The films that share writers with the film gummo were in which genres
Start Entity:     Gummo
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Gummo --[written_by]--> Harmony Korine --[(INV) written_by]--> Ken Park --[has_genre]--> Drama
Path (Raw):       Gummo --[written_by]--> Harmony Korine --[(INV) written_by]--> Ken Park --[has_genre]--> Drama
Neg LogProb(↓):   0.248155
Path Entropy(↓):  0.758754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by peter macdonald
Start Entity:     Peter MacDonald
Gold Answer:      [['John Diehl', 'Joe Santos', 'Damon Wayans', 'Stacey Dash']]
Predicted Ans:    Damon Wayans
Predicted Path:   Peter MacDonald --[(INV) directed_by]--> Mo' Money --[starred_actors]--> Damon Wayans
Path (Raw):       Peter MacDonald --[No Operation]--> Peter MacDonald --[(INV) directed_by]--> Mo' Money --[starred_actors]--> Damon Wayans
Neg LogProb(↓):   0.000414
Path Entropy(↓):  0.003758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film the white cliffs of dover
Start Entity:     The White Cliffs of Dover
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   The White Cliffs of Dover --[release_year]--> 1944 --[(INV) release_year]--> Charlie Chan in the Secret Service --[release_year]--> 1944
Path (Raw):       The White Cliffs of Dover --[release_year]--> 1944 --[(INV) release_year]--> Charlie Chan in the Secret Service --[release_year]--> 1944
Neg LogProb(↓):   0.828858
Path Entropy(↓):  1.924014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote rage in heaven
Start Entity:     Rage in Heaven
Gold Answer:      [['Sam Wood', 'George Cukor', 'Cecil B. DeMille', 'Charles Jarrott', 'Herbert Ross', 'Mervyn LeRoy', 'Frank Capra', 'Alfred Hitchcock']]
Predicted Ans:    Frank Capra
Predicted Path:   Rage in Heaven --[written_by]--> James Hilton --[(INV) written_by]--> Lost Horizon --[directed_by]--> Frank Capra
Path (Raw):       Rage in Heaven --[written_by]--> James Hilton --[(INV) written_by]--> Lost Horizon --[directed_by]--> Frank Capra
Neg LogProb(↓):   1.095563
Path Entropy(↓):  1.556796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of devil's doorway
Start Entity:     Devil's Doorway
Gold Answer:      [['Norwegian']]
Predicted Ans:    The Furies
Predicted Path:   Devil's Doorway --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies
Path (Raw):       Devil's Doorway --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[No Operation]--> The Furies
Neg LogProb(↓):   0.669971
Path Entropy(↓):  1.049108
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote me and the colonel
Start Entity:     Me and the Colonel
Gold Answer:      [['1939', '1943']]
Predicted Ans:    1939
Predicted Path:   Me and the Colonel --[written_by]--> Franz Werfel --[(INV) written_by]--> Juarez --[release_year]--> 1939
Path (Raw):       Me and the Colonel --[written_by]--> Franz Werfel --[(INV) written_by]--> Juarez --[release_year]--> 1939
Neg LogProb(↓):   0.923392
Path Entropy(↓):  1.076366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in waiting to exhale
Start Entity:     Waiting to Exhale
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'History', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Waiting to Exhale --[starred_actors]--> Lela Rochon --[(INV) starred_actors]--> Knock Off --[has_genre]--> Action
Path (Raw):       Waiting to Exhale --[starred_actors]--> Lela Rochon --[(INV) starred_actors]--> Knock Off --[has_genre]--> Action
Neg LogProb(↓):   0.322449
Path Entropy(↓):  0.915768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of flirt
Start Entity:     Flirt
Gold Answer:      [['Sarah Polley', 'Bill Sage', 'Diego Luna', 'Parker Posey', 'Martin Donovan', 'Matt Malloy', 'Julie Kessler', 'Channing Tatum', 'Clive Owen', 'Liana Liberato', 'Elina Löwensohn', 'Adrienne Shelly', 'Robert John Burke', 'Catherine Keener', 'Isabelle Huppert', 'Zoe Saldana', 'Karen Sillas']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Flirt --[written_by]--> Hal Hartley --[(INV) written_by]--> Amateur --[starred_actors]--> Isabelle Huppert
Path (Raw):       Flirt --[written_by]--> Hal Hartley --[(INV) written_by]--> Amateur --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.002119
Path Entropy(↓):  0.016825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie taking lives
Start Entity:     Taking Lives
Gold Answer:      [['Ronald Neame', 'Tony Cinciripini', 'Michael Almereyda', 'Eric Luke', 'Brian Goodman', 'David Nicholls', 'Linda Woolverton', 'Andrew Niccol', 'Boris Pasternak', 'Douglas Kennedy', 'James DeMonaco', 'Franco Zeffirelli', 'Florian Henckel von Donnersmarck', 'Jack London', 'James Mangold', 'William Shakespeare', 'Stephen Belber', 'Cornell Woolrich', 'David Lean', 'Kenneth Branagh', 'Mark Millar', 'Peter Spierig', 'Kelly Masterson', 'Ethan Hawke', 'Julie Delpy', 'Grigori Kozintsev', 'Richard Linklater', 'Jonathan Marc Sherman', 'Charles Dickens', 'Jeffery Deaver', 'Helen Childress', 'Michael Cristofer', 'Jay McInerney', 'Frank Whaley', 'Kim Krizan', 'John Carpenter', 'Gregg Maxwell Parker', 'Eric Roth', 'Sean Finegan', 'Derek Haas', 'Tsutomu Takahashi', 'Cecil McGivern', 'Kay Walsh', 'Piers Paul Read', 'Scott Derrickson', 'C. Robert Cargill', 'Tony Richardson', 'Kurt Wimmer', 'David Ayer', 'Michael Brandt', 'Mariane Pearl', 'Keith Gordon', 'Chris Morgan', 'Robert A. Heinlein', 'Susanna Kaysen', 'J. Michael Straczynski']]
Predicted Ans:    William Shakespeare
Predicted Path:   Taking Lives --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Path (Raw):       Taking Lives --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Neg LogProb(↓):   2.502140
Path Entropy(↓):  3.162443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the raven
Start Entity:     The Raven
Gold Answer:      [['Peter Lorre', 'Vincent Price', 'Boris Karloff']]
Predicted Ans:    Peter Lorre
Predicted Path:   The Raven --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Path (Raw):       The Raven --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.390680
Path Entropy(↓):  1.242341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the raven
Start Entity:     The Raven
Gold Answer:      [['Brendan Gleeson', 'John Cusack', 'Luke Evans', 'Alice Eve']]
Predicted Ans:    Peter Lorre
Predicted Path:   The Raven --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Path (Raw):       The Raven --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.390680
Path Entropy(↓):  1.242341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in sophie's choice
Start Entity:     Sophie's Choice
Gold Answer:      [['Music', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sophie's Choice --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Path (Raw):       Sophie's Choice --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Neg LogProb(↓):   1.347015
Path Entropy(↓):  2.272801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in war horse
Start Entity:     War Horse
Gold Answer:      [['Jeremy Irvine', 'Emily Watson', 'Peter Mullan']]
Predicted Ans:    Peter Mullan
Predicted Path:   War Horse --[starred_actors]--> Peter Mullan --[(INV) starred_actors]--> On a Clear Day --[starred_actors]--> Peter Mullan
Path (Raw):       War Horse --[starred_actors]--> Peter Mullan --[(INV) starred_actors]--> On a Clear Day --[starred_actors]--> Peter Mullan
Neg LogProb(↓):   0.194492
Path Entropy(↓):  0.579744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of kissed by winter
Start Entity:     Kissed by Winter
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Kissed by Winter --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       Kissed by Winter --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.313307
Path Entropy(↓):  0.882199
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in thunder bay also appears in which movies
Start Entity:     Thunder Bay
Gold Answer:      [['The Shopworn Angel', 'Firecreek', 'No Time for Comedy', 'The Man Who Knew Too Much', 'Call Northside 777', 'Mr. Smith Goes to Washington', "You Can't Take It With You", 'The Mortal Storm', 'On Our Merry Way', 'Shenandoah', 'The Cheyenne Social Club', 'The Man from Laramie', 'Mr. Hobbs Takes a Vacation', 'Strategic Air Command', 'The Shootist', 'Anatomy of a Murder', "Pot o' Gold", 'Destry Rides Again', 'Bandolero!', 'Broken Arrow', "Fools' Parade", 'The Far Country', 'Carbine Williams', 'The Man Who Shot Liberty Valance', 'Come Live with Me', "It's a Wonderful World", 'Rear Window', 'Magic Town', 'Of Human Hearts', 'The Rare Breed', 'The Spirit of St. Louis', 'Vertigo', 'The Naked Spur', 'The Flight of the Phoenix', 'Malaya', 'The Shop Around the Corner', 'Dear Brigitte', 'The Philadelphia Story', 'Made for Each Other', 'The Glenn Miller Story', 'Two Rode Together', 'The FBI Story', 'No Highway in the Sky', 'Night Passage', "Winchester '73", "Take Her, She's Mine", 'Harvey', 'Vivacious Lady', 'Born to Dance', 'After the Thin Man', 'Bend of the River', "It's a Wonderful Life"]]
Predicted Ans:    The FBI Story
Predicted Path:   Thunder Bay --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The FBI Story
Path (Raw):       Thunder Bay --[starred_actors]--> James Stewart --[No Operation]--> James Stewart --[(INV) starred_actors]--> The FBI Story
Neg LogProb(↓):   0.932670
Path Entropy(↓):  1.925223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the ugly
Start Entity:     The Ugly
Gold Answer:      [['Scott Reynolds']]
Predicted Ans:    Scott Reynolds
Predicted Path:   The Ugly --[written_by]--> Scott Reynolds --[(INV) written_by]--> The Ugly --[written_by]--> Scott Reynolds
Path (Raw):       The Ugly --[written_by]--> Scott Reynolds --[(INV) written_by]--> The Ugly --[written_by]--> Scott Reynolds
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by joe swanberg
Start Entity:     joe swanberg
Gold Answer:      [['V/H/S', 'Drinking Buddies']]
Predicted Ans:    Drinking Buddies
Predicted Path:   joe swanberg --[(INV) has_tags]--> Drinking Buddies --[has_tags]--> drinking --[(INV) has_tags]--> Drinking Buddies
Path (Raw):       joe swanberg --[(INV) has_tags]--> Drinking Buddies --[has_tags]--> drinking --[(INV) has_tags]--> Drinking Buddies
Neg LogProb(↓):   0.200610
Path Entropy(↓):  0.533614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did dave boyle direct
Start Entity:     Dave Boyle
Gold Answer:      [['White on Rice']]
Predicted Ans:    White on Rice
Predicted Path:   Dave Boyle --[(INV) directed_by]--> White on Rice --[directed_by]--> Dave Boyle --[(INV) directed_by]--> White on Rice
Path (Raw):       Dave Boyle --[(INV) directed_by]--> White on Rice --[directed_by]--> Dave Boyle --[(INV) directed_by]--> White on Rice
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in sound of my voice
Start Entity:     Sound of My Voice
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Sound of My Voice --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> The East --[has_genre]--> Thriller
Path (Raw):       Sound of My Voice --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> The East --[has_genre]--> Thriller
Neg LogProb(↓):   0.022597
Path Entropy(↓):  0.130244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of geek charming
Start Entity:     Geek Charming
Gold Answer:      [['Shout']]
Predicted Ans:    Shout
Predicted Path:   Geek Charming --[directed_by]--> Jeffrey Hornaday --[(INV) directed_by]--> Shout
Path (Raw):       Geek Charming --[No Operation]--> Geek Charming --[directed_by]--> Jeffrey Hornaday --[(INV) directed_by]--> Shout
Neg LogProb(↓):   0.012740
Path Entropy(↓):  0.076230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of little odessa
Start Entity:     Little Odessa
Gold Answer:      [['James Gray', 'Matt Reeves']]
Predicted Ans:    James Gray
Predicted Path:   Little Odessa --[directed_by]--> James Gray --[(INV) directed_by]--> The Yards --[written_by]--> James Gray
Path (Raw):       Little Odessa --[directed_by]--> James Gray --[(INV) directed_by]--> The Yards --[written_by]--> James Gray
Neg LogProb(↓):   0.854772
Path Entropy(↓):  1.647636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie monsieur ibrahim are written by who
Start Entity:     Monsieur Ibrahim
Gold Answer:      [['Jerry Zucker', 'John Fusco', 'Boris Pasternak', 'Claude Anet', 'Irma von Cube', 'Emeric Pressburger', 'Henri Verneuil', 'Arnold Schulman', 'Heck Allen', 'J.B. Pick', 'Terence Young', 'Michel Arnold', 'Jim Abrahams', 'Jay Presson Allen', 'David Zucker', 'Paul Dehn', 'Joseph Kessel', 'James Hadley Chase', 'Hans Hellmut Kirst', 'James Clavell', 'David Goodis']]
Predicted Ans:    Joseph Kessel
Predicted Path:   Monsieur Ibrahim --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Mayerling --[written_by]--> Joseph Kessel
Path (Raw):       Monsieur Ibrahim --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Mayerling --[written_by]--> Joseph Kessel
Neg LogProb(↓):   0.381632
Path Entropy(↓):  0.948271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in meet the deedles
Start Entity:     Meet the Deedles
Gold Answer:      [['Paul Walker', 'Steve Van Wormer']]
Predicted Ans:    Paul Walker
Predicted Path:   Meet the Deedles --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Death and Life of Bobby Z --[starred_actors]--> Paul Walker
Path (Raw):       Meet the Deedles --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Death and Life of Bobby Z --[starred_actors]--> Paul Walker
Neg LogProb(↓):   0.120681
Path Entropy(↓):  0.457865
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by james anthony pearson
Start Entity:     James Anthony Pearson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   James Anthony Pearson --[(INV) starred_actors]--> New Town Killers --[has_genre]--> Drama
Path (Raw):       James Anthony Pearson --[No Operation]--> James Anthony Pearson --[(INV) starred_actors]--> New Town Killers --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film sweet and lowdown
Start Entity:     Sweet and Lowdown
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1987', '1969']]
Predicted Ans:    2006
Predicted Path:   Sweet and Lowdown --[written_by]--> Woody Allen --[(INV) written_by]--> Scoop --[release_year]--> 2006
Path (Raw):       Sweet and Lowdown --[written_by]--> Woody Allen --[(INV) written_by]--> Scoop --[release_year]--> 2006
Neg LogProb(↓):   2.270795
Path Entropy(↓):  3.192790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director ewan mcgregor co - directed films with who
Start Entity:     Ewan McGregor
Gold Answer:      [['Jude Law', 'Stephen Hopkins', 'Charles McDougall', 'Bob Hoskins']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Ewan McGregor --[(INV) directed_by]--> Tube Tales --[directed_by]--> Stephen Hopkins
Path (Raw):       Ewan McGregor --[No Operation]--> Ewan McGregor --[(INV) directed_by]--> Tube Tales --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.303549
Path Entropy(↓):  0.822554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by kaye ballard fall under
Start Entity:     Kaye Ballard
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kaye Ballard --[(INV) starred_actors]--> The Ritz --[has_genre]--> Comedy
Path (Raw):       Kaye Ballard --[No Operation]--> Kaye Ballard --[(INV) starred_actors]--> The Ritz --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by anie pascale released
Start Entity:     Anie Pascale
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Anie Pascale --[(INV) starred_actors]--> Whitewash --[release_year]--> 2013
Path (Raw):       Anie Pascale --[No Operation]--> Anie Pascale --[(INV) starred_actors]--> Whitewash --[release_year]--> 2013
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is mackenna's gold about
Start Entity:     Mackenna's Gold
Gold Answer:      [['super panavision 70']]
Predicted Ans:    super panavision 70
Predicted Path:   Mackenna's Gold --[has_tags]--> super panavision 70 --[(INV) has_tags]--> West Side Story --[has_tags]--> super panavision 70
Path (Raw):       Mackenna's Gold --[has_tags]--> super panavision 70 --[(INV) has_tags]--> West Side Story --[has_tags]--> super panavision 70
Neg LogProb(↓):   0.038534
Path Entropy(↓):  0.186973
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by craig bolotin
Start Entity:     Craig Bolotin
Gold Answer:      [['Usher Raymond', 'Rosario Dawson', 'Forest Whitaker']]
Predicted Ans:    Forest Whitaker
Predicted Path:   Craig Bolotin --[(INV) directed_by]--> Light It Up --[starred_actors]--> Forest Whitaker
Path (Raw):       Craig Bolotin --[No Operation]--> Craig Bolotin --[(INV) directed_by]--> Light It Up --[starred_actors]--> Forest Whitaker
Neg LogProb(↓):   0.009371
Path Entropy(↓):  0.052897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film the to do list
Start Entity:     The To Do List
Gold Answer:      [['Maggie Carey']]
Predicted Ans:    Maggie Carey
Predicted Path:   The To Do List --[written_by]--> Maggie Carey --[(INV) written_by]--> The To Do List --[written_by]--> Maggie Carey
Path (Raw):       The To Do List --[written_by]--> Maggie Carey --[(INV) written_by]--> The To Do List --[written_by]--> Maggie Carey
Neg LogProb(↓):   0.000813
Path Entropy(↓):  0.006597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by patrick dennis
Start Entity:     Patrick Dennis
Gold Answer:      [['Rosalind Russell']]
Predicted Ans:    Rosalind Russell
Predicted Path:   Patrick Dennis --[(INV) written_by]--> Auntie Mame --[starred_actors]--> Rosalind Russell
Path (Raw):       Patrick Dennis --[No Operation]--> Patrick Dennis --[(INV) written_by]--> Auntie Mame --[starred_actors]--> Rosalind Russell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie nice dreams were released in which years
Start Entity:     Nice Dreams
Gold Answer:      [['1982', '1990', '1978', '1987']]
Predicted Ans:    1978
Predicted Path:   Nice Dreams --[written_by]--> Cheech Marin --[(INV) written_by]--> Up in Smoke --[release_year]--> 1978
Path (Raw):       Nice Dreams --[written_by]--> Cheech Marin --[(INV) written_by]--> Up in Smoke --[release_year]--> 1978
Neg LogProb(↓):   0.079437
Path Entropy(↓):  0.344743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the terminal man
Start Entity:     The Terminal Man
Gold Answer:      [['1970', '1967', '1979', '1974', '1977', '1968', '1973', '1972', '1971', '1989', '1996', '1981', '1978', '1964', '1975', '1966', '2005', '1991', '1965', '1969']]
Predicted Ans:    1966
Predicted Path:   The Terminal Man --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Path (Raw):       The Terminal Man --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Neg LogProb(↓):   0.557500
Path Entropy(↓):  1.467264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed that sinking feeling
Start Entity:     That Sinking Feeling
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   That Sinking Feeling --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[in_language]--> Italian
Path (Raw):       That Sinking Feeling --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[in_language]--> Italian
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the first grader released
Start Entity:     The First Grader
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The First Grader --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       The First Grader --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.838250
Path Entropy(↓):  4.425956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed brooklyn bridge
Start Entity:     Brooklyn Bridge
Gold Answer:      [['Kevin Conway', 'David McCullough', 'Charles McDowell', 'Barbara Fields', 'Keith David']]
Predicted Ans:    Arthur Miller
Predicted Path:   Brooklyn Bridge --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[starred_actors]--> Arthur Miller
Path (Raw):       Brooklyn Bridge --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[starred_actors]--> Arthur Miller
Neg LogProb(↓):   0.003143
Path Entropy(↓):  0.021241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the trail beyond are written by who
Start Entity:     The Trail Beyond
Gold Answer:      [['Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Dudley Nichols', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Charles Schnee', 'Robin Moore', 'Jo Swerling', 'Ernest K. Gann', 'Harry Julian Fink', 'Kathryn Bigelow', 'Harry Brown', 'Ernest Haycox', 'C.E. Scoggins', 'Scott Hale', 'Miles Hood Swarthout', 'Burt Kennedy', 'Ladislas Fodor', 'Dorothy M. Johnson', 'Neil H. Swanson', 'Rita M. Fink', 'Frank S. Nugent', 'James Warner Bellah', 'Andrew J. Fenady', 'James Edward Grant', 'Leslie Bohem', 'William Dale Jennings', 'Wendell Mayes', 'Andrew Geer', 'Marguerite Roberts', 'Garland Roark', 'Stephen Gaghan', 'Charles Portis', 'Alan Le May', 'Thelma Strabel', 'Maurice Walsh', 'James Bassett', 'Irving Ravetch', 'Harold Bell Wright', 'Borden Chase', 'Martha Hyer', 'Rex Beach', 'John Lee Hancock', 'Clair Huffaker', "Louis L'Amour", 'William L. White', 'Lawrence Hazard', 'James Kevin McGuinness', 'Leigh Brackett', 'Jules Furthman', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'Tom Reed', 'George Owen', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', "Eugene O'Neill", 'Willis Goldbeck']]
Predicted Ans:    Maurice Walsh
Predicted Path:   The Trail Beyond --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Maurice Walsh
Path (Raw):       The Trail Beyond --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Maurice Walsh
Neg LogProb(↓):   1.448947
Path Entropy(↓):  2.886374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with legal eagles fall under
Start Entity:     Legal Eagles
Gold Answer:      [['Sport', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Legal Eagles --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[has_genre]--> Comedy
Path (Raw):       Legal Eagles --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[has_genre]--> Comedy
Neg LogProb(↓):   0.051501
Path Entropy(↓):  0.240150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for scooby - doo! curse of the lake monster
Start Entity:     Scooby-Doo! Curse of the Lake Monster
Gold Answer:      [['Brian Levant']]
Predicted Ans:    Brian Levant
Predicted Path:   Scooby-Doo! Curse of the Lake Monster --[directed_by]--> Brian Levant --[(INV) directed_by]--> Snow Dogs --[directed_by]--> Brian Levant
Path (Raw):       Scooby-Doo! Curse of the Lake Monster --[directed_by]--> Brian Levant --[(INV) directed_by]--> Snow Dogs --[directed_by]--> Brian Levant
Neg LogProb(↓):   0.025132
Path Entropy(↓):  0.155554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the loss of a teardrop diamond
Start Entity:     The Loss of a Teardrop Diamond
Gold Answer:      [['Kenneth Branagh', 'Tate Taylor', 'M. Night Shyamalan', 'Jonathan Levine', 'Lars von Trier']]
Predicted Ans:    Tate Taylor
Predicted Path:   The Loss of a Teardrop Diamond --[starred_actors]--> Bryce Dallas Howard --[(INV) starred_actors]--> The Help --[directed_by]--> Tate Taylor
Path (Raw):       The Loss of a Teardrop Diamond --[starred_actors]--> Bryce Dallas Howard --[(INV) starred_actors]--> The Help --[directed_by]--> Tate Taylor
Neg LogProb(↓):   0.116025
Path Entropy(↓):  0.402457
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie no way back
Start Entity:     No Way Back
Gold Answer:      [['RZA', 'Jerry Zucker', 'Brett Leonard', 'Geoff Burton', 'Kevin Dowling', 'Aaron Kim Johnston', 'John Polson', 'Paul Haggis', 'Michael Mann', 'Taylor Hackford', 'Clare Peploe', 'Geoffrey Wright', 'Warwick Ross', 'Ron Howard', 'John Madden', 'David Roach', 'Claude Lelouch', 'Jocelyn Moorhouse', 'Bille August', 'Rowdy Herrington', 'Ridley Scott', 'Raymond Bernard', 'Sam Raimi', 'Kevin Macdonald', 'Jim Abrahams', 'Curtis Hanson', 'Tom Hooper', 'John Tatoulis', 'Allen Hughes', 'Russell Crowe', 'David Zucker', 'Darren Aronofsky', 'Robert Day', 'Jeannot Szwarc', 'Richard Boleslawski']]
Predicted Ans:    Michael Mann
Predicted Path:   No Way Back --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       No Way Back --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.659115
Path Entropy(↓):  1.647564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by michael goldbach
Start Entity:     Michael Goldbach
Gold Answer:      [['Reece Thompson', 'Josh Lucas', 'Kat Dennings']]
Predicted Ans:    Josh Lucas
Predicted Path:   Michael Goldbach --[(INV) written_by]--> Daydream Nation --[starred_actors]--> Josh Lucas
Path (Raw):       Michael Goldbach --[No Operation]--> Michael Goldbach --[(INV) written_by]--> Daydream Nation --[starred_actors]--> Josh Lucas
Neg LogProb(↓):   0.248395
Path Entropy(↓):  0.675236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the decameron
Start Entity:     The Decameron
Gold Answer:      [['Drama', 'Documentary', 'Adventure', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Decameron --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Accattone --[has_genre]--> Drama
Path (Raw):       The Decameron --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Accattone --[has_genre]--> Drama
Neg LogProb(↓):   0.526770
Path Entropy(↓):  1.367646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by caitlin clarke fall under
Start Entity:     Caitlin Clarke
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Caitlin Clarke --[(INV) starred_actors]--> Dragonslayer --[has_genre]--> Fantasy
Path (Raw):       Caitlin Clarke --[No Operation]--> Caitlin Clarke --[(INV) starred_actors]--> Dragonslayer --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with trade fall under
Start Entity:     Trade
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Trade --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Path (Raw):       Trade --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.466757
Path Entropy(↓):  0.704123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the pink panther
Start Entity:     The Pink Panther
Gold Answer:      [['Bing Crosby', 'Peter Falk', 'Bruce Willis', 'Lana Clarkson', 'Julie Andrews', 'Kirstie Alley', 'Lesley Ann Warren', 'Charles Bickford', 'Cary Grant', 'Claudine Longet', 'Robert Webber', 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Burt Reynolds', 'William Holden', 'Jack Lemmon', 'Ellen Barkin', 'Roberto Benigni', 'Herbert Lom', 'Tuesday Weld', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Patricia Neal', 'George Peppard', 'Elke Sommer', 'Buddy Ebsen', 'JoBeth Williams', 'Jimmy Smits', 'John Ritter', 'Joseph Bottoms', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Jack Klugman', 'Stefanie Powers', 'Ted Danson', 'Glenn Ford', 'Fabian', 'Tony Curtis', 'Lee Remick', 'Audrey Hepburn', 'Dudley Moore', 'Howie Mandel', 'Lorraine Bracco', 'Bo Derek', 'Natalie Wood', 'Robert Preston', 'Rock Hudson', "Ryan O'Neal"]]
Predicted Ans:    David Niven
Predicted Path:   The Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Pink Panther --[starred_actors]--> David Niven
Path (Raw):       The Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Pink Panther --[starred_actors]--> David Niven
Neg LogProb(↓):   0.779412
Path Entropy(↓):  1.967729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film i can do bad all by myself
Start Entity:     I Can Do Bad All by Myself
Gold Answer:      [['David Fincher', 'Tyler Perry', 'Rob Cohen', 'Darren Grant']]
Predicted Ans:    Tyler Perry
Predicted Path:   I Can Do Bad All by Myself --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[directed_by]--> Tyler Perry
Path (Raw):       I Can Do Bad All by Myself --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[directed_by]--> Tyler Perry
Neg LogProb(↓):   0.422797
Path Entropy(↓):  1.221628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of billy's hollywood screen kiss
Start Entity:     Billy's Hollywood Screen Kiss
Gold Answer:      [["Tommy O'Haver"]]
Predicted Ans:    Tommy O'Haver
Predicted Path:   Billy's Hollywood Screen Kiss --[directed_by]--> Tommy O'Haver --[(INV) directed_by]--> Get Over It --[directed_by]--> Tommy O'Haver
Path (Raw):       Billy's Hollywood Screen Kiss --[directed_by]--> Tommy O'Haver --[(INV) directed_by]--> Get Over It --[directed_by]--> Tommy O'Haver
Neg LogProb(↓):   0.000733
Path Entropy(↓):  0.006021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of son of the bride
Start Entity:     Son of the Bride
Gold Answer:      [['1997', '2009']]
Predicted Ans:    2001
Predicted Path:   Son of the Bride --[written_by]--> Juan José Campanella --[(INV) written_by]--> Son of the Bride --[release_year]--> 2001
Path (Raw):       Son of the Bride --[written_by]--> Juan José Campanella --[(INV) written_by]--> Son of the Bride --[release_year]--> 2001
Neg LogProb(↓):   0.393025
Path Entropy(↓):  0.876944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies starred by julie actors
Start Entity:     Julie
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Julie --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Path (Raw):       Julie --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Neg LogProb(↓):   0.261364
Path Entropy(↓):  0.951805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by how i live now actors
Start Entity:     How I Live Now
Gold Answer:      [['Neil Jordan', 'John Crowley', 'Joe Wright']]
Predicted Ans:    Sergio G. Sánchez
Predicted Path:   How I Live Now --[starred_actors]--> Tom Holland --[(INV) starred_actors]--> The Impossible --[written_by]--> Sergio G. Sánchez
Path (Raw):       How I Live Now --[starred_actors]--> Tom Holland --[(INV) starred_actors]--> The Impossible --[written_by]--> Sergio G. Sánchez
Neg LogProb(↓):   0.155794
Path Entropy(↓):  0.510773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by rachel specter were in which genres
Start Entity:     Rachel Specter
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Rachel Specter --[(INV) starred_actors]--> Alone in the Dark II --[has_genre]--> Horror
Path (Raw):       Rachel Specter --[No Operation]--> Rachel Specter --[(INV) starred_actors]--> Alone in the Dark II --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film somewhere in time
Start Entity:     Somewhere in Time
Gold Answer:      [['Thornton Wilder', 'Marc Norman', 'Robert Littell', 'Michael Mann', 'Michael Hoffman', 'Gavin Lambert', 'William H. Macy', 'Thomas Mitchell', 'Herman J. Mankiewicz', 'Nunnally Johnson', 'Robert Benton', 'Augusto Caminito', 'Rudyard Kipling', 'Sylvia Nasar', 'Charles McKeown', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Luigi Cozzi', 'Nat Wachsberger', 'MacKinlay Kantor', 'Ira Levin', 'Jan Struther', 'Eric Roth', 'Marie Brenner', 'Jean Giono', 'Andrew L. Stone', 'Rumer Godden', 'Baroness Emmuska Orczy', 'Henry James', 'Stephen Gaghan', 'Kazuo Ishiguro', 'Ruth Prawer Jhabvala', 'René Hardy', 'Michael Schroeder', 'Howard Lindsay', 'Russel Crouse', 'Wolf Rilla', 'William Marchant', 'Jo Swerling', 'Robert Baer', 'John Wyndham', 'Cecil Lewis', 'Howard Barker', 'Floyd Dell', 'Shane Acker', 'John Buell', 'Atom Egoyan', 'Pamela Pettler', 'Akiva Goldsman', 'Jay Presson Allen', 'Alma Reville', 'Terrence Malick', 'Helen MacInnes', 'Ruth Gordon', 'Jay Parini', 'Paul Fierlinger', 'Sally Benson', 'David Auburn', 'John Huston', 'Sandra Fierlinger', 'Thomas Michael Donnelly', 'David France', 'Ernest Lehman', 'Carl Foreman', 'Ernest K. Gann', 'Walter Van Tilburg Clark', 'Budd Schulberg', 'Steve Tesich', 'Paul Gallico', 'Terry Gilliam', 'Patrick Lussier', 'Gordon McDonell', 'A.E.W. Mason', 'John Logan', 'Mick Molloy', 'Ray Harryhausen', 'Russell Gewirtz', 'Anders Bodelsen']]
Predicted Ans:    Russell Gewirtz
Predicted Path:   Somewhere in Time --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Path (Raw):       Somewhere in Time --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Neg LogProb(↓):   1.621508
Path Entropy(↓):  2.228931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by iain forsyth
Start Entity:     Iain Forsyth
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Iain Forsyth --[(INV) written_by]--> 20,000 Days on Earth --[has_genre]--> Documentary
Path (Raw):       Iain Forsyth --[No Operation]--> Iain Forsyth --[(INV) written_by]--> 20,000 Days on Earth --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the silence of the lambs also directed which films
Start Entity:     The Silence of the Lambs
Gold Answer:      [['Philadelphia', 'Rachel Getting Married', 'The Truth About Charlie', 'Swimming to Cambodia', 'Crazy Mama', 'Married to the Mob', 'Stop Making Sense', 'Caged Heat', 'Swing Shift', 'Something Wild', 'Melvin and Howard', 'Beloved', 'Handle with Care', 'A Master Builder']]
Predicted Ans:    Melvin and Howard
Predicted Path:   The Silence of the Lambs --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard
Path (Raw):       The Silence of the Lambs --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard --[No Operation]--> Melvin and Howard
Neg LogProb(↓):   0.985338
Path Entropy(↓):  2.153659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with julian loyola
Start Entity:     Julian Loyola
Gold Answer:      [['Adrián Caetano', 'Esteban Student', 'Claudio Tamburrini']]
Predicted Ans:    Adrián Caetano
Predicted Path:   Julian Loyola --[(INV) written_by]--> Chronicle of an Escape --[written_by]--> Adrián Caetano
Path (Raw):       Julian Loyola --[No Operation]--> Julian Loyola --[(INV) written_by]--> Chronicle of an Escape --[written_by]--> Adrián Caetano
Neg LogProb(↓):   0.111336
Path Entropy(↓):  0.398049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by nikki reed were directed by who
Start Entity:     Nikki Reed
Gold Answer:      [['Catherine Hardwicke']]
Predicted Ans:    Catherine Hardwicke
Predicted Path:   Nikki Reed --[(INV) written_by]--> Thirteen --[directed_by]--> Catherine Hardwicke
Path (Raw):       Nikki Reed --[No Operation]--> Nikki Reed --[(INV) written_by]--> Thirteen --[directed_by]--> Catherine Hardwicke
Neg LogProb(↓):   0.000658
Path Entropy(↓):  0.005771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does alex descas act in
Start Entity:     Alex Descas
Gold Answer:      [['Trouble Every Day']]
Predicted Ans:    Trouble Every Day
Predicted Path:   Alex Descas --[(INV) starred_actors]--> Trouble Every Day --[starred_actors]--> Vincent Gallo --[(INV) starred_actors]--> Trouble Every Day
Path (Raw):       Alex Descas --[(INV) starred_actors]--> Trouble Every Day --[starred_actors]--> Vincent Gallo --[(INV) starred_actors]--> Trouble Every Day
Neg LogProb(↓):   0.038215
Path Entropy(↓):  0.165881
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of jud suß
Start Entity:     Jud Süß
Gold Answer:      [['Veit Harlan']]
Predicted Ans:    Veit Harlan
Predicted Path:   Jud Süß --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[directed_by]--> Veit Harlan
Path (Raw):       Jud Süß --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[directed_by]--> Veit Harlan
Neg LogProb(↓):   0.031234
Path Entropy(↓):  0.157922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was olaug nilssen a writer on
Start Entity:     Olaug Nilssen
Gold Answer:      [['Turn Me On, Dammit!']]
Predicted Ans:    Turn Me On, Dammit!
Predicted Path:   Olaug Nilssen --[(INV) written_by]--> Turn Me On, Dammit! --[written_by]--> Olaug Nilssen --[(INV) written_by]--> Turn Me On, Dammit!
Path (Raw):       Olaug Nilssen --[(INV) written_by]--> Turn Me On, Dammit! --[written_by]--> Olaug Nilssen --[(INV) written_by]--> Turn Me On, Dammit!
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by jeanne jordan
Start Entity:     Jeanne Jordan
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jeanne Jordan --[(INV) directed_by]--> So Much So Fast --[has_genre]--> Documentary
Path (Raw):       Jeanne Jordan --[No Operation]--> Jeanne Jordan --[(INV) directed_by]--> So Much So Fast --[has_genre]--> Documentary
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the lunchbox actors
Start Entity:     The Lunchbox
Gold Answer:      [['Asif Kapadia', 'Ang Lee', 'Nandita Das', 'Tigmanshu Dhulia', 'Kabir Khan', 'Priyadarshan', 'Ali Abbas Zafar', 'Nikhil Advani']]
Predicted Ans:    Ritesh Batra
Predicted Path:   The Lunchbox --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> The Lunchbox --[directed_by]--> Ritesh Batra
Path (Raw):       The Lunchbox --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> The Lunchbox --[directed_by]--> Ritesh Batra
Neg LogProb(↓):   0.696888
Path Entropy(↓):  0.778783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the strange case of the end of civilization as we know it
Start Entity:     The Strange Case of the End of Civilization as We Know It
Gold Answer:      [['John Cleese']]
Predicted Ans:    John Cleese
Predicted Path:   The Strange Case of the End of Civilization as We Know It --[written_by]--> John Cleese --[(INV) written_by]--> And Now for Something Completely Different --[written_by]--> John Cleese
Path (Raw):       The Strange Case of the End of Civilization as We Know It --[written_by]--> John Cleese --[(INV) written_by]--> And Now for Something Completely Different --[written_by]--> John Cleese
Neg LogProb(↓):   0.058110
Path Entropy(↓):  0.218168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Wayne holloway was the director on which movies
Start Entity:     Wayne Holloway
Gold Answer:      [['Snake and Mongoose']]
Predicted Ans:    Snake and Mongoose
Predicted Path:   Wayne Holloway --[(INV) directed_by]--> Snake and Mongoose --[directed_by]--> Wayne Holloway --[(INV) directed_by]--> Snake and Mongoose
Path (Raw):       Wayne Holloway --[(INV) directed_by]--> Snake and Mongoose --[directed_by]--> Wayne Holloway --[(INV) directed_by]--> Snake and Mongoose
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with delitto a porta romana in
Start Entity:     Delitto a Porta Romana
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Delitto a Porta Romana --[starred_actors]--> Tomas Milian --[(INV) starred_actors]--> Delitto a Porta Romana --[in_language]--> Italian
Path (Raw):       Delitto a Porta Romana --[starred_actors]--> Tomas Milian --[(INV) starred_actors]--> Delitto a Porta Romana --[in_language]--> Italian
Neg LogProb(↓):   0.407953
Path Entropy(↓):  0.645132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of eat pray love
Start Entity:     Eat Pray Love
Gold Answer:      [['The Normal Heart', 'Running with Scissors', 'Pretty/Handsome']]
Predicted Ans:    Running with Scissors
Predicted Path:   Eat Pray Love --[directed_by]--> Ryan Murphy --[(INV) directed_by]--> Running with Scissors
Path (Raw):       Eat Pray Love --[directed_by]--> Ryan Murphy --[(INV) directed_by]--> Running with Scissors --[No Operation]--> Running with Scissors
Neg LogProb(↓):   0.781951
Path Entropy(↓):  1.089292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of v. i. warshawski also directed which films
Start Entity:     V.I. Warshawski
Gold Answer:      [['Troop Beverly Hills', 'Gotcha!', 'Tough Guys', 'Revenge of the Nerds']]
Predicted Ans:    Revenge of the Nerds
Predicted Path:   V.I. Warshawski --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> Revenge of the Nerds
Path (Raw):       V.I. Warshawski --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> Revenge of the Nerds --[No Operation]--> Revenge of the Nerds
Neg LogProb(↓):   1.069428
Path Entropy(↓):  1.514480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie simon says released
Start Entity:     Simon Says
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Simon Says --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Simon Says --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   3.184175
Path Entropy(↓):  4.772387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in year of the gun
Start Entity:     Year of the Gun
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Year of the Gun --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Cold Steel --[has_genre]--> Thriller
Path (Raw):       Year of the Gun --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Cold Steel --[has_genre]--> Thriller
Neg LogProb(↓):   1.330155
Path Entropy(↓):  1.273583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of beowulf
Start Entity:     Beowulf
Gold Answer:      [['The Crossing Guard', 'The Human Stain', 'The Conspirator', 'Message in a Bottle', 'Surviving Picasso', 'Fracture', 'Slipstream', 'Proof', 'The Lion in Winter', 'Magic', 'Meet Joe Black', 'Sorry, Haters', 'Amistad', 'Instinct', 'Bad Company', 'Nixon', 'State of Grace', 'Legends of the Fall', 'Titus', 'August', 'Freejack', 'The Elephant Man', 'Hamlet', "The World's Fastest Indian", 'Thor', 'Noah', 'Hearts in Atlantis', 'Breaking and Entering', 'The Road to Wellville', 'Moll Flanders', 'Red Dragon', 'Desperate Hours', 'The Playboys', 'Hitchcock', 'Hannibal', "All the King's Men", 'The Edge', 'Toys', 'Audrey Rose', 'The Rite', 'The Bounty', 'The Singing Detective', 'The Remains of the Day', 'You Will Meet a Tall Dark Stranger', "She's So Lovely"]]
Predicted Ans:    Hamlet
Predicted Path:   Beowulf --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Path (Raw):       Beowulf --[No Operation]--> Beowulf --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.773305
Path Entropy(↓):  1.903036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor simone simon starred together with who
Start Entity:     Simone Simon
Gold Answer:      [['Kent Smith', 'Nastassja Kinski', 'Jane Randolph', 'Tom Conway']]
Predicted Ans:    Simone Simon
Predicted Path:   Simone Simon --[(INV) starred_actors]--> Cat People --[starred_actors]--> Simone Simon
Path (Raw):       Simone Simon --[No Operation]--> Simone Simon --[(INV) starred_actors]--> Cat People --[starred_actors]--> Simone Simon
Neg LogProb(↓):   0.543276
Path Entropy(↓):  1.019553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by david foenkinos
Start Entity:     David Foenkinos
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David Foenkinos --[(INV) directed_by]--> Delicacy --[has_genre]--> Comedy
Path (Raw):       David Foenkinos --[No Operation]--> David Foenkinos --[(INV) directed_by]--> Delicacy --[has_genre]--> Comedy
Neg LogProb(↓):   0.382554
Path Entropy(↓):  0.625275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by aleksander bardini
Start Entity:     Aleksander Bardini
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Aleksander Bardini --[(INV) starred_actors]--> No End --[release_year]--> 1985
Path (Raw):       Aleksander Bardini --[No Operation]--> Aleksander Bardini --[(INV) starred_actors]--> No End --[release_year]--> 1985
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with raymond chandler
Start Entity:     Raymond Chandler
Gold Answer:      [['Stirling Silliphant', 'Michael Winner', 'Billy Wilder', 'Leigh Brackett', 'Jules Furthman', 'William Faulkner', 'James M. Cain']]
Predicted Ans:    Billy Wilder
Predicted Path:   Raymond Chandler --[(INV) written_by]--> Double Indemnity --[written_by]--> Billy Wilder
Path (Raw):       Raymond Chandler --[No Operation]--> Raymond Chandler --[(INV) written_by]--> Double Indemnity --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.410142
Path Entropy(↓):  1.517329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film flu bird horror released
Start Entity:     Flu Bird Horror
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Flu Bird Horror --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Flu Bird Horror --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.428346
Path Entropy(↓):  4.764890
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of notorious
Start Entity:     Notorious
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    Easy Virtue
Predicted Path:   Notorious --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue
Path (Raw):       Notorious --[No Operation]--> Notorious --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue
Neg LogProb(↓):   1.526050
Path Entropy(↓):  2.642627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did karina smulders act in
Start Entity:     Karina Smulders
Gold Answer:      [['Bride Flight']]
Predicted Ans:    Bride Flight
Predicted Path:   Karina Smulders --[(INV) starred_actors]--> Bride Flight --[starred_actors]--> Anna Drijver --[(INV) starred_actors]--> Bride Flight
Path (Raw):       Karina Smulders --[(INV) starred_actors]--> Bride Flight --[starred_actors]--> Anna Drijver --[(INV) starred_actors]--> Bride Flight
Neg LogProb(↓):   0.000135
Path Entropy(↓):  0.001337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in heartburn
Start Entity:     Heartburn
Gold Answer:      [['Romance', 'Family', 'Music', 'Documentary', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Heartburn --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Path (Raw):       Heartburn --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Neg LogProb(↓):   0.415924
Path Entropy(↓):  1.230407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did david koepp direct
Start Entity:     David Koepp
Gold Answer:      [['Mortdecai', 'Premium Rush', 'Ghost Town', 'Stir of Echoes', 'The Trigger Effect', 'Secret Window']]
Predicted Ans:    Ghost Town
Predicted Path:   David Koepp --[(INV) directed_by]--> Ghost Town --[directed_by]--> David Koepp --[(INV) directed_by]--> Ghost Town
Path (Raw):       David Koepp --[(INV) directed_by]--> Ghost Town --[directed_by]--> David Koepp --[(INV) directed_by]--> Ghost Town
Neg LogProb(↓):   0.426843
Path Entropy(↓):  1.415718
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by dale eunson
Start Entity:     Dale Eunson
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[has_genre]--> Comedy
Path (Raw):       Dale Eunson --[No Operation]--> Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[has_genre]--> Comedy
Neg LogProb(↓):   0.001660
Path Entropy(↓):  0.012277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie escape me never starred who
Start Entity:     Escape Me Never
Gold Answer:      [['Errol Flynn', 'Eleanor Parker', 'Gig Young', 'Ida Lupino']]
Predicted Ans:    Errol Flynn
Predicted Path:   Escape Me Never --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> Escape Me Never --[starred_actors]--> Errol Flynn
Path (Raw):       Escape Me Never --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> Escape Me Never --[starred_actors]--> Errol Flynn
Neg LogProb(↓):   0.296242
Path Entropy(↓):  0.951905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in orpheus
Start Entity:     Orpheus
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Action', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Orpheus --[starred_actors]--> Jean Marais --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       Orpheus --[starred_actors]--> Jean Marais --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   0.132450
Path Entropy(↓):  0.548059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does james millican star in
Start Entity:     James Millican
Gold Answer:      [['I Was a Communist for the FBI']]
Predicted Ans:    I Was a Communist for the FBI
Predicted Path:   James Millican --[(INV) starred_actors]--> I Was a Communist for the FBI --[written_by]--> Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI
Path (Raw):       James Millican --[(INV) starred_actors]--> I Was a Communist for the FBI --[written_by]--> Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI
Neg LogProb(↓):   0.039567
Path Entropy(↓):  0.209391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in one small hitch
Start Entity:     One Small Hitch
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   One Small Hitch --[starred_actors]--> Shane McRae --[(INV) starred_actors]--> Killer Pad --[has_genre]--> Comedy
Path (Raw):       One Small Hitch --[starred_actors]--> Shane McRae --[(INV) starred_actors]--> Killer Pad --[has_genre]--> Comedy
Neg LogProb(↓):   0.328174
Path Entropy(↓):  0.626545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of diary of a wimpy kid
Start Entity:     Diary of a Wimpy Kid
Gold Answer:      [['Chain of Fools', 'Strange Wilderness', 'Happy, Texas', 'Joy Ride', 'Saving Silverman', 'Sahara', 'Riding in Cars with Boys', 'A Perfect Getaway', 'Safe Men', 'National Security', 'Night Train', 'Reality Bites', 'Management', 'Natural Selection']]
Predicted Ans:    Reality Bites
Predicted Path:   Diary of a Wimpy Kid --[starred_actors]--> Steve Zahn --[(INV) starred_actors]--> Reality Bites
Path (Raw):       Diary of a Wimpy Kid --[starred_actors]--> Steve Zahn --[No Operation]--> Steve Zahn --[(INV) starred_actors]--> Reality Bites
Neg LogProb(↓):   1.120139
Path Entropy(↓):  1.685004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the blob directed by
Start Entity:     The Blob
Gold Answer:      [['Chuck Russell']]
Predicted Ans:    Chuck Russell
Predicted Path:   The Blob --[directed_by]--> Chuck Russell --[(INV) directed_by]--> Eraser --[directed_by]--> Chuck Russell
Path (Raw):       The Blob --[directed_by]--> Chuck Russell --[(INV) directed_by]--> Eraser --[directed_by]--> Chuck Russell
Neg LogProb(↓):   0.013199
Path Entropy(↓):  0.070531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is ben - hur
Start Entity:     Ben-Hur
Gold Answer:      [['Drama', 'History']]
Predicted Ans:    Drama
Predicted Path:   Ben-Hur --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Ben-Hur --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.507225
Path Entropy(↓):  4.623499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie how the west was won
Start Entity:     How the West Was Won
Gold Answer:      [['Dashiell Hammett', 'Dudley Nichols', 'Lamar Trotti', 'John Van Druten', 'Charles W. Goddard', 'Paul Dickey', 'Julien Josephson', 'William H. Macy', 'Harry Brown', 'Sinclair Lewis', 'Ladislas Fodor', 'Roy Huggins', 'Melville Baker', 'Donald Ogden Stewart', 'Sylvia Thalberg', 'Guy Trosper', 'Philip Yordan', 'Alec Coppel', 'Nunnally Johnson', 'Ferenc Molnár', 'Rudyard Kipling', 'Alan Le May', 'Philip MacDonald', 'Maurice Walsh', "Sean O'Casey", 'Ben Hecht', 'Richard Connell', 'Erskine Caldwell', 'James Norman Hall', 'Emlyn Williams', 'W.R. Burnett', 'James Kevin McGuinness', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Sam Hellman', 'Samuel G. Engel', 'Janet Green', 'Dick Clement', 'Ian La Frenais', 'Wilson Collison', 'Anthony Hope', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', "Edwin O'Connor", 'Sy Gomberg', 'Nedrick Young', 'Sydney Boehm', 'James Gould Cozzens', 'Joel Sayre', 'Max Catto', 'Dan Gordon', 'Sidney Howard', 'Graham Greene', 'Norah Lofts', 'John McCormick', 'Thomas Heggen', 'Walter Doniger', 'Donald Henderson Clarke', 'Marty Maher', 'Willis Goldbeck', 'Laurence Stallings', 'Peter B. Kyne', 'Grover Jones', 'Charles L. Clifford', 'Constance Collier', 'Talbot Jennings', 'Irvin S. Cobb', 'John Paxton', 'Harold Kellock', 'Jo Swerling', 'Ernest Haycox', 'Jan Lustig', 'Charles Lederer', 'Eleazar Lipsky', 'William Ludwig', 'Max Brand', 'Nigel Balchin', 'Maxwell Anderson', 'Walter D. Edmonds', 'Walter DeLeon', 'Elbert Hubbard', 'Jack Kirkland', 'Ben Ames Williams', 'Thomas Malory', 'John Gay', 'Sir Walter Scott', 'Talbot Mundy', 'Charles Portis', 'Ernest Pascal', 'Robert Riskin', 'Will Cook', 'William L. White', 'Raymond Chandler', 'Ray Gaulden', 'Helen MacInnes', 'Philip Klein', 'Philip Dunne', 'Jack Schaefer', 'George Wells', 'Gladys Lehman', 'Wells Root', 'John Ford', 'Dorothy M. Johnson', 'Winston Miller', 'Richard Llewellyn', 'Maurice Zimm', 'Samuel James Larsen', 'Joseph Breen', 'Frank S. Nugent', "Liam O'Flaherty", 'James Warner Bellah', 'Noel Langley', 'Æneas MacKenzie', 'Marguerite Roberts', 'Achmed Abdullah', 'Joshua Logan', 'John L. Balderston', 'Harold Bell Wright', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'William Slavens McNutt', 'Garrett Fort', 'William Roberts', "Eugene O'Neill"]]
Predicted Ans:    Marguerite Roberts
Predicted Path:   How the West Was Won --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Path (Raw):       How the West Was Won --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Neg LogProb(↓):   0.689321
Path Entropy(↓):  1.985471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is panic room
Start Entity:     Panic Room
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Panic Room --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Panic Room --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.498824
Path Entropy(↓):  2.621919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film post grad
Start Entity:     Post Grad
Gold Answer:      [['William Steig']]
Predicted Ans:    William Steig
Predicted Path:   Post Grad --[directed_by]--> Vicky Jenson --[(INV) directed_by]--> Shrek --[written_by]--> William Steig
Path (Raw):       Post Grad --[directed_by]--> Vicky Jenson --[(INV) directed_by]--> Shrek --[written_by]--> William Steig
Neg LogProb(↓):   0.000163
Path Entropy(↓):  0.001684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about skinhead
Start Entity:     skinhead
Gold Answer:      [['This Is England', '16 Years of Alcohol']]
Predicted Ans:    16 Years of Alcohol
Predicted Path:   skinhead --[(INV) has_tags]--> 16 Years of Alcohol --[written_by]--> Richard Jobson --[(INV) written_by]--> 16 Years of Alcohol
Path (Raw):       skinhead --[(INV) has_tags]--> 16 Years of Alcohol --[written_by]--> Richard Jobson --[(INV) written_by]--> 16 Years of Alcohol
Neg LogProb(↓):   0.122586
Path Entropy(↓):  0.389342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by thin ice actors
Start Entity:     Thin Ice
Gold Answer:      [['Edmund Goulding', 'Josh Boone', 'Tay Garnett', 'Mike Nichols', 'Ericson Core', 'John Byrum', 'Julie Anne Robinson', 'Rouben Mamoulian', 'Billy Wilder', 'James L. Brooks', 'Simon Brand', 'Henry Hathaway', 'Richard Linklater', 'John Ford', 'George Sidney', 'Henry King', 'Anatole Litvak', 'Craig Zisk', 'David Koepp', 'Allan Dwan', 'Archie Mayo', 'Valerie Faris', 'Jonathan Dayton', 'Robert Benton', 'Paul Schrader', 'Michael McCullers', 'Garry Marshall', 'Werner Herzog', 'Sydney Pollack', 'Keith Samples', 'Neil LaBute', 'Randall Wallace', 'Clarence Brown']]
Predicted Ans:    Billy Wilder
Predicted Path:   Thin Ice --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[directed_by]--> Billy Wilder
Path (Raw):       Thin Ice --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.638283
Path Entropy(↓):  1.162155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by ignacio lopez tarso
Start Entity:     Ignacio López Tarso
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ignacio López Tarso --[(INV) starred_actors]--> Macario --[has_genre]--> Drama
Path (Raw):       Ignacio López Tarso --[No Operation]--> Ignacio López Tarso --[(INV) starred_actors]--> Macario --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie under the skin, when was it released
Start Entity:     Under the Skin
Gold Answer:      [['1997']]
Predicted Ans:    2013
Predicted Path:   Under the Skin --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Under the Skin --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.600119
Path Entropy(↓):  5.167280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by stephen eric mcintyre
Start Entity:     Stephen Eric McIntyre
Gold Answer:      [['Gary Yates', 'Lee MacDougall']]
Predicted Ans:    Lee MacDougall
Predicted Path:   Stephen Eric McIntyre --[(INV) starred_actors]--> High Life --[written_by]--> Lee MacDougall
Path (Raw):       Stephen Eric McIntyre --[No Operation]--> Stephen Eric McIntyre --[(INV) starred_actors]--> High Life --[written_by]--> Lee MacDougall
Neg LogProb(↓):   0.192499
Path Entropy(↓):  0.463889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film blow
Start Entity:     Blow
Gold Answer:      [['David McKenna', 'Bruce Porter', 'Nick Cassavetes']]
Predicted Ans:    David McKenna
Predicted Path:   Blow --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[written_by]--> David McKenna
Path (Raw):       Blow --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[written_by]--> David McKenna
Neg LogProb(↓):   0.410855
Path Entropy(↓):  0.970435
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does bob dermer appear in
Start Entity:     Bob Dermer
Gold Answer:      [['The Care Bears Adventure in Wonderland']]
Predicted Ans:    The Care Bears Adventure in Wonderland
Predicted Path:   Bob Dermer --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland --[starred_actors]--> Bob Dermer --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland
Path (Raw):       Bob Dermer --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland --[starred_actors]--> Bob Dermer --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland
Neg LogProb(↓):   0.003288
Path Entropy(↓):  0.022054
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did greg mottola direct
Start Entity:     Greg Mottola
Gold Answer:      [['Clear History', 'The Daytrippers', 'Adventureland', 'Paul', 'Superbad']]
Predicted Ans:    Clear History
Predicted Path:   Greg Mottola --[(INV) directed_by]--> Clear History --[directed_by]--> Greg Mottola --[(INV) directed_by]--> Clear History
Path (Raw):       Greg Mottola --[(INV) directed_by]--> Clear History --[directed_by]--> Greg Mottola --[(INV) directed_by]--> Clear History
Neg LogProb(↓):   2.523822
Path Entropy(↓):  3.191512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did philip rosenthal direct
Start Entity:     Philip Rosenthal
Gold Answer:      [['Exporting Raymond']]
Predicted Ans:    Exporting Raymond
Predicted Path:   Philip Rosenthal --[(INV) directed_by]--> Exporting Raymond --[directed_by]--> Philip Rosenthal --[(INV) directed_by]--> Exporting Raymond
Path (Raw):       Philip Rosenthal --[(INV) directed_by]--> Exporting Raymond --[directed_by]--> Philip Rosenthal --[(INV) directed_by]--> Exporting Raymond
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by michael maclennan
Start Entity:     Michael MacLennan
Gold Answer:      [['David Hewlett', 'Greg Spottiswood', 'James Thomas']]
Predicted Ans:    David Hewlett
Predicted Path:   Michael MacLennan --[(INV) written_by]--> Ice Men --[starred_actors]--> David Hewlett
Path (Raw):       Michael MacLennan --[No Operation]--> Michael MacLennan --[(INV) written_by]--> Ice Men --[starred_actors]--> David Hewlett
Neg LogProb(↓):   0.006011
Path Entropy(↓):  0.040537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by boat trip actors
Start Entity:     Boat Trip
Gold Answer:      [['Doug McHenry', 'Gregory Nava', 'F. Gary Gray', 'Sheldon Lettich', 'Mark Brown', 'Jesse Vaughan']]
Predicted Ans:    Mark Brown
Predicted Path:   Boat Trip --[starred_actors]--> Vivica A. Fox --[(INV) starred_actors]--> Two Can Play That Game --[directed_by]--> Mark Brown
Path (Raw):       Boat Trip --[starred_actors]--> Vivica A. Fox --[(INV) starred_actors]--> Two Can Play That Game --[directed_by]--> Mark Brown
Neg LogProb(↓):   0.023352
Path Entropy(↓):  0.127652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for hotel
Start Entity:     Hotel
Gold Answer:      [['Mike Figgis']]
Predicted Ans:    Arthur Hailey
Predicted Path:   Hotel --[written_by]--> Arthur Hailey --[(INV) written_by]--> Zero Hour! --[written_by]--> Arthur Hailey
Path (Raw):       Hotel --[written_by]--> Arthur Hailey --[(INV) written_by]--> Zero Hour! --[written_by]--> Arthur Hailey
Neg LogProb(↓):   0.393327
Path Entropy(↓):  0.931632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same actor of julie johnson
Start Entity:     Julie Johnson
Gold Answer:      [['Gaudi Afternoon', 'Mystic Pizza', 'Straight to Hell', 'Household Saints', 'The People vs. Larry Flynt', 'Dogfight', 'The Addiction', 'Apartment 1303 3D', 'Octane', 'The Conjuring', 'Homecoming', 'I Shot Andy Warhol', 'A Resurrection', 'A Slipping-Down Life', 'Pups', 'The Haunting', 'Trapped', 'Lawn Dogs', 'Lost and Delirious', 'Assassination of a High School President']]
Predicted Ans:    Apartment 1303 3D
Predicted Path:   Julie Johnson --[starred_actors]--> Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D
Path (Raw):       Julie Johnson --[starred_actors]--> Mischa Barton --[No Operation]--> Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D
Neg LogProb(↓):   0.825678
Path Entropy(↓):  1.473967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the debt
Start Entity:     The Debt
Gold Answer:      [['Peter Hyams', 'Jay Parini', 'Todd Field', 'Nick Dear', 'Ian McEwan', 'Michael Hoffman', 'Guy Ritchie', 'Jane Austen', 'Steve Gordon', 'David Mamet', 'Barbara Branden', 'Deborah Moggach', 'Peter Morgan', 'Kevin Williamson', 'Peter Carey', 'Matthew Michael Carnahan', 'Olivia Hetreed', 'Nigel Balchin', 'John Boorman', 'Charles Sturridge', 'Steven Knight', 'Louis Mellis', 'David Scinto', 'Eli Cohen', 'Gila Almagor', 'Richard Dooling', 'Robert Festinger', 'Thomas Malory', 'Paul Theroux', 'Conor McPherson', 'Simon Burke', 'Juliette Towhidi', 'Tony Gilroy', 'Arthur C. Clarke', 'Ol Parker', 'Peter Baynham', 'Norman Lindsay', 'Andre Dubus', 'Billy Ray', 'Stephen Rebello', 'Derek Granger', 'Graham Greene', 'Peter Yeldham', 'Tim Sullivan', 'Scott Derrickson', 'Terry George', 'Tim Firth', 'Max Lang', 'Julia Donaldson', 'Axel Scheffler', 'Howard Korder', 'Harold Pinter', 'Jakob Schuh', 'Jim Sheridan', 'Tracy Chevalier', 'Julian Fellowes', 'Richard C. Morais', 'Mary Gallagher']]
Predicted Ans:    Krzysztof Krauze
Predicted Path:   The Debt --[starred_actors]--> Ciarán Hinds --[(INV) starred_actors]--> The Debt --[written_by]--> Krzysztof Krauze
Path (Raw):       The Debt --[starred_actors]--> Ciarán Hinds --[(INV) starred_actors]--> The Debt --[written_by]--> Krzysztof Krauze
Neg LogProb(↓):   0.859409
Path Entropy(↓):  1.984736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies directed by paul humfress released
Start Entity:     Paul Humfress
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Paul Humfress --[(INV) directed_by]--> Sebastiane --[release_year]--> 1976
Path (Raw):       Paul Humfress --[No Operation]--> Paul Humfress --[(INV) directed_by]--> Sebastiane --[release_year]--> 1976
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the loved ones also appears in which movies
Start Entity:     The Loved Ones
Gold Answer:      [['Drift', 'Road Kill', 'A Few Best Men', 'Healing', '48 Shades']]
Predicted Ans:    The Loved Ones
Predicted Path:   The Loved Ones --[starred_actors]--> Robin McLeavy --[(INV) starred_actors]--> The Loved Ones
Path (Raw):       The Loved Ones --[starred_actors]--> Robin McLeavy --[No Operation]--> Robin McLeavy --[(INV) starred_actors]--> The Loved Ones
Neg LogProb(↓):   0.031213
Path Entropy(↓):  0.159524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies written by vereen bell
Start Entity:     Vereen Bell
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Vereen Bell --[(INV) written_by]--> Swamp Water --[has_genre]--> Drama
Path (Raw):       Vereen Bell --[No Operation]--> Vereen Bell --[(INV) written_by]--> Swamp Water --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of human capital
Start Entity:     Human Capital
Gold Answer:      [['Caterina in the Big City', 'The First Beautiful Thing']]
Predicted Ans:    The First Beautiful Thing
Predicted Path:   Human Capital --[written_by]--> Paolo Virzì --[(INV) written_by]--> The First Beautiful Thing
Path (Raw):       Human Capital --[written_by]--> Paolo Virzì --[(INV) written_by]--> The First Beautiful Thing --[No Operation]--> The First Beautiful Thing
Neg LogProb(↓):   0.367132
Path Entropy(↓):  0.635462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by aaron lipstadt
Start Entity:     Aaron Lipstadt
Gold Answer:      [['Don Keith Opper', 'James Reigle']]
Predicted Ans:    Aaron Lipstadt
Predicted Path:   Aaron Lipstadt --[(INV) directed_by]--> Android --[directed_by]--> Aaron Lipstadt
Path (Raw):       Aaron Lipstadt --[No Operation]--> Aaron Lipstadt --[(INV) directed_by]--> Android --[directed_by]--> Aaron Lipstadt
Neg LogProb(↓):   0.000754
Path Entropy(↓):  0.006652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie snow queen
Start Entity:     Snow Queen
Gold Answer:      [['Alan Parker', 'Chris Nahon', 'Sam Raimi', 'Steve Miner', 'Henry Selick', 'Dwight Yoakam', 'Barbet Schroeder', 'Clare Peploe', 'Paul Marcus', 'Harold Becker', 'Cameron Crowe', 'Quentin Tarantino', 'John Badham']]
Predicted Ans:    Alan Parker
Predicted Path:   Snow Queen --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[directed_by]--> Alan Parker
Path (Raw):       Snow Queen --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.458001
Path Entropy(↓):  1.229323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by nelson eddy were written by who
Start Entity:     Nelson Eddy
Gold Answer:      [['Gaston Leroux', 'David Belasco', 'Albert Hackett', 'John Lee Mahin', 'Frances Goodrich', 'Dorothy Parker', 'Alan Campbell', 'Rida Johnson Young']]
Predicted Ans:    Gaston Leroux
Predicted Path:   Nelson Eddy --[(INV) starred_actors]--> Phantom of the Opera --[written_by]--> Gaston Leroux
Path (Raw):       Nelson Eddy --[No Operation]--> Nelson Eddy --[(INV) starred_actors]--> Phantom of the Opera --[written_by]--> Gaston Leroux
Neg LogProb(↓):   0.207469
Path Entropy(↓):  0.545637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by james wilby
Start Entity:     James Wilby
Gold Answer:      [['James Ivory', 'Evelyn Waugh', 'Charles Sturridge']]
Predicted Ans:    Charles Sturridge
Predicted Path:   James Wilby --[(INV) starred_actors]--> A Handful of Dust --[written_by]--> Charles Sturridge
Path (Raw):       James Wilby --[No Operation]--> James Wilby --[(INV) starred_actors]--> A Handful of Dust --[written_by]--> Charles Sturridge
Neg LogProb(↓):   0.101334
Path Entropy(↓):  0.350431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of tarzan escapes
Start Entity:     Tarzan Escapes
Gold Answer:      [['Kevin Connor', 'Robert F. Hill', 'Scott Sidney', 'John Guillermin', 'Carl Schenkel', 'John Derek', 'Kevin Lima', 'Chris Buck', 'Andrew Stanton', 'Lee Sholem', 'Reinhard Klooss']]
Predicted Ans:    Kevin Connor
Predicted Path:   Tarzan Escapes --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[directed_by]--> Kevin Connor
Path (Raw):       Tarzan Escapes --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[directed_by]--> Kevin Connor
Neg LogProb(↓):   0.986733
Path Entropy(↓):  1.356158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of ruby dee starred movies
Start Entity:     Ruby Dee
Gold Answer:      [['Paris Qualles', 'Louis S. Peterson', 'Kyle Schickner', 'Spike Lee', 'Lorraine Hansberry']]
Predicted Ans:    Spike Lee
Predicted Path:   Ruby Dee --[(INV) starred_actors]--> Do the Right Thing --[written_by]--> Spike Lee
Path (Raw):       Ruby Dee --[No Operation]--> Ruby Dee --[(INV) starred_actors]--> Do the Right Thing --[written_by]--> Spike Lee
Neg LogProb(↓):   0.246593
Path Entropy(↓):  0.571841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of the world of apu
Start Entity:     The World of Apu
Gold Answer:      [['Aparajito', 'Charulata', 'Kanchenjungha', 'Pather Panchali', 'Ashani Sanket']]
Predicted Ans:    Charulata
Predicted Path:   The World of Apu --[directed_by]--> Satyajit Ray --[(INV) directed_by]--> Charulata
Path (Raw):       The World of Apu --[No Operation]--> The World of Apu --[directed_by]--> Satyajit Ray --[(INV) directed_by]--> Charulata
Neg LogProb(↓):   0.033288
Path Entropy(↓):  0.177431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is once
Start Entity:     Once
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Once --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Once --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.425659
Path Entropy(↓):  4.590074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the terror director
Start Entity:     The Terror
Gold Answer:      [['Joyce Hooper Corrington', 'Nicholas Niciphor', 'Ulli Lommel', 'Charles Beaumont', 'Richard Matheson', 'John Sayles', 'Lou Rusoff', 'Charles B. Griffith', 'Claire Denis', 'John William Corrington', 'Ben Livingston', 'Hannah Shakespeare', 'Edgar Allan Poe', 'Jack Nicholson', 'Howard Browne', 'R. Wright Campbell', 'Robert Towne']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Terror --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       The Terror --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.315822
Path Entropy(↓):  1.863982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie she hate me were in which languages
Start Entity:     She Hate Me
Gold Answer:      [['Korean', 'Italian', 'German']]
Predicted Ans:    Korean
Predicted Path:   She Hate Me --[directed_by]--> Spike Lee --[(INV) directed_by]--> Oldboy --[in_language]--> Korean
Path (Raw):       She Hate Me --[directed_by]--> Spike Lee --[(INV) directed_by]--> Oldboy --[in_language]--> Korean
Neg LogProb(↓):   0.001870
Path Entropy(↓):  0.017067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film robin and marian
Start Entity:     Robin and Marian
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Robin and Marian --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       Robin and Marian --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   1.545417
Path Entropy(↓):  2.529449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie new town killers were in which genres
Start Entity:     New Town Killers
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   New Town Killers --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       New Town Killers --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.871137
Path Entropy(↓):  1.194374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in payback
Start Entity:     Payback
Gold Answer:      [['Mel Gibson', 'David Paymer', 'Maria Bello', 'Gregg Henry']]
Predicted Ans:    Mel Gibson
Predicted Path:   Payback --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America --[starred_actors]--> Mel Gibson
Path (Raw):       Payback --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.523210
Path Entropy(↓):  1.075484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in kikujiro
Start Entity:     Kikujiro
Gold Answer:      [['Takeshi Kitano']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Kikujiro --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Battle Royale --[starred_actors]--> Takeshi Kitano
Path (Raw):       Kikujiro --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Battle Royale --[starred_actors]--> Takeshi Kitano
Neg LogProb(↓):   0.531633
Path Entropy(↓):  1.466675
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in ransom
Start Entity:     Ransom
Gold Answer:      [['Mel Gibson', 'Rene Russo', 'Gary Sinise']]
Predicted Ans:    Mel Gibson
Predicted Path:   Ransom --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America --[starred_actors]--> Mel Gibson
Path (Raw):       Ransom --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.473573
Path Entropy(↓):  1.113972
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of bright victory
Start Entity:     Bright Victory
Gold Answer:      [['Herman Shumlin', 'Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Bright Victory --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City --[directed_by]--> Michael Curtiz
Path (Raw):       Bright Victory --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.194119
Path Entropy(↓):  0.502592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in weary river
Start Entity:     Weary River
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Weary River --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[in_language]--> German
Path (Raw):       Weary River --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[in_language]--> German
Neg LogProb(↓):   0.096078
Path Entropy(↓):  0.314501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by philippe falardeau
Start Entity:     Philippe Falardeau
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Philippe Falardeau --[(INV) written_by]--> Monsieur Lazhar --[has_genre]--> Drama
Path (Raw):       Philippe Falardeau --[No Operation]--> Philippe Falardeau --[(INV) written_by]--> Monsieur Lazhar --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by ron leibman
Start Entity:     Ron Leibman
Gold Answer:      [['William Goldman', 'Donald E. Westlake', 'Stephen Geller', 'L.H. Whittemore', 'Robert Klane', 'Irving Ravetch']]
Predicted Ans:    Irving Ravetch
Predicted Path:   Ron Leibman --[(INV) starred_actors]--> Norma Rae --[written_by]--> Irving Ravetch
Path (Raw):       Ron Leibman --[No Operation]--> Ron Leibman --[(INV) starred_actors]--> Norma Rae --[written_by]--> Irving Ravetch
Neg LogProb(↓):   0.142687
Path Entropy(↓):  0.484540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film what richard did
Start Entity:     What Richard Did
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   What Richard Did --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Path (Raw):       What Richard Did --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Neg LogProb(↓):   0.046606
Path Entropy(↓):  0.186550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by keoni waxman fall under
Start Entity:     Keoni Waxman
Gold Answer:      [['Crime', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Keoni Waxman --[(INV) directed_by]--> Sweepers --[has_genre]--> Action
Path (Raw):       Keoni Waxman --[No Operation]--> Keoni Waxman --[(INV) directed_by]--> Sweepers --[has_genre]--> Action
Neg LogProb(↓):   0.001319
Path Entropy(↓):  0.012218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with keith reddin
Start Entity:     Keith Reddin
Gold Answer:      [['Evan Dunsky']]
Predicted Ans:    Evan Dunsky
Predicted Path:   Keith Reddin --[(INV) written_by]--> The Alarmist --[written_by]--> Evan Dunsky
Path (Raw):       Keith Reddin --[No Operation]--> Keith Reddin --[(INV) written_by]--> The Alarmist --[written_by]--> Evan Dunsky
Neg LogProb(↓):   0.000539
Path Entropy(↓):  0.004599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film creator was directed by who
Start Entity:     Creator
Gold Answer:      [['Ivan Passer']]
Predicted Ans:    Ivan Passer
Predicted Path:   Creator --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Born to Win --[directed_by]--> Ivan Passer
Path (Raw):       Creator --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Born to Win --[directed_by]--> Ivan Passer
Neg LogProb(↓):   0.073138
Path Entropy(↓):  0.308791
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in to kill a mockingbird
Start Entity:     To Kill a Mockingbird
Gold Answer:      [["Frank O'Rourke", 'Robert Guédiguian', 'Luis Puenzo', 'Aída Bortnik', 'Angus MacPhail', 'Philip Dunne', 'John Huston', 'Casey Robinson', 'Donald Hamilton', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'David O. Selznick', 'Sloan Wilson', 'Emeric Pressburger', 'Carl Foreman', 'John Paxton', 'Alan Sharp', 'Jed Harris', 'Jerry Sterner', 'George Wells', 'James Bridie', 'David Seltzer', 'André De Toth', 'William Bowers', 'Alistair MacLean', 'Gordon Cotler', 'Sonya Levien', 'Leo Rosten', 'Ray Bradbury', 'Paul Osborn', 'Ira Levin', 'Marjorie Kinnan Rawlings', 'Heck Allen', 'Carlos Fuentes', 'John D. MacDonald', 'John Meehan', 'Nunnally Johnson', 'John Dighton', 'James R. Webb', 'Peter Stone', 'Martin Caidin', 'Herman Melville', 'Howard Fast', 'Dalton Trumbo', 'Marcia Davenport', 'James Leasor', 'Madison Jones', 'William Sellers', 'Nevil Shute', 'Rachid Bouchareb', 'Alvin Sargent', 'Ben Hecht', 'Alma Reville', 'Sy Bartlett', 'Heywood Gould', 'Joseph L. Mankiewicz']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   To Kill a Mockingbird --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Roman Holiday --[written_by]--> Dalton Trumbo
Path (Raw):       To Kill a Mockingbird --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Roman Holiday --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.956405
Path Entropy(↓):  1.935038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by adventureland screenwriters
Start Entity:     Adventureland
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Adventureland --[written_by]--> Greg Mottola --[(INV) written_by]--> The Daytrippers --[has_genre]--> Drama
Path (Raw):       Adventureland --[written_by]--> Greg Mottola --[(INV) written_by]--> The Daytrippers --[has_genre]--> Drama
Neg LogProb(↓):   0.000210
Path Entropy(↓):  0.001992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by steven shainberg in
Start Entity:     Steven Shainberg
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Steven Shainberg --[(INV) written_by]--> Secretary --[has_genre]--> Romance
Path (Raw):       Steven Shainberg --[No Operation]--> Steven Shainberg --[(INV) written_by]--> Secretary --[has_genre]--> Romance
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does elisha cuthbert star in
Start Entity:     Elisha Cuthbert
Gold Answer:      [['House of Wax', 'Captivity', 'The Girl Next Door', 'The Quiet', 'My Sassy Girl']]
Predicted Ans:    The Quiet
Predicted Path:   Elisha Cuthbert --[(INV) starred_actors]--> The Quiet --[starred_actors]--> Elisha Cuthbert --[(INV) starred_actors]--> The Quiet
Path (Raw):       Elisha Cuthbert --[(INV) starred_actors]--> The Quiet --[starred_actors]--> Elisha Cuthbert --[(INV) starred_actors]--> The Quiet
Neg LogProb(↓):   0.009700
Path Entropy(↓):  0.061691
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of murder by numbers
Start Entity:     Murder by Numbers
Gold Answer:      [['Charles Lederer', 'Eleazar Lipsky', 'Fernando Vallejo', 'Ben Hecht', 'Charles Bukowski', 'Barbet Schroeder', 'Mimsy Farmer', 'Rosellen Brown', 'John Lutz']]
Predicted Ans:    Rosellen Brown
Predicted Path:   Murder by Numbers --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[written_by]--> Rosellen Brown
Path (Raw):       Murder by Numbers --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[written_by]--> Rosellen Brown
Neg LogProb(↓):   0.360372
Path Entropy(↓):  0.891399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the event writers
Start Entity:     The Event
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Event --[written_by]--> Tim Marback --[(INV) written_by]--> The Event --[has_genre]--> Drama
Path (Raw):       The Event --[written_by]--> Tim Marback --[(INV) written_by]--> The Event --[has_genre]--> Drama
Neg LogProb(↓):   1.152506
Path Entropy(↓):  1.079829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of tyler perry's a madea christmas
Start Entity:     Tyler Perry's A Madea Christmas
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tyler Perry's A Madea Christmas --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Path (Raw):       Tyler Perry's A Madea Christmas --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Neg LogProb(↓):   1.188368
Path Entropy(↓):  1.454217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the fitzgerald family christmas are written by who
Start Entity:     The Fitzgerald Family Christmas
Gold Answer:      [['Edward Burns']]
Predicted Ans:    Edward Burns
Predicted Path:   The Fitzgerald Family Christmas --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One --[written_by]--> Edward Burns
Path (Raw):       The Fitzgerald Family Christmas --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One --[written_by]--> Edward Burns
Neg LogProb(↓):   0.954485
Path Entropy(↓):  1.980019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film another happy day
Start Entity:     Another Happy Day
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Another Happy Day --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Another Happy Day --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.506454
Path Entropy(↓):  4.791481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by regis wargnier were released in which years
Start Entity:     Régis Wargnier
Gold Answer:      [['2005', '1992']]
Predicted Ans:    2005
Predicted Path:   Régis Wargnier --[(INV) directed_by]--> Man to Man --[release_year]--> 2005
Path (Raw):       Régis Wargnier --[No Operation]--> Régis Wargnier --[(INV) directed_by]--> Man to Man --[release_year]--> 2005
Neg LogProb(↓):   0.005808
Path Entropy(↓):  0.036010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of eating raoul
Start Entity:     Eating Raoul
Gold Answer:      [['Scenes from the Class Struggle in Beverly Hills', 'Private Parts', 'Death Race 2000']]
Predicted Ans:    Scenes from the Class Struggle in Beverly Hills
Predicted Path:   Eating Raoul --[directed_by]--> Paul Bartel --[(INV) directed_by]--> Scenes from the Class Struggle in Beverly Hills
Path (Raw):       Eating Raoul --[No Operation]--> Eating Raoul --[directed_by]--> Paul Bartel --[(INV) directed_by]--> Scenes from the Class Struggle in Beverly Hills
Neg LogProb(↓):   0.316370
Path Entropy(↓):  0.771645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by frank deese were directed by who
Start Entity:     Frank Deese
Gold Answer:      [['Christopher Cain']]
Predicted Ans:    Christopher Cain
Predicted Path:   Frank Deese --[(INV) written_by]--> The Principal --[directed_by]--> Christopher Cain
Path (Raw):       Frank Deese --[No Operation]--> Frank Deese --[(INV) written_by]--> The Principal --[directed_by]--> Christopher Cain
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for suburbia
Start Entity:     Suburbia
Gold Answer:      [['Penelope Spheeris']]
Predicted Ans:    Penelope Spheeris
Predicted Path:   Suburbia --[written_by]--> Penelope Spheeris --[(INV) written_by]--> Suburbia --[written_by]--> Penelope Spheeris
Path (Raw):       Suburbia --[written_by]--> Penelope Spheeris --[(INV) written_by]--> Suburbia --[written_by]--> Penelope Spheeris
Neg LogProb(↓):   0.004048
Path Entropy(↓):  0.028640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did keisuke kinoshita direct
Start Entity:     Keisuke Kinoshita
Gold Answer:      [['Twenty-Four Eyes', 'Carmen Comes Home']]
Predicted Ans:    Carmen Comes Home
Predicted Path:   Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home
Path (Raw):       Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home
Neg LogProb(↓):   0.409548
Path Entropy(↓):  1.078768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film adventures of captain marvel
Start Entity:     Adventures of Captain Marvel
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Adventures of Captain Marvel --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Adventures of Captain Marvel --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   2.127588
Path Entropy(↓):  2.926864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the freshman
Start Entity:     The Freshman
Gold Answer:      [['Ted Wilde', 'Sam Taylor', 'Clarence Budington Kelland', 'Paul Rudnick', 'Carl Hiaasen', 'Hal Roach', 'Andrew Bergman', 'Tim Whelan', 'Michael Korda']]
Predicted Ans:    Andrew Bergman
Predicted Path:   The Freshman --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> The Freshman --[written_by]--> Andrew Bergman
Path (Raw):       The Freshman --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> The Freshman --[written_by]--> Andrew Bergman
Neg LogProb(↓):   0.850067
Path Entropy(↓):  2.046470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the departed
Start Entity:     The Departed
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   The Departed --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       The Departed --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   2.761894
Path Entropy(↓):  4.614721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie jarhead
Start Entity:     Jarhead
Gold Answer:      [['Robert Graysmith', 'Michael Goldenberg', 'José Saramago', 'Carol Sobieski', 'Marc Guggenheim', 'Michael Green', 'Kimberly Peirce', 'Andy Bienen', 'Michael Mann', 'Rebecca Miller', 'Rawson Marshall Thurber', 'David Auburn', 'Annie Proulx', 'Jonathan Raymond', 'Taylor Hackford', 'Thomas Meehan', 'Roberto Orci', 'Alex Kurtzman', 'James Vanderbilt', 'Quentin Tarantino', 'Larry McMurtry', 'Richard Kelly', 'Harold Gray', 'Roland Emmerich', 'Kelly Reichardt', 'Matthew Michael Carnahan', 'Jocelyn Moorhouse', 'Javier Gullón', 'Diana Ossana', 'Anders Thomas Jensen', 'Stuart Beattie', 'J. Stanford Parker', 'Bill Condon', 'Andy Bellin', 'Wayne Wang', 'Susannah Grant', 'Kurt Wimmer', 'Steve Lopez', 'David Ayer', 'Anthony Yerkovich', 'Will Gluck', 'Dan Gilroy', 'Ben Ripley', 'Tom Eyen', 'Takashi Bufford', 'Greg Berlanti', 'Michael Chabon', 'Susanne Bier', 'Billy Ray']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Jarhead --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Path (Raw):       Jarhead --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Neg LogProb(↓):   1.017201
Path Entropy(↓):  0.878976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in by the sword
Start Entity:     By the Sword
Gold Answer:      [['F. Murray Abraham', 'Eric Roberts']]
Predicted Ans:    Eric Roberts
Predicted Path:   By the Sword --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Sharktopus --[starred_actors]--> Eric Roberts
Path (Raw):       By the Sword --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Sharktopus --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.004180
Path Entropy(↓):  0.027858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of two women
Start Entity:     Two Women
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Two Women --[written_by]--> Cesare Zavattini --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Path (Raw):       Two Women --[written_by]--> Cesare Zavattini --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Neg LogProb(↓):   0.160338
Path Entropy(↓):  0.465917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in swimming pool
Start Entity:     Swimming Pool
Gold Answer:      [['Ludivine Sagnier', 'Charlotte Rampling']]
Predicted Ans:    Charlotte Rampling
Predicted Path:   Swimming Pool --[starred_actors]--> Charlotte Rampling --[(INV) starred_actors]--> Swimming Pool --[starred_actors]--> Charlotte Rampling
Path (Raw):       Swimming Pool --[starred_actors]--> Charlotte Rampling --[(INV) starred_actors]--> Swimming Pool --[starred_actors]--> Charlotte Rampling
Neg LogProb(↓):   0.008982
Path Entropy(↓):  0.059488
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of psycho iii
Start Entity:     Psycho III
Gold Answer:      [['Rudolph Maté', 'Annabel Jankel', 'Rocky Morton']]
Predicted Ans:    Anthony Perkins
Predicted Path:   Psycho III --[written_by]--> Charles Edward Pogue --[(INV) written_by]--> Psycho III --[directed_by]--> Anthony Perkins
Path (Raw):       Psycho III --[written_by]--> Charles Edward Pogue --[(INV) written_by]--> Psycho III --[directed_by]--> Anthony Perkins
Neg LogProb(↓):   0.134160
Path Entropy(↓):  0.462158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the germinal director release
Start Entity:     Germinal
Gold Answer:      [['1997', '1990', '1967', '1986', '2007']]
Predicted Ans:    1986
Predicted Path:   Germinal --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[release_year]--> 1986
Path (Raw):       Germinal --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[release_year]--> 1986
Neg LogProb(↓):   0.339443
Path Entropy(↓):  1.030438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director nicolas roeg co - directed films with who
Start Entity:     Nicolas Roeg
Gold Answer:      [['Shinji Aoyama', 'Cyril Frankel', 'Donald Cammell', 'Cecil B. DeMille']]
Predicted Ans:    Nicolas Roeg
Predicted Path:   Nicolas Roeg --[(INV) directed_by]--> Castaway --[directed_by]--> Nicolas Roeg
Path (Raw):       Nicolas Roeg --[No Operation]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[directed_by]--> Nicolas Roeg
Neg LogProb(↓):   0.697847
Path Entropy(↓):  1.048630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies was jason alexander an actor in
Start Entity:     Jason Alexander
Gold Answer:      [['Dunston Checks In', 'Pretty Woman', 'North', 'Shallow Hal', 'White Palace', 'The Hunchback of Notre Dame']]
Predicted Ans:    Keys to Tulsa
Predicted Path:   Jason Alexander --[(INV) starred_actors]--> White Palace --[starred_actors]--> James Spader --[(INV) starred_actors]--> Keys to Tulsa
Path (Raw):       Jason Alexander --[(INV) starred_actors]--> White Palace --[starred_actors]--> James Spader --[(INV) starred_actors]--> Keys to Tulsa
Neg LogProb(↓):   1.057609
Path Entropy(↓):  1.131608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by geraldine nakache were in which languages
Start Entity:     Géraldine Nakache
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Géraldine Nakache --[(INV) directed_by]--> Tout ce qui brille --[in_language]--> French
Path (Raw):       Géraldine Nakache --[No Operation]--> Géraldine Nakache --[(INV) directed_by]--> Tout ce qui brille --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by stef o'driscoll
Start Entity:     Stef O'Driscoll
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Stef O'Driscoll --[(INV) written_by]--> Powder Room --[release_year]--> 2013
Path (Raw):       Stef O'Driscoll --[No Operation]--> Stef O'Driscoll --[(INV) written_by]--> Powder Room --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was rashane limtrakul a writer on
Start Entity:     Rashane Limtrakul
Gold Answer:      [['Raging Phoenix']]
Predicted Ans:    Raging Phoenix
Predicted Path:   Rashane Limtrakul --[(INV) written_by]--> Raging Phoenix --[written_by]--> Rashane Limtrakul --[(INV) written_by]--> Raging Phoenix
Path (Raw):       Rashane Limtrakul --[(INV) written_by]--> Raging Phoenix --[written_by]--> Rashane Limtrakul --[(INV) written_by]--> Raging Phoenix
Neg LogProb(↓):   0.000171
Path Entropy(↓):  0.001657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by ron judkins fall under
Start Entity:     Ron Judkins
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ron Judkins --[(INV) written_by]--> The Hi-Line --[has_genre]--> Drama
Path (Raw):       Ron Judkins --[No Operation]--> Ron Judkins --[(INV) written_by]--> The Hi-Line --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie shakes the clown
Start Entity:     Shakes the Clown
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Shakes the Clown --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Shakes the Clown --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.108188
Path Entropy(↓):  4.344112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of poltergeist iii
Start Entity:     Poltergeist III
Gold Answer:      [['Vice Squad']]
Predicted Ans:    Vice Squad
Predicted Path:   Poltergeist III --[directed_by]--> Gary Sherman --[(INV) directed_by]--> Vice Squad
Path (Raw):       Poltergeist III --[No Operation]--> Poltergeist III --[directed_by]--> Gary Sherman --[(INV) directed_by]--> Vice Squad
Neg LogProb(↓):   0.337831
Path Entropy(↓):  0.602452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by jake gyllenhaal
Start Entity:     jake gyllenhaal
Gold Answer:      [['Jarhead', 'Rendition', 'Bubble Boy', 'End of Watch', 'The Good Girl', 'Prisoners', 'Source Code', 'The Day After Tomorrow', 'Nightcrawler', 'Enemy', 'Brokeback Mountain', 'Donnie Darko', 'October Sky', 'Zodiac', 'Brothers', 'Proof']]
Predicted Ans:    Brokeback Mountain
Predicted Path:   jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain --[has_tags]--> jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain
Path (Raw):       jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain --[has_tags]--> jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain
Neg LogProb(↓):   0.004137
Path Entropy(↓):  0.034784
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by jim gillespie
Start Entity:     Jim Gillespie
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Jim Gillespie --[(INV) directed_by]--> I Know What You Did Last Summer --[release_year]--> 1997
Path (Raw):       Jim Gillespie --[No Operation]--> Jim Gillespie --[(INV) directed_by]--> I Know What You Did Last Summer --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by eva marie saint release
Start Entity:     Eva Marie Saint
Gold Answer:      [['1962', '1970', '1964', '1966', '1957', '1959']]
Predicted Ans:    1959
Predicted Path:   Eva Marie Saint --[(INV) starred_actors]--> North by Northwest --[release_year]--> 1959
Path (Raw):       Eva Marie Saint --[No Operation]--> Eva Marie Saint --[(INV) starred_actors]--> North by Northwest --[release_year]--> 1959
Neg LogProb(↓):   1.363540
Path Entropy(↓):  1.828648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed beverly hills chihuahua 2
Start Entity:     Beverly Hills Chihuahua 2
Gold Answer:      [['2014']]
Predicted Ans:    2011
Predicted Path:   Beverly Hills Chihuahua 2 --[directed_by]--> Alex Zamm --[(INV) directed_by]--> Beverly Hills Chihuahua 2 --[release_year]--> 2011
Path (Raw):       Beverly Hills Chihuahua 2 --[directed_by]--> Alex Zamm --[(INV) directed_by]--> Beverly Hills Chihuahua 2 --[release_year]--> 2011
Neg LogProb(↓):   0.066000
Path Entropy(↓):  0.237484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with you're next fall under
Start Entity:     You're Next
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   You're Next --[written_by]--> Simon Barrett --[(INV) written_by]--> V/H/S/2 --[has_genre]--> Horror
Path (Raw):       You're Next --[written_by]--> Simon Barrett --[(INV) written_by]--> V/H/S/2 --[has_genre]--> Horror
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of relentless
Start Entity:     Relentless
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Relentless --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       Relentless --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   0.836823
Path Entropy(↓):  1.769294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in regular lovers
Start Entity:     Regular Lovers
Gold Answer:      [['Bertrand Bonello', 'Christophe Honoré', 'Philippe Garrel']]
Predicted Ans:    Christophe Honoré
Predicted Path:   Regular Lovers --[starred_actors]--> Louis Garrel --[(INV) starred_actors]--> Love Songs --[written_by]--> Christophe Honoré
Path (Raw):       Regular Lovers --[starred_actors]--> Louis Garrel --[(INV) starred_actors]--> Love Songs --[written_by]--> Christophe Honoré
Neg LogProb(↓):   0.537425
Path Entropy(↓):  0.949788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in rear window
Start Entity:     Rear Window
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Rear Window --[starred_actors]--> Grace Kelly --[(INV) starred_actors]--> To Catch a Thief --[has_genre]--> Thriller
Path (Raw):       Rear Window --[starred_actors]--> Grace Kelly --[(INV) starred_actors]--> To Catch a Thief --[has_genre]--> Thriller
Neg LogProb(↓):   0.300886
Path Entropy(↓):  0.917644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film hard to kill
Start Entity:     Hard to Kill
Gold Answer:      [['Walter Hill', 'Michael Oblowitz', 'Dean Semler', 'Don Michael Paul', 'Roland Emmerich', 'Ethan Maniquis', 'Albert Pyun', 'Félix Enríquez Alcalá', 'Don E. FauntLeRoy', 'mink', 'Andrzej Bartkowiak', 'Steven Seagal', 'Anthony Hickox', 'Andrew Davis', 'Norberto Barba', 'Joel Schumacher', 'Alexander Gruszynski', 'Dave Parker', 'Dwight H. Little', 'Keoni Waxman', 'Robert Parrish', 'Roel Reiné', 'Stuart Gillard', 'John Flynn', 'Richard Crudo', 'Michael Keusch', 'John Gray', 'Robert Rodriguez', 'Lauro Chartrand', 'John Hughes', 'Stuart Baird', 'Isaac Cravit']]
Predicted Ans:    Andrzej Bartkowiak
Predicted Path:   Hard to Kill --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Path (Raw):       Hard to Kill --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Neg LogProb(↓):   0.965276
Path Entropy(↓):  1.621224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of inferno
Start Entity:     Inferno
Gold Answer:      [['Henry Fonda', 'Urbano Barberini', 'Natasha Hovey', 'Peter Graves', 'Jessica Harper', 'Nino Castelnuovo', 'James Daly', 'Adrien Brody', 'Barbara Cupisti', 'Hugh Quarshie', 'Daria Nicolodi', 'Tomas Arana', 'Claudia Cardinale', 'Bud Spencer', 'Jason Robards', 'Ian Charleson', 'Asia Argento', 'Cristina Marsillach', 'Flavio Bucci', 'Stefania Casini', 'Adrienne Barbeau', 'David Hemmings', 'Thomas Kretschmann', 'Jennifer Connelly', 'Stefania Rocca', 'Nancy Brilli', 'David Edwin Knight', 'Charles Bronson', 'Liam Cunningham']]
Predicted Ans:    Cristina Marsillach
Predicted Path:   Inferno --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[starred_actors]--> Cristina Marsillach
Path (Raw):       Inferno --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[starred_actors]--> Cristina Marsillach
Neg LogProb(↓):   0.347756
Path Entropy(↓):  1.097037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of irene papas
Start Entity:     Irene Papas
Gold Answer:      [['Richard Burton', 'Anthony Quinn', 'Alan Bates', 'Lila Kedrova', 'Jacques Perrin', 'Luther Adler', 'Alex Cord', 'Yves Montand', 'Geneviève Bujold', 'Anthony Quayle', 'Kirk Douglas']]
Predicted Ans:    Richard Burton
Predicted Path:   Irene Papas --[(INV) starred_actors]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Path (Raw):       Irene Papas --[No Operation]--> Irene Papas --[(INV) starred_actors]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.142643
Path Entropy(↓):  0.403652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film tyson were in which languages
Start Entity:     Tyson
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Tyson --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[in_language]--> English
Path (Raw):       Tyson --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[in_language]--> English
Neg LogProb(↓):   1.533202
Path Entropy(↓):  1.616077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did kira muratova write
Start Entity:     Kira Muratova
Gold Answer:      [['The Asthenic Syndrome']]
Predicted Ans:    The Asthenic Syndrome
Predicted Path:   Kira Muratova --[(INV) written_by]--> The Asthenic Syndrome --[written_by]--> Kira Muratova --[(INV) written_by]--> The Asthenic Syndrome
Path (Raw):       Kira Muratova --[(INV) written_by]--> The Asthenic Syndrome --[written_by]--> Kira Muratova --[(INV) written_by]--> The Asthenic Syndrome
Neg LogProb(↓):   0.000211
Path Entropy(↓):  0.002002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of young winston
Start Entity:     Young Winston
Gold Answer:      [['The Four Feathers', 'Aces High', 'I Start Counting', 'Frankenstein Must Be Destroyed']]
Predicted Ans:    Aces High
Predicted Path:   Young Winston --[starred_actors]--> Simon Ward --[(INV) starred_actors]--> Aces High
Path (Raw):       Young Winston --[starred_actors]--> Simon Ward --[No Operation]--> Simon Ward --[(INV) starred_actors]--> Aces High
Neg LogProb(↓):   0.412489
Path Entropy(↓):  0.649526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the leopard
Start Entity:     The Leopard
Gold Answer:      [['Mario Monicelli', 'Victor Trivas', 'Federico Fellini', 'Luchino Visconti', 'René Clément', 'Camillo Boito', 'Cesare Zavattini', 'Albert Camus', 'Thomas Mann']]
Predicted Ans:    Luchino Visconti
Predicted Path:   The Leopard --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Ludwig --[written_by]--> Luchino Visconti
Path (Raw):       The Leopard --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Ludwig --[written_by]--> Luchino Visconti
Neg LogProb(↓):   0.754042
Path Entropy(↓):  1.324915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of david duncan
Start Entity:     David Duncan
Gold Answer:      [['H.G. Wells']]
Predicted Ans:    H.G. Wells
Predicted Path:   David Duncan --[(INV) written_by]--> The Time Machine --[written_by]--> H.G. Wells
Path (Raw):       David Duncan --[No Operation]--> David Duncan --[(INV) written_by]--> The Time Machine --[written_by]--> H.G. Wells
Neg LogProb(↓):   0.700472
Path Entropy(↓):  0.741386
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films parenti serpenti are written by who
Start Entity:     Parenti serpenti
Gold Answer:      [['Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Vincenzo Cerami', 'Cesare Zavattini']]
Predicted Ans:    Mario Monicelli
Predicted Path:   Parenti serpenti --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Big Deal on Madonna Street --[written_by]--> Mario Monicelli
Path (Raw):       Parenti serpenti --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Big Deal on Madonna Street --[written_by]--> Mario Monicelli
Neg LogProb(↓):   0.903931
Path Entropy(↓):  1.332273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the private life of sherlock holmes were in which languages
Start Entity:     The Private Life of Sherlock Holmes
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The Private Life of Sherlock Holmes --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[in_language]--> English
Path (Raw):       The Private Life of Sherlock Holmes --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[in_language]--> English
Neg LogProb(↓):   0.244760
Path Entropy(↓):  0.746447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with a night at the opera in
Start Entity:     A Night at the Opera
Gold Answer:      [['Spanish']]
Predicted Ans:    Casey Robinson
Predicted Path:   A Night at the Opera --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[written_by]--> Casey Robinson
Path (Raw):       A Night at the Opera --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.095000
Path Entropy(↓):  0.449291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies did christopher scott cherot direct
Start Entity:     Christopher Scott Cherot
Gold Answer:      [['G', 'Hav Plenty']]
Predicted Ans:    G
Predicted Path:   Christopher Scott Cherot --[(INV) directed_by]--> G --[directed_by]--> Christopher Scott Cherot --[(INV) directed_by]--> G
Path (Raw):       Christopher Scott Cherot --[(INV) directed_by]--> G --[directed_by]--> Christopher Scott Cherot --[(INV) directed_by]--> G
Neg LogProb(↓):   0.129479
Path Entropy(↓):  0.387343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of a time for killing
Start Entity:     A Time for Killing
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   A Time for Killing --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Tomb of Ligeia --[in_language]--> English
Path (Raw):       A Time for Killing --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Tomb of Ligeia --[in_language]--> English
Neg LogProb(↓):   0.002158
Path Entropy(↓):  0.018054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in a wedding
Start Entity:     A Wedding
Gold Answer:      [['Carol Sobieski', 'Richard Price', 'Peter S. Beagle', 'Penny Panayotopoulou', 'Thomas Meehan', 'George Tabori', 'Marco Denevi', 'Woody Allen', 'Richard Maibaum', 'Cyril Hume', 'Alan Alda', 'Harold Gray', 'Roman Polanski', 'Corey Allen', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Ira Levin', 'Michel Gondry', 'Owen Davis', 'David Frankel', 'Dan Madigan', 'Peter De Vries', 'Sofia Coppola', 'Francis Ford Coppola', 'Marco Martins', 'Hugh Leonard', 'Rick Moranis', 'Will Gluck', 'Dave Thomas', 'Julius J. Epstein', 'Lewis Carroll']]
Predicted Ans:    Woody Allen
Predicted Path:   A Wedding --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Path (Raw):       A Wedding --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   1.122752
Path Entropy(↓):  1.600620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie camila
Start Entity:     Camila
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Camila --[directed_by]--> María Luisa Bemberg --[(INV) directed_by]--> I Don't Want to Talk About It --[release_year]--> 1993
Path (Raw):       Camila --[directed_by]--> María Luisa Bemberg --[(INV) directed_by]--> I Don't Want to Talk About It --[release_year]--> 1993
Neg LogProb(↓):   0.006397
Path Entropy(↓):  0.040014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in stitches
Start Entity:     Stitches
Gold Answer:      [['Ross Noble', 'Tommy Knight']]
Predicted Ans:    Ross Noble
Predicted Path:   Stitches --[starred_actors]--> Ross Noble --[(INV) starred_actors]--> Stitches --[starred_actors]--> Ross Noble
Path (Raw):       Stitches --[starred_actors]--> Ross Noble --[(INV) starred_actors]--> Stitches --[starred_actors]--> Ross Noble
Neg LogProb(↓):   0.009737
Path Entropy(↓):  0.059578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the monkey king
Start Entity:     The Monkey King
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   The Monkey King --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       The Monkey King --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.813762
Path Entropy(↓):  4.411130
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did veronica roth write
Start Entity:     Veronica Roth
Gold Answer:      [['Divergent']]
Predicted Ans:    Divergent
Predicted Path:   Veronica Roth --[(INV) written_by]--> Divergent --[written_by]--> Veronica Roth --[(INV) written_by]--> Divergent
Path (Raw):       Veronica Roth --[(INV) written_by]--> Divergent --[written_by]--> Veronica Roth --[(INV) written_by]--> Divergent
Neg LogProb(↓):   0.000725
Path Entropy(↓):  0.006115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie otello
Start Entity:     Otello
Gold Answer:      [['Michael Almereyda', 'Boris Pasternak', 'Franco Zeffirelli', 'Talbot Jennings', 'William Shakespeare', 'Kenneth Branagh', 'John Mortimer', 'Grigori Kozintsev', 'Shana Feste', 'Joshua Safran', 'Charlotte Brontë', 'Scott Spencer', 'Aldous Huxley', 'John Houseman', 'Wanda Tuchock', 'Leonard Praskins', 'Tony Richardson', 'Martin Sherman', 'Moira Buffini', 'Robert Stevenson', 'Frances Marion', 'Judith Rascoe']]
Predicted Ans:    William Shakespeare
Predicted Path:   Otello --[directed_by]--> Franco Zeffirelli --[(INV) directed_by]--> Hamlet --[written_by]--> William Shakespeare
Path (Raw):       Otello --[directed_by]--> Franco Zeffirelli --[(INV) directed_by]--> Hamlet --[written_by]--> William Shakespeare
Neg LogProb(↓):   2.399104
Path Entropy(↓):  2.784623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did john farris write
Start Entity:     John Farris
Gold Answer:      [['The Fury']]
Predicted Ans:    The Fury
Predicted Path:   John Farris --[(INV) written_by]--> The Fury --[written_by]--> John Farris --[(INV) written_by]--> The Fury
Path (Raw):       John Farris --[(INV) written_by]--> The Fury --[written_by]--> John Farris --[(INV) written_by]--> The Fury
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in california split
Start Entity:     California Split
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   California Split --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Path (Raw):       California Split --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Neg LogProb(↓):   0.589308
Path Entropy(↓):  0.849634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in chance pe dance
Start Entity:     Chance Pe Dance
Gold Answer:      [["Genelia D'Souza", 'Shahid Kapoor']]
Predicted Ans:    Shahid Kapoor
Predicted Path:   Chance Pe Dance --[starred_actors]--> Shahid Kapoor --[(INV) starred_actors]--> Chance Pe Dance --[starred_actors]--> Shahid Kapoor
Path (Raw):       Chance Pe Dance --[starred_actors]--> Shahid Kapoor --[(INV) starred_actors]--> Chance Pe Dance --[starred_actors]--> Shahid Kapoor
Neg LogProb(↓):   0.115961
Path Entropy(↓):  0.422997
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed female vampire
Start Entity:     Female Vampire
Gold Answer:      [['Jesús Franco']]
Predicted Ans:    Jesús Franco
Predicted Path:   Female Vampire --[directed_by]--> Jesús Franco --[(INV) directed_by]--> Count Dracula --[directed_by]--> Jesús Franco
Path (Raw):       Female Vampire --[directed_by]--> Jesús Franco --[(INV) directed_by]--> Count Dracula --[directed_by]--> Jesús Franco
Neg LogProb(↓):   0.507098
Path Entropy(↓):  0.673371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is in search of a midnight kiss
Start Entity:     In Search of a Midnight Kiss
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   In Search of a Midnight Kiss --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       In Search of a Midnight Kiss --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.540890
Path Entropy(↓):  4.477043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote pieces of april
Start Entity:     Pieces of April
Gold Answer:      [['2012', '1993', '2007']]
Predicted Ans:    2012
Predicted Path:   Pieces of April --[written_by]--> Peter Hedges --[(INV) written_by]--> The Odd Life of Timothy Green --[release_year]--> 2012
Path (Raw):       Pieces of April --[written_by]--> Peter Hedges --[(INV) written_by]--> The Odd Life of Timothy Green --[release_year]--> 2012
Neg LogProb(↓):   0.230367
Path Entropy(↓):  0.719340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the hurricane actors release
Start Entity:     The Hurricane
Gold Answer:      [['1944', '2003', '1992', '1993', '1936', '2006', '1935', '1979', '1941', '1974', '2007', '1998', '1939', '2010', '2004', '1947', '2014', '1932', '1931', '1995', '1948', '2001', '1990', '1989', '1942', '1940', '1938', '1996', '2002', '2012', '2013', '2000', '1991', '1927', '1999', '1937', '1952']]
Predicted Ans:    1941
Predicted Path:   The Hurricane --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> The Maltese Falcon --[release_year]--> 1941
Path (Raw):       The Hurricane --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> The Maltese Falcon --[release_year]--> 1941
Neg LogProb(↓):   0.986142
Path Entropy(↓):  2.387565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with benicio del toro
Start Entity:     Benicio Del Toro
Gold Answer:      [['Emily Blunt', 'Juliette Lewis', 'Gabriel Byrne', 'Kevin Pollak', 'Claire Forlani', 'John Cusack', 'Jeffrey Wright', 'Michael Madsen', 'Halle Berry', 'Christopher Walken', 'Stephen Baldwin', 'Johnny Depp', 'Debi Mazar', 'Alicia Silverstone', 'Taye Diggs', 'Ryan Phillippe', 'Christopher Lambert', 'Michael Wincott', 'Joan Chen', 'John Lone', 'Tommy Lee Jones']]
Predicted Ans:    Benicio Del Toro
Predicted Path:   Benicio Del Toro --[(INV) starred_actors]--> Fear and Loathing in Las Vegas --[starred_actors]--> Benicio Del Toro
Path (Raw):       Benicio Del Toro --[No Operation]--> Benicio Del Toro --[(INV) starred_actors]--> Fear and Loathing in Las Vegas --[starred_actors]--> Benicio Del Toro
Neg LogProb(↓):   0.950698
Path Entropy(↓):  1.263811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie 30 years to life were in which genres
Start Entity:     30 Years to Life
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   30 Years to Life --[starred_actors]--> Tracy Morgan --[(INV) starred_actors]--> Cop Out --[has_genre]--> Comedy
Path (Raw):       30 Years to Life --[starred_actors]--> Tracy Morgan --[(INV) starred_actors]--> Cop Out --[has_genre]--> Comedy
Neg LogProb(↓):   0.126955
Path Entropy(↓):  0.420740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in they might be giants
Start Entity:     They Might Be Giants
Gold Answer:      [['Romance', 'Family', 'Music', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   They Might Be Giants --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[has_genre]--> Drama
Path (Raw):       They Might Be Giants --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[has_genre]--> Drama
Neg LogProb(↓):   1.258543
Path Entropy(↓):  2.325859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of semi - tough starred who
Start Entity:     Semi-Tough
Gold Answer:      [['Bruce Dern', 'Jerry Belson', 'Kristen Riter', 'Joe Flood', 'Matthew Goldsby', 'Albert Brooks', 'Holly Hunter', 'Joe Don Baker', 'Michael Caine', 'James Woods', 'Chevy Chase', "Tatum O'Neal", 'Eddie Murphy', 'Charles Grodin', 'Camilla Sparv', 'Robert Redford', 'Ewan McGregor', 'Scarlett Johansson', 'Brendan Fraser', 'Robin Williams', 'Lee Marvin', 'Donna Dixon', 'Gene Hackman', 'Walter Matthau', 'Bette Midler', 'Dan Aykroyd', 'Swoosie Kurtz', 'David Warner', 'Peter Boyle', 'Beau Bridges', 'Barbara Feldon', 'Oliver Platt']]
Predicted Ans:    Burt Reynolds
Predicted Path:   Semi-Tough --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Path (Raw):       Semi-Tough --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   1.174844
Path Entropy(↓):  0.882574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by derek haas were in which genres
Start Entity:     Derek Haas
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Derek Haas --[(INV) written_by]--> Wanted --[has_genre]--> Crime
Path (Raw):       Derek Haas --[No Operation]--> Derek Haas --[(INV) written_by]--> Wanted --[has_genre]--> Crime
Neg LogProb(↓):   0.900080
Path Entropy(↓):  1.086931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by capucine fall under
Start Entity:     Capucine
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Capucine --[(INV) starred_actors]--> The 7th Dawn --[has_genre]--> Drama
Path (Raw):       Capucine --[No Operation]--> Capucine --[(INV) starred_actors]--> The 7th Dawn --[has_genre]--> Drama
Neg LogProb(↓):   0.113600
Path Entropy(↓):  0.390500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the curse of the jade scorpion also starred in which films
Start Entity:     The Curse of the Jade Scorpion
Gold Answer:      [['Zelig', 'Play It Again, Sam', 'Stardust Memories', 'Take the Money and Run', 'Scenes from a Mall', "A Midsummer Night's Sex Comedy", 'New York Stories', 'Showgirls', 'Shadows and Fog', 'The Unbelievers', 'Love and Death', 'Manhattan', 'Annie Hall', 'Husbands and Wives', 'Sleeper', 'Fading Gigolo', 'Sweet and Lowdown', 'Antz', 'Bananas', 'The Front', 'Picking Up the Pieces', 'Anything Else', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks']]
Predicted Ans:    Scenes from a Mall
Predicted Path:   The Curse of the Jade Scorpion --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> Scenes from a Mall
Path (Raw):       The Curse of the Jade Scorpion --[starred_actors]--> Woody Allen --[No Operation]--> Woody Allen --[(INV) starred_actors]--> Scenes from a Mall
Neg LogProb(↓):   1.782182
Path Entropy(↓):  2.703151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with william l. stuart
Start Entity:     William L. Stuart
Gold Answer:      [['Victor Trivas', 'Frank P. Rosenberg', 'Ben Hecht', 'Robert E. Kent']]
Predicted Ans:    William L. Stuart
Predicted Path:   William L. Stuart --[(INV) written_by]--> Where the Sidewalk Ends --[written_by]--> William L. Stuart
Path (Raw):       William L. Stuart --[No Operation]--> William L. Stuart --[(INV) written_by]--> Where the Sidewalk Ends --[written_by]--> William L. Stuart
Neg LogProb(↓):   0.209422
Path Entropy(↓):  0.594134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by the director of full moon high
Start Entity:     Full Moon High
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Full Moon High --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[has_genre]--> Horror
Path (Raw):       Full Moon High --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[has_genre]--> Horror
Neg LogProb(↓):   0.529626
Path Entropy(↓):  1.128409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film parasite
Start Entity:     Parasite
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Parasite --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Parasite --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.596064
Path Entropy(↓):  3.783389
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film kimjongilia was directed by who
Start Entity:     Kimjongilia
Gold Answer:      [['N.C. Heikin']]
Predicted Ans:    N.C. Heikin
Predicted Path:   Kimjongilia --[directed_by]--> N.C. Heikin --[(INV) directed_by]--> Kimjongilia --[directed_by]--> N.C. Heikin
Path (Raw):       Kimjongilia --[directed_by]--> N.C. Heikin --[(INV) directed_by]--> Kimjongilia --[directed_by]--> N.C. Heikin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for a colt is my passport
Start Entity:     A Colt Is My Passport
Gold Answer:      [['Takashi Nomura']]
Predicted Ans:    Takashi Nomura
Predicted Path:   A Colt Is My Passport --[directed_by]--> Takashi Nomura --[(INV) directed_by]--> A Colt Is My Passport --[directed_by]--> Takashi Nomura
Path (Raw):       A Colt Is My Passport --[directed_by]--> Takashi Nomura --[(INV) directed_by]--> A Colt Is My Passport --[directed_by]--> Takashi Nomura
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of astro boy
Start Entity:     Astro Boy
Gold Answer:      [['David Bowers']]
Predicted Ans:    David Bowers
Predicted Path:   Astro Boy --[directed_by]--> David Bowers --[(INV) directed_by]--> Astro Boy --[directed_by]--> David Bowers
Path (Raw):       Astro Boy --[directed_by]--> David Bowers --[(INV) directed_by]--> Astro Boy --[directed_by]--> David Bowers
Neg LogProb(↓):   0.000397
Path Entropy(↓):  0.003502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the underneath
Start Entity:     The Underneath
Gold Answer:      [['Michael Pressman', 'Jon Turteltaub', 'Randal Kleiser', 'Taylor Hackford', 'Lee David Zlotoff', 'Gavin Millar']]
Predicted Ans:    Gavin Millar
Predicted Path:   The Underneath --[starred_actors]--> Peter Gallagher --[(INV) starred_actors]--> Dreamchild --[directed_by]--> Gavin Millar
Path (Raw):       The Underneath --[starred_actors]--> Peter Gallagher --[(INV) starred_actors]--> Dreamchild --[directed_by]--> Gavin Millar
Neg LogProb(↓):   0.372579
Path Entropy(↓):  1.064521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with dennis o'keefe
Start Entity:     Dennis O'Keefe
Gold Answer:      [['Adolphe Menjou', 'Martha Scott', 'Susan Hayward', 'Pola Negri', 'John Wayne', 'Gary Cooper', 'Alfred Ryder', 'Mary Meade', 'Laraine Day', 'William Frawley', 'Wallace Ford', 'Signe Hasso']]
Predicted Ans:    Adolphe Menjou
Predicted Path:   Dennis O'Keefe --[(INV) starred_actors]--> Hi Diddle Diddle --[starred_actors]--> Adolphe Menjou
Path (Raw):       Dennis O'Keefe --[No Operation]--> Dennis O'Keefe --[(INV) starred_actors]--> Hi Diddle Diddle --[starred_actors]--> Adolphe Menjou
Neg LogProb(↓):   0.005902
Path Entropy(↓):  0.038081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of welcome to the rileys
Start Entity:     Welcome to the Rileys
Gold Answer:      [['Jon Cryer', 'Joaquin Phoenix', 'Billy Crudup']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Welcome to the Rileys --[written_by]--> Ken Hixon --[(INV) written_by]--> Inventing the Abbotts --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Welcome to the Rileys --[written_by]--> Ken Hixon --[(INV) written_by]--> Inventing the Abbotts --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.024336
Path Entropy(↓):  0.127981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the cat came back
Start Entity:     The Cat Came Back
Gold Answer:      [['Animation', 'Short', 'Action']]
Predicted Ans:    Animation
Predicted Path:   The Cat Came Back --[written_by]--> Cordell Barker --[(INV) written_by]--> The Cat Came Back --[has_genre]--> Animation
Path (Raw):       The Cat Came Back --[written_by]--> Cordell Barker --[(INV) written_by]--> The Cat Came Back --[has_genre]--> Animation
Neg LogProb(↓):   0.825890
Path Entropy(↓):  1.294984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote twelve o'clock high
Start Entity:     Twelve O'Clock High
Gold Answer:      [['1941', '1963', '1944']]
Predicted Ans:    1949
Predicted Path:   Twelve O'Clock High --[written_by]--> Sy Bartlett --[(INV) written_by]--> Twelve O'Clock High --[release_year]--> 1949
Path (Raw):       Twelve O'Clock High --[written_by]--> Sy Bartlett --[(INV) written_by]--> Twelve O'Clock High --[release_year]--> 1949
Neg LogProb(↓):   0.225091
Path Entropy(↓):  0.634839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films written by barbara gowdy released
Start Entity:     Barbara Gowdy
Gold Answer:      [['1996', '2003']]
Predicted Ans:    2003
Predicted Path:   Barbara Gowdy --[(INV) written_by]--> Falling Angels --[release_year]--> 2003
Path (Raw):       Barbara Gowdy --[No Operation]--> Barbara Gowdy --[(INV) written_by]--> Falling Angels --[release_year]--> 2003
Neg LogProb(↓):   0.111470
Path Entropy(↓):  0.336963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in behind the candelabra
Start Entity:     Behind the Candelabra
Gold Answer:      [['2003', '1992', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1956', '2002', '2012', '2011', '2013', '2000', '1997', '1999', '1987', '1969']]
Predicted Ans:    2011
Predicted Path:   Behind the Candelabra --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> We Bought a Zoo --[release_year]--> 2011
Path (Raw):       Behind the Candelabra --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> We Bought a Zoo --[release_year]--> 2011
Neg LogProb(↓):   1.327269
Path Entropy(↓):  1.911130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the sea that thinks
Start Entity:     The Sea That Thinks
Gold Answer:      [['Gert de Graaff']]
Predicted Ans:    Gert de Graaff
Predicted Path:   The Sea That Thinks --[written_by]--> Gert de Graaff --[(INV) written_by]--> The Sea That Thinks --[written_by]--> Gert de Graaff
Path (Raw):       The Sea That Thinks --[written_by]--> Gert de Graaff --[(INV) written_by]--> The Sea That Thinks --[written_by]--> Gert de Graaff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film valley girl
Start Entity:     Valley Girl
Gold Answer:      [['1970', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2004', '1973', '1947', '2014', '1994', '1995', '1972', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2013
Predicted Path:   Valley Girl --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Path (Raw):       Valley Girl --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Neg LogProb(↓):   0.727208
Path Entropy(↓):  1.879164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote little shop of horrors
Start Entity:     Little Shop of Horrors
Gold Answer:      [['John Ireland', 'John Musker', 'Rob Cohen', 'Ron Clements']]
Predicted Ans:    Rob Cohen
Predicted Path:   Little Shop of Horrors --[written_by]--> Roger Corman --[(INV) written_by]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Path (Raw):       Little Shop of Horrors --[written_by]--> Roger Corman --[(INV) written_by]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Neg LogProb(↓):   0.014164
Path Entropy(↓):  0.080238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by john agar
Start Entity:     John Agar
Gold Answer:      [['Drama', 'War', 'Western']]
Predicted Ans:    War
Predicted Path:   John Agar --[(INV) starred_actors]--> Sands of Iwo Jima --[has_genre]--> War
Path (Raw):       John Agar --[No Operation]--> John Agar --[(INV) starred_actors]--> Sands of Iwo Jima --[has_genre]--> War
Neg LogProb(↓):   0.728504
Path Entropy(↓):  1.135717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by nate parker were in which genres
Start Entity:     Nate Parker
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nate Parker --[(INV) starred_actors]--> The Great Debaters --[has_genre]--> Drama
Path (Raw):       Nate Parker --[No Operation]--> Nate Parker --[(INV) starred_actors]--> The Great Debaters --[has_genre]--> Drama
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of kontroll
Start Entity:     Kontroll
Gold Answer:      [['Nimród Antal']]
Predicted Ans:    Nimród Antal
Predicted Path:   Kontroll --[directed_by]--> Nimród Antal --[(INV) directed_by]--> Kontroll --[directed_by]--> Nimród Antal
Path (Raw):       Kontroll --[directed_by]--> Nimród Antal --[(INV) directed_by]--> Kontroll --[directed_by]--> Nimród Antal
Neg LogProb(↓):   0.144950
Path Entropy(↓):  0.395714
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of abigail's party
Start Entity:     Abigail's Party
Gold Answer:      [['Mike Leigh']]
Predicted Ans:    Mike Leigh
Predicted Path:   Abigail's Party --[written_by]--> Mike Leigh --[(INV) written_by]--> Life Is Sweet --[directed_by]--> Mike Leigh
Path (Raw):       Abigail's Party --[written_by]--> Mike Leigh --[(INV) written_by]--> Life Is Sweet --[directed_by]--> Mike Leigh
Neg LogProb(↓):   0.589916
Path Entropy(↓):  1.085202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by alan parker
Start Entity:     Alan Parker
Gold Answer:      [['Mickey Rourke', 'Paolo Bonacelli', 'Irene Miracle', 'Kate Winslet', 'Kevin Spacey', 'Tamlyn Tomita', 'Anthony Hopkins', 'Robert De Niro', 'John Cusack', 'Diane Keaton', 'Matthew Broderick', 'Frances McDormand', 'Madonna', 'Willem Dafoe', 'Bo Hopkins', 'Nicolas Cage', 'Brad Davis', 'Dennis Quaid', 'Karen Allen', 'Robert Carlyle', 'Emily Watson', 'Ciaran Owens', 'Joe Breen', 'Lisa Bonet', 'Gene Hackman', 'Albert Finney', 'Scott Baio', 'Bridget Fonda', 'Jonathan Pryce', 'Matthew Modine', 'Brad Dourif', 'Antonio Banderas', 'Jodie Foster', 'Peter Weller']]
Predicted Ans:    Kate Winslet
Predicted Path:   Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kate Winslet
Path (Raw):       Alan Parker --[No Operation]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kate Winslet
Neg LogProb(↓):   0.582371
Path Entropy(↓):  1.171822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the devil rides out
Start Entity:     The Devil Rides Out
Gold Answer:      [['1980', '1970', '2006', '1935', '2007', '1968', '1963', '1998', '2009', '1957', '2010', '1973', '1976', '1972', '1971', '1990', '1981', '2012', '2011', '1964', '1975', '1960', '1999']]
Predicted Ans:    1960
Predicted Path:   The Devil Rides Out --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[release_year]--> 1960
Path (Raw):       The Devil Rides Out --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[release_year]--> 1960
Neg LogProb(↓):   0.981955
Path Entropy(↓):  2.165545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in along came a spider also appears in which movies
Start Entity:     Along Came a Spider
Gold Answer:      [['The Bucket List', 'Kiss the Girls', 'Unleashed', 'Unforgiven', 'Johnny Handsome', 'Amistad', 'Edison', 'Oblivion', 'Wanted', 'Thick as Thieves', 'Clean and Sober', 'Nurse Betty', 'Lucy', 'Hard Rain', 'An Unfinished Life', 'The Hunting of the President', 'Evan Almighty', 'Dolphin Tale 2', 'Last Vegas', 'Bruce Almighty', '10 Items or Less', 'The Long Way Home', 'Feast of Love', 'The Magic of Belle Isle', 'Moll Flanders', 'Glory', 'Million Dollar Baby', 'High Crimes', 'Born to Be Wild', 'Lucky Number Slevin', 'Under Suspicion', 'Lean on Me', 'Outbreak', 'The Shawshank Redemption', 'The Contract', 'Invictus', 'Driving Miss Daisy', 'Chain Reaction']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Along Came a Spider --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Path (Raw):       Along Came a Spider --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.987777
Path Entropy(↓):  2.061466
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film still mine
Start Entity:     Still Mine
Gold Answer:      [['1976', '1980', '1978', '2008', '2004', '1982', '1985', '1999', '1967', '1969', '1984', '2007']]
Predicted Ans:    1976
Predicted Path:   Still Mine --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> Obsession --[release_year]--> 1976
Path (Raw):       Still Mine --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> Obsession --[release_year]--> 1976
Neg LogProb(↓):   0.658654
Path Entropy(↓):  1.414318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by vincent price
Start Entity:     Vincent Price
Gold Answer:      [['Frederick Nebel', 'Guy de Maupassant', 'Christopher Wicking', 'Tim Kelly', 'Curt Siodmak', 'Charles Beaumont', 'Robert Towne', 'Jo Swerling', 'Ulli Lommel', 'Samuel Hoffenstein', 'Ben Livingston', 'Hannah Shakespeare', 'R. Wright Campbell', 'William Butler', 'Michael Reeves', 'Tom Baker', 'Ronald Bassett', 'Robert Fuest', 'Robb White', 'Richard Matheson', 'Joe May', 'Lester Cole', 'Ben Ames Williams', 'Nunnally Johnson', 'Marguerite Roberts', 'Samuel Fuller', 'Edgar Allan Poe', 'Anya Seton', 'David Berry', 'Nathaniel Hawthorne', 'Ubaldo Ragona', 'Furio M. Monetti', 'Tim Burton', 'Jay Dratler', 'Roland West', 'Crane Wilbur', 'Vera Caspary', 'Avery Hopwood', 'Mary Roberts Rinehart', 'Joseph L. Mankiewicz', 'Hans Jacoby']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Vincent Price --[No Operation]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.875499
Path Entropy(↓):  2.771696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of the duchess
Start Entity:     The Duchess
Gold Answer:      [['Suite Française']]
Predicted Ans:    The Duchess
Predicted Path:   The Duchess --[directed_by]--> Saul Dibb --[(INV) directed_by]--> The Duchess
Path (Raw):       The Duchess --[No Operation]--> The Duchess --[directed_by]--> Saul Dibb --[(INV) directed_by]--> The Duchess
Neg LogProb(↓):   0.122745
Path Entropy(↓):  0.361417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies starred by joe pantoliano released
Start Entity:     Joe Pantoliano
Gold Answer:      [['1995', '1998', '2000', '1990', '1991', '1996', '2006', '1994', '2011']]
Predicted Ans:    2006
Predicted Path:   Joe Pantoliano --[(INV) starred_actors]--> Unknown --[release_year]--> 2006
Path (Raw):       Joe Pantoliano --[No Operation]--> Joe Pantoliano --[(INV) starred_actors]--> Unknown --[release_year]--> 2006
Neg LogProb(↓):   0.619664
Path Entropy(↓):  1.190017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was they came to cordura released
Start Entity:     They Came to Cordura
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   They Came to Cordura --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       They Came to Cordura --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.048246
Path Entropy(↓):  2.125837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of shine
Start Entity:     Shine
Gold Answer:      [['Aaron Eckhart', 'Zac Efron', 'Patricia Clarkson', 'Clive Owen', 'Abigail Breslin', 'Anthony Hopkins']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Shine --[directed_by]--> Scott Hicks --[(INV) directed_by]--> Hearts in Atlantis --[starred_actors]--> Anthony Hopkins
Path (Raw):       Shine --[directed_by]--> Scott Hicks --[(INV) directed_by]--> Hearts in Atlantis --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.190756
Path Entropy(↓):  0.679491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed slackers
Start Entity:     Slackers
Gold Answer:      [['Dewey Nicks']]
Predicted Ans:    Dewey Nicks
Predicted Path:   Slackers --[directed_by]--> Dewey Nicks --[(INV) directed_by]--> Slackers --[directed_by]--> Dewey Nicks
Path (Raw):       Slackers --[directed_by]--> Dewey Nicks --[(INV) directed_by]--> Slackers --[directed_by]--> Dewey Nicks
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of aladdin
Start Entity:     Aladdin
Gold Answer:      [['Roscoe Lee Browne', 'Christopher Daniel Barnes', 'Jodi Benson', 'Pat Carroll', 'Bruno Campos', 'Dwayne Johnson', 'Ian McShane', 'Anika Noni Rose', 'John Hurt', 'Keith David']]
Predicted Ans:    Robin Williams
Predicted Path:   Aladdin --[directed_by]--> John Musker --[(INV) directed_by]--> Aladdin --[starred_actors]--> Robin Williams
Path (Raw):       Aladdin --[directed_by]--> John Musker --[(INV) directed_by]--> Aladdin --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.071367
Path Entropy(↓):  0.282958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of big momma's house 2
Start Entity:     Big Momma's House 2
Gold Answer:      [['Black Knight', 'Rebound', 'Bad Boys', 'College Road Trip', 'Bad Boys II', "Big Momma's House", 'House Party', 'Wild Hogs', 'National Security', "What's the Worst That Could Happen?", 'Nothing to Lose', 'A Thin Line Between Love and Hate', 'Life', 'Blue Streak', 'Open Season']]
Predicted Ans:    Bad Boys
Predicted Path:   Big Momma's House 2 --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys
Path (Raw):       Big Momma's House 2 --[starred_actors]--> Martin Lawrence --[No Operation]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys
Neg LogProb(↓):   0.746652
Path Entropy(↓):  1.383026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by david lavallee were released in which years
Start Entity:     David Lavallee
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   David Lavallee --[(INV) written_by]--> Gray Lady Down --[release_year]--> 1978
Path (Raw):       David Lavallee --[No Operation]--> David Lavallee --[(INV) written_by]--> Gray Lady Down --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by felicity jones were directed by who
Start Entity:     Felicity Jones
Gold Answer:      [['Drake Doremus', 'Rupert Goold', 'Tanya Wexler', 'Phil Traill', 'Ralph Fiennes', 'Niall MacCormick']]
Predicted Ans:    Drake Doremus
Predicted Path:   Felicity Jones --[(INV) starred_actors]--> Breathe In --[directed_by]--> Drake Doremus
Path (Raw):       Felicity Jones --[No Operation]--> Felicity Jones --[(INV) starred_actors]--> Breathe In --[directed_by]--> Drake Doremus
Neg LogProb(↓):   0.052229
Path Entropy(↓):  0.219071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with hit man were released in which years
Start Entity:     Hit Man
Gold Answer:      [['1971', '1990', '2000']]
Predicted Ans:    1990
Predicted Path:   Hit Man --[written_by]--> George Armitage --[(INV) written_by]--> Miami Blues --[release_year]--> 1990
Path (Raw):       Hit Man --[written_by]--> George Armitage --[(INV) written_by]--> Miami Blues --[release_year]--> 1990
Neg LogProb(↓):   0.017153
Path Entropy(↓):  0.091317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the reckoning
Start Entity:     The Reckoning
Gold Answer:      [['Paul McGuigan']]
Predicted Ans:    John V. Soto
Predicted Path:   The Reckoning --[directed_by]--> John V. Soto --[(INV) directed_by]--> The Reckoning --[directed_by]--> John V. Soto
Path (Raw):       The Reckoning --[directed_by]--> John V. Soto --[(INV) directed_by]--> The Reckoning --[directed_by]--> John V. Soto
Neg LogProb(↓):   0.099360
Path Entropy(↓):  0.458239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie the house of the seven gables
Start Entity:     The House of the Seven Gables
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '2006', '1967', '1935', '1941', '1974', '1968', '1963', '1939', '1933', '2009', '1951', '2004', '1982', '1973', '1953', '1947', '1956', '1943', '1995', '1972', '1971', '1990', '1940', '1938', '1996', '1926', '2012', '1962', '1964', '1949', '1966', '1950', '1960', '2005', '1952', '1965', '1927', '1999', '1945', '1987', '1969', '1937', '1958']]
Predicted Ans:    1959
Predicted Path:   The House of the Seven Gables --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tingler --[release_year]--> 1959
Path (Raw):       The House of the Seven Gables --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tingler --[release_year]--> 1959
Neg LogProb(↓):   1.206120
Path Entropy(↓):  2.500110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of silk were directed by who
Start Entity:     Silk
Gold Answer:      [['François Girard', 'Giuseppe Tornatore']]
Predicted Ans:    François Girard
Predicted Path:   Silk --[written_by]--> François Girard --[(INV) written_by]--> Thirty Two Short Films About Glenn Gould --[directed_by]--> François Girard
Path (Raw):       Silk --[written_by]--> François Girard --[(INV) written_by]--> Thirty Two Short Films About Glenn Gould --[directed_by]--> François Girard
Neg LogProb(↓):   0.311280
Path Entropy(↓):  0.638354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in auto focus
Start Entity:     Auto Focus
Gold Answer:      [['French', 'English', 'Greek', 'Russian', 'German']]
Predicted Ans:    Greek
Predicted Path:   Auto Focus --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Path (Raw):       Auto Focus --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Neg LogProb(↓):   0.188679
Path Entropy(↓):  0.584430
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the desert trail actors release
Start Entity:     The Desert Trail
Gold Answer:      [['1970', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1973', '1953', '1947', '1932', '1956', '1943', '1976', '1948', '1972', '1971', '1989', '1942', '1940', '1961', '1955', '1962', '1934', '1949', '1975', '1966', '1950', '1960', '1929', '1965', '1945', '1937', '1969', '1952', '1930']]
Predicted Ans:    1935
Predicted Path:   The Desert Trail --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Texas Terror --[release_year]--> 1935
Path (Raw):       The Desert Trail --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Texas Terror --[release_year]--> 1935
Neg LogProb(↓):   1.905601
Path Entropy(↓):  3.375690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by nae
Start Entity:     Nae
Gold Answer:      [['Dave Boyle']]
Predicted Ans:    Dave Boyle
Predicted Path:   Nae --[(INV) starred_actors]--> White on Rice --[written_by]--> Dave Boyle
Path (Raw):       Nae --[No Operation]--> Nae --[(INV) starred_actors]--> White on Rice --[written_by]--> Dave Boyle
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by fear clinic actors
Start Entity:     Fear Clinic
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Fear Clinic --[starred_actors]--> Robert Englund --[(INV) starred_actors]--> The Mangler --[has_genre]--> Horror
Path (Raw):       Fear Clinic --[starred_actors]--> Robert Englund --[(INV) starred_actors]--> The Mangler --[has_genre]--> Horror
Neg LogProb(↓):   0.489927
Path Entropy(↓):  0.694630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in rancho deluxe
Start Entity:     Rancho Deluxe
Gold Answer:      [['Clifton James', 'Elizabeth Ashley', 'Sam Waterston', 'Jeff Bridges']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Rancho Deluxe --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[starred_actors]--> Jeff Bridges
Path (Raw):       Rancho Deluxe --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.523842
Path Entropy(↓):  0.879819
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the gift
Start Entity:     The Gift
Gold Answer:      [['2008', '2003', '1993', '2006', '1985', '2015', '1968', '1998', '2009', '1951', '2010', '2004', '1947', '2014', '1994', '1914', '1995', '2001', '1996', '2002', '2012', '1922', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1986']]
Predicted Ans:    2008
Predicted Path:   The Gift --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Indiana Jones and the Kingdom of the Crystal Skull --[release_year]--> 2008
Path (Raw):       The Gift --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Indiana Jones and the Kingdom of the Crystal Skull --[release_year]--> 2008
Neg LogProb(↓):   1.505077
Path Entropy(↓):  2.309837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was jason o'mara an actor in
Start Entity:     Jason O'Mara
Gold Answer:      [['One for the Money', 'Son of Batman']]
Predicted Ans:    One for the Money
Predicted Path:   Jason O'Mara --[(INV) starred_actors]--> One for the Money --[starred_actors]--> Jason O'Mara --[(INV) starred_actors]--> One for the Money
Path (Raw):       Jason O'Mara --[(INV) starred_actors]--> One for the Money --[starred_actors]--> Jason O'Mara --[(INV) starred_actors]--> One for the Money
Neg LogProb(↓):   0.016333
Path Entropy(↓):  0.097255
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film storytelling
Start Entity:     Storytelling
Gold Answer:      [['Todd Solondz']]
Predicted Ans:    Todd Solondz
Predicted Path:   Storytelling --[written_by]--> Todd Solondz --[(INV) written_by]--> Welcome to the Dollhouse --[written_by]--> Todd Solondz
Path (Raw):       Storytelling --[written_by]--> Todd Solondz --[(INV) written_by]--> Welcome to the Dollhouse --[written_by]--> Todd Solondz
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000373
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with intimate strangers were released in which years
Start Entity:     Intimate Strangers
Gold Answer:      [['2000', '1990', '1989', '2012', '2013']]
Predicted Ans:    1989
Predicted Path:   Intimate Strangers --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[release_year]--> 1989
Path (Raw):       Intimate Strangers --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[release_year]--> 1989
Neg LogProb(↓):   0.134132
Path Entropy(↓):  0.495315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of day for night
Start Entity:     Day for Night
Gold Answer:      [['Jean Desailly', 'Nelly Benedetti', 'Julie Andrews', 'Claire Maurier', 'Albert Rémy', 'Catherine Deneuve', 'Jean Dasté', 'Françoise Seigner', 'François Truffaut', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Burt Reynolds', 'Oskar Werner', 'Gérard Depardieu', 'Richard Gere', 'Valérie Kaprisky', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Françoise Dorléac', 'Cyril Cusack', 'Julie Christie', 'Nathalie Baye', 'Patrick Maléon']]
Predicted Ans:    Jean Dasté
Predicted Path:   Day for Night --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Path (Raw):       Day for Night --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.688948
Path Entropy(↓):  1.007314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the messenger
Start Entity:     The Messenger
Gold Answer:      [['Walter Hill', 'Oren Moverman', 'Ira Sachs', 'Alison Maclean']]
Predicted Ans:    Oren Moverman
Predicted Path:   The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[directed_by]--> Oren Moverman
Path (Raw):       The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[directed_by]--> Oren Moverman
Neg LogProb(↓):   0.003114
Path Entropy(↓):  0.021128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by aks writers release
Start Entity:     Aks
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2009
Predicted Path:   Aks --[written_by]--> Rakeysh Omprakash Mehra --[(INV) written_by]--> Delhi-6 --[release_year]--> 2009
Path (Raw):       Aks --[written_by]--> Rakeysh Omprakash Mehra --[(INV) written_by]--> Delhi-6 --[release_year]--> 2009
Neg LogProb(↓):   0.276447
Path Entropy(↓):  0.567547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of love me or leave me
Start Entity:     Love Me or Leave Me
Gold Answer:      [['Louis Jourdan', 'Claire Trevor', 'Helen Hayes', 'Eddie Albert', 'Gary Cooper', 'Randolph Scott', 'Mitzi Gaynor', 'Adolphe Menjou', 'Jeanne Crain', 'Louis Hayward', 'Glenn Ford', 'Grace Kelly', 'Agnes Moorehead', 'Rita Hayworth', 'Alec Guinness', 'Gene Kelly', 'Paul Muni', 'Frank Sinatra', 'Merle Oberon', 'Cornel Wilde', 'Nina Foch', 'Ida Lupino']]
Predicted Ans:    Doris Day
Predicted Path:   Love Me or Leave Me --[directed_by]--> Charles Vidor --[(INV) directed_by]--> Love Me or Leave Me --[starred_actors]--> Doris Day
Path (Raw):       Love Me or Leave Me --[directed_by]--> Charles Vidor --[(INV) directed_by]--> Love Me or Leave Me --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.117596
Path Entropy(↓):  0.476599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie guilty hands
Start Entity:     Guilty Hands
Gold Answer:      [['Madge Evans', 'Lionel Barrymore', 'Kay Francis']]
Predicted Ans:    Lionel Barrymore
Predicted Path:   Guilty Hands --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> The Bells --[starred_actors]--> Lionel Barrymore
Path (Raw):       Guilty Hands --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> The Bells --[starred_actors]--> Lionel Barrymore
Neg LogProb(↓):   0.307845
Path Entropy(↓):  0.776537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by stuart heisler fall under
Start Entity:     Stuart Heisler
Gold Answer:      [['Western', 'Musical', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Stuart Heisler --[(INV) directed_by]--> Along Came Jones --[has_genre]--> Comedy
Path (Raw):       Stuart Heisler --[No Operation]--> Stuart Heisler --[(INV) directed_by]--> Along Came Jones --[has_genre]--> Comedy
Neg LogProb(↓):   0.092564
Path Entropy(↓):  0.376900
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of 10 items or less
Start Entity:     10 Items or Less
Gold Answer:      [['1998', '2004', '2002', '2009']]
Predicted Ans:    1998
Predicted Path:   10 Items or Less --[directed_by]--> Brad Silberling --[(INV) directed_by]--> City of Angels --[release_year]--> 1998
Path (Raw):       10 Items or Less --[directed_by]--> Brad Silberling --[(INV) directed_by]--> City of Angels --[release_year]--> 1998
Neg LogProb(↓):   0.544381
Path Entropy(↓):  1.014337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by damon lindelof in
Start Entity:     Damon Lindelof
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Action
Predicted Path:   Damon Lindelof --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Path (Raw):       Damon Lindelof --[No Operation]--> Damon Lindelof --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Neg LogProb(↓):   0.057817
Path Entropy(↓):  0.217157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed desperate hours
Start Entity:     Desperate Hours
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Desperate Hours --[directed_by]--> Michael Cimino --[(INV) directed_by]--> The Deer Hunter --[in_language]--> Russian
Path (Raw):       Desperate Hours --[directed_by]--> Michael Cimino --[(INV) directed_by]--> The Deer Hunter --[in_language]--> Russian
Neg LogProb(↓):   0.000330
Path Entropy(↓):  0.003044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed remember my name
Start Entity:     Remember My Name
Gold Answer:      [['Bruce Willis', 'Lesley Ann Warren', 'Jennifer Jason Leigh', 'Anne Archer', 'Lara Flynn Boyle', 'Nick Nolte', 'Demi Moore', 'Meat Loaf', 'Eric Roberts', 'Rip Torn', 'Frank Bonner', 'Barbara Hewitt', 'Edward Connell', 'Tom Berenger', 'Arnold Vosloo', 'Emily Watson', 'Kris Kristofferson', 'Elizabeth Perkins', 'Lori Singer', 'Jonny Lee Miller', 'Linda Fiorentino', 'Melinda Dillon', 'Fred Ward', 'Matthew Modine', 'Julie Christie', 'Timothy Hutton', 'Keith Carradine', 'Willie Nelson', 'Glenne Headly', 'Kelly McGillis', 'Geneviève Bujold']]
Predicted Ans:    Keith Carradine
Predicted Path:   Remember My Name --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Path (Raw):       Remember My Name --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.053023
Path Entropy(↓):  0.221116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with paris hilton
Start Entity:     Paris Hilton
Gold Answer:      [['Vincent Price', 'Chad Michael Murray', 'Brian Van Holt', 'Elisha Cuthbert']]
Predicted Ans:    Paris Hilton
Predicted Path:   Paris Hilton --[(INV) starred_actors]--> Nine Lives --[starred_actors]--> Paris Hilton
Path (Raw):       Paris Hilton --[No Operation]--> Paris Hilton --[(INV) starred_actors]--> Nine Lives --[starred_actors]--> Paris Hilton
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by george walton were released in which years
Start Entity:     George Walton
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   George Walton --[(INV) written_by]--> The Devil's Brigade --[release_year]--> 1968
Path (Raw):       George Walton --[No Operation]--> George Walton --[(INV) written_by]--> The Devil's Brigade --[release_year]--> 1968
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie return to oz were released in which years
Start Entity:     Return to Oz
Gold Answer:      [['1971', '1978', '1939', '2013']]
Predicted Ans:    1939
Predicted Path:   Return to Oz --[written_by]--> L. Frank Baum --[(INV) written_by]--> The Wizard of Oz --[release_year]--> 1939
Path (Raw):       Return to Oz --[written_by]--> L. Frank Baum --[(INV) written_by]--> The Wizard of Oz --[release_year]--> 1939
Neg LogProb(↓):   0.143262
Path Entropy(↓):  0.505550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with robert h. adleman
Start Entity:     Robert H. Adleman
Gold Answer:      [['George Walton']]
Predicted Ans:    Robert H. Adleman
Predicted Path:   Robert H. Adleman --[(INV) written_by]--> The Devil's Brigade --[written_by]--> Robert H. Adleman
Path (Raw):       Robert H. Adleman --[No Operation]--> Robert H. Adleman --[(INV) written_by]--> The Devil's Brigade --[written_by]--> Robert H. Adleman
Neg LogProb(↓):   0.020429
Path Entropy(↓):  0.098900
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the writer hadley davis
Start Entity:     Hadley Davis
Gold Answer:      [['Joan Cusack', 'Michelle Trachtenberg']]
Predicted Ans:    Joan Cusack
Predicted Path:   Hadley Davis --[(INV) written_by]--> Ice Princess --[starred_actors]--> Joan Cusack
Path (Raw):       Hadley Davis --[No Operation]--> Hadley Davis --[(INV) written_by]--> Ice Princess --[starred_actors]--> Joan Cusack
Neg LogProb(↓):   0.000206
Path Entropy(↓):  0.001952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by greg grunberg fall under
Start Entity:     Greg Grunberg
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Greg Grunberg --[(INV) written_by]--> Group Sex --[has_genre]--> Comedy
Path (Raw):       Greg Grunberg --[No Operation]--> Greg Grunberg --[(INV) written_by]--> Group Sex --[has_genre]--> Comedy
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of carlo verdone starred movies
Start Entity:     Carlo Verdone
Gold Answer:      [['1983', '1988', '1980', '1992', '2004', '1981', '1984']]
Predicted Ans:    1992
Predicted Path:   Carlo Verdone --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Path (Raw):       Carlo Verdone --[No Operation]--> Carlo Verdone --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Neg LogProb(↓):   0.276812
Path Entropy(↓):  0.932985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the julius caesar director
Start Entity:     Julius Caesar
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Julius Caesar --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> All About Eve --[has_genre]--> Drama
Path (Raw):       Julius Caesar --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> All About Eve --[has_genre]--> Drama
Neg LogProb(↓):   0.621533
Path Entropy(↓):  1.245548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie scream of stone
Start Entity:     Scream of Stone
Gold Answer:      [['mountains', 'werner herzog', 'climbing']]
Predicted Ans:    werner herzog
Predicted Path:   Scream of Stone --[has_tags]--> werner herzog --[(INV) has_tags]--> Little Dieter Needs to Fly --[has_tags]--> werner herzog
Path (Raw):       Scream of Stone --[has_tags]--> werner herzog --[(INV) has_tags]--> Little Dieter Needs to Fly --[has_tags]--> werner herzog
Neg LogProb(↓):   0.879510
Path Entropy(↓):  1.423702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with greg coolidge
Start Entity:     Greg Coolidge
Gold Answer:      [['Phil Hay', 'Matt Manfredi', 'Jason Mantzoukas', 'Don Calame', 'Chris Conroy']]
Predicted Ans:    Don Calame
Predicted Path:   Greg Coolidge --[(INV) written_by]--> Employee of the Month --[written_by]--> Don Calame
Path (Raw):       Greg Coolidge --[No Operation]--> Greg Coolidge --[(INV) written_by]--> Employee of the Month --[written_by]--> Don Calame
Neg LogProb(↓):   0.021360
Path Entropy(↓):  0.107807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the fourth state director
Start Entity:     The Fourth State
Gold Answer:      [['Dennis Gansel', 'Ron Jones', 'Johnny Dawkins']]
Predicted Ans:    Dennis Gansel
Predicted Path:   The Fourth State --[directed_by]--> Dennis Gansel --[(INV) directed_by]--> The Wave --[written_by]--> Dennis Gansel
Path (Raw):       The Fourth State --[directed_by]--> Dennis Gansel --[(INV) directed_by]--> The Wave --[written_by]--> Dennis Gansel
Neg LogProb(↓):   0.330773
Path Entropy(↓):  1.008036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with we're no angels in
Start Entity:     We're No Angels
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   We're No Angels --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       We're No Angels --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.284725
Path Entropy(↓):  0.633829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of gorilla at large
Start Entity:     Gorilla at Large
Gold Answer:      [['Harmon Jones']]
Predicted Ans:    Harmon Jones
Predicted Path:   Gorilla at Large --[directed_by]--> Harmon Jones --[(INV) directed_by]--> The Pride of St. Louis --[directed_by]--> Harmon Jones
Path (Raw):       Gorilla at Large --[directed_by]--> Harmon Jones --[(INV) directed_by]--> The Pride of St. Louis --[directed_by]--> Harmon Jones
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in small town murder songs
Start Entity:     Small Town Murder Songs
Gold Answer:      [['Swedish']]
Predicted Ans:    peter stormare
Predicted Path:   Small Town Murder Songs --[starred_actors]--> Peter Stormare --[(INV) starred_actors]--> Boot Camp --[has_tags]--> peter stormare
Path (Raw):       Small Town Murder Songs --[starred_actors]--> Peter Stormare --[(INV) starred_actors]--> Boot Camp --[has_tags]--> peter stormare
Neg LogProb(↓):   0.163207
Path Entropy(↓):  0.426831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed love is a many - splendored thing
Start Entity:     Love Is a Many-Splendored Thing
Gold Answer:      [['Henry King']]
Predicted Ans:    Henry King
Predicted Path:   Love Is a Many-Splendored Thing --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[directed_by]--> Henry King
Path (Raw):       Love Is a Many-Splendored Thing --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[directed_by]--> Henry King
Neg LogProb(↓):   0.138754
Path Entropy(↓):  0.576345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did david l. cunningham write
Start Entity:     David L. Cunningham
Gold Answer:      [['After...']]
Predicted Ans:    After...
Predicted Path:   David L. Cunningham --[(INV) written_by]--> After... --[written_by]--> Kevin Miller --[(INV) written_by]--> After...
Path (Raw):       David L. Cunningham --[(INV) written_by]--> After... --[written_by]--> Kevin Miller --[(INV) written_by]--> After...
Neg LogProb(↓):   0.037844
Path Entropy(↓):  0.158753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by achita sikamana fall under
Start Entity:     Achita Sikamana
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Achita Sikamana --[(INV) starred_actors]--> Shutter --[has_genre]--> Horror
Path (Raw):       Achita Sikamana --[No Operation]--> Achita Sikamana --[(INV) starred_actors]--> Shutter --[has_genre]--> Horror
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by mike richardson release
Start Entity:     Mike Richardson
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Mike Richardson --[(INV) written_by]--> Timecop --[release_year]--> 1994
Path (Raw):       Mike Richardson --[No Operation]--> Mike Richardson --[(INV) written_by]--> Timecop --[release_year]--> 1994
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the world's end
Start Entity:     The World's End
Gold Answer:      [['Edgar Wright', 'Steven Spielberg', 'Greg Mottola']]
Predicted Ans:    Edgar Wright
Predicted Path:   The World's End --[written_by]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz --[directed_by]--> Edgar Wright
Path (Raw):       The World's End --[written_by]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz --[directed_by]--> Edgar Wright
Neg LogProb(↓):   0.645746
Path Entropy(↓):  0.811716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with per christian ellefsen
Start Entity:     Per Christian Ellefsen
Gold Answer:      [['Gard B. Eidsvold']]
Predicted Ans:    Per Christian Ellefsen
Predicted Path:   Per Christian Ellefsen --[(INV) starred_actors]--> The Radio Pirates --[starred_actors]--> Per Christian Ellefsen
Path (Raw):       Per Christian Ellefsen --[No Operation]--> Per Christian Ellefsen --[(INV) starred_actors]--> The Radio Pirates --[starred_actors]--> Per Christian Ellefsen
Neg LogProb(↓):   0.000601
Path Entropy(↓):  0.005178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in the man who fell to earth
Start Entity:     The Man Who Fell to Earth
Gold Answer:      [['Whitley Strieber', 'Milton Moses Ginsberg', 'Michael Crichton', 'Don Carpenter', 'Bill L. Norton', 'Alan Alda', 'Tamar Brott', 'Lowell Cunningham', 'Ira Sachs', 'Don Coscarelli', 'George Lucas', 'Dennis Lee', 'Colin MacInnes', 'Peter Bowman', 'Michael Thomas', 'Ivan Davis', 'Michael Winner', 'Paul Simon', 'Jim Henson', 'Richard Shepard', 'Terry Jones', 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'Larry Cohen', 'Cornel Wilde', 'Robin Cook']]
Predicted Ans:    Cornel Wilde
Predicted Path:   The Man Who Fell to Earth --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[written_by]--> Cornel Wilde
Path (Raw):       The Man Who Fell to Earth --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[written_by]--> Cornel Wilde
Neg LogProb(↓):   0.421256
Path Entropy(↓):  1.034797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by ben chaplin
Start Entity:     Ben Chaplin
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[in_language]--> English
Path (Raw):       Ben Chaplin --[No Operation]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[in_language]--> English
Neg LogProb(↓):   0.000797
Path Entropy(↓):  0.006479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is death wish
Start Entity:     Death Wish
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Death Wish --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Death Wish --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.462217
Path Entropy(↓):  4.650102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did natalie mccurry star in
Start Entity:     Natalie McCurry
Gold Answer:      [['Dead End Drive-In']]
Predicted Ans:    Dead End Drive-In
Predicted Path:   Natalie McCurry --[(INV) starred_actors]--> Dead End Drive-In --[starred_actors]--> Peter Whitford --[(INV) starred_actors]--> Dead End Drive-In
Path (Raw):       Natalie McCurry --[(INV) starred_actors]--> Dead End Drive-In --[starred_actors]--> Peter Whitford --[(INV) starred_actors]--> Dead End Drive-In
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by jim caviezel
Start Entity:     Jim Caviezel
Gold Answer:      [['French', 'English', 'Latin', 'Aramaic', 'German']]
Predicted Ans:    French
Predicted Path:   Jim Caviezel --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       Jim Caviezel --[No Operation]--> Jim Caviezel --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.019993
Path Entropy(↓):  0.097238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the forgotten director
Start Entity:     The Forgotten
Gold Answer:      [['David Loughery', 'Bruce Robinson', 'Donald E. Westlake', 'Joseph Ruben', 'Brian Garfield', 'Carolyn Lefcourt', 'Robert J. Rosenthal', 'Nancy Price', 'Wesley Strick', 'Chuck Russell', 'Ian McEwan']]
Predicted Ans:    Donald E. Westlake
Predicted Path:   The Forgotten --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Stepfather --[written_by]--> Donald E. Westlake
Path (Raw):       The Forgotten --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Stepfather --[written_by]--> Donald E. Westlake
Neg LogProb(↓):   1.089145
Path Entropy(↓):  1.693841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by james grady
Start Entity:     James Grady
Gold Answer:      [['Sydney Pollack']]
Predicted Ans:    Sydney Pollack
Predicted Path:   James Grady --[(INV) written_by]--> Three Days of the Condor --[directed_by]--> Sydney Pollack
Path (Raw):       James Grady --[No Operation]--> James Grady --[(INV) written_by]--> Three Days of the Condor --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie disraeli
Start Entity:     Disraeli
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Disraeli --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Disraeli --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.156663
Path Entropy(↓):  0.421124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by jackie mason
Start Entity:     Jackie Mason
Gold Answer:      [['Allan Arkush']]
Predicted Ans:    Allan Arkush
Predicted Path:   Jackie Mason --[(INV) starred_actors]--> Caddyshack II --[directed_by]--> Allan Arkush
Path (Raw):       Jackie Mason --[No Operation]--> Jackie Mason --[(INV) starred_actors]--> Caddyshack II --[directed_by]--> Allan Arkush
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film chopper
Start Entity:     Chopper
Gold Answer:      [['Andrew Dominik']]
Predicted Ans:    Andrew Dominik
Predicted Path:   Chopper --[written_by]--> Andrew Dominik --[(INV) written_by]--> The Assassination of Jesse James by the Coward Robert Ford --[written_by]--> Andrew Dominik
Path (Raw):       Chopper --[written_by]--> Andrew Dominik --[(INV) written_by]--> The Assassination of Jesse James by the Coward Robert Ford --[written_by]--> Andrew Dominik
Neg LogProb(↓):   0.027289
Path Entropy(↓):  0.137661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about nicholas meyer
Start Entity:     nicholas meyer
Gold Answer:      [['The Day After', 'The Deceivers', 'Time After Time']]
Predicted Ans:    The Deceivers
Predicted Path:   nicholas meyer --[(INV) has_tags]--> The Day After --[has_tags]--> nicholas meyer --[(INV) has_tags]--> The Deceivers
Path (Raw):       nicholas meyer --[(INV) has_tags]--> The Day After --[has_tags]--> nicholas meyer --[(INV) has_tags]--> The Deceivers
Neg LogProb(↓):   0.553214
Path Entropy(↓):  1.129480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by alan brown
Start Entity:     Alan Brown
Gold Answer:      [['Robert Shaye']]
Predicted Ans:    William Kotzwinkle
Predicted Path:   Alan Brown --[(INV) directed_by]--> Book of Love --[written_by]--> William Kotzwinkle
Path (Raw):       Alan Brown --[No Operation]--> Alan Brown --[(INV) directed_by]--> Book of Love --[written_by]--> William Kotzwinkle
Neg LogProb(↓):   0.474836
Path Entropy(↓):  1.007478
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who appeared in the same movie with paulina garcia
Start Entity:     Paulina García
Gold Answer:      [['Jeremy Northam', 'Cathy Moriarty', 'Julie Carmen', 'Sharon Stone', 'Buck Henry']]
Predicted Ans:    Sharon Stone
Predicted Path:   Paulina García --[(INV) starred_actors]--> Gloria --[starred_actors]--> Sharon Stone
Path (Raw):       Paulina García --[No Operation]--> Paulina García --[(INV) starred_actors]--> Gloria --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.277642
Path Entropy(↓):  0.567735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with rollerball
Start Entity:     Rollerball
Gold Answer:      [['Mountains of the Moon']]
Predicted Ans:    Mountains of the Moon
Predicted Path:   Rollerball --[written_by]--> William Harrison --[(INV) written_by]--> Mountains of the Moon
Path (Raw):       Rollerball --[written_by]--> William Harrison --[(INV) written_by]--> Mountains of the Moon --[No Operation]--> Mountains of the Moon
Neg LogProb(↓):   0.706805
Path Entropy(↓):  0.777002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by joseph losey
Start Entity:     Joseph Losey
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Joseph Losey --[(INV) directed_by]--> M --[has_genre]--> Drama
Path (Raw):       Joseph Losey --[No Operation]--> Joseph Losey --[(INV) directed_by]--> M --[has_genre]--> Drama
Neg LogProb(↓):   0.074432
Path Entropy(↓):  0.299372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of sweet november starred who
Start Entity:     Sweet November
Gold Answer:      [['Oliver Conant', 'John Beck', 'Susan Sarandon', "Jennifer O'Neill", 'Gary Grimes', 'Jerry Houser']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[starred_actors]--> Susan Sarandon
Path (Raw):       Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.703278
Path Entropy(↓):  0.757611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is doomwatch
Start Entity:     Doomwatch
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Doomwatch --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Doomwatch --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.338972
Path Entropy(↓):  2.640343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of border incident also wrote movies
Start Entity:     Border Incident
Gold Answer:      [['Written on the Wind', 'The Tarnished Angels', 'The Black Sleep']]
Predicted Ans:    Border Incident
Predicted Path:   Border Incident --[written_by]--> John C. Higgins --[(INV) written_by]--> Border Incident
Path (Raw):       Border Incident --[written_by]--> John C. Higgins --[(INV) written_by]--> Border Incident --[No Operation]--> Border Incident
Neg LogProb(↓):   0.008252
Path Entropy(↓):  0.048152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre for the boob
Start Entity:     The Boob
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Boob --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Boob --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.240544
Path Entropy(↓):  4.469139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the feathered serpent actors
Start Entity:     The Feathered Serpent
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The Feathered Serpent --[starred_actors]--> Keye Luke --[(INV) starred_actors]--> Charlie Chan at Monte Carlo --[in_language]--> French
Path (Raw):       The Feathered Serpent --[starred_actors]--> Keye Luke --[(INV) starred_actors]--> Charlie Chan at Monte Carlo --[in_language]--> French
Neg LogProb(↓):   0.238335
Path Entropy(↓):  0.516719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by ken kaufman
Start Entity:     Ken Kaufman
Gold Answer:      [['Simon West', "Matthew O'Callaghan"]]
Predicted Ans:    Simon West
Predicted Path:   Ken Kaufman --[(INV) written_by]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Ken Kaufman --[No Operation]--> Ken Kaufman --[(INV) written_by]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the king's whore
Start Entity:     The King's Whore
Gold Answer:      [['1978', '2000', '1997', '1989', '1991', '1985', '1947', '1979', '1987', '2012', '1931']]
Predicted Ans:    1931
Predicted Path:   The King's Whore --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[release_year]--> 1931
Path (Raw):       The King's Whore --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[release_year]--> 1931
Neg LogProb(↓):   1.229812
Path Entropy(↓):  2.171138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Eric byler directed which films
Start Entity:     Eric Byler
Gold Answer:      [['Charlotte Sometimes', '9500 Liberty']]
Predicted Ans:    9500 Liberty
Predicted Path:   Eric Byler --[(INV) directed_by]--> 9500 Liberty --[directed_by]--> Annabel Park --[(INV) directed_by]--> 9500 Liberty
Path (Raw):       Eric Byler --[(INV) directed_by]--> 9500 Liberty --[directed_by]--> Annabel Park --[(INV) directed_by]--> 9500 Liberty
Neg LogProb(↓):   0.730077
Path Entropy(↓):  0.781777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by kenny bee in
Start Entity:     Kenny Bee
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kenny Bee --[(INV) directed_by]--> 100 Ways to Murder Your Wife --[has_genre]--> Comedy
Path (Raw):       Kenny Bee --[No Operation]--> Kenny Bee --[(INV) directed_by]--> 100 Ways to Murder Your Wife --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the king and i fall under
Start Entity:     The King and I
Gold Answer:      [['Western', 'Drama', 'Animation', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The King and I --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I --[has_genre]--> Drama
Path (Raw):       The King and I --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I --[has_genre]--> Drama
Neg LogProb(↓):   0.008671
Path Entropy(↓):  0.065062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with labina mitevska
Start Entity:     Labina Mitevska
Gold Answer:      [['Katrin Cartlidge', 'Grégoire Colin']]
Predicted Ans:    Labina Mitevska
Predicted Path:   Labina Mitevska --[(INV) starred_actors]--> Before the Rain --[starred_actors]--> Labina Mitevska
Path (Raw):       Labina Mitevska --[No Operation]--> Labina Mitevska --[(INV) starred_actors]--> Before the Rain --[starred_actors]--> Labina Mitevska
Neg LogProb(↓):   0.868820
Path Entropy(↓):  1.082521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies directed by gareth evans
Start Entity:     Gareth Evans
Gold Answer:      [['Iko Uwais', 'Oka Antara', 'Arifin Putra', 'Simon Barrett']]
Predicted Ans:    Simon Barrett
Predicted Path:   Gareth Evans --[(INV) directed_by]--> V/H/S/2 --[starred_actors]--> Simon Barrett
Path (Raw):       Gareth Evans --[No Operation]--> Gareth Evans --[(INV) directed_by]--> V/H/S/2 --[starred_actors]--> Simon Barrett
Neg LogProb(↓):   0.000085
Path Entropy(↓):  0.000895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the pirates of blood river actors
Start Entity:     The Pirates of Blood River
Gold Answer:      [['Thai', 'English']]
Predicted Ans:    English
Predicted Path:   The Pirates of Blood River --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Curse of Frankenstein --[in_language]--> English
Path (Raw):       The Pirates of Blood River --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Curse of Frankenstein --[in_language]--> English
Neg LogProb(↓):   0.031936
Path Entropy(↓):  0.173940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by enda walsh
Start Entity:     Enda Walsh
Gold Answer:      [['Kirsten Sheridan', 'Hideo Nakata', 'Steve McQueen', 'Henning Carlsen', 'Steven Hentges']]
Predicted Ans:    Steve McQueen
Predicted Path:   Enda Walsh --[(INV) written_by]--> Hunger --[directed_by]--> Steve McQueen
Path (Raw):       Enda Walsh --[No Operation]--> Enda Walsh --[(INV) written_by]--> Hunger --[directed_by]--> Steve McQueen
Neg LogProb(↓):   0.155095
Path Entropy(↓):  0.489429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of better than sex
Start Entity:     Better Than Sex
Gold Answer:      [['Colin Firth', 'Jeremy Irvine', 'Stellan Skarsgård']]
Predicted Ans:    Stellan Skarsgård
Predicted Path:   Better Than Sex --[directed_by]--> Jonathan Teplitzky --[(INV) directed_by]--> The Railway Man --[starred_actors]--> Stellan Skarsgård
Path (Raw):       Better Than Sex --[directed_by]--> Jonathan Teplitzky --[(INV) directed_by]--> The Railway Man --[starred_actors]--> Stellan Skarsgård
Neg LogProb(↓):   0.543898
Path Entropy(↓):  0.752219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the titfield thunderbolt
Start Entity:     The Titfield Thunderbolt
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Titfield Thunderbolt --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Titfield Thunderbolt --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.329361
Path Entropy(↓):  4.523775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by howard duff fall under
Start Entity:     Howard Duff
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Howard Duff --[(INV) starred_actors]--> While the City Sleeps --[has_genre]--> Drama
Path (Raw):       Howard Duff --[No Operation]--> Howard Duff --[(INV) starred_actors]--> While the City Sleeps --[has_genre]--> Drama
Neg LogProb(↓):   0.245446
Path Entropy(↓):  0.617673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of potiche
Start Entity:     Potiche
Gold Answer:      [['Criminal Lovers', 'Time to Leave', 'Ricky', 'In the House', 'The New Girlfriend', '5x2', 'Water Drops on Burning Rocks', 'Swimming Pool', 'Sitcom', '8 Women']]
Predicted Ans:    8 Women
Predicted Path:   Potiche --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women
Path (Raw):       Potiche --[No Operation]--> Potiche --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women
Neg LogProb(↓):   0.210327
Path Entropy(↓):  0.629458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie bush's brain released
Start Entity:     Bush's Brain
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Bush's Brain --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Bush's Brain --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.095111
Path Entropy(↓):  4.452853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of mister buddwing
Start Entity:     Mister Buddwing
Gold Answer:      [['Sophia Loren', "Peter O'Toole", 'Raquel Welch', 'Burt Reynolds', 'Rod Taylor', 'Jessica Tandy', 'Bruce Davison', 'Ernie Kovacs', 'Richard Thomas', 'Catherine Burns', 'Suzanne Pleshette', 'Barbara Hershey', 'Dina Merrill', 'Edward Andrews', 'Kim Novak', 'Burt Lancaster', 'Kirk Douglas', 'James Coco', 'Tippi Hedren', 'Jack Weston', 'Barbara Rush']]
Predicted Ans:    Rod Taylor
Predicted Path:   Mister Buddwing --[written_by]--> Evan Hunter --[(INV) written_by]--> The Birds --[starred_actors]--> Rod Taylor
Path (Raw):       Mister Buddwing --[written_by]--> Evan Hunter --[(INV) written_by]--> The Birds --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.026776
Path Entropy(↓):  0.152672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was watch on the rhine directed by
Start Entity:     Watch on the Rhine
Gold Answer:      [['Herman Shumlin']]
Predicted Ans:    Herman Shumlin
Predicted Path:   Watch on the Rhine --[directed_by]--> Herman Shumlin --[(INV) directed_by]--> Watch on the Rhine --[directed_by]--> Herman Shumlin
Path (Raw):       Watch on the Rhine --[directed_by]--> Herman Shumlin --[(INV) directed_by]--> Watch on the Rhine --[directed_by]--> Herman Shumlin
Neg LogProb(↓):   0.005420
Path Entropy(↓):  0.033606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in reasonable doubt
Start Entity:     Reasonable Doubt
Gold Answer:      [['Samuel L. Jackson', 'Dominic Cooper', 'Ryan Robbins', 'Gloria Reuben']]
Predicted Ans:    Gloria Reuben
Predicted Path:   Reasonable Doubt --[starred_actors]--> Gloria Reuben --[(INV) starred_actors]--> Reasonable Doubt --[starred_actors]--> Gloria Reuben
Path (Raw):       Reasonable Doubt --[starred_actors]--> Gloria Reuben --[(INV) starred_actors]--> Reasonable Doubt --[starred_actors]--> Gloria Reuben
Neg LogProb(↓):   0.191443
Path Entropy(↓):  0.612180
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by shawn schepps
Start Entity:     Shawn Schepps
Gold Answer:      [['Charles Stone III']]
Predicted Ans:    Charles Stone III
Predicted Path:   Shawn Schepps --[(INV) written_by]--> Drumline --[directed_by]--> Charles Stone III
Path (Raw):       Shawn Schepps --[No Operation]--> Shawn Schepps --[(INV) written_by]--> Drumline --[directed_by]--> Charles Stone III
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by epic adventure
Start Entity:     epic adventure
Gold Answer:      [['Apocalypto']]
Predicted Ans:    Apocalypto
Predicted Path:   epic adventure --[(INV) has_tags]--> Apocalypto --[has_tags]--> subtitles --[(INV) has_tags]--> Apocalypto
Path (Raw):       epic adventure --[(INV) has_tags]--> Apocalypto --[has_tags]--> subtitles --[(INV) has_tags]--> Apocalypto
Neg LogProb(↓):   0.029935
Path Entropy(↓):  0.157432
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the art of getting by also starred in which films
Start Entity:     The Art of Getting By
Gold Answer:      [['Five Children and It', 'Adult World', 'Wild Child', 'Nancy Drew', 'Astro Boy', 'Hotel for Dogs', "We're the Millers", 'Aquamarine', 'The Spiderwick Chronicles', 'Palo Alto', 'Lymelife', 'Charlie and the Chocolate Factory']]
Predicted Ans:    Hotel for Dogs
Predicted Path:   The Art of Getting By --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs
Path (Raw):       The Art of Getting By --[No Operation]--> The Art of Getting By --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs
Neg LogProb(↓):   0.440345
Path Entropy(↓):  0.813757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of christmas with the kranks
Start Entity:     Christmas with the Kranks
Gold Answer:      [['The Pelican Brief', 'The Gingerbread Man', 'Gremlins', 'Young Sherlock Holmes', 'The Goonies', 'The Rainmaker', 'Reckless', 'Only the Lonely', 'Heartbreak Hotel', 'A Time to Kill', 'Runaway Jury', 'The Chamber', 'Nine Months', 'The Client', 'Mickey', 'The Firm']]
Predicted Ans:    The Rainmaker
Predicted Path:   Christmas with the Kranks --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker
Path (Raw):       Christmas with the Kranks --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker --[No Operation]--> The Rainmaker
Neg LogProb(↓):   0.768505
Path Entropy(↓):  1.606629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the lost prince
Start Entity:     The Lost Prince
Gold Answer:      [['Close My Eyes', 'Glorious 39', 'Century', "Joe's Palace", 'Capturing Mary']]
Predicted Ans:    Close My Eyes
Predicted Path:   The Lost Prince --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Close My Eyes
Path (Raw):       The Lost Prince --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Close My Eyes --[No Operation]--> Close My Eyes
Neg LogProb(↓):   1.059377
Path Entropy(↓):  2.011114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed dreamscape
Start Entity:     Dreamscape
Gold Answer:      [['Joseph Ruben']]
Predicted Ans:    Joseph Ruben
Predicted Path:   Dreamscape --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Forgotten --[directed_by]--> Joseph Ruben
Path (Raw):       Dreamscape --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Forgotten --[directed_by]--> Joseph Ruben
Neg LogProb(↓):   0.004546
Path Entropy(↓):  0.031107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed mystery date
Start Entity:     Mystery Date
Gold Answer:      [['Jonathan Wacks']]
Predicted Ans:    Jonathan Wacks
Predicted Path:   Mystery Date --[directed_by]--> Jonathan Wacks --[(INV) directed_by]--> Mystery Date --[directed_by]--> Jonathan Wacks
Path (Raw):       Mystery Date --[directed_by]--> Jonathan Wacks --[(INV) directed_by]--> Mystery Date --[directed_by]--> Jonathan Wacks
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie palo alto, when was it released
Start Entity:     Palo Alto
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Palo Alto --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Palo Alto --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.087144
Path Entropy(↓):  4.469697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of carpool
Start Entity:     Carpool
Gold Answer:      [['Plaza Suite', 'The Americanization of Emily', 'Author! Author!', 'The Lonely Guy', 'The Wheeler Dealers', 'See No Evil, Hear No Evil', 'Teachers', 'Married to It', 'Taking Care of Business', 'The Hospital', 'Tobruk', 'The In-Laws', 'Man of La Mancha', 'Outrageous Fortune', 'Penelope', 'Nightwing', 'Romantic Comedy', 'Silver Streak', 'The Man in the Glass Booth', 'Love Story', 'W.C. Fields and Me']]
Predicted Ans:    Tobruk
Predicted Path:   Carpool --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> Tobruk
Path (Raw):       Carpool --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> Tobruk --[No Operation]--> Tobruk
Neg LogProb(↓):   0.952973
Path Entropy(↓):  1.786480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film the man with two brains were in which genres
Start Entity:     The Man with Two Brains
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   The Man with Two Brains --[written_by]--> Carl Reiner --[(INV) written_by]--> The Man with Two Brains --[has_genre]--> Comedy
Path (Raw):       The Man with Two Brains --[written_by]--> Carl Reiner --[(INV) written_by]--> The Man with Two Brains --[has_genre]--> Comedy
Neg LogProb(↓):   0.599309
Path Entropy(↓):  1.055659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie mr. robinson crusoe
Start Entity:     Mr. Robinson Crusoe
Gold Answer:      [['1934', '1916']]
Predicted Ans:    1934
Predicted Path:   Mr. Robinson Crusoe --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[release_year]--> 1934
Path (Raw):       Mr. Robinson Crusoe --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[release_year]--> 1934
Neg LogProb(↓):   0.150875
Path Entropy(↓):  0.453092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote mr. deeds goes to town
Start Entity:     Mr. Deeds Goes to Town
Gold Answer:      [['Bing Crosby', 'Barbara Stanwyck', 'Harold Lloyd', 'Edward G. Robinson', 'Glenn Ford', 'David Manners', 'George Kennedy', 'Sam Hardy', 'Bette Davis', 'Jean Arthur', 'Jane Wyman', 'Liv Ullmann', 'Peter Finch', 'Sally Kellerman']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Mr. Deeds Goes to Town --[written_by]--> Robert Riskin --[(INV) written_by]--> The Miracle Woman --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Mr. Deeds Goes to Town --[written_by]--> Robert Riskin --[(INV) written_by]--> The Miracle Woman --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.568174
Path Entropy(↓):  0.927333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote second best
Start Entity:     Second Best
Gold Answer:      [['David Cook']]
Predicted Ans:    David Cook
Predicted Path:   Second Best --[written_by]--> David Cook --[(INV) written_by]--> Second Best --[written_by]--> David Cook
Path (Raw):       Second Best --[written_by]--> David Cook --[(INV) written_by]--> Second Best --[written_by]--> David Cook
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of show boat also starred in which movies
Start Entity:     Show Boat
Gold Answer:      [['My Forbidden Past', 'The Snows of Kilimanjaro', 'The Bribe', 'The Great Sinner', 'The Killers', 'Mayerling', 'The Night of the Iguana', 'Earthquake', "That's Entertainment! III", 'Knights of the Round Table', 'The Barefoot Contessa', 'Mogambo', '55 Days at Peking', "Jupiter's Darling", 'East Side, West Side', 'The Toast of New Orleans', 'The Day of the Triffids', 'Bhowani Junction', 'Seven Days in May', 'On the Beach', 'Anchors Aweigh', 'The War Wagon', 'Calamity Jane', 'Floods of Fear', 'The Kidnapping of the President', 'Two Sisters from Boston', 'Pandora and the Flying Dutchman', 'Desperate Search', 'The Sun Also Rises', 'Texas Carnival']]
Predicted Ans:    Show Boat
Predicted Path:   Show Boat --[starred_actors]--> Howard Keel --[(INV) starred_actors]--> Show Boat
Path (Raw):       Show Boat --[starred_actors]--> Howard Keel --[No Operation]--> Howard Keel --[(INV) starred_actors]--> Show Boat
Neg LogProb(↓):   0.604732
Path Entropy(↓):  1.421485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre for the movie there's a girl in my soup
Start Entity:     There's a Girl in My Soup
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   There's a Girl in My Soup --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       There's a Girl in My Soup --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.560255
Path Entropy(↓):  4.580358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of dream team 1935
Start Entity:     Dream Team 1935
Gold Answer:      [['Aigars Grauba']]
Predicted Ans:    Aigars Grauba
Predicted Path:   Dream Team 1935 --[directed_by]--> Aigars Grauba --[(INV) directed_by]--> Defenders of Riga --[written_by]--> Aigars Grauba
Path (Raw):       Dream Team 1935 --[directed_by]--> Aigars Grauba --[(INV) directed_by]--> Defenders of Riga --[written_by]--> Aigars Grauba
Neg LogProb(↓):   0.002582
Path Entropy(↓):  0.019068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of lessons of darkness
Start Entity:     Lessons of Darkness
Gold Answer:      [['Sport', 'Documentary', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Documentary
Predicted Path:   Lessons of Darkness --[written_by]--> Werner Herzog --[(INV) written_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Path (Raw):       Lessons of Darkness --[written_by]--> Werner Herzog --[(INV) written_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Neg LogProb(↓):   1.352092
Path Entropy(↓):  1.993266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with wichita fall under
Start Entity:     Wichita
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Wichita --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[has_genre]--> Drama
Path (Raw):       Wichita --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[has_genre]--> Drama
Neg LogProb(↓):   0.116478
Path Entropy(↓):  0.367918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by grace zaring stone
Start Entity:     Grace Zaring Stone
Gold Answer:      [['1940', '1933']]
Predicted Ans:    1940
Predicted Path:   Grace Zaring Stone --[(INV) written_by]--> Escape --[release_year]--> 1940
Path (Raw):       Grace Zaring Stone --[No Operation]--> Grace Zaring Stone --[(INV) written_by]--> Escape --[release_year]--> 1940
Neg LogProb(↓):   0.393741
Path Entropy(↓):  0.630940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of beyond the valley of the dolls also directed which films
Start Entity:     Beyond the Valley of the Dolls
Gold Answer:      [['Up!', 'Faster, Pussycat! Kill! Kill!', 'Wild Gals of the Naked West', 'Lorna', 'Mudhoney', 'Beneath the Valley of the Ultra-Vixens', 'Supervixens', 'Vixen!']]
Predicted Ans:    Beyond the Valley of the Dolls
Predicted Path:   Beyond the Valley of the Dolls --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beyond the Valley of the Dolls
Path (Raw):       Beyond the Valley of the Dolls --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beyond the Valley of the Dolls --[No Operation]--> Beyond the Valley of the Dolls
Neg LogProb(↓):   1.239964
Path Entropy(↓):  1.779855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed hanky panky
Start Entity:     Hanky Panky
Gold Answer:      [['1980', '1975', '1972', '1990', '1973', '1974', '1977']]
Predicted Ans:    1974
Predicted Path:   Hanky Panky --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[release_year]--> 1974
Path (Raw):       Hanky Panky --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[release_year]--> 1974
Neg LogProb(↓):   0.269478
Path Entropy(↓):  0.961795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of enrique urbizu
Start Entity:     Enrique Urbizu
Gold Answer:      [['Michel Gaztambide']]
Predicted Ans:    Michel Gaztambide
Predicted Path:   Enrique Urbizu --[(INV) written_by]--> No Rest for the Wicked --[written_by]--> Michel Gaztambide
Path (Raw):       Enrique Urbizu --[No Operation]--> Enrique Urbizu --[(INV) written_by]--> No Rest for the Wicked --[written_by]--> Michel Gaztambide
Neg LogProb(↓):   0.068497
Path Entropy(↓):  0.277480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the winning of barbara worth
Start Entity:     The Winning of Barbara Worth
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Winning of Barbara Worth --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Winning of Barbara Worth --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.933161
Path Entropy(↓):  3.564529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the smiling lieutenant
Start Entity:     The Smiling Lieutenant
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   The Smiling Lieutenant --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       The Smiling Lieutenant --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.358743
Path Entropy(↓):  0.642342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to quest for camelot
Start Entity:     Quest for Camelot
Gold Answer:      [['animation']]
Predicted Ans:    animation
Predicted Path:   Quest for Camelot --[written_by]--> Vera Chapman --[(INV) written_by]--> Quest for Camelot --[has_tags]--> animation
Path (Raw):       Quest for Camelot --[written_by]--> Vera Chapman --[(INV) written_by]--> Quest for Camelot --[has_tags]--> animation
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie where angels fear to tread
Start Entity:     Where Angels Fear to Tread
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Where Angels Fear to Tread --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Where Angels Fear to Tread --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.668575
Path Entropy(↓):  4.746667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what the final cut is about
Start Entity:     The Final Cut
Gold Answer:      [['jim caviezel', 'robin williams', 'memory']]
Predicted Ans:    franka potente
Predicted Path:   The Final Cut --[has_tags]--> memory --[(INV) has_tags]--> The Bourne Identity --[has_tags]--> franka potente
Path (Raw):       The Final Cut --[has_tags]--> memory --[(INV) has_tags]--> The Bourne Identity --[has_tags]--> franka potente
Neg LogProb(↓):   0.318348
Path Entropy(↓):  0.954591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the writer of the film the three musketeers
Start Entity:     The Three Musketeers
Gold Answer:      [['David Loughery']]
Predicted Ans:    David Loughery
Predicted Path:   The Three Musketeers --[written_by]--> David Loughery --[(INV) written_by]--> Flashback --[written_by]--> David Loughery
Path (Raw):       The Three Musketeers --[written_by]--> David Loughery --[(INV) written_by]--> Flashback --[written_by]--> David Loughery
Neg LogProb(↓):   0.004664
Path Entropy(↓):  0.032797
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of james marsden starred movies
Start Entity:     James Marsden
Gold Answer:      [['Max Mayer', 'Davis Guggenheim', 'Sean Anders', 'Rod Lurie', 'Kevin Lima', 'Steven Brill', 'A.J. Kparr', 'Tim Hill', 'Sam Peckinpah', 'Bryan Singer', 'Richard Kelly', 'David Nutter', 'Michael Hoffman', 'Tony Piccirillo']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   James Marsden --[(INV) starred_actors]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Path (Raw):       James Marsden --[No Operation]--> James Marsden --[(INV) starred_actors]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.260548
Path Entropy(↓):  0.850815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of heaven is for real
Start Entity:     Heaven Is for Real
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Heaven Is for Real --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Path (Raw):       Heaven Is for Real --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Neg LogProb(↓):   2.871814
Path Entropy(↓):  4.230363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with we won't grow old together in
Start Entity:     We Won't Grow Old Together
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   We Won't Grow Old Together --[written_by]--> Maurice Pialat --[(INV) written_by]--> Loulou --[in_language]--> French
Path (Raw):       We Won't Grow Old Together --[written_by]--> Maurice Pialat --[(INV) written_by]--> Loulou --[in_language]--> French
Neg LogProb(↓):   0.104494
Path Entropy(↓):  0.323614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by ryszard bugajski
Start Entity:     Ryszard Bugajski
Gold Answer:      [['Interrogation']]
Predicted Ans:    Interrogation
Predicted Path:   Ryszard Bugajski --[(INV) directed_by]--> Interrogation --[directed_by]--> Ryszard Bugajski --[(INV) directed_by]--> Interrogation
Path (Raw):       Ryszard Bugajski --[(INV) directed_by]--> Interrogation --[directed_by]--> Ryszard Bugajski --[(INV) directed_by]--> Interrogation
Neg LogProb(↓):   0.123427
Path Entropy(↓):  0.359209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by william keighley
Start Entity:     William Keighley
Gold Answer:      [['Basil Rathbone', 'Claude Rains', 'Monty Woolley', 'Barbara Stanwyck', 'Priscilla Lane', 'Shirley Temple', 'Ann Sheridan', 'Wayne Morris', 'Bette Davis', 'Warren William', 'Harry Treadaway', 'Lili Damita', 'Rose Leslie', 'Olivia de Havilland', 'Errol Flynn', 'Franchot Tone', 'Preston Foster', 'James Cagney', 'Jack Benny', 'Lyle Talbot']]
Predicted Ans:    Bette Davis
Predicted Path:   William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Path (Raw):       William Keighley --[No Operation]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.029513
Path Entropy(↓):  0.163267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film bruce almighty
Start Entity:     Bruce Almighty
Gold Answer:      [['Peter Farrelly', 'Bobby Farrelly', 'Paul Haggis', 'Scott Sanders', 'Patrick Quinn', 'Arthur Krystal', 'Robert Gordon', 'Jim Carrey', 'Gene Lyons', 'Joe Conason', 'Simon Moore', 'Charlie Kaufman', 'Mark Jonathan Harris', 'Guy Thomas', 'Michael Schiffer', 'Frank Darabont', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Daniel Defoe', 'Andrew Niccol', 'John Requa', 'Glenn Ficarra', 'Steve McVicker', 'David Webb Peoples', 'Joseph Kosinski', 'Grace Cary Bickley', 'Nicholas Stoller', 'Brad Silberling', 'Graham Yost', 'Justin Zackham', 'F.X. Toole', 'Peter Burchard', 'Lincoln Kirstein', 'Yuri Zeltser', 'Kevin Jarre', 'Robert Gould Shaw', 'Jason Smilovic', 'Judd Apatow', 'Michael Brandt', 'Dr. Seuss', 'Luc Besson', 'Ken Friedman', 'David J. Burke', 'Mark Millar', 'Mark Spragg', 'John Francis Daley', 'Stephen Mazur', 'Paul Guay', 'Chad Kultgen', 'Tyler Mitchell', 'Drew Fellman', 'Julie Brown', 'Chris Morgan', 'Alfred Uhry', 'Steve Koren', "Mark O'Keefe", 'Damian Lee', 'David Klass', 'Michael Sloane', 'Daniel Handler', 'Charles Dickens', 'David Franzoni', 'Andrew Mogel', 'Jarrad Paul', 'Danny Wallace', 'John Godey', 'Michel Gondry', 'Charles Martin Smith', 'James Patterson', 'Marc Moss', 'Fernley Phillips', 'Derek Haas', 'David Mitchell', 'Joseph Finder', 'Charles Baxter', 'Pen Densham', 'Robert Zemeckis', 'John Wainwright', 'Pierre Bismuth', 'John Carlin']]
Predicted Ans:    Steve Koren
Predicted Path:   Bruce Almighty --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Path (Raw):       Bruce Almighty --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Neg LogProb(↓):   0.347473
Path Entropy(↓):  1.326750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie across the universe
Start Entity:     Across the Universe
Gold Answer:      [['Dana Fuchs', 'Joe Anderson', 'Evan Rachel Wood', 'Jim Sturgess']]
Predicted Ans:    Evan Rachel Wood
Predicted Path:   Across the Universe --[starred_actors]--> Evan Rachel Wood --[(INV) starred_actors]--> Thirteen --[starred_actors]--> Evan Rachel Wood
Path (Raw):       Across the Universe --[starred_actors]--> Evan Rachel Wood --[(INV) starred_actors]--> Thirteen --[starred_actors]--> Evan Rachel Wood
Neg LogProb(↓):   0.109221
Path Entropy(↓):  0.498278
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with planet of the apes in
Start Entity:     Planet of the Apes
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Planet of the Apes --[starred_actors]--> Roddy McDowall --[(INV) starred_actors]--> Planet of the Apes --[in_language]--> English
Path (Raw):       Planet of the Apes --[starred_actors]--> Roddy McDowall --[(INV) starred_actors]--> Planet of the Apes --[in_language]--> English
Neg LogProb(↓):   0.304763
Path Entropy(↓):  0.818979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in baggage claim
Start Entity:     Baggage Claim
Gold Answer:      [['Romance', 'Music', 'Sport', 'Musical', 'Drama', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Baggage Claim --[starred_actors]--> Taye Diggs --[(INV) starred_actors]--> The Best Man --[has_genre]--> Comedy
Path (Raw):       Baggage Claim --[starred_actors]--> Taye Diggs --[(INV) starred_actors]--> The Best Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.929254
Path Entropy(↓):  1.132778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer diane johnson
Start Entity:     Diane Johnson
Gold Answer:      [['Scatman Crothers', 'Shelley Duvall', 'Danny Lloyd', 'Jack Nicholson']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Diane Johnson --[(INV) written_by]--> The Shining --[starred_actors]--> Jack Nicholson
Path (Raw):       Diane Johnson --[No Operation]--> Diane Johnson --[(INV) written_by]--> The Shining --[starred_actors]--> Jack Nicholson
Neg LogProb(↓):   0.071376
Path Entropy(↓):  0.267482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by rick stevenson
Start Entity:     Rick Stevenson
Gold Answer:      [['Mark Harmon', 'Sarah Wayne', 'Joshua Jackson']]
Predicted Ans:    Joshua Jackson
Predicted Path:   Rick Stevenson --[(INV) written_by]--> Magic in the Water --[starred_actors]--> Joshua Jackson
Path (Raw):       Rick Stevenson --[No Operation]--> Rick Stevenson --[(INV) written_by]--> Magic in the Water --[starred_actors]--> Joshua Jackson
Neg LogProb(↓):   0.000663
Path Entropy(↓):  0.005810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by dylan haggerty
Start Entity:     Dylan Haggerty
Gold Answer:      [['Anna Faris', 'Danny Masterson', 'Roscoe Lee Browne']]
Predicted Ans:    Anna Faris
Predicted Path:   Dylan Haggerty --[(INV) written_by]--> Smiley Face --[starred_actors]--> Anna Faris
Path (Raw):       Dylan Haggerty --[No Operation]--> Dylan Haggerty --[(INV) written_by]--> Smiley Face --[starred_actors]--> Anna Faris
Neg LogProb(↓):   0.010978
Path Entropy(↓):  0.060213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of wendigo
Start Entity:     Wendigo
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Wendigo --[written_by]--> Larry Fessenden --[(INV) written_by]--> Wendigo --[has_genre]--> Horror
Path (Raw):       Wendigo --[written_by]--> Larry Fessenden --[(INV) written_by]--> Wendigo --[has_genre]--> Horror
Neg LogProb(↓):   0.002352
Path Entropy(↓):  0.016604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by matthew barney
Start Entity:     Matthew Barney
Gold Answer:      [['Björk']]
Predicted Ans:    Matthew Barney
Predicted Path:   Matthew Barney --[(INV) written_by]--> Drawing Restraint 9 --[starred_actors]--> Matthew Barney
Path (Raw):       Matthew Barney --[No Operation]--> Matthew Barney --[(INV) written_by]--> Drawing Restraint 9 --[starred_actors]--> Matthew Barney
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The scriptwriter of shadow company also wrote which films
Start Entity:     Shadow Company
Gold Answer:      [['Wyvern', 'Doomsday Prophecy']]
Predicted Ans:    Doomsday Prophecy
Predicted Path:   Shadow Company --[written_by]--> Jason Bourque --[(INV) written_by]--> Doomsday Prophecy
Path (Raw):       Shadow Company --[written_by]--> Jason Bourque --[(INV) written_by]--> Doomsday Prophecy --[No Operation]--> Doomsday Prophecy
Neg LogProb(↓):   0.037753
Path Entropy(↓):  0.182425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does morgan spurlock star in
Start Entity:     Morgan Spurlock
Gold Answer:      [['Where in the World Is Osama Bin Laden?']]
Predicted Ans:    Where in the World Is Osama Bin Laden?
Predicted Path:   Morgan Spurlock --[(INV) starred_actors]--> Where in the World Is Osama Bin Laden? --[starred_actors]--> Morgan Spurlock --[(INV) starred_actors]--> Where in the World Is Osama Bin Laden?
Path (Raw):       Morgan Spurlock --[(INV) starred_actors]--> Where in the World Is Osama Bin Laden? --[starred_actors]--> Morgan Spurlock --[(INV) starred_actors]--> Where in the World Is Osama Bin Laden?
Neg LogProb(↓):   0.005679
Path Entropy(↓):  0.036709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film fitzcarraldo
Start Entity:     Fitzcarraldo
Gold Answer:      [['Achim von Arnim', 'Georg Büchner', 'Denis Reichle', 'Herbert Achternbusch', 'Werner Herzog', 'Bruce Chatwin', 'Walter Saxer', 'Reinhold Messner']]
Predicted Ans:    Werner Herzog
Predicted Path:   Fitzcarraldo --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Cobra Verde --[written_by]--> Werner Herzog
Path (Raw):       Fitzcarraldo --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Cobra Verde --[written_by]--> Werner Herzog
Neg LogProb(↓):   1.752660
Path Entropy(↓):  2.479788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with annette o'toole
Start Entity:     Annette O'Toole
Gold Answer:      [['Martin Short', 'Robby Benson']]
Predicted Ans:    Annette O'Toole
Predicted Path:   Annette O'Toole --[(INV) starred_actors]--> One on One --[starred_actors]--> Annette O'Toole
Path (Raw):       Annette O'Toole --[No Operation]--> Annette O'Toole --[(INV) starred_actors]--> One on One --[starred_actors]--> Annette O'Toole
Neg LogProb(↓):   0.519596
Path Entropy(↓):  0.683609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by stephen crane
Start Entity:     Stephen Crane
Gold Answer:      [['John Huston']]
Predicted Ans:    John Huston
Predicted Path:   Stephen Crane --[(INV) written_by]--> The Red Badge of Courage --[directed_by]--> John Huston
Path (Raw):       Stephen Crane --[No Operation]--> Stephen Crane --[(INV) written_by]--> The Red Badge of Courage --[directed_by]--> John Huston
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote lawrence of arabia
Start Entity:     Lawrence of Arabia
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Lawrence of Arabia --[written_by]--> Michael Wilson --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Path (Raw):       Lawrence of Arabia --[written_by]--> Michael Wilson --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Neg LogProb(↓):   0.149961
Path Entropy(↓):  0.411161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film broken city were released in which years
Start Entity:     Broken City
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Broken City --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[release_year]--> 1995
Path (Raw):       Broken City --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[release_year]--> 1995
Neg LogProb(↓):   0.151924
Path Entropy(↓):  0.410077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of last holiday
Start Entity:     Last Holiday
Gold Answer:      [['Chinese Box', 'Slam Dance', 'Eat a Bowl of Tea', 'Chan Is Missing', 'Blue in the Face', 'Snow Flower and the Secret Fan', 'The Center of the World', 'Blood of the Vampire', 'Smoke', 'Because of Winn-Dixie', 'The Joy Luck Club', 'Maid in Manhattan']]
Predicted Ans:    Blue in the Face
Predicted Path:   Last Holiday --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face
Path (Raw):       Last Holiday --[No Operation]--> Last Holiday --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face
Neg LogProb(↓):   0.164555
Path Entropy(↓):  0.673822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie secret window were in which languages
Start Entity:     Secret Window
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Secret Window --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[in_language]--> English
Path (Raw):       Secret Window --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   0.161224
Path Entropy(↓):  0.427210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by kierston wareing were in which genres
Start Entity:     Kierston Wareing
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Kierston Wareing --[(INV) starred_actors]--> The Holding --[has_genre]--> Thriller
Path (Raw):       Kierston Wareing --[No Operation]--> Kierston Wareing --[(INV) starred_actors]--> The Holding --[has_genre]--> Thriller
Neg LogProb(↓):   0.014074
Path Entropy(↓):  0.073558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film kronos
Start Entity:     Kronos
Gold Answer:      [['1986', '1950', '1958', '1949']]
Predicted Ans:    1958
Predicted Path:   Kronos --[directed_by]--> Kurt Neumann --[(INV) directed_by]--> The Fly --[release_year]--> 1958
Path (Raw):       Kronos --[directed_by]--> Kurt Neumann --[(INV) directed_by]--> The Fly --[release_year]--> 1958
Neg LogProb(↓):   0.595223
Path Entropy(↓):  0.758205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by helen macinnes fall under
Start Entity:     Helen MacInnes
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Helen MacInnes --[(INV) written_by]--> Above Suspicion --[has_genre]--> Thriller
Path (Raw):       Helen MacInnes --[No Operation]--> Helen MacInnes --[(INV) written_by]--> Above Suspicion --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by guy hibbert
Start Entity:     Guy Hibbert
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Guy Hibbert --[(INV) written_by]--> Five Minutes of Heaven --[has_genre]--> Drama
Path (Raw):       Guy Hibbert --[No Operation]--> Guy Hibbert --[(INV) written_by]--> Five Minutes of Heaven --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jasmin tabatabai starred together with who
Start Entity:     Jasmin Tabatabai
Gold Answer:      [['Nicolette Krebitz', 'Jutta Hoffmann', 'Bruce Willis', 'Billy Bob Thornton', 'Cate Blanchett', 'Olivier Gourmet', 'Magaly Solier', 'Katja Riemann']]
Predicted Ans:    Cate Blanchett
Predicted Path:   Jasmin Tabatabai --[(INV) starred_actors]--> Bandits --[starred_actors]--> Cate Blanchett
Path (Raw):       Jasmin Tabatabai --[No Operation]--> Jasmin Tabatabai --[(INV) starred_actors]--> Bandits --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   0.209377
Path Entropy(↓):  0.698504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of alien abduction
Start Entity:     Alien Abduction
Gold Answer:      [['Matty Beckerman']]
Predicted Ans:    Matty Beckerman
Predicted Path:   Alien Abduction --[directed_by]--> Matty Beckerman --[(INV) directed_by]--> Alien Abduction --[directed_by]--> Matty Beckerman
Path (Raw):       Alien Abduction --[directed_by]--> Matty Beckerman --[(INV) directed_by]--> Alien Abduction --[directed_by]--> Matty Beckerman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of a bunch of amateurs also directed which movies
Start Entity:     A Bunch of Amateurs
Gold Answer:      [['Chasing Liberty']]
Predicted Ans:    A Bunch of Amateurs
Predicted Path:   A Bunch of Amateurs --[directed_by]--> Andy Cadiff --[(INV) directed_by]--> A Bunch of Amateurs
Path (Raw):       A Bunch of Amateurs --[directed_by]--> Andy Cadiff --[(INV) directed_by]--> A Bunch of Amateurs --[No Operation]--> A Bunch of Amateurs
Neg LogProb(↓):   0.009341
Path Entropy(↓):  0.058318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors of the director ariel vromen
Start Entity:     Ariel Vromen
Gold Answer:      [['Chris Evans', 'Michael Shannon', 'Winona Ryder', 'Ray Liotta', 'Marisa Tomei']]
Predicted Ans:    Ray Liotta
Predicted Path:   Ariel Vromen --[(INV) directed_by]--> The Iceman --[starred_actors]--> Ray Liotta
Path (Raw):       Ariel Vromen --[No Operation]--> Ariel Vromen --[(INV) directed_by]--> The Iceman --[starred_actors]--> Ray Liotta
Neg LogProb(↓):   0.079829
Path Entropy(↓):  0.278399
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by ruth chatterton were released in which years
Start Entity:     Ruth Chatterton
Gold Answer:      [['1932', '1933', '1936']]
Predicted Ans:    1936
Predicted Path:   Ruth Chatterton --[(INV) starred_actors]--> Dodsworth --[release_year]--> 1936
Path (Raw):       Ruth Chatterton --[No Operation]--> Ruth Chatterton --[(INV) starred_actors]--> Dodsworth --[release_year]--> 1936
Neg LogProb(↓):   0.012988
Path Entropy(↓):  0.075673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the great caruso
Start Entity:     The Great Caruso
Gold Answer:      [['Back Street', 'Interrupted Melody', 'Love Finds Andy Hardy']]
Predicted Ans:    The Great Caruso
Predicted Path:   The Great Caruso --[written_by]--> William Ludwig --[(INV) written_by]--> The Great Caruso
Path (Raw):       The Great Caruso --[written_by]--> William Ludwig --[(INV) written_by]--> The Great Caruso --[No Operation]--> The Great Caruso
Neg LogProb(↓):   0.438810
Path Entropy(↓):  1.066580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films written by mark medoff fall under
Start Entity:     Mark Medoff
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mark Medoff --[(INV) written_by]--> Clara's Heart --[has_genre]--> Drama
Path (Raw):       Mark Medoff --[No Operation]--> Mark Medoff --[(INV) written_by]--> Clara's Heart --[has_genre]--> Drama
Neg LogProb(↓):   0.002096
Path Entropy(↓):  0.015049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter rene cardona co - wrote films with who
Start Entity:     René Cardona
Gold Answer:      [['Adolfo Torres Portillo']]
Predicted Ans:    Adolfo Torres Portillo
Predicted Path:   René Cardona --[(INV) written_by]--> Santa Claus --[written_by]--> Adolfo Torres Portillo
Path (Raw):       René Cardona --[No Operation]--> René Cardona --[(INV) written_by]--> Santa Claus --[written_by]--> Adolfo Torres Portillo
Neg LogProb(↓):   0.000267
Path Entropy(↓):  0.002465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by isabel coixet were in which languages
Start Entity:     Isabel Coixet
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Isabel Coixet --[(INV) directed_by]--> Elegy --[in_language]--> Spanish
Path (Raw):       Isabel Coixet --[No Operation]--> Isabel Coixet --[(INV) directed_by]--> Elegy --[in_language]--> Spanish
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with fight club fall under
Start Entity:     Fight Club
Gold Answer:      [['Drama', 'Fantasy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Fight Club --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Path (Raw):       Fight Club --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Neg LogProb(↓):   0.018500
Path Entropy(↓):  0.103823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the bishop's wife actors
Start Entity:     The Bishop's Wife
Gold Answer:      [['Don Hartman', 'Edmund Goulding', 'J. Lee Thompson', 'Cecil B. DeMille', 'George Cukor', 'William A. Seiter', 'Garson Kanin', 'Norman Taurog', 'Tay Garnett', 'James Flood', 'Delmer Daves', 'George Amy', 'Stuart Heisler', 'William A. Wellman', 'Guy Green', 'Blake Edwards', 'Roy Ward Baker', 'Carol Reed', 'Roy Del Ruth', 'Martin Campbell', 'Frank Borzage', 'Henry Hathaway', 'Otto Preminger', 'Sidney Sheldon', 'Henry Koster', 'Gregory La Cava', 'Ken Annakin', 'Nicholas Ray', 'Ingmar Bergman', 'Melville Shavelson', 'George Fitzmaurice', 'Michael Curtiz', 'Frank Capra', 'Stanley Kramer', 'Luchino Visconti', 'Allan Dwan', 'Wesley Ruggles', 'Richard Wallace', 'Stanley Donen', 'Charles Walters', 'Leo McCarey', 'Alfred Hitchcock', 'Lowell Sherman', 'Delbert Mann', 'H.C. Potter', 'Alexander Korda', 'Irving Reis', 'Ralph Levy', 'Richard Brooks', 'Orson Welles', 'George Stevens', 'Josef von Sternberg', 'Rowland V. Lee', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'H. Bruce Humberstone', 'Howard Hawks']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Bishop's Wife --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       The Bishop's Wife --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.986994
Path Entropy(↓):  2.030731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by tom dey
Start Entity:     Tom Dey
Gold Answer:      [['Miles Millar', 'Alfred Gough']]
Predicted Ans:    Miles Millar
Predicted Path:   Tom Dey --[(INV) directed_by]--> Shanghai Noon --[written_by]--> Miles Millar
Path (Raw):       Tom Dey --[No Operation]--> Tom Dey --[(INV) directed_by]--> Shanghai Noon --[written_by]--> Miles Millar
Neg LogProb(↓):   0.597775
Path Entropy(↓):  0.726363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of king of devil's island
Start Entity:     King of Devil's Island
Gold Answer:      [['Marius Holst']]
Predicted Ans:    Marius Holst
Predicted Path:   King of Devil's Island --[directed_by]--> Marius Holst --[(INV) directed_by]--> King of Devil's Island --[directed_by]--> Marius Holst
Path (Raw):       King of Devil's Island --[directed_by]--> Marius Holst --[(INV) directed_by]--> King of Devil's Island --[directed_by]--> Marius Holst
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed entre ses mains
Start Entity:     Entre ses mains
Gold Answer:      [['Audrey Tautou', 'Emmanuelle Béart', 'Fanny Ardant', 'Gérard Depardieu']]
Predicted Ans:    Emmanuelle Béart
Predicted Path:   Entre ses mains --[directed_by]--> Anne Fontaine --[(INV) directed_by]--> Nathalie... --[starred_actors]--> Emmanuelle Béart
Path (Raw):       Entre ses mains --[directed_by]--> Anne Fontaine --[(INV) directed_by]--> Nathalie... --[starred_actors]--> Emmanuelle Béart
Neg LogProb(↓):   0.209776
Path Entropy(↓):  0.595902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in charlie countryman
Start Entity:     Charlie Countryman
Gold Answer:      [['2000', '1997', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '1936', '2006', '2014', '2002', '2012', '2007']]
Predicted Ans:    2005
Predicted Path:   Charlie Countryman --[starred_actors]--> Mads Mikkelsen --[(INV) starred_actors]--> Adam's Apples --[release_year]--> 2005
Path (Raw):       Charlie Countryman --[starred_actors]--> Mads Mikkelsen --[(INV) starred_actors]--> Adam's Apples --[release_year]--> 2005
Neg LogProb(↓):   0.142063
Path Entropy(↓):  0.603918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by anthony bell release
Start Entity:     Anthony Bell
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Anthony Bell --[(INV) directed_by]--> Alpha and Omega --[release_year]--> 2010
Path (Raw):       Anthony Bell --[No Operation]--> Anthony Bell --[(INV) directed_by]--> Alpha and Omega --[release_year]--> 2010
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film 2001 maniacs were in which genres
Start Entity:     2001 Maniacs
Gold Answer:      [['Horror']]
Predicted Ans:    Comedy
Predicted Path:   2001 Maniacs --[starred_actors]--> Jay Gillespie --[(INV) starred_actors]--> 2001 Maniacs --[has_genre]--> Comedy
Path (Raw):       2001 Maniacs --[starred_actors]--> Jay Gillespie --[(INV) starred_actors]--> 2001 Maniacs --[has_genre]--> Comedy
Neg LogProb(↓):   0.595304
Path Entropy(↓):  1.091227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by robert james waller
Start Entity:     Robert James Waller
Gold Answer:      [['Clint Eastwood']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Robert James Waller --[(INV) written_by]--> The Bridges of Madison County --[directed_by]--> Clint Eastwood
Path (Raw):       Robert James Waller --[No Operation]--> Robert James Waller --[(INV) written_by]--> The Bridges of Madison County --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of pavel bardin written movies
Start Entity:     Pavel Bardin
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Pavel Bardin --[(INV) written_by]--> Russia 88 --[release_year]--> 2009
Path (Raw):       Pavel Bardin --[No Operation]--> Pavel Bardin --[(INV) written_by]--> Russia 88 --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of firelight
Start Entity:     Firelight
Gold Answer:      [['Richard Attenborough', 'Raymond Bernard', 'Claude Lelouch', 'Norman Stone', 'Bille August', 'Richard Boleslawski', 'Tom Hooper']]
Predicted Ans:    Claude Lelouch
Predicted Path:   Firelight --[written_by]--> William Nicholson --[(INV) written_by]--> Les Misérables --[directed_by]--> Claude Lelouch
Path (Raw):       Firelight --[written_by]--> William Nicholson --[(INV) written_by]--> Les Misérables --[directed_by]--> Claude Lelouch
Neg LogProb(↓):   0.055535
Path Entropy(↓):  0.266415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jesse bradford co - starred with who
Start Entity:     Jesse Bradford
Gold Answer:      [['Mia Kirshner', 'Erika Christensen', 'French Stewart', 'Daryl Hannah', 'Shiri Appleby', 'Lisa Kudrow', 'Steve Coogan', 'Jonathan Taylor Thomas', 'Adam Goldberg', 'Bobby Cannavale', 'Michael Biehn', 'Jordan Brower', 'David Krumholtz', 'Paula Garcés', 'Elisha Cuthbert']]
Predicted Ans:    French Stewart
Predicted Path:   Jesse Bradford --[(INV) starred_actors]--> Clockstoppers --[starred_actors]--> French Stewart
Path (Raw):       Jesse Bradford --[No Operation]--> Jesse Bradford --[(INV) starred_actors]--> Clockstoppers --[starred_actors]--> French Stewart
Neg LogProb(↓):   0.735369
Path Entropy(↓):  1.471475
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by doris dorrie were in which languages
Start Entity:     Doris Dörrie
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Doris Dörrie --[(INV) written_by]--> Cherry Blossoms --[in_language]--> German
Path (Raw):       Doris Dörrie --[No Operation]--> Doris Dörrie --[(INV) written_by]--> Cherry Blossoms --[in_language]--> German
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with personal property fall under
Start Entity:     Personal Property
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Personal Property --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Wife vs. Secretary --[has_genre]--> Comedy
Path (Raw):       Personal Property --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Wife vs. Secretary --[has_genre]--> Comedy
Neg LogProb(↓):   0.292035
Path Entropy(↓):  0.737607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with howard hawks
Start Entity:     Howard Hawks
Gold Answer:      [['John Monk Saunders']]
Predicted Ans:    Howard Hawks
Predicted Path:   Howard Hawks --[(INV) written_by]--> The Dawn Patrol --[written_by]--> Howard Hawks
Path (Raw):       Howard Hawks --[No Operation]--> Howard Hawks --[(INV) written_by]--> The Dawn Patrol --[written_by]--> Howard Hawks
Neg LogProb(↓):   0.366202
Path Entropy(↓):  1.002977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of camel spiders also starred in which films
Start Entity:     Camel Spiders
Gold Answer:      [['Grandview, U.S.A.', 'Return to the Blue Lagoon', 'The Hitcher', 'Red Dawn', 'Naked Souls', 'Secret Admirer', 'The Outsiders', 'Side Out', 'Tank', 'Soul Man']]
Predicted Ans:    Red Dawn
Predicted Path:   Camel Spiders --[starred_actors]--> C. Thomas Howell --[(INV) starred_actors]--> Red Dawn
Path (Raw):       Camel Spiders --[starred_actors]--> C. Thomas Howell --[No Operation]--> C. Thomas Howell --[(INV) starred_actors]--> Red Dawn
Neg LogProb(↓):   0.132451
Path Entropy(↓):  0.551794
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by hiroshi inagaki
Start Entity:     Hiroshi Inagaki
Gold Answer:      [['Samurai Banners', 'Machibuse']]
Predicted Ans:    Samurai Banners
Predicted Path:   Hiroshi Inagaki --[(INV) directed_by]--> Samurai Banners --[directed_by]--> Hiroshi Inagaki --[(INV) directed_by]--> Samurai Banners
Path (Raw):       Hiroshi Inagaki --[(INV) directed_by]--> Samurai Banners --[directed_by]--> Hiroshi Inagaki --[(INV) directed_by]--> Samurai Banners
Neg LogProb(↓):   0.255043
Path Entropy(↓):  0.705034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the lucy director
Start Entity:     Lucy
Gold Answer:      [['Neil Simon', 'John Helyar', 'Tonino Benacquista', 'Tennessee Williams', 'Bill C. Davis', 'Larry Gelbart', 'Bryan Burrough', 'Luc Besson', 'Oscar Saul', 'Ettore Scola', 'Jacques Mayol', 'Jacques Tardi']]
Predicted Ans:    Luc Besson
Predicted Path:   Lucy --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Family --[written_by]--> Luc Besson
Path (Raw):       Lucy --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Family --[written_by]--> Luc Besson
Neg LogProb(↓):   0.320154
Path Entropy(↓):  0.820508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the main event
Start Entity:     The Main Event
Gold Answer:      [['Music', 'Western', 'Drama', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   The Main Event --[directed_by]--> Howard Zieff --[(INV) directed_by]--> The Dream Team --[has_genre]--> Comedy
Path (Raw):       The Main Event --[directed_by]--> Howard Zieff --[(INV) directed_by]--> The Dream Team --[has_genre]--> Comedy
Neg LogProb(↓):   0.003644
Path Entropy(↓):  0.029377
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is time bandits in
Start Entity:     Time Bandits
Gold Answer:      [['Adventure', 'Fantasy']]
Predicted Ans:    Adventure
Predicted Path:   Time Bandits --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       Time Bandits --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   1.530360
Path Entropy(↓):  2.127874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jim marrs co - wrote films with who
Start Entity:     Jim Marrs
Gold Answer:      [['Jim Garrison', 'Zachary Sklar', 'Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Jim Marrs --[(INV) written_by]--> JFK --[written_by]--> Oliver Stone
Path (Raw):       Jim Marrs --[No Operation]--> Jim Marrs --[(INV) written_by]--> JFK --[written_by]--> Oliver Stone
Neg LogProb(↓):   0.005005
Path Entropy(↓):  0.035515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by bill sherwood
Start Entity:     Bill Sherwood
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Bill Sherwood --[(INV) written_by]--> Parting Glances --[release_year]--> 1986
Path (Raw):       Bill Sherwood --[No Operation]--> Bill Sherwood --[(INV) written_by]--> Parting Glances --[release_year]--> 1986
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with darren grodsky
Start Entity:     Darren Grodsky
Gold Answer:      [['Danny Jacobs']]
Predicted Ans:    Danny Jacobs
Predicted Path:   Darren Grodsky --[(INV) written_by]--> Humboldt County --[written_by]--> Danny Jacobs
Path (Raw):       Darren Grodsky --[No Operation]--> Darren Grodsky --[(INV) written_by]--> Humboldt County --[written_by]--> Danny Jacobs
Neg LogProb(↓):   0.172821
Path Entropy(↓):  0.437528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of mission to moscow
Start Entity:     Mission to Moscow
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Mission to Moscow --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       Mission to Moscow --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.220387
Path Entropy(↓):  0.527518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the normal heart were directed by who
Start Entity:     The Normal Heart
Gold Answer:      [['Ken Russell', 'Frank Capra', 'Charles Jarrott']]
Predicted Ans:    Ken Russell
Predicted Path:   The Normal Heart --[written_by]--> Larry Kramer --[(INV) written_by]--> Women in Love --[directed_by]--> Ken Russell
Path (Raw):       The Normal Heart --[written_by]--> Larry Kramer --[(INV) written_by]--> Women in Love --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.499677
Path Entropy(↓):  0.683756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter christopher morley
Start Entity:     Christopher Morley
Gold Answer:      [['James Craig', 'Dennis Morgan', 'Ginger Rogers']]
Predicted Ans:    Ginger Rogers
Predicted Path:   Christopher Morley --[(INV) written_by]--> Kitty Foyle --[starred_actors]--> Ginger Rogers
Path (Raw):       Christopher Morley --[No Operation]--> Christopher Morley --[(INV) written_by]--> Kitty Foyle --[starred_actors]--> Ginger Rogers
Neg LogProb(↓):   0.000332
Path Entropy(↓):  0.003176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie a dangerous profession
Start Entity:     A Dangerous Profession
Gold Answer:      [['James Ronald', 'Fredric Brown', 'John Wexley', 'Sam Spewack', 'Warren Duff', 'Robert Hardy Andrews', 'Preston Sturges', 'Ben Markson', 'Billy Wilder', 'Virginia Van Upp', 'Charles Lederer', 'William P. McGivern', 'Ronald Bass', 'Frank Gruber', 'Leos Carax', 'Richard H. Landau', 'Steve Fisher', 'Ernst Lubitsch', 'I.A.L. Diamond', 'Jerome Odlum', 'Joseph Schrank', 'Lewis E. Lawes', 'Nunnally Johnson', 'Jonathan Finn', 'Eric Ambler', 'Jay Dratler', 'Ben Hecht', 'Charles MacArthur', 'Earl Baldwin', 'Michael Hogan', 'Paul Fix', 'Gordon Ray Young', 'Bartlett Cormack', 'W.R. Burnett', 'Norman Krasna', 'Joseph L. Mankiewicz', 'Rowland Brown']]
Predicted Ans:    Sam Spewack
Predicted Path:   A Dangerous Profession --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Boy Meets Girl --[written_by]--> Sam Spewack
Path (Raw):       A Dangerous Profession --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Boy Meets Girl --[written_by]--> Sam Spewack
Neg LogProb(↓):   0.632451
Path Entropy(↓):  1.432102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film miracle
Start Entity:     Miracle
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Miracle --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Miracle --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.313081
Path Entropy(↓):  4.468813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by ladies of leisure actors release
Start Entity:     Ladies of Leisure
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1940', '1938', '1955', '1964', '1949', '1950', '1952', '1929', '1945', '1937']]
Predicted Ans:    1954
Predicted Path:   Ladies of Leisure --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Path (Raw):       Ladies of Leisure --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   1.227355
Path Entropy(↓):  2.063609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie certified copy are written by who
Start Entity:     Certified Copy
Gold Answer:      [['Joseph C. Muscat', 'Ermanno Olmi', 'Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Certified Copy --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Life, and Nothing More... --[written_by]--> Abbas Kiarostami
Path (Raw):       Certified Copy --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Life, and Nothing More... --[written_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.237706
Path Entropy(↓):  0.692054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the hot rock fall under
Start Entity:     The Hot Rock
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Hot Rock --[written_by]--> William Goldman --[(INV) written_by]--> Year of the Comet --[has_genre]--> Adventure
Path (Raw):       The Hot Rock --[written_by]--> William Goldman --[(INV) written_by]--> Year of the Comet --[has_genre]--> Adventure
Neg LogProb(↓):   1.252961
Path Entropy(↓):  1.985265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Randall miller was the director of which movies
Start Entity:     Randall Miller
Gold Answer:      [['Bottle Shock', 'Houseguest', 'Class Act']]
Predicted Ans:    Class Act
Predicted Path:   Randall Miller --[(INV) directed_by]--> Houseguest --[directed_by]--> Randall Miller --[(INV) directed_by]--> Class Act
Path (Raw):       Randall Miller --[(INV) directed_by]--> Houseguest --[directed_by]--> Randall Miller --[(INV) directed_by]--> Class Act
Neg LogProb(↓):   0.837551
Path Entropy(↓):  1.518036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the flintstones
Start Entity:     The Flintstones
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Flintstones --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Stella --[in_language]--> French
Path (Raw):       The Flintstones --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Stella --[in_language]--> French
Neg LogProb(↓):   0.009398
Path Entropy(↓):  0.058740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was andrea portes a writer on
Start Entity:     Andrea Portes
Gold Answer:      [['Hick']]
Predicted Ans:    Hick
Predicted Path:   Andrea Portes --[(INV) written_by]--> Hick --[written_by]--> Andrea Portes --[(INV) written_by]--> Hick
Path (Raw):       Andrea Portes --[(INV) written_by]--> Hick --[written_by]--> Andrea Portes --[(INV) written_by]--> Hick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by catherine deneuve
Start Entity:     Catherine Deneuve
Gold Answer:      [['Manoel de Oliveira', 'Peter Hyams', 'André Téchiné', 'Régis Wargnier', 'Stuart Rosenberg', 'Jacques Demy', 'François Truffaut', 'Arnaud Desplechin', 'Tony Scott', 'Roman Polanski', 'Robert Aldrich', 'Nicole Garcia', 'Anatole Litvak', 'Lars von Trier', 'Terence Young', 'Mike Mendez', 'Larry Brand', 'Dick Richards', 'François Ozon', 'Luis Buñuel']]
Predicted Ans:    François Truffaut
Predicted Path:   Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[directed_by]--> François Truffaut
Path (Raw):       Catherine Deneuve --[No Operation]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.305037
Path Entropy(↓):  0.993564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did deon richmond act in
Start Entity:     Deon Richmond
Gold Answer:      [["Trippin'"]]
Predicted Ans:    Trippin'
Predicted Path:   Deon Richmond --[(INV) starred_actors]--> Trippin' --[starred_actors]--> Deon Richmond --[(INV) starred_actors]--> Trippin'
Path (Raw):       Deon Richmond --[(INV) starred_actors]--> Trippin' --[starred_actors]--> Deon Richmond --[(INV) starred_actors]--> Trippin'
Neg LogProb(↓):   0.118344
Path Entropy(↓):  0.400776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of get carter also wrote which films
Start Entity:     Get Carter
Gold Answer:      [['Black Rainbow', 'The Terminal Man', 'Hit Man', 'Pulp']]
Predicted Ans:    Pulp
Predicted Path:   Get Carter --[written_by]--> Mike Hodges --[(INV) written_by]--> Pulp
Path (Raw):       Get Carter --[written_by]--> Mike Hodges --[(INV) written_by]--> Pulp --[No Operation]--> Pulp
Neg LogProb(↓):   0.671448
Path Entropy(↓):  1.066207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter lee macdougall
Start Entity:     Lee MacDougall
Gold Answer:      [['Joe Anderson', 'Stephen Eric McIntyre', 'Rossif Sutherland', 'Timothy Olyphant']]
Predicted Ans:    Timothy Olyphant
Predicted Path:   Lee MacDougall --[(INV) written_by]--> High Life --[starred_actors]--> Timothy Olyphant
Path (Raw):       Lee MacDougall --[No Operation]--> Lee MacDougall --[(INV) written_by]--> High Life --[starred_actors]--> Timothy Olyphant
Neg LogProb(↓):   0.001247
Path Entropy(↓):  0.009921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film tarzan the ape man
Start Entity:     Tarzan the Ape Man
Gold Answer:      [['1976', '1998', '1949', '1975', '1933', '1939', '1959', '1921', '1936', '1999', '1981', '2012', '1941', '2013', '1977']]
Predicted Ans:    1932
Predicted Path:   Tarzan the Ape Man --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> Tarzan the Ape Man --[release_year]--> 1932
Path (Raw):       Tarzan the Ape Man --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> Tarzan the Ape Man --[release_year]--> 1932
Neg LogProb(↓):   1.425431
Path Entropy(↓):  1.702344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by david s. ward starred which actors
Start Entity:     David S. Ward
Gold Answer:      [['Harry Dean Stanton', 'Debra Winger', 'Tom Berenger', 'Kelsey Grammer', 'Lauren Holly', 'Halle Berry', 'Rob Schneider', 'Omar Epps', 'Nick Nolte', 'Charlie Sheen', 'James Caan', 'Corbin Bernsen', 'Craig Sheffer']]
Predicted Ans:    Nick Nolte
Predicted Path:   David S. Ward --[(INV) directed_by]--> Cannery Row --[starred_actors]--> Nick Nolte
Path (Raw):       David S. Ward --[No Operation]--> David S. Ward --[(INV) directed_by]--> Cannery Row --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   1.144067
Path Entropy(↓):  1.822832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to live from baghdad
Start Entity:     Live from Baghdad
Gold Answer:      [['gulf war', 'mick jackson']]
Predicted Ans:    kuwait
Predicted Path:   Live from Baghdad --[has_tags]--> gulf war --[(INV) has_tags]--> Lessons of Darkness --[has_tags]--> kuwait
Path (Raw):       Live from Baghdad --[has_tags]--> gulf war --[(INV) has_tags]--> Lessons of Darkness --[has_tags]--> kuwait
Neg LogProb(↓):   0.057141
Path Entropy(↓):  0.229765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the director pascal bourdiaux
Start Entity:     Pascal Bourdiaux
Gold Answer:      [['Franck Dubosc', 'Kev Adams']]
Predicted Ans:    Kev Adams
Predicted Path:   Pascal Bourdiaux --[(INV) directed_by]--> Fiston --[starred_actors]--> Kev Adams
Path (Raw):       Pascal Bourdiaux --[No Operation]--> Pascal Bourdiaux --[(INV) directed_by]--> Fiston --[starred_actors]--> Kev Adams
Neg LogProb(↓):   0.409358
Path Entropy(↓):  0.954694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote passion
Start Entity:     Passion
Gold Answer:      [['1968', '1980', '1976', '1946', '1970', '1998', '1992', '2010', '1973', '2002', '1979', '1981', '1969', '1974', '1984', '2007']]
Predicted Ans:    2002
Predicted Path:   Passion --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[release_year]--> 2002
Path (Raw):       Passion --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[release_year]--> 2002
Neg LogProb(↓):   1.401402
Path Entropy(↓):  2.209018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in monsieur batignole
Start Entity:     Monsieur Batignole
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Monsieur Batignole --[starred_actors]--> Gérard Jugnot --[(INV) starred_actors]--> The Chorus --[has_genre]--> Drama
Path (Raw):       Monsieur Batignole --[starred_actors]--> Gérard Jugnot --[(INV) starred_actors]--> The Chorus --[has_genre]--> Drama
Neg LogProb(↓):   0.012181
Path Entropy(↓):  0.078020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor barbara sonneborn appeared in the same movie with who
Start Entity:     Barbara Sonneborn
Gold Answer:      [['Xuan Ngoc Nguyen']]
Predicted Ans:    Xuan Ngoc Nguyen
Predicted Path:   Barbara Sonneborn --[(INV) starred_actors]--> Regret to Inform --[starred_actors]--> Xuan Ngoc Nguyen
Path (Raw):       Barbara Sonneborn --[No Operation]--> Barbara Sonneborn --[(INV) starred_actors]--> Regret to Inform --[starred_actors]--> Xuan Ngoc Nguyen
Neg LogProb(↓):   0.055530
Path Entropy(↓):  0.218727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the great ecstasy of woodcarver steiner
Start Entity:     The Great Ecstasy of Woodcarver Steiner
Gold Answer:      [['Eva Mattes', 'Roland Topor', 'Bruno S.', 'Juliane Koepcke', 'Klaus Kinski', 'Denis Reichle', 'Greg Kinnear', 'Toby Huss', 'Lotte Eisner', 'Reinhold Messner', 'Christian Bale', 'The Dalai Lama', 'Walter Ladengast', 'Isabelle Adjani', 'Alice Waters', 'Brad Dourif', 'Mark Wahlberg', 'Werner Herzog', 'Jouko Ahola', 'Max Raabe', 'Tim Roth', 'Anna Gourari', 'Dieter Plage', 'Graham Dorrington', 'Bruno Ganz']]
Predicted Ans:    Klaus Kinski
Predicted Path:   The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Path (Raw):       The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Neg LogProb(↓):   1.213077
Path Entropy(↓):  2.442697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in a fistful of dollars
Start Entity:     A Fistful of Dollars
Gold Answer:      [['Sport', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Fistful of Dollars --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Gran Torino --[has_genre]--> Drama
Path (Raw):       A Fistful of Dollars --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Gran Torino --[has_genre]--> Drama
Neg LogProb(↓):   1.830799
Path Entropy(↓):  2.833216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in matador
Start Entity:     Matador
Gold Answer:      [['Music', 'Sport', 'Drama', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Matador --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Path (Raw):       Matador --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Neg LogProb(↓):   0.178625
Path Entropy(↓):  0.634525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by my soul to take actors
Start Entity:     My Soul to Take
Gold Answer:      [['Andrew Fleming', 'Mark Tonderai']]
Predicted Ans:    Andrew Fleming
Predicted Path:   My Soul to Take --[starred_actors]--> Max Thieriot --[(INV) starred_actors]--> Nancy Drew --[directed_by]--> Andrew Fleming
Path (Raw):       My Soul to Take --[starred_actors]--> Max Thieriot --[(INV) starred_actors]--> Nancy Drew --[directed_by]--> Andrew Fleming
Neg LogProb(↓):   0.064914
Path Entropy(↓):  0.274227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by no actors
Start Entity:     No
Gold Answer:      [['Michel Gondry', 'Milo Addica', 'Pedro Almodóvar', 'Alberto Granado', 'Lukas Moodysson', 'Alfonso Cuarón', 'James Marsh', 'Carlos Cuarón']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   No --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Path (Raw):       No --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.022759
Path Entropy(↓):  0.121896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was james p. cavanagh the writer of
Start Entity:     James P. Cavanagh
Gold Answer:      [['Murder at the Gallop']]
Predicted Ans:    Murder at the Gallop
Predicted Path:   James P. Cavanagh --[(INV) written_by]--> Murder at the Gallop --[written_by]--> James P. Cavanagh --[(INV) written_by]--> Murder at the Gallop
Path (Raw):       James P. Cavanagh --[(INV) written_by]--> Murder at the Gallop --[written_by]--> James P. Cavanagh --[(INV) written_by]--> Murder at the Gallop
Neg LogProb(↓):   0.008640
Path Entropy(↓):  0.049503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by christine ebersole
Start Entity:     Christine Ebersole
Gold Answer:      [['Horror', 'Family', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Christine Ebersole --[(INV) starred_actors]--> Mac and Me --[has_genre]--> Adventure
Path (Raw):       Christine Ebersole --[No Operation]--> Christine Ebersole --[(INV) starred_actors]--> Mac and Me --[has_genre]--> Adventure
Neg LogProb(↓):   0.052016
Path Entropy(↓):  0.200542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of we are the night
Start Entity:     We Are the Night
Gold Answer:      [['Dennis Gansel']]
Predicted Ans:    Dennis Gansel
Predicted Path:   We Are the Night --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[directed_by]--> Dennis Gansel
Path (Raw):       We Are the Night --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[directed_by]--> Dennis Gansel
Neg LogProb(↓):   0.050210
Path Entropy(↓):  0.202709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with pearl jam twenty in
Start Entity:     Pearl Jam Twenty
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Pearl Jam Twenty --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[in_language]--> Spanish
Path (Raw):       Pearl Jam Twenty --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[in_language]--> Spanish
Neg LogProb(↓):   0.071000
Path Entropy(↓):  0.277511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by michael almereyda in
Start Entity:     Michael Almereyda
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Michael Almereyda --[(INV) directed_by]--> Hamlet --[has_genre]--> Drama
Path (Raw):       Michael Almereyda --[No Operation]--> Michael Almereyda --[(INV) directed_by]--> Hamlet --[has_genre]--> Drama
Neg LogProb(↓):   2.198094
Path Entropy(↓):  2.204850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the lives of others
Start Entity:     The Lives of Others
Gold Answer:      [['Florian Henckel von Donnersmarck']]
Predicted Ans:    Florian Henckel von Donnersmarck
Predicted Path:   The Lives of Others --[written_by]--> Florian Henckel von Donnersmarck --[(INV) written_by]--> The Lives of Others --[directed_by]--> Florian Henckel von Donnersmarck
Path (Raw):       The Lives of Others --[written_by]--> Florian Henckel von Donnersmarck --[(INV) written_by]--> The Lives of Others --[directed_by]--> Florian Henckel von Donnersmarck
Neg LogProb(↓):   0.003860
Path Entropy(↓):  0.026196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed one of our aircraft is missing
Start Entity:     One of Our Aircraft Is Missing
Gold Answer:      [['Gordon Harker', 'Milton Rosmer', 'Binnie Hale', 'Flora Robson', 'Roger Livesey', 'Jack MacGowran', 'David Farrar', 'Sabu', 'Conrad Veidt', 'Dennis Price', 'Eric Portman', 'Moira Shearer', 'John Sweet', 'Ludmilla Tchérina', 'Jennifer Jones', 'Ann Ayars', 'Cyril Cusack', 'Helen Mirren', 'Valerie Hobson', 'Pamela Brown', 'John Justin', 'Sheila Sim', 'Marius Goring', 'Deborah Kerr', 'James Mason', 'Sebastian Shaw', 'June Duprez']]
Predicted Ans:    James Mason
Predicted Path:   One of Our Aircraft Is Missing --[directed_by]--> Michael Powell --[(INV) directed_by]--> Age of Consent --[starred_actors]--> James Mason
Path (Raw):       One of Our Aircraft Is Missing --[directed_by]--> Michael Powell --[(INV) directed_by]--> Age of Consent --[starred_actors]--> James Mason
Neg LogProb(↓):   0.220568
Path Entropy(↓):  0.679167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of thunderball
Start Entity:     Thunderball
Gold Answer:      [['Thai', 'English', 'Greek', 'Russian', 'Spanish']]
Predicted Ans:    Thai
Predicted Path:   Thunderball --[written_by]--> Richard Maibaum --[(INV) written_by]--> The Man with the Golden Gun --[in_language]--> Thai
Path (Raw):       Thunderball --[written_by]--> Richard Maibaum --[(INV) written_by]--> The Man with the Golden Gun --[in_language]--> Thai
Neg LogProb(↓):   1.053883
Path Entropy(↓):  0.715137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe groundhog day
Start Entity:     Groundhog Day
Gold Answer:      [['harold ramis', 'time', 'time loop', 'pennsylvania', 'andie macdowell', 'weatherman', 'loop', 'comedy', 'national film registry', '3', 'bill murray', 'fantasy']]
Predicted Ans:    weatherman
Predicted Path:   Groundhog Day --[has_tags]--> weatherman --[(INV) has_tags]--> Groundhog Day --[has_tags]--> weatherman
Path (Raw):       Groundhog Day --[has_tags]--> weatherman --[(INV) has_tags]--> Groundhog Day --[has_tags]--> weatherman
Neg LogProb(↓):   0.687140
Path Entropy(↓):  1.542756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in superman
Start Entity:     Superman
Gold Answer:      [['Richard Boone', 'Clint Eastwood', 'Mike Nichols', 'Michael Hoffman', 'Wes Anderson', 'David Mamet', 'Gore Verbinski', 'Lewis Milestone', 'George Schaefer', 'Steven Schachter', 'Kelly Reichardt', 'Lawrence Kasdan', 'Simon Moore', 'Sam Raimi', 'Robert Benton', 'Howard Deutch', 'Joseph Sargent', 'Peter Masterson', 'John G. Avildsen', 'Glenn Jordan', 'Richard Stanley', 'Robert Day', 'Shinji Aoyama', 'Daniel Mann', 'Peter Hyams', 'Don Medford', 'Michael Crichton', 'Irwin Allen', 'Martin Scorsese', 'John Erman', 'Richard Thorpe', 'Michael Apted', 'Mel Smith', 'Frank Lloyd', 'Bernardo Bertolucci', 'Joel Schumacher', 'John Carpenter', 'Stanley Donen', 'Andrew Bergman', 'Sidney Lumet', 'Richard Lester', 'Jesse V. Johnson', 'Richard Brooks', 'Gilbert Cates', 'Joseph L. Mankiewicz', 'James Ivory', 'Michael Ritchie', 'Ronald Neame', 'Ron Underwood', 'Wolf Rilla', 'Carol Reed', 'Donald Petrie', 'Robert Altman', 'Sam Taylor', 'Christian Marquand', 'Bernhard Wicki', 'Nicholas Meyer', 'Barry Sonnenfeld', 'Alan Parker', 'Andrew Davis', 'Francis Ford Coppola', 'John Moore', 'Fred C. Newmeyer', 'Francis Veber', 'Catherine Hardwicke', 'Arthur Penn', 'Sydney Pollack', 'Frank Oz', 'Ralph Levy', 'Elia Kazan', 'Edward Dmytryk', 'James Foley', 'John Huston', 'Basil Dearden', 'Marlon Brando', 'Ted Kotcheff', 'Peter Markle', 'Bob Clark', 'Bud Yorkin', 'Nicolas Roeg', 'Tony Scott', 'William Friedkin', 'Richard Donner', 'Sidney J. Furie', 'Henry Koster', 'Jerry Schatzberg', 'John Frankenheimer', 'Jim McBride', 'John Boorman', 'David Anspaugh', 'Johnny Depp', 'Gary Fleder', 'Don Taylor', 'Joshua Logan', 'Neil Armfield', 'Steven Spielberg', 'Frank Perry', 'Gillo Pontecorvo', 'Stephen Hopkins', 'Tom Gilroy', 'Fred Zinnemann', 'Dick Richards', 'Jeannot Szwarc', 'Jeremy Leven']]
Predicted Ans:    Gore Verbinski
Predicted Path:   Superman --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Rango --[directed_by]--> Gore Verbinski
Path (Raw):       Superman --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Rango --[directed_by]--> Gore Verbinski
Neg LogProb(↓):   0.792404
Path Entropy(↓):  1.534085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did tom bosley star in
Start Entity:     Tom Bosley
Gold Answer:      [['The World of Henry Orient']]
Predicted Ans:    The World of Henry Orient
Predicted Path:   Tom Bosley --[(INV) starred_actors]--> The World of Henry Orient --[written_by]--> Nora Johnson --[(INV) written_by]--> The World of Henry Orient
Path (Raw):       Tom Bosley --[(INV) starred_actors]--> The World of Henry Orient --[written_by]--> Nora Johnson --[(INV) written_by]--> The World of Henry Orient
Neg LogProb(↓):   0.032572
Path Entropy(↓):  0.148760
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with ransom fall under
Start Entity:     Ransom
Gold Answer:      [['Musical', 'Drama', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Ransom --[written_by]--> Richard Maibaum --[(INV) written_by]--> The Man with the Golden Gun --[has_genre]--> Action
Path (Raw):       Ransom --[written_by]--> Richard Maibaum --[(INV) written_by]--> The Man with the Golden Gun --[has_genre]--> Action
Neg LogProb(↓):   0.227987
Path Entropy(↓):  0.819739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film great guy
Start Entity:     Great Guy
Gold Answer:      [['Robert Wise', 'Robert Montgomery', 'William A. Wellman', 'Mervyn LeRoy', 'Michael Anderson', 'Roy Del Ruth', 'Billy Wilder', 'Raoul Walsh', 'John Ford', 'Alfred E. Green', 'Nicholas Ray', 'J. Searle Dawley', 'Michael Curtiz', 'Anatole Litvak', 'Leos Carax', 'Jean Grémillon', 'Victor Schertzinger', 'Joshua Logan', 'William Keighley', 'James Whale', 'Lloyd Bacon', 'Joseph Pevney', 'Charles Vidor', 'Howard Hawks']]
Predicted Ans:    Charles Vidor
Predicted Path:   Great Guy --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Love Me or Leave Me --[directed_by]--> Charles Vidor
Path (Raw):       Great Guy --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Love Me or Leave Me --[directed_by]--> Charles Vidor
Neg LogProb(↓):   0.880920
Path Entropy(↓):  1.616083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of a slipping - down life
Start Entity:     A Slipping-Down Life
Gold Answer:      [['Toni Kalem']]
Predicted Ans:    Toni Kalem
Predicted Path:   A Slipping-Down Life --[directed_by]--> Toni Kalem --[(INV) directed_by]--> A Slipping-Down Life --[directed_by]--> Toni Kalem
Path (Raw):       A Slipping-Down Life --[directed_by]--> Toni Kalem --[(INV) directed_by]--> A Slipping-Down Life --[directed_by]--> Toni Kalem
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in a soldier's daughter never cries
Start Entity:     A Soldier's Daughter Never Cries
Gold Answer:      [['1980', '1954', '1959', '1993', '1985', '1984', '1977', '2007', '1968', '2009', '1982', '1973', '2014', '1995', '1976', '2001', '1989', '1996', '1981', '2011', '1986', '1988', '1978', '2000', '1991', '1987', '1969', '1937']]
Predicted Ans:    1986
Predicted Path:   A Soldier's Daughter Never Cries --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters --[release_year]--> 1986
Path (Raw):       A Soldier's Daughter Never Cries --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters --[release_year]--> 1986
Neg LogProb(↓):   0.984215
Path Entropy(↓):  1.876037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie sky captain and the world of tomorrow
Start Entity:     Sky Captain and the World of Tomorrow
Gold Answer:      [['1946', '2008', '2003', '2006', '2007', '1998', '2009', '2010', '2004', '1994', '1932', '1972', '2001', '1996', '2002', '1981', '2012', '2011', '2013', '2000', '1949', '1966', '2005', '1991', '1999']]
Predicted Ans:    1981
Predicted Path:   Sky Captain and the World of Tomorrow --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Path (Raw):       Sky Captain and the World of Tomorrow --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   1.405163
Path Entropy(↓):  2.890728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the killing jar
Start Entity:     The Killing Jar
Gold Answer:      [['2014', '2007']]
Predicted Ans:    2010
Predicted Path:   The Killing Jar --[directed_by]--> Mark Young --[(INV) directed_by]--> The Killing Jar --[release_year]--> 2010
Path (Raw):       The Killing Jar --[directed_by]--> Mark Young --[(INV) directed_by]--> The Killing Jar --[release_year]--> 2010
Neg LogProb(↓):   0.424180
Path Entropy(↓):  0.880843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films together with patricia hearst
Start Entity:     Patricia Hearst
Gold Answer:      [['Alvin Moscow']]
Predicted Ans:    Patricia Hearst
Predicted Path:   Patricia Hearst --[(INV) written_by]--> Patty Hearst --[written_by]--> Patricia Hearst
Path (Raw):       Patricia Hearst --[No Operation]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst --[written_by]--> Patricia Hearst
Neg LogProb(↓):   0.043914
Path Entropy(↓):  0.177253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that have the same actor of dr. giggles
Start Entity:     Dr. Giggles
Gold Answer:      [['Darkman']]
Predicted Ans:    Darkman
Predicted Path:   Dr. Giggles --[starred_actors]--> Larry Drake --[(INV) starred_actors]--> Darkman
Path (Raw):       Dr. Giggles --[starred_actors]--> Larry Drake --[No Operation]--> Larry Drake --[(INV) starred_actors]--> Darkman
Neg LogProb(↓):   0.003743
Path Entropy(↓):  0.028788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of agatha
Start Entity:     Agatha
Gold Answer:      [['Richard Libertini', 'Richard Pryor', 'Jennifer Lopez', 'Blair Brown', 'Kate Winslet', 'Levon Helm', 'Aidan Quinn', 'Madeleine Stowe', 'Kenny Kirkland', 'Omar Hakim', 'Darryl Jones', 'Sam Shepard', 'Sissy Spacek', 'Martin Sheen', 'Brian Dennehy', 'Lee Marvin', 'Sam Neill', 'Ian McKellen', 'David Kelly', 'Mary Elizabeth Mastrantonio', 'Brigitte Fossey', 'Pierce Brosnan', 'David Essex', 'Adam Faith', 'Liam Neeson', 'Ian Bannen', 'Colin Friels', 'Val Kilmer', 'William Hurt', 'Natasha Richardson', 'Gene Hackman', 'Fred Ward', 'John Belushi', 'Dougray Scott', 'Sigourney Weaver', 'Graham Greene', 'Jodie Foster', 'Saffron Burrows', 'Tommy Lee Jones']]
Predicted Ans:    Sigourney Weaver
Predicted Path:   Agatha --[directed_by]--> Michael Apted --[(INV) directed_by]--> Gorillas in the Mist --[starred_actors]--> Sigourney Weaver
Path (Raw):       Agatha --[directed_by]--> Michael Apted --[(INV) directed_by]--> Gorillas in the Mist --[starred_actors]--> Sigourney Weaver
Neg LogProb(↓):   0.185703
Path Entropy(↓):  0.603720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie taken 3
Start Entity:     Taken 3
Gold Answer:      [['2008', '2003', '1993', '2006', '1985', '1984', '1998', '2010', '2004', '2014', '1995', '2001', '1989', '2002', '1981', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1987']]
Predicted Ans:    1997
Predicted Path:   Taken 3 --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       Taken 3 --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   0.868670
Path Entropy(↓):  1.943573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie odds against tomorrow were in which languages
Start Entity:     Odds Against Tomorrow
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Odds Against Tomorrow --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Path (Raw):       Odds Against Tomorrow --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Neg LogProb(↓):   0.000150
Path Entropy(↓):  0.001647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by francine york were directed by who
Start Entity:     Francine York
Gold Answer:      [['Ted V. Mikels']]
Predicted Ans:    Ted V. Mikels
Predicted Path:   Francine York --[(INV) starred_actors]--> The Doll Squad --[directed_by]--> Ted V. Mikels
Path (Raw):       Francine York --[No Operation]--> Francine York --[(INV) starred_actors]--> The Doll Squad --[directed_by]--> Ted V. Mikels
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about michael ian black
Start Entity:     michael ian black
Gold Answer:      [['Wet Hot American Summer']]
Predicted Ans:    Wet Hot American Summer
Predicted Path:   michael ian black --[(INV) has_tags]--> Wet Hot American Summer --[has_tags]--> elizabeth banks --[(INV) has_tags]--> Wet Hot American Summer
Path (Raw):       michael ian black --[(INV) has_tags]--> Wet Hot American Summer --[has_tags]--> elizabeth banks --[(INV) has_tags]--> Wet Hot American Summer
Neg LogProb(↓):   0.013044
Path Entropy(↓):  0.078301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the words
Start Entity:     The Words
Gold Answer:      [['Dennis Quaid', 'Jeremy Irons', 'Bradley Cooper']]
Predicted Ans:    Dennis Quaid
Predicted Path:   The Words --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Path (Raw):       The Words --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.645600
Path Entropy(↓):  0.782844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of they live by night
Start Entity:     They Live by Night
Gold Answer:      [['Strangers on a Train', 'Small Town Girl', 'The Man from Laramie', 'Detective Story', 'Senso', 'The Girl in the Red Velvet Swing', 'Side Street', 'Rope']]
Predicted Ans:    Senso
Predicted Path:   They Live by Night --[starred_actors]--> Farley Granger --[(INV) starred_actors]--> Senso
Path (Raw):       They Live by Night --[starred_actors]--> Farley Granger --[No Operation]--> Farley Granger --[(INV) starred_actors]--> Senso
Neg LogProb(↓):   0.185152
Path Entropy(↓):  0.619726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the crew
Start Entity:     The Crew
Gold Answer:      [['Jerry Belson', 'Paul Mazursky', 'John Sayles', 'Sheryl Longin', 'François Truffaut', 'Alexandre Rockwell', 'Jack London', 'Tom Gries', 'James Dickey', 'Ian Hislop', 'Jim Kouf', 'Jonathan Gershfield', 'Nick Newman', 'Neil Simon', 'Peter Bogdanovich', 'John Ross', 'John Byrum', 'Barry Levinson', 'Don Bluth', 'Blake Edwards', 'Frank Parkin', 'James L. Brooks', 'Chris Ver Wiel', 'Nancy Dowd', 'Jay Cronley', 'Carl Hiaasen', 'Robert MacLeod', 'George Lucas', 'Peter Benchley', 'John Cassavetes', 'Colin Higgins', 'Roger L. Simon', 'Paul Gallico', 'Harvey Wheeler', 'Darryl Ponicsan', 'Christopher Frank', 'William P. Wingate', 'Robert K. Ottum', 'William Neely', 'Walter Bernstein', 'William W. Norton', 'Dan Jenkins', 'Dan Wakefield', 'Mordecai Richler', 'Eugene Burdick', 'Steven Spielberg', 'Peter Masterson', 'Andrew Bergman', 'Patrick Sheane Duncan', 'Valerie Curtin', 'Andrew Fleming', 'Hal Needham', 'Thomas Rickman', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'Joel Oliansky', 'Elmore Leonard', 'Carl Gottlieb', 'Alvin Sargent', 'Brian Clark', 'Reginald Rose', 'David Monteagudo', 'Larry L. King', 'Gerald Di Pego', 'William Diehl', 'Evan Hunter', 'Tom Topor']]
Predicted Ans:    Reginald Rose
Predicted Path:   The Crew --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[written_by]--> Reginald Rose
Path (Raw):       The Crew --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[written_by]--> Reginald Rose
Neg LogProb(↓):   1.577376
Path Entropy(↓):  2.074397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in tender comrade
Start Entity:     Tender Comrade
Gold Answer:      [['1980', '1954', '1944', '1959', '1936', '1935', '1967', '1974', '1939', '1933', '1957', '1951', '1973', '1953', '1947', '1956', '1931', '1948', '1971', '1942', '1940', '1938', '1996', '1937', '1955', '2013', '1962', '1934', '1949', '1966', '1952', '1965', '1987', '1969', '1928', '1958']]
Predicted Ans:    1969
Predicted Path:   Tender Comrade --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[release_year]--> 1969
Path (Raw):       Tender Comrade --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[release_year]--> 1969
Neg LogProb(↓):   1.946723
Path Entropy(↓):  2.921355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by jacques akchoti fall under
Start Entity:     Jacques Akchoti
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Jacques Akchoti --[(INV) written_by]--> Don't Look Back --[has_genre]--> Mystery
Path (Raw):       Jacques Akchoti --[No Operation]--> Jacques Akchoti --[(INV) written_by]--> Don't Look Back --[has_genre]--> Mystery
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by virginia karns were released in which years
Start Entity:     Virginia Karns
Gold Answer:      [['1961', '1934']]
Predicted Ans:    1934
Predicted Path:   Virginia Karns --[(INV) starred_actors]--> Babes in Toyland --[release_year]--> 1934
Path (Raw):       Virginia Karns --[No Operation]--> Virginia Karns --[(INV) starred_actors]--> Babes in Toyland --[release_year]--> 1934
Neg LogProb(↓):   0.514043
Path Entropy(↓):  0.673785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by jeethu joseph
Start Entity:     Jeethu Joseph
Gold Answer:      [['Malayalam']]
Predicted Ans:    Malayalam
Predicted Path:   Jeethu Joseph --[(INV) written_by]--> Drishyam --[in_language]--> Malayalam
Path (Raw):       Jeethu Joseph --[No Operation]--> Jeethu Joseph --[(INV) written_by]--> Drishyam --[in_language]--> Malayalam
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of calling bulldog drummond
Start Entity:     Calling Bulldog Drummond
Gold Answer:      [['Mary Poppins', 'The Shopworn Angel', 'Mrs. Parkington', 'The Rack', 'Voyage to the Bottom of the Sea', 'Blossoms in the Dust', 'The Love Bug', 'Nick Carter, Master Detective', 'Command Decision', 'The Bad and the Beautiful', 'The Last Time I Saw Paris', 'Bedknobs and Broomsticks', 'Dark Command', 'Captain Horatio Hornblower R.N.', 'The Winslow Boy', 'Million Dollar Mermaid', 'Sky Murder', 'How Green Was My Valley', 'Mrs. Miniver', 'Dream Wife', 'Madame Curie', 'Too Hot to Handle', 'Forbidden Planet', 'Harry in Your Pocket', 'That Forsyte Woman', 'Flight Command', 'The Go-Between', '7 Women', 'Man Hunt', 'The Fiendish Plot of Dr. Fu Manchu']]
Predicted Ans:    How Green Was My Valley
Predicted Path:   Calling Bulldog Drummond --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley
Path (Raw):       Calling Bulldog Drummond --[starred_actors]--> Walter Pidgeon --[No Operation]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley
Neg LogProb(↓):   0.770118
Path Entropy(↓):  1.254307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie detroit metal city
Start Entity:     Detroit Metal City
Gold Answer:      [['Toshio Lee']]
Predicted Ans:    Toshio Lee
Predicted Path:   Detroit Metal City --[directed_by]--> Toshio Lee --[(INV) directed_by]--> Detroit Metal City --[directed_by]--> Toshio Lee
Path (Raw):       Detroit Metal City --[directed_by]--> Toshio Lee --[(INV) directed_by]--> Detroit Metal City --[directed_by]--> Toshio Lee
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of xxy
Start Entity:     XXY
Gold Answer:      [['Lucía Puenzo']]
Predicted Ans:    Lucía Puenzo
Predicted Path:   XXY --[written_by]--> Lucía Puenzo --[(INV) written_by]--> XXY --[written_by]--> Lucía Puenzo
Path (Raw):       XXY --[written_by]--> Lucía Puenzo --[(INV) written_by]--> XXY --[written_by]--> Lucía Puenzo
Neg LogProb(↓):   0.099289
Path Entropy(↓):  0.313152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the hound of the baskervilles actors
Start Entity:     The Hound of the Baskervilles
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Hound of the Baskervilles --[starred_actors]--> Richard Greene --[(INV) starred_actors]--> Forever Amber --[has_genre]--> Drama
Path (Raw):       The Hound of the Baskervilles --[starred_actors]--> Richard Greene --[(INV) starred_actors]--> Forever Amber --[has_genre]--> Drama
Neg LogProb(↓):   0.978505
Path Entropy(↓):  2.071911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the zero theorem actors
Start Entity:     The Zero Theorem
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   The Zero Theorem --[starred_actors]--> Christoph Waltz --[(INV) starred_actors]--> Carnage --[in_language]--> French
Path (Raw):       The Zero Theorem --[starred_actors]--> Christoph Waltz --[(INV) starred_actors]--> Carnage --[in_language]--> French
Neg LogProb(↓):   0.004403
Path Entropy(↓):  0.030516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the ballad of cable hogue
Start Entity:     The Ballad of Cable Hogue
Gold Answer:      [['Erick Zonca', 'Bud Yorkin', 'Jonathan Demme', 'Ron Howard', 'Richard Donner', 'Martin Campbell', 'Jerry Jameson', 'Karel Reisz', 'Alain Resnais', 'Jerry Schatzberg', 'Michael Bay', 'Jocelyn Moorhouse', 'George Marshall', 'Robert Ellis Miller', 'Nicholas Meyer', 'Henry King', 'Anatole Litvak', 'Stephen Sommers', 'John Cassavetes', 'John Carpenter', 'John Moore', 'Neil Jordan', 'Sergio Leone', 'Marc Rocco', 'Herbert Ross', 'Dalton Trumbo', 'John Sturges', 'Roger Corman', 'Fielder Cook', 'Fred Zinnemann', 'Jack Clayton', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Bud Yorkin
Predicted Path:   The Ballad of Cable Hogue --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Divorce American Style --[directed_by]--> Bud Yorkin
Path (Raw):       The Ballad of Cable Hogue --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Divorce American Style --[directed_by]--> Bud Yorkin
Neg LogProb(↓):   1.297451
Path Entropy(↓):  1.709788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by cleavant derricks
Start Entity:     Cleavant Derricks
Gold Answer:      [['Paul Mazursky']]
Predicted Ans:    Paul Mazursky
Predicted Path:   Cleavant Derricks --[(INV) starred_actors]--> Moscow on the Hudson --[written_by]--> Paul Mazursky
Path (Raw):       Cleavant Derricks --[No Operation]--> Cleavant Derricks --[(INV) starred_actors]--> Moscow on the Hudson --[written_by]--> Paul Mazursky
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed puzzlehead
Start Entity:     Puzzlehead
Gold Answer:      [['James Bai']]
Predicted Ans:    James Bai
Predicted Path:   Puzzlehead --[directed_by]--> James Bai --[(INV) directed_by]--> Puzzlehead --[directed_by]--> James Bai
Path (Raw):       Puzzlehead --[directed_by]--> James Bai --[(INV) directed_by]--> Puzzlehead --[directed_by]--> James Bai
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the missionary director release
Start Entity:     Missionary
Gold Answer:      [['2009']]
Predicted Ans:    2013
Predicted Path:   Missionary --[directed_by]--> Anthony DiBlasi --[(INV) directed_by]--> Missionary --[release_year]--> 2013
Path (Raw):       Missionary --[directed_by]--> Anthony DiBlasi --[(INV) directed_by]--> Missionary --[release_year]--> 2013
Neg LogProb(↓):   0.069697
Path Entropy(↓):  0.246660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the primary language in the film the scent of green papaya
Start Entity:     The Scent of Green Papaya
Gold Answer:      [['Vietnamese']]
Predicted Ans:    Vietnamese
Predicted Path:   The Scent of Green Papaya --[in_language]--> Vietnamese --[(INV) in_language]--> Adrift --[in_language]--> Vietnamese
Path (Raw):       The Scent of Green Papaya --[in_language]--> Vietnamese --[(INV) in_language]--> Adrift --[in_language]--> Vietnamese
Neg LogProb(↓):   0.190788
Path Entropy(↓):  0.518825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the soloist
Start Entity:     The Soloist
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   The Soloist --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Soloist --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.563373
Path Entropy(↓):  4.688203
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with krrish
Start Entity:     Krrish
Gold Answer:      [['Koi... Mil Gaya', 'Kites', 'Kaho Naa... Pyaar Hai', 'Krrish 3']]
Predicted Ans:    Krrish 3
Predicted Path:   Krrish --[written_by]--> Rakesh Roshan --[(INV) written_by]--> Krrish 3
Path (Raw):       Krrish --[written_by]--> Rakesh Roshan --[(INV) written_by]--> Krrish 3 --[No Operation]--> Krrish 3
Neg LogProb(↓):   0.033313
Path Entropy(↓):  0.194341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with joseph cotten
Start Entity:     Joseph Cotten
Gold Answer:      [['Anne Baxter', 'Anton Walbrook', 'Diana Wynyard', 'Frank Pettingell', 'Ethel Barrymore', 'Dorothy Malone', 'Max Showalter', 'Ginger Rogers', 'Trevor Howard', 'Louis Calhern', 'Leslie Caron', 'Gregory Peck', 'Masumi Okada', 'Martin Balsam', 'Barbara Stanwyck', 'Jack Lemmon', 'Shirley Temple', 'Jennifer Jones', 'Spring Byington', 'Bette Davis', 'George Sanders', 'Ingrid Bergman', 'Lionel Barrymore', 'Wendell Corey', 'Ann Richards', 'Ruth Roman', 'Alida Valli', 'David Brian', 'Teresa Wright', 'Dolores Costello', 'Tim Holt', 'Marilyn Monroe', 'Cecil Kellaway', 'Kirk Douglas', 'Loretta Young', 'Akira Takarada', 'Cesar Romero', 'Jean Peters', 'Charles Boyer', 'Debra Paget', 'Don Dubbins', 'Gary Merrill', 'Trish Van Devere', 'Rhonda Fleming', 'Orson Welles', 'Vincent Price', 'Rock Hudson', 'Charles Bickford']]
Predicted Ans:    Jennifer Jones
Predicted Path:   Joseph Cotten --[(INV) starred_actors]--> Love Letters --[starred_actors]--> Jennifer Jones
Path (Raw):       Joseph Cotten --[No Operation]--> Joseph Cotten --[(INV) starred_actors]--> Love Letters --[starred_actors]--> Jennifer Jones
Neg LogProb(↓):   0.924927
Path Entropy(↓):  1.840751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with about a boy were released in which years
Start Entity:     About a Boy
Gold Answer:      [['2000', '1997', '2009', '1950', '2005', '2004', '2006', '2014', '2015', '1914', '2007']]
Predicted Ans:    1997
Predicted Path:   About a Boy --[written_by]--> Chris Weitz --[(INV) written_by]--> Cinderella --[release_year]--> 1997
Path (Raw):       About a Boy --[written_by]--> Chris Weitz --[(INV) written_by]--> Cinderella --[release_year]--> 1997
Neg LogProb(↓):   0.947195
Path Entropy(↓):  1.988637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for loving you
Start Entity:     Loving You
Gold Answer:      [['Herbert Baker', 'Hal Kanter']]
Predicted Ans:    Hal Kanter
Predicted Path:   Loving You --[written_by]--> Hal Kanter --[(INV) written_by]--> Blue Hawaii --[written_by]--> Hal Kanter
Path (Raw):       Loving You --[written_by]--> Hal Kanter --[(INV) written_by]--> Blue Hawaii --[written_by]--> Hal Kanter
Neg LogProb(↓):   0.005442
Path Entropy(↓):  0.038918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe lord of the flies
Start Entity:     Lord of the Flies
Gold Answer:      [['library', 'boys', 'island', 'bd-r']]
Predicted Ans:    boys
Predicted Path:   Lord of the Flies --[has_tags]--> boys --[(INV) has_tags]--> The Boys --[has_tags]--> boys
Path (Raw):       Lord of the Flies --[has_tags]--> boys --[(INV) has_tags]--> The Boys --[has_tags]--> boys
Neg LogProb(↓):   1.965810
Path Entropy(↓):  2.140665
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film the nun
Start Entity:     The Nun
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Nun --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Nun --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.839450
Path Entropy(↓):  3.033290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the adventures of tarzan
Start Entity:     The Adventures of Tarzan
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Adventures of Tarzan --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       The Adventures of Tarzan --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.462270
Path Entropy(↓):  2.363385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie medium cool
Start Entity:     Medium Cool
Gold Answer:      [['Alan Sharp', 'David Mamet', 'John Sayles', 'Elmore Leonard', 'Corey Allen', 'Abe Polsky', 'Dan Cohen', 'Daniel Chuba', 'David C. Wilson', 'William Malone', 'Quentin Tarantino']]
Predicted Ans:    David Mamet
Predicted Path:   Medium Cool --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[written_by]--> David Mamet
Path (Raw):       Medium Cool --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[written_by]--> David Mamet
Neg LogProb(↓):   0.014069
Path Entropy(↓):  0.101116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of sand sharks
Start Entity:     Sand Sharks
Gold Answer:      [['Fantasy', 'Adventure', 'Action']]
Predicted Ans:    Adventure
Predicted Path:   Sand Sharks --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Jack the Giant Killer --[has_genre]--> Adventure
Path (Raw):       Sand Sharks --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Jack the Giant Killer --[has_genre]--> Adventure
Neg LogProb(↓):   0.456364
Path Entropy(↓):  1.193512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did melvin van peebles star in
Start Entity:     Melvin Van Peebles
Gold Answer:      [["Sweet Sweetback's Baadasssss Song"]]
Predicted Ans:    Sweet Sweetback's Baadasssss Song
Predicted Path:   Melvin Van Peebles --[(INV) starred_actors]--> Sweet Sweetback's Baadasssss Song --[starred_actors]--> Melvin Van Peebles --[(INV) starred_actors]--> Sweet Sweetback's Baadasssss Song
Path (Raw):       Melvin Van Peebles --[(INV) starred_actors]--> Sweet Sweetback's Baadasssss Song --[starred_actors]--> Melvin Van Peebles --[(INV) starred_actors]--> Sweet Sweetback's Baadasssss Song
Neg LogProb(↓):   0.300352
Path Entropy(↓):  0.575604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is trishna about
Start Entity:     Trishna
Gold Answer:      [['thomas hardy', 'india', 'freida pinto']]
Predicted Ans:    thomas hardy
Predicted Path:   Trishna --[has_tags]--> thomas hardy --[(INV) has_tags]--> Far from the Madding Crowd --[has_tags]--> thomas hardy
Path (Raw):       Trishna --[has_tags]--> thomas hardy --[(INV) has_tags]--> Far from the Madding Crowd --[has_tags]--> thomas hardy
Neg LogProb(↓):   0.552231
Path Entropy(↓):  0.689231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of joan of paris
Start Entity:     Joan of Paris
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Joan of Paris --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       Joan of Paris --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   1.550672
Path Entropy(↓):  3.224226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by erik smith meyer
Start Entity:     Erik Smith Meyer
Gold Answer:      [['Norwegian', 'English']]
Predicted Ans:    Norwegian
Predicted Path:   Erik Smith Meyer --[(INV) directed_by]--> Svidd neger --[in_language]--> Norwegian
Path (Raw):       Erik Smith Meyer --[No Operation]--> Erik Smith Meyer --[(INV) directed_by]--> Svidd neger --[in_language]--> Norwegian
Neg LogProb(↓):   0.121454
Path Entropy(↓):  0.355552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of 9500 liberty were directed by who
Start Entity:     9500 Liberty
Gold Answer:      [['Eric Byler']]
Predicted Ans:    Eric Byler
Predicted Path:   9500 Liberty --[written_by]--> Eric Byler --[(INV) written_by]--> Charlotte Sometimes --[directed_by]--> Eric Byler
Path (Raw):       9500 Liberty --[written_by]--> Eric Byler --[(INV) written_by]--> Charlotte Sometimes --[directed_by]--> Eric Byler
Neg LogProb(↓):   0.001947
Path Entropy(↓):  0.014588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the five - year engagement released
Start Entity:     The Five-Year Engagement
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Five-Year Engagement --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       The Five-Year Engagement --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.040616
Path Entropy(↓):  4.147614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie shanghai noon released
Start Entity:     Shanghai Noon
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Shanghai Noon --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Shanghai Noon --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.400778
Path Entropy(↓):  3.978059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by he was a quiet man actors
Start Entity:     He Was a Quiet Man
Gold Answer:      [['Romance', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   He Was a Quiet Man --[has_genre]--> Drama --[(INV) has_genre]--> My Favorite Season --[has_genre]--> Drama
Path (Raw):       He Was a Quiet Man --[has_genre]--> Drama --[(INV) has_genre]--> My Favorite Season --[has_genre]--> Drama
Neg LogProb(↓):   3.118468
Path Entropy(↓):  4.584238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter jonas chernick
Start Entity:     Jonas Chernick
Gold Answer:      [['Emily Hampshire']]
Predicted Ans:    Emily Hampshire
Predicted Path:   Jonas Chernick --[(INV) written_by]--> My Awkward Sexual Adventure --[starred_actors]--> Emily Hampshire
Path (Raw):       Jonas Chernick --[No Operation]--> Jonas Chernick --[(INV) written_by]--> My Awkward Sexual Adventure --[starred_actors]--> Emily Hampshire
Neg LogProb(↓):   0.000056
Path Entropy(↓):  0.000604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film splendor were in which genres
Start Entity:     Splendor
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Splendor --[starred_actors]--> Matt Keeslar --[(INV) starred_actors]--> Mr. Magoo --[has_genre]--> Comedy
Path (Raw):       Splendor --[starred_actors]--> Matt Keeslar --[(INV) starred_actors]--> Mr. Magoo --[has_genre]--> Comedy
Neg LogProb(↓):   0.067478
Path Entropy(↓):  0.259311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david rayfiel were directed by who
Start Entity:     David Rayfiel
Gold Answer:      [['Sydney Pollack', 'Billy Wilder']]
Predicted Ans:    Billy Wilder
Predicted Path:   David Rayfiel --[(INV) written_by]--> Sabrina --[directed_by]--> Billy Wilder
Path (Raw):       David Rayfiel --[No Operation]--> David Rayfiel --[(INV) written_by]--> Sabrina --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.038710
Path Entropy(↓):  0.161546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of poetic justice starred who
Start Entity:     Poetic Justice
Gold Answer:      [['Alfred Molina', 'Michael Rapaport', 'Tyrese Gibson', 'Christopher St. John', 'Cole Hauser', 'Kristy Swanson', 'Ving Rhames', 'Jeffrey Wright', 'Don Cheadle', 'Paul Walker', 'Maria Bello', 'Jason Isaacs', 'Moses Gunn', 'Christian Bale', 'Jon Voight', 'Eva Mendes', 'Charles Cioffi', 'Garrett Hedlund', 'Angela Bassett', 'Richard Roundtree', 'Samuel L. Jackson', 'Mark Wahlberg', 'Omar Epps']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Poetic Justice --[directed_by]--> John Singleton --[(INV) directed_by]--> Four Brothers --[starred_actors]--> Mark Wahlberg
Path (Raw):       Poetic Justice --[directed_by]--> John Singleton --[(INV) directed_by]--> Four Brothers --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.334244
Path Entropy(↓):  0.785298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film north are written by who
Start Entity:     North
Gold Answer:      [['Bruce Joel Rubin', 'Bruce Graham', 'Ian McEwan', 'Brian Petsos', 'Edward Burns', 'John Hopkins', 'Stephen Sommers', 'Liev Schreiber', 'Charlie Kaufman', 'Michel Gondry', 'Mark Twain', 'Glenn Savan', 'Arthur Weiss', 'Jack Cowden', 'Nacho Vigalondo', 'Ricou Browning', 'Victor Hugo', 'Álex de la Iglesia', 'Stuart Gillard', 'Ted Tally', 'Diablo Cody', 'Alvin Sargent', 'Mary Agnes Donoghue', 'Pierre Bismuth', 'Michael Tolkin', 'Guillermo Martínez', 'Jonathan Safran Foer']]
Predicted Ans:    Guillermo Martínez
Predicted Path:   North --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Path (Raw):       North --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Neg LogProb(↓):   0.345604
Path Entropy(↓):  0.969804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the band wagon
Start Entity:     The Band Wagon
Gold Answer:      [["It's Always Fair Weather", 'On the Town', 'Good News', 'The Barkleys of Broadway']]
Predicted Ans:    The Barkleys of Broadway
Predicted Path:   The Band Wagon --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway
Path (Raw):       The Band Wagon --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[No Operation]--> The Barkleys of Broadway
Neg LogProb(↓):   0.431986
Path Entropy(↓):  0.982384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with brooke langton
Start Entity:     Brooke Langton
Gold Answer:      [['Keanu Reeves', 'Orlando Jones', 'Gene Hackman', 'Dominic Purcell']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Brooke Langton --[(INV) starred_actors]--> The Replacements --[starred_actors]--> Keanu Reeves
Path (Raw):       Brooke Langton --[No Operation]--> Brooke Langton --[(INV) starred_actors]--> The Replacements --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.212923
Path Entropy(↓):  0.554087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by mitch cullin were released in which years
Start Entity:     Mitch Cullin
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Mitch Cullin --[(INV) written_by]--> Tideland --[release_year]--> 2005
Path (Raw):       Mitch Cullin --[No Operation]--> Mitch Cullin --[(INV) written_by]--> Tideland --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film be kind rewind
Start Entity:     Be Kind Rewind
Gold Answer:      [['James Wan', 'Leigh Whannell', 'Chaz Thorne', 'Howard Franklin', 'Mark Obmascik', 'Richard Price', 'Jared Hess', 'Jerusha Hess', 'Peter S. Beagle', 'Penny Panayotopoulou', 'Richard Conlin', 'George Tabori', 'Marco Denevi', 'Jim Kouf', 'Ruth Rose', 'Woody Allen', 'Richard Maibaum', 'Merian C. Cooper', 'Cyril Hume', 'Robert Altman', 'Roman Polanski', 'Stephen Coonts', 'Corey Allen', 'Richard Linklater', 'Albert Dupontel', 'Edgar Wallace', 'James Ashmore Creelman', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Jerzy Kawalerowicz', 'Ira Levin', 'Lawrence Kasdan', 'Justin Theroux', 'Etan Cohen', 'Gene Quintano', 'Owen Davis', 'Nancy Meyers', 'David Frankel', 'Dan Madigan', 'Sofia Coppola', 'Francis Ford Coppola', 'Zeki Demirkubuz', 'Steve Oedekerk', 'Bill Condon', 'John Thomas', 'Marco Martins', 'Mike White', 'Percy Mtwa', 'Skip Hollandsworth', 'Liam Lynch', 'Kyle Gass', 'Harold Ramis', 'Alice Walker', 'Hugh Leonard', 'Ben Stiller', 'Lorenzo Semple Jr.', 'Ben Gluck', 'Clement Virgo', 'Steve Moore', 'Jonathan Swift', 'Jack Black', 'Tom Eyen', 'Peter Jackson', 'Lewis Carroll', 'Herman Melville', 'Jim Cliffe', 'Melodie Krieger']]
Predicted Ans:    Woody Allen
Predicted Path:   Be Kind Rewind --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Path (Raw):       Be Kind Rewind --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   0.720780
Path Entropy(↓):  1.767074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by dorothy lamour
Start Entity:     Dorothy Lamour
Gold Answer:      [['Leslie Fenton', 'Rouben Mamoulian', 'Hal Walker', 'Cecil B. DeMille', 'Elliott Nugent', 'Henry Hathaway', 'Norman Jewison', 'King Vidor', 'John Huston', 'John Ford', 'David Butler', 'Victor Schertzinger', 'George Stevens', 'Norman Z. McLeod', 'Henry King']]
Predicted Ans:    Rouben Mamoulian
Predicted Path:   Dorothy Lamour --[(INV) starred_actors]--> High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian
Path (Raw):       Dorothy Lamour --[No Operation]--> Dorothy Lamour --[(INV) starred_actors]--> High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian
Neg LogProb(↓):   0.046544
Path Entropy(↓):  0.245203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of human highway
Start Entity:     Human Highway
Gold Answer:      [['Neil Young']]
Predicted Ans:    Dean Stockwell
Predicted Path:   Human Highway --[written_by]--> Russ Tamblyn --[(INV) written_by]--> Human Highway --[directed_by]--> Dean Stockwell
Path (Raw):       Human Highway --[written_by]--> Russ Tamblyn --[(INV) written_by]--> Human Highway --[directed_by]--> Dean Stockwell
Neg LogProb(↓):   0.019851
Path Entropy(↓):  0.108068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed human touch
Start Entity:     Human Touch
Gold Answer:      [['2000', '2004', '1991']]
Predicted Ans:    2004
Predicted Path:   Human Touch --[directed_by]--> Paul Cox --[(INV) directed_by]--> Human Touch --[release_year]--> 2004
Path (Raw):       Human Touch --[directed_by]--> Paul Cox --[(INV) directed_by]--> Human Touch --[release_year]--> 2004
Neg LogProb(↓):   0.287223
Path Entropy(↓):  0.636445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie uncle boonmee who can recall his past lives, when was it released
Start Entity:     Uncle Boonmee Who Can Recall His Past Lives
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Uncle Boonmee Who Can Recall His Past Lives --[release_year]--> 2010 --[(INV) release_year]--> Monga --[release_year]--> 2010
Path (Raw):       Uncle Boonmee Who Can Recall His Past Lives --[release_year]--> 2010 --[(INV) release_year]--> Monga --[release_year]--> 2010
Neg LogProb(↓):   2.297707
Path Entropy(↓):  3.984210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of automata
Start Entity:     Autómata
Gold Answer:      [['Hierro']]
Predicted Ans:    Hierro
Predicted Path:   Autómata --[directed_by]--> Gabe Ibáñez --[(INV) directed_by]--> Hierro
Path (Raw):       Autómata --[No Operation]--> Autómata --[directed_by]--> Gabe Ibáñez --[(INV) directed_by]--> Hierro
Neg LogProb(↓):   0.157675
Path Entropy(↓):  0.533842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what kidulthood is about
Start Entity:     Kidulthood
Gold Answer:      [['violence', 'british', 'teenagers', 'london']]
Predicted Ans:    teenagers
Predicted Path:   Kidulthood --[has_tags]--> teenagers --[(INV) has_tags]--> Kids --[has_tags]--> teenagers
Path (Raw):       Kidulthood --[has_tags]--> teenagers --[(INV) has_tags]--> Kids --[has_tags]--> teenagers
Neg LogProb(↓):   0.596154
Path Entropy(↓):  1.180901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by zak bagans
Start Entity:     Zak Bagans
Gold Answer:      [['Nick Groff']]
Predicted Ans:    Nick Groff
Predicted Path:   Zak Bagans --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff
Path (Raw):       Zak Bagans --[No Operation]--> Zak Bagans --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff
Neg LogProb(↓):   0.018665
Path Entropy(↓):  0.092516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by lana del rey fall under
Start Entity:     Lana Del Rey
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Lana Del Rey --[(INV) starred_actors]--> Tropico --[has_genre]--> Short
Path (Raw):       Lana Del Rey --[No Operation]--> Lana Del Rey --[(INV) starred_actors]--> Tropico --[has_genre]--> Short
Neg LogProb(↓):   0.000410
Path Entropy(↓):  0.003618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by jonathan finn
Start Entity:     Jonathan Finn
Gold Answer:      [['George Raft', 'William Holden', 'Humphrey Bogart']]
Predicted Ans:    William Holden
Predicted Path:   Jonathan Finn --[(INV) written_by]--> Invisible Stripes --[starred_actors]--> William Holden
Path (Raw):       Jonathan Finn --[No Operation]--> Jonathan Finn --[(INV) written_by]--> Invisible Stripes --[starred_actors]--> William Holden
Neg LogProb(↓):   0.185590
Path Entropy(↓):  0.454911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Stars and bars, when was it released
Start Entity:     Stars and Bars
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Stars and Bars --[release_year]--> 1988 --[(INV) release_year]--> The Last Temptation of Christ --[release_year]--> 1988
Path (Raw):       Stars and Bars --[release_year]--> 1988 --[(INV) release_year]--> The Last Temptation of Christ --[release_year]--> 1988
Neg LogProb(↓):   3.386150
Path Entropy(↓):  4.792686
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the fallen
Start Entity:     The Fallen
Gold Answer:      [['Ari Taub']]
Predicted Ans:    Ari Taub
Predicted Path:   The Fallen --[directed_by]--> Ari Taub --[(INV) directed_by]--> The Fallen --[directed_by]--> Ari Taub
Path (Raw):       The Fallen --[directed_by]--> Ari Taub --[(INV) directed_by]--> The Fallen --[directed_by]--> Ari Taub
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in harrison's flowers
Start Entity:     Harrison's Flowers
Gold Answer:      [['French', 'Persian', 'German']]
Predicted Ans:    German
Predicted Path:   Harrison's Flowers --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Path (Raw):       Harrison's Flowers --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Neg LogProb(↓):   0.579301
Path Entropy(↓):  0.688363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by joely fisher were in which genres
Start Entity:     Joely Fisher
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Joely Fisher --[(INV) starred_actors]--> Inspector Gadget --[has_genre]--> Comedy
Path (Raw):       Joely Fisher --[No Operation]--> Joely Fisher --[(INV) starred_actors]--> Inspector Gadget --[has_genre]--> Comedy
Neg LogProb(↓):   0.010605
Path Entropy(↓):  0.058509
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by toshio masuda were in which languages
Start Entity:     Toshio Masuda
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Toshio Masuda --[(INV) written_by]--> Rusty Knife --[in_language]--> Japanese
Path (Raw):       Toshio Masuda --[No Operation]--> Toshio Masuda --[(INV) written_by]--> Rusty Knife --[in_language]--> Japanese
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of vera alentova
Start Entity:     Vera Alentova
Gold Answer:      [['Aleksey Batalov']]
Predicted Ans:    Aleksey Batalov
Predicted Path:   Vera Alentova --[(INV) starred_actors]--> Moscow Does Not Believe in Tears --[starred_actors]--> Aleksey Batalov
Path (Raw):       Vera Alentova --[No Operation]--> Vera Alentova --[(INV) starred_actors]--> Moscow Does Not Believe in Tears --[starred_actors]--> Aleksey Batalov
Neg LogProb(↓):   0.274734
Path Entropy(↓):  0.551340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by waking the dead actors release
Start Entity:     Waking the Dead
Gold Answer:      [['1998', '1997', '2009', '2001', '2003', '1999', '2014', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Waking the Dead --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[release_year]--> 2009
Path (Raw):       Waking the Dead --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[release_year]--> 2009
Neg LogProb(↓):   0.994399
Path Entropy(↓):  1.498184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie a single man were in which genres
Start Entity:     A Single Man
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Single Man --[written_by]--> Christopher Isherwood --[(INV) written_by]--> The Loved One --[has_genre]--> Comedy
Path (Raw):       A Single Man --[written_by]--> Christopher Isherwood --[(INV) written_by]--> The Loved One --[has_genre]--> Comedy
Neg LogProb(↓):   0.570999
Path Entropy(↓):  1.001274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with snow falling on cedars fall under
Start Entity:     Snow Falling on Cedars
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Snow Falling on Cedars --[directed_by]--> Scott Hicks --[(INV) directed_by]--> The Boys Are Back --[has_genre]--> Drama
Path (Raw):       Snow Falling on Cedars --[directed_by]--> Scott Hicks --[(INV) directed_by]--> The Boys Are Back --[has_genre]--> Drama
Neg LogProb(↓):   0.010621
Path Entropy(↓):  0.061889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the queen about
Start Entity:     The Queen
Gold Answer:      [['princess', 'michael sheen', 'grief', 'monarchy', 'queen elizabeth', 'stephen frears', 'queen', 'bd-r', 'helen mirren']]
Predicted Ans:    queen elizabeth
Predicted Path:   The Queen --[has_tags]--> queen elizabeth --[(INV) has_tags]--> The Queen --[has_tags]--> queen elizabeth
Path (Raw):       The Queen --[has_tags]--> queen elizabeth --[(INV) has_tags]--> The Queen --[has_tags]--> queen elizabeth
Neg LogProb(↓):   0.009743
Path Entropy(↓):  0.063267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the cassandra crossing
Start Entity:     The Cassandra Crossing
Gold Answer:      [['David Saperstein', 'Arthur H. Lewis', 'James Goldman', 'John Milius', 'Frank Tashlin', 'Robert Harris', 'Philippe Diaz', 'Robert Vernay', 'Alexandre Dumas père', 'Georges Neveux', 'Laird Koenig', 'Melville Shavelson', 'Nicholas Conde', 'Jack Rose', 'Philip Yordan', 'Samuel Fuller', 'Daniel Carney', 'Mark Steven Johnson', 'Jason Miller', 'Tonino Guerra', 'Steve Conrad', 'Tom Rowe', 'Gary Goddard', 'Sam Peckinpah', 'Rowland V. Lee', 'Jim Sheridan', 'Ronald F. Maxwell', 'Michael Shaara', 'Dale Wasserman', 'John B. Keane', 'David Webb Peoples', 'Michael Barak', 'Gordon Cotler', 'Sally Potter', 'Ben Barzman', 'Basilio Franchina', 'Dwight Taylor', 'Alan Paton', 'Alan Jay Lerner', 'Mark A.Z. Dippé', 'Alberto Moravia', 'Todd McFarlane', 'Victor Hugo', 'Andy Mulligan', 'Ken Hughes', "Suso Cecchi D'Amico", 'Jack Davies', 'Michael Pertwee', 'David Divine', 'Brad Kaaya', 'Emilio Estevez', 'David Storey', 'William Shakespeare', 'Bret Michaels', 'Michael Herr', 'Peter Navarro', 'Ivan Moffat', 'Francis Ford Coppola', 'Michael Winner', 'Richard Curtis', 'Tinto Brass', 'Michelangelo Antonioni', 'Fredric M. Frank', 'Paul Morrissey', 'Aaron Sorkin', 'Terrence Malick', 'Don Boyd', 'Nick Davies', 'Jan de Hartog', 'Edward Anhalt', 'Tom Stoppard', 'Harry Julian Fink', 'Michael Cohn', 'Irwin Shaw', 'C.S. Forester', 'Ettore Scola', 'Dorothy M. Johnson', 'Edna Anhalt', 'Jim Agnew', 'Sean Keller', 'Cesare Zavattini', 'Edgar Rice Burroughs', 'Frank D. Gilroy', 'Jonathan Swift', 'Edoardo Ponti', "Eugene O'Neill", 'Tahmineh Milani']]
Predicted Ans:    Michael Barak
Predicted Path:   The Cassandra Crossing --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Path (Raw):       The Cassandra Crossing --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Neg LogProb(↓):   0.805096
Path Entropy(↓):  1.419163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by gary daniels were in which languages
Start Entity:     Gary Daniels
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Gary Daniels --[(INV) starred_actors]--> Fist of the North Star --[in_language]--> English
Path (Raw):       Gary Daniels --[No Operation]--> Gary Daniels --[(INV) starred_actors]--> Fist of the North Star --[in_language]--> English
Neg LogProb(↓):   0.738467
Path Entropy(↓):  0.843838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by tak sakaguchi fall under
Start Entity:     Tak Sakaguchi
Gold Answer:      [['Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Tak Sakaguchi --[(INV) starred_actors]--> Battlefield Baseball --[has_genre]--> Comedy
Path (Raw):       Tak Sakaguchi --[No Operation]--> Tak Sakaguchi --[(INV) starred_actors]--> Battlefield Baseball --[has_genre]--> Comedy
Neg LogProb(↓):   0.169006
Path Entropy(↓):  0.449785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the brothers rico are directed by who
Start Entity:     The Brothers Rico
Gold Answer:      [['Richard Quine', 'Daniel Mann', 'Russell Rouse', 'Lewis Milestone', 'Henry Hathaway', 'Otto Preminger', 'Rudolph Maté', 'John Brahm', 'Lewis Seiler', 'Joseph L. Mankiewicz', 'Gordon Douglas']]
Predicted Ans:    Richard Quine
Predicted Path:   The Brothers Rico --[starred_actors]--> Kathryn Grant --[(INV) starred_actors]--> Operation Mad Ball --[directed_by]--> Richard Quine
Path (Raw):       The Brothers Rico --[starred_actors]--> Kathryn Grant --[(INV) starred_actors]--> Operation Mad Ball --[directed_by]--> Richard Quine
Neg LogProb(↓):   0.344822
Path Entropy(↓):  0.819821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the karate kid, part ii are directed by who
Start Entity:     The Karate Kid, Part II
Gold Answer:      [['Walter Hill', 'Rick Rosenthal', 'Jack Conway', 'Francis Ford Coppola', 'Christopher Cain', 'Arthur Hiller', 'Tamra Davis', 'John G. Avildsen', 'Lewis Teague', 'Harald Zwart', 'Jonathan Lynn']]
Predicted Ans:    John G. Avildsen
Predicted Path:   The Karate Kid, Part II --[starred_actors]--> Ralph Macchio --[(INV) starred_actors]--> The Karate Kid --[directed_by]--> John G. Avildsen
Path (Raw):       The Karate Kid, Part II --[starred_actors]--> Ralph Macchio --[(INV) starred_actors]--> The Karate Kid --[directed_by]--> John G. Avildsen
Neg LogProb(↓):   0.132021
Path Entropy(↓):  0.467988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by john pasquin were released in which years
Start Entity:     John Pasquin
Gold Answer:      [['2001', '1994', '1997']]
Predicted Ans:    1994
Predicted Path:   John Pasquin --[(INV) directed_by]--> The Santa Clause --[release_year]--> 1994
Path (Raw):       John Pasquin --[No Operation]--> John Pasquin --[(INV) directed_by]--> The Santa Clause --[release_year]--> 1994
Neg LogProb(↓):   0.252818
Path Entropy(↓):  0.656295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film lifeguard
Start Entity:     Lifeguard
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Lifeguard --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Path (Raw):       Lifeguard --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Neg LogProb(↓):   2.254809
Path Entropy(↓):  3.763345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of alice day acted films
Start Entity:     Alice Day
Gold Answer:      [['Jack Conway']]
Predicted Ans:    Jack Conway
Predicted Path:   Alice Day --[(INV) starred_actors]--> The Smart Set --[directed_by]--> Jack Conway
Path (Raw):       Alice Day --[No Operation]--> Alice Day --[(INV) starred_actors]--> The Smart Set --[directed_by]--> Jack Conway
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of rosenstrasse also wrote which movies
Start Entity:     Rosenstrasse
Gold Answer:      [['Rosa Luxemburg', 'Marianne and Juliane', 'Hannah Arendt']]
Predicted Ans:    Hannah Arendt
Predicted Path:   Rosenstrasse --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt
Path (Raw):       Rosenstrasse --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt --[No Operation]--> Hannah Arendt
Neg LogProb(↓):   0.382410
Path Entropy(↓):  0.659045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did charles fleischer act in
Start Entity:     Charles Fleischer
Gold Answer:      [['Who Framed Roger Rabbit']]
Predicted Ans:    Who Framed Roger Rabbit
Predicted Path:   Charles Fleischer --[(INV) starred_actors]--> Who Framed Roger Rabbit --[starred_actors]--> Charles Fleischer --[(INV) starred_actors]--> Who Framed Roger Rabbit
Path (Raw):       Charles Fleischer --[(INV) starred_actors]--> Who Framed Roger Rabbit --[starred_actors]--> Charles Fleischer --[(INV) starred_actors]--> Who Framed Roger Rabbit
Neg LogProb(↓):   0.067828
Path Entropy(↓):  0.255049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by noriko matsumoto
Start Entity:     Noriko Matsumoto
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Noriko Matsumoto --[(INV) starred_actors]--> The Warped Ones --[release_year]--> 1960
Path (Raw):       Noriko Matsumoto --[No Operation]--> Noriko Matsumoto --[(INV) starred_actors]--> The Warped Ones --[release_year]--> 1960
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie prince of darkness
Start Entity:     Prince of Darkness
Gold Answer:      [['1976', '1980', '1978', '1988', '2009', '2001', '2005', '1996', '1981', '1986', '1974', '2007']]
Predicted Ans:    1981
Predicted Path:   Prince of Darkness --[written_by]--> John Carpenter --[(INV) written_by]--> Escape from New York --[release_year]--> 1981
Path (Raw):       Prince of Darkness --[written_by]--> John Carpenter --[(INV) written_by]--> Escape from New York --[release_year]--> 1981
Neg LogProb(↓):   0.538437
Path Entropy(↓):  1.455145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote evil dead ii
Start Entity:     Evil Dead II
Gold Answer:      [['1978', '2009', '1990', '1992', '1989', '1985', '1994', '2002', '1981', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Evil Dead II --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3 --[release_year]--> 2007
Path (Raw):       Evil Dead II --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3 --[release_year]--> 2007
Neg LogProb(↓):   1.063238
Path Entropy(↓):  1.758436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie mouchette were in which genres
Start Entity:     Mouchette
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Mouchette --[written_by]--> Robert Bresson --[(INV) written_by]--> Four Nights of a Dreamer --[has_genre]--> Drama
Path (Raw):       Mouchette --[written_by]--> Robert Bresson --[(INV) written_by]--> Four Nights of a Dreamer --[has_genre]--> Drama
Neg LogProb(↓):   0.000942
Path Entropy(↓):  0.008170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film happy, happy
Start Entity:     Happy, Happy
Gold Answer:      [['Anne Sewitsky']]
Predicted Ans:    Anne Sewitsky
Predicted Path:   Happy, Happy --[directed_by]--> Anne Sewitsky --[(INV) directed_by]--> Happy, Happy --[directed_by]--> Anne Sewitsky
Path (Raw):       Happy, Happy --[directed_by]--> Anne Sewitsky --[(INV) directed_by]--> Happy, Happy --[directed_by]--> Anne Sewitsky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by mette heeno
Start Entity:     Mette Heeno
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Mette Heeno --[(INV) written_by]--> Princess --[release_year]--> 2006
Path (Raw):       Mette Heeno --[No Operation]--> Mette Heeno --[(INV) written_by]--> Princess --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by nuts actors release
Start Entity:     Nuts
Gold Answer:      [['1980', '1970', '1954', '1959', '1993', '2006', '1967', '1979', '1974', '1984', '1977', '1968', '1998', '2009', '1957', '1951', '2010', '2004', '1973', '1953', '1994', '1956', '1983', '1995', '1976', '1972', '2001', '1989', '1996', '1937', '1981', '2012', '1961', '1962', '1978', '1964', '1975', '2000', '1966', '1960', '1991', '1969', '1987', '1986', '1952']]
Predicted Ans:    1987
Predicted Path:   Nuts --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Path (Raw):       Nuts --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   0.806586
Path Entropy(↓):  1.841114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by stuart baird in
Start Entity:     Stuart Baird
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Stuart Baird --[(INV) directed_by]--> Executive Decision --[has_genre]--> Action
Path (Raw):       Stuart Baird --[No Operation]--> Stuart Baird --[(INV) directed_by]--> Executive Decision --[has_genre]--> Action
Neg LogProb(↓):   0.001802
Path Entropy(↓):  0.013177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of no highway in the sky also starred in which films
Start Entity:     No Highway in the Sky
Gold Answer:      [['Kismet', 'The Shopworn Angel', 'Rancho Notorious', 'Shanghai Express', 'No Time for Comedy', 'The Man Who Knew Too Much', 'Firecreek', 'The Scarlet Empress', 'Call Northside 777', 'Mr. Smith Goes to Washington', "You Can't Take It With You", 'The Mortal Storm', 'On Our Merry Way', 'Shenandoah', 'The Cheyenne Social Club', 'The Blue Angel', 'The Man from Laramie', 'Mr. Hobbs Takes a Vacation', 'Angel', 'Strategic Air Command', 'The Shootist', 'Anatomy of a Murder', 'Thunder Bay', "Pot o' Gold", 'Destry Rides Again', 'Bandolero!', 'Broken Arrow', 'Desire', "Fools' Parade", 'The Far Country', 'Morocco', 'Carbine Williams', 'The Man Who Shot Liberty Valance', 'Come Live with Me', "It's a Wonderful World", 'Rear Window', 'Witness for the Prosecution', 'Magic Town', 'Of Human Hearts', 'Seven Sinners', 'The Rare Breed', 'The Spirit of St. Louis', 'Vertigo', 'The Garden of Allah', 'Golden Earrings', 'The Flight of the Phoenix', 'The Naked Spur', 'Judgment at Nuremberg', 'Malaya', 'The Shop Around the Corner', 'The Philadelphia Story', 'Dear Brigitte', 'Made for Each Other', 'The Glenn Miller Story', 'Two Rode Together', 'The FBI Story', 'Stage Fright', 'Night Passage', "Winchester '73", "Take Her, She's Mine", 'The Flame of New Orleans', 'The Spoilers', 'Blonde Venus', 'Dishonored', 'Harvey', 'A Foreign Affair', 'Vivacious Lady', 'Born to Dance', 'After the Thin Man', 'Pittsburgh', 'The Devil Is a Woman', 'Bend of the River', "It's a Wonderful Life"]]
Predicted Ans:    The Blue Angel
Predicted Path:   No Highway in the Sky --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> The Blue Angel
Path (Raw):       No Highway in the Sky --[starred_actors]--> Marlene Dietrich --[No Operation]--> Marlene Dietrich --[(INV) starred_actors]--> The Blue Angel
Neg LogProb(↓):   1.459734
Path Entropy(↓):  2.188887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of leopold von ledebur acted films
Start Entity:     Leopold von Ledebur
Gold Answer:      [['1983', '1918', '1984']]
Predicted Ans:    1918
Predicted Path:   Leopold von Ledebur --[(INV) starred_actors]--> Carmen --[release_year]--> 1918
Path (Raw):       Leopold von Ledebur --[No Operation]--> Leopold von Ledebur --[(INV) starred_actors]--> Carmen --[release_year]--> 1918
Neg LogProb(↓):   0.872905
Path Entropy(↓):  1.032733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of lost and found
Start Entity:     Lost and Found
Gold Answer:      [["Not with My Wife, You Don't!", 'Knock on Wood', 'Mr. Blandings Builds His Dream House', 'Buona Sera, Mrs. Campbell', 'The Court Jester', 'A Touch of Class', "Li'l Abner", 'My Favorite Blonde', 'The Reformer and the Redhead', 'The Facts of Life', 'Strange Bedfellows', 'A Funny Thing Happened on the Way to the Forum', 'Road to Utopia']]
Predicted Ans:    Strange Bedfellows
Predicted Path:   Lost and Found --[written_by]--> Melvin Frank --[(INV) written_by]--> Strange Bedfellows
Path (Raw):       Lost and Found --[No Operation]--> Lost and Found --[written_by]--> Melvin Frank --[(INV) written_by]--> Strange Bedfellows
Neg LogProb(↓):   0.573231
Path Entropy(↓):  1.482314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of maurice also wrote which films
Start Entity:     Maurice
Gold Answer:      [["A Soldier's Daughter Never Cries", 'Bombay Talkie', 'Savages']]
Predicted Ans:    Savages
Predicted Path:   Maurice --[written_by]--> James Ivory --[(INV) written_by]--> Savages
Path (Raw):       Maurice --[written_by]--> James Ivory --[(INV) written_by]--> Savages --[No Operation]--> Savages
Neg LogProb(↓):   0.034509
Path Entropy(↓):  0.158725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was mark bomback the writer of
Start Entity:     Mark Bomback
Gold Answer:      [['Dawn of the Planet of the Apes', 'Unstoppable', 'Deception', 'The Wolverine', 'Total Recall']]
Predicted Ans:    The Wolverine
Predicted Path:   Mark Bomback --[(INV) written_by]--> The Wolverine --[written_by]--> Mark Bomback --[(INV) written_by]--> The Wolverine
Path (Raw):       Mark Bomback --[(INV) written_by]--> The Wolverine --[written_by]--> Mark Bomback --[(INV) written_by]--> The Wolverine
Neg LogProb(↓):   0.322648
Path Entropy(↓):  0.626398
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of night shift
Start Entity:     Night Shift
Gold Answer:      [['Romance', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Night Shift --[directed_by]--> Ron Howard --[(INV) directed_by]--> Gung Ho --[has_genre]--> Comedy
Path (Raw):       Night Shift --[directed_by]--> Ron Howard --[(INV) directed_by]--> Gung Ho --[has_genre]--> Comedy
Neg LogProb(↓):   0.726822
Path Entropy(↓):  1.059593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film days of glory were released in which years
Start Entity:     Days of Glory
Gold Answer:      [['2009', '2010']]
Predicted Ans:    1944
Predicted Path:   Days of Glory --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> Days of Glory --[release_year]--> 1944
Path (Raw):       Days of Glory --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> Days of Glory --[release_year]--> 1944
Neg LogProb(↓):   0.119633
Path Entropy(↓):  0.457725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in vincent sherman directed movies
Start Entity:     Vincent Sherman
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[in_language]--> Japanese
Path (Raw):       Vincent Sherman --[No Operation]--> Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[in_language]--> Japanese
Neg LogProb(↓):   0.001572
Path Entropy(↓):  0.011747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with underworld u. s. a. in
Start Entity:     Underworld U.S.A.
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Underworld U.S.A. --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Path (Raw):       Underworld U.S.A. --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.149218
Path Entropy(↓):  0.411065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote personal best
Start Entity:     Personal Best
Gold Answer:      [['Roger Corman', 'Hal Ashby', 'Glenn Gordon Caron', 'Roman Polanski', 'Sydney Pollack', 'Leo McCarey', 'Robert Towne']]
Predicted Ans:    Leo McCarey
Predicted Path:   Personal Best --[written_by]--> Robert Towne --[(INV) written_by]--> Love Affair --[directed_by]--> Leo McCarey
Path (Raw):       Personal Best --[written_by]--> Robert Towne --[(INV) written_by]--> Love Affair --[directed_by]--> Leo McCarey
Neg LogProb(↓):   1.286497
Path Entropy(↓):  1.773966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the way
Start Entity:     The Way
Gold Answer:      [['martin sheen', 'emilio estevez']]
Predicted Ans:    martin sheen
Predicted Path:   The Way --[has_tags]--> martin sheen --[(INV) has_tags]--> The Way --[has_tags]--> martin sheen
Path (Raw):       The Way --[has_tags]--> martin sheen --[(INV) has_tags]--> The Way --[has_tags]--> martin sheen
Neg LogProb(↓):   0.029041
Path Entropy(↓):  0.145536
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did carroll ballard act in
Start Entity:     Carroll Ballard
Gold Answer:      [['Fog City Mavericks']]
Predicted Ans:    Fog City Mavericks
Predicted Path:   Carroll Ballard --[(INV) starred_actors]--> Fog City Mavericks --[starred_actors]--> Brad Bird --[(INV) starred_actors]--> Fog City Mavericks
Path (Raw):       Carroll Ballard --[(INV) starred_actors]--> Fog City Mavericks --[starred_actors]--> Brad Bird --[(INV) starred_actors]--> Fog City Mavericks
Neg LogProb(↓):   0.181901
Path Entropy(↓):  0.477113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of nobuaki minegishi written movies
Start Entity:     Nobuaki Minegishi
Gold Answer:      [['2003', '2013']]
Predicted Ans:    2013
Predicted Path:   Nobuaki Minegishi --[(INV) written_by]--> Oldboy --[release_year]--> 2013
Path (Raw):       Nobuaki Minegishi --[No Operation]--> Nobuaki Minegishi --[(INV) written_by]--> Oldboy --[release_year]--> 2013
Neg LogProb(↓):   0.777260
Path Entropy(↓):  0.973557
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film the women on the 6th floor
Start Entity:     The Women on the 6th Floor
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Women on the 6th Floor --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       The Women on the 6th Floor --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.049813
Path Entropy(↓):  3.185549
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of jackie shroff
Start Entity:     Jackie Shroff
Gold Answer:      [['Juhi Chawla']]
Predicted Ans:    Juhi Chawla
Predicted Path:   Jackie Shroff --[(INV) starred_actors]--> One 2 Ka 4 --[starred_actors]--> Juhi Chawla
Path (Raw):       Jackie Shroff --[No Operation]--> Jackie Shroff --[(INV) starred_actors]--> One 2 Ka 4 --[starred_actors]--> Juhi Chawla
Neg LogProb(↓):   0.000254
Path Entropy(↓):  0.002354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by sarah polley released
Start Entity:     Sarah Polley
Gold Answer:      [['2012', '2006', '2011']]
Predicted Ans:    2012
Predicted Path:   Sarah Polley --[(INV) directed_by]--> Stories We Tell --[release_year]--> 2012
Path (Raw):       Sarah Polley --[No Operation]--> Sarah Polley --[(INV) directed_by]--> Stories We Tell --[release_year]--> 2012
Neg LogProb(↓):   0.255109
Path Entropy(↓):  0.558999
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in dawn of the dead
Start Entity:     Dawn of the Dead
Gold Answer:      [['Ken Foree', 'David Emge', 'Gaylen Ross']]
Predicted Ans:    David Emge
Predicted Path:   Dawn of the Dead --[starred_actors]--> David Emge --[(INV) starred_actors]--> Dawn of the Dead --[starred_actors]--> David Emge
Path (Raw):       Dawn of the Dead --[starred_actors]--> David Emge --[(INV) starred_actors]--> Dawn of the Dead --[starred_actors]--> David Emge
Neg LogProb(↓):   0.984593
Path Entropy(↓):  2.041629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with macabre fall under
Start Entity:     Macabre
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Macabre --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[has_genre]--> Horror
Path (Raw):       Macabre --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[has_genre]--> Horror
Neg LogProb(↓):   0.443544
Path Entropy(↓):  1.003960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film to kill a mockingbird
Start Entity:     To Kill a Mockingbird
Gold Answer:      [['1983', '1939', '1992', '1985', '1965', '1967']]
Predicted Ans:    1965
Predicted Path:   To Kill a Mockingbird --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[release_year]--> 1965
Path (Raw):       To Kill a Mockingbird --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[release_year]--> 1965
Neg LogProb(↓):   0.523688
Path Entropy(↓):  0.790209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie senseless
Start Entity:     Senseless
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Senseless --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Senseless --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.398548
Path Entropy(↓):  4.403031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of last train from gun hill
Start Entity:     Last Train from Gun Hill
Gold Answer:      [['1968', '1963', '1976', '1949', '1972', '1957', '1950', '1960', '1951', '1965', '1953', '1967', '1935', '1969', '1974', '1955', '1958', '1956']]
Predicted Ans:    1958
Predicted Path:   Last Train from Gun Hill --[directed_by]--> John Sturges --[(INV) directed_by]--> The Old Man and the Sea --[release_year]--> 1958
Path (Raw):       Last Train from Gun Hill --[directed_by]--> John Sturges --[(INV) directed_by]--> The Old Man and the Sea --[release_year]--> 1958
Neg LogProb(↓):   1.611129
Path Entropy(↓):  2.410346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed divorce italian style
Start Entity:     Divorce Italian Style
Gold Answer:      [['1966', '1964', '1949', '2013']]
Predicted Ans:    1961
Predicted Path:   Divorce Italian Style --[directed_by]--> Pietro Germi --[(INV) directed_by]--> Divorce Italian Style --[release_year]--> 1961
Path (Raw):       Divorce Italian Style --[directed_by]--> Pietro Germi --[(INV) directed_by]--> Divorce Italian Style --[release_year]--> 1961
Neg LogProb(↓):   0.718867
Path Entropy(↓):  0.966927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of prince valiant
Start Entity:     Prince Valiant
Gold Answer:      [['2001', '2005']]
Predicted Ans:    1997
Predicted Path:   Prince Valiant --[written_by]--> Anthony Hickox --[(INV) written_by]--> Prince Valiant --[release_year]--> 1997
Path (Raw):       Prince Valiant --[written_by]--> Anthony Hickox --[(INV) written_by]--> Prince Valiant --[release_year]--> 1997
Neg LogProb(↓):   0.175428
Path Entropy(↓):  0.579250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the the devil is a woman director release
Start Entity:     The Devil Is a Woman
Gold Answer:      [['1983', '1934', '1957', '2003', '1928', '1996', '1927', '1932', '2002', '1935', '1941', '1952', '1930', '1931']]
Predicted Ans:    1930
Predicted Path:   The Devil Is a Woman --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[release_year]--> 1930
Path (Raw):       The Devil Is a Woman --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[release_year]--> 1930
Neg LogProb(↓):   0.863456
Path Entropy(↓):  1.844035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of requiem for a dream were directed by who
Start Entity:     Requiem for a Dream
Gold Answer:      [['Darren Aronofsky', 'David Twohy']]
Predicted Ans:    David Twohy
Predicted Path:   Requiem for a Dream --[written_by]--> Darren Aronofsky --[(INV) written_by]--> Below --[directed_by]--> David Twohy
Path (Raw):       Requiem for a Dream --[written_by]--> Darren Aronofsky --[(INV) written_by]--> Below --[directed_by]--> David Twohy
Neg LogProb(↓):   0.140241
Path Entropy(↓):  0.458302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the silver chalice
Start Entity:     The Silver Chalice
Gold Answer:      [['Paul Newman']]
Predicted Ans:    Paul Newman
Predicted Path:   The Silver Chalice --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[starred_actors]--> Paul Newman
Path (Raw):       The Silver Chalice --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.158306
Path Entropy(↓):  0.421738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of s. w. a. t.
Start Entity:     S.W.A.T.
Gold Answer:      [['Fluke', 'The New World', 'Phone Booth', 'London Boulevard', 'Turbo', 'Freedomland', 'Cleaner', 'One Eight Seven', 'Rollerball', 'Saving Mr. Banks', 'Farce of the Penguins', 'Loaded Weapon 1', '3 A.M.', 'Reasonable Doubt', 'Edison', 'Slow Burn', 'Shaft', 'Resurrecting the Champ', 'The Man', 'American Outlaws', "Winter's Tale", 'The Recruit', 'Kiss of Death', 'Hard Eight', 'Changing Lanes', 'Seven Psychopaths', 'A Time to Kill', 'Unbreakable', 'Total Recall', "Eve's Bayou", 'Deliver Us from Eva', "Hart's War", 'Daredevil', 'Sphere', 'The Great White Hype', 'Meeting Evil', 'In Too Deep', 'Arena', 'The Fast and the Furious', 'In My Country', 'Blue Crush', 'Ondine', 'Basic', 'Triage', 'Soul Men', 'Dead Man Down', 'The Long Kiss Goodnight', 'Coach Carter', 'Snakes on a Plane', 'The Sunset Limited', 'Jackie Brown', 'Rules of Engagement', 'Kingdom Come', 'No Good Deed', "The Caveman's Valentine", 'Black Snake Moan', 'Miami Vice', 'Los Bandoleros', 'The Negotiator', 'Unthinkable', 'Lakeview Terrace', 'Girlfight', 'Tigerland', 'Twisted', 'African Cats', 'Pride and Glory', 'Deep Blue Sea', 'The Way Back']]
Predicted Ans:    Los Bandoleros
Predicted Path:   S.W.A.T. --[starred_actors]--> Michelle Rodriguez --[(INV) starred_actors]--> Los Bandoleros
Path (Raw):       S.W.A.T. --[starred_actors]--> Michelle Rodriguez --[No Operation]--> Michelle Rodriguez --[(INV) starred_actors]--> Los Bandoleros
Neg LogProb(↓):   0.685314
Path Entropy(↓):  1.324954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the more the merrier
Start Entity:     The More the Merrier
Gold Answer:      [['Mr. Smith Goes to Washington']]
Predicted Ans:    The More the Merrier
Predicted Path:   The More the Merrier --[written_by]--> Robert Russell --[(INV) written_by]--> The More the Merrier
Path (Raw):       The More the Merrier --[No Operation]--> The More the Merrier --[written_by]--> Robert Russell --[(INV) written_by]--> The More the Merrier
Neg LogProb(↓):   0.030800
Path Entropy(↓):  0.170071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movies directed by david cronenberg
Start Entity:     David Cronenberg
Gold Answer:      [['Christopher Hampton', 'Paul Haggis', 'Patrick McGrath', 'Nash Edgerton', 'Jeffrey Boam', 'David Michôd', 'Bruce Wagner', 'John Kerr', 'Josh Olson', 'Vince Locke', 'Don DeLillo', 'David Henry Hwang', 'Norman Snider', 'Bari Wood', 'Jack Geasland', 'Maximilian Erlenwein', 'William S. Burroughs', 'John Wagner', 'James Clavell', 'George Langelaan', 'Stephen King', 'Steven Knight']]
Predicted Ans:    David Cronenberg
Predicted Path:   David Cronenberg --[(INV) directed_by]--> Rabid --[written_by]--> David Cronenberg
Path (Raw):       David Cronenberg --[No Operation]--> David Cronenberg --[(INV) directed_by]--> Rabid --[written_by]--> David Cronenberg
Neg LogProb(↓):   1.374024
Path Entropy(↓):  2.408019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by the director of something in the air starred who
Start Entity:     Something in the Air
Gold Answer:      [['Maggie Cheung', 'Kelly Lin', 'Carl Ng', 'Asia Argento', 'Kristen Stewart', 'Michael Madsen', 'Juliette Binoche', 'Nick Nolte', 'Chloë Grace Moretz', 'Connie Nielsen', 'Chloë Sevigny', 'Charles Berling', 'Mathieu Amalric']]
Predicted Ans:    Maggie Cheung
Predicted Path:   Something in the Air --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Irma Vep --[starred_actors]--> Maggie Cheung
Path (Raw):       Something in the Air --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Irma Vep --[starred_actors]--> Maggie Cheung
Neg LogProb(↓):   0.012835
Path Entropy(↓):  0.085005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with delphine gleize
Start Entity:     Delphine Gleize
Gold Answer:      [['Roman Polanski', 'Yasmina Reza']]
Predicted Ans:    Roman Polanski
Predicted Path:   Delphine Gleize --[(INV) written_by]--> Carnage --[written_by]--> Roman Polanski
Path (Raw):       Delphine Gleize --[No Operation]--> Delphine Gleize --[(INV) written_by]--> Carnage --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.019973
Path Entropy(↓):  0.113023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the awful truth were in which genres
Start Entity:     The Awful Truth
Gold Answer:      [['Drama']]
Predicted Ans:    Comedy
Predicted Path:   The Awful Truth --[written_by]--> Arthur Richman --[(INV) written_by]--> The Awful Truth --[has_genre]--> Comedy
Path (Raw):       The Awful Truth --[written_by]--> Arthur Richman --[(INV) written_by]--> The Awful Truth --[has_genre]--> Comedy
Neg LogProb(↓):   0.001913
Path Entropy(↓):  0.013894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of the green room
Start Entity:     The Green Room
Gold Answer:      [['1980', '1970', '1959', '1979', '1974', '1984', '1977', '1968', '2009', '1973', '1983', '1976', '1996', '1981', '2012', '1961', '1962', '1988', '2000', '1964', '1949', '1997', '1966', '1969']]
Predicted Ans:    1970
Predicted Path:   The Green Room --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[release_year]--> 1970
Path (Raw):       The Green Room --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[release_year]--> 1970
Neg LogProb(↓):   1.555666
Path Entropy(↓):  2.787690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film aaltra were in which languages
Start Entity:     Aaltra
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Aaltra --[directed_by]--> Benoît Delépine --[(INV) directed_by]--> Mammuth --[in_language]--> French
Path (Raw):       Aaltra --[directed_by]--> Benoît Delépine --[(INV) directed_by]--> Mammuth --[in_language]--> French
Neg LogProb(↓):   0.005163
Path Entropy(↓):  0.032795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film a place in the sun
Start Entity:     A Place in the Sun
Gold Answer:      [['Don Mankiewicz', 'Paul Mazursky', "John O'Hara", 'Augustus Goetz', 'Franco Zeffirelli', 'Carson McCullers', 'James Mangold', 'William Shakespeare', 'George Tabori', 'Marco Denevi', 'Guy Green', 'Ernest Lehman', 'Howard Teichmann', 'James Jones', 'Charles Schnee', 'Waldemar Young', 'Vincent Lawrence', 'Clarence Day', 'Irwin Shaw', 'James Agee', 'Arthur Miller', 'Hugh Wheeler', 'Henry Jaglom', 'Gore Vidal', 'Enid Bagnold', 'F. Scott Fitzgerald', 'Terence Rattigan', 'Sidney Buchman', 'Ingmar Bergman', 'Ranald MacDougall', 'Elizabeth Kata', 'Paul Osborn', 'Irving Wallace', 'Edna Ferber', 'Ivan Moffat', 'Tennessee Williams', 'Paul Anthelme', 'Fred Guiol', 'Nathanael West', 'Noel Langley', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'Albert Hackett', 'Abraham Polonsky', 'John Gay', 'Edward Streeter', 'Frances Goodrich', 'Julius J. Epstein', 'Borden Deal', 'William Bradford Huie', 'Dalton Trumbo', 'Vladimir Nabokov', 'Davis Grubb', 'Hugo Butler', 'George Seaton', 'Ezra D. Rappaport', 'Robert L. Richards', 'Borden Chase', 'Wyatt Cooper', 'Grant Stuart', 'Gene Allen', 'Victoria Foyt', 'Anne Frank', 'Richard Brooks', 'Bartlett Cormack', 'Norman Krasna', 'Eduardo Mignogna', 'Robert Thom', 'James Poe', 'Philip G. Epstein', 'Joseph L. Mankiewicz', 'Henry James']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   A Place in the Sun --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       A Place in the Sun --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.848442
Path Entropy(↓):  2.335990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is tim and eric's billion dollar movie about
Start Entity:     Tim and Eric's Billion Dollar Movie
Gold Answer:      [['will forte', 'zach galifianakis', 'will ferrell', 'john c. reilly']]
Predicted Ans:    chris miller
Predicted Path:   Tim and Eric's Billion Dollar Movie --[has_tags]--> zach galifianakis --[(INV) has_tags]--> Puss in Boots --[has_tags]--> chris miller
Path (Raw):       Tim and Eric's Billion Dollar Movie --[has_tags]--> zach galifianakis --[(INV) has_tags]--> Puss in Boots --[has_tags]--> chris miller
Neg LogProb(↓):   0.555917
Path Entropy(↓):  1.353582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by olympus has fallen actors
Start Entity:     Olympus Has Fallen
Gold Answer:      [['Wendy Orr', 'Kevin Grevioux', 'Charles Finch', 'Carol Fuchs', 'Michael Crichton', 'Dean DeBlois', 'Chris Sanders', 'Cressida Cowell', 'Joshua Michael Stern', 'Dick Christie', 'Guy Ritchie', 'Brandon Camp', 'Javier Sánchez Donate', 'Igor Legarreta', 'Christopher Nolan', 'Mark Levin', 'Jennifer Flackett', 'Philip K. Dick', 'Jason Keller', 'Stuart Beattie', 'Harvey Weinstein', 'Jeff Maguire', 'Joel Schumacher', 'Gaston Leroux', 'Patrick Lussier', 'Melisa Wallack', 'James Ellroy', 'Jason Reitman', 'Christopher Buckley', 'Sandra Nettelbeck', 'Gabrielle Zevin', 'Frank Miller', 'George Seaton', 'Richard Stanley', 'Kurt Wimmer', 'Neil LaBute', 'Gabe Ibáñez', 'Brian Taylor', 'Mark Neveldine', 'Lynn Varley', 'Valentine Davies', 'Zack Snyder', 'John Hughes', 'Andrew Lloyd Webber']]
Predicted Ans:    Neil LaBute
Predicted Path:   Olympus Has Fallen --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Path (Raw):       Olympus Has Fallen --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Neg LogProb(↓):   0.424748
Path Entropy(↓):  0.814379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of seizure starred who
Start Entity:     Seizure
Gold Answer:      [['Ann Dvorak', 'Karen Morley', 'Osgood Perkins', 'Juliette Lewis', 'Cameron Diaz', 'Arnold Schwarzenegger', 'Tom Cruise', 'Paolo Bonacelli', 'Irene Miracle', 'Mickey Rourke', 'Meg Ryan', 'Tom Sizemore', 'Charlie Sheen', 'Anthony Hopkins', 'Michael Caine', 'James Woods', 'Madonna', 'Willem Dafoe', 'Bo Hopkins', 'Blake Lively', 'Oliver Stone', 'Brad Davis', 'Eric Bogosian', 'Michelle Pfeiffer', 'Dennis Quaid', 'Tom Berenger', 'Powers Boothe', 'Mary Elizabeth Mastrantonio', 'Frank Whaley', 'Rachel Nichols', 'Leslie Hope', 'Val Kilmer', 'Taylor Kitsch', 'Andrea Marcovicci', 'Jeff Bridges', 'Fidel Castro', 'Kyle MacLachlan', 'James Earl Jones', 'James Belushi', 'Steven Bauer', 'Michael Murphy', 'Ron Perlman', 'Jonathan Pryce', 'Joan Allen', 'Ariane', 'Ellen Greene', 'John Savage', 'Stephen Lang', 'Rosanna Arquette', 'Ed Harris', 'Woody Harrelson', 'Antonio Banderas', 'Paul Muni', 'Al Pacino', 'John Lone', 'Jason Momoa']]
Predicted Ans:    Oliver Stone
Predicted Path:   Seizure --[written_by]--> Oliver Stone --[(INV) written_by]--> Alexander --[directed_by]--> Oliver Stone
Path (Raw):       Seizure --[written_by]--> Oliver Stone --[(INV) written_by]--> Alexander --[directed_by]--> Oliver Stone
Neg LogProb(↓):   1.682148
Path Entropy(↓):  2.116882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by j. stanford parker
Start Entity:     J. Stanford Parker
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   J. Stanford Parker --[(INV) written_by]--> Booty Call --[has_genre]--> Comedy
Path (Raw):       J. Stanford Parker --[No Operation]--> J. Stanford Parker --[(INV) written_by]--> Booty Call --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the confessions of a dangerous mind director release
Start Entity:     Confessions of a Dangerous Mind
Gold Answer:      [['2008', '2011', '2014']]
Predicted Ans:    2014
Predicted Path:   Confessions of a Dangerous Mind --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[release_year]--> 2014
Path (Raw):       Confessions of a Dangerous Mind --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[release_year]--> 2014
Neg LogProb(↓):   0.015300
Path Entropy(↓):  0.090726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for crimewave
Start Entity:     Crimewave
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Crimewave --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Crimewave --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.487311
Path Entropy(↓):  4.464683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the italian for beginners director
Start Entity:     Italian for Beginners
Gold Answer:      [['Laura Wade', 'Nick Hornby', 'Lynn Barber', 'David Nicholls']]
Predicted Ans:    Lone Scherfig
Predicted Path:   Italian for Beginners --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[written_by]--> Lone Scherfig
Path (Raw):       Italian for Beginners --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[written_by]--> Lone Scherfig
Neg LogProb(↓):   0.003330
Path Entropy(↓):  0.025319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is the postman always rings twice in
Start Entity:     The Postman Always Rings Twice
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Postman Always Rings Twice --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The Postman Always Rings Twice --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   2.023754
Path Entropy(↓):  3.105480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of timothy hutton acted films
Start Entity:     Timothy Hutton
Gold Answer:      [['1983', '1988', '1980', '1997', '2009', '2008', '1993', '1996', '2006', '1985', '1999', '2014', '1981', '1987', '1984', '2007']]
Predicted Ans:    1993
Predicted Path:   Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Path (Raw):       Timothy Hutton --[No Operation]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Neg LogProb(↓):   0.685313
Path Entropy(↓):  1.703007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by erin cummings were written by who
Start Entity:     Erin Cummings
Gold Answer:      [['Rick Jacobson']]
Predicted Ans:    Rick Jacobson
Predicted Path:   Erin Cummings --[(INV) starred_actors]--> Bitch Slap --[written_by]--> Rick Jacobson
Path (Raw):       Erin Cummings --[No Operation]--> Erin Cummings --[(INV) starred_actors]--> Bitch Slap --[written_by]--> Rick Jacobson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the big hangover
Start Entity:     The Big Hangover
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   The Big Hangover --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       The Big Hangover --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.039539
Path Entropy(↓):  0.168746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film girl on a bicycle
Start Entity:     Girl on a Bicycle
Gold Answer:      [['Jeremy Leven']]
Predicted Ans:    Jeremy Leven
Predicted Path:   Girl on a Bicycle --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[written_by]--> Jeremy Leven
Path (Raw):       Girl on a Bicycle --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[written_by]--> Jeremy Leven
Neg LogProb(↓):   0.000525
Path Entropy(↓):  0.004662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did david mandel write
Start Entity:     David Mandel
Gold Answer:      [['The Dictator', 'EuroTrip', 'Clear History']]
Predicted Ans:    Clear History
Predicted Path:   David Mandel --[(INV) written_by]--> Clear History --[written_by]--> David Mandel --[(INV) written_by]--> Clear History
Path (Raw):       David Mandel --[(INV) written_by]--> Clear History --[written_by]--> David Mandel --[(INV) written_by]--> Clear History
Neg LogProb(↓):   2.587493
Path Entropy(↓):  3.131733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director david ayer
Start Entity:     David Ayer
Gold Answer:      [['Chris Evans', 'Christian Bale', 'Shia LaBeouf', 'Arnold Schwarzenegger', 'Keanu Reeves', 'Hugh Laurie', 'Logan Lerman', 'Brad Pitt', 'Michael Peña', 'Forest Whitaker', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Walter Abel', 'Jake Gyllenhaal']]
Predicted Ans:    Brad Pitt
Predicted Path:   David Ayer --[(INV) directed_by]--> Fury --[starred_actors]--> Brad Pitt
Path (Raw):       David Ayer --[No Operation]--> David Ayer --[(INV) directed_by]--> Fury --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.037480
Path Entropy(↓):  0.217157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by erich hoeber
Start Entity:     Erich Hoeber
Gold Answer:      [['Jennifer Leitzes']]
Predicted Ans:    Jennifer Leitzes
Predicted Path:   Erich Hoeber --[(INV) written_by]--> Montana --[directed_by]--> Jennifer Leitzes
Path (Raw):       Erich Hoeber --[No Operation]--> Erich Hoeber --[(INV) written_by]--> Montana --[directed_by]--> Jennifer Leitzes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the french minister director release
Start Entity:     The French Minister
Gold Answer:      [['1976', '1980', '2009', '1989', '2010', '1999', '2002', '1984']]
Predicted Ans:    2009
Predicted Path:   The French Minister --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[release_year]--> 2009
Path (Raw):       The French Minister --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[release_year]--> 2009
Neg LogProb(↓):   1.107987
Path Entropy(↓):  1.908980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in bushwhacked
Start Entity:     Bushwhacked
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Drama', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Bushwhacked --[starred_actors]--> Jon Polito --[(INV) starred_actors]--> Bushwhacked --[has_genre]--> Comedy
Path (Raw):       Bushwhacked --[starred_actors]--> Jon Polito --[(INV) starred_actors]--> Bushwhacked --[has_genre]--> Comedy
Neg LogProb(↓):   0.241837
Path Entropy(↓):  0.656443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by vincent gallo were directed by who
Start Entity:     Vincent Gallo
Gold Answer:      [['Francis Ford Coppola', 'Alan Taylor', 'Claire Denis', 'Jerzy Skolimowski', 'Michael Corrente', 'Kiefer Sutherland']]
Predicted Ans:    Vincent Gallo
Predicted Path:   Vincent Gallo --[(INV) starred_actors]--> Buffalo '66 --[directed_by]--> Vincent Gallo
Path (Raw):       Vincent Gallo --[No Operation]--> Vincent Gallo --[(INV) starred_actors]--> Buffalo '66 --[directed_by]--> Vincent Gallo
Neg LogProb(↓):   0.142021
Path Entropy(↓):  0.559497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies together with tobias amann
Start Entity:     Tobias Amann
Gold Answer:      [['Hans Weingartner']]
Predicted Ans:    Hans Weingartner
Predicted Path:   Tobias Amann --[(INV) directed_by]--> The White Sound --[directed_by]--> Hans Weingartner
Path (Raw):       Tobias Amann --[No Operation]--> Tobias Amann --[(INV) directed_by]--> The White Sound --[directed_by]--> Hans Weingartner
Neg LogProb(↓):   0.001655
Path Entropy(↓):  0.012245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the meteor man
Start Entity:     The Meteor Man
Gold Answer:      [['Foolish', 'Double Take', 'Undercover Brother', 'Date Movie', 'The Five Heartbeats', 'The Walking Dead', 'Hollywood Shuffle', 'Blast', 'Urban Justice']]
Predicted Ans:    The Walking Dead
Predicted Path:   The Meteor Man --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead
Path (Raw):       The Meteor Man --[starred_actors]--> Eddie Griffin --[No Operation]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead
Neg LogProb(↓):   0.021943
Path Entropy(↓):  0.148598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in sheena also appears in which movies
Start Entity:     Sheena
Gold Answer:      [['Oh, God! You Devil', 'The Beastmaster']]
Predicted Ans:    Oh, God! You Devil
Predicted Path:   Sheena --[starred_actors]--> Ted Wass --[(INV) starred_actors]--> Oh, God! You Devil
Path (Raw):       Sheena --[starred_actors]--> Ted Wass --[No Operation]--> Ted Wass --[(INV) starred_actors]--> Oh, God! You Devil
Neg LogProb(↓):   0.078593
Path Entropy(↓):  0.282299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the adventures of pinocchio
Start Entity:     The Adventures of Pinocchio
Gold Answer:      [['Drama', 'Family', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Adventures of Pinocchio --[directed_by]--> Steve Barron --[(INV) directed_by]--> Electric Dreams --[has_genre]--> Comedy
Path (Raw):       The Adventures of Pinocchio --[directed_by]--> Steve Barron --[(INV) directed_by]--> Electric Dreams --[has_genre]--> Comedy
Neg LogProb(↓):   0.533978
Path Entropy(↓):  0.772904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with michael treanor
Start Entity:     Michael Treanor
Gold Answer:      [['Max Elliott Slade', 'Chad Power', 'Victor Wong']]
Predicted Ans:    Victor Wong
Predicted Path:   Michael Treanor --[(INV) starred_actors]--> 3 Ninjas --[starred_actors]--> Victor Wong
Path (Raw):       Michael Treanor --[No Operation]--> Michael Treanor --[(INV) starred_actors]--> 3 Ninjas --[starred_actors]--> Victor Wong
Neg LogProb(↓):   0.002705
Path Entropy(↓):  0.020564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in pursuit to algiers
Start Entity:     Pursuit to Algiers
Gold Answer:      [['1980', '1946', '1954', '1944', '1959', '1936', '1935', '1941', '1939', '1951', '1956', '1943', '1940', '1942', '1938', '2002', '1955', '1978', '2000', '1966', '1965', '1945', '1986', '1937', '1930']]
Predicted Ans:    1978
Predicted Path:   Pursuit to Algiers --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       Pursuit to Algiers --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   1.473787
Path Entropy(↓):  2.561905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie brenda starr were in which languages
Start Entity:     Brenda Starr
Gold Answer:      [['Italian']]
Predicted Ans:    exorcism
Predicted Path:   Brenda Starr --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[has_tags]--> exorcism
Path (Raw):       Brenda Starr --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[has_tags]--> exorcism
Neg LogProb(↓):   0.311549
Path Entropy(↓):  1.217256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by eric porter were directed by who
Start Entity:     Eric Porter
Gold Answer:      [['Don Sharp', 'Jack Gold', 'Michael Carreras']]
Predicted Ans:    Jack Gold
Predicted Path:   Eric Porter --[(INV) starred_actors]--> Little Lord Fauntleroy --[directed_by]--> Jack Gold
Path (Raw):       Eric Porter --[No Operation]--> Eric Porter --[(INV) starred_actors]--> Little Lord Fauntleroy --[directed_by]--> Jack Gold
Neg LogProb(↓):   0.266499
Path Entropy(↓):  0.592810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was funny lady released
Start Entity:     Funny Lady
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Funny Lady --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Path (Raw):       Funny Lady --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Neg LogProb(↓):   1.925406
Path Entropy(↓):  3.310003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by michel piccoli were released in which years
Start Entity:     Michel Piccoli
Gold Answer:      [['1980', '1956', '2008', '1991', '1973', '1967', '1969', '2011', '1984']]
Predicted Ans:    1973
Predicted Path:   Michel Piccoli --[(INV) starred_actors]--> La Grande Bouffe --[release_year]--> 1973
Path (Raw):       Michel Piccoli --[No Operation]--> Michel Piccoli --[(INV) starred_actors]--> La Grande Bouffe --[release_year]--> 1973
Neg LogProb(↓):   0.952921
Path Entropy(↓):  1.414213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of taking woodstock
Start Entity:     Taking Woodstock
Gold Answer:      [['Kate Winslet', 'Josh Lucas', 'Suraj Sharma', 'Skeet Ulrich', 'Sam Elliott', 'Irrfan Khan', 'Heath Ledger', 'Michelle Yeoh', 'Jennifer Connelly', 'Eric Bana', 'Randy Quaid', 'Kevin Kline', 'Joan Allen', 'Sigourney Weaver', 'Sihung Lung', 'May Chin', 'Jake Gyllenhaal', 'Tobey Maguire', 'Winston Chao']]
Predicted Ans:    Kate Winslet
Predicted Path:   Taking Woodstock --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[starred_actors]--> Kate Winslet
Path (Raw):       Taking Woodstock --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[starred_actors]--> Kate Winslet
Neg LogProb(↓):   0.086775
Path Entropy(↓):  0.339116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote 3 strikes
Start Entity:     3 Strikes
Gold Answer:      [['DJ Pooh']]
Predicted Ans:    DJ Pooh
Predicted Path:   3 Strikes --[written_by]--> DJ Pooh --[(INV) written_by]--> 3 Strikes --[directed_by]--> DJ Pooh
Path (Raw):       3 Strikes --[written_by]--> DJ Pooh --[(INV) written_by]--> 3 Strikes --[directed_by]--> DJ Pooh
Neg LogProb(↓):   0.000303
Path Entropy(↓):  0.002768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the wedding banquet about
Start Entity:     The Wedding Banquet
Gold Answer:      [['wedding', 'parents', 'ang lee', 'chinese', 'gay']]
Predicted Ans:    parents
Predicted Path:   The Wedding Banquet --[has_tags]--> parents --[(INV) has_tags]--> The Wedding Banquet --[has_tags]--> parents
Path (Raw):       The Wedding Banquet --[has_tags]--> parents --[(INV) has_tags]--> The Wedding Banquet --[has_tags]--> parents
Neg LogProb(↓):   0.000707
Path Entropy(↓):  0.006423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer jesse peretz
Start Entity:     Jesse Peretz
Gold Answer:      [['Paul Rudd']]
Predicted Ans:    Paul Rudd
Predicted Path:   Jesse Peretz --[(INV) written_by]--> Our Idiot Brother --[starred_actors]--> Paul Rudd
Path (Raw):       Jesse Peretz --[No Operation]--> Jesse Peretz --[(INV) written_by]--> Our Idiot Brother --[starred_actors]--> Paul Rudd
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter andrew wellman
Start Entity:     Andrew Wellman
Gold Answer:      [['Jake Busey', 'Stephen Dorff', 'Reese Witherspoon']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Andrew Wellman --[(INV) written_by]--> S.F.W. --[starred_actors]--> Reese Witherspoon
Path (Raw):       Andrew Wellman --[No Operation]--> Andrew Wellman --[(INV) written_by]--> S.F.W. --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.083486
Path Entropy(↓):  0.279148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of happiness is in the field also directed which films
Start Entity:     Happiness Is in the Field
Gold Answer:      [['Tatie Danielle', 'Tanguy', 'Life Is a Long Quiet River']]
Predicted Ans:    Tatie Danielle
Predicted Path:   Happiness Is in the Field --[directed_by]--> Étienne Chatiliez --[(INV) directed_by]--> Tatie Danielle
Path (Raw):       Happiness Is in the Field --[directed_by]--> Étienne Chatiliez --[(INV) directed_by]--> Tatie Danielle --[No Operation]--> Tatie Danielle
Neg LogProb(↓):   0.162024
Path Entropy(↓):  0.560506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie damage were in which genres
Start Entity:     Damage
Gold Answer:      [['Romance', 'Documentary', 'Western', 'Musical', 'Short', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Damage --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> The Merchant of Venice --[has_genre]--> Drama
Path (Raw):       Damage --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> The Merchant of Venice --[has_genre]--> Drama
Neg LogProb(↓):   1.820754
Path Entropy(↓):  2.525389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie blues brothers 2000 are directed by who
Start Entity:     Blues Brothers 2000
Gold Answer:      [['Andrew Solt', 'George Armitage', 'Michael Pressman', 'Tom Mankiewicz', 'Buster Keaton', 'Ivan Reitman', 'Bob Clark', 'John Landis', 'Richard Benjamin', 'Eric Brevig', 'Jonathan Lynn', 'Malcolm Leo', 'Nicholas Stoller', 'Howard Deutch', 'Harvey Miller', 'Howard Zieff', 'Steven Spielberg', 'Steve Barron', 'John G. Avildsen', 'Garry Marshall', 'Tom DeCerchio', 'Michael Ritchie']]
Predicted Ans:    John G. Avildsen
Predicted Path:   Blues Brothers 2000 --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Neighbors --[directed_by]--> John G. Avildsen
Path (Raw):       Blues Brothers 2000 --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Neighbors --[directed_by]--> John G. Avildsen
Neg LogProb(↓):   0.293792
Path Entropy(↓):  0.969268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does mo'nique appear in
Start Entity:     Mo'Nique
Gold Answer:      [['Precious', 'Phat Girlz', 'Hair Show']]
Predicted Ans:    Phat Girlz
Predicted Path:   Mo'Nique --[(INV) starred_actors]--> Phat Girlz --[starred_actors]--> Mo'Nique --[(INV) starred_actors]--> Phat Girlz
Path (Raw):       Mo'Nique --[(INV) starred_actors]--> Phat Girlz --[starred_actors]--> Mo'Nique --[(INV) starred_actors]--> Phat Girlz
Neg LogProb(↓):   0.002401
Path Entropy(↓):  0.017868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of reality
Start Entity:     Reality
Gold Answer:      [['Italian', 'Neapolitan']]
Predicted Ans:    Italian
Predicted Path:   Reality --[directed_by]--> Matteo Garrone --[(INV) directed_by]--> First Love --[in_language]--> Italian
Path (Raw):       Reality --[directed_by]--> Matteo Garrone --[(INV) directed_by]--> First Love --[in_language]--> Italian
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films saturday the 14th are written by who
Start Entity:     Saturday the 14th
Gold Answer:      [['Howard R. Cohen']]
Predicted Ans:    Howard R. Cohen
Predicted Path:   Saturday the 14th --[directed_by]--> Howard R. Cohen --[(INV) directed_by]--> Saturday the 14th --[written_by]--> Howard R. Cohen
Path (Raw):       Saturday the 14th --[directed_by]--> Howard R. Cohen --[(INV) directed_by]--> Saturday the 14th --[written_by]--> Howard R. Cohen
Neg LogProb(↓):   0.002830
Path Entropy(↓):  0.020479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the rampage director
Start Entity:     Rampage
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Rampage --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blackwoods --[has_genre]--> Thriller
Path (Raw):       Rampage --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blackwoods --[has_genre]--> Thriller
Neg LogProb(↓):   0.922944
Path Entropy(↓):  1.626281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter liam lynch wrote films together with who
Start Entity:     Liam Lynch
Gold Answer:      [['Jack Black', 'Kyle Gass']]
Predicted Ans:    Liam Lynch
Predicted Path:   Liam Lynch --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[written_by]--> Liam Lynch
Path (Raw):       Liam Lynch --[No Operation]--> Liam Lynch --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[written_by]--> Liam Lynch
Neg LogProb(↓):   0.116884
Path Entropy(↓):  0.347175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by tak sakaguchi
Start Entity:     Tak Sakaguchi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Tak Sakaguchi --[(INV) starred_actors]--> Battlefield Baseball --[in_language]--> Japanese
Path (Raw):       Tak Sakaguchi --[No Operation]--> Tak Sakaguchi --[(INV) starred_actors]--> Battlefield Baseball --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie la bete humaine
Start Entity:     La Bête Humaine
Gold Answer:      [['Giulio Macchi', 'Renzo Avanzo', 'René Fauchois', 'Burgess Meredith', 'Vereen Bell', 'Jack Kirkland', 'André de Lorde', 'Julian Barry', 'George Sessions Perry', 'Charles Spaak', 'Rumer Godden', 'Maxim Gorky', 'Jarmo Lampela', 'Octave Mirbeau', 'Jean Renoir', 'Robert Dillon', 'Prosper Mérimée']]
Predicted Ans:    Jean Renoir
Predicted Path:   La Bête Humaine --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[written_by]--> Jean Renoir
Path (Raw):       La Bête Humaine --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.485780
Path Entropy(↓):  1.446823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by mark duplass were in which genres
Start Entity:     Mark Duplass
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mark Duplass --[(INV) starred_actors]--> Humpday --[has_genre]--> Comedy
Path (Raw):       Mark Duplass --[No Operation]--> Mark Duplass --[(INV) starred_actors]--> Humpday --[has_genre]--> Comedy
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the american friend in
Start Entity:     The American Friend
Gold Answer:      [['English', 'Greek', 'Japanese', 'Italian', 'German', 'Spanish']]
Predicted Ans:    Greek
Predicted Path:   The American Friend --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Path (Raw):       The American Friend --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Neg LogProb(↓):   0.700162
Path Entropy(↓):  0.953801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in red - headed woman
Start Entity:     Red-Headed Woman
Gold Answer:      [['George Cukor', 'Jack Conway', 'Howard Hughes', 'Tay Garnett', 'W.S. Van Dyke', 'Charles Brabin', 'George Fitzmaurice', 'William A. Wellman', 'George W. Hill', 'Tom Hooper', 'Clarence Brown', 'Victor Fleming', 'J. Walter Ruben', 'Frank Capra']]
Predicted Ans:    George Cukor
Predicted Path:   Red-Headed Woman --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Dinner at Eight --[directed_by]--> George Cukor
Path (Raw):       Red-Headed Woman --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Dinner at Eight --[directed_by]--> George Cukor
Neg LogProb(↓):   0.110574
Path Entropy(↓):  0.452849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor boa co - starred with who
Start Entity:     BoA
Gold Answer:      [['Derek Hough']]
Predicted Ans:    BoA
Predicted Path:   BoA --[(INV) starred_actors]--> Make Your Move --[starred_actors]--> BoA
Path (Raw):       BoA --[No Operation]--> BoA --[(INV) starred_actors]--> Make Your Move --[starred_actors]--> BoA
Neg LogProb(↓):   0.417549
Path Entropy(↓):  0.641921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share writers with the canterbury tales fall under
Start Entity:     The Canterbury Tales
Gold Answer:      [['Drama', 'Documentary', 'Adventure', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Canterbury Tales --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Accattone --[has_genre]--> Drama
Path (Raw):       The Canterbury Tales --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Accattone --[has_genre]--> Drama
Neg LogProb(↓):   0.238313
Path Entropy(↓):  0.758794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie true crime were in which languages
Start Entity:     True Crime
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   True Crime --[written_by]--> Andrew Klavan --[(INV) written_by]--> One Missed Call --[in_language]--> Japanese
Path (Raw):       True Crime --[written_by]--> Andrew Klavan --[(INV) written_by]--> One Missed Call --[in_language]--> Japanese
Neg LogProb(↓):   0.000774
Path Entropy(↓):  0.006590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was clive dawson a writer on
Start Entity:     Clive Dawson
Gold Answer:      [['The Last Days on Mars', 'The Bunker']]
Predicted Ans:    The Last Days on Mars
Predicted Path:   Clive Dawson --[(INV) written_by]--> The Last Days on Mars --[written_by]--> Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars
Path (Raw):       Clive Dawson --[(INV) written_by]--> The Last Days on Mars --[written_by]--> Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars
Neg LogProb(↓):   0.040422
Path Entropy(↓):  0.193489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of going overboard
Start Entity:     Going Overboard
Gold Answer:      [['Eight Crazy Nights', 'The Waterboy', "You Don't Mess with the Zohan", 'Happy Gilmore', 'Grown Ups', 'Jack and Jill', 'Billy Madison', 'Little Nicky', 'Grown Ups 2', 'Big Daddy']]
Predicted Ans:    Big Daddy
Predicted Path:   Going Overboard --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy
Path (Raw):       Going Overboard --[written_by]--> Adam Sandler --[No Operation]--> Adam Sandler --[(INV) written_by]--> Big Daddy
Neg LogProb(↓):   1.106717
Path Entropy(↓):  1.904949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of coleman hough written movies
Start Entity:     Coleman Hough
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Coleman Hough --[(INV) written_by]--> Bubble --[release_year]--> 2005
Path (Raw):       Coleman Hough --[No Operation]--> Coleman Hough --[(INV) written_by]--> Bubble --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by linda griffiths in
Start Entity:     Linda Griffiths
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Linda Griffiths --[(INV) starred_actors]--> Lianna --[has_genre]--> Drama
Path (Raw):       Linda Griffiths --[No Operation]--> Linda Griffiths --[(INV) starred_actors]--> Lianna --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie bobby deerfield
Start Entity:     Bobby Deerfield
Gold Answer:      [['Roger Donaldson', 'James Foley', 'Jon Avnet', 'Mike Newell', 'Michael Mann', 'Dino Risi', 'William Friedkin', 'Barry Levinson', 'David Mamet', 'Christopher Nolan', 'Oliver Stone', 'Fisher Stevens', 'Claude Lelouch', 'Jerry Schatzberg', 'Erik Skjoldbjærg', 'John Frankenheimer', 'Jack Gold', 'Harold Becker', 'Daniel Algrant', 'Frederick De Cordova', 'Hugh Hudson', 'Francis Ford Coppola', 'Mario Bava', 'John G. Avildsen', 'Garry Marshall', 'Sidney Lumet', 'Martin Brest', 'Paul Morrissey', 'Michael Radford', 'Al Pacino', 'Brian De Palma', 'Arthur Hiller', 'Howard Hawks', 'Richard Rosson']]
Predicted Ans:    Michael Mann
Predicted Path:   Bobby Deerfield --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Bobby Deerfield --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.807583
Path Entropy(↓):  1.360222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Michel deville directed which movies
Start Entity:     Michel Deville
Gold Answer:      [['Dossier 51']]
Predicted Ans:    Dossier 51
Predicted Path:   Michel Deville --[(INV) directed_by]--> Dossier 51 --[directed_by]--> Michel Deville --[(INV) directed_by]--> Dossier 51
Path (Raw):       Michel Deville --[(INV) directed_by]--> Dossier 51 --[directed_by]--> Michel Deville --[(INV) directed_by]--> Dossier 51
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of pierre arditi
Start Entity:     Pierre Arditi
Gold Answer:      [['Sabine Azéma', 'André Dussollier']]
Predicted Ans:    Sabine Azéma
Predicted Path:   Pierre Arditi --[(INV) starred_actors]--> Smoking/No Smoking --[starred_actors]--> Sabine Azéma
Path (Raw):       Pierre Arditi --[No Operation]--> Pierre Arditi --[(INV) starred_actors]--> Smoking/No Smoking --[starred_actors]--> Sabine Azéma
Neg LogProb(↓):   0.004568
Path Entropy(↓):  0.030274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of strange invaders also wrote movies
Start Entity:     Strange Invaders
Gold Answer:      [['The Cat Came Back', 'Runaway', 'Strange Behavior']]
Predicted Ans:    Runaway
Predicted Path:   Strange Invaders --[written_by]--> Cordell Barker --[(INV) written_by]--> Runaway
Path (Raw):       Strange Invaders --[written_by]--> Cordell Barker --[(INV) written_by]--> Runaway --[No Operation]--> Runaway
Neg LogProb(↓):   0.020570
Path Entropy(↓):  0.107880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film any which way you can released
Start Entity:     Any Which Way You Can
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Any Which Way You Can --[release_year]--> 1980 --[(INV) release_year]--> Heaven's Gate --[release_year]--> 1980
Path (Raw):       Any Which Way You Can --[release_year]--> 1980 --[(INV) release_year]--> Heaven's Gate --[release_year]--> 1980
Neg LogProb(↓):   3.057268
Path Entropy(↓):  4.296392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by ben cotner were released in which years
Start Entity:     Ben Cotner
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Ben Cotner --[(INV) directed_by]--> The Case Against 8 --[release_year]--> 2014
Path (Raw):       Ben Cotner --[No Operation]--> Ben Cotner --[(INV) directed_by]--> The Case Against 8 --[release_year]--> 2014
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by angela lansbury
Start Entity:     Angela Lansbury
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Angela Lansbury --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       Angela Lansbury --[No Operation]--> Angela Lansbury --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   0.694238
Path Entropy(↓):  0.700922
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does john cromwell appear in
Start Entity:     John Cromwell
Gold Answer:      [['Memorial Day']]
Predicted Ans:    Bachelor Party Vegas
Predicted Path:   John Cromwell --[(INV) starred_actors]--> Memorial Day --[starred_actors]--> Jonathan Bennett --[(INV) starred_actors]--> Bachelor Party Vegas
Path (Raw):       John Cromwell --[(INV) starred_actors]--> Memorial Day --[starred_actors]--> Jonathan Bennett --[(INV) starred_actors]--> Bachelor Party Vegas
Neg LogProb(↓):   0.337498
Path Entropy(↓):  0.599187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for the film the magic box
Start Entity:     The Magic Box
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   The Magic Box --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Magic Box --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.551839
Path Entropy(↓):  4.690383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the naked jungle
Start Entity:     The Naked Jungle
Gold Answer:      [['James A. Michener', 'Lew Wallace', 'William Humphrey', 'Robert Ardrey', 'Jeanie Macpherson', 'Brian Garfield', 'Bram Stoker', 'Roger Butterfield', 'Mario Puzo', 'Albert Maltz', 'Donald Hamilton', 'Jack London', 'Leslie Stevens', 'Rafael Sabatini', 'John William Corrington', 'George Fox', 'Harry Harrison', 'Tom Gries', 'Wilkie Collins', 'Hammond Innes', 'Bernard Gordon', 'Robert Louis Stevenson', 'Alex Proyas', 'Harlan Ellison', 'Harry Julian Fink', 'Nelson Algren', 'Robert Wyler', 'Sidney Kingsley', 'John Patrick', 'Pierre Boulle', 'George Froeschel', 'Rod Serling', 'David S. Goyer', 'Marjorie Lawrence', 'Sonya Levien', 'David Harper', 'Robert Hamer', 'Arnold Schulman', 'Ben Barzman', 'William Ludwig', 'Richard Matheson', 'Russell Rouse', 'Clarence Greene', 'Lester Cole', 'Whit Masterson', 'Richard Alan Simmons', 'Margaret Fitts', 'Philip Yordan', 'James R. Webb', 'Bernard C. Schoenfeld', 'Michael Wilson', 'Irving Stone', 'Margaret Kennedy', 'Vincent B. Evans', 'Lem Dobbs', 'Lawrence Konner', 'Mark Rosenthal', 'Richard Sale', 'Karl Tunberg', 'Fredric M. Frank', 'Lewis Meltzer', "Liam O'Brien", 'Joe Gannon', 'Nick Murphy', 'Charles Marquis Warren', 'Walter Newman', 'Orson Welles', 'David Lavallee', 'Sam Peckinpah', 'Ronald Millar', 'Crispan Bolt', 'Takeshi Kawata', 'Fraser Clarke Heston', 'Virginia Kellogg', 'Donald S. Sanford']]
Predicted Ans:    Mark Rosenthal
Predicted Path:   The Naked Jungle --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Path (Raw):       The Naked Jungle --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Neg LogProb(↓):   0.665429
Path Entropy(↓):  2.240502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the sin of harold diddlebock actors release
Start Entity:     The Sin of Harold Diddlebock
Gold Answer:      [['1944', '1923', '1936', '1920', '2006', '1967', '1984', '1932', '1948', '1990', '1921', '1938', '1926', '1922', '1934', '1924', '1925', '1927', '1969', '1928', '1930']]
Predicted Ans:    1944
Predicted Path:   The Sin of Harold Diddlebock --[starred_actors]--> Raymond Walburn --[(INV) starred_actors]--> Hail the Conquering Hero --[release_year]--> 1944
Path (Raw):       The Sin of Harold Diddlebock --[starred_actors]--> Raymond Walburn --[(INV) starred_actors]--> Hail the Conquering Hero --[release_year]--> 1944
Neg LogProb(↓):   1.226870
Path Entropy(↓):  1.137617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film dream lover
Start Entity:     Dream Lover
Gold Answer:      [['Walter Hill', 'Leslie Greif', 'Mark Frost', 'Mike Nichols', 'Paul Haggis', 'Damian Harris', 'Jack Sholder', 'Roland Emmerich', 'Frank Borzage', 'Rowdy Herrington', 'Steven Shainberg', 'Francis Ford Coppola', 'Herbert Ross', 'David Cronenberg', 'Ron Krauss', 'Luis Mandoki', 'Sidney Lumet', 'John McNaughton', 'Michael Gottlieb', 'Rod Holcomb', 'Joe Charbanic', 'Philip Haas']]
Predicted Ans:    Paul Haggis
Predicted Path:   Dream Lover --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[directed_by]--> Paul Haggis
Path (Raw):       Dream Lover --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[directed_by]--> Paul Haggis
Neg LogProb(↓):   0.540132
Path Entropy(↓):  1.257398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was right at your door released
Start Entity:     Right at Your Door
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Right at Your Door --[written_by]--> Chris Gorak --[(INV) written_by]--> Right at Your Door --[release_year]--> 2006
Path (Raw):       Right at Your Door --[written_by]--> Chris Gorak --[(INV) written_by]--> Right at Your Door --[release_year]--> 2006
Neg LogProb(↓):   0.180307
Path Entropy(↓):  0.460266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the three burials of melquiades estrada
Start Entity:     The Three Burials of Melquiades Estrada
Gold Answer:      [['Music', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Three Burials of Melquiades Estrada --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> House of Cards --[has_genre]--> Drama
Path (Raw):       The Three Burials of Melquiades Estrada --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> House of Cards --[has_genre]--> Drama
Neg LogProb(↓):   1.106864
Path Entropy(↓):  1.971911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of seven samurai
Start Entity:     Seven Samurai
Gold Answer:      [['Bruce Dern', 'Tatsuya Nakadai', 'Christopher Walken', 'Takashi Shimura', 'Bruce Willis', 'Masayuki Mori', 'Jon Voight', 'Eric Roberts', 'Rebecca De Mornay']]
Predicted Ans:    Tatsuya Nakadai
Predicted Path:   Seven Samurai --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Path (Raw):       Seven Samurai --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Neg LogProb(↓):   0.504620
Path Entropy(↓):  0.910396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by 50 cent
Start Entity:     50 Cent
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   50 Cent --[(INV) directed_by]--> Before I Self Destruct --[has_genre]--> Drama
Path (Raw):       50 Cent --[No Operation]--> 50 Cent --[(INV) directed_by]--> Before I Self Destruct --[has_genre]--> Drama
Neg LogProb(↓):   0.004948
Path Entropy(↓):  0.032004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of virtual sexuality
Start Entity:     Virtual Sexuality
Gold Answer:      [['Little Black Book', "It's a Boy Girl Thing"]]
Predicted Ans:    Little Black Book
Predicted Path:   Virtual Sexuality --[directed_by]--> Nick Hurran --[(INV) directed_by]--> Little Black Book
Path (Raw):       Virtual Sexuality --[No Operation]--> Virtual Sexuality --[directed_by]--> Nick Hurran --[(INV) directed_by]--> Little Black Book
Neg LogProb(↓):   0.001737
Path Entropy(↓):  0.013779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the guest
Start Entity:     The Guest
Gold Answer:      [['Nicholas Tucci', 'AJ Bowen', 'Amy Seimetz', 'Adam Wingard', 'Simon Barrett', 'Sharni Vinson', 'Wendy Glenn']]
Predicted Ans:    Adam Wingard
Predicted Path:   The Guest --[directed_by]--> Adam Wingard --[(INV) directed_by]--> V/H/S --[starred_actors]--> Adam Wingard
Path (Raw):       The Guest --[directed_by]--> Adam Wingard --[(INV) directed_by]--> V/H/S --[starred_actors]--> Adam Wingard
Neg LogProb(↓):   0.326208
Path Entropy(↓):  0.635650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the limits of control
Start Entity:     The Limits of Control
Gold Answer:      [['Italian', 'English', 'Japanese', 'Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   The Limits of Control --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Path (Raw):       The Limits of Control --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie madonna of the seven moons
Start Entity:     Madonna of the Seven Moons
Gold Answer:      [['Richard Quine', 'Richard Thorpe', 'George Cukor', 'John Cromwell', 'Fritz Lang', 'J. Lee Thompson', 'Andrew Marton', 'Leslie Arliss', 'Anthony Kimmins', 'Henry Hathaway', 'Lewis Allen', 'Robert Stevenson', 'George Sidney', 'Compton Bennett']]
Predicted Ans:    Richard Thorpe
Predicted Path:   Madonna of the Seven Moons --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Path (Raw):       Madonna of the Seven Moons --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.523357
Path Entropy(↓):  0.945080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by mathieu kassovitz were in which genres
Start Entity:     Mathieu Kassovitz
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Mathieu Kassovitz --[(INV) directed_by]--> Rebellion --[has_genre]--> Drama
Path (Raw):       Mathieu Kassovitz --[No Operation]--> Mathieu Kassovitz --[(INV) directed_by]--> Rebellion --[has_genre]--> Drama
Neg LogProb(↓):   0.002239
Path Entropy(↓):  0.017435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by mark blankfield
Start Entity:     Mark Blankfield
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mark Blankfield --[(INV) starred_actors]--> Jekyll and Hyde... Together Again --[has_genre]--> Comedy
Path (Raw):       Mark Blankfield --[No Operation]--> Mark Blankfield --[(INV) starred_actors]--> Jekyll and Hyde... Together Again --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter eleanor gates wrote films together with who
Start Entity:     Eleanor Gates
Gold Answer:      [['Gladys Lehman', 'Ralph Spence', 'Harry Tugend', 'Sam Hellman']]
Predicted Ans:    Ralph Spence
Predicted Path:   Eleanor Gates --[(INV) written_by]--> Poor Little Rich Girl --[written_by]--> Ralph Spence
Path (Raw):       Eleanor Gates --[No Operation]--> Eleanor Gates --[(INV) written_by]--> Poor Little Rich Girl --[written_by]--> Ralph Spence
Neg LogProb(↓):   0.779746
Path Entropy(↓):  1.223956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by francine york in
Start Entity:     Francine York
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Francine York --[(INV) starred_actors]--> The Doll Squad --[has_genre]--> Action
Path (Raw):       Francine York --[No Operation]--> Francine York --[(INV) starred_actors]--> The Doll Squad --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of about adam
Start Entity:     About Adam
Gold Answer:      [['Linda Fiorentino', 'Kevin Spacey']]
Predicted Ans:    Kevin Spacey
Predicted Path:   About Adam --[written_by]--> Gerard Stembridge --[(INV) written_by]--> Ordinary Decent Criminal --[starred_actors]--> Kevin Spacey
Path (Raw):       About Adam --[written_by]--> Gerard Stembridge --[(INV) written_by]--> Ordinary Decent Criminal --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.000805
Path Entropy(↓):  0.006887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jack couffer starred which actors
Start Entity:     Jack Couffer
Gold Answer:      [['Geoffrey Keen', 'Susan Hampshire', 'Nigel Davenport']]
Predicted Ans:    Nigel Davenport
Predicted Path:   Jack Couffer --[(INV) directed_by]--> Living Free --[starred_actors]--> Nigel Davenport
Path (Raw):       Jack Couffer --[No Operation]--> Jack Couffer --[(INV) directed_by]--> Living Free --[starred_actors]--> Nigel Davenport
Neg LogProb(↓):   0.003356
Path Entropy(↓):  0.022613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor tomoko ai is a co - star of who
Start Entity:     Tomoko Ai
Gold Answer:      [['Akihiko Hirata']]
Predicted Ans:    Akihiko Hirata
Predicted Path:   Tomoko Ai --[(INV) starred_actors]--> Terror of Mechagodzilla --[starred_actors]--> Akihiko Hirata
Path (Raw):       Tomoko Ai --[No Operation]--> Tomoko Ai --[(INV) starred_actors]--> Terror of Mechagodzilla --[starred_actors]--> Akihiko Hirata
Neg LogProb(↓):   0.001071
Path Entropy(↓):  0.008392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the rundown
Start Entity:     The Rundown
Gold Answer:      [['1998', '2007', '2008', '2004', '2012', '2013']]
Predicted Ans:    2013
Predicted Path:   The Rundown --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[release_year]--> 2013
Path (Raw):       The Rundown --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[release_year]--> 2013
Neg LogProb(↓):   0.237649
Path Entropy(↓):  0.614136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the flying fleet
Start Entity:     The Flying Fleet
Gold Answer:      [['Harry Beaumont', 'Frank Capra', 'Jack Conway']]
Predicted Ans:    Frank Capra
Predicted Path:   The Flying Fleet --[starred_actors]--> Ralph Graves --[(INV) starred_actors]--> Ladies of Leisure --[directed_by]--> Frank Capra
Path (Raw):       The Flying Fleet --[starred_actors]--> Ralph Graves --[(INV) starred_actors]--> Ladies of Leisure --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.019708
Path Entropy(↓):  0.099948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the faculty were released in which years
Start Entity:     The Faculty
Gold Answer:      [['1997', '2005', '1996', '1999', '2011']]
Predicted Ans:    1996
Predicted Path:   The Faculty --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[release_year]--> 1996
Path (Raw):       The Faculty --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[release_year]--> 1996
Neg LogProb(↓):   0.761479
Path Entropy(↓):  1.382651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by rob schneider
Start Entity:     Rob Schneider
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2007
Predicted Path:   Rob Schneider --[(INV) directed_by]--> Big Stan --[release_year]--> 2007
Path (Raw):       Rob Schneider --[No Operation]--> Rob Schneider --[(INV) directed_by]--> Big Stan --[release_year]--> 2007
Neg LogProb(↓):   0.544158
Path Entropy(↓):  0.680441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie early spring starred who
Start Entity:     Early Spring
Gold Answer:      [['Keiko Kishi']]
Predicted Ans:    Keiko Kishi
Predicted Path:   Early Spring --[starred_actors]--> Keiko Kishi --[(INV) starred_actors]--> Early Spring --[starred_actors]--> Keiko Kishi
Path (Raw):       Early Spring --[starred_actors]--> Keiko Kishi --[(INV) starred_actors]--> Early Spring --[starred_actors]--> Keiko Kishi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by kate burton
Start Entity:     Kate Burton
Gold Answer:      [['Andrew Fleming']]
Predicted Ans:    Andrew Fleming
Predicted Path:   Kate Burton --[(INV) starred_actors]--> Barefoot --[directed_by]--> Andrew Fleming
Path (Raw):       Kate Burton --[No Operation]--> Kate Burton --[(INV) starred_actors]--> Barefoot --[directed_by]--> Andrew Fleming
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with a man called gannon in
Start Entity:     A Man Called Gannon
Gold Answer:      [['Italian']]
Predicted Ans:    Drama
Predicted Path:   A Man Called Gannon --[starred_actors]--> Michael Sarrazin --[(INV) starred_actors]--> The Sweet Ride --[has_genre]--> Drama
Path (Raw):       A Man Called Gannon --[starred_actors]--> Michael Sarrazin --[(INV) starred_actors]--> The Sweet Ride --[has_genre]--> Drama
Neg LogProb(↓):   1.119670
Path Entropy(↓):  1.727960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of william d. russell directed movies
Start Entity:     William D. Russell
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   William D. Russell --[(INV) directed_by]--> Best of the Badmen --[release_year]--> 1951
Path (Raw):       William D. Russell --[No Operation]--> William D. Russell --[(INV) directed_by]--> Best of the Badmen --[release_year]--> 1951
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did chase williamson act in
Start Entity:     Chase Williamson
Gold Answer:      [['Sparks', 'John Dies at the End']]
Predicted Ans:    Sparks
Predicted Path:   Chase Williamson --[(INV) starred_actors]--> Sparks --[written_by]--> Christopher Folino --[(INV) written_by]--> Sparks
Path (Raw):       Chase Williamson --[(INV) starred_actors]--> Sparks --[written_by]--> Christopher Folino --[(INV) written_by]--> Sparks
Neg LogProb(↓):   0.091499
Path Entropy(↓):  0.361399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film love letters are directed by who
Start Entity:     Love Letters
Gold Answer:      [['George Cukor', 'William Dieterle', 'Thorold Dickinson', 'Tay Garnett', 'John Huston', 'Fletcher Markle', 'Richard Fleischer', 'David O. Selznick', 'Bob Rafelson', 'Emeric Pressburger', 'Eugène Lourié', 'Carol Reed', 'Jerry Jameson', 'Henry Hathaway', 'Robert Aldrich', 'Henry Koster', 'King Vidor', 'Henry King', 'Michael Powell', 'Budd Boetticher', 'Ernst Lubitsch', 'Curtis Bernhardt', 'Vincente Minnelli', 'Alfred Hitchcock', 'H.C. Potter', 'Andrew L. Stone', 'William Wyler', 'Orson Welles', 'Claude Chabrol', 'Robert Stevenson', 'Brian De Palma']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Love Letters --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Path (Raw):       Love Letters --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.047064
Path Entropy(↓):  1.577243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by catherine hardwicke were released in which years
Start Entity:     Catherine Hardwicke
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Catherine Hardwicke --[(INV) written_by]--> Thirteen --[release_year]--> 2003
Path (Raw):       Catherine Hardwicke --[No Operation]--> Catherine Hardwicke --[(INV) written_by]--> Thirteen --[release_year]--> 2003
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is scary movie about
Start Entity:     Scary Movie
Gold Answer:      [['parody', 'comedy', 'horror', 'spoof', 'keenen ivory wayans']]
Predicted Ans:    keenen ivory wayans
Predicted Path:   Scary Movie --[has_tags]--> keenen ivory wayans --[(INV) has_tags]--> White Chicks --[has_tags]--> keenen ivory wayans
Path (Raw):       Scary Movie --[has_tags]--> keenen ivory wayans --[(INV) has_tags]--> White Chicks --[has_tags]--> keenen ivory wayans
Neg LogProb(↓):   0.181361
Path Entropy(↓):  0.460639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did jim allen write the story for
Start Entity:     Jim Allen
Gold Answer:      [['The Big Flame', 'Land and Freedom']]
Predicted Ans:    Land and Freedom
Predicted Path:   Jim Allen --[(INV) written_by]--> Land and Freedom --[written_by]--> Jim Allen --[(INV) written_by]--> Land and Freedom
Path (Raw):       Jim Allen --[(INV) written_by]--> Land and Freedom --[written_by]--> Jim Allen --[(INV) written_by]--> Land and Freedom
Neg LogProb(↓):   0.502428
Path Entropy(↓):  0.973015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie here on earth
Start Entity:     Here on Earth
Gold Answer:      [['Mark Piznarski']]
Predicted Ans:    Mark Piznarski
Predicted Path:   Here on Earth --[directed_by]--> Mark Piznarski --[(INV) directed_by]--> Here on Earth --[directed_by]--> Mark Piznarski
Path (Raw):       Here on Earth --[directed_by]--> Mark Piznarski --[(INV) directed_by]--> Here on Earth --[directed_by]--> Mark Piznarski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in let's scare jessica to death
Start Entity:     Let's Scare Jessica to Death
Gold Answer:      [['Zohra Lampert']]
Predicted Ans:    Zohra Lampert
Predicted Path:   Let's Scare Jessica to Death --[starred_actors]--> Zohra Lampert --[(INV) starred_actors]--> Pay or Die --[starred_actors]--> Zohra Lampert
Path (Raw):       Let's Scare Jessica to Death --[starred_actors]--> Zohra Lampert --[(INV) starred_actors]--> Pay or Die --[starred_actors]--> Zohra Lampert
Neg LogProb(↓):   0.001954
Path Entropy(↓):  0.014142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the virgin suicides
Start Entity:     The Virgin Suicides
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Virgin Suicides --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> The Bling Ring --[has_genre]--> Crime
Path (Raw):       The Virgin Suicides --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> The Bling Ring --[has_genre]--> Crime
Neg LogProb(↓):   0.001114
Path Entropy(↓):  0.008722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film flight are directed by who
Start Entity:     Flight
Gold Answer:      [['Brett Leonard', 'Edward Zwick', 'Denzel Washington', 'Daniel Espinosa', 'Spike Lee', 'Jonathan Demme', 'Tony Scott', 'Antoine Fuqua', 'John Ford', 'Penny Marshall', 'Boaz Yakin', 'David Carson', 'Ridley Scott', 'Russell Mulcahy', 'Phillip Noyce', 'Mira Nair', 'Gregory Hoblit', 'Baltasar Kormákur', 'Eric Steven Stahl', 'Norman Jewison', 'Carl Franklin', 'Alan J. Pakula', 'Nick Cassavetes']]
Predicted Ans:    Spike Lee
Predicted Path:   Flight --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       Flight --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.472492
Path Entropy(↓):  1.262531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of synecdoche, new york
Start Entity:     Synecdoche, New York
Gold Answer:      [['Love Liza', "Charlie Wilson's War", 'Doubt', 'Owning Mahowny', 'Mary and Max', "God's Pocket", 'Flawless', 'A Most Wanted Man', "Before the Devil Knows You're Dead", 'The Ides of March', 'The Savages', 'Jack Goes Boating', 'Capote']]
Predicted Ans:    Flawless
Predicted Path:   Synecdoche, New York --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Path (Raw):       Synecdoche, New York --[starred_actors]--> Philip Seymour Hoffman --[No Operation]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Neg LogProb(↓):   0.421883
Path Entropy(↓):  1.313862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by c. graham baker were directed by who
Start Entity:     C. Graham Baker
Gold Answer:      [['Tay Garnett']]
Predicted Ans:    Tay Garnett
Predicted Path:   C. Graham Baker --[(INV) written_by]--> Eternally Yours --[directed_by]--> Tay Garnett
Path (Raw):       C. Graham Baker --[No Operation]--> C. Graham Baker --[(INV) written_by]--> Eternally Yours --[directed_by]--> Tay Garnett
Neg LogProb(↓):   0.000059
Path Entropy(↓):  0.000636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by shailene woodley
Start Entity:     Shailene Woodley
Gold Answer:      [['Scott Neustadter', 'Michael H. Weber', 'Evan Daugherty', 'Kaui Hart Hemmings', 'Tim Tharp', 'Nat Faxon', 'Jim Rash', 'John Green', 'Vanessa Taylor', 'Alexander Payne', 'Veronica Roth']]
Predicted Ans:    John Green
Predicted Path:   Shailene Woodley --[(INV) starred_actors]--> The Fault in Our Stars --[written_by]--> John Green
Path (Raw):       Shailene Woodley --[No Operation]--> Shailene Woodley --[(INV) starred_actors]--> The Fault in Our Stars --[written_by]--> John Green
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of palindromes
Start Entity:     Palindromes
Gold Answer:      [['Todd Solondz', 'Dagur Kári']]
Predicted Ans:    Todd Solondz
Predicted Path:   Palindromes --[written_by]--> Todd Solondz --[(INV) written_by]--> Life During Wartime --[directed_by]--> Todd Solondz
Path (Raw):       Palindromes --[written_by]--> Todd Solondz --[(INV) written_by]--> Life During Wartime --[directed_by]--> Todd Solondz
Neg LogProb(↓):   0.196859
Path Entropy(↓):  0.526783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by karin viard
Start Entity:     Karin Viard
Gold Answer:      [['Laurent Cantet', 'Maïwenn', 'François Ozon', 'Pierre Barillet']]
Predicted Ans:    François Ozon
Predicted Path:   Karin Viard --[(INV) starred_actors]--> Potiche --[written_by]--> François Ozon
Path (Raw):       Karin Viard --[No Operation]--> Karin Viard --[(INV) starred_actors]--> Potiche --[written_by]--> François Ozon
Neg LogProb(↓):   0.001870
Path Entropy(↓):  0.015523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the court jester were directed by who
Start Entity:     The Court Jester
Gold Answer:      [['Richard Lester', 'Melvin Frank', 'Hal Walker', 'Norman Panama', 'Sidney Lanfield']]
Predicted Ans:    Richard Lester
Predicted Path:   The Court Jester --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Path (Raw):       The Court Jester --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.195426
Path Entropy(↓):  0.713650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the darkman director
Start Entity:     Darkman
Gold Answer:      [['David Koepp', 'Mitchell Kapner', 'Stan Lee', "Louis L'Amour", 'Billy Bob Thornton', 'Miles Millar', 'Steve Ditko', 'Alfred Gough', 'Sam Raimi', 'Michael Shaara', 'Alvin Sargent', 'Scott Spiegel', 'L. Frank Baum', 'Joel Coen', 'Tom Epperson', 'Michael Chabon', 'Ivan Raimi', 'Simon Moore']]
Predicted Ans:    Alvin Sargent
Predicted Path:   Darkman --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Path (Raw):       Darkman --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.379901
Path Entropy(↓):  1.219285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by magnificent obsession writers release
Start Entity:     Magnificent Obsession
Gold Answer:      [['1954', '1942', '1952', '1938', '1953', '1979', '1937']]
Predicted Ans:    1954
Predicted Path:   Magnificent Obsession --[written_by]--> Lloyd C. Douglas --[(INV) written_by]--> Demetrius and the Gladiators --[release_year]--> 1954
Path (Raw):       Magnificent Obsession --[written_by]--> Lloyd C. Douglas --[(INV) written_by]--> Demetrius and the Gladiators --[release_year]--> 1954
Neg LogProb(↓):   1.478426
Path Entropy(↓):  0.752852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in francois damiens acted films
Start Entity:     François Damiens
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   François Damiens --[(INV) starred_actors]--> The Rabbi's Cat --[in_language]--> French
Path (Raw):       François Damiens --[No Operation]--> François Damiens --[(INV) starred_actors]--> The Rabbi's Cat --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is hit and run in
Start Entity:     Hit and Run
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Hit and Run --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Hit and Run --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.225672
Path Entropy(↓):  4.574217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film state of play
Start Entity:     State of Play
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1935', '1984', '2007', '1998', '2009', '1933', '2010', '2004', '1947', '2014', '1994', '1995', '2001', '1990', '1996', '2002', '1981', '2012', '1922', '2011', '1986', '2013', '1934', '2000', '1997', '2005', '1991', '1999', '1987', '1969', '1958']]
Predicted Ans:    2003
Predicted Path:   State of Play --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Paycheck --[release_year]--> 2003
Path (Raw):       State of Play --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Paycheck --[release_year]--> 2003
Neg LogProb(↓):   1.489371
Path Entropy(↓):  2.755180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of adam salky directed films
Start Entity:     Adam Salky
Gold Answer:      [['David Brind']]
Predicted Ans:    David Brind
Predicted Path:   Adam Salky --[(INV) directed_by]--> Dare --[written_by]--> David Brind
Path (Raw):       Adam Salky --[No Operation]--> Adam Salky --[(INV) directed_by]--> Dare --[written_by]--> David Brind
Neg LogProb(↓):   0.003913
Path Entropy(↓):  0.025555
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by no highway in the sky screenwriters
Start Entity:     No Highway in the Sky
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   No Highway in the Sky --[written_by]--> Nevil Shute --[(INV) written_by]--> On the Beach --[has_genre]--> Drama
Path (Raw):       No Highway in the Sky --[written_by]--> Nevil Shute --[(INV) written_by]--> On the Beach --[has_genre]--> Drama
Neg LogProb(↓):   1.386344
Path Entropy(↓):  1.386805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by james d. r. hickox were released in which years
Start Entity:     James D.R. Hickox
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   James D.R. Hickox --[(INV) directed_by]--> Sabretooth --[release_year]--> 2002
Path (Raw):       James D.R. Hickox --[No Operation]--> James D.R. Hickox --[(INV) directed_by]--> Sabretooth --[release_year]--> 2002
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed evolution
Start Entity:     Evolution
Gold Answer:      [['1998', '1988', '1997', '1990', '1989', '1993', '2006', '2014', '1994', '1979', '1981', '1986', '2011', '1984']]
Predicted Ans:    1984
Predicted Path:   Evolution --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters --[release_year]--> 1984
Path (Raw):       Evolution --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters --[release_year]--> 1984
Neg LogProb(↓):   1.111440
Path Entropy(↓):  2.061072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of mon oncle
Start Entity:     Mon Oncle
Gold Answer:      [['Neil Burger', 'Sylvain Chomet', 'Jacques Tati']]
Predicted Ans:    Jacques Tati
Predicted Path:   Mon Oncle --[written_by]--> Jacques Tati --[(INV) written_by]--> Parade --[directed_by]--> Jacques Tati
Path (Raw):       Mon Oncle --[written_by]--> Jacques Tati --[(INV) written_by]--> Parade --[directed_by]--> Jacques Tati
Neg LogProb(↓):   0.289136
Path Entropy(↓):  0.894781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for magic in the water
Start Entity:     Magic in the Water
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Magic in the Water --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       Magic in the Water --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   0.229456
Path Entropy(↓):  0.615186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of all night long
Start Entity:     All Night Long
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   All Night Long --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Sapphire --[in_language]--> English
Path (Raw):       All Night Long --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Sapphire --[in_language]--> English
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film amour were in which genres
Start Entity:     Amour
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Amour --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[has_genre]--> Drama
Path (Raw):       Amour --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[has_genre]--> Drama
Neg LogProb(↓):   0.205133
Path Entropy(↓):  0.677364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the piano actors release
Start Entity:     The Piano
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1967', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '1937', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '2005', '1991', '1999', '1987', '1986', '1952']]
Predicted Ans:    2001
Predicted Path:   The Piano --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Path (Raw):       The Piano --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Neg LogProb(↓):   1.651006
Path Entropy(↓):  2.619798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by louanne johnson were released in which years
Start Entity:     LouAnne Johnson
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   LouAnne Johnson --[(INV) written_by]--> Dangerous Minds --[release_year]--> 1995
Path (Raw):       LouAnne Johnson --[No Operation]--> LouAnne Johnson --[(INV) written_by]--> Dangerous Minds --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie extasis
Start Entity:     Éxtasis
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Éxtasis --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Éxtasis --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.179710
Path Entropy(↓):  2.172050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie queen of blood
Start Entity:     Queen of Blood
Gold Answer:      [['1980', '1946', '1954', '1944', '2008', '1959', '1993', '1936', '2006', '1935', '1974', '1984', '1977', '1939', '2009', '1951', '2010', '2004', '1982', '1973', '1994', '1956', '1943', '1983', '1995', '2001', '1990', '1989', '1942', '1938', '1996', '1940', '2002', '1961', '1955', '1986', '1978', '1964', '1975', '2000', '1966', '2005', '1991', '1965', '1945', '1987', '1969', '1937', '1958', '1930']]
Predicted Ans:    1940
Predicted Path:   Queen of Blood --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[release_year]--> 1940
Path (Raw):       Queen of Blood --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[release_year]--> 1940
Neg LogProb(↓):   1.993773
Path Entropy(↓):  2.558626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by andy devine
Start Entity:     Andy Devine
Gold Answer:      [['John Ford', 'Theodore Reed', 'Gordon Douglas']]
Predicted Ans:    John Ford
Predicted Path:   Andy Devine --[(INV) starred_actors]--> Stagecoach --[directed_by]--> John Ford
Path (Raw):       Andy Devine --[No Operation]--> Andy Devine --[(INV) starred_actors]--> Stagecoach --[directed_by]--> John Ford
Neg LogProb(↓):   0.214131
Path Entropy(↓):  0.573555
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by john lafia
Start Entity:     John Lafia
Gold Answer:      [['Tom Holland']]
Predicted Ans:    John Lafia
Predicted Path:   John Lafia --[(INV) directed_by]--> Man's Best Friend --[directed_by]--> John Lafia
Path (Raw):       John Lafia --[No Operation]--> John Lafia --[(INV) directed_by]--> Man's Best Friend --[directed_by]--> John Lafia
Neg LogProb(↓):   0.445110
Path Entropy(↓):  0.859543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by emmanuel's gift actors
Start Entity:     Emmanuel's Gift
Gold Answer:      [['Toni Morrison', 'Alice Walker']]
Predicted Ans:    Alice Walker
Predicted Path:   Emmanuel's Gift --[starred_actors]--> Oprah Winfrey --[(INV) starred_actors]--> The Color Purple --[written_by]--> Alice Walker
Path (Raw):       Emmanuel's Gift --[starred_actors]--> Oprah Winfrey --[(INV) starred_actors]--> The Color Purple --[written_by]--> Alice Walker
Neg LogProb(↓):   0.000155
Path Entropy(↓):  0.001628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of good neighbors is also the director of which movies
Start Entity:     Good Neighbors
Gold Answer:      [['The Trotsky']]
Predicted Ans:    Good Neighbors
Predicted Path:   Good Neighbors --[directed_by]--> Jacob Tierney --[(INV) directed_by]--> Good Neighbors
Path (Raw):       Good Neighbors --[directed_by]--> Jacob Tierney --[(INV) directed_by]--> Good Neighbors --[No Operation]--> Good Neighbors
Neg LogProb(↓):   0.028672
Path Entropy(↓):  0.136540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was miles brandman the director of
Start Entity:     Miles Brandman
Gold Answer:      [['Sex and Breakfast']]
Predicted Ans:    Sex and Breakfast
Predicted Path:   Miles Brandman --[(INV) directed_by]--> Sex and Breakfast --[directed_by]--> Miles Brandman --[(INV) directed_by]--> Sex and Breakfast
Path (Raw):       Miles Brandman --[(INV) directed_by]--> Sex and Breakfast --[directed_by]--> Miles Brandman --[(INV) directed_by]--> Sex and Breakfast
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000091
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie being there
Start Entity:     Being There
Gold Answer:      [['1980', '1970', '1946', '2003', '1959', '1993', '1936', '2006', '1967', '1935', '1979', '1941', '1974', '1984', '1977', '2007', '1968', '1963', '1998', '1939', '1933', '2004', '1982', '1947', '1932', '1994', '1983', '1976', '1972', '1971', '1990', '2001', '1940', '1938', '1996', '1981', '1961', '2012', '2011', '1955', '1962', '1978', '1964', '1949', '1975', '2000', '1966', '1960', '2005', '1952', '1969', '1937', '1958']]
Predicted Ans:    1963
Predicted Path:   Being There --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Hud --[release_year]--> 1963
Path (Raw):       Being There --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Hud --[release_year]--> 1963
Neg LogProb(↓):   2.184142
Path Entropy(↓):  2.712417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by jemaine clement
Start Entity:     Jemaine Clement
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Jemaine Clement --[(INV) starred_actors]--> What We Do in the Shadows --[release_year]--> 2014
Path (Raw):       Jemaine Clement --[No Operation]--> Jemaine Clement --[(INV) starred_actors]--> What We Do in the Shadows --[release_year]--> 2014
Neg LogProb(↓):   0.007524
Path Entropy(↓):  0.049728
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film cherry was directed by who
Start Entity:     Cherry
Gold Answer:      [['Jeffrey Fine']]
Predicted Ans:    Jeffrey Fine
Predicted Path:   Cherry --[directed_by]--> Jeffrey Fine --[(INV) directed_by]--> Cherry --[directed_by]--> Jeffrey Fine
Path (Raw):       Cherry --[directed_by]--> Jeffrey Fine --[(INV) directed_by]--> Cherry --[directed_by]--> Jeffrey Fine
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed charlie's angels
Start Entity:     Charlie's Angels
Gold Answer:      [['2012', '2006', '2014', '2009']]
Predicted Ans:    2014
Predicted Path:   Charlie's Angels --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[release_year]--> 2014
Path (Raw):       Charlie's Angels --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[release_year]--> 2014
Neg LogProb(↓):   0.220047
Path Entropy(↓):  0.752848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film guess who's coming to dinner
Start Entity:     Guess Who's Coming to Dinner
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Guess Who's Coming to Dinner --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Path (Raw):       Guess Who's Coming to Dinner --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Neg LogProb(↓):   2.368541
Path Entropy(↓):  3.498716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by ben livingston release
Start Entity:     Ben Livingston
Gold Answer:      [['2012', '2006', '1963', '1935']]
Predicted Ans:    1963
Predicted Path:   Ben Livingston --[(INV) written_by]--> The Raven --[release_year]--> 1963
Path (Raw):       Ben Livingston --[No Operation]--> Ben Livingston --[(INV) written_by]--> The Raven --[release_year]--> 1963
Neg LogProb(↓):   1.221816
Path Entropy(↓):  1.364128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film warlock
Start Entity:     Warlock
Gold Answer:      [['Abem Finkel', 'Piero Tellini', 'Harvey Weitzman', 'Vittorio de Benedetti', 'Delmer Daves', 'Lamar Trotti', 'Lou Breslow', 'Nikos Kazantzakis', 'Claude Binyon', 'Les Crutchfield', 'Rod Serling', 'Alistair MacLean', 'Alan Rudolph', 'Melville Shavelson', 'Mario Camerini', 'Franco Brusati', 'Arnold Schulman', 'Roy Huggins', 'William Rose', 'Ben Maddow', 'Robert Crichton', 'Daniel Taradash', 'Nunnally Johnson', 'Samuel Fuller', 'Robert Benton', 'Vittorio Nino Novarese', 'Borden Chase', 'Homer', 'Ben Hecht', 'Sam Hellman', 'Gerold Frank', 'Samuel G. Engel', 'Mark Rascovich', 'Arch Oboler', 'Howard Rodman', 'Richard Dougherty', 'John Fowles', 'John Steinbeck', 'Mark Miller', 'Stewart Raffill', 'Michael Andrews', 'Ernest Thompson', 'Pupi Avati', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'Gerald Kersh', 'Helen Gurley Brown', 'Bruce Robinson', 'Bernardo Bertolucci', 'Frank Butler', 'Abraham Polonsky', 'Kenneth Fearing', 'Victor Hugo', 'Graham Greene', 'Leonard Spigelgass', 'Thomas Heggen', 'David Hertz', 'Elizabeth Janeway', 'Lord Byron', 'Percy Bysshe Shelley', 'Abby Mann', 'Joseph L. Mankiewicz', 'Stephen Gaghan', 'Donald S. Sanford', 'Sidney Carroll', 'Laurence Stallings', 'Gordon Chan', 'Joseph Strick', 'Fred Haines', 'Preston Sturges', 'David Newman', 'King Vidor', 'Charles Lederer', 'Eleazar Lipsky', 'Gore Vidal', 'William Gibson', 'Maxwell Anderson', 'Walter D. Edmonds', 'Damon Runyon', 'Sergio Donati', 'Leslie Bohem', 'Sergio Leone', 'John Gay', 'Pär Lagerkvist', 'Ken Kesey', 'Dario Argento', 'Charlotte Armstrong', 'Irving Stone', 'Norman Corwin', 'Leo Tolstoy', 'Will Cook', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Malcolm D. Lee', 'Ivan Goff', 'Ben Roberts', 'James Joyce', 'Don Hartman', 'John Brophy', 'Richard Price', 'John Huston', 'Clements Ripley', 'Emeric Pressburger', 'James Lee Barrett', 'Carl Foreman', 'Madonna', 'Dennis Wheatley', 'Charles Dickens', 'Jim Harrison', 'Walter Van Tilburg Clark', 'Winston Miller', 'Frank S. Nugent', 'Owen Davis', 'James Warner Bellah', 'Mort Lachman', 'James R. Webb', 'Joshua Logan', 'Cesare Zavattini', 'Dalton Trumbo', 'Robert Zemeckis', 'John Lee Hancock', 'Robert Mark Kamen', 'James Poe', 'Alf Sjöberg', 'Jennifer Chambers Lynch', 'Monckton Hoffe']]
Predicted Ans:    Sergio Leone
Predicted Path:   Warlock --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Path (Raw):       Warlock --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Neg LogProb(↓):   1.902562
Path Entropy(↓):  3.454181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the something wicked this way comes director
Start Entity:     Something Wicked This Way Comes
Gold Answer:      [['Richard Maibaum', 'Cyril Hume', 'Owen Davis', 'Neil Paterson', 'Penelope Mortimer', 'Francis Ford Coppola', 'William Archibald', 'Brian Moore', 'Peter Nelson', 'Harold Pinter', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Henry James', 'John Braine']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Something Wicked This Way Comes --[directed_by]--> Jack Clayton --[(INV) directed_by]--> The Great Gatsby --[written_by]--> Francis Ford Coppola
Path (Raw):       Something Wicked This Way Comes --[directed_by]--> Jack Clayton --[(INV) directed_by]--> The Great Gatsby --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.373889
Path Entropy(↓):  1.170752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie moonlight whispers
Start Entity:     Moonlight Whispers
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Moonlight Whispers --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Moonlight Whispers --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   2.795132
Path Entropy(↓):  4.396445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - directors of aleksey popogrebskiy
Start Entity:     Aleksey Popogrebskiy
Gold Answer:      [['Boris Khlebnikov']]
Predicted Ans:    Aleksey Popogrebskiy
Predicted Path:   Aleksey Popogrebskiy --[(INV) directed_by]--> Roads to Koktebel --[directed_by]--> Aleksey Popogrebskiy
Path (Raw):       Aleksey Popogrebskiy --[No Operation]--> Aleksey Popogrebskiy --[(INV) directed_by]--> Roads to Koktebel --[directed_by]--> Aleksey Popogrebskiy
Neg LogProb(↓):   0.249694
Path Entropy(↓):  0.528124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movies acted by cotter smith
Start Entity:     Cotter Smith
Gold Answer:      [['Armand Mastroianni']]
Predicted Ans:    Armand Mastroianni
Predicted Path:   Cotter Smith --[(INV) starred_actors]--> Cameron's Closet --[directed_by]--> Armand Mastroianni
Path (Raw):       Cotter Smith --[No Operation]--> Cotter Smith --[(INV) starred_actors]--> Cameron's Closet --[directed_by]--> Armand Mastroianni
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in 12 years a slave
Start Entity:     12 Years a Slave
Gold Answer:      [['Family', 'Drama', 'Action', 'History', 'Crime']]
Predicted Ans:    Action
Predicted Path:   12 Years a Slave --[starred_actors]--> Chiwetel Ejiofor --[(INV) starred_actors]--> Salt --[has_genre]--> Action
Path (Raw):       12 Years a Slave --[starred_actors]--> Chiwetel Ejiofor --[(INV) starred_actors]--> Salt --[has_genre]--> Action
Neg LogProb(↓):   0.006131
Path Entropy(↓):  0.041377
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for where east is east
Start Entity:     Where East Is East
Gold Answer:      [['Tod Browning']]
Predicted Ans:    Tod Browning
Predicted Path:   Where East Is East --[written_by]--> Tod Browning --[(INV) written_by]--> The Devil-Doll --[written_by]--> Tod Browning
Path (Raw):       Where East Is East --[written_by]--> Tod Browning --[(INV) written_by]--> The Devil-Doll --[written_by]--> Tod Browning
Neg LogProb(↓):   0.411588
Path Entropy(↓):  1.072932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by mark tonderai
Start Entity:     Mark Tonderai
Gold Answer:      [['William Ash', 'Christine Bottomley', 'Johnathon Schaech', 'Gwyneth Paltrow', 'Jessica Lange']]
Predicted Ans:    Jessica Lange
Predicted Path:   Mark Tonderai --[(INV) written_by]--> Hush --[starred_actors]--> Jessica Lange
Path (Raw):       Mark Tonderai --[No Operation]--> Mark Tonderai --[(INV) written_by]--> Hush --[starred_actors]--> Jessica Lange
Neg LogProb(↓):   0.125019
Path Entropy(↓):  0.442557
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote a knight's tale
Start Entity:     A Knight's Tale
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   A Knight's Tale --[written_by]--> Brian Helgeland --[(INV) written_by]--> A Knight's Tale --[has_genre]--> Adventure
Path (Raw):       A Knight's Tale --[written_by]--> Brian Helgeland --[(INV) written_by]--> A Knight's Tale --[has_genre]--> Adventure
Neg LogProb(↓):   0.046957
Path Entropy(↓):  0.260502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by leonid mozgovoy
Start Entity:     Leonid Mozgovoy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Leonid Mozgovoy --[(INV) starred_actors]--> Moloch --[has_genre]--> Drama
Path (Raw):       Leonid Mozgovoy --[No Operation]--> Leonid Mozgovoy --[(INV) starred_actors]--> Moloch --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter evan dunsky co - wrote movies with who
Start Entity:     Evan Dunsky
Gold Answer:      [['Jeffrey Delman', 'John A. Russo', 'Keith Reddin', 'Thomas Rendon']]
Predicted Ans:    Evan Dunsky
Predicted Path:   Evan Dunsky --[(INV) written_by]--> Voodoo Dawn --[written_by]--> Evan Dunsky
Path (Raw):       Evan Dunsky --[No Operation]--> Evan Dunsky --[(INV) written_by]--> Voodoo Dawn --[written_by]--> Evan Dunsky
Neg LogProb(↓):   0.019214
Path Entropy(↓):  0.109764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed song of the exile
Start Entity:     Song of the Exile
Gold Answer:      [['Anita Mui', 'Andy Lau', 'Jacky Cheung']]
Predicted Ans:    Andy Lau
Predicted Path:   Song of the Exile --[directed_by]--> Ann Hui --[(INV) directed_by]--> A Simple Life --[starred_actors]--> Andy Lau
Path (Raw):       Song of the Exile --[directed_by]--> Ann Hui --[(INV) directed_by]--> A Simple Life --[starred_actors]--> Andy Lau
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by matthew barney in
Start Entity:     Matthew Barney
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Matthew Barney --[(INV) written_by]--> Destricted --[has_genre]--> Drama
Path (Raw):       Matthew Barney --[No Operation]--> Matthew Barney --[(INV) written_by]--> Destricted --[has_genre]--> Drama
Neg LogProb(↓):   0.000807
Path Entropy(↓):  0.006552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did stephen geller write
Start Entity:     Stephen Geller
Gold Answer:      [['Pretty Poison', 'Slaughterhouse-Five']]
Predicted Ans:    Pretty Poison
Predicted Path:   Stephen Geller --[(INV) written_by]--> Pretty Poison --[written_by]--> Stephen Geller --[(INV) written_by]--> Pretty Poison
Path (Raw):       Stephen Geller --[(INV) written_by]--> Pretty Poison --[written_by]--> Stephen Geller --[(INV) written_by]--> Pretty Poison
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did jason connery direct
Start Entity:     Jason Connery
Gold Answer:      [['51', "The Devil's Tomb"]]
Predicted Ans:    The Devil's Tomb
Predicted Path:   Jason Connery --[(INV) directed_by]--> The Devil's Tomb --[directed_by]--> Jason Connery --[(INV) directed_by]--> The Devil's Tomb
Path (Raw):       Jason Connery --[(INV) directed_by]--> The Devil's Tomb --[directed_by]--> Jason Connery --[(INV) directed_by]--> The Devil's Tomb
Neg LogProb(↓):   0.208326
Path Entropy(↓):  0.644233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by elvis presley
Start Entity:     Elvis Presley
Gold Answer:      [['Clifford Odets', 'Day Keene', 'Eric Bercovici', 'S.S. Schweitzer', 'Hal Kanter', 'Clair Huffaker', 'Arthur Browne Jr.', 'Allan Weiss', 'Anthony Lawrence', 'Guy Trosper', 'James Lee', 'Harold Robbins', 'Richard Morris', 'Nedrick Young', 'Herbert Baker', 'Terrence McNally']]
Predicted Ans:    Arthur Browne Jr.
Predicted Path:   Elvis Presley --[(INV) starred_actors]--> Clambake --[written_by]--> Arthur Browne Jr.
Path (Raw):       Elvis Presley --[No Operation]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[written_by]--> Arthur Browne Jr.
Neg LogProb(↓):   0.006117
Path Entropy(↓):  0.046265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of a personal journey with martin scorsese through american movies starred who
Start Entity:     A Personal Journey with Martin Scorsese Through American Movies
Gold Answer:      [['Juliette Lewis', 'Asa Butterfield', 'Tom Cruise', 'Chloë Grace Moretz', 'Jim Broadbent', 'Kate Beckinsale', 'Martin Scorsese', 'Jessica Lange', 'Jack Nicholson', 'Robert De Niro', 'Harvey Keitel', 'Gregory Peck', 'Woody Allen', 'Griffin Dunne', 'Ving Rhames', 'Patricia Arquette', 'Frank Vincent', 'Robert Mitchum', 'Nick Nolte', 'Nicolas Cage', 'Willem Dafoe', 'Michelle Pfeiffer', 'The Band', 'Winona Ryder', 'John C. Reilly', 'Jerry Lewis', 'Cathy Moriarty', 'Ellen Burstyn', 'Sacha Baron Cohen', 'Ben Kingsley', 'Mary Elizabeth Mastrantonio', 'Tenzin Thuthob Tsarong', 'Polly Bergen', 'Matt Damon', 'Leonardo DiCaprio', 'Paul Newman', 'Cate Blanchett', 'Elias Koteas', 'Liza Minnelli', 'Ray Liotta', 'Sharon Stone', 'Mia Farrow', 'John Boles', 'John Goodman', 'Mark Wahlberg', 'Lionel Atwill', 'Margot Robbie', 'Rosanna Arquette', 'Matthew McConaughey', 'Helen Shaver', 'Robbie Robertson', 'Irene Dunne', 'Joe Pesci', 'Jonah Hill', 'Christopher Reeve', 'Elia Kazan']]
Predicted Ans:    Robert De Niro
Predicted Path:   A Personal Journey with Martin Scorsese Through American Movies --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Goodfellas --[starred_actors]--> Robert De Niro
Path (Raw):       A Personal Journey with Martin Scorsese Through American Movies --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Goodfellas --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   1.044156
Path Entropy(↓):  1.795210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film blue thunder
Start Entity:     Blue Thunder
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Blue Thunder --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Blue Thunder --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.829103
Path Entropy(↓):  3.236637
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by deborah harry
Start Entity:     Deborah Harry
Gold Answer:      [['Drama']]
Predicted Ans:    james woods
Predicted Path:   Deborah Harry --[(INV) starred_actors]--> Videodrome --[has_tags]--> james woods
Path (Raw):       Deborah Harry --[No Operation]--> Deborah Harry --[(INV) starred_actors]--> Videodrome --[has_tags]--> james woods
Neg LogProb(↓):   0.074708
Path Entropy(↓):  0.263400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of misunderstood
Start Entity:     Misunderstood
Gold Answer:      [['Jerry Schatzberg']]
Predicted Ans:    Jerry Schatzberg
Predicted Path:   Misunderstood --[directed_by]--> Jerry Schatzberg --[(INV) directed_by]--> Street Smart --[directed_by]--> Jerry Schatzberg
Path (Raw):       Misunderstood --[directed_by]--> Jerry Schatzberg --[(INV) directed_by]--> Street Smart --[directed_by]--> Jerry Schatzberg
Neg LogProb(↓):   0.092890
Path Entropy(↓):  0.321498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of a night in casablanca
Start Entity:     A Night in Casablanca
Gold Answer:      [['The Doorway to Hell', 'Angel on My Shoulder', "It's Love I'm After", 'Black Legion', 'Moontide', 'Crash Dive', 'Svengali', 'Bordertown', 'Four Sons']]
Predicted Ans:    Bordertown
Predicted Path:   A Night in Casablanca --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Bordertown
Path (Raw):       A Night in Casablanca --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Bordertown --[No Operation]--> Bordertown
Neg LogProb(↓):   0.933699
Path Entropy(↓):  1.452073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the oak
Start Entity:     The Oak
Gold Answer:      [['An Unforgettable Summer']]
Predicted Ans:    The Oak
Predicted Path:   The Oak --[directed_by]--> Lucian Pintilie --[(INV) directed_by]--> The Oak
Path (Raw):       The Oak --[directed_by]--> Lucian Pintilie --[(INV) directed_by]--> The Oak --[No Operation]--> The Oak
Neg LogProb(↓):   0.030442
Path Entropy(↓):  0.135187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of the movie hero at large
Start Entity:     Hero at Large
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hero at Large --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Hero at Large --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.384756
Path Entropy(↓):  4.489046
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of eye of the needle
Start Entity:     Eye of the Needle
Gold Answer:      [['Invasion of the Body Snatchers', 'Start the Revolution Without Me', 'Backdraft', 'Crackers', 'Shadow Conspiracy', 'Panic', 'The Italian Job', 'Land of the Blind', 'The Best Offer', 'MASH', 'Fallen', 'Instinct', 'Buffy the Vampire Slayer', 'Alex in Wonderland', 'The Eagle', 'A Dry White Season', "Don't Look Now", 'Hollow Point', 'The Puppet Masters', 'The Eagle Has Landed', 'Lost Angels', 'Disclosure', 'Revolution', 'The Day of the Locust', 'Without Limits', 'Path to War', 'The Assignment', 'Wolf', 'An American Haunting', 'Space Cowboys', 'Dracula', 'Lock Up', 'Heaven Help Us', 'Klute', 'Ordinary People', 'Fatal Instinct', 'Fierce People', 'Max Dugan Returns', 'Virus']]
Predicted Ans:    A Dry White Season
Predicted Path:   Eye of the Needle --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season
Path (Raw):       Eye of the Needle --[starred_actors]--> Donald Sutherland --[No Operation]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season
Neg LogProb(↓):   1.072019
Path Entropy(↓):  1.637805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the gamma people
Start Entity:     The Gamma People
Gold Answer:      [['John Gilling']]
Predicted Ans:    John Gilling
Predicted Path:   The Gamma People --[directed_by]--> John Gilling --[(INV) directed_by]--> The Gamma People --[directed_by]--> John Gilling
Path (Raw):       The Gamma People --[directed_by]--> John Gilling --[(INV) directed_by]--> The Gamma People --[directed_by]--> John Gilling
Neg LogProb(↓):   0.637976
Path Entropy(↓):  0.697080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the favor
Start Entity:     The Favor
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   The Favor --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Path (Raw):       The Favor --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Neg LogProb(↓):   2.950114
Path Entropy(↓):  4.286633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by elizabeth berridge
Start Entity:     Elizabeth Berridge
Gold Answer:      [['Tobe Hooper']]
Predicted Ans:    Tobe Hooper
Predicted Path:   Elizabeth Berridge --[(INV) starred_actors]--> The Funhouse --[directed_by]--> Tobe Hooper
Path (Raw):       Elizabeth Berridge --[No Operation]--> Elizabeth Berridge --[(INV) starred_actors]--> The Funhouse --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter peter dickinson co - wrote films with who
Start Entity:     Peter Dickinson
Gold Answer:      [['Gordon R. Dickson']]
Predicted Ans:    Peter Dickinson
Predicted Path:   Peter Dickinson --[(INV) written_by]--> The Flight of Dragons --[written_by]--> Peter Dickinson
Path (Raw):       Peter Dickinson --[No Operation]--> Peter Dickinson --[(INV) written_by]--> The Flight of Dragons --[written_by]--> Peter Dickinson
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies written by bill peet fall under
Start Entity:     Bill Peet
Gold Answer:      [['Drama', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   Bill Peet --[(INV) written_by]--> Sleeping Beauty --[has_genre]--> Drama
Path (Raw):       Bill Peet --[No Operation]--> Bill Peet --[(INV) written_by]--> Sleeping Beauty --[has_genre]--> Drama
Neg LogProb(↓):   0.001937
Path Entropy(↓):  0.014023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of helen of troy
Start Entity:     Helen of Troy
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Julie Andrews', 'Susan Hayward', 'Theodore Bikel', 'Simon Oakland', 'Walter Slezak', 'Keanu Reeves', 'Lawrence Tierney', 'Claire Trevor', 'Hugh Marlowe', 'Andrew McCarthy', 'Julie Harris', 'David Wayne', 'Anthony Hopkins', 'Candice Bergen', 'Richard Basehart', 'William Holden', 'Barbara Stanwyck', 'Russ Tamblyn', 'Fredric March', 'Robert Mitchum', 'Valentina Cortese', 'William Lundigan', 'Paul Douglas', 'Audrey Totter', 'Ruby Dee', 'Bela Lugosi', 'Christopher Plummer', 'Richard Johnson', 'Patricia Neal', 'Kate Reid', 'Lili Taylor', 'Owen Wilson', 'James Cagney', 'Michael Rennie', 'Harry Belafonte', 'Barbara Bel Geddes', 'Shirley MacLaine', 'Liam Neeson', 'Robert Ryan', 'Richard Crenna', 'Claire Bloom', 'Boris Karloff', 'Richard Burton', 'Nastassja Kinski', 'George C. Scott', 'Anthony Franciosa', 'Marsha Mason', 'Arthur Hill', 'Jean Simmons', 'Nick Offerman', 'Jess Weixler', 'Susan Swift', 'Keith Poulson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'Rita Moreno', 'Richard Beymer', 'James Olson']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Helen of Troy --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[starred_actors]--> Christopher Plummer
Path (Raw):       Helen of Troy --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.716477
Path Entropy(↓):  1.567467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote you ain't seen nothin'yet
Start Entity:     You Ain't Seen Nothin' Yet
Gold Answer:      [['Peter Glenville', 'Alain Resnais']]
Predicted Ans:    Alain Resnais
Predicted Path:   You Ain't Seen Nothin' Yet --[written_by]--> Alain Resnais --[(INV) written_by]--> Wild Grass --[directed_by]--> Alain Resnais
Path (Raw):       You Ain't Seen Nothin' Yet --[written_by]--> Alain Resnais --[(INV) written_by]--> Wild Grass --[directed_by]--> Alain Resnais
Neg LogProb(↓):   0.041649
Path Entropy(↓):  0.175897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of flyboys
Start Entity:     Flyboys
Gold Answer:      [['David S. Ward', 'Blake T. Evans', 'Phil Sears']]
Predicted Ans:    Blake T. Evans
Predicted Path:   Flyboys --[written_by]--> Blake T. Evans --[(INV) written_by]--> Flyboys --[written_by]--> Blake T. Evans
Path (Raw):       Flyboys --[written_by]--> Blake T. Evans --[(INV) written_by]--> Flyboys --[written_by]--> Blake T. Evans
Neg LogProb(↓):   0.011679
Path Entropy(↓):  0.078015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by rage actors
Start Entity:     Rage
Gold Answer:      [['David Saperstein', 'William Wharton', 'Franco Zeffirelli', 'Paddy Chayefsky', 'James Goldman', 'John Milius', 'George Gallo', 'Norman Panama', 'Robert Harris', 'Philippe Diaz', 'Larry Brown', 'Laird Koenig', 'Ronald Harwood', 'David Koepp', 'Nicholas Conde', 'Sheldon Keller', 'Russell Hunter', 'Ladislas Farago', 'William Peter Blatty', 'Jason Miller', 'Scott Walker', 'Steve Conrad', 'Ben Hecht', 'Moira Buffini', 'Herman Melville', 'Nelson Gidding', 'Andrew Niccol', 'Ronald F. Maxwell', 'Michael Shaara', 'Jeffrey Price', 'Peter S. Seaman', 'Chris Sanders', 'Jim Kouf', 'Michael Barak', 'James Toback', 'Nedrick Young', 'Joel Sayre', 'Robert Rossen', 'Darryl Ponicsan', 'Mark A.Z. Dippé', 'Todd McFarlane', 'Andrew Bergman', 'Buck Henry', 'Grégory Levasseur', 'Robert Merle', 'Devery Freeman', 'James Lineberger', 'Lawrence B. Marcus', 'John Haase', 'Melvin Frank', 'Neil LaBute', 'Andy Mulligan', 'John Patrick Shanley', 'Franck Khalfoun', 'Nick Thiel', 'Paul F. Edwards', 'Alexandre Aja', 'Sidney Carroll', 'Brad Kaaya', 'Emilio Estevez', 'Paul Lalonde', 'John Patus', 'Jerry B. Jenkins', 'Tim LaHaye', 'Larry Gelbart', 'Ernest Hemingway', 'William Shakespeare', 'John Paxton', 'Peter Viertel', 'George Howe', 'David Lean', 'Bret Michaels', 'Eric Garcia', 'John D. Klorer', 'Oliver Stone', 'Christopher Coppola', 'Nick Vallelonga', 'Allen Rivkin', 'Eleazar Lipsky', 'Charles Lederer', 'Philip K. Dick', 'Bragi F. Schut', 'Ray Bradbury', 'Michael Herr', 'Peter Navarro', 'Wim Wenders', 'Hugh Wilson', 'Francis Ford Coppola', 'Paul Schrader', 'Richard Curtis', 'Cormac Wibberley', 'Marianne Wibberley', 'Joseph Wambaugh', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Paul Morrissey', 'Joseph Minion', 'Aaron Sorkin', 'Terrence Malick', 'John A. Davis', 'John Nickle', 'Brian De Palma', 'John Huston', "John O'Brien", 'Tom Stoppard', 'Edmund H. North', 'William Link', 'Richard Levinson', 'Michael M. Mooney', 'Michael Cohn', 'Charles Dickens', 'Joe Connelly', 'Anthony Shaffer', 'Harold Jacob Smith', 'Jerome Lawrence', 'Patrick Lussier', 'Charlotte Brontë', 'Neil B. Shulman', 'John Houseman', 'Zach Dean', 'Aldous Huxley', 'Guy Owen', 'Robert Zemeckis', 'Bob Gale', 'Robert E. Howard', 'Frank D. Gilroy', 'Robert Mark Kamen', 'Robert Stevenson', 'Mike Figgis', 'José Torres']]
Predicted Ans:    Michael Barak
Predicted Path:   Rage --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Path (Raw):       Rage --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Neg LogProb(↓):   0.539361
Path Entropy(↓):  1.653203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by john cleese released
Start Entity:     John Cleese
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   John Cleese --[(INV) directed_by]--> A Fish Called Wanda --[release_year]--> 1988
Path (Raw):       John Cleese --[No Operation]--> John Cleese --[(INV) directed_by]--> A Fish Called Wanda --[release_year]--> 1988
Neg LogProb(↓):   0.000316
Path Entropy(↓):  0.003259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by geling yan
Start Entity:     Geling Yan
Gold Answer:      [['Ni Ni', 'Christian Bale']]
Predicted Ans:    Christian Bale
Predicted Path:   Geling Yan --[(INV) written_by]--> The Flowers of War --[starred_actors]--> Christian Bale
Path (Raw):       Geling Yan --[No Operation]--> Geling Yan --[(INV) written_by]--> The Flowers of War --[starred_actors]--> Christian Bale
Neg LogProb(↓):   0.012276
Path Entropy(↓):  0.065889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film a streetcar named desire were in which languages
Start Entity:     A Streetcar Named Desire
Gold Answer:      [['French', 'English', 'Hungarian', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   A Streetcar Named Desire --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       A Streetcar Named Desire --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.281291
Path Entropy(↓):  0.866236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Knights, when was it released
Start Entity:     Knights
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Knights --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Knights --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.928841
Path Entropy(↓):  4.524825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hell night are directed by who
Start Entity:     Hell Night
Gold Answer:      [['Walter Hill', 'Danny Steinmann', 'Joe Tornatore', 'Mark L. Lester', 'Bob Logan']]
Predicted Ans:    Walter Hill
Predicted Path:   Hell Night --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Path (Raw):       Hell Night --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.012022
Path Entropy(↓):  0.069756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Lost horizon, when was it released
Start Entity:     Lost Horizon
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Lost Horizon --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Path (Raw):       Lost Horizon --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Neg LogProb(↓):   2.803827
Path Entropy(↓):  4.588426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film storm center
Start Entity:     Storm Center
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Storm Center --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Storm Center --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.417470
Path Entropy(↓):  4.619476
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did robin lee graham write
Start Entity:     Robin Lee Graham
Gold Answer:      [['The Dove']]
Predicted Ans:    The Dove
Predicted Path:   Robin Lee Graham --[(INV) written_by]--> The Dove --[written_by]--> Robin Lee Graham --[(INV) written_by]--> The Dove
Path (Raw):       Robin Lee Graham --[(INV) written_by]--> The Dove --[written_by]--> Robin Lee Graham --[(INV) written_by]--> The Dove
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor chips rafferty appeared in the same movie with who
Start Entity:     Chips Rafferty
Gold Answer:      [['Gary Bond', 'Ricky Nelson', 'Jack Lemmon', 'Donald Pleasence']]
Predicted Ans:    Donald Pleasence
Predicted Path:   Chips Rafferty --[(INV) starred_actors]--> Wake in Fright --[starred_actors]--> Donald Pleasence
Path (Raw):       Chips Rafferty --[No Operation]--> Chips Rafferty --[(INV) starred_actors]--> Wake in Fright --[starred_actors]--> Donald Pleasence
Neg LogProb(↓):   0.007424
Path Entropy(↓):  0.047171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed movies with lisa azuelos
Start Entity:     Lisa Azuelos
Gold Answer:      [['Joe Swanberg']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Lisa Azuelos --[(INV) directed_by]--> LOL --[directed_by]--> Joe Swanberg
Path (Raw):       Lisa Azuelos --[No Operation]--> Lisa Azuelos --[(INV) directed_by]--> LOL --[directed_by]--> Joe Swanberg
Neg LogProb(↓):   0.036915
Path Entropy(↓):  0.157937
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was joe gould's secret written by
Start Entity:     Joe Gould's Secret
Gold Answer:      [['Joseph Mitchell', 'Howard A. Rodman']]
Predicted Ans:    Howard A. Rodman
Predicted Path:   Joe Gould's Secret --[written_by]--> Howard A. Rodman --[(INV) written_by]--> Joe Gould's Secret --[written_by]--> Howard A. Rodman
Path (Raw):       Joe Gould's Secret --[written_by]--> Howard A. Rodman --[(INV) written_by]--> Joe Gould's Secret --[written_by]--> Howard A. Rodman
Neg LogProb(↓):   0.313622
Path Entropy(↓):  0.922539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the assignment
Start Entity:     The Assignment
Gold Answer:      [['Devon Sawa', 'Gregory Smith', 'Lisa Eilbacher', 'Mila Kunis', 'Ron Silver', 'Pierce Brosnan', 'Rupert Graves', 'Roy Dupuis', 'Wesley Snipes', 'Rufus Sewell', 'Anne Archer', 'Jennifer Rubin', 'Peter Weller', 'Ben Cross', 'Peter Stormare']]
Predicted Ans:    Devon Sawa
Predicted Path:   The Assignment --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[starred_actors]--> Devon Sawa
Path (Raw):       The Assignment --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[starred_actors]--> Devon Sawa
Neg LogProb(↓):   0.197580
Path Entropy(↓):  0.668429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with paulette houdyer
Start Entity:     Paulette Houdyer
Gold Answer:      [['Michèle Pétin']]
Predicted Ans:    Paulette Houdyer
Predicted Path:   Paulette Houdyer --[(INV) written_by]--> Murderous Maids --[written_by]--> Paulette Houdyer
Path (Raw):       Paulette Houdyer --[No Operation]--> Paulette Houdyer --[(INV) written_by]--> Murderous Maids --[written_by]--> Paulette Houdyer
Neg LogProb(↓):   0.015936
Path Entropy(↓):  0.081247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the films acted by simon phillips released
Start Entity:     Simon Phillips
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Simon Phillips --[(INV) starred_actors]--> How to Stop Being a Loser --[release_year]--> 2011
Path (Raw):       Simon Phillips --[No Operation]--> Simon Phillips --[(INV) starred_actors]--> How to Stop Being a Loser --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the dream team
Start Entity:     The Dream Team
Gold Answer:      [['Rachel Weisz', 'Daniel Craig', 'Naomi Watts']]
Predicted Ans:    Daniel Craig
Predicted Path:   The Dream Team --[written_by]--> David Loucka --[(INV) written_by]--> Dream House --[starred_actors]--> Daniel Craig
Path (Raw):       The Dream Team --[written_by]--> David Loucka --[(INV) written_by]--> Dream House --[starred_actors]--> Daniel Craig
Neg LogProb(↓):   0.348607
Path Entropy(↓):  0.947407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about iran
Start Entity:     iran
Gold Answer:      [['Argo', 'Children of Heaven', 'Persepolis', 'Circumstance', 'The Iran Job', 'Offside', 'The Color of Paradise', 'About Elly', 'The Past', 'Leila', 'The Stoning of Soraya M.', 'Rosewater', 'A Separation', 'A Girl Walks Home Alone at Night', 'The Wind Will Carry Us', 'The Song of Sparrows', 'House of Sand and Fog']]
Predicted Ans:    Rosewater
Predicted Path:   iran --[(INV) has_tags]--> Rosewater --[has_tags]--> prison --[(INV) has_tags]--> Rosewater
Path (Raw):       iran --[(INV) has_tags]--> Rosewater --[has_tags]--> prison --[(INV) has_tags]--> Rosewater
Neg LogProb(↓):   0.393558
Path Entropy(↓):  0.945588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does radner muratov star in
Start Entity:     Radner Muratov
Gold Answer:      [['Gentlemen of Fortune']]
Predicted Ans:    Gentlemen of Fortune
Predicted Path:   Radner Muratov --[(INV) starred_actors]--> Gentlemen of Fortune --[starred_actors]--> Radner Muratov --[(INV) starred_actors]--> Gentlemen of Fortune
Path (Raw):       Radner Muratov --[(INV) starred_actors]--> Gentlemen of Fortune --[starred_actors]--> Radner Muratov --[(INV) starred_actors]--> Gentlemen of Fortune
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the mourning forest
Start Entity:     The Mourning Forest
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Mourning Forest --[directed_by]--> Naomi Kawase --[(INV) directed_by]--> Shara --[in_language]--> Japanese
Path (Raw):       The Mourning Forest --[directed_by]--> Naomi Kawase --[(INV) directed_by]--> Shara --[in_language]--> Japanese
Neg LogProb(↓):   0.000147
Path Entropy(↓):  0.001444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in black legion
Start Entity:     Black Legion
Gold Answer:      [['1946', '1954', '1944', '2003', '1959', '1936', '1941', '1939', '1951', '2010', '1953', '1947', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1989', '1942', '1940', '1938', '1955', '1978', '1949', '1950', '2005', '1945', '1937', '1930']]
Predicted Ans:    1951
Predicted Path:   Black Legion --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The African Queen --[release_year]--> 1951
Path (Raw):       Black Legion --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The African Queen --[release_year]--> 1951
Neg LogProb(↓):   1.760151
Path Entropy(↓):  2.448953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie mama's boy
Start Entity:     Mama's Boy
Gold Answer:      [['Rob Reiner', 'Chris Buck', 'Jared Hess', 'Jerry Zaks', 'Mark Rydell', 'Woody Allen', 'Diane Keaton', 'Josh Gordon', 'Will Speck', 'Warren Beatty', 'Todd Phillips', 'Michael Lehmann', 'Robert Hamer', 'Callie Khouri', 'Lawrence Kasdan', 'Dennis Dugan', 'Alan Parker', 'Leonard Nimoy', 'Nancy Meyers', 'Hugh Wilson', 'Justin Zackham', 'Vincente Minnelli', 'Garry Marshall', 'Gillian Armstrong', 'Richard Brooks', 'Ash Brannon', 'Thomas Bezucha']]
Predicted Ans:    Lawrence Kasdan
Predicted Path:   Mama's Boy --[starred_actors]--> Diane Keaton --[(INV) starred_actors]--> Darling Companion --[directed_by]--> Lawrence Kasdan
Path (Raw):       Mama's Boy --[starred_actors]--> Diane Keaton --[(INV) starred_actors]--> Darling Companion --[directed_by]--> Lawrence Kasdan
Neg LogProb(↓):   1.074435
Path Entropy(↓):  2.003381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by frank darabont
Start Entity:     Frank Darabont
Gold Answer:      [['Andre Braugher', 'Michael Clarke Duncan', 'Bonnie Hunt', 'Hal Holbrook', 'William Atherton', 'Marcia Gay Harden', 'David Morse', 'Jeffrey DeMunn', 'Tim Matheson', 'Tom Hanks', 'Jennifer Jason Leigh', 'Morgan Freeman', 'Tim Robbins', 'Bob Balaban', 'Laurie Holden', 'Jim Carrey', 'Thomas Jane', 'Hoyt Axton']]
Predicted Ans:    Jim Carrey
Predicted Path:   Frank Darabont --[(INV) directed_by]--> The Majestic --[starred_actors]--> Jim Carrey
Path (Raw):       Frank Darabont --[No Operation]--> Frank Darabont --[(INV) directed_by]--> The Majestic --[starred_actors]--> Jim Carrey
Neg LogProb(↓):   0.019832
Path Entropy(↓):  0.113316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did paul greengrass direct
Start Entity:     Paul Greengrass
Gold Answer:      [['United 93', 'The Theory of Flight', 'The Bourne Supremacy', 'Captain Phillips', 'Bloody Sunday', 'The Bourne Ultimatum', 'Green Zone']]
Predicted Ans:    The Theory of Flight
Predicted Path:   Paul Greengrass --[(INV) directed_by]--> United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight
Path (Raw):       Paul Greengrass --[(INV) directed_by]--> United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight
Neg LogProb(↓):   1.184976
Path Entropy(↓):  2.440927
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the wayward bus
Start Entity:     The Wayward Bus
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Wayward Bus --[written_by]--> John Steinbeck --[(INV) written_by]--> The Wayward Bus --[has_genre]--> Drama
Path (Raw):       The Wayward Bus --[written_by]--> John Steinbeck --[(INV) written_by]--> The Wayward Bus --[has_genre]--> Drama
Neg LogProb(↓):   0.872766
Path Entropy(↓):  1.151320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the fourth state
Start Entity:     The Fourth State
Gold Answer:      [['1998', '1997', '2009', '2008', '2010', '2006', '1981']]
Predicted Ans:    1998
Predicted Path:   The Fourth State --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[release_year]--> 1998
Path (Raw):       The Fourth State --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[release_year]--> 1998
Neg LogProb(↓):   0.158450
Path Entropy(↓):  0.624249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did stephane audran act in
Start Entity:     Stéphane Audran
Gold Answer:      [['Les Biches']]
Predicted Ans:    Les Biches
Predicted Path:   Stéphane Audran --[(INV) starred_actors]--> Les Biches --[starred_actors]--> Stéphane Audran --[(INV) starred_actors]--> Les Biches
Path (Raw):       Stéphane Audran --[(INV) starred_actors]--> Les Biches --[starred_actors]--> Stéphane Audran --[(INV) starred_actors]--> Les Biches
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed godzilla vs. mechagodzilla ii
Start Entity:     Godzilla vs. Mechagodzilla II
Gold Answer:      [['Wataru Mimura', 'Hiroshi Kashiwabara']]
Predicted Ans:    Takao Okawara
Predicted Path:   Godzilla vs. Mechagodzilla II --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Destoroyah --[directed_by]--> Takao Okawara
Path (Raw):       Godzilla vs. Mechagodzilla II --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Destoroyah --[directed_by]--> Takao Okawara
Neg LogProb(↓):   0.557946
Path Entropy(↓):  0.914017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film the chapman report starred which actors
Start Entity:     The Chapman Report
Gold Answer:      [['Efrem Zimbalist Jr.', 'Claire Bloom', 'Shelley Winters', 'Jane Fonda']]
Predicted Ans:    Jane Fonda
Predicted Path:   The Chapman Report --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[starred_actors]--> Jane Fonda
Path (Raw):       The Chapman Report --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[starred_actors]--> Jane Fonda
Neg LogProb(↓):   0.264637
Path Entropy(↓):  0.799145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of empire of the wolves
Start Entity:     Empire of the Wolves
Gold Answer:      [['Kiss of the Dragon']]
Predicted Ans:    Kiss of the Dragon
Predicted Path:   Empire of the Wolves --[directed_by]--> Chris Nahon --[(INV) directed_by]--> Kiss of the Dragon
Path (Raw):       Empire of the Wolves --[directed_by]--> Chris Nahon --[(INV) directed_by]--> Kiss of the Dragon --[No Operation]--> Kiss of the Dragon
Neg LogProb(↓):   0.367946
Path Entropy(↓):  0.855898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of california suite
Start Entity:     California Suite
Gold Answer:      [['Bing Crosby', 'Steve Martin', 'Kenny Wormald', 'Jerry Lacy', 'Robert Klein', 'Greer Garson', 'Madge Evans', 'Chris Sarandon', 'Jessica Harper', 'Nicol Williamson', 'Mikhail Baryshnikov', 'John Cusack', 'James Caan', 'Tom Skerritt', 'Lee Meredith', 'Matthew Broderick', 'Woody Allen', 'Goldie Hawn', 'Dyan Cannon', 'Joan Hackett', 'Edith Fellows', 'Richard Benjamin', 'Julianne Hough', 'Dennis Quaid', 'Dan Dailey', 'Roddy McDowall', 'Robert Donat', 'Kathleen Turner', 'Jason Robards', 'George Burns', 'Jeff Daniels', 'Patricia Heaton', 'James Spader', 'Whoopi Goldberg', 'Anne Bancroft', 'Shirley MacLaine', 'Robert Duvall', 'Quinn Cummings', 'Paul Benedict', 'John Lithgow', 'Walter Matthau', 'Alan Arkin', 'Donald Sutherland', 'Rick Moranis', 'Marsha Mason', 'Betty Grable', 'Omar Sharif', 'Richard Dreyfuss', 'George Segal', 'Bernadette Peters', 'Drew Barrymore', 'James Coburn', 'Joan Cusack', 'Kevin Bacon', 'Andie MacDowell', 'Louis Armstrong', 'Barbra Streisand']]
Predicted Ans:    Walter Matthau
Predicted Path:   California Suite --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Path (Raw):       California Suite --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.890568
Path Entropy(↓):  1.687240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film comes a horseman
Start Entity:     Comes a Horseman
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Comes a Horseman --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Path (Raw):       Comes a Horseman --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Neg LogProb(↓):   2.961386
Path Entropy(↓):  4.208820
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of bloody sunday also wrote which movies
Start Entity:     Bloody Sunday
Gold Answer:      [['United 93']]
Predicted Ans:    United 93
Predicted Path:   Bloody Sunday --[written_by]--> Paul Greengrass --[(INV) written_by]--> United 93
Path (Raw):       Bloody Sunday --[written_by]--> Paul Greengrass --[(INV) written_by]--> United 93 --[No Operation]--> United 93
Neg LogProb(↓):   0.144724
Path Entropy(↓):  0.395298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with woody allen
Start Entity:     Woody Allen
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose']]
Predicted Ans:    Woody Allen
Predicted Path:   Woody Allen --[(INV) written_by]--> September --[written_by]--> Woody Allen
Path (Raw):       Woody Allen --[No Operation]--> Woody Allen --[(INV) written_by]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   0.606294
Path Entropy(↓):  1.794698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of push
Start Entity:     Push
Gold Answer:      [['Rose Byrne', 'Bruce Willis', 'Lucy Liu', 'Paul Bettany', 'Viva Bianca', 'Jonathan LaPaglia', 'Hanna Mangan Lawrence', 'Luke Hemsworth', 'David Thewlis', 'Malcolm McDowell', 'Morgan Freeman', 'Matthew Lillard', 'Diane Kruger', 'Nicol Williamson', 'Ann Bell', 'Josh Hartnett', 'Saffron Burrows']]
Predicted Ans:    Saffron Burrows
Predicted Path:   Push --[directed_by]--> Paul McGuigan --[(INV) directed_by]--> Gangster No. 1 --[starred_actors]--> Saffron Burrows
Path (Raw):       Push --[directed_by]--> Paul McGuigan --[(INV) directed_by]--> Gangster No. 1 --[starred_actors]--> Saffron Burrows
Neg LogProb(↓):   1.009272
Path Entropy(↓):  1.521315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did hugh walpole write
Start Entity:     Hugh Walpole
Gold Answer:      [['David Copperfield', 'Kind Lady']]
Predicted Ans:    Nicholas Nickleby
Predicted Path:   Hugh Walpole --[(INV) written_by]--> David Copperfield --[written_by]--> Charles Dickens --[(INV) written_by]--> Nicholas Nickleby
Path (Raw):       Hugh Walpole --[(INV) written_by]--> David Copperfield --[written_by]--> Charles Dickens --[(INV) written_by]--> Nicholas Nickleby
Neg LogProb(↓):   1.010695
Path Entropy(↓):  1.713909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in farah khan directed films
Start Entity:     Farah Khan
Gold Answer:      [['French', 'Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Farah Khan --[(INV) directed_by]--> Happy New Year --[in_language]--> Hindi
Path (Raw):       Farah Khan --[No Operation]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[in_language]--> Hindi
Neg LogProb(↓):   0.079649
Path Entropy(↓):  0.271253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what dennis the menace is about
Start Entity:     Dennis the Menace
Gold Answer:      [['nick castle']]
Predicted Ans:    nick castle
Predicted Path:   Dennis the Menace --[has_tags]--> nick castle --[(INV) has_tags]--> The Boy Who Could Fly --[has_tags]--> nick castle
Path (Raw):       Dennis the Menace --[has_tags]--> nick castle --[(INV) has_tags]--> The Boy Who Could Fly --[has_tags]--> nick castle
Neg LogProb(↓):   0.196046
Path Entropy(↓):  0.468386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of michael
Start Entity:     Michael
Gold Answer:      [['Sleepless in Seattle', 'Bewitched', 'Lucky Numbers', 'Mixed Nuts', "You've Got Mail", 'This Is My Life']]
Predicted Ans:    Bewitched
Predicted Path:   Michael --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Bewitched
Path (Raw):       Michael --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Bewitched --[No Operation]--> Bewitched
Neg LogProb(↓):   0.284049
Path Entropy(↓):  0.779223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by the fiendish plot of dr. fu manchu writers
Start Entity:     The Fiendish Plot of Dr. Fu Manchu
Gold Answer:      [['Adventure', 'Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Fiendish Plot of Dr. Fu Manchu --[written_by]--> Sax Rohmer --[(INV) written_by]--> The Brides of Fu Manchu --[has_genre]--> Action
Path (Raw):       The Fiendish Plot of Dr. Fu Manchu --[written_by]--> Sax Rohmer --[(INV) written_by]--> The Brides of Fu Manchu --[has_genre]--> Action
Neg LogProb(↓):   0.572581
Path Entropy(↓):  0.818783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was ricou browning the director of
Start Entity:     Ricou Browning
Gold Answer:      [['Hello Down There']]
Predicted Ans:    The Glass Web
Predicted Path:   Ricou Browning --[(INV) directed_by]--> Hello Down There --[directed_by]--> Jack Arnold --[(INV) directed_by]--> The Glass Web
Path (Raw):       Ricou Browning --[(INV) directed_by]--> Hello Down There --[directed_by]--> Jack Arnold --[(INV) directed_by]--> The Glass Web
Neg LogProb(↓):   0.665012
Path Entropy(↓):  1.486357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of the olsen gang on the track also starred in which movies
Start Entity:     The Olsen Gang on the Track
Gold Answer:      [['The Olsen Gang']]
Predicted Ans:    The Olsen Gang
Predicted Path:   The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe --[(INV) starred_actors]--> The Olsen Gang
Path (Raw):       The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe --[No Operation]--> Ove Sprogøe --[(INV) starred_actors]--> The Olsen Gang
Neg LogProb(↓):   0.104406
Path Entropy(↓):  0.323223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the wrestler
Start Entity:     The Wrestler
Gold Answer:      [['The Onion Movie', 'Big Fan']]
Predicted Ans:    The Wrestler
Predicted Path:   The Wrestler --[written_by]--> Robert D. Siegel --[(INV) written_by]--> The Wrestler
Path (Raw):       The Wrestler --[written_by]--> Robert D. Siegel --[(INV) written_by]--> The Wrestler --[No Operation]--> The Wrestler
Neg LogProb(↓):   0.027567
Path Entropy(↓):  0.142506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote aaltra
Start Entity:     Aaltra
Gold Answer:      [['Benoît Delépine']]
Predicted Ans:    Benoît Delépine
Predicted Path:   Aaltra --[written_by]--> Benoît Delépine --[(INV) written_by]--> Mammuth --[directed_by]--> Benoît Delépine
Path (Raw):       Aaltra --[written_by]--> Benoît Delépine --[(INV) written_by]--> Mammuth --[directed_by]--> Benoît Delépine
Neg LogProb(↓):   0.039812
Path Entropy(↓):  0.164857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director richard rich
Start Entity:     Richard Rich
Gold Answer:      [['Mickey Rooney', 'Freddie Jones', 'Susan Sheridan', 'Grant Bardsley', 'Jack Palance', 'Kurt Russell', 'Nigel Hawthorne', 'Pearl Bailey', 'Jack Albertson']]
Predicted Ans:    Nigel Hawthorne
Predicted Path:   Richard Rich --[(INV) directed_by]--> The Black Cauldron --[starred_actors]--> Nigel Hawthorne
Path (Raw):       Richard Rich --[No Operation]--> Richard Rich --[(INV) directed_by]--> The Black Cauldron --[starred_actors]--> Nigel Hawthorne
Neg LogProb(↓):   0.006242
Path Entropy(↓):  0.046212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of ice cold in alex
Start Entity:     Ice Cold in Alex
Gold Answer:      [['Max Ehrlich', 'Nikolai Gogol', 'Helen Deutsch', 'David Lee Henry', 'Robin Estridge', 'Robert Gosnell', 'Norman Aladjem', 'Jeffrey M. Rosenbaum', 'Carl Foreman', 'Gail Morgan Hickman', 'Alistair MacLean', 'Heck Allen', 'Gene Quintano', 'R. Lance Hill', 'John Crowther', 'Mark Twain', 'James R. Silke', 'Robert B. Sherman', 'Richard M. Sherman', 'John D. MacDonald', 'James R. Webb', 'William Roberts']]
Predicted Ans:    Carl Foreman
Predicted Path:   Ice Cold in Alex --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[written_by]--> Carl Foreman
Path (Raw):       Ice Cold in Alex --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[written_by]--> Carl Foreman
Neg LogProb(↓):   1.855606
Path Entropy(↓):  2.565202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of earthquake
Start Entity:     Earthquake
Gold Answer:      [['Francis Ford Coppola', 'Richard Donner', 'Michael Cimino']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Earthquake --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[directed_by]--> Francis Ford Coppola
Path (Raw):       Earthquake --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.000059
Path Entropy(↓):  0.000694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of in the house
Start Entity:     In the House
Gold Answer:      [['Charlotte Rampling', 'Gérard Depardieu', 'Fabrice Luchini', 'Catherine Deneuve', 'Danielle Darrieux', 'Ludivine Sagnier', 'Karin Viard', 'Isabelle Huppert', 'Emmanuelle Béart']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   In the House --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women --[starred_actors]--> Catherine Deneuve
Path (Raw):       In the House --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.739131
Path Entropy(↓):  1.109929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by mario lanza were in which genres
Start Entity:     Mario Lanza
Gold Answer:      [['Musical', 'Music', 'Comedy', 'Biography']]
Predicted Ans:    Comedy
Predicted Path:   Mario Lanza --[(INV) starred_actors]--> Because You're Mine --[has_genre]--> Comedy
Path (Raw):       Mario Lanza --[No Operation]--> Mario Lanza --[(INV) starred_actors]--> Because You're Mine --[has_genre]--> Comedy
Neg LogProb(↓):   0.006799
Path Entropy(↓):  0.047291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film confetti are directed by who
Start Entity:     Confetti
Gold Answer:      [['Gavin Claxton', 'Peter Greenaway', 'Debbie Isitt']]
Predicted Ans:    Gavin Claxton
Predicted Path:   Confetti --[starred_actors]--> Martin Freeman --[(INV) starred_actors]--> The All Together --[directed_by]--> Gavin Claxton
Path (Raw):       Confetti --[starred_actors]--> Martin Freeman --[(INV) starred_actors]--> The All Together --[directed_by]--> Gavin Claxton
Neg LogProb(↓):   0.041929
Path Entropy(↓):  0.177540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of shutter island also wrote which films
Start Entity:     Shutter Island
Gold Answer:      [['The Drop', 'Gone Baby Gone', 'Mystic River']]
Predicted Ans:    Mystic River
Predicted Path:   Shutter Island --[written_by]--> Dennis Lehane --[(INV) written_by]--> Mystic River
Path (Raw):       Shutter Island --[written_by]--> Dennis Lehane --[(INV) written_by]--> Mystic River --[No Operation]--> Mystic River
Neg LogProb(↓):   0.242276
Path Entropy(↓):  0.668895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter clive barker wrote films together with who
Start Entity:     Clive Barker
Gold Answer:      [['Bernard Rose', 'Jeff Buhler', 'Mick Garris', 'Stephen King', 'Anthony DiBlasi']]
Predicted Ans:    Clive Barker
Predicted Path:   Clive Barker --[(INV) written_by]--> Candyman --[written_by]--> Clive Barker
Path (Raw):       Clive Barker --[No Operation]--> Clive Barker --[(INV) written_by]--> Candyman --[written_by]--> Clive Barker
Neg LogProb(↓):   0.236530
Path Entropy(↓):  0.523685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movie did russell p. marleau write the story for
Start Entity:     Russell P. Marleau
Gold Answer:      [['The Curiosity of Chance']]
Predicted Ans:    The Curiosity of Chance
Predicted Path:   Russell P. Marleau --[(INV) written_by]--> The Curiosity of Chance --[written_by]--> Russell P. Marleau --[(INV) written_by]--> The Curiosity of Chance
Path (Raw):       Russell P. Marleau --[(INV) written_by]--> The Curiosity of Chance --[written_by]--> Russell P. Marleau --[(INV) written_by]--> The Curiosity of Chance
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is analyze this about
Start Entity:     Analyze This
Gold Answer:      [['harold ramis', 'gangster', 'psychiatrist', 'comedy', 'robert de niro', 'billy crystal']]
Predicted Ans:    billy crystal
Predicted Path:   Analyze This --[has_tags]--> billy crystal --[(INV) has_tags]--> Forget Paris --[has_tags]--> billy crystal
Path (Raw):       Analyze This --[has_tags]--> billy crystal --[(INV) has_tags]--> Forget Paris --[has_tags]--> billy crystal
Neg LogProb(↓):   0.140283
Path Entropy(↓):  0.470999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by david kato
Start Entity:     David Kato
Gold Answer:      [['Katherine Fairfax Wright']]
Predicted Ans:    Katherine Fairfax Wright
Predicted Path:   David Kato --[(INV) starred_actors]--> Call Me Kuchu --[written_by]--> Katherine Fairfax Wright
Path (Raw):       David Kato --[No Operation]--> David Kato --[(INV) starred_actors]--> Call Me Kuchu --[written_by]--> Katherine Fairfax Wright
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the beekeeper writers release
Start Entity:     The Beekeeper
Gold Answer:      [['2008', '1975', '1984', '1991']]
Predicted Ans:    2008
Predicted Path:   The Beekeeper --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[release_year]--> 2008
Path (Raw):       The Beekeeper --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[release_year]--> 2008
Neg LogProb(↓):   0.504900
Path Entropy(↓):  1.140965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie you can count on me
Start Entity:     You Can Count on Me
Gold Answer:      [['1954', '2008', '2003', '1992', '2006', '1985', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1962', '1988', '2000', '1997', '1975', '2005', '1925', '1999', '1986']]
Predicted Ans:    2005
Predicted Path:   You Can Count on Me --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[release_year]--> 2005
Path (Raw):       You Can Count on Me --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[release_year]--> 2005
Neg LogProb(↓):   1.086896
Path Entropy(↓):  2.332925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a double life are written by who
Start Entity:     A Double Life
Gold Answer:      [['Andrew Solt', 'George Bernard Shaw', 'Don Mankiewicz', 'Ruth Gordon', 'Garson Kanin', 'Hugh Walpole', 'Patrick Hamilton', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Gerald Ayres', 'Franco Zeffirelli', 'Talbot Jennings', 'John Van Druten', 'William Shakespeare', 'William A. Wellman', 'Robert Carson', 'Alan Campbell', 'Dorothy Parker', 'Philip Barry', 'Albert Mannheimer', 'Gene Fowler', 'Adela Rogers St. Johns', 'Ben Markson', 'Hugh Wheeler', 'John Patrick', 'Charles Dickens', 'Lothar Schmidt', 'Sidney Buchman', 'Sonya Levien', 'John Masters', 'Arnold Schulman', 'Irving Wallace', 'Howard Estabrook', 'Edna Ferber', 'Samson Raphaelson', 'Hal Kanter', 'Ivan Moffat', 'Donald Ogden Stewart', 'Herman J. Mankiewicz', 'Noel Langley', 'Robin Swicord', 'Alan Jay Lerner', 'Francis de Croisset', 'Moss Hart', 'Douglas McGrath', 'Jay Presson Allen', 'Vittorio Nino Novarese', 'Louisa May Alcott', 'Sarah Y. Mason', 'Sidney Howard', 'Margaret Mitchell', 'Anita Loos', 'Graham Greene', 'Wyatt Cooper', 'Compton MacKenzie', 'Gene Allen', 'Grant Stuart', 'Marion Parsonnet', 'George S. Kaufman', 'Victor Heerman', 'Vera Caspary', 'Norman Krasna', 'Robert Morley', 'James Hilton', 'Charles Martin', 'Rowland Brown', 'Frances Marion']]
Predicted Ans:    Jane Murfin
Predicted Path:   A Double Life --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women --[written_by]--> Jane Murfin
Path (Raw):       A Double Life --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women --[written_by]--> Jane Murfin
Neg LogProb(↓):   1.928006
Path Entropy(↓):  3.108099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor claudio brook starred together with who
Start Entity:     Claudio Brook
Gold Answer:      [['Silvia Pinal']]
Predicted Ans:    Silvia Pinal
Predicted Path:   Claudio Brook --[(INV) starred_actors]--> Simon of the Desert --[starred_actors]--> Silvia Pinal
Path (Raw):       Claudio Brook --[No Operation]--> Claudio Brook --[(INV) starred_actors]--> Simon of the Desert --[starred_actors]--> Silvia Pinal
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the verdict
Start Entity:     The Verdict
Gold Answer:      [['Aram Avakian', 'Antonia Bird', 'William A. Wellman', 'Lech Majewski', 'Roy Boulting', 'Bernard Knowles', 'Annabel Jankel', 'Rocky Morton', 'Aki Kaurismäki', 'Melville Shavelson', 'Silvio Narizzano', 'Rusty Lemorande', 'Hal Ashby', 'Dominik Moll', 'Elliott Nugent', 'Curtis Bernhardt', 'Robert Benton', 'Vicente Aranda', 'Victor Hanbury', 'Lance Comfort', 'Mutz Greenbaum', 'Jack Conway', 'Albert Lewin', 'Edwin L. Marin', 'Robert M. Young', 'François Ozon', 'Josef von Sternberg', 'J. Lee Thompson', 'Fritz Lang', 'Martin Scorsese', 'Irwin Allen', 'Richard Fleischer', 'Mervyn LeRoy', 'Richard Thorpe', 'Michael Schultz', 'Hans Petter Moland', 'Stanley Kubrick', 'Anthony Mann', 'Michael Powell', 'Dennis Dugan', 'Joe Ranft', 'Terence Young', 'Robert Rossen', 'Alexander Hall', 'Peter Godfrey', 'Richard Brooks', 'Claude Chabrol', 'Ken Hughes', 'Joseph L. Mankiewicz', 'Liliana Cavani', 'Lew Landers', 'Rudolph Maté', 'Henry Levin', 'Gregory Ratoff', 'Woody Allen', 'Carol Reed', 'Rouben Mamoulian', 'Robert Altman', 'Roy Del Ruth', 'Karl Freund', 'Franklin J. Schaffner', 'Vincent Sherman', 'Martin Ritt', 'Michael Curtiz', 'Max Ophüls', 'Leslie Arliss', 'George Roy Hill', 'Douglas Camfield', 'Arnold Laven', 'Joseph Losey', 'Louis Malle', 'Vincente Minnelli', 'Luis Mandoki', 'Alfred Hitchcock', 'Hadi Hajaig', 'Catherine Hardwicke', 'Arthur Penn', 'Sydney Pollack', 'John Lasseter', 'George Cukor', 'Ron Shelton', 'Adrian Lyne', 'John Huston', 'Ted Kotcheff', 'Bob Saget', 'Stuart Rosenberg', 'Menahem Golan', 'Michael Anderson', 'Boris Ingster', 'Jean Negulesco', 'Ulli Lommel', 'Ethan Coen', 'Raoul Walsh', 'John Ford', 'Ken Annakin', 'Nicholas Ray', 'Mark Robson', 'John Boorman', 'Anatole Litvak', 'Jacques Tourneur', 'Marek Kanievska', 'Paul Newman', 'Norman Foster', 'Leo McCarey', 'Robert Zemeckis', 'Stuart Paton', 'Fred Schepisi', 'Roger Corman', 'John Guillermin', 'Robert Florey', 'Dick Richards', 'Peter Lorre', 'James McTeigue']]
Predicted Ans:    Roger Corman
Predicted Path:   The Verdict --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       The Verdict --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.340618
Path Entropy(↓):  2.752574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for american graffiti
Start Entity:     American Graffiti
Gold Answer:      [['George Lucas']]
Predicted Ans:    George Lucas
Predicted Path:   American Graffiti --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[written_by]--> George Lucas
Path (Raw):       American Graffiti --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[written_by]--> George Lucas
Neg LogProb(↓):   1.253619
Path Entropy(↓):  1.980632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed dragon crusaders
Start Entity:     Dragon Crusaders
Gold Answer:      [['1962', '2011', '2013']]
Predicted Ans:    2011
Predicted Path:   Dragon Crusaders --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Sand Sharks --[release_year]--> 2011
Path (Raw):       Dragon Crusaders --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Sand Sharks --[release_year]--> 2011
Neg LogProb(↓):   0.054644
Path Entropy(↓):  0.258909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote absurdistan
Start Entity:     Absurdistan
Gold Answer:      [['Veit Helmer']]
Predicted Ans:    Veit Helmer
Predicted Path:   Absurdistan --[written_by]--> Veit Helmer --[(INV) written_by]--> Absurdistan --[written_by]--> Veit Helmer
Path (Raw):       Absurdistan --[written_by]--> Veit Helmer --[(INV) written_by]--> Absurdistan --[written_by]--> Veit Helmer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of 99 homes also wrote which films
Start Entity:     99 Homes
Gold Answer:      [['Goodbye Solo', 'At Any Price', 'Man Push Cart', 'Plastic Bag', 'Chop Shop']]
Predicted Ans:    99 Homes
Predicted Path:   99 Homes --[written_by]--> Ramin Bahrani --[(INV) written_by]--> 99 Homes
Path (Raw):       99 Homes --[written_by]--> Ramin Bahrani --[(INV) written_by]--> 99 Homes --[No Operation]--> 99 Homes
Neg LogProb(↓):   0.324687
Path Entropy(↓):  0.844276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movie did s. k. lauren write the story for
Start Entity:     S.K. Lauren
Gold Answer:      [['When Ladies Meet', 'Crime and Punishment']]
Predicted Ans:    When Ladies Meet
Predicted Path:   S.K. Lauren --[(INV) written_by]--> When Ladies Meet --[written_by]--> Rachel Crothers --[(INV) written_by]--> When Ladies Meet
Path (Raw):       S.K. Lauren --[(INV) written_by]--> When Ladies Meet --[written_by]--> Rachel Crothers --[(INV) written_by]--> When Ladies Meet
Neg LogProb(↓):   1.419374
Path Entropy(↓):  1.545640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is little white lies in
Start Entity:     Little White Lies
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Little White Lies --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       Little White Lies --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   1.765035
Path Entropy(↓):  2.883672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by kayo hatta
Start Entity:     Kayo Hatta
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Kayo Hatta --[(INV) directed_by]--> Picture Bride --[in_language]--> Japanese
Path (Raw):       Kayo Hatta --[No Operation]--> Kayo Hatta --[(INV) directed_by]--> Picture Bride --[in_language]--> Japanese
Neg LogProb(↓):   0.006346
Path Entropy(↓):  0.038334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed youth of the beast
Start Entity:     Youth of the Beast
Gold Answer:      [['Seijun Suzuki']]
Predicted Ans:    Seijun Suzuki
Predicted Path:   Youth of the Beast --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute --[directed_by]--> Seijun Suzuki
Path (Raw):       Youth of the Beast --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute --[directed_by]--> Seijun Suzuki
Neg LogProb(↓):   0.194038
Path Entropy(↓):  0.712963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter scott silver
Start Entity:     Scott Silver
Gold Answer:      [['Kim Basinger', 'Eminem', 'Omar Epps', 'Claire Danes', 'Giovanni Ribisi', 'Mekhi Phifer', 'Brittany Murphy']]
Predicted Ans:    Brittany Murphy
Predicted Path:   Scott Silver --[(INV) written_by]--> 8 Mile --[starred_actors]--> Brittany Murphy
Path (Raw):       Scott Silver --[No Operation]--> Scott Silver --[(INV) written_by]--> 8 Mile --[starred_actors]--> Brittany Murphy
Neg LogProb(↓):   0.064044
Path Entropy(↓):  0.276731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Irving rapper directed which movies
Start Entity:     Irving Rapper
Gold Answer:      [['Now, Voyager', 'The Adventures of Mark Twain', 'The Christine Jorgensen Story', 'The Glass Menagerie', 'Marjorie Morningstar', "Another Man's Poison", 'Deception', 'One Foot in Heaven']]
Predicted Ans:    Now, Voyager
Predicted Path:   Irving Rapper --[(INV) directed_by]--> Now, Voyager --[directed_by]--> Irving Rapper --[(INV) directed_by]--> Now, Voyager
Path (Raw):       Irving Rapper --[(INV) directed_by]--> Now, Voyager --[directed_by]--> Irving Rapper --[(INV) directed_by]--> Now, Voyager
Neg LogProb(↓):   1.241663
Path Entropy(↓):  2.617650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed born to dance
Start Entity:     Born to Dance
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Musical
Predicted Path:   Born to Dance --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Starlift --[has_genre]--> Musical
Path (Raw):       Born to Dance --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Starlift --[has_genre]--> Musical
Neg LogProb(↓):   1.404232
Path Entropy(↓):  1.568963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by scott reynolds
Start Entity:     Scott Reynolds
Gold Answer:      [['Paolo Rotondo']]
Predicted Ans:    Paolo Rotondo
Predicted Path:   Scott Reynolds --[(INV) directed_by]--> The Ugly --[starred_actors]--> Paolo Rotondo
Path (Raw):       Scott Reynolds --[No Operation]--> Scott Reynolds --[(INV) directed_by]--> The Ugly --[starred_actors]--> Paolo Rotondo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor patrick breen acted together with who
Start Entity:     Patrick Breen
Gold Answer:      [['Alexandra Chando', 'Charlie Hewson', 'Seann William Scott', 'Timm Sharp', 'John B. Crye']]
Predicted Ans:    Patrick Breen
Predicted Path:   Patrick Breen --[(INV) starred_actors]--> Just a Kiss --[starred_actors]--> Patrick Breen
Path (Raw):       Patrick Breen --[No Operation]--> Patrick Breen --[(INV) starred_actors]--> Just a Kiss --[starred_actors]--> Patrick Breen
Neg LogProb(↓):   0.000276
Path Entropy(↓):  0.002745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies written by paul king
Start Entity:     Paul King
Gold Answer:      [['Blake Edwards']]
Predicted Ans:    Paul King
Predicted Path:   Paul King --[(INV) directed_by]--> Bunny and the Bull --[directed_by]--> Paul King
Path (Raw):       Paul King --[No Operation]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[directed_by]--> Paul King
Neg LogProb(↓):   0.388118
Path Entropy(↓):  1.026240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe the movie face / off in a few words
Start Entity:     Face/Off
Gold Answer:      [['nicolas cage', 'john travolta', 'action', 'john woo']]
Predicted Ans:    nicolas cage
Predicted Path:   Face/Off --[has_tags]--> nicolas cage --[(INV) has_tags]--> Left Behind --[has_tags]--> nicolas cage
Path (Raw):       Face/Off --[has_tags]--> nicolas cage --[(INV) has_tags]--> Left Behind --[has_tags]--> nicolas cage
Neg LogProb(↓):   0.336101
Path Entropy(↓):  0.608811
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by virginie ledoyen
Start Entity:     Virginie Ledoyen
Gold Answer:      [['John Hodge', 'Alex Garland', 'Koldo Serra', 'Benoît Jacquot', 'Chantal Thomas', 'Emmanuel Mouret']]
Predicted Ans:    Benoît Jacquot
Predicted Path:   Virginie Ledoyen --[(INV) starred_actors]--> Farewell, My Queen --[written_by]--> Benoît Jacquot
Path (Raw):       Virginie Ledoyen --[No Operation]--> Virginie Ledoyen --[(INV) starred_actors]--> Farewell, My Queen --[written_by]--> Benoît Jacquot
Neg LogProb(↓):   0.469139
Path Entropy(↓):  0.987737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does dexter fletcher appear in
Start Entity:     Dexter Fletcher
Gold Answer:      [['The Rachel Papers', 'Below']]
Predicted Ans:    Below
Predicted Path:   Dexter Fletcher --[(INV) starred_actors]--> Below --[starred_actors]--> Dexter Fletcher --[(INV) starred_actors]--> Below
Path (Raw):       Dexter Fletcher --[(INV) starred_actors]--> Below --[starred_actors]--> Dexter Fletcher --[(INV) starred_actors]--> Below
Neg LogProb(↓):   0.089456
Path Entropy(↓):  0.305531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by henry james
Start Entity:     Henry James
Gold Answer:      [['Peter Bogdanovich', 'Jacques Rivette', 'Iain Softley', 'Agnieszka Holland', 'William Wyler', 'François Truffaut', 'Scott McGehee', 'David Siegel', 'Jack Clayton', 'Tim Fywell', 'Jane Campion', 'James Ivory']]
Predicted Ans:    François Truffaut
Predicted Path:   Henry James --[(INV) written_by]--> The Green Room --[directed_by]--> François Truffaut
Path (Raw):       Henry James --[No Operation]--> Henry James --[(INV) written_by]--> The Green Room --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.102742
Path Entropy(↓):  0.347871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by downhill racer writers
Start Entity:     Downhill Racer
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Downhill Racer --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[in_language]--> Swedish
Path (Raw):       Downhill Racer --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director alan jacobs
Start Entity:     Alan Jacobs
Gold Answer:      [['Virginia Madsen', 'Marcia Gay Harden', 'Alexandra Holden', 'Barbara Bain', 'Forest Whitaker', 'James Coburn']]
Predicted Ans:    Marcia Gay Harden
Predicted Path:   Alan Jacobs --[(INV) directed_by]--> American Gun --[starred_actors]--> Marcia Gay Harden
Path (Raw):       Alan Jacobs --[No Operation]--> Alan Jacobs --[(INV) directed_by]--> American Gun --[starred_actors]--> Marcia Gay Harden
Neg LogProb(↓):   0.495148
Path Entropy(↓):  0.926829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote once upon a time in anatolia
Start Entity:     Once Upon a Time in Anatolia
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Once Upon a Time in Anatolia --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Winter Sleep --[has_genre]--> Drama
Path (Raw):       Once Upon a Time in Anatolia --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Winter Sleep --[has_genre]--> Drama
Neg LogProb(↓):   0.012819
Path Entropy(↓):  0.069770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by john paddy carstairs
Start Entity:     John Paddy Carstairs
Gold Answer:      [['The Saint in London']]
Predicted Ans:    The Saint in London
Predicted Path:   John Paddy Carstairs --[(INV) directed_by]--> The Saint in London --[directed_by]--> John Paddy Carstairs --[(INV) directed_by]--> The Saint in London
Path (Raw):       John Paddy Carstairs --[(INV) directed_by]--> The Saint in London --[directed_by]--> John Paddy Carstairs --[(INV) directed_by]--> The Saint in London
Neg LogProb(↓):   0.002592
Path Entropy(↓):  0.020298
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for mary reilly
Start Entity:     Mary Reilly
Gold Answer:      [['Stephen Frears']]
Predicted Ans:    Stephen Frears
Predicted Path:   Mary Reilly --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[directed_by]--> Stephen Frears
Path (Raw):       Mary Reilly --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[directed_by]--> Stephen Frears
Neg LogProb(↓):   0.343366
Path Entropy(↓):  1.017104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was philippe lioret a writer on
Start Entity:     Philippe Lioret
Gold Answer:      [['Welcome', "Don't Worry, I'm Fine"]]
Predicted Ans:    Welcome
Predicted Path:   Philippe Lioret --[(INV) written_by]--> Welcome --[written_by]--> Philippe Lioret --[(INV) written_by]--> Welcome
Path (Raw):       Philippe Lioret --[(INV) written_by]--> Welcome --[written_by]--> Philippe Lioret --[(INV) written_by]--> Welcome
Neg LogProb(↓):   0.012042
Path Entropy(↓):  0.072316
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the dark knight
Start Entity:     The Dark Knight
Gold Answer:      [['The New World', 'The Weather Man', 'Casanova', 'Flawless', 'Dressed to Kill', 'Dirty Rotten Scoundrels', 'The Fighter', 'Quills', 'Blame It on Rio', 'No Reservations', 'The Man Who Would Be King', 'Gambit', 'Harry and Walter Go to New York', 'Molly', 'Miss Congeniality', 'Rabbit Hole', 'The Black Windmill', 'Harry Brown', 'The Island', 'Children of Men', 'The Statement', 'Too Late the Hero', 'The Muppet Christmas Carol', 'Play Dirty', 'In the Company of Men', 'Half Moon Street', 'Hannah and Her Sisters', 'Harsh Times', 'Funeral in Berlin', 'The Whistle Blower', 'Reign of Fire', 'Empire of the Sun', 'Get Carter', 'I, Frankenstein', 'The Swarm', 'The Italian Job', 'The Magus', 'Love Happens', "A Knight's Tale", 'Olympus Has Fallen', 'The Fourth Protocol', 'Metroland', 'Neverwas', 'Mio in the Land of Faraway', 'The Last Valley', 'Without a Clue', 'Deathtrap', 'Laurel Canyon', 'Alfie', 'The Hand', 'Newsies', 'Possession', 'Shiner', 'Erased', 'The Order', 'Mr. Destiny', 'Batman Begins', 'The Flowers of War', 'Educating Rita', 'American Psycho', 'All the Little Animals', 'Two Hands', 'The Machinist', 'Shaft', 'Meet Bill', 'The Dark Knight Rises', 'Mona Lisa', 'Paycheck', 'Candy', 'The Holcroft Covenant', 'Hurry Sundown', 'The Eagle Has Landed', '10 Things I Hate About You', 'Conversations with Other Women', 'A Shock to the System', 'Sweet Liberty', 'Equilibrium', 'The Patriot', 'Pulp', 'Secondhand Lions', 'American Hustle', 'Suspect Zero', 'The Prestige', 'Swing Kids', 'The Black Dahlia', 'Billion Dollar Brain', 'Ned Kelly', 'The Ipcress File', 'Treasure Island', 'Brokeback Mountain', 'Rescue Dawn', 'On Deadly Ground', 'Beyond the Poseidon Adventure', 'Silver Bears', 'The Romantic Englishwoman', 'Quicksand', 'Thank You for Smoking', 'Terminator Salvation', 'Cars 2', 'The Quiet American', 'Sleuth']]
Predicted Ans:    Possession
Predicted Path:   The Dark Knight --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Path (Raw):       The Dark Knight --[starred_actors]--> Aaron Eckhart --[No Operation]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Neg LogProb(↓):   0.864514
Path Entropy(↓):  1.329159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of everett lewis directed films
Start Entity:     Everett Lewis
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Everett Lewis --[(INV) directed_by]--> Luster --[release_year]--> 2002
Path (Raw):       Everett Lewis --[No Operation]--> Everett Lewis --[(INV) directed_by]--> Luster --[release_year]--> 2002
Neg LogProb(↓):   0.001146
Path Entropy(↓):  0.008902
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Mirage is a film written by this person
Start Entity:     Mirage
Gold Answer:      [['Peter Stone', 'Howard Fast']]
Predicted Ans:    Howard Fast
Predicted Path:   Mirage --[written_by]--> Howard Fast --[(INV) written_by]--> The Crossing --[written_by]--> Howard Fast
Path (Raw):       Mirage --[written_by]--> Howard Fast --[(INV) written_by]--> The Crossing --[written_by]--> Howard Fast
Neg LogProb(↓):   0.002396
Path Entropy(↓):  0.018488
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in angel eyes
Start Entity:     Angel Eyes
Gold Answer:      [['Jeremy Sisto', 'Jennifer Lopez', 'Jim Caviezel']]
Predicted Ans:    Jennifer Lopez
Predicted Path:   Angel Eyes --[starred_actors]--> Jennifer Lopez --[(INV) starred_actors]--> The Wedding Planner --[starred_actors]--> Jennifer Lopez
Path (Raw):       Angel Eyes --[starred_actors]--> Jennifer Lopez --[(INV) starred_actors]--> The Wedding Planner --[starred_actors]--> Jennifer Lopez
Neg LogProb(↓):   0.004254
Path Entropy(↓):  0.030707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by ten writers release
Start Entity:     Ten
Gold Answer:      [['1995', '1997', '1990', '2003', '1992', '1989', '2005', '2010', '1994', '1999', '2012', '1974', '1977']]
Predicted Ans:    1992
Predicted Path:   Ten --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[release_year]--> 1992
Path (Raw):       Ten --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[release_year]--> 1992
Neg LogProb(↓):   0.762857
Path Entropy(↓):  1.482300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jack donohue
Start Entity:     Jack Donohue
Gold Answer:      [['Virna Lisi', 'Ed Wynn', 'Edward Arnold', 'Virginia Karns', 'Ray Bolger', 'Frank Sinatra', 'Tommy Sands', 'Annette Funicello', 'Red Skelton', 'Gloria DeHaven']]
Predicted Ans:    Virna Lisi
Predicted Path:   Jack Donohue --[(INV) directed_by]--> Assault on a Queen --[starred_actors]--> Virna Lisi
Path (Raw):       Jack Donohue --[No Operation]--> Jack Donohue --[(INV) directed_by]--> Assault on a Queen --[starred_actors]--> Virna Lisi
Neg LogProb(↓):   0.459182
Path Entropy(↓):  0.695766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed half nelson
Start Entity:     Half Nelson
Gold Answer:      [['Drama', 'Sport', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Half Nelson --[directed_by]--> Ryan Fleck --[(INV) directed_by]--> Sugar --[has_genre]--> Drama
Path (Raw):       Half Nelson --[directed_by]--> Ryan Fleck --[(INV) directed_by]--> Sugar --[has_genre]--> Drama
Neg LogProb(↓):   0.002816
Path Entropy(↓):  0.020904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was patrick elyas an actor in
Start Entity:     Patrick Elyas
Gold Answer:      [['The Young Black Stallion']]
Predicted Ans:    The Young Black Stallion
Predicted Path:   Patrick Elyas --[(INV) starred_actors]--> The Young Black Stallion --[written_by]--> Walter Farley --[(INV) written_by]--> The Young Black Stallion
Path (Raw):       Patrick Elyas --[(INV) starred_actors]--> The Young Black Stallion --[written_by]--> Walter Farley --[(INV) written_by]--> The Young Black Stallion
Neg LogProb(↓):   0.022131
Path Entropy(↓):  0.118762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for alice in wonderland
Start Entity:     Alice in Wonderland
Gold Answer:      [['Lewis Carroll']]
Predicted Ans:    Lewis Carroll
Predicted Path:   Alice in Wonderland --[written_by]--> Lewis Carroll --[(INV) written_by]--> Alice in Wonderland --[written_by]--> Lewis Carroll
Path (Raw):       Alice in Wonderland --[written_by]--> Lewis Carroll --[(INV) written_by]--> Alice in Wonderland --[written_by]--> Lewis Carroll
Neg LogProb(↓):   5.515900
Path Entropy(↓):  5.635089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what novocaine is about
Start Entity:     Novocaine
Gold Answer:      [['helena bonham carter', 'steve martin']]
Predicted Ans:    steve martin
Predicted Path:   Novocaine --[has_tags]--> steve martin --[(INV) has_tags]--> Novocaine --[has_tags]--> steve martin
Path (Raw):       Novocaine --[has_tags]--> steve martin --[(INV) has_tags]--> Novocaine --[has_tags]--> steve martin
Neg LogProb(↓):   0.007381
Path Entropy(↓):  0.046886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of 200 motels also wrote which movies
Start Entity:     200 Motels
Gold Answer:      [['The Space Movie']]
Predicted Ans:    200 Motels
Predicted Path:   200 Motels --[written_by]--> Tony Palmer --[(INV) written_by]--> 200 Motels
Path (Raw):       200 Motels --[written_by]--> Tony Palmer --[(INV) written_by]--> 200 Motels --[No Operation]--> 200 Motels
Neg LogProb(↓):   0.010109
Path Entropy(↓):  0.057725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies directed by the director of problem child
Start Entity:     Problem Child
Gold Answer:      [['Sport', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Problem Child --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[has_genre]--> Comedy
Path (Raw):       Problem Child --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[has_genre]--> Comedy
Neg LogProb(↓):   0.504091
Path Entropy(↓):  1.189573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote wild card
Start Entity:     Wild Card
Gold Answer:      [['Louis Jourdan', 'Dustin Hoffman', 'Damian Lewis', 'Clint Eastwood', 'Eileen Heckart', 'Geraldine Chaplin', 'Anthony Hopkins', 'Glenn Close', 'Nanette Newman', 'Michael McKean', 'Chevy Chase', 'Matthew Broderick', 'Burgess Meredith', 'Daryl Hannah', 'Robert Redford', 'Tuesday Weld', 'Jackie Gleason', 'Tim Daly', 'James Garner', 'Penelope Ann Miller', 'Michael Douglas', 'Sam Neill', 'Nicole Kidman', 'Lauren Bacall', 'Rod Steiger', 'Paul Newman', 'Val Kilmer', 'Laurence Olivier', 'Roy Scheider', 'Gene Hackman', 'Jason Lee', 'Laura Linney', 'Bette Midler', 'Lee Remick', 'Peter Masterson', 'Ron Leibman', 'Paul Sand', 'Paula Prentiss', 'Graham Greene', 'William Devane', 'George Segal', 'Ed Harris', 'Steve McQueen', 'Jodie Foster', 'Katharine Ross', 'Mel Gibson', 'Thomas Jane']]
Predicted Ans:    Roy Scheider
Predicted Path:   Wild Card --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man --[starred_actors]--> Roy Scheider
Path (Raw):       Wild Card --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man --[starred_actors]--> Roy Scheider
Neg LogProb(↓):   0.271737
Path Entropy(↓):  0.719216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote girl on a bicycle
Start Entity:     Girl on a Bicycle
Gold Answer:      [['Virginia Madsen', 'Mariel Hemingway', 'Johnny Depp', 'Vincent Spano', 'Marlon Brando', "Peter O'Toole", 'Michael Beach']]
Predicted Ans:    Louise Monot
Predicted Path:   Girl on a Bicycle --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[starred_actors]--> Louise Monot
Path (Raw):       Girl on a Bicycle --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[starred_actors]--> Louise Monot
Neg LogProb(↓):   0.126118
Path Entropy(↓):  0.438028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by shooting gallery actors release
Start Entity:     Shooting Gallery
Gold Answer:      [['1998', '1988', '1978', '1997', '2009', '2008', '2010', '2004', '1996', '1999', '2002', '2012', '2011']]
Predicted Ans:    1999
Predicted Path:   Shooting Gallery --[starred_actors]--> Ving Rhames --[(INV) starred_actors]--> Bringing Out the Dead --[release_year]--> 1999
Path (Raw):       Shooting Gallery --[starred_actors]--> Ving Rhames --[(INV) starred_actors]--> Bringing Out the Dead --[release_year]--> 1999
Neg LogProb(↓):   0.193230
Path Entropy(↓):  0.770543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film roman holiday was directed by who
Start Entity:     Roman Holiday
Gold Answer:      [['William Wyler']]
Predicted Ans:    William Wyler
Predicted Path:   Roman Holiday --[directed_by]--> William Wyler --[(INV) directed_by]--> The Liberation of L.B. Jones --[directed_by]--> William Wyler
Path (Raw):       Roman Holiday --[directed_by]--> William Wyler --[(INV) directed_by]--> The Liberation of L.B. Jones --[directed_by]--> William Wyler
Neg LogProb(↓):   0.762107
Path Entropy(↓):  1.317608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the reaping are directed by who
Start Entity:     The Reaping
Gold Answer:      [['Tony Goldwyn', 'Adam Grossman', 'Phillip Noyce', 'Kimberly Peirce', 'Christopher Cain', 'Christopher Nolan', 'Clint Eastwood', 'Antti Jokinen', 'George C. Wolfe', 'Erik Skjoldbjærg', 'Mira Nair', 'Katja von Garnier', 'Tom Hooper', 'Brian De Palma', 'Victor Fleming', 'Tommy Lee Jones']]
Predicted Ans:    Clint Eastwood
Predicted Path:   The Reaping --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Million Dollar Baby --[directed_by]--> Clint Eastwood
Path (Raw):       The Reaping --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Million Dollar Baby --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   0.595158
Path Entropy(↓):  0.888424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote used cars
Start Entity:     Used Cars
Gold Answer:      [['1978', '1997', '2009', '1990', '1992', '1989', '2004', '1938', '1985', '1999', '1979', '2011', '1984']]
Predicted Ans:    1985
Predicted Path:   Used Cars --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future --[release_year]--> 1985
Path (Raw):       Used Cars --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future --[release_year]--> 1985
Neg LogProb(↓):   0.558091
Path Entropy(↓):  1.194222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film 20, 000 leagues under the sea
Start Entity:     20,000 Leagues Under the Sea
Gold Answer:      [['Stuart Paton']]
Predicted Ans:    Stuart Paton
Predicted Path:   20,000 Leagues Under the Sea --[directed_by]--> Stuart Paton --[(INV) directed_by]--> 20,000 Leagues Under the Sea --[directed_by]--> Stuart Paton
Path (Raw):       20,000 Leagues Under the Sea --[directed_by]--> Stuart Paton --[(INV) directed_by]--> 20,000 Leagues Under the Sea --[directed_by]--> Stuart Paton
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in under the volcano
Start Entity:     Under the Volcano
Gold Answer:      [['Icelandic', 'French', 'English']]
Predicted Ans:    Icelandic
Predicted Path:   Under the Volcano --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Path (Raw):       Under the Volcano --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.006333
Path Entropy(↓):  0.043582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie point break
Start Entity:     Point Break
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '1968', '1998', '1951', '2004', '1982', '1994', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2012', '2013', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1986', '1937']]
Predicted Ans:    2006
Predicted Path:   Point Break --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[release_year]--> 2006
Path (Raw):       Point Break --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[release_year]--> 2006
Neg LogProb(↓):   1.137030
Path Entropy(↓):  1.914455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by a grand day out writers release
Start Entity:     A Grand Day Out
Gold Answer:      [['2008', '1995', '2000', '1993']]
Predicted Ans:    1989
Predicted Path:   A Grand Day Out --[written_by]--> Nick Park --[(INV) written_by]--> A Grand Day Out --[release_year]--> 1989
Path (Raw):       A Grand Day Out --[written_by]--> Nick Park --[(INV) written_by]--> A Grand Day Out --[release_year]--> 1989
Neg LogProb(↓):   0.805201
Path Entropy(↓):  1.259617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was see you tomorrow, everyone written by
Start Entity:     See You Tomorrow, Everyone
Gold Answer:      [['Yoshihiro Nakamura']]
Predicted Ans:    Yoshihiro Nakamura
Predicted Path:   See You Tomorrow, Everyone --[written_by]--> Yoshihiro Nakamura --[(INV) written_by]--> See You Tomorrow, Everyone --[written_by]--> Yoshihiro Nakamura
Path (Raw):       See You Tomorrow, Everyone --[written_by]--> Yoshihiro Nakamura --[(INV) written_by]--> See You Tomorrow, Everyone --[written_by]--> Yoshihiro Nakamura
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did christopher lloyd write the story for
Start Entity:     Christopher Lloyd
Gold Answer:      [['Flushed Away']]
Predicted Ans:    Flushed Away
Predicted Path:   Christopher Lloyd --[(INV) written_by]--> Flushed Away --[written_by]--> Joe Keenan --[(INV) written_by]--> Flushed Away
Path (Raw):       Christopher Lloyd --[(INV) written_by]--> Flushed Away --[written_by]--> Joe Keenan --[(INV) written_by]--> Flushed Away
Neg LogProb(↓):   0.006351
Path Entropy(↓):  0.045521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by christopher macbride
Start Entity:     Christopher MacBride
Gold Answer:      [['The Conspiracy']]
Predicted Ans:    The Conspiracy
Predicted Path:   Christopher MacBride --[(INV) directed_by]--> The Conspiracy --[directed_by]--> Christopher MacBride --[(INV) directed_by]--> The Conspiracy
Path (Raw):       Christopher MacBride --[(INV) directed_by]--> The Conspiracy --[directed_by]--> Christopher MacBride --[(INV) directed_by]--> The Conspiracy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie road to zanzibar were in which languages
Start Entity:     Road to Zanzibar
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Road to Zanzibar --[written_by]--> Frank Butler --[(INV) written_by]--> Wake Island --[in_language]--> Japanese
Path (Raw):       Road to Zanzibar --[written_by]--> Frank Butler --[(INV) written_by]--> Wake Island --[in_language]--> Japanese
Neg LogProb(↓):   0.002481
Path Entropy(↓):  0.017413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of children of men
Start Entity:     Children of Men
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Children of Men --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Children of Men --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.982823
Path Entropy(↓):  4.638406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote rio grande
Start Entity:     Rio Grande
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Western
Predicted Path:   Rio Grande --[written_by]--> James Warner Bellah --[(INV) written_by]--> Fort Apache --[has_genre]--> Western
Path (Raw):       Rio Grande --[written_by]--> James Warner Bellah --[(INV) written_by]--> Fort Apache --[has_genre]--> Western
Neg LogProb(↓):   0.830023
Path Entropy(↓):  1.430536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of all the fine young cannibals also wrote which films
Start Entity:     All the Fine Young Cannibals
Gold Answer:      [['Kitty']]
Predicted Ans:    Kitty
Predicted Path:   All the Fine Young Cannibals --[written_by]--> Rosamond Marshall --[(INV) written_by]--> Kitty
Path (Raw):       All the Fine Young Cannibals --[written_by]--> Rosamond Marshall --[(INV) written_by]--> Kitty --[No Operation]--> Kitty
Neg LogProb(↓):   0.000472
Path Entropy(↓):  0.004088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by gary k. wolf
Start Entity:     Gary K. Wolf
Gold Answer:      [['Joanna Cassidy', 'Charles Fleischer', 'Christopher Lloyd', 'Bob Hoskins']]
Predicted Ans:    Bob Hoskins
Predicted Path:   Gary K. Wolf --[(INV) written_by]--> Who Framed Roger Rabbit --[starred_actors]--> Bob Hoskins
Path (Raw):       Gary K. Wolf --[No Operation]--> Gary K. Wolf --[(INV) written_by]--> Who Framed Roger Rabbit --[starred_actors]--> Bob Hoskins
Neg LogProb(↓):   0.001291
Path Entropy(↓):  0.009949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of margo johns
Start Entity:     Margo Johns
Gold Answer:      [['Michael Gough']]
Predicted Ans:    Margo Johns
Predicted Path:   Margo Johns --[(INV) starred_actors]--> Konga --[starred_actors]--> Margo Johns
Path (Raw):       Margo Johns --[No Operation]--> Margo Johns --[(INV) starred_actors]--> Konga --[starred_actors]--> Margo Johns
Neg LogProb(↓):   0.000180
Path Entropy(↓):  0.001729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by the writer of malena
Start Entity:     Malèna
Gold Answer:      [['Donald Sutherland', 'Pruitt Taylor Vince', 'Geoffrey Rush', 'Eli Wallach', 'Gérard Depardieu', 'Roman Polanski', 'Tim Roth', 'Clint Eastwood', 'Lee Van Cleef', 'Drew Barrymore', 'Kate Beckinsale', 'John Phillip Law', 'Sam Rockwell', 'Robert De Niro', 'Sergio Castellitto', 'Sylvia Hoeks', 'Jim Sturgess']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   Malèna --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> A Pure Formality --[starred_actors]--> Gérard Depardieu
Path (Raw):       Malèna --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> A Pure Formality --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   1.097783
Path Entropy(↓):  1.787007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director peyton reed
Start Entity:     Peyton Reed
Gold Answer:      [['Jennifer Aniston', 'Vince Vaughn', 'Eliza Dushku', 'Ewan McGregor', 'Jim Carrey', 'Renée Zellweger', 'Kirsten Dunst']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Peyton Reed --[(INV) directed_by]--> The Break-Up --[starred_actors]--> Jennifer Aniston
Path (Raw):       Peyton Reed --[No Operation]--> Peyton Reed --[(INV) directed_by]--> The Break-Up --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.655272
Path Entropy(↓):  0.801448
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the devil at 4 o'clock
Start Entity:     The Devil at 4 O'Clock
Gold Answer:      [['Peter Yates', 'Carol Reed', 'Félix Enríquez Alcalá', 'Henry Hathaway', 'Robert Parrish']]
Predicted Ans:    Peter Yates
Predicted Path:   The Devil at 4 O'Clock --[written_by]--> Max Catto --[(INV) written_by]--> Murphy's War --[directed_by]--> Peter Yates
Path (Raw):       The Devil at 4 O'Clock --[written_by]--> Max Catto --[(INV) written_by]--> Murphy's War --[directed_by]--> Peter Yates
Neg LogProb(↓):   0.170113
Path Entropy(↓):  0.554141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the walk like a man director release
Start Entity:     Walk Like a Man
Gold Answer:      [['1968', '1954', '1950', '1960', '1959', '1973', '1965', '1979', '1955']]
Predicted Ans:    1965
Predicted Path:   Walk Like a Man --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Strange Bedfellows --[release_year]--> 1965
Path (Raw):       Walk Like a Man --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Strange Bedfellows --[release_year]--> 1965
Neg LogProb(↓):   1.296345
Path Entropy(↓):  1.929950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter michele alexander
Start Entity:     Michele Alexander
Gold Answer:      [['Kate Hudson', 'Matthew McConaughey']]
Predicted Ans:    Kate Hudson
Predicted Path:   Michele Alexander --[(INV) written_by]--> How to Lose a Guy in 10 Days --[starred_actors]--> Kate Hudson
Path (Raw):       Michele Alexander --[No Operation]--> Michele Alexander --[(INV) written_by]--> How to Lose a Guy in 10 Days --[starred_actors]--> Kate Hudson
Neg LogProb(↓):   0.100845
Path Entropy(↓):  0.316041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter sabina murray
Start Entity:     Sabina Murray
Gold Answer:      [['Nick Nolte', 'Bai Ling', 'Damien Nguyen']]
Predicted Ans:    Nick Nolte
Predicted Path:   Sabina Murray --[(INV) written_by]--> The Beautiful Country --[starred_actors]--> Nick Nolte
Path (Raw):       Sabina Murray --[No Operation]--> Sabina Murray --[(INV) written_by]--> The Beautiful Country --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.000227
Path Entropy(↓):  0.002290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by ethan juan
Start Entity:     Ethan Juan
Gold Answer:      [['Doze Niu']]
Predicted Ans:    Doze Niu
Predicted Path:   Ethan Juan --[(INV) starred_actors]--> Monga --[directed_by]--> Doze Niu
Path (Raw):       Ethan Juan --[No Operation]--> Ethan Juan --[(INV) starred_actors]--> Monga --[directed_by]--> Doze Niu
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with julian kemp
Start Entity:     Julian Kemp
Gold Answer:      [['Alain de Botton']]
Predicted Ans:    Julian Kemp
Predicted Path:   Julian Kemp --[(INV) written_by]--> My Last Five Girlfriends --[written_by]--> Julian Kemp
Path (Raw):       Julian Kemp --[No Operation]--> Julian Kemp --[(INV) written_by]--> My Last Five Girlfriends --[written_by]--> Julian Kemp
Neg LogProb(↓):   0.109427
Path Entropy(↓):  0.333034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of eddie redmayne
Start Entity:     Eddie Redmayne
Gold Answer:      [['Sean Bean', 'Kristen Stewart', 'Michelle Williams', 'Kenneth Branagh', 'William Hurt', 'Maria Bello', 'Felicity Jones', 'Julia Ormond']]
Predicted Ans:    Sean Bean
Predicted Path:   Eddie Redmayne --[(INV) starred_actors]--> Black Death --[starred_actors]--> Sean Bean
Path (Raw):       Eddie Redmayne --[No Operation]--> Eddie Redmayne --[(INV) starred_actors]--> Black Death --[starred_actors]--> Sean Bean
Neg LogProb(↓):   0.172917
Path Entropy(↓):  0.533654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the banger sisters released
Start Entity:     The Banger Sisters
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   The Banger Sisters --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Path (Raw):       The Banger Sisters --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Neg LogProb(↓):   3.665185
Path Entropy(↓):  4.713697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of invincible also wrote which films
Start Entity:     Invincible
Gold Answer:      [['Woyzeck', 'The Great Ecstasy of Woodcarver Steiner', 'Wings of Hope', 'Stroszek', 'Fitzcarraldo', 'Aguirre, the Wrath of God', 'Land of Silence and Darkness', 'Grizzly Man', 'Signs of Life', 'Ballad of the Little Soldier', 'Lessons of Darkness', 'Cobra Verde', 'Rescue Dawn', 'Little Dieter Needs to Fly', 'Nosferatu the Vampyre', 'Portrait Werner Herzog', 'Heart of Glass', 'Wheel of Time', 'The Wild Blue Yonder', 'The Enigma of Kaspar Hauser', 'Even Dwarfs Started Small', 'Werner Herzog Eats His Shoe', 'Cave of Forgotten Dreams', 'Fata Morgana', 'The White Diamond', 'Encounters at the End of the World']]
Predicted Ans:    Invincible
Predicted Path:   Invincible --[written_by]--> Werner Herzog --[(INV) written_by]--> Invincible
Path (Raw):       Invincible --[written_by]--> Werner Herzog --[(INV) written_by]--> Invincible --[No Operation]--> Invincible
Neg LogProb(↓):   1.336083
Path Entropy(↓):  2.113686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films written by paint your wagon writers release
Start Entity:     Paint Your Wagon
Gold Answer:      [['1976', '1980', '1964', '1971', '1957', '1955', '1956']]
Predicted Ans:    1971
Predicted Path:   Paint Your Wagon --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[release_year]--> 1971
Path (Raw):       Paint Your Wagon --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[release_year]--> 1971
Neg LogProb(↓):   1.035772
Path Entropy(↓):  1.478760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by ferdinando baldi
Start Entity:     Ferdinando Baldi
Gold Answer:      [['Ringo Starr', 'Ana Obregón', 'Tony Anthony', 'Victoria Abril', 'Gene Quintano']]
Predicted Ans:    Gene Quintano
Predicted Path:   Ferdinando Baldi --[(INV) directed_by]--> Comin' at Ya! --[starred_actors]--> Gene Quintano
Path (Raw):       Ferdinando Baldi --[No Operation]--> Ferdinando Baldi --[(INV) directed_by]--> Comin' at Ya! --[starred_actors]--> Gene Quintano
Neg LogProb(↓):   0.275928
Path Entropy(↓):  0.721124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film eat drink man woman
Start Entity:     Eat Drink Man Woman
Gold Answer:      [['Ang Lee']]
Predicted Ans:    Ang Lee
Predicted Path:   Eat Drink Man Woman --[written_by]--> Ang Lee --[(INV) written_by]--> The Wedding Banquet --[written_by]--> Ang Lee
Path (Raw):       Eat Drink Man Woman --[written_by]--> Ang Lee --[(INV) written_by]--> The Wedding Banquet --[written_by]--> Ang Lee
Neg LogProb(↓):   0.000175
Path Entropy(↓):  0.001738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of backdraft also wrote which films
Start Entity:     Backdraft
Gold Answer:      [['The Prophecy', 'Highlander']]
Predicted Ans:    Backdraft
Predicted Path:   Backdraft --[written_by]--> Gregory Widen --[(INV) written_by]--> Backdraft
Path (Raw):       Backdraft --[written_by]--> Gregory Widen --[(INV) written_by]--> Backdraft --[No Operation]--> Backdraft
Neg LogProb(↓):   0.193832
Path Entropy(↓):  0.538256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe drifting clouds
Start Entity:     Drifting Clouds
Gold Answer:      [['finnish', 'aki kaurismäki']]
Predicted Ans:    aki kaurismäki
Predicted Path:   Drifting Clouds --[has_tags]--> aki kaurismäki --[(INV) has_tags]--> Calamari Union --[has_tags]--> aki kaurismäki
Path (Raw):       Drifting Clouds --[has_tags]--> aki kaurismäki --[(INV) has_tags]--> Calamari Union --[has_tags]--> aki kaurismäki
Neg LogProb(↓):   0.017558
Path Entropy(↓):  0.095842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie the bride wore black were in which languages
Start Entity:     The Bride Wore Black
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   The Bride Wore Black --[written_by]--> François Truffaut --[(INV) written_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       The Bride Wore Black --[written_by]--> François Truffaut --[(INV) written_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   1.004921
Path Entropy(↓):  1.406870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film on a clear day are directed by who
Start Entity:     On a Clear Day
Gold Answer:      [['Guy Jenkin', 'Paddy Considine', 'Clive Gordon', 'Rachid Bouchareb', 'Phillip Noyce', 'Robert Redford', 'Nicolas Cage', 'Ivan Engler', 'John Crowley', 'Ken Loach', 'Nigel Cole', 'Alf Sjöberg', 'Craig Viveiros', 'Steven Spielberg', 'Mike Figgis']]
Predicted Ans:    Guy Jenkin
Predicted Path:   On a Clear Day --[starred_actors]--> Brenda Blethyn --[(INV) starred_actors]--> The Sleeping Dictionary --[directed_by]--> Guy Jenkin
Path (Raw):       On a Clear Day --[starred_actors]--> Brenda Blethyn --[(INV) starred_actors]--> The Sleeping Dictionary --[directed_by]--> Guy Jenkin
Neg LogProb(↓):   0.294986
Path Entropy(↓):  0.840751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in george peppard starred movies
Start Entity:     George Peppard
Gold Answer:      [['Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   George Peppard --[(INV) starred_actors]--> Tobruk --[in_language]--> Italian
Path (Raw):       George Peppard --[No Operation]--> George Peppard --[(INV) starred_actors]--> Tobruk --[in_language]--> Italian
Neg LogProb(↓):   0.003477
Path Entropy(↓):  0.023138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with sarah douglas
Start Entity:     Sarah Douglas
Gold Answer:      [['Louis Jourdan', 'Heather Locklear', 'Dick Durock']]
Predicted Ans:    Louis Jourdan
Predicted Path:   Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing --[starred_actors]--> Louis Jourdan
Path (Raw):       Sarah Douglas --[No Operation]--> Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing --[starred_actors]--> Louis Jourdan
Neg LogProb(↓):   0.026590
Path Entropy(↓):  0.127482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films stage door canteen are written by who
Start Entity:     Stage Door Canteen
Gold Answer:      [['Laurence Stallings', 'Edward E. Paramore Jr.', 'Erich Maria Remarque', 'Delmer Daves', 'Ernest Hemingway', 'Benjamin Glazer', 'Waldemar Young', 'Samuel Hoffenstein', 'Austin Strong', 'F. Scott Fitzgerald', 'Edward Rugoff', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Oliver H.P. Garrett', 'Edwin J. Burke', 'Katherine Hilliker', 'H.H. Caldwell', 'Richard Sale', 'Lawrence Hazard', 'Ben Hecht', 'Viña Delmar', 'Michael Gottlieb', 'Lloyd C. Douglas']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Stage Door Canteen --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[written_by]--> Ernest Hemingway
Path (Raw):       Stage Door Canteen --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.079528
Path Entropy(↓):  1.429304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film 1776 starred which actors
Start Entity:     1776
Gold Answer:      [['Ken Howard', 'William Daniels', 'Howard Da Silva']]
Predicted Ans:    Howard Da Silva
Predicted Path:   1776 --[starred_actors]--> Howard Da Silva --[(INV) starred_actors]--> Border Incident --[starred_actors]--> Howard Da Silva
Path (Raw):       1776 --[starred_actors]--> Howard Da Silva --[(INV) starred_actors]--> Border Incident --[starred_actors]--> Howard Da Silva
Neg LogProb(↓):   0.083550
Path Entropy(↓):  0.366712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by baltasar kormakur
Start Entity:     Baltasar Kormákur
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Baltasar Kormákur --[(INV) directed_by]--> Inhale --[has_genre]--> Thriller
Path (Raw):       Baltasar Kormákur --[No Operation]--> Baltasar Kormákur --[(INV) directed_by]--> Inhale --[has_genre]--> Thriller
Neg LogProb(↓):   0.529044
Path Entropy(↓):  0.746573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie love potion no. 9 in a few words
Start Entity:     Love Potion No. 9
Gold Answer:      [['sandra bullock']]
Predicted Ans:    sandra bullock
Predicted Path:   Love Potion No. 9 --[has_tags]--> sandra bullock --[(INV) has_tags]--> Divine Secrets of the Ya-Ya Sisterhood --[has_tags]--> sandra bullock
Path (Raw):       Love Potion No. 9 --[has_tags]--> sandra bullock --[(INV) has_tags]--> Divine Secrets of the Ya-Ya Sisterhood --[has_tags]--> sandra bullock
Neg LogProb(↓):   0.033412
Path Entropy(↓):  0.144755
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film eyes without a face
Start Entity:     Eyes Without a Face
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Eyes Without a Face --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       Eyes Without a Face --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   1.718367
Path Entropy(↓):  3.825756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of little miss marker
Start Entity:     Little Miss Marker
Gold Answer:      [['Damon Runyon', 'Walter Bernstein']]
Predicted Ans:    Walter Bernstein
Predicted Path:   Little Miss Marker --[written_by]--> William R. Lipman --[(INV) written_by]--> Little Miss Marker --[written_by]--> Walter Bernstein
Path (Raw):       Little Miss Marker --[written_by]--> William R. Lipman --[(INV) written_by]--> Little Miss Marker --[written_by]--> Walter Bernstein
Neg LogProb(↓):   0.945184
Path Entropy(↓):  1.375016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie trader horn are directed by who
Start Entity:     Trader Horn
Gold Answer:      [['John Ford', 'James Edward Grant', 'A. Edward Sutherland', 'Henry Hathaway']]
Predicted Ans:    James Edward Grant
Predicted Path:   Trader Horn --[starred_actors]--> Harry Carey --[(INV) starred_actors]--> Angel and the Badman --[directed_by]--> James Edward Grant
Path (Raw):       Trader Horn --[starred_actors]--> Harry Carey --[(INV) starred_actors]--> Angel and the Badman --[directed_by]--> James Edward Grant
Neg LogProb(↓):   0.249657
Path Entropy(↓):  0.545016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of ace in the hole is also the director of which movies
Start Entity:     Ace in the Hole
Gold Answer:      [['Buddy Buddy', 'Sabrina', 'Irma la Douce', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'The Lost Weekend', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'The Seven Year Itch', 'The Spirit of St. Louis', 'Some Like It Hot', 'Avanti!', 'The Major and the Minor', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    The Lost Weekend
Predicted Path:   Ace in the Hole --[directed_by]--> Billy Wilder --[(INV) directed_by]--> The Lost Weekend
Path (Raw):       Ace in the Hole --[directed_by]--> Billy Wilder --[(INV) directed_by]--> The Lost Weekend --[No Operation]--> The Lost Weekend
Neg LogProb(↓):   2.073479
Path Entropy(↓):  2.724094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for 25 watts
Start Entity:     25 Watts
Gold Answer:      [['Pablo Stoll', 'Juan Pablo Rebella']]
Predicted Ans:    Juan Pablo Rebella
Predicted Path:   25 Watts --[written_by]--> Juan Pablo Rebella --[(INV) written_by]--> Whisky --[written_by]--> Juan Pablo Rebella
Path (Raw):       25 Watts --[written_by]--> Juan Pablo Rebella --[(INV) written_by]--> Whisky --[written_by]--> Juan Pablo Rebella
Neg LogProb(↓):   0.095563
Path Entropy(↓):  0.374119
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was gia directed by
Start Entity:     Gia
Gold Answer:      [['Michael Cristofer']]
Predicted Ans:    Michael Cristofer
Predicted Path:   Gia --[directed_by]--> Michael Cristofer --[(INV) directed_by]--> Gia --[directed_by]--> Michael Cristofer
Path (Raw):       Gia --[directed_by]--> Michael Cristofer --[(INV) directed_by]--> Gia --[directed_by]--> Michael Cristofer
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by russell peters were directed by who
Start Entity:     Russell Peters
Gold Answer:      [['Robert Lieberman']]
Predicted Ans:    Robert Lieberman
Predicted Path:   Russell Peters --[(INV) starred_actors]--> Breakaway --[directed_by]--> Robert Lieberman
Path (Raw):       Russell Peters --[No Operation]--> Russell Peters --[(INV) starred_actors]--> Breakaway --[directed_by]--> Robert Lieberman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by ali selim
Start Entity:     Ali Selim
Gold Answer:      [['Will Weaver']]
Predicted Ans:    Will Weaver
Predicted Path:   Ali Selim --[(INV) directed_by]--> Sweet Land --[written_by]--> Will Weaver
Path (Raw):       Ali Selim --[No Operation]--> Ali Selim --[(INV) directed_by]--> Sweet Land --[written_by]--> Will Weaver
Neg LogProb(↓):   0.066832
Path Entropy(↓):  0.247358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by jonathan berman
Start Entity:     Jonathan Berman
Gold Answer:      [['Commune']]
Predicted Ans:    Commune
Predicted Path:   Jonathan Berman --[(INV) directed_by]--> Commune --[directed_by]--> Jonathan Berman --[(INV) directed_by]--> Commune
Path (Raw):       Jonathan Berman --[(INV) directed_by]--> Commune --[directed_by]--> Jonathan Berman --[(INV) directed_by]--> Commune
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in that championship season
Start Entity:     That Championship Season
Gold Answer:      [['1980', '1970', '1946', '1954', '2008', '1992', '1993', '1979', '1974', '1984', '1977', '2007', '1968', '1998', '2009', '1957', '1951', '2010', '1982', '1973', '1947', '2014', '1956', '1983', '1995', '1976', '1948', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '1961', '2012', '1955', '2013', '1962', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '2005', '1952', '1991', '1987', '1969', '1928', '1958']]
Predicted Ans:    1955
Predicted Path:   That Championship Season --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Path (Raw):       That Championship Season --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Neg LogProb(↓):   2.262184
Path Entropy(↓):  3.407633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the cesar director
Start Entity:     César
Gold Answer:      [['Jean Giono', 'Daniel Auteuil', 'Marcel Pagnol']]
Predicted Ans:    Marcel Pagnol
Predicted Path:   César --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[written_by]--> Marcel Pagnol
Path (Raw):       César --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[written_by]--> Marcel Pagnol
Neg LogProb(↓):   0.917568
Path Entropy(↓):  1.233299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by michael frayn
Start Entity:     Michael Frayn
Gold Answer:      [['Christopher Morahan']]
Predicted Ans:    Christopher Morahan
Predicted Path:   Michael Frayn --[(INV) written_by]--> Clockwise --[directed_by]--> Christopher Morahan
Path (Raw):       Michael Frayn --[No Operation]--> Michael Frayn --[(INV) written_by]--> Clockwise --[directed_by]--> Christopher Morahan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie robin hood were in which genres
Start Entity:     Robin Hood
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Robin Hood --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[has_genre]--> Action
Path (Raw):       Robin Hood --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[has_genre]--> Action
Neg LogProb(↓):   0.970175
Path Entropy(↓):  1.732116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter ivor montagu co - wrote movies with who
Start Entity:     Ivor Montagu
Gold Answer:      [['Mary Hayley Bell', 'Walter Meade']]
Predicted Ans:    Mary Hayley Bell
Predicted Path:   Ivor Montagu --[(INV) written_by]--> Scott of the Antarctic --[written_by]--> Mary Hayley Bell
Path (Raw):       Ivor Montagu --[No Operation]--> Ivor Montagu --[(INV) written_by]--> Scott of the Antarctic --[written_by]--> Mary Hayley Bell
Neg LogProb(↓):   0.230952
Path Entropy(↓):  0.640602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the bride with white hair
Start Entity:     The Bride with White Hair
Gold Answer:      [['Don Mancini', 'Ronny Yu', 'Rafael Yglesias']]
Predicted Ans:    Ronny Yu
Predicted Path:   The Bride with White Hair --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Warriors of Virtue --[directed_by]--> Ronny Yu
Path (Raw):       The Bride with White Hair --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Warriors of Virtue --[directed_by]--> Ronny Yu
Neg LogProb(↓):   0.238150
Path Entropy(↓):  0.803170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did jake goldberger write
Start Entity:     Jake Goldberger
Gold Answer:      [['Life of a King', 'Don McKay']]
Predicted Ans:    Don McKay
Predicted Path:   Jake Goldberger --[(INV) written_by]--> Don McKay --[written_by]--> Jake Goldberger --[(INV) written_by]--> Don McKay
Path (Raw):       Jake Goldberger --[(INV) written_by]--> Don McKay --[written_by]--> Jake Goldberger --[(INV) written_by]--> Don McKay
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by jan lustig
Start Entity:     Jan Lustig
Gold Answer:      [['Drama', 'Adventure', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Jan Lustig --[(INV) written_by]--> Torch Song --[has_genre]--> Drama
Path (Raw):       Jan Lustig --[No Operation]--> Jan Lustig --[(INV) written_by]--> Torch Song --[has_genre]--> Drama
Neg LogProb(↓):   0.636021
Path Entropy(↓):  0.818710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did william klein write
Start Entity:     William Klein
Gold Answer:      [['Mr. Freedom']]
Predicted Ans:    Mr. Freedom
Predicted Path:   William Klein --[(INV) written_by]--> Mr. Freedom --[written_by]--> William Klein --[(INV) written_by]--> Mr. Freedom
Path (Raw):       William Klein --[(INV) written_by]--> Mr. Freedom --[written_by]--> William Klein --[(INV) written_by]--> Mr. Freedom
Neg LogProb(↓):   0.000663
Path Entropy(↓):  0.005524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film elling
Start Entity:     Elling
Gold Answer:      [['Ingvar Ambjørnsen']]
Predicted Ans:    Ingvar Ambjørnsen
Predicted Path:   Elling --[written_by]--> Ingvar Ambjørnsen --[(INV) written_by]--> Elling --[written_by]--> Ingvar Ambjørnsen
Path (Raw):       Elling --[written_by]--> Ingvar Ambjørnsen --[(INV) written_by]--> Elling --[written_by]--> Ingvar Ambjørnsen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by malcolm marmorstein
Start Entity:     Malcolm Marmorstein
Gold Answer:      [['Roger Rose', 'Michelle Forbes', 'Adam Ant', 'Kimberly Foster']]
Predicted Ans:    Roger Rose
Predicted Path:   Malcolm Marmorstein --[(INV) directed_by]--> Love Bites --[starred_actors]--> Roger Rose
Path (Raw):       Malcolm Marmorstein --[No Operation]--> Malcolm Marmorstein --[(INV) directed_by]--> Love Bites --[starred_actors]--> Roger Rose
Neg LogProb(↓):   0.085219
Path Entropy(↓):  0.325956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by dick wolf
Start Entity:     Dick Wolf
Gold Answer:      [['Masquerade', "No Man's Land"]]
Predicted Ans:    Masquerade
Predicted Path:   Dick Wolf --[(INV) written_by]--> Masquerade --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade
Path (Raw):       Dick Wolf --[(INV) written_by]--> Masquerade --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade
Neg LogProb(↓):   0.009222
Path Entropy(↓):  0.058120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film torment
Start Entity:     Torment
Gold Answer:      [['Jordan Barker']]
Predicted Ans:    Alf Sjöberg
Predicted Path:   Torment --[directed_by]--> Alf Sjöberg --[(INV) directed_by]--> Barabbas --[directed_by]--> Alf Sjöberg
Path (Raw):       Torment --[directed_by]--> Alf Sjöberg --[(INV) directed_by]--> Barabbas --[directed_by]--> Alf Sjöberg
Neg LogProb(↓):   0.259472
Path Entropy(↓):  0.600740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film the church
Start Entity:     The Church
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   The Church --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Path (Raw):       The Church --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Neg LogProb(↓):   3.142509
Path Entropy(↓):  4.365783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by jonas alexander arnby fall under
Start Entity:     Jonas Alexander Arnby
Gold Answer:      [['Drama', 'Horror', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Jonas Alexander Arnby --[(INV) directed_by]--> When Animals Dream --[has_genre]--> Drama
Path (Raw):       Jonas Alexander Arnby --[No Operation]--> Jonas Alexander Arnby --[(INV) directed_by]--> When Animals Dream --[has_genre]--> Drama
Neg LogProb(↓):   0.245062
Path Entropy(↓):  0.529307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie very good girls
Start Entity:     Very Good Girls
Gold Answer:      [['Deborah Kampmeier', 'Jessie Nelson', 'Mo Ogrodnik', 'Richard Glatzer', 'Cherie Currie', 'Sue Monk Kidd', 'Jonathan Raymond', 'Émile Zola', 'Brian Helgeland', 'Kelly Reichardt', 'Mark Protosevich', 'Garon Tsuchiya', 'Nobuaki Minegishi', 'David Koepp', 'Josh Friedman', 'Charlie Stratton', 'Josh Radnor', 'Lisa Davidowitz', 'Allison Jacobs', 'Julia Dahl', 'Floria Sigismondi', 'Ol Parker', 'Jenny Downham', 'Sean Durkin', 'Kristine Johnson']]
Predicted Ans:    Julia Dahl
Predicted Path:   Very Good Girls --[starred_actors]--> Dakota Fanning --[(INV) starred_actors]--> Uptown Girls --[written_by]--> Julia Dahl
Path (Raw):       Very Good Girls --[starred_actors]--> Dakota Fanning --[(INV) starred_actors]--> Uptown Girls --[written_by]--> Julia Dahl
Neg LogProb(↓):   1.158821
Path Entropy(↓):  1.820032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with california conquest fall under
Start Entity:     California Conquest
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   California Conquest --[starred_actors]--> Teresa Wright --[(INV) starred_actors]--> Mrs. Miniver --[has_genre]--> Drama
Path (Raw):       California Conquest --[starred_actors]--> Teresa Wright --[(INV) starred_actors]--> Mrs. Miniver --[has_genre]--> Drama
Neg LogProb(↓):   0.754938
Path Entropy(↓):  1.222955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in basic
Start Entity:     Basic
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   Basic --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[has_genre]--> Thriller
Path (Raw):       Basic --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[has_genre]--> Thriller
Neg LogProb(↓):   0.195916
Path Entropy(↓):  0.699063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by simon boyes release
Start Entity:     Simon Boyes
Gold Answer:      [['2014', '2009']]
Predicted Ans:    2014
Predicted Path:   Simon Boyes --[(INV) written_by]--> Not Safe for Work --[release_year]--> 2014
Path (Raw):       Simon Boyes --[No Operation]--> Simon Boyes --[(INV) written_by]--> Not Safe for Work --[release_year]--> 2014
Neg LogProb(↓):   0.022454
Path Entropy(↓):  0.106497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with slap shot
Start Entity:     Slap Shot
Gold Answer:      [['Let It Ride', 'Coming Home']]
Predicted Ans:    Let It Ride
Predicted Path:   Slap Shot --[written_by]--> Nancy Dowd --[(INV) written_by]--> Let It Ride
Path (Raw):       Slap Shot --[No Operation]--> Slap Shot --[written_by]--> Nancy Dowd --[(INV) written_by]--> Let It Ride
Neg LogProb(↓):   0.254357
Path Entropy(↓):  0.781417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by elizabeth hunter
Start Entity:     Elizabeth Hunter
Gold Answer:      [['Salim Akil', 'Jonathan Lynn']]
Predicted Ans:    Salim Akil
Predicted Path:   Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[directed_by]--> Salim Akil
Path (Raw):       Elizabeth Hunter --[No Operation]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[directed_by]--> Salim Akil
Neg LogProb(↓):   0.000924
Path Entropy(↓):  0.007373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the burglars was who
Start Entity:     The Burglars
Gold Answer:      [['Henri Verneuil']]
Predicted Ans:    Henri Verneuil
Predicted Path:   The Burglars --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[directed_by]--> Henri Verneuil
Path (Raw):       The Burglars --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[directed_by]--> Henri Verneuil
Neg LogProb(↓):   0.078685
Path Entropy(↓):  0.276419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of john mahoney acted films
Start Entity:     John Mahoney
Gold Answer:      [['Peter Yates']]
Predicted Ans:    Peter Yates
Predicted Path:   John Mahoney --[(INV) starred_actors]--> Suspect --[directed_by]--> Peter Yates
Path (Raw):       John Mahoney --[No Operation]--> John Mahoney --[(INV) starred_actors]--> Suspect --[directed_by]--> Peter Yates
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film being there
Start Entity:     Being There
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Being There --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Being There --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.134143
Path Entropy(↓):  4.358387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about richard dreyfuss
Start Entity:     richard dreyfuss
Gold Answer:      [['The Apprenticeship of Duddy Kravitz', 'What About Bob?', 'W.', 'Leaves of Grass', 'Piranha 3D', "Mr. Holland's Opus", 'Jaws']]
Predicted Ans:    Piranha 3D
Predicted Path:   richard dreyfuss --[(INV) has_tags]--> Piranha 3D --[has_tags]--> jerry o'connell --[(INV) has_tags]--> Piranha 3D
Path (Raw):       richard dreyfuss --[(INV) has_tags]--> Piranha 3D --[has_tags]--> jerry o'connell --[(INV) has_tags]--> Piranha 3D
Neg LogProb(↓):   0.786553
Path Entropy(↓):  1.281171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did aditya datt direct
Start Entity:     Aditya Datt
Gold Answer:      [['Table No. 21']]
Predicted Ans:    Table No. 21
Predicted Path:   Aditya Datt --[(INV) directed_by]--> Table No. 21 --[directed_by]--> Aditya Datt --[(INV) directed_by]--> Table No. 21
Path (Raw):       Aditya Datt --[(INV) directed_by]--> Table No. 21 --[directed_by]--> Aditya Datt --[(INV) directed_by]--> Table No. 21
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of la femme nikita
Start Entity:     La Femme Nikita
Gold Answer:      [['Subway', 'Kiss of the Dragon', 'The Family', 'Arthur and the Invisibles', 'Angel-A', 'Unleashed', 'The Big Blue', 'The Transporter', 'Taxi', 'Lockout', 'Lucy', 'Point of No Return', 'The Extraordinary Adventures of Adèle Blanc-Sec', 'Transporter 2', '3 Days to Kill', 'From Paris with Love', 'The Fifth Element', 'Bandidas', 'Taxi 2', 'Taken 3', 'Wasabi', 'Colombiana', 'Taken', 'Brick Mansions']]
Predicted Ans:    The Fifth Element
Predicted Path:   La Femme Nikita --[written_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element
Path (Raw):       La Femme Nikita --[written_by]--> Luc Besson --[No Operation]--> Luc Besson --[(INV) directed_by]--> The Fifth Element
Neg LogProb(↓):   1.478685
Path Entropy(↓):  2.200232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the young philadelphians
Start Entity:     The Young Philadelphians
Gold Answer:      [['Vincent Sherman']]
Predicted Ans:    Vincent Sherman
Predicted Path:   The Young Philadelphians --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Backfire --[directed_by]--> Vincent Sherman
Path (Raw):       The Young Philadelphians --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Backfire --[directed_by]--> Vincent Sherman
Neg LogProb(↓):   0.161570
Path Entropy(↓):  0.475436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dark command starred which actors
Start Entity:     Dark Command
Gold Answer:      [['Walter Pidgeon', 'Claire Trevor', 'John Wayne', 'Roy Rogers']]
Predicted Ans:    Claire Trevor
Predicted Path:   Dark Command --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> Best of the Badmen --[starred_actors]--> Claire Trevor
Path (Raw):       Dark Command --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> Best of the Badmen --[starred_actors]--> Claire Trevor
Neg LogProb(↓):   0.641276
Path Entropy(↓):  0.795758
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by gerard johnson
Start Entity:     Gerard Johnson
Gold Answer:      [['Peter Ferdinando']]
Predicted Ans:    Peter Ferdinando
Predicted Path:   Gerard Johnson --[(INV) directed_by]--> Tony --[starred_actors]--> Peter Ferdinando
Path (Raw):       Gerard Johnson --[No Operation]--> Gerard Johnson --[(INV) directed_by]--> Tony --[starred_actors]--> Peter Ferdinando
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film spice world
Start Entity:     Spice World
Gold Answer:      [['Bob Spiers']]
Predicted Ans:    Bob Spiers
Predicted Path:   Spice World --[directed_by]--> Bob Spiers --[(INV) directed_by]--> Spice World --[directed_by]--> Bob Spiers
Path (Raw):       Spice World --[directed_by]--> Bob Spiers --[(INV) directed_by]--> Spice World --[directed_by]--> Bob Spiers
Neg LogProb(↓):   0.000156
Path Entropy(↓):  0.001524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the onion field
Start Entity:     The Onion Field
Gold Answer:      [['Harold Becker']]
Predicted Ans:    Harold Becker
Predicted Path:   The Onion Field --[directed_by]--> Harold Becker --[(INV) directed_by]--> The Onion Field --[directed_by]--> Harold Becker
Path (Raw):       The Onion Field --[directed_by]--> Harold Becker --[(INV) directed_by]--> The Onion Field --[directed_by]--> Harold Becker
Neg LogProb(↓):   0.231708
Path Entropy(↓):  0.511439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is envy in
Start Entity:     Envy
Gold Answer:      [['Turkish']]
Predicted Ans:    Turkish
Predicted Path:   Envy --[in_language]--> Turkish --[(INV) in_language]--> The Bandit --[in_language]--> Turkish
Path (Raw):       Envy --[in_language]--> Turkish --[(INV) in_language]--> The Bandit --[in_language]--> Turkish
Neg LogProb(↓):   0.522108
Path Entropy(↓):  1.050311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed trojan eddie
Start Entity:     Trojan Eddie
Gold Answer:      [['Steve Martin', 'Gabriel Byrne', 'David Wenham', 'Kate Winslet', 'Damian Lewis', 'Andy Serkis', 'Iain Robertson', 'Steven Duffy', 'Laura Fraser', 'Aidan Quinn', 'Gary Lewis', 'Molly Parker', 'Jonny Lee Miller', 'Laura Linney', 'Albert Finney', 'Seu Jorge', 'Harry Eden', 'Joseph Fiennes', 'Robin Wright', 'Brian Cox']]
Predicted Ans:    Joseph Fiennes
Predicted Path:   Trojan Eddie --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> The Escapist --[starred_actors]--> Joseph Fiennes
Path (Raw):       Trojan Eddie --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> The Escapist --[starred_actors]--> Joseph Fiennes
Neg LogProb(↓):   0.430550
Path Entropy(↓):  1.034009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about cinerama
Start Entity:     cinerama
Gold Answer:      [['The Wonderful World of the Brothers Grimm', 'How the West Was Won']]
Predicted Ans:    The Wonderful World of the Brothers Grimm
Predicted Path:   cinerama --[(INV) has_tags]--> The Wonderful World of the Brothers Grimm --[has_tags]--> cinerama --[(INV) has_tags]--> The Wonderful World of the Brothers Grimm
Path (Raw):       cinerama --[(INV) has_tags]--> The Wonderful World of the Brothers Grimm --[has_tags]--> cinerama --[(INV) has_tags]--> The Wonderful World of the Brothers Grimm
Neg LogProb(↓):   0.313082
Path Entropy(↓):  0.778916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by otakar vavra
Start Entity:     Otakar Vávra
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Otakar Vávra --[(INV) written_by]--> Witchhammer --[release_year]--> 1970
Path (Raw):       Otakar Vávra --[No Operation]--> Otakar Vávra --[(INV) written_by]--> Witchhammer --[release_year]--> 1970
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of mad max beyond thunderdome also wrote movies
Start Entity:     Mad Max Beyond Thunderdome
Gold Answer:      [['Mad Max', 'Babe', 'Happy Feet Two', "Lorenzo's Oil", 'Happy Feet']]
Predicted Ans:    Mad Max Beyond Thunderdome
Predicted Path:   Mad Max Beyond Thunderdome --[written_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome
Path (Raw):       Mad Max Beyond Thunderdome --[written_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome --[No Operation]--> Mad Max Beyond Thunderdome
Neg LogProb(↓):   0.219390
Path Entropy(↓):  0.716362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film love finds andy hardy was directed by who
Start Entity:     Love Finds Andy Hardy
Gold Answer:      [['George B. Seitz']]
Predicted Ans:    George B. Seitz
Predicted Path:   Love Finds Andy Hardy --[directed_by]--> George B. Seitz --[(INV) directed_by]--> Love Finds Andy Hardy --[directed_by]--> George B. Seitz
Path (Raw):       Love Finds Andy Hardy --[directed_by]--> George B. Seitz --[(INV) directed_by]--> Love Finds Andy Hardy --[directed_by]--> George B. Seitz
Neg LogProb(↓):   0.011506
Path Entropy(↓):  0.068367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of broadway melody of 1936
Start Entity:     Broadway Melody of 1936
Gold Answer:      [['Jack Benny', 'Gene Kelly', 'Monty Woolley', 'Kris Kristofferson', 'Adolphe Menjou', 'Fredric March', 'George Murphy', 'Ann Sheridan', 'Edward Arnold', 'Judy Garland', 'James Stewart', 'Janet Gaynor', 'May Robson', 'Bette Davis', 'Jean Arthur', 'James Mason', 'Lionel Barrymore', 'Barbra Streisand']]
Predicted Ans:    Bette Davis
Predicted Path:   Broadway Melody of 1936 --[written_by]--> Moss Hart --[(INV) written_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Path (Raw):       Broadway Melody of 1936 --[written_by]--> Moss Hart --[(INV) written_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.186423
Path Entropy(↓):  0.503704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by philippe le guay were in which languages
Start Entity:     Philippe Le Guay
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Philippe Le Guay --[(INV) directed_by]--> The Women on the 6th Floor --[in_language]--> French
Path (Raw):       Philippe Le Guay --[No Operation]--> Philippe Le Guay --[(INV) directed_by]--> The Women on the 6th Floor --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie great world of sound were in which genres
Start Entity:     Great World of Sound
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Great World of Sound --[written_by]--> Craig Zobel --[(INV) written_by]--> Great World of Sound --[has_genre]--> Comedy
Path (Raw):       Great World of Sound --[written_by]--> Craig Zobel --[(INV) written_by]--> Great World of Sound --[has_genre]--> Comedy
Neg LogProb(↓):   0.014082
Path Entropy(↓):  0.074671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor paul anderson appeared in the same movie with who
Start Entity:     Paul Anderson
Gold Answer:      [["Jack O'Connell", 'Richard Dormer']]
Predicted Ans:    Jack O'Connell
Predicted Path:   Paul Anderson --[(INV) starred_actors]--> '71 --[starred_actors]--> Jack O'Connell
Path (Raw):       Paul Anderson --[No Operation]--> Paul Anderson --[(INV) starred_actors]--> '71 --[starred_actors]--> Jack O'Connell
Neg LogProb(↓):   0.001384
Path Entropy(↓):  0.011177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film branded
Start Entity:     Branded
Gold Answer:      [['1939', '1943']]
Predicted Ans:    2012
Predicted Path:   Branded --[written_by]--> Jamie Bradshaw --[(INV) written_by]--> Branded --[release_year]--> 2012
Path (Raw):       Branded --[written_by]--> Jamie Bradshaw --[(INV) written_by]--> Branded --[release_year]--> 2012
Neg LogProb(↓):   0.291060
Path Entropy(↓):  0.799006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie amazing grace and chuck
Start Entity:     Amazing Grace and Chuck
Gold Answer:      [['Mike Newell']]
Predicted Ans:    Mike Newell
Predicted Path:   Amazing Grace and Chuck --[directed_by]--> Mike Newell --[(INV) directed_by]--> Dance with a Stranger --[directed_by]--> Mike Newell
Path (Raw):       Amazing Grace and Chuck --[directed_by]--> Mike Newell --[(INV) directed_by]--> Dance with a Stranger --[directed_by]--> Mike Newell
Neg LogProb(↓):   0.481467
Path Entropy(↓):  0.666521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by eddie axberg
Start Entity:     Eddie Axberg
Gold Answer:      [['Jan Troell']]
Predicted Ans:    Jan Troell
Predicted Path:   Eddie Axberg --[(INV) starred_actors]--> The Emigrants --[directed_by]--> Jan Troell
Path (Raw):       Eddie Axberg --[No Operation]--> Eddie Axberg --[(INV) starred_actors]--> The Emigrants --[directed_by]--> Jan Troell
Neg LogProb(↓):   0.445332
Path Entropy(↓):  0.653066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of la chienne also wrote which films
Start Entity:     La Chienne
Gold Answer:      [['French Cancan', 'Elena and Her Men', 'Picnic on the Grass', 'La Marseillaise', 'The Woman on the Beach', 'Toni', 'The Southerner', 'La Grande Illusion', 'The River', 'La Bête Humaine', 'The Crime of Monsieur Lange', 'The Lower Depths', 'The Rules of the Game', 'The Golden Coach']]
Predicted Ans:    French Cancan
Predicted Path:   La Chienne --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan
Path (Raw):       La Chienne --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[No Operation]--> French Cancan
Neg LogProb(↓):   0.498814
Path Entropy(↓):  1.191729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the long goodbye fall under
Start Entity:     The Long Goodbye
Gold Answer:      [['Western', 'Mystery', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Long Goodbye --[written_by]--> Leigh Brackett --[(INV) written_by]--> Rio Lobo --[has_genre]--> Western
Path (Raw):       The Long Goodbye --[written_by]--> Leigh Brackett --[(INV) written_by]--> Rio Lobo --[has_genre]--> Western
Neg LogProb(↓):   0.068570
Path Entropy(↓):  0.315272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote dementia 13
Start Entity:     Dementia 13
Gold Answer:      [['Jack Hill', 'Francis Ford Coppola', 'Elliott Nugent', 'Sydney Pollack', 'Joseph Anthony', 'Jack Clayton', 'Martin Scorsese', 'Baz Luhrmann', 'Franklin J. Schaffner', 'Woody Allen']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Dementia 13 --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[directed_by]--> Francis Ford Coppola
Path (Raw):       Dementia 13 --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.976283
Path Entropy(↓):  1.639612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of mary, queen of scots
Start Entity:     Mary, Queen of Scots
Gold Answer:      [['The Whistle Blower', 'Anne of the Thousand Days']]
Predicted Ans:    Anne of the Thousand Days
Predicted Path:   Mary, Queen of Scots --[written_by]--> John Hale --[(INV) written_by]--> Anne of the Thousand Days
Path (Raw):       Mary, Queen of Scots --[No Operation]--> Mary, Queen of Scots --[written_by]--> John Hale --[(INV) written_by]--> Anne of the Thousand Days
Neg LogProb(↓):   0.006879
Path Entropy(↓):  0.043263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in misery
Start Entity:     Misery
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Misery --[starred_actors]--> James Caan --[(INV) starred_actors]--> Honeymoon in Vegas --[has_genre]--> Comedy
Path (Raw):       Misery --[starred_actors]--> James Caan --[(INV) starred_actors]--> Honeymoon in Vegas --[has_genre]--> Comedy
Neg LogProb(↓):   1.357817
Path Entropy(↓):  2.275924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in desperate journey
Start Entity:     Desperate Journey
Gold Answer:      [['Errol Flynn', 'Ronald Reagan', 'Raymond Massey']]
Predicted Ans:    Errol Flynn
Predicted Path:   Desperate Journey --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> Escape Me Never --[starred_actors]--> Errol Flynn
Path (Raw):       Desperate Journey --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> Escape Me Never --[starred_actors]--> Errol Flynn
Neg LogProb(↓):   0.303919
Path Entropy(↓):  0.887242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film chasers are written by who
Start Entity:     Chasers
Gold Answer:      [['Frederick Forsyth', 'Ole Bornedal', 'Ronald F. Maxwell', 'Michael Shaara', 'Wolfgang Petersen', 'Richard Neely', 'David S. Ward', 'James Duff', 'George Froeschel', 'Oliver Stone', 'David S. Goyer', 'Alan Rudolph', 'Ira Levin', 'Lawrence Kasdan', 'Rowdy Herrington', 'Vincent Campanella', 'Hugh Wilson', 'Joe Eszterhas', 'Peter Matthiessen', 'Tab Murphy', 'Ronald Millar']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Chasers --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Path (Raw):       Chasers --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Neg LogProb(↓):   0.343686
Path Entropy(↓):  0.793163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is ghosts of girlfriends past in
Start Entity:     Ghosts of Girlfriends Past
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ghosts of Girlfriends Past --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Ghosts of Girlfriends Past --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.588372
Path Entropy(↓):  4.553928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of rich eustis
Start Entity:     Rich Eustis
Gold Answer:      [['Cyra McFadden', 'Michael Elias']]
Predicted Ans:    Michael Elias
Predicted Path:   Rich Eustis --[(INV) written_by]--> Serial --[written_by]--> Michael Elias
Path (Raw):       Rich Eustis --[No Operation]--> Rich Eustis --[(INV) written_by]--> Serial --[written_by]--> Michael Elias
Neg LogProb(↓):   0.128481
Path Entropy(↓):  0.402196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe old school
Start Entity:     Old School
Gold Answer:      [['fraternity', 'will ferrell', 'vince vaughn', 'luke wilson', 'todd phillips', 'comedy', 'r', 'college']]
Predicted Ans:    vince vaughn
Predicted Path:   Old School --[has_tags]--> vince vaughn --[(INV) has_tags]--> Clay Pigeons --[has_tags]--> vince vaughn
Path (Raw):       Old School --[has_tags]--> vince vaughn --[(INV) has_tags]--> Clay Pigeons --[has_tags]--> vince vaughn
Neg LogProb(↓):   0.168927
Path Entropy(↓):  0.514765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe i vitelloni
Start Entity:     I Vitelloni
Gold Answer:      [['italian', 'bd-r', 'federico fellini', 'small town']]
Predicted Ans:    bd-r
Predicted Path:   I Vitelloni --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       I Vitelloni --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.280180
Path Entropy(↓):  0.888648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by ryan simpkins
Start Entity:     Ryan Simpkins
Gold Answer:      [['Damian Harris']]
Predicted Ans:    Damian Harris
Predicted Path:   Ryan Simpkins --[(INV) starred_actors]--> Gardens of the Night --[directed_by]--> Damian Harris
Path (Raw):       Ryan Simpkins --[No Operation]--> Ryan Simpkins --[(INV) starred_actors]--> Gardens of the Night --[directed_by]--> Damian Harris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films oh, susanna! are written by who
Start Entity:     Oh, Susanna!
Gold Answer:      [['Jack Natteford', 'Borden Chase']]
Predicted Ans:    Borden Chase
Predicted Path:   Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Flame of Barbary Coast --[written_by]--> Borden Chase
Path (Raw):       Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Flame of Barbary Coast --[written_by]--> Borden Chase
Neg LogProb(↓):   0.125093
Path Entropy(↓):  0.488487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of susan black written films
Start Entity:     Susan Black
Gold Answer:      [['Michealene Cristini Risley']]
Predicted Ans:    Michealene Cristini Risley
Predicted Path:   Susan Black --[(INV) written_by]--> Tapestries of Hope --[directed_by]--> Michealene Cristini Risley
Path (Raw):       Susan Black --[No Operation]--> Susan Black --[(INV) written_by]--> Tapestries of Hope --[directed_by]--> Michealene Cristini Risley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by marcel pagnol were in which languages
Start Entity:     Marcel Pagnol
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[in_language]--> French
Path (Raw):       Marcel Pagnol --[No Operation]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[in_language]--> French
Neg LogProb(↓):   0.695961
Path Entropy(↓):  0.715093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote scorchers
Start Entity:     Scorchers
Gold Answer:      [['Deborah Foreman', 'Howard Hesseman']]
Predicted Ans:    Howard Hesseman
Predicted Path:   Scorchers --[written_by]--> David Beaird --[(INV) written_by]--> My Chauffeur --[starred_actors]--> Howard Hesseman
Path (Raw):       Scorchers --[written_by]--> David Beaird --[(INV) written_by]--> My Chauffeur --[starred_actors]--> Howard Hesseman
Neg LogProb(↓):   0.373353
Path Entropy(↓):  0.621176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is you only live once
Start Entity:     You Only Live Once
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   You Only Live Once --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       You Only Live Once --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.309908
Path Entropy(↓):  4.630472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did fahadh faasil star in
Start Entity:     Fahadh Faasil
Gold Answer:      [['Amen']]
Predicted Ans:    Amen
Predicted Path:   Fahadh Faasil --[(INV) starred_actors]--> Amen --[starred_actors]--> Fahadh Faasil --[(INV) starred_actors]--> Amen
Path (Raw):       Fahadh Faasil --[(INV) starred_actors]--> Amen --[starred_actors]--> Fahadh Faasil --[(INV) starred_actors]--> Amen
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by maria heiskanen in
Start Entity:     Maria Heiskanen
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Maria Heiskanen --[(INV) starred_actors]--> Everlasting Moments --[in_language]--> Swedish
Path (Raw):       Maria Heiskanen --[No Operation]--> Maria Heiskanen --[(INV) starred_actors]--> Everlasting Moments --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of ethan hawke
Start Entity:     Ethan Hawke
Gold Answer:      [['Kim Krizan', 'Richard Linklater', 'Julie Delpy']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Ethan Hawke --[(INV) written_by]--> Before Sunset --[written_by]--> Ethan Hawke
Path (Raw):       Ethan Hawke --[No Operation]--> Ethan Hawke --[(INV) written_by]--> Before Sunset --[written_by]--> Ethan Hawke
Neg LogProb(↓):   0.290999
Path Entropy(↓):  0.603025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of bright eyes were directed by who
Start Entity:     Bright Eyes
Gold Answer:      [['David Butler']]
Predicted Ans:    David Butler
Predicted Path:   Bright Eyes --[written_by]--> David Butler --[(INV) written_by]--> Bright Eyes --[directed_by]--> David Butler
Path (Raw):       Bright Eyes --[written_by]--> David Butler --[(INV) written_by]--> Bright Eyes --[directed_by]--> David Butler
Neg LogProb(↓):   0.921230
Path Entropy(↓):  1.710513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie take her, she's mine are directed by who
Start Entity:     Take Her, She's Mine
Gold Answer:      [['George Cukor', 'John Cromwell', 'Vincent McEveety', 'Delmer Daves', 'John Huston', 'Henry Levin', 'William A. Wellman', 'Mervyn LeRoy', 'Leslie Fenton', 'Richard Thorpe', 'Roy Del Ruth', 'Frank Borzage', 'Billy Wilder', 'George Schaefer', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'Henry Hathaway', 'John Woo', 'Robert Aldrich', 'Henry Koster', 'King Vidor', 'George Marshall', 'Anthony Mann', 'Frank Capra', 'Douglas Sirk', 'Ernst Lubitsch', 'Paul Wendkos', 'Vincente Minnelli', 'Robert Mulligan', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'Delbert Mann', 'Robert B. Bean', 'George Stevens', 'Clarence Brown']]
Predicted Ans:    Anthony Mann
Predicted Path:   Take Her, She's Mine --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       Take Her, She's Mine --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.636588
Path Entropy(↓):  1.827305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed let him have it
Start Entity:     Let Him Have It
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Let Him Have It --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Krays --[in_language]--> English
Path (Raw):       Let Him Have It --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Krays --[in_language]--> English
Neg LogProb(↓):   0.013750
Path Entropy(↓):  0.076995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie monty python and the holy grail were in which genres
Start Entity:     Monty Python and the Holy Grail
Gold Answer:      [['Short', 'Drama', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Monty Python and the Holy Grail --[directed_by]--> Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Path (Raw):       Monty Python and the Holy Grail --[directed_by]--> Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Neg LogProb(↓):   0.415448
Path Entropy(↓):  1.193651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the john q director
Start Entity:     John Q
Gold Answer:      [['Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   John Q --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> The Notebook --[has_genre]--> Drama
Path (Raw):       John Q --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> The Notebook --[has_genre]--> Drama
Neg LogProb(↓):   0.717909
Path Entropy(↓):  0.841284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the man who loved women
Start Entity:     The Man Who Loved Women
Gold Answer:      [['1977']]
Predicted Ans:    1983
Predicted Path:   The Man Who Loved Women --[release_year]--> 1983 --[(INV) release_year]--> Chained Heat --[release_year]--> 1983
Path (Raw):       The Man Who Loved Women --[release_year]--> 1983 --[(INV) release_year]--> Chained Heat --[release_year]--> 1983
Neg LogProb(↓):   3.543020
Path Entropy(↓):  4.981078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in our man in havana
Start Entity:     Our Man in Havana
Gold Answer:      [['Ronald Neame', 'William Dieterle', 'Les Mayfield', 'Peter Glenville', 'Delmer Daves', 'Marshall Brickman', 'Lewis Allen', 'Michael Anderson', 'Alexander Mackendrick', 'Jean Delannoy', 'James Neilson', 'David Lean', 'Richard Quine', 'Jean Negulesco', 'Zalman King', 'Ethan Coen', 'Roman Polanski', 'Frank Borzage', 'Walter Lang', 'Kirk Wise', 'Henry Hathaway', 'André De Toth', 'Henry Koster', 'John Ford', 'Dorothy Arzner', 'Nicholas Ray', 'Jack Gold', 'Anthony Mann', 'Robert Hamer', 'Henry King', 'Nancy Meyers', 'Charles Crichton', 'Lee Sholem', 'Andrew V. McLaglen', 'Gary Trousdale', 'Alfred Hitchcock', 'George Seaton', 'Wayne Wang', 'Delbert Mann', 'Anthony Kimmins', 'Charles Vidor', 'Richard Brooks', 'David Swift', 'Henry Cass', 'Sam Peckinpah', 'Chris Columbus', 'Sidney Lanfield', 'Ken Hughes', 'H. Bruce Humberstone', 'Elia Kazan', 'Jean Renoir']]
Predicted Ans:    John Ford
Predicted Path:   Our Man in Havana --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Quiet Man --[directed_by]--> John Ford
Path (Raw):       Our Man in Havana --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Quiet Man --[directed_by]--> John Ford
Neg LogProb(↓):   0.725141
Path Entropy(↓):  1.705267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of once upon a time in mexico
Start Entity:     Once Upon a Time in Mexico
Gold Answer:      [['Family', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Once Upon a Time in Mexico --[directed_by]--> Robert Rodriguez --[(INV) directed_by]--> Machete Kills --[has_genre]--> Action
Path (Raw):       Once Upon a Time in Mexico --[directed_by]--> Robert Rodriguez --[(INV) directed_by]--> Machete Kills --[has_genre]--> Action
Neg LogProb(↓):   0.356602
Path Entropy(↓):  0.984470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did dany laferriere write
Start Entity:     Dany Laferrière
Gold Answer:      [['Heading South']]
Predicted Ans:    Heading South
Predicted Path:   Dany Laferrière --[(INV) written_by]--> Heading South --[written_by]--> Dany Laferrière --[(INV) written_by]--> Heading South
Path (Raw):       Dany Laferrière --[(INV) written_by]--> Heading South --[written_by]--> Dany Laferrière --[(INV) written_by]--> Heading South
Neg LogProb(↓):   0.218154
Path Entropy(↓):  0.494812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of splendor
Start Entity:     Splendor
Gold Answer:      [['Rachel True', 'Haley Bennett', 'Johnathon Schaech', 'Chiara Mastroianni', 'Rose McGowan', 'James Duval', 'Thomas Dekker']]
Predicted Ans:    Matt Keeslar
Predicted Path:   Splendor --[written_by]--> Gregg Araki --[(INV) written_by]--> Splendor --[starred_actors]--> Matt Keeslar
Path (Raw):       Splendor --[written_by]--> Gregg Araki --[(INV) written_by]--> Splendor --[starred_actors]--> Matt Keeslar
Neg LogProb(↓):   0.762186
Path Entropy(↓):  1.521303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies starred by casablanca actors release
Start Entity:     Casablanca
Gold Answer:      [['1946', '1954', '1944', '2008', '2003', '1936', '1920', '1941', '1939', '1933', '2009', '1951', '1953', '1947', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1990', '1989', '1942', '1940', '1938', '1961', '1955', '1934', '1978', '1964', '1949', '1997', '1950', '1960', '2005', '1945', '1937', '1969', '1952', '1958', '1930']]
Predicted Ans:    1945
Predicted Path:   Casablanca --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Path (Raw):       Casablanca --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Neg LogProb(↓):   1.437001
Path Entropy(↓):  2.740795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was norwegian wood released
Start Entity:     Norwegian Wood
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Norwegian Wood --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Norwegian Wood --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.480206
Path Entropy(↓):  3.891541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by s. darko actors
Start Entity:     S. Darko
Gold Answer:      [['Greg Carter', 'Darren Lynn Bousman', 'Richard Gray', 'Eric Red', 'Carlos Brooks']]
Predicted Ans:    Eric Red
Predicted Path:   S. Darko --[starred_actors]--> Ed Westwick --[(INV) starred_actors]--> 100 Feet --[directed_by]--> Eric Red
Path (Raw):       S. Darko --[starred_actors]--> Ed Westwick --[(INV) starred_actors]--> 100 Feet --[directed_by]--> Eric Red
Neg LogProb(↓):   0.169884
Path Entropy(↓):  0.525485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie we're the millers
Start Entity:     We're the Millers
Gold Answer:      [['2008']]
Predicted Ans:    2013
Predicted Path:   We're the Millers --[directed_by]--> Rawson Marshall Thurber --[(INV) directed_by]--> We're the Millers --[release_year]--> 2013
Path (Raw):       We're the Millers --[directed_by]--> Rawson Marshall Thurber --[(INV) directed_by]--> We're the Millers --[release_year]--> 2013
Neg LogProb(↓):   0.061018
Path Entropy(↓):  0.227096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by richard thomas were directed by who
Start Entity:     Richard Thomas
Gold Answer:      [['Lewis Milestone', 'Delbert Mann', 'Frank Perry']]
Predicted Ans:    Delbert Mann
Predicted Path:   Richard Thomas --[(INV) starred_actors]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Path (Raw):       Richard Thomas --[No Operation]--> Richard Thomas --[(INV) starred_actors]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Neg LogProb(↓):   0.386936
Path Entropy(↓):  0.628241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie 25th hour
Start Entity:     25th Hour
Gold Answer:      [['2008', '2003', '1992', '2006', '1998', '2009', '2004', '1994', '1995', '2001', '1990', '1989', '1996', '2012', '2013', '1988', '2000', '1991', '1999', '1986']]
Predicted Ans:    1995
Predicted Path:   25th Hour --[directed_by]--> Spike Lee --[(INV) directed_by]--> Clockers --[release_year]--> 1995
Path (Raw):       25th Hour --[directed_by]--> Spike Lee --[(INV) directed_by]--> Clockers --[release_year]--> 1995
Neg LogProb(↓):   1.803656
Path Entropy(↓):  2.534720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of joyful noise
Start Entity:     Joyful Noise
Gold Answer:      [['2003', '1992', '2009']]
Predicted Ans:    2009
Predicted Path:   Joyful Noise --[written_by]--> Todd Graff --[(INV) written_by]--> Bandslam --[release_year]--> 2009
Path (Raw):       Joyful Noise --[written_by]--> Todd Graff --[(INV) written_by]--> Bandslam --[release_year]--> 2009
Neg LogProb(↓):   0.575579
Path Entropy(↓):  0.750183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed chasing mavericks
Start Entity:     Chasing Mavericks
Gold Answer:      [['1980', '1992', '2006', '1985', '1979', '1974', '2007', '1994', '1983', '2001', '2002', '1981', '2011', '1988', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1997
Predicted Path:   Chasing Mavericks --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> L.A. Confidential --[release_year]--> 1997
Path (Raw):       Chasing Mavericks --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> L.A. Confidential --[release_year]--> 1997
Neg LogProb(↓):   1.561547
Path Entropy(↓):  2.237563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is signs about
Start Entity:     Signs
Gold Answer:      [['joaquin phoenix', 'script', 'story', 'm. night shyamalan', 'shyamalan', 'mel gibson']]
Predicted Ans:    shyamalan
Predicted Path:   Signs --[has_tags]--> shyamalan --[(INV) has_tags]--> Unbreakable --[has_tags]--> shyamalan
Path (Raw):       Signs --[has_tags]--> shyamalan --[(INV) has_tags]--> Unbreakable --[has_tags]--> shyamalan
Neg LogProb(↓):   0.103878
Path Entropy(↓):  0.377521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director nicolas gessner
Start Entity:     Nicolas Gessner
Gold Answer:      [['Alexis Smith', 'Martin Sheen', 'Mort Shuman', 'Jodie Foster']]
Predicted Ans:    Jodie Foster
Predicted Path:   Nicolas Gessner --[(INV) directed_by]--> The Little Girl Who Lives Down the Lane --[starred_actors]--> Jodie Foster
Path (Raw):       Nicolas Gessner --[No Operation]--> Nicolas Gessner --[(INV) directed_by]--> The Little Girl Who Lives Down the Lane --[starred_actors]--> Jodie Foster
Neg LogProb(↓):   0.584688
Path Entropy(↓):  0.962220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the prisoner of zenda
Start Entity:     The Prisoner of Zenda
Gold Answer:      [['John Cromwell']]
Predicted Ans:    Richard Thorpe
Predicted Path:   The Prisoner of Zenda --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Challenge to Lassie --[directed_by]--> Richard Thorpe
Path (Raw):       The Prisoner of Zenda --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Challenge to Lassie --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.689820
Path Entropy(↓):  1.083477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies starred by amreeka actors
Start Entity:     Amreeka
Gold Answer:      [['Hebrew', 'Arabic', 'Spanish']]
Predicted Ans:    Hebrew
Predicted Path:   Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Lemon Tree --[in_language]--> Hebrew
Path (Raw):       Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Lemon Tree --[in_language]--> Hebrew
Neg LogProb(↓):   0.002219
Path Entropy(↓):  0.016616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the nature of the beast also starred in which films
Start Entity:     The Nature of the Beast
Gold Answer:      [['The Coca-Cola Kid', 'By the Sword', 'Best of the Best', "Heaven's Prisoners", 'Powder', 'Prairie Fever', 'Survival Quest', 'Alone in the Dark II', 'Runaway Train', 'The Horror Show', 'Wildflowers', 'Sharktopus', "Nobody's Fool", 'The Day Lincoln Was Shot', 'Final Analysis', 'The Immortals', 'Hard Target', 'La Cucaracha', 'No Escape', 'Raggedy Man', 'Endangered Species', "Man's Best Friend", 'The Ambulance', 'The Pope of Greenwich Village', 'Dead Man', 'Star 80', 'Mercy Streets']]
Predicted Ans:    The Nature of the Beast
Predicted Path:   The Nature of the Beast --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast
Path (Raw):       The Nature of the Beast --[starred_actors]--> Eric Roberts --[No Operation]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast
Neg LogProb(↓):   0.253956
Path Entropy(↓):  0.983782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did robert resnikoff write
Start Entity:     Robert Resnikoff
Gold Answer:      [['The First Power']]
Predicted Ans:    The First Power
Predicted Path:   Robert Resnikoff --[(INV) written_by]--> The First Power --[written_by]--> Robert Resnikoff --[(INV) written_by]--> The First Power
Path (Raw):       Robert Resnikoff --[(INV) written_by]--> The First Power --[written_by]--> Robert Resnikoff --[(INV) written_by]--> The First Power
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with casanova fall under
Start Entity:     Casanova
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Casanova --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[has_genre]--> Adventure
Path (Raw):       Casanova --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[has_genre]--> Adventure
Neg LogProb(↓):   0.044857
Path Entropy(↓):  0.216773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie loggerheads were released in which years
Start Entity:     Loggerheads
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Loggerheads --[written_by]--> Tim Kirkman --[(INV) written_by]--> Dear Jesse --[release_year]--> 1998
Path (Raw):       Loggerheads --[written_by]--> Tim Kirkman --[(INV) written_by]--> Dear Jesse --[release_year]--> 1998
Neg LogProb(↓):   0.000657
Path Entropy(↓):  0.005475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of send me no flowers
Start Entity:     Send Me No Flowers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Send Me No Flowers --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Send Me No Flowers --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.346215
Path Entropy(↓):  4.532446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed antitrust
Start Entity:     Antitrust
Gold Answer:      [['Erik Patterson', 'Jessica Scott', 'Aline Brosh McKenna', 'Robert Harling', 'Neal Purvis', 'William Davies', 'Peter Howitt', 'Peter A. Dowling', 'Robert Wade']]
Predicted Ans:    Aline Brosh McKenna
Predicted Path:   Antitrust --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Laws of Attraction --[written_by]--> Aline Brosh McKenna
Path (Raw):       Antitrust --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Laws of Attraction --[written_by]--> Aline Brosh McKenna
Neg LogProb(↓):   0.772992
Path Entropy(↓):  1.525520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by death takes a holiday actors
Start Entity:     Death Takes a Holiday
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Death Takes a Holiday --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Honor Among Lovers --[has_genre]--> Drama
Path (Raw):       Death Takes a Holiday --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Honor Among Lovers --[has_genre]--> Drama
Neg LogProb(↓):   1.042458
Path Entropy(↓):  1.865835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was a fine pair directed by
Start Entity:     A Fine Pair
Gold Answer:      [['Francesco Maselli']]
Predicted Ans:    Francesco Maselli
Predicted Path:   A Fine Pair --[directed_by]--> Francesco Maselli --[(INV) directed_by]--> A Fine Pair --[directed_by]--> Francesco Maselli
Path (Raw):       A Fine Pair --[directed_by]--> Francesco Maselli --[(INV) directed_by]--> A Fine Pair --[directed_by]--> Francesco Maselli
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is a delicate balance
Start Entity:     A Delicate Balance
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A Delicate Balance --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       A Delicate Balance --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.446665
Path Entropy(↓):  4.609940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the wheeler dealers also starred in which films
Start Entity:     The Wheeler Dealers
Gold Answer:      [['The Fan', 'Victor Victoria', 'The Notebook', "Murphy's Romance", 'Duel at Diablo', 'The Americanization of Emily', 'Skin Game', 'Mister Buddwing', "Boys' Night Out", 'Tank', 'The Great Escape', 'Sayonara', 'The Castaway Cowboy', 'Support Your Local Sheriff!', 'Anatomy of a Murder', 'Grand Prix', 'Maverick', 'My Fellow Americans', 'The Yearling', 'They Only Kill Their Masters', 'Up Periscope', 'Days of Wine and Roses', 'Experiment in Terror', 'No Way to Treat a Lady', 'Dead Silence', '36 Hours', 'Sometimes a Great Notion', 'Wild River', 'One Little Indian', 'Space Cowboys', 'The Thrill of It All', 'The Detective', 'Move Over, Darling', 'Marlowe', 'The Omen', 'Telefon', 'Support Your Local Gunfighter', 'Barbarians at the Gate', "The Children's Hour", 'Baby the Rain Must Fall', 'The Hallelujah Trail', 'A Man Called Sledge', 'The Deadly Companions', 'Hour of the Gun', "Darby's Rangers", 'Sunset']]
Predicted Ans:    The Children's Hour
Predicted Path:   The Wheeler Dealers --[starred_actors]--> James Garner --[(INV) starred_actors]--> The Children's Hour
Path (Raw):       The Wheeler Dealers --[starred_actors]--> James Garner --[No Operation]--> James Garner --[(INV) starred_actors]--> The Children's Hour
Neg LogProb(↓):   0.995054
Path Entropy(↓):  2.205883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the killing of a chinese bookie
Start Entity:     The Killing of a Chinese Bookie
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Killing of a Chinese Bookie --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       The Killing of a Chinese Bookie --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   0.523052
Path Entropy(↓):  1.684389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of flashpoint
Start Entity:     Flashpoint
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Flashpoint --[directed_by]--> William Tannen --[(INV) directed_by]--> Hero and the Terror --[has_genre]--> Action
Path (Raw):       Flashpoint --[directed_by]--> William Tannen --[(INV) directed_by]--> Hero and the Terror --[has_genre]--> Action
Neg LogProb(↓):   0.030568
Path Entropy(↓):  0.135108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the story of robin hood and his merrie men
Start Entity:     The Story of Robin Hood and His Merrie Men
Gold Answer:      [['Glynis Johns', 'Henry Fonda', 'Robert Wagner', 'Raquel Welch', 'John Hurt', 'William Hartnell', 'Arletty', 'Jack Oakie', 'Christopher Atkins', 'Dana Andrews', 'Charlton Heston', 'Michèle Mercier', 'Robert Shaw', 'Dorothy McGuire', 'James MacArthur', 'Rod Steiger', 'George Eastman', 'John Simm', 'Paul Anka', 'Raimund Harmstorf', 'Janet Munro', 'Robert Ryan', 'Joan Hopkins', 'Derek Farr', 'John Mills', 'Kyle MacLachlan', 'Griffith Jones', 'Ursula Andress', 'Googie Withers', 'Kristy McNichol', 'Loretta Young', 'Sylvia Kristel', 'Clark Gable', 'Christina Ricci', 'Beau Bridges', 'Cornel Wilde', 'Peter Lorre']]
Predicted Ans:    John Mills
Predicted Path:   The Story of Robin Hood and His Merrie Men --[directed_by]--> Ken Annakin --[(INV) directed_by]--> Swiss Family Robinson --[starred_actors]--> John Mills
Path (Raw):       The Story of Robin Hood and His Merrie Men --[directed_by]--> Ken Annakin --[(INV) directed_by]--> Swiss Family Robinson --[starred_actors]--> John Mills
Neg LogProb(↓):   1.126304
Path Entropy(↓):  1.667622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by michael brandt
Start Entity:     Michael Brandt
Gold Answer:      [['Richard Ayoade']]
Predicted Ans:    Michael Brandt
Predicted Path:   Michael Brandt --[(INV) directed_by]--> The Double --[directed_by]--> Michael Brandt
Path (Raw):       Michael Brandt --[No Operation]--> Michael Brandt --[(INV) directed_by]--> The Double --[directed_by]--> Michael Brandt
Neg LogProb(↓):   0.080135
Path Entropy(↓):  0.277588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of sy richardson starred movies
Start Entity:     Sy Richardson
Gold Answer:      [['Alex Cox']]
Predicted Ans:    Alex Cox
Predicted Path:   Sy Richardson --[(INV) starred_actors]--> Straight to Hell --[directed_by]--> Alex Cox
Path (Raw):       Sy Richardson --[No Operation]--> Sy Richardson --[(INV) starred_actors]--> Straight to Hell --[directed_by]--> Alex Cox
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie white fang were released in which years
Start Entity:     White Fang
Gold Answer:      [['1983', '1980', '1978', '1972', '1971', '2005', '1989', '1982', '1996', '1981', '1986', '1937', '1984']]
Predicted Ans:    1973
Predicted Path:   White Fang --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> White Fang --[release_year]--> 1973
Path (Raw):       White Fang --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> White Fang --[release_year]--> 1973
Neg LogProb(↓):   0.788735
Path Entropy(↓):  1.868371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of jay presson allen written movies
Start Entity:     Jay Presson Allen
Gold Answer:      [['Sidney Lumet', 'Ronald Neame', 'Harry Hook', 'George Cukor', 'Herbert Ross', 'Peter Brook', 'Alfred Hitchcock']]
Predicted Ans:    Herbert Ross
Predicted Path:   Jay Presson Allen --[(INV) written_by]--> Funny Lady --[directed_by]--> Herbert Ross
Path (Raw):       Jay Presson Allen --[No Operation]--> Jay Presson Allen --[(INV) written_by]--> Funny Lady --[directed_by]--> Herbert Ross
Neg LogProb(↓):   0.137223
Path Entropy(↓):  0.498282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie beverly hills cop
Start Entity:     Beverly Hills Cop
Gold Answer:      [['Walter Hill', 'Steve Martin', 'Wayne Kramer', 'Andrew Adamson', 'Dale Launer', 'Conrad Vernon', 'Larry Gross', 'Geoff Rodkey', 'David Sheffield', 'F. Anstey', 'Eddie Murphy', 'Steven E. de Souza', 'Jerry Lewis', 'Bart Baker', 'Barry W. Blaustein', 'Roger Spottiswoode', 'Gary DeVore', 'Jimmy Huston', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Bill Condon', 'Ken Finkleman', 'Vernon Lynch', 'Ted Griffin', 'Hugh Lofting', 'Cameron Crowe', 'Percy Adlon', 'Gary Trousdale', 'Bill Richmond', 'Bill Corbett', 'Larry Levin', 'Rob Greenberg', 'Paul Glickler', 'William Roberts', 'David Berenbaum', 'William Steig', 'Tom Eyen']]
Predicted Ans:    Walter Hill
Predicted Path:   Beverly Hills Cop --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Path (Raw):       Beverly Hills Cop --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Neg LogProb(↓):   0.715482
Path Entropy(↓):  1.807056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the rose tattoo also directed which movies
Start Entity:     The Rose Tattoo
Gold Answer:      [['Come Back, Little Sheba', "I'll Cry Tomorrow", 'Playing for Time', 'Our Man Flint', 'The Teahouse of the August Moon', 'For Love of Ivy', 'The Last Angry Man', 'BUtterfield 8', 'Willard']]
Predicted Ans:    The Teahouse of the August Moon
Predicted Path:   The Rose Tattoo --[directed_by]--> Daniel Mann --[(INV) directed_by]--> The Teahouse of the August Moon
Path (Raw):       The Rose Tattoo --[directed_by]--> Daniel Mann --[(INV) directed_by]--> The Teahouse of the August Moon --[No Operation]--> The Teahouse of the August Moon
Neg LogProb(↓):   1.286336
Path Entropy(↓):  1.846779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of bad day at black rock
Start Entity:     Bad Day at Black Rock
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Bad Day at Black Rock --[directed_by]--> John Sturges --[(INV) directed_by]--> The Eagle Has Landed --[in_language]--> German
Path (Raw):       Bad Day at Black Rock --[directed_by]--> John Sturges --[(INV) directed_by]--> The Eagle Has Landed --[in_language]--> German
Neg LogProb(↓):   0.477664
Path Entropy(↓):  0.675441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of reinhardt wagner written movies
Start Entity:     Reinhardt Wagner
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Reinhardt Wagner --[(INV) written_by]--> Paris 36 --[release_year]--> 2008
Path (Raw):       Reinhardt Wagner --[No Operation]--> Reinhardt Wagner --[(INV) written_by]--> Paris 36 --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did john scott shepherd write the story for
Start Entity:     John Scott Shepherd
Gold Answer:      [['Joe Somebody']]
Predicted Ans:    Joe Somebody
Predicted Path:   John Scott Shepherd --[(INV) written_by]--> Joe Somebody --[written_by]--> John Scott Shepherd --[(INV) written_by]--> Joe Somebody
Path (Raw):       John Scott Shepherd --[(INV) written_by]--> Joe Somebody --[written_by]--> John Scott Shepherd --[(INV) written_by]--> Joe Somebody
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie diamonds
Start Entity:     Diamonds
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Diamonds --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Diamonds --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.290925
Path Entropy(↓):  4.373058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie chances are
Start Entity:     Chances Are
Gold Answer:      [['Walter Hill', 'Peter Farrelly', 'Elaine May', 'Michael Goldenberg', 'Paul Mazursky', 'Jon Avnet', 'James Foley', 'Bud Yorkin', 'Peter Bogdanovich', 'Blake Edwards', 'Anthony Page', 'Stanley Kubrick', 'Phil Joanou', 'Mel Smith', 'Mario Van Peebles', 'Ivan Passer', 'Howard Deutch', 'Howard Zieff', 'Alfred Hitchcock', 'Jonathan Kaplan', 'Arthur Hiller']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Chances Are --[starred_actors]--> Ryan O'Neal --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Path (Raw):       Chances Are --[starred_actors]--> Ryan O'Neal --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.035296
Path Entropy(↓):  0.194557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the vanishing american
Start Entity:     The Vanishing American
Gold Answer:      [['Charles Haid', 'George Waggner', 'Fritz Lang']]
Predicted Ans:    George Waggner
Predicted Path:   The Vanishing American --[written_by]--> Zane Grey --[(INV) written_by]--> Gunfighters --[directed_by]--> George Waggner
Path (Raw):       The Vanishing American --[written_by]--> Zane Grey --[(INV) written_by]--> Gunfighters --[directed_by]--> George Waggner
Neg LogProb(↓):   0.375171
Path Entropy(↓):  0.641206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor philippe noiret appeared in the same movie with who
Start Entity:     Philippe Noiret
Gold Answer:      [['Vittorio Gassman', 'Ugo Tognazzi', 'Marcello Mastroianni', 'Michele Placido', 'Vittorio Mezzogiorno', 'Michel Piccoli', 'Helmut Griem', 'Marlène Jobert', 'Françoise Brion', 'Christopher Plummer', 'Giuliano Gemma']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Philippe Noiret --[(INV) starred_actors]--> La Grande Bouffe --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Philippe Noiret --[No Operation]--> Philippe Noiret --[(INV) starred_actors]--> La Grande Bouffe --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.475306
Path Entropy(↓):  1.187890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the trash director
Start Entity:     Trash
Gold Answer:      [['Bernhard Schlink', 'Michael Cunningham', 'Michael Mann', 'Paul Morrissey', 'David Hare', 'Andy Warhol', 'Lee Hall']]
Predicted Ans:    Richard Curtis
Predicted Path:   Trash --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> Trash --[written_by]--> Richard Curtis
Path (Raw):       Trash --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> Trash --[written_by]--> Richard Curtis
Neg LogProb(↓):   0.597777
Path Entropy(↓):  1.357973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote hatchet
Start Entity:     Hatchet
Gold Answer:      [['Adam Green', 'Joe Lynch', 'Adam Rifkin', 'Tim Sullivan', 'Jennifer Lee', 'Chris Buck', 'Shivajee Chandrabhushan', 'BJ McDonnell']]
Predicted Ans:    Chris Buck
Predicted Path:   Hatchet --[written_by]--> Adam Green --[(INV) written_by]--> Frozen --[directed_by]--> Chris Buck
Path (Raw):       Hatchet --[written_by]--> Adam Green --[(INV) written_by]--> Frozen --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.588141
Path Entropy(↓):  0.901491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of back to the future
Start Entity:     Back to the Future
Gold Answer:      [['Death Becomes Her', 'I Wanna Hold Your Hand', 'Forrest Gump', 'Back to the Future Part II', 'Back to the Future Part III', 'What Lies Beneath', 'Flight', 'Romancing the Stone', 'A Christmas Carol', 'Contact', 'Used Cars', 'The Polar Express', 'Cast Away', 'Who Framed Roger Rabbit', 'Beowulf']]
Predicted Ans:    Beowulf
Predicted Path:   Back to the Future --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf
Path (Raw):       Back to the Future --[No Operation]--> Back to the Future --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf
Neg LogProb(↓):   0.075091
Path Entropy(↓):  0.376505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed xanadu
Start Entity:     Xanadu
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Xanadu --[directed_by]--> Robert Greenwald --[(INV) directed_by]--> Sweet Hearts Dance --[has_genre]--> Drama
Path (Raw):       Xanadu --[directed_by]--> Robert Greenwald --[(INV) directed_by]--> Sweet Hearts Dance --[has_genre]--> Drama
Neg LogProb(↓):   0.467272
Path Entropy(↓):  0.660710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with conan the barbarian
Start Entity:     Conan the Barbarian
Gold Answer:      [['Midnight Express', 'Farewell to the King', '8 Million Ways to Die', 'The Life and Times of Judge Roy Bean', 'Natural Born Killers', 'The Wind and the Lion', 'Any Given Sunday', 'Extreme Prejudice', 'Red Sonja', 'Alexander', 'Nixon', 'Magnum Force', 'Savages', 'JFK', 'Evita', 'Apocalypse Now', 'Talk Radio', 'Red Dawn', 'Comandante', 'The Doors', 'Dillinger', 'Salvador', 'Big Wednesday', 'Year of the Dragon', 'Rough Riders', 'Platoon', 'The Hand', 'Wall Street', 'Born on the Fourth of July', 'Jeremiah Johnson', 'Seizure', 'Solomon Kane', 'Kull the Conqueror', 'Scarface']]
Predicted Ans:    Red Dawn
Predicted Path:   Conan the Barbarian --[written_by]--> John Milius --[(INV) written_by]--> Red Dawn
Path (Raw):       Conan the Barbarian --[written_by]--> John Milius --[(INV) written_by]--> Red Dawn --[No Operation]--> Red Dawn
Neg LogProb(↓):   1.293520
Path Entropy(↓):  1.674324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in madeleine
Start Entity:     Madeleine
Gold Answer:      [['Richard Connell', 'David O. Selznick', 'James Bridie', 'Alma Reville']]
Predicted Ans:    Alma Reville
Predicted Path:   Madeleine --[starred_actors]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case --[written_by]--> Alma Reville
Path (Raw):       Madeleine --[starred_actors]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case --[written_by]--> Alma Reville
Neg LogProb(↓):   0.123536
Path Entropy(↓):  0.453899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed iron man
Start Entity:     Iron Man
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Iron Man --[directed_by]--> Jon Favreau --[(INV) directed_by]--> Chef --[has_genre]--> Comedy
Path (Raw):       Iron Man --[directed_by]--> Jon Favreau --[(INV) directed_by]--> Chef --[has_genre]--> Comedy
Neg LogProb(↓):   0.028471
Path Entropy(↓):  0.132007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film boomerang are written by who
Start Entity:     Boomerang
Gold Answer:      [['Walter Hill', 'Steve Martin', 'Andrew Adamson', 'Conrad Vernon', 'David S. Ward', 'Larry Gross', 'Geoff Rodkey', 'Amy Holden Jones', 'Eddie Murphy', 'Steven E. de Souza', 'Seth Margolis', "Maryam d'Abo", 'Allan Loeb', 'Jerry Lewis', 'Chester Himes', 'Roger Spottiswoode', 'David Rabe', 'Naomi Foner', 'Jeff Nathanson', 'Ronnie Christensen', 'Amy Sorlie', 'Bill Collage', 'Adam Cooper', 'Vernon Lynch', "Richard D'Ovidio", 'Ted Griffin', 'Hugh Lofting', 'Bill Condon', 'Sebastian Gutierrez', 'Gary Trousdale', 'Rob Greenberg', 'Bill Corbett', 'Bill Richmond', 'Larry Levin', 'Bob Kane', 'David Berenbaum', 'Damon Wayans', 'William Steig', 'Tom Eyen', 'Tina Andrews']]
Predicted Ans:    Walter Hill
Predicted Path:   Boomerang --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Path (Raw):       Boomerang --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Neg LogProb(↓):   0.414760
Path Entropy(↓):  1.228791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie quick change are written by who
Start Entity:     Quick Change
Gold Answer:      [['W. Somerset Maugham', 'Mitch Glazer', 'Theodore Melfi', 'Frank Galati', 'Howard Franklin', 'Robert Farrar', 'Greg Brooker', 'Brian Carbee', 'John Byrum', 'Wes Anderson', 'Michael McDowell', 'George Clooney', 'Larry Wilson', "Michael O'Donoghue", 'Grant Heslov', 'Charles Dickens', 'Ivan Goff', 'Lawrence Kasdan', 'Owen Wilson', 'Hunter S. Thompson', 'Jim Jarmusch', 'Sofia Coppola', 'Danny Rubin', 'Noah Baumbach', 'Avra Wing', 'John August', 'Ryan Rowe', 'Ed Solomon', 'David Cronenberg', 'Anne Tyler', 'Bill Murray', 'John Kaye', 'C. Gaby Mitchell', 'Shane Black', 'Chris Provenzano', 'Dan Aykroyd', 'Harold Ramis', 'Kim Wilson', 'Kelly Candaele', 'Roald Dahl', 'James Clavell', 'George Langelaan', 'Warren Skaaren', 'Robert M. Edsel', 'Julie Brown', 'M. Night Shyamalan', 'Jim Davis', 'Lowell Ganz', 'Babaloo Mandel', 'Ben Roberts']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Quick Change --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Path (Raw):       Quick Change --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Neg LogProb(↓):   0.612460
Path Entropy(↓):  1.015653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote intruder in the dust
Start Entity:     Intruder in the Dust
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Intruder in the Dust --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[has_genre]--> Drama
Path (Raw):       Intruder in the Dust --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[has_genre]--> Drama
Neg LogProb(↓):   0.042616
Path Entropy(↓):  0.210354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by gaston duprat were in which languages
Start Entity:     Gastón Duprat
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Gastón Duprat --[(INV) directed_by]--> The Man Next Door --[in_language]--> Spanish
Path (Raw):       Gastón Duprat --[No Operation]--> Gastón Duprat --[(INV) directed_by]--> The Man Next Door --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with test pilot fall under
Start Entity:     Test Pilot
Gold Answer:      [['Drama', 'Musical', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Test Pilot --[written_by]--> Vincent Lawrence --[(INV) written_by]--> Now and Forever --[has_genre]--> Drama
Path (Raw):       Test Pilot --[written_by]--> Vincent Lawrence --[(INV) written_by]--> Now and Forever --[has_genre]--> Drama
Neg LogProb(↓):   0.084052
Path Entropy(↓):  0.315306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the santa clause were in which genres
Start Entity:     The Santa Clause
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Santa Clause --[directed_by]--> John Pasquin --[(INV) directed_by]--> Jungle 2 Jungle --[has_genre]--> Comedy
Path (Raw):       The Santa Clause --[directed_by]--> John Pasquin --[(INV) directed_by]--> Jungle 2 Jungle --[has_genre]--> Comedy
Neg LogProb(↓):   0.002660
Path Entropy(↓):  0.019825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by susan seidelman were released in which years
Start Entity:     Susan Seidelman
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Susan Seidelman --[(INV) written_by]--> Boynton Beach Club --[release_year]--> 2005
Path (Raw):       Susan Seidelman --[No Operation]--> Susan Seidelman --[(INV) written_by]--> Boynton Beach Club --[release_year]--> 2005
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe eraserhead
Start Entity:     Eraserhead
Gold Answer:      [['national film registry', 'david lynch', 'lynch', 'surreal']]
Predicted Ans:    david lynch
Predicted Path:   Eraserhead --[has_tags]--> david lynch --[(INV) has_tags]--> The Straight Story --[has_tags]--> david lynch
Path (Raw):       Eraserhead --[has_tags]--> david lynch --[(INV) has_tags]--> The Straight Story --[has_tags]--> david lynch
Neg LogProb(↓):   0.214481
Path Entropy(↓):  0.711189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by charles crichton
Start Entity:     charles crichton
Gold Answer:      [['The Lavender Hill Mob', 'Hue and Cry', 'Dead of Night', 'A Fish Called Wanda', 'The Titfield Thunderbolt']]
Predicted Ans:    The Titfield Thunderbolt
Predicted Path:   charles crichton --[(INV) has_tags]--> The Titfield Thunderbolt --[has_tags]--> charles crichton --[(INV) has_tags]--> The Titfield Thunderbolt
Path (Raw):       charles crichton --[(INV) has_tags]--> The Titfield Thunderbolt --[has_tags]--> charles crichton --[(INV) has_tags]--> The Titfield Thunderbolt
Neg LogProb(↓):   0.444455
Path Entropy(↓):  1.092864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in monte carlo
Start Entity:     Monte Carlo
Gold Answer:      [['Selena Gomez', 'Katie Cassidy', 'Leighton Meester']]
Predicted Ans:    Jeanette MacDonald
Predicted Path:   Monte Carlo --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Love Parade --[starred_actors]--> Jeanette MacDonald
Path (Raw):       Monte Carlo --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Love Parade --[starred_actors]--> Jeanette MacDonald
Neg LogProb(↓):   0.337269
Path Entropy(↓):  0.909471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote movies with istvan imre
Start Entity:     István Imre
Gold Answer:      [['Attila Dargay', 'István Fekete', 'Ede Tarbay']]
Predicted Ans:    István Imre
Predicted Path:   István Imre --[(INV) written_by]--> The Little Fox --[written_by]--> István Imre
Path (Raw):       István Imre --[No Operation]--> István Imre --[(INV) written_by]--> The Little Fox --[written_by]--> István Imre
Neg LogProb(↓):   0.048898
Path Entropy(↓):  0.224750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the screenwriter with don't move
Start Entity:     Don't Move
Gold Answer:      [['Twice Born']]
Predicted Ans:    Don't Move
Predicted Path:   Don't Move --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move
Path (Raw):       Don't Move --[No Operation]--> Don't Move --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move
Neg LogProb(↓):   0.003003
Path Entropy(↓):  0.023441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of broom - stick bunny
Start Entity:     Broom-Stick Bunny
Gold Answer:      [['1970']]
Predicted Ans:    1956
Predicted Path:   Broom-Stick Bunny --[directed_by]--> Chuck Jones --[(INV) directed_by]--> Broom-Stick Bunny --[release_year]--> 1956
Path (Raw):       Broom-Stick Bunny --[directed_by]--> Chuck Jones --[(INV) directed_by]--> Broom-Stick Bunny --[release_year]--> 1956
Neg LogProb(↓):   0.538113
Path Entropy(↓):  0.679021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Dan gildark was the director of which movies
Start Entity:     Dan Gildark
Gold Answer:      [['Cthulhu']]
Predicted Ans:    Cthulhu
Predicted Path:   Dan Gildark --[(INV) directed_by]--> Cthulhu --[directed_by]--> Dan Gildark --[(INV) directed_by]--> Cthulhu
Path (Raw):       Dan Gildark --[(INV) directed_by]--> Cthulhu --[directed_by]--> Dan Gildark --[(INV) directed_by]--> Cthulhu
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the emperor's candlesticks
Start Entity:     The Emperor's Candlesticks
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Emperor's Candlesticks --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Path (Raw):       The Emperor's Candlesticks --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.001222
Path Entropy(↓):  0.009671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie american buffalo were in which languages
Start Entity:     American Buffalo
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   American Buffalo --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[in_language]--> English
Path (Raw):       American Buffalo --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[in_language]--> English
Neg LogProb(↓):   1.084660
Path Entropy(↓):  1.328426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in agnes browne
Start Entity:     Agnes Browne
Gold Answer:      [['Nicolas Roeg', 'Sean Penn', 'Stephen Frears', 'Stewart Raffill', 'Francis Ford Coppola', 'Martha Coolidge', 'Clint Eastwood', 'Cyril Frankel', 'John Huston', 'Mira Nair', 'Katja von Garnier', 'Barry Sonnenfeld', 'Wes Anderson']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Agnes Browne --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[directed_by]--> Francis Ford Coppola
Path (Raw):       Agnes Browne --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.501803
Path Entropy(↓):  1.046038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the godfather
Start Entity:     The Godfather
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   The Godfather --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Conversation --[directed_by]--> Francis Ford Coppola
Path (Raw):       The Godfather --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Conversation --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.407647
Path Entropy(↓):  1.090306
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by bonnie sikowitz release
Start Entity:     Bonnie Sikowitz
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Bonnie Sikowitz --[(INV) written_by]--> The Accidental Husband --[release_year]--> 2008
Path (Raw):       Bonnie Sikowitz --[No Operation]--> Bonnie Sikowitz --[(INV) written_by]--> The Accidental Husband --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of a beginner's guide to endings
Start Entity:     A Beginner's Guide to Endings
Gold Answer:      [['Cop Land', 'Imaginary Crimes', 'City of Industry', 'Reservoir Dogs', 'Mean Streets', 'The Two Jakes', 'Bad Timing', 'Dangerous Game', 'Dallas 362', 'Clockers', 'Lulu on the Bridge', 'Head Above Water', 'Bugsy', "Who's That Knocking at My Door", 'American Outlaws', 'The Piano', 'The Last Temptation of Christ', 'U-571', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'The Vicious Kind', 'Saturn 3', 'Exposed', 'A Boy Called Hate', 'Shadows in the Sun', 'The Dog Problem', 'Red Dragon', 'Bad Lieutenant', 'Crime Spree', 'Rising Sun', 'The Border', 'The January Man', 'Smoke', 'Into the Blue', 'Wrong Turn at Tahoe', 'Blue Collar', 'Wise Guys', 'Taking Sides']]
Predicted Ans:    Exposed
Predicted Path:   A Beginner's Guide to Endings --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed
Path (Raw):       A Beginner's Guide to Endings --[No Operation]--> A Beginner's Guide to Endings --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed
Neg LogProb(↓):   0.235871
Path Entropy(↓):  0.832249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of dawn of the dead is also the director of which films
Start Entity:     Dawn of the Dead
Gold Answer:      [['Land of the Dead', 'Creepshow', 'The Dark Half', 'Night of the Living Dead', 'Diary of the Dead', 'Survival of the Dead', 'Bruiser', 'Knightriders', '300', 'The Crazies', 'Man of Steel', 'Sucker Punch', 'Day of the Dead', 'Two Evil Eyes', 'Watchmen', 'Monkey Shines', 'Martin']]
Predicted Ans:    Two Evil Eyes
Predicted Path:   Dawn of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes
Path (Raw):       Dawn of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes --[No Operation]--> Two Evil Eyes
Neg LogProb(↓):   0.764520
Path Entropy(↓):  1.500476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with loosies fall under
Start Entity:     Loosies
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Loosies --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       Loosies --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.171716
Path Entropy(↓):  0.615347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by dorothy provine were written by who
Start Entity:     Dorothy Provine
Gold Answer:      [['James Fritzell', 'Everett Greenbaum', 'Jack Finney', 'David Swift']]
Predicted Ans:    David Swift
Predicted Path:   Dorothy Provine --[(INV) starred_actors]--> Good Neighbor Sam --[written_by]--> David Swift
Path (Raw):       Dorothy Provine --[No Operation]--> Dorothy Provine --[(INV) starred_actors]--> Good Neighbor Sam --[written_by]--> David Swift
Neg LogProb(↓):   0.297749
Path Entropy(↓):  0.679206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe it started with eve
Start Entity:     It Started with Eve
Gold Answer:      [['henry koster']]
Predicted Ans:    henry koster
Predicted Path:   It Started with Eve --[has_tags]--> henry koster --[(INV) has_tags]--> It Started with Eve --[has_tags]--> henry koster
Path (Raw):       It Started with Eve --[has_tags]--> henry koster --[(INV) has_tags]--> It Started with Eve --[has_tags]--> henry koster
Neg LogProb(↓):   0.973152
Path Entropy(↓):  1.161017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of child's play was who
Start Entity:     Child's Play
Gold Answer:      [['Tom Holland']]
Predicted Ans:    Tom Holland
Predicted Path:   Child's Play --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[directed_by]--> Tom Holland
Path (Raw):       Child's Play --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[directed_by]--> Tom Holland
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000253
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by tengiz abuladze
Start Entity:     Tengiz Abuladze
Gold Answer:      [['Philippe Caland']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   Tengiz Abuladze --[(INV) directed_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Path (Raw):       Tengiz Abuladze --[No Operation]--> Tengiz Abuladze --[(INV) directed_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.009290
Path Entropy(↓):  0.052878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Chori chori chupke chupke, when was it released
Start Entity:     Chori Chori Chupke Chupke
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Chori Chori Chupke Chupke --[release_year]--> 2001 --[(INV) release_year]--> Jurassic Park III --[release_year]--> 2001
Path (Raw):       Chori Chori Chupke Chupke --[release_year]--> 2001 --[(INV) release_year]--> Jurassic Park III --[release_year]--> 2001
Neg LogProb(↓):   3.406550
Path Entropy(↓):  4.880229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the red shoes
Start Entity:     The Red Shoes
Gold Answer:      [['Peter Yeldham', 'Norman Lindsay', 'Mary Webb', 'Leo Marks', 'Rumer Godden', 'Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Norman Lindsay
Predicted Path:   The Red Shoes --[directed_by]--> Michael Powell --[(INV) directed_by]--> Age of Consent --[written_by]--> Norman Lindsay
Path (Raw):       The Red Shoes --[directed_by]--> Michael Powell --[(INV) directed_by]--> Age of Consent --[written_by]--> Norman Lindsay
Neg LogProb(↓):   0.400541
Path Entropy(↓):  1.253646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of restless
Start Entity:     Restless
Gold Answer:      [['Aku Louhimies']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Restless --[written_by]--> Aleksi Bardy --[(INV) written_by]--> Restless --[directed_by]--> Gus Van Sant
Path (Raw):       Restless --[written_by]--> Aleksi Bardy --[(INV) written_by]--> Restless --[directed_by]--> Gus Van Sant
Neg LogProb(↓):   0.235148
Path Entropy(↓):  0.550819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by the screenwriter of about time
Start Entity:     About Time
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   About Time --[written_by]--> Richard Curtis --[(INV) written_by]--> Love Actually --[has_genre]--> Comedy
Path (Raw):       About Time --[written_by]--> Richard Curtis --[(INV) written_by]--> Love Actually --[has_genre]--> Comedy
Neg LogProb(↓):   0.376723
Path Entropy(↓):  0.844425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by james p. cavanagh
Start Entity:     James P. Cavanagh
Gold Answer:      [['George Pollock']]
Predicted Ans:    George Pollock
Predicted Path:   James P. Cavanagh --[(INV) written_by]--> Murder at the Gallop --[directed_by]--> George Pollock
Path (Raw):       James P. Cavanagh --[No Operation]--> James P. Cavanagh --[(INV) written_by]--> Murder at the Gallop --[directed_by]--> George Pollock
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with forbidden games were released in which years
Start Entity:     Forbidden Games
Gold Answer:      [['1971', '1969', '1960', '1947']]
Predicted Ans:    1947
Predicted Path:   Forbidden Games --[written_by]--> René Clément --[(INV) written_by]--> The Damned --[release_year]--> 1947
Path (Raw):       Forbidden Games --[written_by]--> René Clément --[(INV) written_by]--> The Damned --[release_year]--> 1947
Neg LogProb(↓):   0.549646
Path Entropy(↓):  0.951520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed paperhouse
Start Entity:     Paperhouse
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Paperhouse --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Mr. Nice --[in_language]--> Spanish
Path (Raw):       Paperhouse --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Mr. Nice --[in_language]--> Spanish
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did johnny kevorkian write
Start Entity:     Johnny Kevorkian
Gold Answer:      [['The Disappeared']]
Predicted Ans:    The Disappeared
Predicted Path:   Johnny Kevorkian --[(INV) written_by]--> The Disappeared --[written_by]--> Johnny Kevorkian --[(INV) written_by]--> The Disappeared
Path (Raw):       Johnny Kevorkian --[(INV) written_by]--> The Disappeared --[written_by]--> Johnny Kevorkian --[(INV) written_by]--> The Disappeared
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with kahaani were released in which years
Start Entity:     Kahaani
Gold Answer:      [['2009']]
Predicted Ans:    2012
Predicted Path:   Kahaani --[written_by]--> Advaita Kala --[(INV) written_by]--> Kahaani --[release_year]--> 2012
Path (Raw):       Kahaani --[written_by]--> Advaita Kala --[(INV) written_by]--> Kahaani --[release_year]--> 2012
Neg LogProb(↓):   0.000495
Path Entropy(↓):  0.004260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by they came together writers release
Start Entity:     They Came Together
Gold Answer:      [['2008', '2001', '2005', '2012', '2007']]
Predicted Ans:    2008
Predicted Path:   They Came Together --[written_by]--> David Wain --[(INV) written_by]--> Role Models --[release_year]--> 2008
Path (Raw):       They Came Together --[written_by]--> David Wain --[(INV) written_by]--> Role Models --[release_year]--> 2008
Neg LogProb(↓):   0.150983
Path Entropy(↓):  0.558157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the day of the doctor
Start Entity:     The Day of the Doctor
Gold Answer:      [['John Hurt', 'David Tennant', 'Matt Smith']]
Predicted Ans:    John Hurt
Predicted Path:   The Day of the Doctor --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Watership Down --[starred_actors]--> John Hurt
Path (Raw):       The Day of the Doctor --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Watership Down --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.058205
Path Entropy(↓):  0.230027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie after the thin man
Start Entity:     After the Thin Man
Gold Answer:      [['1970', '1946', '1954', '1944', '2003', '1959', '1936', '1935', '1941', '1968', '1963', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1976', '1948', '1971', '1942', '1940', '1938', '1996', '2002', '1961', '1955', '1962', '1934', '1949', '1966', '1950', '1960', '1952', '1929', '1965', '1945', '1937', '1986', '1928', '1958']]
Predicted Ans:    1935
Predicted Path:   After the Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Rendezvous --[release_year]--> 1935
Path (Raw):       After the Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Rendezvous --[release_year]--> 1935
Neg LogProb(↓):   1.543602
Path Entropy(↓):  2.672994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in dead fish
Start Entity:     Dead Fish
Gold Answer:      [['Amanda Silver', 'Rick Jaffa', 'Alan Bennett', 'John Lahr', 'Andrew W. Marlowe', 'Luc Besson', 'Mark Bomback', 'Gary Young', 'Nick Rowntree', 'Peter Buchman', 'Christopher Paolini', 'Jonathan Frank', 'Alex Cox', 'Christopher Nolan', 'David Seltzer', 'Jonathan Nolan', 'David S. Goyer', 'Dennis McIntyre', 'Alan Parker', 'Frank McCourt', 'Simon Beaufoy', 'Wim Wenders', 'Koldo Serra', 'Shane Meadows', 'Jorge Blanco', 'Joe Stillman', 'Barry L. Levy', 'Joseph Finder', 'Gary Whitta', 'Ted Griffin', 'Tony Grisoni', 'Paul Laverty', 'Marshall Lewy', 'James Hicks', 'Richard Doyle', 'Nathaniel Hawthorne', 'Thomas Harris', 'Samantha Morton', 'Michael Miner', 'Rod Lurie', 'Ronan Bennett', 'Edward Neumeier']]
Predicted Ans:    Paul Laverty
Predicted Path:   Dead Fish --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Path (Raw):       Dead Fish --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Neg LogProb(↓):   0.176778
Path Entropy(↓):  0.748906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the dreamlife of angels
Start Entity:     The Dreamlife of Angels
Gold Answer:      [['Jane Fonda', 'Vanessa Redgrave', 'Tilda Swinton', 'Jason Robards']]
Predicted Ans:    Jane Fonda
Predicted Path:   The Dreamlife of Angels --[written_by]--> Erick Zonca --[(INV) written_by]--> Julia --[starred_actors]--> Jane Fonda
Path (Raw):       The Dreamlife of Angels --[written_by]--> Erick Zonca --[(INV) written_by]--> Julia --[starred_actors]--> Jane Fonda
Neg LogProb(↓):   0.376790
Path Entropy(↓):  0.851811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in twenty bucks
Start Entity:     Twenty Bucks
Gold Answer:      [['Linda Hunt']]
Predicted Ans:    Penelope Ann Miller
Predicted Path:   Twenty Bucks --[starred_actors]--> Linda Hunt --[(INV) starred_actors]--> The Relic --[starred_actors]--> Penelope Ann Miller
Path (Raw):       Twenty Bucks --[starred_actors]--> Linda Hunt --[(INV) starred_actors]--> The Relic --[starred_actors]--> Penelope Ann Miller
Neg LogProb(↓):   0.025652
Path Entropy(↓):  0.134270
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie green dragon are written by who
Start Entity:     Green Dragon
Gold Answer:      [['Bruce Joel Rubin', 'Craig Bolotin', 'Helen Deutsch', 'Oliver Hirschbiegel', 'Langston Hughes', 'Carl Ellsworth', 'Aaron Harvey', 'John Milius', 'Philippe Caland', 'Peter Markle', 'Dominique Lapierre', 'Ron Cutler', 'Eric Garcia', 'Allan Scott', 'Giles Foden', 'Kenneth Pressman', 'Robin Hunter', 'Chester Himes', 'L. Ron Hubbard', 'Shelley Miller', 'Abel Ferrara', 'Mark Medoff', 'James R. Silke', 'David Koepp', 'Gene Quintano', 'John Foster', 'Neil Jordan', 'Aric Avelino', 'Steven Bagatourian', 'Barry L. Levy', 'Jeremy Brock', 'Eleanor Bergstein', 'Kevin Reynolds', 'Tengiz Abuladze', 'James Ellroy', 'Atom Egoyan', 'Kasi Lemmons', 'Alan Jacobs', 'Jeremy Passmore', 'Gerald Di Pego', 'S.E. Hinton', 'Robert Rodat', 'Michael Jenning', 'Peter Morgan']]
Predicted Ans:    Oliver Hirschbiegel
Predicted Path:   Green Dragon --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[written_by]--> Oliver Hirschbiegel
Path (Raw):       Green Dragon --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[written_by]--> Oliver Hirschbiegel
Neg LogProb(↓):   0.253108
Path Entropy(↓):  0.668875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the man who shot liberty valance also wrote which films
Start Entity:     The Man Who Shot Liberty Valance
Gold Answer:      [['Fort Apache', 'Dancing Lady', 'Rio Grande', 'The Sea Chase', 'A Man Called Horse', 'Ten Tall Men']]
Predicted Ans:    Rio Grande
Predicted Path:   The Man Who Shot Liberty Valance --[written_by]--> James Warner Bellah --[(INV) written_by]--> Rio Grande
Path (Raw):       The Man Who Shot Liberty Valance --[written_by]--> James Warner Bellah --[(INV) written_by]--> Rio Grande --[No Operation]--> Rio Grande
Neg LogProb(↓):   0.691654
Path Entropy(↓):  1.119423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film 4 for texas
Start Entity:     4 for Texas
Gold Answer:      [['1980', '1970', '1954', '1959', '2006', '1967', '1935', '1979', '1984', '2007', '1968', '1963', '1957', '1951', '1953', '1956', '2002', '1961', '1955', '1962', '1964', '1949', '1966', '1950', '1960', '1965', '1945', '1958']]
Predicted Ans:    1955
Predicted Path:   4 for Texas --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Path (Raw):       4 for Texas --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Neg LogProb(↓):   0.863326
Path Entropy(↓):  2.069346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of sans soleil
Start Entity:     Sans Soleil
Gold Answer:      [['La Jetée', 'The Last Bolshevik', 'Level Five', 'A.K.']]
Predicted Ans:    Level Five
Predicted Path:   Sans Soleil --[directed_by]--> Chris Marker --[(INV) directed_by]--> Level Five
Path (Raw):       Sans Soleil --[directed_by]--> Chris Marker --[(INV) directed_by]--> Level Five --[No Operation]--> Level Five
Neg LogProb(↓):   0.162981
Path Entropy(↓):  0.482325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by david schneider
Start Entity:     David Schneider
Gold Answer:      [['Patrick Breen', 'John B. Crye', 'Seann William Scott', 'Timm Sharp']]
Predicted Ans:    Patrick Breen
Predicted Path:   David Schneider --[(INV) directed_by]--> Stark Raving Mad --[starred_actors]--> Patrick Breen
Path (Raw):       David Schneider --[No Operation]--> David Schneider --[(INV) directed_by]--> Stark Raving Mad --[starred_actors]--> Patrick Breen
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by milla jovovich
Start Entity:     Milla Jovovich
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Milla Jovovich --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Path (Raw):       Milla Jovovich --[No Operation]--> Milla Jovovich --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.000809
Path Entropy(↓):  0.007310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by ron thompson were in which genres
Start Entity:     Ron Thompson
Gold Answer:      [['Drama', 'Music', 'Animation']]
Predicted Ans:    Drama
Predicted Path:   Ron Thompson --[(INV) starred_actors]--> American Pop --[has_genre]--> Drama
Path (Raw):       Ron Thompson --[No Operation]--> Ron Thompson --[(INV) starred_actors]--> American Pop --[has_genre]--> Drama
Neg LogProb(↓):   0.012093
Path Entropy(↓):  0.073388
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of the witches
Start Entity:     The Witches
Gold Answer:      [['English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   The Witches --[written_by]--> Nigel Kneale --[(INV) written_by]--> The Woman in Black --[in_language]--> English
Path (Raw):       The Witches --[written_by]--> Nigel Kneale --[(INV) written_by]--> The Woman in Black --[in_language]--> English
Neg LogProb(↓):   0.001933
Path Entropy(↓):  0.015706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did giovanni rodriguez write
Start Entity:     Giovanni Rodriguez
Gold Answer:      [['Red Canyon']]
Predicted Ans:    Red Canyon
Predicted Path:   Giovanni Rodriguez --[(INV) written_by]--> Red Canyon --[written_by]--> Laura Pratt --[(INV) written_by]--> Red Canyon
Path (Raw):       Giovanni Rodriguez --[(INV) written_by]--> Red Canyon --[written_by]--> Laura Pratt --[(INV) written_by]--> Red Canyon
Neg LogProb(↓):   0.000203
Path Entropy(↓):  0.001951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of michael mfume acted films
Start Entity:     Michael Mfume
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Michael Mfume --[(INV) starred_actors]--> Ax 'Em --[release_year]--> 1992
Path (Raw):       Michael Mfume --[No Operation]--> Michael Mfume --[(INV) starred_actors]--> Ax 'Em --[release_year]--> 1992
Neg LogProb(↓):   0.002690
Path Entropy(↓):  0.019346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of attack force
Start Entity:     Attack Force
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Attack Force --[written_by]--> Steven Seagal --[(INV) written_by]--> Into the Sun --[has_genre]--> Action
Path (Raw):       Attack Force --[written_by]--> Steven Seagal --[(INV) written_by]--> Into the Sun --[has_genre]--> Action
Neg LogProb(↓):   0.530108
Path Entropy(↓):  0.875736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Marie avgeropoulos appears in which movies
Start Entity:     Marie Avgeropoulos
Gold Answer:      [['Tracers']]
Predicted Ans:    Tracers
Predicted Path:   Marie Avgeropoulos --[(INV) starred_actors]--> Tracers --[starred_actors]--> Taylor Lautner --[(INV) starred_actors]--> Tracers
Path (Raw):       Marie Avgeropoulos --[(INV) starred_actors]--> Tracers --[starred_actors]--> Taylor Lautner --[(INV) starred_actors]--> Tracers
Neg LogProb(↓):   0.006802
Path Entropy(↓):  0.041266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with champagne for caesar were released in which years
Start Entity:     Champagne for Caesar
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Champagne for Caesar --[written_by]--> Hans Jacoby --[(INV) written_by]--> Sirocco --[release_year]--> 1951
Path (Raw):       Champagne for Caesar --[written_by]--> Hans Jacoby --[(INV) written_by]--> Sirocco --[release_year]--> 1951
Neg LogProb(↓):   0.002967
Path Entropy(↓):  0.020209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in piranha 3d
Start Entity:     Piranha 3D
Gold Answer:      [['1980', '2008', '1993', '2006', '1985', '1974', '1984', '1977', '1998', '2009', '1933', '1951', '2010', '2004', '1973', '1994', '1956', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1988', '1978', '1964', '1997', '1975', '2000', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   Piranha 3D --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Path (Raw):       Piranha 3D --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   1.052009
Path Entropy(↓):  2.286073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by lars gudmestad starred which actors
Start Entity:     Lars Gudmestad
Gold Answer:      [['Robbie Coltrane', 'Rene Russo']]
Predicted Ans:    Robbie Coltrane
Predicted Path:   Lars Gudmestad --[(INV) written_by]--> Buddy --[starred_actors]--> Robbie Coltrane
Path (Raw):       Lars Gudmestad --[No Operation]--> Lars Gudmestad --[(INV) written_by]--> Buddy --[starred_actors]--> Robbie Coltrane
Neg LogProb(↓):   0.000422
Path Entropy(↓):  0.003699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of gods and monsters also starred in which films
Start Entity:     Gods and Monsters
Gold Answer:      [['Mrs. Winterbourne', 'Scandal', 'Girl with Green Eyes', 'Escape from Planet Earth', 'X-Men', 'The Scarlet Pimpernel', 'Apt Pupil', 'Airheads', 'My Dog Tulip', 'The Air I Breathe', 'Smashing Time', 'School Ties', 'Intersection', 'George of the Jungle', 'Peter Pan', 'Monkeybone', 'Encino Man', 'Still Breathing', 'The Passion of Darkly Noon', 'Georgy Girl', 'Stardust', 'The Mummy Returns', 'Furry Vengeance', 'Journey to the Center of the Earth', 'Neverwas', 'Bedazzled', 'With Honors', 'The Ballad of Little Jo', 'Leap of Faith', 'Boiling Point', 'The Last Time', 'Inkheart', 'Extraordinary Measures', 'Pawn Shop Chronicles', 'The Da Vinci Code', 'The Nut Job', 'Play It to the Bone', 'Blaze', 'The Scout', 'Raising Cain', 'Dudley Do-Right', 'Blast from the Past', 'The Mummy', 'The Quiet American', 'My Kingdom', 'Flushed Away', 'Richard III', 'Asylum']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   Gods and Monsters --[starred_actors]--> Ian McKellen --[(INV) starred_actors]--> The Da Vinci Code
Path (Raw):       Gods and Monsters --[starred_actors]--> Ian McKellen --[No Operation]--> Ian McKellen --[(INV) starred_actors]--> The Da Vinci Code
Neg LogProb(↓):   0.252152
Path Entropy(↓):  0.907754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in lili damita starred movies
Start Entity:     Lili Damita
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Lili Damita --[(INV) starred_actors]--> This Is the Night --[in_language]--> English
Path (Raw):       Lili Damita --[No Operation]--> Lili Damita --[(INV) starred_actors]--> This Is the Night --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of ring of darkness also directed which movies
Start Entity:     Ring of Darkness
Gold Answer:      [['Retro Puppet Master', 'Leather Jacket Love Story', 'Curse of the Puppet Master', 'Sorority Babes in the Slimeball Bowl-O-Rama']]
Predicted Ans:    Ring of Darkness
Predicted Path:   Ring of Darkness --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness
Path (Raw):       Ring of Darkness --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[No Operation]--> Ring of Darkness
Neg LogProb(↓):   1.024699
Path Entropy(↓):  1.374821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of james salter written films
Start Entity:     James Salter
Gold Answer:      [['Michael Ritchie', 'Dick Powell', 'Kjell Sundvall']]
Predicted Ans:    Dick Powell
Predicted Path:   James Salter --[(INV) written_by]--> The Hunters --[directed_by]--> Dick Powell
Path (Raw):       James Salter --[No Operation]--> James Salter --[(INV) written_by]--> The Hunters --[directed_by]--> Dick Powell
Neg LogProb(↓):   0.005443
Path Entropy(↓):  0.034214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of rko 281
Start Entity:     RKO 281
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   RKO 281 --[directed_by]--> Benjamin Ross --[(INV) directed_by]--> The Young Poisoner's Handbook --[release_year]--> 1995
Path (Raw):       RKO 281 --[directed_by]--> Benjamin Ross --[(INV) directed_by]--> The Young Poisoner's Handbook --[release_year]--> 1995
Neg LogProb(↓):   0.233873
Path Entropy(↓):  0.561889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film cropsey
Start Entity:     Cropsey
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Cropsey --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Cropsey --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.024625
Path Entropy(↓):  4.726002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the change - up
Start Entity:     The Change-Up
Gold Answer:      [['Fred Claus', 'Shanghai Knights', 'Clay Pigeons', 'The Judge', 'Wedding Crashers']]
Predicted Ans:    The Change-Up
Predicted Path:   The Change-Up --[directed_by]--> David Dobkin --[(INV) directed_by]--> The Change-Up
Path (Raw):       The Change-Up --[No Operation]--> The Change-Up --[directed_by]--> David Dobkin --[(INV) directed_by]--> The Change-Up
Neg LogProb(↓):   0.349221
Path Entropy(↓):  0.918740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by the theory of everything actors
Start Entity:     The Theory of Everything
Gold Answer:      [['Abi Morgan', 'Claire Tomalin', 'Ben York Jones', 'Tom Williams', 'Drake Doremus', 'Rupert Goold', 'David Kajganich', 'Michael Finkel', 'Adrian Hodges', 'Colin Clark', 'Pete Hamill', 'Dario Poloni', 'Tamzin Rafn']]
Predicted Ans:    Ben York Jones
Predicted Path:   The Theory of Everything --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Breathe In --[written_by]--> Ben York Jones
Path (Raw):       The Theory of Everything --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Breathe In --[written_by]--> Ben York Jones
Neg LogProb(↓):   0.016888
Path Entropy(↓):  0.100182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of red desert were directed by who
Start Entity:     Red Desert
Gold Answer:      [['Federico Fellini', 'Wim Wenders', 'Giuseppe Tornatore', 'Michelangelo Antonioni', 'Steven Soderbergh', 'Francesco Rosi', 'Kirk Jones']]
Predicted Ans:    Wim Wenders
Predicted Path:   Red Desert --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Path (Raw):       Red Desert --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.372206
Path Entropy(↓):  0.879994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film forever amber starred which actors
Start Entity:     Forever Amber
Gold Answer:      [['Cornel Wilde', 'George Sanders', 'Linda Darnell', 'Richard Greene']]
Predicted Ans:    Cornel Wilde
Predicted Path:   Forever Amber --[starred_actors]--> Cornel Wilde --[(INV) starred_actors]--> Beach Red --[starred_actors]--> Cornel Wilde
Path (Raw):       Forever Amber --[starred_actors]--> Cornel Wilde --[(INV) starred_actors]--> Beach Red --[starred_actors]--> Cornel Wilde
Neg LogProb(↓):   1.048246
Path Entropy(↓):  0.933191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by john r. tunis release
Start Entity:     John R. Tunis
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   John R. Tunis --[(INV) written_by]--> Hard, Fast and Beautiful --[release_year]--> 1951
Path (Raw):       John R. Tunis --[No Operation]--> John R. Tunis --[(INV) written_by]--> Hard, Fast and Beautiful --[release_year]--> 1951
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of erin byron acted films
Start Entity:     Erin Byron
Gold Answer:      [['Lenny Juliano']]
Predicted Ans:    Lenny Juliano
Predicted Path:   Erin Byron --[(INV) starred_actors]--> Cheerleader Massacre --[written_by]--> Lenny Juliano
Path (Raw):       Erin Byron --[No Operation]--> Erin Byron --[(INV) starred_actors]--> Cheerleader Massacre --[written_by]--> Lenny Juliano
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did hiroshi abe star in
Start Entity:     Hiroshi Abe
Gold Answer:      [['Chocolate']]
Predicted Ans:    Chocolate
Predicted Path:   Hiroshi Abe --[(INV) starred_actors]--> Chocolate --[starred_actors]--> Hiroshi Abe --[(INV) starred_actors]--> Chocolate
Path (Raw):       Hiroshi Abe --[(INV) starred_actors]--> Chocolate --[starred_actors]--> Hiroshi Abe --[(INV) starred_actors]--> Chocolate
Neg LogProb(↓):   0.000330
Path Entropy(↓):  0.002974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the shaggy dog
Start Entity:     The Shaggy Dog
Gold Answer:      [['Annette Funicello', 'Tommy Kirk', 'Fred MacMurray', 'Jean Hagen']]
Predicted Ans:    Tommy Kirk
Predicted Path:   The Shaggy Dog --[starred_actors]--> Tommy Kirk --[(INV) starred_actors]--> The Shaggy Dog --[starred_actors]--> Tommy Kirk
Path (Raw):       The Shaggy Dog --[starred_actors]--> Tommy Kirk --[(INV) starred_actors]--> The Shaggy Dog --[starred_actors]--> Tommy Kirk
Neg LogProb(↓):   0.241783
Path Entropy(↓):  0.712153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film arthur
Start Entity:     Arthur
Gold Answer:      [['James Herbert', 'Greta Gerwig', 'Krzysztof Krauze', 'Michael Hoffman', 'David Mamet', 'David Lynch', 'Matthew Michael Carnahan', 'Zoe Lister Jones', 'Masanori Hata', 'Paul Theroux', 'Noah Baumbach', 'Raphael Holinshed', 'Matthew Robinson', 'Zak Penn', 'Arthur C. Clarke', 'Mark Steven Johnson', 'Raven Metzner', 'Frank Miller', 'Mary Agnes Donoghue', 'Lewis Gilbert', 'Mark Duplass', 'Jim Sheridan', 'Billy Ray', 'Peter Hyams', 'Mark Herman', 'Barry Levinson', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves', 'Nicholas Stoller', 'Ricky Gervais', 'Jason Segel', 'Daryl Wein', 'Jay Duplass', 'Peter Yeldham', 'Norman Lindsay', 'Susannah Grant', 'Stephen Rebello', 'Diablo Cody', 'Derek Granger', 'Graham Greene', 'Tim Sullivan', 'Assaf Bernstein', 'Peter Straughan', 'Peter Morgan', 'Mary Gallagher', 'Barbara Branden', 'Joe Swanberg', 'Judith Viorst', 'Rob Lieber', 'William Shakespeare', 'Preston Sturges', 'Jane Goldman', 'Gore Vidal', 'Matthew Vaughn', 'Charles Sturridge', 'Peter Cook', 'Michael Winner', 'Peter Buckman', 'Thomas Malory', 'Juliette Towhidi', 'Stuart Gillard', 'Tony Gilroy', 'Bernard Slade', 'Dudley Moore', 'Tim Firth', 'Whit Stillman', 'Richard Dooling', 'Steven Knight', 'Richard C. Morais', 'W. Somerset Maugham', 'Edward Anhalt', 'Jean Anouilh', 'Jay Parini', 'Jennifer Jason Leigh', 'Marshall Brickman', 'Tom Stoppard', 'Ian McEwan', 'Blake Edwards', 'Peter Greenaway', 'Steve Lawson', 'Bernard Pomerance', 'Jon Lucas', 'Scott Moore', 'Kevin Williamson', 'John Boorman', 'Anthony Shaffer', 'Agatha Christie', 'Robert Klane', 'Valerie Curtin', 'Harold Ramis', 'Terry George', 'Orson Welles', 'Harold Pinter', 'Howard Korder', 'Fred Mustard Stewart']]
Predicted Ans:    Steven Knight
Predicted Path:   Arthur --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Hundred-Foot Journey --[written_by]--> Steven Knight
Path (Raw):       Arthur --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Hundred-Foot Journey --[written_by]--> Steven Knight
Neg LogProb(↓):   1.651783
Path Entropy(↓):  2.523580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie pusher
Start Entity:     Pusher
Gold Answer:      [['2012']]
Predicted Ans:    1996
Predicted Path:   Pusher --[starred_actors]--> Agyness Deyn --[(INV) starred_actors]--> Pusher --[release_year]--> 1996
Path (Raw):       Pusher --[starred_actors]--> Agyness Deyn --[(INV) starred_actors]--> Pusher --[release_year]--> 1996
Neg LogProb(↓):   0.485248
Path Entropy(↓):  0.725365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre does the disorderly orderly fall under
Start Entity:     The Disorderly Orderly
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Disorderly Orderly --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Disorderly Orderly --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.327260
Path Entropy(↓):  4.454280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote will penny
Start Entity:     Will Penny
Gold Answer:      [['Tom Gries']]
Predicted Ans:    Tom Gries
Predicted Path:   Will Penny --[written_by]--> Tom Gries --[(INV) written_by]--> Will Penny --[written_by]--> Tom Gries
Path (Raw):       Will Penny --[written_by]--> Tom Gries --[(INV) written_by]--> Will Penny --[written_by]--> Tom Gries
Neg LogProb(↓):   0.000426
Path Entropy(↓):  0.003744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jarrad paul written films
Start Entity:     Jarrad Paul
Gold Answer:      [['Peyton Reed']]
Predicted Ans:    Peyton Reed
Predicted Path:   Jarrad Paul --[(INV) written_by]--> Yes Man --[directed_by]--> Peyton Reed
Path (Raw):       Jarrad Paul --[No Operation]--> Jarrad Paul --[(INV) written_by]--> Yes Man --[directed_by]--> Peyton Reed
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film holy flying circus
Start Entity:     Holy Flying Circus
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Holy Flying Circus --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Holy Flying Circus --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.677087
Path Entropy(↓):  5.141827
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film chicago released
Start Entity:     Chicago
Gold Answer:      [['1927']]
Predicted Ans:    1927
Predicted Path:   Chicago --[release_year]--> 1927 --[(INV) release_year]--> Upstream --[release_year]--> 1927
Path (Raw):       Chicago --[release_year]--> 1927 --[(INV) release_year]--> Upstream --[release_year]--> 1927
Neg LogProb(↓):   0.596431
Path Entropy(↓):  1.183113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by ted w. lawson
Start Entity:     Ted W. Lawson
Gold Answer:      [['Mervyn LeRoy']]
Predicted Ans:    Mervyn LeRoy
Predicted Path:   Ted W. Lawson --[(INV) written_by]--> Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy
Path (Raw):       Ted W. Lawson --[No Operation]--> Ted W. Lawson --[(INV) written_by]--> Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy
Neg LogProb(↓):   0.000140
Path Entropy(↓):  0.001392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by jeff nichols released
Start Entity:     Jeff Nichols
Gold Answer:      [['2012', '2011', '2007']]
Predicted Ans:    2007
Predicted Path:   Jeff Nichols --[(INV) written_by]--> Shotgun Stories --[release_year]--> 2007
Path (Raw):       Jeff Nichols --[No Operation]--> Jeff Nichols --[(INV) written_by]--> Shotgun Stories --[release_year]--> 2007
Neg LogProb(↓):   0.050677
Path Entropy(↓):  0.229863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by the ballad of little jo screenwriters
Start Entity:     The Ballad of Little Jo
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Ballad of Little Jo --[written_by]--> Maggie Greenwald --[(INV) written_by]--> Songcatcher --[in_language]--> English
Path (Raw):       The Ballad of Little Jo --[written_by]--> Maggie Greenwald --[(INV) written_by]--> Songcatcher --[in_language]--> English
Neg LogProb(↓):   0.000043
Path Entropy(↓):  0.000475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of doubt also wrote which movies
Start Entity:     Doubt
Gold Answer:      [['Joe Versus the Volcano', 'Moonstruck', 'The January Man']]
Predicted Ans:    Joe Versus the Volcano
Predicted Path:   Doubt --[written_by]--> John Patrick Shanley --[(INV) written_by]--> Joe Versus the Volcano
Path (Raw):       Doubt --[written_by]--> John Patrick Shanley --[(INV) written_by]--> Joe Versus the Volcano --[No Operation]--> Joe Versus the Volcano
Neg LogProb(↓):   0.144486
Path Entropy(↓):  0.398557
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the covenant also appears in which movies
Start Entity:     The Covenant
Gold Answer:      [['Battleship', '10,000 BC', 'Savages', 'The Grand Seduction', "She's the Man", 'The Ruins', 'Venom', 'The Apparition', 'The Bang Bang Club', 'Lone Survivor', 'John Carter']]
Predicted Ans:    10,000 BC
Predicted Path:   The Covenant --[starred_actors]--> Steven Strait --[(INV) starred_actors]--> 10,000 BC
Path (Raw):       The Covenant --[starred_actors]--> Steven Strait --[No Operation]--> Steven Strait --[(INV) starred_actors]--> 10,000 BC
Neg LogProb(↓):   0.751146
Path Entropy(↓):  1.118058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does carl reiner star in
Start Entity:     Carl Reiner
Gold Answer:      [["Dead Men Don't Wear Plaid", "The Spirit of '76"]]
Predicted Ans:    The Spirit of '76
Predicted Path:   Carl Reiner --[(INV) starred_actors]--> The Spirit of '76 --[starred_actors]--> Carl Reiner --[(INV) starred_actors]--> The Spirit of '76
Path (Raw):       Carl Reiner --[(INV) starred_actors]--> The Spirit of '76 --[starred_actors]--> Carl Reiner --[(INV) starred_actors]--> The Spirit of '76
Neg LogProb(↓):   0.099003
Path Entropy(↓):  0.385953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of fire of conscience
Start Entity:     Fire of Conscience
Gold Answer:      [['Dante Lam']]
Predicted Ans:    Dante Lam
Predicted Path:   Fire of Conscience --[directed_by]--> Dante Lam --[(INV) directed_by]--> Fire of Conscience --[written_by]--> Dante Lam
Path (Raw):       Fire of Conscience --[directed_by]--> Dante Lam --[(INV) directed_by]--> Fire of Conscience --[written_by]--> Dante Lam
Neg LogProb(↓):   0.063758
Path Entropy(↓):  0.233987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with red in
Start Entity:     Red
Gold Answer:      [['Japanese']]
Predicted Ans:    Lucky McKee
Predicted Path:   Red --[directed_by]--> Lucky McKee --[(INV) written_by]--> May --[written_by]--> Lucky McKee
Path (Raw):       Red --[directed_by]--> Lucky McKee --[(INV) written_by]--> May --[written_by]--> Lucky McKee
Neg LogProb(↓):   0.307922
Path Entropy(↓):  1.054469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films starred by franka potente
Start Entity:     Franka Potente
Gold Answer:      [['Richard Roxburgh', 'Oskar Roehler', 'Stefan Ruzowitzky', 'Tom Tykwer', 'Doug Liman']]
Predicted Ans:    Tom Tykwer
Predicted Path:   Franka Potente --[(INV) starred_actors]--> Run Lola Run --[directed_by]--> Tom Tykwer
Path (Raw):       Franka Potente --[No Operation]--> Franka Potente --[(INV) starred_actors]--> Run Lola Run --[directed_by]--> Tom Tykwer
Neg LogProb(↓):   0.302069
Path Entropy(↓):  0.782101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with noah harpster
Start Entity:     Noah Harpster
Gold Answer:      [['Willy Vlautin']]
Predicted Ans:    Noah Harpster
Predicted Path:   Noah Harpster --[(INV) written_by]--> The Motel Life --[written_by]--> Noah Harpster
Path (Raw):       Noah Harpster --[No Operation]--> Noah Harpster --[(INV) written_by]--> The Motel Life --[written_by]--> Noah Harpster
Neg LogProb(↓):   0.003443
Path Entropy(↓):  0.022928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by seven days in utopia actors
Start Entity:     Seven Days in Utopia
Gold Answer:      [['Philip Kaufman', 'Lasse Hallström', 'Dennis Hopper', 'Roland Joffé', 'David O. Russell', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Robert Altman', 'Billy Bob Thornton', 'Phil Alden Robinson', 'Mimi Leder', 'Henry Jaglom', 'Jon Turteltaub', 'Scott Stewart', 'George Lucas', 'Michael Corrente', 'Randa Haines', 'Emilio Aragón', 'Wim Wenders', 'Joel Schumacher', 'Francis Ford Coppola', 'Martha Coolidge', 'Victor Sjöström', 'Michael Winner', 'Steven Zaillian', 'Herbert Ross', 'Robert Duvall', 'Kevin Costner', 'Aaron Schneider', 'Ulu Grosbard', 'Richard Pearce', 'John Sturges', 'Courtney Hunt', 'David Dobkin', 'John Flynn', 'Sidney Lumet', 'Seth Gordon', 'Jake Scott', 'Sam Peckinpah', 'Lewis John Carlino', 'Bruce Beresford', 'Tim McCanlies']]
Predicted Ans:    Philip Kaufman
Predicted Path:   Seven Days in Utopia --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Path (Raw):       Seven Days in Utopia --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Neg LogProb(↓):   1.773762
Path Entropy(↓):  2.595924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the face of love starred which actors
Start Entity:     The Face of Love
Gold Answer:      [['Robin Williams', 'Annette Bening', 'Jess Weixler', 'Ed Harris']]
Predicted Ans:    Ed Harris
Predicted Path:   The Face of Love --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back --[starred_actors]--> Ed Harris
Path (Raw):       The Face of Love --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back --[starred_actors]--> Ed Harris
Neg LogProb(↓):   0.629647
Path Entropy(↓):  1.559566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of paul mariano directed movies
Start Entity:     Paul Mariano
Gold Answer:      [['Kurt Norton']]
Predicted Ans:    Kurt Norton
Predicted Path:   Paul Mariano --[(INV) directed_by]--> These Amazing Shadows --[written_by]--> Kurt Norton
Path (Raw):       Paul Mariano --[No Operation]--> Paul Mariano --[(INV) directed_by]--> These Amazing Shadows --[written_by]--> Kurt Norton
Neg LogProb(↓):   0.130649
Path Entropy(↓):  0.380782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer thomas e. gaddis
Start Entity:     Thomas E. Gaddis
Gold Answer:      [['Thelma Ritter', 'Burt Lancaster']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Thomas E. Gaddis --[(INV) written_by]--> Birdman of Alcatraz --[starred_actors]--> Burt Lancaster
Path (Raw):       Thomas E. Gaddis --[No Operation]--> Thomas E. Gaddis --[(INV) written_by]--> Birdman of Alcatraz --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by jack woods
Start Entity:     Jack Woods
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jack Woods --[(INV) directed_by]--> Equinox --[has_genre]--> Horror
Path (Raw):       Jack Woods --[No Operation]--> Jack Woods --[(INV) directed_by]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film reap the wild wind
Start Entity:     Reap the Wild Wind
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Reap the Wild Wind --[written_by]--> Thelma Strabel --[(INV) written_by]--> Undercurrent --[release_year]--> 1946
Path (Raw):       Reap the Wild Wind --[written_by]--> Thelma Strabel --[(INV) written_by]--> Undercurrent --[release_year]--> 1946
Neg LogProb(↓):   0.437859
Path Entropy(↓):  0.791026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of halloween also starred in which movies
Start Entity:     Halloween
Gold Answer:      [['The Tailor of Panama', 'My Girl', 'Evilenko', 'Warrior of the Lost World', 'Dominick and Eugene', 'My Girl 2', 'Wake in Fright', 'Get Crazy', 'Fantastic Voyage', 'Time After Time', 'True Lies', 'If....', 'Grandview, U.S.A.', 'Fist of the North Star', 'You Again', 'Soldier Blue', 'Caligula', 'The Black Windmill', 'Halloween II', 'Terror Train', 'How to Make a Monster', 'Virus', 'Will Penny', 'Aces High', 'Circus of Horrors', 'Prom Night', 'Royal Flash', 'The Company', 'The Barber', 'Forever Young', 'Gangster No. 1', 'Freaky Friday', 'Christmas with the Kranks', 'Blue Steel', 'The Fog', 'Amazing Grace and Chuck', 'Vampire in Venice', 'THX 1138', 'Figures in a Landscape', 'A Fish Called Wanda', 'O Lucky Man!', 'Beverly Hills Chihuahua', 'Dracula', 'Suing the Devil', 'House Arrest', 'Fierce Creatures', 'Telefon', 'The Night of the Generals', 'Mr. Freedom', 'A Clockwork Orange', "The Man Who Wouldn't Die"]]
Predicted Ans:    Vampire in Venice
Predicted Path:   Halloween --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice
Path (Raw):       Halloween --[starred_actors]--> Donald Pleasence --[No Operation]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice
Neg LogProb(↓):   1.054372
Path Entropy(↓):  1.597918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer alexandre bustillo
Start Entity:     Alexandre Bustillo
Gold Answer:      [['Alysson Paradis']]
Predicted Ans:    Alysson Paradis
Predicted Path:   Alexandre Bustillo --[(INV) written_by]--> Inside --[starred_actors]--> Alysson Paradis
Path (Raw):       Alexandre Bustillo --[No Operation]--> Alexandre Bustillo --[(INV) written_by]--> Inside --[starred_actors]--> Alysson Paradis
Neg LogProb(↓):   0.000190
Path Entropy(↓):  0.001842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the devil to pay!
Start Entity:     The Devil to Pay!
Gold Answer:      [['Luise Rainer', 'Vilma Bánky', 'William Powell', 'Joan Crawford', 'Frank Morgan', 'Jean Harlow', 'Cary Grant', 'Robert Montgomery', 'Rudolph Valentino', 'Franchot Tone']]
Predicted Ans:    Cary Grant
Predicted Path:   The Devil to Pay! --[directed_by]--> George Fitzmaurice --[(INV) directed_by]--> Suzy --[starred_actors]--> Cary Grant
Path (Raw):       The Devil to Pay! --[directed_by]--> George Fitzmaurice --[(INV) directed_by]--> Suzy --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.013261
Path Entropy(↓):  0.075746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by terence young
Start Entity:     terence young
Gold Answer:      [['Wait Until Dark', 'Dr. No', 'From Russia with Love', 'Thunderball']]
Predicted Ans:    Thunderball
Predicted Path:   terence young --[(INV) has_tags]--> Thunderball --[has_tags]--> terence young --[(INV) has_tags]--> Thunderball
Path (Raw):       terence young --[(INV) has_tags]--> Thunderball --[has_tags]--> terence young --[(INV) has_tags]--> Thunderball
Neg LogProb(↓):   0.001249
Path Entropy(↓):  0.009925
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of bruce almighty
Start Entity:     Bruce Almighty
Gold Answer:      [['Tom Shadyac', 'Roger Nygard', 'Steve Oedekerk', 'Frank Coraci']]
Predicted Ans:    Tom Shadyac
Predicted Path:   Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty --[directed_by]--> Tom Shadyac
Path (Raw):       Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty --[directed_by]--> Tom Shadyac
Neg LogProb(↓):   0.359225
Path Entropy(↓):  0.770075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by edward l. montoro release
Start Entity:     Edward L. Montoro
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Edward L. Montoro --[(INV) written_by]--> Day of the Animals --[release_year]--> 1977
Path (Raw):       Edward L. Montoro --[No Operation]--> Edward L. Montoro --[(INV) written_by]--> Day of the Animals --[release_year]--> 1977
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter david logan co - wrote films with who
Start Entity:     David Logan
Gold Answer:      [['John Hay']]
Predicted Ans:    David Logan
Predicted Path:   David Logan --[(INV) written_by]--> Lost Christmas --[written_by]--> David Logan
Path (Raw):       David Logan --[No Operation]--> David Logan --[(INV) written_by]--> Lost Christmas --[written_by]--> David Logan
Neg LogProb(↓):   0.008077
Path Entropy(↓):  0.047818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of the changeling
Start Entity:     The Changeling
Gold Answer:      [['1998', '1997', '1972', '1990', '1993', '1991', '1994']]
Predicted Ans:    1980
Predicted Path:   The Changeling --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[release_year]--> 1980
Path (Raw):       The Changeling --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[release_year]--> 1980
Neg LogProb(↓):   0.552464
Path Entropy(↓):  1.142135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of somebody up there likes me
Start Entity:     Somebody Up There Likes Me
Gold Answer:      [['Peter and Vandy', 'The Face of Love', 'Free Samples', 'A Walk in the Woods']]
Predicted Ans:    Free Samples
Predicted Path:   Somebody Up There Likes Me --[starred_actors]--> Jess Weixler --[(INV) starred_actors]--> Free Samples
Path (Raw):       Somebody Up There Likes Me --[starred_actors]--> Jess Weixler --[No Operation]--> Jess Weixler --[(INV) starred_actors]--> Free Samples
Neg LogProb(↓):   0.302452
Path Entropy(↓):  0.860737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by ten tall men actors
Start Entity:     Ten Tall Men
Gold Answer:      [['St. Clair McKelway', "Frank O'Rourke", 'Arthur Hailey', 'N. Richard Nash', 'Waldo Salt', 'Edward Anhalt', 'Aleksandr Gordon', 'Ernest Hemingway', 'Ernest Lehman', 'James Jones', 'Alan Sharp', 'John Guare', 'Clifford Odets', 'William Eastlake', 'Ketti Frings', 'Lucille Fletcher', 'Leon Uris', 'Andrei Tarkovsky', 'Bill Forsyth', 'Rod Serling', 'Sinclair Lewis', 'Giuseppe Tomasi di Lampedusa', 'John Cheever', 'Charles W. Bailey II', 'Fletcher Knebel', 'Luke Short', 'Ron Hutchinson', 'Tennessee Williams', 'Luchino Visconti', 'Don Tracy', 'Thomas E. Gaddis', 'Francis Ford Coppola', 'John Grisham', 'Felix Holt', 'Hal Kanter', 'Guy Trosper', 'Daniel Fuchs', 'H.G. Wells', 'Anthony Veiller', 'James Drought', 'Alan Le May', 'William Inge', 'Max Catto', 'Eleanor Perry', 'Rose Valland', 'Frank Davis', 'Franklin Coen', 'Walter Wager', 'Daniel Ford', 'Borden Chase', 'George Seaton', 'Richard Stanley', 'Elmore Leonard', "Liam O'Brien", 'Richard Brooks', 'Abby Mann', 'Evan Hunter']]
Predicted Ans:    Ron Hutchinson
Predicted Path:   Ten Tall Men --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       Ten Tall Men --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   1.996094
Path Entropy(↓):  2.862261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by meteor writers
Start Entity:     Meteor
Gold Answer:      [['Music', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Fantasy
Predicted Path:   Meteor --[written_by]--> Stanley Mann --[(INV) written_by]--> Circle of Iron --[has_genre]--> Fantasy
Path (Raw):       Meteor --[written_by]--> Stanley Mann --[(INV) written_by]--> Circle of Iron --[has_genre]--> Fantasy
Neg LogProb(↓):   0.595279
Path Entropy(↓):  0.925120
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by jerzy skolimowski
Start Entity:     Jerzy Skolimowski
Gold Answer:      [['Michael Austin', 'Robert Graves']]
Predicted Ans:    Jerzy Skolimowski
Predicted Path:   Jerzy Skolimowski --[(INV) directed_by]--> Deep End --[written_by]--> Jerzy Skolimowski
Path (Raw):       Jerzy Skolimowski --[No Operation]--> Jerzy Skolimowski --[(INV) directed_by]--> Deep End --[written_by]--> Jerzy Skolimowski
Neg LogProb(↓):   0.755287
Path Entropy(↓):  1.256104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a movie written by vikas swarup
Start Entity:     Vikas Swarup
Gold Answer:      [['Slumdog Millionaire']]
Predicted Ans:    Slumdog Millionaire
Predicted Path:   Vikas Swarup --[(INV) written_by]--> Slumdog Millionaire --[written_by]--> Vikas Swarup --[(INV) written_by]--> Slumdog Millionaire
Path (Raw):       Vikas Swarup --[(INV) written_by]--> Slumdog Millionaire --[written_by]--> Vikas Swarup --[(INV) written_by]--> Slumdog Millionaire
Neg LogProb(↓):   0.000689
Path Entropy(↓):  0.005705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of captains of the clouds
Start Entity:     Captains of the Clouds
Gold Answer:      [['Kitty Foyle', 'Something to Sing About', 'Great Guy', 'The Public Enemy', 'Tribute to a Bad Man', 'Boy Meets Girl', 'Torrid Zone', 'Gentleman Jim', 'Angels with Dirty Faces', 'One, Two, Three', 'The Fighting 69th', 'City for Conquest', 'Here Comes the Navy', 'Taxi!', 'Christmas in Connecticut', 'Love Me or Leave Me', 'Run for Cover', 'Footlight Parade', 'The Oklahoma Kid', 'Adventures of Don Juan', 'The Strawberry Blonde', 'The Time of Your Life', 'The Mayor of Hell', 'Blood on the Sun', 'Smart Money', 'Blonde Crazy', 'Each Dawn I Die', 'Lady Killer', 'A Message to Garcia', 'Ragtime', 'The West Point Story', "It's a Great Feeling", 'Background to Danger', 'The Bride Came C.O.D.', 'The Gallant Hours', 'This Is the Army', 'Mister Roberts', 'Man of a Thousand Faces', 'This Woman Is Dangerous', 'The Constant Nymph', 'Shake Hands with the Devil', 'The Crowd Roars', 'The Roaring Twenties', 'The Gun That Won the West', 'White Heat', 'Yankee Doodle Dandy', '13 Rue Madeleine']]
Predicted Ans:    The Roaring Twenties
Predicted Path:   Captains of the Clouds --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties
Path (Raw):       Captains of the Clouds --[starred_actors]--> James Cagney --[No Operation]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties
Neg LogProb(↓):   0.607569
Path Entropy(↓):  1.703311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie cinematographer style
Start Entity:     Cinematographer Style
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Cinematographer Style --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       Cinematographer Style --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   2.927671
Path Entropy(↓):  4.660075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie weddings and babies starred who
Start Entity:     Weddings and Babies
Gold Answer:      [['John Myhers', 'Viveca Lindfors']]
Predicted Ans:    Viveca Lindfors
Predicted Path:   Weddings and Babies --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Run for Cover --[starred_actors]--> Viveca Lindfors
Path (Raw):       Weddings and Babies --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Run for Cover --[starred_actors]--> Viveca Lindfors
Neg LogProb(↓):   0.488476
Path Entropy(↓):  1.079305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by amy jump
Start Entity:     Amy Jump
Gold Answer:      [['Ben Wheatley']]
Predicted Ans:    Ben Wheatley
Predicted Path:   Amy Jump --[(INV) written_by]--> Kill List --[directed_by]--> Ben Wheatley
Path (Raw):       Amy Jump --[No Operation]--> Amy Jump --[(INV) written_by]--> Kill List --[directed_by]--> Ben Wheatley
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of jeremias herskovits acted films
Start Entity:     Jeremias Herskovits
Gold Answer:      [['Alejandro Jodorowsky']]
Predicted Ans:    Alejandro Jodorowsky
Predicted Path:   Jeremias Herskovits --[(INV) starred_actors]--> The Dance of Reality --[directed_by]--> Alejandro Jodorowsky
Path (Raw):       Jeremias Herskovits --[No Operation]--> Jeremias Herskovits --[(INV) starred_actors]--> The Dance of Reality --[directed_by]--> Alejandro Jodorowsky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of beware of pity
Start Entity:     Beware of Pity
Gold Answer:      [['Letter from an Unknown Woman', 'Marie Antoinette', 'A Promise', 'Burning Secret', 'The Grand Budapest Hotel']]
Predicted Ans:    Marie Antoinette
Predicted Path:   Beware of Pity --[written_by]--> Stefan Zweig --[(INV) written_by]--> Marie Antoinette
Path (Raw):       Beware of Pity --[No Operation]--> Beware of Pity --[written_by]--> Stefan Zweig --[(INV) written_by]--> Marie Antoinette
Neg LogProb(↓):   0.916768
Path Entropy(↓):  1.313015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of fina torres written films
Start Entity:     Fina Torres
Gold Answer:      [['Angel Gracia']]
Predicted Ans:    Woman on Top
Predicted Path:   Fina Torres --[(INV) directed_by]--> Woman on Top --[directed_by]--> Fina Torres --[(INV) directed_by]--> Woman on Top
Path (Raw):       Fina Torres --[(INV) directed_by]--> Woman on Top --[directed_by]--> Fina Torres --[(INV) directed_by]--> Woman on Top
Neg LogProb(↓):   0.032899
Path Entropy(↓):  0.142866
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor adele mara acted together with who
Start Entity:     Adele Mara
Gold Answer:      [['John Agar', 'Gail Russell', 'John Wayne', 'Gig Young', 'Forrest Tucker']]
Predicted Ans:    John Wayne
Predicted Path:   Adele Mara --[(INV) starred_actors]--> Wake of the Red Witch --[starred_actors]--> John Wayne
Path (Raw):       Adele Mara --[No Operation]--> Adele Mara --[(INV) starred_actors]--> Wake of the Red Witch --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.083528
Path Entropy(↓):  0.279159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie inbetween worlds were released in which years
Start Entity:     Inbetween Worlds
Gold Answer:      [['2010']]
Predicted Ans:    2014
Predicted Path:   Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds --[release_year]--> 2014
Path (Raw):       Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds --[release_year]--> 2014
Neg LogProb(↓):   0.098531
Path Entropy(↓):  0.318503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the damned was who
Start Entity:     The Damned
Gold Answer:      [['Luchino Visconti']]
Predicted Ans:    Luchino Visconti
Predicted Path:   The Damned --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Rocco and His Brothers --[directed_by]--> Luchino Visconti
Path (Raw):       The Damned --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Rocco and His Brothers --[directed_by]--> Luchino Visconti
Neg LogProb(↓):   0.784064
Path Entropy(↓):  1.236560
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of employee of the month
Start Entity:     Employee of the Month
Gold Answer:      [['Greg Coolidge', 'Don Calame', 'Chris Conroy']]
Predicted Ans:    Greg Coolidge
Predicted Path:   Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month --[directed_by]--> Greg Coolidge
Path (Raw):       Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month --[directed_by]--> Greg Coolidge
Neg LogProb(↓):   0.549681
Path Entropy(↓):  1.061321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did arthur kopit write the story for
Start Entity:     Arthur Kopit
Gold Answer:      [['Nine', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson"]]
Predicted Ans:    Nine
Predicted Path:   Arthur Kopit --[(INV) written_by]--> Nine --[written_by]--> Maury Yeston --[(INV) written_by]--> Nine
Path (Raw):       Arthur Kopit --[(INV) written_by]--> Nine --[written_by]--> Maury Yeston --[(INV) written_by]--> Nine
Neg LogProb(↓):   0.011184
Path Entropy(↓):  0.065301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jon huertas star in
Start Entity:     Jon Huertas
Gold Answer:      [['Stash House']]
Predicted Ans:    Forever Strong
Predicted Path:   Jon Huertas --[(INV) starred_actors]--> Stash House --[starred_actors]--> Sean Faris --[(INV) starred_actors]--> Forever Strong
Path (Raw):       Jon Huertas --[(INV) starred_actors]--> Stash House --[starred_actors]--> Sean Faris --[(INV) starred_actors]--> Forever Strong
Neg LogProb(↓):   0.000234
Path Entropy(↓):  0.002382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film i love you, man
Start Entity:     I Love You, Man
Gold Answer:      [['2001', '1998', '2000', '2004']]
Predicted Ans:    2000
Predicted Path:   I Love You, Man --[written_by]--> John Hamburg --[(INV) written_by]--> Meet the Parents --[release_year]--> 2000
Path (Raw):       I Love You, Man --[written_by]--> John Hamburg --[(INV) written_by]--> Meet the Parents --[release_year]--> 2000
Neg LogProb(↓):   0.564364
Path Entropy(↓):  0.989540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of j. c. nugent
Start Entity:     J.C. Nugent
Gold Answer:      [['C. Gardner Sullivan', 'Roland West']]
Predicted Ans:    C. Gardner Sullivan
Predicted Path:   J.C. Nugent --[(INV) written_by]--> Alibi --[written_by]--> C. Gardner Sullivan
Path (Raw):       J.C. Nugent --[No Operation]--> J.C. Nugent --[(INV) written_by]--> Alibi --[written_by]--> C. Gardner Sullivan
Neg LogProb(↓):   0.319507
Path Entropy(↓):  0.618074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of dial m for murder
Start Entity:     Dial M for Murder
Gold Answer:      [['W. Somerset Maugham', 'Thornton Wilder', 'David Dodge', 'Arthur La Bern', 'Robert E. Sherwood', 'Patrick Hamilton', 'Angus MacPhail', 'Patricia Highsmith', 'Oliver Sandys', 'Joseph Jefferson Farjeon', 'Sally Benson', 'Hall Caine', 'Barré Lyndon', 'Marie Belloc Lowndes', 'David O. Selznick', 'George Tabori', 'Dorothy Parker', 'Ernest Lehman', 'Cornell Woolrich', 'John Steinbeck', 'Peter Viertel', 'Leon Uris', 'Frank Launder', 'Hume Cronyn', 'Selwyn Jepson', 'John Buchan', 'Lizzie Mickery', 'James Bridie', 'Ethel Lina White', 'Whitfield Cook', 'Robert Benchley', 'Maxwell Anderson', 'Clemence Dane', 'David Ondaatje', 'Stephan Elliott', 'Paul Anthelme', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Anthony Shaffer', 'George Axelrod', 'Skip Woods', 'Samuel A. Taylor', 'Alec Coppel', 'Joseph Stefano', 'Joan Harrison', 'Charles Bennett', 'John Michael Hayes', 'Gordon McDonell', 'Philip MacDonald', 'Sidney Gilliat', 'John Galsworthy', 'Alfred Hitchcock', 'Jay Presson Allen', 'Winston Graham', 'Jerome Sable', 'Victor Canning', 'Eden Phillpotts', 'Jack Trevor Story', 'David Ayer', 'Robert Bloch', 'Joseph Conrad', 'Ben Hecht', 'Alma Reville', 'Michael Hogan', 'Walter C. Mycroft', 'Brian Moore', 'Helen Simpson', 'Arthur Laurents', 'James Hilton', 'Evan Hunter']]
Predicted Ans:    Ben Hecht
Predicted Path:   Dial M for Murder --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[written_by]--> Ben Hecht
Path (Raw):       Dial M for Murder --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[written_by]--> Ben Hecht
Neg LogProb(↓):   2.146923
Path Entropy(↓):  2.700885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with jessica biel
Start Entity:     Jessica Biel
Gold Answer:      [['Arnold Schwarzenegger', 'Leon W. Grant', 'Matthew Penn', 'Daniel Jordano', 'Kate Beckinsale', 'Dwayne Johnson', 'Matthew Lillard', 'Julianne Moore', 'Gerard Butler', 'Ben Barnes', 'Jonathan Taylor Thomas', 'Sam Shepard', 'Nicolas Cage', 'Dennis Quaid', 'Gary Cole', 'Isabel Jeans', 'Bradley Cooper', 'Franklin Dyall', 'Paul Giamatti', 'Rachel Ticotin', 'Josh Lucas', 'James Van Der Beek', 'Liam Neeson', 'Gary Oldman', 'Colin Farrell', 'Adam LaVorgna', 'John Cleese', 'Ronny Cox', 'Sharon Stone', 'Colin Firth', 'Ian Hunter', 'Shannyn Sossamon', 'Jason Statham', 'Chris Evans', 'Joy Bryant', 'Edward Norton', 'Jamie Foxx', 'Kip Pardue', 'Kristin Scott Thomas', 'Bryan Cranston']]
Predicted Ans:    Sharon Stone
Predicted Path:   Jessica Biel --[(INV) starred_actors]--> Total Recall --[starred_actors]--> Sharon Stone
Path (Raw):       Jessica Biel --[No Operation]--> Jessica Biel --[(INV) starred_actors]--> Total Recall --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.291763
Path Entropy(↓):  0.956217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with drew daywalt
Start Entity:     Drew Daywalt
Gold Answer:      [['David Schneider']]
Predicted Ans:    David Schneider
Predicted Path:   Drew Daywalt --[(INV) directed_by]--> Stark Raving Mad --[directed_by]--> David Schneider
Path (Raw):       Drew Daywalt --[No Operation]--> Drew Daywalt --[(INV) directed_by]--> Stark Raving Mad --[directed_by]--> David Schneider
Neg LogProb(↓):   0.028529
Path Entropy(↓):  0.128167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of rat pfink a boo boo
Start Entity:     Rat Pfink a Boo Boo
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   Rat Pfink a Boo Boo --[directed_by]--> Ray Dennis Steckler --[(INV) directed_by]--> Wild Guitar --[release_year]--> 1962
Path (Raw):       Rat Pfink a Boo Boo --[directed_by]--> Ray Dennis Steckler --[(INV) directed_by]--> Wild Guitar --[release_year]--> 1962
Neg LogProb(↓):   0.166890
Path Entropy(↓):  0.429086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with posse fall under
Start Entity:     Posse
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Posse --[directed_by]--> Kirk Douglas --[(INV) directed_by]--> Posse --[has_genre]--> Western
Path (Raw):       Posse --[directed_by]--> Kirk Douglas --[(INV) directed_by]--> Posse --[has_genre]--> Western
Neg LogProb(↓):   1.341823
Path Entropy(↓):  1.574787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by ruth dwyer were written by who
Start Entity:     Ruth Dwyer
Gold Answer:      [['Roi Cooper Megrue']]
Predicted Ans:    Roi Cooper Megrue
Predicted Path:   Ruth Dwyer --[(INV) starred_actors]--> Seven Chances --[written_by]--> Roi Cooper Megrue
Path (Raw):       Ruth Dwyer --[No Operation]--> Ruth Dwyer --[(INV) starred_actors]--> Seven Chances --[written_by]--> Roi Cooper Megrue
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with hiroshi kashiwabara
Start Entity:     Hiroshi Kashiwabara
Gold Answer:      [['Wataru Mimura']]
Predicted Ans:    Hiroshi Kashiwabara
Predicted Path:   Hiroshi Kashiwabara --[(INV) written_by]--> Godzilla vs. Megaguirus --[written_by]--> Hiroshi Kashiwabara
Path (Raw):       Hiroshi Kashiwabara --[No Operation]--> Hiroshi Kashiwabara --[(INV) written_by]--> Godzilla vs. Megaguirus --[written_by]--> Hiroshi Kashiwabara
Neg LogProb(↓):   0.138322
Path Entropy(↓):  0.401180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies directed by kathryn bigelow released
Start Entity:     Kathryn Bigelow
Gold Answer:      [['1995', '1934', '2000', '2008', '1989', '1991', '1987', '2012']]
Predicted Ans:    1987
Predicted Path:   Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Path (Raw):       Kathryn Bigelow --[No Operation]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Neg LogProb(↓):   0.162758
Path Entropy(↓):  0.639739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is soldier of orange about
Start Entity:     Soldier of Orange
Gold Answer:      [['paul verhoeven', 'dutch']]
Predicted Ans:    dutch
Predicted Path:   Soldier of Orange --[has_tags]--> dutch --[(INV) has_tags]--> Soldier of Orange --[has_tags]--> dutch
Path (Raw):       Soldier of Orange --[has_tags]--> dutch --[(INV) has_tags]--> Soldier of Orange --[has_tags]--> dutch
Neg LogProb(↓):   0.003240
Path Entropy(↓):  0.022071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed dangerous
Start Entity:     Dangerous
Gold Answer:      [['1946', '1933', '1950', '1929', '2014', '1932', '1937', '1931']]
Predicted Ans:    1933
Predicted Path:   Dangerous --[directed_by]--> Alfred E. Green --[(INV) directed_by]--> Baby Face --[release_year]--> 1933
Path (Raw):       Dangerous --[directed_by]--> Alfred E. Green --[(INV) directed_by]--> Baby Face --[release_year]--> 1933
Neg LogProb(↓):   0.514565
Path Entropy(↓):  1.319023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by darrell roodt were in which languages
Start Entity:     Darrell Roodt
Gold Answer:      [['Zulu']]
Predicted Ans:    Zulu
Predicted Path:   Darrell Roodt --[(INV) written_by]--> Yesterday --[in_language]--> Zulu
Path (Raw):       Darrell Roodt --[No Operation]--> Darrell Roodt --[(INV) written_by]--> Yesterday --[in_language]--> Zulu
Neg LogProb(↓):   0.000057
Path Entropy(↓):  0.000617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film darling
Start Entity:     Darling
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Darling --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Darling --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   4.005868
Path Entropy(↓):  5.247562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe lemmy
Start Entity:     Lemmy
Gold Answer:      [['heavy metal']]
Predicted Ans:    iraq war
Predicted Path:   Lemmy --[has_tags]--> heavy metal --[(INV) has_tags]--> Heavy Metal in Baghdad --[has_tags]--> iraq war
Path (Raw):       Lemmy --[has_tags]--> heavy metal --[(INV) has_tags]--> Heavy Metal in Baghdad --[has_tags]--> iraq war
Neg LogProb(↓):   0.025150
Path Entropy(↓):  0.122798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of the kautokeino rebellion
Start Entity:     The Kautokeino Rebellion
Gold Answer:      [['Clancy Brown', 'Russell Means', 'Moon Bloodgood', 'Karl Urban']]
Predicted Ans:    Russell Means
Predicted Path:   The Kautokeino Rebellion --[directed_by]--> Nils Gaup --[(INV) directed_by]--> Pathfinder --[starred_actors]--> Russell Means
Path (Raw):       The Kautokeino Rebellion --[directed_by]--> Nils Gaup --[(INV) directed_by]--> Pathfinder --[starred_actors]--> Russell Means
Neg LogProb(↓):   0.802274
Path Entropy(↓):  0.972332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of raven metzner written movies
Start Entity:     Raven Metzner
Gold Answer:      [['Rob Bowman']]
Predicted Ans:    Rob Bowman
Predicted Path:   Raven Metzner --[(INV) written_by]--> Elektra --[directed_by]--> Rob Bowman
Path (Raw):       Raven Metzner --[No Operation]--> Raven Metzner --[(INV) written_by]--> Elektra --[directed_by]--> Rob Bowman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by shirley booth
Start Entity:     Shirley Booth
Gold Answer:      [['1952', '1958']]
Predicted Ans:    1952
Predicted Path:   Shirley Booth --[(INV) starred_actors]--> Come Back, Little Sheba --[release_year]--> 1952
Path (Raw):       Shirley Booth --[No Operation]--> Shirley Booth --[(INV) starred_actors]--> Come Back, Little Sheba --[release_year]--> 1952
Neg LogProb(↓):   0.516322
Path Entropy(↓):  0.674323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of squirm
Start Entity:     Squirm
Gold Answer:      [['Blue Sunshine', 'Just Before Dawn', "Satan's Little Helper"]]
Predicted Ans:    Just Before Dawn
Predicted Path:   Squirm --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Just Before Dawn
Path (Raw):       Squirm --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Just Before Dawn --[No Operation]--> Just Before Dawn
Neg LogProb(↓):   0.136754
Path Entropy(↓):  0.459574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie malcolm x
Start Entity:     Malcolm X
Gold Answer:      [['2003', '1992', '1993', '2006', '2007', '1998', '2010', '2004', '2014', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '2000', '2005', '1991', '1999', '1937']]
Predicted Ans:    1992
Predicted Path:   Malcolm X --[starred_actors]--> Angela Bassett --[(INV) starred_actors]--> Passion Fish --[release_year]--> 1992
Path (Raw):       Malcolm X --[starred_actors]--> Angela Bassett --[(INV) starred_actors]--> Passion Fish --[release_year]--> 1992
Neg LogProb(↓):   1.198916
Path Entropy(↓):  1.857505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the missionary
Start Entity:     The Missionary
Gold Answer:      [['Tristram Powell', 'Terry Jones', 'Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   The Missionary --[written_by]--> Michael Palin --[(INV) written_by]--> Monty Python and the Holy Grail --[directed_by]--> Terry Gilliam
Path (Raw):       The Missionary --[written_by]--> Michael Palin --[(INV) written_by]--> Monty Python and the Holy Grail --[directed_by]--> Terry Gilliam
Neg LogProb(↓):   0.040277
Path Entropy(↓):  0.175222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by dale peck were in which genres
Start Entity:     Dale Peck
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dale Peck --[(INV) written_by]--> The Law of Enclosures --[has_genre]--> Drama
Path (Raw):       Dale Peck --[No Operation]--> Dale Peck --[(INV) written_by]--> The Law of Enclosures --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie entranced earth were released in which years
Start Entity:     Entranced Earth
Gold Answer:      [['1969', '1964']]
Predicted Ans:    1964
Predicted Path:   Entranced Earth --[written_by]--> Glauber Rocha --[(INV) written_by]--> Black God, White Devil --[release_year]--> 1964
Path (Raw):       Entranced Earth --[written_by]--> Glauber Rocha --[(INV) written_by]--> Black God, White Devil --[release_year]--> 1964
Neg LogProb(↓):   0.330615
Path Entropy(↓):  0.913509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor maria pitillo appeared in the same movie with who
Start Entity:     Maria Pitillo
Gold Answer:      [['Matthew Broderick', 'Takashi Shimura', 'Jean Reno', 'Akihiko Hirata', 'Akira Takarada', 'Hank Azaria', 'Bryan Cranston', 'Ken Watanabe']]
Predicted Ans:    Jean Reno
Predicted Path:   Maria Pitillo --[(INV) starred_actors]--> Godzilla --[starred_actors]--> Jean Reno
Path (Raw):       Maria Pitillo --[No Operation]--> Maria Pitillo --[(INV) starred_actors]--> Godzilla --[starred_actors]--> Jean Reno
Neg LogProb(↓):   0.517283
Path Entropy(↓):  1.158272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the master of ballantrae in
Start Entity:     The Master of Ballantrae
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Master of Ballantrae --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       The Master of Ballantrae --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.006079
Path Entropy(↓):  0.041942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by darren stein released
Start Entity:     Darren Stein
Gold Answer:      [['1999', '2013']]
Predicted Ans:    2013
Predicted Path:   Darren Stein --[(INV) directed_by]--> G.B.F. --[release_year]--> 2013
Path (Raw):       Darren Stein --[No Operation]--> Darren Stein --[(INV) directed_by]--> G.B.F. --[release_year]--> 2013
Neg LogProb(↓):   0.108026
Path Entropy(↓):  0.330322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of robocop
Start Entity:     RoboCop
Gold Answer:      [['Arnold Schwarzenegger', 'Kate Beckinsale', 'Sebastian Koch', 'Monique van de Ven', 'Elizabeth Berkley', 'Josh Brolin', 'Carice van Houten', 'Halina Reijn', 'Thom Hoffman', 'Hans van Tongeren', 'Maarten Spanjer', 'Michael Douglas', 'Rachel Ticotin', 'Jeroen Krabbé', 'Colin Farrell', 'Jessica Biel', 'Elisabeth Shue', 'Ronny Cox', 'Sharon Stone', 'Gina Gershon', 'Kyle MacLachlan', 'Bryan Cranston', 'Kevin Bacon', 'Rutger Hauer']]
Predicted Ans:    Sharon Stone
Predicted Path:   RoboCop --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Total Recall --[starred_actors]--> Sharon Stone
Path (Raw):       RoboCop --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Total Recall --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.924513
Path Entropy(↓):  2.091195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by james bassett
Start Entity:     James Bassett
Gold Answer:      [['Tom Tryon', 'Patricia Neal', 'John Wayne', 'Kirk Douglas']]
Predicted Ans:    John Wayne
Predicted Path:   James Bassett --[(INV) written_by]--> In Harm's Way --[starred_actors]--> John Wayne
Path (Raw):       James Bassett --[No Operation]--> James Bassett --[(INV) written_by]--> In Harm's Way --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.000276
Path Entropy(↓):  0.002590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of gallowwalkers
Start Entity:     Gallowwalkers
Gold Answer:      [['Andrew Goth']]
Predicted Ans:    Andrew Goth
Predicted Path:   Gallowwalkers --[written_by]--> Andrew Goth --[(INV) written_by]--> Gallowwalkers --[written_by]--> Andrew Goth
Path (Raw):       Gallowwalkers --[written_by]--> Andrew Goth --[(INV) written_by]--> Gallowwalkers --[written_by]--> Andrew Goth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with herbert kretzmer
Start Entity:     Herbert Kretzmer
Gold Answer:      [['René Barjavel', 'Raymond Bernard', 'Claude Lelouch', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Michel Audiard']]
Predicted Ans:    Herbert Kretzmer
Predicted Path:   Herbert Kretzmer --[(INV) written_by]--> Les Misérables --[written_by]--> Herbert Kretzmer
Path (Raw):       Herbert Kretzmer --[No Operation]--> Herbert Kretzmer --[(INV) written_by]--> Les Misérables --[written_by]--> Herbert Kretzmer
Neg LogProb(↓):   0.637770
Path Entropy(↓):  1.802819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies did ti west direct
Start Entity:     Ti West
Gold Answer:      [['The House of the Devil', 'The Sacrament', 'V/H/S', 'The Innkeepers']]
Predicted Ans:    The Innkeepers
Predicted Path:   Ti West --[(INV) directed_by]--> The Innkeepers --[directed_by]--> Ti West --[(INV) directed_by]--> The Innkeepers
Path (Raw):       Ti West --[(INV) directed_by]--> The Innkeepers --[directed_by]--> Ti West --[(INV) directed_by]--> The Innkeepers
Neg LogProb(↓):   1.198658
Path Entropy(↓):  1.793151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of boiler room
Start Entity:     Boiler Room
Gold Answer:      [['Ben Younger']]
Predicted Ans:    Ben Younger
Predicted Path:   Boiler Room --[written_by]--> Ben Younger --[(INV) written_by]--> Boiler Room --[directed_by]--> Ben Younger
Path (Raw):       Boiler Room --[written_by]--> Ben Younger --[(INV) written_by]--> Boiler Room --[directed_by]--> Ben Younger
Neg LogProb(↓):   0.000175
Path Entropy(↓):  0.001731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie it's all true were in which genres
Start Entity:     It's All True
Gold Answer:      [['Documentary', 'Western', 'Drama', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   It's All True --[directed_by]--> Orson Welles --[(INV) directed_by]--> It's All True --[has_genre]--> Documentary
Path (Raw):       It's All True --[directed_by]--> Orson Welles --[(INV) directed_by]--> It's All True --[has_genre]--> Documentary
Neg LogProb(↓):   1.055277
Path Entropy(↓):  0.826721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film lili
Start Entity:     Lili
Gold Answer:      [['1962', '1995', '1964', '1949', '2007', '1966', '1957', '1951', '1953', '1979', '1955', '1952', '1958', '1956', '1977']]
Predicted Ans:    1951
Predicted Path:   Lili --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> An American in Paris --[release_year]--> 1951
Path (Raw):       Lili --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> An American in Paris --[release_year]--> 1951
Neg LogProb(↓):   0.300406
Path Entropy(↓):  1.018131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of happy new year
Start Entity:     Happy New Year
Gold Answer:      [['Charles Denner', 'Russell Crowe', 'Harry Baur', 'Fredric March', 'Zayed Khan', 'Hugh Jackman', 'Amanda Seyfried', 'Jean Gabin', 'Arjun Rampal', 'Shreyas Talpade', 'Charles Laughton', 'Charles Vanel', 'Marthe Keller', 'Sushmita Sen', 'Anne Hathaway', 'Sunil Shetty', 'André Dussollier', 'Shah Rukh Khan']]
Predicted Ans:    Peter Falk
Predicted Path:   Happy New Year --[written_by]--> Farah Khan --[(INV) written_by]--> Happy New Year --[starred_actors]--> Peter Falk
Path (Raw):       Happy New Year --[written_by]--> Farah Khan --[(INV) written_by]--> Happy New Year --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.106437
Path Entropy(↓):  0.429566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in gambit
Start Entity:     Gambit
Gold Answer:      [['Herbert Lom', 'Shirley MacLaine', 'Michael Caine']]
Predicted Ans:    Colin Firth
Predicted Path:   Gambit --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Another Country --[starred_actors]--> Colin Firth
Path (Raw):       Gambit --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Another Country --[starred_actors]--> Colin Firth
Neg LogProb(↓):   0.319504
Path Entropy(↓):  0.623977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films written by brian sloan released
Start Entity:     Brian Sloan
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Brian Sloan --[(INV) written_by]--> I Think I Do --[release_year]--> 1997
Path (Raw):       Brian Sloan --[No Operation]--> Brian Sloan --[(INV) written_by]--> I Think I Do --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film camila
Start Entity:     Camila
Gold Answer:      [['María Luisa Bemberg']]
Predicted Ans:    María Luisa Bemberg
Predicted Path:   Camila --[written_by]--> María Luisa Bemberg --[(INV) written_by]--> Camila --[written_by]--> María Luisa Bemberg
Path (Raw):       Camila --[written_by]--> María Luisa Bemberg --[(INV) written_by]--> Camila --[written_by]--> María Luisa Bemberg
Neg LogProb(↓):   0.070347
Path Entropy(↓):  0.248252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the resident
Start Entity:     The Resident
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Resident --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Resident --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.979821
Path Entropy(↓):  4.652349
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is hamlet in
Start Entity:     Hamlet
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Hamlet --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Hamlet --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   3.339770
Path Entropy(↓):  4.400439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by alexander knox in
Start Entity:     Alexander Knox
Gold Answer:      [['Italian']]
Predicted Ans:    Sister Kenny
Predicted Path:   Alexander Knox --[(INV) starred_actors]--> Sister Kenny --[(INV) written_by]--> Sister Kenny
Path (Raw):       Alexander Knox --[No Operation]--> Alexander Knox --[(INV) starred_actors]--> Sister Kenny --[(INV) written_by]--> Sister Kenny
Neg LogProb(↓):   0.234263
Path Entropy(↓):  0.595779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of the invisible war
Start Entity:     The Invisible War
Gold Answer:      [['Richard T. Heffron', 'Kirby Dick', 'Takeshi Kitano']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   The Invisible War --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[directed_by]--> Takeshi Kitano
Path (Raw):       The Invisible War --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[directed_by]--> Takeshi Kitano
Neg LogProb(↓):   0.007797
Path Entropy(↓):  0.051436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor emily mortimer appeared in the same movie with who
Start Entity:     Emily Mortimer
Gold Answer:      [['Ben Kingsley', 'Steve Martin', 'Larry the Cable Guy', 'Kevin Kline', 'Jean Reno', 'Owen Wilson', 'Stuart Townsend', 'David Niven', 'Capucine', 'Ryan Gosling', 'Woody Harrelson', 'Robert Wagner', 'Ryan Reynolds', 'Jack McElhone', 'Paul Schneider', 'Michael Caine', 'Peter Sellers']]
Predicted Ans:    David Niven
Predicted Path:   Emily Mortimer --[(INV) starred_actors]--> The Pink Panther --[starred_actors]--> David Niven
Path (Raw):       Emily Mortimer --[No Operation]--> Emily Mortimer --[(INV) starred_actors]--> The Pink Panther --[starred_actors]--> David Niven
Neg LogProb(↓):   0.122277
Path Entropy(↓):  0.497681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by jerry lamothe
Start Entity:     Jerry LaMothe
Gold Answer:      [['Jeffrey Wright', 'Amber Tamblyn', 'Aidan Gillen', 'Armie Hammer', 'Zoe Saldana', 'Katie Stuart', 'Michael B. Jordan']]
Predicted Ans:    Amber Tamblyn
Predicted Path:   Jerry LaMothe --[(INV) written_by]--> Blackout --[starred_actors]--> Amber Tamblyn
Path (Raw):       Jerry LaMothe --[No Operation]--> Jerry LaMothe --[(INV) written_by]--> Blackout --[starred_actors]--> Amber Tamblyn
Neg LogProb(↓):   0.007469
Path Entropy(↓):  0.050539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film atlantis, the lost continent starred which actors
Start Entity:     Atlantis, the Lost Continent
Gold Answer:      [['Sal Ponti']]
Predicted Ans:    Sal Ponti
Predicted Path:   Atlantis, the Lost Continent --[starred_actors]--> Sal Ponti --[(INV) starred_actors]--> Atlantis, the Lost Continent --[starred_actors]--> Sal Ponti
Path (Raw):       Atlantis, the Lost Continent --[starred_actors]--> Sal Ponti --[(INV) starred_actors]--> Atlantis, the Lost Continent --[starred_actors]--> Sal Ponti
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the muppet christmas carol
Start Entity:     The Muppet Christmas Carol
Gold Answer:      [['Ronald Neame', 'George Cukor', 'David Lean', 'Mike Newell', 'Clive Donner', 'Jack Conway', 'Ralph Thomas', 'Roman Polanski', 'Richard Donner', 'Alfonso Cuarón', 'Robert Zemeckis', 'Christine Edzard', 'Douglas McGrath']]
Predicted Ans:    Roman Polanski
Predicted Path:   The Muppet Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> Oliver Twist --[directed_by]--> Roman Polanski
Path (Raw):       The Muppet Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> Oliver Twist --[directed_by]--> Roman Polanski
Neg LogProb(↓):   2.262845
Path Entropy(↓):  2.906492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the north star
Start Entity:     The North Star
Gold Answer:      [['1963', '2008', '1936', '1935', '1961', '1941', '1977', '1943']]
Predicted Ans:    1961
Predicted Path:   The North Star --[written_by]--> Lillian Hellman --[(INV) written_by]--> The Children's Hour --[release_year]--> 1961
Path (Raw):       The North Star --[written_by]--> Lillian Hellman --[(INV) written_by]--> The Children's Hour --[release_year]--> 1961
Neg LogProb(↓):   0.310650
Path Entropy(↓):  0.981853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie white on rice
Start Entity:     White on Rice
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   White on Rice --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       White on Rice --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.418530
Path Entropy(↓):  4.436109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by kevin phillips in
Start Entity:     Kevin Phillips
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Kevin Phillips --[(INV) starred_actors]--> Sinners and Saints --[has_genre]--> Thriller
Path (Raw):       Kevin Phillips --[No Operation]--> Kevin Phillips --[(INV) starred_actors]--> Sinners and Saints --[has_genre]--> Thriller
Neg LogProb(↓):   0.068068
Path Entropy(↓):  0.242646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by kathleen tynan
Start Entity:     Kathleen Tynan
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Kathleen Tynan --[(INV) written_by]--> Agatha --[has_genre]--> Drama
Path (Raw):       Kathleen Tynan --[No Operation]--> Kathleen Tynan --[(INV) written_by]--> Agatha --[has_genre]--> Drama
Neg LogProb(↓):   0.057912
Path Entropy(↓):  0.216569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by scandal sheet actors release
Start Entity:     Scandal Sheet
Gold Answer:      [['1980', '1949', '1954', '1944', '1950', '1951', '1942', '1993', '2006', '1953', '1945', '1941', '1955', '1952', '1956']]
Predicted Ans:    1949
Predicted Path:   Scandal Sheet --[starred_actors]--> John Derek --[(INV) starred_actors]--> Knock on Any Door --[release_year]--> 1949
Path (Raw):       Scandal Sheet --[starred_actors]--> John Derek --[(INV) starred_actors]--> Knock on Any Door --[release_year]--> 1949
Neg LogProb(↓):   0.281086
Path Entropy(↓):  0.775685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of giovanni pastrone directed movies
Start Entity:     Giovanni Pastrone
Gold Answer:      [['Emilio Salgari']]
Predicted Ans:    Emilio Salgari
Predicted Path:   Giovanni Pastrone --[(INV) directed_by]--> Cabiria --[written_by]--> Emilio Salgari
Path (Raw):       Giovanni Pastrone --[No Operation]--> Giovanni Pastrone --[(INV) directed_by]--> Cabiria --[written_by]--> Emilio Salgari
Neg LogProb(↓):   0.112144
Path Entropy(↓):  0.344636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is motherhood in
Start Entity:     Motherhood
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Motherhood --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Motherhood --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.210700
Path Entropy(↓):  4.862759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of chicago
Start Entity:     Chicago
Gold Answer:      [['Emily Blunt', 'Joanna Gleason', 'Anna Kendrick', 'Suzuka Ohgo', 'Nicole Kidman', 'Daniel Huttlestone', 'Bernadette Peters', 'James Corden', 'Marion Cotillard']]
Predicted Ans:    Marion Cotillard
Predicted Path:   Chicago --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[starred_actors]--> Marion Cotillard
Path (Raw):       Chicago --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[starred_actors]--> Marion Cotillard
Neg LogProb(↓):   0.108394
Path Entropy(↓):  0.338527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in nowhere to run
Start Entity:     Nowhere to Run
Gold Answer:      [['Tony Cinciripini', 'Marc Norman', 'Lawrence Block', 'Chris Fuhrman', 'David Lee Henry', 'Luc Besson', 'Tobe Hooper', 'Jean Shepherd', 'Nora Roberts', 'Beth Henley', 'Jacques Mayol', 'Ernest K. Gann', 'Tamar Brott', 'Oliver Stone', 'Albert Hackett', 'Richard Russo', 'Robert Benton', 'Frances Goodrich', 'Edward Streeter', 'Richard Shepard', 'John Logan', 'Burr Steers', 'Eric Steven Stahl', 'Rosanna Arquette', 'Matthew F. Jones', 'Stephen King', 'Joseph Minion', 'John Hughes']]
Predicted Ans:    Luc Besson
Predicted Path:   Nowhere to Run --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[written_by]--> Luc Besson
Path (Raw):       Nowhere to Run --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[written_by]--> Luc Besson
Neg LogProb(↓):   1.039861
Path Entropy(↓):  1.522465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did michelle trachtenberg star in
Start Entity:     Michelle Trachtenberg
Gold Answer:      [['Harriet the Spy', 'Black Christmas', 'Inspector Gadget', 'Ice Princess', 'The Scribbler']]
Predicted Ans:    Burning Bright
Predicted Path:   Michelle Trachtenberg --[(INV) starred_actors]--> The Scribbler --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> Burning Bright
Path (Raw):       Michelle Trachtenberg --[(INV) starred_actors]--> The Scribbler --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> Burning Bright
Neg LogProb(↓):   0.395377
Path Entropy(↓):  0.853180
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by the director of tribute to a bad man starred who
Start Entity:     Tribute to a Bad Man
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Julie Andrews', 'Rossana Podestà', 'Theodore Bikel', 'Simon Oakland', 'Walter Slezak', 'Keanu Reeves', 'Jacques Sernas', 'Lawrence Tierney', 'Claire Trevor', 'Hugh Marlowe', 'Andrew McCarthy', 'Julie Harris', 'David Wayne', 'Anthony Hopkins', 'Candice Bergen', 'Richard Basehart', 'William Holden', 'Barbara Stanwyck', 'Russ Tamblyn', 'Fredric March', 'Robert Mitchum', 'Susan Hayward', 'Valentina Cortese', 'William Lundigan', 'Paul Douglas', 'Audrey Totter', 'Ruby Dee', 'Bela Lugosi', 'Stanley Baker', 'Christopher Plummer', 'Richard Johnson', 'Kate Reid', 'Patricia Neal', 'Cedric Hardwicke', 'Lili Taylor', 'Owen Wilson', 'Harry Belafonte', 'Michael Rennie', 'Barbara Bel Geddes', 'Shirley MacLaine', 'Liam Neeson', 'Robert Ryan', 'Richard Crenna', 'Claire Bloom', 'Boris Karloff', 'Richard Burton', 'Nastassja Kinski', 'George C. Scott', 'Anthony Franciosa', 'Marsha Mason', 'Arthur Hill', 'Jean Simmons', 'Nick Offerman', 'Jess Weixler', 'Susan Swift', 'Keith Poulson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'Rita Moreno', 'Richard Beymer', 'James Olson']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Tribute to a Bad Man --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves
Path (Raw):       Tribute to a Bad Man --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.597345
Path Entropy(↓):  1.380752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote legion
Start Entity:     Legion
Gold Answer:      [['Josh Hamilton', 'Dakota Goyo', 'Keri Russell']]
Predicted Ans:    Paul Bettany
Predicted Path:   Legion --[written_by]--> Peter Schink --[(INV) written_by]--> Legion --[starred_actors]--> Paul Bettany
Path (Raw):       Legion --[written_by]--> Peter Schink --[(INV) written_by]--> Legion --[starred_actors]--> Paul Bettany
Neg LogProb(↓):   0.043914
Path Entropy(↓):  0.181022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Taru makela was the director on which movies
Start Entity:     Taru Mäkelä
Gold Answer:      [['The Storage']]
Predicted Ans:    The Storage
Predicted Path:   Taru Mäkelä --[(INV) directed_by]--> The Storage --[directed_by]--> Taru Mäkelä --[(INV) directed_by]--> The Storage
Path (Raw):       Taru Mäkelä --[(INV) directed_by]--> The Storage --[directed_by]--> Taru Mäkelä --[(INV) directed_by]--> The Storage
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of phillip montgomery directed movies
Start Entity:     Phillip Montgomery
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Phillip Montgomery --[(INV) directed_by]--> ReGeneration --[release_year]--> 2010
Path (Raw):       Phillip Montgomery --[No Operation]--> Phillip Montgomery --[(INV) directed_by]--> ReGeneration --[release_year]--> 2010
Neg LogProb(↓):   0.001051
Path Entropy(↓):  0.008253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by joseph connolly
Start Entity:     Joseph Connolly
Gold Answer:      [['Michel Blanc']]
Predicted Ans:    Michel Blanc
Predicted Path:   Joseph Connolly --[(INV) written_by]--> Summer Things --[directed_by]--> Michel Blanc
Path (Raw):       Joseph Connolly --[No Operation]--> Joseph Connolly --[(INV) written_by]--> Summer Things --[directed_by]--> Michel Blanc
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is tamara drewe
Start Entity:     Tamara Drewe
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tamara Drewe --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Tamara Drewe --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.096707
Path Entropy(↓):  4.406089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the kid brother
Start Entity:     The Kid Brother
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Kid Brother --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Kid Brother --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.792944
Path Entropy(↓):  5.276776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was jack amiel a writer on
Start Entity:     Jack Amiel
Gold Answer:      [['Raising Helen']]
Predicted Ans:    Raising Helen
Predicted Path:   Jack Amiel --[(INV) written_by]--> Raising Helen --[written_by]--> Michael Begler --[(INV) written_by]--> Raising Helen
Path (Raw):       Jack Amiel --[(INV) written_by]--> Raising Helen --[written_by]--> Michael Begler --[(INV) written_by]--> Raising Helen
Neg LogProb(↓):   0.000441
Path Entropy(↓):  0.003849
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of thor
Start Entity:     Thor
Gold Answer:      [['Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Thor --[written_by]--> Mark Protosevich --[(INV) written_by]--> Oldboy --[has_genre]--> Thriller
Path (Raw):       Thor --[written_by]--> Mark Protosevich --[(INV) written_by]--> Oldboy --[has_genre]--> Thriller
Neg LogProb(↓):   0.272679
Path Entropy(↓):  0.877524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by dagur kari were in which languages
Start Entity:     Dagur Kári
Gold Answer:      [['Icelandic', 'Danish']]
Predicted Ans:    Danish
Predicted Path:   Dagur Kári --[(INV) written_by]--> Dark Horse --[in_language]--> Danish
Path (Raw):       Dagur Kári --[No Operation]--> Dagur Kári --[(INV) written_by]--> Dark Horse --[in_language]--> Danish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by anna palk were released in which years
Start Entity:     Anna Palk
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Anna Palk --[(INV) starred_actors]--> The Frozen Dead --[release_year]--> 1966
Path (Raw):       Anna Palk --[No Operation]--> Anna Palk --[(INV) starred_actors]--> The Frozen Dead --[release_year]--> 1966
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the marksman
Start Entity:     The Marksman
Gold Answer:      [['Romance', 'Music', 'Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Marksman --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Gallowwalkers --[has_genre]--> Horror
Path (Raw):       The Marksman --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Gallowwalkers --[has_genre]--> Horror
Neg LogProb(↓):   1.051648
Path Entropy(↓):  2.023861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe the flight before christmas
Start Entity:     The Flight Before Christmas
Gold Answer:      [['christmas', 'wolves', 'flying']]
Predicted Ans:    flying
Predicted Path:   The Flight Before Christmas --[has_tags]--> flying --[(INV) has_tags]--> The Flight Before Christmas --[has_tags]--> flying
Path (Raw):       The Flight Before Christmas --[has_tags]--> flying --[(INV) has_tags]--> The Flight Before Christmas --[has_tags]--> flying
Neg LogProb(↓):   0.149972
Path Entropy(↓):  0.585884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in captain america
Start Entity:     Captain America
Gold Answer:      [['Reb Brown']]
Predicted Ans:    Reb Brown
Predicted Path:   Captain America --[starred_actors]--> Reb Brown --[(INV) starred_actors]--> Yor, the Hunter from the Future --[starred_actors]--> Reb Brown
Path (Raw):       Captain America --[starred_actors]--> Reb Brown --[(INV) starred_actors]--> Yor, the Hunter from the Future --[starred_actors]--> Reb Brown
Neg LogProb(↓):   0.064807
Path Entropy(↓):  0.265952
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the center of the world actors
Start Entity:     The Center of the World
Gold Answer:      [['Anthony Swofford', 'Paul Gross', 'Michael Goldenberg', 'Marc Guggenheim', 'Michael Green', 'Kimberly Peirce', 'Barbara Gowdy', 'Andy Bienen', 'Bill Condon', 'Lynne Stopkewich', 'Rawson Marshall Thurber', 'James Cox', 'Kelly Reichardt', 'Jonathan Raymond', 'Greg Berlanti', 'Michael Chabon', 'Andy Bellin', 'Billy Ray']]
Predicted Ans:    Bill Condon
Predicted Path:   The Center of the World --[starred_actors]--> Peter Sarsgaard --[(INV) starred_actors]--> Kinsey --[written_by]--> Bill Condon
Path (Raw):       The Center of the World --[starred_actors]--> Peter Sarsgaard --[(INV) starred_actors]--> Kinsey --[written_by]--> Bill Condon
Neg LogProb(↓):   0.032071
Path Entropy(↓):  0.162385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the sheik fall under
Start Entity:     The Sheik
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Sheik --[starred_actors]--> Rudolph Valentino --[(INV) starred_actors]--> The Son of the Sheik --[has_genre]--> Drama
Path (Raw):       The Sheik --[starred_actors]--> Rudolph Valentino --[(INV) starred_actors]--> The Son of the Sheik --[has_genre]--> Drama
Neg LogProb(↓):   0.010479
Path Entropy(↓):  0.065793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of everyone says i love you
Start Entity:     Everyone Says I Love You
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Everyone Says I Love You --[written_by]--> Woody Allen --[(INV) written_by]--> Broadway Danny Rose --[written_by]--> Woody Allen
Path (Raw):       Everyone Says I Love You --[written_by]--> Woody Allen --[(INV) written_by]--> Broadway Danny Rose --[written_by]--> Woody Allen
Neg LogProb(↓):   1.386875
Path Entropy(↓):  2.148401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the hunters
Start Entity:     The Hunters
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   The Hunters --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[in_language]--> Swedish
Path (Raw):       The Hunters --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[in_language]--> Swedish
Neg LogProb(↓):   0.002278
Path Entropy(↓):  0.016118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with grumpy old men in
Start Entity:     Grumpy Old Men
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Grumpy Old Men --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[in_language]--> English
Path (Raw):       Grumpy Old Men --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[in_language]--> English
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did tsutomu hanabusa write
Start Entity:     Tsutomu Hanabusa
Gold Answer:      [['Sadako 3D']]
Predicted Ans:    Sadako 3D
Predicted Path:   Tsutomu Hanabusa --[(INV) written_by]--> Sadako 3D --[written_by]--> Tsutomu Hanabusa --[(INV) written_by]--> Sadako 3D
Path (Raw):       Tsutomu Hanabusa --[(INV) written_by]--> Sadako 3D --[written_by]--> Tsutomu Hanabusa --[(INV) written_by]--> Sadako 3D
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by dwier brown fall under
Start Entity:     Dwier Brown
Gold Answer:      [['Drama', 'Horror', 'Adventure', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Dwier Brown --[(INV) starred_actors]--> The Guardian --[has_genre]--> Drama
Path (Raw):       Dwier Brown --[No Operation]--> Dwier Brown --[(INV) starred_actors]--> The Guardian --[has_genre]--> Drama
Neg LogProb(↓):   0.225599
Path Entropy(↓):  0.557652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of meet joe black starred who
Start Entity:     Meet Joe Black
Gold Answer:      [['Charles Hallahan', 'Judge Reinhold', 'John Ashton', 'Eddie Murphy', 'Charles Grodin', "Chris O'Donnell", 'Lisa Eilbacher', 'Vittorio Gassman', 'Ben Affleck', 'Al Pacino', 'Art Carney', 'James Rebhorn', 'Yaphet Kotto', 'Robert De Niro', 'George Burns', 'Gabrielle Anwar', 'Lee Strasberg']]
Predicted Ans:    Gabrielle Anwar
Predicted Path:   Meet Joe Black --[directed_by]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Path (Raw):       Meet Joe Black --[directed_by]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Neg LogProb(↓):   0.482748
Path Entropy(↓):  1.217315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by ruth sacks
Start Entity:     Ruth Sacks
Gold Answer:      [['Mrs. Palfrey at the Claremont']]
Predicted Ans:    Mrs. Palfrey at the Claremont
Predicted Path:   Ruth Sacks --[(INV) written_by]--> Mrs. Palfrey at the Claremont --[written_by]--> Ruth Sacks --[(INV) written_by]--> Mrs. Palfrey at the Claremont
Path (Raw):       Ruth Sacks --[(INV) written_by]--> Mrs. Palfrey at the Claremont --[written_by]--> Ruth Sacks --[(INV) written_by]--> Mrs. Palfrey at the Claremont
Neg LogProb(↓):   0.056904
Path Entropy(↓):  0.225594
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of crossing the bridge
Start Entity:     Crossing the Bridge
Gold Answer:      [['Mike Binder']]
Predicted Ans:    Mike Binder
Predicted Path:   Crossing the Bridge --[written_by]--> Mike Binder --[(INV) written_by]--> Man About Town --[directed_by]--> Mike Binder
Path (Raw):       Crossing the Bridge --[written_by]--> Mike Binder --[(INV) written_by]--> Man About Town --[directed_by]--> Mike Binder
Neg LogProb(↓):   0.322537
Path Entropy(↓):  0.856720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film hotel chevalier
Start Entity:     Hotel Chevalier
Gold Answer:      [['Steve Martin', 'David O. Russell', 'Jeff Baena', 'David Lloyd', 'Wes Anderson', 'Roman Coppola', 'Jason Schwartzman', 'Don Roos', 'Ayelet Waldman', 'Mark Protosevich', 'Zach Helm', 'John Boorman', 'Melissa Stack', 'Don Payne', 'Zack Stentz', 'Owen Wilson', 'Ben Best', 'Danny McBride', 'Amos Gitai', 'Todd Louiso', 'Emmanuel Benbihy', 'Creighton Vero', 'Lowell Ganz', 'Roald Dahl', 'Jacob Koskoff', 'Natalie Portman', 'Patrick Marber', 'Elizabeth Meriwether', 'Anders Thomas Jensen', 'Susanne Bier', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Steve Martin
Predicted Path:   Hotel Chevalier --[starred_actors]--> Jason Schwartzman --[(INV) starred_actors]--> Shopgirl --[written_by]--> Steve Martin
Path (Raw):       Hotel Chevalier --[starred_actors]--> Jason Schwartzman --[(INV) starred_actors]--> Shopgirl --[written_by]--> Steve Martin
Neg LogProb(↓):   0.765230
Path Entropy(↓):  1.266035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by gosta ekman in
Start Entity:     Gösta Ekman
Gold Answer:      [['Swedish', 'French', 'English', 'Finnish', 'Italian', 'German', 'Latin', 'Russian', 'Spanish']]
Predicted Ans:    Swedish
Predicted Path:   Gösta Ekman --[(INV) starred_actors]--> The Man Who Quit Smoking --[in_language]--> Swedish
Path (Raw):       Gösta Ekman --[No Operation]--> Gösta Ekman --[(INV) starred_actors]--> The Man Who Quit Smoking --[in_language]--> Swedish
Neg LogProb(↓):   0.000314
Path Entropy(↓):  0.002941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by michael robert johnson
Start Entity:     Michael Robert Johnson
Gold Answer:      [['Guy Ritchie']]
Predicted Ans:    Guy Ritchie
Predicted Path:   Michael Robert Johnson --[(INV) written_by]--> Sherlock Holmes --[directed_by]--> Guy Ritchie
Path (Raw):       Michael Robert Johnson --[No Operation]--> Michael Robert Johnson --[(INV) written_by]--> Sherlock Holmes --[directed_by]--> Guy Ritchie
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the gnome - mobile
Start Entity:     The Gnome-Mobile
Gold Answer:      [['Bill Walsh', 'Don DaGradi', 'Leopold Atlas', 'Helen Deutsch', 'Polan Banks', 'Esther Forbes', 'Lowell S. Hawley', 'Franco Zeffirelli', 'Mary Norton', 'William Ludwig', 'Ben Stahl', 'Jules Verne', 'Lawrence Edward Watkin', 'Gene Quintano', 'James R. Silke', 'Eleanore Griffin', 'Fred Gipson', 'William Tunberg', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Felix Salten', 'Fannie Hurst', 'Moira Buffini', 'Don Tait', 'Robert Stevenson', 'Mildred Gordon']]
Predicted Ans:    Gene Quintano
Predicted Path:   The Gnome-Mobile --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[written_by]--> Gene Quintano
Path (Raw):       The Gnome-Mobile --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[written_by]--> Gene Quintano
Neg LogProb(↓):   1.116213
Path Entropy(↓):  1.877717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by louise delamere in
Start Entity:     Louise Delamere
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Louise Delamere --[(INV) starred_actors]--> The Chatterley Affair --[has_genre]--> Drama
Path (Raw):       Louise Delamere --[No Operation]--> Louise Delamere --[(INV) starred_actors]--> The Chatterley Affair --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with detention fall under
Start Entity:     Detention
Gold Answer:      [['Drama', 'Fantasy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Detention --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Path (Raw):       Detention --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Neg LogProb(↓):   0.503291
Path Entropy(↓):  1.324412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of roberto gavaldon written movies
Start Entity:     Roberto Gavaldón
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Roberto Gavaldón --[(INV) written_by]--> Macario --[release_year]--> 1960
Path (Raw):       Roberto Gavaldón --[No Operation]--> Roberto Gavaldón --[(INV) written_by]--> Macario --[release_year]--> 1960
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie barry lyndon were in which languages
Start Entity:     Barry Lyndon
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Barry Lyndon --[written_by]--> Stanley Kubrick --[(INV) written_by]--> A Clockwork Orange --[in_language]--> English
Path (Raw):       Barry Lyndon --[written_by]--> Stanley Kubrick --[(INV) written_by]--> A Clockwork Orange --[in_language]--> English
Neg LogProb(↓):   0.010684
Path Entropy(↓):  0.064364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by samuel newman released
Start Entity:     Samuel Newman
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Samuel Newman --[(INV) written_by]--> Voodoo Tiger --[release_year]--> 1952
Path (Raw):       Samuel Newman --[No Operation]--> Samuel Newman --[(INV) written_by]--> Voodoo Tiger --[release_year]--> 1952
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of michelle borth starred movies
Start Entity:     Michelle Borth
Gold Answer:      [['Alex Gregory', 'Peter Huyck']]
Predicted Ans:    Alex Gregory
Predicted Path:   Michelle Borth --[(INV) starred_actors]--> A Good Old Fashioned Orgy --[directed_by]--> Alex Gregory
Path (Raw):       Michelle Borth --[No Operation]--> Michelle Borth --[(INV) starred_actors]--> A Good Old Fashioned Orgy --[directed_by]--> Alex Gregory
Neg LogProb(↓):   0.006425
Path Entropy(↓):  0.038729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the man starred who
Start Entity:     The Man
Gold Answer:      [['Eugene Levy', 'Miguel Ferrer', 'Samuel L. Jackson']]
Predicted Ans:    Greg Evigan
Predicted Path:   The Man --[starred_actors]--> Miguel Ferrer --[(INV) starred_actors]--> DeepStar Six --[starred_actors]--> Greg Evigan
Path (Raw):       The Man --[starred_actors]--> Miguel Ferrer --[(INV) starred_actors]--> DeepStar Six --[starred_actors]--> Greg Evigan
Neg LogProb(↓):   0.024831
Path Entropy(↓):  0.129696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films the point men are written by who
Start Entity:     The Point Men
Gold Answer:      [['Richard Maibaum', 'Ian Fleming', 'George MacDonald Fraser', 'Michael G. Wilson']]
Predicted Ans:    Richard Maibaum
Predicted Path:   The Point Men --[directed_by]--> John Glen --[(INV) directed_by]--> Octopussy --[written_by]--> Richard Maibaum
Path (Raw):       The Point Men --[directed_by]--> John Glen --[(INV) directed_by]--> Octopussy --[written_by]--> Richard Maibaum
Neg LogProb(↓):   0.272657
Path Entropy(↓):  0.709374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by sid silvers
Start Entity:     Sid Silvers
Gold Answer:      [['Busby Berkeley', 'Roy Del Ruth']]
Predicted Ans:    Roy Del Ruth
Predicted Path:   Sid Silvers --[(INV) written_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Path (Raw):       Sid Silvers --[No Operation]--> Sid Silvers --[(INV) written_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by william kelley release
Start Entity:     William Kelley
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   William Kelley --[(INV) written_by]--> Witness --[release_year]--> 1985
Path (Raw):       William Kelley --[No Operation]--> William Kelley --[(INV) written_by]--> Witness --[release_year]--> 1985
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by volcano screenwriters
Start Entity:     Volcano
Gold Answer:      [['Icelandic', 'Somali']]
Predicted Ans:    Icelandic
Predicted Path:   Volcano --[written_by]--> Billy Ray --[(INV) written_by]--> Volcano --[in_language]--> Icelandic
Path (Raw):       Volcano --[written_by]--> Billy Ray --[(INV) written_by]--> Volcano --[in_language]--> Icelandic
Neg LogProb(↓):   0.004526
Path Entropy(↓):  0.029506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film jewtopia
Start Entity:     Jewtopia
Gold Answer:      [['Bryan Fogel', 'Sam Wolfson']]
Predicted Ans:    Sam Wolfson
Predicted Path:   Jewtopia --[written_by]--> Sam Wolfson --[(INV) written_by]--> Jewtopia --[written_by]--> Sam Wolfson
Path (Raw):       Jewtopia --[written_by]--> Sam Wolfson --[(INV) written_by]--> Jewtopia --[written_by]--> Sam Wolfson
Neg LogProb(↓):   0.000540
Path Entropy(↓):  0.004874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by ikiru screenwriters
Start Entity:     Ikiru
Gold Answer:      [['Drama', 'War', 'Action', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ikiru --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[has_genre]--> Drama
Path (Raw):       Ikiru --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[has_genre]--> Drama
Neg LogProb(↓):   0.831644
Path Entropy(↓):  1.275520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by don tait
Start Entity:     Don Tait
Gold Answer:      [['1976', '1979', '1974']]
Predicted Ans:    1976
Predicted Path:   Don Tait --[(INV) written_by]--> The Shaggy D.A. --[release_year]--> 1976
Path (Raw):       Don Tait --[No Operation]--> Don Tait --[(INV) written_by]--> The Shaggy D.A. --[release_year]--> 1976
Neg LogProb(↓):   0.403685
Path Entropy(↓):  0.719689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the past
Start Entity:     The Past
Gold Answer:      [['Asghar Farhadi', 'Mani Haghighi']]
Predicted Ans:    Asghar Farhadi
Predicted Path:   The Past --[directed_by]--> Asghar Farhadi --[(INV) directed_by]--> Fireworks Wednesday --[written_by]--> Asghar Farhadi
Path (Raw):       The Past --[directed_by]--> Asghar Farhadi --[(INV) directed_by]--> Fireworks Wednesday --[written_by]--> Asghar Farhadi
Neg LogProb(↓):   0.250421
Path Entropy(↓):  0.654883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie country strong were released in which years
Start Entity:     Country Strong
Gold Answer:      [['2014', '2009', '1977', '1981']]
Predicted Ans:    1981
Predicted Path:   Country Strong --[written_by]--> Shana Feste --[(INV) written_by]--> Endless Love --[release_year]--> 1981
Path (Raw):       Country Strong --[written_by]--> Shana Feste --[(INV) written_by]--> Endless Love --[release_year]--> 1981
Neg LogProb(↓):   0.673133
Path Entropy(↓):  1.283147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of winnie the pooh
Start Entity:     Winnie the Pooh
Gold Answer:      [['Fierce Creatures', 'Monty Python and the Holy Grail', 'A Fish Called Wanda', 'How to Irritate People', "Boundin'", 'And Now for Something Completely Different', 'Clockwise', 'Scorched', 'The Tigger Movie', 'Planet 51', 'The Big Tease', 'Time Bandits', 'How to Train Your Dragon', 'Saving Grace', 'How to Train Your Dragon 2', 'The Strange Case of the End of Civilization as We Know It', 'Man About Town', "I'll Be There"]]
Predicted Ans:    Winnie the Pooh
Predicted Path:   Winnie the Pooh --[starred_actors]--> Jim Cummings --[(INV) starred_actors]--> Winnie the Pooh
Path (Raw):       Winnie the Pooh --[No Operation]--> Winnie the Pooh --[starred_actors]--> Jim Cummings --[(INV) starred_actors]--> Winnie the Pooh
Neg LogProb(↓):   0.043896
Path Entropy(↓):  0.225814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films can be described by david morse
Start Entity:     david morse
Gold Answer:      [['16 Blocks', 'Disturbia', 'The Green Mile', 'Proof of Life', 'Dancer in the Dark']]
Predicted Ans:    16 Blocks
Predicted Path:   david morse --[(INV) has_tags]--> 16 Blocks --[has_tags]--> david morse --[(INV) has_tags]--> 16 Blocks
Path (Raw):       david morse --[(INV) has_tags]--> 16 Blocks --[has_tags]--> david morse --[(INV) has_tags]--> 16 Blocks
Neg LogProb(↓):   0.065404
Path Entropy(↓):  0.309445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of piper laurie starred movies
Start Entity:     Piper Laurie
Gold Answer:      [['1995', '1976', '1989', '2006', '1985', '1961', '1952', '2013']]
Predicted Ans:    1989
Predicted Path:   Piper Laurie --[(INV) starred_actors]--> Dream a Little Dream --[release_year]--> 1989
Path (Raw):       Piper Laurie --[No Operation]--> Piper Laurie --[(INV) starred_actors]--> Dream a Little Dream --[release_year]--> 1989
Neg LogProb(↓):   0.827548
Path Entropy(↓):  1.383076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by i am legend actors
Start Entity:     I Am Legend
Gold Answer:      [['David Marconi', 'Steven Pressfield', 'Roland Emmerich', 'Arthur Miller', 'Lowell Cunningham', 'Michael Mann', 'John Requa', 'M. Night Shyamalan', 'Gary Whitta', 'Jeff Vintar', 'Will Smith', 'Vincent Ngo', 'Isaac Asimov', 'Glenn Ficarra', 'Dean Devlin', 'Kevin Bisch', 'Akiva Goldsman']]
Predicted Ans:    Lowell Cunningham
Predicted Path:   I Am Legend --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[written_by]--> Lowell Cunningham
Path (Raw):       I Am Legend --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[written_by]--> Lowell Cunningham
Neg LogProb(↓):   0.049319
Path Entropy(↓):  0.248924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by willem wennekers
Start Entity:     Willem Wennekers
Gold Answer:      [['Allan Moyle']]
Predicted Ans:    Allan Moyle
Predicted Path:   Willem Wennekers --[(INV) written_by]--> Weirdsville --[directed_by]--> Allan Moyle
Path (Raw):       Willem Wennekers --[No Operation]--> Willem Wennekers --[(INV) written_by]--> Weirdsville --[directed_by]--> Allan Moyle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film machine gun mccain released
Start Entity:     Machine Gun McCain
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Machine Gun McCain --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Path (Raw):       Machine Gun McCain --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Neg LogProb(↓):   2.709693
Path Entropy(↓):  3.739151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of white palace
Start Entity:     White Palace
Gold Answer:      [['Rhys Ifans', 'Anthony Hopkins', 'Harvey Keitel', 'Gregory Peck', 'Ralph Fiennes', 'Kirsten Dunst', 'Emma Stone', 'Michael Caine', 'Andrew Garfield', 'Jane Fonda', 'Mary Tyler Moore', "Tatum O'Neal", 'Judd Hirsch', 'Joanne Woodward', 'Gérard Depardieu', 'Herbert Lom', 'Haley Joel Osment', 'Karl Malden', 'Richard Gere', 'Penelope Ann Miller', 'Thomas Haden Church', 'Jason Robards', 'Whoopi Goldberg', 'Shirley MacLaine', 'Nell Potts', 'Roberta Wallach', 'Alan Rickman', 'Diane Lane', 'Danny DeVito', 'Olivier Martinez', 'Liza Minnelli', 'Tim McIntire', 'Wendell Burton', 'Colin Firth', 'Donald Sutherland', 'Edward Norton', 'James Franco', 'Denis Leary', 'Richard Dreyfuss', 'Tom Courtenay', 'Vanessa Redgrave', 'Timothy Hutton', 'Tilda Swinton', 'Tobey Maguire', 'Barbra Streisand']]
Predicted Ans:    James Franco
Predicted Path:   White Palace --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Path (Raw):       White Palace --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.707797
Path Entropy(↓):  1.196126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by tony randel
Start Entity:     Tony Randel
Gold Answer:      [['Horror', 'Animation', 'Action']]
Predicted Ans:    Action
Predicted Path:   Tony Randel --[(INV) written_by]--> Fist of the North Star --[has_genre]--> Action
Path (Raw):       Tony Randel --[No Operation]--> Tony Randel --[(INV) written_by]--> Fist of the North Star --[has_genre]--> Action
Neg LogProb(↓):   0.715373
Path Entropy(↓):  0.793736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what spider - man 2 is about
Start Entity:     Spider-Man 2
Gold Answer:      [['new york city', 'kirsten dunst', 'tobey maguire', 'new york', 'sam raimi', 'marvel', 'sequel', 'octopus', 'super-hero', 'comics', 'superhero']]
Predicted Ans:    octopus
Predicted Path:   Spider-Man 2 --[has_tags]--> octopus --[(INV) has_tags]--> Spider-Man 2 --[has_tags]--> octopus
Path (Raw):       Spider-Man 2 --[has_tags]--> octopus --[(INV) has_tags]--> Spider-Man 2 --[has_tags]--> octopus
Neg LogProb(↓):   0.000514
Path Entropy(↓):  0.004961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the exorcist
Start Entity:     The Exorcist
Gold Answer:      [['George C. Scott', 'Brad Dourif', 'Julie Andrews', 'Jason Miller', 'Ed Flanders', 'Jeremy Kemp', 'Rock Hudson']]
Predicted Ans:    Rock Hudson
Predicted Path:   The Exorcist --[written_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[starred_actors]--> Rock Hudson
Path (Raw):       The Exorcist --[written_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[starred_actors]--> Rock Hudson
Neg LogProb(↓):   0.203700
Path Entropy(↓):  0.654822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the man in the white suit were released in which years
Start Entity:     The Man in the White Suit
Gold Answer:      [['1949', '1950', '1959', '1953', '1956']]
Predicted Ans:    1953
Predicted Path:   The Man in the White Suit --[written_by]--> John Dighton --[(INV) written_by]--> Roman Holiday --[release_year]--> 1953
Path (Raw):       The Man in the White Suit --[written_by]--> John Dighton --[(INV) written_by]--> Roman Holiday --[release_year]--> 1953
Neg LogProb(↓):   0.401117
Path Entropy(↓):  0.973068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about wushu
Start Entity:     wushu
Gold Answer:      [['Fearless']]
Predicted Ans:    Fearless
Predicted Path:   wushu --[(INV) has_tags]--> Fearless --[has_tags]--> nationalism --[(INV) has_tags]--> Fearless
Path (Raw):       wushu --[(INV) has_tags]--> Fearless --[has_tags]--> nationalism --[(INV) has_tags]--> Fearless
Neg LogProb(↓):   0.030985
Path Entropy(↓):  0.137418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by sidney miller release
Start Entity:     Sidney Miller
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Sidney Miller --[(INV) directed_by]--> Get Yourself a College Girl --[release_year]--> 1964
Path (Raw):       Sidney Miller --[No Operation]--> Sidney Miller --[(INV) directed_by]--> Get Yourself a College Girl --[release_year]--> 1964
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by mateo gil
Start Entity:     Mateo Gil
Gold Answer:      [['Penélope Cruz', 'Cameron Diaz', 'Tom Cruise', 'Eduardo Noriega', 'Rachel Weisz', 'Kurt Russell', 'Max Minghella', 'Oscar Isaac', 'Fele Martínez']]
Predicted Ans:    Rachel Weisz
Predicted Path:   Mateo Gil --[(INV) written_by]--> Agora --[starred_actors]--> Rachel Weisz
Path (Raw):       Mateo Gil --[No Operation]--> Mateo Gil --[(INV) written_by]--> Agora --[starred_actors]--> Rachel Weisz
Neg LogProb(↓):   0.675043
Path Entropy(↓):  1.080992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by linda darnell
Start Entity:     Linda Darnell
Gold Answer:      [['Arthur Hailey', 'Sam Hellman', 'Samuel G. Engel', 'Philip Dunne', 'Johnston McCulley', 'Preston Sturges', 'John Klempner', 'Barry Levinson', 'Vicente Blasco Ibáñez', 'Jerome Cady', 'Kathleen Winsor', 'Hall Bartlett', 'Winston Miller', 'René Clair', 'Robert Klane', 'Valerie Curtin', 'Kenneth Fearing', 'Vera Caspary', 'Joseph L. Mankiewicz']]
Predicted Ans:    Valerie Curtin
Predicted Path:   Linda Darnell --[(INV) starred_actors]--> Unfaithfully Yours --[written_by]--> Valerie Curtin
Path (Raw):       Linda Darnell --[No Operation]--> Linda Darnell --[(INV) starred_actors]--> Unfaithfully Yours --[written_by]--> Valerie Curtin
Neg LogProb(↓):   0.769203
Path Entropy(↓):  2.028524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by charles ruggles were directed by who
Start Entity:     Charles Ruggles
Gold Answer:      [['George Cukor', 'Rouben Mamoulian', 'Ernst Lubitsch', 'Norman Tokar', 'Frank Tuttle', 'Dorothy Arzner']]
Predicted Ans:    George Cukor
Predicted Path:   Charles Ruggles --[(INV) starred_actors]--> One Hour with You --[directed_by]--> George Cukor
Path (Raw):       Charles Ruggles --[No Operation]--> Charles Ruggles --[(INV) starred_actors]--> One Hour with You --[directed_by]--> George Cukor
Neg LogProb(↓):   0.059404
Path Entropy(↓):  0.272567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by al stump
Start Entity:     Al Stump
Gold Answer:      [['Tommy Lee Jones']]
Predicted Ans:    Tommy Lee Jones
Predicted Path:   Al Stump --[(INV) written_by]--> Cobb --[starred_actors]--> Tommy Lee Jones
Path (Raw):       Al Stump --[No Operation]--> Al Stump --[(INV) written_by]--> Cobb --[starred_actors]--> Tommy Lee Jones
Neg LogProb(↓):   0.064617
Path Entropy(↓):  0.233990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe our idiot brother
Start Entity:     Our Idiot Brother
Gold Answer:      [['paul rudd', 'jesse peretz', 'zooey deschanel']]
Predicted Ans:    zooey deschanel
Predicted Path:   Our Idiot Brother --[has_tags]--> zooey deschanel --[(INV) has_tags]--> Flakes --[has_tags]--> zooey deschanel
Path (Raw):       Our Idiot Brother --[has_tags]--> zooey deschanel --[(INV) has_tags]--> Flakes --[has_tags]--> zooey deschanel
Neg LogProb(↓):   0.075450
Path Entropy(↓):  0.290450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film get hard
Start Entity:     Get Hard
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Get Hard --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Get Hard --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.216257
Path Entropy(↓):  4.579340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the blackthorn director release
Start Entity:     Blackthorn
Gold Answer:      [['1999']]
Predicted Ans:    2011
Predicted Path:   Blackthorn --[directed_by]--> Mateo Gil --[(INV) directed_by]--> Blackthorn --[release_year]--> 2011
Path (Raw):       Blackthorn --[directed_by]--> Mateo Gil --[(INV) directed_by]--> Blackthorn --[release_year]--> 2011
Neg LogProb(↓):   0.380006
Path Entropy(↓):  0.623928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of johnny depp acted films
Start Entity:     Johnny Depp
Gold Answer:      [['Mike Newell', 'Lasse Hallström', 'Mike Johnson', 'John Badham', 'Gore Verbinski', 'Laurence Dunmore', 'David Koepp', 'Bruce Robinson', 'Rand Ravich', 'Marc Forster', 'Terry Gilliam', 'John Waters', 'Jim Jarmusch', 'George Bowers', 'Emir Kusturica', 'Wally Pfister', 'Tim Burton', 'Robert Rodriguez', 'Norman Z. McLeod', 'Jeremy Leven', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    Tim Burton
Predicted Path:   Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Path (Raw):       Johnny Depp --[No Operation]--> Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.566543
Path Entropy(↓):  1.150552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by dan gordon
Start Entity:     Dan Gordon
Gold Answer:      [['1997', '1993', '1999', '1994', '1937', '1984']]
Predicted Ans:    1999
Predicted Path:   Dan Gordon --[(INV) written_by]--> The Hurricane --[release_year]--> 1999
Path (Raw):       Dan Gordon --[No Operation]--> Dan Gordon --[(INV) written_by]--> The Hurricane --[release_year]--> 1999
Neg LogProb(↓):   0.883937
Path Entropy(↓):  1.434938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is the girl of your dreams
Start Entity:     The Girl of Your Dreams
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Girl of Your Dreams --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Girl of Your Dreams --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.340971
Path Entropy(↓):  4.644504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in count yorga, vampire
Start Entity:     Count Yorga, Vampire
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Count Yorga, Vampire --[starred_actors]--> Robert Quarry --[(INV) starred_actors]--> Madhouse --[has_genre]--> Comedy
Path (Raw):       Count Yorga, Vampire --[starred_actors]--> Robert Quarry --[(INV) starred_actors]--> Madhouse --[has_genre]--> Comedy
Neg LogProb(↓):   0.298757
Path Entropy(↓):  0.750256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote bringing out the dead
Start Entity:     Bringing Out the Dead
Gold Answer:      [['John Flynn', 'Sydney Pollack', 'Martin Scorsese', 'Paul Schrader', 'Brian De Palma']]
Predicted Ans:    Paul Schrader
Predicted Path:   Bringing Out the Dead --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper --[directed_by]--> Paul Schrader
Path (Raw):       Bringing Out the Dead --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper --[directed_by]--> Paul Schrader
Neg LogProb(↓):   0.197131
Path Entropy(↓):  0.685168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with heather sears
Start Entity:     Heather Sears
Gold Answer:      [['Laurence Harvey', 'Joan Crawford', 'Rossano Brazzi', 'Simone Signoret', 'Donald Wolfit']]
Predicted Ans:    Laurence Harvey
Predicted Path:   Heather Sears --[(INV) starred_actors]--> Room at the Top --[starred_actors]--> Laurence Harvey
Path (Raw):       Heather Sears --[No Operation]--> Heather Sears --[(INV) starred_actors]--> Room at the Top --[starred_actors]--> Laurence Harvey
Neg LogProb(↓):   0.452121
Path Entropy(↓):  0.822825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor dolores dorn appeared in the same movie with who
Start Entity:     Dolores Dorn
Gold Answer:      [['Cliff Robertson', 'Beatrice Kay']]
Predicted Ans:    Cliff Robertson
Predicted Path:   Dolores Dorn --[(INV) starred_actors]--> Underworld U.S.A. --[starred_actors]--> Cliff Robertson
Path (Raw):       Dolores Dorn --[No Operation]--> Dolores Dorn --[(INV) starred_actors]--> Underworld U.S.A. --[starred_actors]--> Cliff Robertson
Neg LogProb(↓):   0.001427
Path Entropy(↓):  0.010776
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the dictator director
Start Entity:     The Dictator
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Dictator --[directed_by]--> Larry Charles --[(INV) directed_by]--> The Dictator --[has_genre]--> Comedy
Path (Raw):       The Dictator --[directed_by]--> Larry Charles --[(INV) directed_by]--> The Dictator --[has_genre]--> Comedy
Neg LogProb(↓):   0.112398
Path Entropy(↓):  0.367195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of cyclo
Start Entity:     Cyclo
Gold Answer:      [['2010', '1993']]
Predicted Ans:    2010
Predicted Path:   Cyclo --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[release_year]--> 2010
Path (Raw):       Cyclo --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[release_year]--> 2010
Neg LogProb(↓):   0.189789
Path Entropy(↓):  0.563636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by dylan kidd
Start Entity:     Dylan Kidd
Gold Answer:      [['2002', '2004']]
Predicted Ans:    2002
Predicted Path:   Dylan Kidd --[(INV) written_by]--> Roger Dodger --[release_year]--> 2002
Path (Raw):       Dylan Kidd --[No Operation]--> Dylan Kidd --[(INV) written_by]--> Roger Dodger --[release_year]--> 2002
Neg LogProb(↓):   0.485738
Path Entropy(↓):  0.666394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by jacob koskoff
Start Entity:     Jacob Koskoff
Gold Answer:      [['Jason Schwartzman', 'Ben Stiller', 'Anna Kendrick']]
Predicted Ans:    Ben Stiller
Predicted Path:   Jacob Koskoff --[(INV) written_by]--> The Marc Pease Experience --[starred_actors]--> Ben Stiller
Path (Raw):       Jacob Koskoff --[No Operation]--> Jacob Koskoff --[(INV) written_by]--> The Marc Pease Experience --[starred_actors]--> Ben Stiller
Neg LogProb(↓):   0.145927
Path Entropy(↓):  0.427208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with next stop, greenwich village in
Start Entity:     Next Stop, Greenwich Village
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Next Stop, Greenwich Village --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       Next Stop, Greenwich Village --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by joao cesar monteiro
Start Entity:     João César Monteiro
Gold Answer:      [['Recollections of the Yellow House']]
Predicted Ans:    Recollections of the Yellow House
Predicted Path:   João César Monteiro --[(INV) directed_by]--> Recollections of the Yellow House --[directed_by]--> João César Monteiro --[(INV) directed_by]--> Recollections of the Yellow House
Path (Raw):       João César Monteiro --[(INV) directed_by]--> Recollections of the Yellow House --[directed_by]--> João César Monteiro --[(INV) directed_by]--> Recollections of the Yellow House
Neg LogProb(↓):   0.000376
Path Entropy(↓):  0.003503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in lady in white
Start Entity:     Lady in White
Gold Answer:      [['Len Cariou', 'Katherine Helmond', 'Lukas Haas', 'Alex Rocco']]
Predicted Ans:    Katherine Helmond
Predicted Path:   Lady in White --[starred_actors]--> Katherine Helmond --[(INV) starred_actors]--> Brazil --[starred_actors]--> Katherine Helmond
Path (Raw):       Lady in White --[starred_actors]--> Katherine Helmond --[(INV) starred_actors]--> Brazil --[starred_actors]--> Katherine Helmond
Neg LogProb(↓):   0.515472
Path Entropy(↓):  0.785724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did cynthia cidre write
Start Entity:     Cynthia Cidre
Gold Answer:      [['The Mambo Kings', 'In Country']]
Predicted Ans:    The Mambo Kings
Predicted Path:   Cynthia Cidre --[(INV) written_by]--> The Mambo Kings --[written_by]--> Oscar Hijuelos --[(INV) written_by]--> The Mambo Kings
Path (Raw):       Cynthia Cidre --[(INV) written_by]--> The Mambo Kings --[written_by]--> Oscar Hijuelos --[(INV) written_by]--> The Mambo Kings
Neg LogProb(↓):   0.033427
Path Entropy(↓):  0.147894
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote half light
Start Entity:     Half Light
Gold Answer:      [['Craig Rosenberg']]
Predicted Ans:    Craig Rosenberg
Predicted Path:   Half Light --[written_by]--> Craig Rosenberg --[(INV) written_by]--> Half Light --[directed_by]--> Craig Rosenberg
Path (Raw):       Half Light --[written_by]--> Craig Rosenberg --[(INV) written_by]--> Half Light --[directed_by]--> Craig Rosenberg
Neg LogProb(↓):   0.001113
Path Entropy(↓):  0.008876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of fantastic voyage
Start Entity:     Fantastic Voyage
Gold Answer:      [['Carmen Jones', 'House of Bamboo', 'The Man from Earth', 'Bullitt', 'The Lost Missile']]
Predicted Ans:    Fantastic Voyage
Predicted Path:   Fantastic Voyage --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage
Path (Raw):       Fantastic Voyage --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[No Operation]--> Fantastic Voyage
Neg LogProb(↓):   0.147236
Path Entropy(↓):  0.411096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films starred by richard harris in
Start Entity:     Richard Harris
Gold Answer:      [['Sioux', 'French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       Richard Harris --[No Operation]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.002127
Path Entropy(↓):  0.016705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed undercurrent
Start Entity:     Undercurrent
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Undercurrent --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Gigi --[has_genre]--> Comedy
Path (Raw):       Undercurrent --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Gigi --[has_genre]--> Comedy
Neg LogProb(↓):   0.797251
Path Entropy(↓):  1.141858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of i am a sex addict is also the director of which films
Start Entity:     I Am a Sex Addict
Gold Answer:      [['A Little Stiff']]
Predicted Ans:    A Little Stiff
Predicted Path:   I Am a Sex Addict --[directed_by]--> Caveh Zahedi --[(INV) directed_by]--> A Little Stiff
Path (Raw):       I Am a Sex Addict --[directed_by]--> Caveh Zahedi --[(INV) directed_by]--> A Little Stiff --[No Operation]--> A Little Stiff
Neg LogProb(↓):   0.377358
Path Entropy(↓):  0.624982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of kagemusha
Start Entity:     Kagemusha
Gold Answer:      [['Ikiru', 'The Bad Sleep Well', 'No Regrets for Our Youth', 'One Wonderful Sunday', 'Madadayo', "Dodes'ka-den", 'Throne of Blood', 'Rashomon', 'Yojimbo', 'Sanjuro', 'Seven Samurai', 'Rhapsody in August', 'Sanshiro Sugata', 'Dersu Uzala', 'Ran', 'High and Low', 'Dreams', 'Stray Dog', 'Drunken Angel', 'Red Beard', 'The Hidden Fortress', 'The Quiet Duel']]
Predicted Ans:    Ran
Predicted Path:   Kagemusha --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran
Path (Raw):       Kagemusha --[No Operation]--> Kagemusha --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran
Neg LogProb(↓):   0.954398
Path Entropy(↓):  1.727033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about michael sheen
Start Entity:     michael sheen
Gold Answer:      [['The Damned United', 'The Queen', 'Frost/Nixon', 'Beautiful Boy']]
Predicted Ans:    Beautiful Boy
Predicted Path:   michael sheen --[(INV) has_tags]--> Beautiful Boy --[has_tags]--> michael sheen --[(INV) has_tags]--> Beautiful Boy
Path (Raw):       michael sheen --[(INV) has_tags]--> Beautiful Boy --[has_tags]--> michael sheen --[(INV) has_tags]--> Beautiful Boy
Neg LogProb(↓):   1.595837
Path Entropy(↓):  2.533751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by lori petty were released in which years
Start Entity:     Lori Petty
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Lori Petty --[(INV) written_by]--> The Poker House --[release_year]--> 2008
Path (Raw):       Lori Petty --[No Operation]--> Lori Petty --[(INV) written_by]--> The Poker House --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jim caviezel were written by who
Start Entity:     Jim Caviezel
Gold Answer:      [['Omar Naim', 'Neil Hayes', 'Crash Leyland', 'Didier Van Cauwelaert', 'Terrence Malick', 'Gerald Di Pego', 'Robert Vernay', 'Miles Chapman', 'Rowland V. Lee', 'Toby Emmerich', 'Georges Neveux', 'Alexandre Dumas père', 'Jason Keller', 'John Eugene Cay Jr.', 'James Jones', 'Mel Gibson']]
Predicted Ans:    Toby Emmerich
Predicted Path:   Jim Caviezel --[(INV) starred_actors]--> Frequency --[written_by]--> Toby Emmerich
Path (Raw):       Jim Caviezel --[No Operation]--> Jim Caviezel --[(INV) starred_actors]--> Frequency --[written_by]--> Toby Emmerich
Neg LogProb(↓):   0.407963
Path Entropy(↓):  0.797895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by brother actors release
Start Entity:     Brother
Gold Answer:      [['2000', '2009', '2008', '1990', '2005', '1989', '1993', '2004', '2010', '1973', '1999', '2012', '2007']]
Predicted Ans:    1973
Predicted Path:   Brother --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage --[release_year]--> 1973
Path (Raw):       Brother --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage --[release_year]--> 1973
Neg LogProb(↓):   0.849730
Path Entropy(↓):  1.775816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tobe hooper appear in
Start Entity:     Tobe Hooper
Gold Answer:      [['Body Bags']]
Predicted Ans:    Body Bags
Predicted Path:   Tobe Hooper --[(INV) starred_actors]--> Body Bags --[starred_actors]--> John Carpenter --[(INV) starred_actors]--> Body Bags
Path (Raw):       Tobe Hooper --[(INV) starred_actors]--> Body Bags --[starred_actors]--> John Carpenter --[(INV) starred_actors]--> Body Bags
Neg LogProb(↓):   0.312154
Path Entropy(↓):  0.622806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ellen page were written by who
Start Entity:     Ellen Page
Gold Answer:      [['Maureen Medved', 'Zal Batmanglij', 'Brit Marling', 'James Gunn', 'Diablo Cody', 'Christopher Nolan', 'Brian Nelson', 'Mark Poirier']]
Predicted Ans:    Christopher Nolan
Predicted Path:   Ellen Page --[(INV) starred_actors]--> Inception --[written_by]--> Christopher Nolan
Path (Raw):       Ellen Page --[No Operation]--> Ellen Page --[(INV) starred_actors]--> Inception --[written_by]--> Christopher Nolan
Neg LogProb(↓):   0.127937
Path Entropy(↓):  0.429384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by charles lederer
Start Entity:     Charles Lederer
Gold Answer:      [['Jane Russell', 'Louis Jourdan', 'Cary Grant', 'James Stewart', 'Marlon Brando', 'Trevor Howard', 'Ralph Bellamy', 'Richard Widmark', 'Adolphe Menjou', 'Jack Lemmon', 'Nicolas Cage', 'Helen Hunt', 'Coleen Gray', 'Charles Laughton', 'Victor Mature', 'Brian Donlevy', 'David Caruso', 'Elliott Reid', 'Charles Coburn', 'Shirley MacLaine', 'Mary Brian', 'Edward Everett Horton', 'Walter Matthau', 'Marilyn Monroe', 'Rosalind Russell', 'Maurice Chevalier', 'Samuel L. Jackson', 'Clark Gable', 'Frank Sinatra', "Pat O'Brien"]]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Charles Lederer --[(INV) written_by]--> Can-Can --[starred_actors]--> Shirley MacLaine
Path (Raw):       Charles Lederer --[No Operation]--> Charles Lederer --[(INV) written_by]--> Can-Can --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.657389
Path Entropy(↓):  1.223732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was scooby - doo! the mystery begins released
Start Entity:     Scooby-Doo! The Mystery Begins
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Scooby-Doo! The Mystery Begins --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Path (Raw):       Scooby-Doo! The Mystery Begins --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Neg LogProb(↓):   3.282781
Path Entropy(↓):  4.480742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the swan also starred in which movies
Start Entity:     The Swan
Gold Answer:      [['To Catch a Thief', 'High Society', 'The Return of Swamp Thing', 'Madame Bovary', 'The Mudlark', 'Tunes of Glory', 'Can-Can', 'Kind Hearts and Coronets', 'The Conqueror', 'Little Lord Fauntleroy', 'Last Holiday', 'Swamp Thing', 'Green Fire', 'Our Man in Havana', 'The Country Girl', 'Mogambo', 'The Left Hand of God', 'Gigi', 'The Bridge on the River Kwai', 'The Happy Time', 'Year of the Comet', 'The Bat', "The Horse's Mouth", 'The Ladykillers', 'Cromwell', 'Dial M for Murder', 'The Fall of the Roman Empire', 'Rear Window', 'Silver Bears', 'The Bridges at Toko-Ri', 'Lovesick', 'Letter from an Unknown Woman', 'The Lavender Hill Mob', 'The Prisoner', 'Caged', 'The Man in the White Suit', 'Three Coins in the Fountain', 'A Run for Your Money', 'The V.I.P.s', "The Captain's Paradise", 'Johnny Belinda', 'The Quiller Memorandum', 'Oliver Twist']]
Predicted Ans:    Madame Bovary
Predicted Path:   The Swan --[starred_actors]--> Louis Jourdan --[(INV) starred_actors]--> Madame Bovary
Path (Raw):       The Swan --[starred_actors]--> Louis Jourdan --[No Operation]--> Louis Jourdan --[(INV) starred_actors]--> Madame Bovary
Neg LogProb(↓):   0.538405
Path Entropy(↓):  1.449920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of david markson
Start Entity:     David Markson
Gold Answer:      [['Joseph Heller']]
Predicted Ans:    Joseph Heller
Predicted Path:   David Markson --[(INV) written_by]--> Dirty Dingus Magee --[written_by]--> Joseph Heller
Path (Raw):       David Markson --[No Operation]--> David Markson --[(INV) written_by]--> Dirty Dingus Magee --[written_by]--> Joseph Heller
Neg LogProb(↓):   0.008545
Path Entropy(↓):  0.054580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of east side, west side
Start Entity:     East Side, West Side
Gold Answer:      [['Waterloo Bridge', 'Gold Diggers of 1933', 'Johnny Eager', 'Blossoms in the Dust', "The Devil at 4 O'Clock", 'Anthony Adverse', 'Five Star Final', 'Big City Blues', 'Little Caesar', 'Million Dollar Mermaid', 'Toward the Unknown', 'Thirty Seconds Over Tokyo', 'Quo Vadis', 'Madame Curie', 'Home Before Dark', 'Random Harvest', "They Won't Forget", 'Lovely to Look At', 'The Bad Seed', 'Three on a Match', 'Little Women', 'The FBI Story', 'Gypsy', 'Mister Roberts', 'I Am a Fugitive from a Chain Gang', 'No Time for Sergeants']]
Predicted Ans:    Waterloo Bridge
Predicted Path:   East Side, West Side --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Waterloo Bridge
Path (Raw):       East Side, West Side --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Waterloo Bridge --[No Operation]--> Waterloo Bridge
Neg LogProb(↓):   0.504177
Path Entropy(↓):  1.538446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jamie uys directed films
Start Entity:     Jamie Uys
Gold Answer:      [['1969', '1980']]
Predicted Ans:    1980
Predicted Path:   Jamie Uys --[(INV) directed_by]--> The Gods Must Be Crazy --[release_year]--> 1980
Path (Raw):       Jamie Uys --[No Operation]--> Jamie Uys --[(INV) directed_by]--> The Gods Must Be Crazy --[release_year]--> 1980
Neg LogProb(↓):   0.348510
Path Entropy(↓):  0.672165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did frank bonner act in
Start Entity:     Frank Bonner
Gold Answer:      [['Equinox']]
Predicted Ans:    Equinox
Predicted Path:   Frank Bonner --[(INV) starred_actors]--> Equinox --[starred_actors]--> Edward Connell --[(INV) starred_actors]--> Equinox
Path (Raw):       Frank Bonner --[(INV) starred_actors]--> Equinox --[starred_actors]--> Edward Connell --[(INV) starred_actors]--> Equinox
Neg LogProb(↓):   0.370548
Path Entropy(↓):  0.641731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the wackiest ship in the army actors
Start Entity:     The Wackiest Ship in the Army
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Wackiest Ship in the Army --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[in_language]--> Italian
Path (Raw):       The Wackiest Ship in the Army --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[in_language]--> Italian
Neg LogProb(↓):   0.063641
Path Entropy(↓):  0.247693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed tough guys don't dance
Start Entity:     Tough Guys Don't Dance
Gold Answer:      [['Norman Mailer']]
Predicted Ans:    Norman Mailer
Predicted Path:   Tough Guys Don't Dance --[directed_by]--> Norman Mailer --[(INV) directed_by]--> Tough Guys Don't Dance --[directed_by]--> Norman Mailer
Path (Raw):       Tough Guys Don't Dance --[directed_by]--> Norman Mailer --[(INV) directed_by]--> Tough Guys Don't Dance --[directed_by]--> Norman Mailer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the spider - man director release
Start Entity:     Spider-Man
Gold Answer:      [['1995', '1998', '1978', '2000', '2009', '1990', '1987', '1992', '2004', '1985', '1999', '1981', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Spider-Man --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Drag Me to Hell --[release_year]--> 2009
Path (Raw):       Spider-Man --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Drag Me to Hell --[release_year]--> 2009
Neg LogProb(↓):   0.848134
Path Entropy(↓):  1.991312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of 20, 000 years in sing sing
Start Entity:     20,000 Years in Sing Sing
Gold Answer:      [['Black Fury', 'The Charge of the Light Brigade', 'Captain Blood', 'Mission to Moscow', 'The Comancheros', 'Four Daughters', 'Dodge City', 'Young Man with a Horn', 'Virginia City', 'The Sea Wolf', 'Doctor X', 'Santa Fe Trail', 'Kid Galahad', 'The Unsuspected', 'Mystery of the Wax Museum', 'The Walking Dead', 'The Private Lives of Elizabeth and Essex', 'The Adventures of Huckleberry Finn', 'Front Page Woman', 'King Creole', 'The Cabin in the Cotton', 'White Christmas', 'Captains of the Clouds', 'The Key', 'Passage to Marseille', 'The Breaking Point', 'Female', 'Mildred Pierce', 'The Egyptian', 'Flamingo Road', 'The Sea Hawk', 'Night and Day', 'This Is the Army', 'Casablanca', "Noah's Ark", 'Alias the Doctor', 'Private Detective 62', "We're No Angels", 'The Adventures of Robin Hood', 'Angels with Dirty Faces', 'Yankee Doodle Dandy']]
Predicted Ans:    Passage to Marseille
Predicted Path:   20,000 Years in Sing Sing --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille
Path (Raw):       20,000 Years in Sing Sing --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[No Operation]--> Passage to Marseille
Neg LogProb(↓):   0.945255
Path Entropy(↓):  1.601283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of estelle hemsley starred movies
Start Entity:     Estelle Hemsley
Gold Answer:      [['Philip Leacock']]
Predicted Ans:    Philip Leacock
Predicted Path:   Estelle Hemsley --[(INV) starred_actors]--> Take a Giant Step --[directed_by]--> Philip Leacock
Path (Raw):       Estelle Hemsley --[No Operation]--> Estelle Hemsley --[(INV) starred_actors]--> Take a Giant Step --[directed_by]--> Philip Leacock
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by dolph lundgren were in which genres
Start Entity:     Dolph Lundgren
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Dolph Lundgren --[(INV) directed_by]--> Command Performance --[has_genre]--> Action
Path (Raw):       Dolph Lundgren --[No Operation]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[has_genre]--> Action
Neg LogProb(↓):   0.437278
Path Entropy(↓):  0.656080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did david stenn write the story for
Start Entity:     David Stenn
Gold Answer:      [['Girl 27']]
Predicted Ans:    Girl 27
Predicted Path:   David Stenn --[(INV) written_by]--> Girl 27 --[written_by]--> David Stenn --[(INV) written_by]--> Girl 27
Path (Raw):       David Stenn --[(INV) written_by]--> Girl 27 --[written_by]--> David Stenn --[(INV) written_by]--> Girl 27
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of i - see - you. com
Start Entity:     I-See-You.Com
Gold Answer:      [['Ryan Reynolds', 'Patrick Stewart', 'Denzel Washington']]
Predicted Ans:    Rosanna Arquette
Predicted Path:   I-See-You.Com --[directed_by]--> Eric Steven Stahl --[(INV) directed_by]--> I-See-You.Com --[starred_actors]--> Rosanna Arquette
Path (Raw):       I-See-You.Com --[directed_by]--> Eric Steven Stahl --[(INV) directed_by]--> I-See-You.Com --[starred_actors]--> Rosanna Arquette
Neg LogProb(↓):   0.253958
Path Entropy(↓):  0.532371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe the movie voices of a distant star in a few words
Start Entity:     Voices of a Distant Star
Gold Answer:      [['space', 'anime', 'makoto shinkai']]
Predicted Ans:    makoto shinkai
Predicted Path:   Voices of a Distant Star --[has_tags]--> makoto shinkai --[(INV) has_tags]--> The Place Promised in Our Early Days --[has_tags]--> makoto shinkai
Path (Raw):       Voices of a Distant Star --[has_tags]--> makoto shinkai --[(INV) has_tags]--> The Place Promised in Our Early Days --[has_tags]--> makoto shinkai
Neg LogProb(↓):   0.070284
Path Entropy(↓):  0.262919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by franco nero in
Start Entity:     Franco Nero
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Franco Nero --[(INV) starred_actors]--> Django --[has_genre]--> Western
Path (Raw):       Franco Nero --[No Operation]--> Franco Nero --[(INV) starred_actors]--> Django --[has_genre]--> Western
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film breezy starred which actors
Start Entity:     Breezy
Gold Answer:      [['William Holden', 'Kay Lenz']]
Predicted Ans:    Richard Moll
Predicted Path:   Breezy --[starred_actors]--> Kay Lenz --[(INV) starred_actors]--> House --[starred_actors]--> Richard Moll
Path (Raw):       Breezy --[starred_actors]--> Kay Lenz --[(INV) starred_actors]--> House --[starred_actors]--> Richard Moll
Neg LogProb(↓):   0.859192
Path Entropy(↓):  1.586094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by justin guarini
Start Entity:     Justin Guarini
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Justin Guarini --[(INV) starred_actors]--> From Justin to Kelly --[has_genre]--> Comedy
Path (Raw):       Justin Guarini --[No Operation]--> Justin Guarini --[(INV) starred_actors]--> From Justin to Kelly --[has_genre]--> Comedy
Neg LogProb(↓):   0.000108
Path Entropy(↓):  0.001090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is the end of the tour in
Start Entity:     The End of the Tour
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The End of the Tour --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       The End of the Tour --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.673610
Path Entropy(↓):  4.785711
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film last hurrah for chivalry was written by who
Start Entity:     Last Hurrah for Chivalry
Gold Answer:      [['John Woo']]
Predicted Ans:    John Woo
Predicted Path:   Last Hurrah for Chivalry --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief --[written_by]--> John Woo
Path (Raw):       Last Hurrah for Chivalry --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief --[written_by]--> John Woo
Neg LogProb(↓):   0.092595
Path Entropy(↓):  0.366652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by dewey nicks fall under
Start Entity:     Dewey Nicks
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dewey Nicks --[(INV) directed_by]--> Slackers --[has_genre]--> Comedy
Path (Raw):       Dewey Nicks --[No Operation]--> Dewey Nicks --[(INV) directed_by]--> Slackers --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of house of women also directed which films
Start Entity:     House of Women
Gold Answer:      [['The Bat']]
Predicted Ans:    The Bat
Predicted Path:   House of Women --[directed_by]--> Crane Wilbur --[(INV) directed_by]--> The Bat
Path (Raw):       House of Women --[directed_by]--> Crane Wilbur --[(INV) directed_by]--> The Bat --[No Operation]--> The Bat
Neg LogProb(↓):   0.424938
Path Entropy(↓):  0.935364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie suzy
Start Entity:     Suzy
Gold Answer:      [['Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Dudley Nichols', 'Matthew Josephson', 'Bouck White', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'Norman Panama', 'Carey Wilson', 'Dale Van Every', 'Leigh Janiak', 'Melville Shavelson', 'Curt Goetz', 'Roy Huggins', 'Leo Townsend', 'Donald Ogden Stewart', 'Gillian Slovo', 'Herman J. Mankiewicz', 'Ferenc Molnár', 'Rudyard Kipling', 'Stanley Shapiro', 'Anita Loos', 'Ben Hecht', 'Charles MacArthur', 'Viña Delmar', 'Arthur Richman', 'W.R. Burnett', 'Julius J. Epstein', 'James Kevin McGuinness', 'Philip G. Epstein', 'John Lee Mahin', 'Henri Rochard', 'David Dodge', 'Anne Parrish', 'Wilson Collison', 'George Tabori', 'Waldemar Young', 'Allan Scott', 'Billy Wilder', 'Harvey Fergusson', 'Crosbie Garstin', 'Jack Jevne', 'Eddie Moran', 'Leonardo Bercovici', 'Joel Sayre', 'Steve Fisher', 'Nancy Meyers', 'John Michael Hayes', 'Charles Hoffman', 'Melvin Frank', 'Faith Baldwin', 'Harry Behn', 'Hugh Williams', 'Richard Brooks', 'Marc Behm', 'Joseph L. Mankiewicz', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'Robert E. Sherwood', 'Grover Jones', 'Elizabeth Page', 'Philip Barry', 'Jo Swerling', 'Howard Emmett Rogers', 'Mortimer Offner', 'Eric Hodgins', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Charles Lederer', 'Charles Shyer', 'F. Scott Fitzgerald', 'Sidney Buchman', 'Ingmar Bergman', 'Edna Ferber', 'Alfred Lewis Levitt', 'Fred Guiol', 'Sidney Harmon', 'Jules Furthman', 'Herbert Baker', 'Margaret Vyner', 'Caroline Francke', 'Bessie Breuer', 'Don Hartman', 'Mack Crane', 'Joseph Stone', 'John Bright', 'Kubec Glasmon', 'Edward E. Paramore Jr.', 'Edward Anhalt', 'Erich Maria Remarque', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'C.S. Forester', 'George Oppenheimer', 'Will B. Johnstone', 'Edna Anhalt', 'Howard Estabrook', 'James Warner Bellah', 'Maurice Richlin', 'Achmed Abdullah', 'Peter Stone', 'Leo McCarey', 'John L. Balderston', 'Mae West', 'Paul King', 'William Slavens McNutt', 'Eric Hatch', 'Compton MacKenzie', 'George S. Kaufman', 'Morrie Ryskind', 'Norman Krasna', 'Martha Cheavens', 'Harvey F. Thew', 'Frances Marion']]
Predicted Ans:    Ben Hecht
Predicted Path:   Suzy --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Monkey Business --[written_by]--> Ben Hecht
Path (Raw):       Suzy --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Monkey Business --[written_by]--> Ben Hecht
Neg LogProb(↓):   1.660652
Path Entropy(↓):  2.568868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by juliano ribeiro salgado were in which genres
Start Entity:     Juliano Ribeiro Salgado
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Juliano Ribeiro Salgado --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       Juliano Ribeiro Salgado --[No Operation]--> Juliano Ribeiro Salgado --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jesse dylan were written by who
Start Entity:     Jesse Dylan
Gold Answer:      [['Dustin Lee Abraham', 'Adam Herz']]
Predicted Ans:    Dustin Lee Abraham
Predicted Path:   Jesse Dylan --[(INV) directed_by]--> How High --[written_by]--> Dustin Lee Abraham
Path (Raw):       Jesse Dylan --[No Operation]--> Jesse Dylan --[(INV) directed_by]--> How High --[written_by]--> Dustin Lee Abraham
Neg LogProb(↓):   0.010333
Path Entropy(↓):  0.057677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of there will be blood
Start Entity:     There Will Be Blood
Gold Answer:      [['The Master', 'The Gnome-Mobile', 'Punch-Drunk Love', 'Hard Eight', 'Boogie Nights', 'Magnolia', 'Inherent Vice', 'The Wet Parade']]
Predicted Ans:    The Master
Predicted Path:   There Will Be Blood --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> The Master
Path (Raw):       There Will Be Blood --[No Operation]--> There Will Be Blood --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> The Master
Neg LogProb(↓):   1.410418
Path Entropy(↓):  2.187334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed down argentine way
Start Entity:     Down Argentine Way
Gold Answer:      [['1951', '1936', '1938', '1935', '1941', '1928']]
Predicted Ans:    1938
Predicted Path:   Down Argentine Way --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Little Miss Broadway --[release_year]--> 1938
Path (Raw):       Down Argentine Way --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Little Miss Broadway --[release_year]--> 1938
Neg LogProb(↓):   1.097182
Path Entropy(↓):  1.685351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the hotel new hampshire
Start Entity:     The Hotel New Hampshire
Gold Answer:      [['1970', '2003', '1959', '1936', '1968', '1963', '2009', '1982', '1973', '1994', '1948', '1990', '1996', '1961', '1962', '2000', '1964', '1975', '1966', '1960', '1965', '1969']]
Predicted Ans:    1966
Predicted Path:   The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Mademoiselle --[release_year]--> 1966
Path (Raw):       The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Mademoiselle --[release_year]--> 1966
Neg LogProb(↓):   1.259591
Path Entropy(↓):  2.038696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by simon quarterman
Start Entity:     Simon Quarterman
Gold Answer:      [['Matthew Peterman', 'William Brent Bell']]
Predicted Ans:    William Brent Bell
Predicted Path:   Simon Quarterman --[(INV) starred_actors]--> The Devil Inside --[written_by]--> William Brent Bell
Path (Raw):       Simon Quarterman --[No Operation]--> Simon Quarterman --[(INV) starred_actors]--> The Devil Inside --[written_by]--> William Brent Bell
Neg LogProb(↓):   0.430337
Path Entropy(↓):  0.647267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in kambakkht ishq also appears in which films
Start Entity:     Kambakkht Ishq
Gold Answer:      [['Cliffhanger', 'Undercover Brother', 'Cop Land', 'Get Carter', 'Blonde and Blonder', 'Capone', 'Bullet to the Head', 'Rocky', 'No Place to Hide', 'Rambo', 'Over the Top', 'Rhinestone', 'Paradise Alley', 'The Expendables 3', 'Rocky II', 'Escape Plan', 'Rocky V', 'Rocky IV', 'Demolition Man', 'Oscar', 'Good Advice', 'Assassins', 'Nighthawks', 'Tammy and the T-Rex', 'Superman Returns', 'The Expendables', 'Driven', 'Avenging Angelo', 'Grudge Match', 'Lock Up', 'Cobra', 'The Expendables 2', 'First Blood', 'The Third Wheel', 'Rocky Balboa', 'Judge Dredd', 'Stop! Or My Mom Will Shoot', 'Rocky III', 'The Specialist', 'Death Race 2000', 'Valentine', 'Drop Dead Gorgeous', 'Daylight']]
Predicted Ans:    Rambo
Predicted Path:   Kambakkht Ishq --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Path (Raw):       Kambakkht Ishq --[starred_actors]--> Sylvester Stallone --[No Operation]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Neg LogProb(↓):   0.862354
Path Entropy(↓):  1.772591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by clive brook were released in which years
Start Entity:     Clive Brook
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Clive Brook --[(INV) starred_actors]--> Shanghai Express --[release_year]--> 1932
Path (Raw):       Clive Brook --[No Operation]--> Clive Brook --[(INV) starred_actors]--> Shanghai Express --[release_year]--> 1932
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in siegfried directed films
Start Entity:     Siegfried
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Siegfried --[(INV) directed_by]--> Sansa --[in_language]--> French
Path (Raw):       Siegfried --[No Operation]--> Siegfried --[(INV) directed_by]--> Sansa --[in_language]--> French
Neg LogProb(↓):   0.000284
Path Entropy(↓):  0.002605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of francoise dorleac starred movies
Start Entity:     Françoise Dorléac
Gold Answer:      [['1964', '1967']]
Predicted Ans:    1967
Predicted Path:   Françoise Dorléac --[(INV) starred_actors]--> The Young Girls of Rochefort --[release_year]--> 1967
Path (Raw):       Françoise Dorléac --[No Operation]--> Françoise Dorléac --[(INV) starred_actors]--> The Young Girls of Rochefort --[release_year]--> 1967
Neg LogProb(↓):   0.200691
Path Entropy(↓):  0.551197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by sidney kingsley fall under
Start Entity:     Sidney Kingsley
Gold Answer:      [['Drama', 'Horror', 'Crime']]
Predicted Ans:    william wyler
Predicted Path:   Sidney Kingsley --[(INV) written_by]--> Detective Story --[has_tags]--> william wyler
Path (Raw):       Sidney Kingsley --[No Operation]--> Sidney Kingsley --[(INV) written_by]--> Detective Story --[has_tags]--> william wyler
Neg LogProb(↓):   0.554798
Path Entropy(↓):  1.079847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by the writer of the diving bell and the butterfly
Start Entity:     The Diving Bell and the Butterfly
Gold Answer:      [['W. Somerset Maugham', 'Adrien Brody', 'Alec Guinness', 'George C. Scott', 'Alan Bates', 'Isabelle Adjani', 'Stellan Skarsgård', 'Zena Walker', 'Anthony Higgins', 'Tom Courtenay', 'Annette Bening', 'Edward Fox', 'Kay Walsh', 'Tim Curry', 'Harvey Keitel', 'Albert Finney', 'Michael Caine', 'Maggie Smith']]
Predicted Ans:    Adrien Brody
Predicted Path:   The Diving Bell and the Butterfly --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Pianist --[starred_actors]--> Adrien Brody
Path (Raw):       The Diving Bell and the Butterfly --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Pianist --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.014873
Path Entropy(↓):  0.088015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by marcelo figueras in
Start Entity:     Marcelo Figueras
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marcelo Figueras --[(INV) written_by]--> Kamchatka --[has_genre]--> Drama
Path (Raw):       Marcelo Figueras --[No Operation]--> Marcelo Figueras --[(INV) written_by]--> Kamchatka --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by craig e. serling were released in which years
Start Entity:     Craig E. Serling
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Craig E. Serling --[(INV) written_by]--> Jam --[release_year]--> 2006
Path (Raw):       Craig E. Serling --[No Operation]--> Craig E. Serling --[(INV) written_by]--> Jam --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by much ado about nothing screenwriters
Start Entity:     Much Ado About Nothing
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'History', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Much Ado About Nothing --[written_by]--> William Shakespeare --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       Much Ado About Nothing --[written_by]--> William Shakespeare --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   2.591927
Path Entropy(↓):  3.302122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by richard eyre starred who
Start Entity:     Richard Eyre
Gold Answer:      [['Kate Winslet', 'Jim Broadbent', 'Liam Neeson', 'Antonio Banderas', 'Hugh Bonneville', 'Judi Dench', 'Laura Linney']]
Predicted Ans:    Liam Neeson
Predicted Path:   Richard Eyre --[(INV) written_by]--> The Other Man --[starred_actors]--> Liam Neeson
Path (Raw):       Richard Eyre --[No Operation]--> Richard Eyre --[(INV) written_by]--> The Other Man --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.044865
Path Entropy(↓):  0.180119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of silverado
Start Entity:     Silverado
Gold Answer:      [['Dan Gordon', 'William Goldman', 'Frank Galati', 'Adam Brooks', 'Stephen King', 'Anne Tyler', 'Lawrence Kasdan']]
Predicted Ans:    Lawrence Kasdan
Predicted Path:   Silverado --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> Darling Companion --[written_by]--> Lawrence Kasdan
Path (Raw):       Silverado --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> Darling Companion --[written_by]--> Lawrence Kasdan
Neg LogProb(↓):   1.094516
Path Entropy(↓):  1.568695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was avenue montaigne directed by
Start Entity:     Avenue Montaigne
Gold Answer:      [['Danièle Thompson']]
Predicted Ans:    Danièle Thompson
Predicted Path:   Avenue Montaigne --[directed_by]--> Danièle Thompson --[(INV) directed_by]--> Jet Lag --[directed_by]--> Danièle Thompson
Path (Raw):       Avenue Montaigne --[directed_by]--> Danièle Thompson --[(INV) directed_by]--> Jet Lag --[directed_by]--> Danièle Thompson
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is savannah smiles
Start Entity:     Savannah Smiles
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Family
Predicted Path:   Savannah Smiles --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       Savannah Smiles --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   3.114061
Path Entropy(↓):  1.136405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of nancy gates acted films
Start Entity:     Nancy Gates
Gold Answer:      [['1954', '1960', '1956']]
Predicted Ans:    1960
Predicted Path:   Nancy Gates --[(INV) starred_actors]--> Comanche Station --[release_year]--> 1960
Path (Raw):       Nancy Gates --[No Operation]--> Nancy Gates --[(INV) starred_actors]--> Comanche Station --[release_year]--> 1960
Neg LogProb(↓):   0.095248
Path Entropy(↓):  0.317832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did tom bradby write
Start Entity:     Tom Bradby
Gold Answer:      [['Shadow Dancer']]
Predicted Ans:    Shadow Dancer
Predicted Path:   Tom Bradby --[(INV) written_by]--> Shadow Dancer --[written_by]--> Tom Bradby --[(INV) written_by]--> Shadow Dancer
Path (Raw):       Tom Bradby --[(INV) written_by]--> Shadow Dancer --[written_by]--> Tom Bradby --[(INV) written_by]--> Shadow Dancer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with creative
Start Entity:     creative
Gold Answer:      [['Topsy-Turvy']]
Predicted Ans:    Topsy-Turvy
Predicted Path:   creative --[(INV) has_tags]--> Topsy-Turvy --[has_tags]--> victorian era --[(INV) has_tags]--> Topsy-Turvy
Path (Raw):       creative --[(INV) has_tags]--> Topsy-Turvy --[has_tags]--> victorian era --[(INV) has_tags]--> Topsy-Turvy
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film witness for the prosecution
Start Entity:     Witness for the Prosecution
Gold Answer:      [['Barbara Benedek', 'Alexandre Breffort', 'Claude Anet', 'Richard L. Breen', 'Edward Childs Carpenter', 'Gilles Mimouni', 'Ernest Lehman', 'Billy Wilder', 'Charles Brackett', 'Edwin Blum', 'Charles Lederer', 'Charles R. Jackson', 'Anna Bonacci', 'I.A.L. Diamond', 'George Axelrod', 'Wendell Mayes', 'Samuel A. Taylor', 'Ferenc Molnár', 'James M. Cain', 'Francis Veber', 'Ben Hecht', 'Raymond Chandler', 'Charles MacArthur', 'Bartlett Cormack', 'Robert Harari', 'David Shaw', 'David Rayfiel', 'Edmund Trzcinski', 'Donald Bevan']]
Predicted Ans:    Billy Wilder
Predicted Path:   Witness for the Prosecution --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[written_by]--> Billy Wilder
Path (Raw):       Witness for the Prosecution --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.874286
Path Entropy(↓):  1.757474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by xavier picard release
Start Entity:     Xavier Picard
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Xavier Picard --[(INV) written_by]--> Moomins on the Riviera --[release_year]--> 2014
Path (Raw):       Xavier Picard --[No Operation]--> Xavier Picard --[(INV) written_by]--> Moomins on the Riviera --[release_year]--> 2014
Neg LogProb(↓):   0.000059
Path Entropy(↓):  0.000636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by alan ladd were released in which years
Start Entity:     Alan Ladd
Gold Answer:      [['1946', '1949', '1964', '1957', '1950', '1960', '1951', '1942', '1982', '1953', '2012', '1974', '1958', '2013']]
Predicted Ans:    1982
Predicted Path:   Alan Ladd --[(INV) starred_actors]--> Dead Men Don't Wear Plaid --[release_year]--> 1982
Path (Raw):       Alan Ladd --[No Operation]--> Alan Ladd --[(INV) starred_actors]--> Dead Men Don't Wear Plaid --[release_year]--> 1982
Neg LogProb(↓):   1.380686
Path Entropy(↓):  1.570790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie big city blues
Start Entity:     Big City Blues
Gold Answer:      [['Joan Blondell', 'Eric Linden']]
Predicted Ans:    Joan Blondell
Predicted Path:   Big City Blues --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Big City Blues --[starred_actors]--> Joan Blondell
Path (Raw):       Big City Blues --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Big City Blues --[starred_actors]--> Joan Blondell
Neg LogProb(↓):   0.387584
Path Entropy(↓):  1.138084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by surviving picasso actors
Start Entity:     Surviving Picasso
Gold Answer:      [['Mende', 'English', 'Cornish', 'Old English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   1.623039
Path Entropy(↓):  1.451818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of son frere
Start Entity:     Son frère
Gold Answer:      [['Those Who Love Me Can Take the Train', 'Gabrielle', 'Intimacy']]
Predicted Ans:    Gabrielle
Predicted Path:   Son frère --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Gabrielle
Path (Raw):       Son frère --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Gabrielle --[No Operation]--> Gabrielle
Neg LogProb(↓):   0.369421
Path Entropy(↓):  0.850346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter mark palermo co - wrote movies with who
Start Entity:     Mark Palermo
Gold Answer:      [['Joseph Kahn']]
Predicted Ans:    Mark Palermo
Predicted Path:   Mark Palermo --[(INV) written_by]--> Detention --[written_by]--> Mark Palermo
Path (Raw):       Mark Palermo --[No Operation]--> Mark Palermo --[(INV) written_by]--> Detention --[written_by]--> Mark Palermo
Neg LogProb(↓):   0.321043
Path Entropy(↓):  0.587788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films written by hans christian andersen screenwriters
Start Entity:     Hans Christian Andersen
Gold Answer:      [['Drama', 'Musical', 'Music', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Hans Christian Andersen --[written_by]--> Moss Hart --[(INV) written_by]--> Broadway Melody of 1936 --[has_genre]--> Musical
Path (Raw):       Hans Christian Andersen --[written_by]--> Moss Hart --[(INV) written_by]--> Broadway Melody of 1936 --[has_genre]--> Musical
Neg LogProb(↓):   0.002104
Path Entropy(↓):  0.017890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie scrooge were released in which years
Start Entity:     Scrooge
Gold Answer:      [['1980', '1964', '1966', '1972', '1960', '2012', '1979', '1981', '1969', '1974', '1958', '1956']]
Predicted Ans:    2012
Predicted Path:   Scrooge --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Gambit --[release_year]--> 2012
Path (Raw):       Scrooge --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Gambit --[release_year]--> 2012
Neg LogProb(↓):   0.615226
Path Entropy(↓):  1.599178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film the russia house
Start Entity:     The Russia House
Gold Answer:      [['John le Carré', 'Tom Stoppard']]
Predicted Ans:    Tom Stoppard
Predicted Path:   The Russia House --[written_by]--> Tom Stoppard --[(INV) written_by]--> Vatel --[written_by]--> Tom Stoppard
Path (Raw):       The Russia House --[written_by]--> Tom Stoppard --[(INV) written_by]--> Vatel --[written_by]--> Tom Stoppard
Neg LogProb(↓):   0.030748
Path Entropy(↓):  0.139437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie another man's poison were released in which years
Start Entity:     Another Man's Poison
Gold Answer:      [['1980', '1946', '2008', '1944', '1936', '1935', '1941', '1968', '1939', '1933', '1953', '2014', '1932', '1956', '1943', '1972', '1942', '1940', '1938', '1937', '2012', '1961', '1955', '1962', '1934', '1978', '1964', '1949', '1950', '1929', '1965', '1945', '1987', '1952']]
Predicted Ans:    2008
Predicted Path:   Another Man's Poison --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       Another Man's Poison --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   1.230888
Path Entropy(↓):  2.623125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the counterfeit traitor fall under
Start Entity:     The Counterfeit Traitor
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy']]
Predicted Ans:    War
Predicted Path:   The Counterfeit Traitor --[directed_by]--> George Seaton --[(INV) directed_by]--> 36 Hours --[has_genre]--> War
Path (Raw):       The Counterfeit Traitor --[directed_by]--> George Seaton --[(INV) directed_by]--> 36 Hours --[has_genre]--> War
Neg LogProb(↓):   0.001309
Path Entropy(↓):  0.012314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of mean girls 2
Start Entity:     Mean Girls 2
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mean Girls 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Mean Girls 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.273694
Path Entropy(↓):  4.500603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by vittorio de benedetti
Start Entity:     Vittorio de Benedetti
Gold Answer:      [['Keanu Reeves', 'Anthony Quinn', 'Giancarlo Giannini']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Vittorio de Benedetti --[(INV) written_by]--> A Walk in the Clouds --[starred_actors]--> Keanu Reeves
Path (Raw):       Vittorio de Benedetti --[No Operation]--> Vittorio de Benedetti --[(INV) written_by]--> A Walk in the Clouds --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.001910
Path Entropy(↓):  0.015092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the look who's talking too director
Start Entity:     Look Who's Talking Too
Gold Answer:      [['Horror', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Look Who's Talking Too --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[has_genre]--> Comedy
Path (Raw):       Look Who's Talking Too --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[has_genre]--> Comedy
Neg LogProb(↓):   0.628891
Path Entropy(↓):  0.850159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by without a clue actors
Start Entity:     Without a Clue
Gold Answer:      [['Alfonso Cuarón', 'Dale Launer', 'Barry Unsworth', 'Doug Wright', 'Clare Peploe', 'Marivaux', 'John Byrum', 'Robert Kaufman', 'Katie Ford', 'Caryn Lucas', 'Leigh Vance', 'Clive Egleton', 'Martin McGartland', 'Ronald Harwood', 'Charlie Peters', 'Lotte Colin', 'Neil Jordan', 'Paul Theroux', 'Bob Swaim', 'Jonathan Levine', 'Rudyard Kipling', 'Stanley Shapiro', 'Paul Henning', 'James Clavell', 'Thomas Keneally', 'Steve Conrad', 'Russell Hoban', 'Willy Russell', 'Mike Hodges', 'Jack Higgins', 'Donna Powers', 'John Fowles', 'James Toback', 'Dean Jennings', 'James Dearden', 'Ira Levin', 'J.B. Pick', 'Philip Roth', 'Bernardo Bertolucci', 'Joel Schumacher', 'Sabi H. Shabtai', 'Melvyn Bragg', 'Dan Gordon', 'Bill Naughton', 'Marc Brandel', 'Graham Greene', 'Scott Cherry', 'Brian Moore', 'Chandran Rutnam', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Jack Davies', 'Sidney Carroll', 'Frederick Forsyth', 'Larry Gelbart', 'Kari Skogland', 'Rafael Yglesias', 'Woody Allen', 'Ariel Dorfman', 'Alan Alda', 'Christopher Nolan', 'David S. Goyer', 'Oliver Stone', 'Jonathan Nolan', 'Robert Aldrich', 'Charles Shyer', 'Robert Ludlum', 'John Hopkins', 'Thomas C. Ryan', 'Bert Gilden', 'Peter Benchley', 'Nicholas Meyer', 'Vadim Perelman', 'Andre Dubus III', 'Shawn Lawrence Otto', 'George Axelrod', 'Simon Brett', 'Jay Presson Allen', 'Brad Anderson', 'John Lasseter', 'Brian De Palma', 'Tim McCanlies', 'John Briley', 'Linda Woolverton', 'David Leland', 'Christopher Priest', 'Edward Anhalt', 'Len Deighton', 'John Huston', 'Tom Stoppard', 'James Doran', 'Marc Lawrence', 'Ethan Coen', 'Ted Lewis', 'Charles Dickens', 'Artur London', 'Anthony Stacchi', 'Alan Snow', 'Anthony Shaffer', 'Steven Zaillian', 'Thomas Wiseman', 'John Logan', 'Alvin Sargent', 'Brian Selznick', 'Brad Lewis', 'Ben Queen', 'Sol Yurick', 'Harold Pinter', 'Horton Foote', 'Edward Anderson', 'John Hale']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Without a Clue --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[written_by]--> Steven Zaillian
Path (Raw):       Without a Clue --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.270517
Path Entropy(↓):  0.718328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with one false move fall under
Start Entity:     One False Move
Gold Answer:      [['Family', 'Short', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   One False Move --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Path (Raw):       One False Move --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Neg LogProb(↓):   0.182007
Path Entropy(↓):  0.678015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for where the red fern grows
Start Entity:     Where the Red Fern Grows
Gold Answer:      [['Wilson Rawls', 'Sam Pillsbury', 'Lyman Dayton']]
Predicted Ans:    Wilson Rawls
Predicted Path:   Where the Red Fern Grows --[written_by]--> Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows --[written_by]--> Wilson Rawls
Path (Raw):       Where the Red Fern Grows --[written_by]--> Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows --[written_by]--> Wilson Rawls
Neg LogProb(↓):   2.079455
Path Entropy(↓):  2.079614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the confession writers
Start Entity:     The Confession
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Confession --[written_by]--> Sol Yurick --[(INV) written_by]--> The Confession --[has_genre]--> Drama
Path (Raw):       The Confession --[written_by]--> Sol Yurick --[(INV) written_by]--> The Confession --[has_genre]--> Drama
Neg LogProb(↓):   0.020898
Path Entropy(↓):  0.100868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the letter from an unknown woman director
Start Entity:     Letter from an Unknown Woman
Gold Answer:      [['Guy de Maupassant', 'Max Ophüls', 'Libbie Block', 'Elisabeth Sanxay Holding', 'Arthur Schnitzler']]
Predicted Ans:    Libbie Block
Predicted Path:   Letter from an Unknown Woman --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Caught --[written_by]--> Libbie Block
Path (Raw):       Letter from an Unknown Woman --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Caught --[written_by]--> Libbie Block
Neg LogProb(↓):   0.549140
Path Entropy(↓):  0.706218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of copycat
Start Entity:     Copycat
Gold Answer:      [['Jon Amiel', 'Howard Franklin', 'John Collee', 'Daniel Vigne', 'Robert Farrar', 'Randal Keynes']]
Predicted Ans:    Daniel Vigne
Predicted Path:   Copycat --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Sommersby --[written_by]--> Daniel Vigne
Path (Raw):       Copycat --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Sommersby --[written_by]--> Daniel Vigne
Neg LogProb(↓):   0.478344
Path Entropy(↓):  1.116724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor emily harrison acted together with who
Start Entity:     Emily Harrison
Gold Answer:      [['Josh Green', 'George Peck']]
Predicted Ans:    Josh Green
Predicted Path:   Emily Harrison --[(INV) starred_actors]--> Curse of the Puppet Master --[starred_actors]--> Josh Green
Path (Raw):       Emily Harrison --[No Operation]--> Emily Harrison --[(INV) starred_actors]--> Curse of the Puppet Master --[starred_actors]--> Josh Green
Neg LogProb(↓):   0.397794
Path Entropy(↓):  0.661042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by alona tal
Start Entity:     Alona Tal
Gold Answer:      [['Chris Peckover', 'Joe Peterson']]
Predicted Ans:    Chris Peckover
Predicted Path:   Alona Tal --[(INV) starred_actors]--> Undocumented --[written_by]--> Chris Peckover
Path (Raw):       Alona Tal --[No Operation]--> Alona Tal --[(INV) starred_actors]--> Undocumented --[written_by]--> Chris Peckover
Neg LogProb(↓):   0.042232
Path Entropy(↓):  0.172225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the addiction
Start Entity:     The Addiction
Gold Answer:      [['Walter Hill', 'Frederick Forsyth', 'Nelson Gidding', 'Barbara Wilson', 'Gregory Widen', 'Greg Spence', 'Mickey Rourke', 'Whitley Strieber', 'Max D. Adams', 'Steve Koren', "Mark O'Keefe", 'Jeffrey Boam', 'Luiz Bolognesi', 'Ian McEwan', 'Austregésilo Carrano', 'Ian La Frenais', 'Nicholas St. John', 'Nancy Savoca', 'Dick Clement', 'Francine Prose', 'Neil Simon', 'Richard Maibaum', 'Barry Levinson', 'Patricia MacLachlan', 'Brian Helgeland', 'Mary Harron', 'Daniel Waters', 'William Gibson', 'Abel Ferrara', 'Michael Cimino', 'Bob Gosse', 'Hugh Wilson', 'Deric Washburn', 'Quinn K. Redeker', 'Jonathan Hensleigh', 'Wendy Hammond', 'Don Stanford', 'Louis Garfinkle', 'Toni Kalem', 'Anne Tyler', 'Michael G. Wilson', 'Steve Faber', 'Bob Fisher', 'Shirley Jackson', 'Stephen King', 'Dirk Shafer', 'Harold Pinter', 'Rick Porrello', 'Akira Kurosawa']]
Predicted Ans:    Nelson Gidding
Predicted Path:   The Addiction --[starred_actors]--> Lili Taylor --[(INV) starred_actors]--> The Haunting --[written_by]--> Nelson Gidding
Path (Raw):       The Addiction --[starred_actors]--> Lili Taylor --[(INV) starred_actors]--> The Haunting --[written_by]--> Nelson Gidding
Neg LogProb(↓):   1.252425
Path Entropy(↓):  1.662556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed destricted
Start Entity:     Destricted
Gold Answer:      [['1995', '1998', '1997', '2009', '2001', '2005', '1993', '1991', '2002', '2012', '2011']]
Predicted Ans:    2006
Predicted Path:   Destricted --[directed_by]--> Matthew Barney --[(INV) directed_by]--> Destricted --[release_year]--> 2006
Path (Raw):       Destricted --[directed_by]--> Matthew Barney --[(INV) directed_by]--> Destricted --[release_year]--> 2006
Neg LogProb(↓):   0.353238
Path Entropy(↓):  0.784744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in raanjhanaa
Start Entity:     Raanjhanaa
Gold Answer:      [['Sonam Kapoor', 'Dhanush']]
Predicted Ans:    Abhishek Bachchan
Predicted Path:   Raanjhanaa --[starred_actors]--> Sonam Kapoor --[(INV) starred_actors]--> Delhi-6 --[starred_actors]--> Abhishek Bachchan
Path (Raw):       Raanjhanaa --[starred_actors]--> Sonam Kapoor --[(INV) starred_actors]--> Delhi-6 --[starred_actors]--> Abhishek Bachchan
Neg LogProb(↓):   0.834583
Path Entropy(↓):  1.204629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film the return of a man called horse were released in which years
Start Entity:     The Return of a Man Called Horse
Gold Answer:      [['1983', '1978', '1970', '1966', '1972', '1990', '1967', '1958']]
Predicted Ans:    1978
Predicted Path:   The Return of a Man Called Horse --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars --[release_year]--> 1978
Path (Raw):       The Return of a Man Called Horse --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars --[release_year]--> 1978
Neg LogProb(↓):   0.674066
Path Entropy(↓):  1.423597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films bull durham are written by who
Start Entity:     Bull Durham
Gold Answer:      [['Robert Souza', 'Huey Perry', 'Blaze Starr', 'Al Stump', 'Ron Shelton', 'James Ellroy']]
Predicted Ans:    Ron Shelton
Predicted Path:   Bull Durham --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Bull Durham --[written_by]--> Ron Shelton
Path (Raw):       Bull Durham --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Bull Durham --[written_by]--> Ron Shelton
Neg LogProb(↓):   0.383974
Path Entropy(↓):  0.840409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed alexander
Start Entity:     Alexander
Gold Answer:      [['John Ridley', 'Tariq Ali', 'Marc Brandel', 'Ron Kovic', "Michael O'Donoghue", 'Oliver Stone', 'Shane Salerno', 'Don Winslow', 'Tad Savinar', 'Stephen Singular', 'Eric Bogosian', 'Jim Marrs', 'Jim Garrison', 'Stanley Weiser', 'Zachary Sklar', 'Richard Rutowski', 'James Ivory', 'Quentin Tarantino']]
Predicted Ans:    Oliver Stone
Predicted Path:   Alexander --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[written_by]--> Oliver Stone
Path (Raw):       Alexander --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[written_by]--> Oliver Stone
Neg LogProb(↓):   0.666506
Path Entropy(↓):  1.670594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with diabolique
Start Entity:     Diabolique
Gold Answer:      [['Happy Endings', 'Bounce', 'Boys on the Side', 'Love Field', 'The Other Woman', 'The Opposite of Sex']]
Predicted Ans:    Bounce
Predicted Path:   Diabolique --[written_by]--> Don Roos --[(INV) written_by]--> Bounce
Path (Raw):       Diabolique --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[No Operation]--> Bounce
Neg LogProb(↓):   0.194981
Path Entropy(↓):  0.716441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does john longden appear in
Start Entity:     John Longden
Gold Answer:      [['Blackmail']]
Predicted Ans:    The Manxman
Predicted Path:   John Longden --[(INV) starred_actors]--> Blackmail --[starred_actors]--> Anny Ondra --[(INV) starred_actors]--> The Manxman
Path (Raw):       John Longden --[(INV) starred_actors]--> Blackmail --[starred_actors]--> Anny Ondra --[(INV) starred_actors]--> The Manxman
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the director of tower heist
Start Entity:     Tower Heist
Gold Answer:      [['Jackie Chan', 'Edward Norton', 'Ian McShane', 'Chris Tucker', 'Pierce Brosnan', 'Nicolas Cage', 'Woody Harrelson', 'Charlie Sheen', 'Dwayne Johnson', 'Téa Leoni', 'Harvey Keitel', 'John Hurt', 'Anthony Hopkins', 'Ralph Fiennes']]
Predicted Ans:    John Hurt
Predicted Path:   Tower Heist --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[starred_actors]--> John Hurt
Path (Raw):       Tower Heist --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[starred_actors]--> John Hurt
Neg LogProb(↓):   1.048023
Path Entropy(↓):  1.583604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in wings of courage
Start Entity:     Wings of Courage
Gold Answer:      [['William Dieterle', 'Michael Oblowitz', 'Michael Mann', 'Charles Winkler', 'David S. Ward', 'James Cox', 'Sean Stanek', 'Marshall Brickman', 'Jean Delannoy', 'John Landis', 'Tony Scott', 'Donald Petrie', 'Ron Howard', 'Michael Apted', 'David Mamet', 'Richard Benjamin', 'Robert Redford', 'Jim Wilson', 'Oliver Stone', 'Kirk Wise', 'Jorma Taccone', 'John Frankenheimer', 'Clive Barker', 'Michael Winterbottom', 'Russell Mulcahy', 'Mark A. Lewis', 'Joel Schumacher', 'Francis Ford Coppola', 'Phillip Noyce', 'Jonathan Hensleigh', 'Martha Coolidge', 'Jason Hewitt', 'Christopher Cain', 'Don Taylor', 'Antony Hoffman', 'Abbas Kiarostami', 'Donald Rice', 'Curtis Hanson', 'Michael Haussman', 'Shane Black', 'Kevin Jarre', 'Rob Morrow', 'Rory Kelly', 'Gary Trousdale', 'Jan Egleson', 'George P. Cosmatos', 'Frank Pierson', 'Robert Lieberman', 'Stephen Hopkins', 'Wayne Wang', 'Richard Stanley', 'Adam Marcus', 'Paul Morrissey', 'Robert M. Young', 'John Hughes', 'Volker Schlöndorff']]
Predicted Ans:    Michael Apted
Predicted Path:   Wings of Courage --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> Thunderheart --[directed_by]--> Michael Apted
Path (Raw):       Wings of Courage --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> Thunderheart --[directed_by]--> Michael Apted
Neg LogProb(↓):   1.479378
Path Entropy(↓):  1.989905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by craig rosenberg were released in which years
Start Entity:     Craig Rosenberg
Gold Answer:      [['1996', '2006']]
Predicted Ans:    2006
Predicted Path:   Craig Rosenberg --[(INV) written_by]--> Half Light --[release_year]--> 2006
Path (Raw):       Craig Rosenberg --[No Operation]--> Craig Rosenberg --[(INV) written_by]--> Half Light --[release_year]--> 2006
Neg LogProb(↓):   0.005292
Path Entropy(↓):  0.032950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie catwoman
Start Entity:     Catwoman
Gold Answer:      [['David Saperstein', 'J. Lee Thompson', 'James Foley', 'John Schlesinger', 'Mike Newell', 'Andrew Marton', 'Albert Brooks', 'André Téchiné', 'Pierre Coffin', 'Chris Renaud', 'Charles Finch', 'Charles Winkler', 'David S. Ward', 'Amy Holden Jones', 'Martin Scorsese', 'Mark Rydell', 'Leon Ichaso', 'Donald Petrie', 'Barry Levinson', 'Xavier Beauvois', 'Wes Craven', 'Robert Townsend', 'Sebastián Lelio', 'John Frankenheimer', 'Darrell Roodt', 'Susanne Bier', 'Reginald Hudlin', 'Stephen Gyllenhaal', 'Marc Forster', 'Stuart Baird', 'John Cassavetes', 'Mathieu Kassovitz', 'Anita Doron', 'Luis Llosa', 'Phillip Noyce', 'Sam Raimi', 'John Dahl', 'Bertrand Tavernier', 'Gregory Nava', 'Stephen Gaghan', 'Dominic Sena', 'John Stockwell', 'Dorothy Ann Puzo', 'Sidney Lumet', 'Rob Epstein', 'Jeffrey Friedman', 'Brad Anderson', 'Breck Eisner', 'Fred Zinnemann', 'Len Wiseman', 'Craig R. Baxley', 'Chris Wedge', 'Robert Day', 'Stephen Metcalfe', 'Paul Verhoeven', 'Jeremiah S. Chechik', 'Robert Stevenson', 'Mike Figgis', 'Mike Mills', 'Gary Nelson', 'Compton Bennett']]
Predicted Ans:    Sidney Lumet
Predicted Path:   Catwoman --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[directed_by]--> Sidney Lumet
Path (Raw):       Catwoman --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[directed_by]--> Sidney Lumet
Neg LogProb(↓):   0.341517
Path Entropy(↓):  0.991915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of funny girl is also the director of which movies
Start Entity:     Funny Girl
Gold Answer:      [['Ben-Hur', 'The Heiress', 'Roman Holiday', 'The Little Foxes', 'The Liberation of L.B. Jones', 'The Best Years of Our Lives', 'Dodsworth', 'The Westerner', 'Friendly Persuasion', 'Detective Story', 'The Good Fairy', 'These Three', 'Carrie', 'Mrs. Miniver', 'The Collector', 'The Letter', 'Come and Get It', "The Children's Hour", 'The Desperate Hours', 'Counsellor at Law', 'Wuthering Heights', 'The Big Country', 'Jezebel', 'How to Steal a Million']]
Predicted Ans:    Roman Holiday
Predicted Path:   Funny Girl --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday
Path (Raw):       Funny Girl --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday --[No Operation]--> Roman Holiday
Neg LogProb(↓):   1.065940
Path Entropy(↓):  2.012984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by vilhelm moberg release
Start Entity:     Vilhelm Moberg
Gold Answer:      [['1972', '1971']]
Predicted Ans:    1972
Predicted Path:   Vilhelm Moberg --[(INV) written_by]--> The New Land --[release_year]--> 1972
Path (Raw):       Vilhelm Moberg --[No Operation]--> Vilhelm Moberg --[(INV) written_by]--> The New Land --[release_year]--> 1972
Neg LogProb(↓):   0.668879
Path Entropy(↓):  0.692846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of sorority wars
Start Entity:     Sorority Wars
Gold Answer:      [['Amy Smart']]
Predicted Ans:    Amanda Schull
Predicted Path:   Sorority Wars --[directed_by]--> James Hayman --[(INV) directed_by]--> Sorority Wars --[starred_actors]--> Amanda Schull
Path (Raw):       Sorority Wars --[directed_by]--> James Hayman --[(INV) directed_by]--> Sorority Wars --[starred_actors]--> Amanda Schull
Neg LogProb(↓):   0.202235
Path Entropy(↓):  0.574066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in teacher's pet
Start Entity:     Teacher's Pet
Gold Answer:      [['Gig Young', 'Doris Day', 'Clark Gable', 'Mamie Van Doren']]
Predicted Ans:    Mamie Van Doren
Predicted Path:   Teacher's Pet --[starred_actors]--> Mamie Van Doren --[(INV) starred_actors]--> Teacher's Pet --[starred_actors]--> Mamie Van Doren
Path (Raw):       Teacher's Pet --[starred_actors]--> Mamie Van Doren --[(INV) starred_actors]--> Teacher's Pet --[starred_actors]--> Mamie Van Doren
Neg LogProb(↓):   0.015031
Path Entropy(↓):  0.086957
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of this is the night
Start Entity:     This Is the Night
Gold Answer:      [['Alan Ladd', 'Helen Walker', 'Sheldon Leonard']]
Predicted Ans:    Charles Ruggles
Predicted Path:   This Is the Night --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[starred_actors]--> Charles Ruggles
Path (Raw):       This Is the Night --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[starred_actors]--> Charles Ruggles
Neg LogProb(↓):   0.251991
Path Entropy(↓):  0.804900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in mabel's married life
Start Entity:     Mabel's Married Life
Gold Answer:      [['Charles Chaplin']]
Predicted Ans:    Mabel Normand
Predicted Path:   Mabel's Married Life --[starred_actors]--> Charles Chaplin --[(INV) starred_actors]--> Mabel's Married Life --[written_by]--> Mabel Normand
Path (Raw):       Mabel's Married Life --[starred_actors]--> Charles Chaplin --[(INV) starred_actors]--> Mabel's Married Life --[written_by]--> Mabel Normand
Neg LogProb(↓):   0.025841
Path Entropy(↓):  0.137352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was kiminori wakasugi the writer of
Start Entity:     Kiminori Wakasugi
Gold Answer:      [['Detroit Metal City']]
Predicted Ans:    Detroit Metal City
Predicted Path:   Kiminori Wakasugi --[(INV) written_by]--> Detroit Metal City --[written_by]--> Kiminori Wakasugi --[(INV) written_by]--> Detroit Metal City
Path (Raw):       Kiminori Wakasugi --[(INV) written_by]--> Detroit Metal City --[written_by]--> Kiminori Wakasugi --[(INV) written_by]--> Detroit Metal City
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was breakheart pass released
Start Entity:     Breakheart Pass
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Breakheart Pass --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       Breakheart Pass --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   2.089385
Path Entropy(↓):  3.573795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote out on a limb
Start Entity:     Out on a Limb
Gold Answer:      [['Daniel Goldin']]
Predicted Ans:    Daniel Goldin
Predicted Path:   Out on a Limb --[written_by]--> Daniel Goldin --[(INV) written_by]--> Out on a Limb --[written_by]--> Daniel Goldin
Path (Raw):       Out on a Limb --[written_by]--> Daniel Goldin --[(INV) written_by]--> Out on a Limb --[written_by]--> Daniel Goldin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by allan loeb
Start Entity:     Allan Loeb
Gold Answer:      [['Kevin James', 'Miley Cyrus', 'Salma Hayek', 'Jennifer Aniston', 'Benicio Del Toro', 'Henry Winkler', 'Halle Berry', 'Jeff Goldblum', "Mike O'Malley", 'Jeremy Piven', 'Jason Bateman']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Allan Loeb --[(INV) written_by]--> The Switch --[starred_actors]--> Jennifer Aniston
Path (Raw):       Allan Loeb --[No Operation]--> Allan Loeb --[(INV) written_by]--> The Switch --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.737465
Path Entropy(↓):  1.096363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in mean streets
Start Entity:     Mean Streets
Gold Answer:      [['Priscilla Chapman', 'John Hartwell', 'Michael Mann', 'Nikos Kazantzakis', 'Jake LaMotta', 'David Mamet', 'Ronald Harwood', 'Abel Ferrara', 'Michael Cimino', 'Deric Washburn', 'Louis Garfinkle', 'Quinn K. Redeker', 'Kenneth Lonergan', 'Rodrigo Cortés', 'William Hjortsberg', 'Greg Glienna', 'Mary Ruth Clarke', 'Jim Herzfeld', 'Georges Simenon', 'Tonino Guerra', 'Massimo De Rita', 'Kario Salem', 'Daniel E. Taylor', 'Charles McKeown', 'Art Linson', 'Michael Crichton', 'James Mangold', 'Scott McPherson', 'Martin Scorsese', 'Nicholas Pileggi', 'Mardik Martin', 'Quentin Tarantino', 'Robert Bolt', 'Jonathan Mostow', 'James Toback', 'Dean Jennings', 'Giuseppe Tornatore', 'Alan Glynn', 'Gerald Kersh', 'John D. MacDonald', 'Bernardo Bertolucci', 'Joel Schumacher', 'Chazz Palminteri', 'Justin Zackham', 'Karine Sudan', 'Mark Harris', 'Thomas Harris', 'Ted Tally', 'Cédric Kahn', 'Jonathan Sobol', 'Oliver Sacks', 'John Patrick Shanley', 'Stephen Metcalfe', 'Ranulph Fiennes', 'Hilary Henkin', 'Larry Beinhart', 'Jane Campion', 'Joan Didion', 'John Gregory Dunne', 'Gregory Widen', 'Sheila Ballantyne', 'Ken Solarz', 'Luc Besson', 'Spike Lee', 'David O. Russell', 'Nick Flynn', 'Peter Tolan', 'Robert Altman', 'F. Scott Fitzgerald', 'Ranald MacDougall', 'James Russo', 'Alan Parker', 'Peter Abrahams', 'Sergio Leone', 'Paul Schrader', 'Zoë Lund', 'Paul Morrissey', 'Paul Auster', 'Albert Husson', 'Brian De Palma', 'Arthur Kopit', 'Philip Kaufman', 'Richard Price', 'Mary Shelley', 'Kirk Jones', 'Tom Stoppard', 'J.D. Zeik', 'Tobias Wolff', 'Matthew Quick', 'Ettore Scola', 'Tonino Benacquista', 'John Barry', 'Martin Amis', 'Terry Gilliam', 'James R. Webb', 'Brad Mirman', 'Harold Ramis', 'John Hamburg', 'Evan Daugherty', 'Michael Backes', 'Robert Rodriguez', 'Edward Anderson', 'Harold Pinter', 'Irwin Winkler', 'David Grovic', 'Paul Conway', 'Bob Randall']]
Predicted Ans:    Nicholas Pileggi
Predicted Path:   Mean Streets --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Nicholas Pileggi
Path (Raw):       Mean Streets --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Nicholas Pileggi
Neg LogProb(↓):   2.071692
Path Entropy(↓):  3.135578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by kim mordaunt
Start Entity:     Kim Mordaunt
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kim Mordaunt --[(INV) written_by]--> The Rocket --[has_genre]--> Drama
Path (Raw):       Kim Mordaunt --[No Operation]--> Kim Mordaunt --[(INV) written_by]--> The Rocket --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of permanent vacation also directed which films
Start Entity:     Permanent Vacation
Gold Answer:      [['Broken Flowers', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Night on Earth', 'Coffee and Cigarettes', 'Mystery Train', 'Only Lovers Left Alive']]
Predicted Ans:    Broken Flowers
Predicted Path:   Permanent Vacation --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers
Path (Raw):       Permanent Vacation --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers --[No Operation]--> Broken Flowers
Neg LogProb(↓):   1.089461
Path Entropy(↓):  1.704540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the river why actors
Start Entity:     The River Why
Gold Answer:      [['English', 'Czech', 'Portuguese', 'French']]
Predicted Ans:    English
Predicted Path:   The River Why --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Path (Raw):       The River Why --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.130901
Path Entropy(↓):  0.393299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in sorority wars
Start Entity:     Sorority Wars
Gold Answer:      [['Michael Storey']]
Predicted Ans:    James Hayman
Predicted Path:   Sorority Wars --[starred_actors]--> Amanda Schull --[(INV) starred_actors]--> Sorority Wars --[directed_by]--> James Hayman
Path (Raw):       Sorority Wars --[starred_actors]--> Amanda Schull --[(INV) starred_actors]--> Sorority Wars --[directed_by]--> James Hayman
Neg LogProb(↓):   0.766767
Path Entropy(↓):  1.017573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies starred by ghost ship actors
Start Entity:     Ghost Ship
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Ghost Ship --[starred_actors]--> Gabriel Byrne --[(INV) starred_actors]--> Stigmata --[in_language]--> Italian
Path (Raw):       Ghost Ship --[starred_actors]--> Gabriel Byrne --[(INV) starred_actors]--> Stigmata --[in_language]--> Italian
Neg LogProb(↓):   0.057485
Path Entropy(↓):  0.240246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in one night with the king
Start Entity:     One Night with the King
Gold Answer:      [['Justin Donnelly', 'Roel Reiné', 'Jason Hewitt', 'Perry Bhandal']]
Predicted Ans:    Jason Hewitt
Predicted Path:   One Night with the King --[starred_actors]--> Luke Goss --[(INV) starred_actors]--> Blood Out --[directed_by]--> Jason Hewitt
Path (Raw):       One Night with the King --[starred_actors]--> Luke Goss --[(INV) starred_actors]--> Blood Out --[directed_by]--> Jason Hewitt
Neg LogProb(↓):   0.259815
Path Entropy(↓):  0.680228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by nathan greno
Start Entity:     Nathan Greno
Gold Answer:      [['Zachary Levi', 'Mandy Moore']]
Predicted Ans:    Zachary Levi
Predicted Path:   Nathan Greno --[(INV) written_by]--> Tangled Ever After --[starred_actors]--> Zachary Levi
Path (Raw):       Nathan Greno --[No Operation]--> Nathan Greno --[(INV) written_by]--> Tangled Ever After --[starred_actors]--> Zachary Levi
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of green dragon
Start Entity:     Green Dragon
Gold Answer:      [['Timothy Linh Bui']]
Predicted Ans:    Timothy Linh Bui
Predicted Path:   Green Dragon --[written_by]--> Timothy Linh Bui --[(INV) written_by]--> Green Dragon --[directed_by]--> Timothy Linh Bui
Path (Raw):       Green Dragon --[written_by]--> Timothy Linh Bui --[(INV) written_by]--> Green Dragon --[directed_by]--> Timothy Linh Bui
Neg LogProb(↓):   0.016100
Path Entropy(↓):  0.081915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film a letter to elia
Start Entity:     A Letter to Elia
Gold Answer:      [['1995', '1998', '2009', '2001', '2004', '1996', '2006', '2002', '2013']]
Predicted Ans:    1995
Predicted Path:   A Letter to Elia --[starred_actors]--> Martin Scorsese --[(INV) starred_actors]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       A Letter to Elia --[starred_actors]--> Martin Scorsese --[(INV) starred_actors]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   0.115802
Path Entropy(↓):  0.501067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in the woman in the fifth
Start Entity:     The Woman in the Fifth
Gold Answer:      [['French', 'Polish']]
Predicted Ans:    French
Predicted Path:   The Woman in the Fifth --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Woman in the Fifth --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.263323
Path Entropy(↓):  3.146391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the plastic director
Start Entity:     Plastic
Gold Answer:      [['Julian Gilbey', 'Will Gilbey']]
Predicted Ans:    Julian Gilbey
Predicted Path:   Plastic --[directed_by]--> Julian Gilbey --[(INV) directed_by]--> A Lonely Place to Die --[written_by]--> Julian Gilbey
Path (Raw):       Plastic --[directed_by]--> Julian Gilbey --[(INV) directed_by]--> A Lonely Place to Die --[written_by]--> Julian Gilbey
Neg LogProb(↓):   0.673274
Path Entropy(↓):  1.280668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film lucky lady
Start Entity:     Lucky Lady
Gold Answer:      [['1980', '1978', '2000', '1949', '1963', '1966', '1954', '1957', '1960', '1951', '1967', '1974', '1955', '1952', '1958', '1984']]
Predicted Ans:    1951
Predicted Path:   Lucky Lady --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Royal Wedding --[release_year]--> 1951
Path (Raw):       Lucky Lady --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Royal Wedding --[release_year]--> 1951
Neg LogProb(↓):   1.311038
Path Entropy(↓):  1.923901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of dennis farina
Start Entity:     Dennis Farina
Gold Answer:      [['Ben Kingsley', 'Bruce Willis', 'Luke Wilson', 'Peter Boyle', 'John Turturro', 'Woody Harrelson', 'Melora Hardin', 'Tom Sizemore', 'Mark Feuerstein', 'Bette Midler', 'Paul Wight', 'Téa Leoni', 'Sarah Jessica Parker', 'David Cross', 'Cheryl Hines']]
Predicted Ans:    Bruce Willis
Predicted Path:   Dennis Farina --[(INV) starred_actors]--> Striking Distance --[starred_actors]--> Bruce Willis
Path (Raw):       Dennis Farina --[No Operation]--> Dennis Farina --[(INV) starred_actors]--> Striking Distance --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.188821
Path Entropy(↓):  0.760870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the three musketeers
Start Entity:     The Three Musketeers
Gold Answer:      [['French', 'Dutch', 'English', 'Italian', 'Korean']]
Predicted Ans:    Korean
Predicted Path:   The Three Musketeers --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Path (Raw):       The Three Musketeers --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.481957
Path Entropy(↓):  0.831297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie family law
Start Entity:     Family Law
Gold Answer:      [['Daniel Burman']]
Predicted Ans:    Daniel Burman
Predicted Path:   Family Law --[written_by]--> Daniel Burman --[(INV) written_by]--> Empty Nest --[written_by]--> Daniel Burman
Path (Raw):       Family Law --[written_by]--> Daniel Burman --[(INV) written_by]--> Empty Nest --[written_by]--> Daniel Burman
Neg LogProb(↓):   0.008703
Path Entropy(↓):  0.050117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by bob merrill
Start Entity:     Bob Merrill
Gold Answer:      [['Arthur Hiller']]
Predicted Ans:    Arthur Hiller
Predicted Path:   Bob Merrill --[(INV) written_by]--> W.C. Fields and Me --[directed_by]--> Arthur Hiller
Path (Raw):       Bob Merrill --[No Operation]--> Bob Merrill --[(INV) written_by]--> W.C. Fields and Me --[directed_by]--> Arthur Hiller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by a kiss before dying writers
Start Entity:     A Kiss Before Dying
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   A Kiss Before Dying --[written_by]--> James Dearden --[(INV) written_by]--> Rogue Trader --[has_genre]--> Drama
Path (Raw):       A Kiss Before Dying --[written_by]--> James Dearden --[(INV) written_by]--> Rogue Trader --[has_genre]--> Drama
Neg LogProb(↓):   0.015032
Path Entropy(↓):  0.087058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the kentucky fried movie, when was it released
Start Entity:     The Kentucky Fried Movie
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   The Kentucky Fried Movie --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Path (Raw):       The Kentucky Fried Movie --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Neg LogProb(↓):   2.120599
Path Entropy(↓):  3.666406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by peter webb fall under
Start Entity:     Peter Webb
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Peter Webb --[(INV) directed_by]--> Give My Regards to Broad Street --[has_genre]--> Drama
Path (Raw):       Peter Webb --[No Operation]--> Peter Webb --[(INV) directed_by]--> Give My Regards to Broad Street --[has_genre]--> Drama
Neg LogProb(↓):   0.000429
Path Entropy(↓):  0.003755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by michael jeter
Start Entity:     Michael Jeter
Gold Answer:      [['John Badham']]
Predicted Ans:    John Badham
Predicted Path:   Michael Jeter --[(INV) starred_actors]--> Drop Zone --[directed_by]--> John Badham
Path (Raw):       Michael Jeter --[No Operation]--> Michael Jeter --[(INV) starred_actors]--> Drop Zone --[directed_by]--> John Badham
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the craigslist killer
Start Entity:     The Craigslist Killer
Gold Answer:      [['Britt Ekland', 'Rhona Mitra', 'John Osborne', 'Ian Hendry', 'Miranda Richardson', 'Sylvester Stallone', 'Rachael Leigh Cook', 'Michael Caine']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   The Craigslist Killer --[directed_by]--> Stephen Kay --[(INV) directed_by]--> Get Carter --[starred_actors]--> Sylvester Stallone
Path (Raw):       The Craigslist Killer --[directed_by]--> Stephen Kay --[(INV) directed_by]--> Get Carter --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.254741
Path Entropy(↓):  0.642575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of divine secrets of the ya - ya sisterhood
Start Entity:     Divine Secrets of the Ya-Ya Sisterhood
Gold Answer:      [['Robert Duvall', 'Dennis Quaid', 'Gena Rowlands', 'Julia Roberts']]
Predicted Ans:    Sandra Bullock
Predicted Path:   Divine Secrets of the Ya-Ya Sisterhood --[written_by]--> Callie Khouri --[(INV) written_by]--> Divine Secrets of the Ya-Ya Sisterhood --[starred_actors]--> Sandra Bullock
Path (Raw):       Divine Secrets of the Ya-Ya Sisterhood --[written_by]--> Callie Khouri --[(INV) written_by]--> Divine Secrets of the Ya-Ya Sisterhood --[starred_actors]--> Sandra Bullock
Neg LogProb(↓):   0.111361
Path Entropy(↓):  0.336785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is all things fair in
Start Entity:     All Things Fair
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   All Things Fair --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       All Things Fair --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.349207
Path Entropy(↓):  2.298284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of russell rouse directed films
Start Entity:     Russell Rouse
Gold Answer:      [['Harlan Ellison', 'Clarence Greene', 'Richard Sale', 'Lee Mortimer', 'Jack Lait']]
Predicted Ans:    Russell Rouse
Predicted Path:   Russell Rouse --[(INV) directed_by]--> The Thief --[written_by]--> Russell Rouse
Path (Raw):       Russell Rouse --[No Operation]--> Russell Rouse --[(INV) directed_by]--> The Thief --[written_by]--> Russell Rouse
Neg LogProb(↓):   0.680949
Path Entropy(↓):  0.750320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed jodhaa akbar
Start Entity:     Jodhaa Akbar
Gold Answer:      [['Gayatri Joshi', 'Shah Rukh Khan']]
Predicted Ans:    Shah Rukh Khan
Predicted Path:   Jodhaa Akbar --[directed_by]--> Ashutosh Gowariker --[(INV) directed_by]--> Swades --[starred_actors]--> Shah Rukh Khan
Path (Raw):       Jodhaa Akbar --[directed_by]--> Ashutosh Gowariker --[(INV) directed_by]--> Swades --[starred_actors]--> Shah Rukh Khan
Neg LogProb(↓):   0.005484
Path Entropy(↓):  0.035004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is carnival of souls
Start Entity:     Carnival of Souls
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Carnival of Souls --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Carnival of Souls --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.547452
Path Entropy(↓):  3.787341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of the bedroom window
Start Entity:     The Bedroom Window
Gold Answer:      [['Anne Holden', 'Curtis Hanson']]
Predicted Ans:    Curtis Hanson
Predicted Path:   The Bedroom Window --[written_by]--> Curtis Hanson --[(INV) written_by]--> Lucky You --[written_by]--> Curtis Hanson
Path (Raw):       The Bedroom Window --[written_by]--> Curtis Hanson --[(INV) written_by]--> Lucky You --[written_by]--> Curtis Hanson
Neg LogProb(↓):   0.249577
Path Entropy(↓):  0.570005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with watching the detectives fall under
Start Entity:     Watching the Detectives
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Watching the Detectives --[starred_actors]--> Cillian Murphy --[(INV) starred_actors]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Path (Raw):       Watching the Detectives --[starred_actors]--> Cillian Murphy --[(INV) starred_actors]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Neg LogProb(↓):   0.326293
Path Entropy(↓):  0.696265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the quiet man
Start Entity:     The Quiet Man
Gold Answer:      [['Jane Russell', 'Henry Fonda', 'Clark Gable', 'Robert Ryan', 'Harry Carey Jr.', 'John Wayne']]
Predicted Ans:    John Wayne
Predicted Path:   The Quiet Man --[written_by]--> Frank S. Nugent --[(INV) written_by]--> The Quiet Man --[starred_actors]--> John Wayne
Path (Raw):       The Quiet Man --[written_by]--> Frank S. Nugent --[(INV) written_by]--> The Quiet Man --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.168250
Path Entropy(↓):  0.570912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed total eclipse
Start Entity:     Total Eclipse
Gold Answer:      [['1988', '1997', '1949', '1990', '1992', '1993', '2006', '1999', '2011']]
Predicted Ans:    2011
Predicted Path:   Total Eclipse --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Path (Raw):       Total Eclipse --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Neg LogProb(↓):   1.306035
Path Entropy(↓):  1.798373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of my afternoons with margueritte
Start Entity:     My Afternoons with Margueritte
Gold Answer:      [['Isabelle Adjani']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   My Afternoons with Margueritte --[directed_by]--> Jean Becker --[(INV) directed_by]--> My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu
Path (Raw):       My Afternoons with Margueritte --[directed_by]--> Jean Becker --[(INV) directed_by]--> My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.161943
Path Entropy(↓):  0.513114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share writers with the pied piper fall under
Start Entity:     The Pied Piper
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   The Pied Piper --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[has_genre]--> Musical
Path (Raw):       The Pied Piper --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[has_genre]--> Musical
Neg LogProb(↓):   0.001888
Path Entropy(↓):  0.014859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to the magnificent seven
Start Entity:     The Magnificent Seven
Gold Answer:      [['library', 'western', 'charles bronson', 'bd-r', 'yul brynner', 'john sturges', 'steve mcqueen', 'mexico', 'eli wallach', 'remake', 'robert vaughn', 'james coburn']]
Predicted Ans:    robert vaughn
Predicted Path:   The Magnificent Seven --[has_tags]--> robert vaughn --[(INV) has_tags]--> Bullitt --[has_tags]--> robert vaughn
Path (Raw):       The Magnificent Seven --[has_tags]--> robert vaughn --[(INV) has_tags]--> Bullitt --[has_tags]--> robert vaughn
Neg LogProb(↓):   0.036656
Path Entropy(↓):  0.199796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Moshe mizrahi directed which films
Start Entity:     Moshé Mizrahi
Gold Answer:      [['Madame Rosa']]
Predicted Ans:    Madame Rosa
Predicted Path:   Moshé Mizrahi --[(INV) directed_by]--> Madame Rosa --[directed_by]--> Moshé Mizrahi --[(INV) directed_by]--> Madame Rosa
Path (Raw):       Moshé Mizrahi --[(INV) directed_by]--> Madame Rosa --[directed_by]--> Moshé Mizrahi --[(INV) directed_by]--> Madame Rosa
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of ariel
Start Entity:     Ariel
Gold Answer:      [['Leningrad Cowboys Go America', 'Shadows in Paradise', 'Calamari Union', 'Leningrad Cowboys Meet Moses', 'The Match Factory Girl', 'I Hired a Contract Killer', 'The Man Without a Past', 'Lights in the Dusk', 'Rocky VI', 'Juha', 'Le Havre', 'Drifting Clouds', 'Take Care of Your Scarf, Tatiana', 'La Vie de Bohème', 'Crime and Punishment', 'Hamlet Goes Business']]
Predicted Ans:    Crime and Punishment
Predicted Path:   Ariel --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment
Path (Raw):       Ariel --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[No Operation]--> Crime and Punishment
Neg LogProb(↓):   1.175982
Path Entropy(↓):  2.115622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did don houghton write
Start Entity:     Don Houghton
Gold Answer:      [['Dracula A.D. 1972']]
Predicted Ans:    Dracula A.D. 1972
Predicted Path:   Don Houghton --[(INV) written_by]--> Dracula A.D. 1972 --[written_by]--> Don Houghton --[(INV) written_by]--> Dracula A.D. 1972
Path (Raw):       Don Houghton --[(INV) written_by]--> Dracula A.D. 1972 --[written_by]--> Don Houghton --[(INV) written_by]--> Dracula A.D. 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the nativity
Start Entity:     The Nativity
Gold Answer:      [['Tony Scott', 'Michael Apted', 'Marcus Adams', 'Jack Nicholson', 'John Bailey', 'Michael Mann', 'Radha Bharadwaj', 'John Hillcoat', 'Jonathan Kaplan', 'George B. Seitz', 'Will Mackenzie', 'Martyn Burke', 'Clarence Brown', 'Maurice Tourneur', 'John Badham']]
Predicted Ans:    John Bailey
Predicted Path:   The Nativity --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> China Moon --[directed_by]--> John Bailey
Path (Raw):       The Nativity --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> China Moon --[directed_by]--> John Bailey
Neg LogProb(↓):   0.716265
Path Entropy(↓):  1.079607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by fredi m. murer
Start Entity:     Fredi M. Murer
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fredi M. Murer --[(INV) written_by]--> Vitus --[has_genre]--> Drama
Path (Raw):       Fredi M. Murer --[No Operation]--> Fredi M. Murer --[(INV) written_by]--> Vitus --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie beverly hills cop ii were released in which years
Start Entity:     Beverly Hills Cop II
Gold Answer:      [['1995', '1988', '1990', '1992', '1989', '2007']]
Predicted Ans:    1990
Predicted Path:   Beverly Hills Cop II --[written_by]--> Eddie Murphy --[(INV) written_by]--> Another 48 Hrs. --[release_year]--> 1990
Path (Raw):       Beverly Hills Cop II --[written_by]--> Eddie Murphy --[(INV) written_by]--> Another 48 Hrs. --[release_year]--> 1990
Neg LogProb(↓):   0.097931
Path Entropy(↓):  0.434756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film two little boys
Start Entity:     Two Little Boys
Gold Answer:      [['Robert Sarkies', 'Duncan Sarkies']]
Predicted Ans:    Robert Sarkies
Predicted Path:   Two Little Boys --[written_by]--> Robert Sarkies --[(INV) written_by]--> Out of the Blue --[written_by]--> Robert Sarkies
Path (Raw):       Two Little Boys --[written_by]--> Robert Sarkies --[(INV) written_by]--> Out of the Blue --[written_by]--> Robert Sarkies
Neg LogProb(↓):   0.021074
Path Entropy(↓):  0.119417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of two family house
Start Entity:     Two Family House
Gold Answer:      [['Raymond De Felitta']]
Predicted Ans:    Raymond De Felitta
Predicted Path:   Two Family House --[written_by]--> Raymond De Felitta --[(INV) written_by]--> Two Family House --[written_by]--> Raymond De Felitta
Path (Raw):       Two Family House --[written_by]--> Raymond De Felitta --[(INV) written_by]--> Two Family House --[written_by]--> Raymond De Felitta
Neg LogProb(↓):   0.251530
Path Entropy(↓):  0.529980
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the mosquito coast
Start Entity:     The Mosquito Coast
Gold Answer:      [['1986', '1997', '1979']]
Predicted Ans:    1997
Predicted Path:   The Mosquito Coast --[written_by]--> Paul Theroux --[(INV) written_by]--> Chinese Box --[release_year]--> 1997
Path (Raw):       The Mosquito Coast --[written_by]--> Paul Theroux --[(INV) written_by]--> Chinese Box --[release_year]--> 1997
Neg LogProb(↓):   0.774265
Path Entropy(↓):  0.986043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
A dog's will is a film written by this person
Start Entity:     A Dog's Will
Gold Answer:      [['Ariano Suassuna', 'Guel Arraes', 'João Falcão', 'Adriana Falcão']]
Predicted Ans:    Adriana Falcão
Predicted Path:   A Dog's Will --[written_by]--> Adriana Falcão --[(INV) written_by]--> A Dog's Will --[written_by]--> Adriana Falcão
Path (Raw):       A Dog's Will --[written_by]--> Adriana Falcão --[(INV) written_by]--> A Dog's Will --[written_by]--> Adriana Falcão
Neg LogProb(↓):   0.757515
Path Entropy(↓):  1.666100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of adrienne king starred movies
Start Entity:     Adrienne King
Gold Answer:      [['1980', '2009']]
Predicted Ans:    1980
Predicted Path:   Adrienne King --[(INV) starred_actors]--> Friday the 13th --[release_year]--> 1980
Path (Raw):       Adrienne King --[No Operation]--> Adrienne King --[(INV) starred_actors]--> Friday the 13th --[release_year]--> 1980
Neg LogProb(↓):   0.372097
Path Entropy(↓):  0.619669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in killers
Start Entity:     Killers
Gold Answer:      [['Romance', 'Western', 'Short', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Killers --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Path (Raw):       Killers --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Neg LogProb(↓):   0.528185
Path Entropy(↓):  1.286103
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of clerks ii
Start Entity:     Clerks II
Gold Answer:      [['Kevin Smith']]
Predicted Ans:    Kevin Smith
Predicted Path:   Clerks II --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Path (Raw):       Clerks II --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Neg LogProb(↓):   0.363119
Path Entropy(↓):  0.978328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film terribly happy were released in which years
Start Entity:     Terribly Happy
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Terribly Happy --[directed_by]--> Henrik Ruben Genz --[(INV) directed_by]--> Good People --[release_year]--> 2014
Path (Raw):       Terribly Happy --[directed_by]--> Henrik Ruben Genz --[(INV) directed_by]--> Good People --[release_year]--> 2014
Neg LogProb(↓):   0.322126
Path Entropy(↓):  0.657789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by adria garcia
Start Entity:     Adrià García
Gold Answer:      [['Víctor Maldonado']]
Predicted Ans:    Víctor Maldonado
Predicted Path:   Adrià García --[(INV) directed_by]--> Nocturna --[directed_by]--> Víctor Maldonado
Path (Raw):       Adrià García --[No Operation]--> Adrià García --[(INV) directed_by]--> Nocturna --[directed_by]--> Víctor Maldonado
Neg LogProb(↓):   0.026292
Path Entropy(↓):  0.146717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of mr. skeffington
Start Entity:     Mr. Skeffington
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Mr. Skeffington --[release_year]--> 1944 --[(INV) release_year]--> Hotel Reserve --[release_year]--> 1944
Path (Raw):       Mr. Skeffington --[release_year]--> 1944 --[(INV) release_year]--> Hotel Reserve --[release_year]--> 1944
Neg LogProb(↓):   1.472545
Path Entropy(↓):  2.612206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of romeo is bleeding
Start Entity:     Romeo Is Bleeding
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Romeo Is Bleeding --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Romeo Is Bleeding --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.606609
Path Entropy(↓):  4.319226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by jim henshaw in
Start Entity:     Jim Henshaw
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Jim Henshaw --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland --[has_genre]--> Animation
Path (Raw):       Jim Henshaw --[No Operation]--> Jim Henshaw --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland --[has_genre]--> Animation
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor anna galiena starred together with who
Start Entity:     Anna Galiena
Gold Answer:      [['Jean Rochefort']]
Predicted Ans:    Jean Rochefort
Predicted Path:   Anna Galiena --[(INV) starred_actors]--> The Hairdresser's Husband --[starred_actors]--> Jean Rochefort
Path (Raw):       Anna Galiena --[No Operation]--> Anna Galiena --[(INV) starred_actors]--> The Hairdresser's Husband --[starred_actors]--> Jean Rochefort
Neg LogProb(↓):   0.000242
Path Entropy(↓):  0.002254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with as good as it gets fall under
Start Entity:     As Good as It Gets
Gold Answer:      [['Romance', 'Sport', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   As Good as It Gets --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Path (Raw):       As Good as It Gets --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Neg LogProb(↓):   1.307199
Path Entropy(↓):  1.718683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of lolita
Start Entity:     Lolita
Gold Answer:      [['Stanley Kubrick']]
Predicted Ans:    Adrian Lyne
Predicted Path:   Lolita --[directed_by]--> Adrian Lyne --[(INV) directed_by]--> Fatal Attraction --[directed_by]--> Adrian Lyne
Path (Raw):       Lolita --[directed_by]--> Adrian Lyne --[(INV) directed_by]--> Fatal Attraction --[directed_by]--> Adrian Lyne
Neg LogProb(↓):   0.073156
Path Entropy(↓):  0.348417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of joseph strick directed films
Start Entity:     Joseph Strick
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Joseph Strick --[(INV) directed_by]--> Ulysses --[release_year]--> 1967
Path (Raw):       Joseph Strick --[No Operation]--> Joseph Strick --[(INV) directed_by]--> Ulysses --[release_year]--> 1967
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000547
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the hunchback of notre dame
Start Entity:     The Hunchback of Notre Dame
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Hunchback of Notre Dame --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The Hunchback of Notre Dame --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   2.027227
Path Entropy(↓):  3.718593
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of east is east
Start Entity:     East Is East
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   East Is East --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       East Is East --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   3.047876
Path Entropy(↓):  4.571941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of paul henreid
Start Entity:     Paul Henreid
Gold Answer:      [['Walter Slezak', 'Joan Bennett', 'Hugh Jackman', 'Laird Cregar', 'Binnie Barnes', 'Claude Rains', 'Lizabeth Scott', 'Bette Davis', 'Ewan McGregor', 'Ingrid Bergman', 'Thomas Mitchell', 'John Sutton', 'Sydney Greenstreet', 'Michèle Morgan', 'John Garfield', 'Jeff Donnell', 'Michelle Williams', 'Humphrey Bogart', 'André Morell', "Maureen O'Hara", 'Eleanor Parker']]
Predicted Ans:    Hugh Jackman
Predicted Path:   Paul Henreid --[(INV) starred_actors]--> Deception --[starred_actors]--> Hugh Jackman
Path (Raw):       Paul Henreid --[No Operation]--> Paul Henreid --[(INV) starred_actors]--> Deception --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.378501
Path Entropy(↓):  0.973238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the man who knew too little
Start Entity:     The Man Who Knew Too Little
Gold Answer:      [['John Collee', 'Daniel Vigne', 'Jon Amiel', 'Randal Keynes']]
Predicted Ans:    Daniel Vigne
Predicted Path:   The Man Who Knew Too Little --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Sommersby --[written_by]--> Daniel Vigne
Path (Raw):       The Man Who Knew Too Little --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Sommersby --[written_by]--> Daniel Vigne
Neg LogProb(↓):   0.771202
Path Entropy(↓):  1.802682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of wadeck stanczak
Start Entity:     Wadeck Stanczak
Gold Answer:      [['Juliette Binoche', 'Lambert Wilson']]
Predicted Ans:    Juliette Binoche
Predicted Path:   Wadeck Stanczak --[(INV) starred_actors]--> Rendez-vous --[starred_actors]--> Juliette Binoche
Path (Raw):       Wadeck Stanczak --[No Operation]--> Wadeck Stanczak --[(INV) starred_actors]--> Rendez-vous --[starred_actors]--> Juliette Binoche
Neg LogProb(↓):   0.484439
Path Entropy(↓):  0.686451
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by keiko takeshita were in which genres
Start Entity:     Keiko Takeshita
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Keiko Takeshita --[(INV) starred_actors]--> From Up on Poppy Hill --[has_genre]--> Drama
Path (Raw):       Keiko Takeshita --[No Operation]--> Keiko Takeshita --[(INV) starred_actors]--> From Up on Poppy Hill --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film helen
Start Entity:     Helen
Gold Answer:      [['Sandra Nettelbeck']]
Predicted Ans:    Sandra Nettelbeck
Predicted Path:   Helen --[directed_by]--> Sandra Nettelbeck --[(INV) directed_by]--> Mostly Martha --[written_by]--> Sandra Nettelbeck
Path (Raw):       Helen --[directed_by]--> Sandra Nettelbeck --[(INV) directed_by]--> Mostly Martha --[written_by]--> Sandra Nettelbeck
Neg LogProb(↓):   0.222739
Path Entropy(↓):  0.502414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by giuseppe barilla
Start Entity:     Giuseppe Barilla
Gold Answer:      [['Mario Bava']]
Predicted Ans:    Mario Bava
Predicted Path:   Giuseppe Barilla --[(INV) written_by]--> Blood and Black Lace --[directed_by]--> Mario Bava
Path (Raw):       Giuseppe Barilla --[No Operation]--> Giuseppe Barilla --[(INV) written_by]--> Blood and Black Lace --[directed_by]--> Mario Bava
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for chicken run
Start Entity:     Chicken Run
Gold Answer:      [['Peter Lord', 'Nick Park']]
Predicted Ans:    Nick Park
Predicted Path:   Chicken Run --[directed_by]--> Nick Park --[(INV) directed_by]--> Chicken Run --[directed_by]--> Nick Park
Path (Raw):       Chicken Run --[directed_by]--> Nick Park --[(INV) directed_by]--> Chicken Run --[directed_by]--> Nick Park
Neg LogProb(↓):   0.083379
Path Entropy(↓):  0.321655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by jerry o'connell starred who
Start Entity:     Jerry O'Connell
Gold Answer:      [['Marc Blucas', 'Doug Savant', 'Mariel Hemingway', 'Monica Keena', 'Michael Keaton', 'Dallas Page', 'Katie Holmes']]
Predicted Ans:    Mariel Hemingway
Predicted Path:   Jerry O'Connell --[(INV) written_by]--> First Daughter --[starred_actors]--> Mariel Hemingway
Path (Raw):       Jerry O'Connell --[No Operation]--> Jerry O'Connell --[(INV) written_by]--> First Daughter --[starred_actors]--> Mariel Hemingway
Neg LogProb(↓):   0.180629
Path Entropy(↓):  0.494773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of romany malco starred movies
Start Entity:     Romany Malco
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Romany Malco --[(INV) starred_actors]--> Saint John of Las Vegas --[release_year]--> 2009
Path (Raw):       Romany Malco --[No Operation]--> Romany Malco --[(INV) starred_actors]--> Saint John of Las Vegas --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of nora swinburne acted films
Start Entity:     Nora Swinburne
Gold Answer:      [['Jean Renoir', 'Mark Rydell', 'Jarmo Lampela']]
Predicted Ans:    Mark Rydell
Predicted Path:   Nora Swinburne --[(INV) starred_actors]--> The River --[directed_by]--> Mark Rydell
Path (Raw):       Nora Swinburne --[No Operation]--> Nora Swinburne --[(INV) starred_actors]--> The River --[directed_by]--> Mark Rydell
Neg LogProb(↓):   0.362370
Path Entropy(↓):  0.734765
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was dan petronijevic an actor in
Start Entity:     Dan Petronijevic
Gold Answer:      [['Cottage Country']]
Predicted Ans:    Tyler Labine
Predicted Path:   Dan Petronijevic --[(INV) starred_actors]--> Cottage Country --[starred_actors]--> Tyler Labine
Path (Raw):       Dan Petronijevic --[No Operation]--> Dan Petronijevic --[(INV) starred_actors]--> Cottage Country --[starred_actors]--> Tyler Labine
Neg LogProb(↓):   0.149606
Path Entropy(↓):  0.500910
Gold Hop Count:   1
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe film rollerball
Start Entity:     Rollerball
Gold Answer:      [['norman jewison', 'dystopia']]
Predicted Ans:    norman jewison
Predicted Path:   Rollerball --[has_tags]--> norman jewison --[(INV) has_tags]--> Fiddler on the Roof --[has_tags]--> norman jewison
Path (Raw):       Rollerball --[has_tags]--> norman jewison --[(INV) has_tags]--> Fiddler on the Roof --[has_tags]--> norman jewison
Neg LogProb(↓):   0.000340
Path Entropy(↓):  0.003381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by scott hale in
Start Entity:     Scott Hale
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Scott Hale --[(INV) written_by]--> The Shootist --[has_genre]--> Western
Path (Raw):       Scott Hale --[No Operation]--> Scott Hale --[(INV) written_by]--> The Shootist --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie equilibrium
Start Entity:     Equilibrium
Gold Answer:      [['2006']]
Predicted Ans:    2002
Predicted Path:   Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Equilibrium --[release_year]--> 2002
Path (Raw):       Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Equilibrium --[release_year]--> 2002
Neg LogProb(↓):   0.312584
Path Entropy(↓):  0.589530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by scott marshall in
Start Entity:     Scott Marshall
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Scott Marshall --[(INV) directed_by]--> All's Faire in Love --[has_genre]--> Comedy
Path (Raw):       Scott Marshall --[No Operation]--> Scott Marshall --[(INV) directed_by]--> All's Faire in Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.226060
Path Entropy(↓):  0.503616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie looking for mr. goodbar
Start Entity:     Looking for Mr. Goodbar
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Looking for Mr. Goodbar --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Path (Raw):       Looking for Mr. Goodbar --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Neg LogProb(↓):   1.852502
Path Entropy(↓):  3.331699
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer henry burgos
Start Entity:     Henry Burgos
Gold Answer:      [['Nora Aunor', 'Bembol Roco', 'Lovi Poe', 'Mercedes Cabral']]
Predicted Ans:    Bembol Roco
Predicted Path:   Henry Burgos --[(INV) written_by]--> Thy Womb --[starred_actors]--> Bembol Roco
Path (Raw):       Henry Burgos --[No Operation]--> Henry Burgos --[(INV) written_by]--> Thy Womb --[starred_actors]--> Bembol Roco
Neg LogProb(↓):   0.004069
Path Entropy(↓):  0.030095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with bitter victory fall under
Start Entity:     Bitter Victory
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Bitter Victory --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[has_genre]--> War
Path (Raw):       Bitter Victory --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[has_genre]--> War
Neg LogProb(↓):   0.287203
Path Entropy(↓):  0.683111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is goldeneye in
Start Entity:     GoldenEye
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   GoldenEye --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       GoldenEye --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.785311
Path Entropy(↓):  1.831521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by albert lamorisse released
Start Entity:     Albert Lamorisse
Gold Answer:      [['1953', '1956']]
Predicted Ans:    1956
Predicted Path:   Albert Lamorisse --[(INV) directed_by]--> The Red Balloon --[release_year]--> 1956
Path (Raw):       Albert Lamorisse --[No Operation]--> Albert Lamorisse --[(INV) directed_by]--> The Red Balloon --[release_year]--> 1956
Neg LogProb(↓):   0.208863
Path Entropy(↓):  0.484033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by jonathan berman released
Start Entity:     Jonathan Berman
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Jonathan Berman --[(INV) written_by]--> Commune --[release_year]--> 2005
Path (Raw):       Jonathan Berman --[No Operation]--> Jonathan Berman --[(INV) written_by]--> Commune --[release_year]--> 2005
Neg LogProb(↓):   0.005074
Path Entropy(↓):  0.031801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie predator
Start Entity:     Predator
Gold Answer:      [['John McTiernan']]
Predicted Ans:    John McTiernan
Predicted Path:   Predator --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Path (Raw):       Predator --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Neg LogProb(↓):   0.000955
Path Entropy(↓):  0.007864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by koldo serra in
Start Entity:     Koldo Serra
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Koldo Serra --[(INV) written_by]--> The Backwoods --[in_language]--> Spanish
Path (Raw):       Koldo Serra --[No Operation]--> Koldo Serra --[(INV) written_by]--> The Backwoods --[in_language]--> Spanish
Neg LogProb(↓):   0.415979
Path Entropy(↓):  0.641245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie vera drake were in which genres
Start Entity:     Vera Drake
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Vera Drake --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[has_genre]--> Drama
Path (Raw):       Vera Drake --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[has_genre]--> Drama
Neg LogProb(↓):   0.449573
Path Entropy(↓):  0.910403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of paranormal activity was
Start Entity:     Paranormal Activity
Gold Answer:      [['Oren Peli']]
Predicted Ans:    Oren Peli
Predicted Path:   Paranormal Activity --[directed_by]--> Oren Peli --[(INV) directed_by]--> Paranormal Activity --[directed_by]--> Oren Peli
Path (Raw):       Paranormal Activity --[directed_by]--> Oren Peli --[(INV) directed_by]--> Paranormal Activity --[directed_by]--> Oren Peli
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the caiman
Start Entity:     The Caiman
Gold Answer:      [['Silvio Soldini', 'Carlo Verdone', 'Maria Sole Tognazzi']]
Predicted Ans:    Carlo Verdone
Predicted Path:   The Caiman --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[written_by]--> Carlo Verdone
Path (Raw):       The Caiman --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[written_by]--> Carlo Verdone
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000430
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed bianco, rosso e verdone
Start Entity:     Bianco, rosso e Verdone
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bianco, rosso e Verdone --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> Maledetto il giorno che t'ho incontrato --[has_genre]--> Comedy
Path (Raw):       Bianco, rosso e Verdone --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> Maledetto il giorno che t'ho incontrato --[has_genre]--> Comedy
Neg LogProb(↓):   0.494399
Path Entropy(↓):  1.232666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film at play in the fields of the lord
Start Entity:     At Play in the Fields of the Lord
Gold Answer:      [['tom waits']]
Predicted Ans:    tom waits
Predicted Path:   At Play in the Fields of the Lord --[written_by]--> Peter Matthiessen --[(INV) written_by]--> At Play in the Fields of the Lord --[has_tags]--> tom waits
Path (Raw):       At Play in the Fields of the Lord --[written_by]--> Peter Matthiessen --[(INV) written_by]--> At Play in the Fields of the Lord --[has_tags]--> tom waits
Neg LogProb(↓):   0.266097
Path Entropy(↓):  0.543671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of gary weis directed films
Start Entity:     Gary Weis
Gold Answer:      [['Eric Idle']]
Predicted Ans:    Eric Idle
Predicted Path:   Gary Weis --[(INV) directed_by]--> All You Need Is Cash --[written_by]--> Eric Idle
Path (Raw):       Gary Weis --[No Operation]--> Gary Weis --[(INV) directed_by]--> All You Need Is Cash --[written_by]--> Eric Idle
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of c. o. g.
Start Entity:     C.O.G.
Gold Answer:      [['David Sedaris', 'Kyle Patrick Alvarez']]
Predicted Ans:    Davy Rothbart
Predicted Path:   C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[written_by]--> Davy Rothbart
Path (Raw):       C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[written_by]--> Davy Rothbart
Neg LogProb(↓):   0.226673
Path Entropy(↓):  0.523456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by justin timpane
Start Entity:     Justin Timpane
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Justin Timpane --[(INV) written_by]--> Ninjas vs. Zombies --[release_year]--> 2008
Path (Raw):       Justin Timpane --[No Operation]--> Justin Timpane --[(INV) written_by]--> Ninjas vs. Zombies --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of almost famous
Start Entity:     Almost Famous
Gold Answer:      [['Judge Reinhold', 'Cameron Diaz', 'Tom Cruise', 'Jennifer Jason Leigh', 'Kirsten Dunst', 'John Cusack', 'Sean Penn', 'Alec Baldwin', 'Penélope Cruz', 'Kurt Russell', 'Orlando Bloom', 'Renée Zellweger', 'Campbell Scott', 'Matt Damon', 'Susan Sarandon', 'Bridget Fonda', 'Cameron Crowe', 'Robert Romanus', 'Ione Skye', 'Kyra Sedgwick']]
Predicted Ans:    Matt Damon
Predicted Path:   Almost Famous --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[starred_actors]--> Matt Damon
Path (Raw):       Almost Famous --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.002582
Path Entropy(↓):  0.021805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is the spy next door
Start Entity:     The Spy Next Door
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Spy Next Door --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Spy Next Door --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.220967
Path Entropy(↓):  4.553392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the grand seduction
Start Entity:     The Grand Seduction
Gold Answer:      [['Cobie Smulders', 'Patrick Huard', 'Julie LeBreton', 'Vince Vaughn', 'Raymond Bouchard', 'Chris Pratt', 'Antoine Bertrand']]
Predicted Ans:    Raymond Bouchard
Predicted Path:   The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[starred_actors]--> Raymond Bouchard
Path (Raw):       The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[starred_actors]--> Raymond Bouchard
Neg LogProb(↓):   0.043473
Path Entropy(↓):  0.188580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by dale wasserman
Start Entity:     Dale Wasserman
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Musical
Predicted Path:   Dale Wasserman --[(INV) written_by]--> Man of La Mancha --[has_genre]--> Musical
Path (Raw):       Dale Wasserman --[No Operation]--> Dale Wasserman --[(INV) written_by]--> Man of La Mancha --[has_genre]--> Musical
Neg LogProb(↓):   0.496933
Path Entropy(↓):  0.669461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film the gypsy moths
Start Entity:     The Gypsy Moths
Gold Answer:      [['James Drought']]
Predicted Ans:    James Drought
Predicted Path:   The Gypsy Moths --[written_by]--> James Drought --[(INV) written_by]--> The Gypsy Moths --[written_by]--> James Drought
Path (Raw):       The Gypsy Moths --[written_by]--> James Drought --[(INV) written_by]--> The Gypsy Moths --[written_by]--> James Drought
Neg LogProb(↓):   0.000130
Path Entropy(↓):  0.001294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of back street
Start Entity:     Back Street
Gold Answer:      [['David Tomlinson', 'June Allyson', 'Tommy Kirk', 'Julie Andrews', 'Glynis Johns', 'Jane Russell', 'Fred MacMurray', 'Angela Lansbury', 'Eddie Albert', 'Nancy Olson', 'Rossano Brazzi', 'Deborah Kerr', 'Paul Robeson', 'Mia Wasikowska', 'Anna Lee', 'Gregory Peck', 'Gena Rowlands', 'Alison Doody', 'Fess Parker', 'Jeff York', 'Joan Collins', 'Robert Mitchum', 'Herbert Lom', 'Karen Dotrice', 'Ann Sheridan', 'Doris Day', 'Matthew Garber', 'Joseph Cotten', 'Tim Conway', 'Roland Young', 'Laraine Day', 'Victor Mature', 'Brian Donlevy', 'Dorothy McGuire', 'Peter Ustinov', 'Rex Harrison', 'Suzanne Pleshette', 'Angie Dickinson', 'Stewart Granger', 'Cedric Hardwicke', 'Richard Carlson', 'Alida Valli', 'Susannah York', 'Joan Crawford', 'Jack Palance', 'John Agar', 'Janet Munro', 'Albert Sharpe', 'Dolores Gray', 'Robert Ryan', "Jimmy O'Dea", 'Walter Brennan', 'Robert Taylor', 'Tony Curtis', 'Sharon Stone', 'Walter Matthau', 'Kirk Douglas', 'Chico Marx', 'Ilona Massey', 'Harpo Marx', 'Sean Connery', 'George C. Scott', 'Ava Gardner', 'Joan Fontaine', 'Richard Chamberlain', 'Maurice Chevalier', 'Orson Welles', 'Keenan Wynn', 'Dick Van Dyke', 'Patrick Swayze', 'Dean Jones', 'Hayley Mills', 'Heather Sears']]
Predicted Ans:    Sharon Stone
Predicted Path:   Back Street --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Path (Raw):       Back Street --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.975599
Path Entropy(↓):  2.442678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film answers to nothing are written by who
Start Entity:     Answers to Nothing
Gold Answer:      [['Paul Brodeur', 'Frank De Felitta', 'Andrew Bovell', 'Peter Dexter', 'Angelo Pizzo', 'Iris Rainer', 'Woody Allen', 'Kaylie Jones', 'Barry Levinson', 'Michael Cristofer', 'Jay McInerney', 'Eric Idle', 'Marjorie David', 'Naomi Foner', 'Mary McGarry Morris', 'Richard Rush', 'Darren Stein', 'Lawrence B. Marcus', 'James Ivory', 'Mary Agnes Donoghue', 'Tab Murphy', 'Evan Hunter', 'Henry James', 'Ruth Prawer Jhabvala']]
Predicted Ans:    Woody Allen
Predicted Path:   Answers to Nothing --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters --[written_by]--> Woody Allen
Path (Raw):       Answers to Nothing --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters --[written_by]--> Woody Allen
Neg LogProb(↓):   0.530079
Path Entropy(↓):  0.843699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of desire under the elms
Start Entity:     Desire Under the Elms
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'George F. Marion', 'Mickey Rooney', 'George Hamilton', 'Ronald Colman', 'Frank H. Wilson', 'Fredi Washington', 'Cary Grant', 'Marlon Brando', 'Paul Robeson', 'Anna Lee', 'Lauri Peters', 'Cliff Richard', 'Una Stubbs', 'Gloria DeHaven', 'Wallace Beery', 'Melvyn Hayes', 'Raymond Massey', 'Cyd Charisse', 'Michael Redgrave', 'Fredric March', 'Montgomery Clift', 'Dean Martin', 'Lionel Barrymore', 'Cedric Hardwicke', 'Lillian Gish', 'Walter Huston', 'Dudley Digges', 'John Wayne', 'Thomas Mitchell', 'Edward G. Robinson', 'Eric Linden', 'Robert Ryan', 'Katina Paxinou', 'Barry Fitzgerald', 'Ian Hunter', 'Rosalind Russell', 'John Garfield', 'Kirk Douglas', 'Frank Morgan', 'Paul Muni', 'Edgar Buchanan', 'Ida Lupino', 'Jean Arthur', 'Charles Bickford']]
Predicted Ans:    Robert Ryan
Predicted Path:   Desire Under the Elms --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       Desire Under the Elms --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.007359
Path Entropy(↓):  0.056982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie highly dangerous
Start Entity:     Highly Dangerous
Gold Answer:      [['Brian Desmond Hurst', 'Carol Reed', 'William A. Seiter', 'Anthony Page', 'Leslie Arliss', 'Frank Borzage', 'Walter Lang', 'Bernard Knowles', 'Curtis Bernhardt', 'Vincent Sherman', 'Monty Banks', 'Alfred Hitchcock']]
Predicted Ans:    Carol Reed
Predicted Path:   Highly Dangerous --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich --[directed_by]--> Carol Reed
Path (Raw):       Highly Dangerous --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich --[directed_by]--> Carol Reed
Neg LogProb(↓):   0.387320
Path Entropy(↓):  0.703879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by cindy sherman released
Start Entity:     Cindy Sherman
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Cindy Sherman --[(INV) directed_by]--> Office Killer --[release_year]--> 1997
Path (Raw):       Cindy Sherman --[No Operation]--> Cindy Sherman --[(INV) directed_by]--> Office Killer --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director jim wynorski
Start Entity:     Jim Wynorski
Gold Answer:      [['Sarah Douglas', 'Dick Durock', 'Louis Jourdan', 'Gail Harris', 'Brian Krause', 'C. Thomas Howell', 'Rachel Hunter', 'Terri Ivens', 'Rib Hillis', 'Traci Lords', 'Monique Gabrielle', 'John Terlesky', 'Kelli Maroney', 'Michael Madsen', "Tony O'Dell", 'Heather Locklear', 'Dolph Lundgren', 'Charity Rahmer', 'Erin Byron', 'Tamie Sheffield', 'Arthur Roberts', 'Lenny Juliano', 'Ace Mask']]
Predicted Ans:    Louis Jourdan
Predicted Path:   Jim Wynorski --[(INV) directed_by]--> The Return of Swamp Thing --[starred_actors]--> Louis Jourdan
Path (Raw):       Jim Wynorski --[No Operation]--> Jim Wynorski --[(INV) directed_by]--> The Return of Swamp Thing --[starred_actors]--> Louis Jourdan
Neg LogProb(↓):   0.660246
Path Entropy(↓):  1.368316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by dwaine stevenson
Start Entity:     Dwaine Stevenson
Gold Answer:      [['Shane Abbess']]
Predicted Ans:    Shane Abbess
Predicted Path:   Dwaine Stevenson --[(INV) starred_actors]--> Gabriel --[directed_by]--> Shane Abbess
Path (Raw):       Dwaine Stevenson --[No Operation]--> Dwaine Stevenson --[(INV) starred_actors]--> Gabriel --[directed_by]--> Shane Abbess
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with chopper
Start Entity:     Chopper
Gold Answer:      [['Killing Them Softly', 'The Assassination of Jesse James by the Coward Robert Ford']]
Predicted Ans:    Killing Them Softly
Predicted Path:   Chopper --[written_by]--> Andrew Dominik --[(INV) written_by]--> Killing Them Softly
Path (Raw):       Chopper --[written_by]--> Andrew Dominik --[(INV) written_by]--> Killing Them Softly --[No Operation]--> Killing Them Softly
Neg LogProb(↓):   0.000846
Path Entropy(↓):  0.007463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote torment
Start Entity:     Torment
Gold Answer:      [['1980', '1946', '1954', '2003', '1992', '2006', '1984', '1977', '1968', '1963', '1957', '1951', '2010', '1982', '1932', '1976', '1948', '1990', '1996', '1961', '1955', '2011', '1978', '1964', '1949', '1975', '2000', '1966', '1950', '1960', '1969', '1958']]
Predicted Ans:    1955
Predicted Path:   Torment --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Smiles of a Summer Night --[release_year]--> 1955
Path (Raw):       Torment --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Smiles of a Summer Night --[release_year]--> 1955
Neg LogProb(↓):   1.048967
Path Entropy(↓):  2.297052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of full body massage is also the director of which films
Start Entity:     Full Body Massage
Gold Answer:      [['Walkabout', 'The Witches', 'Performance', 'Insignificance', 'Castaway', 'Two Deaths', 'Eureka', "Don't Look Now", 'Track 29', 'Bad Timing', 'Samson and Delilah', 'The Man Who Fell to Earth']]
Predicted Ans:    Don't Look Now
Predicted Path:   Full Body Massage --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Don't Look Now
Path (Raw):       Full Body Massage --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Don't Look Now --[No Operation]--> Don't Look Now
Neg LogProb(↓):   0.974388
Path Entropy(↓):  1.744882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of arch of triumph
Start Entity:     Arch of Triumph
Gold Answer:      [['Rain', 'All Quiet on the Western Front', 'The Racket', 'Edge of Darkness', 'The Front Page', 'The General Died at Dawn', 'A Walk in the Sun', 'Halls of Montezuma', 'Mutiny on the Bounty', 'The Strange Love of Martha Ivers', 'Of Mice and Men', 'Two Arabian Knights', 'The North Star', 'Pork Chop Hill', "Ocean's 11"]]
Predicted Ans:    The Front Page
Predicted Path:   Arch of Triumph --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The Front Page
Path (Raw):       Arch of Triumph --[No Operation]--> Arch of Triumph --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The Front Page
Neg LogProb(↓):   0.362357
Path Entropy(↓):  1.110811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by alycia delmore release
Start Entity:     Alycia Delmore
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Alycia Delmore --[(INV) starred_actors]--> Humpday --[release_year]--> 2009
Path (Raw):       Alycia Delmore --[No Operation]--> Alycia Delmore --[(INV) starred_actors]--> Humpday --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in escape me never
Start Entity:     Escape Me Never
Gold Answer:      [['Seton I. Miller', 'Rowland Leigh', 'Alfred Lord Tennyson', 'Michael Jacoby', 'Albert Maltz', 'John Van Druten', 'Romain Gary', 'Horace McCoy', 'Robert Wyler', 'Sidney Kingsley', 'Jon Hoeber', 'Erich Hoeber', 'Arnold Schulman', 'Richard Schayer', 'Willard Robertson', 'Garland Roark', 'Philip Yordan', 'Bernard C. Schoenfeld', 'Alan Le May', 'Collier Young', 'W.R. Burnett', 'Ida Lupino', 'Carl Stephenson', 'Helen Deutsch', 'Lou Schor', 'Roger Butterfield', 'Clifford Odets', 'Gerald Butler', 'Sonya Levien', 'Mark Twain', 'Robert Rossen', 'William Woods', 'Lester Cole', 'Wally Kline', 'Robert E. Thompson', 'Melvin Frank', 'Robert Buckner', 'Ronald Millar', 'Howard Hawks', 'Ernest Hemingway', 'Jack London', 'Edward Percy', 'Reginald Denham', 'Peter Viertel', 'John Monk Saunders', 'Harlan Ellison', 'George Froeschel', 'William Ludwig', 'Marjorie Lawrence', 'Maxwell Anderson', 'Norman Reilly Raine', 'Richard Alan Simmons', 'Margaret Fitts', 'Leon Gordon', 'John Galsworthy', "Liam O'Brien", 'James J. Corbett', 'Virginia Kellogg', 'William Humphrey', 'Maritta M. Wolff', "John O'Hara", 'John Huston', 'Casey Robinson', 'Rafael Sabatini', 'Wilkie Collins', 'Irwin Shaw', 'Barry Storm', 'George Oppenheimer', 'Herbert Dalmas', 'Nicholas Ray', 'Russell Rouse', 'Clarence Greene', 'Harry Kurnitz', 'Æneas MacKenzie', 'Vincent B. Evans', 'Marjorie Carleton', 'Richard Sale', 'Howard Koch', 'Lewis Meltzer', 'Walter Newman', 'Nelson Algren', 'James Poe']]
Predicted Ans:    Howard Hawks
Predicted Path:   Escape Me Never --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> Howard Hawks
Path (Raw):       Escape Me Never --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> Howard Hawks
Neg LogProb(↓):   1.528329
Path Entropy(↓):  2.904898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by southern comfort actors
Start Entity:     Southern Comfort
Gold Answer:      [['Sport', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Southern Comfort --[starred_actors]--> Powers Boothe --[(INV) starred_actors]--> Blue Sky --[has_genre]--> Drama
Path (Raw):       Southern Comfort --[starred_actors]--> Powers Boothe --[(INV) starred_actors]--> Blue Sky --[has_genre]--> Drama
Neg LogProb(↓):   0.731498
Path Entropy(↓):  1.317362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by damon dash were released in which years
Start Entity:     Damon Dash
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Damon Dash --[(INV) written_by]--> State Property 2 --[release_year]--> 2005
Path (Raw):       Damon Dash --[No Operation]--> Damon Dash --[(INV) written_by]--> State Property 2 --[release_year]--> 2005
Neg LogProb(↓):   0.000058
Path Entropy(↓):  0.000645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed can't hardly wait
Start Entity:     Can't Hardly Wait
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Can't Hardly Wait --[directed_by]--> Harry Elfont --[(INV) directed_by]--> Josie and the Pussycats --[has_genre]--> Comedy
Path (Raw):       Can't Hardly Wait --[directed_by]--> Harry Elfont --[(INV) directed_by]--> Josie and the Pussycats --[has_genre]--> Comedy
Neg LogProb(↓):   0.248839
Path Entropy(↓):  0.726407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film no retreat, no surrender were released in which years
Start Entity:     No Retreat, No Surrender
Gold Answer:      [['1988', '1990', '1994', '2002', '1987']]
Predicted Ans:    2002
Predicted Path:   No Retreat, No Surrender --[directed_by]--> Corey Yuen --[(INV) directed_by]--> The Transporter --[release_year]--> 2002
Path (Raw):       No Retreat, No Surrender --[directed_by]--> Corey Yuen --[(INV) directed_by]--> The Transporter --[release_year]--> 2002
Neg LogProb(↓):   0.059501
Path Entropy(↓):  0.286965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote delivery man
Start Entity:     Delivery Man
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Delivery Man --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[in_language]--> French
Path (Raw):       Delivery Man --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[in_language]--> French
Neg LogProb(↓):   0.000838
Path Entropy(↓):  0.007063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about waitress
Start Entity:     waitress
Gold Answer:      [['Waitress']]
Predicted Ans:    Trust
Predicted Path:   waitress --[(INV) has_tags]--> Waitress --[has_tags]--> adrienne shelly --[(INV) has_tags]--> Trust
Path (Raw):       waitress --[(INV) has_tags]--> Waitress --[has_tags]--> adrienne shelly --[(INV) has_tags]--> Trust
Neg LogProb(↓):   0.068252
Path Entropy(↓):  0.243102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share screenwriters with the movie the catered affair were in which languages
Start Entity:     The Catered Affair
Gold Answer:      [['Italian']]
Predicted Ans:    Swedish
Predicted Path:   The Catered Affair --[directed_by]--> Richard Brooks --[(INV) written_by]--> Crisis --[in_language]--> Swedish
Path (Raw):       The Catered Affair --[directed_by]--> Richard Brooks --[(INV) written_by]--> Crisis --[in_language]--> Swedish
Neg LogProb(↓):   0.598340
Path Entropy(↓):  1.198687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of oblivion
Start Entity:     Oblivion
Gold Answer:      [['Joseph Kosinski']]
Predicted Ans:    Joseph Kosinski
Predicted Path:   Oblivion --[directed_by]--> Joseph Kosinski --[(INV) directed_by]--> Oblivion --[directed_by]--> Joseph Kosinski
Path (Raw):       Oblivion --[directed_by]--> Joseph Kosinski --[(INV) directed_by]--> Oblivion --[directed_by]--> Joseph Kosinski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of back to the future part iii
Start Entity:     Back to the Future Part III
Gold Answer:      [['Death Becomes Her', 'Back to the Future', 'I Wanna Hold Your Hand', 'Forrest Gump', 'Back to the Future Part II', 'What Lies Beneath', 'Flight', 'Romancing the Stone', 'A Christmas Carol', 'Contact', 'Used Cars', 'The Polar Express', 'Cast Away', 'Who Framed Roger Rabbit', 'Beowulf']]
Predicted Ans:    Beowulf
Predicted Path:   Back to the Future Part III --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf
Path (Raw):       Back to the Future Part III --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[No Operation]--> Beowulf
Neg LogProb(↓):   0.993292
Path Entropy(↓):  1.768478
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote lonelyhearts
Start Entity:     Lonelyhearts
Gold Answer:      [['Richard Quine', 'John Schlesinger']]
Predicted Ans:    John Schlesinger
Predicted Path:   Lonelyhearts --[written_by]--> Nathanael West --[(INV) written_by]--> The Day of the Locust --[directed_by]--> John Schlesinger
Path (Raw):       Lonelyhearts --[written_by]--> Nathanael West --[(INV) written_by]--> The Day of the Locust --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.082762
Path Entropy(↓):  0.312889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the park is mine
Start Entity:     The Park Is Mine
Gold Answer:      [['Steven Hilliard Stern']]
Predicted Ans:    Steven Hilliard Stern
Predicted Path:   The Park Is Mine --[directed_by]--> Steven Hilliard Stern --[(INV) directed_by]--> Running --[written_by]--> Steven Hilliard Stern
Path (Raw):       The Park Is Mine --[directed_by]--> Steven Hilliard Stern --[(INV) directed_by]--> Running --[written_by]--> Steven Hilliard Stern
Neg LogProb(↓):   0.001168
Path Entropy(↓):  0.009201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of limitless is also the director of which films
Start Entity:     Limitless
Gold Answer:      [['The Lucky Ones', 'Divergent', 'The Illusionist']]
Predicted Ans:    The Illusionist
Predicted Path:   Limitless --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist
Path (Raw):       Limitless --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[No Operation]--> The Illusionist
Neg LogProb(↓):   0.284533
Path Entropy(↓):  0.656715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of the sailor who fell from grace with the sea
Start Entity:     The Sailor Who Fell from Grace with the Sea
Gold Answer:      [['Lewis John Carlino']]
Predicted Ans:    Lewis John Carlino
Predicted Path:   The Sailor Who Fell from Grace with the Sea --[directed_by]--> Lewis John Carlino --[(INV) directed_by]--> Class --[directed_by]--> Lewis John Carlino
Path (Raw):       The Sailor Who Fell from Grace with the Sea --[directed_by]--> Lewis John Carlino --[(INV) directed_by]--> Class --[directed_by]--> Lewis John Carlino
Neg LogProb(↓):   0.165288
Path Entropy(↓):  0.539175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film behind the candelabra starred which actors
Start Entity:     Behind the Candelabra
Gold Answer:      [['Matt Damon']]
Predicted Ans:    Matt Damon
Predicted Path:   Behind the Candelabra --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Path (Raw):       Behind the Candelabra --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.036645
Path Entropy(↓):  0.206795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of music and lyrics
Start Entity:     Music and Lyrics
Gold Answer:      [['The Rewrite', 'Two Weeks Notice', 'Did You Hear About the Morgans?']]
Predicted Ans:    The Rewrite
Predicted Path:   Music and Lyrics --[directed_by]--> Marc Lawrence --[(INV) directed_by]--> The Rewrite
Path (Raw):       Music and Lyrics --[No Operation]--> Music and Lyrics --[directed_by]--> Marc Lawrence --[(INV) directed_by]--> The Rewrite
Neg LogProb(↓):   0.850705
Path Entropy(↓):  1.117357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie orange county
Start Entity:     Orange County
Gold Answer:      [['Howard Franklin', 'Mark Obmascik', 'Jared Hess', 'Jerusha Hess', 'Merian C. Cooper', 'Ruth Rose', 'Richard Linklater', 'Albert Dupontel', 'Edgar Wallace', 'James Ashmore Creelman', 'Justin Theroux', 'Etan Cohen', 'Michel Gondry', 'Nancy Meyers', 'Zeki Demirkubuz', 'Mike White', 'Skip Hollandsworth', 'Liam Lynch', 'Kyle Gass', 'Harold Ramis', 'Ben Stiller', 'Lorenzo Semple Jr.', 'Sean McGinly', 'Peter Jackson', 'Jack Black', 'Jonathan Swift']]
Predicted Ans:    Richard Linklater
Predicted Path:   Orange County --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[written_by]--> Richard Linklater
Path (Raw):       Orange County --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[written_by]--> Richard Linklater
Neg LogProb(↓):   1.566461
Path Entropy(↓):  1.282391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of kaboom
Start Entity:     Kaboom
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kaboom --[directed_by]--> Gregg Araki --[(INV) directed_by]--> The Doom Generation --[has_genre]--> Comedy
Path (Raw):       Kaboom --[directed_by]--> Gregg Araki --[(INV) directed_by]--> The Doom Generation --[has_genre]--> Comedy
Neg LogProb(↓):   0.340525
Path Entropy(↓):  0.998923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in metallica through the never also appears in which films
Start Entity:     Metallica Through the Never
Gold Answer:      [['The Amazing Spider-Man 2', 'Life After Beth', 'Chronicle']]
Predicted Ans:    Life After Beth
Predicted Path:   Metallica Through the Never --[starred_actors]--> Dane DeHaan --[(INV) starred_actors]--> Life After Beth
Path (Raw):       Metallica Through the Never --[starred_actors]--> Dane DeHaan --[No Operation]--> Dane DeHaan --[(INV) starred_actors]--> Life After Beth
Neg LogProb(↓):   0.005388
Path Entropy(↓):  0.037299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film radio days
Start Entity:     Radio Days
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Radio Days --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Radio Days --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   3.059496
Path Entropy(↓):  4.705499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by francis picabia
Start Entity:     Francis Picabia
Gold Answer:      [['1924']]
Predicted Ans:    1924
Predicted Path:   Francis Picabia --[(INV) starred_actors]--> Entr'acte --[release_year]--> 1924
Path (Raw):       Francis Picabia --[No Operation]--> Francis Picabia --[(INV) starred_actors]--> Entr'acte --[release_year]--> 1924
Neg LogProb(↓):   0.015225
Path Entropy(↓):  0.078349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie a force of one
Start Entity:     A Force of One
Gold Answer:      [['Max Ehrlich', 'Luigi Zampa', "Dan O'Bannon", 'Aleksandr Gordon', 'Ernest Hemingway', 'Menahem Golan', 'Robert Gosnell', 'Norman Aladjem', 'Jeffrey M. Rosenbaum', 'Andrei Tarkovsky', 'Michael Blodgett', 'Paul Aaron', 'Robert Geoffrion', 'Don Carmody', 'Chuck Norris', 'Leigh Chapman', 'David Cronenberg', 'Anthony Veiller', 'Herman Raucher', 'Tim Grayem', 'Aaron Norris']]
Predicted Ans:    Aaron Norris
Predicted Path:   A Force of One --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> Forest Warrior --[directed_by]--> Aaron Norris
Path (Raw):       A Force of One --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> Forest Warrior --[directed_by]--> Aaron Norris
Neg LogProb(↓):   0.797792
Path Entropy(↓):  1.771679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the night of the iguana
Start Entity:     The Night of the Iguana
Gold Answer:      [['Bitter Victory', 'I See a Dark Stranger', 'My Cousin Rachel', 'The Sun Also Rises', 'My Forbidden Past', 'The Snows of Kilimanjaro', 'The Bribe', 'Raid on Rommel', 'The Great Sinner', 'The Rains of Ranchipur', 'Becket', 'Nineteen Eighty-Four', 'The Killers', 'Mayerling', 'An Affair to Remember', 'Look Back in Anger', 'The Naked Edge', 'The Sandpiper', 'Black Narcissus', "King Solomon's Mines", 'Earthquake', 'The Prisoner of Zenda', 'Eye of the Devil', 'The Spy Who Came in from the Cold', 'Where Eagles Dare', 'Heaven Knows, Mr. Allison', 'From Here to Eternity', 'The Barefoot Contessa', 'Knights of the Round Table', 'The Hucksters', 'Mogambo', '55 Days at Peking', 'East Side, West Side', 'Bonjour Tristesse', 'Separate Tables', 'The Chalk Garden', 'Cleopatra', 'Bhowani Junction', 'Seven Days in May', 'On the Beach', 'Tea and Sympathy', 'Boom!', 'Bluebeard', 'Dream Wife', 'Quo Vadis', 'Equus', 'The Desert Rats', 'The Gypsy Moths', 'The End of the Affair', 'The Wild Geese', 'Edward, My Son', 'The Kidnapping of the President', 'Show Boat', "Who's Afraid of Virginia Woolf?", 'Alexander the Great', 'The V.I.P.s', 'The Sundowners', 'Pandora and the Flying Dutchman', 'The Innocents', 'The Taming of the Shrew', 'The Journey', 'Anne of the Thousand Days', 'The Arrangement', 'The Robe', 'The Grass Is Greener']]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   The Night of the Iguana --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Path (Raw):       The Night of the Iguana --[starred_actors]--> Richard Burton --[No Operation]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   0.737247
Path Entropy(↓):  1.643147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in kambakkht ishq
Start Entity:     Kambakkht Ishq
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Kambakkht Ishq --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Kambakkht Ishq --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.708271
Path Entropy(↓):  1.598207
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor k. krishna is a co - star of who
Start Entity:     K. Krishna
Gold Answer:      [['Sonu Sisupal', 'Ayesha Dharker']]
Predicted Ans:    K. Krishna
Predicted Path:   K. Krishna --[(INV) starred_actors]--> The Terrorist --[starred_actors]--> K. Krishna
Path (Raw):       K. Krishna --[No Operation]--> K. Krishna --[(INV) starred_actors]--> The Terrorist --[starred_actors]--> K. Krishna
Neg LogProb(↓):   0.058841
Path Entropy(↓):  0.224263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the writer of it's complicated
Start Entity:     It's Complicated
Gold Answer:      [['Diane Keaton', 'Cameron Diaz', 'Frances McDormand', 'Keanu Reeves', 'Jack Nicholson', 'Julia Roberts', 'Nick Nolte', 'Natasha Richardson', 'Kate Winslet', 'Dennis Quaid', 'Jack Black', "Maureen O'Hara", 'Hayley Mills', 'Brian Keith', 'Lindsay Lohan', 'Jude Law', 'Franchot Tone']]
Predicted Ans:    Steve Martin
Predicted Path:   It's Complicated --[written_by]--> Nancy Meyers --[(INV) written_by]--> It's Complicated --[starred_actors]--> Steve Martin
Path (Raw):       It's Complicated --[written_by]--> Nancy Meyers --[(INV) written_by]--> It's Complicated --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.379180
Path Entropy(↓):  1.038814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by ziad doueiri were in which languages
Start Entity:     Ziad Doueiri
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Ziad Doueiri --[(INV) directed_by]--> Lila Says --[in_language]--> French
Path (Raw):       Ziad Doueiri --[No Operation]--> Ziad Doueiri --[(INV) directed_by]--> Lila Says --[in_language]--> French
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of southland tales
Start Entity:     Southland Tales
Gold Answer:      [['James Marsden', 'Maggie Gyllenhaal', 'Cameron Diaz', 'Mickey Rourke', 'Frank Langella', 'Keira Knightley', 'A.J. Buckley', 'Giancarlo Esposito', 'Gabrielle Union', 'Jake Gyllenhaal', 'Delroy Lindo']]
Predicted Ans:    Jake Gyllenhaal
Predicted Path:   Southland Tales --[written_by]--> Richard Kelly --[(INV) written_by]--> Donnie Darko --[starred_actors]--> Jake Gyllenhaal
Path (Raw):       Southland Tales --[written_by]--> Richard Kelly --[(INV) written_by]--> Donnie Darko --[starred_actors]--> Jake Gyllenhaal
Neg LogProb(↓):   0.670368
Path Entropy(↓):  0.716962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by ken kwapis fall under
Start Entity:     Ken Kwapis
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ken Kwapis --[(INV) directed_by]--> Vibes --[has_genre]--> Comedy
Path (Raw):       Ken Kwapis --[No Operation]--> Ken Kwapis --[(INV) directed_by]--> Vibes --[has_genre]--> Comedy
Neg LogProb(↓):   0.194662
Path Entropy(↓):  0.608248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by dona speir fall under
Start Entity:     Dona Speir
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Dona Speir --[(INV) starred_actors]--> Hard Ticket to Hawaii --[has_genre]--> Action
Path (Raw):       Dona Speir --[No Operation]--> Dona Speir --[(INV) starred_actors]--> Hard Ticket to Hawaii --[has_genre]--> Action
Neg LogProb(↓):   0.461196
Path Entropy(↓):  0.658676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie treasure island
Start Entity:     Treasure Island
Gold Answer:      [['1995', '1966', '1971', '1951', '1982', '1996', '1920', '2002', '1945', '1941', '1931']]
Predicted Ans:    1982
Predicted Path:   Treasure Island --[written_by]--> Fraser Clarke Heston --[(INV) written_by]--> Mother Lode --[release_year]--> 1982
Path (Raw):       Treasure Island --[written_by]--> Fraser Clarke Heston --[(INV) written_by]--> Mother Lode --[release_year]--> 1982
Neg LogProb(↓):   1.666581
Path Entropy(↓):  2.053220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the town that dreaded sundown actors
Start Entity:     The Town That Dreaded Sundown
Gold Answer:      [['Peter Bogdanovich', 'Roger Donaldson', 'Max Nosseck', 'Robert Aldrich', 'Charles B. Pierce', 'Ernest B. Schoedsack', 'Richard Brooks', 'Marlon Brando', 'John Ford', 'Sam Peckinpah', 'John Milius', 'Roger Spottiswoode', 'Steven Spielberg', 'Ron Underwood', 'Andrew V. McLaglen', 'Burt Kennedy']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Town That Dreaded Sundown --[starred_actors]--> Ben Johnson --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Path (Raw):       The Town That Dreaded Sundown --[starred_actors]--> Ben Johnson --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.530433
Path Entropy(↓):  1.498179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by francis megahy released
Start Entity:     Francis Megahy
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Francis Megahy --[(INV) directed_by]--> Taffin --[release_year]--> 1988
Path (Raw):       Francis Megahy --[No Operation]--> Francis Megahy --[(INV) directed_by]--> Taffin --[release_year]--> 1988
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the trail of the lonesome pine is also the director of which movies
Start Entity:     The Trail of the Lonesome Pine
Gold Answer:      [['Raid on Rommel', 'The Sons of Katie Elder', 'The Real Glory', 'Johnny Apollo', 'Seven Thieves', 'Peter Ibbetson', 'Legend of the Lost', 'Call Northside 777', 'Niagara', 'Kiss of Death', 'Fourteen Hours', 'The Dark Corner', 'Now and Forever', 'Nevada Smith', 'Sundown', 'The House on 92nd Street', 'How the West Was Won', 'True Grit', 'North to Alaska', 'The Shepherd of the Hills', 'Down to the Sea in Ships', 'The Lives of a Bengal Lancer', '5 Card Stud', 'Wing and a Prayer', '23 Paces to Baker Street', 'Nob Hill']]
Predicted Ans:    5 Card Stud
Predicted Path:   The Trail of the Lonesome Pine --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud
Path (Raw):       The Trail of the Lonesome Pine --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[No Operation]--> 5 Card Stud
Neg LogProb(↓):   0.774037
Path Entropy(↓):  1.791824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by alek keshishian starred who
Start Entity:     Alek Keshishian
Gold Answer:      [['Brendan Fraser', 'Joe Pesci']]
Predicted Ans:    Joe Pesci
Predicted Path:   Alek Keshishian --[(INV) directed_by]--> With Honors --[starred_actors]--> Joe Pesci
Path (Raw):       Alek Keshishian --[No Operation]--> Alek Keshishian --[(INV) directed_by]--> With Honors --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.018164
Path Entropy(↓):  0.090169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the best of me
Start Entity:     The Best of Me
Gold Answer:      [['James Marsden', 'Michelle Monaghan']]
Predicted Ans:    James Marsden
Predicted Path:   The Best of Me --[starred_actors]--> James Marsden --[(INV) starred_actors]--> Superman Returns --[starred_actors]--> James Marsden
Path (Raw):       The Best of Me --[starred_actors]--> James Marsden --[(INV) starred_actors]--> Superman Returns --[starred_actors]--> James Marsden
Neg LogProb(↓):   0.709231
Path Entropy(↓):  1.379686
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by eric schweig
Start Entity:     Eric Schweig
Gold Answer:      [['James Fenimore Cooper', 'Adrian C. Louis', 'Robert Dillon', 'Michael Mann']]
Predicted Ans:    James Fenimore Cooper
Predicted Path:   Eric Schweig --[(INV) starred_actors]--> The Last of the Mohicans --[written_by]--> James Fenimore Cooper
Path (Raw):       Eric Schweig --[No Operation]--> Eric Schweig --[(INV) starred_actors]--> The Last of the Mohicans --[written_by]--> James Fenimore Cooper
Neg LogProb(↓):   1.101352
Path Entropy(↓):  1.117003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by richard lowenstein
Start Entity:     Richard Lowenstein
Gold Answer:      [['Noah Taylor', 'Michael Hutchence', 'Emily Hamilton']]
Predicted Ans:    Michael Hutchence
Predicted Path:   Richard Lowenstein --[(INV) written_by]--> Dogs in Space --[starred_actors]--> Michael Hutchence
Path (Raw):       Richard Lowenstein --[No Operation]--> Richard Lowenstein --[(INV) written_by]--> Dogs in Space --[starred_actors]--> Michael Hutchence
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is evidence
Start Entity:     Evidence
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Evidence --[has_genre]--> Thriller --[(INV) has_genre]--> Jack Reacher --[has_genre]--> Thriller
Path (Raw):       Evidence --[has_genre]--> Thriller --[(INV) has_genre]--> Jack Reacher --[has_genre]--> Thriller
Neg LogProb(↓):   1.582789
Path Entropy(↓):  2.432108
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the juarez director
Start Entity:     Juarez
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Juarez --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[has_genre]--> Comedy
Path (Raw):       Juarez --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[has_genre]--> Comedy
Neg LogProb(↓):   0.241640
Path Entropy(↓):  0.707845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jonas chernick star in
Start Entity:     Jonas Chernick
Gold Answer:      [['My Awkward Sexual Adventure']]
Predicted Ans:    The Returned
Predicted Path:   Jonas Chernick --[(INV) starred_actors]--> My Awkward Sexual Adventure --[starred_actors]--> Emily Hampshire --[(INV) starred_actors]--> The Returned
Path (Raw):       Jonas Chernick --[(INV) starred_actors]--> My Awkward Sexual Adventure --[starred_actors]--> Emily Hampshire --[(INV) starred_actors]--> The Returned
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was armen evrensel the writer of
Start Entity:     Armen Evrensel
Gold Answer:      [['Space Milkshake']]
Predicted Ans:    Space Milkshake
Predicted Path:   Armen Evrensel --[(INV) written_by]--> Space Milkshake --[written_by]--> Armen Evrensel --[(INV) written_by]--> Space Milkshake
Path (Raw):       Armen Evrensel --[(INV) written_by]--> Space Milkshake --[written_by]--> Armen Evrensel --[(INV) written_by]--> Space Milkshake
Neg LogProb(↓):   0.000955
Path Entropy(↓):  0.007596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was dev patel an actor in
Start Entity:     Dev Patel
Gold Answer:      [['The Last Airbender', 'Chappie', 'About Cherry']]
Predicted Ans:    The Last Airbender
Predicted Path:   Dev Patel --[(INV) starred_actors]--> The Last Airbender --[starred_actors]--> Jackson Rathbone --[(INV) starred_actors]--> The Last Airbender
Path (Raw):       Dev Patel --[(INV) starred_actors]--> The Last Airbender --[starred_actors]--> Jackson Rathbone --[(INV) starred_actors]--> The Last Airbender
Neg LogProb(↓):   0.014353
Path Entropy(↓):  0.082243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by georgia actors
Start Entity:     Georgia
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Georgia --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Path (Raw):       Georgia --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   0.002847
Path Entropy(↓):  0.020039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie our mother's house
Start Entity:     Our Mother's House
Gold Answer:      [['1963', '1978', '2007', '1971', '1957', '1951', '1959', '1965', '1935', '1961', '1974', '1955', '1958', '1977']]
Predicted Ans:    1965
Predicted Path:   Our Mother's House --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[release_year]--> 1965
Path (Raw):       Our Mother's House --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[release_year]--> 1965
Neg LogProb(↓):   0.695682
Path Entropy(↓):  1.497846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in stalker
Start Entity:     Stalker
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Stalker --[in_language]--> Russian --[(INV) in_language]--> Command Performance --[in_language]--> Russian
Path (Raw):       Stalker --[in_language]--> Russian --[(INV) in_language]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.379531
Path Entropy(↓):  0.899281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of garfield's pet force
Start Entity:     Garfield's Pet Force
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Garfield's Pet Force --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Garfield's Pet Force --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.368242
Path Entropy(↓):  4.703038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jesper ganslandt directed movies
Start Entity:     Jesper Ganslandt
Gold Answer:      [['2009', '1940']]
Predicted Ans:    1940
Predicted Path:   Jesper Ganslandt --[(INV) directed_by]--> The Ape --[release_year]--> 1940
Path (Raw):       Jesper Ganslandt --[No Operation]--> Jesper Ganslandt --[(INV) directed_by]--> The Ape --[release_year]--> 1940
Neg LogProb(↓):   0.107964
Path Entropy(↓):  0.331068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film a view to a kill released
Start Entity:     A View to a Kill
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   A View to a Kill --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       A View to a Kill --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.523245
Path Entropy(↓):  4.004910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in scarface
Start Entity:     Scarface
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Scarface --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Chéri --[has_genre]--> Drama
Path (Raw):       Scarface --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Chéri --[has_genre]--> Drama
Neg LogProb(↓):   1.246458
Path Entropy(↓):  2.287108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of battle of los angeles
Start Entity:     Battle of Los Angeles
Gold Answer:      [['Corin Nemec', 'Eric Scott Woods', 'Torin Thatcher', 'Jane March', 'Kerwin Mathews', 'Brooke Hogan', 'Dylan Jones', 'Cecily Fay', 'Feth Greenwood', 'Ben Cross']]
Predicted Ans:    Brooke Hogan
Predicted Path:   Battle of Los Angeles --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Sand Sharks --[starred_actors]--> Brooke Hogan
Path (Raw):       Battle of Los Angeles --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Sand Sharks --[starred_actors]--> Brooke Hogan
Neg LogProb(↓):   0.847567
Path Entropy(↓):  1.360119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie l. a. without a map
Start Entity:     L.A. Without a Map
Gold Answer:      [['Michael Almereyda', 'Tony Richardson', 'Kenneth Branagh', 'Boris Pasternak', 'Steven Moffat', 'Franco Zeffirelli', 'Grigori Kozintsev', 'Sally Phillips', 'Neil Jaworski', 'William Shakespeare']]
Predicted Ans:    Mika Kaurismäki
Predicted Path:   L.A. Without a Map --[written_by]--> Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love --[directed_by]--> Mika Kaurismäki
Path (Raw):       L.A. Without a Map --[written_by]--> Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love --[directed_by]--> Mika Kaurismäki
Neg LogProb(↓):   2.388714
Path Entropy(↓):  1.114693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of the movie jamie marks is dead
Start Entity:     Jamie Marks Is Dead
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jamie Marks Is Dead --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Jamie Marks Is Dead --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.574250
Path Entropy(↓):  4.753226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by bibi andersson
Start Entity:     Bibi Andersson
Gold Answer:      [['Aristophanes', 'Robert Altman', 'Arthur Miller', 'Gladys Hill', 'Noel Behn', 'John Huston', 'Michael M. Grilikhes', 'Marvin H. Albert', 'Ingmar Bergman', 'Henrik Ibsen', 'Mai Zetterling']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Path (Raw):       Bibi Andersson --[No Operation]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.000752
Path Entropy(↓):  0.006690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of a christmas carol
Start Entity:     A Christmas Carol
Gold Answer:      [['Dumb and Dumber To', 'Batman Forever', 'The Mill and the Cross', 'Clue', 'Annie', 'Sarafina!', 'The Mask', 'Dad Savage', 'Hamlet', "Not with My Wife, You Don't!", 'Eddie', "Jumpin' Jack Flash", 'The Changeling', 'They Might Be Giants', 'Masterminds', 'Liar Liar', 'Patton', 'Earth Girls Are Easy', 'The Color Purple', 'The Exorcist III', 'Muppet Treasure Island', 'The Omega Code', 'Ghost', 'Islands in the Stream', 'I Love You Phillip Morris', 'Congo', 'The Sex and Violence Family Hour', 'The Hospital', 'Earth', 'The Formula', 'The Day of the Dolphin', 'The Long Walk Home', 'Sword of Gideon', 'Taps', 'Petulia', 'Bogus', 'Oklahoma Crude', 'Burglar', 'Alice in Wonderland', 'The Hustler', "Logan's Run", 'Horton Hears a Who!', 'Theodore Rex', 'Hunting Elephants', 'Something for Everyone', 'Legend', 'The Cable Guy', 'The Associate', 'Boys on the Side', 'The Good Fairy', 'The Hanging Tree', 'Tyson', 'Safe House', 'Penelope', 'Times Square', 'Bruce Almighty', 'The Deep End of the Ocean', 'The Incredible Burt Wonderstone', 'Once Bitten', 'The New Centurions', 'A Study in Scarlet', 'How Stella Got Her Groove Back', 'Austin Powers in Goldmember', 'X-Men', 'Oliver Twist', 'The Magical Legend of the Leprechauns', 'The Rocky Horror Picture Show', 'The Truman Show', 'Movie Movie', 'The Telephone', 'The Majestic', 'How to Get Ahead in Advertising', 'The Hindenburg', 'Smashing Time', "Lemony Snicket's A Series of Unfortunate Events", "Mr. Popper's Penguins", 'Filth and Wisdom', 'Cabaret', 'Sister Act', 'Made in America', 'Man on the Moon', 'Ghosts of Mississippi', 'Yes Man', 'Rage', 'Warlock', 'Hardcore', 'Inherit the Wind', 'The Number 23', 'Copper Mountain', 'The Island of Dr. Moreau', 'Jane Eyre', 'Fun with Dick and Jane', 'The Flim-Flam Man', 'Fatal Beauty', 'Conquest', 'The Strange Affair', 'The Riddle of the Sands', 'Kitty', 'The Last Run', 'The Last Remake of Beau Geste', 'Eternal Sunshine of the Spotless Mind', 'African Cats']]
Predicted Ans:    Hamlet
Predicted Path:   A Christmas Carol --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Hamlet
Path (Raw):       A Christmas Carol --[starred_actors]--> Patrick Stewart --[No Operation]--> Patrick Stewart --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.589138
Path Entropy(↓):  1.353264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by julie london
Start Entity:     Julie London
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Julie London --[(INV) starred_actors]--> The Girl Can't Help It --[has_genre]--> Comedy
Path (Raw):       Julie London --[No Operation]--> Julie London --[(INV) starred_actors]--> The Girl Can't Help It --[has_genre]--> Comedy
Neg LogProb(↓):   0.000216
Path Entropy(↓):  0.002036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of heathers
Start Entity:     Heathers
Gold Answer:      [['Christopher Walken', 'Danila Kozlovsky', 'Zoey Deutch', 'Lucy Fry', 'Michael Keaton', 'Danny DeVito', 'Michelle Pfeiffer']]
Predicted Ans:    Daniel Waters
Predicted Path:   Heathers --[written_by]--> Daniel Waters --[(INV) written_by]--> Happy Campers --[directed_by]--> Daniel Waters
Path (Raw):       Heathers --[written_by]--> Daniel Waters --[(INV) written_by]--> Happy Campers --[directed_by]--> Daniel Waters
Neg LogProb(↓):   0.003644
Path Entropy(↓):  0.028587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in all this, and heaven too
Start Entity:     All This, and Heaven Too
Gold Answer:      [['French', 'English', 'Welsh']]
Predicted Ans:    French
Predicted Path:   All This, and Heaven Too --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Path (Raw):       All This, and Heaven Too --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Neg LogProb(↓):   0.840808
Path Entropy(↓):  1.297059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor james howson acted together with who
Start Entity:     James Howson
Gold Answer:      [['Mike Vogel', 'Erika Christensen', 'Christopher Masterson']]
Predicted Ans:    Mike Vogel
Predicted Path:   James Howson --[(INV) starred_actors]--> Wuthering Heights --[starred_actors]--> Mike Vogel
Path (Raw):       James Howson --[No Operation]--> James Howson --[(INV) starred_actors]--> Wuthering Heights --[starred_actors]--> Mike Vogel
Neg LogProb(↓):   0.055892
Path Entropy(↓):  0.267977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor kevin costner is a co - star of who
Start Entity:     Kevin Costner
Gold Answer:      [['Scott Glenn', 'Michael Gambon', 'Clint Eastwood', 'Annette Bening', 'Olivia Williams', 'David Marshall Grant', 'Ashton Kutcher', 'Madeleine Stowe', 'Anthony Quinn', 'Richard Widmark', 'Christian Slater', 'Jennifer Aniston', 'Carey Lowell', 'Courteney Cox', 'Dwier Brown', 'Jenny Seagrove', 'Kelsey Grammer', 'Paula Patton', 'Kurt Russell', 'Demi Moore', 'Dennis Quaid', 'Linda Darnell', 'Larenz Tate', 'Madeline Carroll', 'Connie Nielsen', 'Judd Nelson', 'Sidney Poitier', 'Sam Robards', 'Sean Young', 'Amy Madigan', 'Shirley MacLaine', 'Trey Wilson', 'William Hurt', 'Melissa Sagemiller', 'T.J. Lowther', 'Robert Duvall', 'Amber Heard', 'Paul Newman', 'Samantha Mathis', 'Mark Ruffalo', 'Susan Sarandon', 'Ray Liotta', 'Ivana Baquero', 'Gene Hackman', 'Hailee Steinfeld', 'Whitney Houston', 'Will Patton', 'Mare Winningham', 'Cheech Marin', 'Don Johnson', 'Sean Connery', 'Joan Allen', 'Kevin Kline', 'Rae Dawn Chong', 'Stephen McNally', 'Kelly Preston', 'Rene Russo', 'Elijah Wood', 'Tim Robbins', 'Alexandra Paul', 'Dane Cook', 'Robin Wright', 'Danny Glover']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Kevin Costner --[(INV) starred_actors]--> Bull Durham --[starred_actors]--> Susan Sarandon
Path (Raw):       Kevin Costner --[No Operation]--> Kevin Costner --[(INV) starred_actors]--> Bull Durham --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.841918
Path Entropy(↓):  1.450233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by alex descas were directed by who
Start Entity:     Alex Descas
Gold Answer:      [['Claire Denis']]
Predicted Ans:    Claire Denis
Predicted Path:   Alex Descas --[(INV) starred_actors]--> Trouble Every Day --[directed_by]--> Claire Denis
Path (Raw):       Alex Descas --[No Operation]--> Alex Descas --[(INV) starred_actors]--> Trouble Every Day --[directed_by]--> Claire Denis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by keith snyder
Start Entity:     Keith Snyder
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Keith Snyder --[(INV) directed_by]--> Emmett's Mark --[has_genre]--> Thriller
Path (Raw):       Keith Snyder --[No Operation]--> Keith Snyder --[(INV) directed_by]--> Emmett's Mark --[has_genre]--> Thriller
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by lisa guerrero
Start Entity:     Lisa Guerrero
Gold Answer:      [['Caroline Zelder']]
Predicted Ans:    Caroline Zelder
Predicted Path:   Lisa Guerrero --[(INV) starred_actors]--> A Plumm Summer --[written_by]--> Caroline Zelder
Path (Raw):       Lisa Guerrero --[No Operation]--> Lisa Guerrero --[(INV) starred_actors]--> A Plumm Summer --[written_by]--> Caroline Zelder
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of liliom
Start Entity:     Liliom
Gold Answer:      [['Conquest', 'Arch of Triumph', 'Love Affair', 'Gaslight', 'History Is Made at Night', 'Confidential Agent', 'All This, and Heaven Too', 'The Happy Time', 'The Constant Nymph', 'Mayerling', 'Cluny Brown', 'The Garden of Allah', 'The Buccaneer', 'Back Street', 'Hold Back the Dawn', 'Barefoot in the Park', 'Algiers']]
Predicted Ans:    Mayerling
Predicted Path:   Liliom --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Mayerling
Path (Raw):       Liliom --[starred_actors]--> Charles Boyer --[No Operation]--> Charles Boyer --[(INV) starred_actors]--> Mayerling
Neg LogProb(↓):   0.255937
Path Entropy(↓):  0.785168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by gene roddenberry fall under
Start Entity:     Gene Roddenberry
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Gene Roddenberry --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Path (Raw):       Gene Roddenberry --[No Operation]--> Gene Roddenberry --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Neg LogProb(↓):   0.133064
Path Entropy(↓):  0.384063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie whistling in brooklyn
Start Entity:     Whistling in Brooklyn
Gold Answer:      [['1949', '1948', '1944', '1950', '1951', '1942', '1941']]
Predicted Ans:    1950
Predicted Path:   Whistling in Brooklyn --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Three Little Words --[release_year]--> 1950
Path (Raw):       Whistling in Brooklyn --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Three Little Words --[release_year]--> 1950
Neg LogProb(↓):   0.305353
Path Entropy(↓):  0.927749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the expendables
Start Entity:     The Expendables
Gold Answer:      [['Cop Land', 'War', 'Stash House', 'Retrograde', 'Over the Top', 'Rhinestone', 'Lock, Stock and Two Smoking Barrels', 'The Sorcerer and the White Snake', 'Command Performance', 'Hero', 'Direct Contact', 'The Bank Job', 'Red Scorpion', 'Transporter 2', 'One in the Chamber', 'Nighthawks', 'Driven', 'The Punisher', 'Grudge Match', 'Lock Up', 'First Blood', 'Once Upon a Time in China', 'Daylight', 'Once Upon a Time in China III', 'Get Carter', 'Rocky', 'Hidden Agenda', 'Kiss of the Dragon', 'Blood of Redemption', 'No Place to Hide', 'Flying Swords of Dragon Gate', 'The Italian Job', 'Unleashed', 'The One', 'The Master', 'The New Legend of Shaolin', 'Rocky II', 'Safe', '13', 'Escape Plan', 'Rocky IV', 'Demolition Man', 'The Warlords', 'Bridge of Dragons', 'The Defender', 'Men of War', 'Once Upon a Time in China and America', 'The Mechanic', 'The Package', 'Avenging Angelo', 'Direct Action', 'The Expendables 2', 'Detention', 'Judge Dredd', 'Killer Elite', 'Ghosts of Mars', 'Ocean Heaven', 'Fist of Legend', 'Diamond Dogs', 'Universal Soldier', 'Turn It Up', 'Agent Red', 'The Expendables 3', 'Martial Arts of Shaolin', 'Rocky V', 'Oscar', 'Crank', 'Assassins', 'Parker', 'Death Race', 'Cradle 2 the Grave', 'Black Mask', 'Chaos', 'Stop! Or My Mom Will Shoot', 'Fearless', 'The Forbidden Kingdom', 'Rocky III', 'The Specialist', 'Death Race 2000', 'Cliffhanger', 'Homefront', 'Capone', 'Bullet to the Head', 'The Peacekeeper', 'Missionary Man', 'Storm Catcher', 'The Transporter', 'Rambo', 'Masters of the Universe', 'Paradise Alley', 'Blitz', 'Romeo Must Die', 'Sweepers', 'Blackjack', 'Once Upon a Time in China II', 'Kambakkht Ishq', 'Showdown in Little Tokyo', 'Wild Card', 'London', 'Cobra', 'Revolver', 'Transporter 3', 'Rocky Balboa', 'The Minion', 'Silent Trigger']]
Predicted Ans:    The Transporter
Predicted Path:   The Expendables --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Path (Raw):       The Expendables --[starred_actors]--> Jason Statham --[No Operation]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Neg LogProb(↓):   1.153601
Path Entropy(↓):  1.922946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by superdad actors release
Start Entity:     Superdad
Gold Answer:      [['1980', '1992', '1959', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '1982', '1953', '1994', '1956', '1972', '1971', '2001', '1996', '2002', '1981', '2011', '1986', '2013', '1988', '1997', '1975', '1960', '2005', '1991', '1987', '1969']]
Predicted Ans:    1981
Predicted Path:   Superdad --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Escape from New York --[release_year]--> 1981
Path (Raw):       Superdad --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Escape from New York --[release_year]--> 1981
Neg LogProb(↓):   0.775624
Path Entropy(↓):  1.431476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by usher raymond were in which genres
Start Entity:     Usher Raymond
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Usher Raymond --[(INV) starred_actors]--> Light It Up --[has_genre]--> Drama
Path (Raw):       Usher Raymond --[No Operation]--> Usher Raymond --[(INV) starred_actors]--> Light It Up --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in outlaw
Start Entity:     Outlaw
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Outlaw --[starred_actors]--> Rupert Friend --[(INV) starred_actors]--> Chéri --[in_language]--> French
Path (Raw):       Outlaw --[starred_actors]--> Rupert Friend --[(INV) starred_actors]--> Chéri --[in_language]--> French
Neg LogProb(↓):   0.455038
Path Entropy(↓):  0.736226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by thandie newton were written by who
Start Entity:     Thandie Newton
Gold Answer:      [['Guy Ritchie', 'Eddie Murphy', 'Roland Emmerich', 'Bernardo Bertolucci', 'James Lasdun', 'Biyi Bandele', 'Chimamanda Ngozi Adichie', 'Tyler Perry', 'Peter Stone', 'John Duigan', 'Ntozake Shange', 'Jonathan Demme']]
Predicted Ans:    John Duigan
Predicted Path:   Thandie Newton --[(INV) starred_actors]--> Flirting --[written_by]--> John Duigan
Path (Raw):       Thandie Newton --[No Operation]--> Thandie Newton --[(INV) starred_actors]--> Flirting --[written_by]--> John Duigan
Neg LogProb(↓):   0.284690
Path Entropy(↓):  0.827499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie human nature
Start Entity:     Human Nature
Gold Answer:      [['Tim Robbins', 'Patricia Arquette', 'Rhys Ifans']]
Predicted Ans:    Patricia Arquette
Predicted Path:   Human Nature --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Human Nature --[starred_actors]--> Patricia Arquette
Path (Raw):       Human Nature --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Human Nature --[starred_actors]--> Patricia Arquette
Neg LogProb(↓):   0.398906
Path Entropy(↓):  0.782213
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the center of the world
Start Entity:     The Center of the World
Gold Answer:      [['Jarhead', 'Empire', 'Night Moves', 'Green Lantern', 'Orphan', 'Men with Brooms', 'Flightplan', "Boys Don't Cry", 'Shattered Glass', 'Wonderland', 'Kissed', 'Kinsey', 'The Mysteries of Pittsburgh', 'Lovelace', 'The Skeleton Key', 'Pure']]
Predicted Ans:    Flightplan
Predicted Path:   The Center of the World --[starred_actors]--> Peter Sarsgaard --[(INV) starred_actors]--> Flightplan
Path (Raw):       The Center of the World --[No Operation]--> The Center of the World --[starred_actors]--> Peter Sarsgaard --[(INV) starred_actors]--> Flightplan
Neg LogProb(↓):   1.187547
Path Entropy(↓):  1.615438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by cecilia dopazo
Start Entity:     Cecilia Dopazo
Gold Answer:      [['Marcelo Piñeyro']]
Predicted Ans:    Marcelo Piñeyro
Predicted Path:   Cecilia Dopazo --[(INV) starred_actors]--> Wild Horses --[directed_by]--> Marcelo Piñeyro
Path (Raw):       Cecilia Dopazo --[No Operation]--> Cecilia Dopazo --[(INV) starred_actors]--> Wild Horses --[directed_by]--> Marcelo Piñeyro
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of eight legged freaks also starred in which films
Start Entity:     Eight Legged Freaks
Gold Answer:      [['The Darwin Awards', 'Johns', 'The Shrink Is In', 'Roadracers', 'The Grey Zone', 'The Tripper', 'Never Been Kissed', 'Ravenous', 'The Alarmist']]
Predicted Ans:    The Darwin Awards
Predicted Path:   Eight Legged Freaks --[starred_actors]--> David Arquette --[(INV) starred_actors]--> The Darwin Awards
Path (Raw):       Eight Legged Freaks --[starred_actors]--> David Arquette --[No Operation]--> David Arquette --[(INV) starred_actors]--> The Darwin Awards
Neg LogProb(↓):   0.164937
Path Entropy(↓):  0.627817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film night of the comet were released in which years
Start Entity:     Night of the Comet
Gold Answer:      [['1988', '1992', '1989', '2007']]
Predicted Ans:    1988
Predicted Path:   Night of the Comet --[directed_by]--> Thom Eberhardt --[(INV) directed_by]--> Without a Clue --[release_year]--> 1988
Path (Raw):       Night of the Comet --[directed_by]--> Thom Eberhardt --[(INV) directed_by]--> Without a Clue --[release_year]--> 1988
Neg LogProb(↓):   0.802394
Path Entropy(↓):  1.248318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by daniel taradash
Start Entity:     Daniel Taradash
Gold Answer:      [['Elick Moll']]
Predicted Ans:    Daniel Taradash
Predicted Path:   Daniel Taradash --[(INV) directed_by]--> Storm Center --[written_by]--> Daniel Taradash
Path (Raw):       Daniel Taradash --[No Operation]--> Daniel Taradash --[(INV) directed_by]--> Storm Center --[written_by]--> Daniel Taradash
Neg LogProb(↓):   0.199190
Path Entropy(↓):  0.623567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies written by james cameron
Start Entity:     James Cameron
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   James Cameron --[(INV) written_by]--> Aliens --[has_genre]--> Action
Path (Raw):       James Cameron --[No Operation]--> James Cameron --[(INV) written_by]--> Aliens --[has_genre]--> Action
Neg LogProb(↓):   0.631988
Path Entropy(↓):  1.045739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by trent harris were in which genres
Start Entity:     Trent Harris
Gold Answer:      [['Drama', 'Documentary', 'Comedy']]
Predicted Ans:    Documentary
Predicted Path:   Trent Harris --[(INV) directed_by]--> The Beaver Trilogy --[has_genre]--> Documentary
Path (Raw):       Trent Harris --[No Operation]--> Trent Harris --[(INV) directed_by]--> The Beaver Trilogy --[has_genre]--> Documentary
Neg LogProb(↓):   0.220060
Path Entropy(↓):  0.519554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with raising cain in
Start Entity:     Raising Cain
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Raising Cain --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[in_language]--> English
Path (Raw):       Raising Cain --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[in_language]--> English
Neg LogProb(↓):   0.004004
Path Entropy(↓):  0.029913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the numbers station
Start Entity:     The Numbers Station
Gold Answer:      [['Say Anything...', 'Drive Hard', 'One Crazy Summer', 'Anastasia', 'The Paperboy', 'City Hall', 'Igor', 'High Fidelity', 'Grosse Pointe Blank', 'Floundering', 'Hot Pursuit', 'Grace Is Gone', 'True Colors', 'Hot Tub Time Machine', 'Pushing Tin', 'Identity', 'The Sure Thing', 'The Grifters', 'The Raven', 'Being John Malkovich', 'Maps to the Stars', 'Must Love Dogs', 'Shanghai', 'War, Inc.', 'Money for Nothing', 'Midnight in the Garden of Good and Evil', "America's Sweethearts", 'The Road to Wellville', 'Martian Child', 'The Journey of Natty Gann', '2012', 'Grand Piano', 'Serendipity', 'The Factory', 'Tapeheads', 'The Frozen Ground', 'The Contract', '1408', 'Runaway Jury', 'The Bag Man', 'The Ice Harvest']]
Predicted Ans:    The Raven
Predicted Path:   The Numbers Station --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven
Path (Raw):       The Numbers Station --[starred_actors]--> John Cusack --[No Operation]--> John Cusack --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   0.189913
Path Entropy(↓):  0.838763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by extreme ops actors
Start Entity:     Extreme Ops
Gold Answer:      [['Catherine Linstrum', 'Tony Marchant', 'Jeffrey Reddick', 'George Isaac', 'James Wong', 'Alex Proyas', 'Brian Helgeland', 'David S. Goyer', 'Philip Goodhew', 'Ron Milbauer', 'Terri Hughes', 'David Michael Wieger', 'Charles Sturridge', 'Cathy Cash Spellman', 'Margaret Rosenthal', 'Matt Orlando', 'Glen Morgan', 'Lem Dobbs', 'Tim Sullivan', 'Derek Granger', 'James Ivory']]
Predicted Ans:    Ron Milbauer
Predicted Path:   Extreme Ops --[starred_actors]--> Devon Sawa --[(INV) starred_actors]--> Idle Hands --[written_by]--> Ron Milbauer
Path (Raw):       Extreme Ops --[starred_actors]--> Devon Sawa --[(INV) starred_actors]--> Idle Hands --[written_by]--> Ron Milbauer
Neg LogProb(↓):   0.536791
Path Entropy(↓):  1.235541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of local hero also wrote movies
Start Entity:     Local Hero
Gold Answer:      [['That Sinking Feeling', 'Comfort and Joy', 'Housekeeping', 'Being Human', "Gregory's Girl"]]
Predicted Ans:    Being Human
Predicted Path:   Local Hero --[written_by]--> Bill Forsyth --[(INV) written_by]--> Being Human
Path (Raw):       Local Hero --[written_by]--> Bill Forsyth --[(INV) written_by]--> Being Human --[No Operation]--> Being Human
Neg LogProb(↓):   0.250914
Path Entropy(↓):  0.746217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was light sleeper released
Start Entity:     Light Sleeper
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Light Sleeper --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       Light Sleeper --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.117698
Path Entropy(↓):  4.577649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by algimantas puipa
Start Entity:     Algimantas Puipa
Gold Answer:      [['Lithuanian']]
Predicted Ans:    Lithuanian
Predicted Path:   Algimantas Puipa --[(INV) directed_by]--> Forest of the Gods --[in_language]--> Lithuanian
Path (Raw):       Algimantas Puipa --[No Operation]--> Algimantas Puipa --[(INV) directed_by]--> Forest of the Gods --[in_language]--> Lithuanian
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film any wednesday starred which actors
Start Entity:     Any Wednesday
Gold Answer:      [['Dean Jones', 'Jason Robards', 'Jane Fonda']]
Predicted Ans:    Jane Fonda
Predicted Path:   Any Wednesday --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[starred_actors]--> Jane Fonda
Path (Raw):       Any Wednesday --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[starred_actors]--> Jane Fonda
Neg LogProb(↓):   0.962097
Path Entropy(↓):  1.793864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by christine lahti in
Start Entity:     Christine Lahti
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Christine Lahti --[(INV) starred_actors]--> Pie in the Sky --[has_genre]--> Comedy
Path (Raw):       Christine Lahti --[No Operation]--> Christine Lahti --[(INV) starred_actors]--> Pie in the Sky --[has_genre]--> Comedy
Neg LogProb(↓):   0.650280
Path Entropy(↓):  1.113444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the karate kid, part iii are directed by who
Start Entity:     The Karate Kid, Part III
Gold Answer:      [['Walter Hill', 'Rick Rosenthal', 'Jack Conway', 'Francis Ford Coppola', 'Tamra Davis', 'John G. Avildsen', 'Arthur Hiller', 'Harald Zwart', 'Jonathan Lynn']]
Predicted Ans:    John G. Avildsen
Predicted Path:   The Karate Kid, Part III --[starred_actors]--> Ralph Macchio --[(INV) starred_actors]--> The Karate Kid --[directed_by]--> John G. Avildsen
Path (Raw):       The Karate Kid, Part III --[starred_actors]--> Ralph Macchio --[(INV) starred_actors]--> The Karate Kid --[directed_by]--> John G. Avildsen
Neg LogProb(↓):   0.212030
Path Entropy(↓):  0.652486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by siddharth anand
Start Entity:     Siddharth Anand
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Siddharth Anand --[(INV) written_by]--> Salaam Namaste --[has_genre]--> Comedy
Path (Raw):       Siddharth Anand --[No Operation]--> Siddharth Anand --[(INV) written_by]--> Salaam Namaste --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of sugar
Start Entity:     Sugar
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Drama
Predicted Path:   Sugar --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Sugar --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.290197
Path Entropy(↓):  4.649980
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie a life less ordinary
Start Entity:     A Life Less Ordinary
Gold Answer:      [['Jodi Picoult', 'Steven Baigelman', 'Adam Brooks', 'Richard Price', 'Paul Haggis', 'Conrad Vernon', 'Andrew Adamson', 'Gene Stupnitsky', 'Lee Eisenberg', 'Spike Lee', 'Richard Kelly', 'Beth Henley', 'James Wong', 'Mateo Gil', 'Kate Angelo', 'Daniel Barnz', 'David Mamet', 'Jennifer Egan', 'Oliver Stone', 'James L. Brooks', 'Don Roos', 'Ayelet Waldman', 'A.J. Kparr', 'Jennifer Weiner', 'George W. Trendle', 'Richard LaGravenese', 'Melissa Stack', 'Charlie Kaufman', 'Cormac McCarthy', 'Peter Berg', 'Richard Matheson', 'Nancy Meyers', 'Nikki Reed', 'Nicholas Stoller', 'Jason Segel', 'John August', 'Ryan Rowe', 'Ed Solomon', 'David Cronenberg', 'Cameron Crowe', 'Stuart Gillard', 'Chris Radant', 'Gary Trousdale', 'Catherine Hardwicke', 'Susannah Grant', 'Diablo Cody', 'Alejandro Amenábar', 'Seth Rogen', 'Mary Agnes Donoghue', 'William Steig', 'Jane Campion', 'Ivan Goff', 'Ben Roberts', 'Nick Cassavetes']]
Predicted Ans:    Richard Kelly
Predicted Path:   A Life Less Ordinary --[starred_actors]--> Delroy Lindo --[(INV) starred_actors]--> Domino --[written_by]--> Richard Kelly
Path (Raw):       A Life Less Ordinary --[starred_actors]--> Delroy Lindo --[(INV) starred_actors]--> Domino --[written_by]--> Richard Kelly
Neg LogProb(↓):   0.829209
Path Entropy(↓):  1.539836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the eagle has landed released
Start Entity:     The Eagle Has Landed
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   The Eagle Has Landed --[release_year]--> 1976 --[(INV) release_year]--> Welcome to L.A. --[release_year]--> 1976
Path (Raw):       The Eagle Has Landed --[release_year]--> 1976 --[(INV) release_year]--> Welcome to L.A. --[release_year]--> 1976
Neg LogProb(↓):   2.361079
Path Entropy(↓):  3.844701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter hector babenco
Start Entity:     Hector Babenco
Gold Answer:      [['Fernando Ramos da Silva', 'Luiz Carlos Vasconcelos']]
Predicted Ans:    Fernando Ramos da Silva
Predicted Path:   Hector Babenco --[(INV) written_by]--> Pixote --[starred_actors]--> Fernando Ramos da Silva
Path (Raw):       Hector Babenco --[No Operation]--> Hector Babenco --[(INV) written_by]--> Pixote --[starred_actors]--> Fernando Ramos da Silva
Neg LogProb(↓):   0.001533
Path Entropy(↓):  0.011487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in gaslight
Start Entity:     Gaslight
Gold Answer:      [['Anton Walbrook', 'Diana Wynyard', 'Frank Pettingell']]
Predicted Ans:    Charles Boyer
Predicted Path:   Gaslight --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Liliom --[starred_actors]--> Charles Boyer
Path (Raw):       Gaslight --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Liliom --[starred_actors]--> Charles Boyer
Neg LogProb(↓):   0.703854
Path Entropy(↓):  1.277057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films directed by the director of royal wedding
Start Entity:     Royal Wedding
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   Royal Wedding --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[has_genre]--> Musical
Path (Raw):       Royal Wedding --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[has_genre]--> Musical
Neg LogProb(↓):   1.220763
Path Entropy(↓):  1.960099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of camel spiders
Start Entity:     Camel Spiders
Gold Answer:      [['Steve Mitchell', 'Charles B. Griffith', 'Jim Wynorski', 'Damian Lee', 'Mark Hanna', 'Lenny Juliano']]
Predicted Ans:    Damian Lee
Predicted Path:   Camel Spiders --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Path (Raw):       Camel Spiders --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Neg LogProb(↓):   0.040379
Path Entropy(↓):  0.236729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in anders morgenthaler written movies
Start Entity:     Anders Morgenthaler
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Anders Morgenthaler --[(INV) written_by]--> Princess --[in_language]--> Danish
Path (Raw):       Anders Morgenthaler --[No Operation]--> Anders Morgenthaler --[(INV) written_by]--> Princess --[in_language]--> Danish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with khaled abol naga
Start Entity:     Khaled Abol Naga
Gold Answer:      [['Kari Matchett', 'Richard Schiff', 'Peter Krause']]
Predicted Ans:    Khaled Abol Naga
Predicted Path:   Khaled Abol Naga --[(INV) starred_actors]--> Civic Duty --[starred_actors]--> Khaled Abol Naga
Path (Raw):       Khaled Abol Naga --[No Operation]--> Khaled Abol Naga --[(INV) starred_actors]--> Civic Duty --[starred_actors]--> Khaled Abol Naga
Neg LogProb(↓):   0.879644
Path Entropy(↓):  1.126418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in kitty foyle
Start Entity:     Kitty Foyle
Gold Answer:      [['Romance', 'Family', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Kitty Foyle --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[has_genre]--> Comedy
Path (Raw):       Kitty Foyle --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[has_genre]--> Comedy
Neg LogProb(↓):   0.656426
Path Entropy(↓):  1.113052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of marihuana
Start Entity:     Marihuana
Gold Answer:      [['Maniac']]
Predicted Ans:    Maniac
Predicted Path:   Marihuana --[directed_by]--> Dwain Esper --[(INV) directed_by]--> Maniac
Path (Raw):       Marihuana --[directed_by]--> Dwain Esper --[(INV) directed_by]--> Maniac --[No Operation]--> Maniac
Neg LogProb(↓):   0.000090
Path Entropy(↓):  0.001002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed phantom lady
Start Entity:     Phantom Lady
Gold Answer:      [['Robert Siodmak']]
Predicted Ans:    Robert Siodmak
Predicted Path:   Phantom Lady --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror --[directed_by]--> Robert Siodmak
Path (Raw):       Phantom Lady --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror --[directed_by]--> Robert Siodmak
Neg LogProb(↓):   0.406781
Path Entropy(↓):  1.050192
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by encino man actors
Start Entity:     Encino Man
Gold Answer:      [['French']]
Predicted Ans:    Sport
Predicted Path:   Encino Man --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> Forever Strong --[has_genre]--> Sport
Path (Raw):       Encino Man --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> Forever Strong --[has_genre]--> Sport
Neg LogProb(↓):   0.061367
Path Entropy(↓):  0.281067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the dukes of hazzard also directed which movies
Start Entity:     The Dukes of Hazzard
Gold Answer:      [['Super Troopers', 'The Babymakers', 'Club Dread']]
Predicted Ans:    The Babymakers
Predicted Path:   The Dukes of Hazzard --[directed_by]--> Jay Chandrasekhar --[(INV) directed_by]--> The Babymakers
Path (Raw):       The Dukes of Hazzard --[directed_by]--> Jay Chandrasekhar --[(INV) directed_by]--> The Babymakers --[No Operation]--> The Babymakers
Neg LogProb(↓):   0.722963
Path Entropy(↓):  0.965458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed an affair to remember
Start Entity:     An Affair to Remember
Gold Answer:      [['1962', '1934', '1939', '1933', '1944', '1942', '1936', '1952', '1994', '1935', '1945', '1969', '1937', '1958']]
Predicted Ans:    1945
Predicted Path:   An Affair to Remember --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[release_year]--> 1945
Path (Raw):       An Affair to Remember --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[release_year]--> 1945
Neg LogProb(↓):   1.085414
Path Entropy(↓):  2.223413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by gill dennis
Start Entity:     Gill Dennis
Gold Answer:      [['James Mangold']]
Predicted Ans:    James Mangold
Predicted Path:   Gill Dennis --[(INV) written_by]--> Walk the Line --[directed_by]--> James Mangold
Path (Raw):       Gill Dennis --[No Operation]--> Gill Dennis --[(INV) written_by]--> Walk the Line --[directed_by]--> James Mangold
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with hema malini
Start Entity:     Hema Malini
Gold Answer:      [['Aman Verma', 'Samir Soni', 'Amitabh Bachchan', 'Sanjeev Kumar', 'Dharmendra']]
Predicted Ans:    Amitabh Bachchan
Predicted Path:   Hema Malini --[(INV) starred_actors]--> Baghban --[starred_actors]--> Amitabh Bachchan
Path (Raw):       Hema Malini --[No Operation]--> Hema Malini --[(INV) starred_actors]--> Baghban --[starred_actors]--> Amitabh Bachchan
Neg LogProb(↓):   0.511789
Path Entropy(↓):  1.151145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of dylan jones acted films
Start Entity:     Dylan Jones
Gold Answer:      [['Mark Atkins']]
Predicted Ans:    Mark Atkins
Predicted Path:   Dylan Jones --[(INV) starred_actors]--> Dragon Crusaders --[directed_by]--> Mark Atkins
Path (Raw):       Dylan Jones --[No Operation]--> Dylan Jones --[(INV) starred_actors]--> Dragon Crusaders --[directed_by]--> Mark Atkins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by he said, she said actors
Start Entity:     He Said, She Said
Gold Answer:      [['Nicole Kassell', 'Steven Fechter', 'Elaine May', 'Jim Jennewein', 'Tom S. Parker', 'Brian Garfield', 'Christopher Guest', 'Eric Lartigau', 'Douglas Kennedy', 'David E. Kelley', 'Brent Maddock', 'Thomas Michael Donnelly', 'Bob Clark', 'Ron Underwood', 'Jieho Lee', 'Al Reinert', 'Jim Lovell', 'Michael Korda', 'Jeffrey Kluger', 'Bob DeRosa', 'Billy Bob Thornton', 'Steven E. de Souza', 'Brian Helgeland', 'Alan Rudolph', 'Jean Poiret', 'Dennis Lehane', 'David Koepp', 'Richard Matheson', 'Atom Egoyan', 'Peter M. Lenkov', 'Francis Veber', 'Terrence McNally', 'James Gunn', 'George Seaton', 'Michael Strobl', 'Craig Brewer', 'Valentine Davies', 'Greg Iles', 'Paul Rudnick', 'Rupert Holmes', 'Aaron Sorkin', 'Noah Stern', 'Mel Brooks', 'John Hughes', 'Anne Spielberg', 'Gary Ross']]
Predicted Ans:    Peter M. Lenkov
Predicted Path:   He Said, She Said --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[written_by]--> Peter M. Lenkov
Path (Raw):       He Said, She Said --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[written_by]--> Peter M. Lenkov
Neg LogProb(↓):   1.553367
Path Entropy(↓):  1.903342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie mad dog and glory
Start Entity:     Mad Dog and Glory
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Mad Dog and Glory --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Mad Dog and Glory --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.328458
Path Entropy(↓):  3.952328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Pete kelly's blues, when was it released
Start Entity:     Pete Kelly's Blues
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Pete Kelly's Blues --[release_year]--> 1955 --[(INV) release_year]--> Run for Cover --[release_year]--> 1955
Path (Raw):       Pete Kelly's Blues --[release_year]--> 1955 --[(INV) release_year]--> Run for Cover --[release_year]--> 1955
Neg LogProb(↓):   2.663856
Path Entropy(↓):  3.985110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of midnight run
Start Entity:     Midnight Run
Gold Answer:      [['It Runs in the Family', '11 Harrowhouse', 'Cop Land', 'The Fan', 'Flawless', 'A Bronx Tale', 'Little Fockers', 'Killing Season', 'Raging Bull', 'King Kong', 'Hi, Mom!', 'The Heartbreak Kid', 'Clifford', "Beethoven's 2nd", 'The Deer Hunter', 'Casino', 'New York, New York', 'Showtime', 'Angel Heart', 'Meet the Parents', 'Grudge Match', 'The King of Comedy', "Everybody's Fine", 'Red Lights', 'Guilty by Suspicion', 'The Score', 'Brazil', 'The Last Tycoon', '15 Minutes', 'The Incredible Shrinking Woman', 'Mean Streets', "Marvin's Room", 'Heat', 'Righteous Kill', 'Goodfellas', 'Machete', 'Taking Care of Business', 'Limitless', 'Night and the City', 'Cape Fear', 'City by the Sea', 'The Big Wedding', 'Bang the Drum Slowly', 'The Ex', 'Shark Tale', 'Awakenings', 'Eye of the Tiger', 'Jacknife', 'Killer Elite', 'Wag the Dog', 'True Confessions', 'Beethoven', 'The Lonely Guy', 'The Family', 'Seems Like Old Times', 'Being Flynn', 'Greetings', 'Mad Dog and Glory', 'Beverly Hills Cop', 'Brubaker', 'The Couch Trip', "We're No Angels", 'Stone', 'Analyze This', '1900', "Mary Shelley's Frankenstein", 'Backdraft', 'What Just Happened', 'Falling in Love', 'Once Upon a Time in America', 'Ronin', "This Boy's Life", 'Silver Linings Playbook', 'The Woman in Red', 'Last Vegas', 'Meet the Fockers', 'Hide and Seek', 'Men of Honor', 'Analyze That', 'The Bag Man', 'Blue Collar', 'The Mission']]
Predicted Ans:    Everybody's Fine
Predicted Path:   Midnight Run --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine
Path (Raw):       Midnight Run --[starred_actors]--> Robert De Niro --[No Operation]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine
Neg LogProb(↓):   1.194201
Path Entropy(↓):  2.019689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film ministry of fear
Start Entity:     Ministry of Fear
Gold Answer:      [['Corey Ford', 'Alastair MacBain', 'Zane Grey', 'Sam Hellman', 'Peter Hyams', 'Fritz Lang', "John O'Hara", 'Casey Robinson', 'Charles Einstein', 'John Wexley', 'Bertolt Brecht', 'Georges de La Fouchardière', 'Émile Zola', 'Clifford Odets', 'Virginia Van Upp', 'Norbert Jacques', 'Sydney Boehm', 'William P. McGivern', 'J. Meade Falkner', 'Willard Robertson', 'Youssef Chahine', 'Nunnally Johnson', 'Ferenc Molnár', 'Osamu Tezuka', 'Alfred Hayes', 'Douglas Morrow', 'Thea von Harbou', 'David Ayer', 'Vera Caspary', 'Norman Krasna', 'Bartlett Cormack', 'Geoffrey Household']]
Predicted Ans:    Geoffrey Household
Predicted Path:   Ministry of Fear --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[written_by]--> Geoffrey Household
Path (Raw):       Ministry of Fear --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[written_by]--> Geoffrey Household
Neg LogProb(↓):   0.290286
Path Entropy(↓):  1.132068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the apple dumpling gang rides again
Start Entity:     The Apple Dumpling Gang Rides Again
Gold Answer:      [['1968', '1980', '1978', '1964', '1997', '1976', '1966', '1990', '2005', '1991', '1996', '1973', '2006', '1967', '1969', '1984']]
Predicted Ans:    1980
Predicted Path:   The Apple Dumpling Gang Rides Again --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Path (Raw):       The Apple Dumpling Gang Rides Again --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Neg LogProb(↓):   0.044928
Path Entropy(↓):  0.258410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the blue car director
Start Entity:     Blue Car
Gold Answer:      [['Karen Moncrieff']]
Predicted Ans:    Karen Moncrieff
Predicted Path:   Blue Car --[directed_by]--> Karen Moncrieff --[(INV) directed_by]--> The Trials of Cate McCall --[written_by]--> Karen Moncrieff
Path (Raw):       Blue Car --[directed_by]--> Karen Moncrieff --[(INV) directed_by]--> The Trials of Cate McCall --[written_by]--> Karen Moncrieff
Neg LogProb(↓):   0.009524
Path Entropy(↓):  0.065994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with journalist
Start Entity:     journalist
Gold Answer:      [['Almost Famous', 'The Girl with the Dragon Tattoo', 'Missing']]
Predicted Ans:    Almost Famous
Predicted Path:   journalist --[(INV) has_tags]--> Almost Famous --[has_tags]--> journalist --[(INV) has_tags]--> Almost Famous
Path (Raw):       journalist --[(INV) has_tags]--> Almost Famous --[has_tags]--> journalist --[(INV) has_tags]--> Almost Famous
Neg LogProb(↓):   0.694760
Path Entropy(↓):  0.891233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by bernard rose
Start Entity:     bernard rose
Gold Answer:      [['Candyman', 'Paperhouse']]
Predicted Ans:    Paperhouse
Predicted Path:   bernard rose --[(INV) has_tags]--> Paperhouse --[has_tags]--> bernard rose --[(INV) has_tags]--> Paperhouse
Path (Raw):       bernard rose --[(INV) has_tags]--> Paperhouse --[has_tags]--> bernard rose --[(INV) has_tags]--> Paperhouse
Neg LogProb(↓):   0.002440
Path Entropy(↓):  0.017146
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie dedee d'anvers
Start Entity:     Dédée d'Anvers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dédée d'Anvers --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Dédée d'Anvers --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.643126
Path Entropy(↓):  4.792716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by james h. street in
Start Entity:     James H. Street
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   James H. Street --[(INV) written_by]--> Nothing Sacred --[has_genre]--> Comedy
Path (Raw):       James H. Street --[No Operation]--> James H. Street --[(INV) written_by]--> Nothing Sacred --[has_genre]--> Comedy
Neg LogProb(↓):   0.001881
Path Entropy(↓):  0.013971
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of footlight parade was
Start Entity:     Footlight Parade
Gold Answer:      [['Lloyd Bacon']]
Predicted Ans:    Lloyd Bacon
Predicted Path:   Footlight Parade --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> The Fuller Brush Girl --[directed_by]--> Lloyd Bacon
Path (Raw):       Footlight Parade --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> The Fuller Brush Girl --[directed_by]--> Lloyd Bacon
Neg LogProb(↓):   0.606308
Path Entropy(↓):  0.724250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of joe kidd
Start Entity:     Joe Kidd
Gold Answer:      [['Robert Forster', 'Jennifer Lopez', 'Mickey Rourke', 'Richard Boone', 'Charlie Sheen', 'Randolph Scott', "Maureen O'Sullivan", 'John Travolta', 'Burt Reynolds', 'George Clooney', 'Fredric March', 'Vanity', 'Pam Grier', 'Haley Joel Osment', 'Owen Wilson', 'Tom Selleck', 'Diane Lane', 'Paul Newman', 'Danny DeVito', 'Suzy Amis', 'Roy Scheider', 'Gene Hackman', 'Burt Lancaster', 'Gina Gershon', 'Bridget Fonda', 'Charles Bronson', 'Diane Cilento', 'Samuel L. Jackson', 'Susan Clark', 'Jon Cypher', 'Rachel Duncan', 'Rene Russo', 'Kelly McGillis', 'Peter Weller', 'Thomas Jane']]
Predicted Ans:    Randolph Scott
Predicted Path:   Joe Kidd --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T --[starred_actors]--> Randolph Scott
Path (Raw):       Joe Kidd --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.033344
Path Entropy(↓):  0.204874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by gary devore
Start Entity:     Gary DeVore
Gold Answer:      [['Judge Reinhold', 'Paul Walker', 'Annie McEnroe', 'Ken Wahl', 'Gregory Hines', 'Billy Crystal']]
Predicted Ans:    Gregory Hines
Predicted Path:   Gary DeVore --[(INV) written_by]--> Running Scared --[starred_actors]--> Gregory Hines
Path (Raw):       Gary DeVore --[No Operation]--> Gary DeVore --[(INV) written_by]--> Running Scared --[starred_actors]--> Gregory Hines
Neg LogProb(↓):   0.315207
Path Entropy(↓):  0.606063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the sniper director
Start Entity:     The Sniper
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Western
Predicted Path:   The Sniper --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Broken Lance --[has_genre]--> Western
Path (Raw):       The Sniper --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Broken Lance --[has_genre]--> Western
Neg LogProb(↓):   0.829790
Path Entropy(↓):  1.806181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of stefan haupt directed films
Start Entity:     Stefan Haupt
Gold Answer:      [['Jafar Panahi']]
Predicted Ans:    Jafar Panahi
Predicted Path:   Stefan Haupt --[(INV) directed_by]--> The Circle --[written_by]--> Jafar Panahi
Path (Raw):       Stefan Haupt --[No Operation]--> Stefan Haupt --[(INV) directed_by]--> The Circle --[written_by]--> Jafar Panahi
Neg LogProb(↓):   0.015568
Path Entropy(↓):  0.088686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by masaru miyazaki
Start Entity:     Masaru Miyazaki
Gold Answer:      [['Shinji Aoyama']]
Predicted Ans:    Shinji Aoyama
Predicted Path:   Masaru Miyazaki --[(INV) starred_actors]--> Eureka --[written_by]--> Shinji Aoyama
Path (Raw):       Masaru Miyazaki --[No Operation]--> Masaru Miyazaki --[(INV) starred_actors]--> Eureka --[written_by]--> Shinji Aoyama
Neg LogProb(↓):   0.000402
Path Entropy(↓):  0.003758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by al feldstein
Start Entity:     Al Feldstein
Gold Answer:      [['1972', '1973']]
Predicted Ans:    1972
Predicted Path:   Al Feldstein --[(INV) written_by]--> Tales from the Crypt --[release_year]--> 1972
Path (Raw):       Al Feldstein --[No Operation]--> Al Feldstein --[(INV) written_by]--> Tales from the Crypt --[release_year]--> 1972
Neg LogProb(↓):   0.121293
Path Entropy(↓):  0.355260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by shaun ross in
Start Entity:     Shaun Ross
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Shaun Ross --[(INV) starred_actors]--> Tropico --[has_genre]--> Short
Path (Raw):       Shaun Ross --[No Operation]--> Shaun Ross --[(INV) starred_actors]--> Tropico --[has_genre]--> Short
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film charlie's country
Start Entity:     Charlie's Country
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Charlie's Country --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Charlie's Country --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.153135
Path Entropy(↓):  4.471493
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the topper director release
Start Entity:     Topper
Gold Answer:      [['1946', '1948', '1933', '1954', '1951', '2010', '1936', '1938', '1985', '1999', '1947', '1932', '1981', '1922', '1941', '1952', '2013', '1931']]
Predicted Ans:    1932
Predicted Path:   Topper --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Path (Raw):       Topper --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Neg LogProb(↓):   0.946459
Path Entropy(↓):  1.606508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the trip
Start Entity:     The Trip
Gold Answer:      [['1966', '1968', '1971']]
Predicted Ans:    1966
Predicted Path:   The Trip --[written_by]--> Jack Nicholson --[(INV) written_by]--> Ride in the Whirlwind --[release_year]--> 1966
Path (Raw):       The Trip --[written_by]--> Jack Nicholson --[(INV) written_by]--> Ride in the Whirlwind --[release_year]--> 1966
Neg LogProb(↓):   0.599448
Path Entropy(↓):  0.848119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the plough and the stars
Start Entity:     The Plough and the Stars
Gold Answer:      [['1946', '1959', '1993', '1936', '1920', '1935', '1941', '1963', '1939', '1933', '1957', '1953', '1947', '1917', '1956', '1931', '1948', '1940', '1938', '1926', '1961', '1955', '1962', '1934', '1924', '1964', '1949', '1966', '1950', '1960', '1952', '1929', '1965', '1927', '1999', '1945', '1937', '1928', '1958', '1930']]
Predicted Ans:    1948
Predicted Path:   The Plough and the Stars --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Path (Raw):       The Plough and the Stars --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.529478
Path Entropy(↓):  2.770034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the growth director
Start Entity:     Growth
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Growth --[directed_by]--> Gabriel Cowan --[(INV) directed_by]--> Breathing Room --[has_genre]--> Horror
Path (Raw):       Growth --[directed_by]--> Gabriel Cowan --[(INV) directed_by]--> Breathing Room --[has_genre]--> Horror
Neg LogProb(↓):   0.034034
Path Entropy(↓):  0.146574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film three wishes
Start Entity:     Three Wishes
Gold Answer:      [['1992', '1993', '2006', '1985', '1984', '1998', '2004', '1994', '1932', '1983', '1995', '1948', '2001', '1990', '1989', '2012', '1950', '2005', '1991', '1999', '1987', '1986', '1937']]
Predicted Ans:    1985
Predicted Path:   Three Wishes --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Path (Raw):       Three Wishes --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Neg LogProb(↓):   0.805440
Path Entropy(↓):  1.696480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by max wilk
Start Entity:     Max Wilk
Gold Answer:      [['Richard Quine']]
Predicted Ans:    Richard Quine
Predicted Path:   Max Wilk --[(INV) written_by]--> It Happened to Jane --[directed_by]--> Richard Quine
Path (Raw):       Max Wilk --[No Operation]--> Max Wilk --[(INV) written_by]--> It Happened to Jane --[directed_by]--> Richard Quine
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the notorious landlady
Start Entity:     The Notorious Landlady
Gold Answer:      [['Music', 'Western', 'Musical', 'Short', 'Drama', 'War', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Notorious Landlady --[written_by]--> Larry Gelbart --[(INV) written_by]--> Oh, God! --[has_genre]--> Comedy
Path (Raw):       The Notorious Landlady --[written_by]--> Larry Gelbart --[(INV) written_by]--> Oh, God! --[has_genre]--> Comedy
Neg LogProb(↓):   1.165408
Path Entropy(↓):  1.886521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is down by law about
Start Entity:     Down by Law
Gold Answer:      [['roberto benigni', 'bayou', 'slow', 'tom waits', 'jim jarmusch']]
Predicted Ans:    bayou
Predicted Path:   Down by Law --[has_tags]--> bayou --[(INV) has_tags]--> Down by Law --[has_tags]--> bayou
Path (Raw):       Down by Law --[has_tags]--> bayou --[(INV) has_tags]--> Down by Law --[has_tags]--> bayou
Neg LogProb(↓):   0.001910
Path Entropy(↓):  0.015708
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie conan the barbarian were in which languages
Start Entity:     Conan the Barbarian
Gold Answer:      [['Japanese', 'French', 'Russian', 'Spanish']]
Predicted Ans:    Russian
Predicted Path:   Conan the Barbarian --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Path (Raw):       Conan the Barbarian --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Neg LogProb(↓):   0.118265
Path Entropy(↓):  0.481165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of 5 card stud
Start Entity:     5 Card Stud
Gold Answer:      [['Romance', 'Western', 'Drama', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   5 Card Stud --[written_by]--> Marguerite Roberts --[(INV) written_by]--> The Bribe --[has_genre]--> Drama
Path (Raw):       5 Card Stud --[written_by]--> Marguerite Roberts --[(INV) written_by]--> The Bribe --[has_genre]--> Drama
Neg LogProb(↓):   0.314070
Path Entropy(↓):  0.717505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in empty nest
Start Entity:     Empty Nest
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Empty Nest --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[has_genre]--> Drama
Path (Raw):       Empty Nest --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[has_genre]--> Drama
Neg LogProb(↓):   0.000348
Path Entropy(↓):  0.003411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the diamonds are forever director
Start Entity:     Diamonds Are Forever
Gold Answer:      [['Richard Maibaum', 'Tom Mankiewicz', 'Len Deighton', 'Alistair MacLean', 'James Kennaway', 'Derek Dempster', 'Derek Wood', 'Wilfred Greatorex', 'Jonathan Hales', 'Barry Sandler']]
Predicted Ans:    Richard Maibaum
Predicted Path:   Diamonds Are Forever --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[written_by]--> Richard Maibaum
Path (Raw):       Diamonds Are Forever --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[written_by]--> Richard Maibaum
Neg LogProb(↓):   0.374410
Path Entropy(↓):  0.893974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with switchback fall under
Start Entity:     Switchback
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Switchback --[written_by]--> Jeb Stuart --[(INV) written_by]--> Switchback --[has_genre]--> Thriller
Path (Raw):       Switchback --[written_by]--> Jeb Stuart --[(INV) written_by]--> Switchback --[has_genre]--> Thriller
Neg LogProb(↓):   0.162735
Path Entropy(↓):  0.433624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie pirates of silicon valley were released in which years
Start Entity:     Pirates of Silicon Valley
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Pirates of Silicon Valley --[directed_by]--> Martyn Burke --[(INV) directed_by]--> Avenging Angelo --[release_year]--> 2002
Path (Raw):       Pirates of Silicon Valley --[directed_by]--> Martyn Burke --[(INV) directed_by]--> Avenging Angelo --[release_year]--> 2002
Neg LogProb(↓):   0.632884
Path Entropy(↓):  0.704038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mantan moreland starred together with who
Start Entity:     Mantan Moreland
Gold Answer:      [['Sidney Toler']]
Predicted Ans:    Sidney Toler
Predicted Path:   Mantan Moreland --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Path (Raw):       Mantan Moreland --[No Operation]--> Mantan Moreland --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the green room in
Start Entity:     The Green Room
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Green Room --[starred_actors]--> François Truffaut --[(INV) starred_actors]--> The Wild Child --[in_language]--> French
Path (Raw):       The Green Room --[starred_actors]--> François Truffaut --[(INV) starred_actors]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   0.000800
Path Entropy(↓):  0.007252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed flight of the navigator
Start Entity:     Flight of the Navigator
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Flight of the Navigator --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[in_language]--> Italian
Path (Raw):       Flight of the Navigator --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[in_language]--> Italian
Neg LogProb(↓):   0.000623
Path Entropy(↓):  0.005658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the shining
Start Entity:     The Shining
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   The Shining --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       The Shining --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.045059
Path Entropy(↓):  0.211259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of la marseillaise
Start Entity:     La Marseillaise
Gold Answer:      [['Odoardo Spadaro', 'Joan Bennett', 'Mila Parély', 'Paulette Dubost', 'Nora Gregor', 'Édouard Delmont', 'Sissy Spacek', 'Ingrid Bergman', 'Anna Magnani', 'Robert Ryan', 'Charles Blavette', 'Jean Gabin', 'Celia Montalván', 'Jean Marais', 'María Félix', 'Esmond Knight', 'Arthur Shields', 'Nora Swinburne', 'Mel Gibson', 'Charles Bickford']]
Predicted Ans:    Jean Gabin
Predicted Path:   La Marseillaise --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       La Marseillaise --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.080640
Path Entropy(↓):  0.283256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie intervista were in which genres
Start Entity:     Intervista
Gold Answer:      [['Music', 'Documentary', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Intervista --[written_by]--> Federico Fellini --[(INV) written_by]--> La Dolce Vita --[has_genre]--> Comedy
Path (Raw):       Intervista --[written_by]--> Federico Fellini --[(INV) written_by]--> La Dolce Vita --[has_genre]--> Comedy
Neg LogProb(↓):   1.460464
Path Entropy(↓):  2.509776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of blume in love
Start Entity:     Blume in Love
Gold Answer:      [['The Sailor Who Fell from Grace with the Sea', "Where's Poppa?", 'Dolphin Tale', 'Millennium', 'Flashpoint', 'The Owl and the Pussycat', 'Rollover', 'Heartbreak Ridge', 'A Star Is Born', 'Invitation to a Gunfighter', 'Running', "A Soldier's Daughter Never Cries", 'Trouble in Mind', 'The Devil and Max Devlin', 'The Terminal Man', 'Loving', 'Songwriter', 'The Mirror Has Two Faces', 'Lost and Found', 'King Rat', 'Born to Win', 'Dolphin Tale 2', 'Convoy', 'The Big Fix', "Look Who's Talking", 'No Way to Treat a Lady', 'Big Top Pee-wee', 'The Goodbye Girl', 'A Touch of Class', 'Semi-Tough', "Heaven's Gate", "The St. Valentine's Day Massacre", 'Fun with Dick and Jane', 'Rollercoaster', 'Only When I Laugh', 'California Split', 'The Hot Rock', 'Cinderella Liberty', 'Drop Dead Fred', 'The Bridge at Remagen', "Who's Afraid of Virginia Woolf?", 'Carbon Copy', 'The Greening of Whitney Brown', 'Audrey Rose', 'For the Boys', 'Who Is Killing the Great Chefs of Europe?', 'Russian Roulette', 'Max Dugan Returns', 'The Quiller Memorandum', "Pharaoh's Army"]]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   Blume in Love --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Path (Raw):       Blume in Love --[starred_actors]--> George Segal --[No Operation]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   0.052052
Path Entropy(↓):  0.311671
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of high plains drifter starred who
Start Entity:     High Plains Drifter
Gold Answer:      [['Anjelica Huston', 'Clint Eastwood', 'Hilary Swank', 'Chief Dan George', 'Charlie Sheen', 'Kevin Spacey', 'Ken Watanabe', 'Kazunari Ninomiya', 'John Cusack', 'Kyle Gallner', 'William Holden', 'Sean Penn', 'Pat Hingle', 'Sondra Locke', 'William Prince', 'Dennis Quaid', 'James Garner', 'Bradley Cooper', 'Ahney Her', 'Christopher Carley', 'Bee Vang', 'Jeff Daniels', 'Meryl Streep', 'Angelina Jolie', 'Everett McGill', 'Kevin Dillon', 'Matt Damon', 'Leonardo DiCaprio', 'T.J. Lowther', 'Jay Hernandez', 'Kevin Costner', 'Gene Hackman', 'Laurence Fishburne', 'Rachel Griffiths', 'Laura Linney', 'Richard Harris', 'Donald Sutherland', 'Kyle Eastwood', 'Cécile De France', 'Marsha Mason', 'Alicia Silverstone', 'Jessica Walter', 'Donna Mills', 'Ed Harris', 'Morgan Freeman', 'Tim Robbins', 'Kevin Bacon', 'Kay Lenz', 'Thierry Neuvic', 'Michael Kelly', 'Tommy Lee Jones']]
Predicted Ans:    Clint Eastwood
Predicted Path:   High Plains Drifter --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[starred_actors]--> Clint Eastwood
Path (Raw):       High Plains Drifter --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.387813
Path Entropy(↓):  1.013636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was john b. keane the writer of
Start Entity:     John B. Keane
Gold Answer:      [['The Field']]
Predicted Ans:    The Field
Predicted Path:   John B. Keane --[(INV) written_by]--> The Field --[written_by]--> John B. Keane --[(INV) written_by]--> The Field
Path (Raw):       John B. Keane --[(INV) written_by]--> The Field --[written_by]--> John B. Keane --[(INV) written_by]--> The Field
Neg LogProb(↓):   0.017398
Path Entropy(↓):  0.087126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by chris colfer in
Start Entity:     Chris Colfer
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chris Colfer --[(INV) written_by]--> Struck by Lightning --[has_genre]--> Comedy
Path (Raw):       Chris Colfer --[No Operation]--> Chris Colfer --[(INV) written_by]--> Struck by Lightning --[has_genre]--> Comedy
Neg LogProb(↓):   0.379728
Path Entropy(↓):  0.623782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by bahram beizai in
Start Entity:     Bahram Beizai
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bahram Beizai --[(INV) written_by]--> Bashu, the Little Stranger --[has_genre]--> Drama
Path (Raw):       Bahram Beizai --[No Operation]--> Bahram Beizai --[(INV) written_by]--> Bashu, the Little Stranger --[has_genre]--> Drama
Neg LogProb(↓):   0.000200
Path Entropy(↓):  0.001901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by roman polanski
Start Entity:     Roman Polanski
Gold Answer:      [['Giuseppe Tornatore']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Roman Polanski --[(INV) starred_actors]--> A Pure Formality --[directed_by]--> Giuseppe Tornatore
Path (Raw):       Roman Polanski --[No Operation]--> Roman Polanski --[(INV) starred_actors]--> A Pure Formality --[directed_by]--> Giuseppe Tornatore
Neg LogProb(↓):   0.040596
Path Entropy(↓):  0.181688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by alter egos actors release
Start Entity:     Alter Egos
Gold Answer:      [['2003', '2009', '2007']]
Predicted Ans:    2012
Predicted Path:   Alter Egos --[starred_actors]--> Kris Lemche --[(INV) starred_actors]--> Alter Egos --[release_year]--> 2012
Path (Raw):       Alter Egos --[starred_actors]--> Kris Lemche --[(INV) starred_actors]--> Alter Egos --[release_year]--> 2012
Neg LogProb(↓):   0.024855
Path Entropy(↓):  0.123699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of zombies of the stratosphere
Start Entity:     Zombies of the Stratosphere
Gold Answer:      [['Fred C. Brannon']]
Predicted Ans:    Fred C. Brannon
Predicted Path:   Zombies of the Stratosphere --[directed_by]--> Fred C. Brannon --[(INV) directed_by]--> Zombies of the Stratosphere --[directed_by]--> Fred C. Brannon
Path (Raw):       Zombies of the Stratosphere --[directed_by]--> Fred C. Brannon --[(INV) directed_by]--> Zombies of the Stratosphere --[directed_by]--> Fred C. Brannon
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by tony gatlif were in which genres
Start Entity:     Tony Gatlif
Gold Answer:      [['Drama', 'Documentary', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Tony Gatlif --[(INV) written_by]--> Mondo --[has_genre]--> Drama
Path (Raw):       Tony Gatlif --[No Operation]--> Tony Gatlif --[(INV) written_by]--> Mondo --[has_genre]--> Drama
Neg LogProb(↓):   0.005448
Path Entropy(↓):  0.038295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by paul hogan release
Start Entity:     Paul Hogan
Gold Answer:      [['1963', '2001', '1990', '1996', '1994']]
Predicted Ans:    1996
Predicted Path:   Paul Hogan --[(INV) starred_actors]--> Flipper --[release_year]--> 1996
Path (Raw):       Paul Hogan --[No Operation]--> Paul Hogan --[(INV) starred_actors]--> Flipper --[release_year]--> 1996
Neg LogProb(↓):   1.206074
Path Entropy(↓):  1.830809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter andy robin wrote films together with who
Start Entity:     Andy Robin
Gold Answer:      [['Gregg Kavet', 'Jerry Seinfeld', 'Spike Feresten', 'Barry Marder']]
Predicted Ans:    Gregg Kavet
Predicted Path:   Andy Robin --[(INV) written_by]--> Live Free or Die --[written_by]--> Gregg Kavet
Path (Raw):       Andy Robin --[No Operation]--> Andy Robin --[(INV) written_by]--> Live Free or Die --[written_by]--> Gregg Kavet
Neg LogProb(↓):   0.459714
Path Entropy(↓):  0.689220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did ismail kadare write
Start Entity:     Ismail Kadare
Gold Answer:      [['Behind the Sun']]
Predicted Ans:    Foreign Land
Predicted Path:   Ismail Kadare --[(INV) written_by]--> Behind the Sun --[written_by]--> Walter Salles --[(INV) written_by]--> Foreign Land
Path (Raw):       Ismail Kadare --[(INV) written_by]--> Behind the Sun --[written_by]--> Walter Salles --[(INV) written_by]--> Foreign Land
Neg LogProb(↓):   0.207545
Path Entropy(↓):  0.633652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by actors in george of the jungle
Start Entity:     George of the Jungle
Gold Answer:      [['Music', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   George of the Jungle --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Path (Raw):       George of the Jungle --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Neg LogProb(↓):   0.896827
Path Entropy(↓):  1.848641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the rundown were in which genres
Start Entity:     The Rundown
Gold Answer:      [['Drama', 'Sport', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Rundown --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[has_genre]--> Drama
Path (Raw):       The Rundown --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[has_genre]--> Drama
Neg LogProb(↓):   0.124804
Path Entropy(↓):  0.405118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of tequila sunrise
Start Entity:     Tequila Sunrise
Gold Answer:      [['Escape from New York', 'Personal Effects', 'The Prince of Egypt', 'What Lies Beneath', 'Machete Kills', 'The Fox and the Hound', 'Tombstone', 'Captain Ron', 'Attack Force Z', 'Hamlet', 'Vanilla Sky', 'Forever Young', 'Conspiracy Theory', 'Ransom', 'Signs', 'Wolf', 'Unlawful Entry', 'The Man Without a Face', 'Dark Blue', 'Bird on a Wire', 'Grease 2', 'Overboard', 'Dangerous Minds', 'Executive Decision', 'Mad Max Beyond Thunderdome', 'Touchback', 'Grindhouse', 'Soldier', 'Big Trouble in Little China', 'The Story of Us', 'The Year of Living Dangerously', 'Breakdown', 'Mrs. Soffel', 'Batman Returns', "A Midsummer Night's Dream", 'Dangerous Liaisons', 'Escape from L.A.', 'Edge of Darkness', 'Lethal Weapon', 'What Women Want', 'Lethal Weapon 4', 'The Barefoot Executive', 'The Art of the Steal', 'Chéri', 'Lethal Weapon 3', 'The River', 'Used Cars', 'The Million Dollar Hotel', 'Scarface', 'We Were Soldiers', 'Lethal Weapon 2', 'The Family', 'The Mean Season', 'Payback', 'Love Field', 'The Computer Wore Tennis Shoes', 'Maverick', 'Superdad', 'Air America', 'Swing Shift', 'The Deep End of the Ocean', 'Frankie and Johnny', 'Sweet Liberty', 'Elvis', 'People Like Us', 'Get the Gringo', 'The Strongest Man in the World', 'The Beaver', 'Stargate', 'The Patriot', 'The Singing Detective', 'The Best of Times', '3000 Miles to Graceland', 'A Thousand Acres', 'The Deadly Tower', 'To Gillian on Her 37th Birthday', 'Backdraft', 'The Thing', 'The Russia House', 'Into the Night', 'Dark Shadows', 'Ladyhawke', 'Death Proof', "Now You See Him, Now You Don't", 'The Witches of Eastwick', 'I Could Never Be Your Woman', 'Poseidon', 'The Fabulous Baker Boys', 'One Fine Day', 'The Age of Innocence', 'Mad Max', 'The Bounty', 'Chicken Run', 'I Am Sam', 'Sky High']]
Predicted Ans:    Grindhouse
Predicted Path:   Tequila Sunrise --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse
Path (Raw):       Tequila Sunrise --[starred_actors]--> Kurt Russell --[No Operation]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse
Neg LogProb(↓):   1.201645
Path Entropy(↓):  2.122443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the way ahead
Start Entity:     The Way Ahead
Gold Answer:      [['1962', '1968', '1964', '1944', '1950', '1951', '1942', '1953', '1958', '1943']]
Predicted Ans:    1943
Predicted Path:   The Way Ahead --[written_by]--> Eric Ambler --[(INV) written_by]--> Background to Danger --[release_year]--> 1943
Path (Raw):       The Way Ahead --[written_by]--> Eric Ambler --[(INV) written_by]--> Background to Danger --[release_year]--> 1943
Neg LogProb(↓):   0.905094
Path Entropy(↓):  1.600523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of suzanne snyder starred movies
Start Entity:     Suzanne Snyder
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Suzanne Snyder --[(INV) starred_actors]--> Killer Klowns from Outer Space --[release_year]--> 1988
Path (Raw):       Suzanne Snyder --[No Operation]--> Suzanne Snyder --[(INV) starred_actors]--> Killer Klowns from Outer Space --[release_year]--> 1988
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with julia and julia in
Start Entity:     Julia and Julia
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Julia and Julia --[written_by]--> Sandro Petraglia --[(INV) written_by]--> The Girl by the Lake --[in_language]--> Italian
Path (Raw):       Julia and Julia --[written_by]--> Sandro Petraglia --[(INV) written_by]--> The Girl by the Lake --[in_language]--> Italian
Neg LogProb(↓):   0.000615
Path Entropy(↓):  0.005480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie museum hours
Start Entity:     Museum Hours
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Museum Hours --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Museum Hours --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.256282
Path Entropy(↓):  4.355669
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed bhowani junction
Start Entity:     Bhowani Junction
Gold Answer:      [['George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   Bhowani Junction --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Path (Raw):       Bhowani Junction --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Neg LogProb(↓):   0.046779
Path Entropy(↓):  0.214857
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of appleseed
Start Entity:     Appleseed
Gold Answer:      [['Atsuko Tanaka']]
Predicted Ans:    Ai Kobayashi
Predicted Path:   Appleseed --[written_by]--> Masamune Shirow --[(INV) written_by]--> Appleseed --[starred_actors]--> Ai Kobayashi
Path (Raw):       Appleseed --[written_by]--> Masamune Shirow --[(INV) written_by]--> Appleseed --[starred_actors]--> Ai Kobayashi
Neg LogProb(↓):   0.077004
Path Entropy(↓):  0.315181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the amateur
Start Entity:     The Amateur
Gold Answer:      [['John Savage', 'Christopher Plummer']]
Predicted Ans:    Christopher Plummer
Predicted Path:   The Amateur --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> My Dog Tulip --[starred_actors]--> Christopher Plummer
Path (Raw):       The Amateur --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> My Dog Tulip --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.007308
Path Entropy(↓):  0.051969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film chalet girl
Start Entity:     Chalet Girl
Gold Answer:      [['2009']]
Predicted Ans:    2011
Predicted Path:   Chalet Girl --[directed_by]--> Phil Traill --[(INV) directed_by]--> Chalet Girl --[release_year]--> 2011
Path (Raw):       Chalet Girl --[directed_by]--> Phil Traill --[(INV) directed_by]--> Chalet Girl --[release_year]--> 2011
Neg LogProb(↓):   0.006930
Path Entropy(↓):  0.044652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of lucrezia borgia is also the director of which movies
Start Entity:     Lucrezia Borgia
Gold Answer:      [["J'accuse!"]]
Predicted Ans:    J'accuse!
Predicted Path:   Lucrezia Borgia --[directed_by]--> Abel Gance --[(INV) directed_by]--> J'accuse!
Path (Raw):       Lucrezia Borgia --[directed_by]--> Abel Gance --[(INV) directed_by]--> J'accuse! --[No Operation]--> J'accuse!
Neg LogProb(↓):   0.394056
Path Entropy(↓):  0.632346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed i want to live!
Start Entity:     I Want to Live!
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   I Want to Live! --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Path (Raw):       I Want to Live! --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Neg LogProb(↓):   0.018376
Path Entropy(↓):  0.091206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by satan never sleeps actors release
Start Entity:     Satan Never Sleeps
Gold Answer:      [['1980', '1946', '1954', '1944', '2003', '1959', '1993', '1941', '1974', '1939', '1957', '1973', '1953', '1956', '1983', '1995', '1976', '1948', '1971', '1940', '1981', '1955', '1962', '1934', '1964', '1949', '1966', '1950', '1960', '1929', '1969', '1952', '1958']]
Predicted Ans:    1954
Predicted Path:   Satan Never Sleeps --[starred_actors]--> William Holden --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Path (Raw):       Satan Never Sleeps --[starred_actors]--> William Holden --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   1.387331
Path Entropy(↓):  2.418647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of james napier robertson written films
Start Entity:     James Napier Robertson
Gold Answer:      [['2014', '1932']]
Predicted Ans:    2014
Predicted Path:   James Napier Robertson --[(INV) written_by]--> The Dark Horse --[release_year]--> 2014
Path (Raw):       James Napier Robertson --[No Operation]--> James Napier Robertson --[(INV) written_by]--> The Dark Horse --[release_year]--> 2014
Neg LogProb(↓):   0.370383
Path Entropy(↓):  0.618738
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by david copperfield fall under
Start Entity:     David Copperfield
Gold Answer:      [['Documentary']]
Predicted Ans:    Adventure
Predicted Path:   David Copperfield --[starred_actors]--> Michael Richards --[(INV) starred_actors]--> David Copperfield --[has_genre]--> Adventure
Path (Raw):       David Copperfield --[starred_actors]--> Michael Richards --[(INV) starred_actors]--> David Copperfield --[has_genre]--> Adventure
Neg LogProb(↓):   0.316019
Path Entropy(↓):  0.693369
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the relic were in which genres
Start Entity:     The Relic
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Relic --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       The Relic --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.019303
Path Entropy(↓):  0.104779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie first knight are written by who
Start Entity:     First Knight
Gold Answer:      [['Jerry Zucker', 'Bruce Joel Rubin', 'David Zucker', 'Dale Launer', 'Jim Abrahams', 'Andy Breckman']]
Predicted Ans:    Jim Abrahams
Predicted Path:   First Knight --[directed_by]--> Jerry Zucker --[(INV) directed_by]--> Top Secret! --[written_by]--> Jim Abrahams
Path (Raw):       First Knight --[directed_by]--> Jerry Zucker --[(INV) directed_by]--> Top Secret! --[written_by]--> Jim Abrahams
Neg LogProb(↓):   0.685825
Path Entropy(↓):  1.026949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about cate blanchett
Start Entity:     cate blanchett
Gold Answer:      [['Little Fish', 'Heaven', 'Elizabeth', 'The Shipping News', 'The Curious Case of Benjamin Button', 'Paradise Road', 'Blue Jasmine', 'Indiana Jones and the Kingdom of the Crystal Skull', 'The Life Aquatic with Steve Zissou', 'The Good German', 'Hanna', 'The Gift', 'Charlotte Gray', 'The Aviator', 'An Ideal Husband', 'Bandits', 'Notes on a Scandal', 'The Talented Mr. Ripley', 'Oscar and Lucinda', 'Robin Hood']]
Predicted Ans:    Paradise Road
Predicted Path:   cate blanchett --[(INV) has_tags]--> Paradise Road --[has_tags]--> frances mcdormand --[(INV) has_tags]--> Paradise Road
Path (Raw):       cate blanchett --[(INV) has_tags]--> Paradise Road --[has_tags]--> frances mcdormand --[(INV) has_tags]--> Paradise Road
Neg LogProb(↓):   0.676484
Path Entropy(↓):  1.179474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie willow
Start Entity:     Willow
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1974', '1977', '2009', '2010', '2004', '1994', '1995', '1972', '2001', '1989', '1996', '2002', '2011', '2000', '1997', '2005', '1991', '1999', '1986']]
Predicted Ans:    1977
Predicted Path:   Willow --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[release_year]--> 1977
Path (Raw):       Willow --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[release_year]--> 1977
Neg LogProb(↓):   1.335493
Path Entropy(↓):  2.512941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the stratton story
Start Entity:     The Stratton Story
Gold Answer:      [['June Allyson']]
Predicted Ans:    June Allyson
Predicted Path:   The Stratton Story --[starred_actors]--> June Allyson --[(INV) starred_actors]--> The Opposite Sex --[starred_actors]--> June Allyson
Path (Raw):       The Stratton Story --[starred_actors]--> June Allyson --[(INV) starred_actors]--> The Opposite Sex --[starred_actors]--> June Allyson
Neg LogProb(↓):   0.280130
Path Entropy(↓):  0.716176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of duets
Start Entity:     Duets
Gold Answer:      [['Franklin J. Schaffner', 'Mark Rydell', 'John Byrum', 'Edmund Goulding']]
Predicted Ans:    Edmund Goulding
Predicted Path:   Duets --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge --[directed_by]--> Edmund Goulding
Path (Raw):       Duets --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge --[directed_by]--> Edmund Goulding
Neg LogProb(↓):   0.001101
Path Entropy(↓):  0.009572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by gabriel pascal were released in which years
Start Entity:     Gabriel Pascal
Gold Answer:      [['1941', '1945']]
Predicted Ans:    1945
Predicted Path:   Gabriel Pascal --[(INV) directed_by]--> Caesar and Cleopatra --[release_year]--> 1945
Path (Raw):       Gabriel Pascal --[No Operation]--> Gabriel Pascal --[(INV) directed_by]--> Caesar and Cleopatra --[release_year]--> 1945
Neg LogProb(↓):   0.229660
Path Entropy(↓):  0.507526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of a tree grows in brooklyn
Start Entity:     A Tree Grows in Brooklyn
Gold Answer:      [['Ethel Barrymore', 'Jo Van Fleet', 'Richard Boone', 'Marlon Brando', 'Julie Harris', 'Jessica Lange', 'Robert De Niro', 'Katharine Hepburn', 'Gregory Peck', 'Faye Dunaway', 'Jeanne Moreau', 'Andy Griffith', 'Lee J. Cobb', 'Anthony Quinn', 'Richard Widmark', 'Celeste Holm', 'Raymond Massey', 'Alec Baldwin', 'Robert Mitchum', 'Montgomery Clift', 'Jeanne Crain', 'Paul Douglas', 'Karl Malden', 'Vivien Leigh', 'Patricia Neal', 'Treat Williams', 'Rod Steiger', 'Jack Palance', 'James Dean', 'Barbara Bel Geddes', 'Diane Lane', 'Melvyn Douglas', 'Tony Curtis', 'Carroll Baker', 'Kim Hunter', 'Walter Matthau', 'Lee Remick', 'Albert Salmi', 'Mildred Dunnock', 'Kirk Douglas', 'John Goodman', 'Eli Wallach', 'Jean Peters', 'Spencer Tracy', 'Natalie Wood', 'Deborah Kerr', 'Ethel Waters', 'Burl Ives']]
Predicted Ans:    Eli Wallach
Predicted Path:   A Tree Grows in Brooklyn --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Baby Doll --[starred_actors]--> Eli Wallach
Path (Raw):       A Tree Grows in Brooklyn --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Baby Doll --[starred_actors]--> Eli Wallach
Neg LogProb(↓):   0.535286
Path Entropy(↓):  1.207152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by to kill a mockingbird actors
Start Entity:     To Kill a Mockingbird
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   To Kill a Mockingbird --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[in_language]--> German
Path (Raw):       To Kill a Mockingbird --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[in_language]--> German
Neg LogProb(↓):   0.057236
Path Entropy(↓):  0.262833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did walt becker write
Start Entity:     Walt Becker
Gold Answer:      [['Buying the Cow']]
Predicted Ans:    Buying the Cow
Predicted Path:   Walt Becker --[(INV) written_by]--> Buying the Cow --[written_by]--> Walt Becker --[(INV) written_by]--> Buying the Cow
Path (Raw):       Walt Becker --[(INV) written_by]--> Buying the Cow --[written_by]--> Walt Becker --[(INV) written_by]--> Buying the Cow
Neg LogProb(↓):   0.000587
Path Entropy(↓):  0.005086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Made of honor is a film written by this person
Start Entity:     Made of Honor
Gold Answer:      [['Deborah Kaplan', 'Harry Elfont', 'Adam Sztykiel']]
Predicted Ans:    Deborah Kaplan
Predicted Path:   Made of Honor --[written_by]--> Deborah Kaplan --[(INV) written_by]--> Josie and the Pussycats --[written_by]--> Deborah Kaplan
Path (Raw):       Made of Honor --[written_by]--> Deborah Kaplan --[(INV) written_by]--> Josie and the Pussycats --[written_by]--> Deborah Kaplan
Neg LogProb(↓):   0.978886
Path Entropy(↓):  1.500685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by roman polanski fall under
Start Entity:     Roman Polanski
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Roman Polanski --[(INV) starred_actors]--> A Pure Formality --[has_genre]--> Thriller
Path (Raw):       Roman Polanski --[No Operation]--> Roman Polanski --[(INV) starred_actors]--> A Pure Formality --[has_genre]--> Thriller
Neg LogProb(↓):   0.004558
Path Entropy(↓):  0.032552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of eight men out
Start Entity:     Eight Men Out
Gold Answer:      [['Roger Corman', 'Jimmy T. Murakami', 'Joe Dante', 'John Sayles', 'Bill Forsyth', 'Perry Lang', 'John Frankenheimer', 'Lewis Teague']]
Predicted Ans:    John Sayles
Predicted Path:   Eight Men Out --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[directed_by]--> John Sayles
Path (Raw):       Eight Men Out --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[directed_by]--> John Sayles
Neg LogProb(↓):   0.263159
Path Entropy(↓):  0.948904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of madea's big happy family
Start Entity:     Madea's Big Happy Family
Gold Answer:      [['Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Madea's Big Happy Family --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea's Family Reunion --[written_by]--> Tyler Perry
Path (Raw):       Madea's Big Happy Family --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea's Family Reunion --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.909200
Path Entropy(↓):  1.537333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in circumstance
Start Entity:     Circumstance
Gold Answer:      [['Reza Sixo Safai', 'Sarah Kazemy', 'Nikohl Boosheri']]
Predicted Ans:    Nikohl Boosheri
Predicted Path:   Circumstance --[starred_actors]--> Nikohl Boosheri --[(INV) starred_actors]--> Circumstance --[starred_actors]--> Nikohl Boosheri
Path (Raw):       Circumstance --[starred_actors]--> Nikohl Boosheri --[(INV) starred_actors]--> Circumstance --[starred_actors]--> Nikohl Boosheri
Neg LogProb(↓):   0.008514
Path Entropy(↓):  0.055734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by arthur franz
Start Entity:     Arthur Franz
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Arthur Franz --[(INV) starred_actors]--> Invaders from Mars --[has_genre]--> Horror
Path (Raw):       Arthur Franz --[No Operation]--> Arthur Franz --[(INV) starred_actors]--> Invaders from Mars --[has_genre]--> Horror
Neg LogProb(↓):   0.715494
Path Entropy(↓):  0.803132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by meredith edwards released
Start Entity:     Meredith Edwards
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Meredith Edwards --[(INV) starred_actors]--> A Run for Your Money --[release_year]--> 1949
Path (Raw):       Meredith Edwards --[No Operation]--> Meredith Edwards --[(INV) starred_actors]--> A Run for Your Money --[release_year]--> 1949
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with rocket gibraltar fall under
Start Entity:     Rocket Gibraltar
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Rocket Gibraltar --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Lassie --[has_genre]--> Adventure
Path (Raw):       Rocket Gibraltar --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Lassie --[has_genre]--> Adventure
Neg LogProb(↓):   0.703714
Path Entropy(↓):  1.294668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
U. s. marshals is a film written by this person
Start Entity:     U.S. Marshals
Gold Answer:      [['John Pogue', 'Roy Huggins']]
Predicted Ans:    Roy Huggins
Predicted Path:   U.S. Marshals --[written_by]--> Roy Huggins --[(INV) written_by]--> Hangman's Knot --[written_by]--> Roy Huggins
Path (Raw):       U.S. Marshals --[written_by]--> Roy Huggins --[(INV) written_by]--> Hangman's Knot --[written_by]--> Roy Huggins
Neg LogProb(↓):   0.124461
Path Entropy(↓):  0.505303
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by tim conway released
Start Entity:     Tim Conway
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Tim Conway --[(INV) written_by]--> The Private Eyes --[release_year]--> 1980
Path (Raw):       Tim Conway --[No Operation]--> Tim Conway --[(INV) written_by]--> The Private Eyes --[release_year]--> 1980
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by petri karra released
Start Entity:     Petri Karra
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Petri Karra --[(INV) written_by]--> The House of Branching Love --[release_year]--> 2009
Path (Raw):       Petri Karra --[No Operation]--> Petri Karra --[(INV) written_by]--> The House of Branching Love --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by stacy title
Start Entity:     Stacy Title
Gold Answer:      [['The Last Supper']]
Predicted Ans:    The Last Supper
Predicted Path:   Stacy Title --[(INV) directed_by]--> The Last Supper --[directed_by]--> Stacy Title --[(INV) directed_by]--> The Last Supper
Path (Raw):       Stacy Title --[(INV) directed_by]--> The Last Supper --[directed_by]--> Stacy Title --[(INV) directed_by]--> The Last Supper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by rosalinde mynster
Start Entity:     Rosalinde Mynster
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Rosalinde Mynster --[(INV) starred_actors]--> Worlds Apart --[has_genre]--> Drama
Path (Raw):       Rosalinde Mynster --[No Operation]--> Rosalinde Mynster --[(INV) starred_actors]--> Worlds Apart --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by dominic murphy in
Start Entity:     Dominic Murphy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dominic Murphy --[(INV) directed_by]--> White Lightnin' --[has_genre]--> Drama
Path (Raw):       Dominic Murphy --[No Operation]--> Dominic Murphy --[(INV) directed_by]--> White Lightnin' --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with hart bochner
Start Entity:     Hart Bochner
Gold Answer:      [['George C. Scott', 'David Hemmings', 'Gilbert Roland', 'Steven Weber', 'Bridget Fonda', 'Colin Firth', 'Kiefer Sutherland']]
Predicted Ans:    George C. Scott
Predicted Path:   Hart Bochner --[(INV) starred_actors]--> Islands in the Stream --[starred_actors]--> George C. Scott
Path (Raw):       Hart Bochner --[No Operation]--> Hart Bochner --[(INV) starred_actors]--> Islands in the Stream --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.027688
Path Entropy(↓):  0.135116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by samuli edelmann were released in which years
Start Entity:     Samuli Edelmann
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2006
Predicted Path:   Samuli Edelmann --[(INV) starred_actors]--> Cargo --[release_year]--> 2006
Path (Raw):       Samuli Edelmann --[No Operation]--> Samuli Edelmann --[(INV) starred_actors]--> Cargo --[release_year]--> 2006
Neg LogProb(↓):   0.623598
Path Entropy(↓):  0.690575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film morning glory
Start Entity:     Morning Glory
Gold Answer:      [['2008', '1932', '2004']]
Predicted Ans:    2004
Predicted Path:   Morning Glory --[written_by]--> Aline Brosh McKenna --[(INV) written_by]--> Laws of Attraction --[release_year]--> 2004
Path (Raw):       Morning Glory --[written_by]--> Aline Brosh McKenna --[(INV) written_by]--> Laws of Attraction --[release_year]--> 2004
Neg LogProb(↓):   0.141369
Path Entropy(↓):  0.508918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by claude miller were in which languages
Start Entity:     Claude Miller
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Claude Miller --[(INV) directed_by]--> The Little Thief --[in_language]--> French
Path (Raw):       Claude Miller --[No Operation]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[in_language]--> French
Neg LogProb(↓):   0.605988
Path Entropy(↓):  0.823125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing daisies
Start Entity:     Daisies
Gold Answer:      [['strange', 'czech']]
Predicted Ans:    czech
Predicted Path:   Daisies --[has_tags]--> czech --[(INV) has_tags]--> Autumn Spring --[has_tags]--> czech
Path (Raw):       Daisies --[has_tags]--> czech --[(INV) has_tags]--> Autumn Spring --[has_tags]--> czech
Neg LogProb(↓):   0.061883
Path Entropy(↓):  0.231530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by mark r. burns were in which genres
Start Entity:     Mark R. Burns
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mark R. Burns --[(INV) written_by]--> She-Devil --[has_genre]--> Comedy
Path (Raw):       Mark R. Burns --[No Operation]--> Mark R. Burns --[(INV) written_by]--> She-Devil --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with edward abbey
Start Entity:     Edward Abbey
Gold Answer:      [['Dalton Trumbo']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Edward Abbey --[(INV) written_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Path (Raw):       Edward Abbey --[No Operation]--> Edward Abbey --[(INV) written_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.021723
Path Entropy(↓):  0.103850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of victor salva written films
Start Entity:     Victor Salva
Gold Answer:      [['Darin Scott']]
Predicted Ans:    The Nature of the Beast
Predicted Path:   Victor Salva --[(INV) directed_by]--> Powder --[directed_by]--> Victor Salva --[(INV) directed_by]--> The Nature of the Beast
Path (Raw):       Victor Salva --[(INV) directed_by]--> Powder --[directed_by]--> Victor Salva --[(INV) directed_by]--> The Nature of the Beast
Neg LogProb(↓):   1.162688
Path Entropy(↓):  1.998243
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie sheitan were in which genres
Start Entity:     Sheitan
Gold Answer:      [['Drama']]
Predicted Ans:    Comedy
Predicted Path:   Sheitan --[directed_by]--> Kim Chapiron --[(INV) directed_by]--> Sheitan --[has_genre]--> Comedy
Path (Raw):       Sheitan --[directed_by]--> Kim Chapiron --[(INV) directed_by]--> Sheitan --[has_genre]--> Comedy
Neg LogProb(↓):   0.045922
Path Entropy(↓):  0.195088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does alec baldwin appear in
Start Entity:     Alec Baldwin
Gold Answer:      [['The Shadow', 'Miami Blues', "She's Having a Baby", "Heaven's Prisoners", 'Malice', 'A Streetcar Named Desire', 'Lymelife', 'Rise of the Guardians', 'The Marrying Man', 'Beetlejuice', "My Best Friend's Girl", 'The Confession', 'Elizabethtown', 'Ghosts of Mississippi', 'The Hunt for Red October', 'Path to War', 'Fun with Dick and Jane', 'The Getaway', 'The Last Shot', 'Mercury Rising', 'The Edge', 'The Juror', "It's Complicated", 'Prelude to a Kiss']]
Predicted Ans:    She's Having a Baby
Predicted Path:   Alec Baldwin --[(INV) starred_actors]--> Miami Blues --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> She's Having a Baby
Path (Raw):       Alec Baldwin --[(INV) starred_actors]--> Miami Blues --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> She's Having a Baby
Neg LogProb(↓):   1.090912
Path Entropy(↓):  2.032034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by tony cox were directed by who
Start Entity:     Tony Cox
Gold Answer:      [['Terry Zwigoff']]
Predicted Ans:    Terry Zwigoff
Predicted Path:   Tony Cox --[(INV) starred_actors]--> Bad Santa --[directed_by]--> Terry Zwigoff
Path (Raw):       Tony Cox --[No Operation]--> Tony Cox --[(INV) starred_actors]--> Bad Santa --[directed_by]--> Terry Zwigoff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor agnes bruckner appeared in the same movie with who
Start Entity:     Agnes Bruckner
Gold Answer:      [['Sarah Miles', 'William Atherton', 'Rizwan Manji', 'Jonathan Jackson', 'Oliver Reed', 'Patricia Clarkson', 'Klaus Kinski', 'Bruce Campbell', 'Laura Ramsey', 'D.J. Cotrona', 'Nicol Williamson', 'Jake McDorman']]
Predicted Ans:    William Atherton
Predicted Path:   Agnes Bruckner --[(INV) starred_actors]--> The Citizen --[starred_actors]--> William Atherton
Path (Raw):       Agnes Bruckner --[No Operation]--> Agnes Bruckner --[(INV) starred_actors]--> The Citizen --[starred_actors]--> William Atherton
Neg LogProb(↓):   0.204069
Path Entropy(↓):  0.613690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film stacy's knights
Start Entity:     Stacy's Knights
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Stacy's Knights --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       Stacy's Knights --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.404769
Path Entropy(↓):  3.853828
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by edna sherry in
Start Entity:     Edna Sherry
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Edna Sherry --[(INV) written_by]--> Sudden Fear --[has_genre]--> Thriller
Path (Raw):       Edna Sherry --[No Operation]--> Edna Sherry --[(INV) written_by]--> Sudden Fear --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of moon bloodgood starred movies
Start Entity:     Moon Bloodgood
Gold Answer:      [['David DiGilio', 'Nils Gaup']]
Predicted Ans:    Nils Gaup
Predicted Path:   Moon Bloodgood --[(INV) starred_actors]--> Pathfinder --[written_by]--> Nils Gaup
Path (Raw):       Moon Bloodgood --[No Operation]--> Moon Bloodgood --[(INV) starred_actors]--> Pathfinder --[written_by]--> Nils Gaup
Neg LogProb(↓):   0.774919
Path Entropy(↓):  0.968296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the profession of arms
Start Entity:     The Profession of Arms
Gold Answer:      [['1983', '1963', '1978', '2005', '1961']]
Predicted Ans:    2001
Predicted Path:   The Profession of Arms --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> The Profession of Arms --[release_year]--> 2001
Path (Raw):       The Profession of Arms --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> The Profession of Arms --[release_year]--> 2001
Neg LogProb(↓):   0.838025
Path Entropy(↓):  1.173643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the director of vertigo
Start Entity:     Vertigo
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Vertigo --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The Manxman --[directed_by]--> Alfred Hitchcock
Path (Raw):       Vertigo --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The Manxman --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   1.089521
Path Entropy(↓):  1.605819
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for damnation alley
Start Entity:     Damnation Alley
Gold Answer:      [['Roger Zelazny']]
Predicted Ans:    Roger Zelazny
Predicted Path:   Damnation Alley --[written_by]--> Roger Zelazny --[(INV) written_by]--> Damnation Alley --[written_by]--> Roger Zelazny
Path (Raw):       Damnation Alley --[written_by]--> Roger Zelazny --[(INV) written_by]--> Damnation Alley --[written_by]--> Roger Zelazny
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by winston rauch release
Start Entity:     Winston Rauch
Gold Answer:      [['2015']]
Predicted Ans:    2015
Predicted Path:   Winston Rauch --[(INV) written_by]--> The Bronze --[release_year]--> 2015
Path (Raw):       Winston Rauch --[No Operation]--> Winston Rauch --[(INV) written_by]--> The Bronze --[release_year]--> 2015
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by anthony mackie
Start Entity:     Anthony Mackie
Gold Answer:      [['Tanya Hamilton', 'Kathryn Bigelow', 'Brad Furman', 'Preston A. Whitmore II', 'Spike Lee', 'Philippe Caland', 'Tengiz Abuladze']]
Predicted Ans:    Brad Furman
Predicted Path:   Anthony Mackie --[(INV) starred_actors]--> Runner Runner --[directed_by]--> Brad Furman
Path (Raw):       Anthony Mackie --[No Operation]--> Anthony Mackie --[(INV) starred_actors]--> Runner Runner --[directed_by]--> Brad Furman
Neg LogProb(↓):   0.405161
Path Entropy(↓):  0.981602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by john candy fall under
Start Entity:     John Candy
Gold Answer:      [['Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   John Candy --[(INV) starred_actors]--> Volunteers --[has_genre]--> Comedy
Path (Raw):       John Candy --[No Operation]--> John Candy --[(INV) starred_actors]--> Volunteers --[has_genre]--> Comedy
Neg LogProb(↓):   0.666109
Path Entropy(↓):  1.163581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was marla gibbs an actor in
Start Entity:     Marla Gibbs
Gold Answer:      [['The Meteor Man']]
Predicted Ans:    The Meteor Man
Predicted Path:   Marla Gibbs --[(INV) starred_actors]--> The Meteor Man --[starred_actors]--> Marla Gibbs --[(INV) starred_actors]--> The Meteor Man
Path (Raw):       Marla Gibbs --[(INV) starred_actors]--> The Meteor Man --[starred_actors]--> Marla Gibbs --[(INV) starred_actors]--> The Meteor Man
Neg LogProb(↓):   0.003061
Path Entropy(↓):  0.021592
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of what to expect when you're expecting
Start Entity:     What to Expect When You're Expecting
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   What to Expect When You're Expecting --[written_by]--> Shauna Cross --[(INV) written_by]--> Whip It --[has_genre]--> Drama
Path (Raw):       What to Expect When You're Expecting --[written_by]--> Shauna Cross --[(INV) written_by]--> Whip It --[has_genre]--> Drama
Neg LogProb(↓):   0.009538
Path Entropy(↓):  0.054274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of la chienne starred who
Start Entity:     La Chienne
Gold Answer:      [['Odoardo Spadaro', 'Joan Bennett', 'Mila Parély', 'Paulette Dubost', 'Nora Gregor', 'Édouard Delmont', 'Sissy Spacek', 'Ingrid Bergman', 'Anna Magnani', 'Robert Ryan', 'Charles Blavette', 'Jean Gabin', 'Celia Montalván', 'Jean Marais', 'María Félix', 'Esmond Knight', 'Arthur Shields', 'Nora Swinburne', 'Mel Gibson', 'Charles Bickford']]
Predicted Ans:    Jean Gabin
Predicted Path:   La Chienne --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       La Chienne --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.268067
Path Entropy(↓):  0.613119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the so long letty director release
Start Entity:     So Long Letty
Gold Answer:      [['1934', '1949', '1933', '1939', '1950', '1940', '1942', '1936', '1938', '1937', '1984', '1931', '1943']]
Predicted Ans:    1936
Predicted Path:   So Long Letty --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Gold Diggers of 1937 --[release_year]--> 1936
Path (Raw):       So Long Letty --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Gold Diggers of 1937 --[release_year]--> 1936
Neg LogProb(↓):   1.650750
Path Entropy(↓):  2.396154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed les mistons
Start Entity:     Les Mistons
Gold Answer:      [['Blake Edwards', 'Marcel Moussy', 'Charles Williams', 'Henry James', 'Ray Bradbury', 'François Truffaut', 'Cornell Woolrich']]
Predicted Ans:    Blake Edwards
Predicted Path:   Les Mistons --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Les Mistons --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.429853
Path Entropy(↓):  2.652544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of 8 mile
Start Entity:     8 Mile
Gold Answer:      [['Scott Silver']]
Predicted Ans:    Curtis Hanson
Predicted Path:   8 Mile --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile --[directed_by]--> Curtis Hanson
Path (Raw):       8 Mile --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   0.000610
Path Entropy(↓):  0.005133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie hello, dolly!
Start Entity:     Hello, Dolly!
Gold Answer:      [['Michael Crawford', 'Marianne McAndrew', 'Barbra Streisand', 'Walter Matthau']]
Predicted Ans:    Walter Matthau
Predicted Path:   Hello, Dolly! --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Path (Raw):       Hello, Dolly! --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.734767
Path Entropy(↓):  1.318722
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film elysium were released in which years
Start Entity:     Elysium
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1956', '1976', '1990', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    2006
Predicted Path:   Elysium --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[release_year]--> 2006
Path (Raw):       Elysium --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[release_year]--> 2006
Neg LogProb(↓):   0.983522
Path Entropy(↓):  2.172654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the haunted world of el superbeasto
Start Entity:     The Haunted World of El Superbeasto
Gold Answer:      [['John Carpenter', 'Debra Hill', 'Rob Zombie']]
Predicted Ans:    John Carpenter
Predicted Path:   The Haunted World of El Superbeasto --[directed_by]--> Rob Zombie --[(INV) directed_by]--> Halloween --[written_by]--> John Carpenter
Path (Raw):       The Haunted World of El Superbeasto --[directed_by]--> Rob Zombie --[(INV) directed_by]--> Halloween --[written_by]--> John Carpenter
Neg LogProb(↓):   0.989748
Path Entropy(↓):  1.627522
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by paul auster
Start Entity:     Paul Auster
Gold Answer:      [['Drama', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Auster --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Path (Raw):       Paul Auster --[No Operation]--> Paul Auster --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Neg LogProb(↓):   0.227820
Path Entropy(↓):  0.505612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Hans weingartner directed which movies
Start Entity:     Hans Weingartner
Gold Answer:      [['The Edukators', 'The White Sound']]
Predicted Ans:    The Edukators
Predicted Path:   Hans Weingartner --[(INV) directed_by]--> The Edukators --[directed_by]--> Hans Weingartner --[(INV) directed_by]--> The Edukators
Path (Raw):       Hans Weingartner --[(INV) directed_by]--> The Edukators --[directed_by]--> Hans Weingartner --[(INV) directed_by]--> The Edukators
Neg LogProb(↓):   0.000687
Path Entropy(↓):  0.005806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by benno furmann release
Start Entity:     Benno Fürmann
Gold Answer:      [['2008', '2000', '2003', '2001']]
Predicted Ans:    2000
Predicted Path:   Benno Fürmann --[(INV) starred_actors]--> The Princess and the Warrior --[release_year]--> 2000
Path (Raw):       Benno Fürmann --[No Operation]--> Benno Fürmann --[(INV) starred_actors]--> The Princess and the Warrior --[release_year]--> 2000
Neg LogProb(↓):   0.083058
Path Entropy(↓):  0.352947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by helmut dietl were released in which years
Start Entity:     Helmut Dietl
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Helmut Dietl --[(INV) written_by]--> Schtonk! --[release_year]--> 1992
Path (Raw):       Helmut Dietl --[No Operation]--> Helmut Dietl --[(INV) written_by]--> Schtonk! --[release_year]--> 1992
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did james k. shea direct
Start Entity:     James K. Shea
Gold Answer:      [['Planet of Dinosaurs']]
Predicted Ans:    Planet of Dinosaurs
Predicted Path:   James K. Shea --[(INV) directed_by]--> Planet of Dinosaurs --[directed_by]--> James K. Shea --[(INV) directed_by]--> Planet of Dinosaurs
Path (Raw):       James K. Shea --[(INV) directed_by]--> Planet of Dinosaurs --[directed_by]--> James K. Shea --[(INV) directed_by]--> Planet of Dinosaurs
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of tender mercies
Start Entity:     Tender Mercies
Gold Answer:      [['Cocoon', 'Deep Impact', 'Stalin', 'Crossfire Trail', 'Joe Kidd', 'The Judge', 'The Great Santini', 'The Paper', 'Countdown', 'Network', "Jayne Mansfield's Car", 'Four Christmases', 'The Natural', 'Colors', 'The Killer Elite', 'Seven Days in Utopia', 'A Civil Action', 'A Shot at Glory', 'Days of Thunder', 'The Outfit', 'A Family Thing', 'Apocalypse Now', 'Open Range', 'High Road to China', 'The Rain People', 'A Night in Old Mexico', 'The Eagle Has Landed', 'Rambling Rose', 'Falling Down', 'Assassination Tango', 'THX 1138', 'Phenomenon', 'Get Low', 'The Scarlet Letter', 'Breakout', 'Something to Talk About', 'The Man Who Captured Eichmann', 'Wrestling Ernest Hemingway', 'The Seven-Per-Cent Solution', 'The Great Northfield Minnesota Raid', 'Lawman', 'My New Gun', 'True Confessions', 'Secondhand Lions']]
Predicted Ans:    The Outfit
Predicted Path:   Tender Mercies --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Outfit
Path (Raw):       Tender Mercies --[starred_actors]--> Robert Duvall --[No Operation]--> Robert Duvall --[(INV) starred_actors]--> The Outfit
Neg LogProb(↓):   1.207475
Path Entropy(↓):  1.810929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by kazui nihonmatsu in
Start Entity:     Kazui Nihonmatsu
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Kazui Nihonmatsu --[(INV) written_by]--> The X from Outer Space --[in_language]--> Japanese
Path (Raw):       Kazui Nihonmatsu --[No Operation]--> Kazui Nihonmatsu --[(INV) written_by]--> The X from Outer Space --[in_language]--> Japanese
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film next friday were in which genres
Start Entity:     Next Friday
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Next Friday --[directed_by]--> Steve Carr --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       Next Friday --[directed_by]--> Steve Carr --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.002155
Path Entropy(↓):  0.016508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with bess armstrong
Start Entity:     Bess Armstrong
Gold Answer:      [['Wilford Brimley', 'Tom Selleck', 'Krista Errickson', 'Mark Blankfield', 'Dennis Quaid', 'Tim Thomerson']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Bess Armstrong --[(INV) starred_actors]--> Jaws 3-D --[starred_actors]--> Dennis Quaid
Path (Raw):       Bess Armstrong --[No Operation]--> Bess Armstrong --[(INV) starred_actors]--> Jaws 3-D --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.022035
Path Entropy(↓):  0.106467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in unfaithfully yours
Start Entity:     Unfaithfully Yours
Gold Answer:      [['Albert Brooks', 'Dudley Moore', 'Armand Assante', 'Nastassja Kinski']]
Predicted Ans:    Rudy Vallee
Predicted Path:   Unfaithfully Yours --[starred_actors]--> Rudy Vallee --[(INV) starred_actors]--> The Sin of Harold Diddlebock --[starred_actors]--> Rudy Vallee
Path (Raw):       Unfaithfully Yours --[starred_actors]--> Rudy Vallee --[(INV) starred_actors]--> The Sin of Harold Diddlebock --[starred_actors]--> Rudy Vallee
Neg LogProb(↓):   0.053662
Path Entropy(↓):  0.224395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of johnny mack brown acted films
Start Entity:     Johnny Mack Brown
Gold Answer:      [['1934', '1928']]
Predicted Ans:    1928
Predicted Path:   Johnny Mack Brown --[(INV) starred_actors]--> Our Dancing Daughters --[release_year]--> 1928
Path (Raw):       Johnny Mack Brown --[No Operation]--> Johnny Mack Brown --[(INV) starred_actors]--> Our Dancing Daughters --[release_year]--> 1928
Neg LogProb(↓):   0.341924
Path Entropy(↓):  0.601791
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director j. robert wagoner
Start Entity:     J. Robert Wagoner
Gold Answer:      [['Rudy Ray Moore', 'Carol Speed']]
Predicted Ans:    Rudy Ray Moore
Predicted Path:   J. Robert Wagoner --[(INV) directed_by]--> Disco Godfather --[starred_actors]--> Rudy Ray Moore
Path (Raw):       J. Robert Wagoner --[No Operation]--> J. Robert Wagoner --[(INV) directed_by]--> Disco Godfather --[starred_actors]--> Rudy Ray Moore
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie the lego movie in a few words
Start Entity:     The Lego Movie
Gold Answer:      [['morgan freeman', 'chris pratt', 'phil lord', 'christopher miller', 'liam neeson']]
Predicted Ans:    chris pratt
Predicted Path:   The Lego Movie --[has_tags]--> chris pratt --[(INV) has_tags]--> The Lego Movie --[has_tags]--> chris pratt
Path (Raw):       The Lego Movie --[has_tags]--> chris pratt --[(INV) has_tags]--> The Lego Movie --[has_tags]--> chris pratt
Neg LogProb(↓):   0.080915
Path Entropy(↓):  0.332324
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the shipping news
Start Entity:     The Shipping News
Gold Answer:      [['Simon Beaufoy', 'Astrid Lindgren', 'Joanne Harris', 'Reidar Jönsson', 'Nicholas Sparks', 'Peter Hedges', 'Robert Nelson Jacobs', 'Claire Denis', 'William Wheeler', 'Lasse Hallström', 'Clifford Irving', 'Mark Spragg', 'Paul Torday', 'John Irving', 'Callie Khouri', 'Steven Knight', 'Richard C. Morais']]
Predicted Ans:    Lasse Hallström
Predicted Path:   The Shipping News --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[written_by]--> Lasse Hallström
Path (Raw):       The Shipping News --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[written_by]--> Lasse Hallström
Neg LogProb(↓):   1.319108
Path Entropy(↓):  1.874110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by paul anderson were released in which years
Start Entity:     Paul Anderson
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Paul Anderson --[(INV) starred_actors]--> '71 --[release_year]--> 2014
Path (Raw):       Paul Anderson --[No Operation]--> Paul Anderson --[(INV) starred_actors]--> '71 --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the horse's mouth also appears in which movies
Start Entity:     The Horse's Mouth
Gold Answer:      [['The Mudlark', 'Tunes of Glory', 'Kind Hearts and Coronets', 'Little Lord Fauntleroy', 'Last Holiday', 'Our Man in Havana', 'The Bridge on the River Kwai', 'The Ladykillers', 'Cromwell', 'The Fall of the Roman Empire', 'Lovesick', 'The Lavender Hill Mob', 'The Prisoner', 'The Man in the White Suit', 'The Swan', 'A Run for Your Money', "The Captain's Paradise", 'The Quiller Memorandum', 'Oliver Twist']]
Predicted Ans:    Cromwell
Predicted Path:   The Horse's Mouth --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Cromwell
Path (Raw):       The Horse's Mouth --[starred_actors]--> Alec Guinness --[No Operation]--> Alec Guinness --[(INV) starred_actors]--> Cromwell
Neg LogProb(↓):   1.103405
Path Entropy(↓):  1.978661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the hit was
Start Entity:     The Hit
Gold Answer:      [['Stephen Frears']]
Predicted Ans:    Stephen Frears
Predicted Path:   The Hit --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[directed_by]--> Stephen Frears
Path (Raw):       The Hit --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[directed_by]--> Stephen Frears
Neg LogProb(↓):   1.095501
Path Entropy(↓):  1.558558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by nick damici
Start Entity:     Nick Damici
Gold Answer:      [['Jim Mickle']]
Predicted Ans:    Jim Mickle
Predicted Path:   Nick Damici --[(INV) written_by]--> Cold in July --[directed_by]--> Jim Mickle
Path (Raw):       Nick Damici --[No Operation]--> Nick Damici --[(INV) written_by]--> Cold in July --[directed_by]--> Jim Mickle
Neg LogProb(↓):   0.093995
Path Entropy(↓):  0.378892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of all or nothing also wrote which films
Start Entity:     All or Nothing
Gold Answer:      [['High Hopes', 'Vera Drake', 'Meantime', 'Topsy-Turvy', 'Another Year', 'Career Girls', 'Bleak Moments', 'Four Days in July', 'Naked', 'Mr. Turner', 'Life Is Sweet', "Abigail's Party", 'Happy-Go-Lucky']]
Predicted Ans:    Topsy-Turvy
Predicted Path:   All or Nothing --[written_by]--> Mike Leigh --[(INV) written_by]--> Topsy-Turvy
Path (Raw):       All or Nothing --[written_by]--> Mike Leigh --[(INV) written_by]--> Topsy-Turvy --[No Operation]--> Topsy-Turvy
Neg LogProb(↓):   0.504845
Path Entropy(↓):  1.289446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the night the lights went out in georgia
Start Entity:     The Night the Lights Went Out in Georgia
Gold Answer:      [['Dalene Young', 'Kimi Peck', 'Ronald F. Maxwell', 'Michael Shaara']]
Predicted Ans:    Michael Shaara
Predicted Path:   The Night the Lights Went Out in Georgia --[directed_by]--> Ronald F. Maxwell --[(INV) directed_by]--> Gettysburg --[written_by]--> Michael Shaara
Path (Raw):       The Night the Lights Went Out in Georgia --[directed_by]--> Ronald F. Maxwell --[(INV) directed_by]--> Gettysburg --[written_by]--> Michael Shaara
Neg LogProb(↓):   0.300490
Path Entropy(↓):  0.673015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with jane russell
Start Entity:     Jane Russell
Gold Answer:      [['Bob Hope', 'Elliott Reid', 'Charles Coburn', 'Robert Mitchum', 'Walter Huston', 'Jack Buetel', 'Clark Gable', 'Thomas Mitchell', 'Robert Ryan', 'Roy Rogers', 'Buster Keaton', 'Victor Mature', 'Frank Sinatra', 'Marilyn Monroe', 'Groucho Marx', 'Vincent Price', 'William Bendix']]
Predicted Ans:    Jane Russell
Predicted Path:   Jane Russell --[(INV) starred_actors]--> Double Dynamite --[starred_actors]--> Jane Russell
Path (Raw):       Jane Russell --[No Operation]--> Jane Russell --[(INV) starred_actors]--> Double Dynamite --[starred_actors]--> Jane Russell
Neg LogProb(↓):   0.760740
Path Entropy(↓):  1.563418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies together with erick zonca
Start Entity:     Erick Zonca
Gold Answer:      [['Fred Zinnemann']]
Predicted Ans:    Fred Zinnemann
Predicted Path:   Erick Zonca --[(INV) directed_by]--> Julia --[directed_by]--> Fred Zinnemann
Path (Raw):       Erick Zonca --[No Operation]--> Erick Zonca --[(INV) directed_by]--> Julia --[directed_by]--> Fred Zinnemann
Neg LogProb(↓):   0.310623
Path Entropy(↓):  0.686648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of this movie is broken
Start Entity:     This Movie Is Broken
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   This Movie Is Broken --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       This Movie Is Broken --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.753594
Path Entropy(↓):  4.297871
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by ben falcone
Start Entity:     Ben Falcone
Gold Answer:      [['Susan Sarandon', 'Melissa McCarthy', 'Kathy Bates', 'Allison Janney']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Ben Falcone --[(INV) directed_by]--> Tammy --[starred_actors]--> Susan Sarandon
Path (Raw):       Ben Falcone --[No Operation]--> Ben Falcone --[(INV) directed_by]--> Tammy --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.305798
Path Entropy(↓):  0.577504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by francesco rosi
Start Entity:     Francesco Rosi
Gold Answer:      [['Drama', 'War', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Francesco Rosi --[(INV) directed_by]--> Carmen --[has_genre]--> Drama
Path (Raw):       Francesco Rosi --[No Operation]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[has_genre]--> Drama
Neg LogProb(↓):   0.005468
Path Entropy(↓):  0.034858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by leon g. turrou fall under
Start Entity:     Leon G. Turrou
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Leon G. Turrou --[(INV) written_by]--> Confessions of a Nazi Spy --[has_genre]--> War
Path (Raw):       Leon G. Turrou --[No Operation]--> Leon G. Turrou --[(INV) written_by]--> Confessions of a Nazi Spy --[has_genre]--> War
Neg LogProb(↓):   0.000111
Path Entropy(↓):  0.001122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film gorky park
Start Entity:     Gorky Park
Gold Answer:      [['1980', '1970', '1946', '1954', '2008', '2006', '1985', '1967', '1984', '2007', '1968', '1963', '1998', '2009', '2010', '1982', '1956', '1983', '1972', '1971', '1990', '1996', '1981', '2011', '2013', '1962', '1988', '1964', '1966', '1950', '2005', '1991', '1969', '1965', '1999', '1987', '1986', '1952']]
Predicted Ans:    1956
Predicted Path:   Gorky Park --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Gorky Park --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   2.044760
Path Entropy(↓):  2.639774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by michael jai white
Start Entity:     Michael Jai White
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Michael Jai White --[(INV) starred_actors]--> Tyson --[has_genre]--> Documentary
Path (Raw):       Michael Jai White --[No Operation]--> Michael Jai White --[(INV) starred_actors]--> Tyson --[has_genre]--> Documentary
Neg LogProb(↓):   0.000635
Path Entropy(↓):  0.005863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by june foray
Start Entity:     June Foray
Gold Answer:      [['1986', '1952']]
Predicted Ans:    1952
Predicted Path:   June Foray --[(INV) starred_actors]--> Trick or Treat --[release_year]--> 1952
Path (Raw):       June Foray --[No Operation]--> June Foray --[(INV) starred_actors]--> Trick or Treat --[release_year]--> 1952
Neg LogProb(↓):   0.466741
Path Entropy(↓):  0.660511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie invasion of the body snatchers in a few words
Start Entity:     Invasion of the Body Snatchers
Gold Answer:      [['science fiction', 'national film registry', 'don siegel']]
Predicted Ans:    philip kaufman
Predicted Path:   Invasion of the Body Snatchers --[has_tags]--> philip kaufman --[(INV) has_tags]--> The Wanderers --[has_tags]--> philip kaufman
Path (Raw):       Invasion of the Body Snatchers --[has_tags]--> philip kaufman --[(INV) has_tags]--> The Wanderers --[has_tags]--> philip kaufman
Neg LogProb(↓):   0.045056
Path Entropy(↓):  0.229692
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie hustle were in which genres
Start Entity:     Hustle
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Hustle --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> Mississippi Mermaid --[has_genre]--> Drama
Path (Raw):       Hustle --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> Mississippi Mermaid --[has_genre]--> Drama
Neg LogProb(↓):   1.692999
Path Entropy(↓):  2.570595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie re - cycle starred who
Start Entity:     Re-cycle
Gold Answer:      [['Angelica Lee']]
Predicted Ans:    Angelica Lee
Predicted Path:   Re-cycle --[starred_actors]--> Angelica Lee --[(INV) starred_actors]--> Re-cycle --[starred_actors]--> Angelica Lee
Path (Raw):       Re-cycle --[starred_actors]--> Angelica Lee --[(INV) starred_actors]--> Re-cycle --[starred_actors]--> Angelica Lee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of undiscovered
Start Entity:     Undiscovered
Gold Answer:      [['Far from Home']]
Predicted Ans:    Far from Home
Predicted Path:   Undiscovered --[directed_by]--> Meiert Avis --[(INV) directed_by]--> Far from Home
Path (Raw):       Undiscovered --[directed_by]--> Meiert Avis --[(INV) directed_by]--> Far from Home --[No Operation]--> Far from Home
Neg LogProb(↓):   0.008060
Path Entropy(↓):  0.055179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of blast of silence
Start Entity:     Blast of Silence
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Blast of Silence --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       Blast of Silence --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   1.600727
Path Entropy(↓):  3.117130
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the last supper
Start Entity:     The Last Supper
Gold Answer:      [['Stacy Title']]
Predicted Ans:    Stacy Title
Predicted Path:   The Last Supper --[directed_by]--> Stacy Title --[(INV) directed_by]--> The Last Supper --[directed_by]--> Stacy Title
Path (Raw):       The Last Supper --[directed_by]--> Stacy Title --[(INV) directed_by]--> The Last Supper --[directed_by]--> Stacy Title
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did joan lorring act in
Start Entity:     Joan Lorring
Gold Answer:      [['The Verdict', 'Three Strangers', 'The Big Night']]
Predicted Ans:    The Big Night
Predicted Path:   Joan Lorring --[(INV) starred_actors]--> The Big Night --[starred_actors]--> John Drew Barrymore --[(INV) starred_actors]--> The Big Night
Path (Raw):       Joan Lorring --[(INV) starred_actors]--> The Big Night --[starred_actors]--> John Drew Barrymore --[(INV) starred_actors]--> The Big Night
Neg LogProb(↓):   0.813111
Path Entropy(↓):  1.192554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ted sears written films
Start Entity:     Ted Sears
Gold Answer:      [['1959', '1940', '1953', '2002', '2011', '1937']]
Predicted Ans:    1940
Predicted Path:   Ted Sears --[(INV) written_by]--> Pinocchio --[release_year]--> 1940
Path (Raw):       Ted Sears --[No Operation]--> Ted Sears --[(INV) written_by]--> Pinocchio --[release_year]--> 1940
Neg LogProb(↓):   0.148743
Path Entropy(↓):  0.508440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by voyage to the bottom of the sea writers release
Start Entity:     Voyage to the Bottom of the Sea
Gold Answer:      [['1962', '1960', '1940', '1938', '1929']]
Predicted Ans:    1960
Predicted Path:   Voyage to the Bottom of the Sea --[written_by]--> Irwin Allen --[(INV) written_by]--> The Lost World --[release_year]--> 1960
Path (Raw):       Voyage to the Bottom of the Sea --[written_by]--> Irwin Allen --[(INV) written_by]--> The Lost World --[release_year]--> 1960
Neg LogProb(↓):   0.153110
Path Entropy(↓):  0.533623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by robert young were in which genres
Start Entity:     Robert Young
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Mystery', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Robert Young --[(INV) starred_actors]--> Sitting Pretty --[has_genre]--> Comedy
Path (Raw):       Robert Young --[No Operation]--> Robert Young --[(INV) starred_actors]--> Sitting Pretty --[has_genre]--> Comedy
Neg LogProb(↓):   0.520864
Path Entropy(↓):  0.993241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed morituri
Start Entity:     Morituri
Gold Answer:      [['Bernhard Wicki']]
Predicted Ans:    Bernhard Wicki
Predicted Path:   Morituri --[directed_by]--> Bernhard Wicki --[(INV) directed_by]--> The Visit --[directed_by]--> Bernhard Wicki
Path (Raw):       Morituri --[directed_by]--> Bernhard Wicki --[(INV) directed_by]--> The Visit --[directed_by]--> Bernhard Wicki
Neg LogProb(↓):   0.206756
Path Entropy(↓):  0.581242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by paul logan
Start Entity:     Paul Logan
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Paul Logan --[(INV) starred_actors]--> Mega Piranha --[has_genre]--> Horror
Path (Raw):       Paul Logan --[No Operation]--> Paul Logan --[(INV) starred_actors]--> Mega Piranha --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by garry shandling were directed by who
Start Entity:     Garry Shandling
Gold Answer:      [['Glenn Gordon Caron', 'Tim Johnson', 'Mike Nichols', 'Karey Kirkpatrick', 'Leo McCarey']]
Predicted Ans:    Leo McCarey
Predicted Path:   Garry Shandling --[(INV) starred_actors]--> Love Affair --[directed_by]--> Leo McCarey
Path (Raw):       Garry Shandling --[No Operation]--> Garry Shandling --[(INV) starred_actors]--> Love Affair --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.819298
Path Entropy(↓):  1.439357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film kelly's heroes were in which genres
Start Entity:     Kelly's Heroes
Gold Answer:      [['Sport', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Kelly's Heroes --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> For a Few Dollars More --[has_genre]--> Western
Path (Raw):       Kelly's Heroes --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> For a Few Dollars More --[has_genre]--> Western
Neg LogProb(↓):   0.710876
Path Entropy(↓):  2.002261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in dial 1119
Start Entity:     Dial 1119
Gold Answer:      [['Amelia Reynolds Long']]
Predicted Ans:    Amelia Reynolds Long
Predicted Path:   Dial 1119 --[starred_actors]--> Marshall Thompson --[(INV) starred_actors]--> Fiend Without a Face --[written_by]--> Amelia Reynolds Long
Path (Raw):       Dial 1119 --[starred_actors]--> Marshall Thompson --[(INV) starred_actors]--> Fiend Without a Face --[written_by]--> Amelia Reynolds Long
Neg LogProb(↓):   0.000256
Path Entropy(↓):  0.002371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed spirits of the dead
Start Entity:     Spirits of the Dead
Gold Answer:      [['1980', '1970', '1954', '1992', '1985', '1967', '1974', '1984', '1968', '1963', '1973', '1953', '1994', '1983', '1976', '1972', '1971', '1990', '1981', '1955', '1962', '1988', '1934', '1978', '1975', '1950', '1960', '1965', '1987', '1986', '1952', '1958']]
Predicted Ans:    1968
Predicted Path:   Spirits of the Dead --[directed_by]--> Louis Malle --[(INV) directed_by]--> Spirits of the Dead --[release_year]--> 1968
Path (Raw):       Spirits of the Dead --[directed_by]--> Louis Malle --[(INV) directed_by]--> Spirits of the Dead --[release_year]--> 1968
Neg LogProb(↓):   0.838886
Path Entropy(↓):  1.902922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of coral reef adventure
Start Entity:     Coral Reef Adventure
Gold Answer:      [['Meryl Streep']]
Predicted Ans:    Liam Neeson
Predicted Path:   Coral Reef Adventure --[directed_by]--> Greg MacGillivray --[(INV) directed_by]--> Coral Reef Adventure --[starred_actors]--> Liam Neeson
Path (Raw):       Coral Reef Adventure --[directed_by]--> Greg MacGillivray --[(INV) directed_by]--> Coral Reef Adventure --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.000970
Path Entropy(↓):  0.007745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in holes
Start Entity:     Holes
Gold Answer:      [['Tim Blake Nelson', 'Sigourney Weaver', 'Jon Voight', 'Shia LaBeouf']]
Predicted Ans:    Jon Voight
Predicted Path:   Holes --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Lookin' to Get Out --[starred_actors]--> Jon Voight
Path (Raw):       Holes --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Lookin' to Get Out --[starred_actors]--> Jon Voight
Neg LogProb(↓):   0.053448
Path Entropy(↓):  0.255558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by susan traylor
Start Entity:     Susan Traylor
Gold Answer:      [['David Baer', 'John McMahon', 'Scott Ziehl']]
Predicted Ans:    John McMahon
Predicted Path:   Susan Traylor --[(INV) starred_actors]--> Broken Vessels --[written_by]--> John McMahon
Path (Raw):       Susan Traylor --[No Operation]--> Susan Traylor --[(INV) starred_actors]--> Broken Vessels --[written_by]--> John McMahon
Neg LogProb(↓):   0.075889
Path Entropy(↓):  0.265706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by andrew geer
Start Entity:     Andrew Geer
Gold Answer:      [['Lyle Bettger', 'David Farrar', 'John Wayne', 'Lana Turner']]
Predicted Ans:    John Wayne
Predicted Path:   Andrew Geer --[(INV) written_by]--> The Sea Chase --[starred_actors]--> John Wayne
Path (Raw):       Andrew Geer --[No Operation]--> Andrew Geer --[(INV) written_by]--> The Sea Chase --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.002122
Path Entropy(↓):  0.015222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of pure country
Start Entity:     Pure Country
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Pure Country --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Pure Country --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.357363
Path Entropy(↓):  4.560827
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by william conrad
Start Entity:     William Conrad
Gold Answer:      [['Louise Fletcher', 'Cliff Robertson', 'Jeffrey Hunter', 'Rodrigo Santoro', 'Christopher Walken', 'Anne Francis', 'Natalie Wood', 'Othon Bastos']]
Predicted Ans:    Cliff Robertson
Predicted Path:   William Conrad --[(INV) directed_by]--> Brainstorm --[starred_actors]--> Cliff Robertson
Path (Raw):       William Conrad --[No Operation]--> William Conrad --[(INV) directed_by]--> Brainstorm --[starred_actors]--> Cliff Robertson
Neg LogProb(↓):   0.508209
Path Entropy(↓):  1.015874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film lapland odyssey
Start Entity:     Lapland Odyssey
Gold Answer:      [['2005']]
Predicted Ans:    2010
Predicted Path:   Lapland Odyssey --[starred_actors]--> Pamela Tola --[(INV) starred_actors]--> Lapland Odyssey --[release_year]--> 2010
Path (Raw):       Lapland Odyssey --[starred_actors]--> Pamela Tola --[(INV) starred_actors]--> Lapland Odyssey --[release_year]--> 2010
Neg LogProb(↓):   0.655297
Path Entropy(↓):  1.251282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed a goofy movie
Start Entity:     A Goofy Movie
Gold Answer:      [['2000', '1999', '2013', '2007']]
Predicted Ans:    1999
Predicted Path:   A Goofy Movie --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[release_year]--> 1999
Path (Raw):       A Goofy Movie --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[release_year]--> 1999
Neg LogProb(↓):   0.595404
Path Entropy(↓):  0.847661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did carrie snodgress star in
Start Entity:     Carrie Snodgress
Gold Answer:      [["Murphy's Law", 'Blue Sky', 'Diary of a Mad Housewife', 'The Fury']]
Predicted Ans:    Blue Sky
Predicted Path:   Carrie Snodgress --[(INV) starred_actors]--> Blue Sky --[written_by]--> Jerry Leichtling --[(INV) written_by]--> Blue Sky
Path (Raw):       Carrie Snodgress --[(INV) starred_actors]--> Blue Sky --[written_by]--> Jerry Leichtling --[(INV) written_by]--> Blue Sky
Neg LogProb(↓):   0.177760
Path Entropy(↓):  0.638639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in live flesh
Start Entity:     Live Flesh
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Live Flesh --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Live Flesh --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.314497
Path Entropy(↓):  2.108327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is k - 11
Start Entity:     K-11
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   K-11 --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       K-11 --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.153321
Path Entropy(↓):  4.440858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by richard harmon in
Start Entity:     Richard Harmon
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Richard Harmon --[(INV) starred_actors]--> Judas Kiss --[has_genre]--> Drama
Path (Raw):       Richard Harmon --[No Operation]--> Richard Harmon --[(INV) starred_actors]--> Judas Kiss --[has_genre]--> Drama
Neg LogProb(↓):   0.211958
Path Entropy(↓):  0.550340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of 11 harrowhouse
Start Entity:     11 Harrowhouse
Gold Answer:      [['Aram Avakian']]
Predicted Ans:    Aram Avakian
Predicted Path:   11 Harrowhouse --[directed_by]--> Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse --[directed_by]--> Aram Avakian
Path (Raw):       11 Harrowhouse --[directed_by]--> Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse --[directed_by]--> Aram Avakian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by michael hofmann
Start Entity:     Michael Hofmann
Gold Answer:      [['Jamie Chung', "Matt O'Leary", 'Beau Bridges', 'Félix de Givry']]
Predicted Ans:    Beau Bridges
Predicted Path:   Michael Hofmann --[(INV) directed_by]--> Eden --[starred_actors]--> Beau Bridges
Path (Raw):       Michael Hofmann --[No Operation]--> Michael Hofmann --[(INV) directed_by]--> Eden --[starred_actors]--> Beau Bridges
Neg LogProb(↓):   0.002725
Path Entropy(↓):  0.021443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by dany boon were in which languages
Start Entity:     Dany Boon
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Dany Boon --[(INV) directed_by]--> Supercondriaque --[in_language]--> French
Path (Raw):       Dany Boon --[No Operation]--> Dany Boon --[(INV) directed_by]--> Supercondriaque --[in_language]--> French
Neg LogProb(↓):   0.045422
Path Entropy(↓):  0.182285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with james sallis
Start Entity:     James Sallis
Gold Answer:      [['Hossein Amini']]
Predicted Ans:    Hossein Amini
Predicted Path:   James Sallis --[(INV) written_by]--> Drive --[written_by]--> Hossein Amini
Path (Raw):       James Sallis --[No Operation]--> James Sallis --[(INV) written_by]--> Drive --[written_by]--> Hossein Amini
Neg LogProb(↓):   0.005338
Path Entropy(↓):  0.033184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with look who's talking fall under
Start Entity:     Look Who's Talking
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Short', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    War
Predicted Path:   Look Who's Talking --[starred_actors]--> George Segal --[(INV) starred_actors]--> The Bridge at Remagen --[has_genre]--> War
Path (Raw):       Look Who's Talking --[starred_actors]--> George Segal --[(INV) starred_actors]--> The Bridge at Remagen --[has_genre]--> War
Neg LogProb(↓):   0.715084
Path Entropy(↓):  1.323168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter shannon hale co - wrote movies with who
Start Entity:     Shannon Hale
Gold Answer:      [['Jerusha Hess']]
Predicted Ans:    Jerusha Hess
Predicted Path:   Shannon Hale --[(INV) written_by]--> Austenland --[written_by]--> Jerusha Hess
Path (Raw):       Shannon Hale --[No Operation]--> Shannon Hale --[(INV) written_by]--> Austenland --[written_by]--> Jerusha Hess
Neg LogProb(↓):   0.056334
Path Entropy(↓):  0.212346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie high hopes
Start Entity:     High Hopes
Gold Answer:      [['Mike Leigh']]
Predicted Ans:    Mike Leigh
Predicted Path:   High Hopes --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Mr. Turner --[written_by]--> Mike Leigh
Path (Raw):       High Hopes --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Mr. Turner --[written_by]--> Mike Leigh
Neg LogProb(↓):   0.889420
Path Entropy(↓):  1.575681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie my sassy girl
Start Entity:     My Sassy Girl
Gold Answer:      [['remake']]
Predicted Ans:    remake
Predicted Path:   My Sassy Girl --[has_tags]--> remake --[(INV) has_tags]--> Night of the Living Dead 3D --[has_tags]--> remake
Path (Raw):       My Sassy Girl --[has_tags]--> remake --[(INV) has_tags]--> Night of the Living Dead 3D --[has_tags]--> remake
Neg LogProb(↓):   0.043418
Path Entropy(↓):  0.218293
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of bicycle thieves also directed which movies
Start Entity:     Bicycle Thieves
Gold Answer:      [['After the Fox', "Boccaccio '70", 'Sunflower', 'The Gold of Naples', 'Shoeshine', 'The Children Are Watching Us', 'Marriage Italian Style', 'Miracle in Milan', 'Yesterday, Today and Tomorrow', 'The Garden of the Finzi-Continis', 'Umberto D.', 'A Brief Vacation', 'Two Women']]
Predicted Ans:    Miracle in Milan
Predicted Path:   Bicycle Thieves --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Miracle in Milan
Path (Raw):       Bicycle Thieves --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Miracle in Milan --[No Operation]--> Miracle in Milan
Neg LogProb(↓):   1.232652
Path Entropy(↓):  2.179507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by frank sinatra were in which genres
Start Entity:     Frank Sinatra
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Frank Sinatra --[(INV) directed_by]--> None But the Brave --[has_genre]--> War
Path (Raw):       Frank Sinatra --[No Operation]--> Frank Sinatra --[(INV) directed_by]--> None But the Brave --[has_genre]--> War
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with gerry
Start Entity:     Gerry
Gold Answer:      [["I'm Still Here", 'Last Days', 'Good Will Hunting', "Paris, je t'aime", 'Paranoid Park', 'Mala Noche', 'Drugstore Cowboy', 'Elephant', 'Even Cowgirls Get the Blues', 'Promised Land', 'My Own Private Idaho']]
Predicted Ans:    I'm Still Here
Predicted Path:   Gerry --[written_by]--> Casey Affleck --[(INV) written_by]--> I'm Still Here
Path (Raw):       Gerry --[written_by]--> Casey Affleck --[(INV) written_by]--> I'm Still Here --[No Operation]--> I'm Still Here
Neg LogProb(↓):   0.144283
Path Entropy(↓):  0.496686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of neighbors
Start Entity:     Neighbors
Gold Answer:      [['1980', '1970', '2008', '1923', '1992', '1920', '1984', '1998', '2010', '1973', '2014', '1994', '1983', '1976', '1948', '1990', '1989', '1940', '1921', '1926', '2012', '1922', '2013', '1975', '1925', '1929', '1927', '1987', '1928']]
Predicted Ans:    1981
Predicted Path:   Neighbors --[directed_by]--> Nicholas Stoller --[(INV) directed_by]--> Neighbors --[release_year]--> 1981
Path (Raw):       Neighbors --[directed_by]--> Nicholas Stoller --[(INV) directed_by]--> Neighbors --[release_year]--> 1981
Neg LogProb(↓):   1.093184
Path Entropy(↓):  1.607380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor brian geraghty is a co - star of who
Start Entity:     Brian Geraghty
Gold Answer:      [['Marguerite Moreau', 'Jeanette Brox', "Kel O'Neill", 'Anthony Mackie', 'Josh Peck', 'Alice Eve', 'Jeremy Renner']]
Predicted Ans:    Anthony Mackie
Predicted Path:   Brian Geraghty --[(INV) starred_actors]--> The Hurt Locker --[starred_actors]--> Anthony Mackie
Path (Raw):       Brian Geraghty --[No Operation]--> Brian Geraghty --[(INV) starred_actors]--> The Hurt Locker --[starred_actors]--> Anthony Mackie
Neg LogProb(↓):   0.426289
Path Entropy(↓):  0.728036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by shirley henderson
Start Entity:     Shirley Henderson
Gold Answer:      [['Michael Winterbottom', 'Oliver Parker', 'James Cox', 'Sally Potter', 'Todd Solondz']]
Predicted Ans:    Todd Solondz
Predicted Path:   Shirley Henderson --[(INV) starred_actors]--> Life During Wartime --[directed_by]--> Todd Solondz
Path (Raw):       Shirley Henderson --[No Operation]--> Shirley Henderson --[(INV) starred_actors]--> Life During Wartime --[directed_by]--> Todd Solondz
Neg LogProb(↓):   0.034832
Path Entropy(↓):  0.156334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie the perils of pauline
Start Entity:     The Perils of Pauline
Gold Answer:      [['bd-r', 'george marshall']]
Predicted Ans:    george marshall
Predicted Path:   The Perils of Pauline --[has_tags]--> george marshall --[(INV) has_tags]--> The Gazebo --[has_tags]--> george marshall
Path (Raw):       The Perils of Pauline --[has_tags]--> george marshall --[(INV) has_tags]--> The Gazebo --[has_tags]--> george marshall
Neg LogProb(↓):   0.754000
Path Entropy(↓):  0.922869
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did christopher collet act in
Start Entity:     Christopher Collet
Gold Answer:      [['Firstborn']]
Predicted Ans:    Cat Chaser
Predicted Path:   Christopher Collet --[(INV) starred_actors]--> Firstborn --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Cat Chaser
Path (Raw):       Christopher Collet --[(INV) starred_actors]--> Firstborn --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Cat Chaser
Neg LogProb(↓):   0.435022
Path Entropy(↓):  0.917568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What type of film is six shooter
Start Entity:     Six Shooter
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Six Shooter --[has_genre]--> Short --[(INV) has_genre]--> Boundin' --[has_genre]--> Short
Path (Raw):       Six Shooter --[has_genre]--> Short --[(INV) has_genre]--> Boundin' --[has_genre]--> Short
Neg LogProb(↓):   0.855707
Path Entropy(↓):  1.335451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did israel horovitz direct
Start Entity:     Israel Horovitz
Gold Answer:      [['My Old Lady']]
Predicted Ans:    Random Hearts
Predicted Path:   Israel Horovitz --[(INV) directed_by]--> My Old Lady --[has_tags]--> kristin scott thomas --[(INV) has_tags]--> Random Hearts
Path (Raw):       Israel Horovitz --[(INV) directed_by]--> My Old Lady --[has_tags]--> kristin scott thomas --[(INV) has_tags]--> Random Hearts
Neg LogProb(↓):   0.570587
Path Entropy(↓):  1.315993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films written by alex gibney release
Start Entity:     Alex Gibney
Gold Answer:      [['2011', '2013', '2010', '2007']]
Predicted Ans:    2010
Predicted Path:   Alex Gibney --[(INV) written_by]--> Casino Jack and the United States of Money --[release_year]--> 2010
Path (Raw):       Alex Gibney --[No Operation]--> Alex Gibney --[(INV) written_by]--> Casino Jack and the United States of Money --[release_year]--> 2010
Neg LogProb(↓):   1.033916
Path Entropy(↓):  1.209685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with princess mononoke fall under
Start Entity:     Princess Mononoke
Gold Answer:      [['Biography', 'Drama', 'Fantasy', 'Animation', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Princess Mononoke --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Porco Rosso --[has_genre]--> Adventure
Path (Raw):       Princess Mononoke --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Porco Rosso --[has_genre]--> Adventure
Neg LogProb(↓):   1.051814
Path Entropy(↓):  1.382179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed clash by night
Start Entity:     Clash by Night
Gold Answer:      [['Corey Ford', 'Alastair MacBain', 'Zane Grey', 'Sam Hellman', 'Peter Hyams', 'Fritz Lang', "John O'Hara", 'Casey Robinson', 'Charles Einstein', 'John Wexley', 'Bertolt Brecht', 'Georges de La Fouchardière', 'Émile Zola', 'Virginia Van Upp', 'Norbert Jacques', 'Sydney Boehm', 'William P. McGivern', 'J. Meade Falkner', 'Willard Robertson', 'Youssef Chahine', 'Nunnally Johnson', 'Ferenc Molnár', 'Osamu Tezuka', 'Douglas Morrow', 'Thea von Harbou', 'Graham Greene', 'David Ayer', 'Vera Caspary', 'Norman Krasna', 'Bartlett Cormack', 'Geoffrey Household']]
Predicted Ans:    Geoffrey Household
Predicted Path:   Clash by Night --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[written_by]--> Geoffrey Household
Path (Raw):       Clash by Night --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[written_by]--> Geoffrey Household
Neg LogProb(↓):   0.493957
Path Entropy(↓):  1.535057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the birds, the bees and the italians
Start Entity:     The Birds, the Bees and the Italians
Gold Answer:      [['Pietro Germi', 'James Toback']]
Predicted Ans:    Pietro Germi
Predicted Path:   The Birds, the Bees and the Italians --[written_by]--> Pietro Germi --[(INV) written_by]--> Divorce Italian Style --[directed_by]--> Pietro Germi
Path (Raw):       The Birds, the Bees and the Italians --[written_by]--> Pietro Germi --[(INV) written_by]--> Divorce Italian Style --[directed_by]--> Pietro Germi
Neg LogProb(↓):   0.013969
Path Entropy(↓):  0.074731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of watermelon man
Start Entity:     Watermelon Man
Gold Answer:      [['Oliver Conant', 'Sandy Dennis', 'Charlize Theron', 'Keanu Reeves', 'Theodore Bikel', 'John Beck', 'Susan Sarandon', 'Anthony Newley', "Jennifer O'Neill", 'Gary Grimes', 'Jerry Houser']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Watermelon Man --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[starred_actors]--> Susan Sarandon
Path (Raw):       Watermelon Man --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.390809
Path Entropy(↓):  0.734374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in the seventh seal
Start Entity:     The Seventh Seal
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   The Seventh Seal --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       The Seventh Seal --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.122042
Path Entropy(↓):  2.082492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film trippin '
Start Entity:     Trippin'
Gold Answer:      [['Boaz Yakin']]
Predicted Ans:    Boaz Yakin
Predicted Path:   Trippin' --[starred_actors]--> Donald Faison --[(INV) starred_actors]--> Uptown Girls --[directed_by]--> Boaz Yakin
Path (Raw):       Trippin' --[starred_actors]--> Donald Faison --[(INV) starred_actors]--> Uptown Girls --[directed_by]--> Boaz Yakin
Neg LogProb(↓):   0.000130
Path Entropy(↓):  0.001340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by luis alfaro were in which genres
Start Entity:     Luis Alfaro
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Luis Alfaro --[(INV) written_by]--> From Prada to Nada --[has_genre]--> Comedy
Path (Raw):       Luis Alfaro --[No Operation]--> Luis Alfaro --[(INV) written_by]--> From Prada to Nada --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of casino royale were directed by who
Start Entity:     Casino Royale
Gold Answer:      [['Tony Goldwyn', 'Gabriele Muccino', 'Marc Forster', 'Terence Young', 'Michael Apted', 'Martin Campbell', 'Peter Howitt', 'Irvin Kershner', 'Paul Haggis', 'Clint Eastwood', 'Stephen Woolley', 'David Cronenberg', 'Bille August', 'Ken Hughes', 'Sam Mendes', 'John Glen']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   Casino Royale --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Path (Raw):       Casino Royale --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Neg LogProb(↓):   1.858458
Path Entropy(↓):  2.703148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by john morton starred which actors
Start Entity:     John Morton
Gold Answer:      [['Ray Milland']]
Predicted Ans:    Ray Milland
Predicted Path:   John Morton --[(INV) written_by]--> Panic in Year Zero! --[starred_actors]--> Ray Milland
Path (Raw):       John Morton --[No Operation]--> John Morton --[(INV) written_by]--> Panic in Year Zero! --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the trumpet of the swan were released in which years
Start Entity:     The Trumpet of the Swan
Gold Answer:      [['1985', '1994', '1981']]
Predicted Ans:    1985
Predicted Path:   The Trumpet of the Swan --[directed_by]--> Richard Rich --[(INV) directed_by]--> The Black Cauldron --[release_year]--> 1985
Path (Raw):       The Trumpet of the Swan --[directed_by]--> Richard Rich --[(INV) directed_by]--> The Black Cauldron --[release_year]--> 1985
Neg LogProb(↓):   0.008538
Path Entropy(↓):  0.057674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by guillaume canet in
Start Entity:     Guillaume Canet
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Guillaume Canet --[(INV) written_by]--> Little White Lies --[has_genre]--> Comedy
Path (Raw):       Guillaume Canet --[No Operation]--> Guillaume Canet --[(INV) written_by]--> Little White Lies --[has_genre]--> Comedy
Neg LogProb(↓):   0.438657
Path Entropy(↓):  0.650629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by hugh williams
Start Entity:     Hugh Williams
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hugh Williams --[(INV) starred_actors]--> An Ideal Husband --[has_genre]--> Comedy
Path (Raw):       Hugh Williams --[No Operation]--> Hugh Williams --[(INV) starred_actors]--> An Ideal Husband --[has_genre]--> Comedy
Neg LogProb(↓):   0.697134
Path Entropy(↓):  0.719108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was safe passage written by
Start Entity:     Safe Passage
Gold Answer:      [['Ellyn Bache', 'Deena Goldstone']]
Predicted Ans:    Deena Goldstone
Predicted Path:   Safe Passage --[written_by]--> Deena Goldstone --[(INV) written_by]--> Safe Passage --[written_by]--> Deena Goldstone
Path (Raw):       Safe Passage --[written_by]--> Deena Goldstone --[(INV) written_by]--> Safe Passage --[written_by]--> Deena Goldstone
Neg LogProb(↓):   0.037818
Path Entropy(↓):  0.185384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jason friedberg wrote films together with who
Start Entity:     Jason Friedberg
Gold Answer:      [['Aaron Seltzer']]
Predicted Ans:    Aaron Seltzer
Predicted Path:   Jason Friedberg --[(INV) written_by]--> Disaster Movie --[written_by]--> Aaron Seltzer
Path (Raw):       Jason Friedberg --[No Operation]--> Jason Friedberg --[(INV) written_by]--> Disaster Movie --[written_by]--> Aaron Seltzer
Neg LogProb(↓):   0.605775
Path Entropy(↓):  0.702143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote still alice
Start Entity:     Still Alice
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Still Alice --[written_by]--> Wash Westmoreland --[(INV) written_by]--> Quinceañera --[in_language]--> Spanish
Path (Raw):       Still Alice --[written_by]--> Wash Westmoreland --[(INV) written_by]--> Quinceañera --[in_language]--> Spanish
Neg LogProb(↓):   0.219649
Path Entropy(↓):  0.651893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was videocracy directed by
Start Entity:     Videocracy
Gold Answer:      [['Erik Gandini']]
Predicted Ans:    Erik Gandini
Predicted Path:   Videocracy --[directed_by]--> Erik Gandini --[(INV) directed_by]--> Videocracy --[directed_by]--> Erik Gandini
Path (Raw):       Videocracy --[directed_by]--> Erik Gandini --[(INV) directed_by]--> Videocracy --[directed_by]--> Erik Gandini
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with beatrix christian
Start Entity:     Beatrix Christian
Gold Answer:      [['Raymond Carver']]
Predicted Ans:    Raymond Carver
Predicted Path:   Beatrix Christian --[(INV) written_by]--> Jindabyne --[written_by]--> Raymond Carver
Path (Raw):       Beatrix Christian --[No Operation]--> Beatrix Christian --[(INV) written_by]--> Jindabyne --[written_by]--> Raymond Carver
Neg LogProb(↓):   0.000341
Path Entropy(↓):  0.003087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by timo vuorensola
Start Entity:     Timo Vuorensola
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Timo Vuorensola --[(INV) directed_by]--> Iron Sky --[in_language]--> German
Path (Raw):       Timo Vuorensola --[No Operation]--> Timo Vuorensola --[(INV) directed_by]--> Iron Sky --[in_language]--> German
Neg LogProb(↓):   0.044485
Path Entropy(↓):  0.178944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of odd man out
Start Entity:     Odd Man Out
Gold Answer:      [['The Key', 'A Kid for Two Farthings', 'The Third Man', 'Night Train to Munich', 'The Agony and the Ecstasy', 'Trapeze', 'Mutiny on the Bounty', 'The Stars Look Down', 'Outcast of the Islands', 'The Fallen Idol', 'The Man Between', 'The Way Ahead', 'Our Man in Havana']]
Predicted Ans:    The Key
Predicted Path:   Odd Man Out --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Key
Path (Raw):       Odd Man Out --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Key --[No Operation]--> The Key
Neg LogProb(↓):   1.046608
Path Entropy(↓):  1.356412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film sex drive were released in which years
Start Entity:     Sex Drive
Gold Answer:      [['1998', '2000', '2009', '1971', '2010', '2004', '2006', '2014', '2011', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Sex Drive --[starred_actors]--> Amanda Crew --[(INV) starred_actors]--> Charlie St. Cloud --[release_year]--> 2010
Path (Raw):       Sex Drive --[starred_actors]--> Amanda Crew --[(INV) starred_actors]--> Charlie St. Cloud --[release_year]--> 2010
Neg LogProb(↓):   0.035448
Path Entropy(↓):  0.193994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the philadelphia story
Start Entity:     The Philadelphia Story
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1936', '1967', '1935', '1941', '1974', '1968', '1963', '1939', '1933', '2009', '1957', '1951', '2010', '1973', '1953', '1947', '1994', '1932', '1956', '1931', '1943', '1976', '1948', '1971', '1942', '1940', '1938', '1996', '1937', '1981', '1961', '1955', '2013', '1962', '1934', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1965', '1945', '1987', '1952', '1958']]
Predicted Ans:    1957
Predicted Path:   The Philadelphia Story --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[release_year]--> 1957
Path (Raw):       The Philadelphia Story --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[release_year]--> 1957
Neg LogProb(↓):   2.133693
Path Entropy(↓):  3.168298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by daniel stamm were released in which years
Start Entity:     Daniel Stamm
Gold Answer:      [['2014', '2010']]
Predicted Ans:    2010
Predicted Path:   Daniel Stamm --[(INV) directed_by]--> The Last Exorcism --[release_year]--> 2010
Path (Raw):       Daniel Stamm --[No Operation]--> Daniel Stamm --[(INV) directed_by]--> The Last Exorcism --[release_year]--> 2010
Neg LogProb(↓):   0.175280
Path Entropy(↓):  0.440960
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of girl crazy also wrote movies
Start Entity:     Girl Crazy
Gold Answer:      [['The Dark Angel', 'Anastasia', 'The Love Parade', 'Angel', 'Week-End at the Waldorf', 'Anything Goes']]
Predicted Ans:    Angel
Predicted Path:   Girl Crazy --[written_by]--> Guy Bolton --[(INV) written_by]--> Angel
Path (Raw):       Girl Crazy --[written_by]--> Guy Bolton --[(INV) written_by]--> Angel --[No Operation]--> Angel
Neg LogProb(↓):   0.123329
Path Entropy(↓):  0.450294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film foreign intrigue
Start Entity:     Foreign Intrigue
Gold Answer:      [['1970', '1946', '1954', '1984', '1968', '1957', '1951', '1928', '1982', '1973', '1947', '1976', '1948', '1972', '1996', '1961', '1955', '1962', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1991', '1969', '1952', '1958']]
Predicted Ans:    1955
Predicted Path:   Foreign Intrigue --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Path (Raw):       Foreign Intrigue --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Neg LogProb(↓):   1.751099
Path Entropy(↓):  2.202095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote ace in the hole
Start Entity:     Ace in the Hole
Gold Answer:      [['Walter Salles', 'Ernst Lubitsch', 'Sydney Pollack', 'Lewis Milestone', 'Billy Wilder', 'Mitchell Leisen', 'Gilles Mimouni', 'Daniela Thomas', 'Howard Hawks']]
Predicted Ans:    Billy Wilder
Predicted Path:   Ace in the Hole --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Path (Raw):       Ace in the Hole --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.821935
Path Entropy(↓):  2.703688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie sergeant york were released in which years
Start Entity:     Sergeant York
Gold Answer:      [['1970', '1946', '1944', '1959', '1936', '1935', '1941', '1939', '1953', '1932', '1931', '1943', '1983', '1948', '1940', '1938', '1955', '1962', '1934', '1978', '1964', '1949', '1966', '1965', '1952', '1930']]
Predicted Ans:    1931
Predicted Path:   Sergeant York --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Monkey Business --[release_year]--> 1931
Path (Raw):       Sergeant York --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Monkey Business --[release_year]--> 1931
Neg LogProb(↓):   1.911479
Path Entropy(↓):  3.233506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jack colvin starred together with who
Start Entity:     Jack Colvin
Gold Answer:      [['Bill Bixby']]
Predicted Ans:    Jack Colvin
Predicted Path:   Jack Colvin --[(INV) starred_actors]--> The Incredible Hulk Returns --[starred_actors]--> Jack Colvin
Path (Raw):       Jack Colvin --[No Operation]--> Jack Colvin --[(INV) starred_actors]--> The Incredible Hulk Returns --[starred_actors]--> Jack Colvin
Neg LogProb(↓):   0.359380
Path Entropy(↓):  0.612458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by werner herzog
Start Entity:     Werner Herzog
Gold Answer:      [['Lao', 'Tibetan', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[in_language]--> German
Path (Raw):       Werner Herzog --[No Operation]--> Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[in_language]--> German
Neg LogProb(↓):   0.542017
Path Entropy(↓):  1.222519
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of hell drivers
Start Entity:     Hell Drivers
Gold Answer:      [['English', 'Zulu']]
Predicted Ans:    Zulu
Predicted Path:   Hell Drivers --[written_by]--> Cy Endfield --[(INV) written_by]--> Zulu --[in_language]--> Zulu
Path (Raw):       Hell Drivers --[written_by]--> Cy Endfield --[(INV) written_by]--> Zulu --[in_language]--> Zulu
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie surviving picasso
Start Entity:     Surviving Picasso
Gold Answer:      [['1983', '1995', '1998', '1963', '2000', '1975', '1970', '1972', '1992', '2005', '1993', '1989', '1985', '1979', '1987', '2012', '1977']]
Predicted Ans:    2000
Predicted Path:   Surviving Picasso --[directed_by]--> James Ivory --[(INV) directed_by]--> The Golden Bowl --[release_year]--> 2000
Path (Raw):       Surviving Picasso --[directed_by]--> James Ivory --[(INV) directed_by]--> The Golden Bowl --[release_year]--> 2000
Neg LogProb(↓):   1.537358
Path Entropy(↓):  2.254861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by susanna nicchiarelli release
Start Entity:     Susanna Nicchiarelli
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Susanna Nicchiarelli --[(INV) written_by]--> Cosmonaut --[release_year]--> 2009
Path (Raw):       Susanna Nicchiarelli --[No Operation]--> Susanna Nicchiarelli --[(INV) written_by]--> Cosmonaut --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by erik balling
Start Entity:     Erik Balling
Gold Answer:      [['The Olsen Gang', 'The Olsen Gang on the Track']]
Predicted Ans:    The Olsen Gang on the Track
Predicted Path:   Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track
Path (Raw):       Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by jimmy bennett released
Start Entity:     Jimmy Bennett
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Jimmy Bennett --[(INV) starred_actors]--> The Heart Is Deceitful Above All Things --[release_year]--> 2004
Path (Raw):       Jimmy Bennett --[No Operation]--> Jimmy Bennett --[(INV) starred_actors]--> The Heart Is Deceitful Above All Things --[release_year]--> 2004
Neg LogProb(↓):   0.199556
Path Entropy(↓):  0.472764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by ilkka koivula in
Start Entity:     Ilkka Koivula
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ilkka Koivula --[(INV) starred_actors]--> Lights in the Dusk --[has_genre]--> Drama
Path (Raw):       Ilkka Koivula --[No Operation]--> Ilkka Koivula --[(INV) starred_actors]--> Lights in the Dusk --[has_genre]--> Drama
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the interrupters were released in which years
Start Entity:     The Interrupters
Gold Answer:      [['1997', '1994', '2002']]
Predicted Ans:    2011
Predicted Path:   The Interrupters --[directed_by]--> Steve James --[(INV) directed_by]--> The Interrupters --[release_year]--> 2011
Path (Raw):       The Interrupters --[directed_by]--> Steve James --[(INV) directed_by]--> The Interrupters --[release_year]--> 2011
Neg LogProb(↓):   0.065730
Path Entropy(↓):  0.302869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film the life of oharu were in which genres
Start Entity:     The Life of Oharu
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Life of Oharu --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Sisters of the Gion --[has_genre]--> Drama
Path (Raw):       The Life of Oharu --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Sisters of the Gion --[has_genre]--> Drama
Neg LogProb(↓):   0.023419
Path Entropy(↓):  0.124534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in yanks
Start Entity:     Yanks
Gold Answer:      [['Lisa Eichhorn', 'Richard Gere', 'William Devane', 'Vanessa Redgrave']]
Predicted Ans:    Vanessa Redgrave
Predicted Path:   Yanks --[starred_actors]--> Vanessa Redgrave --[(INV) starred_actors]--> Anonymous --[starred_actors]--> Vanessa Redgrave
Path (Raw):       Yanks --[starred_actors]--> Vanessa Redgrave --[(INV) starred_actors]--> Anonymous --[starred_actors]--> Vanessa Redgrave
Neg LogProb(↓):   0.062922
Path Entropy(↓):  0.275838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of canadian bacon
Start Entity:     Canadian Bacon
Gold Answer:      [['George W. Bush', 'Michael Moore', 'Eddie Vedder', 'Steve Earle']]
Predicted Ans:    George W. Bush
Predicted Path:   Canadian Bacon --[directed_by]--> Michael Moore --[(INV) directed_by]--> Fahrenheit 9/11 --[starred_actors]--> George W. Bush
Path (Raw):       Canadian Bacon --[directed_by]--> Michael Moore --[(INV) directed_by]--> Fahrenheit 9/11 --[starred_actors]--> George W. Bush
Neg LogProb(↓):   0.029066
Path Entropy(↓):  0.147632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the captive starred which actors
Start Entity:     The Captive
Gold Answer:      [['Mireille Enos', 'Alexia Fast', 'Rosario Dawson', 'Kevin Durand']]
Predicted Ans:    Kevin Durand
Predicted Path:   The Captive --[starred_actors]--> Alexia Fast --[(INV) starred_actors]--> The Captive --[starred_actors]--> Kevin Durand
Path (Raw):       The Captive --[starred_actors]--> Alexia Fast --[(INV) starred_actors]--> The Captive --[starred_actors]--> Kevin Durand
Neg LogProb(↓):   1.332665
Path Entropy(↓):  1.509580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by charles haid
Start Entity:     Charles Haid
Gold Answer:      [['Iron Will', 'Riders of the Purple Sage']]
Predicted Ans:    Iron Will
Predicted Path:   Charles Haid --[(INV) directed_by]--> Iron Will --[directed_by]--> Charles Haid --[(INV) directed_by]--> Iron Will
Path (Raw):       Charles Haid --[(INV) directed_by]--> Iron Will --[directed_by]--> Charles Haid --[(INV) directed_by]--> Iron Will
Neg LogProb(↓):   0.147517
Path Entropy(↓):  0.421679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote trouble every day
Start Entity:     Trouble Every Day
Gold Answer:      [['1962', '1988', '2000', '2009', '2008', '2004', '1999', '1994', '2013']]
Predicted Ans:    1988
Predicted Path:   Trouble Every Day --[written_by]--> Claire Denis --[(INV) written_by]--> Chocolat --[release_year]--> 1988
Path (Raw):       Trouble Every Day --[written_by]--> Claire Denis --[(INV) written_by]--> Chocolat --[release_year]--> 1988
Neg LogProb(↓):   0.794220
Path Entropy(↓):  1.906774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by pier paolo pasolini
Start Entity:     Pier Paolo Pasolini
Gold Answer:      [['Leif Erickson', 'Franco Merli', 'Maria Montez', 'Anne Wiazemsky', 'Terence Stamp', 'Totò', 'Ninetto Davoli', 'Sabu', 'Jon Hall', 'Maria Callas', 'Massimo Girotti', 'Silvana Mangano']]
Predicted Ans:    Maria Callas
Predicted Path:   Pier Paolo Pasolini --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Path (Raw):       Pier Paolo Pasolini --[No Operation]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Neg LogProb(↓):   0.785580
Path Entropy(↓):  1.184455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of planet of the apes
Start Entity:     Planet of the Apes
Gold Answer:      [['German']]
Predicted Ans:    English
Predicted Path:   Planet of the Apes --[written_by]--> Mark Rosenthal --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Path (Raw):       Planet of the Apes --[written_by]--> Mark Rosenthal --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Neg LogProb(↓):   0.099066
Path Entropy(↓):  0.394647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies are about product placement
Start Entity:     product placement
Gold Answer:      [['Iron Man']]
Predicted Ans:    Iron Man
Predicted Path:   product placement --[(INV) has_tags]--> Iron Man --[has_tags]--> playboy --[(INV) has_tags]--> Iron Man
Path (Raw):       product placement --[(INV) has_tags]--> Iron Man --[has_tags]--> playboy --[(INV) has_tags]--> Iron Man
Neg LogProb(↓):   0.012656
Path Entropy(↓):  0.077336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by gloria dehaven
Start Entity:     Gloria DeHaven
Gold Answer:      [['Jack Donohue', 'Peter Yates', 'Roy Del Ruth', 'Charles Walters']]
Predicted Ans:    Peter Yates
Predicted Path:   Gloria DeHaven --[(INV) starred_actors]--> Summer Holiday --[directed_by]--> Peter Yates
Path (Raw):       Gloria DeHaven --[No Operation]--> Gloria DeHaven --[(INV) starred_actors]--> Summer Holiday --[directed_by]--> Peter Yates
Neg LogProb(↓):   0.016528
Path Entropy(↓):  0.088751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did steve carr direct
Start Entity:     Steve Carr
Gold Answer:      [['Rebound', 'Are We Done Yet?', 'Movie 43', 'Next Friday', 'Dr. Dolittle 2', 'Daddy Day Care']]
Predicted Ans:    The Players Club
Predicted Path:   Steve Carr --[(INV) directed_by]--> Next Friday --[written_by]--> Ice Cube --[(INV) directed_by]--> The Players Club
Path (Raw):       Steve Carr --[(INV) directed_by]--> Next Friday --[written_by]--> Ice Cube --[(INV) directed_by]--> The Players Club
Neg LogProb(↓):   1.170622
Path Entropy(↓):  2.555172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by zeenat aman
Start Entity:     Zeenat Aman
Gold Answer:      [['Crime', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Zeenat Aman --[(INV) starred_actors]--> Don --[has_genre]--> Thriller
Path (Raw):       Zeenat Aman --[No Operation]--> Zeenat Aman --[(INV) starred_actors]--> Don --[has_genre]--> Thriller
Neg LogProb(↓):   0.865810
Path Entropy(↓):  1.193820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with made of honor
Start Entity:     Made of Honor
Gold Answer:      [['Josie and the Pussycats', 'Due Date', "Can't Hardly Wait"]]
Predicted Ans:    Can't Hardly Wait
Predicted Path:   Made of Honor --[written_by]--> Harry Elfont --[(INV) written_by]--> Can't Hardly Wait
Path (Raw):       Made of Honor --[written_by]--> Harry Elfont --[(INV) written_by]--> Can't Hardly Wait --[No Operation]--> Can't Hardly Wait
Neg LogProb(↓):   0.164485
Path Entropy(↓):  0.505914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe rubin and ed
Start Entity:     Rubin and Ed
Gold Answer:      [['cat', 'trent harris', 'crispin glover']]
Predicted Ans:    trent harris
Predicted Path:   Rubin and Ed --[has_tags]--> trent harris --[(INV) has_tags]--> The Beaver Trilogy --[has_tags]--> trent harris
Path (Raw):       Rubin and Ed --[has_tags]--> trent harris --[(INV) has_tags]--> The Beaver Trilogy --[has_tags]--> trent harris
Neg LogProb(↓):   0.000731
Path Entropy(↓):  0.006359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the voices were directed by who
Start Entity:     The Voices
Gold Answer:      [['Tod Williams']]
Predicted Ans:    Marjane Satrapi
Predicted Path:   The Voices --[written_by]--> Michael R. Perry --[(INV) written_by]--> The Voices --[directed_by]--> Marjane Satrapi
Path (Raw):       The Voices --[written_by]--> Michael R. Perry --[(INV) written_by]--> The Voices --[directed_by]--> Marjane Satrapi
Neg LogProb(↓):   0.030157
Path Entropy(↓):  0.142509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by lawrence cook
Start Entity:     Lawrence Cook
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Lawrence Cook --[(INV) starred_actors]--> The Spook Who Sat by the Door --[has_genre]--> Drama
Path (Raw):       Lawrence Cook --[No Operation]--> Lawrence Cook --[(INV) starred_actors]--> The Spook Who Sat by the Door --[has_genre]--> Drama
Neg LogProb(↓):   0.018859
Path Entropy(↓):  0.092867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to arsenic and old lace
Start Entity:     Arsenic and Old Lace
Gold Answer:      [['dark comedy', 'bd-r', 'frank capra', 'cary grant']]
Predicted Ans:    bd-r
Predicted Path:   Arsenic and Old Lace --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Arsenic and Old Lace --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.783548
Path Entropy(↓):  1.092654
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with paris blues in
Start Entity:     Paris Blues
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Paris Blues --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold --[in_language]--> English
Path (Raw):       Paris Blues --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold --[in_language]--> English
Neg LogProb(↓):   0.015594
Path Entropy(↓):  0.084706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by nedrick young
Start Entity:     Nedrick Young
Gold Answer:      [['Gene Kelly', 'George C. Scott', 'Jack Lemmon', 'Mickey Shaughnessy', 'Fredric March', 'Theodore Bikel', 'Judy Tyler', 'Sidney Poitier', 'Dick York', 'Elvis Presley', 'Charles McGraw', 'Spencer Tracy', 'Tony Curtis']]
Predicted Ans:    George C. Scott
Predicted Path:   Nedrick Young --[(INV) written_by]--> Inherit the Wind --[starred_actors]--> George C. Scott
Path (Raw):       Nedrick Young --[No Operation]--> Nedrick Young --[(INV) written_by]--> Inherit the Wind --[starred_actors]--> George C. Scott
Neg LogProb(↓):   1.324849
Path Entropy(↓):  1.841059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of ole olsen starred movies
Start Entity:     Ole Olsen
Gold Answer:      [['H.C. Potter']]
Predicted Ans:    H.C. Potter
Predicted Path:   Ole Olsen --[(INV) starred_actors]--> Hellzapoppin' --[directed_by]--> H.C. Potter
Path (Raw):       Ole Olsen --[No Operation]--> Ole Olsen --[(INV) starred_actors]--> Hellzapoppin' --[directed_by]--> H.C. Potter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by don gordon
Start Entity:     Don Gordon
Gold Answer:      [['Edward Levy', 'Tom Holland']]
Predicted Ans:    Tom Holland
Predicted Path:   Don Gordon --[(INV) starred_actors]--> The Beast Within --[written_by]--> Tom Holland
Path (Raw):       Don Gordon --[No Operation]--> Don Gordon --[(INV) starred_actors]--> The Beast Within --[written_by]--> Tom Holland
Neg LogProb(↓):   0.000584
Path Entropy(↓):  0.004935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Michael rymer was the director of which movies
Start Entity:     Michael Rymer
Gold Answer:      [['In Too Deep', 'Angel Baby']]
Predicted Ans:    Angel Baby
Predicted Path:   Michael Rymer --[(INV) directed_by]--> Angel Baby --[directed_by]--> Michael Rymer --[(INV) directed_by]--> Angel Baby
Path (Raw):       Michael Rymer --[(INV) directed_by]--> Angel Baby --[directed_by]--> Michael Rymer --[(INV) directed_by]--> Angel Baby
Neg LogProb(↓):   0.849257
Path Entropy(↓):  1.277908
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie boarding gate were in which genres
Start Entity:     Boarding Gate
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Boarding Gate --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       Boarding Gate --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.747797
Path Entropy(↓):  0.876358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film almost heroes were in which genres
Start Entity:     Almost Heroes
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Almost Heroes --[starred_actors]--> Chris Farley --[(INV) starred_actors]--> Beverly Hills Ninja --[has_genre]--> Comedy
Path (Raw):       Almost Heroes --[starred_actors]--> Chris Farley --[(INV) starred_actors]--> Beverly Hills Ninja --[has_genre]--> Comedy
Neg LogProb(↓):   0.153747
Path Entropy(↓):  0.414744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the zero theorem
Start Entity:     The Zero Theorem
Gold Answer:      [['Eric Idle', 'Jonathan Pryce', 'Sean Connery', 'John Neville', 'Sarah Polley', 'Graham Chapman', 'Shelley Duvall', 'Terry Gilliam', 'Johnny Depp', 'Benicio Del Toro', 'Oliver Reed', 'Ian Holm', 'John Cleese', 'Katherine Helmond', 'Robert De Niro', 'Christopher Plummer', 'Michael Palin', 'Andrew Garfield']]
Predicted Ans:    Robert De Niro
Predicted Path:   The Zero Theorem --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Path (Raw):       The Zero Theorem --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.422406
Path Entropy(↓):  1.097395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by danny elfman
Start Entity:     Danny Elfman
Gold Answer:      [['Henry Selick']]
Predicted Ans:    Henry Selick
Predicted Path:   Danny Elfman --[(INV) starred_actors]--> The Nightmare Before Christmas --[directed_by]--> Henry Selick
Path (Raw):       Danny Elfman --[No Operation]--> Danny Elfman --[(INV) starred_actors]--> The Nightmare Before Christmas --[directed_by]--> Henry Selick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film murder by death
Start Entity:     Murder by Death
Gold Answer:      [['1978', '1979']]
Predicted Ans:    1976
Predicted Path:   Murder by Death --[directed_by]--> Robert Moore --[(INV) directed_by]--> Murder by Death --[release_year]--> 1976
Path (Raw):       Murder by Death --[directed_by]--> Robert Moore --[(INV) directed_by]--> Murder by Death --[release_year]--> 1976
Neg LogProb(↓):   0.506899
Path Entropy(↓):  0.817184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies starred by suture actors
Start Entity:     Suture
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Suture --[starred_actors]--> Mel Harris --[(INV) starred_actors]--> K-9 --[has_genre]--> Comedy
Path (Raw):       Suture --[starred_actors]--> Mel Harris --[(INV) starred_actors]--> K-9 --[has_genre]--> Comedy
Neg LogProb(↓):   0.147173
Path Entropy(↓):  0.424586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film tiptoes are written by who
Start Entity:     Tiptoes
Gold Answer:      [['James Herbert', 'Marc Norman', 'Amanda Silver', 'Rick Jaffa', 'Lisa Cholodenko', 'Jane Austen', 'Alex Cox', 'Richard Linklater', 'Joss Whedon', 'Ronald Shusett', 'Jon Povill', 'Gary Whitta', 'Skip Hollandsworth', 'Jeff Nichols', 'Tonino Guerra', 'Massimo De Rita', 'Greg Rucka', 'Steve Lieber', 'Randall Wallace', 'Lewis Gilbert', 'Jordan Belfort', 'Edward Neumeier', 'David Gordon Green', 'Alan Bennett', 'John Lahr', 'Mark Bomback', 'Karen Moncrieff', 'Jonathan Mostow', 'Giuseppe Tornatore', 'Clive Cussler', 'David Seltzer', 'Albert Dupontel', 'Dennis McIntyre', "Stewart O'Nan", 'Andy Tennant', 'Terence Winter', 'Michael Ellis', 'Stella Gibbons', 'Pamela Falk', 'Marc Klein', 'Thomas Harris', 'Andrew Davies', "Dan O'Bannon", 'Luc Besson', 'William Shakespeare', 'Kenneth Branagh', 'Christopher Nolan', 'David S. Goyer', 'Jonathan Nolan', 'Michele Alexander', 'Jeannie Long', 'Philip K. Dick', 'Stephen Sommers', 'Wim Wenders', 'John Grisham', 'Melisa Wallack', 'Craig Borten', 'Edgar Allan Poe', 'Douglas McGrath', 'Jamie Linden', 'Rod Lurie', 'Whit Stillman', 'S.R. Bindler', 'Andrew W. Marlowe', 'Steve Koren', "Mark O'Keefe", 'Tracy Letts', 'Kirk Jones', 'Ernest K. Gann', 'Jon Lucas', 'Scott Moore', 'Lee Daniels', 'Jim McBride', 'Gary Goldman', 'Koldo Serra', 'Jorge Blanco', 'Joe Stillman', 'Barry L. Levy', 'Joseph Finder', 'James Hicks', 'Nathaniel Hawthorne', 'Michael Miner', 'John Logan', 'Kurt Wimmer', 'John Romano', 'Michael Connelly', 'Len Wiseman']]
Predicted Ans:    Michele Alexander
Predicted Path:   Tiptoes --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[written_by]--> Michele Alexander
Path (Raw):       Tiptoes --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[written_by]--> Michele Alexander
Neg LogProb(↓):   1.448114
Path Entropy(↓):  2.421568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie reunion
Start Entity:     Reunion
Gold Answer:      [['1980', '1971', '1979', '1987', '1984']]
Predicted Ans:    1984
Predicted Path:   Reunion --[directed_by]--> Jerry Schatzberg --[(INV) directed_by]--> Misunderstood --[release_year]--> 1984
Path (Raw):       Reunion --[directed_by]--> Jerry Schatzberg --[(INV) directed_by]--> Misunderstood --[release_year]--> 1984
Neg LogProb(↓):   0.395908
Path Entropy(↓):  0.787276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by bill milling
Start Entity:     Bill Milling
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Bill Milling --[(INV) directed_by]--> Lauderdale --[release_year]--> 1989
Path (Raw):       Bill Milling --[No Operation]--> Bill Milling --[(INV) directed_by]--> Lauderdale --[release_year]--> 1989
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed american hardcore
Start Entity:     American Hardcore
Gold Answer:      [['Paul Rachman']]
Predicted Ans:    Paul Rachman
Predicted Path:   American Hardcore --[directed_by]--> Paul Rachman --[(INV) directed_by]--> American Hardcore --[directed_by]--> Paul Rachman
Path (Raw):       American Hardcore --[directed_by]--> Paul Rachman --[(INV) directed_by]--> American Hardcore --[directed_by]--> Paul Rachman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film police were in which genres
Start Entity:     Police
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Police --[directed_by]--> Maurice Pialat --[(INV) directed_by]--> Loulou --[has_genre]--> Drama
Path (Raw):       Police --[directed_by]--> Maurice Pialat --[(INV) directed_by]--> Loulou --[has_genre]--> Drama
Neg LogProb(↓):   0.037531
Path Entropy(↓):  0.183572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie mysterious island
Start Entity:     Mysterious Island
Gold Answer:      [['Nevil Shute', 'James Carabatsos', 'Russell Mulcahy', 'Gregory Widen', 'Jo Pagano', 'John Prebble', 'Walter B. Gibson', 'Everett De Roche', 'Peter Brennan', 'Cy Endfield', 'Jérôme Salle', 'John Paxton']]
Predicted Ans:    Cy Endfield
Predicted Path:   Mysterious Island --[directed_by]--> Cy Endfield --[(INV) directed_by]--> Zulu --[written_by]--> Cy Endfield
Path (Raw):       Mysterious Island --[directed_by]--> Cy Endfield --[(INV) directed_by]--> Zulu --[written_by]--> Cy Endfield
Neg LogProb(↓):   0.009703
Path Entropy(↓):  0.068244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did michele soavi write the story for
Start Entity:     Michele Soavi
Gold Answer:      [['The Church']]
Predicted Ans:    The Church
Predicted Path:   Michele Soavi --[(INV) written_by]--> The Church --[written_by]--> Michele Soavi --[(INV) written_by]--> The Church
Path (Raw):       Michele Soavi --[(INV) written_by]--> The Church --[written_by]--> Michele Soavi --[(INV) written_by]--> The Church
Neg LogProb(↓):   0.000278
Path Entropy(↓):  0.002551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with dream with the fishes fall under
Start Entity:     Dream with the Fishes
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dream with the Fishes --[written_by]--> Finn Taylor --[(INV) written_by]--> Cherish --[has_genre]--> Comedy
Path (Raw):       Dream with the Fishes --[written_by]--> Finn Taylor --[(INV) written_by]--> Cherish --[has_genre]--> Comedy
Neg LogProb(↓):   0.482918
Path Entropy(↓):  0.695413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by pierre boulle in
Start Entity:     Pierre Boulle
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Pierre Boulle --[(INV) written_by]--> The Bridge on the River Kwai --[has_genre]--> War
Path (Raw):       Pierre Boulle --[No Operation]--> Pierre Boulle --[(INV) written_by]--> The Bridge on the River Kwai --[has_genre]--> War
Neg LogProb(↓):   0.000581
Path Entropy(↓):  0.005323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the tailor of panama writers release
Start Entity:     The Tailor of Panama
Gold Answer:      [['1998', '1970', '2000', '2008', '1990', '2005', '1996', '2006', '1965', '2014', '1926', '1981', '1987', '1932', '1974', '2011', '2007']]
Predicted Ans:    1974
Predicted Path:   The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[release_year]--> 1974
Path (Raw):       The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[release_year]--> 1974
Neg LogProb(↓):   0.678486
Path Entropy(↓):  1.251099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of the weather man
Start Entity:     The Weather Man
Gold Answer:      [['The Mexican', 'The Ring', 'Rango', 'The Lone Ranger']]
Predicted Ans:    Rango
Predicted Path:   The Weather Man --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango
Path (Raw):       The Weather Man --[No Operation]--> The Weather Man --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango
Neg LogProb(↓):   0.215434
Path Entropy(↓):  0.614172
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by jeremy bulloch
Start Entity:     Jeremy Bulloch
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Jeremy Bulloch --[(INV) starred_actors]--> Hoffman --[release_year]--> 1970
Path (Raw):       Jeremy Bulloch --[No Operation]--> Jeremy Bulloch --[(INV) starred_actors]--> Hoffman --[release_year]--> 1970
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of warren duff written films
Start Entity:     Warren Duff
Gold Answer:      [['Ted Tetzlaff', 'Michael Curtiz', 'Lewis Allen', 'Lloyd Bacon']]
Predicted Ans:    Lewis Allen
Predicted Path:   Warren Duff --[(INV) written_by]--> Appointment with Danger --[directed_by]--> Lewis Allen
Path (Raw):       Warren Duff --[No Operation]--> Warren Duff --[(INV) written_by]--> Appointment with Danger --[directed_by]--> Lewis Allen
Neg LogProb(↓):   0.240015
Path Entropy(↓):  0.769535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in a double life
Start Entity:     A Double Life
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   A Double Life --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[in_language]--> English
Path (Raw):       A Double Life --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[in_language]--> English
Neg LogProb(↓):   0.000133
Path Entropy(↓):  0.001329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote wake in fright
Start Entity:     Wake in Fright
Gold Answer:      [['Joseph Losey']]
Predicted Ans:    Ted Kotcheff
Predicted Path:   Wake in Fright --[written_by]--> Kenneth Cook --[(INV) written_by]--> Wake in Fright --[directed_by]--> Ted Kotcheff
Path (Raw):       Wake in Fright --[written_by]--> Kenneth Cook --[(INV) written_by]--> Wake in Fright --[directed_by]--> Ted Kotcheff
Neg LogProb(↓):   0.024005
Path Entropy(↓):  0.112184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the the god of cookery director
Start Entity:     The God of Cookery
Gold Answer:      [['Vincent Kok', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   The God of Cookery --[directed_by]--> Stephen Chow --[(INV) directed_by]--> From Beijing with Love --[written_by]--> Stephen Chow
Path (Raw):       The God of Cookery --[directed_by]--> Stephen Chow --[(INV) directed_by]--> From Beijing with Love --[written_by]--> Stephen Chow
Neg LogProb(↓):   0.696206
Path Entropy(↓):  1.286464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie ernest goes to camp were in which genres
Start Entity:     Ernest Goes to Camp
Gold Answer:      [['Family', 'Adventure', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Ernest Goes to Camp --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Ernest Goes to Africa --[has_genre]--> Comedy
Path (Raw):       Ernest Goes to Camp --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Ernest Goes to Africa --[has_genre]--> Comedy
Neg LogProb(↓):   1.213296
Path Entropy(↓):  1.817220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of excalibur
Start Entity:     Excalibur
Gold Answer:      [['The Tailor of Panama', 'Leo the Last', 'Hope and Glory', 'Zardoz', 'The General', "The Tiger's Tail", 'Where the Heart Is', 'Knights of the Round Table']]
Predicted Ans:    Hope and Glory
Predicted Path:   Excalibur --[written_by]--> John Boorman --[(INV) written_by]--> Hope and Glory
Path (Raw):       Excalibur --[No Operation]--> Excalibur --[written_by]--> John Boorman --[(INV) written_by]--> Hope and Glory
Neg LogProb(↓):   1.283199
Path Entropy(↓):  1.856802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by lysette anthony
Start Entity:     Lysette Anthony
Gold Answer:      [['Peter Yates', 'Dan Curtis']]
Predicted Ans:    Dan Curtis
Predicted Path:   Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II --[directed_by]--> Dan Curtis
Path (Raw):       Lysette Anthony --[No Operation]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II --[directed_by]--> Dan Curtis
Neg LogProb(↓):   0.003285
Path Entropy(↓):  0.025549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of out of the blue were directed by who
Start Entity:     Out of the Blue
Gold Answer:      [['Robert Sarkies', 'Michael Radford']]
Predicted Ans:    Dennis Hopper
Predicted Path:   Out of the Blue --[written_by]--> Robert Sarkies --[(INV) written_by]--> Out of the Blue --[directed_by]--> Dennis Hopper
Path (Raw):       Out of the Blue --[written_by]--> Robert Sarkies --[(INV) written_by]--> Out of the Blue --[directed_by]--> Dennis Hopper
Neg LogProb(↓):   0.055706
Path Entropy(↓):  0.277617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies are about robert j. flaherty
Start Entity:     robert j. flaherty
Gold Answer:      [['Elephant Boy', 'Man of Aran', 'Louisiana Story']]
Predicted Ans:    Elephant Boy
Predicted Path:   robert j. flaherty --[(INV) has_tags]--> Elephant Boy --[has_tags]--> robert j. flaherty --[(INV) has_tags]--> Elephant Boy
Path (Raw):       robert j. flaherty --[(INV) has_tags]--> Elephant Boy --[has_tags]--> robert j. flaherty --[(INV) has_tags]--> Elephant Boy
Neg LogProb(↓):   0.128178
Path Entropy(↓):  0.445451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by collin chou in
Start Entity:     Collin Chou
Gold Answer:      [['Vietnamese']]
Predicted Ans:    Vietnamese
Predicted Path:   Collin Chou --[(INV) starred_actors]--> Flash Point --[in_language]--> Vietnamese
Path (Raw):       Collin Chou --[No Operation]--> Collin Chou --[(INV) starred_actors]--> Flash Point --[in_language]--> Vietnamese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of the monster club
Start Entity:     The Monster Club
Gold Answer:      [['The Anniversary', 'The Vampire Lovers', 'Moon Zero Two', 'Scars of Dracula', 'A Night to Remember', 'Inferno', "Don't Bother to Knock", 'Asylum', 'The Vault of Horror']]
Predicted Ans:    Inferno
Predicted Path:   The Monster Club --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno
Path (Raw):       The Monster Club --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[No Operation]--> Inferno
Neg LogProb(↓):   0.149034
Path Entropy(↓):  0.525957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in sabotage
Start Entity:     Sabotage
Gold Answer:      [['Walter Hill', 'Kevin Wade', "Dan O'Bannon", 'Mark Bomback', 'Bob Rafelson', 'John Milius', 'James Cameron', 'Katrin Benedikt', 'Creighton Rothenberger', 'Oliver Stone', 'Chris Conrad', 'Philip K. Dick', 'Jason Keller', 'Miles Chapman', 'Gary Goldman', 'Ronald Shusett', 'Jon Povill', 'Gale Anne Hurd', 'John Thomas', 'Sylvester Stallone', 'Claude Zidi', 'George Butler', 'Robert E. Howard', 'Kurt Wimmer', 'Randy Kornfield', 'Stephen King', 'Charles Gaines']]
Predicted Ans:    Walter Hill
Predicted Path:   Sabotage --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Path (Raw):       Sabotage --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Neg LogProb(↓):   0.902459
Path Entropy(↓):  1.482692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie gerry
Start Entity:     Gerry
Gold Answer:      [['Gus Van Sant', 'Matt Damon', 'Casey Affleck']]
Predicted Ans:    Matt Damon
Predicted Path:   Gerry --[written_by]--> Matt Damon --[(INV) written_by]--> Gerry --[written_by]--> Matt Damon
Path (Raw):       Gerry --[written_by]--> Matt Damon --[(INV) written_by]--> Gerry --[written_by]--> Matt Damon
Neg LogProb(↓):   0.260595
Path Entropy(↓):  0.793052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the trip to bountiful
Start Entity:     The Trip to Bountiful
Gold Answer:      [['1983', '1962', '1939', '1992', '1965', '1967']]
Predicted Ans:    1965
Predicted Path:   The Trip to Bountiful --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[release_year]--> 1965
Path (Raw):       The Trip to Bountiful --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[release_year]--> 1965
Neg LogProb(↓):   1.241137
Path Entropy(↓):  1.440500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in joker
Start Entity:     Joker
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Joker --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Joker --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.590123
Path Entropy(↓):  1.400682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie phantom of the megaplex
Start Entity:     Phantom of the Megaplex
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Phantom of the Megaplex --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Phantom of the Megaplex --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.635885
Path Entropy(↓):  4.043612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was s. r. bindler the director for
Start Entity:     S.R. Bindler
Gold Answer:      [['Surfer, Dude']]
Predicted Ans:    Surfer, Dude
Predicted Path:   S.R. Bindler --[(INV) directed_by]--> Surfer, Dude --[directed_by]--> S.R. Bindler --[(INV) directed_by]--> Surfer, Dude
Path (Raw):       S.R. Bindler --[(INV) directed_by]--> Surfer, Dude --[directed_by]--> S.R. Bindler --[(INV) directed_by]--> Surfer, Dude
Neg LogProb(↓):   0.003479
Path Entropy(↓):  0.023748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did nicole grimaudo act in
Start Entity:     Nicole Grimaudo
Gold Answer:      [['Loose Cannons']]
Predicted Ans:    Loose Cannons
Predicted Path:   Nicole Grimaudo --[(INV) starred_actors]--> Loose Cannons --[starred_actors]--> Riccardo Scamarcio --[(INV) starred_actors]--> Loose Cannons
Path (Raw):       Nicole Grimaudo --[(INV) starred_actors]--> Loose Cannons --[starred_actors]--> Riccardo Scamarcio --[(INV) starred_actors]--> Loose Cannons
Neg LogProb(↓):   0.004240
Path Entropy(↓):  0.031016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film breathe in starred which actors
Start Entity:     Breathe In
Gold Answer:      [['Felicity Jones', 'Guy Pearce', 'Amy Ryan']]
Predicted Ans:    Felicity Jones
Predicted Path:   Breathe In --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[starred_actors]--> Felicity Jones
Path (Raw):       Breathe In --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[starred_actors]--> Felicity Jones
Neg LogProb(↓):   0.110690
Path Entropy(↓):  0.415707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film misery was directed by who
Start Entity:     Misery
Gold Answer:      [['Rob Reiner']]
Predicted Ans:    Rob Reiner
Predicted Path:   Misery --[directed_by]--> Rob Reiner --[(INV) directed_by]--> The American President --[directed_by]--> Rob Reiner
Path (Raw):       Misery --[directed_by]--> Rob Reiner --[(INV) directed_by]--> The American President --[directed_by]--> Rob Reiner
Neg LogProb(↓):   1.174218
Path Entropy(↓):  1.758337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the goat
Start Entity:     The Goat
Gold Answer:      [['Larry Gelbart', 'Buster Keaton', 'Edward F. Cline', 'Al Boasberg', 'Charles Henry Smith', 'Irving Brecher', 'Clyde Bruckman', 'Roi Cooper Megrue', 'John Boorman', 'Thomas Berger']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Goat --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[written_by]--> Buster Keaton
Path (Raw):       The Goat --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[written_by]--> Buster Keaton
Neg LogProb(↓):   1.675038
Path Entropy(↓):  1.937894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by first snow actors
Start Entity:     First Snow
Gold Answer:      [['Roger Donaldson', 'Antonia Bird', 'Jeffrey Nachmanoff', 'James Mather', 'Christopher Nolan', 'George Pal', 'Robert Vernay', 'David Michôd', 'Pauline Chan', 'Drake Doremus', 'Simon Wells', 'Stephan Elliott', 'Kevin Reynolds', 'Troy Nixey', 'John Hillcoat', 'Toni Kalem', 'Curtis Hanson', 'Shane Black', 'Scott Roberts', 'Gillian Armstrong', 'Rowland V. Lee', 'Michael Petroni']]
Predicted Ans:    Curtis Hanson
Predicted Path:   First Snow --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> L.A. Confidential --[directed_by]--> Curtis Hanson
Path (Raw):       First Snow --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> L.A. Confidential --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   0.874730
Path Entropy(↓):  1.124650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about anthony mackie
Start Entity:     anthony mackie
Gold Answer:      [['The Hurt Locker']]
Predicted Ans:    The Hurt Locker
Predicted Path:   anthony mackie --[(INV) has_tags]--> The Hurt Locker --[has_tags]--> anthony mackie --[(INV) has_tags]--> The Hurt Locker
Path (Raw):       anthony mackie --[(INV) has_tags]--> The Hurt Locker --[has_tags]--> anthony mackie --[(INV) has_tags]--> The Hurt Locker
Neg LogProb(↓):   0.186662
Path Entropy(↓):  0.497829
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of scott teems directed films
Start Entity:     Scott Teems
Gold Answer:      [['William Gay']]
Predicted Ans:    William Gay
Predicted Path:   Scott Teems --[(INV) directed_by]--> That Evening Sun --[written_by]--> William Gay
Path (Raw):       Scott Teems --[No Operation]--> Scott Teems --[(INV) directed_by]--> That Evening Sun --[written_by]--> William Gay
Neg LogProb(↓):   0.052012
Path Entropy(↓):  0.200835
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of klute
Start Entity:     Klute
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Klute --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Klute --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.480980
Path Entropy(↓):  2.855157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Henry selick was the director of which movies
Start Entity:     Henry Selick
Gold Answer:      [['The Nightmare Before Christmas', 'Coraline', 'Monkeybone', 'James and the Giant Peach']]
Predicted Ans:    Monkeybone
Predicted Path:   Henry Selick --[(INV) directed_by]--> Monkeybone --[directed_by]--> Henry Selick --[(INV) directed_by]--> Monkeybone
Path (Raw):       Henry Selick --[(INV) directed_by]--> Monkeybone --[directed_by]--> Henry Selick --[(INV) directed_by]--> Monkeybone
Neg LogProb(↓):   0.677452
Path Entropy(↓):  1.732616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of barry sullivan starred movies
Start Entity:     Barry Sullivan
Gold Answer:      [['Delbert Mann', 'Tay Garnett', 'Samuel Fuller', 'Mario Bava', 'Ranald MacDougall', 'John Berry', 'John Sturges', 'Robert Z. Leonard']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Barry Sullivan --[(INV) starred_actors]--> Queen Bee --[directed_by]--> Ranald MacDougall
Path (Raw):       Barry Sullivan --[No Operation]--> Barry Sullivan --[(INV) starred_actors]--> Queen Bee --[directed_by]--> Ranald MacDougall
Neg LogProb(↓):   0.757606
Path Entropy(↓):  1.317526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed american beauty
Start Entity:     American Beauty
Gold Answer:      [['Drama', 'War', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   American Beauty --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Revolutionary Road --[has_genre]--> Drama
Path (Raw):       American Beauty --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Revolutionary Road --[has_genre]--> Drama
Neg LogProb(↓):   0.002430
Path Entropy(↓):  0.018643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote pull my daisy
Start Entity:     Pull My Daisy
Gold Answer:      [['Sam Riley', 'Garrett Hedlund', 'Kristen Stewart', 'Amy Adams']]
Predicted Ans:    Peter Orlovsky
Predicted Path:   Pull My Daisy --[written_by]--> Jack Kerouac --[(INV) written_by]--> Pull My Daisy --[starred_actors]--> Peter Orlovsky
Path (Raw):       Pull My Daisy --[written_by]--> Jack Kerouac --[(INV) written_by]--> Pull My Daisy --[starred_actors]--> Peter Orlovsky
Neg LogProb(↓):   0.057931
Path Entropy(↓):  0.254034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movie did pablo trapero write the story for
Start Entity:     Pablo Trapero
Gold Answer:      [['White Elephant', "Lion's Den", '7 Days in Havana', 'Crane World', 'Carancho']]
Predicted Ans:    White Elephant
Predicted Path:   Pablo Trapero --[(INV) written_by]--> Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> White Elephant
Path (Raw):       Pablo Trapero --[(INV) written_by]--> Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> White Elephant
Neg LogProb(↓):   1.252160
Path Entropy(↓):  1.992638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film stray dog
Start Entity:     Stray Dog
Gold Answer:      [['1998', '1954', '1950', '2014', '1952']]
Predicted Ans:    2014
Predicted Path:   Stray Dog --[starred_actors]--> Takashi Shimura --[(INV) starred_actors]--> Godzilla --[release_year]--> 2014
Path (Raw):       Stray Dog --[starred_actors]--> Takashi Shimura --[(INV) starred_actors]--> Godzilla --[release_year]--> 2014
Neg LogProb(↓):   0.670614
Path Entropy(↓):  1.433358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does betsy blair appear in
Start Entity:     Betsy Blair
Gold Answer:      [['Il Grido', 'All Night Long']]
Predicted Ans:    Il Grido
Predicted Path:   Betsy Blair --[(INV) starred_actors]--> Il Grido --[starred_actors]--> Steve Cochran --[(INV) starred_actors]--> Il Grido
Path (Raw):       Betsy Blair --[(INV) starred_actors]--> Il Grido --[starred_actors]--> Steve Cochran --[(INV) starred_actors]--> Il Grido
Neg LogProb(↓):   0.039391
Path Entropy(↓):  0.186018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was blended released
Start Entity:     Blended
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Blended --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Path (Raw):       Blended --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Neg LogProb(↓):   2.454288
Path Entropy(↓):  4.009586
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films book of love are written by who
Start Entity:     Book of Love
Gold Answer:      [['William Shakespeare', 'Henry Kuttner', 'Alan Brown']]
Predicted Ans:    William Kotzwinkle
Predicted Path:   Book of Love --[directed_by]--> Robert Shaye --[(INV) directed_by]--> Book of Love --[written_by]--> William Kotzwinkle
Path (Raw):       Book of Love --[directed_by]--> Robert Shaye --[(INV) directed_by]--> Book of Love --[written_by]--> William Kotzwinkle
Neg LogProb(↓):   0.407411
Path Entropy(↓):  0.868951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with dimitri diatchenko
Start Entity:     Dimitri Diatchenko
Gold Answer:      [['Olivia Taylor Dudley', 'Devin Kelley', 'Ingrid Bolsø Berdal']]
Predicted Ans:    Ingrid Bolsø Berdal
Predicted Path:   Dimitri Diatchenko --[(INV) starred_actors]--> Chernobyl Diaries --[starred_actors]--> Ingrid Bolsø Berdal
Path (Raw):       Dimitri Diatchenko --[No Operation]--> Dimitri Diatchenko --[(INV) starred_actors]--> Chernobyl Diaries --[starred_actors]--> Ingrid Bolsø Berdal
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor sammy davis jr. acted together with who
Start Entity:     Sammy Davis Jr.
Gold Answer:      [['Henry Scott', 'Eartha Kitt']]
Predicted Ans:    Sammy Davis Jr.
Predicted Path:   Sammy Davis Jr. --[(INV) starred_actors]--> Anna Lucasta --[starred_actors]--> Sammy Davis Jr.
Path (Raw):       Sammy Davis Jr. --[No Operation]--> Sammy Davis Jr. --[(INV) starred_actors]--> Anna Lucasta --[starred_actors]--> Sammy Davis Jr.
Neg LogProb(↓):   0.075980
Path Entropy(↓):  0.311891
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of pablo escobar starred movies
Start Entity:     Pablo Escobar
Gold Answer:      [['Nicolas Entel']]
Predicted Ans:    Nicolas Entel
Predicted Path:   Pablo Escobar --[(INV) starred_actors]--> Sins of My Father --[directed_by]--> Nicolas Entel
Path (Raw):       Pablo Escobar --[No Operation]--> Pablo Escobar --[(INV) starred_actors]--> Sins of My Father --[directed_by]--> Nicolas Entel
Neg LogProb(↓):   0.012737
Path Entropy(↓):  0.067878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor spencer treat clark appeared in the same movie with who
Start Entity:     Spencer Treat Clark
Gold Answer:      [['Julia Garner', 'David Jensen', 'Ashley Bell']]
Predicted Ans:    Julia Garner
Predicted Path:   Spencer Treat Clark --[(INV) starred_actors]--> The Last Exorcism Part II --[starred_actors]--> Julia Garner
Path (Raw):       Spencer Treat Clark --[No Operation]--> Spencer Treat Clark --[(INV) starred_actors]--> The Last Exorcism Part II --[starred_actors]--> Julia Garner
Neg LogProb(↓):   0.007554
Path Entropy(↓):  0.052398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by errol morris were in which genres
Start Entity:     Errol Morris
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Errol Morris --[(INV) written_by]--> The Unknown Known --[has_genre]--> Documentary
Path (Raw):       Errol Morris --[No Operation]--> Errol Morris --[(INV) written_by]--> The Unknown Known --[has_genre]--> Documentary
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jeremy jordan were directed by who
Start Entity:     Jeremy Jordan
Gold Answer:      [['Todd Graff']]
Predicted Ans:    Todd Graff
Predicted Path:   Jeremy Jordan --[(INV) starred_actors]--> Joyful Noise --[directed_by]--> Todd Graff
Path (Raw):       Jeremy Jordan --[No Operation]--> Jeremy Jordan --[(INV) starred_actors]--> Joyful Noise --[directed_by]--> Todd Graff
Neg LogProb(↓):   0.000261
Path Entropy(↓):  0.002413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by brent hodge
Start Entity:     Brent Hodge
Gold Answer:      [['Ashleigh Ball']]
Predicted Ans:    Ashleigh Ball
Predicted Path:   Brent Hodge --[(INV) directed_by]--> A Brony Tale --[starred_actors]--> Ashleigh Ball
Path (Raw):       Brent Hodge --[No Operation]--> Brent Hodge --[(INV) directed_by]--> A Brony Tale --[starred_actors]--> Ashleigh Ball
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of neve campbell written movies
Start Entity:     Neve Campbell
Gold Answer:      [['Robert Altman']]
Predicted Ans:    James Toback
Predicted Path:   Neve Campbell --[(INV) starred_actors]--> When Will I Be Loved --[directed_by]--> James Toback
Path (Raw):       Neve Campbell --[No Operation]--> Neve Campbell --[(INV) starred_actors]--> When Will I Be Loved --[directed_by]--> James Toback
Neg LogProb(↓):   0.657823
Path Entropy(↓):  1.143499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the screenwriter with diggers
Start Entity:     Diggers
Gold Answer:      [['The Ten']]
Predicted Ans:    The Ten
Predicted Path:   Diggers --[written_by]--> Ken Marino --[(INV) written_by]--> The Ten
Path (Raw):       Diggers --[written_by]--> Ken Marino --[(INV) written_by]--> The Ten --[No Operation]--> The Ten
Neg LogProb(↓):   0.003912
Path Entropy(↓):  0.026764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does christina applegate appear in
Start Entity:     Christina Applegate
Gold Answer:      [['The Sweetest Thing', 'Just Visiting', 'Hall Pass', 'View from the Top', 'Employee of the Month', 'The Rocker', 'The Big Hit', "Don't Tell Mom the Babysitter's Dead", 'Surviving Christmas']]
Predicted Ans:    Threesome
Predicted Path:   Christina Applegate --[(INV) starred_actors]--> Don't Tell Mom the Babysitter's Dead --[starred_actors]--> Josh Charles --[(INV) starred_actors]--> Threesome
Path (Raw):       Christina Applegate --[(INV) starred_actors]--> Don't Tell Mom the Babysitter's Dead --[starred_actors]--> Josh Charles --[(INV) starred_actors]--> Threesome
Neg LogProb(↓):   0.581395
Path Entropy(↓):  1.262649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films acted by naomie harris in
Start Entity:     Naomie Harris
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Naomie Harris --[(INV) starred_actors]--> The First Grader --[has_genre]--> Drama
Path (Raw):       Naomie Harris --[No Operation]--> Naomie Harris --[(INV) starred_actors]--> The First Grader --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of beeswax
Start Entity:     Beeswax
Gold Answer:      [['Andrew Bujalski']]
Predicted Ans:    Maggie Hatcher
Predicted Path:   Beeswax --[directed_by]--> Andrew Bujalski --[(INV) directed_by]--> Beeswax --[starred_actors]--> Maggie Hatcher
Path (Raw):       Beeswax --[directed_by]--> Andrew Bujalski --[(INV) directed_by]--> Beeswax --[starred_actors]--> Maggie Hatcher
Neg LogProb(↓):   0.023188
Path Entropy(↓):  0.110330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of kinky boots
Start Entity:     Kinky Boots
Gold Answer:      [['Blackball', "It's a Boy Girl Thing", 'Calendar Girls']]
Predicted Ans:    Calendar Girls
Predicted Path:   Kinky Boots --[written_by]--> Tim Firth --[(INV) written_by]--> Calendar Girls
Path (Raw):       Kinky Boots --[written_by]--> Tim Firth --[(INV) written_by]--> Calendar Girls --[No Operation]--> Calendar Girls
Neg LogProb(↓):   0.337473
Path Entropy(↓):  0.899561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with juliane koepcke
Start Entity:     Juliane Koepcke
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Juliane Koepcke --[(INV) starred_actors]--> Wings of Hope --[starred_actors]--> Werner Herzog
Path (Raw):       Juliane Koepcke --[No Operation]--> Juliane Koepcke --[(INV) starred_actors]--> Wings of Hope --[starred_actors]--> Werner Herzog
Neg LogProb(↓):   0.000289
Path Entropy(↓):  0.002646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of ron rash written films
Start Entity:     Ron Rash
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Ron Rash --[(INV) written_by]--> Serena --[release_year]--> 2014
Path (Raw):       Ron Rash --[No Operation]--> Ron Rash --[(INV) written_by]--> Serena --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did dennis iliadis write
Start Entity:     Dennis Iliadis
Gold Answer:      [['+1']]
Predicted Ans:    +1
Predicted Path:   Dennis Iliadis --[(INV) written_by]--> +1 --[written_by]--> Dennis Iliadis --[(INV) written_by]--> +1
Path (Raw):       Dennis Iliadis --[(INV) written_by]--> +1 --[written_by]--> Dennis Iliadis --[(INV) written_by]--> +1
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of philip saville directed movies
Start Entity:     Philip Saville
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Philip Saville --[(INV) directed_by]--> Metroland --[release_year]--> 1997
Path (Raw):       Philip Saville --[No Operation]--> Philip Saville --[(INV) directed_by]--> Metroland --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with derry quinn
Start Entity:     Derry Quinn
Gold Answer:      [['Emeric Pressburger', 'Vittoriano Petrilli', 'Ray Rigby', 'Duilio Coletti']]
Predicted Ans:    Emeric Pressburger
Predicted Path:   Derry Quinn --[(INV) written_by]--> Operation Crossbow --[written_by]--> Emeric Pressburger
Path (Raw):       Derry Quinn --[No Operation]--> Derry Quinn --[(INV) written_by]--> Operation Crossbow --[written_by]--> Emeric Pressburger
Neg LogProb(↓):   0.290999
Path Entropy(↓):  0.697121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film pot o'gold are written by who
Start Entity:     Pot o' Gold
Gold Answer:      [['Laurence Stallings', 'Waldo Salt', 'Arch Oboler', 'André de Lorde', 'Dana Burnet', 'Dashiell Hammett', 'John Twist', 'C. Gardner Sullivan', 'Lou Breslow', 'Henry Ephron', 'Joseph Bologna', 'Richard L. Breen', 'Phoebe Ephron', 'James Lee Barrett', 'Cornell Woolrich', 'Charles W. Goddard', 'Paul Dickey', 'Philip Barry', 'Miklós László', 'Glendon Swarthout', 'Ketti Frings', 'Burgess Meredith', 'Thomas T. Flynn', 'Frank Burt', 'Renée Taylor', 'Billy Wilder', 'Charles Brackett', 'Virginia Van Upp', 'Charles Lederer', 'Scott Hale', 'Miles Hood Swarthout', 'John D. Voelker', 'Lewis R. Foster', 'Max Brand', 'Sidney Buchman', 'Paul Osborn', 'Dorothy M. Johnson', 'Frank Capra', 'Walter DeLeon', 'James Warner Bellah', 'Samson Raphaelson', 'Donald Ogden Stewart', 'Wendell Mayes', 'Nunnally Johnson', 'Harold Jack Bloom', 'Alec Coppel', 'Charles Bennett', 'Sam Rolfe', 'Philip Yordan', 'Graham Yost', 'John Michael Hayes', 'Alan Le May', 'Octave Mirbeau', 'John Willard', 'Davis Grubb', 'Thelma Strabel', 'Edward Streeter', 'Moss Hart', 'Will Cook', 'Don Whitehead', 'Nevil Shute', 'Samuel A. Taylor', 'Borden Chase', 'Robert L. Richards', 'Karl Tunberg', 'Oliver Parker', 'Oscar Wilde', 'George S. Kaufman', 'Johnny Mercer', 'Ernest Pagano', 'Rosamond Marshall', 'P.J. Wolfson', 'Mary Chase', 'Joseph Dougherty', 'Philip Van Doren Stern', 'Willis Goldbeck']]
Predicted Ans:    Oscar Wilde
Predicted Path:   Pot o' Gold --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[written_by]--> Oscar Wilde
Path (Raw):       Pot o' Gold --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[written_by]--> Oscar Wilde
Neg LogProb(↓):   0.910400
Path Entropy(↓):  1.437626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by elizabeth mitchell
Start Entity:     Elizabeth Mitchell
Gold Answer:      [['1998', '2011']]
Predicted Ans:    2011
Predicted Path:   Elizabeth Mitchell --[(INV) starred_actors]--> Answers to Nothing --[release_year]--> 2011
Path (Raw):       Elizabeth Mitchell --[No Operation]--> Elizabeth Mitchell --[(INV) starred_actors]--> Answers to Nothing --[release_year]--> 2011
Neg LogProb(↓):   0.118332
Path Entropy(↓):  0.349853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for red salute
Start Entity:     Red Salute
Gold Answer:      [['Humphrey Pearson']]
Predicted Ans:    Humphrey Pearson
Predicted Path:   Red Salute --[written_by]--> Humphrey Pearson --[(INV) written_by]--> Red Salute --[written_by]--> Humphrey Pearson
Path (Raw):       Red Salute --[written_by]--> Humphrey Pearson --[(INV) written_by]--> Red Salute --[written_by]--> Humphrey Pearson
Neg LogProb(↓):   0.005146
Path Entropy(↓):  0.032181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the visitor
Start Entity:     The Visitor
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Visitor --[starred_actors]--> John Huston --[(INV) starred_actors]--> Wise Blood --[has_genre]--> Comedy
Path (Raw):       The Visitor --[starred_actors]--> John Huston --[(INV) starred_actors]--> Wise Blood --[has_genre]--> Comedy
Neg LogProb(↓):   0.548488
Path Entropy(↓):  1.226816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by fred olen ray in
Start Entity:     Fred Olen Ray
Gold Answer:      [['Horror', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Fred Olen Ray --[(INV) directed_by]--> The Shooter --[has_genre]--> Western
Path (Raw):       Fred Olen Ray --[No Operation]--> Fred Olen Ray --[(INV) directed_by]--> The Shooter --[has_genre]--> Western
Neg LogProb(↓):   0.010651
Path Entropy(↓):  0.058714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of land and freedom
Start Entity:     Land and Freedom
Gold Answer:      [['Ken Loach']]
Predicted Ans:    Ken Loach
Predicted Path:   Land and Freedom --[written_by]--> Jim Allen --[(INV) written_by]--> The Big Flame --[directed_by]--> Ken Loach
Path (Raw):       Land and Freedom --[written_by]--> Jim Allen --[(INV) written_by]--> The Big Flame --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.040445
Path Entropy(↓):  0.166793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film my neighbors the yamadas
Start Entity:     My Neighbors the Yamadas
Gold Answer:      [['Isao Takahata', 'Akiyuki Nosaka']]
Predicted Ans:    Isao Takahata
Predicted Path:   My Neighbors the Yamadas --[directed_by]--> Isao Takahata --[(INV) directed_by]--> Only Yesterday --[written_by]--> Isao Takahata
Path (Raw):       My Neighbors the Yamadas --[directed_by]--> Isao Takahata --[(INV) directed_by]--> Only Yesterday --[written_by]--> Isao Takahata
Neg LogProb(↓):   0.254884
Path Entropy(↓):  0.574489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by gary paulsen were released in which years
Start Entity:     Gary Paulsen
Gold Answer:      [['1990', '2002']]
Predicted Ans:    2002
Predicted Path:   Gary Paulsen --[(INV) written_by]--> Snow Dogs --[release_year]--> 2002
Path (Raw):       Gary Paulsen --[No Operation]--> Gary Paulsen --[(INV) written_by]--> Snow Dogs --[release_year]--> 2002
Neg LogProb(↓):   0.000796
Path Entropy(↓):  0.006477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by a slight case of murder actors
Start Entity:     A Slight Case of Murder
Gold Answer:      [['William Dieterle', 'Fritz Lang', 'Cecil B. DeMille', 'Edward F. Cline', 'John Huston', 'Rudolph Maté', 'Lewis Allen', 'Roy Rowland', 'William A. Wellman', 'Mervyn LeRoy', 'Billy Wilder', 'Henry Hathaway', 'John Ford', 'Alfred E. Green', 'Mark Robson', 'Michael Curtiz', 'Jerry Paris', 'Frank Capra', 'Anatole Litvak', 'Luchino Visconti', 'Jack Arnold', 'Jack Cardiff', 'Arnold Laven', 'Vincente Minnelli', 'John Farrow', 'Lloyd Bacon', 'Orson Welles', 'Phil Karlson', 'Joseph L. Mankiewicz', 'Howard Hawks', 'Gary Sherman']]
Predicted Ans:    Billy Wilder
Predicted Path:   A Slight Case of Murder --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Path (Raw):       A Slight Case of Murder --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.828140
Path Entropy(↓):  1.577929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed o
Start Entity:     O
Gold Answer:      [['2001', '1997', '2009']]
Predicted Ans:    2009
Predicted Path:   O --[directed_by]--> Tim Blake Nelson --[(INV) directed_by]--> Leaves of Grass --[release_year]--> 2009
Path (Raw):       O --[directed_by]--> Tim Blake Nelson --[(INV) directed_by]--> Leaves of Grass --[release_year]--> 2009
Neg LogProb(↓):   0.574979
Path Entropy(↓):  1.122758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the devil's rejects actors
Start Entity:     The Devil's Rejects
Gold Answer:      [['Tobe Hooper', 'Rob Zombie']]
Predicted Ans:    Rob Zombie
Predicted Path:   The Devil's Rejects --[starred_actors]--> Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[directed_by]--> Rob Zombie
Path (Raw):       The Devil's Rejects --[starred_actors]--> Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[directed_by]--> Rob Zombie
Neg LogProb(↓):   0.553248
Path Entropy(↓):  0.731170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie showdown in little tokyo were in which languages
Start Entity:     Showdown in Little Tokyo
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Showdown in Little Tokyo --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Path (Raw):       Showdown in Little Tokyo --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.026908
Path Entropy(↓):  0.141753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by megs jenkins
Start Entity:     Megs Jenkins
Gold Answer:      [['Jack Clayton']]
Predicted Ans:    Jack Clayton
Predicted Path:   Megs Jenkins --[(INV) starred_actors]--> The Innocents --[directed_by]--> Jack Clayton
Path (Raw):       Megs Jenkins --[No Operation]--> Megs Jenkins --[(INV) starred_actors]--> The Innocents --[directed_by]--> Jack Clayton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the long gray line
Start Entity:     The Long Gray Line
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Sy Gomberg', 'Dorothy M. Johnson', 'James Gould Cozzens', 'Winston Miller', 'Richard Llewellyn', 'Walter D. Edmonds', 'Frank S. Nugent', 'Roy Huggins', "Liam O'Flaherty", 'James Warner Bellah', 'Maxwell Anderson', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Philip MacDonald', 'Robert Riskin', 'Maurice Walsh', 'Will Cook', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Dan Gordon', 'Garrett Fort', "Sean O'Casey", 'John McCormick', 'William L. White', 'Graham Greene', 'Thomas Heggen', 'Norah Lofts', 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', "Eugene O'Neill", 'Willis Goldbeck']]
Predicted Ans:    Frank S. Nugent
Predicted Path:   The Long Gray Line --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[written_by]--> Frank S. Nugent
Path (Raw):       The Long Gray Line --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[written_by]--> Frank S. Nugent
Neg LogProb(↓):   1.656383
Path Entropy(↓):  2.932388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of pocket money
Start Entity:     Pocket Money
Gold Answer:      [['1998', '1978', '2005', '1973', '2012', '2011']]
Predicted Ans:    2011
Predicted Path:   Pocket Money --[written_by]--> Terrence Malick --[(INV) written_by]--> The Tree of Life --[release_year]--> 2011
Path (Raw):       Pocket Money --[written_by]--> Terrence Malick --[(INV) written_by]--> The Tree of Life --[release_year]--> 2011
Neg LogProb(↓):   0.430062
Path Entropy(↓):  1.029261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the great locomotive chase
Start Entity:     The Great Locomotive Chase
Gold Answer:      [['Fess Parker', 'Jeffrey Hunter', 'Jeff York', 'John Lupton']]
Predicted Ans:    Jeff York
Predicted Path:   The Great Locomotive Chase --[starred_actors]--> Jeff York --[(INV) starred_actors]--> Old Yeller --[starred_actors]--> Jeff York
Path (Raw):       The Great Locomotive Chase --[starred_actors]--> Jeff York --[(INV) starred_actors]--> Old Yeller --[starred_actors]--> Jeff York
Neg LogProb(↓):   0.373322
Path Entropy(↓):  0.853298
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did ang lee write
Start Entity:     Ang Lee
Gold Answer:      [['Eat Drink Man Woman', 'Tortilla Soup', 'Pushing Hands', 'The Wedding Banquet']]
Predicted Ans:    The Wedding Banquet
Predicted Path:   Ang Lee --[(INV) written_by]--> The Wedding Banquet --[written_by]--> Ang Lee --[(INV) written_by]--> The Wedding Banquet
Path (Raw):       Ang Lee --[(INV) written_by]--> The Wedding Banquet --[written_by]--> Ang Lee --[(INV) written_by]--> The Wedding Banquet
Neg LogProb(↓):   0.024222
Path Entropy(↓):  0.138078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the return of a man called horse
Start Entity:     The Return of a Man Called Horse
Gold Answer:      [['Barry Shear', 'Clint Eastwood', 'Ken Hughes', 'Michael Anderson', 'Frank Tashlin', 'Peter Medak', 'Elliot Silverstein', 'Robert Vernay', 'John Frankenheimer', 'Darrell Roodt', 'Martin Ritt', 'Randa Haines', 'Dave Fleischer', 'Kevin Reynolds', 'Samuel Fuller', 'Joshua Logan', 'Lindsay Anderson', 'Andrew V. McLaglen', 'Richard Lester', 'Michelangelo Antonioni', 'John Derek', 'Rob Letterman', 'Sam Peckinpah', 'Rowland V. Lee', 'Don Boyd', 'Jim Sheridan']]
Predicted Ans:    Frank Tashlin
Predicted Path:   The Return of a Man Called Horse --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[directed_by]--> Frank Tashlin
Path (Raw):       The Return of a Man Called Horse --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[directed_by]--> Frank Tashlin
Neg LogProb(↓):   0.639585
Path Entropy(↓):  1.295577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by joseph strick
Start Entity:     Joseph Strick
Gold Answer:      [['Mario Camerini']]
Predicted Ans:    Homer
Predicted Path:   Joseph Strick --[(INV) directed_by]--> Ulysses --[written_by]--> Homer
Path (Raw):       Joseph Strick --[No Operation]--> Joseph Strick --[(INV) directed_by]--> Ulysses --[written_by]--> Homer
Neg LogProb(↓):   0.604211
Path Entropy(↓):  0.850117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie telefon
Start Entity:     Telefon
Gold Answer:      [['Walter Hill', 'Rainer Werner Fassbinder', 'Brian Garfield', 'Bram Stoker', 'Don Jakoby', 'David Lee Henry', 'Jacques Demy', 'Kenneth Cook', 'Evan Jones', 'Tom Gries', 'Ira Wallach', 'Otto Klement', 'Hamilton Deane', 'Gail Morgan Hickman', 'Theodore V. Olsen', 'Roderick Thorp', 'Leigh Vance', 'David Seltzer', 'Clive Egleton', 'Rob Zombie', 'Alistair MacLean', 'John D. Voelker', 'Harry Kleiner', 'George Lucas', 'Fred Coe', 'Paul Osborn', 'John Crowther', 'John Melson', 'R. Lance Hill', 'Sergio Donati', 'Richard Matheson', 'Tennessee Williams', 'Gordon Gordon', 'John Carpenter', 'Francis Ford Coppola', 'Bernardo Bertolucci', 'Sergio Leone', 'Wendell Mayes', 'John Gay', 'Debra Hill', 'Dario Argento', 'Augusto Caminito', 'Walter Murch', 'Ken Kesey', 'Borden Deal', 'William Bradford Huie', 'John L. Balderston', 'William Goldman', 'Paul Dehn', 'Joseph Kessel', 'James Hadley Chase', 'William Klein', 'Elmore Leonard', 'Hans Hellmut Kirst', 'William Roberts', 'David Worth', 'Horton Foote', 'Abby Mann', 'Jerome Bixby', 'Leo Gordon', 'Mildred Gordon', 'Peter Maas']]
Predicted Ans:    John Carpenter
Predicted Path:   Telefon --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Halloween --[written_by]--> John Carpenter
Path (Raw):       Telefon --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Halloween --[written_by]--> John Carpenter
Neg LogProb(↓):   1.231395
Path Entropy(↓):  2.160423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of oren rudavsky
Start Entity:     Oren Rudavsky
Gold Answer:      [['Daniel Menaker']]
Predicted Ans:    Oren Rudavsky
Predicted Path:   Oren Rudavsky --[(INV) written_by]--> The Treatment --[written_by]--> Oren Rudavsky
Path (Raw):       Oren Rudavsky --[No Operation]--> Oren Rudavsky --[(INV) written_by]--> The Treatment --[written_by]--> Oren Rudavsky
Neg LogProb(↓):   0.008297
Path Entropy(↓):  0.051069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of the film diamonds
Start Entity:     Diamonds
Gold Answer:      [['Allan Aaron Katz']]
Predicted Ans:    Allan Aaron Katz
Predicted Path:   Diamonds --[written_by]--> Allan Aaron Katz --[(INV) written_by]--> Diamonds --[written_by]--> Allan Aaron Katz
Path (Raw):       Diamonds --[written_by]--> Allan Aaron Katz --[(INV) written_by]--> Diamonds --[written_by]--> Allan Aaron Katz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Barry foster appears in which movies
Start Entity:     Barry Foster
Gold Answer:      [['Frenzy']]
Predicted Ans:    Frenzy
Predicted Path:   Barry Foster --[(INV) starred_actors]--> Frenzy --[starred_actors]--> Barry Foster --[(INV) starred_actors]--> Frenzy
Path (Raw):       Barry Foster --[(INV) starred_actors]--> Frenzy --[starred_actors]--> Barry Foster --[(INV) starred_actors]--> Frenzy
Neg LogProb(↓):   0.005736
Path Entropy(↓):  0.038150
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of unfaithful starred who
Start Entity:     Unfaithful
Gold Answer:      [['Stéphane Audran', 'Jacqueline Sassard', 'Rhys Ifans', 'Louis Jourdan', 'Van Heflin', 'Isabelle Huppert', 'Gregory Peck', 'Kirsten Dunst', 'Emma Stone', 'Andrew Garfield', 'Michael Caine', 'Jane Fonda', 'Mary Tyler Moore', "Tatum O'Neal", 'Judd Hirsch', 'Joanne Woodward', 'Gérard Depardieu', 'Herbert Lom', 'Haley Joel Osment', 'François Cluzet', 'Jennifer Jones', 'Karl Malden', 'Penelope Ann Miller', 'Thomas Haden Church', 'Jason Robards', 'Emmanuelle Béart', 'James Spader', 'Whoopi Goldberg', 'Shirley MacLaine', 'Nell Potts', 'Roberta Wallach', 'Alan Rickman', 'Danny DeVito', 'Liza Minnelli', 'Tim McIntire', 'Wendell Burton', 'Kathy Bates', 'Susan Sarandon', 'Colin Firth', 'Donald Sutherland', 'James Franco', 'Denis Leary', 'Richard Dreyfuss', 'Jason Alexander', 'Vanessa Redgrave', 'Timothy Hutton', 'Tom Courtenay', 'Tilda Swinton', 'James Mason', 'Tobey Maguire', 'Barbra Streisand']]
Predicted Ans:    James Franco
Predicted Path:   Unfaithful --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Path (Raw):       Unfaithful --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.837919
Path Entropy(↓):  1.514071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the tales of hoffmann fall under
Start Entity:     The Tales of Hoffmann
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    War
Predicted Path:   The Tales of Hoffmann --[directed_by]--> Michael Powell --[(INV) directed_by]--> One of Our Aircraft Is Missing --[has_genre]--> War
Path (Raw):       The Tales of Hoffmann --[directed_by]--> Michael Powell --[(INV) directed_by]--> One of Our Aircraft Is Missing --[has_genre]--> War
Neg LogProb(↓):   0.366262
Path Entropy(↓):  0.640644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by sarah spillane release
Start Entity:     Sarah Spillane
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Sarah Spillane --[(INV) directed_by]--> Around the Block --[release_year]--> 2013
Path (Raw):       Sarah Spillane --[No Operation]--> Sarah Spillane --[(INV) directed_by]--> Around the Block --[release_year]--> 2013
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did marco risi direct
Start Entity:     Marco Risi
Gold Answer:      [['Maradona, the Hand of God']]
Predicted Ans:    Maradona, the Hand of God
Predicted Path:   Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God --[directed_by]--> Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God
Path (Raw):       Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God --[directed_by]--> Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by zac stanford
Start Entity:     Zac Stanford
Gold Answer:      [['2008', '2005']]
Predicted Ans:    2005
Predicted Path:   Zac Stanford --[(INV) written_by]--> The Chumscrubber --[release_year]--> 2005
Path (Raw):       Zac Stanford --[No Operation]--> Zac Stanford --[(INV) written_by]--> The Chumscrubber --[release_year]--> 2005
Neg LogProb(↓):   0.003338
Path Entropy(↓):  0.022333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in rambo iii
Start Entity:     Rambo III
Gold Answer:      [["Louis L'Amour", 'David Morrell', 'Herman J. Mankiewicz', 'Frederick Knott', 'Guy Trosper', 'Alistair MacLean', 'Joe Eszterhas', 'Pat Proft', 'Sylvester Stallone', 'Robert Anderson', 'Richard McKenna', 'Martin Caidin', 'Jim Abrahams', 'Robert Carrington', 'Lawrence Kasdan']]
Predicted Ans:    Lawrence Kasdan
Predicted Path:   Rambo III --[starred_actors]--> Richard Crenna --[(INV) starred_actors]--> Body Heat --[written_by]--> Lawrence Kasdan
Path (Raw):       Rambo III --[starred_actors]--> Richard Crenna --[(INV) starred_actors]--> Body Heat --[written_by]--> Lawrence Kasdan
Neg LogProb(↓):   0.621276
Path Entropy(↓):  0.791842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter hunter hill
Start Entity:     Hunter Hill
Gold Answer:      [['Sissy Spacek']]
Predicted Ans:    Sissy Spacek
Predicted Path:   Hunter Hill --[(INV) written_by]--> Lake City --[starred_actors]--> Sissy Spacek
Path (Raw):       Hunter Hill --[No Operation]--> Hunter Hill --[(INV) written_by]--> Lake City --[starred_actors]--> Sissy Spacek
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with battle cry were released in which years
Start Entity:     Battle Cry
Gold Answer:      [['1969', '1957', '1960']]
Predicted Ans:    1969
Predicted Path:   Battle Cry --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz --[release_year]--> 1969
Path (Raw):       Battle Cry --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz --[release_year]--> 1969
Neg LogProb(↓):   0.104207
Path Entropy(↓):  0.336779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film eat sleep die starred which actors
Start Entity:     Eat Sleep Die
Gold Answer:      [['Nermina Lukac']]
Predicted Ans:    Nermina Lukac
Predicted Path:   Eat Sleep Die --[starred_actors]--> Nermina Lukac --[(INV) starred_actors]--> Eat Sleep Die --[starred_actors]--> Nermina Lukac
Path (Raw):       Eat Sleep Die --[starred_actors]--> Nermina Lukac --[(INV) starred_actors]--> Eat Sleep Die --[starred_actors]--> Nermina Lukac
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by van heflin release
Start Entity:     Van Heflin
Gold Answer:      [['1946', '1954', '1959', '1941', '1951', '1953', '1947', '1956', '1931', '1943', '1948', '1942', '1981', '1955', '2000', '1949', '1991', '1987', '1958']]
Predicted Ans:    1955
Predicted Path:   Van Heflin --[(INV) starred_actors]--> Count Three and Pray --[release_year]--> 1955
Path (Raw):       Van Heflin --[No Operation]--> Van Heflin --[(INV) starred_actors]--> Count Three and Pray --[release_year]--> 1955
Neg LogProb(↓):   2.155866
Path Entropy(↓):  2.260910
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie before the rain
Start Entity:     Before the Rain
Gold Answer:      [['Milcho Manchevski']]
Predicted Ans:    Milcho Manchevski
Predicted Path:   Before the Rain --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Dust --[written_by]--> Milcho Manchevski
Path (Raw):       Before the Rain --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Dust --[written_by]--> Milcho Manchevski
Neg LogProb(↓):   0.001168
Path Entropy(↓):  0.009443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in all the boys love mandy lane
Start Entity:     All the Boys Love Mandy Lane
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   All the Boys Love Mandy Lane --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> 3 Days to Kill --[has_genre]--> Thriller
Path (Raw):       All the Boys Love Mandy Lane --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> 3 Days to Kill --[has_genre]--> Thriller
Neg LogProb(↓):   0.527713
Path Entropy(↓):  1.554767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the devil commands director
Start Entity:     The Devil Commands
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Adventure
Predicted Path:   The Devil Commands --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Soldier of Fortune --[has_genre]--> Adventure
Path (Raw):       The Devil Commands --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Soldier of Fortune --[has_genre]--> Adventure
Neg LogProb(↓):   0.783861
Path Entropy(↓):  1.513631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of investigation of a citizen above suspicion
Start Entity:     Investigation of a Citizen Above Suspicion
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Investigation of a Citizen Above Suspicion --[directed_by]--> Elio Petri --[(INV) directed_by]--> I giorni contati --[has_genre]--> Drama
Path (Raw):       Investigation of a Citizen Above Suspicion --[directed_by]--> Elio Petri --[(INV) directed_by]--> I giorni contati --[has_genre]--> Drama
Neg LogProb(↓):   0.016079
Path Entropy(↓):  0.082375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by bohdan slama were released in which years
Start Entity:     Bohdan Sláma
Gold Answer:      [['2008', '2005', '2001']]
Predicted Ans:    2005
Predicted Path:   Bohdan Sláma --[(INV) directed_by]--> Something Like Happiness --[release_year]--> 2005
Path (Raw):       Bohdan Sláma --[No Operation]--> Bohdan Sláma --[(INV) directed_by]--> Something Like Happiness --[release_year]--> 2005
Neg LogProb(↓):   0.755068
Path Entropy(↓):  1.015466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the wheeler dealers were in which genres
Start Entity:     The Wheeler Dealers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Wheeler Dealers --[written_by]--> Ira Wallach --[(INV) written_by]--> The Wheeler Dealers --[has_genre]--> Comedy
Path (Raw):       The Wheeler Dealers --[written_by]--> Ira Wallach --[(INV) written_by]--> The Wheeler Dealers --[has_genre]--> Comedy
Neg LogProb(↓):   0.245929
Path Entropy(↓):  0.593365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with high school fall under
Start Entity:     High School
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   High School --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[has_genre]--> Thriller
Path (Raw):       High School --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[has_genre]--> Thriller
Neg LogProb(↓):   1.109097
Path Entropy(↓):  1.769699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the big red one fall under
Start Entity:     The Big Red One
Gold Answer:      [['Drama', 'War', 'Western']]
Predicted Ans:    War
Predicted Path:   The Big Red One --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       The Big Red One --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   0.294925
Path Entropy(↓):  0.893105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by niranjan iyengar in
Start Entity:     Niranjan Iyengar
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Niranjan Iyengar --[(INV) written_by]--> Kal Ho Naa Ho --[has_genre]--> Comedy
Path (Raw):       Niranjan Iyengar --[No Operation]--> Niranjan Iyengar --[(INV) written_by]--> Kal Ho Naa Ho --[has_genre]--> Comedy
Neg LogProb(↓):   0.324627
Path Entropy(↓):  0.590292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the tall men actors release
Start Entity:     The Tall Men
Gold Answer:      [['1980', '1954', '1959', '1936', '1935', '1967', '1939', '1933', '1957', '1951', '2004', '1973', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1972', '1971', '1940', '1938', '1996', '1922', '1961', '1955', '1962', '1988', '1934', '2000', '1949', '1966', '1950', '1960', '1952', '1965', '1937', '1969', '1928', '1958']]
Predicted Ans:    1947
Predicted Path:   The Tall Men --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Crossfire --[release_year]--> 1947
Path (Raw):       The Tall Men --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Crossfire --[release_year]--> 1947
Neg LogProb(↓):   2.056167
Path Entropy(↓):  2.947293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of abduction
Start Entity:     Abduction
Gold Answer:      [['Michael Rapaport', 'Tyrese Gibson', 'Janet Jackson', 'Christopher St. John', 'Cole Hauser', 'Kristy Swanson', 'Ving Rhames', 'Jeffrey Wright', 'Don Cheadle', 'Paul Walker', 'Moses Gunn', 'Christian Bale', 'Jon Voight', 'Eva Mendes', 'Tupac Shakur', 'Garrett Hedlund', 'Charles Cioffi', 'Angela Bassett', 'Richard Roundtree', 'Samuel L. Jackson', 'Mark Wahlberg', 'Omar Epps']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Abduction --[directed_by]--> John Singleton --[(INV) directed_by]--> Four Brothers --[starred_actors]--> Mark Wahlberg
Path (Raw):       Abduction --[directed_by]--> John Singleton --[(INV) directed_by]--> Four Brothers --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.151188
Path Entropy(↓):  0.474360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by riccardo freda
Start Entity:     Riccardo Freda
Gold Answer:      [['Peter Baldwin', 'Barbara Steele']]
Predicted Ans:    Barbara Steele
Predicted Path:   Riccardo Freda --[(INV) written_by]--> The Ghost --[starred_actors]--> Barbara Steele
Path (Raw):       Riccardo Freda --[No Operation]--> Riccardo Freda --[(INV) written_by]--> The Ghost --[starred_actors]--> Barbara Steele
Neg LogProb(↓):   0.001353
Path Entropy(↓):  0.010297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie bopha!
Start Entity:     Bopha!
Gold Answer:      [['Danny Glover']]
Predicted Ans:    Danny Glover
Predicted Path:   Bopha! --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[starred_actors]--> Danny Glover
Path (Raw):       Bopha! --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[starred_actors]--> Danny Glover
Neg LogProb(↓):   0.145664
Path Entropy(↓):  0.527950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by peter helliar
Start Entity:     Peter Helliar
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Peter Helliar --[(INV) starred_actors]--> I Love You Too --[release_year]--> 2010
Path (Raw):       Peter Helliar --[No Operation]--> Peter Helliar --[(INV) starred_actors]--> I Love You Too --[release_year]--> 2010
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote la marseillaise
Start Entity:     La Marseillaise
Gold Answer:      [['1939', '1956', '1954', '2001', '1951', '1959', '1936', '1952', '1938', '1947', '1935', '1945', '1937', '1984', '1931']]
Predicted Ans:    1954
Predicted Path:   La Marseillaise --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[release_year]--> 1954
Path (Raw):       La Marseillaise --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[release_year]--> 1954
Neg LogProb(↓):   0.881211
Path Entropy(↓):  1.757806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Wheels on meals, when was it released
Start Entity:     Wheels on Meals
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Wheels on Meals --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Wheels on Meals --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   1.743014
Path Entropy(↓):  3.235323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did stephane demers act in
Start Entity:     Stéphane Demers
Gold Answer:      [['The Left-Hand Side of the Fridge']]
Predicted Ans:    The Left-Hand Side of the Fridge
Predicted Path:   Stéphane Demers --[(INV) starred_actors]--> The Left-Hand Side of the Fridge --[starred_actors]--> Paul Ahmarani --[(INV) starred_actors]--> The Left-Hand Side of the Fridge
Path (Raw):       Stéphane Demers --[(INV) starred_actors]--> The Left-Hand Side of the Fridge --[starred_actors]--> Paul Ahmarani --[(INV) starred_actors]--> The Left-Hand Side of the Fridge
Neg LogProb(↓):   0.150056
Path Entropy(↓):  0.403764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of veerle baetens starred movies
Start Entity:     Veerle Baetens
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Veerle Baetens --[(INV) starred_actors]--> The Broken Circle Breakdown --[release_year]--> 2012
Path (Raw):       Veerle Baetens --[No Operation]--> Veerle Baetens --[(INV) starred_actors]--> The Broken Circle Breakdown --[release_year]--> 2012
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by wendy hughes
Start Entity:     Wendy Hughes
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Wendy Hughes --[(INV) starred_actors]--> Newsfront --[release_year]--> 1978
Path (Raw):       Wendy Hughes --[No Operation]--> Wendy Hughes --[(INV) starred_actors]--> Newsfront --[release_year]--> 1978
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in white of the eye
Start Entity:     White of the Eye
Gold Answer:      [['David Keith', 'Cathy Moriarty']]
Predicted Ans:    David Keith
Predicted Path:   White of the Eye --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter --[starred_actors]--> David Keith
Path (Raw):       White of the Eye --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter --[starred_actors]--> David Keith
Neg LogProb(↓):   0.524141
Path Entropy(↓):  1.216135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed all or nothing
Start Entity:     All or Nothing
Gold Answer:      [['1988', '1997', '1971', '2008', '1990', '1993', '2004', '2010', '1999', '2014', '1984', '1977']]
Predicted Ans:    1999
Predicted Path:   All or Nothing --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Topsy-Turvy --[release_year]--> 1999
Path (Raw):       All or Nothing --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Topsy-Turvy --[release_year]--> 1999
Neg LogProb(↓):   0.585849
Path Entropy(↓):  1.540544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of django
Start Entity:     Django
Gold Answer:      [['Burt Reynolds', 'Ernest Borgnine', 'Terence Hill']]
Predicted Ans:    Ernest Borgnine
Predicted Path:   Django --[directed_by]--> Sergio Corbucci --[(INV) directed_by]--> Super Fuzz --[starred_actors]--> Ernest Borgnine
Path (Raw):       Django --[directed_by]--> Sergio Corbucci --[(INV) directed_by]--> Super Fuzz --[starred_actors]--> Ernest Borgnine
Neg LogProb(↓):   0.049988
Path Entropy(↓):  0.238178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film hi, mom! were in which genres
Start Entity:     Hi, Mom!
Gold Answer:      [['Drama', 'War', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   Hi, Mom! --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[has_genre]--> Mystery
Path (Raw):       Hi, Mom! --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[has_genre]--> Mystery
Neg LogProb(↓):   0.154028
Path Entropy(↓):  0.618276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by laura breckenridge in
Start Entity:     Laura Breckenridge
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Laura Breckenridge --[(INV) starred_actors]--> A Christmas Kiss --[has_genre]--> Romance
Path (Raw):       Laura Breckenridge --[No Operation]--> Laura Breckenridge --[(INV) starred_actors]--> A Christmas Kiss --[has_genre]--> Romance
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie queen bee
Start Entity:     Queen Bee
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Queen Bee --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Queen Bee --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.407990
Path Entropy(↓):  4.559623
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in synecdoche, new york
Start Entity:     Synecdoche, New York
Gold Answer:      [['2009', '2008', '2003', '2005', '2010', '1999', '2002', '2014', '2011', '2007']]
Predicted Ans:    1999
Predicted Path:   Synecdoche, New York --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless --[release_year]--> 1999
Path (Raw):       Synecdoche, New York --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless --[release_year]--> 1999
Neg LogProb(↓):   0.932855
Path Entropy(↓):  1.822630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the holiday
Start Entity:     The Holiday
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Holiday --[written_by]--> Nancy Meyers --[(INV) written_by]--> I Love Trouble --[has_genre]--> Comedy
Path (Raw):       The Holiday --[written_by]--> Nancy Meyers --[(INV) written_by]--> I Love Trouble --[has_genre]--> Comedy
Neg LogProb(↓):   0.073114
Path Entropy(↓):  0.266557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by cold prey 2 writers
Start Entity:     Cold Prey 2
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Cold Prey 2 --[written_by]--> Roar Uthaug --[(INV) written_by]--> Cold Prey --[has_genre]--> Horror
Path (Raw):       Cold Prey 2 --[written_by]--> Roar Uthaug --[(INV) written_by]--> Cold Prey --[has_genre]--> Horror
Neg LogProb(↓):   0.141108
Path Entropy(↓):  0.389431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with lisbon story fall under
Start Entity:     Lisbon Story
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   Lisbon Story --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       Lisbon Story --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.139243
Path Entropy(↓):  0.593836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the cowboy and the lady
Start Entity:     The Cowboy and the Lady
Gold Answer:      [['Musical', 'Biography', 'Comedy', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   The Cowboy and the Lady --[directed_by]--> H.C. Potter --[(INV) directed_by]--> The Story of Vernon and Irene Castle --[has_genre]--> Musical
Path (Raw):       The Cowboy and the Lady --[directed_by]--> H.C. Potter --[(INV) directed_by]--> The Story of Vernon and Irene Castle --[has_genre]--> Musical
Neg LogProb(↓):   0.346753
Path Entropy(↓):  0.847116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by jan de bont
Start Entity:     Jan de Bont
Gold Answer:      [['Bill Paxton', 'Lili Taylor', 'Owen Wilson', 'Crispin Glover', 'Keanu Reeves', 'Sandra Bullock', 'Liam Neeson', 'Dylan McDermott', 'Helen Hunt', 'Suzy Amis', 'Dennis Hopper', 'Julie Harris', 'Joe Morton', 'Russ Tamblyn', 'Richard Johnson', 'Claire Bloom', 'Harry Dean Stanton']]
Predicted Ans:    Liam Neeson
Predicted Path:   Jan de Bont --[(INV) directed_by]--> The Haunting --[starred_actors]--> Liam Neeson
Path (Raw):       Jan de Bont --[No Operation]--> Jan de Bont --[(INV) directed_by]--> The Haunting --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.035172
Path Entropy(↓):  0.191145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by kristian fraga released
Start Entity:     Kristian Fraga
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Kristian Fraga --[(INV) written_by]--> Severe Clear --[release_year]--> 2009
Path (Raw):       Kristian Fraga --[No Operation]--> Kristian Fraga --[(INV) written_by]--> Severe Clear --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with franz schulz
Start Entity:     Franz Schulz
Gold Answer:      [['Walter Salles', 'Billy Wilder', 'Charles Brackett', 'Edwin Justus Mayer', 'Daniela Thomas']]
Predicted Ans:    Billy Wilder
Predicted Path:   Franz Schulz --[(INV) written_by]--> Midnight --[written_by]--> Billy Wilder
Path (Raw):       Franz Schulz --[No Operation]--> Franz Schulz --[(INV) written_by]--> Midnight --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.131286
Path Entropy(↓):  0.443436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the black stallion
Start Entity:     The Black Stallion
Gold Answer:      [['Robert Dalva', 'Martin Scorsese', 'Simon Wincer', 'Steven Spielberg', 'Richard Pearce']]
Predicted Ans:    Carroll Ballard
Predicted Path:   The Black Stallion --[written_by]--> Walter Farley --[(INV) written_by]--> The Black Stallion --[directed_by]--> Carroll Ballard
Path (Raw):       The Black Stallion --[written_by]--> Walter Farley --[(INV) written_by]--> The Black Stallion --[directed_by]--> Carroll Ballard
Neg LogProb(↓):   0.196128
Path Entropy(↓):  0.499453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of guy and madeline on a park bench
Start Entity:     Guy and Madeline on a Park Bench
Gold Answer:      [['Whiplash']]
Predicted Ans:    Guy and Madeline on a Park Bench
Predicted Path:   Guy and Madeline on a Park Bench --[directed_by]--> Damien Chazelle --[(INV) directed_by]--> Guy and Madeline on a Park Bench
Path (Raw):       Guy and Madeline on a Park Bench --[No Operation]--> Guy and Madeline on a Park Bench --[directed_by]--> Damien Chazelle --[(INV) directed_by]--> Guy and Madeline on a Park Bench
Neg LogProb(↓):   0.469011
Path Entropy(↓):  0.733266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in joonas berghall written movies
Start Entity:     Joonas Berghäll
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Joonas Berghäll --[(INV) written_by]--> Steam of Life --[in_language]--> Finnish
Path (Raw):       Joonas Berghäll --[No Operation]--> Joonas Berghäll --[(INV) written_by]--> Steam of Life --[in_language]--> Finnish
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie paternity
Start Entity:     Paternity
Gold Answer:      [['Jerry Belson', 'John Sayles', 'Tom Gries', 'David McKenna', 'James Dickey', 'Paul Hogan', 'Ian Hislop', 'Nick Newman', 'Jonathan Gershfield', 'John Ross', 'Peter Bogdanovich', 'Don Bluth', 'Blake Edwards', 'François Truffaut', 'Barry Levinson', 'Robert Altman', 'James L. Brooks', 'Elisa Bell', 'Bob Ducsay', 'Carl Hiaasen', 'Robert MacLeod', 'Colin Higgins', 'Christopher Frank', 'William P. Wingate', 'Robert K. Ottum', 'William W. Norton', 'William Neely', 'Walter Bernstein', 'Dan Jenkins', 'Dan Wakefield', 'Andrew Bergman', 'Peter Masterson', 'Valerie Curtin', 'Hal Needham', 'Rick Moranis', 'Thomas Rickman', 'Dave Barry', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'David Monteagudo', 'Elmore Leonard', 'Larry L. King', 'Gerald Di Pego', 'Dave Thomas', 'Carole Eastman', 'Evan Hunter', 'John Hughes', 'William Diehl']]
Predicted Ans:    Blake Edwards
Predicted Path:   Paternity --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Paternity --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.935269
Path Entropy(↓):  1.364564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie people like us were in which genres
Start Entity:     People Like Us
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   People Like Us --[written_by]--> Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Path (Raw):       People Like Us --[written_by]--> Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Neg LogProb(↓):   0.049922
Path Entropy(↓):  0.235130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by mauricio katz
Start Entity:     Mauricio Katz
Gold Answer:      [['Gerardo Naranjo']]
Predicted Ans:    Gerardo Naranjo
Predicted Path:   Mauricio Katz --[(INV) written_by]--> Miss Bala --[directed_by]--> Gerardo Naranjo
Path (Raw):       Mauricio Katz --[No Operation]--> Mauricio Katz --[(INV) written_by]--> Miss Bala --[directed_by]--> Gerardo Naranjo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jill culton
Start Entity:     Jill Culton
Gold Answer:      [['Debra Messing', 'Martin Lawrence', 'Ashton Kutcher', 'Gary Sinise']]
Predicted Ans:    Ashton Kutcher
Predicted Path:   Jill Culton --[(INV) directed_by]--> Open Season --[starred_actors]--> Ashton Kutcher
Path (Raw):       Jill Culton --[No Operation]--> Jill Culton --[(INV) directed_by]--> Open Season --[starred_actors]--> Ashton Kutcher
Neg LogProb(↓):   0.009721
Path Entropy(↓):  0.054857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by hamid djavadan
Start Entity:     Hamid Djavadan
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Hamid Djavadan --[(INV) starred_actors]--> The Patience Stone --[has_genre]--> Drama
Path (Raw):       Hamid Djavadan --[No Operation]--> Hamid Djavadan --[(INV) starred_actors]--> The Patience Stone --[has_genre]--> Drama
Neg LogProb(↓):   0.016948
Path Entropy(↓):  0.085332
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of narc
Start Entity:     Narc
Gold Answer:      [['Joe Carnahan']]
Predicted Ans:    Joe Carnahan
Predicted Path:   Narc --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[directed_by]--> Joe Carnahan
Path (Raw):       Narc --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[directed_by]--> Joe Carnahan
Neg LogProb(↓):   0.392683
Path Entropy(↓):  0.745337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the life and death of peter sellers
Start Entity:     The Life and Death of Peter Sellers
Gold Answer:      [['Roger Lewis']]
Predicted Ans:    Roger Lewis
Predicted Path:   The Life and Death of Peter Sellers --[written_by]--> Roger Lewis --[(INV) written_by]--> The Life and Death of Peter Sellers --[written_by]--> Roger Lewis
Path (Raw):       The Life and Death of Peter Sellers --[written_by]--> Roger Lewis --[(INV) written_by]--> The Life and Death of Peter Sellers --[written_by]--> Roger Lewis
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by haley joel osment
Start Entity:     haley joel osment
Gold Answer:      [['Bogus', 'The Sixth Sense', 'Pay It Forward', 'A.I. Artificial Intelligence', 'Secondhand Lions']]
Predicted Ans:    The Sixth Sense
Predicted Path:   haley joel osment --[(INV) has_tags]--> The Sixth Sense --[has_tags]--> surprise ending --[(INV) has_tags]--> The Sixth Sense
Path (Raw):       haley joel osment --[(INV) has_tags]--> The Sixth Sense --[has_tags]--> surprise ending --[(INV) has_tags]--> The Sixth Sense
Neg LogProb(↓):   0.048770
Path Entropy(↓):  0.246877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of la chienne
Start Entity:     La Chienne
Gold Answer:      [['Jean Renoir', 'Mark Rydell', 'Jarmo Lampela']]
Predicted Ans:    Jean Renoir
Predicted Path:   La Chienne --[written_by]--> Jean Renoir --[(INV) written_by]--> The Rules of the Game --[directed_by]--> Jean Renoir
Path (Raw):       La Chienne --[written_by]--> Jean Renoir --[(INV) written_by]--> The Rules of the Game --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.643378
Path Entropy(↓):  0.764785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by jack hill
Start Entity:     Jack Hill
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Jack Hill --[(INV) written_by]--> Switchblade Sisters --[has_genre]--> Action
Path (Raw):       Jack Hill --[No Operation]--> Jack Hill --[(INV) written_by]--> Switchblade Sisters --[has_genre]--> Action
Neg LogProb(↓):   0.280402
Path Entropy(↓):  0.557286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by robin hardy
Start Entity:     Robin Hardy
Gold Answer:      [['Edward Woodward', 'Britt Ekland', 'Diane Cilento', 'Nicolas Cage', 'Christopher Lee']]
Predicted Ans:    Nicolas Cage
Predicted Path:   Robin Hardy --[(INV) directed_by]--> The Wicker Man --[starred_actors]--> Nicolas Cage
Path (Raw):       Robin Hardy --[No Operation]--> Robin Hardy --[(INV) directed_by]--> The Wicker Man --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   0.239731
Path Entropy(↓):  0.518181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by jane cowl
Start Entity:     Jane Cowl
Gold Answer:      [['Mitchell Leisen', 'Wesley Ruggles']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   Jane Cowl --[(INV) starred_actors]--> No Man of Her Own --[directed_by]--> Mitchell Leisen
Path (Raw):       Jane Cowl --[No Operation]--> Jane Cowl --[(INV) starred_actors]--> No Man of Her Own --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   0.131342
Path Entropy(↓):  0.373177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of junior
Start Entity:     Junior
Gold Answer:      [['True Colors', 'Working Girl']]
Predicted Ans:    Junior
Predicted Path:   Junior --[written_by]--> Kevin Wade --[(INV) written_by]--> Junior
Path (Raw):       Junior --[No Operation]--> Junior --[written_by]--> Kevin Wade --[(INV) written_by]--> Junior
Neg LogProb(↓):   0.130294
Path Entropy(↓):  0.491670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films directed by matt williams
Start Entity:     Matt Williams
Gold Answer:      [['Natalie Portman', 'Stockard Channing', 'Ashley Judd', 'Joan Cusack', 'Uma Thurman', 'Dabney Coleman']]
Predicted Ans:    Ashley Judd
Predicted Path:   Matt Williams --[(INV) directed_by]--> Where the Heart Is --[starred_actors]--> Ashley Judd
Path (Raw):       Matt Williams --[No Operation]--> Matt Williams --[(INV) directed_by]--> Where the Heart Is --[starred_actors]--> Ashley Judd
Neg LogProb(↓):   0.010793
Path Entropy(↓):  0.067197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by richard pryor
Start Entity:     Richard Pryor
Gold Answer:      [['Robert Boris', 'Herschel Weingrod', 'Eddie Murphy', 'Timothy Harris', 'George Barr McCutcheon', 'Francis Veber', 'Gene Wilder', 'Billie Holiday', 'Paul Schrader', 'Lina Wertmüller', 'Marvin Worth']]
Predicted Ans:    Francis Veber
Predicted Path:   Richard Pryor --[(INV) starred_actors]--> The Toy --[written_by]--> Francis Veber
Path (Raw):       Richard Pryor --[No Operation]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[written_by]--> Francis Veber
Neg LogProb(↓):   0.185811
Path Entropy(↓):  0.716752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie maid in manhattan are written by who
Start Entity:     Maid in Manhattan
Gold Answer:      [['Ronald Neame', 'John le Carré', 'David Nicholls', 'Robert Lord', 'Patrick McGrath', 'Martha Fiennes', 'Alexander Pushkin', 'Nash Edgerton', 'Barbara Curry', 'Bob Rafelson', 'Ian McEwan', 'William Shakespeare', 'James Cameron', 'Jay Cocks', 'Wes Anderson', 'David Lean', 'Matt Ember', 'Peter Greenaway', 'Adam Rex', 'Tom J. Astle', 'Dan Mazeau', 'István Szabó', 'Peter Carey', 'Charles Shyer', 'Anya Kochoff', 'Charles Dickens', 'David Hare', 'Joss Whedon', 'Mark Spragg', 'David Michôd', 'Erich Kästner', 'Simon Beaufoy', 'Nancy Meyers', 'Patricia Hearst', 'Neil Jordan', 'Alvin Moscow', 'Steven Zaillian', 'Gregory Nava', 'Margaret Atwood', 'Stefan Zweig', 'Cecil McGivern', 'Kay Walsh', 'Michael Ellis', 'Pamela Falk', 'Laird Doyle', 'Carroll Graham', 'Neal Purvis', 'Robert Wade', 'Chrysanthy Balis', 'Zak Penn', 'Thomas Harris', 'Ted Tally', 'Hugh Leonard', 'Alex Garland', 'Mark Handley', 'Bernhard Schlink', 'Jeffrey Caine', 'Ursula Meier', 'John Logan', 'Graham Greene', 'Thomas Keneally', 'Israel Horovitz', 'Robert Bloch', 'Patrick Marber', 'Elmore Leonard', 'Lord Byron', 'Percy Bysshe Shelley', 'Wallace Smith', 'Gerald Di Pego', 'Alison Cross', 'Nick Villiers', 'David Swift', 'Harold Pinter', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Maid in Manhattan --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[written_by]--> Steven Zaillian
Path (Raw):       Maid in Manhattan --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[written_by]--> Steven Zaillian
Neg LogProb(↓):   1.008445
Path Entropy(↓):  1.623683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by karolina wydra
Start Entity:     Karolina Wydra
Gold Answer:      [['Sebastián Cordero']]
Predicted Ans:    Sebastián Cordero
Predicted Path:   Karolina Wydra --[(INV) starred_actors]--> Europa Report --[directed_by]--> Sebastián Cordero
Path (Raw):       Karolina Wydra --[No Operation]--> Karolina Wydra --[(INV) starred_actors]--> Europa Report --[directed_by]--> Sebastián Cordero
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in burn after reading
Start Entity:     Burn After Reading
Gold Answer:      [['French', 'Portuguese', 'Persian', 'Dutch', 'English', 'Tibetan', 'Cornish', 'Japanese', 'Italian', 'Russian', 'German']]
Predicted Ans:    French
Predicted Path:   Burn After Reading --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Inglourious Basterds --[in_language]--> French
Path (Raw):       Burn After Reading --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Inglourious Basterds --[in_language]--> French
Neg LogProb(↓):   0.538263
Path Entropy(↓):  1.301337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by john lee hancock
Start Entity:     John Lee Hancock
Gold Answer:      [['Richard Widmark', 'Kristen Stewart', 'Sam Claflin', 'Billy Bob Thornton', 'Frankie Avalon', 'Quinton Aaron', 'Tim McGraw', 'Sandra Bullock', 'Laurence Harvey', 'John Wayne', 'Dennis Quaid', 'Jason Patric', 'Chris Hemsworth', 'Charlize Theron']]
Predicted Ans:    John Wayne
Predicted Path:   John Lee Hancock --[(INV) written_by]--> The Alamo --[starred_actors]--> John Wayne
Path (Raw):       John Lee Hancock --[No Operation]--> John Lee Hancock --[(INV) written_by]--> The Alamo --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.059624
Path Entropy(↓):  0.247635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by gwyn lurie
Start Entity:     Gwyn Lurie
Gold Answer:      [['Jim Kohlberg']]
Predicted Ans:    Jim Kohlberg
Predicted Path:   Gwyn Lurie --[(INV) written_by]--> The Music Never Stopped --[directed_by]--> Jim Kohlberg
Path (Raw):       Gwyn Lurie --[No Operation]--> Gwyn Lurie --[(INV) written_by]--> The Music Never Stopped --[directed_by]--> Jim Kohlberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the contract
Start Entity:     The Contract
Gold Answer:      [['1983', '1980', '1997', '2001', '2003', '1989', '1991', '1985', '1999', '1994', '1986']]
Predicted Ans:    1997
Predicted Path:   The Contract --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[release_year]--> 1997
Path (Raw):       The Contract --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[release_year]--> 1997
Neg LogProb(↓):   1.346515
Path Entropy(↓):  2.056575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is'neath the arizona skies
Start Entity:     'Neath the Arizona Skies
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   'Neath the Arizona Skies --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       'Neath the Arizona Skies --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.750027
Path Entropy(↓):  3.456221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of sandra
Start Entity:     Sandra
Gold Answer:      [['Loretta Young', 'Farley Granger', 'Alida Valli', 'Helmut Berger', 'Annie Girardot', 'Renato Salvatori', 'Alain Delon', 'Edward G. Robinson', 'Marcello Mastroianni', 'Orson Welles', 'Claudia Cardinale', 'Burt Lancaster', 'Silvana Mangano', 'Dirk Bogarde']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Sandra --[written_by]--> Luchino Visconti --[(INV) written_by]--> Conversation Piece --[starred_actors]--> Burt Lancaster
Path (Raw):       Sandra --[written_by]--> Luchino Visconti --[(INV) written_by]--> Conversation Piece --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.295014
Path Entropy(↓):  0.693244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jean anouilh written movies
Start Entity:     Jean Anouilh
Gold Answer:      [['2012', '1964']]
Predicted Ans:    1964
Predicted Path:   Jean Anouilh --[(INV) written_by]--> Becket --[release_year]--> 1964
Path (Raw):       Jean Anouilh --[No Operation]--> Jean Anouilh --[(INV) written_by]--> Becket --[release_year]--> 1964
Neg LogProb(↓):   0.018648
Path Entropy(↓):  0.092045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie lucky night were released in which years
Start Entity:     Lucky Night
Gold Answer:      [['1934', '1950', '1960', '1951', '1940', '1938', '1959', '1965', '1932', '1941', '1952', '1958', '1931', '1943']]
Predicted Ans:    1932
Predicted Path:   Lucky Night --[directed_by]--> Norman Taurog --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Path (Raw):       Lucky Night --[directed_by]--> Norman Taurog --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Neg LogProb(↓):   0.939177
Path Entropy(↓):  1.668034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of patriot games
Start Entity:     Patriot Games
Gold Answer:      [['1990', '1994', '2002']]
Predicted Ans:    1994
Predicted Path:   Patriot Games --[written_by]--> Tom Clancy --[(INV) written_by]--> Clear and Present Danger --[release_year]--> 1994
Path (Raw):       Patriot Games --[written_by]--> Tom Clancy --[(INV) written_by]--> Clear and Present Danger --[release_year]--> 1994
Neg LogProb(↓):   0.298486
Path Entropy(↓):  0.697256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie two loves were in which genres
Start Entity:     Two Loves
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   Two Loves --[directed_by]--> Charles Walters --[(INV) directed_by]--> The Glass Slipper --[has_genre]--> Musical
Path (Raw):       Two Loves --[directed_by]--> Charles Walters --[(INV) directed_by]--> The Glass Slipper --[has_genre]--> Musical
Neg LogProb(↓):   0.309616
Path Entropy(↓):  0.904070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed promised land
Start Entity:     Promised Land
Gold Answer:      [['Gus Van Sant']]
Predicted Ans:    Michael Hoffman
Predicted Path:   Promised Land --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restoration --[directed_by]--> Michael Hoffman
Path (Raw):       Promised Land --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restoration --[directed_by]--> Michael Hoffman
Neg LogProb(↓):   0.150745
Path Entropy(↓):  0.429158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who appeared in the same movie with chad lowe
Start Entity:     Chad Lowe
Gold Answer:      [['Kristy Swanson', 'Patrick Bergin']]
Predicted Ans:    Kristy Swanson
Predicted Path:   Chad Lowe --[(INV) starred_actors]--> Highway to Hell --[starred_actors]--> Kristy Swanson
Path (Raw):       Chad Lowe --[No Operation]--> Chad Lowe --[(INV) starred_actors]--> Highway to Hell --[starred_actors]--> Kristy Swanson
Neg LogProb(↓):   0.113054
Path Entropy(↓):  0.351269
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote conquest
Start Entity:     Conquest
Gold Answer:      [['Fred Astaire', 'Greta Garbo', 'Marlene Dietrich', 'Gene Tierney', 'Alice Brady', 'Gary Cooper', 'Lana Turner', 'Ginger Rogers', 'Fredric March', 'Dana Andrews', 'Jennifer Jones', 'Charles Ruggles', 'Ingrid Bergman', 'William Frawley', 'John Halliday', 'Donald Crisp', 'John Barrymore', 'Edward Everett Horton', 'Herbert Marshall', 'Maurice Chevalier', 'Charles Boyer', 'Charles Butterworth', 'Spencer Tracy', 'Clifton Webb', 'Vincent Price', 'Jeanette MacDonald']]
Predicted Ans:    Ingrid Bergman
Predicted Path:   Conquest --[written_by]--> Samuel Hoffenstein --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman
Path (Raw):       Conquest --[written_by]--> Samuel Hoffenstein --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman
Neg LogProb(↓):   0.449091
Path Entropy(↓):  0.983070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by dean stockwell
Start Entity:     Dean Stockwell
Gold Answer:      [['L.M. Kit Carson', 'Meyer Levin', 'Helen Deutsch', 'Neil Young', 'Sam Shepard', 'Dashiell Hammett', 'Russ Tamblyn', 'Curtis Hanson', 'H.P. Lovecraft', 'Leon Gordon', 'Richard Schayer', 'Gavin Lambert']]
Predicted Ans:    Russ Tamblyn
Predicted Path:   Dean Stockwell --[(INV) written_by]--> Human Highway --[written_by]--> Russ Tamblyn
Path (Raw):       Dean Stockwell --[No Operation]--> Dean Stockwell --[(INV) written_by]--> Human Highway --[written_by]--> Russ Tamblyn
Neg LogProb(↓):   0.809043
Path Entropy(↓):  1.586879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with chris rock
Start Entity:     Chris Rock
Gold Answer:      [['Louis C.K.']]
Predicted Ans:    Chris Rock
Predicted Path:   Chris Rock --[(INV) written_by]--> Top Five --[written_by]--> Chris Rock
Path (Raw):       Chris Rock --[No Operation]--> Chris Rock --[(INV) written_by]--> Top Five --[written_by]--> Chris Rock
Neg LogProb(↓):   0.369182
Path Entropy(↓):  0.902416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same actor of torn curtain
Start Entity:     Torn Curtain
Gold Answer:      [['The Hustler', 'Hawaii', 'Mary Poppins', 'The Princess Diaries', 'Message in a Bottle', 'The Towering Inferno', 'Victor Victoria', 'The Silver Chalice', 'Shrek 2', 'The Rack', 'The Americanization of Emily', 'The Life and Times of Judge Roy Bean', 'The Sound of Music', 'Sweet Bird of Youth', 'A New Kind of Love', 'S.O.B.', 'Quintet', 'Winning', "Nobody's Fool", 'Butch Cassidy and the Sundance Kid', 'Darling Lili', 'Harper', 'The Prize', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Slap Shot', 'Cars', 'What a Way to Go!', 'Cool Hand Luke', 'Little Miss Marker', 'The Left Handed Gun', 'Where the Money Is', 'WUSA', 'Twilight', 'The Hudsucker Proxy', 'The Young Philadelphians', 'Sometimes a Great Notion', 'Thoroughly Modern Millie', 'Absence of Malice', 'The Man Who Loved Women', 'The Long, Hot Summer', '10', "That's Life!", 'Paris Blues', 'Blaze', 'Pocket Money', 'The Verdict', 'The Sting', 'Cat on a Hot Tin Roof', 'The Color of Money', 'Hombre', 'From the Terrace', 'Hud', "Rally 'Round the Flag, Boys!", 'The Drowning Pool']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Torn Curtain --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       Torn Curtain --[starred_actors]--> Julie Andrews --[No Operation]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   0.141544
Path Entropy(↓):  0.545852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in empire state
Start Entity:     Empire State
Gold Answer:      [['English', 'Greek', 'Spanish']]
Predicted Ans:    Greek
Predicted Path:   Empire State --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[in_language]--> Greek
Path (Raw):       Empire State --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[in_language]--> Greek
Neg LogProb(↓):   0.000182
Path Entropy(↓):  0.001806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of pennies from heaven
Start Entity:     Pennies from Heaven
Gold Answer:      [['Norman Z. McLeod']]
Predicted Ans:    Norman Z. McLeod
Predicted Path:   Pennies from Heaven --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> Merrily We Live --[directed_by]--> Norman Z. McLeod
Path (Raw):       Pennies from Heaven --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> Merrily We Live --[directed_by]--> Norman Z. McLeod
Neg LogProb(↓):   0.116279
Path Entropy(↓):  0.346998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie seven girlfriends, when was it released
Start Entity:     Seven Girlfriends
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Seven Girlfriends --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Path (Raw):       Seven Girlfriends --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Neg LogProb(↓):   2.924067
Path Entropy(↓):  4.286231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by william wheeler were released in which years
Start Entity:     William Wheeler
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   William Wheeler --[(INV) written_by]--> The Hoax --[release_year]--> 2006
Path (Raw):       William Wheeler --[No Operation]--> William Wheeler --[(INV) written_by]--> The Hoax --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by in secret screenwriters
Start Entity:     In Secret
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   In Secret --[written_by]--> Émile Zola --[(INV) written_by]--> La Bête Humaine --[in_language]--> French
Path (Raw):       In Secret --[written_by]--> Émile Zola --[(INV) written_by]--> La Bête Humaine --[in_language]--> French
Neg LogProb(↓):   0.016792
Path Entropy(↓):  0.088957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did don megowan act in
Start Entity:     Don Megowan
Gold Answer:      [['The Creation of the Humanoids']]
Predicted Ans:    The Creation of the Humanoids
Predicted Path:   Don Megowan --[(INV) starred_actors]--> The Creation of the Humanoids --[starred_actors]--> Frances McCann --[(INV) starred_actors]--> The Creation of the Humanoids
Path (Raw):       Don Megowan --[(INV) starred_actors]--> The Creation of the Humanoids --[starred_actors]--> Frances McCann --[(INV) starred_actors]--> The Creation of the Humanoids
Neg LogProb(↓):   0.024943
Path Entropy(↓):  0.130048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by shawn sourgose were released in which years
Start Entity:     Shawn Sourgose
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Shawn Sourgose --[(INV) written_by]--> Blood of Redemption --[release_year]--> 2013
Path (Raw):       Shawn Sourgose --[No Operation]--> Shawn Sourgose --[(INV) written_by]--> Blood of Redemption --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by rene cardona
Start Entity:     René Cardona
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   René Cardona --[(INV) directed_by]--> Santa Claus --[in_language]--> Spanish
Path (Raw):       René Cardona --[No Operation]--> René Cardona --[(INV) directed_by]--> Santa Claus --[in_language]--> Spanish
Neg LogProb(↓):   0.007058
Path Entropy(↓):  0.041871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is monte carlo
Start Entity:     Monte Carlo
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Monte Carlo --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Monte Carlo --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.710019
Path Entropy(↓):  4.944525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by as i lay dying actors
Start Entity:     As I Lay Dying
Gold Answer:      [['Mitchell Kapner', 'Chuck Logan', 'Aron Ralston', 'Miles Millar', 'Alfred Gough', 'David S. Ward', 'Stan Lee', 'Steve Ditko', 'Evan Goldberg', 'Dan Sterling', 'John Carlen', 'Cormac McCarthy', 'Simon Beaufoy', 'Ben Best', 'Hampton Sides', 'David Koepp', 'Phil Sears', 'Blake T. Evans', 'Danny McBride', 'Sam Raimi', 'Sylvester Stallone', 'Harmony Korine', 'Ivan Raimi', 'Danny Boyle', 'Rob Epstein', 'Jeffrey Friedman', 'James Franco', 'Rupert Goold', 'David Kajganich', 'Michael Finkel', 'Judd Apatow', 'Alvin Sargent', 'Seth Rogen', 'Craig Monahan', 'L. Frank Baum', 'James Hilton', 'Michael Chabon', 'Frances Marion']]
Predicted Ans:    Alvin Sargent
Predicted Path:   As I Lay Dying --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Path (Raw):       As I Lay Dying --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.429606
Path Entropy(↓):  1.283402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of elliott reid acted films
Start Entity:     Elliott Reid
Gold Answer:      [['William Cameron Menzies', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Elliott Reid --[(INV) starred_actors]--> Gentlemen Prefer Blondes --[directed_by]--> Howard Hawks
Path (Raw):       Elliott Reid --[No Operation]--> Elliott Reid --[(INV) starred_actors]--> Gentlemen Prefer Blondes --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.009757
Path Entropy(↓):  0.054663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in live and let die
Start Entity:     Live and Let Die
Gold Answer:      [['Richard Maibaum', 'Bryan Forbes', 'James Leasor', 'Anthony Armstrong', 'Marjorie Lawrence', 'Tom Mankiewicz', 'Sidney Sheldon', 'Christopher Wood', 'Basil Dearden', 'Thomas Arslan', 'William Ludwig', 'Sonya Levien', 'Frank Dux', 'George MacDonald Fraser', 'Michael G. Wilson', 'Wilbur Smith', 'Daniel Carney']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   Live and Let Die --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Path (Raw):       Live and Let Die --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.548201
Path Entropy(↓):  1.106887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by philippe nahon
Start Entity:     Philippe Nahon
Gold Answer:      [['Alexandre Aja', 'Gaspar Noé']]
Predicted Ans:    Alexandre Aja
Predicted Path:   Philippe Nahon --[(INV) starred_actors]--> High Tension --[written_by]--> Alexandre Aja
Path (Raw):       Philippe Nahon --[No Operation]--> Philippe Nahon --[(INV) starred_actors]--> High Tension --[written_by]--> Alexandre Aja
Neg LogProb(↓):   0.014349
Path Entropy(↓):  0.074708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was dracula 2000 written by
Start Entity:     Dracula 2000
Gold Answer:      [['Patrick Lussier']]
Predicted Ans:    Patrick Lussier
Predicted Path:   Dracula 2000 --[written_by]--> Patrick Lussier --[(INV) written_by]--> Dracula 2000 --[written_by]--> Patrick Lussier
Path (Raw):       Dracula 2000 --[written_by]--> Patrick Lussier --[(INV) written_by]--> Dracula 2000 --[written_by]--> Patrick Lussier
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by lee philips
Start Entity:     Lee Philips
Gold Answer:      [['John Michael Hayes', 'Grace Metalious']]
Predicted Ans:    John Michael Hayes
Predicted Path:   Lee Philips --[(INV) starred_actors]--> Peyton Place --[written_by]--> John Michael Hayes
Path (Raw):       Lee Philips --[No Operation]--> Lee Philips --[(INV) starred_actors]--> Peyton Place --[written_by]--> John Michael Hayes
Neg LogProb(↓):   0.001705
Path Entropy(↓):  0.012564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of cliff owen directed movies
Start Entity:     Cliff Owen
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Cliff Owen --[(INV) directed_by]--> The Wrong Arm of the Law --[release_year]--> 1963
Path (Raw):       Cliff Owen --[No Operation]--> Cliff Owen --[(INV) directed_by]--> The Wrong Arm of the Law --[release_year]--> 1963
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with blume in love were released in which years
Start Entity:     Blume in Love
Gold Answer:      [['1976', '1978', '1970', '1993', '1991', '1982', '1986', '1974', '1984']]
Predicted Ans:    1984
Predicted Path:   Blume in Love --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[release_year]--> 1984
Path (Raw):       Blume in Love --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[release_year]--> 1984
Neg LogProb(↓):   0.451340
Path Entropy(↓):  1.073643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by pamela falk
Start Entity:     Pamela Falk
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pamela Falk --[(INV) written_by]--> The Wedding Planner --[has_genre]--> Comedy
Path (Raw):       Pamela Falk --[No Operation]--> Pamela Falk --[(INV) written_by]--> The Wedding Planner --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by tom irwin
Start Entity:     Tom Irwin
Gold Answer:      [['2013', '1993']]
Predicted Ans:    2013
Predicted Path:   Tom Irwin --[(INV) starred_actors]--> Mr. Jones --[release_year]--> 2013
Path (Raw):       Tom Irwin --[No Operation]--> Tom Irwin --[(INV) starred_actors]--> Mr. Jones --[release_year]--> 2013
Neg LogProb(↓):   0.432096
Path Entropy(↓):  0.647973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of game change
Start Entity:     Game Change
Gold Answer:      [['Zach Galifianakis', 'Ben Stiller', 'Teri Polo', 'Mike Myers', 'Dustin Hoffman', 'Blythe Danner', 'Steve Carell', 'Paul Rudd', 'Beyoncé Knowles', 'Michael York', 'Will Ferrell', 'Robert De Niro', 'Seth Green', 'Barbra Streisand']]
Predicted Ans:    Michael York
Predicted Path:   Game Change --[directed_by]--> Jay Roach --[(INV) directed_by]--> Austin Powers in Goldmember --[starred_actors]--> Michael York
Path (Raw):       Game Change --[directed_by]--> Jay Roach --[(INV) directed_by]--> Austin Powers in Goldmember --[starred_actors]--> Michael York
Neg LogProb(↓):   0.159237
Path Entropy(↓):  0.625724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by ben markson released
Start Entity:     Ben Markson
Gold Answer:      [['1934', '1932', '1933']]
Predicted Ans:    1934
Predicted Path:   Ben Markson --[(INV) written_by]--> Here Comes the Navy --[release_year]--> 1934
Path (Raw):       Ben Markson --[No Operation]--> Ben Markson --[(INV) written_by]--> Here Comes the Navy --[release_year]--> 1934
Neg LogProb(↓):   0.660816
Path Entropy(↓):  0.961535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the ghost and mrs. muir
Start Entity:     The Ghost and Mrs. Muir
Gold Answer:      [['1946', '1954', '1944', '2003', '1992', '1967', '1941', '1984', '1963', '1951', '1943', '1948', '1942', '1940', '1938', '1955', '1934', '1978', '1949', '1950', '1960', '1965', '1945', '1987', '1952', '1958']]
Predicted Ans:    1967
Predicted Path:   The Ghost and Mrs. Muir --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Path (Raw):       The Ghost and Mrs. Muir --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Neg LogProb(↓):   0.695548
Path Entropy(↓):  1.559845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by rudy vallee
Start Entity:     Rudy Vallee
Gold Answer:      [['Howard Zieff', 'Preston Sturges', 'David Swift']]
Predicted Ans:    Preston Sturges
Predicted Path:   Rudy Vallee --[(INV) starred_actors]--> Unfaithfully Yours --[directed_by]--> Preston Sturges
Path (Raw):       Rudy Vallee --[No Operation]--> Rudy Vallee --[(INV) starred_actors]--> Unfaithfully Yours --[directed_by]--> Preston Sturges
Neg LogProb(↓):   0.033207
Path Entropy(↓):  0.179998
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by mozhan marno
Start Entity:     Mozhan Marnò
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mozhan Marnò --[(INV) starred_actors]--> The Stoning of Soraya M. --[has_genre]--> Drama
Path (Raw):       Mozhan Marnò --[No Operation]--> Mozhan Marnò --[(INV) starred_actors]--> The Stoning of Soraya M. --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in cat chaser
Start Entity:     Cat Chaser
Gold Answer:      [["Dan O'Bannon", 'Chauncey G. Parker III', 'Ehud Yonay', 'Philip K. Dick', 'Peter De Vries', 'Bruce A. Evans', 'Pamela Wallace', 'Earl W. Wallace', 'Raynold Gideon', 'William Kelley', 'David Cronenberg', 'Brian Taggert', 'Jim Cash', 'William S. Burroughs', 'Michael Miner', 'Herman Shumlin', 'Kate Chopin', 'Bo Goldman', 'Tom Topor', 'Julius J. Epstein', 'Michael Tolkin', 'Edward Neumeier']]
Predicted Ans:    David Cronenberg
Predicted Path:   Cat Chaser --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[written_by]--> David Cronenberg
Path (Raw):       Cat Chaser --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[written_by]--> David Cronenberg
Neg LogProb(↓):   1.023639
Path Entropy(↓):  1.060884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by richard yates
Start Entity:     Richard Yates
Gold Answer:      [['2008', '1969']]
Predicted Ans:    1969
Predicted Path:   Richard Yates --[(INV) written_by]--> The Bridge at Remagen --[release_year]--> 1969
Path (Raw):       Richard Yates --[No Operation]--> Richard Yates --[(INV) written_by]--> The Bridge at Remagen --[release_year]--> 1969
Neg LogProb(↓):   0.143533
Path Entropy(↓):  0.393379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of sweet charity
Start Entity:     Sweet Charity
Gold Answer:      [['Julian Barry', 'Christopher Isherwood', 'Bob Fosse', 'Robert Alan Aurthur', 'Teresa Carpenter']]
Predicted Ans:    Christopher Isherwood
Predicted Path:   Sweet Charity --[directed_by]--> Bob Fosse --[(INV) directed_by]--> Cabaret --[written_by]--> Christopher Isherwood
Path (Raw):       Sweet Charity --[directed_by]--> Bob Fosse --[(INV) directed_by]--> Cabaret --[written_by]--> Christopher Isherwood
Neg LogProb(↓):   0.090732
Path Entropy(↓):  0.363035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was jeanne jordan a writer on
Start Entity:     Jeanne Jordan
Gold Answer:      [['So Much So Fast']]
Predicted Ans:    So Much So Fast
Predicted Path:   Jeanne Jordan --[(INV) written_by]--> So Much So Fast --[written_by]--> Steven Ascher --[(INV) written_by]--> So Much So Fast
Path (Raw):       Jeanne Jordan --[(INV) written_by]--> So Much So Fast --[written_by]--> Steven Ascher --[(INV) written_by]--> So Much So Fast
Neg LogProb(↓):   0.000097
Path Entropy(↓):  0.000996
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the five heartbeats
Start Entity:     The Five Heartbeats
Gold Answer:      [['Robert Townsend']]
Predicted Ans:    Robert Townsend
Predicted Path:   The Five Heartbeats --[written_by]--> Robert Townsend --[(INV) written_by]--> The Five Heartbeats --[directed_by]--> Robert Townsend
Path (Raw):       The Five Heartbeats --[written_by]--> Robert Townsend --[(INV) written_by]--> The Five Heartbeats --[directed_by]--> Robert Townsend
Neg LogProb(↓):   0.007651
Path Entropy(↓):  0.045613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film miss potter are directed by who
Start Entity:     Miss Potter
Gold Answer:      [['Dan Ireland', 'Ole Bornedal', 'Mark Herman', 'John Requa', 'Glenn Ficarra', 'Rodrigo García', 'Paul Thomas Anderson', 'Sharon Maguire', 'Gary Sinyor', 'Ron Howard', 'Frank Urson', 'Carl Prechezer', 'Roman Polanski', 'Richard E. Grant', 'Richard Loncraine', 'Grant Heslov', 'Michael Bay', 'Alan Rudolph', 'Christian Alvart', 'Baz Luhrmann', 'Julian Fellowes', 'Peyton Reed', 'Boaz Yakin', 'James Dearden', 'Lars von Trier', 'Philip Saville', 'Alan Parker', 'Ridley Scott', 'Marcel Langenegger', 'Marc Forster', 'David Koepp', 'Stephan Elliott', 'Marleen Gorris', 'Mira Nair', 'Bryan Singer', 'David Mackenzie', 'Steven Spielberg', 'Anthony Minghella', 'Cameron Crowe', 'Danny Boyle', 'Stephen Hopkins', 'Jonas Elmer', 'Tim Burton', 'Wiebke von Carolsfeld', 'Neil LaBute', 'Irving Rapper', 'Julius Avery', 'Carl Franklin', 'Rob Marshall', 'Steve Hickner', 'Michael Ritchie']]
Predicted Ans:    Ole Bornedal
Predicted Path:   Miss Potter --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Path (Raw):       Miss Potter --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Neg LogProb(↓):   1.050403
Path Entropy(↓):  1.722322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by lookin'to get out actors
Start Entity:     Lookin' to Get Out
Gold Answer:      [['Sport', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Lookin' to Get Out --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> End of the Game --[has_genre]--> Crime
Path (Raw):       Lookin' to Get Out --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> End of the Game --[has_genre]--> Crime
Neg LogProb(↓):   0.169976
Path Entropy(↓):  0.453788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by john cleese
Start Entity:     John Cleese
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Adventure', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   John Cleese --[(INV) starred_actors]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Path (Raw):       John Cleese --[No Operation]--> John Cleese --[(INV) starred_actors]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Neg LogProb(↓):   0.790213
Path Entropy(↓):  1.455360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sparkle were in which genres
Start Entity:     Sparkle
Gold Answer:      [['Family', 'Music', 'Sport', 'Drama', 'Animation', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Sparkle --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[has_genre]--> Thriller
Path (Raw):       Sparkle --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[has_genre]--> Thriller
Neg LogProb(↓):   0.070166
Path Entropy(↓):  0.322796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the fearless hyena director release
Start Entity:     The Fearless Hyena
Gold Answer:      [['1983', '1998', '1980', '1988', '1993', '1985', '1986', '2011']]
Predicted Ans:    1983
Predicted Path:   The Fearless Hyena --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Project A --[release_year]--> 1983
Path (Raw):       The Fearless Hyena --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Project A --[release_year]--> 1983
Neg LogProb(↓):   1.445678
Path Entropy(↓):  1.964476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the steel trap
Start Entity:     The Steel Trap
Gold Answer:      [['Robert Stack', 'Adolphe Menjou', 'Martha Scott', 'Joseph Cotten', "Dennis O'Keefe", 'Jean Peters', 'Pola Negri', 'Doris Day', 'Dorothy Malone', 'Gary Merrill']]
Predicted Ans:    Adolphe Menjou
Predicted Path:   The Steel Trap --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Hi Diddle Diddle --[starred_actors]--> Adolphe Menjou
Path (Raw):       The Steel Trap --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Hi Diddle Diddle --[starred_actors]--> Adolphe Menjou
Neg LogProb(↓):   0.011470
Path Entropy(↓):  0.067721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by silver bullet writers release
Start Entity:     Silver Bullet
Gold Answer:      [['1980', '2003', '1992', '1993', '1985', '1984', '2007', '1998', '2009', '2004', '1982', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2013', '1997', '1999', '1987', '1986', '1952']]
Predicted Ans:    2003
Predicted Path:   Silver Bullet --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Path (Raw):       Silver Bullet --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Neg LogProb(↓):   0.674761
Path Entropy(↓):  1.956654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does maude george act in
Start Entity:     Maude George
Gold Answer:      [['Foolish Wives']]
Predicted Ans:    Foolish Wives
Predicted Path:   Maude George --[(INV) starred_actors]--> Foolish Wives --[starred_actors]--> Rudolph Christians --[(INV) starred_actors]--> Foolish Wives
Path (Raw):       Maude George --[(INV) starred_actors]--> Foolish Wives --[starred_actors]--> Rudolph Christians --[(INV) starred_actors]--> Foolish Wives
Neg LogProb(↓):   0.451554
Path Entropy(↓):  0.828187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did dominic purcell star in
Start Entity:     Dominic Purcell
Gold Answer:      [['Primeval', 'Ice Soldiers', 'Assault on Wall Street', 'Blood Creek', 'Killer Elite', 'Three Way']]
Predicted Ans:    Blood Creek
Predicted Path:   Dominic Purcell --[(INV) starred_actors]--> Blood Creek --[starred_actors]--> Michael Fassbender --[(INV) starred_actors]--> Blood Creek
Path (Raw):       Dominic Purcell --[(INV) starred_actors]--> Blood Creek --[starred_actors]--> Michael Fassbender --[(INV) starred_actors]--> Blood Creek
Neg LogProb(↓):   0.826332
Path Entropy(↓):  1.094681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with stella dallas in
Start Entity:     Stella Dallas
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Stella Dallas --[written_by]--> Olive Higgins Prouty --[(INV) written_by]--> Stella --[in_language]--> French
Path (Raw):       Stella Dallas --[written_by]--> Olive Higgins Prouty --[(INV) written_by]--> Stella --[in_language]--> French
Neg LogProb(↓):   0.003470
Path Entropy(↓):  0.024263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in shag
Start Entity:     Shag
Gold Answer:      [['David E. Kelley', 'Luc Besson', 'Dwight Yoakam', 'Anne Amanda Opotowsky', 'Clare Peploe', 'Michael Austin', 'John Wells', 'Quentin Tarantino', 'Jet Li', 'Kaja Blackley', 'Kenneth Johnson', 'Alan Parker', 'Jay McInerney', 'T. Coraghessan Boyle', 'Tom McLoughlin', 'Cameron Crowe', 'Stuart Gillard', 'William Brookfield', 'Robert Mundi', 'Diablo Cody', 'James Hadley Chase', 'Elmore Leonard', 'Mary Agnes Donoghue', 'John Lutz']]
Predicted Ans:    Mary Agnes Donoghue
Predicted Path:   Shag --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[written_by]--> Mary Agnes Donoghue
Path (Raw):       Shag --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[written_by]--> Mary Agnes Donoghue
Neg LogProb(↓):   0.921306
Path Entropy(↓):  1.652845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in full moon in paris
Start Entity:     Full Moon in Paris
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Full Moon in Paris --[starred_actors]--> Fabrice Luchini --[(INV) starred_actors]--> Potiche --[has_genre]--> Comedy
Path (Raw):       Full Moon in Paris --[starred_actors]--> Fabrice Luchini --[(INV) starred_actors]--> Potiche --[has_genre]--> Comedy
Neg LogProb(↓):   0.011359
Path Entropy(↓):  0.067907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in nicolas casariego written films
Start Entity:     Nicolás Casariego
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Nicolás Casariego --[(INV) written_by]--> Intruders --[in_language]--> Spanish
Path (Raw):       Nicolás Casariego --[No Operation]--> Nicolás Casariego --[(INV) written_by]--> Intruders --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by period of adjustment writers
Start Entity:     Period of Adjustment
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Period of Adjustment --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[in_language]--> Italian
Path (Raw):       Period of Adjustment --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[in_language]--> Italian
Neg LogProb(↓):   0.144621
Path Entropy(↓):  0.395383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor kinsey packard appeared in the same movie with who
Start Entity:     Kinsey Packard
Gold Answer:      [['E. Quincy Sloan', 'Chris Marquette', 'Brooke Nevin']]
Predicted Ans:    Brooke Nevin
Predicted Path:   Kinsey Packard --[(INV) starred_actors]--> Infestation --[starred_actors]--> Brooke Nevin
Path (Raw):       Kinsey Packard --[No Operation]--> Kinsey Packard --[(INV) starred_actors]--> Infestation --[starred_actors]--> Brooke Nevin
Neg LogProb(↓):   0.675556
Path Entropy(↓):  1.040696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the french connection are written by who
Start Entity:     The French Connection
Gold Answer:      [['William Peter Blatty', 'William Friedkin', 'Dan Greenburg', 'Rowland Barber', 'Norman Lear', 'Gerald Walker', 'Reginald Rose', 'Ron Shelton', 'Uwe Boll', 'Joe Eszterhas', 'Tracy Letts', 'William Castle', 'Thomas Page', 'Gerald Petievich', 'Mart Crowley']]
Predicted Ans:    Uwe Boll
Predicted Path:   The French Connection --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage --[written_by]--> Uwe Boll
Path (Raw):       The French Connection --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage --[written_by]--> Uwe Boll
Neg LogProb(↓):   0.749176
Path Entropy(↓):  1.302678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of pride of the marines
Start Entity:     Pride of the Marines
Gold Answer:      [['The Robe', 'The Beguiled', 'Destination Tokyo']]
Predicted Ans:    Destination Tokyo
Predicted Path:   Pride of the Marines --[written_by]--> Albert Maltz --[(INV) written_by]--> Destination Tokyo
Path (Raw):       Pride of the Marines --[No Operation]--> Pride of the Marines --[written_by]--> Albert Maltz --[(INV) written_by]--> Destination Tokyo
Neg LogProb(↓):   0.348537
Path Entropy(↓):  0.719396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of fury starred who
Start Entity:     Fury
Gold Answer:      [['Arnold Schwarzenegger', 'Van Johnson', 'Héctor Alterio', 'Norma Aleandro', 'Cary Grant', 'Denzel Washington', 'Elizabeth Taylor', 'Ginger Rogers', 'Gene Lockhart', 'Anna Lee', 'Henry Wilcoxon', 'Lizabeth Scott', 'Marie Prevost', 'Jack Lemmon', 'David Niven', 'Adolphe Menjou', 'Robert Mitchum', 'Ethan Hawke', 'Natalia Oreiro', 'Warren William', 'Brian Donlevy', 'Yves Montand', 'Rex Harrison', 'Ingrid Bergman', 'Fay Holden', 'Percy Waram', 'Olivia de Havilland', 'Tony Randall', 'Robert Cummings', 'Claudette Colbert', 'George Raft', 'Christian Bale', 'Charles Coburn', 'Shirley MacLaine', 'Mary Brian', 'Edward G. Robinson', 'Robert Ryan', 'Edward Everett Horton', 'Walter Brennan', 'Walter Matthau', 'Marilyn Monroe', 'Richard Burton', 'Michael Peña', 'Gustav Diessl', 'Sylvia Sidney', 'Louis Wolheim', 'Thomas Meighan', 'Leonardo Sbaraglia', 'Peter Lorre', 'Jean Arthur', 'Jake Gyllenhaal', "Pat O'Brien"]]
Predicted Ans:    Robert Mitchum
Predicted Path:   Fury --[written_by]--> Bartlett Cormack --[(INV) written_by]--> The Racket --[starred_actors]--> Robert Mitchum
Path (Raw):       Fury --[written_by]--> Bartlett Cormack --[(INV) written_by]--> The Racket --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   1.069294
Path Entropy(↓):  1.756388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with circus fall under
Start Entity:     Circus
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Circus --[starred_actors]--> Famke Janssen --[(INV) starred_actors]--> Taken 3 --[has_genre]--> Thriller
Path (Raw):       Circus --[starred_actors]--> Famke Janssen --[(INV) starred_actors]--> Taken 3 --[has_genre]--> Thriller
Neg LogProb(↓):   0.107954
Path Entropy(↓):  0.440565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of stephen trask acted films
Start Entity:     Stephen Trask
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Stephen Trask --[(INV) starred_actors]--> Hedwig and the Angry Inch --[release_year]--> 2001
Path (Raw):       Stephen Trask --[No Operation]--> Stephen Trask --[(INV) starred_actors]--> Hedwig and the Angry Inch --[release_year]--> 2001
Neg LogProb(↓):   0.000305
Path Entropy(↓):  0.002773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did ulrich seidl write
Start Entity:     Ulrich Seidl
Gold Answer:      [['Import/Export', 'Dog Days']]
Predicted Ans:    Dog Days
Predicted Path:   Ulrich Seidl --[(INV) written_by]--> Dog Days --[written_by]--> Ulrich Seidl --[(INV) written_by]--> Dog Days
Path (Raw):       Ulrich Seidl --[(INV) written_by]--> Dog Days --[written_by]--> Ulrich Seidl --[(INV) written_by]--> Dog Days
Neg LogProb(↓):   0.493853
Path Entropy(↓):  1.048517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film nothing but the night released
Start Entity:     Nothing But the Night
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Nothing But the Night --[release_year]--> 1973 --[(INV) release_year]--> Jeremy --[release_year]--> 1973
Path (Raw):       Nothing But the Night --[release_year]--> 1973 --[(INV) release_year]--> Jeremy --[release_year]--> 1973
Neg LogProb(↓):   2.705883
Path Entropy(↓):  3.886603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe out for justice in a few words
Start Entity:     Out for Justice
Gold Answer:      [['john flynn', 'steven seagal']]
Predicted Ans:    john flynn
Predicted Path:   Out for Justice --[has_tags]--> john flynn --[(INV) has_tags]--> Out for Justice --[has_tags]--> john flynn
Path (Raw):       Out for Justice --[has_tags]--> john flynn --[(INV) has_tags]--> Out for Justice --[has_tags]--> john flynn
Neg LogProb(↓):   0.138096
Path Entropy(↓):  0.388481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by jose luis gomez
Start Entity:     José Luis Gómez
Gold Answer:      [['Pedro Almodóvar']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   José Luis Gómez --[(INV) starred_actors]--> Broken Embraces --[written_by]--> Pedro Almodóvar
Path (Raw):       José Luis Gómez --[No Operation]--> José Luis Gómez --[(INV) starred_actors]--> Broken Embraces --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film final analysis starred which actors
Start Entity:     Final Analysis
Gold Answer:      [['Richard Gere', 'Eric Roberts', 'Uma Thurman', 'Kim Basinger']]
Predicted Ans:    Richard Gere
Predicted Path:   Final Analysis --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Path (Raw):       Final Analysis --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Neg LogProb(↓):   0.448782
Path Entropy(↓):  1.042897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of barnaby metschurat
Start Entity:     Barnaby Metschurat
Gold Answer:      [['Antonella Attili']]
Predicted Ans:    Barnaby Metschurat
Predicted Path:   Barnaby Metschurat --[(INV) starred_actors]--> Solino --[starred_actors]--> Barnaby Metschurat
Path (Raw):       Barnaby Metschurat --[No Operation]--> Barnaby Metschurat --[(INV) starred_actors]--> Solino --[starred_actors]--> Barnaby Metschurat
Neg LogProb(↓):   0.029994
Path Entropy(↓):  0.133171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director for kiss or kill
Start Entity:     Kiss or Kill
Gold Answer:      [['Bill Bennett']]
Predicted Ans:    Bill Bennett
Predicted Path:   Kiss or Kill --[directed_by]--> Bill Bennett --[(INV) directed_by]--> Two If by Sea --[directed_by]--> Bill Bennett
Path (Raw):       Kiss or Kill --[directed_by]--> Bill Bennett --[(INV) directed_by]--> Two If by Sea --[directed_by]--> Bill Bennett
Neg LogProb(↓):   0.562288
Path Entropy(↓):  0.683342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film despicable me
Start Entity:     Despicable Me
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Despicable Me --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Despicable Me --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.274123
Path Entropy(↓):  4.396938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of last days in the desert
Start Entity:     Last Days in the Desert
Gold Answer:      [['Annette Bening', 'Paris Hilton']]
Predicted Ans:    Annette Bening
Predicted Path:   Last Days in the Desert --[written_by]--> Rodrigo García --[(INV) written_by]--> Mother and Child --[starred_actors]--> Annette Bening
Path (Raw):       Last Days in the Desert --[written_by]--> Rodrigo García --[(INV) written_by]--> Mother and Child --[starred_actors]--> Annette Bening
Neg LogProb(↓):   0.402846
Path Entropy(↓):  0.682337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by ettore scola
Start Entity:     Ettore Scola
Gold Answer:      [['2001', '1987', '1982', '1981', '1974', '2013', '1977']]
Predicted Ans:    2001
Predicted Path:   Ettore Scola --[(INV) directed_by]--> Unfair Competition --[release_year]--> 2001
Path (Raw):       Ettore Scola --[No Operation]--> Ettore Scola --[(INV) directed_by]--> Unfair Competition --[release_year]--> 2001
Neg LogProb(↓):   0.895922
Path Entropy(↓):  1.401293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the debt
Start Entity:     The Debt
Gold Answer:      [['israel', 'mossad']]
Predicted Ans:    tom wilkinson
Predicted Path:   The Debt --[has_tags]--> tom wilkinson --[(INV) has_tags]--> The Debt --[has_tags]--> tom wilkinson
Path (Raw):       The Debt --[has_tags]--> tom wilkinson --[(INV) has_tags]--> The Debt --[has_tags]--> tom wilkinson
Neg LogProb(↓):   0.027952
Path Entropy(↓):  0.177510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films can be described by insomnia
Start Entity:     insomnia
Gold Answer:      [['Insomnia']]
Predicted Ans:    Insomnia
Predicted Path:   insomnia --[(INV) has_tags]--> Insomnia --[has_tags]--> guilt --[(INV) has_tags]--> Insomnia
Path (Raw):       insomnia --[(INV) has_tags]--> Insomnia --[has_tags]--> guilt --[(INV) has_tags]--> Insomnia
Neg LogProb(↓):   0.001116
Path Entropy(↓):  0.009079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with maude george
Start Entity:     Maude George
Gold Answer:      [['Rudolph Christians', 'Miss DuPont']]
Predicted Ans:    Rudolph Christians
Predicted Path:   Maude George --[(INV) starred_actors]--> Foolish Wives --[starred_actors]--> Rudolph Christians
Path (Raw):       Maude George --[No Operation]--> Maude George --[(INV) starred_actors]--> Foolish Wives --[starred_actors]--> Rudolph Christians
Neg LogProb(↓):   0.001294
Path Entropy(↓):  0.010818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of isn't she great
Start Entity:     Isn't She Great
Gold Answer:      [['Andrew Bergman']]
Predicted Ans:    Andrew Bergman
Predicted Path:   Isn't She Great --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> So Fine --[directed_by]--> Andrew Bergman
Path (Raw):       Isn't She Great --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> So Fine --[directed_by]--> Andrew Bergman
Neg LogProb(↓):   0.438443
Path Entropy(↓):  0.654319
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the chapter two director
Start Entity:     Chapter Two
Gold Answer:      [['Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chapter Two --[directed_by]--> Robert Moore --[(INV) directed_by]--> Murder by Death --[has_genre]--> Comedy
Path (Raw):       Chapter Two --[directed_by]--> Robert Moore --[(INV) directed_by]--> Murder by Death --[has_genre]--> Comedy
Neg LogProb(↓):   0.264072
Path Entropy(↓):  0.663544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with midnight lace in
Start Entity:     Midnight Lace
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Midnight Lace --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Path (Raw):       Midnight Lace --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.586581
Path Entropy(↓):  0.766519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of lady oscar
Start Entity:     Lady Oscar
Gold Answer:      [['Model Shop', 'The Young Girls of Rochefort', 'Lola', 'Donkey Skin', 'Bay of Angels', 'The Pied Piper', 'Une chambre en ville', 'The Umbrellas of Cherbourg']]
Predicted Ans:    Donkey Skin
Predicted Path:   Lady Oscar --[directed_by]--> Jacques Demy --[(INV) directed_by]--> Donkey Skin
Path (Raw):       Lady Oscar --[directed_by]--> Jacques Demy --[(INV) directed_by]--> Donkey Skin --[No Operation]--> Donkey Skin
Neg LogProb(↓):   0.254379
Path Entropy(↓):  0.721141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by pradeep sarkar
Start Entity:     Pradeep Sarkar
Gold Answer:      [['Vidya Balan', 'Saif Ali Khan', 'Sanjay Dutt']]
Predicted Ans:    Vidya Balan
Predicted Path:   Pradeep Sarkar --[(INV) directed_by]--> Parineeta --[starred_actors]--> Vidya Balan
Path (Raw):       Pradeep Sarkar --[No Operation]--> Pradeep Sarkar --[(INV) directed_by]--> Parineeta --[starred_actors]--> Vidya Balan
Neg LogProb(↓):   0.111050
Path Entropy(↓):  0.390207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by rocky graziano
Start Entity:     Rocky Graziano
Gold Answer:      [['Robert Wise', 'Bob Byington']]
Predicted Ans:    Robert Wise
Predicted Path:   Rocky Graziano --[(INV) written_by]--> Somebody Up There Likes Me --[directed_by]--> Robert Wise
Path (Raw):       Rocky Graziano --[No Operation]--> Rocky Graziano --[(INV) written_by]--> Somebody Up There Likes Me --[directed_by]--> Robert Wise
Neg LogProb(↓):   0.002028
Path Entropy(↓):  0.014587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by ronald colman
Start Entity:     Ronald Colman
Gold Answer:      [['Richard Quine', 'Richard Thorpe', 'George Cukor', 'John Cromwell', 'William Dieterle', 'Jack Conway', 'Ralph Thomas', 'George Stevens', 'Henry King', 'Frank Lloyd', 'Mervyn LeRoy', 'Richard Whorf', 'George Fitzmaurice', 'Clarence Brown']]
Predicted Ans:    Clarence Brown
Predicted Path:   Ronald Colman --[(INV) starred_actors]--> Kiki --[directed_by]--> Clarence Brown
Path (Raw):       Ronald Colman --[No Operation]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[directed_by]--> Clarence Brown
Neg LogProb(↓):   0.971270
Path Entropy(↓):  1.378988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the strictly ballroom director
Start Entity:     Strictly Ballroom
Gold Answer:      [['Richard Maibaum', 'Cyril Hume', 'William Shakespeare', 'Owen Davis', 'Francis Ford Coppola', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Stuart Beattie', 'Richard Flanagan', 'Ronald Harwood']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Strictly Ballroom --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[written_by]--> Francis Ford Coppola
Path (Raw):       Strictly Ballroom --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.260264
Path Entropy(↓):  0.908223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film noah
Start Entity:     Noah
Gold Answer:      [['Darren Aronofsky', 'Ari Handel']]
Predicted Ans:    Darren Aronofsky
Predicted Path:   Noah --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[written_by]--> Darren Aronofsky
Path (Raw):       Noah --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[written_by]--> Darren Aronofsky
Neg LogProb(↓):   0.064568
Path Entropy(↓):  0.284137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the black swan
Start Entity:     The Black Swan
Gold Answer:      [["Maureen O'Hara", 'Tyrone Power']]
Predicted Ans:    Maureen O'Hara
Predicted Path:   The Black Swan --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Long Gray Line --[starred_actors]--> Maureen O'Hara
Path (Raw):       The Black Swan --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Long Gray Line --[starred_actors]--> Maureen O'Hara
Neg LogProb(↓):   0.177418
Path Entropy(↓):  0.653025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie love and pain and the whole damn thing
Start Entity:     Love and Pain and the Whole Damn Thing
Gold Answer:      [['W. Somerset Maugham', 'Olivia Goldsmith', 'William Trevor', 'William Shakespeare', 'Larry McMurtry', 'Neil Simon', 'Peter Bogdanovich', 'Robert Altman', 'Muriel Spark', 'James Bridges', 'Ronald Harwood', 'Astrid Lindgren', 'Bob Balaban', 'Dalton Trumbo', 'Jay Presson Allen', 'Ol Parker', "Sean O'Casey", 'Israel Horovitz', 'Oliver Parker', 'Brian Moore', 'Peter Nelson', 'Julian Fellowes', 'Lucy M. Boston', 'Jean Rhys']]
Predicted Ans:    Neil Simon
Predicted Path:   Love and Pain and the Whole Damn Thing --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> California Suite --[written_by]--> Neil Simon
Path (Raw):       Love and Pain and the Whole Damn Thing --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> California Suite --[written_by]--> Neil Simon
Neg LogProb(↓):   1.188159
Path Entropy(↓):  1.447786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed dream with the fishes
Start Entity:     Dream with the Fishes
Gold Answer:      [['Finn Taylor']]
Predicted Ans:    Finn Taylor
Predicted Path:   Dream with the Fishes --[directed_by]--> Finn Taylor --[(INV) directed_by]--> The Darwin Awards --[written_by]--> Finn Taylor
Path (Raw):       Dream with the Fishes --[directed_by]--> Finn Taylor --[(INV) directed_by]--> The Darwin Awards --[written_by]--> Finn Taylor
Neg LogProb(↓):   0.051813
Path Entropy(↓):  0.202014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by lewis r. foster
Start Entity:     Lewis R. Foster
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Lewis R. Foster --[(INV) directed_by]--> The Last Outpost --[has_genre]--> Western
Path (Raw):       Lewis R. Foster --[No Operation]--> Lewis R. Foster --[(INV) directed_by]--> The Last Outpost --[has_genre]--> Western
Neg LogProb(↓):   0.007875
Path Entropy(↓):  0.045901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film goodbye, mr. chips released
Start Entity:     Goodbye, Mr. Chips
Gold Answer:      [['1939']]
Predicted Ans:    1969
Predicted Path:   Goodbye, Mr. Chips --[release_year]--> 1969 --[(INV) release_year]--> If It's Tuesday, This Must Be Belgium --[release_year]--> 1969
Path (Raw):       Goodbye, Mr. Chips --[release_year]--> 1969 --[(INV) release_year]--> If It's Tuesday, This Must Be Belgium --[release_year]--> 1969
Neg LogProb(↓):   2.893035
Path Entropy(↓):  4.121774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter richard elfman co - wrote films with who
Start Entity:     Richard Elfman
Gold Answer:      [['Matthew Bright']]
Predicted Ans:    Matthew Bright
Predicted Path:   Richard Elfman --[(INV) written_by]--> Forbidden Zone --[written_by]--> Matthew Bright
Path (Raw):       Richard Elfman --[No Operation]--> Richard Elfman --[(INV) written_by]--> Forbidden Zone --[written_by]--> Matthew Bright
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the celebration
Start Entity:     The Celebration
Gold Answer:      [['Joaquin Phoenix', 'Sean Penn', 'Bill Pullman', 'Jakob Cedergren', 'Mads Mikkelsen', 'Claire Danes', 'Jamie Bell']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   The Celebration --[directed_by]--> Thomas Vinterberg --[(INV) directed_by]--> The Hunt --[starred_actors]--> Mads Mikkelsen
Path (Raw):       The Celebration --[directed_by]--> Thomas Vinterberg --[(INV) directed_by]--> The Hunt --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.149529
Path Entropy(↓):  0.499140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film mann tut was mann kann
Start Entity:     Mann tut was Mann kann
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Mann tut was Mann kann --[directed_by]--> Marc Rothemund --[(INV) directed_by]--> Pornorama --[release_year]--> 2007
Path (Raw):       Mann tut was Mann kann --[directed_by]--> Marc Rothemund --[(INV) directed_by]--> Pornorama --[release_year]--> 2007
Neg LogProb(↓):   0.000939
Path Entropy(↓):  0.007699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with needful things
Start Entity:     Needful Things
Gold Answer:      [['Riding the Bullet', 'Dolores Claiborne', 'Apt Pupil', 'The Dead Zone', "Dolan's Cadillac", "Cat's Eye", 'The Mist', 'The Shining', 'Creepshow', 'The Dark Half', 'The Green Mile', 'Carrie', 'Pet Sematary', 'Thinner', 'Quicksilver Highway', 'Creepshow 2', 'Stand by Me', 'The Lawnmower Man', 'Silver Bullet', 'The Mangler', 'Hearts in Atlantis', 'The Running Man', 'Secret Window', 'The Night Flier', 'Maximum Overdrive', 'Graveyard Shift', 'Firestarter', 'Misery', 'Sleepwalkers', 'The Shawshank Redemption', 'Christine', '1408', 'Dreamcatcher', 'Children of the Corn', 'Cujo']]
Predicted Ans:    Firestarter
Predicted Path:   Needful Things --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter
Path (Raw):       Needful Things --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[No Operation]--> Firestarter
Neg LogProb(↓):   0.480887
Path Entropy(↓):  1.342317
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of lauren tom starred movies
Start Entity:     Lauren Tom
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Lauren Tom --[(INV) starred_actors]--> Nothing Lasts Forever --[release_year]--> 1984
Path (Raw):       Lauren Tom --[No Operation]--> Lauren Tom --[(INV) starred_actors]--> Nothing Lasts Forever --[release_year]--> 1984
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does jeremy davies star in
Start Entity:     Jeremy Davies
Gold Answer:      [['The Locusts', 'Helter Skelter', 'CQ', 'Teknolust', '29 Palms', 'The Million Dollar Hotel']]
Predicted Ans:    CQ
Predicted Path:   Jeremy Davies --[(INV) starred_actors]--> CQ --[starred_actors]--> Jeremy Davies --[(INV) starred_actors]--> CQ
Path (Raw):       Jeremy Davies --[(INV) starred_actors]--> CQ --[starred_actors]--> Jeremy Davies --[(INV) starred_actors]--> CQ
Neg LogProb(↓):   0.431705
Path Entropy(↓):  1.138734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the libertine screenwriters
Start Entity:     The Libertine
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Libertine --[written_by]--> Stephen Jeffreys --[(INV) written_by]--> Diana --[has_genre]--> Drama
Path (Raw):       The Libertine --[written_by]--> Stephen Jeffreys --[(INV) written_by]--> Diana --[has_genre]--> Drama
Neg LogProb(↓):   0.051869
Path Entropy(↓):  0.200122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by jennifer ulrich release
Start Entity:     Jennifer Ulrich
Gold Answer:      [['2008', '1981']]
Predicted Ans:    1981
Predicted Path:   Jennifer Ulrich --[(INV) starred_actors]--> The Wave --[release_year]--> 1981
Path (Raw):       Jennifer Ulrich --[No Operation]--> Jennifer Ulrich --[(INV) starred_actors]--> The Wave --[release_year]--> 1981
Neg LogProb(↓):   0.596714
Path Entropy(↓):  0.688014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the black watch starred who
Start Entity:     The Black Watch
Gold Answer:      [['Lewis Stone', 'Clark Gable', 'Jean Harlow', 'Kitty Carlisle', 'John Wayne', 'Ben Johnson', 'Wallace Beery', "Maureen O'Hara", 'Groucho Marx', 'Frank Albertson', 'J. Farrell MacDonald', 'Kenneth MacKenna', 'Harpo Marx', 'Chico Marx']]
Predicted Ans:    John Wayne
Predicted Path:   The Black Watch --[written_by]--> James Kevin McGuinness --[(INV) written_by]--> Rio Grande --[starred_actors]--> John Wayne
Path (Raw):       The Black Watch --[written_by]--> James Kevin McGuinness --[(INV) written_by]--> Rio Grande --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.475952
Path Entropy(↓):  1.184368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by nick cave
Start Entity:     Nick Cave
Gold Answer:      [['John Hillcoat', 'Jane Pollard', 'Iain Forsyth']]
Predicted Ans:    John Hillcoat
Predicted Path:   Nick Cave --[(INV) written_by]--> Lawless --[directed_by]--> John Hillcoat
Path (Raw):       Nick Cave --[No Operation]--> Nick Cave --[(INV) written_by]--> Lawless --[directed_by]--> John Hillcoat
Neg LogProb(↓):   0.063088
Path Entropy(↓):  0.263696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of out of sight also starred in which films
Start Entity:     Out of Sight
Gold Answer:      [['Angel Eyes', 'The Back-up Plan', 'Fantastic Mr. Fox', 'Gravity', 'The Boy Next Door', 'The Peacemaker', 'Home', 'The American', 'Syriana', 'Solaris', 'The Ides of March', 'Monster-in-Law', 'An Unfinished Life', "Ocean's Twelve", 'Maid in Manhattan', 'Up in the Air', 'The Good German', 'Anaconda', 'The Descendants', 'Parker', 'Selena', 'Bordertown', 'Burn After Reading', 'Jack', 'The Wedding Planner', "Ocean's Eleven", 'Intolerable Cruelty', 'One Fine Day', 'The Cell', 'O Brother, Where Art Thou?', 'The Monuments Men', 'Money Train', 'The Men Who Stare at Goats', 'Blood and Wine', 'Enough', 'Three Kings', 'The Perfect Storm']]
Predicted Ans:    The Perfect Storm
Predicted Path:   Out of Sight --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The Perfect Storm
Path (Raw):       Out of Sight --[starred_actors]--> George Clooney --[No Operation]--> George Clooney --[(INV) starred_actors]--> The Perfect Storm
Neg LogProb(↓):   1.585186
Path Entropy(↓):  2.653093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of black death also directed which movies
Start Entity:     Black Death
Gold Answer:      [['Triangle', 'Severance', 'Creep']]
Predicted Ans:    Triangle
Predicted Path:   Black Death --[directed_by]--> Christopher Smith --[(INV) directed_by]--> Triangle
Path (Raw):       Black Death --[directed_by]--> Christopher Smith --[(INV) directed_by]--> Triangle --[No Operation]--> Triangle
Neg LogProb(↓):   0.157643
Path Entropy(↓):  0.517516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor paul anka acted together with who
Start Entity:     Paul Anka
Gold Answer:      [['Arletty']]
Predicted Ans:    Paul Anka
Predicted Path:   Paul Anka --[(INV) starred_actors]--> The Longest Day --[starred_actors]--> Paul Anka
Path (Raw):       Paul Anka --[No Operation]--> Paul Anka --[(INV) starred_actors]--> The Longest Day --[starred_actors]--> Paul Anka
Neg LogProb(↓):   0.075291
Path Entropy(↓):  0.260126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor jerry o'connell is a co - star of who
Start Entity:     Jerry O'Connell
Gold Answer:      [['Christopher Walken', 'Estella Warren', 'Lauren Stamile', 'Anthony Anderson', 'Jason Priestley', 'Billy West', 'Megan Ward', 'Ryan Reynolds', 'Gabriel Olds']]
Predicted Ans:    Jerry O'Connell
Predicted Path:   Jerry O'Connell --[(INV) starred_actors]--> Joe's Apartment --[starred_actors]--> Jerry O'Connell
Path (Raw):       Jerry O'Connell --[No Operation]--> Jerry O'Connell --[(INV) starred_actors]--> Joe's Apartment --[starred_actors]--> Jerry O'Connell
Neg LogProb(↓):   0.113441
Path Entropy(↓):  0.439521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie dinner rush
Start Entity:     Dinner Rush
Gold Answer:      [['James Glickenhaus', 'Eddie Murphy', 'John Leekley', 'John Mackenzie', 'Adrian Lyne', 'Michael Lehmann', 'Lasse Hallström', 'Spike Lee', 'Fernando Trueba']]
Predicted Ans:    James Glickenhaus
Predicted Path:   Dinner Rush --[starred_actors]--> Danny Aiello --[(INV) starred_actors]--> The Protector --[directed_by]--> James Glickenhaus
Path (Raw):       Dinner Rush --[starred_actors]--> Danny Aiello --[(INV) starred_actors]--> The Protector --[directed_by]--> James Glickenhaus
Neg LogProb(↓):   0.579659
Path Entropy(↓):  1.021731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie quiet city were in which genres
Start Entity:     Quiet City
Gold Answer:      [['Adventure', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Quiet City --[directed_by]--> Aaron Katz --[(INV) directed_by]--> Land Ho! --[has_genre]--> Comedy
Path (Raw):       Quiet City --[directed_by]--> Aaron Katz --[(INV) directed_by]--> Land Ho! --[has_genre]--> Comedy
Neg LogProb(↓):   0.032824
Path Entropy(↓):  0.169947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie the wages of fear in
Start Entity:     The Wages of Fear
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Wages of Fear --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       The Wages of Fear --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.347811
Path Entropy(↓):  2.871986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Michael rosenbaum was the director of which movies
Start Entity:     Michael Rosenbaum
Gold Answer:      [['Back in the Day']]
Predicted Ans:    Back in the Day
Predicted Path:   Michael Rosenbaum --[(INV) directed_by]--> Back in the Day --[directed_by]--> Michael Rosenbaum --[(INV) directed_by]--> Back in the Day
Path (Raw):       Michael Rosenbaum --[(INV) directed_by]--> Back in the Day --[directed_by]--> Michael Rosenbaum --[(INV) directed_by]--> Back in the Day
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of chan is missing
Start Entity:     Chan Is Missing
Gold Answer:      [['Michael Hui', 'Michael J. Fox', 'Roseanne Barr', 'Lou Reed', 'Mel Gorham', 'Molly Parker', 'Peter Sarsgaard', 'Maggie Cheung', 'Jeremy Irons']]
Predicted Ans:    Jeremy Irons
Predicted Path:   Chan Is Missing --[written_by]--> Wayne Wang --[(INV) written_by]--> Chinese Box --[starred_actors]--> Jeremy Irons
Path (Raw):       Chan Is Missing --[written_by]--> Wayne Wang --[(INV) written_by]--> Chinese Box --[starred_actors]--> Jeremy Irons
Neg LogProb(↓):   0.771318
Path Entropy(↓):  0.960071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote labyrinth of passion
Start Entity:     Labyrinth of Passion
Gold Answer:      [['1983', '1995', '1988', '1997', '2009', '1993', '1991', '2004', '2006', '1999', '2002', '1987', '1986', '2011', '1984']]
Predicted Ans:    1987
Predicted Path:   Labyrinth of Passion --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Labyrinth of Passion --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   1.190475
Path Entropy(↓):  2.025845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the little prince is also the director of which movies
Start Entity:     The Little Prince
Gold Answer:      [['Royal Wedding', "Singin' in the Rain", 'Saturn 3', 'Bedazzled', "It's Always Fair Weather", 'Arabesque', 'Kiss Them for Me', 'On the Town', 'Movie Movie', 'Indiscreet', 'Funny Face', 'Charade', 'Blame It on Rio', 'Two for the Road', 'Lucky Lady', 'Seven Brides for Seven Brothers', 'The Grass Is Greener']]
Predicted Ans:    Funny Face
Predicted Path:   The Little Prince --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face
Path (Raw):       The Little Prince --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[No Operation]--> Funny Face
Neg LogProb(↓):   1.516754
Path Entropy(↓):  2.248427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the hatchet man are written by who
Start Entity:     The Hatchet Man
Gold Answer:      [['Seton I. Miller', 'Jeanie Macpherson', 'Jonathan Latimer', 'Robert Lord', 'Leon G. Turrou', 'John Huston', 'Donald Hamilton', 'Jack London', 'John Wexley', 'Barré Lyndon', 'Howard Lindsay', 'Georges de La Fouchardière', 'Ernest Lehman', 'Cornell Woolrich', 'Jo Swerling', 'Irwin Shaw', 'Louis Weitzenkorn', 'Byron Morgan', 'Billy Wilder', 'Robert N. Lee', 'William Bowers', 'Jerome Weidman', 'Sydney Boehm', 'Arnold Schulman', 'Irving Wallace', 'Maxwell Anderson', 'John Godey', 'AJ Carothers', 'Damon Runyon', 'Victor Trivas', 'Joseph Jackson', 'Lucien Hubbard', 'Luchino Visconti', 'Robert Rossen', 'Nunnally Johnson', 'Heinz Herald', 'Norman Burnstine', 'James M. Cain', 'Francis Edward Faragoh', 'Max Catto', 'Robert Riskin', 'Leonard Kantor', 'Raymond Chandler', 'Richard Connell', 'Earl Baldwin', 'Richard Brooks', 'Norman Krasna', 'W.R. Burnett', 'Albert Camus']]
Predicted Ans:    Richard Brooks
Predicted Path:   The Hatchet Man --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Key Largo --[written_by]--> Richard Brooks
Path (Raw):       The Hatchet Man --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Key Largo --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.923281
Path Entropy(↓):  2.190781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jimmy conlin
Start Entity:     Jimmy Conlin
Gold Answer:      [['Preston Sturges']]
Predicted Ans:    Preston Sturges
Predicted Path:   Jimmy Conlin --[(INV) starred_actors]--> The Sin of Harold Diddlebock --[directed_by]--> Preston Sturges
Path (Raw):       Jimmy Conlin --[No Operation]--> Jimmy Conlin --[(INV) starred_actors]--> The Sin of Harold Diddlebock --[directed_by]--> Preston Sturges
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of gene robinson acted films
Start Entity:     Gene Robinson
Gold Answer:      [['Daniel G. Karslake']]
Predicted Ans:    Daniel G. Karslake
Predicted Path:   Gene Robinson --[(INV) starred_actors]--> For the Bible Tells Me So --[directed_by]--> Daniel G. Karslake
Path (Raw):       Gene Robinson --[No Operation]--> Gene Robinson --[(INV) starred_actors]--> For the Bible Tells Me So --[directed_by]--> Daniel G. Karslake
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film female vampire starred which actors
Start Entity:     Female Vampire
Gold Answer:      [['Lina Romay']]
Predicted Ans:    Lina Romay
Predicted Path:   Female Vampire --[starred_actors]--> Lina Romay --[(INV) starred_actors]--> Female Vampire --[starred_actors]--> Lina Romay
Path (Raw):       Female Vampire --[starred_actors]--> Lina Romay --[(INV) starred_actors]--> Female Vampire --[starred_actors]--> Lina Romay
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by stacie passon were in which genres
Start Entity:     Stacie Passon
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Stacie Passon --[(INV) directed_by]--> Concussion --[has_genre]--> Drama
Path (Raw):       Stacie Passon --[No Operation]--> Stacie Passon --[(INV) directed_by]--> Concussion --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by rachel ward
Start Entity:     Rachel Ward
Gold Answer:      [['2000', '1990', '1989', '1959', '1982', '1984']]
Predicted Ans:    1982
Predicted Path:   Rachel Ward --[(INV) starred_actors]--> Dead Men Don't Wear Plaid --[release_year]--> 1982
Path (Raw):       Rachel Ward --[No Operation]--> Rachel Ward --[(INV) starred_actors]--> Dead Men Don't Wear Plaid --[release_year]--> 1982
Neg LogProb(↓):   0.947108
Path Entropy(↓):  1.058740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by boots and saddles actors
Start Entity:     Boots and Saddles
Gold Answer:      [['Lawrence Kimble', 'Richard Murphy', 'Jesse Lasky Jr.', 'Gerald Geraghty', 'Oliver Drake']]
Predicted Ans:    Oliver Drake
Predicted Path:   Boots and Saddles --[starred_actors]--> Gene Autry --[(INV) starred_actors]--> Oh, Susanna! --[written_by]--> Oliver Drake
Path (Raw):       Boots and Saddles --[starred_actors]--> Gene Autry --[(INV) starred_actors]--> Oh, Susanna! --[written_by]--> Oliver Drake
Neg LogProb(↓):   0.229659
Path Entropy(↓):  0.561095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film let's make love were released in which years
Start Entity:     Let's Make Love
Gold Answer:      [['1954', '1944', '2008', '1993', '1936', '1935', '1941', '1968', '1939', '1933', '1957', '1953', '1947', '1994', '1932', '1956', '1931', '1976', '1972', '1942', '1940', '1938', '1937', '1981', '1962', '2000', '1964', '1949', '1950', '1987', '1952']]
Predicted Ans:    1968
Predicted Path:   Let's Make Love --[directed_by]--> George Cukor --[(INV) directed_by]--> Romeo and Juliet --[release_year]--> 1968
Path (Raw):       Let's Make Love --[directed_by]--> George Cukor --[(INV) directed_by]--> Romeo and Juliet --[release_year]--> 1968
Neg LogProb(↓):   1.419223
Path Entropy(↓):  2.909959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by andrew drazek
Start Entity:     Andrew Drazek
Gold Answer:      [['Ted Beck']]
Predicted Ans:    Ted Beck
Predicted Path:   Andrew Drazek --[(INV) directed_by]--> All American Orgy --[written_by]--> Ted Beck
Path (Raw):       Andrew Drazek --[No Operation]--> Andrew Drazek --[(INV) directed_by]--> All American Orgy --[written_by]--> Ted Beck
Neg LogProb(↓):   0.001628
Path Entropy(↓):  0.012070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with lynn barber
Start Entity:     Lynn Barber
Gold Answer:      [['Nick Hornby']]
Predicted Ans:    Nick Hornby
Predicted Path:   Lynn Barber --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Path (Raw):       Lynn Barber --[No Operation]--> Lynn Barber --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does edward chapman act in
Start Entity:     Edward Chapman
Gold Answer:      [['Murder!']]
Predicted Ans:    Murder!
Predicted Path:   Edward Chapman --[(INV) starred_actors]--> Murder! --[starred_actors]--> Edward Chapman --[(INV) starred_actors]--> Murder!
Path (Raw):       Edward Chapman --[(INV) starred_actors]--> Murder! --[starred_actors]--> Edward Chapman --[(INV) starred_actors]--> Murder!
Neg LogProb(↓):   0.078124
Path Entropy(↓):  0.316012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of short circuit 2
Start Entity:     Short Circuit 2
Gold Answer:      [['Annabeth Gish', "Shaquille O'Neal", 'Judd Nelson']]
Predicted Ans:    Judd Nelson
Predicted Path:   Short Circuit 2 --[directed_by]--> Kenneth Johnson --[(INV) directed_by]--> Steel --[starred_actors]--> Judd Nelson
Path (Raw):       Short Circuit 2 --[directed_by]--> Kenneth Johnson --[(INV) directed_by]--> Steel --[starred_actors]--> Judd Nelson
Neg LogProb(↓):   0.188188
Path Entropy(↓):  0.463936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote a secret
Start Entity:     A Secret
Gold Answer:      [['Ludivine Sagnier', 'Bernard Giraudeau', 'Nicole Garcia']]
Predicted Ans:    Ludivine Sagnier
Predicted Path:   A Secret --[written_by]--> Claude Miller --[(INV) written_by]--> Little Lili --[starred_actors]--> Ludivine Sagnier
Path (Raw):       A Secret --[written_by]--> Claude Miller --[(INV) written_by]--> Little Lili --[starred_actors]--> Ludivine Sagnier
Neg LogProb(↓):   0.025965
Path Entropy(↓):  0.138766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with david c. wilson
Start Entity:     David C. Wilson
Gold Answer:      [['Daniel Chuba', 'William Malone']]
Predicted Ans:    David C. Wilson
Predicted Path:   David C. Wilson --[(INV) written_by]--> Supernova --[written_by]--> David C. Wilson
Path (Raw):       David C. Wilson --[No Operation]--> David C. Wilson --[(INV) written_by]--> Supernova --[written_by]--> David C. Wilson
Neg LogProb(↓):   0.093646
Path Entropy(↓):  0.338586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by the director of the pumpkin eater starred who
Start Entity:     The Pumpkin Eater
Gold Answer:      [['Bruce Dern', 'Alan Ladd', 'Heather Sears', 'Karen Black', 'Michael Redgrave', 'Macdonald Carey', 'Robert Redford', 'Jason Robards', 'Simone Signoret', 'Betty Field', 'Mia Farrow', 'Diane Ladd', 'Ruth Hussey', 'Jonathan Pryce', 'Laurence Harvey', 'Megs Jenkins', 'Bob Hoskins', 'Wendy Hiller', 'Marie Kean', 'Deborah Kerr', 'Donald Wolfit', 'Maggie Smith']]
Predicted Ans:    Mia Farrow
Predicted Path:   The Pumpkin Eater --[directed_by]--> Jack Clayton --[(INV) directed_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Path (Raw):       The Pumpkin Eater --[directed_by]--> Jack Clayton --[(INV) directed_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.376089
Path Entropy(↓):  0.959554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by wild geese ii screenwriters
Start Entity:     Wild Geese II
Gold Answer:      [['Adventure']]
Predicted Ans:    Thriller
Predicted Path:   Wild Geese II --[written_by]--> Daniel Carney --[(INV) written_by]--> Wild Geese II --[has_genre]--> Thriller
Path (Raw):       Wild Geese II --[written_by]--> Daniel Carney --[(INV) written_by]--> Wild Geese II --[has_genre]--> Thriller
Neg LogProb(↓):   0.396347
Path Entropy(↓):  0.632784
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of the host
Start Entity:     The Host
Gold Answer:      [['Andrew Niccol']]
Predicted Ans:    Andrew Niccol
Predicted Path:   The Host --[directed_by]--> Andrew Niccol --[(INV) directed_by]--> Gattaca --[directed_by]--> Andrew Niccol
Path (Raw):       The Host --[directed_by]--> Andrew Niccol --[(INV) directed_by]--> Gattaca --[directed_by]--> Andrew Niccol
Neg LogProb(↓):   0.451878
Path Entropy(↓):  0.693924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie road to rio
Start Entity:     Road to Rio
Gold Answer:      [['David R. Schwartz', 'Don Hartman', 'Laurence Stallings', 'Guy Bolton', 'Arch Oboler', 'Buster Keaton', 'Dudley Nichols', 'Lou Breslow', 'Charles W. Goddard', 'Paul Dickey', 'Clifford Odets', 'Philip Barry', 'Jo Swerling', 'P.G. Wodehouse', 'Norman Panama', 'Katherine Leslie Moore', "George O'Neil", 'Frank Tashlin', 'Billy Wilder', 'Charles Brackett', 'John Patrick', 'Walter DeLeon', 'Hal Kanter', 'Donald Ogden Stewart', 'Jack Rose', 'Edmund Beloin', 'Frank Butler', 'Harry Hervey', 'John Willard', 'Leo McCarey', 'Robert Riskin', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'George Seaton', 'M. Coates Webster', 'Melvin Frank', 'Oscar Hammerstein II', 'Dan Gordon', 'Robert L. Welch', 'Joseph Quillan', "Liam O'Brien", 'Valentine Davies', 'Vera Caspary', 'James Norman Hall', 'Sy Bartlett', 'Dennis Potter', 'Irving Berlin']]
Predicted Ans:    George Seaton
Predicted Path:   Road to Rio --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[written_by]--> George Seaton
Path (Raw):       Road to Rio --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[written_by]--> George Seaton
Neg LogProb(↓):   0.797654
Path Entropy(↓):  1.814297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by dudley murphy were written by who
Start Entity:     Dudley Murphy
Gold Answer:      [['DuBose Heyward', "Eugene O'Neill"]]
Predicted Ans:    Eugene O'Neill
Predicted Path:   Dudley Murphy --[(INV) directed_by]--> The Emperor Jones --[written_by]--> Eugene O'Neill
Path (Raw):       Dudley Murphy --[No Operation]--> Dudley Murphy --[(INV) directed_by]--> The Emperor Jones --[written_by]--> Eugene O'Neill
Neg LogProb(↓):   0.001322
Path Entropy(↓):  0.010095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for comet
Start Entity:     Comet
Gold Answer:      [['Sam Esmail']]
Predicted Ans:    Sam Esmail
Predicted Path:   Comet --[directed_by]--> Sam Esmail --[(INV) directed_by]--> Comet --[directed_by]--> Sam Esmail
Path (Raw):       Comet --[directed_by]--> Sam Esmail --[(INV) directed_by]--> Comet --[directed_by]--> Sam Esmail
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by what have i done to deserve this? writers
Start Entity:     What Have I Done to Deserve This?
Gold Answer:      [['Drama', 'Thriller', 'Mystery', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   What Have I Done to Deserve This? --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[has_genre]--> Drama
Path (Raw):       What Have I Done to Deserve This? --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[has_genre]--> Drama
Neg LogProb(↓):   0.412389
Path Entropy(↓):  1.253373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by greg erb in
Start Entity:     Greg Erb
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Greg Erb --[(INV) written_by]--> Senseless --[has_genre]--> Comedy
Path (Raw):       Greg Erb --[No Operation]--> Greg Erb --[(INV) written_by]--> Senseless --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the good german director
Start Entity:     The Good German
Gold Answer:      [['Italian', 'Russian']]
Predicted Ans:    German
Predicted Path:   The Good German --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[in_language]--> German
Path (Raw):       The Good German --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[in_language]--> German
Neg LogProb(↓):   0.146356
Path Entropy(↓):  0.506959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What did charles kaufman direct
Start Entity:     Charles Kaufman
Gold Answer:      [["Mother's Day"]]
Predicted Ans:    The Story of Esther Costello
Predicted Path:   Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello
Path (Raw):       Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello
Neg LogProb(↓):   0.026489
Path Entropy(↓):  0.126938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the main language in chouchou
Start Entity:     Chouchou
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Chouchou --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Chouchou --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.193300
Path Entropy(↓):  3.226385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of a serious man is also the director of which movies
Start Entity:     A Serious Man
Gold Answer:      [["The Man Who Wasn't There", 'No Country for Old Men', "Paris, je t'aime", 'O Brother, Where Art Thou?', 'The Ladykillers', 'Burn After Reading', 'The Big Lebowski', 'The Hudsucker Proxy', 'Fargo', 'Intolerable Cruelty', 'Inside Llewyn Davis']]
Predicted Ans:    The Hudsucker Proxy
Predicted Path:   A Serious Man --[directed_by]--> Ethan Coen --[(INV) directed_by]--> The Hudsucker Proxy
Path (Raw):       A Serious Man --[directed_by]--> Ethan Coen --[(INV) directed_by]--> The Hudsucker Proxy --[No Operation]--> The Hudsucker Proxy
Neg LogProb(↓):   1.307633
Path Entropy(↓):  2.361204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in rang de basanti
Start Entity:     Rang De Basanti
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Rang De Basanti --[starred_actors]--> Aamir Khan --[(INV) starred_actors]--> PK --[has_genre]--> Comedy
Path (Raw):       Rang De Basanti --[starred_actors]--> Aamir Khan --[(INV) starred_actors]--> PK --[has_genre]--> Comedy
Neg LogProb(↓):   1.031653
Path Entropy(↓):  2.072399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with doppelganger in
Start Entity:     Doppelganger
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Doppelganger --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Doppelganger --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.001090
Path Entropy(↓):  0.008641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the benny goodman story
Start Entity:     The Benny Goodman Story
Gold Answer:      [['1954', '1944', '1942', '1953', '1945', '1941', '1955', '1952']]
Predicted Ans:    1953
Predicted Path:   The Benny Goodman Story --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> Gun Fury --[release_year]--> 1953
Path (Raw):       The Benny Goodman Story --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> Gun Fury --[release_year]--> 1953
Neg LogProb(↓):   0.808281
Path Entropy(↓):  1.381750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in mitchell
Start Entity:     Mitchell
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Mitchell --[starred_actors]--> Martin Balsam --[(INV) starred_actors]--> Catch-22 --[has_genre]--> Comedy
Path (Raw):       Mitchell --[starred_actors]--> Martin Balsam --[(INV) starred_actors]--> Catch-22 --[has_genre]--> Comedy
Neg LogProb(↓):   0.097410
Path Entropy(↓):  0.390731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by greta gerwig
Start Entity:     Greta Gerwig
Gold Answer:      [['2008', '2010', '1981', '2012', '2011']]
Predicted Ans:    2012
Predicted Path:   Greta Gerwig --[(INV) starred_actors]--> Frances Ha --[release_year]--> 2012
Path (Raw):       Greta Gerwig --[No Operation]--> Greta Gerwig --[(INV) starred_actors]--> Frances Ha --[release_year]--> 2012
Neg LogProb(↓):   1.418293
Path Entropy(↓):  1.672983
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is stations of the cross in
Start Entity:     Stations of the Cross
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Stations of the Cross --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Stations of the Cross --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.710521
Path Entropy(↓):  1.972559
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the three lives of thomasina actors release
Start Entity:     The Three Lives of Thomasina
Gold Answer:      [['1962', '1968', '1976', '1966', '1972', '1957', '1973', '1979', '1981']]
Predicted Ans:    1963
Predicted Path:   The Three Lives of Thomasina --[starred_actors]--> Susan Hampshire --[(INV) starred_actors]--> The Three Lives of Thomasina --[release_year]--> 1963
Path (Raw):       The Three Lives of Thomasina --[starred_actors]--> Susan Hampshire --[(INV) starred_actors]--> The Three Lives of Thomasina --[release_year]--> 1963
Neg LogProb(↓):   0.026094
Path Entropy(↓):  0.141538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film the bannen way
Start Entity:     The Bannen Way
Gold Answer:      [['Michael Coldewey', 'Michel Lemire', 'Sturla Gunnarsson']]
Predicted Ans:    Jesse Warren
Predicted Path:   The Bannen Way --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[directed_by]--> Jesse Warren
Path (Raw):       The Bannen Way --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[directed_by]--> Jesse Warren
Neg LogProb(↓):   0.391324
Path Entropy(↓):  0.717060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of the movie troll
Start Entity:     Troll
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Troll --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Troll --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.951436
Path Entropy(↓):  1.375358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of derrick borte directed films
Start Entity:     Derrick Borte
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Derrick Borte --[(INV) directed_by]--> The Joneses --[release_year]--> 2009
Path (Raw):       Derrick Borte --[No Operation]--> Derrick Borte --[(INV) directed_by]--> The Joneses --[release_year]--> 2009
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed making mr. right
Start Entity:     Making Mr. Right
Gold Answer:      [['Susan Seidelman', 'Barbara Wilson', 'Shelly Gitlow', 'David Cramer', 'Barry Strugatz', 'Mark R. Burns', 'Fay Weldon']]
Predicted Ans:    Barbara Wilson
Predicted Path:   Making Mr. Right --[directed_by]--> Susan Seidelman --[(INV) directed_by]--> Gaudi Afternoon --[written_by]--> Barbara Wilson
Path (Raw):       Making Mr. Right --[directed_by]--> Susan Seidelman --[(INV) directed_by]--> Gaudi Afternoon --[written_by]--> Barbara Wilson
Neg LogProb(↓):   0.757986
Path Entropy(↓):  1.255359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was al reinert a writer on
Start Entity:     Al Reinert
Gold Answer:      [['Apollo 13']]
Predicted Ans:    Apollo 13
Predicted Path:   Al Reinert --[(INV) written_by]--> Apollo 13 --[written_by]--> Al Reinert --[(INV) written_by]--> Apollo 13
Path (Raw):       Al Reinert --[(INV) written_by]--> Apollo 13 --[written_by]--> Al Reinert --[(INV) written_by]--> Apollo 13
Neg LogProb(↓):   0.042997
Path Entropy(↓):  0.174899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote sweet bird of youth
Start Entity:     Sweet Bird of Youth
Gold Answer:      [['June Allyson', 'Robert Keith', 'Cary Grant', 'Jessica Lange', "Peter O'Toole", 'Candice Bergen', 'Katharine Hepburn', 'Marisa Pavan', 'Diane Keaton', 'Joanna Miles', 'Robert Mitchum', 'Shirley Jones', 'Vivien Leigh', 'Lee Marvin', 'Lauren Bacall', 'Edward G. Robinson', 'Gene Hackman', 'Burt Lancaster', 'Richard Burton', 'Charles Bronson', 'James Coburn', 'Yul Brynner', 'Walter Pidgeon', 'Lloyd Bridges', 'Paul Stewart', 'Donna Reed', 'Joanne Woodward', 'Warren Beatty', 'Gloria Grahame', 'Sam Waterston', 'Lionel Barrymore', 'Treat Williams', 'Woody Strode', 'Anna Magnani', 'Ava Gardner', 'Michael Moriarty', 'Laurence Harvey', 'Keenan Wynn', 'Deborah Kerr', 'James Mason', 'Burl Ives', 'Richard Kiley', 'Robert Webber', 'Bryce Dallas Howard', 'Goldie Hawn', 'Karl Malden', 'Ben Johnson', 'Robert Ryan', 'Diane Lane', 'Geraldine Page', 'John Goodman', 'Sean Connery', 'Scott Wilson', 'Eli Wallach', 'John Forsythe', 'Humphrey Bogart', 'Natalie Wood', 'Rita Moreno', 'Una Merkel', 'Robert Young', 'José Ferrer', 'Van Johnson', 'Dana Wynter', 'Marlon Brando', 'Elizabeth Taylor', 'Alec Baldwin', 'Hume Cronyn', 'Montgomery Clift', 'Robert Redford', 'Tuesday Weld', 'Kate Reid', 'Paul Newman', 'Carroll Baker', 'Kim Hunter', 'Mildred Dunnock', 'Gert Fröbe', 'Jean Simmons', 'Albert Dekker', 'Robert Blake', 'Rock Hudson', 'Arthur Kennedy', 'Charles Bickford']]
Predicted Ans:    Sean Connery
Predicted Path:   Sweet Bird of Youth --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[starred_actors]--> Sean Connery
Path (Raw):       Sweet Bird of Youth --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.934437
Path Entropy(↓):  2.118115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the deep end of the ocean
Start Entity:     The Deep End of the Ocean
Gold Answer:      [['The Magical Legend of the Leprechauns', 'Personal Effects', 'A Thousand Acres', 'Tequila Sunrise', 'Smooth Talk', 'To Gillian on Her 37th Birthday', 'Flashpoint', 'What Lies Beneath', 'Theodore Rex', 'The Prince of Egypt', 'A Christmas Carol', 'The Family', 'The Telephone', 'The Russia House', 'A Streetcar Named Desire', 'Into the Night', 'The Story of Us', 'Dark Shadows', 'Ladyhawke', 'Front of the Class', 'Sarafina!', 'The Associate', 'Boys on the Side', 'Love Field', 'The Witches of Eastwick', 'Sister Act', 'Made in America', 'Venom', 'Ghosts of Mississippi', 'Batman Returns', 'Hair', 'Barefoot', "A Midsummer Night's Dream", 'Eddie', 'I Could Never Be Your Woman', 'Deep Rising', 'Dangerous Liaisons', "Jumpin' Jack Flash", 'Prince of the City', 'The Fabulous Baker Boys', 'Wolf', 'The Long Walk Home', 'Frankie and Johnny', 'One Fine Day', 'Sweet Liberty', 'Fatal Beauty', 'The Color Purple', 'The Age of Innocence', 'People Like Us', 'Bogus', 'How Stella Got Her Groove Back', 'Camp Nowhere', 'Chéri', 'The Phantom', 'Burglar', 'I Am Sam', 'Dead Heat', 'Grease 2', 'Alice in Wonderland', 'Dangerous Minds', 'Scarface', 'Ghost']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   The Deep End of the Ocean --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       The Deep End of the Ocean --[No Operation]--> The Deep End of the Ocean --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.289824
Path Entropy(↓):  0.748209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did frank borzage direct
Start Entity:     Frank Borzage
Gold Answer:      [['Stage Door Canteen', '7th Heaven', 'Green Light', 'Lucky Star', 'A Farewell to Arms', 'Strange Cargo', 'History Is Made at Night', 'Bad Girl', "Man's Castle", 'Secrets', 'Moonrise', 'Mannequin', 'Flirtation Walk', 'Three Comrades', 'Desire', 'The Mortal Storm', 'The Spanish Main']]
Predicted Ans:    The Mortal Storm
Predicted Path:   Frank Borzage --[(INV) directed_by]--> The Mortal Storm --[directed_by]--> Frank Borzage --[(INV) directed_by]--> The Mortal Storm
Path (Raw):       Frank Borzage --[(INV) directed_by]--> The Mortal Storm --[directed_by]--> Frank Borzage --[(INV) directed_by]--> The Mortal Storm
Neg LogProb(↓):   2.338319
Path Entropy(↓):  3.926923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of freedom writers
Start Entity:     Freedom Writers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Freedom Writers --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Freedom Writers --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.484273
Path Entropy(↓):  4.602509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of charisma
Start Entity:     Charisma
Gold Answer:      [['Sweet Home', 'Loft', 'Pulse', 'Bright Future', 'Tokyo Sonata', 'Doppelganger']]
Predicted Ans:    Tokyo Sonata
Predicted Path:   Charisma --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Tokyo Sonata
Path (Raw):       Charisma --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Tokyo Sonata --[No Operation]--> Tokyo Sonata
Neg LogProb(↓):   0.981648
Path Entropy(↓):  1.607823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of lantana also wrote which films
Start Entity:     Lantana
Gold Answer:      [['A Most Wanted Man']]
Predicted Ans:    A Most Wanted Man
Predicted Path:   Lantana --[written_by]--> Andrew Bovell --[(INV) written_by]--> A Most Wanted Man
Path (Raw):       Lantana --[written_by]--> Andrew Bovell --[(INV) written_by]--> A Most Wanted Man --[No Operation]--> A Most Wanted Man
Neg LogProb(↓):   0.006472
Path Entropy(↓):  0.039029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie butterflies are free, when was it released
Start Entity:     Butterflies Are Free
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Butterflies Are Free --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Path (Raw):       Butterflies Are Free --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Neg LogProb(↓):   2.282942
Path Entropy(↓):  3.567772
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by susanna styron were released in which years
Start Entity:     Susanna Styron
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Susanna Styron --[(INV) directed_by]--> Shadrach --[release_year]--> 1998
Path (Raw):       Susanna Styron --[No Operation]--> Susanna Styron --[(INV) directed_by]--> Shadrach --[release_year]--> 1998
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film american roulette
Start Entity:     American Roulette
Gold Answer:      [['Raymond De Felitta', 'Stephen P. Lindsey', 'Luis Ugaz', 'Anthony Hopkins', 'Jieho Lee', 'Bob DeRosa']]
Predicted Ans:    Bob DeRosa
Predicted Path:   American Roulette --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Air I Breathe --[written_by]--> Bob DeRosa
Path (Raw):       American Roulette --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Air I Breathe --[written_by]--> Bob DeRosa
Neg LogProb(↓):   0.144107
Path Entropy(↓):  0.492614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by frank l. anderson
Start Entity:     Frank L. Anderson
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Frank L. Anderson --[(INV) directed_by]--> The Life of Reilly --[release_year]--> 2006
Path (Raw):       Frank L. Anderson --[No Operation]--> Frank L. Anderson --[(INV) directed_by]--> The Life of Reilly --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the death in the garden director release
Start Entity:     Death in the Garden
Gold Answer:      [['1970', '1954', '1936', '1967', '2015', '1974', '1977', '1933', '1951', '1972', '1961', '1955', '1964', '1997', '1950', '1960', '1929', '1965', '1969', '1930']]
Predicted Ans:    1967
Predicted Path:   Death in the Garden --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Belle de Jour --[release_year]--> 1967
Path (Raw):       Death in the Garden --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Belle de Jour --[release_year]--> 1967
Neg LogProb(↓):   1.437752
Path Entropy(↓):  2.402468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of before the revolution
Start Entity:     Before the Revolution
Gold Answer:      [['John Malkovich', 'Ruocheng Ying', 'Maria Schneider', 'Debra Winger', 'Keanu Reeves', 'Dominique Sanda', 'Gérard Depardieu', 'David Thewlis', 'Chris Isaak', 'Stefania Sandrelli', 'Thandie Newton', 'Marlon Brando', 'Sinéad Cusack', 'Joseph Fiennes', 'Robert De Niro', "Peter O'Toole", 'Joan Chen', 'John Lone']]
Predicted Ans:    Robert De Niro
Predicted Path:   Before the Revolution --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> 1900 --[starred_actors]--> Robert De Niro
Path (Raw):       Before the Revolution --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> 1900 --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.336043
Path Entropy(↓):  1.094728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the way he looks released
Start Entity:     The Way He Looks
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   The Way He Looks --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       The Way He Looks --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   3.257715
Path Entropy(↓):  4.673801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with amjad khan
Start Entity:     Amjad Khan
Gold Answer:      [['Stellan Skarsgård', 'Madhur Jaffrey', 'Naseeruddin Shah']]
Predicted Ans:    Stellan Skarsgård
Predicted Path:   Amjad Khan --[(INV) starred_actors]--> The Perfect Murder --[starred_actors]--> Stellan Skarsgård
Path (Raw):       Amjad Khan --[No Operation]--> Amjad Khan --[(INV) starred_actors]--> The Perfect Murder --[starred_actors]--> Stellan Skarsgård
Neg LogProb(↓):   0.000375
Path Entropy(↓):  0.003373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of tombs of the blind dead
Start Entity:     Tombs of the Blind Dead
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Tombs of the Blind Dead --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Tombs of the Blind Dead --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.889859
Path Entropy(↓):  4.158240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by marcelo galvao
Start Entity:     Marcelo Galvão
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marcelo Galvão --[(INV) directed_by]--> Buddies --[has_genre]--> Comedy
Path (Raw):       Marcelo Galvão --[No Operation]--> Marcelo Galvão --[(INV) directed_by]--> Buddies --[has_genre]--> Comedy
Neg LogProb(↓):   0.014408
Path Entropy(↓):  0.074959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of oh, susanna! is also the director of which movies
Start Entity:     Oh, Susanna!
Gold Answer:      [['Boots and Saddles', 'Flame of Barbary Coast', 'Come On, Rangers', 'Dakota']]
Predicted Ans:    Boots and Saddles
Predicted Path:   Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Boots and Saddles
Path (Raw):       Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Boots and Saddles --[No Operation]--> Boots and Saddles
Neg LogProb(↓):   0.940409
Path Entropy(↓):  1.286950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by faye emerson released
Start Entity:     Faye Emerson
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Faye Emerson --[(INV) starred_actors]--> The Mask of Dimitrios --[release_year]--> 1944
Path (Raw):       Faye Emerson --[No Operation]--> Faye Emerson --[(INV) starred_actors]--> The Mask of Dimitrios --[release_year]--> 1944
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the swan
Start Entity:     The Swan
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Swan --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       The Swan --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693151
Path Entropy(↓):  0.693206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie abbott and costello meet the invisible man were released in which years
Start Entity:     Abbott and Costello Meet the Invisible Man
Gold Answer:      [['1941', '1947', '1949']]
Predicted Ans:    1947
Predicted Path:   Abbott and Costello Meet the Invisible Man --[starred_actors]--> Nancy Guild --[(INV) starred_actors]--> The Brasher Doubloon --[release_year]--> 1947
Path (Raw):       Abbott and Costello Meet the Invisible Man --[starred_actors]--> Nancy Guild --[(INV) starred_actors]--> The Brasher Doubloon --[release_year]--> 1947
Neg LogProb(↓):   0.011046
Path Entropy(↓):  0.067984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by robert coover release
Start Entity:     Robert Coover
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Robert Coover --[(INV) written_by]--> The Babysitter --[release_year]--> 1995
Path (Raw):       Robert Coover --[No Operation]--> Robert Coover --[(INV) written_by]--> The Babysitter --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about malcolm mcdowell
Start Entity:     malcolm mcdowell
Gold Answer:      [['Halloween', 'Halloween II', 'A Clockwork Orange', 'Bolt', 'Time After Time']]
Predicted Ans:    A Clockwork Orange
Predicted Path:   malcolm mcdowell --[(INV) has_tags]--> A Clockwork Orange --[has_tags]--> disturbing --[(INV) has_tags]--> A Clockwork Orange
Path (Raw):       malcolm mcdowell --[(INV) has_tags]--> A Clockwork Orange --[has_tags]--> disturbing --[(INV) has_tags]--> A Clockwork Orange
Neg LogProb(↓):   0.240496
Path Entropy(↓):  0.718093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie forbidden zone
Start Entity:     Forbidden Zone
Gold Answer:      [['Leonard Gardner', 'John Waters']]
Predicted Ans:    Leonard Gardner
Predicted Path:   Forbidden Zone --[starred_actors]--> Susan Tyrrell --[(INV) starred_actors]--> Fat City --[written_by]--> Leonard Gardner
Path (Raw):       Forbidden Zone --[starred_actors]--> Susan Tyrrell --[(INV) starred_actors]--> Fat City --[written_by]--> Leonard Gardner
Neg LogProb(↓):   0.001703
Path Entropy(↓):  0.014164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by bob derosa released
Start Entity:     Bob DeRosa
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Bob DeRosa --[(INV) written_by]--> The Air I Breathe --[release_year]--> 2007
Path (Raw):       Bob DeRosa --[No Operation]--> Bob DeRosa --[(INV) written_by]--> The Air I Breathe --[release_year]--> 2007
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film trojan war are written by who
Start Entity:     Trojan War
Gold Answer:      [['Trey Callaway', 'Mo Ogrodnik', 'Bryan Fogel', 'Sam Wolfson', 'Lois Duncan', 'Kevin Williamson', 'Jonathan Parker', 'Gary Preisler', 'Lisa Davidowitz', 'Deborah Kaplan', 'Stephen Mazur', 'Paul Guay', 'Allison Jacobs', 'Julia Dahl', 'Harry Elfont', 'Robert Dunn', 'John Hay', 'Robert Rodriguez', 'Jim Davis', 'Catherine DiNapoli', 'Tom Savage']]
Predicted Ans:    Harry Elfont
Predicted Path:   Trojan War --[starred_actors]--> Jennifer Love Hewitt --[(INV) starred_actors]--> Can't Hardly Wait --[written_by]--> Harry Elfont
Path (Raw):       Trojan War --[starred_actors]--> Jennifer Love Hewitt --[(INV) starred_actors]--> Can't Hardly Wait --[written_by]--> Harry Elfont
Neg LogProb(↓):   0.491095
Path Entropy(↓):  0.682901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of dead again
Start Entity:     Dead Again
Gold Answer:      [['Richard Attenborough', 'Helena Bonham Carter', 'Kate Beckinsale', 'Anthony Hopkins', 'Glenn Close', 'Robert De Niro', 'Bryce Dallas Howard', 'Alphonsia Emmanuel', 'Brian Blessed', 'Nicol Williamson', 'Michael Caine', 'Alan Bates', 'Kenneth Branagh', 'Sam Shepard', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Penny Downie', 'Oliver Ford Davies', 'Ethan Hawke', 'David Tennant', 'Tom Hiddleston', 'Diane Venora', 'Patrick Stewart', 'Paul Scofield', 'Cate Blanchett', 'Lily James', 'Laurence Olivier', 'Stephen Fry', 'Chris Hemsworth', 'Richard Madden', 'Clark Gregg', 'Kyle MacLachlan', 'Mary Pickford', 'Marianne Faithfull', 'Jude Law', 'Natalie Portman', 'Alicia Silverstone', 'Hugh Laurie', 'Bernadette Peters', 'Harold Pinter', 'Mel Gibson', 'Judy Parfitt', 'Derek Jacobi']]
Predicted Ans:    Robert De Niro
Predicted Path:   Dead Again --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein --[starred_actors]--> Robert De Niro
Path (Raw):       Dead Again --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.162999
Path Entropy(↓):  0.463400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by angels with dirty faces actors release
Start Entity:     Angels with Dirty Faces
Gold Answer:      [['1946', '1954', '1944', '2003', '1959', '1936', '1935', '1941', '1974', '1984', '2007', '1939', '1933', '1957', '1951', '2010', '1953', '1947', '1932', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1989', '1942', '1940', '1938', '1981', '1961', '1955', '1934', '1978', '1949', '1950', '1960', '2005', '1945', '1937', '1930']]
Predicted Ans:    1931
Predicted Path:   Angels with Dirty Faces --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Path (Raw):       Angels with Dirty Faces --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Neg LogProb(↓):   1.095014
Path Entropy(↓):  1.425022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of 16 years of alcohol
Start Entity:     16 Years of Alcohol
Gold Answer:      [['Richard Jobson']]
Predicted Ans:    Richard Jobson
Predicted Path:   16 Years of Alcohol --[written_by]--> Richard Jobson --[(INV) written_by]--> 16 Years of Alcohol --[directed_by]--> Richard Jobson
Path (Raw):       16 Years of Alcohol --[written_by]--> Richard Jobson --[(INV) written_by]--> 16 Years of Alcohol --[directed_by]--> Richard Jobson
Neg LogProb(↓):   0.025679
Path Entropy(↓):  0.126863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the monster were in which languages
Start Entity:     The Monster
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Monster --[written_by]--> Roberto Benigni --[(INV) written_by]--> Johnny Stecchino --[in_language]--> Italian
Path (Raw):       The Monster --[written_by]--> Roberto Benigni --[(INV) written_by]--> Johnny Stecchino --[in_language]--> Italian
Neg LogProb(↓):   0.024839
Path Entropy(↓):  0.117698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by matt damon
Start Entity:     Matt Damon
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Matt Damon --[(INV) written_by]--> Promised Land --[has_genre]--> Drama
Path (Raw):       Matt Damon --[No Operation]--> Matt Damon --[(INV) written_by]--> Promised Land --[has_genre]--> Drama
Neg LogProb(↓):   0.704460
Path Entropy(↓):  0.758968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of caprice is also the director of which movies
Start Entity:     Caprice
Gold Answer:      [['Will Success Spoil Rock Hunter?', 'Son of Paleface', 'Susan Slept Here', "The Girl Can't Help It", 'The Glass Bottom Boat', 'The Disorderly Orderly']]
Predicted Ans:    Caprice
Predicted Path:   Caprice --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> Caprice
Path (Raw):       Caprice --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> Caprice --[No Operation]--> Caprice
Neg LogProb(↓):   0.717837
Path Entropy(↓):  1.029168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie king of hearts released
Start Entity:     King of Hearts
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   King of Hearts --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       King of Hearts --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.331701
Path Entropy(↓):  3.482975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the olsen gang on the track
Start Entity:     The Olsen Gang on the Track
Gold Answer:      [['Erik Balling']]
Predicted Ans:    Erik Balling
Predicted Path:   The Olsen Gang on the Track --[directed_by]--> Erik Balling --[(INV) directed_by]--> The Olsen Gang on the Track --[directed_by]--> Erik Balling
Path (Raw):       The Olsen Gang on the Track --[directed_by]--> Erik Balling --[(INV) directed_by]--> The Olsen Gang on the Track --[directed_by]--> Erik Balling
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote on the riviera
Start Entity:     On the Riviera
Gold Answer:      [['Fred Astaire', 'Richard Attenborough', 'James Stewart', 'Dylan McDermott', 'Lana Turner', 'Katharine Hepburn', 'Leslie Caron', "Donald O'Connor", 'Bob Hope', 'Donna Reed', 'Jim Hutton', 'Janis Paige', 'Dan Dailey', 'Ethel Merman', 'Audrey Meadows', 'Elizabeth Perkins', 'Thelma Ritter', 'Terry Moore', 'Sandra Dee', 'Steve Allen', 'Marilyn Monroe', 'John Payne', 'Edmund Gwenn', 'Spencer Tracy', "Maureen O'Hara"]]
Predicted Ans:    Katharine Hepburn
Predicted Path:   On the Riviera --[written_by]--> Henry Ephron --[(INV) written_by]--> Desk Set --[starred_actors]--> Katharine Hepburn
Path (Raw):       On the Riviera --[written_by]--> Henry Ephron --[(INV) written_by]--> Desk Set --[starred_actors]--> Katharine Hepburn
Neg LogProb(↓):   1.151491
Path Entropy(↓):  1.381643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of flubber
Start Entity:     Flubber
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Flubber --[directed_by]--> Les Mayfield --[(INV) directed_by]--> Flubber --[has_genre]--> Comedy
Path (Raw):       Flubber --[directed_by]--> Les Mayfield --[(INV) directed_by]--> Flubber --[has_genre]--> Comedy
Neg LogProb(↓):   0.433295
Path Entropy(↓):  0.891466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by blackjack actors
Start Entity:     Blackjack
Gold Answer:      [['Danny Lerner', 'John Sayles', 'Giorgio Serafini', 'Shawn Sourgose', 'Damian Lee', 'Rey Reyes', 'Christopher Kulikowski', 'Sidney J. Furie', 'Richard Wenk', 'Dolph Lundgren', 'Jonathan Hensleigh', 'Ethan Reiff', 'Cyrus Voris', 'Sylvester Stallone', 'Keoni Waxman', 'Joseph Kahn', 'Mark Palermo', 'Ken Kaufman', 'David Agosto']]
Predicted Ans:    Christopher Kulikowski
Predicted Path:   Blackjack --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[written_by]--> Christopher Kulikowski
Path (Raw):       Blackjack --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[written_by]--> Christopher Kulikowski
Neg LogProb(↓):   1.211124
Path Entropy(↓):  1.420891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie heading south are written by who
Start Entity:     Heading South
Gold Answer:      [['François Bégaudeau', 'Gaspar Noé', 'Pablo Trapero', 'Leonardo Padura', 'Elia Suleiman', 'Laurent Cantet', 'Ilmar Raag']]
Predicted Ans:    Laurent Cantet
Predicted Path:   Heading South --[directed_by]--> Laurent Cantet --[(INV) directed_by]--> The Class --[written_by]--> Laurent Cantet
Path (Raw):       Heading South --[directed_by]--> Laurent Cantet --[(INV) directed_by]--> The Class --[written_by]--> Laurent Cantet
Neg LogProb(↓):   0.043726
Path Entropy(↓):  0.199398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the godfather
Start Entity:     The Godfather
Gold Answer:      [['Fred Astaire', 'Robert Forster', 'Anjelica Huston', 'Jennifer Lopez', 'Alden Ehrenreich', 'Mickey Rourke', 'Lou Diamond Phillips', 'Lloyd Bridges', 'Marlon Brando', 'Katharine Hepburn', 'William Campbell', 'Luana Anders', 'Peter Fonda', 'C. Thomas Howell', 'James Caan', 'Peter Kastner', 'Woody Allen', 'Maribel Verdú', 'Gregory Hines', 'Martin Sheen', 'Richard Gere', 'Robin Williams', 'Kathleen Turner', 'Elizabeth Hartman', 'Wendell Corey', 'Michael Jackson', 'James Spader', 'Brian Kerwin', 'Matt Damon', 'Jon Voight', 'Ralph Macchio', 'Val Kilmer', 'Robert Duvall', 'Claire Danes', 'Diane Lane', 'Danny DeVito', 'Lonette McKee', 'Gene Hackman', 'Elle Fanning', 'Burt Lancaster', 'Petula Clark', 'Vincent Gallo', 'Mia Farrow', 'James Earl Jones', 'Raul Julia', 'Teri Garr', 'Frederic Forrest', 'Geraldine Page', 'John Cazale', 'Allen Garfield', 'Nastassja Kinski', 'Matt Dillon', 'Angela Bassett', 'Luke Perry', 'Shirley Knight', 'Patrick Swayze']]
Predicted Ans:    James Caan
Predicted Path:   The Godfather --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[starred_actors]--> James Caan
Path (Raw):       The Godfather --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[starred_actors]--> James Caan
Neg LogProb(↓):   0.845412
Path Entropy(↓):  1.752626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director ralph thomas co - directed movies with who
Start Entity:     Ralph Thomas
Gold Answer:      [['James Hawes', 'Alfred Hitchcock', 'Jack Conway']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Ralph Thomas --[(INV) directed_by]--> The 39 Steps --[directed_by]--> Alfred Hitchcock
Path (Raw):       Ralph Thomas --[No Operation]--> Ralph Thomas --[(INV) directed_by]--> The 39 Steps --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.170934
Path Entropy(↓):  0.629586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of survival of the dead
Start Entity:     Survival of the Dead
Gold Answer:      [['Breck Eisner', 'Tom Savini', 'Steve Miner', 'Zack Snyder', 'Dario Argento', 'George A. Romero', 'Michael Gornick']]
Predicted Ans:    George A. Romero
Predicted Path:   Survival of the Dead --[written_by]--> George A. Romero --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Path (Raw):       Survival of the Dead --[written_by]--> George A. Romero --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Neg LogProb(↓):   0.846297
Path Entropy(↓):  1.190945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by darren aronofsky
Start Entity:     Darren Aronofsky
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Darren Aronofsky --[(INV) written_by]--> The Fountain --[has_genre]--> Drama
Path (Raw):       Darren Aronofsky --[No Operation]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[has_genre]--> Drama
Neg LogProb(↓):   0.028454
Path Entropy(↓):  0.133135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jobeth williams were directed by who
Start Entity:     JoBeth Williams
Gold Answer:      [['Blake Edwards', 'Henry Winkler', 'Peter Faiman', 'Andrew Gallerani', 'Eugene Corr', 'Nicholas Meyer', 'Arthur Hiller']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   JoBeth Williams --[(INV) starred_actors]--> The Day After --[directed_by]--> Nicholas Meyer
Path (Raw):       JoBeth Williams --[No Operation]--> JoBeth Williams --[(INV) starred_actors]--> The Day After --[directed_by]--> Nicholas Meyer
Neg LogProb(↓):   0.146686
Path Entropy(↓):  0.499197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with maud adams
Start Entity:     Maud Adams
Gold Answer:      [['Bruce Dern']]
Predicted Ans:    Bruce Dern
Predicted Path:   Maud Adams --[(INV) starred_actors]--> Tattoo --[starred_actors]--> Bruce Dern
Path (Raw):       Maud Adams --[No Operation]--> Maud Adams --[(INV) starred_actors]--> Tattoo --[starred_actors]--> Bruce Dern
Neg LogProb(↓):   0.000085
Path Entropy(↓):  0.000917
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by michael whalen
Start Entity:     Michael Whalen
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Michael Whalen --[(INV) starred_actors]--> Blonde Ice --[release_year]--> 1948
Path (Raw):       Michael Whalen --[No Operation]--> Michael Whalen --[(INV) starred_actors]--> Blonde Ice --[release_year]--> 1948
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of 36 hours
Start Entity:     36 Hours
Gold Answer:      [['Nicolas Roeg', 'George Seaton', 'Les Mayfield', 'Tim Burton', 'Danny DeVito', 'Cyril Frankel', 'Henry Selick', 'Lewis Gilbert', 'Ken Hughes', 'Henry King', 'Wes Anderson']]
Predicted Ans:    George Seaton
Predicted Path:   36 Hours --[written_by]--> George Seaton --[(INV) written_by]--> The Country Girl --[directed_by]--> George Seaton
Path (Raw):       36 Hours --[written_by]--> George Seaton --[(INV) written_by]--> The Country Girl --[directed_by]--> George Seaton
Neg LogProb(↓):   0.153756
Path Entropy(↓):  0.530440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with penelope cruz
Start Entity:     Penélope Cruz
Gold Answer:      [['Cameron Diaz', 'Tom Cruise', 'Blanca Portillo', 'José Luis Gómez', 'Lambert Wilson', 'Horst Buchholz', 'Fele Martínez', 'Harold Perrineau', 'Murilo Benício', 'Dennis Hopper', 'Mark Feuerstein', 'Claudia Gerini', 'Salma Hayek', 'Lola Dueñas', 'Steve Zahn', 'Paul Walker', 'Lluís Homar', 'Eduardo Noriega', 'Kurt Russell', 'Ben Kingsley', 'Matt Damon', 'Danny DeVito', 'Michael Fassbender', 'Victoria Abril', 'Susan Sarandon', 'Jeff Bridges', 'J. Carrol Naish', 'Sergio Castellitto', 'Alan Arkin', 'Carmen Maura', 'John Goodman', 'Javier Bardem', 'Bob Dylan', 'Matthew McConaughey', 'Patricia Clarkson', 'Humphrey Bogart', 'Brooke Shields', 'Gabino Diego', 'Ana Belén', 'Juanjo Puigcorbé']]
Predicted Ans:    Penélope Cruz
Predicted Path:   Penélope Cruz --[(INV) starred_actors]--> Don't Move --[starred_actors]--> Penélope Cruz
Path (Raw):       Penélope Cruz --[No Operation]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   0.121961
Path Entropy(↓):  0.483278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by bryan gordon starred which actors
Start Entity:     Bryan Gordon
Gold Answer:      [['John Goodman', 'Frank Whaley', 'Christine Lahti', 'Jennifer Connelly', 'Josh Charles', 'Anne Heche']]
Predicted Ans:    Jennifer Connelly
Predicted Path:   Bryan Gordon --[(INV) directed_by]--> Career Opportunities --[starred_actors]--> Jennifer Connelly
Path (Raw):       Bryan Gordon --[No Operation]--> Bryan Gordon --[(INV) directed_by]--> Career Opportunities --[starred_actors]--> Jennifer Connelly
Neg LogProb(↓):   0.006829
Path Entropy(↓):  0.041559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by herman j. mankiewicz
Start Entity:     Herman J. Mankiewicz
Gold Answer:      [['Sam Wood', 'Josef von Sternberg', 'Harmon Jones', 'George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   Herman J. Mankiewicz --[(INV) written_by]--> Dinner at Eight --[directed_by]--> George Cukor
Path (Raw):       Herman J. Mankiewicz --[No Operation]--> Herman J. Mankiewicz --[(INV) written_by]--> Dinner at Eight --[directed_by]--> George Cukor
Neg LogProb(↓):   0.283811
Path Entropy(↓):  0.568888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by beatriz batarda were in which languages
Start Entity:     Beatriz Batarda
Gold Answer:      [['Czech', 'Portuguese']]
Predicted Ans:    Czech
Predicted Path:   Beatriz Batarda --[(INV) starred_actors]--> Alice --[in_language]--> Czech
Path (Raw):       Beatriz Batarda --[No Operation]--> Beatriz Batarda --[(INV) starred_actors]--> Alice --[in_language]--> Czech
Neg LogProb(↓):   0.347337
Path Entropy(↓):  0.605197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the punk syndrome, when was it released
Start Entity:     The Punk Syndrome
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Punk Syndrome --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       The Punk Syndrome --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   3.008418
Path Entropy(↓):  4.218695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was shanghai calling directed by
Start Entity:     Shanghai Calling
Gold Answer:      [['Daniel Hsia']]
Predicted Ans:    Daniel Hsia
Predicted Path:   Shanghai Calling --[directed_by]--> Daniel Hsia --[(INV) directed_by]--> Shanghai Calling --[directed_by]--> Daniel Hsia
Path (Raw):       Shanghai Calling --[directed_by]--> Daniel Hsia --[(INV) directed_by]--> Shanghai Calling --[directed_by]--> Daniel Hsia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of gold diggers of 1933
Start Entity:     Gold Diggers of 1933
Gold Answer:      [['Musical']]
Predicted Ans:    War
Predicted Path:   Gold Diggers of 1933 --[written_by]--> David Boehm --[(INV) written_by]--> A Guy Named Joe --[has_genre]--> War
Path (Raw):       Gold Diggers of 1933 --[written_by]--> David Boehm --[(INV) written_by]--> A Guy Named Joe --[has_genre]--> War
Neg LogProb(↓):   0.448578
Path Entropy(↓):  1.014429
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for so undercover
Start Entity:     So Undercover
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   So Undercover --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       So Undercover --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.259091
Path Entropy(↓):  4.632341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor moroni olsen is a co - star of who
Start Entity:     Moroni Olsen
Gold Answer:      [['Preston Foster', 'Barbara Stanwyck', 'Melvyn Douglas']]
Predicted Ans:    Melvyn Douglas
Predicted Path:   Moroni Olsen --[(INV) starred_actors]--> Annie Oakley --[starred_actors]--> Melvyn Douglas
Path (Raw):       Moroni Olsen --[No Operation]--> Moroni Olsen --[(INV) starred_actors]--> Annie Oakley --[starred_actors]--> Melvyn Douglas
Neg LogProb(↓):   0.543241
Path Entropy(↓):  0.696606
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in captain abu raed
Start Entity:     Captain Abu Raed
Gold Answer:      [['Arabic']]
Predicted Ans:    Hebrew
Predicted Path:   Captain Abu Raed --[in_language]--> Arabic --[(INV) in_language]--> Lemon Tree --[in_language]--> Hebrew
Path (Raw):       Captain Abu Raed --[in_language]--> Arabic --[(INV) in_language]--> Lemon Tree --[in_language]--> Hebrew
Neg LogProb(↓):   0.003622
Path Entropy(↓):  0.026715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose writers also wrote a swedish love story
Start Entity:     A Swedish Love Story
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A Swedish Love Story --[written_by]--> Roy Andersson --[(INV) written_by]--> Giliap --[has_genre]--> Drama
Path (Raw):       A Swedish Love Story --[written_by]--> Roy Andersson --[(INV) written_by]--> Giliap --[has_genre]--> Drama
Neg LogProb(↓):   0.163612
Path Entropy(↓):  0.529136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film national security released
Start Entity:     National Security
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   National Security --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       National Security --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.230835
Path Entropy(↓):  4.531552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie descent
Start Entity:     Descent
Gold Answer:      [['2001', '2008', '1999', '2014', '2012', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Descent --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[release_year]--> 2007
Path (Raw):       Descent --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[release_year]--> 2007
Neg LogProb(↓):   0.059828
Path Entropy(↓):  0.323949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with traitor in
Start Entity:     Traitor
Gold Answer:      [['French', 'Persian', 'Icelandic', 'English', 'Hungarian', 'Russian']]
Predicted Ans:    Persian
Predicted Path:   Traitor --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       Traitor --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.103092
Path Entropy(↓):  0.360791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of biyi bandele written movies
Start Entity:     Biyi Bandele
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Biyi Bandele --[(INV) directed_by]--> Half of a Yellow Sun --[release_year]--> 2013
Path (Raw):       Biyi Bandele --[No Operation]--> Biyi Bandele --[(INV) directed_by]--> Half of a Yellow Sun --[release_year]--> 2013
Neg LogProb(↓):   0.000413
Path Entropy(↓):  0.003634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed belle de jour
Start Entity:     Belle de Jour
Gold Answer:      [['Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Belle de Jour --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Los Olvidados --[directed_by]--> Luis Buñuel
Path (Raw):       Belle de Jour --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Los Olvidados --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   1.502925
Path Entropy(↓):  2.175025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter chris howard wrote films together with who
Start Entity:     Chris Howard
Gold Answer:      [['Julian Gilbey', 'Will Gilbey']]
Predicted Ans:    Julian Gilbey
Predicted Path:   Chris Howard --[(INV) written_by]--> Plastic --[written_by]--> Julian Gilbey
Path (Raw):       Chris Howard --[No Operation]--> Chris Howard --[(INV) written_by]--> Plastic --[written_by]--> Julian Gilbey
Neg LogProb(↓):   0.415838
Path Entropy(↓):  0.643601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed martha
Start Entity:     Martha
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Martha --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lili Marleen --[has_genre]--> Drama
Path (Raw):       Martha --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lili Marleen --[has_genre]--> Drama
Neg LogProb(↓):   0.904729
Path Entropy(↓):  1.369302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by beth schacter fall under
Start Entity:     Beth Schacter
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Beth Schacter --[(INV) directed_by]--> Normal Adolescent Behavior --[has_genre]--> Drama
Path (Raw):       Beth Schacter --[No Operation]--> Beth Schacter --[(INV) directed_by]--> Normal Adolescent Behavior --[has_genre]--> Drama
Neg LogProb(↓):   0.000093
Path Entropy(↓):  0.000954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by david fernandez were directed by who
Start Entity:     David Fernández
Gold Answer:      [['Jose Pozo']]
Predicted Ans:    Jose Pozo
Predicted Path:   David Fernández --[(INV) starred_actors]--> Donkey Xote --[directed_by]--> Jose Pozo
Path (Raw):       David Fernández --[No Operation]--> David Fernández --[(INV) starred_actors]--> Donkey Xote --[directed_by]--> Jose Pozo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in brooklyn
Start Entity:     Brooklyn
Gold Answer:      [['Angelina Jolie', 'Lenny Abrahamson', 'Neil Jordan', 'Joe Wright', 'Kevin Macdonald', 'Gita Pullapilly', 'Aron Gaudet', 'Richard Curtis']]
Predicted Ans:    Angelina Jolie
Predicted Path:   Brooklyn --[starred_actors]--> Domhnall Gleeson --[(INV) starred_actors]--> Unbroken --[directed_by]--> Angelina Jolie
Path (Raw):       Brooklyn --[starred_actors]--> Domhnall Gleeson --[(INV) starred_actors]--> Unbroken --[directed_by]--> Angelina Jolie
Neg LogProb(↓):   0.028138
Path Entropy(↓):  0.145757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed potiche
Start Entity:     Potiche
Gold Answer:      [['Charlotte Rampling', 'Catherine Deneuve', 'Danielle Darrieux', 'Ludivine Sagnier', 'Isabelle Huppert', 'Emmanuelle Béart']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Potiche --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women --[starred_actors]--> Catherine Deneuve
Path (Raw):       Potiche --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.595834
Path Entropy(↓):  1.206393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by kelli simpkins were in which genres
Start Entity:     Kelli Simpkins
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Kelli Simpkins --[(INV) written_by]--> The Laramie Project --[has_genre]--> Drama
Path (Raw):       Kelli Simpkins --[No Operation]--> Kelli Simpkins --[(INV) written_by]--> The Laramie Project --[has_genre]--> Drama
Neg LogProb(↓):   0.041222
Path Entropy(↓):  0.169164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of alex in wonderland also starred in which films
Start Entity:     Alex in Wonderland
Gold Answer:      [['Invasion of the Body Snatchers', 'Eye of the Needle', 'Start the Revolution Without Me', 'Backdraft', 'Crackers', 'Shadow Conspiracy', 'Panic', "Alice Doesn't Live Here Anymore", 'The Italian Job', 'Land of the Blind', 'The Best Offer', 'MASH', 'Flowers in the Attic', 'Fallen', 'Instinct', 'Another Happy Day', 'Requiem for a Dream', 'Buffy the Vampire Slayer', 'The Eagle', 'A Dry White Season', 'The Exorcist', "Don't Look Now", 'Same Time, Next Year', 'The King of Marvin Gardens', 'Hollow Point', 'The Puppet Masters', 'The Eagle Has Landed', 'Lost Angels', 'Disclosure', 'Revolution', 'The Day of the Locust', 'Interstellar', 'Without Limits', 'Path to War', 'The Assignment', 'An American Haunting', 'Space Cowboys', 'Providence', 'Lock Up', 'Heaven Help Us', 'Klute', 'Ordinary People', 'Resurrection', 'Lovely, Still', 'The Spitfire Grill', 'Fierce People', 'Max Dugan Returns', 'When a Man Loves a Woman', 'Virus']]
Predicted Ans:    A Dry White Season
Predicted Path:   Alex in Wonderland --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season
Path (Raw):       Alex in Wonderland --[starred_actors]--> Donald Sutherland --[No Operation]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season
Neg LogProb(↓):   0.637254
Path Entropy(↓):  1.410751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of dames
Start Entity:     Dames
Gold Answer:      [['Night Nurse', 'Gold Diggers of 1937', 'The Public Enemy', 'Gold Diggers of 1933', 'The Reformer and the Redhead', 'Gold Diggers of 1935', 'The Singing Marine', "There's Always a Woman", 'Cornered', 'The Bad and the Beautiful', 'Christmas in July', 'Susan Slept Here', 'Stand-In', 'Pitfall', 'Opening Night', 'Big City Blues', 'Footlight Parade', 'It Happened Tomorrow', 'Murder, My Sweet', 'Flirtation Walk', 'Ruggles of Red Gap', "A Midsummer Night's Dream", 'Blonde Crazy', 'Will Success Spoil Rock Hunter?', 'Page Miss Glory', 'Lawyer Man', 'A Tree Grows in Brooklyn', 'Topper Returns', 'Blessed Event', 'Greed', 'Hearts Divided', 'Bullets or Ballots', 'Three on a Match', 'The Tall Target', 'The Crowd Roars', 'Nightmare Alley']]
Predicted Ans:    A Midsummer Night's Dream
Predicted Path:   Dames --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream
Path (Raw):       Dames --[starred_actors]--> Dick Powell --[No Operation]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream
Neg LogProb(↓):   0.559451
Path Entropy(↓):  0.807772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of what! no beer? starred who
Start Entity:     What! No Beer?
Gold Answer:      [['Dorothy Sebastian', 'Harold Goodwin', 'Buster Keaton', 'Arlene Dahl', 'Red Skelton', 'Marceline Day']]
Predicted Ans:    Buster Keaton
Predicted Path:   What! No Beer? --[directed_by]--> Edward Sedgwick --[(INV) directed_by]--> The Cameraman --[starred_actors]--> Buster Keaton
Path (Raw):       What! No Beer? --[directed_by]--> Edward Sedgwick --[(INV) directed_by]--> The Cameraman --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.164355
Path Entropy(↓):  0.567609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did tab murphy write
Start Entity:     Tab Murphy
Gold Answer:      [['Last of the Dogmen', 'Tarzan']]
Predicted Ans:    Tarzan
Predicted Path:   Tab Murphy --[(INV) written_by]--> Tarzan --[written_by]--> Jessica Postigo --[(INV) written_by]--> Tarzan
Path (Raw):       Tab Murphy --[(INV) written_by]--> Tarzan --[written_by]--> Jessica Postigo --[(INV) written_by]--> Tarzan
Neg LogProb(↓):   0.000193
Path Entropy(↓):  0.002010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film voyage to the bottom of the sea were in which genres
Start Entity:     Voyage to the Bottom of the Sea
Gold Answer:      [['Family', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Crime', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Voyage to the Bottom of the Sea --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Path (Raw):       Voyage to the Bottom of the Sea --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.765151
Path Entropy(↓):  1.717058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film t - men
Start Entity:     T-Men
Gold Answer:      [['Cecil B. DeMille', 'Andrew L. Stone', 'Edward Ludwig', 'John Ford', 'John Berry', 'Guy Green', 'Charles Brabin']]
Predicted Ans:    Anthony Mann
Predicted Path:   T-Men --[starred_actors]--> Alfred Ryder --[(INV) starred_actors]--> T-Men --[directed_by]--> Anthony Mann
Path (Raw):       T-Men --[starred_actors]--> Alfred Ryder --[(INV) starred_actors]--> T-Men --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.010561
Path Entropy(↓):  0.059003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by eric linden
Start Entity:     Eric Linden
Gold Answer:      [['Howard Hawks', 'Ward Morehouse', "Eugene O'Neill"]]
Predicted Ans:    Eugene O'Neill
Predicted Path:   Eric Linden --[(INV) starred_actors]--> Ah, Wilderness! --[written_by]--> Eugene O'Neill
Path (Raw):       Eric Linden --[No Operation]--> Eric Linden --[(INV) starred_actors]--> Ah, Wilderness! --[written_by]--> Eugene O'Neill
Neg LogProb(↓):   0.102429
Path Entropy(↓):  0.332076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie the devil - doll released
Start Entity:     The Devil-Doll
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   The Devil-Doll --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Path (Raw):       The Devil-Doll --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Neg LogProb(↓):   2.025360
Path Entropy(↓):  3.008744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by kate davis
Start Entity:     kate davis
Gold Answer:      [['Stonewall Uprising']]
Predicted Ans:    Child Bride
Predicted Path:   kate davis --[(INV) has_tags]--> Stonewall Uprising --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride
Path (Raw):       kate davis --[(INV) has_tags]--> Stonewall Uprising --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride
Neg LogProb(↓):   0.161401
Path Entropy(↓):  0.479900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by carlos mencia
Start Entity:     Carlos Mencia
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Carlos Mencia --[(INV) starred_actors]--> Our Family Wedding --[has_genre]--> Comedy
Path (Raw):       Carlos Mencia --[No Operation]--> Carlos Mencia --[(INV) starred_actors]--> Our Family Wedding --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with fail safe fall under
Start Entity:     Fail Safe
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Fail Safe --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       Fail Safe --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   0.675490
Path Entropy(↓):  1.757875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by the designated mourner writers release
Start Entity:     The Designated Mourner
Gold Answer:      [['1981', '2013', '2004']]
Predicted Ans:    1981
Predicted Path:   The Designated Mourner --[written_by]--> Wallace Shawn --[(INV) written_by]--> My Dinner with Andre --[release_year]--> 1981
Path (Raw):       The Designated Mourner --[written_by]--> Wallace Shawn --[(INV) written_by]--> My Dinner with Andre --[release_year]--> 1981
Neg LogProb(↓):   0.504883
Path Entropy(↓):  0.947460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in alrick brown written films
Start Entity:     Alrick Brown
Gold Answer:      [['Kinyarwanda']]
Predicted Ans:    Kinyarwanda
Predicted Path:   Alrick Brown --[(INV) written_by]--> Kinyarwanda --[in_language]--> Kinyarwanda
Path (Raw):       Alrick Brown --[No Operation]--> Alrick Brown --[(INV) written_by]--> Kinyarwanda --[in_language]--> Kinyarwanda
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by mathieu kassovitz
Start Entity:     Mathieu Kassovitz
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    French
Predicted Path:   Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[in_language]--> French
Path (Raw):       Mathieu Kassovitz --[No Operation]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[in_language]--> French
Neg LogProb(↓):   0.001205
Path Entropy(↓):  0.009534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did michael laughlin write
Start Entity:     Michael Laughlin
Gold Answer:      [['Strange Invaders', 'Strange Behavior']]
Predicted Ans:    Strange Invaders
Predicted Path:   Michael Laughlin --[(INV) written_by]--> Strange Behavior --[written_by]--> Michael Laughlin --[(INV) written_by]--> Strange Invaders
Path (Raw):       Michael Laughlin --[(INV) written_by]--> Strange Behavior --[written_by]--> Michael Laughlin --[(INV) written_by]--> Strange Invaders
Neg LogProb(↓):   0.718458
Path Entropy(↓):  0.934231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe vertical limit
Start Entity:     Vertical Limit
Gold Answer:      [['action']]
Predicted Ans:    louis leterrier
Predicted Path:   Vertical Limit --[has_tags]--> action --[(INV) has_tags]--> Transporter 2 --[has_tags]--> louis leterrier
Path (Raw):       Vertical Limit --[has_tags]--> action --[(INV) has_tags]--> Transporter 2 --[has_tags]--> louis leterrier
Neg LogProb(↓):   0.493326
Path Entropy(↓):  1.275792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you give a few words describing what the howards of virginia is about
Start Entity:     The Howards of Virginia
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Howards of Virginia --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The Howards of Virginia --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.693752
Path Entropy(↓):  0.699783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by gavin hood fall under
Start Entity:     Gavin Hood
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Gavin Hood --[(INV) directed_by]--> Rendition --[has_genre]--> Thriller
Path (Raw):       Gavin Hood --[No Operation]--> Gavin Hood --[(INV) directed_by]--> Rendition --[has_genre]--> Thriller
Neg LogProb(↓):   0.184331
Path Entropy(↓):  0.543476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film hearts of the west
Start Entity:     Hearts of the West
Gold Answer:      [['Rob Thompson']]
Predicted Ans:    Rob Thompson
Predicted Path:   Hearts of the West --[written_by]--> Rob Thompson --[(INV) written_by]--> Hearts of the West --[written_by]--> Rob Thompson
Path (Raw):       Hearts of the West --[written_by]--> Rob Thompson --[(INV) written_by]--> Hearts of the West --[written_by]--> Rob Thompson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the dove
Start Entity:     The Dove
Gold Answer:      [['Charles Jarrott']]
Predicted Ans:    Charles Jarrott
Predicted Path:   The Dove --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> Anne of the Thousand Days --[directed_by]--> Charles Jarrott
Path (Raw):       The Dove --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> Anne of the Thousand Days --[directed_by]--> Charles Jarrott
Neg LogProb(↓):   0.022667
Path Entropy(↓):  0.107613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the king's whore are written by who
Start Entity:     The King's Whore
Gold Answer:      [['Richard Maibaum', 'Dylan Thomas', 'Danny Bilson', 'Herbert Baker', 'Lenore J. Coffee', 'Dale Messick', 'Kathleen Tynan', 'Silvia Richards', 'Rita Weiman', 'Edgar Selwyn', 'Ian Fleming', 'William Dear', 'Ranald MacDougall', 'Paul De Meo', 'Dave Stevens', 'Mae West', 'Michael G. Wilson', 'Thomas B. Allen']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   The King's Whore --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Path (Raw):       The King's Whore --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   0.674144
Path Entropy(↓):  1.421688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by nikita mikhalkov were in which languages
Start Entity:     Nikita Mikhalkov
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[in_language]--> Russian
Path (Raw):       Nikita Mikhalkov --[No Operation]--> Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[in_language]--> Russian
Neg LogProb(↓):   0.323073
Path Entropy(↓):  0.949139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in valley girl
Start Entity:     Valley Girl
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Valley Girl --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Path (Raw):       Valley Girl --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.670283
Path Entropy(↓):  1.957406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of fun also starred in which films
Start Entity:     Fun
Gold Answer:      [['Urban Legend', '88 Minutes', 'I Do', 'Blue Smoke', 'Bongwater']]
Predicted Ans:    I Do
Predicted Path:   Fun --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do
Path (Raw):       Fun --[starred_actors]--> Alicia Witt --[No Operation]--> Alicia Witt --[(INV) starred_actors]--> I Do
Neg LogProb(↓):   0.266977
Path Entropy(↓):  0.756380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie silk were in which languages
Start Entity:     Silk
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Silk --[written_by]--> Alessandro Baricco --[(INV) written_by]--> The Legend of 1900 --[in_language]--> English
Path (Raw):       Silk --[written_by]--> Alessandro Baricco --[(INV) written_by]--> The Legend of 1900 --[in_language]--> English
Neg LogProb(↓):   0.375197
Path Entropy(↓):  0.622651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the psych - out director
Start Entity:     Psych-Out
Gold Answer:      [['Paul Brodeur', 'Lawrence B. Marcus', 'Richard Rush']]
Predicted Ans:    Richard Rush
Predicted Path:   Psych-Out --[directed_by]--> Richard Rush --[(INV) directed_by]--> Hells Angels on Wheels --[directed_by]--> Richard Rush
Path (Raw):       Psych-Out --[directed_by]--> Richard Rush --[(INV) directed_by]--> Hells Angels on Wheels --[directed_by]--> Richard Rush
Neg LogProb(↓):   0.510262
Path Entropy(↓):  1.156270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by henri meilhac fall under
Start Entity:     Henri Meilhac
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Henri Meilhac --[(INV) written_by]--> Carmen --[has_genre]--> Drama
Path (Raw):       Henri Meilhac --[No Operation]--> Henri Meilhac --[(INV) written_by]--> Carmen --[has_genre]--> Drama
Neg LogProb(↓):   0.000955
Path Entropy(↓):  0.008441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does frankenstein fall under
Start Entity:     Frankenstein
Gold Answer:      [['Horror', 'Short']]
Predicted Ans:    Horror
Predicted Path:   Frankenstein --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Frankenstein --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.208727
Path Entropy(↓):  4.075405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director john curran
Start Entity:     John Curran
Gold Answer:      [['Greta Garbo', 'Edward Norton', 'Herbert Marshall', 'Milla Jovovich', 'Robert De Niro', 'Mia Wasikowska']]
Predicted Ans:    Herbert Marshall
Predicted Path:   John Curran --[(INV) directed_by]--> The Painted Veil --[starred_actors]--> Herbert Marshall
Path (Raw):       John Curran --[No Operation]--> John Curran --[(INV) directed_by]--> The Painted Veil --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.055157
Path Entropy(↓):  0.253862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the dresser
Start Entity:     The Dresser
Gold Answer:      [['A Man of No Importance', 'Wolfen', 'Gambit', 'Billy Liar', 'The Run of the Country', 'Big Fish', 'Annie', "Before the Devil Knows You're Dead", 'The Loneliness of the Long Distance Runner', 'Force 10 from Navarone', 'A Good Year', 'Scrooge', 'Under the Volcano', 'Shoot the Moon', 'Murder on the Orient Express', 'King Rat', 'Let Him Have It', 'The Day the Fish Came Out', 'Prince Valiant', 'Flood', 'Rich in Love', 'The Browning Version', 'Gumshoe', 'Wild Geese II', 'The Night of the Generals', 'The Playboys', 'The Day of the Jackal', 'Looker', 'A Month by the Lake', 'Two for the Road', 'Saturday Night and Sunday Morning']]
Predicted Ans:    Prince Valiant
Predicted Path:   The Dresser --[starred_actors]--> Edward Fox --[(INV) starred_actors]--> Prince Valiant
Path (Raw):       The Dresser --[starred_actors]--> Edward Fox --[No Operation]--> Edward Fox --[(INV) starred_actors]--> Prince Valiant
Neg LogProb(↓):   0.634765
Path Entropy(↓):  1.551097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by dave bautista
Start Entity:     Dave Bautista
Gold Answer:      [['Nicole Perlman', 'Chuck Hustmyre', 'James Gunn']]
Predicted Ans:    James Gunn
Predicted Path:   Dave Bautista --[(INV) starred_actors]--> Guardians of the Galaxy --[written_by]--> James Gunn
Path (Raw):       Dave Bautista --[No Operation]--> Dave Bautista --[(INV) starred_actors]--> Guardians of the Galaxy --[written_by]--> James Gunn
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by guy doleman
Start Entity:     Guy Doleman
Gold Answer:      [['James Doran']]
Predicted Ans:    James Doran
Predicted Path:   Guy Doleman --[(INV) starred_actors]--> The Ipcress File --[written_by]--> James Doran
Path (Raw):       Guy Doleman --[No Operation]--> Guy Doleman --[(INV) starred_actors]--> The Ipcress File --[written_by]--> James Doran
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of inglourious basterds
Start Entity:     Inglourious Basterds
Gold Answer:      [['Water for Elephants', 'Spy Game', 'The Mexican', 'A River Runs Through It', 'The Dark Side of the Sun', 'Aftershock', 'The Curious Case of Benjamin Button', 'The Tree of Life', 'Meet Joe Black', 'Johnny Suede', 'World War Z', 'Django Unchained', 'The Assassination of Jesse James by the Coward Robert Ford', 'Killing Them Softly', 'Fight Club', 'Carnage', 'Enemy', 'Legends of the Fall', 'Seven Years in Tibet', "Ocean's Twelve", 'Aloft', 'Megamind', 'Moneyball', "The Devil's Own", 'The Favor', 'Burn After Reading', 'Kalifornia', 'The Zero Theorem', 'Big Eyes', 'Fury', 'Cool World']]
Predicted Ans:    The Tree of Life
Predicted Path:   Inglourious Basterds --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life
Path (Raw):       Inglourious Basterds --[starred_actors]--> Brad Pitt --[No Operation]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life
Neg LogProb(↓):   1.079842
Path Entropy(↓):  1.732537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film werner herzog eats his shoe were released in which years
Start Entity:     Werner Herzog Eats His Shoe
Gold Answer:      [['2000', '1997', '1992', '2005', '2010', '2004', '1982', '1986', '1984', '2007']]
Predicted Ans:    1997
Predicted Path:   Werner Herzog Eats His Shoe --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly --[release_year]--> 1997
Path (Raw):       Werner Herzog Eats His Shoe --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly --[release_year]--> 1997
Neg LogProb(↓):   1.097602
Path Entropy(↓):  1.728456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by wendy makkena
Start Entity:     Wendy Makkena
Gold Answer:      [['Tanya Wexler', 'Emile Ardolino']]
Predicted Ans:    Emile Ardolino
Predicted Path:   Wendy Makkena --[(INV) starred_actors]--> Sister Act --[directed_by]--> Emile Ardolino
Path (Raw):       Wendy Makkena --[No Operation]--> Wendy Makkena --[(INV) starred_actors]--> Sister Act --[directed_by]--> Emile Ardolino
Neg LogProb(↓):   0.021314
Path Entropy(↓):  0.102244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the narrow margin
Start Entity:     The Narrow Margin
Gold Answer:      [['Nedrick Young', 'Harold Jacob Smith', 'Harry Brown', 'Edward Anhalt']]
Predicted Ans:    Martin Goldsmith
Predicted Path:   The Narrow Margin --[starred_actors]--> Jacqueline White --[(INV) starred_actors]--> The Narrow Margin --[written_by]--> Martin Goldsmith
Path (Raw):       The Narrow Margin --[starred_actors]--> Jacqueline White --[(INV) starred_actors]--> The Narrow Margin --[written_by]--> Martin Goldsmith
Neg LogProb(↓):   0.632007
Path Entropy(↓):  1.115163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was home movie released
Start Entity:     Home Movie
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Home Movie --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Home Movie --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.137243
Path Entropy(↓):  4.558790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film king of new york are directed by who
Start Entity:     King of New York
Gold Answer:      [['Walter Hill', 'Greg Spence', 'Gregory Widen', 'James Foley', 'Michael Seresin', 'Douglas Trumbull', 'Nimród Antal', 'Michelle Manning', 'Mike Nichols', 'Frank Coraci', 'Clint Eastwood', 'Reggie Rock Bythewood', 'Douglas Day Stewart', 'Robert Markowitz', 'Stuart Burge', 'John Badham', 'Tony Scott', 'Barry Levinson', 'Damian Harris', 'William Friedkin', 'Fisher Stevens', 'Henry Hathaway', 'David McNally', 'Kevin Hooks', 'Abel Ferrara', 'Arne Glimcher', 'Laurence Malkin', 'Michael Cimino', 'Joel Schumacher', 'John Carpenter', 'Hugh Wilson', "Peter O'Fallon", 'Jonathan Hensleigh', 'John Herzfeld', 'Robert Benton', 'Anthony Silverston', 'Nolan Lebovitz', 'David Cronenberg', 'Paul Schrader', 'Steven Spielberg', 'John Glen', 'Peter Hewitt', 'Laís Bodanzky', 'David Dobkin', 'Tim Burton', 'William Conrad', 'Brad Anderson', 'Oliver Parker', 'Dirk Shafer', 'Marco Brambilla', 'Orson Welles', 'Barbet Schroeder', 'John Irvin', 'Doug Atchison']]
Predicted Ans:    Orson Welles
Predicted Path:   King of New York --[starred_actors]--> Laurence Fishburne --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Path (Raw):       King of New York --[starred_actors]--> Laurence Fishburne --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Neg LogProb(↓):   1.175665
Path Entropy(↓):  2.359105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with quinn cummings
Start Entity:     Quinn Cummings
Gold Answer:      [['Patricia Heaton', 'Marsha Mason', 'Richard Dreyfuss', 'Paul Benedict', 'Jeff Daniels']]
Predicted Ans:    Richard Dreyfuss
Predicted Path:   Quinn Cummings --[(INV) starred_actors]--> The Goodbye Girl --[starred_actors]--> Richard Dreyfuss
Path (Raw):       Quinn Cummings --[No Operation]--> Quinn Cummings --[(INV) starred_actors]--> The Goodbye Girl --[starred_actors]--> Richard Dreyfuss
Neg LogProb(↓):   0.019413
Path Entropy(↓):  0.095878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed damsels in distress
Start Entity:     Damsels in Distress
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Damsels in Distress --[directed_by]--> Whit Stillman --[(INV) directed_by]--> Barcelona --[has_genre]--> Comedy
Path (Raw):       Damsels in Distress --[directed_by]--> Whit Stillman --[(INV) directed_by]--> Barcelona --[has_genre]--> Comedy
Neg LogProb(↓):   0.000587
Path Entropy(↓):  0.005181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director chandra barot
Start Entity:     Chandra Barot
Gold Answer:      [['Zeenat Aman', 'Iftekhar', 'Priyanka Chopra', 'Arjun Rampal', 'Isha Koppikar', 'Amitabh Bachchan', 'Shah Rukh Khan', 'Pran']]
Predicted Ans:    Priyanka Chopra
Predicted Path:   Chandra Barot --[(INV) directed_by]--> Don --[starred_actors]--> Priyanka Chopra
Path (Raw):       Chandra Barot --[No Operation]--> Chandra Barot --[(INV) directed_by]--> Don --[starred_actors]--> Priyanka Chopra
Neg LogProb(↓):   0.676353
Path Entropy(↓):  1.278842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by mike epps were released in which years
Start Entity:     Mike Epps
Gold Answer:      [['2000', '2009', '2008', '2005', '2002', '2012', '1984']]
Predicted Ans:    1984
Predicted Path:   Mike Epps --[(INV) starred_actors]--> Repentance --[release_year]--> 1984
Path (Raw):       Mike Epps --[No Operation]--> Mike Epps --[(INV) starred_actors]--> Repentance --[release_year]--> 1984
Neg LogProb(↓):   0.138813
Path Entropy(↓):  0.565277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of alice were directed by who
Start Entity:     Alice
Gold Answer:      [['Howard Morris', 'Tim Burton', 'Terry Gilliam', 'Francis Ford Coppola', 'Herbert Ross', 'Martin Scorsese', 'Penny Panayotopoulou', 'Norman Z. McLeod', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Alice --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Path (Raw):       Alice --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.931776
Path Entropy(↓):  2.681103
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with 3 women in
Start Entity:     3 Women
Gold Answer:      [['Finnish']]
Predicted Ans:    psychic abilities
Predicted Path:   3 Women --[starred_actors]--> Shelley Duvall --[(INV) starred_actors]--> The Shining --[has_tags]--> psychic abilities
Path (Raw):       3 Women --[starred_actors]--> Shelley Duvall --[(INV) starred_actors]--> The Shining --[has_tags]--> psychic abilities
Neg LogProb(↓):   0.048395
Path Entropy(↓):  0.256432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was a bright shining lie released
Start Entity:     A Bright Shining Lie
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   A Bright Shining Lie --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       A Bright Shining Lie --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   2.560752
Path Entropy(↓):  3.901159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - directors of john korty
Start Entity:     John Korty
Gold Answer:      [['Charles Swenson']]
Predicted Ans:    Charles Swenson
Predicted Path:   John Korty --[(INV) directed_by]--> Twice Upon a Time --[directed_by]--> Charles Swenson
Path (Raw):       John Korty --[No Operation]--> John Korty --[(INV) directed_by]--> Twice Upon a Time --[directed_by]--> Charles Swenson
Neg LogProb(↓):   0.098415
Path Entropy(↓):  0.311118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in broken city
Start Entity:     Broken City
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1935', '1974', '2007', '1968', '1998', '2009', '2010', '2014', '1994', '1995', '2001', '1990', '1996', '2012', '1922', '2013', '1934', '2000', '1997', '2005', '1991', '1999', '1987', '1969', '1958']]
Predicted Ans:    2013
Predicted Path:   Broken City --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Path (Raw):       Broken City --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Neg LogProb(↓):   1.714166
Path Entropy(↓):  2.276021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie parasite are written by who
Start Entity:     Parasite
Gold Answer:      [['Bruce Joel Rubin', 'Emilio Estevez', 'Michael Crichton', 'Sam Levinson', 'Carl Hiaasen', 'Ranald MacDougall', 'Mitchell Lichtenstein', 'Wim Wenders', 'Joel Schumacher', 'Bruce A. Evans', 'Andrew Bergman', 'Nathaniel Hawthorne', 'Jack Engelhard', 'Victor Hugo', 'George Dawes Green', 'Edward Anderson', 'Aaron Sorkin', 'Craig Rosenberg', 'Albert Husson', 'Derrick Borte']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Parasite --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Path (Raw):       Parasite --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Neg LogProb(↓):   1.533977
Path Entropy(↓):  1.372322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie serpico were released in which years
Start Entity:     Serpico
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1974', '1977', '2007', '2010', '2004', '1982', '1973', '1932', '1983', '1995', '1972', '1971', '1989', '1996', '2002', '2012', '2013', '2000', '1997', '1966', '2005', '1991', '1999']]
Predicted Ans:    1999
Predicted Path:   Serpico --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       Serpico --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   0.973469
Path Entropy(↓):  1.782813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of bill clinton
Start Entity:     Bill Clinton
Gold Answer:      [['William Hurt', 'Zackie Achmat', 'Peter Mugyenyi']]
Predicted Ans:    William Hurt
Predicted Path:   Bill Clinton --[(INV) starred_actors]--> Fire in the Blood --[starred_actors]--> William Hurt
Path (Raw):       Bill Clinton --[No Operation]--> Bill Clinton --[(INV) starred_actors]--> Fire in the Blood --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.006113
Path Entropy(↓):  0.041831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by igor legarreta fall under
Start Entity:     Igor Legarreta
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Igor Legarreta --[(INV) written_by]--> Autómata --[has_genre]--> Thriller
Path (Raw):       Igor Legarreta --[No Operation]--> Igor Legarreta --[(INV) written_by]--> Autómata --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of francois sagat starred movies
Start Entity:     François Sagat
Gold Answer:      [['Christophe Honoré']]
Predicted Ans:    Christophe Honoré
Predicted Path:   François Sagat --[(INV) starred_actors]--> Man at Bath --[directed_by]--> Christophe Honoré
Path (Raw):       François Sagat --[No Operation]--> François Sagat --[(INV) starred_actors]--> Man at Bath --[directed_by]--> Christophe Honoré
Neg LogProb(↓):   0.015981
Path Entropy(↓):  0.081433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of parental guidance starred who
Start Entity:     Parental Guidance
Gold Answer:      [['Sigourney Weaver', 'Channing Tatum', 'Carla Gugino', 'Alexander Ludwig', 'AnnaSophia Robb', 'Dwayne Johnson', 'Jamie Lee Curtis', 'Laura Ramsey', 'Amanda Bynes', 'Vinnie Jones', 'Kristen Bell']]
Predicted Ans:    Kristen Bell
Predicted Path:   Parental Guidance --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[starred_actors]--> Kristen Bell
Path (Raw):       Parental Guidance --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.511781
Path Entropy(↓):  0.989796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the walking stick starred who
Start Entity:     The Walking Stick
Gold Answer:      [['Peter Ustinov', 'Shari Belafonte', 'Marc Singer']]
Predicted Ans:    Marc Singer
Predicted Path:   The Walking Stick --[directed_by]--> Eric Till --[(INV) directed_by]--> If You Could See What I Hear --[starred_actors]--> Marc Singer
Path (Raw):       The Walking Stick --[directed_by]--> Eric Till --[(INV) directed_by]--> If You Could See What I Hear --[starred_actors]--> Marc Singer
Neg LogProb(↓):   0.296517
Path Entropy(↓):  0.739678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was henryk sienkiewicz a writer on
Start Entity:     Henryk Sienkiewicz
Gold Answer:      [['With Fire and Sword', 'Quo Vadis', 'The Deluge']]
Predicted Ans:    The Deluge
Predicted Path:   Henryk Sienkiewicz --[(INV) written_by]--> The Deluge --[written_by]--> Henryk Sienkiewicz --[(INV) written_by]--> The Deluge
Path (Raw):       Henryk Sienkiewicz --[(INV) written_by]--> The Deluge --[written_by]--> Henryk Sienkiewicz --[(INV) written_by]--> The Deluge
Neg LogProb(↓):   0.070096
Path Entropy(↓):  0.321007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the devil to pay!
Start Entity:     The Devil to Pay!
Gold Answer:      [['Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Benjamin Glazer
Predicted Path:   The Devil to Pay! --[written_by]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[written_by]--> Benjamin Glazer
Path (Raw):       The Devil to Pay! --[written_by]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[written_by]--> Benjamin Glazer
Neg LogProb(↓):   1.660321
Path Entropy(↓):  2.097670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did petteri nuottimaki write
Start Entity:     Petteri Nuottimäki
Gold Answer:      [['Slim Susie']]
Predicted Ans:    Slim Susie
Predicted Path:   Petteri Nuottimäki --[(INV) written_by]--> Slim Susie --[written_by]--> Ulf Malmros --[(INV) written_by]--> Slim Susie
Path (Raw):       Petteri Nuottimäki --[(INV) written_by]--> Slim Susie --[written_by]--> Ulf Malmros --[(INV) written_by]--> Slim Susie
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the reader
Start Entity:     The Reader
Gold Answer:      [['Trash', 'Billy Elliot', 'The Hours']]
Predicted Ans:    Trash
Predicted Path:   The Reader --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> Trash
Path (Raw):       The Reader --[No Operation]--> The Reader --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> Trash
Neg LogProb(↓):   0.630815
Path Entropy(↓):  0.927843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie west of zanzibar
Start Entity:     West of Zanzibar
Gold Answer:      [['1928']]
Predicted Ans:    1928
Predicted Path:   West of Zanzibar --[release_year]--> 1928 --[(INV) release_year]--> The Wind --[release_year]--> 1928
Path (Raw):       West of Zanzibar --[release_year]--> 1928 --[(INV) release_year]--> The Wind --[release_year]--> 1928
Neg LogProb(↓):   1.102572
Path Entropy(↓):  1.603926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for coyote ugly
Start Entity:     Coyote Ugly
Gold Answer:      [['Gina Wendkos']]
Predicted Ans:    Gina Wendkos
Predicted Path:   Coyote Ugly --[written_by]--> Gina Wendkos --[(INV) written_by]--> The Perfect Man --[written_by]--> Gina Wendkos
Path (Raw):       Coyote Ugly --[written_by]--> Gina Wendkos --[(INV) written_by]--> The Perfect Man --[written_by]--> Gina Wendkos
Neg LogProb(↓):   0.003213
Path Entropy(↓):  0.021624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of alois nebel
Start Entity:     Alois Nebel
Gold Answer:      [['The Man from London']]
Predicted Ans:    The Man from London
Predicted Path:   Alois Nebel --[starred_actors]--> Miroslav Krobot --[(INV) starred_actors]--> The Man from London
Path (Raw):       Alois Nebel --[starred_actors]--> Miroslav Krobot --[No Operation]--> Miroslav Krobot --[(INV) starred_actors]--> The Man from London
Neg LogProb(↓):   0.529054
Path Entropy(↓):  0.677630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film trog
Start Entity:     Trog
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Trog --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Trog --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.560798
Path Entropy(↓):  0.685971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was mansfield park released
Start Entity:     Mansfield Park
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Mansfield Park --[release_year]--> 1999 --[(INV) release_year]--> Nobody Knows Anybody --[release_year]--> 1999
Path (Raw):       Mansfield Park --[release_year]--> 1999 --[(INV) release_year]--> Nobody Knows Anybody --[release_year]--> 1999
Neg LogProb(↓):   3.071179
Path Entropy(↓):  4.359177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film beyond the hills
Start Entity:     Beyond the Hills
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Beyond the Hills --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Beyond the Hills --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.480072
Path Entropy(↓):  4.678674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of fresh horses was
Start Entity:     Fresh Horses
Gold Answer:      [['David Anspaugh']]
Predicted Ans:    David Anspaugh
Predicted Path:   Fresh Horses --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Rudy --[directed_by]--> David Anspaugh
Path (Raw):       Fresh Horses --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Rudy --[directed_by]--> David Anspaugh
Neg LogProb(↓):   0.011282
Path Entropy(↓):  0.071930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by eric bress
Start Entity:     Eric Bress
Gold Answer:      [['David R. Ellis', 'J. Mackye Gruber']]
Predicted Ans:    Eric Bress
Predicted Path:   Eric Bress --[(INV) directed_by]--> The Butterfly Effect --[directed_by]--> Eric Bress
Path (Raw):       Eric Bress --[No Operation]--> Eric Bress --[(INV) directed_by]--> The Butterfly Effect --[directed_by]--> Eric Bress
Neg LogProb(↓):   0.650268
Path Entropy(↓):  1.319597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of the film fired up!
Start Entity:     Fired Up!
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fired Up! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fired Up! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.393688
Path Entropy(↓):  4.553507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the an enemy of the people director release
Start Entity:     An Enemy of the People
Gold Answer:      [['1971', '1950', '1996']]
Predicted Ans:    1996
Predicted Path:   An Enemy of the People --[directed_by]--> George Schaefer --[(INV) directed_by]--> Harvey --[release_year]--> 1996
Path (Raw):       An Enemy of the People --[directed_by]--> George Schaefer --[(INV) directed_by]--> Harvey --[release_year]--> 1996
Neg LogProb(↓):   0.394405
Path Entropy(↓):  0.935739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the omega man
Start Entity:     The Omega Man
Gold Answer:      [['Albert Hackett', 'Frances Goodrich', 'Anne Frank']]
Predicted Ans:    Frances Goodrich
Predicted Path:   The Omega Man --[directed_by]--> Boris Sagal --[(INV) directed_by]--> The Diary of Anne Frank --[written_by]--> Frances Goodrich
Path (Raw):       The Omega Man --[directed_by]--> Boris Sagal --[(INV) directed_by]--> The Diary of Anne Frank --[written_by]--> Frances Goodrich
Neg LogProb(↓):   1.365645
Path Entropy(↓):  1.570560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film medea
Start Entity:     Medea
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Medea --[release_year]--> 1969 --[(INV) release_year]--> The Sorrow and the Pity --[release_year]--> 1969
Path (Raw):       Medea --[release_year]--> 1969 --[(INV) release_year]--> The Sorrow and the Pity --[release_year]--> 1969
Neg LogProb(↓):   2.469537
Path Entropy(↓):  3.643089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by winsor mccay
Start Entity:     Winsor McCay
Gold Answer:      [['Gertie the Dinosaur']]
Predicted Ans:    Gertie the Dinosaur
Predicted Path:   Winsor McCay --[(INV) written_by]--> Gertie the Dinosaur --[written_by]--> Winsor McCay --[(INV) written_by]--> Gertie the Dinosaur
Path (Raw):       Winsor McCay --[(INV) written_by]--> Gertie the Dinosaur --[written_by]--> Winsor McCay --[(INV) written_by]--> Gertie the Dinosaur
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote timecrimes
Start Entity:     Timecrimes
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Timecrimes --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial --[in_language]--> Spanish
Path (Raw):       Timecrimes --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial --[in_language]--> Spanish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the order
Start Entity:     The Order
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   The Order --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       The Order --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.475732
Path Entropy(↓):  1.075848
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of nacho libre
Start Entity:     Nacho Libre
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nacho Libre --[directed_by]--> Jared Hess --[(INV) directed_by]--> Napoleon Dynamite --[has_genre]--> Comedy
Path (Raw):       Nacho Libre --[directed_by]--> Jared Hess --[(INV) directed_by]--> Napoleon Dynamite --[has_genre]--> Comedy
Neg LogProb(↓):   0.128462
Path Entropy(↓):  0.421820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of dan in real life
Start Entity:     Dan in Real Life
Gold Answer:      [['Lasse Hallström', 'Peter Hedges']]
Predicted Ans:    Peter Hedges
Predicted Path:   Dan in Real Life --[written_by]--> Peter Hedges --[(INV) written_by]--> Dan in Real Life --[directed_by]--> Peter Hedges
Path (Raw):       Dan in Real Life --[written_by]--> Peter Hedges --[(INV) written_by]--> Dan in Real Life --[directed_by]--> Peter Hedges
Neg LogProb(↓):   0.160237
Path Entropy(↓):  0.569813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the private war of major benson released
Start Entity:     The Private War of Major Benson
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   The Private War of Major Benson --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       The Private War of Major Benson --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   2.748468
Path Entropy(↓):  4.104277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of avanti!
Start Entity:     Avanti!
Gold Answer:      [['Buddy Buddy', 'Sabrina', 'A Song Is Born', 'Irma la Douce', 'Hold Back the Dawn', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'Ninotchka', 'Arise, My Love', 'The Lost Weekend', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Spirit of St. Louis', 'Midnight', 'The Seven Year Itch', 'Some Like It Hot', 'The Major and the Minor', "It's a Great Feeling", 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    Sabrina
Predicted Path:   Avanti! --[written_by]--> Billy Wilder --[(INV) written_by]--> Sabrina
Path (Raw):       Avanti! --[written_by]--> Billy Wilder --[(INV) written_by]--> Sabrina --[No Operation]--> Sabrina
Neg LogProb(↓):   1.781982
Path Entropy(↓):  2.496990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the switch were in which genres
Start Entity:     The Switch
Gold Answer:      [['Drama', 'Sport', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Switch --[written_by]--> Allan Loeb --[(INV) written_by]--> The Switch --[has_genre]--> Comedy
Path (Raw):       The Switch --[written_by]--> Allan Loeb --[(INV) written_by]--> The Switch --[has_genre]--> Comedy
Neg LogProb(↓):   0.187781
Path Entropy(↓):  0.608555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed love story
Start Entity:     Love Story
Gold Answer:      [['Richard Pryor', 'Steve Martin', 'Peter Falk', 'Julie Andrews', 'Shelley Long', 'Robin Tunney', 'Maureen Stapleton', 'Sophia Loren', 'Barbara Harris', 'Judith Ivey', 'Steve Lawrence', 'Patrick McGoohan', "Peter O'Toole", 'Charles Grodin', 'Judd Hirsch', 'Dyan Cannon', "Catherine O'Hara", 'Lee Grant', 'Nick Nolte', 'Richard E. Grant', 'Tuesday Weld', 'James Garner', 'Michael Douglas', 'George Peppard', 'Dick Shawn', 'JoBeth Williams', 'Rod Steiger', 'Tom Arnold', 'Gene Wilder', 'David Paymer', 'Ian Bannen', 'Ralph Macchio', 'Melvyn Douglas', 'Walter Matthau', 'Bette Midler', 'Lee Remick', 'Alan Arkin', 'Jill Clayburgh', 'James Coco', 'James Belushi', 'Mary Steenburgen', 'George C. Scott', 'Dudley Moore', 'Valerie Perrine', 'James Coburn', 'Al Pacino', 'Natalie Wood', 'Chill Wills', 'Rock Hudson']]
Predicted Ans:    George C. Scott
Predicted Path:   Love Story --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       Love Story --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.008029
Path Entropy(↓):  0.055099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by hugh williams
Start Entity:     Hugh Williams
Gold Answer:      [['Robert Mitchum', 'Deborah Kerr', 'Cary Grant', 'Jean Simmons']]
Predicted Ans:    Cate Blanchett
Predicted Path:   Hugh Williams --[(INV) starred_actors]--> An Ideal Husband --[starred_actors]--> Cate Blanchett
Path (Raw):       Hugh Williams --[No Operation]--> Hugh Williams --[(INV) starred_actors]--> An Ideal Husband --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   0.286359
Path Entropy(↓):  0.805312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by the screenwriter of manic were directed by who
Start Entity:     Manic
Gold Answer:      [['Nima Nourizadeh', 'Mark Illsley', 'Christopher Miller', 'Phil Lord', 'Jonathan Kaplan']]
Predicted Ans:    Christopher Miller
Predicted Path:   Manic --[written_by]--> Michael Bacall --[(INV) written_by]--> 22 Jump Street --[directed_by]--> Christopher Miller
Path (Raw):       Manic --[written_by]--> Michael Bacall --[(INV) written_by]--> 22 Jump Street --[directed_by]--> Christopher Miller
Neg LogProb(↓):   0.093518
Path Entropy(↓):  0.307354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by adam sandler
Start Entity:     Adam Sandler
Gold Answer:      [['2008', '2003', '2006', '1974', '2007', '1998', '2009', '2010', '2004', '1994', '2014', '1995', '1989', '1996', '2002', '2012', '2011', '2013', '2000', '2005', '1999']]
Predicted Ans:    2004
Predicted Path:   Adam Sandler --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       Adam Sandler --[No Operation]--> Adam Sandler --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   0.749621
Path Entropy(↓):  1.976683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in pretty woman
Start Entity:     Pretty Woman
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Pretty Woman --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Path (Raw):       Pretty Woman --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Neg LogProb(↓):   0.466225
Path Entropy(↓):  1.247478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of uncle sam
Start Entity:     Uncle Sam
Gold Answer:      [['Relentless', 'Vigilante', 'The Expert', 'Maniac Cop 2', 'Maniac', 'Maniac Cop']]
Predicted Ans:    Maniac Cop 2
Predicted Path:   Uncle Sam --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop 2
Path (Raw):       Uncle Sam --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop 2 --[No Operation]--> Maniac Cop 2
Neg LogProb(↓):   0.087616
Path Entropy(↓):  0.310556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by daniel f. galouye
Start Entity:     Daniel F. Galouye
Gold Answer:      [['Craig Bierko', 'Gretchen Mol', 'Klaus Löwitsch', "Vincent D'Onofrio"]]
Predicted Ans:    Klaus Löwitsch
Predicted Path:   Daniel F. Galouye --[(INV) written_by]--> World on a Wire --[starred_actors]--> Klaus Löwitsch
Path (Raw):       Daniel F. Galouye --[No Operation]--> Daniel F. Galouye --[(INV) written_by]--> World on a Wire --[starred_actors]--> Klaus Löwitsch
Neg LogProb(↓):   0.112293
Path Entropy(↓):  0.338533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of guy madison starred movies
Start Entity:     Guy Madison
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Guy Madison --[(INV) starred_actors]--> 5 Against the House --[release_year]--> 1955
Path (Raw):       Guy Madison --[No Operation]--> Guy Madison --[(INV) starred_actors]--> 5 Against the House --[release_year]--> 1955
Neg LogProb(↓):   0.601942
Path Entropy(↓):  0.688622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by james adomian
Start Entity:     James Adomian
Gold Answer:      [['David Cross']]
Predicted Ans:    David Cross
Predicted Path:   James Adomian --[(INV) starred_actors]--> Hits --[directed_by]--> David Cross
Path (Raw):       James Adomian --[No Operation]--> James Adomian --[(INV) starred_actors]--> Hits --[directed_by]--> David Cross
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by michael j. willett release
Start Entity:     Michael J. Willett
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Michael J. Willett --[(INV) starred_actors]--> G.B.F. --[release_year]--> 2013
Path (Raw):       Michael J. Willett --[No Operation]--> Michael J. Willett --[(INV) starred_actors]--> G.B.F. --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by peter watkins
Start Entity:     Peter Watkins
Gold Answer:      [['Johnny Speight', 'Norman Bogner']]
Predicted Ans:    Peter Watkins
Predicted Path:   Peter Watkins --[(INV) directed_by]--> Edvard Munch --[written_by]--> Peter Watkins
Path (Raw):       Peter Watkins --[No Operation]--> Peter Watkins --[(INV) directed_by]--> Edvard Munch --[written_by]--> Peter Watkins
Neg LogProb(↓):   0.305415
Path Entropy(↓):  0.659768
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed devdas
Start Entity:     Devdas
Gold Answer:      [['Salman Khan', 'Ranbir Kapoor', 'Sonam Kapoor', 'Amitabh Bachchan', 'Rani Mukerji']]
Predicted Ans:    Rani Mukerji
Predicted Path:   Devdas --[directed_by]--> Sanjay Leela Bhansali --[(INV) directed_by]--> Black --[starred_actors]--> Rani Mukerji
Path (Raw):       Devdas --[directed_by]--> Sanjay Leela Bhansali --[(INV) directed_by]--> Black --[starred_actors]--> Rani Mukerji
Neg LogProb(↓):   0.379229
Path Entropy(↓):  0.658936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by steve moore
Start Entity:     Steve Moore
Gold Answer:      [['Alpha and Omega']]
Predicted Ans:    Alpha and Omega
Predicted Path:   Steve Moore --[(INV) written_by]--> Alpha and Omega --[written_by]--> Ben Gluck --[(INV) written_by]--> Alpha and Omega
Path (Raw):       Steve Moore --[(INV) written_by]--> Alpha and Omega --[written_by]--> Ben Gluck --[(INV) written_by]--> Alpha and Omega
Neg LogProb(↓):   0.120230
Path Entropy(↓):  0.353326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film cotton comes to harlem
Start Entity:     Cotton Comes to Harlem
Gold Answer:      [['harlem', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Cotton Comes to Harlem --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Cotton Comes to Harlem --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.890029
Path Entropy(↓):  1.310584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of fire - eater
Start Entity:     Fire-Eater
Gold Answer:      [['Pirjo Honkasalo']]
Predicted Ans:    Pirjo Honkasalo
Predicted Path:   Fire-Eater --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater --[directed_by]--> Pirjo Honkasalo
Path (Raw):       Fire-Eater --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater --[directed_by]--> Pirjo Honkasalo
Neg LogProb(↓):   0.003208
Path Entropy(↓):  0.021595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was vicente blasco ibanez a writer on
Start Entity:     Vicente Blasco Ibáñez
Gold Answer:      [['Mare Nostrum', 'The Temptress', 'Blood and Sand']]
Predicted Ans:    Blood and Sand
Predicted Path:   Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand
Path (Raw):       Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand
Neg LogProb(↓):   0.045492
Path Entropy(↓):  0.231374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by mike cahill starred which actors
Start Entity:     Mike Cahill
Gold Answer:      [['William Mapother', 'Michael Douglas', 'Evan Rachel Wood', 'Brit Marling']]
Predicted Ans:    Brit Marling
Predicted Path:   Mike Cahill --[(INV) written_by]--> Another Earth --[starred_actors]--> Brit Marling
Path (Raw):       Mike Cahill --[No Operation]--> Mike Cahill --[(INV) written_by]--> Another Earth --[starred_actors]--> Brit Marling
Neg LogProb(↓):   0.524324
Path Entropy(↓):  0.690754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did season hubley act in
Start Entity:     Season Hubley
Gold Answer:      [['Vice Squad', 'Hardcore']]
Predicted Ans:    The Dream Team
Predicted Path:   Season Hubley --[(INV) starred_actors]--> Hardcore --[starred_actors]--> Peter Boyle --[(INV) starred_actors]--> The Dream Team
Path (Raw):       Season Hubley --[(INV) starred_actors]--> Hardcore --[starred_actors]--> Peter Boyle --[(INV) starred_actors]--> The Dream Team
Neg LogProb(↓):   0.364012
Path Entropy(↓):  0.945801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films written by hunting and gathering screenwriters
Start Entity:     Hunting and Gathering
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Hunting and Gathering --[written_by]--> Claude Berri --[(INV) written_by]--> Jean de Florette --[in_language]--> French
Path (Raw):       Hunting and Gathering --[written_by]--> Claude Berri --[(INV) written_by]--> Jean de Florette --[in_language]--> French
Neg LogProb(↓):   0.000268
Path Entropy(↓):  0.002490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the princess comes across
Start Entity:     The Princess Comes Across
Gold Answer:      [['William Powell', 'Lionel Atwill', 'Laurence Olivier', 'Binnie Barnes', 'Rosalind Russell']]
Predicted Ans:    William Powell
Predicted Path:   The Princess Comes Across --[directed_by]--> William K. Howard --[(INV) directed_by]--> Rendezvous --[starred_actors]--> William Powell
Path (Raw):       The Princess Comes Across --[directed_by]--> William K. Howard --[(INV) directed_by]--> Rendezvous --[starred_actors]--> William Powell
Neg LogProb(↓):   0.569696
Path Entropy(↓):  0.936462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did clark gable star in
Start Entity:     Clark Gable
Gold Answer:      [['Dancing Lady', 'Night Nurse', 'Wife vs. Secretary', 'After Office Hours', 'Manhattan Melodrama', 'No Man of Her Own', 'Soldier of Fortune', 'Command Decision', 'Polly of the Circus', 'Mogambo', 'The Hucksters', 'Any Number Can Play', 'Betrayed', 'Red Dust', 'Test Pilot', 'San Francisco', 'It Happened One Night', 'China Seas', 'The Tall Men', 'Forsaking All Others', 'The Misfits', 'Too Hot to Handle', 'The King and Four Queens', 'Boom Town', 'But Not for Me', 'Across the Wide Missouri', 'The Call of the Wild', "Teacher's Pet", 'Saratoga', 'Strange Cargo', 'A Free Soul', 'Night Flight', 'Possessed', 'Mutiny on the Bounty', 'Cain and Mabel', "Idiot's Delight", 'It Started in Naples', 'Comrade X']]
Predicted Ans:    Operator 13
Predicted Path:   Clark Gable --[(INV) starred_actors]--> Cain and Mabel --[starred_actors]--> Marion Davies --[(INV) starred_actors]--> Operator 13
Path (Raw):       Clark Gable --[(INV) starred_actors]--> Cain and Mabel --[starred_actors]--> Marion Davies --[(INV) starred_actors]--> Operator 13
Neg LogProb(↓):   1.674270
Path Entropy(↓):  3.263595
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the writer of detroit 9000 starred who
Start Entity:     Detroit 9000
Gold Answer:      [['Arthur Franz', 'Dick Foran', 'Brett Halsey']]
Predicted Ans:    Arthur Franz
Predicted Path:   Detroit 9000 --[written_by]--> Orville H. Hampton --[(INV) written_by]--> The Atomic Submarine --[starred_actors]--> Arthur Franz
Path (Raw):       Detroit 9000 --[written_by]--> Orville H. Hampton --[(INV) written_by]--> The Atomic Submarine --[starred_actors]--> Arthur Franz
Neg LogProb(↓):   0.000613
Path Entropy(↓):  0.005582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of i saw what you did
Start Entity:     I Saw What You Did
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   I Saw What You Did --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       I Saw What You Did --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.994857
Path Entropy(↓):  4.200346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of father hood
Start Entity:     Father Hood
Gold Answer:      [['Executive Decision', 'Perfect Stranger', 'Black Dog', 'The Program', 'Next of Kin', 'Green Dragon', "King Solomon's Mines", 'Catwoman', "Monster's Ball", 'Things We Lost in the Fire', 'Boomerang', 'City of Joy', 'Grandview, U.S.A.', 'Road House', 'Point Break', 'Losing Isaiah', 'B*A*P*S', 'Bond Girls Are Forever', 'The Fox and the Hound 2', 'Youngblood', 'Gothika', 'Three Wishes', 'Letters from a Killer', 'Dark Tide', "The Rich Man's Wife", 'Red Dawn', 'Swordfish', 'Robots', 'The Call', 'Dirty Dancing', 'Race the Sun', 'The Outsiders', 'Why Do Fools Fall in Love', 'Tall Tale', 'Keeping Mum', 'Ghost']]
Predicted Ans:    King Solomon's Mines
Predicted Path:   Father Hood --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines
Path (Raw):       Father Hood --[starred_actors]--> Patrick Swayze --[No Operation]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines
Neg LogProb(↓):   0.135658
Path Entropy(↓):  0.475359
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film ishtar were in which languages
Start Entity:     Ishtar
Gold Answer:      [['English', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Ishtar --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Papillon --[in_language]--> English
Path (Raw):       Ishtar --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Papillon --[in_language]--> English
Neg LogProb(↓):   0.169594
Path Entropy(↓):  0.511043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film even cowgirls get the blues
Start Entity:     Even Cowgirls Get the Blues
Gold Answer:      [['Jim Carroll', 'Guy de Maupassant', 'Andrew Niccol', 'Aleksandr Gordon', 'Ernest Hemingway', 'Ben Younger', 'Tom Stoppard', 'Stephen Belber', 'Blake Edwards', 'Max Winkler', 'Andrei Tarkovsky', 'Gene Roddenberry', 'Francis Pollini', 'Emil Stern', 'Philip K. Dick', 'Joss Whedon', 'Laura Kasischke', 'John Boorman', 'Melville Shavelson', 'Leo Rosten', 'Roy Huggins', 'Bruce Robinson', 'Wesley Strick', 'Jacques Deray', 'Clare Naylor', 'Mimi Hare', 'Bonnie Sikowitz', 'Anthony Veiller', 'Fred Cavayé', 'Zak Penn', 'Babaloo Mandel', 'Donald E. Westlake', 'Katherine Dieckmann', 'Leigh Brackett', 'Jules Furthman', 'Mel Brooks', 'H.E. Bates', 'Lowell Ganz', 'Brian De Palma', 'Billie Letts']]
Predicted Ans:    Andrei Tarkovsky
Predicted Path:   Even Cowgirls Get the Blues --[starred_actors]--> Angie Dickinson --[(INV) starred_actors]--> The Killers --[written_by]--> Andrei Tarkovsky
Path (Raw):       Even Cowgirls Get the Blues --[starred_actors]--> Angie Dickinson --[(INV) starred_actors]--> The Killers --[written_by]--> Andrei Tarkovsky
Neg LogProb(↓):   1.352214
Path Entropy(↓):  2.435463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by keoni waxman
Start Entity:     Keoni Waxman
Gold Answer:      [['Richard Beattie', 'Michael Black']]
Predicted Ans:    Keoni Waxman
Predicted Path:   Keoni Waxman --[(INV) directed_by]--> Sweepers --[written_by]--> Keoni Waxman
Path (Raw):       Keoni Waxman --[No Operation]--> Keoni Waxman --[(INV) directed_by]--> Sweepers --[written_by]--> Keoni Waxman
Neg LogProb(↓):   0.386779
Path Entropy(↓):  1.012979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the author of rated x
Start Entity:     Rated X
Gold Answer:      [['David McCumber']]
Predicted Ans:    David McCumber
Predicted Path:   Rated X --[written_by]--> David McCumber --[(INV) written_by]--> Rated X --[written_by]--> David McCumber
Path (Raw):       Rated X --[written_by]--> David McCumber --[(INV) written_by]--> Rated X --[written_by]--> David McCumber
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of doom
Start Entity:     Doom
Gold Answer:      [['John Westermann']]
Predicted Ans:    John Westermann
Predicted Path:   Doom --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Exit Wounds --[written_by]--> John Westermann
Path (Raw):       Doom --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Exit Wounds --[written_by]--> John Westermann
Neg LogProb(↓):   0.030150
Path Entropy(↓):  0.137730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in somers town
Start Entity:     Somers Town
Gold Answer:      [['Piotr Jagiello', 'Thomas Turgoose', 'Perry Benson']]
Predicted Ans:    Perry Benson
Predicted Path:   Somers Town --[starred_actors]--> Perry Benson --[(INV) starred_actors]--> Somers Town --[starred_actors]--> Perry Benson
Path (Raw):       Somers Town --[starred_actors]--> Perry Benson --[(INV) starred_actors]--> Somers Town --[starred_actors]--> Perry Benson
Neg LogProb(↓):   0.570135
Path Entropy(↓):  0.861210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film all about the benjamins were in which genres
Start Entity:     All About the Benjamins
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   All About the Benjamins --[written_by]--> Ice Cube --[(INV) written_by]--> Next Friday --[has_genre]--> Comedy
Path (Raw):       All About the Benjamins --[written_by]--> Ice Cube --[(INV) written_by]--> Next Friday --[has_genre]--> Comedy
Neg LogProb(↓):   0.009955
Path Entropy(↓):  0.060765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with golden brooks
Start Entity:     golden brooks
Gold Answer:      [['Timecode']]
Predicted Ans:    Timecode
Predicted Path:   golden brooks --[(INV) has_tags]--> Timecode --[has_tags]--> golden brooks --[(INV) has_tags]--> Timecode
Path (Raw):       golden brooks --[(INV) has_tags]--> Timecode --[has_tags]--> golden brooks --[(INV) has_tags]--> Timecode
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie rush hour 3
Start Entity:     Rush Hour 3
Gold Answer:      [['James Glickenhaus', 'Jackie Chan', 'John Fusco', 'Miles Millar', 'Alfred Gough', 'Gordon Chan', 'Michael Henry Brown', 'Vincent Kok', 'Wallace Terry', 'Robert Mark Kamen', 'Stanley Tong', 'Jules Verne', 'Ice Cube', 'Allen Hughes']]
Predicted Ans:    Gordon Chan
Predicted Path:   Rush Hour 3 --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[written_by]--> Gordon Chan
Path (Raw):       Rush Hour 3 --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[written_by]--> Gordon Chan
Neg LogProb(↓):   0.099595
Path Entropy(↓):  0.517533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie alias betty
Start Entity:     Alias Betty
Gold Answer:      [['claude miller']]
Predicted Ans:    claude miller
Predicted Path:   Alias Betty --[has_tags]--> claude miller --[(INV) has_tags]--> Deadly Circuit --[has_tags]--> claude miller
Path (Raw):       Alias Betty --[has_tags]--> claude miller --[(INV) has_tags]--> Deadly Circuit --[has_tags]--> claude miller
Neg LogProb(↓):   0.163758
Path Entropy(↓):  0.470537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by daphne ashbrook were released in which years
Start Entity:     Daphne Ashbrook
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Daphne Ashbrook --[(INV) starred_actors]--> Doctor Who --[release_year]--> 1996
Path (Raw):       Daphne Ashbrook --[No Operation]--> Daphne Ashbrook --[(INV) starred_actors]--> Doctor Who --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in god's not dead
Start Entity:     God's Not Dead
Gold Answer:      [['English', 'Greek']]
Predicted Ans:    Greek
Predicted Path:   God's Not Dead --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[in_language]--> Greek
Path (Raw):       God's Not Dead --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[in_language]--> Greek
Neg LogProb(↓):   0.039921
Path Entropy(↓):  0.165185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the vanishing american
Start Entity:     The Vanishing American
Gold Answer:      [['1992', '1940', '1938', '1920', '1936']]
Predicted Ans:    1992
Predicted Path:   The Vanishing American --[directed_by]--> George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans --[release_year]--> 1992
Path (Raw):       The Vanishing American --[directed_by]--> George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans --[release_year]--> 1992
Neg LogProb(↓):   0.375496
Path Entropy(↓):  1.027841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by lowell dean
Start Entity:     Lowell Dean
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Lowell Dean --[(INV) written_by]--> WolfCop --[release_year]--> 2014
Path (Raw):       Lowell Dean --[No Operation]--> Lowell Dean --[(INV) written_by]--> WolfCop --[release_year]--> 2014
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by aasif mandvi
Start Entity:     Aasif Mandvi
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Aasif Mandvi --[(INV) written_by]--> Today's Special --[has_genre]--> Comedy
Path (Raw):       Aasif Mandvi --[No Operation]--> Aasif Mandvi --[(INV) written_by]--> Today's Special --[has_genre]--> Comedy
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by maeve binchy
Start Entity:     Maeve Binchy
Gold Answer:      [["Pat O'Connor"]]
Predicted Ans:    Pat O'Connor
Predicted Path:   Maeve Binchy --[(INV) written_by]--> Circle of Friends --[directed_by]--> Pat O'Connor
Path (Raw):       Maeve Binchy --[No Operation]--> Maeve Binchy --[(INV) written_by]--> Circle of Friends --[directed_by]--> Pat O'Connor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what jeff, who lives at home is about
Start Entity:     Jeff, Who Lives at Home
Gold Answer:      [['mark duplass', 'jason segel', 'judy greer']]
Predicted Ans:    mark duplass
Predicted Path:   Jeff, Who Lives at Home --[has_tags]--> mark duplass --[(INV) has_tags]--> Cyrus --[has_tags]--> mark duplass
Path (Raw):       Jeff, Who Lives at Home --[has_tags]--> mark duplass --[(INV) has_tags]--> Cyrus --[has_tags]--> mark duplass
Neg LogProb(↓):   0.000457
Path Entropy(↓):  0.004087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by les cousins screenwriters
Start Entity:     Les Cousins
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Les Cousins --[written_by]--> Claude Chabrol --[(INV) written_by]--> Madame Bovary --[in_language]--> French
Path (Raw):       Les Cousins --[written_by]--> Claude Chabrol --[(INV) written_by]--> Madame Bovary --[in_language]--> French
Neg LogProb(↓):   0.402304
Path Entropy(↓):  1.187425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of sunrise at campobello
Start Entity:     Sunrise at Campobello
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sunrise at Campobello --[directed_by]--> Vincent J. Donehue --[(INV) directed_by]--> Lonelyhearts --[has_genre]--> Drama
Path (Raw):       Sunrise at Campobello --[directed_by]--> Vincent J. Donehue --[(INV) directed_by]--> Lonelyhearts --[has_genre]--> Drama
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the stendhal syndrome
Start Entity:     The Stendhal Syndrome
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   The Stendhal Syndrome --[starred_actors]--> Asia Argento --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       The Stendhal Syndrome --[starred_actors]--> Asia Argento --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.117867
Path Entropy(↓):  0.394619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of along came polly
Start Entity:     Along Came Polly
Gold Answer:      [['I Love You, Man', 'Safe Men']]
Predicted Ans:    Along Came Polly
Predicted Path:   Along Came Polly --[directed_by]--> John Hamburg --[(INV) directed_by]--> Along Came Polly
Path (Raw):       Along Came Polly --[directed_by]--> John Hamburg --[(INV) directed_by]--> Along Came Polly --[No Operation]--> Along Came Polly
Neg LogProb(↓):   0.043217
Path Entropy(↓):  0.194796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in charade
Start Entity:     Charade
Gold Answer:      [['James Coburn', 'Audrey Hepburn', 'Cary Grant', 'Walter Matthau']]
Predicted Ans:    Walter Matthau
Predicted Path:   Charade --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> First Monday in October --[starred_actors]--> Walter Matthau
Path (Raw):       Charade --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> First Monday in October --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.824301
Path Entropy(↓):  1.307436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the love letter also appears in which movies
Start Entity:     The Love Letter
Gold Answer:      [['Singles', 'Roger Dodger', 'A Thousand Acres', 'Buried Alive', 'Dolores Claiborne', 'Eyes of a Stranger', 'The Machinist', 'Rush', 'SpaceCamp', 'Mrs. Parker and the Vicious Circle', 'Heart of Midnight', 'The Alarmist', 'Dying Young', 'The Quick and the Dead', 'In the Cut', 'Duma', 'Longtime Companion', 'The Hudsucker Proxy', 'Fast Times at Ridgemont High', 'The Spanish Prisoner', 'Kansas City', 'Georgia', 'The Hitcher', 'Spring Forward', 'The Locusts', 'The Anniversary Party', 'Black Rain', 'Single White Female']]
Predicted Ans:    In the Cut
Predicted Path:   The Love Letter --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut
Path (Raw):       The Love Letter --[starred_actors]--> Jennifer Jason Leigh --[No Operation]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut
Neg LogProb(↓):   0.497019
Path Entropy(↓):  1.420842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor kristen connolly appeared in the same movie with who
Start Entity:     Kristen Connolly
Gold Answer:      [['Anna Hutchison', 'Fran Kranz', 'Chris Hemsworth']]
Predicted Ans:    Chris Hemsworth
Predicted Path:   Kristen Connolly --[(INV) starred_actors]--> The Cabin in the Woods --[starred_actors]--> Chris Hemsworth
Path (Raw):       Kristen Connolly --[No Operation]--> Kristen Connolly --[(INV) starred_actors]--> The Cabin in the Woods --[starred_actors]--> Chris Hemsworth
Neg LogProb(↓):   0.003534
Path Entropy(↓):  0.025462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film jakob the liar
Start Entity:     Jakob the Liar
Gold Answer:      [['Roger Donaldson', 'Les Mayfield', 'Paul Mazursky', 'John Musker', 'Mike Nichols', 'Ron Clements', 'Ivan Reitman', 'Arie Posin', 'Barry Levinson', 'Robert Altman', 'Phil Alden Robinson', 'Bill Forsyth', 'Mark Mylod', 'Tom Shadyac', 'Penny Marshall', 'David Duchovny', 'Mark Romanek', 'Bobcat Goldthwait', 'Roger Spottiswoode', 'Barry Sonnenfeld', 'Roger Christian', 'Gus Van Sant', 'Omar Naim', 'Francis Ford Coppola', 'George Roy Hill', 'Peter Weir', 'Danny DeVito', 'Walt Becker', 'Joe Johnston', 'Steven Spielberg', 'Harold Ramis', 'Fielder Cook', 'Ken Kwapis', 'Dirk Shafer', 'Chris Columbus', 'Vincent Ward', 'Michael Ritchie']]
Predicted Ans:    Roger Spottiswoode
Predicted Path:   Jakob the Liar --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> The Best of Times --[directed_by]--> Roger Spottiswoode
Path (Raw):       Jakob the Liar --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> The Best of Times --[directed_by]--> Roger Spottiswoode
Neg LogProb(↓):   1.649180
Path Entropy(↓):  2.060923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with repast were released in which years
Start Entity:     Repast
Gold Answer:      [['1954', '1955']]
Predicted Ans:    1955
Predicted Path:   Repast --[written_by]--> Fumiko Hayashi --[(INV) written_by]--> Floating Clouds --[release_year]--> 1955
Path (Raw):       Repast --[written_by]--> Fumiko Hayashi --[(INV) written_by]--> Floating Clouds --[release_year]--> 1955
Neg LogProb(↓):   0.236507
Path Entropy(↓):  0.516539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the girl who kicked the hornets'nest were in which genres
Start Entity:     The Girl Who Kicked the Hornets' Nest
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl Who Kicked the Hornets' Nest --[has_genre]--> Drama
Path (Raw):       The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl Who Kicked the Hornets' Nest --[has_genre]--> Drama
Neg LogProb(↓):   1.161267
Path Entropy(↓):  1.662397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie date movie
Start Entity:     Date Movie
Gold Answer:      [['Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Jason Friedberg
Predicted Path:   Date Movie --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Disaster Movie --[written_by]--> Jason Friedberg
Path (Raw):       Date Movie --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Disaster Movie --[written_by]--> Jason Friedberg
Neg LogProb(↓):   0.584167
Path Entropy(↓):  0.750559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of philippe muyl written films
Start Entity:     Philippe Muyl
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Philippe Muyl --[(INV) written_by]--> The Butterfly --[release_year]--> 2002
Path (Raw):       Philippe Muyl --[No Operation]--> Philippe Muyl --[(INV) written_by]--> The Butterfly --[release_year]--> 2002
Neg LogProb(↓):   0.001028
Path Entropy(↓):  0.008099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of she done him wrong
Start Entity:     She Done Him Wrong
Gold Answer:      [['To Catch a Thief', 'In Name Only', 'Operation Petticoat', 'Islands in the Stream', 'Every Girl Should Be Married', 'The Miracle of Our Lady of Fatima', 'Wings in the Dark', 'Kiss and Make-Up', 'Big Brown Eyes', 'Destination Tokyo', 'Bringing Up Baby', 'Notorious', 'An Affair to Remember', 'The Toast of New York', 'Sextette', 'Suspicion', 'North by Northwest', 'My Little Chickadee', 'The Howards of Virginia', 'Myra Breckinridge', 'Arsenic and Old Lace', 'Monkey Business', 'The Bachelor and the Bobby-Soxer', 'The Eagle and the Hawk', 'Mr. Blandings Builds His Dream House', 'Once Upon a Honeymoon', 'Crisis', "I'm No Angel", 'Suzy', 'Room for One More', 'Hot Saturday', 'People Will Talk', 'His Girl Friday', 'The Pride and the Passion', "The Bishop's Wife", 'That Touch of Mink', 'Gunga Din', 'Dream Wife', 'Holiday', 'Father Goose', 'Only Angels Have Wings', 'Mr. Lucky', 'Kiss Them for Me', 'Indiscreet', 'The Talk of the Town', 'The Philadelphia Story', 'Belle of the Nineties', 'Born to Be Bad', 'Houseboat', 'Night and Day', 'Blonde Venus', 'Sylvia Scarlett', "The Heat's On", 'The Plastic Age', 'Topper', 'The Awful Truth', 'Penny Serenade', 'Charade', 'My Favorite Wife', 'I Was a Male War Bride', 'The Grass Is Greener']]
Predicted Ans:    An Affair to Remember
Predicted Path:   She Done Him Wrong --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember
Path (Raw):       She Done Him Wrong --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember
Neg LogProb(↓):   1.100609
Path Entropy(↓):  2.078326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in pete'n'tillie also appears in which movies
Start Entity:     Pete 'n' Tillie
Gold Answer:      [['Out to Sea', 'Buddy Buddy', 'Lonely Are the Brave', 'Plaza Suite', 'Hopscotch', "I'm Not Rappaport", 'Onionhead', 'Bigger Than Life', 'The Sunshine Boys', 'Grumpy Old Men', 'Annie', 'A Face in the Crowd', 'A New Leaf', 'A Guide for the Married Man', 'I.Q.', 'The Laughing Policeman', 'First Monday in October', 'The Four Seasons', 'Dennis the Menace', 'The Fortune Cookie', 'King Creole', 'The Front Page', 'The Taking of Pelham One Two Three', 'The Grass Harp', 'The Survivors', 'Mirage', 'The Bad News Bears', 'The Odd Couple', 'The Odd Couple II', 'Grumpier Old Men', 'Hello, Dolly!', 'Cactus Flower', 'Charley Varrick', 'Hanging Up', 'The Couch Trip', 'Charade', 'Kotch', 'A Wedding', 'Little Miss Marker', 'The Incident']]
Predicted Ans:    Cactus Flower
Predicted Path:   Pete 'n' Tillie --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower
Path (Raw):       Pete 'n' Tillie --[starred_actors]--> Walter Matthau --[No Operation]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower
Neg LogProb(↓):   0.261529
Path Entropy(↓):  1.088617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie love me no more were in which languages
Start Entity:     Love Me No More
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Love Me No More --[directed_by]--> Jean Becker --[(INV) directed_by]--> Love Me No More --[in_language]--> French
Path (Raw):       Love Me No More --[directed_by]--> Jean Becker --[(INV) directed_by]--> Love Me No More --[in_language]--> French
Neg LogProb(↓):   0.161953
Path Entropy(↓):  0.500261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie delhi - 6
Start Entity:     Delhi-6
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Delhi-6 --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Delhi-6 --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.365314
Path Entropy(↓):  4.814840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by chris bohjalian release
Start Entity:     Chris Bohjalian
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Chris Bohjalian --[(INV) written_by]--> Secrets of Eden --[release_year]--> 2012
Path (Raw):       Chris Bohjalian --[No Operation]--> Chris Bohjalian --[(INV) written_by]--> Secrets of Eden --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed on our merry way
Start Entity:     On Our Merry Way
Gold Answer:      [['1980', '1970', '1946', '1959', '1936', '1985', '1967', '1935', '1979', '1941', '1984', '1963', '1939', '1957', '1951', '2010', '1928', '1982', '1953', '2014', '1932', '1956', '1931', '1943', '1948', '1972', '1942', '1938', '1940', '1937', '1961', '1934', '1964', '1949', '1975', '1966', '1950', '1960', '2005', '1952', '1965', '1987', '1924', '1958']]
Predicted Ans:    1951
Predicted Path:   On Our Merry Way --[directed_by]--> John Huston --[(INV) directed_by]--> The African Queen --[release_year]--> 1951
Path (Raw):       On Our Merry Way --[directed_by]--> John Huston --[(INV) directed_by]--> The African Queen --[release_year]--> 1951
Neg LogProb(↓):   1.494139
Path Entropy(↓):  2.555519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film i walk the line
Start Entity:     I Walk the Line
Gold Answer:      [['Madison Jones']]
Predicted Ans:    Madison Jones
Predicted Path:   I Walk the Line --[written_by]--> Madison Jones --[(INV) written_by]--> I Walk the Line --[written_by]--> Madison Jones
Path (Raw):       I Walk the Line --[written_by]--> Madison Jones --[(INV) written_by]--> I Walk the Line --[written_by]--> Madison Jones
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000501
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in which way is up?
Start Entity:     Which Way Is Up?
Gold Answer:      [['Richard Lester', 'Richard Pryor', 'Eddie Murphy', 'Walter Hill', 'Sidney Poitier', 'Michael Apted', 'Richard Donner', 'Sidney J. Furie', 'Michael Pressman', 'Paul Schrader', 'Francis Veber', 'Arthur Hiller']]
Predicted Ans:    Comedy
Predicted Path:   Which Way Is Up? --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Path (Raw):       Which Way Is Up? --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Neg LogProb(↓):   0.920922
Path Entropy(↓):  1.547316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote the two faces of january
Start Entity:     The Two Faces of January
Gold Answer:      [['Farley Granger', 'Albert Brooks', 'Leo G. Carroll', 'Karl Pruner', 'Dennis Hopper', 'Carey Mulligan', 'Charlize Theron', 'Ray Winstone', 'Linus Roache', 'Robert Walker', 'Barry Pepper', 'John Malkovich', 'Ruth Roman', 'Julia Stiles', 'Alain Delon', 'Matt Damon', 'Gwyneth Paltrow', 'Cate Blanchett', 'Chris Hemsworth', 'Jude Law', 'Kristen Stewart', 'Sam Claflin', 'Paddy Considine', 'Ryan Gosling', 'Bryan Cranston', 'Bruno Ganz', 'Helena Bonham Carter']]
Predicted Ans:    Bruno Ganz
Predicted Path:   The Two Faces of January --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The American Friend --[starred_actors]--> Bruno Ganz
Path (Raw):       The Two Faces of January --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The American Friend --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   0.039393
Path Entropy(↓):  0.218524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of hank nelken written films
Start Entity:     Hank Nelken
Gold Answer:      [['Steve Carr']]
Predicted Ans:    Steve Carr
Predicted Path:   Hank Nelken --[(INV) written_by]--> Are We Done Yet? --[directed_by]--> Steve Carr
Path (Raw):       Hank Nelken --[No Operation]--> Hank Nelken --[(INV) written_by]--> Are We Done Yet? --[directed_by]--> Steve Carr
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of la vie en rose
Start Entity:     La Vie en Rose
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   La Vie en Rose --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[in_language]--> French
Path (Raw):       La Vie en Rose --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[in_language]--> French
Neg LogProb(↓):   0.000608
Path Entropy(↓):  0.005478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by olivier assayas
Start Entity:     Olivier Assayas
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    French
Predicted Path:   Olivier Assayas --[(INV) directed_by]--> Something in the Air --[in_language]--> French
Path (Raw):       Olivier Assayas --[No Operation]--> Olivier Assayas --[(INV) directed_by]--> Something in the Air --[in_language]--> French
Neg LogProb(↓):   0.435298
Path Entropy(↓):  0.958790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by prince
Start Entity:     Prince
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Prince --[(INV) starred_actors]--> Under the Cherry Moon --[in_language]--> French
Path (Raw):       Prince --[No Operation]--> Prince --[(INV) starred_actors]--> Under the Cherry Moon --[in_language]--> French
Neg LogProb(↓):   0.014379
Path Entropy(↓):  0.074839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with louis l'amour
Start Entity:     Louis L'Amour
Gold Answer:      [['Simon Moore']]
Predicted Ans:    Louis L'Amour
Predicted Path:   Louis L'Amour --[(INV) written_by]--> Hondo --[written_by]--> Louis L'Amour
Path (Raw):       Louis L'Amour --[No Operation]--> Louis L'Amour --[(INV) written_by]--> Hondo --[written_by]--> Louis L'Amour
Neg LogProb(↓):   0.375440
Path Entropy(↓):  0.835176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same director of the devil to pay!
Start Entity:     The Devil to Pay!
Gold Answer:      [['The Son of the Sheik', "The Emperor's Candlesticks", 'The Last of Mrs. Cheyney', 'Suzy']]
Predicted Ans:    Suzy
Predicted Path:   The Devil to Pay! --[directed_by]--> George Fitzmaurice --[(INV) directed_by]--> Suzy
Path (Raw):       The Devil to Pay! --[No Operation]--> The Devil to Pay! --[directed_by]--> George Fitzmaurice --[(INV) directed_by]--> Suzy
Neg LogProb(↓):   0.265738
Path Entropy(↓):  0.696733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film naan kadavul released
Start Entity:     Naan Kadavul
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Naan Kadavul --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Naan Kadavul --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.480325
Path Entropy(↓):  4.749499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter kamir ainouz co - wrote movies with who
Start Entity:     Kamir Aïnouz
Gold Answer:      [['Joe Swanberg', 'Lisa Azuelos']]
Predicted Ans:    Kamir Aïnouz
Predicted Path:   Kamir Aïnouz --[(INV) written_by]--> LOL --[written_by]--> Kamir Aïnouz
Path (Raw):       Kamir Aïnouz --[No Operation]--> Kamir Aïnouz --[(INV) written_by]--> LOL --[written_by]--> Kamir Aïnouz
Neg LogProb(↓):   0.590505
Path Entropy(↓):  0.694912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the language spoken in insomnia
Start Entity:     Insomnia
Gold Answer:      [['Norwegian']]
Predicted Ans:    English
Predicted Path:   Insomnia --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Path (Raw):       Insomnia --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Neg LogProb(↓):   1.768421
Path Entropy(↓):  3.100026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films directed by the director of she's the man
Start Entity:     She's the Man
Gold Answer:      [['Sport', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   She's the Man --[directed_by]--> Andy Fickman --[(INV) directed_by]--> Who's Your Daddy? --[has_genre]--> Comedy
Path (Raw):       She's the Man --[directed_by]--> Andy Fickman --[(INV) directed_by]--> Who's Your Daddy? --[has_genre]--> Comedy
Neg LogProb(↓):   0.638084
Path Entropy(↓):  0.758423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by rene clair
Start Entity:     René Clair
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   René Clair --[(INV) directed_by]--> Entr'acte --[in_language]--> French
Path (Raw):       René Clair --[No Operation]--> René Clair --[(INV) directed_by]--> Entr'acte --[in_language]--> French
Neg LogProb(↓):   0.035580
Path Entropy(↓):  0.164253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of gunfighters
Start Entity:     Gunfighters
Gold Answer:      [['John Wayne', 'Ward Bond', 'Claude Rains', 'Ralph Bellamy', 'Patricia Neal']]
Predicted Ans:    Randolph Scott
Predicted Path:   Gunfighters --[directed_by]--> George Waggner --[(INV) directed_by]--> Gunfighters --[starred_actors]--> Randolph Scott
Path (Raw):       Gunfighters --[directed_by]--> George Waggner --[(INV) directed_by]--> Gunfighters --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.225896
Path Entropy(↓):  0.525655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie havoc
Start Entity:     Havoc
Gold Answer:      [['2008', '1993', '2006', '1985', '1935', '1984', '2007', '1998', '2009', '1933', '1951', '2010', '2004', '1995', '2001', '1989', '2002', '2012', '2011', '1934', '2000', '2005', '1991', '1999', '1987', '1986', '1958']]
Predicted Ans:    1985
Predicted Path:   Havoc --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[release_year]--> 1985
Path (Raw):       Havoc --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[release_year]--> 1985
Neg LogProb(↓):   1.767291
Path Entropy(↓):  2.908668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does elf fall under
Start Entity:     Elf
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Elf --[has_genre]--> Comedy --[(INV) has_genre]--> Wedding Daze --[has_genre]--> Comedy
Path (Raw):       Elf --[has_genre]--> Comedy --[(INV) has_genre]--> Wedding Daze --[has_genre]--> Comedy
Neg LogProb(↓):   3.166165
Path Entropy(↓):  4.144288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does ron starr star in
Start Entity:     Ron Starr
Gold Answer:      [['Ride the High Country']]
Predicted Ans:    Ride the High Country
Predicted Path:   Ron Starr --[(INV) starred_actors]--> Ride the High Country --[starred_actors]--> Ron Starr --[(INV) starred_actors]--> Ride the High Country
Path (Raw):       Ron Starr --[(INV) starred_actors]--> Ride the High Country --[starred_actors]--> Ron Starr --[(INV) starred_actors]--> Ride the High Country
Neg LogProb(↓):   0.505940
Path Entropy(↓):  0.673286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the new land
Start Entity:     The New Land
Gold Answer:      [['Eddie Axberg', 'Max von Sydow', 'Liv Ullmann']]
Predicted Ans:    Max von Sydow
Predicted Path:   The New Land --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf --[starred_actors]--> Max von Sydow
Path (Raw):       The New Land --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.126823
Path Entropy(↓):  0.379015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie black cadillac starred who
Start Entity:     Black Cadillac
Gold Answer:      [['Shane Johnson', 'Josh Hammond', 'Randy Quaid', 'Jason Dohring']]
Predicted Ans:    Shane Johnson
Predicted Path:   Black Cadillac --[starred_actors]--> Shane Johnson --[(INV) starred_actors]--> Black Cadillac --[starred_actors]--> Shane Johnson
Path (Raw):       Black Cadillac --[starred_actors]--> Shane Johnson --[(INV) starred_actors]--> Black Cadillac --[starred_actors]--> Shane Johnson
Neg LogProb(↓):   0.005253
Path Entropy(↓):  0.039800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by jacqueline scott
Start Entity:     Jacqueline Scott
Gold Answer:      [['William Castle']]
Predicted Ans:    William Castle
Predicted Path:   Jacqueline Scott --[(INV) starred_actors]--> Macabre --[directed_by]--> William Castle
Path (Raw):       Jacqueline Scott --[No Operation]--> Jacqueline Scott --[(INV) starred_actors]--> Macabre --[directed_by]--> William Castle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in kuffs
Start Entity:     Kuffs
Gold Answer:      [['2008', '2003', '1993', '2006', '2007', '1998', '1939', '2009', '2010', '1982', '1973', '2014', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1988', '2000', '1997', '1950', '2005', '1991', '1986']]
Predicted Ans:    2006
Predicted Path:   Kuffs --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[release_year]--> 2006
Path (Raw):       Kuffs --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[release_year]--> 2006
Neg LogProb(↓):   1.147620
Path Entropy(↓):  2.024168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by miranda richardson
Start Entity:     miranda richardson
Gold Answer:      [['The Prince and Me', 'The Young Victoria']]
Predicted Ans:    The Young Victoria
Predicted Path:   miranda richardson --[(INV) has_tags]--> The Young Victoria --[has_tags]--> miranda richardson --[(INV) has_tags]--> The Young Victoria
Path (Raw):       miranda richardson --[(INV) has_tags]--> The Young Victoria --[has_tags]--> miranda richardson --[(INV) has_tags]--> The Young Victoria
Neg LogProb(↓):   0.003061
Path Entropy(↓):  0.021932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in moulin rouge!
Start Entity:     Moulin Rouge!
Gold Answer:      [['French', 'English', 'Danish', 'Russian']]
Predicted Ans:    English
Predicted Path:   Moulin Rouge! --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[in_language]--> English
Path (Raw):       Moulin Rouge! --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[in_language]--> English
Neg LogProb(↓):   0.478556
Path Entropy(↓):  0.876257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about michael haneke
Start Entity:     michael haneke
Gold Answer:      [['Amour', 'The Piano Teacher', 'Funny Games', '71 Fragments of a Chronology of Chance', 'Time of the Wolf', 'The Seventh Continent', "Benny's Video", 'The White Ribbon', 'Code Unknown']]
Predicted Ans:    Time of the Wolf
Predicted Path:   michael haneke --[(INV) has_tags]--> Time of the Wolf --[has_tags]--> michael haneke --[(INV) has_tags]--> Time of the Wolf
Path (Raw):       michael haneke --[(INV) has_tags]--> Time of the Wolf --[has_tags]--> michael haneke --[(INV) has_tags]--> Time of the Wolf
Neg LogProb(↓):   0.452204
Path Entropy(↓):  1.446378
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the private life of sherlock holmes
Start Entity:     The Private Life of Sherlock Holmes
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The Private Life of Sherlock Holmes --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Path (Raw):       The Private Life of Sherlock Holmes --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Neg LogProb(↓):   0.295947
Path Entropy(↓):  0.846906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film the five - year engagement
Start Entity:     The Five-Year Engagement
Gold Answer:      [['emily blunt', 'nicholas stoller']]
Predicted Ans:    russell brand
Predicted Path:   The Five-Year Engagement --[has_tags]--> nicholas stoller --[(INV) has_tags]--> Get Him to the Greek --[has_tags]--> russell brand
Path (Raw):       The Five-Year Engagement --[has_tags]--> nicholas stoller --[(INV) has_tags]--> Get Him to the Greek --[has_tags]--> russell brand
Neg LogProb(↓):   0.028976
Path Entropy(↓):  0.141381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was lisa cholodenko a writer on
Start Entity:     Lisa Cholodenko
Gold Answer:      [['High Art', 'Laurel Canyon', 'The Kids Are All Right']]
Predicted Ans:    Laurel Canyon
Predicted Path:   Lisa Cholodenko --[(INV) written_by]--> Laurel Canyon --[written_by]--> Lisa Cholodenko --[(INV) written_by]--> Laurel Canyon
Path (Raw):       Lisa Cholodenko --[(INV) written_by]--> Laurel Canyon --[written_by]--> Lisa Cholodenko --[(INV) written_by]--> Laurel Canyon
Neg LogProb(↓):   0.972897
Path Entropy(↓):  1.904098
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by lee mortimer
Start Entity:     Lee Mortimer
Gold Answer:      [['New York Confidential']]
Predicted Ans:    New York Confidential
Predicted Path:   Lee Mortimer --[(INV) written_by]--> New York Confidential --[written_by]--> Jack Lait --[(INV) written_by]--> New York Confidential
Path (Raw):       Lee Mortimer --[(INV) written_by]--> New York Confidential --[written_by]--> Jack Lait --[(INV) written_by]--> New York Confidential
Neg LogProb(↓):   0.446418
Path Entropy(↓):  0.889317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film mysterious mr. moto
Start Entity:     Mysterious Mr. Moto
Gold Answer:      [['1946', '1954', '1944', '1936', '1916', '2006', '1935', '1941', '1963', '1957', '1951', '1982', '1947', '1956', '1931', '1943', '1983', '1995', '2001', '1942', '1940', '1938', '2002', '2012', '1961', '1962', '1934', '1997', '1950', '1937']]
Predicted Ans:    1962
Predicted Path:   Mysterious Mr. Moto --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Tales of Terror --[release_year]--> 1962
Path (Raw):       Mysterious Mr. Moto --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Tales of Terror --[release_year]--> 1962
Neg LogProb(↓):   1.504606
Path Entropy(↓):  1.983642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by gabrielle writers release
Start Entity:     Gabrielle
Gold Answer:      [['1998', '2001', '2003', '1951', '1936', '1996', '1965', '2014', '1977']]
Predicted Ans:    1998
Predicted Path:   Gabrielle --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Those Who Love Me Can Take the Train --[release_year]--> 1998
Path (Raw):       Gabrielle --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Those Who Love Me Can Take the Train --[release_year]--> 1998
Neg LogProb(↓):   1.061267
Path Entropy(↓):  1.340427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of stone of destiny
Start Entity:     Stone of Destiny
Gold Answer:      [['Barry Pepper', 'Charles Martin Smith', 'Kris Kristofferson', 'Harry Connick Jr.', 'Ashley Judd', 'Morgan Freeman', 'Annabella Piugattuk', 'Brian Dennehy', 'Zachary Ittimangnaq']]
Predicted Ans:    Brian Dennehy
Predicted Path:   Stone of Destiny --[written_by]--> Charles Martin Smith --[(INV) written_by]--> Never Cry Wolf --[starred_actors]--> Brian Dennehy
Path (Raw):       Stone of Destiny --[written_by]--> Charles Martin Smith --[(INV) written_by]--> Never Cry Wolf --[starred_actors]--> Brian Dennehy
Neg LogProb(↓):   0.219917
Path Entropy(↓):  0.565097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by enzo barboni
Start Entity:     Enzo Barboni
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Enzo Barboni --[(INV) written_by]--> Man of the East --[in_language]--> Italian
Path (Raw):       Enzo Barboni --[No Operation]--> Enzo Barboni --[(INV) written_by]--> Man of the East --[in_language]--> Italian
Neg LogProb(↓):   0.000162
Path Entropy(↓):  0.001576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with divorce american style
Start Entity:     Divorce American Style
Gold Answer:      [['Come Blow Your Horn', "The Night They Raided Minsky's", 'Cold Turkey', 'Love at First Bite', 'Harry and Walter Go to New York']]
Predicted Ans:    Divorce American Style
Predicted Path:   Divorce American Style --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style
Path (Raw):       Divorce American Style --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style --[No Operation]--> Divorce American Style
Neg LogProb(↓):   0.029013
Path Entropy(↓):  0.144611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors of the screenwriter bima stagg
Start Entity:     Bima Stagg
Gold Answer:      [['Alysson Paradis']]
Predicted Ans:    Alysson Paradis
Predicted Path:   Bima Stagg --[(INV) written_by]--> Inside --[starred_actors]--> Alysson Paradis
Path (Raw):       Bima Stagg --[No Operation]--> Bima Stagg --[(INV) written_by]--> Inside --[starred_actors]--> Alysson Paradis
Neg LogProb(↓):   0.000094
Path Entropy(↓):  0.001036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of before sunrise also starred in which films
Start Entity:     Before Sunrise
Gold Answer:      [['Explorers', 'Broken Flowers', 'Gattaca', "What Doesn't Kill You", 'Great Expectations', 'The Purge', 'The Countess', 'White Fang', 'Tape', 'The Air I Breathe', 'The Passion of Ayn Rand', "Before the Devil Knows You're Dead", 'Assault on Precinct 13', 'Killing Zoe', 'The Jimmy Show', 'The Newton Boys', 'Guilty Hearts', 'Reality Bites', 'Hamlet', 'Mystery Date', 'Voyager', 'An American Werewolf in Paris', 'Getaway', 'Before Sunset', 'Taking Lives', "Brooklyn's Finest", 'Alive', 'A Midnight Clear', '2 Days in New York', 'The Woman in the Fifth', 'Sinister', 'Before Midnight', 'Training Day', 'Predestination', '2 Days in Paris']]
Predicted Ans:    The Air I Breathe
Predicted Path:   Before Sunrise --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> The Air I Breathe
Path (Raw):       Before Sunrise --[starred_actors]--> Julie Delpy --[No Operation]--> Julie Delpy --[(INV) starred_actors]--> The Air I Breathe
Neg LogProb(↓):   1.252054
Path Entropy(↓):  2.005079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of sarah kazemy starred movies
Start Entity:     Sarah Kazemy
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Sarah Kazemy --[(INV) starred_actors]--> Circumstance --[release_year]--> 2011
Path (Raw):       Sarah Kazemy --[No Operation]--> Sarah Kazemy --[(INV) starred_actors]--> Circumstance --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed beverly hills cop ii
Start Entity:     Beverly Hills Cop II
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Beverly Hills Cop II --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[has_genre]--> Action
Path (Raw):       Beverly Hills Cop II --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[has_genre]--> Action
Neg LogProb(↓):   0.121745
Path Entropy(↓):  0.403030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe head
Start Entity:     Head
Gold Answer:      [['bob rafelson']]
Predicted Ans:    bob rafelson
Predicted Path:   Head --[has_tags]--> bob rafelson --[(INV) has_tags]--> Head --[has_tags]--> bob rafelson
Path (Raw):       Head --[has_tags]--> bob rafelson --[(INV) has_tags]--> Head --[has_tags]--> bob rafelson
Neg LogProb(↓):   0.008572
Path Entropy(↓):  0.053917
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jeremy sisto acted together with who
Start Entity:     Jeremy Sisto
Gold Answer:      [['Donald Sutherland', 'Emmanuelle Chriqui', 'Jennifer Lopez', 'Anna Faris', 'Alicia Silverstone', 'Monica Potter', 'Angela Bettis', 'Desmond Harrington', 'Christine Lahti', 'Jeff Goldblum', 'Eliza Dushku', 'Billy Crudup', 'Jim Caviezel', 'James Duval']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Jeremy Sisto --[(INV) starred_actors]--> Without Limits --[starred_actors]--> Donald Sutherland
Path (Raw):       Jeremy Sisto --[No Operation]--> Jeremy Sisto --[(INV) starred_actors]--> Without Limits --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.852160
Path Entropy(↓):  1.503754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the january man actors
Start Entity:     The January Man
Gold Answer:      [['French', 'English', 'Polish', 'German']]
Predicted Ans:    Polish
Predicted Path:   The January Man --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> Sophie's Choice --[in_language]--> Polish
Path (Raw):       The January Man --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> Sophie's Choice --[in_language]--> Polish
Neg LogProb(↓):   0.528525
Path Entropy(↓):  1.136931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by peter barnes
Start Entity:     Peter Barnes
Gold Answer:      [['Arthur Lowe', 'William Mervyn', 'Harry Andrews']]
Predicted Ans:    Arthur Lowe
Predicted Path:   Peter Barnes --[(INV) written_by]--> The Ruling Class --[starred_actors]--> Arthur Lowe
Path (Raw):       Peter Barnes --[No Operation]--> Peter Barnes --[(INV) written_by]--> The Ruling Class --[starred_actors]--> Arthur Lowe
Neg LogProb(↓):   0.019931
Path Entropy(↓):  0.099217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by caroline tillette were released in which years
Start Entity:     Caroline Tillette
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Caroline Tillette --[(INV) starred_actors]--> Interview with a Hitman --[release_year]--> 2012
Path (Raw):       Caroline Tillette --[No Operation]--> Caroline Tillette --[(INV) starred_actors]--> Interview with a Hitman --[release_year]--> 2012
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter chester gould wrote films together with who
Start Entity:     Chester Gould
Gold Answer:      [['Jim Cash']]
Predicted Ans:    Jim Cash
Predicted Path:   Chester Gould --[(INV) written_by]--> Dick Tracy --[written_by]--> Jim Cash
Path (Raw):       Chester Gould --[No Operation]--> Chester Gould --[(INV) written_by]--> Dick Tracy --[written_by]--> Jim Cash
Neg LogProb(↓):   0.406420
Path Entropy(↓):  0.638366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film monte carlo
Start Entity:     Monte Carlo
Gold Answer:      [['Frank Peretti', 'Guy Bolton', 'Susanna Fogel', 'Joni Lefkowitz', 'Eric Heisserer', 'Dorothy Parker', 'Alan Campbell', 'Waldemar Young', 'Samuel Hoffenstein', 'Wes Craven', 'Lothar Schmidt', 'Paul Armont', 'Shana Feste', 'Léopold Marchand', 'Samson Raphaelson', 'Ernest Vajda', 'Sean Finegan', 'Gregg Maxwell Parker', 'Henry Pincus', 'Jules Chancel', 'Leon Xanrof', 'Wesley Strick', 'Donald Everett Axinn', 'Albert Hackett', 'Frances Goodrich', 'David Belasco', 'Harmony Korine', 'Glen Morgan', 'Roy Moore', 'Tim Garrick', 'Ric Browde', 'George Marion Jr.', 'Viktor Léon', 'Leo Stein', 'John Lee Mahin', 'Rida Johnson Young']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   Monte Carlo --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> One Hour with You --[written_by]--> Samson Raphaelson
Path (Raw):       Monte Carlo --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> One Hour with You --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   0.339448
Path Entropy(↓):  1.119351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by ira sachs
Start Entity:     Ira Sachs
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Ira Sachs --[(INV) directed_by]--> Keep the Lights On --[has_genre]--> Drama
Path (Raw):       Ira Sachs --[No Operation]--> Ira Sachs --[(INV) directed_by]--> Keep the Lights On --[has_genre]--> Drama
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie z in a few words
Start Entity:     Z
Gold Answer:      [['thriller', 'political thriller', 'bd-r', 'greek', 'politics']]
Predicted Ans:    greek
Predicted Path:   Z --[has_tags]--> greek --[(INV) has_tags]--> Dogtooth --[has_tags]--> greek
Path (Raw):       Z --[has_tags]--> greek --[(INV) has_tags]--> Dogtooth --[has_tags]--> greek
Neg LogProb(↓):   0.130239
Path Entropy(↓):  0.374361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by earl baldwin
Start Entity:     Earl Baldwin
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Earl Baldwin --[(INV) written_by]--> Here Comes the Navy --[has_genre]--> Comedy
Path (Raw):       Earl Baldwin --[No Operation]--> Earl Baldwin --[(INV) written_by]--> Here Comes the Navy --[has_genre]--> Comedy
Neg LogProb(↓):   0.303520
Path Entropy(↓):  0.584895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by mink
Start Entity:     mink
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   mink --[(INV) directed_by]--> Into the Sun --[release_year]--> 2005
Path (Raw):       mink --[No Operation]--> mink --[(INV) directed_by]--> Into the Sun --[release_year]--> 2005
Neg LogProb(↓):   0.000143
Path Entropy(↓):  0.001405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by philippe de broca
Start Entity:     Philippe de Broca
Gold Answer:      [['Paul Féval']]
Predicted Ans:    Philippe de Broca
Predicted Path:   Philippe de Broca --[(INV) directed_by]--> On Guard --[written_by]--> Philippe de Broca
Path (Raw):       Philippe de Broca --[No Operation]--> Philippe de Broca --[(INV) directed_by]--> On Guard --[written_by]--> Philippe de Broca
Neg LogProb(↓):   0.130880
Path Entropy(↓):  0.476823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed you, the living
Start Entity:     You, the Living
Gold Answer:      [['1970', '2000', '2014', '1975']]
Predicted Ans:    2014
Predicted Path:   You, the Living --[directed_by]--> Roy Andersson --[(INV) directed_by]--> A Pigeon Sat on a Branch Reflecting on Existence --[release_year]--> 2014
Path (Raw):       You, the Living --[directed_by]--> Roy Andersson --[(INV) directed_by]--> A Pigeon Sat on a Branch Reflecting on Existence --[release_year]--> 2014
Neg LogProb(↓):   0.600466
Path Entropy(↓):  1.064525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of thumbsucker
Start Entity:     Thumbsucker
Gold Answer:      [['George Clooney']]
Predicted Ans:    Benjamin Bratt
Predicted Path:   Thumbsucker --[written_by]--> Mike Mills --[(INV) written_by]--> Thumbsucker --[starred_actors]--> Benjamin Bratt
Path (Raw):       Thumbsucker --[written_by]--> Mike Mills --[(INV) written_by]--> Thumbsucker --[starred_actors]--> Benjamin Bratt
Neg LogProb(↓):   0.048195
Path Entropy(↓):  0.203041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of the great lie starred who
Start Entity:     The Great Lie
Gold Answer:      [['John Garfield', 'Ava Gardner', 'Raymond Massey', 'Ruth Roman', 'Joan Crawford', 'Robert Mitchum', 'Joseph Cotten', 'Jackie Cooper', 'Fay Bainter', 'David Brian', 'Jack Palance', 'Van Heflin', 'Clark Gable', 'Bette Davis', 'Jeffrey Lynn', 'Claude Rains', 'Timothy Dalton', 'Bonita Granville']]
Predicted Ans:    Joan Crawford
Predicted Path:   The Great Lie --[written_by]--> Lenore J. Coffee --[(INV) written_by]--> Possessed --[starred_actors]--> Joan Crawford
Path (Raw):       The Great Lie --[written_by]--> Lenore J. Coffee --[(INV) written_by]--> Possessed --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   1.202559
Path Entropy(↓):  1.987940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the village of the damned director
Start Entity:     Village of the Damned
Gold Answer:      [['Norwegian']]
Predicted Ans:    Village of the Damned
Predicted Path:   Village of the Damned --[directed_by]--> Wolf Rilla --[(INV) directed_by]--> Village of the Damned
Path (Raw):       Village of the Damned --[directed_by]--> Wolf Rilla --[(INV) directed_by]--> Village of the Damned --[No Operation]--> Village of the Damned
Neg LogProb(↓):   1.063746
Path Entropy(↓):  1.142452
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of no strings attached
Start Entity:     No Strings Attached
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   No Strings Attached --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       No Strings Attached --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.370525
Path Entropy(↓):  4.515217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by hanne steen
Start Entity:     Hanne Steen
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Hanne Steen --[(INV) starred_actors]--> Dread --[release_year]--> 2009
Path (Raw):       Hanne Steen --[No Operation]--> Hanne Steen --[(INV) starred_actors]--> Dread --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with james lee
Start Entity:     James Lee
Gold Answer:      [['Eric Bercovici', 'S.S. Schweitzer', 'Bert Granet', 'Richard Morris', 'Dalton Trumbo']]
Predicted Ans:    James Lee
Predicted Path:   James Lee --[(INV) written_by]--> Career --[written_by]--> James Lee
Path (Raw):       James Lee --[No Operation]--> James Lee --[(INV) written_by]--> Career --[written_by]--> James Lee
Neg LogProb(↓):   0.644172
Path Entropy(↓):  0.865619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same actor of madea's big happy family
Start Entity:     Madea's Big Happy Family
Gold Answer:      [["Tyler Perry's A Madea Christmas", 'Alex Cross', 'Gone Girl', 'Why Did I Get Married Too?', 'Madea Goes to Jail', 'Why Did I Get Married?', "Madea's Witness Protection", 'Meet the Browns', "Madea's Family Reunion", 'I Can Do Bad All by Myself', 'Diary of a Mad Black Woman']]
Predicted Ans:    Madea Goes to Jail
Predicted Path:   Madea's Big Happy Family --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Madea Goes to Jail
Path (Raw):       Madea's Big Happy Family --[starred_actors]--> Tyler Perry --[No Operation]--> Tyler Perry --[(INV) starred_actors]--> Madea Goes to Jail
Neg LogProb(↓):   1.319643
Path Entropy(↓):  1.864725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of rocky iv
Start Entity:     Rocky IV
Gold Answer:      [['Cliffhanger', 'Cop Land', 'Get Carter', 'Prophecy', 'Capone', 'Bullet to the Head', 'Rocky', 'Windows', 'No Place to Hide', 'Back to School', "Lookin' to Get Out", 'Death Hunt', 'Rambo', 'Over the Top', 'Going Overboard', 'Rhinestone', 'Paradise Alley', 'The Expendables 3', 'Rocky II', 'Escape Plan', 'Predator', 'Rocky V', 'Demolition Man', 'Oscar', 'Blood Beach', 'Assassins', 'Convoy', 'Nighthawks', 'Kambakkht Ishq', 'Action Jackson', 'The Expendables', 'Driven', 'Avenging Angelo', 'Grudge Match', 'Lock Up', 'Cobra', 'The Expendables 2', 'First Blood', 'Rocky Balboa', 'Judge Dredd', 'Stop! Or My Mom Will Shoot', 'Rocky III', 'The Specialist', 'Death Race 2000', 'Daylight']]
Predicted Ans:    Rambo
Predicted Path:   Rocky IV --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Path (Raw):       Rocky IV --[No Operation]--> Rocky IV --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Neg LogProb(↓):   1.502221
Path Entropy(↓):  2.613062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor irene cara starred together with who
Start Entity:     Irene Cara
Gold Answer:      [['Carol Channing', 'Edward Asner', 'Dom DeLuise', 'Moses Gunn', 'Kevin Hooks']]
Predicted Ans:    Dom DeLuise
Predicted Path:   Irene Cara --[(INV) starred_actors]--> Happily Ever After --[starred_actors]--> Dom DeLuise
Path (Raw):       Irene Cara --[No Operation]--> Irene Cara --[(INV) starred_actors]--> Happily Ever After --[starred_actors]--> Dom DeLuise
Neg LogProb(↓):   0.213137
Path Entropy(↓):  0.560190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of rally'round the flag, boys! starred who
Start Entity:     Rally 'Round the Flag, Boys!
Gold Answer:      [['Bing Crosby', 'Garry Shandling', 'Walter Slezak', 'Cary Grant', 'Gary Cooper', 'Annette Bening', 'David Wayne', 'Ginger Rogers', 'Randolph Scott', 'Katharine Hepburn', 'Maria Ouspenskaya', 'William Holden', 'Celeste Holm', 'Warren Beatty', 'Debbie Reynolds', 'Ingrid Bergman', 'Robert Walker', 'France Nuyen', 'Barry Fitzgerald', 'Charles Boyer', 'Frank Sinatra', 'Merle Oberon', 'Irene Dunne', 'Clifton Webb', 'Deborah Kerr', 'Gail Patrick']]
Predicted Ans:    Cary Grant
Predicted Path:   Rally 'Round the Flag, Boys! --[written_by]--> Leo McCarey --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Path (Raw):       Rally 'Round the Flag, Boys! --[written_by]--> Leo McCarey --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.433463
Path Entropy(↓):  1.289028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film to have and have not
Start Entity:     To Have and Have Not
Gold Answer:      [['Ernest Hemingway']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   To Have and Have Not --[written_by]--> Ernest Hemingway --[(INV) written_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Path (Raw):       To Have and Have Not --[written_by]--> Ernest Hemingway --[(INV) written_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   0.151041
Path Entropy(↓):  0.582832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of marfa girl starred who
Start Entity:     Marfa Girl
Gold Answer:      [['Justin Pierce', 'Leo Fitzpatrick']]
Predicted Ans:    Justin Pierce
Predicted Path:   Marfa Girl --[written_by]--> Larry Clark --[(INV) written_by]--> Kids --[starred_actors]--> Justin Pierce
Path (Raw):       Marfa Girl --[written_by]--> Larry Clark --[(INV) written_by]--> Kids --[starred_actors]--> Justin Pierce
Neg LogProb(↓):   0.333854
Path Entropy(↓):  0.693801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the beachcomber written by
Start Entity:     The Beachcomber
Gold Answer:      [['W. Somerset Maugham']]
Predicted Ans:    W. Somerset Maugham
Predicted Path:   The Beachcomber --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> Of Human Bondage --[written_by]--> W. Somerset Maugham
Path (Raw):       The Beachcomber --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> Of Human Bondage --[written_by]--> W. Somerset Maugham
Neg LogProb(↓):   0.714784
Path Entropy(↓):  1.062444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film breaking the waves were released in which years
Start Entity:     Breaking the Waves
Gold Answer:      [['2000', '1997', '2005', '2004', '2006', '1999', '2002', '2011']]
Predicted Ans:    2004
Predicted Path:   Breaking the Waves --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[release_year]--> 2004
Path (Raw):       Breaking the Waves --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[release_year]--> 2004
Neg LogProb(↓):   1.005731
Path Entropy(↓):  1.388733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the wolf of wall street
Start Entity:     The Wolf of Wall Street
Gold Answer:      [['Tibetan', 'Irish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Wolf of Wall Street --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[in_language]--> Italian
Path (Raw):       The Wolf of Wall Street --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[in_language]--> Italian
Neg LogProb(↓):   0.043238
Path Entropy(↓):  0.179255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with ways to live forever in
Start Entity:     Ways to Live Forever
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Ways to Live Forever --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[in_language]--> English
Path (Raw):       Ways to Live Forever --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[in_language]--> English
Neg LogProb(↓):   0.012625
Path Entropy(↓):  0.080656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie alice in murderland
Start Entity:     Alice in Murderland
Gold Answer:      [['Dennis Devine']]
Predicted Ans:    Dennis Devine
Predicted Path:   Alice in Murderland --[written_by]--> Dennis Devine --[(INV) written_by]--> Alice in Murderland --[written_by]--> Dennis Devine
Path (Raw):       Alice in Murderland --[written_by]--> Dennis Devine --[(INV) written_by]--> Alice in Murderland --[written_by]--> Dennis Devine
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did wes craven write the story for
Start Entity:     Wes Craven
Gold Answer:      [['The People Under the Stairs', 'The Hills Have Eyes Part II', 'Shocker', "Paris, je t'aime", 'Pulse', 'The Hills Have Eyes', 'A Nightmare on Elm Street', 'Swamp Thing', 'Deadly Blessing', 'My Soul to Take', 'The Last House on the Left']]
Predicted Ans:    Shocker
Predicted Path:   Wes Craven --[(INV) written_by]--> My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Shocker
Path (Raw):       Wes Craven --[(INV) written_by]--> My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Shocker
Neg LogProb(↓):   1.731601
Path Entropy(↓):  2.690259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor natalie press is a co - star of who
Start Entity:     Natalie Press
Gold Answer:      [['Emily Blunt', 'Paddy Considine']]
Predicted Ans:    Emily Blunt
Predicted Path:   Natalie Press --[(INV) starred_actors]--> My Summer of Love --[starred_actors]--> Emily Blunt
Path (Raw):       Natalie Press --[No Operation]--> Natalie Press --[(INV) starred_actors]--> My Summer of Love --[starred_actors]--> Emily Blunt
Neg LogProb(↓):   0.224121
Path Entropy(↓):  0.525848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in seven men from now
Start Entity:     Seven Men from Now
Gold Answer:      [['Edward Dmytryk', 'Garson Kanin', 'William A. Seiter', 'Richard L. Bare', 'Fritz Lang', 'Irving Pichel', 'Michael Mann', 'Aleksandr Gordon', 'Marika Beiku', 'Stuart Rosenberg', 'George B. Seitz', 'George Waggner', 'Menahem Golan', 'Yves Boisset', 'Maurice Tourneur', 'Rouben Mamoulian', 'Irving Cummings', 'Michael Apted', 'Ray Enright', 'Frank Borzage', 'Andrei Tarkovsky', 'Walter Lang', 'Robert Aldrich', 'Elliot Silverstein', 'John Ford', 'John Boorman', 'Michael Curtiz', 'Henry King', 'Roy Huggins', 'Stanley Kramer', 'Budd Boetticher', 'Allan Dwan', 'James Edward Grant', 'Edward Ludwig', 'Samuel Fuller', 'Joshua Logan', 'Fred Cavayé', 'Joseph Losey', 'Don Siegel', 'Robert Siodmak', 'Edwin L. Marin', 'Charles Vidor', 'Robert Day', 'Richard Brooks', 'Joseph H. Lewis', 'Sam Peckinpah', 'Lewis Seiler', 'Rowland V. Lee', 'H. Bruce Humberstone', 'Clarence Brown', 'Mark Sandrich', 'Michael Ritchie']]
Predicted Ans:    Mark Sandrich
Predicted Path:   Seven Men from Now --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       Seven Men from Now --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   1.535981
Path Entropy(↓):  2.201553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of hall pass also wrote which films
Start Entity:     Hall Pass
Gold Answer:      [['Stolen Summer']]
Predicted Ans:    Hall Pass
Predicted Path:   Hall Pass --[written_by]--> Pete Jones --[(INV) written_by]--> Hall Pass
Path (Raw):       Hall Pass --[written_by]--> Pete Jones --[(INV) written_by]--> Hall Pass --[No Operation]--> Hall Pass
Neg LogProb(↓):   0.161339
Path Entropy(↓):  0.420970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of citizen ruth
Start Entity:     Citizen Ruth
Gold Answer:      [['Alexander Payne', 'Jim Taylor']]
Predicted Ans:    Jim Taylor
Predicted Path:   Citizen Ruth --[written_by]--> Jim Taylor --[(INV) written_by]--> Citizen Ruth --[written_by]--> Jim Taylor
Path (Raw):       Citizen Ruth --[written_by]--> Jim Taylor --[(INV) written_by]--> Citizen Ruth --[written_by]--> Jim Taylor
Neg LogProb(↓):   0.065045
Path Entropy(↓):  0.283600
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by kenneth mackenna
Start Entity:     Kenneth MacKenna
Gold Answer:      [['John Ford']]
Predicted Ans:    John Ford
Predicted Path:   Kenneth MacKenna --[(INV) starred_actors]--> Men Without Women --[directed_by]--> John Ford
Path (Raw):       Kenneth MacKenna --[No Operation]--> Kenneth MacKenna --[(INV) starred_actors]--> Men Without Women --[directed_by]--> John Ford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by robert thoeren
Start Entity:     Robert Thoeren
Gold Answer:      [['Tay Garnett']]
Predicted Ans:    Tay Garnett
Predicted Path:   Robert Thoeren --[(INV) written_by]--> Mrs. Parkington --[directed_by]--> Tay Garnett
Path (Raw):       Robert Thoeren --[No Operation]--> Robert Thoeren --[(INV) written_by]--> Mrs. Parkington --[directed_by]--> Tay Garnett
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by the sword and the rose writers release
Start Entity:     The Sword and the Rose
Gold Answer:      [['1959', '1952', '1939', '1956']]
Predicted Ans:    1953
Predicted Path:   The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> The Sword and the Rose --[release_year]--> 1953
Path (Raw):       The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> The Sword and the Rose --[release_year]--> 1953
Neg LogProb(↓):   0.087158
Path Entropy(↓):  0.405058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the pootie tang director
Start Entity:     Pootie Tang
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pootie Tang --[directed_by]--> Louis C.K. --[(INV) directed_by]--> Pootie Tang --[has_genre]--> Comedy
Path (Raw):       Pootie Tang --[directed_by]--> Louis C.K. --[(INV) directed_by]--> Pootie Tang --[has_genre]--> Comedy
Neg LogProb(↓):   0.016092
Path Entropy(↓):  0.081881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie pale cocoon in a few words
Start Entity:     Pale Cocoon
Gold Answer:      [['anime', 'yasuhiro yoshiura']]
Predicted Ans:    yasuhiro yoshiura
Predicted Path:   Pale Cocoon --[has_tags]--> yasuhiro yoshiura --[(INV) has_tags]--> Patema Inverted --[has_tags]--> yasuhiro yoshiura
Path (Raw):       Pale Cocoon --[has_tags]--> yasuhiro yoshiura --[(INV) has_tags]--> Patema Inverted --[has_tags]--> yasuhiro yoshiura
Neg LogProb(↓):   0.024456
Path Entropy(↓):  0.122899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does rooney mara act in
Start Entity:     Rooney Mara
Gold Answer:      [["Ain't Them Bodies Saints", 'The Girl with the Dragon Tattoo', 'Tanner Hall', 'Trash', 'A Nightmare on Elm Street', 'Side Effects']]
Predicted Ans:    Ain't Them Bodies Saints
Predicted Path:   Rooney Mara --[(INV) starred_actors]--> Ain't Them Bodies Saints --[starred_actors]--> Rooney Mara --[(INV) starred_actors]--> Ain't Them Bodies Saints
Path (Raw):       Rooney Mara --[(INV) starred_actors]--> Ain't Them Bodies Saints --[starred_actors]--> Rooney Mara --[(INV) starred_actors]--> Ain't Them Bodies Saints
Neg LogProb(↓):   0.651108
Path Entropy(↓):  1.301933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by nisha pahuja
Start Entity:     Nisha Pahuja
Gold Answer:      [['Ruhi Singh']]
Predicted Ans:    Ruhi Singh
Predicted Path:   Nisha Pahuja --[(INV) directed_by]--> The World Before Her --[starred_actors]--> Ruhi Singh
Path (Raw):       Nisha Pahuja --[No Operation]--> Nisha Pahuja --[(INV) directed_by]--> The World Before Her --[starred_actors]--> Ruhi Singh
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by angela huth
Start Entity:     Angela Huth
Gold Answer:      [['Anna Friel', 'Catherine McCormack', 'Steven Mackintosh', 'Rachel Weisz']]
Predicted Ans:    Rachel Weisz
Predicted Path:   Angela Huth --[(INV) written_by]--> The Land Girls --[starred_actors]--> Rachel Weisz
Path (Raw):       Angela Huth --[No Operation]--> Angela Huth --[(INV) written_by]--> The Land Girls --[starred_actors]--> Rachel Weisz
Neg LogProb(↓):   0.481729
Path Entropy(↓):  0.665330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film american violet
Start Entity:     American Violet
Gold Answer:      [['texas']]
Predicted Ans:    albert dupontel
Predicted Path:   American Violet --[has_tags]--> texas --[(INV) has_tags]--> Bernie --[has_tags]--> albert dupontel
Path (Raw):       American Violet --[has_tags]--> texas --[(INV) has_tags]--> Bernie --[has_tags]--> albert dupontel
Neg LogProb(↓):   0.572793
Path Entropy(↓):  0.759731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the girl with the dragon tattoo
Start Entity:     The Girl with the Dragon Tattoo
Gold Answer:      [['Niels Arden Oplev']]
Predicted Ans:    David Fincher
Predicted Path:   The Girl with the Dragon Tattoo --[directed_by]--> David Fincher --[(INV) directed_by]--> The Game --[directed_by]--> David Fincher
Path (Raw):       The Girl with the Dragon Tattoo --[directed_by]--> David Fincher --[(INV) directed_by]--> The Game --[directed_by]--> David Fincher
Neg LogProb(↓):   0.180089
Path Entropy(↓):  0.667360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films did nico mastorakis direct
Start Entity:     Nico Mastorakis
Gold Answer:      [['Blind Date']]
Predicted Ans:    Blind Date
Predicted Path:   Nico Mastorakis --[(INV) directed_by]--> Blind Date --[directed_by]--> Nico Mastorakis --[(INV) directed_by]--> Blind Date
Path (Raw):       Nico Mastorakis --[(INV) directed_by]--> Blind Date --[directed_by]--> Nico Mastorakis --[(INV) directed_by]--> Blind Date
Neg LogProb(↓):   0.253708
Path Entropy(↓):  0.532037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the handle with care director
Start Entity:     Handle with Care
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Handle with Care --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> The Truth About Charlie --[in_language]--> French
Path (Raw):       Handle with Care --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> The Truth About Charlie --[in_language]--> French
Neg LogProb(↓):   0.682922
Path Entropy(↓):  0.699325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the hollywood knights
Start Entity:     The Hollywood Knights
Gold Answer:      [['Edward James Olmos', 'Floyd Mutrux']]
Predicted Ans:    Edward James Olmos
Predicted Path:   The Hollywood Knights --[written_by]--> Floyd Mutrux --[(INV) written_by]--> American Me --[directed_by]--> Edward James Olmos
Path (Raw):       The Hollywood Knights --[written_by]--> Floyd Mutrux --[(INV) written_by]--> American Me --[directed_by]--> Edward James Olmos
Neg LogProb(↓):   0.238296
Path Entropy(↓):  0.560029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie running on karma are written by who
Start Entity:     Running on Karma
Gold Answer:      [['Alan Mak', 'Gerald Ayres', 'Cathy Yuspa', 'Josh Goldsmith', 'Diane Drake', 'John Van Druten', 'Alex Law']]
Predicted Ans:    Diane Drake
Predicted Path:   Running on Karma --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Path (Raw):       Running on Karma --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Neg LogProb(↓):   0.759450
Path Entropy(↓):  0.986317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of c. o. g.
Start Entity:     C.O.G.
Gold Answer:      [['Kyle Patrick Alvarez']]
Predicted Ans:    Kyle Patrick Alvarez
Predicted Path:   C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Path (Raw):       C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Neg LogProb(↓):   0.002139
Path Entropy(↓):  0.016772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film not safe for work are directed by who
Start Entity:     Not Safe for Work
Gold Answer:      [['Jamie Linden', 'Chris Gorak', 'Alejandro Amenábar', 'Terry Zwigoff']]
Predicted Ans:    Alejandro Amenábar
Predicted Path:   Not Safe for Work --[starred_actors]--> Max Minghella --[(INV) starred_actors]--> Agora --[directed_by]--> Alejandro Amenábar
Path (Raw):       Not Safe for Work --[starred_actors]--> Max Minghella --[(INV) starred_actors]--> Agora --[directed_by]--> Alejandro Amenábar
Neg LogProb(↓):   0.004389
Path Entropy(↓):  0.030358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of walk of shame starred who
Start Entity:     Walk of Shame
Gold Answer:      [['Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   Walk of Shame --[written_by]--> Steven Brill --[(INV) written_by]--> Little Nicky --[starred_actors]--> Adam Sandler
Path (Raw):       Walk of Shame --[written_by]--> Steven Brill --[(INV) written_by]--> Little Nicky --[starred_actors]--> Adam Sandler
Neg LogProb(↓):   0.006008
Path Entropy(↓):  0.040757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by desmond harrington
Start Entity:     Desmond Harrington
Gold Answer:      [['Alan B. McElroy', 'Robert Parigi']]
Predicted Ans:    Alan B. McElroy
Predicted Path:   Desmond Harrington --[(INV) starred_actors]--> Wrong Turn --[written_by]--> Alan B. McElroy
Path (Raw):       Desmond Harrington --[No Operation]--> Desmond Harrington --[(INV) starred_actors]--> Wrong Turn --[written_by]--> Alan B. McElroy
Neg LogProb(↓):   0.000621
Path Entropy(↓):  0.005476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by patricia breslin were in which genres
Start Entity:     Patricia Breslin
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Patricia Breslin --[(INV) starred_actors]--> Homicidal --[has_genre]--> Thriller
Path (Raw):       Patricia Breslin --[No Operation]--> Patricia Breslin --[(INV) starred_actors]--> Homicidal --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the hunger games
Start Entity:     The Hunger Games
Gold Answer:      [['Jack the Giant Slayer', 'Serena', 'Jury Duty', 'Silver Linings Playbook', 'The Daytrippers', 'The Impostors', 'The Devil Wears Prada', 'The Alarmist', "A Midsummer Night's Dream", 'Like Crazy', 'Spin', 'In Too Deep', 'The Lovely Bones', 'The Poker House', "Winter's Bone", 'House at the End of the Street', 'A Modern Affair', 'Conspiracy', "Joe Gould's Secret", 'Big Night']]
Predicted Ans:    Jack the Giant Slayer
Predicted Path:   The Hunger Games --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> Jack the Giant Slayer
Path (Raw):       The Hunger Games --[starred_actors]--> Stanley Tucci --[No Operation]--> Stanley Tucci --[(INV) starred_actors]--> Jack the Giant Slayer
Neg LogProb(↓):   0.451670
Path Entropy(↓):  1.112949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did hans janowitz write the story for
Start Entity:     Hans Janowitz
Gold Answer:      [['The Cabinet of Dr. Caligari']]
Predicted Ans:    The Cabinet of Dr. Caligari
Predicted Path:   Hans Janowitz --[(INV) written_by]--> The Cabinet of Dr. Caligari --[written_by]--> Carl Mayer --[(INV) written_by]--> The Cabinet of Dr. Caligari
Path (Raw):       Hans Janowitz --[(INV) written_by]--> The Cabinet of Dr. Caligari --[written_by]--> Carl Mayer --[(INV) written_by]--> The Cabinet of Dr. Caligari
Neg LogProb(↓):   0.001474
Path Entropy(↓):  0.011710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the barbarian invasions are written by who
Start Entity:     The Barbarian Invasions
Gold Answer:      [['Denys Arcand', 'Jacob Potashnik', 'Jake Kennedy']]
Predicted Ans:    Denys Arcand
Predicted Path:   The Barbarian Invasions --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness --[written_by]--> Denys Arcand
Path (Raw):       The Barbarian Invasions --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness --[written_by]--> Denys Arcand
Neg LogProb(↓):   0.203373
Path Entropy(↓):  0.570355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the king and four queens
Start Entity:     The King and Four Queens
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The King and Four Queens --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[in_language]--> French
Path (Raw):       The King and Four Queens --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[in_language]--> French
Neg LogProb(↓):   0.005797
Path Entropy(↓):  0.040395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was vera drake written by
Start Entity:     Vera Drake
Gold Answer:      [['Mike Leigh']]
Predicted Ans:    Mike Leigh
Predicted Path:   Vera Drake --[written_by]--> Mike Leigh --[(INV) written_by]--> Mr. Turner --[written_by]--> Mike Leigh
Path (Raw):       Vera Drake --[written_by]--> Mike Leigh --[(INV) written_by]--> Mr. Turner --[written_by]--> Mike Leigh
Neg LogProb(↓):   0.049470
Path Entropy(↓):  0.250326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in toy story 2
Start Entity:     Toy Story 2
Gold Answer:      [['Musical', 'Drama', 'Animation', 'Comedy', 'History', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Toy Story 2 --[starred_actors]--> Joan Cusack --[(INV) starred_actors]--> Arlington Road --[has_genre]--> Drama
Path (Raw):       Toy Story 2 --[starred_actors]--> Joan Cusack --[(INV) starred_actors]--> Arlington Road --[has_genre]--> Drama
Neg LogProb(↓):   0.948000
Path Entropy(↓):  1.174877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bruce almighty are written by who
Start Entity:     Bruce Almighty
Gold Answer:      [['Steve Koren', "Mark O'Keefe", 'Patch Adams', 'Stephen Mazur', 'Maureen Mylander', 'Paul Guay']]
Predicted Ans:    Tom Shadyac
Predicted Path:   Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty --[directed_by]--> Tom Shadyac
Path (Raw):       Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty --[directed_by]--> Tom Shadyac
Neg LogProb(↓):   0.449243
Path Entropy(↓):  0.914036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of immortal sergeant also starred in which films
Start Entity:     Immortal Sergeant
Gold Answer:      [['Angels Over Broadway', 'The Outlaw', 'The Wrong Man', 'The Mad Miss Manton', 'There Was a Crooked Man...', 'On Our Merry Way', 'Tentacles', 'Rio Grande', 'Moontide', 'Dance, Girl, Dance', 'The Rare Breed', 'The Keys of the Kingdom', 'The Long Voyage Home', 'Rollercoaster', 'The Quiet Man', 'This Above All', 'You Only Live Once', 'This Land Is Mine', 'The Fugitive', 'Sitting Pretty', 'War and Peace', 'To the Shores of Tripoli', 'The Return of Frank James', 'The Black Swan', 'Madigan', 'Miracle on 34th Street', 'On Golden Pond', 'I Dream Too Much', "At Sword's Point", 'Rings on Her Fingers', 'The Ox-Bow Incident', 'Sex and the Single Girl', 'The Grapes of Wrath', 'A Big Hand for the Little Lady', 'Buffalo Bill', 'Wilson', 'The Big Street', 'You Belong to Me', 'Mister Roberts', 'Jesse James', 'Daisy Kenyon', 'Jamaica Inn', 'The Long Gray Line', 'Midway', 'Against All Flags', 'Joan of Paris', 'Firecreek', "A Woman's Secret", 'The Cheyenne Social Club', 'Out of the Fog', 'The Wings of Eagles', 'Once Upon a Time in the West', 'Drums Along the Mohawk', 'The Parent Trap', 'Sometimes a Great Notion', 'Young Mr. Lincoln', 'The Spanish Main', 'The Best Man', 'The Fallen Sparrow', 'Only the Lonely', 'The Long Night', 'The Deadly Companions', 'Jezebel', 'The Tin Star', 'The Hunchback of Notre Dame', 'Our Man in Havana', "Spencer's Mountain", 'Mr. Hobbs Takes a Vacation', 'The Redhead from Wyoming', 'My Darling Clementine', 'How Green Was My Valley', 'Fort Apache', 'Warlock', 'How the West Was Won', 'Yours, Mine and Ours', 'The Boston Strangler', 'Chad Hanna', 'Battle of the Bulge', 'McLintock!', 'The Lady Eve']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   Immortal Sergeant --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       Immortal Sergeant --[starred_actors]--> Henry Fonda --[No Operation]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   1.502258
Path Entropy(↓):  2.672061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by paolo sorrentino
Start Entity:     Paolo Sorrentino
Gold Answer:      [['Toni Servillo', 'Sean Penn']]
Predicted Ans:    Sean Penn
Predicted Path:   Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[starred_actors]--> Sean Penn
Path (Raw):       Paolo Sorrentino --[No Operation]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.004107
Path Entropy(↓):  0.030712
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of young man with a horn
Start Entity:     Young Man with a Horn
Gold Answer:      [['Young Winston', 'Meteor', 'A Hatful of Rain', 'The Guns of Navarone', 'Colorado Territory', 'The Day the Earth Stood Still', 'Patton', 'High Noon', 'The Men']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   Young Man with a Horn --[written_by]--> Carl Foreman --[(INV) written_by]--> The Guns of Navarone
Path (Raw):       Young Man with a Horn --[written_by]--> Carl Foreman --[(INV) written_by]--> The Guns of Navarone --[No Operation]--> The Guns of Navarone
Neg LogProb(↓):   0.358072
Path Entropy(↓):  0.938761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in where east is east
Start Entity:     Where East Is East
Gold Answer:      [['Charles Kenyon', 'Harold Owen', 'Victor Sjöström', 'Maurice Vernon', 'Tod Browning', 'Roland West', 'Crane Wilbur', 'Gouverneur Morris', 'Leonid Andreyev', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Where East Is East --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[written_by]--> Roberto Benigni
Path (Raw):       Where East Is East --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[written_by]--> Roberto Benigni
Neg LogProb(↓):   0.050361
Path Entropy(↓):  0.255848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film night of the running man
Start Entity:     Night of the Running Man
Gold Answer:      [['Joel Schumacher', 'Michael Gottlieb', 'Edward Rugoff', 'Robert Klane', 'Bret Easton Ellis']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Night of the Running Man --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Path (Raw):       Night of the Running Man --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.388300
Path Entropy(↓):  0.814871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in hold back the dawn
Start Entity:     Hold Back the Dawn
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hold Back the Dawn --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid --[has_genre]--> Drama
Path (Raw):       Hold Back the Dawn --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid --[has_genre]--> Drama
Neg LogProb(↓):   1.018938
Path Entropy(↓):  1.898038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jon kasdan were in which genres
Start Entity:     Jon Kasdan
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jon Kasdan --[(INV) directed_by]--> The First Time --[has_genre]--> Comedy
Path (Raw):       Jon Kasdan --[No Operation]--> Jon Kasdan --[(INV) directed_by]--> The First Time --[has_genre]--> Comedy
Neg LogProb(↓):   0.086241
Path Entropy(↓):  0.285140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of irma la douce
Start Entity:     Irma la Douce
Gold Answer:      [['Walter Salles', 'Ernst Lubitsch', 'Sydney Pollack', 'Lewis Milestone', 'Billy Wilder', 'Mitchell Leisen', 'Gilles Mimouni', 'Daniela Thomas', 'Howard Hawks']]
Predicted Ans:    Billy Wilder
Predicted Path:   Irma la Douce --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Path (Raw):       Irma la Douce --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.660674
Path Entropy(↓):  1.950455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the four feathers
Start Entity:     The Four Feathers
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   The Four Feathers --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> There Be Dragons --[in_language]--> English
Path (Raw):       The Four Feathers --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> There Be Dragons --[in_language]--> English
Neg LogProb(↓):   0.691930
Path Entropy(↓):  1.439684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the midnight run director
Start Entity:     Midnight Run
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Midnight Run --[directed_by]--> Martin Brest --[(INV) directed_by]--> Gigli --[has_genre]--> Comedy
Path (Raw):       Midnight Run --[directed_by]--> Martin Brest --[(INV) directed_by]--> Gigli --[has_genre]--> Comedy
Neg LogProb(↓):   0.024123
Path Entropy(↓):  0.119907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by til schweiger
Start Entity:     Til Schweiger
Gold Answer:      [['2008', '1997', '2013', '2004']]
Predicted Ans:    1997
Predicted Path:   Til Schweiger --[(INV) starred_actors]--> Knockin' on Heaven's Door --[release_year]--> 1997
Path (Raw):       Til Schweiger --[No Operation]--> Til Schweiger --[(INV) starred_actors]--> Knockin' on Heaven's Door --[release_year]--> 1997
Neg LogProb(↓):   0.297020
Path Entropy(↓):  0.685079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by sandor stern starred who
Start Entity:     Sandor Stern
Gold Answer:      [["Terry O'Quinn", 'David Hewlett', 'Cynthia Preston']]
Predicted Ans:    Terry O'Quinn
Predicted Path:   Sandor Stern --[(INV) directed_by]--> Pin --[starred_actors]--> Terry O'Quinn
Path (Raw):       Sandor Stern --[No Operation]--> Sandor Stern --[(INV) directed_by]--> Pin --[starred_actors]--> Terry O'Quinn
Neg LogProb(↓):   0.532873
Path Entropy(↓):  0.696799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was leonardo padura a writer on
Start Entity:     Leonardo Padura
Gold Answer:      [['7 Days in Havana']]
Predicted Ans:    7 Days in Havana
Predicted Path:   Leonardo Padura --[(INV) written_by]--> 7 Days in Havana --[written_by]--> Leonardo Padura --[(INV) written_by]--> 7 Days in Havana
Path (Raw):       Leonardo Padura --[(INV) written_by]--> 7 Days in Havana --[written_by]--> Leonardo Padura --[(INV) written_by]--> 7 Days in Havana
Neg LogProb(↓):   0.091363
Path Entropy(↓):  0.368070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jason schwartzman acted films
Start Entity:     Jason Schwartzman
Gold Answer:      [['Jacob Koskoff', 'Roald Dahl', 'Steve Martin', 'Owen Wilson', 'Roman Coppola', 'Todd Louiso', 'David O. Russell', 'Jeff Baena', 'Wes Anderson', 'Creighton Vero']]
Predicted Ans:    Steve Martin
Predicted Path:   Jason Schwartzman --[(INV) starred_actors]--> Shopgirl --[written_by]--> Steve Martin
Path (Raw):       Jason Schwartzman --[No Operation]--> Jason Schwartzman --[(INV) starred_actors]--> Shopgirl --[written_by]--> Steve Martin
Neg LogProb(↓):   0.961501
Path Entropy(↓):  1.343154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by courteney cox in
Start Entity:     Courteney Cox
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Courteney Cox --[(INV) starred_actors]--> Commandments --[has_genre]--> Comedy
Path (Raw):       Courteney Cox --[No Operation]--> Courteney Cox --[(INV) starred_actors]--> Commandments --[has_genre]--> Comedy
Neg LogProb(↓):   0.432899
Path Entropy(↓):  0.650826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with airport
Start Entity:     Airport
Gold Answer:      [['Zero Hour!', 'The Counterfeit Traitor', 'The Song of Bernadette', '36 Hours', 'The Big Lift', 'Hotel', 'Miracle on 34th Street', 'The Country Girl']]
Predicted Ans:    The Country Girl
Predicted Path:   Airport --[written_by]--> George Seaton --[(INV) written_by]--> The Country Girl
Path (Raw):       Airport --[written_by]--> George Seaton --[(INV) written_by]--> The Country Girl --[No Operation]--> The Country Girl
Neg LogProb(↓):   0.649123
Path Entropy(↓):  1.257764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the s. darko director release
Start Entity:     S. Darko
Gold Answer:      [['2012', '2005']]
Predicted Ans:    2009
Predicted Path:   S. Darko --[directed_by]--> Chris Fisher --[(INV) directed_by]--> S. Darko --[release_year]--> 2009
Path (Raw):       S. Darko --[directed_by]--> Chris Fisher --[(INV) directed_by]--> S. Darko --[release_year]--> 2009
Neg LogProb(↓):   0.565587
Path Entropy(↓):  0.975721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by aces'n'eights actors
Start Entity:     Aces 'N' Eights
Gold Answer:      [['Ronald Neame', 'Bob Misiorowski', 'Philip Dunne', 'Delmer Daves', 'Richard Clabaugh', 'Irwin Allen', 'Richard Fleischer', 'Greg Swartz', 'Lewis Milestone', 'Robert Aldrich', 'Jason Connery', 'Robert Fuest', 'Carl Schenkel', 'Paul Sabella', 'Larry Leker', 'John Sturges', 'Delbert Mann', 'Robert Marcarelli', 'Richard Brooks', 'Sergio Corbucci', 'Sam Peckinpah', 'Burt Kennedy']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Aces 'N' Eights --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Path (Raw):       Aces 'N' Eights --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.094940
Path Entropy(↓):  0.438870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film relentless are directed by who
Start Entity:     Relentless
Gold Answer:      [['Richard Franklin', 'John Schlesinger', 'Stephen Frears', 'Michelle Manning', 'Wallace Wolodarsky', 'Steven Schachter', 'Kevin Reynolds', 'Gabriel Sabloff', 'Penny Marshall', 'John Huston', 'John Hillcoat', 'William Berke', 'Lester Wm. Berke', 'Harvey Kahn', 'Stan Dragoti', 'Mark L. Lester', 'Bob Clark', 'Kenneth Johnson']]
Predicted Ans:    Harvey Kahn
Predicted Path:   Relentless --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Path (Raw):       Relentless --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Neg LogProb(↓):   0.327419
Path Entropy(↓):  1.039296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie stella
Start Entity:     Stella
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Stella --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Stella --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.457148
Path Entropy(↓):  4.150348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of we are marshall
Start Entity:     We Are Marshall
Gold Answer:      [["Charlie's Angels", 'This Means War', '3 Days to Kill', 'Terminator Salvation']]
Predicted Ans:    3 Days to Kill
Predicted Path:   We Are Marshall --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill
Path (Raw):       We Are Marshall --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[No Operation]--> 3 Days to Kill
Neg LogProb(↓):   0.023821
Path Entropy(↓):  0.126250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by fred willard were released in which years
Start Entity:     Fred Willard
Gold Answer:      [['1979', '1991']]
Predicted Ans:    1991
Predicted Path:   Fred Willard --[(INV) starred_actors]--> High Strung --[release_year]--> 1991
Path (Raw):       Fred Willard --[No Operation]--> Fred Willard --[(INV) starred_actors]--> High Strung --[release_year]--> 1991
Neg LogProb(↓):   0.085512
Path Entropy(↓):  0.283526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie jarhead are directed by who
Start Entity:     Jarhead
Gold Answer:      [['Blair Hayes', 'Kimberly Peirce', 'Michael Mann', 'John Huston', 'Rawson Marshall Thurber', 'Taylor Hackford', 'Marc Webb', 'Richard Kelly', 'Duncan Jones', 'Quentin Tarantino', 'Denis Villeneuve', 'John Madden', 'Martin Campbell', 'Roland Emmerich', 'Kelly Reichardt', 'Antoine Fuqua', 'Jocelyn Moorhouse', 'Peter Berg', 'Rob Cohen', 'Robert Schwentke', 'Jeff Pollack', 'Joe Wright', 'Bill Condon', 'Gavin Hood', 'Joe Johnston', 'Ang Lee', 'Rob Epstein', 'Jeffrey Friedman', 'Wayne Wang', 'Arthur Penn', 'David Ayer', 'Will Gluck', 'David Fincher', 'Dan Gilroy', 'F. Gary Gray', 'Jim Sheridan', 'Susanne Bier', 'Billy Ray']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Jarhead --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> The Day After Tomorrow --[directed_by]--> Roland Emmerich
Path (Raw):       Jarhead --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> The Day After Tomorrow --[directed_by]--> Roland Emmerich
Neg LogProb(↓):   0.887523
Path Entropy(↓):  1.004197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film blue jasmine
Start Entity:     Blue Jasmine
Gold Answer:      [['2008', '2006', '1985', '2015', '1998', '2010', '2004', '1947', '2014', '1914', '2001', '2002', '1922', '2011', '2000', '1997', '1950', '2005', '1999']]
Predicted Ans:    2008
Predicted Path:   Blue Jasmine --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Indiana Jones and the Kingdom of the Crystal Skull --[release_year]--> 2008
Path (Raw):       Blue Jasmine --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Indiana Jones and the Kingdom of the Crystal Skull --[release_year]--> 2008
Neg LogProb(↓):   1.179475
Path Entropy(↓):  1.894240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film house of 9 released
Start Entity:     House of 9
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   House of 9 --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       House of 9 --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.937560
Path Entropy(↓):  4.432353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of marina fois
Start Entity:     Marina Foïs
Gold Answer:      [['Romain Duris', 'Niels Arestrup', 'Kevin Bacon', 'Karin Viard', 'Nicolas Duvauchelle']]
Predicted Ans:    Kevin Bacon
Predicted Path:   Marina Foïs --[(INV) starred_actors]--> The Big Picture --[starred_actors]--> Kevin Bacon
Path (Raw):       Marina Foïs --[No Operation]--> Marina Foïs --[(INV) starred_actors]--> The Big Picture --[starred_actors]--> Kevin Bacon
Neg LogProb(↓):   0.077835
Path Entropy(↓):  0.328389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by eddie bracken were directed by who
Start Entity:     Eddie Bracken
Gold Answer:      [['Preston Sturges', 'Charles Walters']]
Predicted Ans:    Preston Sturges
Predicted Path:   Eddie Bracken --[(INV) starred_actors]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Path (Raw):       Eddie Bracken --[No Operation]--> Eddie Bracken --[(INV) starred_actors]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Neg LogProb(↓):   0.008231
Path Entropy(↓):  0.047546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did lorenzo semple jr. write
Start Entity:     Lorenzo Semple Jr.
Gold Answer:      [['Three Days of the Condor', 'King Kong', 'The Parallax View', 'Sheena']]
Predicted Ans:    Sheena
Predicted Path:   Lorenzo Semple Jr. --[(INV) written_by]--> Sheena --[written_by]--> Lorenzo Semple Jr. --[(INV) written_by]--> Sheena
Path (Raw):       Lorenzo Semple Jr. --[(INV) written_by]--> Sheena --[written_by]--> Lorenzo Semple Jr. --[(INV) written_by]--> Sheena
Neg LogProb(↓):   0.083834
Path Entropy(↓):  0.380505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film while she was out released
Start Entity:     While She Was Out
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   While She Was Out --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Path (Raw):       While She Was Out --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Neg LogProb(↓):   3.570966
Path Entropy(↓):  4.779887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by sonya levien
Start Entity:     Sonya Levien
Gold Answer:      [['Drama', 'War', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Sonya Levien --[(INV) written_by]--> In Old Chicago --[has_genre]--> Drama
Path (Raw):       Sonya Levien --[No Operation]--> Sonya Levien --[(INV) written_by]--> In Old Chicago --[has_genre]--> Drama
Neg LogProb(↓):   0.098814
Path Entropy(↓):  0.370470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the promised land
Start Entity:     The Promised Land
Gold Answer:      [['1983', '1958', '2009']]
Predicted Ans:    1983
Predicted Path:   The Promised Land --[written_by]--> Andrzej Wajda --[(INV) written_by]--> Danton --[release_year]--> 1983
Path (Raw):       The Promised Land --[written_by]--> Andrzej Wajda --[(INV) written_by]--> Danton --[release_year]--> 1983
Neg LogProb(↓):   0.698474
Path Entropy(↓):  1.211904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in we won't grow old together
Start Entity:     We Won't Grow Old Together
Gold Answer:      [['2011', '1994', '1992', '1967']]
Predicted Ans:    1972
Predicted Path:   We Won't Grow Old Together --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[release_year]--> 1972
Path (Raw):       We Won't Grow Old Together --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[release_year]--> 1972
Neg LogProb(↓):   0.279193
Path Entropy(↓):  0.645529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by sophie barthes
Start Entity:     Sophie Barthes
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Sophie Barthes --[(INV) directed_by]--> Cold Souls --[release_year]--> 2009
Path (Raw):       Sophie Barthes --[No Operation]--> Sophie Barthes --[(INV) directed_by]--> Cold Souls --[release_year]--> 2009
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of grand masti
Start Entity:     Grand Masti
Gold Answer:      [['Aamir Khan', 'Vivek Oberoi', 'Aftab Shivdasani', 'Amrita Rao', 'Mallika Sherawat', 'Kajol', 'Juhi Chawla']]
Predicted Ans:    Vivek Oberoi
Predicted Path:   Grand Masti --[directed_by]--> Indra Kumar --[(INV) directed_by]--> Masti --[starred_actors]--> Vivek Oberoi
Path (Raw):       Grand Masti --[directed_by]--> Indra Kumar --[(INV) directed_by]--> Masti --[starred_actors]--> Vivek Oberoi
Neg LogProb(↓):   0.047919
Path Entropy(↓):  0.230580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor helen slater acted together with who
Start Entity:     Helen Slater
Gold Answer:      [['Russell Crowe', 'Leslie Cheung', 'Judge Reinhold', 'Patrick Dempsey', 'Danny DeVito', "Peter O'Toole", 'Bette Midler', 'Faye Dunaway']]
Predicted Ans:    Peter O'Toole
Predicted Path:   Helen Slater --[(INV) starred_actors]--> Supergirl --[starred_actors]--> Peter O'Toole
Path (Raw):       Helen Slater --[No Operation]--> Helen Slater --[(INV) starred_actors]--> Supergirl --[starred_actors]--> Peter O'Toole
Neg LogProb(↓):   0.275467
Path Entropy(↓):  0.661715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by georgia pritchett
Start Entity:     Georgia Pritchett
Gold Answer:      [['Mel Smith']]
Predicted Ans:    Mel Smith
Predicted Path:   Georgia Pritchett --[(INV) written_by]--> High Heels and Low Lifes --[directed_by]--> Mel Smith
Path (Raw):       Georgia Pritchett --[No Operation]--> Georgia Pritchett --[(INV) written_by]--> High Heels and Low Lifes --[directed_by]--> Mel Smith
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie timecode
Start Entity:     Timecode
Gold Answer:      [['1983', '2000', '2001', '2008', '1992', '1951', '1999']]
Predicted Ans:    2001
Predicted Path:   Timecode --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Path (Raw):       Timecode --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Neg LogProb(↓):   0.748911
Path Entropy(↓):  1.234196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by olivia de havilland release
Start Entity:     Olivia de Havilland
Gold Answer:      [['1968', '1946', '1949', '1948', '1964', '1939', '1959', '1942', '1940', '1936', '1952', '1938', '1935', '1941', '1955', '1937', '1943']]
Predicted Ans:    1939
Predicted Path:   Olivia de Havilland --[(INV) starred_actors]--> The Private Lives of Elizabeth and Essex --[release_year]--> 1939
Path (Raw):       Olivia de Havilland --[No Operation]--> Olivia de Havilland --[(INV) starred_actors]--> The Private Lives of Elizabeth and Essex --[release_year]--> 1939
Neg LogProb(↓):   1.166740
Path Entropy(↓):  2.186112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in kind hearts and coronets
Start Entity:     Kind Hearts and Coronets
Gold Answer:      [['Family', 'Drama', 'War', 'Fantasy', 'Comedy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Kind Hearts and Coronets --[starred_actors]--> Dennis Price --[(INV) starred_actors]--> A Place of One's Own --[has_genre]--> Drama
Path (Raw):       Kind Hearts and Coronets --[starred_actors]--> Dennis Price --[(INV) starred_actors]--> A Place of One's Own --[has_genre]--> Drama
Neg LogProb(↓):   1.117882
Path Entropy(↓):  1.171732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie back to school released
Start Entity:     Back to School
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Back to School --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Back to School --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   1.756862
Path Entropy(↓):  3.522810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of coraline
Start Entity:     Coraline
Gold Answer:      [['Fantasy', 'Animation', 'Comedy']]
Predicted Ans:    Animation
Predicted Path:   Coraline --[directed_by]--> Henry Selick --[(INV) directed_by]--> James and the Giant Peach --[has_genre]--> Animation
Path (Raw):       Coraline --[directed_by]--> Henry Selick --[(INV) directed_by]--> James and the Giant Peach --[has_genre]--> Animation
Neg LogProb(↓):   0.253811
Path Entropy(↓):  0.703998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a short film about love also wrote which movies
Start Entity:     A Short Film About Love
Gold Answer:      [['A Short Film About Killing', 'Hell']]
Predicted Ans:    Hell
Predicted Path:   A Short Film About Love --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> Hell
Path (Raw):       A Short Film About Love --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> Hell --[No Operation]--> Hell
Neg LogProb(↓):   0.156033
Path Entropy(↓):  0.492671
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by joe pantoliano
Start Entity:     Joe Pantoliano
Gold Answer:      [['Sam Pillsbury', 'Andrew Davis', 'John Mackenzie', 'Christopher Nolan', 'Simon Brand', 'Patrick Read Johnson', 'Brian Grant', 'Stuart Baird']]
Predicted Ans:    Simon Brand
Predicted Path:   Joe Pantoliano --[(INV) starred_actors]--> Unknown --[directed_by]--> Simon Brand
Path (Raw):       Joe Pantoliano --[No Operation]--> Joe Pantoliano --[(INV) starred_actors]--> Unknown --[directed_by]--> Simon Brand
Neg LogProb(↓):   0.049707
Path Entropy(↓):  0.201829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of witi ihimaera written movies
Start Entity:     Witi Ihimaera
Gold Answer:      [['Katie Wolfe', 'Niki Caro']]
Predicted Ans:    Niki Caro
Predicted Path:   Witi Ihimaera --[(INV) written_by]--> Whale Rider --[directed_by]--> Niki Caro
Path (Raw):       Witi Ihimaera --[No Operation]--> Witi Ihimaera --[(INV) written_by]--> Whale Rider --[directed_by]--> Niki Caro
Neg LogProb(↓):   0.591639
Path Entropy(↓):  0.687441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie class
Start Entity:     Class
Gold Answer:      [['Andrew McCarthy']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Class --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       Class --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.004532
Path Entropy(↓):  0.031991
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in housefull 2
Start Entity:     Housefull 2
Gold Answer:      [['Akshay Kumar', 'Asin', 'John Abraham', 'Jacqueline Fernandez']]
Predicted Ans:    Akshay Kumar
Predicted Path:   Housefull 2 --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[starred_actors]--> Akshay Kumar
Path (Raw):       Housefull 2 --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[starred_actors]--> Akshay Kumar
Neg LogProb(↓):   0.985462
Path Entropy(↓):  1.986592
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by brian helgeland released
Start Entity:     Brian Helgeland
Gold Answer:      [['1995', '1997', '2001', '2003', '2010', '2004', '1999', '2013']]
Predicted Ans:    2001
Predicted Path:   Brian Helgeland --[(INV) written_by]--> A Knight's Tale --[release_year]--> 2001
Path (Raw):       Brian Helgeland --[No Operation]--> Brian Helgeland --[(INV) written_by]--> A Knight's Tale --[release_year]--> 2001
Neg LogProb(↓):   0.987404
Path Entropy(↓):  1.816310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by miranda richardson were in which languages
Start Entity:     Miranda Richardson
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Miranda Richardson --[(INV) starred_actors]--> Empire of the Sun --[in_language]--> Japanese
Path (Raw):       Miranda Richardson --[No Operation]--> Miranda Richardson --[(INV) starred_actors]--> Empire of the Sun --[in_language]--> Japanese
Neg LogProb(↓):   0.000084
Path Entropy(↓):  0.000870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the pride of st. louis actors
Start Entity:     The Pride of St. Louis
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Biography
Predicted Path:   The Pride of St. Louis --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> The Pride of St. Louis --[has_genre]--> Biography
Path (Raw):       The Pride of St. Louis --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> The Pride of St. Louis --[has_genre]--> Biography
Neg LogProb(↓):   0.372378
Path Entropy(↓):  1.113445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of mr. robinson crusoe
Start Entity:     Mr. Robinson Crusoe
Gold Answer:      [['1940', '1933']]
Predicted Ans:    1933
Predicted Path:   Mr. Robinson Crusoe --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> Murders in the Zoo --[release_year]--> 1933
Path (Raw):       Mr. Robinson Crusoe --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> Murders in the Zoo --[release_year]--> 1933
Neg LogProb(↓):   0.647869
Path Entropy(↓):  1.033102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in hurricane streets
Start Entity:     Hurricane Streets
Gold Answer:      [['Eric Mandelbaum', 'Morgan J. Freeman', 'Kimberly Peirce', 'Andy Bienen']]
Predicted Ans:    Eric Mandelbaum
Predicted Path:   Hurricane Streets --[starred_actors]--> Brendan Sexton III --[(INV) starred_actors]--> Winter of Frozen Dreams --[written_by]--> Eric Mandelbaum
Path (Raw):       Hurricane Streets --[starred_actors]--> Brendan Sexton III --[(INV) starred_actors]--> Winter of Frozen Dreams --[written_by]--> Eric Mandelbaum
Neg LogProb(↓):   0.025664
Path Entropy(↓):  0.128905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of barbara jefford starred movies
Start Entity:     Barbara Jefford
Gold Answer:      [['1968', '1999', '1967', '1935']]
Predicted Ans:    1968
Predicted Path:   Barbara Jefford --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       Barbara Jefford --[No Operation]--> Barbara Jefford --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.858382
Path Entropy(↓):  1.529482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the saint in london were in which languages
Start Entity:     The Saint in London
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   The Saint in London --[starred_actors]--> George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy --[in_language]--> German
Path (Raw):       The Saint in London --[starred_actors]--> George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy --[in_language]--> German
Neg LogProb(↓):   0.084479
Path Entropy(↓):  0.411426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the shootist
Start Entity:     The Shootist
Gold Answer:      [['Jack Finney', 'Howard Rodman', 'Richard Dougherty', 'Albert Maltz', 'Ernest Hemingway', 'Aleksandr Gordon', 'David Mamet', 'Andrei Tarkovsky', 'Leigh Vance', 'Clive Egleton', 'Daniel Mainwaring', 'Abraham Polonsky', 'Anthony Veiller', 'Walter Wager', 'Clair Huffaker', 'Richard Wormser', 'Barry Reed', 'Collier Young', 'Ida Lupino', 'Peter Milne', 'Israel Zangwill']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   The Shootist --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Path (Raw):       The Shootist --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.481742
Path Entropy(↓):  2.230237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was astra taylor the writer of
Start Entity:     Astra Taylor
Gold Answer:      [['Examined Life']]
Predicted Ans:    Examined Life
Predicted Path:   Astra Taylor --[(INV) written_by]--> Examined Life --[written_by]--> Astra Taylor --[(INV) written_by]--> Examined Life
Path (Raw):       Astra Taylor --[(INV) written_by]--> Examined Life --[written_by]--> Astra Taylor --[(INV) written_by]--> Examined Life
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did satoshi tsumabuki star in
Start Entity:     Satoshi Tsumabuki
Gold Answer:      [['Waterboys']]
Predicted Ans:    Waterboys
Predicted Path:   Satoshi Tsumabuki --[(INV) starred_actors]--> Waterboys --[starred_actors]--> Akifumi Miura --[(INV) starred_actors]--> Waterboys
Path (Raw):       Satoshi Tsumabuki --[(INV) starred_actors]--> Waterboys --[starred_actors]--> Akifumi Miura --[(INV) starred_actors]--> Waterboys
Neg LogProb(↓):   0.003372
Path Entropy(↓):  0.024821
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie peter pan
Start Entity:     Peter Pan
Gold Answer:      [['1998', '1964', '2009', '1933', '1966', '2001', '2008', '1951', '2010', '1985', '1999', '2002', '1967', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Peter Pan --[starred_actors]--> Jason Isaacs --[(INV) starred_actors]--> Sweetwater --[release_year]--> 2013
Path (Raw):       Peter Pan --[starred_actors]--> Jason Isaacs --[(INV) starred_actors]--> Sweetwater --[release_year]--> 2013
Neg LogProb(↓):   1.416454
Path Entropy(↓):  1.197720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the beautiful country
Start Entity:     The Beautiful Country
Gold Answer:      [['Nick Nolte', 'Bai Ling', 'Damien Nguyen']]
Predicted Ans:    Nick Nolte
Predicted Path:   The Beautiful Country --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Good Thief --[starred_actors]--> Nick Nolte
Path (Raw):       The Beautiful Country --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Good Thief --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.137349
Path Entropy(↓):  0.522628
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by fred mustard stewart
Start Entity:     Fred Mustard Stewart
Gold Answer:      [['Katherine Healy', 'Dudley Moore', 'Mary Tyler Moore']]
Predicted Ans:    Dudley Moore
Predicted Path:   Fred Mustard Stewart --[(INV) written_by]--> Six Weeks --[starred_actors]--> Dudley Moore
Path (Raw):       Fred Mustard Stewart --[No Operation]--> Fred Mustard Stewart --[(INV) written_by]--> Six Weeks --[starred_actors]--> Dudley Moore
Neg LogProb(↓):   0.003021
Path Entropy(↓):  0.021901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie joe gould's secret
Start Entity:     Joe Gould's Secret
Gold Answer:      [['1996', '1998']]
Predicted Ans:    1998
Predicted Path:   Joe Gould's Secret --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[release_year]--> 1998
Path (Raw):       Joe Gould's Secret --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[release_year]--> 1998
Neg LogProb(↓):   0.559970
Path Entropy(↓):  0.766477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the a stranger in town director release
Start Entity:     A Stranger in Town
Gold Answer:      [['1954', '1951', '1945']]
Predicted Ans:    1954
Predicted Path:   A Stranger in Town --[directed_by]--> Roy Rowland --[(INV) directed_by]--> Rogue Cop --[release_year]--> 1954
Path (Raw):       A Stranger in Town --[directed_by]--> Roy Rowland --[(INV) directed_by]--> Rogue Cop --[release_year]--> 1954
Neg LogProb(↓):   0.455004
Path Entropy(↓):  1.022431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the private lives of elizabeth and essex
Start Entity:     The Private Lives of Elizabeth and Essex
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Private Lives of Elizabeth and Essex --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[has_genre]--> Western
Path (Raw):       The Private Lives of Elizabeth and Essex --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[has_genre]--> Western
Neg LogProb(↓):   1.314839
Path Entropy(↓):  2.242859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the wind that shakes the barley
Start Entity:     The Wind That Shakes the Barley
Gold Answer:      [['Robert Carlyle', 'Samuli Edelmann', 'Daniel Brühl', 'Kierston Wareing', 'Luis Tosar', 'Oyanka Cabezas', 'Peter Mullan', 'Eric Cantona', 'Steve Evets']]
Predicted Ans:    Robert Carlyle
Predicted Path:   The Wind That Shakes the Barley --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[starred_actors]--> Robert Carlyle
Path (Raw):       The Wind That Shakes the Barley --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.000567
Path Entropy(↓):  0.005241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of zero effect also directed which movies
Start Entity:     Zero Effect
Gold Answer:      [['Bad Teacher', 'Sex Tape', 'Orange County']]
Predicted Ans:    Bad Teacher
Predicted Path:   Zero Effect --[directed_by]--> Jake Kasdan --[(INV) directed_by]--> Bad Teacher
Path (Raw):       Zero Effect --[directed_by]--> Jake Kasdan --[(INV) directed_by]--> Bad Teacher --[No Operation]--> Bad Teacher
Neg LogProb(↓):   0.569674
Path Entropy(↓):  1.128368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the old fashioned way were in which genres
Start Entity:     The Old Fashioned Way
Gold Answer:      [['Comedy']]
Predicted Ans:    1938
Predicted Path:   The Old Fashioned Way --[starred_actors]--> W.C. Fields --[(INV) starred_actors]--> The Big Broadcast of 1938 --[release_year]--> 1938
Path (Raw):       The Old Fashioned Way --[starred_actors]--> W.C. Fields --[(INV) starred_actors]--> The Big Broadcast of 1938 --[release_year]--> 1938
Neg LogProb(↓):   0.112479
Path Entropy(↓):  0.427017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the whole ten yards were released in which years
Start Entity:     The Whole Ten Yards
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2015', '1984', '2007', '1998', '2009', '2010', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1997
Predicted Path:   The Whole Ten Yards --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       The Whole Ten Yards --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   0.453510
Path Entropy(↓):  1.428528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of tom ackermann
Start Entity:     Tom Ackermann
Gold Answer:      [['Everett De Roche', 'Lee David Zlotoff']]
Predicted Ans:    Tom Ackermann
Predicted Path:   Tom Ackermann --[(INV) written_by]--> Link --[written_by]--> Tom Ackermann
Path (Raw):       Tom Ackermann --[No Operation]--> Tom Ackermann --[(INV) written_by]--> Link --[written_by]--> Tom Ackermann
Neg LogProb(↓):   0.038036
Path Entropy(↓):  0.180373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Luis garcia berlanga was the director on which movies
Start Entity:     Luis García Berlanga
Gold Answer:      [['Welcome Mr. Marshall!']]
Predicted Ans:    Welcome Mr. Marshall!
Predicted Path:   Luis García Berlanga --[(INV) directed_by]--> Welcome Mr. Marshall! --[directed_by]--> Luis García Berlanga --[(INV) directed_by]--> Welcome Mr. Marshall!
Path (Raw):       Luis García Berlanga --[(INV) directed_by]--> Welcome Mr. Marshall! --[directed_by]--> Luis García Berlanga --[(INV) directed_by]--> Welcome Mr. Marshall!
Neg LogProb(↓):   0.007731
Path Entropy(↓):  0.045150
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of chaos
Start Entity:     Chaos
Gold Answer:      [['The Incite Mill', 'Ring 2', 'The Ring Two', 'Timber Falls', 'Dark Water', 'Chatroom', 'Ring']]
Predicted Ans:    Chaos
Predicted Path:   Chaos --[directed_by]--> Tony Giglio --[(INV) directed_by]--> Chaos
Path (Raw):       Chaos --[No Operation]--> Chaos --[directed_by]--> Tony Giglio --[(INV) directed_by]--> Chaos
Neg LogProb(↓):   0.020137
Path Entropy(↓):  0.102557
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by chauncey g. parker iii starred which actors
Start Entity:     Chauncey G. Parker III
Gold Answer:      [['Peter Weller']]
Predicted Ans:    Peter Weller
Predicted Path:   Chauncey G. Parker III --[(INV) written_by]--> Of Unknown Origin --[starred_actors]--> Peter Weller
Path (Raw):       Chauncey G. Parker III --[No Operation]--> Chauncey G. Parker III --[(INV) written_by]--> Of Unknown Origin --[starred_actors]--> Peter Weller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie kiss the girls
Start Entity:     Kiss the Girls
Gold Answer:      [['Walter Hill', 'Philip Kaufman', 'James Wan', 'Philip Ridley', 'Glenn Gordon Caron', 'Wolfgang Petersen', 'Rob Schmidt', 'Edward Zwick', 'Clint Eastwood', 'Lasse Hallström', 'Timur Bekmambetov', 'Paul McGuigan', 'Luc Besson', 'Louis Leterrier', 'Peter Bogdanovich', 'Joseph Kosinski', 'David J. Burke', 'William Friedkin', 'Scott Sanders', 'Richard Benjamin', 'Mimi Leder', 'Joey Lauren Adams', 'Jon Turteltaub', 'Tom Shadyac', 'Alonso Mayo', 'Alan Shapiro', 'Neil Burger', 'John Boorman', 'Simon Moore', 'Lee Tamahori', 'Charles Martin Smith', 'Stephan Elliott', 'John Penney', 'Andrew Davis', 'Jeannot Szwarc', 'Brad Silberling', 'Robert Benton', 'Mark Jonathan Harris', 'Jim Abrahams', 'Mikael Salomon', 'Steven Spielberg', 'John G. Avildsen', 'Pen Densham', 'Glenn Jordan', 'Sandra Nettelbeck', 'David Lickley', 'Mark Steven Johnson', 'John McNaughton', 'Stephen Hopkins', 'John Patrick Kelley', 'Rob Minkoff', 'Neil LaBute', 'Frank Darabont', 'Carl Franklin', 'Seth Michael Donsky', 'Matt Williams', 'Bruce Beresford', 'Rob Reiner']]
Predicted Ans:    Tom Shadyac
Predicted Path:   Kiss the Girls --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Path (Raw):       Kiss the Girls --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Neg LogProb(↓):   0.670628
Path Entropy(↓):  1.922255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the sundowners
Start Entity:     The Sundowners
Gold Answer:      [['Fred Zinnemann']]
Predicted Ans:    Fred Zinnemann
Predicted Path:   The Sundowners --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Seventh Cross --[directed_by]--> Fred Zinnemann
Path (Raw):       The Sundowners --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Seventh Cross --[directed_by]--> Fred Zinnemann
Neg LogProb(↓):   0.421876
Path Entropy(↓):  0.971720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the 47 ronin
Start Entity:     The 47 Ronin
Gold Answer:      [['Kinuyo Tanaka', 'Masayuki Mori']]
Predicted Ans:    Kinuyo Tanaka
Predicted Path:   The 47 Ronin --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> The Life of Oharu --[starred_actors]--> Kinuyo Tanaka
Path (Raw):       The 47 Ronin --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> The Life of Oharu --[starred_actors]--> Kinuyo Tanaka
Neg LogProb(↓):   0.001648
Path Entropy(↓):  0.013836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by amy madigan
Start Entity:     Amy Madigan
Gold Answer:      [['Drama', 'Horror', 'Fantasy', 'Western']]
Predicted Ans:    Horror
Predicted Path:   Amy Madigan --[(INV) starred_actors]--> The Dark Half --[has_genre]--> Horror
Path (Raw):       Amy Madigan --[No Operation]--> Amy Madigan --[(INV) starred_actors]--> The Dark Half --[has_genre]--> Horror
Neg LogProb(↓):   0.217987
Path Entropy(↓):  0.568173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with cemetery junction fall under
Start Entity:     Cemetery Junction
Gold Answer:      [['Fantasy', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Cemetery Junction --[starred_actors]--> Ricky Gervais --[(INV) starred_actors]--> The Invention of Lying --[has_genre]--> Comedy
Path (Raw):       Cemetery Junction --[starred_actors]--> Ricky Gervais --[(INV) starred_actors]--> The Invention of Lying --[has_genre]--> Comedy
Neg LogProb(↓):   0.002974
Path Entropy(↓):  0.022469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of horst buchholz acted films
Start Entity:     Horst Buchholz
Gold Answer:      [['Billy Wilder', 'Breck Eisner']]
Predicted Ans:    Billy Wilder
Predicted Path:   Horst Buchholz --[(INV) starred_actors]--> One, Two, Three --[directed_by]--> Billy Wilder
Path (Raw):       Horst Buchholz --[No Operation]--> Horst Buchholz --[(INV) starred_actors]--> One, Two, Three --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.097522
Path Entropy(↓):  0.309242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by scott derrickson were written by who
Start Entity:     Scott Derrickson
Gold Answer:      [['Edmund H. North', 'C. Robert Cargill', 'Paul Harris Boardman', 'Harry Bates', 'Lisa Collier Cool', 'Ralph Sarchie']]
Predicted Ans:    Edmund H. North
Predicted Path:   Scott Derrickson --[(INV) directed_by]--> The Day the Earth Stood Still --[written_by]--> Edmund H. North
Path (Raw):       Scott Derrickson --[No Operation]--> Scott Derrickson --[(INV) directed_by]--> The Day the Earth Stood Still --[written_by]--> Edmund H. North
Neg LogProb(↓):   0.694867
Path Entropy(↓):  0.706436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie ruby sparks are written by who
Start Entity:     Ruby Sparks
Gold Answer:      [['Michael Arndt']]
Predicted Ans:    Zoe Kazan
Predicted Path:   Ruby Sparks --[directed_by]--> Valerie Faris --[(INV) directed_by]--> Ruby Sparks --[written_by]--> Zoe Kazan
Path (Raw):       Ruby Sparks --[directed_by]--> Valerie Faris --[(INV) directed_by]--> Ruby Sparks --[written_by]--> Zoe Kazan
Neg LogProb(↓):   0.001153
Path Entropy(↓):  0.009058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with lorraine hansberry
Start Entity:     Lorraine Hansberry
Gold Answer:      [['Paris Qualles']]
Predicted Ans:    Lorraine Hansberry
Predicted Path:   Lorraine Hansberry --[(INV) written_by]--> A Raisin in the Sun --[written_by]--> Lorraine Hansberry
Path (Raw):       Lorraine Hansberry --[No Operation]--> Lorraine Hansberry --[(INV) written_by]--> A Raisin in the Sun --[written_by]--> Lorraine Hansberry
Neg LogProb(↓):   1.577477
Path Entropy(↓):  1.727875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the film the babymakers
Start Entity:     The Babymakers
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Babymakers --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       The Babymakers --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.067065
Path Entropy(↓):  4.417695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of at the earth's core
Start Entity:     At the Earth's Core
Gold Answer:      [['Tony Goldwyn', 'Casper Van Dien', 'Glenn Close', "Maureen O'Sullivan", 'Brian Blessed', 'Patrick Wayne', 'Doug McClure', 'Julie Bishop', 'Buster Crabbe', 'Gordon Scott', 'Willem Dafoe', 'Kellan Lutz', 'Lex Barker', 'Neil Hamilton', 'Brenda Joyce', 'Minnie Driver', 'Jaime Ray Newman', 'Spencer Locke', 'Jane March', 'Taylor Kitsch', 'Susan Penhaligon', 'Lynn Collins', 'Richard Harris', 'Samantha Morton', 'Evelyn Ankers', 'Elmo Lincoln', 'Johnny Weissmuller', 'Albert Dekker', 'Bo Derek', 'John Phillip Law', "Miles O'Keeffe", 'Steven Waddington', 'Anthony Quayle', 'John McEnery', 'C. Aubrey Smith', 'Keith Barron']]
Predicted Ans:    Doug McClure
Predicted Path:   At the Earth's Core --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[starred_actors]--> Doug McClure
Path (Raw):       At the Earth's Core --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[starred_actors]--> Doug McClure
Neg LogProb(↓):   0.001985
Path Entropy(↓):  0.018100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is forgetting sarah marshall
Start Entity:     Forgetting Sarah Marshall
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Forgetting Sarah Marshall --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Forgetting Sarah Marshall --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.657257
Path Entropy(↓):  5.131910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of taylor kitsch starred movies
Start Entity:     Taylor Kitsch
Gold Answer:      [['Steven Silver', 'James Ivory', 'Edgar Rice Burroughs', 'Peter Berg', 'João Silva', "Michael O'Donoghue", 'Oliver Stone', 'Shane Salerno', 'Mark Andrews', 'Don Winslow', 'Ken Scott', 'Michael Dowse', 'Michael Chabon', 'Andrew Stanton', 'Patrick Robinson', 'Marcus Luttrell', 'Greg Marinovich']]
Predicted Ans:    Patrick Robinson
Predicted Path:   Taylor Kitsch --[(INV) starred_actors]--> Lone Survivor --[written_by]--> Patrick Robinson
Path (Raw):       Taylor Kitsch --[No Operation]--> Taylor Kitsch --[(INV) starred_actors]--> Lone Survivor --[written_by]--> Patrick Robinson
Neg LogProb(↓):   0.206628
Path Entropy(↓):  0.523608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by thomas gomez were in which genres
Start Entity:     Thomas Gomez
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Thomas Gomez --[(INV) starred_actors]--> Ride the Pink Horse --[has_genre]--> Drama
Path (Raw):       Thomas Gomez --[No Operation]--> Thomas Gomez --[(INV) starred_actors]--> Ride the Pink Horse --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of bikini beach starred who
Start Entity:     Bikini Beach
Gold Answer:      [['Frankie Avalon', 'Annette Funicello']]
Predicted Ans:    Annette Funicello
Predicted Path:   Bikini Beach --[directed_by]--> William Asher --[(INV) directed_by]--> Beach Blanket Bingo --[starred_actors]--> Annette Funicello
Path (Raw):       Bikini Beach --[directed_by]--> William Asher --[(INV) directed_by]--> Beach Blanket Bingo --[starred_actors]--> Annette Funicello
Neg LogProb(↓):   0.980070
Path Entropy(↓):  1.325991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was jason mantzoukas the writer of
Start Entity:     Jason Mantzoukas
Gold Answer:      [['Ride Along']]
Predicted Ans:    Ride Along
Predicted Path:   Jason Mantzoukas --[(INV) written_by]--> Ride Along --[written_by]--> Jason Mantzoukas --[(INV) written_by]--> Ride Along
Path (Raw):       Jason Mantzoukas --[(INV) written_by]--> Ride Along --[written_by]--> Jason Mantzoukas --[(INV) written_by]--> Ride Along
Neg LogProb(↓):   0.128843
Path Entropy(↓):  0.440863
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film free zone were in which genres
Start Entity:     Free Zone
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Free Zone --[directed_by]--> Amos Gitai --[(INV) directed_by]--> Alila --[has_genre]--> Drama
Path (Raw):       Free Zone --[directed_by]--> Amos Gitai --[(INV) directed_by]--> Alila --[has_genre]--> Drama
Neg LogProb(↓):   0.003871
Path Entropy(↓):  0.025865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film southland tales
Start Entity:     Southland Tales
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Southland Tales --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Southland Tales --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.947034
Path Entropy(↓):  4.657986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by claude goretta fall under
Start Entity:     Claude Goretta
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Claude Goretta --[(INV) directed_by]--> The Lacemaker --[has_genre]--> Drama
Path (Raw):       Claude Goretta --[No Operation]--> Claude Goretta --[(INV) directed_by]--> The Lacemaker --[has_genre]--> Drama
Neg LogProb(↓):   0.002244
Path Entropy(↓):  0.015930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by animals united writers release
Start Entity:     Animals United
Gold Answer:      [['1961', '1998', '1999', '2013']]
Predicted Ans:    1999
Predicted Path:   Animals United --[written_by]--> Reinhard Klooss --[(INV) written_by]--> Tarzan --[release_year]--> 1999
Path (Raw):       Animals United --[written_by]--> Reinhard Klooss --[(INV) written_by]--> Tarzan --[release_year]--> 1999
Neg LogProb(↓):   0.595167
Path Entropy(↓):  0.809531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in easier with practice
Start Entity:     Easier with Practice
Gold Answer:      [['Mark Boal', 'David Wain', 'Michael Showalter']]
Predicted Ans:    David Wain
Predicted Path:   Easier with Practice --[starred_actors]--> Marguerite Moreau --[(INV) starred_actors]--> Wet Hot American Summer --[written_by]--> David Wain
Path (Raw):       Easier with Practice --[starred_actors]--> Marguerite Moreau --[(INV) starred_actors]--> Wet Hot American Summer --[written_by]--> David Wain
Neg LogProb(↓):   0.239454
Path Entropy(↓):  0.740740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by bruce rubenstein were released in which years
Start Entity:     Bruce Rubenstein
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Bruce Rubenstein --[(INV) written_by]--> Bullet --[release_year]--> 1996
Path (Raw):       Bruce Rubenstein --[No Operation]--> Bruce Rubenstein --[(INV) written_by]--> Bullet --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of the ghost and the darkness
Start Entity:     The Ghost and the Darkness
Gold Answer:      [['It Runs in the Family', 'Thunderheart', 'Batman Forever', 'Streets of Blood', 'Shining Through', 'Romancing the Stone', 'Wonderland', 'Played', 'Heat', 'The Traveler', 'The Game', 'Running', 'At First Sight', 'Kiss Kiss Bang Bang', 'Tombstone', 'Solitary Man', 'Twixt', 'MacGruber', 'Top Gun', 'Wings of Courage', 'The Sentinel', 'The War of the Roses', 'The In-Laws', 'The Real McCoy', 'True Romance', 'The Thaw', "One Night at McCool's", 'Wonder Boys', 'Last Vegas', 'The Saint', "Don't Say a Word", 'A Perfect Murder', 'Blood Out', 'Falling Down', 'Napoleon and Samantha', 'Fatal Attraction', 'Disclosure', 'The Island of Dr. Moreau', 'Red Planet', 'The American President', 'King of California', 'The China Syndrome', 'Blind Horizon', 'Spartan', 'The Doors', 'The Star Chamber', 'Trumbo', 'Beyond a Reasonable Doubt', 'Ghosts of Girlfriends Past', 'Conspiracy', 'The Jewel of the Nile', 'Kill the Irishman', 'The Salton Sea', 'Black Rain', 'Willow', 'Basic Instinct', 'Coma', 'And So It Goes', 'Real Genius']]
Predicted Ans:    Beyond a Reasonable Doubt
Predicted Path:   The Ghost and the Darkness --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Path (Raw):       The Ghost and the Darkness --[starred_actors]--> Michael Douglas --[No Operation]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Neg LogProb(↓):   1.227482
Path Entropy(↓):  1.998049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie calamari union were in which languages
Start Entity:     Calamari Union
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Calamari Union --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       Calamari Union --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.085272
Path Entropy(↓):  0.367109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the star
Start Entity:     The Star
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '2008', '1936', '2006', '1935', '1979', '1941', '1968', '1963', '1939', '1933', '1957', '1951', '1973', '2014', '1932', '1956', '1943', '1983', '1972', '1940', '1938', '1942', '2012', '1961', '1955', '1962', '1934', '1978', '1964', '1949', '1966', '1950', '1960', '1929', '1965', '1945', '1987', '1937', '1958']]
Predicted Ans:    2008
Predicted Path:   The Star --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       The Star --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   0.944671
Path Entropy(↓):  2.347116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by jeremy sandford
Start Entity:     Jeremy Sandford
Gold Answer:      [['Ken Loach']]
Predicted Ans:    Ken Loach
Predicted Path:   Jeremy Sandford --[(INV) written_by]--> Cathy Come Home --[directed_by]--> Ken Loach
Path (Raw):       Jeremy Sandford --[No Operation]--> Jeremy Sandford --[(INV) written_by]--> Cathy Come Home --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by david l. watts were released in which years
Start Entity:     David L. Watts
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   David L. Watts --[(INV) written_by]--> Max Keeble's Big Move --[release_year]--> 2001
Path (Raw):       David L. Watts --[No Operation]--> David L. Watts --[(INV) written_by]--> Max Keeble's Big Move --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie phantasm ii are written by who
Start Entity:     Phantasm II
Gold Answer:      [['Glenn McQuaid', 'Vito Trabucco', 'Don Coscarelli']]
Predicted Ans:    Don Coscarelli
Predicted Path:   Phantasm II --[starred_actors]--> Reggie Bannister --[(INV) starred_actors]--> Phantasm --[written_by]--> Don Coscarelli
Path (Raw):       Phantasm II --[starred_actors]--> Reggie Bannister --[(INV) starred_actors]--> Phantasm --[written_by]--> Don Coscarelli
Neg LogProb(↓):   0.524050
Path Entropy(↓):  0.725923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie gloria
Start Entity:     Gloria
Gold Answer:      [['Peter Milne', 'Waldo Salt', 'Israel Zangwill', 'Paddy Chayefsky', 'William F. Brown', 'Meade Roberts', 'Lawrence Sanders', 'Moura Budberg', 'David Mamet', 'Kelly Masterson', 'Milcho Manchevski', 'Anton Chekhov', 'John Hopkins', 'Herbert Sargent', 'Wallace Markfield', 'Ira Levin', 'Naomi Foner', 'Tom Fontana', 'John Cassavetes', 'Harvey Wheeler', 'Tennessee Williams', 'Joel Schumacher', 'Robert Daley', 'Agatha Christie', 'Peter Shaffer', 'Andrew Bergman', 'Eugene Burdick', 'David Himmelstein', 'Morton S. Fine', 'David Friedkin', 'Jay Presson Allen', 'Sidney Lumet', 'P.F. Kluge', 'Frank Pierson', 'Dave Barry', 'Reginald Rose', 'Larry Cohen', 'Vincent Patrick', 'Barry Reed', 'L. Frank Baum', 'Abby Mann', 'Richard Dooling', 'Mary McCarthy', 'Edward Lewis Wallant', 'Norman Wexler', 'Peter Maas']]
Predicted Ans:    John Cassavetes
Predicted Path:   Gloria --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[written_by]--> John Cassavetes
Path (Raw):       Gloria --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.905733
Path Entropy(↓):  1.414686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie some mother's son
Start Entity:     Some Mother's Son
Gold Answer:      [['Terry George', 'Neil Sheehan', 'Keir Pearson', 'John Burnham Schwartz']]
Predicted Ans:    Jim Sheridan
Predicted Path:   Some Mother's Son --[directed_by]--> Terry George --[(INV) directed_by]--> Some Mother's Son --[written_by]--> Jim Sheridan
Path (Raw):       Some Mother's Son --[directed_by]--> Terry George --[(INV) directed_by]--> Some Mother's Son --[written_by]--> Jim Sheridan
Neg LogProb(↓):   0.283422
Path Entropy(↓):  0.857700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films nausicaa of the valley of the wind are written by who
Start Entity:     Nausicaä of the Valley of the Wind
Gold Answer:      [['Takashi Shimizu', 'Diana Wynne Jones', 'Eiko Kadono', 'Monkey Punch', 'Hayao Miyazaki']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Nausicaä of the Valley of the Wind --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Castle in the Sky --[directed_by]--> Hayao Miyazaki
Path (Raw):       Nausicaä of the Valley of the Wind --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Castle in the Sky --[directed_by]--> Hayao Miyazaki
Neg LogProb(↓):   1.010239
Path Entropy(↓):  2.111651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by federico fellini released
Start Entity:     Federico Fellini
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Federico Fellini --[(INV) starred_actors]--> The Clowns --[release_year]--> 1970
Path (Raw):       Federico Fellini --[No Operation]--> Federico Fellini --[(INV) starred_actors]--> The Clowns --[release_year]--> 1970
Neg LogProb(↓):   0.545173
Path Entropy(↓):  0.680471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the zouzou director
Start Entity:     Zouzou
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Zouzou --[directed_by]--> Marc Allégret --[(INV) directed_by]--> Fanny --[has_genre]--> Drama
Path (Raw):       Zouzou --[directed_by]--> Marc Allégret --[(INV) directed_by]--> Fanny --[has_genre]--> Drama
Neg LogProb(↓):   0.693149
Path Entropy(↓):  0.693172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie island in the sun
Start Entity:     Island in the Sun
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Island in the Sun --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Island in the Sun --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.673250
Path Entropy(↓):  4.782680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by john buell
Start Entity:     John Buell
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   John Buell --[(INV) written_by]--> The Pyx --[has_genre]--> Thriller
Path (Raw):       John Buell --[No Operation]--> John Buell --[(INV) written_by]--> The Pyx --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of the cat's meow
Start Entity:     The Cat's Meow
Gold Answer:      [['All Good Things', 'Crazy/Beautiful', 'Bring It On', 'Saw', 'Melancholia', 'Dick', 'The Two Faces of January', 'The Alphabet Killer', 'Hot Shots!', 'True Heart', 'Kiss the Girls', 'Spider-Man', 'Upside Down', 'Bachelorette', 'The Pentagon Wars', 'The Wild', 'Reds', 'Elizabethtown', 'The Story of Luke', 'The Crush', 'Mona Lisa Smile', 'Hellgate', 'Quest for Camelot', 'The Virgin Suicides', 'Get Over It', 'Lost Christmas', 'Big Business', 'Wimbledon', 'Spider-Man 3', 'Glory', "All the Queen's Men", 'Jumanji', 'Spider-Man 2', 'Drop Dead Gorgeous', 'Circus']]
Predicted Ans:    Circus
Predicted Path:   The Cat's Meow --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Circus
Path (Raw):       The Cat's Meow --[starred_actors]--> Eddie Izzard --[No Operation]--> Eddie Izzard --[(INV) starred_actors]--> Circus
Neg LogProb(↓):   0.515689
Path Entropy(↓):  1.312127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie spirits of the dead
Start Entity:     Spirits of the Dead
Gold Answer:      [['1970', '2008', '2003', '1959', '1993', '1985', '1967', '1979', '1984', '1977', '2007', '1968', '1963', '2009', '1973', '1994', '1971', '1989', '1981', '1955', '2011', '1986', '1962', '1988', '1978', '1975', '1966', '1960', '2005', '1965', '1999', '1987', '1969']]
Predicted Ans:    1968
Predicted Path:   Spirits of the Dead --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[release_year]--> 1968
Path (Raw):       Spirits of the Dead --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[release_year]--> 1968
Neg LogProb(↓):   0.218141
Path Entropy(↓):  0.720643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed gold diggers of 1933
Start Entity:     Gold Diggers of 1933
Gold Answer:      [['Romance', 'Family', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Gold Diggers of 1933 --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       Gold Diggers of 1933 --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   0.915011
Path Entropy(↓):  1.969961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does baby peggy appear in
Start Entity:     Baby Peggy
Gold Answer:      [['Captain January']]
Predicted Ans:    Between Heaven and Hell
Predicted Path:   Baby Peggy --[(INV) starred_actors]--> Captain January --[starred_actors]--> Buddy Ebsen --[(INV) starred_actors]--> Between Heaven and Hell
Path (Raw):       Baby Peggy --[(INV) starred_actors]--> Captain January --[starred_actors]--> Buddy Ebsen --[(INV) starred_actors]--> Between Heaven and Hell
Neg LogProb(↓):   0.031429
Path Entropy(↓):  0.156451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by drue leyton
Start Entity:     Drue Leyton
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Drue Leyton --[(INV) starred_actors]--> Charlie Chan in London --[has_genre]--> Mystery
Path (Raw):       Drue Leyton --[No Operation]--> Drue Leyton --[(INV) starred_actors]--> Charlie Chan in London --[has_genre]--> Mystery
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor nicholle tom starred together with who
Start Entity:     Nicholle Tom
Gold Answer:      [['Bonnie Hunt', 'Charles Grodin', 'Dean Jones']]
Predicted Ans:    Dean Jones
Predicted Path:   Nicholle Tom --[(INV) starred_actors]--> Beethoven --[starred_actors]--> Dean Jones
Path (Raw):       Nicholle Tom --[No Operation]--> Nicholle Tom --[(INV) starred_actors]--> Beethoven --[starred_actors]--> Dean Jones
Neg LogProb(↓):   0.002469
Path Entropy(↓):  0.018541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of boy on a dolphin
Start Entity:     Boy on a Dolphin
Gold Answer:      [['1946', '1964', '1997', '1948', '1954', '1944', '1950', '1989', '1959', '1953', '1955', '1952']]
Predicted Ans:    1950
Predicted Path:   Boy on a Dolphin --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home --[release_year]--> 1950
Path (Raw):       Boy on a Dolphin --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home --[release_year]--> 1950
Neg LogProb(↓):   1.648666
Path Entropy(↓):  2.205308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed this is elvis
Start Entity:     This Is Elvis
Gold Answer:      [['Andrew Solt', 'Malcolm Leo']]
Predicted Ans:    Malcolm Leo
Predicted Path:   This Is Elvis --[directed_by]--> Malcolm Leo --[(INV) directed_by]--> It Came from Hollywood --[directed_by]--> Malcolm Leo
Path (Raw):       This Is Elvis --[directed_by]--> Malcolm Leo --[(INV) directed_by]--> It Came from Hollywood --[directed_by]--> Malcolm Leo
Neg LogProb(↓):   0.009456
Path Entropy(↓):  0.054156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the man who never was also directed which movies
Start Entity:     The Man Who Never Was
Gold Answer:      [['The Odessa File', 'First Monday in October', 'Meteor', 'Tunes of Glory', 'The Prime of Miss Jean Brodie', "The Horse's Mouth", 'The Chalk Garden', 'Hopscotch', 'Scrooge', 'Gambit', 'The Poseidon Adventure']]
Predicted Ans:    Scrooge
Predicted Path:   The Man Who Never Was --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Scrooge
Path (Raw):       The Man Who Never Was --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Scrooge --[No Operation]--> Scrooge
Neg LogProb(↓):   1.260506
Path Entropy(↓):  1.886620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did christopher barzak write
Start Entity:     Christopher Barzak
Gold Answer:      [['Jamie Marks Is Dead']]
Predicted Ans:    Jamie Marks Is Dead
Predicted Path:   Christopher Barzak --[(INV) written_by]--> Jamie Marks Is Dead --[written_by]--> Carter Smith --[(INV) written_by]--> Jamie Marks Is Dead
Path (Raw):       Christopher Barzak --[(INV) written_by]--> Jamie Marks Is Dead --[written_by]--> Carter Smith --[(INV) written_by]--> Jamie Marks Is Dead
Neg LogProb(↓):   0.029204
Path Entropy(↓):  0.130480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in old acquaintance
Start Entity:     Old Acquaintance
Gold Answer:      [['French', 'English', 'Welsh']]
Predicted Ans:    French
Predicted Path:   Old Acquaintance --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Path (Raw):       Old Acquaintance --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Neg LogProb(↓):   0.006097
Path Entropy(↓):  0.044181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by cornelis actors release
Start Entity:     Cornelis
Gold Answer:      [['2013']]
Predicted Ans:    2010
Predicted Path:   Cornelis --[starred_actors]--> David Dencik --[(INV) starred_actors]--> Cornelis --[release_year]--> 2010
Path (Raw):       Cornelis --[starred_actors]--> David Dencik --[(INV) starred_actors]--> Cornelis --[release_year]--> 2010
Neg LogProb(↓):   0.369299
Path Entropy(↓):  0.618801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed the trumpet of the swan
Start Entity:     The Trumpet of the Swan
Gold Answer:      [['Adventure', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   The Trumpet of the Swan --[directed_by]--> Richard Rich --[(INV) directed_by]--> The Black Cauldron --[has_genre]--> Adventure
Path (Raw):       The Trumpet of the Swan --[directed_by]--> Richard Rich --[(INV) directed_by]--> The Black Cauldron --[has_genre]--> Adventure
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote two moon junction
Start Entity:     Two Moon Junction
Gold Answer:      [['Zalman King']]
Predicted Ans:    Zalman King
Predicted Path:   Two Moon Junction --[written_by]--> Zalman King --[(INV) written_by]--> In God's Hands --[written_by]--> Zalman King
Path (Raw):       Two Moon Junction --[written_by]--> Zalman King --[(INV) written_by]--> In God's Hands --[written_by]--> Zalman King
Neg LogProb(↓):   0.000659
Path Entropy(↓):  0.005785
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by gore vidal were directed by who
Start Entity:     Gore Vidal
Gold Answer:      [['Michael Sarne', 'Tinto Brass', 'Franklin J. Schaffner', 'Malcolm D. Lee', 'Arthur Penn', 'Bob Guccione', 'Giancarlo Lui', 'Richard Brooks', 'Pupi Avati', 'Joseph L. Mankiewicz']]
Predicted Ans:    Franklin J. Schaffner
Predicted Path:   Gore Vidal --[(INV) written_by]--> The Best Man --[directed_by]--> Franklin J. Schaffner
Path (Raw):       Gore Vidal --[No Operation]--> Gore Vidal --[(INV) written_by]--> The Best Man --[directed_by]--> Franklin J. Schaffner
Neg LogProb(↓):   0.332305
Path Entropy(↓):  0.887092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie hell's angels
Start Entity:     Hell's Angels
Gold Answer:      [['Wallace Sullivan', 'Mack Crane', 'Caroline Francke', 'Grace Perkins', 'Philip Klein', 'John Bright', 'Kubec Glasmon', 'Wilson Collison', 'Dorothy Parker', 'Jo Swerling', 'Howard Emmett Rogers', 'George Oppenheimer', 'Crosbie Garstin', 'Charles Kenyon', 'Edna Ferber', 'Donald Ogden Stewart', 'Gillian Slovo', 'Herman J. Mankiewicz', 'Faith Baldwin', 'Anita Loos', 'George S. Kaufman', 'Jules Furthman', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Frances Marion', 'Maurine Dallas Watkins']]
Predicted Ans:    Anita Loos
Predicted Path:   Hell's Angels --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Red-Headed Woman --[written_by]--> Anita Loos
Path (Raw):       Hell's Angels --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Red-Headed Woman --[written_by]--> Anita Loos
Neg LogProb(↓):   0.854384
Path Entropy(↓):  1.352862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by andre de toth
Start Entity:     André De Toth
Gold Answer:      [['Henry King']]
Predicted Ans:    André De Toth
Predicted Path:   André De Toth --[(INV) directed_by]--> Pitfall --[directed_by]--> André De Toth
Path (Raw):       André De Toth --[No Operation]--> André De Toth --[(INV) directed_by]--> Pitfall --[directed_by]--> André De Toth
Neg LogProb(↓):   0.245882
Path Entropy(↓):  0.704616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that have the same actor of mr. troop mom
Start Entity:     Mr. Troop Mom
Gold Answer:      [['Spare Parts', 'Marmaduke', 'Afternoon Delight', 'Sleepover', 'Wreck-It Ralph', 'Balls of Fury', 'Adventures of Power', 'Another Cinderella Story']]
Predicted Ans:    Mr. Troop Mom
Predicted Path:   Mr. Troop Mom --[starred_actors]--> Jane Lynch --[(INV) starred_actors]--> Mr. Troop Mom
Path (Raw):       Mr. Troop Mom --[starred_actors]--> Jane Lynch --[No Operation]--> Jane Lynch --[(INV) starred_actors]--> Mr. Troop Mom
Neg LogProb(↓):   0.167673
Path Entropy(↓):  0.547589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for link
Start Entity:     Link
Gold Answer:      [['Tom Ackermann', 'Lee David Zlotoff', 'Everett De Roche']]
Predicted Ans:    Tom Ackermann
Predicted Path:   Link --[written_by]--> Tom Ackermann --[(INV) written_by]--> Link --[written_by]--> Tom Ackermann
Path (Raw):       Link --[written_by]--> Tom Ackermann --[(INV) written_by]--> Link --[written_by]--> Tom Ackermann
Neg LogProb(↓):   0.032217
Path Entropy(↓):  0.180897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by melissa mccarthy released
Start Entity:     Melissa McCarthy
Gold Answer:      [['2014']]
Predicted Ans:    Tammy
Predicted Path:   Melissa McCarthy --[(INV) written_by]--> Tammy --[written_by]--> Ben Falcone --[(INV) written_by]--> Tammy
Path (Raw):       Melissa McCarthy --[(INV) written_by]--> Tammy --[written_by]--> Ben Falcone --[(INV) written_by]--> Tammy
Neg LogProb(↓):   0.320486
Path Entropy(↓):  0.757712
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the film the tailor of panama
Start Entity:     The Tailor of Panama
Gold Answer:      [['John Boorman', 'Andrew Davies', 'John le Carré']]
Predicted Ans:    John Boorman
Predicted Path:   The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> The Tiger's Tail --[written_by]--> John Boorman
Path (Raw):       The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> The Tiger's Tail --[written_by]--> John Boorman
Neg LogProb(↓):   0.093691
Path Entropy(↓):  0.343216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jason marsden acted films
Start Entity:     Jason Marsden
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Jason Marsden --[(INV) starred_actors]--> How to Make a Monster --[release_year]--> 2001
Path (Raw):       Jason Marsden --[No Operation]--> Jason Marsden --[(INV) starred_actors]--> How to Make a Monster --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by jesper ganslandt were released in which years
Start Entity:     Jesper Ganslandt
Gold Answer:      [['2009', '1940']]
Predicted Ans:    1940
Predicted Path:   Jesper Ganslandt --[(INV) written_by]--> The Ape --[release_year]--> 1940
Path (Raw):       Jesper Ganslandt --[No Operation]--> Jesper Ganslandt --[(INV) written_by]--> The Ape --[release_year]--> 1940
Neg LogProb(↓):   0.069013
Path Entropy(↓):  0.245339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of bee season
Start Entity:     Bee Season
Gold Answer:      [['Scott McGehee', 'David Siegel', 'Henry James']]
Predicted Ans:    Scott McGehee
Predicted Path:   Bee Season --[directed_by]--> Scott McGehee --[(INV) directed_by]--> Uncertainty --[written_by]--> Scott McGehee
Path (Raw):       Bee Season --[directed_by]--> Scott McGehee --[(INV) directed_by]--> Uncertainty --[written_by]--> Scott McGehee
Neg LogProb(↓):   0.757877
Path Entropy(↓):  1.483461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by suso cecchi d'amico
Start Entity:     Suso Cecchi D'Amico
Gold Answer:      [['Melville Shavelson']]
Predicted Ans:    Melville Shavelson
Predicted Path:   Suso Cecchi D'Amico --[(INV) written_by]--> It Started in Naples --[directed_by]--> Melville Shavelson
Path (Raw):       Suso Cecchi D'Amico --[No Operation]--> Suso Cecchi D'Amico --[(INV) written_by]--> It Started in Naples --[directed_by]--> Melville Shavelson
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the sheltering sky
Start Entity:     The Sheltering Sky
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   The Sheltering Sky --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[has_genre]--> Drama
Path (Raw):       The Sheltering Sky --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[has_genre]--> Drama
Neg LogProb(↓):   0.001784
Path Entropy(↓):  0.015922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote war of the buttons
Start Entity:     War of the Buttons
Gold Answer:      [['Louis Pergaud', 'Yves Robert']]
Predicted Ans:    Yves Robert
Predicted Path:   War of the Buttons --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[written_by]--> Yves Robert
Path (Raw):       War of the Buttons --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[written_by]--> Yves Robert
Neg LogProb(↓):   0.000143
Path Entropy(↓):  0.001413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of logan's run
Start Entity:     Logan's Run
Gold Answer:      [['Sam Peckinpah', 'Rod Lurie']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Logan's Run --[written_by]--> David Zelag Goodman --[(INV) written_by]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Path (Raw):       Logan's Run --[written_by]--> David Zelag Goodman --[(INV) written_by]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.789738
Path Entropy(↓):  0.945022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of widows'peak
Start Entity:     Widows' Peak
Gold Answer:      [['Ghost Story', 'The Fourth Angel', 'Raw Deal', 'Turtle Diary', 'The Dogs of War', 'City of Industry', 'Shiner', 'When Trumpets Fade', 'Next of Kin', 'A Month by the Lake', 'Hamburger Hill']]
Predicted Ans:    Next of Kin
Predicted Path:   Widows' Peak --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin
Path (Raw):       Widows' Peak --[No Operation]--> Widows' Peak --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin
Neg LogProb(↓):   0.204579
Path Entropy(↓):  0.762280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of downhill racer
Start Entity:     Downhill Racer
Gold Answer:      [['Lukas Haas', 'Robert Mitchum', 'Lennart Jähkel', 'Rolf Lassgård', 'Robert Wagner', 'Winona Ryder']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Downhill Racer --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Path (Raw):       Downhill Racer --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.002591
Path Entropy(↓):  0.020189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of beeswax
Start Entity:     Beeswax
Gold Answer:      [['Mutual Appreciation', 'Computer Chess']]
Predicted Ans:    Beeswax
Predicted Path:   Beeswax --[written_by]--> Andrew Bujalski --[(INV) written_by]--> Beeswax
Path (Raw):       Beeswax --[No Operation]--> Beeswax --[written_by]--> Andrew Bujalski --[(INV) written_by]--> Beeswax
Neg LogProb(↓):   0.385895
Path Entropy(↓):  0.709596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by atiq rahimi
Start Entity:     Atiq Rahimi
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Atiq Rahimi --[(INV) directed_by]--> The Patience Stone --[has_genre]--> Drama
Path (Raw):       Atiq Rahimi --[No Operation]--> Atiq Rahimi --[(INV) directed_by]--> The Patience Stone --[has_genre]--> Drama
Neg LogProb(↓):   0.009846
Path Entropy(↓):  0.055192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did peter kastner star in
Start Entity:     Peter Kastner
Gold Answer:      [["You're a Big Boy Now"]]
Predicted Ans:    A Patch of Blue
Predicted Path:   Peter Kastner --[(INV) starred_actors]--> You're a Big Boy Now --[starred_actors]--> Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue
Path (Raw):       Peter Kastner --[(INV) starred_actors]--> You're a Big Boy Now --[starred_actors]--> Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue
Neg LogProb(↓):   0.026393
Path Entropy(↓):  0.147152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed uptown girls
Start Entity:     Uptown Girls
Gold Answer:      [['Todd Haynes', 'Boaz Yakin', 'Gregory Allen Howard']]
Predicted Ans:    Julia Dahl
Predicted Path:   Uptown Girls --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Uptown Girls --[written_by]--> Julia Dahl
Path (Raw):       Uptown Girls --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Uptown Girls --[written_by]--> Julia Dahl
Neg LogProb(↓):   0.705441
Path Entropy(↓):  1.519675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe the reivers in a few words
Start Entity:     The Reivers
Gold Answer:      [['william faulkner']]
Predicted Ans:    william faulkner
Predicted Path:   The Reivers --[has_tags]--> william faulkner --[(INV) has_tags]--> Intruder in the Dust --[has_tags]--> william faulkner
Path (Raw):       The Reivers --[has_tags]--> william faulkner --[(INV) has_tags]--> Intruder in the Dust --[has_tags]--> william faulkner
Neg LogProb(↓):   0.202019
Path Entropy(↓):  0.600951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the night of the generals
Start Entity:     The Night of the Generals
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   The Night of the Generals --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> All This, and Heaven Too --[in_language]--> French
Path (Raw):       The Night of the Generals --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> All This, and Heaven Too --[in_language]--> French
Neg LogProb(↓):   0.056534
Path Entropy(↓):  0.245413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of bride of chucky
Start Entity:     Bride of Chucky
Gold Answer:      [['David Wu', 'Ronny Yu', 'Rafael Yglesias']]
Predicted Ans:    Rafael Yglesias
Predicted Path:   Bride of Chucky --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Fearless --[written_by]--> Rafael Yglesias
Path (Raw):       Bride of Chucky --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Fearless --[written_by]--> Rafael Yglesias
Neg LogProb(↓):   0.649608
Path Entropy(↓):  1.316491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the portrait of a lady were in which genres
Start Entity:     The Portrait of a Lady
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Portrait of a Lady --[written_by]--> Henry James --[(INV) written_by]--> The Golden Bowl --[has_genre]--> Drama
Path (Raw):       The Portrait of a Lady --[written_by]--> Henry James --[(INV) written_by]--> The Golden Bowl --[has_genre]--> Drama
Neg LogProb(↓):   0.257007
Path Entropy(↓):  0.813954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of friendly persuasion
Start Entity:     Friendly Persuasion
Gold Answer:      [['Tim Burton', 'Herbert J. Biberman', 'George Stevens', 'Franklin J. Schaffner', 'Joseph L. Mankiewicz', 'David Lean']]
Predicted Ans:    William Wyler
Predicted Path:   Friendly Persuasion --[written_by]--> Michael Wilson --[(INV) written_by]--> Friendly Persuasion --[directed_by]--> William Wyler
Path (Raw):       Friendly Persuasion --[written_by]--> Michael Wilson --[(INV) written_by]--> Friendly Persuasion --[directed_by]--> William Wyler
Neg LogProb(↓):   0.014637
Path Entropy(↓):  0.085016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of the duellists
Start Entity:     The Duellists
Gold Answer:      [['Legend', 'Alien', 'Prometheus', 'Hannibal', 'Black Hawk Down', 'Someone to Watch Over Me', 'Kingdom of Heaven', 'Body of Lies', 'Matchstick Men', 'A Good Year', 'Gladiator', 'G.I. Jane', 'Black Rain', 'White Squall', 'American Gangster', 'Blade Runner', 'Robin Hood', 'The Counselor']]
Predicted Ans:    G.I. Jane
Predicted Path:   The Duellists --[directed_by]--> Ridley Scott --[(INV) directed_by]--> G.I. Jane
Path (Raw):       The Duellists --[No Operation]--> The Duellists --[directed_by]--> Ridley Scott --[(INV) directed_by]--> G.I. Jane
Neg LogProb(↓):   0.642617
Path Entropy(↓):  1.535415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of master of the house
Start Entity:     Master of the House
Gold Answer:      [['Baard Owe', 'Bendt Rothe', 'Julian West', 'Nina Pens Rode']]
Predicted Ans:    Karin Nellemose
Predicted Path:   Master of the House --[directed_by]--> Carl Theodor Dreyer --[(INV) directed_by]--> Master of the House --[starred_actors]--> Karin Nellemose
Path (Raw):       Master of the House --[directed_by]--> Carl Theodor Dreyer --[(INV) directed_by]--> Master of the House --[starred_actors]--> Karin Nellemose
Neg LogProb(↓):   0.128092
Path Entropy(↓):  0.374686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies written by laura bower van nuys
Start Entity:     Laura Bower Van Nuys
Gold Answer:      [['Walter Brennan', 'Lesley Ann Warren', 'Buddy Ebsen', 'John Davidson']]
Predicted Ans:    Walter Brennan
Predicted Path:   Laura Bower Van Nuys --[(INV) written_by]--> The One and Only, Genuine, Original Family Band --[starred_actors]--> Walter Brennan
Path (Raw):       Laura Bower Van Nuys --[No Operation]--> Laura Bower Van Nuys --[(INV) written_by]--> The One and Only, Genuine, Original Family Band --[starred_actors]--> Walter Brennan
Neg LogProb(↓):   0.067654
Path Entropy(↓):  0.258618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by patrick hughes released
Start Entity:     Patrick Hughes
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Patrick Hughes --[(INV) written_by]--> Red Hill --[release_year]--> 2010
Path (Raw):       Patrick Hughes --[No Operation]--> Patrick Hughes --[(INV) written_by]--> Red Hill --[release_year]--> 2010
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by lynne frederick in
Start Entity:     Lynne Frederick
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lynne Frederick --[(INV) starred_actors]--> The Prisoner of Zenda --[has_genre]--> Comedy
Path (Raw):       Lynne Frederick --[No Operation]--> Lynne Frederick --[(INV) starred_actors]--> The Prisoner of Zenda --[has_genre]--> Comedy
Neg LogProb(↓):   0.444066
Path Entropy(↓):  0.692101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by guy ferland
Start Entity:     Guy Ferland
Gold Answer:      [['The Babysitter']]
Predicted Ans:    The Babysitter
Predicted Path:   Guy Ferland --[(INV) written_by]--> The Babysitter --[written_by]--> Guy Ferland --[(INV) written_by]--> The Babysitter
Path (Raw):       Guy Ferland --[(INV) written_by]--> The Babysitter --[written_by]--> Guy Ferland --[(INV) written_by]--> The Babysitter
Neg LogProb(↓):   0.010202
Path Entropy(↓):  0.056693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was boat trip released
Start Entity:     Boat Trip
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Boat Trip --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Boat Trip --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.243200
Path Entropy(↓):  4.461816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the vigilante director
Start Entity:     Vigilante
Gold Answer:      [['Alexandre Aja', 'Joe Spinell', 'Larry Cohen', 'Grégory Levasseur', 'Hildegarde Stadie']]
Predicted Ans:    Alexandre Aja
Predicted Path:   Vigilante --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac --[written_by]--> Alexandre Aja
Path (Raw):       Vigilante --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac --[written_by]--> Alexandre Aja
Neg LogProb(↓):   1.163627
Path Entropy(↓):  1.653324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ellen sandweiss were directed by who
Start Entity:     Ellen Sandweiss
Gold Answer:      [['Sam Raimi']]
Predicted Ans:    Sam Raimi
Predicted Path:   Ellen Sandweiss --[(INV) starred_actors]--> Within the Woods --[directed_by]--> Sam Raimi
Path (Raw):       Ellen Sandweiss --[No Operation]--> Ellen Sandweiss --[(INV) starred_actors]--> Within the Woods --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.000830
Path Entropy(↓):  0.006750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film from beijing with love
Start Entity:     From Beijing with Love
Gold Answer:      [['2008', '2001', '2004', '1996', '1999']]
Predicted Ans:    1996
Predicted Path:   From Beijing with Love --[directed_by]--> Stephen Chow --[(INV) directed_by]--> Forbidden City Cop --[release_year]--> 1996
Path (Raw):       From Beijing with Love --[directed_by]--> Stephen Chow --[(INV) directed_by]--> Forbidden City Cop --[release_year]--> 1996
Neg LogProb(↓):   0.248801
Path Entropy(↓):  0.816909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the avengers
Start Entity:     The Avengers
Gold Answer:      [['Liv Tyler', 'Kate Beckinsale', 'Tim Allen', 'Mark Feuerstein', 'Kristy Swanson', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Paul Reubens', 'David Cross', 'Fran Kranz', 'Dennis Farina', 'William Hurt', 'Zoe Kazan', 'Kristen Connolly', 'Anna Hutchison', 'Chris Hemsworth', 'Jennifer Garner', 'Clark Gregg', 'Donald Sutherland', 'Edward Norton', 'Werner Herzog', 'Tim Roth', 'Tom Hanks', 'Woody Harrelson', 'Russell Williams II', 'Gabriel Beristain', 'Rutger Hauer', 'Cheryl Hines']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   The Avengers --[written_by]--> Joss Whedon --[(INV) written_by]--> Much Ado About Nothing --[starred_actors]--> Kate Beckinsale
Path (Raw):       The Avengers --[written_by]--> Joss Whedon --[(INV) written_by]--> Much Ado About Nothing --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.020005
Path Entropy(↓):  0.124676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the grudge 2 were released in which years
Start Entity:     The Grudge 2
Gold Answer:      [['1997', '2009', '2008', '2001', '2003', '2005', '2006', '1999', '2002', '1981', '2011', '1956', '2007']]
Predicted Ans:    1981
Predicted Path:   The Grudge 2 --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Path (Raw):       The Grudge 2 --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   0.478049
Path Entropy(↓):  1.399221
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of abi morgan written movies
Start Entity:     Abi Morgan
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Abi Morgan --[(INV) written_by]--> Brick Lane --[release_year]--> 2007
Path (Raw):       Abi Morgan --[No Operation]--> Abi Morgan --[(INV) written_by]--> Brick Lane --[release_year]--> 2007
Neg LogProb(↓):   0.012969
Path Entropy(↓):  0.068876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the road to el dorado actors
Start Entity:     The Road to El Dorado
Gold Answer:      [['Documentary', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Road to El Dorado --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Path (Raw):       The Road to El Dorado --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.615165
Path Entropy(↓):  1.276949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the loved one
Start Entity:     The Loved One
Gold Answer:      [['Robert Morse', 'Anjanette Comer', 'Jonathan Winters']]
Predicted Ans:    Anjanette Comer
Predicted Path:   The Loved One --[starred_actors]--> Anjanette Comer --[(INV) starred_actors]--> The Baby --[starred_actors]--> Anjanette Comer
Path (Raw):       The Loved One --[starred_actors]--> Anjanette Comer --[(INV) starred_actors]--> The Baby --[starred_actors]--> Anjanette Comer
Neg LogProb(↓):   0.426839
Path Entropy(↓):  1.072124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by jonathan smith
Start Entity:     Jonathan Smith
Gold Answer:      [['Christopher Menaul']]
Predicted Ans:    Christopher Menaul
Predicted Path:   Jonathan Smith --[(INV) written_by]--> Summer in February --[directed_by]--> Christopher Menaul
Path (Raw):       Jonathan Smith --[No Operation]--> Jonathan Smith --[(INV) written_by]--> Summer in February --[directed_by]--> Christopher Menaul
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of garry marshall
Start Entity:     Garry Marshall
Gold Answer:      [['Neal Marshall']]
Predicted Ans:    Garry Marshall
Predicted Path:   Garry Marshall --[(INV) written_by]--> The Other Sister --[written_by]--> Garry Marshall
Path (Raw):       Garry Marshall --[No Operation]--> Garry Marshall --[(INV) written_by]--> The Other Sister --[written_by]--> Garry Marshall
Neg LogProb(↓):   0.002861
Path Entropy(↓):  0.023842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in diary of a madman
Start Entity:     Diary of a Madman
Gold Answer:      [['Frederick Nebel', 'Christopher Wicking', 'Tim Kelly', 'Curt Siodmak', 'Charles Beaumont', 'Robert Towne', 'Jo Swerling', 'Ulli Lommel', 'Samuel Hoffenstein', 'Ben Livingston', 'Hannah Shakespeare', 'R. Wright Campbell', 'William Butler', 'Michael Reeves', 'Tom Baker', 'Ronald Bassett', 'Robert Fuest', 'Robb White', 'Richard Matheson', 'Joe May', 'Lester Cole', 'Ben Ames Williams', 'Nunnally Johnson', 'Marguerite Roberts', 'Samuel Fuller', 'Edgar Allan Poe', 'Anya Seton', 'David Berry', 'Nathaniel Hawthorne', 'Ubaldo Ragona', 'Furio M. Monetti', 'Tim Burton', 'Jay Dratler', 'Roland West', 'Crane Wilbur', 'Vera Caspary', 'Avery Hopwood', 'Mary Roberts Rinehart', 'Joseph L. Mankiewicz', 'Hans Jacoby']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Diary of a Madman --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Diary of a Madman --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.795375
Path Entropy(↓):  2.584570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with henry kissinger
Start Entity:     Henry Kissinger
Gold Answer:      [['Brian Cox']]
Predicted Ans:    Brian Cox
Predicted Path:   Henry Kissinger --[(INV) starred_actors]--> The Trials of Henry Kissinger --[starred_actors]--> Brian Cox
Path (Raw):       Henry Kissinger --[No Operation]--> Henry Kissinger --[(INV) starred_actors]--> The Trials of Henry Kissinger --[starred_actors]--> Brian Cox
Neg LogProb(↓):   0.007855
Path Entropy(↓):  0.045744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film fly away starred which actors
Start Entity:     Fly Away
Gold Answer:      [['Ashley Rickards', 'Beth Broderick']]
Predicted Ans:    Beth Broderick
Predicted Path:   Fly Away --[starred_actors]--> Beth Broderick --[(INV) starred_actors]--> Fly Away --[starred_actors]--> Beth Broderick
Path (Raw):       Fly Away --[starred_actors]--> Beth Broderick --[(INV) starred_actors]--> Fly Away --[starred_actors]--> Beth Broderick
Neg LogProb(↓):   0.029041
Path Entropy(↓):  0.150243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by kyle rankin
Start Entity:     Kyle Rankin
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Kyle Rankin --[(INV) written_by]--> Infestation --[release_year]--> 2009
Path (Raw):       Kyle Rankin --[No Operation]--> Kyle Rankin --[(INV) written_by]--> Infestation --[release_year]--> 2009
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by cody darbe
Start Entity:     Cody Darbe
Gold Answer:      [['Lawrence Gough']]
Predicted Ans:    Lawrence Gough
Predicted Path:   Cody Darbe --[(INV) starred_actors]--> Salvage --[directed_by]--> Lawrence Gough
Path (Raw):       Cody Darbe --[No Operation]--> Cody Darbe --[(INV) starred_actors]--> Salvage --[directed_by]--> Lawrence Gough
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter veronica roth
Start Entity:     Veronica Roth
Gold Answer:      [['Ashley Judd', 'Jai Courtney', 'Shailene Woodley', 'Theo James']]
Predicted Ans:    Ashley Judd
Predicted Path:   Veronica Roth --[(INV) written_by]--> Divergent --[starred_actors]--> Ashley Judd
Path (Raw):       Veronica Roth --[No Operation]--> Veronica Roth --[(INV) written_by]--> Divergent --[starred_actors]--> Ashley Judd
Neg LogProb(↓):   0.000853
Path Entropy(↓):  0.007507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of goran ragnerstam starred movies
Start Entity:     Göran Ragnerstam
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Göran Ragnerstam --[(INV) starred_actors]--> Kopps --[release_year]--> 2003
Path (Raw):       Göran Ragnerstam --[No Operation]--> Göran Ragnerstam --[(INV) starred_actors]--> Kopps --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by phil cornwell were in which genres
Start Entity:     Phil Cornwell
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Phil Cornwell --[(INV) starred_actors]--> Stella Street --[has_genre]--> Comedy
Path (Raw):       Phil Cornwell --[No Operation]--> Phil Cornwell --[(INV) starred_actors]--> Stella Street --[has_genre]--> Comedy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by margot grahame released
Start Entity:     Margot Grahame
Gold Answer:      [['1958', '1935', '1938']]
Predicted Ans:    1935
Predicted Path:   Margot Grahame --[(INV) starred_actors]--> The Informer --[release_year]--> 1935
Path (Raw):       Margot Grahame --[No Operation]--> Margot Grahame --[(INV) starred_actors]--> The Informer --[release_year]--> 1935
Neg LogProb(↓):   0.371042
Path Entropy(↓):  0.619102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of scent of a woman also directed which movies
Start Entity:     Scent of a Woman
Gold Answer:      [['Beverly Hills Cop', 'Midnight Run', 'Gigli', 'Meet Joe Black', 'Il Sorpasso', 'Going in Style']]
Predicted Ans:    Gigli
Predicted Path:   Scent of a Woman --[directed_by]--> Martin Brest --[(INV) directed_by]--> Gigli
Path (Raw):       Scent of a Woman --[directed_by]--> Martin Brest --[(INV) directed_by]--> Gigli --[No Operation]--> Gigli
Neg LogProb(↓):   0.900552
Path Entropy(↓):  1.586166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ruby wong star in
Start Entity:     Ruby Wong
Gold Answer:      [['PTU']]
Predicted Ans:    PTU
Predicted Path:   Ruby Wong --[(INV) starred_actors]--> PTU --[starred_actors]--> Ruby Wong --[(INV) starred_actors]--> PTU
Path (Raw):       Ruby Wong --[(INV) starred_actors]--> PTU --[starred_actors]--> Ruby Wong --[(INV) starred_actors]--> PTU
Neg LogProb(↓):   0.005993
Path Entropy(↓):  0.036550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the untouchables is also the director of which movies
Start Entity:     The Untouchables
Gold Answer:      [['The Bonfire of the Vanities', 'Dressed to Kill', 'The Black Dahlia', 'Snake Eyes', 'Redacted', 'The Fury', 'The Wedding Party', 'Obsession', 'Carrie', 'Phantom of the Paradise', 'Hi, Mom!', 'Blow Out', 'Femme Fatale', 'Casualties of War', 'Greetings', 'Body Double', "Carlito's Way", 'Passion', 'Mission to Mars', 'Sisters', 'Raising Cain', 'Get to Know Your Rabbit', 'Wise Guys', 'Scarface']]
Predicted Ans:    Femme Fatale
Predicted Path:   The Untouchables --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale
Path (Raw):       The Untouchables --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[No Operation]--> Femme Fatale
Neg LogProb(↓):   1.279295
Path Entropy(↓):  2.415717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of bicentennial man also wrote which movies
Start Entity:     Bicentennial Man
Gold Answer:      [['I, Robot', 'Gandahar']]
Predicted Ans:    Gandahar
Predicted Path:   Bicentennial Man --[written_by]--> Isaac Asimov --[(INV) written_by]--> Gandahar
Path (Raw):       Bicentennial Man --[written_by]--> Isaac Asimov --[(INV) written_by]--> Gandahar --[No Operation]--> Gandahar
Neg LogProb(↓):   0.058635
Path Entropy(↓):  0.258300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of michael curtiz directed movies
Start Entity:     Michael Curtiz
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1968', '1939', '1933', '1947', '1932', '1943', '1983', '1995', '1989', '1942', '1940', '1938', '1961', '1955', '1934', '1924', '1949', '1950', '1960', '1945', '1937', '1928', '1958']]
Predicted Ans:    1944
Predicted Path:   Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Michael Curtiz --[No Operation]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   1.591715
Path Entropy(↓):  2.884905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of there's always tomorrow
Start Entity:     There's Always Tomorrow
Gold Answer:      [['Patricia Knight', 'Rochelle Hudson', 'John Gavin', 'Dorothy Malone', 'Lana Turner', 'Barbara Stanwyck', 'George Sanders', 'Warren William', 'Lucille Ball', 'Lauren Bacall', 'Robert Stack', 'Robert Cummings', 'Don Ameche', 'Claudette Colbert', 'Charles Coburn', 'Sandra Dee', 'Boris Karloff', 'Susan Kohner', 'Cornel Wilde', 'Jane Wyman', 'Rock Hudson']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   There's Always Tomorrow --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Path (Raw):       There's Always Tomorrow --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.136864
Path Entropy(↓):  0.447594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote viridiana
Start Entity:     Viridiana
Gold Answer:      [['Documentary', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Viridiana --[written_by]--> Luis Buñuel --[(INV) written_by]--> Belle de Jour --[has_genre]--> Drama
Path (Raw):       Viridiana --[written_by]--> Luis Buñuel --[(INV) written_by]--> Belle de Jour --[has_genre]--> Drama
Neg LogProb(↓):   1.251241
Path Entropy(↓):  1.614337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is disclosure
Start Entity:     Disclosure
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Disclosure --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Disclosure --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.440742
Path Entropy(↓):  2.619974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in toni
Start Entity:     Toni
Gold Answer:      [['Julien Duvivier']]
Predicted Ans:    Jean Renoir
Predicted Path:   Toni --[starred_actors]--> Édouard Delmont --[(INV) starred_actors]--> Toni --[directed_by]--> Jean Renoir
Path (Raw):       Toni --[starred_actors]--> Édouard Delmont --[(INV) starred_actors]--> Toni --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.017479
Path Entropy(↓):  0.089041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote the gun that won the west
Start Entity:     The Gun That Won the West
Gold Answer:      [['Sidney Miller', 'Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   The Gun That Won the West --[written_by]--> Robert E. Kent --[(INV) written_by]--> Where the Sidewalk Ends --[directed_by]--> Otto Preminger
Path (Raw):       The Gun That Won the West --[written_by]--> Robert E. Kent --[(INV) written_by]--> Where the Sidewalk Ends --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.007036
Path Entropy(↓):  0.042754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film zindagi na milegi dobara were in which languages
Start Entity:     Zindagi Na Milegi Dobara
Gold Answer:      [['English', 'Hindi', 'Spanish', 'German']]
Predicted Ans:    Hindi
Predicted Path:   Zindagi Na Milegi Dobara --[starred_actors]--> Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[in_language]--> Hindi
Path (Raw):       Zindagi Na Milegi Dobara --[starred_actors]--> Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[in_language]--> Hindi
Neg LogProb(↓):   0.646618
Path Entropy(↓):  0.759542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the monster squad
Start Entity:     The Monster Squad
Gold Answer:      [['Shane Black', 'Fred Dekker']]
Predicted Ans:    Fred Dekker
Predicted Path:   The Monster Squad --[written_by]--> Fred Dekker --[(INV) written_by]--> Night of the Creeps --[written_by]--> Fred Dekker
Path (Raw):       The Monster Squad --[written_by]--> Fred Dekker --[(INV) written_by]--> Night of the Creeps --[written_by]--> Fred Dekker
Neg LogProb(↓):   0.092197
Path Entropy(↓):  0.298059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by neil patrick harris
Start Entity:     Neil Patrick Harris
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Neil Patrick Harris --[(INV) starred_actors]--> Clara's Heart --[has_genre]--> Drama
Path (Raw):       Neil Patrick Harris --[No Operation]--> Neil Patrick Harris --[(INV) starred_actors]--> Clara's Heart --[has_genre]--> Drama
Neg LogProb(↓):   0.158474
Path Entropy(↓):  0.417850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in best of the best
Start Entity:     Best of the Best
Gold Answer:      [['1970', '2003', '1992', '1993', '1985', '1974', '1984', '1977', '2007', '1998', '1951', '2010', '1982', '1994', '1983', '1995', '1972', '1990', '1989', '1996', '1981', '2011', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1986
Predicted Path:   Best of the Best --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Nobody's Fool --[release_year]--> 1986
Path (Raw):       Best of the Best --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Nobody's Fool --[release_year]--> 1986
Neg LogProb(↓):   0.914613
Path Entropy(↓):  1.913891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie the joy luck club in a few words
Start Entity:     The Joy Luck Club
Gold Answer:      [['wayne wang', 'chinese', 'culture', 'women']]
Predicted Ans:    wayne wang
Predicted Path:   The Joy Luck Club --[has_tags]--> wayne wang --[(INV) has_tags]--> The Joy Luck Club --[has_tags]--> wayne wang
Path (Raw):       The Joy Luck Club --[has_tags]--> wayne wang --[(INV) has_tags]--> The Joy Luck Club --[has_tags]--> wayne wang
Neg LogProb(↓):   0.016898
Path Entropy(↓):  0.095773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the killer
Start Entity:     The Killer
Gold Answer:      [['Danny Lee', 'Sally Yeh']]
Predicted Ans:    Danny Lee
Predicted Path:   The Killer --[starred_actors]--> Danny Lee --[(INV) starred_actors]--> The Killer --[starred_actors]--> Danny Lee
Path (Raw):       The Killer --[starred_actors]--> Danny Lee --[(INV) starred_actors]--> The Killer --[starred_actors]--> Danny Lee
Neg LogProb(↓):   0.000794
Path Entropy(↓):  0.007226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in blood diamond
Start Entity:     Blood Diamond
Gold Answer:      [['2008', '2003', '1993', '2006', '1985', '2007', '1998', '1939', '2009', '2010', '2004', '1953', '2014', '1995', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1987', '1986']]
Predicted Ans:    1939
Predicted Path:   Blood Diamond --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Path (Raw):       Blood Diamond --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Neg LogProb(↓):   1.010828
Path Entropy(↓):  2.670851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in bikini beach
Start Entity:     Bikini Beach
Gold Answer:      [['Alan Rafkin', 'John Lee Hancock', 'Gus Meins', 'Norman Taurog', 'John Wayne', 'Lyndall Hobbs', 'Otto Preminger', 'Jack Donohue', 'William Asher', 'Charles Barton']]
Predicted Ans:    Charles Barton
Predicted Path:   Bikini Beach --[starred_actors]--> Annette Funicello --[(INV) starred_actors]--> The Shaggy Dog --[directed_by]--> Charles Barton
Path (Raw):       Bikini Beach --[starred_actors]--> Annette Funicello --[(INV) starred_actors]--> The Shaggy Dog --[directed_by]--> Charles Barton
Neg LogProb(↓):   0.234227
Path Entropy(↓):  0.643338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was john tatoulis the writer of
Start Entity:     John Tatoulis
Gold Answer:      [['The Silver Brumby']]
Predicted Ans:    The Silver Brumby
Predicted Path:   John Tatoulis --[(INV) written_by]--> The Silver Brumby --[written_by]--> Jon Stephens --[(INV) written_by]--> The Silver Brumby
Path (Raw):       John Tatoulis --[(INV) written_by]--> The Silver Brumby --[written_by]--> Jon Stephens --[(INV) written_by]--> The Silver Brumby
Neg LogProb(↓):   0.000948
Path Entropy(↓):  0.007978
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with b * a * p * s fall under
Start Entity:     B*A*P*S
Gold Answer:      [['Family', 'Documentary', 'Biography', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Animation
Predicted Path:   B*A*P*S --[starred_actors]--> Martin Landau --[(INV) starred_actors]--> 9 --[has_genre]--> Animation
Path (Raw):       B*A*P*S --[starred_actors]--> Martin Landau --[(INV) starred_actors]--> 9 --[has_genre]--> Animation
Neg LogProb(↓):   0.231693
Path Entropy(↓):  0.713299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in heart of midnight
Start Entity:     Heart of Midnight
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Heart of Midnight --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Path (Raw):       Heart of Midnight --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the well
Start Entity:     The Well
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Well --[directed_by]--> Russell Rouse --[(INV) directed_by]--> The Thief --[has_genre]--> Drama
Path (Raw):       The Well --[directed_by]--> Russell Rouse --[(INV) directed_by]--> The Thief --[has_genre]--> Drama
Neg LogProb(↓):   0.693231
Path Entropy(↓):  0.694055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie demonlover were in which languages
Start Entity:     Demonlover
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Demonlover --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Something in the Air --[in_language]--> French
Path (Raw):       Demonlover --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Something in the Air --[in_language]--> French
Neg LogProb(↓):   0.375408
Path Entropy(↓):  0.848425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie moby dick in a few words
Start Entity:     Moby Dick
Gold Answer:      [['bd-r', 'richard basehart', 'gregory peck', 'john huston', 'ray bradbury', 'herman melville']]
Predicted Ans:    ray bradbury
Predicted Path:   Moby Dick --[has_tags]--> ray bradbury --[(INV) has_tags]--> Something Wicked This Way Comes --[has_tags]--> ray bradbury
Path (Raw):       Moby Dick --[has_tags]--> ray bradbury --[(INV) has_tags]--> Something Wicked This Way Comes --[has_tags]--> ray bradbury
Neg LogProb(↓):   0.102361
Path Entropy(↓):  0.327798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by being john malkovich actors
Start Entity:     Being John Malkovich
Gold Answer:      [['James McTeigue', 'Stacy Title', 'Savage Steve Holland', 'Mike Newell', 'Stephen Frears', 'Adam Brooks', 'Joe Roth', 'George Armitage', 'Lew Landers', 'Steven Baigelman', 'Clint Eastwood', 'Andrew Adamson', 'Menno Meyjes', 'Kelly Asbury', 'Rob Reiner', 'Steve Pink', 'Conrad Vernon', 'James Mangold', 'Peter McCarthy', 'Richard Kelly', 'Don Bluth', 'Ulli Lommel', 'Jake Kasdan', 'Roland Emmerich', 'Lee Daniels', 'Jim Wilson', 'Oliver Stone', 'Don Roos', 'A.J. Kparr', 'Mikael Håfström', 'Gary Goldman', 'Harold Becker', 'Anatole Litvak', 'Alan Parker', 'Ridley Scott', 'Michel Gondry', 'Peter Berg', 'Gary David Goldberg', 'Nancy Meyers', 'Joshua Seftel', 'Ramón Menéndez', 'Gary Fleder', 'Herbert Ross', 'Kasper Barfoed', 'David Cronenberg', 'Peter Chelsom', 'Curtis Hanson', 'P.J. Hogan', 'Cameron Crowe', 'Harold Ramis', 'Gary Trousdale', 'Danny Boyle', "Morgan O'Neill", 'McG', 'Roger Corman', 'Bill Fishman', 'Scott Walker', 'Dibakar Banerjee', 'David Grovic', 'Bruce Beresford', 'Vicky Jenson', 'Nick Cassavetes']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Being John Malkovich --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Path (Raw):       Being John Malkovich --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   0.359000
Path Entropy(↓):  1.104643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the man who knew too much
Start Entity:     The Man Who Knew Too Much
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   The Man Who Knew Too Much --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Path (Raw):       The Man Who Knew Too Much --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   1.512111
Path Entropy(↓):  2.290592
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote another day in paradise
Start Entity:     Another Day in Paradise
Gold Answer:      [['Eddie Little']]
Predicted Ans:    Eddie Little
Predicted Path:   Another Day in Paradise --[written_by]--> Eddie Little --[(INV) written_by]--> Another Day in Paradise --[written_by]--> Eddie Little
Path (Raw):       Another Day in Paradise --[written_by]--> Eddie Little --[(INV) written_by]--> Another Day in Paradise --[written_by]--> Eddie Little
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by buck henry were in which genres
Start Entity:     Buck Henry
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Buck Henry --[(INV) written_by]--> Catch-22 --[has_genre]--> Comedy
Path (Raw):       Buck Henry --[No Operation]--> Buck Henry --[(INV) written_by]--> Catch-22 --[has_genre]--> Comedy
Neg LogProb(↓):   0.733141
Path Entropy(↓):  1.332415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed april story
Start Entity:     April Story
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   April Story --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> All About Lily Chou-Chou --[in_language]--> Japanese
Path (Raw):       April Story --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> All About Lily Chou-Chou --[in_language]--> Japanese
Neg LogProb(↓):   0.000706
Path Entropy(↓):  0.006049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film noah's ark were released in which years
Start Entity:     Noah's Ark
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1968', '1939', '1933', '1947', '1932', '1943', '1983', '1995', '1989', '1942', '1940', '1938', '1961', '1955', '1962', '1934', '1924', '1949', '1950', '1960', '1945', '1937', '1958']]
Predicted Ans:    1944
Predicted Path:   Noah's Ark --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Noah's Ark --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   0.876777
Path Entropy(↓):  1.739449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the trial of lee harvey oswald actors
Start Entity:     The Trial of Lee Harvey Oswald
Gold Answer:      [['Peter Bogdanovich', 'John Cassavetes', 'David Mamet', 'Richard Yates', 'William Roberts', 'Blaine Novak', 'Calder Willingham', 'Rod Serling', 'Mario Puzo', 'Wendell Mayes', 'John D. Voelker', 'Marco Ferreri', 'Charles Bukowski', 'George Fox', 'Vincent Gallo']]
Predicted Ans:    John Cassavetes
Predicted Path:   The Trial of Lee Harvey Oswald --[starred_actors]--> Ben Gazzara --[(INV) starred_actors]--> Opening Night --[written_by]--> John Cassavetes
Path (Raw):       The Trial of Lee Harvey Oswald --[starred_actors]--> Ben Gazzara --[(INV) starred_actors]--> Opening Night --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.328146
Path Entropy(↓):  1.010141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of beau travail
Start Entity:     Beau Travail
Gold Answer:      [['The Intruder', 'Chocolat', 'Trouble Every Day', 'Bastards', "I Can't Sleep", 'White Material', '35 Shots of Rum']]
Predicted Ans:    Chocolat
Predicted Path:   Beau Travail --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat
Path (Raw):       Beau Travail --[No Operation]--> Beau Travail --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat
Neg LogProb(↓):   0.682966
Path Entropy(↓):  1.252967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie grosse pointe blank were in which genres
Start Entity:     Grosse Pointe Blank
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Grosse Pointe Blank --[written_by]--> John Cusack --[(INV) written_by]--> High Fidelity --[has_genre]--> Comedy
Path (Raw):       Grosse Pointe Blank --[written_by]--> John Cusack --[(INV) written_by]--> High Fidelity --[has_genre]--> Comedy
Neg LogProb(↓):   0.707820
Path Entropy(↓):  1.194755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about ralph fiennes
Start Entity:     ralph fiennes
Gold Answer:      [['The Invisible Woman', 'In Bruges', 'Maid in Manhattan', 'The Reader', 'The Constant Gardener', "Schindler's List", 'The Prince of Egypt', 'The Avengers', 'Strange Days', 'Skyfall', 'Land of the Blind', 'Coriolanus', 'Quiz Show', 'The Grand Budapest Hotel', 'Red Dragon']]
Predicted Ans:    Land of the Blind
Predicted Path:   ralph fiennes --[(INV) has_tags]--> Land of the Blind --[has_tags]--> historical references --[(INV) has_tags]--> Land of the Blind
Path (Raw):       ralph fiennes --[(INV) has_tags]--> Land of the Blind --[has_tags]--> historical references --[(INV) has_tags]--> Land of the Blind
Neg LogProb(↓):   0.521260
Path Entropy(↓):  1.284230
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in confessions of a nazi spy
Start Entity:     Confessions of a Nazi Spy
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Confessions of a Nazi Spy --[starred_actors]--> George Sanders --[(INV) starred_actors]--> All About Eve --[has_genre]--> Drama
Path (Raw):       Confessions of a Nazi Spy --[starred_actors]--> George Sanders --[(INV) starred_actors]--> All About Eve --[has_genre]--> Drama
Neg LogProb(↓):   1.657096
Path Entropy(↓):  2.414566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film safe
Start Entity:     Safe
Gold Answer:      [['1998', '2000', '2008', '2003', '1991', '1994', '2002']]
Predicted Ans:    2003
Predicted Path:   Safe --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Uptown Girls --[release_year]--> 2003
Path (Raw):       Safe --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Uptown Girls --[release_year]--> 2003
Neg LogProb(↓):   0.405389
Path Entropy(↓):  0.807419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie black like me
Start Entity:     Black Like Me
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Black Like Me --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Black Like Me --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.237186
Path Entropy(↓):  4.502407
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with we own the night fall under
Start Entity:     We Own the Night
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   We Own the Night --[directed_by]--> James Gray --[(INV) directed_by]--> Two Lovers --[has_genre]--> Drama
Path (Raw):       We Own the Night --[directed_by]--> James Gray --[(INV) directed_by]--> Two Lovers --[has_genre]--> Drama
Neg LogProb(↓):   0.463037
Path Entropy(↓):  1.047821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of benoit poelvoorde directed films
Start Entity:     Benoît Poelvoorde
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Benoît Poelvoorde --[(INV) directed_by]--> Man Bites Dog --[release_year]--> 1992
Path (Raw):       Benoît Poelvoorde --[No Operation]--> Benoît Poelvoorde --[(INV) directed_by]--> Man Bites Dog --[release_year]--> 1992
Neg LogProb(↓):   0.000085
Path Entropy(↓):  0.000951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by john lafia
Start Entity:     John Lafia
Gold Answer:      [['Brad Dourif', 'Catherine Hicks', 'Ally Sheedy', 'Chris Sarandon', 'Alex Vincent', 'Lance Henriksen']]
Predicted Ans:    Ally Sheedy
Predicted Path:   John Lafia --[(INV) written_by]--> Man's Best Friend --[starred_actors]--> Ally Sheedy
Path (Raw):       John Lafia --[No Operation]--> John Lafia --[(INV) written_by]--> Man's Best Friend --[starred_actors]--> Ally Sheedy
Neg LogProb(↓):   0.017796
Path Entropy(↓):  0.101281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the adventures of baron munchausen
Start Entity:     The Adventures of Baron Munchausen
Gold Answer:      [['1998', '1975', '2009', '2005', '1991', '1985', '1981', '2013', '1977']]
Predicted Ans:    1975
Predicted Path:   The Adventures of Baron Munchausen --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Path (Raw):       The Adventures of Baron Munchausen --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Neg LogProb(↓):   1.179315
Path Entropy(↓):  2.087768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the disorderly orderly
Start Entity:     The Disorderly Orderly
Gold Answer:      [['1995', '1963', '2000', '1964', '1970', '1966', '1954', '1957', '1960', '1959', '1996', '1982', '1953', '1965', '1961', '1928', '1956']]
Predicted Ans:    1961
Predicted Path:   The Disorderly Orderly --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[release_year]--> 1961
Path (Raw):       The Disorderly Orderly --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[release_year]--> 1961
Neg LogProb(↓):   0.156410
Path Entropy(↓):  0.568838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of honeymoon in vegas
Start Entity:     Honeymoon in Vegas
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Honeymoon in Vegas --[written_by]--> Andrew Bergman --[(INV) written_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Path (Raw):       Honeymoon in Vegas --[written_by]--> Andrew Bergman --[(INV) written_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Neg LogProb(↓):   0.856908
Path Entropy(↓):  1.299405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by kit harington release
Start Entity:     Kit Harington
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Kit Harington --[(INV) starred_actors]--> Pompeii --[release_year]--> 2014
Path (Raw):       Kit Harington --[No Operation]--> Kit Harington --[(INV) starred_actors]--> Pompeii --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of who's the man?
Start Entity:     Who's the Man?
Gold Answer:      [['1998', '2001', '1996', '1994', '1999']]
Predicted Ans:    1996
Predicted Path:   Who's the Man? --[directed_by]--> Ted Demme --[(INV) directed_by]--> Beautiful Girls --[release_year]--> 1996
Path (Raw):       Who's the Man? --[directed_by]--> Ted Demme --[(INV) directed_by]--> Beautiful Girls --[release_year]--> 1996
Neg LogProb(↓):   0.663654
Path Entropy(↓):  1.311274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of concrete night
Start Entity:     Concrete Night
Gold Answer:      [['Pirjo Honkasalo']]
Predicted Ans:    Pirjo Honkasalo
Predicted Path:   Concrete Night --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater --[directed_by]--> Pirjo Honkasalo
Path (Raw):       Concrete Night --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater --[directed_by]--> Pirjo Honkasalo
Neg LogProb(↓):   0.004551
Path Entropy(↓):  0.031587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by barry battles release
Start Entity:     Barry Battles
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Barry Battles --[(INV) written_by]--> The Baytown Outlaws --[release_year]--> 2012
Path (Raw):       Barry Battles --[No Operation]--> Barry Battles --[(INV) written_by]--> The Baytown Outlaws --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did erland josephson act in
Start Entity:     Erland Josephson
Gold Answer:      [["Ulysses' Gaze", 'Face to Face', 'The Sacrifice']]
Predicted Ans:    Face to Face
Predicted Path:   Erland Josephson --[(INV) starred_actors]--> Face to Face --[starred_actors]--> Erland Josephson --[(INV) starred_actors]--> Face to Face
Path (Raw):       Erland Josephson --[(INV) starred_actors]--> Face to Face --[starred_actors]--> Erland Josephson --[(INV) starred_actors]--> Face to Face
Neg LogProb(↓):   0.015894
Path Entropy(↓):  0.096837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the glass agency released
Start Entity:     The Glass Agency
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   The Glass Agency --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       The Glass Agency --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   3.215779
Path Entropy(↓):  4.654285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with maia mitchell
Start Entity:     Maia Mitchell
Gold Answer:      [['Ross Lynch']]
Predicted Ans:    Maia Mitchell
Predicted Path:   Maia Mitchell --[(INV) starred_actors]--> Teen Beach Movie --[starred_actors]--> Maia Mitchell
Path (Raw):       Maia Mitchell --[No Operation]--> Maia Mitchell --[(INV) starred_actors]--> Teen Beach Movie --[starred_actors]--> Maia Mitchell
Neg LogProb(↓):   0.001774
Path Entropy(↓):  0.013002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers of the movies acted by mike patton
Start Entity:     Mike Patton
Gold Answer:      [['Steve Balderson']]
Predicted Ans:    Steve Balderson
Predicted Path:   Mike Patton --[(INV) starred_actors]--> Firecracker --[written_by]--> Steve Balderson
Path (Raw):       Mike Patton --[No Operation]--> Mike Patton --[(INV) starred_actors]--> Firecracker --[written_by]--> Steve Balderson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies did kevin bacon direct
Start Entity:     Kevin Bacon
Gold Answer:      [['Losing Chase']]
Predicted Ans:    Losing Chase
Predicted Path:   Kevin Bacon --[(INV) directed_by]--> Losing Chase --[directed_by]--> Kevin Bacon --[(INV) directed_by]--> Losing Chase
Path (Raw):       Kevin Bacon --[(INV) directed_by]--> Losing Chase --[directed_by]--> Kevin Bacon --[(INV) directed_by]--> Losing Chase
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the heart is deceitful above all things
Start Entity:     The Heart Is Deceitful Above All Things
Gold Answer:      [['Asia Argento']]
Predicted Ans:    Asia Argento
Predicted Path:   The Heart Is Deceitful Above All Things --[directed_by]--> Asia Argento --[(INV) directed_by]--> Scarlet Diva --[written_by]--> Asia Argento
Path (Raw):       The Heart Is Deceitful Above All Things --[directed_by]--> Asia Argento --[(INV) directed_by]--> Scarlet Diva --[written_by]--> Asia Argento
Neg LogProb(↓):   0.007484
Path Entropy(↓):  0.045759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed zotz!
Start Entity:     Zotz!
Gold Answer:      [['Robb White', 'Robert Bloch', 'Ursula Curtiss', 'Robert E. Kent', 'William P. McGivern']]
Predicted Ans:    Robb White
Predicted Path:   Zotz! --[directed_by]--> William Castle --[(INV) directed_by]--> Macabre --[written_by]--> Robb White
Path (Raw):       Zotz! --[directed_by]--> William Castle --[(INV) directed_by]--> Macabre --[written_by]--> Robb White
Neg LogProb(↓):   0.820980
Path Entropy(↓):  1.439462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie experiment in terror
Start Entity:     Experiment in Terror
Gold Answer:      [['1970', '1946', '1959', '2006', '1967', '1979', '1941', '1974', '1977', '2007', '1968', '1963', '1957', '1951', '1953', '1956', '1931', '1943', '1976', '1948', '1981', '1961', '1955', '1962', '1964', '1949', '1960', '1965', '1952', '1958']]
Predicted Ans:    1956
Predicted Path:   Experiment in Terror --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[release_year]--> 1956
Path (Raw):       Experiment in Terror --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[release_year]--> 1956
Neg LogProb(↓):   0.932509
Path Entropy(↓):  1.861132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie salvador are written by who
Start Entity:     Salvador
Gold Answer:      [['Walter Hill', 'Michael Polish', 'Robert Littell', 'James B. Harris', 'Marshall Brickman', 'Jim Kouf', 'Woody Allen', 'Trevor White', 'Lane Shadgett', 'Robert Altman', 'Wes Craven', 'Oliver Stone', 'John Steakley', 'Frank Deese', 'Jim Thompson', 'Michael Cimino', 'Deric Washburn', 'Louis Garfinkle', 'Sofia Coppola', 'Jeffrey Eugenides', 'Sergio Leone', 'Wesley Strick', 'Michael Laughlin', 'Bill Condon', 'Quinn K. Redeker', 'David Cronenberg', 'James Ellroy', 'Joseph Wambaugh', 'Mark Polish', 'Stephen King', 'Scott Myers', 'Steven Siegel', 'Andy Cheng', 'Larry Cohen']]
Predicted Ans:    Jim Thompson
Predicted Path:   Salvador --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[written_by]--> Jim Thompson
Path (Raw):       Salvador --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[written_by]--> Jim Thompson
Neg LogProb(↓):   1.580872
Path Entropy(↓):  2.392894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by big pun were released in which years
Start Entity:     Big Pun
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Big Pun --[(INV) starred_actors]--> Urban Menace --[release_year]--> 1999
Path (Raw):       Big Pun --[No Operation]--> Big Pun --[(INV) starred_actors]--> Urban Menace --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with sara maitland
Start Entity:     Sara Maitland
Gold Answer:      [['Asif Kapadia']]
Predicted Ans:    Asif Kapadia
Predicted Path:   Sara Maitland --[(INV) written_by]--> Far North --[written_by]--> Asif Kapadia
Path (Raw):       Sara Maitland --[No Operation]--> Sara Maitland --[(INV) written_by]--> Far North --[written_by]--> Asif Kapadia
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by stephen mazur
Start Entity:     Stephen Mazur
Gold Answer:      [['Sigourney Weaver', 'Jennifer Love Hewitt', 'Ray Liotta', 'Jason Lee', 'Jim Carrey']]
Predicted Ans:    Jim Carrey
Predicted Path:   Stephen Mazur --[(INV) written_by]--> Liar Liar --[starred_actors]--> Jim Carrey
Path (Raw):       Stephen Mazur --[No Operation]--> Stephen Mazur --[(INV) written_by]--> Liar Liar --[starred_actors]--> Jim Carrey
Neg LogProb(↓):   0.000167
Path Entropy(↓):  0.001731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie the public woman in
Start Entity:     The Public Woman
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Public Woman --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Public Woman --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.137745
Path Entropy(↓):  3.292694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of in the bedroom also wrote which movies
Start Entity:     In the Bedroom
Gold Answer:      [['Trust', "We Don't Live Here Anymore", 'Little Children']]
Predicted Ans:    Trust
Predicted Path:   In the Bedroom --[written_by]--> Robert Festinger --[(INV) written_by]--> Trust
Path (Raw):       In the Bedroom --[written_by]--> Robert Festinger --[(INV) written_by]--> Trust --[No Operation]--> Trust
Neg LogProb(↓):   0.105190
Path Entropy(↓):  0.360764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film of gods and men were released in which years
Start Entity:     Of Gods and Men
Gold Answer:      [['1983', '2005', '2010', '2004', '1982', '1985', '1979', '2011', '1984', '1943']]
Predicted Ans:    2005
Predicted Path:   Of Gods and Men --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> Sahara --[release_year]--> 2005
Path (Raw):       Of Gods and Men --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> Sahara --[release_year]--> 2005
Neg LogProb(↓):   0.607483
Path Entropy(↓):  1.628910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of nathaniel goodman written films
Start Entity:     Nathaniel Goodman
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Nathaniel Goodman --[(INV) written_by]--> Formosa Betrayed --[release_year]--> 2009
Path (Raw):       Nathaniel Goodman --[No Operation]--> Nathaniel Goodman --[(INV) written_by]--> Formosa Betrayed --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the silver brumby actors release
Start Entity:     The Silver Brumby
Gold Answer:      [['2008', '1992', '1993', '2006', '1935', '2007', '1998', '2009', '2010', '2014', '1994', '1995', '2001', '2012', '1922', '2013', '1934', '2000', '1997', '2005', '1991', '1999', '1987', '1958']]
Predicted Ans:    1999
Predicted Path:   The Silver Brumby --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       The Silver Brumby --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.114250
Path Entropy(↓):  2.092180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the happening
Start Entity:     The Happening
Gold Answer:      [['M. Night Shyamalan', 'Gary Whitta', 'Will Smith']]
Predicted Ans:    M. Night Shyamalan
Predicted Path:   The Happening --[directed_by]--> M. Night Shyamalan --[(INV) directed_by]--> The Sixth Sense --[written_by]--> M. Night Shyamalan
Path (Raw):       The Happening --[directed_by]--> M. Night Shyamalan --[(INV) directed_by]--> The Sixth Sense --[written_by]--> M. Night Shyamalan
Neg LogProb(↓):   0.793719
Path Entropy(↓):  1.344480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by chris stapp release
Start Entity:     Chris Stapp
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Chris Stapp --[(INV) written_by]--> The Devil Dared Me To --[release_year]--> 2007
Path (Raw):       Chris Stapp --[No Operation]--> Chris Stapp --[(INV) written_by]--> The Devil Dared Me To --[release_year]--> 2007
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor phil cornwell co - starred with who
Start Entity:     Phil Cornwell
Gold Answer:      [['John Sessions', 'Ronni Ancona']]
Predicted Ans:    Phil Cornwell
Predicted Path:   Phil Cornwell --[(INV) starred_actors]--> Stella Street --[starred_actors]--> Phil Cornwell
Path (Raw):       Phil Cornwell --[No Operation]--> Phil Cornwell --[(INV) starred_actors]--> Stella Street --[starred_actors]--> Phil Cornwell
Neg LogProb(↓):   0.055221
Path Entropy(↓):  0.213056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of madea's family reunion were directed by who
Start Entity:     Madea's Family Reunion
Gold Answer:      [['Tyler Perry', 'Darren Grant']]
Predicted Ans:    Tyler Perry
Predicted Path:   Madea's Family Reunion --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[directed_by]--> Tyler Perry
Path (Raw):       Madea's Family Reunion --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[directed_by]--> Tyler Perry
Neg LogProb(↓):   0.169660
Path Entropy(↓):  0.773443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in vital
Start Entity:     Vital
Gold Answer:      [['Thai', 'English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Vital --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[in_language]--> Japanese
Path (Raw):       Vital --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[in_language]--> Japanese
Neg LogProb(↓):   0.001095
Path Entropy(↓):  0.009112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of mutiny on the bounty also starred in which films
Start Entity:     Mutiny on the Bounty
Gold Answer:      [['11 Harrowhouse', 'The Suspect', 'Spartacus', 'Manhattan Melodrama', 'The Roots of Heaven', 'Green for Danger', 'If I Had a Million', 'Don Juan DeMarco', 'Mogambo', 'Any Number Can Play', 'Bedtime Story', 'The Third Man', 'The Paradine Case', 'The Old Dark House', 'But Not for Me', 'Captain Kidd', 'A Countess from Hong Kong', 'The Sign of the Cross', 'Outcast of the Islands', 'The Ugly American', 'The Call of the Wild', 'The Men', 'Saratoga', 'This Land Is Mine', 'Désirée', 'The Score', 'One-Eyed Jacks', 'The Barretts of Wimpole Street', 'I See a Dark Stranger', 'Superman', 'The Cockleshell Heroes', 'No Man of Her Own', 'A Streetcar Named Desire', 'Command Decision', 'Polly of the Circus', 'Red Dust', 'Last Tango in Paris', 'China Seas', 'Viva Zapata!', 'Julius Caesar', 'The Wild One', 'The Misfits', 'Boom Town', 'The Formula', 'Les Misérables', 'A Free Soul', 'The Night Visitor', 'It Started in Naples', 'Jamaica Inn', 'Dancing Lady', 'Wife vs. Secretary', 'Payment Deferred', 'It Started with Eve', "Ryan's Daughter", 'The Big Clock', 'The Hucksters', 'Sidewalks of London', 'Betrayed', 'Burn!', 'The Chase', 'Sayonara', 'Test Pilot', 'Island of Lost Souls', 'San Francisco', 'The Strange Door', 'Candy', 'Guys and Dolls', 'Morituri', 'The Tall Men', 'The Freshman', 'Ruggles of Red Gap', 'Father Goose', 'The King and Four Queens', 'Sons and Lovers', 'The Night of the Following Day', 'The Offence', 'The Key', 'The Missouri Breaks', "Von Ryan's Express", 'Night Flight', 'Possessed', 'The Teahouse of the August Moon', 'Cain and Mabel', 'On the Waterfront', 'Comrade X', 'Night Nurse', 'Rembrandt', 'The Bribe', 'After Office Hours', 'The Canterville Ghost', 'Reflections in a Golden Eye', 'Soldier of Fortune', 'The Hunchback of Notre Dame', 'The Fugitive Kind', 'The Godfather', 'The Young Lions', 'It Happened One Night', 'Forsaking All Others', 'Apocalypse Now', 'The Brave', 'Too Hot to Handle', 'Witness for the Prosecution', 'The Island of Dr. Moreau', "Hobson's Choice", 'Across the Wide Missouri', 'Abbott and Costello Meet Captain Kidd', "Teacher's Pet", 'Arch of Triumph', 'Young Bess', 'Strange Cargo', "Idiot's Delight", 'The Appaloosa']]
Predicted Ans:    Wife vs. Secretary
Predicted Path:   Mutiny on the Bounty --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Wife vs. Secretary
Path (Raw):       Mutiny on the Bounty --[starred_actors]--> Clark Gable --[No Operation]--> Clark Gable --[(INV) starred_actors]--> Wife vs. Secretary
Neg LogProb(↓):   1.413841
Path Entropy(↓):  2.864969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of mixed blood
Start Entity:     Mixed Blood
Gold Answer:      [['Geri Miller', 'Rooney Mara', 'Sylvia Miles', 'Andrea Feldman', 'Wagner Moura', 'Holly Woodlawn', "Patti D'Arbanville", 'Joe Dallesandro', 'Martin Sheen', 'Geraldine Smith', 'Al Pacino', 'Robert De Niro', 'Maxime McKendry', 'Candy Darling', 'Vittorio De Sica', 'Val Kilmer', 'Udo Kier']]
Predicted Ans:    Joe Dallesandro
Predicted Path:   Mixed Blood --[directed_by]--> Paul Morrissey --[(INV) directed_by]--> Heat --[starred_actors]--> Joe Dallesandro
Path (Raw):       Mixed Blood --[directed_by]--> Paul Morrissey --[(INV) directed_by]--> Heat --[starred_actors]--> Joe Dallesandro
Neg LogProb(↓):   0.353817
Path Entropy(↓):  1.044557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in charlie chan's murder cruise
Start Entity:     Charlie Chan's Murder Cruise
Gold Answer:      [['Sidney Toler']]
Predicted Ans:    Sidney Toler
Predicted Path:   Charlie Chan's Murder Cruise --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[starred_actors]--> Sidney Toler
Path (Raw):       Charlie Chan's Murder Cruise --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[starred_actors]--> Sidney Toler
Neg LogProb(↓):   0.298151
Path Entropy(↓):  0.913632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by vera m. oldham
Start Entity:     Vera M. Oldham
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Vera M. Oldham --[(INV) written_by]--> Chandu the Magician --[has_genre]--> Fantasy
Path (Raw):       Vera M. Oldham --[No Operation]--> Vera M. Oldham --[(INV) written_by]--> Chandu the Magician --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of emilio fernandez
Start Entity:     Emilio Fernández
Gold Answer:      [['John Steinbeck']]
Predicted Ans:    John Steinbeck
Predicted Path:   Emilio Fernández --[(INV) written_by]--> La perla --[written_by]--> John Steinbeck
Path (Raw):       Emilio Fernández --[No Operation]--> Emilio Fernández --[(INV) written_by]--> La perla --[written_by]--> John Steinbeck
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mirrors 2 were released in which years
Start Entity:     Mirrors 2
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Mirrors 2 --[directed_by]--> Víctor García --[(INV) directed_by]--> Return to House on Haunted Hill --[release_year]--> 2007
Path (Raw):       Mirrors 2 --[directed_by]--> Víctor García --[(INV) directed_by]--> Return to House on Haunted Hill --[release_year]--> 2007
Neg LogProb(↓):   0.436644
Path Entropy(↓):  0.649768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mac were released in which years
Start Entity:     Mac
Gold Answer:      [['1998', '2013']]
Predicted Ans:    2013
Predicted Path:   Mac --[directed_by]--> John Turturro --[(INV) directed_by]--> Fading Gigolo --[release_year]--> 2013
Path (Raw):       Mac --[directed_by]--> John Turturro --[(INV) directed_by]--> Fading Gigolo --[release_year]--> 2013
Neg LogProb(↓):   0.334931
Path Entropy(↓):  0.791309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Marika beiku was the director on which movies
Start Entity:     Marika Beiku
Gold Answer:      [['The Killers']]
Predicted Ans:    The Dark Mirror
Predicted Path:   Marika Beiku --[(INV) directed_by]--> The Killers --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror
Path (Raw):       Marika Beiku --[(INV) directed_by]--> The Killers --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror
Neg LogProb(↓):   0.961456
Path Entropy(↓):  2.392132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was margaret cho an actor in
Start Entity:     Margaret Cho
Gold Answer:      [["I'm the One That I Want", "It's My Party"]]
Predicted Ans:    It's My Party
Predicted Path:   Margaret Cho --[(INV) starred_actors]--> It's My Party --[written_by]--> Randal Kleiser --[(INV) written_by]--> It's My Party
Path (Raw):       Margaret Cho --[(INV) starred_actors]--> It's My Party --[written_by]--> Randal Kleiser --[(INV) written_by]--> It's My Party
Neg LogProb(↓):   0.063781
Path Entropy(↓):  0.292561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film species ii
Start Entity:     Species II
Gold Answer:      [['Roger Donaldson', 'Mike Newell', 'Charlie Picerni', 'Quentin Tarantino', 'Félix Enríquez Alcalá', 'Olivier Assayas', 'Michael Corrente', 'Lee Tamahori', 'John Carpenter', 'John Dahl', 'Ramón Menéndez', 'Robert Parrish', 'Uwe Boll', 'Brian A Miller', 'Jim Wynorski', 'Steve Miner', 'Sam Peckinpah', 'Ringo Lam', 'Robby Henson']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Species II --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Path (Raw):       Species II --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   1.112573
Path Entropy(↓):  1.304389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the man
Start Entity:     The Man
Gold Answer:      [['Carlo Carlei', 'James Herbert', 'Alastair Fothergill', 'Mark Linfield', 'Dashiell Hammett', 'Phillip Rhee', 'John Milius', 'David Beaird', 'Michael Bortman', 'J.R. Moehringer', 'Gene Quintano', 'Mark Pavia', 'John Heffernan', 'Mark Schwahn', 'David Dalessandro', 'Kasi Lemmons', 'George Dawes Green', 'Elmore Leonard', 'Allison Burnett', 'Stephen King', 'Ben Hecht', 'David Steinberg', 'Christopher Guest', 'David Soren', 'Aimee Lagos', 'Michael Crichton', 'Quentin Tarantino', 'Chris Fisher', 'Howard Sackler', 'Irene Mecchi', 'Daniel Vigne', 'Lester Pine', 'Tina Pine', 'Cormac McCarthy', 'Bapsi Sidhwa', 'Ernest Tidyman', 'Alan Paton', 'Sarah Thorp', 'Shane Black', 'Deepa Mehta', 'Craig Brewer', 'Seth Michael Donsky', 'Lowell Ganz', 'Babaloo Mandel', 'John Gatins', 'Nicholas Proffitt', 'Thomas Berger', 'Peter A. Dowling', 'H. Rider Haggard', 'Oliver Stone', 'Charles Lederer', 'Eleazar Lipsky', 'John Grisham', 'David Bowers', 'Tom Epperson', 'John Singleton', 'Francis Veber', 'Jonathan Roberts', 'George Scribner', 'Larry Cohen', 'Linda Woolverton', 'Richard Price', 'Bob Saget', 'Paul Thomas Anderson', 'Eddie Murphy', 'Holly Goldberg Sloan', 'Billy Bob Thornton', 'Ann Peacock', 'Antjie Krog', 'Eugene Levy', 'Robert E. Howard', 'Osamu Tezuka', 'David Loughery', 'Steve Barancik', 'M. Night Shyamalan', 'Howard Korder', 'Keith Scholey']]
Predicted Ans:    Mark Linfield
Predicted Path:   The Man --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[written_by]--> Mark Linfield
Path (Raw):       The Man --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[written_by]--> Mark Linfield
Neg LogProb(↓):   0.558888
Path Entropy(↓):  1.656305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of adventureland
Start Entity:     Adventureland
Gold Answer:      [['Stanley Tucci', 'Larry David', 'Bill Hader', 'Philip Baker Hall', 'Jon Hamm', 'Michael Cera', 'Hope Davis', 'Jonah Hill', 'Simon Pegg', 'Nick Frost']]
Predicted Ans:    Jesse Eisenberg
Predicted Path:   Adventureland --[directed_by]--> Greg Mottola --[(INV) directed_by]--> Adventureland --[starred_actors]--> Jesse Eisenberg
Path (Raw):       Adventureland --[directed_by]--> Greg Mottola --[(INV) directed_by]--> Adventureland --[starred_actors]--> Jesse Eisenberg
Neg LogProb(↓):   0.007342
Path Entropy(↓):  0.053140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of just pals
Start Entity:     Just Pals
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'She Wore a Yellow Ribbon', 'The Fugitive', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    Stagecoach
Predicted Path:   Just Pals --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach
Path (Raw):       Just Pals --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach --[No Operation]--> Stagecoach
Neg LogProb(↓):   1.765397
Path Entropy(↓):  2.616820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film ulysses starred which actors
Start Entity:     Ulysses
Gold Answer:      [['Maurice Roëves', 'Barbara Jefford', "Milo O'Shea"]]
Predicted Ans:    Kirk Douglas
Predicted Path:   Ulysses --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Path (Raw):       Ulysses --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   1.090990
Path Entropy(↓):  2.090037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the fallen idol written by
Start Entity:     The Fallen Idol
Gold Answer:      [['Graham Greene']]
Predicted Ans:    Graham Greene
Predicted Path:   The Fallen Idol --[written_by]--> Graham Greene --[(INV) written_by]--> Across the Bridge --[written_by]--> Graham Greene
Path (Raw):       The Fallen Idol --[written_by]--> Graham Greene --[(INV) written_by]--> Across the Bridge --[written_by]--> Graham Greene
Neg LogProb(↓):   0.312474
Path Entropy(↓):  0.612491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to four shades of brown
Start Entity:     Four Shades of Brown
Gold Answer:      [['tomas alfredson']]
Predicted Ans:    tomas alfredson
Predicted Path:   Four Shades of Brown --[has_tags]--> tomas alfredson --[(INV) has_tags]--> Screwed in Tallinn --[has_tags]--> tomas alfredson
Path (Raw):       Four Shades of Brown --[has_tags]--> tomas alfredson --[(INV) has_tags]--> Screwed in Tallinn --[has_tags]--> tomas alfredson
Neg LogProb(↓):   0.189720
Path Entropy(↓):  0.505157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of midnight bayou
Start Entity:     Midnight Bayou
Gold Answer:      [['Martha Coolidge', 'Fred Zinnemann', 'David Carson', 'Peter Markle', 'Stephen Tolkin', 'Ralph Hemecker', 'Mike Robe', 'Bob Clark']]
Predicted Ans:    Stephen Tolkin
Predicted Path:   Midnight Bayou --[written_by]--> Nora Roberts --[(INV) written_by]--> Carolina Moon --[directed_by]--> Stephen Tolkin
Path (Raw):       Midnight Bayou --[written_by]--> Nora Roberts --[(INV) written_by]--> Carolina Moon --[directed_by]--> Stephen Tolkin
Neg LogProb(↓):   0.401298
Path Entropy(↓):  1.001706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by ethan coen
Start Entity:     ethan coen
Gold Answer:      [['The Ladykillers', 'A Serious Man']]
Predicted Ans:    A Serious Man
Predicted Path:   ethan coen --[(INV) has_tags]--> A Serious Man --[has_tags]--> ethan coen --[(INV) has_tags]--> A Serious Man
Path (Raw):       ethan coen --[(INV) has_tags]--> A Serious Man --[has_tags]--> ethan coen --[(INV) has_tags]--> A Serious Man
Neg LogProb(↓):   0.005495
Path Entropy(↓):  0.039662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of oh, susanna! starred who
Start Entity:     Oh, Susanna!
Gold Answer:      [['Ann Dvorak', 'Joseph Schildkraut', 'Roy Rogers', 'John Wayne', 'Gene Autry', 'Walter Brennan', 'Ward Bond', 'Judith Allen', 'Smiley Burnette', 'Vera Ralston', 'William Frawley']]
Predicted Ans:    John Wayne
Predicted Path:   Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Flame of Barbary Coast --[starred_actors]--> John Wayne
Path (Raw):       Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Flame of Barbary Coast --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.074830
Path Entropy(↓):  0.288030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer ken ghosh
Start Entity:     Ken Ghosh
Gold Answer:      [["Genelia D'Souza", 'Shahid Kapoor']]
Predicted Ans:    Shahid Kapoor
Predicted Path:   Ken Ghosh --[(INV) written_by]--> Chance Pe Dance --[starred_actors]--> Shahid Kapoor
Path (Raw):       Ken Ghosh --[No Operation]--> Ken Ghosh --[(INV) written_by]--> Chance Pe Dance --[starred_actors]--> Shahid Kapoor
Neg LogProb(↓):   0.002598
Path Entropy(↓):  0.018599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by morton dacosta fall under
Start Entity:     Morton DaCosta
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Morton DaCosta --[(INV) directed_by]--> Auntie Mame --[has_genre]--> Comedy
Path (Raw):       Morton DaCosta --[No Operation]--> Morton DaCosta --[(INV) directed_by]--> Auntie Mame --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by rauni mollberg were in which genres
Start Entity:     Rauni Mollberg
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    War
Predicted Path:   Rauni Mollberg --[(INV) directed_by]--> The Unknown Soldier --[has_genre]--> War
Path (Raw):       Rauni Mollberg --[No Operation]--> Rauni Mollberg --[(INV) directed_by]--> The Unknown Soldier --[has_genre]--> War
Neg LogProb(↓):   0.696411
Path Entropy(↓):  0.715114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the return of swamp thing
Start Entity:     The Return of Swamp Thing
Gold Answer:      [['Steve Mitchell', 'Charles B. Griffith', 'Jim Wynorski', 'Damian Lee', 'Mark Hanna', 'Lenny Juliano']]
Predicted Ans:    Damian Lee
Predicted Path:   The Return of Swamp Thing --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Path (Raw):       The Return of Swamp Thing --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Neg LogProb(↓):   0.241147
Path Entropy(↓):  0.713329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john a. alonzo directed films
Start Entity:     John A. Alonzo
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   John A. Alonzo --[(INV) directed_by]--> FM --[release_year]--> 1978
Path (Raw):       John A. Alonzo --[No Operation]--> John A. Alonzo --[(INV) directed_by]--> FM --[release_year]--> 1978
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jerry springer starred together with who
Start Entity:     Jerry Springer
Gold Answer:      [['Dolph Lundgren', 'Thomas Lockyer', 'Shakara Ledard']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Jerry Springer --[(INV) starred_actors]--> The Defender --[starred_actors]--> Dolph Lundgren
Path (Raw):       Jerry Springer --[No Operation]--> Jerry Springer --[(INV) starred_actors]--> The Defender --[starred_actors]--> Dolph Lundgren
Neg LogProb(↓):   0.019583
Path Entropy(↓):  0.095891
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by mighty aphrodite writers
Start Entity:     Mighty Aphrodite
Gold Answer:      [['Portuguese', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Mighty Aphrodite --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Mighty Aphrodite --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.008385
Path Entropy(↓):  0.065107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of random hearts
Start Entity:     Random Hearts
Gold Answer:      [['Danny DeVito']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Random Hearts --[written_by]--> Warren Adler --[(INV) written_by]--> Random Hearts --[directed_by]--> Sydney Pollack
Path (Raw):       Random Hearts --[written_by]--> Warren Adler --[(INV) written_by]--> Random Hearts --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.159468
Path Entropy(↓):  0.418177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films starred by klaus wennemann
Start Entity:     Klaus Wennemann
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Klaus Wennemann --[(INV) starred_actors]--> Das Boot --[release_year]--> 1981
Path (Raw):       Klaus Wennemann --[No Operation]--> Klaus Wennemann --[(INV) starred_actors]--> Das Boot --[release_year]--> 1981
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film wilson
Start Entity:     Wilson
Gold Answer:      [['henry king']]
Predicted Ans:    henry king
Predicted Path:   Wilson --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Path (Raw):       Wilson --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Neg LogProb(↓):   0.000869
Path Entropy(↓):  0.007474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by dallas page were written by who
Start Entity:     Dallas Page
Gold Answer:      [["Jerry O'Connell", 'Jessica Bendinger', 'Kate Kondell']]
Predicted Ans:    Jerry O'Connell
Predicted Path:   Dallas Page --[(INV) starred_actors]--> First Daughter --[written_by]--> Jerry O'Connell
Path (Raw):       Dallas Page --[No Operation]--> Dallas Page --[(INV) starred_actors]--> First Daughter --[written_by]--> Jerry O'Connell
Neg LogProb(↓):   0.252378
Path Entropy(↓):  0.574977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of aakrosh was who
Start Entity:     Aakrosh
Gold Answer:      [['Priyadarshan']]
Predicted Ans:    Priyadarshan
Predicted Path:   Aakrosh --[directed_by]--> Priyadarshan --[(INV) directed_by]--> De Dana Dan --[directed_by]--> Priyadarshan
Path (Raw):       Aakrosh --[directed_by]--> Priyadarshan --[(INV) directed_by]--> De Dana Dan --[directed_by]--> Priyadarshan
Neg LogProb(↓):   0.016810
Path Entropy(↓):  0.088506
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by scott sanders starred who
Start Entity:     Scott Sanders
Gold Answer:      [['Morgan Freeman']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Scott Sanders --[(INV) written_by]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Path (Raw):       Scott Sanders --[No Operation]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie suddenly are written by who
Start Entity:     Suddenly
Gold Answer:      [['Dorothy Macardle', 'Richard L. Breen', 'Warren Duff']]
Predicted Ans:    Dorothy Macardle
Predicted Path:   Suddenly --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited --[written_by]--> Dorothy Macardle
Path (Raw):       Suddenly --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited --[written_by]--> Dorothy Macardle
Neg LogProb(↓):   0.358838
Path Entropy(↓):  0.668264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in scrooged
Start Entity:     Scrooged
Gold Answer:      [['1980', '1946', '2008', '2003', '1993', '1967', '1979', '1984', '1998', '2009', '2010', '2004', '1982', '1953', '2014', '1990', '1996', '1981', '2012', '1955', '2000', '1997', '2005', '1991', '1969']]
Predicted Ans:    1981
Predicted Path:   Scrooged --[starred_actors]--> Karen Allen --[(INV) starred_actors]--> Raiders of the Lost Ark --[release_year]--> 1981
Path (Raw):       Scrooged --[starred_actors]--> Karen Allen --[(INV) starred_actors]--> Raiders of the Lost Ark --[release_year]--> 1981
Neg LogProb(↓):   0.798530
Path Entropy(↓):  1.449482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by lewis e. lawes fall under
Start Entity:     Lewis E. Lawes
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Lewis E. Lawes --[(INV) written_by]--> Castle on the Hudson --[has_genre]--> Drama
Path (Raw):       Lewis E. Lawes --[No Operation]--> Lewis E. Lawes --[(INV) written_by]--> Castle on the Hudson --[has_genre]--> Drama
Neg LogProb(↓):   0.347968
Path Entropy(↓):  0.605739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the girl in the red velvet swing
Start Entity:     The Girl in the Red Velvet Swing
Gold Answer:      [['1970', '1954', '1944', '1993', '1936', '1935', '1941', '1968', '1939', '1957', '1951', '1953', '1947', '1956', '1943', '1948', '1972', '1942', '1940', '1955', '1962', '1949', '1997', '1960', '1945', '1937', '1952', '1958']]
Predicted Ans:    1954
Predicted Path:   The Girl in the Red Velvet Swing --[starred_actors]--> Farley Granger --[(INV) starred_actors]--> Senso --[release_year]--> 1954
Path (Raw):       The Girl in the Red Velvet Swing --[starred_actors]--> Farley Granger --[(INV) starred_actors]--> Senso --[release_year]--> 1954
Neg LogProb(↓):   1.824335
Path Entropy(↓):  1.351947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film no reservations
Start Entity:     No Reservations
Gold Answer:      [['E. Elias Merhige', 'Philipp Stölzl', 'Todd Haynes', 'Joshua Michael Stern', 'Brandon Camp', 'Vincenzo Natali', 'Buddy Van Horn', 'John Cameron Mitchell', 'Bernie Goldmann', 'Gore Verbinski', 'Christopher Nolan', 'Ira Sachs', 'Mark Levin', 'Antoine Fuqua', 'Jennifer Flackett', 'Mel Damski', 'John Woo', 'Ruben Fleischer', 'Stuart Beattie', 'John Duigan', 'David M. Rosenthal', 'Isabel Coixet', 'Valerie Faris', 'Jonathan Dayton', 'Wayne Thornley', 'Larry Fessenden', 'Melisa Wallack', 'Gavin Hood', 'Jason Reitman', 'Lucky McKee', 'Hans Canosa', 'Brad Anderson', 'Daniel Petrie', 'Stanley M. Brooks', 'Neil LaBute', 'Will Gluck', 'M. Night Shyamalan', 'Chandler Tuttle', 'Nick Cassavetes', 'Brian De Palma', 'Robby Henson']]
Predicted Ans:    Neil LaBute
Predicted Path:   No Reservations --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Path (Raw):       No Reservations --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Neg LogProb(↓):   0.324381
Path Entropy(↓):  0.670313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the magical legend of the leprechauns
Start Entity:     The Magical Legend of the Leprechauns
Gold Answer:      [['Bruce Joel Rubin', 'Linda Woolverton', 'Tom Cruise', 'Annie Proulx', 'Larry McMurtry', 'Neil Simon', 'Scott Rosenberg', 'Sam Shepard', 'Jenaro Prieto', 'Don Roos', 'Charles Dickens', 'Brad Hall', 'Elisa Bell', 'Bob Ducsay', 'Diana Ossana', 'Ken Russell', 'Gary David Goldberg', 'Hugh Wilson', 'Graham Yost', 'Christopher Hawthorne', 'Jacquelyn Mitchard', 'Robert Zemeckis', 'John Cork', 'Alice Walker', 'Dean Riesner', 'Dick Wolf', 'Terry McMillan', 'Alvin Sargent', 'Pete Townshend', 'Roddy Doyle', 'Will Aldis', 'John Hughes', 'John Murlowski', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Hilary Henkin']]
Predicted Ans:    Lewis Carroll
Predicted Path:   The Magical Legend of the Leprechauns --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Lewis Carroll
Path (Raw):       The Magical Legend of the Leprechauns --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Lewis Carroll
Neg LogProb(↓):   1.858139
Path Entropy(↓):  2.130322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by michele lee
Start Entity:     Michele Lee
Gold Answer:      [['Abe Burrows', 'Shepherd Mead', 'Jack Weinstock', 'Willie Gilbert', 'David Swift', 'Gordon Buford']]
Predicted Ans:    Abe Burrows
Predicted Path:   Michele Lee --[(INV) starred_actors]--> How to Succeed in Business Without Really Trying --[written_by]--> Abe Burrows
Path (Raw):       Michele Lee --[No Operation]--> Michele Lee --[(INV) starred_actors]--> How to Succeed in Business Without Really Trying --[written_by]--> Abe Burrows
Neg LogProb(↓):   0.523204
Path Entropy(↓):  0.826205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by shoot to kill actors
Start Entity:     Shoot to Kill
Gold Answer:      [['Family', 'Music', 'Western', 'Short', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Shoot to Kill --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Path (Raw):       Shoot to Kill --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Neg LogProb(↓):   1.145141
Path Entropy(↓):  1.860421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by guy endore
Start Entity:     Guy Endore
Gold Answer:      [['Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   Guy Endore --[(INV) written_by]--> Whirlpool --[directed_by]--> Otto Preminger
Path (Raw):       Guy Endore --[No Operation]--> Guy Endore --[(INV) written_by]--> Whirlpool --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by adrienne ames in
Start Entity:     Adrienne Ames
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adrienne Ames --[(INV) starred_actors]--> The Death Kiss --[has_genre]--> Comedy
Path (Raw):       Adrienne Ames --[No Operation]--> Adrienne Ames --[(INV) starred_actors]--> The Death Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is road to morocco
Start Entity:     Road to Morocco
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Road to Morocco --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Road to Morocco --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.266163
Path Entropy(↓):  4.391000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by lara shapiro
Start Entity:     Lara Shapiro
Gold Answer:      [['Lindsay Lohan', 'Luke Kirby', 'Chris Parnell']]
Predicted Ans:    Lindsay Lohan
Predicted Path:   Lara Shapiro --[(INV) written_by]--> Labor Pains --[starred_actors]--> Lindsay Lohan
Path (Raw):       Lara Shapiro --[No Operation]--> Lara Shapiro --[(INV) written_by]--> Labor Pains --[starred_actors]--> Lindsay Lohan
Neg LogProb(↓):   0.000320
Path Entropy(↓):  0.002951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in high, wide, and handsome
Start Entity:     High, Wide, and Handsome
Gold Answer:      [['Irene Dunne', 'Dorothy Lamour', 'Randolph Scott']]
Predicted Ans:    Randolph Scott
Predicted Path:   High, Wide, and Handsome --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Path (Raw):       High, Wide, and Handsome --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.421456
Path Entropy(↓):  0.816554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of toomorrow
Start Entity:     Toomorrow
Gold Answer:      [['Victoria Vetri', 'Edward Judd', 'Janet Munro', 'Leo McKern', 'Robin Askwith', 'Margia Dean', 'Emlyn Williams', 'Bette Davis', 'Gary Merrill', 'Jack Warner', 'Brian Donlevy']]
Predicted Ans:    Brian Donlevy
Predicted Path:   Toomorrow --[written_by]--> Val Guest --[(INV) written_by]--> The Quatermass Xperiment --[starred_actors]--> Brian Donlevy
Path (Raw):       Toomorrow --[written_by]--> Val Guest --[(INV) written_by]--> The Quatermass Xperiment --[starred_actors]--> Brian Donlevy
Neg LogProb(↓):   0.021677
Path Entropy(↓):  0.110303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of real genius also wrote movies
Start Entity:     Real Genius
Gold Answer:      [['Moving Violations', 'Bachelor Party', 'Brain Donors', 'Wrongfully Accused', 'Hot Shots!', 'Scary Movie 4', 'Hot Shots! Part Deux']]
Predicted Ans:    Hot Shots!
Predicted Path:   Real Genius --[written_by]--> Pat Proft --[(INV) written_by]--> Hot Shots!
Path (Raw):       Real Genius --[written_by]--> Pat Proft --[(INV) written_by]--> Hot Shots! --[No Operation]--> Hot Shots!
Neg LogProb(↓):   0.017908
Path Entropy(↓):  0.107592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the east of eden director release
Start Entity:     East of Eden
Gold Answer:      [['1995', '1976', '1963', '1949', '1956', '1972', '1954', '1957', '1960', '1950', '1951', '1961', '1947', '1945', '1969', '1952', '1984']]
Predicted Ans:    1947
Predicted Path:   East of Eden --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Gentleman's Agreement --[release_year]--> 1947
Path (Raw):       East of Eden --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Gentleman's Agreement --[release_year]--> 1947
Neg LogProb(↓):   1.481568
Path Entropy(↓):  2.281199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the world before her
Start Entity:     The World Before Her
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The World Before Her --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       The World Before Her --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.753267
Path Entropy(↓):  4.015661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film ella enchanted
Start Entity:     Ella Enchanted
Gold Answer:      [['anne hathaway', 'fairy tale', 'hugh dancy']]
Predicted Ans:    asperger syndrome
Predicted Path:   Ella Enchanted --[has_tags]--> hugh dancy --[(INV) has_tags]--> Adam --[has_tags]--> asperger syndrome
Path (Raw):       Ella Enchanted --[has_tags]--> hugh dancy --[(INV) has_tags]--> Adam --[has_tags]--> asperger syndrome
Neg LogProb(↓):   0.106594
Path Entropy(↓):  0.328454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with at long last love fall under
Start Entity:     At Long Last Love
Gold Answer:      [['Romance', 'Sport', 'Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   At Long Last Love --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[has_genre]--> Comedy
Path (Raw):       At Long Last Love --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[has_genre]--> Comedy
Neg LogProb(↓):   1.514873
Path Entropy(↓):  2.445722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for while the city sleeps
Start Entity:     While the City Sleeps
Gold Answer:      [['Casey Robinson', 'Charles Einstein']]
Predicted Ans:    Charles Einstein
Predicted Path:   While the City Sleeps --[written_by]--> Charles Einstein --[(INV) written_by]--> While the City Sleeps --[written_by]--> Charles Einstein
Path (Raw):       While the City Sleeps --[written_by]--> Charles Einstein --[(INV) written_by]--> While the City Sleeps --[written_by]--> Charles Einstein
Neg LogProb(↓):   0.448112
Path Entropy(↓):  0.682657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie true colors were in which genres
Start Entity:     True Colors
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   True Colors --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[has_genre]--> Comedy
Path (Raw):       True Colors --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[has_genre]--> Comedy
Neg LogProb(↓):   0.320531
Path Entropy(↓):  0.923666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was wesley ruggles the director of
Start Entity:     Wesley Ruggles
Gold Answer:      [['Cimarron', 'Too Many Husbands', "I'm No Angel", 'You Belong to Me', 'The Gilded Lily', 'Arizona', 'I Met Him in Paris', 'No Man of Her Own', 'See Here, Private Hargrove', 'The Bride Comes Home', 'True Confession']]
Predicted Ans:    True Confession
Predicted Path:   Wesley Ruggles --[(INV) directed_by]--> True Confession --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> True Confession
Path (Raw):       Wesley Ruggles --[(INV) directed_by]--> True Confession --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> True Confession
Neg LogProb(↓):   0.497053
Path Entropy(↓):  1.268909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of moscow on the hudson
Start Entity:     Moscow on the Hudson
Gold Answer:      [['1976', '1978', '1970', '1993', '1991', '1982', '1973', '1986', '1974']]
Predicted Ans:    1982
Predicted Path:   Moscow on the Hudson --[written_by]--> Paul Mazursky --[(INV) written_by]--> Tempest --[release_year]--> 1982
Path (Raw):       Moscow on the Hudson --[written_by]--> Paul Mazursky --[(INV) written_by]--> Tempest --[release_year]--> 1982
Neg LogProb(↓):   0.530993
Path Entropy(↓):  1.128146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by what women want actors
Start Entity:     What Women Want
Gold Answer:      [['Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Thriller', 'Adventure', 'Crime', 'History', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   What Women Want --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> A Simple Life --[has_genre]--> Drama
Path (Raw):       What Women Want --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> A Simple Life --[has_genre]--> Drama
Neg LogProb(↓):   0.660136
Path Entropy(↓):  1.444060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the night of the hunter also wrote which films
Start Entity:     The Night of the Hunter
Gold Answer:      [["Fools' Parade", 'All the Way Home', 'The African Queen']]
Predicted Ans:    The Night of the Hunter
Predicted Path:   The Night of the Hunter --[written_by]--> Davis Grubb --[(INV) written_by]--> The Night of the Hunter
Path (Raw):       The Night of the Hunter --[written_by]--> Davis Grubb --[(INV) written_by]--> The Night of the Hunter --[No Operation]--> The Night of the Hunter
Neg LogProb(↓):   0.063546
Path Entropy(↓):  0.268245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the film at the devil's door
Start Entity:     At the Devil's Door
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   At the Devil's Door --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       At the Devil's Door --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.924709
Path Entropy(↓):  4.420336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote darling lili
Start Entity:     Darling Lili
Gold Answer:      [['Blake Edwards', 'William Peter Blatty']]
Predicted Ans:    William Peter Blatty
Predicted Path:   Darling Lili --[written_by]--> William Peter Blatty --[(INV) written_by]--> The Ninth Configuration --[written_by]--> William Peter Blatty
Path (Raw):       Darling Lili --[written_by]--> William Peter Blatty --[(INV) written_by]--> The Ninth Configuration --[written_by]--> William Peter Blatty
Neg LogProb(↓):   0.396671
Path Entropy(↓):  0.854362
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie only god forgives
Start Entity:     Only God Forgives
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   Only God Forgives --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Path (Raw):       Only God Forgives --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Neg LogProb(↓):   0.329271
Path Entropy(↓):  0.905368
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie wild at heart were in which genres
Start Entity:     Wild at Heart
Gold Answer:      [['Drama', 'Action', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Wild at Heart --[written_by]--> David Lynch --[(INV) written_by]--> The Elephant Man --[has_genre]--> Drama
Path (Raw):       Wild at Heart --[written_by]--> David Lynch --[(INV) written_by]--> The Elephant Man --[has_genre]--> Drama
Neg LogProb(↓):   0.003361
Path Entropy(↓):  0.026739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with george lazenby
Start Entity:     George Lazenby
Gold Answer:      [['Telly Savalas', 'John Stamos', 'Gene Simmons', 'Vanity', 'Diana Rigg']]
Predicted Ans:    Diana Rigg
Predicted Path:   George Lazenby --[(INV) starred_actors]--> On Her Majesty's Secret Service --[starred_actors]--> Diana Rigg
Path (Raw):       George Lazenby --[No Operation]--> George Lazenby --[(INV) starred_actors]--> On Her Majesty's Secret Service --[starred_actors]--> Diana Rigg
Neg LogProb(↓):   0.476640
Path Entropy(↓):  0.928349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by margaret cho in
Start Entity:     Margaret Cho
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   Margaret Cho --[(INV) starred_actors]--> It's My Party --[has_genre]--> Drama
Path (Raw):       Margaret Cho --[No Operation]--> Margaret Cho --[(INV) starred_actors]--> It's My Party --[has_genre]--> Drama
Neg LogProb(↓):   0.467345
Path Entropy(↓):  0.660717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the director of the bigamist
Start Entity:     The Bigamist
Gold Answer:      [['Ida Lupino']]
Predicted Ans:    Ida Lupino
Predicted Path:   The Bigamist --[directed_by]--> Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[directed_by]--> Ida Lupino
Path (Raw):       The Bigamist --[directed_by]--> Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[directed_by]--> Ida Lupino
Neg LogProb(↓):   0.576764
Path Entropy(↓):  0.733906
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with kevin o'neill
Start Entity:     Kevin O'Neill
Gold Answer:      [['Alan Moore']]
Predicted Ans:    Alan Moore
Predicted Path:   Kevin O'Neill --[(INV) written_by]--> The League of Extraordinary Gentlemen --[written_by]--> Alan Moore
Path (Raw):       Kevin O'Neill --[No Operation]--> Kevin O'Neill --[(INV) written_by]--> The League of Extraordinary Gentlemen --[written_by]--> Alan Moore
Neg LogProb(↓):   0.582036
Path Entropy(↓):  0.686226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie a smoky mountain christmas about
Start Entity:     A Smoky Mountain Christmas
Gold Answer:      [['henry winkler']]
Predicted Ans:    henry winkler
Predicted Path:   A Smoky Mountain Christmas --[has_tags]--> henry winkler --[(INV) has_tags]--> Holes --[has_tags]--> henry winkler
Path (Raw):       A Smoky Mountain Christmas --[has_tags]--> henry winkler --[(INV) has_tags]--> Holes --[has_tags]--> henry winkler
Neg LogProb(↓):   0.438539
Path Entropy(↓):  0.652331
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the wind that shakes the barley
Start Entity:     The Wind That Shakes the Barley
Gold Answer:      [['Paul Laverty']]
Predicted Ans:    Paul Laverty
Predicted Path:   The Wind That Shakes the Barley --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[written_by]--> Paul Laverty
Path (Raw):       The Wind That Shakes the Barley --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[written_by]--> Paul Laverty
Neg LogProb(↓):   0.000608
Path Entropy(↓):  0.005704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the wrong man
Start Entity:     The Wrong Man
Gold Answer:      [['Eileen Heckart', 'Katharine Hepburn', 'Irene Papas', 'Fredric March', 'Bette Davis', 'Ingrid Bergman', 'Lionel Barrymore', 'Olivia de Havilland', 'Errol Flynn', 'Lauren Bacall', 'Donald Crisp', 'Edward G. Robinson', 'Patty McCormack', 'Henry Jones', 'Richard Burton', 'Humphrey Bogart', 'Anna Sten', 'Geneviève Bujold', 'Anthony Quayle', 'Nancy Kelly']]
Predicted Ans:    Richard Burton
Predicted Path:   The Wrong Man --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Path (Raw):       The Wrong Man --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.448146
Path Entropy(↓):  0.791568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by arthur qwak
Start Entity:     Arthur Qwak
Gold Answer:      [['Vincent Lindon', 'Patrick Timsit']]
Predicted Ans:    Vincent Lindon
Predicted Path:   Arthur Qwak --[(INV) directed_by]--> Dragon Hunters --[starred_actors]--> Vincent Lindon
Path (Raw):       Arthur Qwak --[No Operation]--> Arthur Qwak --[(INV) directed_by]--> Dragon Hunters --[starred_actors]--> Vincent Lindon
Neg LogProb(↓):   0.000850
Path Entropy(↓):  0.006856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by adrienne shelly in
Start Entity:     Adrienne Shelly
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adrienne Shelly --[(INV) starred_actors]--> Hexed --[has_genre]--> Comedy
Path (Raw):       Adrienne Shelly --[No Operation]--> Adrienne Shelly --[(INV) starred_actors]--> Hexed --[has_genre]--> Comedy
Neg LogProb(↓):   0.254837
Path Entropy(↓):  0.559110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film runaway train
Start Entity:     Runaway Train
Gold Answer:      [['Jon Gunn', 'Ronald Neame', 'John Schlesinger', 'Joseph Anthony', 'Franco Zeffirelli', 'Paul Brickman', 'Stuart Rosenberg', 'Tony Scott', 'Alex Cox', 'Melissa Painter', "Declan O'Brien", 'Roger Vadim', 'Steven Schachter', 'King Vidor', 'Phil Joanou', 'Alan Rudolph', 'Brian Grant', 'Eugene Corr', 'John Boorman', 'Kevin Tenney', 'Martin Ritt', 'Victor Salva', 'Michael Taverna', 'Hal Ashby', 'Courtney Solomon', "Gavin O'Connor", 'Luis Llosa', 'Francis Ford Coppola', 'Robert Benton', 'Maximilian Schell', 'Curtis Hanson', 'John Singleton', 'Sidney Lumet', 'Jack Perez', 'Peter Hall', 'Daniel Goldberg', 'Steven Sawalich', 'Bob Fosse', 'Larry Cohen', 'Rob Reiner', 'James Gartner']]
Predicted Ans:    Victor Salva
Predicted Path:   Runaway Train --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Path (Raw):       Runaway Train --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Neg LogProb(↓):   0.213974
Path Entropy(↓):  0.690468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by kim delaney
Start Entity:     Kim Delaney
Gold Answer:      [['Eric Red']]
Predicted Ans:    Eric Red
Predicted Path:   Kim Delaney --[(INV) starred_actors]--> Body Parts --[directed_by]--> Eric Red
Path (Raw):       Kim Delaney --[No Operation]--> Kim Delaney --[(INV) starred_actors]--> Body Parts --[directed_by]--> Eric Red
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the perfect host also starred in which films
Start Entity:     The Perfect Host
Gold Answer:      [['Wet Hot American Summer', "Isn't She Great", 'The Mating Habits of the Earthbound Human', 'The Baytown Outlaws']]
Predicted Ans:    The Mating Habits of the Earthbound Human
Predicted Path:   The Perfect Host --[starred_actors]--> David Hyde Pierce --[(INV) starred_actors]--> The Mating Habits of the Earthbound Human
Path (Raw):       The Perfect Host --[starred_actors]--> David Hyde Pierce --[No Operation]--> David Hyde Pierce --[(INV) starred_actors]--> The Mating Habits of the Earthbound Human
Neg LogProb(↓):   0.031676
Path Entropy(↓):  0.170474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of bjørn lomborg written films
Start Entity:     Bjørn Lomborg
Gold Answer:      [['Ondi Timoner']]
Predicted Ans:    Ondi Timoner
Predicted Path:   Bjørn Lomborg --[(INV) written_by]--> Cool It --[directed_by]--> Ondi Timoner
Path (Raw):       Bjørn Lomborg --[No Operation]--> Bjørn Lomborg --[(INV) written_by]--> Cool It --[directed_by]--> Ondi Timoner
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000703
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of born american
Start Entity:     Born American
Gold Answer:      [['Renny Harlin']]
Predicted Ans:    Renny Harlin
Predicted Path:   Born American --[written_by]--> Renny Harlin --[(INV) written_by]--> The Legend of Hercules --[directed_by]--> Renny Harlin
Path (Raw):       Born American --[written_by]--> Renny Harlin --[(INV) written_by]--> The Legend of Hercules --[directed_by]--> Renny Harlin
Neg LogProb(↓):   0.000664
Path Entropy(↓):  0.005574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of son of the bride
Start Entity:     Son of the Bride
Gold Answer:      [['Soledad Villamil', 'Ricardo Darín']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Son of the Bride --[directed_by]--> Juan José Campanella --[(INV) directed_by]--> Son of the Bride --[starred_actors]--> Ricardo Darín
Path (Raw):       Son of the Bride --[directed_by]--> Juan José Campanella --[(INV) directed_by]--> Son of the Bride --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.048854
Path Entropy(↓):  0.235444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the if lucy fell director release
Start Entity:     If Lucy Fell
Gold Answer:      [['1997']]
Predicted Ans:    1996
Predicted Path:   If Lucy Fell --[directed_by]--> Eric Schaeffer --[(INV) directed_by]--> If Lucy Fell --[release_year]--> 1996
Path (Raw):       If Lucy Fell --[directed_by]--> Eric Schaeffer --[(INV) directed_by]--> If Lucy Fell --[release_year]--> 1996
Neg LogProb(↓):   0.013792
Path Entropy(↓):  0.072371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share writers with the movie lakeboat were in which genres
Start Entity:     Lakeboat
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lakeboat --[written_by]--> David Mamet --[(INV) written_by]--> Things Change --[has_genre]--> Comedy
Path (Raw):       Lakeboat --[written_by]--> David Mamet --[(INV) written_by]--> Things Change --[has_genre]--> Comedy
Neg LogProb(↓):   1.032523
Path Entropy(↓):  2.000579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the out for justice director
Start Entity:     Out for Justice
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Out for Justice --[directed_by]--> John Flynn --[(INV) directed_by]--> The Outfit --[has_genre]--> Crime
Path (Raw):       Out for Justice --[directed_by]--> John Flynn --[(INV) directed_by]--> The Outfit --[has_genre]--> Crime
Neg LogProb(↓):   0.000733
Path Entropy(↓):  0.007075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by john wray were written by who
Start Entity:     John Wray
Gold Answer:      [['Erich Maria Remarque']]
Predicted Ans:    Erich Maria Remarque
Predicted Path:   John Wray --[(INV) starred_actors]--> All Quiet on the Western Front --[written_by]--> Erich Maria Remarque
Path (Raw):       John Wray --[No Operation]--> John Wray --[(INV) starred_actors]--> All Quiet on the Western Front --[written_by]--> Erich Maria Remarque
Neg LogProb(↓):   0.693222
Path Entropy(↓):  0.693931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film i heart huckabees
Start Entity:     I Heart Huckabees
Gold Answer:      [['Joel Hopkins', 'Steve Martin', 'David Zelag Goodman', 'Elaine May', 'Robert Ardrey', 'Waldo Salt', 'James Leo Herlihy', 'Gustave Flaubert', 'Maurice Pialat', 'Murray Schisgal', 'Larry Gelbart', 'Elfriede Jelinek', 'Michael Crichton', 'Tom Stoppard', 'Thomas Berger', 'E.L. Doctorow', 'Michael Haneke', 'Roman Coppola', 'Wes Anderson', 'Jason Schwartzman', 'Matt Ember', 'Barry Morrow', 'Adam Rex', 'David Mamet', 'Tom J. Astle', 'Arthur Miller', 'Tom Matthews', 'Thomas McCarthy', 'Eric Williams', 'Benoît Jacquot', 'Jane Wagner', 'Zach Helm', 'Charles Webb', 'Robert Thomas', 'Claude Goretta', 'Pascal Lainé', 'Ronald Bass', 'Malia Scotch Marmo', 'James V. Hart', 'Owen Wilson', 'Richard Matheson', 'Paul Sado', 'Stanley Roberts', 'John Grisham', 'Calder Willingham', 'Julian Barry', 'Claire Denis', 'Robert Benton', 'Carl Bernstein', 'Pascal Quignard', 'Curtis Hanson', 'Buck Henry', 'Harvey Miller', 'Bob Woodward', 'Francis Szpiner', 'Anne Holden', 'Todd Louiso', 'Jacob Koskoff', 'Henri Charrière', 'Creighton Vero', 'William Goldman', 'Roald Dahl', 'Hal Hartley', 'Ursula Meier', 'Kathleen Tynan', 'Rod Lurie', 'Gordon Williams', 'Edwin Davis', 'Vincent Patrick', 'François Ozon', 'Sam Peckinpah', 'Claude Chabrol', 'Nick Castle', 'Diane Kurys', 'Hilary Henkin', 'Larry Beinhart']]
Predicted Ans:    Robert Ardrey
Predicted Path:   I Heart Huckabees --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[written_by]--> Robert Ardrey
Path (Raw):       I Heart Huckabees --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[written_by]--> Robert Ardrey
Neg LogProb(↓):   1.527907
Path Entropy(↓):  2.732359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the last time i saw archie
Start Entity:     The Last Time I Saw Archie
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Last Time I Saw Archie --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Path (Raw):       The Last Time I Saw Archie --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Neg LogProb(↓):   0.817250
Path Entropy(↓):  2.081072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of cause for alarm! also starred in which films
Start Entity:     Cause for Alarm!
Gold Answer:      [['Along Came Jones', 'Queen Bee', 'A Gathering of Eagles', 'She Had to Say Yes', 'The Devil to Pay!', 'Forty Guns', "Employees' Entrance", 'Taxi!', 'Eternally Yours', 'Platinum Blonde', 'Tension', 'Zoo in Budapest', "Man's Castle", "The Farmer's Daughter", "The Bishop's Wife", 'The Crusades', 'Planet of the Vampires', 'A Night to Remember', 'Midnight Mary', 'The Call of the Wild', 'Jeopardy', 'Come to the Stable', 'Born to Be Bad', 'The Story of Alexander Graham Bell', 'Love Is News', 'Nancy Goes to Rio', 'Suez', 'Seven Ways from Sundown', 'Heroes for Sale', 'Second Honeymoon', 'The Stranger', 'The Squall']]
Predicted Ans:    Along Came Jones
Predicted Path:   Cause for Alarm! --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones
Path (Raw):       Cause for Alarm! --[starred_actors]--> Loretta Young --[No Operation]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones
Neg LogProb(↓):   0.467516
Path Entropy(↓):  1.386569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of eye of the beholder
Start Entity:     Eye of the Beholder
Gold Answer:      [['A Few Best Men', 'Welcome to Woop Woop', 'The Adventures of Priscilla, Queen of the Desert', 'Easy Virtue']]
Predicted Ans:    Easy Virtue
Predicted Path:   Eye of the Beholder --[directed_by]--> Stephan Elliott --[(INV) directed_by]--> Easy Virtue
Path (Raw):       Eye of the Beholder --[No Operation]--> Eye of the Beholder --[directed_by]--> Stephan Elliott --[(INV) directed_by]--> Easy Virtue
Neg LogProb(↓):   0.032505
Path Entropy(↓):  0.169223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by megan follows
Start Entity:     Megan Follows
Gold Answer:      [['Horror']]
Predicted Ans:    Paul Schibli
Predicted Path:   Megan Follows --[(INV) starred_actors]--> The Nutcracker Prince --[directed_by]--> Paul Schibli
Path (Raw):       Megan Follows --[No Operation]--> Megan Follows --[(INV) starred_actors]--> The Nutcracker Prince --[directed_by]--> Paul Schibli
Neg LogProb(↓):   0.002121
Path Entropy(↓):  0.015862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie angus, thongs and perfect snogging released
Start Entity:     Angus, Thongs and Perfect Snogging
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Angus, Thongs and Perfect Snogging --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Angus, Thongs and Perfect Snogging --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.806308
Path Entropy(↓):  4.222477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed fantasia
Start Entity:     Fantasia
Gold Answer:      [['Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Fantasia --[directed_by]--> Ben Sharpsteen --[(INV) directed_by]--> Pinocchio --[starred_actors]--> Roberto Benigni
Path (Raw):       Fantasia --[directed_by]--> Ben Sharpsteen --[(INV) directed_by]--> Pinocchio --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was laura san giacomo an actor in
Start Entity:     Laura San Giacomo
Gold Answer:      [['Stuart Saves His Family', 'Quigley Down Under', 'Once Around', 'Where the Day Takes You']]
Predicted Ans:    Stuart Saves His Family
Predicted Path:   Laura San Giacomo --[(INV) starred_actors]--> Stuart Saves His Family --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Stuart Saves His Family
Path (Raw):       Laura San Giacomo --[(INV) starred_actors]--> Stuart Saves His Family --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Stuart Saves His Family
Neg LogProb(↓):   0.444739
Path Entropy(↓):  0.817509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie this filthy world were in which genres
Start Entity:     This Filthy World
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   This Filthy World --[written_by]--> John Waters --[(INV) written_by]--> Pink Flamingos --[has_genre]--> Comedy
Path (Raw):       This Filthy World --[written_by]--> John Waters --[(INV) written_by]--> Pink Flamingos --[has_genre]--> Comedy
Neg LogProb(↓):   0.979570
Path Entropy(↓):  1.592351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of alice
Start Entity:     Alice
Gold Answer:      [['Zelig', "What's Up, Tiger Lily?", 'Mighty Aphrodite', 'Melinda and Melinda', 'Crimes and Misdemeanors', 'Another Woman', 'Stardust Memories', 'September', 'Interiors', 'Take the Money and Run', 'Blue Jasmine', 'Radio Days', 'Hollywood Ending', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'Match Point', 'The Purple Rose of Cairo', 'New York Stories', 'Shadows and Fog', 'Deconstructing Harry', 'Love and Death', 'Manhattan', 'Annie Hall', 'To Rome with Love', 'Magic in the Moonlight', 'Husbands and Wives', 'Sleeper', "Don't Drink the Water", 'Sweet and Lowdown', 'Midnight in Paris', 'Scoop', 'Everyone Says I Love You', 'Bananas', 'Hannah and Her Sisters', 'Whatever Works', 'Anything Else', 'Vicky Cristina Barcelona', 'Celebrity', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks', "Cassandra's Dream", 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    September
Predicted Path:   Alice --[directed_by]--> Woody Allen --[(INV) directed_by]--> September
Path (Raw):       Alice --[No Operation]--> Alice --[directed_by]--> Woody Allen --[(INV) directed_by]--> September
Neg LogProb(↓):   1.085449
Path Entropy(↓):  2.437132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of last run also directed which movies
Start Entity:     Last Run
Gold Answer:      [['Submerged', 'Prince Valiant', 'Full Eclipse', 'Storm Catcher', 'Blast']]
Predicted Ans:    Blast
Predicted Path:   Last Run --[directed_by]--> Anthony Hickox --[(INV) directed_by]--> Blast
Path (Raw):       Last Run --[directed_by]--> Anthony Hickox --[(INV) directed_by]--> Blast --[No Operation]--> Blast
Neg LogProb(↓):   0.390385
Path Entropy(↓):  0.976801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by dan fogelman
Start Entity:     Dan Fogelman
Gold Answer:      [['David Dobkin', 'Anne Fletcher']]
Predicted Ans:    David Dobkin
Predicted Path:   Dan Fogelman --[(INV) written_by]--> Fred Claus --[directed_by]--> David Dobkin
Path (Raw):       Dan Fogelman --[No Operation]--> Dan Fogelman --[(INV) written_by]--> Fred Claus --[directed_by]--> David Dobkin
Neg LogProb(↓):   0.003085
Path Entropy(↓):  0.020889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with uncle buck fall under
Start Entity:     Uncle Buck
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Uncle Buck --[directed_by]--> John Hughes --[(INV) directed_by]--> Sixteen Candles --[has_genre]--> Comedy
Path (Raw):       Uncle Buck --[directed_by]--> John Hughes --[(INV) directed_by]--> Sixteen Candles --[has_genre]--> Comedy
Neg LogProb(↓):   0.008934
Path Entropy(↓):  0.056092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie hellraiser, when was it released
Start Entity:     Hellraiser
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Hellraiser --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Hellraiser --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   2.821218
Path Entropy(↓):  4.271454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of white fang
Start Entity:     White Fang
Gold Answer:      [['Jack London']]
Predicted Ans:    Jack London
Predicted Path:   White Fang --[written_by]--> Jack London --[(INV) written_by]--> The Call of the Wild --[written_by]--> Jack London
Path (Raw):       White Fang --[written_by]--> Jack London --[(INV) written_by]--> The Call of the Wild --[written_by]--> Jack London
Neg LogProb(↓):   2.323234
Path Entropy(↓):  2.688755
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with laurence anyways fall under
Start Entity:     Laurence Anyways
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Laurence Anyways --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy --[has_genre]--> Drama
Path (Raw):       Laurence Anyways --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy --[has_genre]--> Drama
Neg LogProb(↓):   0.051165
Path Entropy(↓):  0.205031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of salt was
Start Entity:     Salt
Gold Answer:      [['Phillip Noyce']]
Predicted Ans:    Phillip Noyce
Predicted Path:   Salt --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Mary and Martha --[directed_by]--> Phillip Noyce
Path (Raw):       Salt --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Mary and Martha --[directed_by]--> Phillip Noyce
Neg LogProb(↓):   0.772672
Path Entropy(↓):  1.599508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the world, the flesh and the devil
Start Entity:     The World, the Flesh and the Devil
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The World, the Flesh and the Devil --[written_by]--> Ranald MacDougall --[(INV) written_by]--> We're No Angels --[in_language]--> French
Path (Raw):       The World, the Flesh and the Devil --[written_by]--> Ranald MacDougall --[(INV) written_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.001774
Path Entropy(↓):  0.014435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote tales of ordinary madness
Start Entity:     Tales of Ordinary Madness
Gold Answer:      [['Marco Ferreri', 'Charles Bukowski']]
Predicted Ans:    Charles Bukowski
Predicted Path:   Tales of Ordinary Madness --[written_by]--> Charles Bukowski --[(INV) written_by]--> Factotum --[written_by]--> Charles Bukowski
Path (Raw):       Tales of Ordinary Madness --[written_by]--> Charles Bukowski --[(INV) written_by]--> Factotum --[written_by]--> Charles Bukowski
Neg LogProb(↓):   0.012267
Path Entropy(↓):  0.077987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of david simkins written movies
Start Entity:     David Simkins
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   David Simkins --[(INV) written_by]--> Adventures in Babysitting --[release_year]--> 1987
Path (Raw):       David Simkins --[No Operation]--> David Simkins --[(INV) written_by]--> Adventures in Babysitting --[release_year]--> 1987
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was ken marino a writer on
Start Entity:     Ken Marino
Gold Answer:      [['The Ten', 'Diggers']]
Predicted Ans:    Wet Hot American Summer
Predicted Path:   Ken Marino --[(INV) written_by]--> The Ten --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer
Path (Raw):       Ken Marino --[(INV) written_by]--> The Ten --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer
Neg LogProb(↓):   0.700136
Path Entropy(↓):  1.347590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in against the current
Start Entity:     Against the Current
Gold Answer:      [['Pell James', 'Joseph Fiennes', 'Justin Kirk']]
Predicted Ans:    Joseph Fiennes
Predicted Path:   Against the Current --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Killing Me Softly --[starred_actors]--> Joseph Fiennes
Path (Raw):       Against the Current --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Killing Me Softly --[starred_actors]--> Joseph Fiennes
Neg LogProb(↓):   0.089568
Path Entropy(↓):  0.398824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed la marseillaise
Start Entity:     La Marseillaise
Gold Answer:      [['Odoardo Spadaro', 'Hurd Hatfield', 'Joan Bennett', 'Mila Parély', 'Paulette Dubost', 'Nora Gregor', 'Édouard Delmont', 'Burgess Meredith', 'Sissy Spacek', 'Charles Laughton', 'George Sanders', 'Paulette Goddard', 'Francis Lederer', 'Ingrid Bergman', 'Anna Magnani', 'Walter Huston', 'Michel Simon', 'Robert Ryan', 'Jean Gabin', 'Celia Montalván', 'Charles Blavette', 'Walter Brennan', 'Jean Marais', 'María Félix', 'Esmond Knight', "Maureen O'Hara", 'Nora Swinburne', 'Arthur Shields', 'Mel Gibson', 'Charles Bickford']]
Predicted Ans:    Jean Gabin
Predicted Path:   La Marseillaise --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       La Marseillaise --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.136271
Path Entropy(↓):  0.515875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the wonderful world of the brothers grimm
Start Entity:     The Wonderful World of the Brothers Grimm
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   The Wonderful World of the Brothers Grimm --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Path (Raw):       The Wonderful World of the Brothers Grimm --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Neg LogProb(↓):   0.578971
Path Entropy(↓):  1.125095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by bill eagles
Start Entity:     Bill Eagles
Gold Answer:      [['Alden Ehrenreich', 'Susan Lynch', 'Viola Davis', 'Rachel Weisz', 'Alice Englert', 'Jeremy Irons']]
Predicted Ans:    Jeremy Irons
Predicted Path:   Bill Eagles --[(INV) directed_by]--> Beautiful Creatures --[starred_actors]--> Jeremy Irons
Path (Raw):       Bill Eagles --[No Operation]--> Bill Eagles --[(INV) directed_by]--> Beautiful Creatures --[starred_actors]--> Jeremy Irons
Neg LogProb(↓):   0.013655
Path Entropy(↓):  0.089729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of meteor
Start Entity:     Meteor
Gold Answer:      [['Ernest Borgnine', 'Pamela Franklin', 'Red Buttons', 'Michael Caine', 'Herbert Lom', 'Carol Lynley', 'Dennis Price', 'Glenda Jackson', 'Robert Flemyng', 'Gloria Grahame', 'Ned Beatty', 'Sam Waterston', 'Shirley MacLaine', 'Alan Rickman', 'Jon Voight', 'John Mills', 'Gene Hackman', 'Kay Walsh', 'Walter Matthau', 'Colin Firth', 'Albert Finney', 'Jill Clayburgh', 'Alec Guinness', 'Tom Courtenay', 'Clifton Webb', 'Deborah Kerr', 'Hayley Mills', 'Maggie Smith']]
Predicted Ans:    Gene Hackman
Predicted Path:   Meteor --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Path (Raw):       Meteor --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.650603
Path Entropy(↓):  1.504915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by yves robert were released in which years
Start Entity:     Yves Robert
Gold Answer:      [['1968', '1972', '1990', '1994', '1984']]
Predicted Ans:    1972
Predicted Path:   Yves Robert --[(INV) written_by]--> The Tall Blond Man with One Black Shoe --[release_year]--> 1972
Path (Raw):       Yves Robert --[No Operation]--> Yves Robert --[(INV) written_by]--> The Tall Blond Man with One Black Shoe --[release_year]--> 1972
Neg LogProb(↓):   0.311113
Path Entropy(↓):  0.820754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by christopher grøndahl
Start Entity:     Christopher Grøndahl
Gold Answer:      [['Nokas']]
Predicted Ans:    Nokas
Predicted Path:   Christopher Grøndahl --[(INV) written_by]--> Nokas --[written_by]--> Christopher Grøndahl --[(INV) written_by]--> Nokas
Path (Raw):       Christopher Grøndahl --[(INV) written_by]--> Nokas --[written_by]--> Christopher Grøndahl --[(INV) written_by]--> Nokas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the fearless hyena
Start Entity:     The Fearless Hyena
Gold Answer:      [['Emil Chau', 'Leehom Wang', 'Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   The Fearless Hyena --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[starred_actors]--> Jackie Chan
Path (Raw):       The Fearless Hyena --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.348837
Path Entropy(↓):  0.984208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie tiger eyes released
Start Entity:     Tiger Eyes
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Tiger Eyes --[release_year]--> 2012 --[(INV) release_year]--> Beware of Mr. Baker --[release_year]--> 2012
Path (Raw):       Tiger Eyes --[release_year]--> 2012 --[(INV) release_year]--> Beware of Mr. Baker --[release_year]--> 2012
Neg LogProb(↓):   3.136955
Path Entropy(↓):  4.183916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film johnny suede
Start Entity:     Johnny Suede
Gold Answer:      [['Fritz Lang', 'Norman Maclean', 'Josann McGibbon', 'Sara Parriott', 'Damon Lindelof', 'Max Brooks', 'Quentin Tarantino', 'Ron Hansen', 'Ethan Coen', 'Jim Uhls', 'Matthew Michael Carnahan', 'F. Scott Fitzgerald', 'Jim Harrison', 'Heinrich Harrer', 'Michael Lewis', 'Eric Roth', 'George V. Higgins', 'Steven Zaillian', 'Robin Swicord', 'Richard Friedenberg', 'Drew Goddard', 'Chuck Palahniuk', 'Andrew Dominik', 'David Ayer', 'Aaron Sorkin', 'Terrence Malick', 'Bartlett Cormack', 'Norman Krasna', 'Michael Grais', 'Mark Victor', 'J. Michael Straczynski']]
Predicted Ans:    Terrence Malick
Predicted Path:   Johnny Suede --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       Johnny Suede --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.112416
Path Entropy(↓):  0.506291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with wing and a prayer fall under
Start Entity:     Wing and a Prayer
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Wing and a Prayer --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Raid on Rommel --[has_genre]--> War
Path (Raw):       Wing and a Prayer --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Raid on Rommel --[has_genre]--> War
Neg LogProb(↓):   0.226340
Path Entropy(↓):  0.791368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the wreck of the mary deare about
Start Entity:     The Wreck of the Mary Deare
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Wreck of the Mary Deare --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The Wreck of the Mary Deare --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.285791
Path Entropy(↓):  0.577522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the rainmaker
Start Entity:     The Rainmaker
Gold Answer:      [['Scott Alexander', 'Larry Karaszewski', 'Norman Taurog', 'Clint Eastwood', 'Franco Zeffirelli', 'Anthony Harvey', 'Mark Rydell', 'Michael Hoffman', 'Don Bluth', 'Robert Mandel', 'David Mamet', 'Brian Koppelman', 'David Levien', 'Stanley Kramer', 'Hal Ashby', 'Sam Weisman', 'Roger Michell', 'Burt Lancaster', 'Don Siegel', 'Gillian Armstrong', 'Richard Stanley', 'Scott Silver', 'Irving Rapper', 'Jerry Zucker', 'Edmund Goulding', 'Daniel Mann', 'Martin Scorsese', 'Robert De Niro', 'Mervyn LeRoy', 'Lewis Teague', 'Barry Levinson', 'Jeremy Joe Kronsberg', 'Mick Jackson', 'Bill Forsyth', 'Walter Lang', 'James L. Brooks', 'Anthony Mann', 'Jules Dassin', 'Budd Boetticher', 'John Cassavetes', 'Hal Kanter', 'Steven Soderbergh', 'Anthony Minghella', 'David Zucker', 'George Seaton', 'Tim Burton', 'Burr Steers', 'Richard Brooks', 'Harold S. Bucquet', 'Joseph L. Mankiewicz', 'Thomas Bezucha', 'Howard Hawks', 'Willis Goldbeck', 'George Nolfi', 'Marshall Herskovitz', 'Ronald Neame', 'James Gartner', 'John Cromwell', 'Andrew Marton', 'Michael Pressman', 'Ivan Reitman', 'Aleksandr Gordon', 'Marika Beiku', 'Thomas Vinterberg', 'Jeff Kanew', 'Neill Blomkamp', 'Carol Reed', 'Andrei Tarkovsky', 'Henry Hathaway', 'Robert Aldrich', 'King Vidor', 'Penny Marshall', 'John Whitesell', 'Cy Endfield', 'Martin Ritt', 'Barry Sonnenfeld', 'Richard LaGravenese', 'Max Mayer', 'Gus Van Sant', 'Luchino Visconti', 'Courtney Solomon', "Gavin O'Connor", 'Luis Llosa', 'Michael Winner', 'Danny DeVito', 'Arnold Laven', 'Maximilian Schell', 'Jim Abrahams', 'Louis Malle', 'John Sturges', 'John Singleton', 'Vincente Minnelli', 'Alfred Hitchcock', 'Paul Greengrass', 'Anand Tucker', 'Sydney Pollack', 'Norman Jewison', 'Doug Liman', 'Brian De Palma', 'Elia Kazan', 'George Cukor', 'John Schlesinger', 'Glenn Gordon Caron', 'Ted Post', 'John Huston', 'Alexander Mackendrick', 'Tony Scott', 'George Clooney', 'Billy Bob Thornton', 'Robert Redford', 'John Ford', 'Dorothy Arzner', 'John Frankenheimer', 'Baz Luhrmann', 'Eugene Corr', 'Mark Robson', 'Gary Goldman', 'John Boorman', 'Frank Capra', 'Anatole Litvak', 'Stuart Millar', 'Jacques Tourneur', 'Jake Paltrow', 'John Dahl', 'Paul Newman', 'Paul Wendkos', 'Don Taylor', 'Leo McCarey', 'Robert Zemeckis', 'Cameron Crowe', 'Frank Perry', 'Lowell Sherman', 'Robert Siodmak', 'Daniel Petrie', 'Fred Zinnemann', 'George Stevens', 'Jonathan Kaplan', 'Mark Sandrich']]
Predicted Ans:    Louis Malle
Predicted Path:   The Rainmaker --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[directed_by]--> Louis Malle
Path (Raw):       The Rainmaker --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[directed_by]--> Louis Malle
Neg LogProb(↓):   1.320088
Path Entropy(↓):  2.287059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie old yeller
Start Entity:     Old Yeller
Gold Answer:      [['dog', 'robert stevenson']]
Predicted Ans:    dog
Predicted Path:   Old Yeller --[has_tags]--> dog --[(INV) has_tags]--> The Wall --[has_tags]--> dog
Path (Raw):       Old Yeller --[has_tags]--> dog --[(INV) has_tags]--> The Wall --[has_tags]--> dog
Neg LogProb(↓):   0.081238
Path Entropy(↓):  0.375369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by veronica kedar fall under
Start Entity:     Veronica Kedar
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Veronica Kedar --[(INV) starred_actors]--> Joe + Belle --[has_genre]--> Comedy
Path (Raw):       Veronica Kedar --[No Operation]--> Veronica Kedar --[(INV) starred_actors]--> Joe + Belle --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer aimee bender
Start Entity:     Aimee Bender
Gold Answer:      [['Chris Messina', 'Jessica Alba']]
Predicted Ans:    Jessica Alba
Predicted Path:   Aimee Bender --[(INV) written_by]--> An Invisible Sign --[starred_actors]--> Jessica Alba
Path (Raw):       Aimee Bender --[No Operation]--> Aimee Bender --[(INV) written_by]--> An Invisible Sign --[starred_actors]--> Jessica Alba
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by mitch davis were in which genres
Start Entity:     Mitch Davis
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Mitch Davis --[(INV) directed_by]--> The Other Side of Heaven --[has_genre]--> Drama
Path (Raw):       Mitch Davis --[No Operation]--> Mitch Davis --[(INV) directed_by]--> The Other Side of Heaven --[has_genre]--> Drama
Neg LogProb(↓):   0.041254
Path Entropy(↓):  0.169268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about spike lee
Start Entity:     spike lee
Gold Answer:      [['Do the Right Thing', 'Oldboy', 'She Hate Me', 'Get on the Bus', 'Inside Man', 'Malcolm X', '25th Hour', 'Summer of Sam']]
Predicted Ans:    Do the Right Thing
Predicted Path:   spike lee --[(INV) has_tags]--> Do the Right Thing --[has_tags]--> spike lee --[(INV) has_tags]--> Do the Right Thing
Path (Raw):       spike lee --[(INV) has_tags]--> Do the Right Thing --[has_tags]--> spike lee --[(INV) has_tags]--> Do the Right Thing
Neg LogProb(↓):   0.023237
Path Entropy(↓):  0.152238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by gabe ibanez
Start Entity:     Gabe Ibáñez
Gold Answer:      [['Melanie Griffith', 'Birgitte Hjort Sørensen', 'Elena Anaya', 'Antonio Banderas', 'Bea Segura', 'Andrés Herrera', 'Dylan McDermott']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Gabe Ibáñez --[(INV) directed_by]--> Autómata --[starred_actors]--> Antonio Banderas
Path (Raw):       Gabe Ibáñez --[No Operation]--> Gabe Ibáñez --[(INV) directed_by]--> Autómata --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.987749
Path Entropy(↓):  1.265532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with adam mason
Start Entity:     Adam Mason
Gold Answer:      [['Simon Boyes']]
Predicted Ans:    Adam Mason
Predicted Path:   Adam Mason --[(INV) written_by]--> Not Safe for Work --[written_by]--> Adam Mason
Path (Raw):       Adam Mason --[No Operation]--> Adam Mason --[(INV) written_by]--> Not Safe for Work --[written_by]--> Adam Mason
Neg LogProb(↓):   0.041967
Path Entropy(↓):  0.171423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie manhattan melodrama were released in which years
Start Entity:     Manhattan Melodrama
Gold Answer:      [['1946', '1954', '1944', '2003', '1959', '1936', '1935', '1941', '1939', '1933', '1957', '1951', '2004', '1953', '1947', '1932', '1956', '1931', '1948', '1972', '1942', '1940', '1938', '2002', '1961', '1955', '1962', '1988', '1934', '2000', '1949', '1950', '1960', '1929', '1945', '1937', '1986', '1928', '1958']]
Predicted Ans:    1942
Predicted Path:   Manhattan Melodrama --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[release_year]--> 1942
Path (Raw):       Manhattan Melodrama --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[release_year]--> 1942
Neg LogProb(↓):   1.830215
Path Entropy(↓):  3.123117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the caddy
Start Entity:     The Caddy
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   The Caddy --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       The Caddy --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   1.967737
Path Entropy(↓):  3.336402
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is possession
Start Entity:     Possession
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Possession --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       Possession --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   1.268424
Path Entropy(↓):  1.639323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by lolita davidovich in
Start Entity:     Lolita Davidovich
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Lolita Davidovich --[(INV) starred_actors]--> Boiling Point --[in_language]--> Japanese
Path (Raw):       Lolita Davidovich --[No Operation]--> Lolita Davidovich --[(INV) starred_actors]--> Boiling Point --[in_language]--> Japanese
Neg LogProb(↓):   0.000690
Path Entropy(↓):  0.006090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is the blue lagoon
Start Entity:     The Blue Lagoon
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Blue Lagoon --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       The Blue Lagoon --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   1.327823
Path Entropy(↓):  2.064140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the after the sunset director
Start Entity:     After the Sunset
Gold Answer:      [['Thomas Harris', 'Ted Tally', 'James Gunn', 'Jeff Nathanson', 'Bill Collage', 'Ron Clements', 'Adam Cooper', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Jeremy Sosenko', 'Ted Griffin', 'Rocky Russo', 'Will Graham', 'John Musker']]
Predicted Ans:    John Musker
Predicted Path:   After the Sunset --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[written_by]--> John Musker
Path (Raw):       After the Sunset --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[written_by]--> John Musker
Neg LogProb(↓):   0.285447
Path Entropy(↓):  0.707035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the town director release
Start Entity:     The Town
Gold Answer:      [['2012', '2007']]
Predicted Ans:    2010
Predicted Path:   The Town --[directed_by]--> Ben Affleck --[(INV) directed_by]--> The Town --[release_year]--> 2010
Path (Raw):       The Town --[directed_by]--> Ben Affleck --[(INV) directed_by]--> The Town --[release_year]--> 2010
Neg LogProb(↓):   0.114281
Path Entropy(↓):  0.401876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of heartbeats also wrote which films
Start Entity:     Heartbeats
Gold Answer:      [['Tom at the Farm', 'Mommy', 'I Killed My Mother', 'Laurence Anyways']]
Predicted Ans:    Mommy
Predicted Path:   Heartbeats --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy
Path (Raw):       Heartbeats --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy --[No Operation]--> Mommy
Neg LogProb(↓):   0.651549
Path Entropy(↓):  0.747628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the unknown
Start Entity:     The Unknown
Gold Answer:      [['Tod Browning']]
Predicted Ans:    Tod Browning
Predicted Path:   The Unknown --[directed_by]--> Tod Browning --[(INV) directed_by]--> The Devil-Doll --[directed_by]--> Tod Browning
Path (Raw):       The Unknown --[directed_by]--> Tod Browning --[(INV) directed_by]--> The Devil-Doll --[directed_by]--> Tod Browning
Neg LogProb(↓):   1.042283
Path Entropy(↓):  1.383279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with daniel e. taylor
Start Entity:     Daniel E. Taylor
Gold Answer:      [['Kario Salem']]
Predicted Ans:    Daniel E. Taylor
Predicted Path:   Daniel E. Taylor --[(INV) written_by]--> The Score --[written_by]--> Daniel E. Taylor
Path (Raw):       Daniel E. Taylor --[No Operation]--> Daniel E. Taylor --[(INV) written_by]--> The Score --[written_by]--> Daniel E. Taylor
Neg LogProb(↓):   0.012319
Path Entropy(↓):  0.066072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film keeping up with the steins was directed by who
Start Entity:     Keeping Up with the Steins
Gold Answer:      [['Scott Marshall']]
Predicted Ans:    Scott Marshall
Predicted Path:   Keeping Up with the Steins --[directed_by]--> Scott Marshall --[(INV) directed_by]--> All's Faire in Love --[directed_by]--> Scott Marshall
Path (Raw):       Keeping Up with the Steins --[directed_by]--> Scott Marshall --[(INV) directed_by]--> All's Faire in Love --[directed_by]--> Scott Marshall
Neg LogProb(↓):   0.072227
Path Entropy(↓):  0.253249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film opera were released in which years
Start Entity:     Opera
Gold Answer:      [['1980', '1970', '1975', '2009', '1971', '1990', '2005', '1993', '2004', '1996', '1985', '1953', '2012', '1977']]
Predicted Ans:    1990
Predicted Path:   Opera --[directed_by]--> Dario Argento --[(INV) directed_by]--> Two Evil Eyes --[release_year]--> 1990
Path (Raw):       Opera --[directed_by]--> Dario Argento --[(INV) directed_by]--> Two Evil Eyes --[release_year]--> 1990
Neg LogProb(↓):   0.637922
Path Entropy(↓):  1.557134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of bebe's kids
Start Entity:     Bébé's Kids
Gold Answer:      [['Reginald Hudlin']]
Predicted Ans:    Bruce W. Smith
Predicted Path:   Bébé's Kids --[written_by]--> Reginald Hudlin --[(INV) written_by]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Path (Raw):       Bébé's Kids --[written_by]--> Reginald Hudlin --[(INV) written_by]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Neg LogProb(↓):   0.283836
Path Entropy(↓):  0.596793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the movie swimfan released
Start Entity:     Swimfan
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Swimfan --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       Swimfan --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.613893
Path Entropy(↓):  4.707138
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by alejandro jodorowsky starred who
Start Entity:     Alejandro Jodorowsky
Gold Answer:      [['Brontis Jodorowsky', 'Pamela Flores', 'Jeremias Herskovits']]
Predicted Ans:    Alejandro Jodorowsky
Predicted Path:   Alejandro Jodorowsky --[(INV) directed_by]--> The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky
Path (Raw):       Alejandro Jodorowsky --[No Operation]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky
Neg LogProb(↓):   0.030080
Path Entropy(↓):  0.180496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by romy schneider were in which languages
Start Entity:     Romy Schneider
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Romy Schneider --[(INV) starred_actors]--> César and Rosalie --[in_language]--> French
Path (Raw):       Romy Schneider --[No Operation]--> Romy Schneider --[(INV) starred_actors]--> César and Rosalie --[in_language]--> French
Neg LogProb(↓):   0.001251
Path Entropy(↓):  0.010452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by mika hotakainen
Start Entity:     Mika Hotakainen
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Mika Hotakainen --[(INV) directed_by]--> Steam of Life --[release_year]--> 2010
Path (Raw):       Mika Hotakainen --[No Operation]--> Mika Hotakainen --[(INV) directed_by]--> Steam of Life --[release_year]--> 2010
Neg LogProb(↓):   0.001187
Path Entropy(↓):  0.009178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with missy crider
Start Entity:     Missy Crider
Gold Answer:      [['Jason London', 'Elizabeth Alexander']]
Predicted Ans:    Jason London
Predicted Path:   Missy Crider --[(INV) starred_actors]--> Alien Cargo --[starred_actors]--> Jason London
Path (Raw):       Missy Crider --[No Operation]--> Missy Crider --[(INV) starred_actors]--> Alien Cargo --[starred_actors]--> Jason London
Neg LogProb(↓):   0.392946
Path Entropy(↓):  0.675519
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of i went down
Start Entity:     I Went Down
Gold Answer:      [['Jack Huston', 'Lindsey Haun', 'Max Kasch', 'Alan Rickman', 'Natasha Richardson', 'Rachel Griffiths']]
Predicted Ans:    Rachel Griffiths
Predicted Path:   I Went Down --[directed_by]--> Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[starred_actors]--> Rachel Griffiths
Path (Raw):       I Went Down --[directed_by]--> Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[starred_actors]--> Rachel Griffiths
Neg LogProb(↓):   0.215238
Path Entropy(↓):  0.645227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the president's lady
Start Entity:     The President's Lady
Gold Answer:      [['1946', '1949', '1954', '1957', '1960', '1965', '1955', '1956']]
Predicted Ans:    1956
Predicted Path:   The President's Lady --[written_by]--> John Patrick --[(INV) written_by]--> The Teahouse of the August Moon --[release_year]--> 1956
Path (Raw):       The President's Lady --[written_by]--> John Patrick --[(INV) written_by]--> The Teahouse of the August Moon --[release_year]--> 1956
Neg LogProb(↓):   0.538294
Path Entropy(↓):  1.331520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie the italian job
Start Entity:     The Italian Job
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Italian Job --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       The Italian Job --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   2.363625
Path Entropy(↓):  3.484369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote mean streets
Start Entity:     Mean Streets
Gold Answer:      [['1995', '1980', '1934', '2001', '1990', '1993', '2010', '1967']]
Predicted Ans:    1995
Predicted Path:   Mean Streets --[written_by]--> Martin Scorsese --[(INV) written_by]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Mean Streets --[written_by]--> Martin Scorsese --[(INV) written_by]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   0.562854
Path Entropy(↓):  1.249004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the dog problem
Start Entity:     The Dog Problem
Gold Answer:      [['Scott Caan']]
Predicted Ans:    Scott Caan
Predicted Path:   The Dog Problem --[directed_by]--> Scott Caan --[(INV) directed_by]--> The Dog Problem --[written_by]--> Scott Caan
Path (Raw):       The Dog Problem --[directed_by]--> Scott Caan --[(INV) directed_by]--> The Dog Problem --[written_by]--> Scott Caan
Neg LogProb(↓):   0.000508
Path Entropy(↓):  0.004523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by stephen amidon were released in which years
Start Entity:     Stephen Amidon
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Stephen Amidon --[(INV) written_by]--> Human Capital --[release_year]--> 2013
Path (Raw):       Stephen Amidon --[No Operation]--> Stephen Amidon --[(INV) written_by]--> Human Capital --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by terry george
Start Entity:     Terry George
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    War
Predicted Path:   Terry George --[(INV) directed_by]--> A Bright Shining Lie --[has_genre]--> War
Path (Raw):       Terry George --[No Operation]--> Terry George --[(INV) directed_by]--> A Bright Shining Lie --[has_genre]--> War
Neg LogProb(↓):   0.581073
Path Entropy(↓):  0.688258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the grass is greener
Start Entity:     The Grass Is Greener
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1936', '1985', '1935', '1967', '1979', '1941', '1984', '1968', '1963', '1998', '1939', '1933', '2009', '1957', '1951', '2004', '1982', '1973', '1953', '1947', '1932', '1956', '1931', '1943', '1976', '1948', '1972', '1942', '1938', '1996', '1940', '1961', '2012', '1955', '1962', '1934', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1952', '1991', '1999', '1937', '1969', '1928', '1958']]
Predicted Ans:    1947
Predicted Path:   The Grass Is Greener --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Crossfire --[release_year]--> 1947
Path (Raw):       The Grass Is Greener --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Crossfire --[release_year]--> 1947
Neg LogProb(↓):   2.518115
Path Entropy(↓):  3.491647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by amy revelle
Start Entity:     Amy Revelle
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Amy Revelle --[(INV) written_by]--> Powder Room --[release_year]--> 2013
Path (Raw):       Amy Revelle --[No Operation]--> Amy Revelle --[(INV) written_by]--> Powder Room --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the cassandra crossing
Start Entity:     The Cassandra Crossing
Gold Answer:      [['French', 'Sioux', 'English', 'Greek', 'Italian', 'German', 'Spanish']]
Predicted Ans:    French
Predicted Path:   The Cassandra Crossing --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       The Cassandra Crossing --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.492545
Path Entropy(↓):  0.757979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film games were in which languages
Start Entity:     Games
Gold Answer:      [['English']]
Predicted Ans:    1961
Predicted Path:   Games --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide --[release_year]--> 1961
Path (Raw):       Games --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide --[release_year]--> 1961
Neg LogProb(↓):   0.329450
Path Entropy(↓):  0.700431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of diary of a wimpy kid
Start Entity:     Diary of a Wimpy Kid
Gold Answer:      [['Thor Freudenthal']]
Predicted Ans:    Thor Freudenthal
Predicted Path:   Diary of a Wimpy Kid --[directed_by]--> Thor Freudenthal --[(INV) directed_by]--> Hotel for Dogs --[directed_by]--> Thor Freudenthal
Path (Raw):       Diary of a Wimpy Kid --[directed_by]--> Thor Freudenthal --[(INV) directed_by]--> Hotel for Dogs --[directed_by]--> Thor Freudenthal
Neg LogProb(↓):   0.061309
Path Entropy(↓):  0.225799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by john english were in which genres
Start Entity:     John English
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   John English --[(INV) directed_by]--> Adventures of Captain Marvel --[has_genre]--> Adventure
Path (Raw):       John English --[No Operation]--> John English --[(INV) directed_by]--> Adventures of Captain Marvel --[has_genre]--> Adventure
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by philip goodhew
Start Entity:     Philip Goodhew
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Philip Goodhew --[(INV) written_by]--> Intimate Relations --[release_year]--> 1996
Path (Raw):       Philip Goodhew --[No Operation]--> Philip Goodhew --[(INV) written_by]--> Intimate Relations --[release_year]--> 1996
Neg LogProb(↓):   0.000123
Path Entropy(↓):  0.001242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by peter o'brien in
Start Entity:     Peter O'Brien
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Peter O'Brien --[(INV) starred_actors]--> The Return --[has_genre]--> Drama
Path (Raw):       Peter O'Brien --[No Operation]--> Peter O'Brien --[(INV) starred_actors]--> The Return --[has_genre]--> Drama
Neg LogProb(↓):   0.229434
Path Entropy(↓):  0.507279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did john o'mahony star in
Start Entity:     John O'Mahony
Gold Answer:      [['A Short Film About John Bolton']]
Predicted Ans:    A Short Film About John Bolton
Predicted Path:   John O'Mahony --[(INV) starred_actors]--> A Short Film About John Bolton --[written_by]--> Neil Gaiman --[(INV) written_by]--> A Short Film About John Bolton
Path (Raw):       John O'Mahony --[(INV) starred_actors]--> A Short Film About John Bolton --[written_by]--> Neil Gaiman --[(INV) written_by]--> A Short Film About John Bolton
Neg LogProb(↓):   0.285173
Path Entropy(↓):  0.735492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by gregory walcott were released in which years
Start Entity:     Gregory Walcott
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space --[release_year]--> 1959
Path (Raw):       Gregory Walcott --[No Operation]--> Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space --[release_year]--> 1959
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the dunwich horror were released in which years
Start Entity:     The Dunwich Horror
Gold Answer:      [['1962', '1968', '1949', '1948', '1956', '1950', '1960', '1959', '1982', '1947', '1984', '2013']]
Predicted Ans:    1962
Predicted Path:   The Dunwich Horror --[starred_actors]--> Ed Begley --[(INV) starred_actors]--> Sweet Bird of Youth --[release_year]--> 1962
Path (Raw):       The Dunwich Horror --[starred_actors]--> Ed Begley --[(INV) starred_actors]--> Sweet Bird of Youth --[release_year]--> 1962
Neg LogProb(↓):   0.345954
Path Entropy(↓):  0.984267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie little richard
Start Entity:     Little Richard
Gold Answer:      [['2008', '1997', '1979', '2004']]
Predicted Ans:    1997
Predicted Path:   Little Richard --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[release_year]--> 1997
Path (Raw):       Little Richard --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[release_year]--> 1997
Neg LogProb(↓):   0.232092
Path Entropy(↓):  0.728083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie paul were in which genres
Start Entity:     Paul
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul --[written_by]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz --[has_genre]--> Comedy
Path (Raw):       Paul --[written_by]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz --[has_genre]--> Comedy
Neg LogProb(↓):   0.009818
Path Entropy(↓):  0.056191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of mildred pierce starred who
Start Entity:     Mildred Pierce
Gold Answer:      [['Fred MacMurray', 'Aldo Ray', 'Van Heflin', 'Héctor Alterio', 'Norma Aleandro', 'Joan Bennett', 'Lana Turner', 'Elizabeth Taylor', 'Jessica Lange', 'Jack Nicholson', 'Robert De Niro', 'Henry Wilcoxon', 'Pia Zadora', 'Wallace Beery', 'Peter Carsten', 'Barbara Stanwyck', 'Rod Taylor', 'Sean Penn', 'Raymond Massey', 'Hume Cronyn', 'Betsy Palmer', 'John Ireland', 'Demi Moore', 'Warren William', 'Peter Ustinov', 'Rex Harrison', 'Claudette Colbert', 'Joan Crawford', 'Harry Belafonte', 'Edward G. Robinson', 'Stacy Keach', 'Robert Taylor', 'Florence Rice', 'Cecil Kellaway', 'Yvette Mimieux', 'Timothy Dalton', 'John Garfield', 'Richard Burton', 'Helen Broderick', 'Clark Gable', 'Barry Sullivan', 'Humphrey Bogart', 'Orson Welles', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Jim Brown']]
Predicted Ans:    Joan Crawford
Predicted Path:   Mildred Pierce --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Path (Raw):       Mildred Pierce --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.680645
Path Entropy(↓):  0.901718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by lorenzo's oil screenwriters
Start Entity:     Lorenzo's Oil
Gold Answer:      [['Family', 'Drama', 'Animation', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Lorenzo's Oil --[written_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome --[has_genre]--> Action
Path (Raw):       Lorenzo's Oil --[written_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome --[has_genre]--> Action
Neg LogProb(↓):   0.482248
Path Entropy(↓):  0.729940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by peter spierig
Start Entity:     Peter Spierig
Gold Answer:      [['Daybreakers', 'Undead', 'Predestination']]
Predicted Ans:    Undead
Predicted Path:   Peter Spierig --[(INV) written_by]--> Undead --[written_by]--> Peter Spierig --[(INV) written_by]--> Undead
Path (Raw):       Peter Spierig --[(INV) written_by]--> Undead --[written_by]--> Peter Spierig --[(INV) written_by]--> Undead
Neg LogProb(↓):   0.017471
Path Entropy(↓):  0.108634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by timothy bottoms were directed by who
Start Entity:     Timothy Bottoms
Gold Answer:      [['Peter Bogdanovich', 'Vladimir Grammatikov', 'James Goldstone', 'James Bridges', 'Dalton Trumbo', 'Jack Starrett', 'Alan J. Pakula']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Timothy Bottoms --[(INV) starred_actors]--> The Last Picture Show --[directed_by]--> Peter Bogdanovich
Path (Raw):       Timothy Bottoms --[No Operation]--> Timothy Bottoms --[(INV) starred_actors]--> The Last Picture Show --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.840231
Path Entropy(↓):  1.105048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed iron eagle
Start Entity:     Iron Eagle
Gold Answer:      [['Richard Pryor', 'Rodney Dangerfield', 'Jackée Harry', 'Ilene Graff', 'Marlon Brando', 'Andrew Stevens', 'Nigel Green', 'Michael Caine', 'Guy Doleman', 'Diana Ross', 'Robert Redford', 'Michael J. Pollard', 'Lauren Hutton', 'Tia Carrere', 'Thomas Ian Griffith', 'Dolph Lundgren', 'Stan Shaw', 'Billy Dee Williams', 'John Lithgow', 'Jonathan Brandis', 'Donald Sutherland', 'Shanley Caswell', 'James T. Callahan', 'Alex Karzis', 'Michael Lembeck', 'John Saxon', 'Anjanette Comer']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Iron Eagle --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[starred_actors]--> Dolph Lundgren
Path (Raw):       Iron Eagle --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[starred_actors]--> Dolph Lundgren
Neg LogProb(↓):   0.233095
Path Entropy(↓):  0.784760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with gabrielle richens
Start Entity:     Gabrielle Richens
Gold Answer:      [['Jay Kenneth Johnson', 'Travis Schuldt']]
Predicted Ans:    Gabrielle Richens
Predicted Path:   Gabrielle Richens --[(INV) starred_actors]--> Hack! --[starred_actors]--> Gabrielle Richens
Path (Raw):       Gabrielle Richens --[No Operation]--> Gabrielle Richens --[(INV) starred_actors]--> Hack! --[starred_actors]--> Gabrielle Richens
Neg LogProb(↓):   0.003029
Path Entropy(↓):  0.022196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe shrek the halls in a few words
Start Entity:     Shrek the Halls
Gold Answer:      [['christmas']]
Predicted Ans:    christmas
Predicted Path:   Shrek the Halls --[has_tags]--> christmas --[(INV) has_tags]--> Illusive Tracks --[has_tags]--> christmas
Path (Raw):       Shrek the Halls --[has_tags]--> christmas --[(INV) has_tags]--> Illusive Tracks --[has_tags]--> christmas
Neg LogProb(↓):   0.183263
Path Entropy(↓):  0.645261
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does night shift fall under
Start Entity:     Night Shift
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Night Shift --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Night Shift --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.024422
Path Entropy(↓):  4.239922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the wild child starred who
Start Entity:     The Wild Child
Gold Answer:      [['Jean Desailly', 'Nelly Benedetti', 'Julie Andrews', 'Claire Maurier', 'Albert Rémy', 'Catherine Deneuve', 'Jean Dasté', 'Jacqueline Bisset', 'François Truffaut', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Burt Reynolds', 'Oskar Werner', 'Gérard Depardieu', 'Richard Gere', 'Valérie Kaprisky', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Françoise Dorléac', 'Cyril Cusack', 'Julie Christie', 'Nathalie Baye', 'Patrick Maléon']]
Predicted Ans:    Jean Dasté
Predicted Path:   The Wild Child --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Path (Raw):       The Wild Child --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.579624
Path Entropy(↓):  0.981539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by david zellner
Start Entity:     David Zellner
Gold Answer:      [['Nobuyuki Katsube', 'Shirley Venard', 'Rinko Kikuchi']]
Predicted Ans:    Nobuyuki Katsube
Predicted Path:   David Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter --[starred_actors]--> Nobuyuki Katsube
Path (Raw):       David Zellner --[No Operation]--> David Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter --[starred_actors]--> Nobuyuki Katsube
Neg LogProb(↓):   0.454403
Path Entropy(↓):  0.656751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie double confession
Start Entity:     Double Confession
Gold Answer:      [['Derek Farr', 'Peter Lorre', 'William Hartnell', 'Joan Hopkins']]
Predicted Ans:    Peter Lorre
Predicted Path:   Double Confession --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Path (Raw):       Double Confession --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.128058
Path Entropy(↓):  0.394935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by fred ward
Start Entity:     Fred Ward
Gold Answer:      [['Sioux']]
Predicted Ans:    Sioux
Predicted Path:   Fred Ward --[(INV) starred_actors]--> Thunderheart --[in_language]--> Sioux
Path (Raw):       Fred Ward --[No Operation]--> Fred Ward --[(INV) starred_actors]--> Thunderheart --[in_language]--> Sioux
Neg LogProb(↓):   0.162685
Path Entropy(↓):  0.437417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film pin were in which genres
Start Entity:     Pin
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Pin --[starred_actors]--> Terry O'Quinn --[(INV) starred_actors]--> Stepfather II --[has_genre]--> Thriller
Path (Raw):       Pin --[starred_actors]--> Terry O'Quinn --[(INV) starred_actors]--> Stepfather II --[has_genre]--> Thriller
Neg LogProb(↓):   0.427002
Path Entropy(↓):  0.746525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed get rich or die tryin '
Start Entity:     Get Rich or Die Tryin'
Gold Answer:      [['Richard Harris', 'Ulrich Thomsen', 'Samantha Morton', 'Nikolaj Lie Kaas', 'Natalie Portman', 'Sean Bean', 'Tobey Maguire', 'Alison Whelan', 'Rachel Weisz', 'Naomi Watts', 'Emma Thompson', 'Kirsten Sheridan', 'Brenda Fricker', 'Connie Nielsen', 'Jake Gyllenhaal', 'Daniel Craig']]
Predicted Ans:    Richard Harris
Predicted Path:   Get Rich or Die Tryin' --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> The Field --[starred_actors]--> Richard Harris
Path (Raw):       Get Rich or Die Tryin' --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> The Field --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.205994
Path Entropy(↓):  0.806406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of weddings and babies
Start Entity:     Weddings and Babies
Gold Answer:      [['1953', '1956']]
Predicted Ans:    1956
Predicted Path:   Weddings and Babies --[written_by]--> Morris Engel --[(INV) written_by]--> Lovers and Lollipops --[release_year]--> 1956
Path (Raw):       Weddings and Babies --[written_by]--> Morris Engel --[(INV) written_by]--> Lovers and Lollipops --[release_year]--> 1956
Neg LogProb(↓):   0.122126
Path Entropy(↓):  0.427552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with jenniphr goodman
Start Entity:     Jenniphr Goodman
Gold Answer:      [['Duncan North', 'Greer Goodman']]
Predicted Ans:    Jenniphr Goodman
Predicted Path:   Jenniphr Goodman --[(INV) written_by]--> The Tao of Steve --[written_by]--> Jenniphr Goodman
Path (Raw):       Jenniphr Goodman --[No Operation]--> Jenniphr Goodman --[(INV) written_by]--> The Tao of Steve --[written_by]--> Jenniphr Goodman
Neg LogProb(↓):   0.177054
Path Entropy(↓):  0.529018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movies acted by barlow jacobs
Start Entity:     Barlow Jacobs
Gold Answer:      [['Jeff Nichols', 'Jared Moshe']]
Predicted Ans:    Jeff Nichols
Predicted Path:   Barlow Jacobs --[(INV) starred_actors]--> Shotgun Stories --[written_by]--> Jeff Nichols
Path (Raw):       Barlow Jacobs --[No Operation]--> Barlow Jacobs --[(INV) starred_actors]--> Shotgun Stories --[written_by]--> Jeff Nichols
Neg LogProb(↓):   0.000790
Path Entropy(↓):  0.006597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by humphrey bogart fall under
Start Entity:     Humphrey Bogart
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Humphrey Bogart --[(INV) starred_actors]--> Across the Pacific --[has_genre]--> Adventure
Path (Raw):       Humphrey Bogart --[No Operation]--> Humphrey Bogart --[(INV) starred_actors]--> Across the Pacific --[has_genre]--> Adventure
Neg LogProb(↓):   0.754971
Path Entropy(↓):  1.020408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in zindagi na milegi dobara
Start Entity:     Zindagi Na Milegi Dobara
Gold Answer:      [['Katrina Kaif', 'Hrithik Roshan', 'Kalki Koechlin', 'Naseeruddin Shah']]
Predicted Ans:    Katrina Kaif
Predicted Path:   Zindagi Na Milegi Dobara --[starred_actors]--> Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[starred_actors]--> Katrina Kaif
Path (Raw):       Zindagi Na Milegi Dobara --[starred_actors]--> Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[starred_actors]--> Katrina Kaif
Neg LogProb(↓):   0.820374
Path Entropy(↓):  1.317960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed fun is beautiful
Start Entity:     Fun Is Beautiful
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Fun Is Beautiful --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> I due carabinieri --[in_language]--> Italian
Path (Raw):       Fun Is Beautiful --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> I due carabinieri --[in_language]--> Italian
Neg LogProb(↓):   0.634615
Path Entropy(↓):  1.076381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by vince edwards
Start Entity:     Vince Edwards
Gold Answer:      [['Lionel White', 'Jim Thompson', 'Stanley Kubrick']]
Predicted Ans:    Jim Thompson
Predicted Path:   Vince Edwards --[(INV) starred_actors]--> The Killing --[written_by]--> Jim Thompson
Path (Raw):       Vince Edwards --[No Operation]--> Vince Edwards --[(INV) starred_actors]--> The Killing --[written_by]--> Jim Thompson
Neg LogProb(↓):   0.189740
Path Entropy(↓):  0.528252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the sterile cuckoo
Start Entity:     The Sterile Cuckoo
Gold Answer:      [['Liza Minnelli', 'Tim McIntire', 'Wendell Burton']]
Predicted Ans:    Michael York
Predicted Path:   The Sterile Cuckoo --[starred_actors]--> Liza Minnelli --[(INV) starred_actors]--> Cabaret --[starred_actors]--> Michael York
Path (Raw):       The Sterile Cuckoo --[starred_actors]--> Liza Minnelli --[(INV) starred_actors]--> Cabaret --[starred_actors]--> Michael York
Neg LogProb(↓):   0.433374
Path Entropy(↓):  0.885860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with blue steel in
Start Entity:     Blue Steel
Gold Answer:      [['English', 'French', 'Swahili', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Blue Steel --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Blue Steel --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.062074
Path Entropy(↓):  0.289769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by ken burns were written by who
Start Entity:     Ken Burns
Gold Answer:      [['Sarah Burns', 'Ari Folman', 'David McCullough', 'David McMahon']]
Predicted Ans:    Ken Burns
Predicted Path:   Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[directed_by]--> Ken Burns
Path (Raw):       Ken Burns --[No Operation]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[directed_by]--> Ken Burns
Neg LogProb(↓):   0.012274
Path Entropy(↓):  0.065941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films written by jane mann in
Start Entity:     Jane Mann
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jane Mann --[(INV) written_by]--> The Unearthly --[has_genre]--> Horror
Path (Raw):       Jane Mann --[No Operation]--> Jane Mann --[(INV) written_by]--> The Unearthly --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by henry koster
Start Entity:     Henry Koster
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Henry Koster --[(INV) directed_by]--> First Love --[in_language]--> Italian
Path (Raw):       Henry Koster --[No Operation]--> Henry Koster --[(INV) directed_by]--> First Love --[in_language]--> Italian
Neg LogProb(↓):   0.038881
Path Entropy(↓):  0.162058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie scoop
Start Entity:     Scoop
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1971', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1987
Predicted Path:   Scoop --[directed_by]--> Woody Allen --[(INV) directed_by]--> Radio Days --[release_year]--> 1987
Path (Raw):       Scoop --[directed_by]--> Woody Allen --[(INV) directed_by]--> Radio Days --[release_year]--> 1987
Neg LogProb(↓):   2.169531
Path Entropy(↓):  3.193504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote police story
Start Entity:     Police Story
Gold Answer:      [['Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   Police Story --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[written_by]--> Jackie Chan
Path (Raw):       Police Story --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[written_by]--> Jackie Chan
Neg LogProb(↓):   0.459714
Path Entropy(↓):  0.932417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the return of dracula starred which actors
Start Entity:     The Return of Dracula
Gold Answer:      [['Norma Eberhardt', 'Francis Lederer']]
Predicted Ans:    Paulette Goddard
Predicted Path:   The Return of Dracula --[starred_actors]--> Francis Lederer --[(INV) starred_actors]--> The Diary of a Chambermaid --[starred_actors]--> Paulette Goddard
Path (Raw):       The Return of Dracula --[starred_actors]--> Francis Lederer --[(INV) starred_actors]--> The Diary of a Chambermaid --[starred_actors]--> Paulette Goddard
Neg LogProb(↓):   0.020863
Path Entropy(↓):  0.122875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film sgt. kabukiman n. y. p. d. were released in which years
Start Entity:     Sgt. Kabukiman N.Y.P.D.
Gold Answer:      [['1988', '1989', '1996', '1986', '1984']]
Predicted Ans:    1996
Predicted Path:   Sgt. Kabukiman N.Y.P.D. --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet --[release_year]--> 1996
Path (Raw):       Sgt. Kabukiman N.Y.P.D. --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet --[release_year]--> 1996
Neg LogProb(↓):   0.259836
Path Entropy(↓):  0.767901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the pied piper
Start Entity:     The Pied Piper
Gold Answer:      [['Charles Bronson', 'Gary Lockwood', 'Anouk Aimée', 'Alexandra Hay', 'Susan George', 'George Chakiris', 'Françoise Dorléac', 'Catherine Deneuve', 'Jacques Perrin', 'Claude Mann', 'Jean Marais', 'Nino Castelnuovo', 'Jeanne Moreau']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   The Pied Piper --[written_by]--> Jacques Demy --[(INV) written_by]--> Donkey Skin --[starred_actors]--> Catherine Deneuve
Path (Raw):       The Pied Piper --[written_by]--> Jacques Demy --[(INV) written_by]--> Donkey Skin --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.142791
Path Entropy(↓):  0.417500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did todd verow direct
Start Entity:     Todd Verow
Gold Answer:      [['Frisk']]
Predicted Ans:    Frisk
Predicted Path:   Todd Verow --[(INV) directed_by]--> Frisk --[directed_by]--> Todd Verow --[(INV) directed_by]--> Frisk
Path (Raw):       Todd Verow --[(INV) directed_by]--> Frisk --[directed_by]--> Todd Verow --[(INV) directed_by]--> Frisk
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by tatanka means
Start Entity:     Tatanka Means
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Tatanka Means --[(INV) starred_actors]--> Tiger Eyes --[release_year]--> 2012
Path (Raw):       Tatanka Means --[No Operation]--> Tatanka Means --[(INV) starred_actors]--> Tiger Eyes --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of gardens of the night
Start Entity:     Gardens of the Night
Gold Answer:      [["Ripley's Game", 'A Talking Picture', 'Carpool', 'Life Partners', 'Queens Logic', 'Nine Months', 'The Sheltering Sky', 'The Man in the Iron Mask', 'Beyond the Clouds', 'Walk of Shame', 'Secretariat', "McHale's Navy", 'Jonah Hex', 'Hit and Run', 'Big Bully', 'Mary Reilly', 'Death of a Salesman', 'RKO 281', 'The Libertine', 'Dangerous Liaisons', 'The Killing Fields', 'Soul Plane', 'Art School Confidential', 'In the Line of Fire', 'Klimt', 'Remarkable Power', 'Just for Kicks', 'Disgrace', 'Burn After Reading', 'Chasing Christmas', 'Shadow of the Vampire', 'Afterwards', 'The Convent', 'Making Mr. Right', 'The Object of Beauty', 'Of Mice and Men', 'The Great Buck Howard', 'The Portrait of a Lady', 'Empire of the Sun']]
Predicted Ans:    Empire of the Sun
Predicted Path:   Gardens of the Night --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Empire of the Sun
Path (Raw):       Gardens of the Night --[starred_actors]--> John Malkovich --[No Operation]--> John Malkovich --[(INV) starred_actors]--> Empire of the Sun
Neg LogProb(↓):   0.828357
Path Entropy(↓):  1.383231
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of fire over england
Start Entity:     Fire Over England
Gold Answer:      [['Richard III', 'That Hamilton Woman', 'Spartacus', 'The Jazz Singer', 'A Little Romance', 'Sleuth', 'Carrie', 'Khartoum', 'Rebecca', 'Marathon Man', 'Bunny Lake Is Missing', 'The Entertainer', 'The Divorce of Lady X', 'Dracula', 'Othello', 'The Boys from Brazil']]
Predicted Ans:    Sleuth
Predicted Path:   Fire Over England --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> Sleuth
Path (Raw):       Fire Over England --[starred_actors]--> Laurence Olivier --[No Operation]--> Laurence Olivier --[(INV) starred_actors]--> Sleuth
Neg LogProb(↓):   0.104836
Path Entropy(↓):  0.439537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of the page turner
Start Entity:     The Page Turner
Gold Answer:      [['Denis Dercourt']]
Predicted Ans:    Denis Dercourt
Predicted Path:   The Page Turner --[directed_by]--> Denis Dercourt --[(INV) directed_by]--> Tomorrow at Dawn --[directed_by]--> Denis Dercourt
Path (Raw):       The Page Turner --[directed_by]--> Denis Dercourt --[(INV) directed_by]--> Tomorrow at Dawn --[directed_by]--> Denis Dercourt
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in greg latter written movies
Start Entity:     Greg Latter
Gold Answer:      [['English']]
Predicted Ans:    Thriller
Predicted Path:   Greg Latter --[(INV) written_by]--> Dangerous Ground --[has_genre]--> Thriller
Path (Raw):       Greg Latter --[No Operation]--> Greg Latter --[(INV) written_by]--> Dangerous Ground --[has_genre]--> Thriller
Neg LogProb(↓):   0.010310
Path Entropy(↓):  0.065658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film there's always tomorrow
Start Entity:     There's Always Tomorrow
Gold Answer:      [['Robert Wise', 'George Cukor', 'Edward Dmytryk', 'William A. Seiter', 'Fritz Lang', 'Cecil B. DeMille', 'Chester Erskine', 'Howard Bretherton', 'Leigh Jason', 'Rudolph Maté', 'Fletcher Markle', 'William A. Wellman', 'Mervyn LeRoy', 'Gerd Oswald', 'Gilles Mimouni', 'Preston Sturges', 'Richard Quine', 'Jean Negulesco', 'Richard Thorpe', 'Lewis Milestone', 'Billy Wilder', 'Robert Z. Leonard', 'Henry Hathaway', 'King Vidor', 'Alfred E. Green', 'Steve Sekely', 'George Marshall', 'Frank Lloyd', 'Anthony Mann', 'Michael Curtiz', 'Frank Capra', 'Anatole Litvak', 'William K. Howard', 'Douglas Sirk', 'Allan Dwan', 'Max Ophüls', 'Neil Jordan', 'Wesley Ruggles', 'Curtis Bernhardt', 'Sidney Lanfield', 'Mitchell Leisen', 'Alfred Santell', 'Paul Wendkos', 'Samuel Fuller', 'Vincente Minnelli', 'Charles Barton', 'William Keighley', 'John Sturges', 'Peter Godfrey', 'Gillian Armstrong', 'John Farrow', 'Robert Siodmak', 'James Whale', 'Norman Tokar', 'George Stevens', 'Randall Wallace', 'Rowland V. Lee', 'William Castle', 'Robert Stevenson', 'Jean Renoir', 'Howard Hawks']]
Predicted Ans:    Fritz Lang
Predicted Path:   There's Always Tomorrow --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       There's Always Tomorrow --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   1.093090
Path Entropy(↓):  1.382923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of open season
Start Entity:     Open Season
Gold Answer:      [['Jared Harris', 'John Goodman', 'Ben Kingsley', 'Nick Frost', 'Steve Buscemi', 'Billy Crystal', 'Richard Ayoade']]
Predicted Ans:    Ashton Kutcher
Predicted Path:   Open Season --[written_by]--> Anthony Stacchi --[(INV) written_by]--> Open Season --[starred_actors]--> Ashton Kutcher
Path (Raw):       Open Season --[written_by]--> Anthony Stacchi --[(INV) written_by]--> Open Season --[starred_actors]--> Ashton Kutcher
Neg LogProb(↓):   0.005755
Path Entropy(↓):  0.041574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are some words that describe movie the postman
Start Entity:     The Postman
Gold Answer:      [['future', 'adaptation', 'kevin costner']]
Predicted Ans:    kevin costner
Predicted Path:   The Postman --[has_tags]--> kevin costner --[(INV) has_tags]--> 3 Days to Kill --[has_tags]--> kevin costner
Path (Raw):       The Postman --[has_tags]--> kevin costner --[(INV) has_tags]--> 3 Days to Kill --[has_tags]--> kevin costner
Neg LogProb(↓):   0.031697
Path Entropy(↓):  0.170764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is sarraounia in
Start Entity:     Sarraounia
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sarraounia --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Sarraounia --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.087429
Path Entropy(↓):  3.186611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by everett freeman were directed by who
Start Entity:     Everett Freeman
Gold Answer:      [['Ben Stiller', 'Henry Koster', 'Gregory La Cava', 'Hy Averback', 'Norman Z. McLeod', 'Mervyn LeRoy', 'William Keighley']]
Predicted Ans:    Henry Koster
Predicted Path:   Everett Freeman --[(INV) written_by]--> My Man Godfrey --[directed_by]--> Henry Koster
Path (Raw):       Everett Freeman --[No Operation]--> Everett Freeman --[(INV) written_by]--> My Man Godfrey --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.059876
Path Entropy(↓):  0.283362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor martha west co - starred with who
Start Entity:     Martha West
Gold Answer:      [['Paul Bettany']]
Predicted Ans:    Paul Bettany
Predicted Path:   Martha West --[(INV) starred_actors]--> Creation --[starred_actors]--> Paul Bettany
Path (Raw):       Martha West --[No Operation]--> Martha West --[(INV) starred_actors]--> Creation --[starred_actors]--> Paul Bettany
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of joel torre
Start Entity:     Joel Torre
Gold Answer:      [['Gerald Anderson', 'Piolo Pascual']]
Predicted Ans:    Joel Torre
Predicted Path:   Joel Torre --[(INV) starred_actors]--> On the Job --[starred_actors]--> Joel Torre
Path (Raw):       Joel Torre --[No Operation]--> Joel Torre --[(INV) starred_actors]--> On the Job --[starred_actors]--> Joel Torre
Neg LogProb(↓):   0.017527
Path Entropy(↓):  0.098905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by 1984 actors
Start Entity:     1984
Gold Answer:      [['French', 'English', 'German', 'Russian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   1984 --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Path (Raw):       1984 --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   0.581162
Path Entropy(↓):  0.771061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor maho nonami is a co - star of who
Start Entity:     Maho Nonami
Gold Answer:      [['Eiko Koike']]
Predicted Ans:    Eiko Koike
Predicted Path:   Maho Nonami --[(INV) starred_actors]--> 2LDK --[starred_actors]--> Eiko Koike
Path (Raw):       Maho Nonami --[No Operation]--> Maho Nonami --[(INV) starred_actors]--> 2LDK --[starred_actors]--> Eiko Koike
Neg LogProb(↓):   0.170564
Path Entropy(↓):  0.434343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by there's no business like show business writers
Start Entity:     There's No Business Like Show Business
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   There's No Business Like Show Business --[written_by]--> Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[has_genre]--> Musical
Path (Raw):       There's No Business Like Show Business --[written_by]--> Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[has_genre]--> Musical
Neg LogProb(↓):   0.172311
Path Entropy(↓):  0.569496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of hidden agenda
Start Entity:     Hidden Agenda
Gold Answer:      [['Drama', 'War', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hidden Agenda --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Path (Raw):       Hidden Agenda --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Neg LogProb(↓):   0.771067
Path Entropy(↓):  1.511772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with shoot first, die later
Start Entity:     Shoot First, Die Later
Gold Answer:      [['Caliber 9', 'Naked Violence', 'Kidnap Syndicate']]
Predicted Ans:    Caliber 9
Predicted Path:   Shoot First, Die Later --[written_by]--> Fernando Di Leo --[(INV) written_by]--> Caliber 9
Path (Raw):       Shoot First, Die Later --[No Operation]--> Shoot First, Die Later --[written_by]--> Fernando Di Leo --[(INV) written_by]--> Caliber 9
Neg LogProb(↓):   0.273894
Path Entropy(↓):  0.757053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by anger management actors
Start Entity:     Anger Management
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Anger Management --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       Anger Management --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.001004
Path Entropy(↓):  0.008990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the salt of the earth
Start Entity:     The Salt of the Earth
Gold Answer:      [['Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   The Salt of the Earth --[starred_actors]--> Wim Wenders --[(INV) starred_actors]--> Room 666 --[written_by]--> Wim Wenders
Path (Raw):       The Salt of the Earth --[starred_actors]--> Wim Wenders --[(INV) starred_actors]--> Room 666 --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.010541
Path Entropy(↓):  0.068988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Ryan alosio appears in which movies
Start Entity:     Ryan Alosio
Gold Answer:      [['Apostle Peter and the Last Supper', 'The Hi-Line']]
Predicted Ans:    Josie and the Pussycats
Predicted Path:   Ryan Alosio --[(INV) starred_actors]--> The Hi-Line --[starred_actors]--> Rachael Leigh Cook --[(INV) starred_actors]--> Josie and the Pussycats
Path (Raw):       Ryan Alosio --[(INV) starred_actors]--> The Hi-Line --[starred_actors]--> Rachael Leigh Cook --[(INV) starred_actors]--> Josie and the Pussycats
Neg LogProb(↓):   0.673633
Path Entropy(↓):  1.366091
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of gremlins
Start Entity:     Gremlins
Gold Answer:      [['1998', '1978', '1997', '2009', '2001', '1989', '1993', '1985', '1981', '1987']]
Predicted Ans:    1993
Predicted Path:   Gremlins --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[release_year]--> 1993
Path (Raw):       Gremlins --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[release_year]--> 1993
Neg LogProb(↓):   0.580379
Path Entropy(↓):  1.522720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by nermina lukac
Start Entity:     Nermina Lukac
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Nermina Lukac --[(INV) starred_actors]--> Eat Sleep Die --[in_language]--> Swedish
Path (Raw):       Nermina Lukac --[No Operation]--> Nermina Lukac --[(INV) starred_actors]--> Eat Sleep Die --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed operation crossbow
Start Entity:     Operation Crossbow
Gold Answer:      [['Max Ehrlich', 'George Clayton Johnson', 'David Zelag Goodman', 'William F. Nolan', 'Paul Brickhill', 'Guy Gibson', 'George Orwell', 'John Varley', 'Roméo Dallaire', 'Joseph Stefano', 'Harold Pinter', 'Rosamond Marshall', 'Hammond Innes', 'George Jonas', 'Chris Bryant']]
Predicted Ans:    Hammond Innes
Predicted Path:   Operation Crossbow --[directed_by]--> Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[written_by]--> Hammond Innes
Path (Raw):       Operation Crossbow --[directed_by]--> Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[written_by]--> Hammond Innes
Neg LogProb(↓):   0.087640
Path Entropy(↓):  0.413723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of ring 2
Start Entity:     Ring 2
Gold Answer:      [['Honobu Yonezawa', 'Coline Serreau', 'Enda Walsh', 'Hideo Nakata', 'David DeFalco', 'Tony Giglio']]
Predicted Ans:    Tony Giglio
Predicted Path:   Ring 2 --[directed_by]--> Hideo Nakata --[(INV) directed_by]--> Chaos --[written_by]--> Tony Giglio
Path (Raw):       Ring 2 --[directed_by]--> Hideo Nakata --[(INV) directed_by]--> Chaos --[written_by]--> Tony Giglio
Neg LogProb(↓):   0.076301
Path Entropy(↓):  0.373596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the shopworn angel
Start Entity:     The Shopworn Angel
Gold Answer:      [['Sidney Lumet', 'Jacques Tourneur', 'Hal Ashby', 'John Schlesinger']]
Predicted Ans:    John Schlesinger
Predicted Path:   The Shopworn Angel --[written_by]--> Waldo Salt --[(INV) written_by]--> The Day of the Locust --[directed_by]--> John Schlesinger
Path (Raw):       The Shopworn Angel --[written_by]--> Waldo Salt --[(INV) written_by]--> The Day of the Locust --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.926701
Path Entropy(↓):  1.386190
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is abraham's valley
Start Entity:     Abraham's Valley
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Abraham's Valley --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Abraham's Valley --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.341957
Path Entropy(↓):  4.747481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the clock were in which languages
Start Entity:     The Clock
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The Clock --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[in_language]--> French
Path (Raw):       The Clock --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[in_language]--> French
Neg LogProb(↓):   0.600838
Path Entropy(↓):  0.690373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film city of industry were released in which years
Start Entity:     City of Industry
Gold Answer:      [['1995', '1980', '1998', '2000', '1948', '2001', '1989', '1985', '1994', '1981', '1987', '1986', '1984']]
Predicted Ans:    1989
Predicted Path:   City of Industry --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin --[release_year]--> 1989
Path (Raw):       City of Industry --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin --[release_year]--> 1989
Neg LogProb(↓):   0.410789
Path Entropy(↓):  1.304407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by braulio mantovani
Start Entity:     Bráulio Mantovani
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Bráulio Mantovani --[(INV) written_by]--> Elite Squad --[has_genre]--> Crime
Path (Raw):       Bráulio Mantovani --[No Operation]--> Bráulio Mantovani --[(INV) written_by]--> Elite Squad --[has_genre]--> Crime
Neg LogProb(↓):   0.030810
Path Entropy(↓):  0.146176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of salmon fishing in the yemen also directed which films
Start Entity:     Salmon Fishing in the Yemen
Gold Answer:      [['A Guy and a Gal', 'Something to Talk About', 'Casanova', 'Chocolat', 'The Hypnotist', 'The Cider House Rules', 'My Life as a Dog', 'Safe Haven', "What's Eating Gilbert Grape", 'Dear John', 'The Hoax', 'The Shipping News', 'An Unfinished Life', 'More About the Children of Noisy Village', 'Once Around', 'The Hundred-Foot Journey', 'The Children of Noisy Village']]
Predicted Ans:    Chocolat
Predicted Path:   Salmon Fishing in the Yemen --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> Chocolat
Path (Raw):       Salmon Fishing in the Yemen --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> Chocolat --[No Operation]--> Chocolat
Neg LogProb(↓):   0.728508
Path Entropy(↓):  1.641051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film hide in plain sight released
Start Entity:     Hide in Plain Sight
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Hide in Plain Sight --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Path (Raw):       Hide in Plain Sight --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Neg LogProb(↓):   2.530560
Path Entropy(↓):  3.881574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by p2 actors
Start Entity:     P2
Gold Answer:      [['Don Sharp', 'George C. Scott', 'Sally Potter', 'Geoffrey Haley', 'Shekhar Kapur', 'Paco Cabezas', 'Marcus Nispel', 'Roland Joffé', 'John Milius', 'Sam Mendes', 'Zoltan Korda']]
Predicted Ans:    Zoltan Korda
Predicted Path:   P2 --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Zoltan Korda
Path (Raw):       P2 --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Zoltan Korda
Neg LogProb(↓):   0.247743
Path Entropy(↓):  0.618061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by patricia highsmith
Start Entity:     Patricia Highsmith
Gold Answer:      [['2009', '1960', '2005', '1951', '1999', '2002', '2014', '1977']]
Predicted Ans:    1977
Predicted Path:   Patricia Highsmith --[(INV) written_by]--> The American Friend --[release_year]--> 1977
Path (Raw):       Patricia Highsmith --[No Operation]--> Patricia Highsmith --[(INV) written_by]--> The American Friend --[release_year]--> 1977
Neg LogProb(↓):   0.973640
Path Entropy(↓):  1.600756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was derek lee a writer on
Start Entity:     Derek Lee
Gold Answer:      [['Afflicted']]
Predicted Ans:    Afflicted
Predicted Path:   Derek Lee --[(INV) written_by]--> Afflicted --[written_by]--> Derek Lee --[(INV) written_by]--> Afflicted
Path (Raw):       Derek Lee --[(INV) written_by]--> Afflicted --[written_by]--> Derek Lee --[(INV) written_by]--> Afflicted
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of brittany murphy
Start Entity:     Brittany Murphy
Gold Answer:      [['Mickey Rourke', 'Holly Hunter', 'Luke Wilson', 'Donald Faison', 'Thora Birch', 'Ashton Kutcher', 'Jason Schwartzman', 'Sean Bean', 'Aaron Eckhart', 'Marley Shelton', 'Steve Zahn', 'Nick Nolte', 'John Leguizamo', 'Winona Ryder', 'Michael Douglas', 'Amy Locane', 'Angelina Jolie', 'Ian McKellen', 'Sidney Poitier', 'Alicia Witt', 'Lukas Haas', 'Kim Basinger', 'Michael Biehn', 'Jason Lewis', 'Kathy Bates', 'Mekhi Phifer', 'Dakota Fanning', 'Alicia Silverstone', 'Eminem', 'Drew Barrymore', 'Paul Rudd', 'Stacey Dash', 'Dean Cain', 'Jay Mohr', 'Mimi Rogers', 'Ron Livingston']]
Predicted Ans:    Brittany Murphy
Predicted Path:   Brittany Murphy --[(INV) starred_actors]--> Deadline --[starred_actors]--> Brittany Murphy
Path (Raw):       Brittany Murphy --[No Operation]--> Brittany Murphy --[(INV) starred_actors]--> Deadline --[starred_actors]--> Brittany Murphy
Neg LogProb(↓):   0.148328
Path Entropy(↓):  0.460810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie beverly hills cop
Start Entity:     Beverly Hills Cop
Gold Answer:      [['Martin Brest', 'Bo Goldman', 'Ruggero Maccari', 'Giovanni Arpino', 'Dino Risi']]
Predicted Ans:    Bo Goldman
Predicted Path:   Beverly Hills Cop --[directed_by]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[written_by]--> Bo Goldman
Path (Raw):       Beverly Hills Cop --[directed_by]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[written_by]--> Bo Goldman
Neg LogProb(↓):   0.253832
Path Entropy(↓):  0.833964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by john benjamin hickey in
Start Entity:     John Benjamin Hickey
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Benjamin Hickey --[(INV) starred_actors]--> Finding North --[has_genre]--> Comedy
Path (Raw):       John Benjamin Hickey --[No Operation]--> John Benjamin Hickey --[(INV) starred_actors]--> Finding North --[has_genre]--> Comedy
Neg LogProb(↓):   0.415144
Path Entropy(↓):  0.640873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of foolish
Start Entity:     Foolish
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Foolish --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Foolish --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.235492
Path Entropy(↓):  3.979573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by pushing tin actors release
Start Entity:     Pushing Tin
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '2007', '1998', '1963', '2009', '2010', '2004', '2014', '1994', '1956', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1960', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1992
Predicted Path:   Pushing Tin --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> One False Move --[release_year]--> 1992
Path (Raw):       Pushing Tin --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   1.069456
Path Entropy(↓):  2.177951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of edgar g. ulmer
Start Entity:     Edgar G. Ulmer
Gold Answer:      [['Catherine Breillat', 'Edward Dmytryk', 'Severin Eskeland']]
Predicted Ans:    Edgar G. Ulmer
Predicted Path:   Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard --[directed_by]--> Edgar G. Ulmer
Path (Raw):       Edgar G. Ulmer --[No Operation]--> Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard --[directed_by]--> Edgar G. Ulmer
Neg LogProb(↓):   0.581145
Path Entropy(↓):  1.228958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by the boy next door actors
Start Entity:     The Boy Next Door
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    abigail breslin
Predicted Path:   The Boy Next Door --[starred_actors]--> John Corbett --[(INV) starred_actors]--> Raising Helen --[has_tags]--> abigail breslin
Path (Raw):       The Boy Next Door --[starred_actors]--> John Corbett --[(INV) starred_actors]--> Raising Helen --[has_tags]--> abigail breslin
Neg LogProb(↓):   0.352732
Path Entropy(↓):  0.868262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share screenwriters with safe men were released in which years
Start Entity:     Safe Men
Gold Answer:      [['2000', '2009', '2004']]
Predicted Ans:    2000
Predicted Path:   Safe Men --[written_by]--> John Hamburg --[(INV) written_by]--> Meet the Parents --[release_year]--> 2000
Path (Raw):       Safe Men --[written_by]--> John Hamburg --[(INV) written_by]--> Meet the Parents --[release_year]--> 2000
Neg LogProb(↓):   0.098115
Path Entropy(↓):  0.343778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does christopher connelly appear in
Start Entity:     Christopher Connelly
Gold Answer:      [['Manhattan Baby']]
Predicted Ans:    Manhattan Baby
Predicted Path:   Christopher Connelly --[(INV) starred_actors]--> Manhattan Baby --[starred_actors]--> Christopher Connelly --[(INV) starred_actors]--> Manhattan Baby
Path (Raw):       Christopher Connelly --[(INV) starred_actors]--> Manhattan Baby --[starred_actors]--> Christopher Connelly --[(INV) starred_actors]--> Manhattan Baby
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor claire rushbrook co - starred with who
Start Entity:     Claire Rushbrook
Gold Answer:      [['Samantha Morton', 'Scarlett Johansson']]
Predicted Ans:    Samantha Morton
Predicted Path:   Claire Rushbrook --[(INV) starred_actors]--> Under the Skin --[starred_actors]--> Samantha Morton
Path (Raw):       Claire Rushbrook --[No Operation]--> Claire Rushbrook --[(INV) starred_actors]--> Under the Skin --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.059821
Path Entropy(↓):  0.221625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie out on a limb are written by who
Start Entity:     Out on a Limb
Gold Answer:      [['Francis Veber']]
Predicted Ans:    Francis Veber
Predicted Path:   Out on a Limb --[directed_by]--> Francis Veber --[(INV) directed_by]--> The Toy --[written_by]--> Francis Veber
Path (Raw):       Out on a Limb --[directed_by]--> Francis Veber --[(INV) directed_by]--> The Toy --[written_by]--> Francis Veber
Neg LogProb(↓):   0.034789
Path Entropy(↓):  0.174034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of marjatta raita acted films
Start Entity:     Marjatta Raita
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Marjatta Raita --[(INV) starred_actors]--> Uuno Turhapuro --[release_year]--> 1973
Path (Raw):       Marjatta Raita --[No Operation]--> Marjatta Raita --[(INV) starred_actors]--> Uuno Turhapuro --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film hello herman were in which genres
Start Entity:     Hello Herman
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Hello Herman --[starred_actors]--> Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[has_genre]--> Crime
Path (Raw):       Hello Herman --[starred_actors]--> Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[has_genre]--> Crime
Neg LogProb(↓):   0.088875
Path Entropy(↓):  0.361122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of fredric m. frank
Start Entity:     Fredric M. Frank
Gold Answer:      [['Philip Yordan', 'Ben Barzman', 'Harold Lamb', 'Vladimir Jabotinsky']]
Predicted Ans:    Philip Yordan
Predicted Path:   Fredric M. Frank --[(INV) written_by]--> El Cid --[written_by]--> Philip Yordan
Path (Raw):       Fredric M. Frank --[No Operation]--> Fredric M. Frank --[(INV) written_by]--> El Cid --[written_by]--> Philip Yordan
Neg LogProb(↓):   0.186420
Path Entropy(↓):  0.486336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of small time crooks
Start Entity:     Small Time Crooks
Gold Answer:      [['Portuguese', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Small Time Crooks --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Small Time Crooks --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.002137
Path Entropy(↓):  0.018558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director ramin niami
Start Entity:     Ramin Niami
Gold Answer:      [['Riley Smith', 'Nazanin Boniadi']]
Predicted Ans:    Riley Smith
Predicted Path:   Ramin Niami --[(INV) directed_by]--> Shirin in Love --[starred_actors]--> Riley Smith
Path (Raw):       Ramin Niami --[No Operation]--> Ramin Niami --[(INV) directed_by]--> Shirin in Love --[starred_actors]--> Riley Smith
Neg LogProb(↓):   0.057129
Path Entropy(↓):  0.222306
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of zodiac
Start Entity:     Zodiac
Gold Answer:      [['David Fincher']]
Predicted Ans:    David Fincher
Predicted Path:   Zodiac --[directed_by]--> David Fincher --[(INV) directed_by]--> The Game --[directed_by]--> David Fincher
Path (Raw):       Zodiac --[directed_by]--> David Fincher --[(INV) directed_by]--> The Game --[directed_by]--> David Fincher
Neg LogProb(↓):   0.005861
Path Entropy(↓):  0.038644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by arthur symons in
Start Entity:     Arthur Symons
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Arthur Symons --[(INV) written_by]--> Esther Kahn --[in_language]--> English
Path (Raw):       Arthur Symons --[No Operation]--> Arthur Symons --[(INV) written_by]--> Esther Kahn --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of enemies closer
Start Entity:     Enemies Closer
Gold Answer:      [['Arthur C. Clarke', 'Karen Elise Baldwin', 'Lincoln Child', 'Douglas Morrow', 'Douglas Preston', 'Jimmy Huston', 'Gary DeVore', 'Paul Glickler', 'Mark Verheiden', 'Mike Richardson', 'Wayne Kramer', 'Peter Hyams', 'Ray Bradbury', 'Roderick Taylor', 'Gene Quintano']]
Predicted Ans:    Peter Hyams
Predicted Path:   Enemies Closer --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[written_by]--> Peter Hyams
Path (Raw):       Enemies Closer --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.932959
Path Entropy(↓):  1.379565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in mark linfield written films
Start Entity:     Mark Linfield
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Mark Linfield --[(INV) written_by]--> Earth --[in_language]--> Spanish
Path (Raw):       Mark Linfield --[No Operation]--> Mark Linfield --[(INV) written_by]--> Earth --[in_language]--> Spanish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with a shot in the dark in
Start Entity:     A Shot in the Dark
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   A Shot in the Dark --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       A Shot in the Dark --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.000168
Path Entropy(↓):  0.001797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the bourne ultimatum screenwriters
Start Entity:     The Bourne Ultimatum
Gold Answer:      [['Thriller', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Bourne Ultimatum --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[has_genre]--> Action
Path (Raw):       The Bourne Ultimatum --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[has_genre]--> Action
Neg LogProb(↓):   0.074341
Path Entropy(↓):  0.327438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with supernova fall under
Start Entity:     Supernova
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Supernova --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[has_genre]--> Crime
Path (Raw):       Supernova --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[has_genre]--> Crime
Neg LogProb(↓):   0.812033
Path Entropy(↓):  1.701831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by james hadley chase released
Start Entity:     James Hadley Chase
Gold Answer:      [['1962', '1998', '1995', '1967', '2011']]
Predicted Ans:    1967
Predicted Path:   James Hadley Chase --[(INV) written_by]--> The Night of the Generals --[release_year]--> 1967
Path (Raw):       James Hadley Chase --[No Operation]--> James Hadley Chase --[(INV) written_by]--> The Night of the Generals --[release_year]--> 1967
Neg LogProb(↓):   0.018274
Path Entropy(↓):  0.104273
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by julia migenes
Start Entity:     Julia Migenes
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Julia Migenes --[(INV) starred_actors]--> Carmen --[has_genre]--> Drama
Path (Raw):       Julia Migenes --[No Operation]--> Julia Migenes --[(INV) starred_actors]--> Carmen --[has_genre]--> Drama
Neg LogProb(↓):   0.001106
Path Entropy(↓):  0.009396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was richard tucker an actor in
Start Entity:     Richard Tucker
Gold Answer:      [['The Squall']]
Predicted Ans:    Platinum Blonde
Predicted Path:   Richard Tucker --[(INV) starred_actors]--> The Squall --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Path (Raw):       Richard Tucker --[(INV) starred_actors]--> The Squall --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Neg LogProb(↓):   0.346446
Path Entropy(↓):  1.212396
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in men don't leave
Start Entity:     Men Don't Leave
Gold Answer:      [['English', 'Italian', 'Hungarian']]
Predicted Ans:    English
Predicted Path:   Men Don't Leave --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       Men Don't Leave --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.059645
Path Entropy(↓):  0.222537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of day of the dead
Start Entity:     Day of the Dead
Gold Answer:      [['Karl Hardman', "Judith O'Dea", 'Duane Jones', 'Tom Savini', 'Radha Mitchell', 'Sarah Polley', 'Ving Rhames', 'Alan Van Sprang', 'Devon Sawa', 'Peter Stormare', 'Ken Foree', 'Amy Madigan', 'Adrienne Barbeau', 'Leslie Hope', 'Jake Weber', 'Ali Larter', 'Timothy Olyphant', 'Harold Wayne Jones', 'Will MacMillan', 'Lane Carroll', 'Jason Flemyng', 'Timothy Hutton', 'Gaylen Ross', 'David Emge', 'Kerr Smith', 'Michael Rooker']]
Predicted Ans:    Jason Flemyng
Predicted Path:   Day of the Dead --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Path (Raw):       Day of the Dead --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Neg LogProb(↓):   0.883089
Path Entropy(↓):  1.296063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with divorce american style fall under
Start Entity:     Divorce American Style
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Divorce American Style --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style --[has_genre]--> Comedy
Path (Raw):       Divorce American Style --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style --[has_genre]--> Comedy
Neg LogProb(↓):   0.000206
Path Entropy(↓):  0.002030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by victor moore
Start Entity:     Victor Moore
Gold Answer:      [['Edmund Goulding', 'Roy Del Ruth', 'Lloyd Bacon', 'George Stevens', 'Leo McCarey']]
Predicted Ans:    Lloyd Bacon
Predicted Path:   Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937 --[directed_by]--> Lloyd Bacon
Path (Raw):       Victor Moore --[No Operation]--> Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937 --[directed_by]--> Lloyd Bacon
Neg LogProb(↓):   0.062753
Path Entropy(↓):  0.281600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the hard corps
Start Entity:     The Hard Corps
Gold Answer:      [['Sheldon Lettich']]
Predicted Ans:    Sheldon Lettich
Predicted Path:   The Hard Corps --[written_by]--> Sheldon Lettich --[(INV) written_by]--> Lionheart --[written_by]--> Sheldon Lettich
Path (Raw):       The Hard Corps --[written_by]--> Sheldon Lettich --[(INV) written_by]--> Lionheart --[written_by]--> Sheldon Lettich
Neg LogProb(↓):   0.893951
Path Entropy(↓):  1.317336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie manhunter were released in which years
Start Entity:     Manhunter
Gold Answer:      [['1998', '2009', '2008', '1990', '2005', '1989', '2004', '1996', '2006', '1985', '2002', '2011', '2007']]
Predicted Ans:    2004
Predicted Path:   Manhunter --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[release_year]--> 2004
Path (Raw):       Manhunter --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[release_year]--> 2004
Neg LogProb(↓):   0.282697
Path Entropy(↓):  0.902135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in prelude to a kiss
Start Entity:     Prelude to a Kiss
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Prelude to a Kiss --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Path (Raw):       Prelude to a Kiss --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   0.276944
Path Entropy(↓):  0.695393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of whose life is it anyway?
Start Entity:     Whose Life Is It Anyway?
Gold Answer:      [['Man of the West', '12 Angry Men']]
Predicted Ans:    Whose Life Is It Anyway?
Predicted Path:   Whose Life Is It Anyway? --[written_by]--> Brian Clark --[(INV) written_by]--> Whose Life Is It Anyway?
Path (Raw):       Whose Life Is It Anyway? --[No Operation]--> Whose Life Is It Anyway? --[written_by]--> Brian Clark --[(INV) written_by]--> Whose Life Is It Anyway?
Neg LogProb(↓):   0.740708
Path Entropy(↓):  1.109981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of dr. phibes rises again was
Start Entity:     Dr. Phibes Rises Again
Gold Answer:      [['Robert Fuest']]
Predicted Ans:    Vincent Price
Predicted Path:   Dr. Phibes Rises Again --[directed_by]--> Robert Fuest --[(INV) directed_by]--> Dr. Phibes Rises Again --[starred_actors]--> Vincent Price
Path (Raw):       Dr. Phibes Rises Again --[directed_by]--> Robert Fuest --[(INV) directed_by]--> Dr. Phibes Rises Again --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.540818
Path Entropy(↓):  1.085726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in hysterical blindness
Start Entity:     Hysterical Blindness
Gold Answer:      [['Uma Thurman', 'Juliette Lewis', 'Gena Rowlands']]
Predicted Ans:    Uma Thurman
Predicted Path:   Hysterical Blindness --[starred_actors]--> Uma Thurman --[(INV) starred_actors]--> Motherhood --[starred_actors]--> Uma Thurman
Path (Raw):       Hysterical Blindness --[starred_actors]--> Uma Thurman --[(INV) starred_actors]--> Motherhood --[starred_actors]--> Uma Thurman
Neg LogProb(↓):   0.177320
Path Entropy(↓):  0.676609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with ten north frederick in
Start Entity:     Ten North Frederick
Gold Answer:      [['English', 'Polish', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Ten North Frederick --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Ten North Frederick --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.250232
Path Entropy(↓):  0.677598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of our modern maidens
Start Entity:     Our Modern Maidens
Gold Answer:      [['Music', 'Biography', 'Drama', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Our Modern Maidens --[directed_by]--> Jack Conway --[(INV) directed_by]--> Libeled Lady --[has_genre]--> Comedy
Path (Raw):       Our Modern Maidens --[directed_by]--> Jack Conway --[(INV) directed_by]--> Libeled Lady --[has_genre]--> Comedy
Neg LogProb(↓):   0.663192
Path Entropy(↓):  1.330510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the social network
Start Entity:     The Social Network
Gold Answer:      [['1995', '2008', '1992', '1993', '2011', '2007']]
Predicted Ans:    1993
Predicted Path:   The Social Network --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Malice --[release_year]--> 1993
Path (Raw):       The Social Network --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Malice --[release_year]--> 1993
Neg LogProb(↓):   0.590039
Path Entropy(↓):  0.964042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by naomi watts
Start Entity:     naomi watts
Gold Answer:      [['St. Vincent', 'Stay', 'Eastern Promises', 'Mulholland Drive', 'The Impossible', 'The Ring', 'Dream House', 'Fair Game', 'Funny Games', 'The Painted Veil', '21 Grams', 'King Kong', 'The Assassination of Richard Nixon', 'I Heart Huckabees', 'Mother and Child', 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    The Impossible
Predicted Path:   naomi watts --[(INV) has_tags]--> The Impossible --[has_tags]--> tom holland --[(INV) has_tags]--> The Impossible
Path (Raw):       naomi watts --[(INV) has_tags]--> The Impossible --[has_tags]--> tom holland --[(INV) has_tags]--> The Impossible
Neg LogProb(↓):   0.297029
Path Entropy(↓):  0.891054
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie squirm
Start Entity:     Squirm
Gold Answer:      [['Patricia Pearcy', 'Don Scardino']]
Predicted Ans:    Don Scardino
Predicted Path:   Squirm --[starred_actors]--> Don Scardino --[(INV) starred_actors]--> He Knows You're Alone --[starred_actors]--> Don Scardino
Path (Raw):       Squirm --[starred_actors]--> Don Scardino --[(INV) starred_actors]--> He Knows You're Alone --[starred_actors]--> Don Scardino
Neg LogProb(↓):   0.688156
Path Entropy(↓):  0.781357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by wes craven
Start Entity:     Wes Craven
Gold Answer:      [['1988', '2009', '1972', '2001', '1989', '2010', '1991', '1982', '2006', '1981', '1984', '1977']]
Predicted Ans:    1982
Predicted Path:   Wes Craven --[(INV) written_by]--> Swamp Thing --[release_year]--> 1982
Path (Raw):       Wes Craven --[No Operation]--> Wes Craven --[(INV) written_by]--> Swamp Thing --[release_year]--> 1982
Neg LogProb(↓):   1.211786
Path Entropy(↓):  2.077674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in david fincher directed films
Start Entity:     David Fincher
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Path (Raw):       David Fincher --[No Operation]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of odd obsession
Start Entity:     Odd Obsession
Gold Answer:      [['Teinosuke Kinugasa', 'Michio Takeyama', 'Natto Wada', 'Kon Ichikawa', 'Otokichi Mikami']]
Predicted Ans:    Kon Ichikawa
Predicted Path:   Odd Obsession --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[written_by]--> Kon Ichikawa
Path (Raw):       Odd Obsession --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[written_by]--> Kon Ichikawa
Neg LogProb(↓):   0.339360
Path Entropy(↓):  0.791107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by dinah shore
Start Entity:     Dinah Shore
Gold Answer:      [['Elliott Nugent']]
Predicted Ans:    Elliott Nugent
Predicted Path:   Dinah Shore --[(INV) starred_actors]--> Up in Arms --[directed_by]--> Elliott Nugent
Path (Raw):       Dinah Shore --[No Operation]--> Dinah Shore --[(INV) starred_actors]--> Up in Arms --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film men at work
Start Entity:     Men at Work
Gold Answer:      [['George Armitage', 'Stephen Herek', 'Emilio Estevez', 'Clint Eastwood', 'Ron Clements', 'John Musker', 'David S. Ward', 'Geoff Murphy', 'John Milius', 'Harald Zwart', 'Roman Coppola', 'John Badham', 'Ken Burns', 'Alex Cox', 'David Seltzer', 'Oliver Stone', 'Martin Sheen', 'Deran Sarafian', 'Gene Quintano', 'Stuart Orme', 'Paul Sabella', 'Larry Leker', 'Joel Schumacher', 'John Carpenter', 'Christopher Cain', 'Dan Bradley', 'George A. Romero', 'Jim Abrahams', 'Peter Werner', 'Allen Hughes', 'Brett Ratner', 'Richard Lester', 'George P. Cosmatos', 'Stephen Hopkins', 'John Lee Hancock', 'Arthur Penn', 'Stephen King', 'Craig R. Baxley', 'David Twohy', 'John Hughes']]
Predicted Ans:    Deran Sarafian
Predicted Path:   Men at Work --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       Men at Work --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   0.249133
Path Entropy(↓):  0.919787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does david copperfield appear in
Start Entity:     David Copperfield
Gold Answer:      [['Terror Train', 'Oh My God']]
Predicted Ans:    Michael Richards
Predicted Path:   David Copperfield --[starred_actors]--> Michael Richards --[(INV) starred_actors]--> UHF --[starred_actors]--> Michael Richards
Path (Raw):       David Copperfield --[starred_actors]--> Michael Richards --[(INV) starred_actors]--> UHF --[starred_actors]--> Michael Richards
Neg LogProb(↓):   0.003346
Path Entropy(↓):  0.025783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What type of movie is hook
Start Entity:     Hook
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Hook --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Hook --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.333812
Path Entropy(↓):  2.009434
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote querelle
Start Entity:     Querelle
Gold Answer:      [['French', 'German']]
Predicted Ans:    German
Predicted Path:   Querelle --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Beware of a Holy Whore --[in_language]--> German
Path (Raw):       Querelle --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Beware of a Holy Whore --[in_language]--> German
Neg LogProb(↓):   0.886927
Path Entropy(↓):  1.548793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by stanley ellin
Start Entity:     Stanley Ellin
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Stanley Ellin --[(INV) written_by]--> The Big Night --[release_year]--> 1951
Path (Raw):       Stanley Ellin --[No Operation]--> Stanley Ellin --[(INV) written_by]--> The Big Night --[release_year]--> 1951
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by lena dunham
Start Entity:     Lena Dunham
Gold Answer:      [['Joe Swanberg']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Lena Dunham --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Path (Raw):       Lena Dunham --[No Operation]--> Lena Dunham --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Neg LogProb(↓):   0.012355
Path Entropy(↓):  0.074677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by bob denver
Start Entity:     Bob Denver
Gold Answer:      [['Harvey Hart']]
Predicted Ans:    Harvey Hart
Predicted Path:   Bob Denver --[(INV) starred_actors]--> The Sweet Ride --[directed_by]--> Harvey Hart
Path (Raw):       Bob Denver --[No Operation]--> Bob Denver --[(INV) starred_actors]--> The Sweet Ride --[directed_by]--> Harvey Hart
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the fourth angel is also the director of which films
Start Entity:     The Fourth Angel
Gold Answer:      [["Widows' Peak", 'Ghost Story', 'Raw Deal', 'Turtle Diary', 'The Dogs of War', 'City of Industry', 'Shiner', 'When Trumpets Fade', 'Next of Kin', 'A Month by the Lake', 'Hamburger Hill']]
Predicted Ans:    Next of Kin
Predicted Path:   The Fourth Angel --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin
Path (Raw):       The Fourth Angel --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin --[No Operation]--> Next of Kin
Neg LogProb(↓):   0.281004
Path Entropy(↓):  0.991629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of white frog was
Start Entity:     White Frog
Gold Answer:      [['Quentin Lee']]
Predicted Ans:    Quentin Lee
Predicted Path:   White Frog --[directed_by]--> Quentin Lee --[(INV) directed_by]--> White Frog --[directed_by]--> Quentin Lee
Path (Raw):       White Frog --[directed_by]--> Quentin Lee --[(INV) directed_by]--> White Frog --[directed_by]--> Quentin Lee
Neg LogProb(↓):   0.003221
Path Entropy(↓):  0.021669
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of go
Start Entity:     Go
Gold Answer:      [['The Nines', "Charlie's Angels", 'Big Fish']]
Predicted Ans:    Go
Predicted Path:   Go --[written_by]--> John August --[(INV) written_by]--> Go
Path (Raw):       Go --[No Operation]--> Go --[written_by]--> John August --[(INV) written_by]--> Go
Neg LogProb(↓):   0.108946
Path Entropy(↓):  0.395991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share writers with friends with benefits fall under
Start Entity:     Friends with Benefits
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Friends with Benefits --[written_by]--> Will Gluck --[(INV) written_by]--> Annie --[has_genre]--> Comedy
Path (Raw):       Friends with Benefits --[written_by]--> Will Gluck --[(INV) written_by]--> Annie --[has_genre]--> Comedy
Neg LogProb(↓):   0.897106
Path Entropy(↓):  1.487622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in nina hoss acted films
Start Entity:     Nina Hoss
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Nina Hoss --[(INV) starred_actors]--> We Are the Night --[in_language]--> German
Path (Raw):       Nina Hoss --[No Operation]--> Nina Hoss --[(INV) starred_actors]--> We Are the Night --[in_language]--> German
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies did daniel petrie direct
Start Entity:     Daniel Petrie
Gold Answer:      [['Rocket Gibraltar', 'Six Pack', 'Lifeguard', 'Square Dance', 'Resurrection', 'Lassie', 'Moon of the Wolf']]
Predicted Ans:    Six Pack
Predicted Path:   Daniel Petrie --[(INV) directed_by]--> Six Pack --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Six Pack
Path (Raw):       Daniel Petrie --[(INV) directed_by]--> Six Pack --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Six Pack
Neg LogProb(↓):   1.673754
Path Entropy(↓):  2.661345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the most hated family in america
Start Entity:     The Most Hated Family in America
Gold Answer:      [['Louis Theroux', 'Fred Phelps']]
Predicted Ans:    Fred Phelps
Predicted Path:   The Most Hated Family in America --[starred_actors]--> Fred Phelps --[(INV) starred_actors]--> The Most Hated Family in America --[starred_actors]--> Fred Phelps
Path (Raw):       The Most Hated Family in America --[starred_actors]--> Fred Phelps --[(INV) starred_actors]--> The Most Hated Family in America --[starred_actors]--> Fred Phelps
Neg LogProb(↓):   0.004703
Path Entropy(↓):  0.032287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the damned
Start Entity:     The Damned
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   The Damned --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Path (Raw):       The Damned --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Neg LogProb(↓):   2.704375
Path Entropy(↓):  3.809907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did joe ranft write
Start Entity:     Joe Ranft
Gold Answer:      [['Cars', "A Bug's Life"]]
Predicted Ans:    Return to Me
Predicted Path:   Joe Ranft --[(INV) written_by]--> Cars --[written_by]--> Bonnie Hunt --[(INV) written_by]--> Return to Me
Path (Raw):       Joe Ranft --[(INV) written_by]--> Cars --[written_by]--> Bonnie Hunt --[(INV) written_by]--> Return to Me
Neg LogProb(↓):   0.315397
Path Entropy(↓):  0.800268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film amateur
Start Entity:     Amateur
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Amateur --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Path (Raw):       Amateur --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Neg LogProb(↓):   2.920821
Path Entropy(↓):  4.326704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe splinterheads
Start Entity:     Splinterheads
Gold Answer:      [['carnival']]
Predicted Ans:    organ
Predicted Path:   Splinterheads --[has_tags]--> carnival --[(INV) has_tags]--> Carnival of Souls --[has_tags]--> organ
Path (Raw):       Splinterheads --[has_tags]--> carnival --[(INV) has_tags]--> Carnival of Souls --[has_tags]--> organ
Neg LogProb(↓):   0.076021
Path Entropy(↓):  0.286583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Frank oz appears in which movies
Start Entity:     Frank Oz
Gold Answer:      [['The Muppets Take Manhattan', 'The Dark Crystal']]
Predicted Ans:    The Muppets Take Manhattan
Predicted Path:   Frank Oz --[(INV) starred_actors]--> The Muppets Take Manhattan --[starred_actors]--> Jim Henson --[(INV) starred_actors]--> The Muppets Take Manhattan
Path (Raw):       Frank Oz --[(INV) starred_actors]--> The Muppets Take Manhattan --[starred_actors]--> Jim Henson --[(INV) starred_actors]--> The Muppets Take Manhattan
Neg LogProb(↓):   0.354137
Path Entropy(↓):  0.850028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by shane abbess starred which actors
Start Entity:     Shane Abbess
Gold Answer:      [['Samantha Noble', 'Andy Whitfield', 'Dwaine Stevenson']]
Predicted Ans:    Samantha Noble
Predicted Path:   Shane Abbess --[(INV) written_by]--> Gabriel --[starred_actors]--> Samantha Noble
Path (Raw):       Shane Abbess --[No Operation]--> Shane Abbess --[(INV) written_by]--> Gabriel --[starred_actors]--> Samantha Noble
Neg LogProb(↓):   0.032029
Path Entropy(↓):  0.144114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in kabul express
Start Entity:     Kabul Express
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Kabul Express --[starred_actors]--> John Abraham --[(INV) starred_actors]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Kabul Express --[starred_actors]--> John Abraham --[(INV) starred_actors]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.002785
Path Entropy(↓):  0.020821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of solomon kane
Start Entity:     Solomon Kane
Gold Answer:      [['2006', '2002']]
Predicted Ans:    2009
Predicted Path:   Solomon Kane --[directed_by]--> Michael J. Bassett --[(INV) directed_by]--> Solomon Kane --[release_year]--> 2009
Path (Raw):       Solomon Kane --[directed_by]--> Michael J. Bassett --[(INV) directed_by]--> Solomon Kane --[release_year]--> 2009
Neg LogProb(↓):   0.034920
Path Entropy(↓):  0.166374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed holy man
Start Entity:     Holy Man
Gold Answer:      [['1995', '1939', '1948', '2001', '1992', '2005', '1993', '1991', '1996', '1973', '2002', '1986', '2011']]
Predicted Ans:    1996
Predicted Path:   Holy Man --[directed_by]--> Stephen Herek --[(INV) directed_by]--> 101 Dalmatians --[release_year]--> 1996
Path (Raw):       Holy Man --[directed_by]--> Stephen Herek --[(INV) directed_by]--> 101 Dalmatians --[release_year]--> 1996
Neg LogProb(↓):   1.591826
Path Entropy(↓):  1.538594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by erich kastner
Start Entity:     Erich Kästner
Gold Answer:      [['David Swift', 'Nancy Meyers', 'Reinhard Klooss', 'Holger Tappe']]
Predicted Ans:    Reinhard Klooss
Predicted Path:   Erich Kästner --[(INV) written_by]--> Animals United --[directed_by]--> Reinhard Klooss
Path (Raw):       Erich Kästner --[No Operation]--> Erich Kästner --[(INV) written_by]--> Animals United --[directed_by]--> Reinhard Klooss
Neg LogProb(↓):   0.631341
Path Entropy(↓):  1.041657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in fort apache also appears in which films
Start Entity:     Fort Apache
Gold Answer:      [['The Wrong Man', 'The Lucky Texan', 'Chisum', 'The Mad Miss Manton', 'There Was a Crooked Man...', 'On Our Merry Way', 'Dark Command', 'The Hurricane Express', 'Tentacles', 'The Shootist', 'Sagebrush Trail', 'Allegheny Uprising', 'El Dorado', 'Rio Grande', 'Wake of the Red Witch', 'Dakota', 'The Long Voyage Home', 'Idol of the Crowds', 'Reap the Wild Wind', 'The Quiet Man', 'Rollercoaster', "In Harm's Way", 'Jet Pilot', 'Hondo', 'Hatari!', 'You Only Live Once', 'Tall in the Saddle', 'The Fugitive', 'A Lady Takes a Chance', 'War and Peace', 'The Man from Utah', 'The Horse Soldiers', 'Texas Terror', 'The Return of Frank James', 'Rio Lobo', 'Madigan', 'Lawless Range', 'The Comancheros', 'Rainbow Valley', 'The Fighting Seabees', 'Stagecoach', 'Born to the West', 'On Golden Pond', 'I Dream Too Much', 'Rings on Her Fingers', 'Big Jake', 'Sex and the Single Girl', 'The Grapes of Wrath', 'The Ox-Bow Incident', 'The Sea Chase', 'Blue Steel', 'A Big Hand for the Little Lady', 'The High and the Mighty', 'North to Alaska', 'The Alamo', 'The Big Street', 'You Belong to Me', 'Mister Roberts', 'Jesse James', 'Daisy Kenyon', 'Flame of Barbary Coast', 'Pittsburgh', 'Reunion in France', 'Westward Ho', 'Cahill U.S. Marshal', 'Midway', 'Firecreek', 'The Dawn Rider', 'Operation Pacific', 'The Big Trail', 'The Man from Monterey', 'The Green Berets', 'The Cheyenne Social Club', 'The Undefeated', 'Rio Bravo', 'The Wings of Eagles', 'Red River', 'Winds of the Wasteland', 'The Star Packer', 'Once Upon a Time in the West', 'The War Wagon', 'Paradise Canyon', 'Drums Along the Mohawk', 'The Lawless Frontier', 'Hellfighters', 'Angel and the Badman', 'Seven Sinners', 'The Cowboys', 'Sometimes a Great Notion', 'The Shadow of the Eagle', 'Young Mr. Lincoln', 'True Grit', 'The Trail Beyond', 'The Best Man', 'The Spoilers', 'They Were Expendable', 'The Long Night', 'She Wore a Yellow Ribbon', "'Neath the Arizona Skies", 'His Private Secretary', 'Jezebel', 'The Searchers', 'The Sons of Katie Elder', 'In Old California', 'Brannigan', 'The Tin Star', 'The Conqueror', 'Immortal Sergeant', 'Legend of the Lost', 'Big Jim McLain', "Spencer's Mountain", 'Flying Leathernecks', 'Blood Alley', 'Tycoon', 'The Train Robbers', "Donovan's Reef", 'The Big Stampede', 'Riders of Destiny', 'The Man Who Shot Liberty Valance', 'Flying Tigers', 'My Darling Clementine', 'Rooster Cogburn', 'Back to Bataan', 'The Desert Trail', 'Warlock', 'Sands of Iwo Jima', 'How the West Was Won', 'Yours, Mine and Ours', 'The Boston Strangler', 'The Shepherd of the Hills', 'Chad Hanna', 'McQ', 'West of the Divide', 'McLintock!', 'Battle of the Bulge', 'In Old Oklahoma', 'The Lady Eve']]
Predicted Ans:    Texas Terror
Predicted Path:   Fort Apache --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Texas Terror
Path (Raw):       Fort Apache --[starred_actors]--> John Wayne --[No Operation]--> John Wayne --[(INV) starred_actors]--> Texas Terror
Neg LogProb(↓):   1.790903
Path Entropy(↓):  3.157264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the oh! what a lovely war director
Start Entity:     Oh! What a Lovely War
Gold Answer:      [['John Briley', 'Donald Woods', 'William Goldman', 'William Nicholson', 'Winston Churchill', 'James Nagel', 'Nicholas Dante', 'Henry S. Villard', 'Norman Stone', 'David Robinson', 'Diana Hawkins', 'William Boyd', 'Cornelius Ryan', 'Arnold Schulman', 'Carl Foreman', 'Bryan Forbes']]
Predicted Ans:    Henry S. Villard
Predicted Path:   Oh! What a Lovely War --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> In Love and War --[written_by]--> Henry S. Villard
Path (Raw):       Oh! What a Lovely War --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> In Love and War --[written_by]--> Henry S. Villard
Neg LogProb(↓):   0.894020
Path Entropy(↓):  1.480638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of sweet dreams
Start Entity:     Sweet Dreams
Gold Answer:      [['Enemy at the Gates', 'Buffalo Soldiers', 'Riders of the Purple Sage', 'Alamo Bay', 'Run All Night', 'China Moon', 'Eye for an Eye', 'A Thousand Acres', 'Rob Roy', 'Cleaner', 'Tootsie', 'The Hours', 'Grey Gardens', 'Paris Trout', 'Cousin Bette', 'Virginia', 'A Streetcar Named Desire', "That's What I Am", 'The Face of Love', 'Sweetwater', 'Blue Sky', 'Frances', 'Big Fish', 'The Gambler', 'Places in the Heart', 'Pollock', 'Nixon', 'Hush', 'Losing Isaiah', 'Milk Money', 'Game Change', 'State of Grace', 'King Kong', 'Titus', "Everybody's All-American", 'Stepmom', 'Night and the City', 'Absolute Power', 'Cape Fear', 'Country', 'The Right Stuff', 'Music Box', 'The Abyss', 'Phantom', 'Radio', 'Snowpiercer', 'Needful Things', 'The Postman Always Rings Twice', "Men Don't Leave", 'A Beautiful Mind', 'To Kill a Priest', 'Walker', 'Jacknife', 'In Secret', 'The Rock', 'The Way Back']]
Predicted Ans:    King Kong
Predicted Path:   Sweet Dreams --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> King Kong
Path (Raw):       Sweet Dreams --[starred_actors]--> Jessica Lange --[No Operation]--> Jessica Lange --[(INV) starred_actors]--> King Kong
Neg LogProb(↓):   0.568228
Path Entropy(↓):  1.538606
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the beat that my heart skipped
Start Entity:     The Beat That My Heart Skipped
Gold Answer:      [['Laurent Tirard', 'Michel Gondry', 'Ariane Mnouchkine', 'Christopher Guest', 'Régis Roinsard', 'Eric Lartigau', 'Gilles Bourdos']]
Predicted Ans:    Gilles Bourdos
Predicted Path:   The Beat That My Heart Skipped --[starred_actors]--> Romain Duris --[(INV) starred_actors]--> Afterwards --[directed_by]--> Gilles Bourdos
Path (Raw):       The Beat That My Heart Skipped --[starred_actors]--> Romain Duris --[(INV) starred_actors]--> Afterwards --[directed_by]--> Gilles Bourdos
Neg LogProb(↓):   0.584708
Path Entropy(↓):  1.006336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did sophie rois star in
Start Entity:     Sophie Rois
Gold Answer:      [['The Inheritors']]
Predicted Ans:    The Inheritors
Predicted Path:   Sophie Rois --[(INV) starred_actors]--> The Inheritors --[starred_actors]--> Simon Schwarz --[(INV) starred_actors]--> The Inheritors
Path (Raw):       Sophie Rois --[(INV) starred_actors]--> The Inheritors --[starred_actors]--> Simon Schwarz --[(INV) starred_actors]--> The Inheritors
Neg LogProb(↓):   0.058337
Path Entropy(↓):  0.217805
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was bey yaar directed by
Start Entity:     Bey Yaar
Gold Answer:      [['Abhishek Jain']]
Predicted Ans:    Abhishek Jain
Predicted Path:   Bey Yaar --[directed_by]--> Abhishek Jain --[(INV) directed_by]--> Bey Yaar --[directed_by]--> Abhishek Jain
Path (Raw):       Bey Yaar --[directed_by]--> Abhishek Jain --[(INV) directed_by]--> Bey Yaar --[directed_by]--> Abhishek Jain
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of they won't believe me
Start Entity:     They Won't Believe Me
Gold Answer:      [['I Want to Live!', "I'll Cry Tomorrow", 'Stowaway', 'The Snows of Kilimanjaro', 'The Bride Wore Red', 'The Canterville Ghost', 'David and Bathsheba', 'Tulsa', 'The Conqueror', 'With a Song in My Heart', 'The Prisoner of Zenda', 'Soldier of Fortune', 'The Fighting Seabees', 'The Lusty Men', 'Demetrius and the Gladiators', 'The Enchanted Cottage', 'I Married a Witch', 'The Honey Pot', 'Journey for Margaret', 'Lady Be Good', 'Western Union', 'I Thank a Fool', "The President's Lady", 'The Second Woman', 'I Met Him in Paris', 'Out of the Past', 'Where Love Has Gone', 'Red Salute', 'Three Comrades', 'House of Strangers', 'Crossfire', 'That Forsyte Woman', 'Adventure in Baltimore', 'Northwest Passage', 'My Foolish Heart', 'Adam Had Four Sons', 'Man of a Thousand Faces', 'The Big Steal', 'Sitting Pretty', 'Back Street', 'Desperate Search', 'Secret Agent']]
Predicted Ans:    The Snows of Kilimanjaro
Predicted Path:   They Won't Believe Me --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro
Path (Raw):       They Won't Believe Me --[starred_actors]--> Susan Hayward --[No Operation]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro
Neg LogProb(↓):   0.986839
Path Entropy(↓):  1.609082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did christian barbier act in
Start Entity:     Christian Barbier
Gold Answer:      [['Trans-Europ-Express']]
Predicted Ans:    Trans-Europ-Express
Predicted Path:   Christian Barbier --[(INV) starred_actors]--> Trans-Europ-Express --[starred_actors]--> Christian Barbier --[(INV) starred_actors]--> Trans-Europ-Express
Path (Raw):       Christian Barbier --[(INV) starred_actors]--> Trans-Europ-Express --[starred_actors]--> Christian Barbier --[(INV) starred_actors]--> Trans-Europ-Express
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie paradise road
Start Entity:     Paradise Road
Gold Answer:      [['Frances McDormand', 'Pauline Collins', 'Glenn Close', 'Cate Blanchett']]
Predicted Ans:    Glenn Close
Predicted Path:   Paradise Road --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> 102 Dalmatians --[starred_actors]--> Glenn Close
Path (Raw):       Paradise Road --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> 102 Dalmatians --[starred_actors]--> Glenn Close
Neg LogProb(↓):   0.173973
Path Entropy(↓):  0.633949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with murder on a honeymoon fall under
Start Entity:     Murder on a Honeymoon
Gold Answer:      [['Drama', 'Biography', 'Musical']]
Predicted Ans:    Biography
Predicted Path:   Murder on a Honeymoon --[starred_actors]--> Edna May Oliver --[(INV) starred_actors]--> The Story of Vernon and Irene Castle --[has_genre]--> Biography
Path (Raw):       Murder on a Honeymoon --[starred_actors]--> Edna May Oliver --[(INV) starred_actors]--> The Story of Vernon and Irene Castle --[has_genre]--> Biography
Neg LogProb(↓):   0.157251
Path Entropy(↓):  0.546098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about foreign language
Start Entity:     foreign language
Gold Answer:      [['Les Misérables', 'A Separation', 'Evil', 'Infernal Affairs', 'Life Is Beautiful', 'The Secret in Their Eyes']]
Predicted Ans:    Infernal Affairs
Predicted Path:   foreign language --[(INV) has_tags]--> Infernal Affairs --[has_tags]--> andy lau --[(INV) has_tags]--> Infernal Affairs
Path (Raw):       foreign language --[(INV) has_tags]--> Infernal Affairs --[has_tags]--> andy lau --[(INV) has_tags]--> Infernal Affairs
Neg LogProb(↓):   0.019034
Path Entropy(↓):  0.120856
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of maria jarvenhelmi starred movies
Start Entity:     Maria Järvenhelmi
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Maria Järvenhelmi --[(INV) starred_actors]--> Lights in the Dusk --[release_year]--> 2006
Path (Raw):       Maria Järvenhelmi --[No Operation]--> Maria Järvenhelmi --[(INV) starred_actors]--> Lights in the Dusk --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by lorelei lee
Start Entity:     Lorelei Lee
Gold Answer:      [['Stephen Elliott']]
Predicted Ans:    Stephen Elliott
Predicted Path:   Lorelei Lee --[(INV) written_by]--> About Cherry --[directed_by]--> Stephen Elliott
Path (Raw):       Lorelei Lee --[No Operation]--> Lorelei Lee --[(INV) written_by]--> About Cherry --[directed_by]--> Stephen Elliott
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by albert lamorisse fall under
Start Entity:     Albert Lamorisse
Gold Answer:      [['Fantasy', 'Short']]
Predicted Ans:    Fantasy
Predicted Path:   Albert Lamorisse --[(INV) directed_by]--> The Red Balloon --[has_genre]--> Fantasy
Path (Raw):       Albert Lamorisse --[No Operation]--> Albert Lamorisse --[(INV) directed_by]--> The Red Balloon --[has_genre]--> Fantasy
Neg LogProb(↓):   0.611782
Path Entropy(↓):  0.691580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does esther furst appear in
Start Entity:     Esther Furst
Gold Answer:      [['Ring of Terror']]
Predicted Ans:    Ring of Terror
Predicted Path:   Esther Furst --[(INV) starred_actors]--> Ring of Terror --[written_by]--> Lewis Simeon --[(INV) written_by]--> Ring of Terror
Path (Raw):       Esther Furst --[(INV) starred_actors]--> Ring of Terror --[written_by]--> Lewis Simeon --[(INV) written_by]--> Ring of Terror
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in black moon rising
Start Entity:     Black Moon Rising
Gold Answer:      [['Linda Hamilton', 'Robert Vaughn', 'Tommy Lee Jones']]
Predicted Ans:    Linda Hamilton
Predicted Path:   Black Moon Rising --[starred_actors]--> Linda Hamilton --[(INV) starred_actors]--> Children of the Corn --[starred_actors]--> Linda Hamilton
Path (Raw):       Black Moon Rising --[starred_actors]--> Linda Hamilton --[(INV) starred_actors]--> Children of the Corn --[starred_actors]--> Linda Hamilton
Neg LogProb(↓):   1.052325
Path Entropy(↓):  0.670200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of j. f. lawton written movies
Start Entity:     J.F. Lawton
Gold Answer:      [['Barry Primus']]
Predicted Ans:    Barry Primus
Predicted Path:   J.F. Lawton --[(INV) written_by]--> Mistress --[directed_by]--> Barry Primus
Path (Raw):       J.F. Lawton --[No Operation]--> J.F. Lawton --[(INV) written_by]--> Mistress --[directed_by]--> Barry Primus
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of vaino linna written films
Start Entity:     Väinö Linna
Gold Answer:      [['Rauni Mollberg', 'Edvin Laine']]
Predicted Ans:    Rauni Mollberg
Predicted Path:   Väinö Linna --[(INV) written_by]--> The Unknown Soldier --[directed_by]--> Rauni Mollberg
Path (Raw):       Väinö Linna --[No Operation]--> Väinö Linna --[(INV) written_by]--> The Unknown Soldier --[directed_by]--> Rauni Mollberg
Neg LogProb(↓):   0.699657
Path Entropy(↓):  0.732305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter jane anderson co - wrote movies with who
Start Entity:     Jane Anderson
Gold Answer:      [['Terry Ryan', 'Anne Heche']]
Predicted Ans:    Jane Anderson
Predicted Path:   Jane Anderson --[(INV) written_by]--> The Prize Winner of Defiance, Ohio --[written_by]--> Jane Anderson
Path (Raw):       Jane Anderson --[No Operation]--> Jane Anderson --[(INV) written_by]--> The Prize Winner of Defiance, Ohio --[written_by]--> Jane Anderson
Neg LogProb(↓):   0.003868
Path Entropy(↓):  0.027952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who in the world wrote all about lily chou - chou
Start Entity:     All About Lily Chou-Chou
Gold Answer:      [['Shunji Iwai']]
Predicted Ans:    Shunji Iwai
Predicted Path:   All About Lily Chou-Chou --[written_by]--> Shunji Iwai --[(INV) written_by]--> Hana and Alice --[written_by]--> Shunji Iwai
Path (Raw):       All About Lily Chou-Chou --[written_by]--> Shunji Iwai --[(INV) written_by]--> Hana and Alice --[written_by]--> Shunji Iwai
Neg LogProb(↓):   0.355563
Path Entropy(↓):  0.619788
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by anton chekhov were in which genres
Start Entity:     Anton Chekhov
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Anton Chekhov --[(INV) written_by]--> The Lady with the Dog --[has_genre]--> Drama
Path (Raw):       Anton Chekhov --[No Operation]--> Anton Chekhov --[(INV) written_by]--> The Lady with the Dog --[has_genre]--> Drama
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the smiling lieutenant
Start Entity:     The Smiling Lieutenant
Gold Answer:      [['That Lady in Ermine', "Smilin' Through", 'Broken Lullaby', 'The Love Parade', 'Angel', 'The Jazz Singer', 'Heaven Can Wait', 'But Not for Me', 'One Hour with You', 'The Shop Around the Corner', 'The Barretts of Wimpole Street']]
Predicted Ans:    One Hour with You
Predicted Path:   The Smiling Lieutenant --[written_by]--> Samson Raphaelson --[(INV) written_by]--> One Hour with You
Path (Raw):       The Smiling Lieutenant --[No Operation]--> The Smiling Lieutenant --[written_by]--> Samson Raphaelson --[(INV) written_by]--> One Hour with You
Neg LogProb(↓):   0.233419
Path Entropy(↓):  0.742526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the blair witch project
Start Entity:     The Blair Witch Project
Gold Answer:      [['Daniel Myrick', 'Lynn Shelton', 'William Butler', 'Joe Maggio', 'Jim Clark']]
Predicted Ans:    Lynn Shelton
Predicted Path:   The Blair Witch Project --[starred_actors]--> Joshua Leonard --[(INV) starred_actors]--> Humpday --[directed_by]--> Lynn Shelton
Path (Raw):       The Blair Witch Project --[starred_actors]--> Joshua Leonard --[(INV) starred_actors]--> Humpday --[directed_by]--> Lynn Shelton
Neg LogProb(↓):   0.037547
Path Entropy(↓):  0.160150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by roland schutt in
Start Entity:     Roland Schütt
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Roland Schütt --[(INV) written_by]--> The Slingshot --[in_language]--> Swedish
Path (Raw):       Roland Schütt --[No Operation]--> Roland Schütt --[(INV) written_by]--> The Slingshot --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did margret vilhjalmsdottir star in
Start Entity:     Margrét Vilhjálmsdóttir
Gold Answer:      [["The Seagull's Laughter"]]
Predicted Ans:    The Seagull's Laughter
Predicted Path:   Margrét Vilhjálmsdóttir --[(INV) starred_actors]--> The Seagull's Laughter --[written_by]--> Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter
Path (Raw):       Margrét Vilhjálmsdóttir --[(INV) starred_actors]--> The Seagull's Laughter --[written_by]--> Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter
Neg LogProb(↓):   0.472946
Path Entropy(↓):  0.933288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in colonel chabert
Start Entity:     Colonel Chabert
Gold Answer:      [['Ariane Mnouchkine', 'Brian Hooker', 'Maurice Pialat', 'André Téchiné', 'Tom Stoppard', 'Pitof', 'Philippe de Broca', 'Paul Féval', 'François Truffaut', 'Roman Coppola', 'Laurent Tirard', 'Grégoire Vigneron', 'Giuseppe Tornatore', 'Bruno Nuytten', 'Catherine Breillat', 'Jacob Berger', 'Jean Becker', 'Bernardo Bertolucci', 'Peter Weir', 'Marcel Pagnol', 'Edmond Rostand', 'Brad Mirman', 'Andrzej Wajda', 'Claude Berri', 'Victor Hugo', 'Pierre Barillet', 'Arlette Langmann', 'Bertrand Blier', 'Stanislawa Przybyszewska', 'Marion Vernoux', 'Anne Fontaine', 'Alvin Sargent', 'Marco Ferreri', 'François Ozon', 'Barbet Schroeder', 'Marcel Aymé', 'Nick Cassavetes']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Colonel Chabert --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> A Pure Formality --[written_by]--> Giuseppe Tornatore
Path (Raw):       Colonel Chabert --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> A Pure Formality --[written_by]--> Giuseppe Tornatore
Neg LogProb(↓):   1.516025
Path Entropy(↓):  2.149614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with tokyo joe fall under
Start Entity:     Tokyo Joe
Gold Answer:      [['Western', 'Musical', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Tokyo Joe --[directed_by]--> Stuart Heisler --[(INV) directed_by]--> Along Came Jones --[has_genre]--> Comedy
Path (Raw):       Tokyo Joe --[directed_by]--> Stuart Heisler --[(INV) directed_by]--> Along Came Jones --[has_genre]--> Comedy
Neg LogProb(↓):   0.129335
Path Entropy(↓):  0.487674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote beyond a reasonable doubt
Start Entity:     Beyond a Reasonable Doubt
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Beyond a Reasonable Doubt --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       Beyond a Reasonable Doubt --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.029288
Path Entropy(↓):  0.163547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie hard to kill were in which genres
Start Entity:     Hard to Kill
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Hard to Kill --[directed_by]--> Bruce Malmuth --[(INV) directed_by]--> Nighthawks --[has_genre]--> Thriller
Path (Raw):       Hard to Kill --[directed_by]--> Bruce Malmuth --[(INV) directed_by]--> Nighthawks --[has_genre]--> Thriller
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of hotel rwanda
Start Entity:     Hotel Rwanda
Gold Answer:      [['Bill Paxton', 'Joaquin Phoenix', 'Fionnula Flanagan', 'Emma Thompson', 'Helen Mirren']]
Predicted Ans:    Helen Mirren
Predicted Path:   Hotel Rwanda --[written_by]--> Terry George --[(INV) written_by]--> Some Mother's Son --[starred_actors]--> Helen Mirren
Path (Raw):       Hotel Rwanda --[written_by]--> Terry George --[(INV) written_by]--> Some Mother's Son --[starred_actors]--> Helen Mirren
Neg LogProb(↓):   0.017522
Path Entropy(↓):  0.092363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the peacemaker actors
Start Entity:     The Peacemaker
Gold Answer:      [['Romance', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Peacemaker --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[has_genre]--> Horror
Path (Raw):       The Peacemaker --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[has_genre]--> Horror
Neg LogProb(↓):   0.860067
Path Entropy(↓):  1.873617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by robert n. bradbury fall under
Start Entity:     Robert N. Bradbury
Gold Answer:      [['Western', 'Music']]
Predicted Ans:    Western
Predicted Path:   Robert N. Bradbury --[(INV) written_by]--> Riders of Destiny --[has_genre]--> Western
Path (Raw):       Robert N. Bradbury --[No Operation]--> Robert N. Bradbury --[(INV) written_by]--> Riders of Destiny --[has_genre]--> Western
Neg LogProb(↓):   0.123402
Path Entropy(↓):  0.454353
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the monkey's paw
Start Entity:     The Monkey's Paw
Gold Answer:      [['Macon Blair']]
Predicted Ans:    Macon Blair
Predicted Path:   The Monkey's Paw --[written_by]--> Macon Blair --[(INV) written_by]--> The Monkey's Paw --[written_by]--> Macon Blair
Path (Raw):       The Monkey's Paw --[written_by]--> Macon Blair --[(INV) written_by]--> The Monkey's Paw --[written_by]--> Macon Blair
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote groundhog day
Start Entity:     Groundhog Day
Gold Answer:      [['Danny Rubin', 'Harold Ramis']]
Predicted Ans:    Danny Rubin
Predicted Path:   Groundhog Day --[written_by]--> Danny Rubin --[(INV) written_by]--> Groundhog Day --[written_by]--> Danny Rubin
Path (Raw):       Groundhog Day --[written_by]--> Danny Rubin --[(INV) written_by]--> Groundhog Day --[written_by]--> Danny Rubin
Neg LogProb(↓):   0.010056
Path Entropy(↓):  0.062832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did kyle clare star in
Start Entity:     Kyle Clare
Gold Answer:      [['Watercolors']]
Predicted Ans:    Watercolors
Predicted Path:   Kyle Clare --[(INV) starred_actors]--> Watercolors --[starred_actors]--> Tye Olson --[(INV) starred_actors]--> Watercolors
Path (Raw):       Kyle Clare --[(INV) starred_actors]--> Watercolors --[starred_actors]--> Tye Olson --[(INV) starred_actors]--> Watercolors
Neg LogProb(↓):   0.000971
Path Entropy(↓):  0.007702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by ben sherwood release
Start Entity:     Ben Sherwood
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Ben Sherwood --[(INV) written_by]--> Charlie St. Cloud --[release_year]--> 2010
Path (Raw):       Ben Sherwood --[No Operation]--> Ben Sherwood --[(INV) written_by]--> Charlie St. Cloud --[release_year]--> 2010
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the cyclone
Start Entity:     The Cyclone
Gold Answer:      [['Leonardo Pieraccioni']]
Predicted Ans:    Leonardo Pieraccioni
Predicted Path:   The Cyclone --[starred_actors]--> Leonardo Pieraccioni --[(INV) starred_actors]--> The Cyclone --[starred_actors]--> Leonardo Pieraccioni
Path (Raw):       The Cyclone --[starred_actors]--> Leonardo Pieraccioni --[(INV) starred_actors]--> The Cyclone --[starred_actors]--> Leonardo Pieraccioni
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the american friend
Start Entity:     The American Friend
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Drama', 'Fantasy', 'Thriller', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   The American Friend --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       The American Friend --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.158157
Path Entropy(↓):  0.625349
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the undercover man are directed by who
Start Entity:     The Undercover Man
Gold Answer:      [['J. Lee Thompson', 'Fritz Lang', 'Delmer Daves', 'John Huston', 'Rudolph Maté', 'Lewis Allen', 'Gordon Douglas', 'Blake Edwards', 'Giulio Paradisi', 'Thomas McCarthy', 'Jack Smight', 'George Marshall', 'Mark Robson', 'Anthony Mann', 'S. Sylvan Simon', 'Frank Capra', 'Budd Boetticher', 'Michael Gordon', 'Sam Pillsbury', 'Lyman Dayton', 'Wesley Ruggles', 'Curtis Bernhardt', 'Paul Wendkos', 'Alexander Hall', 'Carl Lerner', 'Vincente Minnelli', 'Roger Corman', 'Delbert Mann', 'Norman Tokar', 'Charles Vidor', 'Joseph H. Lewis', 'Ralph Nelson', 'Phil Karlson']]
Predicted Ans:    Frank Capra
Predicted Path:   The Undercover Man --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       The Undercover Man --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.854272
Path Entropy(↓):  1.819243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote top gun
Start Entity:     Top Gun
Gold Answer:      [['Warren Beatty']]
Predicted Ans:    Warren Beatty
Predicted Path:   Top Gun --[written_by]--> Jim Cash --[(INV) written_by]--> Dick Tracy --[directed_by]--> Warren Beatty
Path (Raw):       Top Gun --[written_by]--> Jim Cash --[(INV) written_by]--> Dick Tracy --[directed_by]--> Warren Beatty
Neg LogProb(↓):   0.320918
Path Entropy(↓):  0.593141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the gang's all here
Start Entity:     The Gang's All Here
Gold Answer:      [['Mickey Rooney', 'Robert Young', 'Fay Bainter', 'Judy Garland', 'Alice Brady', 'Claude Rains', 'Adolphe Menjou', 'George Murphy', 'Zasu Pitts', 'Esther Williams', 'Dick Powell', 'Virginia Weidler', 'Gloria Stuart', 'Ruby Keeler', 'Eleanor Powell', 'Lionel Barrymore', 'Joan Blondell', 'John Garfield', 'Gene Kelly', 'Ann Sothern', 'Frank Sinatra']]
Predicted Ans:    Judy Garland
Predicted Path:   The Gang's All Here --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[starred_actors]--> Judy Garland
Path (Raw):       The Gang's All Here --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[starred_actors]--> Judy Garland
Neg LogProb(↓):   0.305572
Path Entropy(↓):  0.686473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of forrest gump
Start Entity:     Forrest Gump
Gold Answer:      [['Death Becomes Her', 'Back to the Future', 'I Wanna Hold Your Hand', 'Back to the Future Part II', 'Back to the Future Part III', 'What Lies Beneath', 'Flight', 'Romancing the Stone', 'A Christmas Carol', 'Contact', 'Used Cars', 'The Polar Express', 'Cast Away', 'Who Framed Roger Rabbit', 'Beowulf']]
Predicted Ans:    Beowulf
Predicted Path:   Forrest Gump --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf
Path (Raw):       Forrest Gump --[No Operation]--> Forrest Gump --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf
Neg LogProb(↓):   0.233797
Path Entropy(↓):  0.918768
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is madeinusa
Start Entity:     Madeinusa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Madeinusa --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Madeinusa --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.613382
Path Entropy(↓):  4.659578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the proposition
Start Entity:     The Proposition
Gold Answer:      [['Sport', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Proposition --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       The Proposition --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   1.583595
Path Entropy(↓):  1.406471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie double indemnity
Start Entity:     Double Indemnity
Gold Answer:      [['Barbara Benedek', 'Alexandre Breffort', 'Claude Anet', 'Richard L. Breen', 'Edward Childs Carpenter', 'Gilles Mimouni', 'Ernest Lehman', 'Billy Wilder', 'Charles Brackett', 'Edwin Blum', 'Charles Lederer', 'Charles R. Jackson', 'Anna Bonacci', 'I.A.L. Diamond', 'George Axelrod', 'Harry Kurnitz', 'Agatha Christie', 'Wendell Mayes', 'Samuel A. Taylor', 'Ferenc Molnár', 'Francis Veber', 'Ben Hecht', 'Charles MacArthur', 'Bartlett Cormack', 'Robert Harari', 'David Shaw', 'David Rayfiel', 'Edmund Trzcinski', 'Donald Bevan']]
Predicted Ans:    Billy Wilder
Predicted Path:   Double Indemnity --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[written_by]--> Billy Wilder
Path (Raw):       Double Indemnity --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.646104
Path Entropy(↓):  1.565758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by cloris leachman
Start Entity:     Cloris Leachman
Gold Answer:      [['Don Bluth', 'Mel Brooks', 'Gary Goldman']]
Predicted Ans:    Don Bluth
Predicted Path:   Cloris Leachman --[(INV) starred_actors]--> A Troll in Central Park --[written_by]--> Don Bluth
Path (Raw):       Cloris Leachman --[No Operation]--> Cloris Leachman --[(INV) starred_actors]--> A Troll in Central Park --[written_by]--> Don Bluth
Neg LogProb(↓):   0.640945
Path Entropy(↓):  0.815093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie hanussen
Start Entity:     Hanussen
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Hanussen --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Hanussen --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   3.291087
Path Entropy(↓):  4.674899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by sally ann howes
Start Entity:     Sally Ann Howes
Gold Answer:      [['Ken Hughes', 'Alvin Rakoff']]
Predicted Ans:    Ken Hughes
Predicted Path:   Sally Ann Howes --[(INV) starred_actors]--> Chitty Chitty Bang Bang --[directed_by]--> Ken Hughes
Path (Raw):       Sally Ann Howes --[No Operation]--> Sally Ann Howes --[(INV) starred_actors]--> Chitty Chitty Bang Bang --[directed_by]--> Ken Hughes
Neg LogProb(↓):   0.016735
Path Entropy(↓):  0.084475
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by bille august fall under
Start Entity:     Bille August
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bille August --[(INV) written_by]--> The House of the Spirits --[has_genre]--> Drama
Path (Raw):       Bille August --[No Operation]--> Bille August --[(INV) written_by]--> The House of the Spirits --[has_genre]--> Drama
Neg LogProb(↓):   0.023388
Path Entropy(↓):  0.110061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of judy garland acted films
Start Entity:     Judy Garland
Gold Answer:      [['Guy Bolton', 'Sally Benson', 'Irving Brecher', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'Alan Campbell', 'Miklós László', 'Fred F. Finklehoffe', 'Howard Emmett Rogers', 'Richard Sherman', 'Sid Silvers', 'Samuel Hopkins Adams', 'Noel Langley', 'Moss Hart', 'Booth Tarkington', 'Richard Rodgers', 'Lorenz Hart', 'Abby Mann', 'L. Frank Baum', 'Edgar Allan Woolf', 'Florence Ryerson']]
Predicted Ans:    George Cukor
Predicted Path:   Judy Garland --[(INV) starred_actors]--> A Star Is Born --[directed_by]--> George Cukor
Path (Raw):       Judy Garland --[No Operation]--> Judy Garland --[(INV) starred_actors]--> A Star Is Born --[directed_by]--> George Cukor
Neg LogProb(↓):   0.897989
Path Entropy(↓):  2.498256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote hud
Start Entity:     Hud
Gold Answer:      [['1983', '1972', '1971', '1990', '2005', '1996', '1985', '1979', '1958']]
Predicted Ans:    1963
Predicted Path:   Hud --[written_by]--> Irving Ravetch --[(INV) written_by]--> Hud --[release_year]--> 1963
Path (Raw):       Hud --[written_by]--> Irving Ravetch --[(INV) written_by]--> Hud --[release_year]--> 1963
Neg LogProb(↓):   0.082993
Path Entropy(↓):  0.348688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed the stranger
Start Entity:     The Stranger
Gold Answer:      [['Camillo Boito', 'William Shakespeare', 'René Clément', 'Roman Polanski', 'Karen Blixen', 'John Mortimer', 'Giuseppe Tomasi di Lampedusa', 'Thomas Mann', 'Mario Monicelli', 'Luchino Visconti', 'Whit Masterson', 'Franz Kafka', 'Bill Krohn', 'Cesare Zavattini', 'Myron Meisel', 'Raphael Holinshed', 'Richard Wilson', 'Booth Tarkington', 'Federico Fellini', 'Oliver Parker', 'Sherwood King', 'Orson Welles']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Stranger --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight --[written_by]--> William Shakespeare
Path (Raw):       The Stranger --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.685497
Path Entropy(↓):  1.272143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film british intelligence
Start Entity:     British Intelligence
Gold Answer:      [['1946', '1944', '1959', '1936', '2006', '1935', '1941', '1963', '1939', '1933', '2009', '1951', '1953', '1947', '1932', '1910', '1931', '1995', '1940', '1938', '2012', '1934', '1949', '1999', '1945', '1937', '1958']]
Predicted Ans:    1935
Predicted Path:   British Intelligence --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[release_year]--> 1935
Path (Raw):       British Intelligence --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[release_year]--> 1935
Neg LogProb(↓):   1.894572
Path Entropy(↓):  2.915679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the ox - bow incident were directed by who
Start Entity:     The Ox-Bow Incident
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   The Ox-Bow Incident --[written_by]--> Walter Van Tilburg Clark --[(INV) written_by]--> The Ox-Bow Incident --[directed_by]--> William A. Wellman
Path (Raw):       The Ox-Bow Incident --[written_by]--> Walter Van Tilburg Clark --[(INV) written_by]--> The Ox-Bow Incident --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.047834
Path Entropy(↓):  0.188735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does eddie axberg appear in
Start Entity:     Eddie Axberg
Gold Answer:      [['The Emigrants', 'The New Land']]
Predicted Ans:    Hour of the Wolf
Predicted Path:   Eddie Axberg --[(INV) starred_actors]--> The Emigrants --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf
Path (Raw):       Eddie Axberg --[(INV) starred_actors]--> The Emigrants --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf
Neg LogProb(↓):   0.778350
Path Entropy(↓):  1.497984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of martin garner written films
Start Entity:     Martin Garner
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Martin Garner --[(INV) written_by]--> Trans --[release_year]--> 1998
Path (Raw):       Martin Garner --[No Operation]--> Martin Garner --[(INV) written_by]--> Trans --[release_year]--> 1998
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film bright eyes
Start Entity:     Bright Eyes
Gold Answer:      [['William Dieterle', 'George Cukor', 'William A. Seiter', 'Maurice Tourneur', 'Irving Cummings', 'Frank Borzage', 'Walter Lang', 'Henry Hathaway', 'John Ford', 'Leigh Janiak', 'Allan Dwan', 'Walter Bernstein', 'Richard Wallace', 'Harry Lachman', 'Alexander Hall', 'William Keighley', 'Peter Godfrey', 'John S. Robertson', 'Irving Reis', 'David Butler', 'Elia Kazan']]
Predicted Ans:    Allan Dwan
Predicted Path:   Bright Eyes --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Path (Raw):       Bright Eyes --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Neg LogProb(↓):   0.924616
Path Entropy(↓):  1.840491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie pot o'gold
Start Entity:     Pot o' Gold
Gold Answer:      [['Walter DeLeon', 'Elbert Hubbard', 'William Roberts', 'Walter Doniger', 'Raymond Chandler', 'Philip Yordan', 'Alec Coppel', 'Harold Kellock', 'James R. Webb', 'Max Brand', 'Paul Dickey', 'Charles W. Goddard', 'Jack Schaefer']]
Predicted Ans:    Jack Schaefer
Predicted Path:   Pot o' Gold --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Path (Raw):       Pot o' Gold --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Neg LogProb(↓):   0.058548
Path Entropy(↓):  0.297712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by gordon gordon
Start Entity:     Gordon Gordon
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Gordon Gordon --[(INV) written_by]--> Experiment in Terror --[has_genre]--> Thriller
Path (Raw):       Gordon Gordon --[No Operation]--> Gordon Gordon --[(INV) written_by]--> Experiment in Terror --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film love streams
Start Entity:     Love Streams
Gold Answer:      [['John Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Love Streams --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[directed_by]--> John Cassavetes
Path (Raw):       Love Streams --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[directed_by]--> John Cassavetes
Neg LogProb(↓):   0.005349
Path Entropy(↓):  0.034324
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did frank hohimer write
Start Entity:     Frank Hohimer
Gold Answer:      [['Thief']]
Predicted Ans:    Thief
Predicted Path:   Frank Hohimer --[(INV) written_by]--> Thief --[written_by]--> Frank Hohimer --[(INV) written_by]--> Thief
Path (Raw):       Frank Hohimer --[(INV) written_by]--> Thief --[written_by]--> Frank Hohimer --[(INV) written_by]--> Thief
Neg LogProb(↓):   0.170813
Path Entropy(↓):  0.434696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by andrew kurtzman starred which actors
Start Entity:     Andrew Kurtzman
Gold Answer:      [['Jonathan Jackson']]
Predicted Ans:    Andrew Kurtzman
Predicted Path:   Andrew Kurtzman --[(INV) written_by]--> Camp Nowhere --[written_by]--> Andrew Kurtzman
Path (Raw):       Andrew Kurtzman --[No Operation]--> Andrew Kurtzman --[(INV) written_by]--> Camp Nowhere --[written_by]--> Andrew Kurtzman
Neg LogProb(↓):   0.226913
Path Entropy(↓):  0.511905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor margaret rutherford appeared in the same movie with who
Start Entity:     Margaret Rutherford
Gold Answer:      [['John Gielgud', 'Flora Robson', 'Stringer Davis', 'Bernard Cribbins', 'Orson Welles', 'Robert Morley', 'Constance Cummings', 'Kay Hammond', 'Rex Harrison', 'Ron Moody', 'Jeanne Moreau', 'David Kossoff']]
Predicted Ans:    Jeanne Moreau
Predicted Path:   Margaret Rutherford --[(INV) starred_actors]--> Chimes at Midnight --[starred_actors]--> Jeanne Moreau
Path (Raw):       Margaret Rutherford --[No Operation]--> Margaret Rutherford --[(INV) starred_actors]--> Chimes at Midnight --[starred_actors]--> Jeanne Moreau
Neg LogProb(↓):   0.597281
Path Entropy(↓):  1.017789
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by joyce brabner
Start Entity:     Joyce Brabner
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joyce Brabner --[(INV) written_by]--> American Splendor --[has_genre]--> Comedy
Path (Raw):       Joyce Brabner --[No Operation]--> Joyce Brabner --[(INV) written_by]--> American Splendor --[has_genre]--> Comedy
Neg LogProb(↓):   0.501002
Path Entropy(↓):  0.671161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of suzanne's diary for nicholas
Start Entity:     Suzanne's Diary for Nicholas
Gold Answer:      [['Lee Tamahori', 'Gary Fleder', 'Rob Cohen']]
Predicted Ans:    Gary Fleder
Predicted Path:   Suzanne's Diary for Nicholas --[written_by]--> James Patterson --[(INV) written_by]--> Kiss the Girls --[directed_by]--> Gary Fleder
Path (Raw):       Suzanne's Diary for Nicholas --[written_by]--> James Patterson --[(INV) written_by]--> Kiss the Girls --[directed_by]--> Gary Fleder
Neg LogProb(↓):   0.899715
Path Entropy(↓):  1.063759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by piranha 3dd actors release
Start Entity:     Piranha 3DD
Gold Answer:      [['2012', '2006', '2005', '2010']]
Predicted Ans:    2005
Predicted Path:   Piranha 3DD --[starred_actors]--> Danielle Panabaker --[(INV) starred_actors]--> Sky High --[release_year]--> 2005
Path (Raw):       Piranha 3DD --[starred_actors]--> Danielle Panabaker --[(INV) starred_actors]--> Sky High --[release_year]--> 2005
Neg LogProb(↓):   0.666588
Path Entropy(↓):  1.033804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by the black swan screenwriters
Start Entity:     The Black Swan
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Black Swan --[written_by]--> Rafael Sabatini --[(INV) written_by]--> The Sea Hawk --[in_language]--> English
Path (Raw):       The Black Swan --[written_by]--> Rafael Sabatini --[(INV) written_by]--> The Sea Hawk --[in_language]--> English
Neg LogProb(↓):   1.048591
Path Entropy(↓):  1.316080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the flamingo kid, when was it released
Start Entity:     The Flamingo Kid
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   The Flamingo Kid --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Path (Raw):       The Flamingo Kid --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Neg LogProb(↓):   1.653661
Path Entropy(↓):  2.897807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of merantau
Start Entity:     Merantau
Gold Answer:      [['Adam Wingard', 'Eduardo Sánchez', 'Simon Barrett', 'Gareth Evans', 'Jason Eisener', 'Timo Tjahjanto', 'Gregg Hale']]
Predicted Ans:    Timo Tjahjanto
Predicted Path:   Merantau --[written_by]--> Gareth Evans --[(INV) written_by]--> V/H/S/2 --[directed_by]--> Timo Tjahjanto
Path (Raw):       Merantau --[written_by]--> Gareth Evans --[(INV) written_by]--> V/H/S/2 --[directed_by]--> Timo Tjahjanto
Neg LogProb(↓):   0.270493
Path Entropy(↓):  0.895333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did tom sullivan write the story for
Start Entity:     Tom Sullivan
Gold Answer:      [['If You Could See What I Hear']]
Predicted Ans:    If You Could See What I Hear
Predicted Path:   Tom Sullivan --[(INV) written_by]--> If You Could See What I Hear --[written_by]--> Tom Sullivan --[(INV) written_by]--> If You Could See What I Hear
Path (Raw):       Tom Sullivan --[(INV) written_by]--> If You Could See What I Hear --[written_by]--> Tom Sullivan --[(INV) written_by]--> If You Could See What I Hear
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for bright young things
Start Entity:     Bright Young Things
Gold Answer:      [['Stephen Fry']]
Predicted Ans:    Stephen Fry
Predicted Path:   Bright Young Things --[directed_by]--> Stephen Fry --[(INV) directed_by]--> Bright Young Things --[directed_by]--> Stephen Fry
Path (Raw):       Bright Young Things --[directed_by]--> Stephen Fry --[(INV) directed_by]--> Bright Young Things --[directed_by]--> Stephen Fry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by bill persky
Start Entity:     Bill Persky
Gold Answer:      [['Martin Mull', 'Tuesday Weld']]
Predicted Ans:    Tuesday Weld
Predicted Path:   Bill Persky --[(INV) directed_by]--> Serial --[starred_actors]--> Tuesday Weld
Path (Raw):       Bill Persky --[No Operation]--> Bill Persky --[(INV) directed_by]--> Serial --[starred_actors]--> Tuesday Weld
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by gustavo hernandez
Start Entity:     Gustavo Hernández
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Gustavo Hernández --[(INV) written_by]--> The Silent House --[has_genre]--> Horror
Path (Raw):       Gustavo Hernández --[No Operation]--> Gustavo Hernández --[(INV) written_by]--> The Silent House --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by ragtime actors
Start Entity:     Ragtime
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Ragtime --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Path (Raw):       Ragtime --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Neg LogProb(↓):   0.323848
Path Entropy(↓):  0.592259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of submarino were directed by who
Start Entity:     Submarino
Gold Answer:      [['Thomas Vinterberg']]
Predicted Ans:    Thomas Vinterberg
Predicted Path:   Submarino --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> The Hunt --[directed_by]--> Thomas Vinterberg
Path (Raw):       Submarino --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> The Hunt --[directed_by]--> Thomas Vinterberg
Neg LogProb(↓):   0.138837
Path Entropy(↓):  0.474319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by jay and silent bob strike back actors
Start Entity:     Jay and Silent Bob Strike Back
Gold Answer:      [['Kevin Smith', 'Susannah Grant', 'Kevin Munroe', 'Peter Laird']]
Predicted Ans:    Kevin Smith
Predicted Path:   Jay and Silent Bob Strike Back --[starred_actors]--> Kevin Smith --[(INV) starred_actors]--> Clerks II --[written_by]--> Kevin Smith
Path (Raw):       Jay and Silent Bob Strike Back --[starred_actors]--> Kevin Smith --[(INV) starred_actors]--> Clerks II --[written_by]--> Kevin Smith
Neg LogProb(↓):   0.001263
Path Entropy(↓):  0.011075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed seed
Start Entity:     Seed
Gold Answer:      [['Uwe Boll']]
Predicted Ans:    Uwe Boll
Predicted Path:   Seed --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blackwoods --[directed_by]--> Uwe Boll
Path (Raw):       Seed --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blackwoods --[directed_by]--> Uwe Boll
Neg LogProb(↓):   0.112813
Path Entropy(↓):  0.539958
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by anna friel
Start Entity:     Anna Friel
Gold Answer:      [['Brad Silberling', 'James Dearden', 'Adam Collis', 'David Leland']]
Predicted Ans:    Brad Silberling
Predicted Path:   Anna Friel --[(INV) starred_actors]--> Land of the Lost --[directed_by]--> Brad Silberling
Path (Raw):       Anna Friel --[No Operation]--> Anna Friel --[(INV) starred_actors]--> Land of the Lost --[directed_by]--> Brad Silberling
Neg LogProb(↓):   0.096104
Path Entropy(↓):  0.398169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Lee friedlander directed which films
Start Entity:     Lee Friedlander
Gold Answer:      [['Girl Play']]
Predicted Ans:    Girl Play
Predicted Path:   Lee Friedlander --[(INV) directed_by]--> Girl Play --[directed_by]--> Lee Friedlander --[(INV) directed_by]--> Girl Play
Path (Raw):       Lee Friedlander --[(INV) directed_by]--> Girl Play --[directed_by]--> Lee Friedlander --[(INV) directed_by]--> Girl Play
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the bellboy
Start Entity:     The Bellboy
Gold Answer:      [['1963', '2000', '1964', '1970', '1966', '1996', '1965', '1961', '1928']]
Predicted Ans:    1961
Predicted Path:   The Bellboy --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> The Errand Boy --[release_year]--> 1961
Path (Raw):       The Bellboy --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> The Errand Boy --[release_year]--> 1961
Neg LogProb(↓):   0.414568
Path Entropy(↓):  1.051088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by ayushmann khurrana
Start Entity:     Ayushmann Khurrana
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ayushmann Khurrana --[(INV) starred_actors]--> Vicky Donor --[has_genre]--> Comedy
Path (Raw):       Ayushmann Khurrana --[No Operation]--> Ayushmann Khurrana --[(INV) starred_actors]--> Vicky Donor --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie portrait of jennie
Start Entity:     Portrait of Jennie
Gold Answer:      [['Joseph Cotten', 'Jennifer Jones']]
Predicted Ans:    Ann Richards
Predicted Path:   Portrait of Jennie --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Love Letters --[starred_actors]--> Ann Richards
Path (Raw):       Portrait of Jennie --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Love Letters --[starred_actors]--> Ann Richards
Neg LogProb(↓):   0.093881
Path Entropy(↓):  0.423553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by mitzi gaynor
Start Entity:     Mitzi Gaynor
Gold Answer:      [['James A. Michener', 'P.G. Wodehouse', 'Guy Bolton', 'John Patrick', 'Vera Caspary', 'Joshua Logan']]
Predicted Ans:    John Patrick
Predicted Path:   Mitzi Gaynor --[(INV) starred_actors]--> Les Girls --[written_by]--> John Patrick
Path (Raw):       Mitzi Gaynor --[No Operation]--> Mitzi Gaynor --[(INV) starred_actors]--> Les Girls --[written_by]--> John Patrick
Neg LogProb(↓):   0.335976
Path Entropy(↓):  0.735304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by fredrik bond
Start Entity:     Fredrik Bond
Gold Answer:      [['Til Schweiger', 'Mads Mikkelsen', 'Evan Rachel Wood', 'Shia LaBeouf']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   Fredrik Bond --[(INV) directed_by]--> Charlie Countryman --[starred_actors]--> Mads Mikkelsen
Path (Raw):       Fredrik Bond --[No Operation]--> Fredrik Bond --[(INV) directed_by]--> Charlie Countryman --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.070427
Path Entropy(↓):  0.265944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of paco casaus acted films
Start Entity:     Paco Casaus
Gold Answer:      [['Paco León']]
Predicted Ans:    Paco León
Predicted Path:   Paco Casaus --[(INV) starred_actors]--> Carmina or Blow Up --[written_by]--> Paco León
Path (Raw):       Paco Casaus --[No Operation]--> Paco Casaus --[(INV) starred_actors]--> Carmina or Blow Up --[written_by]--> Paco León
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by luis garcia berlanga in
Start Entity:     Luis García Berlanga
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Luis García Berlanga --[(INV) written_by]--> Welcome Mr. Marshall! --[has_genre]--> Comedy
Path (Raw):       Luis García Berlanga --[No Operation]--> Luis García Berlanga --[(INV) written_by]--> Welcome Mr. Marshall! --[has_genre]--> Comedy
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by elephant boy actors
Start Entity:     Elephant Boy
Gold Answer:      [['Pier Paolo Pasolini', 'Laurence Stallings']]
Predicted Ans:    Pier Paolo Pasolini
Predicted Path:   Elephant Boy --[starred_actors]--> Sabu --[(INV) starred_actors]--> Arabian Nights --[written_by]--> Pier Paolo Pasolini
Path (Raw):       Elephant Boy --[starred_actors]--> Sabu --[(INV) starred_actors]--> Arabian Nights --[written_by]--> Pier Paolo Pasolini
Neg LogProb(↓):   0.435850
Path Entropy(↓):  0.950503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by michele morgan
Start Entity:     Michèle Morgan
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Michèle Morgan --[(INV) starred_actors]--> Passage to Marseille --[in_language]--> French
Path (Raw):       Michèle Morgan --[No Operation]--> Michèle Morgan --[(INV) starred_actors]--> Passage to Marseille --[in_language]--> French
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of starter for 10 starred who
Start Entity:     Starter for 10
Gold Answer:      [['Jean Simmons', 'Gwyneth Paltrow', 'Ethan Hawke', 'John Mills', 'Anne Hathaway', 'Valerie Hobson', 'Chris Cooper', 'Ralph Fiennes', 'Jim Sturgess']]
Predicted Ans:    John Mills
Predicted Path:   Starter for 10 --[written_by]--> David Nicholls --[(INV) written_by]--> Great Expectations --[starred_actors]--> John Mills
Path (Raw):       Starter for 10 --[written_by]--> David Nicholls --[(INV) written_by]--> Great Expectations --[starred_actors]--> John Mills
Neg LogProb(↓):   0.187997
Path Entropy(↓):  0.755332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by ray milland
Start Entity:     Ray Milland
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       Ray Milland --[No Operation]--> Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.167546
Path Entropy(↓):  0.551851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sasha grey acted films
Start Entity:     Sasha Grey
Gold Answer:      [['Nacho Vigalondo']]
Predicted Ans:    Nacho Vigalondo
Predicted Path:   Sasha Grey --[(INV) starred_actors]--> Open Windows --[written_by]--> Nacho Vigalondo
Path (Raw):       Sasha Grey --[No Operation]--> Sasha Grey --[(INV) starred_actors]--> Open Windows --[written_by]--> Nacho Vigalondo
Neg LogProb(↓):   0.000184
Path Entropy(↓):  0.001770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by david carradine
Start Entity:     David Carradine
Gold Answer:      [['Nicholas Niciphor', 'Roger Corman', 'Hal Ashby', 'Luis Llosa', 'John C. Broderick', 'Rob Schneider', 'Larry Cohen', 'Steve Carver', 'Allan Arkush', 'Paul Bartel']]
Predicted Ans:    Larry Cohen
Predicted Path:   David Carradine --[(INV) starred_actors]--> Q --[directed_by]--> Larry Cohen
Path (Raw):       David Carradine --[No Operation]--> David Carradine --[(INV) starred_actors]--> Q --[directed_by]--> Larry Cohen
Neg LogProb(↓):   0.213362
Path Entropy(↓):  0.772481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote hit man
Start Entity:     Hit Man
Gold Answer:      [['George Armitage', 'Ted Lewis']]
Predicted Ans:    Ted Lewis
Predicted Path:   Hit Man --[written_by]--> Ted Lewis --[(INV) written_by]--> Hit Man --[written_by]--> Ted Lewis
Path (Raw):       Hit Man --[written_by]--> Ted Lewis --[(INV) written_by]--> Hit Man --[written_by]--> Ted Lewis
Neg LogProb(↓):   0.191879
Path Entropy(↓):  0.675807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed journey to italy
Start Entity:     Journey to Italy
Gold Answer:      [['Marcello Pagliero', 'Anna Magnani', 'Aldo Fabrizi', 'Gianfranco Bellini', 'Alexander Knox', 'Ingrid Bergman']]
Predicted Ans:    Ingrid Bergman
Predicted Path:   Journey to Italy --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Stromboli --[starred_actors]--> Ingrid Bergman
Path (Raw):       Journey to Italy --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Stromboli --[starred_actors]--> Ingrid Bergman
Neg LogProb(↓):   0.093829
Path Entropy(↓):  0.305132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by chained actors release
Start Entity:     Chained
Gold Answer:      [['1995', '1988', '2000', '1954', '2001', '2003', '2005', '1993', '1991', '1996', '1994', '1999', '2002', '1987', '2011']]
Predicted Ans:    1995
Predicted Path:   Chained --[starred_actors]--> Julia Ormond --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Path (Raw):       Chained --[starred_actors]--> Julia Ormond --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Neg LogProb(↓):   1.217202
Path Entropy(↓):  1.929097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by john carpenter released
Start Entity:     John Carpenter
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   John Carpenter --[(INV) starred_actors]--> Body Bags --[release_year]--> 1993
Path (Raw):       John Carpenter --[No Operation]--> John Carpenter --[(INV) starred_actors]--> Body Bags --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is the charge of the light brigade in
Start Entity:     The Charge of the Light Brigade
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   The Charge of the Light Brigade --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       The Charge of the Light Brigade --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.644308
Path Entropy(↓):  2.998263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film fitzcarraldo were in which genres
Start Entity:     Fitzcarraldo
Gold Answer:      [['Sport', 'Documentary', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Documentary
Predicted Path:   Fitzcarraldo --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[has_genre]--> Documentary
Path (Raw):       Fitzcarraldo --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[has_genre]--> Documentary
Neg LogProb(↓):   1.383373
Path Entropy(↓):  1.978883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of kangaroo jack
Start Entity:     Kangaroo Jack
Gold Answer:      [['The Prophecy II', 'Beauty and the Beast', 'The Prophecy', 'Homeboy', 'A View to a Kill', 'Nick of Time', 'Stand Up Guys', 'Excess Baggage', 'Click', 'Balls of Fury', 'The Dead Zone', 'The Comfort of Strangers', 'The Opportunists', 'King of New York', 'Communion', 'Sarah, Plain and Tall', 'At Close Range', 'Batman Returns', 'Calendar Girl', 'The Addiction', 'New Rose Hotel', 'Last Man Standing', 'Man on Fire', 'The Deer Hunter', 'Exit Wounds', 'The Funeral', 'Suicide Kings', "Joe's Apartment", 'Catch Me If You Can', 'The Dogs of War', "Heaven's Gate", 'Man of the Year', 'Buying the Cow', 'Wedding Crashers', "Malibu's Most Wanted", 'Brainstorm', 'Biloxi Blues', 'The Maiden Heist', 'Blast from the Past', 'Kill the Irishman', 'Midnight Bayou', 'Barbershop']]
Predicted Ans:    Kangaroo Jack
Predicted Path:   Kangaroo Jack --[starred_actors]--> Jerry O'Connell --[(INV) starred_actors]--> Kangaroo Jack
Path (Raw):       Kangaroo Jack --[starred_actors]--> Jerry O'Connell --[No Operation]--> Jerry O'Connell --[(INV) starred_actors]--> Kangaroo Jack
Neg LogProb(↓):   0.655077
Path Entropy(↓):  1.182181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films acted by nicole eggert
Start Entity:     Nicole Eggert
Gold Answer:      [['Dutch']]
Predicted Ans:    jeff bridges
Predicted Path:   Nicole Eggert --[(INV) starred_actors]--> Blown Away --[has_tags]--> jeff bridges
Path (Raw):       Nicole Eggert --[No Operation]--> Nicole Eggert --[(INV) starred_actors]--> Blown Away --[has_tags]--> jeff bridges
Neg LogProb(↓):   0.045904
Path Entropy(↓):  0.186255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by andrew gurland were directed by who
Start Entity:     Andrew Gurland
Gold Answer:      [['Huck Botko']]
Predicted Ans:    The Virginity Hit
Predicted Path:   Andrew Gurland --[(INV) directed_by]--> The Virginity Hit --[directed_by]--> Huck Botko --[(INV) directed_by]--> The Virginity Hit
Path (Raw):       Andrew Gurland --[(INV) directed_by]--> The Virginity Hit --[directed_by]--> Huck Botko --[(INV) directed_by]--> The Virginity Hit
Neg LogProb(↓):   0.584387
Path Entropy(↓):  0.698200
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of holiday affair
Start Entity:     Holiday Affair
Gold Answer:      [['Every Girl Should Be Married']]
Predicted Ans:    Holiday Affair
Predicted Path:   Holiday Affair --[directed_by]--> Don Hartman --[(INV) directed_by]--> Holiday Affair
Path (Raw):       Holiday Affair --[No Operation]--> Holiday Affair --[directed_by]--> Don Hartman --[(INV) directed_by]--> Holiday Affair
Neg LogProb(↓):   0.691983
Path Entropy(↓):  0.991407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film most wanted
Start Entity:     Most Wanted
Gold Answer:      [['1988', '1994', '2004']]
Predicted Ans:    2004
Predicted Path:   Most Wanted --[written_by]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[release_year]--> 2004
Path (Raw):       Most Wanted --[written_by]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[release_year]--> 2004
Neg LogProb(↓):   0.039726
Path Entropy(↓):  0.194763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by karzan kader were released in which years
Start Entity:     Karzan Kader
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Karzan Kader --[(INV) written_by]--> Bekas --[release_year]--> 2012
Path (Raw):       Karzan Kader --[No Operation]--> Karzan Kader --[(INV) written_by]--> Bekas --[release_year]--> 2012
Neg LogProb(↓):   0.000932
Path Entropy(↓):  0.007435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter oren jacoby wrote films together with who
Start Entity:     Oren Jacoby
Gold Answer:      [['James Carroll']]
Predicted Ans:    Oren Jacoby
Predicted Path:   Oren Jacoby --[(INV) written_by]--> Constantine's Sword --[written_by]--> Oren Jacoby
Path (Raw):       Oren Jacoby --[No Operation]--> Oren Jacoby --[(INV) written_by]--> Constantine's Sword --[written_by]--> Oren Jacoby
Neg LogProb(↓):   0.013482
Path Entropy(↓):  0.071297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films written by skip woods
Start Entity:     Skip Woods
Gold Answer:      [['1998', '2014', '2013', '1936']]
Predicted Ans:    1936
Predicted Path:   Skip Woods --[(INV) written_by]--> Sabotage --[release_year]--> 1936
Path (Raw):       Skip Woods --[No Operation]--> Skip Woods --[(INV) written_by]--> Sabotage --[release_year]--> 1936
Neg LogProb(↓):   0.419939
Path Entropy(↓):  0.699899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was tim kelly a writer on
Start Entity:     Tim Kelly
Gold Answer:      [['Cry of the Banshee']]
Predicted Ans:    Cry of the Banshee
Predicted Path:   Tim Kelly --[(INV) written_by]--> Cry of the Banshee --[written_by]--> Christopher Wicking --[(INV) written_by]--> Cry of the Banshee
Path (Raw):       Tim Kelly --[(INV) written_by]--> Cry of the Banshee --[written_by]--> Christopher Wicking --[(INV) written_by]--> Cry of the Banshee
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in stella
Start Entity:     Stella
Gold Answer:      [['Family', 'Music', 'Sport', 'Biography', 'Musical', 'Drama', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Stella --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Stella --[has_genre]--> Drama
Path (Raw):       Stella --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Stella --[has_genre]--> Drama
Neg LogProb(↓):   0.938714
Path Entropy(↓):  1.083591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie invisible waves were released in which years
Start Entity:     Invisible Waves
Gold Answer:      [['1995', '2009', '2001', '2003', '2005', '2004']]
Predicted Ans:    1995
Predicted Path:   Invisible Waves --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Maborosi --[release_year]--> 1995
Path (Raw):       Invisible Waves --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Maborosi --[release_year]--> 1995
Neg LogProb(↓):   0.310682
Path Entropy(↓):  0.659660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of nina's heavenly delights
Start Entity:     Nina's Heavenly Delights
Gold Answer:      [['Pratibha Parmar']]
Predicted Ans:    Pratibha Parmar
Predicted Path:   Nina's Heavenly Delights --[directed_by]--> Pratibha Parmar --[(INV) directed_by]--> Nina's Heavenly Delights --[directed_by]--> Pratibha Parmar
Path (Raw):       Nina's Heavenly Delights --[directed_by]--> Pratibha Parmar --[(INV) directed_by]--> Nina's Heavenly Delights --[directed_by]--> Pratibha Parmar
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by henri verneuil in
Start Entity:     Henri Verneuil
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[has_genre]--> Comedy
Path (Raw):       Henri Verneuil --[No Operation]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[has_genre]--> Comedy
Neg LogProb(↓):   0.001358
Path Entropy(↓):  0.011383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with big momma's house fall under
Start Entity:     Big Momma's House
Gold Answer:      [['Adventure', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Big Momma's House --[written_by]--> Darryl Quarles --[(INV) written_by]--> Big Momma's House 2 --[has_genre]--> Comedy
Path (Raw):       Big Momma's House --[written_by]--> Darryl Quarles --[(INV) written_by]--> Big Momma's House 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.154107
Path Entropy(↓):  0.529414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie charlie chan in honolulu
Start Entity:     Charlie Chan in Honolulu
Gold Answer:      [['1938']]
Predicted Ans:    1938
Predicted Path:   Charlie Chan in Honolulu --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Path (Raw):       Charlie Chan in Honolulu --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Neg LogProb(↓):   1.032074
Path Entropy(↓):  2.599965
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the man without a past
Start Entity:     The Man Without a Past
Gold Answer:      [['Kati Outinen', 'Matti Pellonpää', 'Crispin Glover', 'Janne Hyytiäinen', 'Sakke Järvenpää', 'Kari Heiskanen', 'Vanessa Redgrave', 'Timo Eränkö', 'Asmo Hurula', 'Peter Lorre', 'Ilkka Koivula', 'Sakari Kuosmanen', 'Turo Pajala', 'André Wilms', 'Kari Väänänen', 'Blondin Miguel', 'Maria Järvenhelmi', 'Evelyne Didi']]
Predicted Ans:    Kati Outinen
Predicted Path:   The Man Without a Past --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> The Match Factory Girl --[starred_actors]--> Kati Outinen
Path (Raw):       The Man Without a Past --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> The Match Factory Girl --[starred_actors]--> Kati Outinen
Neg LogProb(↓):   0.849891
Path Entropy(↓):  1.231329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of a woman rebels
Start Entity:     A Woman Rebels
Gold Answer:      [['The Gay Divorcee', 'Top Hat', 'Skylark', 'So Proudly We Hail!', 'Follow the Fleet', 'Holiday Inn', 'Blue Skies']]
Predicted Ans:    Follow the Fleet
Predicted Path:   A Woman Rebels --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet
Path (Raw):       A Woman Rebels --[No Operation]--> A Woman Rebels --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet
Neg LogProb(↓):   0.895566
Path Entropy(↓):  1.632774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by doris kearns goodwin
Start Entity:     Doris Kearns Goodwin
Gold Answer:      [['Sally Field']]
Predicted Ans:    Sally Field
Predicted Path:   Doris Kearns Goodwin --[(INV) written_by]--> Lincoln --[starred_actors]--> Sally Field
Path (Raw):       Doris Kearns Goodwin --[No Operation]--> Doris Kearns Goodwin --[(INV) written_by]--> Lincoln --[starred_actors]--> Sally Field
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of true grit
Start Entity:     True Grit
Gold Answer:      [['Raid on Rommel', 'The Sons of Katie Elder', 'The Real Glory', 'Johnny Apollo', 'Seven Thieves', 'Peter Ibbetson', 'Legend of the Lost', 'Call Northside 777', 'Niagara', 'Kiss of Death', 'Fourteen Hours', 'The Trail of the Lonesome Pine', 'The Dark Corner', 'Now and Forever', 'Nevada Smith', 'Sundown', 'The House on 92nd Street', 'How the West Was Won', 'North to Alaska', 'The Shepherd of the Hills', 'Down to the Sea in Ships', 'The Lives of a Bengal Lancer', '5 Card Stud', 'Wing and a Prayer', '23 Paces to Baker Street', 'Nob Hill']]
Predicted Ans:    Peter Ibbetson
Predicted Path:   True Grit --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Peter Ibbetson
Path (Raw):       True Grit --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Peter Ibbetson --[No Operation]--> Peter Ibbetson
Neg LogProb(↓):   0.678463
Path Entropy(↓):  1.490735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film wuthering heights were in which genres
Start Entity:     Wuthering Heights
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Horror', 'History', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Wuthering Heights --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[has_genre]--> Drama
Path (Raw):       Wuthering Heights --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[has_genre]--> Drama
Neg LogProb(↓):   1.287408
Path Entropy(↓):  2.464027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did timo tjahjanto write the story for
Start Entity:     Timo Tjahjanto
Gold Answer:      [['V/H/S/2', 'Killers']]
Predicted Ans:    Killers
Predicted Path:   Timo Tjahjanto --[(INV) written_by]--> Killers --[written_by]--> Takuji Ushiyama --[(INV) written_by]--> Killers
Path (Raw):       Timo Tjahjanto --[(INV) written_by]--> Killers --[written_by]--> Takuji Ushiyama --[(INV) written_by]--> Killers
Neg LogProb(↓):   0.136088
Path Entropy(↓):  0.381237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by now you see me actors
Start Entity:     Now You See Me
Gold Answer:      [['Brian Goodman', 'Gabriele Muccino', 'Matthew Cooke', 'Stephen Frears', 'Ryan Murphy', 'Greg Mottola', 'Oren Moverman', 'Ron Shelton', 'Adrian Lyne', 'Michael Mann', 'Jimmy Hayward', 'Jay Gammill', 'Scott Frank', 'Bennett Miller', 'Peter Ramsey', 'Rian Johnson', 'Robert Altman', 'Gregg Champion', 'Gore Verbinski', 'Oliver Stone', 'Kelly Reichardt', 'Joss Whedon', 'Scott Cooper', 'Ruben Fleischer', 'Jane Anderson', 'Richard Ayoade', 'Brett Morgen', 'Michael Ian Black', 'Jay Roach', 'Peter Stebbings', 'Kent Alterman', 'Kenneth Lonergan', 'John Carney', 'Austin Chick', 'Mark Ruffalo', 'James Ponsoldt', 'Stuart Blumberg', 'Dylan Kidd', 'Ron Mann', 'Zak Penn', 'Brett Ratner', 'Guy Moshe', 'Bruno Barreto', 'Brad Anderson', 'Arthur Penn', 'Gavin Grazer', 'Fred Durst', 'Rod Lurie', 'David Fincher', 'Michael Brandt', 'S.R. Bindler', 'Kevin Asch', 'Volker Schlöndorff', 'Rob Reiner']]
Predicted Ans:    Ron Shelton
Predicted Path:   Now You See Me --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[directed_by]--> Ron Shelton
Path (Raw):       Now You See Me --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[directed_by]--> Ron Shelton
Neg LogProb(↓):   0.655703
Path Entropy(↓):  1.899432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of nicholas tucci starred movies
Start Entity:     Nicholas Tucci
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Nicholas Tucci --[(INV) starred_actors]--> You're Next --[release_year]--> 2011
Path (Raw):       Nicholas Tucci --[No Operation]--> Nicholas Tucci --[(INV) starred_actors]--> You're Next --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the war of the roses also directed which movies
Start Entity:     The War of the Roses
Gold Answer:      [['Matilda', 'Hoffa', 'Duplex', 'Throw Momma from the Train', 'Death to Smoochy']]
Predicted Ans:    Hoffa
Predicted Path:   The War of the Roses --[directed_by]--> Danny DeVito --[(INV) directed_by]--> Hoffa
Path (Raw):       The War of the Roses --[directed_by]--> Danny DeVito --[(INV) directed_by]--> Hoffa --[No Operation]--> Hoffa
Neg LogProb(↓):   0.496599
Path Entropy(↓):  1.246364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by gilles mimouni
Start Entity:     Gilles Mimouni
Gold Answer:      [['Fred MacMurray', 'Jack Lemmon', 'Vincent Cassel', 'Shirley MacLaine', 'Monica Bellucci', 'Romane Bohringer']]
Predicted Ans:    Fred MacMurray
Predicted Path:   Gilles Mimouni --[(INV) directed_by]--> The Apartment --[starred_actors]--> Fred MacMurray
Path (Raw):       Gilles Mimouni --[No Operation]--> Gilles Mimouni --[(INV) directed_by]--> The Apartment --[starred_actors]--> Fred MacMurray
Neg LogProb(↓):   0.736576
Path Entropy(↓):  1.137996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film the reckless moment were in which genres
Start Entity:     The Reckless Moment
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Reckless Moment --[written_by]--> Elisabeth Sanxay Holding --[(INV) written_by]--> The Reckless Moment --[has_genre]--> Drama
Path (Raw):       The Reckless Moment --[written_by]--> Elisabeth Sanxay Holding --[(INV) written_by]--> The Reckless Moment --[has_genre]--> Drama
Neg LogProb(↓):   0.045907
Path Entropy(↓):  0.219066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of rembrandt
Start Entity:     Rembrandt
Gold Answer:      [['Alexander Korda']]
Predicted Ans:    Alexander Korda
Predicted Path:   Rembrandt --[directed_by]--> Alexander Korda --[(INV) directed_by]--> Rembrandt --[directed_by]--> Alexander Korda
Path (Raw):       Rembrandt --[directed_by]--> Alexander Korda --[(INV) directed_by]--> Rembrandt --[directed_by]--> Alexander Korda
Neg LogProb(↓):   0.057603
Path Entropy(↓):  0.224862
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did james howard write
Start Entity:     James Howard
Gold Answer:      [['Big Bad Love']]
Predicted Ans:    Big Bad Love
Predicted Path:   James Howard --[(INV) written_by]--> Big Bad Love --[written_by]--> James Howard --[(INV) written_by]--> Big Bad Love
Path (Raw):       James Howard --[(INV) written_by]--> Big Bad Love --[written_by]--> James Howard --[(INV) written_by]--> Big Bad Love
Neg LogProb(↓):   0.454871
Path Entropy(↓):  0.660026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bad words are written by who
Start Entity:     Bad Words
Gold Answer:      [['Pinchas Perry', 'Arnold M. Stone', 'Michael Markowitz', 'Larry David', 'Paul Thomas Anderson', 'Dana Fox', 'Donald Freed', 'Jeph Loeb', 'Jon Lucas', 'Scott Moore', 'Jill Soloway', 'Jon Favreau', 'Allan Loeb', 'Matthew Michael Carnahan', 'David Mandel', 'Jeff Schaffer', 'Alec Berg', 'Morgan Spurlock', 'Matthew Weisman', 'Mike Judge', 'Jeffrey Eugenides', 'John Francis Daley', 'Craig Mazin', 'Peter Glanz', 'Vince Vaughn', 'Diablo Cody', 'Vincent Ngo']]
Predicted Ans:    Paul Thomas Anderson
Predicted Path:   Bad Words --[starred_actors]--> Philip Baker Hall --[(INV) starred_actors]--> Hard Eight --[written_by]--> Paul Thomas Anderson
Path (Raw):       Bad Words --[starred_actors]--> Philip Baker Hall --[(INV) starred_actors]--> Hard Eight --[written_by]--> Paul Thomas Anderson
Neg LogProb(↓):   0.569281
Path Entropy(↓):  1.043776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is oklahoma! in
Start Entity:     Oklahoma!
Gold Answer:      [['Musical', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Oklahoma! --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Oklahoma! --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.011189
Path Entropy(↓):  0.061663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the page turner
Start Entity:     The Page Turner
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Page Turner --[written_by]--> Denis Dercourt --[(INV) written_by]--> Tomorrow at Dawn --[in_language]--> French
Path (Raw):       The Page Turner --[written_by]--> Denis Dercourt --[(INV) written_by]--> Tomorrow at Dawn --[in_language]--> French
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was thommy berggren an actor in
Start Entity:     Thommy Berggren
Gold Answer:      [['Giliap']]
Predicted Ans:    A Swedish Love Story
Predicted Path:   Thommy Berggren --[(INV) starred_actors]--> Giliap --[written_by]--> Roy Andersson --[(INV) written_by]--> A Swedish Love Story
Path (Raw):       Thommy Berggren --[(INV) starred_actors]--> Giliap --[written_by]--> Roy Andersson --[(INV) written_by]--> A Swedish Love Story
Neg LogProb(↓):   0.294723
Path Entropy(↓):  0.600160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in badman's territory
Start Entity:     Badman's Territory
Gold Answer:      [['1992', '1959', '1936', '1920', '1935', '1941', '1939', '1957', '1951', '1953', '1947', '1932', '1956', '1943', '1948', '1942', '1940', '1938', '1955', '1962', '1960', '1965', '1945', '1937', '1952', '1958']]
Predicted Ans:    1956
Predicted Path:   Badman's Territory --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Badman's Territory --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   1.276981
Path Entropy(↓):  2.165016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with mike hodges
Start Entity:     Mike Hodges
Gold Answer:      [['Stephen Kay']]
Predicted Ans:    Mike Hodges
Predicted Path:   Mike Hodges --[(INV) directed_by]--> A Prayer for the Dying --[directed_by]--> Mike Hodges
Path (Raw):       Mike Hodges --[No Operation]--> Mike Hodges --[(INV) directed_by]--> A Prayer for the Dying --[directed_by]--> Mike Hodges
Neg LogProb(↓):   0.004243
Path Entropy(↓):  0.031952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies directed by the closed curtain director
Start Entity:     Closed Curtain
Gold Answer:      [['Drama', 'Documentary', 'Family']]
Predicted Ans:    Documentary
Predicted Path:   Closed Curtain --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[has_genre]--> Documentary
Path (Raw):       Closed Curtain --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[has_genre]--> Documentary
Neg LogProb(↓):   0.123265
Path Entropy(↓):  0.464216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of absolute beginners
Start Entity:     Absolute Beginners
Gold Answer:      [['Colin MacInnes']]
Predicted Ans:    Colin MacInnes
Predicted Path:   Absolute Beginners --[written_by]--> Colin MacInnes --[(INV) written_by]--> Absolute Beginners --[written_by]--> Colin MacInnes
Path (Raw):       Absolute Beginners --[written_by]--> Colin MacInnes --[(INV) written_by]--> Absolute Beginners --[written_by]--> Colin MacInnes
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie blood on the moon are written by who
Start Entity:     Blood on the Moon
Gold Answer:      [['Margaret Vyner', 'William Humphrey', 'Leopold Atlas', 'Edward Chodorov', 'Polan Banks', 'Sheldon Reynolds', 'George Tabori', 'Robert Carson', 'Marco Denevi', 'Robert Towne', 'David Dortort', 'John Paxton', 'Duilio Coletti', 'Claude Stanush', 'Horace McCoy', 'Blake Edwards', 'Tom Miranda', 'James Salter', 'William Douglas Lansford', 'James Agee', 'Frank Fenton', 'Harry Brown', 'Tad Mosel', 'James Graham', 'Meredith Willson', 'F. Scott Fitzgerald', 'Walter Van Tilburg Clark', 'Melville Shavelson', 'William Gibson', 'Isobel Lennart', 'Jon Cleary', 'Joel Sayre', 'Red Nichols', 'John D. MacDonald', 'Libbie Block', 'George V. Higgins', 'Paul Monash', 'Michael Winner', 'Kjell Sundvall', 'Marguerite Roberts', 'Daniel Mainwaring', 'Frank Butler', 'James R. Webb', 'Davis Grubb', 'Thelma Strabel', 'Max Catto', 'Richard Wilson', 'Jason Miller', 'Morton Thompson', 'Sally Robinson', 'Franklin Lacey', 'Hugh Williams', 'Leigh Brackett', 'Richard Wormser', 'Raymond Chandler', 'William Faulkner', 'John D. Weaver', 'Richard Brooks', 'Jules Furthman', 'Harold Pinter', 'Ray Gaulden', 'Louis Lantz', 'Bartlett Cormack', 'Jack Higgins', 'Sam Peckinpah', 'Ralph Nelson']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Blood on the Moon --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Blood on the Moon --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   0.745280
Path Entropy(↓):  1.753905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by an american carol writers
Start Entity:     An American Carol
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   An American Carol --[written_by]--> David Zucker --[(INV) written_by]--> Top Secret! --[has_genre]--> Comedy
Path (Raw):       An American Carol --[written_by]--> David Zucker --[(INV) written_by]--> Top Secret! --[has_genre]--> Comedy
Neg LogProb(↓):   0.829626
Path Entropy(↓):  1.065398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the beaches of agnes fall under
Start Entity:     The Beaches of Agnès
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Documentary
Predicted Path:   The Beaches of Agnès --[directed_by]--> Agnès Varda --[(INV) directed_by]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       The Beaches of Agnès --[directed_by]--> Agnès Varda --[(INV) directed_by]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   0.611653
Path Entropy(↓):  1.198770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies together with roger vercel
Start Entity:     Roger Vercel
Gold Answer:      [['André Cayatte', 'Jacques Prévert']]
Predicted Ans:    Jacques Prévert
Predicted Path:   Roger Vercel --[(INV) written_by]--> Stormy Waters --[written_by]--> Jacques Prévert
Path (Raw):       Roger Vercel --[No Operation]--> Roger Vercel --[(INV) written_by]--> Stormy Waters --[written_by]--> Jacques Prévert
Neg LogProb(↓):   0.002589
Path Entropy(↓):  0.019705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the kid with a bike fall under
Start Entity:     The Kid with a Bike
Gold Answer:      [['Horror', 'Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Fantasy
Predicted Path:   The Kid with a Bike --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> Hereafter --[has_genre]--> Fantasy
Path (Raw):       The Kid with a Bike --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> Hereafter --[has_genre]--> Fantasy
Neg LogProb(↓):   0.049680
Path Entropy(↓):  0.199838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of speechless
Start Entity:     Speechless
Gold Answer:      [['Bill Paxton', 'Bruno Kirby', 'Eddie Murphy', 'Robert Downey Jr.', 'Terry Moore', 'Finn Carter', 'Ben Johnson', 'Robert Armstrong', 'Kevin Bacon', 'Fred Ward', 'Patricia Wettig', 'Michael Gross', 'Daniel Stern', 'Billy Crystal', 'Charlize Theron']]
Predicted Ans:    Eddie Murphy
Predicted Path:   Speechless --[directed_by]--> Ron Underwood --[(INV) directed_by]--> The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy
Path (Raw):       Speechless --[directed_by]--> Ron Underwood --[(INV) directed_by]--> The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy
Neg LogProb(↓):   0.680593
Path Entropy(↓):  1.056183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in cloudy with a chance of meatballs
Start Entity:     Cloudy with a Chance of Meatballs
Gold Answer:      [['Karen McCullah', 'Kirsten Smith', 'Gale Sayers', 'Karyn Bosnak', 'Marc Norman', 'William Blinn', 'Larry David', 'Nicholas Proffitt', 'Mario Puzo', 'Dylan Haggerty', 'Pat Proft', 'David S. Ward', 'Michael Mann', 'Marshall Brickman', 'John Byrum', 'Robert Kaufman', 'George Gallo', 'James Gray', 'Rob McKittrick', 'Andy Weiss', 'James Toback', 'Frank Hohimer', 'Harry Brown', 'Jamie Mathieson', 'Jorge Amado', 'Robert Syd Hopkins', 'Arnold Schulman', 'David Mandel', 'Curtis Harrington', 'Alec Berg', 'Jeff Schaffer', 'Stirling Silliphant', 'Topher Grace', 'Luther Davis', 'Craig Johnson', 'Francis Ford Coppola', 'Jody Hill', 'Mitch Marcus', 'John Francis Daley', 'Ron Barrett', 'Erica Rivinoja', 'Matt Reeves', 'Phil Lord', 'Craig Fairbrass', 'Jim Abrahams', 'Andrew Bergman', 'Lucky McKee', 'Jeff Filgo', 'Jay Presson Allen', 'Craig Mazin', 'James Gunn', 'Neal Jimenez', 'Chris Millis', 'William Monahan', 'David Caspe', 'David Berenbaum', 'Leigh Brackett', 'Stephen King', 'Lindy Laub', 'Pam Brady', 'Hank Searls', 'Howard Hawks']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.038681
Path Entropy(↓):  2.342188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film hit and run
Start Entity:     Hit and Run
Gold Answer:      [['kristen bell', 'dax shepard']]
Predicted Ans:    dax shepard
Predicted Path:   Hit and Run --[has_tags]--> dax shepard --[(INV) has_tags]--> Hit and Run --[has_tags]--> dax shepard
Path (Raw):       Hit and Run --[has_tags]--> dax shepard --[(INV) has_tags]--> Hit and Run --[has_tags]--> dax shepard
Neg LogProb(↓):   0.001058
Path Entropy(↓):  0.008302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the girl can't help it
Start Entity:     The Girl Can't Help It
Gold Answer:      [['Frank Tashlin', 'Herbert Baker']]
Predicted Ans:    Frank Tashlin
Predicted Path:   The Girl Can't Help It --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Fuller Brush Girl --[written_by]--> Frank Tashlin
Path (Raw):       The Girl Can't Help It --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Fuller Brush Girl --[written_by]--> Frank Tashlin
Neg LogProb(↓):   0.193388
Path Entropy(↓):  0.622506
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the grifters director
Start Entity:     The Grifters
Gold Answer:      [['French', 'Danish', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Grifters --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[in_language]--> Spanish
Path (Raw):       The Grifters --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[in_language]--> Spanish
Neg LogProb(↓):   0.383381
Path Entropy(↓):  0.633057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie out of the fog
Start Entity:     Out of the Fog
Gold Answer:      [['Ira Wolfert', 'John Brophy', 'Ida Lupino', 'Maritta M. Wolff', 'Lou Schor', "John O'Hara", 'Roger Butterfield', 'Dudley Nichols', 'Albert Maltz', 'John Huston', 'Zachary Gold', 'Lamar Trotti', 'Ernest Hemingway', 'Delmer Daves', 'Jack London', 'John Steinbeck', 'Edward Percy', 'Reginald Denham', 'Clifford Odets', 'David Mamet', 'Gerald Butler', 'Barry Storm', 'Nicholas Ray', 'Lenore J. Coffee', 'Steve Fisher', 'Robert Rossen', 'Lewis E. Lawes', 'Willard Robertson', 'Nunnally Johnson', 'Abraham Polonsky', 'Julius J. Epstein', 'Dalton Trumbo', 'James M. Cain', 'Hugo Butler', 'Margaret Kennedy', 'Dorothy B. Hughes', 'Eric Knight', 'Fannie Hurst', 'Ben Hecht', 'Collier Young', 'W.R. Burnett', 'James Poe', 'Joseph L. Mankiewicz', "Eugene O'Neill"]]
Predicted Ans:    Delmer Daves
Predicted Path:   Out of the Fog --[starred_actors]--> John Garfield --[(INV) starred_actors]--> Destination Tokyo --[written_by]--> Delmer Daves
Path (Raw):       Out of the Fog --[starred_actors]--> John Garfield --[(INV) starred_actors]--> Destination Tokyo --[written_by]--> Delmer Daves
Neg LogProb(↓):   0.973506
Path Entropy(↓):  1.637963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by karsten kiilerich
Start Entity:     Karsten Kiilerich
Gold Answer:      [['Michael Hegner', 'Hans Christian Andersen']]
Predicted Ans:    Michael Hegner
Predicted Path:   Karsten Kiilerich --[(INV) directed_by]--> The Ugly Duckling and Me! --[written_by]--> Michael Hegner
Path (Raw):       Karsten Kiilerich --[No Operation]--> Karsten Kiilerich --[(INV) directed_by]--> The Ugly Duckling and Me! --[written_by]--> Michael Hegner
Neg LogProb(↓):   0.021187
Path Entropy(↓):  0.106449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of two days
Start Entity:     Two Days
Gold Answer:      [['John Malkovich', 'Colin Hanks']]
Predicted Ans:    Paul Rudd
Predicted Path:   Two Days --[directed_by]--> Sean McGinly --[(INV) directed_by]--> Two Days --[starred_actors]--> Paul Rudd
Path (Raw):       Two Days --[directed_by]--> Sean McGinly --[(INV) directed_by]--> Two Days --[starred_actors]--> Paul Rudd
Neg LogProb(↓):   0.003845
Path Entropy(↓):  0.025421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by ronny graham
Start Entity:     Ronny Graham
Gold Answer:      [['Alan Johnson', 'Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Ronny Graham --[(INV) starred_actors]--> To Be or Not to Be --[directed_by]--> Ernst Lubitsch
Path (Raw):       Ronny Graham --[No Operation]--> Ronny Graham --[(INV) starred_actors]--> To Be or Not to Be --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.001956
Path Entropy(↓):  0.014144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in an american haunting
Start Entity:     An American Haunting
Gold Answer:      [['Philip Kaufman', 'Hunter Hill', 'John Schlesinger', 'Perry Moore', 'Paul Mazursky', 'Richard Marquand', 'Clint Eastwood', 'Todd Field', 'Bud Yorkin', 'Mark Rydell', 'Robert Towne', 'Alan J. Pakula', 'Nicolas Roeg', 'Barry Levinson', 'Ron Howard', 'Michael Apted', 'Giuseppe Tornatore', 'Robert Altman', 'David Lynch', 'Sidney J. Furie', 'Madonna', 'Griffin Dunne', 'Robert Redford', 'John Frankenheimer', 'Euzhan Palcy', 'John Bruno', 'Peter Collinson', 'Christian Duguay', 'Stuart Orme', 'Hugh Hudson', 'Hugh Wilson', 'Herbert Ross', 'Kevin Macdonald', 'Charles Matthau', 'Jarmo Lampela', 'Gregory Hoblit', 'Aaron Schneider', 'Louis Malle', 'Richard Pearce', 'John Sturges', 'Tom Moore', 'Don Siegel', 'John Flynn', 'George P. Cosmatos', 'John Huddles', 'William Wyler', 'Seth Gordon', 'F. Gary Gray', 'Terrence Malick', 'Brian De Palma', 'Jean Renoir', 'Jeremy Power Regimbal']]
Predicted Ans:    Peter Collinson
Predicted Path:   An American Haunting --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Path (Raw):       An American Haunting --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Neg LogProb(↓):   0.655106
Path Entropy(↓):  1.288333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the underneath fall under
Start Entity:     The Underneath
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   The Underneath --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[has_genre]--> Mystery
Path (Raw):       The Underneath --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[has_genre]--> Mystery
Neg LogProb(↓):   0.538157
Path Entropy(↓):  0.773347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by being human writers release
Start Entity:     Being Human
Gold Answer:      [['1983', '1984', '1981', '1987']]
Predicted Ans:    1984
Predicted Path:   Being Human --[written_by]--> Bill Forsyth --[(INV) written_by]--> Comfort and Joy --[release_year]--> 1984
Path (Raw):       Being Human --[written_by]--> Bill Forsyth --[(INV) written_by]--> Comfort and Joy --[release_year]--> 1984
Neg LogProb(↓):   0.319052
Path Entropy(↓):  0.738630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the conspiracy
Start Entity:     The Conspiracy
Gold Answer:      [['Christopher MacBride']]
Predicted Ans:    Christopher MacBride
Predicted Path:   The Conspiracy --[written_by]--> Christopher MacBride --[(INV) written_by]--> The Conspiracy --[written_by]--> Christopher MacBride
Path (Raw):       The Conspiracy --[written_by]--> Christopher MacBride --[(INV) written_by]--> The Conspiracy --[written_by]--> Christopher MacBride
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of homecoming
Start Entity:     Homecoming
Gold Answer:      [['Desert Blue', 'Hurricane Streets']]
Predicted Ans:    Desert Blue
Predicted Path:   Homecoming --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Desert Blue
Path (Raw):       Homecoming --[No Operation]--> Homecoming --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Desert Blue
Neg LogProb(↓):   0.166484
Path Entropy(↓):  0.505505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by tim rice
Start Entity:     Tim Rice
Gold Answer:      [['Evita', 'Joseph and the Amazing Technicolor Dreamcoat', 'Jesus Christ Superstar']]
Predicted Ans:    Jesus Christ Superstar
Predicted Path:   Tim Rice --[(INV) written_by]--> Jesus Christ Superstar --[written_by]--> Tim Rice --[(INV) written_by]--> Jesus Christ Superstar
Path (Raw):       Tim Rice --[(INV) written_by]--> Jesus Christ Superstar --[written_by]--> Tim Rice --[(INV) written_by]--> Jesus Christ Superstar
Neg LogProb(↓):   2.415099
Path Entropy(↓):  2.888286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the league of extraordinary gentlemen
Start Entity:     The League of Extraordinary Gentlemen
Gold Answer:      [['2001']]
Predicted Ans:    2003
Predicted Path:   The League of Extraordinary Gentlemen --[written_by]--> Kevin O'Neill --[(INV) written_by]--> The League of Extraordinary Gentlemen --[release_year]--> 2003
Path (Raw):       The League of Extraordinary Gentlemen --[written_by]--> Kevin O'Neill --[(INV) written_by]--> The League of Extraordinary Gentlemen --[release_year]--> 2003
Neg LogProb(↓):   0.141776
Path Entropy(↓):  0.390518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same actor of play it to the bone
Start Entity:     Play It to the Bone
Gold Answer:      [['The Body', 'How to Make Money Selling Drugs', 'Now You See Me', 'Zombieland', "White Men Can't Jump", 'Where Sleeping Dogs Lie', 'The 13th Warrior', 'Natural Born Killers', 'Strange Days', 'Two Much', 'The Mambo Kings', 'The People vs. Larry Flynt', 'Seven Pounds', 'The Cowboy Way', 'Devil in a Blue Dress', 'Free Birds', 'Matador', 'Autómata', 'Intersection', 'Shrek the Halls', 'Black Hawk Down', 'Original Sin', 'Game Change', 'The Skin I Live In', 'Ticker', 'Palmetto', 'Out of the Furnace', 'The Messenger', 'A Prairie Home Companion', 'The Grand', 'Evita', 'Femme Fatale', 'Justin and the Knights of Valour', 'Assassins', 'The Prize Winner of Defiance, Ohio', 'Defendor', 'Grass', 'Gods and Monsters', 'Puss in Boots', 'Boiling Point', 'Kingpin', 'Red Planet', 'Semi-Pro', 'The Other Man', 'And Starring Pancho Villa as Himself', 'Doc Hollywood', 'Leap of Faith', 'Rampart', 'Indecent Proposal', 'The Big Bang', 'Women on the Verge of a Nervous Breakdown', 'Suing the Devil', 'Spy Kids', 'Never Talk to Strangers', 'Bunraku', 'Once Upon a Time in Mexico', 'The Relic', 'Striking Distance', 'Take the Lead', 'Blaze', 'Scorched', 'Raising Cain', 'Desperado', 'Transsiberian', 'After the Sunset', 'Money Train', 'Saving Private Ryan', 'Surfer, Dude', 'Day of the Falcon', 'The Hi-Lo Country', 'Tie Me Up! Tie Me Down!', 'Miami Rhapsody']]
Predicted Ans:    Bunraku
Predicted Path:   Play It to the Bone --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku
Path (Raw):       Play It to the Bone --[starred_actors]--> Woody Harrelson --[No Operation]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku
Neg LogProb(↓):   1.006652
Path Entropy(↓):  2.454256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie abandon
Start Entity:     Abandon
Gold Answer:      [['Armand Mastroianni', 'Mike Newell', 'John Schlesinger', 'Matthew Chapman', 'Adam Rapp', 'Chris Renaud', 'Pierre Coffin', 'Chris Buck', 'Pitof', 'Leon Ichaso', 'Donald Petrie', 'Christopher Nolan', 'Matt Aselton', 'Christopher Coppola', 'Kevin Williamson', 'Forest Whitaker', 'Stephen Berra', 'Callie Khouri', 'Anita Doron', 'Stefan Ruzowitzky', 'John Dahl', 'Sam Raimi', 'Troy Nixey', 'David Nutter', 'Guillermo del Toro', 'Martin Hynes', 'Ash Brannon', 'Doug Liman', 'Mike Mills', 'David Gordon Green']]
Predicted Ans:    Donald Petrie
Predicted Path:   Abandon --[starred_actors]--> Benjamin Bratt --[(INV) starred_actors]--> Miss Congeniality --[directed_by]--> Donald Petrie
Path (Raw):       Abandon --[starred_actors]--> Benjamin Bratt --[(INV) starred_actors]--> Miss Congeniality --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.704037
Path Entropy(↓):  1.141447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by fishtales actors
Start Entity:     Fishtales
Gold Answer:      [['Drama', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Family
Predicted Path:   Fishtales --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[has_genre]--> Family
Path (Raw):       Fishtales --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[has_genre]--> Family
Neg LogProb(↓):   0.064631
Path Entropy(↓):  0.255871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with james rolleston
Start Entity:     James Rolleston
Gold Answer:      [['Cliff Curtis', 'Bette Davis', 'Warren William']]
Predicted Ans:    Bette Davis
Predicted Path:   James Rolleston --[(INV) starred_actors]--> The Dark Horse --[starred_actors]--> Bette Davis
Path (Raw):       James Rolleston --[No Operation]--> James Rolleston --[(INV) starred_actors]--> The Dark Horse --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie king of beggars were in which genres
Start Entity:     King of Beggars
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   King of Beggars --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[has_genre]--> Action
Path (Raw):       King of Beggars --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[has_genre]--> Action
Neg LogProb(↓):   0.015457
Path Entropy(↓):  0.099826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of matt bennett starred movies
Start Entity:     Matt Bennett
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Matt Bennett --[(INV) starred_actors]--> The Virginity Hit --[release_year]--> 2010
Path (Raw):       Matt Bennett --[No Operation]--> Matt Bennett --[(INV) starred_actors]--> The Virginity Hit --[release_year]--> 2010
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film defending your life were released in which years
Start Entity:     Defending Your Life
Gold Answer:      [['1948', '2001', '2003', '2005', '1996', '1985', '1994', '1999', '1979', '1987', '1981', '2011', '1984']]
Predicted Ans:    1991
Predicted Path:   Defending Your Life --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[release_year]--> 1991
Path (Raw):       Defending Your Life --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[release_year]--> 1991
Neg LogProb(↓):   1.103468
Path Entropy(↓):  1.325051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was alan campbell the writer of
Start Entity:     Alan Campbell
Gold Answer:      [['Tales of Manhattan', 'Sweethearts', 'The Little Foxes', 'A Star Is Born']]
Predicted Ans:    Suzy
Predicted Path:   Alan Campbell --[(INV) written_by]--> Sweethearts --[written_by]--> Dorothy Parker --[(INV) written_by]--> Suzy
Path (Raw):       Alan Campbell --[(INV) written_by]--> Sweethearts --[written_by]--> Dorothy Parker --[(INV) written_by]--> Suzy
Neg LogProb(↓):   0.374271
Path Entropy(↓):  1.356426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film remember my name
Start Entity:     Remember My Name
Gold Answer:      [['Thornton Wilder', 'James A. Michener', 'William Richert', 'Robert Stone', 'Ruth Gordon', 'Charles Edward Pogue', 'Stephen Geller', 'Mathieu Demy', 'Stéphane Robelin', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'John Paxton', 'Jessamyn West', 'Richard Condon', 'Irwin Shaw', 'Françoise Sagan', 'Al Hirshberg', 'Jimmy Piersall', 'Jules Dassin', 'Bryan Forbes', 'Samuel A. Taylor', 'John Michael Hayes', 'Joseph Stefano', 'Franz Kafka', 'Tom Holland', 'James R. Webb', 'Michael Wilson', 'Kevin Noland', 'Nevil Shute', 'William Goldman', 'Robert Bloch', 'Margarita Lymberaki', 'Orson Welles', 'David Robinson', 'Diana Hawkins', 'William Boyd', "Eugene O'Neill"]]
Predicted Ans:    John Paxton
Predicted Path:   Remember My Name --[starred_actors]--> Anthony Perkins --[(INV) starred_actors]--> On the Beach --[written_by]--> John Paxton
Path (Raw):       Remember My Name --[starred_actors]--> Anthony Perkins --[(INV) starred_actors]--> On the Beach --[written_by]--> John Paxton
Neg LogProb(↓):   1.384686
Path Entropy(↓):  2.387726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the goalie's anxiety at the penalty kick
Start Entity:     The Goalie's Anxiety at the Penalty Kick
Gold Answer:      [['2008', '1993', '1985', '1974', '1977', '1998', '2004', '1982', '1973', '1994', '2014', '1995', '1976', '1926', '2011', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1995
Predicted Path:   The Goalie's Anxiety at the Penalty Kick --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       The Goalie's Anxiety at the Penalty Kick --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.960887
Path Entropy(↓):  2.086150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the all i desire director
Start Entity:     All I Desire
Gold Answer:      [['Drama', 'Biography', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   All I Desire --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> Written on the Wind --[has_genre]--> Drama
Path (Raw):       All I Desire --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> Written on the Wind --[has_genre]--> Drama
Neg LogProb(↓):   0.535890
Path Entropy(↓):  0.979308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did fabricio boliveira star in
Start Entity:     Fabrício Boliveira
Gold Answer:      [['Brazilian Western']]
Predicted Ans:    Brazilian Western
Predicted Path:   Fabrício Boliveira --[(INV) starred_actors]--> Brazilian Western --[starred_actors]--> Fabrício Boliveira --[(INV) starred_actors]--> Brazilian Western
Path (Raw):       Fabrício Boliveira --[(INV) starred_actors]--> Brazilian Western --[starred_actors]--> Fabrício Boliveira --[(INV) starred_actors]--> Brazilian Western
Neg LogProb(↓):   0.010625
Path Entropy(↓):  0.059066
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by lindsay crouse fall under
Start Entity:     Lindsay Crouse
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lindsay Crouse --[(INV) starred_actors]--> Iceman --[has_genre]--> Comedy
Path (Raw):       Lindsay Crouse --[No Operation]--> Lindsay Crouse --[(INV) starred_actors]--> Iceman --[has_genre]--> Comedy
Neg LogProb(↓):   0.004544
Path Entropy(↓):  0.033334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the black windmill
Start Entity:     The Black Windmill
Gold Answer:      [['1962', '1976', '1968', '1978', '1946', '1949', '1970', '1964', '1954', '1971', '1960', '1982', '1973', '1979', '1952', '1958', '1956', '1977']]
Predicted Ans:    1968
Predicted Path:   The Black Windmill --[directed_by]--> Don Siegel --[(INV) directed_by]--> Madigan --[release_year]--> 1968
Path (Raw):       The Black Windmill --[directed_by]--> Don Siegel --[(INV) directed_by]--> Madigan --[release_year]--> 1968
Neg LogProb(↓):   1.565697
Path Entropy(↓):  2.403384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie red dragon released
Start Entity:     Red Dragon
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Red Dragon --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Path (Raw):       Red Dragon --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Neg LogProb(↓):   3.002126
Path Entropy(↓):  4.356603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the miami vice director
Start Entity:     Miami Vice
Gold Answer:      [['Drama', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Miami Vice --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Miami Vice --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   1.011110
Path Entropy(↓):  1.591448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did shahrukh husain write
Start Entity:     Shahrukh Husain
Gold Answer:      [['In Custody']]
Predicted Ans:    In Custody
Predicted Path:   Shahrukh Husain --[(INV) written_by]--> In Custody --[written_by]--> Shahrukh Husain --[(INV) written_by]--> In Custody
Path (Raw):       Shahrukh Husain --[(INV) written_by]--> In Custody --[written_by]--> Shahrukh Husain --[(INV) written_by]--> In Custody
Neg LogProb(↓):   0.336047
Path Entropy(↓):  0.597992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in i'm not rappaport
Start Entity:     I'm Not Rappaport
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   I'm Not Rappaport --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[has_genre]--> Comedy
Path (Raw):       I'm Not Rappaport --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[has_genre]--> Comedy
Neg LogProb(↓):   0.052122
Path Entropy(↓):  0.267835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with new waterford girl fall under
Start Entity:     New Waterford Girl
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Music
Predicted Path:   New Waterford Girl --[directed_by]--> Allan Moyle --[(INV) directed_by]--> Times Square --[has_genre]--> Music
Path (Raw):       New Waterford Girl --[directed_by]--> Allan Moyle --[(INV) directed_by]--> Times Square --[has_genre]--> Music
Neg LogProb(↓):   0.084098
Path Entropy(↓):  0.337295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie under the same moon
Start Entity:     Under the Same Moon
Gold Answer:      [['2014', '2002', '2013']]
Predicted Ans:    2014
Predicted Path:   Under the Same Moon --[starred_actors]--> Kate del Castillo --[(INV) starred_actors]--> No Good Deed --[release_year]--> 2014
Path (Raw):       Under the Same Moon --[starred_actors]--> Kate del Castillo --[(INV) starred_actors]--> No Good Deed --[release_year]--> 2014
Neg LogProb(↓):   0.630320
Path Entropy(↓):  1.044729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie dream demon
Start Entity:     Dream Demon
Gold Answer:      [['John Carpenter']]
Predicted Ans:    Harley Cokeliss
Predicted Path:   Dream Demon --[directed_by]--> Harley Cokeliss --[(INV) directed_by]--> Dream Demon --[written_by]--> Harley Cokeliss
Path (Raw):       Dream Demon --[directed_by]--> Harley Cokeliss --[(INV) directed_by]--> Dream Demon --[written_by]--> Harley Cokeliss
Neg LogProb(↓):   0.057927
Path Entropy(↓):  0.217306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by dan futterman
Start Entity:     Dan Futterman
Gold Answer:      [['Channing Tatum', 'Mark Ruffalo', 'Steve Carell']]
Predicted Ans:    Angelina Jolie
Predicted Path:   Dan Futterman --[(INV) starred_actors]--> A Mighty Heart --[starred_actors]--> Angelina Jolie
Path (Raw):       Dan Futterman --[No Operation]--> Dan Futterman --[(INV) starred_actors]--> A Mighty Heart --[starred_actors]--> Angelina Jolie
Neg LogProb(↓):   0.010864
Path Entropy(↓):  0.063656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by the director of a personal journey with martin scorsese through american movies
Start Entity:     A Personal Journey with Martin Scorsese Through American Movies
Gold Answer:      [['Marc Norman', 'Richard Price', 'Martin Scorsese', 'Mardik Martin', 'Kent Jones', 'Jay Cocks', 'Nicholas Pileggi', 'Woody Allen', 'Nikos Kazantzakis', 'Ernest K. Gann', 'Jake LaMotta', 'Ben L. Reitman', 'Dennis Lehane', 'Joe Connelly', 'Edith Wharton', 'Melissa Mathison', 'John D. MacDonald', 'Sofia Coppola', 'Francis Ford Coppola', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'Robert Getchell', 'James R. Webb', 'Paul Schrader', 'William Monahan', 'John Logan', 'Brian Selznick', 'Joseph Minion', 'Walter Tevis', 'Jordan Belfort']]
Predicted Ans:    Martin Scorsese
Predicted Path:   A Personal Journey with Martin Scorsese Through American Movies --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[written_by]--> Martin Scorsese
Path (Raw):       A Personal Journey with Martin Scorsese Through American Movies --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[written_by]--> Martin Scorsese
Neg LogProb(↓):   0.960207
Path Entropy(↓):  1.828769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of showgirls
Start Entity:     Showgirls
Gold Answer:      [['Guinevere', 'Bound', 'Miranda', 'Blue Velvet', 'The Curse of the Jade Scorpion', 'The Trigger Effect', 'One Night Stand', 'Palmetto', 'The Hidden', 'Rich in Love', 'Touch', 'One Tough Cop', 'The Doors', 'Hamlet']]
Predicted Ans:    Hamlet
Predicted Path:   Showgirls --[starred_actors]--> Kyle MacLachlan --[(INV) starred_actors]--> Hamlet
Path (Raw):       Showgirls --[starred_actors]--> Kyle MacLachlan --[No Operation]--> Kyle MacLachlan --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.010667
Path Entropy(↓):  0.069613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by peter cameron
Start Entity:     Peter Cameron
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Peter Cameron --[(INV) written_by]--> Someday This Pain Will Be Useful to You --[in_language]--> English
Path (Raw):       Peter Cameron --[No Operation]--> Peter Cameron --[(INV) written_by]--> Someday This Pain Will Be Useful to You --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by joe nussbaum
Start Entity:     Joe Nussbaum
Gold Answer:      [['Katie Wech']]
Predicted Ans:    Katie Wech
Predicted Path:   Joe Nussbaum --[(INV) directed_by]--> Prom --[written_by]--> Katie Wech
Path (Raw):       Joe Nussbaum --[No Operation]--> Joe Nussbaum --[(INV) directed_by]--> Prom --[written_by]--> Katie Wech
Neg LogProb(↓):   0.135166
Path Entropy(↓):  0.379711
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by richard schenkman were released in which years
Start Entity:     Richard Schenkman
Gold Answer:      [['1998', '2013', '2007']]
Predicted Ans:    1998
Predicted Path:   Richard Schenkman --[(INV) directed_by]--> Went to Coney Island on a Mission from God... Be Back by Five --[release_year]--> 1998
Path (Raw):       Richard Schenkman --[No Operation]--> Richard Schenkman --[(INV) directed_by]--> Went to Coney Island on a Mission from God... Be Back by Five --[release_year]--> 1998
Neg LogProb(↓):   0.037463
Path Entropy(↓):  0.176656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the adventures in babysitting director
Start Entity:     Adventures in Babysitting
Gold Answer:      [['Family', 'Musical', 'Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Adventures in Babysitting --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Rent --[has_genre]--> Drama
Path (Raw):       Adventures in Babysitting --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Rent --[has_genre]--> Drama
Neg LogProb(↓):   0.898328
Path Entropy(↓):  1.603347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by jonathan ames fall under
Start Entity:     Jonathan Ames
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jonathan Ames --[(INV) written_by]--> The Extra Man --[has_genre]--> Comedy
Path (Raw):       Jonathan Ames --[No Operation]--> Jonathan Ames --[(INV) written_by]--> The Extra Man --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Danny trejo appears in which movies
Start Entity:     Danny Trejo
Gold Answer:      [['Machete', 'Animal Factory', 'Bad Ass', 'Machete Kills', 'Force of Execution', 'Recoil', 'Dead in Tombstone']]
Predicted Ans:    Air America
Predicted Path:   Danny Trejo --[(INV) starred_actors]--> Machete Kills --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America
Path (Raw):       Danny Trejo --[(INV) starred_actors]--> Machete Kills --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America
Neg LogProb(↓):   0.996558
Path Entropy(↓):  2.277841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films directed by the the hunger director
Start Entity:     The Hunger
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Hunger --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[in_language]--> English
Path (Raw):       The Hunger --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[in_language]--> English
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does spencer treat clark appear in
Start Entity:     Spencer Treat Clark
Gold Answer:      [['The Last Exorcism Part II']]
Predicted Ans:    The Last Exorcism Part II
Predicted Path:   Spencer Treat Clark --[(INV) starred_actors]--> The Last Exorcism Part II --[starred_actors]--> David Jensen --[(INV) starred_actors]--> The Last Exorcism Part II
Path (Raw):       Spencer Treat Clark --[(INV) starred_actors]--> The Last Exorcism Part II --[starred_actors]--> David Jensen --[(INV) starred_actors]--> The Last Exorcism Part II
Neg LogProb(↓):   0.032953
Path Entropy(↓):  0.164698
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote presto
Start Entity:     Presto
Gold Answer:      [['Doug Sweetland']]
Predicted Ans:    Doug Sweetland
Predicted Path:   Presto --[written_by]--> Doug Sweetland --[(INV) written_by]--> Presto --[written_by]--> Doug Sweetland
Path (Raw):       Presto --[written_by]--> Doug Sweetland --[(INV) written_by]--> Presto --[written_by]--> Doug Sweetland
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with bullitt fall under
Start Entity:     Bullitt
Gold Answer:      [['Adventure', 'Musical']]
Predicted Ans:    Adventure
Predicted Path:   Bullitt --[written_by]--> Harry Kleiner --[(INV) written_by]--> Fantastic Voyage --[has_genre]--> Adventure
Path (Raw):       Bullitt --[written_by]--> Harry Kleiner --[(INV) written_by]--> Fantastic Voyage --[has_genre]--> Adventure
Neg LogProb(↓):   0.218429
Path Entropy(↓):  0.545805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of wisdom also directed which films
Start Entity:     Wisdom
Gold Answer:      [['Men at Work', 'Rated X', 'Bobby', 'The War at Home', 'The Way']]
Predicted Ans:    The War at Home
Predicted Path:   Wisdom --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home
Path (Raw):       Wisdom --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home --[No Operation]--> The War at Home
Neg LogProb(↓):   0.490913
Path Entropy(↓):  1.166252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in away from her
Start Entity:     Away from Her
Gold Answer:      [['Music', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Away from Her --[starred_actors]--> Olympia Dukakis --[(INV) starred_actors]--> The Intended --[has_genre]--> Drama
Path (Raw):       Away from Her --[starred_actors]--> Olympia Dukakis --[(INV) starred_actors]--> The Intended --[has_genre]--> Drama
Neg LogProb(↓):   0.199984
Path Entropy(↓):  0.638503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of crave was
Start Entity:     Crave
Gold Answer:      [['Charles de Lauzirika']]
Predicted Ans:    Charles de Lauzirika
Predicted Path:   Crave --[directed_by]--> Charles de Lauzirika --[(INV) directed_by]--> Crave --[directed_by]--> Charles de Lauzirika
Path (Raw):       Crave --[directed_by]--> Charles de Lauzirika --[(INV) directed_by]--> Crave --[directed_by]--> Charles de Lauzirika
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by sandy collora were released in which years
Start Entity:     Sandy Collora
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Sandy Collora --[(INV) written_by]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Sandy Collora --[No Operation]--> Sandy Collora --[(INV) written_by]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   0.418763
Path Entropy(↓):  0.642716
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by neten chokling were in which genres
Start Entity:     Neten Chokling
Gold Answer:      [['Adventure', 'Biography']]
Predicted Ans:    Adventure
Predicted Path:   Neten Chokling --[(INV) written_by]--> Milarepa --[has_genre]--> Adventure
Path (Raw):       Neten Chokling --[No Operation]--> Neten Chokling --[(INV) written_by]--> Milarepa --[has_genre]--> Adventure
Neg LogProb(↓):   0.328873
Path Entropy(↓):  0.593214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by ben ramsey
Start Entity:     Ben Ramsey
Gold Answer:      [['Kantz']]
Predicted Ans:    Ben Ramsey
Predicted Path:   Ben Ramsey --[(INV) directed_by]--> Love and a Bullet --[directed_by]--> Ben Ramsey
Path (Raw):       Ben Ramsey --[No Operation]--> Ben Ramsey --[(INV) directed_by]--> Love and a Bullet --[directed_by]--> Ben Ramsey
Neg LogProb(↓):   0.748316
Path Entropy(↓):  1.589388
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by aaron eckhart
Start Entity:     Aaron Eckhart
Gold Answer:      [['Stuart Beattie', 'Brandon Camp', 'E. Elias Merhige', 'Philipp Stölzl', 'Brian De Palma', 'John Cameron Mitchell', 'Bernie Goldmann', 'Christopher Nolan', 'Scott Hicks', 'Neil LaBute', 'Antoine Fuqua', 'Melisa Wallack', 'John Woo', 'John Duigan', 'Joshua Michael Stern', 'Jason Reitman', 'Hans Canosa']]
Predicted Ans:    Neil LaBute
Predicted Path:   Aaron Eckhart --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Path (Raw):       Aaron Eckhart --[No Operation]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Neg LogProb(↓):   0.596387
Path Entropy(↓):  0.848480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in rv
Start Entity:     RV
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   RV --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       RV --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.002021
Path Entropy(↓):  0.018287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with no way out in
Start Entity:     No Way Out
Gold Answer:      [['Italian', 'French', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   No Way Out --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> The Quiet American --[in_language]--> French
Path (Raw):       No Way Out --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   0.307518
Path Entropy(↓):  0.703030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jason bourque direct
Start Entity:     Jason Bourque
Gold Answer:      [['Shadow Company', 'Doomsday Prophecy']]
Predicted Ans:    Shadow Company
Predicted Path:   Jason Bourque --[(INV) directed_by]--> Shadow Company --[directed_by]--> Nick Bicanic --[(INV) directed_by]--> Shadow Company
Path (Raw):       Jason Bourque --[(INV) directed_by]--> Shadow Company --[directed_by]--> Nick Bicanic --[(INV) directed_by]--> Shadow Company
Neg LogProb(↓):   0.354218
Path Entropy(↓):  0.617682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of james murphy acted films
Start Entity:     James Murphy
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   James Murphy --[(INV) starred_actors]--> The Comedy --[release_year]--> 2012
Path (Raw):       James Murphy --[No Operation]--> James Murphy --[(INV) starred_actors]--> The Comedy --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film white house down were in which genres
Start Entity:     White House Down
Gold Answer:      [['Drama', 'Fantasy', 'Action', 'Horror', 'History', 'Adventure', 'Thriller']]
Predicted Ans:    Fantasy
Predicted Path:   White House Down --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[has_genre]--> Fantasy
Path (Raw):       White House Down --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie timecode were in which languages
Start Entity:     Timecode
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Timecode --[directed_by]--> Mike Figgis --[(INV) directed_by]--> Miss Julie --[in_language]--> Swedish
Path (Raw):       Timecode --[directed_by]--> Mike Figgis --[(INV) directed_by]--> Miss Julie --[in_language]--> Swedish
Neg LogProb(↓):   0.011158
Path Entropy(↓):  0.073422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie street scene in a few words
Start Entity:     Street Scene
Gold Answer:      [['king vidor']]
Predicted Ans:    king vidor
Predicted Path:   Street Scene --[has_tags]--> king vidor --[(INV) has_tags]--> Wild Oranges --[has_tags]--> king vidor
Path (Raw):       Street Scene --[has_tags]--> king vidor --[(INV) has_tags]--> Wild Oranges --[has_tags]--> king vidor
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by suzy amis were in which genres
Start Entity:     Suzy Amis
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Suzy Amis --[(INV) starred_actors]--> Firestorm --[has_genre]--> Thriller
Path (Raw):       Suzy Amis --[No Operation]--> Suzy Amis --[(INV) starred_actors]--> Firestorm --[has_genre]--> Thriller
Neg LogProb(↓):   0.234553
Path Entropy(↓):  0.783214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for sparks
Start Entity:     Sparks
Gold Answer:      [['Christopher Folino']]
Predicted Ans:    Christopher Folino
Predicted Path:   Sparks --[written_by]--> Christopher Folino --[(INV) written_by]--> Sparks --[written_by]--> Christopher Folino
Path (Raw):       Sparks --[written_by]--> Christopher Folino --[(INV) written_by]--> Sparks --[written_by]--> Christopher Folino
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by karl dipelino
Start Entity:     Karl DiPelino
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Karl DiPelino --[(INV) written_by]--> Pigs --[release_year]--> 2007
Path (Raw):       Karl DiPelino --[No Operation]--> Karl DiPelino --[(INV) written_by]--> Pigs --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by prince were in which genres
Start Entity:     Prince
Gold Answer:      [['Drama', 'Music', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Prince --[(INV) directed_by]--> Under the Cherry Moon --[has_genre]--> Drama
Path (Raw):       Prince --[No Operation]--> Prince --[(INV) directed_by]--> Under the Cherry Moon --[has_genre]--> Drama
Neg LogProb(↓):   0.010888
Path Entropy(↓):  0.067543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by meisa kuroki were in which genres
Start Entity:     Meisa Kuroki
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Meisa Kuroki --[(INV) starred_actors]--> Crows Zero --[has_genre]--> Action
Path (Raw):       Meisa Kuroki --[No Operation]--> Meisa Kuroki --[(INV) starred_actors]--> Crows Zero --[has_genre]--> Action
Neg LogProb(↓):   0.242673
Path Entropy(↓):  0.521117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the file on thelma jordon
Start Entity:     The File on Thelma Jordon
Gold Answer:      [['W. Somerset Maugham', 'Henry Edward Helseth', 'James Ronald', 'Don Tracy', 'Daniel Fuchs', 'Andrei Tarkovsky', 'Ethel Lina White', 'Mel Dinelli', 'Nunnally Johnson', 'Aleksandr Gordon', 'Ernest Hemingway', 'Anthony Veiller', 'Vladimir Pozner']]
Predicted Ans:    Nunnally Johnson
Predicted Path:   The File on Thelma Jordon --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror --[written_by]--> Nunnally Johnson
Path (Raw):       The File on Thelma Jordon --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror --[written_by]--> Nunnally Johnson
Neg LogProb(↓):   0.857632
Path Entropy(↓):  1.153072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by brenda chapman release
Start Entity:     Brenda Chapman
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Brenda Chapman --[(INV) written_by]--> Brave --[release_year]--> 2012
Path (Raw):       Brenda Chapman --[No Operation]--> Brenda Chapman --[(INV) written_by]--> Brave --[release_year]--> 2012
Neg LogProb(↓):   0.084297
Path Entropy(↓):  0.280820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote wind across the everglades
Start Entity:     Wind Across the Everglades
Gold Answer:      [['Mark Robson', 'Elia Kazan']]
Predicted Ans:    Mark Robson
Predicted Path:   Wind Across the Everglades --[written_by]--> Budd Schulberg --[(INV) written_by]--> The Harder They Fall --[directed_by]--> Mark Robson
Path (Raw):       Wind Across the Everglades --[written_by]--> Budd Schulberg --[(INV) written_by]--> The Harder They Fall --[directed_by]--> Mark Robson
Neg LogProb(↓):   0.220130
Path Entropy(↓):  0.662199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by steven brill
Start Entity:     Steven Brill
Gold Answer:      [['Brian Robbins']]
Predicted Ans:    James Gunn
Predicted Path:   Steven Brill --[(INV) directed_by]--> Movie 43 --[directed_by]--> James Gunn
Path (Raw):       Steven Brill --[No Operation]--> Steven Brill --[(INV) directed_by]--> Movie 43 --[directed_by]--> James Gunn
Neg LogProb(↓):   1.079904
Path Entropy(↓):  2.427320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of pink flamingos
Start Entity:     Pink Flamingos
Gold Answer:      [['Adam Shankman', 'John Waters']]
Predicted Ans:    Adam Shankman
Predicted Path:   Pink Flamingos --[written_by]--> John Waters --[(INV) written_by]--> Hairspray --[directed_by]--> Adam Shankman
Path (Raw):       Pink Flamingos --[written_by]--> John Waters --[(INV) written_by]--> Hairspray --[directed_by]--> Adam Shankman
Neg LogProb(↓):   0.807423
Path Entropy(↓):  1.137469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by kurt mckinney
Start Entity:     Kurt McKinney
Gold Answer:      [['Corey Yuen', 'Keith W. Strandberg']]
Predicted Ans:    Corey Yuen
Predicted Path:   Kurt McKinney --[(INV) starred_actors]--> No Retreat, No Surrender --[written_by]--> Corey Yuen
Path (Raw):       Kurt McKinney --[No Operation]--> Kurt McKinney --[(INV) starred_actors]--> No Retreat, No Surrender --[written_by]--> Corey Yuen
Neg LogProb(↓):   0.012338
Path Entropy(↓):  0.066157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of wyatt cenac starred movies
Start Entity:     Wyatt Cenac
Gold Answer:      [['2008', '2014']]
Predicted Ans:    2008
Predicted Path:   Wyatt Cenac --[(INV) starred_actors]--> Medicine for Melancholy --[release_year]--> 2008
Path (Raw):       Wyatt Cenac --[No Operation]--> Wyatt Cenac --[(INV) starred_actors]--> Medicine for Melancholy --[release_year]--> 2008
Neg LogProb(↓):   0.677248
Path Entropy(↓):  0.693019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the last days of disco
Start Entity:     The Last Days of Disco
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Last Days of Disco --[directed_by]--> Whit Stillman --[(INV) directed_by]--> Barcelona --[has_genre]--> Comedy
Path (Raw):       The Last Days of Disco --[directed_by]--> Whit Stillman --[(INV) directed_by]--> Barcelona --[has_genre]--> Comedy
Neg LogProb(↓):   0.001497
Path Entropy(↓):  0.011236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with vladan nikolic
Start Entity:     Vladan Nikolic
Gold Answer:      [['William Eubank', 'Károly Makk']]
Predicted Ans:    William Eubank
Predicted Path:   Vladan Nikolic --[(INV) directed_by]--> Love --[written_by]--> William Eubank
Path (Raw):       Vladan Nikolic --[No Operation]--> Vladan Nikolic --[(INV) directed_by]--> Love --[written_by]--> William Eubank
Neg LogProb(↓):   0.429514
Path Entropy(↓):  0.705695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the wonderful world of the brothers grimm also appears in which films
Start Entity:     The Wonderful World of the Brothers Grimm
Gold Answer:      [['Darling', 'The Alamo', 'Summer and Smoke', 'Martha', 'Walk on the Wild Side', 'WUSA', 'The Manchurian Candidate', 'BUtterfield 8', 'Fox and His Friends', 'Room at the Top']]
Predicted Ans:    Martha
Predicted Path:   The Wonderful World of the Brothers Grimm --[starred_actors]--> Karlheinz Böhm --[(INV) starred_actors]--> Martha
Path (Raw):       The Wonderful World of the Brothers Grimm --[starred_actors]--> Karlheinz Böhm --[No Operation]--> Karlheinz Böhm --[(INV) starred_actors]--> Martha
Neg LogProb(↓):   0.454048
Path Entropy(↓):  0.830026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter isabel coixet co - wrote movies with who
Start Entity:     Isabel Coixet
Gold Answer:      [['Nanci Kincaid']]
Predicted Ans:    Isabel Coixet
Predicted Path:   Isabel Coixet --[(INV) written_by]--> My Life Without Me --[written_by]--> Isabel Coixet
Path (Raw):       Isabel Coixet --[No Operation]--> Isabel Coixet --[(INV) written_by]--> My Life Without Me --[written_by]--> Isabel Coixet
Neg LogProb(↓):   0.025080
Path Entropy(↓):  0.128855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movie lottery ticket
Start Entity:     Lottery Ticket
Gold Answer:      [['Brandon T. Jackson', 'Loretta Devine', 'Naturi Naughton']]
Predicted Ans:    Loretta Devine
Predicted Path:   Lottery Ticket --[starred_actors]--> Loretta Devine --[(INV) starred_actors]--> Lottery Ticket --[starred_actors]--> Loretta Devine
Path (Raw):       Lottery Ticket --[starred_actors]--> Loretta Devine --[(INV) starred_actors]--> Lottery Ticket --[starred_actors]--> Loretta Devine
Neg LogProb(↓):   0.002277
Path Entropy(↓):  0.018641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by sergio sollima
Start Entity:     Sergio Sollima
Gold Answer:      [['Tomas Milian']]
Predicted Ans:    Tomas Milian
Predicted Path:   Sergio Sollima --[(INV) directed_by]--> Run, Man, Run --[starred_actors]--> Tomas Milian
Path (Raw):       Sergio Sollima --[No Operation]--> Sergio Sollima --[(INV) directed_by]--> Run, Man, Run --[starred_actors]--> Tomas Milian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie flood
Start Entity:     Flood
Gold Answer:      [['Ronald Neame', 'John Schlesinger', 'Ken Loach', 'Antonia Bird', 'Scott Mann', 'Stefen Fangmeier', 'Michael Hoffman', 'Peter Medak', 'Peter Cattaneo', 'Anatole Litvak', 'Alan Parker', 'Bryan Forbes', 'Michael Winterbottom', 'Shane Meadows', 'Marshall Lewy', 'Peter Yates', 'Samantha Morton', 'Tony Richardson', 'David L. Cunningham']]
Predicted Ans:    Ken Loach
Predicted Path:   Flood --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[directed_by]--> Ken Loach
Path (Raw):       Flood --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.088026
Path Entropy(↓):  0.429261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie woo were in which genres
Start Entity:     Woo
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Woo --[starred_actors]--> Tommy Davidson --[(INV) starred_actors]--> Juwanna Mann --[has_genre]--> Comedy
Path (Raw):       Woo --[starred_actors]--> Tommy Davidson --[(INV) starred_actors]--> Juwanna Mann --[has_genre]--> Comedy
Neg LogProb(↓):   0.218368
Path Entropy(↓):  0.682924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by drew daywalt release
Start Entity:     Drew Daywalt
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Drew Daywalt --[(INV) directed_by]--> Stark Raving Mad --[release_year]--> 2002
Path (Raw):       Drew Daywalt --[No Operation]--> Drew Daywalt --[(INV) directed_by]--> Stark Raving Mad --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film hero were released in which years
Start Entity:     Hero
Gold Answer:      [['2008', '2003', '1993', '2006', '1985', '1984', '1998', '2009', '2010', '1971', '1990', '1996', '2002', '2012', '2013', '1988', '2000', '2005', '1987']]
Predicted Ans:    2000
Predicted Path:   Hero --[directed_by]--> Stephen Frears --[(INV) directed_by]--> High Fidelity --[release_year]--> 2000
Path (Raw):       Hero --[directed_by]--> Stephen Frears --[(INV) directed_by]--> High Fidelity --[release_year]--> 2000
Neg LogProb(↓):   1.248576
Path Entropy(↓):  1.922339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie at middleton were in which languages
Start Entity:     At Middleton
Gold Answer:      [['Romanian']]
Predicted Ans:    Romanian
Predicted Path:   At Middleton --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Closer to the Moon --[in_language]--> Romanian
Path (Raw):       At Middleton --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Closer to the Moon --[in_language]--> Romanian
Neg LogProb(↓):   1.050690
Path Entropy(↓):  0.734272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Felipe lacerda was the director of which movies
Start Entity:     Felipe Lacerda
Gold Answer:      [['Bus 174']]
Predicted Ans:    Bus 174
Predicted Path:   Felipe Lacerda --[(INV) directed_by]--> Bus 174 --[directed_by]--> Felipe Lacerda --[(INV) directed_by]--> Bus 174
Path (Raw):       Felipe Lacerda --[(INV) directed_by]--> Bus 174 --[directed_by]--> Felipe Lacerda --[(INV) directed_by]--> Bus 174
Neg LogProb(↓):   0.007426
Path Entropy(↓):  0.043672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sunflower were in which genres
Start Entity:     Sunflower
Gold Answer:      [['Drama', 'Adventure', 'Biography', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Sunflower --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> Sunflower --[has_genre]--> Drama
Path (Raw):       Sunflower --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> Sunflower --[has_genre]--> Drama
Neg LogProb(↓):   0.257768
Path Entropy(↓):  0.635230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by dennis heaton
Start Entity:     Dennis Heaton
Gold Answer:      [['Andrew Currie']]
Predicted Ans:    Andrew Currie
Predicted Path:   Dennis Heaton --[(INV) written_by]--> Fido --[directed_by]--> Andrew Currie
Path (Raw):       Dennis Heaton --[No Operation]--> Dennis Heaton --[(INV) written_by]--> Fido --[directed_by]--> Andrew Currie
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the unknown fall under
Start Entity:     The Unknown
Gold Answer:      [['Drama', 'Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Unknown --[directed_by]--> Tod Browning --[(INV) directed_by]--> Mark of the Vampire --[has_genre]--> Horror
Path (Raw):       The Unknown --[directed_by]--> Tod Browning --[(INV) directed_by]--> Mark of the Vampire --[has_genre]--> Horror
Neg LogProb(↓):   0.553609
Path Entropy(↓):  1.439292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by vladimir nabokov
Start Entity:     Vladimir Nabokov
Gold Answer:      [['Rainer Werner Fassbinder', 'Adrian Lyne', 'Stanley Kubrick', 'Marleen Gorris']]
Predicted Ans:    Adrian Lyne
Predicted Path:   Vladimir Nabokov --[(INV) written_by]--> Lolita --[directed_by]--> Adrian Lyne
Path (Raw):       Vladimir Nabokov --[No Operation]--> Vladimir Nabokov --[(INV) written_by]--> Lolita --[directed_by]--> Adrian Lyne
Neg LogProb(↓):   1.428986
Path Entropy(↓):  1.661520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of the big picture
Start Entity:     The Big Picture
Gold Answer:      [['Christopher Guest']]
Predicted Ans:    Christopher Guest
Predicted Path:   The Big Picture --[written_by]--> Christopher Guest --[(INV) written_by]--> For Your Consideration --[written_by]--> Christopher Guest
Path (Raw):       The Big Picture --[written_by]--> Christopher Guest --[(INV) written_by]--> For Your Consideration --[written_by]--> Christopher Guest
Neg LogProb(↓):   0.027584
Path Entropy(↓):  0.164450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by marika lagercrantz in
Start Entity:     Marika Lagercrantz
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Marika Lagercrantz --[(INV) starred_actors]--> All Things Fair --[has_genre]--> Drama
Path (Raw):       Marika Lagercrantz --[No Operation]--> Marika Lagercrantz --[(INV) starred_actors]--> All Things Fair --[has_genre]--> Drama
Neg LogProb(↓):   0.043071
Path Entropy(↓):  0.174863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by steve hayes
Start Entity:     Steve Hayes
Gold Answer:      [['Nicholas Meyer']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Steve Hayes --[(INV) written_by]--> Time After Time --[directed_by]--> Nicholas Meyer
Path (Raw):       Steve Hayes --[No Operation]--> Steve Hayes --[(INV) written_by]--> Time After Time --[directed_by]--> Nicholas Meyer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of monty python and the holy grail is also the director of which films
Start Entity:     Monty Python and the Holy Grail
Gold Answer:      [['The Brothers Grimm', 'The Zero Theorem', 'The Imaginarium of Doctor Parnassus', 'Erik the Viking', 'Fear and Loathing in Las Vegas', 'The Fisher King', 'The Crimson Permanent Assurance', 'Time Bandits', 'Tideland', 'Jabberwocky', 'Brazil', 'The Adventures of Baron Munchausen']]
Predicted Ans:    Jabberwocky
Predicted Path:   Monty Python and the Holy Grail --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Jabberwocky
Path (Raw):       Monty Python and the Holy Grail --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Jabberwocky --[No Operation]--> Jabberwocky
Neg LogProb(↓):   0.859674
Path Entropy(↓):  1.743905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the anderson tapes
Start Entity:     The Anderson Tapes
Gold Answer:      [['David Dukes', 'Penelope Allen', 'Jane Fonda', 'Bruce Willis', 'John Cazale', 'Emily Lloyd', 'Paul Newman', 'George Kennedy', 'Michael Callan', 'Dwayne Hickman', 'Frank Sinatra', 'Lee Marvin', 'Faye Dunaway']]
Predicted Ans:    Bruce Willis
Predicted Path:   The Anderson Tapes --[written_by]--> Frank Pierson --[(INV) written_by]--> In Country --[starred_actors]--> Bruce Willis
Path (Raw):       The Anderson Tapes --[written_by]--> Frank Pierson --[(INV) written_by]--> In Country --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.816027
Path Entropy(↓):  0.783194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by blue sunshine actors
Start Entity:     Blue Sunshine
Gold Answer:      [['John Paxton']]
Predicted Ans:    Jeff Lieberman
Predicted Path:   Blue Sunshine --[starred_actors]--> Deborah Winters --[(INV) starred_actors]--> Blue Sunshine --[written_by]--> Jeff Lieberman
Path (Raw):       Blue Sunshine --[starred_actors]--> Deborah Winters --[(INV) starred_actors]--> Blue Sunshine --[written_by]--> Jeff Lieberman
Neg LogProb(↓):   0.023355
Path Entropy(↓):  0.112207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by fred schepisi
Start Entity:     Fred Schepisi
Gold Answer:      [['Cameron Douglas', 'Steve Martin', 'Geoffrey Rush', 'Meg Ryan', 'John Lone', 'Ken Takakura', 'Charles Grodin', 'Daryl Hannah', 'Michelle Pfeiffer', 'Dennis Haysbert', 'Michael Palin', 'Michael Douglas', 'Meryl Streep', 'James Fox', 'Tom Selleck', 'John Cleese', 'Roy Scheider', 'Donnie Yen', 'Jamie Lee Curtis', 'Walter Matthau', 'Gary Busey', 'Kirk Douglas', 'Sean Connery', 'Mary Steenburgen', 'Kevin Kline', 'Charlotte Rampling', 'Timothy Hutton', 'Ray Barrett', 'Lindsay Crouse', 'Willie Nelson', 'Freddy Reynolds', 'Tim Robbins', 'Tommy Lewis', 'Kieran Culkin']]
Predicted Ans:    Freddy Reynolds
Predicted Path:   Fred Schepisi --[(INV) directed_by]--> The Chant of Jimmie Blacksmith --[starred_actors]--> Freddy Reynolds
Path (Raw):       Fred Schepisi --[No Operation]--> Fred Schepisi --[(INV) directed_by]--> The Chant of Jimmie Blacksmith --[starred_actors]--> Freddy Reynolds
Neg LogProb(↓):   0.841767
Path Entropy(↓):  1.575370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of robert louis stevenson written movies
Start Entity:     Robert Louis Stevenson
Gold Answer:      [['Robert Wise', 'John S. Robertson', 'Rouben Mamoulian', 'Brian Henson', 'Fraser Clarke Heston', 'John Musker', 'Ron Clements', 'Joseph Pevney', 'Stephen Weeks', 'Victor Fleming', 'Bryan Forbes']]
Predicted Ans:    Rouben Mamoulian
Predicted Path:   Robert Louis Stevenson --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[directed_by]--> Rouben Mamoulian
Path (Raw):       Robert Louis Stevenson --[No Operation]--> Robert Louis Stevenson --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[directed_by]--> Rouben Mamoulian
Neg LogProb(↓):   2.040851
Path Entropy(↓):  2.588953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie mumford
Start Entity:     Mumford
Gold Answer:      [['1983', '1995', '1988', '1990', '2003', '1991', '1985', '1994', '1981', '2012']]
Predicted Ans:    1995
Predicted Path:   Mumford --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> French Kiss --[release_year]--> 1995
Path (Raw):       Mumford --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> French Kiss --[release_year]--> 1995
Neg LogProb(↓):   0.851608
Path Entropy(↓):  1.626145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of raise the titanic is also the director of which films
Start Entity:     Raise the Titanic
Gold Answer:      [["Airport '77", 'The Deadly Tower', 'The Bat People']]
Predicted Ans:    The Bat People
Predicted Path:   Raise the Titanic --[directed_by]--> Jerry Jameson --[(INV) directed_by]--> The Bat People
Path (Raw):       Raise the Titanic --[directed_by]--> Jerry Jameson --[(INV) directed_by]--> The Bat People --[No Operation]--> The Bat People
Neg LogProb(↓):   0.888921
Path Entropy(↓):  1.201046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the emerald forest
Start Entity:     The Emerald Forest
Gold Answer:      [['1995', '1998', '1970', '2000', '1968', '2001', '1972', '1990', '2010', '2004', '2006', '1926', '1981', '1987', '1967', '1974']]
Predicted Ans:    1967
Predicted Path:   The Emerald Forest --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[release_year]--> 1967
Path (Raw):       The Emerald Forest --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[release_year]--> 1967
Neg LogProb(↓):   1.555259
Path Entropy(↓):  2.476425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by ron scalpello
Start Entity:     Ron Scalpello
Gold Answer:      [['Offender']]
Predicted Ans:    Offender
Predicted Path:   Ron Scalpello --[(INV) directed_by]--> Offender --[directed_by]--> Ron Scalpello --[(INV) directed_by]--> Offender
Path (Raw):       Ron Scalpello --[(INV) directed_by]--> Offender --[directed_by]--> Ron Scalpello --[(INV) directed_by]--> Offender
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of sherrybaby
Start Entity:     Sherrybaby
Gold Answer:      [['Sunlight Jr.']]
Predicted Ans:    Sunlight Jr.
Predicted Path:   Sherrybaby --[directed_by]--> Laurie Collyer --[(INV) directed_by]--> Sunlight Jr.
Path (Raw):       Sherrybaby --[No Operation]--> Sherrybaby --[directed_by]--> Laurie Collyer --[(INV) directed_by]--> Sunlight Jr.
Neg LogProb(↓):   0.107573
Path Entropy(↓):  0.331588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film porgy and bess were released in which years
Start Entity:     Porgy and Bess
Gold Answer:      [['1954', '1944', '1959', '1967', '1979', '1968', '1963', '1957', '1951', '1953', '1947', '1948', '1971', '1955', '1949', '1950', '1960', '1965', '1945', '1958']]
Predicted Ans:    1949
Predicted Path:   Porgy and Bess --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Path (Raw):       Porgy and Bess --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Neg LogProb(↓):   1.546430
Path Entropy(↓):  2.177606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film in the army now
Start Entity:     In the Army Now
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   In the Army Now --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Path (Raw):       In the Army Now --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Neg LogProb(↓):   3.653170
Path Entropy(↓):  4.630459
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with sweet november fall under
Start Entity:     Sweet November
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[has_genre]--> Drama
Path (Raw):       Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[has_genre]--> Drama
Neg LogProb(↓):   0.695544
Path Entropy(↓):  0.712684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of bull durham
Start Entity:     Bull Durham
Gold Answer:      [['2003', '1992', '1989', '1996', '1999', '1994', '1986']]
Predicted Ans:    1988
Predicted Path:   Bull Durham --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[release_year]--> 1988
Path (Raw):       Bull Durham --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[release_year]--> 1988
Neg LogProb(↓):   0.543124
Path Entropy(↓):  1.378748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same actor of island of lost souls
Start Entity:     Island of Lost Souls
Gold Answer:      [['The Devil Bat', 'Rembrandt', 'The Bribe', 'Wings', 'The Canterville Ghost', 'Payment Deferred', 'The Suspect', 'Spartacus', 'It Started with Eve', 'If I Had a Million', 'The Hunchback of Notre Dame', 'The Big Clock', 'Sidewalks of London', 'Bowery at Midnight', 'The Body Snatcher', 'The Bishop Murder Case', 'The Girl Said No', 'The Strange Door', 'The Raven', 'Aerial Gunner', 'Ruggles of Red Gap', 'The Paradine Case', 'Glen or Glenda', 'Chandu the Magician', 'Witness for the Prosecution', 'Bride of the Monster', 'The Death Kiss', 'The Old Dark House', 'Captain Kidd', 'Murders in the Rue Morgue', "Hobson's Choice", 'The Sign of the Cross', 'The Return of the Vampire', 'Les Misérables', 'Dracula', 'Mark of the Vampire', 'Black Dragons', 'Frankenstein Meets the Wolf Man', 'Abbott and Costello Meet Captain Kidd', 'Arch of Triumph', 'Young Bess', 'One Body Too Many', 'This Land Is Mine', 'Mutiny on the Bounty', 'The Black Cat', 'Son of Frankenstein', 'The Barretts of Wimpole Street', 'Invisible Ghost', 'Jamaica Inn']]
Predicted Ans:    The Raven
Predicted Path:   Island of Lost Souls --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven
Path (Raw):       Island of Lost Souls --[starred_actors]--> Bela Lugosi --[No Operation]--> Bela Lugosi --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   0.272939
Path Entropy(↓):  0.704661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie nowhere
Start Entity:     Nowhere
Gold Answer:      [['Andrew Fleming', 'Kevin Noland', 'Mathieu Demy', 'Gregg Araki', 'Gabriel Bologna', 'Christophe Honoré', 'Lucky McKee']]
Predicted Ans:    Christophe Honoré
Predicted Path:   Nowhere --[starred_actors]--> Chiara Mastroianni --[(INV) starred_actors]--> Man at Bath --[directed_by]--> Christophe Honoré
Path (Raw):       Nowhere --[starred_actors]--> Chiara Mastroianni --[(INV) starred_actors]--> Man at Bath --[directed_by]--> Christophe Honoré
Neg LogProb(↓):   0.292538
Path Entropy(↓):  0.727328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie railroaded!
Start Entity:     Railroaded!
Gold Answer:      [['Jacques Tourneur', 'Rob Cohen', 'Lewis Milestone', 'John Ireland', 'Paul Harrison', 'Samuel Fuller', 'Dick Richards', 'William Castle', 'Ranald MacDougall', 'Paul Schrader', 'John Hough']]
Predicted Ans:    Paul Schrader
Predicted Path:   Railroaded! --[starred_actors]--> Jane Randolph --[(INV) starred_actors]--> Cat People --[directed_by]--> Paul Schrader
Path (Raw):       Railroaded! --[starred_actors]--> Jane Randolph --[(INV) starred_actors]--> Cat People --[directed_by]--> Paul Schrader
Neg LogProb(↓):   0.046538
Path Entropy(↓):  0.227345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in sorority babes in the slimeball bowl - o - rama
Start Entity:     Sorority Babes in the Slimeball Bowl-O-Rama
Gold Answer:      [['Linnea Quigley']]
Predicted Ans:    Linnea Quigley
Predicted Path:   Sorority Babes in the Slimeball Bowl-O-Rama --[starred_actors]--> Linnea Quigley --[(INV) starred_actors]--> Sorority Babes in the Slimeball Bowl-O-Rama --[starred_actors]--> Linnea Quigley
Path (Raw):       Sorority Babes in the Slimeball Bowl-O-Rama --[starred_actors]--> Linnea Quigley --[(INV) starred_actors]--> Sorority Babes in the Slimeball Bowl-O-Rama --[starred_actors]--> Linnea Quigley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with europa europa
Start Entity:     Europa Europa
Gold Answer:      [['Anna', 'Olivier, Olivier', 'To Kill a Priest']]
Predicted Ans:    Europa Europa
Predicted Path:   Europa Europa --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa
Path (Raw):       Europa Europa --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[No Operation]--> Europa Europa
Neg LogProb(↓):   0.214131
Path Entropy(↓):  0.680858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie border incident
Start Entity:     Border Incident
Gold Answer:      [['Neil Simon', 'Fred F. Finklehoffe', 'Howard Emmett Rogers', 'Federico Fellini', 'Richard Sherman', 'Claude Binyon', 'Oscar Hammerstein II', 'Tullio Pinelli', 'Sid Silvers', 'Leonard Spigelgass', 'Ennio Flaiano', 'Robert Pirosh', 'John Fante', 'Joseph Petracca', 'Casey Robinson', 'Peter Stone', 'Sherman Edwards']]
Predicted Ans:    John C. Higgins
Predicted Path:   Border Incident --[starred_actors]--> Howard Da Silva --[(INV) starred_actors]--> Border Incident --[written_by]--> John C. Higgins
Path (Raw):       Border Incident --[starred_actors]--> Howard Da Silva --[(INV) starred_actors]--> Border Incident --[written_by]--> John C. Higgins
Neg LogProb(↓):   0.021147
Path Entropy(↓):  0.104293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movie did rob dawber write the story for
Start Entity:     Rob Dawber
Gold Answer:      [['The Navigators']]
Predicted Ans:    The Navigators
Predicted Path:   Rob Dawber --[(INV) written_by]--> The Navigators --[written_by]--> Rob Dawber --[(INV) written_by]--> The Navigators
Path (Raw):       Rob Dawber --[(INV) written_by]--> The Navigators --[written_by]--> Rob Dawber --[(INV) written_by]--> The Navigators
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of hick
Start Entity:     Hick
Gold Answer:      [['Emma Roberts', 'Rory Culkin', 'Alec Baldwin']]
Predicted Ans:    Emma Roberts
Predicted Path:   Hick --[directed_by]--> Derick Martini --[(INV) directed_by]--> Lymelife --[starred_actors]--> Emma Roberts
Path (Raw):       Hick --[directed_by]--> Derick Martini --[(INV) directed_by]--> Lymelife --[starred_actors]--> Emma Roberts
Neg LogProb(↓):   0.263037
Path Entropy(↓):  0.575846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed kopps
Start Entity:     Kopps
Gold Answer:      [['2000', '2005']]
Predicted Ans:    2000
Predicted Path:   Kopps --[directed_by]--> Josef Fares --[(INV) directed_by]--> Jalla! Jalla! --[release_year]--> 2000
Path (Raw):       Kopps --[directed_by]--> Josef Fares --[(INV) directed_by]--> Jalla! Jalla! --[release_year]--> 2000
Neg LogProb(↓):   0.057547
Path Entropy(↓):  0.240500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of molly ringwald starred movies
Start Entity:     Molly Ringwald
Gold Answer:      [['James Toback', 'David Anspaugh', 'Kimble Rendall', 'George Hickenlooper', 'John Hughes', 'Howard Deutch', 'Cindy Sherman']]
Predicted Ans:    John Hughes
Predicted Path:   Molly Ringwald --[(INV) starred_actors]--> Sixteen Candles --[directed_by]--> John Hughes
Path (Raw):       Molly Ringwald --[No Operation]--> Molly Ringwald --[(INV) starred_actors]--> Sixteen Candles --[directed_by]--> John Hughes
Neg LogProb(↓):   0.031824
Path Entropy(↓):  0.163313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie fjorton suger in
Start Entity:     Fjorton suger
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Fjorton suger --[in_language]--> Swedish --[(INV) in_language]--> The Reunion --[in_language]--> Swedish
Path (Raw):       Fjorton suger --[in_language]--> Swedish --[(INV) in_language]--> The Reunion --[in_language]--> Swedish
Neg LogProb(↓):   1.575313
Path Entropy(↓):  2.741823
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film angel - a
Start Entity:     Angel-A
Gold Answer:      [['1988', '1997', '2003', '2010', '2006', '1985', '2014', '1987', '2011', '2013']]
Predicted Ans:    1997
Predicted Path:   Angel-A --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       Angel-A --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   0.577337
Path Entropy(↓):  1.199455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is the barkleys of broadway
Start Entity:     The Barkleys of Broadway
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   The Barkleys of Broadway --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Path (Raw):       The Barkleys of Broadway --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Neg LogProb(↓):   0.758921
Path Entropy(↓):  1.294242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed letters to juliet
Start Entity:     Letters to Juliet
Gold Answer:      [['Polly Draper', 'Michael Imperioli', 'Aaron Stanford', 'Anne Hathaway', 'Kate Hudson', 'Chris Pratt', 'Bryan Greenberg', 'Robert Iler', 'Kate Mara']]
Predicted Ans:    Polly Draper
Predicted Path:   Letters to Juliet --[directed_by]--> Gary Winick --[(INV) directed_by]--> The Tic Code --[starred_actors]--> Polly Draper
Path (Raw):       Letters to Juliet --[directed_by]--> Gary Winick --[(INV) directed_by]--> The Tic Code --[starred_actors]--> Polly Draper
Neg LogProb(↓):   0.900132
Path Entropy(↓):  1.088230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote three strangers
Start Entity:     Three Strangers
Gold Answer:      [['John Huston', 'Howard Koch']]
Predicted Ans:    Ellen Glasgow
Predicted Path:   Three Strangers --[written_by]--> Howard Koch --[(INV) written_by]--> In This Our Life --[written_by]--> Ellen Glasgow
Path (Raw):       Three Strangers --[written_by]--> Howard Koch --[(INV) written_by]--> In This Our Life --[written_by]--> Ellen Glasgow
Neg LogProb(↓):   0.191155
Path Entropy(↓):  0.573145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was jenna dewan tatum an actor in
Start Entity:     Jenna Dewan Tatum
Gold Answer:      [['Step Up']]
Predicted Ans:    Step Up
Predicted Path:   Jenna Dewan Tatum --[(INV) starred_actors]--> Step Up --[written_by]--> Duane Adler --[(INV) written_by]--> Step Up
Path (Raw):       Jenna Dewan Tatum --[(INV) starred_actors]--> Step Up --[written_by]--> Duane Adler --[(INV) written_by]--> Step Up
Neg LogProb(↓):   0.859381
Path Entropy(↓):  0.708088
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by ritwik ghatak were released in which years
Start Entity:     Ritwik Ghatak
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Ritwik Ghatak --[(INV) directed_by]--> Ajantrik --[release_year]--> 1958
Path (Raw):       Ritwik Ghatak --[No Operation]--> Ritwik Ghatak --[(INV) directed_by]--> Ajantrik --[release_year]--> 1958
Neg LogProb(↓):   0.005182
Path Entropy(↓):  0.032374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by gerardo herrero were in which genres
Start Entity:     Gerardo Herrero
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gerardo Herrero --[(INV) written_by]--> Comanche Territory --[has_genre]--> Drama
Path (Raw):       Gerardo Herrero --[No Operation]--> Gerardo Herrero --[(INV) written_by]--> Comanche Territory --[has_genre]--> Drama
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by arnold schwartzman
Start Entity:     Arnold Schwartzman
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Arnold Schwartzman --[(INV) directed_by]--> Genocide --[release_year]--> 1982
Path (Raw):       Arnold Schwartzman --[No Operation]--> Arnold Schwartzman --[(INV) directed_by]--> Genocide --[release_year]--> 1982
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the skulls in
Start Entity:     The Skulls
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Skulls --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Americano --[in_language]--> French
Path (Raw):       The Skulls --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Americano --[in_language]--> French
Neg LogProb(↓):   0.126520
Path Entropy(↓):  0.371437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with robert evans
Start Entity:     Robert Evans
Gold Answer:      [['Brett Morgen']]
Predicted Ans:    Brett Morgen
Predicted Path:   Robert Evans --[(INV) written_by]--> The Kid Stays in the Picture --[written_by]--> Brett Morgen
Path (Raw):       Robert Evans --[No Operation]--> Robert Evans --[(INV) written_by]--> The Kid Stays in the Picture --[written_by]--> Brett Morgen
Neg LogProb(↓):   0.003641
Path Entropy(↓):  0.024045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed don't come knocking
Start Entity:     Don't Come Knocking
Gold Answer:      [['Juliano Ribeiro Salgado', 'Michael Almereyda', 'Wim Wenders', 'Peter Handke', 'Michelangelo Antonioni', 'Sam Shepard', 'Joe Gores', 'Patricia Highsmith', 'Peter Carey', 'Solveig Dommartin', 'Nathaniel Hawthorne', 'L.M. Kit Carson', 'Richard Reitinger', 'Nicholas Klein', 'Bono', 'Ulrich Zieger']]
Predicted Ans:    Wim Wenders
Predicted Path:   Don't Come Knocking --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       Don't Come Knocking --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.322821
Path Entropy(↓):  1.027700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by cindy sherman
Start Entity:     Cindy Sherman
Gold Answer:      [['Molly Ringwald', 'Carol Kane']]
Predicted Ans:    Molly Ringwald
Predicted Path:   Cindy Sherman --[(INV) written_by]--> Office Killer --[starred_actors]--> Molly Ringwald
Path (Raw):       Cindy Sherman --[No Operation]--> Cindy Sherman --[(INV) written_by]--> Office Killer --[starred_actors]--> Molly Ringwald
Neg LogProb(↓):   0.456657
Path Entropy(↓):  0.657204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with out of time in
Start Entity:     Out of Time
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Out of Time --[directed_by]--> Carl Franklin --[(INV) directed_by]--> Bless Me, Ultima --[in_language]--> Spanish
Path (Raw):       Out of Time --[directed_by]--> Carl Franklin --[(INV) directed_by]--> Bless Me, Ultima --[in_language]--> Spanish
Neg LogProb(↓):   0.000901
Path Entropy(↓):  0.007926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did leonid mozgovoy star in
Start Entity:     Leonid Mozgovoy
Gold Answer:      [['Moloch']]
Predicted Ans:    Moloch
Predicted Path:   Leonid Mozgovoy --[(INV) starred_actors]--> Moloch --[starred_actors]--> Elena Rufanova --[(INV) starred_actors]--> Moloch
Path (Raw):       Leonid Mozgovoy --[(INV) starred_actors]--> Moloch --[starred_actors]--> Elena Rufanova --[(INV) starred_actors]--> Moloch
Neg LogProb(↓):   0.002868
Path Entropy(↓):  0.019798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter fred f. finklehoffe co - wrote films with who
Start Entity:     Fred F. Finklehoffe
Gold Answer:      [['Howard Emmett Rogers', 'Richard Sherman', 'Sid Silvers', 'Chester Erskine', 'Betty MacDonald', 'Sally Benson', 'Irving Brecher']]
Predicted Ans:    Sally Benson
Predicted Path:   Fred F. Finklehoffe --[(INV) written_by]--> Meet Me in St. Louis --[written_by]--> Sally Benson
Path (Raw):       Fred F. Finklehoffe --[No Operation]--> Fred F. Finklehoffe --[(INV) written_by]--> Meet Me in St. Louis --[written_by]--> Sally Benson
Neg LogProb(↓):   0.041638
Path Entropy(↓):  0.185968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by dan eckman
Start Entity:     Dan Eckman
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Dan Eckman --[(INV) directed_by]--> Mystery Team --[release_year]--> 2009
Path (Raw):       Dan Eckman --[No Operation]--> Dan Eckman --[(INV) directed_by]--> Mystery Team --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by serge korber in
Start Entity:     Serge Korber
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Serge Korber --[(INV) directed_by]--> Perched on a Tree --[in_language]--> French
Path (Raw):       Serge Korber --[No Operation]--> Serge Korber --[(INV) directed_by]--> Perched on a Tree --[in_language]--> French
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by cheryl dunye
Start Entity:     Cheryl Dunye
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Cheryl Dunye --[(INV) starred_actors]--> The Watermelon Woman --[release_year]--> 1996
Path (Raw):       Cheryl Dunye --[No Operation]--> Cheryl Dunye --[(INV) starred_actors]--> The Watermelon Woman --[release_year]--> 1996
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by herschel weingrod fall under
Start Entity:     Herschel Weingrod
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Herschel Weingrod --[(INV) written_by]--> Brewster's Millions --[has_genre]--> Comedy
Path (Raw):       Herschel Weingrod --[No Operation]--> Herschel Weingrod --[(INV) written_by]--> Brewster's Millions --[has_genre]--> Comedy
Neg LogProb(↓):   0.709088
Path Entropy(↓):  0.774417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the black cauldron
Start Entity:     The Black Cauldron
Gold Answer:      [['Mickey Rooney', 'Jack Palance', 'Kurt Russell', 'Pearl Bailey', 'Jack Albertson']]
Predicted Ans:    Nigel Hawthorne
Predicted Path:   The Black Cauldron --[written_by]--> Richard Rich --[(INV) written_by]--> The Black Cauldron --[starred_actors]--> Nigel Hawthorne
Path (Raw):       The Black Cauldron --[written_by]--> Richard Rich --[(INV) written_by]--> The Black Cauldron --[starred_actors]--> Nigel Hawthorne
Neg LogProb(↓):   0.107496
Path Entropy(↓):  0.413222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films acted by vic morrow in
Start Entity:     Vic Morrow
Gold Answer:      [['Drama']]
Predicted Ans:    Barbara Peeters
Predicted Path:   Vic Morrow --[(INV) starred_actors]--> Humanoids from the Deep --[directed_by]--> Barbara Peeters
Path (Raw):       Vic Morrow --[No Operation]--> Vic Morrow --[(INV) starred_actors]--> Humanoids from the Deep --[directed_by]--> Barbara Peeters
Neg LogProb(↓):   0.005498
Path Entropy(↓):  0.034062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by megumi odaka
Start Entity:     Megumi Odaka
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Megumi Odaka --[(INV) starred_actors]--> Godzilla vs. Destoroyah --[in_language]--> Japanese
Path (Raw):       Megumi Odaka --[No Operation]--> Megumi Odaka --[(INV) starred_actors]--> Godzilla vs. Destoroyah --[in_language]--> Japanese
Neg LogProb(↓):   0.054926
Path Entropy(↓):  0.213098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the house of mirth
Start Entity:     The House of Mirth
Gold Answer:      [['Boogie Woogie']]
Predicted Ans:    Boogie Woogie
Predicted Path:   The House of Mirth --[starred_actors]--> Gillian Anderson --[(INV) starred_actors]--> Boogie Woogie
Path (Raw):       The House of Mirth --[starred_actors]--> Gillian Anderson --[No Operation]--> Gillian Anderson --[(INV) starred_actors]--> Boogie Woogie
Neg LogProb(↓):   0.031778
Path Entropy(↓):  0.159842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by nick scotti
Start Entity:     Nick Scotti
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nick Scotti --[(INV) starred_actors]--> Kiss Me, Guido --[has_genre]--> Comedy
Path (Raw):       Nick Scotti --[No Operation]--> Nick Scotti --[(INV) starred_actors]--> Kiss Me, Guido --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by jon turteltaub
Start Entity:     jon turteltaub
Gold Answer:      [['Cool Runnings', 'While You Were Sleeping', "The Sorcerer's Apprentice", 'Phenomenon', '3 Ninjas']]
Predicted Ans:    The Sorcerer's Apprentice
Predicted Path:   jon turteltaub --[(INV) has_tags]--> While You Were Sleeping --[has_tags]--> jon turteltaub --[(INV) has_tags]--> The Sorcerer's Apprentice
Path (Raw):       jon turteltaub --[(INV) has_tags]--> While You Were Sleeping --[has_tags]--> jon turteltaub --[(INV) has_tags]--> The Sorcerer's Apprentice
Neg LogProb(↓):   1.037222
Path Entropy(↓):  2.180068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter william davies co - wrote movies with who
Start Entity:     William Davies
Gold Answer:      [['Christopher Lloyd', 'Joe Keenan', 'Sam Fell', 'Peter Lord', 'Dick Clement', 'Ian La Frenais', 'Neal Purvis', 'Robert Wade']]
Predicted Ans:    Ian La Frenais
Predicted Path:   William Davies --[(INV) written_by]--> Flushed Away --[written_by]--> Ian La Frenais
Path (Raw):       William Davies --[No Operation]--> William Davies --[(INV) written_by]--> Flushed Away --[written_by]--> Ian La Frenais
Neg LogProb(↓):   0.691011
Path Entropy(↓):  1.210750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by kurt frey
Start Entity:     Kurt Frey
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Kurt Frey --[(INV) written_by]--> Haunted Castle --[has_genre]--> Horror
Path (Raw):       Kurt Frey --[No Operation]--> Kurt Frey --[(INV) written_by]--> Haunted Castle --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film shoah
Start Entity:     Shoah
Gold Answer:      [['French', 'Yiddish', 'Hebrew', 'Polish', 'German']]
Predicted Ans:    French
Predicted Path:   Shoah --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Shoah --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   1.820474
Path Entropy(↓):  3.276367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of six of a kind starred who
Start Entity:     Six of a Kind
Gold Answer:      [['Bing Crosby', 'Garry Shandling', 'Walter Slezak', 'Harold Lloyd', 'Cary Grant', 'Annette Bening', 'Ginger Rogers', 'Katharine Hepburn', 'Maria Ouspenskaya', 'William Holden', 'Adolphe Menjou', 'Joanne Woodward', 'Warren Beatty', 'Zasu Pitts', 'Charles Laughton', 'Ingrid Bergman', 'Robert Walker', 'Beulah Bondi', 'Mary Boland', 'Paul Newman', 'Paul Frankeur', 'Laurent Terzieff', 'France Nuyen', 'Verree Teasdale', 'Barry Fitzgerald', 'Mae West', 'Johnny Mack Brown', 'Victor Moore', 'Charles Boyer', 'The Marx Brothers', 'Irene Dunne', 'Clifton Webb', 'Deborah Kerr']]
Predicted Ans:    Adolphe Menjou
Predicted Path:   Six of a Kind --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Path (Raw):       Six of a Kind --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Neg LogProb(↓):   0.731011
Path Entropy(↓):  1.322664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film last night were in which genres
Start Entity:     Last Night
Gold Answer:      [['Family', 'Music', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Last Night --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[has_genre]--> Action
Path (Raw):       Last Night --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[has_genre]--> Action
Neg LogProb(↓):   0.027310
Path Entropy(↓):  0.149404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was barbi benton an actor in
Start Entity:     Barbi Benton
Gold Answer:      [['Deathstalker']]
Predicted Ans:    Deathstalker
Predicted Path:   Barbi Benton --[(INV) starred_actors]--> Deathstalker --[starred_actors]--> Lana Clarkson --[(INV) starred_actors]--> Deathstalker
Path (Raw):       Barbi Benton --[(INV) starred_actors]--> Deathstalker --[starred_actors]--> Lana Clarkson --[(INV) starred_actors]--> Deathstalker
Neg LogProb(↓):   0.025072
Path Entropy(↓):  0.131545
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of in my country
Start Entity:     In My Country
Gold Answer:      [['Romance', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   In My Country --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[has_genre]--> Thriller
Path (Raw):       In My Country --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[has_genre]--> Thriller
Neg LogProb(↓):   0.952812
Path Entropy(↓):  1.449122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is carmen comes home
Start Entity:     Carmen Comes Home
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Carmen Comes Home --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Carmen Comes Home --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.099998
Path Entropy(↓):  4.416281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by yvette mimieux
Start Entity:     Yvette Mimieux
Gold Answer:      [['David Duncan', 'H.G. Wells', 'David Harper', 'Ranald MacDougall', 'Lillian Hellman', 'Wilbur Smith']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Yvette Mimieux --[(INV) starred_actors]--> Dark of the Sun --[written_by]--> Ranald MacDougall
Path (Raw):       Yvette Mimieux --[No Operation]--> Yvette Mimieux --[(INV) starred_actors]--> Dark of the Sun --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   0.702073
Path Entropy(↓):  1.411416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is paper planes
Start Entity:     Paper Planes
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Paper Planes --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       Paper Planes --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   0.275690
Path Entropy(↓):  0.696682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film alone in the dark ii
Start Entity:     Alone in the Dark II
Gold Answer:      [['RZA', 'Martin Campbell', 'John Gray', 'Jim Jarmusch', 'John Woo', 'Don Coscarelli', 'John Lafia', 'Stephen Bridgewater', 'Victor Salva']]
Predicted Ans:    Victor Salva
Predicted Path:   Alone in the Dark II --[starred_actors]--> Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Path (Raw):       Alone in the Dark II --[starred_actors]--> Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Neg LogProb(↓):   0.299630
Path Entropy(↓):  0.602384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the doors also starred in which movies
Start Entity:     The Doors
Gold Answer:      [['Thunderheart', 'French Kiss', 'Anastasia', 'Batman Forever', 'Swing Kids', 'Swimming with Sharks', 'Courage Under Fire', 'Streets of Blood', 'When Harry Met Sally...', 'Wonderland', 'D.O.A.', 'One Night Stand', 'Played', 'The Hidden', 'Heat', 'The Traveler', 'Addicted to Love', 'Promised Land', 'Against the Ropes', 'At First Sight', 'Blue Velvet', 'Joe Versus the Volcano', 'Tombstone', 'Kiss Kiss Bang Bang', 'Twixt', 'MacGruber', 'Showgirls', 'The Jimmy Show', 'Top Gun', 'Wings of Courage', 'Serious Moonlight', 'Hamlet', 'In the Cut', 'I.Q.', 'Miranda', 'The Real McCoy', 'True Romance', 'The Thaw', 'Career Opportunities', 'The Saint', 'Blood Out', 'The Island of Dr. Moreau', 'The Deal', 'Red Planet', 'Rich in Love', 'Blind Horizon', "You've Got Mail", 'Innerspace', 'Spartan', 'The Ghost and the Darkness', 'Hanging Up', 'Conspiracy', 'The Trigger Effect', 'Kill the Irishman', 'The Salton Sea', 'Willow', 'Proof of Life', 'When a Man Loves a Woman', 'Prelude to a Kiss', 'Real Genius', 'City of Angels']]
Predicted Ans:    Hamlet
Predicted Path:   The Doors --[starred_actors]--> Kyle MacLachlan --[(INV) starred_actors]--> Hamlet
Path (Raw):       The Doors --[starred_actors]--> Kyle MacLachlan --[No Operation]--> Kyle MacLachlan --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.852114
Path Entropy(↓):  0.948296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the school of flesh director release
Start Entity:     The School of Flesh
Gold Answer:      [['2000', '1964', '2009', '2015', '2012']]
Predicted Ans:    1964
Predicted Path:   The School of Flesh --[directed_by]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[release_year]--> 1964
Path (Raw):       The School of Flesh --[directed_by]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[release_year]--> 1964
Neg LogProb(↓):   0.763524
Path Entropy(↓):  1.556155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with libel
Start Entity:     Libel
Gold Answer:      [['Ben-Hur', 'Down Argentine Way', 'Kitty', 'Where Were You When the Lights Went Out?', 'The Winslow Boy', 'Rebecca of Sunnybrook Farm', 'I Thank a Fool']]
Predicted Ans:    Rebecca of Sunnybrook Farm
Predicted Path:   Libel --[written_by]--> Karl Tunberg --[(INV) written_by]--> Rebecca of Sunnybrook Farm
Path (Raw):       Libel --[written_by]--> Karl Tunberg --[(INV) written_by]--> Rebecca of Sunnybrook Farm --[No Operation]--> Rebecca of Sunnybrook Farm
Neg LogProb(↓):   1.202874
Path Entropy(↓):  1.765390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie lola were in which languages
Start Entity:     Lola
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Lola --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[in_language]--> French
Path (Raw):       Lola --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[in_language]--> French
Neg LogProb(↓):   0.016708
Path Entropy(↓):  0.107749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with philippe le guay
Start Entity:     Philippe Le Guay
Gold Answer:      [['Jérôme Tonnerre']]
Predicted Ans:    Jérôme Tonnerre
Predicted Path:   Philippe Le Guay --[(INV) written_by]--> The Women on the 6th Floor --[written_by]--> Jérôme Tonnerre
Path (Raw):       Philippe Le Guay --[No Operation]--> Philippe Le Guay --[(INV) written_by]--> The Women on the 6th Floor --[written_by]--> Jérôme Tonnerre
Neg LogProb(↓):   0.014686
Path Entropy(↓):  0.077433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of whisper of the heart starred who
Start Entity:     Whisper of the Heart
Gold Answer:      [['Chika Sakamoto', 'Noriko Hidaka', 'Hitoshi Takagi', 'Yuriko Ishida', 'Masami Nagasawa', 'Kappei Yamaguchi', 'Rei Sakuma', 'Minami Takayama', 'Keiko Takeshita', 'Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi', 'Sumi Shimamoto']]
Predicted Ans:    Sumi Shimamoto
Predicted Path:   Whisper of the Heart --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Path (Raw):       Whisper of the Heart --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Neg LogProb(↓):   0.113442
Path Entropy(↓):  0.474213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the steamroller and the violin
Start Entity:     The Steamroller and the Violin
Gold Answer:      [['Swedish', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   The Steamroller and the Violin --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Path (Raw):       The Steamroller and the Violin --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.000174
Path Entropy(↓):  0.001769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe adventures of zatoichi
Start Entity:     Adventures of Zatoichi
Gold Answer:      [['zatoichi', 'kimiyoshi yasuda']]
Predicted Ans:    kimiyoshi yasuda
Predicted Path:   Adventures of Zatoichi --[has_tags]--> kimiyoshi yasuda --[(INV) has_tags]--> Adventures of Zatoichi --[has_tags]--> kimiyoshi yasuda
Path (Raw):       Adventures of Zatoichi --[has_tags]--> kimiyoshi yasuda --[(INV) has_tags]--> Adventures of Zatoichi --[has_tags]--> kimiyoshi yasuda
Neg LogProb(↓):   0.139734
Path Entropy(↓):  0.387277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of a fish called wanda
Start Entity:     A Fish Called Wanda
Gold Answer:      [['Alec Guinness', 'George Relph', 'John Gregson', 'Harry H. Corbett', 'Alfie Bass', 'Stanley Holloway', 'Anne Heywood', 'Harry Fowler', 'Howard Keel', 'Mervyn Johns', 'Googie Withers', 'Peter Sellers']]
Predicted Ans:    Stanley Holloway
Predicted Path:   A Fish Called Wanda --[directed_by]--> Charles Crichton --[(INV) directed_by]--> The Titfield Thunderbolt --[starred_actors]--> Stanley Holloway
Path (Raw):       A Fish Called Wanda --[directed_by]--> Charles Crichton --[(INV) directed_by]--> The Titfield Thunderbolt --[starred_actors]--> Stanley Holloway
Neg LogProb(↓):   0.045372
Path Entropy(↓):  0.253941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the princess of montpensier
Start Entity:     The Princess of Montpensier
Gold Answer:      [['Bertrand Tavernier']]
Predicted Ans:    Bertrand Tavernier
Predicted Path:   The Princess of Montpensier --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> Death Watch --[directed_by]--> Bertrand Tavernier
Path (Raw):       The Princess of Montpensier --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> Death Watch --[directed_by]--> Bertrand Tavernier
Neg LogProb(↓):   0.339810
Path Entropy(↓):  0.899287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is plastic bag
Start Entity:     Plastic Bag
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Plastic Bag --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Path (Raw):       Plastic Bag --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Neg LogProb(↓):   0.727954
Path Entropy(↓):  1.374410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was mark tonderai the writer of
Start Entity:     Mark Tonderai
Gold Answer:      [['Hush']]
Predicted Ans:    Hush
Predicted Path:   Mark Tonderai --[(INV) written_by]--> Hush --[written_by]--> Mark Tonderai --[(INV) written_by]--> Hush
Path (Raw):       Mark Tonderai --[(INV) written_by]--> Hush --[written_by]--> Mark Tonderai --[(INV) written_by]--> Hush
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of fishtales
Start Entity:     Fishtales
Gold Answer:      [['Dead Calm', 'Sniper', 'The Phantom', 'Magic Man', 'House of 9', 'Absolon', 'Blood of Redemption', 'Memory', 'Survival Island']]
Predicted Ans:    Fishtales
Predicted Path:   Fishtales --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales
Path (Raw):       Fishtales --[starred_actors]--> Billy Zane --[No Operation]--> Billy Zane --[(INV) starred_actors]--> Fishtales
Neg LogProb(↓):   0.026232
Path Entropy(↓):  0.134840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movie the big picture
Start Entity:     The Big Picture
Gold Answer:      [['Eric Lartigau', 'Douglas Kennedy']]
Predicted Ans:    Christopher Guest
Predicted Path:   The Big Picture --[written_by]--> Christopher Guest --[(INV) written_by]--> For Your Consideration --[written_by]--> Christopher Guest
Path (Raw):       The Big Picture --[written_by]--> Christopher Guest --[(INV) written_by]--> For Your Consideration --[written_by]--> Christopher Guest
Neg LogProb(↓):   0.005280
Path Entropy(↓):  0.036198
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film the love guru released
Start Entity:     The Love Guru
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The Love Guru --[release_year]--> 2008 --[(INV) release_year]--> Adam Resurrected --[release_year]--> 2008
Path (Raw):       The Love Guru --[release_year]--> 2008 --[(INV) release_year]--> Adam Resurrected --[release_year]--> 2008
Neg LogProb(↓):   3.781842
Path Entropy(↓):  4.844153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie gabriela
Start Entity:     Gabriela
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Gabriela --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Gabriela --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.001438
Path Entropy(↓):  0.013331
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with will fetters
Start Entity:     Will Fetters
Gold Answer:      [['Nicholas Sparks', 'J. Mills Goodloe']]
Predicted Ans:    Nicholas Sparks
Predicted Path:   Will Fetters --[(INV) written_by]--> The Best of Me --[written_by]--> Nicholas Sparks
Path (Raw):       Will Fetters --[No Operation]--> Will Fetters --[(INV) written_by]--> The Best of Me --[written_by]--> Nicholas Sparks
Neg LogProb(↓):   0.000978
Path Entropy(↓):  0.008688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the uninvited director
Start Entity:     The Uninvited
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   The Uninvited --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited --[has_genre]--> Mystery
Path (Raw):       The Uninvited --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited --[has_genre]--> Mystery
Neg LogProb(↓):   0.386503
Path Entropy(↓):  0.784672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre is paradise in
Start Entity:     Paradise
Gold Answer:      [['Adventure', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Paradise --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Paradise --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   3.631478
Path Entropy(↓):  1.202481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with 9 in
Start Entity:     9
Gold Answer:      [['French', 'Persian', 'English', 'Finnish', 'Japanese', 'Italian', 'Armenian', 'German']]
Predicted Ans:    German
Predicted Path:   9 --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music --[in_language]--> German
Path (Raw):       9 --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music --[in_language]--> German
Neg LogProb(↓):   0.435632
Path Entropy(↓):  1.069510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by katie holmes fall under
Start Entity:     Katie Holmes
Gold Answer:      [['Romance', 'Fantasy', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Katie Holmes --[(INV) starred_actors]--> Go --[has_genre]--> Comedy
Path (Raw):       Katie Holmes --[No Operation]--> Katie Holmes --[(INV) starred_actors]--> Go --[has_genre]--> Comedy
Neg LogProb(↓):   0.103476
Path Entropy(↓):  0.326649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of coco before chanel
Start Entity:     Coco Before Chanel
Gold Answer:      [['Happenstance', 'Priceless', 'Hunting and Gathering', "God Is Great and I'm Not", 'Mood Indigo', 'Amélie', 'He Loves Me... He Loves Me Not', 'A Very Long Engagement', 'The Da Vinci Code']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   Coco Before Chanel --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code
Path (Raw):       Coco Before Chanel --[starred_actors]--> Audrey Tautou --[No Operation]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code
Neg LogProb(↓):   0.025022
Path Entropy(↓):  0.146809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of deep red
Start Entity:     Deep Red
Gold Answer:      [['Islands in the Stream', 'Power Play', 'The Walking Stick', 'Harlequin']]
Predicted Ans:    Islands in the Stream
Predicted Path:   Deep Red --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Islands in the Stream
Path (Raw):       Deep Red --[No Operation]--> Deep Red --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Islands in the Stream
Neg LogProb(↓):   0.083615
Path Entropy(↓):  0.295218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor richard long is a co - star of who
Start Entity:     Richard Long
Gold Answer:      [['Faith Domergue']]
Predicted Ans:    Faith Domergue
Predicted Path:   Richard Long --[(INV) starred_actors]--> Cult of the Cobra --[starred_actors]--> Faith Domergue
Path (Raw):       Richard Long --[No Operation]--> Richard Long --[(INV) starred_actors]--> Cult of the Cobra --[starred_actors]--> Faith Domergue
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by christopher macbride
Start Entity:     Christopher MacBride
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Christopher MacBride --[(INV) written_by]--> The Conspiracy --[has_genre]--> Thriller
Path (Raw):       Christopher MacBride --[No Operation]--> Christopher MacBride --[(INV) written_by]--> The Conspiracy --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of beach red also directed which films
Start Entity:     Beach Red
Gold Answer:      [['No Blade of Grass', 'The Naked Prey']]
Predicted Ans:    Beach Red
Predicted Path:   Beach Red --[directed_by]--> Cornel Wilde --[(INV) directed_by]--> Beach Red
Path (Raw):       Beach Red --[directed_by]--> Cornel Wilde --[(INV) directed_by]--> Beach Red --[No Operation]--> Beach Red
Neg LogProb(↓):   0.024974
Path Entropy(↓):  0.131539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies starred by gabriele ferzetti released
Start Entity:     Gabriele Ferzetti
Gold Answer:      [['1976', '1960']]
Predicted Ans:    1960
Predicted Path:   Gabriele Ferzetti --[(INV) starred_actors]--> L'Avventura --[release_year]--> 1960
Path (Raw):       Gabriele Ferzetti --[No Operation]--> Gabriele Ferzetti --[(INV) starred_actors]--> L'Avventura --[release_year]--> 1960
Neg LogProb(↓):   0.123686
Path Entropy(↓):  0.359582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in dark eyes
Start Entity:     Dark Eyes
Gold Answer:      [['Manoel de Oliveira', 'Pietro Germi', 'Robert Sheckley', 'George Tabori', 'Alfredo Giannetti', 'Roman Polanski', 'John Boorman', 'Ettore Scola', 'Mario Monicelli', 'Victor Trivas', 'Luchino Visconti', 'Elio Petri', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Michelangelo Antonioni', 'Ennio De Concini', 'Brunello Rondi', 'Marco Ferreri', 'Albert Camus']]
Predicted Ans:    Federico Fellini
Predicted Path:   Dark Eyes --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> 8½ --[written_by]--> Federico Fellini
Path (Raw):       Dark Eyes --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> 8½ --[written_by]--> Federico Fellini
Neg LogProb(↓):   0.780991
Path Entropy(↓):  2.066798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the reluctant debutante
Start Entity:     The Reluctant Debutante
Gold Answer:      [['George Cukor', 'John Cromwell', 'Cecil B. DeMille', 'Robert Clouse', 'Reginald Beck', 'Anthony Bushell', 'Delmer Daves', 'Henry Levin', 'Richard Fleischer', 'Bob Clark', 'Preston Sturges', 'David Lean', 'Carol Reed', 'Sidney J. Furie', 'Wes Craven', 'Henry Koster', 'John M. Stahl', 'Curtis Harrington', 'Douglas Sirk', 'David Miller', 'Henry Cornelius', 'Paul Wendkos', 'Gabriel Pascal', 'Howard Zieff', 'Robert Mulligan', 'Glen Morgan', 'Andrew V. McLaglen', 'Samuel Bayer', 'Eduardo Mignogna', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   The Reluctant Debutante --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       The Reluctant Debutante --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.774878
Path Entropy(↓):  1.218357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the heiress actors
Start Entity:     The Heiress
Gold Answer:      [['French', 'German']]
Predicted Ans:    michael curtiz
Predicted Path:   The Heiress --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Dodge City --[has_tags]--> michael curtiz
Path (Raw):       The Heiress --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Dodge City --[has_tags]--> michael curtiz
Neg LogProb(↓):   0.809572
Path Entropy(↓):  1.850906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for dakota
Start Entity:     Dakota
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Dakota --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Dakota --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   0.849393
Path Entropy(↓):  2.402673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by carlos diegues starred who
Start Entity:     Carlos Diegues
Gold Answer:      [['Patrícia França', 'Murilo Benício', 'Antônio Fagundes', 'Toni Garrido']]
Predicted Ans:    Murilo Benício
Predicted Path:   Carlos Diegues --[(INV) written_by]--> Orfeu --[starred_actors]--> Murilo Benício
Path (Raw):       Carlos Diegues --[No Operation]--> Carlos Diegues --[(INV) written_by]--> Orfeu --[starred_actors]--> Murilo Benício
Neg LogProb(↓):   0.014469
Path Entropy(↓):  0.089256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of miami blues
Start Entity:     Miami Blues
Gold Answer:      [['1972', '1997', '2004']]
Predicted Ans:    2004
Predicted Path:   Miami Blues --[directed_by]--> George Armitage --[(INV) directed_by]--> The Big Bounce --[release_year]--> 2004
Path (Raw):       Miami Blues --[directed_by]--> George Armitage --[(INV) directed_by]--> The Big Bounce --[release_year]--> 2004
Neg LogProb(↓):   0.357821
Path Entropy(↓):  0.815158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by gail carson levine
Start Entity:     Gail Carson Levine
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Gail Carson Levine --[(INV) written_by]--> Ella Enchanted --[release_year]--> 2004
Path (Raw):       Gail Carson Levine --[No Operation]--> Gail Carson Levine --[(INV) written_by]--> Ella Enchanted --[release_year]--> 2004
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the east
Start Entity:     The East
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The East --[starred_actors]--> Alexander Skarsgård --[(INV) starred_actors]--> The East --[has_genre]--> Thriller
Path (Raw):       The East --[starred_actors]--> Alexander Skarsgård --[(INV) starred_actors]--> The East --[has_genre]--> Thriller
Neg LogProb(↓):   0.446166
Path Entropy(↓):  1.143521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david mingay were directed by who
Start Entity:     David Mingay
Gold Answer:      [['Jack Hazan']]
Predicted Ans:    Jack Hazan
Predicted Path:   David Mingay --[(INV) directed_by]--> Rude Boy --[directed_by]--> Jack Hazan
Path (Raw):       David Mingay --[No Operation]--> David Mingay --[(INV) directed_by]--> Rude Boy --[directed_by]--> Jack Hazan
Neg LogProb(↓):   0.018920
Path Entropy(↓):  0.103461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie blaze were in which genres
Start Entity:     Blaze
Gold Answer:      [['Romance', 'Sport', 'Drama', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Blaze --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Hollywood Homicide --[has_genre]--> Comedy
Path (Raw):       Blaze --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Hollywood Homicide --[has_genre]--> Comedy
Neg LogProb(↓):   0.924739
Path Entropy(↓):  1.406197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film billion dollar brain released
Start Entity:     Billion Dollar Brain
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Billion Dollar Brain --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Path (Raw):       Billion Dollar Brain --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Neg LogProb(↓):   1.857826
Path Entropy(↓):  3.220570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor paul massie co - starred with who
Start Entity:     Paul Massie
Gold Answer:      [['Lillian Gish', 'Eddie Albert', 'Robert Morley', 'Dirk Bogarde', 'Olivia de Havilland']]
Predicted Ans:    Dirk Bogarde
Predicted Path:   Paul Massie --[(INV) starred_actors]--> Libel --[starred_actors]--> Dirk Bogarde
Path (Raw):       Paul Massie --[No Operation]--> Paul Massie --[(INV) starred_actors]--> Libel --[starred_actors]--> Dirk Bogarde
Neg LogProb(↓):   0.019305
Path Entropy(↓):  0.097184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe the blue dahlia
Start Entity:     The Blue Dahlia
Gold Answer:      [['george marshall']]
Predicted Ans:    george marshall
Predicted Path:   The Blue Dahlia --[has_tags]--> george marshall --[(INV) has_tags]--> The Gazebo --[has_tags]--> george marshall
Path (Raw):       The Blue Dahlia --[has_tags]--> george marshall --[(INV) has_tags]--> The Gazebo --[has_tags]--> george marshall
Neg LogProb(↓):   0.382952
Path Entropy(↓):  0.860328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with knockaround guys in
Start Entity:     Knockaround Guys
Gold Answer:      [['Russian', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Knockaround Guys --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> Los Bandoleros --[in_language]--> Spanish
Path (Raw):       Knockaround Guys --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> Los Bandoleros --[in_language]--> Spanish
Neg LogProb(↓):   0.001792
Path Entropy(↓):  0.014608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by marc allegret released
Start Entity:     Marc Allégret
Gold Answer:      [['1961', '1934', '1951', '1932']]
Predicted Ans:    1961
Predicted Path:   Marc Allégret --[(INV) directed_by]--> Fanny --[release_year]--> 1961
Path (Raw):       Marc Allégret --[No Operation]--> Marc Allégret --[(INV) directed_by]--> Fanny --[release_year]--> 1961
Neg LogProb(↓):   0.255780
Path Entropy(↓):  0.611895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director norberto barba
Start Entity:     Norberto Barba
Gold Answer:      [['Mario Van Peebles', 'William Sadler', 'Barry Corbin', 'Annie Clark']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   Norberto Barba --[(INV) directed_by]--> Solo --[starred_actors]--> Mario Van Peebles
Path (Raw):       Norberto Barba --[No Operation]--> Norberto Barba --[(INV) directed_by]--> Solo --[starred_actors]--> Mario Van Peebles
Neg LogProb(↓):   0.017321
Path Entropy(↓):  0.109516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in don quixote
Start Entity:     Don Quixote
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Don Quixote --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Path (Raw):       Don Quixote --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Neg LogProb(↓):   0.428022
Path Entropy(↓):  0.927494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by love don't cost a thing actors
Start Entity:     Love Don't Cost a Thing
Gold Answer:      [['Charles Stone III', 'Jonathan Liebesman', 'Neil Abramson', 'Marcos Siega']]
Predicted Ans:    Marcos Siega
Predicted Path:   Love Don't Cost a Thing --[starred_actors]--> Nick Cannon --[(INV) starred_actors]--> Underclassman --[directed_by]--> Marcos Siega
Path (Raw):       Love Don't Cost a Thing --[starred_actors]--> Nick Cannon --[(INV) starred_actors]--> Underclassman --[directed_by]--> Marcos Siega
Neg LogProb(↓):   0.003575
Path Entropy(↓):  0.026500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote this world, then the fireworks
Start Entity:     This World, Then the Fireworks
Gold Answer:      [['1972', '1990', '2010', '1994', '1979', '1956']]
Predicted Ans:    1972
Predicted Path:   This World, Then the Fireworks --[written_by]--> Jim Thompson --[(INV) written_by]--> The Getaway --[release_year]--> 1972
Path (Raw):       This World, Then the Fireworks --[written_by]--> Jim Thompson --[(INV) written_by]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   1.113557
Path Entropy(↓):  1.471635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie mean girls
Start Entity:     Mean Girls
Gold Answer:      [['Thomas Bezucha', 'Gail Parent', 'Dyan Sheldon', 'I. Marlene King', 'Woody Allen', 'Jean Hanff Korelitz', 'Charles Shyer', 'Jerry Lewis', 'Matthew Michael Carnahan', 'Lara Shapiro', 'Erich Kästner', 'Nancy Meyers', 'Aline Brosh McKenna', 'James Bobin', 'Nicholas Stoller', 'Mary Rodgers', 'Alain Corneau', 'Richard Curtis', 'Bret Easton Ellis', 'Michael McCullers', 'Tony Gilroy', 'Howard J. Green', 'Tim Meadows', 'Terrence Malick', 'David Swift', 'Brian De Palma', 'Billy Ray']]
Predicted Ans:    I. Marlene King
Predicted Path:   Mean Girls --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[written_by]--> I. Marlene King
Path (Raw):       Mean Girls --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[written_by]--> I. Marlene King
Neg LogProb(↓):   0.001335
Path Entropy(↓):  0.012244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by allen garfield
Start Entity:     Allen Garfield
Gold Answer:      [['1983', '1974', '1978']]
Predicted Ans:    1974
Predicted Path:   Allen Garfield --[(INV) starred_actors]--> The Conversation --[release_year]--> 1974
Path (Raw):       Allen Garfield --[No Operation]--> Allen Garfield --[(INV) starred_actors]--> The Conversation --[release_year]--> 1974
Neg LogProb(↓):   0.268975
Path Entropy(↓):  0.796654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by sam levinson
Start Entity:     Sam Levinson
Gold Answer:      [['Ellen Burstyn', 'Demi Moore', 'Ezra Miller', 'Ellen Barkin']]
Predicted Ans:    Demi Moore
Predicted Path:   Sam Levinson --[(INV) written_by]--> Another Happy Day --[starred_actors]--> Demi Moore
Path (Raw):       Sam Levinson --[No Operation]--> Sam Levinson --[(INV) written_by]--> Another Happy Day --[starred_actors]--> Demi Moore
Neg LogProb(↓):   0.212770
Path Entropy(↓):  0.489003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie king ralph are directed by who
Start Entity:     King Ralph
Gold Answer:      [['Walter Hill', 'George Cukor', 'John Boulting', 'Peter Glenville', 'John Musker', 'Mike Nichols', 'Ron Clements', 'Jeremy Thomas', 'Taylor Hackford', 'Richard Kwietniowski', 'Frank Marshall', 'Martin Scorsese', 'Anthony Harvey', 'Dan Scanlon', 'John Erman', 'David Silverman', 'Sylvie Verheyde', 'David Caesar', 'Bob Clark', 'Richard Fleischer', 'Paul Schibli', 'David Lean', 'Dexter Fletcher', 'Ralph Bakshi', 'Jack Hofsiss', 'Ethan Coen', 'Billy Bob Thornton', 'Richard Benjamin', 'David Lynch', 'David Byrne', 'Matt Aselton', 'Ben Affleck', 'Jim McBride', 'Ken Annakin', 'David Kendall', 'Jack Gold', 'Harold Becker', 'Malcolm Venville', 'Anatole Litvak', 'Jonathan Lynn', 'Tomas Alfredson', 'Ivan Passer', 'Bryan Gordon', 'Michael Cimino', 'Bernardo Bertolucci', 'Joe Dante', 'Neil Jordan', 'Richard Rush', 'Roger Michell', 'Gregory Hoblit', 'Steven Spielberg', 'Harold Ramis', 'Luis Mandoki', 'Álex de la Iglesia', 'Brett Ratner', 'Glenn Jordan', 'Peter Yates', 'Pete Docter', 'Sönke Wortmann', 'Delbert Mann', 'Martin Rosen', 'John Guillermin', 'Larry Charles', 'Brian Levant', 'William Wyler', 'Lee Unkrich', 'Richard Brooks', 'Joe Chappelle', 'Joel Coen', 'Michael Radford', 'Max Lang', 'Sam Peckinpah', 'Jeannot Szwarc', 'Jakob Schuh', 'Elia Kazan', 'Arthur Hiller']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   King Ralph --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[directed_by]--> Álex de la Iglesia
Path (Raw):       King Ralph --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[directed_by]--> Álex de la Iglesia
Neg LogProb(↓):   1.010284
Path Entropy(↓):  2.323473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the man who laughs is also the director of which films
Start Entity:     The Man Who Laughs
Gold Answer:      [['The Cat and the Canary', 'Hintertreppe', 'Waxworks']]
Predicted Ans:    Waxworks
Predicted Path:   The Man Who Laughs --[directed_by]--> Paul Leni --[(INV) directed_by]--> Waxworks
Path (Raw):       The Man Who Laughs --[No Operation]--> The Man Who Laughs --[directed_by]--> Paul Leni --[(INV) directed_by]--> Waxworks
Neg LogProb(↓):   0.238257
Path Entropy(↓):  0.695492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in amazon women on the moon
Start Entity:     Amazon Women on the Moon
Gold Answer:      [['1988', '1987']]
Predicted Ans:    1988
Predicted Path:   Amazon Women on the Moon --[starred_actors]--> Arsenio Hall --[(INV) starred_actors]--> Coming to America --[release_year]--> 1988
Path (Raw):       Amazon Women on the Moon --[starred_actors]--> Arsenio Hall --[(INV) starred_actors]--> Coming to America --[release_year]--> 1988
Neg LogProb(↓):   0.794798
Path Entropy(↓):  1.101586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the specials
Start Entity:     The Specials
Gold Answer:      [['Craig Mazin']]
Predicted Ans:    Craig Mazin
Predicted Path:   The Specials --[directed_by]--> Craig Mazin --[(INV) directed_by]--> Superhero Movie --[directed_by]--> Craig Mazin
Path (Raw):       The Specials --[directed_by]--> Craig Mazin --[(INV) directed_by]--> Superhero Movie --[directed_by]--> Craig Mazin
Neg LogProb(↓):   0.023445
Path Entropy(↓):  0.110142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote redbelt
Start Entity:     Redbelt
Gold Answer:      [['1946', '1992', '1998', '2004', '1982', '1994', '2014', '1948', '2001', '1996', '1981', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1991
Predicted Path:   Redbelt --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[release_year]--> 1991
Path (Raw):       Redbelt --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[release_year]--> 1991
Neg LogProb(↓):   1.072513
Path Entropy(↓):  2.121741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in two much
Start Entity:     Two Much
Gold Answer:      [['Romance', 'Music', 'Sport', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Two Much --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Path (Raw):       Two Much --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Neg LogProb(↓):   1.093782
Path Entropy(↓):  1.707675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by mike o'connell
Start Entity:     Mike O'Connell
Gold Answer:      [['Jim Gaffigan']]
Predicted Ans:    Mike O'Connell
Predicted Path:   Mike O'Connell --[(INV) written_by]--> The Living Wake --[starred_actors]--> Mike O'Connell
Path (Raw):       Mike O'Connell --[No Operation]--> Mike O'Connell --[(INV) written_by]--> The Living Wake --[starred_actors]--> Mike O'Connell
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does matt price star in
Start Entity:     Matt Price
Gold Answer:      [['Melvin Goes to Dinner']]
Predicted Ans:    Melvin Goes to Dinner
Predicted Path:   Matt Price --[(INV) starred_actors]--> Melvin Goes to Dinner --[starred_actors]--> Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner
Path (Raw):       Matt Price --[(INV) starred_actors]--> Melvin Goes to Dinner --[starred_actors]--> Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner
Neg LogProb(↓):   0.082444
Path Entropy(↓):  0.304896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in major league
Start Entity:     Major League
Gold Answer:      [['Danish', 'Korean']]
Predicted Ans:    Korean
Predicted Path:   Major League --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Path (Raw):       Major League --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.454592
Path Entropy(↓):  0.657266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by rei sakuma released
Start Entity:     Rei Sakuma
Gold Answer:      [['2014', '1989']]
Predicted Ans:    2014
Predicted Path:   Rei Sakuma --[(INV) starred_actors]--> Kiki's Delivery Service --[release_year]--> 2014
Path (Raw):       Rei Sakuma --[No Operation]--> Rei Sakuma --[(INV) starred_actors]--> Kiki's Delivery Service --[release_year]--> 2014
Neg LogProb(↓):   0.455381
Path Entropy(↓):  0.656681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film equinox
Start Entity:     Equinox
Gold Answer:      [['1992']]
Predicted Ans:    1970
Predicted Path:   Equinox --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Path (Raw):       Equinox --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Neg LogProb(↓):   3.082459
Path Entropy(↓):  4.632733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you name a film directed by emanuele crialese
Start Entity:     Emanuele Crialese
Gold Answer:      [['Respiro', 'Terraferma']]
Predicted Ans:    Respiro
Predicted Path:   Emanuele Crialese --[(INV) directed_by]--> Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Respiro
Path (Raw):       Emanuele Crialese --[(INV) directed_by]--> Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Respiro
Neg LogProb(↓):   0.233419
Path Entropy(↓):  0.583352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film winter passing
Start Entity:     Winter Passing
Gold Answer:      [['Jeff Stockwell', 'David Paterson', 'Katherine Paterson', 'Martin Hynes', 'Adam Nagata', 'Matt Aselton', 'Chris Buck', 'Ash Brannon', 'Stephen Berra', 'Stephen Gaghan', 'Paul Schneider', 'David Gordon Green']]
Predicted Ans:    Adam Nagata
Predicted Path:   Winter Passing --[starred_actors]--> Zooey Deschanel --[(INV) starred_actors]--> Gigantic --[written_by]--> Adam Nagata
Path (Raw):       Winter Passing --[starred_actors]--> Zooey Deschanel --[(INV) starred_actors]--> Gigantic --[written_by]--> Adam Nagata
Neg LogProb(↓):   0.151885
Path Entropy(↓):  0.574346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of nicholas d'agosto
Start Entity:     Nicholas D'Agosto
Gold Answer:      [['Miles Fisher', 'Emma Bell', 'Anna Kendrick', 'Eric Christian Olsen']]
Predicted Ans:    Anna Kendrick
Predicted Path:   Nicholas D'Agosto --[(INV) starred_actors]--> Rocket Science --[starred_actors]--> Anna Kendrick
Path (Raw):       Nicholas D'Agosto --[No Operation]--> Nicholas D'Agosto --[(INV) starred_actors]--> Rocket Science --[starred_actors]--> Anna Kendrick
Neg LogProb(↓):   0.470984
Path Entropy(↓):  0.682923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the five man army
Start Entity:     The Five Man Army
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Five Man Army --[directed_by]--> Don Taylor --[(INV) directed_by]--> The Island of Dr. Moreau --[has_genre]--> Horror
Path (Raw):       The Five Man Army --[directed_by]--> Don Taylor --[(INV) directed_by]--> The Island of Dr. Moreau --[has_genre]--> Horror
Neg LogProb(↓):   0.137059
Path Entropy(↓):  0.383181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie equinox are directed by who
Start Entity:     Equinox
Gold Answer:      [['Walter Hill', 'Carlo Carlei', 'John Schlesinger', 'Renny Harlin', 'Ted Kotcheff', 'Ron Underwood', 'Jonathan Demme', 'Robert Altman', 'Michael Apted', 'Martin Campbell', 'Thom Eberhardt', 'Stanley Kubrick', 'Noel Black', 'Alan Rudolph', 'Alan Parker', 'Abel Ferrara', 'Andrew Davis', 'Carroll Ballard', 'Tom Holland', 'Sam Weisman', 'Jim Abrahams', 'Andrew Fleming', 'Tom DiCillo']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Equinox --[starred_actors]--> Barbara Hewitt --[(INV) starred_actors]--> Equinox --[directed_by]--> Alan Rudolph
Path (Raw):       Equinox --[starred_actors]--> Barbara Hewitt --[(INV) starred_actors]--> Equinox --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   0.167190
Path Entropy(↓):  0.597588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by undisputed actors
Start Entity:     Undisputed
Gold Answer:      [['Philip Kaufman', 'Robert Clouse', 'James B. Harris', 'Priscilla Chapman', 'John Hartwell', 'Ron Shelton', 'Andrew Goth', 'Michael Crichton', 'Spike Lee', 'Mark Bomback', 'David S. Goyer', 'Carl Hiaasen', 'Tony Giglio', 'Joe Connelly', 'Roy Huggins', 'Mario Van Peebles', 'Peter Abrahams', 'Michael Jackson', 'Patricia Hearst', 'Alvin Moscow', 'Takeshi Kitano', 'George A. Romero', 'Andrew Bergman', 'David DeFalco', 'Paul Schrader', 'Keoni Waxman', 'Coline Serreau', 'James Gunn', 'Michael Backes', 'Bob Randall', 'Mike Figgis', 'John Pogue']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Undisputed --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> Takeshi Kitano
Path (Raw):       Undisputed --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> Takeshi Kitano
Neg LogProb(↓):   0.659058
Path Entropy(↓):  1.498484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by jacob the liar writers
Start Entity:     Jacob the Liar
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Jacob the Liar
Predicted Path:   Jacob the Liar --[written_by]--> Jurek Becker --[(INV) written_by]--> Jacob the Liar
Path (Raw):       Jacob the Liar --[written_by]--> Jurek Becker --[(INV) written_by]--> Jacob the Liar --[No Operation]--> Jacob the Liar
Neg LogProb(↓):   0.077567
Path Entropy(↓):  0.321351
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie the mexican
Start Entity:     The Mexican
Gold Answer:      [['Mike Newell', 'Stephen Frears', 'Ryan Murphy', 'Fritz Lang', 'Joe Roth', 'Joseph Ruben', 'Edward Zwick', 'Mike Nichols', 'Lasse Hallström', 'Bennett Miller', 'Quentin Tarantino', 'Alan J. Pakula', 'Ralph Bakshi', 'Tony Scott', 'Donald Petrie', 'Richard Donner', 'Ethan Coen', 'Robert Redford', 'Charles Shyer', 'S. Sylvan Simon', 'Tom McGrath', 'Marc Forster', 'Joel Schumacher', 'Steven Soderbergh', 'Roger Michell', 'Dominic Sena', 'P.J. Hogan', 'Steven Spielberg', 'Garry Marshall', 'Tony Gilroy', 'Andrew Dominik', 'Martin Brest', 'Tarsem Singh', 'David Ayer', 'David Fincher', 'Terrence Malick', 'John A. Davis', 'Chris Columbus', 'Eli Roth', 'Tom DiCillo']]
Predicted Ans:    Terrence Malick
Predicted Path:   The Mexican --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Path (Raw):       The Mexican --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Neg LogProb(↓):   0.156915
Path Entropy(↓):  0.637726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie blood alley, when was it released
Start Entity:     Blood Alley
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Blood Alley --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       Blood Alley --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   2.584000
Path Entropy(↓):  3.855017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by only the lonely actors release
Start Entity:     Only the Lonely
Gold Answer:      [['1944', '1959', '1993', '2006', '1985', '1941', '1984', '2007', '1998', '1963', '1939', '1957', '1982', '1953', '1947', '1994', '1956', '1943', '1983', '1995', '1948', '1990', '1989', '1942', '1940', '1996', '1961', '1955', '1962', '1988', '1949', '1997', '1966', '1950', '1991', '1945', '1987', '1986', '1952']]
Predicted Ans:    1950
Predicted Path:   Only the Lonely --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> Rio Grande --[release_year]--> 1950
Path (Raw):       Only the Lonely --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> Rio Grande --[release_year]--> 1950
Neg LogProb(↓):   1.688020
Path Entropy(↓):  3.111089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about bobsled
Start Entity:     bobsled
Gold Answer:      [['Cool Runnings']]
Predicted Ans:    Life and Debt
Predicted Path:   bobsled --[(INV) has_tags]--> Cool Runnings --[has_tags]--> jamaica --[(INV) has_tags]--> Life and Debt
Path (Raw):       bobsled --[(INV) has_tags]--> Cool Runnings --[has_tags]--> jamaica --[(INV) has_tags]--> Life and Debt
Neg LogProb(↓):   0.075092
Path Entropy(↓):  0.338994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of hollywood homicide
Start Entity:     Hollywood Homicide
Gold Answer:      [['Don Johnson', 'Trey Wilson', 'Rene Russo', 'Nick Nolte', 'Paul Newman', 'Woody Harrelson', 'Antonio Banderas', 'Tim Robbins', 'Lolita Davidovich', 'Wesley Snipes', 'Tom Sizemore', 'Susan Sarandon', 'Kurt Russell', 'Kevin Costner', 'Robin Williams', 'Cheech Marin', 'Tommy Lee Jones']]
Predicted Ans:    Kevin Costner
Predicted Path:   Hollywood Homicide --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[starred_actors]--> Kevin Costner
Path (Raw):       Hollywood Homicide --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[starred_actors]--> Kevin Costner
Neg LogProb(↓):   0.847101
Path Entropy(↓):  1.363638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by mike white in
Start Entity:     Mike White
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mike White --[(INV) directed_by]--> Year of the Dog --[has_genre]--> Comedy
Path (Raw):       Mike White --[No Operation]--> Mike White --[(INV) directed_by]--> Year of the Dog --[has_genre]--> Comedy
Neg LogProb(↓):   0.411155
Path Entropy(↓):  0.640131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed prisoners
Start Entity:     Prisoners
Gold Answer:      [['Drama', 'War', 'Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Prisoners --[directed_by]--> Denis Villeneuve --[(INV) directed_by]--> Enemy --[has_genre]--> Thriller
Path (Raw):       Prisoners --[directed_by]--> Denis Villeneuve --[(INV) directed_by]--> Enemy --[has_genre]--> Thriller
Neg LogProb(↓):   0.344059
Path Entropy(↓):  0.605097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the prince and the pauper released
Start Entity:     The Prince and the Pauper
Gold Answer:      [['1937']]
Predicted Ans:    1990
Predicted Path:   The Prince and the Pauper --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       The Prince and the Pauper --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.516710
Path Entropy(↓):  4.235845
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie algiers
Start Entity:     Algiers
Gold Answer:      [['1946', '1944', '1936', '1967', '1941', '1968', '1939', '1994', '1943', '1983', '1948', '1942', '1940', '1938', '1996', '2002', '1961', '1934', '1949', '1952', '1945', '1986', '1937', '1958']]
Predicted Ans:    1940
Predicted Path:   Algiers --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[release_year]--> 1940
Path (Raw):       Algiers --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[release_year]--> 1940
Neg LogProb(↓):   0.968656
Path Entropy(↓):  1.173330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by frank capra
Start Entity:     Frank Capra
Gold Answer:      [['Bing Crosby', 'Edward Arnold', 'Jack Holt', 'Cary Grant', 'Gary Cooper', 'James Stewart', 'Claude Rains', 'Katharine Hepburn', 'Ralph Bellamy', 'Liv Ullmann', 'Sally Kellerman', 'Craig Roberts', 'Yasmin Paige', 'Myrna Loy', 'Jack Carson', 'Barbara Stanwyck', 'Priscilla Lane', 'Adolphe Menjou', 'Ralph Graves', 'Raymond Massey', 'Robert Williams', 'Bette Davis', 'Joe Cook', 'Noah Taylor', 'Lionel Barrymore', 'Walter Connolly', 'Claudette Colbert', 'Louise Fazenda', 'Walter Huston', 'Edward G. Robinson', 'Glenn Ford', 'Carolyn Jones', 'Nils Asther', 'Loretta Young', 'Paddy Considine', 'Clark Gable', 'Jean Harlow', 'David Manners', 'Sam Hardy', 'Warner Baxter', 'George Kennedy', 'Harry Langdon', 'Frank Sinatra', 'Spencer Tracy', 'Fay Wray', 'Jean Arthur', 'Jane Wyman', 'Eleanor Parker', 'Peter Finch']]
Predicted Ans:    Liv Ullmann
Predicted Path:   Frank Capra --[(INV) directed_by]--> Lost Horizon --[starred_actors]--> Liv Ullmann
Path (Raw):       Frank Capra --[No Operation]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[starred_actors]--> Liv Ullmann
Neg LogProb(↓):   0.748139
Path Entropy(↓):  1.571481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by liane balaban
Start Entity:     Liane Balaban
Gold Answer:      [['1999', '2013']]
Predicted Ans:    1999
Predicted Path:   Liane Balaban --[(INV) starred_actors]--> New Waterford Girl --[release_year]--> 1999
Path (Raw):       Liane Balaban --[No Operation]--> Liane Balaban --[(INV) starred_actors]--> New Waterford Girl --[release_year]--> 1999
Neg LogProb(↓):   0.085751
Path Entropy(↓):  0.284055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of dead presidents also directed which films
Start Entity:     Dead Presidents
Gold Answer:      [['Broken City']]
Predicted Ans:    Dead Presidents
Predicted Path:   Dead Presidents --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents
Path (Raw):       Dead Presidents --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[No Operation]--> Dead Presidents
Neg LogProb(↓):   0.606430
Path Entropy(↓):  0.691206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films starred by barry ward
Start Entity:     Barry Ward
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Barry Ward --[(INV) starred_actors]--> Jimmy's Hall --[release_year]--> 2014
Path (Raw):       Barry Ward --[No Operation]--> Barry Ward --[(INV) starred_actors]--> Jimmy's Hall --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of before the devil knows you're dead
Start Entity:     Before the Devil Knows You're Dead
Gold Answer:      [['Explorers', "What Doesn't Kill You", 'Gattaca', 'Great Expectations', 'A Man of No Importance', 'Wolfen', 'Flawless', 'The Wrestler', 'The Purge', 'Only You', 'Danika', 'White Fang', 'Inescapable', 'Tape', 'The Paper', 'Capote', 'Slums of Beverly Hills', 'The Run of the Country', 'Love Liza', 'Before Sunrise', 'Big Fish', "Charlie Wilson's War", 'Doubt', 'Annie', 'A Most Wanted Man', 'Assault on Precinct 13', 'Unhook the Stars', 'The Ides of March', 'The Jimmy Show', 'Untamed Heart', 'A Good Year', 'The Newton Boys', 'Jack Goes Boating', 'Parental Guidance', 'Shoot the Moon', 'Murder on the Orient Express', 'Under the Volcano', 'The Watcher', 'Scrooge', 'Reality Bites', 'Hamlet', 'The Guru', 'Mystery Date', 'The Perez Family', 'Owning Mahowny', 'My Cousin Vinny', 'Getaway', 'Before Sunset', 'Taking Lives', "Brooklyn's Finest", 'Happy Accidents', 'Alive', 'Rich in Love', 'The Browning Version', 'A Midnight Clear', 'Synecdoche, New York', 'The Rewrite', 'Gumshoe', 'The Woman in the Fifth', 'Sinister', 'Mary and Max', "God's Pocket", 'The Playboys', 'The Dresser', 'The Lincoln Lawyer', 'The Savages', 'Before Midnight', 'Cyrus', 'Training Day', 'Looker', 'Two for the Road', 'Predestination', 'In the Bedroom', 'Saturday Night and Sunday Morning']]
Predicted Ans:    1964
Predicted Path:   Before the Devil Knows You're Dead --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Path (Raw):       Before the Devil Knows You're Dead --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   1.001386
Path Entropy(↓):  3.140354
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by dennis dugan
Start Entity:     Dennis Dugan
Gold Answer:      [['Mark Twain']]
Predicted Ans:    Mark Twain
Predicted Path:   Dennis Dugan --[(INV) starred_actors]--> Unidentified Flying Oddball --[written_by]--> Mark Twain
Path (Raw):       Dennis Dugan --[No Operation]--> Dennis Dugan --[(INV) starred_actors]--> Unidentified Flying Oddball --[written_by]--> Mark Twain
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by war actors
Start Entity:     War
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'History', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   War --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Romeo Must Die --[has_genre]--> Action
Path (Raw):       War --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Romeo Must Die --[has_genre]--> Action
Neg LogProb(↓):   1.187399
Path Entropy(↓):  2.111227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of richard attenborough
Start Entity:     Richard Attenborough
Gold Answer:      [['John Gielgud', 'Flora Robson', 'Ian Carmichael', 'Roger Livesey', 'James Stewart', 'Dylan McDermott', 'Anthony Hopkins', 'Glenn Close', 'Candice Bergen', 'Nicol Williamson', 'John Hurt', 'William Hartnell', 'Alan Bates', 'Sam Shepard', 'John Leyton', 'Michael Craig', 'Penny Downie', 'Oliver Ford Davies', 'Ethan Hawke', 'David Tennant', 'Sam Riley', 'James Garner', 'Rex Harrison', 'Elizabeth Perkins', 'Diane Venora', 'Patrick Stewart', 'Paul Scofield', 'Richard Crenna', 'John Wayne', 'Helen Mirren', 'Jack Hawkins', 'Samantha Eggar', 'Anthony Newley', 'Kyle MacLachlan', 'Judy Geeson', 'Marianne Faithfull', 'Hardy Krüger', 'Andrea Riseborough', 'John Payne', 'Hermione Baddeley', 'Edmund Gwenn', "Maureen O'Hara", 'Steve McQueen', 'Mel Gibson', 'Derek Jacobi', 'Judy Parfitt', 'Peter Finch', 'Nigel Patrick', 'Peter Sellers']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Richard Attenborough --[(INV) starred_actors]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Richard Attenborough --[No Operation]--> Richard Attenborough --[(INV) starred_actors]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   0.346974
Path Entropy(↓):  1.243665
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the prince of tides
Start Entity:     The Prince of Tides
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Prince of Tides --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[has_genre]--> Drama
Path (Raw):       The Prince of Tides --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[has_genre]--> Drama
Neg LogProb(↓):   0.063949
Path Entropy(↓):  0.263810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by michael ian black
Start Entity:     Michael Ian Black
Gold Answer:      [['Jason Biggs', 'Isla Fisher']]
Predicted Ans:    Isla Fisher
Predicted Path:   Michael Ian Black --[(INV) directed_by]--> Wedding Daze --[starred_actors]--> Isla Fisher
Path (Raw):       Michael Ian Black --[No Operation]--> Michael Ian Black --[(INV) directed_by]--> Wedding Daze --[starred_actors]--> Isla Fisher
Neg LogProb(↓):   0.618664
Path Entropy(↓):  0.690162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film rob roy
Start Entity:     Rob Roy
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Rob Roy --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Rob Roy --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.423592
Path Entropy(↓):  2.347344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Akira kurosawa directed films together with who
Start Entity:     Akira Kurosawa
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   Akira Kurosawa --[(INV) directed_by]--> Ran --[directed_by]--> Akira Kurosawa
Path (Raw):       Akira Kurosawa --[No Operation]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[directed_by]--> Akira Kurosawa
Neg LogProb(↓):   0.562427
Path Entropy(↓):  1.328217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What film did sam pillsbury write
Start Entity:     Sam Pillsbury
Gold Answer:      [['Where the Red Fern Grows']]
Predicted Ans:    Where the Red Fern Grows
Predicted Path:   Sam Pillsbury --[(INV) written_by]--> Where the Red Fern Grows --[written_by]--> Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows
Path (Raw):       Sam Pillsbury --[(INV) written_by]--> Where the Red Fern Grows --[written_by]--> Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows
Neg LogProb(↓):   1.463265
Path Entropy(↓):  1.650420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with sajid khan
Start Entity:     Sajid Khan
Gold Answer:      [['Sajid', 'Sajid Nadiadwala']]
Predicted Ans:    Sajid Khan
Predicted Path:   Sajid Khan --[(INV) written_by]--> Housefull 2 --[written_by]--> Sajid Khan
Path (Raw):       Sajid Khan --[No Operation]--> Sajid Khan --[(INV) written_by]--> Housefull 2 --[written_by]--> Sajid Khan
Neg LogProb(↓):   0.006514
Path Entropy(↓):  0.043285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of pat healy starred movies
Start Entity:     Pat Healy
Gold Answer:      [['2012', '2011']]
Predicted Ans:    2011
Predicted Path:   Pat Healy --[(INV) starred_actors]--> The Innkeepers --[release_year]--> 2011
Path (Raw):       Pat Healy --[No Operation]--> Pat Healy --[(INV) starred_actors]--> The Innkeepers --[release_year]--> 2011
Neg LogProb(↓):   0.019124
Path Entropy(↓):  0.093893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by edward zwick were released in which years
Start Entity:     Edward Zwick
Gold Answer:      [['1983', '1998', '1980', '2008', '2003', '1992', '1989', '1996', '2006', '1994']]
Predicted Ans:    1998
Predicted Path:   Edward Zwick --[(INV) directed_by]--> The Siege --[release_year]--> 1998
Path (Raw):       Edward Zwick --[No Operation]--> Edward Zwick --[(INV) directed_by]--> The Siege --[release_year]--> 1998
Neg LogProb(↓):   1.222850
Path Entropy(↓):  1.915815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of tennessee williams written movies
Start Entity:     Tennessee Williams
Gold Answer:      [['1962', '1995', '1968', '1964', '1956', '1966', '1950', '2008', '1960', '1951', '1959', '1955', '1973', '1987', '1961', '2011', '1958', '1984']]
Predicted Ans:    1955
Predicted Path:   Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[release_year]--> 1955
Path (Raw):       Tennessee Williams --[No Operation]--> Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[release_year]--> 1955
Neg LogProb(↓):   0.739651
Path Entropy(↓):  1.528578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in performance
Start Entity:     Performance
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Performance --[starred_actors]--> Mick Jagger --[(INV) starred_actors]--> Ned Kelly --[in_language]--> English
Path (Raw):       Performance --[starred_actors]--> Mick Jagger --[(INV) starred_actors]--> Ned Kelly --[in_language]--> English
Neg LogProb(↓):   0.004251
Path Entropy(↓):  0.027726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by something like happiness writers
Start Entity:     Something Like Happiness
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Something Like Happiness --[written_by]--> Bohdan Sláma --[(INV) written_by]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Something Like Happiness --[written_by]--> Bohdan Sláma --[(INV) written_by]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   0.001569
Path Entropy(↓):  0.011727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by juana acosta were in which languages
Start Entity:     Juana Acosta
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Juana Acosta --[(INV) starred_actors]--> 11.6 --[in_language]--> French
Path (Raw):       Juana Acosta --[No Operation]--> Juana Acosta --[(INV) starred_actors]--> 11.6 --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter jessica woodworth co - wrote films with who
Start Entity:     Jessica Woodworth
Gold Answer:      [['Peter Brosens']]
Predicted Ans:    Jessica Woodworth
Predicted Path:   Jessica Woodworth --[(INV) written_by]--> Altiplano --[written_by]--> Jessica Woodworth
Path (Raw):       Jessica Woodworth --[No Operation]--> Jessica Woodworth --[(INV) written_by]--> Altiplano --[written_by]--> Jessica Woodworth
Neg LogProb(↓):   0.376373
Path Entropy(↓):  0.621993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are some words that describe movie frankenstein meets the wolf man
Start Entity:     Frankenstein Meets the Wolf Man
Gold Answer:      [['ring', "frankenstein's monster", 'frankenstein']]
Predicted Ans:    ring
Predicted Path:   Frankenstein Meets the Wolf Man --[has_tags]--> ring --[(INV) has_tags]--> Corpse Bride --[has_tags]--> ring
Path (Raw):       Frankenstein Meets the Wolf Man --[has_tags]--> ring --[(INV) has_tags]--> Corpse Bride --[has_tags]--> ring
Neg LogProb(↓):   0.000735
Path Entropy(↓):  0.006277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in demolition man
Start Entity:     Demolition Man
Gold Answer:      [['Sylvester Stallone', 'Wesley Snipes']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Demolition Man --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Jungle Fever --[starred_actors]--> Wesley Snipes
Path (Raw):       Demolition Man --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Jungle Fever --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.558317
Path Entropy(↓):  0.996456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of meet me in st. louis
Start Entity:     Meet Me in St. Louis
Gold Answer:      [['Fred Astaire', 'Judy Garland', 'George Hamilton', 'Steve Martin', 'Judy Holliday', 'Van Johnson', 'Louis Jourdan', 'Van Heflin', 'Ethel Barrymore', 'Joan Bennett', 'Walter Pidgeon', 'Lana Turner', 'Elizabeth Taylor', 'Katharine Hepburn', 'Leslie Caron', 'Isabelle Huppert', 'Gregory Peck', 'Desi Arnaz', 'Diane Keaton', 'Anthony Quinn', 'Richard Widmark', 'James Mason', 'Kieran Culkin', 'Cyd Charisse', 'Robert Mitchum', 'Dick Powell', 'Kay Kendall', 'Dean Martin', 'Jennifer Jones', 'Gaby Morlay', 'Jean Tissier', 'Yvonne de Bray', 'Rex Harrison', 'Marjorie Main', 'Gloria Grahame', 'George Peppard', 'Robert Walker', 'Lucille Ball', 'Lauren Bacall', 'Lucille Bremer', 'Fanny Brice', 'Georges Guétary', 'Pier Angeli', 'John Kerr', 'Edward Andrews', 'Shirley MacLaine', 'Edward G. Robinson', 'Glenn Ford', 'Oscar Levant', 'Sandra Dee', 'Don Taylor', 'Robert Taylor', 'Leif Erickson', 'Mildred Natwick', 'Kirk Douglas', 'James Donald', 'Pamela Brown', 'Richard Burton', 'Gene Kelly', 'Martha Hyer', 'Frank Morgan', 'Frank Sinatra', 'Spencer Tracy', 'Keenan Wynn', 'Deborah Kerr', 'Eleanor Parker', 'John Saxon']]
Predicted Ans:    Gregory Peck
Predicted Path:   Meet Me in St. Louis --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[starred_actors]--> Gregory Peck
Path (Raw):       Meet Me in St. Louis --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.797400
Path Entropy(↓):  1.422694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor erika anderson is a co - star of who
Start Entity:     Erika Anderson
Gold Answer:      [['Judge Reinhold', 'Nicolas Cage', 'Joe Pantoliano']]
Predicted Ans:    Nicolas Cage
Predicted Path:   Erika Anderson --[(INV) starred_actors]--> Zandalee --[starred_actors]--> Nicolas Cage
Path (Raw):       Erika Anderson --[No Operation]--> Erika Anderson --[(INV) starred_actors]--> Zandalee --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   0.062959
Path Entropy(↓):  0.240604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the phantom
Start Entity:     The Phantom
Gold Answer:      [['Smooth Talk', 'Flashpoint', 'Magic Man', 'Blood of Redemption', 'A Streetcar Named Desire', 'Flowers in the Attic', 'Front of the Class', 'The Chase', 'Buffy the Vampire Slayer', 'Hair', 'Barefoot', 'Dead Calm', 'Higher Learning', 'Deep Rising', 'Prince of the City', 'What If...', 'The Deep End of the Ocean', 'Memory', 'Fishtales', 'Sniper', 'Highway to Hell', 'Dead Heat', '8 Heads in a Duffel Bag', 'Survival Island']]
Predicted Ans:    What If...
Predicted Path:   The Phantom --[starred_actors]--> Kristy Swanson --[(INV) starred_actors]--> What If...
Path (Raw):       The Phantom --[starred_actors]--> Kristy Swanson --[No Operation]--> Kristy Swanson --[(INV) starred_actors]--> What If...
Neg LogProb(↓):   0.009426
Path Entropy(↓):  0.055084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by sleuth actors
Start Entity:     Sleuth
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Sleuth --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Sleuth --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   0.264534
Path Entropy(↓):  0.845189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the thief actors
Start Entity:     The Thief
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Thief --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       The Thief --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.760268
Path Entropy(↓):  1.847021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ni ni starred together with who
Start Entity:     Ni Ni
Gold Answer:      [['Christian Bale']]
Predicted Ans:    Christian Bale
Predicted Path:   Ni Ni --[(INV) starred_actors]--> The Flowers of War --[starred_actors]--> Christian Bale
Path (Raw):       Ni Ni --[No Operation]--> Ni Ni --[(INV) starred_actors]--> The Flowers of War --[starred_actors]--> Christian Bale
Neg LogProb(↓):   0.175118
Path Entropy(↓):  0.486647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the offence were in which genres
Start Entity:     The Offence
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Offence --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       The Offence --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   0.926707
Path Entropy(↓):  1.993831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film annie
Start Entity:     Annie
Gold Answer:      [['1980', '1970', '2003', '1992', '2006', '1985', '1967', '1974', '1984', '2007', '2009', '1951', '2004', '1982', '2014', '1994', '1983', '1995', '1948', '1972', '1971', '1938', '1996', '1981', '2012', '2013', '1978', '2000', '1997', '1975', '1960', '2005', '1999']]
Predicted Ans:    1975
Predicted Path:   Annie --[starred_actors]--> Tim Curry --[(INV) starred_actors]--> The Rocky Horror Picture Show --[release_year]--> 1975
Path (Raw):       Annie --[starred_actors]--> Tim Curry --[(INV) starred_actors]--> The Rocky Horror Picture Show --[release_year]--> 1975
Neg LogProb(↓):   1.439595
Path Entropy(↓):  2.159988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by robert shaw
Start Entity:     Robert Shaw
Gold Answer:      [['Malcolm McDowell']]
Predicted Ans:    Malcolm McDowell
Predicted Path:   Robert Shaw --[(INV) written_by]--> Figures in a Landscape --[starred_actors]--> Malcolm McDowell
Path (Raw):       Robert Shaw --[No Operation]--> Robert Shaw --[(INV) written_by]--> Figures in a Landscape --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.002590
Path Entropy(↓):  0.017995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie an alligator named daisy
Start Entity:     An Alligator Named Daisy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   An Alligator Named Daisy --[has_genre]--> Comedy --[(INV) has_genre]--> Wedding Daze --[has_genre]--> Comedy
Path (Raw):       An Alligator Named Daisy --[has_genre]--> Comedy --[(INV) has_genre]--> Wedding Daze --[has_genre]--> Comedy
Neg LogProb(↓):   3.700204
Path Entropy(↓):  4.578490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by dana delany were directed by who
Start Entity:     Dana Delany
Gold Answer:      [['Henry Pincus', 'Carroll Ballard', 'M. Night Shyamalan', 'Paul Schrader', 'Julianna Lavin', 'Garry Marshall']]
Predicted Ans:    Paul Schrader
Predicted Path:   Dana Delany --[(INV) starred_actors]--> Light Sleeper --[directed_by]--> Paul Schrader
Path (Raw):       Dana Delany --[No Operation]--> Dana Delany --[(INV) starred_actors]--> Light Sleeper --[directed_by]--> Paul Schrader
Neg LogProb(↓):   0.000974
Path Entropy(↓):  0.008726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by eddie constantine released
Start Entity:     Eddie Constantine
Gold Answer:      [['1971', '1965']]
Predicted Ans:    1971
Predicted Path:   Eddie Constantine --[(INV) starred_actors]--> Beware of a Holy Whore --[release_year]--> 1971
Path (Raw):       Eddie Constantine --[No Operation]--> Eddie Constantine --[(INV) starred_actors]--> Beware of a Holy Whore --[release_year]--> 1971
Neg LogProb(↓):   0.009254
Path Entropy(↓):  0.052347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of astro boy
Start Entity:     Astro Boy
Gold Answer:      [['Flushed Away']]
Predicted Ans:    Flushed Away
Predicted Path:   Astro Boy --[directed_by]--> David Bowers --[(INV) directed_by]--> Flushed Away
Path (Raw):       Astro Boy --[No Operation]--> Astro Boy --[directed_by]--> David Bowers --[(INV) directed_by]--> Flushed Away
Neg LogProb(↓):   0.391613
Path Entropy(↓):  0.670029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the devil and max devlin are written by who
Start Entity:     The Devil and Max Devlin
Gold Answer:      [['Steven Hilliard Stern', 'Stephen Peters']]
Predicted Ans:    Steven Hilliard Stern
Predicted Path:   The Devil and Max Devlin --[directed_by]--> Steven Hilliard Stern --[(INV) written_by]--> Running --[written_by]--> Steven Hilliard Stern
Path (Raw):       The Devil and Max Devlin --[directed_by]--> Steven Hilliard Stern --[(INV) written_by]--> Running --[written_by]--> Steven Hilliard Stern
Neg LogProb(↓):   0.237917
Path Entropy(↓):  0.554452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rocky iv are written by who
Start Entity:     Rocky IV
Gold Answer:      [['Sylvester Stallone', 'David Morrell']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Rocky IV --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[written_by]--> Sylvester Stallone
Path (Raw):       Rocky IV --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[written_by]--> Sylvester Stallone
Neg LogProb(↓):   0.069964
Path Entropy(↓):  0.256308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of eagle vs shark
Start Entity:     Eagle vs Shark
Gold Answer:      [['Jemaine Clement', 'Taika Waititi', 'Auraeus Solito']]
Predicted Ans:    Taika Waititi
Predicted Path:   Eagle vs Shark --[written_by]--> Taika Waititi --[(INV) written_by]--> What We Do in the Shadows --[directed_by]--> Taika Waititi
Path (Raw):       Eagle vs Shark --[written_by]--> Taika Waititi --[(INV) written_by]--> What We Do in the Shadows --[directed_by]--> Taika Waititi
Neg LogProb(↓):   0.003061
Path Entropy(↓):  0.021062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie housekeeping
Start Entity:     Housekeeping
Gold Answer:      [['Ed Solomon', 'Naomi Foner', 'Bryan Gordon']]
Predicted Ans:    Ed Solomon
Predicted Path:   Housekeeping --[starred_actors]--> Christine Lahti --[(INV) starred_actors]--> Leaving Normal --[written_by]--> Ed Solomon
Path (Raw):       Housekeeping --[starred_actors]--> Christine Lahti --[(INV) starred_actors]--> Leaving Normal --[written_by]--> Ed Solomon
Neg LogProb(↓):   0.090859
Path Entropy(↓):  0.413008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by randy kornfield released
Start Entity:     Randy Kornfield
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Randy Kornfield --[(INV) written_by]--> Jingle All the Way --[release_year]--> 1996
Path (Raw):       Randy Kornfield --[No Operation]--> Randy Kornfield --[(INV) written_by]--> Jingle All the Way --[release_year]--> 1996
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by maria blom
Start Entity:     Maria Blom
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Maria Blom --[(INV) written_by]--> Nina Frisk --[in_language]--> Swedish
Path (Raw):       Maria Blom --[No Operation]--> Maria Blom --[(INV) written_by]--> Nina Frisk --[in_language]--> Swedish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Alan j. pakula was the director on which movies
Start Entity:     Alan J. Pakula
Gold Answer:      [['Klute', "The Devil's Own", 'The Pelican Brief', "Sophie's Choice", 'The Parallax View', 'Rollover', 'Consenting Adults', 'Comes a Horseman', 'The Sterile Cuckoo', 'Presumed Innocent', "All the President's Men", 'Starting Over', 'See You in the Morning', 'Love and Pain and the Whole Damn Thing']]
Predicted Ans:    Rollover
Predicted Path:   Alan J. Pakula --[(INV) directed_by]--> All the President's Men --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Rollover
Path (Raw):       Alan J. Pakula --[(INV) directed_by]--> All the President's Men --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Rollover
Neg LogProb(↓):   2.689011
Path Entropy(↓):  4.028489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did luca guadagnino write the story for
Start Entity:     Luca Guadagnino
Gold Answer:      [['I Am Love', 'Melissa P.']]
Predicted Ans:    Melissa P.
Predicted Path:   Luca Guadagnino --[(INV) written_by]--> Melissa P. --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P.
Path (Raw):       Luca Guadagnino --[(INV) written_by]--> Melissa P. --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P.
Neg LogProb(↓):   0.039448
Path Entropy(↓):  0.178637
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by o. henry in
Start Entity:     O. Henry
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   O. Henry --[(INV) written_by]--> In Old Arizona --[has_genre]--> Western
Path (Raw):       O. Henry --[No Operation]--> O. Henry --[(INV) written_by]--> In Old Arizona --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie the god who wasn't there
Start Entity:     The God Who Wasn't There
Gold Answer:      [['Brian Flemming']]
Predicted Ans:    Brian Flemming
Predicted Path:   The God Who Wasn't There --[written_by]--> Brian Flemming --[(INV) written_by]--> The God Who Wasn't There --[written_by]--> Brian Flemming
Path (Raw):       The God Who Wasn't There --[written_by]--> Brian Flemming --[(INV) written_by]--> The God Who Wasn't There --[written_by]--> Brian Flemming
Neg LogProb(↓):   0.000760
Path Entropy(↓):  0.006222
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote men without women
Start Entity:     Men Without Women
Gold Answer:      [['1950', '1929', '1935']]
Predicted Ans:    1950
Predicted Path:   Men Without Women --[written_by]--> James Kevin McGuinness --[(INV) written_by]--> Rio Grande --[release_year]--> 1950
Path (Raw):       Men Without Women --[written_by]--> James Kevin McGuinness --[(INV) written_by]--> Rio Grande --[release_year]--> 1950
Neg LogProb(↓):   0.650705
Path Entropy(↓):  1.538755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the pagemaster actors
Start Entity:     The Pagemaster
Gold Answer:      [['Drama', 'Thriller', 'Family', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   The Pagemaster --[starred_actors]--> Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[has_genre]--> Thriller
Path (Raw):       The Pagemaster --[starred_actors]--> Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[has_genre]--> Thriller
Neg LogProb(↓):   0.078829
Path Entropy(↓):  0.276050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of love is eternal while it lasts
Start Entity:     Love Is Eternal While It Lasts
Gold Answer:      [['Elisabetta Pozzi', 'Margherita Buy', 'Elena Fabrizi', 'Carlo Verdone']]
Predicted Ans:    Margherita Buy
Predicted Path:   Love Is Eternal While It Lasts --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[starred_actors]--> Margherita Buy
Path (Raw):       Love Is Eternal While It Lasts --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[starred_actors]--> Margherita Buy
Neg LogProb(↓):   0.878815
Path Entropy(↓):  1.759383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by nicolas gessner released
Start Entity:     Nicolas Gessner
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Nicolas Gessner --[(INV) directed_by]--> The Little Girl Who Lives Down the Lane --[release_year]--> 1976
Path (Raw):       Nicolas Gessner --[No Operation]--> Nicolas Gessner --[(INV) directed_by]--> The Little Girl Who Lives Down the Lane --[release_year]--> 1976
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by rodrigo garcia
Start Entity:     Rodrigo García
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Rodrigo García --[(INV) written_by]--> Mother and Child --[has_genre]--> Drama
Path (Raw):       Rodrigo García --[No Operation]--> Rodrigo García --[(INV) written_by]--> Mother and Child --[has_genre]--> Drama
Neg LogProb(↓):   0.145531
Path Entropy(↓):  0.490795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of is anybody there?
Start Entity:     Is Anybody There?
Gold Answer:      [['Intermission', 'Closed Circuit', 'Brooklyn', 'Boy A']]
Predicted Ans:    Is Anybody There?
Predicted Path:   Is Anybody There? --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There?
Path (Raw):       Is Anybody There? --[No Operation]--> Is Anybody There? --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There?
Neg LogProb(↓):   0.191349
Path Entropy(↓):  0.533298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films starred by the texas chainsaw massacre 2 actors
Start Entity:     The Texas Chainsaw Massacre 2
Gold Answer:      [['Sport', 'Documentary', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Texas Chainsaw Massacre 2 --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Elegy --[has_genre]--> Drama
Path (Raw):       The Texas Chainsaw Massacre 2 --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Elegy --[has_genre]--> Drama
Neg LogProb(↓):   1.383916
Path Entropy(↓):  1.974920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by george mendeluk were written by who
Start Entity:     George Mendeluk
Gold Answer:      [['Charles Templeton', 'Richard Murphy']]
Predicted Ans:    Richard Murphy
Predicted Path:   George Mendeluk --[(INV) directed_by]--> The Kidnapping of the President --[written_by]--> Richard Murphy
Path (Raw):       George Mendeluk --[No Operation]--> George Mendeluk --[(INV) directed_by]--> The Kidnapping of the President --[written_by]--> Richard Murphy
Neg LogProb(↓):   0.047201
Path Entropy(↓):  0.186890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of blood work were directed by who
Start Entity:     Blood Work
Gold Answer:      [['Brad Furman']]
Predicted Ans:    Brad Furman
Predicted Path:   Blood Work --[written_by]--> Michael Connelly --[(INV) written_by]--> The Lincoln Lawyer --[directed_by]--> Brad Furman
Path (Raw):       Blood Work --[written_by]--> Michael Connelly --[(INV) written_by]--> The Lincoln Lawyer --[directed_by]--> Brad Furman
Neg LogProb(↓):   0.091114
Path Entropy(↓):  0.295961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director ricki stern co - directed films with who
Start Entity:     Ricki Stern
Gold Answer:      [['Anne Sundberg']]
Predicted Ans:    Ricki Stern
Predicted Path:   Ricki Stern --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Path (Raw):       Ricki Stern --[No Operation]--> Ricki Stern --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Neg LogProb(↓):   0.008991
Path Entropy(↓):  0.056905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film return of the seven
Start Entity:     Return of the Seven
Gold Answer:      [['Nikolai Gogol', 'Guy Bolton', 'Jeanie Macpherson', 'Marcelle Maurette', 'C. Gardner Sullivan', 'Harold Lamb', 'Lyle Saxon', 'Michael Crichton', 'John Milius', 'Robert Towne', 'Ernest Lehman', 'Alan Sharp', 'David Newman', 'William Douglas Lansford', 'Ursula Curtiss', 'Theodore Apstein', 'Edwin Justus Mayer', 'Stirling Silliphant', 'John Ball', 'Robert Benton', 'Margaret Landon', 'Richard Wilson', 'Harold Ramis', "Louis L'Amour", 'Charles Willeford', 'Oscar Hammerstein II', 'Mayo Simon', 'Terrence Malick', 'Richard Brooks', 'Carole Eastman', 'Sam Peckinpah', 'Julius J. Epstein', 'Philip G. Epstein', 'Fyodor Dostoevsky', 'Terrence Lore Smith']]
Predicted Ans:    Michael Crichton
Predicted Path:   Return of the Seven --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Path (Raw):       Return of the Seven --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Neg LogProb(↓):   0.431848
Path Entropy(↓):  1.104838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was hard to kill released
Start Entity:     Hard to Kill
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Hard to Kill --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Hard to Kill --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   1.246401
Path Entropy(↓):  2.941018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Vincenzo natali was the director of which movies
Start Entity:     Vincenzo Natali
Gold Answer:      [['Haunter', 'Cypher', 'Splice', 'Nothing', 'Cube']]
Predicted Ans:    Splice
Predicted Path:   Vincenzo Natali --[(INV) directed_by]--> Nothing --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Splice
Path (Raw):       Vincenzo Natali --[(INV) directed_by]--> Nothing --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Splice
Neg LogProb(↓):   1.188338
Path Entropy(↓):  2.184020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by fabrice eboue fall under
Start Entity:     Fabrice Eboué
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fabrice Eboué --[(INV) starred_actors]--> Case départ --[has_genre]--> Comedy
Path (Raw):       Fabrice Eboué --[No Operation]--> Fabrice Eboué --[(INV) starred_actors]--> Case départ --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the pee - wee's big adventure director
Start Entity:     Pee-wee's Big Adventure
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Pee-wee's Big Adventure --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Pee-wee's Big Adventure --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.012546
Path Entropy(↓):  0.073896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film 99 river street are directed by who
Start Entity:     99 River Street
Gold Answer:      [['Don Siegel', 'Joseph Losey', 'Edmund Goulding', 'George Seaton', 'Les Mayfield', 'Joseph Zito', 'John Byrum', 'Robert Florey', 'Alfred E. Green', 'Phil Karlson', 'Alexander Hall', 'H. Bruce Humberstone', 'Henry King', 'S. Sylvan Simon']]
Predicted Ans:    Don Siegel
Predicted Path:   99 River Street --[starred_actors]--> Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[directed_by]--> Don Siegel
Path (Raw):       99 River Street --[starred_actors]--> Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[directed_by]--> Don Siegel
Neg LogProb(↓):   0.054184
Path Entropy(↓):  0.215334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by max reinhardt
Start Entity:     Max Reinhardt
Gold Answer:      [['William Shakespeare', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Michael Hoffman']]
Predicted Ans:    Charles Kenyon
Predicted Path:   Max Reinhardt --[(INV) directed_by]--> A Midsummer Night's Dream --[written_by]--> Charles Kenyon
Path (Raw):       Max Reinhardt --[No Operation]--> Max Reinhardt --[(INV) directed_by]--> A Midsummer Night's Dream --[written_by]--> Charles Kenyon
Neg LogProb(↓):   0.633871
Path Entropy(↓):  1.368650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Dan rush was the director of which movies
Start Entity:     Dan Rush
Gold Answer:      [['Everything Must Go']]
Predicted Ans:    Everything Must Go
Predicted Path:   Dan Rush --[(INV) directed_by]--> Everything Must Go --[directed_by]--> Dan Rush --[(INV) directed_by]--> Everything Must Go
Path (Raw):       Dan Rush --[(INV) directed_by]--> Everything Must Go --[directed_by]--> Dan Rush --[(INV) directed_by]--> Everything Must Go
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the missouri breaks
Start Entity:     The Missouri Breaks
Gold Answer:      [['Arthur Penn']]
Predicted Ans:    Arthur Penn
Predicted Path:   The Missouri Breaks --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Dead of Winter --[directed_by]--> Arthur Penn
Path (Raw):       The Missouri Breaks --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Dead of Winter --[directed_by]--> Arthur Penn
Neg LogProb(↓):   0.359210
Path Entropy(↓):  0.815652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of christine lahti starred movies
Start Entity:     Christine Lahti
Gold Answer:      [['1995', '1988', '1992', '1989', '1996', '1987', '1984']]
Predicted Ans:    1992
Predicted Path:   Christine Lahti --[(INV) starred_actors]--> Leaving Normal --[release_year]--> 1992
Path (Raw):       Christine Lahti --[No Operation]--> Christine Lahti --[(INV) starred_actors]--> Leaving Normal --[release_year]--> 1992
Neg LogProb(↓):   1.002972
Path Entropy(↓):  1.580216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of brother sun, sister moon
Start Entity:     Brother Sun, Sister Moon
Gold Answer:      [['Callas Forever', 'Otello', 'Tea with Mussolini', 'Jane Eyre', 'The Taming of the Shrew', 'Romeo and Juliet', 'Hamlet']]
Predicted Ans:    Hamlet
Predicted Path:   Brother Sun, Sister Moon --[written_by]--> Franco Zeffirelli --[(INV) written_by]--> Hamlet
Path (Raw):       Brother Sun, Sister Moon --[written_by]--> Franco Zeffirelli --[(INV) written_by]--> Hamlet --[No Operation]--> Hamlet
Neg LogProb(↓):   0.008085
Path Entropy(↓):  0.053973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is zero tolerance
Start Entity:     Zero Tolerance
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Zero Tolerance --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Zero Tolerance --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.562021
Path Entropy(↓):  3.111172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by topol were directed by who
Start Entity:     Topol
Gold Answer:      [['Mike Hodges', 'Norman Jewison']]
Predicted Ans:    Norman Jewison
Predicted Path:   Topol --[(INV) starred_actors]--> Fiddler on the Roof --[directed_by]--> Norman Jewison
Path (Raw):       Topol --[No Operation]--> Topol --[(INV) starred_actors]--> Fiddler on the Roof --[directed_by]--> Norman Jewison
Neg LogProb(↓):   0.005239
Path Entropy(↓):  0.032667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did kate dicamillo write
Start Entity:     Kate DiCamillo
Gold Answer:      [['Because of Winn-Dixie', 'The Tale of Despereaux']]
Predicted Ans:    Because of Winn-Dixie
Predicted Path:   Kate DiCamillo --[(INV) written_by]--> Because of Winn-Dixie --[written_by]--> Kate DiCamillo --[(INV) written_by]--> Because of Winn-Dixie
Path (Raw):       Kate DiCamillo --[(INV) written_by]--> Because of Winn-Dixie --[written_by]--> Kate DiCamillo --[(INV) written_by]--> Because of Winn-Dixie
Neg LogProb(↓):   0.700832
Path Entropy(↓):  1.171883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about tomas alfredson
Start Entity:     tomas alfredson
Gold Answer:      [['Tinker Tailor Soldier Spy', 'Four Shades of Brown', 'Screwed in Tallinn', 'Let the Right One In']]
Predicted Ans:    Screwed in Tallinn
Predicted Path:   tomas alfredson --[(INV) has_tags]--> Four Shades of Brown --[directed_by]--> Tomas Alfredson --[(INV) directed_by]--> Screwed in Tallinn
Path (Raw):       tomas alfredson --[(INV) has_tags]--> Four Shades of Brown --[directed_by]--> Tomas Alfredson --[(INV) directed_by]--> Screwed in Tallinn
Neg LogProb(↓):   0.928357
Path Entropy(↓):  1.953840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by nat perrin were released in which years
Start Entity:     Nat Perrin
Gold Answer:      [['1933', '1936']]
Predicted Ans:    1936
Predicted Path:   Nat Perrin --[(INV) written_by]--> Stowaway --[release_year]--> 1936
Path (Raw):       Nat Perrin --[No Operation]--> Nat Perrin --[(INV) written_by]--> Stowaway --[release_year]--> 1936
Neg LogProb(↓):   0.060274
Path Entropy(↓):  0.246125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of gosford park is also the director of which films
Start Entity:     Gosford Park
Gold Answer:      [['Secret Honor', 'The Long Goodbye', 'Short Cuts', 'MASH', 'Quintet', 'Countdown', 'The Gingerbread Man', 'Beyond Therapy', 'Nashville', 'Fool for Love', 'The James Dean Story', 'O.C. and Stiggs', 'A Perfect Couple', 'A Prairie Home Companion', 'Popeye', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'That Cold Day in the Park', 'The Company', 'Images', 'Streamers', '3 Women', 'Kansas City', 'The Player', 'Thieves Like Us', 'California Split', "Cookie's Fortune", 'Brewster McCloud', 'A Wedding']]
Predicted Ans:    Kansas City
Predicted Path:   Gosford Park --[directed_by]--> Robert Altman --[(INV) directed_by]--> Kansas City
Path (Raw):       Gosford Park --[directed_by]--> Robert Altman --[(INV) directed_by]--> Kansas City --[No Operation]--> Kansas City
Neg LogProb(↓):   1.828462
Path Entropy(↓):  2.700027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor francois cluzet is a co - star of who
Start Entity:     François Cluzet
Gold Answer:      [['Géraldine Pailhas', 'Giulia Boschi', 'Emmanuelle Devos', 'Bouli Lanners', 'Juana Acosta', 'Corinne Masiero', 'Isaach De Bankolé', 'Daniel Auteuil', 'Benoît Magimel', 'Marion Cotillard', 'Omar Sy', 'Gilles Lellouche', 'Emmanuelle Béart']]
Predicted Ans:    François Cluzet
Predicted Path:   François Cluzet --[(INV) starred_actors]--> Little White Lies --[starred_actors]--> François Cluzet
Path (Raw):       François Cluzet --[No Operation]--> François Cluzet --[(INV) starred_actors]--> Little White Lies --[starred_actors]--> François Cluzet
Neg LogProb(↓):   0.601797
Path Entropy(↓):  1.443204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What kind of film is the wackness
Start Entity:     The Wackness
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Wackness --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Wackness --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.566723
Path Entropy(↓):  4.650178
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for steam of life
Start Entity:     Steam of Life
Gold Answer:      [['Mika Hotakainen', 'Joonas Berghäll']]
Predicted Ans:    Joonas Berghäll
Predicted Path:   Steam of Life --[written_by]--> Joonas Berghäll --[(INV) written_by]--> Steam of Life --[written_by]--> Joonas Berghäll
Path (Raw):       Steam of Life --[written_by]--> Joonas Berghäll --[(INV) written_by]--> Steam of Life --[written_by]--> Joonas Berghäll
Neg LogProb(↓):   0.031772
Path Entropy(↓):  0.153732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by a walk in the sun actors
Start Entity:     A Walk in the Sun
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   A Walk in the Sun --[starred_actors]--> Dana Andrews --[(INV) starred_actors]--> The North Star --[in_language]--> German
Path (Raw):       A Walk in the Sun --[starred_actors]--> Dana Andrews --[(INV) starred_actors]--> The North Star --[in_language]--> German
Neg LogProb(↓):   0.040886
Path Entropy(↓):  0.180198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by skyfall actors release
Start Entity:     Skyfall
Gold Answer:      [['1980', '1946', '2008', '2003', '1993', '2006', '1967', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '2001', '2002', '2012', '1955', '2011', '2013', '1997', '2005', '1999']]
Predicted Ans:    2013
Predicted Path:   Skyfall --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[release_year]--> 2013
Path (Raw):       Skyfall --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[release_year]--> 2013
Neg LogProb(↓):   1.384322
Path Entropy(↓):  2.263633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was chris kentis the writer of
Start Entity:     Chris Kentis
Gold Answer:      [['Open Water']]
Predicted Ans:    Open Water
Predicted Path:   Chris Kentis --[(INV) written_by]--> Open Water --[written_by]--> Chris Kentis --[(INV) written_by]--> Open Water
Path (Raw):       Chris Kentis --[(INV) written_by]--> Open Water --[written_by]--> Chris Kentis --[(INV) written_by]--> Open Water
Neg LogProb(↓):   0.000312
Path Entropy(↓):  0.002845
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the last vegas director
Start Entity:     Last Vegas
Gold Answer:      [['Marianne Wibberley', 'Daniel G. Sullivan', 'Gerald Di Pego', 'Jim Kouf', 'Cormac Wibberley']]
Predicted Ans:    Jim Kouf
Predicted Path:   Last Vegas --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> National Treasure --[written_by]--> Jim Kouf
Path (Raw):       Last Vegas --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> National Treasure --[written_by]--> Jim Kouf
Neg LogProb(↓):   0.670177
Path Entropy(↓):  1.050252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie road to bali are written by who
Start Entity:     Road to Bali
Gold Answer:      [['David R. Schwartz', 'Don Hartman', 'Laurence Stallings', 'Guy Bolton', 'Arch Oboler', 'Buster Keaton', 'Dudley Nichols', 'Lou Breslow', 'Charles W. Goddard', 'Paul Dickey', 'Clifford Odets', 'Philip Barry', 'Jo Swerling', 'P.G. Wodehouse', 'Norman Panama', 'Katherine Leslie Moore', "George O'Neil", 'Frank Tashlin', 'Billy Wilder', 'Charles Brackett', 'John Patrick', 'Walter DeLeon', 'Hal Kanter', 'Donald Ogden Stewart', 'Jack Rose', 'Edmund Beloin', 'Frank Butler', 'Harry Hervey', 'John Willard', 'Leo McCarey', 'Robert Riskin', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'George Seaton', 'M. Coates Webster', 'Melvin Frank', 'Oscar Hammerstein II', 'Dan Gordon', 'Robert L. Welch', 'Joseph Quillan', "Liam O'Brien", 'Valentine Davies', 'Vera Caspary', 'James Norman Hall', 'Sy Bartlett', 'Dennis Potter', 'Irving Berlin']]
Predicted Ans:    Dudley Nichols
Predicted Path:   Road to Bali --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Bells of St. Mary's --[written_by]--> Dudley Nichols
Path (Raw):       Road to Bali --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Bells of St. Mary's --[written_by]--> Dudley Nichols
Neg LogProb(↓):   0.953616
Path Entropy(↓):  1.870461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did jim rash direct
Start Entity:     Jim Rash
Gold Answer:      [['The Way Way Back']]
Predicted Ans:    The Way Way Back
Predicted Path:   Jim Rash --[(INV) directed_by]--> The Way Way Back --[directed_by]--> Jim Rash --[(INV) directed_by]--> The Way Way Back
Path (Raw):       Jim Rash --[(INV) directed_by]--> The Way Way Back --[directed_by]--> Jim Rash --[(INV) directed_by]--> The Way Way Back
Neg LogProb(↓):   0.016645
Path Entropy(↓):  0.084119
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the deadly trackers also directed which films
Start Entity:     The Deadly Trackers
Gold Answer:      [['The Big Red One', 'Underworld U.S.A.', 'The Steel Helmet', 'The Baron of Arizona', 'Fixed Bayonets!', 'Shock Corridor', 'Across 110th Street', 'Verboten!', 'The Crimson Kimono', 'The Naked Kiss', 'House of Bamboo', 'Run of the Arrow', "Merrill's Marauders", 'White Dog', 'Pickup on South Street', 'I Shot Jesse James', 'Park Row', 'Forty Guns']]
Predicted Ans:    Underworld U.S.A.
Predicted Path:   The Deadly Trackers --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> Underworld U.S.A.
Path (Raw):       The Deadly Trackers --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> Underworld U.S.A. --[No Operation]--> Underworld U.S.A.
Neg LogProb(↓):   1.526669
Path Entropy(↓):  2.407753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by sky captain and the world of tomorrow actors
Start Entity:     Sky Captain and the World of Tomorrow
Gold Answer:      [['Romance', 'Music', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sky Captain and the World of Tomorrow --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Path (Raw):       Sky Captain and the World of Tomorrow --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Neg LogProb(↓):   0.078589
Path Entropy(↓):  0.371407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film mystic river starred which actors
Start Entity:     Mystic River
Gold Answer:      [['Laurence Fishburne', 'Tim Robbins', 'Kevin Bacon', 'Sean Penn']]
Predicted Ans:    Kevin Bacon
Predicted Path:   Mystic River --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> Pyrates --[starred_actors]--> Kevin Bacon
Path (Raw):       Mystic River --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> Pyrates --[starred_actors]--> Kevin Bacon
Neg LogProb(↓):   0.521816
Path Entropy(↓):  1.271079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bloodrayne were in which languages
Start Entity:     BloodRayne
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   BloodRayne --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[in_language]--> French
Path (Raw):       BloodRayne --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[in_language]--> French
Neg LogProb(↓):   0.029009
Path Entropy(↓):  0.139740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by miguel barros
Start Entity:     Miguel Barros
Gold Answer:      [['Mateo Gil']]
Predicted Ans:    Mateo Gil
Predicted Path:   Miguel Barros --[(INV) written_by]--> Blackthorn --[directed_by]--> Mateo Gil
Path (Raw):       Miguel Barros --[No Operation]--> Miguel Barros --[(INV) written_by]--> Blackthorn --[directed_by]--> Mateo Gil
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie open season
Start Entity:     Open Season
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Open Season --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Open Season --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   3.009451
Path Entropy(↓):  4.716718
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie skippy
Start Entity:     Skippy
Gold Answer:      [['Jacqueline Susann', 'Abem Finkel', 'Lenore J. Coffee', 'Leonard Praskins', 'Robert Louis Stevenson', 'Cameron Rogers', 'Wanda Tuchock', 'Samuel A. Taylor', 'Fraser Clarke Heston', 'Lloyd C. Douglas', 'Frances Marion']]
Predicted Ans:    Fraser Clarke Heston
Predicted Path:   Skippy --[starred_actors]--> Jackie Cooper --[(INV) starred_actors]--> Treasure Island --[written_by]--> Fraser Clarke Heston
Path (Raw):       Skippy --[starred_actors]--> Jackie Cooper --[(INV) starred_actors]--> Treasure Island --[written_by]--> Fraser Clarke Heston
Neg LogProb(↓):   0.366933
Path Entropy(↓):  1.069161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of finding neverland
Start Entity:     Finding Neverland
Gold Answer:      [['Everything Put Together', 'Stay', 'The Kite Runner', 'Quantum of Solace', 'World War Z', "Monster's Ball", 'Machine Gun Preacher']]
Predicted Ans:    The Kite Runner
Predicted Path:   Finding Neverland --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner
Path (Raw):       Finding Neverland --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[No Operation]--> The Kite Runner
Neg LogProb(↓):   0.331337
Path Entropy(↓):  0.917619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of archie panjabi
Start Entity:     Archie Panjabi
Gold Answer:      [['Angelina Jolie', 'Dan Futterman']]
Predicted Ans:    Angelina Jolie
Predicted Path:   Archie Panjabi --[(INV) starred_actors]--> A Mighty Heart --[starred_actors]--> Angelina Jolie
Path (Raw):       Archie Panjabi --[No Operation]--> Archie Panjabi --[(INV) starred_actors]--> A Mighty Heart --[starred_actors]--> Angelina Jolie
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie ghosts of girlfriends past starred who
Start Entity:     Ghosts of Girlfriends Past
Gold Answer:      [['Michael Douglas', 'Jennifer Garner', 'Matthew McConaughey']]
Predicted Ans:    Jennifer Garner
Predicted Path:   Ghosts of Girlfriends Past --[starred_actors]--> Jennifer Garner --[(INV) starred_actors]--> The Invention of Lying --[starred_actors]--> Jennifer Garner
Path (Raw):       Ghosts of Girlfriends Past --[starred_actors]--> Jennifer Garner --[(INV) starred_actors]--> The Invention of Lying --[starred_actors]--> Jennifer Garner
Neg LogProb(↓):   0.297551
Path Entropy(↓):  0.822053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the gunman starred who
Start Entity:     The Gunman
Gold Answer:      [['Jonathan Rhys Meyers', 'Maggie Grace', 'Liam Neeson', 'Leland Orser', 'Jon Gries', 'John Travolta']]
Predicted Ans:    Sean Penn
Predicted Path:   The Gunman --[directed_by]--> Pierre Morel --[(INV) directed_by]--> The Gunman --[starred_actors]--> Sean Penn
Path (Raw):       The Gunman --[directed_by]--> Pierre Morel --[(INV) directed_by]--> The Gunman --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.218876
Path Entropy(↓):  0.717343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie bebe's kids
Start Entity:     Bébé's Kids
Gold Answer:      [['Reginald Hudlin', 'Peter Billingsley', 'DJ Pooh', 'Don Michael Paul']]
Predicted Ans:    Bruce W. Smith
Predicted Path:   Bébé's Kids --[starred_actors]--> Faizon Love --[(INV) starred_actors]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Path (Raw):       Bébé's Kids --[starred_actors]--> Faizon Love --[(INV) starred_actors]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Neg LogProb(↓):   0.745746
Path Entropy(↓):  1.112757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in village of the damned
Start Entity:     Village of the Damned
Gold Answer:      [['George Sanders']]
Predicted Ans:    Kirstie Alley
Predicted Path:   Village of the Damned --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[starred_actors]--> Kirstie Alley
Path (Raw):       Village of the Damned --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[starred_actors]--> Kirstie Alley
Neg LogProb(↓):   0.043207
Path Entropy(↓):  0.196386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films can be described by walt disney
Start Entity:     walt disney
Gold Answer:      [['Bolt', 'Mulan']]
Predicted Ans:    The Fifth Element
Predicted Path:   walt disney --[(INV) has_tags]--> Mulan --[has_tags]--> ok --[(INV) has_tags]--> The Fifth Element
Path (Raw):       walt disney --[(INV) has_tags]--> Mulan --[has_tags]--> ok --[(INV) has_tags]--> The Fifth Element
Neg LogProb(↓):   0.422437
Path Entropy(↓):  0.715744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed night of dark shadows
Start Entity:     Night of Dark Shadows
Gold Answer:      [['Jonathan Frid', 'Kathryn Leigh Scott', 'Burgess Meredith', 'Karen Black', 'Kate Capshaw', 'Campbell Scott', 'Jack Palance', 'Ted Danson', 'Oliver Reed', 'Lysette Anthony', 'Jennifer Jason Leigh', 'Brian Dennehy', 'Robert Burton', 'Christopher Plummer']]
Predicted Ans:    Karen Black
Predicted Path:   Night of Dark Shadows --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Burnt Offerings --[starred_actors]--> Karen Black
Path (Raw):       Night of Dark Shadows --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Burnt Offerings --[starred_actors]--> Karen Black
Neg LogProb(↓):   0.698139
Path Entropy(↓):  1.501166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by marta etura were released in which years
Start Entity:     Marta Etura
Gold Answer:      [['1962', '2011']]
Predicted Ans:    1962
Predicted Path:   Marta Etura --[(INV) starred_actors]--> Eva --[release_year]--> 1962
Path (Raw):       Marta Etura --[No Operation]--> Marta Etura --[(INV) starred_actors]--> Eva --[release_year]--> 1962
Neg LogProb(↓):   0.588829
Path Entropy(↓):  0.687090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the prince of pennsylvania
Start Entity:     The Prince of Pennsylvania
Gold Answer:      [['Sioux', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Prince of Pennsylvania --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[in_language]--> Japanese
Path (Raw):       The Prince of Pennsylvania --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[in_language]--> Japanese
Neg LogProb(↓):   0.693197
Path Entropy(↓):  0.693752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of my little eye starred who
Start Entity:     My Little Eye
Gold Answer:      [['Callum Keith Rennie', 'Minnie Driver', 'Alan Rickman', 'Emily Hampshire', 'Aneurin Barnard']]
Predicted Ans:    Minnie Driver
Predicted Path:   My Little Eye --[directed_by]--> Marc Evans --[(INV) directed_by]--> Hunky Dory --[starred_actors]--> Minnie Driver
Path (Raw):       My Little Eye --[directed_by]--> Marc Evans --[(INV) directed_by]--> Hunky Dory --[starred_actors]--> Minnie Driver
Neg LogProb(↓):   0.520915
Path Entropy(↓):  1.017074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with beaufort
Start Entity:     Beaufort
Gold Answer:      [['Footnote', 'Time of Favor']]
Predicted Ans:    Footnote
Predicted Path:   Beaufort --[written_by]--> Joseph Cedar --[(INV) written_by]--> Footnote
Path (Raw):       Beaufort --[written_by]--> Joseph Cedar --[(INV) written_by]--> Footnote --[No Operation]--> Footnote
Neg LogProb(↓):   0.079408
Path Entropy(↓):  0.331257
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by wesley strick
Start Entity:     Wesley Strick
Gold Answer:      [['Vincent Spano', 'Moira Kelly', 'Daryl Hannah', 'Keith Carradine']]
Predicted Ans:    Keith Carradine
Predicted Path:   Wesley Strick --[(INV) directed_by]--> The Tie That Binds --[starred_actors]--> Keith Carradine
Path (Raw):       Wesley Strick --[No Operation]--> Wesley Strick --[(INV) directed_by]--> The Tie That Binds --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.252399
Path Entropy(↓):  0.794685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by giancarlo lui
Start Entity:     Giancarlo Lui
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Giancarlo Lui --[(INV) directed_by]--> Caligula --[has_genre]--> Drama
Path (Raw):       Giancarlo Lui --[No Operation]--> Giancarlo Lui --[(INV) directed_by]--> Caligula --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in godzilla vs. mechagodzilla ii
Start Entity:     Godzilla vs. Mechagodzilla II
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Godzilla vs. Mechagodzilla II --[starred_actors]--> Megumi Odaka --[(INV) starred_actors]--> Godzilla vs. Destoroyah --[in_language]--> Japanese
Path (Raw):       Godzilla vs. Mechagodzilla II --[starred_actors]--> Megumi Odaka --[(INV) starred_actors]--> Godzilla vs. Destoroyah --[in_language]--> Japanese
Neg LogProb(↓):   0.050088
Path Entropy(↓):  0.254307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter harry baweja
Start Entity:     Harry Baweja
Gold Answer:      [['Harman Baweja', 'Priyanka Chopra']]
Predicted Ans:    Priyanka Chopra
Predicted Path:   Harry Baweja --[(INV) written_by]--> Love Story 2050 --[starred_actors]--> Priyanka Chopra
Path (Raw):       Harry Baweja --[No Operation]--> Harry Baweja --[(INV) written_by]--> Love Story 2050 --[starred_actors]--> Priyanka Chopra
Neg LogProb(↓):   0.000606
Path Entropy(↓):  0.005427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie mr. pip
Start Entity:     Mr. Pip
Gold Answer:      [['Rita Rudner', 'Ben Elton', 'M. Night Shyamalan', 'Sarah Smith', 'James Ellroy', 'Martin Bergman', 'Greg Brooker']]
Predicted Ans:    Martin Bergman
Predicted Path:   Mr. Pip --[starred_actors]--> Hugh Laurie --[(INV) starred_actors]--> Peter's Friends --[written_by]--> Martin Bergman
Path (Raw):       Mr. Pip --[starred_actors]--> Hugh Laurie --[(INV) starred_actors]--> Peter's Friends --[written_by]--> Martin Bergman
Neg LogProb(↓):   1.065356
Path Entropy(↓):  2.026438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by bunta sugawara were released in which years
Start Entity:     Bunta Sugawara
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Bunta Sugawara --[(INV) starred_actors]--> Street Mobster --[release_year]--> 1972
Path (Raw):       Bunta Sugawara --[No Operation]--> Bunta Sugawara --[(INV) starred_actors]--> Street Mobster --[release_year]--> 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote errors of the human body
Start Entity:     Errors of the Human Body
Gold Answer:      [['Eron Sheean']]
Predicted Ans:    Eron Sheean
Predicted Path:   Errors of the Human Body --[written_by]--> Eron Sheean --[(INV) written_by]--> Errors of the Human Body --[written_by]--> Eron Sheean
Path (Raw):       Errors of the Human Body --[written_by]--> Eron Sheean --[(INV) written_by]--> Errors of the Human Body --[written_by]--> Eron Sheean
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of brotherhood of the wolf
Start Entity:     Brotherhood of the Wolf
Gold Answer:      [['Silent Hill', 'Beauty and the Beast', 'Crying Freeman']]
Predicted Ans:    Beauty and the Beast
Predicted Path:   Brotherhood of the Wolf --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Beauty and the Beast
Path (Raw):       Brotherhood of the Wolf --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Beauty and the Beast --[No Operation]--> Beauty and the Beast
Neg LogProb(↓):   0.004069
Path Entropy(↓):  0.029799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by ralph macchio released
Start Entity:     Ralph Macchio
Gold Answer:      [['1983', '1988', '1992', '1989', '1942', '1993', '2010', '2002', '1986', '1984']]
Predicted Ans:    2010
Predicted Path:   Ralph Macchio --[(INV) starred_actors]--> The Karate Kid --[release_year]--> 2010
Path (Raw):       Ralph Macchio --[No Operation]--> Ralph Macchio --[(INV) starred_actors]--> The Karate Kid --[release_year]--> 2010
Neg LogProb(↓):   1.238448
Path Entropy(↓):  1.839780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the lair of the white worm
Start Entity:     The Lair of the White Worm
Gold Answer:      [['1988', '1980', '1970', '1975', '1972', '1971', '1991', '1969', '1967', '1986', '1974', '1984', '1977']]
Predicted Ans:    1969
Predicted Path:   The Lair of the White Worm --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[release_year]--> 1969
Path (Raw):       The Lair of the White Worm --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[release_year]--> 1969
Neg LogProb(↓):   0.928508
Path Entropy(↓):  1.959680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the good, the bad and the ugly were in which languages
Start Entity:     The Good, the Bad and the Ugly
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Good, the Bad and the Ugly --[written_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       The Good, the Bad and the Ugly --[written_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.082681
Path Entropy(↓):  0.350333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film sex drive
Start Entity:     Sex Drive
Gold Answer:      [['David Zelag Goodman', 'J. Mills Goodloe', 'Josh Heald', 'Richard Kelly', 'Ben Sherwood', 'Nicholas Sparks', 'Will Fetters', 'Steven Brill', 'A.J. Kparr', 'Pete Fromm', 'Richard Matheson', 'Bill Kelly', 'April Stevens', 'Bryan Singer', 'Rod Lurie', 'Gordon Williams', 'Sam Peckinpah', 'Arne Olsen', 'Tony Piccirillo']]
Predicted Ans:    Ben Sherwood
Predicted Path:   Sex Drive --[starred_actors]--> Amanda Crew --[(INV) starred_actors]--> Charlie St. Cloud --[written_by]--> Ben Sherwood
Path (Raw):       Sex Drive --[starred_actors]--> Amanda Crew --[(INV) starred_actors]--> Charlie St. Cloud --[written_by]--> Ben Sherwood
Neg LogProb(↓):   0.057309
Path Entropy(↓):  0.225564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by young doctors in love actors
Start Entity:     Young Doctors in Love
Gold Answer:      [['Ridley Scott', 'Gerd Oswald', 'Harold Becker', 'Joel Schumacher', 'John Carpenter', 'Carl Reiner', 'Ari Gold', 'Simon Wincer', 'Joseph L. Mankiewicz', 'James Dearden', 'Kenneth Johnson', 'David Green', 'Woody Allen']]
Predicted Ans:    Simon Wincer
Predicted Path:   Young Doctors in Love --[starred_actors]--> Michael McKean --[(INV) starred_actors]--> D.A.R.Y.L. --[directed_by]--> Simon Wincer
Path (Raw):       Young Doctors in Love --[starred_actors]--> Michael McKean --[(INV) starred_actors]--> D.A.R.Y.L. --[directed_by]--> Simon Wincer
Neg LogProb(↓):   0.043982
Path Entropy(↓):  0.186810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote bruiser
Start Entity:     Bruiser
Gold Answer:      [['Karl Hardman', "Judith O'Dea", 'Duane Jones', 'Tom Savini', 'Radha Mitchell', 'Sarah Polley', 'Ving Rhames', 'Alan Van Sprang', 'Ken Foree', 'Amy Madigan', 'Adrienne Barbeau', 'Jake Weber', 'Lane Carroll', 'Harold Wayne Jones', 'Will MacMillan', 'Timothy Olyphant', 'Timothy Hutton', 'Gaylen Ross', 'David Emge', 'Michael Rooker']]
Predicted Ans:    Jason Flemyng
Predicted Path:   Bruiser --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Path (Raw):       Bruiser --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Neg LogProb(↓):   0.416061
Path Entropy(↓):  0.989275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film did william l. white write
Start Entity:     William L. White
Gold Answer:      [['They Were Expendable']]
Predicted Ans:    They Were Expendable
Predicted Path:   William L. White --[(INV) written_by]--> They Were Expendable --[written_by]--> William L. White --[(INV) written_by]--> They Were Expendable
Path (Raw):       William L. White --[(INV) written_by]--> They Were Expendable --[written_by]--> William L. White --[(INV) written_by]--> They Were Expendable
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by charlotte very
Start Entity:     Charlotte Véry
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[in_language]--> French
Path (Raw):       Charlotte Véry --[No Operation]--> Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Erik løchen was the director on which movies
Start Entity:     Erik Løchen
Gold Answer:      [['The Chasers']]
Predicted Ans:    The Chasers
Predicted Path:   Erik Løchen --[(INV) directed_by]--> The Chasers --[directed_by]--> Erik Løchen --[(INV) directed_by]--> The Chasers
Path (Raw):       Erik Løchen --[(INV) directed_by]--> The Chasers --[directed_by]--> Erik Løchen --[(INV) directed_by]--> The Chasers
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed lorenzo's oil
Start Entity:     Lorenzo's Oil
Gold Answer:      [['Tina Turner', 'Michelle Pfeiffer', 'Susan Sarandon', 'Jack Nicholson', 'Mel Gibson', 'Cher']]
Predicted Ans:    Mel Gibson
Predicted Path:   Lorenzo's Oil --[directed_by]--> George Miller --[(INV) directed_by]--> Mad Max Beyond Thunderdome --[starred_actors]--> Mel Gibson
Path (Raw):       Lorenzo's Oil --[directed_by]--> George Miller --[(INV) directed_by]--> Mad Max Beyond Thunderdome --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.321247
Path Entropy(↓):  0.778273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by randall miller
Start Entity:     Randall Miller
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Randall Miller --[(INV) directed_by]--> Class Act --[has_genre]--> Comedy
Path (Raw):       Randall Miller --[No Operation]--> Randall Miller --[(INV) directed_by]--> Class Act --[has_genre]--> Comedy
Neg LogProb(↓):   0.257108
Path Entropy(↓):  0.535893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed repo man
Start Entity:     Repo Man
Gold Answer:      [['Rudy Wurlitzer', 'Alex Cox', 'Frank Cottrell Boyce', 'Thomas Middleton', 'Dick Rude']]
Predicted Ans:    Alex Cox
Predicted Path:   Repo Man --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[written_by]--> Alex Cox
Path (Raw):       Repo Man --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[written_by]--> Alex Cox
Neg LogProb(↓):   0.373020
Path Entropy(↓):  0.736157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film diggers were in which genres
Start Entity:     Diggers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Diggers --[written_by]--> Ken Marino --[(INV) written_by]--> The Ten --[has_genre]--> Comedy
Path (Raw):       Diggers --[written_by]--> Ken Marino --[(INV) written_by]--> The Ten --[has_genre]--> Comedy
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in control
Start Entity:     Control
Gold Answer:      [['Joe Penhall', 'Catherine Linstrum', 'Jack Kerouac', 'Walter Campbell', 'Michel Faber', 'Andrew Stanton', 'Ian McEwan', 'Dick Clement', 'Ian La Frenais', 'Gerald McMorrow', 'Mark Andrews', 'Alan Warner', 'Avi Korine', 'Géla Babluani', 'Julie Taymor', 'Lynne Ramsay', 'Jonathan Glazer', 'Gary Yates', 'Lee MacDougall', 'Harmony Korine', 'Carine Adler', 'Cecilia Miniucchi', 'Edgar Rice Burroughs', 'Graham Greene', 'Vincent Ward', 'Jim Sheridan', 'Michael Chabon']]
Predicted Ans:    Jim Sheridan
Predicted Path:   Control --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[written_by]--> Jim Sheridan
Path (Raw):       Control --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[written_by]--> Jim Sheridan
Neg LogProb(↓):   0.057904
Path Entropy(↓):  0.290622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of money talks
Start Entity:     Money Talks
Gold Answer:      [['Ben Stiller', 'Jackie Chan', 'Edward Norton', 'Eddie Murphy', 'Alan Alda', 'Casey Affleck', 'Pierce Brosnan', 'Nicolas Cage', 'Woody Harrelson', 'Ralph Fiennes', 'Dwayne Johnson', 'Téa Leoni', 'Harvey Keitel', 'Ian McShane', 'Anthony Hopkins', 'John Hurt']]
Predicted Ans:    John Hurt
Predicted Path:   Money Talks --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[starred_actors]--> John Hurt
Path (Raw):       Money Talks --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.019994
Path Entropy(↓):  0.125985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film allan quatermain and the lost city of gold
Start Entity:     Allan Quatermain and the Lost City of Gold
Gold Answer:      [['H. Rider Haggard']]
Predicted Ans:    H. Rider Haggard
Predicted Path:   Allan Quatermain and the Lost City of Gold --[written_by]--> H. Rider Haggard --[(INV) written_by]--> She --[written_by]--> H. Rider Haggard
Path (Raw):       Allan Quatermain and the Lost City of Gold --[written_by]--> H. Rider Haggard --[(INV) written_by]--> She --[written_by]--> H. Rider Haggard
Neg LogProb(↓):   1.407861
Path Entropy(↓):  1.484360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film heartbreak ridge released
Start Entity:     Heartbreak Ridge
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Heartbreak Ridge --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Heartbreak Ridge --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   2.706588
Path Entropy(↓):  4.137071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of leo carrillo starred movies
Start Entity:     Leo Carrillo
Gold Answer:      [['William A. Wellman', 'Frank Borzage', 'Howard Hawks', 'Jack Conway']]
Predicted Ans:    Howard Hawks
Predicted Path:   Leo Carrillo --[(INV) starred_actors]--> Viva Villa! --[directed_by]--> Howard Hawks
Path (Raw):       Leo Carrillo --[No Operation]--> Leo Carrillo --[(INV) starred_actors]--> Viva Villa! --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.825898
Path Entropy(↓):  1.068028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is back to the beach
Start Entity:     Back to the Beach
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Back to the Beach --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Back to the Beach --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.186801
Path Entropy(↓):  4.496082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The cyclone is a film written by this person
Start Entity:     The Cyclone
Gold Answer:      [['Leonardo Pieraccioni']]
Predicted Ans:    Leonardo Pieraccioni
Predicted Path:   The Cyclone --[written_by]--> Leonardo Pieraccioni --[(INV) written_by]--> The Cyclone --[written_by]--> Leonardo Pieraccioni
Path (Raw):       The Cyclone --[written_by]--> Leonardo Pieraccioni --[(INV) written_by]--> The Cyclone --[written_by]--> Leonardo Pieraccioni
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie the boss of it all
Start Entity:     The Boss of It All
Gold Answer:      [['danish', 'lars von trier', 'boss']]
Predicted Ans:    lars von trier
Predicted Path:   The Boss of It All --[has_tags]--> lars von trier --[(INV) has_tags]--> The Boss of It All --[has_tags]--> lars von trier
Path (Raw):       The Boss of It All --[has_tags]--> lars von trier --[(INV) has_tags]--> The Boss of It All --[has_tags]--> lars von trier
Neg LogProb(↓):   0.290700
Path Entropy(↓):  0.846737
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the blind sunflowers
Start Entity:     The Blind Sunflowers
Gold Answer:      [['José Luis Cuerda']]
Predicted Ans:    José Luis Cuerda
Predicted Path:   The Blind Sunflowers --[directed_by]--> José Luis Cuerda --[(INV) directed_by]--> The Blind Sunflowers --[directed_by]--> José Luis Cuerda
Path (Raw):       The Blind Sunflowers --[directed_by]--> José Luis Cuerda --[(INV) directed_by]--> The Blind Sunflowers --[directed_by]--> José Luis Cuerda
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of little voice
Start Entity:     Little Voice
Gold Answer:      [['Dudley Moore', 'Tara Fitzgerald', 'Ewan McGregor', 'Greg McLane', 'Roy Hudd', 'Charlie Hardwick', 'Chris Beattie', 'Pete Postlethwaite']]
Predicted Ans:    Dudley Moore
Predicted Path:   Little Voice --[directed_by]--> Mark Herman --[(INV) directed_by]--> Blame It on the Bellboy --[starred_actors]--> Dudley Moore
Path (Raw):       Little Voice --[directed_by]--> Mark Herman --[(INV) directed_by]--> Blame It on the Bellboy --[starred_actors]--> Dudley Moore
Neg LogProb(↓):   0.197770
Path Entropy(↓):  0.532348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by paris barclay
Start Entity:     Paris Barclay
Gold Answer:      [['Marlon Wayans']]
Predicted Ans:    Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Predicted Path:   Paris Barclay --[(INV) directed_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[directed_by]--> Paris Barclay --[(INV) directed_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Path (Raw):       Paris Barclay --[(INV) directed_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[directed_by]--> Paris Barclay --[(INV) directed_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Neg LogProb(↓):   0.212344
Path Entropy(↓):  0.501927
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the writer of the barkleys of broadway starred who
Start Entity:     The Barkleys of Broadway
Gold Answer:      [['Fred Astaire', 'June Allyson', 'Gene Kelly', 'Ann Miller', 'Cyd Charisse', 'Betty Garrett', 'Dolores Gray', 'Peter Lawford', 'Frank Sinatra', 'Dan Dailey', 'Joan McCracken']]
Predicted Ans:    Ginger Rogers
Predicted Path:   The Barkleys of Broadway --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[starred_actors]--> Ginger Rogers
Path (Raw):       The Barkleys of Broadway --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[starred_actors]--> Ginger Rogers
Neg LogProb(↓):   0.872768
Path Entropy(↓):  1.709164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed the nun's story
Start Entity:     The Nun's Story
Gold Answer:      [['1964', '2009', '1948', '1966', '1944', '1957', '1960', '1950', '2008', '1982', '1973', '1953', '1955', '1952', '1977']]
Predicted Ans:    1948
Predicted Path:   The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[release_year]--> 1948
Path (Raw):       The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[release_year]--> 1948
Neg LogProb(↓):   1.354373
Path Entropy(↓):  2.128218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director roy ward baker
Start Entity:     Roy Ward Baker
Gold Answer:      [['Ingrid Pitt', 'Madeline Smith', 'Irene Miracle', 'Dennis Waterman', 'Jenny Hanley', 'Hugh Bonneville', 'John Carradine', 'Eleonora Giorgi', 'Leigh McCloskey', 'Richard Widmark', 'Daria Nicolodi', 'Bette Davis', 'Peter Cushing', 'Christopher Lee', 'Ian McKellen', 'Robert Ryan', 'Natasha Richardson', 'Sarah Roemer', 'Marilyn Monroe', 'Anna Massey', 'Daniel Massey', 'Loretta Young', 'Mike Pratt', 'Rhonda Fleming', 'Vincent Price', 'Brian Aherne']]
Predicted Ans:    Christopher Lee
Predicted Path:   Roy Ward Baker --[(INV) directed_by]--> Scars of Dracula --[starred_actors]--> Christopher Lee
Path (Raw):       Roy Ward Baker --[No Operation]--> Roy Ward Baker --[(INV) directed_by]--> Scars of Dracula --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.275280
Path Entropy(↓):  0.869394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by masatoshi nagase
Start Entity:     Masatoshi Nagase
Gold Answer:      [['Jim Jarmusch']]
Predicted Ans:    Jim Jarmusch
Predicted Path:   Masatoshi Nagase --[(INV) starred_actors]--> Mystery Train --[directed_by]--> Jim Jarmusch
Path (Raw):       Masatoshi Nagase --[No Operation]--> Masatoshi Nagase --[(INV) starred_actors]--> Mystery Train --[directed_by]--> Jim Jarmusch
Neg LogProb(↓):   0.000825
Path Entropy(↓):  0.006680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in strange days
Start Entity:     Strange Days
Gold Answer:      [['Polish', 'German']]
Predicted Ans:    German
Predicted Path:   Strange Days --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[in_language]--> German
Path (Raw):       Strange Days --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[in_language]--> German
Neg LogProb(↓):   0.432513
Path Entropy(↓):  0.790617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by ron kovic
Start Entity:     Ron Kovic
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Ron Kovic --[(INV) written_by]--> Born on the Fourth of July --[directed_by]--> Oliver Stone
Path (Raw):       Ron Kovic --[No Operation]--> Ron Kovic --[(INV) written_by]--> Born on the Fourth of July --[directed_by]--> Oliver Stone
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film command decision were in which genres
Start Entity:     Command Decision
Gold Answer:      [['Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Command Decision --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[has_genre]--> Drama
Path (Raw):       Command Decision --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[has_genre]--> Drama
Neg LogProb(↓):   0.011532
Path Entropy(↓):  0.082357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jeff nichols directed films
Start Entity:     Jeff Nichols
Gold Answer:      [['2012', '2011', '2007']]
Predicted Ans:    2007
Predicted Path:   Jeff Nichols --[(INV) directed_by]--> Shotgun Stories --[release_year]--> 2007
Path (Raw):       Jeff Nichols --[No Operation]--> Jeff Nichols --[(INV) directed_by]--> Shotgun Stories --[release_year]--> 2007
Neg LogProb(↓):   0.181889
Path Entropy(↓):  0.541349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by gerard corbiau in
Start Entity:     Gérard Corbiau
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Gérard Corbiau --[(INV) directed_by]--> Farinelli --[has_genre]--> Drama
Path (Raw):       Gérard Corbiau --[No Operation]--> Gérard Corbiau --[(INV) directed_by]--> Farinelli --[has_genre]--> Drama
Neg LogProb(↓):   0.004299
Path Entropy(↓):  0.028011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does oceans fall under
Start Entity:     Oceans
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Oceans --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Oceans --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.602793
Path Entropy(↓):  3.929410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the rose
Start Entity:     The Rose
Gold Answer:      [['Mark Rydell']]
Predicted Ans:    Mark Rydell
Predicted Path:   The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> Harry and Walter Go to New York --[directed_by]--> Mark Rydell
Path (Raw):       The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> Harry and Walter Go to New York --[directed_by]--> Mark Rydell
Neg LogProb(↓):   0.027118
Path Entropy(↓):  0.145121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is hell and high water
Start Entity:     Hell and High Water
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Hell and High Water --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Hell and High Water --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.253109
Path Entropy(↓):  4.602958
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by peter bergman
Start Entity:     Peter Bergman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter Bergman --[(INV) written_by]--> Americathon --[has_genre]--> Comedy
Path (Raw):       Peter Bergman --[No Operation]--> Peter Bergman --[(INV) written_by]--> Americathon --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by gary goldman
Start Entity:     Gary Goldman
Gold Answer:      [['Rachel Ticotin', 'Jonathan Pryce', 'Dom DeLuise', 'Arnold Schwarzenegger', 'Colin Farrell', 'Jessica Biel', 'Kate Beckinsale', 'Bryan Cranston', 'Charles Nelson Reilly', 'Cloris Leachman', 'Ronny Cox', 'Sharon Stone']]
Predicted Ans:    A Scanner Darkly
Predicted Path:   Gary Goldman --[(INV) written_by]--> Total Recall --[written_by]--> Philip K. Dick --[(INV) written_by]--> A Scanner Darkly
Path (Raw):       Gary Goldman --[(INV) written_by]--> Total Recall --[written_by]--> Philip K. Dick --[(INV) written_by]--> A Scanner Darkly
Neg LogProb(↓):   1.624465
Path Entropy(↓):  1.932080
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films stand up and cheer! are written by who
Start Entity:     Stand Up and Cheer!
Gold Answer:      [['Earl Derr Biggers']]
Predicted Ans:    Earl Derr Biggers
Predicted Path:   Stand Up and Cheer! --[directed_by]--> Hamilton MacFadden --[(INV) directed_by]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Path (Raw):       Stand Up and Cheer! --[directed_by]--> Hamilton MacFadden --[(INV) directed_by]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Neg LogProb(↓):   0.003401
Path Entropy(↓):  0.024303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing fear and desire
Start Entity:     Fear and Desire
Gold Answer:      [['bd-r', 'stanley kubrick']]
Predicted Ans:    bd-r
Predicted Path:   Fear and Desire --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Fear and Desire --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.488635
Path Entropy(↓):  0.669570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for leave her to heaven
Start Entity:     Leave Her to Heaven
Gold Answer:      [['John M. Stahl']]
Predicted Ans:    John M. Stahl
Predicted Path:   Leave Her to Heaven --[directed_by]--> John M. Stahl --[(INV) directed_by]--> The Keys of the Kingdom --[directed_by]--> John M. Stahl
Path (Raw):       Leave Her to Heaven --[directed_by]--> John M. Stahl --[(INV) directed_by]--> The Keys of the Kingdom --[directed_by]--> John M. Stahl
Neg LogProb(↓):   0.007863
Path Entropy(↓):  0.049754
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote dorian gray
Start Entity:     Dorian Gray
Gold Answer:      [['1988', '1972', '1944', '2004', '1925', '1999', '2002', '1945', '1947', '1974', '2013']]
Predicted Ans:    1988
Predicted Path:   Dorian Gray --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[release_year]--> 1988
Path (Raw):       Dorian Gray --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[release_year]--> 1988
Neg LogProb(↓):   0.902096
Path Entropy(↓):  1.367719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the kid with a bike
Start Entity:     The Kid with a Bike
Gold Answer:      [['luc dardenne']]
Predicted Ans:    luc dardenne
Predicted Path:   The Kid with a Bike --[has_tags]--> luc dardenne --[(INV) has_tags]--> The Son --[has_tags]--> luc dardenne
Path (Raw):       The Kid with a Bike --[has_tags]--> luc dardenne --[(INV) has_tags]--> The Son --[has_tags]--> luc dardenne
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film infamous were released in which years
Start Entity:     Infamous
Gold Answer:      [['1946', '2008', '2003', '1992', '1993', '2006', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '1994', '1932', '1983', '1995', '2001', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1986']]
Predicted Ans:    1984
Predicted Path:   Infamous --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Path (Raw):       Infamous --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Neg LogProb(↓):   1.422284
Path Entropy(↓):  2.361795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of slacker
Start Entity:     Slacker
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Slacker --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Path (Raw):       Slacker --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Neg LogProb(↓):   0.001453
Path Entropy(↓):  0.011304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was repo men written by
Start Entity:     Repo Men
Gold Answer:      [['Eric Garcia']]
Predicted Ans:    Eric Garcia
Predicted Path:   Repo Men --[written_by]--> Eric Garcia --[(INV) written_by]--> Matchstick Men --[written_by]--> Eric Garcia
Path (Raw):       Repo Men --[written_by]--> Eric Garcia --[(INV) written_by]--> Matchstick Men --[written_by]--> Eric Garcia
Neg LogProb(↓):   0.284794
Path Entropy(↓):  0.559939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by john cornell release
Start Entity:     John Cornell
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   John Cornell --[(INV) directed_by]--> Almost an Angel --[release_year]--> 1990
Path (Raw):       John Cornell --[No Operation]--> John Cornell --[(INV) directed_by]--> Almost an Angel --[release_year]--> 1990
Neg LogProb(↓):   0.003354
Path Entropy(↓):  0.022425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie kinetta were in which genres
Start Entity:     Kinetta
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kinetta --[written_by]--> Yorgos Lanthimos --[(INV) written_by]--> Dogtooth --[has_genre]--> Drama
Path (Raw):       Kinetta --[written_by]--> Yorgos Lanthimos --[(INV) written_by]--> Dogtooth --[has_genre]--> Drama
Neg LogProb(↓):   0.004120
Path Entropy(↓):  0.028331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of army of darkness
Start Entity:     Army of Darkness
Gold Answer:      [['Alison Lohman', 'Louise Lasser', 'Jennifer Jason Leigh', 'Lorna Raver', 'Kirsten Dunst', 'Paul L. Smith', 'Brion James', 'Frances McDormand', 'Thomas Haden Church', 'Liam Neeson', 'Colin Friels', 'Larry Drake', 'Paul Newman', 'James Franco', 'Eileen Davidson', 'Tim Robbins', 'Bruce Campbell', 'Ellen Sandweiss', 'Betsy Baker', 'Tobey Maguire', 'Justin Long']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Army of Darkness --[written_by]--> Sam Raimi --[(INV) written_by]--> Within the Woods --[starred_actors]--> Bruce Campbell
Path (Raw):       Army of Darkness --[written_by]--> Sam Raimi --[(INV) written_by]--> Within the Woods --[starred_actors]--> Bruce Campbell
Neg LogProb(↓):   0.585913
Path Entropy(↓):  1.011182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in aloha summer
Start Entity:     Aloha Summer
Gold Answer:      [['Yuji Okumoto', 'Chris Makepeace', 'Don Michael Paul']]
Predicted Ans:    Chris Makepeace
Predicted Path:   Aloha Summer --[starred_actors]--> Chris Makepeace --[(INV) starred_actors]--> My Bodyguard --[starred_actors]--> Chris Makepeace
Path (Raw):       Aloha Summer --[starred_actors]--> Chris Makepeace --[(INV) starred_actors]--> My Bodyguard --[starred_actors]--> Chris Makepeace
Neg LogProb(↓):   0.049772
Path Entropy(↓):  0.244109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in alex cross
Start Entity:     Alex Cross
Gold Answer:      [['Peter Webber', 'Pete Travis', 'McG', 'Darren Grant', 'David Fincher', 'Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Alex Cross --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[directed_by]--> Tyler Perry
Path (Raw):       Alex Cross --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[directed_by]--> Tyler Perry
Neg LogProb(↓):   0.058744
Path Entropy(↓):  0.328591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of innocence were directed by who
Start Entity:     Innocence
Gold Answer:      [['Georg Wilhelm Pabst', 'Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Innocence --[written_by]--> Paul Cox --[(INV) written_by]--> Human Touch --[directed_by]--> Paul Cox
Path (Raw):       Innocence --[written_by]--> Paul Cox --[(INV) written_by]--> Human Touch --[directed_by]--> Paul Cox
Neg LogProb(↓):   0.009623
Path Entropy(↓):  0.063921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the cross of lorraine
Start Entity:     The Cross of Lorraine
Gold Answer:      [['1980', '1954', '1944', '1993', '1974', '1977', '1939', '1957', '1951', '1973', '1976', '1948', '1942', '1955', '2011', '1949', '1950', '1960', '1999', '1945', '1952', '1958']]
Predicted Ans:    1951
Predicted Path:   The Cross of Lorraine --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris --[release_year]--> 1951
Path (Raw):       The Cross of Lorraine --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris --[release_year]--> 1951
Neg LogProb(↓):   0.550046
Path Entropy(↓):  1.632627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film duel
Start Entity:     Duel
Gold Answer:      [['1966', '1960', '1970']]
Predicted Ans:    1970
Predicted Path:   Duel --[starred_actors]--> Dennis Weaver --[(INV) starred_actors]--> A Man Called Sledge --[release_year]--> 1970
Path (Raw):       Duel --[starred_actors]--> Dennis Weaver --[(INV) starred_actors]--> A Man Called Sledge --[release_year]--> 1970
Neg LogProb(↓):   0.724020
Path Entropy(↓):  1.168917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the hired hand
Start Entity:     The Hired Hand
Gold Answer:      [['Wanda Nevada']]
Predicted Ans:    The Hired Hand
Predicted Path:   The Hired Hand --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand
Path (Raw):       The Hired Hand --[No Operation]--> The Hired Hand --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand
Neg LogProb(↓):   0.129407
Path Entropy(↓):  0.372376
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies written by the writer of mr. pip
Start Entity:     Mr. Pip
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mr. Pip --[written_by]--> Andrew Adamson --[(INV) written_by]--> Shrek 2 --[has_genre]--> Comedy
Path (Raw):       Mr. Pip --[written_by]--> Andrew Adamson --[(INV) written_by]--> Shrek 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.509543
Path Entropy(↓):  0.732137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in tamara drewe
Start Entity:     Tamara Drewe
Gold Answer:      [['Thriller', 'Fantasy', 'Comedy', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Tamara Drewe --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> Runner Runner --[has_genre]--> Thriller
Path (Raw):       Tamara Drewe --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> Runner Runner --[has_genre]--> Thriller
Neg LogProb(↓):   0.256614
Path Entropy(↓):  0.741092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by isaac cravit in
Start Entity:     Isaac Cravit
Gold Answer:      [['Mystery', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Isaac Cravit --[(INV) directed_by]--> Solo --[has_genre]--> Thriller
Path (Raw):       Isaac Cravit --[No Operation]--> Isaac Cravit --[(INV) directed_by]--> Solo --[has_genre]--> Thriller
Neg LogProb(↓):   0.194207
Path Entropy(↓):  0.522988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by tobe hooper release
Start Entity:     Tobe Hooper
Gold Answer:      [['1995', '2000', '1990', '2005', '1993', '2004', '1982', '1985', '1953', '1981', '1986', '1974', '1977']]
Predicted Ans:    1981
Predicted Path:   Tobe Hooper --[(INV) directed_by]--> The Funhouse --[release_year]--> 1981
Path (Raw):       Tobe Hooper --[No Operation]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[release_year]--> 1981
Neg LogProb(↓):   0.996836
Path Entropy(↓):  2.015958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of l'amour fou
Start Entity:     L'amour fou
Gold Answer:      [['Celine and Julie Go Boating', 'The Duchess of Langeais', 'The Nun', 'La Belle Noiseuse', 'Paris Belongs to Us', 'The Story of Marie and Julien']]
Predicted Ans:    La Belle Noiseuse
Predicted Path:   L'amour fou --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> La Belle Noiseuse
Path (Raw):       L'amour fou --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> La Belle Noiseuse --[No Operation]--> La Belle Noiseuse
Neg LogProb(↓):   0.535538
Path Entropy(↓):  1.294949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the morning after are written by who
Start Entity:     The Morning After
Gold Answer:      [['Walter Hill', 'Michael Traeger', 'Luis Puenzo', 'Aída Bortnik', 'Stéphane Robelin', 'Lawrence Block', 'David Lee Henry', 'Stan Lee', 'Horace McCoy', 'Larry McMurtry', 'Leonard Gardner', 'Richard Condon', 'Roger Vadim', 'Anya Kochoff', 'Edgar Wallace', 'James Ashmore Creelman', 'Scott Cooper', 'Michael Cimino', 'Mark Fergus', 'Robert Benton', 'Lorenzo Semple Jr.', 'Charles Leavitt', 'Wyatt Cooper', 'Gene Brewer', 'Grant Stuart', 'Gene Allen', 'Thomas Cobb', 'Joel Coen', 'Julius J. Epstein', 'Charles Gaines', 'John Pielmeier', 'William Richert', 'Don Mankiewicz', 'Thomas McGuane', 'Erick Zonca', 'Peter S. Beagle', 'Bob Rafelson', 'Ross Thomas', 'Jack Kirby', 'Ernest Thompson', 'Roy Chanslor', 'Ehren Kruger', 'Carlos Fuentes', 'Rob Thompson', 'Martin Bell', 'Nicholas Stoller', 'Jeffrey Alan Fiskin', 'Newton Thornburg', 'Lois Lowry', 'Robert E. Thompson', 'Mike Gray', 'Frank Pierson', 'Judd Apatow', 'Muriel Resnik', 'Gérard Oury', 'André Cayatte', 'Alan J. Pakula', 'James Bridges', 'Jon Ronson', 'Chris Buck', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'Merian C. Cooper', 'Rafael Yglesias', 'Ruth Rose', 'Neil Simon', 'David Newman', 'Sam Shepard', 'Oliver Stone', 'George LaVoo', 'Jon Katz', 'Nancy Dowd', 'Thomas C. Ryan', 'Bert Gilden', 'Irving Wallace', 'Richard LaGravenese', 'Larry Lieber', 'Don Heck', 'Hawk Ostby', 'Matt Holloway', 'Art Marcum', 'Robert C. Jones', 'Francis Ford Coppola', 'Steve Kloves', 'John Fante', 'Edgar Allan Poe', 'Charles Portis', 'Louis Malle', 'Peter M. Lenkov', 'Lillian Hellman', 'Federico Fellini', 'Jessica Bendinger', 'Thomas Babe', 'Rod Lurie', 'Ash Brannon', 'Peter Jackson', 'Dexter Fletcher', 'Tom Wolfe', 'Waldo Salt', 'Albert Brooks', 'Peter Bogdanovich', 'Ethan Coen', 'George Sluizer', 'Jorge Amado', 'Tim Krabbé', 'Bruce A. Evans', 'Raynold Gideon', 'Marguerite Roberts', 'Larry Charles', 'Bob Dylan', 'Walter Newman', 'Nelson Algren', 'Alvin Sargent', 'Horton Foote', 'James Poe']]
Predicted Ans:    Louis Malle
Predicted Path:   The Morning After --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Path (Raw):       The Morning After --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Neg LogProb(↓):   0.647148
Path Entropy(↓):  1.369463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the good son
Start Entity:     The Good Son
Gold Answer:      [['Drama']]
Predicted Ans:    Thriller
Predicted Path:   The Good Son --[written_by]--> Ian McEwan --[(INV) written_by]--> The Good Son --[has_genre]--> Thriller
Path (Raw):       The Good Son --[written_by]--> Ian McEwan --[(INV) written_by]--> The Good Son --[has_genre]--> Thriller
Neg LogProb(↓):   0.000501
Path Entropy(↓):  0.004913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie dark house
Start Entity:     Dark House
Gold Answer:      [['1995', '1998', '2001', '1989', '2006', '2011']]
Predicted Ans:    2014
Predicted Path:   Dark House --[directed_by]--> Victor Salva --[(INV) directed_by]--> Dark House --[release_year]--> 2014
Path (Raw):       Dark House --[directed_by]--> Victor Salva --[(INV) directed_by]--> Dark House --[release_year]--> 2014
Neg LogProb(↓):   0.740130
Path Entropy(↓):  1.360995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by manuel komroff
Start Entity:     Manuel Komroff
Gold Answer:      [['Sam Jaffe', 'Louise Dresser', 'Marlene Dietrich']]
Predicted Ans:    Marlene Dietrich
Predicted Path:   Manuel Komroff --[(INV) written_by]--> The Scarlet Empress --[starred_actors]--> Marlene Dietrich
Path (Raw):       Manuel Komroff --[No Operation]--> Manuel Komroff --[(INV) written_by]--> The Scarlet Empress --[starred_actors]--> Marlene Dietrich
Neg LogProb(↓):   0.022126
Path Entropy(↓):  0.113466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film dangerous ground were in which genres
Start Entity:     Dangerous Ground
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Dangerous Ground --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground --[has_genre]--> Thriller
Path (Raw):       Dangerous Ground --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground --[has_genre]--> Thriller
Neg LogProb(↓):   0.444950
Path Entropy(↓):  0.729507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the primary language in the film the last deadly mission
Start Entity:     The Last Deadly Mission
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Last Deadly Mission --[in_language]--> French --[(INV) in_language]--> The Love Parade --[in_language]--> French
Path (Raw):       The Last Deadly Mission --[in_language]--> French --[(INV) in_language]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   1.832632
Path Entropy(↓):  2.844884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by sriram raghavan
Start Entity:     Sriram Raghavan
Gold Answer:      [['Kareena Kapoor', 'Saif Ali Khan']]
Predicted Ans:    Kareena Kapoor
Predicted Path:   Sriram Raghavan --[(INV) directed_by]--> Agent Vinod --[starred_actors]--> Kareena Kapoor
Path (Raw):       Sriram Raghavan --[No Operation]--> Sriram Raghavan --[(INV) directed_by]--> Agent Vinod --[starred_actors]--> Kareena Kapoor
Neg LogProb(↓):   0.447695
Path Entropy(↓):  0.654012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the life aquatic with steve zissou
Start Entity:     The Life Aquatic with Steve Zissou
Gold Answer:      [['Noah Baumbach', 'Wes Anderson']]
Predicted Ans:    Noah Baumbach
Predicted Path:   The Life Aquatic with Steve Zissou --[written_by]--> Noah Baumbach --[(INV) written_by]--> Greenberg --[directed_by]--> Noah Baumbach
Path (Raw):       The Life Aquatic with Steve Zissou --[written_by]--> Noah Baumbach --[(INV) written_by]--> Greenberg --[directed_by]--> Noah Baumbach
Neg LogProb(↓):   0.234417
Path Entropy(↓):  0.598703
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote antonio das mortes
Start Entity:     Antonio das Mortes
Gold Answer:      [['Glauber Rocha']]
Predicted Ans:    Glauber Rocha
Predicted Path:   Antonio das Mortes --[written_by]--> Glauber Rocha --[(INV) written_by]--> Entranced Earth --[written_by]--> Glauber Rocha
Path (Raw):       Antonio das Mortes --[written_by]--> Glauber Rocha --[(INV) written_by]--> Entranced Earth --[written_by]--> Glauber Rocha
Neg LogProb(↓):   0.092545
Path Entropy(↓):  0.298956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by joanna miles in
Start Entity:     Joanna Miles
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Joanna Miles --[(INV) starred_actors]--> Bug --[has_genre]--> Horror
Path (Raw):       Joanna Miles --[No Operation]--> Joanna Miles --[(INV) starred_actors]--> Bug --[has_genre]--> Horror
Neg LogProb(↓):   0.693197
Path Entropy(↓):  0.693697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film tales from the crypt
Start Entity:     Tales from the Crypt
Gold Answer:      [['Matthew Robbins', 'Hal Barwood', 'Arthur Wimperis', 'A.E.W. Mason', 'Joseph Conrad', 'Augustus Goetz', 'Henry James', 'Ian Dalrymple', 'Gilbert Wakefield']]
Predicted Ans:    Milton Subotsky
Predicted Path:   Tales from the Crypt --[starred_actors]--> Ralph Richardson --[(INV) starred_actors]--> Tales from the Crypt --[written_by]--> Milton Subotsky
Path (Raw):       Tales from the Crypt --[starred_actors]--> Ralph Richardson --[(INV) starred_actors]--> Tales from the Crypt --[written_by]--> Milton Subotsky
Neg LogProb(↓):   0.658313
Path Entropy(↓):  0.802476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie megaforce were in which genres
Start Entity:     Megaforce
Gold Answer:      [['Western', 'Comedy', 'Action']]
Predicted Ans:    Western
Predicted Path:   Megaforce --[directed_by]--> Hal Needham --[(INV) directed_by]--> The Villain --[has_genre]--> Western
Path (Raw):       Megaforce --[directed_by]--> Hal Needham --[(INV) directed_by]--> The Villain --[has_genre]--> Western
Neg LogProb(↓):   0.136909
Path Entropy(↓):  0.492077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a fistful of dollars also wrote which films
Start Entity:     A Fistful of Dollars
Gold Answer:      [['Once Upon a Time in America', 'The Good, the Bad and the Ugly', 'Once Upon a Time in the West', 'For a Few Dollars More']]
Predicted Ans:    For a Few Dollars More
Predicted Path:   A Fistful of Dollars --[written_by]--> Sergio Leone --[(INV) written_by]--> For a Few Dollars More
Path (Raw):       A Fistful of Dollars --[written_by]--> Sergio Leone --[(INV) written_by]--> For a Few Dollars More --[No Operation]--> For a Few Dollars More
Neg LogProb(↓):   0.147364
Path Entropy(↓):  0.519637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor arthur franz starred together with who
Start Entity:     Arthur Franz
Gold Answer:      [['Adolphe Menjou', 'Joan Fontaine', 'Sidney Blackmer', 'Dana Andrews', 'Amber Tamblyn', 'Marie Windsor', 'Jesse Metcalfe', 'Dick Foran', 'Gerald Mohr', 'Brett Halsey', 'Michael Douglas', 'Jimmy Hunt', 'Helena Carter']]
Predicted Ans:    Amber Tamblyn
Predicted Path:   Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[starred_actors]--> Amber Tamblyn
Path (Raw):       Arthur Franz --[No Operation]--> Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[starred_actors]--> Amber Tamblyn
Neg LogProb(↓):   0.882029
Path Entropy(↓):  1.130141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about vera farmiga
Start Entity:     vera farmiga
Gold Answer:      [['The Departed', 'The Conjuring', 'Higher Ground', 'Source Code', 'The Judge']]
Predicted Ans:    Higher Ground
Predicted Path:   vera farmiga --[(INV) has_tags]--> Higher Ground --[has_tags]--> vera farmiga --[(INV) has_tags]--> Higher Ground
Path (Raw):       vera farmiga --[(INV) has_tags]--> Higher Ground --[has_tags]--> vera farmiga --[(INV) has_tags]--> Higher Ground
Neg LogProb(↓):   0.276790
Path Entropy(↓):  0.769953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of leif
Start Entity:     Leif
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Leif --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Leif --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.028290
Path Entropy(↓):  4.491629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by king of california actors
Start Entity:     King of California
Gold Answer:      [['Fritz Lang', 'Peter Hyams', 'Ryan Murphy', 'Arthur Hiller', 'Adrian Lyne', 'Michael Crichton', 'Lewis Teague', 'Harald Zwart', 'Barry Levinson', 'Steven Hilliard Stern', 'Robert Redford', 'Brian Koppelman', 'David Levien', 'David Seltzer', 'Jon Turteltaub', 'Fredrik Bond', 'Julie Taymor', 'Clark Johnson', 'Vadim Perelman', 'Ridley Scott', 'Bernard McEveety', 'Andrew Davis', 'Joel Schumacher', 'Gary Fleder', 'Michael Winner', 'Danny DeVito', 'Curtis Hanson', 'Robert Zemeckis', 'Andrew Fleming', 'Stephen Hopkins', 'Peter Askin', 'Darren Aronofsky', 'Catherine Hardwicke', 'Fred Schepisi', 'Mark Waters', 'Timothy Hutton', 'David Fincher', 'Paul Verhoeven', 'Rob Reiner', 'James Bridges', 'Marcos Siega']]
Predicted Ans:    Fritz Lang
Predicted Path:   King of California --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[directed_by]--> Fritz Lang
Path (Raw):       King of California --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.430706
Path Entropy(↓):  1.278193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of big eyes
Start Entity:     Big Eyes
Gold Answer:      [['Water for Elephants', 'The Wedding Date', 'On the Road', 'The Fighter', 'Inglourious Basterds', 'Django Unchained', "Charlie Wilson's War", 'Doubt', 'Moonlight Serenade', 'Carnage', 'Sunshine Cleaning', 'Enchanted', 'The Muppets', 'The Zero Theorem', 'Leap Year', 'Man of Steel', 'Cruel Intentions 2', 'Standing Still', 'American Hustle']]
Predicted Ans:    American Hustle
Predicted Path:   Big Eyes --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle
Path (Raw):       Big Eyes --[starred_actors]--> Amy Adams --[No Operation]--> Amy Adams --[(INV) starred_actors]--> American Hustle
Neg LogProb(↓):   0.154208
Path Entropy(↓):  0.576163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of donald spoto written films
Start Entity:     Donald Spoto
Gold Answer:      [['Julian Jarrold', 'David Riker', 'Sande Zeig']]
Predicted Ans:    Julian Jarrold
Predicted Path:   Donald Spoto --[(INV) written_by]--> The Girl --[directed_by]--> Julian Jarrold
Path (Raw):       Donald Spoto --[No Operation]--> Donald Spoto --[(INV) written_by]--> The Girl --[directed_by]--> Julian Jarrold
Neg LogProb(↓):   0.030873
Path Entropy(↓):  0.148503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Abigail spencer appears in which movies
Start Entity:     Abigail Spencer
Gold Answer:      [['In My Sleep']]
Predicted Ans:    In My Sleep
Predicted Path:   Abigail Spencer --[(INV) starred_actors]--> In My Sleep --[starred_actors]--> Abigail Spencer --[(INV) starred_actors]--> In My Sleep
Path (Raw):       Abigail Spencer --[(INV) starred_actors]--> In My Sleep --[starred_actors]--> Abigail Spencer --[(INV) starred_actors]--> In My Sleep
Neg LogProb(↓):   0.428558
Path Entropy(↓):  0.695866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of failan also starred in which movies
Start Entity:     Failan
Gold Answer:      [['The Promise', 'Dangerous Liaisons']]
Predicted Ans:    Dangerous Liaisons
Predicted Path:   Failan --[starred_actors]--> Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons
Path (Raw):       Failan --[starred_actors]--> Cecilia Cheung --[No Operation]--> Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons
Neg LogProb(↓):   0.127157
Path Entropy(↓):  0.375342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of nim's island
Start Entity:     Nim's Island
Gold Answer:      [['Playing for Keeps', 'The Bounty Hunter', 'Timeline', 'Zombieland', 'Little Miss Sunshine', 'Foxes', 'Gamer', 'No Reservations', 'Panic Room', 'How to Train Your Dragon', 'RocknRolla', 'The Ugly Truth', 'Catchfire', 'Elysium', 'The Silence of the Lambs', 'Haunter', 'Carny', 'Flightplan', 'Little Man Tate', "Ender's Game", 'Olympus Has Fallen', 'Carnage', 'Rango', 'Maverick', 'The Little Girl Who Lives Down the Lane', 'Machine Gun Preacher', 'Law Abiding Citizen', 'The Brave One', 'Freaky Friday', 'Dracula 2000', 'Zambezia', 'The Call', 'Signs', 'How to Train Your Dragon 2', 'The Hotel New Hampshire', 'Candleshoe', 'Nell', 'Bugsy Malone', 'Sommersby', 'Janie Jones', 'Anna and the King', 'Perfect Sisters', 'The Beaver', '300', 'The Accused', 'Contact', 'Inside Man', 'Five Corners', 'The Phantom of the Opera', 'Reign of Fire', "My Sister's Keeper"]]
Predicted Ans:    Carnage
Predicted Path:   Nim's Island --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage
Path (Raw):       Nim's Island --[starred_actors]--> Jodie Foster --[No Operation]--> Jodie Foster --[(INV) starred_actors]--> Carnage
Neg LogProb(↓):   1.081401
Path Entropy(↓):  2.312015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by bob peterson were directed by who
Start Entity:     Bob Peterson
Gold Answer:      [['Pete Docter']]
Predicted Ans:    Pete Docter
Predicted Path:   Bob Peterson --[(INV) directed_by]--> Up --[directed_by]--> Pete Docter
Path (Raw):       Bob Peterson --[No Operation]--> Bob Peterson --[(INV) directed_by]--> Up --[directed_by]--> Pete Docter
Neg LogProb(↓):   0.007872
Path Entropy(↓):  0.048863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film hard times are written by who
Start Entity:     Hard Times
Gold Answer:      [['Rainer Werner Fassbinder', 'Brian Garfield', 'David Lee Henry', 'Don Jakoby', 'Jacques Demy', 'Gail Morgan Hickman', 'Alistair MacLean', 'Fred Coe', 'John Crowther', 'John Melson', 'R. Lance Hill', 'Sergio Donati', 'Richard Matheson', 'Tennessee Williams', 'Bernardo Bertolucci', 'Francis Ford Coppola', 'Sergio Leone', 'Wendell Mayes', 'Dario Argento', 'Walter Wager', 'William Roberts', 'Elmore Leonard', 'Leo Gordon', 'Peter Maas']]
Predicted Ans:    Sergio Leone
Predicted Path:   Hard Times --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Path (Raw):       Hard Times --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Neg LogProb(↓):   1.056953
Path Entropy(↓):  1.562142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by to have and have not writers
Start Entity:     To Have and Have Not
Gold Answer:      [['Romance', 'Short', 'Drama', 'War', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   To Have and Have Not --[written_by]--> Ernest Hemingway --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       To Have and Have Not --[written_by]--> Ernest Hemingway --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   1.851628
Path Entropy(↓):  2.351461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the iron giant
Start Entity:     The Iron Giant
Gold Answer:      [['The Bounty Hunter', 'The Good Girl', 'Riddick', "We're the Millers", 'Boiler Room', 'Dream for an Insomniac', 'Cake', 'Love Happens', 'The Chronicles of Riddick', 'The Switch', 'The Break-Up', 'Guardians of the Galaxy', 'A Man Apart', 'Fast Five', 'Wanderlust', 'Leprechaun', 'Just Go with It', 'Babylon A.D.', 'Pitch Black', 'The Fast and the Furious', 'Knockaround Guys', 'Rumor Has It...', 'Rock Star', 'Management', 'Find Me Guilty', 'Office Space', 'The Object of My Affection', 'Los Bandoleros', 'Along Came Polly', 'The Pacifier', 'Picture Perfect']]
Predicted Ans:    The Fast and the Furious
Predicted Path:   The Iron Giant --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Fast and the Furious
Path (Raw):       The Iron Giant --[starred_actors]--> Vin Diesel --[No Operation]--> Vin Diesel --[(INV) starred_actors]--> The Fast and the Furious
Neg LogProb(↓):   0.925044
Path Entropy(↓):  1.789596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of greed
Start Entity:     Greed
Gold Answer:      [['Betty Compson', 'Erich von Stroheim', 'Mary Philbin', 'Norman Kerry', 'Maude George', 'Rudolph Christians', 'Miss DuPont']]
Predicted Ans:    Zasu Pitts
Predicted Path:   Greed --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> Greed --[starred_actors]--> Zasu Pitts
Path (Raw):       Greed --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> Greed --[starred_actors]--> Zasu Pitts
Neg LogProb(↓):   0.003476
Path Entropy(↓):  0.025816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with if a man answers fall under
Start Entity:     If a Man Answers
Gold Answer:      [['Adventure', 'Western', 'Animation', 'Musical']]
Predicted Ans:    Musical
Predicted Path:   If a Man Answers --[directed_by]--> Henry Levin --[(INV) directed_by]--> April Love --[has_genre]--> Musical
Path (Raw):       If a Man Answers --[directed_by]--> Henry Levin --[(INV) directed_by]--> April Love --[has_genre]--> Musical
Neg LogProb(↓):   0.004409
Path Entropy(↓):  0.029417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did edward n. luttwak write the story for
Start Entity:     Edward N. Luttwak
Gold Answer:      [['Power Play']]
Predicted Ans:    Power Play
Predicted Path:   Edward N. Luttwak --[(INV) written_by]--> Power Play --[written_by]--> Edward N. Luttwak --[(INV) written_by]--> Power Play
Path (Raw):       Edward N. Luttwak --[(INV) written_by]--> Power Play --[written_by]--> Edward N. Luttwak --[(INV) written_by]--> Power Play
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by manuel manquina
Start Entity:     Manuel Manquiña
Gold Answer:      [['Fernando Guillén Cuervo', 'Juanma Bajo Ulloa', 'Karra Elejalde']]
Predicted Ans:    Fernando Guillén Cuervo
Predicted Path:   Manuel Manquiña --[(INV) starred_actors]--> Airbag --[written_by]--> Fernando Guillén Cuervo
Path (Raw):       Manuel Manquiña --[No Operation]--> Manuel Manquiña --[(INV) starred_actors]--> Airbag --[written_by]--> Fernando Guillén Cuervo
Neg LogProb(↓):   0.012301
Path Entropy(↓):  0.066909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the escapist
Start Entity:     The Escapist
Gold Answer:      [['Gary Lewis', 'Andy Serkis', 'Jonny Lee Miller']]
Predicted Ans:    Joseph Fiennes
Predicted Path:   The Escapist --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Killing Me Softly --[starred_actors]--> Joseph Fiennes
Path (Raw):       The Escapist --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Killing Me Softly --[starred_actors]--> Joseph Fiennes
Neg LogProb(↓):   0.348571
Path Entropy(↓):  1.040661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by the the doors director
Start Entity:     The Doors
Gold Answer:      [['Documentary', 'Biography', 'Drama', 'War', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   The Doors --[directed_by]--> Oliver Stone --[(INV) directed_by]--> South of the Border --[has_genre]--> Documentary
Path (Raw):       The Doors --[directed_by]--> Oliver Stone --[(INV) directed_by]--> South of the Border --[has_genre]--> Documentary
Neg LogProb(↓):   0.699670
Path Entropy(↓):  1.595075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by havard lilleheie in
Start Entity:     Håvard Lilleheie
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Håvard Lilleheie --[(INV) starred_actors]--> United --[in_language]--> Norwegian
Path (Raw):       Håvard Lilleheie --[No Operation]--> Håvard Lilleheie --[(INV) starred_actors]--> United --[in_language]--> Norwegian
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film attack of the crab monsters
Start Entity:     Attack of the Crab Monsters
Gold Answer:      [['Joyce Hooper Corrington', 'Nicholas Niciphor', 'Ulli Lommel', 'Charles Beaumont', 'Richard Matheson', 'John Sayles', 'Lou Rusoff', 'Charles B. Griffith', 'Claire Denis', 'John William Corrington', 'Ben Livingston', 'Hannah Shakespeare', 'Edgar Allan Poe', 'Jack Nicholson', 'Howard Browne', 'R. Wright Campbell', 'Robert Towne']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Attack of the Crab Monsters --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace --[written_by]--> Edgar Allan Poe
Path (Raw):       Attack of the Crab Monsters --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.397022
Path Entropy(↓):  1.858232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film peter ibbetson
Start Entity:     Peter Ibbetson
Gold Answer:      [['Constance Collier']]
Predicted Ans:    Constance Collier
Predicted Path:   Peter Ibbetson --[written_by]--> Constance Collier --[(INV) written_by]--> Peter Ibbetson --[written_by]--> Constance Collier
Path (Raw):       Peter Ibbetson --[written_by]--> Constance Collier --[(INV) written_by]--> Peter Ibbetson --[written_by]--> Constance Collier
Neg LogProb(↓):   0.020935
Path Entropy(↓):  0.100817
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of fool for love also starred in which movies
Start Entity:     Fool for Love
Gold Answer:      [['Stealth', 'The Magical Legend of the Leprechauns', 'Thunderheart', 'Nadine', "National Lampoon's Vacation", 'Kart Racer', 'The Marrying Man', 'Frances', 'Blackthorn', '8 Mile', 'Repo Man', 'The Natural', 'Cool World', 'Final Analysis', 'Hard Rain', 'Bye Bye Love', 'Sonny', 'Carolina', 'Brokeback Mountain', 'The Good Life', 'Vegas Vacation', 'Days of Thunder', 'People I Know', 'Hamlet', 'Voyager', 'Blind Date', 'The Real McCoy', 'The Thin Blue Lie', 'Cold in July', 'Cockfighter', 'Country', 'Bless the Child', 'The Right Stuff', 'The Accidental Husband', 'Down Periscope', 'Parents', 'Kingpin', 'Third Person', 'No Mercy', 'Blind Horizon', 'Safe Passage', 'Straight Time', 'The Man Who Loved Women', 'Cellular', 'The Getaway', 'Breakout', 'Alien', 'The Missouri Breaks', 'One Magic Christmas', 'While She Was Out', 'I Dreamed of Africa', 'Batman', 'My Stepmother Is an Alien', 'Days of Heaven', 'Man Trouble', "The Slugger's Wife", "No Man's Land", 'Even Money', 'Resurrection', 'Last Dance', 'Black Cadillac', 'The Rose', 'Paris, Texas', 'Mother Lode', 'The Open Road', 'Twister']]
Predicted Ans:    Hamlet
Predicted Path:   Fool for Love --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet
Path (Raw):       Fool for Love --[starred_actors]--> Sam Shepard --[No Operation]--> Sam Shepard --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.434536
Path Entropy(↓):  1.206232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film the assassination of jesse james by the coward robert ford
Start Entity:     The Assassination of Jesse James by the Coward Robert Ford
Gold Answer:      [['Andrew Dominik']]
Predicted Ans:    Andrew Dominik
Predicted Path:   The Assassination of Jesse James by the Coward Robert Ford --[directed_by]--> Andrew Dominik --[(INV) directed_by]--> The Assassination of Jesse James by the Coward Robert Ford --[directed_by]--> Andrew Dominik
Path (Raw):       The Assassination of Jesse James by the Coward Robert Ford --[directed_by]--> Andrew Dominik --[(INV) directed_by]--> The Assassination of Jesse James by the Coward Robert Ford --[directed_by]--> Andrew Dominik
Neg LogProb(↓):   0.173642
Path Entropy(↓):  0.521793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film 50 first dates
Start Entity:     50 First Dates
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '1974', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1991', '1999']]
Predicted Ans:    2004
Predicted Path:   50 First Dates --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       50 First Dates --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   0.894817
Path Entropy(↓):  1.747962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the keys to the house
Start Entity:     The Keys to the House
Gold Answer:      [['The Stolen Children', 'Lamerica', 'The Missing Star']]
Predicted Ans:    The Missing Star
Predicted Path:   The Keys to the House --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Missing Star
Path (Raw):       The Keys to the House --[No Operation]--> The Keys to the House --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Missing Star
Neg LogProb(↓):   0.373283
Path Entropy(↓):  1.069924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is zatoichi the outlaw in
Start Entity:     Zatoichi the Outlaw
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Zatoichi the Outlaw --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Zatoichi the Outlaw --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   2.210323
Path Entropy(↓):  3.380810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in puss in boots
Start Entity:     Puss in Boots
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Short', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Puss in Boots --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Path (Raw):       Puss in Boots --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Neg LogProb(↓):   0.503721
Path Entropy(↓):  1.656760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie spider - man 2
Start Entity:     Spider-Man 2
Gold Answer:      [['David Koepp', 'Mitchell Kapner', "Louis L'Amour", 'Billy Bob Thornton', 'Steve Ditko', 'Sam Raimi', 'Michael Shaara', 'Alvin Sargent', 'Scott Spiegel', 'L. Frank Baum', 'Joel Coen', 'Tom Epperson', 'Stan Lee', 'Ivan Raimi', 'Simon Moore']]
Predicted Ans:    Sam Raimi
Predicted Path:   Spider-Man 2 --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Within the Woods --[written_by]--> Sam Raimi
Path (Raw):       Spider-Man 2 --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Within the Woods --[written_by]--> Sam Raimi
Neg LogProb(↓):   0.693914
Path Entropy(↓):  1.332403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the gay divorcee is also the director of which films
Start Entity:     The Gay Divorcee
Gold Answer:      [['Top Hat', 'Skylark', 'So Proudly We Hail!', 'A Woman Rebels', 'Follow the Fleet', 'Holiday Inn', 'Blue Skies']]
Predicted Ans:    Follow the Fleet
Predicted Path:   The Gay Divorcee --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet
Path (Raw):       The Gay Divorcee --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet --[No Operation]--> Follow the Fleet
Neg LogProb(↓):   1.002681
Path Entropy(↓):  1.614747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film ciao, professore! starred which actors
Start Entity:     Ciao, Professore!
Gold Answer:      [['Paolo Villaggio']]
Predicted Ans:    Paolo Villaggio
Predicted Path:   Ciao, Professore! --[starred_actors]--> Paolo Villaggio --[(INV) starred_actors]--> Ciao, Professore! --[starred_actors]--> Paolo Villaggio
Path (Raw):       Ciao, Professore! --[starred_actors]--> Paolo Villaggio --[(INV) starred_actors]--> Ciao, Professore! --[starred_actors]--> Paolo Villaggio
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by ron shelton
Start Entity:     Ron Shelton
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Ron Shelton --[(INV) written_by]--> Blue Chips --[has_genre]--> Drama
Path (Raw):       Ron Shelton --[No Operation]--> Ron Shelton --[(INV) written_by]--> Blue Chips --[has_genre]--> Drama
Neg LogProb(↓):   1.084722
Path Entropy(↓):  1.404647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by davy rothbart
Start Entity:     Davy Rothbart
Gold Answer:      [['Kyle Patrick Alvarez']]
Predicted Ans:    Kyle Patrick Alvarez
Predicted Path:   Davy Rothbart --[(INV) written_by]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Path (Raw):       Davy Rothbart --[No Operation]--> Davy Rothbart --[(INV) written_by]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for cinema paradiso
Start Entity:     Cinema Paradiso
Gold Answer:      [['Giuseppe Tornatore']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Cinema Paradiso --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Path (Raw):       Cinema Paradiso --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Neg LogProb(↓):   0.076164
Path Entropy(↓):  0.331610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the prize
Start Entity:     The Prize
Gold Answer:      [['Executive Suite', 'The Man', 'Sabrina', "Who's Afraid of Virginia Woolf?", 'The Chapman Report', 'The Sound of Music', 'The King and I', 'Hello, Dolly!', 'From the Terrace', 'North by Northwest', 'Sweet Smell of Success', 'Family Plot']]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   The Prize --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf?
Path (Raw):       The Prize --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[No Operation]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   0.907838
Path Entropy(↓):  1.837068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by lewis black were directed by who
Start Entity:     Lewis Black
Gold Answer:      [['Adam Dubin']]
Predicted Ans:    Barry Levinson
Predicted Path:   Lewis Black --[(INV) starred_actors]--> Man of the Year --[directed_by]--> Barry Levinson
Path (Raw):       Lewis Black --[No Operation]--> Lewis Black --[(INV) starred_actors]--> Man of the Year --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.178293
Path Entropy(↓):  0.584607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by three way actors
Start Entity:     Three Way
Gold Answer:      [['Mario Van Peebles', 'Sturla Gunnarsson', 'Les Mayfield', 'Joel Schumacher', 'Uwe Boll', 'Steve Pink', 'Gary McKendry', 'James Wong', 'Steve Shill']]
Predicted Ans:    Gary McKendry
Predicted Path:   Three Way --[starred_actors]--> Dominic Purcell --[(INV) starred_actors]--> Killer Elite --[directed_by]--> Gary McKendry
Path (Raw):       Three Way --[starred_actors]--> Dominic Purcell --[(INV) starred_actors]--> Killer Elite --[directed_by]--> Gary McKendry
Neg LogProb(↓):   0.219890
Path Entropy(↓):  0.591555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie christine
Start Entity:     Christine
Gold Answer:      [['William Goldman', 'John Carpenter', 'Kurt Russell', 'Bruce A. Evans', 'Rob Zombie', "Dan O'Bannon", 'Michael De Luca', 'John Steakley', 'Raynold Gideon', 'Debra Hill', 'John Wyndham', 'Eric Heisserer', 'Nick Castle', 'Bill Lancaster', 'H.F. Saint', 'Wolf Rilla']]
Predicted Ans:    John Carpenter
Predicted Path:   Christine --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Path (Raw):       Christine --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Neg LogProb(↓):   1.286984
Path Entropy(↓):  1.615169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie grumpy old men are written by who
Start Entity:     Grumpy Old Men
Gold Answer:      [['Murray Schisgal', 'Elaine May', 'Bill C. Davis', 'Robert Nelson Jacobs', 'William Wharton', 'Herb Gardner', 'Raymond Carver', 'Frank Barhydt', 'Robert Marasco', 'David Mamet', 'Eugene Solow', 'James Fritzell', 'Jack Ritchie', 'Truman Capote', 'William R. Lipman', 'Robert E. Lee', 'Colin Higgins', 'Donald Ogden Stewart', 'Norman Katkov', 'Max Wilk', 'Bill Lancaster', 'Mark Steven Johnson', 'Robert Bloch', 'Ben Hecht', 'Charles MacArthur', 'Frank Harris', 'Julius J. Epstein', 'Jerome Chodorov', 'Ruth McKenney', 'Nelson Gidding', 'Sam Hellman', 'Alexandre Breffort', 'John Steinbeck', 'Abe Burrows', 'Billy Wilder', 'Victorien Sardou', 'Walter Reisch', 'Nedrick Young', 'Bryan Forbes', 'Dan Curtis', 'I.A.L. Diamond', 'Walter Bernstein', 'Harold Robbins', 'Mike Gray', 'Harvey Miller', 'Octave Mirbeau', 'Max Catto', 'Thomas Rickman', 'Mitch Albom', 'Thomas Heggen', 'Marc Behm', 'John Hughes', 'James Bridges', 'Edward Abbey', 'Brian Garfield', 'André de Lorde', 'Larry Gelbart', 'John Paxton', 'Neil Simon', 'Burgess Meredith', 'Robert Altman', 'Charles Lederer', 'Damon Runyon', 'Gary David Goldberg', 'Hank Ketcham', 'George Axelrod', 'Francis Veber', 'Nicholas E. Baehr', 'Steve Shagan', 'Garson Kanin', 'Jack Finney', 'Weldon Hill', 'Gilles Mimouni', 'Ernest Lehman', 'Richard Quine', 'Blake Edwards', 'Jed Harris', 'Arthur Carter', 'Gladys Lehman', 'Budd Schulberg', 'Everett Greenbaum', 'John Godey', 'Stirling Silliphant', 'Peter De Vries', 'Harold Jacob Smith', 'Jerome Lawrence', 'Arthur A. Ross', 'Peter Stone', 'Joshua Logan', 'Howard Fast', 'Dalton Trumbo', 'Pierre Barillet', 'William Goldman', 'Bartlett Cormack', 'Horton Foote', 'David Swift']]
Predicted Ans:    Neil Simon
Predicted Path:   Grumpy Old Men --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[written_by]--> Neil Simon
Path (Raw):       Grumpy Old Men --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[written_by]--> Neil Simon
Neg LogProb(↓):   1.785172
Path Entropy(↓):  2.206256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the trigger effect
Start Entity:     The Trigger Effect
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Trigger Effect --[starred_actors]--> Elisabeth Shue --[(INV) starred_actors]--> The Karate Kid --[has_genre]--> Drama
Path (Raw):       The Trigger Effect --[starred_actors]--> Elisabeth Shue --[(INV) starred_actors]--> The Karate Kid --[has_genre]--> Drama
Neg LogProb(↓):   1.524814
Path Entropy(↓):  1.507899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by pierre arditi
Start Entity:     Pierre Arditi
Gold Answer:      [['Agnès Jaoui', 'Alan Ayckbourn']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Pierre Arditi --[(INV) starred_actors]--> Smoking/No Smoking --[written_by]--> Agnès Jaoui
Path (Raw):       Pierre Arditi --[No Operation]--> Pierre Arditi --[(INV) starred_actors]--> Smoking/No Smoking --[written_by]--> Agnès Jaoui
Neg LogProb(↓):   0.005075
Path Entropy(↓):  0.034194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the saint in london also wrote movies
Start Entity:     The Saint in London
Gold Answer:      [['The Saint', 'The Milky Way', 'River of No Return', 'Cabin in the Sky', 'Lady on a Train']]
Predicted Ans:    The Saint
Predicted Path:   The Saint in London --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint
Path (Raw):       The Saint in London --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint --[No Operation]--> The Saint
Neg LogProb(↓):   0.639836
Path Entropy(↓):  0.776632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does helen mack star in
Start Entity:     Helen Mack
Gold Answer:      [['Kiss and Make-Up', 'Divorce', 'The Son of Kong']]
Predicted Ans:    The Son of Kong
Predicted Path:   Helen Mack --[(INV) starred_actors]--> The Son of Kong --[starred_actors]--> Frank Reicher --[(INV) starred_actors]--> The Son of Kong
Path (Raw):       Helen Mack --[(INV) starred_actors]--> The Son of Kong --[starred_actors]--> Frank Reicher --[(INV) starred_actors]--> The Son of Kong
Neg LogProb(↓):   0.002303
Path Entropy(↓):  0.016290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of zelda sears written movies
Start Entity:     Zelda Sears
Gold Answer:      [['Robert Z. Leonard']]
Predicted Ans:    Robert Z. Leonard
Predicted Path:   Zelda Sears --[(INV) written_by]--> The Divorcee --[directed_by]--> Robert Z. Leonard
Path (Raw):       Zelda Sears --[No Operation]--> Zelda Sears --[(INV) written_by]--> The Divorcee --[directed_by]--> Robert Z. Leonard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was beetlejuice written by
Start Entity:     Beetlejuice
Gold Answer:      [['Warren Skaaren', 'Michael McDowell', 'Larry Wilson']]
Predicted Ans:    Larry Wilson
Predicted Path:   Beetlejuice --[written_by]--> Larry Wilson --[(INV) written_by]--> Beetlejuice --[written_by]--> Larry Wilson
Path (Raw):       Beetlejuice --[written_by]--> Larry Wilson --[(INV) written_by]--> Beetlejuice --[written_by]--> Larry Wilson
Neg LogProb(↓):   0.062315
Path Entropy(↓):  0.249702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did zalman king direct
Start Entity:     Zalman King
Gold Answer:      [['Wild Orchid', 'Two Moon Junction', 'Delta of Venus', "In God's Hands"]]
Predicted Ans:    Delta of Venus
Predicted Path:   Zalman King --[(INV) directed_by]--> Delta of Venus --[directed_by]--> Zalman King --[(INV) directed_by]--> Delta of Venus
Path (Raw):       Zalman King --[(INV) directed_by]--> Delta of Venus --[directed_by]--> Zalman King --[(INV) directed_by]--> Delta of Venus
Neg LogProb(↓):   1.245327
Path Entropy(↓):  1.459693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by pierre morel
Start Entity:     Pierre Morel
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Pierre Morel --[(INV) directed_by]--> Taken --[in_language]--> English
Path (Raw):       Pierre Morel --[No Operation]--> Pierre Morel --[(INV) directed_by]--> Taken --[in_language]--> English
Neg LogProb(↓):   0.532102
Path Entropy(↓):  0.678925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did jane murfin write
Start Entity:     Jane Murfin
Gold Answer:      [['What Price Hollywood?', "Smilin' Through", 'Stand Up and Fight', 'Alice Adams', 'Come and Get It', 'The Women']]
Predicted Ans:    Morocco
Predicted Path:   Jane Murfin --[(INV) written_by]--> Come and Get It --[written_by]--> Jules Furthman --[(INV) written_by]--> Morocco
Path (Raw):       Jane Murfin --[(INV) written_by]--> Come and Get It --[written_by]--> Jules Furthman --[(INV) written_by]--> Morocco
Neg LogProb(↓):   1.497730
Path Entropy(↓):  2.811772
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by melinda dillon released
Start Entity:     Melinda Dillon
Gold Answer:      [['1976', '1989', '1987', '1984', '1977']]
Predicted Ans:    1984
Predicted Path:   Melinda Dillon --[(INV) starred_actors]--> Songwriter --[release_year]--> 1984
Path (Raw):       Melinda Dillon --[No Operation]--> Melinda Dillon --[(INV) starred_actors]--> Songwriter --[release_year]--> 1984
Neg LogProb(↓):   0.911185
Path Entropy(↓):  1.477584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed la vie en rose
Start Entity:     La Vie en Rose
Gold Answer:      [['Biography']]
Predicted Ans:    Music
Predicted Path:   La Vie en Rose --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       La Vie en Rose --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.010963
Path Entropy(↓):  0.061701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of herbie goes bananas
Start Entity:     Herbie Goes Bananas
Gold Answer:      [['Walk Like a Man', 'Crazy Mama', 'Beerfest', 'Prancer', 'High Anxiety', 'A Troll in Central Park', 'The Beverly Hillbillies']]
Predicted Ans:    High Anxiety
Predicted Path:   Herbie Goes Bananas --[starred_actors]--> Cloris Leachman --[(INV) starred_actors]--> High Anxiety
Path (Raw):       Herbie Goes Bananas --[starred_actors]--> Cloris Leachman --[No Operation]--> Cloris Leachman --[(INV) starred_actors]--> High Anxiety
Neg LogProb(↓):   0.512750
Path Entropy(↓):  1.141241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did aoi miyazaki act in
Start Entity:     Aoi Miyazaki
Gold Answer:      [['Wolf Children', 'Nana', 'Eureka']]
Predicted Ans:    Nana
Predicted Path:   Aoi Miyazaki --[(INV) starred_actors]--> Nana --[starred_actors]--> Mika Nakashima --[(INV) starred_actors]--> Nana
Path (Raw):       Aoi Miyazaki --[(INV) starred_actors]--> Nana --[starred_actors]--> Mika Nakashima --[(INV) starred_actors]--> Nana
Neg LogProb(↓):   0.179222
Path Entropy(↓):  0.524434
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed senso
Start Entity:     Senso
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Senso --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Senso --[in_language]--> Italian
Path (Raw):       Senso --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Senso --[in_language]--> Italian
Neg LogProb(↓):   0.003400
Path Entropy(↓):  0.025901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of hobson's choice
Start Entity:     Hobson's Choice
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Hobson's Choice --[written_by]--> David Lean --[(INV) written_by]--> This Happy Breed --[in_language]--> English
Path (Raw):       Hobson's Choice --[written_by]--> David Lean --[(INV) written_by]--> This Happy Breed --[in_language]--> English
Neg LogProb(↓):   0.512280
Path Entropy(↓):  0.942531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed jonah hex
Start Entity:     Jonah Hex
Gold Answer:      [['Jimmy Hayward']]
Predicted Ans:    Jimmy Hayward
Predicted Path:   Jonah Hex --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Free Birds --[directed_by]--> Jimmy Hayward
Path (Raw):       Jonah Hex --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Free Birds --[directed_by]--> Jimmy Hayward
Neg LogProb(↓):   0.020446
Path Entropy(↓):  0.100746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by bill clinton
Start Entity:     Bill Clinton
Gold Answer:      [['Dylan Mohan Gray']]
Predicted Ans:    Dylan Mohan Gray
Predicted Path:   Bill Clinton --[(INV) starred_actors]--> Fire in the Blood --[written_by]--> Dylan Mohan Gray
Path (Raw):       Bill Clinton --[No Operation]--> Bill Clinton --[(INV) starred_actors]--> Fire in the Blood --[written_by]--> Dylan Mohan Gray
Neg LogProb(↓):   0.000986
Path Entropy(↓):  0.007807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by the cooler screenwriters
Start Entity:     The Cooler
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Cooler --[written_by]--> Wayne Kramer --[(INV) written_by]--> The Cooler --[has_genre]--> Drama
Path (Raw):       The Cooler --[written_by]--> Wayne Kramer --[(INV) written_by]--> The Cooler --[has_genre]--> Drama
Neg LogProb(↓):   0.941291
Path Entropy(↓):  1.421157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie rollover released
Start Entity:     Rollover
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Rollover --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Path (Raw):       Rollover --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Neg LogProb(↓):   2.167448
Path Entropy(↓):  3.571035
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in tomu uchida directed movies
Start Entity:     Tomu Uchida
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Tomu Uchida --[(INV) directed_by]--> A Fugitive from the Past --[in_language]--> Japanese
Path (Raw):       Tomu Uchida --[No Operation]--> Tomu Uchida --[(INV) directed_by]--> A Fugitive from the Past --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with stuart beattie
Start Entity:     Stuart Beattie
Gold Answer:      [['Kevin Grevioux', 'John Marsden', 'Baz Luhrmann', 'Richard Flanagan', 'Ronald Harwood']]
Predicted Ans:    Stuart Beattie
Predicted Path:   Stuart Beattie --[(INV) written_by]--> I, Frankenstein --[written_by]--> Stuart Beattie
Path (Raw):       Stuart Beattie --[No Operation]--> Stuart Beattie --[(INV) written_by]--> I, Frankenstein --[written_by]--> Stuart Beattie
Neg LogProb(↓):   0.477720
Path Entropy(↓):  0.715292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed the sweetest thing
Start Entity:     The Sweetest Thing
Gold Answer:      [['2008', '2000', '2005', '2010']]
Predicted Ans:    2002
Predicted Path:   The Sweetest Thing --[directed_by]--> Roger Kumble --[(INV) directed_by]--> The Sweetest Thing --[release_year]--> 2002
Path (Raw):       The Sweetest Thing --[directed_by]--> Roger Kumble --[(INV) directed_by]--> The Sweetest Thing --[release_year]--> 2002
Neg LogProb(↓):   0.294766
Path Entropy(↓):  0.919425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films written by david l. cunningham
Start Entity:     David L. Cunningham
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   David L. Cunningham --[(INV) written_by]--> After... --[release_year]--> 2006
Path (Raw):       David L. Cunningham --[No Operation]--> David L. Cunningham --[(INV) written_by]--> After... --[release_year]--> 2006
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film diary of a cannibal were released in which years
Start Entity:     Diary of a Cannibal
Gold Answer:      [['1963', '2006', '1935', '2012', '2007']]
Predicted Ans:    1963
Predicted Path:   Diary of a Cannibal --[directed_by]--> Ulli Lommel --[(INV) directed_by]--> The Raven --[release_year]--> 1963
Path (Raw):       Diary of a Cannibal --[directed_by]--> Ulli Lommel --[(INV) directed_by]--> The Raven --[release_year]--> 1963
Neg LogProb(↓):   1.074379
Path Entropy(↓):  1.736897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film it's a wonderful life were in which genres
Start Entity:     It's a Wonderful Life
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   It's a Wonderful Life --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       It's a Wonderful Life --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   1.038376
Path Entropy(↓):  2.129643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was rodrigo cortes the director of
Start Entity:     Rodrigo Cortés
Gold Answer:      [['Red Lights', 'Buried']]
Predicted Ans:    Buried
Predicted Path:   Rodrigo Cortés --[(INV) directed_by]--> Buried --[directed_by]--> Rodrigo Cortés --[(INV) directed_by]--> Buried
Path (Raw):       Rodrigo Cortés --[(INV) directed_by]--> Buried --[directed_by]--> Rodrigo Cortés --[(INV) directed_by]--> Buried
Neg LogProb(↓):   0.626757
Path Entropy(↓):  1.146184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the wasp woman also directed which movies
Start Entity:     The Wasp Woman
Gold Answer:      [['The Intruder', 'Battle Beyond the Stars', 'Attack of the Crab Monsters', 'The Tomb of Ligeia', 'It Conquered the World', 'Machine-Gun Kelly', 'Von Richthofen and Brown', 'Deathsport', 'The Little Shop of Horrors', 'The Terror', 'The Masque of the Red Death', 'The Undead', 'The Raven', 'The Wild Angels', 'Swamp Women', 'The Trip', 'Sorceress', 'She Gods of Shark Reef', 'Bloody Mama', 'Coffy', 'House of Usher', "The St. Valentine's Day Massacre", 'The Beast with a Million Eyes', 'Switchblade Sisters', 'A Bucket of Blood', 'The Big Bird Cage', 'Foxy Brown', 'The Haunted Palace', 'Tales of Terror', 'A Time for Killing', 'Creature from the Haunted Sea']]
Predicted Ans:    The Haunted Palace
Predicted Path:   The Wasp Woman --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace
Path (Raw):       The Wasp Woman --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace --[No Operation]--> The Haunted Palace
Neg LogProb(↓):   0.854965
Path Entropy(↓):  1.676051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by klaus lowitsch
Start Entity:     Klaus Löwitsch
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Klaus Löwitsch --[(INV) starred_actors]--> World on a Wire --[directed_by]--> Rainer Werner Fassbinder
Path (Raw):       Klaus Löwitsch --[No Operation]--> Klaus Löwitsch --[(INV) starred_actors]--> World on a Wire --[directed_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie rain man are directed by who
Start Entity:     Rain Man
Gold Answer:      [['Joel Hopkins', 'Roger Donaldson', 'Elaine May', 'John Schlesinger', 'Stephen Frears', 'Michael Chapman', 'Dustin Hoffman', 'Wolfgang Petersen', 'Mike Nichols', 'Michael Mann', 'Paul Brickman', 'Edward Zwick', 'James Mangold', 'Martin Scorsese', 'David O. Russell', 'Emanuele Crialese', 'Joseph Kosinski', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Michael Apted', 'Mick Jackson', 'Robert Redford', 'Oliver Stone', 'Thomas McCarthy', 'John Frankenheimer', 'Alex Segal', 'Zach Helm', 'Franklin J. Schaffner', 'Michael Corrente', 'Ridley Scott', 'Paul Weitz', 'Jay Roach', 'Gary Fleder', 'Robert Benton', 'Bryan Singer', 'Jim Abrahams', 'John Stevenson', 'Curtis Hanson', 'Steven Spielberg', 'Ulu Grosbard', 'Cameron Crowe', 'Christopher McQuarrie', 'Mark Osborne', 'Sidney Lumet', 'Arthur Penn', 'Sydney Pollack', 'Rod Lurie', 'Doug Liman', 'Sam Peckinpah', 'Bob Fosse', 'Volker Schlöndorff', 'Rob Reiner', 'Alan J. Pakula']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Rain Man --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Path (Raw):       Rain Man --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   0.689422
Path Entropy(↓):  1.408225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote land without bread
Start Entity:     Land Without Bread
Gold Answer:      [['Luis Buñuel', 'Pierre Unik']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Land Without Bread --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[written_by]--> Luis Buñuel
Path (Raw):       Land Without Bread --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[written_by]--> Luis Buñuel
Neg LogProb(↓):   0.685292
Path Entropy(↓):  1.457862
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie om shanti om starred who
Start Entity:     Om Shanti Om
Gold Answer:      [['Arjun Rampal', 'Shreyas Talpade']]
Predicted Ans:    Shreyas Talpade
Predicted Path:   Om Shanti Om --[starred_actors]--> Shreyas Talpade --[(INV) starred_actors]--> Om Shanti Om --[starred_actors]--> Shreyas Talpade
Path (Raw):       Om Shanti Om --[starred_actors]--> Shreyas Talpade --[(INV) starred_actors]--> Om Shanti Om --[starred_actors]--> Shreyas Talpade
Neg LogProb(↓):   0.169803
Path Entropy(↓):  0.570197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was sunshine state released
Start Entity:     Sunshine State
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Sunshine State --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Sunshine State --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.348959
Path Entropy(↓):  4.514626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in submarine
Start Entity:     Submarine
Gold Answer:      [['Ol Parker', 'Koldo Serra', 'Richard Lowenstein', 'Shane Meadows', 'Jamie Thraves', 'Elliott Lester', 'John Duigan', 'Pawel Pawlikowski', 'Stephen Woolley', 'Simon Aboud']]
Predicted Ans:    John Duigan
Predicted Path:   Submarine --[starred_actors]--> Noah Taylor --[(INV) starred_actors]--> The Year My Voice Broke --[directed_by]--> John Duigan
Path (Raw):       Submarine --[starred_actors]--> Noah Taylor --[(INV) starred_actors]--> The Year My Voice Broke --[directed_by]--> John Duigan
Neg LogProb(↓):   0.196452
Path Entropy(↓):  0.624075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie wishful drinking
Start Entity:     Wishful Drinking
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Wishful Drinking --[written_by]--> Carrie Fisher --[(INV) written_by]--> Postcards from the Edge --[release_year]--> 1990
Path (Raw):       Wishful Drinking --[written_by]--> Carrie Fisher --[(INV) written_by]--> Postcards from the Edge --[release_year]--> 1990
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with london boulevard fall under
Start Entity:     London Boulevard
Gold Answer:      [['Drama', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   London Boulevard --[written_by]--> William Monahan --[(INV) written_by]--> The Departed --[has_genre]--> Drama
Path (Raw):       London Boulevard --[written_by]--> William Monahan --[(INV) written_by]--> The Departed --[has_genre]--> Drama
Neg LogProb(↓):   0.036405
Path Entropy(↓):  0.180230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film crush
Start Entity:     Crush
Gold Answer:      [['1999']]
Predicted Ans:    1992
Predicted Path:   Crush --[directed_by]--> John McKay --[(INV) directed_by]--> Crush --[release_year]--> 1992
Path (Raw):       Crush --[directed_by]--> John McKay --[(INV) directed_by]--> Crush --[release_year]--> 1992
Neg LogProb(↓):   0.247569
Path Entropy(↓):  0.690533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by david belle
Start Entity:     David Belle
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   David Belle --[(INV) starred_actors]--> Brick Mansions --[has_genre]--> Action
Path (Raw):       David Belle --[No Operation]--> David Belle --[(INV) starred_actors]--> Brick Mansions --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for to the left of the father
Start Entity:     To the Left of the Father
Gold Answer:      [['Luiz Fernando Carvalho']]
Predicted Ans:    Luiz Fernando Carvalho
Predicted Path:   To the Left of the Father --[directed_by]--> Luiz Fernando Carvalho --[(INV) directed_by]--> To the Left of the Father --[directed_by]--> Luiz Fernando Carvalho
Path (Raw):       To the Left of the Father --[directed_by]--> Luiz Fernando Carvalho --[(INV) directed_by]--> To the Left of the Father --[directed_by]--> Luiz Fernando Carvalho
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of elizabeth myers written films
Start Entity:     Elizabeth Myers
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Elizabeth Myers --[(INV) written_by]--> Blackmailed --[release_year]--> 1951
Path (Raw):       Elizabeth Myers --[No Operation]--> Elizabeth Myers --[(INV) written_by]--> Blackmailed --[release_year]--> 1951
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the miracle woman
Start Entity:     The Miracle Woman
Gold Answer:      [['Lost Horizon', 'Boys Town', 'Pocketful of Miracles', 'Here Comes the Groom', 'The Divorcee', 'The Painted Veil', "The Whole Town's Talking", 'Mr. Deeds Goes to Town', 'Lady for a Day', 'The Valley of Decision', 'Ex-Lady']]
Predicted Ans:    Lost Horizon
Predicted Path:   The Miracle Woman --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon
Path (Raw):       The Miracle Woman --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon --[No Operation]--> Lost Horizon
Neg LogProb(↓):   0.187812
Path Entropy(↓):  0.667790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by jay kogen
Start Entity:     Jay Kogen
Gold Answer:      [['Jennifer Tilly', 'David Anthony Higgins', 'Joe Flaherty', 'Dave Foley']]
Predicted Ans:    Jennifer Tilly
Predicted Path:   Jay Kogen --[(INV) written_by]--> The Wrong Guy --[starred_actors]--> Jennifer Tilly
Path (Raw):       Jay Kogen --[No Operation]--> Jay Kogen --[(INV) written_by]--> The Wrong Guy --[starred_actors]--> Jennifer Tilly
Neg LogProb(↓):   0.021425
Path Entropy(↓):  0.116885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the sandpiper was directed by who
Start Entity:     The Sandpiper
Gold Answer:      [['Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   The Sandpiper --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Path (Raw):       The Sandpiper --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.260426
Path Entropy(↓):  0.723283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the captain's paradise was
Start Entity:     The Captain's Paradise
Gold Answer:      [['Anthony Kimmins']]
Predicted Ans:    Anthony Kimmins
Predicted Path:   The Captain's Paradise --[directed_by]--> Anthony Kimmins --[(INV) directed_by]--> The Captain's Paradise --[directed_by]--> Anthony Kimmins
Path (Raw):       The Captain's Paradise --[directed_by]--> Anthony Kimmins --[(INV) directed_by]--> The Captain's Paradise --[directed_by]--> Anthony Kimmins
Neg LogProb(↓):   0.001387
Path Entropy(↓):  0.010509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of bend it like beckham
Start Entity:     Bend It Like Beckham
Gold Answer:      [['2000', '2008', '1993', '2010', '2006']]
Predicted Ans:    2006
Predicted Path:   Bend It Like Beckham --[directed_by]--> Gurinder Chadha --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       Bend It Like Beckham --[directed_by]--> Gurinder Chadha --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.095233
Path Entropy(↓):  0.416259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the red shoes
Start Entity:     The Red Shoes
Gold Answer:      [['Don Bluth', 'Fred Zinnemann', 'John Musker', 'Ron Clements', 'Michael Hegner', 'Karsten Kiilerich', 'Chris Buck', 'Shivajee Chandrabhushan', 'Jennifer Lee', 'Adam Green', 'Gary Goldman', 'Michael Anderson', 'Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   The Red Shoes --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Path (Raw):       The Red Shoes --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.160339
Path Entropy(↓):  0.564143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed films with william berke
Start Entity:     William Berke
Gold Answer:      [['Lester Wm. Berke']]
Predicted Ans:    William Berke
Predicted Path:   William Berke --[(INV) directed_by]--> The Lost Missile --[directed_by]--> William Berke
Path (Raw):       William Berke --[No Operation]--> William Berke --[(INV) directed_by]--> The Lost Missile --[directed_by]--> William Berke
Neg LogProb(↓):   0.025211
Path Entropy(↓):  0.117452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film first love are directed by who
Start Entity:     First Love
Gold Answer:      [['Robert Siodmak', 'Frank Ryan', 'Irving Pichel', 'Henry Koster', 'Charles David']]
Predicted Ans:    Henry Koster
Predicted Path:   First Love --[starred_actors]--> Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[directed_by]--> Henry Koster
Path (Raw):       First Love --[starred_actors]--> Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.397196
Path Entropy(↓):  0.954323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of othello
Start Entity:     Othello
Gold Answer:      [['Margaret Rutherford', 'Diana Wynyard', 'Jim Broadbent', 'Annette Bening', 'Anthony Hopkins', 'Francesca Annis', 'Jon Finch', 'Jeanne Moreau', 'Gena Rowlands', 'Alan Bates', 'Dick Powell', 'Ethan Hawke', 'Martin Sheen', 'Paulette Goddard', 'Rupert Everett', 'Susan Sarandon', 'Ian Hunter', 'Kyle MacLachlan', 'Richard Burton', 'Peter Boyle', 'John Turturro', 'Stanley Tucci', 'David Tennant', 'Cedric Hardwicke', 'Danny Huston', 'John Cassavetes', 'Shraddha Kapoor', 'Minnie Driver', 'Diane Venora', 'Daniel Wu', 'Barbara Jefford', 'Derek Godfrey', 'Clark Gregg', 'Marianne Faithfull', 'Kevin Kline', 'Michael Wilding', 'Hugh Williams', 'Norma Shearer', 'James Mason', 'Judy Parfitt', 'Derek Jacobi', 'Heathcote Williams', 'Andrew Keegan', 'Nicol Williamson', 'Bryce Dallas Howard', 'Brian Blessed', 'Ralph Fiennes', 'Kenneth Branagh', 'Sam Shepard', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Shahid Kapoor', 'Michelle Pfeiffer', 'Ian McKellen', 'Patrick Stewart', 'Paul Scofield', 'Claire Danes', 'Cate Blanchett', 'Laurence Olivier', 'Leonardo DiCaprio', 'Mekhi Phifer', 'Alicia Silverstone', 'Leslie Howard', 'Mel Gibson', 'Dennis Christopher', 'Richard Attenborough', 'John Gielgud', 'Kate Beckinsale', 'Marlon Brando', 'Elizabeth Taylor', 'Olivia Hussey', 'Glenn Close', 'Leonard Whiting', 'Louis Calhern', 'Robert Downey Jr.', 'Tabu', 'Kay Kay Menon', 'Penny Downie', 'Oliver Ford Davies', 'Dennis Farina', 'Josh Hartnett', 'Orson Welles']]
Predicted Ans:    Jeanne Moreau
Predicted Path:   Othello --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight --[starred_actors]--> Jeanne Moreau
Path (Raw):       Othello --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight --[starred_actors]--> Jeanne Moreau
Neg LogProb(↓):   0.439359
Path Entropy(↓):  1.569107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by mehboob khan in
Start Entity:     Mehboob Khan
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Mehboob Khan --[(INV) directed_by]--> Mother India --[in_language]--> Hindi
Path (Raw):       Mehboob Khan --[No Operation]--> Mehboob Khan --[(INV) directed_by]--> Mother India --[in_language]--> Hindi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in girl, interrupted
Start Entity:     Girl, Interrupted
Gold Answer:      [['Angelina Jolie', 'Brittany Murphy', 'Winona Ryder']]
Predicted Ans:    Angelina Jolie
Predicted Path:   Girl, Interrupted --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Gia --[starred_actors]--> Angelina Jolie
Path (Raw):       Girl, Interrupted --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Gia --[starred_actors]--> Angelina Jolie
Neg LogProb(↓):   0.232164
Path Entropy(↓):  0.740468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by i'll be seeing you actors
Start Entity:     I'll Be Seeing You
Gold Answer:      [['Edmund Goulding', 'Edward Dmytryk', 'George Cukor', 'William Dieterle', 'William A. Seiter', 'Garson Kanin', 'Thorold Dickinson', 'Fletcher Markle', 'Stuart Heisler', 'David O. Selznick', 'William A. Wellman', 'Richard Fleischer', 'Bob Rafelson', 'Maurice Tourneur', 'Phil Karlson', 'Carol Reed', 'Irving Cummings', 'Jerry Jameson', 'Walter Lang', 'Billy Wilder', 'King Vidor', 'Henry Hathaway', 'Robert Aldrich', 'John Ford', 'Leigh Janiak', 'Budd Boetticher', 'Allan Dwan', 'Stephen Roberts', 'Nunnally Johnson', 'Walter Bernstein', 'Richard Wallace', 'Harry Lachman', 'Charles Walters', 'Leo McCarey', 'Alexander Hall', 'William Keighley', 'Peter Godfrey', 'Alfred Hitchcock', 'John S. Robertson', 'H.C. Potter', 'Irving Reis', 'Andrew L. Stone', 'Orson Welles', 'David Butler', 'George Stevens', 'Norman Z. McLeod', 'Robert Stevenson', 'Mark Sandrich', 'Howard Hawks', 'Thornton Freeland']]
Predicted Ans:    Allan Dwan
Predicted Path:   I'll Be Seeing You --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Path (Raw):       I'll Be Seeing You --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Neg LogProb(↓):   1.913746
Path Entropy(↓):  2.943728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with in the name of the father in
Start Entity:     In the Name of the Father
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   In the Name of the Father --[written_by]--> Jim Sheridan --[(INV) written_by]--> In America --[in_language]--> Irish
Path (Raw):       In the Name of the Father --[written_by]--> Jim Sheridan --[(INV) written_by]--> In America --[in_language]--> Irish
Neg LogProb(↓):   0.250158
Path Entropy(↓):  0.680385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by carl schenkel were written by who
Start Entity:     Carl Schenkel
Gold Answer:      [['Brad Mirman', 'Bayard Johnson', 'J. Anderson Black', 'Edgar Rice Burroughs']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   Carl Schenkel --[(INV) directed_by]--> Tarzan and the Lost City --[written_by]--> Edgar Rice Burroughs
Path (Raw):       Carl Schenkel --[No Operation]--> Carl Schenkel --[(INV) directed_by]--> Tarzan and the Lost City --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   0.050907
Path Entropy(↓):  0.238234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the we and the i also directed which movies
Start Entity:     The We and the I
Gold Answer:      [['Tokyo!', 'The Green Hornet', 'The Thorn in the Heart', 'Is the Man Who Is Tall Happy?', 'Mood Indigo', 'Be Kind Rewind', 'Eternal Sunshine of the Spotless Mind', 'Human Nature', 'The Science of Sleep']]
Predicted Ans:    Is the Man Who Is Tall Happy?
Predicted Path:   The We and the I --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Is the Man Who Is Tall Happy?
Path (Raw):       The We and the I --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Is the Man Who Is Tall Happy? --[No Operation]--> Is the Man Who Is Tall Happy?
Neg LogProb(↓):   0.995655
Path Entropy(↓):  1.765798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of michael d. roberts acted films
Start Entity:     Michael D. Roberts
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Michael D. Roberts --[(INV) starred_actors]--> The Ice Pirates --[release_year]--> 1984
Path (Raw):       Michael D. Roberts --[No Operation]--> Michael D. Roberts --[(INV) starred_actors]--> The Ice Pirates --[release_year]--> 1984
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the baron of arizona
Start Entity:     The Baron of Arizona
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '2006', '1935', '1974', '1968', '1963', '1951', '2004', '1982', '1973', '1953', '1947', '1972', '1971', '1990', '1940', '1926', '2012', '1962', '1964', '1949', '1966', '1950', '1960', '2005', '1965', '1999', '1945', '1987', '1969']]
Predicted Ans:    1959
Predicted Path:   The Baron of Arizona --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tingler --[release_year]--> 1959
Path (Raw):       The Baron of Arizona --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tingler --[release_year]--> 1959
Neg LogProb(↓):   1.451181
Path Entropy(↓):  2.292681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by stewart hopewell
Start Entity:     Stewart Hopewell
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Stewart Hopewell --[(INV) directed_by]--> Slaughter --[release_year]--> 2009
Path (Raw):       Stewart Hopewell --[No Operation]--> Stewart Hopewell --[(INV) directed_by]--> Slaughter --[release_year]--> 2009
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was tom brady the director for
Start Entity:     Tom Brady
Gold Answer:      [['The Comebacks', 'The Hot Chick']]
Predicted Ans:    The Comebacks
Predicted Path:   Tom Brady --[(INV) directed_by]--> The Comebacks --[directed_by]--> Tom Brady --[(INV) directed_by]--> The Comebacks
Path (Raw):       Tom Brady --[(INV) directed_by]--> The Comebacks --[directed_by]--> Tom Brady --[(INV) directed_by]--> The Comebacks
Neg LogProb(↓):   1.174392
Path Entropy(↓):  1.372683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in tmnt
Start Entity:     TMNT
Gold Answer:      [['Chris Evans', 'Sarah Michelle Gellar', 'Mako', 'Kevin Smith']]
Predicted Ans:    Sarah Michelle Gellar
Predicted Path:   TMNT --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Simply Irresistible --[starred_actors]--> Sarah Michelle Gellar
Path (Raw):       TMNT --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Simply Irresistible --[starred_actors]--> Sarah Michelle Gellar
Neg LogProb(↓):   0.071862
Path Entropy(↓):  0.282545
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie bolt in a few words
Start Entity:     Bolt
Gold Answer:      [['miley cyrus', 'john travolta', 'malcolm mcdowell', 'chris williams', 'dog', 'byron howard', 'animation', 'walt disney']]
Predicted Ans:    byron howard
Predicted Path:   Bolt --[has_tags]--> byron howard --[(INV) has_tags]--> Bolt --[has_tags]--> byron howard
Path (Raw):       Bolt --[has_tags]--> byron howard --[(INV) has_tags]--> Bolt --[has_tags]--> byron howard
Neg LogProb(↓):   0.007250
Path Entropy(↓):  0.049350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jonathan harvey were released in which years
Start Entity:     Jonathan Harvey
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Jonathan Harvey --[(INV) written_by]--> Beautiful Thing --[release_year]--> 1996
Path (Raw):       Jonathan Harvey --[No Operation]--> Jonathan Harvey --[(INV) written_by]--> Beautiful Thing --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by dana ranga
Start Entity:     Dana Ranga
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Dana Ranga --[(INV) written_by]--> East Side Story --[release_year]--> 1997
Path (Raw):       Dana Ranga --[No Operation]--> Dana Ranga --[(INV) written_by]--> East Side Story --[release_year]--> 1997
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by sid bennett in
Start Entity:     Sid Bennett
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Sid Bennett --[(INV) written_by]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       Sid Bennett --[No Operation]--> Sid Bennett --[(INV) written_by]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of jean louisa kelly acted films
Start Entity:     Jean Louisa Kelly
Gold Answer:      [['John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   Jean Louisa Kelly --[(INV) starred_actors]--> Uncle Buck --[directed_by]--> John Hughes
Path (Raw):       Jean Louisa Kelly --[No Operation]--> Jean Louisa Kelly --[(INV) starred_actors]--> Uncle Buck --[directed_by]--> John Hughes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of joshua close starred movies
Start Entity:     Joshua Close
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Joshua Close --[(INV) starred_actors]--> In Their Skin --[release_year]--> 2012
Path (Raw):       Joshua Close --[No Operation]--> Joshua Close --[(INV) starred_actors]--> In Their Skin --[release_year]--> 2012
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of murder! is also the director of which movies
Start Entity:     Murder!
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    Shadow of a Doubt
Predicted Path:   Murder! --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Shadow of a Doubt
Path (Raw):       Murder! --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Shadow of a Doubt --[No Operation]--> Shadow of a Doubt
Neg LogProb(↓):   2.501319
Path Entropy(↓):  3.349088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the reluctant fundamentalist director release
Start Entity:     The Reluctant Fundamentalist
Gold Answer:      [['1995', '1988', '2009', '2001', '1991', '2004', '2006', '2002']]
Predicted Ans:    2012
Predicted Path:   The Reluctant Fundamentalist --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[release_year]--> 2012
Path (Raw):       The Reluctant Fundamentalist --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[release_year]--> 2012
Neg LogProb(↓):   1.017190
Path Entropy(↓):  1.843942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of kabhi khushi kabhie gham...
Start Entity:     Kabhi Khushi Kabhie Gham...
Gold Answer:      [['Saif Ali Khan', 'Varun Dhawan', 'Rishi Kapoor', 'Alia Bhatt', 'Rani Mukerji', 'Preity Zinta', 'Kajol']]
Predicted Ans:    Rani Mukerji
Predicted Path:   Kabhi Khushi Kabhie Gham... --[written_by]--> Karan Johar --[(INV) written_by]--> Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji
Path (Raw):       Kabhi Khushi Kabhie Gham... --[written_by]--> Karan Johar --[(INV) written_by]--> Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji
Neg LogProb(↓):   0.001654
Path Entropy(↓):  0.013529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was enid bagnold a writer on
Start Entity:     Enid Bagnold
Gold Answer:      [['The Chalk Garden', 'National Velvet']]
Predicted Ans:    The Chalk Garden
Predicted Path:   Enid Bagnold --[(INV) written_by]--> The Chalk Garden --[written_by]--> Enid Bagnold --[(INV) written_by]--> The Chalk Garden
Path (Raw):       Enid Bagnold --[(INV) written_by]--> The Chalk Garden --[written_by]--> Enid Bagnold --[(INV) written_by]--> The Chalk Garden
Neg LogProb(↓):   0.504606
Path Entropy(↓):  1.020695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with afterschool
Start Entity:     Afterschool
Gold Answer:      [['Simon Killer']]
Predicted Ans:    Afterschool
Predicted Path:   Afterschool --[written_by]--> Antonio Campos --[(INV) written_by]--> Afterschool
Path (Raw):       Afterschool --[written_by]--> Antonio Campos --[(INV) written_by]--> Afterschool --[No Operation]--> Afterschool
Neg LogProb(↓):   0.587249
Path Entropy(↓):  0.700028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by joseph kosinski were released in which years
Start Entity:     Joseph Kosinski
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Joseph Kosinski --[(INV) written_by]--> Oblivion --[release_year]--> 2013
Path (Raw):       Joseph Kosinski --[No Operation]--> Joseph Kosinski --[(INV) written_by]--> Oblivion --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by craig hall
Start Entity:     Craig Hall
Gold Answer:      [['Paul Campion', 'Paul Finch', 'Brett Ihaka']]
Predicted Ans:    Paul Finch
Predicted Path:   Craig Hall --[(INV) starred_actors]--> The Devil's Rock --[written_by]--> Paul Finch
Path (Raw):       Craig Hall --[No Operation]--> Craig Hall --[(INV) starred_actors]--> The Devil's Rock --[written_by]--> Paul Finch
Neg LogProb(↓):   0.021377
Path Entropy(↓):  0.116158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is ernest goes to school
Start Entity:     Ernest Goes to School
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ernest Goes to School --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Ernest Goes to School --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.368904
Path Entropy(↓):  4.421362
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of phantasm ii
Start Entity:     Phantasm II
Gold Answer:      [['1982', '2012', '2002', '1979']]
Predicted Ans:    1988
Predicted Path:   Phantasm II --[written_by]--> Don Coscarelli --[(INV) written_by]--> Phantasm II --[release_year]--> 1988
Path (Raw):       Phantasm II --[written_by]--> Don Coscarelli --[(INV) written_by]--> Phantasm II --[release_year]--> 1988
Neg LogProb(↓):   0.594778
Path Entropy(↓):  0.968639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe the hurricane
Start Entity:     The Hurricane
Gold Answer:      [['john ford', 'bd-r']]
Predicted Ans:    norman jewison
Predicted Path:   The Hurricane --[has_tags]--> norman jewison --[(INV) has_tags]--> Fiddler on the Roof --[has_tags]--> norman jewison
Path (Raw):       The Hurricane --[has_tags]--> norman jewison --[(INV) has_tags]--> Fiddler on the Roof --[has_tags]--> norman jewison
Neg LogProb(↓):   0.011144
Path Entropy(↓):  0.069297
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with deal of the century fall under
Start Entity:     Deal of the Century
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Deal of the Century --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[has_genre]--> Thriller
Path (Raw):       Deal of the Century --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[has_genre]--> Thriller
Neg LogProb(↓):   0.636996
Path Entropy(↓):  1.148173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in austin powers in goldmember
Start Entity:     Austin Powers in Goldmember
Gold Answer:      [['Seth Green', 'Mike Myers', 'Michael York', 'Beyoncé Knowles']]
Predicted Ans:    Michael York
Predicted Path:   Austin Powers in Goldmember --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Strange Affair --[starred_actors]--> Michael York
Path (Raw):       Austin Powers in Goldmember --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Strange Affair --[starred_actors]--> Michael York
Neg LogProb(↓):   0.394805
Path Entropy(↓):  0.892172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of zasu pitts acted films
Start Entity:     Zasu Pitts
Gold Answer:      [['Walter DeLeon', 'Harry Leon Wilson', 'Harlan Thompson', 'Humphrey Pearson', 'Erich von Stroheim', 'Frank Norris']]
Predicted Ans:    Erich von Stroheim
Predicted Path:   Zasu Pitts --[(INV) starred_actors]--> Greed --[written_by]--> Erich von Stroheim
Path (Raw):       Zasu Pitts --[No Operation]--> Zasu Pitts --[(INV) starred_actors]--> Greed --[written_by]--> Erich von Stroheim
Neg LogProb(↓):   0.276545
Path Entropy(↓):  0.768973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of hatchet ii starred who
Start Entity:     Hatchet II
Gold Answer:      [['Adam Rifkin', 'Kane Hodder', 'Jonathan Groff', 'Danny Denzongpa', 'Gauri', 'Idina Menzel', 'Shawn Ashmore', 'Emma Bell', 'Danielle Harris', 'Kevin Zegers', 'Kristen Bell', 'Josh Gad']]
Predicted Ans:    Kristen Bell
Predicted Path:   Hatchet II --[written_by]--> Adam Green --[(INV) written_by]--> Frozen --[starred_actors]--> Kristen Bell
Path (Raw):       Hatchet II --[written_by]--> Adam Green --[(INV) written_by]--> Frozen --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.113408
Path Entropy(↓):  0.460257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film passion play
Start Entity:     Passion Play
Gold Answer:      [['W. Somerset Maugham', 'Mitch Glazer', 'Theodore Melfi', 'Mickey Rourke', 'Robert D. Siegel', 'Howard Franklin', 'Robert Farrar', 'Don Michael Paul', 'Richard Kelly', 'Roberto Orci', 'Alex Kurtzman', 'John Byrum', 'Wes Anderson', 'Ken Friedman', 'Zalman King', 'George Clooney', "Michael O'Donoghue", 'Oliver Stone', 'Grant Heslov', 'Charles Dickens', 'Jay Cronley', 'Tony DeZuniga', 'John Albano', 'John Godey', 'Alan Parker', 'Owen Wilson', 'Michael Cimino', 'Hunter S. Thompson', 'Robert Daley', 'Sofia Coppola', 'Francis Ford Coppola', 'Danny Rubin', 'Jim Jarmusch', 'Noah Baumbach', 'John August', 'Ryan Rowe', 'Ed Solomon', 'William Hjortsberg', 'Bill Murray', 'John Kaye', 'C. Gaby Mitchell', 'Vincent Gallo', 'Chris Provenzano', 'Dan Aykroyd', 'Harold Ramis', 'Creighton Vero', 'Roald Dahl', 'Lawrence Konner', 'Mark Rosenthal', 'Joseph Hayes', 'Kevin Eastman', 'Bruce Rubenstein', 'Elmore Leonard', 'Diablo Cody', 'Peter Laird', 'Robert M. Edsel', 'Jim Davis', 'Vincent Patrick', 'Charles Bukowski', 'Jack Higgins', 'Ivan Goff', 'Ben Roberts', 'Daniel Pyne']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Passion Play --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Path (Raw):       Passion Play --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Neg LogProb(↓):   0.267778
Path Entropy(↓):  0.938821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote stir of echoes
Start Entity:     Stir of Echoes
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '2006', '1935', '2007', '1968', '1963', '1998', '2009', '1957', '2010', '2004', '1973', '1972', '1971', '1990', '1996', '2002', '1981', '2012', '2011', '1964', '1975', '1960', '2005', '1991']]
Predicted Ans:    1993
Predicted Path:   Stir of Echoes --[written_by]--> David Koepp --[(INV) written_by]--> Carlito's Way --[release_year]--> 1993
Path (Raw):       Stir of Echoes --[written_by]--> David Koepp --[(INV) written_by]--> Carlito's Way --[release_year]--> 1993
Neg LogProb(↓):   1.834715
Path Entropy(↓):  2.384120
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of alice and martin
Start Entity:     Alice and Martin
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Alice and Martin --[written_by]--> André Téchiné --[(INV) written_by]--> Wild Reeds --[in_language]--> French
Path (Raw):       Alice and Martin --[written_by]--> André Téchiné --[(INV) written_by]--> Wild Reeds --[in_language]--> French
Neg LogProb(↓):   0.998529
Path Entropy(↓):  1.367017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of everlasting moments was
Start Entity:     Everlasting Moments
Gold Answer:      [['Jan Troell']]
Predicted Ans:    Jan Troell
Predicted Path:   Everlasting Moments --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[directed_by]--> Jan Troell
Path (Raw):       Everlasting Moments --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[directed_by]--> Jan Troell
Neg LogProb(↓):   0.079213
Path Entropy(↓):  0.270252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director tony martin
Start Entity:     Tony Martin
Gold Answer:      [['Alan Brough', 'Mick Molloy', 'Judith Lucy', 'Bob Franklin']]
Predicted Ans:    Mick Molloy
Predicted Path:   Tony Martin --[(INV) directed_by]--> Bad Eggs --[starred_actors]--> Mick Molloy
Path (Raw):       Tony Martin --[No Operation]--> Tony Martin --[(INV) directed_by]--> Bad Eggs --[starred_actors]--> Mick Molloy
Neg LogProb(↓):   0.123155
Path Entropy(↓):  0.466698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie josie and the pussycats
Start Entity:     Josie and the Pussycats
Gold Answer:      [['Craig Bolotin', 'Gabriele Muccino', 'Joel Viertel', 'David Barrett', 'Peter Howitt', 'Quentin Tarantino', 'Jack Sholder', 'John G. Young', 'Ethan Hawke', 'Chris Rock', 'Ron Judkins', 'Stephen Kay', 'Atom Egoyan', 'Danny Boyle', 'Gavin Grazer', 'Uwe Boll', 'Robert Rodriguez', 'Robert Iscove', 'Talia Lugacy', 'Mike Hodges', 'Jonathan Kahn', 'Zola Maseko']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Josie and the Pussycats --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[directed_by]--> Robert Rodriguez
Path (Raw):       Josie and the Pussycats --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[directed_by]--> Robert Rodriguez
Neg LogProb(↓):   0.112956
Path Entropy(↓):  0.534558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie paid
Start Entity:     Paid
Gold Answer:      [['1930']]
Predicted Ans:    1930
Predicted Path:   Paid --[release_year]--> 1930 --[(INV) release_year]--> City Girl --[release_year]--> 1930
Path (Raw):       Paid --[release_year]--> 1930 --[(INV) release_year]--> City Girl --[release_year]--> 1930
Neg LogProb(↓):   2.136628
Path Entropy(↓):  2.937210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film between heaven and hell are directed by who
Start Entity:     Between Heaven and Hell
Gold Answer:      [['George Cukor', 'Daniel Mann', 'Edward Dmytryk', 'Michael Schroeder', 'Simon Wincer', 'David Greene', 'Michael Anderson', 'Gerd Oswald', 'Ron Underwood', 'Jean Negulesco', 'Blake Edwards', 'Dick Powell', 'Lewis Milestone', 'Ken Annakin', 'Nicholas Ray', 'James Dearden', 'Russell Rouse', 'Robert Rossen', 'Steven Zaillian', 'Kjell Sundvall', 'Nunnally Johnson', 'Robert Parrish', 'Luis Mandoki', 'Federico Fellini', 'Lloyd Bacon', 'Ernest B. Schoedsack', 'David Butler', 'Phil Karlson', "Michael O'Herlihy", 'Burt Kennedy']]
Predicted Ans:    Blake Edwards
Predicted Path:   Between Heaven and Hell --[starred_actors]--> Robert Wagner --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       Between Heaven and Hell --[starred_actors]--> Robert Wagner --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.169294
Path Entropy(↓):  0.608941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of aurora borealis
Start Entity:     Aurora Borealis
Gold Answer:      [['James C.E. Burke']]
Predicted Ans:    James C.E. Burke
Predicted Path:   Aurora Borealis --[directed_by]--> James C.E. Burke --[(INV) directed_by]--> Aurora Borealis --[directed_by]--> James C.E. Burke
Path (Raw):       Aurora Borealis --[directed_by]--> James C.E. Burke --[(INV) directed_by]--> Aurora Borealis --[directed_by]--> James C.E. Burke
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed a man and a woman
Start Entity:     A Man and a Woman
Gold Answer:      [['René Barjavel', 'Raymond Bernard', 'Warren Lane', 'Farah Khan', 'Claude Lelouch', 'Herbert Kretzmer', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Michel Audiard']]
Predicted Ans:    Farah Khan
Predicted Path:   A Man and a Woman --[directed_by]--> Claude Lelouch --[(INV) directed_by]--> Happy New Year --[written_by]--> Farah Khan
Path (Raw):       A Man and a Woman --[directed_by]--> Claude Lelouch --[(INV) directed_by]--> Happy New Year --[written_by]--> Farah Khan
Neg LogProb(↓):   0.517525
Path Entropy(↓):  1.170970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film mr. bean's holiday were in which languages
Start Entity:     Mr. Bean's Holiday
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Mr. Bean's Holiday --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> Johnny English --[in_language]--> English
Path (Raw):       Mr. Bean's Holiday --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> Johnny English --[in_language]--> English
Neg LogProb(↓):   0.053092
Path Entropy(↓):  0.241944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about dennis iliadis
Start Entity:     dennis iliadis
Gold Answer:      [['The Last House on the Left']]
Predicted Ans:    The Last House on the Left
Predicted Path:   dennis iliadis --[(INV) has_tags]--> The Last House on the Left --[has_tags]--> dennis iliadis --[(INV) has_tags]--> The Last House on the Left
Path (Raw):       dennis iliadis --[(INV) has_tags]--> The Last House on the Left --[has_tags]--> dennis iliadis --[(INV) has_tags]--> The Last House on the Left
Neg LogProb(↓):   0.023828
Path Entropy(↓):  0.114179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by kim nguyen were released in which years
Start Entity:     Kim Nguyen
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Kim Nguyen --[(INV) directed_by]--> War Witch --[release_year]--> 2012
Path (Raw):       Kim Nguyen --[No Operation]--> Kim Nguyen --[(INV) directed_by]--> War Witch --[release_year]--> 2012
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000133
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by lola falana
Start Entity:     Lola Falana
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lola Falana --[(INV) starred_actors]--> The Liberation of L.B. Jones --[has_genre]--> Drama
Path (Raw):       Lola Falana --[No Operation]--> Lola Falana --[(INV) starred_actors]--> The Liberation of L.B. Jones --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by ron barrett
Start Entity:     Ron Barrett
Gold Answer:      [['Cody Cameron', 'Christopher Miller', 'Phil Lord', 'Kris Pearn']]
Predicted Ans:    Cody Cameron
Predicted Path:   Ron Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2 --[directed_by]--> Cody Cameron
Path (Raw):       Ron Barrett --[No Operation]--> Ron Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2 --[directed_by]--> Cody Cameron
Neg LogProb(↓):   0.625683
Path Entropy(↓):  0.978715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of bandit queen also starred in which films
Start Entity:     Bandit Queen
Gold Answer:      [['Cooking with Stella']]
Predicted Ans:    Cooking with Stella
Predicted Path:   Bandit Queen --[starred_actors]--> Seema Biswas --[(INV) starred_actors]--> Cooking with Stella
Path (Raw):       Bandit Queen --[starred_actors]--> Seema Biswas --[No Operation]--> Seema Biswas --[(INV) starred_actors]--> Cooking with Stella
Neg LogProb(↓):   0.001207
Path Entropy(↓):  0.009319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is happiness is in the field
Start Entity:     Happiness Is in the Field
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Happiness Is in the Field --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Happiness Is in the Field --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.394072
Path Entropy(↓):  4.429331
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by bulle ogier were in which languages
Start Entity:     Bulle Ogier
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bulle Ogier --[(INV) starred_actors]--> Maîtresse --[in_language]--> French
Path (Raw):       Bulle Ogier --[No Operation]--> Bulle Ogier --[(INV) starred_actors]--> Maîtresse --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in cradle 2 the grave
Start Entity:     Cradle 2 the Grave
Gold Answer:      [['DMX', 'Jet Li']]
Predicted Ans:    Jet Li
Predicted Path:   Cradle 2 the Grave --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Once Upon a Time in China II --[starred_actors]--> Jet Li
Path (Raw):       Cradle 2 the Grave --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Once Upon a Time in China II --[starred_actors]--> Jet Li
Neg LogProb(↓):   0.324688
Path Entropy(↓):  0.781973
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by chris pontius
Start Entity:     Chris Pontius
Gold Answer:      [['Johnny Knoxville', 'Jeff Tremaine', 'Preston Lacy']]
Predicted Ans:    Preston Lacy
Predicted Path:   Chris Pontius --[(INV) starred_actors]--> Jackass Number Two --[written_by]--> Preston Lacy
Path (Raw):       Chris Pontius --[No Operation]--> Chris Pontius --[(INV) starred_actors]--> Jackass Number Two --[written_by]--> Preston Lacy
Neg LogProb(↓):   0.091064
Path Entropy(↓):  0.353679
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Angel - a is a film written by this person
Start Entity:     Angel-A
Gold Answer:      [['Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   Angel-A --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[written_by]--> Luc Besson
Path (Raw):       Angel-A --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[written_by]--> Luc Besson
Neg LogProb(↓):   0.099380
Path Entropy(↓):  0.413471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of safe conduct
Start Entity:     Safe Conduct
Gold Answer:      [['It All Starts Today', 'Life and Nothing But', 'In the Electric Mist', 'The French Minister', 'A Sunday in the Country', 'The Princess of Montpensier', 'The Judge and the Assassin', 'Death Watch']]
Predicted Ans:    The Princess of Montpensier
Predicted Path:   Safe Conduct --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier
Path (Raw):       Safe Conduct --[No Operation]--> Safe Conduct --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier
Neg LogProb(↓):   0.472976
Path Entropy(↓):  1.242589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of my boy
Start Entity:     My Boy
Gold Answer:      [['Katharine Hepburn', 'Winona Ryder', 'June Allyson', 'Joan Bennett']]
Predicted Ans:    Joan Bennett
Predicted Path:   My Boy --[written_by]--> Victor Heerman --[(INV) written_by]--> Little Women --[starred_actors]--> Joan Bennett
Path (Raw):       My Boy --[written_by]--> Victor Heerman --[(INV) written_by]--> Little Women --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   0.792400
Path Entropy(↓):  1.009205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by max enscoe
Start Entity:     Max Enscoe
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Max Enscoe --[(INV) written_by]--> Wuthering Heights --[has_genre]--> Drama
Path (Raw):       Max Enscoe --[No Operation]--> Max Enscoe --[(INV) written_by]--> Wuthering Heights --[has_genre]--> Drama
Neg LogProb(↓):   0.022293
Path Entropy(↓):  0.105901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by william roberts
Start Entity:     William Roberts
Gold Answer:      [['Mario Van Peebles', 'Gene Davis', 'Tony Randall', 'Lisa Eilbacher', 'Charles Bronson', 'Ben Gazzara', 'George Segal', 'Robert Vaughn', 'Paul Douglas', 'Debbie Reynolds', 'Andrew Stevens', 'Kirk Douglas']]
Predicted Ans:    Charles Bronson
Predicted Path:   William Roberts --[(INV) written_by]--> 10 to Midnight --[starred_actors]--> Charles Bronson
Path (Raw):       William Roberts --[No Operation]--> William Roberts --[(INV) written_by]--> 10 to Midnight --[starred_actors]--> Charles Bronson
Neg LogProb(↓):   0.010206
Path Entropy(↓):  0.069710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the strange case of dr. jekyll and mr. hyde also wrote which movies
Start Entity:     The Strange Case of Dr. Jekyll and Mr. Hyde
Gold Answer:      [['Dr. Jekyll and Mr. Hyde', 'Muppet Treasure Island', 'The Wrong Box', 'Treasure Island', 'The Body Snatcher', 'Jekyll and Hyde... Together Again', 'The Strange Door', 'I, Monster', 'Dr. Jekyll and Ms. Hyde', 'Treasure Planet']]
Predicted Ans:    The Body Snatcher
Predicted Path:   The Strange Case of Dr. Jekyll and Mr. Hyde --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher
Path (Raw):       The Strange Case of Dr. Jekyll and Mr. Hyde --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[No Operation]--> The Body Snatcher
Neg LogProb(↓):   0.594964
Path Entropy(↓):  1.468063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is fraternity vacation
Start Entity:     Fraternity Vacation
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fraternity Vacation --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fraternity Vacation --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.990659
Path Entropy(↓):  4.384200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the blackthorn director
Start Entity:     Blackthorn
Gold Answer:      [['Mateo Gil']]
Predicted Ans:    Miguel Barros
Predicted Path:   Blackthorn --[directed_by]--> Mateo Gil --[(INV) directed_by]--> Blackthorn --[written_by]--> Miguel Barros
Path (Raw):       Blackthorn --[directed_by]--> Mateo Gil --[(INV) directed_by]--> Blackthorn --[written_by]--> Miguel Barros
Neg LogProb(↓):   0.017660
Path Entropy(↓):  0.106144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the movie night train released
Start Entity:     Night Train
Gold Answer:      [['2009']]
Predicted Ans:    1959
Predicted Path:   Night Train --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Night Train --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.481674
Path Entropy(↓):  3.358650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in my father and the man in black
Start Entity:     My Father and the Man in Black
Gold Answer:      [['Crime']]
Predicted Ans:    Documentary
Predicted Path:   My Father and the Man in Black --[starred_actors]--> Saul Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[has_genre]--> Documentary
Path (Raw):       My Father and the Man in Black --[starred_actors]--> Saul Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[has_genre]--> Documentary
Neg LogProb(↓):   0.033752
Path Entropy(↓):  0.166337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was daddy's little girls written by
Start Entity:     Daddy's Little Girls
Gold Answer:      [['Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Daddy's Little Girls --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[written_by]--> Tyler Perry
Path (Raw):       Daddy's Little Girls --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.974621
Path Entropy(↓):  1.404902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with gore vidal
Start Entity:     Gore Vidal
Gold Answer:      [['Michael Sarne', 'Malcolm D. Lee', 'Tennessee Williams', 'Paddy Chayefsky', 'Leslie Stevens', 'Pupi Avati']]
Predicted Ans:    Gore Vidal
Predicted Path:   Gore Vidal --[(INV) written_by]--> The Best Man --[written_by]--> Gore Vidal
Path (Raw):       Gore Vidal --[No Operation]--> Gore Vidal --[(INV) written_by]--> The Best Man --[written_by]--> Gore Vidal
Neg LogProb(↓):   0.128579
Path Entropy(↓):  0.495222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films directed by leon joosen
Start Entity:     Leon Joosen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Leon Joosen --[(INV) directed_by]--> Saving Santa --[has_genre]--> Comedy
Path (Raw):       Leon Joosen --[No Operation]--> Leon Joosen --[(INV) directed_by]--> Saving Santa --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by neil labute
Start Entity:     Neil LaBute
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Neil LaBute --[(INV) written_by]--> Possession --[has_genre]--> Drama
Path (Raw):       Neil LaBute --[No Operation]--> Neil LaBute --[(INV) written_by]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.359752
Path Entropy(↓):  0.645942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the last exorcism
Start Entity:     The Last Exorcism
Gold Answer:      [['2014']]
Predicted Ans:    2010
Predicted Path:   The Last Exorcism --[directed_by]--> Daniel Stamm --[(INV) directed_by]--> The Last Exorcism --[release_year]--> 2010
Path (Raw):       The Last Exorcism --[directed_by]--> Daniel Stamm --[(INV) directed_by]--> The Last Exorcism --[release_year]--> 2010
Neg LogProb(↓):   0.142937
Path Entropy(↓):  0.392459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of the golden bowl
Start Entity:     The Golden Bowl
Gold Answer:      [['Patrick Maléon', 'Christopher Reeve', 'Madeleine Potter', 'Ralph Richardson', 'Julianne Moore', 'Leelee Sobieski', 'Anthony Hopkins', 'Jean Dasté', 'François Truffaut', 'Jessica Tandy', 'Michael Redgrave', 'Montgomery Clift', 'Linus Roache', 'Emma Thompson', 'Joanna Vanderham', 'Olivia de Havilland', 'Nicole Kidman', 'John Malkovich', 'Juliet Berto', 'Dominique Labourier', 'Kris Kristofferson', 'Barbara Hershey', 'Cybill Shepherd', 'Alexander Skarsgård', 'Steve Coogan', 'Vanessa Redgrave', 'Megs Jenkins', 'Nathalie Baye', 'Deborah Kerr', 'Helena Bonham Carter']]
Predicted Ans:    Jean Dasté
Predicted Path:   The Golden Bowl --[written_by]--> Henry James --[(INV) written_by]--> The Green Room --[starred_actors]--> Jean Dasté
Path (Raw):       The Golden Bowl --[written_by]--> Henry James --[(INV) written_by]--> The Green Room --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.672475
Path Entropy(↓):  1.145422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with stockard channing
Start Entity:     Stockard Channing
Gold Answer:      [['Sandra Bullock', 'Joseph Bologna', 'Jack Nicholson', 'David Hyde Pierce', 'John Travolta', 'Warren Beatty', 'Dianne Wiest', 'Ashley Judd', 'Uma Thurman', 'Jeff Conaway', 'Dabney Coleman', 'Nicole Kidman', 'Julia Stiles', 'Melinda Dillon', 'Bette Midler', 'Nathan Lane', 'Natalie Portman', 'Sean Astin', 'Joan Cusack']]
Predicted Ans:    Ashley Judd
Predicted Path:   Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[starred_actors]--> Ashley Judd
Path (Raw):       Stockard Channing --[No Operation]--> Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[starred_actors]--> Ashley Judd
Neg LogProb(↓):   0.672408
Path Entropy(↓):  1.601465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film annie are written by who
Start Entity:     Annie
Gold Answer:      [['Alan Sillitoe', 'Michael Wadleigh', 'Jim Sharman', 'Whitley Strieber', "Richard O'Brien", 'Michael Mann', 'Taylor Hackford', 'Benh Zeitlin', 'Lucy Alibar', 'Michael Crichton', 'Roberto Orci', 'Alex Kurtzman', 'James Vanderbilt', 'Quentin Tarantino', 'Frederic Raphael', 'Shane Connaughton', 'John Landis', 'David Lean', 'Daniel Wallace', 'Robert Louis Stevenson', 'Alan Alda', 'Robert Altman', 'Kelly Masterson', 'Charles Dickens', 'Matthew Michael Carnahan', 'Allan Moyle', 'Peter Mayle', 'Terence Rattigan', 'Stuart Beattie', 'Guy Gallo', 'Malcolm Lowry', 'Ronald Harwood', 'Jonathan Lynn', 'Peter De Vries', 'Agatha Christie', 'J. Stanford Parker', 'Bill Condon', 'John August', 'Leslie Bricusse', 'Josephine Humphreys', 'Robert Zemeckis', 'Anthony Swofford', 'Neville Smith', 'Kurt Wimmer', 'Steve Lopez', 'Susannah Grant', 'Anthony Yerkovich', 'Bo Goldman', 'Tom Eyen', 'Julius J. Epstein', 'Takashi Bufford']]
Predicted Ans:    Quentin Tarantino
Predicted Path:   Annie --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Django Unchained --[written_by]--> Quentin Tarantino
Path (Raw):       Annie --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Django Unchained --[written_by]--> Quentin Tarantino
Neg LogProb(↓):   0.658521
Path Entropy(↓):  1.676350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of he knows you're alone
Start Entity:     He Knows You're Alone
Gold Answer:      [['Squirm']]
Predicted Ans:    He Knows You're Alone
Predicted Path:   He Knows You're Alone --[starred_actors]--> Don Scardino --[(INV) starred_actors]--> He Knows You're Alone
Path (Raw):       He Knows You're Alone --[starred_actors]--> Don Scardino --[No Operation]--> Don Scardino --[(INV) starred_actors]--> He Knows You're Alone
Neg LogProb(↓):   0.085153
Path Entropy(↓):  0.356955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by fahrenhype 9 / 11 actors
Start Entity:     Fahrenhype 9/11
Gold Answer:      [['Kathryn Bigelow', 'Mark Verheiden', 'Mike Richardson', 'Avery Corman', 'Bart Baker', 'Andrew Bergman']]
Predicted Ans:    Bart Baker
Predicted Path:   Fahrenhype 9/11 --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[written_by]--> Bart Baker
Path (Raw):       Fahrenhype 9/11 --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[written_by]--> Bart Baker
Neg LogProb(↓):   0.234555
Path Entropy(↓):  0.543415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the man from earth were released in which years
Start Entity:     The Man from Earth
Gold Answer:      [['1966', '1958']]
Predicted Ans:    1966
Predicted Path:   The Man from Earth --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[release_year]--> 1966
Path (Raw):       The Man from Earth --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[release_year]--> 1966
Neg LogProb(↓):   0.153890
Path Entropy(↓):  0.425714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the born losers
Start Entity:     The Born Losers
Gold Answer:      [['Tom Laughlin', 'Delores Taylor']]
Predicted Ans:    Tom Laughlin
Predicted Path:   The Born Losers --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[starred_actors]--> Tom Laughlin
Path (Raw):       The Born Losers --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[starred_actors]--> Tom Laughlin
Neg LogProb(↓):   0.183873
Path Entropy(↓):  0.608596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie strapped are directed by who
Start Entity:     Strapped
Gold Answer:      [['Doug McHenry', 'Craig R. Baxley', 'Darin Scott', 'Sticky Fingaz']]
Predicted Ans:    Sticky Fingaz
Predicted Path:   Strapped --[starred_actors]--> Bokeem Woodbine --[(INV) starred_actors]--> A Day in the Life --[directed_by]--> Sticky Fingaz
Path (Raw):       Strapped --[starred_actors]--> Bokeem Woodbine --[(INV) starred_actors]--> A Day in the Life --[directed_by]--> Sticky Fingaz
Neg LogProb(↓):   0.011494
Path Entropy(↓):  0.077186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film control
Start Entity:     Control
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Control --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Control --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.647772
Path Entropy(↓):  4.425950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film love released
Start Entity:     Love
Gold Answer:      [['2005']]
Predicted Ans:    1971
Predicted Path:   Love --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       Love --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   2.923009
Path Entropy(↓):  5.015481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film love released
Start Entity:     Love
Gold Answer:      [['2011']]
Predicted Ans:    1971
Predicted Path:   Love --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       Love --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   2.923009
Path Entropy(↓):  5.015481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director for in time
Start Entity:     In Time
Gold Answer:      [['Andrew Niccol']]
Predicted Ans:    Andrew Niccol
Predicted Path:   In Time --[directed_by]--> Andrew Niccol --[(INV) directed_by]--> Gattaca --[directed_by]--> Andrew Niccol
Path (Raw):       In Time --[directed_by]--> Andrew Niccol --[(INV) directed_by]--> Gattaca --[directed_by]--> Andrew Niccol
Neg LogProb(↓):   0.196672
Path Entropy(↓):  0.487581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the tenant actors
Start Entity:     The Tenant
Gold Answer:      [['Walter Hill', 'George Cukor', 'Dustin Hoffman', 'André Téchiné', 'Richard Boleslawski', 'Luc Besson', 'Richard Quine', 'Giuseppe Tornatore', 'Roman Polanski', 'Claude Miller', 'Bruno Nuytten', 'George Marshall', 'Nicholas Ray', 'Martin Ritt', 'Hal Ashby', 'Ernst Lubitsch', 'Jean Becker', 'Neil Jordan', 'Wesley Ruggles', "Robert Vincent O'Neill", 'Elia Kazan', 'Robert Siodmak', 'Gustaf Molander', 'James Whale', 'Werner Herzog', 'Neil LaBute', 'George Stevens', 'Gilbert Cates', 'Jeremiah S. Chechik', 'John Irvin', 'Mike Figgis', 'Arthur Hiller']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Tenant --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Nosferatu the Vampyre --[directed_by]--> Werner Herzog
Path (Raw):       The Tenant --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Nosferatu the Vampyre --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.321089
Path Entropy(↓):  0.779039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote carnal knowledge
Start Entity:     Carnal Knowledge
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Carnal Knowledge --[written_by]--> Jules Feiffer --[(INV) written_by]--> Little Murders --[release_year]--> 1971
Path (Raw):       Carnal Knowledge --[written_by]--> Jules Feiffer --[(INV) written_by]--> Little Murders --[release_year]--> 1971
Neg LogProb(↓):   0.001269
Path Entropy(↓):  0.009729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the iron lady
Start Entity:     The Iron Lady
Gold Answer:      [['Catherine Johnson']]
Predicted Ans:    Catherine Johnson
Predicted Path:   The Iron Lady --[directed_by]--> Phyllida Lloyd --[(INV) directed_by]--> Mamma Mia! --[written_by]--> Catherine Johnson
Path (Raw):       The Iron Lady --[directed_by]--> Phyllida Lloyd --[(INV) directed_by]--> Mamma Mia! --[written_by]--> Catherine Johnson
Neg LogProb(↓):   0.001059
Path Entropy(↓):  0.008310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by aldous huxley were in which languages
Start Entity:     Aldous Huxley
Gold Answer:      [['French', 'English']]
Predicted Ans:    Jane Eyre
Predicted Path:   Aldous Huxley --[(INV) written_by]--> Jane Eyre --[written_by]--> Charlotte Brontë --[(INV) written_by]--> Jane Eyre
Path (Raw):       Aldous Huxley --[(INV) written_by]--> Jane Eyre --[written_by]--> Charlotte Brontë --[(INV) written_by]--> Jane Eyre
Neg LogProb(↓):   2.776380
Path Entropy(↓):  2.799215
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the lawn dogs director
Start Entity:     Lawn Dogs
Gold Answer:      [['Dick Christie', 'John Duigan']]
Predicted Ans:    John Duigan
Predicted Path:   Lawn Dogs --[directed_by]--> John Duigan --[(INV) directed_by]--> The Year My Voice Broke --[written_by]--> John Duigan
Path (Raw):       Lawn Dogs --[directed_by]--> John Duigan --[(INV) directed_by]--> The Year My Voice Broke --[written_by]--> John Duigan
Neg LogProb(↓):   0.130343
Path Entropy(↓):  0.391513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in identity
Start Entity:     Identity
Gold Answer:      [['Ray Liotta', 'John Cusack', 'Amanda Peet']]
Predicted Ans:    John Cusack
Predicted Path:   Identity --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Floundering --[starred_actors]--> John Cusack
Path (Raw):       Identity --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Floundering --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.698102
Path Entropy(↓):  0.876654
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film don't drink the water
Start Entity:     Don't Drink the Water
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Don't Drink the Water --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Path (Raw):       Don't Drink the Water --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   1.061983
Path Entropy(↓):  2.615106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was loretta young an actor in
Start Entity:     Loretta Young
Gold Answer:      [['Along Came Jones', 'She Had to Say Yes', 'The Devil to Pay!', "Employees' Entrance", 'Taxi!', 'Eternally Yours', 'Platinum Blonde', 'Zoo in Budapest', 'Cause for Alarm!', "Man's Castle", "The Farmer's Daughter", "The Bishop's Wife", 'The Crusades', 'A Night to Remember', 'Midnight Mary', 'The Call of the Wild', 'Come to the Stable', 'Born to Be Bad', 'The Story of Alexander Graham Bell', 'Love Is News', 'Suez', 'Heroes for Sale', 'Second Honeymoon', 'The Stranger', 'The Squall']]
Predicted Ans:    Platinum Blonde
Predicted Path:   Loretta Young --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Path (Raw):       Loretta Young --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Neg LogProb(↓):   0.344465
Path Entropy(↓):  1.312290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor michael pitt acted together with who
Start Entity:     Michael Pitt
Gold Answer:      [['Nina Arianda', 'Asia Argento', 'Mariel Hemingway', 'Scott Patrick Green', 'John Candy', 'Lukas Haas', 'Tim Roth', 'Alison Lohman', 'Sandra Bullock', 'Ben Chaplin', 'Ryan Gosling', 'Naomi Watts', 'Brady Corbet', 'Ray Romano', 'Emma Samms', 'Steve Buscemi', 'Raymond Burr']]
Predicted Ans:    Michael Pitt
Predicted Path:   Michael Pitt --[(INV) starred_actors]--> Funny Games --[starred_actors]--> Michael Pitt
Path (Raw):       Michael Pitt --[No Operation]--> Michael Pitt --[(INV) starred_actors]--> Funny Games --[starred_actors]--> Michael Pitt
Neg LogProb(↓):   0.436264
Path Entropy(↓):  1.125787
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of demonlover
Start Entity:     Demonlover
Gold Answer:      [['Olivier Assayas']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Demonlover --[written_by]--> Olivier Assayas --[(INV) written_by]--> Late August, Early September --[directed_by]--> Olivier Assayas
Path (Raw):       Demonlover --[written_by]--> Olivier Assayas --[(INV) written_by]--> Late August, Early September --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.746520
Path Entropy(↓):  1.192931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie the blood spattered bride in
Start Entity:     The Blood Spattered Bride
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Blood Spattered Bride --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       The Blood Spattered Bride --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.958954
Path Entropy(↓):  2.181960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by major dundee actors
Start Entity:     Major Dundee
Gold Answer:      [['William Dieterle', 'Cecil B. DeMille', 'Clint Eastwood', 'William A. Wellman', 'Frank Tashlin', 'Irvin Kershner', 'Peter Medak', 'Michael Lehmann', 'Robert Vernay', 'Aric Avelino', 'Dave Fleischer', 'Samuel Fuller', 'Bruce Geller', 'Joseph Sargent', 'Andrew V. McLaglen', 'Alan Jacobs', 'John Derek', 'Brian Levant', 'Nick Murphy', 'William Wyler', 'Rowland V. Lee', 'Jim Sheridan', 'Daniel Mann', 'Mike Newell', 'Michael Crichton', 'Richard Fleischer', 'Tom Gries', 'Guy Green', 'Alex Proyas', 'Stewart Raffill', 'Elliot Silverstein', 'Bernard Girard', 'Anthony Mann', 'Byron Haskin', 'Larry Peerce', 'Jack Arnold', 'Herbert Ross', 'Stanley Donen', 'Lindsay Anderson', 'Richard Lester', 'Tim Burton', 'Charles Marquis Warren', 'Richard Brooks', 'Ken Hughes', 'Rudolph Maté', 'Henry Levin', 'Carol Reed', 'Christopher Coppola', 'King Vidor', 'Charlton Heston', 'Jack Smight', 'Jerry Lewis', 'Franklin J. Schaffner', 'Martin Ritt', 'Randa Haines', 'Stefan Ruzowitzky', 'Michael Winner', 'John Wayne', 'Kevin Reynolds', 'John Sturges', 'Theodore J. Flicker', 'Michelangelo Antonioni', 'Don Boyd', 'Fraser Clarke Heston', 'Arthur Hiller', 'Barry Shear', 'Basil Dearden', 'Richard C. Sarafian', 'Michael Anderson', 'Alexander Mackendrick', 'Gordon Douglas', 'John Frankenheimer', 'Ken Annakin', 'Nicholas Ray', 'Mark Robson', 'Boris Sagal', 'Darrell Roodt', 'Joshua Logan', 'John Guillermin', 'Rob Letterman', 'Orson Welles']]
Predicted Ans:    Rowland V. Lee
Predicted Path:   Major Dundee --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[directed_by]--> Rowland V. Lee
Path (Raw):       Major Dundee --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[directed_by]--> Rowland V. Lee
Neg LogProb(↓):   1.025661
Path Entropy(↓):  2.261407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the theatre bizarre were released in which years
Start Entity:     The Theatre Bizarre
Gold Answer:      [['1968', '2009', '1990', '1996', '1977']]
Predicted Ans:    1996
Predicted Path:   The Theatre Bizarre --[directed_by]--> Richard Stanley --[(INV) directed_by]--> The Island of Dr. Moreau --[release_year]--> 1996
Path (Raw):       The Theatre Bizarre --[directed_by]--> Richard Stanley --[(INV) directed_by]--> The Island of Dr. Moreau --[release_year]--> 1996
Neg LogProb(↓):   0.337708
Path Entropy(↓):  0.707011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by john hindman were in which genres
Start Entity:     John Hindman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Hindman --[(INV) directed_by]--> The Answer Man --[has_genre]--> Comedy
Path (Raw):       John Hindman --[No Operation]--> John Hindman --[(INV) directed_by]--> The Answer Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the devil wears prada
Start Entity:     The Devil Wears Prada
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Devil Wears Prada --[directed_by]--> David Frankel --[(INV) directed_by]--> One Chance --[has_genre]--> Drama
Path (Raw):       The Devil Wears Prada --[directed_by]--> David Frankel --[(INV) directed_by]--> One Chance --[has_genre]--> Drama
Neg LogProb(↓):   1.161207
Path Entropy(↓):  1.652510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed shadowboxer
Start Entity:     Shadowboxer
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Shadowboxer --[directed_by]--> Lee Daniels --[(INV) directed_by]--> The Paperboy --[has_genre]--> Thriller
Path (Raw):       Shadowboxer --[directed_by]--> Lee Daniels --[(INV) directed_by]--> The Paperboy --[has_genre]--> Thriller
Neg LogProb(↓):   0.006312
Path Entropy(↓):  0.040665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by fun actors
Start Entity:     Fun
Gold Answer:      [['Glenn Gaylord', 'Eric Lartigau', 'Jon Avnet', 'David Carson']]
Predicted Ans:    Eric Lartigau
Predicted Path:   Fun --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[directed_by]--> Eric Lartigau
Path (Raw):       Fun --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[directed_by]--> Eric Lartigau
Neg LogProb(↓):   0.014265
Path Entropy(↓):  0.086976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the mighty ducks
Start Entity:     The Mighty Ducks
Gold Answer:      [['Stephen Herek']]
Predicted Ans:    Stephen Herek
Predicted Path:   The Mighty Ducks --[directed_by]--> Stephen Herek --[(INV) directed_by]--> Don't Tell Mom the Babysitter's Dead --[directed_by]--> Stephen Herek
Path (Raw):       The Mighty Ducks --[directed_by]--> Stephen Herek --[(INV) directed_by]--> Don't Tell Mom the Babysitter's Dead --[directed_by]--> Stephen Herek
Neg LogProb(↓):   0.350325
Path Entropy(↓):  0.837128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote midnight's children
Start Entity:     Midnight's Children
Gold Answer:      [['Deepa Mehta', 'Salman Rushdie']]
Predicted Ans:    Deepa Mehta
Predicted Path:   Midnight's Children --[written_by]--> Salman Rushdie --[(INV) written_by]--> Midnight's Children --[written_by]--> Deepa Mehta
Path (Raw):       Midnight's Children --[written_by]--> Salman Rushdie --[(INV) written_by]--> Midnight's Children --[written_by]--> Deepa Mehta
Neg LogProb(↓):   0.686580
Path Entropy(↓):  0.786674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Red is a film written by this person
Start Entity:     Red
Gold Answer:      [['Jack Ketchum', 'Stephen Susco']]
Predicted Ans:    Takashi Shimizu
Predicted Path:   Red --[written_by]--> Stephen Susco --[(INV) written_by]--> The Grudge --[written_by]--> Takashi Shimizu
Path (Raw):       Red --[written_by]--> Stephen Susco --[(INV) written_by]--> The Grudge --[written_by]--> Takashi Shimizu
Neg LogProb(↓):   0.229216
Path Entropy(↓):  0.538172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the caroline? director
Start Entity:     Caroline?
Gold Answer:      [['John Godey', 'Fania Fénelon', 'Arthur Miller', 'Rod Serling', 'Robert Caswell', 'Peter Silverman', 'John Kohn', 'William W. Norton', 'Peter Lovesey', 'Peter Stone', 'Stephen Carpenter', 'Margaret Oberman', 'Irving Wallace', 'Jim Piddock', 'John Pielmeier', 'Flora Rheta Schreiber']]
Predicted Ans:    John Godey
Predicted Path:   Caroline? --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[written_by]--> John Godey
Path (Raw):       Caroline? --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[written_by]--> John Godey
Neg LogProb(↓):   0.757057
Path Entropy(↓):  0.998645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of silent night
Start Entity:     Silent Night
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Silent Night --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Silent Night --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.729938
Path Entropy(↓):  3.897137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by a walk on the moon actors
Start Entity:     A Walk on the Moon
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   A Walk on the Moon --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Path (Raw):       A Walk on the Moon --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.257148
Path Entropy(↓):  0.555126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie i can't sleep were in which languages
Start Entity:     I Can't Sleep
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   I Can't Sleep --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards --[in_language]--> French
Path (Raw):       I Can't Sleep --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards --[in_language]--> French
Neg LogProb(↓):   0.790746
Path Entropy(↓):  1.131899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote telling lies in america
Start Entity:     Telling Lies in America
Gold Answer:      [['Hungarian']]
Predicted Ans:    Gottfried Reinhardt
Predicted Path:   Telling Lies in America --[written_by]--> Joe Eszterhas --[(INV) written_by]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Path (Raw):       Telling Lies in America --[written_by]--> Joe Eszterhas --[(INV) written_by]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Neg LogProb(↓):   0.352815
Path Entropy(↓):  0.682344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films for the writer of elektra luxx
Start Entity:     Elektra Luxx
Gold Answer:      [['Mathieu Kassovitz', 'Sebastian Gutierrez', 'J.T. Tepnapa']]
Predicted Ans:    Sebastian Gutierrez
Predicted Path:   Elektra Luxx --[directed_by]--> Sebastian Gutierrez --[(INV) directed_by]--> Women in Trouble --[directed_by]--> Sebastian Gutierrez
Path (Raw):       Elektra Luxx --[directed_by]--> Sebastian Gutierrez --[(INV) directed_by]--> Women in Trouble --[directed_by]--> Sebastian Gutierrez
Neg LogProb(↓):   0.504908
Path Entropy(↓):  1.257494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by michelle reis released
Start Entity:     Michelle Reis
Gold Answer:      [['2008', '1998', '1995']]
Predicted Ans:    1998
Predicted Path:   Michelle Reis --[(INV) starred_actors]--> Flowers of Shanghai --[release_year]--> 1998
Path (Raw):       Michelle Reis --[No Operation]--> Michelle Reis --[(INV) starred_actors]--> Flowers of Shanghai --[release_year]--> 1998
Neg LogProb(↓):   0.852692
Path Entropy(↓):  0.682234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with mike's murder fall under
Start Entity:     Mike's Murder
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Mike's Murder --[directed_by]--> James Bridges --[(INV) directed_by]--> Bright Lights, Big City --[has_genre]--> Drama
Path (Raw):       Mike's Murder --[directed_by]--> James Bridges --[(INV) directed_by]--> Bright Lights, Big City --[has_genre]--> Drama
Neg LogProb(↓):   0.241202
Path Entropy(↓):  0.545926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie whatever works in a few words
Start Entity:     Whatever Works
Gold Answer:      [['woody allen', 'michael mckean', 'patricia clarkson', 'evan rachel wood', 'larry david']]
Predicted Ans:    michael mckean
Predicted Path:   Whatever Works --[has_tags]--> michael mckean --[(INV) has_tags]--> Clue --[has_tags]--> michael mckean
Path (Raw):       Whatever Works --[has_tags]--> michael mckean --[(INV) has_tags]--> Clue --[has_tags]--> michael mckean
Neg LogProb(↓):   0.619518
Path Entropy(↓):  0.829626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of bossa nova
Start Entity:     Bossa Nova
Gold Answer:      [['Bruno Barreto', 'Anne Nelson', 'Leopoldo Serran', 'Jorge Amado', 'Eduardo Coutinho', 'Jim Harrison', 'Jeremy Iacone', 'Bo Dietl']]
Predicted Ans:    Bo Dietl
Predicted Path:   Bossa Nova --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> One Tough Cop --[written_by]--> Bo Dietl
Path (Raw):       Bossa Nova --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> One Tough Cop --[written_by]--> Bo Dietl
Neg LogProb(↓):   0.179086
Path Entropy(↓):  0.521444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did thorley walters act in
Start Entity:     Thorley Walters
Gold Answer:      [['The Earth Dies Screaming']]
Predicted Ans:    The Earth Dies Screaming
Predicted Path:   Thorley Walters --[(INV) starred_actors]--> The Earth Dies Screaming --[starred_actors]--> Thorley Walters --[(INV) starred_actors]--> The Earth Dies Screaming
Path (Raw):       Thorley Walters --[(INV) starred_actors]--> The Earth Dies Screaming --[starred_actors]--> Thorley Walters --[(INV) starred_actors]--> The Earth Dies Screaming
Neg LogProb(↓):   0.034201
Path Entropy(↓):  0.176695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the wolverine in a few words
Start Entity:     The Wolverine
Gold Answer:      [['marvel', 'japan', 'hugh jackman', 'x-men', 'wolverine', 'james mangold', 'superhero']]
Predicted Ans:    x-men
Predicted Path:   The Wolverine --[has_tags]--> x-men --[(INV) has_tags]--> The Wolverine --[has_tags]--> x-men
Path (Raw):       The Wolverine --[has_tags]--> x-men --[(INV) has_tags]--> The Wolverine --[has_tags]--> x-men
Neg LogProb(↓):   0.000069
Path Entropy(↓):  0.000781
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by tony kushner in
Start Entity:     Tony Kushner
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Tony Kushner --[(INV) written_by]--> Lincoln --[has_genre]--> Drama
Path (Raw):       Tony Kushner --[No Operation]--> Tony Kushner --[(INV) written_by]--> Lincoln --[has_genre]--> Drama
Neg LogProb(↓):   0.001981
Path Entropy(↓):  0.014315
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the triplets of belleville in
Start Entity:     The Triplets of Belleville
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Triplets of Belleville --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Triplets of Belleville --[in_language]--> French
Path (Raw):       The Triplets of Belleville --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Triplets of Belleville --[in_language]--> French
Neg LogProb(↓):   0.174589
Path Entropy(↓):  0.481214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie prince valiant
Start Entity:     Prince Valiant
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Prince Valiant --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Prince Valiant --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   2.704338
Path Entropy(↓):  3.528871
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in what ever happened to baby jane? also appears in which movies
Start Entity:     What Ever Happened to Baby Jane?
Gold Answer:      [['Old Acquaintance', 'The Nanny', 'Dark Victory', 'Strait-Jacket', 'The Dark Horse', 'The Petrified Forest', 'Our Blushing Brides', 'The Caretakers', 'Ex-Lady', 'Dead Ringer', 'Storm Center', 'A Stolen Life', 'Mildred Pierce', 'Flamingo Road', 'Mr. Skeffington', 'Above Suspicion', 'The Virgin Queen', "Another Man's Poison", 'Of Human Bondage', 'Thank Your Lucky Stars', "It's Love I'm After", 'The Women', 'The Star', 'The Anniversary', 'The Catered Affair', 'In This Our Life', 'Kid Galahad', 'The Corn Is Green', 'Mannequin', 'The Cabin in the Cotton', 'The Great Lie', 'Watch on the Rhine', 'Where Love Has Gone', 'I Saw What You Did', 'Across to Singapore', 'The Story of Esther Costello', 'Harriet Craig', 'Pocketful of Miracles', 'Daisy Kenyon', 'Reunion in France', 'Now, Voyager', 'Our Dancing Daughters', 'Dancing Lady', 'The Bride Wore Red', 'All This, and Heaven Too', 'When Ladies Meet', 'Deception', 'Humoresque', 'I Live My Life', 'Madame Sin', 'Torch Song', 'Marked Woman', 'Dangerous', 'Trog', 'The Last of Mrs. Cheyney', 'Autumn Leaves', 'The Private Lives of Elizabeth and Essex', 'Sudden Fear', 'All About Eve', 'Paid', 'The Bride Came C.O.D.', "A Woman's Face", 'Possessed', 'Jezebel', 'Johnny Guitar', 'Queen Bee', 'The Man Who Came to Dinner', 'Satan Met a Lady', 'The Unknown', 'The Watcher in the Woods', 'The Gorgeous Hussy', 'Forsaking All Others', 'Beyond the Forest', 'The Boob', '20,000 Years in Sing Sing', 'Our Modern Maidens', 'The Whales of August', 'The Letter', 'Strange Cargo', 'Return from Witch Mountain', 'This Woman Is Dangerous']]
Predicted Ans:    Torch Song
Predicted Path:   What Ever Happened to Baby Jane? --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song
Path (Raw):       What Ever Happened to Baby Jane? --[starred_actors]--> Joan Crawford --[No Operation]--> Joan Crawford --[(INV) starred_actors]--> Torch Song
Neg LogProb(↓):   1.825168
Path Entropy(↓):  3.024987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with elodie bouchez
Start Entity:     Élodie Bouchez
Gold Answer:      [['Robin Wright']]
Predicted Ans:    Robin Wright
Predicted Path:   Élodie Bouchez --[(INV) starred_actors]--> Sorry, Haters --[starred_actors]--> Robin Wright
Path (Raw):       Élodie Bouchez --[No Operation]--> Élodie Bouchez --[(INV) starred_actors]--> Sorry, Haters --[starred_actors]--> Robin Wright
Neg LogProb(↓):   0.115827
Path Entropy(↓):  0.350933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film higher ground
Start Entity:     Higher Ground
Gold Answer:      [['David Dobkin', 'Debra Granik', 'George Ratliff', 'Adam Rodgers', 'Nae Caranfil', 'Glenn German', 'Greg Pritikin', 'Ben Ripley', 'Mark Poirier']]
Predicted Ans:    Greg Pritikin
Predicted Path:   Higher Ground --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Dummy --[written_by]--> Greg Pritikin
Path (Raw):       Higher Ground --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Dummy --[written_by]--> Greg Pritikin
Neg LogProb(↓):   0.112799
Path Entropy(↓):  0.374917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film get hard
Start Entity:     Get Hard
Gold Answer:      [['1983', '1998', '1988', '2009', '2008', '2003', '2005', '1989', '2010', '2004', '1996', '2006', '1999', '2014', '1945', '2015', '2012', '2007']]
Predicted Ans:    2008
Predicted Path:   Get Hard --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[release_year]--> 2008
Path (Raw):       Get Hard --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[release_year]--> 2008
Neg LogProb(↓):   1.213169
Path Entropy(↓):  1.920206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is the train robbers
Start Entity:     The Train Robbers
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Train Robbers --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Train Robbers --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.504112
Path Entropy(↓):  3.263336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie hillsborough
Start Entity:     Hillsborough
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hillsborough --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Hillsborough --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.238588
Path Entropy(↓):  4.484970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film march or die were released in which years
Start Entity:     March or Die
Gold Answer:      [['1975']]
Predicted Ans:    1977
Predicted Path:   March or Die --[directed_by]--> Dick Richards --[(INV) directed_by]--> March or Die --[release_year]--> 1977
Path (Raw):       March or Die --[directed_by]--> Dick Richards --[(INV) directed_by]--> March or Die --[release_year]--> 1977
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are movie co - writers of arlene davidson
Start Entity:     Arlene Davidson
Gold Answer:      [['Martin Davidson']]
Predicted Ans:    Arlene Davidson
Predicted Path:   Arlene Davidson --[(INV) written_by]--> Eddie and the Cruisers --[written_by]--> Arlene Davidson
Path (Raw):       Arlene Davidson --[No Operation]--> Arlene Davidson --[(INV) written_by]--> Eddie and the Cruisers --[written_by]--> Arlene Davidson
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in the day lincoln was shot also appears in which films
Start Entity:     The Day Lincoln Was Shot
Gold Answer:      [["Man's Best Friend", 'Quiz Show', 'Survival Quest', 'No Escape', 'Maze', 'The Horror Show', 'The Thin Blue Lie', 'Alone in the Dark II', 'Last Dance', 'Dead Man', 'Powder', 'Private Resort', 'Prairie Fever', 'The Nature of the Beast', 'Hard Target']]
Predicted Ans:    Lance Henriksen
Predicted Path:   The Day Lincoln Was Shot --[starred_actors]--> Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast --[starred_actors]--> Lance Henriksen
Path (Raw):       The Day Lincoln Was Shot --[starred_actors]--> Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast --[starred_actors]--> Lance Henriksen
Neg LogProb(↓):   0.986246
Path Entropy(↓):  1.616732
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film the master of ballantrae
Start Entity:     The Master of Ballantrae
Gold Answer:      [['Seton I. Miller', 'Rowland Leigh', 'Alfred Lord Tennyson', 'Michael Jacoby', 'Helen Deutsch', 'John Boland', 'Ernest Hemingway', 'Casey Robinson', 'Rafael Sabatini', 'Romain Gary', 'Emeric Pressburger', 'Peter Viertel', 'John Monk Saunders', 'Jon Hoeber', 'Erich Hoeber', 'George Oppenheimer', 'Herbert Dalmas', 'Richard Schayer', 'Maxwell Anderson', 'Norman Reilly Raine', 'Michael Powell', 'Bryan Forbes', 'Mark Twain', 'Robert Rossen', 'William Woods', 'Harry Kurnitz', 'Wally Kline', 'Æneas MacKenzie', 'Alan Le May', 'Leon Gordon', 'John Galsworthy', 'Margaret Kennedy', 'Marjorie Carleton', 'Robert Buckner', 'Howard Koch', 'James J. Corbett', 'Howard Hawks']]
Predicted Ans:    John Monk Saunders
Predicted Path:   The Master of Ballantrae --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> John Monk Saunders
Path (Raw):       The Master of Ballantrae --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> John Monk Saunders
Neg LogProb(↓):   0.983365
Path Entropy(↓):  1.890998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of toni
Start Entity:     Toni
Gold Answer:      [['1939', '1956', '1954', '2001', '1951', '1959', '1936', '1952', '1938', '1947', '1945', '1937', '1984', '1931']]
Predicted Ans:    1938
Predicted Path:   Toni --[written_by]--> Jean Renoir --[(INV) written_by]--> La Bête Humaine --[release_year]--> 1938
Path (Raw):       Toni --[written_by]--> Jean Renoir --[(INV) written_by]--> La Bête Humaine --[release_year]--> 1938
Neg LogProb(↓):   0.256460
Path Entropy(↓):  0.688796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie code of silence are written by who
Start Entity:     Code of Silence
Gold Answer:      [['William Friedkin', 'Dan Greenburg', 'Andrew Davis', 'Graham Greene', 'Frederick Knott', 'Patrick Smith Kelly', 'Steven Seagal', 'Roy Huggins']]
Predicted Ans:    Graham Greene
Predicted Path:   Code of Silence --[directed_by]--> Andrew Davis --[(INV) directed_by]--> The Fugitive --[written_by]--> Graham Greene
Path (Raw):       Code of Silence --[directed_by]--> Andrew Davis --[(INV) directed_by]--> The Fugitive --[written_by]--> Graham Greene
Neg LogProb(↓):   0.567171
Path Entropy(↓):  1.052223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the naked face actors
Start Entity:     The Naked Face
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Naked Face --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[has_genre]--> Comedy
Path (Raw):       The Naked Face --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[has_genre]--> Comedy
Neg LogProb(↓):   1.143183
Path Entropy(↓):  1.915736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film billy the kid versus dracula were in which languages
Start Entity:     Billy the Kid Versus Dracula
Gold Answer:      [['English']]
Predicted Ans:    Comedy
Predicted Path:   Billy the Kid Versus Dracula --[directed_by]--> William Beaudine --[(INV) directed_by]--> Adventures of Kitty O'Day --[has_genre]--> Comedy
Path (Raw):       Billy the Kid Versus Dracula --[directed_by]--> William Beaudine --[(INV) directed_by]--> Adventures of Kitty O'Day --[has_genre]--> Comedy
Neg LogProb(↓):   0.090222
Path Entropy(↓):  0.376699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by karen carlson were directed by who
Start Entity:     Karen Carlson
Gold Answer:      [['Eric Karson']]
Predicted Ans:    Eric Karson
Predicted Path:   Karen Carlson --[(INV) starred_actors]--> The Octagon --[directed_by]--> Eric Karson
Path (Raw):       Karen Carlson --[No Operation]--> Karen Carlson --[(INV) starred_actors]--> The Octagon --[directed_by]--> Eric Karson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in la cucaracha
Start Entity:     La Cucaracha
Gold Answer:      [['Jon Gunn', 'Melissa Painter', "Declan O'Brien", 'Robert Benton', 'Alan Rudolph', 'Stuart Rosenberg', 'Phil Joanou', 'Brian Grant', 'Bob Fosse', 'Larry Cohen', 'Kevin Tenney', 'Victor Salva']]
Predicted Ans:    Victor Salva
Predicted Path:   La Cucaracha --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Path (Raw):       La Cucaracha --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Neg LogProb(↓):   0.157625
Path Entropy(↓):  0.518523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the undercover man
Start Entity:     The Undercover Man
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Undercover Man --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Undercover Man --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.312256
Path Entropy(↓):  4.674373
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of bicentennial man starred who
Start Entity:     Bicentennial Man
Gold Answer:      [['Sally Field', 'John Candy', 'David Keith', 'Julianne Moore', 'Tuesday Weld', 'Robin Williams', 'Paul Rust', 'Anthony Rapp', 'Tom Arnold', 'Maia Brewton', 'Julia Roberts', 'Keith Coogan', 'Ally Sheedy', 'Elisabeth Shue', 'Daniel Radcliffe', 'Emma Watson', 'Rupert Grint', 'Susan Sarandon', 'Hayden Panettiere', 'Ed Harris', 'Joan Cusack', 'Hugh Grant', "Maureen O'Hara", 'Joe Pesci', 'Macaulay Culkin', 'John Heard', 'Daniel Stern']]
Predicted Ans:    Robin Williams
Predicted Path:   Bicentennial Man --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[starred_actors]--> Robin Williams
Path (Raw):       Bicentennial Man --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.500119
Path Entropy(↓):  1.066990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the cheyenne social club
Start Entity:     The Cheyenne Social Club
Gold Answer:      [['Fred Astaire', 'Mickey Rooney', 'Ann Miller', 'Betty Garrett', 'Michael Crawford', "Donald O'Connor", 'Barbara Laage', 'Bobby Clark', 'Cyd Charisse', 'Michael Redgrave', 'Doris Day', 'Jackie Gleason', 'Dan Dailey', 'Debbie Reynolds', 'Dolores Gray', 'Walter Matthau', 'Jean Hagen', 'Gene Kelly', 'Marianne McAndrew', 'Frank Sinatra', 'Inger Stevens', 'Barbra Streisand']]
Predicted Ans:    Gene Kelly
Predicted Path:   The Cheyenne Social Club --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather --[starred_actors]--> Gene Kelly
Path (Raw):       The Cheyenne Social Club --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.435721
Path Entropy(↓):  1.319261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film rosewood
Start Entity:     Rosewood
Gold Answer:      [['Walter Hill', 'Rúnar Rúnarsson', 'Steve Martin', 'Frederick Forsyth', 'N. Richard Nash', 'Waldo Salt', 'James Leo Herlihy', 'Paul Haggis', 'Keir Pearson', 'Pat Conroy', 'Al Schwartz', 'James Dickey', 'Mike Binder', 'Walter Mosley', 'Jeffrey Nachmanoff', 'James Carabatsos', 'Edward Bunker', 'Djordje Milicevic', 'Lois Duncan', 'Pippa Scott', 'Adam Hochschild', 'Warren Ellis', 'Drew Pearce', 'Louis Sachar', 'Nancy Dowd', 'Jeff Lowell', 'Niels Mueller', 'Carl Hiaasen', 'Eugene Corr', 'Friedrich Dürrenmatt', 'Tony Giglio', 'Joe Connelly', 'Justin Theroux', 'Michael Jackson', 'David Marconi', "Gavin O'Connor", 'Robert C. Jones', 'Gregg Maxwell Parker', 'Francis Ford Coppola', 'Patricia Hearst', 'John Grisham', 'Alvin Moscow', 'Jon Voight', 'Sean Finegan', 'John Thomas', 'Graham Yost', 'Maximilian Schell', 'George A. Romero', 'David Cronenberg', 'Andrew Bergman', 'Paul Schrader', 'Keoni Waxman', 'Shane Black', 'Jim Thomas', 'Paul Zindel', 'James Gunn', 'Billy Ray', 'Leonard Praskins', 'Wanda Tuchock', 'Terry George', 'Mark McCorkle', 'Carl Franklin', 'Akira Kurosawa', 'Frances Marion', 'Jerome Armstrong']]
Predicted Ans:    Adam Hochschild
Predicted Path:   Rosewood --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[written_by]--> Adam Hochschild
Path (Raw):       Rosewood --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[written_by]--> Adam Hochschild
Neg LogProb(↓):   0.170355
Path Entropy(↓):  0.606973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of come drink with me
Start Entity:     Come Drink with Me
Gold Answer:      [['A Touch of Zen']]
Predicted Ans:    Come Drink with Me
Predicted Path:   Come Drink with Me --[written_by]--> King Hu --[(INV) written_by]--> Come Drink with Me
Path (Raw):       Come Drink with Me --[written_by]--> King Hu --[(INV) written_by]--> Come Drink with Me --[No Operation]--> Come Drink with Me
Neg LogProb(↓):   0.020426
Path Entropy(↓):  0.113444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of the death of mr. lazarescu
Start Entity:     The Death of Mr. Lazarescu
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Death of Mr. Lazarescu --[written_by]--> Cristi Puiu --[(INV) written_by]--> The Death of Mr. Lazarescu --[has_genre]--> Comedy
Path (Raw):       The Death of Mr. Lazarescu --[written_by]--> Cristi Puiu --[(INV) written_by]--> The Death of Mr. Lazarescu --[has_genre]--> Comedy
Neg LogProb(↓):   0.815780
Path Entropy(↓):  0.692508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of brad renfro starred movies
Start Entity:     Brad Renfro
Gold Answer:      [['Scott Kalvert', 'Peter Hewitt', 'Larry Clark', 'Bryan Singer', 'Lee Hirsch']]
Predicted Ans:    Peter Hewitt
Predicted Path:   Brad Renfro --[(INV) starred_actors]--> Tom and Huck --[directed_by]--> Peter Hewitt
Path (Raw):       Brad Renfro --[No Operation]--> Brad Renfro --[(INV) starred_actors]--> Tom and Huck --[directed_by]--> Peter Hewitt
Neg LogProb(↓):   0.214670
Path Entropy(↓):  0.713048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film the living desert
Start Entity:     The Living Desert
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   The Living Desert --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       The Living Desert --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   1.978299
Path Entropy(↓):  3.329675
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the troma's war director
Start Entity:     Troma's War
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Troma's War --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet --[has_genre]--> Comedy
Path (Raw):       Troma's War --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet --[has_genre]--> Comedy
Neg LogProb(↓):   0.003806
Path Entropy(↓):  0.027693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter wallace markfield co - wrote movies with who
Start Entity:     Wallace Markfield
Gold Answer:      [['Herbert Sargent']]
Predicted Ans:    Wallace Markfield
Predicted Path:   Wallace Markfield --[(INV) written_by]--> Bye Bye Braverman --[written_by]--> Wallace Markfield
Path (Raw):       Wallace Markfield --[No Operation]--> Wallace Markfield --[(INV) written_by]--> Bye Bye Braverman --[written_by]--> Wallace Markfield
Neg LogProb(↓):   0.000970
Path Entropy(↓):  0.007696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in walk the line
Start Entity:     Walk the Line
Gold Answer:      [['Philip Kaufman', 'Gregor Jordan', 'James Foley', 'Joseph Ruben', 'Matthew Bright', 'James Yukich', 'Paul Thomas Anderson', 'Alexander Payne', 'Thomas Vinterberg', 'Philippe Falardeau', 'James Gray', 'James L. Brooks', 'Rowdy Herrington', 'Ridley Scott', 'Peter Ettinger', 'Gus Van Sant', 'Casey Affleck', 'Shaun Monson', "Rockne S. O'Bannon", 'Spike Jonze', 'Andy Tennant', 'Jefery Levy', 'Robert Luketic', 'Robert Benton', 'Gavin Hood', 'Atom Egoyan', 'Jeff Nichols', 'Robert Mulligan', 'Francis Lawrence', 'David Dobkin', 'Johnnie To', 'Robert Lieberman', 'McG', 'Catherine Hardwicke', 'R.W. Goodwin', 'Luke Greenfield', 'John Bonito', 'M. Night Shyamalan', 'Seth Gordon', "Pat O'Connor", 'Jason Bloom', 'Jay Russell', 'Terry George', 'Gabriel Bologna', 'Gary Ross']]
Predicted Ans:    Johnnie To
Predicted Path:   Walk the Line --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Path (Raw):       Walk the Line --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Neg LogProb(↓):   1.063586
Path Entropy(↓):  1.435296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of manhunter
Start Entity:     Manhunter
Gold Answer:      [['1983', '1995', '2009', '2007', '1972', '2001', '1960', '1992', '1991', '1920', '2006', '1936', '1999', '2002', '1979', '1981', '1977']]
Predicted Ans:    1999
Predicted Path:   Manhunter --[written_by]--> Michael Mann --[(INV) written_by]--> The Insider --[release_year]--> 1999
Path (Raw):       Manhunter --[written_by]--> Michael Mann --[(INV) written_by]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.270938
Path Entropy(↓):  2.025411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with night flight fall under
Start Entity:     Night Flight
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Night Flight --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       Night Flight --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   0.824331
Path Entropy(↓):  1.147501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did richard rayner write
Start Entity:     Richard Rayner
Gold Answer:      [['L.A. Without a Map']]
Predicted Ans:    The House of Branching Love
Predicted Path:   Richard Rayner --[(INV) written_by]--> L.A. Without a Map --[written_by]--> Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love
Path (Raw):       Richard Rayner --[(INV) written_by]--> L.A. Without a Map --[written_by]--> Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love
Neg LogProb(↓):   0.044017
Path Entropy(↓):  0.178495
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie mobius starred who
Start Entity:     Möbius
Gold Answer:      [['Cécile De France', 'Jean Dujardin']]
Predicted Ans:    Jean Dujardin
Predicted Path:   Möbius --[starred_actors]--> Jean Dujardin --[(INV) starred_actors]--> The Clink of Ice --[starred_actors]--> Jean Dujardin
Path (Raw):       Möbius --[starred_actors]--> Jean Dujardin --[(INV) starred_actors]--> The Clink of Ice --[starred_actors]--> Jean Dujardin
Neg LogProb(↓):   0.201632
Path Entropy(↓):  0.482966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by tsutomu yamazaki
Start Entity:     Tsutomu Yamazaki
Gold Answer:      [['Drama', 'Western', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Tsutomu Yamazaki --[(INV) starred_actors]--> The Funeral --[has_genre]--> Comedy
Path (Raw):       Tsutomu Yamazaki --[No Operation]--> Tsutomu Yamazaki --[(INV) starred_actors]--> The Funeral --[has_genre]--> Comedy
Neg LogProb(↓):   0.382549
Path Entropy(↓):  0.690739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film tristana
Start Entity:     Tristana
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Tristana --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Tristana --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.410712
Path Entropy(↓):  2.129727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote pathfinder
Start Entity:     Pathfinder
Gold Answer:      [['Nils Gaup']]
Predicted Ans:    Nils Gaup
Predicted Path:   Pathfinder --[written_by]--> Nils Gaup --[(INV) written_by]--> Pathfinder --[written_by]--> Nils Gaup
Path (Raw):       Pathfinder --[written_by]--> Nils Gaup --[(INV) written_by]--> Pathfinder --[written_by]--> Nils Gaup
Neg LogProb(↓):   2.079578
Path Entropy(↓):  2.080701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jason clarke star in
Start Entity:     Jason Clarke
Gold Answer:      [['Zero Dark Thirty', 'Lawless', 'Dawn of the Planet of the Apes', 'White House Down']]
Predicted Ans:    Bait
Predicted Path:   Jason Clarke --[(INV) starred_actors]--> White House Down --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Bait
Path (Raw):       Jason Clarke --[(INV) starred_actors]--> White House Down --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Bait
Neg LogProb(↓):   0.260525
Path Entropy(↓):  0.776245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the third wave
Start Entity:     The Third Wave
Gold Answer:      [['Anders Nilsson']]
Predicted Ans:    Anders Nilsson
Predicted Path:   The Third Wave --[written_by]--> Anders Nilsson --[(INV) written_by]--> Executive Protection --[written_by]--> Anders Nilsson
Path (Raw):       The Third Wave --[written_by]--> Anders Nilsson --[(INV) written_by]--> Executive Protection --[written_by]--> Anders Nilsson
Neg LogProb(↓):   0.270086
Path Entropy(↓):  0.599660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by tim whelan
Start Entity:     Tim Whelan
Gold Answer:      [['Ian Dalrymple', 'Arthur Wimperis', 'Gilbert Wakefield']]
Predicted Ans:    Michael Powell
Predicted Path:   Tim Whelan --[(INV) directed_by]--> The Thief of Bagdad --[directed_by]--> Michael Powell
Path (Raw):       Tim Whelan --[No Operation]--> Tim Whelan --[(INV) directed_by]--> The Thief of Bagdad --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.423458
Path Entropy(↓):  0.743149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies starred by anne gauthier released
Start Entity:     Anne Gauthier
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Anne Gauthier --[(INV) starred_actors]--> Darkest Night --[release_year]--> 2012
Path (Raw):       Anne Gauthier --[No Operation]--> Anne Gauthier --[(INV) starred_actors]--> Darkest Night --[release_year]--> 2012
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe barry munday
Start Entity:     Barry Munday
Gold Answer:      [['judy greer', 'patrick wilson']]
Predicted Ans:    judy greer
Predicted Path:   Barry Munday --[has_tags]--> judy greer --[(INV) has_tags]--> Barry Munday --[has_tags]--> judy greer
Path (Raw):       Barry Munday --[has_tags]--> judy greer --[(INV) has_tags]--> Barry Munday --[has_tags]--> judy greer
Neg LogProb(↓):   0.395402
Path Entropy(↓):  0.978807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is whity in
Start Entity:     Whity
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Whity --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Whity --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.461110
Path Entropy(↓):  1.428735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the we live again director
Start Entity:     We Live Again
Gold Answer:      [['Johnston McCulley', 'Dashiell Hammett', 'Waldemar Young', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Leueen MacGrath', 'Abe Burrows', "George O'Neil", 'Vicente Blasco Ibáñez', 'Melchior Lengyel', 'Léopold Marchand', 'Paul Armont', 'Langdon Mitchell', 'William Makepeace Thackeray', 'Francis Edward Faragoh', 'Clara Beranger', 'Oscar Hammerstein II', 'George S. Kaufman', 'George Marion Jr.', 'John Lee Mahin']]
Predicted Ans:    Oscar Hammerstein II
Predicted Path:   We Live Again --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[written_by]--> Oscar Hammerstein II
Path (Raw):       We Live Again --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[written_by]--> Oscar Hammerstein II
Neg LogProb(↓):   1.403850
Path Entropy(↓):  0.683104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the badlanders
Start Entity:     The Badlanders
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action']]
Predicted Ans:    Western
Predicted Path:   The Badlanders --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal --[has_genre]--> Western
Path (Raw):       The Badlanders --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal --[has_genre]--> Western
Neg LogProb(↓):   0.719005
Path Entropy(↓):  1.367087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by george sluizer
Start Entity:     George Sluizer
Gold Answer:      [['Kiefer Sutherland', 'Nancy Travis', 'Jeff Bridges']]
Predicted Ans:    Kiefer Sutherland
Predicted Path:   George Sluizer --[(INV) written_by]--> The Vanishing --[starred_actors]--> Kiefer Sutherland
Path (Raw):       George Sluizer --[No Operation]--> George Sluizer --[(INV) written_by]--> The Vanishing --[starred_actors]--> Kiefer Sutherland
Neg LogProb(↓):   0.330825
Path Entropy(↓):  0.607545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in people like us
Start Entity:     People Like Us
Gold Answer:      [['William Dieterle', 'David Hollander', 'Steve Hickner', 'Stephen Frears', 'Jessie Nelson', 'Michael Pressman', 'Mike Nichols', 'Paul Haggis', 'Martin Scorsese', 'Luc Besson', 'Robert Towne', 'Peter Ramsey', 'Michael Hoffman', 'John Landis', 'Tony Scott', 'Donald Petrie', 'Alan Alda', 'Richard Donner', 'Bernie Goldmann', 'Brenda Chapman', 'Steven Brill', 'Jocelyn Moorhouse', 'Randall Miller', 'Ettore Scola', 'David Carson', 'Frederick De Cordova', 'Simon Wells', 'Max Reinhardt', 'James Keach', 'Steve Kloves', 'Melisa Wallack', 'Kevin Smith', 'Christopher Miller', 'Phil Lord', 'George Miller', 'David Pastor', 'Ulu Grosbard', 'Robert Zemeckis', 'Amy Heckerling', 'Garry Marshall', 'Philip Moeller', 'Fred Schepisi', 'McG', 'John N. Smith', 'Tim Burton', 'Peter Hall', 'Jonathan Kaplan', 'Patricia Birch', 'Brian De Palma', 'Rob Reiner', 'Howard Hawks', 'Richard Rosson']]
Predicted Ans:    Donald Petrie
Predicted Path:   People Like Us --[starred_actors]--> Chris Pine --[(INV) starred_actors]--> Just My Luck --[directed_by]--> Donald Petrie
Path (Raw):       People Like Us --[starred_actors]--> Chris Pine --[(INV) starred_actors]--> Just My Luck --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.229224
Path Entropy(↓):  0.675144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in tiny furniture also appears in which movies
Start Entity:     Tiny Furniture
Gold Answer:      [['Happy Christmas']]
Predicted Ans:    Mark Webber
Predicted Path:   Tiny Furniture --[starred_actors]--> Lena Dunham --[(INV) starred_actors]--> Happy Christmas --[starred_actors]--> Mark Webber
Path (Raw):       Tiny Furniture --[starred_actors]--> Lena Dunham --[(INV) starred_actors]--> Happy Christmas --[starred_actors]--> Mark Webber
Neg LogProb(↓):   0.024508
Path Entropy(↓):  0.139310
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did rene daalder write
Start Entity:     Rene Daalder
Gold Answer:      [['Massacre at Central High']]
Predicted Ans:    Massacre at Central High
Predicted Path:   Rene Daalder --[(INV) written_by]--> Massacre at Central High --[written_by]--> Rene Daalder --[(INV) written_by]--> Massacre at Central High
Path (Raw):       Rene Daalder --[(INV) written_by]--> Massacre at Central High --[written_by]--> Rene Daalder --[(INV) written_by]--> Massacre at Central High
Neg LogProb(↓):   0.003126
Path Entropy(↓):  0.021476
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with jeffrey m. rosenbaum
Start Entity:     Jeffrey M. Rosenbaum
Gold Answer:      [['Robert Gosnell', 'Norman Aladjem']]
Predicted Ans:    Jeffrey M. Rosenbaum
Predicted Path:   Jeffrey M. Rosenbaum --[(INV) written_by]--> Firewalker --[written_by]--> Jeffrey M. Rosenbaum
Path (Raw):       Jeffrey M. Rosenbaum --[No Operation]--> Jeffrey M. Rosenbaum --[(INV) written_by]--> Firewalker --[written_by]--> Jeffrey M. Rosenbaum
Neg LogProb(↓):   0.632466
Path Entropy(↓):  1.006614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films written by jeffrey kramer
Start Entity:     Jeffrey Kramer
Gold Answer:      [['Bruce Dern', 'Barbara Feldon']]
Predicted Ans:    Bruce Dern
Predicted Path:   Jeffrey Kramer --[(INV) written_by]--> Smile --[starred_actors]--> Bruce Dern
Path (Raw):       Jeffrey Kramer --[No Operation]--> Jeffrey Kramer --[(INV) written_by]--> Smile --[starred_actors]--> Bruce Dern
Neg LogProb(↓):   0.001861
Path Entropy(↓):  0.013562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film topper takes a trip
Start Entity:     Topper Takes a Trip
Gold Answer:      [['1949', '1950', '2004', '1938', '1985', '1932', '1945', '1935', '1941', '1937', '1930']]
Predicted Ans:    1985
Predicted Path:   Topper Takes a Trip --[starred_actors]--> Roland Young --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Path (Raw):       Topper Takes a Trip --[starred_actors]--> Roland Young --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Neg LogProb(↓):   1.168183
Path Entropy(↓):  2.119955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by jane campion
Start Entity:     Jane Campion
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jane Campion --[(INV) directed_by]--> In the Cut --[in_language]--> English
Path (Raw):       Jane Campion --[No Operation]--> Jane Campion --[(INV) directed_by]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   0.128113
Path Entropy(↓):  0.367416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in high sierra also appears in which films
Start Entity:     High Sierra
Gold Answer:      [['They Drive by Night', 'Battle Circus', 'Tokyo Joe', 'The Caine Mutiny', 'The Amazing Dr. Clitterhouse', 'The Man I Love', 'Sabrina', 'Private Hell 36', 'The Bigamist', 'To Have and Have Not', 'San Quentin', 'Knock on Any Door', 'Sahara', 'The African Queen', 'Dead End', 'Virginia City', 'Ladies in Retirement', 'The Barefoot Contessa', 'Key Largo', "The Devil's Rain", 'Marked Woman', 'The Return of Doctor X', 'The Sea Wolf', 'The Big Knife', 'Road House', 'Dark Victory', 'On Dangerous Ground', 'The Left Hand of God', 'Up the River', 'Across the Pacific', 'Sirocco', 'Kid Galahad', 'Out of the Fog', 'Stand-In', 'Lust for Gold', 'The Oklahoma Kid', 'The Maltese Falcon', 'Action in the North Atlantic', 'Black Legion', 'In a Lonely Place', 'Dead Reckoning', 'Moontide', 'Beat the Devil', 'The Lone Wolf Spy Hunt', 'Conflict', 'The Treasure of the Sierra Madre', 'Invisible Stripes', 'The Enforcer', 'Passage to Marseille', 'Chain Lightning', 'The Harder They Fall', 'Escape Me Never', 'The Two Mrs. Carrolls', 'All Through the Night', 'Bullets or Ballots', 'The Desperate Hours', 'Casablanca', 'The Big Sleep', 'Brother Orchid', 'Dark Passage', 'Junior Bonner', "We're No Angels", 'The Roaring Twenties', 'Angels with Dirty Faces']]
Predicted Ans:    Sabrina
Predicted Path:   High Sierra --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Path (Raw):       High Sierra --[starred_actors]--> Humphrey Bogart --[No Operation]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   1.175465
Path Entropy(↓):  2.117036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote devil's pond
Start Entity:     Devil's Pond
Gold Answer:      [['Mora Stephens', 'Joel Viertel']]
Predicted Ans:    Mora Stephens
Predicted Path:   Devil's Pond --[written_by]--> Mora Stephens --[(INV) written_by]--> Devil's Pond --[written_by]--> Mora Stephens
Path (Raw):       Devil's Pond --[written_by]--> Mora Stephens --[(INV) written_by]--> Devil's Pond --[written_by]--> Mora Stephens
Neg LogProb(↓):   0.025124
Path Entropy(↓):  0.116847
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by constance collier
Start Entity:     Constance Collier
Gold Answer:      [['Henry Hathaway']]
Predicted Ans:    Henry Hathaway
Predicted Path:   Constance Collier --[(INV) written_by]--> Peter Ibbetson --[directed_by]--> Henry Hathaway
Path (Raw):       Constance Collier --[No Operation]--> Constance Collier --[(INV) written_by]--> Peter Ibbetson --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film desperate measures are written by who
Start Entity:     Desperate Measures
Gold Answer:      [['Bruce Joel Rubin', 'Barbara Wilson', 'Jon Krakauer', 'Jag Mundhra', 'Ryan Murphy', 'Jon Connolly', 'Daniel Pyne', 'David Loucka', 'Dagur Kári', 'Michael Mann', 'Christopher Hitchens', 'Augusten Burroughs', 'Sean Penn', 'Bernie Kukoff', 'Jeff Harris', 'Michael Cooney', 'Kate Kondell', "Jerry O'Connell", 'Daniel Waters', 'Robert Ludlum', 'Nick Perry', 'Aric Avelino', 'Steven Bagatourian', 'Don DeLillo', 'Rupert Wyatt', 'Tony Gilroy', 'Mats Wahl', 'Thomas Harris', 'Robert Wiener', 'Michael Miner', 'Jessica Bendinger', 'Bob Kane', 'Warren Skaaren', 'Sam Hamm', 'Alan Jacobs', 'Homer', 'Frank Darabont', 'Stephen King', 'Lee David Zlotoff', 'Heywood Gould', 'John Hughes', 'Edward Neumeier', 'Jonathan English', 'Stephen McDool', 'Erick Kastel', 'David Benioff']]
Predicted Ans:    Robert Ludlum
Predicted Path:   Desperate Measures --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Robert Ludlum
Path (Raw):       Desperate Measures --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Robert Ludlum
Neg LogProb(↓):   0.386381
Path Entropy(↓):  0.924799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor rosemarie stevenson acted together with who
Start Entity:     Rosemarie Stevenson
Gold Answer:      [['Gary Lewis', 'Douglas Henshall']]
Predicted Ans:    Gary Lewis
Predicted Path:   Rosemarie Stevenson --[(INV) starred_actors]--> Orphans --[starred_actors]--> Gary Lewis
Path (Raw):       Rosemarie Stevenson --[No Operation]--> Rosemarie Stevenson --[(INV) starred_actors]--> Orphans --[starred_actors]--> Gary Lewis
Neg LogProb(↓):   0.808287
Path Entropy(↓):  1.077680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the brown bunny also directed which movies
Start Entity:     The Brown Bunny
Gold Answer:      [["Buffalo '66"]]
Predicted Ans:    Buffalo '66
Predicted Path:   The Brown Bunny --[directed_by]--> Vincent Gallo --[(INV) directed_by]--> Buffalo '66
Path (Raw):       The Brown Bunny --[directed_by]--> Vincent Gallo --[(INV) directed_by]--> Buffalo '66 --[No Operation]--> Buffalo '66
Neg LogProb(↓):   0.225148
Path Entropy(↓):  0.502619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of talk to her
Start Entity:     Talk to Her
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Talk to Her --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Path (Raw):       Talk to Her --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Neg LogProb(↓):   0.276500
Path Entropy(↓):  0.597598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by providence actors release
Start Entity:     Providence
Gold Answer:      [['1980', '1970', '2008', '1959', '1936', '2006', '1967', '1935', '1979', '1974', '1984', '2007', '1963', '1957', '1951', '1982', '1973', '1953', '2014', '1994', '1995', '1976', '1972', '1971', '1996', '1981', '1961', '2011', '1955', '1988', '1978', '1964', '2000', '2005', '1991', '1965', '1945', '1987', '1958']]
Predicted Ans:    1965
Predicted Path:   Providence --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[release_year]--> 1965
Path (Raw):       Providence --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[release_year]--> 1965
Neg LogProb(↓):   0.652575
Path Entropy(↓):  1.326812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by conrad richter
Start Entity:     Conrad Richter
Gold Answer:      [['The Sea of Grass']]
Predicted Ans:    The Sea of Grass
Predicted Path:   Conrad Richter --[(INV) written_by]--> The Sea of Grass --[written_by]--> Conrad Richter --[(INV) written_by]--> The Sea of Grass
Path (Raw):       Conrad Richter --[(INV) written_by]--> The Sea of Grass --[written_by]--> Conrad Richter --[(INV) written_by]--> The Sea of Grass
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did walter kirn write
Start Entity:     Walter Kirn
Gold Answer:      [['Up in the Air', 'Thumbsucker']]
Predicted Ans:    Thumbsucker
Predicted Path:   Walter Kirn --[(INV) written_by]--> Thumbsucker --[written_by]--> Mike Mills --[(INV) written_by]--> Thumbsucker
Path (Raw):       Walter Kirn --[(INV) written_by]--> Thumbsucker --[written_by]--> Mike Mills --[(INV) written_by]--> Thumbsucker
Neg LogProb(↓):   0.001161
Path Entropy(↓):  0.009477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film in country
Start Entity:     In Country
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2015', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1997
Predicted Path:   In Country --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       In Country --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   0.394649
Path Entropy(↓):  1.236261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of evening
Start Entity:     Evening
Gold Answer:      [['Meryl Streep', 'Nicole Kidman', 'Ed Harris', 'Joseph Fiennes', 'Sinéad Cusack', 'Julianne Moore']]
Predicted Ans:    Joseph Fiennes
Predicted Path:   Evening --[written_by]--> Susan Minot --[(INV) written_by]--> Stealing Beauty --[starred_actors]--> Joseph Fiennes
Path (Raw):       Evening --[written_by]--> Susan Minot --[(INV) written_by]--> Stealing Beauty --[starred_actors]--> Joseph Fiennes
Neg LogProb(↓):   0.652350
Path Entropy(↓):  0.694931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about nick castle
Start Entity:     nick castle
Gold Answer:      [['Dennis the Menace', 'The Boy Who Could Fly']]
Predicted Ans:    The Boy Who Could Fly
Predicted Path:   nick castle --[(INV) has_tags]--> The Boy Who Could Fly --[has_tags]--> nick castle --[(INV) has_tags]--> The Boy Who Could Fly
Path (Raw):       nick castle --[(INV) has_tags]--> The Boy Who Could Fly --[has_tags]--> nick castle --[(INV) has_tags]--> The Boy Who Could Fly
Neg LogProb(↓):   0.571050
Path Entropy(↓):  1.119702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by pope joan actors
Start Entity:     Pope Joan
Gold Answer:      [['George Cukor', 'Philipp Stölzl', 'Mike Nichols', 'Taylor Hackford', 'Frank Marshall', 'Martin Scorsese', 'Dan Scanlon', 'John Erman', 'David Silverman', 'Sylvie Verheyde', 'David Caesar', 'Ethan Coen', 'David Byrne', 'Matt Aselton', 'Milcho Manchevski', 'Ben Affleck', 'Jim McBride', 'Gillies MacKinnon', 'David Kendall', 'Harold Becker', 'Bryan Gordon', 'Joe Dante', 'Jonathan Teplitzky', 'Gregory Hoblit', 'Steven Spielberg', 'Luis Mandoki', 'Glenn Jordan', 'Pete Docter', 'Larry Charles', 'Brian Levant', 'Lee Unkrich', 'Joel Coen', 'Zack Snyder', 'Uli Edel', 'Elia Kazan']]
Predicted Ans:    George Cukor
Predicted Path:   Pope Joan --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Path (Raw):       Pope Joan --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Neg LogProb(↓):   0.872665
Path Entropy(↓):  1.795072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of val guest written movies
Start Entity:     Val Guest
Gold Answer:      [['Irving Rapper']]
Predicted Ans:    Nigel Kneale
Predicted Path:   Val Guest --[(INV) directed_by]--> The Quatermass Xperiment --[written_by]--> Nigel Kneale
Path (Raw):       Val Guest --[No Operation]--> Val Guest --[(INV) directed_by]--> The Quatermass Xperiment --[written_by]--> Nigel Kneale
Neg LogProb(↓):   0.211126
Path Entropy(↓):  0.562038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you describe movie g. i. jane in a few words
Start Entity:     G.I. Jane
Gold Answer:      [['ridley scott', 'demi moore']]
Predicted Ans:    ridley scott
Predicted Path:   G.I. Jane --[has_tags]--> ridley scott --[(INV) has_tags]--> Black Rain --[has_tags]--> ridley scott
Path (Raw):       G.I. Jane --[has_tags]--> ridley scott --[(INV) has_tags]--> Black Rain --[has_tags]--> ridley scott
Neg LogProb(↓):   0.384874
Path Entropy(↓):  1.018710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by chuck jones released
Start Entity:     Chuck Jones
Gold Answer:      [['1970', '1956']]
Predicted Ans:    1956
Predicted Path:   Chuck Jones --[(INV) directed_by]--> Broom-Stick Bunny --[release_year]--> 1956
Path (Raw):       Chuck Jones --[No Operation]--> Chuck Jones --[(INV) directed_by]--> Broom-Stick Bunny --[release_year]--> 1956
Neg LogProb(↓):   0.332948
Path Entropy(↓):  0.595944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of a fantastic fear of everything
Start Entity:     A Fantastic Fear of Everything
Gold Answer:      [['Big Nothing', 'Shaun of the Dead', 'Hot Fuzz', 'Hector and the Search for Happiness', 'Paul']]
Predicted Ans:    Hot Fuzz
Predicted Path:   A Fantastic Fear of Everything --[starred_actors]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz
Path (Raw):       A Fantastic Fear of Everything --[No Operation]--> A Fantastic Fear of Everything --[starred_actors]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz
Neg LogProb(↓):   0.720136
Path Entropy(↓):  0.931514
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the witches of eastwick are written by who
Start Entity:     The Witches of Eastwick
Gold Answer:      [['George Miller', 'James McCausland', 'Terry Hayes']]
Predicted Ans:    George Miller
Predicted Path:   The Witches of Eastwick --[directed_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome --[written_by]--> George Miller
Path (Raw):       The Witches of Eastwick --[directed_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome --[written_by]--> George Miller
Neg LogProb(↓):   0.980236
Path Entropy(↓):  1.764807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does nancy travis appear in
Start Entity:     Nancy Travis
Gold Answer:      [['Fluke', 'The Vanishing', 'Greedy', 'So I Married an Axe Murderer']]
Predicted Ans:    Fluke
Predicted Path:   Nancy Travis --[(INV) starred_actors]--> Fluke --[starred_actors]--> Nancy Travis --[(INV) starred_actors]--> Fluke
Path (Raw):       Nancy Travis --[(INV) starred_actors]--> Fluke --[starred_actors]--> Nancy Travis --[(INV) starred_actors]--> Fluke
Neg LogProb(↓):   0.013321
Path Entropy(↓):  0.072063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by edgar g. ulmer
Start Entity:     Edgar G. Ulmer
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Edgar G. Ulmer --[(INV) written_by]--> The Black Cat --[has_genre]--> Horror
Path (Raw):       Edgar G. Ulmer --[No Operation]--> Edgar G. Ulmer --[(INV) written_by]--> The Black Cat --[has_genre]--> Horror
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of wolf creek
Start Entity:     Wolf Creek
Gold Answer:      [['Greg Mclean']]
Predicted Ans:    Greg Mclean
Predicted Path:   Wolf Creek --[directed_by]--> Greg Mclean --[(INV) directed_by]--> Wolf Creek --[directed_by]--> Greg Mclean
Path (Raw):       Wolf Creek --[directed_by]--> Greg Mclean --[(INV) directed_by]--> Wolf Creek --[directed_by]--> Greg Mclean
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the down with love director
Start Entity:     Down with Love
Gold Answer:      [['Jessica Bendinger', 'Jay Lavender', 'Vince Vaughn', 'Nicholas Stoller', 'Jeremy Garelick', 'Andrew Mogel', 'Jarrad Paul', 'Danny Wallace']]
Predicted Ans:    Nicholas Stoller
Predicted Path:   Down with Love --[directed_by]--> Peyton Reed --[(INV) directed_by]--> Yes Man --[written_by]--> Nicholas Stoller
Path (Raw):       Down with Love --[directed_by]--> Peyton Reed --[(INV) directed_by]--> Yes Man --[written_by]--> Nicholas Stoller
Neg LogProb(↓):   0.591087
Path Entropy(↓):  0.950928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with rose troche
Start Entity:     Rose Troche
Gold Answer:      [['Guinevere Turner']]
Predicted Ans:    Rose Troche
Predicted Path:   Rose Troche --[(INV) written_by]--> The Safety of Objects --[written_by]--> Rose Troche
Path (Raw):       Rose Troche --[No Operation]--> Rose Troche --[(INV) written_by]--> The Safety of Objects --[written_by]--> Rose Troche
Neg LogProb(↓):   0.002661
Path Entropy(↓):  0.019795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter angus macphail co - wrote films with who
Start Entity:     Angus MacPhail
Gold Answer:      [['Ben Hecht']]
Predicted Ans:    Ben Hecht
Predicted Path:   Angus MacPhail --[(INV) written_by]--> Spellbound --[written_by]--> Ben Hecht
Path (Raw):       Angus MacPhail --[No Operation]--> Angus MacPhail --[(INV) written_by]--> Spellbound --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.000695
Path Entropy(↓):  0.005855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by robert aldrich
Start Entity:     Robert Aldrich
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Laurene Landon', 'Vicki Frederick', 'Eddie Albert', 'Catherine Deneuve', 'Ernest Borgnine', 'Gary Cooper', 'Harrison Ford', 'Dorothy Malone', 'James Stewart', 'Michael Caine', 'Anita Ekberg', 'Richard Jaeckel', 'Burt Reynolds', 'Cliff Robertson', 'Bruce Davison', 'Joseph Cotten', 'Peter Finch', 'Dean Martin', 'Harry Andrews', 'Ben Johnson', 'Bette Davis', 'Lee Marvin', 'Martine Carol', 'Paul Winfield', 'Wendell Corey', 'Jack Palance', 'Joan Crawford', 'Gene Wilder', 'Ian Bannen', 'Robert Strauss', 'Kim Novak', 'Jeff Chandler', 'Ralph Meeker', 'Denise Darcel', 'Burt Lancaster', 'Ursula Andress', 'Kirk Douglas', 'Jean Hagen', 'Hardy Krüger', 'Charles Bronson', 'Cesar Romero', 'Frank Sinatra', 'Ida Lupino', 'Jim Brown', 'Rock Hudson']]
Predicted Ans:    Joan Crawford
Predicted Path:   Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Joan Crawford
Path (Raw):       Robert Aldrich --[No Operation]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.413664
Path Entropy(↓):  0.883952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the king
Start Entity:     The King
Gold Answer:      [['Philippe Petit', 'Ian Holm']]
Predicted Ans:    James Marsh
Predicted Path:   The King --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer --[directed_by]--> James Marsh
Path (Raw):       The King --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer --[directed_by]--> James Marsh
Neg LogProb(↓):   0.206617
Path Entropy(↓):  0.499929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of donald rice directed movies
Start Entity:     Donald Rice
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Donald Rice --[(INV) directed_by]--> Cheerful Weather for the Wedding --[release_year]--> 2012
Path (Raw):       Donald Rice --[No Operation]--> Donald Rice --[(INV) directed_by]--> Cheerful Weather for the Wedding --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in death wish 3
Start Entity:     Death Wish 3
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Death Wish 3 --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       Death Wish 3 --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film page miss glory starred which actors
Start Entity:     Page Miss Glory
Gold Answer:      [['Dick Powell', 'Marion Davies', "Pat O'Brien"]]
Predicted Ans:    Dick Powell
Predicted Path:   Page Miss Glory --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> The Tall Target --[starred_actors]--> Dick Powell
Path (Raw):       Page Miss Glory --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> The Tall Target --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.242539
Path Entropy(↓):  0.745194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was wee willie winkie written by
Start Entity:     Wee Willie Winkie
Gold Answer:      [['Ernest Pascal', 'Julien Josephson', 'Rudyard Kipling']]
Predicted Ans:    Ernest Pascal
Predicted Path:   Wee Willie Winkie --[written_by]--> Ernest Pascal --[(INV) written_by]--> Wee Willie Winkie --[written_by]--> Ernest Pascal
Path (Raw):       Wee Willie Winkie --[written_by]--> Ernest Pascal --[(INV) written_by]--> Wee Willie Winkie --[written_by]--> Ernest Pascal
Neg LogProb(↓):   0.984154
Path Entropy(↓):  1.673884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film going my way were in which genres
Start Entity:     Going My Way
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Going My Way --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[has_genre]--> Drama
Path (Raw):       Going My Way --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[has_genre]--> Drama
Neg LogProb(↓):   0.190689
Path Entropy(↓):  0.551384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by victor fleming
Start Entity:     Victor Fleming
Gold Answer:      [['1939', '1948', '1933', '1942', '2004', '1920', '1938', '1926', '1932', '1941', '1937', '1931', '1943']]
Predicted Ans:    1937
Predicted Path:   Victor Fleming --[(INV) directed_by]--> The Good Earth --[release_year]--> 1937
Path (Raw):       Victor Fleming --[No Operation]--> Victor Fleming --[(INV) directed_by]--> The Good Earth --[release_year]--> 1937
Neg LogProb(↓):   1.021680
Path Entropy(↓):  1.934355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of twin falls idaho
Start Entity:     Twin Falls Idaho
Gold Answer:      [['2001', '2006', '2003', '2013']]
Predicted Ans:    2001
Predicted Path:   Twin Falls Idaho --[written_by]--> Mark Polish --[(INV) written_by]--> Jackpot --[release_year]--> 2001
Path (Raw):       Twin Falls Idaho --[written_by]--> Mark Polish --[(INV) written_by]--> Jackpot --[release_year]--> 2001
Neg LogProb(↓):   0.474534
Path Entropy(↓):  0.816636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film eye of god were released in which years
Start Entity:     Eye of God
Gold Answer:      [['1995', '1998', '2000', '2001', '2008', '1992', '2010', '1994', '2011']]
Predicted Ans:    1994
Predicted Path:   Eye of God --[starred_actors]--> Nick Stahl --[(INV) starred_actors]--> Safe Passage --[release_year]--> 1994
Path (Raw):       Eye of God --[starred_actors]--> Nick Stahl --[(INV) starred_actors]--> Safe Passage --[release_year]--> 1994
Neg LogProb(↓):   0.104415
Path Entropy(↓):  0.467623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the sum of us
Start Entity:     The Sum of Us
Gold Answer:      [['1980', '2008', '1992', '1993', '2006', '1935', '2007', '1998', '2009', '2010', '2014', '1995', '2001', '2012', '1922', '2013', '1934', '2000', '1997', '2005', '1991', '1999', '1987', '1958']]
Predicted Ans:    1999
Predicted Path:   The Sum of Us --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       The Sum of Us --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.007195
Path Entropy(↓):  1.956950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by going all the way writers release
Start Entity:     Going All the Way
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Going All the Way --[written_by]--> Dan Wakefield --[(INV) written_by]--> Starting Over --[release_year]--> 1979
Path (Raw):       Going All the Way --[written_by]--> Dan Wakefield --[(INV) written_by]--> Starting Over --[release_year]--> 1979
Neg LogProb(↓):   0.000650
Path Entropy(↓):  0.005418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the seventh seal also wrote movies
Start Entity:     The Seventh Seal
Gold Answer:      [['Faithless', 'Summer Interlude', 'Persona', 'The Magic Flute', 'After the Rehearsal', 'Crisis', 'Smiles of a Summer Night', 'Shame', 'Saraband', 'From the Life of the Marionettes', 'The Silence', 'The Passion of Anna', 'Port of Call', 'The Best Intentions', 'A Lesson in Love', 'All These Women', 'Face to Face', 'Wild Strawberries', 'Hour of the Wolf', 'Winter Light', 'Prison', 'The Magician', 'Fanny and Alexander', 'Autumn Sonata', 'To Joy', 'Dreams', 'Private Confessions', "The Devil's Eye", 'Through a Glass Darkly', 'A Little Night Music', 'Torment']]
Predicted Ans:    Autumn Sonata
Predicted Path:   The Seventh Seal --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata
Path (Raw):       The Seventh Seal --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[No Operation]--> Autumn Sonata
Neg LogProb(↓):   0.472049
Path Entropy(↓):  1.266595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the miracle worker actors
Start Entity:     The Miracle Worker
Gold Answer:      [['Janet Green', 'Steve Lawson', 'Bernard Pomerance', 'David Lynch', 'Christopher De Vore', 'Charles Webb', 'Ashley Montagu', 'Frederick Treves', 'Eric Bergren', 'Penelope Mortimer', 'Anne Bancroft', 'Calder Willingham', 'Harvey Fierstein', 'Arild Fröhlich', 'Buck Henry', 'Stuart Blumberg', 'Chris Radant', 'Marsha Norman', 'John McCormick', 'Norah Lofts', 'David Goodis', 'Karl Mueller', 'Harold Pinter', 'Arthur Laurents', 'Richard Dooling', 'John Pielmeier', 'Shana Alexander']]
Predicted Ans:    Eric Bergren
Predicted Path:   The Miracle Worker --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[written_by]--> Eric Bergren
Path (Raw):       The Miracle Worker --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[written_by]--> Eric Bergren
Neg LogProb(↓):   1.113089
Path Entropy(↓):  2.443931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by peter finch were directed by who
Start Entity:     Peter Finch
Gold Answer:      [['Sidney Lumet', 'John Schlesinger', 'Desmond Davis', 'Mikhail Kalatozov', 'Fred Zinnemann', 'Charles Jarrott', 'Robert Aldrich', 'Jack Clayton', 'Ken Hughes', 'Frank Capra', 'Robert Stevens']]
Predicted Ans:    Frank Capra
Predicted Path:   Peter Finch --[(INV) starred_actors]--> Lost Horizon --[directed_by]--> Frank Capra
Path (Raw):       Peter Finch --[No Operation]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.861992
Path Entropy(↓):  1.382370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by ruth gordon
Start Entity:     Ruth Gordon
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ruth Gordon --[(INV) written_by]--> Pat and Mike --[has_genre]--> Comedy
Path (Raw):       Ruth Gordon --[No Operation]--> Ruth Gordon --[(INV) written_by]--> Pat and Mike --[has_genre]--> Comedy
Neg LogProb(↓):   0.231331
Path Entropy(↓):  0.518351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the down to earth director release
Start Entity:     Down to Earth
Gold Answer:      [['2010', '2004', '2006', '2002', '2013']]
Predicted Ans:    2002
Predicted Path:   Down to Earth --[directed_by]--> Paul Weitz --[(INV) directed_by]--> About a Boy --[release_year]--> 2002
Path (Raw):       Down to Earth --[directed_by]--> Paul Weitz --[(INV) directed_by]--> About a Boy --[release_year]--> 2002
Neg LogProb(↓):   0.419754
Path Entropy(↓):  0.944914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie revanche
Start Entity:     Revanche
Gold Answer:      [['bank robbery']]
Predicted Ans:    Götz Spielmann
Predicted Path:   Revanche --[written_by]--> Götz Spielmann --[(INV) written_by]--> Antares --[written_by]--> Götz Spielmann
Path (Raw):       Revanche --[written_by]--> Götz Spielmann --[(INV) written_by]--> Antares --[written_by]--> Götz Spielmann
Neg LogProb(↓):   0.002711
Path Entropy(↓):  0.018877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the lost continent are directed by who
Start Entity:     The Lost Continent
Gold Answer:      [['Don Sharp', 'Jack Gold', 'Carol Reed']]
Predicted Ans:    Jack Gold
Predicted Path:   The Lost Continent --[starred_actors]--> Eric Porter --[(INV) starred_actors]--> Little Lord Fauntleroy --[directed_by]--> Jack Gold
Path (Raw):       The Lost Continent --[starred_actors]--> Eric Porter --[(INV) starred_actors]--> Little Lord Fauntleroy --[directed_by]--> Jack Gold
Neg LogProb(↓):   0.015882
Path Entropy(↓):  0.098573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie soul plane are written by who
Start Entity:     Soul Plane
Gold Answer:      [['Damian Harris', 'David Mamet', 'Phil Hay', 'Matt Manfredi', 'Greg Coolidge', 'Ian Roberts', 'Jay Martel', 'Dustin Lee Abraham', 'Brandon Beckner', 'Dax Shepard', 'Jason Mantzoukas', 'Todd Berger', 'Jeremy Garelick', 'Chris Columbus', 'Etan Cohen']]
Predicted Ans:    Brandon Beckner
Predicted Path:   Soul Plane --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Remarkable Power --[written_by]--> Brandon Beckner
Path (Raw):       Soul Plane --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Remarkable Power --[written_by]--> Brandon Beckner
Neg LogProb(↓):   0.766632
Path Entropy(↓):  1.550131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by dan lewandowski were directed by who
Start Entity:     Dan Lewandowski
Gold Answer:      [['Will Mackenzie']]
Predicted Ans:    Will Mackenzie
Predicted Path:   Dan Lewandowski --[(INV) written_by]--> Worth Winning --[directed_by]--> Will Mackenzie
Path (Raw):       Dan Lewandowski --[No Operation]--> Dan Lewandowski --[(INV) written_by]--> Worth Winning --[directed_by]--> Will Mackenzie
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote next friday
Start Entity:     Next Friday
Gold Answer:      [['Mike Epps', 'Chris Tucker', 'Nia Long', 'Ice Cube']]
Predicted Ans:    Ice Cube
Predicted Path:   Next Friday --[written_by]--> Ice Cube --[(INV) written_by]--> Friday --[starred_actors]--> Ice Cube
Path (Raw):       Next Friday --[written_by]--> Ice Cube --[(INV) written_by]--> Friday --[starred_actors]--> Ice Cube
Neg LogProb(↓):   0.683642
Path Entropy(↓):  0.723200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of noise starred who
Start Entity:     Noise
Gold Answer:      [['Ryan Gosling', 'Sharon Stone']]
Predicted Ans:    William Hurt
Predicted Path:   Noise --[written_by]--> Henry Bean --[(INV) written_by]--> Noise --[starred_actors]--> William Hurt
Path (Raw):       Noise --[written_by]--> Henry Bean --[(INV) written_by]--> Noise --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.050161
Path Entropy(↓):  0.226211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of sunshine state
Start Entity:     Sunshine State
Gold Answer:      [['1980', '1970', '1992', '1979', '1984', '2007', '2010', '2004', '1982', '1994', '1983', '1989', '1996', '1981', '2013', '1988', '1997', '1991', '1999', '1987']]
Predicted Ans:    1987
Predicted Path:   Sunshine State --[written_by]--> John Sayles --[(INV) written_by]--> Matewan --[release_year]--> 1987
Path (Raw):       Sunshine State --[written_by]--> John Sayles --[(INV) written_by]--> Matewan --[release_year]--> 1987
Neg LogProb(↓):   0.868277
Path Entropy(↓):  1.759155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of mystics in bali
Start Entity:     Mystics in Bali
Gold Answer:      [['H. Tjut Djalil']]
Predicted Ans:    H. Tjut Djalil
Predicted Path:   Mystics in Bali --[directed_by]--> H. Tjut Djalil --[(INV) directed_by]--> Mystics in Bali --[directed_by]--> H. Tjut Djalil
Path (Raw):       Mystics in Bali --[directed_by]--> H. Tjut Djalil --[(INV) directed_by]--> Mystics in Bali --[directed_by]--> H. Tjut Djalil
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with sleepy hollow
Start Entity:     Sleepy Hollow
Gold Answer:      [['The Wolfman', 'The Adventures of Ichabod and Mr. Toad']]
Predicted Ans:    Sleepy Hollow
Predicted Path:   Sleepy Hollow --[written_by]--> Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow
Path (Raw):       Sleepy Hollow --[written_by]--> Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow --[No Operation]--> Sleepy Hollow
Neg LogProb(↓):   0.138780
Path Entropy(↓):  0.426787
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies together with harvey kahn
Start Entity:     Harvey Kahn
Gold Answer:      [['Steven Schachter', 'Stephen Frears']]
Predicted Ans:    Harvey Kahn
Predicted Path:   Harvey Kahn --[(INV) directed_by]--> The Deal --[directed_by]--> Harvey Kahn
Path (Raw):       Harvey Kahn --[No Operation]--> Harvey Kahn --[(INV) directed_by]--> The Deal --[directed_by]--> Harvey Kahn
Neg LogProb(↓):   0.155654
Path Entropy(↓):  0.503100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie kiss me, stupid
Start Entity:     Kiss Me, Stupid
Gold Answer:      [['1970', '1954', '1992', '1959', '1967', '1968', '1963', '1939', '1957', '1953', '1956', '1981', '1961', '1955', '1962', '1964', '1966', '1950', '1960', '1991', '1965', '1958']]
Predicted Ans:    1955
Predicted Path:   Kiss Me, Stupid --[starred_actors]--> Kim Novak --[(INV) starred_actors]--> Picnic --[release_year]--> 1955
Path (Raw):       Kiss Me, Stupid --[starred_actors]--> Kim Novak --[(INV) starred_actors]--> Picnic --[release_year]--> 1955
Neg LogProb(↓):   1.290841
Path Entropy(↓):  2.397822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by prakash jha
Start Entity:     Prakash Jha
Gold Answer:      [['Nana Patekar', 'Ranbir Kapoor', 'Naseeruddin Shah', 'Arjun Rampal']]
Predicted Ans:    Ranbir Kapoor
Predicted Path:   Prakash Jha --[(INV) written_by]--> Raajneeti --[starred_actors]--> Ranbir Kapoor
Path (Raw):       Prakash Jha --[No Operation]--> Prakash Jha --[(INV) written_by]--> Raajneeti --[starred_actors]--> Ranbir Kapoor
Neg LogProb(↓):   0.362336
Path Entropy(↓):  0.792080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by john nichols release
Start Entity:     John Nichols
Gold Answer:      [['1969', '1988']]
Predicted Ans:    1988
Predicted Path:   John Nichols --[(INV) written_by]--> The Milagro Beanfield War --[release_year]--> 1988
Path (Raw):       John Nichols --[No Operation]--> John Nichols --[(INV) written_by]--> The Milagro Beanfield War --[release_year]--> 1988
Neg LogProb(↓):   0.170500
Path Entropy(↓):  0.434495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by patrick casey
Start Entity:     Patrick Casey
Gold Answer:      [['2003', '2009']]
Predicted Ans:    2003
Predicted Path:   Patrick Casey --[(INV) written_by]--> National Lampoon Presents Dorm Daze --[release_year]--> 2003
Path (Raw):       Patrick Casey --[No Operation]--> Patrick Casey --[(INV) written_by]--> National Lampoon Presents Dorm Daze --[release_year]--> 2003
Neg LogProb(↓):   0.046628
Path Entropy(↓):  0.185222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the skeleton key
Start Entity:     The Skeleton Key
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   The Skeleton Key --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       The Skeleton Key --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.086367
Path Entropy(↓):  4.470613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the dangerous beauty director release
Start Entity:     Dangerous Beauty
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Dangerous Beauty --[directed_by]--> Marshall Herskovitz --[(INV) directed_by]--> Jack the Bear --[release_year]--> 1993
Path (Raw):       Dangerous Beauty --[directed_by]--> Marshall Herskovitz --[(INV) directed_by]--> Jack the Bear --[release_year]--> 1993
Neg LogProb(↓):   0.476763
Path Entropy(↓):  0.663676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of it's my party
Start Entity:     It's My Party
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   It's My Party --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[in_language]--> Italian
Path (Raw):       It's My Party --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[in_language]--> Italian
Neg LogProb(↓):   0.000604
Path Entropy(↓):  0.005364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie so close released
Start Entity:     So Close
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   So Close --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       So Close --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.500017
Path Entropy(↓):  4.734793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by stanley m. brooks were in which genres
Start Entity:     Stanley M. Brooks
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Stanley M. Brooks --[(INV) directed_by]--> Perfect Sisters --[has_genre]--> Drama
Path (Raw):       Stanley M. Brooks --[No Operation]--> Stanley M. Brooks --[(INV) directed_by]--> Perfect Sisters --[has_genre]--> Drama
Neg LogProb(↓):   0.019173
Path Entropy(↓):  0.094082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with claude lelouch
Start Entity:     Claude Lelouch
Gold Answer:      [['Abhishek Bachchan', 'Deepika Padukone', 'Peter Falk']]
Predicted Ans:    Peter Falk
Predicted Path:   Claude Lelouch --[(INV) starred_actors]--> Happy New Year --[starred_actors]--> Peter Falk
Path (Raw):       Claude Lelouch --[No Operation]--> Claude Lelouch --[(INV) starred_actors]--> Happy New Year --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.009103
Path Entropy(↓):  0.055548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the captive
Start Entity:     The Captive
Gold Answer:      [['Reese Witherspoon', 'Alison Lohman', 'Amanda Seyfried', 'Arsinée Khanjian', 'Liam Neeson', 'Alessandro Nivola', 'Rachel Blanchard', 'Devon Bostick', 'Bob Hoskins', 'Julianne Moore', 'Charles Aznavour', 'Atom Egoyan', 'Colin Firth', 'Christopher Plummer', 'Elaine Cassidy', 'Patrick Swayze', 'Adam Baldwin', 'Kevin Bacon']]
Predicted Ans:    Christopher Plummer
Predicted Path:   The Captive --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Ararat --[starred_actors]--> Christopher Plummer
Path (Raw):       The Captive --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Ararat --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.235803
Path Entropy(↓):  0.829049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie intersection
Start Entity:     Intersection
Gold Answer:      [['1976', '1972', '2001', '1951', '1991', '1973', '2006', '1967', '1979', '1981', '1969', '1984']]
Predicted Ans:    1951
Predicted Path:   Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[release_year]--> 1951
Path (Raw):       Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[release_year]--> 1951
Neg LogProb(↓):   0.405656
Path Entropy(↓):  1.153512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dark of the sun starred which actors
Start Entity:     Dark of the Sun
Gold Answer:      [['Jim Brown', 'Rod Taylor', 'Yvette Mimieux', 'Peter Carsten']]
Predicted Ans:    Peter Carsten
Predicted Path:   Dark of the Sun --[starred_actors]--> Peter Carsten --[(INV) starred_actors]--> Dark of the Sun --[starred_actors]--> Peter Carsten
Path (Raw):       Dark of the Sun --[starred_actors]--> Peter Carsten --[(INV) starred_actors]--> Dark of the Sun --[starred_actors]--> Peter Carsten
Neg LogProb(↓):   0.614656
Path Entropy(↓):  1.093433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of sheldon turner written movies
Start Entity:     Sheldon Turner
Gold Answer:      [['Jason Reitman']]
Predicted Ans:    Jason Reitman
Predicted Path:   Sheldon Turner --[(INV) written_by]--> Up in the Air --[directed_by]--> Jason Reitman
Path (Raw):       Sheldon Turner --[No Operation]--> Sheldon Turner --[(INV) written_by]--> Up in the Air --[directed_by]--> Jason Reitman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the hindenburg released
Start Entity:     The Hindenburg
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   The Hindenburg --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Path (Raw):       The Hindenburg --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Neg LogProb(↓):   2.251250
Path Entropy(↓):  3.602005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with oxygen fall under
Start Entity:     Oxygen
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Oxygen --[directed_by]--> Richard Shepard --[(INV) directed_by]--> The Matador --[has_genre]--> Comedy
Path (Raw):       Oxygen --[directed_by]--> Richard Shepard --[(INV) directed_by]--> The Matador --[has_genre]--> Comedy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by richard l. breen
Start Entity:     Richard L. Breen
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Richard L. Breen --[(INV) written_by]--> A Foreign Affair --[has_genre]--> Comedy
Path (Raw):       Richard L. Breen --[No Operation]--> Richard L. Breen --[(INV) written_by]--> A Foreign Affair --[has_genre]--> Comedy
Neg LogProb(↓):   0.678022
Path Entropy(↓):  1.031498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie tentacao in
Start Entity:     Tentação
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Tentação --[in_language]--> Portuguese --[(INV) in_language]--> Passionada --[in_language]--> Portuguese
Path (Raw):       Tentação --[in_language]--> Portuguese --[(INV) in_language]--> Passionada --[in_language]--> Portuguese
Neg LogProb(↓):   0.282614
Path Entropy(↓):  0.867532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the best man
Start Entity:     The Best Man
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Best Man --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Best Man --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   4.080178
Path Entropy(↓):  5.723629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did greg mclane star in
Start Entity:     Greg McLane
Gold Answer:      [['Purely Belter']]
Predicted Ans:    Purely Belter
Predicted Path:   Greg McLane --[(INV) starred_actors]--> Purely Belter --[starred_actors]--> Charlie Hardwick --[(INV) starred_actors]--> Purely Belter
Path (Raw):       Greg McLane --[(INV) starred_actors]--> Purely Belter --[starred_actors]--> Charlie Hardwick --[(INV) starred_actors]--> Purely Belter
Neg LogProb(↓):   0.144241
Path Entropy(↓):  0.415755
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the bannen way
Start Entity:     The Bannen Way
Gold Answer:      [['1988', '2000', '2001', '2010', '1982', '2013']]
Predicted Ans:    2010
Predicted Path:   The Bannen Way --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[release_year]--> 2010
Path (Raw):       The Bannen Way --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[release_year]--> 2010
Neg LogProb(↓):   0.720764
Path Entropy(↓):  1.131364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by peter werner were in which genres
Start Entity:     Peter Werner
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Peter Werner --[(INV) directed_by]--> No Man's Land --[has_genre]--> Crime
Path (Raw):       Peter Werner --[No Operation]--> Peter Werner --[(INV) directed_by]--> No Man's Land --[has_genre]--> Crime
Neg LogProb(↓):   0.003929
Path Entropy(↓):  0.025643
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the korczak director release
Start Entity:     Korczak
Gold Answer:      [['1983', '1975', '2009', '1965', '1981', '1955', '1958']]
Predicted Ans:    1958
Predicted Path:   Korczak --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Ashes and Diamonds --[release_year]--> 1958
Path (Raw):       Korczak --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Ashes and Diamonds --[release_year]--> 1958
Neg LogProb(↓):   1.212505
Path Entropy(↓):  1.841881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by rodney bingenheimer were directed by who
Start Entity:     Rodney Bingenheimer
Gold Answer:      [['George Hickenlooper']]
Predicted Ans:    George Hickenlooper
Predicted Path:   Rodney Bingenheimer --[(INV) starred_actors]--> Mayor of the Sunset Strip --[directed_by]--> George Hickenlooper
Path (Raw):       Rodney Bingenheimer --[No Operation]--> Rodney Bingenheimer --[(INV) starred_actors]--> Mayor of the Sunset Strip --[directed_by]--> George Hickenlooper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is watchers
Start Entity:     Watchers
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Watchers --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Watchers --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.373267
Path Entropy(↓):  3.693838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film lethal weapon
Start Entity:     Lethal Weapon
Gold Answer:      [['John Gielgud', 'James Wan', 'Michael Almereyda', 'George Ogilvie', 'Roger Donaldson', 'Dustin Hoffman', 'Dean Semler', 'Franco Zeffirelli', 'Stuart Rosenberg', 'John Milius', 'Richard C. Sarafian', 'Simon Wincer', 'Peter Markle', 'Mark Rydell', 'Robert Towne', 'Mel Gibson', 'John Badham', 'Ron Howard', 'Richard Donner', 'Kenneth Branagh', 'Roland Emmerich', 'Martin Campbell', 'Kathryn Bigelow', 'Brian Helgeland', 'Tim Burstall', 'Lewis Milestone', 'Grigori Kozintsev', 'Matthew Patrick', 'Roger Spottiswoode', 'Jerzy Kawalerowicz', 'Lawrence Kasdan', 'Steve Rash', 'Michel Gondry', 'Nancy Meyers', 'Wim Wenders', 'Andrew Davis', 'Nick Park', 'Ernest R. Dickerson', 'Steve Oedekerk', 'Peter Weir', 'Laurence Olivier', 'Bill Condon', 'Jarmo Lampela', 'George Miller', 'Steven Spielberg', 'Ulu Grosbard', 'Tim Hunter', 'Stephen Hopkins', 'Gillian Armstrong', 'Ben Gluck', 'Anthony Bell', 'Tony Richardson', 'Fred Schepisi', 'Clement Virgo', 'Adrian Grunberg', 'Robert Rodriguez', 'Morgan Freeman', 'M. Night Shyamalan', 'Peter Lord', 'Jodie Foster', 'Steve Miner', 'Jim Cliffe', 'Randall Wallace', 'Keith Gordon', 'Ryan Little', 'Daniel Stern', 'Clarence Brown', 'Jean Renoir']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Lethal Weapon --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[directed_by]--> Stephen Hopkins
Path (Raw):       Lethal Weapon --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.685893
Path Entropy(↓):  1.494252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jean gabin act in
Start Entity:     Jean Gabin
Gold Answer:      [['A Monkey in Winter', 'French Cancan', 'Stormy Waters', 'Lady Killer', 'Moontide', 'Pépé le Moko', 'La Bête Humaine', 'Port of Shadows', 'Les Misérables']]
Predicted Ans:    French Cancan
Predicted Path:   Jean Gabin --[(INV) starred_actors]--> French Cancan --[starred_actors]--> Jean Gabin --[(INV) starred_actors]--> French Cancan
Path (Raw):       Jean Gabin --[(INV) starred_actors]--> French Cancan --[starred_actors]--> Jean Gabin --[(INV) starred_actors]--> French Cancan
Neg LogProb(↓):   0.654218
Path Entropy(↓):  0.958188
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of beyond the clouds
Start Entity:     Beyond the Clouds
Gold Answer:      [['Identification of a Woman', 'Buena Vista Social Club', 'Red Desert', 'Land of Plenty', 'Palermo Shooting', 'Il Grido', 'The American Friend', 'The Passenger', 'La Notte', 'Until the End of the World', 'Eros', 'Pina', "L'Eclisse", 'Zabriskie Point', "Don't Come Knocking", 'Faraway, So Close!', 'Kings of the Road', "The Goalie's Anxiety at the Penalty Kick", 'The End of Violence', "L'Avventura", 'The Scarlet Letter', 'Lisbon Story', 'The Salt of the Earth', 'Wings of Desire', 'Alice in the Cities', 'Room 666', 'The White Sheik', 'Story of a Love Affair', 'The State of Things', 'Tokyo-Ga', 'City of Angels']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds
Path (Raw):       Beyond the Clouds --[No Operation]--> Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds
Neg LogProb(↓):   0.222210
Path Entropy(↓):  0.764108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by a song is born writers
Start Entity:     A Song Is Born
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   A Song Is Born --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Path (Raw):       A Song Is Born --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   0.100576
Path Entropy(↓):  0.414805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director george sidney
Start Entity:     George Sidney
Gold Answer:      [['Fred Astaire', 'Judy Garland', 'Tyrone Power', 'Angela Lansbury', 'Maureen Stapleton', 'John Hodiak', 'Lana Turner', 'Basil Rathbone', 'Red Skelton', 'Mel Ferrer', 'Esther Williams', 'Charles Laughton', 'Stewart Granger', 'Kathryn Grayson', 'José Iturbi', 'Lucille Bremer', 'Fanny Brice', 'Lucille Ball', 'Joe E. Brown', 'Kim Novak', 'Janet Leigh', 'Rita Hayworth', 'Anthony Franciosa', 'Gene Kelly', 'Ava Gardner', 'Jean Simmons', 'Betty Hutton', 'Cantinflas', 'Ray Bolger', 'Frank Sinatra', 'Spencer Tracy', 'Howard Keel', 'Dick Van Dyke', 'Eleanor Parker']]
Predicted Ans:    Kim Novak
Predicted Path:   George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[starred_actors]--> Kim Novak
Path (Raw):       George Sidney --[No Operation]--> George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[starred_actors]--> Kim Novak
Neg LogProb(↓):   0.357172
Path Entropy(↓):  1.169820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with dameon clarke
Start Entity:     Dameon Clarke
Gold Answer:      [['Matthew Gray Gubler', 'Laura Regan', 'George Wyner']]
Predicted Ans:    Dameon Clarke
Predicted Path:   Dameon Clarke --[(INV) starred_actors]--> How to Be a Serial Killer --[starred_actors]--> Dameon Clarke
Path (Raw):       Dameon Clarke --[No Operation]--> Dameon Clarke --[(INV) starred_actors]--> How to Be a Serial Killer --[starred_actors]--> Dameon Clarke
Neg LogProb(↓):   0.003255
Path Entropy(↓):  0.023251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the film margaret's museum
Start Entity:     Margaret's Museum
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Margaret's Museum --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Margaret's Museum --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.084302
Path Entropy(↓):  4.375563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of jeepers creepers
Start Entity:     Jeepers Creepers
Gold Answer:      [['Sean Patrick Flanery', 'Meghan Ory', 'Matt Cohen', 'Mary Steenburgen', 'Luke Kleintank', 'Jeffrey Combs', 'Diane Salinger', 'Jeff Goldblum', 'Rose McGowan', 'Eric Roberts', 'Sam Rockwell', 'Lance Henriksen']]
Predicted Ans:    Eric Roberts
Predicted Path:   Jeepers Creepers --[written_by]--> Victor Salva --[(INV) written_by]--> The Nature of the Beast --[starred_actors]--> Eric Roberts
Path (Raw):       Jeepers Creepers --[written_by]--> Victor Salva --[(INV) written_by]--> The Nature of the Beast --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.045433
Path Entropy(↓):  0.204525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film winter kills
Start Entity:     Winter Kills
Gold Answer:      [['William Richert']]
Predicted Ans:    William Richert
Predicted Path:   Winter Kills --[directed_by]--> William Richert --[(INV) directed_by]--> Winter Kills --[directed_by]--> William Richert
Path (Raw):       Winter Kills --[directed_by]--> William Richert --[(INV) directed_by]--> Winter Kills --[directed_by]--> William Richert
Neg LogProb(↓):   0.002315
Path Entropy(↓):  0.016341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by scott baio
Start Entity:     Scott Baio
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Scott Baio --[(INV) starred_actors]--> Zapped! --[has_genre]--> Comedy
Path (Raw):       Scott Baio --[No Operation]--> Scott Baio --[(INV) starred_actors]--> Zapped! --[has_genre]--> Comedy
Neg LogProb(↓):   0.231896
Path Entropy(↓):  0.509916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the outlaw josey wales
Start Entity:     The Outlaw Josey Wales
Gold Answer:      [['Western', 'Drama', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Outlaw Josey Wales --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Wanderers --[has_genre]--> Drama
Path (Raw):       The Outlaw Josey Wales --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Wanderers --[has_genre]--> Drama
Neg LogProb(↓):   0.953326
Path Entropy(↓):  1.235548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was david schneider the director for
Start Entity:     David Schneider
Gold Answer:      [['Stark Raving Mad']]
Predicted Ans:    Stark Raving Mad
Predicted Path:   David Schneider --[(INV) directed_by]--> Stark Raving Mad --[directed_by]--> David Schneider --[(INV) directed_by]--> Stark Raving Mad
Path (Raw):       David Schneider --[(INV) directed_by]--> Stark Raving Mad --[directed_by]--> David Schneider --[(INV) directed_by]--> Stark Raving Mad
Neg LogProb(↓):   0.001098
Path Entropy(↓):  0.008573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the princess and the frog
Start Entity:     The Princess and the Frog
Gold Answer:      [['Anika Noni Rose', 'Bruno Campos', 'Keith David']]
Predicted Ans:    Anika Noni Rose
Predicted Path:   The Princess and the Frog --[starred_actors]--> Anika Noni Rose --[(INV) starred_actors]--> The Princess and the Frog --[starred_actors]--> Anika Noni Rose
Path (Raw):       The Princess and the Frog --[starred_actors]--> Anika Noni Rose --[(INV) starred_actors]--> The Princess and the Frog --[starred_actors]--> Anika Noni Rose
Neg LogProb(↓):   0.230730
Path Entropy(↓):  0.737041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of supporting characters
Start Entity:     Supporting Characters
Gold Answer:      [['Life of Crime']]
Predicted Ans:    Supporting Characters
Predicted Path:   Supporting Characters --[written_by]--> Tarik Lowe --[(INV) starred_actors]--> Supporting Characters
Path (Raw):       Supporting Characters --[written_by]--> Tarik Lowe --[No Operation]--> Tarik Lowe --[(INV) starred_actors]--> Supporting Characters
Neg LogProb(↓):   0.248432
Path Entropy(↓):  0.718888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies for the writer of young mr. lincoln
Start Entity:     Young Mr. Lincoln
Gold Answer:      [['Walter Lang', 'Irving Cummings', 'Henry King']]
Predicted Ans:    Henry King
Predicted Path:   Young Mr. Lincoln --[written_by]--> Lamar Trotti --[(INV) written_by]--> In Old Chicago --[directed_by]--> Henry King
Path (Raw):       Young Mr. Lincoln --[written_by]--> Lamar Trotti --[(INV) written_by]--> In Old Chicago --[directed_by]--> Henry King
Neg LogProb(↓):   0.121833
Path Entropy(↓):  0.459099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by taylor hackford release
Start Entity:     Taylor Hackford
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Taylor Hackford --[(INV) written_by]--> Ray --[release_year]--> 2004
Path (Raw):       Taylor Hackford --[No Operation]--> Taylor Hackford --[(INV) written_by]--> Ray --[release_year]--> 2004
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of some like it hot also wrote which films
Start Entity:     Some Like It Hot
Gold Answer:      [['Buddy Buddy', 'A Song Is Born', 'Sabrina', 'Irma la Douce', 'Hold Back the Dawn', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'Ninotchka', 'Arise, My Love', 'The Lost Weekend', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Seven Year Itch', 'The Spirit of St. Louis', 'Midnight', 'Avanti!', 'The Major and the Minor', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    The Major and the Minor
Predicted Path:   Some Like It Hot --[written_by]--> Billy Wilder --[(INV) written_by]--> The Major and the Minor
Path (Raw):       Some Like It Hot --[written_by]--> Billy Wilder --[(INV) written_by]--> The Major and the Minor --[No Operation]--> The Major and the Minor
Neg LogProb(↓):   2.117312
Path Entropy(↓):  2.774196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by alan ball
Start Entity:     Alan Ball
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alan Ball --[(INV) written_by]--> Towelhead --[has_genre]--> Drama
Path (Raw):       Alan Ball --[No Operation]--> Alan Ball --[(INV) written_by]--> Towelhead --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of white sands
Start Entity:     White Sands
Gold Answer:      [['Pacific Heights', "Where's Marlowe?"]]
Predicted Ans:    White Sands
Predicted Path:   White Sands --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands
Path (Raw):       White Sands --[No Operation]--> White Sands --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands
Neg LogProb(↓):   0.182469
Path Entropy(↓):  0.636876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies written by james demonaco
Start Entity:     James DeMonaco
Gold Answer:      [['Max Burkholder', 'Adelaide Kane', 'Lena Headey', 'Ethan Hawke']]
Predicted Ans:    Ethan Hawke
Predicted Path:   James DeMonaco --[(INV) written_by]--> The Purge --[starred_actors]--> Ethan Hawke
Path (Raw):       James DeMonaco --[No Operation]--> James DeMonaco --[(INV) written_by]--> The Purge --[starred_actors]--> Ethan Hawke
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of rushmore
Start Entity:     Rushmore
Gold Answer:      [['The Postman', 'Broken Flowers', 'St. Vincent', "The Razor's Edge", 'Garfield', 'The Body', 'Fantastic Mr. Fox', 'Passion Play', 'Lost in Translation', 'Stripes', 'Meatballs', 'Miss Austen Regrets', 'I Heart Huckabees', 'Ghostbusters', 'The Man Who Knew Too Little', 'The Darjeeling Limited', 'Slackers', 'The Life Aquatic with Steve Zissou', 'Hotel Chevalier', 'The Heart of Me', 'Groundhog Day', 'The Last Days on Mars', 'A Glimpse Inside the Mind of Charles Swan III', 'Quick Change', "Charlie's Angels", 'Kingpin', 'Hyde Park on Hudson', 'Scrooged', 'Where the Buffalo Roam', 'Get Low', 'The Man from Elysian Fields', 'Shopgirl', 'Spun', 'The Marc Pease Experience', 'Mad Dog and Glory', 'What About Bob?', 'The Monuments Men']]
Predicted Ans:    The Monuments Men
Predicted Path:   Rushmore --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> The Monuments Men
Path (Raw):       Rushmore --[starred_actors]--> Bill Murray --[No Operation]--> Bill Murray --[(INV) starred_actors]--> The Monuments Men
Neg LogProb(↓):   0.210624
Path Entropy(↓):  0.831511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the hard corps
Start Entity:     The Hard Corps
Gold Answer:      [['Sheldon Lettich', 'Brian Helgeland']]
Predicted Ans:    Brian Helgeland
Predicted Path:   The Hard Corps --[directed_by]--> Sheldon Lettich --[(INV) directed_by]--> The Order --[written_by]--> Brian Helgeland
Path (Raw):       The Hard Corps --[directed_by]--> Sheldon Lettich --[(INV) directed_by]--> The Order --[written_by]--> Brian Helgeland
Neg LogProb(↓):   0.062395
Path Entropy(↓):  0.250780
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie untraceable
Start Entity:     Untraceable
Gold Answer:      [['Walter Hill', 'Frances Mayes', 'Jerry Siegel', 'Larry Gross', 'Oscar Saul', 'Nicholas Sparks', 'David S. Goyer', 'William Broyles Jr.', 'Gary David Goldberg', 'Claire Cook', 'Tennessee Williams', 'Francis Ford Coppola', 'Wesley Strick', 'Allan Burns', 'Charles Baxter', 'Mike White', 'Steven Gould', 'Audrey Wells', 'Thomas Babe', 'Elmore Leonard', 'Alvin Sargent', 'M. Night Shyamalan', 'Richard Gray', 'William Kennedy', 'Sean McGinly', 'Dirk Wittenborn', 'Claude Chabrol', 'Dexter Fletcher', 'Stacy Cochran', 'Sebastian Junger']]
Predicted Ans:    Tennessee Williams
Predicted Path:   Untraceable --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       Untraceable --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   1.490413
Path Entropy(↓):  2.128399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the adventures of sherlock holmes
Start Entity:     The Adventures of Sherlock Holmes
Gold Answer:      [['Nigel Bruce', 'Basil Rathbone']]
Predicted Ans:    Basil Rathbone
Predicted Path:   The Adventures of Sherlock Holmes --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Path (Raw):       The Adventures of Sherlock Holmes --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.115812
Path Entropy(↓):  0.523466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in footlight parade
Start Entity:     Footlight Parade
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Footlight Parade --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Footlight Parade --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   1.282144
Path Entropy(↓):  2.122988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with ronald alexander
Start Entity:     Ronald Alexander
Gold Answer:      [['Grace Metalious']]
Predicted Ans:    Grace Metalious
Predicted Path:   Ronald Alexander --[(INV) written_by]--> Return to Peyton Place --[written_by]--> Grace Metalious
Path (Raw):       Ronald Alexander --[No Operation]--> Ronald Alexander --[(INV) written_by]--> Return to Peyton Place --[written_by]--> Grace Metalious
Neg LogProb(↓):   0.039134
Path Entropy(↓):  0.171577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of just between friends
Start Entity:     Just Between Friends
Gold Answer:      [['Thelonious Bernard', 'Diane Lane', 'Laurence Olivier']]
Predicted Ans:    Diane Lane
Predicted Path:   Just Between Friends --[written_by]--> Allan Burns --[(INV) written_by]--> A Little Romance --[starred_actors]--> Diane Lane
Path (Raw):       Just Between Friends --[written_by]--> Allan Burns --[(INV) written_by]--> A Little Romance --[starred_actors]--> Diane Lane
Neg LogProb(↓):   0.608253
Path Entropy(↓):  0.744246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the last of the high kings
Start Entity:     The Last of the High Kings
Gold Answer:      [['Jaco Van Dormael', 'Nick Ormerod', 'Declan Donnellan', 'Patty Jenkins', 'Lesli Linka Glatter', 'Scott Marshall', 'Don Roos', 'Erik Skjoldbjærg', 'Ken Annakin', 'Sally Potter', 'Sarah Spillane', 'John Waters', 'Morgan J. Freeman', 'Brian Gilbert', 'Vincent Gallo', 'Darren Aronofsky', 'Tim Burton', 'Steve James', 'Craig Brewer', 'Bob Spiers', 'Anthony Abrams', 'Adam Larson Broder']]
Predicted Ans:    Tim Burton
Predicted Path:   The Last of the High Kings --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[directed_by]--> Tim Burton
Path (Raw):       The Last of the High Kings --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.568643
Path Entropy(↓):  1.430641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the nazis strike
Start Entity:     The Nazis Strike
Gold Answer:      [['Frank Capra']]
Predicted Ans:    Frank Capra
Predicted Path:   The Nazis Strike --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Path (Raw):       The Nazis Strike --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.498861
Path Entropy(↓):  1.215898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of with a song in my heart
Start Entity:     With a Song in My Heart
Gold Answer:      [['Alice Faye', 'Carmen Miranda', 'Robert Young', 'Yul Brynner', 'Gene Tierney', 'Louis Jourdan', 'Randolph Scott', 'Katharine Hepburn', 'Margaret Lockwood', "Donald O'Connor", 'Janet Gaynor', 'Shirley Temple', 'Jeanne Crain', 'Vivian Blaine', 'Dana Andrews', 'Dick Haymes', 'Dan Dailey', 'George Sanders', 'Corinne Calvet', 'Ethel Merman', 'Shirley MacLaine', 'Lew Ayres', 'Will Rogers', 'Danny Kaye', 'Marcel Dalio', 'Marilyn Monroe', 'Betty Grable', 'Maurice Chevalier', 'Frank Sinatra', 'Spencer Tracy', "Maureen O'Hara", 'Clifton Webb']]
Predicted Ans:    Betty Grable
Predicted Path:   With a Song in My Heart --[directed_by]--> Walter Lang --[(INV) directed_by]--> Mother Wore Tights --[starred_actors]--> Betty Grable
Path (Raw):       With a Song in My Heart --[directed_by]--> Walter Lang --[(INV) directed_by]--> Mother Wore Tights --[starred_actors]--> Betty Grable
Neg LogProb(↓):   0.803510
Path Entropy(↓):  1.567470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of wishful drinking also starred in which films
Start Entity:     Wishful Drinking
Gold Answer:      [['Sibling Rivalry', 'Appointment with Death', 'Under the Rainbow', 'Hannah and Her Sisters', "The 'Burbs", 'This Is My Life']]
Predicted Ans:    Hannah and Her Sisters
Predicted Path:   Wishful Drinking --[starred_actors]--> Carrie Fisher --[(INV) starred_actors]--> Hannah and Her Sisters
Path (Raw):       Wishful Drinking --[starred_actors]--> Carrie Fisher --[No Operation]--> Carrie Fisher --[(INV) starred_actors]--> Hannah and Her Sisters
Neg LogProb(↓):   0.152433
Path Entropy(↓):  0.559976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the girl in a swing
Start Entity:     The Girl in a Swing
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Girl in a Swing --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[has_genre]--> Drama
Path (Raw):       The Girl in a Swing --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[has_genre]--> Drama
Neg LogProb(↓):   0.030117
Path Entropy(↓):  0.165154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of a midsummer night's dream
Start Entity:     A Midsummer Night's Dream
Gold Answer:      [['William Shakespeare', 'Michael Hoffman']]
Predicted Ans:    William Shakespeare
Predicted Path:   A Midsummer Night's Dream --[written_by]--> William Shakespeare --[(INV) written_by]--> Henry V --[written_by]--> William Shakespeare
Path (Raw):       A Midsummer Night's Dream --[written_by]--> William Shakespeare --[(INV) written_by]--> Henry V --[written_by]--> William Shakespeare
Neg LogProb(↓):   1.536884
Path Entropy(↓):  2.322846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by alice sebold
Start Entity:     Alice Sebold
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Alice Sebold --[(INV) written_by]--> The Lovely Bones --[release_year]--> 2009
Path (Raw):       Alice Sebold --[No Operation]--> Alice Sebold --[(INV) written_by]--> The Lovely Bones --[release_year]--> 2009
Neg LogProb(↓):   0.004837
Path Entropy(↓):  0.030552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by john mcadams
Start Entity:     John McAdams
Gold Answer:      [['The Laramie Project']]
Predicted Ans:    The Laramie Project
Predicted Path:   John McAdams --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Path (Raw):       John McAdams --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Neg LogProb(↓):   0.775094
Path Entropy(↓):  1.501767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by maximilian erlenwein release
Start Entity:     Maximilian Erlenwein
Gold Answer:      [['1969', '2014']]
Predicted Ans:    2014
Predicted Path:   Maximilian Erlenwein --[(INV) written_by]--> Stereo --[release_year]--> 2014
Path (Raw):       Maximilian Erlenwein --[No Operation]--> Maximilian Erlenwein --[(INV) written_by]--> Stereo --[release_year]--> 2014
Neg LogProb(↓):   0.500257
Path Entropy(↓):  0.670352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with claire bouanich
Start Entity:     Claire Bouanich
Gold Answer:      [['Michel Serrault']]
Predicted Ans:    Michel Serrault
Predicted Path:   Claire Bouanich --[(INV) starred_actors]--> The Butterfly --[starred_actors]--> Michel Serrault
Path (Raw):       Claire Bouanich --[No Operation]--> Claire Bouanich --[(INV) starred_actors]--> The Butterfly --[starred_actors]--> Michel Serrault
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by humberto dorado
Start Entity:     Humberto Dorado
Gold Answer:      [['Sergio Cabrera']]
Predicted Ans:    Sergio Cabrera
Predicted Path:   Humberto Dorado --[(INV) written_by]--> La estrategia del caracol --[directed_by]--> Sergio Cabrera
Path (Raw):       Humberto Dorado --[No Operation]--> Humberto Dorado --[(INV) written_by]--> La estrategia del caracol --[directed_by]--> Sergio Cabrera
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film klimt were released in which years
Start Entity:     Klimt
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '1939', '1951', '2010', '2004', '1995', '1990', '1996', '2002', '2012', '1988', '2000', '1997', '1966', '1991', '1999', '1987']]
Predicted Ans:    1995
Predicted Path:   Klimt --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       Klimt --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.343138
Path Entropy(↓):  0.995432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie lady chatterley's lover are written by who
Start Entity:     Lady Chatterley's Lover
Gold Answer:      [['Walter Hill', 'Dan Greenburg', 'Emmanuelle Arsan', 'Thomas Malory', 'John Boorman', 'Joachim Lafosse', 'François Pirot']]
Predicted Ans:    John Boorman
Predicted Path:   Lady Chatterley's Lover --[starred_actors]--> Nicholas Clay --[(INV) starred_actors]--> Excalibur --[written_by]--> John Boorman
Path (Raw):       Lady Chatterley's Lover --[starred_actors]--> Nicholas Clay --[(INV) starred_actors]--> Excalibur --[written_by]--> John Boorman
Neg LogProb(↓):   0.631535
Path Entropy(↓):  0.751297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was bill travers an actor in
Start Entity:     Bill Travers
Gold Answer:      [['Ring of Bright Water', 'Born Free', 'Bhowani Junction']]
Predicted Ans:    Born Free
Predicted Path:   Bill Travers --[(INV) starred_actors]--> Born Free --[written_by]--> Joy Adamson --[(INV) written_by]--> Born Free
Path (Raw):       Bill Travers --[(INV) starred_actors]--> Born Free --[written_by]--> Joy Adamson --[(INV) written_by]--> Born Free
Neg LogProb(↓):   0.269949
Path Entropy(↓):  0.547146
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in blue
Start Entity:     Blue
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Blue --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[has_genre]--> Horror
Path (Raw):       Blue --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[has_genre]--> Horror
Neg LogProb(↓):   0.499980
Path Entropy(↓):  1.124742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film one fine day released
Start Entity:     One Fine Day
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   One Fine Day --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       One Fine Day --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.014536
Path Entropy(↓):  3.834030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed futureworld
Start Entity:     Futureworld
Gold Answer:      [['William Wood', 'Kirby Dick', 'Takeshi Kitano', 'Larry Cohen', 'Mickey Spillane', 'Bill L. Norton']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Futureworld --[directed_by]--> Richard T. Heffron --[(INV) directed_by]--> Outrage --[written_by]--> Takeshi Kitano
Path (Raw):       Futureworld --[directed_by]--> Richard T. Heffron --[(INV) directed_by]--> Outrage --[written_by]--> Takeshi Kitano
Neg LogProb(↓):   0.048828
Path Entropy(↓):  0.224195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the switch was
Start Entity:     The Switch
Gold Answer:      [['Josh Gordon', 'Will Speck']]
Predicted Ans:    Josh Gordon
Predicted Path:   The Switch --[directed_by]--> Josh Gordon --[(INV) directed_by]--> The Switch --[directed_by]--> Josh Gordon
Path (Raw):       The Switch --[directed_by]--> Josh Gordon --[(INV) directed_by]--> The Switch --[directed_by]--> Josh Gordon
Neg LogProb(↓):   0.844549
Path Entropy(↓):  1.290936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the emigrants were in which languages
Start Entity:     The Emigrants
Gold Answer:      [['Swedish', 'English', 'Danish', 'Norwegian', 'German']]
Predicted Ans:    Swedish
Predicted Path:   The Emigrants --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[in_language]--> Swedish
Path (Raw):       The Emigrants --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[in_language]--> Swedish
Neg LogProb(↓):   0.001596
Path Entropy(↓):  0.012551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of what have you done to solange?
Start Entity:     What Have You Done to Solange?
Gold Answer:      [['What Have They Done to Your Daughters?', 'Dorian Gray']]
Predicted Ans:    Dorian Gray
Predicted Path:   What Have You Done to Solange? --[directed_by]--> Massimo Dallamano --[(INV) directed_by]--> Dorian Gray
Path (Raw):       What Have You Done to Solange? --[directed_by]--> Massimo Dallamano --[(INV) directed_by]--> Dorian Gray --[No Operation]--> Dorian Gray
Neg LogProb(↓):   0.002183
Path Entropy(↓):  0.016163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote rebecca of sunnybrook farm
Start Entity:     Rebecca of Sunnybrook Farm
Gold Answer:      [['Drama', 'Musical', 'History', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg --[(INV) written_by]--> Kitty --[has_genre]--> Drama
Path (Raw):       Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg --[(INV) written_by]--> Kitty --[has_genre]--> Drama
Neg LogProb(↓):   0.056761
Path Entropy(↓):  0.260601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with crime zone fall under
Start Entity:     Crime Zone
Gold Answer:      [['Horror', 'Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Crime Zone --[directed_by]--> Luis Llosa --[(INV) directed_by]--> The Specialist --[has_genre]--> Action
Path (Raw):       Crime Zone --[directed_by]--> Luis Llosa --[(INV) directed_by]--> The Specialist --[has_genre]--> Action
Neg LogProb(↓):   0.003352
Path Entropy(↓):  0.024983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie school for scoundrels starred who
Start Entity:     School for Scoundrels
Gold Answer:      [['Jon Heder', 'Billy Bob Thornton']]
Predicted Ans:    Ian Carmichael
Predicted Path:   School for Scoundrels --[starred_actors]--> Ian Carmichael --[(INV) starred_actors]--> I'm All Right Jack --[starred_actors]--> Ian Carmichael
Path (Raw):       School for Scoundrels --[starred_actors]--> Ian Carmichael --[(INV) starred_actors]--> I'm All Right Jack --[starred_actors]--> Ian Carmichael
Neg LogProb(↓):   0.080340
Path Entropy(↓):  0.298126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did alan cumming star in
Start Entity:     Alan Cumming
Gold Answer:      [['Son of the Mask', 'Black Beauty', 'Emma', 'The Anniversary Party', 'Boogie Woogie', "Romy and Michele's High School Reunion"]]
Predicted Ans:    The Anniversary Party
Predicted Path:   Alan Cumming --[(INV) starred_actors]--> The Anniversary Party --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> The Anniversary Party
Path (Raw):       Alan Cumming --[(INV) starred_actors]--> The Anniversary Party --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> The Anniversary Party
Neg LogProb(↓):   0.696923
Path Entropy(↓):  1.396353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of saving santa
Start Entity:     Saving Santa
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Saving Santa --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Saving Santa --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   2.832552
Path Entropy(↓):  4.382998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the forgiveness of blood
Start Entity:     The Forgiveness of Blood
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Forgiveness of Blood --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Forgiveness of Blood --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.957175
Path Entropy(↓):  4.585927
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in tarzan's greatest adventure
Start Entity:     Tarzan's Greatest Adventure
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Tarzan's Greatest Adventure --[starred_actors]--> Anthony Quayle --[(INV) starred_actors]--> Anne of the Thousand Days --[in_language]--> English
Path (Raw):       Tarzan's Greatest Adventure --[starred_actors]--> Anthony Quayle --[(INV) starred_actors]--> Anne of the Thousand Days --[in_language]--> English
Neg LogProb(↓):   0.024168
Path Entropy(↓):  0.114641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by trevor howard
Start Entity:     Trevor Howard
Gold Answer:      [['Sidney Lumet', 'Tinto Brass', 'Aram Avakian', 'Carol Reed', 'José Ferrer', 'Frank Launder', 'Lewis Milestone', 'Jack Cardiff', 'Laslo Benedek', 'John Huston', 'Mark Robson', 'Bernhard Wicki', 'Frank Lloyd', 'Michael Curtiz', 'Sidney Gilliat', 'David Lean']]
Predicted Ans:    Frank Launder
Predicted Path:   Trevor Howard --[(INV) starred_actors]--> I See a Dark Stranger --[directed_by]--> Frank Launder
Path (Raw):       Trevor Howard --[No Operation]--> Trevor Howard --[(INV) starred_actors]--> I See a Dark Stranger --[directed_by]--> Frank Launder
Neg LogProb(↓):   0.276301
Path Entropy(↓):  0.710128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the mummy
Start Entity:     The Mummy
Gold Answer:      [['1995', '1998', '1968', '1964', '2001', '1959', '1993', '2004', '1958', '2013']]
Predicted Ans:    1998
Predicted Path:   The Mummy --[written_by]--> Stephen Sommers --[(INV) written_by]--> Deep Rising --[release_year]--> 1998
Path (Raw):       The Mummy --[written_by]--> Stephen Sommers --[(INV) written_by]--> Deep Rising --[release_year]--> 1998
Neg LogProb(↓):   1.055405
Path Entropy(↓):  1.844663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the little rascals
Start Entity:     The Little Rascals
Gold Answer:      [['Penelope Spheeris']]
Predicted Ans:    Penelope Spheeris
Predicted Path:   The Little Rascals --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> Suburbia --[directed_by]--> Penelope Spheeris
Path (Raw):       The Little Rascals --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> Suburbia --[directed_by]--> Penelope Spheeris
Neg LogProb(↓):   0.228443
Path Entropy(↓):  0.539612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote cyrus
Start Entity:     Cyrus
Gold Answer:      [['2008', '2011', '2012', '2005']]
Predicted Ans:    2012
Predicted Path:   Cyrus --[written_by]--> Mark Duplass --[(INV) written_by]--> The Do-Deca-Pentathlon --[release_year]--> 2012
Path (Raw):       Cyrus --[written_by]--> Mark Duplass --[(INV) written_by]--> The Do-Deca-Pentathlon --[release_year]--> 2012
Neg LogProb(↓):   0.199048
Path Entropy(↓):  0.729985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by chris sivertson
Start Entity:     Chris Sivertson
Gold Answer:      [['Lucky McKee']]
Predicted Ans:    Lucky McKee
Predicted Path:   Chris Sivertson --[(INV) written_by]--> All Cheerleaders Die --[written_by]--> Lucky McKee
Path (Raw):       Chris Sivertson --[No Operation]--> Chris Sivertson --[(INV) written_by]--> All Cheerleaders Die --[written_by]--> Lucky McKee
Neg LogProb(↓):   0.541176
Path Entropy(↓):  0.935382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with adolphe menjou
Start Entity:     Adolphe Menjou
Gold Answer:      [['Fred Astaire', 'Rachel McAdams', 'Judy Garland', 'Julie Andrews', 'Marlene Dietrich', 'Martha Scott', 'Helen Hayes', 'Harold Lloyd', 'Gary Cooper', 'Alice Brady', 'John Hodiak', 'Ginger Rogers', 'Katharine Hepburn', 'Ralph Bellamy', 'Janet Gaynor', 'May Robson', 'Lee J. Cobb', 'William Holden', 'Barbara Stanwyck', 'Jack Lemmon', "Pat O'Brien", 'Fredric March', 'Shirley Temple', "Dennis O'Keefe", 'Pola Negri', 'Dick Powell', 'Marie Windsor', 'Debbie Reynolds', 'Eddie Fisher', 'Gloria Stuart', 'Arthur Franz', 'Dorothy Dell', 'Kris Kristofferson', 'Edward Everett Horton', 'Mary Brian', 'Sydney Greenstreet', 'Paul Frankeur', 'Tony Curtis', 'Laurent Terzieff', 'Walter Matthau', 'Verree Teasdale', 'Rita Hayworth', 'Clark Gable', 'Bob Newhart', 'Gerald Mohr', 'George Montgomery', 'Deborah Kerr', 'James Mason', 'Gail Patrick', 'Barbra Streisand']]
Predicted Ans:    Adolphe Menjou
Predicted Path:   Adolphe Menjou --[(INV) starred_actors]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Path (Raw):       Adolphe Menjou --[No Operation]--> Adolphe Menjou --[(INV) starred_actors]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Neg LogProb(↓):   0.689840
Path Entropy(↓):  1.234244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the director of the death of the incredible hulk
Start Entity:     The Death of the Incredible Hulk
Gold Answer:      [['Bill Bixby']]
Predicted Ans:    Bill Bixby
Predicted Path:   The Death of the Incredible Hulk --[directed_by]--> Bill Bixby --[(INV) directed_by]--> The Incredible Hulk Returns --[directed_by]--> Bill Bixby
Path (Raw):       The Death of the Incredible Hulk --[directed_by]--> Bill Bixby --[(INV) directed_by]--> The Incredible Hulk Returns --[directed_by]--> Bill Bixby
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by tim roth were released in which years
Start Entity:     Tim Roth
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Tim Roth --[(INV) directed_by]--> The War Zone --[release_year]--> 1999
Path (Raw):       Tim Roth --[No Operation]--> Tim Roth --[(INV) directed_by]--> The War Zone --[release_year]--> 1999
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.001046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of so close
Start Entity:     So Close
Gold Answer:      [['The New Legend of Shaolin', 'All for the Winner', 'No Retreat, No Surrender', 'Dragons Forever', 'No Retreat, No Surrender 2', 'The Transporter']]
Predicted Ans:    The Transporter
Predicted Path:   So Close --[directed_by]--> Corey Yuen --[(INV) directed_by]--> The Transporter
Path (Raw):       So Close --[No Operation]--> So Close --[directed_by]--> Corey Yuen --[(INV) directed_by]--> The Transporter
Neg LogProb(↓):   0.022325
Path Entropy(↓):  0.140302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of potiche
Start Entity:     Potiche
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Potiche --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[in_language]--> French
Path (Raw):       Potiche --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[in_language]--> French
Neg LogProb(↓):   0.034397
Path Entropy(↓):  0.177140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of his kind of woman
Start Entity:     His Kind of Woman
Gold Answer:      [['Macao', "Maria's Lovers", 'The Outlaw', 'That Championship Season', 'The Lusty Men', 'Pursued', 'The Racket', 'Villa Rides', 'Where Danger Lives', 'Witchfinder General', 'Blood on the Moon', 'El Dorado', 'The Hunters', 'What a Way to Go!', 'The Keys of the Kingdom', 'Dr. Goldfoot and the Girl Bombs', 'Dragonwyck', 'Bloodbath at the House of Death', 'Not as a Stranger', 'The Sundowners', 'Tales of Terror', 'River of No Return', 'The Oblong Box', 'Gentlemen Prefer Blondes', 'The Last Tycoon', 'My Forbidden Past', 'The Comedy of Terrors', 'Secret Ceremony', 'Twice-Told Tales', 'The Abominable Dr. Phibes', 'The Bat', 'The Masque of the Red Death', 'Dr. Phibes Rises Again', 'House on Haunted Hill', 'The Invisible Man Returns', 'Cape Fear', 'Out of the Past', 'The Night of the Hunter', 'Fire Down Below', 'The Last Man on Earth', 'Diary of a Madman', 'The Haunted Palace', 'The Big Steal', 'Holiday Affair', 'Man with the Gun', 'Champagne for Caesar', 'Undercurrent', 'The Tomb of Ligeia', 'Vincent', "Ryan's Daughter", 'Double Dynamite', 'The Tall Men', 'Angel Face', 'The Mad Magician', 'The Friends of Eddie Coyle', 'Leave Her to Heaven', 'Theatre of Blood', 'The Last Time I Saw Archie', 'The House of the Seven Gables', 'The Big Sleep', 'The Long Night', '5 Card Stud', 'The Grass Is Greener', 'Home from the Hill', 'The Bribe', 'House of Wax', 'The Tingler', 'Cry of the Banshee', 'Dr. Goldfoot and the Bikini Machine', 'Foreign Intrigue', 'Madhouse', 'The Monster Club', 'Anzio', 'The Wrath of God', 'Track of the Cat', 'The Good Guys and the Bad Guys', 'The Raven', 'Two for the Seesaw', 'The Baron of Arizona', 'House of Usher', 'Crossfire', 'The Whales of August', 'Son of Paleface', 'Laura', 'The Enemy Below', 'Farewell, My Lovely', 'The Las Vegas Story', 'The Paleface']]
Predicted Ans:    The Tingler
Predicted Path:   His Kind of Woman --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tingler
Path (Raw):       His Kind of Woman --[starred_actors]--> Vincent Price --[No Operation]--> Vincent Price --[(INV) starred_actors]--> The Tingler
Neg LogProb(↓):   1.767706
Path Entropy(↓):  2.377529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by brent mccorkle
Start Entity:     Brent McCorkle
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Brent McCorkle --[(INV) directed_by]--> Unconditional --[has_genre]--> Drama
Path (Raw):       Brent McCorkle --[No Operation]--> Brent McCorkle --[(INV) directed_by]--> Unconditional --[has_genre]--> Drama
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of une chambre en ville
Start Entity:     Une chambre en ville
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Une chambre en ville --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[has_genre]--> Musical
Path (Raw):       Une chambre en ville --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[has_genre]--> Musical
Neg LogProb(↓):   0.013464
Path Entropy(↓):  0.078361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film endangered species
Start Entity:     Endangered Species
Gold Answer:      [['Kevin Tenney']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Endangered Species --[written_by]--> Kevin Tenney --[(INV) written_by]--> Endangered Species --[written_by]--> Alan Rudolph
Path (Raw):       Endangered Species --[written_by]--> Kevin Tenney --[(INV) written_by]--> Endangered Species --[written_by]--> Alan Rudolph
Neg LogProb(↓):   0.561438
Path Entropy(↓):  0.797789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in vincere
Start Entity:     Vincere
Gold Answer:      [['Filippo Timi', 'Giovanna Mezzogiorno']]
Predicted Ans:    Filippo Timi
Predicted Path:   Vincere --[starred_actors]--> Filippo Timi --[(INV) starred_actors]--> Vincere --[starred_actors]--> Filippo Timi
Path (Raw):       Vincere --[starred_actors]--> Filippo Timi --[(INV) starred_actors]--> Vincere --[starred_actors]--> Filippo Timi
Neg LogProb(↓):   0.951770
Path Entropy(↓):  1.239550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie dudley do - right released
Start Entity:     Dudley Do-Right
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Dudley Do-Right --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Dudley Do-Right --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   3.013408
Path Entropy(↓):  4.348681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in dom hemingway
Start Entity:     Dom Hemingway
Gold Answer:      [['Romance', 'Drama', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Dom Hemingway --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Path (Raw):       Dom Hemingway --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Neg LogProb(↓):   0.028852
Path Entropy(↓):  0.139313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by george vecsey fall under
Start Entity:     George Vecsey
Gold Answer:      [['Music', 'Biography']]
Predicted Ans:    Biography
Predicted Path:   George Vecsey --[(INV) written_by]--> Coal Miner's Daughter --[has_genre]--> Biography
Path (Raw):       George Vecsey --[No Operation]--> George Vecsey --[(INV) written_by]--> Coal Miner's Daughter --[has_genre]--> Biography
Neg LogProb(↓):   0.224081
Path Entropy(↓):  0.501440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did elsa lanchester star in
Start Entity:     Elsa Lanchester
Gold Answer:      [['Witness for the Prosecution', 'The Inspector General', 'Willard', 'Come to the Stable', 'Mystery Street']]
Predicted Ans:    Me and the Colonel
Predicted Path:   Elsa Lanchester --[(INV) starred_actors]--> The Inspector General --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> Me and the Colonel
Path (Raw):       Elsa Lanchester --[(INV) starred_actors]--> The Inspector General --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> Me and the Colonel
Neg LogProb(↓):   0.700344
Path Entropy(↓):  1.192008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in walk the line
Start Entity:     Walk the Line
Gold Answer:      [['Romance', 'Family', 'Sport', 'Documentary', 'Biography', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Walk the Line --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[has_genre]--> Comedy
Path (Raw):       Walk the Line --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[has_genre]--> Comedy
Neg LogProb(↓):   0.663487
Path Entropy(↓):  1.745207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by tore svennberg were written by who
Start Entity:     Tore Svennberg
Gold Answer:      [['Victor Sjöström', 'Selma Lagerlöf']]
Predicted Ans:    Selma Lagerlöf
Predicted Path:   Tore Svennberg --[(INV) starred_actors]--> The Phantom Carriage --[written_by]--> Selma Lagerlöf
Path (Raw):       Tore Svennberg --[No Operation]--> Tore Svennberg --[(INV) starred_actors]--> The Phantom Carriage --[written_by]--> Selma Lagerlöf
Neg LogProb(↓):   0.007603
Path Entropy(↓):  0.044532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is the shining about
Start Entity:     The Shining
Gold Answer:      [['psychological', 'writer', 'kubrick', 'ghosts', 'psychic abilities', 'psychological horror', 'ghost', 'shelley duvall', 'nicholson', 'stanley kubrick', 'scatman crothers', 'stephen king', 'hotel', 'horror', 'jack nicholson']]
Predicted Ans:    psychic abilities
Predicted Path:   The Shining --[has_tags]--> scatman crothers --[(INV) has_tags]--> The Shining --[has_tags]--> psychic abilities
Path (Raw):       The Shining --[has_tags]--> scatman crothers --[(INV) has_tags]--> The Shining --[has_tags]--> psychic abilities
Neg LogProb(↓):   1.098533
Path Entropy(↓):  1.394566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by laura malmivaara
Start Entity:     Laura Malmivaara
Gold Answer:      [['Aku Louhimies', 'Gus Van Sant']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Laura Malmivaara --[(INV) starred_actors]--> Restless --[directed_by]--> Gus Van Sant
Path (Raw):       Laura Malmivaara --[No Operation]--> Laura Malmivaara --[(INV) starred_actors]--> Restless --[directed_by]--> Gus Van Sant
Neg LogProb(↓):   0.146344
Path Entropy(↓):  0.397894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film v. i. warshawski
Start Entity:     V.I. Warshawski
Gold Answer:      [['Michael Lessac', 'Steve Martin', 'Frank Galati', 'Bob Clark', 'Richard Condon', 'Janet Roach', 'Jerry Leichtling', 'Arlene Sarner', 'Lawrence Kasdan', 'Warren Adler', 'John Leekley', 'John Waters', 'Evan Rhodes', 'Sofia Coppola', 'Jeffrey Eugenides', 'Anne Tyler', 'Ian Abrams', 'Carl Reiner', "Dean O'Flaherty", 'Paul Wheeler', 'George Gipe']]
Predicted Ans:    Ian Abrams
Predicted Path:   V.I. Warshawski --[starred_actors]--> Kathleen Turner --[(INV) starred_actors]--> Undercover Blues --[written_by]--> Ian Abrams
Path (Raw):       V.I. Warshawski --[starred_actors]--> Kathleen Turner --[(INV) starred_actors]--> Undercover Blues --[written_by]--> Ian Abrams
Neg LogProb(↓):   0.458282
Path Entropy(↓):  1.064943
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did warren adler write the story for
Start Entity:     Warren Adler
Gold Answer:      [['The War of the Roses', 'Random Hearts']]
Predicted Ans:    Random Hearts
Predicted Path:   Warren Adler --[(INV) written_by]--> Random Hearts --[written_by]--> Warren Adler --[(INV) written_by]--> Random Hearts
Path (Raw):       Warren Adler --[(INV) written_by]--> Random Hearts --[written_by]--> Warren Adler --[(INV) written_by]--> Random Hearts
Neg LogProb(↓):   0.015603
Path Entropy(↓):  0.088052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the bachelor party
Start Entity:     The Bachelor Party
Gold Answer:      [['1976', '1980', '1964', '1971', '1969', '1955', '1956']]
Predicted Ans:    1971
Predicted Path:   The Bachelor Party --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[release_year]--> 1971
Path (Raw):       The Bachelor Party --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[release_year]--> 1971
Neg LogProb(↓):   0.481609
Path Entropy(↓):  1.138683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Sherry hormann directed which movies
Start Entity:     Sherry Hormann
Gold Answer:      [['Desert Flower']]
Predicted Ans:    Desert Flower
Predicted Path:   Sherry Hormann --[(INV) directed_by]--> Desert Flower --[directed_by]--> Sherry Hormann --[(INV) directed_by]--> Desert Flower
Path (Raw):       Sherry Hormann --[(INV) directed_by]--> Desert Flower --[directed_by]--> Sherry Hormann --[(INV) directed_by]--> Desert Flower
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about charles martin smith
Start Entity:     charles martin smith
Gold Answer:      [['The Snow Walker']]
Predicted Ans:    The Snow Walker
Predicted Path:   charles martin smith --[(INV) has_tags]--> The Snow Walker --[has_tags]--> charles martin smith --[(INV) has_tags]--> The Snow Walker
Path (Raw):       charles martin smith --[(INV) has_tags]--> The Snow Walker --[has_tags]--> charles martin smith --[(INV) has_tags]--> The Snow Walker
Neg LogProb(↓):   0.080294
Path Entropy(↓):  0.296358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of chester erskine written films
Start Entity:     Chester Erskine
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Chester Erskine --[(INV) written_by]--> The Egg and I --[release_year]--> 1947
Path (Raw):       Chester Erskine --[No Operation]--> Chester Erskine --[(INV) written_by]--> The Egg and I --[release_year]--> 1947
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Robert lepage was the director on which movies
Start Entity:     Robert Lepage
Gold Answer:      [['Possible Worlds', 'The Confessional']]
Predicted Ans:    The Confessional
Predicted Path:   Robert Lepage --[(INV) directed_by]--> The Confessional --[directed_by]--> Robert Lepage --[(INV) directed_by]--> The Confessional
Path (Raw):       Robert Lepage --[(INV) directed_by]--> The Confessional --[directed_by]--> Robert Lepage --[(INV) directed_by]--> The Confessional
Neg LogProb(↓):   0.047033
Path Entropy(↓):  0.216313
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of tony anthony written movies
Start Entity:     Tony Anthony
Gold Answer:      [['Ferdinando Baldi']]
Predicted Ans:    Ferdinando Baldi
Predicted Path:   Tony Anthony --[(INV) starred_actors]--> Comin' at Ya! --[directed_by]--> Ferdinando Baldi
Path (Raw):       Tony Anthony --[No Operation]--> Tony Anthony --[(INV) starred_actors]--> Comin' at Ya! --[directed_by]--> Ferdinando Baldi
Neg LogProb(↓):   0.087345
Path Entropy(↓):  0.306222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by claude zidi
Start Entity:     Claude Zidi
Gold Answer:      [['Raquel Welch', 'Jamie Lee Curtis', 'Arnold Schwarzenegger']]
Predicted Ans:    Arnold Schwarzenegger
Predicted Path:   Claude Zidi --[(INV) written_by]--> True Lies --[starred_actors]--> Arnold Schwarzenegger
Path (Raw):       Claude Zidi --[No Operation]--> Claude Zidi --[(INV) written_by]--> True Lies --[starred_actors]--> Arnold Schwarzenegger
Neg LogProb(↓):   0.008367
Path Entropy(↓):  0.048460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of boudu saved from drowning was who
Start Entity:     Boudu Saved from Drowning
Gold Answer:      [['Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   Boudu Saved from Drowning --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[directed_by]--> Jean Renoir
Path (Raw):       Boudu Saved from Drowning --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.698690
Path Entropy(↓):  0.912505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of it's alive were directed by who
Start Entity:     It's Alive
Gold Answer:      [['Sidney Lumet', 'John Flynn', 'David R. Ellis', 'Roland Joffé', 'William Lustig', 'Larry Cohen', 'Richard T. Heffron', 'Burt Kennedy']]
Predicted Ans:    Larry Cohen
Predicted Path:   It's Alive --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[directed_by]--> Larry Cohen
Path (Raw):       It's Alive --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[directed_by]--> Larry Cohen
Neg LogProb(↓):   1.382589
Path Entropy(↓):  2.121805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the guns of navarone
Start Entity:     The Guns of Navarone
Gold Answer:      [['Richard Attenborough', 'Brian G. Hutton', 'Guy Hamilton', 'Fred Zinnemann', 'Peter Markle', 'John Sturges', 'Michael Curtiz']]
Predicted Ans:    Fred Zinnemann
Predicted Path:   The Guns of Navarone --[written_by]--> Carl Foreman --[(INV) written_by]--> The Men --[directed_by]--> Fred Zinnemann
Path (Raw):       The Guns of Navarone --[written_by]--> Carl Foreman --[(INV) written_by]--> The Men --[directed_by]--> Fred Zinnemann
Neg LogProb(↓):   0.723741
Path Entropy(↓):  1.134003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Pete docter was the director on which movies
Start Entity:     Pete Docter
Gold Answer:      [['Up', 'Monsters, Inc.', "Mike's New Car"]]
Predicted Ans:    Up
Predicted Path:   Pete Docter --[(INV) directed_by]--> Up --[directed_by]--> Bob Peterson --[(INV) directed_by]--> Up
Path (Raw):       Pete Docter --[(INV) directed_by]--> Up --[directed_by]--> Bob Peterson --[(INV) directed_by]--> Up
Neg LogProb(↓):   0.237383
Path Entropy(↓):  0.673566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter tom lewis
Start Entity:     Tom Lewis
Gold Answer:      [['Loretta Young', 'Barry Sullivan']]
Predicted Ans:    Loretta Young
Predicted Path:   Tom Lewis --[(INV) written_by]--> Cause for Alarm! --[starred_actors]--> Loretta Young
Path (Raw):       Tom Lewis --[No Operation]--> Tom Lewis --[(INV) written_by]--> Cause for Alarm! --[starred_actors]--> Loretta Young
Neg LogProb(↓):   0.000703
Path Entropy(↓):  0.005805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in nineteen eighty - four
Start Entity:     Nineteen Eighty-Four
Gold Answer:      [['French', 'English', 'Greek', 'Korean', 'German']]
Predicted Ans:    English
Predicted Path:   Nineteen Eighty-Four --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Path (Raw):       Nineteen Eighty-Four --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.127584
Path Entropy(↓):  0.506191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film pillow talk
Start Entity:     Pillow Talk
Gold Answer:      [['George Cukor', 'John Huston', 'Dick Maas', 'Gordon Douglas', 'Richard Quine', 'Jean Negulesco', 'Blake Edwards', 'George Abbott', 'Roy Del Ruth', 'Frank Tashlin', 'Corey Allen', 'Walter Lang', 'George Pal', 'Roger Vadim', 'Raoul Walsh', 'Robert Aldrich', 'John Frankenheimer', 'George Marshall', 'Anthony Mann', 'Michael Curtiz', 'Howard Hawks', 'Douglas Sirk', 'David Miller', 'Michael Gordon', 'Jack Arnold', 'Mitchell Leisen', 'Samuel Fuller', 'Hy Averback', 'Charles Walters', 'Ricou Browning', 'Robert Mulligan', 'John Sturges', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Gene Kelly', 'George Seaton', 'Delbert Mann', 'Melvin Frank', 'Francesco Maselli', 'Andrew L. Stone', 'Ralph Levy', 'Norman Jewison', 'Charles Vidor', 'Richard Brooks', 'David Butler', 'George Stevens', 'Lewis Seiler', 'Arthur Hiller', 'Stuart Heisler']]
Predicted Ans:    Charles Walters
Predicted Path:   Pillow Talk --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Path (Raw):       Pillow Talk --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Neg LogProb(↓):   0.928172
Path Entropy(↓):  1.574978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by jeff rawle
Start Entity:     Jeff Rawle
Gold Answer:      [["Hugh O'Conor"]]
Predicted Ans:    Hugh O'Conor
Predicted Path:   Jeff Rawle --[(INV) written_by]--> The Young Poisoner's Handbook --[starred_actors]--> Hugh O'Conor
Path (Raw):       Jeff Rawle --[No Operation]--> Jeff Rawle --[(INV) written_by]--> The Young Poisoner's Handbook --[starred_actors]--> Hugh O'Conor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by josh radnor release
Start Entity:     Josh Radnor
Gold Answer:      [['2012', '2010']]
Predicted Ans:    2010
Predicted Path:   Josh Radnor --[(INV) written_by]--> Happythankyoumoreplease --[release_year]--> 2010
Path (Raw):       Josh Radnor --[No Operation]--> Josh Radnor --[(INV) written_by]--> Happythankyoumoreplease --[release_year]--> 2010
Neg LogProb(↓):   0.666888
Path Entropy(↓):  0.692793
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by daniel henney
Start Entity:     Daniel Henney
Gold Answer:      [['Daniel Hsia']]
Predicted Ans:    Daniel Hsia
Predicted Path:   Daniel Henney --[(INV) starred_actors]--> Shanghai Calling --[directed_by]--> Daniel Hsia
Path (Raw):       Daniel Henney --[No Operation]--> Daniel Henney --[(INV) starred_actors]--> Shanghai Calling --[directed_by]--> Daniel Hsia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by braulio mantovani
Start Entity:     Bráulio Mantovani
Gold Answer:      [['Douglas Silva', 'Leandro Firmino', 'Alexandre Rodrigues', 'Vinícius de Oliveira', 'Sandra Corveloni']]
Predicted Ans:    Vinícius de Oliveira
Predicted Path:   Bráulio Mantovani --[(INV) written_by]--> Linha de Passe --[starred_actors]--> Vinícius de Oliveira
Path (Raw):       Bráulio Mantovani --[No Operation]--> Bráulio Mantovani --[(INV) written_by]--> Linha de Passe --[starred_actors]--> Vinícius de Oliveira
Neg LogProb(↓):   0.591330
Path Entropy(↓):  0.705360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie somewhere
Start Entity:     Somewhere
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Somewhere --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Somewhere --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.606168
Path Entropy(↓):  4.053374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with clare peploe
Start Entity:     Clare Peploe
Gold Answer:      [['Bernardo Bertolucci', 'William Brookfield', 'Robert Mundi', 'James Hadley Chase', 'Marivaux']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   Clare Peploe --[(INV) written_by]--> The Triumph of Love --[written_by]--> Bernardo Bertolucci
Path (Raw):       Clare Peploe --[No Operation]--> Clare Peploe --[(INV) written_by]--> The Triumph of Love --[written_by]--> Bernardo Bertolucci
Neg LogProb(↓):   0.052614
Path Entropy(↓):  0.215573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a night at the opera are written by who
Start Entity:     A Night at the Opera
Gold Answer:      [['Frank Tashlin', 'Leo Rosten', 'Ben Hecht', 'Harry Crane', 'Mannie Manheim', 'Will B. Johnstone', 'Joseph Fields', 'Roland Kibbee', 'Mac Benoff', 'Harpo Marx']]
Predicted Ans:    Will B. Johnstone
Predicted Path:   A Night at the Opera --[starred_actors]--> Chico Marx --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Path (Raw):       A Night at the Opera --[starred_actors]--> Chico Marx --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Neg LogProb(↓):   0.696487
Path Entropy(↓):  1.168165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie night and the city
Start Entity:     Night and the City
Gold Answer:      [['Gene Tierney', 'Richard Widmark', 'Googie Withers']]
Predicted Ans:    Gene Tierney
Predicted Path:   Night and the City --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[starred_actors]--> Gene Tierney
Path (Raw):       Night and the City --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[starred_actors]--> Gene Tierney
Neg LogProb(↓):   0.791055
Path Entropy(↓):  1.003584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the defiance director
Start Entity:     Defiance
Gold Answer:      [['Marshall Herskovitz', 'John Logan', 'Edward Zwick', 'Ed Solomon', 'Jim Harrison', 'Kevin Jarre', 'Peter Burchard', 'Lincoln Kirstein', 'Robert Gould Shaw']]
Predicted Ans:    Edward Zwick
Predicted Path:   Defiance --[directed_by]--> Edward Zwick --[(INV) directed_by]--> The Siege --[written_by]--> Edward Zwick
Path (Raw):       Defiance --[directed_by]--> Edward Zwick --[(INV) directed_by]--> The Siege --[written_by]--> Edward Zwick
Neg LogProb(↓):   0.409382
Path Entropy(↓):  1.131790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by frank o'connor
Start Entity:     Frank O'Connor
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Frank O'Connor --[(INV) directed_by]--> Halo Legends --[has_genre]--> Animation
Path (Raw):       Frank O'Connor --[No Operation]--> Frank O'Connor --[(INV) directed_by]--> Halo Legends --[has_genre]--> Animation
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of cavalcade
Start Entity:     Cavalcade
Gold Answer:      [['George Cukor', 'Ernst Lubitsch', 'H.C. Potter', 'Tay Garnett', 'Curtis Bernhardt', 'Mervyn LeRoy', 'Henry King']]
Predicted Ans:    Henry King
Predicted Path:   Cavalcade --[written_by]--> Sonya Levien --[(INV) written_by]--> In Old Chicago --[directed_by]--> Henry King
Path (Raw):       Cavalcade --[written_by]--> Sonya Levien --[(INV) written_by]--> In Old Chicago --[directed_by]--> Henry King
Neg LogProb(↓):   0.155734
Path Entropy(↓):  0.484578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the last song
Start Entity:     The Last Song
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Last Song --[directed_by]--> Julie Anne Robinson --[(INV) directed_by]--> The Last Song --[has_genre]--> Drama
Path (Raw):       The Last Song --[directed_by]--> Julie Anne Robinson --[(INV) directed_by]--> The Last Song --[has_genre]--> Drama
Neg LogProb(↓):   0.173932
Path Entropy(↓):  0.450863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with mark linfield
Start Entity:     Mark Linfield
Gold Answer:      [['Bapsi Sidhwa', 'Deepa Mehta', 'Alastair Fothergill']]
Predicted Ans:    Mark Linfield
Predicted Path:   Mark Linfield --[(INV) written_by]--> Earth --[written_by]--> Mark Linfield
Path (Raw):       Mark Linfield --[No Operation]--> Mark Linfield --[(INV) written_by]--> Earth --[written_by]--> Mark Linfield
Neg LogProb(↓):   0.652796
Path Entropy(↓):  0.846886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of the brothers mcmullen
Start Entity:     The Brothers McMullen
Gold Answer:      [['Edward Burns']]
Predicted Ans:    Edward Burns
Predicted Path:   The Brothers McMullen --[directed_by]--> Edward Burns --[(INV) directed_by]--> Nice Guy Johnny --[written_by]--> Edward Burns
Path (Raw):       The Brothers McMullen --[directed_by]--> Edward Burns --[(INV) directed_by]--> Nice Guy Johnny --[written_by]--> Edward Burns
Neg LogProb(↓):   0.860002
Path Entropy(↓):  1.697712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed lili marleen
Start Entity:     Lili Marleen
Gold Answer:      [['Rainer Werner Fassbinder', 'Daniel F. Galouye', 'Michael Fengler', 'Jean Genet', 'Jacques Demy', 'Theodor Fontane', 'Vladimir Nabokov', 'Cornell Woolrich']]
Predicted Ans:    Jacques Demy
Predicted Path:   Lili Marleen --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[directed_by]--> Jacques Demy
Path (Raw):       Lili Marleen --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[directed_by]--> Jacques Demy
Neg LogProb(↓):   0.774706
Path Entropy(↓):  2.180513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie a handful of dust
Start Entity:     A Handful of Dust
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   A Handful of Dust --[release_year]--> 1988 --[(INV) release_year]--> She's Having a Baby --[release_year]--> 1988
Path (Raw):       A Handful of Dust --[release_year]--> 1988 --[(INV) release_year]--> She's Having a Baby --[release_year]--> 1988
Neg LogProb(↓):   2.905807
Path Entropy(↓):  4.203753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of his girl friday
Start Entity:     His Girl Friday
Gold Answer:      [['Angels Over Broadway', 'Can-Can', 'Spellbound', 'Queen of Outer Space', 'Monkey Business', 'Tales of Manhattan', 'The Sin of Madelon Claudet', 'Kiss of Death', 'Broadway Serenade', 'Design for Living', 'The Great Gabbo', 'Twentieth Century', 'Gunga Din', 'The Front Page', 'The Spirit of St. Louis', 'Viva Villa!', 'Nothing Sacred', 'Paid', 'Ride the Pink Horse', 'A Farewell to Arms', 'Where the Sidewalk Ends', 'Wuthering Heights', 'Mutiny on the Bounty', 'Gentlemen Prefer Blondes', 'Whirlpool']]
Predicted Ans:    A Farewell to Arms
Predicted Path:   His Girl Friday --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms
Path (Raw):       His Girl Friday --[No Operation]--> His Girl Friday --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms
Neg LogProb(↓):   0.489591
Path Entropy(↓):  1.486233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie we don't live here anymore
Start Entity:     We Don't Live Here Anymore
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   We Don't Live Here Anymore --[written_by]--> Andre Dubus --[(INV) written_by]--> In the Bedroom --[release_year]--> 2001
Path (Raw):       We Don't Live Here Anymore --[written_by]--> Andre Dubus --[(INV) written_by]--> In the Bedroom --[release_year]--> 2001
Neg LogProb(↓):   0.070462
Path Entropy(↓):  0.300888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of a sound of thunder
Start Entity:     A Sound of Thunder
Gold Answer:      [['Stay Tuned', 'The Musketeer', 'The Presidio', 'Beyond a Reasonable Doubt', 'End of Days', 'The Relic', 'Narrow Margin', 'Running Scared', 'Timecop', 'Outland', '2010', 'Sudden Death', 'The Star Chamber', 'Capricorn One', 'Enemies Closer', 'Busting']]
Predicted Ans:    The Star Chamber
Predicted Path:   A Sound of Thunder --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber
Path (Raw):       A Sound of Thunder --[No Operation]--> A Sound of Thunder --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber
Neg LogProb(↓):   0.485336
Path Entropy(↓):  1.379714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film frankenstein
Start Entity:     Frankenstein
Gold Answer:      [['1910']]
Predicted Ans:    1931
Predicted Path:   Frankenstein --[release_year]--> 1931 --[(INV) release_year]--> City Streets --[release_year]--> 1931
Path (Raw):       Frankenstein --[release_year]--> 1931 --[(INV) release_year]--> City Streets --[release_year]--> 1931
Neg LogProb(↓):   2.156836
Path Entropy(↓):  3.169183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by tommy chong were released in which years
Start Entity:     Tommy Chong
Gold Answer:      [['1990', '1978', '1981']]
Predicted Ans:    1978
Predicted Path:   Tommy Chong --[(INV) directed_by]--> Up in Smoke --[release_year]--> 1978
Path (Raw):       Tommy Chong --[No Operation]--> Tommy Chong --[(INV) directed_by]--> Up in Smoke --[release_year]--> 1978
Neg LogProb(↓):   0.179531
Path Entropy(↓):  0.517177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by neal israel release
Start Entity:     Neal Israel
Gold Answer:      [['1985', '1984']]
Predicted Ans:    1984
Predicted Path:   Neal Israel --[(INV) written_by]--> Bachelor Party --[release_year]--> 1984
Path (Raw):       Neal Israel --[No Operation]--> Neal Israel --[(INV) written_by]--> Bachelor Party --[release_year]--> 1984
Neg LogProb(↓):   0.057189
Path Entropy(↓):  0.244853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed champagne
Start Entity:     Champagne
Gold Answer:      [['Gordon Harker', 'Marlene Dietrich', 'Vera Miles', 'Cary Grant', 'Leo G. Carroll', 'Michael Chekhov', 'David Haig', 'Jon Finch', 'Gregory Peck', 'Elliott Gould', 'Ben Barnes', 'Karen Black', 'Herbert Lom', 'John Dall', 'George Sanders', 'Ann Todd', 'Kim Novak', 'Grace Kelly', 'Janet Leigh', 'Colin Firth', 'Ian Hunter', 'Allie MacDonald', 'Joan Fontaine', 'William Devane', 'Kristin Scott Thomas', 'Anne Baxter', 'Billie Whitelaw', 'Henry Fonda', 'Barry Foster', 'Alec McCowen', 'Nigel Bruce', 'Claude Rains', 'William Bendix', 'Mary Anderson', 'Michael Redgrave', 'Joseph Cotten', 'Franklin Dyall', 'Isabel Jeans', 'Joel McCrea', 'Cedric Hardwicke', 'Wendell Corey', 'Robert Cummings', 'Teresa Wright', 'Dame May Whitty', 'Judith Anderson', 'Hope Davis', 'Paul Lukas', 'Michael Wilding', 'James Mason', 'Bruce Dern', 'Farley Granger', 'Julie Andrews', 'Alfred Molina', 'Angela Lansbury', 'James Stewart', 'Barbara Harris', 'Margaret Lockwood', 'Anthony Perkins', 'Doris Day', 'Karin Dor', 'Frederick Stafford', 'Dany Robin', 'Patrick Malahide', 'Lydia Leonard', 'Karl Malden', 'Charles Laughton', 'Laurence Olivier', 'Sean Connery', 'Tippi Hedren', 'John Forsythe', 'Edmund Gwenn', 'Jamal Woolard', 'Edward Chapman', 'Norah Baring', 'Merle Oberon', "Maureen O'Hara", 'Ray Milland', 'John Gielgud', 'Madeleine Carroll', 'Robert Young', 'Arnold Schwarzenegger', 'Walter Slezak', 'Tallulah Bankhead', 'John Gavin', 'Anny Ondra', 'Malcolm Keen', 'Carl Brisson', 'Laird Cregar', 'Richard Todd', 'Rod Taylor', 'Jessica Tandy', 'Priscilla Lane', 'Jameson Thomas', 'Montgomery Clift', 'John Vernon', 'Laraine Day', 'Eva Marie Saint', 'Ingrid Bergman', 'Robert Donat', 'Suzanne Pleshette', 'Robert Walker', 'Cybill Shepherd', 'Ruth Roman', 'Kenneth More', 'Taina Elg', 'Thelma Ritter', 'Charles Coburn', 'Paul Newman', 'Jessica Biel', 'John Longden', 'Herbert Marshall', 'Jane Wyman', 'Peter Lorre']]
Predicted Ans:    Herbert Marshall
Predicted Path:   Champagne --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Path (Raw):       Champagne --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.570440
Path Entropy(↓):  1.366945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film san quentin were in which genres
Start Entity:     San Quentin
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   San Quentin --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       San Quentin --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.571833
Path Entropy(↓):  0.950912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie borderline were released in which years
Start Entity:     Borderline
Gold Answer:      [['1946', '1954', '1944', '1959', '1936', '2006', '1967', '1935', '1963', '1939', '1957', '1951', '1947', '1956', '1943', '1995', '1948', '1942', '1938', '1996', '1940', '2002', '1955', '1962', '1964', '1966', '1960', '1991', '1945', '1986', '1937', '1958']]
Predicted Ans:    1935
Predicted Path:   Borderline --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[release_year]--> 1935
Path (Raw):       Borderline --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[release_year]--> 1935
Neg LogProb(↓):   0.734427
Path Entropy(↓):  1.674964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the man in the iron mask
Start Entity:     The Man in the Iron Mask
Gold Answer:      [['Susan Seidelman', 'Stephen Frears', 'Cecil B. DeMille', 'Clint Eastwood', 'Leila Conners', 'Nadia Conners', 'Lasse Hallström', 'David Lynch', 'Lewis Milestone', 'John M. Stahl', 'Alfred E. Green', 'Bille August', 'Laurence Dunmore', 'Ernst Lubitsch', 'Sam Raimi', 'Neil Jordan', 'Joseph Kane', 'J.C. Chandor', 'Gilles Bourdos', 'Gillian Armstrong', 'Brian Klugman', 'Lee Sternthal', 'Bill Eagles', 'Robert Day', 'Sean McGinly', 'Randall Wallace', 'Rowland V. Lee', 'Terry Zwigoff', 'Volker Schlöndorff', 'Scott Kalvert', 'Fritz Lang', 'Howard Bretherton', 'Jerry Zaks', 'Martin Scorsese', 'Mervyn LeRoy', 'Quentin Tarantino', 'Damian Harris', 'Stanley Kubrick', 'Steve Rash', 'Ridley Scott', 'Douglas Sirk', 'Bernardo Bertolucci', 'Steven Soderbergh', 'David Cronenberg', 'Peter Godfrey', 'Danny Boyle', 'Raoul Ruiz', 'Michael Radford', 'Joseph L. Mankiewicz', 'Jane Campion', 'Liliana Cavani', 'Manoel de Oliveira', 'Edward Zwick', 'Jimmy Hayward', 'James Cameron', 'Karel Reisz', 'Christopher Nolan', 'Henry Hathaway', 'Alex Segal', 'Steve Sekely', 'Jack Gold', 'Michael Curtiz', 'Richard LaGravenese', 'Wim Wenders', 'Max Ophüls', 'Wesley Ruggles', 'Louis Malle', 'Vincente Minnelli', 'Mike Mendez', 'John Irvin', 'Roger Allers', 'Wayne Wang', 'Michelangelo Antonioni', 'Edgar Selwyn', 'Charles Vidor', 'George Cukor', 'E. Elias Merhige', 'Wolfgang Petersen', 'Adrian Lyne', 'Roland Joffé', 'Stefen Fangmeier', 'James Napier Robertson', 'Jean Negulesco', 'Ethan Coen', 'Dorothy Arzner', 'Jerzy Skolimowski', 'Baz Luhrmann', 'Boris Sagal', 'Benjamin Ross', 'Stephen Gyllenhaal', 'Steve Jacobs', 'René Clair', 'Steven Spielberg', 'William Keighley', 'Johnnie To', 'Rob Minkoff', 'Agnieszka Holland', 'Ed Harris', 'Gary Sinise', 'George Stevens', 'Eduardo Mignogna', 'Sam Mendes', 'Jean Renoir']]
Predicted Ans:    Fritz Lang
Predicted Path:   The Man in the Iron Mask --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       The Man in the Iron Mask --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.361363
Path Entropy(↓):  0.818149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in song of the sea
Start Entity:     Song of the Sea
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   Song of the Sea --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Path (Raw):       Song of the Sea --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Neg LogProb(↓):   0.271039
Path Entropy(↓):  0.560212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by three days of the condor actors
Start Entity:     Three Days of the Condor
Gold Answer:      [['Swedish', 'Hawaiian', 'English', 'Danish', 'Crow', 'Norwegian', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Three Days of the Condor --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Path (Raw):       Three Days of the Condor --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.243555
Path Entropy(↓):  0.626157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the shooter
Start Entity:     The Shooter
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Shooter --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Shooter --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.446229
Path Entropy(↓):  2.983681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the other son
Start Entity:     The Other Son
Gold Answer:      [['Lorraine Lévy']]
Predicted Ans:    Lorraine Lévy
Predicted Path:   The Other Son --[written_by]--> Lorraine Lévy --[(INV) written_by]--> The Other Son --[written_by]--> Lorraine Lévy
Path (Raw):       The Other Son --[written_by]--> Lorraine Lévy --[(INV) written_by]--> The Other Son --[written_by]--> Lorraine Lévy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie charlie chan carries on were released in which years
Start Entity:     Charlie Chan Carries On
Gold Answer:      [['1931', '1932', '1940']]
Predicted Ans:    1931
Predicted Path:   Charlie Chan Carries On --[directed_by]--> Hamilton MacFadden --[(INV) directed_by]--> Charlie Chan Carries On --[release_year]--> 1931
Path (Raw):       Charlie Chan Carries On --[directed_by]--> Hamilton MacFadden --[(INV) directed_by]--> Charlie Chan Carries On --[release_year]--> 1931
Neg LogProb(↓):   0.078073
Path Entropy(↓):  0.329148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by devon gummersall
Start Entity:     Devon Gummersall
Gold Answer:      [['Randal Kleiser']]
Predicted Ans:    Randal Kleiser
Predicted Path:   Devon Gummersall --[(INV) starred_actors]--> It's My Party --[written_by]--> Randal Kleiser
Path (Raw):       Devon Gummersall --[No Operation]--> Devon Gummersall --[(INV) starred_actors]--> It's My Party --[written_by]--> Randal Kleiser
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was mia maestro an actor in
Start Entity:     Mía Maestro
Gold Answer:      [['The Speed of Thought']]
Predicted Ans:    The Speed of Thought
Predicted Path:   Mía Maestro --[(INV) starred_actors]--> The Speed of Thought --[starred_actors]--> Mía Maestro --[(INV) starred_actors]--> The Speed of Thought
Path (Raw):       Mía Maestro --[(INV) starred_actors]--> The Speed of Thought --[starred_actors]--> Mía Maestro --[(INV) starred_actors]--> The Speed of Thought
Neg LogProb(↓):   0.979212
Path Entropy(↓):  1.015744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the bag man
Start Entity:     The Bag Man
Gold Answer:      [['Savage Steve Holland', 'Carol Sobieski', 'Priscilla Chapman', 'John Hartwell', 'Kevin Wade', 'Michael Mann', 'John Cusack', 'Jake LaMotta', 'David Mamet', 'Michael Cooney', 'Aki Kaurismäki', 'Ben Livingston', 'Hannah Shakespeare', 'Charlie Kaufman', 'Michael Cimino', 'Deric Washburn', 'Louis Garfinkle', 'Quinn K. Redeker', 'Jim Jarmusch', 'Ramón Menéndez', 'Mark Bowden', 'Tom Musca', 'Kenneth Lonergan', 'Richard Russo', 'Robert Benton', 'Rodrigo Cortés', 'William Hjortsberg', 'Greg Glienna', 'Mary Ruth Clarke', 'Jim Herzfeld', 'Georges Simenon', "Morgan O'Neill", 'Tonino Guerra', 'Scott Walker', 'Massimo De Rita', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Daniel E. Taylor', 'Kario Salem', 'Fyodor Dostoevsky', 'Herman Melville', 'Charles McKeown', 'Art Linson', 'Scott Phillips', 'Trent Harris', 'James Mangold', 'Mardik Martin', 'Scott McPherson', 'Michael Crichton', 'Nicholas Pileggi', 'Martin Scorsese', 'Robert Bolt', 'Giuseppe Tornatore', 'Alan Glynn', 'Gerald Kersh', 'Bruce Wagner', 'Richard Matheson', 'John D. MacDonald', 'Bernardo Bertolucci', 'Joel Schumacher', 'Chazz Palminteri', 'Marc Klein', 'Justin Zackham', 'Karine Sudan', 'Mark Harris', 'Neal Jimenez', 'Cédric Kahn', 'Bill Fishman', 'Oliver Sacks', 'Stephen Metcalfe', 'Dibakar Banerjee', 'Ranulph Fiennes', 'Nick Hornby', 'Hilary Henkin', 'Larry Beinhart', 'Joan Didion', 'John Gregory Dunne', 'Gregory Widen', 'Guy Bolton', 'Marcelle Maurette', 'Joseph Anthony', 'Luc Besson', 'David O. Russell', 'Nick Flynn', 'Peter Tolan', 'Roland Emmerich', 'F. Scott Fitzgerald', 'Ranald MacDougall', 'Jonathan Parker', 'Alan Parker', 'Peter Abrahams', 'Jim Thompson', 'Gary David Goldberg', 'Claire Cook', 'John Grisham', 'Sergio Leone', 'John Berendt', 'Shane Acker', 'Edgar Allan Poe', 'William Dear', 'Pamela Pettler', 'Paul Schrader', 'Jonathan Roberts', 'Paul Morrissey', 'Albert Husson', 'Brian De Palma', 'Richard Price', 'Mary Shelley', 'Kirk Jones', 'Menahem Golan', 'Tom Stoppard', 'Peter McCarthy', 'J.D. Zeik', 'Ulli Lommel', 'Tobias Wolff', 'Lee Daniels', 'Matthew Quick', 'Ettore Scola', 'Tonino Benacquista', 'Terry Gilliam', 'T. Coraghessan Boyle', 'James R. Webb', 'Robert Zemeckis', 'Cameron Crowe', 'Bob Gale', 'S.K. Lauren', 'Harold Ramis', 'Billy Crystal', 'John Hamburg', 'Evan Daugherty', 'Donald E. Westlake', 'Robert Rodriguez', 'Edward Anderson', 'Harold Pinter', 'Irwin Winkler', 'Bob Randall']]
Predicted Ans:    Martin Scorsese
Predicted Path:   The Bag Man --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Martin Scorsese
Path (Raw):       The Bag Man --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Martin Scorsese
Neg LogProb(↓):   1.165970
Path Entropy(↓):  2.384444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor yuji okumoto co - starred with who
Start Entity:     Yuji Okumoto
Gold Answer:      [['Chris Makepeace', 'Margaret Colin', 'James Woods', 'Don Michael Paul']]
Predicted Ans:    James Woods
Predicted Path:   Yuji Okumoto --[(INV) starred_actors]--> True Believer --[starred_actors]--> James Woods
Path (Raw):       Yuji Okumoto --[No Operation]--> Yuji Okumoto --[(INV) starred_actors]--> True Believer --[starred_actors]--> James Woods
Neg LogProb(↓):   0.016462
Path Entropy(↓):  0.084643
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film green card
Start Entity:     Green Card
Gold Answer:      [['Andrew Niccol', 'Paul Theroux', 'Peter Weir', 'Pamela Wallace', 'Earl W. Wallace', 'William Kelley', 'Cliff Green', 'Joan Lindsay', 'Rafael Yglesias', 'Tom Schulman']]
Predicted Ans:    Peter Weir
Predicted Path:   Green Card --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Year of Living Dangerously --[written_by]--> Peter Weir
Path (Raw):       Green Card --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Year of Living Dangerously --[written_by]--> Peter Weir
Neg LogProb(↓):   0.547386
Path Entropy(↓):  1.245944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the little shop of horrors director
Start Entity:     The Little Shop of Horrors
Gold Answer:      [['Joyce Hooper Corrington', 'Nicholas Niciphor', 'Ulli Lommel', 'Charles Beaumont', 'Richard Matheson', 'John Sayles', 'Lou Rusoff', 'Charles B. Griffith', 'Claire Denis', 'John William Corrington', 'Ben Livingston', 'Hannah Shakespeare', 'Edgar Allan Poe', 'Jack Nicholson', 'Howard Browne', 'R. Wright Campbell', 'Robert Towne']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Little Shop of Horrors --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace --[written_by]--> Edgar Allan Poe
Path (Raw):       The Little Shop of Horrors --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.371546
Path Entropy(↓):  1.789866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the dangerous ground director release
Start Entity:     Dangerous Ground
Gold Answer:      [['1995', '1951', '1993', '2004']]
Predicted Ans:    1997
Predicted Path:   Dangerous Ground --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground --[release_year]--> 1997
Path (Raw):       Dangerous Ground --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground --[release_year]--> 1997
Neg LogProb(↓):   0.437244
Path Entropy(↓):  0.975354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by damian lewis were in which languages
Start Entity:     Damian Lewis
Gold Answer:      [['Greek']]
Predicted Ans:    stephen king
Predicted Path:   Damian Lewis --[(INV) starred_actors]--> Dreamcatcher --[has_tags]--> stephen king
Path (Raw):       Damian Lewis --[No Operation]--> Damian Lewis --[(INV) starred_actors]--> Dreamcatcher --[has_tags]--> stephen king
Neg LogProb(↓):   0.520113
Path Entropy(↓):  0.677092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of lorna is also the director of which films
Start Entity:     Lorna
Gold Answer:      [['Beyond the Valley of the Dolls', 'Up!', 'Faster, Pussycat! Kill! Kill!', 'Wild Gals of the Naked West', 'Mudhoney', 'Beneath the Valley of the Ultra-Vixens', 'Supervixens', 'Vixen!']]
Predicted Ans:    Beneath the Valley of the Ultra-Vixens
Predicted Path:   Lorna --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beneath the Valley of the Ultra-Vixens
Path (Raw):       Lorna --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beneath the Valley of the Ultra-Vixens --[No Operation]--> Beneath the Valley of the Ultra-Vixens
Neg LogProb(↓):   0.612010
Path Entropy(↓):  1.085477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film even the rain
Start Entity:     Even the Rain
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Even the Rain --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Even the Rain --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.024029
Path Entropy(↓):  1.968931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the rainy dog director
Start Entity:     Rainy Dog
Gold Answer:      [['Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Rainy Dog --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[has_genre]--> Comedy
Path (Raw):       Rainy Dog --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[has_genre]--> Comedy
Neg LogProb(↓):   0.469863
Path Entropy(↓):  1.028919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with john hargreaves
Start Entity:     John Hargreaves
Gold Answer:      [['Briony Behets']]
Predicted Ans:    John Hargreaves
Predicted Path:   John Hargreaves --[(INV) starred_actors]--> Long Weekend --[starred_actors]--> John Hargreaves
Path (Raw):       John Hargreaves --[No Operation]--> John Hargreaves --[(INV) starred_actors]--> Long Weekend --[starred_actors]--> John Hargreaves
Neg LogProb(↓):   0.007000
Path Entropy(↓):  0.041585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same director of earth vs. the spider
Start Entity:     Earth vs. the Spider
Gold Answer:      [['Broken Vessels', 'Cruel Intentions 3']]
Predicted Ans:    Broken Vessels
Predicted Path:   Earth vs. the Spider --[directed_by]--> Scott Ziehl --[(INV) directed_by]--> Broken Vessels
Path (Raw):       Earth vs. the Spider --[directed_by]--> Scott Ziehl --[(INV) directed_by]--> Broken Vessels --[No Operation]--> Broken Vessels
Neg LogProb(↓):   0.029923
Path Entropy(↓):  0.145958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor gene davis co - starred with who
Start Entity:     Gene Davis
Gold Answer:      [['Andrew Stevens', 'Charles Bronson', 'Lisa Eilbacher']]
Predicted Ans:    Charles Bronson
Predicted Path:   Gene Davis --[(INV) starred_actors]--> 10 to Midnight --[starred_actors]--> Charles Bronson
Path (Raw):       Gene Davis --[No Operation]--> Gene Davis --[(INV) starred_actors]--> 10 to Midnight --[starred_actors]--> Charles Bronson
Neg LogProb(↓):   0.001815
Path Entropy(↓):  0.014026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the invisible man were in which genres
Start Entity:     The Invisible Man
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Invisible Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       The Invisible Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   0.033397
Path Entropy(↓):  0.197925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in clerks
Start Entity:     Clerks
Gold Answer:      [['Kevin Smith', 'Jeff Anderson', 'Bryan Johnson']]
Predicted Ans:    Kevin Smith
Predicted Path:   Clerks --[starred_actors]--> Brian O'Halloran --[(INV) starred_actors]--> Clerks II --[written_by]--> Kevin Smith
Path (Raw):       Clerks --[starred_actors]--> Brian O'Halloran --[(INV) starred_actors]--> Clerks II --[written_by]--> Kevin Smith
Neg LogProb(↓):   0.403890
Path Entropy(↓):  0.948827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed harold and maude
Start Entity:     Harold and Maude
Gold Answer:      [['1976', '1978', '1970', '1975', '1982', '1973', '1985', '1979', '1986']]
Predicted Ans:    1986
Predicted Path:   Harold and Maude --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Path (Raw):       Harold and Maude --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Neg LogProb(↓):   0.301312
Path Entropy(↓):  0.883108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the food of the gods
Start Entity:     The Food of the Gods
Gold Answer:      [['1962', '2009', '1957', '1960', '1965', '1958', '1977']]
Predicted Ans:    1960
Predicted Path:   The Food of the Gods --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[release_year]--> 1960
Path (Raw):       The Food of the Gods --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[release_year]--> 1960
Neg LogProb(↓):   1.048411
Path Entropy(↓):  1.291999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of girl crazy is also the director of which movies
Start Entity:     Girl Crazy
Gold Answer:      [["Don't Give Up the Ship", 'G.I. Blues', 'Dr. Goldfoot and the Bikini Machine', 'Gold Diggers of 1935', 'Lucky Night', 'Onionhead', 'If I Had a Million', 'Bright Lights', 'For Me and My Gal', 'The Adventures of Tom Sawyer', 'Dames', 'Take Me Out to the Ball Game', 'Strike Up the Band', 'The Toast of New Orleans', 'Babes on Broadway', 'They Made Me a Criminal', 'Room for One More', "The Gang's All Here", 'Lady Be Good', 'Rich, Young and Pretty', 'Boys Town', 'Broadway Melody of 1940', 'Skippy', 'Design for Scandal', "We're Not Dressing"]]
Predicted Ans:    Girl Crazy
Predicted Path:   Girl Crazy --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy
Path (Raw):       Girl Crazy --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[No Operation]--> Girl Crazy
Neg LogProb(↓):   0.367429
Path Entropy(↓):  0.967200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with into the white fall under
Start Entity:     Into the White
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Into the White --[starred_actors]--> David Kross --[(INV) starred_actors]--> The Reader --[has_genre]--> Drama
Path (Raw):       Into the White --[starred_actors]--> David Kross --[(INV) starred_actors]--> The Reader --[has_genre]--> Drama
Neg LogProb(↓):   0.000265
Path Entropy(↓):  0.002776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by seems like old times actors
Start Entity:     Seems Like Old Times
Gold Answer:      [['Aram Avakian', 'Peter Farrelly', 'Elaine May', 'Stephen Herek', 'Chris Menges', 'Ken Shapiro', 'Merian C. Cooper', 'Jonathan Demme', 'John Badham', 'John Landis', 'William Friedkin', 'Roy Boulting', 'Bob Dolman', 'Stephen Kessler', 'Hal Ashby', 'Rod Daniel', 'Colin Higgins', 'Joel Schumacher', 'John Carpenter', 'Gene Wilder', 'Hugh Wilson', 'George Roy Hill', 'Herbert Ross', 'Steven Spielberg', 'Gene Saks', 'Peter Hewitt', 'Robert Zemeckis', 'Jesse Peretz', 'Harold Ramis', 'Garry Marshall', 'Martin Brest', 'Fred Schepisi', 'John Guillermin', 'Brian Levant', 'Norman Jewison', 'Ernest B. Schoedsack', 'Richard Brooks', 'Milton Katselas', 'Peter Jackson', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Seems Like Old Times --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> The First Wives Club --[directed_by]--> Hugh Wilson
Path (Raw):       Seems Like Old Times --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> The First Wives Club --[directed_by]--> Hugh Wilson
Neg LogProb(↓):   1.267886
Path Entropy(↓):  2.157594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed stopped on track
Start Entity:     Stopped on Track
Gold Answer:      [['Andreas Dresen']]
Predicted Ans:    Andreas Dresen
Predicted Path:   Stopped on Track --[directed_by]--> Andreas Dresen --[(INV) directed_by]--> Stopped on Track --[written_by]--> Andreas Dresen
Path (Raw):       Stopped on Track --[directed_by]--> Andreas Dresen --[(INV) directed_by]--> Stopped on Track --[written_by]--> Andreas Dresen
Neg LogProb(↓):   0.036199
Path Entropy(↓):  0.158251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by caroline thompson were in which languages
Start Entity:     Caroline Thompson
Gold Answer:      [['Norwegian']]
Predicted Ans:    hugo award
Predicted Path:   Caroline Thompson --[(INV) written_by]--> Edward Scissorhands --[has_tags]--> hugo award
Path (Raw):       Caroline Thompson --[No Operation]--> Caroline Thompson --[(INV) written_by]--> Edward Scissorhands --[has_tags]--> hugo award
Neg LogProb(↓):   0.055886
Path Entropy(↓):  0.220653
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies acted by yakima canutt release
Start Entity:     Yakima Canutt
Gold Answer:      [['1934', '1933']]
Predicted Ans:    1934
Predicted Path:   Yakima Canutt --[(INV) starred_actors]--> The Star Packer --[release_year]--> 1934
Path (Raw):       Yakima Canutt --[No Operation]--> Yakima Canutt --[(INV) starred_actors]--> The Star Packer --[release_year]--> 1934
Neg LogProb(↓):   0.006171
Path Entropy(↓):  0.037453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by mac and me screenwriters
Start Entity:     Mac and Me
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Mac and Me --[written_by]--> Stewart Raffill --[(INV) written_by]--> Mac and Me --[has_genre]--> Adventure
Path (Raw):       Mac and Me --[written_by]--> Stewart Raffill --[(INV) written_by]--> Mac and Me --[has_genre]--> Adventure
Neg LogProb(↓):   0.172903
Path Entropy(↓):  0.562535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of eagle vs shark
Start Entity:     Eagle vs Shark
Gold Answer:      [['Boy', 'What We Do in the Shadows']]
Predicted Ans:    What We Do in the Shadows
Predicted Path:   Eagle vs Shark --[directed_by]--> Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows
Path (Raw):       Eagle vs Shark --[directed_by]--> Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows --[No Operation]--> What We Do in the Shadows
Neg LogProb(↓):   0.037582
Path Entropy(↓):  0.158153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the moment after
Start Entity:     The Moment After
Gold Answer:      [['Alex Kendrick']]
Predicted Ans:    Alex Kendrick
Predicted Path:   The Moment After --[starred_actors]--> Kevin Downes --[(INV) starred_actors]--> Courageous --[directed_by]--> Alex Kendrick
Path (Raw):       The Moment After --[starred_actors]--> Kevin Downes --[(INV) starred_actors]--> Courageous --[directed_by]--> Alex Kendrick
Neg LogProb(↓):   0.017346
Path Entropy(↓):  0.090105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with jaroslava schallerova
Start Entity:     Jaroslava Schallerová
Gold Answer:      [['Petr Kopriva']]
Predicted Ans:    Petr Kopriva
Predicted Path:   Jaroslava Schallerová --[(INV) starred_actors]--> Valerie and Her Week of Wonders --[starred_actors]--> Petr Kopriva
Path (Raw):       Jaroslava Schallerová --[No Operation]--> Jaroslava Schallerová --[(INV) starred_actors]--> Valerie and Her Week of Wonders --[starred_actors]--> Petr Kopriva
Neg LogProb(↓):   0.253036
Path Entropy(↓):  0.531387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film good neighbors
Start Entity:     Good Neighbors
Gold Answer:      [['Jacob Tierney']]
Predicted Ans:    Jacob Tierney
Predicted Path:   Good Neighbors --[directed_by]--> Jacob Tierney --[(INV) directed_by]--> Good Neighbors --[written_by]--> Jacob Tierney
Path (Raw):       Good Neighbors --[directed_by]--> Jacob Tierney --[(INV) directed_by]--> Good Neighbors --[written_by]--> Jacob Tierney
Neg LogProb(↓):   0.073760
Path Entropy(↓):  0.284663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of bad taste also directed which movies
Start Entity:     Bad Taste
Gold Answer:      [['The Frighteners', 'King Kong', 'Meet the Feebles', 'Heavenly Creatures', 'The Lovely Bones', 'Forgotten Silver']]
Predicted Ans:    King Kong
Predicted Path:   Bad Taste --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong
Path (Raw):       Bad Taste --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[No Operation]--> King Kong
Neg LogProb(↓):   0.169494
Path Entropy(↓):  0.697918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the blues brothers
Start Entity:     The Blues Brothers
Gold Answer:      [['Jerry Zucker', 'Timothy Harris', 'Herschel Weingrod', 'Steve Martin', 'Douglas Kenney', 'Jim Mulholland', 'Michael Barrie', 'James Marshall', 'Harry Allard', 'John Landis', 'Eddie Murphy', 'Randy Newman', 'Lorne Michaels', 'Chris Miller', 'Claude Magnier', 'Jim Abrahams', 'Harold Ramis', 'Dan Aykroyd', 'David Zucker', 'Dave Thomas']]
Predicted Ans:    Claude Magnier
Predicted Path:   The Blues Brothers --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[written_by]--> Claude Magnier
Path (Raw):       The Blues Brothers --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[written_by]--> Claude Magnier
Neg LogProb(↓):   1.459468
Path Entropy(↓):  1.973762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by my wife's relations actors release
Start Entity:     My Wife's Relations
Gold Answer:      [['1998', '1948', '1933', '1966', '1923', '1921', '1920', '1918', '1925', '1928', '2014', '1929', '1926', '1981', '1922', '1952', '1930']]
Predicted Ans:    1922
Predicted Path:   My Wife's Relations --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Blacksmith --[release_year]--> 1922
Path (Raw):       My Wife's Relations --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Blacksmith --[release_year]--> 1922
Neg LogProb(↓):   1.839818
Path Entropy(↓):  2.204528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by etsushi toyokawa were released in which years
Start Entity:     Etsushi Toyokawa
Gold Answer:      [['2008', '1995', '2005']]
Predicted Ans:    1995
Predicted Path:   Etsushi Toyokawa --[(INV) starred_actors]--> Love Letter --[release_year]--> 1995
Path (Raw):       Etsushi Toyokawa --[No Operation]--> Etsushi Toyokawa --[(INV) starred_actors]--> Love Letter --[release_year]--> 1995
Neg LogProb(↓):   1.005401
Path Entropy(↓):  0.656737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by yuri mamin released
Start Entity:     Yuri Mamin
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Yuri Mamin --[(INV) written_by]--> Window to Paris --[release_year]--> 1993
Path (Raw):       Yuri Mamin --[No Operation]--> Yuri Mamin --[(INV) written_by]--> Window to Paris --[release_year]--> 1993
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by ti west fall under
Start Entity:     Ti West
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Ti West --[(INV) directed_by]--> The Innkeepers --[has_genre]--> Horror
Path (Raw):       Ti West --[No Operation]--> Ti West --[(INV) directed_by]--> The Innkeepers --[has_genre]--> Horror
Neg LogProb(↓):   0.476604
Path Entropy(↓):  0.771593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by hiroshima
Start Entity:     hiroshima
Gold Answer:      [['Barefoot Gen']]
Predicted Ans:    Cencoroll
Predicted Path:   hiroshima --[(INV) has_tags]--> Barefoot Gen --[has_tags]--> anime --[(INV) has_tags]--> Cencoroll
Path (Raw):       hiroshima --[(INV) has_tags]--> Barefoot Gen --[has_tags]--> anime --[(INV) has_tags]--> Cencoroll
Neg LogProb(↓):   0.489503
Path Entropy(↓):  0.875961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by train actors release
Start Entity:     Train
Gold Answer:      [['1995', '2009', '2001', '1994', '1999']]
Predicted Ans:    2009
Predicted Path:   Train --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[release_year]--> 2009
Path (Raw):       Train --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[release_year]--> 2009
Neg LogProb(↓):   0.502608
Path Entropy(↓):  0.937025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in free ride
Start Entity:     Free Ride
Gold Answer:      [['Drama', 'Horror', 'Family', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Free Ride --[starred_actors]--> Anna Paquin --[(INV) starred_actors]--> Fly Away Home --[has_genre]--> Drama
Path (Raw):       Free Ride --[starred_actors]--> Anna Paquin --[(INV) starred_actors]--> Fly Away Home --[has_genre]--> Drama
Neg LogProb(↓):   0.699586
Path Entropy(↓):  1.027893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was another cinderella story released
Start Entity:     Another Cinderella Story
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Another Cinderella Story --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Another Cinderella Story --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.634030
Path Entropy(↓):  4.092154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is the 40 - year - old virgin
Start Entity:     The 40-Year-Old Virgin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The 40-Year-Old Virgin --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The 40-Year-Old Virgin --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.140954
Path Entropy(↓):  4.534896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of fargo
Start Entity:     Fargo
Gold Answer:      [['Ronald Neame', 'Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Alexander Payne', 'Gérard Depardieu', 'Gurinder Chadha', 'Wes Craven', 'Sam Raimi', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Alfonso Cuarón', 'Tom Tykwer', 'Joel Coen', 'J. Todd Anderson', 'Alexander Mackendrick', 'Michael Hoffman']]
Predicted Ans:    Ethan Coen
Predicted Path:   Fargo --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[directed_by]--> Ethan Coen
Path (Raw):       Fargo --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[directed_by]--> Ethan Coen
Neg LogProb(↓):   0.106500
Path Entropy(↓):  0.496431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of pollock starred who
Start Entity:     Pollock
Gold Answer:      [['Jeremy Irons']]
Predicted Ans:    Jeremy Irons
Predicted Path:   Pollock --[directed_by]--> Ed Harris --[(INV) directed_by]--> Appaloosa --[starred_actors]--> Jeremy Irons
Path (Raw):       Pollock --[directed_by]--> Ed Harris --[(INV) directed_by]--> Appaloosa --[starred_actors]--> Jeremy Irons
Neg LogProb(↓):   0.621102
Path Entropy(↓):  0.690450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie underworld about
Start Entity:     Underworld
Gold Answer:      [['vampires', 'vampire', 'gothic', 'kate beckinsale', 'action', 'werewolf']]
Predicted Ans:    werewolf
Predicted Path:   Underworld --[has_tags]--> werewolf --[(INV) has_tags]--> Bad Moon --[has_tags]--> werewolf
Path (Raw):       Underworld --[has_tags]--> werewolf --[(INV) has_tags]--> Bad Moon --[has_tags]--> werewolf
Neg LogProb(↓):   0.122727
Path Entropy(↓):  0.425409
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with monckton hoffe
Start Entity:     Monckton Hoffe
Gold Answer:      [['Preston Sturges']]
Predicted Ans:    Preston Sturges
Predicted Path:   Monckton Hoffe --[(INV) written_by]--> The Lady Eve --[written_by]--> Preston Sturges
Path (Raw):       Monckton Hoffe --[No Operation]--> Monckton Hoffe --[(INV) written_by]--> The Lady Eve --[written_by]--> Preston Sturges
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film rage in heaven
Start Entity:     Rage in Heaven
Gold Answer:      [['Seton I. Miller', 'Patrick Hamilton', 'Martin Flavin', 'Angus MacPhail', 'Dudley Nichols', 'Frederick Lonsdale', 'Joseph Farnham', 'Lewis Milestone', 'Jerome Cady', 'Kathleen Winsor', 'Neil H. Swanson', 'Donald Ogden Stewart', 'Samuel A. Taylor', 'Rudyard Kipling', 'Clara Beranger', 'Anita Loos', 'Albert Lewin', 'Ben Hecht', 'Philip G. Epstein', 'John Lee Mahin', 'Frances Marion', 'Harry Segall', 'Charles Einstein', 'Abe Burrows', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'David Ondaatje', 'Joan Harrison', 'Dorothy B. Hughes', 'Colette', 'James Hilton', 'Joseph L. Mankiewicz', 'Guy Bolton', 'Marcelle Maurette', 'Rachel Crothers', 'Ernest Hemingway', 'Howard Lindsay', 'Russel Crouse', 'Wolf Rilla', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Robert Benchley', 'John Wyndham', 'Arthur Sheekman', 'Sidney Buchman', 'Ingmar Bergman', 'Maxwell Anderson', 'Edna Ferber', 'John Gay', 'Sir Walter Scott', 'Charles Bennett', 'Francis de Croisset', 'William L. White', 'Mauri Grashin', 'Fredric M. Frank', 'Raymond Chandler', 'Vladimir Jabotinsky', 'Andrew Solt', 'Philip Dunne', 'Mildred Cram', 'Leon G. Turrou', 'Erich Maria Remarque', 'Casey Robinson', 'Harold Lamb', 'Barré Lyndon', 'Marie Belloc Lowndes', 'Françoise Sagan', 'Frank Fenton', 'Lynn Root', 'Jules Verne', 'Roberto Rossellini', 'Edward Barry Roberts', 'Leslie Charteris', 'Æneas MacKenzie', 'Noel Langley', 'Marguerite Roberts', 'Leo McCarey', 'Nathaniel Hawthorne', 'Pierre Barillet', 'S.K. Lauren', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Oscar Wilde', 'Norman Krasna', 'Jean Renoir']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Rage in Heaven --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Rage in Heaven --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.408097
Path Entropy(↓):  1.192617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie ruby cairo
Start Entity:     Ruby Cairo
Gold Answer:      [['Graeme Clifford']]
Predicted Ans:    Graeme Clifford
Predicted Path:   Ruby Cairo --[directed_by]--> Graeme Clifford --[(INV) directed_by]--> Ruby Cairo --[directed_by]--> Graeme Clifford
Path (Raw):       Ruby Cairo --[directed_by]--> Graeme Clifford --[(INV) directed_by]--> Ruby Cairo --[directed_by]--> Graeme Clifford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by joseph d. pistone
Start Entity:     Joseph D. Pistone
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Joseph D. Pistone --[(INV) written_by]--> Donnie Brasco --[has_genre]--> Drama
Path (Raw):       Joseph D. Pistone --[No Operation]--> Joseph D. Pistone --[(INV) written_by]--> Donnie Brasco --[has_genre]--> Drama
Neg LogProb(↓):   0.024590
Path Entropy(↓):  0.114305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of i am sam
Start Entity:     I Am Sam
Gold Answer:      [['Corrina, Corrina']]
Predicted Ans:    I Am Sam
Predicted Path:   I Am Sam --[directed_by]--> Jessie Nelson --[(INV) directed_by]--> I Am Sam
Path (Raw):       I Am Sam --[directed_by]--> Jessie Nelson --[(INV) directed_by]--> I Am Sam --[No Operation]--> I Am Sam
Neg LogProb(↓):   0.161762
Path Entropy(↓):  0.429710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe film the page turner
Start Entity:     The Page Turner
Gold Answer:      [['french']]
Predicted Ans:    french
Predicted Path:   The Page Turner --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Path (Raw):       The Page Turner --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Neg LogProb(↓):   0.476839
Path Entropy(↓):  1.039357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of corey haim starred movies
Start Entity:     Corey Haim
Gold Answer:      [['1988', '1985', '1994', '1987', '1986', '1984']]
Predicted Ans:    1985
Predicted Path:   Corey Haim --[(INV) starred_actors]--> Murphy's Romance --[release_year]--> 1985
Path (Raw):       Corey Haim --[No Operation]--> Corey Haim --[(INV) starred_actors]--> Murphy's Romance --[release_year]--> 1985
Neg LogProb(↓):   0.423774
Path Entropy(↓):  1.012792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of dangerous also wrote which films
Start Entity:     Dangerous
Gold Answer:      [['Bordertown', 'Front Page Woman']]
Predicted Ans:    Bordertown
Predicted Path:   Dangerous --[written_by]--> Laird Doyle --[(INV) written_by]--> Bordertown
Path (Raw):       Dangerous --[written_by]--> Laird Doyle --[(INV) written_by]--> Bordertown --[No Operation]--> Bordertown
Neg LogProb(↓):   0.015393
Path Entropy(↓):  0.087689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by the servant writers
Start Entity:     The Servant
Gold Answer:      [['Drama', 'Comedy', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Servant --[written_by]--> Robin Maugham --[(INV) written_by]--> The Servant --[has_genre]--> Drama
Path (Raw):       The Servant --[written_by]--> Robin Maugham --[(INV) written_by]--> The Servant --[has_genre]--> Drama
Neg LogProb(↓):   0.614739
Path Entropy(↓):  0.689817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about david cross
Start Entity:     david cross
Gold Answer:      [['Megamind', 'Eternal Sunshine of the Spotless Mind', 'Kung Fu Panda']]
Predicted Ans:    Kung Fu Panda
Predicted Path:   david cross --[(INV) has_tags]--> Kung Fu Panda --[has_tags]--> warriors --[(INV) has_tags]--> Kung Fu Panda
Path (Raw):       david cross --[(INV) has_tags]--> Kung Fu Panda --[has_tags]--> warriors --[(INV) has_tags]--> Kung Fu Panda
Neg LogProb(↓):   0.297713
Path Entropy(↓):  0.742792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in michael reeves directed films
Start Entity:     Michael Reeves
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Michael Reeves --[(INV) directed_by]--> Witchfinder General --[in_language]--> English
Path (Raw):       Michael Reeves --[No Operation]--> Michael Reeves --[(INV) directed_by]--> Witchfinder General --[in_language]--> English
Neg LogProb(↓):   0.000237
Path Entropy(↓):  0.002241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie witness for the prosecution were in which genres
Start Entity:     Witness for the Prosecution
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Witness for the Prosecution --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[has_genre]--> Comedy
Path (Raw):       Witness for the Prosecution --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   0.401172
Path Entropy(↓):  1.005455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in household saints
Start Entity:     Household Saints
Gold Answer:      [['Tracey Ullman', "Vincent D'Onofrio", 'Lili Taylor']]
Predicted Ans:    Tracey Ullman
Predicted Path:   Household Saints --[starred_actors]--> Tracey Ullman --[(INV) starred_actors]--> Household Saints --[starred_actors]--> Tracey Ullman
Path (Raw):       Household Saints --[starred_actors]--> Tracey Ullman --[(INV) starred_actors]--> Household Saints --[starred_actors]--> Tracey Ullman
Neg LogProb(↓):   1.292950
Path Entropy(↓):  2.147406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by mark andrus
Start Entity:     Mark Andrus
Gold Answer:      [['Irwin Winkler', 'Rob Reiner', 'James L. Brooks']]
Predicted Ans:    James L. Brooks
Predicted Path:   Mark Andrus --[(INV) written_by]--> As Good as It Gets --[directed_by]--> James L. Brooks
Path (Raw):       Mark Andrus --[No Operation]--> Mark Andrus --[(INV) written_by]--> As Good as It Gets --[directed_by]--> James L. Brooks
Neg LogProb(↓):   0.000312
Path Entropy(↓):  0.003049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film witchfinder general are written by who
Start Entity:     Witchfinder General
Gold Answer:      [['Frederick Nebel', 'Guy de Maupassant', 'Christopher Wicking', 'Tim Kelly', 'Curt Siodmak', 'Charles Beaumont', 'Robert Towne', 'Jo Swerling', 'Ulli Lommel', 'Samuel Hoffenstein', 'Ben Livingston', 'Hannah Shakespeare', 'R. Wright Campbell', 'William Butler', 'Robert Fuest', 'Robb White', 'Richard Matheson', 'Joe May', 'Lester Cole', 'Ben Ames Williams', 'Marguerite Roberts', 'Nunnally Johnson', 'Samuel Fuller', 'Edgar Allan Poe', 'Anya Seton', 'David Berry', 'Nathaniel Hawthorne', 'Ubaldo Ragona', 'Furio M. Monetti', 'Tim Burton', 'Jay Dratler', 'Roland West', 'Crane Wilbur', 'Vera Caspary', 'Avery Hopwood', 'Mary Roberts Rinehart', 'Joseph L. Mankiewicz', 'Hans Jacoby']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Witchfinder General --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Witchfinder General --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.359755
Path Entropy(↓):  1.939303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by james r. webb
Start Entity:     James R. Webb
Gold Answer:      [['Lee J. Cobb', 'Juliette Lewis', 'Henry Fonda', 'Polly Bergen', 'Robert Mitchum', 'Tina Chen', 'Nick Nolte', 'Charlton Heston', 'Geraldine Chaplin', 'Carolyn Jones', 'Jessica Lange', 'Carroll Baker', 'Robert De Niro', 'Gregory Peck']]
Predicted Ans:    Charlton Heston
Predicted Path:   James R. Webb --[(INV) written_by]--> The Hawaiians --[starred_actors]--> Charlton Heston
Path (Raw):       James R. Webb --[No Operation]--> James R. Webb --[(INV) written_by]--> The Hawaiians --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.001037
Path Entropy(↓):  0.008949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by tim tori
Start Entity:     Tim Tori
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Tim Tori --[(INV) written_by]--> Prowl --[release_year]--> 2010
Path (Raw):       Tim Tori --[No Operation]--> Tim Tori --[(INV) written_by]--> Prowl --[release_year]--> 2010
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of peter jackson acted films
Start Entity:     Peter Jackson
Gold Answer:      [['Costa Botes']]
Predicted Ans:    Peter Jackson
Predicted Path:   Peter Jackson --[(INV) starred_actors]--> Forgotten Silver --[written_by]--> Peter Jackson
Path (Raw):       Peter Jackson --[No Operation]--> Peter Jackson --[(INV) starred_actors]--> Forgotten Silver --[written_by]--> Peter Jackson
Neg LogProb(↓):   0.019266
Path Entropy(↓):  0.098008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies directed by steven bernstein
Start Entity:     Steven Bernstein
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Steven Bernstein --[(INV) directed_by]--> Decoding Annie Parker --[has_genre]--> Drama
Path (Raw):       Steven Bernstein --[No Operation]--> Steven Bernstein --[(INV) directed_by]--> Decoding Annie Parker --[has_genre]--> Drama
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by payback screenwriters
Start Entity:     Payback
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Payback --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[has_genre]--> Thriller
Path (Raw):       Payback --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[has_genre]--> Thriller
Neg LogProb(↓):   1.253486
Path Entropy(↓):  2.403415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with ted shane
Start Entity:     Ted Shane
Gold Answer:      [['Ben Ames Williams']]
Predicted Ans:    Ben Ames Williams
Predicted Path:   Ted Shane --[(INV) written_by]--> Across to Singapore --[written_by]--> Ben Ames Williams
Path (Raw):       Ted Shane --[No Operation]--> Ted Shane --[(INV) written_by]--> Across to Singapore --[written_by]--> Ben Ames Williams
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by willem wennekers
Start Entity:     Willem Wennekers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Willem Wennekers --[(INV) written_by]--> Weirdsville --[has_genre]--> Comedy
Path (Raw):       Willem Wennekers --[No Operation]--> Willem Wennekers --[(INV) written_by]--> Weirdsville --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie reunion in france
Start Entity:     Reunion in France
Gold Answer:      [['Dudley Nichols', 'Frederick Lonsdale', 'William H. Macy', 'Kathryn Bigelow', 'Harry Brown', 'Scott Hale', 'Miles Hood Swarthout', 'Dariel Telfer', 'Ladislas Fodor', 'Neil H. Swanson', 'Donald Ogden Stewart', 'Tod Browning', 'Garland Roark', 'Philip Yordan', 'Ferenc Molnár', 'Alan Le May', 'James M. Cain', 'Thelma Strabel', 'James Bassett', 'Maurice Walsh', 'Henry F. Greenberg', "Louis L'Amour", 'Martha Hyer', 'Borden Chase', 'Clair Huffaker', 'Anita Loos', 'Robert Bloch', 'Silvia Richards', 'Rita Weiman', 'Charles MacArthur', 'Michael Hogan', 'Michael Gottlieb', 'Paul Fix', 'Gordon Ray Young', 'W.R. Burnett', 'James Kevin McGuinness', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Thomas B. Allen', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Clifford Odets', 'Roy Chanslor', 'Bernard Girard', 'Ursula Curtiss', 'Edward Rugoff', 'William P. McGivern', 'Jack Jevne', 'Hall Bartlett', 'Rita M. Fink', 'Wendell Mayes', 'Andrew Geer', 'John Michael Hayes', 'Ted Shane', 'George Kelly', 'David Hertz', 'Elizabeth Janeway', 'Tom Reed', 'George Owen', 'Joseph L. Mankiewicz', 'Stephen Gaghan', 'Willis Goldbeck', 'Burt Kennedy', 'Lukas Heller', 'Zane Grey', 'Robert Ardrey', 'Henry Farrell', 'Rachel Crothers', 'Paul Wellman', 'A. Carter Goodloe', 'Zachary Gold', 'Robin Moore', 'Jo Swerling', 'Peter Bryan', 'Ernest Haycox', 'Jan Lustig', 'Jean Rouverol', 'Ranald MacDougall', 'Lucien Hubbard', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'Andrew J. Fenady', 'Leslie Bohem', 'Ben Ames Williams', 'William Dale Jennings', 'Charles Portis', 'Francis de Croisset', 'James Oliver Curwood', 'Irving Ravetch', 'Bayard Veiller', 'Rex Beach', 'Nicholas Monsarrat', 'William L. White', 'Fannie Hurst', 'Edgar Selwyn', 'Leigh Brackett', 'Jules Furthman', 'Helen MacInnes', 'Edna L. Lee', 'Charles Schnee', 'John Gilling', 'Ernest K. Gann', 'Harry Julian Fink', 'Aben Kandel', 'C.E. Scoggins', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'Ainsworth Morgan', 'Dorothy M. Johnson', 'Jerry Paris', 'Edward Barry Roberts', 'Frank S. Nugent', 'James Warner Bellah', 'James Edward Grant', 'Marguerite Roberts', 'Hugo Butler', 'S.K. Lauren', 'Harold Bell Wright', 'Robert Wilder', 'James Gunn', 'John Lee Hancock', 'Richard Sale', 'Lawrence Hazard', 'George Worthing Yates', 'Charles Kaufman', "Eugene O'Neill"]]
Predicted Ans:    Leigh Brackett
Predicted Path:   Reunion in France --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Reunion in France --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   2.760667
Path Entropy(↓):  4.292895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with saw v fall under
Start Entity:     Saw V
Gold Answer:      [['Thriller', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Saw V --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[has_genre]--> Horror
Path (Raw):       Saw V --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[has_genre]--> Horror
Neg LogProb(↓):   1.090680
Path Entropy(↓):  1.587727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter sebastian lelio co - wrote films with who
Start Entity:     Sebastián Lelio
Gold Answer:      [['John Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Sebastián Lelio --[(INV) written_by]--> Gloria --[written_by]--> John Cassavetes
Path (Raw):       Sebastián Lelio --[No Operation]--> Sebastián Lelio --[(INV) written_by]--> Gloria --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.693306
Path Entropy(↓):  0.694592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by julian morris
Start Entity:     Julian Morris
Gold Answer:      [['Jim Wilson']]
Predicted Ans:    Jim Wilson
Predicted Path:   Julian Morris --[(INV) starred_actors]--> Whirlygirl --[directed_by]--> Jim Wilson
Path (Raw):       Julian Morris --[No Operation]--> Julian Morris --[(INV) starred_actors]--> Whirlygirl --[directed_by]--> Jim Wilson
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor edward albert co - starred with who
Start Entity:     Edward Albert
Gold Answer:      [['Eileen Heckart', 'Goldie Hawn', 'Ray Walston', 'Erin Moran']]
Predicted Ans:    Ray Walston
Predicted Path:   Edward Albert --[(INV) starred_actors]--> Galaxy of Terror --[starred_actors]--> Ray Walston
Path (Raw):       Edward Albert --[No Operation]--> Edward Albert --[(INV) starred_actors]--> Galaxy of Terror --[starred_actors]--> Ray Walston
Neg LogProb(↓):   0.494857
Path Entropy(↓):  1.081434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did betsy morris write the story for
Start Entity:     Betsy Morris
Gold Answer:      [['Ten Inch Hero']]
Predicted Ans:    Ten Inch Hero
Predicted Path:   Betsy Morris --[(INV) written_by]--> Ten Inch Hero --[written_by]--> Betsy Morris --[(INV) written_by]--> Ten Inch Hero
Path (Raw):       Betsy Morris --[(INV) written_by]--> Ten Inch Hero --[written_by]--> Betsy Morris --[(INV) written_by]--> Ten Inch Hero
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie welcome to the dollhouse are written by who
Start Entity:     Welcome to the Dollhouse
Gold Answer:      [['Meg Cabot']]
Predicted Ans:    Meg Cabot
Predicted Path:   Welcome to the Dollhouse --[starred_actors]--> Heather Matarazzo --[(INV) starred_actors]--> The Princess Diaries --[written_by]--> Meg Cabot
Path (Raw):       Welcome to the Dollhouse --[starred_actors]--> Heather Matarazzo --[(INV) starred_actors]--> The Princess Diaries --[written_by]--> Meg Cabot
Neg LogProb(↓):   0.000833
Path Entropy(↓):  0.007335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the joe kidd director release
Start Entity:     Joe Kidd
Gold Answer:      [['1968', '1963', '1976', '1949', '1957', '1950', '1960', '1951', '1959', '1965', '1953', '1967', '1935', '1969', '1974', '1955', '1958', '1956']]
Predicted Ans:    1955
Predicted Path:   Joe Kidd --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[release_year]--> 1955
Path (Raw):       Joe Kidd --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[release_year]--> 1955
Neg LogProb(↓):   1.161041
Path Entropy(↓):  2.210814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of bright future
Start Entity:     Bright Future
Gold Answer:      [['Flemish', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Bright Future --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Pulse --[in_language]--> Japanese
Path (Raw):       Bright Future --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Pulse --[in_language]--> Japanese
Neg LogProb(↓):   0.003120
Path Entropy(↓):  0.022906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did richard berry write
Start Entity:     Richard Berry
Gold Answer:      [['22 Bullets', 'I, Cesar']]
Predicted Ans:    I, Cesar
Predicted Path:   Richard Berry --[(INV) written_by]--> I, Cesar --[written_by]--> Richard Berry --[(INV) written_by]--> I, Cesar
Path (Raw):       Richard Berry --[(INV) written_by]--> I, Cesar --[written_by]--> Richard Berry --[(INV) written_by]--> I, Cesar
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of siddiq barmak written movies
Start Entity:     Siddiq Barmak
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Siddiq Barmak --[(INV) written_by]--> Osama --[release_year]--> 2003
Path (Raw):       Siddiq Barmak --[No Operation]--> Siddiq Barmak --[(INV) written_by]--> Osama --[release_year]--> 2003
Neg LogProb(↓):   0.000937
Path Entropy(↓):  0.007470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of all about eve also wrote movies
Start Entity:     All About Eve
Gold Answer:      [['Forsaking All Others', 'The Honey Pot', 'Somewhere in the Night', 'The Keys of the Kingdom', 'Skippy', 'The Quiet American', 'Dragonwyck', 'Cleopatra', 'Alice in Wonderland', 'No Way Out', 'People Will Talk', 'Guys and Dolls', 'If I Had a Million', 'Million Dollar Legs', 'A Letter to Three Wives', 'The Barefoot Contessa']]
Predicted Ans:    Guys and Dolls
Predicted Path:   All About Eve --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls
Path (Raw):       All About Eve --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[No Operation]--> Guys and Dolls
Neg LogProb(↓):   0.742313
Path Entropy(↓):  1.677601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did paul lalonde write
Start Entity:     Paul Lalonde
Gold Answer:      [['Left Behind']]
Predicted Ans:    Left Behind
Predicted Path:   Paul Lalonde --[(INV) written_by]--> Left Behind --[written_by]--> John Patus --[(INV) written_by]--> Left Behind
Path (Raw):       Paul Lalonde --[(INV) written_by]--> Left Behind --[written_by]--> John Patus --[(INV) written_by]--> Left Behind
Neg LogProb(↓):   0.166027
Path Entropy(↓):  0.464367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the legend of lylah clare released
Start Entity:     The Legend of Lylah Clare
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Legend of Lylah Clare --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Path (Raw):       The Legend of Lylah Clare --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Neg LogProb(↓):   2.329074
Path Entropy(↓):  3.514710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by threesome actors release
Start Entity:     Threesome
Gold Answer:      [['1995', '1998', '1970', '1997', '2001', '2008', '1992', '1993', '1991', '1996', '2006', '2010', '2002']]
Predicted Ans:    1998
Predicted Path:   Threesome --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> One Tough Cop --[release_year]--> 1998
Path (Raw):       Threesome --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> One Tough Cop --[release_year]--> 1998
Neg LogProb(↓):   0.617517
Path Entropy(↓):  1.525217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie story of women starred who
Start Entity:     Story of Women
Gold Answer:      [['Isabelle Huppert']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Story of Women --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> The Lacemaker --[starred_actors]--> Isabelle Huppert
Path (Raw):       Story of Women --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> The Lacemaker --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.025165
Path Entropy(↓):  0.148015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the covenant director
Start Entity:     The Covenant
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   The Covenant --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Devil's Pass --[in_language]--> Russian
Path (Raw):       The Covenant --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Devil's Pass --[in_language]--> Russian
Neg LogProb(↓):   0.001189
Path Entropy(↓):  0.010429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie runaway bride
Start Entity:     Runaway Bride
Gold Answer:      [['Josann McGibbon', 'Sara Parriott']]
Predicted Ans:    Sara Parriott
Predicted Path:   Runaway Bride --[written_by]--> Sara Parriott --[(INV) written_by]--> Worth Winning --[written_by]--> Sara Parriott
Path (Raw):       Runaway Bride --[written_by]--> Sara Parriott --[(INV) written_by]--> Worth Winning --[written_by]--> Sara Parriott
Neg LogProb(↓):   0.305466
Path Entropy(↓):  0.832959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by brendan foley
Start Entity:     Brendan Foley
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Brendan Foley --[(INV) written_by]--> Johnny Was --[release_year]--> 2006
Path (Raw):       Brendan Foley --[No Operation]--> Brendan Foley --[(INV) written_by]--> Johnny Was --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by sidney j. furie were written by who
Start Entity:     Sidney J. Furie
Gold Answer:      [['Gordon Graham', 'Joseph Kahn', 'Mark Palermo', 'Stephen Sewell', 'Billie Holiday', 'Mikko Niskanen', 'Paavo Rintala', 'Stuart Douglass', 'James Doran']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Path (Raw):       Sidney J. Furie --[No Operation]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Neg LogProb(↓):   0.329717
Path Entropy(↓):  1.183187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe film nicholas and alexandra
Start Entity:     Nicholas and Alexandra
Gold Answer:      [['franklin j. schaffner']]
Predicted Ans:    franklin j. schaffner
Predicted Path:   Nicholas and Alexandra --[has_tags]--> franklin j. schaffner --[(INV) has_tags]--> Nicholas and Alexandra --[has_tags]--> franklin j. schaffner
Path (Raw):       Nicholas and Alexandra --[has_tags]--> franklin j. schaffner --[(INV) has_tags]--> Nicholas and Alexandra --[has_tags]--> franklin j. schaffner
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by guy jenkin released
Start Entity:     Guy Jenkin
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Guy Jenkin --[(INV) directed_by]--> The Sleeping Dictionary --[release_year]--> 2003
Path (Raw):       Guy Jenkin --[No Operation]--> Guy Jenkin --[(INV) directed_by]--> The Sleeping Dictionary --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by another thin man screenwriters
Start Entity:     Another Thin Man
Gold Answer:      [['Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Another Thin Man --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[has_genre]--> Crime
Path (Raw):       Another Thin Man --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[has_genre]--> Crime
Neg LogProb(↓):   0.644456
Path Entropy(↓):  1.022741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by otakar vavra fall under
Start Entity:     Otakar Vávra
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Otakar Vávra --[(INV) written_by]--> Witchhammer --[has_genre]--> Drama
Path (Raw):       Otakar Vávra --[No Operation]--> Otakar Vávra --[(INV) written_by]--> Witchhammer --[has_genre]--> Drama
Neg LogProb(↓):   0.000141
Path Entropy(↓):  0.001387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did russell crowe direct
Start Entity:     Russell Crowe
Gold Answer:      [['The Water Diviner']]
Predicted Ans:    Tenderness
Predicted Path:   Russell Crowe --[(INV) starred_actors]--> Tenderness --[written_by]--> Robert Cormier --[(INV) written_by]--> Tenderness
Path (Raw):       Russell Crowe --[(INV) starred_actors]--> Tenderness --[written_by]--> Robert Cormier --[(INV) written_by]--> Tenderness
Neg LogProb(↓):   0.325870
Path Entropy(↓):  0.866387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of chaos theory
Start Entity:     Chaos Theory
Gold Answer:      [['Turbo', 'Foolproof', 'Green Lantern', 'The Voices', 'The Proposal', 'The Pink Panther', 'Definitely, Maybe', 'Dear Frankie', 'Queen of the Damned', 'Waiting...', 'Harry Brown', 'Fireflies in the Garden', 'Just Friends', 'Lars and the Real Girl', 'Safe House', 'The Nines', 'Buried', 'The Change-Up', 'R.I.P.D.', 'The Croods', 'The Pink Panther 2', 'Buying the Cow', 'Mississippi Grind', "Smokin' Aces", 'Transsiberian', 'Trapped', 'Cars 2']]
Predicted Ans:    The Pink Panther
Predicted Path:   Chaos Theory --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> The Pink Panther
Path (Raw):       Chaos Theory --[No Operation]--> Chaos Theory --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> The Pink Panther
Neg LogProb(↓):   0.557040
Path Entropy(↓):  1.670515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of summer magic
Start Entity:     Summer Magic
Gold Answer:      [['Allan Dwan']]
Predicted Ans:    Allan Dwan
Predicted Path:   Summer Magic --[written_by]--> Kate Douglas Wiggin --[(INV) written_by]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Path (Raw):       Summer Magic --[written_by]--> Kate Douglas Wiggin --[(INV) written_by]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of martyrs was who
Start Entity:     Martyrs
Gold Answer:      [['Pascal Laugier']]
Predicted Ans:    Pascal Laugier
Predicted Path:   Martyrs --[directed_by]--> Pascal Laugier --[(INV) directed_by]--> The Tall Man --[directed_by]--> Pascal Laugier
Path (Raw):       Martyrs --[directed_by]--> Pascal Laugier --[(INV) directed_by]--> The Tall Man --[directed_by]--> Pascal Laugier
Neg LogProb(↓):   0.100361
Path Entropy(↓):  0.315058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed tapped
Start Entity:     Tapped
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Tapped --[directed_by]--> Jason Lindsey --[(INV) directed_by]--> Tapped --[has_genre]--> Documentary
Path (Raw):       Tapped --[directed_by]--> Jason Lindsey --[(INV) directed_by]--> Tapped --[has_genre]--> Documentary
Neg LogProb(↓):   0.001839
Path Entropy(↓):  0.013411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by two weeks in another town actors
Start Entity:     Two Weeks in Another Town
Gold Answer:      [['Family', 'Music', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Two Weeks in Another Town --[starred_actors]--> George Hamilton --[(INV) starred_actors]--> Viva Maria! --[has_genre]--> Comedy
Path (Raw):       Two Weeks in Another Town --[starred_actors]--> George Hamilton --[(INV) starred_actors]--> Viva Maria! --[has_genre]--> Comedy
Neg LogProb(↓):   0.637009
Path Entropy(↓):  1.241853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the logan's run director
Start Entity:     Logan's Run
Gold Answer:      [['Drama', 'Horror', 'War', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Logan's Run --[directed_by]--> Michael Anderson --[(INV) directed_by]--> Operation Crossbow --[has_genre]--> War
Path (Raw):       Logan's Run --[directed_by]--> Michael Anderson --[(INV) directed_by]--> Operation Crossbow --[has_genre]--> War
Neg LogProb(↓):   0.002457
Path Entropy(↓):  0.020458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in 12 days of terror
Start Entity:     12 Days of Terror
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   12 Days of Terror --[starred_actors]--> Colin Egglesfield --[(INV) starred_actors]--> Something Borrowed --[has_genre]--> Comedy
Path (Raw):       12 Days of Terror --[starred_actors]--> Colin Egglesfield --[(INV) starred_actors]--> Something Borrowed --[has_genre]--> Comedy
Neg LogProb(↓):   0.442603
Path Entropy(↓):  0.781658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of opera
Start Entity:     Opera
Gold Answer:      [['Henry Fonda', 'Irene Miracle', 'Natasha Hovey', 'Urbano Barberini', 'Peter Graves', 'Eleonora Giorgi', 'Leigh McCloskey', 'Jessica Harper', 'Nino Castelnuovo', 'James Daly', 'Adrien Brody', 'Barbara Cupisti', 'Hugh Quarshie', 'Daria Nicolodi', 'Tomas Arana', 'Claudia Cardinale', 'Bud Spencer', 'Jason Robards', 'Asia Argento', 'Flavio Bucci', 'Stefania Casini', 'Adrienne Barbeau', 'David Hemmings', 'Robert Ryan', 'Thomas Kretschmann', 'Jennifer Connelly', 'Stefania Rocca', 'Nancy Brilli', 'David Edwin Knight', 'Charles Bronson', 'Rhonda Fleming', 'Liam Cunningham']]
Predicted Ans:    Adrien Brody
Predicted Path:   Opera --[written_by]--> Dario Argento --[(INV) written_by]--> Giallo --[starred_actors]--> Adrien Brody
Path (Raw):       Opera --[written_by]--> Dario Argento --[(INV) written_by]--> Giallo --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.755103
Path Entropy(↓):  1.195358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by david howarth
Start Entity:     David Howarth
Gold Answer:      [['Paris Hilton']]
Predicted Ans:    Paris Hilton
Predicted Path:   David Howarth --[(INV) written_by]--> Nine Lives --[starred_actors]--> Paris Hilton
Path (Raw):       David Howarth --[No Operation]--> David Howarth --[(INV) written_by]--> Nine Lives --[starred_actors]--> Paris Hilton
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The nightmare before christmas is a film written by this person
Start Entity:     The Nightmare Before Christmas
Gold Answer:      [['Tim Burton']]
Predicted Ans:    Tim Burton
Predicted Path:   The Nightmare Before Christmas --[written_by]--> Tim Burton --[(INV) written_by]--> Vincent --[written_by]--> Tim Burton
Path (Raw):       The Nightmare Before Christmas --[written_by]--> Tim Burton --[(INV) written_by]--> Vincent --[written_by]--> Tim Burton
Neg LogProb(↓):   0.063086
Path Entropy(↓):  0.231900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by james hill
Start Entity:     James Hill
Gold Answer:      [['Caroline Thompson']]
Predicted Ans:    Caroline Thompson
Predicted Path:   James Hill --[(INV) written_by]--> Black Beauty --[directed_by]--> Caroline Thompson
Path (Raw):       James Hill --[No Operation]--> James Hill --[(INV) written_by]--> Black Beauty --[directed_by]--> Caroline Thompson
Neg LogProb(↓):   0.438774
Path Entropy(↓):  0.840176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film 2081
Start Entity:     2081
Gold Answer:      [['Jerry Zucker', 'Albert Brooks', 'Todd Haynes', 'Jerry LaMothe', 'Woody Allen', 'Buddy Van Horn', 'Gore Verbinski', 'Ira Sachs', 'Mel Damski', 'Manuel Sicilia', 'Isabel Coixet', 'Scott Hicks', 'Larry Fessenden', 'Jim Abrahams', 'Harvey Miller', 'Lucky McKee', 'David Zucker', 'Tarsem Singh', 'Daniel Petrie', 'Will Gluck', 'Rigoberto Castañeda', 'Robby Henson']]
Predicted Ans:    Isabel Coixet
Predicted Path:   2081 --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Elegy --[directed_by]--> Isabel Coixet
Path (Raw):       2081 --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Elegy --[directed_by]--> Isabel Coixet
Neg LogProb(↓):   0.509759
Path Entropy(↓):  0.801053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jane krakowski
Start Entity:     Jane Krakowski
Gold Answer:      [['Paul Rudnick']]
Predicted Ans:    Paul Rudnick
Predicted Path:   Jane Krakowski --[(INV) starred_actors]--> Marci X --[written_by]--> Paul Rudnick
Path (Raw):       Jane Krakowski --[No Operation]--> Jane Krakowski --[(INV) starred_actors]--> Marci X --[written_by]--> Paul Rudnick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by matt dillon were released in which years
Start Entity:     Matt Dillon
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Matt Dillon --[(INV) written_by]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Matt Dillon --[No Operation]--> Matt Dillon --[(INV) written_by]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   0.000130
Path Entropy(↓):  0.001599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by don mcguire
Start Entity:     Don McGuire
Gold Answer:      [['John Sturges']]
Predicted Ans:    John Sturges
Predicted Path:   Don McGuire --[(INV) written_by]--> Bad Day at Black Rock --[directed_by]--> John Sturges
Path (Raw):       Don McGuire --[No Operation]--> Don McGuire --[(INV) written_by]--> Bad Day at Black Rock --[directed_by]--> John Sturges
Neg LogProb(↓):   0.000090
Path Entropy(↓):  0.000932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the adventures of huckleberry finn starred who
Start Entity:     The Adventures of Huckleberry Finn
Gold Answer:      [['William Frawley', 'Mickey Rooney', 'Rex Ingram', 'Walter Connolly']]
Predicted Ans:    Tony Randall
Predicted Path:   The Adventures of Huckleberry Finn --[starred_actors]--> Tony Randall --[(INV) starred_actors]--> 7 Faces of Dr. Lao --[starred_actors]--> Tony Randall
Path (Raw):       The Adventures of Huckleberry Finn --[starred_actors]--> Tony Randall --[(INV) starred_actors]--> 7 Faces of Dr. Lao --[starred_actors]--> Tony Randall
Neg LogProb(↓):   1.280811
Path Entropy(↓):  1.544552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of halo legends
Start Entity:     Halo Legends
Gold Answer:      [['Appleseed']]
Predicted Ans:    Halo Legends
Predicted Path:   Halo Legends --[directed_by]--> Frank O'Connor --[(INV) directed_by]--> Halo Legends
Path (Raw):       Halo Legends --[directed_by]--> Frank O'Connor --[(INV) directed_by]--> Halo Legends --[No Operation]--> Halo Legends
Neg LogProb(↓):   0.040451
Path Entropy(↓):  0.190840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of niagara motel
Start Entity:     Niagara Motel
Gold Answer:      [['Gary Yates']]
Predicted Ans:    Gary Yates
Predicted Path:   Niagara Motel --[directed_by]--> Gary Yates --[(INV) directed_by]--> High Life --[directed_by]--> Gary Yates
Path (Raw):       Niagara Motel --[directed_by]--> Gary Yates --[(INV) directed_by]--> High Life --[directed_by]--> Gary Yates
Neg LogProb(↓):   0.000062
Path Entropy(↓):  0.000660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with pocketful of miracles were released in which years
Start Entity:     Pocketful of Miracles
Gold Answer:      [['1980', '1934', '1933', '1957', '1960', '1989', '1942', '1951', '1936', '1973', '1938', '1935', '1937', '1961', '1955', '1924', '1931']]
Predicted Ans:    1973
Predicted Path:   Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon --[release_year]--> 1973
Path (Raw):       Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon --[release_year]--> 1973
Neg LogProb(↓):   0.755542
Path Entropy(↓):  1.522543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by clement virgo starred who
Start Entity:     Clement Virgo
Gold Answer:      [['Rossif Sutherland', 'Lauren Lee Smith', 'Eric Balfour', 'Greg Bryk', 'Flex Alexander', 'Danny Glover']]
Predicted Ans:    Lie with Me
Predicted Path:   Clement Virgo --[(INV) directed_by]--> Lie with Me --[directed_by]--> Clement Virgo --[(INV) directed_by]--> Lie with Me
Path (Raw):       Clement Virgo --[(INV) directed_by]--> Lie with Me --[directed_by]--> Clement Virgo --[(INV) directed_by]--> Lie with Me
Neg LogProb(↓):   0.230978
Path Entropy(↓):  0.826749
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films together with robert crais
Start Entity:     Robert Crais
Gold Answer:      [['Doug Richardson']]
Predicted Ans:    Doug Richardson
Predicted Path:   Robert Crais --[(INV) written_by]--> Hostage --[written_by]--> Doug Richardson
Path (Raw):       Robert Crais --[No Operation]--> Robert Crais --[(INV) written_by]--> Hostage --[written_by]--> Doug Richardson
Neg LogProb(↓):   0.000093
Path Entropy(↓):  0.000959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in cannonball run ii
Start Entity:     Cannonball Run II
Gold Answer:      [['Buzz Kulik', 'Michael Crichton', 'Lewis Allen', 'Tom Gries', 'Mervyn LeRoy', 'Bud Yorkin', 'François Truffaut', 'Gordon Douglas', 'Peter Bogdanovich', 'Don Bluth', 'Burt Reynolds', 'Blake Edwards', 'Irving Cummings', 'Richard Benjamin', 'Michael Dinner', 'Andy Cadiff', 'Walter Lang', 'Lewis Milestone', 'Busby Berkeley', 'Otto Preminger', 'Robert Aldrich', 'Bill Forsyth', 'Burt Kennedy', 'John Frankenheimer', 'Mark Robson', 'John Boorman', 'George Sidney', 'Frank Capra', 'Stanley Kramer', 'Brian G. Hutton', 'Colin Higgins', 'Stanley Donen', 'Charles Walters', 'Joseph Sargent', 'Andrew Bergman', 'Vincente Minnelli', 'John G. Avildsen', 'Hal Needham', 'Gene Kelly', 'Jorge Torregrossa', 'Norman Jewison', 'David Steinberg', 'Charles Vidor', 'Jack Donohue', 'Sergio Corbucci', 'Richard A. Colla', 'Joseph L. Mankiewicz', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Blake Edwards
Predicted Path:   Cannonball Run II --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Path (Raw):       Cannonball Run II --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.764879
Path Entropy(↓):  1.513500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film my super ex - girlfriend
Start Entity:     My Super Ex-Girlfriend
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   My Super Ex-Girlfriend --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       My Super Ex-Girlfriend --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.543493
Path Entropy(↓):  4.562385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about capitalism
Start Entity:     capitalism
Gold Answer:      [['The Shock Doctrine']]
Predicted Ans:    A Mighty Heart
Predicted Path:   capitalism --[(INV) has_tags]--> The Shock Doctrine --[has_tags]--> michael winterbottom --[(INV) has_tags]--> A Mighty Heart
Path (Raw):       capitalism --[(INV) has_tags]--> The Shock Doctrine --[has_tags]--> michael winterbottom --[(INV) has_tags]--> A Mighty Heart
Neg LogProb(↓):   0.220093
Path Entropy(↓):  0.643551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by the writer of the tailor of panama
Start Entity:     The Tailor of Panama
Gold Answer:      [['Diarmuid Lawrence', 'Fred Schepisi', 'Fernando Meirelles', 'James Hawes', 'Clyde Bruckman', 'Buster Keaton', 'Jon Jones', 'Matt Williams', 'Julian Jarrold', 'Michael Radford', 'Anton Corbijn', 'Martin Ritt', 'Tim Fywell', 'John Boorman', 'Clarence Brown', 'Tomas Alfredson', 'Douglas McGrath']]
Predicted Ans:    John Boorman
Predicted Path:   The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[directed_by]--> John Boorman
Path (Raw):       The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[directed_by]--> John Boorman
Neg LogProb(↓):   0.133568
Path Entropy(↓):  0.539704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film banana joe were released in which years
Start Entity:     Banana Joe
Gold Answer:      [['1969', '1983', '1970', '1991']]
Predicted Ans:    1969
Predicted Path:   Banana Joe --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[release_year]--> 1969
Path (Raw):       Banana Joe --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[release_year]--> 1969
Neg LogProb(↓):   0.029738
Path Entropy(↓):  0.160971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by gale storm
Start Entity:     Gale Storm
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gale Storm --[(INV) starred_actors]--> Revenge of the Zombies --[has_genre]--> Comedy
Path (Raw):       Gale Storm --[No Operation]--> Gale Storm --[(INV) starred_actors]--> Revenge of the Zombies --[has_genre]--> Comedy
Neg LogProb(↓):   0.105520
Path Entropy(↓):  0.325398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by eski thomas
Start Entity:     Eski Thomas
Gold Answer:      [['Jeremy Thomas']]
Predicted Ans:    Jeremy Thomas
Predicted Path:   Eski Thomas --[(INV) written_by]--> All the Little Animals --[directed_by]--> Jeremy Thomas
Path (Raw):       Eski Thomas --[No Operation]--> Eski Thomas --[(INV) written_by]--> All the Little Animals --[directed_by]--> Jeremy Thomas
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of femme fatale
Start Entity:     Femme Fatale
Gold Answer:      [['Rachel McAdams', 'Nigel Bruce', 'Basil Rathbone', 'Robert De Niro', 'Gregg Henry', 'Michael Caine', 'John Travolta', 'Cliff Robertson', 'Nicolas Cage', 'Angie Dickinson', 'Noomi Rapace', 'Margot Kidder', 'Lolita Davidovich', 'John Lithgow', 'Charles Durning', 'Carla Gugino', 'Steven Bauer', 'Melanie Griffith', 'Jennifer Salt', 'Dennis Franz', 'Craig Wasson', 'Gary Sinise', 'Keith Gordon', 'Geneviève Bujold', 'Nancy Allen']]
Predicted Ans:    Robert De Niro
Predicted Path:   Femme Fatale --[written_by]--> Brian De Palma --[(INV) written_by]--> Greetings --[starred_actors]--> Robert De Niro
Path (Raw):       Femme Fatale --[written_by]--> Brian De Palma --[(INV) written_by]--> Greetings --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.316325
Path Entropy(↓):  0.812069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie captain phillips in a few words
Start Entity:     Captain Phillips
Gold Answer:      [['paul greengrass', 'tom hanks', 'seal', 'true story', 'hostage', 'pirates', 'ocean', 'navy', 'hijacking', 'captain', 'navy seals']]
Predicted Ans:    pirates
Predicted Path:   Captain Phillips --[has_tags]--> pirates --[(INV) has_tags]--> Captain Phillips --[has_tags]--> pirates
Path (Raw):       Captain Phillips --[has_tags]--> pirates --[(INV) has_tags]--> Captain Phillips --[has_tags]--> pirates
Neg LogProb(↓):   0.055950
Path Entropy(↓):  0.219814
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is mozart and the whale
Start Entity:     Mozart and the Whale
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Mozart and the Whale --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Mozart and the Whale --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.621583
Path Entropy(↓):  5.107659
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was in custody written by
Start Entity:     In Custody
Gold Answer:      [['Shahrukh Husain', 'Anita Desai']]
Predicted Ans:    Ismail Merchant
Predicted Path:   In Custody --[written_by]--> Anita Desai --[(INV) written_by]--> In Custody --[directed_by]--> Ismail Merchant
Path (Raw):       In Custody --[written_by]--> Anita Desai --[(INV) written_by]--> In Custody --[directed_by]--> Ismail Merchant
Neg LogProb(↓):   0.485536
Path Entropy(↓):  0.997523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film operation petticoat
Start Entity:     Operation Petticoat
Gold Answer:      [['George Cukor', 'Don Hartman', 'J. Lee Thompson', 'William A. Seiter', 'Garson Kanin', 'Norman Taurog', 'James Flood', 'Delmer Daves', 'Richard Fleischer', 'Alexander Mackendrick', 'Richard Quine', 'Blake Edwards', 'Carol Reed', 'Norman Panama', 'Billy Wilder', 'Henry Koster', 'Sidney Sheldon', 'Brian Grant', 'Nicholas Ray', 'Ingmar Bergman', 'Melville Shavelson', 'George Fitzmaurice', 'Peter Collinson', 'Michael Curtiz', 'Stanley Kramer', 'Frank Capra', 'David Miller', 'Wesley Ruggles', 'Walter Bernstein', 'Stanley Donen', 'Leo McCarey', 'Alexander Hall', 'Robert Mulligan', 'Alfred Hitchcock', 'Lowell Sherman', 'Delbert Mann', 'H.C. Potter', 'Irving Reis', 'Richard Brooks', 'Josef von Sternberg', 'George Stevens', 'Norman Z. McLeod', 'Ken Hughes', 'Joseph L. Mankiewicz', 'Elia Kazan', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Operation Petticoat --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[directed_by]--> Howard Hawks
Path (Raw):       Operation Petticoat --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.536949
Path Entropy(↓):  1.592151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with cutthroat island fall under
Start Entity:     Cutthroat Island
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Cutthroat Island --[directed_by]--> Renny Harlin --[(INV) directed_by]--> 12 Rounds --[has_genre]--> Action
Path (Raw):       Cutthroat Island --[directed_by]--> Renny Harlin --[(INV) directed_by]--> 12 Rounds --[has_genre]--> Action
Neg LogProb(↓):   0.338769
Path Entropy(↓):  0.968196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie zatoichi and the chess expert
Start Entity:     Zatoichi and the Chess Expert
Gold Answer:      [['Kenji Misumi']]
Predicted Ans:    Kenji Misumi
Predicted Path:   Zatoichi and the Chess Expert --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[directed_by]--> Kenji Misumi
Path (Raw):       Zatoichi and the Chess Expert --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[directed_by]--> Kenji Misumi
Neg LogProb(↓):   0.000730
Path Entropy(↓):  0.006016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by supercondriaque writers release
Start Entity:     Supercondriaque
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Supercondriaque --[written_by]--> Dany Boon --[(INV) written_by]--> Nothing to Declare --[release_year]--> 2010
Path (Raw):       Supercondriaque --[written_by]--> Dany Boon --[(INV) written_by]--> Nothing to Declare --[release_year]--> 2010
Neg LogProb(↓):   0.094959
Path Entropy(↓):  0.303900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by dana brown released
Start Entity:     Dana Brown
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Dana Brown --[(INV) written_by]--> Dust to Glory --[release_year]--> 2005
Path (Raw):       Dana Brown --[No Operation]--> Dana Brown --[(INV) written_by]--> Dust to Glory --[release_year]--> 2005
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of elmer gantry
Start Entity:     Elmer Gantry
Gold Answer:      [['Battle Circus', 'The Last Time I Saw Paris', 'The Professionals', 'The Catered Affair', 'Something of Value', 'Wrong Is Right', 'Crisis', 'Looking for Mr. Goodbar', 'Take the High Ground!', 'In Cold Blood', 'Bite the Bullet', 'Lord Jim', 'Cat on a Hot Tin Roof', 'The Happy Ending', 'The Brothers Karamazov', '$', 'Sweet Bird of Youth']]
Predicted Ans:    Crisis
Predicted Path:   Elmer Gantry --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Crisis
Path (Raw):       Elmer Gantry --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Crisis --[No Operation]--> Crisis
Neg LogProb(↓):   0.466129
Path Entropy(↓):  1.181222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in offside
Start Entity:     Offside
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Offside --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       Offside --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   0.852509
Path Entropy(↓):  1.953542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was douglas fairbanks the writer of
Start Entity:     Douglas Fairbanks
Gold Answer:      [['The Gaucho', 'Robin Hood', 'Mr. Robinson Crusoe']]
Predicted Ans:    The Gaucho
Predicted Path:   Douglas Fairbanks --[(INV) written_by]--> The Gaucho --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> The Gaucho
Path (Raw):       Douglas Fairbanks --[(INV) written_by]--> The Gaucho --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> The Gaucho
Neg LogProb(↓):   0.439018
Path Entropy(↓):  1.122658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of tigerland starred who
Start Entity:     Tigerland
Gold Answer:      [['William Sadler', 'Patrick Wilson', "Vincent D'Onofrio", 'Sandra Bullock', 'Emilio Estevez', 'Andrew McCarthy', 'Miranda Richardson', 'Radha Mitchell', 'Kevin Spacey', 'Anthony Hopkins', 'Robert De Niro', 'Barry Brown', 'Gerard Butler', 'Lily Tomlin', 'Michael Caine', 'Bill Paxton', 'Charles Grodin', 'Ellen Barkin', 'Nicolas Cage', 'Forest Whitaker', 'William Baldwin', 'Demi Moore', 'Jim Carrey', 'Rob Lowe', 'Michael Douglas', 'Ned Beatty', 'Kiefer Sutherland', 'Ice Cube', 'Chris Rock', 'Nicole Kidman', 'Campbell Scott', 'Julia Roberts', 'Sean Young', 'Isabella Rossellini', 'Ted Danson', 'William Petersen', 'Colin Farrell', 'Val Kilmer', 'Robert Duvall', 'Michael Fassbender', 'Henry Cavill', 'Dominic Purcell', 'Laurence Fishburne', 'Susan Sarandon', 'Jeff Bridges', 'Frank Langella', 'Samuel L. Jackson', 'Philip Seymour Hoffman', 'Adam Baldwin', 'Matthew McConaughey', 'Colleen Dewhurst', 'Kevin Bacon', 'Max Gail', 'Mr. T', 'Tommy Lee Jones', 'Emmy Rossum']]
Predicted Ans:    Emilio Estevez
Predicted Path:   Tigerland --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[starred_actors]--> Emilio Estevez
Path (Raw):       Tigerland --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.415451
Path Entropy(↓):  1.394107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by robert williams were in which genres
Start Entity:     Robert Williams
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Williams --[(INV) starred_actors]--> Platinum Blonde --[has_genre]--> Comedy
Path (Raw):       Robert Williams --[No Operation]--> Robert Williams --[(INV) starred_actors]--> Platinum Blonde --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the blue light
Start Entity:     The Blue Light
Gold Answer:      [['Arnold Fanck', 'Ray Müller']]
Predicted Ans:    Arnold Fanck
Predicted Path:   The Blue Light --[starred_actors]--> Leni Riefenstahl --[(INV) starred_actors]--> S.O.S. Eisberg --[written_by]--> Arnold Fanck
Path (Raw):       The Blue Light --[starred_actors]--> Leni Riefenstahl --[(INV) starred_actors]--> S.O.S. Eisberg --[written_by]--> Arnold Fanck
Neg LogProb(↓):   0.013092
Path Entropy(↓):  0.071477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie i, robot
Start Entity:     I, Robot
Gold Answer:      [['Isaac Asimov', 'Jeff Vintar', 'Akiva Goldsman']]
Predicted Ans:    Jeff Vintar
Predicted Path:   I, Robot --[written_by]--> Jeff Vintar --[(INV) written_by]--> I, Robot --[written_by]--> Jeff Vintar
Path (Raw):       I, Robot --[written_by]--> Jeff Vintar --[(INV) written_by]--> I, Robot --[written_by]--> Jeff Vintar
Neg LogProb(↓):   0.020557
Path Entropy(↓):  0.116856
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with charles gordone
Start Entity:     Charles Gordone
Gold Answer:      [['Scatman Crothers', 'Barry White']]
Predicted Ans:    Scatman Crothers
Predicted Path:   Charles Gordone --[(INV) starred_actors]--> Coonskin --[starred_actors]--> Scatman Crothers
Path (Raw):       Charles Gordone --[No Operation]--> Charles Gordone --[(INV) starred_actors]--> Coonskin --[starred_actors]--> Scatman Crothers
Neg LogProb(↓):   0.051257
Path Entropy(↓):  0.216958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by lisa ray
Start Entity:     Lisa Ray
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Lisa Ray --[(INV) starred_actors]--> Cooking with Stella --[has_genre]--> Comedy
Path (Raw):       Lisa Ray --[No Operation]--> Lisa Ray --[(INV) starred_actors]--> Cooking with Stella --[has_genre]--> Comedy
Neg LogProb(↓):   0.055030
Path Entropy(↓):  0.218134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in black bread
Start Entity:     Black Bread
Gold Answer:      [['Catalan', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Black Bread --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Black Bread --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.009093
Path Entropy(↓):  2.050780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the turning point
Start Entity:     The Turning Point
Gold Answer:      [['1980', '1970', '1954', '2008', '2003', '1992', '1959', '1993', '1985', '1967', '1979', '1974', '2007', '1998', '1963', '2009', '1957', '1982', '1994', '1983', '1995', '1972', '1990', '1996', '2012', '1961', '2011', '1955', '2013', '1962', '1988', '2000', '1964', '1997', '1966', '1960', '2005', '1991', '1969', '1965', '1999', '1987', '1986', '1958']]
Predicted Ans:    1961
Predicted Path:   The Turning Point --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> The Children's Hour --[release_year]--> 1961
Path (Raw):       The Turning Point --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> The Children's Hour --[release_year]--> 1961
Neg LogProb(↓):   1.218166
Path Entropy(↓):  2.071452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote pecker
Start Entity:     Pecker
Gold Answer:      [['Ricki Lake', 'Selma Blair', 'Chris Isaak', 'Susan Tyrrell', 'Matthew Lillard', 'Tracey Ullman', 'Divine', 'Johnny Knoxville', 'Kathleen Turner', 'Sam Waterston', 'Mary Vivian Pearce', 'David Lochary', 'Amy Locane', 'Tab Hunter', 'John Waters', 'Mink Stole', 'Edith Massey', 'Liz Renay', 'Johnny Depp', 'Polly Bergen', 'Sonny Bono']]
Predicted Ans:    Divine
Predicted Path:   Pecker --[written_by]--> John Waters --[(INV) written_by]--> Hairspray --[starred_actors]--> Divine
Path (Raw):       Pecker --[written_by]--> John Waters --[(INV) written_by]--> Hairspray --[starred_actors]--> Divine
Neg LogProb(↓):   0.955960
Path Entropy(↓):  1.386914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie masquerade were in which languages
Start Entity:     Masquerade
Gold Answer:      [['English', 'Latin']]
Predicted Ans:    Latin
Predicted Path:   Masquerade --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[in_language]--> Latin
Path (Raw):       Masquerade --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[in_language]--> Latin
Neg LogProb(↓):   0.008420
Path Entropy(↓):  0.060864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie family resemblances were in which genres
Start Entity:     Family Resemblances
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Family Resemblances --[starred_actors]--> Agnès Jaoui --[(INV) starred_actors]--> Look at Me --[has_genre]--> Drama
Path (Raw):       Family Resemblances --[starred_actors]--> Agnès Jaoui --[(INV) starred_actors]--> Look at Me --[has_genre]--> Drama
Neg LogProb(↓):   0.060102
Path Entropy(↓):  0.259329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the thief director
Start Entity:     Thief
Gold Answer:      [['Thomas Harris', 'Eric Roth', 'Marie Brenner', 'Anthony Yerkovich', 'Michael Mann', 'Paul Morrissey', 'Ann Biderman', 'Ronan Bennett', 'Bryan Burrough', 'F. Paul Wilson', 'James Fenimore Cooper', 'Stuart Beattie', 'Robert Dillon']]
Predicted Ans:    Michael Mann
Predicted Path:   Thief --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[written_by]--> Michael Mann
Path (Raw):       Thief --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[written_by]--> Michael Mann
Neg LogProb(↓):   0.229531
Path Entropy(↓):  0.787158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in big bully
Start Entity:     Big Bully
Gold Answer:      [['Robert Young', 'Damian Harris', 'Henry Koster', 'David Palmer', 'Jessy Terrero', 'Dax Shepard', 'Brandon Beckner', 'Herbert Ross', 'Ron Oliver', 'Joe Johnston', 'Harold Ramis', 'Rick Moranis', 'Frank Oz', 'Brian Levant', 'Dean Cundey', 'Mel Brooks', 'Dave Thomas', 'Chris Columbus', 'Arthur Hiller']]
Predicted Ans:    Chris Columbus
Predicted Path:   Big Bully --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Nine Months --[directed_by]--> Chris Columbus
Path (Raw):       Big Bully --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Nine Months --[directed_by]--> Chris Columbus
Neg LogProb(↓):   1.237759
Path Entropy(↓):  1.792058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by lasse aberg release
Start Entity:     Lasse Åberg
Gold Answer:      [['2011', '1991']]
Predicted Ans:    1991
Predicted Path:   Lasse Åberg --[(INV) directed_by]--> Den ofrivillige golfaren --[release_year]--> 1991
Path (Raw):       Lasse Åberg --[No Operation]--> Lasse Åberg --[(INV) directed_by]--> Den ofrivillige golfaren --[release_year]--> 1991
Neg LogProb(↓):   0.623019
Path Entropy(↓):  0.690857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed zatoichi meets yojimbo
Start Entity:     Zatoichi Meets Yojimbo
Gold Answer:      [['1966', '1968', '1965']]
Predicted Ans:    1966
Predicted Path:   Zatoichi Meets Yojimbo --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> The Sword of Doom --[release_year]--> 1966
Path (Raw):       Zatoichi Meets Yojimbo --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> The Sword of Doom --[release_year]--> 1966
Neg LogProb(↓):   0.721284
Path Entropy(↓):  1.175570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film wilder napalm
Start Entity:     Wilder Napalm
Gold Answer:      [['Charles Edward Pogue', 'Richard Jefferies', 'Ivan Reitman', 'Todd Haynes', 'David S. Ward', 'Paul Jarrico', 'Nel King', 'Douglas Day Stewart', 'Jim Kouf', 'Larry McMurtry', 'John Steinbeck', 'Jack Baran', 'Paul Bowles', 'Roland Emmerich', 'Arthur Miller', 'George Froeschel', 'James L. Brooks', 'James Bridges', 'Oliver Stone', 'Charles Shyer', 'Larry Brown', 'Christian Alvart', 'Jim McBride', 'Frank Deford', 'Boaz Yakin', 'Mark Poirier', 'Lawrence Kasdan', 'Steve Tesich', 'Sean McNamara', 'Alan Parker', 'Ronald Bass', 'Peter Benchley', 'Erich Kästner', 'Naomi Foner', 'Mary McGarry Morris', 'Nancy Meyers', 'Russell Rouse', 'Clarence Greene', 'Harvey Weinstein', 'Travis Milloy', 'Bernardo Bertolucci', 'Leslie Bohem', 'Nunnally Johnson', 'Joe Eszterhas', 'Barry L. Levy', 'Daniel Petrie Jr.', 'Ian Abrams', 'Toby Emmerich', 'Scott Sommer', 'Carrie Fisher', 'Arliss Howard', 'Billy Crystal', 'Dan Gordon', 'John Lee Hancock', 'Myra Lewis', 'Lee Sternthal', 'Craig Brewer', 'Charles Leavitt', 'Brian Klugman', 'Carl Gottlieb', 'Scott Spiegel', 'David Swift', 'James Howard', 'Ronald Millar', 'Bethany Hamilton', 'Paul Weitz', 'Callie Khouri', 'Stephen Gaghan', 'Tom Wolfe', 'Mark Milgard']]
Predicted Ans:    Ian Abrams
Predicted Path:   Wilder Napalm --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Undercover Blues --[written_by]--> Ian Abrams
Path (Raw):       Wilder Napalm --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Undercover Blues --[written_by]--> Ian Abrams
Neg LogProb(↓):   1.418562
Path Entropy(↓):  2.182090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by therese giehse were released in which years
Start Entity:     Therese Giehse
Gold Answer:      [['1934', '1975']]
Predicted Ans:    1934
Predicted Path:   Therese Giehse --[(INV) starred_actors]--> Black Moon --[release_year]--> 1934
Path (Raw):       Therese Giehse --[No Operation]--> Therese Giehse --[(INV) starred_actors]--> Black Moon --[release_year]--> 1934
Neg LogProb(↓):   0.128749
Path Entropy(↓):  0.368527
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote mr. hobbs takes a vacation
Start Entity:     Mr. Hobbs Takes a Vacation
Gold Answer:      [['Diane Keaton', 'Steve Martin', 'Joan Bennett', 'Don Taylor', 'Elizabeth Taylor', 'Spencer Tracy', 'Kieran Culkin']]
Predicted Ans:    Joan Bennett
Predicted Path:   Mr. Hobbs Takes a Vacation --[written_by]--> Edward Streeter --[(INV) written_by]--> Father of the Bride --[starred_actors]--> Joan Bennett
Path (Raw):       Mr. Hobbs Takes a Vacation --[written_by]--> Edward Streeter --[(INV) written_by]--> Father of the Bride --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   0.111180
Path Entropy(↓):  0.459933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of age of consent
Start Entity:     Age of Consent
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Age of Consent --[release_year]--> 1969 --[(INV) release_year]--> Sabata --[release_year]--> 1969
Path (Raw):       Age of Consent --[release_year]--> 1969 --[(INV) release_year]--> Sabata --[release_year]--> 1969
Neg LogProb(↓):   2.293660
Path Entropy(↓):  3.362305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the last emperor also starred in which films
Start Entity:     The Last Emperor
Gold Answer:      [['The Stunt Man', 'The Day They Robbed the Bank of England', 'The Shadow', 'Venus', 'Becket', 'Wedlock', 'The Lion in Winter', 'King Ralph', 'The Nutcracker Prince', 'Temptation of a Monk', 'Lawrence of Arabia', 'Sunflower', 'Creator', 'Supergirl', 'The Home Song Stories', 'Golden Gate', 'On Deadly Ground', "Murphy's War", 'Man of La Mancha', 'Power Play', 'Club Paradise', 'High Spirits', 'M. Butterfly', 'My Favorite Year', 'Year of the Dragon', 'The Night of the Generals', 'Iceman', 'Phantoms', 'Lord Jim', 'The Sun Also Rises', 'The Hunted', 'How to Steal a Million']]
Predicted Ans:    Lord Jim
Predicted Path:   The Last Emperor --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim
Path (Raw):       The Last Emperor --[starred_actors]--> Peter O'Toole --[No Operation]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim
Neg LogProb(↓):   0.779841
Path Entropy(↓):  1.777686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter jeff nathanson wrote films together with who
Start Entity:     Jeff Nathanson
Gold Answer:      [['David Koepp', 'Bill Collage', 'Adam Cooper', 'Ted Griffin', 'George Lucas']]
Predicted Ans:    David Koepp
Predicted Path:   Jeff Nathanson --[(INV) written_by]--> Indiana Jones and the Kingdom of the Crystal Skull --[written_by]--> David Koepp
Path (Raw):       Jeff Nathanson --[No Operation]--> Jeff Nathanson --[(INV) written_by]--> Indiana Jones and the Kingdom of the Crystal Skull --[written_by]--> David Koepp
Neg LogProb(↓):   0.111371
Path Entropy(↓):  0.354510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of the railway children
Start Entity:     The Railway Children
Gold Answer:      [['The Wrong Arm of the Law', 'Genevieve', 'She', 'The Mouse on the Moon']]
Predicted Ans:    The Wrong Arm of the Law
Predicted Path:   The Railway Children --[starred_actors]--> Bernard Cribbins --[(INV) starred_actors]--> The Wrong Arm of the Law
Path (Raw):       The Railway Children --[No Operation]--> The Railway Children --[starred_actors]--> Bernard Cribbins --[(INV) starred_actors]--> The Wrong Arm of the Law
Neg LogProb(↓):   0.555823
Path Entropy(↓):  0.808632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by yvonne monlaur
Start Entity:     Yvonne Monlaur
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Yvonne Monlaur --[(INV) starred_actors]--> The Brides of Dracula --[has_genre]--> Horror
Path (Raw):       Yvonne Monlaur --[No Operation]--> Yvonne Monlaur --[(INV) starred_actors]--> The Brides of Dracula --[has_genre]--> Horror
Neg LogProb(↓):   0.065604
Path Entropy(↓):  0.236488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of candyman
Start Entity:     Candyman
Gold Answer:      [['Chicago Joe and the Showgirl', 'Mr. Nice', 'Anna Karenina', 'Paperhouse']]
Predicted Ans:    Anna Karenina
Predicted Path:   Candyman --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Anna Karenina
Path (Raw):       Candyman --[No Operation]--> Candyman --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Anna Karenina
Neg LogProb(↓):   0.110299
Path Entropy(↓):  0.419457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by vladimir grammatikov in
Start Entity:     Vladimir Grammatikov
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Vladimir Grammatikov --[(INV) directed_by]--> Mio in the Land of Faraway --[in_language]--> English
Path (Raw):       Vladimir Grammatikov --[No Operation]--> Vladimir Grammatikov --[(INV) directed_by]--> Mio in the Land of Faraway --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with jan pinkava
Start Entity:     Jan Pinkava
Gold Answer:      [['Brad Bird']]
Predicted Ans:    Brad Bird
Predicted Path:   Jan Pinkava --[(INV) written_by]--> Ratatouille --[written_by]--> Brad Bird
Path (Raw):       Jan Pinkava --[No Operation]--> Jan Pinkava --[(INV) written_by]--> Ratatouille --[written_by]--> Brad Bird
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the last kiss
Start Entity:     The Last Kiss
Gold Answer:      [['The Pursuit of Happyness', 'Playing for Keeps', 'But Forever in My Mind', 'Conviction', 'Remember Me, My Love', 'Seven Pounds']]
Predicted Ans:    The Last Kiss
Predicted Path:   The Last Kiss --[directed_by]--> Gabriele Muccino --[(INV) directed_by]--> The Last Kiss
Path (Raw):       The Last Kiss --[No Operation]--> The Last Kiss --[directed_by]--> Gabriele Muccino --[(INV) directed_by]--> The Last Kiss
Neg LogProb(↓):   0.007053
Path Entropy(↓):  0.048111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by thomas rickman starred who
Start Entity:     Thomas Rickman
Gold Answer:      [['Burt Reynolds', 'Jerry Reed', 'Jack Lemmon', 'Hank Azaria']]
Predicted Ans:    Jack Lemmon
Predicted Path:   Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie --[starred_actors]--> Jack Lemmon
Path (Raw):       Thomas Rickman --[No Operation]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie --[starred_actors]--> Jack Lemmon
Neg LogProb(↓):   0.055395
Path Entropy(↓):  0.209810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is the bitter tea of general yen about
Start Entity:     The Bitter Tea of General Yen
Gold Answer:      [['bd-r', 'frank capra', 'barbara stanwyck']]
Predicted Ans:    bd-r
Predicted Path:   The Bitter Tea of General Yen --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The Bitter Tea of General Yen --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.903847
Path Entropy(↓):  1.297046
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie drinking buddies about
Start Entity:     Drinking Buddies
Gold Answer:      [['drinking', 'jake johnson', 'joe swanberg', 'chicago', 'anna kendrick', 'olivia wilde']]
Predicted Ans:    drinking
Predicted Path:   Drinking Buddies --[has_tags]--> drinking --[(INV) has_tags]--> Drinking Buddies --[has_tags]--> drinking
Path (Raw):       Drinking Buddies --[has_tags]--> drinking --[(INV) has_tags]--> Drinking Buddies --[has_tags]--> drinking
Neg LogProb(↓):   0.088409
Path Entropy(↓):  0.366775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did vivienne laxdal write
Start Entity:     Vivienne Laxdal
Gold Answer:      [['These Girls']]
Predicted Ans:    These Girls
Predicted Path:   Vivienne Laxdal --[(INV) written_by]--> These Girls --[written_by]--> Vivienne Laxdal --[(INV) written_by]--> These Girls
Path (Raw):       Vivienne Laxdal --[(INV) written_by]--> These Girls --[written_by]--> Vivienne Laxdal --[(INV) written_by]--> These Girls
Neg LogProb(↓):   0.000348
Path Entropy(↓):  0.003121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tina holmes act in
Start Entity:     Tina Holmes
Gold Answer:      [['Edge of Seventeen', 'Shelter']]
Predicted Ans:    Edge of Seventeen
Predicted Path:   Tina Holmes --[(INV) starred_actors]--> Edge of Seventeen --[starred_actors]--> Tina Holmes --[(INV) starred_actors]--> Edge of Seventeen
Path (Raw):       Tina Holmes --[(INV) starred_actors]--> Edge of Seventeen --[starred_actors]--> Tina Holmes --[(INV) starred_actors]--> Edge of Seventeen
Neg LogProb(↓):   0.017174
Path Entropy(↓):  0.091705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does william marshall star in
Start Entity:     William Marshall
Gold Answer:      [['Blacula']]
Predicted Ans:    Blacula
Predicted Path:   William Marshall --[(INV) starred_actors]--> Blacula --[starred_actors]--> Vonetta McGee --[(INV) starred_actors]--> Blacula
Path (Raw):       William Marshall --[(INV) starred_actors]--> Blacula --[starred_actors]--> Vonetta McGee --[(INV) starred_actors]--> Blacula
Neg LogProb(↓):   0.001530
Path Entropy(↓):  0.011441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film i sell the dead
Start Entity:     I Sell the Dead
Gold Answer:      [['Glenn McQuaid']]
Predicted Ans:    Glenn McQuaid
Predicted Path:   I Sell the Dead --[written_by]--> Glenn McQuaid --[(INV) written_by]--> I Sell the Dead --[written_by]--> Glenn McQuaid
Path (Raw):       I Sell the Dead --[written_by]--> Glenn McQuaid --[(INV) written_by]--> I Sell the Dead --[written_by]--> Glenn McQuaid
Neg LogProb(↓):   0.014866
Path Entropy(↓):  0.076995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the sorcerer director
Start Entity:     Sorcerer
Gold Answer:      [['Robin Moore', 'William Peter Blatty', 'William Friedkin', 'Dan Greenburg', 'Rowland Barber', 'Norman Lear', 'Gerald Walker', 'Ernest Tidyman', 'Ron Shelton', 'Reginald Rose', 'Uwe Boll', 'Joe Eszterhas', 'Tracy Letts', 'William Castle', 'Thomas Page', 'Gerald Petievich', 'Mart Crowley']]
Predicted Ans:    Uwe Boll
Predicted Path:   Sorcerer --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage --[written_by]--> Uwe Boll
Path (Raw):       Sorcerer --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage --[written_by]--> Uwe Boll
Neg LogProb(↓):   0.611166
Path Entropy(↓):  0.955273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sander vanocur appeared in the same movie with who
Start Entity:     Sander Vanocur
Gold Answer:      [['Tarah Nutter', 'Bree Walker', 'Martin Landau', 'Jack Palance']]
Predicted Ans:    Jack Palance
Predicted Path:   Sander Vanocur --[(INV) starred_actors]--> Without Warning --[starred_actors]--> Jack Palance
Path (Raw):       Sander Vanocur --[No Operation]--> Sander Vanocur --[(INV) starred_actors]--> Without Warning --[starred_actors]--> Jack Palance
Neg LogProb(↓):   0.400272
Path Entropy(↓):  0.892318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by rowland barber release
Start Entity:     Rowland Barber
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Rowland Barber --[(INV) written_by]--> The Night They Raided Minsky's --[release_year]--> 1968
Path (Raw):       Rowland Barber --[No Operation]--> Rowland Barber --[(INV) written_by]--> The Night They Raided Minsky's --[release_year]--> 1968
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films her alibi are written by who
Start Entity:     Her Alibi
Gold Answer:      [['Marilyn Levy', 'Larry Gelbart', 'Kenneth G. Ross', 'Stephen Katz', 'John Darrouzet', 'Horton Foote', 'Brian Moore', 'William Boyd', 'Bruce Beresford', 'Beth Henley', 'Alfred Uhry']]
Predicted Ans:    Bruce Beresford
Predicted Path:   Her Alibi --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[written_by]--> Bruce Beresford
Path (Raw):       Her Alibi --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[written_by]--> Bruce Beresford
Neg LogProb(↓):   0.152729
Path Entropy(↓):  0.560531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the outfit
Start Entity:     The Outfit
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Outfit --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Path (Raw):       The Outfit --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Neg LogProb(↓):   0.013135
Path Entropy(↓):  0.087750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with brian askew
Start Entity:     Brian Askew
Gold Answer:      [['Charlie Stratton', 'Katie Swain', 'Will Tiao', 'Nathaniel Goodman', 'Yann Samuell']]
Predicted Ans:    Yann Samuell
Predicted Path:   Brian Askew --[(INV) written_by]--> Formosa Betrayed --[written_by]--> Yann Samuell
Path (Raw):       Brian Askew --[No Operation]--> Brian Askew --[(INV) written_by]--> Formosa Betrayed --[written_by]--> Yann Samuell
Neg LogProb(↓):   0.000217
Path Entropy(↓):  0.002274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by kyle gass released
Start Entity:     Kyle Gass
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Kyle Gass --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[release_year]--> 2006
Path (Raw):       Kyle Gass --[No Operation]--> Kyle Gass --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[release_year]--> 2006
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of grand masti also starred in which films
Start Entity:     Grand Masti
Gold Answer:      [['Masti']]
Predicted Ans:    Grand Masti
Predicted Path:   Grand Masti --[starred_actors]--> Vivek Oberoi --[(INV) starred_actors]--> Grand Masti
Path (Raw):       Grand Masti --[starred_actors]--> Vivek Oberoi --[No Operation]--> Vivek Oberoi --[(INV) starred_actors]--> Grand Masti
Neg LogProb(↓):   0.568411
Path Entropy(↓):  0.893957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films that share directors with disclosure in
Start Entity:     Disclosure
Gold Answer:      [['Turkish', 'Polish', 'German']]
Predicted Ans:    German
Predicted Path:   Disclosure --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Path (Raw):       Disclosure --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Neg LogProb(↓):   0.042148
Path Entropy(↓):  0.192511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie gleaming the cube
Start Entity:     Gleaming the Cube
Gold Answer:      [['Christian Slater']]
Predicted Ans:    Christian Slater
Predicted Path:   Gleaming the Cube --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Kuffs --[starred_actors]--> Christian Slater
Path (Raw):       Gleaming the Cube --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Kuffs --[starred_actors]--> Christian Slater
Neg LogProb(↓):   0.201605
Path Entropy(↓):  0.541686
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor clif prowse is a co - star of who
Start Entity:     Clif Prowse
Gold Answer:      [['Derek Lee']]
Predicted Ans:    Derek Lee
Predicted Path:   Clif Prowse --[(INV) starred_actors]--> Afflicted --[starred_actors]--> Derek Lee
Path (Raw):       Clif Prowse --[No Operation]--> Clif Prowse --[(INV) starred_actors]--> Afflicted --[starred_actors]--> Derek Lee
Neg LogProb(↓):   0.015386
Path Entropy(↓):  0.079929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by bean actors
Start Entity:     Bean
Gold Answer:      [['Roald Dahl', 'Nigel Kneale', 'Norah Lofts', 'Neal Purvis', 'William Davies', 'Richard Curtis', 'Rowan Atkinson', 'Robert Wade']]
Predicted Ans:    Richard Curtis
Predicted Path:   Bean --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy --[written_by]--> Richard Curtis
Path (Raw):       Bean --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy --[written_by]--> Richard Curtis
Neg LogProb(↓):   0.007749
Path Entropy(↓):  0.049367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is fletch
Start Entity:     Fletch
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fletch --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fletch --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.272102
Path Entropy(↓):  4.347729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the night visitor
Start Entity:     The Night Visitor
Gold Answer:      [['1980', '1970', '1946', '2008', '1993', '1935', '1974', '1977', '1968', '1998', '2009', '1957', '1951', '1973', '1983', '1976', '1972', '1971', '1990', '1996', '2002', '2012', '1955', '2011', '1962', '1934', '1978', '1964', '1949', '1975', '1966', '1960', '1965', '1987', '1937', '1958']]
Predicted Ans:    2012
Predicted Path:   The Night Visitor --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Path (Raw):       The Night Visitor --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Neg LogProb(↓):   0.685514
Path Entropy(↓):  1.653781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the ambulance
Start Entity:     The Ambulance
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Ambulance --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[has_genre]--> Horror
Path (Raw):       The Ambulance --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[has_genre]--> Horror
Neg LogProb(↓):   0.387810
Path Entropy(↓):  0.995153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of springfield rifle is also the director of which movies
Start Entity:     Springfield Rifle
Gold Answer:      [['House of Wax', 'Crime Wave', 'Pitfall', 'Day of the Outlaw']]
Predicted Ans:    Pitfall
Predicted Path:   Springfield Rifle --[directed_by]--> André De Toth --[(INV) directed_by]--> Pitfall
Path (Raw):       Springfield Rifle --[directed_by]--> André De Toth --[(INV) directed_by]--> Pitfall --[No Operation]--> Pitfall
Neg LogProb(↓):   0.311719
Path Entropy(↓):  0.887744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by matthew robbins
Start Entity:     Matthew Robbins
Gold Answer:      [['Troy Nixey']]
Predicted Ans:    Troy Nixey
Predicted Path:   Matthew Robbins --[(INV) written_by]--> Don't Be Afraid of the Dark --[directed_by]--> Troy Nixey
Path (Raw):       Matthew Robbins --[No Operation]--> Matthew Robbins --[(INV) written_by]--> Don't Be Afraid of the Dark --[directed_by]--> Troy Nixey
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by go for sisters writers release
Start Entity:     Go for Sisters
Gold Answer:      [['1980', '1970', '1992', '1979', '1984', '2007', '2010', '2004', '1982', '1994', '1983', '1989', '1996', '2002', '1981', '1988', '1997', '1991', '1999', '1987']]
Predicted Ans:    1987
Predicted Path:   Go for Sisters --[written_by]--> John Sayles --[(INV) written_by]--> Matewan --[release_year]--> 1987
Path (Raw):       Go for Sisters --[written_by]--> John Sayles --[(INV) written_by]--> Matewan --[release_year]--> 1987
Neg LogProb(↓):   0.703301
Path Entropy(↓):  1.712811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by john monk saunders release
Start Entity:     John Monk Saunders
Gold Answer:      [['1966', '1938', '1927', '1928', '1930']]
Predicted Ans:    1930
Predicted Path:   John Monk Saunders --[(INV) written_by]--> The Dawn Patrol --[release_year]--> 1930
Path (Raw):       John Monk Saunders --[No Operation]--> John Monk Saunders --[(INV) written_by]--> The Dawn Patrol --[release_year]--> 1930
Neg LogProb(↓):   1.180787
Path Entropy(↓):  1.870608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie brigadoon
Start Entity:     Brigadoon
Gold Answer:      [['Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Brigadoon --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Path (Raw):       Brigadoon --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.216930
Path Entropy(↓):  0.517210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by rajeev khandelwal
Start Entity:     Rajeev Khandelwal
Gold Answer:      [['Raj Kumar Gupta']]
Predicted Ans:    Aditya Datt
Predicted Path:   Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21 --[directed_by]--> Aditya Datt
Path (Raw):       Rajeev Khandelwal --[No Operation]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21 --[directed_by]--> Aditya Datt
Neg LogProb(↓):   0.002727
Path Entropy(↓):  0.018851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by actors in hair
Start Entity:     Hair
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hair --[starred_actors]--> John Savage --[(INV) starred_actors]--> Salvador --[has_genre]--> Drama
Path (Raw):       Hair --[starred_actors]--> John Savage --[(INV) starred_actors]--> Salvador --[has_genre]--> Drama
Neg LogProb(↓):   1.104880
Path Entropy(↓):  1.767673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by bernard knowles were released in which years
Start Entity:     Bernard Knowles
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Bernard Knowles --[(INV) directed_by]--> A Place of One's Own --[release_year]--> 1945
Path (Raw):       Bernard Knowles --[No Operation]--> Bernard Knowles --[(INV) directed_by]--> A Place of One's Own --[release_year]--> 1945
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000239
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ben ramsey was the director on which movies
Start Entity:     Ben Ramsey
Gold Answer:      [['Love and a Bullet', 'Blood and Bone']]
Predicted Ans:    Love and a Bullet
Predicted Path:   Ben Ramsey --[(INV) directed_by]--> Love and a Bullet --[directed_by]--> Ben Ramsey --[(INV) directed_by]--> Love and a Bullet
Path (Raw):       Ben Ramsey --[(INV) directed_by]--> Love and a Bullet --[directed_by]--> Ben Ramsey --[(INV) directed_by]--> Love and a Bullet
Neg LogProb(↓):   0.869913
Path Entropy(↓):  1.404963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by paul solet fall under
Start Entity:     Paul Solet
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Paul Solet --[(INV) directed_by]--> Grace --[has_genre]--> Horror
Path (Raw):       Paul Solet --[No Operation]--> Paul Solet --[(INV) directed_by]--> Grace --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the deadly spawn was
Start Entity:     The Deadly Spawn
Gold Answer:      [['Douglas McKeown']]
Predicted Ans:    Douglas McKeown
Predicted Path:   The Deadly Spawn --[directed_by]--> Douglas McKeown --[(INV) directed_by]--> The Deadly Spawn --[directed_by]--> Douglas McKeown
Path (Raw):       The Deadly Spawn --[directed_by]--> Douglas McKeown --[(INV) directed_by]--> The Deadly Spawn --[directed_by]--> Douglas McKeown
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the experiment
Start Entity:     The Experiment
Gold Answer:      [['Christian E. Christiansen', 'Roger Donaldson', 'Craig Bolotin', 'Nimród Antal', 'Greg Pritikin', 'Ken Loach', 'Timothy Linh Bui', 'Aaron Harvey', 'Spike Lee', 'Antonia Bird', 'Philippe Caland', 'Mark Rydell', 'Merian C. Cooper', 'Wes Anderson', 'Rian Johnson', 'Vincenzo Natali', 'Miguel Sapochnik', 'Richard Benjamin', 'Roman Polanski', 'Sarik Andreasyan', 'Roy London', 'Allen Coulter', 'Tony Kaye', 'Scott Stewart', 'Jon Turteltaub', 'Roger Christian', 'Abel Ferrara', 'Michael Greenspan', 'Joel Schumacher', 'Neil Jordan', 'Aric Avelino', 'Kevin Macdonald', 'Dario Argento', 'Howard Deutch', 'John Stalberg', 'Richard Shepard', 'Pete Travis', 'Julien Temple', 'Eric Bross', 'John Guillermin', 'Kasi Lemmons', 'David Ayer', 'Alan Jacobs', 'David Fincher', 'Ernest B. Schoedsack', 'Peter Jackson', 'John Irvin', 'Tengiz Abuladze']]
Predicted Ans:    Roman Polanski
Predicted Path:   The Experiment --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Pianist --[directed_by]--> Roman Polanski
Path (Raw):       The Experiment --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Pianist --[directed_by]--> Roman Polanski
Neg LogProb(↓):   1.519531
Path Entropy(↓):  2.181029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did terry kinney star in
Start Entity:     Terry Kinney
Gold Answer:      [['Body Snatchers']]
Predicted Ans:    For Love or Money
Predicted Path:   Terry Kinney --[(INV) starred_actors]--> Body Snatchers --[starred_actors]--> Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money
Path (Raw):       Terry Kinney --[(INV) starred_actors]--> Body Snatchers --[starred_actors]--> Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money
Neg LogProb(↓):   0.023427
Path Entropy(↓):  0.117125
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by susan george were in which languages
Start Entity:     Susan George
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Susan George --[(INV) starred_actors]--> Lola --[in_language]--> French
Path (Raw):       Susan George --[No Operation]--> Susan George --[(INV) starred_actors]--> Lola --[in_language]--> French
Neg LogProb(↓):   0.030483
Path Entropy(↓):  0.142263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie black legion were in which languages
Start Entity:     Black Legion
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Black Legion --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Black Legion --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.859104
Path Entropy(↓):  1.555420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film junebug
Start Entity:     Junebug
Gold Answer:      [['1995', '1998', '2003', '1992', '2010', '1996', '2013']]
Predicted Ans:    1992
Predicted Path:   Junebug --[starred_actors]--> Embeth Davidtz --[(INV) starred_actors]--> Army of Darkness --[release_year]--> 1992
Path (Raw):       Junebug --[starred_actors]--> Embeth Davidtz --[(INV) starred_actors]--> Army of Darkness --[release_year]--> 1992
Neg LogProb(↓):   0.307915
Path Entropy(↓):  0.784500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by gosia dobrowolska release
Start Entity:     Gosia Dobrowolska
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Gosia Dobrowolska --[(INV) starred_actors]--> A Woman's Tale --[release_year]--> 1991
Path (Raw):       Gosia Dobrowolska --[No Operation]--> Gosia Dobrowolska --[(INV) starred_actors]--> A Woman's Tale --[release_year]--> 1991
Neg LogProb(↓):   0.001986
Path Entropy(↓):  0.014470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is conviction
Start Entity:     Conviction
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Conviction --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Conviction --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.993077
Path Entropy(↓):  4.322314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of echelon conspiracy
Start Entity:     Echelon Conspiracy
Gold Answer:      [['15 Minutes', 'Purple Violets', 'Nice Guy Johnny', 'Soldiers of Fortune', 'Newlyweds', 'Body Count', 'Saving God', 'Striptease', 'The Fitzgerald Family Christmas', 'Death Race 2', 'Bringing Out the Dead', 'Whatever It Takes', 'Confidence', 'Patty Hearst', 'Rosewood', 'The River Murders', 'Sidewalks of New York', 'Dawn of the Dead', 'Shooting Gallery', 'The Groomsmen', 'Saving Private Ryan', 'Zombie Apocalypse', 'Piranha 3D', 'Undisputed', 'No Looking Back', 'A Walk to Remember', "She's the One"]]
Predicted Ans:    She's the One
Predicted Path:   Echelon Conspiracy --[starred_actors]--> Edward Burns --[(INV) starred_actors]--> She's the One
Path (Raw):       Echelon Conspiracy --[starred_actors]--> Edward Burns --[No Operation]--> Edward Burns --[(INV) starred_actors]--> She's the One
Neg LogProb(↓):   0.135068
Path Entropy(↓):  0.523145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the bedford incident in a few words
Start Entity:     The Bedford Incident
Gold Answer:      [['cold war', 'bd-r', 'sidney poitier']]
Predicted Ans:    bd-r
Predicted Path:   The Bedford Incident --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Bedford Incident --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.382482
Path Entropy(↓):  0.911380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by douglas sloan
Start Entity:     Douglas Sloan
Gold Answer:      [['Mark Medoff']]
Predicted Ans:    Mark Medoff
Predicted Path:   Douglas Sloan --[(INV) written_by]--> Children on Their Birthdays --[directed_by]--> Mark Medoff
Path (Raw):       Douglas Sloan --[No Operation]--> Douglas Sloan --[(INV) written_by]--> Children on Their Birthdays --[directed_by]--> Mark Medoff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of mandingo starred who
Start Entity:     Mandingo
Gold Answer:      [['Odoardo Spadaro', 'Carole Lombard', 'Shirley Temple', 'Anna Magnani', 'Gary Cooper']]
Predicted Ans:    Anna Magnani
Predicted Path:   Mandingo --[written_by]--> Jack Kirkland --[(INV) written_by]--> The Golden Coach --[starred_actors]--> Anna Magnani
Path (Raw):       Mandingo --[written_by]--> Jack Kirkland --[(INV) written_by]--> The Golden Coach --[starred_actors]--> Anna Magnani
Neg LogProb(↓):   0.435397
Path Entropy(↓):  0.964417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of high sierra
Start Entity:     High Sierra
Gold Answer:      [['Bing Crosby', 'Jane Russell', 'Robert Alda', 'Aldo Ray', 'Van Heflin', 'Claire Trevor', 'Philip Carey', 'Clint Eastwood', 'Gary Cooper', 'Dorothy Malone', 'Walter Pidgeon', 'Tyne Daly', 'Gregory Peck', 'Donna Reed', 'Jack Carson', 'Gladys George', 'Priscilla Lane', 'Raymond Massey', 'Robert Mitchum', 'Ann Sheridan', 'Virginia Mayo', "Edmond O'Brien", 'Alan Hale', 'Joel McCrea', 'Olivia de Havilland', 'Errol Flynn', 'Teresa Wright', 'George Raft', 'James Cagney', 'Eleanor Parker', 'John Agar', 'Robert Ryan', 'John Wayne', 'Roy Rogers', 'Walter Brennan', 'Sydney Greenstreet', 'Judith Anderson', 'Brenda Marshall', 'Robert Beatty', 'Rita Hayworth', 'Kirk Douglas', 'Alexis Smith', 'Dean Jagger', 'Ronald Reagan', 'Clark Gable', 'Marion Davies', 'Mona Freeman', 'Humphrey Bogart', 'Ida Lupino', 'Peter Lorre', 'Rock Hudson', 'Margaret Wycherly']]
Predicted Ans:    Bing Crosby
Predicted Path:   High Sierra --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[starred_actors]--> Bing Crosby
Path (Raw):       High Sierra --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[starred_actors]--> Bing Crosby
Neg LogProb(↓):   0.506816
Path Entropy(↓):  1.157150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mark a. lewis directed which movies
Start Entity:     Mark A. Lewis
Gold Answer:      [['The Thaw']]
Predicted Ans:    The Thaw
Predicted Path:   Mark A. Lewis --[(INV) directed_by]--> The Thaw --[directed_by]--> Mark A. Lewis --[(INV) directed_by]--> The Thaw
Path (Raw):       Mark A. Lewis --[(INV) directed_by]--> The Thaw --[directed_by]--> Mark A. Lewis --[(INV) directed_by]--> The Thaw
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by picnic actors
Start Entity:     Picnic
Gold Answer:      [['Sam Wood', 'Robert Wise', 'George Cukor', 'Clint Eastwood', 'Rudolph Maté', 'Mervyn LeRoy', 'David Lean', 'Richard Quine', 'Blake Edwards', 'Carol Reed', 'Billy Wilder', 'Otto Preminger', 'Robert Aldrich', 'John Ford', 'George Marshall', 'Mark Robson', 'Frank Lloyd', 'Peter Collinson', 'George Sidney', 'Michael Curtiz', 'Henry King', 'Michael Gordon', 'Wesley Ruggles', 'Leo McCarey', 'Luis Mandoki', 'Alfred Hitchcock', 'Sidney Lumet', 'Tinto Brass', 'George Seaton', 'John Guillermin', 'Sydney Pollack', 'Lloyd Bacon', 'Sam Peckinpah', 'Phil Karlson', 'Mike Figgis']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Picnic --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Path (Raw):       Picnic --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.815070
Path Entropy(↓):  1.485514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jared stern were in which genres
Start Entity:     Jared Stern
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Jared Stern --[(INV) written_by]--> The Internship --[has_genre]--> Comedy
Path (Raw):       Jared Stern --[No Operation]--> Jared Stern --[(INV) written_by]--> The Internship --[has_genre]--> Comedy
Neg LogProb(↓):   0.002837
Path Entropy(↓):  0.019449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of finding forrester also starred in which movies
Start Entity:     Finding Forrester
Gold Answer:      [['Buffalo Soldiers', 'Fly Away Home', 'The Presidio', 'From Russia with Love', 'The Molly Maguires', 'Children of the Revolution', 'The Express', 'Dr. No', 'By the Sword', 'Zardoz', 'Thunderball', 'Time Bandits', 'The Man Who Would Be King', 'The Russia House', 'Darkness', 'The Wind and the Lion', 'Five Days One Summer', 'The League of Extraordinary Gentlemen', 'A Walk on the Moon', 'The Anderson Tapes', 'Cuba', 'Meteor', 'Outland', 'The Frightened City', 'The Piano', 'Blue State', 'The Avengers', 'Shalako', 'Indiana Jones and the Last Crusade', 'Robin and Marian', 'Free Ride', 'Just Cause', 'The Hunt for Red October', 'Diamonds Are Forever', 'The Hill', "Darby O'Gill and the Little People", 'Never Say Never Again', 'The Untouchables', 'Family Business', 'Coach Carter', 'Highlander', 'Margaret', 'Marnie', 'Goldfinger', 'Rising Sun', 'The Red Tent', 'Wrong Is Right', 'You Only Live Twice', 'First Knight', 'Take the Lead', 'Medicine Man', 'The Next Man', 'A Fine Madness', 'Entrapment', 'The Name of the Rose', 'The Rock', 'The Offence']]
Predicted Ans:    Finding Forrester
Predicted Path:   Finding Forrester --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Finding Forrester
Path (Raw):       Finding Forrester --[starred_actors]--> Sean Connery --[No Operation]--> Sean Connery --[(INV) starred_actors]--> Finding Forrester
Neg LogProb(↓):   1.219773
Path Entropy(↓):  2.467798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of being julia
Start Entity:     Being Julia
Gold Answer:      [['Rose Byrne', 'Cillian Murphy', 'Stellan Skarsgård', 'Jennifer Ehle', 'Klaus Maria Brandauer', 'Rosemary Harris', 'Rachel Weisz', 'Troy Garity', 'Michelle Yeoh', 'Harvey Keitel', 'Ralph Fiennes']]
Predicted Ans:    Klaus Maria Brandauer
Predicted Path:   Being Julia --[directed_by]--> István Szabó --[(INV) directed_by]--> Mephisto --[starred_actors]--> Klaus Maria Brandauer
Path (Raw):       Being Julia --[directed_by]--> István Szabó --[(INV) directed_by]--> Mephisto --[starred_actors]--> Klaus Maria Brandauer
Neg LogProb(↓):   0.002831
Path Entropy(↓):  0.021475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film moontide was directed by who
Start Entity:     Moontide
Gold Answer:      [['Archie Mayo', 'Fritz Lang']]
Predicted Ans:    Archie Mayo
Predicted Path:   Moontide --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[directed_by]--> Archie Mayo
Path (Raw):       Moontide --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[directed_by]--> Archie Mayo
Neg LogProb(↓):   0.060917
Path Entropy(↓):  0.254902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by terence davies were in which genres
Start Entity:     Terence Davies
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Terence Davies --[(INV) starred_actors]--> Of Time and the City --[has_genre]--> Documentary
Path (Raw):       Terence Davies --[No Operation]--> Terence Davies --[(INV) starred_actors]--> Of Time and the City --[has_genre]--> Documentary
Neg LogProb(↓):   0.000112
Path Entropy(↓):  0.001132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the three stooges in orbit
Start Entity:     The Three Stooges in Orbit
Gold Answer:      [['Edward Bernds', 'Charles Beaumont', 'Ben Hecht']]
Predicted Ans:    Edward Bernds
Predicted Path:   The Three Stooges in Orbit --[directed_by]--> Edward Bernds --[(INV) directed_by]--> Return of the Fly --[written_by]--> Edward Bernds
Path (Raw):       The Three Stooges in Orbit --[directed_by]--> Edward Bernds --[(INV) directed_by]--> Return of the Fly --[written_by]--> Edward Bernds
Neg LogProb(↓):   0.517535
Path Entropy(↓):  0.696387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the pirate movie director
Start Entity:     The Pirate Movie
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Pirate Movie --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Path (Raw):       The Pirate Movie --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Neg LogProb(↓):   0.176407
Path Entropy(↓):  0.578974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did adam roarke act in
Start Entity:     Adam Roarke
Gold Answer:      [['Hells Angels on Wheels']]
Predicted Ans:    Hells Angels on Wheels
Predicted Path:   Adam Roarke --[(INV) starred_actors]--> Hells Angels on Wheels --[starred_actors]--> Adam Roarke --[(INV) starred_actors]--> Hells Angels on Wheels
Path (Raw):       Adam Roarke --[(INV) starred_actors]--> Hells Angels on Wheels --[starred_actors]--> Adam Roarke --[(INV) starred_actors]--> Hells Angels on Wheels
Neg LogProb(↓):   0.183614
Path Entropy(↓):  0.470259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with dark water fall under
Start Entity:     Dark Water
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Dark Water --[directed_by]--> Walter Salles --[(INV) directed_by]--> On the Road --[has_genre]--> Drama
Path (Raw):       Dark Water --[directed_by]--> Walter Salles --[(INV) directed_by]--> On the Road --[has_genre]--> Drama
Neg LogProb(↓):   0.171910
Path Entropy(↓):  0.608666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by josh holloway were directed by who
Start Entity:     Josh Holloway
Gold Answer:      [['Benson Lee']]
Predicted Ans:    Benson Lee
Predicted Path:   Josh Holloway --[(INV) starred_actors]--> Battle of the Year --[directed_by]--> Benson Lee
Path (Raw):       Josh Holloway --[No Operation]--> Josh Holloway --[(INV) starred_actors]--> Battle of the Year --[directed_by]--> Benson Lee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by karen taylor
Start Entity:     Karen Taylor
Gold Answer:      [['Gurinder Chadha', 'Louise Rennison']]
Predicted Ans:    Gurinder Chadha
Predicted Path:   Karen Taylor --[(INV) starred_actors]--> Angus, Thongs and Perfect Snogging --[written_by]--> Gurinder Chadha
Path (Raw):       Karen Taylor --[No Operation]--> Karen Taylor --[(INV) starred_actors]--> Angus, Thongs and Perfect Snogging --[written_by]--> Gurinder Chadha
Neg LogProb(↓):   0.018604
Path Entropy(↓):  0.091873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by gillies mackinnon
Start Entity:     Gillies MacKinnon
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Gillies MacKinnon --[(INV) directed_by]--> Trojan Eddie --[has_genre]--> Drama
Path (Raw):       Gillies MacKinnon --[No Operation]--> Gillies MacKinnon --[(INV) directed_by]--> Trojan Eddie --[has_genre]--> Drama
Neg LogProb(↓):   0.436862
Path Entropy(↓):  1.033117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed nell
Start Entity:     Nell
Gold Answer:      [['Sioux', 'German']]
Predicted Ans:    German
Predicted Path:   Nell --[directed_by]--> Michael Apted --[(INV) directed_by]--> Enigma --[in_language]--> German
Path (Raw):       Nell --[directed_by]--> Michael Apted --[(INV) directed_by]--> Enigma --[in_language]--> German
Neg LogProb(↓):   0.016123
Path Entropy(↓):  0.082085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by kurosawa
Start Entity:     kurosawa
Gold Answer:      [['High and Low', 'Ikiru', 'Throne of Blood', 'Rashomon', 'Yojimbo', 'The Bad Sleep Well', 'Dreams', 'Sanjuro', 'Seven Samurai', 'The Hidden Fortress', 'Ran']]
Predicted Ans:    Rashomon
Predicted Path:   kurosawa --[(INV) has_tags]--> Rashomon --[has_tags]--> akira kurosawa --[(INV) has_tags]--> Rashomon
Path (Raw):       kurosawa --[(INV) has_tags]--> Rashomon --[has_tags]--> akira kurosawa --[(INV) has_tags]--> Rashomon
Neg LogProb(↓):   0.269074
Path Entropy(↓):  0.831221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of red heat
Start Entity:     Red Heat
Gold Answer:      [["Brewster's Millions", 'Last Man Standing', 'Another 48 Hrs.', 'Wild Bill', '48 Hrs.', 'The Warriors', 'Bullet to the Head', 'Extreme Prejudice', 'Supernova', 'Streets of Fire', 'The Driver', 'Hard Times', 'Southern Comfort', 'Trespass', 'Crossroads', 'The Long Riders', 'Undisputed', 'Johnny Handsome']]
Predicted Ans:    Crossroads
Predicted Path:   Red Heat --[directed_by]--> Walter Hill --[(INV) directed_by]--> Crossroads
Path (Raw):       Red Heat --[No Operation]--> Red Heat --[directed_by]--> Walter Hill --[(INV) directed_by]--> Crossroads
Neg LogProb(↓):   0.922667
Path Entropy(↓):  1.808366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie millennium actress
Start Entity:     Millennium Actress
Gold Answer:      [['Seishi Minakami', 'Sadayuki Murai', 'Yoshikazu Takeuchi', 'Satoshi Kon', 'Keiko Nobumoto', 'Yasutaka Tsutsui']]
Predicted Ans:    Yoshikazu Takeuchi
Predicted Path:   Millennium Actress --[directed_by]--> Satoshi Kon --[(INV) directed_by]--> Perfect Blue --[written_by]--> Yoshikazu Takeuchi
Path (Raw):       Millennium Actress --[directed_by]--> Satoshi Kon --[(INV) directed_by]--> Perfect Blue --[written_by]--> Yoshikazu Takeuchi
Neg LogProb(↓):   0.501219
Path Entropy(↓):  0.689867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the set - up
Start Entity:     The Set-Up
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Set-Up --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[has_genre]--> Drama
Path (Raw):       The Set-Up --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[has_genre]--> Drama
Neg LogProb(↓):   0.911058
Path Entropy(↓):  1.479653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by andrew robertson fall under
Start Entity:     Andrew Robertson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Andrew Robertson --[(INV) starred_actors]--> The Cement Garden --[has_genre]--> Drama
Path (Raw):       Andrew Robertson --[No Operation]--> Andrew Robertson --[(INV) starred_actors]--> The Cement Garden --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote young goethe in love
Start Entity:     Young Goethe in Love
Gold Answer:      [['Philipp Stölzl']]
Predicted Ans:    Philipp Stölzl
Predicted Path:   Young Goethe in Love --[written_by]--> Philipp Stölzl --[(INV) written_by]--> Young Goethe in Love --[directed_by]--> Philipp Stölzl
Path (Raw):       Young Goethe in Love --[written_by]--> Philipp Stölzl --[(INV) written_by]--> Young Goethe in Love --[directed_by]--> Philipp Stölzl
Neg LogProb(↓):   0.160265
Path Entropy(↓):  0.419629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film where the truth lies were released in which years
Start Entity:     Where the Truth Lies
Gold Answer:      [['2008', '2003', '1992', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '1990', '1989', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1966', '2005', '1991', '1999', '1987', '1986', '1928']]
Predicted Ans:    2010
Predicted Path:   Where the Truth Lies --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[release_year]--> 2010
Path (Raw):       Where the Truth Lies --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[release_year]--> 2010
Neg LogProb(↓):   0.974550
Path Entropy(↓):  2.399733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie mississippi grind
Start Entity:     Mississippi Grind
Gold Answer:      [['Analeigh Tipton', 'Ben Mendelsohn', 'Ryan Reynolds', 'Sienna Miller']]
Predicted Ans:    Ryan Reynolds
Predicted Path:   Mississippi Grind --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> Definitely, Maybe --[starred_actors]--> Ryan Reynolds
Path (Raw):       Mississippi Grind --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> Definitely, Maybe --[starred_actors]--> Ryan Reynolds
Neg LogProb(↓):   0.450128
Path Entropy(↓):  0.913762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe zulu dawn
Start Entity:     Zulu Dawn
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Zulu Dawn --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Zulu Dawn --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.279535
Path Entropy(↓):  0.566971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by tomas arana were in which languages
Start Entity:     Tomas Arana
Gold Answer:      [['Italian']]
Predicted Ans:    Melissa Painter
Predicted Path:   Tomas Arana --[(INV) starred_actors]--> Wildflowers --[directed_by]--> Melissa Painter
Path (Raw):       Tomas Arana --[No Operation]--> Tomas Arana --[(INV) starred_actors]--> Wildflowers --[directed_by]--> Melissa Painter
Neg LogProb(↓):   0.005710
Path Entropy(↓):  0.036562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What topics is fist of the north star about
Start Entity:     Fist of the North Star
Gold Answer:      [['anime']]
Predicted Ans:    bd-r
Predicted Path:   Fist of the North Star --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Fist of the North Star --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.405486
Path Entropy(↓):  0.821303
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by scott silver were released in which years
Start Entity:     Scott Silver
Gold Answer:      [['1999', '2002']]
Predicted Ans:    2002
Predicted Path:   Scott Silver --[(INV) written_by]--> 8 Mile --[release_year]--> 2002
Path (Raw):       Scott Silver --[No Operation]--> Scott Silver --[(INV) written_by]--> 8 Mile --[release_year]--> 2002
Neg LogProb(↓):   0.005113
Path Entropy(↓):  0.032007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does creighton hale appear in
Start Entity:     Creighton Hale
Gold Answer:      [['The Cat and the Canary']]
Predicted Ans:    The Cat and the Canary
Predicted Path:   Creighton Hale --[(INV) starred_actors]--> The Cat and the Canary --[starred_actors]--> Forrest Stanley --[(INV) starred_actors]--> The Cat and the Canary
Path (Raw):       Creighton Hale --[(INV) starred_actors]--> The Cat and the Canary --[starred_actors]--> Forrest Stanley --[(INV) starred_actors]--> The Cat and the Canary
Neg LogProb(↓):   0.312921
Path Entropy(↓):  0.851299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of son of the pink panther were directed by who
Start Entity:     Son of the Pink Panther
Gold Answer:      [['Richard Quine', 'Blake Edwards', 'Ralph Nelson', 'Alexander Hall', 'François Truffaut', 'Bud Yorkin']]
Predicted Ans:    Blake Edwards
Predicted Path:   Son of the Pink Panther --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[directed_by]--> Blake Edwards
Path (Raw):       Son of the Pink Panther --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[directed_by]--> Blake Edwards
Neg LogProb(↓):   1.460126
Path Entropy(↓):  2.085787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by michael emanuel
Start Entity:     Michael Emanuel
Gold Answer:      [['Bob Badway', 'Igor Meglic']]
Predicted Ans:    Igor Meglic
Predicted Path:   Michael Emanuel --[(INV) directed_by]--> Scary or Die --[directed_by]--> Igor Meglic
Path (Raw):       Michael Emanuel --[No Operation]--> Michael Emanuel --[(INV) directed_by]--> Scary or Die --[directed_by]--> Igor Meglic
Neg LogProb(↓):   0.012236
Path Entropy(↓):  0.071602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of coldblooded
Start Entity:     Coldblooded
Gold Answer:      [['2002']]
Predicted Ans:    1995
Predicted Path:   Coldblooded --[directed_by]--> Wallace Wolodarsky --[(INV) directed_by]--> Coldblooded --[release_year]--> 1995
Path (Raw):       Coldblooded --[directed_by]--> Wallace Wolodarsky --[(INV) directed_by]--> Coldblooded --[release_year]--> 1995
Neg LogProb(↓):   0.146654
Path Entropy(↓):  0.398406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What topics is wonderland about
Start Entity:     Wonderland
Gold Answer:      [['michael winterbottom']]
Predicted Ans:    michael winterbottom
Predicted Path:   Wonderland --[has_tags]--> michael winterbottom --[(INV) has_tags]--> A Mighty Heart --[has_tags]--> michael winterbottom
Path (Raw):       Wonderland --[has_tags]--> michael winterbottom --[(INV) has_tags]--> A Mighty Heart --[has_tags]--> michael winterbottom
Neg LogProb(↓):   0.249251
Path Entropy(↓):  0.670960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed double suicide
Start Entity:     Double Suicide
Gold Answer:      [['Masahiro Shinoda', 'Koji Nakada', 'Giancarlo Tallarico']]
Predicted Ans:    Masahiro Shinoda
Predicted Path:   Double Suicide --[directed_by]--> Masahiro Shinoda --[(INV) directed_by]--> Moonlight Serenade --[directed_by]--> Masahiro Shinoda
Path (Raw):       Double Suicide --[directed_by]--> Masahiro Shinoda --[(INV) directed_by]--> Moonlight Serenade --[directed_by]--> Masahiro Shinoda
Neg LogProb(↓):   0.826139
Path Entropy(↓):  1.338961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The rise and fall of legs diamond, when was it released
Start Entity:     The Rise and Fall of Legs Diamond
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   The Rise and Fall of Legs Diamond --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Rise and Fall of Legs Diamond --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   1.869103
Path Entropy(↓):  3.990638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote for a few dollars more
Start Entity:     For a Few Dollars More
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   For a Few Dollars More --[written_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       For a Few Dollars More --[written_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.034547
Path Entropy(↓):  0.173228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bicentennial man are written by who
Start Entity:     Bicentennial Man
Gold Answer:      [['David Simkins', 'Steve Kloves', 'Chris Columbus', 'John Hughes', 'Anne Fine', 'Larry Doyle']]
Predicted Ans:    Anne Fine
Predicted Path:   Bicentennial Man --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[written_by]--> Anne Fine
Path (Raw):       Bicentennial Man --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[written_by]--> Anne Fine
Neg LogProb(↓):   0.186984
Path Entropy(↓):  0.776447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ulli lommel were written by who
Start Entity:     Ulli Lommel
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Brendan Gleeson
Predicted Path:   Ulli Lommel --[(INV) written_by]--> The Raven --[starred_actors]--> Brendan Gleeson
Path (Raw):       Ulli Lommel --[No Operation]--> Ulli Lommel --[(INV) written_by]--> The Raven --[starred_actors]--> Brendan Gleeson
Neg LogProb(↓):   1.519265
Path Entropy(↓):  2.289196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of james v. kern directed movies
Start Entity:     James V. Kern
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   James V. Kern --[(INV) directed_by]--> The Second Woman --[release_year]--> 1950
Path (Raw):       James V. Kern --[No Operation]--> James V. Kern --[(INV) directed_by]--> The Second Woman --[release_year]--> 1950
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by judd nelson
Start Entity:     Judd Nelson
Gold Answer:      [['David E. Kelley', 'Kevin Reynolds', 'Ross Macdonald', 'Bob Clark', 'Kenneth Johnson']]
Predicted Ans:    Ross Macdonald
Predicted Path:   Judd Nelson --[(INV) starred_actors]--> Blue City --[written_by]--> Ross Macdonald
Path (Raw):       Judd Nelson --[No Operation]--> Judd Nelson --[(INV) starred_actors]--> Blue City --[written_by]--> Ross Macdonald
Neg LogProb(↓):   0.244815
Path Entropy(↓):  0.671116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by franklin lacey
Start Entity:     Franklin Lacey
Gold Answer:      [['Jeff Bleckner']]
Predicted Ans:    Jeff Bleckner
Predicted Path:   Franklin Lacey --[(INV) written_by]--> The Music Man --[directed_by]--> Jeff Bleckner
Path (Raw):       Franklin Lacey --[No Operation]--> Franklin Lacey --[(INV) written_by]--> The Music Man --[directed_by]--> Jeff Bleckner
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Under the volcano, when was it released
Start Entity:     Under the Volcano
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Under the Volcano --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Under the Volcano --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   2.444839
Path Entropy(↓):  3.764285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer michael butler
Start Entity:     Michael Butler
Gold Answer:      [['James Brolin', 'John Marley', 'Kathleen Lloyd']]
Predicted Ans:    John Marley
Predicted Path:   Michael Butler --[(INV) written_by]--> The Car --[starred_actors]--> John Marley
Path (Raw):       Michael Butler --[No Operation]--> Michael Butler --[(INV) written_by]--> The Car --[starred_actors]--> John Marley
Neg LogProb(↓):   0.220560
Path Entropy(↓):  0.510849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter gladys unger
Start Entity:     Gladys Unger
Gold Answer:      [['Conrad Nagel', 'Kay Johnson', 'Julia Faye', 'Charles Bickford']]
Predicted Ans:    Charles Bickford
Predicted Path:   Gladys Unger --[(INV) written_by]--> Dynamite --[starred_actors]--> Charles Bickford
Path (Raw):       Gladys Unger --[No Operation]--> Gladys Unger --[(INV) written_by]--> Dynamite --[starred_actors]--> Charles Bickford
Neg LogProb(↓):   0.001417
Path Entropy(↓):  0.011315
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by marianna palka
Start Entity:     Marianna Palka
Gold Answer:      [['Good Dick']]
Predicted Ans:    Good Dick
Predicted Path:   Marianna Palka --[(INV) written_by]--> Good Dick --[written_by]--> Marianna Palka --[(INV) written_by]--> Good Dick
Path (Raw):       Marianna Palka --[(INV) written_by]--> Good Dick --[written_by]--> Marianna Palka --[(INV) written_by]--> Good Dick
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed how to get ahead in advertising
Start Entity:     How to Get Ahead in Advertising
Gold Answer:      [['Bruce Robinson']]
Predicted Ans:    Bruce Robinson
Predicted Path:   How to Get Ahead in Advertising --[directed_by]--> Bruce Robinson --[(INV) directed_by]--> Jennifer 8 --[directed_by]--> Bruce Robinson
Path (Raw):       How to Get Ahead in Advertising --[directed_by]--> Bruce Robinson --[(INV) directed_by]--> Jennifer 8 --[directed_by]--> Bruce Robinson
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed dr. goldfoot and the girl bombs
Start Entity:     Dr. Goldfoot and the Girl Bombs
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Dr. Goldfoot and the Girl Bombs --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[has_genre]--> Horror
Path (Raw):       Dr. Goldfoot and the Girl Bombs --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[has_genre]--> Horror
Neg LogProb(↓):   0.091932
Path Entropy(↓):  0.378272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by jamie uys fall under
Start Entity:     Jamie Uys
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jamie Uys --[(INV) written_by]--> The Gods Must Be Crazy --[has_genre]--> Comedy
Path (Raw):       Jamie Uys --[No Operation]--> Jamie Uys --[(INV) written_by]--> The Gods Must Be Crazy --[has_genre]--> Comedy
Neg LogProb(↓):   0.040691
Path Entropy(↓):  0.167678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of loosies
Start Entity:     Loosies
Gold Answer:      [['Michael Corrente']]
Predicted Ans:    Michael Corrente
Predicted Path:   Loosies --[directed_by]--> Michael Corrente --[(INV) directed_by]--> American Buffalo --[directed_by]--> Michael Corrente
Path (Raw):       Loosies --[directed_by]--> Michael Corrente --[(INV) directed_by]--> American Buffalo --[directed_by]--> Michael Corrente
Neg LogProb(↓):   0.021569
Path Entropy(↓):  0.103663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the man from monterey were released in which years
Start Entity:     The Man from Monterey
Gold Answer:      [['1970', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1973', '1953', '1947', '1932', '1956', '1943', '1976', '1948', '1972', '1971', '1989', '1942', '1940', '1961', '1955', '1962', '1934', '1949', '1975', '1966', '1950', '1960', '1965', '1945', '1937', '1969', '1952', '1930']]
Predicted Ans:    1948
Predicted Path:   The Man from Monterey --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Path (Raw):       The Man from Monterey --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   2.012572
Path Entropy(↓):  3.123289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in leo the last
Start Entity:     Leo the Last
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Leo the Last --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> Voyage to the Beginning of the World --[has_genre]--> Drama
Path (Raw):       Leo the Last --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> Voyage to the Beginning of the World --[has_genre]--> Drama
Neg LogProb(↓):   1.339140
Path Entropy(↓):  2.083950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by a far off place actors
Start Entity:     A Far Off Place
Gold Answer:      [['James Foley', 'Brett Leonard', 'Geoff Burton', 'Kevin Dowling', 'Matthew Bright', 'James Mangold', 'Bruce Beresford', 'Alexander Payne', 'Philippe Falardeau', 'James L. Brooks', "Rockne S. O'Bannon", 'Andy Tennant', 'Robert Luketic', 'Jefery Levy', 'Robert Benton', 'Gavin Hood', 'Atom Egoyan', 'Robert Mulligan', 'Jeff Nichols', 'Francis Lawrence', 'Johnnie To', 'McG', 'Catherine Hardwicke', 'Seth Gordon', 'Jason Bloom', 'Gary Ross']]
Predicted Ans:    Johnnie To
Predicted Path:   A Far Off Place --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Path (Raw):       A Far Off Place --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Neg LogProb(↓):   0.229337
Path Entropy(↓):  0.698779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of she
Start Entity:     She
Gold Answer:      [['Gary Nelson']]
Predicted Ans:    Robert Day
Predicted Path:   She --[written_by]--> H. Rider Haggard --[(INV) written_by]--> She --[directed_by]--> Robert Day
Path (Raw):       She --[written_by]--> H. Rider Haggard --[(INV) written_by]--> She --[directed_by]--> Robert Day
Neg LogProb(↓):   1.386358
Path Entropy(↓):  1.386926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by sydney j. bounds in
Start Entity:     Sydney J. Bounds
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars --[has_genre]--> Horror
Path (Raw):       Sydney J. Bounds --[No Operation]--> Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with kappei yamaguchi
Start Entity:     Kappei Yamaguchi
Gold Answer:      [['Rei Sakuma', 'Minami Takayama']]
Predicted Ans:    Minami Takayama
Predicted Path:   Kappei Yamaguchi --[(INV) starred_actors]--> Kiki's Delivery Service --[starred_actors]--> Minami Takayama
Path (Raw):       Kappei Yamaguchi --[No Operation]--> Kappei Yamaguchi --[(INV) starred_actors]--> Kiki's Delivery Service --[starred_actors]--> Minami Takayama
Neg LogProb(↓):   0.202574
Path Entropy(↓):  0.477487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by honore de balzac
Start Entity:     Honoré de Balzac
Gold Answer:      [['Yves Angelo', 'Jacques Rivette', 'Lavinia Currier']]
Predicted Ans:    Jacques Rivette
Predicted Path:   Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse --[directed_by]--> Jacques Rivette
Path (Raw):       Honoré de Balzac --[No Operation]--> Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse --[directed_by]--> Jacques Rivette
Neg LogProb(↓):   0.001557
Path Entropy(↓):  0.012466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film knightriders
Start Entity:     Knightriders
Gold Answer:      [['George A. Romero']]
Predicted Ans:    George A. Romero
Predicted Path:   Knightriders --[directed_by]--> George A. Romero --[(INV) directed_by]--> Knightriders --[directed_by]--> George A. Romero
Path (Raw):       Knightriders --[directed_by]--> George A. Romero --[(INV) directed_by]--> Knightriders --[directed_by]--> George A. Romero
Neg LogProb(↓):   0.720929
Path Entropy(↓):  0.834667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the bridge on the river kwai were in which genres
Start Entity:     The Bridge on the River Kwai
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Bridge on the River Kwai --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[has_genre]--> Drama
Path (Raw):       The Bridge on the River Kwai --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[has_genre]--> Drama
Neg LogProb(↓):   0.226495
Path Entropy(↓):  0.629006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie cleopatra
Start Entity:     Cleopatra
Gold Answer:      [['1934']]
Predicted Ans:    1963
Predicted Path:   Cleopatra --[release_year]--> 1963 --[(INV) release_year]--> The Fiances --[release_year]--> 1963
Path (Raw):       Cleopatra --[release_year]--> 1963 --[(INV) release_year]--> The Fiances --[release_year]--> 1963
Neg LogProb(↓):   3.036373
Path Entropy(↓):  3.897568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed captain america
Start Entity:     Captain America
Gold Answer:      [['Rod Holcomb']]
Predicted Ans:    Albert Pyun
Predicted Path:   Captain America --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Urban Menace --[directed_by]--> Albert Pyun
Path (Raw):       Captain America --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Urban Menace --[directed_by]--> Albert Pyun
Neg LogProb(↓):   0.636355
Path Entropy(↓):  1.249348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies directed by britt allcroft released
Start Entity:     Britt Allcroft
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Britt Allcroft --[(INV) directed_by]--> Thomas and the Magic Railroad --[release_year]--> 2000
Path (Raw):       Britt Allcroft --[No Operation]--> Britt Allcroft --[(INV) directed_by]--> Thomas and the Magic Railroad --[release_year]--> 2000
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of dilwale dulhania le jayenge
Start Entity:     Dilwale Dulhania Le Jayenge
Gold Answer:      [['2000', '2009', '2008', '2004', '2002']]
Predicted Ans:    2008
Predicted Path:   Dilwale Dulhania Le Jayenge --[written_by]--> Aditya Chopra --[(INV) written_by]--> Rab Ne Bana Di Jodi --[release_year]--> 2008
Path (Raw):       Dilwale Dulhania Le Jayenge --[written_by]--> Aditya Chopra --[(INV) written_by]--> Rab Ne Bana Di Jodi --[release_year]--> 2008
Neg LogProb(↓):   0.423853
Path Entropy(↓):  0.854650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of john paizs written movies
Start Entity:     John Paizs
Gold Answer:      [['André De Toth']]
Predicted Ans:    André De Toth
Predicted Path:   John Paizs --[(INV) directed_by]--> Crime Wave --[directed_by]--> André De Toth
Path (Raw):       John Paizs --[No Operation]--> John Paizs --[(INV) directed_by]--> Crime Wave --[directed_by]--> André De Toth
Neg LogProb(↓):   0.591418
Path Entropy(↓):  0.729956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of fat kid rules the world
Start Entity:     Fat Kid Rules the World
Gold Answer:      [['Matthew Lillard']]
Predicted Ans:    Matthew Lillard
Predicted Path:   Fat Kid Rules the World --[directed_by]--> Matthew Lillard --[(INV) directed_by]--> Fat Kid Rules the World --[directed_by]--> Matthew Lillard
Path (Raw):       Fat Kid Rules the World --[directed_by]--> Matthew Lillard --[(INV) directed_by]--> Fat Kid Rules the World --[directed_by]--> Matthew Lillard
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed a small circle of friends
Start Entity:     A Small Circle of Friends
Gold Answer:      [['Roger Corman', 'Jerome Odlum', 'James Patterson', 'Marc Moss', 'Kerry Williamson', 'Jean Howell', 'Barbara Curry']]
Predicted Ans:    Roger Corman
Predicted Path:   A Small Circle of Friends --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious --[written_by]--> Roger Corman
Path (Raw):       A Small Circle of Friends --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious --[written_by]--> Roger Corman
Neg LogProb(↓):   0.440966
Path Entropy(↓):  1.186934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of matthew leutwyler directed movies
Start Entity:     Matthew Leutwyler
Gold Answer:      [['2011', '2010']]
Predicted Ans:    2010
Predicted Path:   Matthew Leutwyler --[(INV) directed_by]--> The River Why --[release_year]--> 2010
Path (Raw):       Matthew Leutwyler --[No Operation]--> Matthew Leutwyler --[(INV) directed_by]--> The River Why --[release_year]--> 2010
Neg LogProb(↓):   0.052422
Path Entropy(↓):  0.201705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of paperhouse
Start Entity:     Paperhouse
Gold Answer:      [['Confessions of a Teenage Drama Queen', "Mr. Holland's Opus", 'Mortal Thoughts', 'Dirty Rotten Scoundrels']]
Predicted Ans:    Dirty Rotten Scoundrels
Predicted Path:   Paperhouse --[starred_actors]--> Glenne Headly --[(INV) starred_actors]--> Dirty Rotten Scoundrels
Path (Raw):       Paperhouse --[starred_actors]--> Glenne Headly --[No Operation]--> Glenne Headly --[(INV) starred_actors]--> Dirty Rotten Scoundrels
Neg LogProb(↓):   0.371402
Path Entropy(↓):  0.854751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by alex holdridge fall under
Start Entity:     Alex Holdridge
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alex Holdridge --[(INV) directed_by]--> In Search of a Midnight Kiss --[has_genre]--> Comedy
Path (Raw):       Alex Holdridge --[No Operation]--> Alex Holdridge --[(INV) directed_by]--> In Search of a Midnight Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of catherine deneuve acted films
Start Entity:     Catherine Deneuve
Gold Answer:      [['Manoel de Oliveira', 'Whitley Strieber', 'André Téchiné', 'Claude Anet', 'Régis Wargnier', 'Catherine Cohen', 'Irma von Cube', 'Jacques Demy', 'Louis Gardel', 'François Truffaut', 'Cornell Woolrich', 'Arnaud Desplechin', 'Charles Perrault', 'Roman Polanski', 'Nicole Garcia', 'Gérard Brach', 'Robert Thomas', 'Lars von Trier', 'Terence Young', 'Michel Arnold', 'Michael Thomas', 'Ivan Davis', 'Pierre Barillet', 'Larry Brand', 'Joseph Kessel', 'Benito Pérez Galdós', 'Dick Richards', 'François Ozon', 'Herman Melville', 'Luis Buñuel']]
Predicted Ans:    François Truffaut
Predicted Path:   Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[written_by]--> François Truffaut
Path (Raw):       Catherine Deneuve --[No Operation]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[written_by]--> François Truffaut
Neg LogProb(↓):   0.480996
Path Entropy(↓):  1.304455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by homecoming actors
Start Entity:     Homecoming
Gold Answer:      [['Mark Steven Johnson', 'Michael Taverna', 'Kei Ôishi', 'Bob Gosse', 'Wendy Hammond', 'Naomi Wallace', 'Matt Orlando', 'Susan Swan', 'Kevin Jakubowski', 'Tim Calpin']]
Predicted Ans:    Kei Ôishi
Predicted Path:   Homecoming --[starred_actors]--> Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D --[written_by]--> Kei Ôishi
Path (Raw):       Homecoming --[starred_actors]--> Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D --[written_by]--> Kei Ôishi
Neg LogProb(↓):   0.014266
Path Entropy(↓):  0.094520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film where danger lives
Start Entity:     Where Danger Lives
Gold Answer:      [['Robert Wise', 'Don Hartman', 'John Cromwell', 'Edmund Goulding', 'J. Lee Thompson', 'Fritz Lang', 'Edward Dmytryk', 'Tay Garnett', 'Martin Scorsese', 'Irwin Allen', 'George Waggner', 'Richard Fleischer', 'William A. Wellman', 'Sheldon Reynolds', 'Duilio Coletti', 'David Lean', 'Mel Ferrer', 'Robert Mitchum', 'Busby Berkeley', 'Dick Powell', 'Félix Enríquez Alcalá', 'Lewis Milestone', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'Paul Harrison', 'Charles Laughton', 'Robert Gordon', 'Nicholas Ray', 'Vincent Sherman', 'Michael Curtiz', 'Frank Capra', 'Stanley Kramer', 'Jacques Tourneur', 'Marcel Langenegger', 'Archie Mayo', 'Michael Winner', 'Arthur Lubin', 'Kjell Sundvall', 'Gabriel Pascal', 'Stanley Donen', 'Joseph Losey', 'Alexander Hall', 'Vincente Minnelli', 'Robert Parrish', 'Richard Wilson', 'William Keighley', 'Jack Webb', 'George Scribner', 'Don Siegel', 'Peter Yates', 'Alfred Hitchcock', 'John Farrow', 'Jason Miller', 'James Whale', 'Fred Zinnemann', 'Sherman Todd', 'Joseph M. Newman', 'Irving Rapper', 'Maurice Elvey', 'Dick Richards', 'Josef von Sternberg', 'Ralph Nelson', 'Robert Stevenson', 'Elia Kazan', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Howard Hawks
Predicted Path:   Where Danger Lives --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       Where Danger Lives --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.774836
Path Entropy(↓):  1.675362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by john enos iii were directed by who
Start Entity:     John Enos III
Gold Answer:      [['Julien Temple']]
Predicted Ans:    Julien Temple
Predicted Path:   John Enos III --[(INV) starred_actors]--> Bullet --[directed_by]--> Julien Temple
Path (Raw):       John Enos III --[No Operation]--> John Enos III --[(INV) starred_actors]--> Bullet --[directed_by]--> Julien Temple
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film bulletproof
Start Entity:     Bulletproof
Gold Answer:      [['William Blinn', 'Gale Sayers', 'Marc Norman', 'Nicholas Proffitt', 'Mario Puzo', 'Steve Koren', 'David S. Ward', "Mark O'Keefe", 'Rich Wilkes', 'Michael Mann', 'Marshall Brickman', 'Paul Thomas Anderson', 'John Byrum', 'Robert Kaufman', 'Mike Binder', 'Robert Smigel', 'George Gallo', 'James Gray', 'Andy Weiss', 'James Toback', 'Frank Hohimer', 'Ivan Menchell', 'Clare Sera', 'Harry Brown', 'James L. Brooks', 'Thomas McCarthy', 'Steven Brill', 'Robert Syd Hopkins', 'Jorge Amado', 'Arnold Schulman', 'Curtis Harrington', 'Adam Sandler', 'Stirling Silliphant', 'Luther Davis', 'Paul Sado', 'Francis Ford Coppola', 'Mitch Marcus', 'John Francis Daley', 'Ron Barrett', 'Erica Rivinoja', 'Christopher Miller', 'Phil Lord', 'Craig Fairbrass', 'Matt Reeves', 'Andrew Bergman', 'Jay Presson Allen', 'Judi Barrett', 'Neal Jimenez', 'James Gunn', 'Chris Millis', 'William Monahan', 'George Wing', 'David Caspe', 'Colin Quinn', 'Judd Apatow', 'David Berenbaum', 'Leigh Brackett', 'Stephen King', 'Julie Brown', 'Paul Rudnick', 'Lindy Laub', 'Tim Herlihy', 'Hank Searls', 'Damon Wayans', 'Howard Hawks']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Bulletproof --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Bulletproof --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   0.652310
Path Entropy(↓):  1.667540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in foxcatcher
Start Entity:     Foxcatcher
Gold Answer:      [['1998', '2000', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '2006', '2014', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2005
Predicted Path:   Foxcatcher --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Path (Raw):       Foxcatcher --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Neg LogProb(↓):   0.869182
Path Entropy(↓):  1.752970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by paris hilton
Start Entity:     Paris Hilton
Gold Answer:      [['Arne Skouen', 'Rodrigo García', 'André De Toth']]
Predicted Ans:    Arne Skouen
Predicted Path:   Paris Hilton --[(INV) starred_actors]--> Nine Lives --[directed_by]--> Arne Skouen
Path (Raw):       Paris Hilton --[No Operation]--> Paris Hilton --[(INV) starred_actors]--> Nine Lives --[directed_by]--> Arne Skouen
Neg LogProb(↓):   0.061689
Path Entropy(↓):  0.226762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of in her shoes
Start Entity:     In Her Shoes
Gold Answer:      [['Too Big to Fail', 'Wonder Boys', '8 Mile', 'Chasing Mavericks', 'The Hand That Rocks the Cradle', 'The River Wild', "Losin' It", 'L.A. Confidential', 'The Bedroom Window', 'Lucky You']]
Predicted Ans:    L.A. Confidential
Predicted Path:   In Her Shoes --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> L.A. Confidential
Path (Raw):       In Her Shoes --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> L.A. Confidential --[No Operation]--> L.A. Confidential
Neg LogProb(↓):   0.365142
Path Entropy(↓):  0.684496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ewan mcgregor was the director of which films
Start Entity:     Ewan McGregor
Gold Answer:      [['Tube Tales']]
Predicted Ans:    Tube Tales
Predicted Path:   Ewan McGregor --[(INV) directed_by]--> Tube Tales --[directed_by]--> Bob Hoskins --[(INV) directed_by]--> Tube Tales
Path (Raw):       Ewan McGregor --[(INV) directed_by]--> Tube Tales --[directed_by]--> Bob Hoskins --[(INV) directed_by]--> Tube Tales
Neg LogProb(↓):   0.654334
Path Entropy(↓):  1.193842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by jan komasa
Start Entity:     Jan Komasa
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Jan Komasa --[(INV) directed_by]--> Suicide Room --[in_language]--> Polish
Path (Raw):       Jan Komasa --[No Operation]--> Jan Komasa --[(INV) directed_by]--> Suicide Room --[in_language]--> Polish
Neg LogProb(↓):   0.068991
Path Entropy(↓):  0.244924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of zatoichi meets yojimbo was who
Start Entity:     Zatoichi Meets Yojimbo
Gold Answer:      [['Kihachi Okamoto']]
Predicted Ans:    Kihachi Okamoto
Predicted Path:   Zatoichi Meets Yojimbo --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Kill! --[directed_by]--> Kihachi Okamoto
Path (Raw):       Zatoichi Meets Yojimbo --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Kill! --[directed_by]--> Kihachi Okamoto
Neg LogProb(↓):   0.825534
Path Entropy(↓):  1.194902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film chloe were in which languages
Start Entity:     Chloe
Gold Answer:      [['French', 'English', 'Polish', 'German']]
Predicted Ans:    German
Predicted Path:   Chloe --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List --[in_language]--> German
Path (Raw):       Chloe --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List --[in_language]--> German
Neg LogProb(↓):   0.876430
Path Entropy(↓):  1.579062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie extraterrestrial were released in which years
Start Entity:     Extraterrestrial
Gold Answer:      [['2012', '2013']]
Predicted Ans:    2014
Predicted Path:   Extraterrestrial --[starred_actors]--> Michelle Jenner --[(INV) starred_actors]--> Extraterrestrial --[release_year]--> 2014
Path (Raw):       Extraterrestrial --[starred_actors]--> Michelle Jenner --[(INV) starred_actors]--> Extraterrestrial --[release_year]--> 2014
Neg LogProb(↓):   0.235893
Path Entropy(↓):  0.782825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same actor of universal soldier
Start Entity:     Universal Soldier
Gold Answer:      [['Diamond Dogs', 'Hidden Agenda', 'The Peacekeeper', 'Missionary Man', 'Blood of Redemption', 'Storm Catcher', 'Stash House', 'Retrograde', 'Agent Red', 'Masters of the Universe', 'Command Performance', 'Sweepers', 'Direct Contact', 'Blackjack', 'Bridge of Dragons', 'Red Scorpion', 'The Defender', 'One in the Chamber', 'Men of War', 'Showdown in Little Tokyo', 'The Package', 'The Expendables', 'The Punisher', 'Direct Action', 'The Expendables 2', 'Detention', 'The Minion', 'Silent Trigger']]
Predicted Ans:    Agent Red
Predicted Path:   Universal Soldier --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Agent Red
Path (Raw):       Universal Soldier --[starred_actors]--> Dolph Lundgren --[No Operation]--> Dolph Lundgren --[(INV) starred_actors]--> Agent Red
Neg LogProb(↓):   1.419138
Path Entropy(↓):  2.038698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with david wenham
Start Entity:     David Wenham
Gold Answer:      [['Anne Brochet', 'Harry Eden', 'John Goodman', 'Adrian Lester', 'Molly Parker', 'Susie Porter', 'Joseph Fiennes', 'Lena Headey', 'Gerard Butler', 'Johanna Wokalek', 'Anthony LaPaglia']]
Predicted Ans:    John Goodman
Predicted Path:   David Wenham --[(INV) starred_actors]--> Pope Joan --[starred_actors]--> John Goodman
Path (Raw):       David Wenham --[No Operation]--> David Wenham --[(INV) starred_actors]--> Pope Joan --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.011050
Path Entropy(↓):  0.064819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in princess protection program
Start Entity:     Princess Protection Program
Gold Answer:      [['Genndy Tartakovsky', 'Matthew Diamond', 'Ernst Lubitsch', 'Courtney Solomon', 'Tim Garrick', 'Harmony Korine', 'Damon Santostefano', 'Thomas Bezucha']]
Predicted Ans:    Harmony Korine
Predicted Path:   Princess Protection Program --[starred_actors]--> Selena Gomez --[(INV) starred_actors]--> Spring Breakers --[directed_by]--> Harmony Korine
Path (Raw):       Princess Protection Program --[starred_actors]--> Selena Gomez --[(INV) starred_actors]--> Spring Breakers --[directed_by]--> Harmony Korine
Neg LogProb(↓):   0.200447
Path Entropy(↓):  0.571271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of advance to the rear
Start Entity:     Advance to the Rear
Gold Answer:      [['Musical', 'Horror', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Advance to the Rear --[directed_by]--> George Marshall --[(INV) directed_by]--> Fancy Pants --[has_genre]--> Comedy
Path (Raw):       Advance to the Rear --[directed_by]--> George Marshall --[(INV) directed_by]--> Fancy Pants --[has_genre]--> Comedy
Neg LogProb(↓):   0.711773
Path Entropy(↓):  1.509856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the dead girl
Start Entity:     The Dead Girl
Gold Answer:      [['Karen Moncrieff']]
Predicted Ans:    Karen Moncrieff
Predicted Path:   The Dead Girl --[directed_by]--> Karen Moncrieff --[(INV) directed_by]--> The Dead Girl --[directed_by]--> Karen Moncrieff
Path (Raw):       The Dead Girl --[directed_by]--> Karen Moncrieff --[(INV) directed_by]--> The Dead Girl --[directed_by]--> Karen Moncrieff
Neg LogProb(↓):   0.010242
Path Entropy(↓):  0.059065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by michael feit dougan were released in which years
Start Entity:     Michael Feit Dougan
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Michael Feit Dougan --[(INV) written_by]--> Public Access --[release_year]--> 1993
Path (Raw):       Michael Feit Dougan --[No Operation]--> Michael Feit Dougan --[(INV) written_by]--> Public Access --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie giallo in a few words
Start Entity:     Giallo
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Giallo --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Giallo --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.516996
Path Entropy(↓):  0.676403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie monsters
Start Entity:     Monsters
Gold Answer:      [['science fiction', 'mexico', 'bd-r', 'gareth edwards']]
Predicted Ans:    bd-r
Predicted Path:   Monsters --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Monsters --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.095984
Path Entropy(↓):  0.342168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of good evening, mr. wallenberg
Start Entity:     Good Evening, Mr. Wallenberg
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Good Evening, Mr. Wallenberg --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Good Evening, Mr. Wallenberg --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   1.471596
Path Entropy(↓):  3.217660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the chipmunk adventure
Start Entity:     The Chipmunk Adventure
Gold Answer:      [['Janice Karman', 'Dody Goodman']]
Predicted Ans:    Dody Goodman
Predicted Path:   The Chipmunk Adventure --[starred_actors]--> Dody Goodman --[(INV) starred_actors]--> The Chipmunk Adventure --[starred_actors]--> Dody Goodman
Path (Raw):       The Chipmunk Adventure --[starred_actors]--> Dody Goodman --[(INV) starred_actors]--> The Chipmunk Adventure --[starred_actors]--> Dody Goodman
Neg LogProb(↓):   0.054932
Path Entropy(↓):  0.241885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the aces and eights director
Start Entity:     Aces and Eights
Gold Answer:      [['Fred Myton']]
Predicted Ans:    Fred Myton
Predicted Path:   Aces and Eights --[directed_by]--> Sam Newfield --[(INV) directed_by]--> Dead Men Walk --[written_by]--> Fred Myton
Path (Raw):       Aces and Eights --[directed_by]--> Sam Newfield --[(INV) directed_by]--> Dead Men Walk --[written_by]--> Fred Myton
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by leonardo dicaprio
Start Entity:     Leonardo DiCaprio
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Leonardo DiCaprio --[(INV) written_by]--> The 11th Hour --[release_year]--> 2007
Path (Raw):       Leonardo DiCaprio --[No Operation]--> Leonardo DiCaprio --[(INV) written_by]--> The 11th Hour --[release_year]--> 2007
Neg LogProb(↓):   0.009829
Path Entropy(↓):  0.078560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie rustlers'rhapsody
Start Entity:     Rustlers' Rhapsody
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Rustlers' Rhapsody --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Rustlers' Rhapsody --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.798496
Path Entropy(↓):  3.209200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by harlan ellison
Start Entity:     Harlan Ellison
Gold Answer:      [['Milton Berle', 'Stephen Boyd', 'Elke Sommer', 'Eleanor Parker']]
Predicted Ans:    Eleanor Parker
Predicted Path:   Harlan Ellison --[(INV) written_by]--> The Oscar --[starred_actors]--> Eleanor Parker
Path (Raw):       Harlan Ellison --[No Operation]--> Harlan Ellison --[(INV) written_by]--> The Oscar --[starred_actors]--> Eleanor Parker
Neg LogProb(↓):   0.011303
Path Entropy(↓):  0.067610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films mister roberts are written by who
Start Entity:     Mister Roberts
Gold Answer:      [['Sheridan Gibney', 'Dudley Nichols', 'Paddy Chayefsky', 'Lamar Trotti', 'Julien Josephson', 'Robert N. Lee', 'Sinclair Lewis', 'Ward Morehouse', 'Roy Huggins', 'Daniel Taradash', 'Nunnally Johnson', 'Rudyard Kipling', 'Alan Le May', 'Philip MacDonald', 'Marcia Davenport', 'Maurice Walsh', 'Don Whitehead', 'Louisa May Alcott', 'Sarah Y. Mason', 'Anita Loos', "Sean O'Casey", 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'Julius J. Epstein', 'James Kevin McGuinness', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Erwin S. Gelsey', 'Sam Hellman', 'Samuel G. Engel', 'Robert Lord', 'Janet Green', 'John Twist', 'Richard L. Breen', 'Wilson Collison', 'Ralph Wheelwright', 'John Steinbeck', 'Byron Morgan', 'Louis Weitzenkorn', "Edwin O'Connor", 'Sy Gomberg', 'Sonya Levien', 'Paul Osborn', 'James Gould Cozzens', 'Isobel Lennart', 'Alan Jay Lerner', 'Marcel Pagnol', 'Eileen Bassing', 'Robert Bassing', 'Max Catto', 'Ward Greene', 'Dan Gordon', 'Sidney Howard', 'Graham Greene', 'Norah Lofts', 'Leonard Spigelgass', 'Victor Heerman', 'John McCormick', 'James Hilton', 'Tom Reed', 'Donald Henderson Clarke', 'Marty Maher', 'Willis Goldbeck', 'James A. Michener', 'Laurence Stallings', 'Peter B. Kyne', 'Robert E. Sherwood', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'Irvin S. Cobb', 'Jo Swerling', 'Hervey Allen', 'Ben Markson', 'Claudine West', 'George Froeschel', 'Ernest Haycox', 'James Seymour', 'Brown Holmes', 'Maxwell Anderson', 'Walter D. Edmonds', 'Robin Swicord', 'Hans Rameau', 'Talbot Mundy', 'Ernest Pascal', 'Robert Riskin', 'David Boehm', 'Will Cook', 'Howard J. Green', 'S.N. Behrman', 'William L. White', 'Arthur Laurents', 'Henryk Sienkiewicz', 'Andrew Solt', 'Philip Klein', 'Philip Dunne', 'John Ford', 'Gypsy Rose Lee', 'Dorothy M. Johnson', 'Ted W. Lawson', 'Winston Miller', 'Richard Llewellyn', 'Frank S. Nugent', "Liam O'Flaherty", 'James Warner Bellah', 'James R. Webb', 'Joshua Logan', 'William Inge', 'Dalton Trumbo', 'Francis Edward Faragoh', 'William March', 'Everett Freeman', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Arthur Wimperis', 'Garrett Fort', 'Avery Hopwood', "Eugene O'Neill"]]
Predicted Ans:    Daniel Taradash
Predicted Path:   Mister Roberts --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[written_by]--> Daniel Taradash
Path (Raw):       Mister Roberts --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[written_by]--> Daniel Taradash
Neg LogProb(↓):   1.234541
Path Entropy(↓):  2.138059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by barocco writers
Start Entity:     Barocco
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Barocco --[written_by]--> André Téchiné --[(INV) written_by]--> Wild Reeds --[in_language]--> French
Path (Raw):       Barocco --[written_by]--> André Téchiné --[(INV) written_by]--> Wild Reeds --[in_language]--> French
Neg LogProb(↓):   0.604828
Path Entropy(↓):  1.219348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by thomas lennon
Start Entity:     Thomas Lennon
Gold Answer:      [['Ben Stiller', 'Mickey Rooney', 'Leslie Bibb', 'Rob Corddry', 'Vin Diesel', 'Dick Van Dyke', 'Carla Gugino']]
Predicted Ans:    Rob Corddry
Predicted Path:   Thomas Lennon --[(INV) written_by]--> Hell Baby --[starred_actors]--> Rob Corddry
Path (Raw):       Thomas Lennon --[No Operation]--> Thomas Lennon --[(INV) written_by]--> Hell Baby --[starred_actors]--> Rob Corddry
Neg LogProb(↓):   0.062385
Path Entropy(↓):  0.228302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the shrink is in was
Start Entity:     The Shrink Is In
Gold Answer:      [['Richard Benjamin']]
Predicted Ans:    Richard Benjamin
Predicted Path:   The Shrink Is In --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> My Stepmother Is an Alien --[directed_by]--> Richard Benjamin
Path (Raw):       The Shrink Is In --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> My Stepmother Is an Alien --[directed_by]--> Richard Benjamin
Neg LogProb(↓):   1.490953
Path Entropy(↓):  2.163199
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by wusa screenwriters
Start Entity:     WUSA
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Drama
Predicted Path:   WUSA --[written_by]--> Robert Stone --[(INV) written_by]--> WUSA --[has_genre]--> Drama
Path (Raw):       WUSA --[written_by]--> Robert Stone --[(INV) written_by]--> WUSA --[has_genre]--> Drama
Neg LogProb(↓):   0.146745
Path Entropy(↓):  0.422813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of cop out
Start Entity:     Cop Out
Gold Answer:      [['The Whole Ten Yards', 'Armageddon', 'Perfect Stranger', '16 Blocks', 'A Good Day to Die Hard', 'Tears of the Sun', 'Fire with Fire', 'Color of Night', 'Billy Bathgate', 'Mortal Thoughts', 'Setup', 'Looper', 'The Story of Us', 'The Last Boy Scout', 'The Whole Nine Yards', 'Die Hard', 'Vice', 'The Jackal', "Nobody's Fool", 'The Prince', 'The Siege', 'Unbreakable', "Hart's War", 'Blind Date', 'Last Man Standing', 'The Cold Light of Day', 'The Sixth Sense', 'Over the Hedge', 'Hudson Hawk', 'The Fifth Element', 'Hostage', 'Live Free or Die Hard', 'Die Hard 2', 'Alpha Dog', 'Surrogates', 'First Sunday', 'Lucky Number Slevin', '30 Years to Life', 'Death Becomes Her', 'Striking Distance', 'Mercury Rising', 'Bandits', 'In Country', 'The Bonfire of the Vanities', 'Assassination of a High School President', 'Sunset']]
Predicted Ans:    The Fifth Element
Predicted Path:   Cop Out --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element
Path (Raw):       Cop Out --[starred_actors]--> Bruce Willis --[No Operation]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element
Neg LogProb(↓):   0.217029
Path Entropy(↓):  0.764765
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for vanilla sky
Start Entity:     Vanilla Sky
Gold Answer:      [['Cameron Crowe']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Vanilla Sky --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Pearl Jam Twenty --[directed_by]--> Cameron Crowe
Path (Raw):       Vanilla Sky --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Pearl Jam Twenty --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   0.453315
Path Entropy(↓):  0.886850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the browning version
Start Entity:     The Browning Version
Gold Answer:      [['Mike Figgis']]
Predicted Ans:    Mike Figgis
Predicted Path:   The Browning Version --[directed_by]--> Mike Figgis --[(INV) directed_by]--> Internal Affairs --[directed_by]--> Mike Figgis
Path (Raw):       The Browning Version --[directed_by]--> Mike Figgis --[(INV) directed_by]--> Internal Affairs --[directed_by]--> Mike Figgis
Neg LogProb(↓):   0.697678
Path Entropy(↓):  1.125936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by libertarias screenwriters
Start Entity:     Libertarias
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Libertarias --[written_by]--> Vicente Aranda --[(INV) written_by]--> The Blood Spattered Bride --[in_language]--> Spanish
Path (Raw):       Libertarias --[written_by]--> Vicente Aranda --[(INV) written_by]--> The Blood Spattered Bride --[in_language]--> Spanish
Neg LogProb(↓):   0.207173
Path Entropy(↓):  0.536295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote major league
Start Entity:     Major League
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Major League --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[in_language]--> French
Path (Raw):       Major League --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[in_language]--> French
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the mouse that roared
Start Entity:     The Mouse That Roared
Gold Answer:      [['Margaret Rutherford', 'Karl Malden', 'Roddy McDowall', 'Christopher Lee', 'Terence Stamp', 'Joan Greenwood', 'Brenda de Banzie', 'Cecil Parker', 'Samantha Eggar', 'Ron Moody', 'Stuart Whitman', 'David Kossoff', 'Alec Guinness', 'Donald Sutherland', 'Sean Connery', 'David Carradine', 'Bernard Cribbins', 'Kate Nelligan', 'Brian Keith', 'Natalie Wood']]
Predicted Ans:    Sean Connery
Predicted Path:   The Mouse That Roared --[written_by]--> Stanley Mann --[(INV) written_by]--> Meteor --[starred_actors]--> Sean Connery
Path (Raw):       The Mouse That Roared --[written_by]--> Stanley Mann --[(INV) written_by]--> Meteor --[starred_actors]--> Sean Connery
Neg LogProb(↓):   1.013872
Path Entropy(↓):  1.341913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie christmas holiday were released in which years
Start Entity:     Christmas Holiday
Gold Answer:      [['1934', '1946', '1948', '2001', '1950', '1940', '1936', '2004', '2006', '1929', '1938', '1932', '1981', '2012', '1984']]
Predicted Ans:    1940
Predicted Path:   Christmas Holiday --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Letter --[release_year]--> 1940
Path (Raw):       Christmas Holiday --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Letter --[release_year]--> 1940
Neg LogProb(↓):   1.220676
Path Entropy(↓):  2.168813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie little murders starred who
Start Entity:     Little Murders
Gold Answer:      [['Marcia Rodd', 'Elliott Gould', 'Vincent Gardenia']]
Predicted Ans:    Marcia Rodd
Predicted Path:   Little Murders --[starred_actors]--> Marcia Rodd --[(INV) starred_actors]--> Little Murders --[starred_actors]--> Marcia Rodd
Path (Raw):       Little Murders --[starred_actors]--> Marcia Rodd --[(INV) starred_actors]--> Little Murders --[starred_actors]--> Marcia Rodd
Neg LogProb(↓):   0.792659
Path Entropy(↓):  1.476176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the prize winner of defiance, ohio
Start Entity:     The Prize Winner of Defiance, Ohio
Gold Answer:      [['Laura Dern', 'Julianne Moore', 'Woody Harrelson']]
Predicted Ans:    Woody Harrelson
Predicted Path:   The Prize Winner of Defiance, Ohio --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude --[starred_actors]--> Woody Harrelson
Path (Raw):       The Prize Winner of Defiance, Ohio --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude --[starred_actors]--> Woody Harrelson
Neg LogProb(↓):   0.418608
Path Entropy(↓):  0.696978
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie don't give up the ship
Start Entity:     Don't Give Up the Ship
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Don't Give Up the Ship --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Don't Give Up the Ship --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.502624
Path Entropy(↓):  4.651817
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of due date
Start Entity:     Due Date
Gold Answer:      [['Zach Galifianakis', 'Jon Heder', 'Billy Bob Thornton', 'Vince Vaughn', 'Ian Carmichael', 'Luke Wilson', 'Justin Bartha', 'Will Ferrell', 'Bradley Cooper', 'Ed Helms']]
Predicted Ans:    Justin Bartha
Predicted Path:   Due Date --[written_by]--> Todd Phillips --[(INV) written_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Path (Raw):       Due Date --[written_by]--> Todd Phillips --[(INV) written_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Neg LogProb(↓):   0.095590
Path Entropy(↓):  0.374422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by douglas fairbanks
Start Entity:     Douglas Fairbanks
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[has_genre]--> Comedy
Path (Raw):       Douglas Fairbanks --[No Operation]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[has_genre]--> Comedy
Neg LogProb(↓):   0.393931
Path Entropy(↓):  0.638114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in iceman
Start Entity:     Iceman
Gold Answer:      [['Vietnamese', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   Iceman --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> Iceman --[in_language]--> Cantonese
Path (Raw):       Iceman --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> Iceman --[in_language]--> Cantonese
Neg LogProb(↓):   0.008990
Path Entropy(↓):  0.060660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by michael turner starred which actors
Start Entity:     Michael Turner
Gold Answer:      [['Bernie Coulson', 'Callum Keith Rennie', 'Hugh Dillon']]
Predicted Ans:    Callum Keith Rennie
Predicted Path:   Michael Turner --[(INV) written_by]--> Hard Core Logo --[starred_actors]--> Callum Keith Rennie
Path (Raw):       Michael Turner --[No Operation]--> Michael Turner --[(INV) written_by]--> Hard Core Logo --[starred_actors]--> Callum Keith Rennie
Neg LogProb(↓):   0.117992
Path Entropy(↓):  0.382978
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote red lights
Start Entity:     Red Lights
Gold Answer:      [['Sandrine Bonnaire', 'Miroslav Krobot', 'Kathryn Grant', 'Michel Blanc', 'Richard Conte', 'Michele Greene', 'János Derzsi', 'Bruce Dinsmore', 'Kathleen Kinmont', 'Dianne Foster', 'Tilda Swinton', 'Steve Railsback']]
Predicted Ans:    Robert De Niro
Predicted Path:   Red Lights --[written_by]--> Cédric Kahn --[(INV) written_by]--> Red Lights --[starred_actors]--> Robert De Niro
Path (Raw):       Red Lights --[written_by]--> Cédric Kahn --[(INV) written_by]--> Red Lights --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.177257
Path Entropy(↓):  0.551824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the cass timberlane director release
Start Entity:     Cass Timberlane
Gold Answer:      [['1963', '1946', '1966', '1944', '1957', '1960', '1950', '1951', '1936', '1953', '1945', '1955', '1952', '1956']]
Predicted Ans:    1951
Predicted Path:   Cass Timberlane --[directed_by]--> George Sidney --[(INV) directed_by]--> Show Boat --[release_year]--> 1951
Path (Raw):       Cass Timberlane --[directed_by]--> George Sidney --[(INV) directed_by]--> Show Boat --[release_year]--> 1951
Neg LogProb(↓):   1.328026
Path Entropy(↓):  2.518804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer sherman alexie
Start Entity:     Sherman Alexie
Gold Answer:      [['Evan Adams', 'Gene Tagaban', 'Michelle St. John', 'Swil Kanim']]
Predicted Ans:    Evan Adams
Predicted Path:   Sherman Alexie --[(INV) written_by]--> The Business of Fancydancing --[starred_actors]--> Evan Adams
Path (Raw):       Sherman Alexie --[No Operation]--> Sherman Alexie --[(INV) written_by]--> The Business of Fancydancing --[starred_actors]--> Evan Adams
Neg LogProb(↓):   0.124044
Path Entropy(↓):  0.508756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of die hard
Start Entity:     Die Hard
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Die Hard --[written_by]--> Steven E. de Souza --[(INV) written_by]--> Street Fighter --[has_genre]--> Action
Path (Raw):       Die Hard --[written_by]--> Steven E. de Souza --[(INV) written_by]--> Street Fighter --[has_genre]--> Action
Neg LogProb(↓):   0.704110
Path Entropy(↓):  0.888049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of dumb and dumber to also starred in which movies
Start Entity:     Dumb and Dumber To
Gold Answer:      [['Escanaba in da Moonlight', 'Fly Away Home', 'Batman Forever', 'The Truman Show', 'Expect No Mercy', '101 Dalmatians', 'I Love You Phillip Morris', 'Horton Hears a Who!', 'Silent Hill', 'A Christmas Carol', 'The Crossing', 'The Majestic', 'Blood Work', 'The Mist', "Mr. Popper's Penguins", "Lemony Snicket's A Series of Unfortunate Events", 'The House on Carroll Street', 'The Cable Guy', 'The Sex and Violence Family Hour', 'Heartburn', 'Man on the Moon', 'The Mask', 'Yes Man', 'My Favorite Martian', 'Welcome Home, Roxy Carmichael', 'The Lookout', 'Super Sucker', 'Arachnophobia', 'Bruce Almighty', 'The Number 23', 'Copper Mountain', 'The Goodbye Girl', 'Chasing Sleep', 'Something Wild', 'Liar Liar', 'Fun with Dick and Jane', 'Earth Girls Are Easy', 'The Incredible Burt Wonderstone', 'Once Bitten', 'The Answer Man', 'Space Chimps', 'Trial and Error', 'Eternal Sunshine of the Spotless Mind']]
Predicted Ans:    Bruce Almighty
Predicted Path:   Dumb and Dumber To --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> Bruce Almighty
Path (Raw):       Dumb and Dumber To --[starred_actors]--> Jim Carrey --[No Operation]--> Jim Carrey --[(INV) starred_actors]--> Bruce Almighty
Neg LogProb(↓):   1.196819
Path Entropy(↓):  2.238179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by lakeboat actors release
Start Entity:     Lakeboat
Gold Answer:      [['1980', '1970', '2003', '1993', '2006', '1967', '1979', '1998', '1968', '1982', '1973', '1994', '2014', '1983', '1995', '1976', '2001', '1996', '2002', '1981', '2012', '1986', '1978', '2000', '1997', '1966', '1960', '2005', '1965', '1927', '1999', '1987', '1969']]
Predicted Ans:    1995
Predicted Path:   Lakeboat --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Roommates --[release_year]--> 1995
Path (Raw):       Lakeboat --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Roommates --[release_year]--> 1995
Neg LogProb(↓):   1.285866
Path Entropy(↓):  2.663446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to knights of the round table
Start Entity:     Knights of the Round Table
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Knights of the Round Table --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Knights of the Round Table --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.613405
Path Entropy(↓):  0.696630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the replacement killers
Start Entity:     The Replacement Killers
Gold Answer:      [['1997', '2001', '1993', '2004', '1999', '2002', '1994', '2011']]
Predicted Ans:    1999
Predicted Path:   The Replacement Killers --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[release_year]--> 1999
Path (Raw):       The Replacement Killers --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[release_year]--> 1999
Neg LogProb(↓):   0.149918
Path Entropy(↓):  0.643219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to she's the man
Start Entity:     She's the Man
Gold Answer:      [['teen', 'shakespeare', 'channing tatum', 'amanda bynes']]
Predicted Ans:    shakespeare
Predicted Path:   She's the Man --[has_tags]--> shakespeare --[(INV) has_tags]--> Anonymous --[has_tags]--> shakespeare
Path (Raw):       She's the Man --[has_tags]--> shakespeare --[(INV) has_tags]--> Anonymous --[has_tags]--> shakespeare
Neg LogProb(↓):   0.327252
Path Entropy(↓):  0.689450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by lindsay wagner
Start Entity:     Lindsay Wagner
Gold Answer:      [['Stewart Raffill', 'James Bridges']]
Predicted Ans:    Thriller
Predicted Path:   Lindsay Wagner --[(INV) starred_actors]--> Nighthawks --[has_genre]--> Thriller
Path (Raw):       Lindsay Wagner --[No Operation]--> Lindsay Wagner --[(INV) starred_actors]--> Nighthawks --[has_genre]--> Thriller
Neg LogProb(↓):   0.503091
Path Entropy(↓):  1.000728
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the films acted by ola rapace released
Start Entity:     Ola Rapace
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Ola Rapace --[(INV) starred_actors]--> Beyond --[release_year]--> 2010
Path (Raw):       Ola Rapace --[No Operation]--> Ola Rapace --[(INV) starred_actors]--> Beyond --[release_year]--> 2010
Neg LogProb(↓):   0.000270
Path Entropy(↓):  0.002487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by william hogarth released
Start Entity:     William Hogarth
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   William Hogarth --[(INV) written_by]--> Bedlam --[release_year]--> 1946
Path (Raw):       William Hogarth --[No Operation]--> William Hogarth --[(INV) written_by]--> Bedlam --[release_year]--> 1946
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in little nicky
Start Entity:     Little Nicky
Gold Answer:      [['Family', 'Music', 'Sport', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Little Nicky --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> 50 First Dates --[has_genre]--> Comedy
Path (Raw):       Little Nicky --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> 50 First Dates --[has_genre]--> Comedy
Neg LogProb(↓):   1.006891
Path Entropy(↓):  1.676954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the smiling lieutenant
Start Entity:     The Smiling Lieutenant
Gold Answer:      [['Greta Garbo', 'Marlene Dietrich', 'Leighton Meester', 'Gene Tierney', 'James Stewart', 'Genevieve Tobin', 'Gary Cooper', 'Lana Turner', 'Ronny Graham', 'Felix Bressart', 'Burgess Meredith', 'Warren Beatty', 'Fredric March', 'Stephen Rea', 'Pola Negri', 'Jennifer Jones', 'Charles Laughton', 'Charles Ruggles', 'Fernando Lamas', 'Marjorie Main', 'Sam Neill', 'Robert Stack', 'Carole Lombard', 'Don Ameche', 'George Raft', 'Kay Francis', 'Charles Coburn', 'Selena Gomez', 'Katie Cassidy', 'Ruggero Raimondi', 'Plácido Domingo', 'Romola Garai', 'Faith Esham', 'Julia Migenes', 'Emil Jannings', 'Melvyn Douglas', 'Edward Everett Horton', 'Harry Liedtke', 'Leopold von Ledebur', 'Jack Benny', 'Julie Christie', 'Miriam Hopkins', 'Maurice Chevalier', 'Frank Morgan', 'Herbert Marshall', 'Charles Boyer', 'Joseph Schildkraut', 'Merle Oberon', 'Margaret Sullavan', 'Jeanette MacDonald']]
Predicted Ans:    Claudette Colbert
Predicted Path:   The Smiling Lieutenant --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Path (Raw):       The Smiling Lieutenant --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   0.864589
Path Entropy(↓):  1.703227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed american madness
Start Entity:     American Madness
Gold Answer:      [['Bing Crosby', 'Edward Arnold', 'Jack Holt', 'Cary Grant', 'Gary Cooper', 'James Stewart', 'Claude Rains', 'Katharine Hepburn', 'Ralph Bellamy', 'Liv Ullmann', 'Sally Kellerman', 'Craig Roberts', 'Yasmin Paige', 'Myrna Loy', 'Jack Carson', 'Barbara Stanwyck', 'Priscilla Lane', 'Adolphe Menjou', 'Ralph Graves', 'Raymond Massey', 'Robert Williams', 'Bette Davis', 'Joe Cook', 'Noah Taylor', 'Lionel Barrymore', 'Walter Connolly', 'Claudette Colbert', 'Louise Fazenda', 'Edward G. Robinson', 'Glenn Ford', 'Carolyn Jones', 'Nils Asther', 'Loretta Young', 'Paddy Considine', 'Clark Gable', 'Jean Harlow', 'David Manners', 'Sam Hardy', 'Warner Baxter', 'George Kennedy', 'Harry Langdon', 'Frank Sinatra', 'Spencer Tracy', 'Fay Wray', 'Jean Arthur', 'Jane Wyman', 'Eleanor Parker', 'Peter Finch']]
Predicted Ans:    Bette Davis
Predicted Path:   American Madness --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Path (Raw):       American Madness --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.532454
Path Entropy(↓):  1.290514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did tonino benacquista write
Start Entity:     Tonino Benacquista
Gold Answer:      [['The Family', 'Read My Lips']]
Predicted Ans:    We All Loved Each Other So Much
Predicted Path:   Tonino Benacquista --[(INV) written_by]--> The Family --[written_by]--> Ettore Scola --[(INV) written_by]--> We All Loved Each Other So Much
Path (Raw):       Tonino Benacquista --[(INV) written_by]--> The Family --[written_by]--> Ettore Scola --[(INV) written_by]--> We All Loved Each Other So Much
Neg LogProb(↓):   0.666702
Path Entropy(↓):  1.252157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies written by the writer of the great santini
Start Entity:     The Great Santini
Gold Answer:      [['English']]
Predicted Ans:    Drama
Predicted Path:   The Great Santini --[written_by]--> Pat Conroy --[(INV) written_by]--> The Prince of Tides --[has_genre]--> Drama
Path (Raw):       The Great Santini --[written_by]--> Pat Conroy --[(INV) written_by]--> The Prince of Tides --[has_genre]--> Drama
Neg LogProb(↓):   0.173661
Path Entropy(↓):  0.444868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film hawking were released in which years
Start Entity:     Hawking
Gold Answer:      [['2011', '2014', '2010', '1991']]
Predicted Ans:    2010
Predicted Path:   Hawking --[starred_actors]--> Benedict Cumberbatch --[(INV) starred_actors]--> Third Star --[release_year]--> 2010
Path (Raw):       Hawking --[starred_actors]--> Benedict Cumberbatch --[(INV) starred_actors]--> Third Star --[release_year]--> 2010
Neg LogProb(↓):   0.046775
Path Entropy(↓):  0.227571
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by madhabi mukherjee
Start Entity:     Madhabi Mukherjee
Gold Answer:      [['Satyajit Ray', 'Rabindranath Tagore']]
Predicted Ans:    Satyajit Ray
Predicted Path:   Madhabi Mukherjee --[(INV) starred_actors]--> Charulata --[written_by]--> Satyajit Ray
Path (Raw):       Madhabi Mukherjee --[No Operation]--> Madhabi Mukherjee --[(INV) starred_actors]--> Charulata --[written_by]--> Satyajit Ray
Neg LogProb(↓):   0.004935
Path Entropy(↓):  0.034479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of adventures in babysitting
Start Entity:     Adventures in Babysitting
Gold Answer:      [['Sally Field', 'John Candy', 'David Keith', 'Julianne Moore', 'Tuesday Weld', 'Robin Williams', 'Paul Rust', 'Tom Arnold', 'Julia Roberts', 'Ally Sheedy', 'Daniel Radcliffe', 'Emma Watson', 'Rupert Grint', 'Susan Sarandon', 'Hayden Panettiere', 'Ed Harris', 'Joan Cusack', 'Hugh Grant', "Maureen O'Hara", 'Joe Pesci', 'Macaulay Culkin', 'John Heard', 'Daniel Stern']]
Predicted Ans:    Robin Williams
Predicted Path:   Adventures in Babysitting --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[starred_actors]--> Robin Williams
Path (Raw):       Adventures in Babysitting --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.088817
Path Entropy(↓):  0.396951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the thin red line
Start Entity:     The Thin Red Line
Gold Answer:      [['adrien brody', 'john travolta', 'sean penn', 'criterion', 'george clooney', 'cinematography', 'jared leto', 'world war ii', 'war', 'terrence malick', 'seen', 'ensemble cast', 'nick nolte']]
Predicted Ans:    jared leto
Predicted Path:   The Thin Red Line --[has_tags]--> jared leto --[(INV) has_tags]--> Panic Room --[has_tags]--> jared leto
Path (Raw):       The Thin Red Line --[has_tags]--> jared leto --[(INV) has_tags]--> Panic Room --[has_tags]--> jared leto
Neg LogProb(↓):   0.007520
Path Entropy(↓):  0.048605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the search
Start Entity:     The Search
Gold Answer:      [['1964', '2009', '1948', '1966', '1944', '1957', '1960', '1950', '2008', '1959', '1982', '1973', '1953', '1955', '1952', '1977']]
Predicted Ans:    2008
Predicted Path:   The Search --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> Julia --[release_year]--> 2008
Path (Raw):       The Search --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> Julia --[release_year]--> 2008
Neg LogProb(↓):   1.416589
Path Entropy(↓):  2.517398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by rupert hughes
Start Entity:     Rupert Hughes
Gold Answer:      [['1923']]
Predicted Ans:    1923
Predicted Path:   Rupert Hughes --[(INV) directed_by]--> Souls for Sale --[release_year]--> 1923
Path (Raw):       Rupert Hughes --[No Operation]--> Rupert Hughes --[(INV) directed_by]--> Souls for Sale --[release_year]--> 1923
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by phil donahue
Start Entity:     Phil Donahue
Gold Answer:      [['Tomas Young']]
Predicted Ans:    Tomas Young
Predicted Path:   Phil Donahue --[(INV) directed_by]--> Body of War --[starred_actors]--> Tomas Young
Path (Raw):       Phil Donahue --[No Operation]--> Phil Donahue --[(INV) directed_by]--> Body of War --[starred_actors]--> Tomas Young
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing the towering inferno
Start Entity:     The Towering Inferno
Gold Answer:      [['john guillermin', 'disaster film']]
Predicted Ans:    john guillermin
Predicted Path:   The Towering Inferno --[has_tags]--> john guillermin --[(INV) has_tags]--> The Towering Inferno --[has_tags]--> john guillermin
Path (Raw):       The Towering Inferno --[has_tags]--> john guillermin --[(INV) has_tags]--> The Towering Inferno --[has_tags]--> john guillermin
Neg LogProb(↓):   0.053861
Path Entropy(↓):  0.205735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of one man up
Start Entity:     One Man Up
Gold Answer:      [['Paolo Sorrentino', 'Umberto Contarello']]
Predicted Ans:    Paolo Sorrentino
Predicted Path:   One Man Up --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[written_by]--> Paolo Sorrentino
Path (Raw):       One Man Up --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[written_by]--> Paolo Sorrentino
Neg LogProb(↓):   0.470651
Path Entropy(↓):  1.313160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with cast a deadly spell fall under
Start Entity:     Cast a Deadly Spell
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Cast a Deadly Spell --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Path (Raw):       Cast a Deadly Spell --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   0.063804
Path Entropy(↓):  0.321256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to battle royale
Start Entity:     Battle Royale
Gold Answer:      [['takeshi kitano', 'school', 'game', 'kinji fukasaku', 'japan']]
Predicted Ans:    takeshi kitano
Predicted Path:   Battle Royale --[has_tags]--> takeshi kitano --[(INV) has_tags]--> Kikujiro --[has_tags]--> takeshi kitano
Path (Raw):       Battle Royale --[has_tags]--> takeshi kitano --[(INV) has_tags]--> Kikujiro --[has_tags]--> takeshi kitano
Neg LogProb(↓):   0.002717
Path Entropy(↓):  0.023510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of angela
Start Entity:     Angela
Gold Answer:      [['Jake Gyllenhaal', 'Russell Crowe', 'Ryan McDonald', 'Camilla Belle', 'Hugo Weaving', 'Gwyneth Paltrow', 'Anthony Hopkins', 'Catherine Keener', 'Geneviève Picot']]
Predicted Ans:    Catherine Keener
Predicted Path:   Angela --[written_by]--> Rebecca Miller --[(INV) written_by]--> The Ballad of Jack and Rose --[starred_actors]--> Catherine Keener
Path (Raw):       Angela --[written_by]--> Rebecca Miller --[(INV) written_by]--> The Ballad of Jack and Rose --[starred_actors]--> Catherine Keener
Neg LogProb(↓):   0.723899
Path Entropy(↓):  0.719967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of smokey and the bandit ii
Start Entity:     Smokey and the Bandit II
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Smokey and the Bandit II --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Smokey and the Bandit II --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.083380
Path Entropy(↓):  4.503478
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the vault of horror director
Start Entity:     The Vault of Horror
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Vault of Horror --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[has_genre]--> Drama
Path (Raw):       The Vault of Horror --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[has_genre]--> Drama
Neg LogProb(↓):   1.112999
Path Entropy(↓):  2.004353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe bullhead
Start Entity:     Bullhead
Gold Answer:      [['drama', 'matthias schoenaerts']]
Predicted Ans:    matthias schoenaerts
Predicted Path:   Bullhead --[has_tags]--> matthias schoenaerts --[(INV) has_tags]--> Bullhead --[has_tags]--> matthias schoenaerts
Path (Raw):       Bullhead --[has_tags]--> matthias schoenaerts --[(INV) has_tags]--> Bullhead --[has_tags]--> matthias schoenaerts
Neg LogProb(↓):   0.000630
Path Entropy(↓):  0.005599
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film meatballs
Start Entity:     Meatballs
Gold Answer:      [['1998', '1988', '1997', '2001', '1990', '1989', '1993', '2006', '1994', '2014', '1981', '1986', '2011', '1984']]
Predicted Ans:    1994
Predicted Path:   Meatballs --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[release_year]--> 1994
Path (Raw):       Meatballs --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[release_year]--> 1994
Neg LogProb(↓):   1.301219
Path Entropy(↓):  2.116409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of richard pasco acted films
Start Entity:     Richard Pasco
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Richard Pasco --[(INV) starred_actors]--> The Gorgon --[release_year]--> 1964
Path (Raw):       Richard Pasco --[No Operation]--> Richard Pasco --[(INV) starred_actors]--> The Gorgon --[release_year]--> 1964
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by the big night writers
Start Entity:     The Big Night
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Big Night --[written_by]--> Hugo Butler --[(INV) written_by]--> Autumn Leaves --[has_genre]--> Drama
Path (Raw):       The Big Night --[written_by]--> Hugo Butler --[(INV) written_by]--> Autumn Leaves --[has_genre]--> Drama
Neg LogProb(↓):   0.728673
Path Entropy(↓):  0.969757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in our mother's house
Start Entity:     Our Mother's House
Gold Answer:      [['Edward Wooll', 'Liliana Cavani', 'Thomas Mann', 'John Schlesinger', 'Luchino Visconti', 'Karl Tunberg', 'Janet Green', 'Charles Dickens', 'Robin Maugham', 'Nicholas Phipps', 'Richard Gordon', 'Johan Kling', 'Harold Pinter', 'Elizabeth Myers', 'Vladimir Nabokov', 'Frederic Raphael', 'Jack Davies', 'Anatole de Grunwald']]
Predicted Ans:    Frederic Raphael
Predicted Path:   Our Mother's House --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[written_by]--> Frederic Raphael
Path (Raw):       Our Mother's House --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[written_by]--> Frederic Raphael
Neg LogProb(↓):   0.054442
Path Entropy(↓):  0.268263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david nicholls were in which genres
Start Entity:     David Nicholls
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David Nicholls --[(INV) written_by]--> Starter for 10 --[has_genre]--> Comedy
Path (Raw):       David Nicholls --[No Operation]--> David Nicholls --[(INV) written_by]--> Starter for 10 --[has_genre]--> Comedy
Neg LogProb(↓):   0.503872
Path Entropy(↓):  1.118629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of kiss kiss bang bang
Start Entity:     Kiss Kiss Bang Bang
Gold Answer:      [['Renny Harlin', 'Fred Dekker', 'Shane Black']]
Predicted Ans:    Shane Black
Predicted Path:   Kiss Kiss Bang Bang --[written_by]--> Shane Black --[(INV) written_by]--> Iron Man 3 --[directed_by]--> Shane Black
Path (Raw):       Kiss Kiss Bang Bang --[written_by]--> Shane Black --[(INV) written_by]--> Iron Man 3 --[directed_by]--> Shane Black
Neg LogProb(↓):   0.271691
Path Entropy(↓):  0.616657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by uli edel were in which genres
Start Entity:     Uli Edel
Gold Answer:      [['Documentary', 'Western', 'Drama', 'Fantasy', 'Action', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Uli Edel --[(INV) directed_by]--> The Baader Meinhof Complex --[has_genre]--> Action
Path (Raw):       Uli Edel --[No Operation]--> Uli Edel --[(INV) directed_by]--> The Baader Meinhof Complex --[has_genre]--> Action
Neg LogProb(↓):   0.966044
Path Entropy(↓):  1.190384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film bad johnson
Start Entity:     Bad Johnson
Gold Answer:      [['Huck Botko', 'Andrew Gurland']]
Predicted Ans:    Huck Botko
Predicted Path:   Bad Johnson --[directed_by]--> Huck Botko --[(INV) directed_by]--> The Virginity Hit --[written_by]--> Huck Botko
Path (Raw):       Bad Johnson --[directed_by]--> Huck Botko --[(INV) directed_by]--> The Virginity Hit --[written_by]--> Huck Botko
Neg LogProb(↓):   0.006090
Path Entropy(↓):  0.037212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by to the wonder actors
Start Entity:     To the Wonder
Gold Answer:      [['Japanese', 'English', 'Spanish', 'German']]
Predicted Ans:    Japanese
Predicted Path:   To the Wonder --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[in_language]--> Japanese
Path (Raw):       To the Wonder --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[in_language]--> Japanese
Neg LogProb(↓):   0.026567
Path Entropy(↓):  0.128125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie 3 strikes
Start Entity:     3 Strikes
Gold Answer:      [['2001']]
Predicted Ans:    2000
Predicted Path:   3 Strikes --[directed_by]--> DJ Pooh --[(INV) directed_by]--> 3 Strikes --[release_year]--> 2000
Path (Raw):       3 Strikes --[directed_by]--> DJ Pooh --[(INV) directed_by]--> 3 Strikes --[release_year]--> 2000
Neg LogProb(↓):   0.000591
Path Entropy(↓):  0.005101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by sarah bolger released
Start Entity:     Sarah Bolger
Gold Answer:      [['2008', '2013']]
Predicted Ans:    2008
Predicted Path:   Sarah Bolger --[(INV) starred_actors]--> The Spiderwick Chronicles --[release_year]--> 2008
Path (Raw):       Sarah Bolger --[No Operation]--> Sarah Bolger --[(INV) starred_actors]--> The Spiderwick Chronicles --[release_year]--> 2008
Neg LogProb(↓):   0.565433
Path Entropy(↓):  0.683841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of riddick
Start Entity:     Riddick
Gold Answer:      [['Western', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Riddick --[written_by]--> David Twohy --[(INV) written_by]--> A Perfect Getaway --[has_genre]--> Thriller
Path (Raw):       Riddick --[written_by]--> David Twohy --[(INV) written_by]--> A Perfect Getaway --[has_genre]--> Thriller
Neg LogProb(↓):   1.132423
Path Entropy(↓):  1.550135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by tony palmer were in which genres
Start Entity:     Tony Palmer
Gold Answer:      [['Documentary', 'Music']]
Predicted Ans:    Music
Predicted Path:   Tony Palmer --[(INV) written_by]--> 200 Motels --[has_genre]--> Music
Path (Raw):       Tony Palmer --[No Operation]--> Tony Palmer --[(INV) written_by]--> 200 Motels --[has_genre]--> Music
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by michelle jenner
Start Entity:     Michelle Jenner
Gold Answer:      [['Colin Minihan', 'Nacho Vigalondo']]
Predicted Ans:    Nacho Vigalondo
Predicted Path:   Michelle Jenner --[(INV) starred_actors]--> Extraterrestrial --[directed_by]--> Nacho Vigalondo
Path (Raw):       Michelle Jenner --[No Operation]--> Michelle Jenner --[(INV) starred_actors]--> Extraterrestrial --[directed_by]--> Nacho Vigalondo
Neg LogProb(↓):   0.020691
Path Entropy(↓):  0.099896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by kevin barnett were directed by who
Start Entity:     Kevin Barnett
Gold Answer:      [['Peter Farrelly', 'Elaine May']]
Predicted Ans:    Elaine May
Predicted Path:   Kevin Barnett --[(INV) written_by]--> The Heartbreak Kid --[directed_by]--> Elaine May
Path (Raw):       Kevin Barnett --[No Operation]--> Kevin Barnett --[(INV) written_by]--> The Heartbreak Kid --[directed_by]--> Elaine May
Neg LogProb(↓):   0.136651
Path Entropy(↓):  0.382040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is i went down
Start Entity:     I Went Down
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   I Went Down --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       I Went Down --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.307646
Path Entropy(↓):  4.514142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie raising helen were released in which years
Start Entity:     Raising Helen
Gold Answer:      [['1988', '1966', '2001', '1990', '2010', '1991', '1982', '1996', '1994', '1999', '1987', '1986', '2011', '1984', '2007']]
Predicted Ans:    1988
Predicted Path:   Raising Helen --[directed_by]--> Garry Marshall --[(INV) directed_by]--> Beaches --[release_year]--> 1988
Path (Raw):       Raising Helen --[directed_by]--> Garry Marshall --[(INV) directed_by]--> Beaches --[release_year]--> 1988
Neg LogProb(↓):   1.483396
Path Entropy(↓):  2.030595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did kelli simpkins write
Start Entity:     Kelli Simpkins
Gold Answer:      [['The Laramie Project']]
Predicted Ans:    The Laramie Project
Predicted Path:   Kelli Simpkins --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Path (Raw):       Kelli Simpkins --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Neg LogProb(↓):   0.436344
Path Entropy(↓):  1.028737
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie man of steel
Start Entity:     Man of Steel
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Man of Steel --[release_year]--> 2013 --[(INV) release_year]--> Last Passenger --[release_year]--> 2013
Path (Raw):       Man of Steel --[release_year]--> 2013 --[(INV) release_year]--> Last Passenger --[release_year]--> 2013
Neg LogProb(↓):   2.403051
Path Entropy(↓):  3.734043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did maurice joyce direct
Start Entity:     Maurice Joyce
Gold Answer:      [["Doug's 1st Movie"]]
Predicted Ans:    Doug's 1st Movie
Predicted Path:   Maurice Joyce --[(INV) directed_by]--> Doug's 1st Movie --[directed_by]--> Maurice Joyce --[(INV) directed_by]--> Doug's 1st Movie
Path (Raw):       Maurice Joyce --[(INV) directed_by]--> Doug's 1st Movie --[directed_by]--> Maurice Joyce --[(INV) directed_by]--> Doug's 1st Movie
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of harry spalding written films
Start Entity:     Harry Spalding
Gold Answer:      [['Bernard McEveety']]
Predicted Ans:    Bernard McEveety
Predicted Path:   Harry Spalding --[(INV) written_by]--> One Little Indian --[directed_by]--> Bernard McEveety
Path (Raw):       Harry Spalding --[No Operation]--> Harry Spalding --[(INV) written_by]--> One Little Indian --[directed_by]--> Bernard McEveety
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with zohra lampert
Start Entity:     Zohra Lampert
Gold Answer:      [['Alan Austin', 'Ernest Borgnine']]
Predicted Ans:    Zohra Lampert
Predicted Path:   Zohra Lampert --[(INV) starred_actors]--> Let's Scare Jessica to Death --[starred_actors]--> Zohra Lampert
Path (Raw):       Zohra Lampert --[No Operation]--> Zohra Lampert --[(INV) starred_actors]--> Let's Scare Jessica to Death --[starred_actors]--> Zohra Lampert
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Michael hoffman directed which films
Start Entity:     Michael Hoffman
Gold Answer:      [["A Midsummer Night's Dream", 'Promised Land', 'Soapdish', "The Emperor's Club", 'The Last Station', 'Restless Natives', 'The Best of Me', 'Gambit', 'Game 6', 'Restoration', 'One Fine Day']]
Predicted Ans:    Restless Natives
Predicted Path:   Michael Hoffman --[(INV) directed_by]--> Restoration --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives
Path (Raw):       Michael Hoffman --[(INV) directed_by]--> Restoration --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives
Neg LogProb(↓):   1.596962
Path Entropy(↓):  2.779685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor bobby darin co - starred with who
Start Entity:     Bobby Darin
Gold Answer:      [['Sidney Poitier', 'Stella Stevens', 'Sandra Dee', 'Gina Lollobrigida', 'Everett Chambers', 'Rock Hudson']]
Predicted Ans:    Bobby Darin
Predicted Path:   Bobby Darin --[(INV) starred_actors]--> If a Man Answers --[starred_actors]--> Bobby Darin
Path (Raw):       Bobby Darin --[No Operation]--> Bobby Darin --[(INV) starred_actors]--> If a Man Answers --[starred_actors]--> Bobby Darin
Neg LogProb(↓):   0.068092
Path Entropy(↓):  0.243824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie utamaro and his five women released
Start Entity:     Utamaro and His Five Women
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Utamaro and His Five Women --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       Utamaro and His Five Women --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   2.312581
Path Entropy(↓):  3.515187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of rough night in jericho also starred in which films
Start Entity:     Rough Night in Jericho
Gold Answer:      [['Robin and the 7 Hoods', 'The Silencers', 'The Carpetbaggers', 'Great Expectations', 'Home from the Hill', 'The Sons of Katie Elder', '3 Ring Circus', 'Spartacus', "All in a Night's Work", 'Career', 'The Happy Ending', 'Mister Buddwing', 'Texas Across the River', 'The Young Lions', 'All the Way Home', 'Rio Bravo', 'Tobruk', 'Bandolero!', 'Guys and Dolls', 'Kiss Me, Stupid', "Breakfast at Tiffany's", 'The Caddy', "Ocean's 11", 'This Could Be the Night', 'Angel Face', 'What a Way to Go!', "The President's Lady", 'My Friend Irma Goes West', 'Divorce American Style', 'The Actress', 'The Groundstar Conspiracy', 'Bells Are Ringing', 'Pork Chop Hill', 'Home Before Dark', 'The Wrecking Crew', '4 for Texas', 'Westward the Women', 'Toys in the Attic', 'Elmer Gantry', 'The Executioner', 'The Egyptian', 'The Ambushers', 'Young Bess', 'Airport', 'Désirée', '5 Card Stud', 'Some Came Running', 'The Phenix City Story', 'The Big Country', 'The Robe', 'Hollywood or Bust', 'The Blue Max', 'The Grass Is Greener']]
Predicted Ans:    Tobruk
Predicted Path:   Rough Night in Jericho --[starred_actors]--> George Peppard --[(INV) starred_actors]--> Tobruk
Path (Raw):       Rough Night in Jericho --[starred_actors]--> George Peppard --[No Operation]--> George Peppard --[(INV) starred_actors]--> Tobruk
Neg LogProb(↓):   0.890009
Path Entropy(↓):  1.125833
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor annabella piugattuk starred together with who
Start Entity:     Annabella Piugattuk
Gold Answer:      [['Barry Pepper']]
Predicted Ans:    Barry Pepper
Predicted Path:   Annabella Piugattuk --[(INV) starred_actors]--> The Snow Walker --[starred_actors]--> Barry Pepper
Path (Raw):       Annabella Piugattuk --[No Operation]--> Annabella Piugattuk --[(INV) starred_actors]--> The Snow Walker --[starred_actors]--> Barry Pepper
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did dirk wittenborn write the story for
Start Entity:     Dirk Wittenborn
Gold Answer:      [['Fierce People', 'The Lucky Ones']]
Predicted Ans:    Fierce People
Predicted Path:   Dirk Wittenborn --[(INV) written_by]--> Fierce People --[written_by]--> Dirk Wittenborn --[(INV) written_by]--> Fierce People
Path (Raw):       Dirk Wittenborn --[(INV) written_by]--> Fierce People --[written_by]--> Dirk Wittenborn --[(INV) written_by]--> Fierce People
Neg LogProb(↓):   0.032416
Path Entropy(↓):  0.164544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by daniele huillet
Start Entity:     Danièle Huillet
Gold Answer:      [['1982', '1979']]
Predicted Ans:    1979
Predicted Path:   Danièle Huillet --[(INV) directed_by]--> From the Clouds to the Resistance --[release_year]--> 1979
Path (Raw):       Danièle Huillet --[No Operation]--> Danièle Huillet --[(INV) directed_by]--> From the Clouds to the Resistance --[release_year]--> 1979
Neg LogProb(↓):   0.003197
Path Entropy(↓):  0.023147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about giulietta masina
Start Entity:     giulietta masina
Gold Answer:      [['La Strada']]
Predicted Ans:    La Strada
Predicted Path:   giulietta masina --[(INV) has_tags]--> La Strada --[has_tags]--> giulietta masina --[(INV) has_tags]--> La Strada
Path (Raw):       giulietta masina --[(INV) has_tags]--> La Strada --[has_tags]--> giulietta masina --[(INV) has_tags]--> La Strada
Neg LogProb(↓):   0.001436
Path Entropy(↓):  0.011068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did xan hopcraft write
Start Entity:     Xan Hopcraft
Gold Answer:      [['Duma']]
Predicted Ans:    Duma
Predicted Path:   Xan Hopcraft --[(INV) written_by]--> Duma --[written_by]--> Carol Cawthra Hopcraft --[(INV) written_by]--> Duma
Path (Raw):       Xan Hopcraft --[(INV) written_by]--> Duma --[written_by]--> Carol Cawthra Hopcraft --[(INV) written_by]--> Duma
Neg LogProb(↓):   0.009943
Path Entropy(↓):  0.055511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed sugar town
Start Entity:     Sugar Town
Gold Answer:      [['Jill Sobule']]
Predicted Ans:    John Taylor
Predicted Path:   Sugar Town --[directed_by]--> Allison Anders --[(INV) directed_by]--> Sugar Town --[starred_actors]--> John Taylor
Path (Raw):       Sugar Town --[directed_by]--> Allison Anders --[(INV) directed_by]--> Sugar Town --[starred_actors]--> John Taylor
Neg LogProb(↓):   0.046583
Path Entropy(↓):  0.197718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of edward mulhare starred movies
Start Entity:     Edward Mulhare
Gold Answer:      [['Hal Needham']]
Predicted Ans:    Hal Needham
Predicted Path:   Edward Mulhare --[(INV) starred_actors]--> Megaforce --[written_by]--> Hal Needham
Path (Raw):       Edward Mulhare --[No Operation]--> Edward Mulhare --[(INV) starred_actors]--> Megaforce --[written_by]--> Hal Needham
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is winter light
Start Entity:     Winter Light
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Winter Light --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Winter Light --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.321146
Path Entropy(↓):  4.534400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by fred willard in
Start Entity:     Fred Willard
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fred Willard --[(INV) starred_actors]--> High Strung --[has_genre]--> Comedy
Path (Raw):       Fred Willard --[No Operation]--> Fred Willard --[(INV) starred_actors]--> High Strung --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by chris makepeace were released in which years
Start Entity:     Chris Makepeace
Gold Answer:      [['1986', '1988', '1980']]
Predicted Ans:    1980
Predicted Path:   Chris Makepeace --[(INV) starred_actors]--> My Bodyguard --[release_year]--> 1980
Path (Raw):       Chris Makepeace --[No Operation]--> Chris Makepeace --[(INV) starred_actors]--> My Bodyguard --[release_year]--> 1980
Neg LogProb(↓):   0.000583
Path Entropy(↓):  0.005128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by iko uwais
Start Entity:     Iko Uwais
Gold Answer:      [['Gareth Evans']]
Predicted Ans:    Gareth Evans
Predicted Path:   Iko Uwais --[(INV) starred_actors]--> Merantau --[directed_by]--> Gareth Evans
Path (Raw):       Iko Uwais --[No Operation]--> Iko Uwais --[(INV) starred_actors]--> Merantau --[directed_by]--> Gareth Evans
Neg LogProb(↓):   0.027334
Path Entropy(↓):  0.124024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the world's greatest athlete also appears in which films
Start Entity:     The World's Greatest Athlete
Gold Answer:      [["Logan's Run", 'Smiley Face', 'The Liberation of L.B. Jones', 'Coming to America', 'The Cowboys', 'The Apple Dumpling Gang Rides Again', 'The Shaggy D.A.', 'The Private Eyes', 'The Beastmaster', 'Black Like Me', 'Treasure Planet']]
Predicted Ans:    Black Like Me
Predicted Path:   The World's Greatest Athlete --[starred_actors]--> Roscoe Lee Browne --[(INV) starred_actors]--> Black Like Me
Path (Raw):       The World's Greatest Athlete --[starred_actors]--> Roscoe Lee Browne --[No Operation]--> Roscoe Lee Browne --[(INV) starred_actors]--> Black Like Me
Neg LogProb(↓):   0.073336
Path Entropy(↓):  0.355044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with blue car were released in which years
Start Entity:     Blue Car
Gold Answer:      [['2006']]
Predicted Ans:    Karen Moncrieff
Predicted Path:   Blue Car --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Trials of Cate McCall --[directed_by]--> Karen Moncrieff
Path (Raw):       Blue Car --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Trials of Cate McCall --[directed_by]--> Karen Moncrieff
Neg LogProb(↓):   0.650211
Path Entropy(↓):  1.309938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of one false move was who
Start Entity:     One False Move
Gold Answer:      [['Carl Franklin']]
Predicted Ans:    Carl Franklin
Predicted Path:   One False Move --[directed_by]--> Carl Franklin --[(INV) directed_by]--> One False Move --[directed_by]--> Carl Franklin
Path (Raw):       One False Move --[directed_by]--> Carl Franklin --[(INV) directed_by]--> One False Move --[directed_by]--> Carl Franklin
Neg LogProb(↓):   0.221418
Path Entropy(↓):  0.527570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of snow cake also directed which movies
Start Entity:     Snow Cake
Gold Answer:      [['My Little Eye', 'Hunky Dory', 'Trauma', 'Resurrection Man']]
Predicted Ans:    Hunky Dory
Predicted Path:   Snow Cake --[directed_by]--> Marc Evans --[(INV) directed_by]--> Hunky Dory
Path (Raw):       Snow Cake --[directed_by]--> Marc Evans --[(INV) directed_by]--> Hunky Dory --[No Operation]--> Hunky Dory
Neg LogProb(↓):   0.762866
Path Entropy(↓):  1.036449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Simon kaijser was the director of which films
Start Entity:     Simon Kaijser
Gold Answer:      [['Stockholm East']]
Predicted Ans:    Stockholm East
Predicted Path:   Simon Kaijser --[(INV) directed_by]--> Stockholm East --[directed_by]--> Simon Kaijser --[(INV) directed_by]--> Stockholm East
Path (Raw):       Simon Kaijser --[(INV) directed_by]--> Stockholm East --[directed_by]--> Simon Kaijser --[(INV) directed_by]--> Stockholm East
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by samir soni
Start Entity:     Samir Soni
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Samir Soni --[(INV) starred_actors]--> Baghban --[has_genre]--> Drama
Path (Raw):       Samir Soni --[No Operation]--> Samir Soni --[(INV) starred_actors]--> Baghban --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by tom desimone
Start Entity:     Tom DeSimone
Gold Answer:      [['Reform School Girls']]
Predicted Ans:    Reform School Girls
Predicted Path:   Tom DeSimone --[(INV) written_by]--> Reform School Girls --[written_by]--> Tom DeSimone --[(INV) written_by]--> Reform School Girls
Path (Raw):       Tom DeSimone --[(INV) written_by]--> Reform School Girls --[written_by]--> Tom DeSimone --[(INV) written_by]--> Reform School Girls
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by dougray scott fall under
Start Entity:     Dougray Scott
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Dougray Scott --[(INV) starred_actors]--> Last Passenger --[has_genre]--> Thriller
Path (Raw):       Dougray Scott --[No Operation]--> Dougray Scott --[(INV) starred_actors]--> Last Passenger --[has_genre]--> Thriller
Neg LogProb(↓):   0.857303
Path Entropy(↓):  1.228447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the breakfast club are written by who
Start Entity:     The Breakfast Club
Gold Answer:      [['Caroline Thompson', 'Tim Burton', 'John Fusco', 'Alex Cox', 'Joel Schumacher', 'Robert Sheckley', 'Emilio Estevez', 'Stephen King', 'David McCumber', 'S.E. Hinton', 'John Hughes', 'Martyn Burke', 'Paul Freiberger', 'Michael Swaine', 'Jim Kouf', 'Gene Quintano']]
Predicted Ans:    Emilio Estevez
Predicted Path:   The Breakfast Club --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now --[written_by]--> Emilio Estevez
Path (Raw):       The Breakfast Club --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now --[written_by]--> Emilio Estevez
Neg LogProb(↓):   0.777959
Path Entropy(↓):  2.057694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by david bakalar
Start Entity:     David Bakalar
Gold Answer:      [['Dan Ireland']]
Predicted Ans:    Dan Ireland
Predicted Path:   David Bakalar --[(INV) written_by]--> Passionada --[directed_by]--> Dan Ireland
Path (Raw):       David Bakalar --[No Operation]--> David Bakalar --[(INV) written_by]--> Passionada --[directed_by]--> Dan Ireland
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by robert l. buckner
Start Entity:     Robert L. Buckner
Gold Answer:      [['Primrose Path']]
Predicted Ans:    Primrose Path
Predicted Path:   Robert L. Buckner --[(INV) written_by]--> Primrose Path --[written_by]--> Walter Hart --[(INV) written_by]--> Primrose Path
Path (Raw):       Robert L. Buckner --[(INV) written_by]--> Primrose Path --[written_by]--> Walter Hart --[(INV) written_by]--> Primrose Path
Neg LogProb(↓):   0.002654
Path Entropy(↓):  0.018376
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie pope joan
Start Entity:     Pope Joan
Gold Answer:      [['Olive Higgins Prouty', 'Jerico', 'Tony Mendez', 'Jim Jennewein', 'Philipp Stölzl', 'Tom S. Parker', 'Garry Shandling', 'Joshuah Bearman', 'Richard Price', 'Garson Kanin', 'Dan Scanlon', 'Andrew Stanton', 'Daniel Gerson', 'Sylvie Verheyde', 'Oscar Saul', 'David Caesar', 'Jeff Pidgeon', 'Jill Culton', 'Ralph Eggleston', 'Albert Mannheimer', 'Ethan Coen', 'Steven E. de Souza', 'David Byrne', 'Matt Aselton', 'Adam Nagata', 'Milcho Manchevski', 'Hudson Talbott', 'Frank Deford', 'Jonathan Thies', 'Jon Land', 'Joe Connelly', 'Bryan Gordon', 'Tennessee Williams', 'Jonathan Teplitzky', 'Daniel Petrie Jr.', 'Robert Getchell', 'Paul Schrader', 'Douglas McGrath', 'Frank Miller', 'Pete Docter', 'Larry Charles', 'Bob Dylan', 'Homer', 'Lynn Varley', 'Emlyn Williams', 'Joel Coen', 'Zack Snyder', 'Uli Edel', 'Bernd Eichinger', 'Stefan Aust']]
Predicted Ans:    Garry Shandling
Predicted Path:   Pope Joan --[starred_actors]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From? --[written_by]--> Garry Shandling
Path (Raw):       Pope Joan --[starred_actors]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From? --[written_by]--> Garry Shandling
Neg LogProb(↓):   0.867687
Path Entropy(↓):  1.843447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by audra lindley
Start Entity:     Audra Lindley
Gold Answer:      [['Neil Simon', 'Peter Farrelly', 'Bruce Jay Friedman', 'Scot Armstrong', 'Leslie Dixon', 'Jane Rule', 'Kevin Barnett']]
Predicted Ans:    Jane Rule
Predicted Path:   Audra Lindley --[(INV) starred_actors]--> Desert Hearts --[written_by]--> Jane Rule
Path (Raw):       Audra Lindley --[No Operation]--> Audra Lindley --[(INV) starred_actors]--> Desert Hearts --[written_by]--> Jane Rule
Neg LogProb(↓):   0.483843
Path Entropy(↓):  0.667016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor david mccallum appeared in the same movie with who
Start Entity:     David McCallum
Gold Answer:      [['Lloyd Bridges', 'Robert Vaughn', 'Shirley Eaton']]
Predicted Ans:    Lloyd Bridges
Predicted Path:   David McCallum --[(INV) starred_actors]--> Around the World Under the Sea --[starred_actors]--> Lloyd Bridges
Path (Raw):       David McCallum --[No Operation]--> David McCallum --[(INV) starred_actors]--> Around the World Under the Sea --[starred_actors]--> Lloyd Bridges
Neg LogProb(↓):   0.007389
Path Entropy(↓):  0.051244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by ken hixon
Start Entity:     Ken Hixon
Gold Answer:      [['Joaquin Phoenix', 'Kristen Stewart', 'Melissa Leo', 'James Gandolfini', 'Jon Cryer', 'Billy Crudup']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Ken Hixon --[(INV) written_by]--> Inventing the Abbotts --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Ken Hixon --[No Operation]--> Ken Hixon --[(INV) written_by]--> Inventing the Abbotts --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.033351
Path Entropy(↓):  0.150018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for white shadows in the south seas
Start Entity:     White Shadows in the South Seas
Gold Answer:      [['W.S. Van Dyke']]
Predicted Ans:    W.S. Van Dyke
Predicted Path:   White Shadows in the South Seas --[directed_by]--> W.S. Van Dyke --[(INV) directed_by]--> Sweethearts --[directed_by]--> W.S. Van Dyke
Path (Raw):       White Shadows in the South Seas --[directed_by]--> W.S. Van Dyke --[(INV) directed_by]--> Sweethearts --[directed_by]--> W.S. Van Dyke
Neg LogProb(↓):   0.244883
Path Entropy(↓):  0.714435
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in remember my name
Start Entity:     Remember My Name
Gold Answer:      [['French', 'Greek', 'German']]
Predicted Ans:    French
Predicted Path:   Remember My Name --[starred_actors]--> Geraldine Chaplin --[(INV) starred_actors]--> All Together --[in_language]--> French
Path (Raw):       Remember My Name --[starred_actors]--> Geraldine Chaplin --[(INV) starred_actors]--> All Together --[in_language]--> French
Neg LogProb(↓):   0.064028
Path Entropy(↓):  0.281823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was torremolinos 73 released
Start Entity:     Torremolinos 73
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Torremolinos 73 --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Torremolinos 73 --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.532057
Path Entropy(↓):  4.733755
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie night nurse were released in which years
Start Entity:     Night Nurse
Gold Answer:      [['1976', '1934', '1939', '1948', '1966', '1972', '1954', '1951', '1942', '1927', '1932', '1947', '1935', '1937', '1956', '1931', '1943']]
Predicted Ans:    1931
Predicted Path:   Night Nurse --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Night Nurse --[release_year]--> 1931
Path (Raw):       Night Nurse --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Night Nurse --[release_year]--> 1931
Neg LogProb(↓):   1.680965
Path Entropy(↓):  2.142920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in hyde park on hudson
Start Entity:     Hyde Park on Hudson
Gold Answer:      [['Romance', 'Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Hyde Park on Hudson --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Path (Raw):       Hyde Park on Hudson --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Neg LogProb(↓):   0.310340
Path Entropy(↓):  0.844931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of visions of light
Start Entity:     Visions of Light
Gold Answer:      [['Todd McCarthy', 'Stuart Samuels', 'Arnold Glassman']]
Predicted Ans:    Stuart Samuels
Predicted Path:   Visions of Light --[directed_by]--> Stuart Samuels --[(INV) directed_by]--> Visions of Light --[directed_by]--> Stuart Samuels
Path (Raw):       Visions of Light --[directed_by]--> Stuart Samuels --[(INV) directed_by]--> Visions of Light --[directed_by]--> Stuart Samuels
Neg LogProb(↓):   0.354110
Path Entropy(↓):  0.802535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie snitch are directed by who
Start Entity:     Snitch
Gold Answer:      [['Matthew Cooke', 'Paul Mazursky', 'George Miller', 'Jim Sharman', 'Nicholas Jarecki', 'Ron Shelton', 'Paul Haggis', 'Richard Glatzer', 'Ron Clements', 'Dito Montiel', 'John Musker', 'Tom Gries', 'Tony Scott', 'Brian Koppelman', 'David Levien', 'Charles Jarrott', 'Bob Dolman', 'Shana Feste', 'Andy Fickman', 'Roger Spottiswoode', 'Roger Christian', 'Ava DuVernay', 'Charles Martin Smith', 'Craig Gillespie', 'Joel Schumacher', 'Jorge Blanco', 'George Roy Hill', 'Robert Benton', 'John Stockwell', 'Chazz Palminteri', 'Paul Schrader', 'Steven Spielberg', 'John G. Avildsen', 'Robert Allan Ackerman', 'Cameron Crowe', 'Louis Malle', 'Luis Mandoki', 'Billy Crystal', 'Brett Ratner', 'Catherine Hardwicke', 'Tim Robbins', 'Peter Jackson', 'Chris Columbus', 'Ben Falcone', 'Mark Duplass', 'Ann Turner', 'Tommy Lee Jones', 'David Gordon Green']]
Predicted Ans:    Ron Shelton
Predicted Path:   Snitch --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[directed_by]--> Ron Shelton
Path (Raw):       Snitch --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[directed_by]--> Ron Shelton
Neg LogProb(↓):   1.543450
Path Entropy(↓):  2.105210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by afternoon delight actors release
Start Entity:     Afternoon Delight
Gold Answer:      [['2009', '2008', '2004', '2012', '2013']]
Predicted Ans:    2009
Predicted Path:   Afternoon Delight --[starred_actors]--> Jane Lynch --[(INV) starred_actors]--> Mr. Troop Mom --[release_year]--> 2009
Path (Raw):       Afternoon Delight --[starred_actors]--> Jane Lynch --[(INV) starred_actors]--> Mr. Troop Mom --[release_year]--> 2009
Neg LogProb(↓):   0.383168
Path Entropy(↓):  1.005089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the imitation game
Start Entity:     The Imitation Game
Gold Answer:      [['Graham Moore', 'Andrew Hodges']]
Predicted Ans:    Graham Moore
Predicted Path:   The Imitation Game --[written_by]--> Andrew Hodges --[(INV) written_by]--> The Imitation Game --[written_by]--> Graham Moore
Path (Raw):       The Imitation Game --[written_by]--> Andrew Hodges --[(INV) written_by]--> The Imitation Game --[written_by]--> Graham Moore
Neg LogProb(↓):   0.815407
Path Entropy(↓):  1.177205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film thinner
Start Entity:     Thinner
Gold Answer:      [['Tom Holland']]
Predicted Ans:    Tom Holland
Predicted Path:   Thinner --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[directed_by]--> Tom Holland
Path (Raw):       Thinner --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[directed_by]--> Tom Holland
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the barretts of wimpole street fall under
Start Entity:     The Barretts of Wimpole Street
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Barretts of Wimpole Street --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       The Barretts of Wimpole Street --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   1.087882
Path Entropy(↓):  1.692119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by zinedine soualem were written by who
Start Entity:     Zinedine Soualem
Gold Answer:      [['Cédric Klapisch']]
Predicted Ans:    Cédric Klapisch
Predicted Path:   Zinedine Soualem --[(INV) starred_actors]--> When the Cat's Away --[written_by]--> Cédric Klapisch
Path (Raw):       Zinedine Soualem --[No Operation]--> Zinedine Soualem --[(INV) starred_actors]--> When the Cat's Away --[written_by]--> Cédric Klapisch
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of night of the running man
Start Entity:     Night of the Running Man
Gold Answer:      [['Heaven Help Us', 'Fresh Horses', 'Kansas', 'A Storm in Summer', 'Year of the Gun', "Weekend at Bernie's II", "St. Elmo's Fire", 'Less Than Zero', 'Mannequin', 'Class', "Weekend at Bernie's"]]
Predicted Ans:    St. Elmo's Fire
Predicted Path:   Night of the Running Man --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> St. Elmo's Fire
Path (Raw):       Night of the Running Man --[No Operation]--> Night of the Running Man --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> St. Elmo's Fire
Neg LogProb(↓):   0.684185
Path Entropy(↓):  0.807166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote androcles and the lion
Start Entity:     Androcles and the Lion
Gold Answer:      [['Leslie Howard', 'Wendy Hiller', 'Claude Rains', 'Vivien Leigh', 'Rex Harrison']]
Predicted Ans:    Claude Rains
Predicted Path:   Androcles and the Lion --[written_by]--> George Bernard Shaw --[(INV) written_by]--> Caesar and Cleopatra --[starred_actors]--> Claude Rains
Path (Raw):       Androcles and the Lion --[written_by]--> George Bernard Shaw --[(INV) written_by]--> Caesar and Cleopatra --[starred_actors]--> Claude Rains
Neg LogProb(↓):   0.162895
Path Entropy(↓):  0.579218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie twice born
Start Entity:     Twice Born
Gold Answer:      [['Sergio Castellitto']]
Predicted Ans:    Sergio Castellitto
Predicted Path:   Twice Born --[directed_by]--> Sergio Castellitto --[(INV) directed_by]--> Don't Move --[written_by]--> Sergio Castellitto
Path (Raw):       Twice Born --[directed_by]--> Sergio Castellitto --[(INV) directed_by]--> Don't Move --[written_by]--> Sergio Castellitto
Neg LogProb(↓):   0.000069
Path Entropy(↓):  0.000799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the limits of control starred who
Start Entity:     The Limits of Control
Gold Answer:      [['Masatoshi Nagase', 'Tom Waits', "Screamin' Jay Hawkins", 'Tom Hiddleston', 'Crispin Glover', 'Roberto Benigni', 'Johnny Depp', 'Gary Farmer', 'Mia Wasikowska', 'Julie Delpy', 'Cinqué Lee', 'Richard Edson', 'Tilda Swinton', 'Eszter Balint', 'Bill Murray', 'John Lurie', 'Lance Henriksen']]
Predicted Ans:    Roberto Benigni
Predicted Path:   The Limits of Control --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Down by Law --[starred_actors]--> Roberto Benigni
Path (Raw):       The Limits of Control --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Down by Law --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.353619
Path Entropy(↓):  0.876318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the beast of the city
Start Entity:     The Beast of the City
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Beast of the City --[directed_by]--> Charles Brabin --[(INV) directed_by]--> The Mask of Fu Manchu --[has_genre]--> Adventure
Path (Raw):       The Beast of the City --[directed_by]--> Charles Brabin --[(INV) directed_by]--> The Mask of Fu Manchu --[has_genre]--> Adventure
Neg LogProb(↓):   0.000270
Path Entropy(↓):  0.002710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does andy rodoreda act in
Start Entity:     Andy Rodoreda
Gold Answer:      [['Black Water']]
Predicted Ans:    Griff the Invisible
Predicted Path:   Andy Rodoreda --[(INV) starred_actors]--> Black Water --[starred_actors]--> Maeve Dermody --[(INV) starred_actors]--> Griff the Invisible
Path (Raw):       Andy Rodoreda --[(INV) starred_actors]--> Black Water --[starred_actors]--> Maeve Dermody --[(INV) starred_actors]--> Griff the Invisible
Neg LogProb(↓):   0.014049
Path Entropy(↓):  0.082617
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film anthony adverse were released in which years
Start Entity:     Anthony Adverse
Gold Answer:      [['1944', '1959', '1993', '1941', '1933', '1951', '1994', '1932', '1956', '1931', '1943', '1942', '1940', '1961', '1955', '1962', '1949', '1937', '1952', '1958']]
Predicted Ans:    1949
Predicted Path:   Anthony Adverse --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Path (Raw):       Anthony Adverse --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Neg LogProb(↓):   0.961953
Path Entropy(↓):  1.994923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rough magic were released in which years
Start Entity:     Rough Magic
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Rough Magic --[directed_by]--> Clare Peploe --[(INV) directed_by]--> The Triumph of Love --[release_year]--> 2001
Path (Raw):       Rough Magic --[directed_by]--> Clare Peploe --[(INV) directed_by]--> The Triumph of Love --[release_year]--> 2001
Neg LogProb(↓):   0.366248
Path Entropy(↓):  0.624179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of christmas evil
Start Entity:     Christmas Evil
Gold Answer:      [['Lewis Jackson']]
Predicted Ans:    Lewis Jackson
Predicted Path:   Christmas Evil --[written_by]--> Lewis Jackson --[(INV) written_by]--> Christmas Evil --[written_by]--> Lewis Jackson
Path (Raw):       Christmas Evil --[written_by]--> Lewis Jackson --[(INV) written_by]--> Christmas Evil --[written_by]--> Lewis Jackson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by abem finkel
Start Entity:     Abem Finkel
Gold Answer:      [['Black Fury', 'White Banners', 'Black Legion', 'Sergeant York', 'Jezebel']]
Predicted Ans:    Black Legion
Predicted Path:   Abem Finkel --[(INV) written_by]--> Black Legion --[written_by]--> William Wister Haines --[(INV) written_by]--> Black Legion
Path (Raw):       Abem Finkel --[(INV) written_by]--> Black Legion --[written_by]--> William Wister Haines --[(INV) written_by]--> Black Legion
Neg LogProb(↓):   0.304293
Path Entropy(↓):  0.885448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of lisztomania starred who
Start Entity:     Lisztomania
Gold Answer:      [['Georgina Hale', 'Charles Haid', 'Jennie Linden', 'Gabriel Byrne', 'Oliver Reed', 'Blair Brown', 'Leslie Caron', 'Michael Caine', 'Alan Bates', 'Amanda Donohoe', 'Glenda Jackson', 'Nickolas Grace', 'Douglas Hodge', 'Kathleen Turner', 'Max Adrian', 'Twiggy', 'Christopher Gable', 'Rudolf Nureyev', 'William Hurt', 'Natasha Richardson', 'Bob Balaban', 'Michelle Phillips', 'Theresa Russell', 'Carol Kane', 'Robert Powell', 'Vanessa Redgrave', 'Elton John', 'Hugh Grant', 'Roger Daltrey', 'Myriam Cyr', 'Julian Sands']]
Predicted Ans:    Douglas Hodge
Predicted Path:   Lisztomania --[directed_by]--> Ken Russell --[(INV) directed_by]--> Salome's Last Dance --[starred_actors]--> Douglas Hodge
Path (Raw):       Lisztomania --[directed_by]--> Ken Russell --[(INV) directed_by]--> Salome's Last Dance --[starred_actors]--> Douglas Hodge
Neg LogProb(↓):   0.549325
Path Entropy(↓):  1.118579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie under the roofs of paris were in which languages
Start Entity:     Under the Roofs of Paris
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Under the Roofs of Paris --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[in_language]--> French
Path (Raw):       Under the Roofs of Paris --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[in_language]--> French
Neg LogProb(↓):   0.098753
Path Entropy(↓):  0.368177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of aloft were directed by who
Start Entity:     Aloft
Gold Answer:      [['Claudia Llosa']]
Predicted Ans:    Claudia Llosa
Predicted Path:   Aloft --[written_by]--> Claudia Llosa --[(INV) written_by]--> The Milk of Sorrow --[directed_by]--> Claudia Llosa
Path (Raw):       Aloft --[written_by]--> Claudia Llosa --[(INV) written_by]--> The Milk of Sorrow --[directed_by]--> Claudia Llosa
Neg LogProb(↓):   0.002449
Path Entropy(↓):  0.019055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of paranormal activity 2
Start Entity:     Paranormal Activity 2
Gold Answer:      [['The Voices']]
Predicted Ans:    The Voices
Predicted Path:   Paranormal Activity 2 --[written_by]--> Michael R. Perry --[(INV) written_by]--> The Voices
Path (Raw):       Paranormal Activity 2 --[No Operation]--> Paranormal Activity 2 --[written_by]--> Michael R. Perry --[(INV) written_by]--> The Voices
Neg LogProb(↓):   0.617748
Path Entropy(↓):  1.119056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the black cat
Start Entity:     The Black Cat
Gold Answer:      [['1962', '1968', '1963', '1964', '1972', '1954', '1990', '1960', '1991', '2006', '2014', '1932', '1935', '2012', '1928']]
Predicted Ans:    1968
Predicted Path:   The Black Cat --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Spirits of the Dead --[release_year]--> 1968
Path (Raw):       The Black Cat --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Spirits of the Dead --[release_year]--> 1968
Neg LogProb(↓):   0.934265
Path Entropy(↓):  1.974799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie irina palm were in which languages
Start Entity:     Irina Palm
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Irina Palm --[starred_actors]--> Marianne Faithfull --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Path (Raw):       Irina Palm --[starred_actors]--> Marianne Faithfull --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.080606
Path Entropy(↓):  2.086048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film our hospitality released
Start Entity:     Our Hospitality
Gold Answer:      [['1923']]
Predicted Ans:    1923
Predicted Path:   Our Hospitality --[release_year]--> 1923 --[(INV) release_year]--> The White Sister --[release_year]--> 1923
Path (Raw):       Our Hospitality --[release_year]--> 1923 --[(INV) release_year]--> The White Sister --[release_year]--> 1923
Neg LogProb(↓):   1.458412
Path Entropy(↓):  1.917481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of secret window
Start Entity:     Secret Window
Gold Answer:      [['2008', '1996', '1999', '2015', '2012']]
Predicted Ans:    1999
Predicted Path:   Secret Window --[directed_by]--> David Koepp --[(INV) directed_by]--> Stir of Echoes --[release_year]--> 1999
Path (Raw):       Secret Window --[directed_by]--> David Koepp --[(INV) directed_by]--> Stir of Echoes --[release_year]--> 1999
Neg LogProb(↓):   0.846372
Path Entropy(↓):  1.385470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of what's up, tiger lily?
Start Entity:     What's Up, Tiger Lily?
Gold Answer:      [["National Lampoon's Gold Diggers", 'Bananas', 'Crimewave']]
Predicted Ans:    What's Up, Tiger Lily?
Predicted Path:   What's Up, Tiger Lily? --[starred_actors]--> Louise Lasser --[(INV) starred_actors]--> What's Up, Tiger Lily?
Path (Raw):       What's Up, Tiger Lily? --[starred_actors]--> Louise Lasser --[No Operation]--> Louise Lasser --[(INV) starred_actors]--> What's Up, Tiger Lily?
Neg LogProb(↓):   1.021125
Path Entropy(↓):  1.396375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of the film the fugitive
Start Entity:     The Fugitive
Gold Answer:      [['Graham Greene']]
Predicted Ans:    Roy Huggins
Predicted Path:   The Fugitive --[written_by]--> Roy Huggins --[(INV) written_by]--> U.S. Marshals --[written_by]--> Roy Huggins
Path (Raw):       The Fugitive --[written_by]--> Roy Huggins --[(INV) written_by]--> U.S. Marshals --[written_by]--> Roy Huggins
Neg LogProb(↓):   0.665239
Path Entropy(↓):  1.408703
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film circus of horrors were in which genres
Start Entity:     Circus of Horrors
Gold Answer:      [['Western', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Circus of Horrors --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice --[has_genre]--> Horror
Path (Raw):       Circus of Horrors --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice --[has_genre]--> Horror
Neg LogProb(↓):   0.029803
Path Entropy(↓):  0.162408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by martha actors
Start Entity:     Martha
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Martha --[starred_actors]--> Margit Carstensen --[(INV) starred_actors]--> Chinese Roulette --[written_by]--> Rainer Werner Fassbinder
Path (Raw):       Martha --[starred_actors]--> Margit Carstensen --[(INV) starred_actors]--> Chinese Roulette --[written_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.531421
Path Entropy(↓):  1.014847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote hope springs
Start Entity:     Hope Springs
Gold Answer:      [['2014', '1967']]
Predicted Ans:    2003
Predicted Path:   Hope Springs --[written_by]--> Vanessa Taylor --[(INV) written_by]--> Hope Springs --[release_year]--> 2003
Path (Raw):       Hope Springs --[written_by]--> Vanessa Taylor --[(INV) written_by]--> Hope Springs --[release_year]--> 2003
Neg LogProb(↓):   0.390809
Path Entropy(↓):  0.903917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of the do - deca - pentathlon
Start Entity:     The Do-Deca-Pentathlon
Gold Answer:      [['Ross Partridge', 'Elise Muller', 'Judy Greer', 'Katie Aselton', 'Greta Gerwig', 'Lake Bell', 'Jason Segel', 'John C. Reilly', 'Kate Bosworth', 'Susan Sarandon', 'Marisa Tomei', 'Mark Duplass', 'Jonah Hill', 'Catherine Keener', 'Ed Helms', 'Steve Zissis']]
Predicted Ans:    Steve Zissis
Predicted Path:   The Do-Deca-Pentathlon --[written_by]--> Mark Duplass --[(INV) written_by]--> The Do-Deca-Pentathlon --[starred_actors]--> Steve Zissis
Path (Raw):       The Do-Deca-Pentathlon --[written_by]--> Mark Duplass --[(INV) written_by]--> The Do-Deca-Pentathlon --[starred_actors]--> Steve Zissis
Neg LogProb(↓):   0.713889
Path Entropy(↓):  1.266297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the ring about
Start Entity:     The Ring
Gold Answer:      [['japanese', 'disturbing', 'japanese horror', 'gore verbinski', 'videotape', 'mysterious', 'remake', 'horror', 'naomi watts']]
Predicted Ans:    mysterious
Predicted Path:   The Ring --[has_tags]--> mysterious --[(INV) has_tags]--> The Ring --[has_tags]--> mysterious
Path (Raw):       The Ring --[has_tags]--> mysterious --[(INV) has_tags]--> The Ring --[has_tags]--> mysterious
Neg LogProb(↓):   0.504977
Path Entropy(↓):  1.200634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the eiger sanction
Start Entity:     The Eiger Sanction
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1977', '2009', '2010', '2004', '1982', '1973', '2014', '1983', '1995', '1976', '1971', '1990', '2002', '2011', '1988', '2000', '1997', '1999', '1986']]
Predicted Ans:    1982
Predicted Path:   The Eiger Sanction --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[release_year]--> 1982
Path (Raw):       The Eiger Sanction --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   1.877499
Path Entropy(↓):  3.033539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of rough riders
Start Entity:     Rough Riders
Gold Answer:      [['Apocalypse Now', 'Magnum Force', 'Farewell to the King', 'Red Dawn', 'Jeremiah Johnson', 'The Life and Times of Judge Roy Bean', 'The Wind and the Lion', 'Extreme Prejudice', 'Conan the Barbarian', 'Dillinger', 'Big Wednesday']]
Predicted Ans:    Red Dawn
Predicted Path:   Rough Riders --[written_by]--> John Milius --[(INV) written_by]--> Red Dawn
Path (Raw):       Rough Riders --[written_by]--> John Milius --[(INV) written_by]--> Red Dawn --[No Operation]--> Red Dawn
Neg LogProb(↓):   1.066877
Path Entropy(↓):  1.430504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter saul williams co - wrote movies with who
Start Entity:     Saul Williams
Gold Answer:      [['Sonja Sohn']]
Predicted Ans:    Saul Williams
Predicted Path:   Saul Williams --[(INV) written_by]--> Slam --[written_by]--> Saul Williams
Path (Raw):       Saul Williams --[No Operation]--> Saul Williams --[(INV) written_by]--> Slam --[written_by]--> Saul Williams
Neg LogProb(↓):   0.000545
Path Entropy(↓):  0.004638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film brotherhood of the wolf was directed by who
Start Entity:     Brotherhood of the Wolf
Gold Answer:      [['Christophe Gans']]
Predicted Ans:    Christophe Gans
Predicted Path:   Brotherhood of the Wolf --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Brotherhood of the Wolf --[directed_by]--> Christophe Gans
Path (Raw):       Brotherhood of the Wolf --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Brotherhood of the Wolf --[directed_by]--> Christophe Gans
Neg LogProb(↓):   0.027097
Path Entropy(↓):  0.124399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of colin bateman written movies
Start Entity:     Colin Bateman
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Colin Bateman --[(INV) written_by]--> Divorcing Jack --[release_year]--> 1998
Path (Raw):       Colin Bateman --[No Operation]--> Colin Bateman --[(INV) written_by]--> Divorcing Jack --[release_year]--> 1998
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by hell drivers actors
Start Entity:     Hell Drivers
Gold Answer:      [['Family', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Hell Drivers --[starred_actors]--> Stanley Baker --[(INV) starred_actors]--> Zulu --[has_genre]--> Crime
Path (Raw):       Hell Drivers --[starred_actors]--> Stanley Baker --[(INV) starred_actors]--> Zulu --[has_genre]--> Crime
Neg LogProb(↓):   0.434498
Path Entropy(↓):  0.914878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor twiggy is a co - star of who
Start Entity:     Twiggy
Gold Answer:      [['Jonathan Pryce', 'Timothy Dalton', 'Max Adrian', 'Christopher Gable']]
Predicted Ans:    Timothy Dalton
Predicted Path:   Twiggy --[(INV) starred_actors]--> The Doctor and the Devils --[starred_actors]--> Timothy Dalton
Path (Raw):       Twiggy --[No Operation]--> Twiggy --[(INV) starred_actors]--> The Doctor and the Devils --[starred_actors]--> Timothy Dalton
Neg LogProb(↓):   0.463390
Path Entropy(↓):  0.663637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by byambasuren davaa
Start Entity:     Byambasuren Davaa
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Byambasuren Davaa --[(INV) directed_by]--> The Story of the Weeping Camel --[has_genre]--> Drama
Path (Raw):       Byambasuren Davaa --[No Operation]--> Byambasuren Davaa --[(INV) directed_by]--> The Story of the Weeping Camel --[has_genre]--> Drama
Neg LogProb(↓):   0.006068
Path Entropy(↓):  0.040928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director jonathan lynn
Start Entity:     Jonathan Lynn
Gold Answer:      [['Emily Blunt', 'Steve Martin', 'Nancy Travis', 'Bruce Willis', 'Marisa Tomei', 'Tim Curry', 'Joe Don Baker', 'Eileen Brennan', 'Eddie Murphy', "Olivia d'Abo", 'Phil Hartman', 'Eric Idle', 'Robbie Coltrane', 'Janet Suzman', 'Camille Coduri', 'Christopher Lloyd', 'Michael Clarke Duncan', 'Mitchell Whitfield', 'Ralph Macchio', 'Rupert Grint', 'Bill Nighy', 'Dan Aykroyd', 'Kirk Douglas', 'Michael J. Fox', 'Lane Smith', 'Matthew Perry', 'Sheryl Lee Ralph', 'Madeline Kahn', 'Joe Pesci']]
Predicted Ans:    Bill Nighy
Predicted Path:   Jonathan Lynn --[(INV) directed_by]--> Wild Target --[starred_actors]--> Bill Nighy
Path (Raw):       Jonathan Lynn --[No Operation]--> Jonathan Lynn --[(INV) directed_by]--> Wild Target --[starred_actors]--> Bill Nighy
Neg LogProb(↓):   0.037513
Path Entropy(↓):  0.195136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by louise monot in
Start Entity:     Louise Monot
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Louise Monot --[(INV) starred_actors]--> Girl on a Bicycle --[has_genre]--> Comedy
Path (Raw):       Louise Monot --[No Operation]--> Louise Monot --[(INV) starred_actors]--> Girl on a Bicycle --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is an american crime
Start Entity:     An American Crime
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   An American Crime --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       An American Crime --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.226397
Path Entropy(↓):  4.496701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in fate is the hunter
Start Entity:     Fate Is the Hunter
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Fate Is the Hunter --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> 36 Hours --[has_genre]--> War
Path (Raw):       Fate Is the Hunter --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> 36 Hours --[has_genre]--> War
Neg LogProb(↓):   1.117686
Path Entropy(↓):  2.040853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the great yokai war
Start Entity:     The Great Yokai War
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Great Yokai War --[directed_by]--> Takashi Miike --[(INV) directed_by]--> One Missed Call --[in_language]--> Japanese
Path (Raw):       The Great Yokai War --[directed_by]--> Takashi Miike --[(INV) directed_by]--> One Missed Call --[in_language]--> Japanese
Neg LogProb(↓):   0.556274
Path Entropy(↓):  1.116037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the new land
Start Entity:     The New Land
Gold Answer:      [['Swedish', 'English', 'Danish', 'Norwegian', 'German']]
Predicted Ans:    Swedish
Predicted Path:   The New Land --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[in_language]--> Swedish
Path (Raw):       The New Land --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[in_language]--> Swedish
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed memoirs of an invisible man
Start Entity:     Memoirs of an Invisible Man
Gold Answer:      [['John Carpenter', 'Kurt Russell', 'Bruce A. Evans', 'Stephen King', "Dan O'Bannon", 'Bill Phillips', 'John Steakley', 'Rob Zombie', 'Michael De Luca', 'John Wyndham', 'Raynold Gideon', 'Nick Castle', 'Debra Hill', 'Eric Heisserer', 'Bill Lancaster', 'Wolf Rilla']]
Predicted Ans:    John Carpenter
Predicted Path:   Memoirs of an Invisible Man --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Path (Raw):       Memoirs of an Invisible Man --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Neg LogProb(↓):   0.863850
Path Entropy(↓):  1.571373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer hampton sides
Start Entity:     Hampton Sides
Gold Answer:      [['James Franco', 'Benjamin Bratt']]
Predicted Ans:    James Franco
Predicted Path:   Hampton Sides --[(INV) written_by]--> The Great Raid --[starred_actors]--> James Franco
Path (Raw):       Hampton Sides --[No Operation]--> Hampton Sides --[(INV) written_by]--> The Great Raid --[starred_actors]--> James Franco
Neg LogProb(↓):   0.032120
Path Entropy(↓):  0.140293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bad words are directed by who
Start Entity:     Bad Words
Gold Answer:      [['Pinchas Perry', 'Greg Mottola', 'Paul Thomas Anderson', 'Peter Billingsley', 'Christopher Leitch', 'Robert Altman', 'Will Speck', 'Josh Gordon', 'Jill Soloway', 'Morgan Spurlock', 'Peter Berg', 'Mike Judge', 'Jason Reitman', 'Jesse Peretz', 'Neal Israel', 'David Dobkin', 'Peter Glanz', 'Seth Gordon', 'Henry Alex Rubin']]
Predicted Ans:    Paul Thomas Anderson
Predicted Path:   Bad Words --[starred_actors]--> Philip Baker Hall --[(INV) starred_actors]--> Hard Eight --[directed_by]--> Paul Thomas Anderson
Path (Raw):       Bad Words --[starred_actors]--> Philip Baker Hall --[(INV) starred_actors]--> Hard Eight --[directed_by]--> Paul Thomas Anderson
Neg LogProb(↓):   0.569413
Path Entropy(↓):  0.966401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Once a thief is a film written by this person
Start Entity:     Once a Thief
Gold Answer:      [['John Woo']]
Predicted Ans:    John Woo
Predicted Path:   Once a Thief --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief --[written_by]--> John Woo
Path (Raw):       Once a Thief --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief --[written_by]--> John Woo
Neg LogProb(↓):   0.670256
Path Entropy(↓):  1.092767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the blue dahlia were in which languages
Start Entity:     The Blue Dahlia
Gold Answer:      [['English', 'Greek', 'Russian']]
Predicted Ans:    English
Predicted Path:   The Blue Dahlia --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Path (Raw):       The Blue Dahlia --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.112540
Path Entropy(↓):  1.177217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the sign of the cross
Start Entity:     The Sign of the Cross
Gold Answer:      [['The Lives of a Bengal Lancer', 'Holiday', 'Test Pilot', 'Here Comes Mr. Jordan', 'Love Me Tonight', 'The Mark', 'Theodora Goes Wild', 'Cleopatra', 'Mr. Smith Goes to Washington', 'Desire', 'The Talk of the Town']]
Predicted Ans:    Here Comes Mr. Jordan
Predicted Path:   The Sign of the Cross --[written_by]--> Sidney Buchman --[(INV) written_by]--> Here Comes Mr. Jordan
Path (Raw):       The Sign of the Cross --[No Operation]--> The Sign of the Cross --[written_by]--> Sidney Buchman --[(INV) written_by]--> Here Comes Mr. Jordan
Neg LogProb(↓):   0.884211
Path Entropy(↓):  1.837166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie how green was my valley
Start Entity:     How Green Was My Valley
Gold Answer:      [['Sam Wood', 'J. Lee Thompson', 'William Dieterle', 'Fritz Lang', 'Les Mayfield', 'Andrew Marton', 'Tay Garnett', 'Delmer Daves', 'Irwin Allen', 'Lewis Allen', 'Mervyn LeRoy', 'Jean Delannoy', 'Richard Thorpe', 'Rouben Mamoulian', 'Carol Reed', 'Frank Borzage', 'Walter Lang', 'H. Bruce Humberstone', 'Kirk Wise', 'Henry Koster', 'Sidney Sheldon', 'Raoul Walsh', 'John Ford', 'Dorothy Arzner', 'Nicholas Ray', 'Anthony Mann', 'Michael Curtiz', 'Henry King', 'Nancy Meyers', 'Arnold Laven', 'Bruce Geller', 'Fred M. Wilcox', 'Vincente Minnelli', 'Lee Sholem', 'Victor Fleming', 'Andrew V. McLaglen', 'Gary Trousdale', 'Alfred Hitchcock', 'John S. Robertson', 'George Seaton', 'Victor Saville', 'John Farrow', 'William Wyler', 'Lloyd Bacon', 'Richard Brooks', 'Chris Columbus', 'Sam Peckinpah', 'David Swift', 'Robert Stevenson', 'Jean Renoir', 'Compton Bennett']]
Predicted Ans:    Fritz Lang
Predicted Path:   How Green Was My Valley --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       How Green Was My Valley --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.707201
Path Entropy(↓):  1.457143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of respiro
Start Entity:     Respiro
Gold Answer:      [['Emanuele Crialese']]
Predicted Ans:    Emanuele Crialese
Predicted Path:   Respiro --[written_by]--> Emanuele Crialese --[(INV) written_by]--> Respiro --[written_by]--> Emanuele Crialese
Path (Raw):       Respiro --[written_by]--> Emanuele Crialese --[(INV) written_by]--> Respiro --[written_by]--> Emanuele Crialese
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the girl with the dragon tattoo director
Start Entity:     The Girl with the Dragon Tattoo
Gold Answer:      [['David Koepp', 'Robert Graysmith', 'Eric Roth', 'Gillian Flynn', 'Steen Bille', 'Ben Mezrich', 'Jim Uhls', 'Robin Swicord', 'Aaron Sorkin', 'F. Scott Fitzgerald', 'Chuck Palahniuk', 'Niels Arden Oplev', 'J.H. Wyman', 'James Vanderbilt']]
Predicted Ans:    Steven Zaillian
Predicted Path:   The Girl with the Dragon Tattoo --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Path (Raw):       The Girl with the Dragon Tattoo --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.088719
Path Entropy(↓):  0.458929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by scott cohen
Start Entity:     Scott Cohen
Gold Answer:      [['Don Roos', 'Nick Cassavetes']]
Predicted Ans:    Don Roos
Predicted Path:   Scott Cohen --[(INV) starred_actors]--> The Other Woman --[directed_by]--> Don Roos
Path (Raw):       Scott Cohen --[No Operation]--> Scott Cohen --[(INV) starred_actors]--> The Other Woman --[directed_by]--> Don Roos
Neg LogProb(↓):   0.155165
Path Entropy(↓):  0.411671
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of hellraiser also wrote movies
Start Entity:     Hellraiser
Gold Answer:      [['The Midnight Meat Train', 'Lord of Illusions', 'Rawhead Rex', 'Nightbreed', 'Dread', 'Quicksilver Highway', 'Candyman']]
Predicted Ans:    Candyman
Predicted Path:   Hellraiser --[written_by]--> Clive Barker --[(INV) written_by]--> Candyman
Path (Raw):       Hellraiser --[written_by]--> Clive Barker --[(INV) written_by]--> Candyman --[No Operation]--> Candyman
Neg LogProb(↓):   0.010711
Path Entropy(↓):  0.073599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of king of beggars also wrote which films
Start Entity:     King of Beggars
Gold Answer:      [['The Medallion', 'Painted Skin', 'Fist of Legend', 'Thunderbolt']]
Predicted Ans:    Thunderbolt
Predicted Path:   King of Beggars --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt
Path (Raw):       King of Beggars --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[No Operation]--> Thunderbolt
Neg LogProb(↓):   0.037607
Path Entropy(↓):  0.198611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by bernhard wicki were released in which years
Start Entity:     Bernhard Wicki
Gold Answer:      [['1962', '1965', '1964']]
Predicted Ans:    1962
Predicted Path:   Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[release_year]--> 1962
Path (Raw):       Bernhard Wicki --[No Operation]--> Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[release_year]--> 1962
Neg LogProb(↓):   0.107129
Path Entropy(↓):  0.368070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of kickboxer
Start Entity:     Kickboxer
Gold Answer:      [['David Worth', 'Mark DiSalle']]
Predicted Ans:    David Worth
Predicted Path:   Kickboxer --[directed_by]--> David Worth --[(INV) directed_by]--> Kickboxer --[directed_by]--> David Worth
Path (Raw):       Kickboxer --[directed_by]--> David Worth --[(INV) directed_by]--> Kickboxer --[directed_by]--> David Worth
Neg LogProb(↓):   0.552723
Path Entropy(↓):  1.000627
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of wargames also starred in which films
Start Entity:     WarGames
Gold Answer:      [['Tootsie', 'Inspector Gadget', 'Blue City', 'Steam', 'Bad Ronald', 'The Stepford Wives', 'Modern Problems', 'Addicted to Love', 'Diminished Capacity', 'Finding Amanda', 'Ladyhawke', 'The Cable Guy', 'Election', 'The Producers', 'The Music Man', 'Deck the Halls', 'Marie and Bruce', 'Wonderful World', 'Where the Heart Is', 'Infinity', 'Oxford Blues', 'Buried Alive II', 'The Freshman', 'Maid to Order', 'Clifford', 'Torch Song Trilogy', 'Short Circuit', 'Fear', 'Out on a Limb', 'You Can Count on Me', 'The Road to Wellville', "Ferris Bueller's Day Off", 'The Tale of Despereaux', 'Family Business', 'Glory', 'The Lion King', "Man's Best Friend", 'Godzilla', 'The Last Shot', 'Biloxi Blues', 'Only the Lonely', 'Short Time', 'Max Dugan Returns', 'The Man with One Red Shoe', 'Hot to Trot']]
Predicted Ans:    Godzilla
Predicted Path:   WarGames --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Path (Raw):       WarGames --[starred_actors]--> Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Neg LogProb(↓):   0.855443
Path Entropy(↓):  1.580790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by marta nieradkiewicz fall under
Start Entity:     Marta Nieradkiewicz
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marta Nieradkiewicz --[(INV) starred_actors]--> Floating Skyscrapers --[has_genre]--> Drama
Path (Raw):       Marta Nieradkiewicz --[No Operation]--> Marta Nieradkiewicz --[(INV) starred_actors]--> Floating Skyscrapers --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the rules of attraction also starred in which movies
Start Entity:     The Rules of Attraction
Gold Answer:      [['Stealth', 'The Heavy', 'Playing for Keeps', "Devil's Pond", "This Girl's Life", "A Knight's Tale", 'The Illusionist', 'The A-Team', 'One Missed Call', 'Total Recall', 'Formosa Betrayed', 'Easy Virtue', 'Planet 51', 'The Tall Man', "I'll Be Home for Christmas", 'Road to Nowhere', '40 Days and 40 Nights', 'Catacombs', 'Next', 'London', 'Summer Catch', 'The Order']]
Predicted Ans:    Total Recall
Predicted Path:   The Rules of Attraction --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> Total Recall
Path (Raw):       The Rules of Attraction --[starred_actors]--> Jessica Biel --[No Operation]--> Jessica Biel --[(INV) starred_actors]--> Total Recall
Neg LogProb(↓):   0.571364
Path Entropy(↓):  1.544245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film miss bala
Start Entity:     Miss Bala
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Miss Bala --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Miss Bala --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.308146
Path Entropy(↓):  4.758103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of bitter moon
Start Entity:     Bitter Moon
Gold Answer:      [['The Pianist', 'Frantic', 'The Tenant', 'The Ghost Writer', 'Venus in Fur', 'Tess', 'What?', 'Carnage', 'The Fearless Vampire Killers', 'Macbeth', "Rosemary's Baby", 'Repulsion', 'Pirates', 'Chinatown', 'Death and the Maiden', 'Oliver Twist', 'The Ninth Gate']]
Predicted Ans:    The Ninth Gate
Predicted Path:   Bitter Moon --[directed_by]--> Roman Polanski --[(INV) directed_by]--> The Ninth Gate
Path (Raw):       Bitter Moon --[No Operation]--> Bitter Moon --[directed_by]--> Roman Polanski --[(INV) directed_by]--> The Ninth Gate
Neg LogProb(↓):   1.270875
Path Entropy(↓):  2.004188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the match factory girl
Start Entity:     The Match Factory Girl
Gold Answer:      [['Music', 'Sport', 'Short', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Match Factory Girl --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Lights in the Dusk --[has_genre]--> Drama
Path (Raw):       The Match Factory Girl --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Lights in the Dusk --[has_genre]--> Drama
Neg LogProb(↓):   0.633449
Path Entropy(↓):  1.288196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of that man from rio
Start Entity:     That Man from Rio
Gold Answer:      [['On Guard']]
Predicted Ans:    On Guard
Predicted Path:   That Man from Rio --[written_by]--> Philippe de Broca --[(INV) written_by]--> On Guard
Path (Raw):       That Man from Rio --[No Operation]--> That Man from Rio --[written_by]--> Philippe de Broca --[(INV) written_by]--> On Guard
Neg LogProb(↓):   0.416509
Path Entropy(↓):  0.915474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of drew fellman written movies
Start Entity:     Drew Fellman
Gold Answer:      [['David Lickley']]
Predicted Ans:    David Lickley
Predicted Path:   Drew Fellman --[(INV) written_by]--> Born to Be Wild --[directed_by]--> David Lickley
Path (Raw):       Drew Fellman --[No Operation]--> Drew Fellman --[(INV) written_by]--> Born to Be Wild --[directed_by]--> David Lickley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of an american carol
Start Entity:     An American Carol
Gold Answer:      [['1998', '1980', '1977', '1984', '2013']]
Predicted Ans:    1984
Predicted Path:   An American Carol --[written_by]--> David Zucker --[(INV) written_by]--> Top Secret! --[release_year]--> 1984
Path (Raw):       An American Carol --[written_by]--> David Zucker --[(INV) written_by]--> Top Secret! --[release_year]--> 1984
Neg LogProb(↓):   0.653400
Path Entropy(↓):  1.075935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by carl lerner
Start Entity:     Carl Lerner
Gold Answer:      [['Roscoe Lee Browne', 'Sorrell Booke', 'James Whitmore']]
Predicted Ans:    James Whitmore
Predicted Path:   Carl Lerner --[(INV) directed_by]--> Black Like Me --[starred_actors]--> James Whitmore
Path (Raw):       Carl Lerner --[No Operation]--> Carl Lerner --[(INV) directed_by]--> Black Like Me --[starred_actors]--> James Whitmore
Neg LogProb(↓):   0.001361
Path Entropy(↓):  0.010581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor steve van wormer is a co - star of who
Start Entity:     Steve Van Wormer
Gold Answer:      [['Paul Walker']]
Predicted Ans:    Paul Walker
Predicted Path:   Steve Van Wormer --[(INV) starred_actors]--> Meet the Deedles --[starred_actors]--> Paul Walker
Path (Raw):       Steve Van Wormer --[No Operation]--> Steve Van Wormer --[(INV) starred_actors]--> Meet the Deedles --[starred_actors]--> Paul Walker
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by tom rowe
Start Entity:     Tom Rowe
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Tom Rowe --[(INV) written_by]--> Tarzan, the Ape Man --[release_year]--> 1981
Path (Raw):       Tom Rowe --[No Operation]--> Tom Rowe --[(INV) written_by]--> Tarzan, the Ape Man --[release_year]--> 1981
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film fright night
Start Entity:     Fright Night
Gold Answer:      [['remake', 'vampire']]
Predicted Ans:    chris sarandon
Predicted Path:   Fright Night --[has_tags]--> chris sarandon --[(INV) has_tags]--> Fright Night --[has_tags]--> chris sarandon
Path (Raw):       Fright Night --[has_tags]--> chris sarandon --[(INV) has_tags]--> Fright Night --[has_tags]--> chris sarandon
Neg LogProb(↓):   0.002130
Path Entropy(↓):  0.017605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by roy huggins
Start Entity:     Roy Huggins
Gold Answer:      [['Western']]
Predicted Ans:    Drama
Predicted Path:   Roy Huggins --[(INV) written_by]--> The Fugitive --[has_genre]--> Drama
Path (Raw):       Roy Huggins --[No Operation]--> Roy Huggins --[(INV) written_by]--> The Fugitive --[has_genre]--> Drama
Neg LogProb(↓):   0.467289
Path Entropy(↓):  0.965007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does brent gorski star in
Start Entity:     Brent Gorski
Gold Answer:      [['Holding Trevor']]
Predicted Ans:    Holding Trevor
Predicted Path:   Brent Gorski --[(INV) starred_actors]--> Holding Trevor --[starred_actors]--> Brent Gorski --[(INV) starred_actors]--> Holding Trevor
Path (Raw):       Brent Gorski --[(INV) starred_actors]--> Holding Trevor --[starred_actors]--> Brent Gorski --[(INV) starred_actors]--> Holding Trevor
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.000919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in rancho notorious
Start Entity:     Rancho Notorious
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Rancho Notorious --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Morocco --[has_genre]--> Drama
Path (Raw):       Rancho Notorious --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Morocco --[has_genre]--> Drama
Neg LogProb(↓):   0.826098
Path Entropy(↓):  2.145778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with jerry lewis
Start Entity:     Jerry Lewis
Gold Answer:      [['Tim Meadows', 'Bill Richmond']]
Predicted Ans:    Jerry Lewis
Predicted Path:   Jerry Lewis --[(INV) written_by]--> The Errand Boy --[written_by]--> Jerry Lewis
Path (Raw):       Jerry Lewis --[No Operation]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[written_by]--> Jerry Lewis
Neg LogProb(↓):   0.027173
Path Entropy(↓):  0.134501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movies written by vendela vida
Start Entity:     Vendela Vida
Gold Answer:      [['Sam Mendes']]
Predicted Ans:    Sam Mendes
Predicted Path:   Vendela Vida --[(INV) written_by]--> Away We Go --[directed_by]--> Sam Mendes
Path (Raw):       Vendela Vida --[No Operation]--> Vendela Vida --[(INV) written_by]--> Away We Go --[directed_by]--> Sam Mendes
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by peter markle
Start Entity:     Peter Markle
Gold Answer:      [['Cynthia Gibb', 'Rob Lowe', 'Patrick Swayze']]
Predicted Ans:    Patrick Swayze
Predicted Path:   Peter Markle --[(INV) written_by]--> Youngblood --[starred_actors]--> Patrick Swayze
Path (Raw):       Peter Markle --[No Operation]--> Peter Markle --[(INV) written_by]--> Youngblood --[starred_actors]--> Patrick Swayze
Neg LogProb(↓):   0.082955
Path Entropy(↓):  0.283908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the crying game in
Start Entity:     The Crying Game
Gold Answer:      [['Georgian', 'German']]
Predicted Ans:    German
Predicted Path:   The Crying Game --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Path (Raw):       The Crying Game --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Neg LogProb(↓):   0.031026
Path Entropy(↓):  0.137896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by christine lahti
Start Entity:     Christine Lahti
Gold Answer:      [['Jill Franklyn']]
Predicted Ans:    Jill Franklyn
Predicted Path:   Christine Lahti --[(INV) directed_by]--> My First Mister --[written_by]--> Jill Franklyn
Path (Raw):       Christine Lahti --[No Operation]--> Christine Lahti --[(INV) directed_by]--> My First Mister --[written_by]--> Jill Franklyn
Neg LogProb(↓):   0.251125
Path Entropy(↓):  0.736919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the prophecy ii
Start Entity:     The Prophecy II
Gold Answer:      [['Walter Hill', 'Gregory Widen', 'James Foley', 'Michael Seresin', 'Douglas Trumbull', 'Frank Coraci', 'Mike Nichols', 'John Badham', 'Tony Scott', 'Barry Levinson', 'Fisher Stevens', 'David McNally', 'Abel Ferrara', 'Michael Cimino', 'Hugh Wilson', "Peter O'Fallon", 'Jonathan Hensleigh', 'David Cronenberg', 'Paul Schrader', 'Steven Spielberg', 'John Glen', 'Peter Hewitt', 'Laís Bodanzky', 'David Dobkin', 'Tim Burton', 'William Conrad', 'Dirk Shafer', 'Marco Brambilla', 'John Irvin']]
Predicted Ans:    Michael Cimino
Predicted Path:   The Prophecy II --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[directed_by]--> Michael Cimino
Path (Raw):       The Prophecy II --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[directed_by]--> Michael Cimino
Neg LogProb(↓):   0.915810
Path Entropy(↓):  1.861962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by jack black release
Start Entity:     Jack Black
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Jack Black --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[release_year]--> 2006
Path (Raw):       Jack Black --[No Operation]--> Jack Black --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[release_year]--> 2006
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did nathaniel brown star in
Start Entity:     Nathaniel Brown
Gold Answer:      [['Enter the Void']]
Predicted Ans:    Enter the Void
Predicted Path:   Nathaniel Brown --[(INV) starred_actors]--> Enter the Void --[starred_actors]--> Nathaniel Brown --[(INV) starred_actors]--> Enter the Void
Path (Raw):       Nathaniel Brown --[(INV) starred_actors]--> Enter the Void --[starred_actors]--> Nathaniel Brown --[(INV) starred_actors]--> Enter the Void
Neg LogProb(↓):   0.135429
Path Entropy(↓):  0.380698
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film somers town were in which genres
Start Entity:     Somers Town
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Somers Town --[written_by]--> Paul Fraser --[(INV) written_by]--> Heartlands --[has_genre]--> Comedy
Path (Raw):       Somers Town --[written_by]--> Paul Fraser --[(INV) written_by]--> Heartlands --[has_genre]--> Comedy
Neg LogProb(↓):   0.546449
Path Entropy(↓):  0.722285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did rich eustis write
Start Entity:     Rich Eustis
Gold Answer:      [['Serial']]
Predicted Ans:    Serial
Predicted Path:   Rich Eustis --[(INV) written_by]--> Serial --[written_by]--> Cyra McFadden --[(INV) written_by]--> Serial
Path (Raw):       Rich Eustis --[(INV) written_by]--> Serial --[written_by]--> Cyra McFadden --[(INV) written_by]--> Serial
Neg LogProb(↓):   0.020967
Path Entropy(↓):  0.101070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of hud is also the director of which films
Start Entity:     Hud
Gold Answer:      [['The Molly Maguires', 'The Spy Who Came in from the Cold', 'Paris Blues', 'Nuts', "Murphy's Romance", 'The Great White Hope', 'Norma Rae', "Pete 'n' Tillie", 'The Brotherhood', 'The Sound and the Fury', 'Hombre', 'Edge of the City', 'The Front', 'Sounder', 'Cross Creek', 'The Long, Hot Summer', 'Conrack']]
Predicted Ans:    The Molly Maguires
Predicted Path:   Hud --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Molly Maguires
Path (Raw):       Hud --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Molly Maguires --[No Operation]--> The Molly Maguires
Neg LogProb(↓):   1.136579
Path Entropy(↓):  2.048672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in design for scandal
Start Entity:     Design for Scandal
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Design for Scandal --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> His Girl Friday --[has_genre]--> Comedy
Path (Raw):       Design for Scandal --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> His Girl Friday --[has_genre]--> Comedy
Neg LogProb(↓):   0.697031
Path Entropy(↓):  1.255050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
James gandolfini appears in which movies
Start Entity:     James Gandolfini
Gold Answer:      [["The Man Who Wasn't There", 'The Last Castle', 'Cinema Verite', 'Night Falls on Manhattan', 'Welcome to the Rileys', 'Terminal Velocity', 'The Drop', 'Surviving Christmas', "She's So Lovely"]]
Predicted Ans:    The Big Bounce
Predicted Path:   James Gandolfini --[(INV) starred_actors]--> Terminal Velocity --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> The Big Bounce
Path (Raw):       James Gandolfini --[(INV) starred_actors]--> Terminal Velocity --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> The Big Bounce
Neg LogProb(↓):   0.793898
Path Entropy(↓):  1.775813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies acted by klinton spilsbury release
Start Entity:     Klinton Spilsbury
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Klinton Spilsbury --[(INV) starred_actors]--> The Legend of the Lone Ranger --[release_year]--> 1981
Path (Raw):       Klinton Spilsbury --[No Operation]--> Klinton Spilsbury --[(INV) starred_actors]--> The Legend of the Lone Ranger --[release_year]--> 1981
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film stick
Start Entity:     Stick
Gold Answer:      [['2012', '1976', '1978', '1981']]
Predicted Ans:    2012
Predicted Path:   Stick --[directed_by]--> Burt Reynolds --[(INV) directed_by]--> The End --[release_year]--> 2012
Path (Raw):       Stick --[directed_by]--> Burt Reynolds --[(INV) directed_by]--> The End --[release_year]--> 2012
Neg LogProb(↓):   0.371969
Path Entropy(↓):  0.832142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of conspiracy theory
Start Entity:     Conspiracy Theory
Gold Answer:      [['Richard Pryor', 'Bruce Willis', 'David Morse', 'Billie Whitelaw', "Frances O'Connor", 'Joss Ackland', 'Scott Schwartz', 'Marlon Brando', 'Julianne Moore', 'Gerard Butler', 'Mel Gibson', 'Gregory Peck', 'Matthew Broderick', 'Paul Walker', 'Michelle Pfeiffer', 'Jackie Gleason', 'Billy Connolly', 'James Garner', 'Ned Beatty', 'Karen Allen', 'Liev Schreiber', 'Susan George', 'Mitchell Ryan', 'Sylvester Stallone', 'Gene Hackman', 'Bill Murray', 'Lee Remick', 'Gary Busey', 'Charles Bronson', 'David Warner', 'Anouk Aimée', 'Lorraine Bracco', 'Graham Greene', 'John Forsythe', 'Rene Russo', 'Antonio Banderas', 'Elijah Wood', 'Jodie Foster', 'Rutger Hauer', 'Joe Pesci', 'Christopher Reeve', 'Danny Glover', 'Adam Baldwin']]
Predicted Ans:    Mel Gibson
Predicted Path:   Conspiracy Theory --[directed_by]--> Richard Donner --[(INV) directed_by]--> Conspiracy Theory --[starred_actors]--> Mel Gibson
Path (Raw):       Conspiracy Theory --[directed_by]--> Richard Donner --[(INV) directed_by]--> Conspiracy Theory --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.901880
Path Entropy(↓):  1.567382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the naked prey were released in which years
Start Entity:     The Naked Prey
Gold Answer:      [['1949', '1948', '1989', '1947', '1967', '1979', '1945', '1952']]
Predicted Ans:    1967
Predicted Path:   The Naked Prey --[starred_actors]--> Cornel Wilde --[(INV) starred_actors]--> Beach Red --[release_year]--> 1967
Path (Raw):       The Naked Prey --[starred_actors]--> Cornel Wilde --[(INV) starred_actors]--> Beach Red --[release_year]--> 1967
Neg LogProb(↓):   0.065820
Path Entropy(↓):  0.266595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of wolfsburg also wrote movies
Start Entity:     Wolfsburg
Gold Answer:      [['Jerichow', 'Barbara', 'Yella']]
Predicted Ans:    Wolfsburg
Predicted Path:   Wolfsburg --[written_by]--> Christian Petzold --[(INV) written_by]--> Wolfsburg
Path (Raw):       Wolfsburg --[written_by]--> Christian Petzold --[(INV) written_by]--> Wolfsburg --[No Operation]--> Wolfsburg
Neg LogProb(↓):   0.057169
Path Entropy(↓):  0.270000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote the grandfather
Start Entity:     The Grandfather
Gold Answer:      [['Fernando Rey', 'Catherine Deneuve', 'Franco Nero']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   The Grandfather --[written_by]--> Benito Pérez Galdós --[(INV) written_by]--> Tristana --[starred_actors]--> Catherine Deneuve
Path (Raw):       The Grandfather --[written_by]--> Benito Pérez Galdós --[(INV) written_by]--> Tristana --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.000173
Path Entropy(↓):  0.001787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by luke meyer
Start Entity:     Luke Meyer
Gold Answer:      [['Andrew Neel']]
Predicted Ans:    Andrew Neel
Predicted Path:   Luke Meyer --[(INV) directed_by]--> Darkon --[written_by]--> Andrew Neel
Path (Raw):       Luke Meyer --[No Operation]--> Luke Meyer --[(INV) directed_by]--> Darkon --[written_by]--> Andrew Neel
Neg LogProb(↓):   0.094750
Path Entropy(↓):  0.304468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie seven chances
Start Entity:     Seven Chances
Gold Answer:      [['Snitz Edwards', 'T. Roy Barnes', 'Ruth Dwyer', 'Buster Keaton']]
Predicted Ans:    T. Roy Barnes
Predicted Path:   Seven Chances --[starred_actors]--> T. Roy Barnes --[(INV) starred_actors]--> Seven Chances --[starred_actors]--> T. Roy Barnes
Path (Raw):       Seven Chances --[starred_actors]--> T. Roy Barnes --[(INV) starred_actors]--> Seven Chances --[starred_actors]--> T. Roy Barnes
Neg LogProb(↓):   0.905901
Path Entropy(↓):  1.580339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by sam simon
Start Entity:     Sam Simon
Gold Answer:      [['Vincent Gardenia', 'Joe Pesci']]
Predicted Ans:    Joe Pesci
Predicted Path:   Sam Simon --[(INV) written_by]--> The Super --[starred_actors]--> Joe Pesci
Path (Raw):       Sam Simon --[No Operation]--> Sam Simon --[(INV) written_by]--> The Super --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.000424
Path Entropy(↓):  0.003719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by ari folman in
Start Entity:     Ari Folman
Gold Answer:      [['Documentary', 'Animation']]
Predicted Ans:    Documentary
Predicted Path:   Ari Folman --[(INV) directed_by]--> Waltz with Bashir --[has_genre]--> Documentary
Path (Raw):       Ari Folman --[No Operation]--> Ari Folman --[(INV) directed_by]--> Waltz with Bashir --[has_genre]--> Documentary
Neg LogProb(↓):   0.659482
Path Entropy(↓):  0.692578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with leleti khumalo
Start Entity:     Leleti Khumalo
Gold Answer:      [['John Kani', 'Miriam Makeba', 'Whoopi Goldberg']]
Predicted Ans:    Leleti Khumalo
Predicted Path:   Leleti Khumalo --[(INV) starred_actors]--> Yesterday --[starred_actors]--> Leleti Khumalo
Path (Raw):       Leleti Khumalo --[No Operation]--> Leleti Khumalo --[(INV) starred_actors]--> Yesterday --[starred_actors]--> Leleti Khumalo
Neg LogProb(↓):   0.000123
Path Entropy(↓):  0.001267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was one life released
Start Entity:     One Life
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   One Life --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       One Life --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.495312
Path Entropy(↓):  4.139304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in donkey punch
Start Entity:     Donkey Punch
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Donkey Punch --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Donkey Punch --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   2.051190
Path Entropy(↓):  2.921928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the old maid released
Start Entity:     The Old Maid
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   The Old Maid --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       The Old Maid --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   1.740225
Path Entropy(↓):  3.193208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did derek de lint star in
Start Entity:     Derek de Lint
Gold Answer:      [['The Assault']]
Predicted Ans:    The Assault
Predicted Path:   Derek de Lint --[(INV) starred_actors]--> The Assault --[starred_actors]--> Marc van Uchelen --[(INV) starred_actors]--> The Assault
Path (Raw):       Derek de Lint --[(INV) starred_actors]--> The Assault --[starred_actors]--> Marc van Uchelen --[(INV) starred_actors]--> The Assault
Neg LogProb(↓):   0.007831
Path Entropy(↓):  0.051056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lee tergesen acted films
Start Entity:     Lee Tergesen
Gold Answer:      [['Marcus Dunstan']]
Predicted Ans:    Marcus Dunstan
Predicted Path:   Lee Tergesen --[(INV) starred_actors]--> The Collection --[directed_by]--> Marcus Dunstan
Path (Raw):       Lee Tergesen --[No Operation]--> Lee Tergesen --[(INV) starred_actors]--> The Collection --[directed_by]--> Marcus Dunstan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of a single shot
Start Entity:     A Single Shot
Gold Answer:      [['See This Movie', 'Janie Jones']]
Predicted Ans:    A Single Shot
Predicted Path:   A Single Shot --[directed_by]--> David M. Rosenthal --[(INV) directed_by]--> A Single Shot
Path (Raw):       A Single Shot --[No Operation]--> A Single Shot --[directed_by]--> David M. Rosenthal --[(INV) directed_by]--> A Single Shot
Neg LogProb(↓):   0.258213
Path Entropy(↓):  0.804137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film colombiana
Start Entity:     Colombiana
Gold Answer:      [['1998', '1988', '2000', '1997', '2001', '2008', '2003', '2005', '1993', '2004', '2010', '2006', '1985', '2014', '2002', '1987', '2012', '2013']]
Predicted Ans:    1997
Predicted Path:   Colombiana --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       Colombiana --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   1.349584
Path Entropy(↓):  2.304200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by cliff gorman release
Start Entity:     Cliff Gorman
Gold Answer:      [['2000', '1970']]
Predicted Ans:    2000
Predicted Path:   Cliff Gorman --[(INV) starred_actors]--> King of the Jungle --[release_year]--> 2000
Path (Raw):       Cliff Gorman --[No Operation]--> Cliff Gorman --[(INV) starred_actors]--> King of the Jungle --[release_year]--> 2000
Neg LogProb(↓):   0.065772
Path Entropy(↓):  0.236909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of richard schayer
Start Entity:     Richard Schayer
Gold Answer:      [['Leon Gordon', 'Hanns Kräly', 'Helen Deutsch']]
Predicted Ans:    Helen Deutsch
Predicted Path:   Richard Schayer --[(INV) written_by]--> Kim --[written_by]--> Helen Deutsch
Path (Raw):       Richard Schayer --[No Operation]--> Richard Schayer --[(INV) written_by]--> Kim --[written_by]--> Helen Deutsch
Neg LogProb(↓):   0.005798
Path Entropy(↓):  0.039890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in rebel without a cause
Start Entity:     Rebel Without a Cause
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Sonny
Predicted Path:   Rebel Without a Cause --[starred_actors]--> James Dean --[starred_actors]--> James Franco --[(INV) starred_actors]--> Sonny
Path (Raw):       Rebel Without a Cause --[starred_actors]--> James Dean --[starred_actors]--> James Franco --[(INV) starred_actors]--> Sonny
Neg LogProb(↓):   1.562917
Path Entropy(↓):  2.488978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by murray hamilton
Start Entity:     Murray Hamilton
Gold Answer:      [['Mervyn LeRoy', 'Stuart Rosenberg']]
Predicted Ans:    Stuart Rosenberg
Predicted Path:   Murray Hamilton --[(INV) starred_actors]--> Brubaker --[directed_by]--> Stuart Rosenberg
Path (Raw):       Murray Hamilton --[No Operation]--> Murray Hamilton --[(INV) starred_actors]--> Brubaker --[directed_by]--> Stuart Rosenberg
Neg LogProb(↓):   0.000763
Path Entropy(↓):  0.006238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by susannah of the mounties actors
Start Entity:     Susannah of the Mounties
Gold Answer:      [['George Cukor', 'William Dieterle', 'Richard L. Bare', 'William A. Seiter', 'Garson Kanin', 'Fritz Lang', 'Irving Pichel', 'Michael Mann', 'George B. Seitz', 'George Waggner', 'Monty Banks', 'Maurice Tourneur', 'Rouben Mamoulian', 'Irving Cummings', 'Carol Reed', 'Ray Enright', 'Bernard Knowles', 'Anthony Page', 'Walter Lang', 'Henry Hathaway', 'John Ford', 'Leigh Janiak', 'Michael Curtiz', 'Henry King', 'Roy Huggins', 'Budd Boetticher', 'Brian Desmond Hurst', 'Allan Dwan', 'Leslie Arliss', 'Walter Bernstein', 'Richard Wallace', 'Harry Lachman', 'Alexander Hall', 'William Keighley', 'Peter Godfrey', 'Alfred Hitchcock', 'John S. Robertson', 'Irving Reis', 'Edwin L. Marin', 'Charles Vidor', 'Robert Day', 'David Butler', 'Joseph H. Lewis', 'Sam Peckinpah', 'Lewis Seiler', 'Rowland V. Lee', 'H. Bruce Humberstone', 'Clarence Brown', 'Mark Sandrich']]
Predicted Ans:    Budd Boetticher
Predicted Path:   Susannah of the Mounties --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Tall T --[directed_by]--> Budd Boetticher
Path (Raw):       Susannah of the Mounties --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Tall T --[directed_by]--> Budd Boetticher
Neg LogProb(↓):   1.642105
Path Entropy(↓):  2.531795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the guns of navarone
Start Entity:     The Guns of Navarone
Gold Answer:      [['Eva', 'A Walk in the Clouds', 'Spellbound', 'Lion of the Desert', 'The Purple Plain', 'The Man in the Gray Flannel Suit', 'The Scarlet and the Black', 'Zorba the Greek', '55 Days at Peking', 'Eternally Yours', 'Requiem for a Heavyweight', 'The Moon Is Blue', 'Bedtime Story', "Please Don't Eat the Daisies", 'Ulysses', 'On the Beach', 'The Secret of Santa Vittoria', 'The Paradine Case', 'The Keys of the Kingdom', 'Candleshoe', 'Behold a Pale Horse', 'The Valley of Decision', 'Wild Is the Wind', 'The Omen', 'Portrait in Black', 'The Black Orchid', 'The Magus', 'High Risk', 'Separate Tables', 'Arabesque', 'Happy Go Lovely', 'The Yearling', 'The Visit', 'Viva Zapata!', "The Bishop's Wife", 'The Boys from Brazil', 'Old Gringo', 'The Ox-Bow Incident', 'Cape Fear', 'Pork Chop Hill', 'Bachelor Mother', 'Avenging Angelo', 'The Sea Wolves', "Yesterday's Enemy", "Mackenna's Gold", 'Helen of Troy', 'Against All Flags', 'The Real Glory', 'Days of Glory', 'Thank You, Jeeves!', 'The Dawn Patrol', 'Revenge', 'Captain Horatio Hornblower R.N.', 'Hell Drivers', 'Last Train from Gun Hill', 'Barabbas', 'Lust for Life', 'A High Wind in Jamaica', 'Attila', 'Casino Royale', 'The Big Country', 'To Kill a Mockingbird', 'Road to Morocco', 'MacArthur', 'The Snows of Kilimanjaro', 'David and Bathsheba', 'The Great Sinner', 'The Pink Panther', "Twelve O'Clock High", "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', 'Eye of the Devil', 'The Hunchback of Notre Dame', "Other People's Money", 'Designing Woman', 'Bonjour Tristesse', 'The Toast of New Orleans', 'Captain Newman, M.D.', 'Marooned', 'Zulu', 'The Bravados', 'Back to Bataan', 'Warlock', 'Night People', 'Mirage', 'Amazing Grace and Chuck', 'I Walk the Line', 'The Gunfighter', 'La Strada', 'The Don Is Dead', 'My Man Godfrey', 'Duel in the Sun', 'The Way Ahead', 'Moby Dick', 'Enchantment']]
Predicted Ans:    The Pink Panther
Predicted Path:   The Guns of Navarone --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Pink Panther
Path (Raw):       The Guns of Navarone --[starred_actors]--> David Niven --[No Operation]--> David Niven --[(INV) starred_actors]--> The Pink Panther
Neg LogProb(↓):   1.054698
Path Entropy(↓):  1.710992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the milk director
Start Entity:     Milk
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Milk --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Mala Noche --[has_genre]--> Drama
Path (Raw):       Milk --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Mala Noche --[has_genre]--> Drama
Neg LogProb(↓):   0.698268
Path Entropy(↓):  1.464416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does paul anderson appear in
Start Entity:     Paul Anderson
Gold Answer:      [["'71"]]
Predicted Ans:    '71
Predicted Path:   Paul Anderson --[(INV) starred_actors]--> '71 --[starred_actors]--> Richard Dormer --[(INV) starred_actors]--> '71
Path (Raw):       Paul Anderson --[(INV) starred_actors]--> '71 --[starred_actors]--> Richard Dormer --[(INV) starred_actors]--> '71
Neg LogProb(↓):   0.300454
Path Entropy(↓):  0.576604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie who killed the electric car? in a few words
Start Entity:     Who Killed the Electric Car?
Gold Answer:      [['cars', 'documentary', 'california', 'oil', 'general motors']]
Predicted Ans:    cars
Predicted Path:   Who Killed the Electric Car? --[has_tags]--> cars --[(INV) has_tags]--> Death Proof --[has_tags]--> cars
Path (Raw):       Who Killed the Electric Car? --[has_tags]--> cars --[(INV) has_tags]--> Death Proof --[has_tags]--> cars
Neg LogProb(↓):   0.151229
Path Entropy(↓):  0.424398
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of hotel chevalier
Start Entity:     Hotel Chevalier
Gold Answer:      [['Rushmore', 'Fantastic Mr. Fox', "Goya's Ghosts", 'I Heart Huckabees', 'V for Vendetta', 'The Darjeeling Limited', 'Free Zone', 'Slackers', 'The Other Woman', "Mr. Magorium's Wonder Emporium", 'Where the Heart Is', 'Thor', 'Your Highness', 'A Glimpse Inside the Mind of Charles Swan III', 'Shopgirl', 'The Marc Pease Experience', 'Spun', 'New York, I Love You', 'Black Swan', 'No Strings Attached', 'Closer', 'Brothers']]
Predicted Ans:    I Heart Huckabees
Predicted Path:   Hotel Chevalier --[starred_actors]--> Jason Schwartzman --[(INV) starred_actors]--> I Heart Huckabees
Path (Raw):       Hotel Chevalier --[starred_actors]--> Jason Schwartzman --[No Operation]--> Jason Schwartzman --[(INV) starred_actors]--> I Heart Huckabees
Neg LogProb(↓):   0.952868
Path Entropy(↓):  1.859511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by rupert friend were released in which years
Start Entity:     Rupert Friend
Gold Answer:      [['2005', '2009', '2007']]
Predicted Ans:    2007
Predicted Path:   Rupert Friend --[(INV) starred_actors]--> Outlaw --[release_year]--> 2007
Path (Raw):       Rupert Friend --[No Operation]--> Rupert Friend --[(INV) starred_actors]--> Outlaw --[release_year]--> 2007
Neg LogProb(↓):   0.574265
Path Entropy(↓):  0.746713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by jalil lespert in
Start Entity:     Jalil Lespert
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jalil Lespert --[(INV) written_by]--> Yves Saint Laurent --[in_language]--> French
Path (Raw):       Jalil Lespert --[No Operation]--> Jalil Lespert --[(INV) written_by]--> Yves Saint Laurent --[in_language]--> French
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the teahouse of the august moon
Start Entity:     The Teahouse of the August Moon
Gold Answer:      [['1980', '1954', '2006', '1967', '1935', '1979', '1984', '1977', '1968', '1963', '1957', '1951', '1953', '1994', '1995', '1976', '1972', '2001', '1990', '1996', '1961', '1955', '1962', '1978', '1964', '1997', '1966', '1950', '1960', '1925', '1965', '1969', '1952', '1958']]
Predicted Ans:    1955
Predicted Path:   The Teahouse of the August Moon --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Path (Raw):       The Teahouse of the August Moon --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Neg LogProb(↓):   0.741763
Path Entropy(↓):  1.883306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is house of usher in
Start Entity:     House of Usher
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   House of Usher --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       House of Usher --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.475721
Path Entropy(↓):  3.887194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by robert bresson
Start Entity:     Robert Bresson
Gold Answer:      [['1962', '1966', '1971', '1951', '1959', '1967', '1956']]
Predicted Ans:    1962
Predicted Path:   Robert Bresson --[(INV) written_by]--> The Trial of Joan of Arc --[release_year]--> 1962
Path (Raw):       Robert Bresson --[No Operation]--> Robert Bresson --[(INV) written_by]--> The Trial of Joan of Arc --[release_year]--> 1962
Neg LogProb(↓):   0.459125
Path Entropy(↓):  1.062699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films together with william porter
Start Entity:     William Porter
Gold Answer:      [['Steven Kampmann']]
Predicted Ans:    Steven Kampmann
Predicted Path:   William Porter --[(INV) directed_by]--> Stealing Home --[directed_by]--> Steven Kampmann
Path (Raw):       William Porter --[No Operation]--> William Porter --[(INV) directed_by]--> Stealing Home --[directed_by]--> Steven Kampmann
Neg LogProb(↓):   0.373255
Path Entropy(↓):  0.620340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by dennis wheatley released
Start Entity:     Dennis Wheatley
Gold Answer:      [['1976', '1968']]
Predicted Ans:    1968
Predicted Path:   Dennis Wheatley --[(INV) written_by]--> The Lost Continent --[release_year]--> 1968
Path (Raw):       Dennis Wheatley --[No Operation]--> Dennis Wheatley --[(INV) written_by]--> The Lost Continent --[release_year]--> 1968
Neg LogProb(↓):   0.046748
Path Entropy(↓):  0.188912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of close my eyes also wrote which films
Start Entity:     Close My Eyes
Gold Answer:      [['Glorious 39', 'Century', "Joe's Palace", 'The Lost Prince', 'Capturing Mary']]
Predicted Ans:    Close My Eyes
Predicted Path:   Close My Eyes --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Close My Eyes
Path (Raw):       Close My Eyes --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Close My Eyes --[No Operation]--> Close My Eyes
Neg LogProb(↓):   0.927908
Path Entropy(↓):  1.509682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film voyage to the bottom of the sea
Start Entity:     Voyage to the Bottom of the Sea
Gold Answer:      [['Jules Verne', 'Irwin Allen', 'Paul Gallico']]
Predicted Ans:    Irwin Allen
Predicted Path:   Voyage to the Bottom of the Sea --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Lost World --[written_by]--> Irwin Allen
Path (Raw):       Voyage to the Bottom of the Sea --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Lost World --[written_by]--> Irwin Allen
Neg LogProb(↓):   0.447127
Path Entropy(↓):  1.090854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by between two worlds actors
Start Entity:     Between Two Worlds
Gold Answer:      [['English', 'Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   Between Two Worlds --[starred_actors]--> Sydney Greenstreet --[(INV) starred_actors]--> Across the Pacific --[in_language]--> Japanese
Path (Raw):       Between Two Worlds --[starred_actors]--> Sydney Greenstreet --[(INV) starred_actors]--> Across the Pacific --[in_language]--> Japanese
Neg LogProb(↓):   0.027617
Path Entropy(↓):  0.132179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does heinrich george appear in
Start Entity:     Heinrich George
Gold Answer:      [['Jud Süß']]
Predicted Ans:    Jud Süß
Predicted Path:   Heinrich George --[(INV) starred_actors]--> Jud Süß --[starred_actors]--> Ferdinand Marian --[(INV) starred_actors]--> Jud Süß
Path (Raw):       Heinrich George --[(INV) starred_actors]--> Jud Süß --[starred_actors]--> Ferdinand Marian --[(INV) starred_actors]--> Jud Süß
Neg LogProb(↓):   1.166045
Path Entropy(↓):  1.325225
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of outside the law
Start Entity:     Outside the Law
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Outside the Law --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> Days of Glory --[in_language]--> French
Path (Raw):       Outside the Law --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> Days of Glory --[in_language]--> French
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dennis hopper written films
Start Entity:     Dennis Hopper
Gold Answer:      [['1969', '1971']]
Predicted Ans:    1969
Predicted Path:   Dennis Hopper --[(INV) written_by]--> Easy Rider --[release_year]--> 1969
Path (Raw):       Dennis Hopper --[No Operation]--> Dennis Hopper --[(INV) written_by]--> Easy Rider --[release_year]--> 1969
Neg LogProb(↓):   0.057443
Path Entropy(↓):  0.216164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by simon curtis released
Start Entity:     Simon Curtis
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Simon Curtis --[(INV) directed_by]--> My Week with Marilyn --[release_year]--> 2011
Path (Raw):       Simon Curtis --[No Operation]--> Simon Curtis --[(INV) directed_by]--> My Week with Marilyn --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is awake
Start Entity:     Awake
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Awake --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Awake --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.410559
Path Entropy(↓):  2.492514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote dance me outside
Start Entity:     Dance Me Outside
Gold Answer:      [['Bruce McDonald']]
Predicted Ans:    Bruce McDonald
Predicted Path:   Dance Me Outside --[written_by]--> Bruce McDonald --[(INV) written_by]--> Dance Me Outside --[directed_by]--> Bruce McDonald
Path (Raw):       Dance Me Outside --[written_by]--> Bruce McDonald --[(INV) written_by]--> Dance Me Outside --[directed_by]--> Bruce McDonald
Neg LogProb(↓):   0.072658
Path Entropy(↓):  0.258379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in mysterious mr. moto
Start Entity:     Mysterious Mr. Moto
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mysterious Mr. Moto --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Mask of Dimitrios --[has_genre]--> Drama
Path (Raw):       Mysterious Mr. Moto --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Mask of Dimitrios --[has_genre]--> Drama
Neg LogProb(↓):   1.175108
Path Entropy(↓):  1.401088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the rocker
Start Entity:     The Rocker
Gold Answer:      [['Lucky Break', 'The Full Monty']]
Predicted Ans:    The Full Monty
Predicted Path:   The Rocker --[directed_by]--> Peter Cattaneo --[(INV) directed_by]--> The Full Monty
Path (Raw):       The Rocker --[directed_by]--> Peter Cattaneo --[(INV) directed_by]--> The Full Monty --[No Operation]--> The Full Monty
Neg LogProb(↓):   0.047512
Path Entropy(↓):  0.211199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by geoffrey skelton
Start Entity:     Geoffrey Skelton
Gold Answer:      [['Peter Brook']]
Predicted Ans:    Peter Brook
Predicted Path:   Geoffrey Skelton --[(INV) written_by]--> Marat/Sade --[directed_by]--> Peter Brook
Path (Raw):       Geoffrey Skelton --[No Operation]--> Geoffrey Skelton --[(INV) written_by]--> Marat/Sade --[directed_by]--> Peter Brook
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film cool as ice starred which actors
Start Entity:     Cool as Ice
Gold Answer:      [['Vanilla Ice']]
Predicted Ans:    Eminem
Predicted Path:   Cool as Ice --[starred_actors]--> Vanilla Ice --[(INV) starred_actors]--> Da Hip Hop Witch --[starred_actors]--> Eminem
Path (Raw):       Cool as Ice --[starred_actors]--> Vanilla Ice --[(INV) starred_actors]--> Da Hip Hop Witch --[starred_actors]--> Eminem
Neg LogProb(↓):   0.176050
Path Entropy(↓):  0.554615
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with wendell burton
Start Entity:     Wendell Burton
Gold Answer:      [['Liza Minnelli', 'Tim McIntire']]
Predicted Ans:    Liza Minnelli
Predicted Path:   Wendell Burton --[(INV) starred_actors]--> The Sterile Cuckoo --[starred_actors]--> Liza Minnelli
Path (Raw):       Wendell Burton --[No Operation]--> Wendell Burton --[(INV) starred_actors]--> The Sterile Cuckoo --[starred_actors]--> Liza Minnelli
Neg LogProb(↓):   0.032768
Path Entropy(↓):  0.144445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by anthony gilbert were in which genres
Start Entity:     Anthony Gilbert
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Anthony Gilbert --[(INV) written_by]--> My Name Is Julia Ross --[has_genre]--> Drama
Path (Raw):       Anthony Gilbert --[No Operation]--> Anthony Gilbert --[(INV) written_by]--> My Name Is Julia Ross --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film clockwatchers were released in which years
Start Entity:     Clockwatchers
Gold Answer:      [['1995', '1998', '2000', '1997', '2009', '2008', '2003', '2005', '2004', '1996', '2006', '1994', '2002', '2014', '2012', '1958', '2013', '2007']]
Predicted Ans:    2014
Predicted Path:   Clockwatchers --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> A Long Way Down --[release_year]--> 2014
Path (Raw):       Clockwatchers --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> A Long Way Down --[release_year]--> 2014
Neg LogProb(↓):   0.386083
Path Entropy(↓):  0.850069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film kiss and make - up
Start Entity:     Kiss and Make-Up
Gold Answer:      [['1946', '1944', '1959', '1936', '1935', '1941', '1963', '1939', '1933', '2009', '1957', '1951', '1953', '1947', '1932', '1931', '1943', '1948', '1942', '1940', '1938', '1955', '1962', '1934', '1964', '1949', '1950', '1960', '1952', '1945', '1937', '1958']]
Predicted Ans:    1940
Predicted Path:   Kiss and Make-Up --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> His Girl Friday --[release_year]--> 1940
Path (Raw):       Kiss and Make-Up --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> His Girl Friday --[release_year]--> 1940
Neg LogProb(↓):   1.738425
Path Entropy(↓):  2.326650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by jason lindsey
Start Entity:     Jason Lindsey
Gold Answer:      [['Stephanie Soechtig']]
Predicted Ans:    Stephanie Soechtig
Predicted Path:   Jason Lindsey --[(INV) directed_by]--> Tapped --[directed_by]--> Stephanie Soechtig
Path (Raw):       Jason Lindsey --[No Operation]--> Jason Lindsey --[(INV) directed_by]--> Tapped --[directed_by]--> Stephanie Soechtig
Neg LogProb(↓):   0.142734
Path Entropy(↓):  0.393302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with george ogilvie
Start Entity:     George Ogilvie
Gold Answer:      [['George Miller']]
Predicted Ans:    George Miller
Predicted Path:   George Ogilvie --[(INV) directed_by]--> Mad Max Beyond Thunderdome --[directed_by]--> George Miller
Path (Raw):       George Ogilvie --[No Operation]--> George Ogilvie --[(INV) directed_by]--> Mad Max Beyond Thunderdome --[directed_by]--> George Miller
Neg LogProb(↓):   0.009580
Path Entropy(↓):  0.053852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the vengeance of fu manchu were released in which years
Start Entity:     The Vengeance of Fu Manchu
Gold Answer:      [['1970', '1959', '2006', '1974', '1968', '1939', '1957', '1973', '1932', '1976', '1972', '1990', '1981', '2011', '1962', '1934', '1978', '1964', '2000', '1966', '1950', '1960', '1965', '1999', '1969']]
Predicted Ans:    1978
Predicted Path:   The Vengeance of Fu Manchu --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       The Vengeance of Fu Manchu --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   1.594271
Path Entropy(↓):  3.014332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by janet landgard were written by who
Start Entity:     Janet Landgard
Gold Answer:      [['John Cheever', 'Eleanor Perry']]
Predicted Ans:    Eleanor Perry
Predicted Path:   Janet Landgard --[(INV) starred_actors]--> The Swimmer --[written_by]--> Eleanor Perry
Path (Raw):       Janet Landgard --[No Operation]--> Janet Landgard --[(INV) starred_actors]--> The Swimmer --[written_by]--> Eleanor Perry
Neg LogProb(↓):   0.250687
Path Entropy(↓):  0.529094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of fired up! starred who
Start Entity:     Fired Up!
Gold Answer:      [['Quvenzhané Wallis', 'Mila Kunis', 'Ann Reinking', 'Jamie Foxx', 'Justin Timberlake', 'Patricia Clarkson', 'Jenna Elfman', 'Tim Curry', 'Albert Finney', 'Carol Burnett']]
Predicted Ans:    Tim Curry
Predicted Path:   Fired Up! --[written_by]--> Will Gluck --[(INV) written_by]--> Annie --[starred_actors]--> Tim Curry
Path (Raw):       Fired Up! --[written_by]--> Will Gluck --[(INV) written_by]--> Annie --[starred_actors]--> Tim Curry
Neg LogProb(↓):   0.684377
Path Entropy(↓):  1.364907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the sense and sensibility director
Start Entity:     Sense and Sensibility
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Sense and Sensibility --[directed_by]--> Ang Lee --[(INV) directed_by]--> Brokeback Mountain --[has_genre]--> Drama
Path (Raw):       Sense and Sensibility --[directed_by]--> Ang Lee --[(INV) directed_by]--> Brokeback Mountain --[has_genre]--> Drama
Neg LogProb(↓):   0.659885
Path Entropy(↓):  1.290512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by employee of the month writers release
Start Entity:     Employee of the Month
Gold Answer:      [['2014']]
Predicted Ans:    2004
Predicted Path:   Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month --[release_year]--> 2004
Path (Raw):       Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month --[release_year]--> 2004
Neg LogProb(↓):   0.997661
Path Entropy(↓):  1.321696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies starred by son of the bride actors
Start Entity:     Son of the Bride
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Son of the Bride --[starred_actors]--> Ricardo Darín --[(INV) starred_actors]--> XXY --[in_language]--> Spanish
Path (Raw):       Son of the Bride --[starred_actors]--> Ricardo Darín --[(INV) starred_actors]--> XXY --[in_language]--> Spanish
Neg LogProb(↓):   0.006817
Path Entropy(↓):  0.047301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie wild card
Start Entity:     Wild Card
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Wild Card --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Wild Card --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.149099
Path Entropy(↓):  4.448834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in jindabyne
Start Entity:     Jindabyne
Gold Answer:      [['Laura Linney']]
Predicted Ans:    Laura Linney
Predicted Path:   Jindabyne --[starred_actors]--> Laura Linney --[(INV) starred_actors]--> P.S. --[starred_actors]--> Laura Linney
Path (Raw):       Jindabyne --[starred_actors]--> Laura Linney --[(INV) starred_actors]--> P.S. --[starred_actors]--> Laura Linney
Neg LogProb(↓):   0.006596
Path Entropy(↓):  0.049519
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of a clockwork orange
Start Entity:     A Clockwork Orange
Gold Answer:      [["Vincent D'Onofrio", 'Jack Nicholson', 'Scatman Crothers', 'Vince Edwards', 'Shelley Duvall', 'Danny Lloyd', 'Sterling Hayden', 'Coleen Gray', 'Patrick Magee', 'Marisa Berenson', 'Frank Silvera', 'Jamie Smith', 'Irene Kane', 'Kirk Douglas', 'Hardy Krüger', 'Matthew Modine', 'R. Lee Ermey', 'Adam Baldwin', "Ryan O'Neal"]]
Predicted Ans:    Kirk Douglas
Predicted Path:   A Clockwork Orange --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Path (Raw):       A Clockwork Orange --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.170016
Path Entropy(↓):  0.609169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in scenes from the class struggle in beverly hills
Start Entity:     Scenes from the Class Struggle in Beverly Hills
Gold Answer:      [['Jacqueline Bisset', 'Mary Woronov', 'Robert Beltran', 'Ray Sharkey']]
Predicted Ans:    Ray Sharkey
Predicted Path:   Scenes from the Class Struggle in Beverly Hills --[starred_actors]--> Ray Sharkey --[(INV) starred_actors]--> The Idolmaker --[starred_actors]--> Ray Sharkey
Path (Raw):       Scenes from the Class Struggle in Beverly Hills --[starred_actors]--> Ray Sharkey --[(INV) starred_actors]--> The Idolmaker --[starred_actors]--> Ray Sharkey
Neg LogProb(↓):   0.309411
Path Entropy(↓):  0.840305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by jim piddock
Start Entity:     Jim Piddock
Gold Answer:      [['Eugene Levy', 'Miguel Ferrer', 'Samuel L. Jackson', 'James Earl Jones']]
Predicted Ans:    Samuel L. Jackson
Predicted Path:   Jim Piddock --[(INV) written_by]--> The Man --[starred_actors]--> Samuel L. Jackson
Path (Raw):       Jim Piddock --[No Operation]--> Jim Piddock --[(INV) written_by]--> The Man --[starred_actors]--> Samuel L. Jackson
Neg LogProb(↓):   0.229910
Path Entropy(↓):  0.641987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is betsy's wedding
Start Entity:     Betsy's Wedding
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Betsy's Wedding --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Betsy's Wedding --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.190010
Path Entropy(↓):  4.440196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the human factor
Start Entity:     The Human Factor
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Human Factor --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Human Factor --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.396602
Path Entropy(↓):  2.660350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie finding nemo
Start Entity:     Finding Nemo
Gold Answer:      [['Barry Levinson', 'Monica Mcgowan Johnson', 'Albert Brooks', 'Robert Klane', 'Hossein Amini', 'James L. Brooks', 'Valerie Curtin', 'Jill Franklyn', 'Ron Peer', 'Preston Sturges', 'James Sallis']]
Predicted Ans:    Albert Brooks
Predicted Path:   Finding Nemo --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[written_by]--> Albert Brooks
Path (Raw):       Finding Nemo --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[written_by]--> Albert Brooks
Neg LogProb(↓):   0.217994
Path Entropy(↓):  0.581952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie weekend
Start Entity:     Weekend
Gold Answer:      [['Régis Wargnier', 'Maurice Pialat', 'Jacques Audiard']]
Predicted Ans:    Maurice Pialat
Predicted Path:   Weekend --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[directed_by]--> Maurice Pialat
Path (Raw):       Weekend --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[directed_by]--> Maurice Pialat
Neg LogProb(↓):   0.024794
Path Entropy(↓):  0.129834
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with gia carides
Start Entity:     Gia Carides
Gold Answer:      [['Kim Myers', 'Barry Otto', 'Olivia Birkelund', 'Lynette Curran', 'Özgü Namal', 'Murat Han', 'Talat Bulut', 'Patrick Swayze']]
Predicted Ans:    Gia Carides
Predicted Path:   Gia Carides --[(INV) starred_actors]--> Letters from a Killer --[starred_actors]--> Gia Carides
Path (Raw):       Gia Carides --[No Operation]--> Gia Carides --[(INV) starred_actors]--> Letters from a Killer --[starred_actors]--> Gia Carides
Neg LogProb(↓):   0.346072
Path Entropy(↓):  0.637209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share directors with the ides of march fall under
Start Entity:     The Ides of March
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    War
Predicted Path:   The Ides of March --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[has_genre]--> War
Path (Raw):       The Ides of March --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[has_genre]--> War
Neg LogProb(↓):   0.000442
Path Entropy(↓):  0.004179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by you can't win'em all writers release
Start Entity:     You Can't Win 'Em All
Gold Answer:      [['1959', '1967']]
Predicted Ans:    1967
Predicted Path:   You Can't Win 'Em All --[written_by]--> Leo Gordon --[(INV) written_by]--> Tobruk --[release_year]--> 1967
Path (Raw):       You Can't Win 'Em All --[written_by]--> Leo Gordon --[(INV) written_by]--> Tobruk --[release_year]--> 1967
Neg LogProb(↓):   0.596769
Path Entropy(↓):  0.818821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the haunted strangler
Start Entity:     The Haunted Strangler
Gold Answer:      [['Swedish', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Haunted Strangler --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Path (Raw):       The Haunted Strangler --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Neg LogProb(↓):   0.030271
Path Entropy(↓):  0.161142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of tom tykwer written films
Start Entity:     Tom Tykwer
Gold Answer:      [['Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Gérard Depardieu', 'Gurinder Chadha', 'Wes Craven', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Alexander Payne']]
Predicted Ans:    Tom Tykwer
Predicted Path:   Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[directed_by]--> Tom Tykwer
Path (Raw):       Tom Tykwer --[No Operation]--> Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[directed_by]--> Tom Tykwer
Neg LogProb(↓):   0.239506
Path Entropy(↓):  0.620521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same director of touchy feely
Start Entity:     Touchy Feely
Gold Answer:      [['Laggies', "Your Sister's Sister", 'Humpday']]
Predicted Ans:    Humpday
Predicted Path:   Touchy Feely --[directed_by]--> Lynn Shelton --[(INV) directed_by]--> Humpday
Path (Raw):       Touchy Feely --[No Operation]--> Touchy Feely --[directed_by]--> Lynn Shelton --[(INV) directed_by]--> Humpday
Neg LogProb(↓):   0.000431
Path Entropy(↓):  0.004003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by bob brooks starred which actors
Start Entity:     Bob Brooks
Gold Answer:      [['Bruce Dern', 'Maud Adams']]
Predicted Ans:    Bruce Dern
Predicted Path:   Bob Brooks --[(INV) directed_by]--> Tattoo --[starred_actors]--> Bruce Dern
Path (Raw):       Bob Brooks --[No Operation]--> Bob Brooks --[(INV) directed_by]--> Tattoo --[starred_actors]--> Bruce Dern
Neg LogProb(↓):   0.002029
Path Entropy(↓):  0.014598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of sheitan
Start Entity:     Sheitan
Gold Answer:      [['Kim Chapiron', 'Jeremie Delon']]
Predicted Ans:    Kim Chapiron
Predicted Path:   Sheitan --[directed_by]--> Kim Chapiron --[(INV) directed_by]--> Sheitan --[written_by]--> Kim Chapiron
Path (Raw):       Sheitan --[directed_by]--> Kim Chapiron --[(INV) directed_by]--> Sheitan --[written_by]--> Kim Chapiron
Neg LogProb(↓):   0.074497
Path Entropy(↓):  0.265771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was threesome released
Start Entity:     Threesome
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Threesome --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Path (Raw):       Threesome --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Neg LogProb(↓):   3.015384
Path Entropy(↓):  4.413764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by howard franklin starred which actors
Start Entity:     Howard Franklin
Gold Answer:      [['Geena Davis', 'Bob Elliott', 'Bill Murray', 'Joe Pesci']]
Predicted Ans:    Bill Murray
Predicted Path:   Howard Franklin --[(INV) directed_by]--> Quick Change --[starred_actors]--> Bill Murray
Path (Raw):       Howard Franklin --[No Operation]--> Howard Franklin --[(INV) directed_by]--> Quick Change --[starred_actors]--> Bill Murray
Neg LogProb(↓):   0.577264
Path Entropy(↓):  0.847980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by athina rachel tsangari starred which actors
Start Entity:     Athina Rachel Tsangari
Gold Answer:      [['Ariane Labed']]
Predicted Ans:    Ariane Labed
Predicted Path:   Athina Rachel Tsangari --[(INV) directed_by]--> Attenberg --[starred_actors]--> Ariane Labed
Path (Raw):       Athina Rachel Tsangari --[No Operation]--> Athina Rachel Tsangari --[(INV) directed_by]--> Attenberg --[starred_actors]--> Ariane Labed
Neg LogProb(↓):   0.195818
Path Entropy(↓):  0.468138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film baaria was directed by who
Start Entity:     Baarìa
Gold Answer:      [['Giuseppe Tornatore']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Baarìa --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Path (Raw):       Baarìa --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Neg LogProb(↓):   0.003102
Path Entropy(↓):  0.021786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by marcel carne in
Start Entity:     Marcel Carné
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marcel Carné --[(INV) directed_by]--> Port of Shadows --[has_genre]--> Drama
Path (Raw):       Marcel Carné --[No Operation]--> Marcel Carné --[(INV) directed_by]--> Port of Shadows --[has_genre]--> Drama
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the last minute
Start Entity:     The Last Minute
Gold Answer:      [['Peta Wilson', 'Sean Connery', 'Naseeruddin Shah', 'Stephen Dorff', 'Tony Curran', 'Wesley Snipes']]
Predicted Ans:    Sean Connery
Predicted Path:   The Last Minute --[directed_by]--> Stephen Norrington --[(INV) directed_by]--> The League of Extraordinary Gentlemen --[starred_actors]--> Sean Connery
Path (Raw):       The Last Minute --[directed_by]--> Stephen Norrington --[(INV) directed_by]--> The League of Extraordinary Gentlemen --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.155701
Path Entropy(↓):  0.615887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of marlen haushofer written films
Start Entity:     Marlen Haushofer
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Marlen Haushofer --[(INV) written_by]--> The Wall --[release_year]--> 2012
Path (Raw):       Marlen Haushofer --[No Operation]--> Marlen Haushofer --[(INV) written_by]--> The Wall --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film union station were in which genres
Start Entity:     Union Station
Gold Answer:      [['Drama', 'War', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Union Station --[directed_by]--> Rudolph Maté --[(INV) directed_by]--> The Deep Six --[has_genre]--> Drama
Path (Raw):       Union Station --[directed_by]--> Rudolph Maté --[(INV) directed_by]--> The Deep Six --[has_genre]--> Drama
Neg LogProb(↓):   0.334108
Path Entropy(↓):  0.916620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by james dunn fall under
Start Entity:     James Dunn
Gold Answer:      [['Drama', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   James Dunn --[(INV) starred_actors]--> Baby Take a Bow --[has_genre]--> Comedy
Path (Raw):       James Dunn --[No Operation]--> James Dunn --[(INV) starred_actors]--> Baby Take a Bow --[has_genre]--> Comedy
Neg LogProb(↓):   0.766724
Path Entropy(↓):  1.317199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Andy fickman was the director of which movies
Start Entity:     Andy Fickman
Gold Answer:      [['You Again', 'The Game Plan', "She's the Man", 'Parental Guidance', "Who's Your Daddy?", 'Race to Witch Mountain']]
Predicted Ans:    Race to Witch Mountain
Predicted Path:   Andy Fickman --[(INV) directed_by]--> You Again --[directed_by]--> Andy Fickman --[(INV) directed_by]--> Race to Witch Mountain
Path (Raw):       Andy Fickman --[(INV) directed_by]--> You Again --[directed_by]--> Andy Fickman --[(INV) directed_by]--> Race to Witch Mountain
Neg LogProb(↓):   1.142645
Path Entropy(↓):  2.029734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in it happened tomorrow
Start Entity:     It Happened Tomorrow
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Fantasy
Predicted Path:   It Happened Tomorrow --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> It Happened Tomorrow --[has_genre]--> Fantasy
Path (Raw):       It Happened Tomorrow --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> It Happened Tomorrow --[has_genre]--> Fantasy
Neg LogProb(↓):   0.816501
Path Entropy(↓):  1.795198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film the interview
Start Entity:     The Interview
Gold Answer:      [['Craig Monahan', 'Alison Nisselle', 'Evan Goldberg', 'Seth Rogen']]
Predicted Ans:    Evan Goldberg
Predicted Path:   The Interview --[directed_by]--> Evan Goldberg --[(INV) directed_by]--> The Interview --[written_by]--> Evan Goldberg
Path (Raw):       The Interview --[directed_by]--> Evan Goldberg --[(INV) directed_by]--> The Interview --[written_by]--> Evan Goldberg
Neg LogProb(↓):   0.446680
Path Entropy(↓):  1.041055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the illustrated man
Start Entity:     The Illustrated Man
Gold Answer:      [['Robert Wise', 'George Cukor', 'Jan de Bont', 'Cecil B. DeMille', 'Mars Callahan', 'Jeremy Kagan', 'Delmer Daves', 'Anthony Quinn', 'Carol Reed', 'Henry Jaglom', 'Henry Hathaway', 'Otto Preminger', 'Jack Smight', 'Ken Annakin', 'Martin Ritt', 'Bryan Forbes', 'Samuel Fuller', 'Richard Wilson', 'Sidney Lumet', 'John Flynn', 'John Farrow', 'Anthony B. Richmond', 'Tony Richardson', 'Norman Jewison', 'Ralph Nelson', 'Elia Kazan', 'Arthur Hiller']]
Predicted Ans:    Bryan Forbes
Predicted Path:   The Illustrated Man --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Path (Raw):       The Illustrated Man --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Neg LogProb(↓):   0.547759
Path Entropy(↓):  1.084918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by thandie newton in
Start Entity:     Thandie Newton
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Thandie Newton --[(INV) starred_actors]--> Norbit --[has_genre]--> Comedy
Path (Raw):       Thandie Newton --[No Operation]--> Thandie Newton --[(INV) starred_actors]--> Norbit --[has_genre]--> Comedy
Neg LogProb(↓):   0.050817
Path Entropy(↓):  0.209826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the trading places director
Start Entity:     Trading Places
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Trading Places --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[in_language]--> English
Path (Raw):       Trading Places --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[in_language]--> English
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in getting away with murder
Start Entity:     Getting Away with Murder
Gold Answer:      [['Bonnie Hunt', 'Lily Tomlin', 'Dan Aykroyd', 'Jack Lemmon']]
Predicted Ans:    Steve Guttenberg
Predicted Path:   Getting Away with Murder --[written_by]--> Harvey Miller --[(INV) written_by]--> Bad Medicine --[starred_actors]--> Steve Guttenberg
Path (Raw):       Getting Away with Murder --[written_by]--> Harvey Miller --[(INV) written_by]--> Bad Medicine --[starred_actors]--> Steve Guttenberg
Neg LogProb(↓):   0.796937
Path Entropy(↓):  0.772174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films directed by robert d. webb
Start Entity:     Robert D. Webb
Gold Answer:      [['Western', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Robert D. Webb --[(INV) directed_by]--> Beneath the 12-Mile Reef --[has_genre]--> Adventure
Path (Raw):       Robert D. Webb --[No Operation]--> Robert D. Webb --[(INV) directed_by]--> Beneath the 12-Mile Reef --[has_genre]--> Adventure
Neg LogProb(↓):   0.054845
Path Entropy(↓):  0.208315
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film charlie's country were in which languages
Start Entity:     Charlie's Country
Gold Answer:      [['Aboriginal']]
Predicted Ans:    Aboriginal
Predicted Path:   Charlie's Country --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[in_language]--> Aboriginal
Path (Raw):       Charlie's Country --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[in_language]--> Aboriginal
Neg LogProb(↓):   0.000723
Path Entropy(↓):  0.006238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of armless
Start Entity:     Armless
Gold Answer:      [['Lisa Picard Is Famous']]
Predicted Ans:    Armless
Predicted Path:   Armless --[starred_actors]--> Matt Walton --[(INV) starred_actors]--> Armless
Path (Raw):       Armless --[starred_actors]--> Matt Walton --[No Operation]--> Matt Walton --[(INV) starred_actors]--> Armless
Neg LogProb(↓):   0.000594
Path Entropy(↓):  0.005005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of bus stop
Start Entity:     Bus Stop
Gold Answer:      [['William Inge']]
Predicted Ans:    William Inge
Predicted Path:   Bus Stop --[written_by]--> William Inge --[(INV) written_by]--> Splendor in the Grass --[written_by]--> William Inge
Path (Raw):       Bus Stop --[written_by]--> William Inge --[(INV) written_by]--> Splendor in the Grass --[written_by]--> William Inge
Neg LogProb(↓):   0.688483
Path Entropy(↓):  1.209867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with tina gordon chism
Start Entity:     Tina Gordon Chism
Gold Answer:      [['Shawn Schepps']]
Predicted Ans:    Tina Gordon Chism
Predicted Path:   Tina Gordon Chism --[(INV) written_by]--> Drumline --[written_by]--> Tina Gordon Chism
Path (Raw):       Tina Gordon Chism --[No Operation]--> Tina Gordon Chism --[(INV) written_by]--> Drumline --[written_by]--> Tina Gordon Chism
Neg LogProb(↓):   0.044499
Path Entropy(↓):  0.201816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with santa sangre fall under
Start Entity:     Santa Sangre
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Santa Sangre --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[has_genre]--> Drama
Path (Raw):       Santa Sangre --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[has_genre]--> Drama
Neg LogProb(↓):   0.024719
Path Entropy(↓):  0.116254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with waiting for happiness in
Start Entity:     Waiting for Happiness
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Waiting for Happiness --[directed_by]--> Abderrahmane Sissako --[(INV) directed_by]--> Timbuktu --[in_language]--> French
Path (Raw):       Waiting for Happiness --[directed_by]--> Abderrahmane Sissako --[(INV) directed_by]--> Timbuktu --[in_language]--> French
Neg LogProb(↓):   0.004412
Path Entropy(↓):  0.033115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by john sweet
Start Entity:     John Sweet
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   John Sweet --[(INV) starred_actors]--> A Canterbury Tale --[release_year]--> 1944
Path (Raw):       John Sweet --[No Operation]--> John Sweet --[(INV) starred_actors]--> A Canterbury Tale --[release_year]--> 1944
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with david howard
Start Entity:     David Howard
Gold Answer:      [['Robert Gordon']]
Predicted Ans:    Robert Gordon
Predicted Path:   David Howard --[(INV) written_by]--> Galaxy Quest --[written_by]--> Robert Gordon
Path (Raw):       David Howard --[No Operation]--> David Howard --[(INV) written_by]--> Galaxy Quest --[written_by]--> Robert Gordon
Neg LogProb(↓):   0.000582
Path Entropy(↓):  0.004914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by matt aselton were written by who
Start Entity:     Matt Aselton
Gold Answer:      [['Adam Nagata']]
Predicted Ans:    Adam Nagata
Predicted Path:   Matt Aselton --[(INV) directed_by]--> Gigantic --[written_by]--> Adam Nagata
Path (Raw):       Matt Aselton --[No Operation]--> Matt Aselton --[(INV) directed_by]--> Gigantic --[written_by]--> Adam Nagata
Neg LogProb(↓):   0.321385
Path Entropy(↓):  0.676839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by operation mad ball writers release
Start Entity:     Operation Mad Ball
Gold Answer:      [['1970', '1954', '1993', '2006', '1979', '1977', '1968', '1963', '1982', '1983', '1971', '1989', '1942', '1981', '1955', '1962', '1988', '1964', '1991', '1965', '1986']]
Predicted Ans:    1983
Predicted Path:   Operation Mad Ball --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[release_year]--> 1983
Path (Raw):       Operation Mad Ball --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[release_year]--> 1983
Neg LogProb(↓):   2.121561
Path Entropy(↓):  3.069533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of from the terrace
Start Entity:     From the Terrace
Gold Answer:      [['1963', '1949', '1954', '1957', '1951', '1965', '1967', '1945', '1974', '1955', '1958', '1956', '1943']]
Predicted Ans:    1963
Predicted Path:   From the Terrace --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Prize --[release_year]--> 1963
Path (Raw):       From the Terrace --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Prize --[release_year]--> 1963
Neg LogProb(↓):   1.217602
Path Entropy(↓):  2.126432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in lovers of the arctic circle
Start Entity:     Lovers of the Arctic Circle
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Bad Education --[has_genre]--> Drama
Path (Raw):       Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Bad Education --[has_genre]--> Drama
Neg LogProb(↓):   0.024908
Path Entropy(↓):  0.141335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in company business
Start Entity:     Company Business
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '1985', '1967', '1974', '1977', '2007', '1998', '2010', '2004', '1973', '1994', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '1981', '2012', '1986', '2013', '1962', '1988', '1978', '2000', '1997', '1975', '1950', '1991', '1987', '1969']]
Predicted Ans:    1988
Predicted Path:   Company Business --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Mississippi Burning --[release_year]--> 1988
Path (Raw):       Company Business --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Mississippi Burning --[release_year]--> 1988
Neg LogProb(↓):   1.909851
Path Entropy(↓):  2.877624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of vanessa martinez starred movies
Start Entity:     Vanessa Martinez
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Vanessa Martinez --[(INV) starred_actors]--> Limbo --[release_year]--> 1999
Path (Raw):       Vanessa Martinez --[No Operation]--> Vanessa Martinez --[(INV) starred_actors]--> Limbo --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
This is my father is a film written by this person
Start Entity:     This Is My Father
Gold Answer:      [['Paul Quinn']]
Predicted Ans:    Paul Quinn
Predicted Path:   This Is My Father --[written_by]--> Paul Quinn --[(INV) written_by]--> This Is My Father --[written_by]--> Paul Quinn
Path (Raw):       This Is My Father --[written_by]--> Paul Quinn --[(INV) written_by]--> This Is My Father --[written_by]--> Paul Quinn
Neg LogProb(↓):   0.002032
Path Entropy(↓):  0.014614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by drugstore cowboy actors
Start Entity:     Drugstore Cowboy
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Drugstore Cowboy --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Path (Raw):       Drugstore Cowboy --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Neg LogProb(↓):   0.000104
Path Entropy(↓):  0.001100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the hunter also wrote which films
Start Entity:     The Hunter
Gold Answer:      [['Sleeping Beauty']]
Predicted Ans:    Sleeping Beauty
Predicted Path:   The Hunter --[written_by]--> Julia Leigh --[(INV) written_by]--> Sleeping Beauty
Path (Raw):       The Hunter --[written_by]--> Julia Leigh --[(INV) written_by]--> Sleeping Beauty --[No Operation]--> Sleeping Beauty
Neg LogProb(↓):   0.113667
Path Entropy(↓):  0.425176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie extreme justice were released in which years
Start Entity:     Extreme Justice
Gold Answer:      [['1983', '1998', '1988', '1970', '2000', '2001', '1990', '2003', '2005', '1989', '1991', '1982', '1996', '1985', '1999', '1994', '1987', '2007']]
Predicted Ans:    1990
Predicted Path:   Extreme Justice --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[release_year]--> 1990
Path (Raw):       Extreme Justice --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[release_year]--> 1990
Neg LogProb(↓):   0.141895
Path Entropy(↓):  0.531678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the love streams director
Start Entity:     Love Streams
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Love Streams --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       Love Streams --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   1.024897
Path Entropy(↓):  1.809786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for macarthur
Start Entity:     MacArthur
Gold Answer:      [['Joseph Sargent']]
Predicted Ans:    Joseph Sargent
Predicted Path:   MacArthur --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> MacArthur --[directed_by]--> Joseph Sargent
Path (Raw):       MacArthur --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> MacArthur --[directed_by]--> Joseph Sargent
Neg LogProb(↓):   0.371160
Path Entropy(↓):  0.767898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in drowning mona
Start Entity:     Drowning Mona
Gold Answer:      [['Danny DeVito']]
Predicted Ans:    Gregory Peck
Predicted Path:   Drowning Mona --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Other People's Money --[starred_actors]--> Gregory Peck
Path (Raw):       Drowning Mona --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Other People's Money --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.275219
Path Entropy(↓):  0.991271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed two bits
Start Entity:     Two Bits
Gold Answer:      [['James Foley']]
Predicted Ans:    James Foley
Predicted Path:   Two Bits --[directed_by]--> James Foley --[(INV) directed_by]--> The Chamber --[directed_by]--> James Foley
Path (Raw):       Two Bits --[directed_by]--> James Foley --[(INV) directed_by]--> The Chamber --[directed_by]--> James Foley
Neg LogProb(↓):   0.180120
Path Entropy(↓):  0.463129
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in our blushing brides
Start Entity:     Our Blushing Brides
Gold Answer:      [['Seton I. Miller', 'Martin Flavin', 'Frederick Lonsdale', 'Joseph Farnham', 'William H. Macy', 'Dariel Telfer', 'Donald Ogden Stewart', 'Tod Browning', 'Philip Yordan', 'Ferenc Molnár', 'James M. Cain', 'Henry F. Greenberg', 'Anita Loos', 'Robert Bloch', 'Silvia Richards', 'Ben Hecht', 'Charles MacArthur', 'Rita Weiman', 'Michael Gottlieb', 'Thomas B. Allen', 'Frances Marion', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Harry Segall', 'Clifford Odets', 'Roy Chanslor', 'Bernard Girard', 'Ursula Curtiss', 'Edward Rugoff', 'William P. McGivern', 'Jack Jevne', 'Hall Bartlett', 'John Michael Hayes', 'Ted Shane', 'Dorothy B. Hughes', 'George Kelly', 'David Hertz', 'Elizabeth Janeway', 'James Hilton', 'Joseph L. Mankiewicz', 'Lukas Heller', 'Henry Farrell', 'Rachel Crothers', 'A. Carter Goodloe', 'Zachary Gold', 'Peter Bryan', 'Jan Lustig', 'Jean Rouverol', 'Sidney Buchman', 'Ingmar Bergman', 'Ranald MacDougall', 'Lucien Hubbard', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'Ben Ames Williams', 'Francis de Croisset', 'Bayard Veiller', 'Nicholas Monsarrat', 'William L. White', 'Fannie Hurst', 'Mauri Grashin', 'Edgar Selwyn', 'Raymond Chandler', 'Helen MacInnes', 'Edna L. Lee', 'Mildred Cram', 'John Gilling', 'Aben Kandel', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'Ainsworth Morgan', 'Jerry Paris', 'Edward Barry Roberts', 'James Warner Bellah', 'Hugo Butler', 'S.K. Lauren', 'Robert Wilder', 'James Gunn', 'Richard Sale', 'Lawrence Hazard', 'George Worthing Yates', 'Charles Kaufman']]
Predicted Ans:    James M. Cain
Predicted Path:   Our Blushing Brides --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> James M. Cain
Path (Raw):       Our Blushing Brides --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> James M. Cain
Neg LogProb(↓):   1.595403
Path Entropy(↓):  2.609345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the virgin suicides actors release
Start Entity:     The Virgin Suicides
Gold Answer:      [['2003', '1992', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1943', '1983', '1995', '1972', '2001', '1989', '1996', '2002', '1981', '2012', '2011', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1972
Predicted Path:   The Virgin Suicides --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       The Virgin Suicides --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.519936
Path Entropy(↓):  1.581997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director david dhawan
Start Entity:     David Dhawan
Gold Answer:      [['Akshay Kumar', 'Priyanka Chopra', 'Salman Khan', 'Amrish Puri']]
Predicted Ans:    Priyanka Chopra
Predicted Path:   David Dhawan --[(INV) directed_by]--> Mujhse Shaadi Karogi --[starred_actors]--> Priyanka Chopra
Path (Raw):       David Dhawan --[No Operation]--> David Dhawan --[(INV) directed_by]--> Mujhse Shaadi Karogi --[starred_actors]--> Priyanka Chopra
Neg LogProb(↓):   0.220640
Path Entropy(↓):  0.543333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the humpday director
Start Entity:     Humpday
Gold Answer:      [['Andrea Seigel', 'Lynn Shelton']]
Predicted Ans:    Lynn Shelton
Predicted Path:   Humpday --[directed_by]--> Lynn Shelton --[(INV) directed_by]--> Your Sister's Sister --[written_by]--> Lynn Shelton
Path (Raw):       Humpday --[directed_by]--> Lynn Shelton --[(INV) directed_by]--> Your Sister's Sister --[written_by]--> Lynn Shelton
Neg LogProb(↓):   0.687873
Path Entropy(↓):  0.977812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the adventures of baron munchausen written by
Start Entity:     The Adventures of Baron Munchausen
Gold Answer:      [['Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   The Adventures of Baron Munchausen --[written_by]--> Terry Gilliam --[(INV) written_by]--> Tideland --[written_by]--> Terry Gilliam
Path (Raw):       The Adventures of Baron Munchausen --[written_by]--> Terry Gilliam --[(INV) written_by]--> Tideland --[written_by]--> Terry Gilliam
Neg LogProb(↓):   0.606067
Path Entropy(↓):  1.238335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of rainn wilson acted films
Start Entity:     Rainn Wilson
Gold Answer:      [['James Gunn', 'Spencer Susser', 'Wallace Wolodarsky', 'Maya Forbes', 'Ryan Jaffe', 'David Michôd', 'Brian Charles Frank']]
Predicted Ans:    James Gunn
Predicted Path:   Rainn Wilson --[(INV) starred_actors]--> Super --[written_by]--> James Gunn
Path (Raw):       Rainn Wilson --[No Operation]--> Rainn Wilson --[(INV) starred_actors]--> Super --[written_by]--> James Gunn
Neg LogProb(↓):   0.012101
Path Entropy(↓):  0.075878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the green slime
Start Entity:     The Green Slime
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Green Slime --[written_by]--> Ivan Reiner --[(INV) written_by]--> Wild, Wild Planet --[in_language]--> Italian
Path (Raw):       The Green Slime --[written_by]--> Ivan Reiner --[(INV) written_by]--> Wild, Wild Planet --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film surviving the game released
Start Entity:     Surviving the Game
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Surviving the Game --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Path (Raw):       Surviving the Game --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Neg LogProb(↓):   3.113935
Path Entropy(↓):  4.428923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with playtime
Start Entity:     Playtime
Gold Answer:      [['Parade', 'The Illusionist', 'Trafic', 'Mon Oncle']]
Predicted Ans:    The Illusionist
Predicted Path:   Playtime --[written_by]--> Jacques Tati --[(INV) written_by]--> The Illusionist
Path (Raw):       Playtime --[written_by]--> Jacques Tati --[(INV) written_by]--> The Illusionist --[No Operation]--> The Illusionist
Neg LogProb(↓):   0.214123
Path Entropy(↓):  0.718826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by daniel olbrychski
Start Entity:     Daniel Olbrychski
Gold Answer:      [['Phillip Noyce']]
Predicted Ans:    Phillip Noyce
Predicted Path:   Daniel Olbrychski --[(INV) starred_actors]--> Salt --[directed_by]--> Phillip Noyce
Path (Raw):       Daniel Olbrychski --[No Operation]--> Daniel Olbrychski --[(INV) starred_actors]--> Salt --[directed_by]--> Phillip Noyce
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the butcher's wife actors release
Start Entity:     The Butcher's Wife
Gold Answer:      [['1992', '1993', '2006', '1985', '1984', '2007', '1939', '2009', '1982', '1973', '1994', '1956', '1995', '1990', '1989', '1996', '1926', '1955', '2011', '2000', '1997', '1991', '1999', '1986']]
Predicted Ans:    1985
Predicted Path:   The Butcher's Wife --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[release_year]--> 1985
Path (Raw):       The Butcher's Wife --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[release_year]--> 1985
Neg LogProb(↓):   0.614229
Path Entropy(↓):  1.644401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did leslye headland write
Start Entity:     Leslye Headland
Gold Answer:      [['Sleeping with Other People', 'Bachelorette']]
Predicted Ans:    Bachelorette
Predicted Path:   Leslye Headland --[(INV) written_by]--> Bachelorette --[written_by]--> Leslye Headland --[(INV) written_by]--> Bachelorette
Path (Raw):       Leslye Headland --[(INV) written_by]--> Bachelorette --[written_by]--> Leslye Headland --[(INV) written_by]--> Bachelorette
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of susanna fogel directed films
Start Entity:     Susanna Fogel
Gold Answer:      [['Joni Lefkowitz']]
Predicted Ans:    Joni Lefkowitz
Predicted Path:   Susanna Fogel --[(INV) directed_by]--> Life Partners --[written_by]--> Joni Lefkowitz
Path (Raw):       Susanna Fogel --[No Operation]--> Susanna Fogel --[(INV) directed_by]--> Life Partners --[written_by]--> Joni Lefkowitz
Neg LogProb(↓):   0.035976
Path Entropy(↓):  0.166181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for safe men
Start Entity:     Safe Men
Gold Answer:      [['John Hamburg']]
Predicted Ans:    John Hamburg
Predicted Path:   Safe Men --[written_by]--> John Hamburg --[(INV) written_by]--> I Love You, Man --[written_by]--> John Hamburg
Path (Raw):       Safe Men --[written_by]--> John Hamburg --[(INV) written_by]--> I Love You, Man --[written_by]--> John Hamburg
Neg LogProb(↓):   0.013282
Path Entropy(↓):  0.077946
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the draughtsman's contract was written by who
Start Entity:     The Draughtsman's Contract
Gold Answer:      [['Peter Greenaway']]
Predicted Ans:    Peter Greenaway
Predicted Path:   The Draughtsman's Contract --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book --[written_by]--> Peter Greenaway
Path (Raw):       The Draughtsman's Contract --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book --[written_by]--> Peter Greenaway
Neg LogProb(↓):   0.587009
Path Entropy(↓):  1.257960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does chayanne star in
Start Entity:     Chayanne
Gold Answer:      [['Dance with Me']]
Predicted Ans:    Dance with Me
Predicted Path:   Chayanne --[(INV) starred_actors]--> Dance with Me --[starred_actors]--> Chayanne --[(INV) starred_actors]--> Dance with Me
Path (Raw):       Chayanne --[(INV) starred_actors]--> Dance with Me --[starred_actors]--> Chayanne --[(INV) starred_actors]--> Dance with Me
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie pocketful of miracles
Start Entity:     Pocketful of Miracles
Gold Answer:      [['Edmund Goulding', 'John Cromwell', 'J. Lee Thompson', 'Fritz Lang', 'William Dieterle', 'Edward Dmytryk', 'Delmer Daves', 'John Huston', 'Rudolph Maté', 'David Greene', 'James Napier Robertson', 'Paul Henreid', 'Blake Edwards', 'Roy Ward Baker', 'Giulio Paradisi', 'Seth Holt', 'Thomas McCarthy', 'King Vidor', 'Robert Aldrich', 'Alfred E. Green', 'Jack Smight', 'George Marshall', 'Mark Robson', 'Vincent Sherman', 'Anthony Mann', 'Michael Curtiz', 'S. Sylvan Simon', 'Anatole Litvak', 'Budd Boetticher', 'Marcel Langenegger', 'Michael Gordon', 'Daniel Taradash', 'Jay Anania', 'Archie Mayo', 'Wesley Ruggles', 'Curtis Bernhardt', 'Lindsay Anderson', 'Vincente Minnelli', 'William Keighley', 'Roger Corman', 'Delbert Mann', 'Jean de Limur', 'Herman Shumlin', 'Robert Florey', 'William Wyler', 'Irving Rapper', 'Lloyd Bacon', 'Charles Vidor', 'Richard Brooks', 'David Butler', 'Joseph H. Lewis', 'Ralph Nelson', 'Phil Karlson', 'Joseph L. Mankiewicz', 'Stuart Heisler']]
Predicted Ans:    Vincent Sherman
Predicted Path:   Pocketful of Miracles --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Mr. Skeffington --[directed_by]--> Vincent Sherman
Path (Raw):       Pocketful of Miracles --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Mr. Skeffington --[directed_by]--> Vincent Sherman
Neg LogProb(↓):   1.428458
Path Entropy(↓):  2.361491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by gordon cotler
Start Entity:     Gordon Cotler
Gold Answer:      [['Stanley Donen']]
Predicted Ans:    Stanley Donen
Predicted Path:   Gordon Cotler --[(INV) written_by]--> Arabesque --[directed_by]--> Stanley Donen
Path (Raw):       Gordon Cotler --[No Operation]--> Gordon Cotler --[(INV) written_by]--> Arabesque --[directed_by]--> Stanley Donen
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by paul dano
Start Entity:     Paul Dano
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Paul Dano --[(INV) starred_actors]--> Being Flynn --[has_genre]--> Drama
Path (Raw):       Paul Dano --[No Operation]--> Paul Dano --[(INV) starred_actors]--> Being Flynn --[has_genre]--> Drama
Neg LogProb(↓):   0.455243
Path Entropy(↓):  1.037631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the contract were in which languages
Start Entity:     The Contract
Gold Answer:      [['Dutch', 'Japanese', 'English', 'Cree']]
Predicted Ans:    Dutch
Predicted Path:   The Contract --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[in_language]--> Dutch
Path (Raw):       The Contract --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[in_language]--> Dutch
Neg LogProb(↓):   0.201923
Path Entropy(↓):  0.641924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the pink panther 2 actors
Start Entity:     The Pink Panther 2
Gold Answer:      [['Family', 'Sport', 'Western', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Pink Panther 2 --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> The Big Blue --[has_genre]--> Drama
Path (Raw):       The Pink Panther 2 --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> The Big Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.694371
Path Entropy(↓):  1.229143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of something in the air were directed by who
Start Entity:     Something in the Air
Gold Answer:      [['Olivier Assayas']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Something in the Air --[written_by]--> Olivier Assayas --[(INV) written_by]--> Irma Vep --[directed_by]--> Olivier Assayas
Path (Raw):       Something in the Air --[written_by]--> Olivier Assayas --[(INV) written_by]--> Irma Vep --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.051169
Path Entropy(↓):  0.266255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie fort bliss
Start Entity:     Fort Bliss
Gold Answer:      [['1972', '2001', '2008', '2003', '2005', '2004', '1996', '2006', '1999', '2014', '2011', '2013', '2007']]
Predicted Ans:    2003
Predicted Path:   Fort Bliss --[starred_actors]--> Emmanuelle Chriqui --[(INV) starred_actors]--> Wrong Turn --[release_year]--> 2003
Path (Raw):       Fort Bliss --[starred_actors]--> Emmanuelle Chriqui --[(INV) starred_actors]--> Wrong Turn --[release_year]--> 2003
Neg LogProb(↓):   0.380106
Path Entropy(↓):  1.208194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of 4
Start Entity:     4
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   4 --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       4 --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.513796
Path Entropy(↓):  4.620653
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the lodger
Start Entity:     The Lodger
Gold Answer:      [['Horror', 'Mystery']]
Predicted Ans:    Mystery
Predicted Path:   The Lodger --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       The Lodger --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   2.516844
Path Entropy(↓):  1.923231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote hardcore
Start Entity:     Hardcore
Gold Answer:      [['Music', 'Sport', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Hardcore --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession --[has_genre]--> Thriller
Path (Raw):       Hardcore --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession --[has_genre]--> Thriller
Neg LogProb(↓):   0.590843
Path Entropy(↓):  1.277800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of frenchman's creek starred who
Start Entity:     Frenchman's Creek
Gold Answer:      [['Ray Milland', 'Marlene Dietrich', 'Edward Arnold', 'Fred MacMurray', 'Gene Tierney', 'W.C. Fields', 'John Lund', 'Phyllis Thaxter', 'Jane Cowl', 'Mary Anderson', 'Barbara Stanwyck', 'Paulette Goddard', 'Francis Lederer', 'Murvyn Vye', 'Olivia de Havilland', 'Roland Culver', 'Carole Lombard', 'Claudette Colbert', 'John Barrymore', 'Don Ameche', 'Thelma Ritter', 'Luis Alberni', 'Miriam Hopkins', 'Reginald Owen', 'Clark Gable', 'Charles Boyer', 'Patric Knowles', 'Jean Arthur', 'Victor Francen']]
Predicted Ans:    Fred MacMurray
Predicted Path:   Frenchman's Creek --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[starred_actors]--> Fred MacMurray
Path (Raw):       Frenchman's Creek --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[starred_actors]--> Fred MacMurray
Neg LogProb(↓):   1.323095
Path Entropy(↓):  1.724897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in day for night
Start Entity:     Day for Night
Gold Answer:      [['1968', '1978', '1975', '2001', '1989', '1973', '2012', '1984', '1977']]
Predicted Ans:    2001
Predicted Path:   Day for Night --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Sleepy Time Gal --[release_year]--> 2001
Path (Raw):       Day for Night --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Sleepy Time Gal --[release_year]--> 2001
Neg LogProb(↓):   0.850101
Path Entropy(↓):  1.502028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by octane actors
Start Entity:     Octane
Gold Answer:      [['French', 'English', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Octane --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Octane --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.405454
Path Entropy(↓):  0.637668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film excision
Start Entity:     Excision
Gold Answer:      [['Jim Wynorski', 'Mark Hanna', 'Charles B. Griffith']]
Predicted Ans:    Mark Hanna
Predicted Path:   Excision --[starred_actors]--> Traci Lords --[(INV) starred_actors]--> Not of This Earth --[written_by]--> Mark Hanna
Path (Raw):       Excision --[starred_actors]--> Traci Lords --[(INV) starred_actors]--> Not of This Earth --[written_by]--> Mark Hanna
Neg LogProb(↓):   0.692776
Path Entropy(↓):  1.045953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the wild
Start Entity:     The Wild
Gold Answer:      [['Rob Walker', 'Alexandre Aja', 'William Dieterle', 'Franco Amurri', 'Stephen Herek', 'Geoff Murphy', 'Matthew Bright', 'Paul Marcus', 'Paul Schibli', 'Michael Hoffman', 'Peter Bogdanovich', 'Alex Proyas', 'Gregg Champion', 'Ernest Thompson', 'George Sluizer', 'Clark Johnson', 'Kiefer Sutherland', 'Gus Van Sant', 'Joel Schumacher', 'Stefan Ruzowitzky', 'Michael Winner', 'Christopher Cain', 'Howard Deutch', 'John Hay', 'Richard Lester', 'David L. Cunningham', 'Vincent Ward', 'James Bridges']]
Predicted Ans:    Richard Lester
Predicted Path:   The Wild --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Path (Raw):       The Wild --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.481031
Path Entropy(↓):  1.426298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film fat city were in which genres
Start Entity:     Fat City
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Fat City --[directed_by]--> John Huston --[(INV) directed_by]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       Fat City --[directed_by]--> John Huston --[(INV) directed_by]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.828367
Path Entropy(↓):  1.236255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of neighbors
Start Entity:     Neighbors
Gold Answer:      [['The Arrow', 'Ghostbusters', 'The Goat', 'Raging Bull', 'Dragnet', 'Loose Cannons', 'This Is the End', 'The Bell Boy', 'Pineapple Express', 'My Fellow Americans', 'Yogi Bear', 'The Love Nest', 'The Blacksmith', 'Antz', 'Convict 13', 'Doughboys', 'The Great Outdoors', "Goin' South", 'My Stepmother Is an Alien', 'The Goddess of 1967', 'Observe and Report', 'Seven Chances', 'Blues Brothers 2000', 'Limelight', 'Soapdish', 'Trading Places', 'Insidious', '1941', 'The Rage in Placid Lake', 'Monsters vs. Aliens', 'Wicker Park', 'What! No Beer?', 'Casper', 'Funny People', 'The Frozen North', 'Exit to Eden', 'Prince of Central Park', 'The General', 'Getting Away with Murder', "My Wife's Relations", 'Take This Waltz', 'Sunshine', '50/50', 'Knocked Up', 'The Guilt Trip', 'Matinee', 'My Girl', 'The Green Hornet', 'The Scarecrow', 'Spies Like Us', 'I Give It a Year', 'Adam', 'The Tender Hook', 'Spite Marriage', 'The Blues Brothers', 'White of the Eye', 'Diamonds', 'The Couch Trip', 'Coneheads', 'The Interview', 'Get Him to the Greek', 'Continental Divide', 'Cops', 'My Girl 2', 'The Garage', 'Grosse Pointe Blank', 'Sgt. Bilko', 'Kung Fu Panda Holiday', 'The Haunted House', 'The Electric House', 'Gloria', 'A Funny Thing Happened on the Way to the Forum', 'Doctor Detroit', 'The Balloonatic', 'The Cameraman', 'It Came from Hollywood', 'Zack and Miri Make a Porno', 'Celtic Pride', 'The Paleface']]
Predicted Ans:    Neighbors
Predicted Path:   Neighbors --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors
Path (Raw):       Neighbors --[starred_actors]--> Rose Byrne --[No Operation]--> Rose Byrne --[(INV) starred_actors]--> Neighbors
Neg LogProb(↓):   0.055248
Path Entropy(↓):  0.275917
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of goran ragnerstam
Start Entity:     Göran Ragnerstam
Gold Answer:      [['Fares Fares', 'Sissela Kyle', 'Torkel Petersson']]
Predicted Ans:    Fares Fares
Predicted Path:   Göran Ragnerstam --[(INV) starred_actors]--> Kopps --[starred_actors]--> Fares Fares
Path (Raw):       Göran Ragnerstam --[No Operation]--> Göran Ragnerstam --[(INV) starred_actors]--> Kopps --[starred_actors]--> Fares Fares
Neg LogProb(↓):   0.072431
Path Entropy(↓):  0.284567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with william m. conselman
Start Entity:     William M. Conselman
Gold Answer:      [['Harry Tugend', 'Nat Perrin', 'Jack Yellen', 'Samuel G. Engel', 'Arthur Sheekman']]
Predicted Ans:    William M. Conselman
Predicted Path:   William M. Conselman --[(INV) written_by]--> Stowaway --[written_by]--> William M. Conselman
Path (Raw):       William M. Conselman --[No Operation]--> William M. Conselman --[(INV) written_by]--> Stowaway --[written_by]--> William M. Conselman
Neg LogProb(↓):   0.482049
Path Entropy(↓):  0.925245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in the l - shaped room
Start Entity:     The L-Shaped Room
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The L-Shaped Room --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> Daddy Long Legs --[in_language]--> French
Path (Raw):       The L-Shaped Room --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> Daddy Long Legs --[in_language]--> French
Neg LogProb(↓):   0.862956
Path Entropy(↓):  0.690306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by tom bissell
Start Entity:     Tom Bissell
Gold Answer:      [['Bidzina Gujabidze', 'Hani Furstenberg']]
Predicted Ans:    Bidzina Gujabidze
Predicted Path:   Tom Bissell --[(INV) written_by]--> The Loneliest Planet --[starred_actors]--> Bidzina Gujabidze
Path (Raw):       Tom Bissell --[No Operation]--> Tom Bissell --[(INV) written_by]--> The Loneliest Planet --[starred_actors]--> Bidzina Gujabidze
Neg LogProb(↓):   0.000692
Path Entropy(↓):  0.005722
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by james mccausland
Start Entity:     James McCausland
Gold Answer:      [['George Miller']]
Predicted Ans:    George Miller
Predicted Path:   James McCausland --[(INV) written_by]--> Mad Max --[directed_by]--> George Miller
Path (Raw):       James McCausland --[No Operation]--> James McCausland --[(INV) written_by]--> Mad Max --[directed_by]--> George Miller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by taika waititi were released in which years
Start Entity:     Taika Waititi
Gold Answer:      [['2014', '2009', '2010']]
Predicted Ans:    2014
Predicted Path:   Taika Waititi --[(INV) starred_actors]--> What We Do in the Shadows --[release_year]--> 2014
Path (Raw):       Taika Waititi --[No Operation]--> Taika Waititi --[(INV) starred_actors]--> What We Do in the Shadows --[release_year]--> 2014
Neg LogProb(↓):   0.000231
Path Entropy(↓):  0.002164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of wanda nevada
Start Entity:     Wanda Nevada
Gold Answer:      [['Verna Bloom', 'Warren Oates', 'Peter Fonda']]
Predicted Ans:    Warren Oates
Predicted Path:   Wanda Nevada --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand --[starred_actors]--> Warren Oates
Path (Raw):       Wanda Nevada --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand --[starred_actors]--> Warren Oates
Neg LogProb(↓):   0.224413
Path Entropy(↓):  0.503473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does lorenzo quinteros star in
Start Entity:     Lorenzo Quinteros
Gold Answer:      [['Man Facing Southeast']]
Predicted Ans:    Man Facing Southeast
Predicted Path:   Lorenzo Quinteros --[(INV) starred_actors]--> Man Facing Southeast --[starred_actors]--> Hugo Soto --[(INV) starred_actors]--> Man Facing Southeast
Path (Raw):       Lorenzo Quinteros --[(INV) starred_actors]--> Man Facing Southeast --[starred_actors]--> Hugo Soto --[(INV) starred_actors]--> Man Facing Southeast
Neg LogProb(↓):   0.000084
Path Entropy(↓):  0.000873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie city of hope were in which genres
Start Entity:     City of Hope
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   City of Hope --[starred_actors]--> Chris Cooper --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Path (Raw):       City of Hope --[starred_actors]--> Chris Cooper --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Neg LogProb(↓):   0.186890
Path Entropy(↓):  0.679932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of dead man
Start Entity:     Dead Man
Gold Answer:      [['Jim Jarmusch']]
Predicted Ans:    Jim Jarmusch
Predicted Path:   Dead Man --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Broken Flowers --[written_by]--> Jim Jarmusch
Path (Raw):       Dead Man --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Broken Flowers --[written_by]--> Jim Jarmusch
Neg LogProb(↓):   0.391840
Path Entropy(↓):  0.857822
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by don jakoby
Start Entity:     Don Jakoby
Gold Answer:      [['Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Don Jakoby --[(INV) written_by]--> Evolution --[has_genre]--> Comedy
Path (Raw):       Don Jakoby --[No Operation]--> Don Jakoby --[(INV) written_by]--> Evolution --[has_genre]--> Comedy
Neg LogProb(↓):   0.870329
Path Entropy(↓):  0.686225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by richard lagravenese
Start Entity:     Richard LaGravenese
Gold Answer:      [['Diane Keaton', 'Francis Lawrence', 'Terry Gilliam', 'Steven Soderbergh', 'Clint Eastwood', 'Bill Eagles', 'Barbra Streisand']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Path (Raw):       Richard LaGravenese --[No Operation]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Neg LogProb(↓):   0.040501
Path Entropy(↓):  0.200401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by justin kirk
Start Entity:     Justin Kirk
Gold Answer:      [['Jeff Lipsky']]
Predicted Ans:    Jeff Lipsky
Predicted Path:   Justin Kirk --[(INV) starred_actors]--> Flannel Pajamas --[directed_by]--> Jeff Lipsky
Path (Raw):       Justin Kirk --[No Operation]--> Justin Kirk --[(INV) starred_actors]--> Flannel Pajamas --[directed_by]--> Jeff Lipsky
Neg LogProb(↓):   0.373334
Path Entropy(↓):  0.620347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film look back in anger
Start Entity:     Look Back in Anger
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Look Back in Anger --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Look Back in Anger --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   2.398362
Path Entropy(↓):  3.883342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by joshua logan
Start Entity:     Joshua Logan
Gold Answer:      [['1957', '1960', '1961', '1967', '1932', '1969', '1955', '1958', '1956']]
Predicted Ans:    1955
Predicted Path:   Joshua Logan --[(INV) directed_by]--> Picnic --[release_year]--> 1955
Path (Raw):       Joshua Logan --[No Operation]--> Joshua Logan --[(INV) directed_by]--> Picnic --[release_year]--> 1955
Neg LogProb(↓):   0.585593
Path Entropy(↓):  1.511037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed days of wine and roses
Start Entity:     Days of Wine and Roses
Gold Answer:      [['Blake Edwards']]
Predicted Ans:    Blake Edwards
Predicted Path:   Days of Wine and Roses --[directed_by]--> Blake Edwards --[(INV) directed_by]--> S.O.B. --[directed_by]--> Blake Edwards
Path (Raw):       Days of Wine and Roses --[directed_by]--> Blake Edwards --[(INV) directed_by]--> S.O.B. --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.193033
Path Entropy(↓):  0.575876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the sunset limited were in which genres
Start Entity:     The Sunset Limited
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   The Sunset Limited --[directed_by]--> Tommy Lee Jones --[(INV) directed_by]--> The Sunset Limited --[has_genre]--> Drama
Path (Raw):       The Sunset Limited --[directed_by]--> Tommy Lee Jones --[(INV) directed_by]--> The Sunset Limited --[has_genre]--> Drama
Neg LogProb(↓):   0.063162
Path Entropy(↓):  0.243873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in a smile like yours
Start Entity:     A Smile Like Yours
Gold Answer:      [['Robert Graysmith', 'Michael Gerbosi', 'Barbara Benedek', 'Garry Shandling', 'Josh Boone', 'Michael Arndt', 'Didier Van Cauwelaert', 'Ernest Lehman', 'Jeff Van Wie', 'Edward Burns', 'Jill Sprecher', 'John Kamps', 'Nicholas Sparks', 'Billy Wilder', 'James L. Brooks', 'Mark Andrus', 'David Koepp', 'Stacy Chariton', 'Samuel A. Taylor', 'Charles Baxter', 'Michael McCullers', 'Allison Pearson', 'Werner Herzog', 'Randall Wallace', 'Todd Burpo', 'Lynn Vincent', 'David Rayfiel']]
Predicted Ans:    Ernest Lehman
Predicted Path:   A Smile Like Yours --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Path (Raw):       A Smile Like Yours --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Neg LogProb(↓):   0.987840
Path Entropy(↓):  1.680027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in let me in
Start Entity:     Let Me In
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Let Me In --[starred_actors]--> Chloë Grace Moretz --[(INV) starred_actors]--> Clouds of Sils Maria --[in_language]--> French
Path (Raw):       Let Me In --[starred_actors]--> Chloë Grace Moretz --[(INV) starred_actors]--> Clouds of Sils Maria --[in_language]--> French
Neg LogProb(↓):   0.030793
Path Entropy(↓):  0.151668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by witness actors
Start Entity:     Witness
Gold Answer:      [['Philip Kaufman', 'Robert Souza', 'Barbara Benedek', 'Andrew W. Marlowe', 'Wayne Kramer', 'Kevin Wade', 'Ron Shelton', 'Jeffrey Boam', 'Ernest Lehman', 'Roman Polanski', 'Katrin Benedikt', 'Creighton Rothenberger', 'Billy Wilder', 'Brian Helgeland', 'Alistair MacLean', 'Orson Scott Card', 'Ehud Yonay', 'Scott Turow', 'Philip K. Dick', 'George Lucas', 'Lawrence Kasdan', 'Warren Adler', 'Roy Huggins', 'Tom Clancy', 'David Koepp', 'Peter De Vries', 'Jeff Nathanson', 'Paul Theroux', 'Bruce A. Evans', 'Raynold Gideon', 'Barry L. Levy', 'Joseph Finder', 'Michael Browning', 'Sylvester Stallone', 'Samuel A. Taylor', 'Gavin Hood', 'Julius J. Epstein', 'Jim Cash', 'Herman Shumlin', 'Graham Greene', 'Elmore Leonard', 'Kate Chopin', 'Tom Topor', 'Hampton Fancher', 'David Rayfiel', 'Joe Forte', 'Alan J. Pakula']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Witness --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Path (Raw):       Witness --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Neg LogProb(↓):   1.261208
Path Entropy(↓):  2.030318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by casper christensen in
Start Entity:     Casper Christensen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Casper Christensen --[(INV) written_by]--> Klown --[has_genre]--> Comedy
Path (Raw):       Casper Christensen --[No Operation]--> Casper Christensen --[(INV) written_by]--> Klown --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie desperate living
Start Entity:     Desperate Living
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Desperate Living --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Path (Raw):       Desperate Living --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Neg LogProb(↓):   2.373380
Path Entropy(↓):  3.719055
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie triumph of the spirit in a few words
Start Entity:     Triumph of the Spirit
Gold Answer:      [['holocaust']]
Predicted Ans:    holocaust
Predicted Path:   Triumph of the Spirit --[has_tags]--> holocaust --[(INV) has_tags]--> Genocide --[has_tags]--> holocaust
Path (Raw):       Triumph of the Spirit --[has_tags]--> holocaust --[(INV) has_tags]--> Genocide --[has_tags]--> holocaust
Neg LogProb(↓):   0.378230
Path Entropy(↓):  0.623795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of saint ralph
Start Entity:     Saint Ralph
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Saint Ralph --[directed_by]--> Michael McGowan --[(INV) directed_by]--> Saint Ralph --[has_genre]--> Drama
Path (Raw):       Saint Ralph --[directed_by]--> Michael McGowan --[(INV) directed_by]--> Saint Ralph --[has_genre]--> Drama
Neg LogProb(↓):   0.065735
Path Entropy(↓):  0.246667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did danny jacobs write the story for
Start Entity:     Danny Jacobs
Gold Answer:      [['Humboldt County']]
Predicted Ans:    Humboldt County
Predicted Path:   Danny Jacobs --[(INV) written_by]--> Humboldt County --[written_by]--> Danny Jacobs --[(INV) written_by]--> Humboldt County
Path (Raw):       Danny Jacobs --[(INV) written_by]--> Humboldt County --[written_by]--> Danny Jacobs --[(INV) written_by]--> Humboldt County
Neg LogProb(↓):   0.295197
Path Entropy(↓):  0.568420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film crouching tiger, hidden dragon
Start Entity:     Crouching Tiger, Hidden Dragon
Gold Answer:      [['1993', '2010', '1999', '1994', '2011', '2007']]
Predicted Ans:    1999
Predicted Path:   Crouching Tiger, Hidden Dragon --[starred_actors]--> Michelle Yeoh --[(INV) starred_actors]--> Sunshine --[release_year]--> 1999
Path (Raw):       Crouching Tiger, Hidden Dragon --[starred_actors]--> Michelle Yeoh --[(INV) starred_actors]--> Sunshine --[release_year]--> 1999
Neg LogProb(↓):   0.968750
Path Entropy(↓):  1.498307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by sean baker release
Start Entity:     Sean Baker
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Sean Baker --[(INV) directed_by]--> Take Out --[release_year]--> 2004
Path (Raw):       Sean Baker --[No Operation]--> Sean Baker --[(INV) directed_by]--> Take Out --[release_year]--> 2004
Neg LogProb(↓):   0.000134
Path Entropy(↓):  0.001325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by wanderlust actors
Start Entity:     Wanderlust
Gold Answer:      [['Stephen Herek', 'Miguel Arteta', 'Rawson Marshall Thurber', 'Phil Morrison', 'Tiffanie DeBartolo', 'Nisha Ganatra', 'Stephen Belber', 'Brandon Camp', 'Josh Gordon', 'Will Speck', 'Daniel Barnz', 'James L. Brooks', 'Jeff Lowell', 'Peyton Reed', 'David Wain', 'Dennis Dugan', 'Mark Jones', 'Jay Roach', 'Mike Judge', 'Andy Tennant', 'Brad Bird', 'Amy Heckerling', 'Jesse Peretz', 'John Hamburg', 'Judd Apatow', 'Neil LaBute', 'Nicholas Hytner', 'Sean McGinly', 'Jason Bloom', 'Rob Reiner', 'David Gordon Green']]
Predicted Ans:    Rob Reiner
Predicted Path:   Wanderlust --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Path (Raw):       Wanderlust --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Neg LogProb(↓):   0.285083
Path Entropy(↓):  0.949802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of three monkeys
Start Entity:     Three Monkeys
Gold Answer:      [['Nuri Bilge Ceylan']]
Predicted Ans:    Nuri Bilge Ceylan
Predicted Path:   Three Monkeys --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Climates --[directed_by]--> Nuri Bilge Ceylan
Path (Raw):       Three Monkeys --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Climates --[directed_by]--> Nuri Bilge Ceylan
Neg LogProb(↓):   0.033757
Path Entropy(↓):  0.152803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie marked woman
Start Entity:     Marked Woman
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Marked Woman --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       Marked Woman --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   1.612548
Path Entropy(↓):  3.313375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the marksman
Start Entity:     The Marksman
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   The Marksman --[directed_by]--> Marcus Adams --[(INV) directed_by]--> The Marksman --[has_genre]--> Action
Path (Raw):       The Marksman --[directed_by]--> Marcus Adams --[(INV) directed_by]--> The Marksman --[has_genre]--> Action
Neg LogProb(↓):   0.005167
Path Entropy(↓):  0.033019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by joe ranft
Start Entity:     Joe Ranft
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joe Ranft --[(INV) directed_by]--> Cars --[has_genre]--> Comedy
Path (Raw):       Joe Ranft --[No Operation]--> Joe Ranft --[(INV) directed_by]--> Cars --[has_genre]--> Comedy
Neg LogProb(↓):   0.001639
Path Entropy(↓):  0.012497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film short cuts
Start Entity:     Short Cuts
Gold Answer:      [['los angeles', 'julianne moore', 'robert altman', 'altman', 'tom waits', 'ensemble cast']]
Predicted Ans:    robert altman
Predicted Path:   Short Cuts --[has_tags]--> robert altman --[(INV) has_tags]--> Nashville --[has_tags]--> robert altman
Path (Raw):       Short Cuts --[has_tags]--> robert altman --[(INV) has_tags]--> Nashville --[has_tags]--> robert altman
Neg LogProb(↓):   0.211745
Path Entropy(↓):  0.598314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of meatballs part ii
Start Entity:     Meatballs Part II
Gold Answer:      [['Return from Witch Mountain', 'Tuff Turf']]
Predicted Ans:    Return from Witch Mountain
Predicted Path:   Meatballs Part II --[starred_actors]--> Kim Richards --[(INV) starred_actors]--> Return from Witch Mountain
Path (Raw):       Meatballs Part II --[starred_actors]--> Kim Richards --[No Operation]--> Kim Richards --[(INV) starred_actors]--> Return from Witch Mountain
Neg LogProb(↓):   0.255745
Path Entropy(↓):  0.562197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of making plans for lena
Start Entity:     Making Plans for Lena
Gold Answer:      [['Christophe Honoré']]
Predicted Ans:    Christophe Honoré
Predicted Path:   Making Plans for Lena --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Love Songs --[directed_by]--> Christophe Honoré
Path (Raw):       Making Plans for Lena --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Love Songs --[directed_by]--> Christophe Honoré
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the method
Start Entity:     The Method
Gold Answer:      [['Cecilia Roth', 'Héctor Alterio', 'Ricardo Darín', 'Cecilia Dopazo', 'Leonardo Sbaraglia']]
Predicted Ans:    Eduard Fernández
Predicted Path:   The Method --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> The Method --[starred_actors]--> Eduard Fernández
Path (Raw):       The Method --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> The Method --[starred_actors]--> Eduard Fernández
Neg LogProb(↓):   0.125696
Path Entropy(↓):  0.493577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe film mystery men
Start Entity:     Mystery Men
Gold Answer:      [['comedy', 'william h. macy', 'superheroes', 'superhero']]
Predicted Ans:    superheroes
Predicted Path:   Mystery Men --[has_tags]--> superheroes --[(INV) has_tags]--> Watchmen --[has_tags]--> superheroes
Path (Raw):       Mystery Men --[has_tags]--> superheroes --[(INV) has_tags]--> Watchmen --[has_tags]--> superheroes
Neg LogProb(↓):   0.006605
Path Entropy(↓):  0.045878
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is midnight run
Start Entity:     Midnight Run
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Midnight Run --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Midnight Run --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.082670
Path Entropy(↓):  4.413725
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of carnosaur also starred in which films
Start Entity:     Carnosaur
Gold Answer:      [['Rambling Rose', 'All Night Long', 'Something Wicked This Way Comes', "Gracie's Choice", 'Daddy and Them', 'The Wild Angels']]
Predicted Ans:    Something Wicked This Way Comes
Predicted Path:   Carnosaur --[starred_actors]--> Diane Ladd --[(INV) starred_actors]--> Something Wicked This Way Comes
Path (Raw):       Carnosaur --[starred_actors]--> Diane Ladd --[No Operation]--> Diane Ladd --[(INV) starred_actors]--> Something Wicked This Way Comes
Neg LogProb(↓):   0.029558
Path Entropy(↓):  0.151088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film red canyon
Start Entity:     Red Canyon
Gold Answer:      [['2008', '2012', '2000', '1999']]
Predicted Ans:    1999
Predicted Path:   Red Canyon --[starred_actors]--> Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[release_year]--> 1999
Path (Raw):       Red Canyon --[starred_actors]--> Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[release_year]--> 1999
Neg LogProb(↓):   0.069976
Path Entropy(↓):  0.342077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film indiana jones and the kingdom of the crystal skull were released in which years
Start Entity:     Indiana Jones and the Kingdom of the Crystal Skull
Gold Answer:      [['1980', '1954', '2008', '2003', '1992', '1993', '1936', '2006', '1985', '2015', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '1947', '2014', '1994', '1914', '1995', '2001', '1990', '1989', '2002', '1981', '2012', '1922', '2011', '2013', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1999', '1986']]
Predicted Ans:    2001
Predicted Path:   Indiana Jones and the Kingdom of the Crystal Skull --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[release_year]--> 2001
Path (Raw):       Indiana Jones and the Kingdom of the Crystal Skull --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[release_year]--> 2001
Neg LogProb(↓):   0.923202
Path Entropy(↓):  1.987640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the wrong man director
Start Entity:     The Wrong Man
Gold Answer:      [['W. Somerset Maugham', 'Thornton Wilder', 'David Dodge', 'Arthur La Bern', 'Robert E. Sherwood', 'Patrick Hamilton', 'Angus MacPhail', 'Patricia Highsmith', 'Oliver Sandys', 'Joseph Jefferson Farjeon', 'Sally Benson', 'Hall Caine', 'Barré Lyndon', 'Marie Belloc Lowndes', 'David O. Selznick', 'George Tabori', 'Dorothy Parker', 'Ernest Lehman', 'Cornell Woolrich', 'John Steinbeck', 'François Truffaut', 'Peter Viertel', 'Jack Baran', 'Leon Uris', 'Frank Launder', 'Hume Cronyn', 'Selwyn Jepson', 'John Buchan', 'Lizzie Mickery', 'James Bridie', 'Ethel Lina White', 'Whitfield Cook', 'Robert Benchley', 'Jim McBride', 'Clemence Dane', 'David Ondaatje', 'Stephan Elliott', 'Paul Anthelme', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Anthony Shaffer', 'George Axelrod', 'Frederick Knott', 'Skip Woods', 'Samuel A. Taylor', 'Alec Coppel', 'Joseph Stefano', 'Joan Harrison', 'Charles Bennett', 'Daniel Petrie Jr.', 'John Michael Hayes', 'Gordon McDonell', 'Philip MacDonald', 'Sidney Gilliat', 'John Galsworthy', 'Alfred Hitchcock', 'Jay Presson Allen', 'Winston Graham', 'Jerome Sable', 'Victor Canning', 'Myra Lewis', 'Eden Phillpotts', 'Jack Trevor Story', 'David Ayer', 'Robert Bloch', 'Joseph Conrad', 'Ben Hecht', 'Alma Reville', 'Michael Hogan', 'Walter C. Mycroft', 'Brian Moore', 'Helen Simpson', 'Arthur Laurents', 'James Hilton', 'Evan Hunter']]
Predicted Ans:    Maxwell Anderson
Predicted Path:   The Wrong Man --[directed_by]--> Jim McBride --[(INV) directed_by]--> The Wrong Man --[written_by]--> Maxwell Anderson
Path (Raw):       The Wrong Man --[directed_by]--> Jim McBride --[(INV) directed_by]--> The Wrong Man --[written_by]--> Maxwell Anderson
Neg LogProb(↓):   1.205781
Path Entropy(↓):  0.864382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by thierry neuvic
Start Entity:     Thierry Neuvic
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Thierry Neuvic --[(INV) starred_actors]--> Hereafter --[has_genre]--> Fantasy
Path (Raw):       Thierry Neuvic --[No Operation]--> Thierry Neuvic --[(INV) starred_actors]--> Hereafter --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is elephant boy
Start Entity:     Elephant Boy
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Elephant Boy --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Elephant Boy --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.432203
Path Entropy(↓):  2.272393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of franco prosperi starred movies
Start Entity:     Franco Prosperi
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Franco Prosperi --[(INV) starred_actors]--> Goodbye Uncle Tom --[release_year]--> 1971
Path (Raw):       Franco Prosperi --[No Operation]--> Franco Prosperi --[(INV) starred_actors]--> Goodbye Uncle Tom --[release_year]--> 1971
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of black narcissus
Start Entity:     Black Narcissus
Gold Answer:      [['Irving Reis', 'Fred Zinnemann', 'Jarmo Lampela', 'Michael Anderson', 'Emeric Pressburger', 'Mark Rydell', 'Jean Renoir', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Black Narcissus --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Path (Raw):       Black Narcissus --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.416281
Path Entropy(↓):  1.257905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie slaughterhouse - five
Start Entity:     Slaughterhouse-Five
Gold Answer:      [['William Goldman', 'Donald E. Westlake', 'Robert Benton', 'L.H. Whittemore', 'Robert Klane', 'Steven Spielberg', 'Irving Ravetch']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Slaughterhouse-Five --[starred_actors]--> Michael Sacks --[(INV) starred_actors]--> The Sugarland Express --[written_by]--> Steven Spielberg
Path (Raw):       Slaughterhouse-Five --[starred_actors]--> Michael Sacks --[(INV) starred_actors]--> The Sugarland Express --[written_by]--> Steven Spielberg
Neg LogProb(↓):   0.848332
Path Entropy(↓):  0.713855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the forgiveness of blood director
Start Entity:     The Forgiveness of Blood
Gold Answer:      [['Joshua Marston']]
Predicted Ans:    Joshua Marston
Predicted Path:   The Forgiveness of Blood --[directed_by]--> Joshua Marston --[(INV) directed_by]--> The Forgiveness of Blood --[written_by]--> Joshua Marston
Path (Raw):       The Forgiveness of Blood --[directed_by]--> Joshua Marston --[(INV) directed_by]--> The Forgiveness of Blood --[written_by]--> Joshua Marston
Neg LogProb(↓):   0.036061
Path Entropy(↓):  0.156461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of you belong to me
Start Entity:     You Belong to Me
Gold Answer:      [['David Miller', 'Mervyn LeRoy', 'Edward Dmytryk', 'Stanley Kubrick', 'Wesley Ruggles', 'William Wyler', 'Otto Preminger', 'Mitchell Leisen', 'Robert Aldrich', 'Joseph Zito', 'Joseph Anthony', 'Joseph H. Lewis', 'Joseph Losey', 'John Berry', 'Dalton Trumbo', 'Michael Curtiz', 'Victor Fleming']]
Predicted Ans:    William Wyler
Predicted Path:   You Belong to Me --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday --[directed_by]--> William Wyler
Path (Raw):       You Belong to Me --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday --[directed_by]--> William Wyler
Neg LogProb(↓):   0.790674
Path Entropy(↓):  1.837622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in shanghai noon
Start Entity:     Shanghai Noon
Gold Answer:      [['French', 'Cantonese', 'English', 'Turkish', 'Mandarin', 'Chinese', 'Japanese', 'Italian', 'Korean', 'Spanish', 'German']]
Predicted Ans:    Cantonese
Predicted Path:   Shanghai Noon --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Path (Raw):       Shanghai Noon --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Neg LogProb(↓):   0.722346
Path Entropy(↓):  1.431493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by joan of arc writers
Start Entity:     Joan of Arc
Gold Answer:      [['Romance', 'Family', 'Music', 'Biography', 'Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Joan of Arc --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Path (Raw):       Joan of Arc --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Neg LogProb(↓):   0.041360
Path Entropy(↓):  0.197322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor marc price acted together with who
Start Entity:     Marc Price
Gold Answer:      [['Clarence Nash', 'June Foray', 'Tony Fields', 'Lisa Orgolini']]
Predicted Ans:    Lisa Orgolini
Predicted Path:   Marc Price --[(INV) starred_actors]--> Trick or Treat --[starred_actors]--> Lisa Orgolini
Path (Raw):       Marc Price --[No Operation]--> Marc Price --[(INV) starred_actors]--> Trick or Treat --[starred_actors]--> Lisa Orgolini
Neg LogProb(↓):   0.006727
Path Entropy(↓):  0.047208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie life and nothing but
Start Entity:     Life and Nothing But
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Life and Nothing But --[release_year]--> 1989 --[(INV) release_year]--> The Return of Swamp Thing --[release_year]--> 1989
Path (Raw):       Life and Nothing But --[release_year]--> 1989 --[(INV) release_year]--> The Return of Swamp Thing --[release_year]--> 1989
Neg LogProb(↓):   2.455122
Path Entropy(↓):  3.631975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by guy moshe released
Start Entity:     Guy Moshe
Gold Answer:      [['2006', '2010']]
Predicted Ans:    2010
Predicted Path:   Guy Moshe --[(INV) directed_by]--> Bunraku --[release_year]--> 2010
Path (Raw):       Guy Moshe --[No Operation]--> Guy Moshe --[(INV) directed_by]--> Bunraku --[release_year]--> 2010
Neg LogProb(↓):   0.273746
Path Entropy(↓):  0.550483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of a history of violence
Start Entity:     A History of Violence
Gold Answer:      [['Armand Assante', 'Sylvester Stallone', 'Rob Schneider', 'Karl Urban']]
Predicted Ans:    Viggo Mortensen
Predicted Path:   A History of Violence --[written_by]--> Josh Olson --[(INV) written_by]--> A History of Violence --[starred_actors]--> Viggo Mortensen
Path (Raw):       A History of Violence --[written_by]--> Josh Olson --[(INV) written_by]--> A History of Violence --[starred_actors]--> Viggo Mortensen
Neg LogProb(↓):   0.875566
Path Entropy(↓):  1.456714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for the film the proposition
Start Entity:     The Proposition
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Proposition --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Proposition --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.531643
Path Entropy(↓):  4.850222
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of deterrence is also the director of which films
Start Entity:     Deterrence
Gold Answer:      [['Resurrecting the Champ', 'The Contender', 'The Last Castle', 'Straw Dogs']]
Predicted Ans:    Straw Dogs
Predicted Path:   Deterrence --[directed_by]--> Rod Lurie --[(INV) directed_by]--> Straw Dogs
Path (Raw):       Deterrence --[No Operation]--> Deterrence --[directed_by]--> Rod Lurie --[(INV) directed_by]--> Straw Dogs
Neg LogProb(↓):   0.361913
Path Entropy(↓):  1.102107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of shopgirl is also the director of which movies
Start Entity:     Shopgirl
Gold Answer:      [['Leap Year', 'Hilary and Jackie']]
Predicted Ans:    Shopgirl
Predicted Path:   Shopgirl --[directed_by]--> Anand Tucker --[(INV) directed_by]--> Shopgirl
Path (Raw):       Shopgirl --[directed_by]--> Anand Tucker --[(INV) directed_by]--> Shopgirl --[No Operation]--> Shopgirl
Neg LogProb(↓):   0.008868
Path Entropy(↓):  0.056797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by eric roth
Start Entity:     Eric Roth
Gold Answer:      [['Michael Mann', 'David Fincher', 'Kevin Costner', 'Robert De Niro', 'Curtis Hanson', 'Steven Spielberg']]
Predicted Ans:    Michael Mann
Predicted Path:   Eric Roth --[(INV) written_by]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Eric Roth --[No Operation]--> Eric Roth --[(INV) written_by]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.001135
Path Entropy(↓):  0.008923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote plastic
Start Entity:     Plastic
Gold Answer:      [['Biography', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Plastic --[written_by]--> Julian Gilbey --[(INV) written_by]--> Rise of the Footsoldier --[has_genre]--> Crime
Path (Raw):       Plastic --[written_by]--> Julian Gilbey --[(INV) written_by]--> Rise of the Footsoldier --[has_genre]--> Crime
Neg LogProb(↓):   0.028764
Path Entropy(↓):  0.134643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie honeymoon
Start Entity:     Honeymoon
Gold Answer:      [['1980', '2008', '1944', '1936', '1935', '1941', '1939', '1933', '1994', '1947', '1943', '1948', '1940', '1938', '1918', '1934', '1924', '1949', '1945', '1937']]
Predicted Ans:    1938
Predicted Path:   Honeymoon --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Little Miss Broadway --[release_year]--> 1938
Path (Raw):       Honeymoon --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Little Miss Broadway --[release_year]--> 1938
Neg LogProb(↓):   1.364030
Path Entropy(↓):  2.308613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film kahaani
Start Entity:     Kahaani
Gold Answer:      [['2005']]
Predicted Ans:    2012
Predicted Path:   Kahaani --[starred_actors]--> Vidya Balan --[(INV) starred_actors]--> Kahaani --[release_year]--> 2012
Path (Raw):       Kahaani --[starred_actors]--> Vidya Balan --[(INV) starred_actors]--> Kahaani --[release_year]--> 2012
Neg LogProb(↓):   0.029955
Path Entropy(↓):  0.154469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of silver city also wrote which films
Start Entity:     Silver City
Gold Answer:      [['Battle Beyond the Stars', 'Men with Guns', 'Alligator', 'Matewan', 'Honeydripper', 'Breaking In', 'Go for Sisters', 'Lianna', 'Sunshine State', 'Lone Star', 'The Howling', 'The Challenge', 'Men of War', 'Amigo', 'Eight Men Out', 'The Brother from Another Planet', 'Limbo', 'City of Hope', 'Passion Fish', 'The Secret of Roan Inish', 'The Lady in Red']]
Predicted Ans:    Passion Fish
Predicted Path:   Silver City --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish
Path (Raw):       Silver City --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[No Operation]--> Passion Fish
Neg LogProb(↓):   0.589846
Path Entropy(↓):  1.560140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was donald bakeer a writer on
Start Entity:     Donald Bakeer
Gold Answer:      [['South Central']]
Predicted Ans:    South Central
Predicted Path:   Donald Bakeer --[(INV) written_by]--> South Central --[written_by]--> Stephen Milburn Anderson --[(INV) written_by]--> South Central
Path (Raw):       Donald Bakeer --[(INV) written_by]--> South Central --[written_by]--> Stephen Milburn Anderson --[(INV) written_by]--> South Central
Neg LogProb(↓):   0.128557
Path Entropy(↓):  0.368194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed beverly hills chihuahua
Start Entity:     Beverly Hills Chihuahua
Gold Answer:      [['Family', 'Animation', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Beverly Hills Chihuahua --[directed_by]--> Raja Gosnell --[(INV) directed_by]--> The Smurfs --[has_genre]--> Comedy
Path (Raw):       Beverly Hills Chihuahua --[directed_by]--> Raja Gosnell --[(INV) directed_by]--> The Smurfs --[has_genre]--> Comedy
Neg LogProb(↓):   0.398083
Path Entropy(↓):  0.802081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by gard b. eidsvold
Start Entity:     Gard B. Eidsvold
Gold Answer:      [['Stig Svendsen']]
Predicted Ans:    Stig Svendsen
Predicted Path:   Gard B. Eidsvold --[(INV) starred_actors]--> The Radio Pirates --[directed_by]--> Stig Svendsen
Path (Raw):       Gard B. Eidsvold --[No Operation]--> Gard B. Eidsvold --[(INV) starred_actors]--> The Radio Pirates --[directed_by]--> Stig Svendsen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of a royal scandal
Start Entity:     A Royal Scandal
Gold Answer:      [['Greta Garbo', 'Fred Astaire', 'Marlene Dietrich', 'Flora Robson', 'Ronny Graham', 'Felix Bressart', 'Cyd Charisse', 'Janis Paige', 'Stephen Rea', 'Douglas Fairbanks Jr.', 'Elisabeth Bergner', 'Sam Neill', 'Robert Stack', 'Carole Lombard', 'Edward Everett Horton', 'Romola Garai', 'Melvyn Douglas', 'Jack Benny', 'Herbert Marshall', 'Peter Lorre']]
Predicted Ans:    Herbert Marshall
Predicted Path:   A Royal Scandal --[written_by]--> Melchior Lengyel --[(INV) written_by]--> Angel --[starred_actors]--> Herbert Marshall
Path (Raw):       A Royal Scandal --[written_by]--> Melchior Lengyel --[(INV) written_by]--> Angel --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.401758
Path Entropy(↓):  0.968555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor myron healey starred together with who
Start Entity:     Myron Healey
Gold Answer:      [['Alex Rebar', 'John Carradine', 'Allison Hayes', 'Marilyn Buferd', 'Burr DeBenning']]
Predicted Ans:    Myron Healey
Predicted Path:   Myron Healey --[(INV) starred_actors]--> The Unearthly --[starred_actors]--> Myron Healey
Path (Raw):       Myron Healey --[No Operation]--> Myron Healey --[(INV) starred_actors]--> The Unearthly --[starred_actors]--> Myron Healey
Neg LogProb(↓):   0.087611
Path Entropy(↓):  0.364548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film police, adjective
Start Entity:     Police, Adjective
Gold Answer:      [['Corneliu Porumboiu']]
Predicted Ans:    Corneliu Porumboiu
Predicted Path:   Police, Adjective --[directed_by]--> Corneliu Porumboiu --[(INV) directed_by]--> Police, Adjective --[written_by]--> Corneliu Porumboiu
Path (Raw):       Police, Adjective --[directed_by]--> Corneliu Porumboiu --[(INV) directed_by]--> Police, Adjective --[written_by]--> Corneliu Porumboiu
Neg LogProb(↓):   0.027526
Path Entropy(↓):  0.130934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film a fever in the blood were in which languages
Start Entity:     A Fever in the Blood
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   A Fever in the Blood --[starred_actors]--> Angie Dickinson --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Path (Raw):       A Fever in the Blood --[starred_actors]--> Angie Dickinson --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.173781
Path Entropy(↓):  0.454295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by billie letts
Start Entity:     Billie Letts
Gold Answer:      [['Natalie Portman', 'Stockard Channing', 'Ashley Judd', 'Joan Cusack', 'Uma Thurman', 'Dabney Coleman']]
Predicted Ans:    Ashley Judd
Predicted Path:   Billie Letts --[(INV) written_by]--> Where the Heart Is --[starred_actors]--> Ashley Judd
Path (Raw):       Billie Letts --[No Operation]--> Billie Letts --[(INV) written_by]--> Where the Heart Is --[starred_actors]--> Ashley Judd
Neg LogProb(↓):   0.040235
Path Entropy(↓):  0.197077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by christopher smith
Start Entity:     Christopher Smith
Gold Answer:      [['2009', '2007', '2004']]
Predicted Ans:    2009
Predicted Path:   Christopher Smith --[(INV) written_by]--> Triangle --[release_year]--> 2009
Path (Raw):       Christopher Smith --[No Operation]--> Christopher Smith --[(INV) written_by]--> Triangle --[release_year]--> 2009
Neg LogProb(↓):   0.602225
Path Entropy(↓):  0.765743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the egg and i
Start Entity:     The Egg and I
Gold Answer:      [['Swedish', 'French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   The Egg and I --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       The Egg and I --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.334659
Path Entropy(↓):  0.874259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by roberto orci
Start Entity:     Roberto Orci
Gold Answer:      [['Drama', 'Adventure', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Roberto Orci --[(INV) written_by]--> People Like Us --[has_genre]--> Drama
Path (Raw):       Roberto Orci --[No Operation]--> Roberto Orci --[(INV) written_by]--> People Like Us --[has_genre]--> Drama
Neg LogProb(↓):   0.626397
Path Entropy(↓):  0.696406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film switchback
Start Entity:     Switchback
Gold Answer:      [['2010']]
Predicted Ans:    1997
Predicted Path:   Switchback --[directed_by]--> Jeb Stuart --[(INV) directed_by]--> Switchback --[release_year]--> 1997
Path (Raw):       Switchback --[directed_by]--> Jeb Stuart --[(INV) directed_by]--> Switchback --[release_year]--> 1997
Neg LogProb(↓):   0.002192
Path Entropy(↓):  0.015821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the the keep director
Start Entity:     The Keep
Gold Answer:      [['Drama', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Keep --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       The Keep --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.940751
Path Entropy(↓):  1.482663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the single moms club were released in which years
Start Entity:     The Single Moms Club
Gold Answer:      [['1995', '2000', '1964', '1997', '2001', '2008', '2003', '2005', '1993', '2004', '2010', '2006', '1999', '2012', '2011']]
Predicted Ans:    1964
Predicted Path:   The Single Moms Club --[starred_actors]--> Nia Long --[(INV) starred_actors]--> The Best Man --[release_year]--> 1964
Path (Raw):       The Single Moms Club --[starred_actors]--> Nia Long --[(INV) starred_actors]--> The Best Man --[release_year]--> 1964
Neg LogProb(↓):   0.261725
Path Entropy(↓):  0.786625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by scott coffey were in which genres
Start Entity:     Scott Coffey
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Scott Coffey --[(INV) directed_by]--> Adult World --[has_genre]--> Comedy
Path (Raw):       Scott Coffey --[No Operation]--> Scott Coffey --[(INV) directed_by]--> Adult World --[has_genre]--> Comedy
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in virtuosity
Start Entity:     Virtuosity
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1935', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '1922', '2013', '1934', '2000', '1997', '2005', '1991', '1999', '1987', '1937', '1958']]
Predicted Ans:    1999
Predicted Path:   Virtuosity --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       Virtuosity --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.334737
Path Entropy(↓):  2.591012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by artificial intelligence
Start Entity:     artificial intelligence
Gold Answer:      [['Her', 'A.I. Artificial Intelligence', 'The Machine']]
Predicted Ans:    The Machine
Predicted Path:   artificial intelligence --[(INV) has_tags]--> The Machine --[has_tags]--> artificial intelligence --[(INV) has_tags]--> The Machine
Path (Raw):       artificial intelligence --[(INV) has_tags]--> The Machine --[has_tags]--> artificial intelligence --[(INV) has_tags]--> The Machine
Neg LogProb(↓):   0.000145
Path Entropy(↓):  0.001525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the glass menagerie
Start Entity:     The Glass Menagerie
Gold Answer:      [['Ronald Neame', 'George Cukor', 'Glenn Gordon Caron', 'Peter Hyams', 'Joseph L. Mankiewicz', 'Joseph Anthony', 'John Huston', 'Anthony Harvey', 'Roland Joffé', 'Mervyn LeRoy', 'Mark Rydell', 'William Friedkin', 'Walter Lang', 'John Ford', 'Dorothy Arzner', 'Bernt Amadeus Capra', 'Frank Capra', 'Stanley Kramer', 'Stuart Millar', 'Michael Cimino', 'John Waters', 'Lionel Chetwynd', 'Francis Ford Coppola', 'John D. Hancock', 'Roger Michell', 'Leo McCarey', 'Vincente Minnelli', 'Frank Perry', 'Lowell Sherman', 'Gillian Armstrong', 'Milton Katselas', 'George Stevens', 'Harold S. Bucquet', 'Jeannot Szwarc', 'Larry Cohen', 'Elia Kazan', 'Mark Sandrich', 'Howard Hawks']]
Predicted Ans:    Larry Cohen
Predicted Path:   The Glass Menagerie --[starred_actors]--> Michael Moriarty --[(INV) starred_actors]--> The Stuff --[directed_by]--> Larry Cohen
Path (Raw):       The Glass Menagerie --[starred_actors]--> Michael Moriarty --[(INV) starred_actors]--> The Stuff --[directed_by]--> Larry Cohen
Neg LogProb(↓):   1.459614
Path Entropy(↓):  1.283003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by esther freud
Start Entity:     Esther Freud
Gold Answer:      [['Kate Winslet']]
Predicted Ans:    Kate Winslet
Predicted Path:   Esther Freud --[(INV) written_by]--> Hideous Kinky --[starred_actors]--> Kate Winslet
Path (Raw):       Esther Freud --[No Operation]--> Esther Freud --[(INV) written_by]--> Hideous Kinky --[starred_actors]--> Kate Winslet
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by taryn manning
Start Entity:     Taryn Manning
Gold Answer:      [['Drama', 'Thriller', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Taryn Manning --[(INV) starred_actors]--> Crossroads --[has_genre]--> Comedy
Path (Raw):       Taryn Manning --[No Operation]--> Taryn Manning --[(INV) starred_actors]--> Crossroads --[has_genre]--> Comedy
Neg LogProb(↓):   0.651009
Path Entropy(↓):  1.136869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of vengeance valley starred who
Start Entity:     Vengeance Valley
Gold Answer:      [['Robert Mitchum', 'Barbara Britton', 'Barbara Bel Geddes', 'Randolph Scott', 'Robert Preston', 'Burl Ives']]
Predicted Ans:    Burl Ives
Predicted Path:   Vengeance Valley --[written_by]--> Luke Short --[(INV) written_by]--> Station West --[starred_actors]--> Burl Ives
Path (Raw):       Vengeance Valley --[written_by]--> Luke Short --[(INV) written_by]--> Station West --[starred_actors]--> Burl Ives
Neg LogProb(↓):   0.022490
Path Entropy(↓):  0.107045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by anders thomas jensen
Start Entity:     Anders Thomas Jensen
Gold Answer:      [['Ulrich Thomsen', 'Nikolaj Lie Kaas', 'Søren Pilmark', 'Mads Mikkelsen', 'Line Kruse']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   Anders Thomas Jensen --[(INV) directed_by]--> Adam's Apples --[starred_actors]--> Mads Mikkelsen
Path (Raw):       Anders Thomas Jensen --[No Operation]--> Anders Thomas Jensen --[(INV) directed_by]--> Adam's Apples --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.354710
Path Entropy(↓):  0.805811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of shattered
Start Entity:     Shattered
Gold Answer:      [['English', 'Russian', 'German']]
Predicted Ans:    Russian
Predicted Path:   Shattered --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Air Force One --[in_language]--> Russian
Path (Raw):       Shattered --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Air Force One --[in_language]--> Russian
Neg LogProb(↓):   0.048007
Path Entropy(↓):  0.198024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the method
Start Entity:     The Method
Gold Answer:      [['Wild Horses', 'Kamchatka']]
Predicted Ans:    Kamchatka
Predicted Path:   The Method --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> Kamchatka
Path (Raw):       The Method --[No Operation]--> The Method --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> Kamchatka
Neg LogProb(↓):   0.331084
Path Entropy(↓):  0.928575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of neil diamond acted films
Start Entity:     Neil Diamond
Gold Answer:      [['Samson Raphaelson']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   Neil Diamond --[(INV) starred_actors]--> The Jazz Singer --[written_by]--> Samson Raphaelson
Path (Raw):       Neil Diamond --[No Operation]--> Neil Diamond --[(INV) starred_actors]--> The Jazz Singer --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie van gogh were released in which years
Start Entity:     Van Gogh
Gold Answer:      [['1980']]
Predicted Ans:    1991
Predicted Path:   Van Gogh --[starred_actors]--> Jacques Dutronc --[(INV) starred_actors]--> Van Gogh --[release_year]--> 1991
Path (Raw):       Van Gogh --[starred_actors]--> Jacques Dutronc --[(INV) starred_actors]--> Van Gogh --[release_year]--> 1991
Neg LogProb(↓):   0.072349
Path Entropy(↓):  0.253118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films written by love comes softly writers release
Start Entity:     Love Comes Softly
Gold Answer:      [['2005']]
Predicted Ans:    2003
Predicted Path:   Love Comes Softly --[written_by]--> Janette Oke --[(INV) written_by]--> Love Comes Softly --[release_year]--> 2003
Path (Raw):       Love Comes Softly --[written_by]--> Janette Oke --[(INV) written_by]--> Love Comes Softly --[release_year]--> 2003
Neg LogProb(↓):   0.484891
Path Entropy(↓):  1.025481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of gold diggers of 1935
Start Entity:     Gold Diggers of 1935
Gold Answer:      [['1934', '1949', '1939', '1940', '1942', '1935', '1941', '1943']]
Predicted Ans:    1943
Predicted Path:   Gold Diggers of 1935 --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Path (Raw):       Gold Diggers of 1935 --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Neg LogProb(↓):   0.139994
Path Entropy(↓):  0.553117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by madonna fall under
Start Entity:     Madonna
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Madonna --[(INV) written_by]--> W.E. --[has_genre]--> Drama
Path (Raw):       Madonna --[No Operation]--> Madonna --[(INV) written_by]--> W.E. --[has_genre]--> Drama
Neg LogProb(↓):   0.002167
Path Entropy(↓):  0.016340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film they call me trinity were released in which years
Start Entity:     They Call Me Trinity
Gold Answer:      [['1983', '1980', '1991', '1982', '1987', '1969', '1977']]
Predicted Ans:    1969
Predicted Path:   They Call Me Trinity --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[release_year]--> 1969
Path (Raw):       They Call Me Trinity --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[release_year]--> 1969
Neg LogProb(↓):   0.559425
Path Entropy(↓):  0.711128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the craft were directed by who
Start Entity:     The Craft
Gold Answer:      [['Andrew Fleming']]
Predicted Ans:    Andrew Fleming
Predicted Path:   The Craft --[written_by]--> Andrew Fleming --[(INV) written_by]--> Threesome --[directed_by]--> Andrew Fleming
Path (Raw):       The Craft --[written_by]--> Andrew Fleming --[(INV) written_by]--> Threesome --[directed_by]--> Andrew Fleming
Neg LogProb(↓):   0.579368
Path Entropy(↓):  1.300813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by my darling clementine actors release
Start Entity:     My Darling Clementine
Gold Answer:      [['1970', '1954', '1944', '1959', '1993', '1935', '1941', '1984', '1977', '1968', '1963', '1939', '1957', '1953', '1947', '1956', '1943', '1995', '1976', '1948', '1989', '1942', '1938', '1996', '1940', '1981', '1955', '1962', '1988', '1964', '1949', '1966', '1950', '1952', '1965', '1999', '1945', '1987', '1937']]
Predicted Ans:    1948
Predicted Path:   My Darling Clementine --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Path (Raw):       My Darling Clementine --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.469202
Path Entropy(↓):  2.703983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the cheyenne social club
Start Entity:     The Cheyenne Social Club
Gold Answer:      [['1962', '1976', '1949', '1957', '1967', '1969', '1955', '1952', '1958']]
Predicted Ans:    1955
Predicted Path:   The Cheyenne Social Club --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather --[release_year]--> 1955
Path (Raw):       The Cheyenne Social Club --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather --[release_year]--> 1955
Neg LogProb(↓):   1.379520
Path Entropy(↓):  2.035138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by neil young
Start Entity:     Neil Young
Gold Answer:      [['Russ Tamblyn', 'Dean Stockwell', 'Dennis Hopper']]
Predicted Ans:    Dennis Hopper
Predicted Path:   Neil Young --[(INV) directed_by]--> Human Highway --[starred_actors]--> Dennis Hopper
Path (Raw):       Neil Young --[No Operation]--> Neil Young --[(INV) directed_by]--> Human Highway --[starred_actors]--> Dennis Hopper
Neg LogProb(↓):   0.031256
Path Entropy(↓):  0.158720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with wolfgang reinhardt
Start Entity:     Wolfgang Reinhardt
Gold Answer:      [['John Huston', 'Franz Werfel', 'Bertita Harding']]
Predicted Ans:    John Huston
Predicted Path:   Wolfgang Reinhardt --[(INV) written_by]--> Juarez --[written_by]--> John Huston
Path (Raw):       Wolfgang Reinhardt --[No Operation]--> Wolfgang Reinhardt --[(INV) written_by]--> Juarez --[written_by]--> John Huston
Neg LogProb(↓):   0.001698
Path Entropy(↓):  0.013847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by addison timlin
Start Entity:     Addison Timlin
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Addison Timlin --[(INV) starred_actors]--> Best Man Down --[has_genre]--> Comedy
Path (Raw):       Addison Timlin --[No Operation]--> Addison Timlin --[(INV) starred_actors]--> Best Man Down --[has_genre]--> Comedy
Neg LogProb(↓):   0.336477
Path Entropy(↓):  0.601425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the woman on the beach
Start Entity:     The Woman on the Beach
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Woman on the Beach --[written_by]--> Jean Renoir --[(INV) written_by]--> The Lower Depths --[has_genre]--> Drama
Path (Raw):       The Woman on the Beach --[written_by]--> Jean Renoir --[(INV) written_by]--> The Lower Depths --[has_genre]--> Drama
Neg LogProb(↓):   0.415032
Path Entropy(↓):  1.085663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote solitary man
Start Entity:     Solitary Man
Gold Answer:      [['Justin Timberlake', 'Anthony Mackie', 'Ben Affleck', 'Gemma Arterton']]
Predicted Ans:    Ben Affleck
Predicted Path:   Solitary Man --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[starred_actors]--> Ben Affleck
Path (Raw):       Solitary Man --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[starred_actors]--> Ben Affleck
Neg LogProb(↓):   0.007305
Path Entropy(↓):  0.049901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the enigma of kaspar hauser
Start Entity:     The Enigma of Kaspar Hauser
Gold Answer:      [['Achim von Arnim', 'Georg Büchner', 'Denis Reichle', 'Herbert Achternbusch', 'Werner Herzog', 'Bruce Chatwin', 'Walter Saxer', 'Reinhold Messner']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Enigma of Kaspar Hauser --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Aguirre, the Wrath of God --[written_by]--> Werner Herzog
Path (Raw):       The Enigma of Kaspar Hauser --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Aguirre, the Wrath of God --[written_by]--> Werner Herzog
Neg LogProb(↓):   1.939925
Path Entropy(↓):  2.764947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with kevin heffernan
Start Entity:     Kevin Heffernan
Gold Answer:      [['Steve Lemme', 'Jay Chandrasekhar', 'Paul Soter']]
Predicted Ans:    Paul Soter
Predicted Path:   Kevin Heffernan --[(INV) written_by]--> Super Troopers --[written_by]--> Paul Soter
Path (Raw):       Kevin Heffernan --[No Operation]--> Kevin Heffernan --[(INV) written_by]--> Super Troopers --[written_by]--> Paul Soter
Neg LogProb(↓):   0.011564
Path Entropy(↓):  0.072388
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film les miserables
Start Entity:     Les Misérables
Gold Answer:      [['RZA', 'James Ronald', 'Jeanie Macpherson', 'Sheridan Gibney', 'Aaron Kim Johnston', 'Paul Haggis', 'Michael Mann', 'Eric Bernt', 'Clare Peploe', 'Robert Hardy Andrews', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'David O. Selznick', 'Hartzell Spence', 'Sloan Wilson', 'Alan Campbell', 'Ed Sullivan', 'Warwick Ross', 'Jane Austen', 'Lewis Milestone', 'Rod Serling', 'David Ignatius', 'Rosalind Keating Shaffer', 'Matthew Michael Carnahan', 'Lauren Weisberger', 'Edwin Justus Mayer', 'Hanns Kräly', 'Simon Moore', 'Peter Rodger', 'Ernst Lubitsch', 'Ernest Vajda', 'Donald Ogden Stewart', 'Willard Robertson', 'Wilson Barrett', 'James Ellroy', 'Bryan Singer', 'Fred Cavayé', 'Curtis Hanson', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'David Hayter', 'John Tatoulis', "Louis L'Amour", 'Clara Beranger', 'James Hadley Chase', 'Elmore Leonard', 'Allison Burnett', 'Sylvia Nasar', 'Ben Hecht', 'Charles Nordhoff', 'James Norman Hall', 'William Prochnau', 'Thomas Hargrove', 'Luis Buñuel', 'John Lee Mahin', 'Billy Ray', 'David Nicholls', 'Jonathan Latimer', 'Jane Murfin', 'Jane Cowl', 'Scott Frank', 'Dick Clement', 'Ian La Frenais', 'Mark Bomback', 'Émile Zola', 'MacKinlay Kantor', 'Waldemar Young', 'Douglas Fairbanks', 'Billy Wilder', 'Sarah Williams', 'Kevin Hood', 'Jocelyn Moorhouse', 'Nedrick Young', 'Alec Sulkin', 'Seth MacFarlane', 'Wellesley Wild', 'Mark Twain', 'Mordaunt Shairp', 'Richard Matheson', 'Catherine Johnson', 'Eric Roth', 'Marie Brenner', 'Kenneth Fearing', 'Buck Henry', 'Thomas Quinn Curtiss', 'Justin Zackham', 'Victor Hugo', 'Karine Sudan', 'William Monahan', 'William Brookfield', 'Robert Mundi', 'Diablo Cody', 'Mel Brooks', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'André Cayatte', 'Stephen Gaghan', 'Jessica Kaplan', 'John Gatins', 'Guy Bolton', 'Jeffrey Dell', 'Rebecca Miller', 'Julien Duvivier', 'John Collier', 'Louis Verneuil', 'Henri La Barthe', 'Joseph Than', 'James H. Street', 'Preston Sturges', 'David Lean', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Hervey Allen', 'Percy Heath', 'Robert Pirosh', 'Marc Connelly', 'Thorne Smith', 'Claudine West', 'Christopher Nolan', 'Jonathan Nolan', 'Jan Lustig', 'Charles Lederer', 'Philip Wylie', 'Charles Laughton', 'Sidney Buchman', 'Maxwell Anderson', 'Stephen Sommers', 'Andrew Anastasios', 'Walter DeLeon', 'Andrew Knight', 'Harlan Thompson', 'Christopher Lloyd', 'Humphrey Pearson', 'Harry Leon Wilson', 'Ari Handel', 'Sam Fell', 'Lillian Hellman', 'Akiva Goldsman', 'Tony Gilroy', 'Leo Tolstoy', 'Brian Tucker', 'Darren Aronofsky', 'Joseph Hayes', 'Gail Carson Levine', 'Alma Reville', 'Geoffrey Wright', 'Tom DeSanto', 'Andy Bellin', 'Eli Roth', 'Mark Webber', 'Carl Zuckmayer', 'June Head', 'Frederick Nebel', 'Linda Woolverton', 'Christopher Priest', "John O'Hara", 'Erich Maria Remarque', 'William Davies', 'Casey Robinson', 'David Auburn', 'C. Gardner Sullivan', 'Harold Lamb', 'Lyle Saxon', 'Tom Stoppard', 'Ernest Lehman', 'Robert Cormier', 'Bernard Rose', 'Antoine Blondin', 'Jacques Prévert', 'Roger Vercel', 'Guillaume Lemans', 'Alberto Casella', 'Mitch Davis', 'David Roach', 'James Bridie', 'Brian Helgeland', 'Nicholas Sparks', 'Peter Mayle', 'Charles W. Bailey II', 'Fletcher Knebel', 'Meg Cabot', 'Elyne Mitchell', 'Jon Stephens', 'Harry Kurnitz', 'Agatha Christie', 'Harold Jacob Smith', 'Jerome Lawrence', 'Steven Zaillian', 'Marguerite Roberts', 'Raymond Queneau', 'Harold Brighouse', 'Howard Fast', 'Dalton Trumbo', 'Moss Hart', 'Cameron Hawley', 'Arthur Wimperis', 'Margaret Irwin', 'Erin Cressida Wilson', 'Anne Fontaine', 'Oscar Wilde', 'Greg DePaul', 'Casey Wilson', 'June Diane Raphael', 'Peter Lord', 'Joe Keenan', 'Jean Renoir', "Eugene O'Neill"]]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Les Misérables --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Les Misérables --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.206821
Path Entropy(↓):  2.778551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by sam elliott
Start Entity:     sam elliott
Gold Answer:      [['Tombstone']]
Predicted Ans:    Raising Arizona
Predicted Path:   sam elliott --[(INV) has_tags]--> Tombstone --[has_tags]--> arizona --[(INV) has_tags]--> Raising Arizona
Path (Raw):       sam elliott --[(INV) has_tags]--> Tombstone --[has_tags]--> arizona --[(INV) has_tags]--> Raising Arizona
Neg LogProb(↓):   0.044477
Path Entropy(↓):  0.191104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films directed by cesc gay
Start Entity:     Cesc Gay
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cesc Gay --[(INV) directed_by]--> In the City --[has_genre]--> Drama
Path (Raw):       Cesc Gay --[No Operation]--> Cesc Gay --[(INV) directed_by]--> In the City --[has_genre]--> Drama
Neg LogProb(↓):   0.000185
Path Entropy(↓):  0.001774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by the talented mr. ripley screenwriters
Start Entity:     The Talented Mr. Ripley
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Talented Mr. Ripley --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[in_language]--> English
Path (Raw):       The Talented Mr. Ripley --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in american sniper
Start Entity:     American Sniper
Gold Answer:      [['Neil Burger', 'Brian Klugman', 'Lee Sternthal', 'Todd Phillips', 'Wes Craven', 'Christian Alvart', 'Samuel Bayer', 'Phil Traill', 'David O. Russell', 'Justin Simien', 'Joe Carnahan', 'Susanne Bier']]
Predicted Ans:    David O. Russell
Predicted Path:   American Sniper --[starred_actors]--> Bradley Cooper --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Path (Raw):       American Sniper --[starred_actors]--> Bradley Cooper --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Neg LogProb(↓):   0.549118
Path Entropy(↓):  0.970051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor nobuyuki katsube appeared in the same movie with who
Start Entity:     Nobuyuki Katsube
Gold Answer:      [['Shirley Venard', 'Rinko Kikuchi', 'David Zellner']]
Predicted Ans:    Rinko Kikuchi
Predicted Path:   Nobuyuki Katsube --[(INV) starred_actors]--> Kumiko, the Treasure Hunter --[starred_actors]--> Rinko Kikuchi
Path (Raw):       Nobuyuki Katsube --[No Operation]--> Nobuyuki Katsube --[(INV) starred_actors]--> Kumiko, the Treasure Hunter --[starred_actors]--> Rinko Kikuchi
Neg LogProb(↓):   0.518178
Path Entropy(↓):  0.684189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of grudge match
Start Entity:     Grudge Match
Gold Answer:      [['Tommy Boy', '50 First Dates', 'Anger Management']]
Predicted Ans:    50 First Dates
Predicted Path:   Grudge Match --[directed_by]--> Peter Segal --[(INV) directed_by]--> 50 First Dates
Path (Raw):       Grudge Match --[directed_by]--> Peter Segal --[(INV) directed_by]--> 50 First Dates --[No Operation]--> 50 First Dates
Neg LogProb(↓):   0.001275
Path Entropy(↓):  0.010015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film for ellen
Start Entity:     For Ellen
Gold Answer:      [['2006']]
Predicted Ans:    2012
Predicted Path:   For Ellen --[directed_by]--> So Yong Kim --[(INV) directed_by]--> For Ellen --[release_year]--> 2012
Path (Raw):       For Ellen --[directed_by]--> So Yong Kim --[(INV) directed_by]--> For Ellen --[release_year]--> 2012
Neg LogProb(↓):   0.001983
Path Entropy(↓):  0.014337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in bulldog drummond escapes
Start Entity:     Bulldog Drummond Escapes
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Bulldog Drummond Escapes --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       Bulldog Drummond Escapes --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.323259
Path Entropy(↓):  1.061167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie hell up in harlem
Start Entity:     Hell Up in Harlem
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Hell Up in Harlem --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Path (Raw):       Hell Up in Harlem --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Neg LogProb(↓):   2.064958
Path Entropy(↓):  3.490068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the fuller brush girl
Start Entity:     The Fuller Brush Girl
Gold Answer:      [['1964', '1949', '1957', '1967', '1952', '1956']]
Predicted Ans:    1956
Predicted Path:   The Fuller Brush Girl --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It --[release_year]--> 1956
Path (Raw):       The Fuller Brush Girl --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It --[release_year]--> 1956
Neg LogProb(↓):   0.199712
Path Entropy(↓):  0.516478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by nicholas stoller
Start Entity:     Nicholas Stoller
Gold Answer:      [['Jake Kasdan', 'James Bobin', 'Dean Parisot', 'Ted Kotcheff', 'Peyton Reed']]
Predicted Ans:    Buster Keaton
Predicted Path:   Nicholas Stoller --[(INV) directed_by]--> Neighbors --[directed_by]--> Buster Keaton
Path (Raw):       Nicholas Stoller --[No Operation]--> Nicholas Stoller --[(INV) directed_by]--> Neighbors --[directed_by]--> Buster Keaton
Neg LogProb(↓):   0.565831
Path Entropy(↓):  0.913659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of bright lights, big city
Start Entity:     Bright Lights, Big City
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Bright Lights, Big City --[written_by]--> Jay McInerney --[(INV) written_by]--> Gia --[release_year]--> 1998
Path (Raw):       Bright Lights, Big City --[written_by]--> Jay McInerney --[(INV) written_by]--> Gia --[release_year]--> 1998
Neg LogProb(↓):   0.665587
Path Entropy(↓):  0.692757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the wild angels
Start Entity:     The Wild Angels
Gold Answer:      [['Peter Graves', 'Elizabeth Shepherd', 'William Shatner', 'Sally Fraser', 'Robert Towne', 'John Cusack', 'Peter Fonda', 'Claudia Jennings', 'Mel Welles', 'Dick Miller', 'Jonathan Haze', 'Jackie Joseph', 'Bela Lugosi', 'Alice Eve', 'Luke Evans', 'Pamela Duncan', 'Richard Garland', 'Allison Hayes', 'Val Dufour', 'Jason Robards', 'Don Stroud', 'Brendan Gleeson', 'Glenn Ford', 'Lee Van Cleef', 'Ralph Meeker', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Susan Cabot', 'Shelley Winters', 'Boris Karloff', 'Charles Bronson', 'David Carradine', 'Lon Chaney Jr.', 'Debra Paget', 'Beverly Garland', 'George Segal', 'John Phillip Law', 'Inger Stevens', 'Peter Lorre', 'Antony Carbone', 'Vincent Price']]
Predicted Ans:    Don Stroud
Predicted Path:   The Wild Angels --[directed_by]--> Roger Corman --[(INV) directed_by]--> Von Richthofen and Brown --[starred_actors]--> Don Stroud
Path (Raw):       The Wild Angels --[directed_by]--> Roger Corman --[(INV) directed_by]--> Von Richthofen and Brown --[starred_actors]--> Don Stroud
Neg LogProb(↓):   1.202327
Path Entropy(↓):  1.564803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by peter bowman were directed by who
Start Entity:     Peter Bowman
Gold Answer:      [['Cornel Wilde']]
Predicted Ans:    Cornel Wilde
Predicted Path:   Peter Bowman --[(INV) written_by]--> Beach Red --[directed_by]--> Cornel Wilde
Path (Raw):       Peter Bowman --[No Operation]--> Peter Bowman --[(INV) written_by]--> Beach Red --[directed_by]--> Cornel Wilde
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the guitar
Start Entity:     The Guitar
Gold Answer:      [['Swedish', 'French', 'German']]
Predicted Ans:    German
Predicted Path:   The Guitar --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> Enigma --[in_language]--> German
Path (Raw):       The Guitar --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> Enigma --[in_language]--> German
Neg LogProb(↓):   0.008516
Path Entropy(↓):  0.050355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of macbeth
Start Entity:     Macbeth
Gold Answer:      [['The Pianist', 'Frantic', 'The Ghost Writer', 'Don Quixote', 'Bitter Moon', 'What?', "Rosemary's Baby", 'Chinatown', 'Othello', 'Death and the Maiden', 'Carnage', 'Touch of Evil', 'F for Fake', 'The Magnificent Ambersons', "It's All True", 'Chimes at Midnight', 'The Fearless Vampire Killers', 'The Immortal Story', 'The Tenant', 'Venus in Fur', 'Citizen Kane', 'Tess', 'The Trial', 'The Lady from Shanghai', 'Pirates', 'The Stranger', 'Repulsion', 'Oliver Twist', 'The Ninth Gate']]
Predicted Ans:    Chimes at Midnight
Predicted Path:   Macbeth --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight
Path (Raw):       Macbeth --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight --[No Operation]--> Chimes at Midnight
Neg LogProb(↓):   0.169069
Path Entropy(↓):  0.581757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of devil's due
Start Entity:     Devil's Due
Gold Answer:      [['Lindsay Devlin']]
Predicted Ans:    Lindsay Devlin
Predicted Path:   Devil's Due --[written_by]--> Lindsay Devlin --[(INV) written_by]--> Devil's Due --[written_by]--> Lindsay Devlin
Path (Raw):       Devil's Due --[written_by]--> Lindsay Devlin --[(INV) written_by]--> Devil's Due --[written_by]--> Lindsay Devlin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in mary
Start Entity:     Mary
Gold Answer:      [['Matthew Modine', 'Juliette Binoche', 'Heather Graham', 'Forest Whitaker']]
Predicted Ans:    Juliette Binoche
Predicted Path:   Mary --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Path (Raw):       Mary --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Neg LogProb(↓):   0.333019
Path Entropy(↓):  0.955296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by david bradley
Start Entity:     David Bradley
Gold Answer:      [['Susan Jacobson']]
Predicted Ans:    Susan Jacobson
Predicted Path:   David Bradley --[(INV) starred_actors]--> The Holding --[directed_by]--> Susan Jacobson
Path (Raw):       David Bradley --[No Operation]--> David Bradley --[(INV) starred_actors]--> The Holding --[directed_by]--> Susan Jacobson
Neg LogProb(↓):   0.001002
Path Entropy(↓):  0.007918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed lord of the flies
Start Entity:     Lord of the Flies
Gold Answer:      [['Peter Brook']]
Predicted Ans:    Peter Brook
Predicted Path:   Lord of the Flies --[directed_by]--> Harry Hook --[(INV) directed_by]--> Lord of the Flies --[directed_by]--> Peter Brook
Path (Raw):       Lord of the Flies --[directed_by]--> Harry Hook --[(INV) directed_by]--> Lord of the Flies --[directed_by]--> Peter Brook
Neg LogProb(↓):   0.539714
Path Entropy(↓):  0.880437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor don porter is a co - star of who
Start Entity:     Don Porter
Gold Answer:      [['June Lockhart']]
Predicted Ans:    June Lockhart
Predicted Path:   Don Porter --[(INV) starred_actors]--> She-Wolf of London --[starred_actors]--> June Lockhart
Path (Raw):       Don Porter --[No Operation]--> Don Porter --[(INV) starred_actors]--> She-Wolf of London --[starred_actors]--> June Lockhart
Neg LogProb(↓):   0.181027
Path Entropy(↓):  0.448820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by hubert cornfield
Start Entity:     Hubert Cornfield
Gold Answer:      [["Edmond O'Brien", 'Laraine Day', 'Julie London']]
Predicted Ans:    Edmond O'Brien
Predicted Path:   Hubert Cornfield --[(INV) written_by]--> The 3rd Voice --[starred_actors]--> Edmond O'Brien
Path (Raw):       Hubert Cornfield --[No Operation]--> Hubert Cornfield --[(INV) written_by]--> The 3rd Voice --[starred_actors]--> Edmond O'Brien
Neg LogProb(↓):   0.423341
Path Entropy(↓):  0.645205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of oculus starred who
Start Entity:     Oculus
Gold Answer:      [['Courtney Bell']]
Predicted Ans:    Karen Gillan
Predicted Path:   Oculus --[written_by]--> Mike Flanagan --[(INV) written_by]--> Oculus --[starred_actors]--> Karen Gillan
Path (Raw):       Oculus --[written_by]--> Mike Flanagan --[(INV) written_by]--> Oculus --[starred_actors]--> Karen Gillan
Neg LogProb(↓):   0.037394
Path Entropy(↓):  0.157323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same actor of teacher's pet
Start Entity:     Teacher's Pet
Gold Answer:      [['Dancing Lady', 'Night Nurse', 'Wife vs. Secretary', 'After Office Hours', 'The Man Who Knew Too Much', 'The Glass Bottom Boat', 'No Man of Her Own', 'Manhattan Melodrama', 'Old Acquaintance', 'Soldier of Fortune', 'The Woman in White', 'Young Man with a Horn', 'Command Decision', 'Polly of the Circus', 'The Hucksters', 'Any Number Can Play', 'Mogambo', 'The Pajama Game', 'Betrayed', 'Starlift', 'The Winning Team', 'Test Pilot', 'Storm Warning', 'Air Force', 'Red Dust', 'Love Me or Leave Me', 'Lust for Gold', 'San Francisco', 'Strange Bedfellows', 'It Happened One Night', "Please Don't Eat the Daisies", 'China Seas', 'The Tall Men', 'With Six You Get Eggroll', 'That Touch of Mink', 'Forsaking All Others', "Billy Rose's Jumbo", 'Pillow Talk', 'Romance on the High Seas', 'Young at Heart', 'Julie', 'April in Paris', 'The Misfits', 'Too Hot to Handle', 'The Tunnel of Love', 'Calamity Jane', 'The King and Four Queens', 'Wake of the Red Witch', 'Boom Town', 'But Not for Me', 'It Happened to Jane', 'Where Were You When the Lights Went Out?', 'The West Point Story', 'Midnight Lace', "They Shoot Horses, Don't They?", 'Untamed Youth', 'Across the Wide Missouri', 'The Call of the Wild', 'The Thrill of It All', "It's a Great Feeling", 'Move Over, Darling', 'Escape Me Never', 'Lover Come Back', 'Saratoga', 'Strange Cargo', 'A Free Soul', 'Night Flight', 'Do Not Disturb', 'Possessed', 'Mutiny on the Bounty', 'Caprice', 'Send Me No Flowers', 'Cain and Mabel', "Idiot's Delight", 'It Started in Naples', 'Comrade X']]
Predicted Ans:    Do Not Disturb
Predicted Path:   Teacher's Pet --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Path (Raw):       Teacher's Pet --[starred_actors]--> Doris Day --[No Operation]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Neg LogProb(↓):   1.145899
Path Entropy(↓):  2.000367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with the return of frank james in
Start Entity:     The Return of Frank James
Gold Answer:      [['French', 'German']]
Predicted Ans:    German
Predicted Path:   The Return of Frank James --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[in_language]--> German
Path (Raw):       The Return of Frank James --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[in_language]--> German
Neg LogProb(↓):   0.601819
Path Entropy(↓):  0.732331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of conflict
Start Entity:     Conflict
Gold Answer:      [['Fred Astaire', 'Alexis Minotis', 'Erik Rhodes', 'Carole Landis', 'Betty Grable', 'James Cagney', 'Edward Everett Horton', 'Sophia Loren', 'Alice Brady', 'Alan Hale', 'Victor Mature', 'Harriet Hilliard', 'Ginger Rogers', 'Clifton Webb', 'Randolph Scott', 'Alan Ladd', 'Dennis Morgan', 'Brenda Marshall']]
Predicted Ans:    Randolph Scott
Predicted Path:   Conflict --[written_by]--> Dwight Taylor --[(INV) written_by]--> Follow the Fleet --[starred_actors]--> Randolph Scott
Path (Raw):       Conflict --[written_by]--> Dwight Taylor --[(INV) written_by]--> Follow the Fleet --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.576683
Path Entropy(↓):  0.968994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does claude lelouch act in
Start Entity:     Claude Lelouch
Gold Answer:      [['Happy New Year']]
Predicted Ans:    Chandni Chowk to China
Predicted Path:   Claude Lelouch --[(INV) starred_actors]--> Happy New Year --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Chandni Chowk to China
Path (Raw):       Claude Lelouch --[(INV) starred_actors]--> Happy New Year --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Chandni Chowk to China
Neg LogProb(↓):   0.103448
Path Entropy(↓):  0.381598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does candy darling star in
Start Entity:     Candy Darling
Gold Answer:      [['Beautiful Darling', 'Flesh']]
Predicted Ans:    Beautiful Darling
Predicted Path:   Candy Darling --[(INV) starred_actors]--> Beautiful Darling --[starred_actors]--> Andy Warhol --[(INV) starred_actors]--> Beautiful Darling
Path (Raw):       Candy Darling --[(INV) starred_actors]--> Beautiful Darling --[starred_actors]--> Andy Warhol --[(INV) starred_actors]--> Beautiful Darling
Neg LogProb(↓):   0.367801
Path Entropy(↓):  0.617510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie seven years in tibet, when was it released
Start Entity:     Seven Years in Tibet
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Seven Years in Tibet --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       Seven Years in Tibet --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   2.839731
Path Entropy(↓):  4.357012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is a town called panic in
Start Entity:     A Town Called Panic
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   A Town Called Panic --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       A Town Called Panic --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.062645
Path Entropy(↓):  3.250652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of la dolce vita
Start Entity:     La Dolce Vita
Gold Answer:      [["Boccaccio '70", 'City of Women', 'La Strada', 'The White Sheik', 'Juliet of the Spirits', 'I Vitelloni', "Fellini's Casanova", 'Amarcord', 'Orchestra Rehearsal', '8½', 'Variety Lights', 'Intervista', 'And the Ship Sails On', 'Roma', 'Il Bidone', 'The Clowns', 'Spirits of the Dead', 'Ginger and Fred']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   La Dolce Vita --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead
Path (Raw):       La Dolce Vita --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead --[No Operation]--> Spirits of the Dead
Neg LogProb(↓):   0.572015
Path Entropy(↓):  1.313255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is biker boyz about
Start Entity:     Biker Boyz
Gold Answer:      [['motorcycle']]
Predicted Ans:    motorcycle
Predicted Path:   Biker Boyz --[has_tags]--> motorcycle --[(INV) has_tags]--> The Born Losers --[has_tags]--> motorcycle
Path (Raw):       Biker Boyz --[has_tags]--> motorcycle --[(INV) has_tags]--> The Born Losers --[has_tags]--> motorcycle
Neg LogProb(↓):   0.508826
Path Entropy(↓):  0.741994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of force 10 from navarone starred who
Start Entity:     Force 10 from Navarone
Gold Answer:      [['Sean Connery', 'Gert Fröbe', 'Honor Blackman', 'Shirley Eaton', 'Angela Lansbury', 'Roger Moore', 'Christopher Lee', 'Michael Caine']]
Predicted Ans:    Sean Connery
Predicted Path:   Force 10 from Navarone --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> Diamonds Are Forever --[starred_actors]--> Sean Connery
Path (Raw):       Force 10 from Navarone --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> Diamonds Are Forever --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.679635
Path Entropy(↓):  0.974256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by wayne kramer
Start Entity:     Wayne Kramer
Gold Answer:      [['Gary DeVore', 'Jimmy Huston', 'Paul Glickler', 'Frank Hannah', 'Adam Minarovich']]
Predicted Ans:    Wayne Kramer
Predicted Path:   Wayne Kramer --[(INV) directed_by]--> Crossing Over --[written_by]--> Wayne Kramer
Path (Raw):       Wayne Kramer --[No Operation]--> Wayne Kramer --[(INV) directed_by]--> Crossing Over --[written_by]--> Wayne Kramer
Neg LogProb(↓):   0.158576
Path Entropy(↓):  0.455744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of xx / xy
Start Entity:     XX/XY
Gold Answer:      [['2008', '1996', '2012']]
Predicted Ans:    2008
Predicted Path:   XX/XY --[directed_by]--> Austin Chick --[(INV) directed_by]--> August --[release_year]--> 2008
Path (Raw):       XX/XY --[directed_by]--> Austin Chick --[(INV) directed_by]--> August --[release_year]--> 2008
Neg LogProb(↓):   0.649781
Path Entropy(↓):  1.143251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie race
Start Entity:     Race
Gold Answer:      [['2009', '2001', '2008', '2003', '2005', '2010', '2004', '2012', '2011']]
Predicted Ans:    2009
Predicted Path:   Race --[starred_actors]--> Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[release_year]--> 2009
Path (Raw):       Race --[starred_actors]--> Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[release_year]--> 2009
Neg LogProb(↓):   0.753683
Path Entropy(↓):  1.292670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did h. tjut djalil direct
Start Entity:     H. Tjut Djalil
Gold Answer:      [['Mystics in Bali']]
Predicted Ans:    Mystics in Bali
Predicted Path:   H. Tjut Djalil --[(INV) directed_by]--> Mystics in Bali --[directed_by]--> H. Tjut Djalil --[(INV) directed_by]--> Mystics in Bali
Path (Raw):       H. Tjut Djalil --[(INV) directed_by]--> Mystics in Bali --[directed_by]--> H. Tjut Djalil --[(INV) directed_by]--> Mystics in Bali
Neg LogProb(↓):   0.004266
Path Entropy(↓):  0.027490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote two women
Start Entity:     Two Women
Gold Answer:      [['Anthony Quinn', 'Keanu Reeves', 'Lamberto Maggiorani', 'Stefania Sandrelli', 'Paolo Stoppa', 'Brigitte Bardot', 'Francesco Golisano', 'Guglielmo Barnabò', 'Enzo Staiola', 'Emma Gramatica', 'Giancarlo Giannini', 'Peter Sellers']]
Predicted Ans:    Paolo Stoppa
Predicted Path:   Two Women --[written_by]--> Cesare Zavattini --[(INV) written_by]--> Miracle in Milan --[starred_actors]--> Paolo Stoppa
Path (Raw):       Two Women --[written_by]--> Cesare Zavattini --[(INV) written_by]--> Miracle in Milan --[starred_actors]--> Paolo Stoppa
Neg LogProb(↓):   0.662097
Path Entropy(↓):  1.274885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film joe dirt are directed by who
Start Entity:     Joe Dirt
Gold Answer:      [['Jonathan King', 'Peter Segal', 'Penelope Spheeris', 'Irwin Winkler', 'Dennis Dugan']]
Predicted Ans:    Dennis Dugan
Predicted Path:   Joe Dirt --[starred_actors]--> David Spade --[(INV) starred_actors]--> Grown Ups --[directed_by]--> Dennis Dugan
Path (Raw):       Joe Dirt --[starred_actors]--> David Spade --[(INV) starred_actors]--> Grown Ups --[directed_by]--> Dennis Dugan
Neg LogProb(↓):   0.305034
Path Entropy(↓):  0.716019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film cool runnings
Start Entity:     Cool Runnings
Gold Answer:      [['Marianne Wibberley', 'Daniel G. Sullivan', 'Gerald Di Pego', 'Jim Kouf', 'Cormac Wibberley']]
Predicted Ans:    Jim Kouf
Predicted Path:   Cool Runnings --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> National Treasure --[written_by]--> Jim Kouf
Path (Raw):       Cool Runnings --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> National Treasure --[written_by]--> Jim Kouf
Neg LogProb(↓):   0.890446
Path Entropy(↓):  1.303534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by rosamond lehmann
Start Entity:     Rosamond Lehmann
Gold Answer:      [['The Heart of Me']]
Predicted Ans:    The Heart of Me
Predicted Path:   Rosamond Lehmann --[(INV) written_by]--> The Heart of Me --[written_by]--> Rosamond Lehmann --[(INV) written_by]--> The Heart of Me
Path (Raw):       Rosamond Lehmann --[(INV) written_by]--> The Heart of Me --[written_by]--> Rosamond Lehmann --[(INV) written_by]--> The Heart of Me
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film beethoven's 5th starred which actors
Start Entity:     Beethoven's 5th
Gold Answer:      [['Daveigh Chase']]
Predicted Ans:    Ed Westwick
Predicted Path:   Beethoven's 5th --[starred_actors]--> Daveigh Chase --[(INV) starred_actors]--> S. Darko --[starred_actors]--> Ed Westwick
Path (Raw):       Beethoven's 5th --[starred_actors]--> Daveigh Chase --[(INV) starred_actors]--> S. Darko --[starred_actors]--> Ed Westwick
Neg LogProb(↓):   0.012869
Path Entropy(↓):  0.082682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in reservoir dogs
Start Entity:     Reservoir Dogs
Gold Answer:      [['Roger Donaldson', 'Philip Kaufman', 'James Foley', 'Mike Newell', 'Peter Hyams', 'Nicholas Jarecki', 'Ericson Core', 'Mike Leigh', 'James Mangold', 'Spike Lee', 'Roland Joffé', 'Jack Nicholson', 'Angela Pope', 'Craig Viveiros', 'Martin Scorsese', 'Charlie Picerni', 'Louis Leterrier', 'Michael Haneke', 'Jonathan Mostow', 'Nicolas Roeg', 'James Gray', 'Barry Levinson', 'James Toback', 'Robert Altman', 'Giuseppe Tornatore', 'István Szabó', 'Jim Wilson', 'Peter Medak', 'Olivier Assayas', 'Michael Corrente', 'Franklin J. Schaffner', 'Lee Tamahori', 'Abel Ferrara', 'Olivier Dahan', 'John Barry', 'John Dahl', 'Ramón Menéndez', 'Hideo Nakata', 'Stanley Donen', 'Brad Mirman', 'Paul Schrader', 'Brett Ratner', 'Guy Moshe', 'Walter Salles', 'Wayne Wang', 'Jonathan Sobol', 'Tim Burton', 'Werner Herzog', 'Tony Richardson', 'Rufus Norris', 'Bruno Barreto', 'Uwe Boll', 'Brian A Miller', 'Jim Wynorski', 'Anthony Drazan', 'Steve Miner', "Pat O'Connor", 'Sam Peckinpah', 'Franck Khalfoun', 'Paul Auster', 'John Irvin', 'Jane Campion', 'Brian De Palma', 'Robby Henson']]
Predicted Ans:    John Dahl
Predicted Path:   Reservoir Dogs --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Kill Me Again --[directed_by]--> John Dahl
Path (Raw):       Reservoir Dogs --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Kill Me Again --[directed_by]--> John Dahl
Neg LogProb(↓):   1.830825
Path Entropy(↓):  2.301076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about alan turing
Start Entity:     alan turing
Gold Answer:      [['The Imitation Game']]
Predicted Ans:    Ben-Hur
Predicted Path:   alan turing --[(INV) has_tags]--> The Imitation Game --[has_tags]--> historical drama --[(INV) has_tags]--> Ben-Hur
Path (Raw):       alan turing --[(INV) has_tags]--> The Imitation Game --[has_tags]--> historical drama --[(INV) has_tags]--> Ben-Hur
Neg LogProb(↓):   0.113264
Path Entropy(↓):  0.340761
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by sean penn
Start Entity:     Sean Penn
Gold Answer:      [['2001', '1995', '2007', '1991']]
Predicted Ans:    2001
Predicted Path:   Sean Penn --[(INV) directed_by]--> The Pledge --[release_year]--> 2001
Path (Raw):       Sean Penn --[No Operation]--> Sean Penn --[(INV) directed_by]--> The Pledge --[release_year]--> 2001
Neg LogProb(↓):   0.284762
Path Entropy(↓):  0.739759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie ten canoes
Start Entity:     Ten Canoes
Gold Answer:      [['Rolf de Heer', 'Marc Rosenberg', 'David Gulpilil']]
Predicted Ans:    Rolf de Heer
Predicted Path:   Ten Canoes --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[written_by]--> Rolf de Heer
Path (Raw):       Ten Canoes --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[written_by]--> Rolf de Heer
Neg LogProb(↓):   0.108764
Path Entropy(↓):  0.464024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of criminal also wrote movies
Start Entity:     Criminal
Gold Answer:      [['Solaris', 'King of the Hill', 'Eros', 'Sex, Lies, and Videotape', 'The Underneath']]
Predicted Ans:    The Underneath
Predicted Path:   Criminal --[written_by]--> Steven Soderbergh --[(INV) written_by]--> The Underneath
Path (Raw):       Criminal --[written_by]--> Steven Soderbergh --[(INV) written_by]--> The Underneath --[No Operation]--> The Underneath
Neg LogProb(↓):   0.430336
Path Entropy(↓):  0.759069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by david hare
Start Entity:     David Hare
Gold Answer:      [['Wallace Shawn']]
Predicted Ans:    David Hare
Predicted Path:   David Hare --[(INV) directed_by]--> Page Eight --[written_by]--> David Hare
Path (Raw):       David Hare --[No Operation]--> David Hare --[(INV) directed_by]--> Page Eight --[written_by]--> David Hare
Neg LogProb(↓):   0.149644
Path Entropy(↓):  0.499555
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films written by clerks screenwriters
Start Entity:     Clerks
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Clerks --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl --[has_genre]--> Drama
Path (Raw):       Clerks --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl --[has_genre]--> Drama
Neg LogProb(↓):   1.219854
Path Entropy(↓):  1.780748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by myron mccormick were released in which years
Start Entity:     Myron McCormick
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Myron McCormick --[(INV) starred_actors]--> No Time for Sergeants --[release_year]--> 1958
Path (Raw):       Myron McCormick --[No Operation]--> Myron McCormick --[(INV) starred_actors]--> No Time for Sergeants --[release_year]--> 1958
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by werner herzog fall under
Start Entity:     Werner Herzog
Gold Answer:      [['Documentary', 'War', 'Short']]
Predicted Ans:    Documentary
Predicted Path:   Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly --[has_genre]--> Documentary
Path (Raw):       Werner Herzog --[No Operation]--> Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly --[has_genre]--> Documentary
Neg LogProb(↓):   0.643641
Path Entropy(↓):  0.770138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by david raynr
Start Entity:     David Raynr
Gold Answer:      [['Donald Faison', 'Deon Richmond', 'Guy Torry', 'Maia Campbell']]
Predicted Ans:    Donald Faison
Predicted Path:   David Raynr --[(INV) directed_by]--> Trippin' --[starred_actors]--> Donald Faison
Path (Raw):       David Raynr --[No Operation]--> David Raynr --[(INV) directed_by]--> Trippin' --[starred_actors]--> Donald Faison
Neg LogProb(↓):   0.000245
Path Entropy(↓):  0.002330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie strayed were in which languages
Start Entity:     Strayed
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Strayed --[directed_by]--> André Téchiné --[(INV) directed_by]--> Wild Reeds --[in_language]--> French
Path (Raw):       Strayed --[directed_by]--> André Téchiné --[(INV) directed_by]--> Wild Reeds --[in_language]--> French
Neg LogProb(↓):   0.911719
Path Entropy(↓):  1.430084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the pleasure garden released
Start Entity:     The Pleasure Garden
Gold Answer:      [['1925']]
Predicted Ans:    1925
Predicted Path:   The Pleasure Garden --[release_year]--> 1925 --[(INV) release_year]--> The Pleasure Garden --[release_year]--> 1925
Path (Raw):       The Pleasure Garden --[release_year]--> 1925 --[(INV) release_year]--> The Pleasure Garden --[release_year]--> 1925
Neg LogProb(↓):   0.825372
Path Entropy(↓):  1.317544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie albuquerque released
Start Entity:     Albuquerque
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Albuquerque --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       Albuquerque --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   1.906973
Path Entropy(↓):  2.968846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is breakin'all the rules
Start Entity:     Breakin' All the Rules
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Breakin' All the Rules --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Path (Raw):       Breakin' All the Rules --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Neg LogProb(↓):   3.248829
Path Entropy(↓):  4.420330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with an apology to elephants fall under
Start Entity:     An Apology to Elephants
Gold Answer:      [['Fantasy', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   An Apology to Elephants --[starred_actors]--> Lily Tomlin --[(INV) starred_actors]--> The Incredible Shrinking Woman --[has_genre]--> Comedy
Path (Raw):       An Apology to Elephants --[starred_actors]--> Lily Tomlin --[(INV) starred_actors]--> The Incredible Shrinking Woman --[has_genre]--> Comedy
Neg LogProb(↓):   0.406977
Path Entropy(↓):  0.802461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by mark tonderai
Start Entity:     Mark Tonderai
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Mark Tonderai --[(INV) directed_by]--> Hush --[has_genre]--> Horror
Path (Raw):       Mark Tonderai --[No Operation]--> Mark Tonderai --[(INV) directed_by]--> Hush --[has_genre]--> Horror
Neg LogProb(↓):   0.521650
Path Entropy(↓):  0.965499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the best man holiday
Start Entity:     The Best Man Holiday
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Best Man Holiday --[written_by]--> Malcolm D. Lee --[(INV) written_by]--> The Best Man --[in_language]--> Italian
Path (Raw):       The Best Man Holiday --[written_by]--> Malcolm D. Lee --[(INV) written_by]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of uncertainty
Start Entity:     Uncertainty
Gold Answer:      [['Mel Harris', 'Dennis Haysbert', 'Goran Visnjic', 'Jonathan Tucker', 'Tilda Swinton']]
Predicted Ans:    Tilda Swinton
Predicted Path:   Uncertainty --[written_by]--> Scott McGehee --[(INV) written_by]--> The Deep End --[starred_actors]--> Tilda Swinton
Path (Raw):       Uncertainty --[written_by]--> Scott McGehee --[(INV) written_by]--> The Deep End --[starred_actors]--> Tilda Swinton
Neg LogProb(↓):   0.005437
Path Entropy(↓):  0.037323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by catherine mccormack released
Start Entity:     Catherine McCormack
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Catherine McCormack --[(INV) starred_actors]--> The Land Girls --[release_year]--> 1998
Path (Raw):       Catherine McCormack --[No Operation]--> Catherine McCormack --[(INV) starred_actors]--> The Land Girls --[release_year]--> 1998
Neg LogProb(↓):   0.678002
Path Entropy(↓):  0.693031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by angelina jolie
Start Entity:     Angelina Jolie
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Angelina Jolie --[(INV) directed_by]--> Unbroken --[has_genre]--> Drama
Path (Raw):       Angelina Jolie --[No Operation]--> Angelina Jolie --[(INV) directed_by]--> Unbroken --[has_genre]--> Drama
Neg LogProb(↓):   0.000078
Path Entropy(↓):  0.000824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by mauricio zacharias
Start Entity:     Mauricio Zacharias
Gold Answer:      [['Ira Sachs']]
Predicted Ans:    Ira Sachs
Predicted Path:   Mauricio Zacharias --[(INV) written_by]--> Keep the Lights On --[directed_by]--> Ira Sachs
Path (Raw):       Mauricio Zacharias --[No Operation]--> Mauricio Zacharias --[(INV) written_by]--> Keep the Lights On --[directed_by]--> Ira Sachs
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the kite runner
Start Entity:     The Kite Runner
Gold Answer:      [['Everything Put Together', 'Stay', 'Finding Neverland', 'Quantum of Solace', 'World War Z', "Monster's Ball", 'Machine Gun Preacher']]
Predicted Ans:    World War Z
Predicted Path:   The Kite Runner --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z
Path (Raw):       The Kite Runner --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z --[No Operation]--> World War Z
Neg LogProb(↓):   0.649520
Path Entropy(↓):  1.316349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed shockproof
Start Entity:     Shockproof
Gold Answer:      [['Korean', 'German']]
Predicted Ans:    German
Predicted Path:   Shockproof --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> A Time to Love and a Time to Die --[in_language]--> German
Path (Raw):       Shockproof --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> A Time to Love and a Time to Die --[in_language]--> German
Neg LogProb(↓):   0.079735
Path Entropy(↓):  0.275069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the crucified lovers
Start Entity:     The Crucified Lovers
Gold Answer:      [['Kenji Mizoguchi']]
Predicted Ans:    Kenji Mizoguchi
Predicted Path:   The Crucified Lovers --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Sisters of the Gion --[directed_by]--> Kenji Mizoguchi
Path (Raw):       The Crucified Lovers --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Sisters of the Gion --[directed_by]--> Kenji Mizoguchi
Neg LogProb(↓):   0.553511
Path Entropy(↓):  0.930260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by mildred gordon release
Start Entity:     Mildred Gordon
Gold Answer:      [['1962', '1965', '1997']]
Predicted Ans:    1962
Predicted Path:   Mildred Gordon --[(INV) written_by]--> Experiment in Terror --[release_year]--> 1962
Path (Raw):       Mildred Gordon --[No Operation]--> Mildred Gordon --[(INV) written_by]--> Experiment in Terror --[release_year]--> 1962
Neg LogProb(↓):   0.258431
Path Entropy(↓):  0.639844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by dabney coleman
Start Entity:     Dabney Coleman
Gold Answer:      [['Murray Schisgal', 'Larry Gelbart', 'Lawrence Lasker', 'Walter F. Parkes', 'Ken Shapiro', 'John Boorman', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Ken Shapiro
Predicted Path:   Dabney Coleman --[(INV) starred_actors]--> Modern Problems --[written_by]--> Ken Shapiro
Path (Raw):       Dabney Coleman --[No Operation]--> Dabney Coleman --[(INV) starred_actors]--> Modern Problems --[written_by]--> Ken Shapiro
Neg LogProb(↓):   1.038441
Path Entropy(↓):  0.787047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of harry and walter go to new york
Start Entity:     Harry and Walter Go to New York
Gold Answer:      [['2000', '1946', '1975', '1967', '1979', '1981', '1984']]
Predicted Ans:    1946
Predicted Path:   Harry and Walter Go to New York --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge --[release_year]--> 1946
Path (Raw):       Harry and Walter Go to New York --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge --[release_year]--> 1946
Neg LogProb(↓):   0.985844
Path Entropy(↓):  1.747015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of loft
Start Entity:     Loft
Gold Answer:      [['Tadanobu Asano', 'Cliff De Young', 'Hiromi Nagasaku', 'Christina Milian', 'Drew Barrymore', 'Tatsuya Fuji', 'Ian Somerhalder', 'Roxanne Hart', 'Kristen Bell', 'Matthew Lawrence', 'Joseph Lawrence']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Loft --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Bright Future --[starred_actors]--> Tadanobu Asano
Path (Raw):       Loft --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Bright Future --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.205508
Path Entropy(↓):  0.707753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie u - 571
Start Entity:     U-571
Gold Answer:      [['Jonathan Mostow']]
Predicted Ans:    Jonathan Mostow
Predicted Path:   U-571 --[written_by]--> Jonathan Mostow --[(INV) written_by]--> Breakdown --[written_by]--> Jonathan Mostow
Path (Raw):       U-571 --[written_by]--> Jonathan Mostow --[(INV) written_by]--> Breakdown --[written_by]--> Jonathan Mostow
Neg LogProb(↓):   0.291270
Path Entropy(↓):  0.565267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the president's lady fall under
Start Entity:     The President's Lady
Gold Answer:      [['Western', 'Musical', 'Animation', 'Comedy', 'Adventure']]
Predicted Ans:    Musical
Predicted Path:   The President's Lady --[directed_by]--> Henry Levin --[(INV) directed_by]--> April Love --[has_genre]--> Musical
Path (Raw):       The President's Lady --[directed_by]--> Henry Levin --[(INV) directed_by]--> April Love --[has_genre]--> Musical
Neg LogProb(↓):   0.000112
Path Entropy(↓):  0.001169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the solid gold cadillac
Start Entity:     The Solid Gold Cadillac
Gold Answer:      [['John Gilling', 'Robert Wise', 'George Cukor', 'George Seaton', 'Fritz Lang', 'Andrew Marton', 'Henry Hathaway', 'Clarence Brown', 'George Marshall', 'Mark Robson', 'Vincente Minnelli', 'Elia Kazan', 'Luis Mandoki']]
Predicted Ans:    George Cukor
Predicted Path:   The Solid Gold Cadillac --[starred_actors]--> Judy Holliday --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Path (Raw):       The Solid Gold Cadillac --[starred_actors]--> Judy Holliday --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Neg LogProb(↓):   0.207873
Path Entropy(↓):  0.781900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of grease
Start Entity:     Grease
Gold Answer:      [['Get Shorty', 'Staying Alive', "Isn't She Great", 'Pulp Fiction', 'Killing Season', 'Mad City', 'Practical Magic', 'Urban Cowboy', 'Bolt', 'Moment by Moment', "The General's Daughter", "White Man's Burden", 'A Civil Action', 'Be Cool', 'Blow Out', 'Where the Heart Is', 'Domestic Disturbance', 'Broken Arrow', 'Battlefield Earth', "Look Who's Talking Too", 'The Business of Strangers', 'From Paris with Love', 'Ladder 49', "Look Who's Talking", 'Michael', 'The Fortune', 'Two of a Kind', 'Swordfish', 'Basic', 'Eyes of an Angel', 'Wild Hogs', 'Phenomenon', 'Shout', 'Old Dogs', 'Face/Off', 'Staying Together', "Look Who's Talking Now", 'Six Degrees of Separation', 'The Experts', 'Saturday Night Fever', 'Primary Colors', 'The Big Bus', "She's So Lovely"]]
Predicted Ans:    Mad City
Predicted Path:   Grease --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Mad City
Path (Raw):       Grease --[starred_actors]--> John Travolta --[No Operation]--> John Travolta --[(INV) starred_actors]--> Mad City
Neg LogProb(↓):   0.755862
Path Entropy(↓):  1.665612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Hafsteinn gunnar sigurðsson was the director on which movies
Start Entity:     Hafsteinn Gunnar Sigurðsson
Gold Answer:      [['Either Way']]
Predicted Ans:    Either Way
Predicted Path:   Hafsteinn Gunnar Sigurðsson --[(INV) directed_by]--> Either Way --[directed_by]--> Hafsteinn Gunnar Sigurðsson --[(INV) directed_by]--> Either Way
Path (Raw):       Hafsteinn Gunnar Sigurðsson --[(INV) directed_by]--> Either Way --[directed_by]--> Hafsteinn Gunnar Sigurðsson --[(INV) directed_by]--> Either Way
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with hannah arendt in
Start Entity:     Hannah Arendt
Gold Answer:      [['German']]
Predicted Ans:    French
Predicted Path:   Hannah Arendt --[directed_by]--> Margarethe von Trotta --[(INV) directed_by]--> Hannah Arendt --[in_language]--> French
Path (Raw):       Hannah Arendt --[directed_by]--> Margarethe von Trotta --[(INV) directed_by]--> Hannah Arendt --[in_language]--> French
Neg LogProb(↓):   0.810364
Path Entropy(↓):  1.249533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by belly actors
Start Entity:     Belly
Gold Answer:      [['Andrzej Bartkowiak']]
Predicted Ans:    Andrzej Bartkowiak
Predicted Path:   Belly --[starred_actors]--> DMX --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Path (Raw):       Belly --[starred_actors]--> DMX --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Neg LogProb(↓):   0.007357
Path Entropy(↓):  0.044294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of godzilla vs. mechagodzilla ii
Start Entity:     Godzilla vs. Mechagodzilla II
Gold Answer:      [['Godzilla 2000', 'Godzilla vs. Destoroyah']]
Predicted Ans:    Godzilla vs. Destoroyah
Predicted Path:   Godzilla vs. Mechagodzilla II --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Destoroyah
Path (Raw):       Godzilla vs. Mechagodzilla II --[No Operation]--> Godzilla vs. Mechagodzilla II --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Destoroyah
Neg LogProb(↓):   0.683860
Path Entropy(↓):  1.052132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed maverick
Start Entity:     Maverick
Gold Answer:      [['Mitch Glazer', 'Rainer Werner Fassbinder', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Michael Crichton', 'Jacques Demy', 'Barry Levinson', "Michael O'Donoghue", 'David Seltzer', 'Brian Helgeland', 'Charles Dickens', 'Todd Walton', 'Robert Benton', 'Steven Spielberg', 'Valerie Curtin', 'Francis Veber', 'Chris Columbus']]
Predicted Ans:    Francis Veber
Predicted Path:   Maverick --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[written_by]--> Francis Veber
Path (Raw):       Maverick --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[written_by]--> Francis Veber
Neg LogProb(↓):   0.974913
Path Entropy(↓):  1.840319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by matt muir
Start Entity:     Matt Muir
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Matt Muir --[(INV) directed_by]--> Thank You a Lot --[has_genre]--> Drama
Path (Raw):       Matt Muir --[No Operation]--> Matt Muir --[(INV) directed_by]--> Thank You a Lot --[has_genre]--> Drama
Neg LogProb(↓):   0.000072
Path Entropy(↓):  0.000758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of executive protection
Start Entity:     Executive Protection
Gold Answer:      [['Anders Nilsson']]
Predicted Ans:    Anders Nilsson
Predicted Path:   Executive Protection --[directed_by]--> Anders Nilsson --[(INV) directed_by]--> Executive Protection --[directed_by]--> Anders Nilsson
Path (Raw):       Executive Protection --[directed_by]--> Anders Nilsson --[(INV) directed_by]--> Executive Protection --[directed_by]--> Anders Nilsson
Neg LogProb(↓):   0.256699
Path Entropy(↓):  0.544932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in fuzz
Start Entity:     Fuzz
Gold Answer:      [['Romance', 'Sport', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Fuzz --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[has_genre]--> Horror
Path (Raw):       Fuzz --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[has_genre]--> Horror
Neg LogProb(↓):   1.645347
Path Entropy(↓):  1.540359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by tim roth
Start Entity:     Tim Roth
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[in_language]--> English
Path (Raw):       Tim Roth --[No Operation]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[in_language]--> English
Neg LogProb(↓):   0.050424
Path Entropy(↓):  0.208084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of won't back down also starred in which films
Start Entity:     Won't Back Down
Gold Answer:      [['Always', 'Beautiful Creatures', 'A Life Less Ordinary', 'Broadcast News', 'Copycat', 'Donnie Darko', 'Miss Firecracker', 'Raising Arizona', 'Hysteria', 'Doubt', 'Living Out Loud', 'Crash', 'White House Down', 'The Piano', 'The Big White', 'Prisoners', 'Criminal', 'The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom', 'Secretary', 'Mona Lisa Smile', 'Thirteen', 'Blackhat', 'Once Around', 'Home for the Holidays', 'The Help', 'Paradise', 'Little Black Book']]
Predicted Ans:    Beautiful Creatures
Predicted Path:   Won't Back Down --[starred_actors]--> Viola Davis --[(INV) starred_actors]--> Beautiful Creatures
Path (Raw):       Won't Back Down --[starred_actors]--> Viola Davis --[No Operation]--> Viola Davis --[(INV) starred_actors]--> Beautiful Creatures
Neg LogProb(↓):   0.078558
Path Entropy(↓):  0.348116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the underneath director
Start Entity:     The Underneath
Gold Answer:      [['Spalding Gray', 'Lem Dobbs', 'Joseph Kanon', 'Coleman Hough', 'Michelangelo Antonioni', 'Susannah Grant', 'Andrei Tarkovsky', 'Elmore Leonard', 'Brian Koppelman', 'Scott Z. Burns', 'David Levien', 'Kurt Eichenwald', 'Steven Soderbergh', 'Scott Thorson', 'Stephen Gaghan', 'Richard LaGravenese']]
Predicted Ans:    Steven Soderbergh
Predicted Path:   The Underneath --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[directed_by]--> Steven Soderbergh
Path (Raw):       The Underneath --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[directed_by]--> Steven Soderbergh
Neg LogProb(↓):   0.751575
Path Entropy(↓):  1.629057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by sword of the beast writers release
Start Entity:     Sword of the Beast
Gold Answer:      [['1969', '1964']]
Predicted Ans:    1964
Predicted Path:   Sword of the Beast --[written_by]--> Hideo Gosha --[(INV) written_by]--> Three Outlaw Samurai --[release_year]--> 1964
Path (Raw):       Sword of the Beast --[written_by]--> Hideo Gosha --[(INV) written_by]--> Three Outlaw Samurai --[release_year]--> 1964
Neg LogProb(↓):   0.412920
Path Entropy(↓):  0.854477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the last command
Start Entity:     The Last Command
Gold Answer:      [['John Dos Passos', 'Carl Zuckmayer', 'Joseph Anthony', 'Manuel Komroff', 'Menahem Golan', 'John Monk Saunders', 'Robert Liebmann', 'Heinrich Mann', 'Karl Vollmöller', 'Aki Kaurismäki', 'Benno Vigny', 'John Colton', 'Harry Hervey', 'S.K. Lauren', 'Len Wiseman', 'Jules Furthman', 'Josef von Sternberg', 'Fyodor Dostoevsky', 'Pierre Louÿs']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   The Last Command --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Crime and Punishment --[written_by]--> Aki Kaurismäki
Path (Raw):       The Last Command --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Crime and Punishment --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.782909
Path Entropy(↓):  1.749204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by oksana bychkova
Start Entity:     Oksana Bychkova
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Oksana Bychkova --[(INV) written_by]--> Piter FM --[release_year]--> 2006
Path (Raw):       Oksana Bychkova --[No Operation]--> Oksana Bychkova --[(INV) written_by]--> Piter FM --[release_year]--> 2006
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by god bless america actors
Start Entity:     God Bless America
Gold Answer:      [['Savage Steve Holland']]
Predicted Ans:    Savage Steve Holland
Predicted Path:   God Bless America --[starred_actors]--> Joel Murray --[(INV) starred_actors]--> One Crazy Summer --[directed_by]--> Savage Steve Holland
Path (Raw):       God Bless America --[starred_actors]--> Joel Murray --[(INV) starred_actors]--> One Crazy Summer --[directed_by]--> Savage Steve Holland
Neg LogProb(↓):   0.135705
Path Entropy(↓):  0.447775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by der verlorene actors
Start Entity:     Der Verlorene
Gold Answer:      [['W. Somerset Maugham', 'Fritz Lang', 'Dashiell Hammett', 'Joseph Anthony', 'John Huston', 'Paul Jarrico', 'Irwin Allen', 'Curt Siodmak', 'Menahem Golan', 'Ulli Lommel', 'Abe Burrows', 'Leueen MacGrath', 'Allen Vincent', "Thomas Edward O'Connell", 'Arthur Levinson', 'David Mamet', 'Melchior Lengyel', 'Aki Kaurismäki', 'Maurice Renard', 'Ben Livingston', 'Hannah Shakespeare', 'Brown Holmes', 'Maude Fulton', 'Jules Verne', 'Frank Gruber', 'Richard Matheson', 'Paula Milne', 'Jack Rose', 'William Templeton', 'John Garden', 'Edmund Beloin', 'Norman Foster', 'Charles Bennett', 'Edgar Allan Poe', 'Philip MacDonald', 'Vicente Aranda', 'S.K. Lauren', 'Fyodor Dostoevsky', 'Eric Ambler', 'Thea von Harbou', 'Howard Koch', 'John P. Marquand', 'George S. Kaufman', 'Barry Reed', 'W.R. Burnett', 'Peter Milne', 'Israel Zangwill']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Der Verlorene --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Der Verlorene --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.397064
Path Entropy(↓):  2.068002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in them!
Start Entity:     Them!
Gold Answer:      [['Joan Weldon', 'Edmund Gwenn', 'James Arness', 'James Whitmore']]
Predicted Ans:    James Arness
Predicted Path:   Them! --[starred_actors]--> James Arness --[(INV) starred_actors]--> Them! --[starred_actors]--> James Arness
Path (Raw):       Them! --[starred_actors]--> James Arness --[(INV) starred_actors]--> Them! --[starred_actors]--> James Arness
Neg LogProb(↓):   0.744106
Path Entropy(↓):  1.510614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does eric portman star in
Start Entity:     Eric Portman
Gold Answer:      [['A Canterbury Tale']]
Predicted Ans:    A Canterbury Tale
Predicted Path:   Eric Portman --[(INV) starred_actors]--> A Canterbury Tale --[starred_actors]--> Eric Portman --[(INV) starred_actors]--> A Canterbury Tale
Path (Raw):       Eric Portman --[(INV) starred_actors]--> A Canterbury Tale --[starred_actors]--> Eric Portman --[(INV) starred_actors]--> A Canterbury Tale
Neg LogProb(↓):   0.340403
Path Entropy(↓):  0.686960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the last time i committed suicide in
Start Entity:     The Last Time I Committed Suicide
Gold Answer:      [['French', 'Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   The Last Time I Committed Suicide --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Path (Raw):       The Last Time I Committed Suicide --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Neg LogProb(↓):   0.233750
Path Entropy(↓):  0.520693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of ted
Start Entity:     Ted
Gold Answer:      [['A Million Ways to Die in the West']]
Predicted Ans:    Ted
Predicted Path:   Ted --[directed_by]--> Seth MacFarlane --[(INV) directed_by]--> Ted
Path (Raw):       Ted --[No Operation]--> Ted --[directed_by]--> Seth MacFarlane --[(INV) directed_by]--> Ted
Neg LogProb(↓):   0.055519
Path Entropy(↓):  0.210193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of alter egos is also the director of which films
Start Entity:     Alter Egos
Gold Answer:      [['Rosencrantz and Guildenstern Are Undead']]
Predicted Ans:    Alter Egos
Predicted Path:   Alter Egos --[directed_by]--> Jordan Galland --[(INV) directed_by]--> Alter Egos
Path (Raw):       Alter Egos --[No Operation]--> Alter Egos --[directed_by]--> Jordan Galland --[(INV) directed_by]--> Alter Egos
Neg LogProb(↓):   0.017137
Path Entropy(↓):  0.086818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of john barry directed movies
Start Entity:     John Barry
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   John Barry --[(INV) directed_by]--> Saturn 3 --[release_year]--> 1980
Path (Raw):       John Barry --[No Operation]--> John Barry --[(INV) directed_by]--> Saturn 3 --[release_year]--> 1980
Neg LogProb(↓):   0.000085
Path Entropy(↓):  0.000883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Babes in arms, when was it released
Start Entity:     Babes in Arms
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   Babes in Arms --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       Babes in Arms --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   1.542808
Path Entropy(↓):  3.022715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by guillermo sheridan
Start Entity:     Guillermo Sheridan
Gold Answer:      [['Nicolás Echevarría']]
Predicted Ans:    Nicolás Echevarría
Predicted Path:   Guillermo Sheridan --[(INV) written_by]--> Cabeza de Vaca --[directed_by]--> Nicolás Echevarría
Path (Raw):       Guillermo Sheridan --[No Operation]--> Guillermo Sheridan --[(INV) written_by]--> Cabeza de Vaca --[directed_by]--> Nicolás Echevarría
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter rick jaffa
Start Entity:     Rick Jaffa
Gold Answer:      [['Sally Field', 'Jason Clarke', 'Gary Oldman', 'Ed Harris', 'Andy Serkis', 'Keri Russell']]
Predicted Ans:    Ed Harris
Predicted Path:   Rick Jaffa --[(INV) written_by]--> Eye for an Eye --[starred_actors]--> Ed Harris
Path (Raw):       Rick Jaffa --[No Operation]--> Rick Jaffa --[(INV) written_by]--> Eye for an Eye --[starred_actors]--> Ed Harris
Neg LogProb(↓):   0.426778
Path Entropy(↓):  0.889593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is the babe ruth story
Start Entity:     The Babe Ruth Story
Gold Answer:      [['Biography']]
Predicted Ans:    Biography
Predicted Path:   The Babe Ruth Story --[has_genre]--> Biography --[(INV) has_genre]--> The Babe Ruth Story --[has_genre]--> Biography
Path (Raw):       The Babe Ruth Story --[has_genre]--> Biography --[(INV) has_genre]--> The Babe Ruth Story --[has_genre]--> Biography
Neg LogProb(↓):   0.064426
Path Entropy(↓):  0.267484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by screwed actors
Start Entity:     Screwed
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Screwed --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Going Ape! --[has_genre]--> Comedy
Path (Raw):       Screwed --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Going Ape! --[has_genre]--> Comedy
Neg LogProb(↓):   0.748858
Path Entropy(↓):  1.727218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the man in the moon also appears in which films
Start Entity:     The Man in the Moon
Gold Answer:      [['Water for Elephants', 'Rendition', 'Pleasantville', 'Wild', 'Monsters vs. Aliens', 'Election', 'Four Christmases', 'A Far Off Place', 'S.F.W.', 'Fear', "Devil's Knot", 'Walk the Line', 'Twilight', 'Mud', 'Legally Blonde', 'Overnight Delivery', 'This Means War', 'Cruel Intentions', 'How Do You Know', 'Sweet Home Alabama', 'Freeway', 'The Good Lie']]
Predicted Ans:    Election
Predicted Path:   The Man in the Moon --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election
Path (Raw):       The Man in the Moon --[starred_actors]--> Reese Witherspoon --[No Operation]--> Reese Witherspoon --[(INV) starred_actors]--> Election
Neg LogProb(↓):   0.154638
Path Entropy(↓):  0.591874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by victor erice
Start Entity:     Víctor Erice
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Víctor Erice --[(INV) directed_by]--> The Spirit of the Beehive --[has_genre]--> Drama
Path (Raw):       Víctor Erice --[No Operation]--> Víctor Erice --[(INV) directed_by]--> The Spirit of the Beehive --[has_genre]--> Drama
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000231
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of arthur richman written movies
Start Entity:     Arthur Richman
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Arthur Richman --[(INV) written_by]--> The Awful Truth --[release_year]--> 1937
Path (Raw):       Arthur Richman --[No Operation]--> Arthur Richman --[(INV) written_by]--> The Awful Truth --[release_year]--> 1937
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of laura breckenridge acted films
Start Entity:     Laura Breckenridge
Gold Answer:      [['John Stimpson']]
Predicted Ans:    John Stimpson
Predicted Path:   Laura Breckenridge --[(INV) starred_actors]--> A Christmas Kiss --[directed_by]--> John Stimpson
Path (Raw):       Laura Breckenridge --[No Operation]--> Laura Breckenridge --[(INV) starred_actors]--> A Christmas Kiss --[directed_by]--> John Stimpson
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by john dahl
Start Entity:     John Dahl
Gold Answer:      [['Ben Kingsley', 'James Franco', 'Joanne Whalley', 'Bill Pullman', 'Steve Zahn', 'Paul Walker', 'Michael Madsen', 'Matt Damon', 'Dennis Farina', 'Luke Wilson', 'Linda Fiorentino', 'Leelee Sobieski', 'Ray Liotta', 'Téa Leoni', 'Benjamin Bratt']]
Predicted Ans:    Michael Madsen
Predicted Path:   John Dahl --[(INV) directed_by]--> Kill Me Again --[starred_actors]--> Michael Madsen
Path (Raw):       John Dahl --[No Operation]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[starred_actors]--> Michael Madsen
Neg LogProb(↓):   0.002295
Path Entropy(↓):  0.016283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jerry houser were released in which years
Start Entity:     Jerry Houser
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Jerry Houser --[(INV) starred_actors]--> Summer of '42 --[release_year]--> 1971
Path (Raw):       Jerry Houser --[No Operation]--> Jerry Houser --[(INV) starred_actors]--> Summer of '42 --[release_year]--> 1971
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie devil
Start Entity:     Devil
Gold Answer:      [['Chris Messina', 'Bojana Novakovic', "Jenny O'Hara"]]
Predicted Ans:    Jenny O'Hara
Predicted Path:   Devil --[starred_actors]--> Jenny O'Hara --[(INV) starred_actors]--> Devil --[starred_actors]--> Jenny O'Hara
Path (Raw):       Devil --[starred_actors]--> Jenny O'Hara --[(INV) starred_actors]--> Devil --[starred_actors]--> Jenny O'Hara
Neg LogProb(↓):   0.013042
Path Entropy(↓):  0.082561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by surrogates actors
Start Entity:     Surrogates
Gold Answer:      [['Romance', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Surrogates --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[has_genre]--> Action
Path (Raw):       Surrogates --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[has_genre]--> Action
Neg LogProb(↓):   0.441571
Path Entropy(↓):  1.172230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of paul abascal directed movies
Start Entity:     Paul Abascal
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Paul Abascal --[(INV) directed_by]--> Paparazzi --[release_year]--> 2004
Path (Raw):       Paul Abascal --[No Operation]--> Paul Abascal --[(INV) directed_by]--> Paparazzi --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by simon maccorkindale release
Start Entity:     Simon MacCorkindale
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Simon MacCorkindale --[(INV) starred_actors]--> The Riddle of the Sands --[release_year]--> 1979
Path (Raw):       Simon MacCorkindale --[No Operation]--> Simon MacCorkindale --[(INV) starred_actors]--> The Riddle of the Sands --[release_year]--> 1979
Neg LogProb(↓):   0.000106
Path Entropy(↓):  0.001079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of g. b. f.
Start Entity:     G.B.F.
Gold Answer:      [['Jawbreaker']]
Predicted Ans:    G.B.F.
Predicted Path:   G.B.F. --[directed_by]--> Darren Stein --[(INV) directed_by]--> G.B.F.
Path (Raw):       G.B.F. --[directed_by]--> Darren Stein --[(INV) directed_by]--> G.B.F. --[No Operation]--> G.B.F.
Neg LogProb(↓):   0.192290
Path Entropy(↓):  0.463701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films directed by the the las vegas story director
Start Entity:     The Las Vegas Story
Gold Answer:      [['French', 'English', 'Irish']]
Predicted Ans:    English
Predicted Path:   The Las Vegas Story --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Mary Poppins --[in_language]--> English
Path (Raw):       The Las Vegas Story --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Mary Poppins --[in_language]--> English
Neg LogProb(↓):   0.782972
Path Entropy(↓):  0.697821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in prosper merimee written films
Start Entity:     Prosper Mérimée
Gold Answer:      [['French', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   Prosper Mérimée --[(INV) written_by]--> Carmen --[in_language]--> French
Path (Raw):       Prosper Mérimée --[No Operation]--> Prosper Mérimée --[(INV) written_by]--> Carmen --[in_language]--> French
Neg LogProb(↓):   1.743380
Path Entropy(↓):  1.833618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with geno lechner
Start Entity:     Geno Lechner
Gold Answer:      [['Sergej Trifunovic', 'Lili Darvas', 'Peter Gevisser']]
Predicted Ans:    Peter Gevisser
Predicted Path:   Geno Lechner --[(INV) starred_actors]--> Love --[starred_actors]--> Peter Gevisser
Path (Raw):       Geno Lechner --[No Operation]--> Geno Lechner --[(INV) starred_actors]--> Love --[starred_actors]--> Peter Gevisser
Neg LogProb(↓):   0.640417
Path Entropy(↓):  0.695784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the child of god director
Start Entity:     Child of God
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Child of God --[directed_by]--> James Franco --[(INV) directed_by]--> Child of God --[has_genre]--> Drama
Path (Raw):       Child of God --[directed_by]--> James Franco --[(INV) directed_by]--> Child of God --[has_genre]--> Drama
Neg LogProb(↓):   0.147804
Path Entropy(↓):  0.511757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director robert c. ramirez
Start Entity:     Robert C. Ramirez
Gold Answer:      [['John Ritter']]
Predicted Ans:    John Ritter
Predicted Path:   Robert C. Ramirez --[(INV) directed_by]--> Clifford's Really Big Movie --[starred_actors]--> John Ritter
Path (Raw):       Robert C. Ramirez --[No Operation]--> Robert C. Ramirez --[(INV) directed_by]--> Clifford's Really Big Movie --[starred_actors]--> John Ritter
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the theory of flight
Start Entity:     The Theory of Flight
Gold Answer:      [['2010', '2004', '2006', '2002', '2013', '2007']]
Predicted Ans:    1998
Predicted Path:   The Theory of Flight --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       The Theory of Flight --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   1.129716
Path Entropy(↓):  1.687630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor amber heard acted together with who
Start Entity:     Amber Heard
Gold Answer:      [['Cam Gigandet', 'Harrison Ford', 'Liam Hemsworth', 'Pamela Franklin', 'Michele Dotrice', 'Sandor Elès', 'Whitney Able', 'Nicolas Cage', 'Demi Moore', 'David Duchovny', 'Connie Nielsen', 'Mamie Gummer', 'Odette Annable', 'William Hurt', 'Gary Oldman', 'Zach Gilford', 'Kevin Costner', 'Danny Trejo', 'Hailee Steinfeld', 'Anson Mount', 'Sean Faris', 'Karl Urban', 'Michael Welch', 'Danielle Panabaker', 'Mel Gibson', 'Ben Hollingsworth']]
Predicted Ans:    Mel Gibson
Predicted Path:   Amber Heard --[(INV) starred_actors]--> Machete Kills --[starred_actors]--> Mel Gibson
Path (Raw):       Amber Heard --[No Operation]--> Amber Heard --[(INV) starred_actors]--> Machete Kills --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   1.124942
Path Entropy(↓):  1.265781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by peter gent
Start Entity:     Peter Gent
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Peter Gent --[(INV) written_by]--> North Dallas Forty --[has_genre]--> Drama
Path (Raw):       Peter Gent --[No Operation]--> Peter Gent --[(INV) written_by]--> North Dallas Forty --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by carroll moore
Start Entity:     Carroll Moore
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Carroll Moore --[(INV) written_by]--> Send Me No Flowers --[has_genre]--> Comedy
Path (Raw):       Carroll Moore --[No Operation]--> Carroll Moore --[(INV) written_by]--> Send Me No Flowers --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie sushi girl
Start Entity:     Sushi Girl
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Sushi Girl --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Sushi Girl --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   0.747916
Path Entropy(↓):  1.852351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by red buttons
Start Entity:     Red Buttons
Gold Answer:      [['Ronald Neame', 'Irwin Allen', 'Stanley Donen', 'Larry Cohen', 'Don Chaffey', 'Howard Hawks']]
Predicted Ans:    Ronald Neame
Predicted Path:   Red Buttons --[(INV) starred_actors]--> The Poseidon Adventure --[directed_by]--> Ronald Neame
Path (Raw):       Red Buttons --[No Operation]--> Red Buttons --[(INV) starred_actors]--> The Poseidon Adventure --[directed_by]--> Ronald Neame
Neg LogProb(↓):   0.450687
Path Entropy(↓):  0.888401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of looking for eric also directed which movies
Start Entity:     Looking for Eric
Gold Answer:      [['Family Life', 'Hidden Agenda', 'Kes', 'Riff-Raff', 'In Two Minds', 'Route Irish', 'My Name Is Joe', "Jimmy's Hall", 'The Navigators', "Carla's Song", 'Sweet Sixteen', 'Tickets', 'Cathy Come Home', 'The Big Flame', 'The Wind That Shakes the Barley', 'Bread and Roses', "It's a Free World...", 'Land and Freedom', "The Angels' Share", 'Raining Stones']]
Predicted Ans:    In Two Minds
Predicted Path:   Looking for Eric --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds
Path (Raw):       Looking for Eric --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[No Operation]--> In Two Minds
Neg LogProb(↓):   0.717219
Path Entropy(↓):  1.632412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by james kennaway were released in which years
Start Entity:     James Kennaway
Gold Answer:      [['1969', '1960']]
Predicted Ans:    1960
Predicted Path:   James Kennaway --[(INV) written_by]--> Tunes of Glory --[release_year]--> 1960
Path (Raw):       James Kennaway --[No Operation]--> James Kennaway --[(INV) written_by]--> Tunes of Glory --[release_year]--> 1960
Neg LogProb(↓):   0.279168
Path Entropy(↓):  0.555180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in elissa landi starred movies
Start Entity:     Elissa Landi
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Elissa Landi --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       Elissa Landi --[No Operation]--> Elissa Landi --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is our day will come
Start Entity:     Our Day Will Come
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Our Day Will Come --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Our Day Will Come --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.622788
Path Entropy(↓):  4.733712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie it started in naples are written by who
Start Entity:     It Started in Naples
Gold Answer:      [['David Divine', 'Edmund Goulding', 'Grace Perkins', 'Robert E. Sherwood', "Eugene O'Neill", 'Jan de Hartog', 'Edward Anhalt', 'Jack London', 'Arthur Caesar', 'Dale Wasserman', 'Wilson Collison', 'Benjamin Glazer', 'Cornell Woolrich', 'William Wister Haines', 'William R. Laidlaw', 'Margaret Mayo', 'Waldemar Young', 'Vincent Lawrence', 'Edward Harris Heth', 'Ernest K. Gann', 'Frederic Wakeman', 'Irwin Shaw', 'Arthur Miller', 'Frank Wead', 'George Froeschel', 'Charles Lederer', 'Gordon Cotler', 'C.S. Forester', 'Ranald MacDougall', 'Sydney Boehm', 'Crosbie Garstin', 'Melville Shavelson', 'Ben Barzman', 'Edna Anhalt', 'Samuel Hopkins Adams', 'Heck Allen', 'Basilio Franchina', 'Edward Barry Roberts', 'Frank S. Nugent', 'Lenore J. Coffee', 'Dwight Taylor', 'Ettore Scola', 'Samson Raphaelson', 'James Warner Bellah', 'Ivan Moffat', 'James Edward Grant', 'Gillian Slovo', 'Michael Winner', 'Richard Alan Simmons', 'Margaret Fitts', 'Philip Yordan', 'Joe Eszterhas', 'Alberto Moravia', 'Cesare Zavattini', 'Mark Steven Johnson', 'Tinto Brass', 'Faith Baldwin', 'Anita Loos', 'Richard Sale', 'Lawrence Hazard', 'Fredric M. Frank', 'Edgar Selwyn', 'Rita Weiman', 'Paul Morrissey', 'Jules Furthman', 'James Norman Hall', 'Silvia Richards', 'Charles Nordhoff', 'Ronald Millar', 'Edoardo Ponti', 'James Kevin McGuinness', 'Joseph L. Mankiewicz', 'John Lee Mahin', 'Thomas B. Allen', 'Tahmineh Milani']]
Predicted Ans:    George Froeschel
Predicted Path:   It Started in Naples --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Betrayed --[written_by]--> George Froeschel
Path (Raw):       It Started in Naples --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Betrayed --[written_by]--> George Froeschel
Neg LogProb(↓):   0.588092
Path Entropy(↓):  1.819308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the hustler starred who
Start Entity:     The Hustler
Gold Answer:      [['Van Heflin', 'Kate Winslet', 'Gary Cooper', 'Anthony Hopkins', 'Peter Fonda', 'Sean Penn', 'Joan Collins', 'Warren Beatty', 'Jean Seberg', 'Broderick Crawford', 'Lilli Palmer', 'Anne Revere', 'Hazel Brooks', 'Tab Hunter', 'Kim Hunter', 'John Garfield', 'Rita Hayworth', 'Jude Law', 'Richard Burton', 'Joan Fontaine', 'Dorothy Dandridge', 'James Mason']]
Predicted Ans:    Paul Newman
Predicted Path:   The Hustler --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[starred_actors]--> Paul Newman
Path (Raw):       The Hustler --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.919657
Path Entropy(↓):  1.856204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the writer of 13 ghosts starred who
Start Entity:     13 Ghosts
Gold Answer:      [['Andra Martin', 'Patricia Breslin', 'Geoffrey Rush', 'Eugenie Leontovich', 'Jim Backus', 'Alan Bunce', 'Glenn Corbett', 'Taye Diggs', 'Darryl Hickman', 'Jacqueline Scott', "Edmond O'Brien", 'Christine White', 'Patricia Cutts', 'Judith Evelyn', 'James Garner', 'William Prince', 'Famke Janssen', 'Vincent Price']]
Predicted Ans:    Jim Backus
Predicted Path:   13 Ghosts --[written_by]--> Robb White --[(INV) written_by]--> Macabre --[starred_actors]--> Jim Backus
Path (Raw):       13 Ghosts --[written_by]--> Robb White --[(INV) written_by]--> Macabre --[starred_actors]--> Jim Backus
Neg LogProb(↓):   0.162076
Path Entropy(↓):  0.661643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the railway children
Start Entity:     The Railway Children
Gold Answer:      [['1963', '1965', '1953', '1935']]
Predicted Ans:    1963
Predicted Path:   The Railway Children --[starred_actors]--> Bernard Cribbins --[(INV) starred_actors]--> The Wrong Arm of the Law --[release_year]--> 1963
Path (Raw):       The Railway Children --[starred_actors]--> Bernard Cribbins --[(INV) starred_actors]--> The Wrong Arm of the Law --[release_year]--> 1963
Neg LogProb(↓):   0.082530
Path Entropy(↓):  0.359897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with scott cohen
Start Entity:     Scott Cohen
Gold Answer:      [['Don Johnson', 'Natalie Portman', 'Cameron Diaz', 'Lisa Kudrow', 'Leslie Mann', 'Charlie Tahan']]
Predicted Ans:    Don Johnson
Predicted Path:   Scott Cohen --[(INV) starred_actors]--> The Other Woman --[starred_actors]--> Don Johnson
Path (Raw):       Scott Cohen --[No Operation]--> Scott Cohen --[(INV) starred_actors]--> The Other Woman --[starred_actors]--> Don Johnson
Neg LogProb(↓):   0.575285
Path Entropy(↓):  1.029116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by emmanuel mouret fall under
Start Entity:     Emmanuel Mouret
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Emmanuel Mouret --[(INV) starred_actors]--> Shall We Kiss? --[has_genre]--> Comedy
Path (Raw):       Emmanuel Mouret --[No Operation]--> Emmanuel Mouret --[(INV) starred_actors]--> Shall We Kiss? --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of beyond tomorrow
Start Entity:     Beyond Tomorrow
Gold Answer:      [['Murders in the Zoo', 'International House', 'Mr. Robinson Crusoe']]
Predicted Ans:    International House
Predicted Path:   Beyond Tomorrow --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> International House
Path (Raw):       Beyond Tomorrow --[No Operation]--> Beyond Tomorrow --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> International House
Neg LogProb(↓):   0.530111
Path Entropy(↓):  1.194457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by tom engelman
Start Entity:     Tom Engelman
Gold Answer:      [['Lara Flynn Boyle', 'Timothy Hutton']]
Predicted Ans:    Timothy Hutton
Predicted Path:   Tom Engelman --[(INV) written_by]--> The Temp --[starred_actors]--> Timothy Hutton
Path (Raw):       Tom Engelman --[No Operation]--> Tom Engelman --[(INV) written_by]--> The Temp --[starred_actors]--> Timothy Hutton
Neg LogProb(↓):   0.000167
Path Entropy(↓):  0.001617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did stephen merchant write
Start Entity:     Stephen Merchant
Gold Answer:      [['Cemetery Junction']]
Predicted Ans:    Cemetery Junction
Predicted Path:   Stephen Merchant --[(INV) written_by]--> Cemetery Junction --[written_by]--> Stephen Merchant --[(INV) written_by]--> Cemetery Junction
Path (Raw):       Stephen Merchant --[(INV) written_by]--> Cemetery Junction --[written_by]--> Stephen Merchant --[(INV) written_by]--> Cemetery Junction
Neg LogProb(↓):   0.000454
Path Entropy(↓):  0.003945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by james marsh in
Start Entity:     James Marsh
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   James Marsh --[(INV) written_by]--> The King --[has_genre]--> Drama
Path (Raw):       James Marsh --[No Operation]--> James Marsh --[(INV) written_by]--> The King --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by maria cina were released in which years
Start Entity:     Maria Cina
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Maria Cina --[(INV) starred_actors]--> April's Shower --[release_year]--> 2003
Path (Raw):       Maria Cina --[No Operation]--> Maria Cina --[(INV) starred_actors]--> April's Shower --[release_year]--> 2003
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor douglas smith starred together with who
Start Entity:     Douglas Smith
Gold Answer:      [['David Keith', 'Mel Harris', 'Leighton Meester']]
Predicted Ans:    Mel Harris
Predicted Path:   Douglas Smith --[(INV) starred_actors]--> Hangman's Curse --[starred_actors]--> Mel Harris
Path (Raw):       Douglas Smith --[No Operation]--> Douglas Smith --[(INV) starred_actors]--> Hangman's Curse --[starred_actors]--> Mel Harris
Neg LogProb(↓):   0.191393
Path Entropy(↓):  0.635938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by felix van groeningen
Start Entity:     Felix van Groeningen
Gold Answer:      [['Valentijn Dhaenens', 'Kenneth Vanbaeden', 'Koen De Graeve', 'Wouter Hendrickx', 'Johan Heldenbergh', 'Veerle Baetens', 'Nell Cattrysse']]
Predicted Ans:    Wouter Hendrickx
Predicted Path:   Felix van Groeningen --[(INV) directed_by]--> The Misfortunates --[starred_actors]--> Wouter Hendrickx
Path (Raw):       Felix van Groeningen --[No Operation]--> Felix van Groeningen --[(INV) directed_by]--> The Misfortunates --[starred_actors]--> Wouter Hendrickx
Neg LogProb(↓):   0.219830
Path Entropy(↓):  0.672164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of everlasting moments starred who
Start Entity:     Everlasting Moments
Gold Answer:      [['Eddie Axberg', 'Ghita Nørby', 'Max von Sydow', 'Liv Ullmann']]
Predicted Ans:    Mikael Persbrandt
Predicted Path:   Everlasting Moments --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[starred_actors]--> Mikael Persbrandt
Path (Raw):       Everlasting Moments --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[starred_actors]--> Mikael Persbrandt
Neg LogProb(↓):   0.221448
Path Entropy(↓):  0.792719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did adrian zmed star in
Start Entity:     Adrian Zmed
Gold Answer:      [['Bachelor Party']]
Predicted Ans:    Bachelor Party
Predicted Path:   Adrian Zmed --[(INV) starred_actors]--> Bachelor Party --[starred_actors]--> Adrian Zmed --[(INV) starred_actors]--> Bachelor Party
Path (Raw):       Adrian Zmed --[(INV) starred_actors]--> Bachelor Party --[starred_actors]--> Adrian Zmed --[(INV) starred_actors]--> Bachelor Party
Neg LogProb(↓):   0.000083
Path Entropy(↓):  0.000935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by kat candler fall under
Start Entity:     Kat Candler
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kat Candler --[(INV) written_by]--> Hellion --[has_genre]--> Drama
Path (Raw):       Kat Candler --[No Operation]--> Kat Candler --[(INV) written_by]--> Hellion --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by steven knight
Start Entity:     Steven Knight
Gold Answer:      [['Charlotte Le Bon', 'Manish Dayal', 'Tom Hardy', 'Andrew Scott', 'Olivia Colman', 'Ruth Wilson', 'Helen Mirren', 'Om Puri']]
Predicted Ans:    Helen Mirren
Predicted Path:   Steven Knight --[(INV) written_by]--> The Hundred-Foot Journey --[starred_actors]--> Helen Mirren
Path (Raw):       Steven Knight --[No Operation]--> Steven Knight --[(INV) written_by]--> The Hundred-Foot Journey --[starred_actors]--> Helen Mirren
Neg LogProb(↓):   0.558882
Path Entropy(↓):  0.740262
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does big momma's house 2 fall under
Start Entity:     Big Momma's House 2
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Big Momma's House 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Big Momma's House 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.105049
Path Entropy(↓):  4.545512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film smilin'through were in which genres
Start Entity:     Smilin' Through
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Adventure', 'Mystery', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Smilin' Through --[written_by]--> Jane Murfin --[(INV) written_by]--> Come and Get It --[has_genre]--> Drama
Path (Raw):       Smilin' Through --[written_by]--> Jane Murfin --[(INV) written_by]--> Come and Get It --[has_genre]--> Drama
Neg LogProb(↓):   0.717066
Path Entropy(↓):  1.592970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the cowboy way
Start Entity:     The Cowboy Way
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1977', '1998', '1939', '2009', '2010', '2004', '1973', '1994', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1987']]
Predicted Ans:    1999
Predicted Path:   The Cowboy Way --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[release_year]--> 1999
Path (Raw):       The Cowboy Way --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[release_year]--> 1999
Neg LogProb(↓):   1.301792
Path Entropy(↓):  2.253764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by bruce geller
Start Entity:     Bruce Geller
Gold Answer:      [['Ronald Austin']]
Predicted Ans:    Ronald Austin
Predicted Path:   Bruce Geller --[(INV) directed_by]--> Harry in Your Pocket --[written_by]--> Ronald Austin
Path (Raw):       Bruce Geller --[No Operation]--> Bruce Geller --[(INV) directed_by]--> Harry in Your Pocket --[written_by]--> Ronald Austin
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by next friday actors
Start Entity:     Next Friday
Gold Answer:      [['John Schultz', 'Walter Hill', 'Tim Story', 'Philippe Caland', 'David O. Russell', 'Steve Carr', 'Darrell Roodt', "Matthew O'Callaghan", 'Todd Wilderman', 'Kevin Bray', 'Luis Llosa', 'Joel Schumacher', 'John Carpenter', 'Salim Akil', 'David E. Talbert', 'Joseph Kahn', 'Marcus Raboy', 'Fred Durst', 'Brian Levant', 'F. Gary Gray', 'Tengiz Abuladze']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   Next Friday --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[directed_by]--> Tengiz Abuladze
Path (Raw):       Next Friday --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[directed_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.112363
Path Entropy(↓):  0.493801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about david koepp
Start Entity:     david koepp
Gold Answer:      [['Ghost Town', 'Premium Rush', 'Stir of Echoes', 'Secret Window']]
Predicted Ans:    Ghost Town
Predicted Path:   david koepp --[(INV) has_tags]--> Ghost Town --[has_tags]--> david koepp --[(INV) has_tags]--> Ghost Town
Path (Raw):       david koepp --[(INV) has_tags]--> Ghost Town --[has_tags]--> david koepp --[(INV) has_tags]--> Ghost Town
Neg LogProb(↓):   0.102783
Path Entropy(↓):  0.391933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie blood on the moon
Start Entity:     Blood on the Moon
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Blood on the Moon --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       Blood on the Moon --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   1.439054
Path Entropy(↓):  2.380386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by rae dawn chong
Start Entity:     Rae Dawn Chong
Gold Answer:      [['Mark L. Lester', 'John McNaughton', 'Steve Miner', 'John Badham']]
Predicted Ans:    John Badham
Predicted Path:   Rae Dawn Chong --[(INV) starred_actors]--> American Flyers --[directed_by]--> John Badham
Path (Raw):       Rae Dawn Chong --[No Operation]--> Rae Dawn Chong --[(INV) starred_actors]--> American Flyers --[directed_by]--> John Badham
Neg LogProb(↓):   0.147025
Path Entropy(↓):  0.545550
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by kristin booth released
Start Entity:     Kristin Booth
Gold Answer:      [['2011', '2003']]
Predicted Ans:    2011
Predicted Path:   Kristin Booth --[(INV) starred_actors]--> Cloudburst --[release_year]--> 2011
Path (Raw):       Kristin Booth --[No Operation]--> Kristin Booth --[(INV) starred_actors]--> Cloudburst --[release_year]--> 2011
Neg LogProb(↓):   0.038275
Path Entropy(↓):  0.160132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by michael richards were in which genres
Start Entity:     Michael Richards
Gold Answer:      [['Adventure', 'Comedy', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Michael Richards --[(INV) starred_actors]--> David Copperfield --[has_genre]--> Adventure
Path (Raw):       Michael Richards --[No Operation]--> Michael Richards --[(INV) starred_actors]--> David Copperfield --[has_genre]--> Adventure
Neg LogProb(↓):   0.151306
Path Entropy(↓):  0.463267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did tom provost write the story for
Start Entity:     Tom Provost
Gold Answer:      [['The Presence']]
Predicted Ans:    The Presence
Predicted Path:   Tom Provost --[(INV) written_by]--> The Presence --[written_by]--> Tom Provost --[(INV) written_by]--> The Presence
Path (Raw):       Tom Provost --[(INV) written_by]--> The Presence --[written_by]--> Tom Provost --[(INV) written_by]--> The Presence
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in autumn sonata
Start Entity:     Autumn Sonata
Gold Answer:      [['1946', '1954', '1944', '1920', '1941', '1968', '2009', '1973', '1956', '1931', '1943', '1976', '1948', '1972', '1971', '1990', '1940', '1938', '1942', '2012', '1961', '2011', '1964', '1997', '1966', '1950', '1952', '1945', '1969', '1937', '1958']]
Predicted Ans:    2012
Predicted Path:   Autumn Sonata --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Path (Raw):       Autumn Sonata --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Neg LogProb(↓):   0.568485
Path Entropy(↓):  1.527780
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of scoot mcnairy starred movies
Start Entity:     Scoot McNairy
Gold Answer:      [['2014', '2010']]
Predicted Ans:    2014
Predicted Path:   Scoot McNairy --[(INV) starred_actors]--> Non-Stop --[release_year]--> 2014
Path (Raw):       Scoot McNairy --[No Operation]--> Scoot McNairy --[(INV) starred_actors]--> Non-Stop --[release_year]--> 2014
Neg LogProb(↓):   0.059446
Path Entropy(↓):  0.220628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by richard elfman
Start Entity:     Richard Elfman
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Richard Elfman --[(INV) directed_by]--> Forbidden Zone --[has_genre]--> Comedy
Path (Raw):       Richard Elfman --[No Operation]--> Richard Elfman --[(INV) directed_by]--> Forbidden Zone --[has_genre]--> Comedy
Neg LogProb(↓):   0.000159
Path Entropy(↓):  0.001553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie madame bovary were in which languages
Start Entity:     Madame Bovary
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Madame Bovary --[written_by]--> Robert Ardrey --[(INV) written_by]--> Madame Bovary --[in_language]--> French
Path (Raw):       Madame Bovary --[written_by]--> Robert Ardrey --[(INV) written_by]--> Madame Bovary --[in_language]--> French
Neg LogProb(↓):   0.022282
Path Entropy(↓):  0.115029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in 13 going on 30
Start Entity:     13 Going on 30
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   13 Going on 30 --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[has_genre]--> Comedy
Path (Raw):       13 Going on 30 --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[has_genre]--> Comedy
Neg LogProb(↓):   0.976168
Path Entropy(↓):  1.636220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by garson kanin were in which genres
Start Entity:     Garson Kanin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Garson Kanin --[(INV) directed_by]--> Bachelor Mother --[has_genre]--> Comedy
Path (Raw):       Garson Kanin --[No Operation]--> Garson Kanin --[(INV) directed_by]--> Bachelor Mother --[has_genre]--> Comedy
Neg LogProb(↓):   0.000647
Path Entropy(↓):  0.005400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by arthur c. clarke were released in which years
Start Entity:     Arthur C. Clarke
Gold Answer:      [['1984']]
Predicted Ans:    Monga
Predicted Path:   Arthur C. Clarke --[(INV) written_by]--> 2010 --[(INV) release_year]--> Monga
Path (Raw):       Arthur C. Clarke --[No Operation]--> Arthur C. Clarke --[(INV) written_by]--> 2010 --[(INV) release_year]--> Monga
Neg LogProb(↓):   1.315156
Path Entropy(↓):  2.540848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did fernando cayo star in
Start Entity:     Fernando Cayo
Gold Answer:      [['The Orphanage']]
Predicted Ans:    The Orphanage
Predicted Path:   Fernando Cayo --[(INV) starred_actors]--> The Orphanage --[starred_actors]--> Fernando Cayo --[(INV) starred_actors]--> The Orphanage
Path (Raw):       Fernando Cayo --[(INV) starred_actors]--> The Orphanage --[starred_actors]--> Fernando Cayo --[(INV) starred_actors]--> The Orphanage
Neg LogProb(↓):   0.117403
Path Entropy(↓):  0.356362
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the corsican brothers actors
Start Entity:     The Corsican Brothers
Gold Answer:      [['Sam Wood', 'Anthony Quinn', 'Frank Ryan', 'Edward Dmytryk', 'Cecil B. DeMille', 'Lewis Milestone', 'Preston Sturges']]
Predicted Ans:    Frank Ryan
Predicted Path:   The Corsican Brothers --[starred_actors]--> Akim Tamiroff --[(INV) starred_actors]--> Can't Help Singing --[directed_by]--> Frank Ryan
Path (Raw):       The Corsican Brothers --[starred_actors]--> Akim Tamiroff --[(INV) starred_actors]--> Can't Help Singing --[directed_by]--> Frank Ryan
Neg LogProb(↓):   0.702536
Path Entropy(↓):  1.019905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of star trek
Start Entity:     Star Trek
Gold Answer:      [['Marc Webb', 'Alex Kurtzman', 'Roger Vadim', 'Michael Bay']]
Predicted Ans:    Alex Kurtzman
Predicted Path:   Star Trek --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[directed_by]--> Alex Kurtzman
Path (Raw):       Star Trek --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[directed_by]--> Alex Kurtzman
Neg LogProb(↓):   0.065314
Path Entropy(↓):  0.309327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie wolves
Start Entity:     Wolves
Gold Answer:      [['Documentary', 'Short']]
Predicted Ans:    Documentary
Predicted Path:   Wolves --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Wolves --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.539580
Path Entropy(↓):  4.059326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by david forrest
Start Entity:     David Forrest
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   David Forrest --[(INV) written_by]--> One of Our Dinosaurs Is Missing --[release_year]--> 1975
Path (Raw):       David Forrest --[No Operation]--> David Forrest --[(INV) written_by]--> One of Our Dinosaurs Is Missing --[release_year]--> 1975
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by jeremy leven
Start Entity:     Jeremy Leven
Gold Answer:      [['Ivan Passer', 'Eriq La Salle']]
Predicted Ans:    Jeremy Leven
Predicted Path:   Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle --[directed_by]--> Jeremy Leven
Path (Raw):       Jeremy Leven --[No Operation]--> Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle --[directed_by]--> Jeremy Leven
Neg LogProb(↓):   0.411888
Path Entropy(↓):  0.886042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are movie co - directors of luchino visconti
Start Entity:     Luchino Visconti
Gold Answer:      [['Mario Monicelli', 'Federico Fellini', 'René Clément', 'Orson Welles', 'Vittorio De Sica']]
Predicted Ans:    Luchino Visconti
Predicted Path:   Luchino Visconti --[(INV) directed_by]--> Conversation Piece --[directed_by]--> Luchino Visconti
Path (Raw):       Luchino Visconti --[No Operation]--> Luchino Visconti --[(INV) directed_by]--> Conversation Piece --[directed_by]--> Luchino Visconti
Neg LogProb(↓):   1.503497
Path Entropy(↓):  2.062114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in robert guediguian directed movies
Start Entity:     Robert Guédiguian
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[in_language]--> French
Path (Raw):       Robert Guédiguian --[No Operation]--> Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[in_language]--> French
Neg LogProb(↓):   0.231709
Path Entropy(↓):  0.509902
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by ann wedgeworth in
Start Entity:     Ann Wedgeworth
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Ann Wedgeworth --[(INV) starred_actors]--> Sweet Dreams --[has_genre]--> Music
Path (Raw):       Ann Wedgeworth --[No Operation]--> Ann Wedgeworth --[(INV) starred_actors]--> Sweet Dreams --[has_genre]--> Music
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor elizabeth reaser starred together with who
Start Entity:     Elizabeth Reaser
Gold Answer:      [['Lois Smith']]
Predicted Ans:    Elizabeth Reaser
Predicted Path:   Elizabeth Reaser --[(INV) starred_actors]--> Sweet Land --[starred_actors]--> Elizabeth Reaser
Path (Raw):       Elizabeth Reaser --[No Operation]--> Elizabeth Reaser --[(INV) starred_actors]--> Sweet Land --[starred_actors]--> Elizabeth Reaser
Neg LogProb(↓):   0.170031
Path Entropy(↓):  0.433586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe we are what we are in a few words
Start Entity:     We Are What We Are
Gold Answer:      [['horror']]
Predicted Ans:    horror
Predicted Path:   We Are What We Are --[has_tags]--> horror --[(INV) has_tags]--> Devour --[has_tags]--> horror
Path (Raw):       We Are What We Are --[has_tags]--> horror --[(INV) has_tags]--> Devour --[has_tags]--> horror
Neg LogProb(↓):   0.651858
Path Entropy(↓):  0.699733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by kicking and screaming actors
Start Entity:     Kicking and Screaming
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Kicking and Screaming --[starred_actors]--> Josh Hamilton --[(INV) starred_actors]--> Alive --[in_language]--> Japanese
Path (Raw):       Kicking and Screaming --[starred_actors]--> Josh Hamilton --[(INV) starred_actors]--> Alive --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film calvaire were released in which years
Start Entity:     Calvaire
Gold Answer:      [['2003', '2005']]
Predicted Ans:    2005
Predicted Path:   Calvaire --[starred_actors]--> Laurent Lucas --[(INV) starred_actors]--> Lemming --[release_year]--> 2005
Path (Raw):       Calvaire --[starred_actors]--> Laurent Lucas --[(INV) starred_actors]--> Lemming --[release_year]--> 2005
Neg LogProb(↓):   0.000982
Path Entropy(↓):  0.008904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in after. life
Start Entity:     After.Life
Gold Answer:      [['Robert Wise', 'Eric Blakeney', 'Nick Ormerod', 'Jan de Bont', 'Declan Donnellan', 'Richard Eyre', 'Paul Haggis', 'Patty Jenkins', 'Lesli Linka Glatter', 'Scott Frank', 'Scott Marshall', 'Graeme Clifford', 'Jamie Travis', 'Rob McKittrick', 'John Madden', 'Michael Apted', 'Buddy Van Horn', 'Christopher Nolan', 'David Seltzer', 'Simon Brand', 'Don Roos', 'Erik Skjoldbjærg', 'Jonathan Liebesman', 'Ken Annakin', 'Sally Potter', 'Greg MacGillivray', 'Seth MacFarlane', 'Joe Carnahan', 'Nanette Burstein', 'Simon Moore', 'Sarah Spillane', 'Leonard Nimoy', 'Kat Coiro', 'John Waters', 'Pierre Morel', 'Morgan J. Freeman', 'Neil Jordan', 'Sam Raimi', 'Bill Condon', 'Brian Gilbert', 'Kevin Smith', 'Atom Egoyan', 'Steven Spielberg', 'Olivier Megaton', 'Richard Pearce', 'Ted Koland', 'Vincent Gallo', 'Jamie Linden', 'Peter Yates', 'Stephen Hopkins', 'Peter Lepeniotis', 'Ben Gluck', 'Anthony Bell', 'Tim Burton', 'Mark Griffiths', 'Craig Brewer', 'Bob Spiers', 'David Von Ancken', 'Anthony Abrams', 'Barbet Schroeder', 'Adam Larson Broder', 'John Irvin', 'Sam Esmail', 'Cheryl Hines']]
Predicted Ans:    John Irvin
Predicted Path:   After.Life --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> John Irvin
Path (Raw):       After.Life --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> John Irvin
Neg LogProb(↓):   1.128205
Path Entropy(↓):  2.327147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of tarik lowe starred movies
Start Entity:     Tarik Lowe
Gold Answer:      [['Daniel Schechter']]
Predicted Ans:    Daniel Schechter
Predicted Path:   Tarik Lowe --[(INV) starred_actors]--> Supporting Characters --[directed_by]--> Daniel Schechter
Path (Raw):       Tarik Lowe --[No Operation]--> Tarik Lowe --[(INV) starred_actors]--> Supporting Characters --[directed_by]--> Daniel Schechter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by jack higgins
Start Entity:     Jack Higgins
Gold Answer:      [['Donald Sutherland', 'Alan Bates', 'Mickey Rourke', 'Robert Mitchum', 'Robert Duvall', 'Bob Hoskins', 'Michael Caine', 'Frank Langella', 'Jenny Agutter', 'Rita Hayworth']]
Predicted Ans:    Mickey Rourke
Predicted Path:   Jack Higgins --[(INV) written_by]--> A Prayer for the Dying --[starred_actors]--> Mickey Rourke
Path (Raw):       Jack Higgins --[No Operation]--> Jack Higgins --[(INV) written_by]--> A Prayer for the Dying --[starred_actors]--> Mickey Rourke
Neg LogProb(↓):   0.025906
Path Entropy(↓):  0.141642
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of joan lindsay
Start Entity:     Joan Lindsay
Gold Answer:      [['Cliff Green']]
Predicted Ans:    Joan Lindsay
Predicted Path:   Joan Lindsay --[(INV) written_by]--> Picnic at Hanging Rock --[written_by]--> Joan Lindsay
Path (Raw):       Joan Lindsay --[No Operation]--> Joan Lindsay --[(INV) written_by]--> Picnic at Hanging Rock --[written_by]--> Joan Lindsay
Neg LogProb(↓):   0.002122
Path Entropy(↓):  0.015327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed shattered image
Start Entity:     Shattered Image
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Shattered Image --[directed_by]--> Raoul Ruiz --[(INV) directed_by]--> Klimt --[in_language]--> English
Path (Raw):       Shattered Image --[directed_by]--> Raoul Ruiz --[(INV) directed_by]--> Klimt --[in_language]--> English
Neg LogProb(↓):   0.615779
Path Entropy(↓):  0.691688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by predestination actors
Start Entity:     Predestination
Gold Answer:      [['John Gielgud', 'Brian Goodman', 'Michael Almereyda', 'Mike Newell', 'Andrew Niccol', 'Alfonso Cuarón', 'James DeMonaco', 'Franco Zeffirelli', 'Frank Marshall', 'David Lean', 'Kevin Greutert', 'Kenneth Branagh', 'Richard Linklater', 'Randal Kleiser', 'Antoine Fuqua', 'Grigori Kozintsev', 'Jonathan Wacks', 'Frank Whaley', 'Courtney Solomon', 'Joe Dante', 'John Carpenter', 'Peter Templeman', 'Laurence Olivier', 'Lucio Fulci', 'Sidney Lumet', 'Ben Stiller', 'Scott Derrickson', 'Tony Richardson', 'Keith Gordon']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Predestination --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       Predestination --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   1.336872
Path Entropy(↓):  1.976359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film inferno released
Start Entity:     Inferno
Gold Answer:      [['1953']]
Predicted Ans:    1980
Predicted Path:   Inferno --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Inferno --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   2.463432
Path Entropy(↓):  4.111084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film the getaway
Start Entity:     The Getaway
Gold Answer:      [['Roger Donaldson', 'David Zelag Goodman', 'Marc Norman', 'Dick Clement', 'Ian La Frenais', 'Robert Bolt', 'Harry Julian Fink', 'Robert Ludlum', 'Robert Syd Hopkins', 'Stirling Silliphant', 'Walon Green', 'Roy N. Sickner', 'Rod Lurie', 'Gordon Williams', 'Richard Hough', 'Karl Gajdusek', 'Michael Finch', 'Bill Granger', 'Sam Peckinpah', 'Heywood Gould', 'Daniel Pyne']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Getaway --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       The Getaway --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   0.390539
Path Entropy(↓):  1.014812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of funny people
Start Entity:     Funny People
Gold Answer:      [['Judd Apatow', 'Steve Carell']]
Predicted Ans:    Judd Apatow
Predicted Path:   Funny People --[directed_by]--> Judd Apatow --[(INV) directed_by]--> Knocked Up --[written_by]--> Judd Apatow
Path (Raw):       Funny People --[directed_by]--> Judd Apatow --[(INV) directed_by]--> Knocked Up --[written_by]--> Judd Apatow
Neg LogProb(↓):   0.172074
Path Entropy(↓):  0.548152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jeffrey friedman was the director on which movies
Start Entity:     Jeffrey Friedman
Gold Answer:      [['Paragraph 175', 'Lovelace', 'The Celluloid Closet', 'Howl']]
Predicted Ans:    Paragraph 175
Predicted Path:   Jeffrey Friedman --[(INV) directed_by]--> Paragraph 175 --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175
Path (Raw):       Jeffrey Friedman --[(INV) directed_by]--> Paragraph 175 --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175
Neg LogProb(↓):   1.287129
Path Entropy(↓):  2.414974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by vir das
Start Entity:     Vir Das
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Vir Das --[(INV) starred_actors]--> Delhi Belly --[in_language]--> Hindi
Path (Raw):       Vir Das --[No Operation]--> Vir Das --[(INV) starred_actors]--> Delhi Belly --[in_language]--> Hindi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of mr. destiny
Start Entity:     Mr. Destiny
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Mr. Destiny --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Mr. Destiny --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   1.820055
Path Entropy(↓):  3.631565
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of flawless also wrote which films
Start Entity:     Flawless
Gold Answer:      [['Shuttle', 'The Wiz', "St. Elmo's Fire", 'Car Wash', 'They Live by Night', 'The Phantom of the Opera', 'D.C. Cab', 'Thieves Like Us']]
Predicted Ans:    St. Elmo's Fire
Predicted Path:   Flawless --[written_by]--> Joel Schumacher --[(INV) written_by]--> St. Elmo's Fire
Path (Raw):       Flawless --[written_by]--> Joel Schumacher --[(INV) written_by]--> St. Elmo's Fire --[No Operation]--> St. Elmo's Fire
Neg LogProb(↓):   0.181213
Path Entropy(↓):  0.488092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the last temptation of christ were released in which years
Start Entity:     The Last Temptation of Christ
Gold Answer:      [['1980', '1993', '2006', '1985', '1967', '1974', '1977', '2010', '2004', '1982', '1973', '1995', '1976', '1972', '2001', '1990', '1989', '2002', '2011', '2013', '1962', '1934', '1978', '1997', '1991', '1999', '1986']]
Predicted Ans:    2001
Predicted Path:   The Last Temptation of Christ --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[release_year]--> 2001
Path (Raw):       The Last Temptation of Christ --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[release_year]--> 2001
Neg LogProb(↓):   1.073895
Path Entropy(↓):  1.775098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does rebecca balding star in
Start Entity:     Rebecca Balding
Gold Answer:      [['The Boogens']]
Predicted Ans:    The Boogens
Predicted Path:   Rebecca Balding --[(INV) starred_actors]--> The Boogens --[starred_actors]--> Jeff Harlan --[(INV) starred_actors]--> The Boogens
Path (Raw):       Rebecca Balding --[(INV) starred_actors]--> The Boogens --[starred_actors]--> Jeff Harlan --[(INV) starred_actors]--> The Boogens
Neg LogProb(↓):   0.006248
Path Entropy(↓):  0.037844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the prowler
Start Entity:     The Prowler
Gold Answer:      [['Van Heflin', 'Evelyn Keyes']]
Predicted Ans:    Evelyn Keyes
Predicted Path:   The Prowler --[starred_actors]--> Evelyn Keyes --[(INV) starred_actors]--> Here Comes Mr. Jordan --[starred_actors]--> Evelyn Keyes
Path (Raw):       The Prowler --[starred_actors]--> Evelyn Keyes --[(INV) starred_actors]--> Here Comes Mr. Jordan --[starred_actors]--> Evelyn Keyes
Neg LogProb(↓):   0.016150
Path Entropy(↓):  0.084655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by anthony russo
Start Entity:     Anthony Russo
Gold Answer:      [['You, Me and Dupree']]
Predicted Ans:    Welcome to Collinwood
Predicted Path:   Anthony Russo --[(INV) directed_by]--> You, Me and Dupree --[directed_by]--> Joe Russo --[(INV) directed_by]--> Welcome to Collinwood
Path (Raw):       Anthony Russo --[(INV) directed_by]--> You, Me and Dupree --[directed_by]--> Joe Russo --[(INV) directed_by]--> Welcome to Collinwood
Neg LogProb(↓):   0.314446
Path Entropy(↓):  0.828915
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the i know who killed me director
Start Entity:     I Know Who Killed Me
Gold Answer:      [['Lucky McKee', 'Chris Sivertson']]
Predicted Ans:    Lucky McKee
Predicted Path:   I Know Who Killed Me --[directed_by]--> Chris Sivertson --[(INV) directed_by]--> All Cheerleaders Die --[written_by]--> Lucky McKee
Path (Raw):       I Know Who Killed Me --[directed_by]--> Chris Sivertson --[(INV) directed_by]--> All Cheerleaders Die --[written_by]--> Lucky McKee
Neg LogProb(↓):   0.032956
Path Entropy(↓):  0.144326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the shout
Start Entity:     The Shout
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Shout --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       The Shout --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.247188
Path Entropy(↓):  3.686920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with douglas heyes
Start Entity:     Douglas Heyes
Gold Answer:      [['Alistair MacLean', 'Harry Julian Fink']]
Predicted Ans:    Alistair MacLean
Predicted Path:   Douglas Heyes --[(INV) written_by]--> Ice Station Zebra --[written_by]--> Alistair MacLean
Path (Raw):       Douglas Heyes --[No Operation]--> Douglas Heyes --[(INV) written_by]--> Ice Station Zebra --[written_by]--> Alistair MacLean
Neg LogProb(↓):   0.003163
Path Entropy(↓):  0.024292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor susan peters acted together with who
Start Entity:     Susan Peters
Gold Answer:      [['Greer Garson', 'Ronald Colman']]
Predicted Ans:    Ronald Colman
Predicted Path:   Susan Peters --[(INV) starred_actors]--> Random Harvest --[starred_actors]--> Ronald Colman
Path (Raw):       Susan Peters --[No Operation]--> Susan Peters --[(INV) starred_actors]--> Random Harvest --[starred_actors]--> Ronald Colman
Neg LogProb(↓):   0.238006
Path Entropy(↓):  0.516675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was caligula released
Start Entity:     Caligula
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Caligula --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       Caligula --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   2.075639
Path Entropy(↓):  3.362861
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the tall t
Start Entity:     The Tall T
Gold Answer:      [['1970', '1946', '1954', '1992', '1959', '1936', '1920', '1935', '1967', '1941', '1968', '1939', '1957', '1951', '1953', '1947', '1932', '1956', '1943', '1948', '1971', '1942', '1940', '1938', '2012', '1955', '1962', '1934', '1997', '1960', '1952', '1965', '1945', '1969', '1937', '1958']]
Predicted Ans:    1956
Predicted Path:   The Tall T --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       The Tall T --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   1.518395
Path Entropy(↓):  2.330489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in eternity and a day
Start Entity:     Eternity and a Day
Gold Answer:      [['Werner Herzog', 'Silvio Soldini', 'Theodoros Angelopoulos', 'Wim Wenders']]
Predicted Ans:    Werner Herzog
Predicted Path:   Eternity and a Day --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> Nosferatu the Vampyre --[directed_by]--> Werner Herzog
Path (Raw):       Eternity and a Day --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> Nosferatu the Vampyre --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.442219
Path Entropy(↓):  0.901911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with day night day night in
Start Entity:     Day Night Day Night
Gold Answer:      [['Georgian']]
Predicted Ans:    Julia Loktev
Predicted Path:   Day Night Day Night --[written_by]--> Julia Loktev --[(INV) written_by]--> Day Night Day Night --[directed_by]--> Julia Loktev
Path (Raw):       Day Night Day Night --[written_by]--> Julia Loktev --[(INV) written_by]--> Day Night Day Night --[directed_by]--> Julia Loktev
Neg LogProb(↓):   0.026376
Path Entropy(↓):  0.131928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie the 400 blows
Start Entity:     The 400 Blows
Gold Answer:      [['Albert Rémy', 'Claire Maurier']]
Predicted Ans:    Albert Rémy
Predicted Path:   The 400 Blows --[starred_actors]--> Albert Rémy --[(INV) starred_actors]--> The 400 Blows --[starred_actors]--> Albert Rémy
Path (Raw):       The 400 Blows --[starred_actors]--> Albert Rémy --[(INV) starred_actors]--> The 400 Blows --[starred_actors]--> Albert Rémy
Neg LogProb(↓):   0.053426
Path Entropy(↓):  0.243530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by bryan burrough were in which genres
Start Entity:     Bryan Burrough
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bryan Burrough --[(INV) written_by]--> Public Enemies --[has_genre]--> Drama
Path (Raw):       Bryan Burrough --[No Operation]--> Bryan Burrough --[(INV) written_by]--> Public Enemies --[has_genre]--> Drama
Neg LogProb(↓):   0.032859
Path Entropy(↓):  0.142736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of big sur
Start Entity:     Big Sur
Gold Answer:      [['The Astronaut Farmer', 'On the Road', 'Northfork', 'Jackpot', 'Twin Falls Idaho', 'Pull My Daisy']]
Predicted Ans:    On the Road
Predicted Path:   Big Sur --[written_by]--> Jack Kerouac --[(INV) written_by]--> On the Road
Path (Raw):       Big Sur --[written_by]--> Jack Kerouac --[(INV) written_by]--> On the Road --[No Operation]--> On the Road
Neg LogProb(↓):   0.209368
Path Entropy(↓):  0.700869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film casanova brown
Start Entity:     Casanova Brown
Gold Answer:      [['Sam Wood', 'George Cukor', 'William A. Seiter', 'Cecil B. DeMille', 'Fritz Lang', 'Lew Landers', 'Norman Taurog', 'Philip Dunne', 'Delmer Daves', 'James Cruze', 'Peter Markle', 'Michael Anderson', 'William A. Wellman', 'Rouben Mamoulian', 'Frank Borzage', 'Lewis Milestone', 'Billy Wilder', 'Henry Hathaway', 'Raoul Walsh', 'Karl Malden', 'Otto Preminger', 'Robert Aldrich', 'Dorothy Arzner', 'King Vidor', 'André De Toth', 'Anthony Mann', 'George Fitzmaurice', 'Henry King', 'Frank Capra', 'Howard Hawks', 'Ernst Lubitsch', 'Robert Rossen', 'Jeannot Szwarc', 'Stephen Roberts', 'Vincente Minnelli', 'Victor Fleming', 'Alfred Hitchcock', 'Peter Yates', 'Tim Burton', 'Jack Conway', 'H.C. Potter', 'Irving Reis', 'Andrew L. Stone', 'Fred Zinnemann', 'William Wyler', 'Charles Vidor', 'Josef von Sternberg', 'Norman Z. McLeod', 'Richard Boleslawski', 'H. Bruce Humberstone', 'Clarence Brown', 'Stuart Heisler']]
Predicted Ans:    Frank Borzage
Predicted Path:   Casanova Brown --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[directed_by]--> Frank Borzage
Path (Raw):       Casanova Brown --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.978689
Path Entropy(↓):  1.528594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did herve de crecy write
Start Entity:     Hervé de Crécy
Gold Answer:      [['Logorama']]
Predicted Ans:    Logorama
Predicted Path:   Hervé de Crécy --[(INV) written_by]--> Logorama --[written_by]--> Hervé de Crécy --[(INV) written_by]--> Logorama
Path (Raw):       Hervé de Crécy --[(INV) written_by]--> Logorama --[written_by]--> Hervé de Crécy --[(INV) written_by]--> Logorama
Neg LogProb(↓):   0.072968
Path Entropy(↓):  0.294421
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by karin fossum were in which languages
Start Entity:     Karin Fossum
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Karin Fossum --[(INV) written_by]--> The Girl by the Lake --[in_language]--> Italian
Path (Raw):       Karin Fossum --[No Operation]--> Karin Fossum --[(INV) written_by]--> The Girl by the Lake --[in_language]--> Italian
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by arno frisch were written by who
Start Entity:     Arno Frisch
Gold Answer:      [['Michael Haneke']]
Predicted Ans:    Michael Haneke
Predicted Path:   Arno Frisch --[(INV) starred_actors]--> Benny's Video --[written_by]--> Michael Haneke
Path (Raw):       Arno Frisch --[No Operation]--> Arno Frisch --[(INV) starred_actors]--> Benny's Video --[written_by]--> Michael Haneke
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the graduate fall under
Start Entity:     The Graduate
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Graduate --[written_by]--> Buck Henry --[(INV) written_by]--> Catch-22 --[has_genre]--> Comedy
Path (Raw):       The Graduate --[written_by]--> Buck Henry --[(INV) written_by]--> Catch-22 --[has_genre]--> Comedy
Neg LogProb(↓):   0.196287
Path Entropy(↓):  0.709119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the battle of china
Start Entity:     The Battle of China
Gold Answer:      [['Frank Capra']]
Predicted Ans:    Frank Capra
Predicted Path:   The Battle of China --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Path (Raw):       The Battle of China --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.606790
Path Entropy(↓):  1.368739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of betsy baker
Start Entity:     Betsy Baker
Gold Answer:      [['Bruce Campbell', 'Ellen Sandweiss']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Betsy Baker --[(INV) starred_actors]--> The Evil Dead --[starred_actors]--> Bruce Campbell
Path (Raw):       Betsy Baker --[No Operation]--> Betsy Baker --[(INV) starred_actors]--> The Evil Dead --[starred_actors]--> Bruce Campbell
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of in country
Start Entity:     In Country
Gold Answer:      [['Jean Reno', 'Denzel Washington', 'Marisa Tomei', 'Jon Hall', 'Gregory Peck', 'Cher', 'Faye Dunaway', 'Jane Fonda', 'Michael Caine', 'Burt Reynolds', 'Yvonne Elliman', 'Ted Neeley', 'Carl Anderson', 'Goldie Hawn', 'Robert Downey Jr.', 'Barry Dennen', 'Gérard Depardieu', 'Doris Day', 'Nicolas Cage', 'Haley Joel Osment', 'James Garner', 'Penelope Ann Miller', 'Rebecca Romijn', 'Rod Steiger', 'Tony Randall', 'Warren Oates', 'Sidney Poitier', 'Whoopi Goldberg', 'Bonnie Hunt', 'Pierce Brosnan', 'Anne Bancroft', 'Topol', 'Leonard Frey', 'Dorothy Lamour', 'Danny DeVito', 'LL Cool J', 'Meg Tilly', 'Arlene Francis', 'Adolph Caesar', 'Vincent Gardenia', 'Denis Leary', 'Rene Russo', 'Rock Hudson', 'Chris Klein', 'Steve McQueen', 'Mary Astor', 'Olympia Dukakis', 'C. Aubrey Smith']]
Predicted Ans:    Bruce Willis
Predicted Path:   In Country --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[starred_actors]--> Bruce Willis
Path (Raw):       In Country --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.093484
Path Entropy(↓):  0.439042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film city of joy were released in which years
Start Entity:     City of Joy
Gold Answer:      [['1995', '1998', '2000', '1989', '1973', '1999', '1926', '1986', '2011', '1984', '2007']]
Predicted Ans:    1926
Predicted Path:   City of Joy --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[release_year]--> 1926
Path (Raw):       City of Joy --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[release_year]--> 1926
Neg LogProb(↓):   0.640172
Path Entropy(↓):  1.346468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jack dean appeared in the same movie with who
Start Entity:     Jack Dean
Gold Answer:      [['Fannie Ward', 'Sessue Hayakawa']]
Predicted Ans:    Sessue Hayakawa
Predicted Path:   Jack Dean --[(INV) starred_actors]--> The Cheat --[starred_actors]--> Sessue Hayakawa
Path (Raw):       Jack Dean --[No Operation]--> Jack Dean --[(INV) starred_actors]--> The Cheat --[starred_actors]--> Sessue Hayakawa
Neg LogProb(↓):   0.151884
Path Entropy(↓):  0.437580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of scary movie 3 was who
Start Entity:     Scary Movie 3
Gold Answer:      [['David Zucker']]
Predicted Ans:    David Zucker
Predicted Path:   Scary Movie 3 --[directed_by]--> David Zucker --[(INV) directed_by]--> Scary Movie 4 --[directed_by]--> David Zucker
Path (Raw):       Scary Movie 3 --[directed_by]--> David Zucker --[(INV) directed_by]--> Scary Movie 4 --[directed_by]--> David Zucker
Neg LogProb(↓):   0.996444
Path Entropy(↓):  1.360277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by thorbjørn christoffersen
Start Entity:     Thorbjørn Christoffersen
Gold Answer:      [['Kresten Vestbjerg Andersen', 'Philip Einstein Lipski']]
Predicted Ans:    Philip Einstein Lipski
Predicted Path:   Thorbjørn Christoffersen --[(INV) directed_by]--> Ronal the Barbarian --[directed_by]--> Philip Einstein Lipski
Path (Raw):       Thorbjørn Christoffersen --[No Operation]--> Thorbjørn Christoffersen --[(INV) directed_by]--> Ronal the Barbarian --[directed_by]--> Philip Einstein Lipski
Neg LogProb(↓):   0.074882
Path Entropy(↓):  0.335962
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in murder in the first
Start Entity:     Murder in the First
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '1926', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Murder in the First --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Path (Raw):       Murder in the First --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Neg LogProb(↓):   1.612227
Path Entropy(↓):  1.761609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by george nolfi
Start Entity:     George Nolfi
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   George Nolfi --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Path (Raw):       George Nolfi --[No Operation]--> George Nolfi --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Neg LogProb(↓):   0.355445
Path Entropy(↓):  0.610141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director mathieu demy co - directed movies with who
Start Entity:     Mathieu Demy
Gold Answer:      [['Kevin Noland']]
Predicted Ans:    Kevin Noland
Predicted Path:   Mathieu Demy --[(INV) directed_by]--> Americano --[directed_by]--> Kevin Noland
Path (Raw):       Mathieu Demy --[No Operation]--> Mathieu Demy --[(INV) directed_by]--> Americano --[directed_by]--> Kevin Noland
Neg LogProb(↓):   0.006976
Path Entropy(↓):  0.041467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of a late quartet was
Start Entity:     A Late Quartet
Gold Answer:      [['Yaron Zilberman']]
Predicted Ans:    Yaron Zilberman
Predicted Path:   A Late Quartet --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> Watermarks --[directed_by]--> Yaron Zilberman
Path (Raw):       A Late Quartet --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> Watermarks --[directed_by]--> Yaron Zilberman
Neg LogProb(↓):   0.291375
Path Entropy(↓):  0.565386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by bopha! actors
Start Entity:     Bopha!
Gold Answer:      [['James Wan', 'Leigh Whannell', 'Chaz Thorne', 'Richard Conlin', 'Jim Kouf', 'Stephen Coonts', 'Jerzy Kawalerowicz', 'Lawrence Kasdan', 'Gene Quintano', 'Michel Gondry', 'Steve Oedekerk', 'John Thomas', 'Bill Condon', 'Alice Walker', 'Clement Virgo', 'Ben Gluck', 'Steve Moore', 'Tom Eyen', 'Herman Melville', 'Jim Cliffe', 'Melodie Krieger']]
Predicted Ans:    John Thomas
Predicted Path:   Bopha! --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[written_by]--> John Thomas
Path (Raw):       Bopha! --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[written_by]--> John Thomas
Neg LogProb(↓):   0.253808
Path Entropy(↓):  0.784752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by chain of fools actors
Start Entity:     Chain of Fools
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Chain of Fools --[starred_actors]--> Steve Zahn --[(INV) starred_actors]--> Sahara --[in_language]--> Italian
Path (Raw):       Chain of Fools --[starred_actors]--> Steve Zahn --[(INV) starred_actors]--> Sahara --[in_language]--> Italian
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does philip stone star in
Start Entity:     Philip Stone
Gold Answer:      [['The Baby of Mâcon']]
Predicted Ans:    The Baby of Mâcon
Predicted Path:   Philip Stone --[(INV) starred_actors]--> The Baby of Mâcon --[starred_actors]--> Philip Stone --[(INV) starred_actors]--> The Baby of Mâcon
Path (Raw):       Philip Stone --[(INV) starred_actors]--> The Baby of Mâcon --[starred_actors]--> Philip Stone --[(INV) starred_actors]--> The Baby of Mâcon
Neg LogProb(↓):   0.076908
Path Entropy(↓):  0.270096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is psycho beach party
Start Entity:     Psycho Beach Party
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Psycho Beach Party --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Psycho Beach Party --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.166512
Path Entropy(↓):  4.859670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film drug war starred which actors
Start Entity:     Drug War
Gold Answer:      [['Louis Koo']]
Predicted Ans:    Louis Koo
Predicted Path:   Drug War --[starred_actors]--> Louis Koo --[(INV) starred_actors]--> Drug War --[starred_actors]--> Louis Koo
Path (Raw):       Drug War --[starred_actors]--> Louis Koo --[(INV) starred_actors]--> Drug War --[starred_actors]--> Louis Koo
Neg LogProb(↓):   0.195211
Path Entropy(↓):  0.649097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film on moonlight bay
Start Entity:     On Moonlight Bay
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   On Moonlight Bay --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       On Moonlight Bay --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.847680
Path Entropy(↓):  1.284103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the matchmaker
Start Entity:     The Matchmaker
Gold Answer:      [['French', 'Greek']]
Predicted Ans:    French
Predicted Path:   The Matchmaker --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Bernie --[in_language]--> French
Path (Raw):       The Matchmaker --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Bernie --[in_language]--> French
Neg LogProb(↓):   0.003336
Path Entropy(↓):  0.022872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of millie
Start Entity:     Millie
Gold Answer:      [["Hell's Angels", 'Four Sons']]
Predicted Ans:    Hell's Angels
Predicted Path:   Millie --[starred_actors]--> James Hall --[(INV) starred_actors]--> Hell's Angels
Path (Raw):       Millie --[starred_actors]--> James Hall --[No Operation]--> James Hall --[(INV) starred_actors]--> Hell's Angels
Neg LogProb(↓):   0.234646
Path Entropy(↓):  0.646562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Allison anders was the director on which movies
Start Entity:     Allison Anders
Gold Answer:      [['Sugar Town', 'Grace of My Heart', 'Things Behind the Sun', 'Four Rooms', 'Border Radio']]
Predicted Ans:    Sugar Town
Predicted Path:   Allison Anders --[(INV) directed_by]--> Sugar Town --[directed_by]--> Kurt Voss --[(INV) directed_by]--> Sugar Town
Path (Raw):       Allison Anders --[(INV) directed_by]--> Sugar Town --[directed_by]--> Kurt Voss --[(INV) directed_by]--> Sugar Town
Neg LogProb(↓):   1.834395
Path Entropy(↓):  2.234184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by agnieszka holland were directed by who
Start Entity:     Agnieszka Holland
Gold Answer:      [['Yurek Bogayevicz']]
Predicted Ans:    Agnieszka Holland
Predicted Path:   Agnieszka Holland --[(INV) directed_by]--> In Darkness --[directed_by]--> Agnieszka Holland
Path (Raw):       Agnieszka Holland --[No Operation]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[directed_by]--> Agnieszka Holland
Neg LogProb(↓):   0.190765
Path Entropy(↓):  0.651773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by real steel actors release
Start Entity:     Real Steel
Gold Answer:      [['1995', '1998', '2000', '1946', '1934', '2009', '2001', '2008', '2004', '2006', '1935', '2012', '1958', '2013']]
Predicted Ans:    2008
Predicted Path:   Real Steel --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       Real Steel --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   0.546777
Path Entropy(↓):  1.478302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by rookie of the year actors
Start Entity:     Rookie of the Year
Gold Answer:      [['Fred Schepisi', 'Martin Guigui', 'Richard Donner', 'Andrew Davis', 'Dustin Hoffman', 'Kathryn Bigelow', 'Chris Weitz', 'Ernest R. Dickerson', 'Matthew Patrick', 'Stuart Rosenberg', 'Spike Lee', 'John Milius', 'Richard C. Sarafian', 'Ulu Grosbard', 'Steve Rash', 'John Badham']]
Predicted Ans:    Chris Weitz
Predicted Path:   Rookie of the Year --[starred_actors]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie --[directed_by]--> Chris Weitz
Path (Raw):       Rookie of the Year --[starred_actors]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie --[directed_by]--> Chris Weitz
Neg LogProb(↓):   0.090750
Path Entropy(↓):  0.308405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was leonard freeman the writer of
Start Entity:     Leonard Freeman
Gold Answer:      [["Hang 'Em High"]]
Predicted Ans:    Hang 'Em High
Predicted Path:   Leonard Freeman --[(INV) written_by]--> Hang 'Em High --[written_by]--> Leonard Freeman --[(INV) written_by]--> Hang 'Em High
Path (Raw):       Leonard Freeman --[(INV) written_by]--> Hang 'Em High --[written_by]--> Leonard Freeman --[(INV) written_by]--> Hang 'Em High
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by rowan atkinson
Start Entity:     Rowan Atkinson
Gold Answer:      [['1997', '1966', '1990', '2003', '2005', '1989', '2011', '2007']]
Predicted Ans:    1989
Predicted Path:   Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy --[release_year]--> 1989
Path (Raw):       Rowan Atkinson --[No Operation]--> Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy --[release_year]--> 1989
Neg LogProb(↓):   0.266756
Path Entropy(↓):  0.840010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the boob fall under
Start Entity:     The Boob
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Boob --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Caretakers --[has_genre]--> Drama
Path (Raw):       The Boob --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Caretakers --[has_genre]--> Drama
Neg LogProb(↓):   1.698477
Path Entropy(↓):  2.398953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what dark passage is about
Start Entity:     Dark Passage
Gold Answer:      [['delmer daves', 'noir', 'humphrey bogart', 'bd-r']]
Predicted Ans:    delmer daves
Predicted Path:   Dark Passage --[has_tags]--> delmer daves --[(INV) has_tags]--> The Last Wagon --[has_tags]--> delmer daves
Path (Raw):       Dark Passage --[has_tags]--> delmer daves --[(INV) has_tags]--> The Last Wagon --[has_tags]--> delmer daves
Neg LogProb(↓):   0.521880
Path Entropy(↓):  0.720770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the tales of hoffmann
Start Entity:     The Tales of Hoffmann
Gold Answer:      [['Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Emeric Pressburger
Predicted Path:   The Tales of Hoffmann --[written_by]--> Emeric Pressburger --[(INV) written_by]--> The Spy in Black --[written_by]--> Emeric Pressburger
Path (Raw):       The Tales of Hoffmann --[written_by]--> Emeric Pressburger --[(INV) written_by]--> The Spy in Black --[written_by]--> Emeric Pressburger
Neg LogProb(↓):   0.338031
Path Entropy(↓):  0.603145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by wilson collison
Start Entity:     Wilson Collison
Gold Answer:      [['Drama', 'Adventure', 'Mystery', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Wilson Collison --[(INV) written_by]--> Red Dust --[has_genre]--> Drama
Path (Raw):       Wilson Collison --[No Operation]--> Wilson Collison --[(INV) written_by]--> Red Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.695058
Path Entropy(↓):  0.708139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of moneyball also wrote which films
Start Entity:     Moneyball
Gold Answer:      [["Charlie Wilson's War", 'The Blind Side', 'A Few Good Men', "Schindler's List", 'The Girl with the Dragon Tattoo', "All the King's Men", 'Searching for Bobby Fischer', 'The Social Network', 'Jack the Bear', 'The American President', 'Malice', 'American Gangster', 'A Civil Action', 'Gangs of New York']]
Predicted Ans:    Searching for Bobby Fischer
Predicted Path:   Moneyball --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer
Path (Raw):       Moneyball --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[No Operation]--> Searching for Bobby Fischer
Neg LogProb(↓):   0.076237
Path Entropy(↓):  0.378664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the five pennies
Start Entity:     The Five Pennies
Gold Answer:      [['Romance', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Five Pennies --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Path (Raw):       The Five Pennies --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Neg LogProb(↓):   1.126011
Path Entropy(↓):  1.530382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed guilty as sin
Start Entity:     Guilty as Sin
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Guilty as Sin --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Path (Raw):       Guilty as Sin --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by john beck
Start Entity:     John Beck
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   John Beck --[(INV) starred_actors]--> The Other Side of Midnight --[release_year]--> 1977
Path (Raw):       John Beck --[No Operation]--> John Beck --[(INV) starred_actors]--> The Other Side of Midnight --[release_year]--> 1977
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is cashback in
Start Entity:     Cashback
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Cashback --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Path (Raw):       Cashback --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Neg LogProb(↓):   0.632754
Path Entropy(↓):  1.290471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did ismail merchant direct
Start Entity:     Ismail Merchant
Gold Answer:      [['The Proprietor', 'The Mystic Masseur', 'In Custody', 'Cotton Mary']]
Predicted Ans:    Cotton Mary
Predicted Path:   Ismail Merchant --[(INV) directed_by]--> Cotton Mary --[directed_by]--> Ismail Merchant --[(INV) directed_by]--> Cotton Mary
Path (Raw):       Ismail Merchant --[(INV) directed_by]--> Cotton Mary --[directed_by]--> Ismail Merchant --[(INV) directed_by]--> Cotton Mary
Neg LogProb(↓):   0.946975
Path Entropy(↓):  1.714159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of ip man
Start Entity:     Ip Man
Gold Answer:      [['Ip Man 2', 'Flash Point', 'Dragon Tiger Gate']]
Predicted Ans:    Ip Man
Predicted Path:   Ip Man --[directed_by]--> Wilson Yip --[(INV) directed_by]--> Ip Man
Path (Raw):       Ip Man --[No Operation]--> Ip Man --[directed_by]--> Wilson Yip --[(INV) directed_by]--> Ip Man
Neg LogProb(↓):   0.305831
Path Entropy(↓):  0.699691
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of ninja assassin is also the director of which movies
Start Entity:     Ninja Assassin
Gold Answer:      [['V for Vendetta', 'The Invasion', 'The Raven']]
Predicted Ans:    The Raven
Predicted Path:   Ninja Assassin --[directed_by]--> James McTeigue --[(INV) directed_by]--> The Raven
Path (Raw):       Ninja Assassin --[directed_by]--> James McTeigue --[(INV) directed_by]--> The Raven --[No Operation]--> The Raven
Neg LogProb(↓):   0.000359
Path Entropy(↓):  0.003480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of inglourious basterds
Start Entity:     Inglourious Basterds
Gold Answer:      [['Robert Forster', 'Christoph Waltz', 'Chris Penn', 'Juliette Lewis', 'Rosario Dawson', 'Tom Sizemore', 'Dennis Hopper', 'Harvey Keitel', 'Zoë Bell', 'Kerry Washington', 'John Travolta', 'Christian Slater', 'Patricia Arquette', 'Vanessa Ferlito', 'Michael Madsen', 'Kurt Russell', 'Pam Grier', 'Leonardo DiCaprio', 'Val Kilmer', 'Bridget Fonda', 'Tim Roth', 'Samuel L. Jackson', 'Jamie Foxx', 'Woody Harrelson']]
Predicted Ans:    Kurt Russell
Predicted Path:   Inglourious Basterds --[written_by]--> Quentin Tarantino --[(INV) written_by]--> Grindhouse --[starred_actors]--> Kurt Russell
Path (Raw):       Inglourious Basterds --[written_by]--> Quentin Tarantino --[(INV) written_by]--> Grindhouse --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.290956
Path Entropy(↓):  0.860934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of rio
Start Entity:     Rio
Gold Answer:      [['Carlos Saldanha', 'Michael J. Wilson', 'Don Rhymer']]
Predicted Ans:    Carlos Saldanha
Predicted Path:   Rio --[directed_by]--> Carlos Saldanha --[(INV) directed_by]--> Rio --[written_by]--> Carlos Saldanha
Path (Raw):       Rio --[directed_by]--> Carlos Saldanha --[(INV) directed_by]--> Rio --[written_by]--> Carlos Saldanha
Neg LogProb(↓):   0.014285
Path Entropy(↓):  0.077882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the salvation
Start Entity:     The Salvation
Gold Answer:      [['Kristian Levring', 'Jim Sheridan', 'Anders Thomas Jensen', 'Susanne Bier', 'Jannik Johansen']]
Predicted Ans:    Anders Thomas Jensen
Predicted Path:   The Salvation --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[directed_by]--> Anders Thomas Jensen
Path (Raw):       The Salvation --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[directed_by]--> Anders Thomas Jensen
Neg LogProb(↓):   0.221977
Path Entropy(↓):  0.713220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of backlash
Start Entity:     Backlash
Gold Answer:      [['Anthony Mann', 'Joseph Kane', 'Howard Hawks', 'Robert Aldrich']]
Predicted Ans:    Anthony Mann
Predicted Path:   Backlash --[written_by]--> Borden Chase --[(INV) written_by]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       Backlash --[written_by]--> Borden Chase --[(INV) written_by]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.739639
Path Entropy(↓):  1.060582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of mystery train
Start Entity:     Mystery Train
Gold Answer:      [['Broken Flowers', 'Permanent Vacation', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Night on Earth', 'Coffee and Cigarettes', 'Only Lovers Left Alive']]
Predicted Ans:    Permanent Vacation
Predicted Path:   Mystery Train --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation
Path (Raw):       Mystery Train --[No Operation]--> Mystery Train --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation
Neg LogProb(↓):   0.534137
Path Entropy(↓):  1.202103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of hearts in atlantis
Start Entity:     Hearts in Atlantis
Gold Answer:      [['Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Hearts in Atlantis --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[written_by]--> Stephen King
Path (Raw):       Hearts in Atlantis --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[written_by]--> Stephen King
Neg LogProb(↓):   0.572717
Path Entropy(↓):  0.831079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film kids were in which genres
Start Entity:     Kids
Gold Answer:      [['Drama', 'Documentary', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Kids --[directed_by]--> Larry Clark --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Path (Raw):       Kids --[directed_by]--> Larry Clark --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Neg LogProb(↓):   0.566907
Path Entropy(↓):  0.971255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by sydney pollack
Start Entity:     Sydney Pollack
Gold Answer:      [['Telly Savalas', 'Max von Sydow', 'Sally Field', 'Peter Falk', 'Nancy Marchand', 'Tom Cruise', 'Dustin Hoffman', 'Harrison Ford', 'Jessica Lange', 'Faye Dunaway', 'Jane Fonda', 'Cliff Robertson', 'William Holden', "Patrick O'Neal", 'Sean Penn', 'Robert Redford', 'Michael Kitchen', 'Klaus Maria Brandauer', 'Ossie Davis', 'Greg Kinnear', 'Julia Ormond', 'Dabney Coleman', 'Kate Reid', 'Meryl Streep', 'Nicole Kidman', 'Sidney Poitier', 'Susannah York', 'Anne Bancroft', 'Jeanne Tripplehorn', 'Paul Newman', 'Gig Young', 'Bob Balaban', 'Gene Hackman', 'Michael Sarrazin', 'Audrey Hepburn', 'Burt Lancaster', 'Teri Garr', 'Hal Holbrook', 'Charles Bronson', 'Steven Hill', 'Lena Olin', 'Kristin Scott Thomas', 'Will Geer', 'Humphrey Bogart', 'Natalie Wood', 'Catherine Keener', 'Barbra Streisand']]
Predicted Ans:    Woody Allen
Predicted Path:   Sydney Pollack --[(INV) starred_actors]--> Husbands and Wives --[directed_by]--> Woody Allen
Path (Raw):       Sydney Pollack --[No Operation]--> Sydney Pollack --[(INV) starred_actors]--> Husbands and Wives --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.007873
Path Entropy(↓):  0.050401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies directed by michalis reppas
Start Entity:     Michalis Reppas
Gold Answer:      [['Thanasis Papathanasiou']]
Predicted Ans:    Thanasis Papathanasiou
Predicted Path:   Michalis Reppas --[(INV) written_by]--> Safe Sex --[directed_by]--> Thanasis Papathanasiou
Path (Raw):       Michalis Reppas --[No Operation]--> Michalis Reppas --[(INV) written_by]--> Safe Sex --[directed_by]--> Thanasis Papathanasiou
Neg LogProb(↓):   0.139820
Path Entropy(↓):  0.531666
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of with honors
Start Entity:     With Honors
Gold Answer:      [['Alek Keshishian']]
Predicted Ans:    Alek Keshishian
Predicted Path:   With Honors --[directed_by]--> Alek Keshishian --[(INV) directed_by]--> With Honors --[directed_by]--> Alek Keshishian
Path (Raw):       With Honors --[directed_by]--> Alek Keshishian --[(INV) directed_by]--> With Honors --[directed_by]--> Alek Keshishian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie dawn of the planet of the apes
Start Entity:     Dawn of the Planet of the Apes
Gold Answer:      [['sequel', 'emotional', 'andy serkis', 'matt reeves']]
Predicted Ans:    stranded
Predicted Path:   Dawn of the Planet of the Apes --[has_tags]--> emotional --[(INV) has_tags]--> E.T. the Extra-Terrestrial --[has_tags]--> stranded
Path (Raw):       Dawn of the Planet of the Apes --[has_tags]--> emotional --[(INV) has_tags]--> E.T. the Extra-Terrestrial --[has_tags]--> stranded
Neg LogProb(↓):   0.005518
Path Entropy(↓):  0.036903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with christmas eve in
Start Entity:     Christmas Eve
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Christmas Eve --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Christmas Eve --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.568168
Path Entropy(↓):  0.686886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with hardware in
Start Entity:     Hardware
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Hardware --[written_by]--> Richard Stanley --[(INV) written_by]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       Hardware --[written_by]--> Richard Stanley --[(INV) written_by]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   0.693155
Path Entropy(↓):  0.693247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by luv ranjan released
Start Entity:     Luv Ranjan
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Luv Ranjan --[(INV) written_by]--> Pyaar Ka Punchnama --[release_year]--> 2011
Path (Raw):       Luv Ranjan --[No Operation]--> Luv Ranjan --[(INV) written_by]--> Pyaar Ka Punchnama --[release_year]--> 2011
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by eva green were in which genres
Start Entity:     Eva Green
Gold Answer:      [['Drama', 'Horror', 'Western', 'Comedy']]
Predicted Ans:    2008
Predicted Path:   Eva Green --[(INV) starred_actors]--> Franklyn --[release_year]--> 2008
Path (Raw):       Eva Green --[No Operation]--> Eva Green --[(INV) starred_actors]--> Franklyn --[release_year]--> 2008
Neg LogProb(↓):   0.642130
Path Entropy(↓):  1.132246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of gidget
Start Entity:     Gidget
Gold Answer:      [['The Reluctant Debutante', 'Imitation of Life', 'PT 109', '633 Squadron', 'Underworld U.S.A.', 'The Honey Pot', 'Obsession', 'Autumn Leaves', 'If a Man Answers', 'Too Late the Hero', 'A Summer Place', 'Wind', 'Malone', 'Come September', 'Charly', 'Sunday in New York', 'The Best Man', "Take Her, She's Mine", 'Brainstorm', 'The Great Northfield Minnesota Raid', 'Three Days of the Condor']]
Predicted Ans:    The Honey Pot
Predicted Path:   Gidget --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Honey Pot
Path (Raw):       Gidget --[starred_actors]--> Cliff Robertson --[No Operation]--> Cliff Robertson --[(INV) starred_actors]--> The Honey Pot
Neg LogProb(↓):   0.311460
Path Entropy(↓):  0.839056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of ed haas
Start Entity:     Ed Haas
Gold Answer:      [['Frank Tashlin']]
Predicted Ans:    Frank Tashlin
Predicted Path:   Ed Haas --[(INV) written_by]--> The Disorderly Orderly --[written_by]--> Frank Tashlin
Path (Raw):       Ed Haas --[No Operation]--> Ed Haas --[(INV) written_by]--> The Disorderly Orderly --[written_by]--> Frank Tashlin
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by julian mcmahon were directed by who
Start Entity:     Julian McMahon
Gold Answer:      [['Julien Magnat', 'Mennan Yapo']]
Predicted Ans:    Julien Magnat
Predicted Path:   Julian McMahon --[(INV) starred_actors]--> Faces in the Crowd --[directed_by]--> Julien Magnat
Path (Raw):       Julian McMahon --[No Operation]--> Julian McMahon --[(INV) starred_actors]--> Faces in the Crowd --[directed_by]--> Julien Magnat
Neg LogProb(↓):   0.007632
Path Entropy(↓):  0.044672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the paper will be blue
Start Entity:     The Paper Will Be Blue
Gold Answer:      [['Radu Muntean']]
Predicted Ans:    Radu Muntean
Predicted Path:   The Paper Will Be Blue --[written_by]--> Radu Muntean --[(INV) written_by]--> Tuesday, After Christmas --[directed_by]--> Radu Muntean
Path (Raw):       The Paper Will Be Blue --[written_by]--> Radu Muntean --[(INV) written_by]--> Tuesday, After Christmas --[directed_by]--> Radu Muntean
Neg LogProb(↓):   0.039259
Path Entropy(↓):  0.168281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of good news
Start Entity:     Good News
Gold Answer:      [['Fred Astaire', 'Bing Crosby', 'Judy Garland', 'Van Johnson', 'Estelle Winwood', 'Ginger Rogers', 'Leslie Caron', 'Red Skelton', 'Gloria DeHaven', 'David Niven', 'Janis Paige', 'Doris Day', 'Esther Williams', 'Eddie Bracken', 'Spring Byington', 'Debbie Reynolds', 'Jimmy Durante', 'Lucille Ball', 'Lucille Bremer', 'Stephen Boyd', 'Fanny Brice', 'Martha Raye', 'Joan Crawford', 'Oscar Levant', 'Billie Burke', 'Grace Kelly', 'Gene Kelly', 'Michael Wilding', 'Frank Sinatra', 'Keenan Wynn', 'Howard Keel']]
Predicted Ans:    David Niven
Predicted Path:   Good News --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Path (Raw):       Good News --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Neg LogProb(↓):   0.117222
Path Entropy(↓):  0.386644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by no good deed actors
Start Entity:     No Good Deed
Gold Answer:      [['Carlo Carlei', 'James Herbert', 'Greg Pritikin', 'Stephen Carpenter', 'Margaret Oberman', 'David Mamet', 'Michael Bortman', 'J.R. Moehringer', 'Jon Spaihts', 'Rod Serling', 'Richard Linklater', 'Åke Sandgren', 'Roland Schütt', 'Ronald Harwood', 'Gene Quintano', 'Eric Lomax', 'Famke Janssen', 'Mark Schwahn', 'John Heffernan', 'Guillermo del Toro', 'David Dalessandro', 'Kasi Lemmons', 'George Dawes Green', 'Elmore Leonard', 'Allison Burnett', 'Ben Hecht', 'David Soren', 'Michael Crichton', 'Gary Lennon', 'Quentin Tarantino', 'Chris Fisher', 'Hans Petter Moland', 'Olatunde Osunsanmi', 'Cormac McCarthy', 'Catherine Johnson', 'Ernest Tidyman', 'Sarah Thorp', 'Hans Alfredson', 'George MacDonald Fraser', 'Shane Black', 'Craig Brewer', 'Seth Michael Donsky', 'Nicholas Klein', 'Bono', 'John Gatins', 'Travis Beacham', 'Luc Besson', 'Peter A. Dowling', 'Thomas Berger', 'Damon Lindelof', 'Henry De Vere Stacpoole', 'Raoul Peck', 'Charles Lederer', 'Eleazar Lipsky', 'Ben Affleck', 'Irving Wallace', 'Jim Piddock', 'John Grisham', 'Matt Damon', 'John Singleton', 'Zafar Hai', 'David Twohy', 'Richard Price', 'Leslie Stevens', 'Bob Saget', 'Kjell Grede', 'Paul Thomas Anderson', 'J.D. Zeik', 'Wesley Strick', 'Ann Peacock', 'Antjie Krog', 'Bruce A. Evans', 'Raynold Gideon', 'Julien Magnat', 'David Loughery', 'Kurt Wimmer', 'Tyler Perry', 'M. Night Shyamalan', 'Howard Korder', 'Keith Scholey']]
Predicted Ans:    Gary Lennon
Predicted Path:   No Good Deed --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[written_by]--> Gary Lennon
Path (Raw):       No Good Deed --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[written_by]--> Gary Lennon
Neg LogProb(↓):   0.532661
Path Entropy(↓):  1.658604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film the orphanage
Start Entity:     The Orphanage
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Orphanage --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       The Orphanage --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.726189
Path Entropy(↓):  1.704059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie the redhead from wyoming
Start Entity:     The Redhead from Wyoming
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Redhead from Wyoming --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Redhead from Wyoming --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.490975
Path Entropy(↓):  3.236295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mark eden co - starred with who
Start Entity:     Mark Eden
Gold Answer:      [['Sue Lloyd', 'Andrew Keir', 'Lloyd Bridges']]
Predicted Ans:    Lloyd Bridges
Predicted Path:   Mark Eden --[(INV) starred_actors]--> Attack on the Iron Coast --[starred_actors]--> Lloyd Bridges
Path (Raw):       Mark Eden --[No Operation]--> Mark Eden --[(INV) starred_actors]--> Attack on the Iron Coast --[starred_actors]--> Lloyd Bridges
Neg LogProb(↓):   0.000179
Path Entropy(↓):  0.001883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by hristos passalis
Start Entity:     Hristos Passalis
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hristos Passalis --[(INV) starred_actors]--> Dogtooth --[has_genre]--> Drama
Path (Raw):       Hristos Passalis --[No Operation]--> Hristos Passalis --[(INV) starred_actors]--> Dogtooth --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of charlie sheen acted films
Start Entity:     Charlie Sheen
Gold Answer:      [['John Fusco', 'Emilio Estevez', 'David S. Ward', 'Pat Proft', 'John Milius', 'Roman Coppola', 'Oliver Stone', 'David Seltzer', 'Boaz Yakin', 'Kevin Reynolds', 'Jim Abrahams', 'George MacDonald Fraser', 'David Loughery', 'Dick Wolf', 'Elmore Leonard', 'David McCumber', 'Jeremy Passmore', 'Scott Spiegel', 'David Twohy', 'Gordon Weaver', 'Carl Ellsworth']]
Predicted Ans:    David Twohy
Predicted Path:   Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       Charlie Sheen --[No Operation]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.070788
Path Entropy(↓):  0.366882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the iceman director release
Start Entity:     Iceman
Gold Answer:      [['1976', '1978', '1997', '2001', '1990', '2003', '1992', '1982', '1985', '1994', '1987', '2011', '2013']]
Predicted Ans:    1994
Predicted Path:   Iceman --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> I.Q. --[release_year]--> 1994
Path (Raw):       Iceman --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> I.Q. --[release_year]--> 1994
Neg LogProb(↓):   1.402599
Path Entropy(↓):  1.984600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with wendell mayes
Start Entity:     Wendell Mayes
Gold Answer:      [['John Melson', 'Billy Wilder', 'Charles Lederer', 'John D. Voelker', 'James Bassett']]
Predicted Ans:    Wendell Mayes
Predicted Path:   Wendell Mayes --[(INV) written_by]--> Anatomy of a Murder --[written_by]--> Wendell Mayes
Path (Raw):       Wendell Mayes --[No Operation]--> Wendell Mayes --[(INV) written_by]--> Anatomy of a Murder --[written_by]--> Wendell Mayes
Neg LogProb(↓):   0.268358
Path Entropy(↓):  0.635504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a film written by katie ford
Start Entity:     Katie Ford
Gold Answer:      [['Miss Congeniality']]
Predicted Ans:    Miss Congeniality
Predicted Path:   Katie Ford --[(INV) written_by]--> Miss Congeniality --[written_by]--> Caryn Lucas --[(INV) written_by]--> Miss Congeniality
Path (Raw):       Katie Ford --[(INV) written_by]--> Miss Congeniality --[written_by]--> Caryn Lucas --[(INV) written_by]--> Miss Congeniality
Neg LogProb(↓):   0.082235
Path Entropy(↓):  0.277564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by daniel waters were in which genres
Start Entity:     Daniel Waters
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Daniel Waters --[(INV) written_by]--> Heathers --[has_genre]--> Comedy
Path (Raw):       Daniel Waters --[No Operation]--> Daniel Waters --[(INV) written_by]--> Heathers --[has_genre]--> Comedy
Neg LogProb(↓):   0.028232
Path Entropy(↓):  0.150092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with baby take a bow fall under
Start Entity:     Baby Take a Bow
Gold Answer:      [['Drama', 'War', 'Musical']]
Predicted Ans:    Comedy
Predicted Path:   Baby Take a Bow --[written_by]--> Edward E. Paramore Jr. --[(INV) written_by]--> Baby Take a Bow --[has_genre]--> Comedy
Path (Raw):       Baby Take a Bow --[written_by]--> Edward E. Paramore Jr. --[(INV) written_by]--> Baby Take a Bow --[has_genre]--> Comedy
Neg LogProb(↓):   1.028120
Path Entropy(↓):  1.848142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor olivia wilde starred together with who
Start Entity:     Olivia Wilde
Gold Answer:      [['Charlie Hunnam', 'Steve Carell', 'Patrick Fugit', 'Michelle Monaghan', 'Steve Buscemi', 'Josh Duhamel', 'Desmond Askew', 'Paul Walker', 'Nicolas Cage', 'Sam Rockwell', 'Jim Carrey', 'Melissa George', 'Michael Biehn', 'Laurence Fishburne', 'Eric Bana', 'Anna Kendrick', 'Jake Johnson', 'James Coburn', 'Ron Livingston']]
Predicted Ans:    Sam Rockwell
Predicted Path:   Olivia Wilde --[(INV) starred_actors]--> Better Living Through Chemistry --[starred_actors]--> Sam Rockwell
Path (Raw):       Olivia Wilde --[No Operation]--> Olivia Wilde --[(INV) starred_actors]--> Better Living Through Chemistry --[starred_actors]--> Sam Rockwell
Neg LogProb(↓):   0.010543
Path Entropy(↓):  0.064193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the airport director
Start Entity:     Airport
Gold Answer:      [['Clifford Odets', 'Roald Dahl', 'George Seaton', 'Alexander Klein', 'Valentine Davies', 'John Hughes']]
Predicted Ans:    Clifford Odets
Predicted Path:   Airport --[directed_by]--> George Seaton --[(INV) directed_by]--> The Country Girl --[written_by]--> Clifford Odets
Path (Raw):       Airport --[directed_by]--> George Seaton --[(INV) directed_by]--> The Country Girl --[written_by]--> Clifford Odets
Neg LogProb(↓):   0.820344
Path Entropy(↓):  1.096182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote happy
Start Entity:     Happy
Gold Answer:      [['Roko Belic']]
Predicted Ans:    Roko Belic
Predicted Path:   Happy --[written_by]--> Roko Belic --[(INV) written_by]--> Happy --[written_by]--> Roko Belic
Path (Raw):       Happy --[written_by]--> Roko Belic --[(INV) written_by]--> Happy --[written_by]--> Roko Belic
Neg LogProb(↓):   0.049637
Path Entropy(↓):  0.193853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by allison pearson fall under
Start Entity:     Allison Pearson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Allison Pearson --[(INV) written_by]--> I Don't Know How She Does It --[has_genre]--> Comedy
Path (Raw):       Allison Pearson --[No Operation]--> Allison Pearson --[(INV) written_by]--> I Don't Know How She Does It --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of wild oranges also wrote which films
Start Entity:     Wild Oranges
Gold Answer:      [['War and Peace', 'Our Daily Bread']]
Predicted Ans:    War and Peace
Predicted Path:   Wild Oranges --[written_by]--> King Vidor --[(INV) written_by]--> War and Peace
Path (Raw):       Wild Oranges --[written_by]--> King Vidor --[(INV) written_by]--> War and Peace --[No Operation]--> War and Peace
Neg LogProb(↓):   0.002081
Path Entropy(↓):  0.015148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in returner
Start Entity:     Returner
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Returner --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Returner --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.104890
Path Entropy(↓):  3.220066
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did nancy meyers write
Start Entity:     Nancy Meyers
Gold Answer:      [['The Holiday', "Something's Gotta Give", 'The Parent Trap', "It's Complicated", 'I Love Trouble']]
Predicted Ans:    Something's Gotta Give
Predicted Path:   Nancy Meyers --[(INV) written_by]--> The Holiday --[written_by]--> Nancy Meyers --[(INV) written_by]--> Something's Gotta Give
Path (Raw):       Nancy Meyers --[(INV) written_by]--> The Holiday --[written_by]--> Nancy Meyers --[(INV) written_by]--> Something's Gotta Give
Neg LogProb(↓):   1.431439
Path Entropy(↓):  2.233126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film a lady of chance was directed by who
Start Entity:     A Lady of Chance
Gold Answer:      [['Robert Z. Leonard']]
Predicted Ans:    Robert Z. Leonard
Predicted Path:   A Lady of Chance --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Maytime --[directed_by]--> Robert Z. Leonard
Path (Raw):       A Lady of Chance --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Maytime --[directed_by]--> Robert Z. Leonard
Neg LogProb(↓):   0.512245
Path Entropy(↓):  0.892773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the corsican brothers
Start Entity:     The Corsican Brothers
Gold Answer:      [["Can't Help Singing", 'Alphaville', 'The General Died at Dawn', 'For Whom the Bell Tolls', 'The Black Sleep', 'The Reluctant Saint', 'The Buccaneer', 'The Great McGinty']]
Predicted Ans:    The Great McGinty
Predicted Path:   The Corsican Brothers --[starred_actors]--> Akim Tamiroff --[(INV) starred_actors]--> The Great McGinty
Path (Raw):       The Corsican Brothers --[No Operation]--> The Corsican Brothers --[starred_actors]--> Akim Tamiroff --[(INV) starred_actors]--> The Great McGinty
Neg LogProb(↓):   0.083782
Path Entropy(↓):  0.355583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the smart set
Start Entity:     The Smart Set
Gold Answer:      [['Wallace Sullivan', 'Frederic Wakeman', 'Howard Emmett Rogers', 'John Fusco', 'Anita Loos', 'James Edward Grant', 'Ben Hecht', 'Charles Dickens', 'Edgecumb Pinchon', 'O.B. Stade', 'George Oppenheimer', 'Maurice Leblanc', 'Francis de Croisset', 'Shonda Rhimes', 'Rida Johnson Young', 'Maurine Dallas Watkins']]
Predicted Ans:    Anita Loos
Predicted Path:   The Smart Set --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[written_by]--> Anita Loos
Path (Raw):       The Smart Set --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[written_by]--> Anita Loos
Neg LogProb(↓):   0.391203
Path Entropy(↓):  0.858884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by brian koppelman
Start Entity:     Brian Koppelman
Gold Answer:      [['Brad Furman', 'Steven Soderbergh', 'David Levien']]
Predicted Ans:    Brad Furman
Predicted Path:   Brian Koppelman --[(INV) written_by]--> Runner Runner --[directed_by]--> Brad Furman
Path (Raw):       Brian Koppelman --[No Operation]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[directed_by]--> Brad Furman
Neg LogProb(↓):   0.000186
Path Entropy(↓):  0.001895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does john canada terrell star in
Start Entity:     John Canada Terrell
Gold Answer:      [["She's Gotta Have It"]]
Predicted Ans:    She's Gotta Have It
Predicted Path:   John Canada Terrell --[(INV) starred_actors]--> She's Gotta Have It --[starred_actors]--> Tracy Camilla Johns --[(INV) starred_actors]--> She's Gotta Have It
Path (Raw):       John Canada Terrell --[(INV) starred_actors]--> She's Gotta Have It --[starred_actors]--> Tracy Camilla Johns --[(INV) starred_actors]--> She's Gotta Have It
Neg LogProb(↓):   0.002214
Path Entropy(↓):  0.015782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by nelson mccormick were in which genres
Start Entity:     Nelson McCormick
Gold Answer:      [['Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Nelson McCormick --[(INV) directed_by]--> The Stepfather --[has_genre]--> Horror
Path (Raw):       Nelson McCormick --[No Operation]--> Nelson McCormick --[(INV) directed_by]--> The Stepfather --[has_genre]--> Horror
Neg LogProb(↓):   0.986512
Path Entropy(↓):  1.629326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie yamla pagla deewana 2
Start Entity:     Yamla Pagla Deewana 2
Gold Answer:      [['1975', '1993']]
Predicted Ans:    2013
Predicted Path:   Yamla Pagla Deewana 2 --[starred_actors]--> Neha Sharma --[(INV) starred_actors]--> Yamla Pagla Deewana 2 --[release_year]--> 2013
Path (Raw):       Yamla Pagla Deewana 2 --[starred_actors]--> Neha Sharma --[(INV) starred_actors]--> Yamla Pagla Deewana 2 --[release_year]--> 2013
Neg LogProb(↓):   0.529480
Path Entropy(↓):  0.802528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the writer of the boy who could fly starred who
Start Entity:     The Boy Who Could Fly
Gold Answer:      [['Julia Roberts', 'Dustin Hoffman', 'Kurt Russell', 'Gregory Hines', 'Bob Hoskins', 'Robin Williams']]
Predicted Ans:    Kurt Russell
Predicted Path:   The Boy Who Could Fly --[written_by]--> Nick Castle --[(INV) written_by]--> Escape from New York --[starred_actors]--> Kurt Russell
Path (Raw):       The Boy Who Could Fly --[written_by]--> Nick Castle --[(INV) written_by]--> Escape from New York --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.132971
Path Entropy(↓):  0.408567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what oldboy is about
Start Entity:     Oldboy
Gold Answer:      [['violence', 'trilogy', '2', 'r', 'korean', 'vengeance', 'story', 'korea', 'conspiracy']]
Predicted Ans:    korean
Predicted Path:   Oldboy --[has_tags]--> korean --[(INV) has_tags]--> Failan --[has_tags]--> korean
Path (Raw):       Oldboy --[has_tags]--> korean --[(INV) has_tags]--> Failan --[has_tags]--> korean
Neg LogProb(↓):   0.704586
Path Entropy(↓):  0.790309
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter jack cunningham
Start Entity:     Jack Cunningham
Gold Answer:      [['W.C. Fields']]
Predicted Ans:    W.C. Fields
Predicted Path:   Jack Cunningham --[(INV) written_by]--> The Old Fashioned Way --[starred_actors]--> W.C. Fields
Path (Raw):       Jack Cunningham --[No Operation]--> Jack Cunningham --[(INV) written_by]--> The Old Fashioned Way --[starred_actors]--> W.C. Fields
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the godless girl
Start Entity:     The Godless Girl
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Godless Girl --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[has_genre]--> Drama
Path (Raw):       The Godless Girl --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[has_genre]--> Drama
Neg LogProb(↓):   0.587274
Path Entropy(↓):  1.010258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by don marshall
Start Entity:     Don Marshall
Gold Answer:      [['Lee Frost']]
Predicted Ans:    Lee Frost
Predicted Path:   Don Marshall --[(INV) starred_actors]--> The Thing with Two Heads --[directed_by]--> Lee Frost
Path (Raw):       Don Marshall --[No Operation]--> Don Marshall --[(INV) starred_actors]--> The Thing with Two Heads --[directed_by]--> Lee Frost
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of angela's ashes
Start Entity:     Angela's Ashes
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Angela's Ashes --[written_by]--> Alan Parker --[(INV) written_by]--> Come See the Paradise --[has_genre]--> Drama
Path (Raw):       Angela's Ashes --[written_by]--> Alan Parker --[(INV) written_by]--> Come See the Paradise --[has_genre]--> Drama
Neg LogProb(↓):   0.107176
Path Entropy(↓):  0.408606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie under the yum yum tree
Start Entity:     Under the Yum Yum Tree
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Under the Yum Yum Tree --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Under the Yum Yum Tree --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.590590
Path Entropy(↓):  4.568735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the glimmer man
Start Entity:     The Glimmer Man
Gold Answer:      [['Vincent Bugliosi', 'Curt Gentry', 'John Gray', 'Jim Bishop']]
Predicted Ans:    John Gray
Predicted Path:   The Glimmer Man --[directed_by]--> John Gray --[(INV) directed_by]--> White Irish Drinkers --[written_by]--> John Gray
Path (Raw):       The Glimmer Man --[directed_by]--> John Gray --[(INV) directed_by]--> White Irish Drinkers --[written_by]--> John Gray
Neg LogProb(↓):   0.333273
Path Entropy(↓):  0.730493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was lonely are the brave directed by
Start Entity:     Lonely Are the Brave
Gold Answer:      [['David Miller']]
Predicted Ans:    David Miller
Predicted Path:   Lonely Are the Brave --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[directed_by]--> David Miller
Path (Raw):       Lonely Are the Brave --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[directed_by]--> David Miller
Neg LogProb(↓):   0.000795
Path Entropy(↓):  0.006944
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed across the tracks
Start Entity:     Across the Tracks
Gold Answer:      [['Sandy Tung']]
Predicted Ans:    Sandy Tung
Predicted Path:   Across the Tracks --[directed_by]--> Sandy Tung --[(INV) directed_by]--> Across the Tracks --[directed_by]--> Sandy Tung
Path (Raw):       Across the Tracks --[directed_by]--> Sandy Tung --[(INV) directed_by]--> Across the Tracks --[directed_by]--> Sandy Tung
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with brigadoon were released in which years
Start Entity:     Brigadoon
Gold Answer:      [['1970', '1964', '1949', '1951', '1967', '1974', '1958']]
Predicted Ans:    1951
Predicted Path:   Brigadoon --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[release_year]--> 1951
Path (Raw):       Brigadoon --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[release_year]--> 1951
Neg LogProb(↓):   0.464983
Path Entropy(↓):  0.960524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the players club
Start Entity:     The Players Club
Gold Answer:      [['1995', '2000', '2002']]
Predicted Ans:    1995
Predicted Path:   The Players Club --[written_by]--> Ice Cube --[(INV) written_by]--> Friday --[release_year]--> 1995
Path (Raw):       The Players Club --[written_by]--> Ice Cube --[(INV) written_by]--> Friday --[release_year]--> 1995
Neg LogProb(↓):   0.063536
Path Entropy(↓):  0.296388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of adopted also wrote movies
Start Entity:     Adopted
Gold Answer:      [['Pauly Shore Is Dead']]
Predicted Ans:    Pauly Shore Is Dead
Predicted Path:   Adopted --[written_by]--> Pauly Shore --[(INV) written_by]--> Pauly Shore Is Dead
Path (Raw):       Adopted --[written_by]--> Pauly Shore --[(INV) written_by]--> Pauly Shore Is Dead --[No Operation]--> Pauly Shore Is Dead
Neg LogProb(↓):   0.507381
Path Entropy(↓):  0.672237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with 12 years a slave fall under
Start Entity:     12 Years a Slave
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   12 Years a Slave --[written_by]--> John Ridley --[(INV) written_by]--> Three Kings --[has_genre]--> Comedy
Path (Raw):       12 Years a Slave --[written_by]--> John Ridley --[(INV) written_by]--> Three Kings --[has_genre]--> Comedy
Neg LogProb(↓):   0.698625
Path Entropy(↓):  0.971616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe jaws 3 - d
Start Entity:     Jaws 3-D
Gold Answer:      [['franchise', 'sequel', 'shark']]
Predicted Ans:    shark
Predicted Path:   Jaws 3-D --[has_tags]--> shark --[(INV) has_tags]--> Sharktopus --[has_tags]--> shark
Path (Raw):       Jaws 3-D --[has_tags]--> shark --[(INV) has_tags]--> Sharktopus --[has_tags]--> shark
Neg LogProb(↓):   0.002840
Path Entropy(↓):  0.019670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the tree of life
Start Entity:     The Tree of Life
Gold Answer:      [['2008', '2003', '1992', '1993', '1936', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1983', '1995', '2001', '1990', '1989', '1981', '2012', '1955', '2011', '2013', '1988', '1949', '1997', '2005', '1991', '1999', '1986']]
Predicted Ans:    2011
Predicted Path:   The Tree of Life --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Path (Raw):       The Tree of Life --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Neg LogProb(↓):   1.511627
Path Entropy(↓):  2.530113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of saw iv
Start Entity:     Saw IV
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Saw IV --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Saw IV --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.438376
Path Entropy(↓):  4.650107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film baby the rain must fall
Start Entity:     Baby the Rain Must Fall
Gold Answer:      [['Walter Hill', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Ira Wallach', 'Henrik Ibsen', 'Blake Edwards', 'Paul Brickhill', 'Roderick Thorp', 'Arthur Miller', 'David Seltzer', 'John D. Voelker', 'Chuck Russell', 'Terry Southern', 'Harry Kleiner', 'Robert L. Fish', 'Arnold Schulman', 'Paul Osborn', 'Stirling Silliphant', 'Rafi Pitts', 'Jim Thompson', 'Daniel Nettheim', 'Julia Leigh', 'Gordon Gordon', 'Ring Lardner Jr.', 'Richard Jessup', 'Wendell Mayes', 'John Gay', 'Ken Kesey', 'William Bradford Huie', 'Borden Deal', 'Henri Charrière', 'Walter Wager', 'William Goldman', 'Frank Darabont', 'William Faulkner', 'Abby Mann', 'Robert Anderson', 'Richard McKenna', 'Mildred Gordon']]
Predicted Ans:    Horton Foote
Predicted Path:   Baby the Rain Must Fall --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Path (Raw):       Baby the Rain Must Fall --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Neg LogProb(↓):   0.372549
Path Entropy(↓):  0.886801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of movie is chicago
Start Entity:     Chicago
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Chicago --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Chicago --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.605100
Path Entropy(↓):  5.279931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by nicolas lopez were in which genres
Start Entity:     Nicolás López
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Nicolás López --[(INV) written_by]--> Aftershock --[has_genre]--> Horror
Path (Raw):       Nicolás López --[No Operation]--> Nicolás López --[(INV) written_by]--> Aftershock --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie in a lonely place were in which genres
Start Entity:     In a Lonely Place
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   In a Lonely Place --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       In a Lonely Place --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   1.612556
Path Entropy(↓):  2.502820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by j. scott campbell in
Start Entity:     J. Scott Campbell
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   J. Scott Campbell --[(INV) written_by]--> Gen¹³ --[has_genre]--> Action
Path (Raw):       J. Scott Campbell --[No Operation]--> J. Scott Campbell --[(INV) written_by]--> Gen¹³ --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film yossi released
Start Entity:     Yossi
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Yossi --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       Yossi --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   3.188403
Path Entropy(↓):  4.345607
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the girl in the cafe
Start Entity:     The Girl in the Café
Gold Answer:      [['2009', '2007']]
Predicted Ans:    2007
Predicted Path:   The Girl in the Café --[directed_by]--> David Yates --[(INV) directed_by]--> Harry Potter and the Order of the Phoenix --[release_year]--> 2007
Path (Raw):       The Girl in the Café --[directed_by]--> David Yates --[(INV) directed_by]--> Harry Potter and the Order of the Phoenix --[release_year]--> 2007
Neg LogProb(↓):   0.406813
Path Entropy(↓):  0.716848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film i as in icarus released
Start Entity:     I as in Icarus
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   I as in Icarus --[release_year]--> 1979 --[(INV) release_year]--> Meatballs --[release_year]--> 1979
Path (Raw):       I as in Icarus --[release_year]--> 1979 --[(INV) release_year]--> Meatballs --[release_year]--> 1979
Neg LogProb(↓):   2.174049
Path Entropy(↓):  3.535625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Pi is a film written by this person
Start Entity:     Pi
Gold Answer:      [['Darren Aronofsky']]
Predicted Ans:    Darren Aronofsky
Predicted Path:   Pi --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[written_by]--> Darren Aronofsky
Path (Raw):       Pi --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[written_by]--> Darren Aronofsky
Neg LogProb(↓):   0.044274
Path Entropy(↓):  0.190131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by akira kurosawa
Start Entity:     Akira Kurosawa
Gold Answer:      [['Bruce Dern', 'Tatsuya Nakadai', 'Christopher Walken', 'Takashi Shimura', 'Bruce Willis', 'Masayuki Mori', 'Jon Voight', 'Eric Roberts', 'Rebecca De Mornay']]
Predicted Ans:    Tatsuya Nakadai
Predicted Path:   Akira Kurosawa --[(INV) written_by]--> Ran --[starred_actors]--> Tatsuya Nakadai
Path (Raw):       Akira Kurosawa --[No Operation]--> Akira Kurosawa --[(INV) written_by]--> Ran --[starred_actors]--> Tatsuya Nakadai
Neg LogProb(↓):   0.276525
Path Entropy(↓):  0.628323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the divergent director
Start Entity:     Divergent
Gold Answer:      [['Sylvain Chomet', 'Steven Millhauser', 'Dirk Wittenborn', 'Jacques Tati', 'Neil Burger', 'Alan Glynn']]
Predicted Ans:    Sylvain Chomet
Predicted Path:   Divergent --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[written_by]--> Sylvain Chomet
Path (Raw):       Divergent --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[written_by]--> Sylvain Chomet
Neg LogProb(↓):   0.013468
Path Entropy(↓):  0.081808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in spider - man 3
Start Entity:     Spider-Man 3
Gold Answer:      [['2008', '2003', '1936', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1995', '2001', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    2002
Predicted Path:   Spider-Man 3 --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Path (Raw):       Spider-Man 3 --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Neg LogProb(↓):   0.996243
Path Entropy(↓):  2.070739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of 8 women
Start Entity:     8 Women
Gold Answer:      [['Criminal Lovers', 'Time to Leave', 'Ricky', 'In the House', 'The New Girlfriend', '5x2', 'Water Drops on Burning Rocks', 'Swimming Pool', 'Sitcom', 'Potiche']]
Predicted Ans:    Potiche
Predicted Path:   8 Women --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche
Path (Raw):       8 Women --[No Operation]--> 8 Women --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche
Neg LogProb(↓):   0.162960
Path Entropy(↓):  0.509969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by anthony mackie
Start Entity:     Anthony Mackie
Gold Answer:      [['Tanya Hamilton', 'Mark Boal', 'Brian Koppelman', 'Preston A. Whitmore II', 'David Levien', 'Spike Lee', 'Philippe Caland', 'Tengiz Abuladze']]
Predicted Ans:    Tanya Hamilton
Predicted Path:   Anthony Mackie --[(INV) starred_actors]--> Night Catches Us --[written_by]--> Tanya Hamilton
Path (Raw):       Anthony Mackie --[No Operation]--> Anthony Mackie --[(INV) starred_actors]--> Night Catches Us --[written_by]--> Tanya Hamilton
Neg LogProb(↓):   1.415852
Path Entropy(↓):  1.320531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director adrian edmondson
Start Entity:     Adrian Edmondson
Gold Answer:      [['Rik Mayall']]
Predicted Ans:    Rik Mayall
Predicted Path:   Adrian Edmondson --[(INV) directed_by]--> Guest House Paradiso --[starred_actors]--> Rik Mayall
Path (Raw):       Adrian Edmondson --[No Operation]--> Adrian Edmondson --[(INV) directed_by]--> Guest House Paradiso --[starred_actors]--> Rik Mayall
Neg LogProb(↓):   0.505082
Path Entropy(↓):  0.693743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of grim reaper
Start Entity:     Grim Reaper
Gold Answer:      [["Wyatt Earp's Revenge", 'Abandoned']]
Predicted Ans:    Grim Reaper
Predicted Path:   Grim Reaper --[directed_by]--> Michael Feifer --[(INV) directed_by]--> Grim Reaper
Path (Raw):       Grim Reaper --[directed_by]--> Michael Feifer --[(INV) directed_by]--> Grim Reaper --[No Operation]--> Grim Reaper
Neg LogProb(↓):   0.104184
Path Entropy(↓):  0.437387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by the writer of when ladies meet starred who
Start Entity:     When Ladies Meet
Gold Answer:      [['Jane Russell', 'Walter Pidgeon', 'Greer Garson', 'Felix Bressart', 'Douglas Fairbanks', 'Lionel Barrymore', 'Marsha Hunt', 'Mary Boland', 'Elliott Reid', 'Joan Crawford', 'Charles Coburn', 'Marilyn Monroe', 'Rosalind Russell', 'Crispin Glover', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Vanessa Redgrave', 'Peter Lorre', 'Spencer Tracy', 'Norma Shearer']]
Predicted Ans:    Jean Harlow
Predicted Path:   When Ladies Meet --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[starred_actors]--> Jean Harlow
Path (Raw):       When Ladies Meet --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[starred_actors]--> Jean Harlow
Neg LogProb(↓):   0.166270
Path Entropy(↓):  0.586052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film our fathers was directed by who
Start Entity:     Our Fathers
Gold Answer:      [['Dan Curtis']]
Predicted Ans:    Dan Curtis
Predicted Path:   Our Fathers --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Trilogy of Terror --[directed_by]--> Dan Curtis
Path (Raw):       Our Fathers --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Trilogy of Terror --[directed_by]--> Dan Curtis
Neg LogProb(↓):   0.045162
Path Entropy(↓):  0.195369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter john hill
Start Entity:     John Hill
Gold Answer:      [['Jill Clayburgh', 'Peter Falk']]
Predicted Ans:    Peter Falk
Predicted Path:   John Hill --[(INV) written_by]--> Griffin and Phoenix --[starred_actors]--> Peter Falk
Path (Raw):       John Hill --[No Operation]--> John Hill --[(INV) written_by]--> Griffin and Phoenix --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by agyness deyn were released in which years
Start Entity:     Agyness Deyn
Gold Answer:      [['1996', '2012']]
Predicted Ans:    1996
Predicted Path:   Agyness Deyn --[(INV) starred_actors]--> Pusher --[release_year]--> 1996
Path (Raw):       Agyness Deyn --[No Operation]--> Agyness Deyn --[(INV) starred_actors]--> Pusher --[release_year]--> 1996
Neg LogProb(↓):   0.442670
Path Entropy(↓):  0.652081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of andrew lancaster directed movies
Start Entity:     Andrew Lancaster
Gold Answer:      [['Brian Carbee']]
Predicted Ans:    Brian Carbee
Predicted Path:   Andrew Lancaster --[(INV) directed_by]--> Accidents Happen --[written_by]--> Brian Carbee
Path (Raw):       Andrew Lancaster --[No Operation]--> Andrew Lancaster --[(INV) directed_by]--> Accidents Happen --[written_by]--> Brian Carbee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the car were released in which years
Start Entity:     The Car
Gold Answer:      [['2008', '1972']]
Predicted Ans:    1977
Predicted Path:   The Car --[written_by]--> Lane Slate --[(INV) written_by]--> The Car --[release_year]--> 1977
Path (Raw):       The Car --[written_by]--> Lane Slate --[(INV) written_by]--> The Car --[release_year]--> 1977
Neg LogProb(↓):   0.496244
Path Entropy(↓):  0.741129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies written by esteban sapir
Start Entity:     Esteban Sapir
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Esteban Sapir --[(INV) written_by]--> La Antena --[has_genre]--> Drama
Path (Raw):       Esteban Sapir --[No Operation]--> Esteban Sapir --[(INV) written_by]--> La Antena --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was michael kane a writer on
Start Entity:     Michael Kane
Gold Answer:      [['Southern Comfort']]
Predicted Ans:    Southern Comfort
Predicted Path:   Michael Kane --[(INV) written_by]--> Southern Comfort --[written_by]--> Michael Kane --[(INV) written_by]--> Southern Comfort
Path (Raw):       Michael Kane --[(INV) written_by]--> Southern Comfort --[written_by]--> Michael Kane --[(INV) written_by]--> Southern Comfort
Neg LogProb(↓):   0.357168
Path Entropy(↓):  0.613212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie parisian love
Start Entity:     Parisian Love
Gold Answer:      [['Louis D. Lighton', 'John Monk Saunders', 'Sinclair Lewis', 'Hope Loring']]
Predicted Ans:    Sinclair Lewis
Predicted Path:   Parisian Love --[starred_actors]--> Clara Bow --[(INV) starred_actors]--> Mantrap --[written_by]--> Sinclair Lewis
Path (Raw):       Parisian Love --[starred_actors]--> Clara Bow --[(INV) starred_actors]--> Mantrap --[written_by]--> Sinclair Lewis
Neg LogProb(↓):   0.595021
Path Entropy(↓):  0.703434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for variety lights
Start Entity:     Variety Lights
Gold Answer:      [['Alberto Lattuada', 'Federico Fellini']]
Predicted Ans:    Federico Fellini
Predicted Path:   Variety Lights --[directed_by]--> Alberto Lattuada --[(INV) directed_by]--> Variety Lights --[directed_by]--> Federico Fellini
Path (Raw):       Variety Lights --[directed_by]--> Alberto Lattuada --[(INV) directed_by]--> Variety Lights --[directed_by]--> Federico Fellini
Neg LogProb(↓):   1.313502
Path Entropy(↓):  1.135876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing arachnophobia
Start Entity:     Arachnophobia
Gold Answer:      [['jeff daniels', 'spiders', 'comedy', 'horror', 'frank marshall']]
Predicted Ans:    isla fisher
Predicted Path:   Arachnophobia --[has_tags]--> jeff daniels --[(INV) has_tags]--> The Lookout --[has_tags]--> isla fisher
Path (Raw):       Arachnophobia --[has_tags]--> jeff daniels --[(INV) has_tags]--> The Lookout --[has_tags]--> isla fisher
Neg LogProb(↓):   0.901265
Path Entropy(↓):  1.484068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by paul hoen
Start Entity:     Paul Hoen
Gold Answer:      [['Janet Tashjian']]
Predicted Ans:    Janet Tashjian
Predicted Path:   Paul Hoen --[(INV) directed_by]--> Tru Confessions --[written_by]--> Janet Tashjian
Path (Raw):       Paul Hoen --[No Operation]--> Paul Hoen --[(INV) directed_by]--> Tru Confessions --[written_by]--> Janet Tashjian
Neg LogProb(↓):   0.000159
Path Entropy(↓):  0.001559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of gardens of the night
Start Entity:     Gardens of the Night
Gold Answer:      [['Jonathan Pryce', 'James Spader', 'Ione Skye', 'Ellen Barkin', 'Dexter Fletcher']]
Predicted Ans:    John Malkovich
Predicted Path:   Gardens of the Night --[written_by]--> Damian Harris --[(INV) written_by]--> Gardens of the Night --[starred_actors]--> John Malkovich
Path (Raw):       Gardens of the Night --[written_by]--> Damian Harris --[(INV) written_by]--> Gardens of the Night --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.098173
Path Entropy(↓):  0.401406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie candy
Start Entity:     Candy
Gold Answer:      [['Philip Kaufman', 'Gregor Jordan', 'Edward Dmytryk', 'Daniel Mann', 'Dean Semler', 'Richard Boone', 'David Riker', 'Shekhar Kapur', 'Tatia Rosenthal', 'Lasse Hallström', 'John Huston', 'Marlon Brando', 'John Erman', 'Ray Lawrence', 'Gil Junger', 'Carol Reed', 'Richard Donner', 'Ethan Coen', 'Giuseppe Tornatore', 'Sidney J. Furie', 'Roland Emmerich', 'Lewis Milestone', 'Brian Helgeland', 'Sam Taylor', 'Henry Koster', 'Christopher Nolan', 'Madonna', 'Bob Dolman', 'Julian Jarrold', 'John Frankenheimer', 'Cate Shortland', 'Bernhard Wicki', 'Frank Lloyd', 'Neil Burger', 'John Boorman', 'William Malone', 'Sande Zeig', 'Bernardo Bertolucci', 'Johnny Depp', 'Francis Ford Coppola', 'Scott Hicks', 'Don Taylor', 'Fred C. Newmeyer', 'Sngmoo Lee', 'Joshua Logan', 'Elia Kazan', 'Andrew Bergman', 'John G. Avildsen', 'Gillo Pontecorvo', 'Glenn Jordan', 'Ang Lee', 'Sidney Lumet', 'Stephen Hopkins', 'Fred Schepisi', 'Richard Stanley', 'Tony Richardson', 'Arthur Penn', 'Frank Oz', 'Fred Zinnemann', 'Ralph Levy', 'Sheldon Lettich', 'Zack Snyder', 'William Castle', 'Joseph L. Mankiewicz', 'Jane Campion', 'Jeremy Leven']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Candy --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins
Path (Raw):       Candy --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   1.307003
Path Entropy(↓):  2.105242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of tara fitzgerald acted films
Start Entity:     Tara Fitzgerald
Gold Answer:      [['Mark Herman']]
Predicted Ans:    Mark Herman
Predicted Path:   Tara Fitzgerald --[(INV) starred_actors]--> Brassed Off --[directed_by]--> Mark Herman
Path (Raw):       Tara Fitzgerald --[No Operation]--> Tara Fitzgerald --[(INV) starred_actors]--> Brassed Off --[directed_by]--> Mark Herman
Neg LogProb(↓):   0.002581
Path Entropy(↓):  0.017939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did everett freeman write
Start Entity:     Everett Freeman
Gold Answer:      [['My Man Godfrey', 'Where Were You When the Lights Went Out?', 'The Secret Life of Walter Mitty', 'Million Dollar Mermaid', 'George Washington Slept Here']]
Predicted Ans:    Million Dollar Mermaid
Predicted Path:   Everett Freeman --[(INV) written_by]--> George Washington Slept Here --[written_by]--> Everett Freeman --[(INV) written_by]--> Million Dollar Mermaid
Path (Raw):       Everett Freeman --[(INV) written_by]--> George Washington Slept Here --[written_by]--> Everett Freeman --[(INV) written_by]--> Million Dollar Mermaid
Neg LogProb(↓):   0.787717
Path Entropy(↓):  1.283887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by lynn whitfield were in which genres
Start Entity:     Lynn Whitfield
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lynn Whitfield --[(INV) starred_actors]--> A Thin Line Between Love and Hate --[has_genre]--> Comedy
Path (Raw):       Lynn Whitfield --[No Operation]--> Lynn Whitfield --[(INV) starred_actors]--> A Thin Line Between Love and Hate --[has_genre]--> Comedy
Neg LogProb(↓):   0.440263
Path Entropy(↓):  0.652444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did melanie mayron star in
Start Entity:     Melanie Mayron
Gold Answer:      [['Missing']]
Predicted Ans:    Missing
Predicted Path:   Melanie Mayron --[(INV) starred_actors]--> Missing --[starred_actors]--> Melanie Mayron --[(INV) starred_actors]--> Missing
Path (Raw):       Melanie Mayron --[(INV) starred_actors]--> Missing --[starred_actors]--> Melanie Mayron --[(INV) starred_actors]--> Missing
Neg LogProb(↓):   0.009128
Path Entropy(↓):  0.056969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by margaret lindsay
Start Entity:     Margaret Lindsay
Gold Answer:      [['1940', '1937', '1933', '1938']]
Predicted Ans:    1938
Predicted Path:   Margaret Lindsay --[(INV) starred_actors]--> Jezebel --[release_year]--> 1938
Path (Raw):       Margaret Lindsay --[No Operation]--> Margaret Lindsay --[(INV) starred_actors]--> Jezebel --[release_year]--> 1938
Neg LogProb(↓):   1.081629
Path Entropy(↓):  1.077857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by giuseppe de santis released
Start Entity:     Giuseppe De Santis
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Giuseppe De Santis --[(INV) directed_by]--> Bitter Rice --[release_year]--> 1949
Path (Raw):       Giuseppe De Santis --[No Operation]--> Giuseppe De Santis --[(INV) directed_by]--> Bitter Rice --[release_year]--> 1949
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of 10, 000 bc
Start Entity:     10,000 BC
Gold Answer:      [['Jean Reno', 'Rhys Ifans', 'Chiwetel Ejiofor', 'Jeff Goldblum', 'Will Smith', 'Michael Paré', 'Ken Watanabe', 'Maria Pitillo', 'John Cusack', 'Matthew Broderick', 'Channing Tatum', 'Jason Clarke', 'Kurt Russell', 'Thandie Newton', 'Dennis Quaid', 'Steven Seagal', 'Viveca Lindfors', 'Maggie Gyllenhaal', 'James Spader', 'Bill Pullman', 'Dolph Lundgren', 'Heath Ledger', 'Lisa Eichhorn', 'Brian Thompson', 'Amanda Peet', 'Takashi Shimura', 'Akira Takarada', 'Akihiko Hirata', 'Hank Azaria', 'Jamie Foxx', 'Vanessa Redgrave', 'Jaye Davidson', 'Mary McDonnell', 'Bryan Cranston', 'Mel Gibson', 'Jake Gyllenhaal', 'Emmy Rossum']]
Predicted Ans:    Jean Reno
Predicted Path:   10,000 BC --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Godzilla --[starred_actors]--> Jean Reno
Path (Raw):       10,000 BC --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Godzilla --[starred_actors]--> Jean Reno
Neg LogProb(↓):   1.191469
Path Entropy(↓):  2.583132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Rene daalder was the director of which films
Start Entity:     Rene Daalder
Gold Answer:      [['Massacre at Central High']]
Predicted Ans:    Massacre at Central High
Predicted Path:   Rene Daalder --[(INV) directed_by]--> Massacre at Central High --[directed_by]--> Rene Daalder --[(INV) directed_by]--> Massacre at Central High
Path (Raw):       Rene Daalder --[(INV) directed_by]--> Massacre at Central High --[directed_by]--> Rene Daalder --[(INV) directed_by]--> Massacre at Central High
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote a midsummer night's sex comedy
Start Entity:     A Midsummer Night's Sex Comedy
Gold Answer:      [['Howard Morris', 'Francis Ford Coppola', 'Herbert Ross', 'Penny Panayotopoulou', 'Martin Scorsese', 'Marco Martins', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   A Midsummer Night's Sex Comedy --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Path (Raw):       A Midsummer Night's Sex Comedy --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.834508
Path Entropy(↓):  2.429206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote strayed
Start Entity:     Strayed
Gold Answer:      [['André Téchiné', 'Gilles Perrault']]
Predicted Ans:    Gilles Perrault
Predicted Path:   Strayed --[written_by]--> Gilles Perrault --[(INV) written_by]--> Strayed --[written_by]--> Gilles Perrault
Path (Raw):       Strayed --[written_by]--> Gilles Perrault --[(INV) written_by]--> Strayed --[written_by]--> Gilles Perrault
Neg LogProb(↓):   0.000441
Path Entropy(↓):  0.004175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed four friends
Start Entity:     Four Friends
Gold Answer:      [['1962', '1976', '1970', '1975', '1966', '1996', '1985', '1994', '1967', '1965', '1987', '1969', '1958', '2013', '2007']]
Predicted Ans:    1996
Predicted Path:   Four Friends --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[release_year]--> 1996
Path (Raw):       Four Friends --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[release_year]--> 1996
Neg LogProb(↓):   0.673267
Path Entropy(↓):  1.862310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of blind horizon was
Start Entity:     Blind Horizon
Gold Answer:      [['Michael Haussman']]
Predicted Ans:    Michael Haussman
Predicted Path:   Blind Horizon --[directed_by]--> Michael Haussman --[(INV) directed_by]--> Blind Horizon --[directed_by]--> Michael Haussman
Path (Raw):       Blind Horizon --[directed_by]--> Michael Haussman --[(INV) directed_by]--> Blind Horizon --[directed_by]--> Michael Haussman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by jerzy stuhr fall under
Start Entity:     Jerzy Stuhr
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Jerzy Stuhr --[(INV) starred_actors]--> Camera Buff --[has_genre]--> Drama
Path (Raw):       Jerzy Stuhr --[No Operation]--> Jerzy Stuhr --[(INV) starred_actors]--> Camera Buff --[has_genre]--> Drama
Neg LogProb(↓):   0.037156
Path Entropy(↓):  0.165151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film raiders of the lost ark
Start Entity:     Raiders of the Lost Ark
Gold Answer:      [['Wayne Kramer', 'Richard Marquand', 'Ron Shelton', 'Wolfgang Petersen', 'Mike Nichols', 'Ivan Reitman', 'Richard Donner', 'Roman Polanski', 'Brian Helgeland', 'Billy Wilder', 'Richard Loncraine', 'Robert Aldrich', 'John Ford', 'Alan Parker', 'Ridley Scott', 'Rob Cohen', 'Andrew Davis', 'Phillip Noyce', 'Peter Weir', 'Robert Luketic', 'Gavin Hood', 'Steven Spielberg', 'Guy Hamilton', 'Sydney Pollack', 'Patrick Hughes', 'Alan J. Pakula']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Raiders of the Lost Ark --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Path (Raw):       Raiders of the Lost Ark --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.687107
Path Entropy(↓):  1.638897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie holding trevor released
Start Entity:     Holding Trevor
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Holding Trevor --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Holding Trevor --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.444362
Path Entropy(↓):  4.693425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by russell mulcahy
Start Entity:     Russell Mulcahy
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Russell Mulcahy --[(INV) directed_by]--> The Lost Battalion --[has_genre]--> Action
Path (Raw):       Russell Mulcahy --[No Operation]--> Russell Mulcahy --[(INV) directed_by]--> The Lost Battalion --[has_genre]--> Action
Neg LogProb(↓):   0.385190
Path Entropy(↓):  0.690840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by dustin hoffman were in which genres
Start Entity:     Dustin Hoffman
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Dustin Hoffman --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Path (Raw):       Dustin Hoffman --[No Operation]--> Dustin Hoffman --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Neg LogProb(↓):   0.948939
Path Entropy(↓):  1.388667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of the big red one
Start Entity:     The Big Red One
Gold Answer:      [['Samuel Fuller']]
Predicted Ans:    Samuel Fuller
Predicted Path:   The Big Red One --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[directed_by]--> Samuel Fuller
Path (Raw):       The Big Red One --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[directed_by]--> Samuel Fuller
Neg LogProb(↓):   0.507234
Path Entropy(↓):  1.057027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in marie and bruce
Start Entity:     Marie and Bruce
Gold Answer:      [['Cantonese', 'French', 'English', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   Marie and Bruce --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Path (Raw):       Marie and Bruce --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Neg LogProb(↓):   0.480362
Path Entropy(↓):  0.960264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by tony randall release
Start Entity:     Tony Randall
Gold Answer:      [['1962', '1964', '1939', '1957', '1960', '1959', '1961', '1969']]
Predicted Ans:    1959
Predicted Path:   Tony Randall --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Path (Raw):       Tony Randall --[No Operation]--> Tony Randall --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Neg LogProb(↓):   0.054157
Path Entropy(↓):  0.308880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by trevor griffiths
Start Entity:     Trevor Griffiths
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Trevor Griffiths --[(INV) written_by]--> Reds --[release_year]--> 1981
Path (Raw):       Trevor Griffiths --[No Operation]--> Trevor Griffiths --[(INV) written_by]--> Reds --[release_year]--> 1981
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie finding amanda
Start Entity:     Finding Amanda
Gold Answer:      [['Edward Zwick', 'Mike Nichols', 'Alexander Payne', 'John Badham', 'Terry Kinney', 'Matthew Broderick', 'Betty Thomas', 'Griffin Dunne', 'Richard Donner', 'Roland Emmerich', 'Sam Taylor', 'Nelson McCormick', 'Tom Cairns', 'Joshua Goldin', 'John Whitesell', 'David M. Rosenthal', 'Paul Lynch', 'Bryan Forbes', 'Alan Parker', 'Susan Stroman', 'Lee Toland Krieger', 'Jeff Nathanson', 'Herbert Ross', 'Jason Moore', 'Kenneth Lonergan', 'Fred C. Newmeyer', 'Sam Fell', 'Robert Stevenhagen', 'Andrew Bergman', 'Francis Veber', 'Jeff Bleckner', 'Paul Bogart', 'Sidney Lumet', 'Ben Stiller', 'Roger Allers', 'Johnnie To', 'Rob Minkoff', 'Frank Oz', 'Mel Brooks', 'Gareth Edwards', 'John Hughes']]
Predicted Ans:    Gareth Edwards
Predicted Path:   Finding Amanda --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla --[directed_by]--> Gareth Edwards
Path (Raw):       Finding Amanda --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla --[directed_by]--> Gareth Edwards
Neg LogProb(↓):   0.664089
Path Entropy(↓):  1.499394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with pee - wee's big adventure fall under
Start Entity:     Pee-wee's Big Adventure
Gold Answer:      [['Horror', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Pee-wee's Big Adventure --[starred_actors]--> Diane Salinger --[(INV) starred_actors]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Path (Raw):       Pee-wee's Big Adventure --[starred_actors]--> Diane Salinger --[(INV) starred_actors]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Neg LogProb(↓):   0.068258
Path Entropy(↓):  0.280655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with sid silvers
Start Entity:     Sid Silvers
Gold Answer:      [['Jack McGowan', 'Harry W. Conn', 'Fred F. Finklehoffe', 'Howard Emmett Rogers', 'Richard Sherman', 'Moss Hart']]
Predicted Ans:    Moss Hart
Predicted Path:   Sid Silvers --[(INV) written_by]--> Broadway Melody of 1936 --[written_by]--> Moss Hart
Path (Raw):       Sid Silvers --[No Operation]--> Sid Silvers --[(INV) written_by]--> Broadway Melody of 1936 --[written_by]--> Moss Hart
Neg LogProb(↓):   0.002821
Path Entropy(↓):  0.022770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie graffiti bridge were released in which years
Start Entity:     Graffiti Bridge
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Graffiti Bridge --[directed_by]--> Prince --[(INV) directed_by]--> Under the Cherry Moon --[release_year]--> 1986
Path (Raw):       Graffiti Bridge --[directed_by]--> Prince --[(INV) directed_by]--> Under the Cherry Moon --[release_year]--> 1986
Neg LogProb(↓):   0.005918
Path Entropy(↓):  0.040407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of little children
Start Entity:     Little Children
Gold Answer:      [['In the Bedroom']]
Predicted Ans:    Little Children
Predicted Path:   Little Children --[directed_by]--> Todd Field --[(INV) directed_by]--> Little Children
Path (Raw):       Little Children --[No Operation]--> Little Children --[directed_by]--> Todd Field --[(INV) directed_by]--> Little Children
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of christine
Start Entity:     Christine
Gold Answer:      [['1980', '2003', '1992', '1993', '1985', '1984', '2007', '1998', '2009', '2004', '1982', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2013', '1997', '1999', '1987', '1986', '1952']]
Predicted Ans:    2003
Predicted Path:   Christine --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Path (Raw):       Christine --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Neg LogProb(↓):   1.294191
Path Entropy(↓):  2.449824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the hit list
Start Entity:     The Hit List
Gold Answer:      [['One in the Chamber', 'Sinners and Saints']]
Predicted Ans:    The Hit List
Predicted Path:   The Hit List --[directed_by]--> William Kaufman --[(INV) directed_by]--> The Hit List
Path (Raw):       The Hit List --[No Operation]--> The Hit List --[directed_by]--> William Kaufman --[(INV) directed_by]--> The Hit List
Neg LogProb(↓):   0.805928
Path Entropy(↓):  1.063382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The scriptwriter of half moon street also wrote which films
Start Entity:     Half Moon Street
Gold Answer:      [['Saint Jack', 'Chinese Box', 'The Mosquito Coast']]
Predicted Ans:    Half Moon Street
Predicted Path:   Half Moon Street --[written_by]--> Bob Swaim --[(INV) written_by]--> Half Moon Street
Path (Raw):       Half Moon Street --[written_by]--> Bob Swaim --[(INV) written_by]--> Half Moon Street --[No Operation]--> Half Moon Street
Neg LogProb(↓):   0.013600
Path Entropy(↓):  0.071646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by the director of the deep blue sea starred who
Start Entity:     The Deep Blue Sea
Gold Answer:      [['Terence Davies', 'Diana Scarwid', 'Jacob Tierney', 'Gillian Anderson', 'Marjorie Yates', 'Leigh McCormack', 'Anthony Watson', 'Gena Rowlands']]
Predicted Ans:    Rachel Weisz
Predicted Path:   The Deep Blue Sea --[directed_by]--> Terence Davies --[(INV) directed_by]--> The Deep Blue Sea --[starred_actors]--> Rachel Weisz
Path (Raw):       The Deep Blue Sea --[directed_by]--> Terence Davies --[(INV) directed_by]--> The Deep Blue Sea --[starred_actors]--> Rachel Weisz
Neg LogProb(↓):   0.629207
Path Entropy(↓):  1.110818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies starred by one missed call actors
Start Entity:     One Missed Call
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   One Missed Call --[starred_actors]--> Shannyn Sossamon --[(INV) starred_actors]--> One Missed Call --[has_genre]--> Horror
Path (Raw):       One Missed Call --[starred_actors]--> Shannyn Sossamon --[(INV) starred_actors]--> One Missed Call --[has_genre]--> Horror
Neg LogProb(↓):   0.938556
Path Entropy(↓):  1.255688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the boys from brazil
Start Entity:     The Boys from Brazil
Gold Answer:      [['Gregory Peck', 'James Mason', 'Lilli Palmer', 'Laurence Olivier']]
Predicted Ans:    Gregory Peck
Predicted Path:   The Boys from Brazil --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Path (Raw):       The Boys from Brazil --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.111182
Path Entropy(↓):  0.533811
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by francesca ciardi
Start Entity:     Francesca Ciardi
Gold Answer:      [['Gianfranco Clerici']]
Predicted Ans:    Gianfranco Clerici
Predicted Path:   Francesca Ciardi --[(INV) starred_actors]--> Cannibal Holocaust --[written_by]--> Gianfranco Clerici
Path (Raw):       Francesca Ciardi --[No Operation]--> Francesca Ciardi --[(INV) starred_actors]--> Cannibal Holocaust --[written_by]--> Gianfranco Clerici
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by rod amateau release
Start Entity:     Rod Amateau
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Rod Amateau --[(INV) directed_by]--> The Garbage Pail Kids Movie --[release_year]--> 1987
Path (Raw):       Rod Amateau --[No Operation]--> Rod Amateau --[(INV) directed_by]--> The Garbage Pail Kids Movie --[release_year]--> 1987
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by aria writers release
Start Entity:     Aria
Gold Answer:      [['2001']]
Predicted Ans:    1987
Predicted Path:   Aria --[written_by]--> Don Boyd --[(INV) written_by]--> Aria --[release_year]--> 1987
Path (Raw):       Aria --[written_by]--> Don Boyd --[(INV) written_by]--> Aria --[release_year]--> 1987
Neg LogProb(↓):   0.257948
Path Entropy(↓):  0.536072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by mark twain actors
Start Entity:     Mark Twain
Gold Answer:      [['Stuart Orme', 'Jack Hofsiss', 'Jerry Ciccoritti', 'John Carpenter', 'David Lynch', 'Emilio Estevez', 'John Musker', 'Ron Clements', 'Fred Barzyk', 'David Twohy', 'Harald Zwart', 'Allen Hughes']]
Predicted Ans:    David Lynch
Predicted Path:   Mark Twain --[starred_actors]--> Kevin Conway --[(INV) starred_actors]--> The Elephant Man --[directed_by]--> David Lynch
Path (Raw):       Mark Twain --[starred_actors]--> Kevin Conway --[(INV) starred_actors]--> The Elephant Man --[directed_by]--> David Lynch
Neg LogProb(↓):   0.321388
Path Entropy(↓):  1.074811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie a little trip to heaven
Start Entity:     A Little Trip to Heaven
Gold Answer:      [['Baltasar Kormákur']]
Predicted Ans:    Baltasar Kormákur
Predicted Path:   A Little Trip to Heaven --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> Inhale --[directed_by]--> Baltasar Kormákur
Path (Raw):       A Little Trip to Heaven --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> Inhale --[directed_by]--> Baltasar Kormákur
Neg LogProb(↓):   0.000054
Path Entropy(↓):  0.000649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote always tell your wife
Start Entity:     Always Tell Your Wife
Gold Answer:      [['Hugh Croise', 'Seymour Hicks']]
Predicted Ans:    Seymour Hicks
Predicted Path:   Always Tell Your Wife --[written_by]--> Seymour Hicks --[(INV) written_by]--> Always Tell Your Wife --[written_by]--> Seymour Hicks
Path (Raw):       Always Tell Your Wife --[written_by]--> Seymour Hicks --[(INV) written_by]--> Always Tell Your Wife --[written_by]--> Seymour Hicks
Neg LogProb(↓):   0.550657
Path Entropy(↓):  1.089113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by roger pullis fall under
Start Entity:     Roger Pullis
Gold Answer:      [['Documentary', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   Roger Pullis --[(INV) written_by]--> Bully --[has_genre]--> Documentary
Path (Raw):       Roger Pullis --[No Operation]--> Roger Pullis --[(INV) written_by]--> Bully --[has_genre]--> Documentary
Neg LogProb(↓):   0.008711
Path Entropy(↓):  0.049812
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie nazis at the center of the earth are directed by who
Start Entity:     Nazis at the Center of the Earth
Gold Answer:      [['Stanley Kubrick', 'Jefery Levy', 'Adrian Lyne', 'Dean Parisot', 'Christopher Folino', 'Monte Hellman', 'Stephen Bridgewater', 'Jonathan Kahn']]
Predicted Ans:    Adrian Lyne
Predicted Path:   Nazis at the Center of the Earth --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[directed_by]--> Adrian Lyne
Path (Raw):       Nazis at the Center of the Earth --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[directed_by]--> Adrian Lyne
Neg LogProb(↓):   0.041687
Path Entropy(↓):  0.212691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the program were in which genres
Start Entity:     The Program
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Program --[directed_by]--> David S. Ward --[(INV) directed_by]--> Major League --[has_genre]--> Comedy
Path (Raw):       The Program --[directed_by]--> David S. Ward --[(INV) directed_by]--> Major League --[has_genre]--> Comedy
Neg LogProb(↓):   0.000104
Path Entropy(↓):  0.001146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by jay cheel fall under
Start Entity:     Jay Cheel
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jay Cheel --[(INV) written_by]--> Beauty Day --[has_genre]--> Documentary
Path (Raw):       Jay Cheel --[No Operation]--> Jay Cheel --[(INV) written_by]--> Beauty Day --[has_genre]--> Documentary
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the man they could not hang
Start Entity:     The Man They Could Not Hang
Gold Answer:      [['Terry O. Morse', 'Robert Wise', 'Edward Dmytryk', 'Cecil B. DeMille', 'Lew Landers', 'Charles Lamont', 'Charles Brabin', 'Ulli Lommel', 'Karl Freund', 'Erle C. Kenton', 'John Ford', 'Mark Robson', 'J. Searle Dawley', 'Terence Fisher', 'Michael Curtiz', 'Stephen Sommers', 'Jacques Tourneur', 'Douglas Sirk', 'Preston A. Whitmore II', 'Jesper Ganslandt', 'Mario Bava', 'William Nigh', 'Roger Corman', 'James Whale', 'Joseph Pevney', 'Robert Day', 'Rowland V. Lee', 'Edgar G. Ulmer', 'James McTeigue', 'Roy William Neill']]
Predicted Ans:    Roger Corman
Predicted Path:   The Man They Could Not Hang --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       The Man They Could Not Hang --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.803564
Path Entropy(↓):  2.186694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the legend of hercules fall under
Start Entity:     The Legend of Hercules
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   The Legend of Hercules --[directed_by]--> Renny Harlin --[(INV) directed_by]--> 12 Rounds --[has_genre]--> Action
Path (Raw):       The Legend of Hercules --[directed_by]--> Renny Harlin --[(INV) directed_by]--> 12 Rounds --[has_genre]--> Action
Neg LogProb(↓):   0.160070
Path Entropy(↓):  0.600062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of baby geniuses
Start Entity:     Baby Geniuses
Gold Answer:      [['Keir Dullea', 'Lacey Chabert', 'Mary Elizabeth Winstead', 'Olivia Hussey', 'John Hurt', 'Dolly Parton', 'Riccardo Scamarcio', 'Nicole Grimaudo', 'Ennio Fantastichini', 'Alessandro Preziosi', 'Alan Ormsby', 'Michelle Trachtenberg', 'Judd Nelson', 'Margot Kidder', 'Elizabeth Perkins', 'Katie Cassidy', 'Sylvester Stallone', 'Gene Hackman', 'Jason Lewis', 'Dan Aykroyd', 'John Saxon', 'Brittany Murphy']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Baby Geniuses --[directed_by]--> Bob Clark --[(INV) directed_by]--> Rhinestone --[starred_actors]--> Sylvester Stallone
Path (Raw):       Baby Geniuses --[directed_by]--> Bob Clark --[(INV) directed_by]--> Rhinestone --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.001943
Path Entropy(↓):  0.015980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the dream team, when was it released
Start Entity:     The Dream Team
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   The Dream Team --[release_year]--> 1989 --[(INV) release_year]--> Uncle Buck --[release_year]--> 1989
Path (Raw):       The Dream Team --[release_year]--> 1989 --[(INV) release_year]--> Uncle Buck --[release_year]--> 1989
Neg LogProb(↓):   3.204045
Path Entropy(↓):  4.423920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the beast within
Start Entity:     The Beast Within
Gold Answer:      [['1996', '1984']]
Predicted Ans:    1984
Predicted Path:   The Beast Within --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[release_year]--> 1984
Path (Raw):       The Beast Within --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[release_year]--> 1984
Neg LogProb(↓):   0.032651
Path Entropy(↓):  0.164074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does gregoire colin appear in
Start Entity:     Grégoire Colin
Gold Answer:      [['Before the Rain']]
Predicted Ans:    Career Girls
Predicted Path:   Grégoire Colin --[(INV) starred_actors]--> Before the Rain --[starred_actors]--> Katrin Cartlidge --[(INV) starred_actors]--> Career Girls
Path (Raw):       Grégoire Colin --[(INV) starred_actors]--> Before the Rain --[starred_actors]--> Katrin Cartlidge --[(INV) starred_actors]--> Career Girls
Neg LogProb(↓):   0.010977
Path Entropy(↓):  0.060794
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film stake land was written by who
Start Entity:     Stake Land
Gold Answer:      [['Nick Damici', 'Jim Mickle']]
Predicted Ans:    Jim Mickle
Predicted Path:   Stake Land --[written_by]--> Jim Mickle --[(INV) written_by]--> Cold in July --[written_by]--> Jim Mickle
Path (Raw):       Stake Land --[written_by]--> Jim Mickle --[(INV) written_by]--> Cold in July --[written_by]--> Jim Mickle
Neg LogProb(↓):   0.046703
Path Entropy(↓):  0.219386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie weary river
Start Entity:     Weary River
Gold Answer:      [['1929']]
Predicted Ans:    1929
Predicted Path:   Weary River --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Path (Raw):       Weary River --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Neg LogProb(↓):   1.772316
Path Entropy(↓):  2.815025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Eric cantona appears in which movies
Start Entity:     Eric Cantona
Gold Answer:      [['Looking for Eric']]
Predicted Ans:    Looking for Eric
Predicted Path:   Eric Cantona --[(INV) starred_actors]--> Looking for Eric --[starred_actors]--> Eric Cantona --[(INV) starred_actors]--> Looking for Eric
Path (Raw):       Eric Cantona --[(INV) starred_actors]--> Looking for Eric --[starred_actors]--> Eric Cantona --[(INV) starred_actors]--> Looking for Eric
Neg LogProb(↓):   0.003234
Path Entropy(↓):  0.021746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by tyrese gibson released
Start Entity:     Tyrese Gibson
Gold Answer:      [['2001', '2003', '2005', '2010', '2006', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Tyrese Gibson --[(INV) starred_actors]--> Legion --[release_year]--> 2010
Path (Raw):       Tyrese Gibson --[No Operation]--> Tyrese Gibson --[(INV) starred_actors]--> Legion --[release_year]--> 2010
Neg LogProb(↓):   1.015718
Path Entropy(↓):  1.398637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did allison anders write
Start Entity:     Allison Anders
Gold Answer:      [['Sugar Town', 'Grace of My Heart', 'Things Behind the Sun', 'Four Rooms', 'Border Radio']]
Predicted Ans:    Grace of My Heart
Predicted Path:   Allison Anders --[(INV) written_by]--> Grace of My Heart --[written_by]--> Allison Anders --[(INV) written_by]--> Grace of My Heart
Path (Raw):       Allison Anders --[(INV) written_by]--> Grace of My Heart --[written_by]--> Allison Anders --[(INV) written_by]--> Grace of My Heart
Neg LogProb(↓):   0.081183
Path Entropy(↓):  0.384948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of autumn sonata
Start Entity:     Autumn Sonata
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Cary Grant', 'Robert Montgomery', 'Tallulah Bankhead', 'Bibi Andersson', 'Viggo Mortensen', 'Elizabeth Taylor', 'Liv Ullmann', 'Erland Josephson', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Michael Fassbender', 'Bengt Ekerot', 'Gunnel Lindblom', 'Katharine Isabelle', 'Diana Rigg', 'Len Cariou']]
Predicted Ans:    Max von Sydow
Predicted Path:   Autumn Sonata --[written_by]--> Ingmar Bergman --[(INV) written_by]--> The Magician --[starred_actors]--> Max von Sydow
Path (Raw):       Autumn Sonata --[written_by]--> Ingmar Bergman --[(INV) written_by]--> The Magician --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   1.066459
Path Entropy(↓):  1.415634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the goat
Start Entity:     The Goat
Gold Answer:      [['1921']]
Predicted Ans:    1921
Predicted Path:   The Goat --[release_year]--> 1921 --[(INV) release_year]--> The Phantom Carriage --[release_year]--> 1921
Path (Raw):       The Goat --[release_year]--> 1921 --[(INV) release_year]--> The Phantom Carriage --[release_year]--> 1921
Neg LogProb(↓):   0.825763
Path Entropy(↓):  1.686961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of what maisie knew
Start Entity:     What Maisie Knew
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   What Maisie Knew --[written_by]--> Henry James --[(INV) written_by]--> The Golden Bowl --[has_genre]--> Drama
Path (Raw):       What Maisie Knew --[written_by]--> Henry James --[(INV) written_by]--> The Golden Bowl --[has_genre]--> Drama
Neg LogProb(↓):   0.069615
Path Entropy(↓):  0.314316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for diary of a cannibal
Start Entity:     Diary of a Cannibal
Gold Answer:      [['Ulli Lommel']]
Predicted Ans:    Ulli Lommel
Predicted Path:   Diary of a Cannibal --[directed_by]--> Ulli Lommel --[(INV) directed_by]--> The Tomb --[directed_by]--> Ulli Lommel
Path (Raw):       Diary of a Cannibal --[directed_by]--> Ulli Lommel --[(INV) directed_by]--> The Tomb --[directed_by]--> Ulli Lommel
Neg LogProb(↓):   0.010328
Path Entropy(↓):  0.063002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the other side of sunday
Start Entity:     The Other Side of Sunday
Gold Answer:      [['Bjørn Sundquist', 'Marie Theisen']]
Predicted Ans:    Marie Theisen
Predicted Path:   The Other Side of Sunday --[starred_actors]--> Marie Theisen --[(INV) starred_actors]--> The Other Side of Sunday --[starred_actors]--> Marie Theisen
Path (Raw):       The Other Side of Sunday --[starred_actors]--> Marie Theisen --[(INV) starred_actors]--> The Other Side of Sunday --[starred_actors]--> Marie Theisen
Neg LogProb(↓):   0.004282
Path Entropy(↓):  0.030440
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by takayuki yamada
Start Entity:     Takayuki Yamada
Gold Answer:      [['Daisuke Tengan', 'Hiroshi Takahashi']]
Predicted Ans:    Hiroshi Takahashi
Predicted Path:   Takayuki Yamada --[(INV) starred_actors]--> Crows Zero --[written_by]--> Hiroshi Takahashi
Path (Raw):       Takayuki Yamada --[No Operation]--> Takayuki Yamada --[(INV) starred_actors]--> Crows Zero --[written_by]--> Hiroshi Takahashi
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with tinker lindsay
Start Entity:     Tinker Lindsay
Gold Answer:      [['Peter Chelsom', 'Maria von Heland', 'François Lelord']]
Predicted Ans:    Peter Chelsom
Predicted Path:   Tinker Lindsay --[(INV) written_by]--> Hector and the Search for Happiness --[written_by]--> Peter Chelsom
Path (Raw):       Tinker Lindsay --[No Operation]--> Tinker Lindsay --[(INV) written_by]--> Hector and the Search for Happiness --[written_by]--> Peter Chelsom
Neg LogProb(↓):   0.039466
Path Entropy(↓):  0.190914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what the consequences of love is about
Start Entity:     The Consequences of Love
Gold Answer:      [['paolo sorrentino']]
Predicted Ans:    paolo sorrentino
Predicted Path:   The Consequences of Love --[has_tags]--> paolo sorrentino --[(INV) has_tags]--> One Man Up --[has_tags]--> paolo sorrentino
Path (Raw):       The Consequences of Love --[has_tags]--> paolo sorrentino --[(INV) has_tags]--> One Man Up --[has_tags]--> paolo sorrentino
Neg LogProb(↓):   0.000128
Path Entropy(↓):  0.001326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed see no evil, hear no evil
Start Entity:     See No Evil, Hear No Evil
Gold Answer:      [['Ray Milland', 'Ali MacGraw', 'Richard Pryor', 'Steve Martin', 'Peter Falk', 'John Marley', 'Julie Andrews', 'Shelley Long', 'Robin Tunney', 'Maureen Stapleton', 'Sophia Loren', 'Barbara Harris', 'Judith Ivey', 'Steve Lawrence', 'Patrick McGoohan', "Peter O'Toole", 'Charles Grodin', 'Judd Hirsch', 'Dyan Cannon', "Catherine O'Hara", 'Lee Grant', 'Nick Nolte', 'Richard E. Grant', 'Tuesday Weld', 'James Garner', 'Michael Douglas', 'George Peppard', 'Dick Shawn', 'JoBeth Williams', 'Rod Steiger', 'Tom Arnold', 'Gene Wilder', 'David Paymer', 'Ian Bannen', 'Ralph Macchio', 'Melvyn Douglas', 'Walter Matthau', 'Bette Midler', 'Lee Remick', 'Alan Arkin', 'Jill Clayburgh', 'James Coco', 'James Belushi', 'Mary Steenburgen', 'George C. Scott', 'Dudley Moore', 'Valerie Perrine', 'James Coburn', 'Al Pacino', 'Natalie Wood', 'Chill Wills', 'Rock Hudson', "Ryan O'Neal"]]
Predicted Ans:    George C. Scott
Predicted Path:   See No Evil, Hear No Evil --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       See No Evil, Hear No Evil --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.142539
Path Entropy(↓):  0.533802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie investigation of a citizen above suspicion were in which genres
Start Entity:     Investigation of a Citizen Above Suspicion
Gold Answer:      [['Drama']]
Predicted Ans:    Western
Predicted Path:   Investigation of a Citizen Above Suspicion --[starred_actors]--> Gian Maria Volonté --[(INV) starred_actors]--> For a Few Dollars More --[has_genre]--> Western
Path (Raw):       Investigation of a Citizen Above Suspicion --[starred_actors]--> Gian Maria Volonté --[(INV) starred_actors]--> For a Few Dollars More --[has_genre]--> Western
Neg LogProb(↓):   0.755407
Path Entropy(↓):  1.249320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by the director of vincent starred who
Start Entity:     Vincent
Gold Answer:      [['Christoph Waltz', 'Maurice Evans', 'Michael Gambon', 'Gary Cooper', 'Miranda Richardson', 'Annette Bening', 'Jessica Lange', 'Jack Nicholson', 'Glenn Close', 'Mia Wasikowska', 'Kathryn Beaumont', "Catherine O'Hara", 'Alec Baldwin', 'Patricia Arquette', 'Ed Wynn', 'Martin Landau', 'Martin Short', 'Paul Reubens', 'Charlton Heston', 'Winona Ryder', 'Michelle Pfeiffer', 'Dianne Wiest', 'Ewan McGregor', 'Roddy McDowall', 'Amy Adams', 'Sarah Jessica Parker', 'Michael Clarke Duncan', 'Ben Kingsley', 'Christopher Walken', 'Whoopi Goldberg', 'Christopher Lloyd', 'Kim Basinger', 'Freddie Highmore', 'Pierce Brosnan', 'Johnny Depp', 'Eva Green', 'Danny DeVito', 'Natalie Gregory', 'Billy Crudup', 'Elizabeth Daily', 'Kim Hunter', 'Albert Finney', 'Lewis Wilson', 'Mark Wahlberg', 'Tim Roth', 'Geena Davis', 'Robert Wuhl', 'Michael Keaton', 'Christina Ricci', 'Mark Holton', 'Diane Salinger', 'Anthony Michael Hall', 'Anne Hathaway', 'Helena Bonham Carter']]
Predicted Ans:    Catherine O'Hara
Predicted Path:   Vincent --[directed_by]--> Tim Burton --[(INV) directed_by]--> Frankenweenie --[starred_actors]--> Catherine O'Hara
Path (Raw):       Vincent --[directed_by]--> Tim Burton --[(INV) directed_by]--> Frankenweenie --[starred_actors]--> Catherine O'Hara
Neg LogProb(↓):   0.728055
Path Entropy(↓):  1.486889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with magic magic were released in which years
Start Entity:     Magic Magic
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Magic Magic --[written_by]--> Sebastián Silva --[(INV) written_by]--> The Maid --[release_year]--> 2009
Path (Raw):       Magic Magic --[written_by]--> Sebastián Silva --[(INV) written_by]--> The Maid --[release_year]--> 2009
Neg LogProb(↓):   0.108558
Path Entropy(↓):  0.331353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by brian petsos release
Start Entity:     Brian Petsos
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Brian Petsos --[(INV) written_by]--> Revenge for Jolly! --[release_year]--> 2012
Path (Raw):       Brian Petsos --[No Operation]--> Brian Petsos --[(INV) written_by]--> Revenge for Jolly! --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie water for elephants in a few words
Start Entity:     Water for Elephants
Gold Answer:      [['robert pattinson', 'reese witherspoon', 'christoph waltz', 'elephants']]
Predicted Ans:    reese witherspoon
Predicted Path:   Water for Elephants --[has_tags]--> reese witherspoon --[(INV) has_tags]--> This Means War --[has_tags]--> reese witherspoon
Path (Raw):       Water for Elephants --[has_tags]--> reese witherspoon --[(INV) has_tags]--> This Means War --[has_tags]--> reese witherspoon
Neg LogProb(↓):   0.966466
Path Entropy(↓):  0.687124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie diabolique
Start Entity:     Diabolique
Gold Answer:      [['Robert Rodat']]
Predicted Ans:    Don Roos
Predicted Path:   Diabolique --[directed_by]--> Jeremiah S. Chechik --[(INV) directed_by]--> Diabolique --[written_by]--> Don Roos
Path (Raw):       Diabolique --[directed_by]--> Jeremiah S. Chechik --[(INV) directed_by]--> Diabolique --[written_by]--> Don Roos
Neg LogProb(↓):   0.022025
Path Entropy(↓):  0.121473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of the pornographer
Start Entity:     The Pornographer
Gold Answer:      [['2011', '2003', '2014']]
Predicted Ans:    2014
Predicted Path:   The Pornographer --[written_by]--> Bertrand Bonello --[(INV) written_by]--> Saint Laurent --[release_year]--> 2014
Path (Raw):       The Pornographer --[written_by]--> Bertrand Bonello --[(INV) written_by]--> Saint Laurent --[release_year]--> 2014
Neg LogProb(↓):   0.297536
Path Entropy(↓):  0.661187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote blood of the vampire
Start Entity:     Blood of the Vampire
Gold Answer:      [['Roy Ward Baker', 'Karl Freund', 'Freddie Francis', 'Terence Fisher', 'Stephen Sommers']]
Predicted Ans:    Terence Fisher
Predicted Path:   Blood of the Vampire --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Man Who Could Cheat Death --[directed_by]--> Terence Fisher
Path (Raw):       Blood of the Vampire --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Man Who Could Cheat Death --[directed_by]--> Terence Fisher
Neg LogProb(↓):   0.198627
Path Entropy(↓):  0.478643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of when will i be loved
Start Entity:     When Will I Be Loved
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   When Will I Be Loved --[written_by]--> James Toback --[(INV) written_by]--> Exposed --[in_language]--> English
Path (Raw):       When Will I Be Loved --[written_by]--> James Toback --[(INV) written_by]--> Exposed --[in_language]--> English
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of enchantment
Start Entity:     Enchantment
Gold Answer:      [['The Big Street', 'Crack-Up', 'The Bachelor and the Bobby-Soxer']]
Predicted Ans:    The Big Street
Predicted Path:   Enchantment --[directed_by]--> Irving Reis --[(INV) directed_by]--> The Big Street
Path (Raw):       Enchantment --[directed_by]--> Irving Reis --[(INV) directed_by]--> The Big Street --[No Operation]--> The Big Street
Neg LogProb(↓):   0.013088
Path Entropy(↓):  0.078766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by scott turow
Start Entity:     Scott Turow
Gold Answer:      [['Bonnie Bedelia', 'Brian Dennehy', 'Harrison Ford']]
Predicted Ans:    Harrison Ford
Predicted Path:   Scott Turow --[(INV) written_by]--> Presumed Innocent --[starred_actors]--> Harrison Ford
Path (Raw):       Scott Turow --[No Operation]--> Scott Turow --[(INV) written_by]--> Presumed Innocent --[starred_actors]--> Harrison Ford
Neg LogProb(↓):   0.003056
Path Entropy(↓):  0.022553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by matt day release
Start Entity:     Matt Day
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Matt Day --[(INV) starred_actors]--> Love and Other Catastrophes --[release_year]--> 1996
Path (Raw):       Matt Day --[No Operation]--> Matt Day --[(INV) starred_actors]--> Love and Other Catastrophes --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of brooks benedict acted films
Start Entity:     Brooks Benedict
Gold Answer:      [['1990', '1925']]
Predicted Ans:    1925
Predicted Path:   Brooks Benedict --[(INV) starred_actors]--> The Freshman --[release_year]--> 1925
Path (Raw):       Brooks Benedict --[No Operation]--> Brooks Benedict --[(INV) starred_actors]--> The Freshman --[release_year]--> 1925
Neg LogProb(↓):   0.112053
Path Entropy(↓):  0.338077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the bling ring
Start Entity:     The Bling Ring
Gold Answer:      [['2003', '2010', '1938', '2006', '1999']]
Predicted Ans:    2013
Predicted Path:   The Bling Ring --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> The Bling Ring --[release_year]--> 2013
Path (Raw):       The Bling Ring --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> The Bling Ring --[release_year]--> 2013
Neg LogProb(↓):   0.064509
Path Entropy(↓):  0.304840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor emile meyer is a co - star of who
Start Entity:     Emile Meyer
Gold Answer:      [['Leo Gordon', 'Neville Brand', 'Frank Faylen']]
Predicted Ans:    Frank Faylen
Predicted Path:   Emile Meyer --[(INV) starred_actors]--> Riot in Cell Block 11 --[starred_actors]--> Frank Faylen
Path (Raw):       Emile Meyer --[No Operation]--> Emile Meyer --[(INV) starred_actors]--> Riot in Cell Block 11 --[starred_actors]--> Frank Faylen
Neg LogProb(↓):   0.050852
Path Entropy(↓):  0.214690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote pin
Start Entity:     Pin
Gold Answer:      [['Sandor Stern', 'Andrew Neiderman']]
Predicted Ans:    Andrew Neiderman
Predicted Path:   Pin --[written_by]--> Andrew Neiderman --[(INV) written_by]--> Pin --[written_by]--> Andrew Neiderman
Path (Raw):       Pin --[written_by]--> Andrew Neiderman --[(INV) written_by]--> Pin --[written_by]--> Andrew Neiderman
Neg LogProb(↓):   0.002304
Path Entropy(↓):  0.017442
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with rocky v fall under
Start Entity:     Rocky V
Gold Answer:      [['Sport', 'Short', 'Drama', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Rocky V --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[has_genre]--> Drama
Path (Raw):       Rocky V --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[has_genre]--> Drama
Neg LogProb(↓):   0.013762
Path Entropy(↓):  0.077440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by mutants
Start Entity:     mutants
Gold Answer:      [['I Am Legend', 'World Without End', 'X-Men']]
Predicted Ans:    I Am Legend
Predicted Path:   mutants --[(INV) has_tags]--> I Am Legend --[has_tags]--> francis lawrence --[(INV) has_tags]--> I Am Legend
Path (Raw):       mutants --[(INV) has_tags]--> I Am Legend --[has_tags]--> francis lawrence --[(INV) has_tags]--> I Am Legend
Neg LogProb(↓):   0.085162
Path Entropy(↓):  0.286525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did juan carlos tabio direct
Start Entity:     Juan Carlos Tabío
Gold Answer:      [['Strawberry and Chocolate', '7 Days in Havana', 'Guantanamera']]
Predicted Ans:    La muerte de un burócrata
Predicted Path:   Juan Carlos Tabío --[(INV) directed_by]--> Guantanamera --[directed_by]--> Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata
Path (Raw):       Juan Carlos Tabío --[(INV) directed_by]--> Guantanamera --[directed_by]--> Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata
Neg LogProb(↓):   0.549215
Path Entropy(↓):  1.392042
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of stockholm east
Start Entity:     Stockholm East
Gold Answer:      [['Simon Kaijser']]
Predicted Ans:    Simon Kaijser
Predicted Path:   Stockholm East --[directed_by]--> Simon Kaijser --[(INV) directed_by]--> Stockholm East --[directed_by]--> Simon Kaijser
Path (Raw):       Stockholm East --[directed_by]--> Simon Kaijser --[(INV) directed_by]--> Stockholm East --[directed_by]--> Simon Kaijser
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by stormy waters actors
Start Entity:     Stormy Waters
Gold Answer:      [["John O'Hara", 'Julien Duvivier', 'Henri La Barthe', 'Casey Robinson', 'Émile Zola', 'Antoine Blondin', 'Jacques Prévert', 'Gladys Hurlbut', 'Howard Harris', 'William Bowers', 'Claude Lelouch', 'Rosalind Keating Shaffer', 'Michel Audiard', 'René Barjavel', 'Raymond Bernard', 'Willard Robertson', 'Joshua Logan', 'René Clair', 'Jack Moffitt', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'Jay Dratler', 'Ralph Spence', 'Charles Nordhoff', 'James Norman Hall', 'Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   Stormy Waters --[starred_actors]--> Jean Gabin --[(INV) starred_actors]--> La Bête Humaine --[written_by]--> Jean Renoir
Path (Raw):       Stormy Waters --[starred_actors]--> Jean Gabin --[(INV) starred_actors]--> La Bête Humaine --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.619383
Path Entropy(↓):  1.079866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by jesse james actors
Start Entity:     Jesse James
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Jesse James --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Jesse James --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   1.265879
Path Entropy(↓):  1.641232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by timothy hutton
Start Entity:     timothy hutton
Gold Answer:      [['The Killing Room', 'Ordinary People']]
Predicted Ans:    Ordinary People
Predicted Path:   timothy hutton --[(INV) has_tags]--> Ordinary People --[has_tags]--> mary tyler moore --[(INV) has_tags]--> Ordinary People
Path (Raw):       timothy hutton --[(INV) has_tags]--> Ordinary People --[has_tags]--> mary tyler moore --[(INV) has_tags]--> Ordinary People
Neg LogProb(↓):   0.007067
Path Entropy(↓):  0.048191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films in bruges are written by who
Start Entity:     In Bruges
Gold Answer:      [['Martin McDonagh']]
Predicted Ans:    Martin McDonagh
Predicted Path:   In Bruges --[directed_by]--> Martin McDonagh --[(INV) directed_by]--> Seven Psychopaths --[written_by]--> Martin McDonagh
Path (Raw):       In Bruges --[directed_by]--> Martin McDonagh --[(INV) directed_by]--> Seven Psychopaths --[written_by]--> Martin McDonagh
Neg LogProb(↓):   0.000249
Path Entropy(↓):  0.002476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of desperate journey
Start Entity:     Desperate Journey
Gold Answer:      [['Raoul Walsh']]
Predicted Ans:    Raoul Walsh
Predicted Path:   Desperate Journey --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[directed_by]--> Raoul Walsh
Path (Raw):       Desperate Journey --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[directed_by]--> Raoul Walsh
Neg LogProb(↓):   0.742427
Path Entropy(↓):  1.210987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the honor among lovers director release
Start Entity:     Honor Among Lovers
Gold Answer:      [['1940', '1937', '1933', '1936']]
Predicted Ans:    1937
Predicted Path:   Honor Among Lovers --[directed_by]--> Dorothy Arzner --[(INV) directed_by]--> The Last of Mrs. Cheyney --[release_year]--> 1937
Path (Raw):       Honor Among Lovers --[directed_by]--> Dorothy Arzner --[(INV) directed_by]--> The Last of Mrs. Cheyney --[release_year]--> 1937
Neg LogProb(↓):   0.606475
Path Entropy(↓):  1.178918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of i got the hook up
Start Entity:     I Got the Hook Up
Gold Answer:      [['Foolish', 'Lockdown']]
Predicted Ans:    I Got the Hook Up
Predicted Path:   I Got the Hook Up --[starred_actors]--> Master P --[(INV) starred_actors]--> I Got the Hook Up
Path (Raw):       I Got the Hook Up --[starred_actors]--> Master P --[No Operation]--> Master P --[(INV) starred_actors]--> I Got the Hook Up
Neg LogProb(↓):   0.132242
Path Entropy(↓):  0.422449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does alia bhatt appear in
Start Entity:     Alia Bhatt
Gold Answer:      [['Student of the Year', 'Highway']]
Predicted Ans:    Highway
Predicted Path:   Alia Bhatt --[(INV) starred_actors]--> Highway --[written_by]--> Imtiaz Ali --[(INV) written_by]--> Highway
Path (Raw):       Alia Bhatt --[(INV) starred_actors]--> Highway --[written_by]--> Imtiaz Ali --[(INV) written_by]--> Highway
Neg LogProb(↓):   0.007876
Path Entropy(↓):  0.054694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of black river
Start Entity:     Black River
Gold Answer:      [['Kwaidan', 'Harakiri', 'Samurai Rebellion']]
Predicted Ans:    Kwaidan
Predicted Path:   Black River --[directed_by]--> Masaki Kobayashi --[(INV) directed_by]--> Kwaidan
Path (Raw):       Black River --[No Operation]--> Black River --[directed_by]--> Masaki Kobayashi --[(INV) directed_by]--> Kwaidan
Neg LogProb(↓):   0.024143
Path Entropy(↓):  0.133363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by ric browde were in which genres
Start Entity:     Ric Browde
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ric Browde --[(INV) written_by]--> Behaving Badly --[has_genre]--> Comedy
Path (Raw):       Ric Browde --[No Operation]--> Ric Browde --[(INV) written_by]--> Behaving Badly --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by christina crawford
Start Entity:     Christina Crawford
Gold Answer:      [['Faye Dunaway']]
Predicted Ans:    Faye Dunaway
Predicted Path:   Christina Crawford --[(INV) written_by]--> Mommie Dearest --[starred_actors]--> Faye Dunaway
Path (Raw):       Christina Crawford --[No Operation]--> Christina Crawford --[(INV) written_by]--> Mommie Dearest --[starred_actors]--> Faye Dunaway
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by theodore melfi starred which actors
Start Entity:     Theodore Melfi
Gold Answer:      [["Chris O'Dowd", 'Melissa McCarthy', 'Bill Murray', 'Naomi Watts']]
Predicted Ans:    Chris O'Dowd
Predicted Path:   Theodore Melfi --[(INV) directed_by]--> St. Vincent --[starred_actors]--> Chris O'Dowd
Path (Raw):       Theodore Melfi --[No Operation]--> Theodore Melfi --[(INV) directed_by]--> St. Vincent --[starred_actors]--> Chris O'Dowd
Neg LogProb(↓):   0.459029
Path Entropy(↓):  0.780194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by gordon graham in
Start Entity:     Gordon Graham
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Gordon Graham --[(INV) written_by]--> The Boys --[in_language]--> Finnish
Path (Raw):       Gordon Graham --[No Operation]--> Gordon Graham --[(INV) written_by]--> The Boys --[in_language]--> Finnish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jackie burroughs acted films
Start Entity:     Jackie Burroughs
Gold Answer:      [['1982', '1985']]
Predicted Ans:    1982
Predicted Path:   Jackie Burroughs --[(INV) starred_actors]--> The Grey Fox --[release_year]--> 1982
Path (Raw):       Jackie Burroughs --[No Operation]--> Jackie Burroughs --[(INV) starred_actors]--> The Grey Fox --[release_year]--> 1982
Neg LogProb(↓):   0.457508
Path Entropy(↓):  0.657417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed forever mine
Start Entity:     Forever Mine
Gold Answer:      [['Robert Graysmith', 'Michael Gerbosi', 'Alan Ormsby', 'Patricia Hearst', 'Russell Banks', 'Alvin Moscow', 'DeWitt Bodeen', 'Elmore Leonard', 'Harold Pinter', 'Ian McEwan', 'Yoram Kaniuk', 'Paul Schrader', 'Bret Easton Ellis']]
Predicted Ans:    Paul Schrader
Predicted Path:   Forever Mine --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[written_by]--> Paul Schrader
Path (Raw):       Forever Mine --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[written_by]--> Paul Schrader
Neg LogProb(↓):   0.387873
Path Entropy(↓):  0.838868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did satoko okudera write
Start Entity:     Satoko Okudera
Gold Answer:      [['Summer Wars', 'The Girl Who Leapt Through Time']]
Predicted Ans:    Summer Wars
Predicted Path:   Satoko Okudera --[(INV) written_by]--> Summer Wars --[written_by]--> Mamoru Hosoda --[(INV) written_by]--> Summer Wars
Path (Raw):       Satoko Okudera --[(INV) written_by]--> Summer Wars --[written_by]--> Mamoru Hosoda --[(INV) written_by]--> Summer Wars
Neg LogProb(↓):   0.103102
Path Entropy(↓):  0.367987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was fritz rotter the writer of
Start Entity:     Fritz Rotter
Gold Answer:      [['Something in the Wind']]
Predicted Ans:    Something in the Wind
Predicted Path:   Fritz Rotter --[(INV) written_by]--> Something in the Wind --[written_by]--> Charles O'Neal --[(INV) written_by]--> Something in the Wind
Path (Raw):       Fritz Rotter --[(INV) written_by]--> Something in the Wind --[written_by]--> Charles O'Neal --[(INV) written_by]--> Something in the Wind
Neg LogProb(↓):   0.231730
Path Entropy(↓):  0.509749
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of maytime was
Start Entity:     Maytime
Gold Answer:      [['Robert Z. Leonard']]
Predicted Ans:    Robert Z. Leonard
Predicted Path:   Maytime --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Maytime --[directed_by]--> Robert Z. Leonard
Path (Raw):       Maytime --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Maytime --[directed_by]--> Robert Z. Leonard
Neg LogProb(↓):   0.712431
Path Entropy(↓):  1.155747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by takeshi kitano release
Start Entity:     Takeshi Kitano
Gold Answer:      [['2000', '2009', '2008', '1990', '2005', '1989', '1993', '2004', '2010', '1973', '1999', '2012', '2007']]
Predicted Ans:    1973
Predicted Path:   Takeshi Kitano --[(INV) starred_actors]--> Outrage --[release_year]--> 1973
Path (Raw):       Takeshi Kitano --[No Operation]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage --[release_year]--> 1973
Neg LogProb(↓):   0.834264
Path Entropy(↓):  2.232329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the man who laughs
Start Entity:     The Man Who Laughs
Gold Answer:      [['Russell Crowe', 'Richard Harris', 'Anthony Quinn', 'Salma Hayek', 'Harry Baur', 'Tom Hulce', 'Fredric March', 'Amanda Seyfried', 'Jason Alexander', 'Gina Lollobrigida', 'Mandy Patinkin', 'Jean Gabin', 'Demi Moore', 'Charles Laughton', 'Charles Vanel', 'Anne Hathaway', 'Hugh Jackman', "Maureen O'Hara"]]
Predicted Ans:    Gérard Depardieu
Predicted Path:   The Man Who Laughs --[written_by]--> Victor Hugo --[(INV) written_by]--> The Man Who Laughs --[starred_actors]--> Gérard Depardieu
Path (Raw):       The Man Who Laughs --[written_by]--> Victor Hugo --[(INV) written_by]--> The Man Who Laughs --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   1.477043
Path Entropy(↓):  1.830171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed mama
Start Entity:     Mama
Gold Answer:      [['Andrés Muschietti']]
Predicted Ans:    Andrés Muschietti
Predicted Path:   Mama --[directed_by]--> Andrés Muschietti --[(INV) directed_by]--> Mama --[directed_by]--> Andrés Muschietti
Path (Raw):       Mama --[directed_by]--> Andrés Muschietti --[(INV) directed_by]--> Mama --[directed_by]--> Andrés Muschietti
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie paulette
Start Entity:     Paulette
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Paulette --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Path (Raw):       Paulette --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Neg LogProb(↓):   2.316449
Path Entropy(↓):  3.093479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie a thousand words
Start Entity:     A Thousand Words
Gold Answer:      [['Brian Robbins']]
Predicted Ans:    Brian Robbins
Predicted Path:   A Thousand Words --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Ready to Rumble --[directed_by]--> Brian Robbins
Path (Raw):       A Thousand Words --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Ready to Rumble --[directed_by]--> Brian Robbins
Neg LogProb(↓):   0.671181
Path Entropy(↓):  0.732315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the gambler fall under
Start Entity:     The Gambler
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Gambler --[written_by]--> William Monahan --[(INV) written_by]--> The Departed --[has_genre]--> Drama
Path (Raw):       The Gambler --[written_by]--> William Monahan --[(INV) written_by]--> The Departed --[has_genre]--> Drama
Neg LogProb(↓):   0.821483
Path Entropy(↓):  1.279479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of rising sun
Start Entity:     Rising Sun
Gold Answer:      [['Philip Kaufman']]
Predicted Ans:    Philip Kaufman
Predicted Path:   Rising Sun --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Path (Raw):       Rising Sun --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Neg LogProb(↓):   0.288887
Path Entropy(↓):  0.786547
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie fled
Start Entity:     Fled
Gold Answer:      [['action']]
Predicted Ans:    louis leterrier
Predicted Path:   Fled --[has_tags]--> action --[(INV) has_tags]--> Transporter 2 --[has_tags]--> louis leterrier
Path (Raw):       Fled --[has_tags]--> action --[(INV) has_tags]--> Transporter 2 --[has_tags]--> louis leterrier
Neg LogProb(↓):   0.870876
Path Entropy(↓):  1.457603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote young frankenstein
Start Entity:     Young Frankenstein
Gold Answer:      [['1970', '1975', '1931', '1957', '2008', '2005', '1989', '1991', '1994', '1987', '1986', '1974', '1910', '1984', '1977']]
Predicted Ans:    1974
Predicted Path:   Young Frankenstein --[written_by]--> Mel Brooks --[(INV) written_by]--> Young Frankenstein --[release_year]--> 1974
Path (Raw):       Young Frankenstein --[written_by]--> Mel Brooks --[(INV) written_by]--> Young Frankenstein --[release_year]--> 1974
Neg LogProb(↓):   1.054941
Path Entropy(↓):  2.066683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the miracle of morgan's creek director release
Start Entity:     The Miracle of Morgan's Creek
Gold Answer:      [['1948', '1944', '1942', '1940', '1947', '1941', '1984']]
Predicted Ans:    1941
Predicted Path:   The Miracle of Morgan's Creek --[directed_by]--> Preston Sturges --[(INV) directed_by]--> The Lady Eve --[release_year]--> 1941
Path (Raw):       The Miracle of Morgan's Creek --[directed_by]--> Preston Sturges --[(INV) directed_by]--> The Lady Eve --[release_year]--> 1941
Neg LogProb(↓):   1.131146
Path Entropy(↓):  1.779880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie earth girls are easy were released in which years
Start Entity:     Earth Girls Are Easy
Gold Answer:      [['1980', '2008', '2003', '1992', '1985', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1983', '1995', '2001', '1990', '1989', '1938', '1996', '2002', '2012', '2011', '2013', '1988', '1997', '2005', '1991', '1999', '1986', '1958']]
Predicted Ans:    2003
Predicted Path:   Earth Girls Are Easy --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> Bruce Almighty --[release_year]--> 2003
Path (Raw):       Earth Girls Are Easy --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> Bruce Almighty --[release_year]--> 2003
Neg LogProb(↓):   1.424616
Path Entropy(↓):  2.356598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of wrong is right
Start Entity:     Wrong Is Right
Gold Answer:      [['Battle Circus', 'The Last Time I Saw Paris', 'The Professionals', 'The Catered Affair', 'Something of Value', 'Crisis', 'Looking for Mr. Goodbar', 'Take the High Ground!', 'In Cold Blood', 'Bite the Bullet', 'Lord Jim', 'Cat on a Hot Tin Roof', 'The Happy Ending', 'The Brothers Karamazov', '$', 'Elmer Gantry', 'Sweet Bird of Youth']]
Predicted Ans:    Cat on a Hot Tin Roof
Predicted Path:   Wrong Is Right --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof
Path (Raw):       Wrong Is Right --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof --[No Operation]--> Cat on a Hot Tin Roof
Neg LogProb(↓):   2.013521
Path Entropy(↓):  2.840443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did frank ramirez star in
Start Entity:     Frank Ramírez
Gold Answer:      [['La estrategia del caracol']]
Predicted Ans:    La estrategia del caracol
Predicted Path:   Frank Ramírez --[(INV) starred_actors]--> La estrategia del caracol --[starred_actors]--> Fausto Cabrera --[(INV) starred_actors]--> La estrategia del caracol
Path (Raw):       Frank Ramírez --[(INV) starred_actors]--> La estrategia del caracol --[starred_actors]--> Fausto Cabrera --[(INV) starred_actors]--> La estrategia del caracol
Neg LogProb(↓):   0.001312
Path Entropy(↓):  0.010016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with traylor howard
Start Entity:     Traylor Howard
Gold Answer:      [['Norm MacDonald', 'Artie Lange', 'Jack Warden']]
Predicted Ans:    Traylor Howard
Predicted Path:   Traylor Howard --[(INV) starred_actors]--> Dirty Work --[starred_actors]--> Traylor Howard
Path (Raw):       Traylor Howard --[No Operation]--> Traylor Howard --[(INV) starred_actors]--> Dirty Work --[starred_actors]--> Traylor Howard
Neg LogProb(↓):   0.062839
Path Entropy(↓):  0.241929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the language spoken in the movie easy virtue
Start Entity:     Easy Virtue
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Easy Virtue --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Path (Raw):       Easy Virtue --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Neg LogProb(↓):   2.811579
Path Entropy(↓):  3.626507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by thomas huber
Start Entity:     Thomas Huber
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Thomas Huber --[(INV) starred_actors]--> To the Limit --[has_genre]--> Documentary
Path (Raw):       Thomas Huber --[No Operation]--> Thomas Huber --[(INV) starred_actors]--> To the Limit --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of trust the man also wrote which movies
Start Entity:     Trust the Man
Gold Answer:      [['World Traveler', 'The Myth of Fingerprints', 'The Rebound']]
Predicted Ans:    Trust the Man
Predicted Path:   Trust the Man --[written_by]--> Bart Freundlich --[(INV) written_by]--> Trust the Man
Path (Raw):       Trust the Man --[written_by]--> Bart Freundlich --[(INV) written_by]--> Trust the Man --[No Operation]--> Trust the Man
Neg LogProb(↓):   0.237108
Path Entropy(↓):  0.580548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of at first sight
Start Entity:     At First Sight
Gold Answer:      [['Penny Marshall']]
Predicted Ans:    Penny Marshall
Predicted Path:   At First Sight --[written_by]--> Oliver Sacks --[(INV) written_by]--> Awakenings --[directed_by]--> Penny Marshall
Path (Raw):       At First Sight --[written_by]--> Oliver Sacks --[(INV) written_by]--> Awakenings --[directed_by]--> Penny Marshall
Neg LogProb(↓):   0.000315
Path Entropy(↓):  0.002854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by liana liberato
Start Entity:     Liana Liberato
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Liana Liberato --[(INV) starred_actors]--> Trust --[has_genre]--> Comedy
Path (Raw):       Liana Liberato --[No Operation]--> Liana Liberato --[(INV) starred_actors]--> Trust --[has_genre]--> Comedy
Neg LogProb(↓):   0.400040
Path Entropy(↓):  0.677581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of talk radio
Start Entity:     Talk Radio
Gold Answer:      [['Little Shop of Horrors', 'Bruiser', 'Men at Work', 'Next Stop, Greenwich Village']]
Predicted Ans:    Next Stop, Greenwich Village
Predicted Path:   Talk Radio --[starred_actors]--> Ellen Greene --[(INV) starred_actors]--> Next Stop, Greenwich Village
Path (Raw):       Talk Radio --[starred_actors]--> Ellen Greene --[No Operation]--> Ellen Greene --[(INV) starred_actors]--> Next Stop, Greenwich Village
Neg LogProb(↓):   0.175093
Path Entropy(↓):  0.542865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by penthouse north actors release
Start Entity:     Penthouse North
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2004', '1982', '2014', '1994', '1983', '1972', '1990', '1989', '1996', '2002', '2011', '1988', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2014
Predicted Path:   Penthouse North --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[release_year]--> 2014
Path (Raw):       Penthouse North --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[release_year]--> 2014
Neg LogProb(↓):   0.609885
Path Entropy(↓):  1.545477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the american president
Start Entity:     The American President
Gold Answer:      [['Norwegian']]
Predicted Ans:    Rumor Has It...
Predicted Path:   The American President --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It...
Path (Raw):       The American President --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[No Operation]--> Rumor Has It...
Neg LogProb(↓):   0.494222
Path Entropy(↓):  1.163075
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies acted by heathcote williams in
Start Entity:     Heathcote Williams
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Heathcote Williams --[(INV) starred_actors]--> The Tempest --[has_genre]--> Comedy
Path (Raw):       Heathcote Williams --[No Operation]--> Heathcote Williams --[(INV) starred_actors]--> The Tempest --[has_genre]--> Comedy
Neg LogProb(↓):   0.000484
Path Entropy(↓):  0.004180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of watership down also directed which films
Start Entity:     Watership Down
Gold Answer:      [['The Plague Dogs']]
Predicted Ans:    Watership Down
Predicted Path:   Watership Down --[directed_by]--> Martin Rosen --[(INV) directed_by]--> Watership Down
Path (Raw):       Watership Down --[directed_by]--> Martin Rosen --[(INV) directed_by]--> Watership Down --[No Operation]--> Watership Down
Neg LogProb(↓):   0.079127
Path Entropy(↓):  0.305995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie mujhse dosti karoge! are written by who
Start Entity:     Mujhse Dosti Karoge!
Gold Answer:      [['Ameet Mehta', 'Vidhu Vinod Chopra', 'Sriram Raghavan', 'Arijit Biswas', 'Zoya Akhtar', 'Farhan Akhtar', 'Sanjay Leela Bhansali', 'Rajkumar Hirani', 'Abhijat Joshi', 'Ashutosh Gowariker', 'Anubhav Sinha', 'Karan Johar', 'Kanika Dhillon', 'Shah Rukh Khan', 'Aziz Mirza', 'Amol Palekar', 'Vijayadan Detha', 'Imtiaz Ali', 'Sooraj R. Barjatya', 'Fyodor Dostoevsky', 'Kunal Kohli', 'Aditya Chopra', 'Anurag Basu', 'Madhur Bhandarkar', 'Rakesh Roshan']]
Predicted Ans:    Rajkumar Hirani
Predicted Path:   Mujhse Dosti Karoge! --[starred_actors]--> Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots --[written_by]--> Rajkumar Hirani
Path (Raw):       Mujhse Dosti Karoge! --[starred_actors]--> Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots --[written_by]--> Rajkumar Hirani
Neg LogProb(↓):   0.701129
Path Entropy(↓):  1.823535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was sins of my father released
Start Entity:     Sins of My Father
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Sins of My Father --[release_year]--> 2009 --[(INV) release_year]--> Against the Dark --[release_year]--> 2009
Path (Raw):       Sins of My Father --[release_year]--> 2009 --[(INV) release_year]--> Against the Dark --[release_year]--> 2009
Neg LogProb(↓):   3.545120
Path Entropy(↓):  4.450074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of orlando
Start Entity:     Orlando
Gold Answer:      [['Yes', 'Rage', 'The Tango Lesson', 'The Man Who Cried']]
Predicted Ans:    Rage
Predicted Path:   Orlando --[directed_by]--> Sally Potter --[(INV) directed_by]--> Rage
Path (Raw):       Orlando --[No Operation]--> Orlando --[directed_by]--> Sally Potter --[(INV) directed_by]--> Rage
Neg LogProb(↓):   0.481347
Path Entropy(↓):  1.174282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film blue denim
Start Entity:     Blue Denim
Gold Answer:      [['Ronald Neame', 'Jean Negulesco', 'John Farrow', 'Elliott Nugent', 'Jack Clayton', 'Edgar G. Ulmer', 'Irwin Allen', 'Baz Luhrmann', 'Joseph Losey', 'Mervyn LeRoy', 'Clarence Brown', 'Jules Dassin']]
Predicted Ans:    Elliott Nugent
Predicted Path:   Blue Denim --[starred_actors]--> Macdonald Carey --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Path (Raw):       Blue Denim --[starred_actors]--> Macdonald Carey --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   0.061434
Path Entropy(↓):  0.300845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by tetsuro takeuchi
Start Entity:     Tetsuro Takeuchi
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Tetsuro Takeuchi --[(INV) directed_by]--> Wild Zero --[has_genre]--> Horror
Path (Raw):       Tetsuro Takeuchi --[No Operation]--> Tetsuro Takeuchi --[(INV) directed_by]--> Wild Zero --[has_genre]--> Horror
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film oliver twist
Start Entity:     Oliver Twist
Gold Answer:      [['Charles Dickens']]
Predicted Ans:    Charles Dickens
Predicted Path:   Oliver Twist --[written_by]--> Charles Dickens --[(INV) written_by]--> The Muppet Christmas Carol --[written_by]--> Charles Dickens
Path (Raw):       Oliver Twist --[written_by]--> Charles Dickens --[(INV) written_by]--> The Muppet Christmas Carol --[written_by]--> Charles Dickens
Neg LogProb(↓):   1.504724
Path Entropy(↓):  1.938973
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was cecilia miniucchi a writer on
Start Entity:     Cecilia Miniucchi
Gold Answer:      [['Expired']]
Predicted Ans:    Expired
Predicted Path:   Cecilia Miniucchi --[(INV) written_by]--> Expired --[written_by]--> Cecilia Miniucchi --[(INV) written_by]--> Expired
Path (Raw):       Cecilia Miniucchi --[(INV) written_by]--> Expired --[written_by]--> Cecilia Miniucchi --[(INV) written_by]--> Expired
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of 10 items or less were directed by who
Start Entity:     10 Items or Less
Gold Answer:      [['Brad Silberling']]
Predicted Ans:    Brad Silberling
Predicted Path:   10 Items or Less --[written_by]--> Brad Silberling --[(INV) written_by]--> 10 Items or Less --[directed_by]--> Brad Silberling
Path (Raw):       10 Items or Less --[written_by]--> Brad Silberling --[(INV) written_by]--> 10 Items or Less --[directed_by]--> Brad Silberling
Neg LogProb(↓):   0.168150
Path Entropy(↓):  0.446200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of faith esham acted films
Start Entity:     Faith Esham
Gold Answer:      [['1983', '1918', '1984']]
Predicted Ans:    1984
Predicted Path:   Faith Esham --[(INV) starred_actors]--> Carmen --[release_year]--> 1984
Path (Raw):       Faith Esham --[No Operation]--> Faith Esham --[(INV) starred_actors]--> Carmen --[release_year]--> 1984
Neg LogProb(↓):   0.760298
Path Entropy(↓):  1.045234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by jane mendelsohn
Start Entity:     Jane Mendelsohn
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jane Mendelsohn --[(INV) written_by]--> Innocence --[in_language]--> French
Path (Raw):       Jane Mendelsohn --[No Operation]--> Jane Mendelsohn --[(INV) written_by]--> Innocence --[in_language]--> French
Neg LogProb(↓):   0.000545
Path Entropy(↓):  0.004642
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with my son the fanatic
Start Entity:     My Son the Fanatic
Gold Answer:      [['Le Week-End', 'Venus', 'My Beautiful Laundrette', 'Intimacy', 'Sammy and Rosie Get Laid']]
Predicted Ans:    Le Week-End
Predicted Path:   My Son the Fanatic --[written_by]--> Hanif Kureishi --[(INV) written_by]--> Le Week-End
Path (Raw):       My Son the Fanatic --[written_by]--> Hanif Kureishi --[(INV) written_by]--> Le Week-End --[No Operation]--> Le Week-End
Neg LogProb(↓):   0.151241
Path Entropy(↓):  0.538732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of marion davies acted films
Start Entity:     Marion Davies
Gold Answer:      [['Alfred Santell', 'Jerry Lewis', 'King Vidor', 'Raoul Walsh']]
Predicted Ans:    Raoul Walsh
Predicted Path:   Marion Davies --[(INV) starred_actors]--> Going Hollywood --[directed_by]--> Raoul Walsh
Path (Raw):       Marion Davies --[No Operation]--> Marion Davies --[(INV) starred_actors]--> Going Hollywood --[directed_by]--> Raoul Walsh
Neg LogProb(↓):   0.063302
Path Entropy(↓):  0.285584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with enrique castillo
Start Entity:     Enrique Castillo
Gold Answer:      [['Billy Crudup', 'Cole Hauser', 'Woody Harrelson']]
Predicted Ans:    Billy Crudup
Predicted Path:   Enrique Castillo --[(INV) starred_actors]--> The Hi-Lo Country --[starred_actors]--> Billy Crudup
Path (Raw):       Enrique Castillo --[No Operation]--> Enrique Castillo --[(INV) starred_actors]--> The Hi-Lo Country --[starred_actors]--> Billy Crudup
Neg LogProb(↓):   0.388357
Path Entropy(↓):  0.652984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by neal marshall
Start Entity:     Neal Marshall
Gold Answer:      [['Garry Marshall']]
Predicted Ans:    Garry Marshall
Predicted Path:   Neal Marshall --[(INV) written_by]--> The Flamingo Kid --[directed_by]--> Garry Marshall
Path (Raw):       Neal Marshall --[No Operation]--> Neal Marshall --[(INV) written_by]--> The Flamingo Kid --[directed_by]--> Garry Marshall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of ghosts of girlfriends past
Start Entity:     Ghosts of Girlfriends Past
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ghosts of Girlfriends Past --[written_by]--> Scott Moore --[(INV) written_by]--> The Change-Up --[has_genre]--> Comedy
Path (Raw):       Ghosts of Girlfriends Past --[written_by]--> Scott Moore --[(INV) written_by]--> The Change-Up --[has_genre]--> Comedy
Neg LogProb(↓):   0.158361
Path Entropy(↓):  0.511353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film i'm no angel were in which genres
Start Entity:     I'm No Angel
Gold Answer:      [['Drama', 'War', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   I'm No Angel --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       I'm No Angel --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.024824
Path Entropy(↓):  0.123998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by patrice chereau
Start Entity:     Patrice Chéreau
Gold Answer:      [['Kerry Fox', 'Mark Rylance', 'Alexandre Landry', 'Charles Berling', 'Pascal Greggory']]
Predicted Ans:    Kerry Fox
Predicted Path:   Patrice Chéreau --[(INV) directed_by]--> Intimacy --[starred_actors]--> Kerry Fox
Path (Raw):       Patrice Chéreau --[No Operation]--> Patrice Chéreau --[(INV) directed_by]--> Intimacy --[starred_actors]--> Kerry Fox
Neg LogProb(↓):   0.077728
Path Entropy(↓):  0.345244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed ten north frederick
Start Entity:     Ten North Frederick
Gold Answer:      [['Philip Dunne']]
Predicted Ans:    Philip Dunne
Predicted Path:   Ten North Frederick --[directed_by]--> Philip Dunne --[(INV) directed_by]--> Three Brave Men --[directed_by]--> Philip Dunne
Path (Raw):       Ten North Frederick --[directed_by]--> Philip Dunne --[(INV) directed_by]--> Three Brave Men --[directed_by]--> Philip Dunne
Neg LogProb(↓):   0.011559
Path Entropy(↓):  0.066956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film burden of dreams are directed by who
Start Entity:     Burden of Dreams
Gold Answer:      [['Denis Reichle', 'Werner Herzog', 'Ramin Bahrani', 'Les Blank', 'Zak Penn']]
Predicted Ans:    Werner Herzog
Predicted Path:   Burden of Dreams --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Wings of Hope --[directed_by]--> Werner Herzog
Path (Raw):       Burden of Dreams --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Wings of Hope --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.876262
Path Entropy(↓):  1.470396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with frederick hazlitt brennan
Start Entity:     Frederick Hazlitt Brennan
Gold Answer:      [['Chandler Sprague', 'Dalton Trumbo', 'David Boehm']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Frederick Hazlitt Brennan --[(INV) written_by]--> A Guy Named Joe --[written_by]--> Dalton Trumbo
Path (Raw):       Frederick Hazlitt Brennan --[No Operation]--> Frederick Hazlitt Brennan --[(INV) written_by]--> A Guy Named Joe --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.126988
Path Entropy(↓):  0.465034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by sharman joshi in
Start Entity:     Sharman Joshi
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Sharman Joshi --[(INV) starred_actors]--> 3 Idiots --[in_language]--> Hindi
Path (Raw):       Sharman Joshi --[No Operation]--> Sharman Joshi --[(INV) starred_actors]--> 3 Idiots --[in_language]--> Hindi
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did paul lynde act in
Start Entity:     Paul Lynde
Gold Answer:      [['The Villain']]
Predicted Ans:    The Villain
Predicted Path:   Paul Lynde --[(INV) starred_actors]--> The Villain --[starred_actors]--> Paul Lynde --[(INV) starred_actors]--> The Villain
Path (Raw):       Paul Lynde --[(INV) starred_actors]--> The Villain --[starred_actors]--> Paul Lynde --[(INV) starred_actors]--> The Villain
Neg LogProb(↓):   0.044552
Path Entropy(↓):  0.205824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie boxing helena
Start Entity:     Boxing Helena
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Boxing Helena --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Boxing Helena --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.936500
Path Entropy(↓):  4.526573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by mikkel nørgaard release
Start Entity:     Mikkel Nørgaard
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Mikkel Nørgaard --[(INV) written_by]--> Klown --[release_year]--> 2010
Path (Raw):       Mikkel Nørgaard --[No Operation]--> Mikkel Nørgaard --[(INV) written_by]--> Klown --[release_year]--> 2010
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie law abiding citizen
Start Entity:     Law Abiding Citizen
Gold Answer:      [['2000', '1997', '2009', '2008', '2003', '2005', '2012', '2010', '2004', '1982', '2006', '1999', '2002', '2014', '1986', '2011', '2013', '2007']]
Predicted Ans:    2012
Predicted Path:   Law Abiding Citizen --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Django Unchained --[release_year]--> 2012
Path (Raw):       Law Abiding Citizen --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Django Unchained --[release_year]--> 2012
Neg LogProb(↓):   0.414644
Path Entropy(↓):  1.338846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie big are written by who
Start Entity:     Big
Gold Answer:      [['Kelly Candaele', 'Oliver Sacks', 'Lowell Ganz', 'Babaloo Mandel', 'Kim Wilson']]
Predicted Ans:    Babaloo Mandel
Predicted Path:   Big --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[written_by]--> Babaloo Mandel
Path (Raw):       Big --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[written_by]--> Babaloo Mandel
Neg LogProb(↓):   0.604806
Path Entropy(↓):  1.207247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of april showers
Start Entity:     April Showers
Gold Answer:      [['Andrew Robinson']]
Predicted Ans:    Andrew Robinson
Predicted Path:   April Showers --[written_by]--> Andrew Robinson --[(INV) written_by]--> April Showers --[written_by]--> Andrew Robinson
Path (Raw):       April Showers --[written_by]--> Andrew Robinson --[(INV) written_by]--> April Showers --[written_by]--> Andrew Robinson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film night flight
Start Entity:     Night Flight
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Night Flight --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Night Flight --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.567120
Path Entropy(↓):  4.679590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was restless natives released
Start Entity:     Restless Natives
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Restless Natives --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       Restless Natives --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.324568
Path Entropy(↓):  3.928077
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by jeffrey tambor release
Start Entity:     Jeffrey Tambor
Gold Answer:      [['1991', '1996', '1999', '2011', '2013']]
Predicted Ans:    1991
Predicted Path:   Jeffrey Tambor --[(INV) starred_actors]--> Life Stinks --[release_year]--> 1991
Path (Raw):       Jeffrey Tambor --[No Operation]--> Jeffrey Tambor --[(INV) starred_actors]--> Life Stinks --[release_year]--> 1991
Neg LogProb(↓):   0.415416
Path Entropy(↓):  0.785023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by basil dean
Start Entity:     Basil Dean
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Basil Dean --[(INV) written_by]--> The Constant Nymph --[has_genre]--> Drama
Path (Raw):       Basil Dean --[No Operation]--> Basil Dean --[(INV) written_by]--> The Constant Nymph --[has_genre]--> Drama
Neg LogProb(↓):   0.007366
Path Entropy(↓):  0.043389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did krystyna janda star in
Start Entity:     Krystyna Janda
Gold Answer:      [['Man of Marble', 'Interrogation']]
Predicted Ans:    Interrogation
Predicted Path:   Krystyna Janda --[(INV) starred_actors]--> Interrogation --[starred_actors]--> Krystyna Janda --[(INV) starred_actors]--> Interrogation
Path (Raw):       Krystyna Janda --[(INV) starred_actors]--> Interrogation --[starred_actors]--> Krystyna Janda --[(INV) starred_actors]--> Interrogation
Neg LogProb(↓):   0.035222
Path Entropy(↓):  0.150518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the whisperer in darkness
Start Entity:     The Whisperer in Darkness
Gold Answer:      [['Sean Branney']]
Predicted Ans:    Sean Branney
Predicted Path:   The Whisperer in Darkness --[directed_by]--> Sean Branney --[(INV) directed_by]--> The Whisperer in Darkness --[directed_by]--> Sean Branney
Path (Raw):       The Whisperer in Darkness --[directed_by]--> Sean Branney --[(INV) directed_by]--> The Whisperer in Darkness --[directed_by]--> Sean Branney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of frenchman's creek
Start Entity:     Frenchman's Creek
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Frenchman's Creek --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Kitty --[in_language]--> English
Path (Raw):       Frenchman's Creek --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Kitty --[in_language]--> English
Neg LogProb(↓):   0.004541
Path Entropy(↓):  0.030273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed dr. jekyll and mr. hyde
Start Entity:     Dr. Jekyll and Mr. Hyde
Gold Answer:      [['Rouben Mamoulian']]
Predicted Ans:    John S. Robertson
Predicted Path:   Dr. Jekyll and Mr. Hyde --[directed_by]--> John S. Robertson --[(INV) directed_by]--> Tess of the Storm Country --[directed_by]--> John S. Robertson
Path (Raw):       Dr. Jekyll and Mr. Hyde --[directed_by]--> John S. Robertson --[(INV) directed_by]--> Tess of the Storm Country --[directed_by]--> John S. Robertson
Neg LogProb(↓):   0.218646
Path Entropy(↓):  0.671454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie happy together
Start Entity:     Happy Together
Gold Answer:      [['Freedom Writers', 'Erin Gruwell', 'Dale Launer', 'Bill Kelly', 'John Woo', 'Ronny Yu', 'David Wu']]
Predicted Ans:    John Woo
Predicted Path:   Happy Together --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[written_by]--> John Woo
Path (Raw):       Happy Together --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[written_by]--> John Woo
Neg LogProb(↓):   0.001566
Path Entropy(↓):  0.013526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by mark waters release
Start Entity:     Mark Waters
Gold Answer:      [['2009', '2008', '2004', '2014', '2011']]
Predicted Ans:    2009
Predicted Path:   Mark Waters --[(INV) directed_by]--> Ghosts of Girlfriends Past --[release_year]--> 2009
Path (Raw):       Mark Waters --[No Operation]--> Mark Waters --[(INV) directed_by]--> Ghosts of Girlfriends Past --[release_year]--> 2009
Neg LogProb(↓):   1.017248
Path Entropy(↓):  1.413767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie turbo
Start Entity:     Turbo
Gold Answer:      [['Carlo Carlei', 'James Herbert', 'Michael Goldenberg', 'Dashiell Hammett', 'Stephen Carpenter', 'Margaret Oberman', 'Alexander Payne', 'Michael Bortman', 'J.R. Moehringer', 'Rod Serling', 'Gene Quintano', 'Chris Sparling', 'Ryan Fleck', 'Anna Boden', 'John Heffernan', 'David Dalessandro', 'Mark Schwahn', 'Kasi Lemmons', 'George Dawes Green', 'Elmore Leonard', 'Allison Burnett', 'Eric Steven Stahl', 'Ben Hecht', 'Jacques Tati', 'Fritz Lang', 'Marc Guggenheim', 'Michael Green', 'Michael R. Perry', 'Brian Robbins', 'Aimee Lagos', 'Michael Crichton', 'Chris Sanders', 'Quentin Tarantino', 'Rob McKittrick', 'Chris Fisher', 'William Phillips', 'Steven Millhauser', 'Don Coscarelli', 'Neil Burger', 'Cormac McCarthy', 'Ernest Tidyman', 'Sarah Thorp', 'John August', 'Walt Becker', 'Shane Black', 'Craig Brewer', 'Jim Taylor', 'Rex Pickett', 'Seth Michael Donsky', 'John Gatins', 'Adam Brooks', 'Thomas Berger', 'Peter A. Dowling', 'Thomas McCarthy', 'Grant Heslov', 'Charles Lederer', 'Eleazar Lipsky', 'Beau Willimon', 'Philip K. Dick', 'Daniel Taplitz', 'Dennis Lee', 'Jim Piddock', 'Irving Wallace', 'John Grisham', 'John Singleton', 'Peter M. Lenkov', 'David Ayer', 'David Wong', 'John A. Davis', 'John Nickle', 'Greg Berlanti', 'Dan Fogelman', 'Jessie Nelson', 'Richard Price', 'Sylvain Chomet', 'Bob Saget', 'Paul Thomas Anderson', 'George Clooney', 'Jon Lucas', 'Scott Moore', 'Joe Tiboni', 'Sophie Barthes', 'Joe Carnahan', 'Ann Peacock', 'Antjie Krog', 'Dan Schneider', 'Michael Davis', 'David Loughery', 'John Hamburg', 'Steve Barancik', 'Alex De Rakoff', 'M. Night Shyamalan', 'Norman Krasna', 'Bartlett Cormack', 'Howard Korder', 'Keith Scholey']]
Predicted Ans:    Dashiell Hammett
Predicted Path:   Turbo --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> No Good Deed --[written_by]--> Dashiell Hammett
Path (Raw):       Turbo --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> No Good Deed --[written_by]--> Dashiell Hammett
Neg LogProb(↓):   1.363031
Path Entropy(↓):  3.036771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by mark gantt
Start Entity:     Mark Gantt
Gold Answer:      [['Jesse Warren']]
Predicted Ans:    Jesse Warren
Predicted Path:   Mark Gantt --[(INV) starred_actors]--> The Bannen Way --[directed_by]--> Jesse Warren
Path (Raw):       Mark Gantt --[No Operation]--> Mark Gantt --[(INV) starred_actors]--> The Bannen Way --[directed_by]--> Jesse Warren
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie saw
Start Entity:     Saw
Gold Answer:      [['franchise', 'twist', 'detective', 'james wan', 'cary elwes', 'danny glover', 'horror', 'original']]
Predicted Ans:    james wan
Predicted Path:   Saw --[has_tags]--> james wan --[(INV) has_tags]--> Insidious --[has_tags]--> james wan
Path (Raw):       Saw --[has_tags]--> james wan --[(INV) has_tags]--> Insidious --[has_tags]--> james wan
Neg LogProb(↓):   0.163784
Path Entropy(↓):  0.512431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film rogue
Start Entity:     Rogue
Gold Answer:      [['Greg Mclean']]
Predicted Ans:    Greg Mclean
Predicted Path:   Rogue --[directed_by]--> Greg Mclean --[(INV) directed_by]--> Wolf Creek --[written_by]--> Greg Mclean
Path (Raw):       Rogue --[directed_by]--> Greg Mclean --[(INV) directed_by]--> Wolf Creek --[written_by]--> Greg Mclean
Neg LogProb(↓):   0.487531
Path Entropy(↓):  0.666928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film the infidel
Start Entity:     The Infidel
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Infidel --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Infidel --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.529378
Path Entropy(↓):  4.562624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film feeling minnesota were in which genres
Start Entity:     Feeling Minnesota
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Feeling Minnesota --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[has_genre]--> Romance
Path (Raw):       Feeling Minnesota --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[has_genre]--> Romance
Neg LogProb(↓):   0.340805
Path Entropy(↓):  1.011375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in memorial day
Start Entity:     Memorial Day
Gold Answer:      [['Jonathan Bennett', 'John Cromwell', 'James Cromwell']]
Predicted Ans:    James Cromwell
Predicted Path:   Memorial Day --[starred_actors]--> James Cromwell --[(INV) starred_actors]--> Tortured --[starred_actors]--> James Cromwell
Path (Raw):       Memorial Day --[starred_actors]--> James Cromwell --[(INV) starred_actors]--> Tortured --[starred_actors]--> James Cromwell
Neg LogProb(↓):   0.275559
Path Entropy(↓):  0.564717
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film hammett
Start Entity:     Hammett
Gold Answer:      [['1995', '1980', '1978', '1972', '1990', '1989', '1973', '2006', '1985', '1994', '1979', '1981', '1974', '1984']]
Predicted Ans:    1974
Predicted Path:   Hammett --[starred_actors]--> Frederic Forrest --[(INV) starred_actors]--> The Conversation --[release_year]--> 1974
Path (Raw):       Hammett --[starred_actors]--> Frederic Forrest --[(INV) starred_actors]--> The Conversation --[release_year]--> 1974
Neg LogProb(↓):   0.104473
Path Entropy(↓):  0.427468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by major payne actors
Start Entity:     Major Payne
Gold Answer:      [['Colin Quinn', 'Judd Apatow', 'Damon Wayans', 'Julie Brown', 'Paul Rudnick']]
Predicted Ans:    Damon Wayans
Predicted Path:   Major Payne --[starred_actors]--> Damon Wayans --[(INV) starred_actors]--> Mo' Money --[written_by]--> Damon Wayans
Path (Raw):       Major Payne --[starred_actors]--> Damon Wayans --[(INV) starred_actors]--> Mo' Money --[written_by]--> Damon Wayans
Neg LogProb(↓):   0.292031
Path Entropy(↓):  0.613380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film harvey
Start Entity:     Harvey
Gold Answer:      [['henry koster', 'james stewart']]
Predicted Ans:    henry koster
Predicted Path:   Harvey --[has_tags]--> henry koster --[(INV) has_tags]--> Three Smart Girls Grow Up --[has_tags]--> henry koster
Path (Raw):       Harvey --[has_tags]--> henry koster --[(INV) has_tags]--> Three Smart Girls Grow Up --[has_tags]--> henry koster
Neg LogProb(↓):   0.530911
Path Entropy(↓):  1.104102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with clerks
Start Entity:     Clerks
Gold Answer:      [['Zack and Miri Make a Porno', 'Jay and Silent Bob Strike Back', 'Tusk', 'Mallrats', 'Red State', 'Chasing Amy', 'Clerks II', 'Dogma', 'Jersey Girl']]
Predicted Ans:    Jersey Girl
Predicted Path:   Clerks --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl
Path (Raw):       Clerks --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl --[No Operation]--> Jersey Girl
Neg LogProb(↓):   0.764393
Path Entropy(↓):  1.478070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote vixen!
Start Entity:     Vixen!
Gold Answer:      [['John Lazar', 'Marcia McBroom', 'Cynthia Myers', 'Dolly Read', 'Lori Williams', 'Haji', 'Tura Satana', 'Charles Napier', 'Lorna Maitland', 'Kitten Natividad', 'Ann Marie', 'Shari Eubank', 'Uschi Digard']]
Predicted Ans:    John Lazar
Predicted Path:   Vixen! --[written_by]--> Russ Meyer --[(INV) written_by]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Path (Raw):       Vixen! --[written_by]--> Russ Meyer --[(INV) written_by]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Neg LogProb(↓):   0.447584
Path Entropy(↓):  0.821826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with we bought a zoo fall under
Start Entity:     We Bought a Zoo
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'History', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   We Bought a Zoo --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky --[has_genre]--> Romance
Path (Raw):       We Bought a Zoo --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky --[has_genre]--> Romance
Neg LogProb(↓):   0.379933
Path Entropy(↓):  1.213650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the man from elysian fields were released in which years
Start Entity:     The Man from Elysian Fields
Gold Answer:      [['1995', '2003', '2010']]
Predicted Ans:    2001
Predicted Path:   The Man from Elysian Fields --[directed_by]--> George Hickenlooper --[(INV) directed_by]--> The Man from Elysian Fields --[release_year]--> 2001
Path (Raw):       The Man from Elysian Fields --[directed_by]--> George Hickenlooper --[(INV) directed_by]--> The Man from Elysian Fields --[release_year]--> 2001
Neg LogProb(↓):   0.034173
Path Entropy(↓):  0.183932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote children on their birthdays
Start Entity:     Children on Their Birthdays
Gold Answer:      [['Blake Edwards', 'John Huston', 'Richard Brooks', 'Charles Matthau']]
Predicted Ans:    John Huston
Predicted Path:   Children on Their Birthdays --[written_by]--> Truman Capote --[(INV) written_by]--> Beat the Devil --[directed_by]--> John Huston
Path (Raw):       Children on Their Birthdays --[written_by]--> Truman Capote --[(INV) written_by]--> Beat the Devil --[directed_by]--> John Huston
Neg LogProb(↓):   0.070447
Path Entropy(↓):  0.270991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie last hurrah for chivalry
Start Entity:     Last Hurrah for Chivalry
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Last Hurrah for Chivalry --[starred_actors]--> Damian Lau --[(INV) starred_actors]--> Executioners --[release_year]--> 1993
Path (Raw):       Last Hurrah for Chivalry --[starred_actors]--> Damian Lau --[(INV) starred_actors]--> Executioners --[release_year]--> 1993
Neg LogProb(↓):   0.199603
Path Entropy(↓):  0.473986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in hondo
Start Entity:     Hondo
Gold Answer:      [['John Wayne']]
Predicted Ans:    John Wayne
Predicted Path:   Hondo --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Path (Raw):       Hondo --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.897063
Path Entropy(↓):  1.349961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie lay the favorite
Start Entity:     Lay the Favorite
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Lay the Favorite --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Lay the Favorite --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.232171
Path Entropy(↓):  4.452771
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by sy gomberg were directed by who
Start Entity:     Sy Gomberg
Gold Answer:      [['John Ford']]
Predicted Ans:    John Ford
Predicted Path:   Sy Gomberg --[(INV) written_by]--> When Willie Comes Marching Home --[directed_by]--> John Ford
Path (Raw):       Sy Gomberg --[No Operation]--> Sy Gomberg --[(INV) written_by]--> When Willie Comes Marching Home --[directed_by]--> John Ford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote tormented
Start Entity:     Tormented
Gold Answer:      [['Bert I. Gordon']]
Predicted Ans:    Bert I. Gordon
Predicted Path:   Tormented --[written_by]--> Bert I. Gordon --[(INV) written_by]--> The Boy and the Pirates --[directed_by]--> Bert I. Gordon
Path (Raw):       Tormented --[written_by]--> Bert I. Gordon --[(INV) written_by]--> The Boy and the Pirates --[directed_by]--> Bert I. Gordon
Neg LogProb(↓):   0.265590
Path Entropy(↓):  0.588433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the adventures of pinocchio
Start Entity:     The Adventures of Pinocchio
Gold Answer:      [['Bradley Battersby', 'Jeff Spiegel', 'Scott Alexander', 'Larry Karaszewski', 'Guy Maddin', 'Linda Woolverton', 'John J. McLaughlin', 'Scott Lobdell', 'Niels Vørsel', 'Woody Allen', 'Irene Mecchi', 'David Michael Wieger', 'Leonard Ripps', 'Stephen Sommers', 'Lars von Trier', 'Mark Twain', 'Rudolph Grey', 'Mark Jonathan Harris', 'J.F. Lawton', 'Barry Primus', 'Shane Acker', 'Pamela Pettler', 'Steven Katz', 'Jonathan Roberts', 'George Scribner', 'Tim Burton', 'Scott Cherry', 'Paul Morrissey', 'Nickolas Perry']]
Predicted Ans:    Pamela Pettler
Predicted Path:   The Adventures of Pinocchio --[starred_actors]--> Martin Landau --[(INV) starred_actors]--> 9 --[written_by]--> Pamela Pettler
Path (Raw):       The Adventures of Pinocchio --[starred_actors]--> Martin Landau --[(INV) starred_actors]--> 9 --[written_by]--> Pamela Pettler
Neg LogProb(↓):   0.310598
Path Entropy(↓):  1.150688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote salome's last dance
Start Entity:     Salome's Last Dance
Gold Answer:      [['Ken Russell', 'Ernst Lubitsch', 'Alexander Korda', 'Albert Lewin', 'Oliver Parker', 'Mike Barker', 'Clio Barnard', 'Massimo Dallamano', 'Jules Dassin']]
Predicted Ans:    Ken Russell
Predicted Path:   Salome's Last Dance --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Path (Raw):       Salome's Last Dance --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.375079
Path Entropy(↓):  0.726894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by deborah moggach
Start Entity:     Deborah Moggach
Gold Answer:      [['John Madden']]
Predicted Ans:    John Madden
Predicted Path:   Deborah Moggach --[(INV) written_by]--> The Best Exotic Marigold Hotel --[directed_by]--> John Madden
Path (Raw):       Deborah Moggach --[No Operation]--> Deborah Moggach --[(INV) written_by]--> The Best Exotic Marigold Hotel --[directed_by]--> John Madden
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter fred wolf wrote films together with who
Start Entity:     Fred Wolf
Gold Answer:      [['David Spade', 'Jonathan King']]
Predicted Ans:    Fred Wolf
Predicted Path:   Fred Wolf --[(INV) written_by]--> Black Sheep --[written_by]--> Fred Wolf
Path (Raw):       Fred Wolf --[No Operation]--> Fred Wolf --[(INV) written_by]--> Black Sheep --[written_by]--> Fred Wolf
Neg LogProb(↓):   0.532083
Path Entropy(↓):  0.678434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies starred by lauren schneider released
Start Entity:     Lauren Schneider
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Lauren Schneider --[(INV) starred_actors]--> Creature --[release_year]--> 2011
Path (Raw):       Lauren Schneider --[No Operation]--> Lauren Schneider --[(INV) starred_actors]--> Creature --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by tony krantz
Start Entity:     Tony Krantz
Gold Answer:      [['Erik Jendresen']]
Predicted Ans:    Erik Jendresen
Predicted Path:   Tony Krantz --[(INV) directed_by]--> Sublime --[written_by]--> Erik Jendresen
Path (Raw):       Tony Krantz --[No Operation]--> Tony Krantz --[(INV) directed_by]--> Sublime --[written_by]--> Erik Jendresen
Neg LogProb(↓):   0.037563
Path Entropy(↓):  0.167289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director vin diesel
Start Entity:     Vin Diesel
Gold Answer:      [['Sung Kang', 'Michelle Rodriguez']]
Predicted Ans:    Michelle Rodriguez
Predicted Path:   Vin Diesel --[(INV) directed_by]--> Los Bandoleros --[starred_actors]--> Michelle Rodriguez
Path (Raw):       Vin Diesel --[No Operation]--> Vin Diesel --[(INV) directed_by]--> Los Bandoleros --[starred_actors]--> Michelle Rodriguez
Neg LogProb(↓):   0.183383
Path Entropy(↓):  0.485808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rabbit without ears were in which languages
Start Entity:     Rabbit Without Ears
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Rabbit Without Ears --[directed_by]--> Til Schweiger --[(INV) directed_by]--> Rabbit Without Ears --[in_language]--> German
Path (Raw):       Rabbit Without Ears --[directed_by]--> Til Schweiger --[(INV) directed_by]--> Rabbit Without Ears --[in_language]--> German
Neg LogProb(↓):   0.000204
Path Entropy(↓):  0.002034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of lizabeth scott starred movies
Start Entity:     Lizabeth Scott
Gold Answer:      [['Lem Dobbs', 'Tom Miranda', 'Alex Proyas', 'Steve Fisher', 'Robert Rossen', 'Hal Kanter', 'Jay Dratler', 'Sidney Biddell', 'Oliver H.P. Garrett', 'David S. Goyer', 'John Patrick', 'Gerald Drayson Adams', 'Bartlett Cormack', 'Mike Hodges', 'Herbert Baker']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   Lizabeth Scott --[(INV) starred_actors]--> The Racket --[written_by]--> Bartlett Cormack
Path (Raw):       Lizabeth Scott --[No Operation]--> Lizabeth Scott --[(INV) starred_actors]--> The Racket --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   1.033145
Path Entropy(↓):  1.628450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by diane lane
Start Entity:     Diane Lane
Gold Answer:      [['Walter Hill', 'Frances Mayes', 'Jerry Siegel', 'Larry Gross', 'Oscar Saul', 'Nicholas Sparks', 'David S. Goyer', 'William Broyles Jr.', 'Gary David Goldberg', 'Claire Cook', 'Tennessee Williams', 'Francis Ford Coppola', 'Wesley Strick', 'Allan Burns', 'Steven Gould', 'Audrey Wells', 'Thomas Babe', 'Elmore Leonard', 'Alvin Sargent', 'William Kennedy', 'Dirk Wittenborn', 'Claude Chabrol', 'Dexter Fletcher', 'Stacy Cochran', 'Sebastian Junger']]
Predicted Ans:    Claire Cook
Predicted Path:   Diane Lane --[(INV) starred_actors]--> Must Love Dogs --[written_by]--> Claire Cook
Path (Raw):       Diane Lane --[No Operation]--> Diane Lane --[(INV) starred_actors]--> Must Love Dogs --[written_by]--> Claire Cook
Neg LogProb(↓):   1.110139
Path Entropy(↓):  2.148855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for laurel canyon
Start Entity:     Laurel Canyon
Gold Answer:      [['Lisa Cholodenko']]
Predicted Ans:    Lisa Cholodenko
Predicted Path:   Laurel Canyon --[directed_by]--> Lisa Cholodenko --[(INV) directed_by]--> High Art --[directed_by]--> Lisa Cholodenko
Path (Raw):       Laurel Canyon --[directed_by]--> Lisa Cholodenko --[(INV) directed_by]--> High Art --[directed_by]--> Lisa Cholodenko
Neg LogProb(↓):   0.337929
Path Entropy(↓):  0.626947
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the citizen
Start Entity:     The Citizen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Citizen --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       The Citizen --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.239396
Path Entropy(↓):  4.499205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of antonio campos directed movies
Start Entity:     Antonio Campos
Gold Answer:      [['2008', '2012']]
Predicted Ans:    2008
Predicted Path:   Antonio Campos --[(INV) directed_by]--> Afterschool --[release_year]--> 2008
Path (Raw):       Antonio Campos --[No Operation]--> Antonio Campos --[(INV) directed_by]--> Afterschool --[release_year]--> 2008
Neg LogProb(↓):   0.018365
Path Entropy(↓):  0.090956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor douglas fairbanks jr. acted together with who
Start Entity:     Douglas Fairbanks Jr.
Gold Answer:      [['Elisabeth Bergner', 'Flora Robson']]
Predicted Ans:    Flora Robson
Predicted Path:   Douglas Fairbanks Jr. --[(INV) starred_actors]--> The Rise of Catherine the Great --[starred_actors]--> Flora Robson
Path (Raw):       Douglas Fairbanks Jr. --[No Operation]--> Douglas Fairbanks Jr. --[(INV) starred_actors]--> The Rise of Catherine the Great --[starred_actors]--> Flora Robson
Neg LogProb(↓):   0.125604
Path Entropy(↓):  0.420904
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by rachel hendrix
Start Entity:     Rachel Hendrix
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Rachel Hendrix --[(INV) starred_actors]--> October Baby --[has_genre]--> Drama
Path (Raw):       Rachel Hendrix --[No Operation]--> Rachel Hendrix --[(INV) starred_actors]--> October Baby --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Drew tobia directed which films
Start Entity:     Drew Tobia
Gold Answer:      [['See You Next Tuesday']]
Predicted Ans:    See You Next Tuesday
Predicted Path:   Drew Tobia --[(INV) directed_by]--> See You Next Tuesday --[directed_by]--> Drew Tobia --[(INV) directed_by]--> See You Next Tuesday
Path (Raw):       Drew Tobia --[(INV) directed_by]--> See You Next Tuesday --[directed_by]--> Drew Tobia --[(INV) directed_by]--> See You Next Tuesday
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the winslow boy in
Start Entity:     The Winslow Boy
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Winslow Boy --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[in_language]--> English
Path (Raw):       The Winslow Boy --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[in_language]--> English
Neg LogProb(↓):   1.016862
Path Entropy(↓):  1.502727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by christine kaufmann were written by who
Start Entity:     Christine Kaufmann
Gold Answer:      [['Manfred Gregor']]
Predicted Ans:    Manfred Gregor
Predicted Path:   Christine Kaufmann --[(INV) starred_actors]--> Town Without Pity --[written_by]--> Manfred Gregor
Path (Raw):       Christine Kaufmann --[No Operation]--> Christine Kaufmann --[(INV) starred_actors]--> Town Without Pity --[written_by]--> Manfred Gregor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of milcho manchevski
Start Entity:     Milcho Manchevski
Gold Answer:      [['John Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Milcho Manchevski --[(INV) written_by]--> Shadows --[written_by]--> John Cassavetes
Path (Raw):       Milcho Manchevski --[No Operation]--> Milcho Manchevski --[(INV) written_by]--> Shadows --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.022485
Path Entropy(↓):  0.121583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in trumbo
Start Entity:     Trumbo
Gold Answer:      [['Family', 'Sport', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Trumbo --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       Trumbo --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.214431
Path Entropy(↓):  0.833623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in wanted
Start Entity:     Wanted
Gold Answer:      [['Romance', 'Family', 'Sport', 'Documentary', 'Western', 'Short', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Romance
Predicted Path:   Wanted --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[has_genre]--> Romance
Path (Raw):       Wanted --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[has_genre]--> Romance
Neg LogProb(↓):   0.601669
Path Entropy(↓):  0.849786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by mary peach release
Start Entity:     Mary Peach
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Mary Peach --[(INV) starred_actors]--> A Gathering of Eagles --[release_year]--> 1963
Path (Raw):       Mary Peach --[No Operation]--> Mary Peach --[(INV) starred_actors]--> A Gathering of Eagles --[release_year]--> 1963
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by patrick warburton fall under
Start Entity:     Patrick Warburton
Gold Answer:      [['Family', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Patrick Warburton --[(INV) starred_actors]--> Hoodwinked Too! Hood vs. Evil --[has_genre]--> Comedy
Path (Raw):       Patrick Warburton --[No Operation]--> Patrick Warburton --[(INV) starred_actors]--> Hoodwinked Too! Hood vs. Evil --[has_genre]--> Comedy
Neg LogProb(↓):   0.452177
Path Entropy(↓):  1.013909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by alexandru potocean
Start Entity:     Alexandru Potocean
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alexandru Potocean --[(INV) starred_actors]--> The Way Back --[has_genre]--> Drama
Path (Raw):       Alexandru Potocean --[No Operation]--> Alexandru Potocean --[(INV) starred_actors]--> The Way Back --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of last night were directed by who
Start Entity:     Last Night
Gold Answer:      [['François Girard', 'John Maybury', 'Fernando Meirelles']]
Predicted Ans:    Massy Tadjedin
Predicted Path:   Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night --[directed_by]--> Massy Tadjedin
Path (Raw):       Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night --[directed_by]--> Massy Tadjedin
Neg LogProb(↓):   0.458178
Path Entropy(↓):  1.022296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in disconnect
Start Entity:     Disconnect
Gold Answer:      [['Documentary', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Disconnect --[starred_actors]--> Michael Nyqvist --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Path (Raw):       Disconnect --[starred_actors]--> Michael Nyqvist --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Neg LogProb(↓):   0.109345
Path Entropy(↓):  0.404030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film 20 dates
Start Entity:     20 Dates
Gold Answer:      [['Myles Berkowitz']]
Predicted Ans:    Myles Berkowitz
Predicted Path:   20 Dates --[directed_by]--> Myles Berkowitz --[(INV) directed_by]--> 20 Dates --[directed_by]--> Myles Berkowitz
Path (Raw):       20 Dates --[directed_by]--> Myles Berkowitz --[(INV) directed_by]--> 20 Dates --[directed_by]--> Myles Berkowitz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what everlasting moments is about
Start Entity:     Everlasting Moments
Gold Answer:      [['jan troell', 'camera', 'war']]
Predicted Ans:    jan troell
Predicted Path:   Everlasting Moments --[has_tags]--> jan troell --[(INV) has_tags]--> Everlasting Moments --[has_tags]--> jan troell
Path (Raw):       Everlasting Moments --[has_tags]--> jan troell --[(INV) has_tags]--> Everlasting Moments --[has_tags]--> jan troell
Neg LogProb(↓):   0.003836
Path Entropy(↓):  0.028798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of charles chilton written movies
Start Entity:     Charles Chilton
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Charles Chilton --[(INV) written_by]--> Oh! What a Lovely War --[release_year]--> 1969
Path (Raw):       Charles Chilton --[No Operation]--> Charles Chilton --[(INV) written_by]--> Oh! What a Lovely War --[release_year]--> 1969
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film a bunch of amateurs
Start Entity:     A Bunch of Amateurs
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Bunch of Amateurs --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       A Bunch of Amateurs --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.333256
Path Entropy(↓):  4.545336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with ivan desny
Start Entity:     Ivan Desny
Gold Answer:      [['Leslie Banks', 'Ann Todd', 'Norman Wooland']]
Predicted Ans:    Ann Todd
Predicted Path:   Ivan Desny --[(INV) starred_actors]--> Madeleine --[starred_actors]--> Ann Todd
Path (Raw):       Ivan Desny --[No Operation]--> Ivan Desny --[(INV) starred_actors]--> Madeleine --[starred_actors]--> Ann Todd
Neg LogProb(↓):   0.857154
Path Entropy(↓):  1.049106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was wilford leach the writer of
Start Entity:     Wilford Leach
Gold Answer:      [['The Wedding Party']]
Predicted Ans:    The Wedding Party
Predicted Path:   Wilford Leach --[(INV) written_by]--> The Wedding Party --[written_by]--> Wilford Leach --[(INV) written_by]--> The Wedding Party
Path (Raw):       Wilford Leach --[(INV) written_by]--> The Wedding Party --[written_by]--> Wilford Leach --[(INV) written_by]--> The Wedding Party
Neg LogProb(↓):   0.002304
Path Entropy(↓):  0.016286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of after the rain
Start Entity:     After the Rain
Gold Answer:      [['Ingmar Bergman', 'Walter Hill', 'Akira Kurosawa']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   After the Rain --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[directed_by]--> Akira Kurosawa
Path (Raw):       After the Rain --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[directed_by]--> Akira Kurosawa
Neg LogProb(↓):   0.490061
Path Entropy(↓):  1.020895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is the patsy in
Start Entity:     The Patsy
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Patsy --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Patsy --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.674786
Path Entropy(↓):  5.151494
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of broadway rhythm starred who
Start Entity:     Broadway Rhythm
Gold Answer:      [['Fred Astaire', 'Joe E. Brown', 'Kathryn Grayson', 'Yul Brynner', 'Ava Gardner', 'Harry Belafonte', 'Gordon MacRae', 'Gene Nelson', 'Dorothy Dandridge', 'Dorothy Lamour', 'Charlotte Greenwood', 'Walter Brennan', 'Edna May Oliver', 'Irene Dunne', 'Ginger Rogers', 'Randolph Scott', 'Howard Keel', 'Gloria Grahame']]
Predicted Ans:    Randolph Scott
Predicted Path:   Broadway Rhythm --[written_by]--> Oscar Hammerstein II --[(INV) written_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Path (Raw):       Broadway Rhythm --[written_by]--> Oscar Hammerstein II --[(INV) written_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.031321
Path Entropy(↓):  0.179944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of the poughkeepsie tapes
Start Entity:     The Poughkeepsie Tapes
Gold Answer:      [['John Erick Dowdle']]
Predicted Ans:    John Erick Dowdle
Predicted Path:   The Poughkeepsie Tapes --[written_by]--> John Erick Dowdle --[(INV) written_by]--> As Above, So Below --[written_by]--> John Erick Dowdle
Path (Raw):       The Poughkeepsie Tapes --[written_by]--> John Erick Dowdle --[(INV) written_by]--> As Above, So Below --[written_by]--> John Erick Dowdle
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the caine mutiny court - martial were in which genres
Start Entity:     The Caine Mutiny Court-Martial
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Caine Mutiny Court-Martial --[written_by]--> Herman Wouk --[(INV) written_by]--> Marjorie Morningstar --[has_genre]--> Drama
Path (Raw):       The Caine Mutiny Court-Martial --[written_by]--> Herman Wouk --[(INV) written_by]--> Marjorie Morningstar --[has_genre]--> Drama
Neg LogProb(↓):   0.108525
Path Entropy(↓):  0.336135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film everyone says i love you
Start Entity:     Everyone Says I Love You
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Everyone Says I Love You --[directed_by]--> Woody Allen --[(INV) directed_by]--> Broadway Danny Rose --[directed_by]--> Woody Allen
Path (Raw):       Everyone Says I Love You --[directed_by]--> Woody Allen --[(INV) directed_by]--> Broadway Danny Rose --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.467789
Path Entropy(↓):  2.136654
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to fright
Start Entity:     Fright
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Fright --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Fright --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.663862
Path Entropy(↓):  0.694088
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote ice cream man
Start Entity:     Ice Cream Man
Gold Answer:      [['Drama']]
Predicted Ans:    Comedy
Predicted Path:   Ice Cream Man --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man --[has_genre]--> Comedy
Path (Raw):       Ice Cream Man --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.037695
Path Entropy(↓):  0.160423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share writers with the film scott pilgrim vs. the world were in which genres
Start Entity:     Scott Pilgrim vs. the World
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Scott Pilgrim vs. the World --[written_by]--> Edgar Wright --[(INV) written_by]--> Hot Fuzz --[has_genre]--> Comedy
Path (Raw):       Scott Pilgrim vs. the World --[written_by]--> Edgar Wright --[(INV) written_by]--> Hot Fuzz --[has_genre]--> Comedy
Neg LogProb(↓):   0.035782
Path Entropy(↓):  0.189730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the inkwell
Start Entity:     The Inkwell
Gold Answer:      [['Matty Rich']]
Predicted Ans:    Matty Rich
Predicted Path:   The Inkwell --[directed_by]--> Matty Rich --[(INV) directed_by]--> The Inkwell --[directed_by]--> Matty Rich
Path (Raw):       The Inkwell --[directed_by]--> Matty Rich --[(INV) directed_by]--> The Inkwell --[directed_by]--> Matty Rich
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film charlotte gray
Start Entity:     Charlotte Gray
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Charlotte Gray --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Charlotte Gray --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.411909
Path Entropy(↓):  4.636320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by wouter hendrickx
Start Entity:     Wouter Hendrickx
Gold Answer:      [['Felix van Groeningen']]
Predicted Ans:    Felix van Groeningen
Predicted Path:   Wouter Hendrickx --[(INV) starred_actors]--> The Misfortunates --[directed_by]--> Felix van Groeningen
Path (Raw):       Wouter Hendrickx --[No Operation]--> Wouter Hendrickx --[(INV) starred_actors]--> The Misfortunates --[directed_by]--> Felix van Groeningen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of the muppets
Start Entity:     The Muppets
Gold Answer:      [['Jason Segel', 'Jim Henson', 'Nicholas Stoller']]
Predicted Ans:    Nicholas Stoller
Predicted Path:   The Muppets --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Get Him to the Greek --[written_by]--> Nicholas Stoller
Path (Raw):       The Muppets --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Get Him to the Greek --[written_by]--> Nicholas Stoller
Neg LogProb(↓):   0.883457
Path Entropy(↓):  0.865587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by gary lundgren
Start Entity:     Gary Lundgren
Gold Answer:      [['James Twyman']]
Predicted Ans:    Gary Lundgren
Predicted Path:   Gary Lundgren --[(INV) directed_by]--> Redwood Highway --[written_by]--> Gary Lundgren
Path (Raw):       Gary Lundgren --[No Operation]--> Gary Lundgren --[(INV) directed_by]--> Redwood Highway --[written_by]--> Gary Lundgren
Neg LogProb(↓):   0.006305
Path Entropy(↓):  0.042077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the director of the general
Start Entity:     The General
Gold Answer:      [['John Boorman']]
Predicted Ans:    John Boorman
Predicted Path:   The General --[directed_by]--> Clyde Bruckman --[(INV) directed_by]--> The General --[directed_by]--> John Boorman
Path (Raw):       The General --[directed_by]--> Clyde Bruckman --[(INV) directed_by]--> The General --[directed_by]--> John Boorman
Neg LogProb(↓):   1.049600
Path Entropy(↓):  1.036629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie my soul to take were in which languages
Start Entity:     My Soul to Take
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Pulse --[in_language]--> Japanese
Path (Raw):       My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Pulse --[in_language]--> Japanese
Neg LogProb(↓):   0.126177
Path Entropy(↓):  0.376670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in classe tous risques also appears in which movies
Start Entity:     Classe Tous Risques
Gold Answer:      [['The Valachi Papers', 'Juliet of the Spirits']]
Predicted Ans:    Juliet of the Spirits
Predicted Path:   Classe Tous Risques --[starred_actors]--> Sandra Milo --[(INV) starred_actors]--> Juliet of the Spirits
Path (Raw):       Classe Tous Risques --[starred_actors]--> Sandra Milo --[No Operation]--> Sandra Milo --[(INV) starred_actors]--> Juliet of the Spirits
Neg LogProb(↓):   0.010518
Path Entropy(↓):  0.059517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of caroline aaron acted films
Start Entity:     Caroline Aaron
Gold Answer:      [['Vern Oakley']]
Predicted Ans:    Vern Oakley
Predicted Path:   Caroline Aaron --[(INV) starred_actors]--> A Modern Affair --[directed_by]--> Vern Oakley
Path (Raw):       Caroline Aaron --[No Operation]--> Caroline Aaron --[(INV) starred_actors]--> A Modern Affair --[directed_by]--> Vern Oakley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did lionel jeffries direct
Start Entity:     Lionel Jeffries
Gold Answer:      [['The Railway Children']]
Predicted Ans:    The Railway Children
Predicted Path:   Lionel Jeffries --[(INV) written_by]--> The Railway Children --[written_by]--> Lionel Jeffries --[(INV) written_by]--> The Railway Children
Path (Raw):       Lionel Jeffries --[(INV) written_by]--> The Railway Children --[written_by]--> Lionel Jeffries --[(INV) written_by]--> The Railway Children
Neg LogProb(↓):   0.930587
Path Entropy(↓):  1.092217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by joe breen in
Start Entity:     Joe Breen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Joe Breen --[(INV) starred_actors]--> Angela's Ashes --[has_genre]--> Drama
Path (Raw):       Joe Breen --[No Operation]--> Joe Breen --[(INV) starred_actors]--> Angela's Ashes --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with rosario flores
Start Entity:     Rosario Flores
Gold Answer:      [['Leonor Watling', 'Darío Grandinetti', 'Javier Cámara']]
Predicted Ans:    Javier Cámara
Predicted Path:   Rosario Flores --[(INV) starred_actors]--> Talk to Her --[starred_actors]--> Javier Cámara
Path (Raw):       Rosario Flores --[No Operation]--> Rosario Flores --[(INV) starred_actors]--> Talk to Her --[starred_actors]--> Javier Cámara
Neg LogProb(↓):   0.365702
Path Entropy(↓):  0.819882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by bela balazs
Start Entity:     Béla Balázs
Gold Answer:      [['Leni Riefenstahl']]
Predicted Ans:    Leni Riefenstahl
Predicted Path:   Béla Balázs --[(INV) written_by]--> The Blue Light --[written_by]--> Leni Riefenstahl
Path (Raw):       Béla Balázs --[No Operation]--> Béla Balázs --[(INV) written_by]--> The Blue Light --[written_by]--> Leni Riefenstahl
Neg LogProb(↓):   0.052938
Path Entropy(↓):  0.251045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of 40 days and 40 nights
Start Entity:     40 Days and 40 Nights
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   40 Days and 40 Nights --[directed_by]--> Michael Lehmann --[(INV) directed_by]--> Flakes --[has_genre]--> Comedy
Path (Raw):       40 Days and 40 Nights --[directed_by]--> Michael Lehmann --[(INV) directed_by]--> Flakes --[has_genre]--> Comedy
Neg LogProb(↓):   0.175797
Path Entropy(↓):  0.564761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by wood moy
Start Entity:     Wood Moy
Gold Answer:      [['Wayne Wang']]
Predicted Ans:    Wayne Wang
Predicted Path:   Wood Moy --[(INV) starred_actors]--> Chan Is Missing --[directed_by]--> Wayne Wang
Path (Raw):       Wood Moy --[No Operation]--> Wood Moy --[(INV) starred_actors]--> Chan Is Missing --[directed_by]--> Wayne Wang
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with brad renfro
Start Entity:     Brad Renfro
Gold Answer:      [['Ian McKellen', 'Jonathan Taylor Thomas', 'Bijou Phillips', 'Stephen Dorff', 'Rachel Miner', 'Fairuza Balk', 'Dominique Swain', 'Nick Stahl']]
Predicted Ans:    Brad Renfro
Predicted Path:   Brad Renfro --[(INV) starred_actors]--> Tom and Huck --[starred_actors]--> Brad Renfro
Path (Raw):       Brad Renfro --[No Operation]--> Brad Renfro --[(INV) starred_actors]--> Tom and Huck --[starred_actors]--> Brad Renfro
Neg LogProb(↓):   0.314547
Path Entropy(↓):  0.791578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by stella stevens
Start Entity:     Stella Stevens
Gold Answer:      [['1966', '1970', '1964']]
Predicted Ans:    1964
Predicted Path:   Stella Stevens --[(INV) starred_actors]--> Advance to the Rear --[release_year]--> 1964
Path (Raw):       Stella Stevens --[No Operation]--> Stella Stevens --[(INV) starred_actors]--> Advance to the Rear --[release_year]--> 1964
Neg LogProb(↓):   0.001969
Path Entropy(↓):  0.016125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the garden of words
Start Entity:     The Garden of Words
Gold Answer:      [['2003', '2007']]
Predicted Ans:    2003
Predicted Path:   The Garden of Words --[directed_by]--> Makoto Shinkai --[(INV) directed_by]--> Voices of a Distant Star --[release_year]--> 2003
Path (Raw):       The Garden of Words --[directed_by]--> Makoto Shinkai --[(INV) directed_by]--> Voices of a Distant Star --[release_year]--> 2003
Neg LogProb(↓):   0.431593
Path Entropy(↓):  1.050838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by 16 blocks actors
Start Entity:     16 Blocks
Gold Answer:      [['Rod Amateau', 'Walter Hill', 'Mitchell Kapner', 'Bruce Willis', 'Edward Zwick', 'Katja von Garnier', 'Luc Besson', 'Tom Stoppard', 'E.L. Doctorow', 'Beth Henley', 'Mike Gunther', 'Rian Johnson', 'Mike Behrman', 'Blake Edwards', 'Sean Penn', 'Steven E. de Souza', 'Roderick Thorp', 'Tim Calpin', 'Karey Kirkpatrick', 'Rowdy Herrington', 'Lars von Trier', 'Michael Cristofer', 'David Koepp', 'Nico Mastorakis', 'John Katzenbach', 'William Prochnau', 'T. Lewis', 'Michael Fry', 'Skip Woods', 'Doug Richardson', 'Robert Crais', 'Richard Russo', 'Robert Benton', 'Tony Gilroy', 'Frank Pierson', 'Walter Wager', 'Jason Smilovic', 'Marty Kaplan', 'Martin Donovan', 'Ryne Douglas Pearson', 'Akira Kurosawa', 'Frank Darabont', 'Stephen King', 'M. Night Shyamalan', 'Andre Fabrizio', 'Jeremy Passmore', 'Bobbie Ann Mason', 'Jeb Stuart', 'Carl Sagan', 'Ann Druyan', 'Cynthia Cidre', 'Robb Cullen', 'Thomas Hargrove', 'John Carlin', 'Tom Wolfe', 'Kevin Jakubowski', 'Nick Cassavetes']]
Predicted Ans:    Cynthia Cidre
Predicted Path:   16 Blocks --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> In Country --[written_by]--> Cynthia Cidre
Path (Raw):       16 Blocks --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> In Country --[written_by]--> Cynthia Cidre
Neg LogProb(↓):   1.738055
Path Entropy(↓):  2.573042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by ocean's thirteen writers release
Start Entity:     Ocean's Thirteen
Gold Answer:      [['2009', '2013']]
Predicted Ans:    2013
Predicted Path:   Ocean's Thirteen --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[release_year]--> 2013
Path (Raw):       Ocean's Thirteen --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[release_year]--> 2013
Neg LogProb(↓):   0.004100
Path Entropy(↓):  0.030820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the goldengirl director
Start Entity:     Goldengirl
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Goldengirl --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[has_genre]--> Thriller
Path (Raw):       Goldengirl --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[has_genre]--> Thriller
Neg LogProb(↓):   0.725634
Path Entropy(↓):  1.103885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of gertrud
Start Entity:     Gertrud
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Gertrud --[release_year]--> 1964 --[(INV) release_year]--> The Starfighters --[release_year]--> 1964
Path (Raw):       Gertrud --[release_year]--> 1964 --[(INV) release_year]--> The Starfighters --[release_year]--> 1964
Neg LogProb(↓):   2.822645
Path Entropy(↓):  4.049602
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by jessica bendinger
Start Entity:     Jessica Bendinger
Gold Answer:      [['Armand Mastroianni', 'Peyton Reed', 'Forest Whitaker']]
Predicted Ans:    Forest Whitaker
Predicted Path:   Jessica Bendinger --[(INV) written_by]--> First Daughter --[directed_by]--> Forest Whitaker
Path (Raw):       Jessica Bendinger --[No Operation]--> Jessica Bendinger --[(INV) written_by]--> First Daughter --[directed_by]--> Forest Whitaker
Neg LogProb(↓):   0.021854
Path Entropy(↓):  0.119075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did gyula gazdag write the story for
Start Entity:     Gyula Gazdag
Gold Answer:      [['A Hungarian Fairy Tale']]
Predicted Ans:    A Hungarian Fairy Tale
Predicted Path:   Gyula Gazdag --[(INV) written_by]--> A Hungarian Fairy Tale --[written_by]--> Gyula Gazdag --[(INV) written_by]--> A Hungarian Fairy Tale
Path (Raw):       Gyula Gazdag --[(INV) written_by]--> A Hungarian Fairy Tale --[written_by]--> Gyula Gazdag --[(INV) written_by]--> A Hungarian Fairy Tale
Neg LogProb(↓):   0.001528
Path Entropy(↓):  0.011433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by masayuki ochiai
Start Entity:     Masayuki Ochiai
Gold Answer:      [['Achita Sikamana', 'Ananda Everingham', 'Natthaweeranuch Thongmee']]
Predicted Ans:    Natthaweeranuch Thongmee
Predicted Path:   Masayuki Ochiai --[(INV) directed_by]--> Shutter --[starred_actors]--> Natthaweeranuch Thongmee
Path (Raw):       Masayuki Ochiai --[No Operation]--> Masayuki Ochiai --[(INV) directed_by]--> Shutter --[starred_actors]--> Natthaweeranuch Thongmee
Neg LogProb(↓):   0.224995
Path Entropy(↓):  0.597616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie spartacus are written by who
Start Entity:     Spartacus
Gold Answer:      [['Frederic Raphael', 'Arthur Schnitzler', 'Jim Thompson', 'Diane Johnson', 'William Makepeace Thackeray', 'Lionel White', 'Stanley Kubrick', 'Humphrey Cobb', 'Stephen King', 'Anthony Burgess', 'Vladimir Nabokov', 'Michael Herr', 'Gustav Hasford']]
Predicted Ans:    Vladimir Nabokov
Predicted Path:   Spartacus --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Lolita --[written_by]--> Vladimir Nabokov
Path (Raw):       Spartacus --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Lolita --[written_by]--> Vladimir Nabokov
Neg LogProb(↓):   1.372597
Path Entropy(↓):  1.981285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the breakfast club
Start Entity:     The Breakfast Club
Gold Answer:      [['The Mighty Ducks', 'Young Guns II', 'That Was Then... This Is Now', 'Loaded Weapon 1', 'Stakeout', 'Men at Work', 'Another Stakeout', 'Young Guns', 'Wisdom', 'Repo Man', 'Freejack', 'The War at Home', 'Hail Caesar', 'Pirates of Silicon Valley', 'Weird Science', 'The Boost', "St. Elmo's Fire", 'Edward Scissorhands', 'Maximum Overdrive', 'Johnny Be Good', 'Rated X', 'Bobby', 'The Way', 'Judgment Night']]
Predicted Ans:    That Was Then... This Is Now
Predicted Path:   The Breakfast Club --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now
Path (Raw):       The Breakfast Club --[starred_actors]--> Emilio Estevez --[No Operation]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now
Neg LogProb(↓):   0.561962
Path Entropy(↓):  1.599825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did brendan cowles write
Start Entity:     Brendan Cowles
Gold Answer:      [['Dead in Tombstone']]
Predicted Ans:    Dead in Tombstone
Predicted Path:   Brendan Cowles --[(INV) written_by]--> Dead in Tombstone --[written_by]--> Shane Kuhn --[(INV) written_by]--> Dead in Tombstone
Path (Raw):       Brendan Cowles --[(INV) written_by]--> Dead in Tombstone --[written_by]--> Shane Kuhn --[(INV) written_by]--> Dead in Tombstone
Neg LogProb(↓):   0.025712
Path Entropy(↓):  0.118310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie nausicaa of the valley of the wind
Start Entity:     Nausicaä of the Valley of the Wind
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Nausicaä of the Valley of the Wind --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Nausicaä of the Valley of the Wind --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   2.427260
Path Entropy(↓):  3.331528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of camelot
Start Entity:     Camelot
Gold Answer:      [['Fred Astaire', 'Georges Guétary', 'Gene Kelly', 'Jane Powell', 'Van Johnson', 'Cyd Charisse', 'Louis Jourdan', 'Oscar Levant', 'Gaby Morlay', 'Jean Tissier', 'Yvonne de Bray', 'Leslie Caron']]
Predicted Ans:    Gene Kelly
Predicted Path:   Camelot --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[starred_actors]--> Gene Kelly
Path (Raw):       Camelot --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.023132
Path Entropy(↓):  0.118698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by luigi cozzi
Start Entity:     Luigi Cozzi
Gold Answer:      [['Marjoe Gortner', 'Ian McCulloch', 'David Hasselhoff', 'Caroline Munro', 'Christopher Plummer']]
Predicted Ans:    Ian McCulloch
Predicted Path:   Luigi Cozzi --[(INV) directed_by]--> Contamination --[starred_actors]--> Ian McCulloch
Path (Raw):       Luigi Cozzi --[No Operation]--> Luigi Cozzi --[(INV) directed_by]--> Contamination --[starred_actors]--> Ian McCulloch
Neg LogProb(↓):   0.405006
Path Entropy(↓):  0.817549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by joe simon
Start Entity:     Joe Simon
Gold Answer:      [['1990', '1979']]
Predicted Ans:    1990
Predicted Path:   Joe Simon --[(INV) written_by]--> Captain America --[release_year]--> 1990
Path (Raw):       Joe Simon --[No Operation]--> Joe Simon --[(INV) written_by]--> Captain America --[release_year]--> 1990
Neg LogProb(↓):   0.075828
Path Entropy(↓):  0.261394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed identification of a woman
Start Entity:     Identification of a Woman
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Identification of a Woman --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Il Grido --[has_genre]--> Drama
Path (Raw):       Identification of a Woman --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Il Grido --[has_genre]--> Drama
Neg LogProb(↓):   0.559224
Path Entropy(↓):  1.185532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by a knight's tale actors
Start Entity:     A Knight's Tale
Gold Answer:      [['Minako Daira', 'Gregor Jordan', 'Karen McCullah', 'Kirsten Smith', 'Marcus Warren', 'John Collee', 'Randal Keynes', 'Barry Unsworth', 'Robert Drewe', 'George Isaac', 'Jimmy McGovern', 'Mark Mills', 'Annie Proulx', 'Larry McMurtry', 'Roger Avary', 'Alex Proyas', 'John V. Soto', 'Brian Helgeland', 'Christopher Nolan', 'David S. Goyer', 'Scott Stewart', 'Peter Schink', 'Terry Southern', 'Mason Hoffenberg', 'Michael Zaidan', 'Mark Mullin', 'Diana Ossana', 'Rosamond Lehmann', 'Yasushi Akimoto', 'Timothy Scott Bogart', 'Cory Goodman', 'Kyril Bonfiglioli', 'Eric Aronson', 'Jon Amiel', 'Louis Mellis', 'David Scinto', 'Cathy Cash Spellman', 'Andrew Klavan', 'Steven Gaydos', 'Margaret Rosenthal', 'J.C. Chandor', 'Luke Davies', 'Rob Perez', 'Bret Easton Ellis', 'Buck Henry', 'Neil Armfield', 'Jack Paglen', 'Lem Dobbs', 'Tony Richardson', 'Bill Gallagher', 'John Michael McDonagh', 'Robert Rodat', 'Julian Fellowes']]
Predicted Ans:    David Scinto
Predicted Path:   A Knight's Tale --[starred_actors]--> Paul Bettany --[(INV) starred_actors]--> Gangster No. 1 --[written_by]--> David Scinto
Path (Raw):       A Knight's Tale --[starred_actors]--> Paul Bettany --[(INV) starred_actors]--> Gangster No. 1 --[written_by]--> David Scinto
Neg LogProb(↓):   1.353323
Path Entropy(↓):  2.311700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ethan hawke starred together with who
Start Entity:     Ethan Hawke
Gold Answer:      [['Richard Attenborough', 'Seymour Cassel', 'River Phoenix', 'Denzel Washington', 'Max Burkholder', 'Adelaide Kane', 'Lena Headey', 'Marisa Tomei', 'Robert Sean Leonard', 'Glenn Close', 'Anthony Hopkins', 'Nicol Williamson', 'Ralph Fiennes', 'Alan Bates', 'Steve Zahn', 'Sam Shepard', 'Don Cheadle', 'Klaus Maria Brandauer', 'Maria Bello', 'Penny Downie', 'Oliver Ford Davies', 'Winona Ryder', 'Julie Delpy', 'Richard Gere', 'David Tennant', 'Uma Thurman', 'Gore Vidal', 'Chris Cooper', 'Angelina Jolie', 'Teri Polo', 'Brian McNamara', 'Peter Berg', 'Kevin Dillon', 'Frank Whaley', 'Skeet Ulrich', 'Selena Gomez', 'Sarah Snook', 'Diane Venora', 'Patrick Stewart', 'Paul Scofield', 'Jon Voight', 'Gwyneth Paltrow', 'Josh Hamilton', 'John Mills', 'Hideo Sakaki', 'Laurence Fishburne', 'Mark Ruffalo', 'Valerie Hobson', 'Albert Finney', 'Kyle MacLachlan', 'Carla Gugino', 'Marianne Faithfull', 'Janeane Garofalo', 'Laurie Zimmer', 'Austin Stoker', 'Darwin Joston', 'Jean Simmons', 'Philip Seymour Hoffman', 'Matthew McConaughey', 'Kristin Scott Thomas', 'Vincent Spano', 'Wesley Snipes', 'Mel Gibson', 'Judy Parfitt', 'Arye Gross']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Ethan Hawke --[(INV) starred_actors]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Ethan Hawke --[No Operation]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   1.179223
Path Entropy(↓):  2.825173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by georges berr in
Start Entity:     Georges Berr
Gold Answer:      [['French']]
Predicted Ans:    wesley ruggles
Predicted Path:   Georges Berr --[(INV) written_by]--> True Confession --[has_tags]--> wesley ruggles
Path (Raw):       Georges Berr --[No Operation]--> Georges Berr --[(INV) written_by]--> True Confession --[has_tags]--> wesley ruggles
Neg LogProb(↓):   0.672529
Path Entropy(↓):  1.178704
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director for up the yangtze
Start Entity:     Up the Yangtze
Gold Answer:      [['Yung Chang']]
Predicted Ans:    Yung Chang
Predicted Path:   Up the Yangtze --[directed_by]--> Yung Chang --[(INV) directed_by]--> Up the Yangtze --[directed_by]--> Yung Chang
Path (Raw):       Up the Yangtze --[directed_by]--> Yung Chang --[(INV) directed_by]--> Up the Yangtze --[directed_by]--> Yung Chang
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the company you keep
Start Entity:     The Company You Keep
Gold Answer:      [['Adrian Lyne', 'Ivan Reitman', 'Lasse Hallström', 'Stuart Rosenberg', 'Tony Scott', 'Barry Levinson', 'Phil Alden Robinson', 'Sidney J. Furie', 'Robert Redford', 'Baz Luhrmann', 'Elliott Nugent', 'George Roy Hill', 'Robert Mulligan', 'Gene Saks', 'Peter Yates', 'Arthur Penn', 'Sydney Pollack', 'Ken Kwapis', 'Rod Lurie', 'Jack Clayton', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Elliott Nugent
Predicted Path:   The Company You Keep --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Path (Raw):       The Company You Keep --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   0.306437
Path Entropy(↓):  1.177654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with noah taylor
Start Entity:     Noah Taylor
Gold Answer:      [['Yasmin Paige', 'Nicole Kidman', 'Paddy Considine', 'Emily Hamilton', 'Thandie Newton', 'Ben Mendelsohn', 'Loene Carmen', 'Craig Roberts']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Noah Taylor --[(INV) starred_actors]--> Flirting --[starred_actors]--> Nicole Kidman
Path (Raw):       Noah Taylor --[No Operation]--> Noah Taylor --[(INV) starred_actors]--> Flirting --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.436121
Path Entropy(↓):  0.708859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Zack snyder was the director of which films
Start Entity:     Zack Snyder
Gold Answer:      [['Dawn of the Dead', '300', 'Man of Steel', 'Sucker Punch', 'Watchmen']]
Predicted Ans:    Sucker Punch
Predicted Path:   Zack Snyder --[(INV) directed_by]--> Sucker Punch --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Sucker Punch
Path (Raw):       Zack Snyder --[(INV) directed_by]--> Sucker Punch --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Sucker Punch
Neg LogProb(↓):   0.624366
Path Entropy(↓):  1.098093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of man to man
Start Entity:     Man to Man
Gold Answer:      [['Geraldine Chaplin', 'Jean Yanne', 'Catherine Deneuve', 'Linh Dan Pham']]
Predicted Ans:    Joseph Fiennes
Predicted Path:   Man to Man --[written_by]--> Régis Wargnier --[(INV) written_by]--> Man to Man --[starred_actors]--> Joseph Fiennes
Path (Raw):       Man to Man --[written_by]--> Régis Wargnier --[(INV) written_by]--> Man to Man --[starred_actors]--> Joseph Fiennes
Neg LogProb(↓):   0.605280
Path Entropy(↓):  0.698892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in a walk among the tombstones
Start Entity:     A Walk Among the Tombstones
Gold Answer:      [['Documentary', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Walk Among the Tombstones --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Under Suspicion --[has_genre]--> Drama
Path (Raw):       A Walk Among the Tombstones --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Under Suspicion --[has_genre]--> Drama
Neg LogProb(↓):   1.300982
Path Entropy(↓):  1.533826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed guadalcanal diary
Start Entity:     Guadalcanal Diary
Gold Answer:      [['George Owen', 'Tom Reed']]
Predicted Ans:    Richard Tregaskis
Predicted Path:   Guadalcanal Diary --[directed_by]--> Lewis Seiler --[(INV) directed_by]--> Guadalcanal Diary --[written_by]--> Richard Tregaskis
Path (Raw):       Guadalcanal Diary --[directed_by]--> Lewis Seiler --[(INV) directed_by]--> Guadalcanal Diary --[written_by]--> Richard Tregaskis
Neg LogProb(↓):   0.387178
Path Entropy(↓):  0.867199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe film away we go
Start Entity:     Away We Go
Gold Answer:      [['jeff daniels', 'maggie gyllenhaal', 'john krasinski', 'maya rudolph', 'r', 'sam mendes', "catherine o'hara"]]
Predicted Ans:    sam mendes
Predicted Path:   Away We Go --[has_tags]--> sam mendes --[(INV) has_tags]--> Revolutionary Road --[has_tags]--> sam mendes
Path (Raw):       Away We Go --[has_tags]--> sam mendes --[(INV) has_tags]--> Revolutionary Road --[has_tags]--> sam mendes
Neg LogProb(↓):   0.357120
Path Entropy(↓):  0.819144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in a hatful of rain
Start Entity:     A Hatful of Rain
Gold Answer:      [['Edith R. Sommer', 'John H. Secondari', 'James Leo Herlihy', 'Tom Mankiewicz', 'Grace Metalious', 'Larry Forrester', 'Richard Tregaskis', 'Ernest Lehman', 'Rod Serling', 'Arnold Schulman', 'Cornelia Baird Gross', 'John Michael Hayes', 'William Inge', 'Irving Ravetch', 'Vittorio Nino Novarese', 'Roald Dahl', 'George Seaton', 'Raymond Chandler', 'Roméo Dallaire', 'William Faulkner', 'William Murray', 'Ross Macdonald']]
Predicted Ans:    David Niven
Predicted Path:   A Hatful of Rain --[written_by]--> Carl Foreman --[(INV) written_by]--> The Guns of Navarone --[starred_actors]--> David Niven
Path (Raw):       A Hatful of Rain --[written_by]--> Carl Foreman --[(INV) written_by]--> The Guns of Navarone --[starred_actors]--> David Niven
Neg LogProb(↓):   0.693633
Path Entropy(↓):  1.737643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The big fix, when was it released
Start Entity:     The Big Fix
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   The Big Fix --[release_year]--> 1978 --[(INV) release_year]--> Same Time, Next Year --[release_year]--> 1978
Path (Raw):       The Big Fix --[release_year]--> 1978 --[(INV) release_year]--> Same Time, Next Year --[release_year]--> 1978
Neg LogProb(↓):   2.546121
Path Entropy(↓):  3.673647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed forest warrior
Start Entity:     Forest Warrior
Gold Answer:      [['Aaron Norris']]
Predicted Ans:    Aaron Norris
Predicted Path:   Forest Warrior --[directed_by]--> Aaron Norris --[(INV) directed_by]--> Forest Warrior --[directed_by]--> Aaron Norris
Path (Raw):       Forest Warrior --[directed_by]--> Aaron Norris --[(INV) directed_by]--> Forest Warrior --[directed_by]--> Aaron Norris
Neg LogProb(↓):   0.298880
Path Entropy(↓):  0.603791
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by norman reedus were in which languages
Start Entity:     Norman Reedus
Gold Answer:      [['Russian', 'German']]
Predicted Ans:    Russian
Predicted Path:   Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[in_language]--> Russian
Path (Raw):       Norman Reedus --[No Operation]--> Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[in_language]--> Russian
Neg LogProb(↓):   0.000256
Path Entropy(↓):  0.002463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was alice hoffman a writer on
Start Entity:     Alice Hoffman
Gold Answer:      [['Aquamarine', 'Practical Magic']]
Predicted Ans:    Aquamarine
Predicted Path:   Alice Hoffman --[(INV) written_by]--> Aquamarine --[written_by]--> Alice Hoffman --[(INV) written_by]--> Aquamarine
Path (Raw):       Alice Hoffman --[(INV) written_by]--> Aquamarine --[written_by]--> Alice Hoffman --[(INV) written_by]--> Aquamarine
Neg LogProb(↓):   0.517719
Path Entropy(↓):  1.011310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in contagion
Start Entity:     Contagion
Gold Answer:      [['Mike Newell', 'Alfonso Cuarón', 'Peter Howitt', 'Paul Thomas Anderson', 'Wes Anderson', 'Diarmuid Lawrence', 'David Lean', 'John Madden', 'Jon Favreau', 'Don Roos', 'Jocelyn Moorhouse', 'Shana Feste', 'Andrew Davis', 'Matt Reeves', 'Kerry Conran', 'Stuart Blumberg', 'Shane Black', 'Anthony Minghella', 'Douglas McGrath', 'Mark Tonderai', 'Bruno Barreto', 'Neil LaBute', 'Clarence Brown']]
Predicted Ans:    Neil LaBute
Predicted Path:   Contagion --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Path (Raw):       Contagion --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Neg LogProb(↓):   0.099302
Path Entropy(↓):  0.488070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film far cry starred which actors
Start Entity:     Far Cry
Gold Answer:      [['Til Schweiger']]
Predicted Ans:    Jan Josef Liefers
Predicted Path:   Far Cry --[starred_actors]--> Til Schweiger --[(INV) starred_actors]--> Knockin' on Heaven's Door --[starred_actors]--> Jan Josef Liefers
Path (Raw):       Far Cry --[starred_actors]--> Til Schweiger --[(INV) starred_actors]--> Knockin' on Heaven's Door --[starred_actors]--> Jan Josef Liefers
Neg LogProb(↓):   0.004964
Path Entropy(↓):  0.034146
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of borgman also directed which movies
Start Entity:     Borgman
Gold Answer:      [['The Northerners']]
Predicted Ans:    The Northerners
Predicted Path:   Borgman --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners
Path (Raw):       Borgman --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners --[No Operation]--> The Northerners
Neg LogProb(↓):   0.090426
Path Entropy(↓):  0.294268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by liesel matthews
Start Entity:     Liesel Matthews
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Liesel Matthews --[(INV) starred_actors]--> A Little Princess --[release_year]--> 1995
Path (Raw):       Liesel Matthews --[No Operation]--> Liesel Matthews --[(INV) starred_actors]--> A Little Princess --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by gary whitta released
Start Entity:     Gary Whitta
Gold Answer:      [['2013', '2010']]
Predicted Ans:    2013
Predicted Path:   Gary Whitta --[(INV) written_by]--> After Earth --[release_year]--> 2013
Path (Raw):       Gary Whitta --[No Operation]--> Gary Whitta --[(INV) written_by]--> After Earth --[release_year]--> 2013
Neg LogProb(↓):   0.467697
Path Entropy(↓):  0.660953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of avenger
Start Entity:     Avenger
Gold Answer:      [['The Odessa File', 'The Dogs of War', 'The Day of the Jackal', 'Icon', 'The Fourth Protocol']]
Predicted Ans:    The Day of the Jackal
Predicted Path:   Avenger --[written_by]--> Frederick Forsyth --[(INV) written_by]--> The Day of the Jackal
Path (Raw):       Avenger --[No Operation]--> Avenger --[written_by]--> Frederick Forsyth --[(INV) written_by]--> The Day of the Jackal
Neg LogProb(↓):   0.135718
Path Entropy(↓):  0.534500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by mathieu kassovitz fall under
Start Entity:     Mathieu Kassovitz
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mathieu Kassovitz --[(INV) starred_actors]--> Rebellion --[has_genre]--> Drama
Path (Raw):       Mathieu Kassovitz --[No Operation]--> Mathieu Kassovitz --[(INV) starred_actors]--> Rebellion --[has_genre]--> Drama
Neg LogProb(↓):   0.047381
Path Entropy(↓):  0.187528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the egg and i
Start Entity:     The Egg and I
Gold Answer:      [['Remember the Night', 'The Caine Mutiny', 'So Proudly We Hail!', 'Too Many Husbands', 'The Rains of Ranchipur', 'Imitation of Life', 'Heaven Can Wait', 'Zaza', 'The Long, Long Trailer', 'Three Came Home', 'The Princess Comes Across', 'Son of Flubber', 'The Apartment', 'Kisses for My President', 'Pushover', 'Alice Adams', 'The Palm Beach Story', 'Arise, My Love', 'It Happened One Night', 'Cleopatra', 'Barnacle Bill', 'Drums Along the Mohawk', 'True Confession', "It's a Wonderful World", 'Sleep, My Love', 'Remember the Day', 'Skylark', 'Honor Among Lovers', 'The Far Horizons', 'I Met Him in Paris', 'The Gilded Lily', 'Boom Town', 'No Time for Love', 'Midnight', 'Face of a Fugitive', 'The Sign of the Cross', 'Borderline', "There's Always Tomorrow", 'The Shaggy Dog', 'Double Indemnity', 'The Smiling Lieutenant', 'Above Suspicion', 'The Happiest Millionaire', 'A Millionaire for Christy', 'Maid of Salem', 'Follow Me, Boys!', 'Hands Across the Table']]
Predicted Ans:    Cleopatra
Predicted Path:   The Egg and I --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra
Path (Raw):       The Egg and I --[starred_actors]--> Claudette Colbert --[No Operation]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra
Neg LogProb(↓):   1.501170
Path Entropy(↓):  1.842748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the winning season
Start Entity:     The Winning Season
Gold Answer:      [['1995', '1998', '1997', '2009', '2001', '1990', '2003', '1989', '2010', '2014', '2002', '2012', '2013', '2007']]
Predicted Ans:    2014
Predicted Path:   The Winning Season --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Better Living Through Chemistry --[release_year]--> 2014
Path (Raw):       The Winning Season --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Better Living Through Chemistry --[release_year]--> 2014
Neg LogProb(↓):   1.152912
Path Entropy(↓):  1.974015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by i'm still here actors release
Start Entity:     I'm Still Here
Gold Answer:      [['1995', '1998', '2000', '1997', '2001', '2008', '2003', '1992', '1989', '2005', '2004', '2014', '2002', '2012', '2013', '2007']]
Predicted Ans:    2005
Predicted Path:   I'm Still Here --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Walk the Line --[release_year]--> 2005
Path (Raw):       I'm Still Here --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Walk the Line --[release_year]--> 2005
Neg LogProb(↓):   0.786209
Path Entropy(↓):  1.796634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of kill your darlings also starred in which movies
Start Entity:     Kill Your Darlings
Gold Answer:      [['Battleship', 'The East', 'Melancholia', 'Evil', 'The Diary of a Teenage Girl', 'Trust Me', 'Jalla! Jalla!', 'The Giver', 'Kopps', 'What Maisie Knew']]
Predicted Ans:    The East
Predicted Path:   Kill Your Darlings --[starred_actors]--> Alexander Skarsgård --[(INV) starred_actors]--> The East
Path (Raw):       Kill Your Darlings --[starred_actors]--> Alexander Skarsgård --[No Operation]--> Alexander Skarsgård --[(INV) starred_actors]--> The East
Neg LogProb(↓):   0.557400
Path Entropy(↓):  1.252921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the son of no one
Start Entity:     The Son of No One
Gold Answer:      [['Michael Sucsy', 'Jamie Linden', 'Hal Hartley', 'Roland Emmerich', 'Kimberly Peirce', 'Steven Soderbergh', 'Anne Fletcher', 'Kevin Macdonald', 'Lasse Hallström', 'Dito Montiel', 'Christopher Miller', 'Phil Lord', 'Andy Fickman', 'Bennett Miller']]
Predicted Ans:    Christopher Miller
Predicted Path:   The Son of No One --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[directed_by]--> Christopher Miller
Path (Raw):       The Son of No One --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[directed_by]--> Christopher Miller
Neg LogProb(↓):   0.597669
Path Entropy(↓):  1.232294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film eyes of laura mars
Start Entity:     Eyes of Laura Mars
Gold Answer:      [['Andrew Birkin', 'Michael Lessac', 'Rúnar Rúnarsson', 'Stephen Herek', 'Ross Kagan Marks', 'Ron Shelton', 'Paul Haggis', 'Harley Cokeliss', 'Clint Eastwood', 'Franco Zeffirelli', 'Kevin Spacey', 'Bruce Beresford', 'John Wells', 'Volker Schlöndorff', 'William Friedkin', 'Robert Altman', 'Ethan Coen', 'David Beaird', 'Steven Hilliard Stern', 'Roman Polanski', 'Michael Apted', 'Mick Jackson', 'King Vidor', 'John Ford', 'Harold Becker', 'Barry Sonnenfeld', 'Stanley Kramer', 'Peter Webber', 'Brian G. Hutton', 'Stuart Baird', 'David Frankel', 'Andrew Davis', 'Joel Schumacher', 'Bertrand Tavernier', 'Ben Bolt', 'Elia Kazan', 'Frank Perry', 'Emir Kusturica', 'David Green', 'Sidney Lumet', 'John Flynn', 'Stephen Hopkins', 'Tony Richardson', 'John Guillermin', 'Arthur Penn', 'Jesse V. Johnson', 'Sydney Pollack', 'Ken Kwapis', 'John McTiernan', 'Norman Jewison', 'Barbet Schroeder', 'Jeannot Szwarc', 'Mike Figgis', 'Tommy Lee Jones']]
Predicted Ans:    Frank Perry
Predicted Path:   Eyes of Laura Mars --[starred_actors]--> Faye Dunaway --[(INV) starred_actors]--> Mommie Dearest --[directed_by]--> Frank Perry
Path (Raw):       Eyes of Laura Mars --[starred_actors]--> Faye Dunaway --[(INV) starred_actors]--> Mommie Dearest --[directed_by]--> Frank Perry
Neg LogProb(↓):   1.074114
Path Entropy(↓):  2.046823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by liberty stands still writers
Start Entity:     Liberty Stands Still
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Liberty Stands Still --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Path (Raw):       Liberty Stands Still --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Neg LogProb(↓):   0.025524
Path Entropy(↓):  0.127728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of juan eduardo palacios acted films
Start Entity:     Juan Eduardo Palacios
Gold Answer:      [['Amat Escalante']]
Predicted Ans:    Amat Escalante
Predicted Path:   Juan Eduardo Palacios --[(INV) starred_actors]--> Heli --[directed_by]--> Amat Escalante
Path (Raw):       Juan Eduardo Palacios --[No Operation]--> Juan Eduardo Palacios --[(INV) starred_actors]--> Heli --[directed_by]--> Amat Escalante
Neg LogProb(↓):   0.000885
Path Entropy(↓):  0.007102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of i am bruce lee
Start Entity:     I Am Bruce Lee
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   I Am Bruce Lee --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       I Am Bruce Lee --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   2.903883
Path Entropy(↓):  4.378306
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie wolfsburg in
Start Entity:     Wolfsburg
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Wolfsburg --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Wolfsburg --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.413747
Path Entropy(↓):  1.233137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of call me madam also wrote movies
Start Entity:     Call Me Madam
Gold Answer:      [['Stowaway', 'Dimples', 'Duck Soup', 'State of the Union', 'A Slight Case of Murder', 'The Sound of Music', 'Wonder Man', 'Pigskin Parade', 'Tall Story']]
Predicted Ans:    The Sound of Music
Predicted Path:   Call Me Madam --[written_by]--> Russel Crouse --[(INV) written_by]--> The Sound of Music
Path (Raw):       Call Me Madam --[written_by]--> Russel Crouse --[(INV) written_by]--> The Sound of Music --[No Operation]--> The Sound of Music
Neg LogProb(↓):   0.260914
Path Entropy(↓):  0.768923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with strip search fall under
Start Entity:     Strip Search
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Strip Search --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       Strip Search --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   0.644541
Path Entropy(↓):  1.949538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did ryan merriman act in
Start Entity:     Ryan Merriman
Gold Answer:      [['Just Looking']]
Predicted Ans:    Just Looking
Predicted Path:   Ryan Merriman --[(INV) starred_actors]--> Just Looking --[starred_actors]--> Ryan Merriman --[(INV) starred_actors]--> Just Looking
Path (Raw):       Ryan Merriman --[(INV) starred_actors]--> Just Looking --[starred_actors]--> Ryan Merriman --[(INV) starred_actors]--> Just Looking
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jared hess written films
Start Entity:     Jared Hess
Gold Answer:      [['2006', '2009', '2004']]
Predicted Ans:    2006
Predicted Path:   Jared Hess --[(INV) written_by]--> Nacho Libre --[release_year]--> 2006
Path (Raw):       Jared Hess --[No Operation]--> Jared Hess --[(INV) written_by]--> Nacho Libre --[release_year]--> 2006
Neg LogProb(↓):   0.424552
Path Entropy(↓):  0.883257
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by edward childs carpenter fall under
Start Entity:     Edward Childs Carpenter
Gold Answer:      [['Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Edward Childs Carpenter --[(INV) written_by]--> The Major and the Minor --[has_genre]--> Comedy
Path (Raw):       Edward Childs Carpenter --[No Operation]--> Edward Childs Carpenter --[(INV) written_by]--> The Major and the Minor --[has_genre]--> Comedy
Neg LogProb(↓):   0.040803
Path Entropy(↓):  0.167885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with john semper
Start Entity:     John Semper
Gold Answer:      [['Cynthia Friedlob', 'Richard Brenne', 'Michael Swerdlick', 'Wayne Allan Rice']]
Predicted Ans:    Richard Brenne
Predicted Path:   John Semper --[(INV) written_by]--> Class Act --[written_by]--> Richard Brenne
Path (Raw):       John Semper --[No Operation]--> John Semper --[(INV) written_by]--> Class Act --[written_by]--> Richard Brenne
Neg LogProb(↓):   0.126707
Path Entropy(↓):  0.448401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by william durkee were directed by who
Start Entity:     William Durkee
Gold Answer:      [['John Farrow']]
Predicted Ans:    John Farrow
Predicted Path:   William Durkee --[(INV) written_by]--> The Unholy Wife --[directed_by]--> John Farrow
Path (Raw):       William Durkee --[No Operation]--> William Durkee --[(INV) written_by]--> The Unholy Wife --[directed_by]--> John Farrow
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the little fockers director release
Start Entity:     Little Fockers
Gold Answer:      [['2001', '2004', '2006', '2002', '2013']]
Predicted Ans:    2002
Predicted Path:   Little Fockers --[directed_by]--> Paul Weitz --[(INV) directed_by]--> About a Boy --[release_year]--> 2002
Path (Raw):       Little Fockers --[directed_by]--> Paul Weitz --[(INV) directed_by]--> About a Boy --[release_year]--> 2002
Neg LogProb(↓):   0.702278
Path Entropy(↓):  0.777439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of quinceanera
Start Entity:     Quinceañera
Gold Answer:      [['Wash Westmoreland', 'Richard Glatzer']]
Predicted Ans:    Wash Westmoreland
Predicted Path:   Quinceañera --[written_by]--> Wash Westmoreland --[(INV) written_by]--> Still Alice --[directed_by]--> Wash Westmoreland
Path (Raw):       Quinceañera --[written_by]--> Wash Westmoreland --[(INV) written_by]--> Still Alice --[directed_by]--> Wash Westmoreland
Neg LogProb(↓):   0.052300
Path Entropy(↓):  0.232884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by mark leahy
Start Entity:     Mark Leahy
Gold Answer:      [['Robert Zemeckis', 'Graham Baker']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Mark Leahy --[(INV) written_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Path (Raw):       Mark Leahy --[No Operation]--> Mark Leahy --[(INV) written_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.042823
Path Entropy(↓):  0.174049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by roy knyrim released
Start Entity:     Roy Knyrim
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Roy Knyrim --[(INV) directed_by]--> Death Racers --[release_year]--> 2008
Path (Raw):       Roy Knyrim --[No Operation]--> Roy Knyrim --[(INV) directed_by]--> Death Racers --[release_year]--> 2008
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of shane mcrae acted films
Start Entity:     Shane McRae
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Shane McRae --[(INV) starred_actors]--> Killer Pad --[release_year]--> 2008
Path (Raw):       Shane McRae --[No Operation]--> Shane McRae --[(INV) starred_actors]--> Killer Pad --[release_year]--> 2008
Neg LogProb(↓):   0.003285
Path Entropy(↓):  0.022032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of ruby gentry also directed which movies
Start Entity:     Ruby Gentry
Gold Answer:      [['On Our Merry Way', 'Beyond the Forest', 'Wild Oranges', 'The Citadel', 'Bird of Paradise', 'The Patsy', 'Street Scene', 'Duel in the Sun', 'The Champ', 'The Fountainhead', 'War and Peace', 'The Wedding Night', 'Stella Dallas', 'Comrade X', 'Our Daily Bread']]
Predicted Ans:    War and Peace
Predicted Path:   Ruby Gentry --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace
Path (Raw):       Ruby Gentry --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[No Operation]--> War and Peace
Neg LogProb(↓):   0.365825
Path Entropy(↓):  1.074211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with a better tomorrow fall under
Start Entity:     A Better Tomorrow
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   A Better Tomorrow --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> Once a Thief --[has_genre]--> Crime
Path (Raw):       A Better Tomorrow --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> Once a Thief --[has_genre]--> Crime
Neg LogProb(↓):   0.028945
Path Entropy(↓):  0.145041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by rainer werner fassbinder
Start Entity:     Rainer Werner Fassbinder
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Rainer Werner Fassbinder --[(INV) written_by]--> Beware of a Holy Whore --[in_language]--> German
Path (Raw):       Rainer Werner Fassbinder --[No Operation]--> Rainer Werner Fassbinder --[(INV) written_by]--> Beware of a Holy Whore --[in_language]--> German
Neg LogProb(↓):   0.932992
Path Entropy(↓):  1.368534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was andrei tarkovsky a writer on
Start Entity:     Andrei Tarkovsky
Gold Answer:      [['The Mirror', 'Solaris', 'The Killers', 'The Steamroller and the Violin', 'The Sacrifice', 'Andrei Rublev']]
Predicted Ans:    The Sacrifice
Predicted Path:   Andrei Tarkovsky --[(INV) written_by]--> The Steamroller and the Violin --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Sacrifice
Path (Raw):       Andrei Tarkovsky --[(INV) written_by]--> The Steamroller and the Violin --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Sacrifice
Neg LogProb(↓):   1.307384
Path Entropy(↓):  2.287762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of candy
Start Entity:     Candy
Gold Answer:      [['1968']]
Predicted Ans:    2006
Predicted Path:   Candy --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Path (Raw):       Candy --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Neg LogProb(↓):   2.318645
Path Entropy(↓):  4.462391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by jason priestley in
Start Entity:     Jason Priestley
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Jason Priestley --[(INV) starred_actors]--> The Fourth Angel --[has_genre]--> Thriller
Path (Raw):       Jason Priestley --[No Operation]--> Jason Priestley --[(INV) starred_actors]--> The Fourth Angel --[has_genre]--> Thriller
Neg LogProb(↓):   0.043608
Path Entropy(↓):  0.177468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in black friday
Start Entity:     Black Friday
Gold Answer:      [['Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Black Friday --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[has_genre]--> Horror
Path (Raw):       Black Friday --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[has_genre]--> Horror
Neg LogProb(↓):   0.075927
Path Entropy(↓):  0.404217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of humanite also wrote movies
Start Entity:     Humanité
Gold Answer:      [['Camille Claudel 1915', 'Twentynine Palms', 'Hadewijch', 'Flanders']]
Predicted Ans:    Camille Claudel 1915
Predicted Path:   Humanité --[written_by]--> Bruno Dumont --[(INV) written_by]--> Camille Claudel 1915
Path (Raw):       Humanité --[written_by]--> Bruno Dumont --[(INV) written_by]--> Camille Claudel 1915 --[No Operation]--> Camille Claudel 1915
Neg LogProb(↓):   0.415742
Path Entropy(↓):  0.646678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of a streetcar named desire
Start Entity:     A Streetcar Named Desire
Gold Answer:      [['Una Merkel', 'Marlon Brando', 'Elizabeth Taylor', 'Deborah Kerr', 'Katharine Hepburn', 'Bryce Dallas Howard', 'Marisa Pavan', 'Joanne Woodward', 'Joanna Miles', 'Montgomery Clift', 'Robert Redford', 'Karl Malden', 'Sam Waterston', 'Kate Reid', 'Anna Magnani', 'Paul Newman', 'Carroll Baker', 'Mildred Dunnock', 'Burt Lancaster', 'Ed Begley', 'Geraldine Page', 'Richard Burton', 'Charles Bronson', 'Ava Gardner', 'Eli Wallach', 'Michael Moriarty', 'Laurence Harvey', 'Albert Dekker', 'Natalie Wood', 'Shirley Knight', 'Rita Moreno', 'Burl Ives']]
Predicted Ans:    Carroll Baker
Predicted Path:   A Streetcar Named Desire --[written_by]--> Tennessee Williams --[(INV) written_by]--> Baby Doll --[starred_actors]--> Carroll Baker
Path (Raw):       A Streetcar Named Desire --[written_by]--> Tennessee Williams --[(INV) written_by]--> Baby Doll --[starred_actors]--> Carroll Baker
Neg LogProb(↓):   2.216180
Path Entropy(↓):  3.005284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film hannie caulder
Start Entity:     Hannie Caulder
Gold Answer:      [['1964', '1957', '1990', '1959', '1973', '1956']]
Predicted Ans:    1956
Predicted Path:   Hannie Caulder --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Hannie Caulder --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   0.323940
Path Entropy(↓):  0.955122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film santa with muscles
Start Entity:     Santa with Muscles
Gold Answer:      [['Dennis Hackin']]
Predicted Ans:    Dennis Hackin
Predicted Path:   Santa with Muscles --[starred_actors]--> Hulk Hogan --[(INV) starred_actors]--> No Holds Barred --[written_by]--> Dennis Hackin
Path (Raw):       Santa with Muscles --[starred_actors]--> Hulk Hogan --[(INV) starred_actors]--> No Holds Barred --[written_by]--> Dennis Hackin
Neg LogProb(↓):   0.000585
Path Entropy(↓):  0.005318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by marcia mcbroom
Start Entity:     Marcia McBroom
Gold Answer:      [['Russ Meyer', 'Roger Ebert']]
Predicted Ans:    Russ Meyer
Predicted Path:   Marcia McBroom --[(INV) starred_actors]--> Beyond the Valley of the Dolls --[written_by]--> Russ Meyer
Path (Raw):       Marcia McBroom --[No Operation]--> Marcia McBroom --[(INV) starred_actors]--> Beyond the Valley of the Dolls --[written_by]--> Russ Meyer
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the captive
Start Entity:     The Captive
Gold Answer:      [['The Adjuster', 'The Sweet Hereafter', 'Speaking Parts', 'Calendar', 'Adoration', 'Where the Truth Lies', "Felicia's Journey", 'Next of Kin', 'Exotica', 'Ararat']]
Predicted Ans:    Next of Kin
Predicted Path:   The Captive --[written_by]--> Atom Egoyan --[(INV) written_by]--> Next of Kin
Path (Raw):       The Captive --[No Operation]--> The Captive --[written_by]--> Atom Egoyan --[(INV) written_by]--> Next of Kin
Neg LogProb(↓):   1.080028
Path Entropy(↓):  1.576851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of once around
Start Entity:     Once Around
Gold Answer:      [['Charlotte Le Bon', 'Emily Blunt', 'Manish Dayal', 'Jennifer Lopez', 'Juliette Lewis', 'Kevin Spacey', 'Julianne Moore', 'Judi Dench', 'Gena Rowlands', 'Tomas von Brömssen', 'Anton Glanzelius', 'Melinda Kinnaman', 'Channing Tatum', 'Robert Redford', 'Julianne Hough', 'François Cluzet', 'Dennis Quaid', 'Julia Roberts', 'Johnny Depp', 'Amanda Seyfried', 'Leonardo DiCaprio', 'Heath Ledger', 'Cate Blanchett', 'Robert Duvall', 'Isaach De Bankolé', 'Giulia Boschi', 'Morgan Freeman', 'Amr Waked', 'Helen Mirren', 'Om Puri']]
Predicted Ans:    Om Puri
Predicted Path:   Once Around --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Hundred-Foot Journey --[starred_actors]--> Om Puri
Path (Raw):       Once Around --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Hundred-Foot Journey --[starred_actors]--> Om Puri
Neg LogProb(↓):   0.731362
Path Entropy(↓):  1.765585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of smoke
Start Entity:     Smoke
Gold Answer:      [['James Spader', 'Michael J. Fox', 'Roseanne Barr', 'Lou Reed', 'Mel Gorham', 'Mandy Patinkin', 'Harvey Keitel']]
Predicted Ans:    Harvey Keitel
Predicted Path:   Smoke --[written_by]--> Paul Auster --[(INV) written_by]--> Smoke --[starred_actors]--> Harvey Keitel
Path (Raw):       Smoke --[written_by]--> Paul Auster --[(INV) written_by]--> Smoke --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.115722
Path Entropy(↓):  0.453330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by adrienne king were in which genres
Start Entity:     Adrienne King
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Adrienne King --[(INV) starred_actors]--> Friday the 13th --[has_genre]--> Horror
Path (Raw):       Adrienne King --[No Operation]--> Adrienne King --[(INV) starred_actors]--> Friday the 13th --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Jay anania directed which movies
Start Entity:     Jay Anania
Gold Answer:      [['The Letter']]
Predicted Ans:    The Letter
Predicted Path:   Jay Anania --[(INV) directed_by]--> The Letter --[directed_by]--> Jay Anania --[(INV) directed_by]--> The Letter
Path (Raw):       Jay Anania --[(INV) directed_by]--> The Letter --[directed_by]--> Jay Anania --[(INV) directed_by]--> The Letter
Neg LogProb(↓):   0.005446
Path Entropy(↓):  0.034000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed sunshine on leith
Start Entity:     Sunshine on Leith
Gold Answer:      [['Jeff Bridges', 'John Hurt', 'Diane Lane', 'Ellen Barkin']]
Predicted Ans:    John Hurt
Predicted Path:   Sunshine on Leith --[directed_by]--> Dexter Fletcher --[(INV) directed_by]--> Wild Bill --[starred_actors]--> John Hurt
Path (Raw):       Sunshine on Leith --[directed_by]--> Dexter Fletcher --[(INV) directed_by]--> Wild Bill --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.666877
Path Entropy(↓):  0.839973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by david gulpilil release
Start Entity:     David Gulpilil
Gold Answer:      [['1971', '2002', '2013']]
Predicted Ans:    2013
Predicted Path:   David Gulpilil --[(INV) starred_actors]--> Charlie's Country --[release_year]--> 2013
Path (Raw):       David Gulpilil --[No Operation]--> David Gulpilil --[(INV) starred_actors]--> Charlie's Country --[release_year]--> 2013
Neg LogProb(↓):   0.844024
Path Entropy(↓):  1.017578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie ernest scared stupid were in which genres
Start Entity:     Ernest Scared Stupid
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ernest Scared Stupid --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Slam Dunk Ernest --[has_genre]--> Comedy
Path (Raw):       Ernest Scared Stupid --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Slam Dunk Ernest --[has_genre]--> Comedy
Neg LogProb(↓):   1.397856
Path Entropy(↓):  2.047409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the patsy fall under
Start Entity:     The Patsy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Patsy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[has_genre]--> Comedy
Path (Raw):       The Patsy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.617654
Path Entropy(↓):  1.161328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of undisputed
Start Entity:     Undisputed
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Undisputed --[directed_by]--> Walter Hill --[(INV) directed_by]--> Wild Bill --[in_language]--> English
Path (Raw):       Undisputed --[directed_by]--> Walter Hill --[(INV) directed_by]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.581291
Path Entropy(↓):  0.686450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of gosford park
Start Entity:     Gosford Park
Gold Answer:      [['The Young Victoria', 'Beyond Therapy', 'Separate Lies', 'Images', 'Quintet', 'A Perfect Couple', 'Short Cuts', '3 Women', 'Kansas City', 'From Time to Time', 'A Wedding', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Thieves Like Us']]
Predicted Ans:    Gosford Park
Predicted Path:   Gosford Park --[written_by]--> Julian Fellowes --[(INV) written_by]--> Gosford Park
Path (Raw):       Gosford Park --[No Operation]--> Gosford Park --[written_by]--> Julian Fellowes --[(INV) written_by]--> Gosford Park
Neg LogProb(↓):   0.696753
Path Entropy(↓):  0.851590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movie the spitfire grill
Start Entity:     The Spitfire Grill
Gold Answer:      [['Lee David Zlotoff']]
Predicted Ans:    Tom Ackermann
Predicted Path:   The Spitfire Grill --[written_by]--> Lee David Zlotoff --[(INV) written_by]--> Link --[written_by]--> Tom Ackermann
Path (Raw):       The Spitfire Grill --[written_by]--> Lee David Zlotoff --[(INV) written_by]--> Link --[written_by]--> Tom Ackermann
Neg LogProb(↓):   0.114138
Path Entropy(↓):  0.429641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred together with lucille ball
Start Entity:     Lucille Ball
Gold Answer:      [['Fred Astaire', 'Van Johnson', 'Henry Fonda', 'Eddie Albert', 'Desi Arnaz', 'Bob Hope', 'Jack Oakie', 'Virginia Weidler', 'Louis Hayward', 'George Sanders', 'Marjorie Main', 'Lucille Bremer', 'Fanny Brice', 'Mark Stevens', 'Charles Coburn', 'William Gaxton', 'Boris Karloff', "Maureen O'Hara", 'Clifton Webb', 'Keenan Wynn', 'James Mason']]
Predicted Ans:    Henry Fonda
Predicted Path:   Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[starred_actors]--> Henry Fonda
Path (Raw):       Lucille Ball --[No Operation]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.383278
Path Entropy(↓):  1.096206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by shepperd strudwick released
Start Entity:     Shepperd Strudwick
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Shepperd Strudwick --[(INV) starred_actors]--> Belle Starr --[release_year]--> 1941
Path (Raw):       Shepperd Strudwick --[No Operation]--> Shepperd Strudwick --[(INV) starred_actors]--> Belle Starr --[release_year]--> 1941
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in gun shy
Start Entity:     Gun Shy
Gold Answer:      [['Stanley Tucci', 'Nelson Gidding', 'Richard Eyre', 'Paul Haggis', 'David E. Kelley', 'Didier Van Cauwelaert', 'Susan Isaacs', 'Lawrence Block', 'Stephen J. Cannell', 'Luc Besson', 'Scott Frank', 'Dan Mazeau', 'Christopher Nolan', 'David Seltzer', 'David S. Goyer', 'Brian Bloom', 'Frank Lupo', 'Seth MacFarlane', 'Rosellen Brown', 'Wellesley Wild', 'John Irving', 'Alec Sulkin', 'Joe Carnahan', 'Simon Moore', 'Edith Wharton', 'Neil Jordan', 'Sue Miller', 'Steven Zaillian', 'Sam Raimi', 'Bill Condon', 'Margaret Rosenthal', 'Atom Egoyan', 'Peter Chelsom', 'George MacDonald Fraser', 'Steve Sharon', 'Mark Steven Johnson', 'David Loughery', 'Peter Lepeniotis', 'Lorne Cameron', 'Peter Flannery', 'Shirley Jackson', 'Ian Mackenzie Jeffers', 'John Wainwright', 'Thomas Keneally', 'Erin Cressida Wilson', 'Anne Fontaine', 'David Von Ancken', 'Abby Everett Jaques', 'Robert Mark Kamen', 'Robert Rodat', 'Michael Jenning', 'Mark Handley']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Gun Shy --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Path (Raw):       Gun Shy --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.559856
Path Entropy(↓):  1.552930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the crazies released
Start Entity:     The Crazies
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Crazies --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       The Crazies --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.713043
Path Entropy(↓):  4.524311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by jenny slate
Start Entity:     Jenny Slate
Gold Answer:      [['Gillian Robespierre']]
Predicted Ans:    Gillian Robespierre
Predicted Path:   Jenny Slate --[(INV) starred_actors]--> Obvious Child --[written_by]--> Gillian Robespierre
Path (Raw):       Jenny Slate --[No Operation]--> Jenny Slate --[(INV) starred_actors]--> Obvious Child --[written_by]--> Gillian Robespierre
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe how i live now
Start Entity:     How I Live Now
Gold Answer:      [['saoirse ronan']]
Predicted Ans:    saoirse ronan
Predicted Path:   How I Live Now --[written_by]--> Penelope Skinner --[(INV) written_by]--> How I Live Now --[has_tags]--> saoirse ronan
Path (Raw):       How I Live Now --[written_by]--> Penelope Skinner --[(INV) written_by]--> How I Live Now --[has_tags]--> saoirse ronan
Neg LogProb(↓):   0.018166
Path Entropy(↓):  0.094409
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe 1408
Start Entity:     1408
Gold Answer:      [['manager', 'samuel l. jackson', 'psychological', 'drowning', 'stephen king', 'hotel', 'horror', 'mikael håfström', 'john cusack']]
Predicted Ans:    drowning
Predicted Path:   1408 --[has_tags]--> drowning --[(INV) has_tags]--> 1408 --[has_tags]--> drowning
Path (Raw):       1408 --[has_tags]--> drowning --[(INV) has_tags]--> 1408 --[has_tags]--> drowning
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000593
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of chris ferry
Start Entity:     Chris Ferry
Gold Answer:      [['Lauren Currie Lewis', 'Cody Darbe']]
Predicted Ans:    Cody Darbe
Predicted Path:   Chris Ferry --[(INV) starred_actors]--> Salvage --[starred_actors]--> Cody Darbe
Path (Raw):       Chris Ferry --[No Operation]--> Chris Ferry --[(INV) starred_actors]--> Salvage --[starred_actors]--> Cody Darbe
Neg LogProb(↓):   0.000722
Path Entropy(↓):  0.006295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie focus
Start Entity:     Focus
Gold Answer:      [['2001']]
Predicted Ans:    2015
Predicted Path:   Focus --[release_year]--> 2015 --[(INV) release_year]--> The Bronze --[release_year]--> 2015
Path (Raw):       Focus --[release_year]--> 2015 --[(INV) release_year]--> The Bronze --[release_year]--> 2015
Neg LogProb(↓):   0.736727
Path Entropy(↓):  1.572175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film twice - told tales were released in which years
Start Entity:     Twice-Told Tales
Gold Answer:      [['1954', '1964']]
Predicted Ans:    1963
Predicted Path:   Twice-Told Tales --[directed_by]--> Sidney Salkow --[(INV) directed_by]--> Twice-Told Tales --[release_year]--> 1963
Path (Raw):       Twice-Told Tales --[directed_by]--> Sidney Salkow --[(INV) directed_by]--> Twice-Told Tales --[release_year]--> 1963
Neg LogProb(↓):   0.008310
Path Entropy(↓):  0.049234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter kelli simpkins wrote films together with who
Start Entity:     Kelli Simpkins
Gold Answer:      [['Greg Pierotti', 'Stephen Wangh', 'Amanda Gronich', 'Moisés Kaufman', 'Stephen Belber', 'Barbara Pitts', 'Andy Paris', 'John McAdams', 'Leigh Fondakowski']]
Predicted Ans:    Stephen Belber
Predicted Path:   Kelli Simpkins --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Belber
Path (Raw):       Kelli Simpkins --[No Operation]--> Kelli Simpkins --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Belber
Neg LogProb(↓):   0.085161
Path Entropy(↓):  0.404623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by verna bloom
Start Entity:     Verna Bloom
Gold Answer:      [['Haskell Wexler', 'Peter Fonda']]
Predicted Ans:    Peter Fonda
Predicted Path:   Verna Bloom --[(INV) starred_actors]--> The Hired Hand --[directed_by]--> Peter Fonda
Path (Raw):       Verna Bloom --[No Operation]--> Verna Bloom --[(INV) starred_actors]--> The Hired Hand --[directed_by]--> Peter Fonda
Neg LogProb(↓):   0.047083
Path Entropy(↓):  0.186540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for white men can't jump
Start Entity:     White Men Can't Jump
Gold Answer:      [['Ron Shelton']]
Predicted Ans:    Ron Shelton
Predicted Path:   White Men Can't Jump --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Dark Blue --[directed_by]--> Ron Shelton
Path (Raw):       White Men Can't Jump --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Dark Blue --[directed_by]--> Ron Shelton
Neg LogProb(↓):   0.000911
Path Entropy(↓):  0.007594
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by mark piznarski were released in which years
Start Entity:     Mark Piznarski
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Mark Piznarski --[(INV) directed_by]--> Here on Earth --[release_year]--> 2000
Path (Raw):       Mark Piznarski --[No Operation]--> Mark Piznarski --[(INV) directed_by]--> Here on Earth --[release_year]--> 2000
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film guarding tess
Start Entity:     Guarding Tess
Gold Answer:      [['Richard Attenborough', 'Walter Hill', 'Ronald Neame', 'J. Lee Thompson', 'Robert Wise', 'Roger Donaldson', 'Andrew Niccol', 'Vic Armstrong', 'Mike Nichols', 'Paco Cabezas', 'Joseph Anthony', 'Robin Hardy', 'Martin Scorsese', 'Richard Linklater', 'Chris Sanders', 'Gilles Mimouni', 'Michael Hoffman', 'George Gallo', 'Alex Proyas', 'Oliver Stone', 'Richard Benjamin', 'Walter Lang', 'Billy Wilder', 'Christopher Coppola', 'Charles Jarrott', 'Jon Turteltaub', 'Albert Dupontel', 'Gore Verbinski', 'Henry Hathaway', 'John Woo', 'Michael Bay', 'James L. Brooks', 'George Marshall', 'Sally Potter', 'Alan Parker', 'Ridley Scott', 'Randa Haines', 'Lee Tamahori', 'Hal Ashby', 'Sam Pillsbury', 'Marleen Gorris', 'Robert Harling', 'Joel Schumacher', 'Shirley MacLaine', 'Martha Coolidge', 'Stefan Ruzowitzky', 'Jack Cardiff', 'Patrick Lussier', 'Herbert Ross', 'Robert Bierman', 'Brad Silberling', 'Dominic Sena', 'Andrew Bergman', 'Vincente Minnelli', 'John G. Avildsen', 'Mike Figgis', 'Brett Ratner', 'Don Siegel', 'George C. Scott', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'William Wyler', 'Norman Jewison', 'John A. Davis', 'Waris Hussein', 'Barbet Schroeder', 'Bob Fosse', 'Brian De Palma', 'Rob Reiner', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   Guarding Tess --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Guarding Tess --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.700458
Path Entropy(↓):  1.466897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of living in oblivion
Start Entity:     Living in Oblivion
Gold Answer:      [['Tom DiCillo']]
Predicted Ans:    Tom DiCillo
Predicted Path:   Living in Oblivion --[written_by]--> Tom DiCillo --[(INV) written_by]--> Living in Oblivion --[written_by]--> Tom DiCillo
Path (Raw):       Living in Oblivion --[written_by]--> Tom DiCillo --[(INV) written_by]--> Living in Oblivion --[written_by]--> Tom DiCillo
Neg LogProb(↓):   0.000868
Path Entropy(↓):  0.007263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film joey
Start Entity:     Joey
Gold Answer:      [['Roland Emmerich']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Joey --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Moon 44 --[directed_by]--> Roland Emmerich
Path (Raw):       Joey --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Moon 44 --[directed_by]--> Roland Emmerich
Neg LogProb(↓):   0.688194
Path Entropy(↓):  0.919381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the children of heaven director
Start Entity:     Children of Heaven
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Children of Heaven --[directed_by]--> Majid Majidi --[(INV) directed_by]--> The Color of Paradise --[in_language]--> Persian
Path (Raw):       Children of Heaven --[directed_by]--> Majid Majidi --[(INV) directed_by]--> The Color of Paradise --[in_language]--> Persian
Neg LogProb(↓):   0.006234
Path Entropy(↓):  0.042268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie prospero's books were in which languages
Start Entity:     Prospero's Books
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Prospero's Books --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[in_language]--> Japanese
Path (Raw):       Prospero's Books --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[in_language]--> Japanese
Neg LogProb(↓):   0.768573
Path Entropy(↓):  1.490386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with susan harrison
Start Entity:     Susan Harrison
Gold Answer:      [['Burt Lancaster', 'Tony Curtis', 'Martin Milner']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Susan Harrison --[(INV) starred_actors]--> Sweet Smell of Success --[starred_actors]--> Burt Lancaster
Path (Raw):       Susan Harrison --[No Operation]--> Susan Harrison --[(INV) starred_actors]--> Sweet Smell of Success --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.000675
Path Entropy(↓):  0.006077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed king of comedy
Start Entity:     King of Comedy
Gold Answer:      [['2008', '2001', '2004', '1996', '1994']]
Predicted Ans:    1996
Predicted Path:   King of Comedy --[directed_by]--> Stephen Chow --[(INV) directed_by]--> Forbidden City Cop --[release_year]--> 1996
Path (Raw):       King of Comedy --[directed_by]--> Stephen Chow --[(INV) directed_by]--> Forbidden City Cop --[release_year]--> 1996
Neg LogProb(↓):   0.535198
Path Entropy(↓):  1.291169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film moon warriors
Start Entity:     Moon Warriors
Gold Answer:      [['Johnnie To', 'Peter Chan', 'George Cukor', 'Wayne Wang', 'Olivier Assayas', 'Stanley Kwan', 'Nancy Meyers', 'Taylor Wong', 'Alan Mak', 'Nicholas Hytner', 'Ann Hui', 'Kenny Bee']]
Predicted Ans:    Nancy Meyers
Predicted Path:   Moon Warriors --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[directed_by]--> Nancy Meyers
Path (Raw):       Moon Warriors --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[directed_by]--> Nancy Meyers
Neg LogProb(↓):   0.177854
Path Entropy(↓):  0.520680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote taste of cherry
Start Entity:     Taste of Cherry
Gold Answer:      [['1995', '1990', '2003', '1992', '1989', '2005', '2010', '1994', '1999', '2002', '2012', '1974', '1977']]
Predicted Ans:    1992
Predicted Path:   Taste of Cherry --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[release_year]--> 1992
Path (Raw):       Taste of Cherry --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[release_year]--> 1992
Neg LogProb(↓):   0.681581
Path Entropy(↓):  1.185031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did thomas pynchon write
Start Entity:     Thomas Pynchon
Gold Answer:      [['Inherent Vice']]
Predicted Ans:    Magnolia
Predicted Path:   Thomas Pynchon --[(INV) written_by]--> Inherent Vice --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> Magnolia
Path (Raw):       Thomas Pynchon --[(INV) written_by]--> Inherent Vice --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> Magnolia
Neg LogProb(↓):   0.060095
Path Entropy(↓):  0.297054
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by vinnie jones
Start Entity:     Vinnie Jones
Gold Answer:      [['Jeff Buhler', 'Marcus Warren', 'Scott Wiper', 'Steven E. de Souza', 'Giorgio Serafini', 'Mick Rossi', 'Shawn Sourgose', 'Sean Stanek', 'Rey Reyes', 'Herman Melville', 'Clive Barker']]
Predicted Ans:    Herman Melville
Predicted Path:   Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons --[written_by]--> Herman Melville
Path (Raw):       Vinnie Jones --[No Operation]--> Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons --[written_by]--> Herman Melville
Neg LogProb(↓):   0.266408
Path Entropy(↓):  0.589756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie forbidden planet were released in which years
Start Entity:     Forbidden Planet
Gold Answer:      [['1980', '1954', '1944', '2008', '1941', '1977', '1998', '1957', '1951', '1982', '1973', '1953', '1956', '1943', '1983', '1995', '1948', '2001', '1990', '1942', '1940', '1938', '1996', '1961', '1955', '2000', '1949', '1997', '1950', '1965', '1952', '1958']]
Predicted Ans:    1941
Predicted Path:   Forbidden Planet --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Path (Raw):       Forbidden Planet --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Neg LogProb(↓):   0.298347
Path Entropy(↓):  1.120437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by chill wills in
Start Entity:     Chill Wills
Gold Answer:      [['Drama', 'Family', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Chill Wills --[(INV) starred_actors]--> The Deadly Companions --[has_genre]--> Western
Path (Raw):       Chill Wills --[No Operation]--> Chill Wills --[(INV) starred_actors]--> The Deadly Companions --[has_genre]--> Western
Neg LogProb(↓):   0.342372
Path Entropy(↓):  0.606458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by brett pierce were directed by who
Start Entity:     Brett Pierce
Gold Answer:      [['Drew T. Pierce']]
Predicted Ans:    Drew T. Pierce
Predicted Path:   Brett Pierce --[(INV) directed_by]--> Deadheads --[written_by]--> Drew T. Pierce
Path (Raw):       Brett Pierce --[No Operation]--> Brett Pierce --[(INV) directed_by]--> Deadheads --[written_by]--> Drew T. Pierce
Neg LogProb(↓):   0.042554
Path Entropy(↓):  0.193825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with bowfinger in
Start Entity:     Bowfinger
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Bowfinger --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Path (Raw):       Bowfinger --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for bedazzled
Start Entity:     Bedazzled
Gold Answer:      [['Peter Cook', 'Dudley Moore', 'Harold Ramis']]
Predicted Ans:    Dudley Moore
Predicted Path:   Bedazzled --[written_by]--> Dudley Moore --[(INV) written_by]--> Bedazzled --[written_by]--> Dudley Moore
Path (Raw):       Bedazzled --[written_by]--> Dudley Moore --[(INV) written_by]--> Bedazzled --[written_by]--> Dudley Moore
Neg LogProb(↓):   2.476227
Path Entropy(↓):  2.871911
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did victor heerman direct
Start Entity:     Victor Heerman
Gold Answer:      [['My Boy']]
Predicted Ans:    My Boy
Predicted Path:   Victor Heerman --[(INV) directed_by]--> My Boy --[directed_by]--> Victor Heerman --[(INV) directed_by]--> My Boy
Path (Raw):       Victor Heerman --[(INV) directed_by]--> My Boy --[directed_by]--> Victor Heerman --[(INV) directed_by]--> My Boy
Neg LogProb(↓):   0.117251
Path Entropy(↓):  0.488485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by nicolas roeg
Start Entity:     Nicolas Roeg
Gold Answer:      [['Italian', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Nicolas Roeg --[(INV) directed_by]--> Eureka --[in_language]--> Japanese
Path (Raw):       Nicolas Roeg --[No Operation]--> Nicolas Roeg --[(INV) directed_by]--> Eureka --[in_language]--> Japanese
Neg LogProb(↓):   0.004430
Path Entropy(↓):  0.028379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did john emerson direct
Start Entity:     John Emerson
Gold Answer:      [['The Mystery of the Leaping Fish']]
Predicted Ans:    The Mystery of the Leaping Fish
Predicted Path:   John Emerson --[(INV) directed_by]--> The Mystery of the Leaping Fish --[directed_by]--> John Emerson --[(INV) directed_by]--> The Mystery of the Leaping Fish
Path (Raw):       John Emerson --[(INV) directed_by]--> The Mystery of the Leaping Fish --[directed_by]--> John Emerson --[(INV) directed_by]--> The Mystery of the Leaping Fish
Neg LogProb(↓):   0.000237
Path Entropy(↓):  0.002250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by dagur kari
Start Entity:     Dagur Kári
Gold Answer:      [['The Good Heart', 'Dark Horse', 'Noi the Albino']]
Predicted Ans:    The Good Heart
Predicted Path:   Dagur Kári --[(INV) directed_by]--> The Good Heart --[directed_by]--> Dagur Kári --[(INV) directed_by]--> The Good Heart
Path (Raw):       Dagur Kári --[(INV) directed_by]--> The Good Heart --[directed_by]--> Dagur Kári --[(INV) directed_by]--> The Good Heart
Neg LogProb(↓):   0.184361
Path Entropy(↓):  0.655073
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in reindeer games
Start Entity:     Reindeer Games
Gold Answer:      [['Tony Mendez', 'Joshuah Bearman', 'Gillian Flynn', 'Chuck Hogan', 'John Wells', 'Mike Binder', 'Brian Koppelman', 'David Levien', 'Don Roos', 'Matthew Michael Carnahan', 'Philip K. Dick', 'Ben Affleck', 'Shana Larsen', 'Mike Judge', 'Matt Damon', 'Tony Gilroy', 'Mark Steven Johnson', 'Martin Brest', 'Jay Lacopo', 'Terrence Malick', 'Randall Wallace', 'Billy Ray']]
Predicted Ans:    Randall Wallace
Predicted Path:   Reindeer Games --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Path (Raw):       Reindeer Games --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.218427
Path Entropy(↓):  0.759910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the spy who came in from the cold
Start Entity:     The Spy Who Came in from the Cold
Gold Answer:      [['René Hardy', 'Nelson Gidding', 'Don Mankiewicz', 'Edward Dmytryk', 'Jeanie Macpherson', 'Merle Miller', 'Edward Anhalt', 'Jean Anouilh', 'Philip Dunne', 'George Orwell', 'Louis Bromfield', 'Franco Zeffirelli', 'John Huston', 'C. Gardner Sullivan', 'Harold Lamb', 'Lyle Saxon', 'Albert Maltz', 'William Shakespeare', 'Ernest Lehman', 'François Truffaut', 'Peter Viertel', 'George Howe', 'Waldemar Young', 'Vincent Lawrence', 'Charles Perrault', 'John Osborne', 'Lloyd C. Douglas', 'Henry Jaglom', 'Alistair MacLean', 'Howard B. Kreitsek', 'Terence Rattigan', 'Sidney Buchman', 'Ranald MacDougall', 'Ray Bradbury', 'Nicholas Ray', 'Irving Wallace', 'Edwin Justus Mayer', 'Maxwell Anderson', 'Catherine Breillat', 'Stirling Silliphant', 'Tennessee Williams', 'Robert Rossen', 'Daphne Du Maurier', 'Peter Shaffer', 'Daniel Keyes', 'Daniel Carney', 'Ezra D. Rappaport', 'Shirley Jackson', 'Gina Kaus', 'Wyatt Cooper', 'Grant Stuart', 'Gene Allen', 'Victoria Foyt', 'Bartlett Cormack', 'Michael Radford', 'Eduardo Mignogna', 'Bridget Boland', 'John Hale', 'Richard Sokolove', 'Joseph L. Mankiewicz']]
Predicted Ans:    Maxwell Anderson
Predicted Path:   The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Path (Raw):       The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Neg LogProb(↓):   1.383103
Path Entropy(↓):  2.831920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie national velvet were released in which years
Start Entity:     National Velvet
Gold Answer:      [['1954', '1944', '2003', '1959', '1920', '2006', '1985', '1967', '1979', '1941', '1977', '1968', '1963', '1939', '1957', '1951', '1982', '1947', '1956', '1931', '1943', '1976', '1948', '1940', '1938', '1981', '1955', '1962', '1934', '1949', '1966', '1950', '1960', '1952', '1991', '1965', '1945', '1937', '1928', '1958']]
Predicted Ans:    1958
Predicted Path:   National Velvet --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       National Velvet --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   0.903452
Path Entropy(↓):  1.805059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Nothing is a film written by this person
Start Entity:     Nothing
Gold Answer:      [['Andrew Miller', 'David Hewlett', 'Vincenzo Natali']]
Predicted Ans:    Vincenzo Natali
Predicted Path:   Nothing --[written_by]--> Vincenzo Natali --[(INV) written_by]--> Nothing --[written_by]--> Vincenzo Natali
Path (Raw):       Nothing --[written_by]--> Vincenzo Natali --[(INV) written_by]--> Nothing --[written_by]--> Vincenzo Natali
Neg LogProb(↓):   0.004388
Path Entropy(↓):  0.031733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by harry w. conn were directed by who
Start Entity:     Harry W. Conn
Gold Answer:      [['Roy Del Ruth']]
Predicted Ans:    Roy Del Ruth
Predicted Path:   Harry W. Conn --[(INV) written_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Path (Raw):       Harry W. Conn --[No Operation]--> Harry W. Conn --[(INV) written_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bats are written by who
Start Entity:     Bats
Gold Answer:      [['Bill Kerby', 'John Fusco', 'Luis Valdez', 'Jeff Pollack', 'William Wesley', 'Robert Townsend', 'Daniel Chuba', 'David C. Wilson', 'Daniel Taplitz', 'Robert Resnikoff', 'William Malone', 'Barry Michael Cooper', 'Benny Medina']]
Predicted Ans:    Robert Resnikoff
Predicted Path:   Bats --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Path (Raw):       Bats --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Neg LogProb(↓):   0.007279
Path Entropy(↓):  0.047301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did arnold schulman write
Start Entity:     Arnold Schulman
Gold Answer:      [['Wild Is the Wind', 'Goodbye, Columbus', 'A Hole in the Head', 'A Chorus Line', 'Funny Lady', 'And the Band Played On', 'Love with the Proper Stranger']]
Predicted Ans:    A Hole in the Head
Predicted Path:   Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head
Path (Raw):       Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head
Neg LogProb(↓):   0.005704
Path Entropy(↓):  0.042560
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in sorcerer
Start Entity:     Sorcerer
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sorcerer --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> The French Connection --[in_language]--> French
Path (Raw):       Sorcerer --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> The French Connection --[in_language]--> French
Neg LogProb(↓):   0.003880
Path Entropy(↓):  0.026963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie pulp fiction were in which genres
Start Entity:     Pulp Fiction
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Pulp Fiction --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Path (Raw):       Pulp Fiction --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Neg LogProb(↓):   0.298715
Path Entropy(↓):  1.187179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by robert patrick
Start Entity:     Robert Patrick
Gold Answer:      [['Peter Ettinger', 'Steve Brewer', 'Jeff Stockwell', 'David Paterson', 'Katherine Paterson', 'Tracy Tormé', 'Travis Walton', 'Gill Dennis', 'James Mangold', 'Johnny Cash', 'Gabriel Bologna']]
Predicted Ans:    Gill Dennis
Predicted Path:   Robert Patrick --[(INV) starred_actors]--> Walk the Line --[written_by]--> Gill Dennis
Path (Raw):       Robert Patrick --[No Operation]--> Robert Patrick --[(INV) starred_actors]--> Walk the Line --[written_by]--> Gill Dennis
Neg LogProb(↓):   0.372464
Path Entropy(↓):  0.709181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie the switch
Start Entity:     The Switch
Gold Answer:      [['jason bateman', 'juliette lewis', 'jennifer aniston', 'josh gordon', 'will speck', 'new york', 'comedy', 'jeff goldblum', 'patrick wilson']]
Predicted Ans:    will speck
Predicted Path:   The Switch --[has_tags]--> will speck --[(INV) has_tags]--> The Switch --[has_tags]--> will speck
Path (Raw):       The Switch --[has_tags]--> will speck --[(INV) has_tags]--> The Switch --[has_tags]--> will speck
Neg LogProb(↓):   0.003942
Path Entropy(↓):  0.030715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by alan jay lerner
Start Entity:     Alan Jay Lerner
Gold Answer:      [['Fred Astaire', 'Richard Harris', 'Georges Guétary', 'Gene Kelly', 'Jane Powell', 'Cyd Charisse', 'Van Johnson', 'Louis Jourdan', 'Vanessa Redgrave', 'Franco Nero', 'Oscar Levant', 'Gaby Morlay', 'Jean Tissier', 'Yvonne de Bray', 'Leslie Caron']]
Predicted Ans:    Gene Kelly
Predicted Path:   Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[starred_actors]--> Gene Kelly
Path (Raw):       Alan Jay Lerner --[No Operation]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.011037
Path Entropy(↓):  0.071186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of merry madagascar also starred in which films
Start Entity:     Merry Madagascar
Gold Answer:      [['Grown Ups', 'Big Nothing', 'Mystery Men', 'The Pallbearer', 'Woo', 'Collateral', 'Little Fockers', 'Zero Effect', 'Bad Company', 'Top Five', 'Down to Earth', 'Madagascar', 'Duplex', 'Nurse Betty', 'The Watch', 'The Heartbreak Kid', 'Grown Ups 2', 'Kissing a Fool', "There's Something About Mary", 'Flirting with Disaster', 'Keeping the Faith', 'Meet the Fockers', 'Envy', 'Tower Heist', 'New Jack City', 'The Royal Tenenbaums', 'I Think I Love My Wife', 'The Longest Yard', 'CB4', 'The Secret Life of Walter Mitty', 'Zoolander', 'Meet the Parents', 'The Marc Pease Experience', 'Night at the Museum', 'Kingdom Come', 'If Lucy Fell', "Jason's Lyric", 'Along Came Polly', 'Reign Over Me', 'Set It Off', 'Head of State', 'Permanent Midnight']]
Predicted Ans:    Mystery Men
Predicted Path:   Merry Madagascar --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> Mystery Men
Path (Raw):       Merry Madagascar --[starred_actors]--> Ben Stiller --[No Operation]--> Ben Stiller --[(INV) starred_actors]--> Mystery Men
Neg LogProb(↓):   0.529400
Path Entropy(↓):  1.298460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of caged
Start Entity:     Caged
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Caged --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Goddess --[has_genre]--> Drama
Path (Raw):       Caged --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Goddess --[has_genre]--> Drama
Neg LogProb(↓):   0.296384
Path Entropy(↓):  0.749997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by under the flag of the rising sun writers release
Start Entity:     Under the Flag of the Rising Sun
Gold Answer:      [['1972', '1981']]
Predicted Ans:    1972
Predicted Path:   Under the Flag of the Rising Sun --[written_by]--> Kinji Fukasaku --[(INV) written_by]--> Street Mobster --[release_year]--> 1972
Path (Raw):       Under the Flag of the Rising Sun --[written_by]--> Kinji Fukasaku --[(INV) written_by]--> Street Mobster --[release_year]--> 1972
Neg LogProb(↓):   0.021697
Path Entropy(↓):  0.116914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
James t. callahan appears in which movies
Start Entity:     James T. Callahan
Gold Answer:      [['Lady Sings the Blues']]
Predicted Ans:    The Toy
Predicted Path:   James T. Callahan --[(INV) starred_actors]--> Lady Sings the Blues --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy
Path (Raw):       James T. Callahan --[(INV) starred_actors]--> Lady Sings the Blues --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy
Neg LogProb(↓):   0.129845
Path Entropy(↓):  0.419439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in stroker ace also appears in which films
Start Entity:     Stroker Ace
Gold Answer:      [['The End', 'Restless Natives', 'Superman', 'Navajo Joe', 'Rudy', 'The Incredible Shrinking Woman', 'W.W. and the Dixie Dancekings', 'Hopscotch', 'Deliverance', '1941', 'A Bunch of Amateurs', 'All Dogs Go to Heaven', 'Hooper', 'Nickelodeon', 'Stick', 'Rent-a-Cop', 'Best Friends', 'Breaking In', 'Nashville', 'The Wool Cap', 'Hustle', 'Rango', 'Striptease', 'Radioland Murders', '100 Rifles', 'Shamus', 'Malone', 'Lifeguard', 'Gator', 'Semi-Tough', 'White Lightning', 'The Big Easy', 'The Cannonball Run', 'The Longest Yard', 'Starting Over', 'Cannonball Run II', 'The Man Who Loved Women', 'Lucky Lady', 'Smokey and the Bandit', 'Spring Forward', 'Pups', 'Smokey and the Bandit II', 'Superman II', 'Physical Evidence', 'The Best Little Whorehouse in Texas', 'Paternity', 'At Long Last Love', "Sharky's Machine", 'City Heat', 'Fuzz', 'Gray Lady Down', 'Switching Channels', 'The Crew', 'The Toy']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Stroker Ace --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       Stroker Ace --[starred_actors]--> Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   1.005647
Path Entropy(↓):  1.881596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie beyond the lights
Start Entity:     Beyond the Lights
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Beyond the Lights --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Beyond the Lights --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.867111
Path Entropy(↓):  4.294010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie they call me mister tibbs!
Start Entity:     They Call Me Mister Tibbs!
Gold Answer:      [['2008', '1992', '1967', '1974', '1977', '1968', '1963', '1998', '1957', '1973', '1956', '1972', '1971', '1961', '1962', '1988', '1964', '1997', '1975', '1966', '1950', '1960', '1965', '1999', '1987', '1958']]
Predicted Ans:    1967
Predicted Path:   They Call Me Mister Tibbs! --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[release_year]--> 1967
Path (Raw):       They Call Me Mister Tibbs! --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[release_year]--> 1967
Neg LogProb(↓):   1.226366
Path Entropy(↓):  2.022192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of bright star
Start Entity:     Bright Star
Gold Answer:      [['Anna Paquin', 'Holly Hunter', 'Meg Ryan', 'Jennifer Jason Leigh', 'Harvey Keitel', 'Karen Colston', 'Jon Darling', 'Tom Lycos', 'Sam Neill']]
Predicted Ans:    Abbie Cornish
Predicted Path:   Bright Star --[written_by]--> Jane Campion --[(INV) written_by]--> Bright Star --[starred_actors]--> Abbie Cornish
Path (Raw):       Bright Star --[written_by]--> Jane Campion --[(INV) written_by]--> Bright Star --[starred_actors]--> Abbie Cornish
Neg LogProb(↓):   0.115704
Path Entropy(↓):  0.376985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of the first deadly sin
Start Entity:     The First Deadly Sin
Gold Answer:      [['The Best of Everything', 'The Anderson Tapes']]
Predicted Ans:    The Anderson Tapes
Predicted Path:   The First Deadly Sin --[written_by]--> Lawrence Sanders --[(INV) written_by]--> The Anderson Tapes
Path (Raw):       The First Deadly Sin --[No Operation]--> The First Deadly Sin --[written_by]--> Lawrence Sanders --[(INV) written_by]--> The Anderson Tapes
Neg LogProb(↓):   0.730259
Path Entropy(↓):  1.108947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by stephanie rothman
Start Entity:     Stephanie Rothman
Gold Answer:      [['Tommy Kirk', 'Deborah Walley', 'Celeste Yarnall', 'Sherry Miles', 'Michael Blodgett']]
Predicted Ans:    Tommy Kirk
Predicted Path:   Stephanie Rothman --[(INV) directed_by]--> It's a Bikini World --[starred_actors]--> Tommy Kirk
Path (Raw):       Stephanie Rothman --[No Operation]--> Stephanie Rothman --[(INV) directed_by]--> It's a Bikini World --[starred_actors]--> Tommy Kirk
Neg LogProb(↓):   0.003221
Path Entropy(↓):  0.021701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by zeki demirkubuz
Start Entity:     Zeki Demirkubuz
Gold Answer:      [['Ben Stiller', 'Jack Black']]
Predicted Ans:    Jack Black
Predicted Path:   Zeki Demirkubuz --[(INV) written_by]--> Envy --[starred_actors]--> Jack Black
Path (Raw):       Zeki Demirkubuz --[No Operation]--> Zeki Demirkubuz --[(INV) written_by]--> Envy --[starred_actors]--> Jack Black
Neg LogProb(↓):   0.163748
Path Entropy(↓):  0.438935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of topper
Start Entity:     Topper
Gold Answer:      [['Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Topper --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> Topper --[has_genre]--> Comedy
Path (Raw):       Topper --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> Topper --[has_genre]--> Comedy
Neg LogProb(↓):   2.090477
Path Entropy(↓):  1.558410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of margin call
Start Entity:     Margin Call
Gold Answer:      [['Casino Jack', 'Beautiful Creatures', 'Horrible Bosses', 'Star Trek', 'Swimming with Sharks', 'Appaloosa', 'Creation', 'Iron Will', 'The Life of David Gale', 'Inseparable', 'Beyond the Sea', 'The Reckoning', 'The Shipping News', 'Lolita', 'Eragon', 'Shrink', 'Moon', 'American Beauty', 'Waterland', 'Priest', 'Edison', 'The Last Lions', 'Chinese Box', 'The Man in the Iron Mask', 'Ordinary Decent Criminal', 'The Fourth Angel', 'Reversal of Fortune', "A Knight's Tale", 'Pay It Forward', 'The Merchant of Venice', '21', 'Legion', "Shackleton's Antarctic Adventure", 'A Time to Kill', 'Night Train to Lisbon', 'L.A. Confidential', 'The Heart of Me', 'Father of Invention', 'Mortdecai', 'Damage', 'The Young Victoria', 'Gangster No. 1', 'Midnight in the Garden of Good and Evil', 'Moonlighting', 'Consenting Adults', 'Superman Returns', 'Wimbledon', 'The Ref', "A Bug's Life", 'Dead Ringers', 'The Lion King', 'M. Butterfly', 'Transcendence', 'Kafka', "The French Lieutenant's Woman", 'K-PAX', 'The Words', 'Outbreak', 'Blood', 'Inland Empire', 'The Negotiator', 'The Men Who Stare at Goats', 'The Mission', 'Star Trek Into Darkness']]
Predicted Ans:    Lolita
Predicted Path:   Margin Call --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita
Path (Raw):       Margin Call --[starred_actors]--> Jeremy Irons --[No Operation]--> Jeremy Irons --[(INV) starred_actors]--> Lolita
Neg LogProb(↓):   1.326000
Path Entropy(↓):  2.098758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film les biches
Start Entity:     Les Biches
Gold Answer:      [['Robert Ardrey', 'Gustave Flaubert', 'Charlotte Armstrong', 'Nicholas Blake', 'Francis Szpiner', 'Claude Chabrol', 'Paul Gégauff', 'Georges Simenon', 'Ruth Rendell']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Les Biches --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[written_by]--> Claude Chabrol
Path (Raw):       Les Biches --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[written_by]--> Claude Chabrol
Neg LogProb(↓):   0.644471
Path Entropy(↓):  1.505552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with debra sullivan
Start Entity:     Debra Sullivan
Gold Answer:      [['Kirsten Elms', 'Adam Marcus']]
Predicted Ans:    Adam Marcus
Predicted Path:   Debra Sullivan --[(INV) written_by]--> Texas Chainsaw 3D --[written_by]--> Adam Marcus
Path (Raw):       Debra Sullivan --[No Operation]--> Debra Sullivan --[(INV) written_by]--> Texas Chainsaw 3D --[written_by]--> Adam Marcus
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to 7th heaven
Start Entity:     7th Heaven
Gold Answer:      [['frank borzage']]
Predicted Ans:    frank borzage
Predicted Path:   7th Heaven --[has_tags]--> frank borzage --[(INV) has_tags]--> The Mortal Storm --[has_tags]--> frank borzage
Path (Raw):       7th Heaven --[has_tags]--> frank borzage --[(INV) has_tags]--> The Mortal Storm --[has_tags]--> frank borzage
Neg LogProb(↓):   0.007245
Path Entropy(↓):  0.042810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of vicky cristina barcelona
Start Entity:     Vicky Cristina Barcelona
Gold Answer:      [['Zelig', "What's Up, Tiger Lily?", 'Mighty Aphrodite', 'Melinda and Melinda', 'Crimes and Misdemeanors', 'Another Woman', 'Stardust Memories', 'September', 'Interiors', 'Take the Money and Run', 'Blue Jasmine', 'Radio Days', 'Hollywood Ending', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'Match Point', 'The Purple Rose of Cairo', 'New York Stories', 'Shadows and Fog', 'Deconstructing Harry', 'Love and Death', 'Manhattan', 'Annie Hall', 'To Rome with Love', 'Magic in the Moonlight', 'Husbands and Wives', 'Sleeper', "Don't Drink the Water", 'Sweet and Lowdown', 'Midnight in Paris', 'Scoop', 'Everyone Says I Love You', 'Alice', 'Bananas', 'Hannah and Her Sisters', 'Whatever Works', 'Anything Else', 'Celebrity', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks', "Cassandra's Dream", 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    September
Predicted Path:   Vicky Cristina Barcelona --[directed_by]--> Woody Allen --[(INV) directed_by]--> September
Path (Raw):       Vicky Cristina Barcelona --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[No Operation]--> September
Neg LogProb(↓):   1.704822
Path Entropy(↓):  2.811467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of deadly circuit
Start Entity:     Deadly Circuit
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Deadly Circuit --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[in_language]--> French
Path (Raw):       Deadly Circuit --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[in_language]--> French
Neg LogProb(↓):   0.304473
Path Entropy(↓):  0.634738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of sextette starred who
Start Entity:     Sextette
Gold Answer:      [['Wendell Corey', 'Lizabeth Scott', 'Betta St. John', 'Jayne Mansfield', 'Gilbert Roland', 'Joseph Calleia', 'Cary Grant', 'Elvis Presley', 'Tom Ewell', 'Walter Pidgeon', "Edmond O'Brien", 'Julie London', 'Dick Foran', 'Owen Moore', 'Deborah Kerr', 'Mae West', 'Johnny Mack Brown']]
Predicted Ans:    Cary Grant
Predicted Path:   Sextette --[written_by]--> Mae West --[(INV) written_by]--> I'm No Angel --[starred_actors]--> Cary Grant
Path (Raw):       Sextette --[written_by]--> Mae West --[(INV) written_by]--> I'm No Angel --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.022138
Path Entropy(↓):  0.125535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the late show
Start Entity:     The Late Show
Gold Answer:      [['Places in the Heart', 'Bonnie and Clyde', 'Bad Company', 'Nadine', 'Kramer vs. Kramer', 'Still of the Night', "Nobody's Fool", 'Superman', 'Twilight', 'There Was a Crooked Man...', "What's Up, Doc?", 'The Ice Harvest']]
Predicted Ans:    What's Up, Doc?
Predicted Path:   The Late Show --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc?
Path (Raw):       The Late Show --[No Operation]--> The Late Show --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc?
Neg LogProb(↓):   0.454634
Path Entropy(↓):  1.275347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with barbara hewitt
Start Entity:     Barbara Hewitt
Gold Answer:      [['Matthew Modine', 'Frank Bonner', 'Fred Ward', 'Edward Connell', 'Lara Flynn Boyle']]
Predicted Ans:    Barbara Hewitt
Predicted Path:   Barbara Hewitt --[(INV) starred_actors]--> Equinox --[starred_actors]--> Barbara Hewitt
Path (Raw):       Barbara Hewitt --[No Operation]--> Barbara Hewitt --[(INV) starred_actors]--> Equinox --[starred_actors]--> Barbara Hewitt
Neg LogProb(↓):   0.373769
Path Entropy(↓):  0.688254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies for the writer of the human comedy
Start Entity:     The Human Comedy
Gold Answer:      [['George Cukor', 'Andrey Zvyagintsev', 'Howard Hughes', 'Wesley Ruggles', 'Anthony Mann']]
Predicted Ans:    Clarence Brown
Predicted Path:   The Human Comedy --[written_by]--> Howard Estabrook --[(INV) written_by]--> The Human Comedy --[directed_by]--> Clarence Brown
Path (Raw):       The Human Comedy --[written_by]--> Howard Estabrook --[(INV) written_by]--> The Human Comedy --[directed_by]--> Clarence Brown
Neg LogProb(↓):   0.675996
Path Entropy(↓):  1.049033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by christos tsiolkas
Start Entity:     Christos Tsiolkas
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Christos Tsiolkas --[(INV) written_by]--> Head On --[in_language]--> Greek
Path (Raw):       Christos Tsiolkas --[No Operation]--> Christos Tsiolkas --[(INV) written_by]--> Head On --[in_language]--> Greek
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Malcolm venville directed which movies
Start Entity:     Malcolm Venville
Gold Answer:      [['44 Inch Chest', "Henry's Crime"]]
Predicted Ans:    44 Inch Chest
Predicted Path:   Malcolm Venville --[(INV) directed_by]--> Henry's Crime --[directed_by]--> Malcolm Venville --[(INV) directed_by]--> 44 Inch Chest
Path (Raw):       Malcolm Venville --[(INV) directed_by]--> Henry's Crime --[directed_by]--> Malcolm Venville --[(INV) directed_by]--> 44 Inch Chest
Neg LogProb(↓):   0.588081
Path Entropy(↓):  1.092550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did mark peploe direct
Start Entity:     Mark Peploe
Gold Answer:      [['Victory']]
Predicted Ans:    Victory
Predicted Path:   Mark Peploe --[(INV) directed_by]--> Victory --[directed_by]--> Mark Peploe --[(INV) directed_by]--> Victory
Path (Raw):       Mark Peploe --[(INV) directed_by]--> Victory --[directed_by]--> Mark Peploe --[(INV) directed_by]--> Victory
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote beeswax
Start Entity:     Beeswax
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Beeswax --[written_by]--> Andrew Bujalski --[(INV) written_by]--> Computer Chess --[has_genre]--> Comedy
Path (Raw):       Beeswax --[written_by]--> Andrew Bujalski --[(INV) written_by]--> Computer Chess --[has_genre]--> Comedy
Neg LogProb(↓):   0.223389
Path Entropy(↓):  0.504785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by simon michael
Start Entity:     Simon Michaël
Gold Answer:      [['My Little Business']]
Predicted Ans:    My Little Business
Predicted Path:   Simon Michaël --[(INV) written_by]--> My Little Business --[written_by]--> Simon Michaël --[(INV) written_by]--> My Little Business
Path (Raw):       Simon Michaël --[(INV) written_by]--> My Little Business --[written_by]--> Simon Michaël --[(INV) written_by]--> My Little Business
Neg LogProb(↓):   0.001958
Path Entropy(↓):  0.014157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote butterflies are free
Start Entity:     Butterflies Are Free
Gold Answer:      [['Stanley Donen']]
Predicted Ans:    Stanley Donen
Predicted Path:   Butterflies Are Free --[written_by]--> Leonard Gershe --[(INV) written_by]--> Funny Face --[directed_by]--> Stanley Donen
Path (Raw):       Butterflies Are Free --[written_by]--> Leonard Gershe --[(INV) written_by]--> Funny Face --[directed_by]--> Stanley Donen
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by gary sherman released
Start Entity:     Gary Sherman
Gold Answer:      [['1982', '1988', '1953']]
Predicted Ans:    1953
Predicted Path:   Gary Sherman --[(INV) directed_by]--> Vice Squad --[release_year]--> 1953
Path (Raw):       Gary Sherman --[No Operation]--> Gary Sherman --[(INV) directed_by]--> Vice Squad --[release_year]--> 1953
Neg LogProb(↓):   0.588403
Path Entropy(↓):  1.134113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the ninth configuration fall under
Start Entity:     The Ninth Configuration
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Ninth Configuration --[directed_by]--> William Peter Blatty --[(INV) directed_by]--> The Exorcist III --[has_genre]--> Horror
Path (Raw):       The Ninth Configuration --[directed_by]--> William Peter Blatty --[(INV) directed_by]--> The Exorcist III --[has_genre]--> Horror
Neg LogProb(↓):   0.000258
Path Entropy(↓):  0.002640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did isidora simijonovic star in
Start Entity:     Isidora Simijonovic
Gold Answer:      [['Clip']]
Predicted Ans:    Clip
Predicted Path:   Isidora Simijonovic --[(INV) starred_actors]--> Clip --[starred_actors]--> Isidora Simijonovic --[(INV) starred_actors]--> Clip
Path (Raw):       Isidora Simijonovic --[(INV) starred_actors]--> Clip --[starred_actors]--> Isidora Simijonovic --[(INV) starred_actors]--> Clip
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie cabin in the sky starred who
Start Entity:     Cabin in the Sky
Gold Answer:      [['Louis Armstrong', 'Ethel Waters', 'Lena Horne']]
Predicted Ans:    Jeanne Crain
Predicted Path:   Cabin in the Sky --[starred_actors]--> Ethel Waters --[(INV) starred_actors]--> Pinky --[starred_actors]--> Jeanne Crain
Path (Raw):       Cabin in the Sky --[starred_actors]--> Ethel Waters --[(INV) starred_actors]--> Pinky --[starred_actors]--> Jeanne Crain
Neg LogProb(↓):   0.688075
Path Entropy(↓):  1.615673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films written by ethan reiff fall under
Start Entity:     Ethan Reiff
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Ethan Reiff --[(INV) written_by]--> Men of War --[has_genre]--> Action
Path (Raw):       Ethan Reiff --[No Operation]--> Ethan Reiff --[(INV) written_by]--> Men of War --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by jim rash fall under
Start Entity:     Jim Rash
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jim Rash --[(INV) directed_by]--> The Way Way Back --[has_genre]--> Comedy
Path (Raw):       Jim Rash --[No Operation]--> Jim Rash --[(INV) directed_by]--> The Way Way Back --[has_genre]--> Comedy
Neg LogProb(↓):   0.643146
Path Entropy(↓):  0.952354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by charles lederer
Start Entity:     Charles Lederer
Gold Answer:      [['The Front Page', 'Can-Can', 'Kiss of Death', 'The Spirit of St. Louis', 'Broadway Serenade', 'Mutiny on the Bounty', 'His Girl Friday', 'Gentlemen Prefer Blondes']]
Predicted Ans:    Can-Can
Predicted Path:   Charles Lederer --[(INV) written_by]--> Can-Can --[written_by]--> Dorothy Kingsley --[(INV) written_by]--> Can-Can
Path (Raw):       Charles Lederer --[(INV) written_by]--> Can-Can --[written_by]--> Dorothy Kingsley --[(INV) written_by]--> Can-Can
Neg LogProb(↓):   0.798556
Path Entropy(↓):  1.316884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie close encounters of the third kind
Start Entity:     Close Encounters of the Third Kind
Gold Answer:      [['Murray Schisgal', 'Paul Mazursky', 'John Sayles', 'Larry Gelbart', 'Avery Corman', 'David S. Ward', 'John Byrum', 'Jim Kouf', 'François Truffaut', 'Neil Simon', 'Barry Levinson', 'Frank Parkin', 'Walter Farley', 'Chris Ver Wiel', 'Nancy Dowd', 'Jay Cronley', 'George Lucas', 'Peter Benchley', 'Roger L. Simon', 'Paul Gallico', 'Jeanne Rosenberg', 'Darryl Ponicsan', 'Francis Ford Coppola', 'Melissa Mathison', 'William D. Wittliff', 'Harvey Wheeler', 'Robert Getchell', 'Woody Guthrie', 'William Dear', 'Mordecai Richler', 'Eugene Burdick', 'Patrick Sheane Duncan', 'Joel Oliansky', 'Carl Gottlieb', 'Alvin Sargent', 'Brian Clark', 'Reginald Rose', 'Tom Topor', 'John Hughes', 'Henry James']]
Predicted Ans:    Reginald Rose
Predicted Path:   Close Encounters of the Third Kind --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[written_by]--> Reginald Rose
Path (Raw):       Close Encounters of the Third Kind --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[written_by]--> Reginald Rose
Neg LogProb(↓):   1.333367
Path Entropy(↓):  2.764001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by gordon hessler starred which actors
Start Entity:     Gordon Hessler
Gold Answer:      [['Rupert Frazer', 'Nicholas Le Prevost', 'Elspet Gray', 'Meg Tilly', 'Vincent Price', 'Christopher Lee']]
Predicted Ans:    Vincent Price
Predicted Path:   Gordon Hessler --[(INV) directed_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Path (Raw):       Gordon Hessler --[No Operation]--> Gordon Hessler --[(INV) directed_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.082038
Path Entropy(↓):  0.278958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with jacques fieschi
Start Entity:     Jacques Fieschi
Gold Answer:      [['Bernard Minoret', 'Jalil Lespert', 'Serge Bramly', 'Jérémie Guez']]
Predicted Ans:    Jacques Fieschi
Predicted Path:   Jacques Fieschi --[(INV) written_by]--> Yves Saint Laurent --[written_by]--> Jacques Fieschi
Path (Raw):       Jacques Fieschi --[No Operation]--> Jacques Fieschi --[(INV) written_by]--> Yves Saint Laurent --[written_by]--> Jacques Fieschi
Neg LogProb(↓):   0.585507
Path Entropy(↓):  0.828489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies written by jeff vintar
Start Entity:     Jeff Vintar
Gold Answer:      [['Alex Proyas']]
Predicted Ans:    Alex Proyas
Predicted Path:   Jeff Vintar --[(INV) written_by]--> I, Robot --[directed_by]--> Alex Proyas
Path (Raw):       Jeff Vintar --[No Operation]--> Jeff Vintar --[(INV) written_by]--> I, Robot --[directed_by]--> Alex Proyas
Neg LogProb(↓):   0.013145
Path Entropy(↓):  0.069625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by george armitage
Start Entity:     George Armitage
Gold Answer:      [['Lisa Moore', 'Alec Baldwin', 'Pam Grier', 'Bernie Casey']]
Predicted Ans:    Alec Baldwin
Predicted Path:   George Armitage --[(INV) written_by]--> Miami Blues --[starred_actors]--> Alec Baldwin
Path (Raw):       George Armitage --[No Operation]--> George Armitage --[(INV) written_by]--> Miami Blues --[starred_actors]--> Alec Baldwin
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the state of things director
Start Entity:     The State of Things
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   The State of Things --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       The State of Things --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.097549
Path Entropy(↓):  0.407949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the world, the flesh and the devil were in which genres
Start Entity:     The World, the Flesh and the Devil
Gold Answer:      [['Drama', 'War', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The World, the Flesh and the Devil --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[has_genre]--> Drama
Path (Raw):       The World, the Flesh and the Devil --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[has_genre]--> Drama
Neg LogProb(↓):   0.568538
Path Entropy(↓):  0.949920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by william beaudine released
Start Entity:     William Beaudine
Gold Answer:      [['1934', '1948', '1966', '1942', '1945', '1943']]
Predicted Ans:    1966
Predicted Path:   William Beaudine --[(INV) directed_by]--> Billy the Kid Versus Dracula --[release_year]--> 1966
Path (Raw):       William Beaudine --[No Operation]--> William Beaudine --[(INV) directed_by]--> Billy the Kid Versus Dracula --[release_year]--> 1966
Neg LogProb(↓):   0.373729
Path Entropy(↓):  1.034474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the onion field also starred in which films
Start Entity:     The Onion Field
Gold Answer:      [['Getting Even with Dad', "Maria's Lovers", 'The Amateur', 'Dad', 'Our Fathers', 'A Fine Mess', 'Once Upon a Time in America', 'Any Given Sunday', 'Loch Ness', "Cat's Eye", 'Pontiac Moon', 'Body Heat', 'Cop', "This Girl's Life", 'True Believer', 'Jamesy Boy', 'Made in America', 'Vampires', 'Best Seller', 'Ghosts of Mississippi', 'Hair', 'Videodrome', 'The Deer Hunter', 'Cousins', 'The Virgin Suicides', 'The Boost', 'Against All Odds', 'Jerry and Tom', 'Immediate Family', 'Salvador', 'The Getaway', 'The Hard Way', 'Northfork', 'Citizen Cohn', 'Southern Comfort', 'End Game', 'The Specialist', 'Straight Talk', 'Diggstown']]
Predicted Ans:    End Game
Predicted Path:   The Onion Field --[starred_actors]--> James Woods --[(INV) starred_actors]--> End Game
Path (Raw):       The Onion Field --[starred_actors]--> James Woods --[No Operation]--> James Woods --[(INV) starred_actors]--> End Game
Neg LogProb(↓):   1.016812
Path Entropy(↓):  1.540614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did joshua close write
Start Entity:     Joshua Close
Gold Answer:      [['In Their Skin']]
Predicted Ans:    In Their Skin
Predicted Path:   Joshua Close --[(INV) written_by]--> In Their Skin --[written_by]--> Jeremy Power Regimbal --[(INV) written_by]--> In Their Skin
Path (Raw):       Joshua Close --[(INV) written_by]--> In Their Skin --[written_by]--> Jeremy Power Regimbal --[(INV) written_by]--> In Their Skin
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by irma p. hall
Start Entity:     Irma P. Hall
Gold Answer:      [['Alexander Mackendrick', 'Ethan Coen', 'Richard Pearce']]
Predicted Ans:    Richard Pearce
Predicted Path:   Irma P. Hall --[(INV) starred_actors]--> A Family Thing --[directed_by]--> Richard Pearce
Path (Raw):       Irma P. Hall --[No Operation]--> Irma P. Hall --[(INV) starred_actors]--> A Family Thing --[directed_by]--> Richard Pearce
Neg LogProb(↓):   0.374809
Path Entropy(↓):  0.621167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by zach clark in
Start Entity:     Zach Clark
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Zach Clark --[(INV) directed_by]--> White Reindeer --[has_genre]--> Comedy
Path (Raw):       Zach Clark --[No Operation]--> Zach Clark --[(INV) directed_by]--> White Reindeer --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what bad news bears is about
Start Entity:     Bad News Bears
Gold Answer:      [['greg kinnear', 'remake']]
Predicted Ans:    david koepp
Predicted Path:   Bad News Bears --[has_tags]--> greg kinnear --[(INV) has_tags]--> Ghost Town --[has_tags]--> david koepp
Path (Raw):       Bad News Bears --[has_tags]--> greg kinnear --[(INV) has_tags]--> Ghost Town --[has_tags]--> david koepp
Neg LogProb(↓):   0.005152
Path Entropy(↓):  0.037638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films together with lawrence gough
Start Entity:     Lawrence Gough
Gold Answer:      [["Colin O'Donnell"]]
Predicted Ans:    Lawrence Gough
Predicted Path:   Lawrence Gough --[(INV) written_by]--> Salvage --[written_by]--> Lawrence Gough
Path (Raw):       Lawrence Gough --[No Operation]--> Lawrence Gough --[(INV) written_by]--> Salvage --[written_by]--> Lawrence Gough
Neg LogProb(↓):   0.001097
Path Entropy(↓):  0.008574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred films for the director of peppermint soda
Start Entity:     Peppermint Soda
Gold Answer:      [['Isabelle Huppert', 'Guy Marchand']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Peppermint Soda --[directed_by]--> Diane Kurys --[(INV) directed_by]--> Entre Nous --[starred_actors]--> Isabelle Huppert
Path (Raw):       Peppermint Soda --[directed_by]--> Diane Kurys --[(INV) directed_by]--> Entre Nous --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.006258
Path Entropy(↓):  0.038687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by robert z. leonard fall under
Start Entity:     Robert Z. Leonard
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[has_genre]--> Comedy
Path (Raw):       Robert Z. Leonard --[No Operation]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[has_genre]--> Comedy
Neg LogProb(↓):   0.675311
Path Entropy(↓):  0.968222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of ray rigby written movies
Start Entity:     Ray Rigby
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Ray Rigby --[(INV) written_by]--> Operation Crossbow --[release_year]--> 1965
Path (Raw):       Ray Rigby --[No Operation]--> Ray Rigby --[(INV) written_by]--> Operation Crossbow --[release_year]--> 1965
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in 1408 also appears in which films
Start Entity:     1408
Gold Answer:      [['Say Anything...', 'Drive Hard', 'One Crazy Summer', 'Anastasia', 'The Paperboy', 'City Hall', 'Igor', 'High Fidelity', 'Grosse Pointe Blank', 'Floundering', 'Hot Pursuit', 'Grace Is Gone', 'True Colors', 'Hot Tub Time Machine', 'Pushing Tin', 'Identity', 'The Sure Thing', 'The Grifters', 'The Raven', 'Being John Malkovich', 'Maps to the Stars', 'Must Love Dogs', 'Shanghai', 'War, Inc.', 'Money for Nothing', 'Midnight in the Garden of Good and Evil', "America's Sweethearts", 'The Road to Wellville', 'The Numbers Station', 'Martian Child', 'The Journey of Natty Gann', '2012', 'Grand Piano', 'Serendipity', 'The Factory', 'Tapeheads', 'The Frozen Ground', 'The Contract', 'Runaway Jury', 'The Bag Man', 'The Ice Harvest']]
Predicted Ans:    Brendan Gleeson
Predicted Path:   1408 --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven --[starred_actors]--> Brendan Gleeson
Path (Raw):       1408 --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven --[starred_actors]--> Brendan Gleeson
Neg LogProb(↓):   1.186737
Path Entropy(↓):  2.932255
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor billy de wolfe is a co - star of who
Start Entity:     Billy De Wolfe
Gold Answer:      [['Fred Astaire', 'Bing Crosby', 'Joan Caulfield']]
Predicted Ans:    Fred Astaire
Predicted Path:   Billy De Wolfe --[(INV) starred_actors]--> Blue Skies --[starred_actors]--> Fred Astaire
Path (Raw):       Billy De Wolfe --[No Operation]--> Billy De Wolfe --[(INV) starred_actors]--> Blue Skies --[starred_actors]--> Fred Astaire
Neg LogProb(↓):   0.506212
Path Entropy(↓):  0.681012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the oblong box were in which languages
Start Entity:     The Oblong Box
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Oblong Box --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tomb of Ligeia --[in_language]--> English
Path (Raw):       The Oblong Box --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tomb of Ligeia --[in_language]--> English
Neg LogProb(↓):   0.492050
Path Entropy(↓):  1.350319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by connie nielsen
Start Entity:     Connie Nielsen
Gold Answer:      [['French', 'English', 'Danish', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[in_language]--> French
Path (Raw):       Connie Nielsen --[No Operation]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[in_language]--> French
Neg LogProb(↓):   0.004311
Path Entropy(↓):  0.027734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was on deadly ground directed by
Start Entity:     On Deadly Ground
Gold Answer:      [['Steven Seagal']]
Predicted Ans:    Steven Seagal
Predicted Path:   On Deadly Ground --[directed_by]--> Steven Seagal --[(INV) directed_by]--> On Deadly Ground --[directed_by]--> Steven Seagal
Path (Raw):       On Deadly Ground --[directed_by]--> Steven Seagal --[(INV) directed_by]--> On Deadly Ground --[directed_by]--> Steven Seagal
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of a new leaf
Start Entity:     A New Leaf
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A New Leaf --[written_by]--> Jack Ritchie --[(INV) written_by]--> A New Leaf --[has_genre]--> Comedy
Path (Raw):       A New Leaf --[written_by]--> Jack Ritchie --[(INV) written_by]--> A New Leaf --[has_genre]--> Comedy
Neg LogProb(↓):   0.062293
Path Entropy(↓):  0.228045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of franco rosso
Start Entity:     Franco Rosso
Gold Answer:      [['Martin Stellman']]
Predicted Ans:    Martin Stellman
Predicted Path:   Franco Rosso --[(INV) written_by]--> Babylon --[written_by]--> Martin Stellman
Path (Raw):       Franco Rosso --[No Operation]--> Franco Rosso --[(INV) written_by]--> Babylon --[written_by]--> Martin Stellman
Neg LogProb(↓):   0.879279
Path Entropy(↓):  1.064019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film gunfight at the o. k. corral were in which genres
Start Entity:     Gunfight at the O.K. Corral
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Gunfight at the O.K. Corral --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz --[has_genre]--> Thriller
Path (Raw):       Gunfight at the O.K. Corral --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz --[has_genre]--> Thriller
Neg LogProb(↓):   0.000645
Path Entropy(↓):  0.005387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by will shadley were directed by who
Start Entity:     Will Shadley
Gold Answer:      [['Brian Levant']]
Predicted Ans:    Brian Levant
Predicted Path:   Will Shadley --[(INV) starred_actors]--> The Spy Next Door --[directed_by]--> Brian Levant
Path (Raw):       Will Shadley --[No Operation]--> Will Shadley --[(INV) starred_actors]--> The Spy Next Door --[directed_by]--> Brian Levant
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film grease 2 starred which actors
Start Entity:     Grease 2
Gold Answer:      [['Maxwell Caulfield', 'Michelle Pfeiffer']]
Predicted Ans:    Michelle Pfeiffer
Predicted Path:   Grease 2 --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Chéri --[starred_actors]--> Michelle Pfeiffer
Path (Raw):       Grease 2 --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Chéri --[starred_actors]--> Michelle Pfeiffer
Neg LogProb(↓):   0.704969
Path Entropy(↓):  1.331226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the late show fall under
Start Entity:     The Late Show
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Late Show --[directed_by]--> Robert Benton --[(INV) directed_by]--> The Human Stain --[has_genre]--> Drama
Path (Raw):       The Late Show --[directed_by]--> Robert Benton --[(INV) directed_by]--> The Human Stain --[has_genre]--> Drama
Neg LogProb(↓):   0.274526
Path Entropy(↓):  0.965245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by monte merrick release
Start Entity:     Monte Merrick
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Monte Merrick --[(INV) written_by]--> Memphis Belle --[release_year]--> 1990
Path (Raw):       Monte Merrick --[No Operation]--> Monte Merrick --[(INV) written_by]--> Memphis Belle --[release_year]--> 1990
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of due date
Start Entity:     Due Date
Gold Answer:      [['2000', '2009', '2003', '1960', '2006', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Due Date --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part III --[release_year]--> 2013
Path (Raw):       Due Date --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part III --[release_year]--> 2013
Neg LogProb(↓):   0.090889
Path Entropy(↓):  0.421417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david pliler were released in which years
Start Entity:     David Pliler
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   David Pliler --[(INV) written_by]--> Forever Strong --[release_year]--> 2008
Path (Raw):       David Pliler --[No Operation]--> David Pliler --[(INV) written_by]--> Forever Strong --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote shining through
Start Entity:     Shining Through
Gold Answer:      [['Sally Field', 'Billie Whitelaw', 'Gabriel Byrne', 'Robert Foxworth', 'Charlie Sheen', 'Judith Ivey', 'Gregory Peck', 'Corbin Bernsen', 'Corey Haim', 'Kerri Green', 'Liev Schreiber', 'Skeet Ulrich', 'Gary Oldman', 'Lee Remick', 'David Warner', 'Tom Hanks', 'Armand Assante', 'Talia Shire', 'Shelley Long']]
Predicted Ans:    Gregory Peck
Predicted Path:   Shining Through --[written_by]--> David Seltzer --[(INV) written_by]--> The Omen --[starred_actors]--> Gregory Peck
Path (Raw):       Shining Through --[written_by]--> David Seltzer --[(INV) written_by]--> The Omen --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   1.216613
Path Entropy(↓):  1.684465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of rudy
Start Entity:     Rudy
Gold Answer:      [['Angelo Pizzo']]
Predicted Ans:    Angelo Pizzo
Predicted Path:   Rudy --[written_by]--> Angelo Pizzo --[(INV) written_by]--> Rudy --[written_by]--> Angelo Pizzo
Path (Raw):       Rudy --[written_by]--> Angelo Pizzo --[(INV) written_by]--> Rudy --[written_by]--> Angelo Pizzo
Neg LogProb(↓):   0.001339
Path Entropy(↓):  0.010204
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the black stallion were released in which years
Start Entity:     The Black Stallion
Gold Answer:      [['1954', '1944', '1992', '2006', '1985', '1941', '1984', '1977', '1963', '1939', '1982', '1943', '1983', '1976', '1948', '1990', '1989', '1940', '1938', '1981', '1962', '1988', '1960', '1937']]
Predicted Ans:    1943
Predicted Path:   The Black Stallion --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Girl Crazy --[release_year]--> 1943
Path (Raw):       The Black Stallion --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Girl Crazy --[release_year]--> 1943
Neg LogProb(↓):   0.824065
Path Entropy(↓):  1.529622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in all the way home
Start Entity:     All the Way Home
Gold Answer:      [['Robert Preston', 'Pat Hingle', 'Jean Simmons']]
Predicted Ans:    Claire Trevor
Predicted Path:   All the Way Home --[starred_actors]--> Robert Preston --[(INV) starred_actors]--> Best of the Badmen --[starred_actors]--> Claire Trevor
Path (Raw):       All the Way Home --[starred_actors]--> Robert Preston --[(INV) starred_actors]--> Best of the Badmen --[starred_actors]--> Claire Trevor
Neg LogProb(↓):   0.392047
Path Entropy(↓):  0.984842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with moscow on the hudson in
Start Entity:     Moscow on the Hudson
Gold Answer:      [['English']]
Predicted Ans:    Russian
Predicted Path:   Moscow on the Hudson --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       Moscow on the Hudson --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.002805
Path Entropy(↓):  0.024745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of the guest
Start Entity:     The Guest
Gold Answer:      [['Adam Wingard']]
Predicted Ans:    Adam Wingard
Predicted Path:   The Guest --[directed_by]--> Adam Wingard --[(INV) directed_by]--> A Horrible Way to Die --[directed_by]--> Adam Wingard
Path (Raw):       The Guest --[directed_by]--> Adam Wingard --[(INV) directed_by]--> A Horrible Way to Die --[directed_by]--> Adam Wingard
Neg LogProb(↓):   0.273342
Path Entropy(↓):  0.567684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director ettore scola
Start Entity:     Ettore Scola
Gold Answer:      [['Vittorio Gassman', 'Nino Manfredi', 'Stefano Satta Flores', 'John Vernon', 'Stefania Sandrelli', 'Sophia Loren', 'Michelle Pfeiffer', 'Marcello Mastroianni', 'Dianna Agron', "John D'Leo", 'Robert De Niro']]
Predicted Ans:    Robert De Niro
Predicted Path:   Ettore Scola --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Path (Raw):       Ettore Scola --[No Operation]--> Ettore Scola --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.542283
Path Entropy(↓):  1.350419
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of maggie cheung acted films
Start Entity:     Maggie Cheung
Gold Answer:      [['1988', '2000', '1997', '1990', '1992', '1993', '2004', '1996']]
Predicted Ans:    1996
Predicted Path:   Maggie Cheung --[(INV) starred_actors]--> Irma Vep --[release_year]--> 1996
Path (Raw):       Maggie Cheung --[No Operation]--> Maggie Cheung --[(INV) starred_actors]--> Irma Vep --[release_year]--> 1996
Neg LogProb(↓):   0.013834
Path Entropy(↓):  0.091267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by nancy duplaa in
Start Entity:     Nancy Dupláa
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Nancy Dupláa --[(INV) starred_actors]--> Boogie --[has_genre]--> Action
Path (Raw):       Nancy Dupláa --[No Operation]--> Nancy Dupláa --[(INV) starred_actors]--> Boogie --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie silent fall
Start Entity:     Silent Fall
Gold Answer:      [['Alexandre Aja', 'Roger Donaldson', 'Peter Hyams', 'Paul Mazursky', 'John Sayles', 'Stephen Herek', 'Jeremy Kagan', 'Wolfgang Petersen', 'Andrew Adamson', 'Harley Cokeliss', 'Lasse Hallström', 'Ted Kotcheff', 'Renny Harlin', 'Marshall Brickman', 'James Cameron', 'John Byrum', 'John Badham', 'Rick Rosenthal', 'Holly Goldberg Sloan', 'Barry Levinson', 'Sidney J. Furie', 'Todd Holland', 'Donald P. Borchers', 'Joe Pytka', 'Chris Ver Wiel', 'George Lucas', 'Martin Ritt', 'Stephen Gyllenhaal', 'Russell Mulcahy', 'Martha Coolidge', 'George Roy Hill', 'Herbert Ross', 'William Dear', 'Steven Spielberg', 'Sidney Lumet', 'George P. Cosmatos', 'Peter Yates', 'Stephen Hopkins', 'Joel Oliansky', 'Craig Brewer', 'John Guillermin', 'Frank Oz', 'Orson Welles', 'Fritz Kiersch', 'Michael Dinner', 'Brian De Palma', 'Vicky Jenson']]
Predicted Ans:    John Badham
Predicted Path:   Silent Fall --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Path (Raw):       Silent Fall --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Neg LogProb(↓):   1.436310
Path Entropy(↓):  2.336783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie prick up your ears
Start Entity:     Prick Up Your Ears
Gold Answer:      [['Alfred Molina', 'Wallace Shawn', 'Gary Oldman', 'Vanessa Redgrave']]
Predicted Ans:    Gary Oldman
Predicted Path:   Prick Up Your Ears --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Unborn --[starred_actors]--> Gary Oldman
Path (Raw):       Prick Up Your Ears --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Unborn --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.464906
Path Entropy(↓):  0.667818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the princess and the warrior
Start Entity:     The Princess and the Warrior
Gold Answer:      [['2012', '1998', '1997', '2006']]
Predicted Ans:    1998
Predicted Path:   The Princess and the Warrior --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[release_year]--> 1998
Path (Raw):       The Princess and the Warrior --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[release_year]--> 1998
Neg LogProb(↓):   0.451075
Path Entropy(↓):  0.776308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of robot jox were directed by who
Start Entity:     Robot Jox
Gold Answer:      [['Brian Yuzna', 'Stuart Gordon']]
Predicted Ans:    Stuart Gordon
Predicted Path:   Robot Jox --[written_by]--> Stuart Gordon --[(INV) written_by]--> From Beyond --[directed_by]--> Stuart Gordon
Path (Raw):       Robot Jox --[written_by]--> Stuart Gordon --[(INV) written_by]--> From Beyond --[directed_by]--> Stuart Gordon
Neg LogProb(↓):   0.676422
Path Entropy(↓):  1.156507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film smashing time starred which actors
Start Entity:     Smashing Time
Gold Answer:      [['Lynn Redgrave', 'Rita Tushingham', 'Michael York', 'Anna Quayle']]
Predicted Ans:    Michael York
Predicted Path:   Smashing Time --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Strange Affair --[starred_actors]--> Michael York
Path (Raw):       Smashing Time --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Strange Affair --[starred_actors]--> Michael York
Neg LogProb(↓):   0.141376
Path Entropy(↓):  0.541041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie the fan
Start Entity:     The Fan
Gold Answer:      [['tony scott', 'baseball']]
Predicted Ans:    tony scott
Predicted Path:   The Fan --[has_tags]--> tony scott --[(INV) has_tags]--> Spy Game --[has_tags]--> tony scott
Path (Raw):       The Fan --[has_tags]--> tony scott --[(INV) has_tags]--> Spy Game --[has_tags]--> tony scott
Neg LogProb(↓):   0.269718
Path Entropy(↓):  0.781688
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by peter ustinov were released in which years
Start Entity:     Peter Ustinov
Gold Answer:      [['1962', '1968', '1988', '1978', '1964', '1960', '1989', '1951', '1981', '1955']]
Predicted Ans:    1988
Predicted Path:   Peter Ustinov --[(INV) starred_actors]--> Appointment with Death --[release_year]--> 1988
Path (Raw):       Peter Ustinov --[No Operation]--> Peter Ustinov --[(INV) starred_actors]--> Appointment with Death --[release_year]--> 1988
Neg LogProb(↓):   0.886469
Path Entropy(↓):  1.194227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the bells of st. mary's
Start Entity:     The Bells of St. Mary's
Gold Answer:      [['Andrew Solt', 'David R. Schwartz', 'Don Hartman', 'Guy Bolton', 'Marcelle Maurette', 'Patrick Hamilton', 'Angus MacPhail', 'Erich Maria Remarque', 'Dudley Nichols', 'Casey Robinson', 'Ernest Hemingway', 'Philip Barry', 'Clifford Odets', 'Jo Swerling', 'Robert Louis Stevenson', 'P.G. Wodehouse', 'Percy Heath', 'Abe Burrows', 'Samuel Hoffenstein', 'Norman Panama', 'Françoise Sagan', 'Lewis Milestone', 'Billy Wilder', 'Charles Brackett', 'John Patrick', 'Katherine Leslie Moore', 'Ingmar Bergman', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'Roberto Rossellini', 'Maxwell Anderson', 'Edna Ferber', 'Donald Ogden Stewart', 'Jack Rose', 'Edmund Beloin', 'Samuel A. Taylor', 'Frank Butler', 'Harry Hervey', 'Francis de Croisset', 'Leo McCarey', 'Philip G. Epstein', 'Pierre Barillet', 'Robert Riskin', 'M. Coates Webster', 'George Seaton', 'Melvin Frank', 'Clara Beranger', 'Colette', 'Howard Koch', "Liam O'Brien", 'Murray Burnett', 'Ben Hecht', 'Joan Alison', 'Norman Krasna', 'Sy Bartlett', 'James Hilton', 'Dennis Potter', 'John Lee Mahin', 'Jean Renoir', 'Irving Berlin']]
Predicted Ans:    Donald Ogden Stewart
Predicted Path:   The Bells of St. Mary's --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> Going Hollywood --[written_by]--> Donald Ogden Stewart
Path (Raw):       The Bells of St. Mary's --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> Going Hollywood --[written_by]--> Donald Ogden Stewart
Neg LogProb(↓):   0.490856
Path Entropy(↓):  1.064268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does arthur godfrey star in
Start Entity:     Arthur Godfrey
Gold Answer:      [['The Glass Bottom Boat']]
Predicted Ans:    The Glass Bottom Boat
Predicted Path:   Arthur Godfrey --[(INV) starred_actors]--> The Glass Bottom Boat --[starred_actors]--> Arthur Godfrey --[(INV) starred_actors]--> The Glass Bottom Boat
Path (Raw):       Arthur Godfrey --[(INV) starred_actors]--> The Glass Bottom Boat --[starred_actors]--> Arthur Godfrey --[(INV) starred_actors]--> The Glass Bottom Boat
Neg LogProb(↓):   0.089265
Path Entropy(↓):  0.302427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the night of the shooting stars
Start Entity:     The Night of the Shooting Stars
Gold Answer:      [['Paolo Taviani', 'Vittorio Taviani']]
Predicted Ans:    Vittorio Taviani
Predicted Path:   The Night of the Shooting Stars --[directed_by]--> Vittorio Taviani --[(INV) directed_by]--> Fiorile --[directed_by]--> Vittorio Taviani
Path (Raw):       The Night of the Shooting Stars --[directed_by]--> Vittorio Taviani --[(INV) directed_by]--> Fiorile --[directed_by]--> Vittorio Taviani
Neg LogProb(↓):   0.530739
Path Entropy(↓):  1.044852
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by luc besson
Start Entity:     Luc Besson
Gold Answer:      [['Vittorio Gassman', 'Jean Reno', 'Bruce Willis', 'Milla Jovovich', 'David Thewlis', 'Rosanna Arquette', 'Gary Oldman', 'Christopher Lambert', 'Michelle Pfeiffer', 'Michelle Yeoh', 'Morgan Freeman', 'Dianna Agron', 'Robert De Niro', 'Scarlett Johansson', "John D'Leo", 'Isabelle Adjani', 'Rie Rasmussen', 'Jamel Debbouze']]
Predicted Ans:    Robert De Niro
Predicted Path:   Luc Besson --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Path (Raw):       Luc Besson --[No Operation]--> Luc Besson --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.764797
Path Entropy(↓):  1.211590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by jeff schaffer
Start Entity:     Jeff Schaffer
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Jeff Schaffer --[(INV) written_by]--> EuroTrip --[in_language]--> German
Path (Raw):       Jeff Schaffer --[No Operation]--> Jeff Schaffer --[(INV) written_by]--> EuroTrip --[in_language]--> German
Neg LogProb(↓):   0.103661
Path Entropy(↓):  0.322324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Blast is a film written by this person
Start Entity:     Blast
Gold Answer:      [['Steven E. de Souza']]
Predicted Ans:    Steven E. de Souza
Predicted Path:   Blast --[written_by]--> Steven E. de Souza --[(INV) written_by]--> Street Fighter --[written_by]--> Steven E. de Souza
Path (Raw):       Blast --[written_by]--> Steven E. de Souza --[(INV) written_by]--> Street Fighter --[written_by]--> Steven E. de Souza
Neg LogProb(↓):   0.002424
Path Entropy(↓):  0.018640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by melissa painter
Start Entity:     Melissa Painter
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Melissa Painter --[(INV) written_by]--> Wildflowers --[has_genre]--> Drama
Path (Raw):       Melissa Painter --[No Operation]--> Melissa Painter --[(INV) written_by]--> Wildflowers --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with clayton moore
Start Entity:     Clayton Moore
Gold Answer:      [['Tom Wilkinson', 'Joan Barclay', 'George Pembroke', 'Johnny Depp', 'Jay Silverheels', 'Bela Lugosi', 'William Fichtner', 'Armie Hammer', 'Bonita Granville']]
Predicted Ans:    Bela Lugosi
Predicted Path:   Clayton Moore --[(INV) starred_actors]--> Black Dragons --[starred_actors]--> Bela Lugosi
Path (Raw):       Clayton Moore --[No Operation]--> Clayton Moore --[(INV) starred_actors]--> Black Dragons --[starred_actors]--> Bela Lugosi
Neg LogProb(↓):   0.090691
Path Entropy(↓):  0.336537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by gulf war
Start Entity:     gulf war
Gold Answer:      [['Lessons of Darkness', 'Three Kings', 'Live from Baghdad']]
Predicted Ans:    Lessons of Darkness
Predicted Path:   gulf war --[(INV) has_tags]--> Lessons of Darkness --[has_tags]--> kuwait --[(INV) has_tags]--> Lessons of Darkness
Path (Raw):       gulf war --[(INV) has_tags]--> Lessons of Darkness --[has_tags]--> kuwait --[(INV) has_tags]--> Lessons of Darkness
Neg LogProb(↓):   0.014632
Path Entropy(↓):  0.084062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the legend of lylah clare
Start Entity:     The Legend of Lylah Clare
Gold Answer:      [['1980', '1954', '2008', '1959', '1967', '1979', '2007', '1968', '1957', '1973', '1956', '1976', '1972', '1971', '1996', '1955', '1962', '1978', '1964', '1975', '1960', '1991', '1965', '1969', '1937', '1958', '1930']]
Predicted Ans:    1973
Predicted Path:   The Legend of Lylah Clare --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[release_year]--> 1973
Path (Raw):       The Legend of Lylah Clare --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[release_year]--> 1973
Neg LogProb(↓):   1.485360
Path Entropy(↓):  2.746514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by lloyd gough
Start Entity:     Lloyd Gough
Gold Answer:      [['Stuart Heisler']]
Predicted Ans:    Stuart Heisler
Predicted Path:   Lloyd Gough --[(INV) starred_actors]--> Tulsa --[directed_by]--> Stuart Heisler
Path (Raw):       Lloyd Gough --[No Operation]--> Lloyd Gough --[(INV) starred_actors]--> Tulsa --[directed_by]--> Stuart Heisler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film a star is born were released in which years
Start Entity:     A Star Is Born
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '2008', '1959', '1916', '1920', '1936', '1985', '1967', '1935', '1979', '1974', '1941', '1984', '1977', '1968', '1963', '1998', '1939', '1933', '1957', '1951', '2010', '2004', '1982', '1973', '1953', '1947', '2014', '1932', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1972', '1989', '1942', '1938', '1996', '1940', '1937', '1981', '2012', '2011', '1955', '1962', '1988', '1934', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1991', '1929', '1965', '1927', '1999', '1945', '1987', '1969', '1952', '1958', '1930']]
Predicted Ans:    1949
Predicted Path:   A Star Is Born --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[release_year]--> 1949
Path (Raw):       A Star Is Born --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[release_year]--> 1949
Neg LogProb(↓):   1.445029
Path Entropy(↓):  2.739737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film images were in which languages
Start Entity:     Images
Gold Answer:      [['English', 'Korean']]
Predicted Ans:    English
Predicted Path:   Images --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[in_language]--> English
Path (Raw):       Images --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of henri jeanson written films
Start Entity:     Henri Jeanson
Gold Answer:      [['Richard Quine']]
Predicted Ans:    Richard Quine
Predicted Path:   Henri Jeanson --[(INV) written_by]--> Paris When It Sizzles --[directed_by]--> Richard Quine
Path (Raw):       Henri Jeanson --[No Operation]--> Henri Jeanson --[(INV) written_by]--> Paris When It Sizzles --[directed_by]--> Richard Quine
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by lawrence gough
Start Entity:     Lawrence Gough
Gold Answer:      [['Lauren Currie Lewis', 'Cody Darbe', 'Chris Ferry']]
Predicted Ans:    Cody Darbe
Predicted Path:   Lawrence Gough --[(INV) directed_by]--> Salvage --[starred_actors]--> Cody Darbe
Path (Raw):       Lawrence Gough --[No Operation]--> Lawrence Gough --[(INV) directed_by]--> Salvage --[starred_actors]--> Cody Darbe
Neg LogProb(↓):   0.000530
Path Entropy(↓):  0.004791
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by vanessa middleton release
Start Entity:     Vanessa Middleton
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Vanessa Middleton --[(INV) directed_by]--> 30 Years to Life --[release_year]--> 2001
Path (Raw):       Vanessa Middleton --[No Operation]--> Vanessa Middleton --[(INV) directed_by]--> 30 Years to Life --[release_year]--> 2001
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film grace of my heart
Start Entity:     Grace of My Heart
Gold Answer:      [['Allison Anders']]
Predicted Ans:    Allison Anders
Predicted Path:   Grace of My Heart --[directed_by]--> Allison Anders --[(INV) directed_by]--> Grace of My Heart --[directed_by]--> Allison Anders
Path (Raw):       Grace of My Heart --[directed_by]--> Allison Anders --[(INV) directed_by]--> Grace of My Heart --[directed_by]--> Allison Anders
Neg LogProb(↓):   0.024660
Path Entropy(↓):  0.115803
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor denis lavant is a co - star of who
Start Entity:     Denis Lavant
Gold Answer:      [['James Fox', 'Diego Luna', 'Samantha Morton', 'James Cagney', 'Mireille Perrier', 'Marie Wilson', 'Ralph Bellamy', "Pat O'Brien"]]
Predicted Ans:    James Cagney
Predicted Path:   Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[starred_actors]--> James Cagney
Path (Raw):       Denis Lavant --[No Operation]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[starred_actors]--> James Cagney
Neg LogProb(↓):   0.392484
Path Entropy(↓):  0.678655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in broken vessels
Start Entity:     Broken Vessels
Gold Answer:      [['Roxana Zal', 'Jason London', 'Todd Field', 'Susan Traylor']]
Predicted Ans:    Susan Traylor
Predicted Path:   Broken Vessels --[starred_actors]--> Susan Traylor --[(INV) starred_actors]--> Broken Vessels --[starred_actors]--> Susan Traylor
Path (Raw):       Broken Vessels --[starred_actors]--> Susan Traylor --[(INV) starred_actors]--> Broken Vessels --[starred_actors]--> Susan Traylor
Neg LogProb(↓):   0.007413
Path Entropy(↓):  0.048808
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by william nicholson were released in which years
Start Entity:     William Nicholson
Gold Answer:      [['1995', '1998', '1934', '1997', '1993', '1985', '1935', '2012', '1958']]
Predicted Ans:    1935
Predicted Path:   William Nicholson --[(INV) written_by]--> Les Misérables --[release_year]--> 1935
Path (Raw):       William Nicholson --[No Operation]--> William Nicholson --[(INV) written_by]--> Les Misérables --[release_year]--> 1935
Neg LogProb(↓):   1.389324
Path Entropy(↓):  1.652533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by sean durkin
Start Entity:     Sean Durkin
Gold Answer:      [['Hugh Dancy', 'Elizabeth Olsen']]
Predicted Ans:    Elizabeth Olsen
Predicted Path:   Sean Durkin --[(INV) written_by]--> Martha Marcy May Marlene --[starred_actors]--> Elizabeth Olsen
Path (Raw):       Sean Durkin --[No Operation]--> Sean Durkin --[(INV) written_by]--> Martha Marcy May Marlene --[starred_actors]--> Elizabeth Olsen
Neg LogProb(↓):   0.507752
Path Entropy(↓):  0.672296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by jean rochefort
Start Entity:     Jean Rochefort
Gold Answer:      [['1972', '1990']]
Predicted Ans:    1972
Predicted Path:   Jean Rochefort --[(INV) starred_actors]--> The Tall Blond Man with One Black Shoe --[release_year]--> 1972
Path (Raw):       Jean Rochefort --[No Operation]--> Jean Rochefort --[(INV) starred_actors]--> The Tall Blond Man with One Black Shoe --[release_year]--> 1972
Neg LogProb(↓):   0.102683
Path Entropy(↓):  0.319748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with robert dipatri
Start Entity:     Robert DiPatri
Gold Answer:      [['Eion Bailey']]
Predicted Ans:    Eion Bailey
Predicted Path:   Robert DiPatri --[(INV) starred_actors]--> A Better Place --[starred_actors]--> Eion Bailey
Path (Raw):       Robert DiPatri --[No Operation]--> Robert DiPatri --[(INV) starred_actors]--> A Better Place --[starred_actors]--> Eion Bailey
Neg LogProb(↓):   0.047478
Path Entropy(↓):  0.187680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by lionel atwill released
Start Entity:     Lionel Atwill
Gold Answer:      [['1934', '1933', '1942', '1993', '1932', '1935']]
Predicted Ans:    1935
Predicted Path:   Lionel Atwill --[(INV) starred_actors]--> Rendezvous --[release_year]--> 1935
Path (Raw):       Lionel Atwill --[No Operation]--> Lionel Atwill --[(INV) starred_actors]--> Rendezvous --[release_year]--> 1935
Neg LogProb(↓):   0.441415
Path Entropy(↓):  1.074947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film hum tumhare hain sanam
Start Entity:     Hum Tumhare Hain Sanam
Gold Answer:      [['Arbaaz Khan', 'David Dhawan', 'Satish Kaushik', 'Timur Bekmambetov', 'Sanjay Leela Bhansali', 'Rakesh Roshan']]
Predicted Ans:    Sanjay Leela Bhansali
Predicted Path:   Hum Tumhare Hain Sanam --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[directed_by]--> Sanjay Leela Bhansali
Path (Raw):       Hum Tumhare Hain Sanam --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[directed_by]--> Sanjay Leela Bhansali
Neg LogProb(↓):   0.216195
Path Entropy(↓):  0.629572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jack yellen wrote films together with who
Start Entity:     Jack Yellen
Gold Answer:      [['William M. Conselman', 'Harry Tugend', 'Arthur Sheekman', 'Nat Perrin']]
Predicted Ans:    Harry Tugend
Predicted Path:   Jack Yellen --[(INV) written_by]--> Little Miss Broadway --[written_by]--> Harry Tugend
Path (Raw):       Jack Yellen --[No Operation]--> Jack Yellen --[(INV) written_by]--> Little Miss Broadway --[written_by]--> Harry Tugend
Neg LogProb(↓):   0.010039
Path Entropy(↓):  0.063034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by viggo mortensen fall under
Start Entity:     Viggo Mortensen
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Viggo Mortensen --[(INV) starred_actors]--> The Reflecting Skin --[has_genre]--> Horror
Path (Raw):       Viggo Mortensen --[No Operation]--> Viggo Mortensen --[(INV) starred_actors]--> The Reflecting Skin --[has_genre]--> Horror
Neg LogProb(↓):   1.056161
Path Entropy(↓):  1.307682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of prince of foxes also wrote movies
Start Entity:     Prince of Foxes
Gold Answer:      [['Captain from Castile']]
Predicted Ans:    Captain from Castile
Predicted Path:   Prince of Foxes --[written_by]--> Samuel Shellabarger --[(INV) written_by]--> Captain from Castile
Path (Raw):       Prince of Foxes --[written_by]--> Samuel Shellabarger --[(INV) written_by]--> Captain from Castile --[No Operation]--> Captain from Castile
Neg LogProb(↓):   0.024621
Path Entropy(↓):  0.114410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed eraserhead
Start Entity:     Eraserhead
Gold Answer:      [['Drama', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Eraserhead --[directed_by]--> David Lynch --[(INV) directed_by]--> The Elephant Man --[has_genre]--> Drama
Path (Raw):       Eraserhead --[directed_by]--> David Lynch --[(INV) directed_by]--> The Elephant Man --[has_genre]--> Drama
Neg LogProb(↓):   0.000897
Path Entropy(↓):  0.008244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by antonio margheriti released
Start Entity:     Antonio Margheriti
Gold Answer:      [['1983', '1965', '1964']]
Predicted Ans:    1964
Predicted Path:   Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[release_year]--> 1964
Path (Raw):       Antonio Margheriti --[No Operation]--> Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[release_year]--> 1964
Neg LogProb(↓):   0.063938
Path Entropy(↓):  0.275165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was eddie murphy a writer on
Start Entity:     Eddie Murphy
Gold Answer:      [['Beverly Hills Cop II', 'Coming to America', 'Another 48 Hrs.', 'Harlem Nights', 'Norbit', 'Vampire in Brooklyn', 'Boomerang']]
Predicted Ans:    Coming to America
Predicted Path:   Eddie Murphy --[(INV) written_by]--> Coming to America --[written_by]--> Eddie Murphy --[(INV) written_by]--> Coming to America
Path (Raw):       Eddie Murphy --[(INV) written_by]--> Coming to America --[written_by]--> Eddie Murphy --[(INV) written_by]--> Coming to America
Neg LogProb(↓):   0.250419
Path Entropy(↓):  0.894897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by nat perrin
Start Entity:     Nat Perrin
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Nat Perrin --[(INV) written_by]--> Stowaway --[has_genre]--> Musical
Path (Raw):       Nat Perrin --[No Operation]--> Nat Perrin --[(INV) written_by]--> Stowaway --[has_genre]--> Musical
Neg LogProb(↓):   0.002084
Path Entropy(↓):  0.016060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the other son released
Start Entity:     The Other Son
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Other Son --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       The Other Son --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.124050
Path Entropy(↓):  4.458154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by adelaide clemens released
Start Entity:     Adelaide Clemens
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Adelaide Clemens --[(INV) starred_actors]--> No One Lives --[release_year]--> 2012
Path (Raw):       Adelaide Clemens --[No Operation]--> Adelaide Clemens --[(INV) starred_actors]--> No One Lives --[release_year]--> 2012
Neg LogProb(↓):   0.012765
Path Entropy(↓):  0.068000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the fearless hyena
Start Entity:     The Fearless Hyena
Gold Answer:      [['Rosamund Kwan', 'Lola Forner', 'Alan Tam', 'Jackie Chan', 'Kent Cheng', 'Winston Chao']]
Predicted Ans:    Jackie Chan
Predicted Path:   The Fearless Hyena --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Project A --[starred_actors]--> Jackie Chan
Path (Raw):       The Fearless Hyena --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Project A --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.580916
Path Entropy(↓):  1.251847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by one magic christmas actors release
Start Entity:     One Magic Christmas
Gold Answer:      [['1983', '1995', '1980', '1978', '2009', '1990', '2003', '1992', '1989', '1996', '1985', '1994', '2002', '1979', '1987', '1974', '1984', '2007']]
Predicted Ans:    1989
Predicted Path:   One Magic Christmas --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Parenthood --[release_year]--> 1989
Path (Raw):       One Magic Christmas --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Parenthood --[release_year]--> 1989
Neg LogProb(↓):   0.585973
Path Entropy(↓):  1.401573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did louis jourdan act in
Start Entity:     Louis Jourdan
Gold Answer:      [['Silver Bears', 'The Return of Swamp Thing', 'Letter from an Unknown Woman', 'Madame Bovary', 'The V.I.P.s', 'Can-Can', 'Gigi', 'The Happy Time', 'Year of the Comet', 'The Swan', 'Swamp Thing', 'Three Coins in the Fountain']]
Predicted Ans:    The Return of Swamp Thing
Predicted Path:   Louis Jourdan --[(INV) starred_actors]--> The Return of Swamp Thing --[starred_actors]--> Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing
Path (Raw):       Louis Jourdan --[(INV) starred_actors]--> The Return of Swamp Thing --[starred_actors]--> Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing
Neg LogProb(↓):   0.179642
Path Entropy(↓):  0.546651
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of torture garden
Start Entity:     Torture Garden
Gold Answer:      [['Nothing But the Night', 'The Vampire Lovers', 'Dr. Who and the Daleks', 'The Desperados', 'The Beast Must Die', 'The Curse of Frankenstein', 'Foul Play', 'The Creeping Flesh', 'The Diary of a Chambermaid', 'Halls of Montezuma', 'Magic', 'Madhouse', 'The Satanic Rites of Dracula', 'She', 'The Big Knife', 'Grumpy Old Men', 'Burnt Offerings', 'Corruption', 'That Uncertain Feeling', 'The Swan Princess', "God's Gun", 'Ten Seconds to Hell', 'The Abominable Snowman', 'The Gorgon', 'Dracula A.D. 1972', 'The Brides of Dracula', 'Sudden Fear', 'Without Warning', 'Attack', 'The Revenge of Frankenstein', 'The Evil of Frankenstein', 'The End of the Affair', "Chato's Land", "Bram Stoker's Dracula", "At the Earth's Core", 'Frankenstein and the Monster from Hell', 'The House That Dripped Blood', "Dr. Terror's House of Horrors", 'Arrowhead', 'The Hound of the Baskervilles', 'Hawk the Slayer', 'Of Mice and Men', 'The Mummy', 'Panic in the Streets', 'Horror Express', 'Frankenstein Must Be Destroyed']]
Predicted Ans:    The Hound of the Baskervilles
Predicted Path:   Torture Garden --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles
Path (Raw):       Torture Garden --[starred_actors]--> Peter Cushing --[No Operation]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles
Neg LogProb(↓):   1.027763
Path Entropy(↓):  1.982597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by rex beach were directed by who
Start Entity:     Rex Beach
Gold Answer:      [['Ray Enright']]
Predicted Ans:    Ray Enright
Predicted Path:   Rex Beach --[(INV) written_by]--> The Spoilers --[directed_by]--> Ray Enright
Path (Raw):       Rex Beach --[No Operation]--> Rex Beach --[(INV) written_by]--> The Spoilers --[directed_by]--> Ray Enright
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film belle starr
Start Entity:     Belle Starr
Gold Answer:      [['Edmund Goulding', 'Edward Dmytryk', 'William A. Seiter', 'Garson Kanin', 'Peter Hyams', 'Fritz Lang', 'Irving Pichel', 'Richard L. Bare', 'Michael Mann', 'George B. Seitz', 'George Waggner', 'Bob Rafelson', 'William A. Wellman', 'John Byrum', 'Maurice Tourneur', 'Rouben Mamoulian', 'Warren Beatty', 'Ray Enright', 'Walter Lang', 'Herbert J. Leder', 'Lewis Milestone', 'Henry Hathaway', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'Ken Annakin', 'Mark Robson', 'Michael Curtiz', 'Jules Dassin', 'Henry King', 'Roy Huggins', 'Budd Boetticher', 'Hall Bartlett', 'Michael Gordon', 'Ernst Lubitsch', 'Allan Dwan', 'Archie Mayo', 'Nunnally Johnson', 'Mitchell Leisen', 'Buck Henry', 'William Wyler', 'Edwin L. Marin', 'Joseph Pevney', 'Robert Day', 'Josef von Sternberg', 'Irwin Winkler', 'Sam Peckinpah', 'Joseph H. Lewis', 'Charles Vidor', 'Lewis Seiler', 'Rowland V. Lee', 'Joseph L. Mankiewicz', 'H. Bruce Humberstone', 'Clarence Brown', 'Mark Sandrich']]
Predicted Ans:    Mark Sandrich
Predicted Path:   Belle Starr --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       Belle Starr --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   1.379558
Path Entropy(↓):  1.902317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of deception
Start Entity:     Deception
Gold Answer:      [['Beulah Bondi', 'Alexis Smith', 'Gene Kelly', 'Paul Henreid', 'Martha Scott', 'Joanna Miles', 'Fredric March', 'Michael Moriarty', 'Claire Trevor', 'Gary Merrill', 'Bette Davis', 'Emlyn Williams', 'Gene Lockhart', 'Claude Rains', 'Katharine Hepburn', 'Sam Waterston', 'Natalie Wood']]
Predicted Ans:    Bette Davis
Predicted Path:   Deception --[directed_by]--> Irving Rapper --[(INV) directed_by]--> Now, Voyager --[starred_actors]--> Bette Davis
Path (Raw):       Deception --[directed_by]--> Irving Rapper --[(INV) directed_by]--> Now, Voyager --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.130071
Path Entropy(↓):  0.551265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with joseph kessel
Start Entity:     Joseph Kessel
Gold Answer:      [['Terence Young', 'Michel Arnold', 'Paul Dehn', 'James Hadley Chase', 'Hans Hellmut Kirst', 'Luis Buñuel', 'A.I. Bezzerides', 'Claude Anet', 'Irma von Cube', 'Hans Jacoby']]
Predicted Ans:    Joseph Kessel
Predicted Path:   Joseph Kessel --[(INV) written_by]--> Mayerling --[written_by]--> Joseph Kessel
Path (Raw):       Joseph Kessel --[No Operation]--> Joseph Kessel --[(INV) written_by]--> Mayerling --[written_by]--> Joseph Kessel
Neg LogProb(↓):   0.500000
Path Entropy(↓):  1.010809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies are about john curran
Start Entity:     john curran
Gold Answer:      [['The Painted Veil', 'Tracks', 'Praise']]
Predicted Ans:    Tracks
Predicted Path:   john curran --[(INV) has_tags]--> Tracks --[has_tags]--> john curran --[(INV) has_tags]--> Tracks
Path (Raw):       john curran --[(INV) has_tags]--> Tracks --[has_tags]--> john curran --[(INV) has_tags]--> Tracks
Neg LogProb(↓):   0.515392
Path Entropy(↓):  0.750117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by humphrey bogart
Start Entity:     Humphrey Bogart
Gold Answer:      [['Abem Finkel', 'Seton I. Miller', 'Barbara Benedek', 'Dashiell Hammett', 'Delmer Daves', 'Bertram Bloch', 'Sidney Kingsley', 'Truman Capote', 'Philip Yordan', 'Samuel A. Taylor', 'B. Traven', 'Richard Macaulay', 'Arthur T. Horman', 'Alfred Hayes', 'Joseph Kessel', 'Richard Connell', 'Charles Nordhoff', 'Earl Baldwin', 'James Norman Hall', 'W.R. Burnett', 'Philip G. Epstein', 'Rowland Brown', 'Robert Lord', 'Warren Duff', 'William Wister Haines', 'Clive Cussler', 'Billy Wilder', 'Dwight Taylor', 'Steve Fisher', 'Robert Rossen', 'Lester Cole', 'Alfred Neumann', 'Thomas Job', 'Martin Vale', 'Dorothy B. Hughes', 'Robert Buckner', 'David Goodis', 'Richard Brooks', 'Walter Doniger', 'David Rayfiel', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Gerald Drayson Adams', 'Ernest Hemingway', 'Brown Holmes', 'Maude Fulton', 'Ranald MacDougall', 'Maxwell Anderson', 'Oliver H.P. Garrett', 'Sidney Biddell', 'Michael Winner', 'Jonathan Finn', 'Jack Moffitt', 'Joseph Hayes', "Liam O'Brien", 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'Albert Husson', 'Jerry Wald', 'Mark Hellinger', 'Herman Wouk', 'Willard Motley', 'John Huston', 'Casey Robinson', 'John Wexley', 'Barré Lyndon', 'Fabrice Canepa', 'Ernest Lehman', 'William J. Makin', 'James Agee', 'A.I. Bezzerides', 'Budd Schulberg', 'Lewis E. Lawes', 'Claud Cockburn', 'Vincent B. Evans', 'Robert Siodmak', 'Howard Koch', 'Murray Burnett', 'Joan Alison']]
Predicted Ans:    William J. Makin
Predicted Path:   Humphrey Bogart --[(INV) starred_actors]--> The Return of Doctor X --[written_by]--> William J. Makin
Path (Raw):       Humphrey Bogart --[No Operation]--> Humphrey Bogart --[(INV) starred_actors]--> The Return of Doctor X --[written_by]--> William J. Makin
Neg LogProb(↓):   1.049444
Path Entropy(↓):  2.007604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the waiting for forever director release
Start Entity:     Waiting for Forever
Gold Answer:      [['1995', '2006']]
Predicted Ans:    2006
Predicted Path:   Waiting for Forever --[directed_by]--> James Keach --[(INV) directed_by]--> Blind Dating --[release_year]--> 2006
Path (Raw):       Waiting for Forever --[directed_by]--> James Keach --[(INV) directed_by]--> Blind Dating --[release_year]--> 2006
Neg LogProb(↓):   0.426300
Path Entropy(↓):  0.880431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did ethan coen write
Start Entity:     Ethan Coen
Gold Answer:      [["The Man Who Wasn't There", 'No Country for Old Men', "Paris, je t'aime", 'O Brother, Where Art Thou?', 'The Ladykillers', 'A Serious Man', 'Burn After Reading', 'The Big Lebowski', 'The Hudsucker Proxy', 'Gambit', 'The Naked Man', 'Fargo', 'Intolerable Cruelty', 'Inside Llewyn Davis']]
Predicted Ans:    The Naked Man
Predicted Path:   Ethan Coen --[(INV) written_by]--> The Naked Man --[written_by]--> J. Todd Anderson --[(INV) written_by]--> The Naked Man
Path (Raw):       Ethan Coen --[(INV) written_by]--> The Naked Man --[written_by]--> J. Todd Anderson --[(INV) written_by]--> The Naked Man
Neg LogProb(↓):   1.066590
Path Entropy(↓):  1.917618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by peggy wood
Start Entity:     Peggy Wood
Gold Answer:      [['Norman Corwin']]
Predicted Ans:    Norman Corwin
Predicted Path:   Peggy Wood --[(INV) starred_actors]--> The Story of Ruth --[written_by]--> Norman Corwin
Path (Raw):       Peggy Wood --[No Operation]--> Peggy Wood --[(INV) starred_actors]--> The Story of Ruth --[written_by]--> Norman Corwin
Neg LogProb(↓):   0.000180
Path Entropy(↓):  0.001731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by ryosuke hashiguchi
Start Entity:     Ryosuke Hashiguchi
Gold Answer:      [['Seiichi Tanabe', 'Kazuya Takahashi', 'Reiko Kataoka']]
Predicted Ans:    Seiichi Tanabe
Predicted Path:   Ryosuke Hashiguchi --[(INV) written_by]--> Hush! --[starred_actors]--> Seiichi Tanabe
Path (Raw):       Ryosuke Hashiguchi --[No Operation]--> Ryosuke Hashiguchi --[(INV) written_by]--> Hush! --[starred_actors]--> Seiichi Tanabe
Neg LogProb(↓):   0.068441
Path Entropy(↓):  0.281005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director william butler co - directed movies with who
Start Entity:     William Butler
Gold Answer:      [['Jim Clark']]
Predicted Ans:    William Butler
Predicted Path:   William Butler --[(INV) directed_by]--> Madhouse --[directed_by]--> William Butler
Path (Raw):       William Butler --[No Operation]--> William Butler --[(INV) directed_by]--> Madhouse --[directed_by]--> William Butler
Neg LogProb(↓):   0.058089
Path Entropy(↓):  0.217052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are movie co - writers of david belasco
Start Entity:     David Belasco
Gold Answer:      [['Achmed Abdullah']]
Predicted Ans:    David Belasco
Predicted Path:   David Belasco --[(INV) written_by]--> The Hatchet Man --[written_by]--> David Belasco
Path (Raw):       David Belasco --[No Operation]--> David Belasco --[(INV) written_by]--> The Hatchet Man --[written_by]--> David Belasco
Neg LogProb(↓):   0.152331
Path Entropy(↓):  0.453597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies was rafael alonso an actor in
Start Entity:     Rafael Alonso
Gold Answer:      [['The Grandfather']]
Predicted Ans:    The Grandfather
Predicted Path:   Rafael Alonso --[(INV) starred_actors]--> The Grandfather --[starred_actors]--> Cayetana Guillén Cuervo --[(INV) starred_actors]--> The Grandfather
Path (Raw):       Rafael Alonso --[(INV) starred_actors]--> The Grandfather --[starred_actors]--> Cayetana Guillén Cuervo --[(INV) starred_actors]--> The Grandfather
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by sara kadefors
Start Entity:     Sara Kadefors
Gold Answer:      [['Henrik Georgsson']]
Predicted Ans:    Henrik Georgsson
Predicted Path:   Sara Kadefors --[(INV) written_by]--> Sandor slash Ida --[directed_by]--> Henrik Georgsson
Path (Raw):       Sara Kadefors --[No Operation]--> Sara Kadefors --[(INV) written_by]--> Sandor slash Ida --[directed_by]--> Henrik Georgsson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by judy davis
Start Entity:     Judy Davis
Gold Answer:      [['Susan Seidelman', 'James Lapine', 'Mark Joffe', 'David Cronenberg', 'Bob Rafelson', 'Michael Tolkin', 'Ted Demme', 'David Lean']]
Predicted Ans:    Bob Rafelson
Predicted Path:   Judy Davis --[(INV) starred_actors]--> Blood and Wine --[directed_by]--> Bob Rafelson
Path (Raw):       Judy Davis --[No Operation]--> Judy Davis --[(INV) starred_actors]--> Blood and Wine --[directed_by]--> Bob Rafelson
Neg LogProb(↓):   0.748078
Path Entropy(↓):  1.036478
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did lynn shelton star in
Start Entity:     Lynn Shelton
Gold Answer:      [['Humpday']]
Predicted Ans:    Humpday
Predicted Path:   Lynn Shelton --[(INV) starred_actors]--> Humpday --[starred_actors]--> Lynn Shelton --[(INV) starred_actors]--> Humpday
Path (Raw):       Lynn Shelton --[(INV) starred_actors]--> Humpday --[starred_actors]--> Lynn Shelton --[(INV) starred_actors]--> Humpday
Neg LogProb(↓):   0.203278
Path Entropy(↓):  0.543305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed zone troopers
Start Entity:     Zone Troopers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Zone Troopers --[directed_by]--> Danny Bilson --[(INV) directed_by]--> The Wrong Guys --[has_genre]--> Comedy
Path (Raw):       Zone Troopers --[directed_by]--> Danny Bilson --[(INV) directed_by]--> The Wrong Guys --[has_genre]--> Comedy
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of little miss marker
Start Entity:     Little Miss Marker
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Little Miss Marker --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Little Miss Marker --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   4.379826
Path Entropy(↓):  5.768935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by joe grifasi
Start Entity:     Joe Grifasi
Gold Answer:      [['Robert Benton']]
Predicted Ans:    Robert Benton
Predicted Path:   Joe Grifasi --[(INV) starred_actors]--> Still of the Night --[directed_by]--> Robert Benton
Path (Raw):       Joe Grifasi --[No Operation]--> Joe Grifasi --[(INV) starred_actors]--> Still of the Night --[directed_by]--> Robert Benton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by joe hyams
Start Entity:     Joe Hyams
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Joe Hyams --[(INV) written_by]--> Brubaker --[has_genre]--> Drama
Path (Raw):       Joe Hyams --[No Operation]--> Joe Hyams --[(INV) written_by]--> Brubaker --[has_genre]--> Drama
Neg LogProb(↓):   0.015045
Path Entropy(↓):  0.077599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by dylan kidd
Start Entity:     Dylan Kidd
Gold Answer:      [['Jesse Eisenberg', 'Campbell Scott', 'Laura Linney']]
Predicted Ans:    Jesse Eisenberg
Predicted Path:   Dylan Kidd --[(INV) directed_by]--> Roger Dodger --[starred_actors]--> Jesse Eisenberg
Path (Raw):       Dylan Kidd --[No Operation]--> Dylan Kidd --[(INV) directed_by]--> Roger Dodger --[starred_actors]--> Jesse Eisenberg
Neg LogProb(↓):   0.058885
Path Entropy(↓):  0.226508
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by peter madsen
Start Entity:     Peter Madsen
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Peter Madsen --[(INV) directed_by]--> Valhalla --[in_language]--> Danish
Path (Raw):       Peter Madsen --[No Operation]--> Peter Madsen --[(INV) directed_by]--> Valhalla --[in_language]--> Danish
Neg LogProb(↓):   0.000079
Path Entropy(↓):  0.000829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with flash point fall under
Start Entity:     Flash Point
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Action
Predicted Path:   Flash Point --[directed_by]--> Wilson Yip --[(INV) directed_by]--> Flash Point --[has_genre]--> Action
Path (Raw):       Flash Point --[directed_by]--> Wilson Yip --[(INV) directed_by]--> Flash Point --[has_genre]--> Action
Neg LogProb(↓):   0.081790
Path Entropy(↓):  0.326138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie permanent vacation were released in which years
Start Entity:     Permanent Vacation
Gold Answer:      [['1995', '2009', '2003', '2005', '1989', '1991', '1986', '1984', '2013']]
Predicted Ans:    1980
Predicted Path:   Permanent Vacation --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation --[release_year]--> 1980
Path (Raw):       Permanent Vacation --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation --[release_year]--> 1980
Neg LogProb(↓):   0.541403
Path Entropy(↓):  1.407647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed the mission
Start Entity:     The Mission
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Mission --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[has_genre]--> Comedy
Path (Raw):       The Mission --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[has_genre]--> Comedy
Neg LogProb(↓):   0.358657
Path Entropy(↓):  0.966801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by raymond queneau
Start Entity:     Raymond Queneau
Gold Answer:      [['Death in the Garden']]
Predicted Ans:    Death in the Garden
Predicted Path:   Raymond Queneau --[(INV) written_by]--> Death in the Garden --[written_by]--> Raymond Queneau --[(INV) written_by]--> Death in the Garden
Path (Raw):       Raymond Queneau --[(INV) written_by]--> Death in the Garden --[written_by]--> Raymond Queneau --[(INV) written_by]--> Death in the Garden
Neg LogProb(↓):   0.058978
Path Entropy(↓):  0.219396
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with walker hamilton
Start Entity:     Walker Hamilton
Gold Answer:      [['Eski Thomas']]
Predicted Ans:    Walker Hamilton
Predicted Path:   Walker Hamilton --[(INV) written_by]--> All the Little Animals --[written_by]--> Walker Hamilton
Path (Raw):       Walker Hamilton --[No Operation]--> Walker Hamilton --[(INV) written_by]--> All the Little Animals --[written_by]--> Walker Hamilton
Neg LogProb(↓):   0.000528
Path Entropy(↓):  0.004512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film the love god?
Start Entity:     The Love God?
Gold Answer:      [['Tim Conway', 'Everett Greenbaum']]
Predicted Ans:    Tim Conway
Predicted Path:   The Love God? --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[written_by]--> Tim Conway
Path (Raw):       The Love God? --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[written_by]--> Tim Conway
Neg LogProb(↓):   0.000180
Path Entropy(↓):  0.001962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of hadi hajaig directed films
Start Entity:     Hadi Hajaig
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Hadi Hajaig --[(INV) directed_by]--> Cleanskin --[release_year]--> 2012
Path (Raw):       Hadi Hajaig --[No Operation]--> Hadi Hajaig --[(INV) directed_by]--> Cleanskin --[release_year]--> 2012
Neg LogProb(↓):   0.002466
Path Entropy(↓):  0.017251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film college road trip starred which actors
Start Entity:     College Road Trip
Gold Answer:      [['Martin Lawrence']]
Predicted Ans:    Martin Lawrence
Predicted Path:   College Road Trip --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> College Road Trip --[starred_actors]--> Martin Lawrence
Path (Raw):       College Road Trip --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> College Road Trip --[starred_actors]--> Martin Lawrence
Neg LogProb(↓):   0.621229
Path Entropy(↓):  1.074154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the passion of darkly noon
Start Entity:     The Passion of Darkly Noon
Gold Answer:      [['1990', '2009']]
Predicted Ans:    1990
Predicted Path:   The Passion of Darkly Noon --[written_by]--> Philip Ridley --[(INV) written_by]--> The Reflecting Skin --[release_year]--> 1990
Path (Raw):       The Passion of Darkly Noon --[written_by]--> Philip Ridley --[(INV) written_by]--> The Reflecting Skin --[release_year]--> 1990
Neg LogProb(↓):   0.521819
Path Entropy(↓):  1.001346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie over her dead body
Start Entity:     Over Her Dead Body
Gold Answer:      [['1995', '1998', '2000', '2009', '2007', '2001', '2008', '2003', '2005', '2010', '2006', '1999', '2012', '2011', '2013', '1977']]
Predicted Ans:    2010
Predicted Path:   Over Her Dead Body --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[release_year]--> 2010
Path (Raw):       Over Her Dead Body --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[release_year]--> 2010
Neg LogProb(↓):   0.929717
Path Entropy(↓):  1.996991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the last five years
Start Entity:     The Last Five Years
Gold Answer:      [['Drinking Buddies', '50/50', 'Into the Woods', 'Rocket Science', 'The Voices', 'ParaNorman', 'Pitch Perfect', 'Joyful Noise', 'Happy Christmas', 'Cake', 'The Marc Pease Experience', 'Rapture-Palooza']]
Predicted Ans:    Happy Christmas
Predicted Path:   The Last Five Years --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas
Path (Raw):       The Last Five Years --[starred_actors]--> Anna Kendrick --[No Operation]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas
Neg LogProb(↓):   0.178304
Path Entropy(↓):  0.711364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the hollywood revue of 1929
Start Entity:     The Hollywood Revue of 1929
Gold Answer:      [['Jack McGowan', 'Harry W. Conn', 'Sid Silvers', 'Jeanie Macpherson', 'Gladys Unger', 'Melchior Lengyel', 'George S. Kaufman', 'Thomas Meehan', 'Ludwig Wolff', 'John Howard Lawson', 'Edwin Justus Mayer', 'Ronny Graham', 'Moss Hart', 'Everett Freeman']]
Predicted Ans:    Moss Hart
Predicted Path:   The Hollywood Revue of 1929 --[starred_actors]--> Jack Benny --[(INV) starred_actors]--> Broadway Melody of 1936 --[written_by]--> Moss Hart
Path (Raw):       The Hollywood Revue of 1929 --[starred_actors]--> Jack Benny --[(INV) starred_actors]--> Broadway Melody of 1936 --[written_by]--> Moss Hart
Neg LogProb(↓):   0.236879
Path Entropy(↓):  0.788186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by franco brusati fall under
Start Entity:     Franco Brusati
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Franco Brusati --[(INV) directed_by]--> Bread and Chocolate --[has_genre]--> Comedy
Path (Raw):       Franco Brusati --[No Operation]--> Franco Brusati --[(INV) directed_by]--> Bread and Chocolate --[has_genre]--> Comedy
Neg LogProb(↓):   0.670495
Path Entropy(↓):  1.119783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie 29 palms
Start Entity:     29 Palms
Gold Answer:      [['1995', '1998', '2000', '1976', '1997', '2001', '2008', '1990', '1992', '1936', '1920', '2004', '2002', '1987', '2007']]
Predicted Ans:    1936
Predicted Path:   29 Palms --[starred_actors]--> Russell Means --[(INV) starred_actors]--> The Last of the Mohicans --[release_year]--> 1936
Path (Raw):       29 Palms --[starred_actors]--> Russell Means --[(INV) starred_actors]--> The Last of the Mohicans --[release_year]--> 1936
Neg LogProb(↓):   0.711286
Path Entropy(↓):  1.138511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with white material in
Start Entity:     White Material
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   White Material --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[in_language]--> French
Path (Raw):       White Material --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[in_language]--> French
Neg LogProb(↓):   0.343144
Path Entropy(↓):  0.966770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of sextette is also the director of which films
Start Entity:     Sextette
Gold Answer:      [['The Trials of Oscar Wilde', 'Cromwell', 'The Internecine Project', 'Chitty Chitty Bang Bang']]
Predicted Ans:    The Internecine Project
Predicted Path:   Sextette --[directed_by]--> Ken Hughes --[(INV) directed_by]--> The Internecine Project
Path (Raw):       Sextette --[directed_by]--> Ken Hughes --[(INV) directed_by]--> The Internecine Project --[No Operation]--> The Internecine Project
Neg LogProb(↓):   0.584803
Path Entropy(↓):  1.152511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with grizzly man in
Start Entity:     Grizzly Man
Gold Answer:      [['Lao', 'Tibetan', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   Grizzly Man --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner --[in_language]--> German
Path (Raw):       Grizzly Man --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner --[in_language]--> German
Neg LogProb(↓):   1.179312
Path Entropy(↓):  1.648850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by leslie parrish
Start Entity:     Leslie Parrish
Gold Answer:      [['Bill Rebane']]
Predicted Ans:    Bill Rebane
Predicted Path:   Leslie Parrish --[(INV) starred_actors]--> The Giant Spider Invasion --[directed_by]--> Bill Rebane
Path (Raw):       Leslie Parrish --[No Operation]--> Leslie Parrish --[(INV) starred_actors]--> The Giant Spider Invasion --[directed_by]--> Bill Rebane
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed starman
Start Entity:     Starman
Gold Answer:      [['1980', '1992', '1993', '1979', '1974', '2007', '1998', '2010', '1982', '1983', '1995', '1976', '2001', '1996', '1981', '2011', '1988', '1978', '1960', '2005', '1987', '1986']]
Predicted Ans:    1981
Predicted Path:   Starman --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[release_year]--> 1981
Path (Raw):       Starman --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[release_year]--> 1981
Neg LogProb(↓):   0.541116
Path Entropy(↓):  1.617624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the bride flight director
Start Entity:     Bride Flight
Gold Answer:      [['Marieke van der Pol', 'Tessa de Loo']]
Predicted Ans:    Ben Sombogaart
Predicted Path:   Bride Flight --[directed_by]--> Ben Sombogaart --[(INV) directed_by]--> Bride Flight --[directed_by]--> Ben Sombogaart
Path (Raw):       Bride Flight --[directed_by]--> Ben Sombogaart --[(INV) directed_by]--> Bride Flight --[directed_by]--> Ben Sombogaart
Neg LogProb(↓):   0.027993
Path Entropy(↓):  0.128959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of the capture of bigfoot
Start Entity:     The Capture of Bigfoot
Gold Answer:      [['The Giant Spider Invasion']]
Predicted Ans:    The Capture of Bigfoot
Predicted Path:   The Capture of Bigfoot --[directed_by]--> Bill Rebane --[(INV) directed_by]--> The Capture of Bigfoot
Path (Raw):       The Capture of Bigfoot --[directed_by]--> Bill Rebane --[(INV) directed_by]--> The Capture of Bigfoot --[No Operation]--> The Capture of Bigfoot
Neg LogProb(↓):   0.036593
Path Entropy(↓):  0.155297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie two much
Start Entity:     Two Much
Gold Answer:      [['Fernando Trueba']]
Predicted Ans:    Fernando Trueba
Predicted Path:   Two Much --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> The Girl of Your Dreams --[directed_by]--> Fernando Trueba
Path (Raw):       Two Much --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> The Girl of Your Dreams --[directed_by]--> Fernando Trueba
Neg LogProb(↓):   0.500537
Path Entropy(↓):  0.891186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by blake nelson were released in which years
Start Entity:     Blake Nelson
Gold Answer:      [['1998', '2007']]
Predicted Ans:    2007
Predicted Path:   Blake Nelson --[(INV) written_by]--> Paranoid Park --[release_year]--> 2007
Path (Raw):       Blake Nelson --[No Operation]--> Blake Nelson --[(INV) written_by]--> Paranoid Park --[release_year]--> 2007
Neg LogProb(↓):   0.239649
Path Entropy(↓):  0.518047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by john wesley hardin
Start Entity:     John Wesley Hardin
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   John Wesley Hardin --[(INV) written_by]--> The Lawless Breed --[has_genre]--> Western
Path (Raw):       John Wesley Hardin --[No Operation]--> John Wesley Hardin --[(INV) written_by]--> The Lawless Breed --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by dev patel were written by who
Start Entity:     Dev Patel
Gold Answer:      [['Stephen Elliott', 'Neill Blomkamp', 'M. Night Shyamalan', 'Lorelei Lee']]
Predicted Ans:    M. Night Shyamalan
Predicted Path:   Dev Patel --[(INV) starred_actors]--> The Last Airbender --[written_by]--> M. Night Shyamalan
Path (Raw):       Dev Patel --[No Operation]--> Dev Patel --[(INV) starred_actors]--> The Last Airbender --[written_by]--> M. Night Shyamalan
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a knight's tale
Start Entity:     A Knight's Tale
Gold Answer:      [['Assassins', 'The Postman', 'Man on Fire', 'Conspiracy Theory', '42', 'Mystic River', 'Highway to Hell', 'L.A. Confidential', 'The Order', 'Payback', 'Green Zone']]
Predicted Ans:    A Knight's Tale
Predicted Path:   A Knight's Tale --[written_by]--> Brian Helgeland --[(INV) written_by]--> A Knight's Tale
Path (Raw):       A Knight's Tale --[No Operation]--> A Knight's Tale --[written_by]--> Brian Helgeland --[(INV) written_by]--> A Knight's Tale
Neg LogProb(↓):   0.875882
Path Entropy(↓):  1.741661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of age of the dragons
Start Entity:     Age of the Dragons
Gold Answer:      [['Richard Basehart', 'Guillaume Depardieu', 'Crispin Glover', 'David Paymer', 'Catherine Deneuve', 'Robert Ryan', 'Peter Ustinov', 'Gregory Peck', 'Leo Genn', 'Yekaterina Golubeva']]
Predicted Ans:    Danny Glover
Predicted Path:   Age of the Dragons --[written_by]--> Herman Melville --[(INV) written_by]--> Age of the Dragons --[starred_actors]--> Danny Glover
Path (Raw):       Age of the Dragons --[written_by]--> Herman Melville --[(INV) written_by]--> Age of the Dragons --[starred_actors]--> Danny Glover
Neg LogProb(↓):   0.014019
Path Entropy(↓):  0.080808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in dear wendy
Start Entity:     Dear Wendy
Gold Answer:      [['Music', 'Drama', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Adventure
Predicted Path:   Dear Wendy --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Adventures of Tintin --[has_genre]--> Adventure
Path (Raw):       Dear Wendy --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Adventures of Tintin --[has_genre]--> Adventure
Neg LogProb(↓):   0.814489
Path Entropy(↓):  1.585707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for swimming to cambodia
Start Entity:     Swimming to Cambodia
Gold Answer:      [['Spalding Gray']]
Predicted Ans:    Spalding Gray
Predicted Path:   Swimming to Cambodia --[written_by]--> Spalding Gray --[(INV) written_by]--> Gray's Anatomy --[written_by]--> Spalding Gray
Path (Raw):       Swimming to Cambodia --[written_by]--> Spalding Gray --[(INV) written_by]--> Gray's Anatomy --[written_by]--> Spalding Gray
Neg LogProb(↓):   0.252479
Path Entropy(↓):  0.544924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by franco zeffirelli
Start Entity:     Franco Zeffirelli
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'George Cukor', 'Delbert Mann', 'Tony Richardson', 'Kenneth Branagh', 'Laurence Olivier', 'Grigori Kozintsev', 'Cary Fukunaga', 'Robert Stevenson']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Franco Zeffirelli --[(INV) directed_by]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       Franco Zeffirelli --[No Operation]--> Franco Zeffirelli --[(INV) directed_by]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.160925
Path Entropy(↓):  0.632307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did michael mohan direct
Start Entity:     Michael Mohan
Gold Answer:      [['Save the Date']]
Predicted Ans:    Save the Date
Predicted Path:   Michael Mohan --[(INV) directed_by]--> Save the Date --[directed_by]--> Michael Mohan --[(INV) directed_by]--> Save the Date
Path (Raw):       Michael Mohan --[(INV) directed_by]--> Save the Date --[directed_by]--> Michael Mohan --[(INV) directed_by]--> Save the Date
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed beach red
Start Entity:     Beach Red
Gold Answer:      [['1970']]
Predicted Ans:    1967
Predicted Path:   Beach Red --[directed_by]--> Cornel Wilde --[(INV) directed_by]--> Beach Red --[release_year]--> 1967
Path (Raw):       Beach Red --[directed_by]--> Cornel Wilde --[(INV) directed_by]--> Beach Red --[release_year]--> 1967
Neg LogProb(↓):   0.008077
Path Entropy(↓):  0.052223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the film the diary of a chambermaid
Start Entity:     The Diary of a Chambermaid
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   The Diary of a Chambermaid --[release_year]--> 1946 --[(INV) release_year]--> My Darling Clementine --[release_year]--> 1946
Path (Raw):       The Diary of a Chambermaid --[release_year]--> 1946 --[(INV) release_year]--> My Darling Clementine --[release_year]--> 1946
Neg LogProb(↓):   2.343291
Path Entropy(↓):  3.386835
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does alice joyce star in
Start Entity:     Alice Joyce
Gold Answer:      [['The Squall']]
Predicted Ans:    Platinum Blonde
Predicted Path:   Alice Joyce --[(INV) starred_actors]--> The Squall --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Path (Raw):       Alice Joyce --[(INV) starred_actors]--> The Squall --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Neg LogProb(↓):   0.052411
Path Entropy(↓):  0.271839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the cat o'nine tails also directed which films
Start Entity:     The Cat o' Nine Tails
Gold Answer:      [['Opera', 'Deep Red', 'Four Flies on Grey Velvet', 'Suspiria', 'Phenomena', 'The Bird with the Crystal Plumage', 'Giallo', 'Trauma', 'Dracula 3D', 'Two Evil Eyes', 'The Stendhal Syndrome', 'Inferno', 'The Card Player', 'Do You Like Hitchcock?']]
Predicted Ans:    Opera
Predicted Path:   The Cat o' Nine Tails --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera
Path (Raw):       The Cat o' Nine Tails --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[No Operation]--> Opera
Neg LogProb(↓):   0.586566
Path Entropy(↓):  1.582234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote angel - a
Start Entity:     Angel-A
Gold Answer:      [['Camille Delamarre', 'McG', 'Gérard Krawczyk', 'Tim Story', 'Chris Nahon', 'Glenn Jordan', 'Pierre Morel', 'James Mather', 'Ettore Scola', 'Gérard Pirès', 'Luc Besson', 'Olivier Megaton', 'Espen Sandberg', 'Joachim Rønning', 'Louis Leterrier', 'Corey Yuen', 'John Badham']]
Predicted Ans:    Luc Besson
Predicted Path:   Angel-A --[written_by]--> Luc Besson --[(INV) written_by]--> The Family --[directed_by]--> Luc Besson
Path (Raw):       Angel-A --[written_by]--> Luc Besson --[(INV) written_by]--> The Family --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.823270
Path Entropy(↓):  1.734850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the le boucher director
Start Entity:     Le Boucher
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Le Boucher --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Wedding in Blood --[has_genre]--> Thriller
Path (Raw):       Le Boucher --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Wedding in Blood --[has_genre]--> Thriller
Neg LogProb(↓):   0.345540
Path Entropy(↓):  0.840254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the messenger in
Start Entity:     The Messenger
Gold Answer:      [['Spanish', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   The Messenger --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       The Messenger --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.003013
Path Entropy(↓):  0.023993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the twelve chairs
Start Entity:     The Twelve Chairs
Gold Answer:      [['Mel Brooks']]
Predicted Ans:    Mel Brooks
Predicted Path:   The Twelve Chairs --[directed_by]--> Mel Brooks --[(INV) directed_by]--> The Twelve Chairs --[directed_by]--> Mel Brooks
Path (Raw):       The Twelve Chairs --[directed_by]--> Mel Brooks --[(INV) directed_by]--> The Twelve Chairs --[directed_by]--> Mel Brooks
Neg LogProb(↓):   0.295565
Path Entropy(↓):  0.693215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote bad influence
Start Entity:     Bad Influence
Gold Answer:      [['David Koepp']]
Predicted Ans:    David Koepp
Predicted Path:   Bad Influence --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[written_by]--> David Koepp
Path (Raw):       Bad Influence --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[written_by]--> David Koepp
Neg LogProb(↓):   0.106216
Path Entropy(↓):  0.326990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote fantastic mr. fox
Start Entity:     Fantastic Mr. Fox
Gold Answer:      [['1968', '1998', '1966', '2001', '1990', '2005', '2004', '1996', '2014', '1967', '2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Fantastic Mr. Fox --[written_by]--> Wes Anderson --[(INV) written_by]--> The Darjeeling Limited --[release_year]--> 2007
Path (Raw):       Fantastic Mr. Fox --[written_by]--> Wes Anderson --[(INV) written_by]--> The Darjeeling Limited --[release_year]--> 2007
Neg LogProb(↓):   1.684282
Path Entropy(↓):  2.410633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the impostors
Start Entity:     The Impostors
Gold Answer:      [['Stanley Tucci']]
Predicted Ans:    Stanley Tucci
Predicted Path:   The Impostors --[written_by]--> Stanley Tucci --[(INV) written_by]--> The Impostors --[written_by]--> Stanley Tucci
Path (Raw):       The Impostors --[written_by]--> Stanley Tucci --[(INV) written_by]--> The Impostors --[written_by]--> Stanley Tucci
Neg LogProb(↓):   0.000348
Path Entropy(↓):  0.003125
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of curious george
Start Entity:     Curious George
Gold Answer:      [['Mike Epps', 'Joel McHale']]
Predicted Ans:    Will Ferrell
Predicted Path:   Curious George --[directed_by]--> Matthew O'Callaghan --[(INV) directed_by]--> Curious George --[starred_actors]--> Will Ferrell
Path (Raw):       Curious George --[directed_by]--> Matthew O'Callaghan --[(INV) directed_by]--> Curious George --[starred_actors]--> Will Ferrell
Neg LogProb(↓):   0.016876
Path Entropy(↓):  0.091066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor gwenaelle simon co - starred with who
Start Entity:     Gwenaëlle Simon
Gold Answer:      [['Melvil Poupaud', 'Amanda Langlet']]
Predicted Ans:    Gwenaëlle Simon
Predicted Path:   Gwenaëlle Simon --[(INV) starred_actors]--> A Summer's Tale --[starred_actors]--> Gwenaëlle Simon
Path (Raw):       Gwenaëlle Simon --[No Operation]--> Gwenaëlle Simon --[(INV) starred_actors]--> A Summer's Tale --[starred_actors]--> Gwenaëlle Simon
Neg LogProb(↓):   0.000451
Path Entropy(↓):  0.004062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Steve purcell was the director on which movies
Start Entity:     Steve Purcell
Gold Answer:      [['Brave']]
Predicted Ans:    Brave
Predicted Path:   Steve Purcell --[(INV) directed_by]--> Brave --[directed_by]--> Steve Purcell --[(INV) directed_by]--> Brave
Path (Raw):       Steve Purcell --[(INV) directed_by]--> Brave --[directed_by]--> Steve Purcell --[(INV) directed_by]--> Brave
Neg LogProb(↓):   0.437675
Path Entropy(↓):  0.859797
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of wisdom
Start Entity:     Wisdom
Gold Answer:      [['That Was Then... This Is Now', 'The Way', 'Men at Work', 'Bobby']]
Predicted Ans:    That Was Then... This Is Now
Predicted Path:   Wisdom --[written_by]--> Emilio Estevez --[(INV) written_by]--> That Was Then... This Is Now
Path (Raw):       Wisdom --[written_by]--> Emilio Estevez --[(INV) written_by]--> That Was Then... This Is Now --[No Operation]--> That Was Then... This Is Now
Neg LogProb(↓):   0.133041
Path Entropy(↓):  0.579837
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie paprika
Start Entity:     Paprika
Gold Answer:      [['2001', '2006', '2003']]
Predicted Ans:    2006
Predicted Path:   Paprika --[written_by]--> Yasutaka Tsutsui --[(INV) written_by]--> The Girl Who Leapt Through Time --[release_year]--> 2006
Path (Raw):       Paprika --[written_by]--> Yasutaka Tsutsui --[(INV) written_by]--> The Girl Who Leapt Through Time --[release_year]--> 2006
Neg LogProb(↓):   0.016655
Path Entropy(↓):  0.094861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of timeline
Start Entity:     Timeline
Gold Answer:      [['Assassins', '16 Blocks', 'Ladyhawke', 'Superman II', 'Lola', 'The Goonies', 'Lethal Weapon 3', 'Lethal Weapon', 'Conspiracy Theory', 'Inside Moves', 'Lethal Weapon 2', 'Superman', 'Radio Flyer', 'Lethal Weapon 4', 'Maverick', 'Scrooged', 'The Omen', 'The Toy']]
Predicted Ans:    The Toy
Predicted Path:   Timeline --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy
Path (Raw):       Timeline --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[No Operation]--> The Toy
Neg LogProb(↓):   0.046448
Path Entropy(↓):  0.247078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by robert schwentke were written by who
Start Entity:     Robert Schwentke
Gold Answer:      [['Peter M. Lenkov', 'Audrey Niffenegger']]
Predicted Ans:    Peter M. Lenkov
Predicted Path:   Robert Schwentke --[(INV) directed_by]--> R.I.P.D. --[written_by]--> Peter M. Lenkov
Path (Raw):       Robert Schwentke --[No Operation]--> Robert Schwentke --[(INV) directed_by]--> R.I.P.D. --[written_by]--> Peter M. Lenkov
Neg LogProb(↓):   0.359896
Path Entropy(↓):  0.643809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by rebecca romijn
Start Entity:     Rebecca Romijn
Gold Answer:      [['John McTiernan', 'Norman Jewison', 'Mark Mori', 'Brian De Palma', 'Mike Binder']]
Predicted Ans:    Brian De Palma
Predicted Path:   Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[directed_by]--> Brian De Palma
Path (Raw):       Rebecca Romijn --[No Operation]--> Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[directed_by]--> Brian De Palma
Neg LogProb(↓):   0.002688
Path Entropy(↓):  0.019428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor walter slezak co - starred with who
Start Entity:     Walter Slezak
Gold Answer:      [['Judy Garland', 'Claire Trevor', 'Lawrence Tierney', 'Cary Grant', 'Tallulah Bankhead', 'Ginger Rogers', 'Mark Lester', 'Binnie Barnes', 'Uschi Glas', 'William Bendix', 'Mary Anderson', 'Paul Henreid', 'Sean Bean', 'Barbara Bates', 'Gladys Cooper', 'David Thewlis', 'Elsa Lanchester', 'Danny Kaye', 'John Garfield', 'Gene Kelly', 'Alan Cumming', "Maureen O'Hara"]]
Predicted Ans:    Cary Grant
Predicted Path:   Walter Slezak --[(INV) starred_actors]--> Once Upon a Honeymoon --[starred_actors]--> Cary Grant
Path (Raw):       Walter Slezak --[No Operation]--> Walter Slezak --[(INV) starred_actors]--> Once Upon a Honeymoon --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.004824
Path Entropy(↓):  0.034453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer larry beinhart
Start Entity:     Larry Beinhart
Gold Answer:      [['Dustin Hoffman', 'Denis Leary', 'Robert De Niro', 'Anne Heche']]
Predicted Ans:    Robert De Niro
Predicted Path:   Larry Beinhart --[(INV) written_by]--> Wag the Dog --[starred_actors]--> Robert De Niro
Path (Raw):       Larry Beinhart --[No Operation]--> Larry Beinhart --[(INV) written_by]--> Wag the Dog --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.653065
Path Entropy(↓):  0.708400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of zero hour!
Start Entity:     Zero Hour!
Gold Answer:      [['Johnny Guitar', 'Crash Dive', 'The Asphalt Jungle', 'The Long Goodbye', 'Sealed Cargo', 'While the City Sleeps', 'Crime of Passion', 'A Letter to Three Wives', 'Terror in a Texas Town', 'The Best Years of Our Lives', 'Blood and Sand', 'The Star', 'The Killing', 'A Walk in the Sun', 'The Frozen Dead', 'Fallen Angel', 'Loving', 'Forever Amber', 'State Fair', 'A Carol for Another Christmas', 'It Happened Tomorrow', 'My Darling Clementine', 'The Ox-Bow Incident', 'Belle Starr', 'Madison Avenue', 'Buffalo Bill', 'Unfaithfully Yours', 'Suddenly', 'No Way Out', 'My Foolish Heart', 'Beyond a Reasonable Doubt', 'Battle of the Bulge', 'Where the Sidewalk Ends', 'Laura', 'Daisy Kenyon', 'The North Star', 'The Crowded Sky', 'Wing and a Prayer', 'The Mark of Zorro']]
Predicted Ans:    Beyond a Reasonable Doubt
Predicted Path:   Zero Hour! --[starred_actors]--> Dana Andrews --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Path (Raw):       Zero Hour! --[starred_actors]--> Dana Andrews --[No Operation]--> Dana Andrews --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Neg LogProb(↓):   0.442797
Path Entropy(↓):  1.447016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by hell drivers writers release
Start Entity:     Hell Drivers
Gold Answer:      [['1979', '1964', '2013']]
Predicted Ans:    1964
Predicted Path:   Hell Drivers --[written_by]--> Cy Endfield --[(INV) written_by]--> Zulu --[release_year]--> 1964
Path (Raw):       Hell Drivers --[written_by]--> Cy Endfield --[(INV) written_by]--> Zulu --[release_year]--> 1964
Neg LogProb(↓):   0.650106
Path Entropy(↓):  1.067766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with feast fall under
Start Entity:     Feast
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Feast --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[has_genre]--> Thriller
Path (Raw):       Feast --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[has_genre]--> Thriller
Neg LogProb(↓):   1.230932
Path Entropy(↓):  1.666234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the talk of the town also starred in which movies
Start Entity:     The Talk of the Town
Gold Answer:      [['Kismet', 'Wings in the Dark', 'Big Brown Eyes', 'Destination Tokyo', 'Bringing Up Baby', 'The Toast of New York', 'The Devil to Pay!', 'Once Upon a Honeymoon', 'If I Were King', 'People Will Talk', 'His Girl Friday', 'The Plainsman', 'Holiday', 'Houseboat', 'Night and Day', 'A Lady Takes a Chance', 'The Awful Truth', 'Charade', 'Mr. Deeds Goes to Town', 'I Was a Male War Bride', 'To Catch a Thief', 'The White Sister', 'Too Many Husbands', 'The Late George Apley', 'Mr. Smith Goes to Washington', 'The Prisoner of Zenda', 'If You Could Only Cook', 'The Winning of Barbara Worth', "I'm No Angel", 'The More the Merrier', 'Hot Saturday', "The Bishop's Wife", 'Kiss Them for Me', 'The Devil and Miss Jones', 'Easy Living', 'Indiscreet', 'A Double Life', 'Champagne for Caesar', 'Every Girl Should Be Married', 'Notorious', "You Can't Take It With You", 'The Howards of Virginia', 'The Eagle and the Hawk', 'Mr. Blandings Builds His Dream House', 'Room for One More', 'Dream Wife', 'Father Goose', 'Blonde Venus', 'Topper', 'A Foreign Affair', 'The Grass Is Greener', 'In Name Only', 'Operation Petticoat', 'Kiss and Make-Up', 'An Affair to Remember', 'Suspicion', 'North by Northwest', 'Arsenic and Old Lace', 'Monkey Business', 'The Bachelor and the Bobby-Soxer', 'History Is Made at Night', 'Crisis', 'Suzy', 'Shane', 'A Tale of Two Cities', 'The Pride and the Passion', 'That Touch of Mink', 'Gunga Din', 'Only Angels Have Wings', 'Mr. Lucky', 'Raffles', 'The Philadelphia Story', 'Random Harvest', 'Born to Be Bad', 'Kiki', 'Sylvia Scarlett', 'Arizona', 'Penny Serenade', 'She Done Him Wrong', "The Whole Town's Talking", 'My Favorite Wife']]
Predicted Ans:    I Was a Male War Bride
Predicted Path:   The Talk of the Town --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride
Path (Raw):       The Talk of the Town --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride
Neg LogProb(↓):   1.535329
Path Entropy(↓):  2.327378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with and now my love fall under
Start Entity:     And Now My Love
Gold Answer:      [['Drama', 'Musical', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   And Now My Love --[written_by]--> Claude Lelouch --[(INV) written_by]--> Happy New Year --[has_genre]--> Comedy
Path (Raw):       And Now My Love --[written_by]--> Claude Lelouch --[(INV) written_by]--> Happy New Year --[has_genre]--> Comedy
Neg LogProb(↓):   0.745704
Path Entropy(↓):  0.917911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by robert harling were in which genres
Start Entity:     Robert Harling
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Harling --[(INV) written_by]--> Soapdish --[has_genre]--> Comedy
Path (Raw):       Robert Harling --[No Operation]--> Robert Harling --[(INV) written_by]--> Soapdish --[has_genre]--> Comedy
Neg LogProb(↓):   0.434694
Path Entropy(↓):  0.853357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of esther williams starred movies
Start Entity:     Esther Williams
Gold Answer:      [['Gene Kelly', 'Robert E. Sherwood', 'Everett Freeman']]
Predicted Ans:    Robert E. Sherwood
Predicted Path:   Esther Williams --[(INV) starred_actors]--> Jupiter's Darling --[written_by]--> Robert E. Sherwood
Path (Raw):       Esther Williams --[No Operation]--> Esther Williams --[(INV) starred_actors]--> Jupiter's Darling --[written_by]--> Robert E. Sherwood
Neg LogProb(↓):   0.283383
Path Entropy(↓):  0.679833
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with pope joan in
Start Entity:     Pope Joan
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Pope Joan --[directed_by]--> Sönke Wortmann --[(INV) directed_by]--> The Miracle of Bern --[in_language]--> German
Path (Raw):       Pope Joan --[directed_by]--> Sönke Wortmann --[(INV) directed_by]--> The Miracle of Bern --[in_language]--> German
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by appalachia
Start Entity:     appalachia
Gold Answer:      [['Songcatcher']]
Predicted Ans:    Songcatcher
Predicted Path:   appalachia --[(INV) has_tags]--> Songcatcher --[has_tags]--> appalachia --[(INV) has_tags]--> Songcatcher
Path (Raw):       appalachia --[(INV) has_tags]--> Songcatcher --[has_tags]--> appalachia --[(INV) has_tags]--> Songcatcher
Neg LogProb(↓):   0.000790
Path Entropy(↓):  0.006427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by ben karlin
Start Entity:     Ben Karlin
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Ben Karlin --[(INV) written_by]--> A.C.O.D. --[release_year]--> 2013
Path (Raw):       Ben Karlin --[No Operation]--> Ben Karlin --[(INV) written_by]--> A.C.O.D. --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the great flamarion
Start Entity:     The Great Flamarion
Gold Answer:      [['Anthony Mann']]
Predicted Ans:    Anthony Mann
Predicted Path:   The Great Flamarion --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       The Great Flamarion --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.328266
Path Entropy(↓):  0.979960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in kabul express
Start Entity:     Kabul Express
Gold Answer:      [['Hindi', 'Urdu']]
Predicted Ans:    Hindi
Predicted Path:   Kabul Express --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Kabul Express --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.502969
Path Entropy(↓):  1.329815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the people vs. larry flynt
Start Entity:     The People vs. Larry Flynt
Gold Answer:      [['Edward Norton', 'Courtney Love', 'Woody Harrelson']]
Predicted Ans:    Edward Norton
Predicted Path:   The People vs. Larry Flynt --[starred_actors]--> Edward Norton --[(INV) starred_actors]--> Everyone Says I Love You --[starred_actors]--> Edward Norton
Path (Raw):       The People vs. Larry Flynt --[starred_actors]--> Edward Norton --[(INV) starred_actors]--> Everyone Says I Love You --[starred_actors]--> Edward Norton
Neg LogProb(↓):   0.779957
Path Entropy(↓):  1.398172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film night and day
Start Entity:     Night and Day
Gold Answer:      [['Charles Hoffman', 'Leo Townsend', 'William Bowers']]
Predicted Ans:    Frank Ryan
Predicted Path:   Night and Day --[written_by]--> Leo Townsend --[(INV) written_by]--> Can't Help Singing --[written_by]--> Frank Ryan
Path (Raw):       Night and Day --[written_by]--> Leo Townsend --[(INV) written_by]--> Can't Help Singing --[written_by]--> Frank Ryan
Neg LogProb(↓):   0.803467
Path Entropy(↓):  1.398143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by this land is mine actors release
Start Entity:     This Land Is Mine
Gold Answer:      [['1954', '1944', '1959', '1936', '1967', '1935', '1941', '1998', '1963', '1939', '2009', '1957', '1951', '1982', '1953', '1947', '1932', '1994', '1956', '1943', '1995', '1948', '1942', '1940', '1938', '1996', '2012', '1961', '1955', '1962', '1934', '1949', '1966', '1950', '1960', '1991', '1927', '1945', '1952', '1958']]
Predicted Ans:    1950
Predicted Path:   This Land Is Mine --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> Rio Grande --[release_year]--> 1950
Path (Raw):       This Land Is Mine --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> Rio Grande --[release_year]--> 1950
Neg LogProb(↓):   1.949230
Path Entropy(↓):  3.385436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of paul simon written films
Start Entity:     Paul Simon
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Paul Simon --[(INV) written_by]--> One-Trick Pony --[release_year]--> 1980
Path (Raw):       Paul Simon --[No Operation]--> Paul Simon --[(INV) written_by]--> One-Trick Pony --[release_year]--> 1980
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by bernard rose
Start Entity:     Bernard Rose
Gold Answer:      [['Clarence Brown', 'Joe Wright']]
Predicted Ans:    Clarence Brown
Predicted Path:   Bernard Rose --[(INV) directed_by]--> Anna Karenina --[directed_by]--> Clarence Brown
Path (Raw):       Bernard Rose --[No Operation]--> Bernard Rose --[(INV) directed_by]--> Anna Karenina --[directed_by]--> Clarence Brown
Neg LogProb(↓):   1.182039
Path Entropy(↓):  2.466247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film son of godzilla
Start Entity:     Son of Godzilla
Gold Answer:      [['Terry Rossio', 'Max Borenstein', 'Roland Emmerich', 'Ted Elliott', 'Dean Devlin']]
Predicted Ans:    Terry Rossio
Predicted Path:   Son of Godzilla --[starred_actors]--> Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Path (Raw):       Son of Godzilla --[starred_actors]--> Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Neg LogProb(↓):   0.323126
Path Entropy(↓):  0.877280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed 71 fragments of a chronology of chance
Start Entity:     71 Fragments of a Chronology of Chance
Gold Answer:      [['Tim Roth', 'Stephen Curry', 'Anne Tenney', 'Naomi Watts', 'Michael Pitt', 'Brady Corbet', 'Ulrich Mühe', 'Michael Caton', 'Emmanuelle Riva', 'Benoît Magimel', 'Isabelle Huppert', 'Arno Frisch', 'Angela Winkler']]
Predicted Ans:    Stephen Curry
Predicted Path:   71 Fragments of a Chronology of Chance --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[starred_actors]--> Stephen Curry
Path (Raw):       71 Fragments of a Chronology of Chance --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[starred_actors]--> Stephen Curry
Neg LogProb(↓):   0.335719
Path Entropy(↓):  1.070772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the my chauffeur director release
Start Entity:     My Chauffeur
Gold Answer:      [['1991']]
Predicted Ans:    1986
Predicted Path:   My Chauffeur --[directed_by]--> David Beaird --[(INV) directed_by]--> My Chauffeur --[release_year]--> 1986
Path (Raw):       My Chauffeur --[directed_by]--> David Beaird --[(INV) directed_by]--> My Chauffeur --[release_year]--> 1986
Neg LogProb(↓):   0.219657
Path Entropy(↓):  0.496507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by andy byatt in
Start Entity:     Andy Byatt
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Andy Byatt --[(INV) directed_by]--> Deep Blue --[has_genre]--> Documentary
Path (Raw):       Andy Byatt --[No Operation]--> Andy Byatt --[(INV) directed_by]--> Deep Blue --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of eugenia yuan starred movies
Start Entity:     Eugenia Yuan
Gold Answer:      [['Steve Barron']]
Predicted Ans:    Steve Barron
Predicted Path:   Eugenia Yuan --[(INV) starred_actors]--> Choking Man --[directed_by]--> Steve Barron
Path (Raw):       Eugenia Yuan --[No Operation]--> Eugenia Yuan --[(INV) starred_actors]--> Choking Man --[directed_by]--> Steve Barron
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Romero, when was it released
Start Entity:     Romero
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Romero --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Path (Raw):       Romero --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Neg LogProb(↓):   2.961917
Path Entropy(↓):  4.505877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with youth in revolt fall under
Start Entity:     Youth in Revolt
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Youth in Revolt --[starred_actors]--> Michael Cera --[(INV) starred_actors]--> Paper Heart --[has_genre]--> Comedy
Path (Raw):       Youth in Revolt --[starred_actors]--> Michael Cera --[(INV) starred_actors]--> Paper Heart --[has_genre]--> Comedy
Neg LogProb(↓):   0.078367
Path Entropy(↓):  0.330975
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film first blood were in which genres
Start Entity:     First Blood
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller', 'Romance']]
Predicted Ans:    Action
Predicted Path:   First Blood --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Path (Raw):       First Blood --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Neg LogProb(↓):   0.601476
Path Entropy(↓):  1.315841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the conjuring
Start Entity:     The Conjuring
Gold Answer:      [['Romanian', 'Polish', 'Italian']]
Predicted Ans:    james wan
Predicted Path:   The Conjuring --[starred_actors]--> Patrick Wilson --[(INV) starred_actors]--> Insidious --[has_tags]--> james wan
Path (Raw):       The Conjuring --[starred_actors]--> Patrick Wilson --[(INV) starred_actors]--> Insidious --[has_tags]--> james wan
Neg LogProb(↓):   0.890781
Path Entropy(↓):  1.057992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film apache territory
Start Entity:     Apache Territory
Gold Answer:      [['Kevin Connor', 'Walter Lang', 'William F. Claxton', 'Henry Koster']]
Predicted Ans:    Walter Lang
Predicted Path:   Apache Territory --[starred_actors]--> Rory Calhoun --[(INV) starred_actors]--> With a Song in My Heart --[directed_by]--> Walter Lang
Path (Raw):       Apache Territory --[starred_actors]--> Rory Calhoun --[(INV) starred_actors]--> With a Song in My Heart --[directed_by]--> Walter Lang
Neg LogProb(↓):   0.008258
Path Entropy(↓):  0.055037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does mario machado act in
Start Entity:     Mario Machado
Gold Answer:      [['RoboCop 3']]
Predicted Ans:    Safe
Predicted Path:   Mario Machado --[(INV) starred_actors]--> RoboCop 3 --[starred_actors]--> Robert John Burke --[(INV) starred_actors]--> Safe
Path (Raw):       Mario Machado --[(INV) starred_actors]--> RoboCop 3 --[starred_actors]--> Robert John Burke --[(INV) starred_actors]--> Safe
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director for computer chess
Start Entity:     Computer Chess
Gold Answer:      [['Andrew Bujalski']]
Predicted Ans:    Andrew Bujalski
Predicted Path:   Computer Chess --[directed_by]--> Andrew Bujalski --[(INV) directed_by]--> Beeswax --[directed_by]--> Andrew Bujalski
Path (Raw):       Computer Chess --[directed_by]--> Andrew Bujalski --[(INV) directed_by]--> Beeswax --[directed_by]--> Andrew Bujalski
Neg LogProb(↓):   0.374955
Path Entropy(↓):  0.774018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film a special day were in which languages
Start Entity:     A Special Day
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   A Special Day --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[in_language]--> Italian
Path (Raw):       A Special Day --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[in_language]--> Italian
Neg LogProb(↓):   0.527513
Path Entropy(↓):  1.386898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed saving mr. banks
Start Entity:     Saving Mr. Banks
Gold Answer:      [['Sport', 'Drama', 'War', 'Action', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Saving Mr. Banks --[directed_by]--> John Lee Hancock --[(INV) directed_by]--> Saving Mr. Banks --[has_genre]--> Drama
Path (Raw):       Saving Mr. Banks --[directed_by]--> John Lee Hancock --[(INV) directed_by]--> Saving Mr. Banks --[has_genre]--> Drama
Neg LogProb(↓):   0.862114
Path Entropy(↓):  1.398203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by jamie draven
Start Entity:     Jamie Draven
Gold Answer:      [['Lee Hall']]
Predicted Ans:    Lee Hall
Predicted Path:   Jamie Draven --[(INV) starred_actors]--> Billy Elliot --[written_by]--> Lee Hall
Path (Raw):       Jamie Draven --[No Operation]--> Jamie Draven --[(INV) starred_actors]--> Billy Elliot --[written_by]--> Lee Hall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by rudy ramos were directed by who
Start Entity:     Rudy Ramos
Gold Answer:      [['Thomas Michael Donnelly']]
Predicted Ans:    Thomas Michael Donnelly
Predicted Path:   Rudy Ramos --[(INV) starred_actors]--> Quicksilver --[directed_by]--> Thomas Michael Donnelly
Path (Raw):       Rudy Ramos --[No Operation]--> Rudy Ramos --[(INV) starred_actors]--> Quicksilver --[directed_by]--> Thomas Michael Donnelly
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by leonid andreyev release
Start Entity:     Leonid Andreyev
Gold Answer:      [['1924']]
Predicted Ans:    1924
Predicted Path:   Leonid Andreyev --[(INV) written_by]--> He Who Gets Slapped --[release_year]--> 1924
Path (Raw):       Leonid Andreyev --[No Operation]--> Leonid Andreyev --[(INV) written_by]--> He Who Gets Slapped --[release_year]--> 1924
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of never on sunday
Start Entity:     Never on Sunday
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Never on Sunday --[written_by]--> Jules Dassin --[(INV) written_by]--> Phaedra --[has_genre]--> Drama
Path (Raw):       Never on Sunday --[written_by]--> Jules Dassin --[(INV) written_by]--> Phaedra --[has_genre]--> Drama
Neg LogProb(↓):   0.433046
Path Entropy(↓):  0.649840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by vincente minnelli
Start Entity:     Vincente Minnelli
Gold Answer:      [['Home from the Hill', 'The Reluctant Debutante', 'Madame Bovary', 'Yolanda and the Thief', 'The Long, Long Trailer', 'Meet Me in St. Louis', 'On a Clear Day You Can See Forever', 'The Sandpiper', 'The Bad and the Beautiful', 'Designing Woman', 'Gigi', 'The Cobweb', 'Ziegfeld Follies', 'Tea and Sympathy', 'The Story of Three Loves', 'An American in Paris', 'Brigadoon', 'Father of the Bride', 'The Clock', 'Bells Are Ringing', 'Lust for Life', "The Courtship of Eddie's Father", 'Two Weeks in Another Town', "Father's Little Dividend", 'Some Came Running', 'Undercurrent']]
Predicted Ans:    An American in Paris
Predicted Path:   Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> An American in Paris
Path (Raw):       Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> An American in Paris
Neg LogProb(↓):   1.935628
Path Entropy(↓):  4.435072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by stefanie powers were in which genres
Start Entity:     Stefanie Powers
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Stefanie Powers --[(INV) starred_actors]--> Experiment in Terror --[has_genre]--> Thriller
Path (Raw):       Stefanie Powers --[No Operation]--> Stefanie Powers --[(INV) starred_actors]--> Experiment in Terror --[has_genre]--> Thriller
Neg LogProb(↓):   0.178104
Path Entropy(↓):  0.444847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of ennio de concini
Start Entity:     Ennio De Concini
Gold Answer:      [['Alfredo Giannetti', 'Thomas Harris', 'Nikolai Gogol', 'Pietro Germi', 'Mario Serandrei']]
Predicted Ans:    Thomas Harris
Predicted Path:   Ennio De Concini --[(INV) written_by]--> Black Sunday --[written_by]--> Thomas Harris
Path (Raw):       Ennio De Concini --[No Operation]--> Ennio De Concini --[(INV) written_by]--> Black Sunday --[written_by]--> Thomas Harris
Neg LogProb(↓):   0.419697
Path Entropy(↓):  0.817964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in a short film about killing
Start Entity:     A Short Film About Killing
Gold Answer:      [['Krzysztof Globisz', 'Jan Tesarz']]
Predicted Ans:    Olaf Lubaszenko
Predicted Path:   A Short Film About Killing --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Love --[starred_actors]--> Olaf Lubaszenko
Path (Raw):       A Short Film About Killing --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Love --[starred_actors]--> Olaf Lubaszenko
Neg LogProb(↓):   0.434255
Path Entropy(↓):  0.923626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of i want you was
Start Entity:     I Want You
Gold Answer:      [['Michael Winterbottom']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   I Want You --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Path (Raw):       I Want You --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Neg LogProb(↓):   0.373173
Path Entropy(↓):  0.956689
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by dogma actors
Start Entity:     Dogma
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dogma --[starred_actors]--> Bud Cort --[(INV) starred_actors]--> Electric Dreams --[has_genre]--> Comedy
Path (Raw):       Dogma --[starred_actors]--> Bud Cort --[(INV) starred_actors]--> Electric Dreams --[has_genre]--> Comedy
Neg LogProb(↓):   0.432990
Path Entropy(↓):  0.779543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with abby kohn
Start Entity:     Abby Kohn
Gold Answer:      [['Marc Silverstein', 'Katherine Fugate']]
Predicted Ans:    Abby Kohn
Predicted Path:   Abby Kohn --[(INV) written_by]--> Valentine's Day --[written_by]--> Abby Kohn
Path (Raw):       Abby Kohn --[No Operation]--> Abby Kohn --[(INV) written_by]--> Valentine's Day --[written_by]--> Abby Kohn
Neg LogProb(↓):   0.013390
Path Entropy(↓):  0.076945
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies acted by anne frank release
Start Entity:     Anne Frank
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Anne Frank --[(INV) starred_actors]--> Anne Frank Remembered --[release_year]--> 1995
Path (Raw):       Anne Frank --[No Operation]--> Anne Frank --[(INV) starred_actors]--> Anne Frank Remembered --[release_year]--> 1995
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the odessa file
Start Entity:     The Odessa File
Gold Answer:      [['N. Richard Nash', 'Waldo Salt', 'James Leo Herlihy', 'Pat Conroy', 'James Dickey', 'Al Schwartz', 'Djordje Milicevic', 'Edward Bunker', 'Louis Sachar', 'Nancy Dowd', 'Eugene Corr', 'Friedrich Dürrenmatt', 'David Marconi', "Gavin O'Connor", 'Sean Finegan', 'Gregg Maxwell Parker', 'Francis Ford Coppola', 'John Grisham', 'Robert C. Jones', 'Jon Voight', 'Maximilian Schell', 'Paul Zindel', 'Leonard Praskins', 'Wanda Tuchock', 'Akira Kurosawa', 'Frances Marion']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   The Odessa File --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> The Rainmaker --[written_by]--> Francis Ford Coppola
Path (Raw):       The Odessa File --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> The Rainmaker --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.984440
Path Entropy(↓):  1.872031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie hi, mom! released
Start Entity:     Hi, Mom!
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Hi, Mom! --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Path (Raw):       Hi, Mom! --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Neg LogProb(↓):   2.589448
Path Entropy(↓):  3.800989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie california split
Start Entity:     California Split
Gold Answer:      [['Arnold M. Stone', 'Raymond Carver', 'Frank Barhydt', 'Richard Hooker', 'Donald Freed', 'Robert Altman', 'Christopher Durang', 'Sam Shepard', 'Stewart Stern', 'Julian Fellowes', 'Garrison Keillor', 'David Rabe', 'Gillian Freeman', 'Peter Miles', 'Neve Campbell', 'John Grisham', 'Ring Lardner Jr.', 'Bob Balaban', 'Leigh Brackett', 'Raymond Chandler', 'Edward Anderson', 'Hank Searls', 'Michael Tolkin', 'Arthur Kopit']]
Predicted Ans:    Garrison Keillor
Predicted Path:   California Split --[directed_by]--> Robert Altman --[(INV) directed_by]--> A Prairie Home Companion --[written_by]--> Garrison Keillor
Path (Raw):       California Split --[directed_by]--> Robert Altman --[(INV) directed_by]--> A Prairie Home Companion --[written_by]--> Garrison Keillor
Neg LogProb(↓):   1.772251
Path Entropy(↓):  2.223669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did alexandre dumas pere write
Start Entity:     Alexandre Dumas père
Gold Answer:      [['The Count of Monte Cristo']]
Predicted Ans:    The Count of Monte Cristo
Predicted Path:   Alexandre Dumas père --[(INV) written_by]--> The Count of Monte Cristo --[written_by]--> Alexandre Dumas père --[(INV) written_by]--> The Count of Monte Cristo
Path (Raw):       Alexandre Dumas père --[(INV) written_by]--> The Count of Monte Cristo --[written_by]--> Alexandre Dumas père --[(INV) written_by]--> The Count of Monte Cristo
Neg LogProb(↓):   0.405270
Path Entropy(↓):  0.878633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie wild wild west are directed by who
Start Entity:     Wild Wild West
Gold Answer:      [['William Dieterle', 'Robert Young', 'Gabriele Muccino', 'Frank Coraci', 'Michael Mann', 'John Requa', 'Glenn Ficarra', 'Ivan Reitman', 'Richard Glatzer', 'David Silverman', 'Aleksi Mäkelä', 'Jorge Fons', 'Mariano Barroso', 'Michael Hoffman', 'Stuart Burge', 'Blake Edwards', 'Tony Scott', 'Alex Proyas', 'Rick Rosenthal', 'Jon Blair', 'Robert Altman', 'Roland Emmerich', 'Richard Benjamin', 'Robert Redford', 'Kenneth Branagh', 'Peter Medak', 'Jon Turteltaub', 'Michael Bay', 'Julie Taymor', 'Espen Sandberg', 'Lawrence Kasdan', 'Barry Sonnenfeld', 'Joachim Rønning', 'Max Reinhardt', 'Peter Berg', 'Mark Christopher', 'Charles Crichton', 'Andy Tennant', 'John Cleese', 'Chris Miller', 'John Hillcoat', 'Bryan Singer', 'Will Finn', 'Don Paul', 'Francis Lawrence', 'Ang Lee', 'Frank Pierson', 'Marco Kreuzpaintner', 'Fred Schepisi', 'Israel Horovitz', 'Paul Greengrass', 'Peter Hall', 'Simon Curtis', 'Adam Marcus', 'Oliver Parker', 'Robert Rodriguez', 'M. Night Shyamalan', "Pat O'Connor", 'Orson Welles', 'Alan J. Pakula']]
Predicted Ans:    William Dieterle
Predicted Path:   Wild Wild West --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       Wild Wild West --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   1.448906
Path Entropy(↓):  2.740994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed little caesar
Start Entity:     Little Caesar
Gold Answer:      [['Erwin S. Gelsey', 'Andrew Solt', 'Robert E. Sherwood', 'Sheridan Gibney', 'Robert Lord', 'John Twist', 'Richard L. Breen', 'Ralph Wheelwright', 'Hervey Allen', 'Byron Morgan', 'Ben Markson', 'Claudine West', 'Louis Weitzenkorn', 'George Froeschel', 'Ward Morehouse', 'James Seymour', 'Brown Holmes', 'Sonya Levien', 'Gypsy Rose Lee', 'Paul Osborn', 'Maxwell Anderson', 'Isobel Lennart', 'Ted W. Lawson', 'Robin Swicord', 'Hans Rameau', 'Joshua Logan', 'Eileen Bassing', 'Robert Bassing', 'Dalton Trumbo', 'Marcia Davenport', 'William March', 'David Boehm', 'Ward Greene', 'Max Catto', 'Everett Freeman', 'Louisa May Alcott', 'Sarah Y. Mason', 'Don Whitehead', 'Arthur Wimperis', 'Howard J. Green', 'Anita Loos', 'Leonard Spigelgass', 'Thomas Heggen', 'Victor Heerman', 'Avery Hopwood', 'James Hilton', 'Tom Reed', 'Arthur Laurents', 'John Lee Mahin', 'Henryk Sienkiewicz']]
Predicted Ans:    George Froeschel
Predicted Path:   Little Caesar --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Waterloo Bridge --[written_by]--> George Froeschel
Path (Raw):       Little Caesar --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Waterloo Bridge --[written_by]--> George Froeschel
Neg LogProb(↓):   0.814469
Path Entropy(↓):  2.447344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the madagascar penguins in a christmas caper
Start Entity:     The Madagascar Penguins in a Christmas Caper
Gold Answer:      [['Estella Warren', 'Rhett Giles', 'Victor Parascos', 'Cameron Diaz', 'Robby Benson', 'Anthony Quinn', 'Eddie Murphy', "Paige O'Hara", 'Richard White', 'Demi Moore', 'Charles Laughton', 'Mike Myers', 'Tom Hulce', 'Jerry Orbach', 'Léa Seydoux', 'Jean Marais', 'Vincent Cassel', 'Jason Alexander', 'Gina Lollobrigida', 'Antonio Banderas', "Maureen O'Hara", 'Josette Day']]
Predicted Ans:    Vincent Cassel
Predicted Path:   The Madagascar Penguins in a Christmas Caper --[directed_by]--> Gary Trousdale --[(INV) directed_by]--> Beauty and the Beast --[starred_actors]--> Vincent Cassel
Path (Raw):       The Madagascar Penguins in a Christmas Caper --[directed_by]--> Gary Trousdale --[(INV) directed_by]--> Beauty and the Beast --[starred_actors]--> Vincent Cassel
Neg LogProb(↓):   0.031045
Path Entropy(↓):  0.202270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in glory road
Start Entity:     Glory Road
Gold Answer:      [['Derek Luke', 'Josh Lucas', 'Jon Voight']]
Predicted Ans:    Jon Voight
Predicted Path:   Glory Road --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Lookin' to Get Out --[starred_actors]--> Jon Voight
Path (Raw):       Glory Road --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Lookin' to Get Out --[starred_actors]--> Jon Voight
Neg LogProb(↓):   0.198377
Path Entropy(↓):  0.539138
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the clowns
Start Entity:     The Clowns
Gold Answer:      [['Federico Fellini']]
Predicted Ans:    Federico Fellini
Predicted Path:   The Clowns --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[written_by]--> Federico Fellini
Path (Raw):       The Clowns --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[written_by]--> Federico Fellini
Neg LogProb(↓):   1.102627
Path Entropy(↓):  1.653622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by robert walker released
Start Entity:     Robert Walker
Gold Answer:      [['1944', '1952', '1951', '1945']]
Predicted Ans:    1952
Predicted Path:   Robert Walker --[(INV) starred_actors]--> My Son John --[release_year]--> 1952
Path (Raw):       Robert Walker --[No Operation]--> Robert Walker --[(INV) starred_actors]--> My Son John --[release_year]--> 1952
Neg LogProb(↓):   0.532481
Path Entropy(↓):  1.156482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by eric valette
Start Entity:     Eric Valette
Gold Answer:      [['One Missed Call']]
Predicted Ans:    One Missed Call
Predicted Path:   Eric Valette --[(INV) directed_by]--> One Missed Call --[directed_by]--> Eric Valette --[(INV) directed_by]--> One Missed Call
Path (Raw):       Eric Valette --[(INV) directed_by]--> One Missed Call --[directed_by]--> Eric Valette --[(INV) directed_by]--> One Missed Call
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by yael abecassis release
Start Entity:     Yaël Abecassis
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Yaël Abecassis --[(INV) starred_actors]--> Alila --[release_year]--> 2003
Path (Raw):       Yaël Abecassis --[No Operation]--> Yaël Abecassis --[(INV) starred_actors]--> Alila --[release_year]--> 2003
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie 30 minutes or less
Start Entity:     30 Minutes or Less
Gold Answer:      [['Jesse Eisenberg', 'Danny McBride', 'Nick Swardson', 'Aziz Ansari']]
Predicted Ans:    Jesse Eisenberg
Predicted Path:   30 Minutes or Less --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> The Education of Charlie Banks --[starred_actors]--> Jesse Eisenberg
Path (Raw):       30 Minutes or Less --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> The Education of Charlie Banks --[starred_actors]--> Jesse Eisenberg
Neg LogProb(↓):   0.710161
Path Entropy(↓):  1.050265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of frogs
Start Entity:     Frogs
Gold Answer:      [['Sonny Bono']]
Predicted Ans:    George McCowan
Predicted Path:   Frogs --[directed_by]--> George McCowan --[(INV) directed_by]--> Frogs --[directed_by]--> George McCowan
Path (Raw):       Frogs --[directed_by]--> George McCowan --[(INV) directed_by]--> Frogs --[directed_by]--> George McCowan
Neg LogProb(↓):   0.004918
Path Entropy(↓):  0.030983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film 27 dresses were released in which years
Start Entity:     27 Dresses
Gold Answer:      [['2012', '2006', '2009']]
Predicted Ans:    2006
Predicted Path:   27 Dresses --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[release_year]--> 2006
Path (Raw):       27 Dresses --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[release_year]--> 2006
Neg LogProb(↓):   0.056756
Path Entropy(↓):  0.268496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the chorus released
Start Entity:     The Chorus
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   The Chorus --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Path (Raw):       The Chorus --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Neg LogProb(↓):   3.431709
Path Entropy(↓):  4.667526
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of milton moses ginsberg directed films
Start Entity:     Milton Moses Ginsberg
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Milton Moses Ginsberg --[(INV) directed_by]--> Coming Apart --[release_year]--> 1969
Path (Raw):       Milton Moses Ginsberg --[No Operation]--> Milton Moses Ginsberg --[(INV) directed_by]--> Coming Apart --[release_year]--> 1969
Neg LogProb(↓):   0.001302
Path Entropy(↓):  0.009952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of madame sousatzka
Start Entity:     Madame Sousatzka
Gold Answer:      [['Johan Kling', 'James Ivory', 'John Schlesinger']]
Predicted Ans:    James Ivory
Predicted Path:   Madame Sousatzka --[written_by]--> Ruth Prawer Jhabvala --[(INV) written_by]--> Surviving Picasso --[directed_by]--> James Ivory
Path (Raw):       Madame Sousatzka --[written_by]--> Ruth Prawer Jhabvala --[(INV) written_by]--> Surviving Picasso --[directed_by]--> James Ivory
Neg LogProb(↓):   0.744796
Path Entropy(↓):  1.091067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie fay grim were in which languages
Start Entity:     Fay Grim
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Fay Grim --[directed_by]--> Hal Hartley --[(INV) directed_by]--> No Such Thing --[in_language]--> Icelandic
Path (Raw):       Fay Grim --[directed_by]--> Hal Hartley --[(INV) directed_by]--> No Such Thing --[in_language]--> Icelandic
Neg LogProb(↓):   0.027467
Path Entropy(↓):  0.143298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did placido domingo act in
Start Entity:     Plácido Domingo
Gold Answer:      [['Carmen', 'Otello']]
Predicted Ans:    Otello
Predicted Path:   Plácido Domingo --[(INV) starred_actors]--> Otello --[starred_actors]--> Katia Ricciarelli --[(INV) starred_actors]--> Otello
Path (Raw):       Plácido Domingo --[(INV) starred_actors]--> Otello --[starred_actors]--> Katia Ricciarelli --[(INV) starred_actors]--> Otello
Neg LogProb(↓):   0.637422
Path Entropy(↓):  0.750528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie elegy, when was it released
Start Entity:     Elegy
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Elegy --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Elegy --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.232327
Path Entropy(↓):  4.656295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the garage
Start Entity:     The Garage
Gold Answer:      [['Buster Keaton']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Garage --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[starred_actors]--> Buster Keaton
Path (Raw):       The Garage --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.208696
Path Entropy(↓):  0.560216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by andy serkis were in which genres
Start Entity:     Andy Serkis
Gold Answer:      [['Drama', 'Adventure', 'Animation', 'Thriller']]
Predicted Ans:    Adventure
Predicted Path:   Andy Serkis --[(INV) starred_actors]--> The Adventures of Tintin --[has_genre]--> Adventure
Path (Raw):       Andy Serkis --[No Operation]--> Andy Serkis --[(INV) starred_actors]--> The Adventures of Tintin --[has_genre]--> Adventure
Neg LogProb(↓):   0.420554
Path Entropy(↓):  0.972121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter sherwood king co - wrote films with who
Start Entity:     Sherwood King
Gold Answer:      [['Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   Sherwood King --[(INV) written_by]--> The Lady from Shanghai --[written_by]--> Orson Welles
Path (Raw):       Sherwood King --[No Operation]--> Sherwood King --[(INV) written_by]--> The Lady from Shanghai --[written_by]--> Orson Welles
Neg LogProb(↓):   0.000130
Path Entropy(↓):  0.001293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with 1941 fall under
Start Entity:     1941
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   1941 --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Used Cars --[has_genre]--> Comedy
Path (Raw):       1941 --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Used Cars --[has_genre]--> Comedy
Neg LogProb(↓):   0.036425
Path Entropy(↓):  0.179397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with see no evil, hear no evil fall under
Start Entity:     See No Evil, Hear No Evil
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   See No Evil, Hear No Evil --[written_by]--> Marvin Worth --[(INV) written_by]--> Boys' Night Out --[has_genre]--> Comedy
Path (Raw):       See No Evil, Hear No Evil --[written_by]--> Marvin Worth --[(INV) written_by]--> Boys' Night Out --[has_genre]--> Comedy
Neg LogProb(↓):   0.438305
Path Entropy(↓):  0.657906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director paul golding
Start Entity:     Paul Golding
Gold Answer:      [['Cliff De Young', 'Christina Milian', 'Ian Somerhalder', 'Roxanne Hart', 'Kristen Bell', 'Matthew Lawrence', 'Joseph Lawrence']]
Predicted Ans:    Kristen Bell
Predicted Path:   Paul Golding --[(INV) directed_by]--> Pulse --[starred_actors]--> Kristen Bell
Path (Raw):       Paul Golding --[No Operation]--> Paul Golding --[(INV) directed_by]--> Pulse --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.084801
Path Entropy(↓):  0.429574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of painted skin
Start Entity:     Painted Skin
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Painted Skin --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[has_genre]--> Action
Path (Raw):       Painted Skin --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[has_genre]--> Action
Neg LogProb(↓):   0.006293
Path Entropy(↓):  0.045651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film spaced invaders
Start Entity:     Spaced Invaders
Gold Answer:      [['Patrick Read Johnson']]
Predicted Ans:    Patrick Read Johnson
Predicted Path:   Spaced Invaders --[directed_by]--> Patrick Read Johnson --[(INV) directed_by]--> Spaced Invaders --[directed_by]--> Patrick Read Johnson
Path (Raw):       Spaced Invaders --[directed_by]--> Patrick Read Johnson --[(INV) directed_by]--> Spaced Invaders --[directed_by]--> Patrick Read Johnson
Neg LogProb(↓):   0.000519
Path Entropy(↓):  0.004454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of confessions of a dangerous mind
Start Entity:     Confessions of a Dangerous Mind
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Confessions of a Dangerous Mind --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Confessions of a Dangerous Mind --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.352239
Path Entropy(↓):  4.503135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the cheap detective actors release
Start Entity:     The Cheap Detective
Gold Answer:      [['1970', '2003', '2006', '1985', '1967', '1979', '1968', '1963', '2014', '1995', '1976', '2001', '2002', '1981', '1986', '1978', '2000', '1966', '1960', '1965', '1987', '1969']]
Predicted Ans:    2000
Predicted Path:   The Cheap Detective --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Path (Raw):       The Cheap Detective --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   1.053809
Path Entropy(↓):  1.989791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie ivanhoe released
Start Entity:     Ivanhoe
Gold Answer:      [['1982']]
Predicted Ans:    1952
Predicted Path:   Ivanhoe --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Path (Raw):       Ivanhoe --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Neg LogProb(↓):   1.788122
Path Entropy(↓):  3.254734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the screenwriter of wilson were directed by who
Start Entity:     Wilson
Gold Answer:      [['John Ford', 'Walter Lang', 'Irving Cummings', 'Henry King']]
Predicted Ans:    Henry King
Predicted Path:   Wilson --[written_by]--> Lamar Trotti --[(INV) written_by]--> Alexander's Ragtime Band --[directed_by]--> Henry King
Path (Raw):       Wilson --[written_by]--> Lamar Trotti --[(INV) written_by]--> Alexander's Ragtime Band --[directed_by]--> Henry King
Neg LogProb(↓):   0.372949
Path Entropy(↓):  0.848427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by away we go actors
Start Entity:     Away We Go
Gold Answer:      [['Gil Kenan', 'Nancy Meyers', 'Christopher Guest', 'Tim Burton', 'Ava DuVernay', 'George Clooney', 'Ken Kwapis', 'Mike Judge', 'Luke Greenfield', 'Jennifer Westfeldt', 'Henry Selick', 'Paul Feig', 'Stu Zicherman', 'Timo Tjahjanto', 'Arthur Hiller', 'Mike Mitchell', 'Mark Palansky']]
Predicted Ans:    Tim Burton
Predicted Path:   Away We Go --[starred_actors]--> Catherine O'Hara --[(INV) starred_actors]--> Frankenweenie --[directed_by]--> Tim Burton
Path (Raw):       Away We Go --[starred_actors]--> Catherine O'Hara --[(INV) starred_actors]--> Frankenweenie --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.204086
Path Entropy(↓):  0.725343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by dorothy parker
Start Entity:     Dorothy Parker
Gold Answer:      [['Nelson Eddy', 'Robert Cummings', 'Kris Kristofferson', 'Priscilla Lane', 'Adolphe Menjou', 'Fredric March', 'Judy Garland', 'Jean Harlow', 'Cary Grant', 'Janet Gaynor', 'May Robson', 'Jeanette MacDonald', 'James Mason', 'Franchot Tone', 'Barbra Streisand']]
Predicted Ans:    James Mason
Predicted Path:   Dorothy Parker --[(INV) written_by]--> A Star Is Born --[starred_actors]--> James Mason
Path (Raw):       Dorothy Parker --[No Operation]--> Dorothy Parker --[(INV) written_by]--> A Star Is Born --[starred_actors]--> James Mason
Neg LogProb(↓):   1.536075
Path Entropy(↓):  1.963161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by robert hardy
Start Entity:     Robert Hardy
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Hardy --[(INV) starred_actors]--> A Feast at Midnight --[has_genre]--> Comedy
Path (Raw):       Robert Hardy --[No Operation]--> Robert Hardy --[(INV) starred_actors]--> A Feast at Midnight --[has_genre]--> Comedy
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did bud abbott star in
Start Entity:     Bud Abbott
Gold Answer:      [['Abbott and Costello Meet the Killer, Boris Karloff', 'Abbott and Costello Meet the Invisible Man', 'Buck Privates']]
Predicted Ans:    Abbott and Costello Meet the Invisible Man
Predicted Path:   Bud Abbott --[(INV) starred_actors]--> Abbott and Costello Meet the Invisible Man --[starred_actors]--> Lou Costello --[(INV) starred_actors]--> Abbott and Costello Meet the Invisible Man
Path (Raw):       Bud Abbott --[(INV) starred_actors]--> Abbott and Costello Meet the Invisible Man --[starred_actors]--> Lou Costello --[(INV) starred_actors]--> Abbott and Costello Meet the Invisible Man
Neg LogProb(↓):   0.032671
Path Entropy(↓):  0.158321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by joan lindsay starred who
Start Entity:     Joan Lindsay
Gold Answer:      [['Rachel Roberts', 'Helen Morse', 'Vivean Gray']]
Predicted Ans:    Rachel Roberts
Predicted Path:   Joan Lindsay --[(INV) written_by]--> Picnic at Hanging Rock --[starred_actors]--> Rachel Roberts
Path (Raw):       Joan Lindsay --[No Operation]--> Joan Lindsay --[(INV) written_by]--> Picnic at Hanging Rock --[starred_actors]--> Rachel Roberts
Neg LogProb(↓):   0.000503
Path Entropy(↓):  0.004584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hector and the search for happiness were released in which years
Start Entity:     Hector and the Search for Happiness
Gold Answer:      [['2009', '2004', '2006', '2014', '2012', '2011', '2007']]
Predicted Ans:    2007
Predicted Path:   Hector and the Search for Happiness --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[release_year]--> 2007
Path (Raw):       Hector and the Search for Happiness --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[release_year]--> 2007
Neg LogProb(↓):   1.028329
Path Entropy(↓):  1.808009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed invasion u. s. a.
Start Entity:     Invasion U.S.A.
Gold Answer:      [['Joseph Zito']]
Predicted Ans:    Aaron Norris
Predicted Path:   Invasion U.S.A. --[written_by]--> Chuck Norris --[(INV) starred_actors]--> Forest Warrior --[directed_by]--> Aaron Norris
Path (Raw):       Invasion U.S.A. --[written_by]--> Chuck Norris --[(INV) starred_actors]--> Forest Warrior --[directed_by]--> Aaron Norris
Neg LogProb(↓):   0.708683
Path Entropy(↓):  1.374210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film did edmund gilligan write
Start Entity:     Edmund Gilligan
Gold Answer:      [['Sealed Cargo']]
Predicted Ans:    Sealed Cargo
Predicted Path:   Edmund Gilligan --[(INV) written_by]--> Sealed Cargo --[written_by]--> Edmund Gilligan --[(INV) written_by]--> Sealed Cargo
Path (Raw):       Edmund Gilligan --[(INV) written_by]--> Sealed Cargo --[written_by]--> Edmund Gilligan --[(INV) written_by]--> Sealed Cargo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of william campbell starred movies
Start Entity:     William Campbell
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   William Campbell --[(INV) starred_actors]--> Dementia 13 --[directed_by]--> Francis Ford Coppola
Path (Raw):       William Campbell --[No Operation]--> William Campbell --[(INV) starred_actors]--> Dementia 13 --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by crossfire trail screenwriters
Start Entity:     Crossfire Trail
Gold Answer:      [['War', 'Western']]
Predicted Ans:    Western
Predicted Path:   Crossfire Trail --[written_by]--> Louis L'Amour --[(INV) written_by]--> Shalako --[has_genre]--> Western
Path (Raw):       Crossfire Trail --[written_by]--> Louis L'Amour --[(INV) written_by]--> Shalako --[has_genre]--> Western
Neg LogProb(↓):   0.232904
Path Entropy(↓):  0.755360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of romeo and juliet
Start Entity:     Romeo and Juliet
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'William Dieterle', 'Paul Mazursky', 'Derek Jarman', 'Tim Blake Nelson', 'Franco Zeffirelli', 'Cary Fukunaga', 'Ralph Fiennes', 'Michael Hoffman', 'Stuart Burge', 'Richard Thorpe', 'Peter Greenaway', 'Kenneth Branagh', 'Roman Polanski', 'Grigori Kozintsev', 'Julie Taymor', 'Joss Whedon', 'Baz Luhrmann', 'Sidney Franklin', 'Max Reinhardt', 'Vishal Bhardwaj', 'Laurence Olivier', 'Alan Brown', 'Victor Fleming', 'Delbert Mann', 'Tony Richardson', 'Peter Hall', 'Oliver Parker', 'Orson Welles', 'Al Pacino', 'Uli Edel', 'Joseph L. Mankiewicz', 'Robert Stevenson']]
Predicted Ans:    Orson Welles
Predicted Path:   Romeo and Juliet --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Path (Raw):       Romeo and Juliet --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Neg LogProb(↓):   1.105022
Path Entropy(↓):  2.182137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films salvatore giuliano are written by who
Start Entity:     Salvatore Giuliano
Gold Answer:      [['Primo Levi', 'Tonino Guerra', 'Ludovic Halévy', 'Henri Meilhac', 'Francesco Rosi', 'Carlos Saura', 'Prosper Mérimée']]
Predicted Ans:    Francesco Rosi
Predicted Path:   Salvatore Giuliano --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[written_by]--> Francesco Rosi
Path (Raw):       Salvatore Giuliano --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[written_by]--> Francesco Rosi
Neg LogProb(↓):   0.849885
Path Entropy(↓):  1.582051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by jeffrey caine
Start Entity:     Jeffrey Caine
Gold Answer:      [['Hubert Koundé', 'Ralph Fiennes', 'Rachel Weisz', 'Danny Huston']]
Predicted Ans:    Ralph Fiennes
Predicted Path:   Jeffrey Caine --[(INV) written_by]--> The Constant Gardener --[starred_actors]--> Ralph Fiennes
Path (Raw):       Jeffrey Caine --[No Operation]--> Jeffrey Caine --[(INV) written_by]--> The Constant Gardener --[starred_actors]--> Ralph Fiennes
Neg LogProb(↓):   0.389455
Path Entropy(↓):  0.628810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter tengiz abuladze wrote films together with who
Start Entity:     Tengiz Abuladze
Gold Answer:      [['Philippe Caland']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   Tengiz Abuladze --[(INV) written_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Path (Raw):       Tengiz Abuladze --[No Operation]--> Tengiz Abuladze --[(INV) written_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.169245
Path Entropy(↓):  0.469181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films starred by actors in a man called peter
Start Entity:     A Man Called Peter
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   A Man Called Peter --[starred_actors]--> Richard Todd --[(INV) starred_actors]--> The Virgin Queen --[in_language]--> English
Path (Raw):       A Man Called Peter --[starred_actors]--> Richard Todd --[(INV) starred_actors]--> The Virgin Queen --[in_language]--> English
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.001045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote pacific rim
Start Entity:     Pacific Rim
Gold Answer:      [['Ron Perlman', 'Guy Pearce', 'Federico Luppi', 'Bailee Madison', 'Ivana Baquero', 'Katie Holmes']]
Predicted Ans:    Ron Perlman
Predicted Path:   Pacific Rim --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos --[starred_actors]--> Ron Perlman
Path (Raw):       Pacific Rim --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos --[starred_actors]--> Ron Perlman
Neg LogProb(↓):   0.000857
Path Entropy(↓):  0.007480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the man who knew too much
Start Entity:     The Man Who Knew Too Much
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1916', '1936', '2006', '1967', '1935', '1941', '1968', '1963', '1939', '1957', '1951', '1982', '1953', '1947', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1971', '2001', '1940', '1938', '1996', '1942', '2002', '2012', '1961', '1955', '1962', '1964', '1949', '1997', '1966', '1950', '1960', '1965', '1999', '1937', '1952', '1958']]
Predicted Ans:    1959
Predicted Path:   The Man Who Knew Too Much --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Path (Raw):       The Man Who Knew Too Much --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Neg LogProb(↓):   1.667617
Path Entropy(↓):  2.386724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film then she found me were in which genres
Start Entity:     Then She Found Me
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Then She Found Me --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Path (Raw):       Then She Found Me --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Neg LogProb(↓):   0.796067
Path Entropy(↓):  1.037769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with arabian nights were released in which years
Start Entity:     Arabian Nights
Gold Answer:      [['1962', '1968', '1963', '1988', '1964', '1975', '1972', '1971', '1966', '1961', '1967', '1969']]
Predicted Ans:    1988
Predicted Path:   Arabian Nights --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[release_year]--> 1988
Path (Raw):       Arabian Nights --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[release_year]--> 1988
Neg LogProb(↓):   1.089560
Path Entropy(↓):  2.308023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie son of the pink panther were released in which years
Start Entity:     Son of the Pink Panther
Gold Answer:      [['1970', '1959', '2006', '1979', '1984', '1977', '1968', '1963', '1982', '1983', '1972', '1971', '1989', '1981', '1961', '1962', '1988', '1964', '1960', '1991', '1965', '1987', '1986']]
Predicted Ans:    1970
Predicted Path:   Son of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Darling Lili --[release_year]--> 1970
Path (Raw):       Son of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Darling Lili --[release_year]--> 1970
Neg LogProb(↓):   1.513261
Path Entropy(↓):  2.196379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film sunflower are directed by who
Start Entity:     Sunflower
Gold Answer:      [['William Friedkin', 'John Madden', 'Bernardo Bertolucci', 'Clara Law', 'Tony Ayres', 'Steven Seagal', 'Henry King', 'Lewis Teague']]
Predicted Ans:    Henry King
Predicted Path:   Sunflower --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> The Sun Also Rises --[directed_by]--> Henry King
Path (Raw):       Sunflower --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> The Sun Also Rises --[directed_by]--> Henry King
Neg LogProb(↓):   0.019380
Path Entropy(↓):  0.119055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film little big soldier
Start Entity:     Little Big Soldier
Gold Answer:      [['Brett Ratner', 'James Glickenhaus', 'Kevin Donovan', 'Jackie Chan', 'Tom Dey', 'Rob Minkoff', 'Gordon Chan', 'Brian Levant', 'Michael Mann', 'Benny Chan', 'Vincent Kok', 'Kirk Wong', 'Stanley Tong', 'John G. Avildsen', 'Corey Yuen', 'Ringo Lam', 'Teddy Chan', 'Harald Zwart']]
Predicted Ans:    Gordon Chan
Predicted Path:   Little Big Soldier --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Path (Raw):       Little Big Soldier --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Neg LogProb(↓):   0.117187
Path Entropy(↓):  0.562025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jacob smith acted together with who
Start Entity:     Jacob Smith
Gold Answer:      [['Caitlin Wachs', 'Taylor Handley']]
Predicted Ans:    Jacob Smith
Predicted Path:   Jacob Smith --[(INV) starred_actors]--> Phantom of the Megaplex --[starred_actors]--> Jacob Smith
Path (Raw):       Jacob Smith --[No Operation]--> Jacob Smith --[(INV) starred_actors]--> Phantom of the Megaplex --[starred_actors]--> Jacob Smith
Neg LogProb(↓):   0.049084
Path Entropy(↓):  0.194157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of ricky
Start Entity:     Ricky
Gold Answer:      [['François Ozon']]
Predicted Ans:    François Ozon
Predicted Path:   Ricky --[directed_by]--> François Ozon --[(INV) directed_by]--> Swimming Pool --[directed_by]--> François Ozon
Path (Raw):       Ricky --[directed_by]--> François Ozon --[(INV) directed_by]--> Swimming Pool --[directed_by]--> François Ozon
Neg LogProb(↓):   0.526011
Path Entropy(↓):  1.201023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the stuff fall under
Start Entity:     The Stuff
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   The Stuff --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[has_genre]--> Horror
Path (Raw):       The Stuff --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[has_genre]--> Horror
Neg LogProb(↓):   0.042945
Path Entropy(↓):  0.210181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of call girl
Start Entity:     Call Girl
Gold Answer:      [['Marietta von Hausswolff von Baumgarten']]
Predicted Ans:    Marietta von Hausswolff von Baumgarten
Predicted Path:   Call Girl --[written_by]--> Marietta von Hausswolff von Baumgarten --[(INV) written_by]--> Call Girl --[written_by]--> Marietta von Hausswolff von Baumgarten
Path (Raw):       Call Girl --[written_by]--> Marietta von Hausswolff von Baumgarten --[(INV) written_by]--> Call Girl --[written_by]--> Marietta von Hausswolff von Baumgarten
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by buck henry were in which languages
Start Entity:     Buck Henry
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Buck Henry --[(INV) written_by]--> Catch-22 --[in_language]--> Italian
Path (Raw):       Buck Henry --[No Operation]--> Buck Henry --[(INV) written_by]--> Catch-22 --[in_language]--> Italian
Neg LogProb(↓):   0.011002
Path Entropy(↓):  0.063251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of last night
Start Entity:     Last Night
Gold Answer:      [['Thirty Two Short Films About Glenn Gould', 'The Jacket', 'Blindness']]
Predicted Ans:    Last Night
Predicted Path:   Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night
Path (Raw):       Last Night --[No Operation]--> Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night
Neg LogProb(↓):   0.406598
Path Entropy(↓):  0.683292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe movie two - lane blacktop
Start Entity:     Two-Lane Blacktop
Gold Answer:      [['road movie', 'monte hellman']]
Predicted Ans:    road movie
Predicted Path:   Two-Lane Blacktop --[has_tags]--> road movie --[(INV) has_tags]--> Vanishing Point --[has_tags]--> road movie
Path (Raw):       Two-Lane Blacktop --[has_tags]--> road movie --[(INV) has_tags]--> Vanishing Point --[has_tags]--> road movie
Neg LogProb(↓):   0.458025
Path Entropy(↓):  0.657989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the wolf man directed by
Start Entity:     The Wolf Man
Gold Answer:      [['George Waggner']]
Predicted Ans:    George Waggner
Predicted Path:   The Wolf Man --[directed_by]--> George Waggner --[(INV) directed_by]--> Operation Pacific --[directed_by]--> George Waggner
Path (Raw):       The Wolf Man --[directed_by]--> George Waggner --[(INV) directed_by]--> Operation Pacific --[directed_by]--> George Waggner
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the woman in the window
Start Entity:     The Woman in the Window
Gold Answer:      [['1946', '1954', '1944', '1936', '1941', '2009', '1933', '1951', '1953', '2014', '1956', '1931', '1943', '2001', '1942', '1921', '1940', '1938', '1955', '1934', '1997', '1950', '1929', '1927', '1945', '1937', '1952']]
Predicted Ans:    1941
Predicted Path:   The Woman in the Window --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[release_year]--> 1941
Path (Raw):       The Woman in the Window --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[release_year]--> 1941
Neg LogProb(↓):   1.412678
Path Entropy(↓):  2.535976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by charles sturridge
Start Entity:     Charles Sturridge
Gold Answer:      [['Drama', 'Family', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Charles Sturridge --[(INV) directed_by]--> Where Angels Fear to Tread --[has_genre]--> Drama
Path (Raw):       Charles Sturridge --[No Operation]--> Charles Sturridge --[(INV) directed_by]--> Where Angels Fear to Tread --[has_genre]--> Drama
Neg LogProb(↓):   0.572595
Path Entropy(↓):  0.859148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was nick broomfield an actor in
Start Entity:     Nick Broomfield
Gold Answer:      [['Fetishes']]
Predicted Ans:    Fetishes
Predicted Path:   Nick Broomfield --[(INV) starred_actors]--> Fetishes --[starred_actors]--> Nick Broomfield --[(INV) starred_actors]--> Fetishes
Path (Raw):       Nick Broomfield --[(INV) starred_actors]--> Fetishes --[starred_actors]--> Nick Broomfield --[(INV) starred_actors]--> Fetishes
Neg LogProb(↓):   0.079517
Path Entropy(↓):  0.273118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by maren ade were in which languages
Start Entity:     Maren Ade
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Maren Ade --[(INV) directed_by]--> Everyone Else --[in_language]--> German
Path (Raw):       Maren Ade --[No Operation]--> Maren Ade --[(INV) directed_by]--> Everyone Else --[in_language]--> German
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the grey zone were in which genres
Start Entity:     The Grey Zone
Gold Answer:      [['Drama', 'Horror', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Grey Zone --[starred_actors]--> David Arquette --[(INV) starred_actors]--> Johns --[has_genre]--> Drama
Path (Raw):       The Grey Zone --[starred_actors]--> David Arquette --[(INV) starred_actors]--> Johns --[has_genre]--> Drama
Neg LogProb(↓):   0.704704
Path Entropy(↓):  0.911912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of tarzan's magic fountain
Start Entity:     Tarzan's Magic Fountain
Gold Answer:      [['Tobor the Great', 'The Redhead from Wyoming']]
Predicted Ans:    The Redhead from Wyoming
Predicted Path:   Tarzan's Magic Fountain --[directed_by]--> Lee Sholem --[(INV) directed_by]--> The Redhead from Wyoming
Path (Raw):       Tarzan's Magic Fountain --[directed_by]--> Lee Sholem --[(INV) directed_by]--> The Redhead from Wyoming --[No Operation]--> The Redhead from Wyoming
Neg LogProb(↓):   0.048716
Path Entropy(↓):  0.221468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the magic of belle isle actors
Start Entity:     The Magic of Belle Isle
Gold Answer:      [['Daniel Defoe', 'Gregory Widen', 'Paul Haggis', 'Steve Koren', "Mark O'Keefe", 'Luc Besson', 'David Klass', 'Alexander Payne', 'David Webb Peoples', 'Ken Friedman', 'Bernard Rose', 'Joseph Kosinski', 'David J. Burke', 'Scott Sanders', 'Patrick Quinn', 'Arthur Krystal', 'Mark Millar', 'Charles Williams', 'David Franzoni', 'Grace Cary Bickley', 'Mark Spragg', 'Gene Lyons', 'Joe Conason', 'Clive Barker', 'Simon Moore', 'John Godey', 'Charles Martin Smith', 'James Patterson', 'Marc Moss', 'Steve Oedekerk', 'Derek Haas', 'Aric Avelino', 'Steven Bagatourian', 'Joseph Finder', 'Brad Silberling', 'Mark Jonathan Harris', 'Graham Yost', 'April Stevens', 'Charles Baxter', 'Justin Zackham', 'F.X. Toole', 'Peter Burchard', 'Lincoln Kirstein', 'Yuri Zeltser', 'Kevin Jarre', 'Drew Fellman', 'Jason Smilovic', 'Pen Densham', 'Robert Gould Shaw', "Louis L'Amour", 'John Wainwright', 'Michael Schiffer', 'Alan Jacobs', 'John Carlin', 'Frank Darabont', 'Stephen King', 'Rex Pickett', 'Jim Taylor', 'John Darrouzet', 'Stephen Katz', 'Michael Brandt', 'Chris Morgan', 'Jeremy Leven', 'Alfred Uhry']]
Predicted Ans:    Steve Koren
Predicted Path:   The Magic of Belle Isle --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Path (Raw):       The Magic of Belle Isle --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Neg LogProb(↓):   0.873631
Path Entropy(↓):  2.257421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of i'm no angel
Start Entity:     I'm No Angel
Gold Answer:      [['Lowell Sherman', 'Ken Hughes', 'Leo McCarey', 'Edward F. Cline']]
Predicted Ans:    Edward F. Cline
Predicted Path:   I'm No Angel --[written_by]--> Mae West --[(INV) written_by]--> My Little Chickadee --[directed_by]--> Edward F. Cline
Path (Raw):       I'm No Angel --[written_by]--> Mae West --[(INV) written_by]--> My Little Chickadee --[directed_by]--> Edward F. Cline
Neg LogProb(↓):   0.229762
Path Entropy(↓):  0.531664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is de - lovely about
Start Entity:     De-Lovely
Gold Answer:      [['cole porter']]
Predicted Ans:    cole porter
Predicted Path:   De-Lovely --[has_tags]--> cole porter --[(INV) has_tags]--> De-Lovely --[has_tags]--> cole porter
Path (Raw):       De-Lovely --[has_tags]--> cole porter --[(INV) has_tags]--> De-Lovely --[has_tags]--> cole porter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of roger aaron brown starred movies
Start Entity:     Roger Aaron Brown
Gold Answer:      [['Jeremiah S. Chechik']]
Predicted Ans:    Jeremiah S. Chechik
Predicted Path:   Roger Aaron Brown --[(INV) starred_actors]--> Tall Tale --[directed_by]--> Jeremiah S. Chechik
Path (Raw):       Roger Aaron Brown --[No Operation]--> Roger Aaron Brown --[(INV) starred_actors]--> Tall Tale --[directed_by]--> Jeremiah S. Chechik
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about rufus sewell
Start Entity:     rufus sewell
Gold Answer:      [['Dark City', 'Bless the Child', 'The Holiday']]
Predicted Ans:    Bad Teacher
Predicted Path:   rufus sewell --[(INV) has_tags]--> The Holiday --[has_tags]--> cameron diaz --[(INV) has_tags]--> Bad Teacher
Path (Raw):       rufus sewell --[(INV) has_tags]--> The Holiday --[has_tags]--> cameron diaz --[(INV) has_tags]--> Bad Teacher
Neg LogProb(↓):   0.531970
Path Entropy(↓):  1.074302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of the white ribbon
Start Entity:     The White Ribbon
Gold Answer:      [['Tim Roth', 'Stephen Curry', 'Anne Tenney', 'Naomi Watts', 'Michael Pitt', 'Brady Corbet', 'Ulrich Mühe', 'Michael Caton', 'Emmanuelle Riva', 'Benoît Magimel', 'Isabelle Huppert', 'Arno Frisch', 'Angela Winkler']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   The White Ribbon --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Amour --[starred_actors]--> Isabelle Huppert
Path (Raw):       The White Ribbon --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Amour --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.664979
Path Entropy(↓):  0.885036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for bad boy
Start Entity:     Bad Boy
Gold Answer:      [['Kurt Neumann']]
Predicted Ans:    David Cronenberg
Predicted Path:   Bad Boy --[directed_by]--> Kurt Neumann --[(INV) directed_by]--> The Fly --[directed_by]--> David Cronenberg
Path (Raw):       Bad Boy --[directed_by]--> Kurt Neumann --[(INV) directed_by]--> The Fly --[directed_by]--> David Cronenberg
Neg LogProb(↓):   0.396541
Path Entropy(↓):  0.775551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose directors also directed the best man holiday
Start Entity:     The Best Man Holiday
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Best Man Holiday --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[has_genre]--> Comedy
Path (Raw):       The Best Man Holiday --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[has_genre]--> Comedy
Neg LogProb(↓):   1.083936
Path Entropy(↓):  1.132302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film medicine man
Start Entity:     Medicine Man
Gold Answer:      [['John McTiernan']]
Predicted Ans:    John McTiernan
Predicted Path:   Medicine Man --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Path (Raw):       Medicine Man --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Neg LogProb(↓):   0.000418
Path Entropy(↓):  0.003699
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie iron sky in a few words
Start Entity:     Iron Sky
Gold Answer:      [['moon', 'finnish', 'german']]
Predicted Ans:    moon
Predicted Path:   Iron Sky --[has_tags]--> moon --[(INV) has_tags]--> Apollo 18 --[has_tags]--> moon
Path (Raw):       Iron Sky --[has_tags]--> moon --[(INV) has_tags]--> Apollo 18 --[has_tags]--> moon
Neg LogProb(↓):   0.000679
Path Entropy(↓):  0.005634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote great world of sound
Start Entity:     Great World of Sound
Gold Answer:      [['Craig Zobel']]
Predicted Ans:    Craig Zobel
Predicted Path:   Great World of Sound --[directed_by]--> Craig Zobel --[(INV) directed_by]--> Compliance --[written_by]--> Craig Zobel
Path (Raw):       Great World of Sound --[directed_by]--> Craig Zobel --[(INV) directed_by]--> Compliance --[written_by]--> Craig Zobel
Neg LogProb(↓):   0.730327
Path Entropy(↓):  1.464759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote wag the dog
Start Entity:     Wag the Dog
Gold Answer:      [['Robert Forster', 'Steve Martin', 'Peter Falk', 'Jean Reno', 'Chiwetel Ejiofor', 'Dustin Hoffman', 'Lana Turner', 'Kevin Hart', 'Jessica Lange', 'Jack Nicholson', 'Robert De Niro', 'Joan Lorring', 'Delroy Lindo', 'Jack Lemmon', 'William H. Macy', 'Hume Cronyn', 'Joe Mantegna', 'Basil Radford', 'Jeffrey Tambor', 'Jack Warden', 'Sam Rockwell', 'Gemma Jones', 'Nigel Hawthorne', 'Rebecca Pidgeon', 'Robert Donat', 'Cedric Hardwicke', 'Don Ameche', 'Whoopi Goldberg', 'Campbell Scott', 'Stellan Skarsgård', 'Debra Eisenstadt', 'Natascha McElhone', 'Sam Elliott', 'Paul Newman', 'Val Kilmer', 'Danny DeVito', 'Kevin Costner', 'Regina Hall', 'Sydney Greenstreet', 'Gene Hackman', 'Charles Durning', 'Derek Luke', 'Tia Texada', 'John Garfield', 'Cecil Kellaway', 'Sean Connery', 'Joy Bryant', 'Charlotte Rampling', 'Dennis Franz', 'Sean Nelson', 'Ben Gazzara', 'Margaret Leighton', 'Armand Assante', 'Denis Leary', 'Lindsay Crouse', 'Alice Braga', 'Al Pacino', 'Michael Ealy', 'Peter Lorre', 'George Coulouris', 'James Mason', 'Helen Mirren']]
Predicted Ans:    William H. Macy
Predicted Path:   Wag the Dog --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[starred_actors]--> William H. Macy
Path (Raw):       Wag the Dog --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.255165
Path Entropy(↓):  0.806101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the terminator
Start Entity:     The Terminator
Gold Answer:      [['1995', '1997', '2009', '1989', '1953', '1994', '1986']]
Predicted Ans:    1986
Predicted Path:   The Terminator --[written_by]--> James Cameron --[(INV) written_by]--> Aliens --[release_year]--> 1986
Path (Raw):       The Terminator --[written_by]--> James Cameron --[(INV) written_by]--> Aliens --[release_year]--> 1986
Neg LogProb(↓):   0.365225
Path Entropy(↓):  1.002415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed walking, walking
Start Entity:     Walking, Walking
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Walking, Walking --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking --[has_genre]--> Drama
Path (Raw):       Walking, Walking --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking --[has_genre]--> Drama
Neg LogProb(↓):   0.020515
Path Entropy(↓):  0.101348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did janet agren act in
Start Entity:     Janet Agren
Gold Answer:      [['Eaten Alive!']]
Predicted Ans:    Eaten Alive!
Predicted Path:   Janet Agren --[(INV) starred_actors]--> Eaten Alive! --[starred_actors]--> Ivan Rassimov --[(INV) starred_actors]--> Eaten Alive!
Path (Raw):       Janet Agren --[(INV) starred_actors]--> Eaten Alive! --[starred_actors]--> Ivan Rassimov --[(INV) starred_actors]--> Eaten Alive!
Neg LogProb(↓):   0.475913
Path Entropy(↓):  0.671279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by clement virgo
Start Entity:     Clement Virgo
Gold Answer:      [['1995', '2005', '2007']]
Predicted Ans:    2005
Predicted Path:   Clement Virgo --[(INV) directed_by]--> Lie with Me --[release_year]--> 2005
Path (Raw):       Clement Virgo --[No Operation]--> Clement Virgo --[(INV) directed_by]--> Lie with Me --[release_year]--> 2005
Neg LogProb(↓):   0.255611
Path Entropy(↓):  0.678341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by lucas belvaux
Start Entity:     Lucas Belvaux
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lucas Belvaux --[(INV) directed_by]--> Rapt --[has_genre]--> Drama
Path (Raw):       Lucas Belvaux --[No Operation]--> Lucas Belvaux --[(INV) directed_by]--> Rapt --[has_genre]--> Drama
Neg LogProb(↓):   0.012830
Path Entropy(↓):  0.068278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed a night in casablanca
Start Entity:     A Night in Casablanca
Gold Answer:      [['Archie Mayo']]
Predicted Ans:    Archie Mayo
Predicted Path:   A Night in Casablanca --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[directed_by]--> Archie Mayo
Path (Raw):       A Night in Casablanca --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[directed_by]--> Archie Mayo
Neg LogProb(↓):   0.000451
Path Entropy(↓):  0.003934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by john dwyer fall under
Start Entity:     John Dwyer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Dwyer --[(INV) written_by]--> Captain Ron --[has_genre]--> Comedy
Path (Raw):       John Dwyer --[No Operation]--> John Dwyer --[(INV) written_by]--> Captain Ron --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film crane world released
Start Entity:     Crane World
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Crane World --[release_year]--> 1999 --[(INV) release_year]--> Nobody Knows Anybody --[release_year]--> 1999
Path (Raw):       Crane World --[release_year]--> 1999 --[(INV) release_year]--> Nobody Knows Anybody --[release_year]--> 1999
Neg LogProb(↓):   3.057596
Path Entropy(↓):  4.392095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by mehdi nebbou were written by who
Start Entity:     Mehdi Nebbou
Gold Answer:      [['Gauri Shinde']]
Predicted Ans:    Gauri Shinde
Predicted Path:   Mehdi Nebbou --[(INV) starred_actors]--> English Vinglish --[written_by]--> Gauri Shinde
Path (Raw):       Mehdi Nebbou --[No Operation]--> Mehdi Nebbou --[(INV) starred_actors]--> English Vinglish --[written_by]--> Gauri Shinde
Neg LogProb(↓):   0.001169
Path Entropy(↓):  0.009054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie van helsing released
Start Entity:     Van Helsing
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Van Helsing --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Van Helsing --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.195200
Path Entropy(↓):  4.526604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the times of harvey milk
Start Entity:     The Times of Harvey Milk
Gold Answer:      [['Harvey Fierstein']]
Predicted Ans:    Harvey Fierstein
Predicted Path:   The Times of Harvey Milk --[starred_actors]--> Harvey Fierstein --[(INV) starred_actors]--> Torch Song Trilogy --[written_by]--> Harvey Fierstein
Path (Raw):       The Times of Harvey Milk --[starred_actors]--> Harvey Fierstein --[(INV) starred_actors]--> Torch Song Trilogy --[written_by]--> Harvey Fierstein
Neg LogProb(↓):   0.000381
Path Entropy(↓):  0.003411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by evangelia randou
Start Entity:     Evangelia Randou
Gold Answer:      [['Yorgos Kakanakis', 'Yorgos Lanthimos']]
Predicted Ans:    Yorgos Lanthimos
Predicted Path:   Evangelia Randou --[(INV) starred_actors]--> Kinetta --[written_by]--> Yorgos Lanthimos
Path (Raw):       Evangelia Randou --[No Operation]--> Evangelia Randou --[(INV) starred_actors]--> Kinetta --[written_by]--> Yorgos Lanthimos
Neg LogProb(↓):   0.018866
Path Entropy(↓):  0.092899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie my name is juani were in which genres
Start Entity:     My Name Is Juani
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   My Name Is Juani --[written_by]--> Bigas Luna --[(INV) written_by]--> My Name Is Juani --[has_genre]--> Drama
Path (Raw):       My Name Is Juani --[written_by]--> Bigas Luna --[(INV) written_by]--> My Name Is Juani --[has_genre]--> Drama
Neg LogProb(↓):   0.001595
Path Entropy(↓):  0.013426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of purgatory
Start Entity:     Purgatory
Gold Answer:      [["Cus D'Amato", 'George C. Scott', 'Joe Mantegna', 'Madonna', 'Martina Gedeck', 'Michael Jai White', 'Moritz Bleibtreu', 'Johanna Wokalek', 'Paul Winfield', 'Mike Tyson']]
Predicted Ans:    George C. Scott
Predicted Path:   Purgatory --[directed_by]--> Uli Edel --[(INV) directed_by]--> Tyson --[starred_actors]--> George C. Scott
Path (Raw):       Purgatory --[directed_by]--> Uli Edel --[(INV) directed_by]--> Tyson --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.485130
Path Entropy(↓):  1.094615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with mystery train fall under
Start Entity:     Mystery Train
Gold Answer:      [['Drama', 'Western', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[has_genre]--> Comedy
Path (Raw):       Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.000101
Path Entropy(↓):  0.001142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of michael landon jr. directed films
Start Entity:     Michael Landon Jr.
Gold Answer:      [['Janette Oke']]
Predicted Ans:    Janette Oke
Predicted Path:   Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[written_by]--> Janette Oke
Path (Raw):       Michael Landon Jr. --[No Operation]--> Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[written_by]--> Janette Oke
Neg LogProb(↓):   0.582322
Path Entropy(↓):  0.999050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of flakes also starred in which movies
Start Entity:     Flakes
Gold Answer:      [['Rick', 'Live Free or Die', 'Tadpole']]
Predicted Ans:    Flakes
Predicted Path:   Flakes --[starred_actors]--> Aaron Stanford --[(INV) starred_actors]--> Flakes
Path (Raw):       Flakes --[starred_actors]--> Aaron Stanford --[No Operation]--> Aaron Stanford --[(INV) starred_actors]--> Flakes
Neg LogProb(↓):   0.497477
Path Entropy(↓):  0.816701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies directed by steve beck fall under
Start Entity:     Steve Beck
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Steve Beck --[(INV) directed_by]--> Ghost Ship --[has_genre]--> Horror
Path (Raw):       Steve Beck --[No Operation]--> Steve Beck --[(INV) directed_by]--> Ghost Ship --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by laura harrington
Start Entity:     Laura Harrington
Gold Answer:      [['Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Laura Harrington --[(INV) starred_actors]--> Maximum Overdrive --[directed_by]--> Stephen King
Path (Raw):       Laura Harrington --[No Operation]--> Laura Harrington --[(INV) starred_actors]--> Maximum Overdrive --[directed_by]--> Stephen King
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by focus actors
Start Entity:     Focus
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Focus --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Mystery Men --[has_genre]--> Comedy
Path (Raw):       Focus --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Mystery Men --[has_genre]--> Comedy
Neg LogProb(↓):   0.330684
Path Entropy(↓):  1.169589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of saw iv
Start Entity:     Saw IV
Gold Answer:      [['Marcus Dunstan', 'Kevin Greutert', 'David Hackl', 'William Wyler', 'John Gulager']]
Predicted Ans:    Marcus Dunstan
Predicted Path:   Saw IV --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[directed_by]--> Marcus Dunstan
Path (Raw):       Saw IV --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[directed_by]--> Marcus Dunstan
Neg LogProb(↓):   0.117000
Path Entropy(↓):  0.380544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by ricardo montalban
Start Entity:     Ricardo Montalban
Gold Answer:      [['Drama', 'War', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Ricardo Montalban --[(INV) starred_actors]--> Border Incident --[has_genre]--> Drama
Path (Raw):       Ricardo Montalban --[No Operation]--> Ricardo Montalban --[(INV) starred_actors]--> Border Incident --[has_genre]--> Drama
Neg LogProb(↓):   0.014774
Path Entropy(↓):  0.078636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in grotesque
Start Entity:     Grotesque
Gold Answer:      [['Walter Hill', 'Danny Steinmann', 'Tom DeSimone', 'Mark L. Lester', 'Bob Logan']]
Predicted Ans:    Walter Hill
Predicted Path:   Grotesque --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Path (Raw):       Grotesque --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.030927
Path Entropy(↓):  0.150946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by scott curtis
Start Entity:     Scott Curtis
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Scott Curtis --[(INV) starred_actors]--> Cameron's Closet --[release_year]--> 1988
Path (Raw):       Scott Curtis --[No Operation]--> Scott Curtis --[(INV) starred_actors]--> Cameron's Closet --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film the kid stays in the picture
Start Entity:     The Kid Stays in the Picture
Gold Answer:      [['Brett Morgen', 'Nanette Burstein']]
Predicted Ans:    Brett Morgen
Predicted Path:   The Kid Stays in the Picture --[directed_by]--> Brett Morgen --[(INV) directed_by]--> The Kid Stays in the Picture --[directed_by]--> Brett Morgen
Path (Raw):       The Kid Stays in the Picture --[directed_by]--> Brett Morgen --[(INV) directed_by]--> The Kid Stays in the Picture --[directed_by]--> Brett Morgen
Neg LogProb(↓):   0.940892
Path Entropy(↓):  1.606158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film flash gordon's trip to mars
Start Entity:     Flash Gordon's Trip to Mars
Gold Answer:      [['Edgar Rice Burroughs', 'Walter Anthony', 'Basil Dickey']]
Predicted Ans:    Walter Anthony
Predicted Path:   Flash Gordon's Trip to Mars --[starred_actors]--> Buster Crabbe --[(INV) starred_actors]--> Tarzan the Fearless --[written_by]--> Walter Anthony
Path (Raw):       Flash Gordon's Trip to Mars --[starred_actors]--> Buster Crabbe --[(INV) starred_actors]--> Tarzan the Fearless --[written_by]--> Walter Anthony
Neg LogProb(↓):   0.961098
Path Entropy(↓):  1.228012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dave are directed by who
Start Entity:     Dave
Gold Answer:      [['Robert Young', 'William Dieterle', 'Mike Nichols', 'Adrian Lyne', 'Dean Parisot', 'Tim Allen', 'David Auburn', 'Renny Harlin', 'Ivan Reitman', 'Richard Glatzer', 'David Silverman', 'James Cameron', 'Richard Kelly', 'Mabrouk El Mechri', 'Michael Hoffman', 'John Badham', 'Blake Edwards', 'Ron Howard', 'Damian Harris', 'Michael Apted', 'William Friedkin', 'Roman Polanski', 'Robert Redford', 'Stanley Kubrick', 'Jon Turteltaub', 'A.J. Kparr', 'Andy Fickman', 'Barry Sonnenfeld', 'Lawrence Kasdan', 'Steve Rash', 'Ridley Scott', 'Max Reinhardt', 'Olivier Dahan', 'Jon Amiel', 'Charles Crichton', 'Joel Schumacher', 'Tod Browning', 'Bob Swaim', 'Peter Weir', 'David Mirkin', 'John Cleese', 'Robert Benton', 'Rodrigo Cortés', 'Will Finn', 'Don Paul', 'Jim Simpson', 'Frank Perry', 'Douglas McGrath', 'Ang Lee', 'Peter Yates', 'Fred Schepisi', 'Cédric Kahn', 'Marco Kreuzpaintner', 'Israel Horovitz', 'Peter Hall', "Pat O'Connor", 'Mel Brooks', 'Ralph Nelson', 'Alan J. Pakula']]
Predicted Ans:    Blake Edwards
Predicted Path:   Dave --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       Dave --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   1.096091
Path Entropy(↓):  2.029862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in nine months
Start Entity:     Nine Months
Gold Answer:      [['Edward Dmytryk', 'Mike Newell', 'Stephen Frears', 'Joseph Ruben', 'Joe Roth', 'Tamar Simon Hoffs', 'Ivan Reitman', 'Richard Glatzer', 'Wash Westmoreland', 'Lasse Hallström', 'Paul Brickman', 'Todd Haynes', 'Tom Kalin', 'Peter Howitt', 'Marc Lawrence', 'Bart Freundlich', 'Barry Levinson', 'Robert Altman', 'Richard Donner', 'Ethan Coen', 'Martin Campbell', 'Roman Polanski', 'Damian Harris', 'Henry Koster', 'Scott McGehee', 'David Siegel', 'Allan Moyle', 'Tom Cairns', 'David Palmer', 'John Duigan', 'Tim Fywell', 'Jane Anderson', 'John Boorman', 'Barry Sonnenfeld', 'Lee Tamahori', 'Craig Zisk', 'Ridley Scott', 'Jessy Terrero', 'Ken Russell', 'Paul Weitz', 'Jay Roach', 'James Lapine', 'Dax Shepard', 'Neil Jordan', 'Brandon Beckner', 'Herbert Ross', 'Ron Oliver', 'Roger Michell', 'David Cronenberg', 'Atom Egoyan', 'Garry Marshall', 'Peter Yates', 'James Ivory', 'Stephen Daldry', 'William Wyler', 'Lee Unkrich', 'John Lasseter', 'Ash Brannon', 'Steve Miner', 'Joel Coen', 'Kelly Makin', 'Chris Weitz', 'Mark Pellington', 'Matt Williams', 'Brian De Palma', 'Arthur Hiller']]
Predicted Ans:    Roman Polanski
Predicted Path:   Nine Months --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[directed_by]--> Roman Polanski
Path (Raw):       Nine Months --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[directed_by]--> Roman Polanski
Neg LogProb(↓):   1.496280
Path Entropy(↓):  1.460057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by robert ludlum in
Start Entity:     Robert Ludlum
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Robert Ludlum --[(INV) written_by]--> The Bourne Identity --[in_language]--> German
Path (Raw):       Robert Ludlum --[No Operation]--> Robert Ludlum --[(INV) written_by]--> The Bourne Identity --[in_language]--> German
Neg LogProb(↓):   0.015765
Path Entropy(↓):  0.089285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by showtime actors
Start Entity:     Showtime
Gold Answer:      [['Walter Hill', 'Jon Avnet', 'John Polson', 'Michael Mann', 'Michael Cimino', 'Neil Jordan', 'Rodrigo Cortés', 'Gary Trousdale', 'Mark Steven Johnson', 'J. Lee Thompson', 'Andrew Adamson', 'Conrad Vernon', 'Brian Robbins', 'Kelly Asbury', 'James Mangold', 'Martin Scorsese', 'Robert De Niro', 'Jerry Zaks', 'Barry Levinson', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Jon Turteltaub', 'Neil Burger', 'Jules Dassin', 'Joel Schumacher', 'Bernardo Bertolucci', 'Bill Condon', 'Ulu Grosbard', 'Justin Zackham', 'Brett Ratner', 'Cédric Kahn', 'Thomas Carter', 'Michael Radford', 'Gary McKendry', 'Paul Weitz', 'Michael Ritchie', 'Stephen Herek', 'Luc Besson', 'David O. Russell', 'Ron Underwood', 'Ron Howard', 'Kenneth Branagh', 'Steve Carr', 'Penny Marshall', 'Jerry Lewis', 'Michael Curtiz', 'Alan Parker', 'Sergio Leone', 'John D. Hancock', 'Ted Demme', 'John McNaughton', 'Martin Brest', 'Peter Segal', 'Frank Oz', 'Paul Morrissey', 'John Curran', 'Elia Kazan', 'Brian De Palma', 'Kirk Jones', 'Roland Joffé', 'John Landis', 'Tony Scott', 'Eddie Murphy', 'Betty Thomas', 'Wes Craven', 'John Frankenheimer', 'Ettore Scola', 'Jonathan Lynn', 'Reginald Hudlin', 'Terry Gilliam', 'Jay Roach', 'Harold Ramis', 'Johnnie To', 'Rob Minkoff', 'Robert Rodriguez', 'Irwin Winkler', 'David Grovic', 'Vicky Jenson']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Showtime --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Showtime --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.945290
Path Entropy(↓):  2.088825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by prasoon joshi
Start Entity:     Prasoon Joshi
Gold Answer:      [['Rakeysh Omprakash Mehra']]
Predicted Ans:    Rakeysh Omprakash Mehra
Predicted Path:   Prasoon Joshi --[(INV) written_by]--> Bhaag Milkha Bhaag --[directed_by]--> Rakeysh Omprakash Mehra
Path (Raw):       Prasoon Joshi --[No Operation]--> Prasoon Joshi --[(INV) written_by]--> Bhaag Milkha Bhaag --[directed_by]--> Rakeysh Omprakash Mehra
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the sons of katie elder
Start Entity:     The Sons of Katie Elder
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Sons of Katie Elder --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[has_genre]--> Western
Path (Raw):       The Sons of Katie Elder --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[has_genre]--> Western
Neg LogProb(↓):   1.408003
Path Entropy(↓):  2.587316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the inspector clouseau director
Start Entity:     Inspector Clouseau
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Inspector Clouseau --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[has_genre]--> Comedy
Path (Raw):       Inspector Clouseau --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[has_genre]--> Comedy
Neg LogProb(↓):   0.037203
Path Entropy(↓):  0.158031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the interview
Start Entity:     The Interview
Gold Answer:      [['2014', '2013']]
Predicted Ans:    2014
Predicted Path:   The Interview --[directed_by]--> Evan Goldberg --[(INV) directed_by]--> The Interview --[release_year]--> 2014
Path (Raw):       The Interview --[directed_by]--> Evan Goldberg --[(INV) directed_by]--> The Interview --[release_year]--> 2014
Neg LogProb(↓):   0.406750
Path Entropy(↓):  1.185354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the inheritors fall under
Start Entity:     The Inheritors
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Inheritors --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[has_genre]--> Horror
Path (Raw):       The Inheritors --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[has_genre]--> Horror
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of delmer daves directed films
Start Entity:     Delmer Daves
Gold Answer:      [['Steve Fisher', 'Philip Dunne', 'Richard Collins', 'Paul Wellman', 'David Goodis', 'Albert Maltz', 'Graham Yost', 'Frank Harris', 'Sloan Wilson', 'Lloyd C. Douglas']]
Predicted Ans:    Philip Dunne
Predicted Path:   Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Path (Raw):       Delmer Daves --[No Operation]--> Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.499906
Path Entropy(↓):  1.416825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in speak
Start Entity:     Speak
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Speak --[starred_actors]--> Kristen Stewart --[(INV) starred_actors]--> Clouds of Sils Maria --[in_language]--> French
Path (Raw):       Speak --[starred_actors]--> Kristen Stewart --[(INV) starred_actors]--> Clouds of Sils Maria --[in_language]--> French
Neg LogProb(↓):   0.229328
Path Entropy(↓):  0.540659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor liam cunningham co - starred with who
Start Entity:     Liam Cunningham
Gold Answer:      [['Sean Pertwee', 'Robert Carlyle', 'Kelly Hu', 'Dylan Moran', 'Richard Dormer', 'Eleanor Bron', 'Liesel Matthews', 'Jodie Whittaker', 'Ian Somerhalder', 'Stefania Rocca', 'Kevin McKidd']]
Predicted Ans:    Robert Carlyle
Predicted Path:   Liam Cunningham --[(INV) starred_actors]--> The Tournament --[starred_actors]--> Robert Carlyle
Path (Raw):       Liam Cunningham --[No Operation]--> Liam Cunningham --[(INV) starred_actors]--> The Tournament --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.177589
Path Entropy(↓):  0.581780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in my favorite brunette
Start Entity:     My Favorite Brunette
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   My Favorite Brunette --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> M --[has_genre]--> Drama
Path (Raw):       My Favorite Brunette --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> M --[has_genre]--> Drama
Neg LogProb(↓):   1.100856
Path Entropy(↓):  2.192886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the catered affair also appears in which films
Start Entity:     The Catered Affair
Gold Answer:      [['The Singing Nun', "Aces 'N' Eights", 'Old Acquaintance', 'Another Harvest Moon', "The Devil's Rain", 'The Nanny', 'Dark Victory', 'Susan Slept Here', 'The Mating Game', 'The Dark Horse', 'The Petrified Forest', 'Ex-Lady', 'Dead Ringer', 'Storm Center', 'Three Brave Men', 'A Stolen Life', 'The Long Voyage Home', 'The Quiet Man', 'The Poseidon Adventure', 'Mr. Skeffington', 'The Virgin Queen', "Another Man's Poison", 'The Legend of Lylah Clare', 'Of Human Bondage', 'Thank Your Lucky Stars', 'Super Fuzz', 'Athena', "It's Love I'm After", 'The Badlanders', 'Hannie Caulder', 'The Second Time Around', 'Tammy and the Bachelor', "What's the Matter with Helen?", 'The Star', 'The Anniversary', 'In This Our Life', 'The Tender Trap', 'The Corn Is Green', 'Kid Galahad', 'The Unsinkable Molly Brown', 'All Dogs Go to Heaven 2', 'The Great Lie', 'The Cabin in the Cotton', 'Divorce American Style', 'Watch on the Rhine', 'Where Love Has Gone', 'Pay or Die', 'Pocketful of Miracles', 'Now, Voyager', 'What Ever Happened to Baby Jane?', 'All This, and Heaven Too', 'Union Station', 'Jubal', 'Deception', 'Madame Sin', 'Marked Woman', 'Dangerous', "Singin' in the Rain", 'And Then There Were None', 'The Dirty Dozen', 'The Private Lives of Elizabeth and Essex', 'All About Eve', 'The Bride Came C.O.D.', 'The Wild Bunch', 'Jezebel', 'Goodbye Charlie', 'The Christmas Wish', 'The Man Who Came to Dinner', 'Satan Met a Lady', 'Ice Station Zebra', 'The Watcher in the Woods', 'California', 'Bundle of Joy', 'Beyond the Forest', 'Convoy', '20,000 Years in Sing Sing', 'The Rat Race', 'The Whales of August', 'A Grandpa for Christmas', 'All Quiet on the Western Front', 'The Letter', 'Return from Witch Mountain', 'Going My Way', 'The Vikings']]
Predicted Ans:    Now, Voyager
Predicted Path:   The Catered Affair --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Now, Voyager
Path (Raw):       The Catered Affair --[starred_actors]--> Bette Davis --[No Operation]--> Bette Davis --[(INV) starred_actors]--> Now, Voyager
Neg LogProb(↓):   1.368390
Path Entropy(↓):  2.543022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by chris nelson starred who
Start Entity:     Chris Nelson
Gold Answer:      [['Casey Wilson', 'June Diane Raphael']]
Predicted Ans:    Date and Switch
Predicted Path:   Chris Nelson --[(INV) directed_by]--> Date and Switch --[directed_by]--> Chris Nelson --[(INV) directed_by]--> Date and Switch
Path (Raw):       Chris Nelson --[(INV) directed_by]--> Date and Switch --[directed_by]--> Chris Nelson --[(INV) directed_by]--> Date and Switch
Neg LogProb(↓):   0.833469
Path Entropy(↓):  1.180059
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Fists in the pocket, when was it released
Start Entity:     Fists in the Pocket
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Fists in the Pocket --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       Fists in the Pocket --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   2.791543
Path Entropy(↓):  4.112100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in children of the revolution
Start Entity:     Children of the Revolution
Gold Answer:      [['Judy Davis', 'F. Murray Abraham', 'Sam Neill']]
Predicted Ans:    Sam Neill
Predicted Path:   Children of the Revolution --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Country Life --[starred_actors]--> Sam Neill
Path (Raw):       Children of the Revolution --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Country Life --[starred_actors]--> Sam Neill
Neg LogProb(↓):   0.580388
Path Entropy(↓):  0.694180
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film incident at loch ness was directed by who
Start Entity:     Incident at Loch Ness
Gold Answer:      [['Zak Penn']]
Predicted Ans:    Zak Penn
Predicted Path:   Incident at Loch Ness --[directed_by]--> Zak Penn --[(INV) directed_by]--> The Grand --[directed_by]--> Zak Penn
Path (Raw):       Incident at Loch Ness --[directed_by]--> Zak Penn --[(INV) directed_by]--> The Grand --[directed_by]--> Zak Penn
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote ishtar
Start Entity:     Ishtar
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ishtar --[written_by]--> Elaine May --[(INV) written_by]--> Ishtar --[has_genre]--> Comedy
Path (Raw):       Ishtar --[written_by]--> Elaine May --[(INV) written_by]--> Ishtar --[has_genre]--> Comedy
Neg LogProb(↓):   0.252035
Path Entropy(↓):  0.563248
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of george p. cosmatos directed films
Start Entity:     George P. Cosmatos
Gold Answer:      [['1986', '1983', '1997', '1993']]
Predicted Ans:    1986
Predicted Path:   George P. Cosmatos --[(INV) directed_by]--> Cobra --[release_year]--> 1986
Path (Raw):       George P. Cosmatos --[No Operation]--> George P. Cosmatos --[(INV) directed_by]--> Cobra --[release_year]--> 1986
Neg LogProb(↓):   0.281148
Path Entropy(↓):  0.670173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is gulliver's travels
Start Entity:     Gulliver's Travels
Gold Answer:      [['Adventure', 'Animation']]
Predicted Ans:    Comedy
Predicted Path:   Gulliver's Travels --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Gulliver's Travels --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.263797
Path Entropy(↓):  4.462523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies written by jean cosmos released
Start Entity:     Jean Cosmos
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Jean Cosmos --[(INV) written_by]--> Safe Conduct --[release_year]--> 2002
Path (Raw):       Jean Cosmos --[No Operation]--> Jean Cosmos --[(INV) written_by]--> Safe Conduct --[release_year]--> 2002
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by zelda rubinstein
Start Entity:     Zelda Rubinstein
Gold Answer:      [['Gary Sherman']]
Predicted Ans:    Gary Sherman
Predicted Path:   Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III --[written_by]--> Gary Sherman
Path (Raw):       Zelda Rubinstein --[No Operation]--> Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III --[written_by]--> Gary Sherman
Neg LogProb(↓):   0.012170
Path Entropy(↓):  0.066634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies did john r. leonetti direct
Start Entity:     John R. Leonetti
Gold Answer:      [['The Butterfly Effect 2', 'Annabelle']]
Predicted Ans:    Annabelle
Predicted Path:   John R. Leonetti --[(INV) directed_by]--> Annabelle --[directed_by]--> John R. Leonetti --[(INV) directed_by]--> Annabelle
Path (Raw):       John R. Leonetti --[(INV) directed_by]--> Annabelle --[directed_by]--> John R. Leonetti --[(INV) directed_by]--> Annabelle
Neg LogProb(↓):   0.455941
Path Entropy(↓):  0.825796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of pigskin parade were directed by who
Start Entity:     Pigskin Parade
Gold Answer:      [['Irving Cummings', 'William A. Seiter', 'Walter Lang', 'David Butler', 'Leo McCarey', 'H. Bruce Humberstone', 'Frank Capra']]
Predicted Ans:    William A. Seiter
Predicted Path:   Pigskin Parade --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway --[directed_by]--> William A. Seiter
Path (Raw):       Pigskin Parade --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway --[directed_by]--> William A. Seiter
Neg LogProb(↓):   1.007081
Path Entropy(↓):  1.401052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about feelings
Start Entity:     feelings
Gold Answer:      [['Equilibrium']]
Predicted Ans:    Ultraviolet
Predicted Path:   feelings --[(INV) has_tags]--> Equilibrium --[has_tags]--> kurt wimmer --[(INV) has_tags]--> Ultraviolet
Path (Raw):       feelings --[(INV) has_tags]--> Equilibrium --[has_tags]--> kurt wimmer --[(INV) has_tags]--> Ultraviolet
Neg LogProb(↓):   0.000448
Path Entropy(↓):  0.003976
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did shane connaughton write
Start Entity:     Shane Connaughton
Gold Answer:      [['My Left Foot', 'The Playboys', 'The Run of the Country']]
Predicted Ans:    The Playboys
Predicted Path:   Shane Connaughton --[(INV) written_by]--> The Playboys --[written_by]--> Shane Connaughton --[(INV) written_by]--> The Playboys
Path (Raw):       Shane Connaughton --[(INV) written_by]--> The Playboys --[written_by]--> Shane Connaughton --[(INV) written_by]--> The Playboys
Neg LogProb(↓):   1.092964
Path Entropy(↓):  1.837287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in passion
Start Entity:     Passion
Gold Answer:      [['Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Passion --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> Beyond --[has_genre]--> Drama
Path (Raw):       Passion --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> Beyond --[has_genre]--> Drama
Neg LogProb(↓):   0.068563
Path Entropy(↓):  0.316520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by kevin lehane starred which actors
Start Entity:     Kevin Lehane
Gold Answer:      [['Richard Coyle', 'Ruth Bradley', 'Russell Tovey']]
Predicted Ans:    Richard Coyle
Predicted Path:   Kevin Lehane --[(INV) written_by]--> Grabbers --[starred_actors]--> Richard Coyle
Path (Raw):       Kevin Lehane --[No Operation]--> Kevin Lehane --[(INV) written_by]--> Grabbers --[starred_actors]--> Richard Coyle
Neg LogProb(↓):   0.001020
Path Entropy(↓):  0.008745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film back from eternity were in which genres
Start Entity:     Back from Eternity
Gold Answer:      [['Drama', 'War', 'Western', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Back from Eternity --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[has_genre]--> War
Path (Raw):       Back from Eternity --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[has_genre]--> War
Neg LogProb(↓):   0.041012
Path Entropy(↓):  0.183711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the miracle of our lady of fatima actors
Start Entity:     The Miracle of Our Lady of Fatima
Gold Answer:      [['John Bright', 'Eve Unsell', 'Percy Marks', 'Frederica Sagor', 'Ernest Hemingway', 'Harvey F. Thew', 'Mae West']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   The Miracle of Our Lady of Fatima --[starred_actors]--> Gilbert Roland --[(INV) starred_actors]--> Islands in the Stream --[written_by]--> Ernest Hemingway
Path (Raw):       The Miracle of Our Lady of Fatima --[starred_actors]--> Gilbert Roland --[(INV) starred_actors]--> Islands in the Stream --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   0.001291
Path Entropy(↓):  0.010244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by colin eggleston
Start Entity:     Colin Eggleston
Gold Answer:      [['John Hargreaves', 'Briony Behets']]
Predicted Ans:    John Hargreaves
Predicted Path:   Colin Eggleston --[(INV) directed_by]--> Long Weekend --[starred_actors]--> John Hargreaves
Path (Raw):       Colin Eggleston --[No Operation]--> Colin Eggleston --[(INV) directed_by]--> Long Weekend --[starred_actors]--> John Hargreaves
Neg LogProb(↓):   0.002474
Path Entropy(↓):  0.017301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by alec guinness were released in which years
Start Entity:     Alec Guinness
Gold Answer:      [['1980', '1970', '1959', '1936', '2006', '1957', '1951', '2004', '1982', '1953', '1956', '1983', '1948', '1955', '1964', '1949', '1966', '1950', '1960', '2005', '1958']]
Predicted Ans:    1955
Predicted Path:   Alec Guinness --[(INV) starred_actors]--> The Ladykillers --[release_year]--> 1955
Path (Raw):       Alec Guinness --[No Operation]--> Alec Guinness --[(INV) starred_actors]--> The Ladykillers --[release_year]--> 1955
Neg LogProb(↓):   1.606156
Path Entropy(↓):  2.390336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in in america
Start Entity:     In America
Gold Answer:      [['Matt Greenhalgh', 'Deborah Curtis', 'Joe Penhall', 'Catherine Linstrum', 'Walter Campbell', 'Michel Faber', 'Ian McEwan', 'Andrew Stanton', 'Mark Andrews', 'Alan Warner', 'Avi Korine', 'Lynne Ramsay', 'Jonathan Glazer', 'Harmony Korine', 'Carine Adler', 'Cecilia Miniucchi', 'Edgar Rice Burroughs', 'Vincent Ward', 'Michael Chabon']]
Predicted Ans:    Jim Sheridan
Predicted Path:   In America --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[written_by]--> Jim Sheridan
Path (Raw):       In America --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[written_by]--> Jim Sheridan
Neg LogProb(↓):   0.109939
Path Entropy(↓):  0.439708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Most, when was it released
Start Entity:     Most
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Most --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Most --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.597977
Path Entropy(↓):  4.731174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the shooting
Start Entity:     The Shooting
Gold Answer:      [['1978', '1966', '1971', '1959', '2010', '1974']]
Predicted Ans:    1966
Predicted Path:   The Shooting --[directed_by]--> Monte Hellman --[(INV) directed_by]--> Ride in the Whirlwind --[release_year]--> 1966
Path (Raw):       The Shooting --[directed_by]--> Monte Hellman --[(INV) directed_by]--> Ride in the Whirlwind --[release_year]--> 1966
Neg LogProb(↓):   0.406002
Path Entropy(↓):  1.095907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by saffron burrows
Start Entity:     Saffron Burrows
Gold Answer:      [['Michael Apted', 'Jeannot Szwarc', 'Paul McGuigan', 'Amy Redford', 'Chris Roberts', 'Renny Harlin', 'Alf Sjöberg', 'Mike Figgis']]
Predicted Ans:    Paul McGuigan
Predicted Path:   Saffron Burrows --[(INV) starred_actors]--> Gangster No. 1 --[directed_by]--> Paul McGuigan
Path (Raw):       Saffron Burrows --[No Operation]--> Saffron Burrows --[(INV) starred_actors]--> Gangster No. 1 --[directed_by]--> Paul McGuigan
Neg LogProb(↓):   0.981597
Path Entropy(↓):  1.114557
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for revenge of the green dragons
Start Entity:     Revenge of the Green Dragons
Gold Answer:      [['Andrew Loo']]
Predicted Ans:    Andrew Loo
Predicted Path:   Revenge of the Green Dragons --[directed_by]--> Andrew Loo --[(INV) directed_by]--> Revenge of the Green Dragons --[directed_by]--> Andrew Loo
Path (Raw):       Revenge of the Green Dragons --[directed_by]--> Andrew Loo --[(INV) directed_by]--> Revenge of the Green Dragons --[directed_by]--> Andrew Loo
Neg LogProb(↓):   0.001149
Path Entropy(↓):  0.009072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by freddie highmore
Start Entity:     freddie highmore
Gold Answer:      [['The Art of Getting By', 'The Spiderwick Chronicles', 'Charlie and the Chocolate Factory']]
Predicted Ans:    Charlie and the Chocolate Factory
Predicted Path:   freddie highmore --[(INV) has_tags]--> Charlie and the Chocolate Factory --[has_tags]--> freddie highmore --[(INV) has_tags]--> Charlie and the Chocolate Factory
Path (Raw):       freddie highmore --[(INV) has_tags]--> Charlie and the Chocolate Factory --[has_tags]--> freddie highmore --[(INV) has_tags]--> Charlie and the Chocolate Factory
Neg LogProb(↓):   0.331723
Path Entropy(↓):  0.600292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie variety lights
Start Entity:     Variety Lights
Gold Answer:      [['1980', '1970', '1954', '1968', '1963', '1973', '1953', '1983', '1976', '1972', '1955', '1962', '1978', '1949', '1950', '1960', '1969', '1965', '1987', '1986', '1952']]
Predicted Ans:    1968
Predicted Path:   Variety Lights --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[release_year]--> 1968
Path (Raw):       Variety Lights --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[release_year]--> 1968
Neg LogProb(↓):   0.418479
Path Entropy(↓):  1.268824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie changing lanes in a few words
Start Entity:     Changing Lanes
Gold Answer:      [['samuel l. jackson', 'roger michell']]
Predicted Ans:    roger michell
Predicted Path:   Changing Lanes --[has_tags]--> roger michell --[(INV) has_tags]--> Le Week-End --[has_tags]--> roger michell
Path (Raw):       Changing Lanes --[has_tags]--> roger michell --[(INV) has_tags]--> Le Week-End --[has_tags]--> roger michell
Neg LogProb(↓):   0.039874
Path Entropy(↓):  0.168384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of drunken angel
Start Entity:     Drunken Angel
Gold Answer:      [['Setsuko Hara', 'Tatsuya Nakadai', 'Takashi Shimura', 'Masayuki Mori', 'Susumu Fujita']]
Predicted Ans:    Tatsuya Nakadai
Predicted Path:   Drunken Angel --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[starred_actors]--> Tatsuya Nakadai
Path (Raw):       Drunken Angel --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[starred_actors]--> Tatsuya Nakadai
Neg LogProb(↓):   0.486208
Path Entropy(↓):  0.953833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the horrible dr. hichcock
Start Entity:     The Horrible Dr. Hichcock
Gold Answer:      [['Ernesto Gastaldi']]
Predicted Ans:    Ernesto Gastaldi
Predicted Path:   The Horrible Dr. Hichcock --[written_by]--> Ernesto Gastaldi --[(INV) written_by]--> The Horrible Dr. Hichcock --[written_by]--> Ernesto Gastaldi
Path (Raw):       The Horrible Dr. Hichcock --[written_by]--> Ernesto Gastaldi --[(INV) written_by]--> The Horrible Dr. Hichcock --[written_by]--> Ernesto Gastaldi
Neg LogProb(↓):   0.205196
Path Entropy(↓):  0.480312
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of karate - robo zaborgar
Start Entity:     Karate-Robo Zaborgar
Gold Answer:      [['Noboru Iguchi']]
Predicted Ans:    Noboru Iguchi
Predicted Path:   Karate-Robo Zaborgar --[written_by]--> Noboru Iguchi --[(INV) written_by]--> RoboGeisha --[directed_by]--> Noboru Iguchi
Path (Raw):       Karate-Robo Zaborgar --[written_by]--> Noboru Iguchi --[(INV) written_by]--> RoboGeisha --[directed_by]--> Noboru Iguchi
Neg LogProb(↓):   0.334113
Path Entropy(↓):  0.759758
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of mark bazeley starred movies
Start Entity:     Mark Bazeley
Gold Answer:      [['Steven Seagal', 'Joe Halpin']]
Predicted Ans:    Steven Seagal
Predicted Path:   Mark Bazeley --[(INV) starred_actors]--> Flight of Fury --[written_by]--> Steven Seagal
Path (Raw):       Mark Bazeley --[No Operation]--> Mark Bazeley --[(INV) starred_actors]--> Flight of Fury --[written_by]--> Steven Seagal
Neg LogProb(↓):   0.261690
Path Entropy(↓):  0.539601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed the clock
Start Entity:     The Clock
Gold Answer:      [['Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   The Clock --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Path (Raw):       The Clock --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.361085
Path Entropy(↓):  0.762586
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of you will meet a tall dark stranger
Start Entity:     You Will Meet a Tall Dark Stranger
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1971', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    2006
Predicted Path:   You Will Meet a Tall Dark Stranger --[directed_by]--> Woody Allen --[(INV) directed_by]--> Scoop --[release_year]--> 2006
Path (Raw):       You Will Meet a Tall Dark Stranger --[directed_by]--> Woody Allen --[(INV) directed_by]--> Scoop --[release_year]--> 2006
Neg LogProb(↓):   2.723266
Path Entropy(↓):  3.515384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by jonathan bernstein
Start Entity:     Jonathan Bernstein
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jonathan Bernstein --[(INV) written_by]--> Max Keeble's Big Move --[has_genre]--> Comedy
Path (Raw):       Jonathan Bernstein --[No Operation]--> Jonathan Bernstein --[(INV) written_by]--> Max Keeble's Big Move --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by janette oke
Start Entity:     Janette Oke
Gold Answer:      [['Katherine Heigl']]
Predicted Ans:    Katherine Heigl
Predicted Path:   Janette Oke --[(INV) written_by]--> Love Comes Softly --[starred_actors]--> Katherine Heigl
Path (Raw):       Janette Oke --[No Operation]--> Janette Oke --[(INV) written_by]--> Love Comes Softly --[starred_actors]--> Katherine Heigl
Neg LogProb(↓):   0.002539
Path Entropy(↓):  0.017688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of labor day
Start Entity:     Labor Day
Gold Answer:      [['Gus Van Sant', 'Jason Reitman']]
Predicted Ans:    Jason Reitman
Predicted Path:   Labor Day --[written_by]--> Jason Reitman --[(INV) written_by]--> Thank You for Smoking --[directed_by]--> Jason Reitman
Path (Raw):       Labor Day --[written_by]--> Jason Reitman --[(INV) written_by]--> Thank You for Smoking --[directed_by]--> Jason Reitman
Neg LogProb(↓):   0.051408
Path Entropy(↓):  0.230837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the she's gotta have it director
Start Entity:     She's Gotta Have It
Gold Answer:      [['James McBride', 'Richard Price', 'D.L. Hughley', 'Bernie Mac', 'Steve Harvey', 'Cedric the Entertainer', 'Mark Protosevich', 'Garon Tsuchiya', 'Nobuaki Minegishi', 'Spike Lee', 'Roger Guenveur Smith', 'Russell Gewirtz', 'Stew', 'Malcolm X', 'Arnold Perl', 'Alex Haley', 'David Benioff']]
Predicted Ans:    Russell Gewirtz
Predicted Path:   She's Gotta Have It --[directed_by]--> Spike Lee --[(INV) directed_by]--> Inside Man --[written_by]--> Russell Gewirtz
Path (Raw):       She's Gotta Have It --[directed_by]--> Spike Lee --[(INV) directed_by]--> Inside Man --[written_by]--> Russell Gewirtz
Neg LogProb(↓):   0.995856
Path Entropy(↓):  1.926777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie izo
Start Entity:     Izo
Gold Answer:      [['1998', '2000', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '2006', '1999', '2002', '2014', '2012', '2007']]
Predicted Ans:    2009
Predicted Path:   Izo --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[release_year]--> 2009
Path (Raw):       Izo --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[release_year]--> 2009
Neg LogProb(↓):   1.635568
Path Entropy(↓):  2.265745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the courtship of eddie's father director
Start Entity:     The Courtship of Eddie's Father
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Courtship of Eddie's Father --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Bells Are Ringing --[has_genre]--> Comedy
Path (Raw):       The Courtship of Eddie's Father --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Bells Are Ringing --[has_genre]--> Comedy
Neg LogProb(↓):   0.227023
Path Entropy(↓):  0.889836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie brannigan, when was it released
Start Entity:     Brannigan
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Brannigan --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Path (Raw):       Brannigan --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Neg LogProb(↓):   1.406207
Path Entropy(↓):  2.846545
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by fredi washington
Start Entity:     Fredi Washington
Gold Answer:      [['DuBose Heyward', "Eugene O'Neill"]]
Predicted Ans:    Eugene O'Neill
Predicted Path:   Fredi Washington --[(INV) starred_actors]--> The Emperor Jones --[written_by]--> Eugene O'Neill
Path (Raw):       Fredi Washington --[No Operation]--> Fredi Washington --[(INV) starred_actors]--> The Emperor Jones --[written_by]--> Eugene O'Neill
Neg LogProb(↓):   0.002605
Path Entropy(↓):  0.018085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the blue dahlia
Start Entity:     The Blue Dahlia
Gold Answer:      [['All the Young Men', 'The Carpetbaggers', 'So Proudly We Hail!', 'I Married a Witch', "Dead Men Don't Wear Plaid", 'The Badlanders', 'Lucky Jordan', 'Shane', 'The Great Gatsby', 'Branded', 'The Glass Key', 'The Deep Six', 'Appointment with Danger', "Sullivan's Travels", 'Boy on a Dolphin']]
Predicted Ans:    The Great Gatsby
Predicted Path:   The Blue Dahlia --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby
Path (Raw):       The Blue Dahlia --[starred_actors]--> Alan Ladd --[No Operation]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby
Neg LogProb(↓):   0.149599
Path Entropy(↓):  0.595886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of mammoth
Start Entity:     Mammoth
Gold Answer:      [['Lukas Moodysson']]
Predicted Ans:    Lukas Moodysson
Predicted Path:   Mammoth --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> Together --[directed_by]--> Lukas Moodysson
Path (Raw):       Mammoth --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> Together --[directed_by]--> Lukas Moodysson
Neg LogProb(↓):   0.249923
Path Entropy(↓):  0.586805
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by gladys lehman
Start Entity:     Gladys Lehman
Gold Answer:      [['Richard Thorpe', 'Irving Cummings', 'Walter Bernstein', 'David Butler', 'Alexander Hall']]
Predicted Ans:    Irving Cummings
Predicted Path:   Gladys Lehman --[(INV) written_by]--> Poor Little Rich Girl --[directed_by]--> Irving Cummings
Path (Raw):       Gladys Lehman --[No Operation]--> Gladys Lehman --[(INV) written_by]--> Poor Little Rich Girl --[directed_by]--> Irving Cummings
Neg LogProb(↓):   0.010466
Path Entropy(↓):  0.060739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by rajiv chandrasekaran
Start Entity:     Rajiv Chandrasekaran
Gold Answer:      [['Igal Naor']]
Predicted Ans:    Igal Naor
Predicted Path:   Rajiv Chandrasekaran --[(INV) written_by]--> Green Zone --[starred_actors]--> Igal Naor
Path (Raw):       Rajiv Chandrasekaran --[No Operation]--> Rajiv Chandrasekaran --[(INV) written_by]--> Green Zone --[starred_actors]--> Igal Naor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of prince of the city
Start Entity:     Prince of the City
Gold Answer:      [['Night Falls on Manhattan', 'Year of the Dragon', 'Find Me Guilty']]
Predicted Ans:    Year of the Dragon
Predicted Path:   Prince of the City --[written_by]--> Robert Daley --[(INV) written_by]--> Year of the Dragon
Path (Raw):       Prince of the City --[No Operation]--> Prince of the City --[written_by]--> Robert Daley --[(INV) written_by]--> Year of the Dragon
Neg LogProb(↓):   0.398196
Path Entropy(↓):  0.950980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of richard phillips written films
Start Entity:     Richard Phillips
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Richard Phillips --[(INV) written_by]--> Captain Phillips --[release_year]--> 2013
Path (Raw):       Richard Phillips --[No Operation]--> Richard Phillips --[(INV) written_by]--> Captain Phillips --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with philosophical
Start Entity:     philosophical
Gold Answer:      [['The Addiction', 'The Matrix', 'Ghost in the Shell']]
Predicted Ans:    The Addiction
Predicted Path:   philosophical --[(INV) has_tags]--> The Addiction --[has_tags]--> philosophical --[(INV) has_tags]--> The Addiction
Path (Raw):       philosophical --[(INV) has_tags]--> The Addiction --[has_tags]--> philosophical --[(INV) has_tags]--> The Addiction
Neg LogProb(↓):   0.130123
Path Entropy(↓):  0.435339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie we are marshall
Start Entity:     We Are Marshall
Gold Answer:      [['2008', '2003', '2006', '1998', '2009', '1994', '2014', '1943', '1983', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '2005', '1999', '1987']]
Predicted Ans:    2008
Predicted Path:   We Are Marshall --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Surfer, Dude --[release_year]--> 2008
Path (Raw):       We Are Marshall --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Surfer, Dude --[release_year]--> 2008
Neg LogProb(↓):   1.077370
Path Entropy(↓):  1.545727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of guns at batasi
Start Entity:     Guns at Batasi
Gold Answer:      [['Jessica Lange', "Peter O'Toole", 'Faye Dunaway', 'Adrien Brody', 'William Holden', 'Charles Grodin', 'James Brolin', 'Gordon Scott', 'Charlton Heston', 'Tanya Roberts', 'Jeremy Kemp', 'Peter Ustinov', 'George Peppard', 'Brian Kerwin', 'Linda Hamilton', 'Paul Newman', 'Naomi Watts', 'Ted Wass', 'Jeff Bridges', 'Ursula Andress', 'Yvette Mimieux', 'Richard Roundtree', 'Ben Gazzara', 'George Segal', 'Robert Vaughn', 'Robert Armstrong', 'Fay Wray', 'Jack Black', 'Bruce Cabot', 'Steve McQueen', 'Anthony Quayle', 'James Mason']]
Predicted Ans:    George Segal
Predicted Path:   Guns at Batasi --[directed_by]--> John Guillermin --[(INV) directed_by]--> The Bridge at Remagen --[starred_actors]--> George Segal
Path (Raw):       Guns at Batasi --[directed_by]--> John Guillermin --[(INV) directed_by]--> The Bridge at Remagen --[starred_actors]--> George Segal
Neg LogProb(↓):   1.042245
Path Entropy(↓):  1.855753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by raya martin in
Start Entity:     Raya Martin
Gold Answer:      [['Filipino']]
Predicted Ans:    Filipino
Predicted Path:   Raya Martin --[(INV) directed_by]--> Independencia --[in_language]--> Filipino
Path (Raw):       Raya Martin --[No Operation]--> Raya Martin --[(INV) directed_by]--> Independencia --[in_language]--> Filipino
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie six degrees of separation
Start Entity:     Six Degrees of Separation
Gold Answer:      [['Griffin Dunne', 'Patrick Stettner', 'Lee Grant', 'Mike Nichols', 'Randal Kleiser', 'Matt Williams', 'Andrew Bergman', 'John Boorman', 'James Frawley']]
Predicted Ans:    John Boorman
Predicted Path:   Six Degrees of Separation --[starred_actors]--> Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[directed_by]--> John Boorman
Path (Raw):       Six Degrees of Separation --[starred_actors]--> Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[directed_by]--> John Boorman
Neg LogProb(↓):   0.314221
Path Entropy(↓):  0.688345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in jumpin'jack flash
Start Entity:     Jumpin' Jack Flash
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jumpin' Jack Flash --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Jumpin' Jack Flash --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie all of me are written by who
Start Entity:     All of Me
Gold Answer:      [['Steve Martin', 'Dale Launer', 'Ernestine Gilbreth Carey', 'Stan Daniels', 'Ed. Weinberger', 'George Eliot', 'David O. Russell', 'Jeff Baena', 'Neil Simon', 'Blake Edwards', 'Jo Swerling', 'Matt Ember', 'Ron Howard', 'Adam Rex', 'Tom J. Astle', 'David Mamet', 'Katherine Leslie Moore', 'Jane Wagner', 'David Atkins', 'Bruce Jay Friedman', 'Maurice Richlin', 'Richard Matheson', 'Nancy Meyers', 'Lorne Michaels', 'Randy Newman', 'Albert Hackett', 'Robert Benton', 'Frances Goodrich', 'Edward Streeter', 'Edmond Rostand', 'Harvey Miller', 'Scott Neustadter', 'Michael H. Weber', 'Stanley Shapiro', 'Paul Henning', 'Ursula Meier', 'Jason Filardi', 'Carl Reiner', 'Michael Elias', 'Carl Gottlieb', 'Nora Ephron', 'Dennis Potter', 'Lowell Ganz', 'Babaloo Mandel', 'George Gipe', 'Andy Breckman']]
Predicted Ans:    Blake Edwards
Predicted Path:   All of Me --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Path (Raw):       All of Me --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.131885
Path Entropy(↓):  2.025560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie entre ses mains in
Start Entity:     Entre ses mains
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Entre ses mains --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Entre ses mains --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.132724
Path Entropy(↓):  3.223701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by peter rodger
Start Entity:     Peter Rodger
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Peter Rodger --[(INV) starred_actors]--> Oh My God --[has_genre]--> Documentary
Path (Raw):       Peter Rodger --[No Operation]--> Peter Rodger --[(INV) starred_actors]--> Oh My God --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in mildred pierce
Start Entity:     Mildred Pierce
Gold Answer:      [['Sam Wood', 'George Cukor', 'Felix E. Feist', 'Diane English', 'Harry Beaumont', 'Jean Negulesco', 'Richard Thorpe', 'Frank Borzage', 'Raoul Walsh', 'Otto Preminger', 'Robert Aldrich', 'Dorothy Arzner', 'George Marshall', 'Nicholas Ray', 'Mark Robson', 'Ranald MacDougall', 'Vincent Sherman', 'George Fitzmaurice', 'Michael Curtiz', 'Jules Dassin', 'Frank Capra', 'Hall Bartlett', 'David Miller', 'Tod Browning', 'Curtis Bernhardt', 'W.S. Van Dyke', 'William Nigh', 'Freddie Francis', 'Charles Walters', 'Gustaf Molander', 'Jack Conway', 'Lloyd Bacon', 'Michael Gottlieb', 'David Butler', 'William Castle', 'Richard Boleslawski', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    Clarence Brown
Predicted Path:   Mildred Pierce --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[directed_by]--> Clarence Brown
Path (Raw):       Mildred Pierce --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[directed_by]--> Clarence Brown
Neg LogProb(↓):   1.620937
Path Entropy(↓):  2.696918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was niven busch the writer of
Start Entity:     Niven Busch
Gold Answer:      [['The Westerner', 'Belle Starr', 'In Old Chicago']]
Predicted Ans:    The Westerner
Predicted Path:   Niven Busch --[(INV) written_by]--> The Westerner --[written_by]--> Stuart N. Lake --[(INV) written_by]--> The Westerner
Path (Raw):       Niven Busch --[(INV) written_by]--> The Westerner --[written_by]--> Stuart N. Lake --[(INV) written_by]--> The Westerner
Neg LogProb(↓):   0.673806
Path Entropy(↓):  0.713712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed three little words
Start Entity:     Three Little Words
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Three Little Words --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Double Wedding --[has_genre]--> Comedy
Path (Raw):       Three Little Words --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Double Wedding --[has_genre]--> Comedy
Neg LogProb(↓):   0.851400
Path Entropy(↓):  1.503888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie love me if you dare are written by who
Start Entity:     Love Me If You Dare
Gold Answer:      [['Yann Samuell']]
Predicted Ans:    Yann Samuell
Predicted Path:   Love Me If You Dare --[directed_by]--> Yann Samuell --[(INV) directed_by]--> With Love... from the Age of Reason --[written_by]--> Yann Samuell
Path (Raw):       Love Me If You Dare --[directed_by]--> Yann Samuell --[(INV) directed_by]--> With Love... from the Age of Reason --[written_by]--> Yann Samuell
Neg LogProb(↓):   0.005006
Path Entropy(↓):  0.035701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of renee le calm acted films
Start Entity:     Renée Le Calm
Gold Answer:      [['Cédric Klapisch']]
Predicted Ans:    Cédric Klapisch
Predicted Path:   Renée Le Calm --[(INV) starred_actors]--> When the Cat's Away --[directed_by]--> Cédric Klapisch
Path (Raw):       Renée Le Calm --[No Operation]--> Renée Le Calm --[(INV) starred_actors]--> When the Cat's Away --[directed_by]--> Cédric Klapisch
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of gloria
Start Entity:     Gloria
Gold Answer:      [['Milcho Manchevski', 'John Cassavetes', 'Nick Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Gloria --[written_by]--> John Cassavetes --[(INV) written_by]--> Shadows --[directed_by]--> John Cassavetes
Path (Raw):       Gloria --[written_by]--> John Cassavetes --[(INV) written_by]--> Shadows --[directed_by]--> John Cassavetes
Neg LogProb(↓):   1.747972
Path Entropy(↓):  2.359238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of major payne
Start Entity:     Major Payne
Gold Answer:      [['Peter MacDonald', 'Mike Binder']]
Predicted Ans:    Peter MacDonald
Predicted Path:   Major Payne --[written_by]--> Damon Wayans --[(INV) written_by]--> Mo' Money --[directed_by]--> Peter MacDonald
Path (Raw):       Major Payne --[written_by]--> Damon Wayans --[(INV) written_by]--> Mo' Money --[directed_by]--> Peter MacDonald
Neg LogProb(↓):   0.000909
Path Entropy(↓):  0.007418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie blossoms in the dust
Start Entity:     Blossoms in the Dust
Gold Answer:      [['1944', '1959', '1993', '1936', '1941', '1933', '1951', '1994', '1932', '1956', '1931', '1943', '1942', '1940', '1961', '1955', '1962', '1949', '1937', '1952', '1958']]
Predicted Ans:    1959
Predicted Path:   Blossoms in the Dust --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[release_year]--> 1959
Path (Raw):       Blossoms in the Dust --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[release_year]--> 1959
Neg LogProb(↓):   1.547845
Path Entropy(↓):  2.766656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is sex drive
Start Entity:     Sex Drive
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sex Drive --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Sex Drive --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.303929
Path Entropy(↓):  4.298173
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie a very potter musical
Start Entity:     A Very Potter Musical
Gold Answer:      [['Nick Lang', 'Brian Holden', 'Matt Lang']]
Predicted Ans:    Nick Lang
Predicted Path:   A Very Potter Musical --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[written_by]--> Nick Lang
Path (Raw):       A Very Potter Musical --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[written_by]--> Nick Lang
Neg LogProb(↓):   0.082762
Path Entropy(↓):  0.368163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the groundstar conspiracy
Start Entity:     The Groundstar Conspiracy
Gold Answer:      [['Jim Brown', 'Rock Hudson', 'Ernest Borgnine', 'Patrick McGoohan']]
Predicted Ans:    Rock Hudson
Predicted Path:   The Groundstar Conspiracy --[written_by]--> Douglas Heyes --[(INV) written_by]--> Ice Station Zebra --[starred_actors]--> Rock Hudson
Path (Raw):       The Groundstar Conspiracy --[written_by]--> Douglas Heyes --[(INV) written_by]--> Ice Station Zebra --[starred_actors]--> Rock Hudson
Neg LogProb(↓):   0.038865
Path Entropy(↓):  0.162934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with get crazy in
Start Entity:     Get Crazy
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Get Crazy --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[in_language]--> English
Path (Raw):       Get Crazy --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[in_language]--> English
Neg LogProb(↓):   0.027088
Path Entropy(↓):  0.130715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by sandow birk fall under
Start Entity:     Sandow Birk
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sandow Birk --[(INV) written_by]--> Dante's Inferno --[has_genre]--> Comedy
Path (Raw):       Sandow Birk --[No Operation]--> Sandow Birk --[(INV) written_by]--> Dante's Inferno --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in riding alone for thousands of miles
Start Entity:     Riding Alone for Thousands of Miles
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Riding Alone for Thousands of Miles --[starred_actors]--> Ken Takakura --[(INV) starred_actors]--> Black Rain --[in_language]--> Japanese
Path (Raw):       Riding Alone for Thousands of Miles --[starred_actors]--> Ken Takakura --[(INV) starred_actors]--> Black Rain --[in_language]--> Japanese
Neg LogProb(↓):   0.000425
Path Entropy(↓):  0.004056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the war are directed by who
Start Entity:     The War
Gold Answer:      [['Roger Donaldson', 'Joseph Ruben', 'Ron Shelton', 'Clint Eastwood', 'Joshua Michael Stern', 'Chadd Harbold', 'Mike Binder', 'John Badham', 'Tony Scott', 'William Friedkin', 'Phil Alden Robinson', 'Richard Donner', 'Brent Shields', 'Edward Burns', 'Mick Jackson', 'Mimi Leder', 'Tom Shadyac', 'Lawrence Kasdan', 'Stephen Sommers', 'Liev Schreiber', 'Michel Gondry', 'Andrew Davis', 'Sam Raimi', 'Bruce A. Evans', 'Rune Denstad Langlo', 'Kevin Costner', 'Robert Benton', 'Kevin Reynolds', 'James B. Clark', 'Nacho Vigalondo', 'Steve De Jarnatt', 'Ulu Grosbard', 'Luis Mandoki', 'Stuart Gillard', 'Álex de la Iglesia', 'McG', 'Diablo Cody', 'Craig R. Baxley', 'Mary Agnes Donoghue', 'Steve Miner', 'Joseph L. Mankiewicz', 'Brian De Palma', 'Rob Reiner', 'Mark Milgard']]
Predicted Ans:    Rob Reiner
Predicted Path:   The War --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Path (Raw):       The War --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Neg LogProb(↓):   1.602254
Path Entropy(↓):  1.871160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by greg berlanti
Start Entity:     Greg Berlanti
Gold Answer:      [['Life as We Know It']]
Predicted Ans:    Life as We Know It
Predicted Path:   Greg Berlanti --[(INV) directed_by]--> Life as We Know It --[directed_by]--> Greg Berlanti --[(INV) directed_by]--> Life as We Know It
Path (Raw):       Greg Berlanti --[(INV) directed_by]--> Life as We Know It --[directed_by]--> Greg Berlanti --[(INV) directed_by]--> Life as We Know It
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of a plumm summer
Start Entity:     A Plumm Summer
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   A Plumm Summer --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       A Plumm Summer --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.257799
Path Entropy(↓):  4.631435
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by anthony stacchi
Start Entity:     Anthony Stacchi
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Anthony Stacchi --[(INV) written_by]--> Open Season --[has_genre]--> Comedy
Path (Raw):       Anthony Stacchi --[No Operation]--> Anthony Stacchi --[(INV) written_by]--> Open Season --[has_genre]--> Comedy
Neg LogProb(↓):   0.000486
Path Entropy(↓):  0.004352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - directors of cordell barker
Start Entity:     Cordell Barker
Gold Answer:      [['Michael Laughlin', 'Michael Crichton']]
Predicted Ans:    Michael Crichton
Predicted Path:   Cordell Barker --[(INV) directed_by]--> Runaway --[directed_by]--> Michael Crichton
Path (Raw):       Cordell Barker --[No Operation]--> Cordell Barker --[(INV) directed_by]--> Runaway --[directed_by]--> Michael Crichton
Neg LogProb(↓):   0.020102
Path Entropy(↓):  0.102840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the blind side were directed by who
Start Entity:     The Blind Side
Gold Answer:      [['Bennett Miller', 'Rupert Sanders', 'John Lee Hancock', 'John Wayne']]
Predicted Ans:    Bennett Miller
Predicted Path:   The Blind Side --[written_by]--> Michael Lewis --[(INV) written_by]--> Moneyball --[directed_by]--> Bennett Miller
Path (Raw):       The Blind Side --[written_by]--> Michael Lewis --[(INV) written_by]--> Moneyball --[directed_by]--> Bennett Miller
Neg LogProb(↓):   0.397230
Path Entropy(↓):  0.640907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the kept husbands director release
Start Entity:     Kept Husbands
Gold Answer:      [['1934', '1949', '1933', '1939', '1950', '1940', '1942', '1936', '1938', '1929', '1937', '1984', '1943']]
Predicted Ans:    1936
Predicted Path:   Kept Husbands --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Gold Diggers of 1937 --[release_year]--> 1936
Path (Raw):       Kept Husbands --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Gold Diggers of 1937 --[release_year]--> 1936
Neg LogProb(↓):   1.630705
Path Entropy(↓):  2.292512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with operation crossbow
Start Entity:     Operation Crossbow
Gold Answer:      [['One of Our Aircraft Is Missing', 'Gone to Earth', 'Anzio', 'A Canterbury Tale', 'The Tales of Hoffmann', 'The Red Shoes', 'Black Narcissus', 'Under Ten Flags', 'Behold a Pale Horse', 'The Spy in Black', '49th Parallel', 'The Life and Death of Colonel Blimp']]
Predicted Ans:    Black Narcissus
Predicted Path:   Operation Crossbow --[written_by]--> Emeric Pressburger --[(INV) written_by]--> Black Narcissus
Path (Raw):       Operation Crossbow --[written_by]--> Emeric Pressburger --[(INV) written_by]--> Black Narcissus --[No Operation]--> Black Narcissus
Neg LogProb(↓):   0.145619
Path Entropy(↓):  0.734673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the namesake
Start Entity:     The Namesake
Gold Answer:      [['Susan Butler', 'William Makepeace Thackeray', 'Mary S. Lovell', 'Christine Bell', 'Mohsin Hamid', 'Sabrina Dhawan', 'Mira Nair', 'Sooni Taraporevala', 'Ronald Bass', 'Anna Hamilton Phelan']]
Predicted Ans:    Mira Nair
Predicted Path:   The Namesake --[written_by]--> Sooni Taraporevala --[(INV) written_by]--> Mississippi Masala --[directed_by]--> Mira Nair
Path (Raw):       The Namesake --[written_by]--> Sooni Taraporevala --[(INV) written_by]--> Mississippi Masala --[directed_by]--> Mira Nair
Neg LogProb(↓):   0.768967
Path Entropy(↓):  0.786429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie stargate were released in which years
Start Entity:     Stargate
Gold Answer:      [['1998', '2000', '2009', '1954', '2008', '1990', '1992', '2004', '1996', '1985', '2014', '2011', '2013']]
Predicted Ans:    2004
Predicted Path:   Stargate --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> The Day After Tomorrow --[release_year]--> 2004
Path (Raw):       Stargate --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> The Day After Tomorrow --[release_year]--> 2004
Neg LogProb(↓):   0.930825
Path Entropy(↓):  1.522366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of what?
Start Entity:     What?
Gold Answer:      [['Christoph Waltz', 'Ruth Gordon', 'Peter Coyote', 'Emmanuelle Seigner', 'Catherine Deneuve', 'Kate Winslet', 'Harrison Ford', 'Francesca Annis', 'Jon Finch', 'Roman Polanski', 'John C. Reilly', 'Ewan McGregor', 'John Cassavetes', 'Melvyn Douglas', 'Ian Hendry', 'Isabelle Adjani', 'Mia Farrow', 'Nastassja Kinski', 'Sidney Blackmer', 'Kristin Scott Thomas', 'Orson Welles', 'Hugh Grant', 'Jodie Foster', 'Yvonne Furneaux', 'John Fraser']]
Predicted Ans:    Roman Polanski
Predicted Path:   What? --[written_by]--> Roman Polanski --[(INV) written_by]--> Venus in Fur --[directed_by]--> Roman Polanski
Path (Raw):       What? --[written_by]--> Roman Polanski --[(INV) written_by]--> Venus in Fur --[directed_by]--> Roman Polanski
Neg LogProb(↓):   1.204411
Path Entropy(↓):  1.981838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by richard benjamin
Start Entity:     Richard Benjamin
Gold Answer:      [['Neil Simon', 'Howard R. Cohen', 'Stephen Sondheim', 'Philip Roth', 'Buck Henry', 'Joseph Heller', 'Paul Rudnick', 'Michael Crichton', 'Arnold Schulman', 'Anthony Perkins', 'Robert Kaufman', 'Eleanor Perry', 'Sue Kaufman']]
Predicted Ans:    Michael Crichton
Predicted Path:   Richard Benjamin --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Path (Raw):       Richard Benjamin --[No Operation]--> Richard Benjamin --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Neg LogProb(↓):   0.620138
Path Entropy(↓):  0.791322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie shame
Start Entity:     Shame
Gold Answer:      [['max von sydow', 'ingmar bergman', 'war', 'liv ullmann']]
Predicted Ans:    steve mcqueen
Predicted Path:   Shame --[has_tags]--> steve mcqueen --[(INV) has_tags]--> Papillon --[has_tags]--> steve mcqueen
Path (Raw):       Shame --[has_tags]--> steve mcqueen --[(INV) has_tags]--> Papillon --[has_tags]--> steve mcqueen
Neg LogProb(↓):   0.120083
Path Entropy(↓):  0.374917
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of walter saxer written movies
Start Entity:     Walter Saxer
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Walter Saxer --[(INV) written_by]--> Scream of Stone --[release_year]--> 1991
Path (Raw):       Walter Saxer --[No Operation]--> Walter Saxer --[(INV) written_by]--> Scream of Stone --[release_year]--> 1991
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed this is england
Start Entity:     This Is England
Gold Answer:      [['2008', '1999', '2002', '2004']]
Predicted Ans:    1999
Predicted Path:   This Is England --[directed_by]--> Shane Meadows --[(INV) directed_by]--> A Room for Romeo Brass --[release_year]--> 1999
Path (Raw):       This Is England --[directed_by]--> Shane Meadows --[(INV) directed_by]--> A Room for Romeo Brass --[release_year]--> 1999
Neg LogProb(↓):   0.482102
Path Entropy(↓):  1.028566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by stephen hillenburg
Start Entity:     Stephen Hillenburg
Gold Answer:      [['Paul Tibbitt', 'Tim Hill', 'Kent Osborne', 'Derek Drymon', 'Aaron Springer']]
Predicted Ans:    Paul Tibbitt
Predicted Path:   Stephen Hillenburg --[(INV) directed_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Path (Raw):       Stephen Hillenburg --[No Operation]--> Stephen Hillenburg --[(INV) directed_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Neg LogProb(↓):   0.348957
Path Entropy(↓):  0.909792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by kenneth nelson
Start Entity:     Kenneth Nelson
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Kenneth Nelson --[(INV) starred_actors]--> The Boys in the Band --[release_year]--> 1970
Path (Raw):       Kenneth Nelson --[No Operation]--> Kenneth Nelson --[(INV) starred_actors]--> The Boys in the Band --[release_year]--> 1970
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was john william corrington the writer of
Start Entity:     John William Corrington
Gold Answer:      [['The Omega Man', 'Von Richthofen and Brown']]
Predicted Ans:    Von Richthofen and Brown
Predicted Path:   John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[written_by]--> Joyce Hooper Corrington --[(INV) written_by]--> Von Richthofen and Brown
Path (Raw):       John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[written_by]--> Joyce Hooper Corrington --[(INV) written_by]--> Von Richthofen and Brown
Neg LogProb(↓):   0.594999
Path Entropy(↓):  0.688620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film 13 sins
Start Entity:     13 Sins
Gold Answer:      [['Joe Swanberg', 'Mark Webber', 'Adam Bhala Lough', 'Stephen Berra']]
Predicted Ans:    Joe Swanberg
Predicted Path:   13 Sins --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Path (Raw):       13 Sins --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Neg LogProb(↓):   0.003908
Path Entropy(↓):  0.028810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by michael algieri
Start Entity:     Michael Algieri
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Algieri --[(INV) starred_actors]--> Happythankyoumoreplease --[has_genre]--> Comedy
Path (Raw):       Michael Algieri --[No Operation]--> Michael Algieri --[(INV) starred_actors]--> Happythankyoumoreplease --[has_genre]--> Comedy
Neg LogProb(↓):   0.416300
Path Entropy(↓):  0.641378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about sherlock holmes
Start Entity:     sherlock holmes
Gold Answer:      [['Sherlock Holmes', 'A Study in Scarlet', 'Young Sherlock Holmes', 'Dressed to Kill', 'Terror by Night', 'The Woman in Green', 'The Hound of the Baskervilles', 'Sherlock Holmes and the Secret Weapon', 'The Seven-Per-Cent Solution', 'The Pearl of Death', 'A Study in Terror', 'The Sign of Four', 'Sherlock Holmes in Washington', 'The Great Mouse Detective', 'Sherlock Holmes Faces Death', 'The Private Life of Sherlock Holmes']]
Predicted Ans:    Sherlock Holmes Faces Death
Predicted Path:   sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death
Path (Raw):       sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death
Neg LogProb(↓):   0.151741
Path Entropy(↓):  0.572653
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by terence young
Start Entity:     Terence Young
Gold Answer:      [['Ava Gardner', 'Omar Sharif', 'Catherine Deneuve', 'Charles Boyer', 'Dennis Price', 'Danielle Darrieux', 'Cecil Parker', 'Margaret Lockwood', 'James Mason']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Terence Young --[(INV) written_by]--> Mayerling --[starred_actors]--> Catherine Deneuve
Path (Raw):       Terence Young --[No Operation]--> Terence Young --[(INV) written_by]--> Mayerling --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.011685
Path Entropy(↓):  0.067029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the interrupted melody director
Start Entity:     Interrupted Melody
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Music
Predicted Path:   Interrupted Melody --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Interrupted Melody --[has_genre]--> Music
Path (Raw):       Interrupted Melody --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Interrupted Melody --[has_genre]--> Music
Neg LogProb(↓):   1.297724
Path Entropy(↓):  1.098222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was i think i love my wife directed by
Start Entity:     I Think I Love My Wife
Gold Answer:      [['Chris Rock']]
Predicted Ans:    Chris Rock
Predicted Path:   I Think I Love My Wife --[directed_by]--> Chris Rock --[(INV) directed_by]--> Top Five --[directed_by]--> Chris Rock
Path (Raw):       I Think I Love My Wife --[directed_by]--> Chris Rock --[(INV) directed_by]--> Top Five --[directed_by]--> Chris Rock
Neg LogProb(↓):   0.000166
Path Entropy(↓):  0.001618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by mohsin ahmady
Start Entity:     Mohsin Ahmady
Gold Answer:      [['Feo Aladag']]
Predicted Ans:    Feo Aladag
Predicted Path:   Mohsin Ahmady --[(INV) starred_actors]--> Inbetween Worlds --[directed_by]--> Feo Aladag
Path (Raw):       Mohsin Ahmady --[No Operation]--> Mohsin Ahmady --[(INV) starred_actors]--> Inbetween Worlds --[directed_by]--> Feo Aladag
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the truth about charlie also starred in which films
Start Entity:     The Truth About Charlie
Gold Answer:      [['Besieged', 'Retreat', 'Half of a Yellow Sun', 'The Journey of August King', '2012', 'Norbit', 'Vanishing on 7th Street', 'For Colored Girls', 'RocknRolla', 'Flirting', "Gridlock'd"]]
Predicted Ans:    Besieged
Predicted Path:   The Truth About Charlie --[starred_actors]--> Thandie Newton --[(INV) starred_actors]--> Besieged
Path (Raw):       The Truth About Charlie --[starred_actors]--> Thandie Newton --[No Operation]--> Thandie Newton --[(INV) starred_actors]--> Besieged
Neg LogProb(↓):   0.614050
Path Entropy(↓):  1.264913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with jimmy shergill
Start Entity:     Jimmy Shergill
Gold Answer:      [['Akshay Kumar']]
Predicted Ans:    Akshay Kumar
Predicted Path:   Jimmy Shergill --[(INV) starred_actors]--> Special 26 --[starred_actors]--> Akshay Kumar
Path (Raw):       Jimmy Shergill --[No Operation]--> Jimmy Shergill --[(INV) starred_actors]--> Special 26 --[starred_actors]--> Akshay Kumar
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed coffee and cigarettes
Start Entity:     Coffee and Cigarettes
Gold Answer:      [['Masatoshi Nagase', 'Tom Waits', "Screamin' Jay Hawkins", 'Tom Hiddleston', 'Crispin Glover', 'Roberto Benigni', 'Johnny Depp', 'Gary Farmer', 'Mia Wasikowska', 'Julie Delpy', 'Cinqué Lee', 'Isaach De Bankolé', 'Richard Edson', 'Tilda Swinton', 'Eszter Balint', 'Bill Murray', 'John Lurie', 'Lance Henriksen']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Coffee and Cigarettes --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Down by Law --[starred_actors]--> Roberto Benigni
Path (Raw):       Coffee and Cigarettes --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Down by Law --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.333447
Path Entropy(↓):  0.868602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by rocky v actors
Start Entity:     Rocky V
Gold Answer:      [['Walter Hill', 'Gordon Willis', 'Ted Kotcheff', 'James Mangold', 'Menahem Golan', 'Renny Harlin', 'Paul Bartel', 'Bob Clark', 'John Landis', 'Richard Donner', 'Steve Carver', 'Mikael Håfström', 'John Frankenheimer', 'Roger Spottiswoode', 'Martyn Burke', 'Rob Cohen', 'Luis Llosa', 'Bruce Malmuth', 'Sylvester Stallone', 'Stephen Kay', 'Simon West', 'John G. Avildsen', 'John Flynn', 'George P. Cosmatos', 'Peter Segal', 'Danny Cannon', 'Marco Brambilla', 'Patrick Hughes', 'Mike Hodges']]
Predicted Ans:    Simon West
Predicted Path:   Rocky V --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Rocky V --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.892264
Path Entropy(↓):  1.419793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with sweet smell of success in
Start Entity:     Sweet Smell of Success
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Sweet Smell of Success --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Sweet Smell of Success --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.714622
Path Entropy(↓):  1.120371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the legend of 1900 actors
Start Entity:     The Legend of 1900
Gold Answer:      [['Sport', 'Biography', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Legend of 1900 --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[has_genre]--> Drama
Path (Raw):       The Legend of 1900 --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[has_genre]--> Drama
Neg LogProb(↓):   0.330097
Path Entropy(↓):  1.080388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the witches of eastwick actors release
Start Entity:     The Witches of Eastwick
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1935', '1974', '1977', '2007', '1968', '1998', '2009', '2010', '2004', '1982', '1973', '2014', '1932', '1994', '1983', '1976', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '1934', '1978', '1964', '1997', '1975', '2000', '1966', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1988
Predicted Path:   The Witches of Eastwick --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[release_year]--> 1988
Path (Raw):       The Witches of Eastwick --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[release_year]--> 1988
Neg LogProb(↓):   1.847694
Path Entropy(↓):  3.168488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by james mather in
Start Entity:     James Mather
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   James Mather --[(INV) written_by]--> Lockout --[in_language]--> English
Path (Raw):       James Mather --[No Operation]--> James Mather --[(INV) written_by]--> Lockout --[in_language]--> English
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with william brent bell
Start Entity:     William Brent Bell
Gold Answer:      [['Matthew Peterman']]
Predicted Ans:    Matthew Peterman
Predicted Path:   William Brent Bell --[(INV) written_by]--> The Devil Inside --[written_by]--> Matthew Peterman
Path (Raw):       William Brent Bell --[No Operation]--> William Brent Bell --[(INV) written_by]--> The Devil Inside --[written_by]--> Matthew Peterman
Neg LogProb(↓):   0.561847
Path Entropy(↓):  1.208148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The weather man is a film written by this person
Start Entity:     The Weather Man
Gold Answer:      [['Steve Conrad']]
Predicted Ans:    Steve Conrad
Predicted Path:   The Weather Man --[written_by]--> Steve Conrad --[(INV) written_by]--> Wrestling Ernest Hemingway --[written_by]--> Steve Conrad
Path (Raw):       The Weather Man --[written_by]--> Steve Conrad --[(INV) written_by]--> Wrestling Ernest Hemingway --[written_by]--> Steve Conrad
Neg LogProb(↓):   0.001074
Path Entropy(↓):  0.008508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the keep director
Start Entity:     The Keep
Gold Answer:      [['Thomas Harris', 'Frank Hohimer', 'Eric Roth', 'Marie Brenner', 'Anthony Yerkovich', 'Michael Mann', 'Paul Morrissey', 'Ann Biderman', 'Ronan Bennett', 'Bryan Burrough', 'James Fenimore Cooper', 'Stuart Beattie', 'Robert Dillon']]
Predicted Ans:    Michael Mann
Predicted Path:   The Keep --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[written_by]--> Michael Mann
Path (Raw):       The Keep --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[written_by]--> Michael Mann
Neg LogProb(↓):   0.259144
Path Entropy(↓):  0.902394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the music man
Start Entity:     The Music Man
Gold Answer:      [['Cantonese', 'French', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   The Music Man --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Path (Raw):       The Music Man --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Neg LogProb(↓):   0.301895
Path Entropy(↓):  0.578045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of alex chapple directed movies
Start Entity:     Alex Chapple
Gold Answer:      [['Tony Marchant']]
Predicted Ans:    Tony Marchant
Predicted Path:   Alex Chapple --[(INV) directed_by]--> Diverted --[written_by]--> Tony Marchant
Path (Raw):       Alex Chapple --[No Operation]--> Alex Chapple --[(INV) directed_by]--> Diverted --[written_by]--> Tony Marchant
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jordan brady were in which genres
Start Entity:     Jordan Brady
Gold Answer:      [['Documentary', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jordan Brady --[(INV) directed_by]--> Waking Up in Reno --[has_genre]--> Comedy
Path (Raw):       Jordan Brady --[No Operation]--> Jordan Brady --[(INV) directed_by]--> Waking Up in Reno --[has_genre]--> Comedy
Neg LogProb(↓):   0.000211
Path Entropy(↓):  0.002148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the dictator
Start Entity:     The Dictator
Gold Answer:      [['Larry David', 'Bill Hader', 'Philip Baker Hall', 'Jon Hamm', 'Sacha Baron Cohen', 'Scott Mechlowicz', 'Jacob Pitts']]
Predicted Ans:    Philip Baker Hall
Predicted Path:   The Dictator --[written_by]--> Jeff Schaffer --[(INV) written_by]--> Clear History --[starred_actors]--> Philip Baker Hall
Path (Raw):       The Dictator --[written_by]--> Jeff Schaffer --[(INV) written_by]--> Clear History --[starred_actors]--> Philip Baker Hall
Neg LogProb(↓):   2.032585
Path Entropy(↓):  2.187491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the competition
Start Entity:     The Competition
Gold Answer:      [['1980', '1993', '2006', '1974', '1977', '1998', '2009', '2010', '2004', '1973', '1994', '1995', '1976', '2001', '1989', '1996', '1981', '2013', '1988', '1978', '1964', '1975', '2000', '1991', '1987', '1986', '1952']]
Predicted Ans:    1987
Predicted Path:   The Competition --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Path (Raw):       The Competition --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   1.026879
Path Entropy(↓):  2.256527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by edmund goulding fall under
Start Entity:     Edmund Goulding
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Edmund Goulding --[(INV) written_by]--> That Certain Woman --[has_genre]--> Drama
Path (Raw):       Edmund Goulding --[No Operation]--> Edmund Goulding --[(INV) written_by]--> That Certain Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.015174
Path Entropy(↓):  0.085544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by down periscope actors release
Start Entity:     Down Periscope
Gold Answer:      [['2008', '1992', '2006', '1985', '1979', '1974', '1984', '2007', '1998', '2009', '2010', '2004', '1956', '1995', '2001', '1989', '1996', '2002', '2011', '1978', '1997', '1999']]
Predicted Ans:    2004
Predicted Path:   Down Periscope --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       Down Periscope --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   0.186406
Path Entropy(↓):  0.786108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film fireproof
Start Entity:     Fireproof
Gold Answer:      [['Alex Kendrick']]
Predicted Ans:    Alex Kendrick
Predicted Path:   Fireproof --[directed_by]--> Alex Kendrick --[(INV) directed_by]--> Courageous --[directed_by]--> Alex Kendrick
Path (Raw):       Fireproof --[directed_by]--> Alex Kendrick --[(INV) directed_by]--> Courageous --[directed_by]--> Alex Kendrick
Neg LogProb(↓):   0.000719
Path Entropy(↓):  0.006508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by toni collette in
Start Entity:     Toni Collette
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Toni Collette --[(INV) starred_actors]--> Connie and Carla --[has_genre]--> Comedy
Path (Raw):       Toni Collette --[No Operation]--> Toni Collette --[(INV) starred_actors]--> Connie and Carla --[has_genre]--> Comedy
Neg LogProb(↓):   0.028407
Path Entropy(↓):  0.142754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by joel lok were released in which years
Start Entity:     Joel Lok
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Joel Lok --[(INV) starred_actors]--> The Home Song Stories --[release_year]--> 2007
Path (Raw):       Joel Lok --[No Operation]--> Joel Lok --[(INV) starred_actors]--> The Home Song Stories --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of war of the robots
Start Entity:     War of the Robots
Gold Answer:      [['The Magnificent Gladiator']]
Predicted Ans:    War of the Robots
Predicted Path:   War of the Robots --[written_by]--> Alfonso Brescia --[(INV) written_by]--> War of the Robots
Path (Raw):       War of the Robots --[written_by]--> Alfonso Brescia --[(INV) written_by]--> War of the Robots --[No Operation]--> War of the Robots
Neg LogProb(↓):   0.000189
Path Entropy(↓):  0.001958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the writer of the last wave
Start Entity:     The Last Wave
Gold Answer:      [['Alexandru Potocean', 'Sigourney Weaver', 'Gérard Depardieu', 'Ed Harris', 'Colin Farrell', 'Andie MacDowell', 'Mel Gibson', 'Linda Hunt', 'Mark Lee']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   The Last Wave --[written_by]--> Peter Weir --[(INV) written_by]--> Green Card --[starred_actors]--> Gérard Depardieu
Path (Raw):       The Last Wave --[written_by]--> Peter Weir --[(INV) written_by]--> Green Card --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.879901
Path Entropy(↓):  1.354823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with pere portabella
Start Entity:     Pere Portabella
Gold Answer:      [['Carles Santos']]
Predicted Ans:    Carles Santos
Predicted Path:   Pere Portabella --[(INV) written_by]--> Warsaw Bridge --[written_by]--> Carles Santos
Path (Raw):       Pere Portabella --[No Operation]--> Pere Portabella --[(INV) written_by]--> Warsaw Bridge --[written_by]--> Carles Santos
Neg LogProb(↓):   0.009008
Path Entropy(↓):  0.052720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by priyanka chopra
Start Entity:     Priyanka Chopra
Gold Answer:      [['Hindi', 'Bengali', 'German']]
Predicted Ans:    Bengali
Predicted Path:   Priyanka Chopra --[(INV) starred_actors]--> Gunday --[in_language]--> Bengali
Path (Raw):       Priyanka Chopra --[No Operation]--> Priyanka Chopra --[(INV) starred_actors]--> Gunday --[in_language]--> Bengali
Neg LogProb(↓):   0.675071
Path Entropy(↓):  0.697207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of dear jesse
Start Entity:     Dear Jesse
Gold Answer:      [['Loggerheads']]
Predicted Ans:    Dear Jesse
Predicted Path:   Dear Jesse --[directed_by]--> Tim Kirkman --[(INV) directed_by]--> Dear Jesse
Path (Raw):       Dear Jesse --[directed_by]--> Tim Kirkman --[(INV) directed_by]--> Dear Jesse --[No Operation]--> Dear Jesse
Neg LogProb(↓):   0.009115
Path Entropy(↓):  0.052979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie mars attacks! were in which languages
Start Entity:     Mars Attacks!
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Mars Attacks! --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Mars Attacks! --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.010155
Path Entropy(↓):  0.065817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The proud and the beautiful is a film written by this person
Start Entity:     The Proud and the Beautiful
Gold Answer:      [['Yves Allégret']]
Predicted Ans:    Yves Allégret
Predicted Path:   The Proud and the Beautiful --[written_by]--> Yves Allégret --[(INV) written_by]--> Dédée d'Anvers --[written_by]--> Yves Allégret
Path (Raw):       The Proud and the Beautiful --[written_by]--> Yves Allégret --[(INV) written_by]--> Dédée d'Anvers --[written_by]--> Yves Allégret
Neg LogProb(↓):   0.001151
Path Entropy(↓):  0.009355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by death race actors
Start Entity:     Death Race
Gold Answer:      [['Chuck Logan', 'Todd Haynes', 'Luc Besson', 'Dick Clement', 'Ian La Frenais', 'Donna Powers', 'James Wong', 'Guy Ritchie', 'Katrin Benedikt', 'Creighton Rothenberger', 'Robert Adetuyi', 'Géla Babluani', 'Ken Bruen', 'Richard Wenk', 'Boaz Yakin', 'Tony Giglio', 'John Carpenter', 'Sylvester Stallone', 'David DeFalco', 'Coline Serreau', 'William Goldman', 'Ken Kaufman', 'David Agosto', 'Mark Neveldine', 'Brian Taylor', 'Ranulph Fiennes']]
Predicted Ans:    Donna Powers
Predicted Path:   Death Race --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Path (Raw):       Death Race --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Neg LogProb(↓):   0.707917
Path Entropy(↓):  1.259837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with amour were released in which years
Start Entity:     Amour
Gold Answer:      [['2000', '1997', '2009', '2001', '2003', '1992', '1989', '1994', '2007']]
Predicted Ans:    1997
Predicted Path:   Amour --[written_by]--> Michael Haneke --[(INV) written_by]--> The Castle --[release_year]--> 1997
Path (Raw):       Amour --[written_by]--> Michael Haneke --[(INV) written_by]--> The Castle --[release_year]--> 1997
Neg LogProb(↓):   0.717465
Path Entropy(↓):  0.844415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by d. b. sweeney were released in which years
Start Entity:     D.B. Sweeney
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   D.B. Sweeney --[(INV) starred_actors]--> Roommates --[release_year]--> 1995
Path (Raw):       D.B. Sweeney --[No Operation]--> D.B. Sweeney --[(INV) starred_actors]--> Roommates --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote faster, pussycat! kill! kill!
Start Entity:     Faster, Pussycat! Kill! Kill!
Gold Answer:      [['Russ Meyer', 'Jack Moran']]
Predicted Ans:    Russ Meyer
Predicted Path:   Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer --[(INV) written_by]--> Lorna --[written_by]--> Russ Meyer
Path (Raw):       Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer --[(INV) written_by]--> Lorna --[written_by]--> Russ Meyer
Neg LogProb(↓):   0.905058
Path Entropy(↓):  1.470864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by john carpenter
Start Entity:     John Carpenter
Gold Answer:      [['Tobe Hooper', 'Larry Sulkis']]
Predicted Ans:    John Carpenter
Predicted Path:   John Carpenter --[(INV) starred_actors]--> Body Bags --[directed_by]--> John Carpenter
Path (Raw):       John Carpenter --[No Operation]--> John Carpenter --[(INV) starred_actors]--> Body Bags --[directed_by]--> John Carpenter
Neg LogProb(↓):   0.243507
Path Entropy(↓):  0.589199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you name a film directed by shirley maclaine
Start Entity:     Shirley MacLaine
Gold Answer:      [['Bruno']]
Predicted Ans:    Bruno
Predicted Path:   Shirley MacLaine --[(INV) directed_by]--> Bruno --[directed_by]--> Shirley MacLaine --[(INV) directed_by]--> Bruno
Path (Raw):       Shirley MacLaine --[(INV) directed_by]--> Bruno --[directed_by]--> Shirley MacLaine --[(INV) directed_by]--> Bruno
Neg LogProb(↓):   0.003934
Path Entropy(↓):  0.025703
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the gold of naples
Start Entity:     The Gold of Naples
Gold Answer:      [['Vittorio De Sica']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   The Gold of Naples --[written_by]--> Vittorio De Sica --[(INV) written_by]--> Miracle in Milan --[directed_by]--> Vittorio De Sica
Path (Raw):       The Gold of Naples --[written_by]--> Vittorio De Sica --[(INV) written_by]--> Miracle in Milan --[directed_by]--> Vittorio De Sica
Neg LogProb(↓):   0.083452
Path Entropy(↓):  0.284598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the great escape director
Start Entity:     The Great Escape
Gold Answer:      [['Edward Chodorov', 'Hugh Walpole', 'Edward Anhalt', 'Ernest Hemingway', 'Peter Viertel', 'Don McGuire', 'Howard Breslin', 'Harry Julian Fink', 'Leon Uris', 'Les Crutchfield', 'Millard Kaufman', 'Alistair MacLean', 'Emmet Lavery', 'Francis Biddle', 'Douglas Heyes', 'Martin Caidin', 'Borden Chase', 'Elmore Leonard', 'Leonard Spigelgass', 'James Poe', 'Jack Higgins']]
Predicted Ans:    Howard Breslin
Predicted Path:   The Great Escape --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Path (Raw):       The Great Escape --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Neg LogProb(↓):   0.457721
Path Entropy(↓):  1.320864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the talented mr. ripley actors
Start Entity:     The Talented Mr. Ripley
Gold Answer:      [['Rowan Woods', 'Richard Eyre', 'Alfonso Cuarón', 'Clint Eastwood', 'Mike Nichols', 'Lasse Hallström', 'Peter Ramsey', 'Michael Hoffman', 'Wes Anderson', 'Don Bluth', 'Guy Ritchie', 'Robert Mandel', 'Charlie Peters', 'Sam Raimi', 'Kevin Macdonald', 'Matt Reeves', 'Stuart Blumberg', 'Mark Tonderai', 'Gillian Armstrong', 'Bruno Barreto', 'Lewis Gilbert', 'Mike Newell', 'Martin Scorsese', 'Dean DeBlois', 'Robert De Niro', 'James Kirkwood', 'Diarmuid Lawrence', 'Barry Levinson', 'Jocelyn Moorhouse', 'Shana Feste', 'Ridley Scott', 'Nancy Meyers', 'Robert Rossen', 'Steven Soderbergh', 'Kerry Conran', 'Hamilton Luske', 'Shane Black', 'Anthony Minghella', 'Alexander Korda', 'Neil LaBute', 'Katja von Garnier', 'Joseph L. Mankiewicz', 'George Nolfi', 'Tom Tykwer', 'Joseph Anthony', 'Peter Howitt', 'Woody Allen', 'David Lean', 'Neill Blomkamp', 'Miguel Sapochnik', 'John Madden', 'Kenneth Branagh', 'Jon Favreau', 'Don Roos', 'Henry Hathaway', 'Charles Shyer', 'Gus Van Sant', 'Andrew Davis', 'Francis Ford Coppola', 'Joe Wright', 'Richard Shepard', 'Douglas McGrath', 'Paul Greengrass', 'David Fincher', 'Doug Liman', 'Bruce Beresford', 'Shekhar Kapur', 'Paul Thomas Anderson', 'Clyde Geronimi', 'George Clooney', 'Billy Bob Thornton', 'Robert Redford', 'Gary Goldman', 'John Dahl', 'Steven Zaillian', 'Wilfred Jackson', 'Steven Spielberg', 'Cameron Crowe', 'Oliver Parker', 'Robert Iscove', 'Clarence Brown']]
Predicted Ans:    Barry Levinson
Predicted Path:   The Talented Mr. Ripley --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Path (Raw):       The Talented Mr. Ripley --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.950998
Path Entropy(↓):  1.994272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film in country
Start Entity:     In Country
Gold Answer:      [['Larry Gelbart', 'William Harrison', 'Tim Rice', 'Barry Levinson', 'Jerry Sterner', 'Terry Southern', 'Ronald Harwood', 'Stirling Silliphant', 'John Ball', 'Joseph Stein', 'Ring Lardner Jr.', 'Richard Jessup', 'Diane Drake', 'Valerie Curtin', 'Charles Fuller', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Dan Gordon', 'Carl Reiner', 'Alvin Sargent', 'Norman Jewison', 'John Patrick Shanley', 'James Norman Hall', 'Norman Barasch', 'Brian Moore', 'Carroll Moore', 'Julius J. Epstein', 'John Pielmeier']]
Predicted Ans:    Ronald Harwood
Predicted Path:   In Country --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[written_by]--> Ronald Harwood
Path (Raw):       In Country --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[written_by]--> Ronald Harwood
Neg LogProb(↓):   0.480109
Path Entropy(↓):  1.200138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with career
Start Entity:     Career
Gold Answer:      [['Lonely Are the Brave', 'Change of Habit', 'Exodus', 'The Last Sunset', 'Tender Comrade', 'Gun Crazy', 'You Belong to Me', 'Executive Action', 'The Prowler', 'Johnny Got His Gun', 'Spartacus', 'Roman Holiday', 'He Ran All the Way', 'A Guy Named Joe', 'Thirty Seconds Over Tokyo', 'Terror in a Texas Town']]
Predicted Ans:    Career
Predicted Path:   Career --[written_by]--> James Lee --[(INV) written_by]--> Career
Path (Raw):       Career --[written_by]--> James Lee --[(INV) written_by]--> Career --[No Operation]--> Career
Neg LogProb(↓):   0.981082
Path Entropy(↓):  0.950058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie lola starred who
Start Entity:     Lola
Gold Answer:      [['Susan George', 'Charles Bronson']]
Predicted Ans:    Anouk Aimée
Predicted Path:   Lola --[starred_actors]--> Anouk Aimée --[(INV) starred_actors]--> Model Shop --[starred_actors]--> Anouk Aimée
Path (Raw):       Lola --[starred_actors]--> Anouk Aimée --[(INV) starred_actors]--> Model Shop --[starred_actors]--> Anouk Aimée
Neg LogProb(↓):   0.554341
Path Entropy(↓):  1.179305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of mammuth also wrote which films
Start Entity:     Mammuth
Gold Answer:      [['Aaltra']]
Predicted Ans:    Mammuth
Predicted Path:   Mammuth --[written_by]--> Benoît Delépine --[(INV) written_by]--> Mammuth
Path (Raw):       Mammuth --[written_by]--> Benoît Delépine --[(INV) written_by]--> Mammuth --[No Operation]--> Mammuth
Neg LogProb(↓):   0.483422
Path Entropy(↓):  0.666820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the big bus are directed by who
Start Entity:     The Big Bus
Gold Answer:      [['John Cromwell', 'Griffin Dunne', 'Patrick Stettner', 'Lee Grant', 'Richard Benjamin', 'Gene Wilder', 'Renée Taylor', 'Robert B. Bean', 'Mike Nichols', 'Randal Kleiser', 'Matt Williams', 'Rudy De Luca', 'Joseph Bologna', 'Stanley Donen', 'Andrew Bergman', 'John Boorman']]
Predicted Ans:    John Boorman
Predicted Path:   The Big Bus --[starred_actors]--> Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[directed_by]--> John Boorman
Path (Raw):       The Big Bus --[starred_actors]--> Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[directed_by]--> John Boorman
Neg LogProb(↓):   0.634132
Path Entropy(↓):  0.911046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of robert meyer burnett
Start Entity:     Robert Meyer Burnett
Gold Answer:      [['Mark A. Altman']]
Predicted Ans:    Mark A. Altman
Predicted Path:   Robert Meyer Burnett --[(INV) written_by]--> Free Enterprise --[written_by]--> Mark A. Altman
Path (Raw):       Robert Meyer Burnett --[No Operation]--> Robert Meyer Burnett --[(INV) written_by]--> Free Enterprise --[written_by]--> Mark A. Altman
Neg LogProb(↓):   0.007050
Path Entropy(↓):  0.042034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of shoot on sight also starred in which movies
Start Entity:     Shoot on Sight
Gold Answer:      [['The Good Heart', 'The Glimmer Man', 'Raajneeti', 'Zindagi Na Milegi Dobara', 'Manhunter', 'The Perfect Murder', 'Troy', 'The Bourne Supremacy', 'The Trials of Henry Kissinger', 'The Ringer', 'The Escapist', 'Running with Scissors', 'Valley of Flowers', 'Ironclad', 'The League of Extraordinary Gentlemen', 'Desperate Measures']]
Predicted Ans:    The Bourne Supremacy
Predicted Path:   Shoot on Sight --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy
Path (Raw):       Shoot on Sight --[starred_actors]--> Brian Cox --[No Operation]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy
Neg LogProb(↓):   0.296064
Path Entropy(↓):  1.063530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of attack of the giant leeches starred who
Start Entity:     Attack of the Giant Leeches
Gold Answer:      [['George Peppard', 'Charles Bronson', 'Tony Curtis', 'Rock Hudson']]
Predicted Ans:    Rock Hudson
Predicted Path:   Attack of the Giant Leeches --[written_by]--> Leo Gordon --[(INV) written_by]--> Tobruk --[starred_actors]--> Rock Hudson
Path (Raw):       Attack of the Giant Leeches --[written_by]--> Leo Gordon --[(INV) written_by]--> Tobruk --[starred_actors]--> Rock Hudson
Neg LogProb(↓):   0.462144
Path Entropy(↓):  0.683354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of nice guy johnny also wrote movies
Start Entity:     Nice Guy Johnny
Gold Answer:      [['Ash Wednesday', 'The Brothers McMullen', 'Newlyweds', 'The Groomsmen', 'Sidewalks of New York', 'The Fitzgerald Family Christmas', 'No Looking Back', "She's the One", 'Purple Violets']]
Predicted Ans:    The Groomsmen
Predicted Path:   Nice Guy Johnny --[written_by]--> Edward Burns --[(INV) written_by]--> The Groomsmen
Path (Raw):       Nice Guy Johnny --[written_by]--> Edward Burns --[(INV) written_by]--> The Groomsmen --[No Operation]--> The Groomsmen
Neg LogProb(↓):   0.365110
Path Entropy(↓):  1.083060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the a home of our own director
Start Entity:     A Home of Our Own
Gold Answer:      [['Phil Sears', 'Blake T. Evans', 'Alan Ormsby', 'David S. Ward', 'Tom Sierchio', 'Fred Mustard Stewart']]
Predicted Ans:    Alan Ormsby
Predicted Path:   A Home of Our Own --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[written_by]--> Alan Ormsby
Path (Raw):       A Home of Our Own --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[written_by]--> Alan Ormsby
Neg LogProb(↓):   0.582494
Path Entropy(↓):  1.019612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jason behr act in
Start Entity:     Jason Behr
Gold Answer:      [['Skinwalkers', 'The Tattooist']]
Predicted Ans:    The Tattooist
Predicted Path:   Jason Behr --[(INV) starred_actors]--> The Tattooist --[starred_actors]--> Robbie Magasiva --[(INV) starred_actors]--> The Tattooist
Path (Raw):       Jason Behr --[(INV) starred_actors]--> The Tattooist --[starred_actors]--> Robbie Magasiva --[(INV) starred_actors]--> The Tattooist
Neg LogProb(↓):   0.578948
Path Entropy(↓):  0.958579
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of too late blues
Start Entity:     Too Late Blues
Gold Answer:      [['The Silencers', 'The Ballad of Cable Hogue', 'Come September', 'If a Man Answers', 'Advance to the Rear', 'Pressure Point']]
Predicted Ans:    Pressure Point
Predicted Path:   Too Late Blues --[starred_actors]--> Bobby Darin --[(INV) starred_actors]--> Pressure Point
Path (Raw):       Too Late Blues --[starred_actors]--> Bobby Darin --[No Operation]--> Bobby Darin --[(INV) starred_actors]--> Pressure Point
Neg LogProb(↓):   0.856792
Path Entropy(↓):  1.291016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by anthony hopkins in
Start Entity:     Anthony Hopkins
Gold Answer:      [['Drama', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       Anthony Hopkins --[No Operation]--> Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.319110
Path Entropy(↓):  0.907555
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Taylor nichols appears in which movies
Start Entity:     Taylor Nichols
Gold Answer:      [['Barcelona']]
Predicted Ans:    Barcelona
Predicted Path:   Taylor Nichols --[(INV) starred_actors]--> Barcelona --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Barcelona
Path (Raw):       Taylor Nichols --[(INV) starred_actors]--> Barcelona --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Barcelona
Neg LogProb(↓):   0.182925
Path Entropy(↓):  0.584312
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in soul survivors
Start Entity:     Soul Survivors
Gold Answer:      [['Tony Goldwyn', 'Gabriele Muccino', 'Geoffrey Haley', 'Rob Schmidt', 'Shekhar Kapur', 'Roland Joffé', 'Steve Buscemi', 'William Friedkin', 'Ben Affleck', 'Peyton Reed', 'Risa Bramon Garcia', 'Don Sharp', 'Michael Winterbottom', 'Gus Van Sant', 'David Lowery', 'Andrew Davis', 'Morgan J. Freeman', "Tommy O'Haver", 'Miles Brandman', 'Brett Ratner', 'Franck Khalfoun', 'Sam Mendes', 'Zoltan Korda']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   Soul Survivors --[starred_actors]--> Casey Affleck --[(INV) starred_actors]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Path (Raw):       Soul Survivors --[starred_actors]--> Casey Affleck --[(INV) starred_actors]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Neg LogProb(↓):   0.172060
Path Entropy(↓):  0.606777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie two lives
Start Entity:     Two Lives
Gold Answer:      [['Jan Troell', 'Bengt Forslund', 'Vilhelm Moberg', 'Larry Kramer', 'Fritjof Capra', 'Steve McQueen', 'James Hilton', 'Ingmar Bergman', 'Bernt Amadeus Capra', 'Robert Riskin']]
Predicted Ans:    Georg Maas
Predicted Path:   Two Lives --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[written_by]--> Georg Maas
Path (Raw):       Two Lives --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[written_by]--> Georg Maas
Neg LogProb(↓):   0.168438
Path Entropy(↓):  0.682411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the bad santa director release
Start Entity:     Bad Santa
Gold Answer:      [['2001', '2006']]
Predicted Ans:    2006
Predicted Path:   Bad Santa --[directed_by]--> Terry Zwigoff --[(INV) directed_by]--> Art School Confidential --[release_year]--> 2006
Path (Raw):       Bad Santa --[directed_by]--> Terry Zwigoff --[(INV) directed_by]--> Art School Confidential --[release_year]--> 2006
Neg LogProb(↓):   0.652508
Path Entropy(↓):  0.913453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did walter mosley write
Start Entity:     Walter Mosley
Gold Answer:      [['Devil in a Blue Dress']]
Predicted Ans:    Devil in a Blue Dress
Predicted Path:   Walter Mosley --[(INV) written_by]--> Devil in a Blue Dress --[written_by]--> Walter Mosley --[(INV) written_by]--> Devil in a Blue Dress
Path (Raw):       Walter Mosley --[(INV) written_by]--> Devil in a Blue Dress --[written_by]--> Walter Mosley --[(INV) written_by]--> Devil in a Blue Dress
Neg LogProb(↓):   0.054806
Path Entropy(↓):  0.208208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with raoul walsh
Start Entity:     Raoul Walsh
Gold Answer:      [['Carl Harbaugh', 'Owen Frawley Kildare']]
Predicted Ans:    Raoul Walsh
Predicted Path:   Raoul Walsh --[(INV) written_by]--> Regeneration --[written_by]--> Raoul Walsh
Path (Raw):       Raoul Walsh --[No Operation]--> Raoul Walsh --[(INV) written_by]--> Regeneration --[written_by]--> Raoul Walsh
Neg LogProb(↓):   0.018849
Path Entropy(↓):  0.103248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in we won't grow old together
Start Entity:     We Won't Grow Old Together
Gold Answer:      [['Régis Wargnier', 'Jacques Audiard', 'Andrew Haigh']]
Predicted Ans:    Maurice Pialat
Predicted Path:   We Won't Grow Old Together --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[directed_by]--> Maurice Pialat
Path (Raw):       We Won't Grow Old Together --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[directed_by]--> Maurice Pialat
Neg LogProb(↓):   0.026607
Path Entropy(↓):  0.133014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor cam gigandet appeared in the same movie with who
Start Entity:     Cam Gigandet
Gold Answer:      [['Adrien Brody', 'Aly Michalka', 'Minka Kelly', 'Paul Bettany', 'Leighton Meester', 'Maggie Q', 'Eric Dane', 'Amber Heard', 'Forest Whitaker', 'Christina Aguilera', 'Cher', 'Sean Faris']]
Predicted Ans:    Adrien Brody
Predicted Path:   Cam Gigandet --[(INV) starred_actors]--> The Experiment --[starred_actors]--> Adrien Brody
Path (Raw):       Cam Gigandet --[No Operation]--> Cam Gigandet --[(INV) starred_actors]--> The Experiment --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.278034
Path Entropy(↓):  0.818267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film millions were in which genres
Start Entity:     Millions
Gold Answer:      [['Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Millions --[directed_by]--> Danny Boyle --[(INV) directed_by]--> The Beach --[has_genre]--> Drama
Path (Raw):       Millions --[directed_by]--> Danny Boyle --[(INV) directed_by]--> The Beach --[has_genre]--> Drama
Neg LogProb(↓):   0.233705
Path Entropy(↓):  0.644697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was roger butterfield the writer of
Start Entity:     Roger Butterfield
Gold Answer:      [['Pride of the Marines']]
Predicted Ans:    The Beguiled
Predicted Path:   Roger Butterfield --[(INV) written_by]--> Pride of the Marines --[written_by]--> Albert Maltz --[(INV) written_by]--> The Beguiled
Path (Raw):       Roger Butterfield --[(INV) written_by]--> Pride of the Marines --[written_by]--> Albert Maltz --[(INV) written_by]--> The Beguiled
Neg LogProb(↓):   0.041017
Path Entropy(↓):  0.206575
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe the movie nuns on the run in a few words
Start Entity:     Nuns on the Run
Gold Answer:      [['british', 'nuns', 'eric idle', 'jonathan lynn', 'robbie coltrane']]
Predicted Ans:    eric idle
Predicted Path:   Nuns on the Run --[has_tags]--> eric idle --[(INV) has_tags]--> Casper --[has_tags]--> eric idle
Path (Raw):       Nuns on the Run --[has_tags]--> eric idle --[(INV) has_tags]--> Casper --[has_tags]--> eric idle
Neg LogProb(↓):   0.231349
Path Entropy(↓):  0.552416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by stephen vizinczey
Start Entity:     Stephen Vizinczey
Gold Answer:      [['George Kaczender']]
Predicted Ans:    George Kaczender
Predicted Path:   Stephen Vizinczey --[(INV) written_by]--> In Praise of Older Women --[directed_by]--> George Kaczender
Path (Raw):       Stephen Vizinczey --[No Operation]--> Stephen Vizinczey --[(INV) written_by]--> In Praise of Older Women --[directed_by]--> George Kaczender
Neg LogProb(↓):   0.000091
Path Entropy(↓):  0.000950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter alex kendrick co - wrote movies with who
Start Entity:     Alex Kendrick
Gold Answer:      [['Stephen Kendrick']]
Predicted Ans:    Alex Kendrick
Predicted Path:   Alex Kendrick --[(INV) written_by]--> Courageous --[written_by]--> Alex Kendrick
Path (Raw):       Alex Kendrick --[No Operation]--> Alex Kendrick --[(INV) written_by]--> Courageous --[written_by]--> Alex Kendrick
Neg LogProb(↓):   0.144828
Path Entropy(↓):  0.490467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by mark griffiths
Start Entity:     Mark Griffiths
Gold Answer:      [['Geoff LaTulippe', 'Kelly Senecal', 'Eric Goodman']]
Predicted Ans:    Kelly Senecal
Predicted Path:   Mark Griffiths --[(INV) directed_by]--> Going the Distance --[written_by]--> Kelly Senecal
Path (Raw):       Mark Griffiths --[No Operation]--> Mark Griffiths --[(INV) directed_by]--> Going the Distance --[written_by]--> Kelly Senecal
Neg LogProb(↓):   0.008883
Path Entropy(↓):  0.058307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie the golden bowl
Start Entity:     The Golden Bowl
Gold Answer:      [['henry james']]
Predicted Ans:    henry james
Predicted Path:   The Golden Bowl --[has_tags]--> henry james --[(INV) has_tags]--> The Golden Bowl --[has_tags]--> henry james
Path (Raw):       The Golden Bowl --[has_tags]--> henry james --[(INV) has_tags]--> The Golden Bowl --[has_tags]--> henry james
Neg LogProb(↓):   0.064912
Path Entropy(↓):  0.235186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of richard boleslawski directed movies
Start Entity:     Richard Boleslawski
Gold Answer:      [['1995', '1998', '1934', '1936', '1935', '2012', '1937', '1958']]
Predicted Ans:    1995
Predicted Path:   Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[release_year]--> 1995
Path (Raw):       Richard Boleslawski --[No Operation]--> Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[release_year]--> 1995
Neg LogProb(↓):   1.648693
Path Entropy(↓):  2.301390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed dodes'ka - den
Start Entity:     Dodes'ka-den
Gold Answer:      [['1980', '1946', '1954', '1993', '1985', '1963', '1957', '1947', '1943', '1948', '1990', '1961', '1955', '1962', '1949', '1975', '1950', '1960', '1991', '1965', '1952', '1958']]
Predicted Ans:    1985
Predicted Path:   Dodes'ka-den --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[release_year]--> 1985
Path (Raw):       Dodes'ka-den --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[release_year]--> 1985
Neg LogProb(↓):   1.187881
Path Entropy(↓):  2.404262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the manxman in a few words
Start Entity:     The Manxman
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Manxman --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Manxman --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.258485
Path Entropy(↓):  0.542854
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by kyle onstott
Start Entity:     Kyle Onstott
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Kyle Onstott --[(INV) written_by]--> Mandingo --[release_year]--> 1975
Path (Raw):       Kyle Onstott --[No Operation]--> Kyle Onstott --[(INV) written_by]--> Mandingo --[release_year]--> 1975
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in this sporting life
Start Entity:     This Sporting Life
Gold Answer:      [['Richard Harris', 'Rachel Roberts', 'Alan Badel', 'William Hartnell']]
Predicted Ans:    Richard Harris
Predicted Path:   This Sporting Life --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Man in the Wilderness --[starred_actors]--> Richard Harris
Path (Raw):       This Sporting Life --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Man in the Wilderness --[starred_actors]--> Richard Harris
Neg LogProb(↓):   1.032556
Path Entropy(↓):  1.715140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did larry kramer write
Start Entity:     Larry Kramer
Gold Answer:      [['The Normal Heart', 'Lost Horizon', 'Women in Love']]
Predicted Ans:    Women in Love
Predicted Path:   Larry Kramer --[(INV) written_by]--> Women in Love --[written_by]--> Larry Kramer --[(INV) written_by]--> Women in Love
Path (Raw):       Larry Kramer --[(INV) written_by]--> Women in Love --[written_by]--> Larry Kramer --[(INV) written_by]--> Women in Love
Neg LogProb(↓):   0.005218
Path Entropy(↓):  0.038375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by robert gosnell in
Start Entity:     Robert Gosnell
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Robert Gosnell --[(INV) written_by]--> Firewalker --[has_genre]--> Action
Path (Raw):       Robert Gosnell --[No Operation]--> Robert Gosnell --[(INV) written_by]--> Firewalker --[has_genre]--> Action
Neg LogProb(↓):   0.472202
Path Entropy(↓):  0.662260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of hal hartley written movies
Start Entity:     Hal Hartley
Gold Answer:      [['1995', '1998', '2001', '1990', '1992', '2005', '2010', '2006', '1994', '2014']]
Predicted Ans:    2010
Predicted Path:   Hal Hartley --[(INV) written_by]--> Trust --[release_year]--> 2010
Path (Raw):       Hal Hartley --[No Operation]--> Hal Hartley --[(INV) written_by]--> Trust --[release_year]--> 2010
Neg LogProb(↓):   1.463989
Path Entropy(↓):  2.388564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by jeffrey hunter
Start Entity:     Jeffrey Hunter
Gold Answer:      [['Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Jeffrey Hunter --[(INV) starred_actors]--> Hell to Eternity --[in_language]--> Japanese
Path (Raw):       Jeffrey Hunter --[No Operation]--> Jeffrey Hunter --[(INV) starred_actors]--> Hell to Eternity --[in_language]--> Japanese
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by lea drucker release
Start Entity:     Léa Drucker
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Léa Drucker --[(INV) starred_actors]--> The Man of My Life --[release_year]--> 2006
Path (Raw):       Léa Drucker --[No Operation]--> Léa Drucker --[(INV) starred_actors]--> The Man of My Life --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by timm sharp were directed by who
Start Entity:     Timm Sharp
Gold Answer:      [['Matthew Cole Weiss']]
Predicted Ans:    Matthew Cole Weiss
Predicted Path:   Timm Sharp --[(INV) written_by]--> Standing Still --[directed_by]--> Matthew Cole Weiss
Path (Raw):       Timm Sharp --[No Operation]--> Timm Sharp --[(INV) written_by]--> Standing Still --[directed_by]--> Matthew Cole Weiss
Neg LogProb(↓):   0.043025
Path Entropy(↓):  0.175580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by faizon love were directed by who
Start Entity:     Faizon Love
Gold Answer:      [['DJ Pooh', 'Peter Billingsley', 'Bruce W. Smith', 'Don Michael Paul']]
Predicted Ans:    Bruce W. Smith
Predicted Path:   Faizon Love --[(INV) starred_actors]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Path (Raw):       Faizon Love --[No Operation]--> Faizon Love --[(INV) starred_actors]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Neg LogProb(↓):   0.223635
Path Entropy(↓):  0.532626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with peter jinks
Start Entity:     Peter Jinks
Gold Answer:      [['David Mackenzie', 'Ed Whitmore']]
Predicted Ans:    Peter Jinks
Predicted Path:   Peter Jinks --[(INV) written_by]--> Hallam Foe --[written_by]--> Peter Jinks
Path (Raw):       Peter Jinks --[No Operation]--> Peter Jinks --[(INV) written_by]--> Hallam Foe --[written_by]--> Peter Jinks
Neg LogProb(↓):   0.570844
Path Entropy(↓):  0.771686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of da hip hop witch
Start Entity:     Da Hip Hop Witch
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Da Hip Hop Witch --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Da Hip Hop Witch --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.742625
Path Entropy(↓):  4.147677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie lured
Start Entity:     Lured
Gold Answer:      [['Dudley Nichols', 'David O. Selznick', 'Jan Read', 'Norman Panama', 'Frank Tashlin', 'Jerome Cady', 'Kathleen Winsor', 'Ben Livingston', 'Hannah Shakespeare', 'Melville Shavelson', 'Neil H. Swanson', 'Samson Raphaelson', 'Mario Bava', 'Albert Hackett', 'Frances Goodrich', 'Rudyard Kipling', 'Philip MacDonald', 'Anita Loos', 'Albert Lewin', 'Ben Hecht', 'Helen Deutsch', 'Harry Segall', 'Charles Einstein', 'Curt Siodmak', 'Jimmy Sangster', 'Warren Beatty', 'Melchior Lengyel', 'Lewis R. Foster', 'Robert Russell', 'Frank Ross', 'Richard Flournoy', 'David Ondaatje', 'Richard Matheson', 'Preston A. Whitmore II', 'Joan Harrison', 'Melvin Frank', 'Colette', 'Leonard Spigelgass', 'Anthony Paul Kelly', 'James Hilton', 'Joseph L. Mankiewicz', 'Allen Boretz', 'John Murray', 'Howard Lindsay', 'Russel Crouse', 'Wolf Rilla', 'Robert Louis Stevenson', 'Robert Benchley', 'Charles Lederer', 'John Wyndham', 'Arthur Sheekman', 'J. Searle Dawley', 'Stephen Sommers', 'Damon Runyon', 'John Gay', 'Sir Walter Scott', 'Charles Bennett', 'Edgar Allan Poe', 'Fredric M. Frank', 'Alma Reville', 'Vladimir Jabotinsky', 'Edgar G. Ulmer', 'Leon G. Turrou', 'Philip Dunne', 'Mary Shelley', 'Clinton Twiss', 'Casey Robinson', 'Harold Lamb', 'Barré Lyndon', 'Marie Belloc Lowndes', 'Ulli Lommel', 'Val Lewton', 'William Hogarth', 'James Bridie', 'Frank Fenton', 'Lynn Root', 'Will B. Johnstone', 'Felix Jackson', 'Jules Verne', 'Roberto Rossellini', 'Jesper Ganslandt', 'Æneas MacKenzie', 'Leslie Charteris', 'Noel Langley', 'Marguerite Roberts', 'Mort Lachman', 'John L. Balderston', 'Francis Edward Faragoh', 'Peggy Webling', 'Ardel Wray', 'Nathaniel Hawthorne', 'Garrett Fort', 'Jay Dratler', 'Oscar Wilde', 'Norman Krasna']]
Predicted Ans:    Melville Shavelson
Predicted Path:   Lured --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[written_by]--> Melville Shavelson
Path (Raw):       Lured --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[written_by]--> Melville Shavelson
Neg LogProb(↓):   1.459328
Path Entropy(↓):  2.097711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film they wait released
Start Entity:     They Wait
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   They Wait --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       They Wait --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.442176
Path Entropy(↓):  4.718381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter matt ember co - wrote films with who
Start Entity:     Matt Ember
Gold Answer:      [['Tom J. Astle', 'Adam Rex', 'Ursula Meier']]
Predicted Ans:    Matt Ember
Predicted Path:   Matt Ember --[(INV) written_by]--> Home --[written_by]--> Matt Ember
Path (Raw):       Matt Ember --[No Operation]--> Matt Ember --[(INV) written_by]--> Home --[written_by]--> Matt Ember
Neg LogProb(↓):   0.008385
Path Entropy(↓):  0.057121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by mark damon were written by who
Start Entity:     Mark Damon
Gold Answer:      [['Richard Matheson', 'Edgar Allan Poe']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Mark Damon --[(INV) starred_actors]--> House of Usher --[written_by]--> Edgar Allan Poe
Path (Raw):       Mark Damon --[No Operation]--> Mark Damon --[(INV) starred_actors]--> House of Usher --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.126950
Path Entropy(↓):  0.365372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films canyon passage are written by who
Start Entity:     Canyon Passage
Gold Answer:      [['Waldo Salt', 'Alan Ormsby', 'DeWitt Bodeen', 'David Goodis', 'Daniel Mainwaring', 'Cornell Woolrich', 'Margaret Carpenter']]
Predicted Ans:    Alan Ormsby
Predicted Path:   Canyon Passage --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Cat People --[written_by]--> Alan Ormsby
Path (Raw):       Canyon Passage --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Cat People --[written_by]--> Alan Ormsby
Neg LogProb(↓):   0.236284
Path Entropy(↓):  0.908935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of chillerama also wrote which films
Start Entity:     Chillerama
Gold Answer:      [['Look', 'Where Angels Fear to Tread', 'The Dark Backward', 'Frozen', 'Hatchet III', 'Hatchet', '2001 Maniacs', 'Hatchet II']]
Predicted Ans:    Frozen
Predicted Path:   Chillerama --[written_by]--> Adam Green --[(INV) written_by]--> Frozen
Path (Raw):       Chillerama --[written_by]--> Adam Green --[(INV) written_by]--> Frozen --[No Operation]--> Frozen
Neg LogProb(↓):   0.087200
Path Entropy(↓):  0.365484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was huckleberry finn released
Start Entity:     Huckleberry Finn
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Huckleberry Finn --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Huckleberry Finn --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.567175
Path Entropy(↓):  3.944850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by sam hamm release
Start Entity:     Sam Hamm
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Sam Hamm --[(INV) written_by]--> Batman --[release_year]--> 1989
Path (Raw):       Sam Hamm --[No Operation]--> Sam Hamm --[(INV) written_by]--> Batman --[release_year]--> 1989
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by to end all wars actors
Start Entity:     To End All Wars
Gold Answer:      [['Alexandre Aja', 'Jeffrey Konvitz', 'John Fusco', 'Matthew Bright', 'Anne Amanda Opotowsky', 'Gary Young', 'Nick Rowntree', 'Peter Buchman', 'Christopher Paolini', 'E.T.A. Hoffmann', 'Michael Hoffman', 'Jonathan Frank', 'Ron Cutler', 'Alex Proyas', 'David S. Goyer', 'Ernest Thompson', 'George Sluizer', 'John Krasinski', 'Tim Krabbé', 'Gerald Petievich', 'Alan Parker', 'Jay McInerney', 'Simon Beaufoy', 'Frank McCourt', 'Dave Eggers', 'Shane Meadows', 'Matt Damon', 'Michael Winner', 'Tony Grisoni', 'Ted Griffin', 'Paul Laverty', 'Marshall Lewy', 'Richard Doyle', 'Jeff Miller', 'George MacDonald Fraser', 'David Loughery', 'Lem Dobbs', 'Samantha Morton', 'Ronan Bennett', 'Vincent Ward']]
Predicted Ans:    Paul Laverty
Predicted Path:   To End All Wars --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Path (Raw):       To End All Wars --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Neg LogProb(↓):   0.284524
Path Entropy(↓):  1.023860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of nosferatu the vampyre
Start Entity:     Nosferatu the Vampyre
Gold Answer:      [['Woyzeck', 'The Great Ecstasy of Woodcarver Steiner', 'Wings of Hope', 'Stroszek', 'Fitzcarraldo', 'Aguirre, the Wrath of God', 'Land of Silence and Darkness', 'Grizzly Man', 'Signs of Life', 'Ballad of the Little Soldier', 'Lessons of Darkness', 'Cobra Verde', 'Rescue Dawn', 'Little Dieter Needs to Fly', 'Portrait Werner Herzog', 'Heart of Glass', 'Wheel of Time', 'The Wild Blue Yonder', 'The Enigma of Kaspar Hauser', 'Even Dwarfs Started Small', 'Werner Herzog Eats His Shoe', 'Invincible', 'Cave of Forgotten Dreams', 'Fata Morgana', 'The White Diamond', 'Encounters at the End of the World']]
Predicted Ans:    The Great Ecstasy of Woodcarver Steiner
Predicted Path:   Nosferatu the Vampyre --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner
Path (Raw):       Nosferatu the Vampyre --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner --[No Operation]--> The Great Ecstasy of Woodcarver Steiner
Neg LogProb(↓):   1.356084
Path Entropy(↓):  2.470356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the best offer writers release
Start Entity:     The Best Offer
Gold Answer:      [['1995', '1988', '1998', '2000', '2009', '1990', '2006', '1994']]
Predicted Ans:    1994
Predicted Path:   The Best Offer --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> A Pure Formality --[release_year]--> 1994
Path (Raw):       The Best Offer --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> A Pure Formality --[release_year]--> 1994
Neg LogProb(↓):   0.661470
Path Entropy(↓):  1.555738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for double dynamite
Start Entity:     Double Dynamite
Gold Answer:      [['Irving Cummings']]
Predicted Ans:    Irving Cummings
Predicted Path:   Double Dynamite --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Just Around the Corner --[directed_by]--> Irving Cummings
Path (Raw):       Double Dynamite --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Just Around the Corner --[directed_by]--> Irving Cummings
Neg LogProb(↓):   0.263307
Path Entropy(↓):  0.613281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the judge
Start Entity:     The Judge
Gold Answer:      [['Ice Cream Man']]
Predicted Ans:    Ice Cream Man
Predicted Path:   The Judge --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man
Path (Raw):       The Judge --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man --[No Operation]--> Ice Cream Man
Neg LogProb(↓):   0.232536
Path Entropy(↓):  0.521033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by cliff gorman
Start Entity:     Cliff Gorman
Gold Answer:      [['William Friedkin', 'Seth Zvi Rosenfeld']]
Predicted Ans:    Seth Zvi Rosenfeld
Predicted Path:   Cliff Gorman --[(INV) starred_actors]--> King of the Jungle --[directed_by]--> Seth Zvi Rosenfeld
Path (Raw):       Cliff Gorman --[No Operation]--> Cliff Gorman --[(INV) starred_actors]--> King of the Jungle --[directed_by]--> Seth Zvi Rosenfeld
Neg LogProb(↓):   0.117853
Path Entropy(↓):  0.348961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by henry pincus
Start Entity:     Henry Pincus
Gold Answer:      [['Donald Everett Axinn']]
Predicted Ans:    Donald Everett Axinn
Predicted Path:   Henry Pincus --[(INV) directed_by]--> Spin --[written_by]--> Donald Everett Axinn
Path (Raw):       Henry Pincus --[No Operation]--> Henry Pincus --[(INV) directed_by]--> Spin --[written_by]--> Donald Everett Axinn
Neg LogProb(↓):   0.001523
Path Entropy(↓):  0.012292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of rock of ages
Start Entity:     Rock of Ages
Gold Answer:      [['Adam Shankman']]
Predicted Ans:    Adam Shankman
Predicted Path:   Rock of Ages --[directed_by]--> Adam Shankman --[(INV) directed_by]--> The Wedding Planner --[directed_by]--> Adam Shankman
Path (Raw):       Rock of Ages --[directed_by]--> Adam Shankman --[(INV) directed_by]--> The Wedding Planner --[directed_by]--> Adam Shankman
Neg LogProb(↓):   0.000036
Path Entropy(↓):  0.000441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in wooden crosses
Start Entity:     Wooden Crosses
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Wooden Crosses --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       Wooden Crosses --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   2.247752
Path Entropy(↓):  3.108222
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed deep red
Start Entity:     Deep Red
Gold Answer:      [['Daria Nicolodi', 'Bram Stoker', 'Richard Smith', 'Stefano Piani', 'Graziella Magherini', 'Antonio Tentori', 'Dario Argento', 'Edgar Allan Poe', 'Enrique Cerezo', 'George A. Romero']]
Predicted Ans:    Dario Argento
Predicted Path:   Deep Red --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[written_by]--> Dario Argento
Path (Raw):       Deep Red --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[written_by]--> Dario Argento
Neg LogProb(↓):   0.396490
Path Entropy(↓):  0.885945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of i'm going home
Start Entity:     I'm Going Home
Gold Answer:      [['A Talking Picture', 'The Strange Case of Angelica', 'Eccentricities of a Blonde-haired Girl', "Abraham's Valley", 'Voyage to the Beginning of the World', 'The Convent']]
Predicted Ans:    Abraham's Valley
Predicted Path:   I'm Going Home --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley
Path (Raw):       I'm Going Home --[No Operation]--> I'm Going Home --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley
Neg LogProb(↓):   0.551700
Path Entropy(↓):  1.406979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by james hicks
Start Entity:     James Hicks
Gold Answer:      [['Dennis Hopper', 'Gary Oldman']]
Predicted Ans:    Gary Oldman
Predicted Path:   James Hicks --[(INV) written_by]--> Chattahoochee --[starred_actors]--> Gary Oldman
Path (Raw):       James Hicks --[No Operation]--> James Hicks --[(INV) written_by]--> Chattahoochee --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.096845
Path Entropy(↓):  0.307835
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of avanti!
Start Entity:     Avanti!
Gold Answer:      [['Out to Sea', 'Buddy Buddy', 'Luv', 'How to Murder Your Wife', 'Mass Appeal', 'Irma la Douce', 'Dad', 'Short Cuts', 'The Apartment', 'Operation Mad Ball', 'Grumpy Old Men', 'Under the Yum Yum Tree', 'Missing', 'Glengarry Glen Ross', 'Good Neighbor Sam', 'The Notorious Landlady', 'My Fellow Americans', 'Days of Wine and Roses', 'The Fortune Cookie', "Airport '77", 'The Front Page', 'Inherit the Wind', 'The Rare Breed', 'The April Fools', 'The Great Race', 'Phffft', 'It Happened to Jane', 'Some Like It Hot', 'The China Syndrome', 'Getting Away with Murder', 'The Odd Couple', 'Grumpier Old Men', 'The Odd Couple II', 'Fire Down Below', "That's Life!", 'Tuesdays with Morrie', 'The Wackiest Ship in the Army', 'Mister Roberts', 'Cowboy', 'It Should Happen to You', 'My Sister Eileen', 'Save the Tiger']]
Predicted Ans:    The Front Page
Predicted Path:   Avanti! --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page
Path (Raw):       Avanti! --[starred_actors]--> Jack Lemmon --[No Operation]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page
Neg LogProb(↓):   0.358733
Path Entropy(↓):  1.268576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of sunshine cleaning
Start Entity:     Sunshine Cleaning
Gold Answer:      [['Megan Holley']]
Predicted Ans:    Megan Holley
Predicted Path:   Sunshine Cleaning --[written_by]--> Megan Holley --[(INV) written_by]--> Sunshine Cleaning --[written_by]--> Megan Holley
Path (Raw):       Sunshine Cleaning --[written_by]--> Megan Holley --[(INV) written_by]--> Sunshine Cleaning --[written_by]--> Megan Holley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor kevin j. o'connor acted together with who
Start Entity:     Kevin J. O'Connor
Gold Answer:      [['Scott Bakula']]
Predicted Ans:    Scott Bakula
Predicted Path:   Kevin J. O'Connor --[(INV) starred_actors]--> Lord of Illusions --[starred_actors]--> Scott Bakula
Path (Raw):       Kevin J. O'Connor --[No Operation]--> Kevin J. O'Connor --[(INV) starred_actors]--> Lord of Illusions --[starred_actors]--> Scott Bakula
Neg LogProb(↓):   0.001769
Path Entropy(↓):  0.013011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the prestige
Start Entity:     The Prestige
Gold Answer:      [['Christopher Priest', 'Christopher Nolan', 'Jonathan Nolan']]
Predicted Ans:    Christopher Nolan
Predicted Path:   The Prestige --[written_by]--> Christopher Nolan --[(INV) written_by]--> Following --[written_by]--> Christopher Nolan
Path (Raw):       The Prestige --[written_by]--> Christopher Nolan --[(INV) written_by]--> Following --[written_by]--> Christopher Nolan
Neg LogProb(↓):   0.080114
Path Entropy(↓):  0.396992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the bourne ultimatum
Start Entity:     The Bourne Ultimatum
Gold Answer:      [['Robert Ludlum', 'George Nolfi', 'Scott Z. Burns', 'Tony Gilroy']]
Predicted Ans:    Tony Gilroy
Predicted Path:   The Bourne Ultimatum --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Cutting Edge --[written_by]--> Tony Gilroy
Path (Raw):       The Bourne Ultimatum --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Cutting Edge --[written_by]--> Tony Gilroy
Neg LogProb(↓):   0.400830
Path Entropy(↓):  1.237974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by mister buddwing screenwriters
Start Entity:     Mister Buddwing
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mister Buddwing --[written_by]--> Evan Hunter --[(INV) written_by]--> Mister Buddwing --[has_genre]--> Drama
Path (Raw):       Mister Buddwing --[written_by]--> Evan Hunter --[(INV) written_by]--> Mister Buddwing --[has_genre]--> Drama
Neg LogProb(↓):   0.516070
Path Entropy(↓):  1.021690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the learning curve released
Start Entity:     The Learning Curve
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Learning Curve --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       The Learning Curve --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   3.087349
Path Entropy(↓):  4.365353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the best man holiday were in which genres
Start Entity:     The Best Man Holiday
Gold Answer:      [['Romance', 'Family', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Best Man Holiday --[starred_actors]--> Morris Chestnut --[(INV) starred_actors]--> The Best Man --[has_genre]--> Comedy
Path (Raw):       The Best Man Holiday --[starred_actors]--> Morris Chestnut --[(INV) starred_actors]--> The Best Man --[has_genre]--> Comedy
Neg LogProb(↓):   1.126124
Path Entropy(↓):  1.817887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by kunaal roy kapur in
Start Entity:     Kunaal Roy Kapur
Gold Answer:      [['Comedy']]
Predicted Ans:    Delhi Belly
Predicted Path:   Kunaal Roy Kapur --[(INV) starred_actors]--> Delhi Belly --[starred_actors]--> Shenaz Treasury --[(INV) starred_actors]--> Delhi Belly
Path (Raw):       Kunaal Roy Kapur --[(INV) starred_actors]--> Delhi Belly --[starred_actors]--> Shenaz Treasury --[(INV) starred_actors]--> Delhi Belly
Neg LogProb(↓):   0.518018
Path Entropy(↓):  0.852427
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer of camp
Start Entity:     Camp
Gold Answer:      [['Aly Michalka', 'Dolly Parton', 'Keke Palmer', 'Jeremy Jordan', 'Vanessa Hudgens', 'Queen Latifah', 'Scott Porter', 'Gaelan Connell']]
Predicted Ans:    Vanessa Hudgens
Predicted Path:   Camp --[written_by]--> Todd Graff --[(INV) written_by]--> Bandslam --[starred_actors]--> Vanessa Hudgens
Path (Raw):       Camp --[written_by]--> Todd Graff --[(INV) written_by]--> Bandslam --[starred_actors]--> Vanessa Hudgens
Neg LogProb(↓):   0.028595
Path Entropy(↓):  0.143401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the greatest story ever told in
Start Entity:     The Greatest Story Ever Told
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Greatest Story Ever Told --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[in_language]--> English
Path (Raw):       The Greatest Story Ever Told --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[in_language]--> English
Neg LogProb(↓):   0.019777
Path Entropy(↓):  0.096700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor chris marquette is a co - star of who
Start Entity:     Chris Marquette
Gold Answer:      [['Margarita Levieva', 'Marcia Gay Harden', 'Justin Chatwin', 'Jay Baruchel', 'Jason Ritter', 'Brooke Nevin', 'Sam Huntington', 'Dan Fogler', 'Kinsey Packard', 'Jesse Eisenberg', 'E. Quincy Sloan']]
Predicted Ans:    Jay Baruchel
Predicted Path:   Chris Marquette --[(INV) starred_actors]--> Fanboys --[starred_actors]--> Jay Baruchel
Path (Raw):       Chris Marquette --[No Operation]--> Chris Marquette --[(INV) starred_actors]--> Fanboys --[starred_actors]--> Jay Baruchel
Neg LogProb(↓):   0.328466
Path Entropy(↓):  0.666180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the straight time director release
Start Entity:     Straight Time
Gold Answer:      [['1995', '1968', '1948', '1971', '1999', '1981', '2012', '1984']]
Predicted Ans:    1978
Predicted Path:   Straight Time --[directed_by]--> Dustin Hoffman --[(INV) directed_by]--> Straight Time --[release_year]--> 1978
Path (Raw):       Straight Time --[directed_by]--> Dustin Hoffman --[(INV) directed_by]--> Straight Time --[release_year]--> 1978
Neg LogProb(↓):   0.213692
Path Entropy(↓):  0.549386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the directors of their films also directed daylight
Start Entity:     Daylight
Gold Answer:      [['Roger Corman', 'Jerome Odlum', 'James Patterson', 'Marc Moss', 'Kerry Williamson', 'Jean Howell', 'Barbara Curry']]
Predicted Ans:    Roger Corman
Predicted Path:   Daylight --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious --[written_by]--> Roger Corman
Path (Raw):       Daylight --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious --[written_by]--> Roger Corman
Neg LogProb(↓):   0.255047
Path Entropy(↓):  0.818434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote man of the west
Start Entity:     Man of the West
Gold Answer:      [['Drama']]
Predicted Ans:    Western
Predicted Path:   Man of the West --[written_by]--> Reginald Rose --[(INV) written_by]--> Man of the West --[has_genre]--> Western
Path (Raw):       Man of the West --[written_by]--> Reginald Rose --[(INV) written_by]--> Man of the West --[has_genre]--> Western
Neg LogProb(↓):   0.353039
Path Entropy(↓):  0.612769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share writers with the movie be kind rewind were in which languages
Start Entity:     Be Kind Rewind
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Be Kind Rewind --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Human Nature --[in_language]--> French
Path (Raw):       Be Kind Rewind --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Human Nature --[in_language]--> French
Neg LogProb(↓):   0.692410
Path Entropy(↓):  0.764254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of antoine bertrand
Start Entity:     Antoine Bertrand
Gold Answer:      [['Gilbert Sicotte', 'Guillaume Cyr', 'Patrick Huard', 'Julie LeBreton']]
Predicted Ans:    Antoine Bertrand
Predicted Path:   Antoine Bertrand --[(INV) starred_actors]--> Starbuck --[starred_actors]--> Antoine Bertrand
Path (Raw):       Antoine Bertrand --[No Operation]--> Antoine Bertrand --[(INV) starred_actors]--> Starbuck --[starred_actors]--> Antoine Bertrand
Neg LogProb(↓):   0.036821
Path Entropy(↓):  0.181061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter jacob tierney co - wrote movies with who
Start Entity:     Jacob Tierney
Gold Answer:      [['Chrystine Brouillet']]
Predicted Ans:    Jacob Tierney
Predicted Path:   Jacob Tierney --[(INV) written_by]--> Good Neighbors --[written_by]--> Jacob Tierney
Path (Raw):       Jacob Tierney --[No Operation]--> Jacob Tierney --[(INV) written_by]--> Good Neighbors --[written_by]--> Jacob Tierney
Neg LogProb(↓):   0.000162
Path Entropy(↓):  0.001641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films are about don siegel
Start Entity:     don siegel
Gold Answer:      [['Charley Varrick', 'Escape from Alcatraz', 'Invasion of the Body Snatchers', 'The Beguiled', 'The Big Steal', 'The Shootist', 'The Killers', 'The Lineup', 'The Verdict', 'Riot in Cell Block 11', 'Hell Is for Heroes', 'Two Mules for Sister Sara', 'Dirty Harry']]
Predicted Ans:    The Beguiled
Predicted Path:   don siegel --[(INV) has_tags]--> The Beguiled --[written_by]--> Albert Maltz --[(INV) written_by]--> The Beguiled
Path (Raw):       don siegel --[(INV) has_tags]--> The Beguiled --[written_by]--> Albert Maltz --[(INV) written_by]--> The Beguiled
Neg LogProb(↓):   0.181816
Path Entropy(↓):  0.677147
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of outside the law starred who
Start Entity:     Outside the Law
Gold Answer:      [['Samy Naceri', 'Sotigui Kouyaté', 'Roschdy Zem', 'Sami Bouajila', 'Tamara Toumanova', 'Brenda Blethyn', 'Gregory Peck', 'Jamel Debbouze']]
Predicted Ans:    Sami Bouajila
Predicted Path:   Outside the Law --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> Outside the Law --[starred_actors]--> Sami Bouajila
Path (Raw):       Outside the Law --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> Outside the Law --[starred_actors]--> Sami Bouajila
Neg LogProb(↓):   0.400929
Path Entropy(↓):  0.905707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer elinor lipman
Start Entity:     Elinor Lipman
Gold Answer:      [['Helen Hunt']]
Predicted Ans:    Helen Hunt
Predicted Path:   Elinor Lipman --[(INV) written_by]--> Then She Found Me --[starred_actors]--> Helen Hunt
Path (Raw):       Elinor Lipman --[No Operation]--> Elinor Lipman --[(INV) written_by]--> Then She Found Me --[starred_actors]--> Helen Hunt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in othello
Start Entity:     Othello
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Romance
Predicted Path:   Othello --[starred_actors]--> Irène Jacob --[(INV) starred_actors]--> Beyond the Clouds --[has_genre]--> Romance
Path (Raw):       Othello --[starred_actors]--> Irène Jacob --[(INV) starred_actors]--> Beyond the Clouds --[has_genre]--> Romance
Neg LogProb(↓):   0.392181
Path Entropy(↓):  1.125951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film howard the duck
Start Entity:     Howard the Duck
Gold Answer:      [['comic book', 'anthropomorphic', 'funny', 'marvel', 'lea thompson', 'action', 'fun']]
Predicted Ans:    anthropomorphic
Predicted Path:   Howard the Duck --[has_tags]--> anthropomorphic --[(INV) has_tags]--> Howard the Duck --[has_tags]--> anthropomorphic
Path (Raw):       Howard the Duck --[has_tags]--> anthropomorphic --[(INV) has_tags]--> Howard the Duck --[has_tags]--> anthropomorphic
Neg LogProb(↓):   0.007188
Path Entropy(↓):  0.043740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor rob mayes appeared in the same movie with who
Start Entity:     Rob Mayes
Gold Answer:      [['Clancy Brown', 'Chase Williamson', 'Paul Giamatti']]
Predicted Ans:    Clancy Brown
Predicted Path:   Rob Mayes --[(INV) starred_actors]--> John Dies at the End --[starred_actors]--> Clancy Brown
Path (Raw):       Rob Mayes --[No Operation]--> Rob Mayes --[(INV) starred_actors]--> John Dies at the End --[starred_actors]--> Clancy Brown
Neg LogProb(↓):   0.677300
Path Entropy(↓):  0.727189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with magic in the moonlight in
Start Entity:     Magic in the Moonlight
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Magic in the Moonlight --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[in_language]--> English
Path (Raw):       Magic in the Moonlight --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[in_language]--> English
Neg LogProb(↓):   0.921188
Path Entropy(↓):  1.206815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with last tango in paris fall under
Start Entity:     Last Tango in Paris
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Last Tango in Paris --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[has_genre]--> Drama
Path (Raw):       Last Tango in Paris --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[has_genre]--> Drama
Neg LogProb(↓):   0.000344
Path Entropy(↓):  0.003723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of troy also starred in which movies
Start Entity:     Troy
Gold Answer:      [['Shoot on Sight', 'The Glimmer Man', 'Manhunter', 'The Trials of Henry Kissinger', 'The Bourne Supremacy', 'The Ringer', 'Running with Scissors', 'The Escapist', 'The Good Heart', 'Ironclad', 'Desperate Measures']]
Predicted Ans:    The Bourne Supremacy
Predicted Path:   Troy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy
Path (Raw):       Troy --[starred_actors]--> Brian Cox --[No Operation]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy
Neg LogProb(↓):   0.164900
Path Entropy(↓):  0.626187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by antonio das mortes writers
Start Entity:     Antonio das Mortes
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Antonio das Mortes --[written_by]--> Glauber Rocha --[(INV) written_by]--> Entranced Earth --[has_genre]--> Drama
Path (Raw):       Antonio das Mortes --[written_by]--> Glauber Rocha --[(INV) written_by]--> Entranced Earth --[has_genre]--> Drama
Neg LogProb(↓):   0.000108
Path Entropy(↓):  0.001155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ann savage starred together with who
Start Entity:     Ann Savage
Gold Answer:      [['Marte Christensen', 'Tom Neal', 'Sondre Krogtoft Larsen']]
Predicted Ans:    Tom Neal
Predicted Path:   Ann Savage --[(INV) starred_actors]--> Detour --[starred_actors]--> Tom Neal
Path (Raw):       Ann Savage --[No Operation]--> Ann Savage --[(INV) starred_actors]--> Detour --[starred_actors]--> Tom Neal
Neg LogProb(↓):   0.067458
Path Entropy(↓):  0.246612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is king arthur about
Start Entity:     King Arthur
Gold Answer:      [['keira knightley', 'medieval', 'clive owen', 'arthurian legend', 'ice', 'england']]
Predicted Ans:    arthurian legend
Predicted Path:   King Arthur --[has_tags]--> arthurian legend --[(INV) has_tags]--> King Arthur --[has_tags]--> arthurian legend
Path (Raw):       King Arthur --[has_tags]--> arthurian legend --[(INV) has_tags]--> King Arthur --[has_tags]--> arthurian legend
Neg LogProb(↓):   0.240143
Path Entropy(↓):  0.541742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the killing of john lennon are written by who
Start Entity:     The Killing of John Lennon
Gold Answer:      [['Daniel Myrick']]
Predicted Ans:    Daniel Myrick
Predicted Path:   The Killing of John Lennon --[starred_actors]--> Jonas Ball --[(INV) starred_actors]--> The Objective --[written_by]--> Daniel Myrick
Path (Raw):       The Killing of John Lennon --[starred_actors]--> Jonas Ball --[(INV) starred_actors]--> The Objective --[written_by]--> Daniel Myrick
Neg LogProb(↓):   0.202997
Path Entropy(↓):  0.481568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film 30 beats
Start Entity:     30 Beats
Gold Answer:      [['Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   30 Beats --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       30 Beats --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.370655
Path Entropy(↓):  4.611299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did abel ferrara write
Start Entity:     Abel Ferrara
Gold Answer:      [['New Rose Hotel', 'Bad Lieutenant', 'Mary', 'Go Go Tales', "'R Xmas", 'Chelsea on the Rocks', 'Welcome to New York', 'The Blackout']]
Predicted Ans:    The Blackout
Predicted Path:   Abel Ferrara --[(INV) written_by]--> 'R Xmas --[written_by]--> Abel Ferrara --[(INV) written_by]--> The Blackout
Path (Raw):       Abel Ferrara --[(INV) written_by]--> 'R Xmas --[written_by]--> Abel Ferrara --[(INV) written_by]--> The Blackout
Neg LogProb(↓):   1.460877
Path Entropy(↓):  2.301895
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for hell
Start Entity:     Hell
Gold Answer:      [['Tim Fehlbaum']]
Predicted Ans:    Krzysztof Piesiewicz
Predicted Path:   Hell --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Killing --[written_by]--> Krzysztof Piesiewicz
Path (Raw):       Hell --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Killing --[written_by]--> Krzysztof Piesiewicz
Neg LogProb(↓):   0.477281
Path Entropy(↓):  1.066553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote blue blood
Start Entity:     Blue Blood
Gold Answer:      [['Stevan Riley']]
Predicted Ans:    Stevan Riley
Predicted Path:   Blue Blood --[written_by]--> Stevan Riley --[(INV) written_by]--> Blue Blood --[written_by]--> Stevan Riley
Path (Raw):       Blue Blood --[written_by]--> Stevan Riley --[(INV) written_by]--> Blue Blood --[written_by]--> Stevan Riley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed cloak and dagger
Start Entity:     Cloak and Dagger
Gold Answer:      [['1954', '1944', '1936', '1941', '2009', '1933', '1951', '1953', '2014', '1956', '1931', '1943', '2001', '1942', '1921', '1940', '1938', '1955', '1934', '1997', '1950', '1929', '1927', '1945', '1937', '1952']]
Predicted Ans:    1936
Predicted Path:   Cloak and Dagger --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Fury --[release_year]--> 1936
Path (Raw):       Cloak and Dagger --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Fury --[release_year]--> 1936
Neg LogProb(↓):   1.532247
Path Entropy(↓):  2.947963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of lila says is also the director of which movies
Start Entity:     Lila Says
Gold Answer:      [['West Beirut']]
Predicted Ans:    Lila Says
Predicted Path:   Lila Says --[directed_by]--> Ziad Doueiri --[(INV) directed_by]--> Lila Says
Path (Raw):       Lila Says --[directed_by]--> Ziad Doueiri --[(INV) directed_by]--> Lila Says --[No Operation]--> Lila Says
Neg LogProb(↓):   0.014912
Path Entropy(↓):  0.077050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie herbie rides again
Start Entity:     Herbie Rides Again
Gold Answer:      [['Benjamin Glazer', 'Edward Knoblock', 'Laurence Stallings', 'Guy Bolton', 'Gordon Gordon', 'Marcelle Maurette', 'Oliver H.P. Garrett', 'Ben Hecht', 'Charles MacArthur', 'Ernest Hemingway', 'Michael Innes', 'Mildred Gordon']]
Predicted Ans:    Benjamin Glazer
Predicted Path:   Herbie Rides Again --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Path (Raw):       Herbie Rides Again --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Neg LogProb(↓):   0.546425
Path Entropy(↓):  1.281887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by monty montgomery were directed by who
Start Entity:     Monty Montgomery
Gold Answer:      [['Kathryn Bigelow']]
Predicted Ans:    Kathryn Bigelow
Predicted Path:   Monty Montgomery --[(INV) directed_by]--> The Loveless --[directed_by]--> Kathryn Bigelow
Path (Raw):       Monty Montgomery --[No Operation]--> Monty Montgomery --[(INV) directed_by]--> The Loveless --[directed_by]--> Kathryn Bigelow
Neg LogProb(↓):   0.000903
Path Entropy(↓):  0.007995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor imogen poots appeared in the same movie with who
Start Entity:     Imogen Poots
Gold Answer:      [['María Valverde', 'Toni Collette', 'Pierce Brosnan', 'Eva Green', 'Zac Efron', 'Aaron Paul', 'Miles Teller', 'Timothy Spall', 'Juno Temple', 'Olivia Williams', 'Michael B. Jordan', 'Greta Scacchi', 'Craig Roberts']]
Predicted Ans:    Zac Efron
Predicted Path:   Imogen Poots --[(INV) starred_actors]--> That Awkward Moment --[starred_actors]--> Zac Efron
Path (Raw):       Imogen Poots --[No Operation]--> Imogen Poots --[(INV) starred_actors]--> That Awkward Moment --[starred_actors]--> Zac Efron
Neg LogProb(↓):   0.538371
Path Entropy(↓):  0.793172
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the maid
Start Entity:     The Maid
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Maid --[directed_by]--> Sebastián Silva --[(INV) directed_by]--> Magic Magic --[release_year]--> 2013
Path (Raw):       The Maid --[directed_by]--> Sebastián Silva --[(INV) directed_by]--> Magic Magic --[release_year]--> 2013
Neg LogProb(↓):   0.045707
Path Entropy(↓):  0.184069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film breathing fire
Start Entity:     Breathing Fire
Gold Answer:      [['Paul Thomas Anderson']]
Predicted Ans:    Paul Thomas Anderson
Predicted Path:   Breathing Fire --[starred_actors]--> Jerry Trimble --[(INV) starred_actors]--> The Master --[directed_by]--> Paul Thomas Anderson
Path (Raw):       Breathing Fire --[starred_actors]--> Jerry Trimble --[(INV) starred_actors]--> The Master --[directed_by]--> Paul Thomas Anderson
Neg LogProb(↓):   0.007277
Path Entropy(↓):  0.047591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the in crowd
Start Entity:     The In Crowd
Gold Answer:      [['Fred Gwynne', 'Denise Crosby', 'Adrian Pasdar', 'Jon DeVries', 'Tiffany', 'Dale Midkiff', 'Kelly McGillis', 'Debbie Gibson']]
Predicted Ans:    Denise Crosby
Predicted Path:   The In Crowd --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[starred_actors]--> Denise Crosby
Path (Raw):       The In Crowd --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[starred_actors]--> Denise Crosby
Neg LogProb(↓):   0.580863
Path Entropy(↓):  0.945439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote saving god
Start Entity:     Saving God
Gold Answer:      [['Michael Jackson']]
Predicted Ans:    Ricardo Chavira
Predicted Path:   Saving God --[written_by]--> Michael Jackson --[(INV) written_by]--> Saving God --[starred_actors]--> Ricardo Chavira
Path (Raw):       Saving God --[written_by]--> Michael Jackson --[(INV) written_by]--> Saving God --[starred_actors]--> Ricardo Chavira
Neg LogProb(↓):   0.052196
Path Entropy(↓):  0.222188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie 4 for texas released
Start Entity:     4 for Texas
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   4 for Texas --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Path (Raw):       4 for Texas --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Neg LogProb(↓):   2.144577
Path Entropy(↓):  3.016411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by casey affleck release
Start Entity:     Casey Affleck
Gold Answer:      [['2002', '2010']]
Predicted Ans:    2010
Predicted Path:   Casey Affleck --[(INV) written_by]--> I'm Still Here --[release_year]--> 2010
Path (Raw):       Casey Affleck --[No Operation]--> Casey Affleck --[(INV) written_by]--> I'm Still Here --[release_year]--> 2010
Neg LogProb(↓):   0.150609
Path Entropy(↓):  0.404633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of the lone ranger
Start Entity:     The Lone Ranger
Gold Answer:      [['Separate Lies', 'Nick of Time', 'Girl with a Pearl Earring', 'Mirror Mirror', 'The Tourist', 'The Rum Diary', 'Finding Neverland', 'Corpse Bride', 'RocknRolla', 'Don Juan DeMarco', 'Dark Shadows', '44 Inch Chest', 'Arizona Dream', 'The Best Exotic Marigold Hotel', 'Rango', 'Nancy Drew and the Hidden Staircase', 'The Exorcism of Emily Rose', 'Charlie and the Chocolate Factory', 'Mortdecai', 'Teenage Mutant Ninja Turtles', 'Ed Wood', "The Astronaut's Wife", 'The Libertine', 'Donnie Brasco', 'The Brave', 'Fear and Loathing in Las Vegas', 'Phantom', 'The Lone Ranger and the Lost City of Gold', 'Secret Window', 'Sleepy Hollow', 'Private Resort', 'Edward Scissorhands', 'Cry-Baby', 'Michael Clayton', 'Black Dragons', 'Transcendence', 'Black Knight', 'White Banners', 'Once Upon a Time in Mexico', 'Valkyrie', "What's Eating Gilbert Grape", 'The Debt', '2081', 'The Gruffalo', 'Dead Man', 'Alice in Wonderland', 'Oscar and Lucinda', 'Blackout', 'In the Bedroom']]
Predicted Ans:    The Debt
Predicted Path:   The Lone Ranger --[starred_actors]--> Tom Wilkinson --[(INV) starred_actors]--> The Debt
Path (Raw):       The Lone Ranger --[starred_actors]--> Tom Wilkinson --[No Operation]--> Tom Wilkinson --[(INV) starred_actors]--> The Debt
Neg LogProb(↓):   0.202009
Path Entropy(↓):  0.782759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the mod squad were in which genres
Start Entity:     The Mod Squad
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Mod Squad --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> It's All About Love --[has_genre]--> Drama
Path (Raw):       The Mod Squad --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> It's All About Love --[has_genre]--> Drama
Neg LogProb(↓):   0.427673
Path Entropy(↓):  1.399539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The meteor man is a film written by this person
Start Entity:     The Meteor Man
Gold Answer:      [['Robert Townsend']]
Predicted Ans:    Robert Townsend
Predicted Path:   The Meteor Man --[written_by]--> Robert Townsend --[(INV) written_by]--> Hollywood Shuffle --[written_by]--> Robert Townsend
Path (Raw):       The Meteor Man --[written_by]--> Robert Townsend --[(INV) written_by]--> Hollywood Shuffle --[written_by]--> Robert Townsend
Neg LogProb(↓):   0.073349
Path Entropy(↓):  0.259546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the beastmaster
Start Entity:     The Beastmaster
Gold Answer:      [['Don Coscarelli']]
Predicted Ans:    Don Coscarelli
Predicted Path:   The Beastmaster --[written_by]--> Don Coscarelli --[(INV) written_by]--> Phantasm --[directed_by]--> Don Coscarelli
Path (Raw):       The Beastmaster --[written_by]--> Don Coscarelli --[(INV) written_by]--> Phantasm --[directed_by]--> Don Coscarelli
Neg LogProb(↓):   0.063031
Path Entropy(↓):  0.235321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was war and peace released
Start Entity:     War and Peace
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   War and Peace --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       War and Peace --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   1.651085
Path Entropy(↓):  3.275287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of story of a love affair also wrote movies
Start Entity:     Story of a Love Affair
Gold Answer:      [['The Passenger', 'Identification of a Woman', 'The White Sheik', 'La Notte', "L'Avventura", 'Red Desert', 'Beyond the Clouds', 'Eros', "L'Eclisse", 'Zabriskie Point', 'Il Grido']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   Story of a Love Affair --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds
Path (Raw):       Story of a Love Affair --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds --[No Operation]--> Beyond the Clouds
Neg LogProb(↓):   0.581784
Path Entropy(↓):  1.307987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter maya forbes co - wrote films with who
Start Entity:     Maya Forbes
Gold Answer:      [['Ryan Jaffe', 'Wallace Wolodarsky']]
Predicted Ans:    Wallace Wolodarsky
Predicted Path:   Maya Forbes --[(INV) written_by]--> The Rocker --[written_by]--> Wallace Wolodarsky
Path (Raw):       Maya Forbes --[No Operation]--> Maya Forbes --[(INV) written_by]--> The Rocker --[written_by]--> Wallace Wolodarsky
Neg LogProb(↓):   0.000713
Path Entropy(↓):  0.005968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by sandra goldbacher were released in which years
Start Entity:     Sandra Goldbacher
Gold Answer:      [['2001', '1998']]
Predicted Ans:    1998
Predicted Path:   Sandra Goldbacher --[(INV) written_by]--> The Governess --[release_year]--> 1998
Path (Raw):       Sandra Goldbacher --[No Operation]--> Sandra Goldbacher --[(INV) written_by]--> The Governess --[release_year]--> 1998
Neg LogProb(↓):   0.257522
Path Entropy(↓):  0.535677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jesse williams starred movies
Start Entity:     Jesse Williams
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Jesse Williams --[(INV) starred_actors]--> Snake and Mongoose --[release_year]--> 2013
Path (Raw):       Jesse Williams --[No Operation]--> Jesse Williams --[(INV) starred_actors]--> Snake and Mongoose --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is art school confidential in
Start Entity:     Art School Confidential
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Art School Confidential --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Art School Confidential --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.541014
Path Entropy(↓):  5.089496
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the when father was away on business director
Start Entity:     When Father Was Away on Business
Gold Answer:      [['Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    War
Predicted Path:   When Father Was Away on Business --[directed_by]--> Emir Kusturica --[(INV) directed_by]--> Underground --[has_genre]--> War
Path (Raw):       When Father Was Away on Business --[directed_by]--> Emir Kusturica --[(INV) directed_by]--> Underground --[has_genre]--> War
Neg LogProb(↓):   0.228939
Path Entropy(↓):  0.634354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film black snake moan
Start Entity:     Black Snake Moan
Gold Answer:      [['2008', '2003', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '1947', '2014', '1995', '1948', '1972', '1971', '2001', '1989', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    1996
Predicted Path:   Black Snake Moan --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> A Time to Kill --[release_year]--> 1996
Path (Raw):       Black Snake Moan --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> A Time to Kill --[release_year]--> 1996
Neg LogProb(↓):   1.619803
Path Entropy(↓):  3.158529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by hall pass actors
Start Entity:     Hall Pass
Gold Answer:      [['Robert Wise', 'Jan de Bont', 'Tom Dey', 'Stephen Herek', 'George Armitage', 'Jenna Fischer', 'Rawson Marshall Thurber', 'Jimmy Hayward', 'Wes Anderson', 'Woody Allen', 'Leslye Headland', 'Betty Thomas', 'Alex Gregory', 'Peter Huyck', 'Shawn Levy', 'James L. Brooks', 'Steven Brill', 'Peter Cattaneo', 'Anthony Russo', 'Joe Russo', 'Paul Weitz', 'Joe Ranft', 'Roger Kumble', 'Greg Coolidge', 'John Moore', 'Kirk Wong', 'Mike Mitchell', 'David Dobkin', 'Bruno Barreto', 'Brad Lewis', 'John Lasseter', 'Matthew Weiner']]
Predicted Ans:    James L. Brooks
Predicted Path:   Hall Pass --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> How Do You Know --[directed_by]--> James L. Brooks
Path (Raw):       Hall Pass --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> How Do You Know --[directed_by]--> James L. Brooks
Neg LogProb(↓):   0.846649
Path Entropy(↓):  1.707938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the bat
Start Entity:     The Bat
Gold Answer:      [['Mae Busch', 'Harry Stubbs', 'Lon Chaney', 'Johnny Arthur', 'Shirley Knight', 'Andrew Duggan', 'Chester Morris', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   The Bat --[directed_by]--> Roland West --[(INV) directed_by]--> The Monster --[starred_actors]--> Roberto Benigni
Path (Raw):       The Bat --[directed_by]--> Roland West --[(INV) directed_by]--> The Monster --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.051522
Path Entropy(↓):  0.221051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in guillaume gallienne starred movies
Start Entity:     Guillaume Gallienne
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Guillaume Gallienne --[(INV) starred_actors]--> Yves Saint Laurent --[in_language]--> French
Path (Raw):       Guillaume Gallienne --[No Operation]--> Guillaume Gallienne --[(INV) starred_actors]--> Yves Saint Laurent --[in_language]--> French
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films targets are written by who
Start Entity:     Targets
Gold Answer:      [['Peter Bogdanovich', 'David Newman', 'Blaine Novak', 'Alvin Sargent', 'Robert Benton', 'Joe David Brown', 'Buck Henry', 'Steven Peros', 'Henry James', 'Frederic Raphael', 'Larry McMurtry']]
Predicted Ans:    Robert Benton
Predicted Path:   Targets --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[written_by]--> Robert Benton
Path (Raw):       Targets --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[written_by]--> Robert Benton
Neg LogProb(↓):   0.156669
Path Entropy(↓):  0.624404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the earth dies screaming
Start Entity:     The Earth Dies Screaming
Gold Answer:      [['Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Earth Dies Screaming --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Revenge of Frankenstein --[has_genre]--> Horror
Path (Raw):       The Earth Dies Screaming --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Revenge of Frankenstein --[has_genre]--> Horror
Neg LogProb(↓):   0.575192
Path Entropy(↓):  0.943034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of mike barker directed movies
Start Entity:     Mike Barker
Gold Answer:      [['Howard Himelstein', 'Oscar Wilde']]
Predicted Ans:    Oscar Wilde
Predicted Path:   Mike Barker --[(INV) directed_by]--> A Good Woman --[written_by]--> Oscar Wilde
Path (Raw):       Mike Barker --[No Operation]--> Mike Barker --[(INV) directed_by]--> A Good Woman --[written_by]--> Oscar Wilde
Neg LogProb(↓):   0.006792
Path Entropy(↓):  0.041467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the last waltz released
Start Entity:     The Last Waltz
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   The Last Waltz --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Path (Raw):       The Last Waltz --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Neg LogProb(↓):   2.661795
Path Entropy(↓):  3.856085
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a show of force also wrote which movies
Start Entity:     A Show of Force
Gold Answer:      [['The Guys']]
Predicted Ans:    The Guys
Predicted Path:   A Show of Force --[written_by]--> Anne Nelson --[(INV) written_by]--> The Guys
Path (Raw):       A Show of Force --[written_by]--> Anne Nelson --[(INV) written_by]--> The Guys --[No Operation]--> The Guys
Neg LogProb(↓):   0.029287
Path Entropy(↓):  0.135462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the summer wars director
Start Entity:     Summer Wars
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Summer Wars --[directed_by]--> Mamoru Hosoda --[(INV) directed_by]--> Summer Wars --[in_language]--> Japanese
Path (Raw):       Summer Wars --[directed_by]--> Mamoru Hosoda --[(INV) directed_by]--> Summer Wars --[in_language]--> Japanese
Neg LogProb(↓):   0.048702
Path Entropy(↓):  0.194174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by lee tracy fall under
Start Entity:     Lee Tracy
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Lee Tracy --[(INV) starred_actors]--> Doctor X --[has_genre]--> Horror
Path (Raw):       Lee Tracy --[No Operation]--> Lee Tracy --[(INV) starred_actors]--> Doctor X --[has_genre]--> Horror
Neg LogProb(↓):   0.016456
Path Entropy(↓):  0.094502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film dancing lady were in which genres
Start Entity:     Dancing Lady
Gold Answer:      [['Drama', 'War', 'Western']]
Predicted Ans:    Western
Predicted Path:   Dancing Lady --[written_by]--> James Warner Bellah --[(INV) written_by]--> Fort Apache --[has_genre]--> Western
Path (Raw):       Dancing Lady --[written_by]--> James Warner Bellah --[(INV) written_by]--> Fort Apache --[has_genre]--> Western
Neg LogProb(↓):   0.579388
Path Entropy(↓):  0.945731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie clash by night
Start Entity:     Clash by Night
Gold Answer:      [["Frank O'Rourke", 'Grace Zaring Stone', 'Lamar Trotti', 'Richard Conlin', 'Howard Teichmann', 'Benjamin Glazer', 'Cornell Woolrich', 'Tom Miranda', 'Claude Binyon', 'Millard Kaufman', 'John Patrick', 'Ben Maddow', 'Daniel Taradash', 'Harold Jack Bloom', 'Sam Rolfe', 'Van Van Praag', 'Philip Yordan', 'Samuel Fuller', 'Samuel A. Taylor', 'Nunnally Johnson', 'Bernard C. Schoenfeld', 'James M. Cain', 'Marcia Davenport', 'John Flynn', 'Robert L. Richards', 'Anita Loos', 'Robert Bloch', 'Ben Hecht', 'Collier Young', 'Sam Peckinpah', 'Louis Lantz', 'Herman Melville', 'Edmund Goulding', 'Robert Lord', 'J. Grubb Alexander', 'Darryl F. Zanuck', 'Jo Eisinger', 'Clifford Odets', 'Abe Burrows', 'Gerald Butler', 'Billy Wilder', 'Sydney Boehm', 'Isobel Lennart', 'Joel Sayre', 'Hal Kanter', 'Robert Rossen', 'Ursula Parrott', 'Thomas Quinn Curtiss', 'Thomas Job', 'Martin Vale', 'George Seaton', 'Richard Brooks', 'Olive Higgins Prouty', 'Donald Hamilton', 'Phoebe Ephron', 'Henry Ephron', 'John Paxton', 'Preston Sturges', 'Don McGuire', 'Howard Breslin', 'Jo Swerling', 'Ketti Frings', 'Arthur Miller', 'Ernest Haycox', 'Charles Lederer', 'Milton Herbert Gropper', 'Heck Allen', 'Cornelia Baird Gross', 'Elbert Hubbard', 'Humphrey Pearson', 'Edna Ferber', 'George Axelrod', 'John Meehan', 'Libbie Block', 'Nathanael West', 'Carol Ryrie Brink', 'Dario Argento', 'Charlotte Armstrong', 'Robert Riskin', 'Walon Green', 'Roy N. Sickner', 'Raymond Chandler', 'Jacqueline Susann', 'Grace Perkins', 'Edward Anhalt', 'Richard Carroll', 'John Dickson Carr', 'Ernest Lehman', 'John Gilling', 'Lucille Fletcher', 'Frank Fenton', 'Nicholas Ray', 'Peter Ustinov', 'Will B. Johnstone', 'Gypsy Rose Lee', 'Frank Capra', 'Frank S. Nugent', 'William Inge', 'Dalton Trumbo', 'Dorothy Mackaye', 'Carlton Miles', 'Cameron Hawley', 'Donald E. Westlake', 'Marjorie Carleton', 'Gina Kaus', 'Jay Dratler', 'William Roberts', 'Dale Eunson', 'Katherine Albert', 'Art Cohn', 'Joseph Moncure March', 'George S. Kaufman', 'Norman Krasna', 'Bartlett Cormack', 'John P. Marquand', 'Jean Renoir', "Eugene O'Neill", 'Monckton Hoffe']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Clash by Night --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       Clash by Night --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   1.221509
Path Entropy(↓):  2.410880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of shoot first, die later
Start Entity:     Shoot First, Die Later
Gold Answer:      [['1972', '1969', '1975']]
Predicted Ans:    1969
Predicted Path:   Shoot First, Die Later --[written_by]--> Fernando Di Leo --[(INV) written_by]--> Naked Violence --[release_year]--> 1969
Path (Raw):       Shoot First, Die Later --[written_by]--> Fernando Di Leo --[(INV) written_by]--> Naked Violence --[release_year]--> 1969
Neg LogProb(↓):   0.189056
Path Entropy(↓):  0.585362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for poltergeist
Start Entity:     Poltergeist
Gold Answer:      [['Tobe Hooper']]
Predicted Ans:    Tobe Hooper
Predicted Path:   Poltergeist --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Path (Raw):       Poltergeist --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   0.580841
Path Entropy(↓):  0.827719
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is hum tumhare hain sanam in
Start Entity:     Hum Tumhare Hain Sanam
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Hum Tumhare Hain Sanam --[in_language]--> Hindi --[(INV) in_language]--> Delhi-6 --[in_language]--> Hindi
Path (Raw):       Hum Tumhare Hain Sanam --[in_language]--> Hindi --[(INV) in_language]--> Delhi-6 --[in_language]--> Hindi
Neg LogProb(↓):   0.738179
Path Entropy(↓):  1.536482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by marco risi
Start Entity:     Marco Risi
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God --[in_language]--> Italian
Path (Raw):       Marco Risi --[No Operation]--> Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by alan taylor were written by who
Start Entity:     Alan Taylor
Gold Answer:      [['Simon Leys']]
Predicted Ans:    Alan Taylor
Predicted Path:   Alan Taylor --[(INV) directed_by]--> Palookaville --[directed_by]--> Alan Taylor
Path (Raw):       Alan Taylor --[No Operation]--> Alan Taylor --[(INV) directed_by]--> Palookaville --[directed_by]--> Alan Taylor
Neg LogProb(↓):   0.083856
Path Entropy(↓):  0.290822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies directed by lloyd bacon fall under
Start Entity:     Lloyd Bacon
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Lloyd Bacon --[No Operation]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.552203
Path Entropy(↓):  0.860437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by danny jacobs released
Start Entity:     Danny Jacobs
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Danny Jacobs --[(INV) written_by]--> Humboldt County --[release_year]--> 2008
Path (Raw):       Danny Jacobs --[No Operation]--> Danny Jacobs --[(INV) written_by]--> Humboldt County --[release_year]--> 2008
Neg LogProb(↓):   0.019989
Path Entropy(↓):  0.097224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film china 9, liberty 37
Start Entity:     China 9, Liberty 37
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   China 9, Liberty 37 --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       China 9, Liberty 37 --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.800861
Path Entropy(↓):  2.989040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the possession of joel delaney actors
Start Entity:     The Possession of Joel Delaney
Gold Answer:      [['Thornton Wilder', 'Sidney Carroll', 'Alexandre Breffort', 'James Lee', 'Bert Granet', 'Gilles Mimouni', 'Cornell Woolrich', 'Larry McMurtry', 'James Jones', 'Neil Simon', 'Abe Burrows', 'Ethan Coen', 'Billy Wilder', 'James L. Brooks', 'Richard Linklater', 'Charles Lederer', 'Albert Dupontel', 'Jerzy Kosinski', 'William Gibson', 'Dorothy Kingsley', 'Kyle Onstott', 'Robert Harling', 'Hugh Wilson', 'John Michael Hayes', 'Ted Griffin', 'Skip Hollandsworth', 'Lillian Hellman', 'Dalton Trumbo', 'Carrie Fisher', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Steve Conrad', 'Alvin Sargent', 'Mark L. Lester', 'Norman Krasna', 'Arthur Laurents', 'Jack Davies', 'Jack Kirkland']]
Predicted Ans:    Ted Griffin
Predicted Path:   The Possession of Joel Delaney --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       The Possession of Joel Delaney --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.585499
Path Entropy(↓):  1.128792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with abraham's valley fall under
Start Entity:     Abraham's Valley
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Abraham's Valley --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[has_genre]--> Drama
Path (Raw):       Abraham's Valley --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.305663
Path Entropy(↓):  0.588748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the brave one actors
Start Entity:     The Brave One
Gold Answer:      [['Thai', 'English', 'French', 'German']]
Predicted Ans:    French
Predicted Path:   The Brave One --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Path (Raw):       The Brave One --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Neg LogProb(↓):   0.005836
Path Entropy(↓):  0.035975
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by james carroll released
Start Entity:     James Carroll
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   James Carroll --[(INV) written_by]--> Constantine's Sword --[release_year]--> 2007
Path (Raw):       James Carroll --[No Operation]--> James Carroll --[(INV) written_by]--> Constantine's Sword --[release_year]--> 2007
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor carl weathers starred together with who
Start Entity:     Carl Weathers
Gold Answer:      [['Charles Bronson', 'Sonakshi Sinha', 'Arnold Schwarzenegger', 'Craig T. Nelson', 'Vanity', 'Talia Shire', 'Burt Young', 'Sylvester Stallone', 'Sharon Stone', 'Lee Marvin', 'Andrew Stevens']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Carl Weathers --[(INV) starred_actors]--> Rocky II --[starred_actors]--> Sylvester Stallone
Path (Raw):       Carl Weathers --[No Operation]--> Carl Weathers --[(INV) starred_actors]--> Rocky II --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.166482
Path Entropy(↓):  0.446969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jacob reynolds starred together with who
Start Entity:     Jacob Reynolds
Gold Answer:      [['Jacob Sewell', 'Nick Sutton']]
Predicted Ans:    Jacob Reynolds
Predicted Path:   Jacob Reynolds --[(INV) starred_actors]--> Gummo --[starred_actors]--> Jacob Reynolds
Path (Raw):       Jacob Reynolds --[No Operation]--> Jacob Reynolds --[(INV) starred_actors]--> Gummo --[starred_actors]--> Jacob Reynolds
Neg LogProb(↓):   0.225311
Path Entropy(↓):  0.576130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who appeared in the same movie with jill esmond
Start Entity:     Jill Esmond
Gold Answer:      [['Myrna Loy', 'Irene Dunne', 'Ricardo Cortez']]
Predicted Ans:    Myrna Loy
Predicted Path:   Jill Esmond --[(INV) starred_actors]--> Thirteen Women --[starred_actors]--> Myrna Loy
Path (Raw):       Jill Esmond --[No Operation]--> Jill Esmond --[(INV) starred_actors]--> Thirteen Women --[starred_actors]--> Myrna Loy
Neg LogProb(↓):   0.130148
Path Entropy(↓):  0.439584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by wayne wang in
Start Entity:     Wayne Wang
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Wayne Wang --[(INV) written_by]--> Blue in the Face --[has_genre]--> Comedy
Path (Raw):       Wayne Wang --[No Operation]--> Wayne Wang --[(INV) written_by]--> Blue in the Face --[has_genre]--> Comedy
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by wojciech has
Start Entity:     Wojciech Has
Gold Answer:      [['Jan Potocki']]
Predicted Ans:    Jan Potocki
Predicted Path:   Wojciech Has --[(INV) directed_by]--> The Saragossa Manuscript --[written_by]--> Jan Potocki
Path (Raw):       Wojciech Has --[No Operation]--> Wojciech Has --[(INV) directed_by]--> The Saragossa Manuscript --[written_by]--> Jan Potocki
Neg LogProb(↓):   0.399118
Path Entropy(↓):  0.633644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing trouble in paradise
Start Entity:     Trouble in Paradise
Gold Answer:      [['national film registry', 'ernst lubitsch', 'bd-r', 'miriam hopkins']]
Predicted Ans:    miriam hopkins
Predicted Path:   Trouble in Paradise --[has_tags]--> miriam hopkins --[(INV) has_tags]--> Design for Living --[has_tags]--> miriam hopkins
Path (Raw):       Trouble in Paradise --[has_tags]--> miriam hopkins --[(INV) has_tags]--> Design for Living --[has_tags]--> miriam hopkins
Neg LogProb(↓):   0.083919
Path Entropy(↓):  0.374018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie born in east l. a.
Start Entity:     Born in East L.A.
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Born in East L.A. --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Born in East L.A. --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   2.453322
Path Entropy(↓):  4.090100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the boston strangler
Start Entity:     The Boston Strangler
Gold Answer:      [['tony curtis', 'richard fleischer']]
Predicted Ans:    tony curtis
Predicted Path:   The Boston Strangler --[has_tags]--> tony curtis --[(INV) has_tags]--> Sweet Smell of Success --[has_tags]--> tony curtis
Path (Raw):       The Boston Strangler --[has_tags]--> tony curtis --[(INV) has_tags]--> Sweet Smell of Success --[has_tags]--> tony curtis
Neg LogProb(↓):   0.342118
Path Entropy(↓):  0.871248
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film billy jack goes to washington were in which genres
Start Entity:     Billy Jack Goes to Washington
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Action
Predicted Path:   Billy Jack Goes to Washington --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[has_genre]--> Action
Path (Raw):       Billy Jack Goes to Washington --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[has_genre]--> Action
Neg LogProb(↓):   0.004374
Path Entropy(↓):  0.028249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by john r. cherry iii released
Start Entity:     John R. Cherry III
Gold Answer:      [['1995', '1998', '1988', '1997', '1990', '1993', '1991', '1987', '1986']]
Predicted Ans:    1986
Predicted Path:   John R. Cherry III --[(INV) directed_by]--> Dr. Otto and the Riddle of the Gloom Beam --[release_year]--> 1986
Path (Raw):       John R. Cherry III --[No Operation]--> John R. Cherry III --[(INV) directed_by]--> Dr. Otto and the Riddle of the Gloom Beam --[release_year]--> 1986
Neg LogProb(↓):   0.748407
Path Entropy(↓):  1.522279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter dave eggers wrote films together with who
Start Entity:     Dave Eggers
Gold Answer:      [['Maurice Sendak', 'Vendela Vida', 'Matt Damon', 'Spike Jonze', 'John Krasinski', 'Michael Hoffman']]
Predicted Ans:    Dave Eggers
Predicted Path:   Dave Eggers --[(INV) written_by]--> Away We Go --[written_by]--> Dave Eggers
Path (Raw):       Dave Eggers --[No Operation]--> Dave Eggers --[(INV) written_by]--> Away We Go --[written_by]--> Dave Eggers
Neg LogProb(↓):   0.954547
Path Entropy(↓):  1.064365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director for the players
Start Entity:     The Players
Gold Answer:      [['Gilles Lellouche', 'Jean Dujardin']]
Predicted Ans:    Jean Dujardin
Predicted Path:   The Players --[directed_by]--> Jean Dujardin --[(INV) directed_by]--> The Players --[directed_by]--> Jean Dujardin
Path (Raw):       The Players --[directed_by]--> Jean Dujardin --[(INV) directed_by]--> The Players --[directed_by]--> Jean Dujardin
Neg LogProb(↓):   0.003640
Path Entropy(↓):  0.026452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of denis leary directed movies
Start Entity:     Denis Leary
Gold Answer:      [['Ann Lembeck']]
Predicted Ans:    Gene Quintano
Predicted Path:   Denis Leary --[(INV) starred_actors]--> Operation Dumbo Drop --[written_by]--> Gene Quintano
Path (Raw):       Denis Leary --[No Operation]--> Denis Leary --[(INV) starred_actors]--> Operation Dumbo Drop --[written_by]--> Gene Quintano
Neg LogProb(↓):   1.189103
Path Entropy(↓):  2.143422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the temptress were released in which years
Start Entity:     The Temptress
Gold Answer:      [['1928']]
Predicted Ans:    1928
Predicted Path:   The Temptress --[directed_by]--> Fred Niblo --[(INV) directed_by]--> The Mysterious Lady --[release_year]--> 1928
Path (Raw):       The Temptress --[directed_by]--> Fred Niblo --[(INV) directed_by]--> The Mysterious Lady --[release_year]--> 1928
Neg LogProb(↓):   0.423311
Path Entropy(↓):  0.653234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the education of charlie banks also appears in which films
Start Entity:     The Education of Charlie Banks
Gold Answer:      [['Now You See Me', 'Night Moves', 'Zombieland', 'The Social Network', 'Peter and Vandy', 'Infestation', 'The Double', 'Free Samples', 'The End of the Tour', '30 Minutes or Less', 'Fanboys', 'Holy Rollers', 'Adventureland', 'Roger Dodger', 'The Invisible']]
Predicted Ans:    The Education of Charlie Banks
Predicted Path:   The Education of Charlie Banks --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> The Education of Charlie Banks
Path (Raw):       The Education of Charlie Banks --[starred_actors]--> Jesse Eisenberg --[No Operation]--> Jesse Eisenberg --[(INV) starred_actors]--> The Education of Charlie Banks
Neg LogProb(↓):   0.778630
Path Entropy(↓):  1.165140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie flowers of shanghai are written by who
Start Entity:     Flowers of Shanghai
Gold Answer:      [['Vincent Kok', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   Flowers of Shanghai --[starred_actors]--> Carina Lau --[(INV) starred_actors]--> Forbidden City Cop --[written_by]--> Stephen Chow
Path (Raw):       Flowers of Shanghai --[starred_actors]--> Carina Lau --[(INV) starred_actors]--> Forbidden City Cop --[written_by]--> Stephen Chow
Neg LogProb(↓):   0.007179
Path Entropy(↓):  0.046025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with fred clark
Start Entity:     Fred Clark
Gold Answer:      [['Frankie Avalon', 'Carol Channing', 'Jackie Gleason']]
Predicted Ans:    Jackie Gleason
Predicted Path:   Fred Clark --[(INV) starred_actors]--> Skidoo --[starred_actors]--> Jackie Gleason
Path (Raw):       Fred Clark --[No Operation]--> Fred Clark --[(INV) starred_actors]--> Skidoo --[starred_actors]--> Jackie Gleason
Neg LogProb(↓):   0.002413
Path Entropy(↓):  0.018631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did yorgos lanthimos write
Start Entity:     Yorgos Lanthimos
Gold Answer:      [['Alps', 'Dogtooth', 'Kinetta']]
Predicted Ans:    Dogtooth
Predicted Path:   Yorgos Lanthimos --[(INV) written_by]--> Dogtooth --[written_by]--> Yorgos Lanthimos --[(INV) written_by]--> Dogtooth
Path (Raw):       Yorgos Lanthimos --[(INV) written_by]--> Dogtooth --[written_by]--> Yorgos Lanthimos --[(INV) written_by]--> Dogtooth
Neg LogProb(↓):   0.091561
Path Entropy(↓):  0.426724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film las acacias
Start Entity:     Las Acacias
Gold Answer:      [['Pablo Giorgelli']]
Predicted Ans:    Pablo Giorgelli
Predicted Path:   Las Acacias --[written_by]--> Pablo Giorgelli --[(INV) written_by]--> Las Acacias --[written_by]--> Pablo Giorgelli
Path (Raw):       Las Acacias --[written_by]--> Pablo Giorgelli --[(INV) written_by]--> Las Acacias --[written_by]--> Pablo Giorgelli
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie bullhead
Start Entity:     Bullhead
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bullhead --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Bullhead --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.375041
Path Entropy(↓):  4.510905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is shattered glass in
Start Entity:     Shattered Glass
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Shattered Glass --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Shattered Glass --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.042897
Path Entropy(↓):  4.388922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of zach helm directed films
Start Entity:     Zach Helm
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Zach Helm --[(INV) directed_by]--> Mr. Magorium's Wonder Emporium --[release_year]--> 2007
Path (Raw):       Zach Helm --[No Operation]--> Zach Helm --[(INV) directed_by]--> Mr. Magorium's Wonder Emporium --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie hellraiser
Start Entity:     Hellraiser
Gold Answer:      [['Clive Barker']]
Predicted Ans:    Clive Barker
Predicted Path:   Hellraiser --[directed_by]--> Clive Barker --[(INV) directed_by]--> Nightbreed --[written_by]--> Clive Barker
Path (Raw):       Hellraiser --[directed_by]--> Clive Barker --[(INV) directed_by]--> Nightbreed --[written_by]--> Clive Barker
Neg LogProb(↓):   0.770610
Path Entropy(↓):  1.025643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of deadly blessing
Start Entity:     Deadly Blessing
Gold Answer:      [['Rachel McAdams', 'Heather Langenkamp', 'Ronee Blakley', 'Louis Jourdan', 'Kyle Gallner', 'Eddie Murphy', 'Amanda Wyss', 'Meryl Streep', 'Everett McGill', 'Peter Berg', 'Rooney Mara', 'Mitch Pileggi', 'Bill Pullman', 'Cillian Murphy', 'Adrienne Barbeau', 'Katie Cassidy', 'Kadeem Hardison', 'Wendy Robie', 'Ray Wise', 'Michael Murphy', 'Angela Bassett', 'Max Thieriot', 'Allen Payne', 'Drew Barrymore', 'Jackie Earle Haley', 'John Saxon', 'Garret Dillahunt']]
Predicted Ans:    Sharon Stone
Predicted Path:   Deadly Blessing --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Path (Raw):       Deadly Blessing --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.179565
Path Entropy(↓):  0.568778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of mary o'hara written films
Start Entity:     Mary O'Hara
Gold Answer:      [['Michael Mayer']]
Predicted Ans:    Michael Mayer
Predicted Path:   Mary O'Hara --[(INV) written_by]--> Flicka --[directed_by]--> Michael Mayer
Path (Raw):       Mary O'Hara --[No Operation]--> Mary O'Hara --[(INV) written_by]--> Flicka --[directed_by]--> Michael Mayer
Neg LogProb(↓):   0.069688
Path Entropy(↓):  0.246638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was strange brew directed by
Start Entity:     Strange Brew
Gold Answer:      [['Rick Moranis', 'Dave Thomas']]
Predicted Ans:    Dave Thomas
Predicted Path:   Strange Brew --[directed_by]--> Dave Thomas --[(INV) directed_by]--> Strange Brew --[directed_by]--> Dave Thomas
Path (Raw):       Strange Brew --[directed_by]--> Dave Thomas --[(INV) directed_by]--> Strange Brew --[directed_by]--> Dave Thomas
Neg LogProb(↓):   0.198962
Path Entropy(↓):  0.629750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of richard collins written films
Start Entity:     Richard Collins
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Richard Collins --[(INV) written_by]--> The Badlanders --[release_year]--> 1958
Path (Raw):       Richard Collins --[No Operation]--> Richard Collins --[(INV) written_by]--> The Badlanders --[release_year]--> 1958
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of mandingo
Start Entity:     Mandingo
Gold Answer:      [['Jean Renoir', 'Henry Hathaway']]
Predicted Ans:    Jean Renoir
Predicted Path:   Mandingo --[written_by]--> Jack Kirkland --[(INV) written_by]--> The Golden Coach --[directed_by]--> Jean Renoir
Path (Raw):       Mandingo --[written_by]--> Jack Kirkland --[(INV) written_by]--> The Golden Coach --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.261476
Path Entropy(↓):  0.646845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does richard roundtree appear in
Start Entity:     Richard Roundtree
Gold Answer:      [['Shaft in Africa', 'An Eye for an Eye', 'Q', 'Shaft']]
Predicted Ans:    Q
Predicted Path:   Richard Roundtree --[(INV) starred_actors]--> Q --[starred_actors]--> Richard Roundtree --[(INV) starred_actors]--> Q
Path (Raw):       Richard Roundtree --[(INV) starred_actors]--> Q --[starred_actors]--> Richard Roundtree --[(INV) starred_actors]--> Q
Neg LogProb(↓):   0.448815
Path Entropy(↓):  1.388079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the big fix fall under
Start Entity:     The Big Fix
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Big Fix --[written_by]--> Roger L. Simon --[(INV) written_by]--> A Better Life --[has_genre]--> Drama
Path (Raw):       The Big Fix --[written_by]--> Roger L. Simon --[(INV) written_by]--> A Better Life --[has_genre]--> Drama
Neg LogProb(↓):   0.002111
Path Entropy(↓):  0.016807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by adrian zmed
Start Entity:     Adrian Zmed
Gold Answer:      [['Pat Proft', 'Neal Israel', 'Bob Israel']]
Predicted Ans:    Pat Proft
Predicted Path:   Adrian Zmed --[(INV) starred_actors]--> Bachelor Party --[written_by]--> Pat Proft
Path (Raw):       Adrian Zmed --[No Operation]--> Adrian Zmed --[(INV) starred_actors]--> Bachelor Party --[written_by]--> Pat Proft
Neg LogProb(↓):   0.096426
Path Entropy(↓):  0.342437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by simon aboud in
Start Entity:     Simon Aboud
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Simon Aboud --[(INV) directed_by]--> Comes a Bright Day --[has_genre]--> Romance
Path (Raw):       Simon Aboud --[No Operation]--> Simon Aboud --[(INV) directed_by]--> Comes a Bright Day --[has_genre]--> Romance
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by the border actors release
Start Entity:     The Border
Gold Answer:      [['1980', '1970', '1946', '2003', '1992', '1993', '2006', '1985', '1967', '1974', '2007', '1998', '2009', '2010', '1973', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '2005', '1991', '1945', '1987', '1986']]
Predicted Ans:    1995
Predicted Path:   The Border --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Path (Raw):       The Border --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Neg LogProb(↓):   1.992341
Path Entropy(↓):  3.097447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by women in trouble actors
Start Entity:     Women in Trouble
Gold Answer:      [['Family', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Women in Trouble --[starred_actors]--> Connie Britton --[(INV) starred_actors]--> Angels Sing --[has_genre]--> Drama
Path (Raw):       Women in Trouble --[starred_actors]--> Connie Britton --[(INV) starred_actors]--> Angels Sing --[has_genre]--> Drama
Neg LogProb(↓):   0.591126
Path Entropy(↓):  1.319405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote aaltra
Start Entity:     Aaltra
Gold Answer:      [['Benoît Delépine']]
Predicted Ans:    Benoît Delépine
Predicted Path:   Aaltra --[written_by]--> Benoît Delépine --[(INV) written_by]--> Mammuth --[written_by]--> Benoît Delépine
Path (Raw):       Aaltra --[written_by]--> Benoît Delépine --[(INV) written_by]--> Mammuth --[written_by]--> Benoît Delépine
Neg LogProb(↓):   0.000183
Path Entropy(↓):  0.001760
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed johnny tremain
Start Entity:     Johnny Tremain
Gold Answer:      [['Robert Stevenson']]
Predicted Ans:    Robert Stevenson
Predicted Path:   Johnny Tremain --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Bedknobs and Broomsticks --[directed_by]--> Robert Stevenson
Path (Raw):       Johnny Tremain --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Bedknobs and Broomsticks --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   0.345549
Path Entropy(↓):  0.937834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with patrick cassidy
Start Entity:     Patrick Cassidy
Gold Answer:      [['Campbell Scott']]
Predicted Ans:    Campbell Scott
Predicted Path:   Patrick Cassidy --[(INV) starred_actors]--> Longtime Companion --[starred_actors]--> Campbell Scott
Path (Raw):       Patrick Cassidy --[No Operation]--> Patrick Cassidy --[(INV) starred_actors]--> Longtime Companion --[starred_actors]--> Campbell Scott
Neg LogProb(↓):   0.000172
Path Entropy(↓):  0.001660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is the last blitzkrieg
Start Entity:     The Last Blitzkrieg
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   The Last Blitzkrieg --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       The Last Blitzkrieg --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.466727
Path Entropy(↓):  2.533533
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in beautiful kate
Start Entity:     Beautiful Kate
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Beautiful Kate --[starred_actors]--> Rachel Griffiths --[(INV) starred_actors]--> Blow Dry --[in_language]--> English
Path (Raw):       Beautiful Kate --[starred_actors]--> Rachel Griffiths --[(INV) starred_actors]--> Blow Dry --[in_language]--> English
Neg LogProb(↓):   0.001618
Path Entropy(↓):  0.012446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie grace of monaco
Start Entity:     Grace of Monaco
Gold Answer:      [['Nicole Kidman', 'Tim Roth', 'Frank Langella', 'Paz Vega']]
Predicted Ans:    Paz Vega
Predicted Path:   Grace of Monaco --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> Sex and Lucia --[starred_actors]--> Paz Vega
Path (Raw):       Grace of Monaco --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> Sex and Lucia --[starred_actors]--> Paz Vega
Neg LogProb(↓):   0.574724
Path Entropy(↓):  1.187784
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did christina ricci act in
Start Entity:     Christina Ricci
Gold Answer:      [['Bel Ami', 'Monster', 'Now and Then', "All's Faire in Love", 'Prozac Nation', 'The Man Who Cried', 'The Last of the High Kings', 'The Opposite of Sex', 'After.Life', 'Around the Block', 'Miranda', 'The Gathering', 'Sleepy Hollow', "Buffalo '66", 'Black Snake Moan', 'Desert Blue', 'That Darn Cat', 'Pumpkin', 'Pecker']]
Predicted Ans:    Around the Block
Predicted Path:   Christina Ricci --[(INV) starred_actors]--> Around the Block --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Around the Block
Path (Raw):       Christina Ricci --[(INV) starred_actors]--> Around the Block --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Around the Block
Neg LogProb(↓):   0.698478
Path Entropy(↓):  1.879342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by dennis weaver release
Start Entity:     Dennis Weaver
Gold Answer:      [['1966', '1960', '1970', '1971']]
Predicted Ans:    1960
Predicted Path:   Dennis Weaver --[(INV) starred_actors]--> The Gallant Hours --[release_year]--> 1960
Path (Raw):       Dennis Weaver --[No Operation]--> Dennis Weaver --[(INV) starred_actors]--> The Gallant Hours --[release_year]--> 1960
Neg LogProb(↓):   0.855335
Path Entropy(↓):  1.276257
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does kiefer sutherland star in
Start Entity:     Kiefer Sutherland
Gold Answer:      [['Phone Booth', 'Renegades', 'Young Guns II', 'Break Up', 'The Nutcracker Prince', 'Promised Land', 'The Cowboy Way', 'Article 99', 'Desert Saints', 'Young Guns', 'The Wild', 'To End All Wars', 'The Vanishing', 'The Sentinel', 'Truth or Consequences, N.M.', 'Bright Lights, Big City', 'Flashback', 'After Alice', 'Mirrors', 'Dark City', 'Flatliners', '1969', 'The Three Musketeers', 'Freeway', 'River Queen']]
Predicted Ans:    Desert Saints
Predicted Path:   Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints
Path (Raw):       Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints
Neg LogProb(↓):   0.088066
Path Entropy(↓):  0.489521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by vincent d'onofrio were in which languages
Start Entity:     Vincent D'Onofrio
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Vincent D'Onofrio --[(INV) starred_actors]--> Household Saints --[in_language]--> Italian
Path (Raw):       Vincent D'Onofrio --[No Operation]--> Vincent D'Onofrio --[(INV) starred_actors]--> Household Saints --[in_language]--> Italian
Neg LogProb(↓):   0.137527
Path Entropy(↓):  0.443734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was joe tornatore a writer on
Start Entity:     Joe Tornatore
Gold Answer:      [['Grotesque']]
Predicted Ans:    Grotesque
Predicted Path:   Joe Tornatore --[(INV) written_by]--> Grotesque --[written_by]--> Joe Tornatore --[(INV) written_by]--> Grotesque
Path (Raw):       Joe Tornatore --[(INV) written_by]--> Grotesque --[written_by]--> Joe Tornatore --[(INV) written_by]--> Grotesque
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by dick durock were directed by who
Start Entity:     Dick Durock
Gold Answer:      [['Jim Wynorski']]
Predicted Ans:    Jim Wynorski
Predicted Path:   Dick Durock --[(INV) starred_actors]--> The Return of Swamp Thing --[directed_by]--> Jim Wynorski
Path (Raw):       Dick Durock --[No Operation]--> Dick Durock --[(INV) starred_actors]--> The Return of Swamp Thing --[directed_by]--> Jim Wynorski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by erik white were released in which years
Start Entity:     Erik White
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Erik White --[(INV) directed_by]--> Lottery Ticket --[release_year]--> 2010
Path (Raw):       Erik White --[No Operation]--> Erik White --[(INV) directed_by]--> Lottery Ticket --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in baz luhrmann directed films
Start Entity:     Baz Luhrmann
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[in_language]--> English
Path (Raw):       Baz Luhrmann --[No Operation]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.124068
Path Entropy(↓):  1.216079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie victor victoria were in which languages
Start Entity:     Victor Victoria
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.000893
Path Entropy(↓):  0.008649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the trigger effect were in which genres
Start Entity:     The Trigger Effect
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Trigger Effect --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[has_genre]--> Comedy
Path (Raw):       The Trigger Effect --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[has_genre]--> Comedy
Neg LogProb(↓):   0.466844
Path Entropy(↓):  0.665928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of 9 songs
Start Entity:     9 Songs
Gold Answer:      [['Michael Winterbottom']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   9 Songs --[written_by]--> Michael Winterbottom --[(INV) written_by]--> Butterfly Kiss --[directed_by]--> Michael Winterbottom
Path (Raw):       9 Songs --[written_by]--> Michael Winterbottom --[(INV) written_by]--> Butterfly Kiss --[directed_by]--> Michael Winterbottom
Neg LogProb(↓):   0.053952
Path Entropy(↓):  0.224492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie after earth were in which genres
Start Entity:     After Earth
Gold Answer:      [['Western', 'Drama', 'Animation', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   After Earth --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Path (Raw):       After Earth --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Neg LogProb(↓):   0.945624
Path Entropy(↓):  2.344609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the bank dick
Start Entity:     The Bank Dick
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Bank Dick --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Bank Dick --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.037445
Path Entropy(↓):  4.459946
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the night stalker writers
Start Entity:     The Night Stalker
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Night Stalker --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       The Night Stalker --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.000387
Path Entropy(↓):  0.003874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of three sailors and a girl
Start Entity:     Three Sailors and a Girl
Gold Answer:      [['Fred Astaire', 'Ginny Simms', 'James Stewart', 'John Carradine', 'Binnie Barnes', 'Louis Calhern', 'Gloria DeHaven', 'Bruce Bennett', 'Wallace Beery', 'Ann Harding', 'Gladys George', 'George Murphy', 'Ricardo Cortez', 'Doris Day', 'Virginia Mayo', 'Gordon MacRae', 'Gene Nelson', 'Karl Malden', 'Eleanor Powell', 'Charles Winninger', 'Bebe Daniels', 'Lucille Ball', 'Lucille Bremer', 'Fanny Brice', 'Don DeFore', 'James Cagney', 'Joan Blondell', 'Dudley Digges', 'Jean Gabin', 'Claude Dauphin', 'Robert Taylor', 'Eddie Cantor', 'Mae Clarke', 'Jack Benny', 'Loretta Young', 'Margaret Lindsay', 'Lon Chaney Jr.', 'Victor Moore', 'Milton Berle', 'Beverly Garland', 'Humphrey Bogart', 'Mary Astor', 'Peter Lorre', 'Virginia Bruce']]
Predicted Ans:    Peter Lorre
Predicted Path:   Three Sailors and a Girl --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Path (Raw):       Three Sailors and a Girl --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.660391
Path Entropy(↓):  1.548334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film any given sunday
Start Entity:     Any Given Sunday
Gold Answer:      [['John Ridley', 'Tariq Ali', 'Marc Brandel', 'Ron Kovic', "Michael O'Donoghue", 'Oliver Stone', 'Shane Salerno', 'Don Winslow', 'Tad Savinar', 'Stephen Singular', 'Eric Bogosian', 'Jim Marrs', 'Jim Garrison', 'Stanley Weiser', 'Zachary Sklar', 'Richard Rutowski', 'James Ivory', 'Quentin Tarantino']]
Predicted Ans:    Oliver Stone
Predicted Path:   Any Given Sunday --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[written_by]--> Oliver Stone
Path (Raw):       Any Given Sunday --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[written_by]--> Oliver Stone
Neg LogProb(↓):   0.776387
Path Entropy(↓):  2.073854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of 7 days in havana
Start Entity:     7 Days in Havana
Gold Answer:      [['Gaspar Noé', 'Pablo Trapero', 'Elia Suleiman', 'Laurent Cantet', 'Ilmar Raag']]
Predicted Ans:    Laurent Cantet
Predicted Path:   7 Days in Havana --[written_by]--> Laurent Cantet --[(INV) written_by]--> The Class --[directed_by]--> Laurent Cantet
Path (Raw):       7 Days in Havana --[written_by]--> Laurent Cantet --[(INV) written_by]--> The Class --[directed_by]--> Laurent Cantet
Neg LogProb(↓):   0.335780
Path Entropy(↓):  0.866631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the lucky ones
Start Entity:     The Lucky Ones
Gold Answer:      [['Limitless', 'Divergent', 'The Illusionist']]
Predicted Ans:    The Illusionist
Predicted Path:   The Lucky Ones --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist
Path (Raw):       The Lucky Ones --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[No Operation]--> The Illusionist
Neg LogProb(↓):   0.002247
Path Entropy(↓):  0.016105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor alex frost starred together with who
Start Entity:     Alex Frost
Gold Answer:      [['J.K. Simmons', 'Brittany Snow', 'Adam Scott', 'John Robinson', 'Eric Deulen']]
Predicted Ans:    Alex Frost
Predicted Path:   Alex Frost --[(INV) starred_actors]--> The Vicious Kind --[starred_actors]--> Alex Frost
Path (Raw):       Alex Frost --[No Operation]--> Alex Frost --[(INV) starred_actors]--> The Vicious Kind --[starred_actors]--> Alex Frost
Neg LogProb(↓):   0.032310
Path Entropy(↓):  0.173753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies directed by the sweet sixteen director
Start Entity:     Sweet Sixteen
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Path (Raw):       Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Neg LogProb(↓):   0.795862
Path Entropy(↓):  1.372477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to secret ceremony
Start Entity:     Secret Ceremony
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Secret Ceremony --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Secret Ceremony --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.329730
Path Entropy(↓):  0.595471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of joseph stein written films
Start Entity:     Joseph Stein
Gold Answer:      [['Norman Jewison']]
Predicted Ans:    Norman Jewison
Predicted Path:   Joseph Stein --[(INV) written_by]--> Fiddler on the Roof --[directed_by]--> Norman Jewison
Path (Raw):       Joseph Stein --[No Operation]--> Joseph Stein --[(INV) written_by]--> Fiddler on the Roof --[directed_by]--> Norman Jewison
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in divorce american style
Start Entity:     Divorce American Style
Gold Answer:      [['Dick Van Dyke', 'Debbie Reynolds', 'Jason Robards', 'Jean Simmons']]
Predicted Ans:    Dick Van Dyke
Predicted Path:   Divorce American Style --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Divorce American Style --[starred_actors]--> Dick Van Dyke
Path (Raw):       Divorce American Style --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Divorce American Style --[starred_actors]--> Dick Van Dyke
Neg LogProb(↓):   0.164706
Path Entropy(↓):  0.469131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by agnes varda in
Start Entity:     Agnès Varda
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Agnès Varda --[(INV) written_by]--> The Beaches of Agnès --[in_language]--> French
Path (Raw):       Agnès Varda --[No Operation]--> Agnès Varda --[(INV) written_by]--> The Beaches of Agnès --[in_language]--> French
Neg LogProb(↓):   0.040616
Path Entropy(↓):  0.209328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by jorge blanco
Start Entity:     Jorge Blanco
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jorge Blanco --[(INV) directed_by]--> Planet 51 --[has_genre]--> Comedy
Path (Raw):       Jorge Blanco --[No Operation]--> Jorge Blanco --[(INV) directed_by]--> Planet 51 --[has_genre]--> Comedy
Neg LogProb(↓):   0.000200
Path Entropy(↓):  0.001906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by simone griffeth
Start Entity:     Simone Griffeth
Gold Answer:      [['Paul Bartel']]
Predicted Ans:    Paul Bartel
Predicted Path:   Simone Griffeth --[(INV) starred_actors]--> Death Race 2000 --[directed_by]--> Paul Bartel
Path (Raw):       Simone Griffeth --[No Operation]--> Simone Griffeth --[(INV) starred_actors]--> Death Race 2000 --[directed_by]--> Paul Bartel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of a million to juan was
Start Entity:     A Million to Juan
Gold Answer:      [['Paul Rodriguez']]
Predicted Ans:    Paul Rodriguez
Predicted Path:   A Million to Juan --[directed_by]--> Paul Rodriguez --[(INV) directed_by]--> A Million to Juan --[directed_by]--> Paul Rodriguez
Path (Raw):       A Million to Juan --[directed_by]--> Paul Rodriguez --[(INV) directed_by]--> A Million to Juan --[directed_by]--> Paul Rodriguez
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in ace of hearts
Start Entity:     Ace of Hearts
Gold Answer:      [['Dean Cain', 'Mike Dopud', 'Britt McKillip']]
Predicted Ans:    Mike Dopud
Predicted Path:   Ace of Hearts --[starred_actors]--> Britt McKillip --[(INV) starred_actors]--> Ace of Hearts --[starred_actors]--> Mike Dopud
Path (Raw):       Ace of Hearts --[starred_actors]--> Britt McKillip --[(INV) starred_actors]--> Ace of Hearts --[starred_actors]--> Mike Dopud
Neg LogProb(↓):   1.057370
Path Entropy(↓):  1.527977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does peter riegert appear in
Start Entity:     Peter Riegert
Gold Answer:      [['Barbarians at the Gate', 'Local Hero', 'Crossing Delancey', 'Coldblooded', 'The Mask', 'A Shock to the System']]
Predicted Ans:    She's Having a Baby
Predicted Path:   Peter Riegert --[(INV) starred_actors]--> A Shock to the System --[starred_actors]--> Elizabeth McGovern --[(INV) starred_actors]--> She's Having a Baby
Path (Raw):       Peter Riegert --[(INV) starred_actors]--> A Shock to the System --[starred_actors]--> Elizabeth McGovern --[(INV) starred_actors]--> She's Having a Baby
Neg LogProb(↓):   0.744560
Path Entropy(↓):  1.516358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of the americanization of emily
Start Entity:     The Americanization of Emily
Gold Answer:      [['Charles Haid', 'Jo Van Fleet', 'Blair Brown', 'Ernest Borgnine', 'Clint Eastwood', 'Faye Dunaway', 'William Holden', 'Montgomery Clift', 'Jean Seberg', 'Bette Davis', 'Debbie Reynolds', 'Lee Marvin', 'William Hurt', 'Robert Duvall', 'Bob Balaban', 'Lee Remick', 'Barry Fitzgerald', 'Albert Salmi', 'George C. Scott', 'Peter Finch']]
Predicted Ans:    George C. Scott
Predicted Path:   The Americanization of Emily --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       The Americanization of Emily --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.000264
Path Entropy(↓):  0.002649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by sidney hayers
Start Entity:     Sidney Hayers
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Sidney Hayers --[(INV) directed_by]--> Circus of Horrors --[release_year]--> 1960
Path (Raw):       Sidney Hayers --[No Operation]--> Sidney Hayers --[(INV) directed_by]--> Circus of Horrors --[release_year]--> 1960
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films in the mouth of madness are written by who
Start Entity:     In the Mouth of Madness
Gold Answer:      [['William Goldman', 'John Carpenter', 'Kurt Russell', 'Bruce A. Evans', 'Stephen King', "Dan O'Bannon", 'Bill Phillips', 'John Steakley', 'Rob Zombie', 'Raynold Gideon', 'John Wyndham', 'Debra Hill', 'Nick Castle', 'Eric Heisserer', 'Bill Lancaster', 'H.F. Saint', 'Wolf Rilla']]
Predicted Ans:    John Carpenter
Predicted Path:   In the Mouth of Madness --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Path (Raw):       In the Mouth of Madness --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Neg LogProb(↓):   1.374728
Path Entropy(↓):  1.785683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Thi loc truong appears in which movies
Start Entity:     Thi Loc Truong
Gold Answer:      [['The Scent of Green Papaya']]
Predicted Ans:    1993
Predicted Path:   Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya --[release_year]--> 1993
Path (Raw):       Thi Loc Truong --[No Operation]--> Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya --[release_year]--> 1993
Neg LogProb(↓):   0.074812
Path Entropy(↓):  0.311169
Gold Hop Count:   1
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the director george w. george
Start Entity:     George W. George
Gold Answer:      [['James Dean', 'Martin Gabel']]
Predicted Ans:    Martin Gabel
Predicted Path:   George W. George --[(INV) directed_by]--> The James Dean Story --[starred_actors]--> Martin Gabel
Path (Raw):       George W. George --[No Operation]--> George W. George --[(INV) directed_by]--> The James Dean Story --[starred_actors]--> Martin Gabel
Neg LogProb(↓):   0.280959
Path Entropy(↓):  0.557012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of a burning hot summer
Start Entity:     A Burning Hot Summer
Gold Answer:      [['Regular Lovers']]
Predicted Ans:    A Burning Hot Summer
Predicted Path:   A Burning Hot Summer --[written_by]--> Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer
Path (Raw):       A Burning Hot Summer --[No Operation]--> A Burning Hot Summer --[written_by]--> Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer
Neg LogProb(↓):   0.005940
Path Entropy(↓):  0.036481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by guy owen were in which genres
Start Entity:     Guy Owen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Guy Owen --[(INV) written_by]--> The Flim-Flam Man --[has_genre]--> Comedy
Path (Raw):       Guy Owen --[No Operation]--> Guy Owen --[(INV) written_by]--> The Flim-Flam Man --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with this is not a film fall under
Start Entity:     This Is Not a Film
Gold Answer:      [['Drama']]
Predicted Ans:    Documentary
Predicted Path:   This Is Not a Film --[has_genre]--> Documentary --[(INV) has_genre]--> Ethel --[has_genre]--> Documentary
Path (Raw):       This Is Not a Film --[has_genre]--> Documentary --[(INV) has_genre]--> Ethel --[has_genre]--> Documentary
Neg LogProb(↓):   0.470612
Path Entropy(↓):  1.899933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by arnold schulman
Start Entity:     Arnold Schulman
Gold Answer:      [['1963', '1975', '1957', '1959', '1993', '1985', '1969']]
Predicted Ans:    1975
Predicted Path:   Arnold Schulman --[(INV) written_by]--> Funny Lady --[release_year]--> 1975
Path (Raw):       Arnold Schulman --[No Operation]--> Arnold Schulman --[(INV) written_by]--> Funny Lady --[release_year]--> 1975
Neg LogProb(↓):   0.849313
Path Entropy(↓):  1.503906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by todd field
Start Entity:     Todd Field
Gold Answer:      [['In the Bedroom', 'Little Children']]
Predicted Ans:    Little Children
Predicted Path:   Todd Field --[(INV) directed_by]--> In the Bedroom --[directed_by]--> Todd Field --[(INV) directed_by]--> Little Children
Path (Raw):       Todd Field --[(INV) directed_by]--> In the Bedroom --[directed_by]--> Todd Field --[(INV) directed_by]--> Little Children
Neg LogProb(↓):   0.784706
Path Entropy(↓):  1.171348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of europa europa
Start Entity:     Europa Europa
Gold Answer:      [['Yurek Bogayevicz', 'Agnieszka Holland']]
Predicted Ans:    Agnieszka Holland
Predicted Path:   Europa Europa --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[directed_by]--> Agnieszka Holland
Path (Raw):       Europa Europa --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[directed_by]--> Agnieszka Holland
Neg LogProb(↓):   0.013109
Path Entropy(↓):  0.083652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by rae spoon
Start Entity:     Rae Spoon
Gold Answer:      [['Chelsea McMullan']]
Predicted Ans:    Chelsea McMullan
Predicted Path:   Rae Spoon --[(INV) starred_actors]--> My Prairie Home --[written_by]--> Chelsea McMullan
Path (Raw):       Rae Spoon --[No Operation]--> Rae Spoon --[(INV) starred_actors]--> My Prairie Home --[written_by]--> Chelsea McMullan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of chad power acted films
Start Entity:     Chad Power
Gold Answer:      [['Jon Turteltaub']]
Predicted Ans:    Jon Turteltaub
Predicted Path:   Chad Power --[(INV) starred_actors]--> 3 Ninjas --[directed_by]--> Jon Turteltaub
Path (Raw):       Chad Power --[No Operation]--> Chad Power --[(INV) starred_actors]--> 3 Ninjas --[directed_by]--> Jon Turteltaub
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by christoforos papakaliatis
Start Entity:     Christoforos Papakaliatis
Gold Answer:      [['Kevin Sorbo', 'John Ratzenberger', 'Debby Ryan', 'Kristy Swanson']]
Predicted Ans:    Kevin Sorbo
Predicted Path:   Christoforos Papakaliatis --[(INV) written_by]--> What If... --[starred_actors]--> Kevin Sorbo
Path (Raw):       Christoforos Papakaliatis --[No Operation]--> Christoforos Papakaliatis --[(INV) written_by]--> What If... --[starred_actors]--> Kevin Sorbo
Neg LogProb(↓):   0.017653
Path Entropy(↓):  0.099921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with bernard cribbins
Start Entity:     Bernard Cribbins
Gold Answer:      [['Ursula Andress', 'Lionel Jeffries', 'Margaret Rutherford', 'Dinah Sheridan', 'Nigel Bruce', 'John Richardson', 'David Kossoff', 'Randolph Scott', 'Ron Moody', 'Peter Cushing', 'Peter Sellers', 'Helen Gahagan']]
Predicted Ans:    Peter Sellers
Predicted Path:   Bernard Cribbins --[(INV) starred_actors]--> The Wrong Arm of the Law --[starred_actors]--> Peter Sellers
Path (Raw):       Bernard Cribbins --[No Operation]--> Bernard Cribbins --[(INV) starred_actors]--> The Wrong Arm of the Law --[starred_actors]--> Peter Sellers
Neg LogProb(↓):   0.662211
Path Entropy(↓):  1.140221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by david morlet released
Start Entity:     David Morlet
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   David Morlet --[(INV) written_by]--> Mutants --[release_year]--> 2009
Path (Raw):       David Morlet --[No Operation]--> David Morlet --[(INV) written_by]--> Mutants --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film at the devil's door
Start Entity:     At the Devil's Door
Gold Answer:      [['2012']]
Predicted Ans:    2014
Predicted Path:   At the Devil's Door --[directed_by]--> Nicholas McCarthy --[(INV) directed_by]--> At the Devil's Door --[release_year]--> 2014
Path (Raw):       At the Devil's Door --[directed_by]--> Nicholas McCarthy --[(INV) directed_by]--> At the Devil's Door --[release_year]--> 2014
Neg LogProb(↓):   0.265824
Path Entropy(↓):  0.543605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the spy who loved me directed by
Start Entity:     The Spy Who Loved Me
Gold Answer:      [['Lewis Gilbert']]
Predicted Ans:    Lewis Gilbert
Predicted Path:   The Spy Who Loved Me --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita --[directed_by]--> Lewis Gilbert
Path (Raw):       The Spy Who Loved Me --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita --[directed_by]--> Lewis Gilbert
Neg LogProb(↓):   0.438438
Path Entropy(↓):  1.040663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does gian maria volonte appear in
Start Entity:     Gian Maria Volonté
Gold Answer:      [['Investigation of a Citizen Above Suspicion', 'Le Cercle Rouge', 'A Fistful of Dollars', 'A Bullet for the General', 'The Mattei Affair', 'For a Few Dollars More']]
Predicted Ans:    Sabata
Predicted Path:   Gian Maria Volonté --[(INV) starred_actors]--> For a Few Dollars More --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> Sabata
Path (Raw):       Gian Maria Volonté --[(INV) starred_actors]--> For a Few Dollars More --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> Sabata
Neg LogProb(↓):   0.054518
Path Entropy(↓):  0.296493
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in quantum of solace
Start Entity:     Quantum of Solace
Gold Answer:      [['Documentary', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   Quantum of Solace --[starred_actors]--> Daniel Craig --[(INV) starred_actors]--> One Life --[has_genre]--> Documentary
Path (Raw):       Quantum of Solace --[starred_actors]--> Daniel Craig --[(INV) starred_actors]--> One Life --[has_genre]--> Documentary
Neg LogProb(↓):   0.773985
Path Entropy(↓):  1.388912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is dolan's cadillac
Start Entity:     Dolan's Cadillac
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Dolan's Cadillac --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Dolan's Cadillac --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.561435
Path Entropy(↓):  2.859096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with god told me to fall under
Start Entity:     God Told Me To
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   God Told Me To --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[has_genre]--> Horror
Path (Raw):       God Told Me To --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[has_genre]--> Horror
Neg LogProb(↓):   0.139212
Path Entropy(↓):  0.549365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by daniele gegauff
Start Entity:     Danièle Gégauff
Gold Answer:      [['Paul Gégauff']]
Predicted Ans:    Paul Gégauff
Predicted Path:   Danièle Gégauff --[(INV) starred_actors]--> Pleasure Party --[written_by]--> Paul Gégauff
Path (Raw):       Danièle Gégauff --[No Operation]--> Danièle Gégauff --[(INV) starred_actors]--> Pleasure Party --[written_by]--> Paul Gégauff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was a little princess released
Start Entity:     A Little Princess
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   A Little Princess --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       A Little Princess --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   2.878403
Path Entropy(↓):  4.189587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in hoodwinked too! hood vs. evil
Start Entity:     Hoodwinked Too! Hood vs. Evil
Gold Answer:      [['Family', 'Documentary', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Hoodwinked Too! Hood vs. Evil --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Paradise Road --[has_genre]--> War
Path (Raw):       Hoodwinked Too! Hood vs. Evil --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Paradise Road --[has_genre]--> War
Neg LogProb(↓):   1.130556
Path Entropy(↓):  1.347955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by julian arahanga were in which genres
Start Entity:     Julian Arahanga
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Julian Arahanga --[(INV) starred_actors]--> Broken English --[has_genre]--> Romance
Path (Raw):       Julian Arahanga --[No Operation]--> Julian Arahanga --[(INV) starred_actors]--> Broken English --[has_genre]--> Romance
Neg LogProb(↓):   0.475228
Path Entropy(↓):  0.663205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie women in trouble
Start Entity:     Women in Trouble
Gold Answer:      [['Edward Burns', 'J.T. Tepnapa', 'Frank Whaley', 'Jon Avnet', 'Shawn Levy', 'Tim Chambers', 'Robert Rodriguez', 'Scott Stewart', 'Dan Bradley', 'Andy Fickman', 'John Milius', 'Sebastian Gutierrez', 'Brian De Palma', 'James Wong', 'Tim McCanlies']]
Predicted Ans:    Frank Whaley
Predicted Path:   Women in Trouble --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[directed_by]--> Frank Whaley
Path (Raw):       Women in Trouble --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[directed_by]--> Frank Whaley
Neg LogProb(↓):   0.798426
Path Entropy(↓):  1.190009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in two lovers
Start Entity:     Two Lovers
Gold Answer:      [['Joaquin Phoenix']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Two Lovers --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Two Lovers --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.174360
Path Entropy(↓):  0.652047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did mike white star in
Start Entity:     Mike White
Gold Answer:      [['The Good Girl']]
Predicted Ans:    The Good Girl
Predicted Path:   Mike White --[(INV) starred_actors]--> The Good Girl --[starred_actors]--> Mike White --[(INV) starred_actors]--> The Good Girl
Path (Raw):       Mike White --[(INV) starred_actors]--> The Good Girl --[starred_actors]--> Mike White --[(INV) starred_actors]--> The Good Girl
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the expendables 3 were directed by who
Start Entity:     The Expendables 3
Gold Answer:      [['George P. Cosmatos', 'Gary Fleder', 'Simon West', 'Renny Harlin', 'Sylvester Stallone', 'Menahem Golan', 'Ted Kotcheff', 'Bob Clark', 'John G. Avildsen']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   The Expendables 3 --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Path (Raw):       The Expendables 3 --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Neg LogProb(↓):   0.353340
Path Entropy(↓):  0.970544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of side effects
Start Entity:     Side Effects
Gold Answer:      [['Matt Damon', 'Gwyneth Paltrow']]
Predicted Ans:    Matt Damon
Predicted Path:   Side Effects --[written_by]--> Scott Z. Burns --[(INV) written_by]--> The Informant! --[starred_actors]--> Matt Damon
Path (Raw):       Side Effects --[written_by]--> Scott Z. Burns --[(INV) written_by]--> The Informant! --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.155793
Path Entropy(↓):  0.510316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of don mancini written movies
Start Entity:     Don Mancini
Gold Answer:      [['1988', '1998', '1990', '2004', '2013']]
Predicted Ans:    1988
Predicted Path:   Don Mancini --[(INV) written_by]--> Child's Play --[release_year]--> 1988
Path (Raw):       Don Mancini --[No Operation]--> Don Mancini --[(INV) written_by]--> Child's Play --[release_year]--> 1988
Neg LogProb(↓):   0.164962
Path Entropy(↓):  0.588616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe friday the 13th part iii in a few words
Start Entity:     Friday the 13th Part III
Gold Answer:      [['horror', 'franchise', 'jason']]
Predicted Ans:    jason
Predicted Path:   Friday the 13th Part III --[has_tags]--> jason --[(INV) has_tags]--> Friday the 13th Part 2 --[has_tags]--> jason
Path (Raw):       Friday the 13th Part III --[has_tags]--> jason --[(INV) has_tags]--> Friday the 13th Part 2 --[has_tags]--> jason
Neg LogProb(↓):   0.000076
Path Entropy(↓):  0.000844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by craig mazin were in which genres
Start Entity:     Craig Mazin
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Craig Mazin --[(INV) directed_by]--> Superhero Movie --[has_genre]--> Comedy
Path (Raw):       Craig Mazin --[No Operation]--> Craig Mazin --[(INV) directed_by]--> Superhero Movie --[has_genre]--> Comedy
Neg LogProb(↓):   0.014279
Path Entropy(↓):  0.074460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor douglas henshall appeared in the same movie with who
Start Entity:     Douglas Henshall
Gold Answer:      [['Gary Lewis', 'Rosemarie Stevenson']]
Predicted Ans:    Gary Lewis
Predicted Path:   Douglas Henshall --[(INV) starred_actors]--> Orphans --[starred_actors]--> Gary Lewis
Path (Raw):       Douglas Henshall --[No Operation]--> Douglas Henshall --[(INV) starred_actors]--> Orphans --[starred_actors]--> Gary Lewis
Neg LogProb(↓):   0.139340
Path Entropy(↓):  0.468820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the ambushers
Start Entity:     The Ambushers
Gold Answer:      [['The Violent Men', 'The Wrecking Crew', 'The Silencers', 'The Big Country']]
Predicted Ans:    The Wrecking Crew
Predicted Path:   The Ambushers --[written_by]--> Donald Hamilton --[(INV) written_by]--> The Wrecking Crew
Path (Raw):       The Ambushers --[No Operation]--> The Ambushers --[written_by]--> Donald Hamilton --[(INV) written_by]--> The Wrecking Crew
Neg LogProb(↓):   0.748367
Path Entropy(↓):  1.325585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter katherine leslie moore co - wrote movies with who
Start Entity:     Katherine Leslie Moore
Gold Answer:      [['Dennis Potter', 'Jo Swerling']]
Predicted Ans:    Dennis Potter
Predicted Path:   Katherine Leslie Moore --[(INV) written_by]--> Pennies from Heaven --[written_by]--> Dennis Potter
Path (Raw):       Katherine Leslie Moore --[No Operation]--> Katherine Leslie Moore --[(INV) written_by]--> Pennies from Heaven --[written_by]--> Dennis Potter
Neg LogProb(↓):   0.677346
Path Entropy(↓):  0.720298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film goldeneye are written by who
Start Entity:     GoldenEye
Gold Answer:      [['Bruce Feirstein', 'Andrew Davies', 'John le Carré', 'Daniel Defoe', 'Brett Leonard', 'Frederick Forsyth', 'Oren Moverman', 'John Bingham', 'Ira Sachs', 'Shana Feste', 'Bart Baker', 'John Masters', 'John Boorman', 'Gimel Everett', 'Aline Brosh McKenna', 'Robert Harling', 'Jacques Perrin', 'Jacques Cluzaud', 'Catherine Johnson', 'Neal Purvis', 'Richard Durham', 'Muhammad Ali', 'Richard Shepard', 'Robert Wade', 'Herbert Muhammad', 'Allison Pearson', 'John McTiernan', 'Stephen King', 'Karl Gajdusek', 'Michael Finch', 'David Von Ancken', 'Abby Everett Jaques', 'Bill Granger', 'Jonathan Gems', 'Nick Hornby', 'Luis Buñuel']]
Predicted Ans:    Peter Howitt
Predicted Path:   GoldenEye --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Laws of Attraction --[directed_by]--> Peter Howitt
Path (Raw):       GoldenEye --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Laws of Attraction --[directed_by]--> Peter Howitt
Neg LogProb(↓):   1.498161
Path Entropy(↓):  1.815406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described by iraq war
Start Entity:     iraq war
Gold Answer:      [['Taking Chance', 'In the Valley of Elah', 'The Hurt Locker', 'Heavy Metal in Baghdad', 'Body of War']]
Predicted Ans:    Heavy Metal in Baghdad
Predicted Path:   iraq war --[(INV) has_tags]--> Heavy Metal in Baghdad --[has_tags]--> iraq war --[(INV) has_tags]--> Heavy Metal in Baghdad
Path (Raw):       iraq war --[(INV) has_tags]--> Heavy Metal in Baghdad --[has_tags]--> iraq war --[(INV) has_tags]--> Heavy Metal in Baghdad
Neg LogProb(↓):   0.003672
Path Entropy(↓):  0.027729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of blue jasmine
Start Entity:     Blue Jasmine
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Blue Jasmine --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Path (Raw):       Blue Jasmine --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   1.276809
Path Entropy(↓):  2.452897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of wanda sykes acted films
Start Entity:     Wanda Sykes
Gold Answer:      [['Karey Kirkpatrick', 'Tim Johnson', 'Robert Luketic']]
Predicted Ans:    Tim Johnson
Predicted Path:   Wanda Sykes --[(INV) starred_actors]--> Over the Hedge --[directed_by]--> Tim Johnson
Path (Raw):       Wanda Sykes --[No Operation]--> Wanda Sykes --[(INV) starred_actors]--> Over the Hedge --[directed_by]--> Tim Johnson
Neg LogProb(↓):   0.198221
Path Entropy(↓):  0.488504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by richard farnsworth were released in which years
Start Entity:     Richard Farnsworth
Gold Answer:      [['1982', '1990', '1980']]
Predicted Ans:    1990
Predicted Path:   Richard Farnsworth --[(INV) starred_actors]--> Misery --[release_year]--> 1990
Path (Raw):       Richard Farnsworth --[No Operation]--> Richard Farnsworth --[(INV) starred_actors]--> Misery --[release_year]--> 1990
Neg LogProb(↓):   0.002560
Path Entropy(↓):  0.019446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the thing called love also starred in which films
Start Entity:     The Thing Called Love
Gold Answer:      [['Explorers', 'A Night in the Life of Jimmy Reardon', 'Speed', 'Hope Floats', 'Forces of Nature', 'Gravity', 'The Proposal', 'Little Nikita', 'In Love and War', 'Two Weeks Notice', 'Murder by Numbers', 'Crash', 'The Blind Side', 'Miss Congeniality', 'Two If by Sea', 'While You Were Sleeping', 'Practical Magic', 'Super Mario Bros.', 'The Net', 'A Time to Kill', 'All About Steve', 'Dogfight', 'Love Potion No. 9', 'The New Daughter', '28 Days', 'The Heat', 'My Own Private Idaho', 'Infamous', 'The Lake House', 'Divine Secrets of the Ya-Ya Sisterhood', 'The Mosquito Coast', 'Wrestling Ernest Hemingway', 'Running on Empty', 'Premonition', 'This Is My Life']]
Predicted Ans:    In Love and War
Predicted Path:   The Thing Called Love --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> In Love and War
Path (Raw):       The Thing Called Love --[starred_actors]--> Sandra Bullock --[No Operation]--> Sandra Bullock --[(INV) starred_actors]--> In Love and War
Neg LogProb(↓):   0.999323
Path Entropy(↓):  2.054379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by lawrence konner released
Start Entity:     Lawrence Konner
Gold Answer:      [['2001', '1968', '1990', '2003']]
Predicted Ans:    1990
Predicted Path:   Lawrence Konner --[(INV) written_by]--> Desperate Hours --[release_year]--> 1990
Path (Raw):       Lawrence Konner --[No Operation]--> Lawrence Konner --[(INV) written_by]--> Desperate Hours --[release_year]--> 1990
Neg LogProb(↓):   0.085833
Path Entropy(↓):  0.289838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by banmei takahashi
Start Entity:     Banmei Takahashi
Gold Answer:      [['Yuki Uchida']]
Predicted Ans:    Yuki Uchida
Predicted Path:   Banmei Takahashi --[(INV) directed_by]--> Zen --[starred_actors]--> Yuki Uchida
Path (Raw):       Banmei Takahashi --[No Operation]--> Banmei Takahashi --[(INV) directed_by]--> Zen --[starred_actors]--> Yuki Uchida
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by raymond massey
Start Entity:     Raymond Massey
Gold Answer:      [['1934', '2000', '1949', '1944', '1950', '1942', '1940', '1982', '1936', '1947', '1979', '1937', '1955', '1952', '1931', '1943']]
Predicted Ans:    1940
Predicted Path:   Raymond Massey --[(INV) starred_actors]--> Santa Fe Trail --[release_year]--> 1940
Path (Raw):       Raymond Massey --[No Operation]--> Raymond Massey --[(INV) starred_actors]--> Santa Fe Trail --[release_year]--> 1940
Neg LogProb(↓):   1.305254
Path Entropy(↓):  2.146378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the con starred who
Start Entity:     The Con
Gold Answer:      [['Christian Slater', 'David Morrissey', 'Fred MacMurray', 'Joan Crawford', 'William H. Macy', 'Selma Blair', 'Edward Kerr', 'Michael Sheen', 'Meg Ryan', 'Don Rickles', 'Keke Palmer', 'Kim Cattrall', 'Billy Crudup', 'Colm Feore', 'Christopher Reeve', 'Ned Beatty', 'Robert Loggia']]
Predicted Ans:    William H. Macy
Predicted Path:   The Con --[written_by]--> William H. Macy --[(INV) written_by]--> The Con --[starred_actors]--> William H. Macy
Path (Raw):       The Con --[written_by]--> William H. Macy --[(INV) written_by]--> The Con --[starred_actors]--> William H. Macy
Neg LogProb(↓):   1.081857
Path Entropy(↓):  0.931302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by bill bennett
Start Entity:     Bill Bennett
Gold Answer:      [["Frances O'Connor", 'Sandra Bullock', 'Denis Leary']]
Predicted Ans:    Frances O'Connor
Predicted Path:   Bill Bennett --[(INV) directed_by]--> Kiss or Kill --[starred_actors]--> Frances O'Connor
Path (Raw):       Bill Bennett --[No Operation]--> Bill Bennett --[(INV) directed_by]--> Kiss or Kill --[starred_actors]--> Frances O'Connor
Neg LogProb(↓):   0.002124
Path Entropy(↓):  0.015178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by kareena kapoor
Start Entity:     Kareena Kapoor
Gold Answer:      [['English', 'Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots --[in_language]--> Hindi
Path (Raw):       Kareena Kapoor --[No Operation]--> Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots --[in_language]--> Hindi
Neg LogProb(↓):   0.000359
Path Entropy(↓):  0.003569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the craft released
Start Entity:     The Craft
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   The Craft --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       The Craft --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.156007
Path Entropy(↓):  4.006417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by brandon beckner
Start Entity:     Brandon Beckner
Gold Answer:      [['Tom Arnold']]
Predicted Ans:    Tom Arnold
Predicted Path:   Brandon Beckner --[(INV) directed_by]--> Remarkable Power --[starred_actors]--> Tom Arnold
Path (Raw):       Brandon Beckner --[No Operation]--> Brandon Beckner --[(INV) directed_by]--> Remarkable Power --[starred_actors]--> Tom Arnold
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does at any price fall under
Start Entity:     At Any Price
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   At Any Price --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       At Any Price --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.356300
Path Entropy(↓):  4.593133
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed road house
Start Entity:     Road House
Gold Answer:      [['David Divine', 'Theodore Bonnet', 'Edith R. Sommer', 'John H. Secondari', 'Merle Miller', 'Louis Bromfield', 'Agnes Newton Keith', 'Zachary Gold', 'John Huston', 'Phoebe Ephron', 'Irma von Cube', 'Henry Ephron', 'I.A.R. Wylie', 'James Cameron', 'Clifford Odets', 'Allen Vincent', 'John Patrick', 'Rowdy Herrington', 'Frank Gruber', 'Dwight Taylor', 'Ivan Moffat', 'Nunnally Johnson', 'Jean Webster', 'Eric Ambler', 'Marty Kaplan', 'Katherine Albert', 'Fannie Hurst', 'Howard Koch', 'Dale Eunson', 'W.R. Burnett', 'Mann Rubin', 'Rona Jaffe']]
Predicted Ans:    Eric Ambler
Predicted Path:   Road House --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> The Mask of Dimitrios --[written_by]--> Eric Ambler
Path (Raw):       Road House --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> The Mask of Dimitrios --[written_by]--> Eric Ambler
Neg LogProb(↓):   1.122212
Path Entropy(↓):  2.432217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the class fall under
Start Entity:     The Class
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Class --[written_by]--> Laurent Cantet --[(INV) written_by]--> Time Out --[has_genre]--> Drama
Path (Raw):       The Class --[written_by]--> Laurent Cantet --[(INV) written_by]--> Time Out --[has_genre]--> Drama
Neg LogProb(↓):   0.153991
Path Entropy(↓):  0.472739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by david roach were in which genres
Start Entity:     David Roach
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   David Roach --[(INV) directed_by]--> Red Obsession --[has_genre]--> Documentary
Path (Raw):       David Roach --[No Operation]--> David Roach --[(INV) directed_by]--> Red Obsession --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with georgia pritchett
Start Entity:     Georgia Pritchett
Gold Answer:      [['Kim Fuller']]
Predicted Ans:    Kim Fuller
Predicted Path:   Georgia Pritchett --[(INV) written_by]--> High Heels and Low Lifes --[written_by]--> Kim Fuller
Path (Raw):       Georgia Pritchett --[No Operation]--> Georgia Pritchett --[(INV) written_by]--> High Heels and Low Lifes --[written_by]--> Kim Fuller
Neg LogProb(↓):   0.000192
Path Entropy(↓):  0.001832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by james lineberger
Start Entity:     James Lineberger
Gold Answer:      [['Harold Becker']]
Predicted Ans:    Harold Becker
Predicted Path:   James Lineberger --[(INV) written_by]--> Taps --[directed_by]--> Harold Becker
Path (Raw):       James Lineberger --[No Operation]--> James Lineberger --[(INV) written_by]--> Taps --[directed_by]--> Harold Becker
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by veer - zaara actors release
Start Entity:     Veer-Zaara
Gold Answer:      [['1998', '1978', '2001', '2008', '2003', '2005', '2010', '2004', '2006', '1994', '2002', '2011', '2007']]
Predicted Ans:    2005
Predicted Path:   Veer-Zaara --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Black --[release_year]--> 2005
Path (Raw):       Veer-Zaara --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Black --[release_year]--> 2005
Neg LogProb(↓):   0.682652
Path Entropy(↓):  1.809400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of stand by me starred who
Start Entity:     Stand by Me
Gold Answer:      [['Bruce Willis', 'Tom Cruise', 'Meg Ryan', 'Annette Bening', 'Jack Nicholson', 'John Cusack', 'James Woods', 'James Caan', 'Diane Keaton', 'Virginia Madsen', 'Jennifer Aniston', 'Alec Baldwin', 'Michelle Pfeiffer', 'Demi Moore', 'Martin Sheen', 'Anthony Edwards', 'Rebecca De Mornay', 'Madeline Carroll', 'Callan McAuliffe', 'Michael Douglas', 'Whoopi Goldberg', 'Shirley MacLaine', 'Daphne Zuniga', 'Kevin Costner', 'Mark Ruffalo', 'Kathy Bates', 'Billy Crystal', 'Michael J. Fox', 'Frances Sternhagen', 'Richard Farnsworth', 'Jason Alexander', 'Morgan Freeman', 'Elijah Wood', 'Kevin Bacon', 'Sterling Jerins']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Stand by Me --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Jennifer Aniston
Path (Raw):       Stand by Me --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   1.297614
Path Entropy(↓):  1.945583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film drumline were in which languages
Start Entity:     Drumline
Gold Answer:      [['Klingon']]
Predicted Ans:    ivan reitman
Predicted Path:   Drumline --[starred_actors]--> Orlando Jones --[(INV) starred_actors]--> Evolution --[has_tags]--> ivan reitman
Path (Raw):       Drumline --[starred_actors]--> Orlando Jones --[(INV) starred_actors]--> Evolution --[has_tags]--> ivan reitman
Neg LogProb(↓):   0.213058
Path Entropy(↓):  0.723688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of my favorite wife
Start Entity:     My Favorite Wife
Gold Answer:      [['Bing Crosby', 'Garry Shandling', 'Walter Slezak', 'Cary Grant', 'Gary Cooper', 'Annette Bening', 'Ginger Rogers', 'Katharine Hepburn', 'Maria Ouspenskaya', 'William Holden', 'Joanne Woodward', 'Warren Beatty', 'Ingrid Bergman', 'Robert Walker', 'Paul Newman', 'France Nuyen', 'Barry Fitzgerald', 'Charles Boyer', 'Merle Oberon', 'Irene Dunne', 'Clifton Webb', 'Deborah Kerr']]
Predicted Ans:    Cary Grant
Predicted Path:   My Favorite Wife --[written_by]--> Leo McCarey --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Path (Raw):       My Favorite Wife --[written_by]--> Leo McCarey --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.224918
Path Entropy(↓):  0.862251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the moment after
Start Entity:     The Moment After
Gold Answer:      [['Stephen Kendrick', 'Alex Kendrick']]
Predicted Ans:    Alex Kendrick
Predicted Path:   The Moment After --[starred_actors]--> Kevin Downes --[(INV) starred_actors]--> Courageous --[written_by]--> Alex Kendrick
Path (Raw):       The Moment After --[starred_actors]--> Kevin Downes --[(INV) starred_actors]--> Courageous --[written_by]--> Alex Kendrick
Neg LogProb(↓):   0.358343
Path Entropy(↓):  0.694758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by ryan slater
Start Entity:     Ryan Slater
Gold Answer:      [['Family', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Ryan Slater --[(INV) starred_actors]--> The Amazing Panda Adventure --[has_genre]--> Adventure
Path (Raw):       Ryan Slater --[No Operation]--> Ryan Slater --[(INV) starred_actors]--> The Amazing Panda Adventure --[has_genre]--> Adventure
Neg LogProb(↓):   0.016811
Path Entropy(↓):  0.084783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the blood of the vampire director
Start Entity:     Blood of the Vampire
Gold Answer:      [['Comedy']]
Predicted Ans:    Horror
Predicted Path:   Blood of the Vampire --[directed_by]--> Henry Cass --[(INV) directed_by]--> Blood of the Vampire --[has_genre]--> Horror
Path (Raw):       Blood of the Vampire --[directed_by]--> Henry Cass --[(INV) directed_by]--> Blood of the Vampire --[has_genre]--> Horror
Neg LogProb(↓):   0.429556
Path Entropy(↓):  0.646957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was cathryn harrison an actor in
Start Entity:     Cathryn Harrison
Gold Answer:      [['Black Moon']]
Predicted Ans:    Black Moon
Predicted Path:   Cathryn Harrison --[(INV) starred_actors]--> Black Moon --[starred_actors]--> Alexandra Stewart --[(INV) starred_actors]--> Black Moon
Path (Raw):       Cathryn Harrison --[(INV) starred_actors]--> Black Moon --[starred_actors]--> Alexandra Stewart --[(INV) starred_actors]--> Black Moon
Neg LogProb(↓):   0.090714
Path Entropy(↓):  0.364182
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with brian mcnamara
Start Entity:     Brian McNamara
Gold Answer:      [['Teri Polo', 'Ethan Hawke']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Brian McNamara --[(INV) starred_actors]--> Mystery Date --[starred_actors]--> Ethan Hawke
Path (Raw):       Brian McNamara --[No Operation]--> Brian McNamara --[(INV) starred_actors]--> Mystery Date --[starred_actors]--> Ethan Hawke
Neg LogProb(↓):   0.035903
Path Entropy(↓):  0.153067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is shakespeare in love
Start Entity:     Shakespeare in Love
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Shakespeare in Love --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Shakespeare in Love --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.685667
Path Entropy(↓):  5.190660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did william witney direct
Start Entity:     William Witney
Gold Answer:      [['Adventures of Captain Marvel', '40 Guns to Apache Pass']]
Predicted Ans:    Adventures of Captain Marvel
Predicted Path:   William Witney --[(INV) directed_by]--> Adventures of Captain Marvel --[directed_by]--> William Witney --[(INV) directed_by]--> Adventures of Captain Marvel
Path (Raw):       William Witney --[(INV) directed_by]--> Adventures of Captain Marvel --[directed_by]--> William Witney --[(INV) directed_by]--> Adventures of Captain Marvel
Neg LogProb(↓):   0.148224
Path Entropy(↓):  0.541951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by dane clark
Start Entity:     Dane Clark
Gold Answer:      [['Vincent Sherman', 'Frank Borzage', 'Curtis Bernhardt']]
Predicted Ans:    Vincent Sherman
Predicted Path:   Dane Clark --[(INV) starred_actors]--> Backfire --[directed_by]--> Vincent Sherman
Path (Raw):       Dane Clark --[No Operation]--> Dane Clark --[(INV) starred_actors]--> Backfire --[directed_by]--> Vincent Sherman
Neg LogProb(↓):   0.000503
Path Entropy(↓):  0.004801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the unborn
Start Entity:     The Unborn
Gold Answer:      [['2003', '1993', '2006', '2009', '2010', '1973', '1994', '2014', '1995', '2001', '1990', '1989', '1926', '2012', '2011', '2013', '2000', '1997', '2005', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   The Unborn --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Path (Raw):       The Unborn --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Neg LogProb(↓):   0.631455
Path Entropy(↓):  1.248705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is nine lives
Start Entity:     Nine Lives
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nine Lives --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Nine Lives --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.324633
Path Entropy(↓):  4.754095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the mighty quinn were released in which years
Start Entity:     The Mighty Quinn
Gold Answer:      [['1982', '1999']]
Predicted Ans:    1999
Predicted Path:   The Mighty Quinn --[written_by]--> Hampton Fancher --[(INV) written_by]--> The Minus Man --[release_year]--> 1999
Path (Raw):       The Mighty Quinn --[written_by]--> Hampton Fancher --[(INV) written_by]--> The Minus Man --[release_year]--> 1999
Neg LogProb(↓):   0.334528
Path Entropy(↓):  0.795713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of a haunted house also wrote which films
Start Entity:     A Haunted House
Gold Answer:      [['Scary Movie 3', "Don't Be a Menace to South Central While Drinking Your Juice in the Hood", 'Scary Movie', 'White Chicks', 'A Haunted House 2']]
Predicted Ans:    Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Predicted Path:   A Haunted House --[written_by]--> Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Path (Raw):       A Haunted House --[written_by]--> Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[No Operation]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Neg LogProb(↓):   0.018419
Path Entropy(↓):  0.115357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of pin also starred in which films
Start Entity:     Pin
Gold Answer:      [['The Stepfather', 'Ice Men', 'Stepfather II', 'Nothing', 'Treed Murray', "A Dog's Breakfast"]]
Predicted Ans:    The Stepfather
Predicted Path:   Pin --[starred_actors]--> Terry O'Quinn --[(INV) starred_actors]--> The Stepfather
Path (Raw):       Pin --[starred_actors]--> Terry O'Quinn --[No Operation]--> Terry O'Quinn --[(INV) starred_actors]--> The Stepfather
Neg LogProb(↓):   0.663168
Path Entropy(↓):  0.742855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of black nativity
Start Entity:     Black Nativity
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Black Nativity --[written_by]--> Kasi Lemmons --[(INV) written_by]--> Eve's Bayou --[has_genre]--> Drama
Path (Raw):       Black Nativity --[written_by]--> Kasi Lemmons --[(INV) written_by]--> Eve's Bayou --[has_genre]--> Drama
Neg LogProb(↓):   0.226351
Path Entropy(↓):  0.579622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of barry brenner acted films
Start Entity:     Barry Brenner
Gold Answer:      [['Peter George']]
Predicted Ans:    Peter George
Predicted Path:   Barry Brenner --[(INV) starred_actors]--> Surf Nazis Must Die --[directed_by]--> Peter George
Path (Raw):       Barry Brenner --[No Operation]--> Barry Brenner --[(INV) starred_actors]--> Surf Nazis Must Die --[directed_by]--> Peter George
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by tom stern
Start Entity:     Tom Stern
Gold Answer:      [['Alex Winter', 'Tim Burns']]
Predicted Ans:    Alex Winter
Predicted Path:   Tom Stern --[(INV) directed_by]--> Freaked --[written_by]--> Alex Winter
Path (Raw):       Tom Stern --[No Operation]--> Tom Stern --[(INV) directed_by]--> Freaked --[written_by]--> Alex Winter
Neg LogProb(↓):   0.023786
Path Entropy(↓):  0.121412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of mondo cane
Start Entity:     Mondo cane
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Mondo cane --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Goodbye Uncle Tom --[in_language]--> Italian
Path (Raw):       Mondo cane --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Goodbye Uncle Tom --[in_language]--> Italian
Neg LogProb(↓):   0.103209
Path Entropy(↓):  0.328179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie i am legend
Start Entity:     I Am Legend
Gold Answer:      [['1983', '1995', '1998', '2000', '1997', '2001', '2008', '2003', '2005', '1993', '2004', '1996', '2006', '1999', '2002', '2015', '2012', '2013']]
Predicted Ans:    1997
Predicted Path:   I Am Legend --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[release_year]--> 1997
Path (Raw):       I Am Legend --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[release_year]--> 1997
Neg LogProb(↓):   0.676093
Path Entropy(↓):  1.847165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in young cassidy
Start Entity:     Young Cassidy
Gold Answer:      [['Edward Bernds', 'Ronald Neame', 'John Schlesinger', 'Barry Shear', 'Dustin Hoffman', 'Dick Maas', 'François Truffaut', 'Stuart Burge', 'David Lean', 'Sarah Polley', 'Richard Quine', 'Nicolas Roeg', 'Robert Altman', 'John Madden', 'Warren Beatty', 'Frank Tashlin', 'George Pal', 'Richard Loncraine', 'Emile Ardolino', 'Alan Rudolph', 'Johan Kling', 'Julian Fellowes', 'Simon Wells', 'Hal Ashby', 'Ernst Lubitsch', 'Stephan Elliott', 'Hugh Wilson', 'Donald Cammell', 'Jack Cardiff', 'Herbert Ross', 'Samuel Fuller', 'Joseph Losey', 'Buck Henry', 'Alfred Hitchcock', 'Peter Tewksbury', 'Richard Lester', 'George Seaton', 'Delbert Mann', 'Israel Horovitz', 'Ralph Levy', 'Oliver Parker', 'Jack Clayton', 'Orson Welles', 'Ralph Nelson', 'Mike Figgis', 'Alan J. Pakula', 'Burt Kennedy']]
Predicted Ans:    Orson Welles
Predicted Path:   Young Cassidy --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Path (Raw):       Young Cassidy --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.553436
Path Entropy(↓):  1.692169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed yankee doodle dandy
Start Entity:     Yankee Doodle Dandy
Gold Answer:      [['Abem Finkel', 'Carl Erickson', 'Rowland Leigh', 'Seton I. Miller', 'Alfred Lord Tennyson', 'Michael A. Musmanno', 'Michael Jacoby', 'Jan de Hartog', 'Harry R. Irving', 'Philip Dunne', 'Paul Wellman', 'Casey Robinson', 'Ernest Hemingway', 'John Wexley', 'Jack London', 'Joseph E. Davies', 'Warren Duff', 'Darryl F. Zanuck', 'Rafael Sabatini', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Claude Binyon', 'Allen C. Miller', 'William Bowers', 'Roy Chanslor', 'Ranald MacDougall', 'Maxwell Anderson', 'Norman Reilly Raine', 'Mark Twain', 'Lenore J. Coffee', 'Leo Townsend', 'Robert Rossen', 'Lillie Hayward', 'Paul Green', 'Lewis E. Lawes', 'Harry Harrison Kroll', 'Preston A. Whitmore II', 'Harold Robbins', 'Charlotte Armstrong', 'Richard Macaulay', 'Arthur T. Horman', 'Roland Gillett', 'Jack Moffitt', 'James M. Cain', 'Laird Doyle', 'Charles Hoffman', 'Mika Waltari', 'Tinto Brass', 'Robert Wilder', 'Robert Buckner', 'Fannie Hurst', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Charles Nordhoff', 'James Norman Hall', 'Albert Husson', 'Julius J. Epstein', 'Philip G. Epstein', 'Donald Henderson Clarke', 'Rowland Brown']]
Predicted Ans:    Casey Robinson
Predicted Path:   Yankee Doodle Dandy --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[written_by]--> Casey Robinson
Path (Raw):       Yankee Doodle Dandy --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[written_by]--> Casey Robinson
Neg LogProb(↓):   1.217468
Path Entropy(↓):  2.172402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by robert montgomery
Start Entity:     Robert Montgomery
Gold Answer:      [['Donna Reed', 'Thomas Gomez', 'James Cagney', 'Vaughn Taylor', 'Lloyd Nolan', 'Ward Costello', 'John Wayne', 'Tom Tully', 'Audrey Totter', 'Dennis Weaver']]
Predicted Ans:    John Wayne
Predicted Path:   Robert Montgomery --[(INV) directed_by]--> They Were Expendable --[starred_actors]--> John Wayne
Path (Raw):       Robert Montgomery --[No Operation]--> Robert Montgomery --[(INV) directed_by]--> They Were Expendable --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.100486
Path Entropy(↓):  0.424216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by marko matvere
Start Entity:     Marko Matvere
Gold Answer:      [['Asta Ots', 'Mati Põldre']]
Predicted Ans:    Asta Ots
Predicted Path:   Marko Matvere --[(INV) starred_actors]--> Georg --[written_by]--> Asta Ots
Path (Raw):       Marko Matvere --[No Operation]--> Marko Matvere --[(INV) starred_actors]--> Georg --[written_by]--> Asta Ots
Neg LogProb(↓):   0.058794
Path Entropy(↓):  0.218910
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of come blow your horn
Start Entity:     Come Blow Your Horn
Gold Answer:      [['Bud Yorkin']]
Predicted Ans:    Bud Yorkin
Predicted Path:   Come Blow Your Horn --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[directed_by]--> Bud Yorkin
Path (Raw):       Come Blow Your Horn --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[directed_by]--> Bud Yorkin
Neg LogProb(↓):   0.003488
Path Entropy(↓):  0.025115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film return of the seven
Start Entity:     Return of the Seven
Gold Answer:      [['J. Lee Thompson', 'Cecil B. DeMille', 'Max Nosseck', 'Ivan Reitman', 'Michael Crichton', 'John Milius', 'Bud Yorkin', 'Richard T. Heffron', 'Peter Fonda', 'Don Bluth', 'Anthony Quinn', 'William Friedkin', 'Walter Lang', 'Lee H. Katzin', 'Bernard Girard', 'Bernhard Wicki', 'Gary Goldman', 'Anatole Litvak', 'John Sturges', 'Richard Wilson', 'Tony Richardson', 'Norman Jewison', 'Terrence Malick', 'Richard Brooks', 'Monte Hellman', 'Sam Peckinpah', 'Joseph L. Mankiewicz']]
Predicted Ans:    Michael Crichton
Predicted Path:   Return of the Seven --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[directed_by]--> Michael Crichton
Path (Raw):       Return of the Seven --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[directed_by]--> Michael Crichton
Neg LogProb(↓):   0.266117
Path Entropy(↓):  0.925514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of performance
Start Entity:     Performance
Gold Answer:      [['Walkabout', 'The Witches', 'Insignificance', 'Castaway', 'Two Deaths', 'Eureka', 'White of the Eye', 'Demon Seed', 'Full Body Massage', "Don't Look Now", 'Track 29', 'Bad Timing', 'Samson and Delilah', 'The Man Who Fell to Earth']]
Predicted Ans:    Eureka
Predicted Path:   Performance --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Eureka
Path (Raw):       Performance --[No Operation]--> Performance --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Eureka
Neg LogProb(↓):   0.297721
Path Entropy(↓):  0.852619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the hunt for red october
Start Entity:     The Hunt for Red October
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   The Hunt for Red October --[written_by]--> Tom Clancy --[(INV) written_by]--> The Hunt for Red October --[has_genre]--> Thriller
Path (Raw):       The Hunt for Red October --[written_by]--> Tom Clancy --[(INV) written_by]--> The Hunt for Red October --[has_genre]--> Thriller
Neg LogProb(↓):   0.953437
Path Entropy(↓):  1.519036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by thomas ian griffith
Start Entity:     Thomas Ian Griffith
Gold Answer:      [['William Dear']]
Predicted Ans:    William Dear
Predicted Path:   Thomas Ian Griffith --[(INV) written_by]--> Mr. Troop Mom --[directed_by]--> William Dear
Path (Raw):       Thomas Ian Griffith --[No Operation]--> Thomas Ian Griffith --[(INV) written_by]--> Mr. Troop Mom --[directed_by]--> William Dear
Neg LogProb(↓):   0.000273
Path Entropy(↓):  0.002655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does odette annable star in
Start Entity:     Odette Annable
Gold Answer:      [['And Soon the Darkness']]
Predicted Ans:    And Soon the Darkness
Predicted Path:   Odette Annable --[(INV) starred_actors]--> And Soon the Darkness --[starred_actors]--> Sandor Elès --[(INV) starred_actors]--> And Soon the Darkness
Path (Raw):       Odette Annable --[(INV) starred_actors]--> And Soon the Darkness --[starred_actors]--> Sandor Elès --[(INV) starred_actors]--> And Soon the Darkness
Neg LogProb(↓):   0.349700
Path Entropy(↓):  0.825142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by ellen glasgow
Start Entity:     Ellen Glasgow
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Ellen Glasgow --[(INV) written_by]--> In This Our Life --[release_year]--> 1942
Path (Raw):       Ellen Glasgow --[No Operation]--> Ellen Glasgow --[(INV) written_by]--> In This Our Life --[release_year]--> 1942
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of kresten vestbjerg andersen written movies
Start Entity:     Kresten Vestbjerg Andersen
Gold Answer:      [['Philip Einstein Lipski', 'Thorbjørn Christoffersen']]
Predicted Ans:    Philip Einstein Lipski
Predicted Path:   Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian --[directed_by]--> Philip Einstein Lipski
Path (Raw):       Kresten Vestbjerg Andersen --[No Operation]--> Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian --[directed_by]--> Philip Einstein Lipski
Neg LogProb(↓):   0.225114
Path Entropy(↓):  0.735158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the caine mutiny
Start Entity:     The Caine Mutiny
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Caine Mutiny --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       The Caine Mutiny --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.546443
Path Entropy(↓):  1.399014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by edward woods fall under
Start Entity:     Edward Woods
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Edward Woods --[(INV) starred_actors]--> The Public Enemy --[has_genre]--> Crime
Path (Raw):       Edward Woods --[No Operation]--> Edward Woods --[(INV) starred_actors]--> The Public Enemy --[has_genre]--> Crime
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by phil harris
Start Entity:     Phil Harris
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Phil Harris --[(INV) starred_actors]--> The Jungle Book --[has_genre]--> Family
Path (Raw):       Phil Harris --[No Operation]--> Phil Harris --[(INV) starred_actors]--> The Jungle Book --[has_genre]--> Family
Neg LogProb(↓):   0.016361
Path Entropy(↓):  0.082971
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did jerry stiller star in
Start Entity:     Jerry Stiller
Gold Answer:      [['Hot Pursuit', 'The Independent', 'The Ritz', 'Stag', 'The Heartbreak Kid']]
Predicted Ans:    The Independent
Predicted Path:   Jerry Stiller --[(INV) starred_actors]--> The Independent --[starred_actors]--> Max Perlich --[(INV) starred_actors]--> The Independent
Path (Raw):       Jerry Stiller --[(INV) starred_actors]--> The Independent --[starred_actors]--> Max Perlich --[(INV) starred_actors]--> The Independent
Neg LogProb(↓):   0.363108
Path Entropy(↓):  0.949036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with john milius
Start Entity:     John Milius
Gold Answer:      [['Max Nosseck', 'Marcus Nispel', 'Dan Bradley']]
Predicted Ans:    John Milius
Predicted Path:   John Milius --[(INV) directed_by]--> Conan the Barbarian --[directed_by]--> John Milius
Path (Raw):       John Milius --[No Operation]--> John Milius --[(INV) directed_by]--> Conan the Barbarian --[directed_by]--> John Milius
Neg LogProb(↓):   0.462698
Path Entropy(↓):  1.030597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in gorky park
Start Entity:     Gorky Park
Gold Answer:      [['David Saperstein', "Frank O'Rourke", 'Frank Galati', 'Jon Krakauer', 'Leonard Schrader', 'Manuel Puig', 'Aleksandr Gordon', 'Paddy Chayefsky', 'Farley Mowat', 'Ernest Hemingway', 'Pete Hamill', 'Dick Maas', 'Menahem Golan', 'Thomas Michael Donnelly', 'David France', 'Yves Boisset', 'Robert Dillon', 'Woody Allen', 'Dylan Mohan Gray', 'Sean Penn', 'Alex Proyas', 'Peter Greenaway', 'Andrei Tarkovsky', 'Harry Brown', 'Henry Bean', 'Jan Pinkava', 'Karen Croner', 'Julie Delpy', 'Anna Quindlen', 'Robert Aldrich', 'Burt Kennedy', 'John Hopkins', 'Scott Turow', 'Roy Chanslor', 'Eugene Corr', 'David S. Goyer', 'Steve Tesich', 'Lawrence Kasdan', 'Dorothy M. Johnson', 'Mark Medoff', 'Charles Martin Smith', 'Hesper Anderson', 'James Warner Bellah', 'John Penney', 'James L. Brooks', 'Ethan Canin', 'Paula Milne', 'Robert Harvey', 'Markus Schleinzer', 'Josh Olson', 'Brad Bird', 'Bruce A. Evans', 'Julie Gavras', 'Samuel Fuller', 'Sylvester Stallone', 'Vince Locke', 'Marco Martins', 'Anthony Veiller', 'Fred Cavayé', 'Anne Tyler', 'Zak Penn', 'Lem Dobbs', 'Frank Pierson', 'Donald E. Westlake', 'John Wagner', 'David Morrell', 'Walter Newman', 'Nora Ephron', 'Richard Brooks', 'Willis Goldbeck', 'Terrence Malick', 'Christina Luescher', 'Lewis Carroll', 'Larry Cohen', 'Alan J. Pakula', 'Josh Klausner']]
Predicted Ans:    Julie Gavras
Predicted Path:   Gorky Park --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers --[written_by]--> Julie Gavras
Path (Raw):       Gorky Park --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers --[written_by]--> Julie Gavras
Neg LogProb(↓):   0.777080
Path Entropy(↓):  2.008411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter james vance marshall
Start Entity:     James Vance Marshall
Gold Answer:      [['Luc Roeg', 'Jenny Agutter', 'David Gulpilil', 'Randolph Scott']]
Predicted Ans:    Jenny Agutter
Predicted Path:   James Vance Marshall --[(INV) written_by]--> Walkabout --[starred_actors]--> Jenny Agutter
Path (Raw):       James Vance Marshall --[No Operation]--> James Vance Marshall --[(INV) written_by]--> Walkabout --[starred_actors]--> Jenny Agutter
Neg LogProb(↓):   0.438224
Path Entropy(↓):  0.680377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of hostel is also the director of which films
Start Entity:     Hostel
Gold Answer:      [['Cabin Fever', 'Inglourious Basterds']]
Predicted Ans:    Inglourious Basterds
Predicted Path:   Hostel --[directed_by]--> Eli Roth --[(INV) directed_by]--> Inglourious Basterds
Path (Raw):       Hostel --[directed_by]--> Eli Roth --[(INV) directed_by]--> Inglourious Basterds --[No Operation]--> Inglourious Basterds
Neg LogProb(↓):   0.167667
Path Entropy(↓):  0.459037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the killing fields director
Start Entity:     The Killing Fields
Gold Answer:      [['Dominique Lapierre', 'Robert Bolt', 'Mark Medoff', 'Bruce Robinson', 'Wim Wenders', 'Joseph Tura', 'Roland Joffé', 'Tom Stoppard', 'Ron Peer', 'Larry Cohen', 'Nathaniel Hawthorne']]
Predicted Ans:    Wim Wenders
Predicted Path:   The Killing Fields --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[written_by]--> Wim Wenders
Path (Raw):       The Killing Fields --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.290361
Path Entropy(↓):  0.927154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with nate parker
Start Entity:     Nate Parker
Gold Answer:      [['Denzel Whitaker', 'Minnie Driver', 'Denzel Washington']]
Predicted Ans:    Denzel Washington
Predicted Path:   Nate Parker --[(INV) starred_actors]--> The Great Debaters --[starred_actors]--> Denzel Washington
Path (Raw):       Nate Parker --[No Operation]--> Nate Parker --[(INV) starred_actors]--> The Great Debaters --[starred_actors]--> Denzel Washington
Neg LogProb(↓):   0.004497
Path Entropy(↓):  0.029258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with stephen gevedon
Start Entity:     Stephen Gevedon
Gold Answer:      [['Paul Guilfoyle', 'Josh Lucas', 'David Caruso']]
Predicted Ans:    Josh Lucas
Predicted Path:   Stephen Gevedon --[(INV) starred_actors]--> Session 9 --[starred_actors]--> Josh Lucas
Path (Raw):       Stephen Gevedon --[No Operation]--> Stephen Gevedon --[(INV) starred_actors]--> Session 9 --[starred_actors]--> Josh Lucas
Neg LogProb(↓):   0.153097
Path Entropy(↓):  0.432264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by don delillo fall under
Start Entity:     Don DeLillo
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Don DeLillo --[(INV) written_by]--> Cosmopolis --[has_genre]--> Drama
Path (Raw):       Don DeLillo --[No Operation]--> Don DeLillo --[(INV) written_by]--> Cosmopolis --[has_genre]--> Drama
Neg LogProb(↓):   0.782435
Path Entropy(↓):  0.922928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in octopussy
Start Entity:     Octopussy
Gold Answer:      [['Richard Maibaum', 'Bryan Forbes', 'James Leasor', 'Anthony Armstrong', 'Tom Mankiewicz', 'William Ludwig', 'Sidney Sheldon', 'Christopher Wood', 'Basil Dearden', 'Thomas Arslan', 'Marjorie Lawrence', 'Sonya Levien', 'Frank Dux', 'Michael G. Wilson', 'Wilbur Smith', 'Daniel Carney']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   Octopussy --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Path (Raw):       Octopussy --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.230540
Path Entropy(↓):  0.762314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in world war z
Start Entity:     World War Z
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   World War Z --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Legends of the Fall --[has_genre]--> Drama
Path (Raw):       World War Z --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Legends of the Fall --[has_genre]--> Drama
Neg LogProb(↓):   0.026989
Path Entropy(↓):  0.144915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of million dollar legs
Start Entity:     Million Dollar Legs
Gold Answer:      [['William A. Seiter', 'Cecil B. DeMille', 'Tim Burton', 'Ernst Lubitsch', 'Stephen Roberts', 'Phillip Noyce', 'Norman Taurog', 'John M. Stahl', 'W.S. Van Dyke', 'Eduardo Mignogna', 'James Cruze', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'H. Bruce Humberstone']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Million Dollar Legs --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Million Dollar Legs --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.463729
Path Entropy(↓):  1.811801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor peter baldwin appeared in the same movie with who
Start Entity:     Peter Baldwin
Gold Answer:      [['Barbara Steele']]
Predicted Ans:    Barbara Steele
Predicted Path:   Peter Baldwin --[(INV) starred_actors]--> The Ghost --[starred_actors]--> Barbara Steele
Path (Raw):       Peter Baldwin --[No Operation]--> Peter Baldwin --[(INV) starred_actors]--> The Ghost --[starred_actors]--> Barbara Steele
Neg LogProb(↓):   0.000334
Path Entropy(↓):  0.003190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by mel welles
Start Entity:     Mel Welles
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mel Welles --[(INV) directed_by]--> The Little Shop of Horrors --[has_genre]--> Comedy
Path (Raw):       Mel Welles --[No Operation]--> Mel Welles --[(INV) directed_by]--> The Little Shop of Horrors --[has_genre]--> Comedy
Neg LogProb(↓):   0.053404
Path Entropy(↓):  0.204371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by carlo mazzacurati
Start Entity:     Carlo Mazzacurati
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Carlo Mazzacurati --[(INV) directed_by]--> Vesna va veloce --[in_language]--> Italian
Path (Raw):       Carlo Mazzacurati --[No Operation]--> Carlo Mazzacurati --[(INV) directed_by]--> Vesna va veloce --[in_language]--> Italian
Neg LogProb(↓):   0.009359
Path Entropy(↓):  0.052933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by francine berge
Start Entity:     Francine Bergé
Gold Answer:      [['Louis Feuillade', 'Arthur Bernède']]
Predicted Ans:    Arthur Bernède
Predicted Path:   Francine Bergé --[(INV) starred_actors]--> Judex --[written_by]--> Arthur Bernède
Path (Raw):       Francine Bergé --[No Operation]--> Francine Bergé --[(INV) starred_actors]--> Judex --[written_by]--> Arthur Bernède
Neg LogProb(↓):   0.696689
Path Entropy(↓):  0.716636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with godzilla vs. the sea monster fall under
Start Entity:     Godzilla vs. the Sea Monster
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Godzilla vs. the Sea Monster --[directed_by]--> Jun Fukuda --[(INV) directed_by]--> Son of Godzilla --[has_genre]--> Adventure
Path (Raw):       Godzilla vs. the Sea Monster --[directed_by]--> Jun Fukuda --[(INV) directed_by]--> Son of Godzilla --[has_genre]--> Adventure
Neg LogProb(↓):   0.004815
Path Entropy(↓):  0.031141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of a few good men
Start Entity:     A Few Good Men
Gold Answer:      [['Drama', 'Thriller', 'Sport', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   A Few Good Men --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Malice --[has_genre]--> Thriller
Path (Raw):       A Few Good Men --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Malice --[has_genre]--> Thriller
Neg LogProb(↓):   0.289036
Path Entropy(↓):  0.802794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in frances
Start Entity:     Frances
Gold Answer:      [['Music', 'Sport', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Frances --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> Big Fish --[has_genre]--> Drama
Path (Raw):       Frances --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> Big Fish --[has_genre]--> Drama
Neg LogProb(↓):   0.996879
Path Entropy(↓):  1.540622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the lost missile
Start Entity:     The Lost Missile
Gold Answer:      [['Richard Schenkman', 'Richard Fleischer']]
Predicted Ans:    Richard Schenkman
Predicted Path:   The Lost Missile --[written_by]--> Jerome Bixby --[(INV) written_by]--> The Man from Earth --[directed_by]--> Richard Schenkman
Path (Raw):       The Lost Missile --[written_by]--> Jerome Bixby --[(INV) written_by]--> The Man from Earth --[directed_by]--> Richard Schenkman
Neg LogProb(↓):   0.077568
Path Entropy(↓):  0.273314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed china seas
Start Entity:     China Seas
Gold Answer:      [['Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   China Seas --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Postman Always Rings Twice --[has_genre]--> Drama
Path (Raw):       China Seas --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Postman Always Rings Twice --[has_genre]--> Drama
Neg LogProb(↓):   0.012656
Path Entropy(↓):  0.071766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of maurice
Start Entity:     Maurice
Gold Answer:      [['Kris Kristofferson', 'Barbara Hershey', 'Madeleine Potter', 'Blake Lively', 'Bernadette Peters', 'Emma Thompson', 'Taylor Kitsch', 'Chris Sarandon', 'Leelee Sobieski', 'Anthony Hopkins', 'Raquel Welch', 'Christopher Reeve', 'Mary Beth Hurt', 'James Coco']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Maurice --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Path (Raw):       Maurice --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.131322
Path Entropy(↓):  0.378159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the girl in a swing was written by who
Start Entity:     The Girl in a Swing
Gold Answer:      [['Gordon Hessler', 'Richard Adams']]
Predicted Ans:    Richard Adams
Predicted Path:   The Girl in a Swing --[written_by]--> Richard Adams --[(INV) written_by]--> Watership Down --[written_by]--> Richard Adams
Path (Raw):       The Girl in a Swing --[written_by]--> Richard Adams --[(INV) written_by]--> Watership Down --[written_by]--> Richard Adams
Neg LogProb(↓):   0.259506
Path Entropy(↓):  0.734289
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of friday the 13th
Start Entity:     Friday the 13th
Gold Answer:      [['Queen Bee', 'The Last Angry Man']]
Predicted Ans:    Queen Bee
Predicted Path:   Friday the 13th --[starred_actors]--> Betsy Palmer --[(INV) starred_actors]--> Queen Bee
Path (Raw):       Friday the 13th --[starred_actors]--> Betsy Palmer --[No Operation]--> Betsy Palmer --[(INV) starred_actors]--> Queen Bee
Neg LogProb(↓):   0.162218
Path Entropy(↓):  0.715763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie inside
Start Entity:     Inside
Gold Answer:      [['Thomas Berger', 'David Newman', 'Steve Tesich', 'Arthur Penn', 'Venable Herndon', 'Arlo Guthrie', 'Kelly Reichardt', 'Gore Vidal', 'Robert Benton', 'Leslie Stevens', 'Jonathan Raymond', 'Julien Maury', 'William Gibson', 'Alexandre Bustillo']]
Predicted Ans:    Alexandre Bustillo
Predicted Path:   Inside --[directed_by]--> Alexandre Bustillo --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Path (Raw):       Inside --[directed_by]--> Alexandre Bustillo --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Neg LogProb(↓):   0.375932
Path Entropy(↓):  1.073296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in makoto shinkai written films
Start Entity:     Makoto Shinkai
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Makoto Shinkai --[(INV) starred_actors]--> Voices of a Distant Star --[in_language]--> Japanese
Path (Raw):       Makoto Shinkai --[No Operation]--> Makoto Shinkai --[(INV) starred_actors]--> Voices of a Distant Star --[in_language]--> Japanese
Neg LogProb(↓):   0.381551
Path Entropy(↓):  0.849237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by selma lagerlof
Start Entity:     Selma Lagerlöf
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[has_genre]--> Horror
Path (Raw):       Selma Lagerlöf --[No Operation]--> Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[has_genre]--> Horror
Neg LogProb(↓):   0.331365
Path Entropy(↓):  0.595350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in gallowwalkers
Start Entity:     Gallowwalkers
Gold Answer:      [['Tanit Phoenix', 'Wesley Snipes', 'Riley Smith', 'Kevin Howarth']]
Predicted Ans:    Riley Smith
Predicted Path:   Gallowwalkers --[starred_actors]--> Riley Smith --[(INV) starred_actors]--> Shirin in Love --[starred_actors]--> Riley Smith
Path (Raw):       Gallowwalkers --[starred_actors]--> Riley Smith --[(INV) starred_actors]--> Shirin in Love --[starred_actors]--> Riley Smith
Neg LogProb(↓):   0.446206
Path Entropy(↓):  0.828194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film loft
Start Entity:     Loft
Gold Answer:      [['Coline Serreau', 'Shunji Iwai', 'Hideo Nakata', 'David DeFalco', 'Tony Giglio']]
Predicted Ans:    Tony Giglio
Predicted Path:   Loft --[starred_actors]--> Miki Nakatani --[(INV) starred_actors]--> Chaos --[directed_by]--> Tony Giglio
Path (Raw):       Loft --[starred_actors]--> Miki Nakatani --[(INV) starred_actors]--> Chaos --[directed_by]--> Tony Giglio
Neg LogProb(↓):   0.152887
Path Entropy(↓):  0.454415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of jay presson allen
Start Entity:     Jay Presson Allen
Gold Answer:      [['Winston Graham', 'Muriel Spark', 'Graham Greene', 'Hugh Wheeler', 'Arnold Schulman', 'Ira Levin', 'William Golding']]
Predicted Ans:    Jay Presson Allen
Predicted Path:   Jay Presson Allen --[(INV) written_by]--> Funny Lady --[written_by]--> Jay Presson Allen
Path (Raw):       Jay Presson Allen --[No Operation]--> Jay Presson Allen --[(INV) written_by]--> Funny Lady --[written_by]--> Jay Presson Allen
Neg LogProb(↓):   0.131731
Path Entropy(↓):  0.465084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies directed by the behold a pale horse director release
Start Entity:     Behold a Pale Horse
Gold Answer:      [['2009', '1948', '1966', '1944', '1957', '1960', '1950', '2008', '1959', '1982', '1973', '1953', '1955', '1952', '1977']]
Predicted Ans:    1948
Predicted Path:   Behold a Pale Horse --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[release_year]--> 1948
Path (Raw):       Behold a Pale Horse --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[release_year]--> 1948
Neg LogProb(↓):   0.658370
Path Entropy(↓):  1.409024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in blonde ambition
Start Entity:     Blonde Ambition
Gold Answer:      [['Jessica Simpson', 'Luke Wilson']]
Predicted Ans:    Luke Wilson
Predicted Path:   Blonde Ambition --[starred_actors]--> Luke Wilson --[(INV) starred_actors]--> The Wendell Baker Story --[starred_actors]--> Luke Wilson
Path (Raw):       Blonde Ambition --[starred_actors]--> Luke Wilson --[(INV) starred_actors]--> The Wendell Baker Story --[starred_actors]--> Luke Wilson
Neg LogProb(↓):   0.094042
Path Entropy(↓):  0.311350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about matthew broderick
Start Entity:     matthew broderick
Gold Answer:      [['Godzilla', 'Ladyhawke', 'The Cable Guy', 'Election', 'Tower Heist', 'Torch Song Trilogy', 'The Producers', 'You Can Count on Me', 'WarGames', 'Deck the Halls', "Ferris Bueller's Day Off", 'The Stepford Wives', 'Infinity', 'Glory', 'Addicted to Love', 'The Lion King']]
Predicted Ans:    Infinity
Predicted Path:   matthew broderick --[(INV) has_tags]--> Infinity --[has_tags]--> matthew broderick --[(INV) has_tags]--> Infinity
Path (Raw):       matthew broderick --[(INV) has_tags]--> Infinity --[has_tags]--> matthew broderick --[(INV) has_tags]--> Infinity
Neg LogProb(↓):   0.826436
Path Entropy(↓):  1.585384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of wake in fright
Start Entity:     Wake in Fright
Gold Answer:      [['Telefon', 'Halloween', 'The Night of the Generals', 'Soldier Blue', 'The Wackiest Ship in the Army', 'Mr. Freedom', 'Warrior of the Lost World', 'The Black Windmill', 'Halloween II', 'THX 1138', 'Vampire in Venice', 'Will Penny', 'Fantastic Voyage', 'Circus of Horrors', 'Dracula']]
Predicted Ans:    Vampire in Venice
Predicted Path:   Wake in Fright --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice
Path (Raw):       Wake in Fright --[starred_actors]--> Donald Pleasence --[No Operation]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice
Neg LogProb(↓):   0.023044
Path Entropy(↓):  0.117802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jon hamm co - starred with who
Start Entity:     Jon Hamm
Gold Answer:      [['Danny Huston', 'Josh Lucas', 'Suraj Sharma', 'Larry David', 'Rhona Mitra', 'Philip Baker Hall', 'Bill Hader', 'Nicolas Cage', 'Madhur Mittal']]
Predicted Ans:    Philip Baker Hall
Predicted Path:   Jon Hamm --[(INV) starred_actors]--> Clear History --[starred_actors]--> Philip Baker Hall
Path (Raw):       Jon Hamm --[No Operation]--> Jon Hamm --[(INV) starred_actors]--> Clear History --[starred_actors]--> Philip Baker Hall
Neg LogProb(↓):   2.025041
Path Entropy(↓):  2.176044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of miranda
Start Entity:     Miranda
Gold Answer:      [['Henry Fonda', 'Robert Wagner', 'Raquel Welch', 'William Hartnell', 'Arletty', 'Jack Oakie', 'Christopher Atkins', 'Dana Andrews', 'Charlton Heston', 'Michèle Mercier', 'Robert Shaw', 'Dorothy McGuire', 'James MacArthur', 'Rod Steiger', 'George Eastman', 'Paul Anka', 'Raimund Harmstorf', 'Janet Munro', 'Robert Ryan', 'Joan Hopkins', 'Derek Farr', 'John Mills', 'Ursula Andress', 'Kristy McNichol', 'Loretta Young', 'Sylvia Kristel', 'Clark Gable', 'Beau Bridges', 'Cornel Wilde', 'Peter Lorre']]
Predicted Ans:    Charlton Heston
Predicted Path:   Miranda --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Call of the Wild --[starred_actors]--> Charlton Heston
Path (Raw):       Miranda --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Call of the Wild --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.282704
Path Entropy(↓):  1.003767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed street smart
Start Entity:     Street Smart
Gold Answer:      [['Meryl Streep', 'Henry Thomas', 'Alan Alda', 'Dyan Cannon', 'Samuel West', 'Barbara Harris', 'Demi Moore', 'Jon Cryer', 'Willie Nelson', 'Al Pacino', 'Rip Torn', 'Amy Irving', 'Christien Anholt', 'Kitty Winn', 'Jason Robards']]
Predicted Ans:    Henry Thomas
Predicted Path:   Street Smart --[directed_by]--> Jerry Schatzberg --[(INV) directed_by]--> Misunderstood --[starred_actors]--> Henry Thomas
Path (Raw):       Street Smart --[directed_by]--> Jerry Schatzberg --[(INV) directed_by]--> Misunderstood --[starred_actors]--> Henry Thomas
Neg LogProb(↓):   0.014775
Path Entropy(↓):  0.087646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ron leibman were directed by who
Start Entity:     Ron Leibman
Gold Answer:      [['Peter Yates', 'Carl Reiner', 'George Roy Hill', 'Gordon Parks', 'Martin Ritt']]
Predicted Ans:    Martin Ritt
Predicted Path:   Ron Leibman --[(INV) starred_actors]--> Norma Rae --[directed_by]--> Martin Ritt
Path (Raw):       Ron Leibman --[No Operation]--> Ron Leibman --[(INV) starred_actors]--> Norma Rae --[directed_by]--> Martin Ritt
Neg LogProb(↓):   0.098385
Path Entropy(↓):  0.407284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of arnaud larrieu written movies
Start Entity:     Arnaud Larrieu
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Arnaud Larrieu --[(INV) written_by]--> To Paint or Make Love --[release_year]--> 2005
Path (Raw):       Arnaud Larrieu --[No Operation]--> Arnaud Larrieu --[(INV) written_by]--> To Paint or Make Love --[release_year]--> 2005
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in blood on the sun
Start Entity:     Blood on the Sun
Gold Answer:      [['2003', '1959', '1936', '1941', '1984', '2007', '1939', '1933', '1957', '1973', '1947', '2014', '1932', '1956', '1931', '1948', '1942', '1940', '1938', '1981', '1961', '1955', '1934', '1949', '1950', '1960', '1937']]
Predicted Ans:    1939
Predicted Path:   Blood on the Sun --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties --[release_year]--> 1939
Path (Raw):       Blood on the Sun --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties --[release_year]--> 1939
Neg LogProb(↓):   0.673865
Path Entropy(↓):  1.606390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by keith actors release
Start Entity:     Keith
Gold Answer:      [['2006']]
Predicted Ans:    2008
Predicted Path:   Keith --[starred_actors]--> Jesse McCartney --[(INV) starred_actors]--> Keith --[release_year]--> 2008
Path (Raw):       Keith --[starred_actors]--> Jesse McCartney --[(INV) starred_actors]--> Keith --[release_year]--> 2008
Neg LogProb(↓):   0.002985
Path Entropy(↓):  0.020445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are film co - writers of bryan lee o'malley
Start Entity:     Bryan Lee O'Malley
Gold Answer:      [['Edgar Wright']]
Predicted Ans:    Edgar Wright
Predicted Path:   Bryan Lee O'Malley --[(INV) written_by]--> Scott Pilgrim vs. the World --[written_by]--> Edgar Wright
Path (Raw):       Bryan Lee O'Malley --[No Operation]--> Bryan Lee O'Malley --[(INV) written_by]--> Scott Pilgrim vs. the World --[written_by]--> Edgar Wright
Neg LogProb(↓):   0.031112
Path Entropy(↓):  0.158097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film the world's fastest indian
Start Entity:     The World's Fastest Indian
Gold Answer:      [['speed', 'bonneville salt flats', 'new zealand', '1960s', 'roger donaldson', 'motorcycle', 'anthony hopkins', 'utah']]
Predicted Ans:    bonneville salt flats
Predicted Path:   The World's Fastest Indian --[has_tags]--> bonneville salt flats --[(INV) has_tags]--> The World's Fastest Indian --[has_tags]--> bonneville salt flats
Path (Raw):       The World's Fastest Indian --[has_tags]--> bonneville salt flats --[(INV) has_tags]--> The World's Fastest Indian --[has_tags]--> bonneville salt flats
Neg LogProb(↓):   0.051490
Path Entropy(↓):  0.279920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by tina fey
Start Entity:     Tina Fey
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Tina Fey --[(INV) starred_actors]--> Baby Mama --[has_genre]--> Comedy
Path (Raw):       Tina Fey --[No Operation]--> Tina Fey --[(INV) starred_actors]--> Baby Mama --[has_genre]--> Comedy
Neg LogProb(↓):   0.626942
Path Entropy(↓):  1.377767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie stuart saves his family starred who
Start Entity:     Stuart Saves His Family
Gold Answer:      [['Shirley Knight', "Vincent D'Onofrio", 'Laura San Giacomo', 'Al Franken']]
Predicted Ans:    Shirley Knight
Predicted Path:   Stuart Saves His Family --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Stuart Saves His Family --[starred_actors]--> Shirley Knight
Path (Raw):       Stuart Saves His Family --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Stuart Saves His Family --[starred_actors]--> Shirley Knight
Neg LogProb(↓):   0.071892
Path Entropy(↓):  0.346778
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by michael hegner were released in which years
Start Entity:     Michael Hegner
Gold Answer:      [['2008', '2006']]
Predicted Ans:    2008
Predicted Path:   Michael Hegner --[(INV) directed_by]--> The Flight Before Christmas --[release_year]--> 2008
Path (Raw):       Michael Hegner --[No Operation]--> Michael Hegner --[(INV) directed_by]--> The Flight Before Christmas --[release_year]--> 2008
Neg LogProb(↓):   0.078650
Path Entropy(↓):  0.267981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie now is good about
Start Entity:     Now Is Good
Gold Answer:      [['dakota fanning']]
Predicted Ans:    dakota fanning
Predicted Path:   Now Is Good --[has_tags]--> dakota fanning --[(INV) has_tags]--> Now Is Good --[has_tags]--> dakota fanning
Path (Raw):       Now Is Good --[has_tags]--> dakota fanning --[(INV) has_tags]--> Now Is Good --[has_tags]--> dakota fanning
Neg LogProb(↓):   0.033301
Path Entropy(↓):  0.179045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the batman begins director
Start Entity:     Batman Begins
Gold Answer:      [['Thriller', 'Mystery', 'Short', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Batman Begins --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[has_genre]--> Thriller
Path (Raw):       Batman Begins --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[has_genre]--> Thriller
Neg LogProb(↓):   0.995944
Path Entropy(↓):  1.542202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david gow starred who
Start Entity:     David Gow
Gold Answer:      [['David Strathairn']]
Predicted Ans:    David Strathairn
Predicted Path:   David Gow --[(INV) written_by]--> Steel Toes --[starred_actors]--> David Strathairn
Path (Raw):       David Gow --[No Operation]--> David Gow --[(INV) written_by]--> Steel Toes --[starred_actors]--> David Strathairn
Neg LogProb(↓):   0.000107
Path Entropy(↓):  0.001085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the story of vernon and irene castle
Start Entity:     The Story of Vernon and Irene Castle
Gold Answer:      [['Loretta Young', 'Martha Raye', 'Joseph Cotten', 'Ole Olsen', 'Chic Johnson', 'Ethel Barrymore', 'Cary Grant', 'Gary Cooper', 'Laraine Day', 'Merle Oberon', 'Charles Bickford']]
Predicted Ans:    Ginger Rogers
Predicted Path:   The Story of Vernon and Irene Castle --[directed_by]--> H.C. Potter --[(INV) directed_by]--> The Story of Vernon and Irene Castle --[starred_actors]--> Ginger Rogers
Path (Raw):       The Story of Vernon and Irene Castle --[directed_by]--> H.C. Potter --[(INV) directed_by]--> The Story of Vernon and Irene Castle --[starred_actors]--> Ginger Rogers
Neg LogProb(↓):   0.515530
Path Entropy(↓):  1.088032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described with richard marquand
Start Entity:     richard marquand
Gold Answer:      [['Jagged Edge', 'Eye of the Needle']]
Predicted Ans:    Eye of the Needle
Predicted Path:   richard marquand --[(INV) has_tags]--> Eye of the Needle --[has_tags]--> richard marquand --[(INV) has_tags]--> Eye of the Needle
Path (Raw):       richard marquand --[(INV) has_tags]--> Eye of the Needle --[has_tags]--> richard marquand --[(INV) has_tags]--> Eye of the Needle
Neg LogProb(↓):   0.000246
Path Entropy(↓):  0.002305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the ghost and the darkness
Start Entity:     The Ghost and the Darkness
Gold Answer:      [['Stephen Hopkins', 'John Wainwright', 'Roger Lewis', 'John Thomas', 'Simon Moore']]
Predicted Ans:    John Thomas
Predicted Path:   The Ghost and the Darkness --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[written_by]--> John Thomas
Path (Raw):       The Ghost and the Darkness --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[written_by]--> John Thomas
Neg LogProb(↓):   0.067351
Path Entropy(↓):  0.309986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was gy waldron the writer of
Start Entity:     Gy Waldron
Gold Answer:      [['The Dukes of Hazzard']]
Predicted Ans:    The Dukes of Hazzard
Predicted Path:   Gy Waldron --[(INV) written_by]--> The Dukes of Hazzard --[written_by]--> Gy Waldron --[(INV) written_by]--> The Dukes of Hazzard
Path (Raw):       Gy Waldron --[(INV) written_by]--> The Dukes of Hazzard --[written_by]--> Gy Waldron --[(INV) written_by]--> The Dukes of Hazzard
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in malaya
Start Entity:     Malaya
Gold Answer:      [['Dashiell Hammett', 'Myles Connolly', 'Lou Breslow', 'Cornell Woolrich', 'Miklós László', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'Thomas T. Flynn', 'Frank Burt', 'David Mamet', 'Renée Taylor', 'Millard Kaufman', 'Sinclair Lewis', 'Scott Hale', 'Miles Hood Swarthout', 'William Rose', 'Samson Raphaelson', 'Donald Ogden Stewart', 'Harold Jack Bloom', 'Sam Rolfe', 'Philip Yordan', 'Samuel A. Taylor', 'Nunnally Johnson', 'Edward Streeter', 'Alec Coppel', 'Albert Hackett', 'Frances Goodrich', 'Arthur T. Horman', 'Don Whitehead', 'Nevil Shute', 'Borden Chase', 'Robert L. Richards', 'Clara Beranger', 'Anita Loos', 'Michael Gottlieb', 'Ernest Pagano', 'P.J. Wolfson', 'Robert Morley', 'W.R. Burnett', 'John Lee Mahin', 'Helen Deutsch', 'Fritz Lang', 'Arch Oboler', 'John Twist', 'Joseph Bologna', 'Richard L. Breen', 'Conrad Richter', 'John Steinbeck', 'Glendon Swarthout', 'Waldemar Young', 'Vincent Lawrence', 'Billy Wilder', 'Virginia Van Upp', "Edwin O'Connor", 'Lewis R. Foster', 'Edward Rugoff', 'Nedrick Young', 'Dwight Taylor', 'Wendell Mayes', 'John Michael Hayes', 'Alfred Neumann', 'Graham Yost', 'Davis Grubb', 'Max Catto', 'Abby Mann', 'Peter Milne', 'Israel Zangwill', 'Philip Van Doren Stern', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'Willis Goldbeck', 'Laurence Stallings', 'Dana Burnet', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'Russel Crouse', 'Don McGuire', 'Howard Breslin', 'Peter Viertel', 'William Marchant', 'Philip Barry', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Howard Emmett Rogers', 'Frederic Wakeman', 'Frank Wead', 'Charles Lederer', 'Max Brand', 'Sidney Buchman', 'Frank Gruber', 'Anna Seghers', 'Marcus Sanders', 'Eleanore Griffin', 'John Meehan', 'Dore Schary', 'Paul Zaloom', 'Sandow Birk', 'David Boehm', 'Frederick Hazlitt Brennan', 'Will Cook', 'Chandler Sprague', 'Eric Ambler', 'David Ayer', 'Mary Chase', 'Joseph Dougherty', 'Garson Kanin', 'Ruth Gordon', 'Waldo Salt', 'John Huston', 'Wilkie Collins', 'James Lee Barrett', 'John D. Voelker', 'George Oppenheimer', 'Dorothy M. Johnson', 'Frank Capra', 'James Warner Bellah', 'James Edward Grant', 'Harold Jacob Smith', 'Lewis E. Lawes', 'Jerome Lawrence', 'Noel Langley', 'Anthony Veiller', 'Dalton Trumbo', 'Hugo Butler', 'Kenneth Roberts', 'Moss Hart', 'Robert Wilder', 'Robert Siodmak', 'Howard Koch', 'George S. Kaufman', 'Barry Reed', 'Norman Krasna', 'Bartlett Cormack', 'Frances Marion']]
Predicted Ans:    Dore Schary
Predicted Path:   Malaya --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Boys Town --[written_by]--> Dore Schary
Path (Raw):       Malaya --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Boys Town --[written_by]--> Dore Schary
Neg LogProb(↓):   1.944166
Path Entropy(↓):  3.083831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in khartoum
Start Entity:     Khartoum
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'Crime', 'Comedy', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   Khartoum --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Path (Raw):       Khartoum --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Neg LogProb(↓):   0.690522
Path Entropy(↓):  1.829656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote a very potter musical
Start Entity:     A Very Potter Musical
Gold Answer:      [['Darren Criss', 'Lauren Lopez', 'Joey Richter', 'Bonnie Gruesen']]
Predicted Ans:    Bonnie Gruesen
Predicted Path:   A Very Potter Musical --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen
Path (Raw):       A Very Potter Musical --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen
Neg LogProb(↓):   0.123397
Path Entropy(↓):  0.399453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote torture garden
Start Entity:     Torture Garden
Gold Answer:      [['Glynis Johns', 'Vera Miles', 'Hugh Bonneville', 'John Gavin', 'Anthony Perkins', 'Robert Loggia', 'Judi Meredith', 'Hayden Rorke', 'Barbara Stanwyck', 'Patrick Wymark', 'Margaret Johnston', 'Diane Baker', 'Peter Cushing', 'Christopher Lee', 'Ian McKellen', 'Richard Davalos', 'Joan Crawford', 'Natasha Richardson', 'Robert Taylor', 'Sarah Roemer', 'Janet Leigh', 'Meg Tilly', 'Denholm Elliott', 'Nyree Dawn Porter', "Dan O'Herlihy"]]
Predicted Ans:    Vera Miles
Predicted Path:   Torture Garden --[written_by]--> Robert Bloch --[(INV) written_by]--> Psycho --[starred_actors]--> Vera Miles
Path (Raw):       Torture Garden --[written_by]--> Robert Bloch --[(INV) written_by]--> Psycho --[starred_actors]--> Vera Miles
Neg LogProb(↓):   0.992521
Path Entropy(↓):  1.640021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the dance of reality
Start Entity:     The Dance of Reality
Gold Answer:      [['Santa Sangre', 'The Holy Mountain', 'El Topo']]
Predicted Ans:    The Holy Mountain
Predicted Path:   The Dance of Reality --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain
Path (Raw):       The Dance of Reality --[No Operation]--> The Dance of Reality --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain
Neg LogProb(↓):   0.452376
Path Entropy(↓):  0.962717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by lech majewski
Start Entity:     Lech Majewski
Gold Answer:      [['Michael Francis Gibson']]
Predicted Ans:    Michael Francis Gibson
Predicted Path:   Lech Majewski --[(INV) directed_by]--> The Mill and the Cross --[written_by]--> Michael Francis Gibson
Path (Raw):       Lech Majewski --[No Operation]--> Lech Majewski --[(INV) directed_by]--> The Mill and the Cross --[written_by]--> Michael Francis Gibson
Neg LogProb(↓):   0.068164
Path Entropy(↓):  0.291709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the lost son in
Start Entity:     The Lost Son
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Lost Son --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       The Lost Son --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   1.805283
Path Entropy(↓):  3.215566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the boy who could fly
Start Entity:     The Boy Who Could Fly
Gold Answer:      [['nick castle']]
Predicted Ans:    nick castle
Predicted Path:   The Boy Who Could Fly --[has_tags]--> nick castle --[(INV) has_tags]--> The Boy Who Could Fly --[has_tags]--> nick castle
Path (Raw):       The Boy Who Could Fly --[has_tags]--> nick castle --[(INV) has_tags]--> The Boy Who Could Fly --[has_tags]--> nick castle
Neg LogProb(↓):   0.517279
Path Entropy(↓):  0.850266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote sebastiane
Start Entity:     Sebastiane
Gold Answer:      [['Stathis Giallelis', 'Joanna Pettet', 'Terence Stamp', 'Heathcote Williams', 'Derek Jarman', 'Karl Malden', 'Steven Waddington', 'Andrew Tiernan', 'Jenny Runacre']]
Predicted Ans:    Terence Stamp
Predicted Path:   Sebastiane --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[starred_actors]--> Terence Stamp
Path (Raw):       Sebastiane --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[starred_actors]--> Terence Stamp
Neg LogProb(↓):   0.495518
Path Entropy(↓):  0.943601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the littlest rebel
Start Entity:     The Littlest Rebel
Gold Answer:      [['Black Fury', 'Stowaway', 'Baby Take a Bow', 'The Smart Set', 'Black Moon', 'The Little Princess', 'Susannah of the Mounties', 'The Blue Bird', 'Little Miss Broadway', 'A Kiss for Corliss', 'The Bachelor and the Bobby-Soxer', 'Captain January', 'Curly Top', 'Gabriel Over the White House', 'Frankenstein', 'The Little Colonel', 'Scarface', 'Kathleen', 'The Story of Seabiscuit', 'Our Little Girl', 'A Message to Garcia', 'Now and Forever', 'Honeymoon', 'Young People', 'Stella Dallas', 'Wee Willie Winkie', 'Just Around the Corner', 'Adventure in Baltimore', 'Dirigible', 'That Hagen Girl', 'Our Daily Bread', 'Poor Little Rich Girl', 'The Age of Innocence', 'Bright Eyes', "I'll Be Seeing You", 'Rebecca of Sunnybrook Farm', 'Kiss and Tell', 'Little Miss Marker']]
Predicted Ans:    Frankenstein
Predicted Path:   The Littlest Rebel --[starred_actors]--> John Boles --[(INV) starred_actors]--> Frankenstein
Path (Raw):       The Littlest Rebel --[starred_actors]--> John Boles --[No Operation]--> John Boles --[(INV) starred_actors]--> Frankenstein
Neg LogProb(↓):   1.369537
Path Entropy(↓):  1.046462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by playboy
Start Entity:     playboy
Gold Answer:      [['Iron Man']]
Predicted Ans:    Iron Man
Predicted Path:   playboy --[(INV) has_tags]--> Iron Man --[has_tags]--> playboy --[(INV) has_tags]--> Iron Man
Path (Raw):       playboy --[(INV) has_tags]--> Iron Man --[has_tags]--> playboy --[(INV) has_tags]--> Iron Man
Neg LogProb(↓):   0.003757
Path Entropy(↓):  0.027204
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by mara leveritt were directed by who
Start Entity:     Mara Leveritt
Gold Answer:      [['Atom Egoyan']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Mara Leveritt --[(INV) written_by]--> Devil's Knot --[directed_by]--> Atom Egoyan
Path (Raw):       Mara Leveritt --[No Operation]--> Mara Leveritt --[(INV) written_by]--> Devil's Knot --[directed_by]--> Atom Egoyan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by josefin nelden
Start Entity:     Josefin Neldén
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Josefin Neldén --[(INV) starred_actors]--> Shed No Tears --[in_language]--> Swedish
Path (Raw):       Josefin Neldén --[No Operation]--> Josefin Neldén --[(INV) starred_actors]--> Shed No Tears --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by peter sallis in
Start Entity:     Peter Sallis
Gold Answer:      [['Animation', 'Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   Peter Sallis --[(INV) starred_actors]--> The Wrong Trousers --[has_genre]--> Comedy
Path (Raw):       Peter Sallis --[No Operation]--> Peter Sallis --[(INV) starred_actors]--> The Wrong Trousers --[has_genre]--> Comedy
Neg LogProb(↓):   0.000591
Path Entropy(↓):  0.005389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie you're a big boy now released
Start Entity:     You're a Big Boy Now
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   You're a Big Boy Now --[release_year]--> 1966 --[(INV) release_year]--> Billy the Kid Versus Dracula --[release_year]--> 1966
Path (Raw):       You're a Big Boy Now --[release_year]--> 1966 --[(INV) release_year]--> Billy the Kid Versus Dracula --[release_year]--> 1966
Neg LogProb(↓):   2.933147
Path Entropy(↓):  3.970097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the cider house rules
Start Entity:     The Cider House Rules
Gold Answer:      [['Lasse Hallström']]
Predicted Ans:    Lasse Hallström
Predicted Path:   The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Cider House Rules --[directed_by]--> Lasse Hallström
Path (Raw):       The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Cider House Rules --[directed_by]--> Lasse Hallström
Neg LogProb(↓):   0.682186
Path Entropy(↓):  1.375425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by paul burke in
Start Entity:     Paul Burke
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Paul Burke --[(INV) starred_actors]--> Valley of the Dolls --[has_genre]--> Drama
Path (Raw):       Paul Burke --[No Operation]--> Paul Burke --[(INV) starred_actors]--> Valley of the Dolls --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with the glenn miller orchestra
Start Entity:     The Glenn Miller Orchestra
Gold Answer:      [['Glenn Miller', 'Ann Rutherford', 'George Montgomery']]
Predicted Ans:    George Montgomery
Predicted Path:   The Glenn Miller Orchestra --[(INV) starred_actors]--> Orchestra Wives --[starred_actors]--> George Montgomery
Path (Raw):       The Glenn Miller Orchestra --[No Operation]--> The Glenn Miller Orchestra --[(INV) starred_actors]--> Orchestra Wives --[starred_actors]--> George Montgomery
Neg LogProb(↓):   0.009666
Path Entropy(↓):  0.057096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in mohabbatein
Start Entity:     Mohabbatein
Gold Answer:      [['Romance', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Mohabbatein --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Aankhen --[has_genre]--> Thriller
Path (Raw):       Mohabbatein --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Aankhen --[has_genre]--> Thriller
Neg LogProb(↓):   0.218286
Path Entropy(↓):  0.775782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film les miserables released
Start Entity:     Les Misérables
Gold Answer:      [['1935']]
Predicted Ans:    1995
Predicted Path:   Les Misérables --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Les Misérables --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   3.749225
Path Entropy(↓):  5.325978
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film the cheyenne social club
Start Entity:     The Cheyenne Social Club
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   The Cheyenne Social Club --[written_by]--> James Lee Barrett --[(INV) written_by]--> The D.I. --[release_year]--> 1957
Path (Raw):       The Cheyenne Social Club --[written_by]--> James Lee Barrett --[(INV) written_by]--> The D.I. --[release_year]--> 1957
Neg LogProb(↓):   0.661901
Path Entropy(↓):  0.694977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jean gillie is a co - star of who
Start Entity:     Jean Gillie
Gold Answer:      [['Robert Armstrong', 'Edward Norris', 'Herbert Rudley']]
Predicted Ans:    Robert Armstrong
Predicted Path:   Jean Gillie --[(INV) starred_actors]--> Decoy --[starred_actors]--> Robert Armstrong
Path (Raw):       Jean Gillie --[No Operation]--> Jean Gillie --[(INV) starred_actors]--> Decoy --[starred_actors]--> Robert Armstrong
Neg LogProb(↓):   0.029207
Path Entropy(↓):  0.158896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film white elephant
Start Entity:     White Elephant
Gold Answer:      [['Pablo Trapero']]
Predicted Ans:    Pablo Trapero
Predicted Path:   White Elephant --[written_by]--> Pablo Trapero --[(INV) written_by]--> Carancho --[written_by]--> Pablo Trapero
Path (Raw):       White Elephant --[written_by]--> Pablo Trapero --[(INV) written_by]--> Carancho --[written_by]--> Pablo Trapero
Neg LogProb(↓):   0.004229
Path Entropy(↓):  0.027317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by david barrett were released in which years
Start Entity:     David Barrett
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   David Barrett --[(INV) directed_by]--> Fire with Fire --[release_year]--> 2012
Path (Raw):       David Barrett --[No Operation]--> David Barrett --[(INV) directed_by]--> Fire with Fire --[release_year]--> 2012
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by manuel komroff were in which genres
Start Entity:     Manuel Komroff
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Manuel Komroff --[(INV) written_by]--> The Scarlet Empress --[has_genre]--> Drama
Path (Raw):       Manuel Komroff --[No Operation]--> Manuel Komroff --[(INV) written_by]--> The Scarlet Empress --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by valerie kaprisky were released in which years
Start Entity:     Valérie Kaprisky
Gold Answer:      [['1983', '1984']]
Predicted Ans:    1983
Predicted Path:   Valérie Kaprisky --[(INV) starred_actors]--> Breathless --[release_year]--> 1983
Path (Raw):       Valérie Kaprisky --[No Operation]--> Valérie Kaprisky --[(INV) starred_actors]--> Breathless --[release_year]--> 1983
Neg LogProb(↓):   0.188161
Path Entropy(↓):  0.458300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of thirty seconds over tokyo starred who
Start Entity:     Thirty Seconds Over Tokyo
Gold Answer:      [['Ann Dvorak', 'June Allyson', 'Ronald Colman', 'Henry Fonda', 'Van Heflin', 'Lloyd Nolan', 'James Stewart', 'Joan Bennett', 'Eileen Heckart', 'Walter Pidgeon', 'Greer Garson', 'Lana Turner', 'Deborah Kerr', 'Katharine Hepburn', 'Felix Bressart', 'Andy Griffith', 'William Holden', 'Barbara Stanwyck', 'James Mason', 'Jack Lemmon', 'Fredric March', 'Virginia Leith', 'Esther Williams', 'Winona Ryder', 'Victor Mature', 'Warren William', 'Ruby Keeler', 'Peter Ustinov', 'Vivien Leigh', 'Leo Genn', 'Olivia de Havilland', 'Marsha Hunt', 'William Powell', 'David Brian', 'James Cagney', 'Joan Blondell', 'Albert Bassermann', 'Henry Travers', 'Edward G. Robinson', 'Eric Linden', 'Marian Marsh', 'Robert Taylor', 'Susan Peters', 'Patty McCormack', 'Henry Jones', 'Ava Gardner', 'Jean Simmons', 'Murray Hamilton', 'Aline MacMahon', 'Paul Muni', 'Frank Sinatra', 'Spencer Tracy', 'Rhonda Fleming', "Dan O'Herlihy", 'Nick Adams', 'Myron McCormick', 'Nancy Kelly']]
Predicted Ans:    Robert Walker
Predicted Path:   Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Thirty Seconds Over Tokyo --[starred_actors]--> Robert Walker
Path (Raw):       Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Thirty Seconds Over Tokyo --[starred_actors]--> Robert Walker
Neg LogProb(↓):   1.421971
Path Entropy(↓):  2.610704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose screenwriters also wrote eye of the beholder
Start Entity:     Eye of the Beholder
Gold Answer:      [['1983', '1963', '1997', '2008', '1994', '1928']]
Predicted Ans:    1997
Predicted Path:   Eye of the Beholder --[written_by]--> Stephan Elliott --[(INV) written_by]--> Welcome to Woop Woop --[release_year]--> 1997
Path (Raw):       Eye of the Beholder --[written_by]--> Stephan Elliott --[(INV) written_by]--> Welcome to Woop Woop --[release_year]--> 1997
Neg LogProb(↓):   0.986112
Path Entropy(↓):  1.602707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by don doolittle
Start Entity:     Don Doolittle
Gold Answer:      [['Wesley Barry']]
Predicted Ans:    Wesley Barry
Predicted Path:   Don Doolittle --[(INV) starred_actors]--> The Creation of the Humanoids --[directed_by]--> Wesley Barry
Path (Raw):       Don Doolittle --[No Operation]--> Don Doolittle --[(INV) starred_actors]--> The Creation of the Humanoids --[directed_by]--> Wesley Barry
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by don hartman
Start Entity:     Don Hartman
Gold Answer:      [['John D. Weaver']]
Predicted Ans:    Don Hartman
Predicted Path:   Don Hartman --[(INV) directed_by]--> Every Girl Should Be Married --[written_by]--> Don Hartman
Path (Raw):       Don Hartman --[No Operation]--> Don Hartman --[(INV) directed_by]--> Every Girl Should Be Married --[written_by]--> Don Hartman
Neg LogProb(↓):   0.532129
Path Entropy(↓):  0.961784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films directed by derick martini
Start Entity:     Derick Martini
Gold Answer:      [['Emma Roberts', 'Rory Culkin', 'Alec Baldwin']]
Predicted Ans:    Emma Roberts
Predicted Path:   Derick Martini --[(INV) directed_by]--> Lymelife --[starred_actors]--> Emma Roberts
Path (Raw):       Derick Martini --[No Operation]--> Derick Martini --[(INV) directed_by]--> Lymelife --[starred_actors]--> Emma Roberts
Neg LogProb(↓):   0.436807
Path Entropy(↓):  0.659675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie knight moves
Start Entity:     Knight Moves
Gold Answer:      [['thriller']]
Predicted Ans:    thriller
Predicted Path:   Knight Moves --[has_tags]--> thriller --[(INV) has_tags]--> The Hidden Face --[has_tags]--> thriller
Path (Raw):       Knight Moves --[has_tags]--> thriller --[(INV) has_tags]--> The Hidden Face --[has_tags]--> thriller
Neg LogProb(↓):   0.002564
Path Entropy(↓):  0.019580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films back to the future are written by who
Start Entity:     Back to the Future
Gold Answer:      [['John Gatins', 'David Koepp', 'Carl Sagan', 'Martin Donovan', 'Winston Groom', 'David Chappe', 'Mark Leahy', 'Gary K. Wolf', 'Charles Dickens', 'Jeffrey Price', 'Ann Druyan', 'Peter S. Seaman', 'Chris Van Allsburg', 'Robert Zemeckis', 'Bob Gale', 'Roger Avary', 'Neil Gaiman']]
Predicted Ans:    Roger Avary
Predicted Path:   Back to the Future --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[written_by]--> Roger Avary
Path (Raw):       Back to the Future --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[written_by]--> Roger Avary
Neg LogProb(↓):   0.239073
Path Entropy(↓):  0.793502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of street kings
Start Entity:     Street Kings
Gold Answer:      [['Drama', 'War', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Street Kings --[directed_by]--> David Ayer --[(INV) directed_by]--> End of Watch --[has_genre]--> Drama
Path (Raw):       Street Kings --[directed_by]--> David Ayer --[(INV) directed_by]--> End of Watch --[has_genre]--> Drama
Neg LogProb(↓):   0.984800
Path Entropy(↓):  1.366824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about mexico
Start Entity:     mexico
Gold Answer:      [['Man on Fire', 'The Magnificent Seven', 'The Three Burials of Melquiades Estrada', 'The Mask of Zorro', 'Revenge', 'Desperado', 'The Perfect Game', 'And Starring Pancho Villa as Himself', 'Bandidas', 'Rudo y Cursi', 'Monsters', 'A Bullet for the General', 'Heli', 'Babel', 'Y Tu Mamá También']]
Predicted Ans:    Heli
Predicted Path:   mexico --[(INV) has_tags]--> Heli --[has_tags]--> mexico --[(INV) has_tags]--> Heli
Path (Raw):       mexico --[(INV) has_tags]--> Heli --[has_tags]--> mexico --[(INV) has_tags]--> Heli
Neg LogProb(↓):   0.042214
Path Entropy(↓):  0.241151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did tom hulce star in
Start Entity:     Tom Hulce
Gold Answer:      [['Slam Dance', 'Dominick and Eugene', 'Animal House', 'Wings of Courage', 'The Hunchback of Notre Dame', 'The Inner Circle']]
Predicted Ans:    Dominick and Eugene
Predicted Path:   Tom Hulce --[(INV) starred_actors]--> Dominick and Eugene --[starred_actors]--> Tom Hulce --[(INV) starred_actors]--> Dominick and Eugene
Path (Raw):       Tom Hulce --[(INV) starred_actors]--> Dominick and Eugene --[starred_actors]--> Tom Hulce --[(INV) starred_actors]--> Dominick and Eugene
Neg LogProb(↓):   0.580259
Path Entropy(↓):  1.544748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does quvenzhane wallis appear in
Start Entity:     Quvenzhané Wallis
Gold Answer:      [['Beasts of the Southern Wild', 'Annie']]
Predicted Ans:    Annie
Predicted Path:   Quvenzhané Wallis --[(INV) starred_actors]--> Beasts of the Southern Wild --[starred_actors]--> Quvenzhané Wallis --[(INV) starred_actors]--> Annie
Path (Raw):       Quvenzhané Wallis --[(INV) starred_actors]--> Beasts of the Southern Wild --[starred_actors]--> Quvenzhané Wallis --[(INV) starred_actors]--> Annie
Neg LogProb(↓):   0.548707
Path Entropy(↓):  0.954327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of coma starred who
Start Entity:     Coma
Gold Answer:      [['Yul Brynner', 'Kirstie Alley', 'Cynthia Rhodes', 'Gene Simmons', 'Dustin Hoffman', "Frances O'Connor", 'Dylan McDermott', 'David Wayne', 'Ernie Hudson', 'Dylan Walsh', 'Gerard Butler', 'Harvey Keitel', 'Tim Curry', 'Bill Paxton', 'Richard Benjamin', 'James Brolin', 'Paul Walker', 'Helen Hunt', 'Demi Moore', 'Billy Connolly', 'Michael Douglas', 'Kate Reid', 'Tom Selleck', 'Suzy Amis', 'Sharon Stone', 'Laura Linney', 'Albert Finney', 'Harry Dean Stanton', 'Donald Sutherland', 'Sean Connery', 'Arthur Hill', 'Crispin Glover', 'Samuel L. Jackson', 'George Segal', 'James Coburn', 'Antonio Banderas', 'Wesley Snipes', 'Susan Dey', 'James Olson']]
Predicted Ans:    Yul Brynner
Predicted Path:   Coma --[written_by]--> Michael Crichton --[(INV) written_by]--> Westworld --[starred_actors]--> Yul Brynner
Path (Raw):       Coma --[written_by]--> Michael Crichton --[(INV) written_by]--> Westworld --[starred_actors]--> Yul Brynner
Neg LogProb(↓):   0.034675
Path Entropy(↓):  0.210349
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the last time i saw paris
Start Entity:     The Last Time I Saw Paris
Gold Answer:      [['Walter Pidgeon', 'Donna Reed', 'Elizabeth Taylor', 'Van Johnson']]
Predicted Ans:    Donna Reed
Predicted Path:   The Last Time I Saw Paris --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> The Benny Goodman Story --[starred_actors]--> Donna Reed
Path (Raw):       The Last Time I Saw Paris --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> The Benny Goodman Story --[starred_actors]--> Donna Reed
Neg LogProb(↓):   0.019726
Path Entropy(↓):  0.106187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the sweetest thing
Start Entity:     The Sweetest Thing
Gold Answer:      [['Christina Applegate']]
Predicted Ans:    Josh Gad
Predicted Path:   The Sweetest Thing --[starred_actors]--> Christina Applegate --[(INV) starred_actors]--> The Rocker --[starred_actors]--> Josh Gad
Path (Raw):       The Sweetest Thing --[starred_actors]--> Christina Applegate --[(INV) starred_actors]--> The Rocker --[starred_actors]--> Josh Gad
Neg LogProb(↓):   0.738045
Path Entropy(↓):  1.187234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by the yor, the hunter from the future director
Start Entity:     Yor, the Hunter from the Future
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Yor, the Hunter from the Future --[directed_by]--> Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[has_genre]--> Horror
Path (Raw):       Yor, the Hunter from the Future --[directed_by]--> Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[has_genre]--> Horror
Neg LogProb(↓):   0.022645
Path Entropy(↓):  0.115360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie zero dark thirty are written by who
Start Entity:     Zero Dark Thirty
Gold Answer:      [['Anita Shreve', 'Mark Boal', 'Kathryn Bigelow', 'Monty Montgomery', 'Eric Red', 'James Cameron', 'Jay Cocks']]
Predicted Ans:    Eric Red
Predicted Path:   Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[written_by]--> Eric Red
Path (Raw):       Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[written_by]--> Eric Red
Neg LogProb(↓):   0.413242
Path Entropy(↓):  0.799917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by andy hurst
Start Entity:     Andy Hurst
Gold Answer:      [['Carlee Avers', 'Brad Ashten']]
Predicted Ans:    Carlee Avers
Predicted Path:   Andy Hurst --[(INV) written_by]--> Are You Scared? --[starred_actors]--> Carlee Avers
Path (Raw):       Andy Hurst --[No Operation]--> Andy Hurst --[(INV) written_by]--> Are You Scared? --[starred_actors]--> Carlee Avers
Neg LogProb(↓):   0.002065
Path Entropy(↓):  0.014817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by bruno loza
Start Entity:     Bruno Loza
Gold Answer:      [['Gustavo Loza']]
Predicted Ans:    Gustavo Loza
Predicted Path:   Bruno Loza --[(INV) starred_actors]--> La otra familia --[written_by]--> Gustavo Loza
Path (Raw):       Bruno Loza --[No Operation]--> Bruno Loza --[(INV) starred_actors]--> La otra familia --[written_by]--> Gustavo Loza
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is seconds
Start Entity:     Seconds
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Seconds --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Seconds --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.827881
Path Entropy(↓):  4.321711
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film burn after reading
Start Entity:     Burn After Reading
Gold Answer:      [['1998', '2000', '2009', '2001', '2003', '2004', '1996', '2006', '1994', '1955', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   Burn After Reading --[directed_by]--> Ethan Coen --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       Burn After Reading --[directed_by]--> Ethan Coen --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.867428
Path Entropy(↓):  1.700752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in mystery date also appears in which movies
Start Entity:     Mystery Date
Gold Answer:      [['Explorers', "What Doesn't Kill You", 'Gattaca', 'Great Expectations', 'Aspen Extreme', 'The Purge', 'White Fang', 'Authors Anonymous', 'Tape', 'Before Sunrise', "Before the Devil Knows You're Dead", 'Assault on Precinct 13', 'The Jimmy Show', 'The Newton Boys', 'Reality Bites', 'Hamlet', 'Getaway', 'Before Sunset', 'The Hole', 'Taking Lives', "Brooklyn's Finest", 'Alive', 'A Midnight Clear', 'Meet the Parents', 'The Woman in the Fifth', 'Sinister', 'Before Midnight', 'Training Day', 'Predestination']]
Predicted Ans:    Before Sunrise
Predicted Path:   Mystery Date --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunrise
Path (Raw):       Mystery Date --[starred_actors]--> Ethan Hawke --[No Operation]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunrise
Neg LogProb(↓):   1.131779
Path Entropy(↓):  1.725142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by rita taggart
Start Entity:     Rita Taggart
Gold Answer:      [['John D. Hancock']]
Predicted Ans:    John D. Hancock
Predicted Path:   Rita Taggart --[(INV) starred_actors]--> Weeds --[directed_by]--> John D. Hancock
Path (Raw):       Rita Taggart --[No Operation]--> Rita Taggart --[(INV) starred_actors]--> Weeds --[directed_by]--> John D. Hancock
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by jim abrahams fall under
Start Entity:     Jim Abrahams
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Jim Abrahams --[(INV) directed_by]--> Hot Shots! --[has_genre]--> Comedy
Path (Raw):       Jim Abrahams --[No Operation]--> Jim Abrahams --[(INV) directed_by]--> Hot Shots! --[has_genre]--> Comedy
Neg LogProb(↓):   0.947400
Path Entropy(↓):  1.144663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with william slavens mcnutt
Start Entity:     William Slavens McNutt
Gold Answer:      [['Waldemar Young', 'Achmed Abdullah', 'John L. Balderston', 'Grover Jones']]
Predicted Ans:    Waldemar Young
Predicted Path:   William Slavens McNutt --[(INV) written_by]--> The Lives of a Bengal Lancer --[written_by]--> Waldemar Young
Path (Raw):       William Slavens McNutt --[No Operation]--> William Slavens McNutt --[(INV) written_by]--> The Lives of a Bengal Lancer --[written_by]--> Waldemar Young
Neg LogProb(↓):   0.795073
Path Entropy(↓):  1.101908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the day they robbed the bank of england starred who
Start Entity:     The Day They Robbed the Bank of England
Gold Answer:      [['Bruce Dern', 'Curd Jürgens', 'Henry Fonda', 'Alan Ladd', 'Gladys George', 'Karen Black', 'Macdonald Carey', 'Robert Redford', 'Dick Powell', 'Barbara Bach', 'Roger Moore', 'Christopher Lee', 'Franchot Tone', 'Christopher Walken', 'Joan Blondell', 'Thomas Mitchell', 'Betty Field', 'Mia Farrow', 'Timothy Dalton', 'Ruth Hussey', 'Sean Connery', 'Victor Moore', 'Rene Russo', 'Gary Sinise', 'Spencer Tracy', "Maureen O'Hara", 'Mel Gibson']]
Predicted Ans:    Roger Moore
Predicted Path:   The Day They Robbed the Bank of England --[written_by]--> Richard Maibaum --[(INV) written_by]--> Octopussy --[starred_actors]--> Roger Moore
Path (Raw):       The Day They Robbed the Bank of England --[written_by]--> Richard Maibaum --[(INV) written_by]--> Octopussy --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.554924
Path Entropy(↓):  1.227418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by leslie banks
Start Entity:     Leslie Banks
Gold Answer:      [['Richard Connell']]
Predicted Ans:    David Lean
Predicted Path:   Leslie Banks --[(INV) starred_actors]--> Madeleine --[directed_by]--> David Lean
Path (Raw):       Leslie Banks --[No Operation]--> Leslie Banks --[(INV) starred_actors]--> Madeleine --[directed_by]--> David Lean
Neg LogProb(↓):   0.276416
Path Entropy(↓):  0.552805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie total recall
Start Entity:     Total Recall
Gold Answer:      [['Walter Hill', 'David Saperstein', 'Gabriele Muccino', 'Les Mayfield', 'Michael Mann', 'John Milius', 'Pitof', 'Mark Rydell', 'Lisa Cholodenko', 'Michael Bay', 'Chuck Russell', 'Joss Whedon', 'Roger Spottiswoode', 'Clark Johnson', 'Lee Tamahori', 'Hal Ashby', 'Harvey Weinstein', 'Sam Raimi', 'Neil Jordan', 'Gregory Hoblit', 'Dorothy Ann Puzo', 'Mark Steven Johnson', 'Rob Epstein', 'Jeffrey Friedman', 'John McTiernan', 'Nicolas Winding Refn', 'Brian Levant', 'Robert Day', 'Josef von Sternberg', 'Lewis Gilbert', 'Paul Verhoeven', 'Clarence Brown', 'Gary Nelson', 'David Gordon Green', 'Roger Donaldson', 'J. Lee Thompson', 'Peter Hyams', 'Charles Finch', 'Charles Winkler', 'Martin Scorsese', 'Richard Fleischer', 'Bob Rafelson', 'Roger Avary', 'Diarmuid Lawrence', 'Karen Moncrieff', 'Barry Levinson', 'Giuseppe Tornatore', 'Mikael Håfström', 'Neil Burger', 'Anthony Mann', 'Harold Becker', 'Roger Christian', 'John Cassavetes', 'Joel Schumacher', 'Peter Chelsom', 'Niels Arden Oplev', 'Baltasar Kormákur', 'Sidney Lumet', 'William Monahan', 'Mark L. Lester', 'Stephen Metcalfe', 'Patrick Hughes', 'Gareth Edwards', 'Paul Michael Glaser', 'Andrew Marton', 'Ivan Reitman', 'Pascal Laugier', 'James Cameron', 'Kenneth Branagh', 'Roland Emmerich', 'Ben Affleck', 'Stephen Sommers', 'Martin McDonagh', "Gavin O'Connor", 'Luis Llosa', 'Andrew Davis', 'Marcus Nispel', 'Dominic Sena', 'Akiva Goldsman', 'Douglas McGrath', 'Alfred Hitchcock', 'Brad Anderson', 'David Ayer', 'Tze Chun', 'Terrence Malick', 'Whit Stillman', 'John Schlesinger', 'Albert Brooks', 'Nimród Antal', 'Sylvain Chomet', 'Frank Coraci', 'Kirk Jones', 'Tony Scott', 'Wes Craven', 'Sebastián Lelio', 'John Frankenheimer', 'Jim McBride', 'John Boorman', 'Joe Carnahan', 'Rob Cohen', 'Stephan Elliott', 'Phillip Noyce', 'Jorge Blanco', 'Peter Weir', 'George Butler', 'Hal Needham', 'John Lee Hancock', 'José Padilha', 'Len Wiseman', 'Craig R. Baxley', 'Jonathan Kaplan', 'Philippe Mora', 'Jeremiah S. Chechik', 'John Irvin', 'Robert Stevenson', 'Mike Figgis', 'Compton Bennett']]
Predicted Ans:    Sidney Lumet
Predicted Path:   Total Recall --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[directed_by]--> Sidney Lumet
Path (Raw):       Total Recall --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[directed_by]--> Sidney Lumet
Neg LogProb(↓):   0.644298
Path Entropy(↓):  1.923425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the signal fall under
Start Entity:     The Signal
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Signal --[directed_by]--> William Eubank --[(INV) directed_by]--> Love --[has_genre]--> Drama
Path (Raw):       The Signal --[directed_by]--> William Eubank --[(INV) directed_by]--> Love --[has_genre]--> Drama
Neg LogProb(↓):   1.336125
Path Entropy(↓):  1.959569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of ratatouille
Start Entity:     Ratatouille
Gold Answer:      [['Brad Bird']]
Predicted Ans:    Brad Bird
Predicted Path:   Ratatouille --[written_by]--> Brad Bird --[(INV) written_by]--> The Iron Giant --[directed_by]--> Brad Bird
Path (Raw):       Ratatouille --[written_by]--> Brad Bird --[(INV) written_by]--> The Iron Giant --[directed_by]--> Brad Bird
Neg LogProb(↓):   0.671333
Path Entropy(↓):  1.163431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by dee rees fall under
Start Entity:     Dee Rees
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dee Rees --[(INV) directed_by]--> Pariah --[has_genre]--> Drama
Path (Raw):       Dee Rees --[No Operation]--> Dee Rees --[(INV) directed_by]--> Pariah --[has_genre]--> Drama
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the lodger
Start Entity:     The Lodger
Gold Answer:      [['Family', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Lodger --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Path (Raw):       The Lodger --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Neg LogProb(↓):   0.684242
Path Entropy(↓):  1.150069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in welcome to l. a. also appears in which films
Start Entity:     Welcome to L.A.
Gold Answer:      [['Trouble in Mind', 'The Moderns', 'Winter of Frozen Dreams', 'The Tie That Binds', 'Pretty Baby', 'Choose Me', 'Southern Comfort', 'Monte Walsh', 'Thieves Like Us']]
Predicted Ans:    Pretty Baby
Predicted Path:   Welcome to L.A. --[starred_actors]--> Keith Carradine --[(INV) starred_actors]--> Pretty Baby
Path (Raw):       Welcome to L.A. --[starred_actors]--> Keith Carradine --[No Operation]--> Keith Carradine --[(INV) starred_actors]--> Pretty Baby
Neg LogProb(↓):   1.054470
Path Entropy(↓):  1.470423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about richard curtis
Start Entity:     richard curtis
Gold Answer:      [['The Girl in the Café', 'About Time', 'Love Actually']]
Predicted Ans:    Illusive Tracks
Predicted Path:   richard curtis --[(INV) has_tags]--> Love Actually --[has_tags]--> christmas --[(INV) has_tags]--> Illusive Tracks
Path (Raw):       richard curtis --[(INV) has_tags]--> Love Actually --[has_tags]--> christmas --[(INV) has_tags]--> Illusive Tracks
Neg LogProb(↓):   0.962649
Path Entropy(↓):  1.864716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director for dolores claiborne
Start Entity:     Dolores Claiborne
Gold Answer:      [['Taylor Hackford']]
Predicted Ans:    Taylor Hackford
Predicted Path:   Dolores Claiborne --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Path (Raw):       Dolores Claiborne --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Neg LogProb(↓):   0.010377
Path Entropy(↓):  0.068042
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the net
Start Entity:     The Net
Gold Answer:      [['2001', '1950', '1992', '2004', '1991']]
Predicted Ans:    1992
Predicted Path:   The Net --[directed_by]--> Irwin Winkler --[(INV) directed_by]--> Night and the City --[release_year]--> 1992
Path (Raw):       The Net --[directed_by]--> Irwin Winkler --[(INV) directed_by]--> Night and the City --[release_year]--> 1992
Neg LogProb(↓):   0.391221
Path Entropy(↓):  1.144077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by gabe nevins were in which genres
Start Entity:     Gabe Nevins
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gabe Nevins --[(INV) starred_actors]--> Paranoid Park --[has_genre]--> Drama
Path (Raw):       Gabe Nevins --[No Operation]--> Gabe Nevins --[(INV) starred_actors]--> Paranoid Park --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by ariel dorfman fall under
Start Entity:     Ariel Dorfman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ariel Dorfman --[(INV) written_by]--> Death and the Maiden --[has_genre]--> Drama
Path (Raw):       Ariel Dorfman --[No Operation]--> Ariel Dorfman --[(INV) written_by]--> Death and the Maiden --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with riding giants fall under
Start Entity:     Riding Giants
Gold Answer:      [['Drama', 'Sport', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Riding Giants --[written_by]--> Stacy Peralta --[(INV) written_by]--> Riding Giants --[has_genre]--> Documentary
Path (Raw):       Riding Giants --[written_by]--> Stacy Peralta --[(INV) written_by]--> Riding Giants --[has_genre]--> Documentary
Neg LogProb(↓):   0.001416
Path Entropy(↓):  0.012009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by agnieszka holland
Start Entity:     Agnieszka Holland
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Agnieszka Holland --[(INV) directed_by]--> In Darkness --[in_language]--> German
Path (Raw):       Agnieszka Holland --[No Operation]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[in_language]--> German
Neg LogProb(↓):   0.304687
Path Entropy(↓):  0.576968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by david pabian
Start Entity:     David Pabian
Gold Answer:      [['Elizabeth Maclellan', 'Steve Welles']]
Predicted Ans:    Elizabeth Maclellan
Predicted Path:   David Pabian --[(INV) written_by]--> Puppet Master II --[starred_actors]--> Elizabeth Maclellan
Path (Raw):       David Pabian --[No Operation]--> David Pabian --[(INV) written_by]--> Puppet Master II --[starred_actors]--> Elizabeth Maclellan
Neg LogProb(↓):   0.026383
Path Entropy(↓):  0.120688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by jack hill
Start Entity:     Jack Hill
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Jack Hill
Predicted Path:   Jack Hill --[(INV) directed_by]--> Foxy Brown --[directed_by]--> Jack Hill
Path (Raw):       Jack Hill --[No Operation]--> Jack Hill --[(INV) directed_by]--> Foxy Brown --[directed_by]--> Jack Hill
Neg LogProb(↓):   0.031689
Path Entropy(↓):  0.178751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films that share actors with the miracle of our lady of fatima in
Start Entity:     The Miracle of Our Lady of Fatima
Gold Answer:      [['English']]
Predicted Ans:    ernest hemingway
Predicted Path:   The Miracle of Our Lady of Fatima --[starred_actors]--> Gilbert Roland --[(INV) starred_actors]--> Islands in the Stream --[has_tags]--> ernest hemingway
Path (Raw):       The Miracle of Our Lady of Fatima --[starred_actors]--> Gilbert Roland --[(INV) starred_actors]--> Islands in the Stream --[has_tags]--> ernest hemingway
Neg LogProb(↓):   0.001222
Path Entropy(↓):  0.009425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in yasunari kawabata written movies
Start Entity:     Yasunari Kawabata
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Yasunari Kawabata --[(INV) written_by]--> Sound of the Mountain --[in_language]--> Japanese
Path (Raw):       Yasunari Kawabata --[No Operation]--> Yasunari Kawabata --[(INV) written_by]--> Sound of the Mountain --[in_language]--> Japanese
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by ronee blakley
Start Entity:     Ronee Blakley
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Ronee Blakley --[(INV) starred_actors]--> A Nightmare on Elm Street --[has_genre]--> Horror
Path (Raw):       Ronee Blakley --[No Operation]--> Ronee Blakley --[(INV) starred_actors]--> A Nightmare on Elm Street --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by natalie gregory
Start Entity:     Natalie Gregory
Gold Answer:      [['Lewis Carroll', 'Joseph L. Mankiewicz', 'Linda Woolverton']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Natalie Gregory --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Natalie Gregory --[No Operation]--> Natalie Gregory --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.818778
Path Entropy(↓):  1.682005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie missionary man were in which genres
Start Entity:     Missionary Man
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Missionary Man --[written_by]--> Dolph Lundgren --[(INV) written_by]--> Command Performance --[has_genre]--> Action
Path (Raw):       Missionary Man --[written_by]--> Dolph Lundgren --[(INV) written_by]--> Command Performance --[has_genre]--> Action
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the story of dr. wassell
Start Entity:     The Story of Dr. Wassell
Gold Answer:      [['Cloak and Dagger', 'Along Came Jones', 'The Pride of the Yankees', 'The Real Glory', 'The Cowboy and the Lady', 'Ten North Frederick', 'The Naked Edge', 'City Streets', 'If I Had a Million', 'High Noon', 'Vera Cruz', 'The Fighting Seabees', 'The Wreck of the Mary Deare', 'Friendly Persuasion', 'The Westerner', 'They Came to Cordura', 'Hi Diddle Diddle', 'The Winning of Barbara Worth', 'Springfield Rifle', 'The 3rd Voice', 'Journey for Margaret', 'The Court-Martial of Billy Mitchell', 'For Whom the Bell Tolls', 'The Fountainhead', 'Distant Drums', 'T-Men', 'Design for Living', 'Desire', 'Sergeant York', 'Morocco', 'The Hanging Tree', 'Ball of Fire', 'Johnny Angel', 'Now and Forever', 'The Plainsman', 'Mr. Deeds Goes to Town', 'Casanova Brown', 'The General Died at Dawn', 'Meet John Doe', 'Saratoga Trunk', 'Mr. Lucky', 'Man of the West', 'Beau Geste', 'The High and the Mighty', 'North West Mounted Police', 'A Double Life', 'Dallas', 'Operator 13', 'Unconquered', 'Foreign Correspondent', 'The Lives of a Bengal Lancer', 'A Farewell to Arms', 'The Wedding Night', 'The Woman on Pier 13', 'Love in the Afternoon', 'One Sunday Afternoon', 'My Dear Secretary', 'Alice in Wonderland']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   The Story of Dr. Wassell --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       The Story of Dr. Wassell --[starred_actors]--> Gary Cooper --[No Operation]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.726716
Path Entropy(↓):  1.668213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by tom tryon were written by who
Start Entity:     Tom Tryon
Gold Answer:      [['Jonathan Latimer', 'William Durkee', 'Wendell Mayes', 'Robert Dozier', 'Henry Morton Robinson', 'James Bassett', 'Norman Corwin']]
Predicted Ans:    William Durkee
Predicted Path:   Tom Tryon --[(INV) starred_actors]--> The Unholy Wife --[written_by]--> William Durkee
Path (Raw):       Tom Tryon --[No Operation]--> Tom Tryon --[(INV) starred_actors]--> The Unholy Wife --[written_by]--> William Durkee
Neg LogProb(↓):   0.341844
Path Entropy(↓):  1.064497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of matthew robinson written films
Start Entity:     Matthew Robinson
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Matthew Robinson --[(INV) written_by]--> The Invention of Lying --[release_year]--> 2009
Path (Raw):       Matthew Robinson --[No Operation]--> Matthew Robinson --[(INV) written_by]--> The Invention of Lying --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by frank lovejoy
Start Entity:     Frank Lovejoy
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Frank Lovejoy --[(INV) starred_actors]--> I Was a Communist for the FBI --[has_genre]--> Drama
Path (Raw):       Frank Lovejoy --[No Operation]--> Frank Lovejoy --[(INV) starred_actors]--> I Was a Communist for the FBI --[has_genre]--> Drama
Neg LogProb(↓):   0.000172
Path Entropy(↓):  0.001664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did jimmy durante star in
Start Entity:     Jimmy Durante
Gold Answer:      [["Billy Rose's Jumbo", 'Hollywood Party', 'What! No Beer?', 'Two Sisters from Boston']]
Predicted Ans:    Two Sisters from Boston
Predicted Path:   Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston --[starred_actors]--> Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston
Path (Raw):       Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston --[starred_actors]--> Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston
Neg LogProb(↓):   0.685961
Path Entropy(↓):  0.993019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the decline of the american empire
Start Entity:     The Decline of the American Empire
Gold Answer:      [['2000', '2003', '1989', '2007']]
Predicted Ans:    2007
Predicted Path:   The Decline of the American Empire --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness --[release_year]--> 2007
Path (Raw):       The Decline of the American Empire --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness --[release_year]--> 2007
Neg LogProb(↓):   1.541231
Path Entropy(↓):  2.151421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the 5 fingers director
Start Entity:     5 Fingers
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   5 Fingers --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> All About Eve --[has_genre]--> Drama
Path (Raw):       5 Fingers --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> All About Eve --[has_genre]--> Drama
Neg LogProb(↓):   0.861066
Path Entropy(↓):  1.313413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the vicious kind
Start Entity:     The Vicious Kind
Gold Answer:      [['1980', '2009', '2008', '2003', '2010', '2006', '2012', '2011', '2013']]
Predicted Ans:    2009
Predicted Path:   The Vicious Kind --[starred_actors]--> J.K. Simmons --[(INV) starred_actors]--> The Vicious Kind --[release_year]--> 2009
Path (Raw):       The Vicious Kind --[starred_actors]--> J.K. Simmons --[(INV) starred_actors]--> The Vicious Kind --[release_year]--> 2009
Neg LogProb(↓):   0.600377
Path Entropy(↓):  1.137706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of robbie magasiva acted films
Start Entity:     Robbie Magasiva
Gold Answer:      [['Peter Burger']]
Predicted Ans:    Peter Burger
Predicted Path:   Robbie Magasiva --[(INV) starred_actors]--> The Tattooist --[directed_by]--> Peter Burger
Path (Raw):       Robbie Magasiva --[No Operation]--> Robbie Magasiva --[(INV) starred_actors]--> The Tattooist --[directed_by]--> Peter Burger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by arthur h. nadel
Start Entity:     Arthur H. Nadel
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Arthur H. Nadel --[(INV) directed_by]--> Clambake --[has_genre]--> Musical
Path (Raw):       Arthur H. Nadel --[No Operation]--> Arthur H. Nadel --[(INV) directed_by]--> Clambake --[has_genre]--> Musical
Neg LogProb(↓):   0.028393
Path Entropy(↓):  0.127698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film a life less ordinary
Start Entity:     A Life Less Ordinary
Gold Answer:      [['2008', '2003', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1995', '2001', '1989', '1996', '2012', '2011', '2013', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    2001
Predicted Path:   A Life Less Ordinary --[starred_actors]--> Delroy Lindo --[(INV) starred_actors]--> Heist --[release_year]--> 2001
Path (Raw):       A Life Less Ordinary --[starred_actors]--> Delroy Lindo --[(INV) starred_actors]--> Heist --[release_year]--> 2001
Neg LogProb(↓):   1.295291
Path Entropy(↓):  1.842282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of judi bowker starred movies
Start Entity:     Judi Bowker
Gold Answer:      [['Franco Zeffirelli']]
Predicted Ans:    Franco Zeffirelli
Predicted Path:   Judi Bowker --[(INV) starred_actors]--> Brother Sun, Sister Moon --[written_by]--> Franco Zeffirelli
Path (Raw):       Judi Bowker --[No Operation]--> Judi Bowker --[(INV) starred_actors]--> Brother Sun, Sister Moon --[written_by]--> Franco Zeffirelli
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote closed curtain
Start Entity:     Closed Curtain
Gold Answer:      [['Swedish', 'Russian']]
Predicted Ans:    Swedish
Predicted Path:   Closed Curtain --[written_by]--> Jafar Panahi --[(INV) written_by]--> Offside --[in_language]--> Swedish
Path (Raw):       Closed Curtain --[written_by]--> Jafar Panahi --[(INV) written_by]--> Offside --[in_language]--> Swedish
Neg LogProb(↓):   0.000572
Path Entropy(↓):  0.005561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jonathan katz written movies
Start Entity:     Jonathan Katz
Gold Answer:      [['David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Jonathan Katz --[(INV) written_by]--> House of Games --[directed_by]--> David Mamet
Path (Raw):       Jonathan Katz --[No Operation]--> Jonathan Katz --[(INV) written_by]--> House of Games --[directed_by]--> David Mamet
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed slither
Start Entity:     Slither
Gold Answer:      [['James Gunn']]
Predicted Ans:    Howard Zieff
Predicted Path:   Slither --[directed_by]--> Howard Zieff --[(INV) directed_by]--> The Dream Team --[directed_by]--> Howard Zieff
Path (Raw):       Slither --[directed_by]--> Howard Zieff --[(INV) directed_by]--> The Dream Team --[directed_by]--> Howard Zieff
Neg LogProb(↓):   0.088530
Path Entropy(↓):  0.327753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe the butterfly
Start Entity:     The Butterfly
Gold Answer:      [['french']]
Predicted Ans:    french
Predicted Path:   The Butterfly --[written_by]--> Philippe Muyl --[(INV) written_by]--> The Butterfly --[has_tags]--> french
Path (Raw):       The Butterfly --[written_by]--> Philippe Muyl --[(INV) written_by]--> The Butterfly --[has_tags]--> french
Neg LogProb(↓):   0.005020
Path Entropy(↓):  0.031539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in picture perfect also appears in which films
Start Entity:     Picture Perfect
Gold Answer:      [['The Woodsman', 'The Iron Giant', 'The Bounty Hunter', 'Murder in the First', 'He Said, She Said', 'Footloose', 'The Air Up There', 'Better Living', 'Super', 'Queens Logic', 'The Good Girl', 'Tremors', 'Dad', 'Moonstruck', "We're the Millers", 'Criminal Law', "She's Having a Baby", 'Dream for an Insomniac', 'Cloudburst', 'Cake', 'Speaking of Sex', 'Apollo 13', 'The Air I Breathe', 'Hollow Man', 'The Intended', "Jayne Mansfield's Car", 'Love Happens', 'The Switch', 'The Break-Up', 'Away from Her', 'Wanderlust', 'Leprechaun', 'Lonely Street', 'Just Go with It', 'Wild Things', 'A Few Good Men', 'Mystic River', 'Rumor Has It...', 'Rock Star', 'Elephant White', 'R.I.P.D.', "Mr. Holland's Opus", 'Management', 'Death Sentence', 'Taking Chance', 'Office Space', 'Cherry Falls', 'The Object of My Affection', 'Stir of Echoes', 'Pyrates', 'Trapped', 'Along Came Polly', 'Where the Truth Lies', 'Flatliners', 'The Big Picture', 'Quicksilver']]
Predicted Ans:    The Air I Breathe
Predicted Path:   Picture Perfect --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Air I Breathe
Path (Raw):       Picture Perfect --[starred_actors]--> Kevin Bacon --[No Operation]--> Kevin Bacon --[(INV) starred_actors]--> The Air I Breathe
Neg LogProb(↓):   1.212547
Path Entropy(↓):  2.265014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the mean season were in which genres
Start Entity:     The Mean Season
Gold Answer:      [['Western']]
Predicted Ans:    Thriller
Predicted Path:   The Mean Season --[directed_by]--> Phillip Borsos --[(INV) directed_by]--> The Mean Season --[has_genre]--> Thriller
Path (Raw):       The Mean Season --[directed_by]--> Phillip Borsos --[(INV) directed_by]--> The Mean Season --[has_genre]--> Thriller
Neg LogProb(↓):   0.001239
Path Entropy(↓):  0.009588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the film mobsters
Start Entity:     Mobsters
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mobsters --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Mobsters --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.434005
Path Entropy(↓):  4.619627
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hide in plain sight were in which genres
Start Entity:     Hide in Plain Sight
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Hide in Plain Sight --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[has_genre]--> Crime
Path (Raw):       Hide in Plain Sight --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[has_genre]--> Crime
Neg LogProb(↓):   0.159666
Path Entropy(↓):  0.649168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of ten
Start Entity:     Ten
Gold Answer:      [['Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Ten --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Homework --[directed_by]--> Abbas Kiarostami
Path (Raw):       Ten --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Homework --[directed_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.870711
Path Entropy(↓):  1.163725
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film alive were in which genres
Start Entity:     Alive
Gold Answer:      [['Family', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Alive --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[has_genre]--> Drama
Path (Raw):       Alive --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[has_genre]--> Drama
Neg LogProb(↓):   2.288333
Path Entropy(↓):  2.630365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by karen mok
Start Entity:     Karen Mok
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Karen Mok --[(INV) starred_actors]--> Black Mask --[in_language]--> English
Path (Raw):       Karen Mok --[No Operation]--> Karen Mok --[(INV) starred_actors]--> Black Mask --[in_language]--> English
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the price of milk also appears in which films
Start Entity:     The Price of Milk
Gold Answer:      [['Pathfinder', 'Dredd', 'Out of the Blue', 'Siam Sunset', 'And Soon the Darkness', 'Separation City', 'Star Trek Into Darkness']]
Predicted Ans:    And Soon the Darkness
Predicted Path:   The Price of Milk --[starred_actors]--> Karl Urban --[(INV) starred_actors]--> And Soon the Darkness
Path (Raw):       The Price of Milk --[starred_actors]--> Karl Urban --[No Operation]--> Karl Urban --[(INV) starred_actors]--> And Soon the Darkness
Neg LogProb(↓):   0.569553
Path Entropy(↓):  1.163909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of this is the night
Start Entity:     This Is the Night
Gold Answer:      [['Lucky Jordan']]
Predicted Ans:    This Is the Night
Predicted Path:   This Is the Night --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night
Path (Raw):       This Is the Night --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[No Operation]--> This Is the Night
Neg LogProb(↓):   0.018385
Path Entropy(↓):  0.091036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did larry forrester write the story for
Start Entity:     Larry Forrester
Gold Answer:      [['Fathom']]
Predicted Ans:    Fathom
Predicted Path:   Larry Forrester --[(INV) written_by]--> Fathom --[written_by]--> Larry Forrester --[(INV) written_by]--> Fathom
Path (Raw):       Larry Forrester --[(INV) written_by]--> Fathom --[written_by]--> Larry Forrester --[(INV) written_by]--> Fathom
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by monique gabrielle
Start Entity:     Monique Gabrielle
Gold Answer:      [['Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Monique Gabrielle --[(INV) starred_actors]--> Amazon Women on the Moon --[has_genre]--> Comedy
Path (Raw):       Monique Gabrielle --[No Operation]--> Monique Gabrielle --[(INV) starred_actors]--> Amazon Women on the Moon --[has_genre]--> Comedy
Neg LogProb(↓):   0.055271
Path Entropy(↓):  0.209472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by michael jacoby released
Start Entity:     Michael Jacoby
Gold Answer:      [['1968', '1936']]
Predicted Ans:    1968
Predicted Path:   Michael Jacoby --[(INV) written_by]--> The Charge of the Light Brigade --[release_year]--> 1968
Path (Raw):       Michael Jacoby --[No Operation]--> Michael Jacoby --[(INV) written_by]--> The Charge of the Light Brigade --[release_year]--> 1968
Neg LogProb(↓):   0.489020
Path Entropy(↓):  0.667283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of fata morgana
Start Entity:     Fata Morgana
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Fata Morgana --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[directed_by]--> Werner Herzog
Path (Raw):       Fata Morgana --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.476969
Path Entropy(↓):  1.190820
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by charles b. griffith
Start Entity:     Charles B. Griffith
Gold Answer:      [['A Bucket of Blood', 'The Little Shop of Horrors', 'Beast from Haunted Cave', 'Attack of the Crab Monsters', 'Not of This Earth', 'Creature from the Haunted Sea']]
Predicted Ans:    The Little Shop of Horrors
Predicted Path:   Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors
Path (Raw):       Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors
Neg LogProb(↓):   2.150786
Path Entropy(↓):  3.342545
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in murder on the orient express
Start Entity:     Murder on the Orient Express
Gold Answer:      [['Alan Sillitoe', 'Carol Sobieski', 'Michael Wadleigh', 'Whitley Strieber', 'Michael Crichton', 'Thomas Meehan', 'Frederic Raphael', 'Shane Connaughton', 'Daniel Wallace', 'Harold Gray', 'Kelly Masterson', 'Charles Dickens', 'Peter Mayle', 'Terence Rattigan', 'Guy Gallo', 'Malcolm Lowry', 'Ronald Harwood', 'John August', 'Leslie Bricusse', 'Josephine Humphreys', 'Neville Smith', 'Will Gluck', 'Bo Goldman']]
Predicted Ans:    Peter Mayle
Predicted Path:   Murder on the Orient Express --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> A Good Year --[written_by]--> Peter Mayle
Path (Raw):       Murder on the Orient Express --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> A Good Year --[written_by]--> Peter Mayle
Neg LogProb(↓):   0.442348
Path Entropy(↓):  1.141048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of a night to remember starred who
Start Entity:     A Night to Remember
Gold Answer:      [['Robert Young', 'Ingrid Pitt', 'Madeline Smith', 'Irene Miracle', 'Dennis Waterman', 'Jenny Hanley', 'Hugh Bonneville', 'John Carradine', 'Eleonora Giorgi', 'Leigh McCloskey', 'Janet Gaynor', 'Richard Widmark', 'Shirley Temple', 'Daria Nicolodi', 'Roland Young', 'Bette Davis', 'Paulette Goddard', 'Peter Cushing', 'Christopher Lee', 'Ian McKellen', 'John Agar', 'Robert Ryan', 'Natasha Richardson', 'Sarah Roemer', 'Marilyn Monroe', 'Anna Massey', 'Daniel Massey', 'Mike Pratt', 'Rhonda Fleming', 'Vincent Price']]
Predicted Ans:    Christopher Lee
Predicted Path:   A Night to Remember --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Scars of Dracula --[starred_actors]--> Christopher Lee
Path (Raw):       A Night to Remember --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Scars of Dracula --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.786132
Path Entropy(↓):  1.527318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of kaho naa... pyaar hai
Start Entity:     Kaho Naa... Pyaar Hai
Gold Answer:      [['Rakesh Roshan', 'Sachin Bhowmick', 'Ravi Kapoor']]
Predicted Ans:    Rakesh Roshan
Predicted Path:   Kaho Naa... Pyaar Hai --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Krrish --[written_by]--> Rakesh Roshan
Path (Raw):       Kaho Naa... Pyaar Hai --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Krrish --[written_by]--> Rakesh Roshan
Neg LogProb(↓):   0.395085
Path Entropy(↓):  1.070670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the second time around
Start Entity:     The Second Time Around
Gold Answer:      [['James Gunn', 'William J. Makin', 'George Kelly', 'Harry Kurnitz', 'Elizabeth von Arnim', 'John Patrick', 'George Oppenheimer', 'John Van Druten', 'Herbert Dalmas', 'Ivan Goff', 'Ben Roberts', 'Roy Huggins']]
Predicted Ans:    Elizabeth von Arnim
Predicted Path:   The Second Time Around --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[written_by]--> Elizabeth von Arnim
Path (Raw):       The Second Time Around --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[written_by]--> Elizabeth von Arnim
Neg LogProb(↓):   0.026159
Path Entropy(↓):  0.155788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by gary sinise were released in which years
Start Entity:     Gary Sinise
Gold Answer:      [['1992', '1939']]
Predicted Ans:    1992
Predicted Path:   Gary Sinise --[(INV) directed_by]--> Of Mice and Men --[release_year]--> 1992
Path (Raw):       Gary Sinise --[No Operation]--> Gary Sinise --[(INV) directed_by]--> Of Mice and Men --[release_year]--> 1992
Neg LogProb(↓):   0.227118
Path Entropy(↓):  0.505578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in shattered glass also appears in which movies
Start Entity:     Shattered Glass
Gold Answer:      [['Green Lantern', 'Orphan', "Boys Don't Cry", 'Kinsey', 'The Center of the World', 'Vanishing on 7th Street', 'The Skeleton Key', 'American Heist', 'Flightplan', 'The Killing Room', 'Demonlover', 'Empire', 'Awake', 'Mr. Nice', 'Jumper', 'New York, I Love You', 'Jarhead', 'The Last Days of Disco', 'Night Moves', 'Barry Munday', 'The Mysteries of Pittsburgh', 'The Brown Bunny', 'Takers', 'Lovelace', 'The Wait']]
Predicted Ans:    Barry Munday
Predicted Path:   Shattered Glass --[starred_actors]--> Chloë Sevigny --[(INV) starred_actors]--> Barry Munday
Path (Raw):       Shattered Glass --[starred_actors]--> Chloë Sevigny --[No Operation]--> Chloë Sevigny --[(INV) starred_actors]--> Barry Munday
Neg LogProb(↓):   0.643711
Path Entropy(↓):  1.307752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did ferid boughedir direct
Start Entity:     Férid Boughedir
Gold Answer:      [['A Summer in La Goulette']]
Predicted Ans:    A Summer in La Goulette
Predicted Path:   Férid Boughedir --[(INV) directed_by]--> A Summer in La Goulette --[directed_by]--> Férid Boughedir --[(INV) directed_by]--> A Summer in La Goulette
Path (Raw):       Férid Boughedir --[(INV) directed_by]--> A Summer in La Goulette --[directed_by]--> Férid Boughedir --[(INV) directed_by]--> A Summer in La Goulette
Neg LogProb(↓):   0.022129
Path Entropy(↓):  0.106040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by sublime writers
Start Entity:     Sublime
Gold Answer:      [['Drama', 'History', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Sublime --[written_by]--> Erik Jendresen --[(INV) written_by]--> Sublime --[has_genre]--> Horror
Path (Raw):       Sublime --[written_by]--> Erik Jendresen --[(INV) written_by]--> Sublime --[has_genre]--> Horror
Neg LogProb(↓):   0.008864
Path Entropy(↓):  0.050531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films did kazui nihonmatsu direct
Start Entity:     Kazui Nihonmatsu
Gold Answer:      [['The X from Outer Space']]
Predicted Ans:    The X from Outer Space
Predicted Path:   Kazui Nihonmatsu --[(INV) directed_by]--> The X from Outer Space --[directed_by]--> Kazui Nihonmatsu --[(INV) directed_by]--> The X from Outer Space
Path (Raw):       Kazui Nihonmatsu --[(INV) directed_by]--> The X from Outer Space --[directed_by]--> Kazui Nihonmatsu --[(INV) directed_by]--> The X from Outer Space
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the tingler
Start Entity:     The Tingler
Gold Answer:      [['Charles Herbert', 'Eugenie Leontovich', 'Geoffrey Rush', 'Alan Bunce', 'Patricia Breslin', 'Judi Meredith', 'Glenn Corbett', 'Hayden Rorke', 'Barbara Stanwyck', 'Marcel Marceau', 'John Ireland', 'William Prince', 'Diane Baker', 'Jim Backus', 'Joan Crawford', 'Jacqueline Scott', 'Christine White', 'Robert Taylor', 'Famke Janssen', 'Taye Diggs', 'Richard Denning', 'Dennis Morgan', 'Paula Raymond', "Chris O'Brien", 'Vincent Price']]
Predicted Ans:    Jim Backus
Predicted Path:   The Tingler --[directed_by]--> William Castle --[(INV) directed_by]--> Macabre --[starred_actors]--> Jim Backus
Path (Raw):       The Tingler --[directed_by]--> William Castle --[(INV) directed_by]--> Macabre --[starred_actors]--> Jim Backus
Neg LogProb(↓):   0.414633
Path Entropy(↓):  1.281058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of tim grayem written movies
Start Entity:     Tim Grayem
Gold Answer:      [['Aaron Norris']]
Predicted Ans:    Aaron Norris
Predicted Path:   Tim Grayem --[(INV) written_by]--> Top Dog --[directed_by]--> Aaron Norris
Path (Raw):       Tim Grayem --[No Operation]--> Tim Grayem --[(INV) written_by]--> Top Dog --[directed_by]--> Aaron Norris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the offence were released in which years
Start Entity:     The Offence
Gold Answer:      [['1985', '1996', '1965']]
Predicted Ans:    1965
Predicted Path:   The Offence --[written_by]--> John Hopkins --[(INV) written_by]--> Thunderball --[release_year]--> 1965
Path (Raw):       The Offence --[written_by]--> John Hopkins --[(INV) written_by]--> Thunderball --[release_year]--> 1965
Neg LogProb(↓):   0.199567
Path Entropy(↓):  0.669307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in pola x also appears in which movies
Start Entity:     Pola X
Gold Answer:      [['Repulsion', 'A Talking Picture', 'Place Vendôme', 'My Favorite Season', 'Indochine', 'Mayerling', 'Donkey Skin', 'Belle de Jour', 'A Christmas Tale', 'March or Die', 'The Umbrellas of Cherbourg', 'The Musketeer', 'Hustle', 'Thieves', '8 Women', 'Dancer in the Dark', 'Mississippi Mermaid', 'A Loving Father', 'The Young Girls of Rochefort', 'The Hunger', 'The April Fools', 'Changing Times', 'The Convent', 'Potiche', 'The Girl on the Train', 'The Last Metro', 'Tristana']]
Predicted Ans:    The Last Metro
Predicted Path:   Pola X --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro
Path (Raw):       Pola X --[starred_actors]--> Catherine Deneuve --[No Operation]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro
Neg LogProb(↓):   1.276177
Path Entropy(↓):  2.090828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote babylon a. d.
Start Entity:     Babylon A.D.
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Babylon A.D. --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[in_language]--> French
Path (Raw):       Babylon A.D. --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[in_language]--> French
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the return
Start Entity:     The Return
Gold Answer:      [['2001', '2010', '2014', '2011', '2007']]
Predicted Ans:    2010
Predicted Path:   The Return --[directed_by]--> Asif Kapadia --[(INV) directed_by]--> Senna --[release_year]--> 2010
Path (Raw):       The Return --[directed_by]--> Asif Kapadia --[(INV) directed_by]--> Senna --[release_year]--> 2010
Neg LogProb(↓):   0.933269
Path Entropy(↓):  1.065937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of bat * 21
Start Entity:     Bat*21
Gold Answer:      [['Rob Lowe', 'Emilie de Ravin', 'Gary Cooper', 'Cynthia Gibb', 'Ivan Sergei', 'Patrick Swayze']]
Predicted Ans:    Gary Cooper
Predicted Path:   Bat*21 --[directed_by]--> Peter Markle --[(INV) directed_by]--> High Noon --[starred_actors]--> Gary Cooper
Path (Raw):       Bat*21 --[directed_by]--> Peter Markle --[(INV) directed_by]--> High Noon --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.004177
Path Entropy(↓):  0.032116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie just cause released
Start Entity:     Just Cause
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Just Cause --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Just Cause --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   3.564124
Path Entropy(↓):  4.724152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of volunteers
Start Entity:     Volunteers
Gold Answer:      [['Mary Steenburgen', 'Shashi Kapoor', 'David Warner', 'Pierce Brosnan', 'Mikhail Baryshnikov', 'Saeed Jaffrey', 'Gene Hackman', 'Malcolm McDowell', 'Jason Robards', 'Steve Guttenberg', 'JoBeth Williams', 'John Cullum']]
Predicted Ans:    Jason Robards
Predicted Path:   Volunteers --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> The Day After --[starred_actors]--> Jason Robards
Path (Raw):       Volunteers --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> The Day After --[starred_actors]--> Jason Robards
Neg LogProb(↓):   0.266033
Path Entropy(↓):  0.796896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the immortals actors
Start Entity:     The Immortals
Gold Answer:      [['Jon Gunn', 'Nikolai Gogol', 'Joseph Stone', 'Gerold Frank', 'Sam Hellman', 'Frank Moorhouse', 'Didier Van Cauwelaert', 'Phillip Rhee', 'Scott Frank', 'James Lee Burke', 'Harley Peyton', 'Ira Wallach', 'Ernest Lehman', 'Beth Henley', 'Clifford Odets', 'Blake Edwards', 'Djordje Milicevic', 'Edward Bunker', 'Norman Panama', 'Melissa Painter', 'Billy Wilder', 'Gladys Lehman', 'Christopher Nolan', 'Jonathan Nolan', 'Alan Rudolph', 'F. Scott Fitzgerald', 'Nedrick Young', 'Leo Rosten', 'Kevin Tenney', 'Victor Salva', 'Roy Huggins', 'William R. Lipman', 'Damon Runyon', 'Helen Gurley Brown', 'Mike Myers', 'Maurice Richlin', 'Graham Masterton', 'Andrew Davis', 'George Axelrod', 'Harold Jacob Smith', 'William D. Wittliff', 'Wesley Strick', 'Arthur A. Ross', 'Robert Benton', 'Richard Russo', 'Walter Bernstein', 'Mae West', 'Max Catto', 'Paul Zindel', 'Paul King', 'Stanley Shapiro', 'Melvin Frank', 'Akira Kurosawa', "Liam O'Brien", 'Leo Gordon', 'Vincent Patrick', 'Harold Pinter', 'John Hughes', 'Bob Fosse', 'Larry Cohen', 'Herbert Baker', 'Teresa Carpenter', 'John Pogue', 'Edison Marshall']]
Predicted Ans:    Victor Salva
Predicted Path:   The Immortals --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[written_by]--> Victor Salva
Path (Raw):       The Immortals --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[written_by]--> Victor Salva
Neg LogProb(↓):   0.604345
Path Entropy(↓):  0.748045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by josh caldwell in
Start Entity:     Josh Caldwell
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Josh Caldwell --[(INV) starred_actors]--> 10 MPH --[has_genre]--> Documentary
Path (Raw):       Josh Caldwell --[No Operation]--> Josh Caldwell --[(INV) starred_actors]--> 10 MPH --[has_genre]--> Documentary
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with victor sjostrom
Start Entity:     Victor Sjöström
Gold Answer:      [['Gunnar Björnstrand', 'Ingrid Thulin', 'Astrid Holm', 'Tore Svennberg', 'Hilda Borgström', 'Bibi Andersson']]
Predicted Ans:    Hilda Borgström
Predicted Path:   Victor Sjöström --[(INV) starred_actors]--> The Phantom Carriage --[starred_actors]--> Hilda Borgström
Path (Raw):       Victor Sjöström --[No Operation]--> Victor Sjöström --[(INV) starred_actors]--> The Phantom Carriage --[starred_actors]--> Hilda Borgström
Neg LogProb(↓):   0.046539
Path Entropy(↓):  0.214571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of private confessions starred who
Start Entity:     Private Confessions
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Cary Grant', 'Robert Montgomery', 'Tallulah Bankhead', 'Bibi Andersson', 'Viggo Mortensen', 'Elizabeth Taylor', 'Liv Ullmann', 'Erland Josephson', 'Ingrid Bergman', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Michael Fassbender', 'Bengt Ekerot', 'Gunnel Lindblom', 'Lena Nyman', 'Katharine Isabelle', 'Diana Rigg', 'Len Cariou']]
Predicted Ans:    Liv Ullmann
Predicted Path:   Private Confessions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Path (Raw):       Private Confessions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Neg LogProb(↓):   0.642717
Path Entropy(↓):  1.181854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the nude bomb
Start Entity:     The Nude Bomb
Gold Answer:      [['1997', '2009', '1938', '1999', '1981', '1984']]
Predicted Ans:    1997
Predicted Path:   The Nude Bomb --[directed_by]--> Clive Donner --[(INV) directed_by]--> A Christmas Carol --[release_year]--> 1997
Path (Raw):       The Nude Bomb --[directed_by]--> Clive Donner --[(INV) directed_by]--> A Christmas Carol --[release_year]--> 1997
Neg LogProb(↓):   1.001272
Path Entropy(↓):  1.937780
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by william f. brown release
Start Entity:     William F. Brown
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   William F. Brown --[(INV) written_by]--> The Wiz --[release_year]--> 1978
Path (Raw):       William F. Brown --[No Operation]--> William F. Brown --[(INV) written_by]--> The Wiz --[release_year]--> 1978
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jerry lacy
Start Entity:     Jerry Lacy
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Jerry Lacy --[(INV) starred_actors]--> Play It Again, Sam --[written_by]--> Woody Allen
Path (Raw):       Jerry Lacy --[No Operation]--> Jerry Lacy --[(INV) starred_actors]--> Play It Again, Sam --[written_by]--> Woody Allen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of spirits of the dead starred who
Start Entity:     Spirits of the Dead
Gold Answer:      [['George Hamilton', 'Mario Pisu', 'Jack Holt', 'Aldo Fabrizi', 'Kate Beckinsale', 'Gianfranco Bellini', 'Elizabeth Shepherd', 'Dorothy Burgess', 'Jane Fonda', 'John Cusack', 'Jeanne Moreau', 'Jim Sturgess', 'Richard Basehart', 'Anthony Quinn', 'Franco Fabrizi', 'Valentina Cortese', 'Franco Interlenghi', 'Marcello Mastroianni', 'Karl Malden', 'Broderick Crawford', 'Geneviève Bujold', 'Bela Lugosi', 'Alice Eve', 'Luke Evans', 'Alexandra Stewart', 'Therese Giehse', 'Cathryn Harrison', 'Maurice Ronet', 'Brendan Gleeson', 'John McMartin', 'David Thewlis', 'Adrienne Barbeau', 'Shirley MacLaine', 'Claude Dauphin', 'Ricardo Montalban', 'Brigitte Bardot', 'Susan Sarandon', 'Mark Damon', 'Myrna Fahey', 'Harry Ellerbe', 'Boris Karloff', 'Luigi Pistilli', 'Edwige Fenech', 'Anita Strindberg', 'Vincent Price', 'Federico Fellini', 'Lon Chaney Jr.', 'Sandra Milo', 'Alberto Sordi', 'Leopoldo Trieste', 'Giulietta Masina', 'Debra Paget', 'Brunella Bovo', 'Peppino De Filippo', 'Keith Carradine', 'Carla Del Poggio', 'Joe Dallesandro', 'Fay Wray', 'Peter Lorre', 'Brooke Shields', 'Marie Dubois']]
Predicted Ans:    Anita Strindberg
Predicted Path:   Spirits of the Dead --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[starred_actors]--> Anita Strindberg
Path (Raw):       Spirits of the Dead --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[starred_actors]--> Anita Strindberg
Neg LogProb(↓):   0.513707
Path Entropy(↓):  1.528049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the kidnapping of the president
Start Entity:     The Kidnapping of the President
Gold Answer:      [['Claude Anet', 'Irma von Cube', 'Richard Robinson', 'Alan Caillou', 'Jeffrey M. Sneller', 'Stephen Lodge', 'Miklós László', 'Bernard Gordon', 'Rod Serling', 'Melville Shavelson', 'Neil Jordan', 'Philip Yordan', 'Philip MacDonald', 'Roderick Taylor', 'Marcia Davenport', 'Nevil Shute', 'Joseph Kessel', 'Albert Lewin', 'Stephen King', 'Julius J. Epstein', 'Philip G. Epstein', 'John Lee Mahin', 'Helen Deutsch', 'Leopold Atlas', 'Peter Hyams', 'Polan Banks', 'Mario Puzo', 'Scott Teems', 'William Gay', 'Wilson Collison', 'William Wister Haines', 'William R. Laidlaw', 'Sonya Levien', 'John Masters', 'Isobel Lennart', 'Terence Young', 'Michel Arnold', 'Tennessee Williams', 'Claire Denis', 'Alan Jay Lerner', 'Jerome Kern', 'Oscar Hammerstein II', 'Graham Greene', 'Richard Brooks', 'Joseph L. Mankiewicz', 'Aleksandr Gordon', 'Ernest Hemingway', 'Talbot Jennings', 'John Paxton', 'Peter Viertel', 'Robert Pirosh', 'Andrei Tarkovsky', 'George Froeschel', 'Jan Lustig', 'F. Scott Fitzgerald', 'Nigel Balchin', 'Edna Ferber', 'Ivan Moffat', 'John Grisham', 'Thomas Malory', 'Brian Taggert', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Herman Wouk', 'Frederick Nebel', 'Robert Guédiguian', 'John Huston', 'Casey Robinson', 'William Shatner', 'Leslie Stevens', 'George Fox', 'Michael Sloane', 'Charles Beaumont', 'Lane Slate', 'Charles W. Bailey II', 'Fletcher Knebel', 'Robert Hamer', 'Ted W. Lawson', 'Noel Langley', 'Marguerite Roberts', 'Mort Lachman', 'Anthony Veiller', 'Dalton Trumbo', 'Norman Krasna', 'Robert Thom']]
Predicted Ans:    Leslie Stevens
Predicted Path:   The Kidnapping of the President --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[written_by]--> Leslie Stevens
Path (Raw):       The Kidnapping of the President --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[written_by]--> Leslie Stevens
Neg LogProb(↓):   0.022401
Path Entropy(↓):  0.133402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did astrid meyerfeldt star in
Start Entity:     Astrid Meyerfeldt
Gold Answer:      [['Wolfsburg']]
Predicted Ans:    The Princess and the Warrior
Predicted Path:   Astrid Meyerfeldt --[(INV) starred_actors]--> Wolfsburg --[starred_actors]--> Benno Fürmann --[(INV) starred_actors]--> The Princess and the Warrior
Path (Raw):       Astrid Meyerfeldt --[(INV) starred_actors]--> Wolfsburg --[starred_actors]--> Benno Fürmann --[(INV) starred_actors]--> The Princess and the Warrior
Neg LogProb(↓):   0.001861
Path Entropy(↓):  0.014886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films exodus are written by who
Start Entity:     Exodus
Gold Answer:      [['Andrew Solt', 'George Bernard Shaw', 'Guy Endore', 'Elaine May', 'Lois Gould', 'N. Richard Nash', 'Philip Dunne', 'Robert Dozier', 'Henry Morton Robinson', 'Tom Stoppard', 'Samuel Hoffenstein', 'Françoise Sagan', 'Frank Fenton', 'F. Hugh Herbert', 'John D. Voelker', 'Kathleen Winsor', 'Jerome Cady', 'Harry Kleiner', 'DuBose Heyward', 'Thomas C. Ryan', 'Dorothy Heyward', 'Bert Gilden', 'Robert E. Kent', 'Victor Trivas', 'Samson Raphaelson', 'Wendell Mayes', 'James Bassett', 'Doran William Cannon', 'Oscar Hammerstein II', 'Jay Dratler', 'Graham Greene', 'Walter Newman', 'Lewis Meltzer', 'Frank P. Rosenberg', 'Ben Hecht', 'Nelson Algren', 'David Hertz', 'Elizabeth Janeway', 'William L. Stuart', 'Horton Foote', 'Vera Caspary', 'Arthur Laurents', 'Louis Lantz']]
Predicted Ans:    Ben Hecht
Predicted Path:   Exodus --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[written_by]--> Ben Hecht
Path (Raw):       Exodus --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.541412
Path Entropy(↓):  1.416760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of keys to tulsa
Start Entity:     Keys to Tulsa
Gold Answer:      [['Fluke', 'Harvard Man', 'The Waterdance', 'The Prophecy', 'The Music of Chance', 'Some Kind of Wonderful', 'Speaking of Sex', 'Mask', 'True Colors', 'The Fly II', 'Crash', 'Bad Influence', 'Killing Zoe', 'Supernova', 'Mr. Jealousy', 'The Rachel Papers', 'Mannequin', 'Storyville', 'Secretary', 'Critical Care', 'Anaconda', 'Sleep with Me', 'Naked in New York', 'Fort McCoy', 'White Palace', 'Wolf', 'Alien Hunter', 'Tuff Turf', 'Stargate', 'Less Than Zero', 'Memphis Belle', 'The Pentagon Papers', 'The Watcher', 'The Passion of Ayn Rand', 'Dream Lover', "Jack's Back"]]
Predicted Ans:    Crash
Predicted Path:   Keys to Tulsa --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash
Path (Raw):       Keys to Tulsa --[starred_actors]--> James Spader --[No Operation]--> James Spader --[(INV) starred_actors]--> Crash
Neg LogProb(↓):   0.637151
Path Entropy(↓):  1.466948
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is v / h / s
Start Entity:     V/H/S
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   V/H/S --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       V/H/S --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.846421
Path Entropy(↓):  4.138593
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lauren currie lewis starred movies
Start Entity:     Lauren Currie Lewis
Gold Answer:      [['Lawrence Gough']]
Predicted Ans:    Lawrence Gough
Predicted Path:   Lauren Currie Lewis --[(INV) starred_actors]--> Salvage --[directed_by]--> Lawrence Gough
Path (Raw):       Lauren Currie Lewis --[No Operation]--> Lauren Currie Lewis --[(INV) starred_actors]--> Salvage --[directed_by]--> Lawrence Gough
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was leon ford a writer on
Start Entity:     Leon Ford
Gold Answer:      [['Griff the Invisible']]
Predicted Ans:    Griff the Invisible
Predicted Path:   Leon Ford --[(INV) written_by]--> Griff the Invisible --[written_by]--> Leon Ford --[(INV) written_by]--> Griff the Invisible
Path (Raw):       Leon Ford --[(INV) written_by]--> Griff the Invisible --[written_by]--> Leon Ford --[(INV) written_by]--> Griff the Invisible
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of there's a girl in my soup
Start Entity:     There's a Girl in My Soup
Gold Answer:      [['The Out-of-Towners', "I'm All Right Jack", 'Foul Play', 'The First Wives Club', 'The Party', 'The Pink Panther', '$', 'The Battle of the Sexes', 'Protocol', 'The Prisoner of Zenda', 'Deceived', 'Seems Like Old Times', 'Private Benjamin', 'Best Friends', 'Revenge of the Pink Panther', 'Hoffman', 'The Ladykillers', 'Wildcats', 'The Banger Sisters', 'Being There', 'After the Fox', 'The Bobo', 'The Mouse That Roared', 'The Sugarland Express', 'Swing Shift', 'CrissCross', 'The Magic Christian', 'Butterflies Are Free', 'Cactus Flower', 'Death Becomes Her', 'Bird on a Wire', 'The Wrong Arm of the Law', 'Trail of the Pink Panther', 'Casino Royale', 'A Shot in the Dark', 'Overboard', 'Shampoo', 'The World of Henry Orient', 'The Return of the Pink Panther', 'The Fiendish Plot of Dr. Fu Manchu']]
Predicted Ans:    There's a Girl in My Soup
Predicted Path:   There's a Girl in My Soup --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup
Path (Raw):       There's a Girl in My Soup --[starred_actors]--> Goldie Hawn --[No Operation]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup
Neg LogProb(↓):   0.663360
Path Entropy(↓):  1.563018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by john hopkins
Start Entity:     John Hopkins
Gold Answer:      [['Sean Connery', 'Vivien Merchant', 'Eric Lloyd', 'Jason Alexander', 'Ian Bannen', 'Trevor Howard', 'Rupert Everett', 'Faye Dunaway', 'Michael Caine']]
Predicted Ans:    Michael Caine
Predicted Path:   John Hopkins --[(INV) written_by]--> The Holcroft Covenant --[starred_actors]--> Michael Caine
Path (Raw):       John Hopkins --[No Operation]--> John Hopkins --[(INV) written_by]--> The Holcroft Covenant --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.507210
Path Entropy(↓):  0.755702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by dudley nichols
Start Entity:     Dudley Nichols
Gold Answer:      [['Spanish']]
Predicted Ans:    john ford
Predicted Path:   Dudley Nichols --[(INV) written_by]--> The Informer --[has_tags]--> john ford
Path (Raw):       Dudley Nichols --[No Operation]--> Dudley Nichols --[(INV) written_by]--> The Informer --[has_tags]--> john ford
Neg LogProb(↓):   0.284970
Path Entropy(↓):  0.751709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film the wedding singer were released in which years
Start Entity:     The Wedding Singer
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '1974', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    2004
Predicted Path:   The Wedding Singer --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       The Wedding Singer --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   0.392870
Path Entropy(↓):  1.113711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of benny's video
Start Entity:     Benny's Video
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Benny's Video --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       Benny's Video --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.323008
Path Entropy(↓):  4.800039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by sujoy ghosh
Start Entity:     Sujoy Ghosh
Gold Answer:      [['Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Sujoy Ghosh --[(INV) written_by]--> Kahaani --[has_genre]--> Thriller
Path (Raw):       Sujoy Ghosh --[No Operation]--> Sujoy Ghosh --[(INV) written_by]--> Kahaani --[has_genre]--> Thriller
Neg LogProb(↓):   0.000041
Path Entropy(↓):  0.000479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by jeff abugov release
Start Entity:     Jeff Abugov
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Jeff Abugov --[(INV) written_by]--> The Mating Habits of the Earthbound Human --[release_year]--> 1999
Path (Raw):       Jeff Abugov --[No Operation]--> Jeff Abugov --[(INV) written_by]--> The Mating Habits of the Earthbound Human --[release_year]--> 1999
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of i was a male war bride
Start Entity:     I Was a Male War Bride
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   I Was a Male War Bride --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       I Was a Male War Bride --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.292430
Path Entropy(↓):  3.551321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie eat drink man woman
Start Entity:     Eat Drink Man Woman
Gold Answer:      [['ang lee']]
Predicted Ans:    jake gyllenhaal
Predicted Path:   Eat Drink Man Woman --[has_tags]--> ang lee --[(INV) has_tags]--> Brokeback Mountain --[has_tags]--> jake gyllenhaal
Path (Raw):       Eat Drink Man Woman --[has_tags]--> ang lee --[(INV) has_tags]--> Brokeback Mountain --[has_tags]--> jake gyllenhaal
Neg LogProb(↓):   0.037649
Path Entropy(↓):  0.192171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of revolver
Start Entity:     Revolver
Gold Answer:      [['Guy Ritchie', 'Lina Wertmüller']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Revolver --[written_by]--> Guy Ritchie --[(INV) written_by]--> Swept Away --[directed_by]--> Lina Wertmüller
Path (Raw):       Revolver --[written_by]--> Guy Ritchie --[(INV) written_by]--> Swept Away --[directed_by]--> Lina Wertmüller
Neg LogProb(↓):   0.014075
Path Entropy(↓):  0.078230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of transporter 2
Start Entity:     Transporter 2
Gold Answer:      [['Jason Statham', 'Edward Norton', 'Isla Fisher', 'Liv Tyler', 'Tim Roth', 'William Hurt', 'Woody Harrelson', 'Morgan Freeman', 'Sam Worthington', 'Jesse Eisenberg', 'Mark Ruffalo', 'Bob Hoskins', 'Jet Li', 'Kerry Condon']]
Predicted Ans:    Jason Statham
Predicted Path:   Transporter 2 --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> The Transporter --[starred_actors]--> Jason Statham
Path (Raw):       Transporter 2 --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> The Transporter --[starred_actors]--> Jason Statham
Neg LogProb(↓):   0.635933
Path Entropy(↓):  0.717151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of expired
Start Entity:     Expired
Gold Answer:      [['Cecilia Miniucchi']]
Predicted Ans:    Cecilia Miniucchi
Predicted Path:   Expired --[written_by]--> Cecilia Miniucchi --[(INV) written_by]--> Expired --[written_by]--> Cecilia Miniucchi
Path (Raw):       Expired --[written_by]--> Cecilia Miniucchi --[(INV) written_by]--> Expired --[written_by]--> Cecilia Miniucchi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of paddington
Start Entity:     Paddington
Gold Answer:      [['Edward Hogg', 'Simon Farnaby']]
Predicted Ans:    Edward Hogg
Predicted Path:   Paddington --[directed_by]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[starred_actors]--> Edward Hogg
Path (Raw):       Paddington --[directed_by]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[starred_actors]--> Edward Hogg
Neg LogProb(↓):   0.285122
Path Entropy(↓):  0.560406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for throw momma from the train
Start Entity:     Throw Momma from the Train
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Throw Momma from the Train --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Throw Momma from the Train --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.428142
Path Entropy(↓):  4.583024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of james drought written movies
Start Entity:     James Drought
Gold Answer:      [['John Frankenheimer']]
Predicted Ans:    John Frankenheimer
Predicted Path:   James Drought --[(INV) written_by]--> The Gypsy Moths --[directed_by]--> John Frankenheimer
Path (Raw):       James Drought --[No Operation]--> James Drought --[(INV) written_by]--> The Gypsy Moths --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie blessed event released
Start Entity:     Blessed Event
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Blessed Event --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Path (Raw):       Blessed Event --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Neg LogProb(↓):   1.879894
Path Entropy(↓):  3.366261
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film lucia, lucia were in which languages
Start Entity:     Lucía, Lucía
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Lucía, Lucía --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[in_language]--> Spanish
Path (Raw):       Lucía, Lucía --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[in_language]--> Spanish
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by eva mendes
Start Entity:     eva mendes
Gold Answer:      [['The Other Guys', 'The Spirit', 'Ghost Rider', 'Hitch', '2 Fast 2 Furious', 'Last Night']]
Predicted Ans:    Hitch
Predicted Path:   eva mendes --[(INV) has_tags]--> Hitch --[has_tags]--> kevin james --[(INV) has_tags]--> Hitch
Path (Raw):       eva mendes --[(INV) has_tags]--> Hitch --[has_tags]--> kevin james --[(INV) has_tags]--> Hitch
Neg LogProb(↓):   0.099248
Path Entropy(↓):  0.322272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the gamer director release
Start Entity:     Gamer
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Gamer --[directed_by]--> Brian Taylor --[(INV) directed_by]--> Crank --[release_year]--> 2006
Path (Raw):       Gamer --[directed_by]--> Brian Taylor --[(INV) directed_by]--> Crank --[release_year]--> 2006
Neg LogProb(↓):   0.353608
Path Entropy(↓):  0.782220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by compton mackenzie were released in which years
Start Entity:     Compton MacKenzie
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Compton MacKenzie --[(INV) written_by]--> Sylvia Scarlett --[release_year]--> 1935
Path (Raw):       Compton MacKenzie --[No Operation]--> Compton MacKenzie --[(INV) written_by]--> Sylvia Scarlett --[release_year]--> 1935
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by lupe ontiveros
Start Entity:     Lupe Ontiveros
Gold Answer:      [['Patricia Cardoso', 'Pablo Proenza']]
Predicted Ans:    Pablo Proenza
Predicted Path:   Lupe Ontiveros --[(INV) starred_actors]--> Dark Mirror --[directed_by]--> Pablo Proenza
Path (Raw):       Lupe Ontiveros --[No Operation]--> Lupe Ontiveros --[(INV) starred_actors]--> Dark Mirror --[directed_by]--> Pablo Proenza
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote see no evil
Start Entity:     See No Evil
Gold Answer:      [['Dan Madigan']]
Predicted Ans:    bd-r
Predicted Path:   See No Evil --[written_by]--> Dan Madigan --[(INV) written_by]--> See No Evil --[has_tags]--> bd-r
Path (Raw):       See No Evil --[written_by]--> Dan Madigan --[(INV) written_by]--> See No Evil --[has_tags]--> bd-r
Neg LogProb(↓):   0.343302
Path Entropy(↓):  0.666914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in curse of chucky
Start Entity:     Curse of Chucky
Gold Answer:      [['Brad J. Silverman']]
Predicted Ans:    Don Mancini
Predicted Path:   Curse of Chucky --[starred_actors]--> Danielle Bisutti --[(INV) starred_actors]--> Curse of Chucky --[written_by]--> Don Mancini
Path (Raw):       Curse of Chucky --[starred_actors]--> Danielle Bisutti --[(INV) starred_actors]--> Curse of Chucky --[written_by]--> Don Mancini
Neg LogProb(↓):   0.000464
Path Entropy(↓):  0.004056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter william broyles jr. wrote films together with who
Start Entity:     William Broyles Jr.
Gold Answer:      [['Alvin Sargent', 'Claude Chabrol']]
Predicted Ans:    Alvin Sargent
Predicted Path:   William Broyles Jr. --[(INV) written_by]--> Unfaithful --[written_by]--> Alvin Sargent
Path (Raw):       William Broyles Jr. --[No Operation]--> William Broyles Jr. --[(INV) written_by]--> Unfaithful --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.034734
Path Entropy(↓):  0.149955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed naan kadavul
Start Entity:     Naan Kadavul
Gold Answer:      [['Bala']]
Predicted Ans:    Bala
Predicted Path:   Naan Kadavul --[directed_by]--> Bala --[(INV) directed_by]--> Naan Kadavul --[directed_by]--> Bala
Path (Raw):       Naan Kadavul --[directed_by]--> Bala --[(INV) directed_by]--> Naan Kadavul --[directed_by]--> Bala
Neg LogProb(↓):   0.000784
Path Entropy(↓):  0.006392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in young man with a horn
Start Entity:     Young Man with a Horn
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Young Man with a Horn --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Path (Raw):       Young Man with a Horn --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Neg LogProb(↓):   0.374749
Path Entropy(↓):  1.324301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of leslie arliss directed films
Start Entity:     Leslie Arliss
Gold Answer:      [['Eleanor Smith', 'Doreen Montgomery', 'Margaret Kennedy']]
Predicted Ans:    Margaret Kennedy
Predicted Path:   Leslie Arliss --[(INV) directed_by]--> The Man in Grey --[written_by]--> Margaret Kennedy
Path (Raw):       Leslie Arliss --[No Operation]--> Leslie Arliss --[(INV) directed_by]--> The Man in Grey --[written_by]--> Margaret Kennedy
Neg LogProb(↓):   0.187309
Path Entropy(↓):  0.484701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by ellen corby
Start Entity:     Ellen Corby
Gold Answer:      [['Bernard C. Schoenfeld', 'Virginia Kellogg']]
Predicted Ans:    Bernard C. Schoenfeld
Predicted Path:   Ellen Corby --[(INV) starred_actors]--> Caged --[written_by]--> Bernard C. Schoenfeld
Path (Raw):       Ellen Corby --[No Operation]--> Ellen Corby --[(INV) starred_actors]--> Caged --[written_by]--> Bernard C. Schoenfeld
Neg LogProb(↓):   0.000477
Path Entropy(↓):  0.004126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie sky high in a few words
Start Entity:     Sky High
Gold Answer:      [['comedy', 'kurt russell', 'superhero']]
Predicted Ans:    comedy
Predicted Path:   Sky High --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       Sky High --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.074843
Path Entropy(↓):  0.262043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by michael beach
Start Entity:     Michael Beach
Gold Answer:      [['Eriq La Salle']]
Predicted Ans:    Nia Long
Predicted Path:   Michael Beach --[(INV) starred_actors]--> Soul Food --[starred_actors]--> Nia Long
Path (Raw):       Michael Beach --[No Operation]--> Michael Beach --[(INV) starred_actors]--> Soul Food --[starred_actors]--> Nia Long
Neg LogProb(↓):   0.669410
Path Entropy(↓):  0.850124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was sharktopus directed by
Start Entity:     Sharktopus
Gold Answer:      [["Declan O'Brien"]]
Predicted Ans:    Declan O'Brien
Predicted Path:   Sharktopus --[directed_by]--> Declan O'Brien --[(INV) directed_by]--> Sharktopus --[directed_by]--> Declan O'Brien
Path (Raw):       Sharktopus --[directed_by]--> Declan O'Brien --[(INV) directed_by]--> Sharktopus --[directed_by]--> Declan O'Brien
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of angels fall
Start Entity:     Angels Fall
Gold Answer:      [['Scott Bakula', 'Alicia Witt', 'LeAnn Rimes', 'Rosanna Arquette', 'Gary Cooper', 'Matthew Settle', "Jerry O'Connell", 'Claire Forlani', 'Oliver Hudson', 'Brittany Murphy', 'Jason Lewis', 'Eddie Cibrian', 'Emilie de Ravin', 'Lauren Stamile', 'Ashley Williams', 'Charlotte Ross', 'Ivan Sergei']]
Predicted Ans:    Gary Cooper
Predicted Path:   Angels Fall --[written_by]--> Nora Roberts --[(INV) written_by]--> High Noon --[starred_actors]--> Gary Cooper
Path (Raw):       Angels Fall --[written_by]--> Nora Roberts --[(INV) written_by]--> High Noon --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.005113
Path Entropy(↓):  0.038960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by deborah van valkenburgh release
Start Entity:     Deborah Van Valkenburgh
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Deborah Van Valkenburgh --[(INV) starred_actors]--> Mean Guns --[release_year]--> 1997
Path (Raw):       Deborah Van Valkenburgh --[No Operation]--> Deborah Van Valkenburgh --[(INV) starred_actors]--> Mean Guns --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did skip hollandsworth write the story for
Start Entity:     Skip Hollandsworth
Gold Answer:      [['Bernie']]
Predicted Ans:    Bernie
Predicted Path:   Skip Hollandsworth --[(INV) written_by]--> Bernie --[written_by]--> Skip Hollandsworth --[(INV) written_by]--> Bernie
Path (Raw):       Skip Hollandsworth --[(INV) written_by]--> Bernie --[written_by]--> Skip Hollandsworth --[(INV) written_by]--> Bernie
Neg LogProb(↓):   0.001020
Path Entropy(↓):  0.008051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of kevin droney
Start Entity:     Kevin Droney
Gold Answer:      [['Ed Boon', 'John Tobias']]
Predicted Ans:    Kevin Droney
Predicted Path:   Kevin Droney --[(INV) written_by]--> Mortal Kombat --[written_by]--> Kevin Droney
Path (Raw):       Kevin Droney --[No Operation]--> Kevin Droney --[(INV) written_by]--> Mortal Kombat --[written_by]--> Kevin Droney
Neg LogProb(↓):   0.282695
Path Entropy(↓):  0.633865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of taxi
Start Entity:     Taxi
Gold Answer:      [['Fantastic Four', 'Think Like a Man', 'Think Like a Man Too', 'Ride Along', 'Sky Fighters', 'Barbershop']]
Predicted Ans:    Taxi
Predicted Path:   Taxi --[directed_by]--> Tim Story --[(INV) directed_by]--> Taxi
Path (Raw):       Taxi --[directed_by]--> Tim Story --[(INV) directed_by]--> Taxi --[No Operation]--> Taxi
Neg LogProb(↓):   0.173801
Path Entropy(↓):  0.692337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by liv tyler
Start Entity:     Liv Tyler
Gold Answer:      [['James Gunn', 'Matthew Chapman', 'Bryan Bertino', 'Alexander Pushkin', 'James Mangold', 'Mike Binder', 'Zak Penn']]
Predicted Ans:    James Gunn
Predicted Path:   Liv Tyler --[(INV) starred_actors]--> Super --[written_by]--> James Gunn
Path (Raw):       Liv Tyler --[No Operation]--> Liv Tyler --[(INV) starred_actors]--> Super --[written_by]--> James Gunn
Neg LogProb(↓):   0.512589
Path Entropy(↓):  0.776636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by roger zelazny
Start Entity:     Roger Zelazny
Gold Answer:      [['Jack Smight']]
Predicted Ans:    Jack Smight
Predicted Path:   Roger Zelazny --[(INV) written_by]--> Damnation Alley --[directed_by]--> Jack Smight
Path (Raw):       Roger Zelazny --[No Operation]--> Roger Zelazny --[(INV) written_by]--> Damnation Alley --[directed_by]--> Jack Smight
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the brothers rico
Start Entity:     The Brothers Rico
Gold Answer:      [['Andrew Solt', 'Guy Endore', 'Helen Deutsch', 'Gerold Frank', 'Mike Connolly', 'Jay Richard Kennedy', 'Lillian Roth', 'Donald Hamilton', 'Richard Tregaskis', 'Blake Edwards', 'Jed Harris', 'Arthur Carter', 'Harry Brown', 'Lee Mortimer', 'Jack Lait', 'Jerome Weidman', 'Russell Rouse', 'Marvin H. Albert', 'Ben Hecht', 'Martin Dibner']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Brothers Rico --[starred_actors]--> Kathryn Grant --[(INV) starred_actors]--> Operation Mad Ball --[written_by]--> Blake Edwards
Path (Raw):       The Brothers Rico --[starred_actors]--> Kathryn Grant --[(INV) starred_actors]--> Operation Mad Ball --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.482147
Path Entropy(↓):  0.986672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about ghost
Start Entity:     ghost
Gold Answer:      [['Casper', 'The Shining', 'Ghost in the Shell']]
Predicted Ans:    Casper
Predicted Path:   ghost --[(INV) has_tags]--> Casper --[has_tags]--> eric idle --[(INV) has_tags]--> Casper
Path (Raw):       ghost --[(INV) has_tags]--> Casper --[has_tags]--> eric idle --[(INV) has_tags]--> Casper
Neg LogProb(↓):   0.228884
Path Entropy(↓):  0.570851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the other guys
Start Entity:     The Other Guys
Gold Answer:      [['John C. Reilly', 'Adam McKay', 'Will Ferrell']]
Predicted Ans:    John C. Reilly
Predicted Path:   The Other Guys --[directed_by]--> Adam McKay --[(INV) directed_by]--> Step Brothers --[written_by]--> John C. Reilly
Path (Raw):       The Other Guys --[directed_by]--> Adam McKay --[(INV) directed_by]--> Step Brothers --[written_by]--> John C. Reilly
Neg LogProb(↓):   0.119776
Path Entropy(↓):  0.407162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by robin estridge
Start Entity:     Robin Estridge
Gold Answer:      [['J. Lee Thompson']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   Robin Estridge --[(INV) written_by]--> Eye of the Devil --[directed_by]--> J. Lee Thompson
Path (Raw):       Robin Estridge --[No Operation]--> Robin Estridge --[(INV) written_by]--> Eye of the Devil --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   0.004155
Path Entropy(↓):  0.026885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film you and me
Start Entity:     You and Me
Gold Answer:      [['Fritz Lang', 'Dashiell Hammett', 'Elmer Rice', 'Warren Duff', 'Robert Hardy Andrews', 'Fabrice Canepa', 'Billy Wilder', 'Sidney Kingsley', 'Stewart Stern', 'William P. McGivern', 'Ronald Bass', 'Frank Gruber', 'Richard H. Landau', 'Steve Fisher', 'Jerome Odlum', 'Ernst Lubitsch', 'Lewis E. Lawes', 'Nunnally Johnson', 'Jonathan Finn', 'Eric Ambler', 'David Ayer', 'Norman Krasna', 'Bartlett Cormack', 'W.R. Burnett', 'Joseph L. Mankiewicz', 'Martin Rackin']]
Predicted Ans:    Nunnally Johnson
Predicted Path:   You and Me --[starred_actors]--> George Raft --[(INV) starred_actors]--> Black Widow --[written_by]--> Nunnally Johnson
Path (Raw):       You and Me --[starred_actors]--> George Raft --[(INV) starred_actors]--> Black Widow --[written_by]--> Nunnally Johnson
Neg LogProb(↓):   0.452202
Path Entropy(↓):  1.351851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by amidou
Start Entity:     Amidou
Gold Answer:      [['William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   Amidou --[(INV) starred_actors]--> Sorcerer --[directed_by]--> William Friedkin
Path (Raw):       Amidou --[No Operation]--> Amidou --[(INV) starred_actors]--> Sorcerer --[directed_by]--> William Friedkin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of bright young things
Start Entity:     Bright Young Things
Gold Answer:      [['A Handful of Dust', 'The Magic Flute', 'Brideshead Revisited', 'The Loved One']]
Predicted Ans:    The Magic Flute
Predicted Path:   Bright Young Things --[written_by]--> Stephen Fry --[(INV) written_by]--> The Magic Flute
Path (Raw):       Bright Young Things --[No Operation]--> Bright Young Things --[written_by]--> Stephen Fry --[(INV) written_by]--> The Magic Flute
Neg LogProb(↓):   0.638190
Path Entropy(↓):  1.354842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the details
Start Entity:     The Details
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   The Details --[directed_by]--> Jacob Aaron Estes --[(INV) directed_by]--> Mean Creek --[release_year]--> 2004
Path (Raw):       The Details --[directed_by]--> Jacob Aaron Estes --[(INV) directed_by]--> Mean Creek --[release_year]--> 2004
Neg LogProb(↓):   0.432980
Path Entropy(↓):  0.648325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by james cagney
Start Entity:     James Cagney
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   James Cagney --[(INV) starred_actors]--> Run for Cover --[has_genre]--> Western
Path (Raw):       James Cagney --[No Operation]--> James Cagney --[(INV) starred_actors]--> Run for Cover --[has_genre]--> Western
Neg LogProb(↓):   1.216181
Path Entropy(↓):  1.323378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of bryan forbes written movies
Start Entity:     Bryan Forbes
Gold Answer:      [['1962', '1980', '1960', '1992', '1965', '1967', '1984']]
Predicted Ans:    1980
Predicted Path:   Bryan Forbes --[(INV) written_by]--> Hopscotch --[release_year]--> 1980
Path (Raw):       Bryan Forbes --[No Operation]--> Bryan Forbes --[(INV) written_by]--> Hopscotch --[release_year]--> 1980
Neg LogProb(↓):   0.850591
Path Entropy(↓):  1.556828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the headless woman were released in which years
Start Entity:     The Headless Woman
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   The Headless Woman --[written_by]--> Lucrecia Martel --[(INV) written_by]--> The Holy Girl --[release_year]--> 2004
Path (Raw):       The Headless Woman --[written_by]--> Lucrecia Martel --[(INV) written_by]--> The Holy Girl --[release_year]--> 2004
Neg LogProb(↓):   0.017931
Path Entropy(↓):  0.090548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the joneses
Start Entity:     The Joneses
Gold Answer:      [['1970', '2008', '1992', '1993', '2006', '1985', '1984', '2007', '1939', '2009', '2010', '2004', '1982', '1973', '2014', '1994', '1956', '1995', '2001', '1990', '1989', '1996', '1926', '2002', '2012', '1955', '2011', '2013', '2000', '1997', '2005', '1991', '1999', '1986']]
Predicted Ans:    2010
Predicted Path:   The Joneses --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> And Soon the Darkness --[release_year]--> 2010
Path (Raw):       The Joneses --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> And Soon the Darkness --[release_year]--> 2010
Neg LogProb(↓):   1.357231
Path Entropy(↓):  2.447582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by edgar allan woolf
Start Entity:     Edgar Allan Woolf
Gold Answer:      [['Edwin L. Marin', 'Victor Fleming']]
Predicted Ans:    Victor Fleming
Predicted Path:   Edgar Allan Woolf --[(INV) written_by]--> The Wizard of Oz --[directed_by]--> Victor Fleming
Path (Raw):       Edgar Allan Woolf --[No Operation]--> Edgar Allan Woolf --[(INV) written_by]--> The Wizard of Oz --[directed_by]--> Victor Fleming
Neg LogProb(↓):   0.002500
Path Entropy(↓):  0.017780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie pleasantville
Start Entity:     Pleasantville
Gold Answer:      [['James Foley', 'Stephen Frears', 'Stuart Gordon', 'John Requa', 'Glenn Ficarra', 'Matthew Bright', 'Kinka Usher', 'James Mangold', 'Alexander Payne', 'Mike Binder', 'Philippe Falardeau', 'Ethan Coen', 'David Mamet', 'Mark Illsley', 'Oliver Stone', 'James L. Brooks', 'Steven Schachter', 'Harvey Kahn', 'Sally Potter', 'David M. Rosenthal', 'Steven Soderbergh', "Rockne S. O'Bannon", 'Steven Zaillian', 'Andy Tennant', 'Sam Raimi', 'Robert Luketic', 'Robert Benton', 'Jefery Levy', 'Walt Becker', 'Gavin Hood', 'Atom Egoyan', 'Curtis Hanson', 'John Golden', 'Jeff Nichols', 'Robert Mulligan', 'Francis Lawrence', 'Ang Lee', 'Johnnie To', 'McG', 'Peter Askin', 'Catherine Hardwicke', 'Brad Furman', 'Nicholas Hytner', 'Rod Lurie', 'Seth Gordon', 'Jason Bloom', 'Joel Coen', 'Jim Sheridan', 'Susanne Bier', 'Brian Hecker']]
Predicted Ans:    David Mamet
Predicted Path:   Pleasantville --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Homicide --[directed_by]--> David Mamet
Path (Raw):       Pleasantville --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Homicide --[directed_by]--> David Mamet
Neg LogProb(↓):   0.454436
Path Entropy(↓):  1.206898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by cynthia friedlob were released in which years
Start Entity:     Cynthia Friedlob
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Cynthia Friedlob --[(INV) written_by]--> Class Act --[release_year]--> 1992
Path (Raw):       Cynthia Friedlob --[No Operation]--> Cynthia Friedlob --[(INV) written_by]--> Class Act --[release_year]--> 1992
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by john richardson were in which languages
Start Entity:     John Richardson
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   John Richardson --[(INV) starred_actors]--> Black Sunday --[in_language]--> Italian
Path (Raw):       John Richardson --[No Operation]--> John Richardson --[(INV) starred_actors]--> Black Sunday --[in_language]--> Italian
Neg LogProb(↓):   0.000206
Path Entropy(↓):  0.001954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by matt orlando
Start Entity:     Matt Orlando
Gold Answer:      [['A Resurrection']]
Predicted Ans:    A Resurrection
Predicted Path:   Matt Orlando --[(INV) written_by]--> A Resurrection --[written_by]--> Matt Orlando --[(INV) written_by]--> A Resurrection
Path (Raw):       Matt Orlando --[(INV) written_by]--> A Resurrection --[written_by]--> Matt Orlando --[(INV) written_by]--> A Resurrection
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the missing star
Start Entity:     The Missing Star
Gold Answer:      [['1994', '1992', '2004']]
Predicted Ans:    2006
Predicted Path:   The Missing Star --[directed_by]--> Gianni Amelio --[(INV) directed_by]--> The Missing Star --[release_year]--> 2006
Path (Raw):       The Missing Star --[directed_by]--> Gianni Amelio --[(INV) directed_by]--> The Missing Star --[release_year]--> 2006
Neg LogProb(↓):   0.482150
Path Entropy(↓):  1.009607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by christopher nolan in
Start Entity:     Christopher Nolan
Gold Answer:      [['Thriller', 'Mystery', 'Short', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Christopher Nolan --[(INV) directed_by]--> Insomnia --[has_genre]--> Thriller
Path (Raw):       Christopher Nolan --[No Operation]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[has_genre]--> Thriller
Neg LogProb(↓):   0.918569
Path Entropy(↓):  1.412253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film barry munday
Start Entity:     Barry Munday
Gold Answer:      [['2012']]
Predicted Ans:    2010
Predicted Path:   Barry Munday --[written_by]--> Frank Turner Hollon --[(INV) written_by]--> Barry Munday --[release_year]--> 2010
Path (Raw):       Barry Munday --[written_by]--> Frank Turner Hollon --[(INV) written_by]--> Barry Munday --[release_year]--> 2010
Neg LogProb(↓):   0.035228
Path Entropy(↓):  0.150446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred together with alan ritchson
Start Entity:     Alan Ritchson
Gold Answer:      [['Megan Fox', 'Will Arnett', 'William Fichtner']]
Predicted Ans:    Will Arnett
Predicted Path:   Alan Ritchson --[(INV) starred_actors]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Path (Raw):       Alan Ritchson --[No Operation]--> Alan Ritchson --[(INV) starred_actors]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Neg LogProb(↓):   0.117135
Path Entropy(↓):  0.401149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote tuesdays with morrie
Start Entity:     Tuesdays with Morrie
Gold Answer:      [['Burt Reynolds', 'Jerry Reed']]
Predicted Ans:    Jack Lemmon
Predicted Path:   Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie --[starred_actors]--> Jack Lemmon
Path (Raw):       Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie --[starred_actors]--> Jack Lemmon
Neg LogProb(↓):   0.084561
Path Entropy(↓):  0.290593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by the director of up the down staircase starred who
Start Entity:     Up the Down Staircase
Gold Answer:      [['Diana Muldaur', 'Uta Hagen', 'Sally Field', 'Ruth Gordon', 'Martin Udvarnoky', 'Neil Patrick Harris', 'Gregory Peck', 'Anthony Perkins', 'James Caan', 'Alan Alda', 'Robert Redford', 'Karl Malden', 'Richard Gere', 'Debbie Reynolds', 'Ellen Burstyn', 'Christopher Plummer', 'Sandra Dee', 'Tony Lo Bianco', 'Tony Curtis', 'Jeff Bridges', 'Herschel Bernardi', 'Lee Remick', "Jennifer O'Neill", 'Gary Grimes', 'Jerry Houser', 'Oliver Conant', 'Bobby Darin', 'Reese Witherspoon', 'Edie Adams', 'Gina Lollobrigida', 'Paul Sorvino', 'Steve McQueen', 'Natalie Wood', 'Rock Hudson']]
Predicted Ans:    Steve McQueen
Predicted Path:   Up the Down Staircase --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall --[starred_actors]--> Steve McQueen
Path (Raw):       Up the Down Staircase --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall --[starred_actors]--> Steve McQueen
Neg LogProb(↓):   0.428083
Path Entropy(↓):  0.752806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bye bye birdie are written by who
Start Entity:     Bye Bye Birdie
Gold Answer:      [['Daniel Defoe', 'Bill Walsh', 'Don DaGradi', 'Priscilla Chapman', 'John Hartwell', 'Neil Rau', 'Rafael Sabatini', 'Ken Hughes', 'Richard Conlin', 'Robert Kaufman', 'Neil Simon', 'Richard Quine', 'Blake Edwards', 'Richard Condon', 'Jeff Harris', 'Bernie Kukoff', 'Ivan Tors', 'George Froeschel', 'William P. McGivern', 'Isobel Lennart', 'AJ Carothers', 'John Godey', 'Peter Abrahams', 'Norman Lear', 'George Axelrod', 'Walt Disney', 'John Carpenter', 'Frank Telford', 'John McGreevey', 'Whit Masterson', 'Harold Jack Bloom', 'Sam Rolfe', 'Ian Fleming', 'Joseph Stefano', 'Debra Hill', 'Milan Trenc', 'Roald Dahl', 'Robert L. Richards', 'Robert Bloch', 'Thomas Lennon', 'Jules Furthman', 'John D. Weaver', 'Collier Young', 'Orson Welles', 'Ronald Millar', 'Poyntz Tyler', 'Bob Randall', 'Jerome Chodorov', 'Ruth McKenney', 'Robert Ben Garant', 'Edison Marshall']]
Predicted Ans:    Bill Walsh
Predicted Path:   Bye Bye Birdie --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Mary Poppins --[written_by]--> Bill Walsh
Path (Raw):       Bye Bye Birdie --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Mary Poppins --[written_by]--> Bill Walsh
Neg LogProb(↓):   0.570193
Path Entropy(↓):  1.173435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the inbetweeners 2
Start Entity:     The Inbetweeners 2
Gold Answer:      [['Simon Bird', 'Blake Harrison', 'Joe Thomas', 'James Buckley']]
Predicted Ans:    James Buckley
Predicted Path:   The Inbetweeners 2 --[written_by]--> Damon Beesley --[(INV) written_by]--> The Inbetweeners 2 --[starred_actors]--> James Buckley
Path (Raw):       The Inbetweeners 2 --[written_by]--> Damon Beesley --[(INV) written_by]--> The Inbetweeners 2 --[starred_actors]--> James Buckley
Neg LogProb(↓):   0.047967
Path Entropy(↓):  0.206970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie riding in cars with boys
Start Entity:     Riding in Cars with Boys
Gold Answer:      [['1988', '1990', '1992', '1996', '1994', '1986']]
Predicted Ans:    1992
Predicted Path:   Riding in Cars with Boys --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[release_year]--> 1992
Path (Raw):       Riding in Cars with Boys --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[release_year]--> 1992
Neg LogProb(↓):   0.707653
Path Entropy(↓):  1.398738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the bride with white hair
Start Entity:     The Bride with White Hair
Gold Answer:      [['1997', '1990', '1989', '1993', '1991', '1996', '1994', '1987', '1986']]
Predicted Ans:    1986
Predicted Path:   The Bride with White Hair --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[release_year]--> 1986
Path (Raw):       The Bride with White Hair --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[release_year]--> 1986
Neg LogProb(↓):   0.267744
Path Entropy(↓):  0.693964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of l'age d'or
Start Entity:     L'Age d'Or
Gold Answer:      [['Luis Buñuel', 'Salvador Dalí']]
Predicted Ans:    Luis Buñuel
Predicted Path:   L'Age d'Or --[written_by]--> Luis Buñuel --[(INV) written_by]--> Viridiana --[written_by]--> Luis Buñuel
Path (Raw):       L'Age d'Or --[written_by]--> Luis Buñuel --[(INV) written_by]--> Viridiana --[written_by]--> Luis Buñuel
Neg LogProb(↓):   1.438279
Path Entropy(↓):  2.243136
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was ari taub the director for
Start Entity:     Ari Taub
Gold Answer:      [['The Fallen']]
Predicted Ans:    The Fallen
Predicted Path:   Ari Taub --[(INV) directed_by]--> The Fallen --[directed_by]--> Ari Taub --[(INV) directed_by]--> The Fallen
Path (Raw):       Ari Taub --[(INV) directed_by]--> The Fallen --[directed_by]--> Ari Taub --[(INV) directed_by]--> The Fallen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of scream 4
Start Entity:     Scream 4
Gold Answer:      [['Rachel McAdams', 'Heather Langenkamp', 'Ronee Blakley', 'Louis Jourdan', 'Kyle Gallner', 'Eddie Murphy', 'Amanda Wyss', 'Maren Jensen', 'Meryl Streep', 'Everett McGill', 'Peter Berg', 'Rooney Mara', 'Mitch Pileggi', 'Bill Pullman', 'Cillian Murphy', 'Adrienne Barbeau', 'Katie Cassidy', 'Kadeem Hardison', 'Wendy Robie', 'Sharon Stone', 'Ray Wise', 'Michael Murphy', 'Angela Bassett', 'Max Thieriot', 'Allen Payne', 'Drew Barrymore', 'Jackie Earle Haley', 'John Saxon', 'Garret Dillahunt']]
Predicted Ans:    Sharon Stone
Predicted Path:   Scream 4 --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Path (Raw):       Scream 4 --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.545301
Path Entropy(↓):  0.987437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for calendar girl
Start Entity:     Calendar Girl
Gold Answer:      [['John Whitesell']]
Predicted Ans:    John Whitesell
Predicted Path:   Calendar Girl --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[directed_by]--> John Whitesell
Path (Raw):       Calendar Girl --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[directed_by]--> John Whitesell
Neg LogProb(↓):   0.137783
Path Entropy(↓):  0.420220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in sex tape
Start Entity:     Sex Tape
Gold Answer:      [['Jason Segel', 'Ellie Kemper', 'Rob Corddry', 'Cameron Diaz']]
Predicted Ans:    Rob Corddry
Predicted Path:   Sex Tape --[starred_actors]--> Rob Corddry --[(INV) starred_actors]--> Hell Baby --[starred_actors]--> Rob Corddry
Path (Raw):       Sex Tape --[starred_actors]--> Rob Corddry --[(INV) starred_actors]--> Hell Baby --[starred_actors]--> Rob Corddry
Neg LogProb(↓):   0.579228
Path Entropy(↓):  0.945704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with allison burnett
Start Entity:     Allison Burnett
Gold Answer:      [['Michael Bortman', 'J.R. Moehringer', 'Christopher Gore']]
Predicted Ans:    Allison Burnett
Predicted Path:   Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[written_by]--> Allison Burnett
Path (Raw):       Allison Burnett --[No Operation]--> Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[written_by]--> Allison Burnett
Neg LogProb(↓):   0.039237
Path Entropy(↓):  0.188513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of oxygen
Start Entity:     Oxygen
Gold Answer:      [['The Linguini Incident', 'Dom Hemingway', 'The Matador']]
Predicted Ans:    Oxygen
Predicted Path:   Oxygen --[directed_by]--> Richard Shepard --[(INV) directed_by]--> Oxygen
Path (Raw):       Oxygen --[directed_by]--> Richard Shepard --[(INV) directed_by]--> Oxygen --[No Operation]--> Oxygen
Neg LogProb(↓):   0.624331
Path Entropy(↓):  1.059941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same actor of all the right moves
Start Entity:     All the Right Moves
Gold Answer:      [['The Proposal', 'Casual Sex?', "I'm Not Rappaport", 'Collateral', 'Some Kind of Wonderful', 'Lions for Lambs', "Losin' It", 'Troop Beverly Hills', 'Oblivion', 'Article 99', 'Legend', 'Rain Man', 'Howard the Duck', 'The Trouble with the Truth', 'Splinterheads', 'Get Hard', 'Minority Report', 'SpaceCamp', 'Jerry Maguire', 'Top Gun', 'Knight and Day', 'Back to the Future Part II', 'Days of Thunder', 'Far and Away', 'Vanilla Sky', 'Edge of Tomorrow', 'War of the Worlds', 'A Few Good Men', 'Red Dawn', 'Action Jackson', 'Jack Reacher', 'The Osterman Weekend', 'Back to the Future', 'Valkyrie', 'Born on the Fourth of July', 'The Color of Money', 'Cocktail', 'The Last Samurai', 'Risky Business', 'The Firm']]
Predicted Ans:    Red Dawn
Predicted Path:   All the Right Moves --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn
Path (Raw):       All the Right Moves --[starred_actors]--> Lea Thompson --[No Operation]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn
Neg LogProb(↓):   0.272230
Path Entropy(↓):  0.967878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by heath ledger
Start Entity:     Heath Ledger
Gold Answer:      [['Gregor Jordan', 'Karen McCullah', 'Kirsten Smith', 'Tony Richardson', 'John Michael McDonagh', 'Buck Henry', 'Brian Helgeland', 'Christopher Nolan', 'Robert Drewe', 'Luke Davies', 'Annie Proulx', 'Terry Southern', 'Mason Hoffenberg', 'Diana Ossana', 'Neil Armfield', 'Robert Rodat', 'Larry McMurtry']]
Predicted Ans:    Brian Helgeland
Predicted Path:   Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[written_by]--> Brian Helgeland
Path (Raw):       Heath Ledger --[No Operation]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[written_by]--> Brian Helgeland
Neg LogProb(↓):   0.636527
Path Entropy(↓):  1.169659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie crossing over
Start Entity:     Crossing Over
Gold Answer:      [['Philip Kaufman', 'Robert Souza', 'Barbara Benedek', 'Andrew W. Marlowe', 'Kevin Wade', 'Ron Shelton', 'Jeffrey Boam', 'Ernest Lehman', 'Roman Polanski', 'Katrin Benedikt', 'Creighton Rothenberger', 'Billy Wilder', 'Brian Helgeland', 'Alistair MacLean', 'Orson Scott Card', 'Philip K. Dick', 'Scott Turow', 'George Lucas', 'Lawrence Kasdan', 'Warren Adler', 'Tom Clancy', 'Roy Huggins', 'David Koepp', 'Jeff Nathanson', 'Paul Theroux', 'Pamela Wallace', 'Earl W. Wallace', 'Joseph Finder', 'Barry L. Levy', 'Sylvester Stallone', 'Michael Browning', 'Gavin Hood', 'William Kelley', 'Samuel A. Taylor', 'Graham Greene', 'Hampton Fancher', 'David Rayfiel', 'Joe Forte', 'Alan J. Pakula']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Crossing Over --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Path (Raw):       Crossing Over --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Neg LogProb(↓):   1.360477
Path Entropy(↓):  2.306204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in girl with hyacinths
Start Entity:     Girl with Hyacinths
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Girl with Hyacinths --[starred_actors]--> Ulf Palme --[(INV) starred_actors]--> Miss Julie --[in_language]--> Swedish
Path (Raw):       Girl with Hyacinths --[starred_actors]--> Ulf Palme --[(INV) starred_actors]--> Miss Julie --[in_language]--> Swedish
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of trash humpers
Start Entity:     Trash Humpers
Gold Answer:      [['James Fox', 'Diego Luna', 'Samantha Morton', 'James Franco', 'Ashley Benson', 'Selena Gomez', 'Denis Lavant', 'Vanessa Hudgens', 'Jacob Sewell', 'Jacob Reynolds', 'Nick Sutton']]
Predicted Ans:    James Franco
Predicted Path:   Trash Humpers --[directed_by]--> Harmony Korine --[(INV) directed_by]--> Spring Breakers --[starred_actors]--> James Franco
Path (Raw):       Trash Humpers --[directed_by]--> Harmony Korine --[(INV) directed_by]--> Spring Breakers --[starred_actors]--> James Franco
Neg LogProb(↓):   0.162416
Path Entropy(↓):  0.587305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by iain softley
Start Entity:     Iain Softley
Gold Answer:      [['Angelina Jolie', 'Alfre Woodard', 'Sienna Guillory', 'Mary McCormack', 'Sheryl Lee', 'Stephen Dorff', 'Linus Roache', 'Jonny Lee Miller', 'Kevin Spacey', 'Matthew Lillard', 'Brendan Fraser', 'Eliza Bennett', 'Jeff Bridges', 'Ian Hart', 'Helena Bonham Carter']]
Predicted Ans:    Stephen Dorff
Predicted Path:   Iain Softley --[(INV) directed_by]--> Backbeat --[starred_actors]--> Stephen Dorff
Path (Raw):       Iain Softley --[No Operation]--> Iain Softley --[(INV) directed_by]--> Backbeat --[starred_actors]--> Stephen Dorff
Neg LogProb(↓):   0.012030
Path Entropy(↓):  0.072821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of jill esmond acted films
Start Entity:     Jill Esmond
Gold Answer:      [['George Archainbaud']]
Predicted Ans:    George Archainbaud
Predicted Path:   Jill Esmond --[(INV) starred_actors]--> Thirteen Women --[directed_by]--> George Archainbaud
Path (Raw):       Jill Esmond --[No Operation]--> Jill Esmond --[(INV) starred_actors]--> Thirteen Women --[directed_by]--> George Archainbaud
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film moliere released
Start Entity:     Molière
Gold Answer:      [['2007']]
Predicted Ans:    1978
Predicted Path:   Molière --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Path (Raw):       Molière --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Neg LogProb(↓):   2.040329
Path Entropy(↓):  3.363782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of the hudsucker proxy
Start Entity:     The Hudsucker Proxy
Gold Answer:      [['Geoffrey Rush', 'Tim Blake Nelson', 'Alison Lohman', 'Louise Lasser', 'Oscar Isaac', 'Lorna Raver', 'Julianne Moore', 'Carey Mulligan', 'Steve Buscemi', 'Kirsten Dunst', 'Michael Caine', 'Paul L. Smith', 'George Clooney', 'Brion James', 'Billy Bob Thornton', 'William H. Macy', 'Herbert Lom', 'Michael Badalucco', 'Embeth Davidtz', 'Josh Brolin', 'Frances McDormand', 'James Gandolfini', 'Thomas Haden Church', 'Peter Stormare', 'Irma P. Hall', 'John Malkovich', 'Shirley MacLaine', 'Alan Rickman', 'Liam Neeson', 'Colin Friels', 'Michael Stuhlbarg', 'Tommy Lee Jones', 'Larry Drake', 'Cecil Parker', 'Jeff Bridges', 'Colin Firth', 'John Goodman', 'Alec Guinness', 'Javier Bardem', 'James Franco', 'Cedric the Entertainer', 'Tom Courtenay', 'Tom Hanks', 'John Turturro', 'Brad Pitt', 'Justin Timberlake', 'Eileen Davidson', 'Bruce Campbell', 'Ellen Sandweiss', 'Betsy Baker', 'Marlon Wayans', 'Tobey Maguire', 'Justin Long', 'Peter Sellers']]
Predicted Ans:    George Clooney
Predicted Path:   The Hudsucker Proxy --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[starred_actors]--> George Clooney
Path (Raw):       The Hudsucker Proxy --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[starred_actors]--> George Clooney
Neg LogProb(↓):   0.559701
Path Entropy(↓):  1.672056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in troy
Start Entity:     Troy
Gold Answer:      [['Jag Mundhra', 'Ryan Murphy', 'John Gray', 'Paul Greengrass', 'Dagur Kári', 'Michael Mann', 'Barbet Schroeder', 'Barry W. Blaustein', 'Gillies MacKinnon', 'Jonathan English', 'Rupert Wyatt', 'Eugene Jarecki']]
Predicted Ans:    Paul Greengrass
Predicted Path:   Troy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[directed_by]--> Paul Greengrass
Path (Raw):       Troy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[directed_by]--> Paul Greengrass
Neg LogProb(↓):   0.224438
Path Entropy(↓):  0.815204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the incredible shrinking woman
Start Entity:     The Incredible Shrinking Woman
Gold Answer:      [['2003', '1992', '1993', '1985', '2007', '2009', '2010', '2004', '1994', '1983', '1995', '1972', '1990', '1989', '1996', '2002', '2011', '2000', '1991', '1999']]
Predicted Ans:    1981
Predicted Path:   The Incredible Shrinking Woman --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> The Incredible Shrinking Woman --[release_year]--> 1981
Path (Raw):       The Incredible Shrinking Woman --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> The Incredible Shrinking Woman --[release_year]--> 1981
Neg LogProb(↓):   1.197494
Path Entropy(↓):  2.297444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer of charlie chan's murder cruise
Start Entity:     Charlie Chan's Murder Cruise
Gold Answer:      [['Warner Oland', 'Marguerite Churchill', 'John Garrick']]
Predicted Ans:    Warner Oland
Predicted Path:   Charlie Chan's Murder Cruise --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On --[starred_actors]--> Warner Oland
Path (Raw):       Charlie Chan's Murder Cruise --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On --[starred_actors]--> Warner Oland
Neg LogProb(↓):   0.000170
Path Entropy(↓):  0.001695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of on the town
Start Entity:     On the Town
Gold Answer:      [['Robin and the 7 Hoods', 'The First Deadly Sin', 'High Society', 'Cover Girl', 'Small Town Girl', 'A Hole in the Head', 'Can-Can', 'Viva Knievel!', 'Pal Joey', 'Lady in Cement', "Neptune's Daughter", 'The Happy Road', 'For Me and My Gal', "The Devil at 4 O'Clock", 'Tony Rome', 'The Thrill of Brazil', "Singin' in the Rain", 'Assault on a Queen', "That's Entertainment!", 'Higher and Higher', 'Les Girls', 'The Tender Trap', 'Take Me Out to the Ball Game', 'Summer Stock', 'Double Dynamite', 'Guys and Dolls', 'The Manchurian Candidate', "Ocean's 11", 'The Pride and the Passion', 'The Pirate', 'Anchors Aweigh', 'An American in Paris', 'Young at Heart', 'The Joker Is Wild', 'Inherit the Wind', "It's Always Fair Weather", 'Brigadoon', 'Suddenly', 'Cannonball Run II', '4 for Texas', 'Dirty Dingus Magee', 'The Detective', 'Christmas Holiday', 'Come Blow Your Horn', "Von Ryan's Express", 'Xanadu', 'Not as a Stranger', 'Marjorie Morningstar', 'The Man with the Golden Arm', "That's Entertainment, Part II", 'Black Hand', 'Some Came Running', 'The Cross of Lorraine', 'My Sister Eileen', 'The Three Musketeers']]
Predicted Ans:    Can-Can
Predicted Path:   On the Town --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Can-Can
Path (Raw):       On the Town --[starred_actors]--> Frank Sinatra --[No Operation]--> Frank Sinatra --[(INV) starred_actors]--> Can-Can
Neg LogProb(↓):   1.535336
Path Entropy(↓):  3.119235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote safe
Start Entity:     Safe
Gold Answer:      [['Sport', 'Drama', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Safe --[written_by]--> Boaz Yakin --[(INV) written_by]--> Safe --[has_genre]--> Drama
Path (Raw):       Safe --[written_by]--> Boaz Yakin --[(INV) written_by]--> Safe --[has_genre]--> Drama
Neg LogProb(↓):   0.023919
Path Entropy(↓):  0.132915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the immigrant
Start Entity:     The Immigrant
Gold Answer:      [['James Gray', 'Guillaume Canet']]
Predicted Ans:    Guillaume Canet
Predicted Path:   The Immigrant --[written_by]--> James Gray --[(INV) written_by]--> Blood Ties --[directed_by]--> Guillaume Canet
Path (Raw):       The Immigrant --[written_by]--> James Gray --[(INV) written_by]--> Blood Ties --[directed_by]--> Guillaume Canet
Neg LogProb(↓):   0.154602
Path Entropy(↓):  0.583009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of slaves of new york
Start Entity:     Slaves of New York
Gold Answer:      [['The Bostonians', 'Pennies from Heaven', "Child's Play", 'Into the Woods', 'The Jerk', 'Fright Night', 'D.A.R.Y.L.', 'Collision Course', 'Parents', 'Heartbeeps', 'Protocol', 'The Nightmare Before Christmas', 'The Sentinel', 'Cinderella', 'Interiors', 'Pink Cadillac']]
Predicted Ans:    Cinderella
Predicted Path:   Slaves of New York --[starred_actors]--> Bernadette Peters --[(INV) starred_actors]--> Cinderella
Path (Raw):       Slaves of New York --[starred_actors]--> Bernadette Peters --[No Operation]--> Bernadette Peters --[(INV) starred_actors]--> Cinderella
Neg LogProb(↓):   0.130281
Path Entropy(↓):  0.503350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by frederick de cordova were in which genres
Start Entity:     Frederick De Cordova
Gold Answer:      [['Drama', 'Musical', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Frederick De Cordova --[(INV) directed_by]--> Frankie and Johnny --[has_genre]--> Drama
Path (Raw):       Frederick De Cordova --[No Operation]--> Frederick De Cordova --[(INV) directed_by]--> Frankie and Johnny --[has_genre]--> Drama
Neg LogProb(↓):   0.248093
Path Entropy(↓):  0.690044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of high plains drifter
Start Entity:     High Plains Drifter
Gold Answer:      [['The French Connection', 'Shaft', 'Report to the Commissioner', 'Street People', 'A Force of One']]
Predicted Ans:    A Force of One
Predicted Path:   High Plains Drifter --[written_by]--> Ernest Tidyman --[(INV) written_by]--> A Force of One
Path (Raw):       High Plains Drifter --[No Operation]--> High Plains Drifter --[written_by]--> Ernest Tidyman --[(INV) written_by]--> A Force of One
Neg LogProb(↓):   1.303407
Path Entropy(↓):  2.128863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie st. vincent
Start Entity:     St. Vincent
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   St. Vincent --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       St. Vincent --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.342541
Path Entropy(↓):  5.002905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the three musketeers
Start Entity:     The Three Musketeers
Gold Answer:      [['Stephen Herek']]
Predicted Ans:    Richard Lester
Predicted Path:   The Three Musketeers --[directed_by]--> Richard Lester --[(INV) directed_by]--> How I Won the War --[directed_by]--> Richard Lester
Path (Raw):       The Three Musketeers --[directed_by]--> Richard Lester --[(INV) directed_by]--> How I Won the War --[directed_by]--> Richard Lester
Neg LogProb(↓):   1.030191
Path Entropy(↓):  1.441631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed cloverfield
Start Entity:     Cloverfield
Gold Answer:      [['David Schwimmer', 'Toni Collette', 'Michael Rapaport', 'Jason Clarke', 'Chloë Grace Moretz', 'Gary Oldman', 'Gwyneth Paltrow', 'Andy Serkis', 'Keri Russell']]
Predicted Ans:    Gary Oldman
Predicted Path:   Cloverfield --[directed_by]--> Matt Reeves --[(INV) directed_by]--> Dawn of the Planet of the Apes --[starred_actors]--> Gary Oldman
Path (Raw):       Cloverfield --[directed_by]--> Matt Reeves --[(INV) directed_by]--> Dawn of the Planet of the Apes --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.074966
Path Entropy(↓):  0.319630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in impulse
Start Entity:     Impulse
Gold Answer:      [['David Saperstein', 'Fred Wolf', 'Jack Finney', 'Gordon Hessler', 'Richard Adams', 'David Newman', 'David Mamet', 'Curt Goetz', 'Jonathan King', 'Anna Seghers', 'Dore Schary', 'Robert Benton', 'Ed Solomon', 'Tom Holland', 'Choderlos de Laclos', 'James M. Cain', 'Rory Kelly', 'Dick Wolf', 'Robert Bloch', 'Joe Gannon', 'Crispan Bolt', 'Takeshi Kawata', 'Richard Brooks', 'Joseph L. Mankiewicz', 'John Pielmeier']]
Predicted Ans:    Jack Finney
Predicted Path:   Impulse --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[written_by]--> Jack Finney
Path (Raw):       Impulse --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[written_by]--> Jack Finney
Neg LogProb(↓):   0.060100
Path Entropy(↓):  0.267929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is direct action
Start Entity:     Direct Action
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Direct Action --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Direct Action --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.441606
Path Entropy(↓):  2.847374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote rogue trader
Start Entity:     Rogue Trader
Gold Answer:      [['1988', '1987', '1956', '1991']]
Predicted Ans:    1956
Predicted Path:   Rogue Trader --[written_by]--> James Dearden --[(INV) written_by]--> A Kiss Before Dying --[release_year]--> 1956
Path (Raw):       Rogue Trader --[written_by]--> James Dearden --[(INV) written_by]--> A Kiss Before Dying --[release_year]--> 1956
Neg LogProb(↓):   0.044834
Path Entropy(↓):  0.230532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for cluny brown
Start Entity:     Cluny Brown
Gold Answer:      [['Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Cluny Brown --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[directed_by]--> Ernst Lubitsch
Path (Raw):       Cluny Brown --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.023026
Path Entropy(↓):  0.143522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the razor's edge are written by who
Start Entity:     The Razor's Edge
Gold Answer:      [['St. Clair McKelway', 'Abem Finkel', 'Edmund Goulding', 'Polan Banks', 'Casey Robinson', 'Vicki Baum', 'John Byrum', 'John Monk Saunders', 'William Lindsay Gresham', 'Bertram Bloch', 'Edith Wharton', 'Lenore J. Coffee', 'Margaret Kennedy', 'Cameron Rogers', 'Jay Dratler', 'Anita Loos', 'Gina Kaus', 'Kathryn Scola', 'Basil Dean', 'Lloyd C. Douglas', 'Frances Marion', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Razor's Edge --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[written_by]--> Howard Hawks
Path (Raw):       The Razor's Edge --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[written_by]--> Howard Hawks
Neg LogProb(↓):   0.224705
Path Entropy(↓):  0.877339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by louise brooks in
Start Entity:     Louise Brooks
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Louise Brooks --[(INV) starred_actors]--> Pandora's Box --[in_language]--> German
Path (Raw):       Louise Brooks --[No Operation]--> Louise Brooks --[(INV) starred_actors]--> Pandora's Box --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films together with jack hofsiss
Start Entity:     Jack Hofsiss
Gold Answer:      [['David Lynch']]
Predicted Ans:    David Lynch
Predicted Path:   Jack Hofsiss --[(INV) directed_by]--> The Elephant Man --[directed_by]--> David Lynch
Path (Raw):       Jack Hofsiss --[No Operation]--> Jack Hofsiss --[(INV) directed_by]--> The Elephant Man --[directed_by]--> David Lynch
Neg LogProb(↓):   0.011041
Path Entropy(↓):  0.060614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie rachel, rachel
Start Entity:     Rachel, Rachel
Gold Answer:      [['Paul Newman']]
Predicted Ans:    Paul Newman
Predicted Path:   Rachel, Rachel --[directed_by]--> Paul Newman --[(INV) directed_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman
Path (Raw):       Rachel, Rachel --[directed_by]--> Paul Newman --[(INV) directed_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman
Neg LogProb(↓):   0.187367
Path Entropy(↓):  0.464249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of in the good old summertime
Start Entity:     In the Good Old Summertime
Gold Answer:      [['Nelson Eddy', 'Carmen Miranda', 'Jane Powell', 'Van Heflin', 'Robert Montgomery', 'Alice Brady', 'Greer Garson', 'Myrna Loy', 'Ann Harding', 'Barbara Stanwyck', 'Charles Laughton', 'Franchot Tone', 'Luise Rainer', 'William Powell', 'Joan Crawford', 'Robert Taylor', 'Constance Bennett', 'Ava Gardner', 'Herbert Marshall', 'Clark Gable', 'Barry Sullivan', 'Ann Sothern', 'Norma Shearer', 'Vincent Price', 'Jeanette MacDonald']]
Predicted Ans:    Norma Shearer
Predicted Path:   In the Good Old Summertime --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> The Divorcee --[starred_actors]--> Norma Shearer
Path (Raw):       In the Good Old Summertime --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> The Divorcee --[starred_actors]--> Norma Shearer
Neg LogProb(↓):   0.824847
Path Entropy(↓):  1.417071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by johnny mercer were in which genres
Start Entity:     Johnny Mercer
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Johnny Mercer --[(INV) written_by]--> Second Chorus --[has_genre]--> Comedy
Path (Raw):       Johnny Mercer --[No Operation]--> Johnny Mercer --[(INV) written_by]--> Second Chorus --[has_genre]--> Comedy
Neg LogProb(↓):   0.002609
Path Entropy(↓):  0.018108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of robby benson starred movies
Start Entity:     Robby Benson
Gold Answer:      [['Roger Allers', 'Linda Woolverton', 'Jerry Segal', 'Christophe Gans', 'Jean Cocteau', 'Arthur Barron']]
Predicted Ans:    Jean Cocteau
Predicted Path:   Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[written_by]--> Jean Cocteau
Path (Raw):       Robby Benson --[No Operation]--> Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[written_by]--> Jean Cocteau
Neg LogProb(↓):   0.970836
Path Entropy(↓):  1.973439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of rush hour
Start Entity:     Rush Hour
Gold Answer:      [['The Tuxedo', 'The Young Master', 'New Police Story', 'Shanghai Noon', 'Little Big Soldier', 'Rush Hour 3', 'Twin Dragons', 'Police Story', 'The Karate Kid', 'Police Story 2', 'The Myth', 'Dragons Forever', 'Thunderbolt', 'Rush Hour 2', 'The Accidental Spy', 'Island of Fire', 'Spiritual Kung Fu', 'Mr. Nice Guy', "Snake in the Eagle's Shadow", 'Gorgeous', 'Crime Story', 'The Medallion', 'Drunken Master', 'Armour of God', 'The Spy Next Door', 'Around the World in 80 Days', 'Shinjuku Incident', 'The Protector', 'City Hunter', 'Project A', 'The Forbidden Kingdom', 'The Fearless Hyena', 'Wheels on Meals', 'Rumble in the Bronx', 'Who Am I?', '1911']]
Predicted Ans:    Who Am I?
Predicted Path:   Rush Hour --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Who Am I?
Path (Raw):       Rush Hour --[starred_actors]--> Jackie Chan --[No Operation]--> Jackie Chan --[(INV) starred_actors]--> Who Am I?
Neg LogProb(↓):   0.978398
Path Entropy(↓):  1.671803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the chase
Start Entity:     The Chase
Gold Answer:      [['kristy swanson', 'charlie sheen', 'police']]
Predicted Ans:    angie dickinson
Predicted Path:   The Chase --[has_tags]--> angie dickinson --[(INV) has_tags]--> Rio Bravo --[has_tags]--> angie dickinson
Path (Raw):       The Chase --[has_tags]--> angie dickinson --[(INV) has_tags]--> Rio Bravo --[has_tags]--> angie dickinson
Neg LogProb(↓):   0.002490
Path Entropy(↓):  0.019718
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by mark verheiden
Start Entity:     Mark Verheiden
Gold Answer:      [['Bruce Campbell', 'Peter Hyams']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Mark Verheiden --[(INV) written_by]--> My Name Is Bruce --[directed_by]--> Bruce Campbell
Path (Raw):       Mark Verheiden --[No Operation]--> Mark Verheiden --[(INV) written_by]--> My Name Is Bruce --[directed_by]--> Bruce Campbell
Neg LogProb(↓):   0.010850
Path Entropy(↓):  0.059608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film interior. leather bar. was directed by who
Start Entity:     Interior. Leather Bar.
Gold Answer:      [['Travis Mathews', 'James Franco']]
Predicted Ans:    James Franco
Predicted Path:   Interior. Leather Bar. --[directed_by]--> James Franco --[(INV) directed_by]--> Good Time Max --[directed_by]--> James Franco
Path (Raw):       Interior. Leather Bar. --[directed_by]--> James Franco --[(INV) directed_by]--> Good Time Max --[directed_by]--> James Franco
Neg LogProb(↓):   0.062942
Path Entropy(↓):  0.288109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film moon of the wolf were released in which years
Start Entity:     Moon of the Wolf
Gold Answer:      [['1968', '1978', '1975', '1971', '1960', '1959', '1973', '2006', '1953', '1969', '1974', '1956', '2013']]
Predicted Ans:    1960
Predicted Path:   Moon of the Wolf --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Hell to Eternity --[release_year]--> 1960
Path (Raw):       Moon of the Wolf --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Hell to Eternity --[release_year]--> 1960
Neg LogProb(↓):   0.406868
Path Entropy(↓):  0.888176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of 7500
Start Entity:     7500
Gold Answer:      [["Kiki's Delivery Service", 'The Grudge 2', 'The Grudge']]
Predicted Ans:    Kiki's Delivery Service
Predicted Path:   7500 --[directed_by]--> Takashi Shimizu --[(INV) directed_by]--> Kiki's Delivery Service
Path (Raw):       7500 --[directed_by]--> Takashi Shimizu --[(INV) directed_by]--> Kiki's Delivery Service --[No Operation]--> Kiki's Delivery Service
Neg LogProb(↓):   0.140604
Path Entropy(↓):  0.390045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was i'll do anything directed by
Start Entity:     I'll Do Anything
Gold Answer:      [['James L. Brooks']]
Predicted Ans:    James L. Brooks
Predicted Path:   I'll Do Anything --[directed_by]--> James L. Brooks --[(INV) directed_by]--> As Good as It Gets --[directed_by]--> James L. Brooks
Path (Raw):       I'll Do Anything --[directed_by]--> James L. Brooks --[(INV) directed_by]--> As Good as It Gets --[directed_by]--> James L. Brooks
Neg LogProb(↓):   0.689032
Path Entropy(↓):  1.317467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for devil girl from mars
Start Entity:     Devil Girl from Mars
Gold Answer:      [['David MacDonald']]
Predicted Ans:    David MacDonald
Predicted Path:   Devil Girl from Mars --[directed_by]--> David MacDonald --[(INV) directed_by]--> Devil Girl from Mars --[directed_by]--> David MacDonald
Path (Raw):       Devil Girl from Mars --[directed_by]--> David MacDonald --[(INV) directed_by]--> Devil Girl from Mars --[directed_by]--> David MacDonald
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with combat shock
Start Entity:     Combat Shock
Gold Answer:      [['The Theatre Bizarre', 'Life Is Hot in Cracktown']]
Predicted Ans:    The Theatre Bizarre
Predicted Path:   Combat Shock --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre
Path (Raw):       Combat Shock --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre --[No Operation]--> The Theatre Bizarre
Neg LogProb(↓):   0.000116
Path Entropy(↓):  0.001277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by henning carlsen
Start Entity:     Henning Carlsen
Gold Answer:      [['Swedish', 'Norwegian', 'Danish', 'Irish']]
Predicted Ans:    Norwegian
Predicted Path:   Henning Carlsen --[(INV) written_by]--> Hunger --[in_language]--> Norwegian
Path (Raw):       Henning Carlsen --[No Operation]--> Henning Carlsen --[(INV) written_by]--> Hunger --[in_language]--> Norwegian
Neg LogProb(↓):   0.423245
Path Entropy(↓):  0.920537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of edges of the lord
Start Entity:     Edges of the Lord
Gold Answer:      [['1993', '1987']]
Predicted Ans:    1993
Predicted Path:   Edges of the Lord --[directed_by]--> Yurek Bogayevicz --[(INV) directed_by]--> Three of Hearts --[release_year]--> 1993
Path (Raw):       Edges of the Lord --[directed_by]--> Yurek Bogayevicz --[(INV) directed_by]--> Three of Hearts --[release_year]--> 1993
Neg LogProb(↓):   0.281543
Path Entropy(↓):  0.722928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of rancho notorious also directed which films
Start Entity:     Rancho Notorious
Gold Answer:      [['Cloak and Dagger', 'The Return of Frank James', 'Liliom', 'While the City Sleeps', 'Hangmen Also Die!', 'Scarlet Street', 'Human Desire', 'The Woman in the Window', 'You and Me', 'House by the River', 'The Testament of Dr. Mabuse', 'Western Union', 'The Big Heat', 'Moonfleet', 'Ministry of Fear', 'Moontide', 'Destiny', 'Metropolis', 'Clash by Night', 'You Only Live Once', 'Beyond a Reasonable Doubt', 'M', 'The Blue Gardenia', 'Woman in the Moon', 'Fury', 'Man Hunt']]
Predicted Ans:    Cloak and Dagger
Predicted Path:   Rancho Notorious --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Cloak and Dagger
Path (Raw):       Rancho Notorious --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Cloak and Dagger --[No Operation]--> Cloak and Dagger
Neg LogProb(↓):   1.488191
Path Entropy(↓):  2.632759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie the happy ending
Start Entity:     The Happy Ending
Gold Answer:      [['Richard Brooks']]
Predicted Ans:    Richard Brooks
Predicted Path:   The Happy Ending --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[written_by]--> Richard Brooks
Path (Raw):       The Happy Ending --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.099683
Path Entropy(↓):  0.380505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by michele placido in
Start Entity:     Michele Placido
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Michele Placido --[(INV) written_by]--> Romanzo Criminale --[has_genre]--> Drama
Path (Raw):       Michele Placido --[No Operation]--> Michele Placido --[(INV) written_by]--> Romanzo Criminale --[has_genre]--> Drama
Neg LogProb(↓):   0.014609
Path Entropy(↓):  0.075952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by eileen brennan
Start Entity:     Eileen Brennan
Gold Answer:      [['1976', '1985', '1978']]
Predicted Ans:    1976
Predicted Path:   Eileen Brennan --[(INV) starred_actors]--> Murder by Death --[release_year]--> 1976
Path (Raw):       Eileen Brennan --[No Operation]--> Eileen Brennan --[(INV) starred_actors]--> Murder by Death --[release_year]--> 1976
Neg LogProb(↓):   0.426330
Path Entropy(↓):  0.905867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by judith ivey fall under
Start Entity:     Judith Ivey
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Judith Ivey --[(INV) starred_actors]--> The Lonely Guy --[has_genre]--> Comedy
Path (Raw):       Judith Ivey --[No Operation]--> Judith Ivey --[(INV) starred_actors]--> The Lonely Guy --[has_genre]--> Comedy
Neg LogProb(↓):   0.001084
Path Entropy(↓):  0.008485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of lionel atwill
Start Entity:     Lionel Atwill
Gold Answer:      [['Marlene Dietrich', 'Ralph Bellamy', 'Binnie Barnes', 'Michelle Pfeiffer', 'Winona Ryder', 'Elizabeth Allan', 'Bela Lugosi', 'Glenda Farrell', 'Frank McHugh', 'Lionel Barrymore', 'Cedric Hardwicke', 'William Powell', 'Edward Everett Horton', 'Melvyn Douglas', 'Lee Tracy', 'Rosalind Russell', 'John Boles', 'Lon Chaney Jr.', 'Fay Wray', 'Irene Dunne']]
Predicted Ans:    William Powell
Predicted Path:   Lionel Atwill --[(INV) starred_actors]--> Rendezvous --[starred_actors]--> William Powell
Path (Raw):       Lionel Atwill --[No Operation]--> Lionel Atwill --[(INV) starred_actors]--> Rendezvous --[starred_actors]--> William Powell
Neg LogProb(↓):   0.109258
Path Entropy(↓):  0.365954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of enlightenment guaranteed
Start Entity:     Enlightenment Guaranteed
Gold Answer:      [['Hannelore Elsner', 'Elmar Wepper', 'Aya Irizuki']]
Predicted Ans:    Aya Irizuki
Predicted Path:   Enlightenment Guaranteed --[directed_by]--> Doris Dörrie --[(INV) directed_by]--> Cherry Blossoms --[starred_actors]--> Aya Irizuki
Path (Raw):       Enlightenment Guaranteed --[directed_by]--> Doris Dörrie --[(INV) directed_by]--> Cherry Blossoms --[starred_actors]--> Aya Irizuki
Neg LogProb(↓):   0.061426
Path Entropy(↓):  0.266777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by alaska
Start Entity:     alaska
Gold Answer:      [['Into the Wild', 'The Grey', '30 Days of Night', 'Mystery, Alaska', 'The Proposal', 'Game Change', 'Big Miracle', 'The Fourth Kind', 'North to Alaska']]
Predicted Ans:    Mystery, Alaska
Predicted Path:   alaska --[(INV) has_tags]--> Mystery, Alaska --[has_tags]--> alaska --[(INV) has_tags]--> Mystery, Alaska
Path (Raw):       alaska --[(INV) has_tags]--> Mystery, Alaska --[has_tags]--> alaska --[(INV) has_tags]--> Mystery, Alaska
Neg LogProb(↓):   0.003530
Path Entropy(↓):  0.027838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in prairie fever
Start Entity:     Prairie Fever
Gold Answer:      [['Dallas Jenkins', 'Adrian Lyne', 'Jason Friedberg', 'Aaron Seltzer', 'Michael Roesch', 'Peter Scheerer', 'Martin Campbell', 'Stanley Kubrick', 'John Woo', 'Don Coscarelli', 'John Lafia', 'Harold Cronk', 'Victor Salva', 'Jim Jarmusch', 'Brenton Spencer', 'Christoforos Papakaliatis', 'John Gray', 'Monte Hellman', 'Jonathan Kahn']]
Predicted Ans:    Dallas Jenkins
Predicted Path:   Prairie Fever --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Path (Raw):       Prairie Fever --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Neg LogProb(↓):   0.489990
Path Entropy(↓):  0.909421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was alvin moscow the writer of
Start Entity:     Alvin Moscow
Gold Answer:      [['Patty Hearst']]
Predicted Ans:    Patty Hearst
Predicted Path:   Alvin Moscow --[(INV) written_by]--> Patty Hearst --[written_by]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst
Path (Raw):       Alvin Moscow --[(INV) written_by]--> Patty Hearst --[written_by]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst
Neg LogProb(↓):   0.065710
Path Entropy(↓):  0.236754
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of heaven is for real
Start Entity:     Heaven Is for Real
Gold Answer:      [['Auto Focus', 'Sabrina', 'Stuck in Love', 'Little Miss Sunshine', 'Eden Lake', 'The Last Song', 'Baby Mama', 'Ghost Town', 'Innocence', 'As Good as It Gets', 'Unknown', 'Stuck on You', 'Nurse Betty', 'Thin Ice', 'The English Teacher', 'Dear God', 'Bad News Bears', 'Calvary', 'Feast of Love', "I Don't Know How She Does It", 'Invincible', 'A Smile Like Yours', 'A Single Shot', 'What Planet Are You From?']]
Predicted Ans:    Sabrina
Predicted Path:   Heaven Is for Real --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina
Path (Raw):       Heaven Is for Real --[starred_actors]--> Greg Kinnear --[No Operation]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   0.247021
Path Entropy(↓):  0.817167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the gallant hours
Start Entity:     The Gallant Hours
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Gallant Hours --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Gallant Hours --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.536742
Path Entropy(↓):  4.676176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of tony nottage written films
Start Entity:     Tony Nottage
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Tony Nottage --[(INV) written_by]--> Saving Santa --[release_year]--> 2013
Path (Raw):       Tony Nottage --[No Operation]--> Tony Nottage --[(INV) written_by]--> Saving Santa --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of sam claflin acted films
Start Entity:     Sam Claflin
Gold Answer:      [['Christian Ditter', 'Mikael Salomon', 'Rupert Sanders']]
Predicted Ans:    Mikael Salomon
Predicted Path:   Sam Claflin --[(INV) starred_actors]--> The Lost Future --[directed_by]--> Mikael Salomon
Path (Raw):       Sam Claflin --[No Operation]--> Sam Claflin --[(INV) starred_actors]--> The Lost Future --[directed_by]--> Mikael Salomon
Neg LogProb(↓):   0.049213
Path Entropy(↓):  0.195452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed laws of attraction
Start Entity:     Laws of Attraction
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Laws of Attraction --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Johnny English --[in_language]--> English
Path (Raw):       Laws of Attraction --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Johnny English --[in_language]--> English
Neg LogProb(↓):   0.006383
Path Entropy(↓):  0.041047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by james dearden
Start Entity:     James Dearden
Gold Answer:      [['Barry Unsworth', 'Ira Levin', 'Nick Leeson', 'Lawrence Roman']]
Predicted Ans:    Ira Levin
Predicted Path:   James Dearden --[(INV) directed_by]--> A Kiss Before Dying --[written_by]--> Ira Levin
Path (Raw):       James Dearden --[No Operation]--> James Dearden --[(INV) directed_by]--> A Kiss Before Dying --[written_by]--> Ira Levin
Neg LogProb(↓):   0.809410
Path Entropy(↓):  0.985904
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about ballet
Start Entity:     ballet
Gold Answer:      [['Ballet Shoes', 'Center Stage', 'Black Swan', 'Hans Christian Andersen', 'The Red Shoes', "Mao's Last Dancer", 'Billy Elliot']]
Predicted Ans:    Step Up All In
Predicted Path:   ballet --[(INV) has_tags]--> Mao's Last Dancer --[has_tags]--> dance --[(INV) has_tags]--> Step Up All In
Path (Raw):       ballet --[(INV) has_tags]--> Mao's Last Dancer --[has_tags]--> dance --[(INV) has_tags]--> Step Up All In
Neg LogProb(↓):   0.180710
Path Entropy(↓):  0.607065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with jan josef liefers
Start Entity:     Jan Josef Liefers
Gold Answer:      [['Moritz Bleibtreu', 'Til Schweiger']]
Predicted Ans:    Jan Josef Liefers
Predicted Path:   Jan Josef Liefers --[(INV) starred_actors]--> Knockin' on Heaven's Door --[starred_actors]--> Jan Josef Liefers
Path (Raw):       Jan Josef Liefers --[No Operation]--> Jan Josef Liefers --[(INV) starred_actors]--> Knockin' on Heaven's Door --[starred_actors]--> Jan Josef Liefers
Neg LogProb(↓):   0.467150
Path Entropy(↓):  0.731837
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies can be described with channing tatum
Start Entity:     channing tatum
Gold Answer:      [['Foxcatcher', "She's the Man", '21 Jump Street', 'Magic Mike', 'The Eagle', 'The Vow']]
Predicted Ans:    The Vow
Predicted Path:   channing tatum --[(INV) has_tags]--> The Vow --[has_tags]--> channing tatum --[(INV) has_tags]--> The Vow
Path (Raw):       channing tatum --[(INV) has_tags]--> The Vow --[has_tags]--> channing tatum --[(INV) has_tags]--> The Vow
Neg LogProb(↓):   0.634158
Path Entropy(↓):  1.738995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of sublime
Start Entity:     Sublime
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sublime --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Otis --[has_genre]--> Comedy
Path (Raw):       Sublime --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Otis --[has_genre]--> Comedy
Neg LogProb(↓):   0.060311
Path Entropy(↓):  0.263677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the americanization of emily
Start Entity:     The Americanization of Emily
Gold Answer:      [['Priscilla Chapman', 'John Hartwell', 'Roland Topor', 'János Szász', 'François Truffaut', 'Larry McMurtry', 'Richard M. Bluel', 'Jerzy Kosinski', 'Roy Huggins', 'William R. Lipman', 'Samson Raphaelson', 'Donald Ogden Stewart', 'Neil Jordan', 'Aric Avelino', 'Steven Bagatourian', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Ronald Austin', 'Bill Richmond', 'William Peter Blatty', 'Peter Straub', 'Alan Jacobs', 'Gary Paulsen', 'Sam Peckinpah', 'Rod Amateau', 'Sam Hellman', 'Harriet Frank Jr.', 'Max Schott', 'Conrad Vernon', 'Andrew Adamson', 'Michael Crichton', 'Dale Wasserman', 'Wilson Collison', 'Conrad Richter', 'Arne Sultan', 'Marvin Worth', 'Barry Levinson', 'Stephen Sondheim', 'Paul Brickhill', 'Stewart Raffill', 'Roman Polanski', 'Billy Wilder', 'Charles Brackett', 'Victorien Sardou', 'Melchior Lengyel', 'Walter Reisch', 'Peter Lovesey', 'Bernard Girard', 'Richard Morris', 'Paul Osborn', 'Jeffery Deaver', 'John Michael Hayes', 'John Kohn', 'Walter Bernstein', 'Harry Spalding', 'Dan Gordon', 'George Seaton', 'Richard Brooks', 'Marc Behm', 'Bryan Burrough', 'Robert Anderson', 'Don Tait', 'Brian Moore', 'Donald S. Sanford', 'James A. Michener', 'Arthur Hailey', 'Don DaGradi', 'Bill Walsh', 'Guy Bolton', 'Brian Garfield', 'Larry Gelbart', 'Howard Lindsay', 'Vicki Baum', 'Russel Crouse', 'Anthony Perkins', 'Mort W. Elkind', 'Christopher Coppola', 'Nick Vallelonga', 'William Bowers', 'Jerry Lewis', 'Sidney Buchman', 'Damon Runyon', 'Peter Abrahams', 'Richard H. Landau', 'Robb White', 'Michael Winner', 'Marvin H. Albert', 'Francis de Croisset', 'Lillian Hellman', 'Irving Ravetch', 'Roald Dahl', 'Theodore J. Flicker', 'Carl Reiner', 'Raymond Chandler', 'Vic Morrow', 'Frank Kowalski', 'Evan Hunter', 'W. Somerset Maugham', 'James Wan', 'Leigh Whannell', 'Bruce Willis', 'Hal Fimberg', 'Ben Starr', 'Edward Anhalt', 'Michael M. Grilikhes', 'Elizabeth Taylor', 'Ira Wallach', 'Ernest Lehman', 'Jack Schaefer', 'Blake Edwards', 'Harry Julian Fink', 'Lane Slate', 'Nicholas Sparks', 'Gladys Lehman', 'Meg Cabot', 'Jonathan Lynn', 'Stirling Silliphant', 'James Edward Grant', 'Zach Dean', 'Peter Stone', 'William Goldman', 'John Helyar', 'Bob Randall', 'Mary McCarthy', 'Mike Figgis', 'James J. Altieri']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Americanization of Emily --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       The Americanization of Emily --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.295819
Path Entropy(↓):  1.999641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie as it is in heaven are directed by who
Start Entity:     As It Is in Heaven
Gold Answer:      [['David Fincher', 'Niels Arden Oplev', 'Henry Alex Rubin']]
Predicted Ans:    Niels Arden Oplev
Predicted Path:   As It Is in Heaven --[starred_actors]--> Michael Nyqvist --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[directed_by]--> Niels Arden Oplev
Path (Raw):       As It Is in Heaven --[starred_actors]--> Michael Nyqvist --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[directed_by]--> Niels Arden Oplev
Neg LogProb(↓):   0.148964
Path Entropy(↓):  0.403017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by bill froehlich
Start Entity:     Bill Froehlich
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Bill Froehlich --[(INV) written_by]--> Return to Horror High --[release_year]--> 1987
Path (Raw):       Bill Froehlich --[No Operation]--> Bill Froehlich --[(INV) written_by]--> Return to Horror High --[release_year]--> 1987
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by attila dargay were in which genres
Start Entity:     Attila Dargay
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Attila Dargay --[(INV) written_by]--> The Little Fox --[has_genre]--> Animation
Path (Raw):       Attila Dargay --[No Operation]--> Attila Dargay --[(INV) written_by]--> The Little Fox --[has_genre]--> Animation
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by we all loved each other so much actors
Start Entity:     We All Loved Each Other So Much
Gold Answer:      [['Pietro Germi', 'Jan de Hartog', 'Luc Besson', 'Dino Risi', 'Alfredo Giannetti', 'Robert Altman', 'King Vidor', 'Paolo Virzì', 'Ettore Scola', 'Mario Monicelli', 'Tonino Benacquista', 'Bernardo Bertolucci', 'Valerio Zurlini', 'Dino Buzzati', 'Alberto Moravia', 'Ruggero Maccari', 'Giovanni Arpino', 'Giuseppe De Santis', 'Leo Tolstoy', 'Tinto Brass', 'Ennio De Concini', 'Gerald Di Pego', 'William Diehl', 'Bo Goldman']]
Predicted Ans:    Luc Besson
Predicted Path:   We All Loved Each Other So Much --[starred_actors]--> Vittorio Gassman --[(INV) starred_actors]--> The Family --[written_by]--> Luc Besson
Path (Raw):       We All Loved Each Other So Much --[starred_actors]--> Vittorio Gassman --[(INV) starred_actors]--> The Family --[written_by]--> Luc Besson
Neg LogProb(↓):   1.238810
Path Entropy(↓):  1.567206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by roberto rossellini
Start Entity:     Roberto Rossellini
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Roberto Rossellini --[(INV) written_by]--> Paisan --[has_genre]--> Drama
Path (Raw):       Roberto Rossellini --[No Operation]--> Roberto Rossellini --[(INV) written_by]--> Paisan --[has_genre]--> Drama
Neg LogProb(↓):   0.231609
Path Entropy(↓):  0.565942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film michael jordan to the max
Start Entity:     Michael Jordan to the Max
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Michael Jordan to the Max --[release_year]--> 2000 --[(INV) release_year]--> Tully --[release_year]--> 2000
Path (Raw):       Michael Jordan to the Max --[release_year]--> 2000 --[(INV) release_year]--> Tully --[release_year]--> 2000
Neg LogProb(↓):   2.936690
Path Entropy(↓):  4.114008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor nick thurston is a co - star of who
Start Entity:     Nick Thurston
Gold Answer:      [['Geoffrey Wigdor']]
Predicted Ans:    Geoffrey Wigdor
Predicted Path:   Nick Thurston --[(INV) starred_actors]--> White Irish Drinkers --[starred_actors]--> Geoffrey Wigdor
Path (Raw):       Nick Thurston --[No Operation]--> Nick Thurston --[(INV) starred_actors]--> White Irish Drinkers --[starred_actors]--> Geoffrey Wigdor
Neg LogProb(↓):   0.054752
Path Entropy(↓):  0.208063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by valerie bertinelli released
Start Entity:     Valerie Bertinelli
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Valerie Bertinelli --[(INV) starred_actors]--> Number One with a Bullet --[release_year]--> 1987
Path (Raw):       Valerie Bertinelli --[No Operation]--> Valerie Bertinelli --[(INV) starred_actors]--> Number One with a Bullet --[release_year]--> 1987
Neg LogProb(↓):   0.000061
Path Entropy(↓):  0.000657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by leonardo ricagni starred who
Start Entity:     Leonardo Ricagni
Gold Answer:      [['Michael Lerner', 'Russell Means', 'Litefoot', 'Jeremy Davies']]
Predicted Ans:    Russell Means
Predicted Path:   Leonardo Ricagni --[(INV) directed_by]--> 29 Palms --[starred_actors]--> Russell Means
Path (Raw):       Leonardo Ricagni --[No Operation]--> Leonardo Ricagni --[(INV) directed_by]--> 29 Palms --[starred_actors]--> Russell Means
Neg LogProb(↓):   0.057079
Path Entropy(↓):  0.254076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor mel brooks acted together with who
Start Entity:     Mel Brooks
Gold Answer:      [['Rick Moranis', 'John Candy', 'Bill Pullman', 'Lesley Ann Warren', 'Jeffrey Tambor', 'Cloris Leachman', 'Madeline Kahn', 'Harvey Korman']]
Predicted Ans:    Harvey Korman
Predicted Path:   Mel Brooks --[(INV) starred_actors]--> High Anxiety --[starred_actors]--> Harvey Korman
Path (Raw):       Mel Brooks --[No Operation]--> Mel Brooks --[(INV) starred_actors]--> High Anxiety --[starred_actors]--> Harvey Korman
Neg LogProb(↓):   0.046247
Path Entropy(↓):  0.199814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Miguel gomes was the director of which movies
Start Entity:     Miguel Gomes
Gold Answer:      [['Our Beloved Month of August', 'Tabu']]
Predicted Ans:    Our Beloved Month of August
Predicted Path:   Miguel Gomes --[(INV) directed_by]--> Our Beloved Month of August --[directed_by]--> Miguel Gomes --[(INV) directed_by]--> Our Beloved Month of August
Path (Raw):       Miguel Gomes --[(INV) directed_by]--> Our Beloved Month of August --[directed_by]--> Miguel Gomes --[(INV) directed_by]--> Our Beloved Month of August
Neg LogProb(↓):   0.661389
Path Entropy(↓):  1.171067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie power play
Start Entity:     Power Play
Gold Answer:      [['David Hemmings', "Peter O'Toole"]]
Predicted Ans:    Peter O'Toole
Predicted Path:   Power Play --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Murphy's War --[starred_actors]--> Peter O'Toole
Path (Raw):       Power Play --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Murphy's War --[starred_actors]--> Peter O'Toole
Neg LogProb(↓):   0.292500
Path Entropy(↓):  0.862215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the texas chainsaw massacre
Start Entity:     The Texas Chainsaw Massacre
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Texas Chainsaw Massacre --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The Texas Chainsaw Massacre --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.652829
Path Entropy(↓):  3.992613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jennifer lopez act in
Start Entity:     Jennifer Lopez
Gold Answer:      [['Out of Sight', 'Angel Eyes', 'The Back-up Plan', 'The Cell', 'Anaconda', 'Home', 'Parker', 'Selena', 'Bordertown', 'Monster-in-Law', 'Jack', 'Money Train', 'The Boy Next Door', 'An Unfinished Life', 'The Wedding Planner', 'Blood and Wine', 'Enough', 'Maid in Manhattan']]
Predicted Ans:    The Wedding Planner
Predicted Path:   Jennifer Lopez --[(INV) starred_actors]--> The Wedding Planner --[starred_actors]--> Jennifer Lopez --[(INV) starred_actors]--> The Wedding Planner
Path (Raw):       Jennifer Lopez --[(INV) starred_actors]--> The Wedding Planner --[starred_actors]--> Jennifer Lopez --[(INV) starred_actors]--> The Wedding Planner
Neg LogProb(↓):   0.099225
Path Entropy(↓):  0.509904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of proof
Start Entity:     Proof
Gold Answer:      [['Ethan Frome', "Captain Corelli's Mandolin", 'Shakespeare in Love', 'A Thousand Acres', 'The Best Exotic Marigold Hotel', 'The Second Best Exotic Marigold Hotel', 'The Debt', 'How to Make an American Quilt', 'Golden Gate', 'Killshot']]
Predicted Ans:    The Debt
Predicted Path:   Proof --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt
Path (Raw):       Proof --[No Operation]--> Proof --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt
Neg LogProb(↓):   0.194566
Path Entropy(↓):  0.675749
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film cobb were in which genres
Start Entity:     Cobb
Gold Answer:      [['Music', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Cobb --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Path (Raw):       Cobb --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Neg LogProb(↓):   0.805763
Path Entropy(↓):  1.610851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film soul men
Start Entity:     Soul Men
Gold Answer:      [['David Zucker', 'Malcolm D. Lee', 'Norman Vance Jr.', 'Gore Vidal', 'Pupi Avati', 'Michael McCullers', 'John Ridley']]
Predicted Ans:    Gore Vidal
Predicted Path:   Soul Men --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[written_by]--> Gore Vidal
Path (Raw):       Soul Men --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[written_by]--> Gore Vidal
Neg LogProb(↓):   0.155688
Path Entropy(↓):  0.521187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe st. elmo's fire
Start Entity:     St. Elmo's Fire
Gold Answer:      [['rob lowe', 'brat pack', 'emilio estevez']]
Predicted Ans:    alice cooper
Predicted Path:   St. Elmo's Fire --[has_tags]--> rob lowe --[(INV) has_tags]--> Wayne's World --[has_tags]--> alice cooper
Path (Raw):       St. Elmo's Fire --[has_tags]--> rob lowe --[(INV) has_tags]--> Wayne's World --[has_tags]--> alice cooper
Neg LogProb(↓):   0.000072
Path Entropy(↓):  0.000831
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of secrets
Start Entity:     Secrets
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Secrets --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Secrets --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.164744
Path Entropy(↓):  2.851403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by tape actors
Start Entity:     Tape
Gold Answer:      [['Ronald Neame', 'Brian Goodman', 'Michael Almereyda', 'Eric Luke', 'David Nicholls', 'Guy de Maupassant', 'Boris Pasternak', 'Andrew Niccol', 'Douglas Kennedy', 'James DeMonaco', 'Franco Zeffirelli', 'Jack London', 'Tom Stoppard', 'Ben Younger', 'William Shakespeare', 'David Lean', 'Kenneth Branagh', 'Max Winkler', 'Peter Spierig', 'Kelly Masterson', 'Ethan Hawke', 'Julie Delpy', 'Richard Linklater', 'Emil Stern', 'Jonathan Marc Sherman', 'Philip K. Dick', 'Grigori Kozintsev', 'Joss Whedon', 'Charles Dickens', 'Tom Robbins', 'Laura Kasischke', 'John Boorman', 'Helen Childress', 'Bruce Robinson', 'Gus Van Sant', 'Frank Whaley', 'Kim Krizan', 'John Carpenter', 'Gregg Maxwell Parker', 'Michael Pye', 'Sean Finegan', 'Wesley Strick', 'Bonnie Sikowitz', 'Clare Naylor', 'Tsutomu Takahashi', 'Mimi Hare', 'Cecil McGivern', 'Kay Walsh', 'Piers Paul Read', 'Zak Penn', 'Scott Derrickson', 'Katherine Dieckmann', 'Tony Richardson', 'C. Robert Cargill', 'David Ayer', 'Mel Brooks', 'Keith Gordon', 'H.E. Bates', 'Robert A. Heinlein', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Tape --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> Kenneth Branagh
Path (Raw):       Tape --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> Kenneth Branagh
Neg LogProb(↓):   1.952518
Path Entropy(↓):  3.218520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film this christmas
Start Entity:     This Christmas
Gold Answer:      [['1995', '2006', '2002', '1936']]
Predicted Ans:    1995
Predicted Path:   This Christmas --[written_by]--> Preston A. Whitmore II --[(INV) written_by]--> The Walking Dead --[release_year]--> 1995
Path (Raw):       This Christmas --[written_by]--> Preston A. Whitmore II --[(INV) written_by]--> The Walking Dead --[release_year]--> 1995
Neg LogProb(↓):   0.295535
Path Entropy(↓):  0.695025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with kieran fitzgerald
Start Entity:     Kieran Fitzgerald
Gold Answer:      [['Glendon Swarthout', 'Tommy Lee Jones']]
Predicted Ans:    Glendon Swarthout
Predicted Path:   Kieran Fitzgerald --[(INV) written_by]--> The Homesman --[written_by]--> Glendon Swarthout
Path (Raw):       Kieran Fitzgerald --[No Operation]--> Kieran Fitzgerald --[(INV) written_by]--> The Homesman --[written_by]--> Glendon Swarthout
Neg LogProb(↓):   0.007689
Path Entropy(↓):  0.045635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film human highway
Start Entity:     Human Highway
Gold Answer:      [['2008']]
Predicted Ans:    1982
Predicted Path:   Human Highway --[directed_by]--> Dean Stockwell --[(INV) directed_by]--> Human Highway --[release_year]--> 1982
Path (Raw):       Human Highway --[directed_by]--> Dean Stockwell --[(INV) directed_by]--> Human Highway --[release_year]--> 1982
Neg LogProb(↓):   0.285466
Path Entropy(↓):  0.562245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is jealousy in
Start Entity:     Jealousy
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Jealousy --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Jealousy --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.622217
Path Entropy(↓):  1.677643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by philip kaufman
Start Entity:     philip kaufman
Gold Answer:      [['The Wanderers', 'Invasion of the Body Snatchers', 'The Unbearable Lightness of Being', 'Quills', 'Twisted']]
Predicted Ans:    The Wanderers
Predicted Path:   philip kaufman --[(INV) has_tags]--> The Wanderers --[has_tags]--> philip kaufman --[(INV) has_tags]--> The Wanderers
Path (Raw):       philip kaufman --[(INV) has_tags]--> The Wanderers --[has_tags]--> philip kaufman --[(INV) has_tags]--> The Wanderers
Neg LogProb(↓):   0.067237
Path Entropy(↓):  0.268739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by pierre geller
Start Entity:     Pierre Geller
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Pierre Geller --[(INV) written_by]--> Rebellion --[release_year]--> 2011
Path (Raw):       Pierre Geller --[No Operation]--> Pierre Geller --[(INV) written_by]--> Rebellion --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote identity thief
Start Entity:     Identity Thief
Gold Answer:      [['1998', '2008', '2006', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Identity Thief --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part III --[release_year]--> 2013
Path (Raw):       Identity Thief --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part III --[release_year]--> 2013
Neg LogProb(↓):   0.034450
Path Entropy(↓):  0.187897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the bad seed are written by who
Start Entity:     The Bad Seed
Gold Answer:      [['William Goldman', 'Tad Mosel', 'Bel Kaufman', 'Nunnally Johnson', 'John Gay', 'Leonard Gershe']]
Predicted Ans:    William Goldman
Predicted Path:   The Bad Seed --[starred_actors]--> Eileen Heckart --[(INV) starred_actors]--> No Way to Treat a Lady --[written_by]--> William Goldman
Path (Raw):       The Bad Seed --[starred_actors]--> Eileen Heckart --[(INV) starred_actors]--> No Way to Treat a Lady --[written_by]--> William Goldman
Neg LogProb(↓):   0.262430
Path Entropy(↓):  0.693972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by joel zwick release
Start Entity:     Joel Zwick
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Joel Zwick --[(INV) directed_by]--> My Big Fat Greek Wedding --[release_year]--> 2002
Path (Raw):       Joel Zwick --[No Operation]--> Joel Zwick --[(INV) directed_by]--> My Big Fat Greek Wedding --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie anything goes
Start Entity:     Anything Goes
Gold Answer:      [['George Cukor', 'Irving Pichel', 'Norman Taurog', 'Gordon Douglas', 'Blake Edwards', 'Hal Walker', 'Norman Panama', 'Walter Lang', 'Billy Wilder', 'Raoul Walsh', 'Michael Curtiz', 'Frank Capra', 'Arthur Lubin', 'Herbert Ross', 'Victor Schertzinger', 'Joshua Logan', 'Charles Walters', 'Stanley Donen', 'Leo McCarey', 'Theodore Reed', 'Gene Kelly', 'George Seaton', 'Charles Vidor', 'David Butler', 'Norman Z. McLeod', 'Mark Sandrich', 'Stuart Heisler']]
Predicted Ans:    George Seaton
Predicted Path:   Anything Goes --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[directed_by]--> George Seaton
Path (Raw):       Anything Goes --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[directed_by]--> George Seaton
Neg LogProb(↓):   0.300231
Path Entropy(↓):  0.908881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the captive
Start Entity:     The Captive
Gold Answer:      [['Danny Boyle', 'Chris Rock', 'Gabriele Muccino', 'Craig Bolotin', 'Jason Buxton', 'Ethan Hawke', 'Robert Rodriguez', 'Deborah Kaplan', 'Harry Elfont', 'David Barrett', 'Ryan Coogler', 'Quentin Tarantino', 'Talia Lugacy']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   The Captive --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[directed_by]--> Robert Rodriguez
Path (Raw):       The Captive --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[directed_by]--> Robert Rodriguez
Neg LogProb(↓):   0.109008
Path Entropy(↓):  0.521428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film addicted
Start Entity:     Addicted
Gold Answer:      [['Zane']]
Predicted Ans:    Zane
Predicted Path:   Addicted --[written_by]--> Zane --[(INV) written_by]--> Addicted --[written_by]--> Zane
Path (Raw):       Addicted --[written_by]--> Zane --[(INV) written_by]--> Addicted --[written_by]--> Zane
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the long gray line were in which languages
Start Entity:     The Long Gray Line
Gold Answer:      [['Welsh', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   The Long Gray Line --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The Long Gray Line --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.044212
Path Entropy(↓):  0.188716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of rango
Start Entity:     Rango
Gold Answer:      [['Tom Wilkinson', 'Julia Roberts', 'Johnny Depp', 'Jay Silverheels', 'Brad Pitt', 'Bonita Granville', 'Nicolas Cage', 'Martin Henderson', 'Naomi Watts', 'Hope Davis', 'William Fichtner', 'Armie Hammer', 'Clayton Moore', 'Michael Caine']]
Predicted Ans:    Ned Beatty
Predicted Path:   Rango --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango --[starred_actors]--> Ned Beatty
Path (Raw):       Rango --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango --[starred_actors]--> Ned Beatty
Neg LogProb(↓):   0.059614
Path Entropy(↓):  0.221619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe twice upon a time
Start Entity:     Twice Upon a Time
Gold Answer:      [['bd-r', 'animation', 'john korty']]
Predicted Ans:    bd-r
Predicted Path:   Twice Upon a Time --[written_by]--> John Korty --[(INV) written_by]--> Twice Upon a Time --[has_tags]--> bd-r
Path (Raw):       Twice Upon a Time --[written_by]--> John Korty --[(INV) written_by]--> Twice Upon a Time --[has_tags]--> bd-r
Neg LogProb(↓):   0.258515
Path Entropy(↓):  0.546945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jared kurt were in which genres
Start Entity:     Jared Kurt
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jared Kurt --[(INV) written_by]--> K-11 --[has_genre]--> Drama
Path (Raw):       Jared Kurt --[No Operation]--> Jared Kurt --[(INV) written_by]--> K-11 --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does clancy brown act in
Start Entity:     Clancy Brown
Gold Answer:      [['Cast a Deadly Spell', 'Pathfinder', 'Shoot to Kill', 'John Dies at the End', 'Past Midnight', 'Blue Steel', 'The SpongeBob SquarePants Movie', 'The Trials of Cate McCall', 'Sparks', 'Highlander']]
Predicted Ans:    Sparks
Predicted Path:   Clancy Brown --[(INV) starred_actors]--> Sparks --[written_by]--> Christopher Folino --[(INV) written_by]--> Sparks
Path (Raw):       Clancy Brown --[(INV) starred_actors]--> Sparks --[written_by]--> Christopher Folino --[(INV) written_by]--> Sparks
Neg LogProb(↓):   0.782817
Path Entropy(↓):  1.286893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter enda walsh
Start Entity:     Enda Walsh
Gold Answer:      [['Cillian Murphy', 'Per Oscarsson', 'Liam McMahon', 'Elaine Cassidy']]
Predicted Ans:    Per Oscarsson
Predicted Path:   Enda Walsh --[(INV) written_by]--> Hunger --[starred_actors]--> Per Oscarsson
Path (Raw):       Enda Walsh --[No Operation]--> Enda Walsh --[(INV) written_by]--> Hunger --[starred_actors]--> Per Oscarsson
Neg LogProb(↓):   0.016610
Path Entropy(↓):  0.098696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of the party starred who
Start Entity:     The Party
Gold Answer:      [['Bing Crosby', 'Steve Martin', 'Peter Falk', 'Bruce Willis', 'Lana Clarkson', 'Julie Andrews', 'Kirstie Alley', 'Jean Reno', 'Lesley Ann Warren', 'Charles Bickford', 'Cary Grant', 'Robert Wagner', 'Robert Webber', 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Burt Reynolds', 'William Holden', 'Jack Lemmon', 'David Niven', 'Ellen Barkin', 'Roberto Benigni', 'Herbert Lom', 'Capucine', 'Tuesday Weld', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Patricia Neal', 'George Peppard', 'Elke Sommer', 'Buddy Ebsen', 'JoBeth Williams', 'Jimmy Smits', 'John Ritter', 'Joseph Bottoms', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Jack Klugman', 'Stefanie Powers', 'Ted Danson', 'Glenn Ford', 'Fabian', 'Tony Curtis', 'Lee Remick', 'Audrey Hepburn', 'Dudley Moore', 'Kevin Kline', 'Howie Mandel', 'Lorraine Bracco', 'Bo Derek', 'Emily Mortimer', 'Natalie Wood', 'Robert Preston', 'Rock Hudson', "Ryan O'Neal"]]
Predicted Ans:    David Niven
Predicted Path:   The Party --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Pink Panther --[starred_actors]--> David Niven
Path (Raw):       The Party --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Pink Panther --[starred_actors]--> David Niven
Neg LogProb(↓):   1.089498
Path Entropy(↓):  2.420296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by justin pierce were released in which years
Start Entity:     Justin Pierce
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Justin Pierce --[(INV) starred_actors]--> Kids --[release_year]--> 1995
Path (Raw):       Justin Pierce --[No Operation]--> Justin Pierce --[(INV) starred_actors]--> Kids --[release_year]--> 1995
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of tremors
Start Entity:     Tremors
Gold Answer:      [['Lowell Ganz', 'Babaloo Mandel', 'Merian C. Cooper', 'Ruth Rose']]
Predicted Ans:    Ron Underwood
Predicted Path:   Tremors --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[directed_by]--> Ron Underwood
Path (Raw):       Tremors --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[directed_by]--> Ron Underwood
Neg LogProb(↓):   0.593573
Path Entropy(↓):  1.042852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by bruno s.
Start Entity:     Bruno S.
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[written_by]--> Werner Herzog
Path (Raw):       Bruno S. --[No Operation]--> Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[written_by]--> Werner Herzog
Neg LogProb(↓):   0.005051
Path Entropy(↓):  0.031683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of halloweentown high
Start Entity:     Halloweentown High
Gold Answer:      [['Big Bad Wolf', 'Tumbleweeds']]
Predicted Ans:    Tumbleweeds
Predicted Path:   Halloweentown High --[starred_actors]--> Kimberly J. Brown --[(INV) starred_actors]--> Tumbleweeds
Path (Raw):       Halloweentown High --[starred_actors]--> Kimberly J. Brown --[No Operation]--> Kimberly J. Brown --[(INV) starred_actors]--> Tumbleweeds
Neg LogProb(↓):   0.000488
Path Entropy(↓):  0.004393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by lionel white
Start Entity:     Lionel White
Gold Answer:      [['Stanley Kubrick']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Lionel White --[(INV) written_by]--> The Killing --[directed_by]--> Stanley Kubrick
Path (Raw):       Lionel White --[No Operation]--> Lionel White --[(INV) written_by]--> The Killing --[directed_by]--> Stanley Kubrick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in chaos
Start Entity:     Chaos
Gold Answer:      [['Kevin Gage']]
Predicted Ans:    Masato Hagiwara
Predicted Path:   Chaos --[starred_actors]--> Masato Hagiwara --[(INV) starred_actors]--> Chaos --[starred_actors]--> Masato Hagiwara
Path (Raw):       Chaos --[starred_actors]--> Masato Hagiwara --[(INV) starred_actors]--> Chaos --[starred_actors]--> Masato Hagiwara
Neg LogProb(↓):   0.005057
Path Entropy(↓):  0.039158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of garden state is also the director of which movies
Start Entity:     Garden State
Gold Answer:      [['Wish I Was Here']]
Predicted Ans:    Garden State
Predicted Path:   Garden State --[directed_by]--> Zach Braff --[(INV) directed_by]--> Garden State
Path (Raw):       Garden State --[directed_by]--> Zach Braff --[(INV) directed_by]--> Garden State --[No Operation]--> Garden State
Neg LogProb(↓):   0.021568
Path Entropy(↓):  0.109667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the grace of monaco director
Start Entity:     Grace of Monaco
Gold Answer:      [['Olivier Dahan']]
Predicted Ans:    Olivier Dahan
Predicted Path:   Grace of Monaco --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[written_by]--> Olivier Dahan
Path (Raw):       Grace of Monaco --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[written_by]--> Olivier Dahan
Neg LogProb(↓):   0.102703
Path Entropy(↓):  0.320410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the last of sheila actors
Start Entity:     The Last of Sheila
Gold Answer:      [['Howard R. Cohen', 'Daniel Mann', 'Buzz Kulik', 'Mike Nichols', 'Michael Crichton', 'Allan Arkush', 'Alexander Mackendrick', 'Gordon Douglas', 'Henri Verneuil', 'Richard Benjamin', 'Stewart Raffill', 'Christopher Coppola', 'George Schaefer', 'Michael Lehmann', 'Otto Preminger', 'Jerry Schatzberg', 'Jerry Lewis', 'Jack Smight', 'Bernard Girard', 'Larry Peerce', 'Stefan Ruzowitzky', 'Michael Winner', 'Aric Avelino', 'Martha Coolidge', 'Herbert Ross', 'Bruce Geller', 'Stanley Donen', 'Joseph Sargent', 'Buck Henry', 'Frank Perry', 'Glenn Jordan', 'Sidney Lumet', 'Theodore J. Flicker', 'Alan Jacobs', 'Brian Levant', 'Richard Brooks', 'Robert M. Young', 'Sam Peckinpah', 'Ken Hughes', 'Stan Dragoti', 'Arthur Hiller', 'Burt Kennedy']]
Predicted Ans:    Michael Crichton
Predicted Path:   The Last of Sheila --[starred_actors]--> Richard Benjamin --[(INV) starred_actors]--> Westworld --[directed_by]--> Michael Crichton
Path (Raw):       The Last of Sheila --[starred_actors]--> Richard Benjamin --[(INV) starred_actors]--> Westworld --[directed_by]--> Michael Crichton
Neg LogProb(↓):   0.998150
Path Entropy(↓):  1.418167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie gangster no. 1
Start Entity:     Gangster No. 1
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Gangster No. 1 --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Gangster No. 1 --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   0.964749
Path Entropy(↓):  1.992285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the thing with two heads
Start Entity:     The Thing with Two Heads
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Thing with Two Heads --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       The Thing with Two Heads --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.297953
Path Entropy(↓):  1.114099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film tart
Start Entity:     Tart
Gold Answer:      [['Mark Twain', 'Lee Hirsch', 'Roger Pullis', 'Jim Schutze', 'Christopher Gambale', 'Paul Kimatian', 'Stephen King', 'Steven Gaydos', 'Stephen Sommers', 'David McKenna', 'Vladimir Nabokov', 'Stephen Gaghan', 'Jessica Kaplan', 'Blake Nelson', 'David E. Tolchinsky']]
Predicted Ans:    Vladimir Nabokov
Predicted Path:   Tart --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[written_by]--> Vladimir Nabokov
Path (Raw):       Tart --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[written_by]--> Vladimir Nabokov
Neg LogProb(↓):   0.749383
Path Entropy(↓):  0.951526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the masseurs and a woman
Start Entity:     The Masseurs and a Woman
Gold Answer:      [['Hiroshi Shimizu']]
Predicted Ans:    Hiroshi Shimizu
Predicted Path:   The Masseurs and a Woman --[written_by]--> Hiroshi Shimizu --[(INV) written_by]--> The Masseurs and a Woman --[written_by]--> Hiroshi Shimizu
Path (Raw):       The Masseurs and a Woman --[written_by]--> Hiroshi Shimizu --[(INV) written_by]--> The Masseurs and a Woman --[written_by]--> Hiroshi Shimizu
Neg LogProb(↓):   0.000349
Path Entropy(↓):  0.003126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of hallam foe
Start Entity:     Hallam Foe
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hallam Foe --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Hallam Foe --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.496084
Path Entropy(↓):  4.618862
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the contender
Start Entity:     The Contender
Gold Answer:      [['2001', '1971', '1999', '2011', '2007']]
Predicted Ans:    1971
Predicted Path:   The Contender --[directed_by]--> Rod Lurie --[(INV) directed_by]--> Straw Dogs --[release_year]--> 1971
Path (Raw):       The Contender --[directed_by]--> Rod Lurie --[(INV) directed_by]--> Straw Dogs --[release_year]--> 1971
Neg LogProb(↓):   0.569658
Path Entropy(↓):  0.876160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie our little girl are directed by who
Start Entity:     Our Little Girl
Gold Answer:      [['George Cukor', 'William Dieterle', 'William A. Seiter', 'Cecil B. DeMille', 'Howard Bretherton', 'Fabrice Canepa', 'Preston Sturges', 'Maurice Tourneur', 'Stuart Gilmore', 'Irving Cummings', 'Walter Lang', 'Henry Hathaway', 'Raoul Walsh', 'King Vidor', 'John Ford', 'Leigh Janiak', 'Byron Haskin', 'Allan Dwan', 'Walter Bernstein', 'Alfred Santell', 'Richard Wallace', 'Harry Lachman', 'Alexander Hall', 'William Keighley', 'Alfred Hitchcock', 'Peter Godfrey', 'Irving Reis', 'Ernest B. Schoedsack', 'David Butler', 'George Stevens', 'Sam Peckinpah', 'Howard Hawks']]
Predicted Ans:    Allan Dwan
Predicted Path:   Our Little Girl --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Path (Raw):       Our Little Girl --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Neg LogProb(↓):   0.987476
Path Entropy(↓):  1.834115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie i'm with lucy
Start Entity:     I'm with Lucy
Gold Answer:      [['Robert Towne', 'John N. Smith']]
Predicted Ans:    Robert Towne
Predicted Path:   I'm with Lucy --[starred_actors]--> Monica Potter --[(INV) starred_actors]--> Without Limits --[directed_by]--> Robert Towne
Path (Raw):       I'm with Lucy --[starred_actors]--> Monica Potter --[(INV) starred_actors]--> Without Limits --[directed_by]--> Robert Towne
Neg LogProb(↓):   0.000915
Path Entropy(↓):  0.007357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about pixar animation
Start Entity:     pixar animation
Gold Answer:      [['Cars', 'Toy Story 3', 'Ratatouille', 'Toy Story 2', 'The Incredibles', 'Monsters, Inc.', 'Finding Nemo', 'Toy Story', "A Bug's Life"]]
Predicted Ans:    Finding Nemo
Predicted Path:   pixar animation --[(INV) has_tags]--> Finding Nemo --[has_tags]--> sydney --[(INV) has_tags]--> Finding Nemo
Path (Raw):       pixar animation --[(INV) has_tags]--> Finding Nemo --[has_tags]--> sydney --[(INV) has_tags]--> Finding Nemo
Neg LogProb(↓):   0.115219
Path Entropy(↓):  0.522434
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed dracula 3d
Start Entity:     Dracula 3D
Gold Answer:      [['Latin', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Dracula 3D --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[in_language]--> Italian
Path (Raw):       Dracula 3D --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[in_language]--> Italian
Neg LogProb(↓):   0.019226
Path Entropy(↓):  0.108713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the tillman story
Start Entity:     The Tillman Story
Gold Answer:      [['Western', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Tillman Story --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Path (Raw):       The Tillman Story --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Neg LogProb(↓):   0.777381
Path Entropy(↓):  1.155764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing holy flying circus
Start Entity:     Holy Flying Circus
Gold Answer:      [['monty python']]
Predicted Ans:    john cleese
Predicted Path:   Holy Flying Circus --[has_tags]--> monty python --[(INV) has_tags]--> And Now for Something Completely Different --[has_tags]--> john cleese
Path (Raw):       Holy Flying Circus --[has_tags]--> monty python --[(INV) has_tags]--> And Now for Something Completely Different --[has_tags]--> john cleese
Neg LogProb(↓):   0.000254
Path Entropy(↓):  0.002469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie curse of chucky starred who
Start Entity:     Curse of Chucky
Gold Answer:      [['Danielle Bisutti', 'Fiona Dourif']]
Predicted Ans:    Fiona Dourif
Predicted Path:   Curse of Chucky --[starred_actors]--> Fiona Dourif --[(INV) starred_actors]--> Curse of Chucky --[starred_actors]--> Fiona Dourif
Path (Raw):       Curse of Chucky --[starred_actors]--> Fiona Dourif --[(INV) starred_actors]--> Curse of Chucky --[starred_actors]--> Fiona Dourif
Neg LogProb(↓):   0.010576
Path Entropy(↓):  0.061643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did fraser clarke heston write
Start Entity:     Fraser Clarke Heston
Gold Answer:      [['Mother Lode', 'Treasure Island']]
Predicted Ans:    Mother Lode
Predicted Path:   Fraser Clarke Heston --[(INV) written_by]--> Mother Lode --[written_by]--> Fraser Clarke Heston --[(INV) written_by]--> Mother Lode
Path (Raw):       Fraser Clarke Heston --[(INV) written_by]--> Mother Lode --[written_by]--> Fraser Clarke Heston --[(INV) written_by]--> Mother Lode
Neg LogProb(↓):   0.001876
Path Entropy(↓):  0.014787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of submerged
Start Entity:     Submerged
Gold Answer:      [['Anthony Hickox']]
Predicted Ans:    Anthony Hickox
Predicted Path:   Submerged --[written_by]--> Anthony Hickox --[(INV) written_by]--> Prince Valiant --[directed_by]--> Anthony Hickox
Path (Raw):       Submerged --[written_by]--> Anthony Hickox --[(INV) written_by]--> Prince Valiant --[directed_by]--> Anthony Hickox
Neg LogProb(↓):   0.077228
Path Entropy(↓):  0.297817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the patsy starred who
Start Entity:     The Patsy
Gold Answer:      [['Larry Miller', 'Eddie Murphy', 'Tim Meadows', 'James Coburn', 'Jerry Lewis']]
Predicted Ans:    Jerry Lewis
Predicted Path:   The Patsy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[starred_actors]--> Jerry Lewis
Path (Raw):       The Patsy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[starred_actors]--> Jerry Lewis
Neg LogProb(↓):   0.095311
Path Entropy(↓):  0.343581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film conquest of the planet of the apes
Start Entity:     Conquest of the Planet of the Apes
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Conquest of the Planet of the Apes --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Path (Raw):       Conquest of the Planet of the Apes --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Neg LogProb(↓):   1.514212
Path Entropy(↓):  3.063286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of throw down
Start Entity:     Throw Down
Gold Answer:      [['Kelly Lin', 'Louis Koo', 'Francis Ng', 'Robert De Niro', 'Sammi Cheng', 'Andy Lau', 'Aidan Quinn', 'Matthew Broderick', 'Andy On', 'Ray McAnally', 'Jeremy Irons', 'Melissa George', 'Daniel Wu', 'Michael Dorman', 'Nick Cheung', 'Kelly Chen', 'Richie Jen', 'Sylvie Testud', 'Johnny Hallyday', 'Simon Yam', 'Ruby Wong', 'Reese Witherspoon']]
Predicted Ans:    Andy Lau
Predicted Path:   Throw Down --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[starred_actors]--> Andy Lau
Path (Raw):       Throw Down --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[starred_actors]--> Andy Lau
Neg LogProb(↓):   0.706866
Path Entropy(↓):  1.300686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of dan stevens acted films
Start Entity:     Dan Stevens
Gold Answer:      [['Jonathan Smith', 'Simon Barrett', 'Thomas McCarthy', 'Paul Sado']]
Predicted Ans:    Paul Sado
Predicted Path:   Dan Stevens --[(INV) starred_actors]--> The Cobbler --[written_by]--> Paul Sado
Path (Raw):       Dan Stevens --[No Operation]--> Dan Stevens --[(INV) starred_actors]--> The Cobbler --[written_by]--> Paul Sado
Neg LogProb(↓):   0.240486
Path Entropy(↓):  0.781761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the new country in
Start Entity:     The New Country
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   The New Country --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Together --[in_language]--> Swedish
Path (Raw):       The New Country --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Together --[in_language]--> Swedish
Neg LogProb(↓):   0.206218
Path Entropy(↓):  0.493656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the human resources manager were in which genres
Start Entity:     The Human Resources Manager
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Human Resources Manager --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[has_genre]--> Drama
Path (Raw):       The Human Resources Manager --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[has_genre]--> Drama
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of simon birch
Start Entity:     Simon Birch
Gold Answer:      [['Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Simon Birch --[directed_by]--> Mark Steven Johnson --[(INV) directed_by]--> Simon Birch --[has_genre]--> Drama
Path (Raw):       Simon Birch --[directed_by]--> Mark Steven Johnson --[(INV) directed_by]--> Simon Birch --[has_genre]--> Drama
Neg LogProb(↓):   0.549558
Path Entropy(↓):  0.848590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film carolina
Start Entity:     Carolina
Gold Answer:      [['1970', '2003', '1959', '1993', '1985', '1979', '1977', '2007', '1998', '1963', '2009', '2010', '2004', '1994', '1983', '1995', '1976', '1972', '2001', '1990', '1989', '1996', '2012', '1961', '1955', '2011', '2013', '1962', '2000', '1964', '1997', '1975', '1966', '1960', '2005', '1999', '1987', '1969', '1958']]
Predicted Ans:    1990
Predicted Path:   Carolina --[starred_actors]--> Randy Quaid --[(INV) starred_actors]--> Days of Thunder --[release_year]--> 1990
Path (Raw):       Carolina --[starred_actors]--> Randy Quaid --[(INV) starred_actors]--> Days of Thunder --[release_year]--> 1990
Neg LogProb(↓):   0.937251
Path Entropy(↓):  2.125215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by linda evans
Start Entity:     Linda Evans
Gold Answer:      [['Andrew V. McLaglen']]
Predicted Ans:    Andrew V. McLaglen
Predicted Path:   Linda Evans --[(INV) starred_actors]--> Mitchell --[directed_by]--> Andrew V. McLaglen
Path (Raw):       Linda Evans --[No Operation]--> Linda Evans --[(INV) starred_actors]--> Mitchell --[directed_by]--> Andrew V. McLaglen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - directors of francesco rosi
Start Entity:     Francesco Rosi
Gold Answer:      [['Carlos Saura', 'Ernst Lubitsch']]
Predicted Ans:    Carlos Saura
Predicted Path:   Francesco Rosi --[(INV) directed_by]--> Carmen --[directed_by]--> Carlos Saura
Path (Raw):       Francesco Rosi --[No Operation]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[directed_by]--> Carlos Saura
Neg LogProb(↓):   0.163774
Path Entropy(↓):  0.523061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of model shop
Start Entity:     Model Shop
Gold Answer:      [['Jacques Demy']]
Predicted Ans:    Jacques Demy
Predicted Path:   Model Shop --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg --[directed_by]--> Jacques Demy
Path (Raw):       Model Shop --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg --[directed_by]--> Jacques Demy
Neg LogProb(↓):   0.096706
Path Entropy(↓):  0.376596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of m. butterfly
Start Entity:     M. Butterfly
Gold Answer:      [['Matt Dillon', 'Joan Chen', 'Bruno Kirby']]
Predicted Ans:    Jeremy Irons
Predicted Path:   M. Butterfly --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[starred_actors]--> Jeremy Irons
Path (Raw):       M. Butterfly --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[starred_actors]--> Jeremy Irons
Neg LogProb(↓):   0.020855
Path Entropy(↓):  0.107183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote ten canoes
Start Entity:     Ten Canoes
Gold Answer:      [['Nicholas Hope', 'David Gulpilil', 'Gary Sweet']]
Predicted Ans:    Crusoe Kurddal
Predicted Path:   Ten Canoes --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[starred_actors]--> Crusoe Kurddal
Path (Raw):       Ten Canoes --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[starred_actors]--> Crusoe Kurddal
Neg LogProb(↓):   0.002245
Path Entropy(↓):  0.018922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films acted by shohreh aghdashloo
Start Entity:     Shohreh Aghdashloo
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Shohreh Aghdashloo --[(INV) starred_actors]--> The Stoning of Soraya M. --[in_language]--> Persian
Path (Raw):       Shohreh Aghdashloo --[No Operation]--> Shohreh Aghdashloo --[(INV) starred_actors]--> The Stoning of Soraya M. --[in_language]--> Persian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by monster in a box writers release
Start Entity:     Monster in a Box
Gold Answer:      [['1996', '1987']]
Predicted Ans:    1992
Predicted Path:   Monster in a Box --[written_by]--> Spalding Gray --[(INV) written_by]--> Monster in a Box --[release_year]--> 1992
Path (Raw):       Monster in a Box --[written_by]--> Spalding Gray --[(INV) written_by]--> Monster in a Box --[release_year]--> 1992
Neg LogProb(↓):   0.170203
Path Entropy(↓):  0.515098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films written by richard d'ovidio
Start Entity:     Richard D'Ovidio
Gold Answer:      [['Brad Anderson']]
Predicted Ans:    Brad Anderson
Predicted Path:   Richard D'Ovidio --[(INV) written_by]--> The Call --[directed_by]--> Brad Anderson
Path (Raw):       Richard D'Ovidio --[No Operation]--> Richard D'Ovidio --[(INV) written_by]--> The Call --[directed_by]--> Brad Anderson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of pretty persuasion
Start Entity:     Pretty Persuasion
Gold Answer:      [['Across the Universe', 'The Conspirator', 'Thirteen', 'The Wrestler', 'Down in the Valley', 'The Life Before Her Eyes', 'Little Secrets', 'Charlie Countryman', 'Running with Scissors', 'King of California', 'Barefoot', 'Digging to China']]
Predicted Ans:    The Wrestler
Predicted Path:   Pretty Persuasion --[starred_actors]--> Evan Rachel Wood --[(INV) starred_actors]--> The Wrestler
Path (Raw):       Pretty Persuasion --[starred_actors]--> Evan Rachel Wood --[No Operation]--> Evan Rachel Wood --[(INV) starred_actors]--> The Wrestler
Neg LogProb(↓):   0.932686
Path Entropy(↓):  1.414731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was sally yeh an actor in
Start Entity:     Sally Yeh
Gold Answer:      [['The Killer']]
Predicted Ans:    The Killer
Predicted Path:   Sally Yeh --[(INV) starred_actors]--> The Killer --[starred_actors]--> Danny Lee --[(INV) starred_actors]--> The Killer
Path (Raw):       Sally Yeh --[(INV) starred_actors]--> The Killer --[starred_actors]--> Danny Lee --[(INV) starred_actors]--> The Killer
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the signal was written by who
Start Entity:     The Signal
Gold Answer:      [['William Eubank', 'David Frigerio', 'Carlyle Eubank']]
Predicted Ans:    David Bruckner
Predicted Path:   The Signal --[written_by]--> Carlyle Eubank --[(INV) written_by]--> The Signal --[written_by]--> David Bruckner
Path (Raw):       The Signal --[written_by]--> Carlyle Eubank --[(INV) written_by]--> The Signal --[written_by]--> David Bruckner
Neg LogProb(↓):   1.134368
Path Entropy(↓):  1.849346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the language spoken in in my skin
Start Entity:     In My Skin
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   In My Skin --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       In My Skin --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.261154
Path Entropy(↓):  2.988341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the last movie
Start Entity:     The Last Movie
Gold Answer:      [['Dennis Hopper', 'Peter Fonda']]
Predicted Ans:    Dennis Hopper
Predicted Path:   The Last Movie --[written_by]--> Dennis Hopper --[(INV) written_by]--> Easy Rider --[starred_actors]--> Dennis Hopper
Path (Raw):       The Last Movie --[written_by]--> Dennis Hopper --[(INV) written_by]--> Easy Rider --[starred_actors]--> Dennis Hopper
Neg LogProb(↓):   0.499655
Path Entropy(↓):  0.893014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of barbara
Start Entity:     Barbara
Gold Answer:      [['Benno Fürmann', 'Nina Hoss', 'Astrid Meyerfeldt']]
Predicted Ans:    Benno Fürmann
Predicted Path:   Barbara --[written_by]--> Christian Petzold --[(INV) written_by]--> Wolfsburg --[starred_actors]--> Benno Fürmann
Path (Raw):       Barbara --[written_by]--> Christian Petzold --[(INV) written_by]--> Wolfsburg --[starred_actors]--> Benno Fürmann
Neg LogProb(↓):   0.391653
Path Entropy(↓):  0.823034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie under the tuscan sun about
Start Entity:     Under the Tuscan Sun
Gold Answer:      [['comedy', 'tuscany', 'diane lane', 'divorce']]
Predicted Ans:    tuscany
Predicted Path:   Under the Tuscan Sun --[has_tags]--> tuscany --[(INV) has_tags]--> Under the Tuscan Sun --[has_tags]--> tuscany
Path (Raw):       Under the Tuscan Sun --[has_tags]--> tuscany --[(INV) has_tags]--> Under the Tuscan Sun --[has_tags]--> tuscany
Neg LogProb(↓):   0.013463
Path Entropy(↓):  0.085897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the oscar
Start Entity:     The Oscar
Gold Answer:      [['Richard Sale', 'Harlan Ellison', 'Russell Rouse', 'Clarence Greene']]
Predicted Ans:    Clarence Greene
Predicted Path:   The Oscar --[written_by]--> Clarence Greene --[(INV) written_by]--> The Thief --[written_by]--> Clarence Greene
Path (Raw):       The Oscar --[written_by]--> Clarence Greene --[(INV) written_by]--> The Thief --[written_by]--> Clarence Greene
Neg LogProb(↓):   1.399376
Path Entropy(↓):  1.643686
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed titus
Start Entity:     Titus
Gold Answer:      [['Julie Taymor']]
Predicted Ans:    Julie Taymor
Predicted Path:   Titus --[directed_by]--> Julie Taymor --[(INV) directed_by]--> Titus --[directed_by]--> Julie Taymor
Path (Raw):       Titus --[directed_by]--> Julie Taymor --[(INV) directed_by]--> Titus --[directed_by]--> Julie Taymor
Neg LogProb(↓):   0.007459
Path Entropy(↓):  0.043876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by gualtiero jacopetti
Start Entity:     Gualtiero Jacopetti
Gold Answer:      [['Franco Prosperi']]
Predicted Ans:    Franco Prosperi
Predicted Path:   Gualtiero Jacopetti --[(INV) written_by]--> Goodbye Uncle Tom --[written_by]--> Franco Prosperi
Path (Raw):       Gualtiero Jacopetti --[No Operation]--> Gualtiero Jacopetti --[(INV) written_by]--> Goodbye Uncle Tom --[written_by]--> Franco Prosperi
Neg LogProb(↓):   0.001164
Path Entropy(↓):  0.009958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in true crime
Start Entity:     True Crime
Gold Answer:      [['Kevin Dillon', 'Alicia Silverstone']]
Predicted Ans:    Kevin Dillon
Predicted Path:   True Crime --[starred_actors]--> Kevin Dillon --[(INV) starred_actors]--> No Escape --[starred_actors]--> Kevin Dillon
Path (Raw):       True Crime --[starred_actors]--> Kevin Dillon --[(INV) starred_actors]--> No Escape --[starred_actors]--> Kevin Dillon
Neg LogProb(↓):   0.028449
Path Entropy(↓):  0.150141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for smiles of a summer night
Start Entity:     Smiles of a Summer Night
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Smiles of a Summer Night --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Face to Face --[directed_by]--> Ingmar Bergman
Path (Raw):       Smiles of a Summer Night --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Face to Face --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   1.221332
Path Entropy(↓):  1.966176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the mask of fu manchu
Start Entity:     The Mask of Fu Manchu
Gold Answer:      [['Swedish', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Mask of Fu Manchu --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Path (Raw):       The Mask of Fu Manchu --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Neg LogProb(↓):   0.035555
Path Entropy(↓):  0.173558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by richard marquand
Start Entity:     Richard Marquand
Gold Answer:      [['Drama', 'Horror', 'War', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Richard Marquand --[(INV) directed_by]--> Eye of the Needle --[has_genre]--> Thriller
Path (Raw):       Richard Marquand --[No Operation]--> Richard Marquand --[(INV) directed_by]--> Eye of the Needle --[has_genre]--> Thriller
Neg LogProb(↓):   0.188064
Path Entropy(↓):  0.553708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie first family
Start Entity:     First Family
Gold Answer:      [['1978', '1943']]
Predicted Ans:    1978
Predicted Path:   First Family --[directed_by]--> Buck Henry --[(INV) directed_by]--> Heaven Can Wait --[release_year]--> 1978
Path (Raw):       First Family --[directed_by]--> Buck Henry --[(INV) directed_by]--> Heaven Can Wait --[release_year]--> 1978
Neg LogProb(↓):   0.532423
Path Entropy(↓):  0.917563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with high anxiety fall under
Start Entity:     High Anxiety
Gold Answer:      [['Family', 'Western', 'Musical', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   High Anxiety --[starred_actors]--> Harvey Korman --[(INV) starred_actors]--> Blazing Saddles --[has_genre]--> Comedy
Path (Raw):       High Anxiety --[starred_actors]--> Harvey Korman --[(INV) starred_actors]--> Blazing Saddles --[has_genre]--> Comedy
Neg LogProb(↓):   0.222501
Path Entropy(↓):  0.684309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jack palance appears in which movies
Start Entity:     Jack Palance
Gold Answer:      [['The Big Knife', 'Sudden Fear', "Chato's Land", "Bram Stoker's Dracula", 'Without Warning', 'The Desperados', 'Attack', 'Halls of Montezuma', 'Torture Garden', 'The Swan Princess', 'Hawk the Slayer', 'Arrowhead', "God's Gun", 'Panic in the Streets', 'Ten Seconds to Hell']]
Predicted Ans:    Arrowhead
Predicted Path:   Jack Palance --[(INV) starred_actors]--> Attack --[starred_actors]--> Jack Palance --[(INV) starred_actors]--> Arrowhead
Path (Raw):       Jack Palance --[(INV) starred_actors]--> Attack --[starred_actors]--> Jack Palance --[(INV) starred_actors]--> Arrowhead
Neg LogProb(↓):   0.740850
Path Entropy(↓):  1.633014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie skin deep starred who
Start Entity:     Skin Deep
Gold Answer:      [['John Ritter']]
Predicted Ans:    John Ritter
Predicted Path:   Skin Deep --[starred_actors]--> John Ritter --[(INV) starred_actors]--> Hero at Large --[starred_actors]--> John Ritter
Path (Raw):       Skin Deep --[starred_actors]--> John Ritter --[(INV) starred_actors]--> Hero at Large --[starred_actors]--> John Ritter
Neg LogProb(↓):   0.001469
Path Entropy(↓):  0.011207
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jonathan king directed movies
Start Entity:     Jonathan King
Gold Answer:      [['Fred Wolf']]
Predicted Ans:    Fred Wolf
Predicted Path:   Jonathan King --[(INV) directed_by]--> Black Sheep --[written_by]--> Fred Wolf
Path (Raw):       Jonathan King --[No Operation]--> Jonathan King --[(INV) directed_by]--> Black Sheep --[written_by]--> Fred Wolf
Neg LogProb(↓):   0.000105
Path Entropy(↓):  0.001134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in desert saints
Start Entity:     Desert Saints
Gold Answer:      [['Alexandre Aja', 'William Dieterle', 'Franco Amurri', 'Stephen Herek', 'Geoff Murphy', 'Matthew Bright', 'Paul Marcus', 'Paul Schibli', 'Michael Hoffman', 'Alex Proyas', 'Gregg Champion', 'Ernest Thompson', 'George Sluizer', 'Clark Johnson', 'Kiefer Sutherland', 'Gus Van Sant', 'Joel Schumacher', 'Michael Winner', 'Christopher Cain', 'Howard Deutch', 'Richard Lester', 'David L. Cunningham', 'Vincent Ward', 'James Bridges']]
Predicted Ans:    Richard Lester
Predicted Path:   Desert Saints --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Path (Raw):       Desert Saints --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.098296
Path Entropy(↓):  0.474346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie carrie were in which genres
Start Entity:     Carrie
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'History', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   Carrie --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Path (Raw):       Carrie --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Neg LogProb(↓):   1.236534
Path Entropy(↓):  1.262762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was andrea gibb a writer on
Start Entity:     Andrea Gibb
Gold Answer:      [['Dear Frankie']]
Predicted Ans:    Dear Frankie
Predicted Path:   Andrea Gibb --[(INV) written_by]--> Dear Frankie --[written_by]--> Andrea Gibb --[(INV) written_by]--> Dear Frankie
Path (Raw):       Andrea Gibb --[(INV) written_by]--> Dear Frankie --[written_by]--> Andrea Gibb --[(INV) written_by]--> Dear Frankie
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with jerome weidman
Start Entity:     Jerome Weidman
Gold Answer:      [['Abraham Polonsky', 'Vera Caspary']]
Predicted Ans:    Abraham Polonsky
Predicted Path:   Jerome Weidman --[(INV) written_by]--> I Can Get It for You Wholesale --[written_by]--> Abraham Polonsky
Path (Raw):       Jerome Weidman --[No Operation]--> Jerome Weidman --[(INV) written_by]--> I Can Get It for You Wholesale --[written_by]--> Abraham Polonsky
Neg LogProb(↓):   0.041623
Path Entropy(↓):  0.183377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by ray harryhausen in
Start Entity:     Ray Harryhausen
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Ray Harryhausen --[(INV) written_by]--> The Golden Voyage of Sinbad --[has_genre]--> Fantasy
Path (Raw):       Ray Harryhausen --[No Operation]--> Ray Harryhausen --[(INV) written_by]--> The Golden Voyage of Sinbad --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of john h. lee written movies
Start Entity:     John H. Lee
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   John H. Lee --[(INV) written_by]--> A Moment to Remember --[release_year]--> 2004
Path (Raw):       John H. Lee --[No Operation]--> John H. Lee --[(INV) written_by]--> A Moment to Remember --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in captains of the clouds
Start Entity:     Captains of the Clouds
Gold Answer:      [['Alan Hale', 'Brenda Marshall', 'Dennis Morgan', 'James Cagney']]
Predicted Ans:    Brenda Marshall
Predicted Path:   Captains of the Clouds --[starred_actors]--> Brenda Marshall --[(INV) starred_actors]--> Captains of the Clouds --[starred_actors]--> Brenda Marshall
Path (Raw):       Captains of the Clouds --[starred_actors]--> Brenda Marshall --[(INV) starred_actors]--> Captains of the Clouds --[starred_actors]--> Brenda Marshall
Neg LogProb(↓):   0.991032
Path Entropy(↓):  1.978235
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by leonardo bercovici
Start Entity:     Leonardo Bercovici
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Leonardo Bercovici --[(INV) written_by]--> The Bishop's Wife --[has_genre]--> Comedy
Path (Raw):       Leonardo Bercovici --[No Operation]--> Leonardo Bercovici --[(INV) written_by]--> The Bishop's Wife --[has_genre]--> Comedy
Neg LogProb(↓):   0.000435
Path Entropy(↓):  0.003805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie madeleine
Start Entity:     Madeleine
Gold Answer:      [['1957', '1947', '1932']]
Predicted Ans:    1947
Predicted Path:   Madeleine --[starred_actors]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case --[release_year]--> 1947
Path (Raw):       Madeleine --[starred_actors]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case --[release_year]--> 1947
Neg LogProb(↓):   0.104004
Path Entropy(↓):  0.380493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by linda cardellini were directed by who
Start Entity:     Linda Cardellini
Gold Answer:      [['Liza Johnson', 'Raja Gosnell']]
Predicted Ans:    Raja Gosnell
Predicted Path:   Linda Cardellini --[(INV) starred_actors]--> Scooby-Doo --[directed_by]--> Raja Gosnell
Path (Raw):       Linda Cardellini --[No Operation]--> Linda Cardellini --[(INV) starred_actors]--> Scooby-Doo --[directed_by]--> Raja Gosnell
Neg LogProb(↓):   0.001282
Path Entropy(↓):  0.010055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by bright future actors
Start Entity:     Bright Future
Gold Answer:      [['Thai', 'English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Bright Future --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[in_language]--> Japanese
Path (Raw):       Bright Future --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[in_language]--> Japanese
Neg LogProb(↓):   0.010844
Path Entropy(↓):  0.065554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of forbidden
Start Entity:     Forbidden
Gold Answer:      [['Sam Wood', 'Richard Thorpe', 'William A. Seiter', 'Archie Mayo', 'William Wyler', 'Herbert Ross', 'John M. Stahl', 'John Ford', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Frank Capra']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Forbidden --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Forbidden --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.071812
Path Entropy(↓):  0.308795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by jimmy tsai
Start Entity:     Jimmy Tsai
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jimmy Tsai --[(INV) starred_actors]--> Ping Pong Playa --[has_genre]--> Comedy
Path (Raw):       Jimmy Tsai --[No Operation]--> Jimmy Tsai --[(INV) starred_actors]--> Ping Pong Playa --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of smashing time starred who
Start Entity:     Smashing Time
Gold Answer:      [['Lynn Redgrave', 'Rita Tushingham', 'Peter Finch']]
Predicted Ans:    Michael York
Predicted Path:   Smashing Time --[directed_by]--> Desmond Davis --[(INV) directed_by]--> Smashing Time --[starred_actors]--> Michael York
Path (Raw):       Smashing Time --[directed_by]--> Desmond Davis --[(INV) directed_by]--> Smashing Time --[starred_actors]--> Michael York
Neg LogProb(↓):   0.001442
Path Entropy(↓):  0.011908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies directed by euzhan palcy
Start Entity:     Euzhan Palcy
Gold Answer:      [['Colin Welland']]
Predicted Ans:    Colin Welland
Predicted Path:   Euzhan Palcy --[(INV) directed_by]--> A Dry White Season --[written_by]--> Colin Welland
Path (Raw):       Euzhan Palcy --[No Operation]--> Euzhan Palcy --[(INV) directed_by]--> A Dry White Season --[written_by]--> Colin Welland
Neg LogProb(↓):   0.567953
Path Entropy(↓):  0.691414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of married to it
Start Entity:     Married to It
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Married to It --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> Tobruk --[in_language]--> Italian
Path (Raw):       Married to It --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> Tobruk --[in_language]--> Italian
Neg LogProb(↓):   0.456847
Path Entropy(↓):  0.731822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie kronk's new groove in a few words
Start Entity:     Kronk's New Groove
Gold Answer:      [['john goodman', 'david spade']]
Predicted Ans:    david spade
Predicted Path:   Kronk's New Groove --[has_tags]--> david spade --[(INV) has_tags]--> Joe Dirt --[has_tags]--> david spade
Path (Raw):       Kronk's New Groove --[has_tags]--> david spade --[(INV) has_tags]--> Joe Dirt --[has_tags]--> david spade
Neg LogProb(↓):   0.029698
Path Entropy(↓):  0.132167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the girl on the train directed by
Start Entity:     The Girl on the Train
Gold Answer:      [['Larry Brand']]
Predicted Ans:    Larry Brand
Predicted Path:   The Girl on the Train --[directed_by]--> Larry Brand --[(INV) directed_by]--> The Girl on the Train --[directed_by]--> Larry Brand
Path (Raw):       The Girl on the Train --[directed_by]--> Larry Brand --[(INV) directed_by]--> The Girl on the Train --[directed_by]--> Larry Brand
Neg LogProb(↓):   0.580637
Path Entropy(↓):  0.734506
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of beverly hills cop also starred in which films
Start Entity:     Beverly Hills Cop
Gold Answer:      [['Shrek 2', 'Dr. Dolittle 2', 'Beverly Hills Cop III', 'Boomerang', 'Vice Versa', 'I Spy', '10 to Midnight', 'Midnight Run', 'Bowfinger', 'Shrek the Halls', 'Harlem Nights', 'Norbit', 'Live Wire', 'Daddy Day Care', 'A Thousand Words', 'Imagine That', 'Off Beat', 'Coming to America', '48 Hrs.', 'Best Defense', 'Tower Heist', 'Zandalee', 'Vampire in Brooklyn', 'Head Office', 'Showtime', 'The Adventures of Pluto Nash', 'Life', 'Metro', 'Fast Times at Ridgemont High', 'Rosalie Goes Shopping', 'The Nutty Professor', 'Meet Dave', 'Beverly Hills Cop II', 'The Haunted Mansion', 'Another 48 Hrs.', 'Running Scared', 'Holy Man', 'Ruthless People', 'The Golden Child', 'Shrek', 'The Distinguished Gentleman', 'Dreamgirls', "Beethoven's 3rd"]]
Predicted Ans:    Another 48 Hrs.
Predicted Path:   Beverly Hills Cop --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs.
Path (Raw):       Beverly Hills Cop --[starred_actors]--> Eddie Murphy --[No Operation]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs.
Neg LogProb(↓):   0.575542
Path Entropy(↓):  1.626915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by grant mitchell
Start Entity:     Grant Mitchell
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   Grant Mitchell --[(INV) starred_actors]--> The Star Witness --[directed_by]--> William A. Wellman
Path (Raw):       Grant Mitchell --[No Operation]--> Grant Mitchell --[(INV) starred_actors]--> The Star Witness --[directed_by]--> William A. Wellman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by rose troche starred who
Start Entity:     Rose Troche
Gold Answer:      [['Guinevere Turner', 'Glenn Close']]
Predicted Ans:    Guinevere Turner
Predicted Path:   Rose Troche --[(INV) written_by]--> Go Fish --[starred_actors]--> Guinevere Turner
Path (Raw):       Rose Troche --[No Operation]--> Rose Troche --[(INV) written_by]--> Go Fish --[starred_actors]--> Guinevere Turner
Neg LogProb(↓):   0.422355
Path Entropy(↓):  0.652104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie i am sam are directed by who
Start Entity:     I Am Sam
Gold Answer:      [['William Dieterle', 'David Hollander', 'Stephen Frears', 'John Polson', 'Clint Eastwood', 'Mike Nichols', 'Paul McGuigan', 'Dennis Hopper', 'Aleksi Mäkelä', 'Robert Towne', 'Michael Hoffman', 'John Cameron Mitchell', 'Kelly Reichardt', 'Michael Bay', 'Ruben Fleischer', 'Neil Jordan', 'Peter Hall', 'Tim Robbins', 'Patricia Birch', 'Deborah Kampmeier', 'Trent Harris', 'Martin Scorsese', 'Alex Kurtzman', 'Rick Rosenthal', 'Griffin Dunne', 'Barry Levinson', 'Richard Benjamin', 'Brenda Chapman', 'Jocelyn Moorhouse', 'Boaz Yakin', 'Harold Becker', 'Max Reinhardt', 'Robert Rossen', 'Pierre Morel', 'Alejandro González Iñárritu', 'Ulu Grosbard', 'Philip Moeller', 'Tim Burton', 'Howard Hawks', 'Richard Rosson', 'Michael Pressman', 'Richard Glatzer', 'Luc Besson', 'Paolo Sorrentino', 'Thomas Vinterberg', 'Woody Allen', 'Alan Alda', 'Ron Howard', 'Oliver Stone', 'Niels Mueller', 'Michael Curtiz', 'Frederick De Cordova', 'Gus Van Sant', 'Steve Kloves', 'Floria Sigismondi', 'Ol Parker', 'John N. Smith', 'Arthur Penn', 'Sydney Pollack', 'David Fincher', 'Terrence Malick', 'Brian De Palma', 'James Foley', 'John Schlesinger', 'Penny Panayotopoulou', 'John Landis', 'Tony Scott', 'Richard Donner', 'Phil Joanou', 'Ettore Scola', 'Simon Wells', 'Naomi Foner', 'Steven Zaillian', 'George Miller', 'Steven Spielberg', 'Robert Zemeckis', 'Amy Heckerling', 'Garry Marshall', 'Fred Schepisi', 'Jonathan Kaplan', 'Steve Hickner', 'Rob Reiner', 'Nick Cassavetes']]
Predicted Ans:    Terrence Malick
Predicted Path:   I Am Sam --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Path (Raw):       I Am Sam --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Neg LogProb(↓):   0.532569
Path Entropy(↓):  1.214935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is polish wedding
Start Entity:     Polish Wedding
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Polish Wedding --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Polish Wedding --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.681254
Path Entropy(↓):  5.189340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie lawless range released
Start Entity:     Lawless Range
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Lawless Range --[release_year]--> 1935 --[(INV) release_year]--> Becky Sharp --[release_year]--> 1935
Path (Raw):       Lawless Range --[release_year]--> 1935 --[(INV) release_year]--> Becky Sharp --[release_year]--> 1935
Neg LogProb(↓):   2.289939
Path Entropy(↓):  3.278770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by thunderbolt and lightfoot actors
Start Entity:     Thunderbolt and Lightfoot
Gold Answer:      [['Walter Hill', 'Michael Traeger', 'Clint Eastwood', 'Robert Lorenz', 'Buddy Van Horn', 'Scott Cooper', 'Hal Ashby', 'James Fargo', 'Robert Benton', 'Jules Bass', 'Robert Mulligan', 'Andrew V. McLaglen', 'Don Siegel', 'Iain Softley', 'Ernest B. Schoedsack', 'Joel Coen', 'Richard Tuggle', 'John Hough', 'William Richert', 'Bob Rafelson', 'Damian Harris', 'Richard Benjamin', 'Ronny Yu', 'Martin Bell', 'Joel Schumacher', 'John Carpenter', 'Alvin Rakoff', 'Bretaigne Windust', 'Sidney Lumet', 'Mark Pellington', 'Alan J. Pakula', 'Burt Kennedy', 'Chris Buck', 'Merian C. Cooper', 'Pat Verducci', 'George LaVoo', 'Henry Hathaway', 'Jon Favreau', 'Grant Heslov', 'Brian G. Hutton', 'Sergio Leone', 'Steve Kloves', 'John Sturges', 'Jessica Bendinger', 'Rod Lurie', 'Ash Brannon', 'Peter Jackson', 'Richard A. Colla', 'Dexter Fletcher', 'Barbra Streisand', 'Edward Dmytryk', 'Lamont Johnson', 'Albert Brooks', 'Wolfgang Petersen', 'Ted Post', 'John Huston', 'Taylor Hackford', 'Stuart Rosenberg', 'Peter Bogdanovich', 'Ethan Coen', 'Charles Jarrott', 'Raoul Walsh', 'George Sluizer', 'Mark Robson', 'Frank Capra', 'Thierry Notz', 'Ivan Passer', 'Terry Gilliam', 'Robert Schwentke', 'Phillip Noyce', 'Peter Weir', 'Jeff Lieberman', 'Paul Wendkos', 'Joshua Logan', 'Howard Zieff', 'Frank Perry', 'Stephen Hopkins', 'John Lee Hancock', 'John Guillermin', 'Larry Charles']]
Predicted Ans:    Henry Hathaway
Predicted Path:   Thunderbolt and Lightfoot --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit --[directed_by]--> Henry Hathaway
Path (Raw):       Thunderbolt and Lightfoot --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   1.768876
Path Entropy(↓):  2.518973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by emmanuel carrere release
Start Entity:     Emmanuel Carrère
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Emmanuel Carrère --[(INV) written_by]--> The Adversary --[release_year]--> 2002
Path (Raw):       Emmanuel Carrère --[No Operation]--> Emmanuel Carrère --[(INV) written_by]--> The Adversary --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie ladies in lavender in
Start Entity:     Ladies in Lavender
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Ladies in Lavender --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Ladies in Lavender --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   1.805217
Path Entropy(↓):  2.671265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ludmilla tcherina were directed by who
Start Entity:     Ludmilla Tchérina
Gold Answer:      [['Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Ludmilla Tchérina --[(INV) starred_actors]--> The Tales of Hoffmann --[directed_by]--> Michael Powell
Path (Raw):       Ludmilla Tchérina --[No Operation]--> Ludmilla Tchérina --[(INV) starred_actors]--> The Tales of Hoffmann --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.012415
Path Entropy(↓):  0.066487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of viva las vegas also starred in which movies
Start Entity:     Viva Las Vegas
Gold Answer:      [['Easy Come, Easy Go', 'Wild in the Country', 'Paradise, Hawaiian Style', 'G.I. Blues', 'Girls! Girls! Girls!', 'Love Me Tender', 'Fun in Acapulco', 'The Trouble with Girls', 'Change of Habit', 'Flaming Star', "It Happened at the World's Fair", 'Speedway', 'King Creole', 'Roustabout', 'Frankie and Johnny', 'Follow That Dream', 'Jailhouse Rock', 'Spinout', 'Elvis on Tour', 'Clambake', 'Harum Scarum', 'Loving You', 'Double Trouble', 'Blue Hawaii']]
Predicted Ans:    Clambake
Predicted Path:   Viva Las Vegas --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake
Path (Raw):       Viva Las Vegas --[starred_actors]--> Elvis Presley --[No Operation]--> Elvis Presley --[(INV) starred_actors]--> Clambake
Neg LogProb(↓):   0.399996
Path Entropy(↓):  1.272022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by carl bernstein release
Start Entity:     Carl Bernstein
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Carl Bernstein --[(INV) written_by]--> All the President's Men --[release_year]--> 1976
Path (Raw):       Carl Bernstein --[No Operation]--> Carl Bernstein --[(INV) written_by]--> All the President's Men --[release_year]--> 1976
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie wait until dark
Start Entity:     Wait Until Dark
Gold Answer:      [['Robert Carrington', 'Frederick Knott']]
Predicted Ans:    Frederick Knott
Predicted Path:   Wait Until Dark --[written_by]--> Robert Carrington --[(INV) written_by]--> Wait Until Dark --[written_by]--> Frederick Knott
Path (Raw):       Wait Until Dark --[written_by]--> Robert Carrington --[(INV) written_by]--> Wait Until Dark --[written_by]--> Frederick Knott
Neg LogProb(↓):   0.687273
Path Entropy(↓):  0.847666
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter kristina lindstrom co - wrote movies with who
Start Entity:     Kristina Lindström
Gold Answer:      [['Maud Nycander']]
Predicted Ans:    Maud Nycander
Predicted Path:   Kristina Lindström --[(INV) written_by]--> Palme --[written_by]--> Maud Nycander
Path (Raw):       Kristina Lindström --[No Operation]--> Kristina Lindström --[(INV) written_by]--> Palme --[written_by]--> Maud Nycander
Neg LogProb(↓):   0.398349
Path Entropy(↓):  0.633245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by diane lane were in which genres
Start Entity:     Diane Lane
Gold Answer:      [['Romance', 'Western', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Diane Lane --[(INV) starred_actors]--> Unfaithful --[has_genre]--> Drama
Path (Raw):       Diane Lane --[No Operation]--> Diane Lane --[(INV) starred_actors]--> Unfaithful --[has_genre]--> Drama
Neg LogProb(↓):   0.965014
Path Entropy(↓):  2.082707
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by seth michael donsky
Start Entity:     Seth Michael Donsky
Gold Answer:      [['1996', '2004']]
Predicted Ans:    2004
Predicted Path:   Seth Michael Donsky --[(INV) written_by]--> Twisted --[release_year]--> 2004
Path (Raw):       Seth Michael Donsky --[No Operation]--> Seth Michael Donsky --[(INV) written_by]--> Twisted --[release_year]--> 2004
Neg LogProb(↓):   0.534172
Path Entropy(↓):  0.678228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director stanley kwan
Start Entity:     Stanley Kwan
Gold Answer:      [['Maggie Cheung', 'Carina Lau']]
Predicted Ans:    Maggie Cheung
Predicted Path:   Stanley Kwan --[(INV) directed_by]--> Center Stage --[starred_actors]--> Maggie Cheung
Path (Raw):       Stanley Kwan --[No Operation]--> Stanley Kwan --[(INV) directed_by]--> Center Stage --[starred_actors]--> Maggie Cheung
Neg LogProb(↓):   0.111198
Path Entropy(↓):  0.409035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by michael fassbender
Start Entity:     michael fassbender
Gold Answer:      [['Hunger', 'Prometheus', 'Shame', 'A Dangerous Method', '12 Years a Slave', 'Jane Eyre', 'Frank', 'Inglourious Basterds', 'Centurion']]
Predicted Ans:    Frank
Predicted Path:   michael fassbender --[(INV) has_tags]--> Frank --[has_tags]--> domhnall gleeson --[(INV) has_tags]--> Frank
Path (Raw):       michael fassbender --[(INV) has_tags]--> Frank --[has_tags]--> domhnall gleeson --[(INV) has_tags]--> Frank
Neg LogProb(↓):   0.222295
Path Entropy(↓):  0.673848
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the adjustment bureau starred which actors
Start Entity:     The Adjustment Bureau
Gold Answer:      [['Emily Blunt', 'Matt Damon']]
Predicted Ans:    Matt Damon
Predicted Path:   The Adjustment Bureau --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Path (Raw):       The Adjustment Bureau --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.113144
Path Entropy(↓):  0.482598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the dillinger is dead director
Start Entity:     Dillinger Is Dead
Gold Answer:      [['Marco Ferreri', 'Charles Bukowski']]
Predicted Ans:    Marco Ferreri
Predicted Path:   Dillinger Is Dead --[directed_by]--> Marco Ferreri --[(INV) directed_by]--> La Grande Bouffe --[written_by]--> Marco Ferreri
Path (Raw):       Dillinger Is Dead --[directed_by]--> Marco Ferreri --[(INV) directed_by]--> La Grande Bouffe --[written_by]--> Marco Ferreri
Neg LogProb(↓):   0.099077
Path Entropy(↓):  0.371428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of hunky dory starred who
Start Entity:     Hunky Dory
Gold Answer:      [['Alan Rickman', 'Callum Keith Rennie', 'Emily Hampshire']]
Predicted Ans:    Dario Argento
Predicted Path:   Hunky Dory --[directed_by]--> Marc Evans --[(INV) directed_by]--> Trauma --[directed_by]--> Dario Argento
Path (Raw):       Hunky Dory --[directed_by]--> Marc Evans --[(INV) directed_by]--> Trauma --[directed_by]--> Dario Argento
Neg LogProb(↓):   0.214405
Path Entropy(↓):  0.756186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the sorority boys director
Start Entity:     Sorority Boys
Gold Answer:      [['Wallace Wolodarsky']]
Predicted Ans:    Wallace Wolodarsky
Predicted Path:   Sorority Boys --[directed_by]--> Wallace Wolodarsky --[(INV) directed_by]--> Coldblooded --[written_by]--> Wallace Wolodarsky
Path (Raw):       Sorority Boys --[directed_by]--> Wallace Wolodarsky --[(INV) directed_by]--> Coldblooded --[written_by]--> Wallace Wolodarsky
Neg LogProb(↓):   0.003157
Path Entropy(↓):  0.023499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by vincent ward
Start Entity:     Vincent Ward
Gold Answer:      [['Samantha Morton', 'Anne Parillaud', 'Jason Scott Lee', 'Cliff Curtis', 'Temuera Morrison', 'Robert Joamie', 'Kiefer Sutherland']]
Predicted Ans:    Anne Parillaud
Predicted Path:   Vincent Ward --[(INV) written_by]--> Map of the Human Heart --[starred_actors]--> Anne Parillaud
Path (Raw):       Vincent Ward --[No Operation]--> Vincent Ward --[(INV) written_by]--> Map of the Human Heart --[starred_actors]--> Anne Parillaud
Neg LogProb(↓):   0.009828
Path Entropy(↓):  0.055168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film igor released
Start Entity:     Igor
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Igor --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Igor --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.167062
Path Entropy(↓):  4.606014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the snow white murder case starred who
Start Entity:     The Snow White Murder Case
Gold Answer:      [['Gaku Hamada']]
Predicted Ans:    Gaku Hamada
Predicted Path:   The Snow White Murder Case --[directed_by]--> Yoshihiro Nakamura --[(INV) directed_by]--> See You Tomorrow, Everyone --[starred_actors]--> Gaku Hamada
Path (Raw):       The Snow White Murder Case --[directed_by]--> Yoshihiro Nakamura --[(INV) directed_by]--> See You Tomorrow, Everyone --[starred_actors]--> Gaku Hamada
Neg LogProb(↓):   0.061818
Path Entropy(↓):  0.237630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote parineeta
Start Entity:     Parineeta
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Parineeta --[written_by]--> Vidhu Vinod Chopra --[(INV) written_by]--> 3 Idiots --[release_year]--> 2009
Path (Raw):       Parineeta --[written_by]--> Vidhu Vinod Chopra --[(INV) written_by]--> 3 Idiots --[release_year]--> 2009
Neg LogProb(↓):   0.058771
Path Entropy(↓):  0.231384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did bjørn lomborg write the story for
Start Entity:     Bjørn Lomborg
Gold Answer:      [['Cool It']]
Predicted Ans:    Cool It
Predicted Path:   Bjørn Lomborg --[(INV) written_by]--> Cool It --[written_by]--> Bjørn Lomborg --[(INV) written_by]--> Cool It
Path (Raw):       Bjørn Lomborg --[(INV) written_by]--> Cool It --[written_by]--> Bjørn Lomborg --[(INV) written_by]--> Cool It
Neg LogProb(↓):   0.003740
Path Entropy(↓):  0.024598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of charles bickford starred movies
Start Entity:     Charles Bickford
Gold Answer:      [['Jean Negulesco', 'Blake Edwards', 'Cecil B. DeMille', 'H.C. Potter', 'Lewis Milestone', 'Gary Sinise', 'Aleksandr Dulerayn', 'Otto Preminger', 'Jamie Bradshaw', 'Jules Dassin', 'William C. de Mille', 'Clarence Brown', 'Jean Renoir']]
Predicted Ans:    Otto Preminger
Predicted Path:   Charles Bickford --[(INV) starred_actors]--> Whirlpool --[directed_by]--> Otto Preminger
Path (Raw):       Charles Bickford --[No Operation]--> Charles Bickford --[(INV) starred_actors]--> Whirlpool --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.523915
Path Entropy(↓):  1.349285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
A woman's face, when was it released
Start Entity:     A Woman's Face
Gold Answer:      [['1941']]
Predicted Ans:    1938
Predicted Path:   A Woman's Face --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Path (Raw):       A Woman's Face --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Neg LogProb(↓):   1.918492
Path Entropy(↓):  3.504951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of the facts of life
Start Entity:     The Facts of Life
Gold Answer:      [['June Allyson', 'Glynis Johns', 'Angela Lansbury', 'Basil Rathbone', 'David Wayne', 'Dick Powell', 'Glenda Jackson', 'Christopher Lloyd', 'K Callan', 'Gig Young', 'Danny Kaye', 'Mai Zetterling', 'Torin Thatcher', 'David Burns', 'Howie Mandel', 'George Segal', 'Gina Lollobrigida', 'Paul Sorvino', 'Cloris Leachman', 'Rock Hudson']]
Predicted Ans:    George Segal
Predicted Path:   The Facts of Life --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Lost and Found --[starred_actors]--> George Segal
Path (Raw):       The Facts of Life --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Lost and Found --[starred_actors]--> George Segal
Neg LogProb(↓):   0.227212
Path Entropy(↓):  0.769569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with jeff speakman
Start Entity:     Jeff Speakman
Gold Answer:      [['James Brolin']]
Predicted Ans:    James Brolin
Predicted Path:   Jeff Speakman --[(INV) starred_actors]--> The Expert --[starred_actors]--> James Brolin
Path (Raw):       Jeff Speakman --[No Operation]--> Jeff Speakman --[(INV) starred_actors]--> The Expert --[starred_actors]--> James Brolin
Neg LogProb(↓):   0.011417
Path Entropy(↓):  0.062126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did shoshana bush star in
Start Entity:     Shoshana Bush
Gold Answer:      [['Dance Flick']]
Predicted Ans:    Dance Flick
Predicted Path:   Shoshana Bush --[(INV) starred_actors]--> Dance Flick --[starred_actors]--> Shoshana Bush --[(INV) starred_actors]--> Dance Flick
Path (Raw):       Shoshana Bush --[(INV) starred_actors]--> Dance Flick --[starred_actors]--> Shoshana Bush --[(INV) starred_actors]--> Dance Flick
Neg LogProb(↓):   0.046615
Path Entropy(↓):  0.185207
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of bengt forslund
Start Entity:     Bengt Forslund
Gold Answer:      [['Jan Troell', 'Vilhelm Moberg']]
Predicted Ans:    Jan Troell
Predicted Path:   Bengt Forslund --[(INV) written_by]--> The Emigrants --[written_by]--> Jan Troell
Path (Raw):       Bengt Forslund --[No Operation]--> Bengt Forslund --[(INV) written_by]--> The Emigrants --[written_by]--> Jan Troell
Neg LogProb(↓):   0.467480
Path Entropy(↓):  0.698132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with michael markowitz
Start Entity:     Michael Markowitz
Gold Answer:      [['John Francis Daley']]
Predicted Ans:    John Francis Daley
Predicted Path:   Michael Markowitz --[(INV) written_by]--> Horrible Bosses --[written_by]--> John Francis Daley
Path (Raw):       Michael Markowitz --[No Operation]--> Michael Markowitz --[(INV) written_by]--> Horrible Bosses --[written_by]--> John Francis Daley
Neg LogProb(↓):   0.004193
Path Entropy(↓):  0.027092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the exorcist iii
Start Entity:     The Exorcist III
Gold Answer:      [['William Peter Blatty']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Exorcist III --[directed_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[directed_by]--> Blake Edwards
Path (Raw):       The Exorcist III --[directed_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.668642
Path Entropy(↓):  1.005555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor lincoln lewis acted together with who
Start Entity:     Lincoln Lewis
Gold Answer:      [['Caitlin Stasey']]
Predicted Ans:    Lincoln Lewis
Predicted Path:   Lincoln Lewis --[(INV) starred_actors]--> Tomorrow, When the War Began --[starred_actors]--> Lincoln Lewis
Path (Raw):       Lincoln Lewis --[No Operation]--> Lincoln Lewis --[(INV) starred_actors]--> Tomorrow, When the War Began --[starred_actors]--> Lincoln Lewis
Neg LogProb(↓):   0.013913
Path Entropy(↓):  0.072881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film postcards from the edge were released in which years
Start Entity:     Postcards from the Edge
Gold Answer:      [['1983', '1998', '1988', '1970', '2000', '1975', '1966', '2001', '1971', '1991', '1996', '1973', '2004', '1994', '1967', '1986', '2007']]
Predicted Ans:    1966
Predicted Path:   Postcards from the Edge --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Path (Raw):       Postcards from the Edge --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Neg LogProb(↓):   0.486035
Path Entropy(↓):  1.386007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about elliott nugent
Start Entity:     elliott nugent
Gold Answer:      [['The Cat and the Canary', 'Professor Beware', 'Mr. Belvedere Goes to College', 'Up in Arms']]
Predicted Ans:    Professor Beware
Predicted Path:   elliott nugent --[(INV) has_tags]--> Mr. Belvedere Goes to College --[has_tags]--> elliott nugent --[(INV) has_tags]--> Professor Beware
Path (Raw):       elliott nugent --[(INV) has_tags]--> Mr. Belvedere Goes to College --[has_tags]--> elliott nugent --[(INV) has_tags]--> Professor Beware
Neg LogProb(↓):   0.700670
Path Entropy(↓):  1.511541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed painted skin
Start Entity:     Painted Skin
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Painted Skin --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[has_genre]--> Action
Path (Raw):       Painted Skin --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[has_genre]--> Action
Neg LogProb(↓):   0.001876
Path Entropy(↓):  0.015476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was le plaisir released
Start Entity:     Le Plaisir
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Le Plaisir --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Path (Raw):       Le Plaisir --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Neg LogProb(↓):   1.985318
Path Entropy(↓):  3.476110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote seven men from now
Start Entity:     Seven Men from Now
Gold Answer:      [['Keir Dullea', 'Lois Nettleton', 'Rod Taylor', 'Robert Culp', 'Richard Boone', 'Karen Steele', 'John Wayne', 'Ernest Borgnine', 'Clint Eastwood', 'Raquel Welch', 'Ben Johnson', 'Randolph Scott', "Maureen O'Sullivan", 'Buddy Ebsen', 'Pernell Roberts']]
Predicted Ans:    Randolph Scott
Predicted Path:   Seven Men from Now --[written_by]--> Burt Kennedy --[(INV) written_by]--> The Tall T --[starred_actors]--> Randolph Scott
Path (Raw):       Seven Men from Now --[written_by]--> Burt Kennedy --[(INV) written_by]--> The Tall T --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.197885
Path Entropy(↓):  0.479089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of john carter
Start Entity:     John Carter
Gold Answer:      [['Toy Story 3', 'Monsters, Inc.', 'Finding Nemo', 'Toy Story', 'Tarzan the Fearless', "Tarzan's Greatest Adventure", 'Brave', 'Tarzan', "Tarzan's Magic Fountain", 'Wonder Boys', "Tarzan's Secret Treasure", 'Tarzan Finds a Son!', 'The People That Time Forgot', 'Tarzan the Ape Man', 'Tarzan and the Lost City', "A Bug's Life", 'Tarzan Escapes', 'The Adventures of Tarzan', "At the Earth's Core", 'Tarzan, the Ape Man', 'BURN-E', 'The Mysteries of Pittsburgh', 'Spider-Man 2', 'The Land That Time Forgot']]
Predicted Ans:    Monsters, Inc.
Predicted Path:   John Carter --[written_by]--> Andrew Stanton --[(INV) written_by]--> Monsters, Inc.
Path (Raw):       John Carter --[written_by]--> Andrew Stanton --[(INV) written_by]--> Monsters, Inc. --[No Operation]--> Monsters, Inc.
Neg LogProb(↓):   0.467669
Path Entropy(↓):  1.149693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film letters from iwo jima
Start Entity:     Letters from Iwo Jima
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Letters from Iwo Jima --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Letters from Iwo Jima --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   2.116579
Path Entropy(↓):  2.984271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the informant!
Start Entity:     The Informant!
Gold Answer:      [['N. Richard Nash', 'Patricia Highsmith', 'Michael Hoffman', 'Neill Blomkamp', 'George Clooney', 'Benjamin Mee', 'Grant Heslov', 'Robert Ludlum', 'Ben Affleck', 'John Krasinski', 'Philip K. Dick', 'Richard LaGravenese', 'Cormac McCarthy', 'Gus Van Sant', 'Steven Pressfield', 'Casey Affleck', 'Dave Eggers', 'Francis Ford Coppola', 'John Grisham', 'Matt Damon', 'Scott Z. Burns', 'Eric Roth', 'Marguerite Roberts', 'Charles Portis', 'Anthony Minghella', 'Cameron Crowe', 'Tony Gilroy', 'William Monahan', 'Robert M. Edsel', 'Scott Thorson', 'John Carlin', 'George Nolfi']]
Predicted Ans:    Cameron Crowe
Predicted Path:   The Informant! --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> We Bought a Zoo --[written_by]--> Cameron Crowe
Path (Raw):       The Informant! --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> We Bought a Zoo --[written_by]--> Cameron Crowe
Neg LogProb(↓):   0.949101
Path Entropy(↓):  1.692481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by marko matvere fall under
Start Entity:     Marko Matvere
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Marko Matvere --[(INV) starred_actors]--> Georg --[has_genre]--> Drama
Path (Raw):       Marko Matvere --[No Operation]--> Marko Matvere --[(INV) starred_actors]--> Georg --[has_genre]--> Drama
Neg LogProb(↓):   0.003710
Path Entropy(↓):  0.024430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did anthony burgess write
Start Entity:     Anthony Burgess
Gold Answer:      [['A Clockwork Orange']]
Predicted Ans:    A Clockwork Orange
Predicted Path:   Anthony Burgess --[(INV) written_by]--> A Clockwork Orange --[written_by]--> Anthony Burgess --[(INV) written_by]--> A Clockwork Orange
Path (Raw):       Anthony Burgess --[(INV) written_by]--> A Clockwork Orange --[written_by]--> Anthony Burgess --[(INV) written_by]--> A Clockwork Orange
Neg LogProb(↓):   0.001682
Path Entropy(↓):  0.012413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of crime spree
Start Entity:     Crime Spree
Gold Answer:      [['Uli Edel', 'Carl Schenkel', 'Brad Mirman']]
Predicted Ans:    Brad Mirman
Predicted Path:   Crime Spree --[written_by]--> Brad Mirman --[(INV) written_by]--> Shadows in the Sun --[directed_by]--> Brad Mirman
Path (Raw):       Crime Spree --[written_by]--> Brad Mirman --[(INV) written_by]--> Shadows in the Sun --[directed_by]--> Brad Mirman
Neg LogProb(↓):   0.155582
Path Entropy(↓):  0.582308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film super size me were in which genres
Start Entity:     Super Size Me
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Super Size Me --[directed_by]--> Morgan Spurlock --[(INV) directed_by]--> Mansome --[has_genre]--> Documentary
Path (Raw):       Super Size Me --[directed_by]--> Morgan Spurlock --[(INV) directed_by]--> Mansome --[has_genre]--> Documentary
Neg LogProb(↓):   0.000497
Path Entropy(↓):  0.004763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by bert i. gordon in
Start Entity:     Bert I. Gordon
Gold Answer:      [['Horror', 'Fantasy', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Bert I. Gordon --[(INV) written_by]--> Empire of the Ants --[has_genre]--> Horror
Path (Raw):       Bert I. Gordon --[No Operation]--> Bert I. Gordon --[(INV) written_by]--> Empire of the Ants --[has_genre]--> Horror
Neg LogProb(↓):   1.027729
Path Entropy(↓):  1.103601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the haunting of molly hartley also appears in which movies
Start Entity:     The Haunting of Molly Hartley
Gold Answer:      [['Wendigo', 'Dawn of the Dead', 'Kaboom', 'The Hole']]
Predicted Ans:    Haley Bennett
Predicted Path:   The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett --[(INV) starred_actors]--> The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett
Path (Raw):       The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett --[(INV) starred_actors]--> The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett
Neg LogProb(↓):   0.781419
Path Entropy(↓):  1.467619
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in house of 9
Start Entity:     House of 9
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   House of 9 --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Boiling Point --[has_genre]--> Action
Path (Raw):       House of 9 --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Boiling Point --[has_genre]--> Action
Neg LogProb(↓):   1.085693
Path Entropy(↓):  1.600107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor lawrence cook is a co - star of who
Start Entity:     Lawrence Cook
Gold Answer:      [['Paula Kelly', 'Janet League']]
Predicted Ans:    Lawrence Cook
Predicted Path:   Lawrence Cook --[(INV) starred_actors]--> The Spook Who Sat by the Door --[starred_actors]--> Lawrence Cook
Path (Raw):       Lawrence Cook --[No Operation]--> Lawrence Cook --[(INV) starred_actors]--> The Spook Who Sat by the Door --[starred_actors]--> Lawrence Cook
Neg LogProb(↓):   0.004734
Path Entropy(↓):  0.030355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films written by david baldacci
Start Entity:     David Baldacci
Gold Answer:      [['Gene Hackman', 'Clint Eastwood', 'Ed Harris', 'Laura Linney']]
Predicted Ans:    Clint Eastwood
Predicted Path:   David Baldacci --[(INV) written_by]--> Absolute Power --[starred_actors]--> Clint Eastwood
Path (Raw):       David Baldacci --[No Operation]--> David Baldacci --[(INV) written_by]--> Absolute Power --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.497311
Path Entropy(↓):  0.830528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie high heels and low lifes were released in which years
Start Entity:     High Heels and Low Lifes
Gold Answer:      [['1997']]
Predicted Ans:    2001
Predicted Path:   High Heels and Low Lifes --[written_by]--> Kim Fuller --[(INV) written_by]--> High Heels and Low Lifes --[release_year]--> 2001
Path (Raw):       High Heels and Low Lifes --[written_by]--> Kim Fuller --[(INV) written_by]--> High Heels and Low Lifes --[release_year]--> 2001
Neg LogProb(↓):   0.554358
Path Entropy(↓):  0.685313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in rated x
Start Entity:     Rated X
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   Rated X --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Path (Raw):       Rated X --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.000270
Path Entropy(↓):  0.002751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of south pacific
Start Entity:     South Pacific
Gold Answer:      [['1970', '1966', '1932', '1961', '1955']]
Predicted Ans:    1958
Predicted Path:   South Pacific --[written_by]--> Joshua Logan --[(INV) written_by]--> South Pacific --[release_year]--> 1958
Path (Raw):       South Pacific --[written_by]--> Joshua Logan --[(INV) written_by]--> South Pacific --[release_year]--> 1958
Neg LogProb(↓):   1.219353
Path Entropy(↓):  1.150274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films written by edmond rostand
Start Entity:     Edmond Rostand
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Edmond Rostand --[(INV) written_by]--> Cyrano de Bergerac --[has_genre]--> Comedy
Path (Raw):       Edmond Rostand --[No Operation]--> Edmond Rostand --[(INV) written_by]--> Cyrano de Bergerac --[has_genre]--> Comedy
Neg LogProb(↓):   1.429964
Path Entropy(↓):  1.755127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie young man with a horn
Start Entity:     Young Man with a Horn
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Young Man with a Horn --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Young Man with a Horn --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   2.000012
Path Entropy(↓):  3.435064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the proud valley
Start Entity:     The Proud Valley
Gold Answer:      [['The Emperor Jones', 'Song of Freedom', 'Big Fella', "King Solomon's Mines"]]
Predicted Ans:    King Solomon's Mines
Predicted Path:   The Proud Valley --[starred_actors]--> Paul Robeson --[(INV) starred_actors]--> King Solomon's Mines
Path (Raw):       The Proud Valley --[starred_actors]--> Paul Robeson --[No Operation]--> Paul Robeson --[(INV) starred_actors]--> King Solomon's Mines
Neg LogProb(↓):   0.004614
Path Entropy(↓):  0.029623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the day they robbed the bank of england
Start Entity:     The Day They Robbed the Bank of England
Gold Answer:      [['Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Day They Robbed the Bank of England --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[has_genre]--> Adventure
Path (Raw):       The Day They Robbed the Bank of England --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[has_genre]--> Adventure
Neg LogProb(↓):   0.534531
Path Entropy(↓):  1.249710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the secret life of zoey
Start Entity:     The Secret Life of Zoey
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Secret Life of Zoey --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Secret Life of Zoey --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.545805
Path Entropy(↓):  4.644176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of victoria abril acted films
Start Entity:     Victoria Abril
Gold Answer:      [['2000', '2001', '1991', '1999', '1981']]
Predicted Ans:    2001
Predicted Path:   Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[release_year]--> 2001
Path (Raw):       Victoria Abril --[No Operation]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[release_year]--> 2001
Neg LogProb(↓):   0.422326
Path Entropy(↓):  0.747466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by ruth orkin
Start Entity:     Ruth Orkin
Gold Answer:      [['Lovers and Lollipops', 'Little Fugitive']]
Predicted Ans:    Little Fugitive
Predicted Path:   Ruth Orkin --[(INV) directed_by]--> Little Fugitive --[directed_by]--> Ray Ashley --[(INV) directed_by]--> Little Fugitive
Path (Raw):       Ruth Orkin --[(INV) directed_by]--> Little Fugitive --[directed_by]--> Ray Ashley --[(INV) directed_by]--> Little Fugitive
Neg LogProb(↓):   1.611822
Path Entropy(↓):  0.792678
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of pandorum starred who
Start Entity:     Pandorum
Gold Answer:      [['André Hennicke', 'Norman Reedus']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Pandorum --[written_by]--> Christian Alvart --[(INV) written_by]--> Pandorum --[starred_actors]--> Dennis Quaid
Path (Raw):       Pandorum --[written_by]--> Christian Alvart --[(INV) written_by]--> Pandorum --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.047565
Path Entropy(↓):  0.203289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film east is east were released in which years
Start Entity:     East Is East
Gold Answer:      [['2009', '2001', '2003', '1992', '2010', '2014', '2011']]
Predicted Ans:    2014
Predicted Path:   East Is East --[starred_actors]--> Om Puri --[(INV) starred_actors]--> The Hundred-Foot Journey --[release_year]--> 2014
Path (Raw):       East Is East --[starred_actors]--> Om Puri --[(INV) starred_actors]--> The Hundred-Foot Journey --[release_year]--> 2014
Neg LogProb(↓):   0.042305
Path Entropy(↓):  0.204552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in those who love me can take the train
Start Entity:     Those Who Love Me Can Take the Train
Gold Answer:      [['Olivier Assayas', 'Zabou Breitman']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Those Who Love Me Can Take the Train --[starred_actors]--> Charles Berling --[(INV) starred_actors]--> Demonlover --[directed_by]--> Olivier Assayas
Path (Raw):       Those Who Love Me Can Take the Train --[starred_actors]--> Charles Berling --[(INV) starred_actors]--> Demonlover --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.013511
Path Entropy(↓):  0.076990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter arthur sheekman
Start Entity:     Arthur Sheekman
Gold Answer:      [['Robert Young', 'Shirley Temple', 'Virginia Mayo', 'The Marx Brothers', 'Stuart Erwin', 'Danny Kaye', 'George Sanders', 'Patsy Kelly', 'Jack Haley', 'Ethel Merman', "Donald O'Connor"]]
Predicted Ans:    Shirley Temple
Predicted Path:   Arthur Sheekman --[(INV) written_by]--> Stowaway --[starred_actors]--> Shirley Temple
Path (Raw):       Arthur Sheekman --[No Operation]--> Arthur Sheekman --[(INV) written_by]--> Stowaway --[starred_actors]--> Shirley Temple
Neg LogProb(↓):   0.004847
Path Entropy(↓):  0.033769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film suing the devil starred which actors
Start Entity:     Suing the Devil
Gold Answer:      [['Malcolm McDowell', 'Tom Sizemore']]
Predicted Ans:    Malcolm McDowell
Predicted Path:   Suing the Devil --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[starred_actors]--> Malcolm McDowell
Path (Raw):       Suing the Devil --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.206752
Path Entropy(↓):  0.710314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film stand by me doraemon
Start Entity:     Stand by Me Doraemon
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Stand by Me Doraemon --[in_language]--> Japanese --[(INV) in_language]--> Beach Red --[in_language]--> Japanese
Path (Raw):       Stand by Me Doraemon --[in_language]--> Japanese --[(INV) in_language]--> Beach Red --[in_language]--> Japanese
Neg LogProb(↓):   2.698166
Path Entropy(↓):  3.124818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in oscar
Start Entity:     Oscar
Gold Answer:      [['Sylvester Stallone', 'Ornella Muti']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Oscar --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[starred_actors]--> Sylvester Stallone
Path (Raw):       Oscar --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.337592
Path Entropy(↓):  0.796134
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of invasion of the bee girls were directed by who
Start Entity:     Invasion of the Bee Girls
Gold Answer:      [['Robert Benton', 'Nicholas Meyer', 'Isabel Coixet', 'Herbert Ross']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Invasion of the Bee Girls --[written_by]--> Nicholas Meyer --[(INV) written_by]--> Company Business --[directed_by]--> Nicholas Meyer
Path (Raw):       Invasion of the Bee Girls --[written_by]--> Nicholas Meyer --[(INV) written_by]--> Company Business --[directed_by]--> Nicholas Meyer
Neg LogProb(↓):   0.303748
Path Entropy(↓):  0.809327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of tin cup were directed by who
Start Entity:     Tin Cup
Gold Answer:      [['Roger Spottiswoode', 'William Friedkin', 'Ron Shelton']]
Predicted Ans:    Ron Shelton
Predicted Path:   Tin Cup --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[directed_by]--> Ron Shelton
Path (Raw):       Tin Cup --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[directed_by]--> Ron Shelton
Neg LogProb(↓):   0.344364
Path Entropy(↓):  0.927861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in monty python and the holy grail
Start Entity:     Monty Python and the Holy Grail
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Monty Python and the Holy Grail --[starred_actors]--> Terry Gilliam --[(INV) written_by]--> Jabberwocky --[in_language]--> English
Path (Raw):       Monty Python and the Holy Grail --[starred_actors]--> Terry Gilliam --[(INV) written_by]--> Jabberwocky --[in_language]--> English
Neg LogProb(↓):   0.007249
Path Entropy(↓):  0.048146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by philippe mora
Start Entity:     Philippe Mora
Gold Answer:      [['Paul Wheeler', 'Edward Levy', 'Tom Holland']]
Predicted Ans:    Paul Wheeler
Predicted Path:   Philippe Mora --[(INV) directed_by]--> A Breed Apart --[written_by]--> Paul Wheeler
Path (Raw):       Philippe Mora --[No Operation]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[written_by]--> Paul Wheeler
Neg LogProb(↓):   0.000177
Path Entropy(↓):  0.001767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of better than chocolate
Start Entity:     Better Than Chocolate
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Better Than Chocolate --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Better Than Chocolate --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   2.906799
Path Entropy(↓):  4.343583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film ciao, professore! was written by who
Start Entity:     Ciao, Professore!
Gold Answer:      [['Lina Wertmüller']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Ciao, Professore! --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Seven Beauties --[written_by]--> Lina Wertmüller
Path (Raw):       Ciao, Professore! --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Seven Beauties --[written_by]--> Lina Wertmüller
Neg LogProb(↓):   0.224241
Path Entropy(↓):  0.557287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of i'm no angel
Start Entity:     I'm No Angel
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   I'm No Angel --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Path (Raw):       I'm No Angel --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Neg LogProb(↓):   2.043015
Path Entropy(↓):  3.032164
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie five graves to cairo
Start Entity:     Five Graves to Cairo
Gold Answer:      [['1980', '1946', '1923', '1936', '1935', '1984', '1933', '1953', '1994', '1947', '2014', '1956', '1943', '1948', '1942', '1938', '1962', '1950', '1945', '1937', '1958']]
Predicted Ans:    1950
Predicted Path:   Five Graves to Cairo --[starred_actors]--> Anne Baxter --[(INV) starred_actors]--> All About Eve --[release_year]--> 1950
Path (Raw):       Five Graves to Cairo --[starred_actors]--> Anne Baxter --[(INV) starred_actors]--> All About Eve --[release_year]--> 1950
Neg LogProb(↓):   0.859248
Path Entropy(↓):  1.785513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the new daughter
Start Entity:     The New Daughter
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The New Daughter --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       The New Daughter --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.672704
Path Entropy(↓):  3.960505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the great locomotive chase also starred in which movies
Start Entity:     The Great Locomotive Chase
Gold Answer:      [['The Searchers', 'Sergeant Rutledge', 'Old Yeller', 'Brainstorm', 'Sailor of the King', 'The True Story of Jesse James', 'A Kiss Before Dying', 'Hell to Eternity']]
Predicted Ans:    Old Yeller
Predicted Path:   The Great Locomotive Chase --[starred_actors]--> Jeff York --[(INV) starred_actors]--> Old Yeller
Path (Raw):       The Great Locomotive Chase --[starred_actors]--> Jeff York --[No Operation]--> Jeff York --[(INV) starred_actors]--> Old Yeller
Neg LogProb(↓):   0.540190
Path Entropy(↓):  1.141460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is georgia
Start Entity:     Georgia
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Georgia --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Georgia --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director james flood
Start Entity:     James Flood
Gold Answer:      [['Myrna Loy', 'Cary Grant']]
Predicted Ans:    Cary Grant
Predicted Path:   James Flood --[(INV) directed_by]--> Wings in the Dark --[starred_actors]--> Cary Grant
Path (Raw):       James Flood --[No Operation]--> James Flood --[(INV) directed_by]--> Wings in the Dark --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.019250
Path Entropy(↓):  0.096882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Caprice is a film written by this person
Start Entity:     Caprice
Gold Answer:      [['Frank Tashlin']]
Predicted Ans:    Frank Tashlin
Predicted Path:   Caprice --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Fuller Brush Girl --[written_by]--> Frank Tashlin
Path (Raw):       Caprice --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Fuller Brush Girl --[written_by]--> Frank Tashlin
Neg LogProb(↓):   0.054535
Path Entropy(↓):  0.251370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie glory to the filmmaker! were in which languages
Start Entity:     Glory to the Filmmaker!
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Glory to the Filmmaker! --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[in_language]--> Japanese
Path (Raw):       Glory to the Filmmaker! --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[in_language]--> Japanese
Neg LogProb(↓):   0.309105
Path Entropy(↓):  0.936678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the survivors
Start Entity:     The Survivors
Gold Answer:      [['The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom', 'Fletch', 'A Simple Wish', 'Student Bodies', 'Downhill Racer', 'The Candidate', 'Divine Madness', 'Fletch Lives', 'The Scout', 'The Fantasticks', 'The Golden Child', 'Semi-Tough', 'The Couch Trip', 'The Island', 'The Bad News Bears', 'Smile', 'Prime Cut', 'Diggstown']]
Predicted Ans:    Semi-Tough
Predicted Path:   The Survivors --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough
Path (Raw):       The Survivors --[No Operation]--> The Survivors --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough
Neg LogProb(↓):   0.248448
Path Entropy(↓):  0.923778
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of the battle of algiers
Start Entity:     The Battle of Algiers
Gold Answer:      [['Italian']]
Predicted Ans:    French
Predicted Path:   The Battle of Algiers --[written_by]--> Gillo Pontecorvo --[(INV) written_by]--> The Battle of Algiers --[in_language]--> French
Path (Raw):       The Battle of Algiers --[written_by]--> Gillo Pontecorvo --[(INV) written_by]--> The Battle of Algiers --[in_language]--> French
Neg LogProb(↓):   0.009410
Path Entropy(↓):  0.053068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie texas terror were released in which years
Start Entity:     Texas Terror
Gold Answer:      [['1934', '1935', '1933']]
Predicted Ans:    1933
Predicted Path:   Texas Terror --[directed_by]--> Robert N. Bradbury --[(INV) directed_by]--> Riders of Destiny --[release_year]--> 1933
Path (Raw):       Texas Terror --[directed_by]--> Robert N. Bradbury --[(INV) directed_by]--> Riders of Destiny --[release_year]--> 1933
Neg LogProb(↓):   1.034939
Path Entropy(↓):  1.752759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of mean streets
Start Entity:     Mean Streets
Gold Answer:      [['A Letter to Elia', "Alice Doesn't Live Here Anymore", 'Goodfellas', 'Raging Bull', "Who's That Knocking at My Door", 'Boxcar Bertha', 'The Last Waltz', 'The Last Temptation of Christ', 'New York Stories', 'Bringing Out the Dead', 'Gangs of New York', 'Italianamerican', 'Kundun', 'Cape Fear', 'Casino', 'New York, New York', 'A Personal Journey with Martin Scorsese Through American Movies', 'Taxi Driver', 'Shutter Island', 'The Age of Innocence', 'The King of Comedy', 'After Hours', 'The Departed', 'My Voyage to Italy', 'The Aviator', 'Hugo', 'The Color of Money', 'The Wolf of Wall Street']]
Predicted Ans:    New York Stories
Predicted Path:   Mean Streets --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> New York Stories
Path (Raw):       Mean Streets --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> New York Stories --[No Operation]--> New York Stories
Neg LogProb(↓):   1.100059
Path Entropy(↓):  1.886145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of critters 4
Start Entity:     Critters 4
Gold Answer:      [['Dave Parker', 'Alex Proyas']]
Predicted Ans:    Rupert Harvey
Predicted Path:   Critters 4 --[written_by]--> Rupert Harvey --[(INV) written_by]--> Critters 4 --[directed_by]--> Rupert Harvey
Path (Raw):       Critters 4 --[written_by]--> Rupert Harvey --[(INV) written_by]--> Critters 4 --[directed_by]--> Rupert Harvey
Neg LogProb(↓):   0.073992
Path Entropy(↓):  0.299402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did andre benjamin star in
Start Entity:     André Benjamin
Gold Answer:      [['Semi-Pro', 'Revolver']]
Predicted Ans:    Revolver
Predicted Path:   André Benjamin --[(INV) starred_actors]--> Revolver --[starred_actors]--> Vincent Pastore --[(INV) starred_actors]--> Revolver
Path (Raw):       André Benjamin --[(INV) starred_actors]--> Revolver --[starred_actors]--> Vincent Pastore --[(INV) starred_actors]--> Revolver
Neg LogProb(↓):   0.166932
Path Entropy(↓):  0.451238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with beneath the dark fall under
Start Entity:     Beneath the Dark
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Beneath the Dark --[starred_actors]--> Josh Stewart --[(INV) starred_actors]--> The Collection --[has_genre]--> Horror
Path (Raw):       Beneath the Dark --[starred_actors]--> Josh Stewart --[(INV) starred_actors]--> The Collection --[has_genre]--> Horror
Neg LogProb(↓):   0.463469
Path Entropy(↓):  0.739800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by aya ueto released
Start Entity:     Aya Ueto
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Aya Ueto --[(INV) starred_actors]--> Azumi --[release_year]--> 2003
Path (Raw):       Aya Ueto --[No Operation]--> Aya Ueto --[(INV) starred_actors]--> Azumi --[release_year]--> 2003
Neg LogProb(↓):   0.003405
Path Entropy(↓):  0.022716
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in dinner rush also appears in which movies
Start Entity:     Dinner Rush
Gold Answer:      [["Jacob's Ladder", 'Prince of Central Park', 'Hudson Hawk', 'Harlem Nights', 'The Protector', 'Do the Right Thing', 'Two Much', 'Once Around', 'Ruby']]
Predicted Ans:    The Protector
Predicted Path:   Dinner Rush --[starred_actors]--> Danny Aiello --[(INV) starred_actors]--> The Protector
Path (Raw):       Dinner Rush --[starred_actors]--> Danny Aiello --[No Operation]--> Danny Aiello --[(INV) starred_actors]--> The Protector
Neg LogProb(↓):   0.548797
Path Entropy(↓):  1.116683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Tim burton directed films together with who
Start Entity:     Tim Burton
Gold Answer:      [['Franklin J. Schaffner', 'Norman Z. McLeod', 'Mike Johnson']]
Predicted Ans:    Tim Burton
Predicted Path:   Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[directed_by]--> Tim Burton
Path (Raw):       Tim Burton --[No Operation]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.638666
Path Entropy(↓):  0.890161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director that directed the opposite of sex
Start Entity:     The Opposite of Sex
Gold Answer:      [['Don Roos']]
Predicted Ans:    Don Roos
Predicted Path:   The Opposite of Sex --[directed_by]--> Don Roos --[(INV) directed_by]--> Bounce --[directed_by]--> Don Roos
Path (Raw):       The Opposite of Sex --[directed_by]--> Don Roos --[(INV) directed_by]--> Bounce --[directed_by]--> Don Roos
Neg LogProb(↓):   0.001589
Path Entropy(↓):  0.012625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by will rogers
Start Entity:     Will Rogers
Gold Answer:      [['James Gould Cozzens']]
Predicted Ans:    James Gould Cozzens
Predicted Path:   Will Rogers --[(INV) starred_actors]--> Doctor Bull --[written_by]--> James Gould Cozzens
Path (Raw):       Will Rogers --[No Operation]--> Will Rogers --[(INV) starred_actors]--> Doctor Bull --[written_by]--> James Gould Cozzens
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does stathis giallelis appear in
Start Entity:     Stathis Giallelis
Gold Answer:      [['Blue']]
Predicted Ans:    Blue
Predicted Path:   Stathis Giallelis --[(INV) starred_actors]--> Blue --[starred_actors]--> Joanna Pettet --[(INV) starred_actors]--> Blue
Path (Raw):       Stathis Giallelis --[(INV) starred_actors]--> Blue --[starred_actors]--> Joanna Pettet --[(INV) starred_actors]--> Blue
Neg LogProb(↓):   0.511659
Path Entropy(↓):  0.927422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by werner herzog
Start Entity:     Werner Herzog
Gold Answer:      [['Ramin Bahrani', 'Les Blank', 'Denis Reichle', 'Zak Penn']]
Predicted Ans:    Werner Herzog
Predicted Path:   Werner Herzog --[(INV) directed_by]--> Cobra Verde --[directed_by]--> Werner Herzog
Path (Raw):       Werner Herzog --[No Operation]--> Werner Herzog --[(INV) directed_by]--> Cobra Verde --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.516337
Path Entropy(↓):  2.214747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in the cowboy way
Start Entity:     The Cowboy Way
Gold Answer:      [['Kiefer Sutherland', 'Woody Harrelson']]
Predicted Ans:    Kiefer Sutherland
Predicted Path:   The Cowboy Way --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland
Path (Raw):       The Cowboy Way --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland
Neg LogProb(↓):   0.529062
Path Entropy(↓):  1.172502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by arnaud desplechin released
Start Entity:     Arnaud Desplechin
Gold Answer:      [['2008', '2000']]
Predicted Ans:    2000
Predicted Path:   Arnaud Desplechin --[(INV) directed_by]--> Esther Kahn --[release_year]--> 2000
Path (Raw):       Arnaud Desplechin --[No Operation]--> Arnaud Desplechin --[(INV) directed_by]--> Esther Kahn --[release_year]--> 2000
Neg LogProb(↓):   0.033211
Path Entropy(↓):  0.143890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with matt czuchry
Start Entity:     Matt Czuchry
Gold Answer:      [['Chyler Leigh']]
Predicted Ans:    Matt Czuchry
Predicted Path:   Matt Czuchry --[(INV) starred_actors]--> I Hope They Serve Beer in Hell --[starred_actors]--> Matt Czuchry
Path (Raw):       Matt Czuchry --[No Operation]--> Matt Czuchry --[(INV) starred_actors]--> I Hope They Serve Beer in Hell --[starred_actors]--> Matt Czuchry
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with death warrant
Start Entity:     Death Warrant
Gold Answer:      [['The Substitute', 'Batman Begins', 'The Unborn', 'Dark City', 'Blade II', 'The Puppet Masters', 'The Dark Knight Rises', 'Blade', 'Man of Steel']]
Predicted Ans:    The Dark Knight Rises
Predicted Path:   Death Warrant --[written_by]--> David S. Goyer --[(INV) written_by]--> The Dark Knight Rises
Path (Raw):       Death Warrant --[written_by]--> David S. Goyer --[(INV) written_by]--> The Dark Knight Rises --[No Operation]--> The Dark Knight Rises
Neg LogProb(↓):   0.461018
Path Entropy(↓):  0.961195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for a night in casablanca
Start Entity:     A Night in Casablanca
Gold Answer:      [['Joseph Fields', 'Roland Kibbee']]
Predicted Ans:    Roland Kibbee
Predicted Path:   A Night in Casablanca --[written_by]--> Roland Kibbee --[(INV) written_by]--> Three Sailors and a Girl --[written_by]--> Roland Kibbee
Path (Raw):       A Night in Casablanca --[written_by]--> Roland Kibbee --[(INV) written_by]--> Three Sailors and a Girl --[written_by]--> Roland Kibbee
Neg LogProb(↓):   0.199607
Path Entropy(↓):  0.591364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by joanne nail in
Start Entity:     Joanne Nail
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Joanne Nail --[(INV) starred_actors]--> Switchblade Sisters --[has_genre]--> Action
Path (Raw):       Joanne Nail --[No Operation]--> Joanne Nail --[(INV) starred_actors]--> Switchblade Sisters --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film my own private idaho
Start Entity:     My Own Private Idaho
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   My Own Private Idaho --[release_year]--> 1991 --[(INV) release_year]--> Flirting --[release_year]--> 1991
Path (Raw):       My Own Private Idaho --[release_year]--> 1991 --[(INV) release_year]--> Flirting --[release_year]--> 1991
Neg LogProb(↓):   3.112617
Path Entropy(↓):  4.519884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by kaja blackley were directed by who
Start Entity:     Kaja Blackley
Gold Answer:      [['Henry Selick']]
Predicted Ans:    Henry Selick
Predicted Path:   Kaja Blackley --[(INV) written_by]--> Monkeybone --[directed_by]--> Henry Selick
Path (Raw):       Kaja Blackley --[No Operation]--> Kaja Blackley --[(INV) written_by]--> Monkeybone --[directed_by]--> Henry Selick
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in above suspicion
Start Entity:     Above Suspicion
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Above Suspicion --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       Above Suspicion --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.526132
Path Entropy(↓):  1.285109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of games
Start Entity:     Games
Gold Answer:      [['Queen of Blood', 'Night Tide', 'Voyage to the Prehistoric Planet']]
Predicted Ans:    Night Tide
Predicted Path:   Games --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide
Path (Raw):       Games --[No Operation]--> Games --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide
Neg LogProb(↓):   0.432058
Path Entropy(↓):  0.841352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the six million dollar man
Start Entity:     The Six Million Dollar Man
Gold Answer:      [['1986', '2006']]
Predicted Ans:    1973
Predicted Path:   The Six Million Dollar Man --[starred_actors]--> Lee Majors --[(INV) starred_actors]--> The Six Million Dollar Man --[release_year]--> 1973
Path (Raw):       The Six Million Dollar Man --[starred_actors]--> Lee Majors --[(INV) starred_actors]--> The Six Million Dollar Man --[release_year]--> 1973
Neg LogProb(↓):   0.597724
Path Entropy(↓):  0.933955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films directed by greg osborne
Start Entity:     Greg Osborne
Gold Answer:      [['Kevin M. Glover', 'Eliezer J. Gregorio']]
Predicted Ans:    Eliezer J. Gregorio
Predicted Path:   Greg Osborne --[(INV) directed_by]--> An Angel Named Billy --[written_by]--> Eliezer J. Gregorio
Path (Raw):       Greg Osborne --[No Operation]--> Greg Osborne --[(INV) directed_by]--> An Angel Named Billy --[written_by]--> Eliezer J. Gregorio
Neg LogProb(↓):   0.043440
Path Entropy(↓):  0.192411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in anthony adverse
Start Entity:     Anthony Adverse
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Anthony Adverse --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Path (Raw):       Anthony Adverse --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Neg LogProb(↓):   1.603373
Path Entropy(↓):  2.075557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film breakfast at tiffany's were in which genres
Start Entity:     Breakfast at Tiffany's
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Breakfast at Tiffany's --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Path (Raw):       Breakfast at Tiffany's --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Neg LogProb(↓):   0.806575
Path Entropy(↓):  1.332063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film new york, i love you are written by who
Start Entity:     New York, I Love You
Gold Answer:      [['Gabriele Muccino', 'Paul Haggis', 'David Lloyd', 'Wes Anderson', 'Don Roos', 'Ayelet Waldman', 'Mark Protosevich', 'Zach Helm', 'Anders Thomas Jensen', 'John Boorman', 'Susanne Bier', 'Melissa Stack', 'Don Payne', 'Zack Stentz', 'Ben Best', 'Danny McBride', 'Gabriel Casseus', 'Amos Gitai', 'Joby Harold', 'Steven Gould', 'Lowell Ganz', 'Billie Letts', 'Patrick Marber', 'Elizabeth Meriwether', 'John Luessenhop', 'Avery Duff', 'Peter Allen', 'Babaloo Mandel', 'Billy Ray']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   New York, I Love You --[starred_actors]--> Rachel Bilson --[(INV) starred_actors]--> The Last Kiss --[written_by]--> Gabriele Muccino
Path (Raw):       New York, I Love You --[starred_actors]--> Rachel Bilson --[(INV) starred_actors]--> The Last Kiss --[written_by]--> Gabriele Muccino
Neg LogProb(↓):   0.729463
Path Entropy(↓):  0.834032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the misadventures of margaret
Start Entity:     The Misadventures of Margaret
Gold Answer:      [['1998', '1999']]
Predicted Ans:    1999
Predicted Path:   The Misadventures of Margaret --[written_by]--> Cathleen Schine --[(INV) written_by]--> The Love Letter --[release_year]--> 1999
Path (Raw):       The Misadventures of Margaret --[written_by]--> Cathleen Schine --[(INV) written_by]--> The Love Letter --[release_year]--> 1999
Neg LogProb(↓):   0.439494
Path Entropy(↓):  0.872150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with crime spree fall under
Start Entity:     Crime Spree
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Crime Spree --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Path (Raw):       Crime Spree --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Neg LogProb(↓):   0.957326
Path Entropy(↓):  1.879068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of fate
Start Entity:     Fate
Gold Answer:      [['Loretta Young', 'Ben Stiller', 'Edward G. Robinson', 'Marcello Mastroianni', 'Orson Welles', 'Jack Black']]
Predicted Ans:    Jack Black
Predicted Path:   Fate --[written_by]--> Zeki Demirkubuz --[(INV) written_by]--> Envy --[starred_actors]--> Jack Black
Path (Raw):       Fate --[written_by]--> Zeki Demirkubuz --[(INV) written_by]--> Envy --[starred_actors]--> Jack Black
Neg LogProb(↓):   0.273869
Path Entropy(↓):  0.554378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by ship of fools actors
Start Entity:     Ship of Fools
Gold Answer:      [['Sam Wood', 'George Cukor', 'Edward Dmytryk', 'José Ferrer', 'Aleksandr Gordon', 'John Huston', 'Marika Beiku', 'Stuart Rosenberg', 'Menahem Golan', 'John Erman', 'Mervyn LeRoy', 'Yves Boisset', 'Michael Apted', 'Andrei Tarkovsky', 'Otto Preminger', 'Robert Aldrich', 'Elliot Silverstein', 'John Ford', 'Ingmar Bergman', 'John Boorman', 'Curtis Harrington', 'Budd Boetticher', 'Michael Gordon', 'Samuel Fuller', 'Gabriel Pascal', 'Joshua Logan', 'Fred Cavayé', 'Victor Fleming', 'Glenn Jordan', 'Don Siegel', 'Robert Siodmak', 'Victor Saville', 'James Whale', 'Alexander Korda', 'David Hugh Jones', 'Jack Clayton', 'Richard Brooks', 'Luis Buñuel', 'Elia Kazan', 'Michael Ritchie']]
Predicted Ans:    Michael Gordon
Predicted Path:   Ship of Fools --[starred_actors]--> José Ferrer --[(INV) starred_actors]--> Cyrano de Bergerac --[directed_by]--> Michael Gordon
Path (Raw):       Ship of Fools --[starred_actors]--> José Ferrer --[(INV) starred_actors]--> Cyrano de Bergerac --[directed_by]--> Michael Gordon
Neg LogProb(↓):   0.803876
Path Entropy(↓):  1.328416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the candyman director release
Start Entity:     Candyman
Gold Answer:      [['1988', '1997', '1990', '2010', '1935', '2012']]
Predicted Ans:    1997
Predicted Path:   Candyman --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Anna Karenina --[release_year]--> 1997
Path (Raw):       Candyman --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Anna Karenina --[release_year]--> 1997
Neg LogProb(↓):   1.001949
Path Entropy(↓):  1.904733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of mayerling
Start Entity:     Mayerling
Gold Answer:      [['The Amazing Dr. Clitterhouse', 'From Russia with Love', 'Anastasia', 'All This, and Heaven Too', 'Goodbye Again', 'Dr. No', 'Thunderball', 'Decision Before Dawn', 'Cold Sweat', 'Sorry, Wrong Number', 'City for Conquest', 'Out of the Fog', 'Blues in the Night', 'The Snake Pit', 'Wait Until Dark', 'Black Tights', 'The Sisters', 'The Battle of Russia', 'Castle on the Hudson', 'The Valachi Papers', 'This Above All', 'The Night of the Generals', 'The Long Night', 'The Journey', 'Triple Cross']]
Predicted Ans:    Mayerling
Predicted Path:   Mayerling --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> Mayerling
Path (Raw):       Mayerling --[No Operation]--> Mayerling --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> Mayerling
Neg LogProb(↓):   1.134844
Path Entropy(↓):  2.200954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed easy a
Start Entity:     Easy A
Gold Answer:      [['1982', '2011', '2014', '2009']]
Predicted Ans:    1982
Predicted Path:   Easy A --[directed_by]--> Will Gluck --[(INV) directed_by]--> Annie --[release_year]--> 1982
Path (Raw):       Easy A --[directed_by]--> Will Gluck --[(INV) directed_by]--> Annie --[release_year]--> 1982
Neg LogProb(↓):   0.895001
Path Entropy(↓):  1.476748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by geraldo del rey
Start Entity:     Geraldo Del Rey
Gold Answer:      [['Glauber Rocha']]
Predicted Ans:    Glauber Rocha
Predicted Path:   Geraldo Del Rey --[(INV) starred_actors]--> Black God, White Devil --[directed_by]--> Glauber Rocha
Path (Raw):       Geraldo Del Rey --[No Operation]--> Geraldo Del Rey --[(INV) starred_actors]--> Black God, White Devil --[directed_by]--> Glauber Rocha
Neg LogProb(↓):   0.198247
Path Entropy(↓):  0.513050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie inescapable, when was it released
Start Entity:     Inescapable
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Inescapable --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Path (Raw):       Inescapable --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Neg LogProb(↓):   3.144230
Path Entropy(↓):  4.304193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the wise guys
Start Entity:     The Wise Guys
Gold Answer:      [['Robert Enrico']]
Predicted Ans:    Robert Enrico
Predicted Path:   The Wise Guys --[directed_by]--> Robert Enrico --[(INV) directed_by]--> The Wise Guys --[directed_by]--> Robert Enrico
Path (Raw):       The Wise Guys --[directed_by]--> Robert Enrico --[(INV) directed_by]--> The Wise Guys --[directed_by]--> Robert Enrico
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of united 93 starred who
Start Entity:     United 93
Gold Answer:      [['Julia Stiles', 'Kenneth Branagh', 'Matt Damon', 'Tom Hanks', 'Igal Naor', 'Barkhad Abdi', 'Helena Bonham Carter', 'Brian Cox']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight --[starred_actors]--> Kenneth Branagh
Path (Raw):       United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight --[starred_actors]--> Kenneth Branagh
Neg LogProb(↓):   0.776684
Path Entropy(↓):  1.111584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by francois ozon
Start Entity:     François Ozon
Gold Answer:      [['Charlotte Rampling', 'Gérard Depardieu', 'Fabrice Luchini', 'Catherine Deneuve', 'Danielle Darrieux', 'Ludivine Sagnier', 'Karin Viard', 'Isabelle Huppert', 'Emmanuelle Béart']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   François Ozon --[(INV) directed_by]--> Potiche --[starred_actors]--> Catherine Deneuve
Path (Raw):       François Ozon --[No Operation]--> François Ozon --[(INV) directed_by]--> Potiche --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.018214
Path Entropy(↓):  0.106117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed enigma
Start Entity:     Enigma
Gold Answer:      [['Sioux']]
Predicted Ans:    German
Predicted Path:   Enigma --[directed_by]--> Jeannot Szwarc --[(INV) directed_by]--> Enigma --[in_language]--> German
Path (Raw):       Enigma --[directed_by]--> Jeannot Szwarc --[(INV) directed_by]--> Enigma --[in_language]--> German
Neg LogProb(↓):   0.612143
Path Entropy(↓):  0.689982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie and now my love
Start Entity:     And Now My Love
Gold Answer:      [['1995', '1998', '1934', '1966', '1972', '2014', '1935', '1987', '2012', '1958']]
Predicted Ans:    2014
Predicted Path:   And Now My Love --[directed_by]--> Claude Lelouch --[(INV) directed_by]--> Happy New Year --[release_year]--> 2014
Path (Raw):       And Now My Love --[directed_by]--> Claude Lelouch --[(INV) directed_by]--> Happy New Year --[release_year]--> 2014
Neg LogProb(↓):   0.924305
Path Entropy(↓):  1.324016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of as i lay dying
Start Entity:     As I Lay Dying
Gold Answer:      [['Homefront', '127 Hours', 'The Interview', 'Spring Breakers', 'Spider-Man', 'This Is the End', 'Pineapple Express', 'Sonny', 'Your Highness', 'The Great Raid', 'Flyboys', 'Annapolis', 'James Dean', 'City by the Sea', 'Spider-Man 3', 'Oz the Great and Powerful', 'Howl', 'True Story', 'Camille', 'Child of God', 'Good Time Max', 'Spider-Man 2']]
Predicted Ans:    Spider-Man
Predicted Path:   As I Lay Dying --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man
Path (Raw):       As I Lay Dying --[starred_actors]--> James Franco --[No Operation]--> James Franco --[(INV) starred_actors]--> Spider-Man
Neg LogProb(↓):   0.889541
Path Entropy(↓):  1.975877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is stick it
Start Entity:     Stick It
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Stick It --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Stick It --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.583124
Path Entropy(↓):  5.076002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by noel streatfeild
Start Entity:     Noel Streatfeild
Gold Answer:      [['Sandra Goldbacher']]
Predicted Ans:    Sandra Goldbacher
Predicted Path:   Noel Streatfeild --[(INV) written_by]--> Ballet Shoes --[directed_by]--> Sandra Goldbacher
Path (Raw):       Noel Streatfeild --[No Operation]--> Noel Streatfeild --[(INV) written_by]--> Ballet Shoes --[directed_by]--> Sandra Goldbacher
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by james belushi
Start Entity:     James Belushi
Gold Answer:      [['Walter Hill', 'Oliver Stone', 'Scott Myers', 'Steven Siegel', 'Frank Deese', 'Jim Kouf']]
Predicted Ans:    Walter Hill
Predicted Path:   James Belushi --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Path (Raw):       James Belushi --[No Operation]--> James Belushi --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Neg LogProb(↓):   0.169061
Path Entropy(↓):  0.492465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by andrew piddington
Start Entity:     Andrew Piddington
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Andrew Piddington --[(INV) directed_by]--> The Killing of John Lennon --[has_genre]--> Drama
Path (Raw):       Andrew Piddington --[No Operation]--> Andrew Piddington --[(INV) directed_by]--> The Killing of John Lennon --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is the cheerleaders
Start Entity:     The Cheerleaders
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Cheerleaders --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Cheerleaders --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.507947
Path Entropy(↓):  4.519467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by joanna hogg were released in which years
Start Entity:     Joanna Hogg
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Joanna Hogg --[(INV) written_by]--> Exhibition --[release_year]--> 2013
Path (Raw):       Joanna Hogg --[No Operation]--> Joanna Hogg --[(INV) written_by]--> Exhibition --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of daddy's little girls starred who
Start Entity:     Daddy's Little Girls
Gold Answer:      [['Zulay Henao', 'Cassi Davis', 'Nia Long', 'Janet Jackson', 'Tyler Perry', 'Thandie Newton', 'Kimberly Elise', 'Amy Smart', 'Sharon Leal', 'Loretta Devine', 'Malik Yoba']]
Predicted Ans:    Tyler Perry
Predicted Path:   Daddy's Little Girls --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Path (Raw):       Daddy's Little Girls --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Neg LogProb(↓):   0.436553
Path Entropy(↓):  1.296982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by lodge kerrigan fall under
Start Entity:     Lodge Kerrigan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lodge Kerrigan --[(INV) directed_by]--> Claire Dolan --[has_genre]--> Drama
Path (Raw):       Lodge Kerrigan --[No Operation]--> Lodge Kerrigan --[(INV) directed_by]--> Claire Dolan --[has_genre]--> Drama
Neg LogProb(↓):   0.000346
Path Entropy(↓):  0.003104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by nancy oliver were released in which years
Start Entity:     Nancy Oliver
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Nancy Oliver --[(INV) written_by]--> Lars and the Real Girl --[release_year]--> 2007
Path (Raw):       Nancy Oliver --[No Operation]--> Nancy Oliver --[(INV) written_by]--> Lars and the Real Girl --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to why worry?
Start Entity:     Why Worry?
Gold Answer:      [['harold lloyd']]
Predicted Ans:    harold lloyd
Predicted Path:   Why Worry? --[has_tags]--> harold lloyd --[(INV) has_tags]--> The Kid Brother --[has_tags]--> harold lloyd
Path (Raw):       Why Worry? --[has_tags]--> harold lloyd --[(INV) has_tags]--> The Kid Brother --[has_tags]--> harold lloyd
Neg LogProb(↓):   0.004059
Path Entropy(↓):  0.027742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film fool for love were released in which years
Start Entity:     Fool for Love
Gold Answer:      [['1980', '1970', '2003', '1992', '1993', '2006', '1985', '1979', '1974', '1984', '1977', '1998', '1957', '1973', '1983', '1976', '1972', '2001', '1996', '1978', '1975', '1999', '1987', '1969']]
Predicted Ans:    2001
Predicted Path:   Fool for Love --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[release_year]--> 2001
Path (Raw):       Fool for Love --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[release_year]--> 2001
Neg LogProb(↓):   0.794738
Path Entropy(↓):  1.964093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by isabelle huppert
Start Entity:     Isabelle Huppert
Gold Answer:      [['David O. Russell', 'Hal Hartley', 'Ursula Meier', 'Tim Johnson', 'Maurice Pialat', 'Claire Denis', 'Michael Haneke', 'Benoît Jacquot', 'François Ozon', 'Claude Chabrol', 'Diane Kurys', 'Curtis Hanson', 'Vincente Minnelli', 'Claude Goretta']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Path (Raw):       Isabelle Huppert --[No Operation]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.326953
Path Entropy(↓):  2.348267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is the long gray line
Start Entity:     The Long Gray Line
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Long Gray Line --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Long Gray Line --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.644355
Path Entropy(↓):  4.676918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of eloise at the plaza starred who
Start Entity:     Eloise at the Plaza
Gold Answer:      [['Sofia Vassilieva']]
Predicted Ans:    Sofia Vassilieva
Predicted Path:   Eloise at the Plaza --[written_by]--> Kay Thompson --[(INV) written_by]--> Eloise at Christmastime --[starred_actors]--> Sofia Vassilieva
Path (Raw):       Eloise at the Plaza --[written_by]--> Kay Thompson --[(INV) written_by]--> Eloise at Christmastime --[starred_actors]--> Sofia Vassilieva
Neg LogProb(↓):   0.362669
Path Entropy(↓):  0.860426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by evgenia peretz released
Start Entity:     Evgenia Peretz
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Evgenia Peretz --[(INV) written_by]--> Our Idiot Brother --[release_year]--> 2011
Path (Raw):       Evgenia Peretz --[No Operation]--> Evgenia Peretz --[(INV) written_by]--> Our Idiot Brother --[release_year]--> 2011
Neg LogProb(↓):   0.000058
Path Entropy(↓):  0.000621
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the andromeda strain were released in which years
Start Entity:     The Andromeda Strain
Gold Answer:      [['1995', '1998', '1978', '2009', '1972', '2001', '2003', '1989', '1993', '1996', '1973', '1994', '1999', '1981', '1974', '1984']]
Predicted Ans:    1999
Predicted Path:   The Andromeda Strain --[written_by]--> Michael Crichton --[(INV) written_by]--> The 13th Warrior --[release_year]--> 1999
Path (Raw):       The Andromeda Strain --[written_by]--> Michael Crichton --[(INV) written_by]--> The 13th Warrior --[release_year]--> 1999
Neg LogProb(↓):   0.208096
Path Entropy(↓):  0.807617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about ulu grosbard
Start Entity:     ulu grosbard
Gold Answer:      [['Straight Time', 'The Deep End of the Ocean', 'The Subject Was Roses']]
Predicted Ans:    The Deep End of the Ocean
Predicted Path:   ulu grosbard --[(INV) has_tags]--> The Deep End of the Ocean --[has_tags]--> ulu grosbard --[(INV) has_tags]--> The Deep End of the Ocean
Path (Raw):       ulu grosbard --[(INV) has_tags]--> The Deep End of the Ocean --[has_tags]--> ulu grosbard --[(INV) has_tags]--> The Deep End of the Ocean
Neg LogProb(↓):   0.000344
Path Entropy(↓):  0.003350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of farley granger starred movies
Start Entity:     Farley Granger
Gold Answer:      [['László Kardos', 'Luchino Visconti', 'Richard Fleischer', 'Nicholas Ray', 'Anthony Mann', 'Alfred Hitchcock']]
Predicted Ans:    Richard Fleischer
Predicted Path:   Farley Granger --[(INV) starred_actors]--> The Girl in the Red Velvet Swing --[directed_by]--> Richard Fleischer
Path (Raw):       Farley Granger --[No Operation]--> Farley Granger --[(INV) starred_actors]--> The Girl in the Red Velvet Swing --[directed_by]--> Richard Fleischer
Neg LogProb(↓):   0.127735
Path Entropy(↓):  0.476675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the boys are back
Start Entity:     The Boys Are Back
Gold Answer:      [['Simon Carr']]
Predicted Ans:    Simon Carr
Predicted Path:   The Boys Are Back --[written_by]--> Simon Carr --[(INV) written_by]--> The Boys Are Back --[written_by]--> Simon Carr
Path (Raw):       The Boys Are Back --[written_by]--> Simon Carr --[(INV) written_by]--> The Boys Are Back --[written_by]--> Simon Carr
Neg LogProb(↓):   0.583311
Path Entropy(↓):  0.686393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie one good cop, when was it released
Start Entity:     One Good Cop
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   One Good Cop --[release_year]--> 1991 --[(INV) release_year]--> Slacker --[release_year]--> 1991
Path (Raw):       One Good Cop --[release_year]--> 1991 --[(INV) release_year]--> Slacker --[release_year]--> 1991
Neg LogProb(↓):   2.958450
Path Entropy(↓):  4.213047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film celine and julie go boating
Start Entity:     Celine and Julie Go Boating
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Celine and Julie Go Boating --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Celine and Julie Go Boating --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   1.673587
Path Entropy(↓):  2.794091
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of dying young is also the director of which films
Start Entity:     Dying Young
Gold Answer:      [['Phone Booth', 'Flawless', 'Batman Forever', 'Twelve', 'The Incredible Shrinking Woman', 'Bad Company', 'A Time to Kill', 'Trespass', 'The Client', 'Cousins', 'The Number 23', 'Falling Down', 'Veronica Guerin', "St. Elmo's Fire", 'Blood Creek', 'Tigerland', 'Flatliners', 'The Phantom of the Opera', 'D.C. Cab']]
Predicted Ans:    A Time to Kill
Predicted Path:   Dying Young --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> A Time to Kill
Path (Raw):       Dying Young --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> A Time to Kill --[No Operation]--> A Time to Kill
Neg LogProb(↓):   1.795253
Path Entropy(↓):  2.307780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of 1941
Start Entity:     1941
Gold Answer:      [['2008', '1993', '1985', '1974', '1984', '1977', '1998', '2004', '1982', '1971', '2001', '1989', '2002', '1981', '2012', '2011', '1997', '1975', '2005', '1991', '1987']]
Predicted Ans:    1981
Predicted Path:   1941 --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[release_year]--> 1981
Path (Raw):       1941 --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[release_year]--> 1981
Neg LogProb(↓):   1.512534
Path Entropy(↓):  2.581368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of mad max beyond thunderdome is also the director of which movies
Start Entity:     Mad Max Beyond Thunderdome
Gold Answer:      [['Mad Max', 'The Witches of Eastwick', 'Happy Feet Two', "Lorenzo's Oil", 'Happy Feet']]
Predicted Ans:    Mad Max Beyond Thunderdome
Predicted Path:   Mad Max Beyond Thunderdome --[directed_by]--> George Miller --[(INV) directed_by]--> Mad Max Beyond Thunderdome
Path (Raw):       Mad Max Beyond Thunderdome --[directed_by]--> George Miller --[(INV) directed_by]--> Mad Max Beyond Thunderdome --[No Operation]--> Mad Max Beyond Thunderdome
Neg LogProb(↓):   0.622236
Path Entropy(↓):  1.395954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of the last american hero
Start Entity:     The Last American Hero
Gold Answer:      [['Melanie Griffith', 'Scott Glenn', 'Bruce Willis', 'Sam Shepard', 'Tom Hanks', 'Ed Harris', 'Dennis Quaid', 'Kim Cattrall']]
Predicted Ans:    Jeff Bridges
Predicted Path:   The Last American Hero --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Last American Hero --[starred_actors]--> Jeff Bridges
Path (Raw):       The Last American Hero --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Last American Hero --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.000220
Path Entropy(↓):  0.002069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of saboteur
Start Entity:     Saboteur
Gold Answer:      [['Foreign Correspondent', 'White Hunter Black Heart', 'Suzy', 'Decision Before Dawn', 'Rebecca', 'The Little Foxes', 'A Star Is Born', 'The Sun Also Rises', 'The Old Man and the Sea', 'Sweethearts']]
Predicted Ans:    Decision Before Dawn
Predicted Path:   Saboteur --[written_by]--> Peter Viertel --[(INV) written_by]--> Decision Before Dawn
Path (Raw):       Saboteur --[No Operation]--> Saboteur --[written_by]--> Peter Viertel --[(INV) written_by]--> Decision Before Dawn
Neg LogProb(↓):   1.651527
Path Entropy(↓):  2.778884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote things you can tell just by looking at her
Start Entity:     Things You Can Tell Just by Looking at Her
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Things You Can Tell Just by Looking at Her --[written_by]--> Rodrigo García --[(INV) written_by]--> Mother and Child --[has_genre]--> Drama
Path (Raw):       Things You Can Tell Just by Looking at Her --[written_by]--> Rodrigo García --[(INV) written_by]--> Mother and Child --[has_genre]--> Drama
Neg LogProb(↓):   0.365979
Path Entropy(↓):  0.822153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the grass harp
Start Entity:     The Grass Harp
Gold Answer:      [['Paul Stewart', 'Lola Falana', 'Faye Dunaway', 'James Caan', 'Lee J. Cobb', 'Cliff Robertson', 'William Holden', 'Roscoe Lee Browne', 'Jennifer Jones', 'Roddy McDowall', 'James Garner', 'Patricia Neal', 'George Peppard', 'Buddy Ebsen', 'Christopher Lee', 'Rod Steiger', 'Sidney Poitier', 'Warren Oates', 'Paul Newman', 'Robert Duvall', 'Sylvester Stallone', 'Audrey Hepburn', 'Claire Bloom', 'Leon Janney', "Carroll O'Connor", 'Gayle Hunnicutt', 'Scott Wilson', 'David Carradine', 'Richard Roundtree', 'John Forsythe', 'Gina Lollobrigida', 'Humphrey Bogart', 'Robert Morley', 'Robert Blake', 'Steve McQueen', 'Lilia Skala', 'Rita Moreno']]
Predicted Ans:    Scott Wilson
Predicted Path:   The Grass Harp --[written_by]--> Truman Capote --[(INV) written_by]--> In Cold Blood --[starred_actors]--> Scott Wilson
Path (Raw):       The Grass Harp --[written_by]--> Truman Capote --[(INV) written_by]--> In Cold Blood --[starred_actors]--> Scott Wilson
Neg LogProb(↓):   0.601434
Path Entropy(↓):  1.571106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film lone survivor was written by who
Start Entity:     Lone Survivor
Gold Answer:      [['Marcus Luttrell', 'Patrick Robinson', 'Peter Berg']]
Predicted Ans:    Patrick Robinson
Predicted Path:   Lone Survivor --[written_by]--> Patrick Robinson --[(INV) written_by]--> Lone Survivor --[written_by]--> Patrick Robinson
Path (Raw):       Lone Survivor --[written_by]--> Patrick Robinson --[(INV) written_by]--> Lone Survivor --[written_by]--> Patrick Robinson
Neg LogProb(↓):   0.596120
Path Entropy(↓):  1.180128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with carny fall under
Start Entity:     Carny
Gold Answer:      [['Music', 'Documentary', 'Western', 'Biography', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Carny --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Path (Raw):       Carny --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Neg LogProb(↓):   1.008008
Path Entropy(↓):  1.911740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the four seasons
Start Entity:     The Four Seasons
Gold Answer:      [['Carol Sobieski', 'Bel Kaufman', 'Thomas Meehan', 'Ernest Lehman', 'Alan Alda', 'Harold Gray', 'Robert Altman', 'Tad Mosel', 'Tom Matthews', 'Eric Williams', 'Frank LaLoggia', 'Ingmar Bergman', 'George Plimpton', 'Gillian Freeman', 'Peter Miles', 'Peter De Vries', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Ted Griffin', 'Christopher Hawthorne', 'Herman Raucher', 'Bernard Slade', 'Will Gluck', 'Julius J. Epstein', 'Hugh Wheeler']]
Predicted Ans:    Ernest Lehman
Predicted Path:   The Four Seasons --[starred_actors]--> Sandy Dennis --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Path (Raw):       The Four Seasons --[starred_actors]--> Sandy Dennis --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Neg LogProb(↓):   0.465783
Path Entropy(↓):  0.699790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with charles lederer
Start Entity:     Charles Lederer
Gold Answer:      [['John Taintor Foote', 'Abe Burrows', 'I.A.L. Diamond', 'Anita Loos', 'Billy Wilder', 'Lew Lipton', 'Wendell Mayes', 'Charles MacArthur', 'Charles Nordhoff', 'Eleazar Lipsky', 'Bartlett Cormack', 'James Norman Hall', 'Ben Hecht', 'Hanns Kräly', 'Dorothy Kingsley']]
Predicted Ans:    Ben Hecht
Predicted Path:   Charles Lederer --[(INV) written_by]--> His Girl Friday --[written_by]--> Ben Hecht
Path (Raw):       Charles Lederer --[No Operation]--> Charles Lederer --[(INV) written_by]--> His Girl Friday --[written_by]--> Ben Hecht
Neg LogProb(↓):   1.405150
Path Entropy(↓):  1.313402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is the thief of paris
Start Entity:     The Thief of Paris
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   The Thief of Paris --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       The Thief of Paris --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.204574
Path Entropy(↓):  2.159913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film extreme ops
Start Entity:     Extreme Ops
Gold Answer:      [['Marshall Herskovitz', 'Eric Styles', 'Alex Proyas', 'William Dieterle', 'Charles Sturridge', 'Brian Helgeland', 'Dewey Nicks', 'Philip Goodhew', 'George Isaac', 'Richard Spence', 'Chuck Russell', 'Rodman Flender', 'Matt Orlando', 'James Ivory', 'James Wong', 'William Dear']]
Predicted Ans:    Rodman Flender
Predicted Path:   Extreme Ops --[starred_actors]--> Devon Sawa --[(INV) starred_actors]--> Idle Hands --[directed_by]--> Rodman Flender
Path (Raw):       Extreme Ops --[starred_actors]--> Devon Sawa --[(INV) starred_actors]--> Idle Hands --[directed_by]--> Rodman Flender
Neg LogProb(↓):   0.875427
Path Entropy(↓):  1.645391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie lola montes
Start Entity:     Lola Montès
Gold Answer:      [['Guy de Maupassant', 'Max Ophüls', 'Libbie Block', 'Elisabeth Sanxay Holding', 'Stefan Zweig', 'Arthur Schnitzler']]
Predicted Ans:    Max Ophüls
Predicted Path:   Lola Montès --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[written_by]--> Max Ophüls
Path (Raw):       Lola Montès --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[written_by]--> Max Ophüls
Neg LogProb(↓):   0.012797
Path Entropy(↓):  0.084107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film disclosure are written by who
Start Entity:     Disclosure
Gold Answer:      [['Colin Welland', 'Robert Towne', 'Daniel Quinn', 'Brian Koppelman', 'Joss Whedon', 'Gerald Petievich', 'Warren Adler', 'Stan Seidel', 'Ebbe Roe Smith', 'Jeremy Brock', 'Jack Engelhard', 'Roderick Taylor', 'Douglas Morrow', 'George Dawes Green', 'Jack Higgins', 'Robert A. Heinlein', 'Bruce Joel Rubin', 'Peter Hyams', 'Susan Isaacs', 'Michael Crichton', 'Donna Powers', 'Richard Hooker', 'Giuseppe Tornatore', 'Stewart Raffill', 'Steven Hilliard Stern', 'Sam Levinson', 'David Seltzer', 'Mark Andrus', 'Larry Tucker', 'James Dearden', 'Chuck Pfarrer', 'Terry Rossio', 'Ted Elliott', 'Michael Weller', 'Joel Schumacher', 'Daniel Mainwaring', 'Joe Eszterhas', 'Sabi H. Shabtai', 'Mike Gray', 'Andrew Bergman', 'Brent Monahan', 'Victor Hugo', 'Dan Gordon', 'Christopher Trumbo', 'Judith Guest', 'Derrick Borte', 'James Bridges', 'Gregory Widen', 'Emilio Estevez', 'Stanley Mann', 'Ken Follett', 'Robert Dillon', 'Neil Simon', 'David S. Goyer', 'Mike Cahill', 'Michael Chabon', 'Rosemary Sutcliff', 'Carl Hiaasen', 'Ranald MacDougall', 'Mitchell Lichtenstein', 'Wim Wenders', 'Courtney Solomon', 'Daphne Du Maurier', 'Ring Lardner Jr.', 'Michael Winner', 'Frederick Knott', 'Nathanael West', 'Steve Kloves', 'Aaron Sorkin', 'Craig Rosenberg', 'Albert Husson', 'Jeffrey Konvitz', 'Waldo Salt', 'Paul Mazursky', 'Jack Finney', 'Jean Shepherd', 'Jon Lucas', 'Scott Moore', 'Euzhan Palcy', 'Anthony Peckham', 'Bruce A. Evans', 'Andrew Klavan', 'Patrick Smith Kelly', 'Nathaniel Hawthorne', 'William Goldman', 'Alvin Sargent', 'Edward Anderson', 'Dirk Wittenborn', 'Robin Cook']]
Predicted Ans:    Donna Powers
Predicted Path:   Disclosure --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Path (Raw):       Disclosure --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Neg LogProb(↓):   0.544684
Path Entropy(↓):  1.189195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director kris pearn
Start Entity:     Kris Pearn
Gold Answer:      [['Bill Hader', 'Will Forte', 'Anna Faris', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Kris Pearn --[(INV) directed_by]--> Cloudy with a Chance of Meatballs 2 --[starred_actors]--> James Caan
Path (Raw):       Kris Pearn --[No Operation]--> Kris Pearn --[(INV) directed_by]--> Cloudy with a Chance of Meatballs 2 --[starred_actors]--> James Caan
Neg LogProb(↓):   0.322149
Path Entropy(↓):  0.840689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of looker
Start Entity:     Looker
Gold Answer:      [['Michael Crichton', 'Robin Cook', 'Cordell Barker']]
Predicted Ans:    Michael Crichton
Predicted Path:   Looker --[directed_by]--> Michael Crichton --[(INV) directed_by]--> Westworld --[written_by]--> Michael Crichton
Path (Raw):       Looker --[directed_by]--> Michael Crichton --[(INV) directed_by]--> Westworld --[written_by]--> Michael Crichton
Neg LogProb(↓):   0.349318
Path Entropy(↓):  0.834719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film 1900 are directed by who
Start Entity:     1900
Gold Answer:      [['Jon Avnet', 'John Polson', 'Michael Mann', 'Pitof', 'François Truffaut', 'Roman Coppola', 'Robert Bresson', 'Michael Cimino', 'Jean Becker', 'Neil Jordan', 'Rodrigo Cortés', 'Mark Steven Johnson', 'Marco Ferreri', 'François Ozon', 'J. Lee Thompson', 'Tom Dey', 'James Mangold', 'Martin Scorsese', 'Robert De Niro', 'Jerry Zaks', 'Barry Levinson', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Jon Turteltaub', 'Neil Burger', 'Jules Dassin', 'Jacob Berger', 'Joel Schumacher', 'Justin Zackham', 'Ulu Grosbard', 'Cédric Kahn', 'Bertrand Blier', 'Yves Angelo', 'Michael Radford', 'Barbet Schroeder', 'Gary McKendry', 'Paul Weitz', 'Luc Besson', 'David O. Russell', 'Ron Howard', 'Kenneth Branagh', 'Penny Marshall', 'Michael Curtiz', 'Alan Parker', 'Sergio Leone', 'John D. Hancock', 'Andrzej Wajda', 'John McNaughton', 'Martin Brest', 'Peter Segal', 'Frank Oz', 'Norman Jewison', 'Paul Morrissey', 'John Curran', 'Paul Leni', 'Brian De Palma', 'Elia Kazan', 'Maurice Pialat', 'André Téchiné', 'Kirk Jones', 'Roland Joffé', 'Tony Scott', 'Bruno Nuytten', 'John Frankenheimer', 'Ettore Scola', 'Michael Gordon', 'Terry Gilliam', 'Jay Roach', 'Peter Weir', 'Vittorio De Sica', 'Brad Mirman', 'Claude Berri', 'Harold Ramis', 'Johnnie To', 'Anne Fontaine', 'Robert Rodriguez', 'Irwin Winkler', 'David Grovic', 'Nick Cassavetes']]
Predicted Ans:    Kirk Jones
Predicted Path:   1900 --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Path (Raw):       1900 --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Neg LogProb(↓):   1.174079
Path Entropy(↓):  2.588629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of a. i. artificial intelligence
Start Entity:     A.I. Artificial Intelligence
Gold Answer:      [['Tobe Hooper', 'Steven Spielberg', 'Richard Donner']]
Predicted Ans:    Steven Spielberg
Predicted Path:   A.I. Artificial Intelligence --[written_by]--> Steven Spielberg --[(INV) written_by]--> A.I. Artificial Intelligence --[directed_by]--> Steven Spielberg
Path (Raw):       A.I. Artificial Intelligence --[written_by]--> Steven Spielberg --[(INV) written_by]--> A.I. Artificial Intelligence --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   0.339141
Path Entropy(↓):  0.887486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of legion
Start Entity:     Legion
Gold Answer:      [['Cam Gigandet', 'Dakota Goyo', 'Paul Bettany', 'Maggie Q', 'Josh Hamilton', 'Keri Russell']]
Predicted Ans:    Paul Bettany
Predicted Path:   Legion --[directed_by]--> Scott Stewart --[(INV) directed_by]--> Legion --[starred_actors]--> Paul Bettany
Path (Raw):       Legion --[directed_by]--> Scott Stewart --[(INV) directed_by]--> Legion --[starred_actors]--> Paul Bettany
Neg LogProb(↓):   0.483912
Path Entropy(↓):  0.699115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with harold pinter
Start Entity:     Harold Pinter
Gold Answer:      [['Fred Uhlman', 'Anthony Shaffer', 'Penelope Mortimer', 'Nicholas Mosley', 'Russell Hoban', 'Margaret Atwood', 'Robin Maugham', 'F. Scott Fitzgerald', 'Ian McEwan', 'John Fowles']]
Predicted Ans:    Anthony Shaffer
Predicted Path:   Harold Pinter --[(INV) written_by]--> Sleuth --[written_by]--> Anthony Shaffer
Path (Raw):       Harold Pinter --[No Operation]--> Harold Pinter --[(INV) written_by]--> Sleuth --[written_by]--> Anthony Shaffer
Neg LogProb(↓):   0.958012
Path Entropy(↓):  1.456274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the witnesses
Start Entity:     The Witnesses
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Witnesses --[directed_by]--> André Téchiné --[(INV) directed_by]--> Wild Reeds --[in_language]--> French
Path (Raw):       The Witnesses --[directed_by]--> André Téchiné --[(INV) directed_by]--> Wild Reeds --[in_language]--> French
Neg LogProb(↓):   0.643742
Path Entropy(↓):  1.249310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by trent harris
Start Entity:     Trent Harris
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Trent Harris --[(INV) directed_by]--> Rubin and Ed --[release_year]--> 1991
Path (Raw):       Trent Harris --[No Operation]--> Trent Harris --[(INV) directed_by]--> Rubin and Ed --[release_year]--> 1991
Neg LogProb(↓):   0.001228
Path Entropy(↓):  0.009458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of wet hot american summer also wrote which films
Start Entity:     Wet Hot American Summer
Gold Answer:      [['They Came Together', 'The Ten', 'The Baxter', 'Role Models', 'Wanderlust']]
Predicted Ans:    Role Models
Predicted Path:   Wet Hot American Summer --[written_by]--> David Wain --[(INV) written_by]--> Role Models
Path (Raw):       Wet Hot American Summer --[written_by]--> David Wain --[(INV) written_by]--> Role Models --[No Operation]--> Role Models
Neg LogProb(↓):   0.067793
Path Entropy(↓):  0.321586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film passion fish released
Start Entity:     Passion Fish
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Passion Fish --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       Passion Fish --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.328769
Path Entropy(↓):  4.781929
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by keith snyder were in which genres
Start Entity:     Keith Snyder
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Keith Snyder --[(INV) written_by]--> Emmett's Mark --[has_genre]--> Thriller
Path (Raw):       Keith Snyder --[No Operation]--> Keith Snyder --[(INV) written_by]--> Emmett's Mark --[has_genre]--> Thriller
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the king's whore starred which actors
Start Entity:     The King's Whore
Gold Answer:      [['Timothy Dalton']]
Predicted Ans:    Timothy Dalton
Predicted Path:   The King's Whore --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> The King's Whore --[starred_actors]--> Timothy Dalton
Path (Raw):       The King's Whore --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> The King's Whore --[starred_actors]--> Timothy Dalton
Neg LogProb(↓):   0.017789
Path Entropy(↓):  0.100898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by garson kanin released
Start Entity:     Garson Kanin
Gold Answer:      [['1949', '1954', '1950', '1993', '1947', '1952']]
Predicted Ans:    1952
Predicted Path:   Garson Kanin --[(INV) written_by]--> Pat and Mike --[release_year]--> 1952
Path (Raw):       Garson Kanin --[No Operation]--> Garson Kanin --[(INV) written_by]--> Pat and Mike --[release_year]--> 1952
Neg LogProb(↓):   0.620386
Path Entropy(↓):  1.410045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Darrell roodt was the director on which movies
Start Entity:     Darrell Roodt
Gold Answer:      [['Cry, the Beloved Country', 'Yesterday', 'Father Hood', 'Dangerous Ground']]
Predicted Ans:    Dangerous Ground
Predicted Path:   Darrell Roodt --[(INV) directed_by]--> Dangerous Ground --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground
Path (Raw):       Darrell Roodt --[(INV) directed_by]--> Dangerous Ground --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground
Neg LogProb(↓):   0.679931
Path Entropy(↓):  1.708732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of french cancan
Start Entity:     French Cancan
Gold Answer:      [['Odoardo Spadaro', 'Hurd Hatfield', 'Joan Bennett', 'Mila Parély', 'Paulette Dubost', 'Nora Gregor', 'Édouard Delmont', 'Burgess Meredith', 'Sissy Spacek', 'Charles Laughton', 'George Sanders', 'Paulette Goddard', 'Francis Lederer', 'Ingrid Bergman', 'Anna Magnani', 'Walter Huston', 'Michel Simon', 'Robert Ryan', 'Jean Gabin', 'Celia Montalván', 'Charles Blavette', 'Walter Brennan', 'Jean Marais', 'Esmond Knight', "Maureen O'Hara", 'Nora Swinburne', 'Arthur Shields', 'Mel Gibson', 'Charles Bickford']]
Predicted Ans:    Jean Gabin
Predicted Path:   French Cancan --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       French Cancan --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.327336
Path Entropy(↓):  0.920942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film joe somebody
Start Entity:     Joe Somebody
Gold Answer:      [['John Scott Shepherd']]
Predicted Ans:    John Scott Shepherd
Predicted Path:   Joe Somebody --[written_by]--> John Scott Shepherd --[(INV) written_by]--> Joe Somebody --[written_by]--> John Scott Shepherd
Path (Raw):       Joe Somebody --[written_by]--> John Scott Shepherd --[(INV) written_by]--> Joe Somebody --[written_by]--> John Scott Shepherd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is ladies of leisure
Start Entity:     Ladies of Leisure
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ladies of Leisure --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Ladies of Leisure --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.371071
Path Entropy(↓):  4.582309
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the divorcee
Start Entity:     The Divorcee
Gold Answer:      [['1968', '1934', '1924', '1939', '2008', '1940', '1936', '1938', '2006', '1932', '1928', '1931']]
Predicted Ans:    1934
Predicted Path:   The Divorcee --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> The Barretts of Wimpole Street --[release_year]--> 1934
Path (Raw):       The Divorcee --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> The Barretts of Wimpole Street --[release_year]--> 1934
Neg LogProb(↓):   1.452569
Path Entropy(↓):  1.527594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did jeff buhler write
Start Entity:     Jeff Buhler
Gold Answer:      [['The Midnight Meat Train', 'Insanitarium']]
Predicted Ans:    Insanitarium
Predicted Path:   Jeff Buhler --[(INV) written_by]--> Insanitarium --[written_by]--> Jeff Buhler --[(INV) written_by]--> Insanitarium
Path (Raw):       Jeff Buhler --[(INV) written_by]--> Insanitarium --[written_by]--> Jeff Buhler --[(INV) written_by]--> Insanitarium
Neg LogProb(↓):   0.045280
Path Entropy(↓):  0.213836
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does bonnie gruesen appear in
Start Entity:     Bonnie Gruesen
Gold Answer:      [['A Very Potter Musical', 'A Very Potter Sequel']]
Predicted Ans:    A Very Potter Sequel
Predicted Path:   Bonnie Gruesen --[(INV) starred_actors]--> A Very Potter Sequel --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel
Path (Raw):       Bonnie Gruesen --[(INV) starred_actors]--> A Very Potter Sequel --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel
Neg LogProb(↓):   0.033839
Path Entropy(↓):  0.167236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie infamous
Start Entity:     Infamous
Gold Answer:      [['George Plimpton', 'Douglas McGrath']]
Predicted Ans:    George Plimpton
Predicted Path:   Infamous --[written_by]--> George Plimpton --[(INV) written_by]--> Infamous --[written_by]--> George Plimpton
Path (Raw):       Infamous --[written_by]--> George Plimpton --[(INV) written_by]--> Infamous --[written_by]--> George Plimpton
Neg LogProb(↓):   0.000080
Path Entropy(↓):  0.000894
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by christopher reeve released
Start Entity:     Christopher Reeve
Gold Answer:      [['1983', '1995', '1980', '1978', '1988', '1960', '1993', '2004', '1982', '1985', '1994', '1987', '1984', '1943']]
Predicted Ans:    1995
Predicted Path:   Christopher Reeve --[(INV) starred_actors]--> Above Suspicion --[release_year]--> 1995
Path (Raw):       Christopher Reeve --[No Operation]--> Christopher Reeve --[(INV) starred_actors]--> Above Suspicion --[release_year]--> 1995
Neg LogProb(↓):   0.424328
Path Entropy(↓):  1.427925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by theo van gogh
Start Entity:     Theo van Gogh
Gold Answer:      [['Tara Elders', 'Sienna Miller', 'Steve Buscemi']]
Predicted Ans:    Sienna Miller
Predicted Path:   Theo van Gogh --[(INV) written_by]--> Interview --[starred_actors]--> Sienna Miller
Path (Raw):       Theo van Gogh --[No Operation]--> Theo van Gogh --[(INV) written_by]--> Interview --[starred_actors]--> Sienna Miller
Neg LogProb(↓):   0.266895
Path Entropy(↓):  0.663355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in san antonio
Start Entity:     San Antonio
Gold Answer:      [['Errol Flynn', 'Alexis Smith']]
Predicted Ans:    Alexis Smith
Predicted Path:   San Antonio --[starred_actors]--> Alexis Smith --[(INV) starred_actors]--> Gentleman Jim --[starred_actors]--> Alexis Smith
Path (Raw):       San Antonio --[starred_actors]--> Alexis Smith --[(INV) starred_actors]--> Gentleman Jim --[starred_actors]--> Alexis Smith
Neg LogProb(↓):   0.127631
Path Entropy(↓):  0.490064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did robert strauss act in
Start Entity:     Robert Strauss
Gold Answer:      [['Stalag 17', 'Attack']]
Predicted Ans:    Arrowhead
Predicted Path:   Robert Strauss --[(INV) starred_actors]--> Attack --[starred_actors]--> Jack Palance --[(INV) starred_actors]--> Arrowhead
Path (Raw):       Robert Strauss --[(INV) starred_actors]--> Attack --[starred_actors]--> Jack Palance --[(INV) starred_actors]--> Arrowhead
Neg LogProb(↓):   0.695425
Path Entropy(↓):  1.175919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by john shirley in
Start Entity:     John Shirley
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   John Shirley --[(INV) written_by]--> The Crow --[has_genre]--> Action
Path (Raw):       John Shirley --[No Operation]--> John Shirley --[(INV) written_by]--> The Crow --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by place vendome screenwriters
Start Entity:     Place Vendôme
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Place Vendôme --[written_by]--> Nicole Garcia --[(INV) written_by]--> The Adversary --[in_language]--> French
Path (Raw):       Place Vendôme --[written_by]--> Nicole Garcia --[(INV) written_by]--> The Adversary --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of that forsyte woman
Start Entity:     That Forsyte Woman
Gold Answer:      [['1931']]
Predicted Ans:    1931
Predicted Path:   That Forsyte Woman --[written_by]--> John Galsworthy --[(INV) written_by]--> The Skin Game --[release_year]--> 1931
Path (Raw):       That Forsyte Woman --[written_by]--> John Galsworthy --[(INV) written_by]--> The Skin Game --[release_year]--> 1931
Neg LogProb(↓):   0.145999
Path Entropy(↓):  0.397342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of rick jacobson directed movies
Start Entity:     Rick Jacobson
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Rick Jacobson --[(INV) directed_by]--> Bitch Slap --[release_year]--> 2009
Path (Raw):       Rick Jacobson --[No Operation]--> Rick Jacobson --[(INV) directed_by]--> Bitch Slap --[release_year]--> 2009
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of ede tarbay written films
Start Entity:     Ede Tarbay
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Ede Tarbay --[(INV) written_by]--> The Little Fox --[release_year]--> 1981
Path (Raw):       Ede Tarbay --[No Operation]--> Ede Tarbay --[(INV) written_by]--> The Little Fox --[release_year]--> 1981
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by matthew penn were written by who
Start Entity:     Matthew Penn
Gold Answer:      [['Harvey Weinstein']]
Predicted Ans:    Harvey Weinstein
Predicted Path:   Matthew Penn --[(INV) starred_actors]--> Playing for Keeps --[written_by]--> Harvey Weinstein
Path (Raw):       Matthew Penn --[No Operation]--> Matthew Penn --[(INV) starred_actors]--> Playing for Keeps --[written_by]--> Harvey Weinstein
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of scott of the antarctic
Start Entity:     Scott of the Antarctic
Gold Answer:      [['Eric Ambler', 'Nicholas Monsarrat']]
Predicted Ans:    Eric Ambler
Predicted Path:   Scott of the Antarctic --[directed_by]--> Charles Frend --[(INV) directed_by]--> The Cruel Sea --[written_by]--> Eric Ambler
Path (Raw):       Scott of the Antarctic --[directed_by]--> Charles Frend --[(INV) directed_by]--> The Cruel Sea --[written_by]--> Eric Ambler
Neg LogProb(↓):   0.010451
Path Entropy(↓):  0.067203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing sapphire
Start Entity:     Sapphire
Gold Answer:      [['basil dearden']]
Predicted Ans:    basil dearden
Predicted Path:   Sapphire --[has_tags]--> basil dearden --[(INV) has_tags]--> Sapphire --[has_tags]--> basil dearden
Path (Raw):       Sapphire --[has_tags]--> basil dearden --[(INV) has_tags]--> Sapphire --[has_tags]--> basil dearden
Neg LogProb(↓):   0.000283
Path Entropy(↓):  0.002657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of father hood is also the director of which movies
Start Entity:     Father Hood
Gold Answer:      [['Cry, the Beloved Country', 'Yesterday', 'Dangerous Ground']]
Predicted Ans:    Dangerous Ground
Predicted Path:   Father Hood --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground
Path (Raw):       Father Hood --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Dangerous Ground --[No Operation]--> Dangerous Ground
Neg LogProb(↓):   0.755983
Path Entropy(↓):  1.167849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the unfaithful fall under
Start Entity:     The Unfaithful
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Unfaithful --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[has_genre]--> Adventure
Path (Raw):       The Unfaithful --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[has_genre]--> Adventure
Neg LogProb(↓):   0.386317
Path Entropy(↓):  0.727459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by marion cotillard were in which languages
Start Entity:     Marion Cotillard
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Marion Cotillard --[(INV) starred_actors]--> La Vie en Rose --[in_language]--> French
Path (Raw):       Marion Cotillard --[No Operation]--> Marion Cotillard --[(INV) starred_actors]--> La Vie en Rose --[in_language]--> French
Neg LogProb(↓):   0.005889
Path Entropy(↓):  0.036184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of unforgettable
Start Entity:     Unforgettable
Gold Answer:      [['Clay Tarver', 'John Dahl', 'Hampton Sides']]
Predicted Ans:    John Dahl
Predicted Path:   Unforgettable --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[written_by]--> John Dahl
Path (Raw):       Unforgettable --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[written_by]--> John Dahl
Neg LogProb(↓):   0.091764
Path Entropy(↓):  0.370755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film marooned are written by who
Start Entity:     Marooned
Gold Answer:      [["Frank O'Rourke", 'Luis Puenzo', 'Aída Bortnik', 'Angus MacPhail', 'David O. Selznick', 'Sloan Wilson', 'Alistair MacLean', 'Lawrence Kasdan', 'Herman J. Mankiewicz', 'Guy Trosper', 'Nunnally Johnson', 'Sylvester Stallone', 'Marcia Davenport', 'Nevil Shute', "Louis L'Amour", 'Paul Dehn', 'David Morrell', 'Ben Hecht', 'Heywood Gould', 'Richard McKenna', 'Herman Melville', 'Pat Proft', 'Alvin Sapinsley', 'Leslie H. Whitten', 'David Seltzer', 'Gordon Cotler', 'Sonya Levien', 'Paul Osborn', 'Ira Levin', 'Marjorie Kinnan Rawlings', 'Hall Bartlett', 'Carlos Fuentes', 'John D. MacDonald', 'Joe Eszterhas', 'James Leasor', 'Robert Anderson', 'Joseph L. Mankiewicz', 'Donald Hamilton', 'John Paxton', 'Alan Sharp', 'Robin Moore', 'William Bowers', 'Robert Carrington', 'Ray Bradbury', 'Heck Allen', 'John Meehan', 'Frederick Knott', 'John Dighton', 'Jim Abrahams', 'Rachid Bouchareb', 'Alma Reville', 'Sy Bartlett', 'Harper Lee', 'Jacqueline Susann', 'Robert Guédiguian', 'Philip Dunne', 'John Huston', 'Casey Robinson', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'Emeric Pressburger', 'Carl Foreman', 'Jed Harris', 'Jerry Sterner', 'George Wells', 'James Bridie', 'André De Toth', 'Leo Rosten', 'William Bast', 'James R. Webb', 'Peter Stone', 'Howard Fast', 'Dalton Trumbo', 'Madison Jones', 'William Sellers', 'Alvin Sargent', 'Horton Foote']]
Predicted Ans:    Carl Foreman
Predicted Path:   Marooned --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Path (Raw):       Marooned --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Neg LogProb(↓):   1.049522
Path Entropy(↓):  2.167736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the thin blue lie also appears in which films
Start Entity:     The Thin Blue Lie
Gold Answer:      [['The Magical Legend of the Leprechauns', "National Lampoon's Vacation", 'Kart Racer', 'The Gambler', 'Maze', 'Fool for Love', 'The Day Lincoln Was Shot', 'Hard Rain', 'Bye Bye Love', 'Brokeback Mountain', 'Carolina', 'Vegas Vacation', 'Days of Thunder', 'A Touch of Class', 'Parents', 'Kingpin', 'Bloodbrothers', 'The Stuff', 'Private Resort', 'Made for Each Other', 'Breakout', 'The Missouri Breaks', "The Slugger's Wife", "No Man's Land", 'Knock Off', 'Last Dance', 'Black Cadillac', 'Quiz Show']]
Predicted Ans:    Parents
Predicted Path:   The Thin Blue Lie --[starred_actors]--> Randy Quaid --[(INV) starred_actors]--> Parents
Path (Raw):       The Thin Blue Lie --[starred_actors]--> Randy Quaid --[No Operation]--> Randy Quaid --[(INV) starred_actors]--> Parents
Neg LogProb(↓):   1.153526
Path Entropy(↓):  2.157047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by edward bunker fall under
Start Entity:     Edward Bunker
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Edward Bunker --[(INV) written_by]--> Runaway Train --[has_genre]--> Action
Path (Raw):       Edward Bunker --[No Operation]--> Edward Bunker --[(INV) written_by]--> Runaway Train --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of mik scriba starred movies
Start Entity:     Mik Scriba
Gold Answer:      [['James Kerwin']]
Predicted Ans:    James Kerwin
Predicted Path:   Mik Scriba --[(INV) starred_actors]--> Yesterday Was a Lie --[written_by]--> James Kerwin
Path (Raw):       Mik Scriba --[No Operation]--> Mik Scriba --[(INV) starred_actors]--> Yesterday Was a Lie --[written_by]--> James Kerwin
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sleuth were in which genres
Start Entity:     Sleuth
Gold Answer:      [['Romance', 'Music', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sleuth --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Path (Raw):       Sleuth --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Neg LogProb(↓):   0.123520
Path Entropy(↓):  0.523061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in coming to america
Start Entity:     Coming to America
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Coming to America --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[in_language]--> Spanish
Path (Raw):       Coming to America --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[in_language]--> Spanish
Neg LogProb(↓):   0.006676
Path Entropy(↓):  0.041600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the marrying kind
Start Entity:     The Marrying Kind
Gold Answer:      [['1954', '1944', '2008', '1993', '1936', '1935', '1941', '1968', '1939', '1933', '1957', '1953', '1947', '1994', '1932', '1956', '1931', '1976', '1972', '1942', '1940', '1938', '1981', '1962', '2000', '1964', '1949', '1950', '1960', '1952', '1987', '1937']]
Predicted Ans:    1932
Predicted Path:   The Marrying Kind --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Path (Raw):       The Marrying Kind --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Neg LogProb(↓):   1.638500
Path Entropy(↓):  2.813502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of creep also wrote movies
Start Entity:     Creep
Gold Answer:      [['Triangle', 'Severance']]
Predicted Ans:    Triangle
Predicted Path:   Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle
Path (Raw):       Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle --[No Operation]--> Triangle
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the blind side are written by who
Start Entity:     The Blind Side
Gold Answer:      [["Mary O'Hara", 'Alfonso Cuarón', 'Paul Haggis', 'David Auburn', 'James Nagel', 'Henry S. Villard', 'Marc Lawrence', 'Katie Ford', 'Caryn Lucas', 'Mike Armstrong', 'Daniel G. Sullivan', 'Alice Hoffman', 'Shana Feste', 'Ann Lembeck', 'George Plimpton', 'Callie Khouri', 'John Grisham', 'David Cronenberg', 'Katie Dippold', 'Douglas McGrath', 'Rebecca Wells', 'Denis Leary', 'Steve Conrad']]
Predicted Ans:    Paul Haggis
Predicted Path:   The Blind Side --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[written_by]--> Paul Haggis
Path (Raw):       The Blind Side --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[written_by]--> Paul Haggis
Neg LogProb(↓):   0.367743
Path Entropy(↓):  1.146930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by emile gaudreault were in which languages
Start Entity:     Émile Gaudreault
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Émile Gaudreault --[(INV) written_by]--> Father and Guns --[in_language]--> French
Path (Raw):       Émile Gaudreault --[No Operation]--> Émile Gaudreault --[(INV) written_by]--> Father and Guns --[in_language]--> French
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of mathieu amalric directed movies
Start Entity:     Mathieu Amalric
Gold Answer:      [['2014', '2010']]
Predicted Ans:    2010
Predicted Path:   Mathieu Amalric --[(INV) directed_by]--> On Tour --[release_year]--> 2010
Path (Raw):       Mathieu Amalric --[No Operation]--> Mathieu Amalric --[(INV) directed_by]--> On Tour --[release_year]--> 2010
Neg LogProb(↓):   0.057513
Path Entropy(↓):  0.216593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films together with robert zemeckis
Start Entity:     Robert Zemeckis
Gold Answer:      [['Graham Baker', 'Clive Donner']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Robert Zemeckis --[(INV) directed_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Path (Raw):       Robert Zemeckis --[No Operation]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.217107
Path Entropy(↓):  0.821028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies written by john murlowski fall under
Start Entity:     John Murlowski
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   John Murlowski --[(INV) written_by]--> Black Cadillac --[has_genre]--> Horror
Path (Raw):       John Murlowski --[No Operation]--> John Murlowski --[(INV) written_by]--> Black Cadillac --[has_genre]--> Horror
Neg LogProb(↓):   0.319536
Path Entropy(↓):  0.586724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with ryan fleck
Start Entity:     Ryan Fleck
Gold Answer:      [['Anna Boden', 'Ned Vizzini']]
Predicted Ans:    Anna Boden
Predicted Path:   Ryan Fleck --[(INV) written_by]--> Sugar --[written_by]--> Anna Boden
Path (Raw):       Ryan Fleck --[No Operation]--> Ryan Fleck --[(INV) written_by]--> Sugar --[written_by]--> Anna Boden
Neg LogProb(↓):   0.028063
Path Entropy(↓):  0.142592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of keane
Start Entity:     Keane
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Keane --[directed_by]--> Lodge Kerrigan --[(INV) directed_by]--> Claire Dolan --[in_language]--> French
Path (Raw):       Keane --[directed_by]--> Lodge Kerrigan --[(INV) directed_by]--> Claire Dolan --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in a dangerous method
Start Entity:     A Dangerous Method
Gold Answer:      [['Philip Ridley', 'Jez Butterworth', 'David Lister', 'Bob Misiorowski', 'Don McKellar', 'James B. Harris', 'Hossein Amini', 'Jimmy Hayward', 'Christophe Gans', 'Romain Gavras', 'Gilles Mimouni', 'Graeme Clifford', 'James Watkins', 'Jan Kounen', 'Kim Chapiron', 'Betty Thomas', 'Tony Scott', 'Billy Wilder', 'Kirk Wise', 'Yam Laranas', 'Mikael Håfström', 'Vicente Amorim', 'Ingmar Bergman', 'Heitor Dhalia', 'Ridley Scott', 'Rob Cohen', 'Lynn Shelton', 'Andrew Davis', 'Joel Schumacher', 'Dominik Moll', 'Takeshi Kitano', 'Massy Tadjedin', 'John Carney', 'John Hillcoat', 'David Cronenberg', 'Jean Cocteau', 'Joe Johnston', 'Jacques Audiard', 'Gary Trousdale', 'Danny Boyle', 'Darren Aronofsky', 'William Monahan', 'Paul Crowder', 'Gurinder Chadha', 'Steve McQueen', 'Neil Marshall']]
Predicted Ans:    Heitor Dhalia
Predicted Path:   A Dangerous Method --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[directed_by]--> Heitor Dhalia
Path (Raw):       A Dangerous Method --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[directed_by]--> Heitor Dhalia
Neg LogProb(↓):   0.469979
Path Entropy(↓):  1.198995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by tadanobu asano were in which genres
Start Entity:     Tadanobu Asano
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[has_genre]--> Drama
Path (Raw):       Tadanobu Asano --[No Operation]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[has_genre]--> Drama
Neg LogProb(↓):   0.491909
Path Entropy(↓):  1.307822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by if i were king writers
Start Entity:     If I Were King
Gold Answer:      [['Drama', 'War', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   If I Were King --[written_by]--> Preston Sturges --[(INV) written_by]--> Christmas in July --[has_genre]--> Comedy
Path (Raw):       If I Were King --[written_by]--> Preston Sturges --[(INV) written_by]--> Christmas in July --[has_genre]--> Comedy
Neg LogProb(↓):   1.113695
Path Entropy(↓):  1.654979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of rope
Start Entity:     Rope
Gold Answer:      [['Anton Walbrook', 'Diana Wynyard', 'Frank Pettingell', 'Lloyd Bridges', 'Deborah Kerr', 'Laird Cregar', 'Mikhail Baryshnikov', 'Tom Skerritt', 'David Niven', 'Joseph Cotten', 'Robert Redford', 'Jean Seberg', 'Mylène Demongeot', 'Douglas Dick', 'Jeff Corey', 'Ingrid Bergman', 'Anne Bancroft', 'Shirley MacLaine', 'James Edwards', 'Charles Boyer', 'Natalie Wood', 'Russ Tamblyn', 'Rita Moreno', 'Richard Beymer', 'Barbra Streisand']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Rope --[written_by]--> Arthur Laurents --[(INV) written_by]--> The Turning Point --[starred_actors]--> Shirley MacLaine
Path (Raw):       Rope --[written_by]--> Arthur Laurents --[(INV) written_by]--> The Turning Point --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.100393
Path Entropy(↓):  0.333991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the final cut
Start Entity:     The Final Cut
Gold Answer:      [['Len Wiseman', 'L. Ron Hubbard']]
Predicted Ans:    Len Wiseman
Predicted Path:   The Final Cut --[directed_by]--> Roger Christian --[(INV) directed_by]--> Underworld --[written_by]--> Len Wiseman
Path (Raw):       The Final Cut --[directed_by]--> Roger Christian --[(INV) directed_by]--> Underworld --[written_by]--> Len Wiseman
Neg LogProb(↓):   0.017770
Path Entropy(↓):  0.106490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the girl of your dreams
Start Entity:     The Girl of Your Dreams
Gold Answer:      [['1983', '2000', '1997', '2009', '2001', '2008', '2003', '2005', '2004', '2006', '2013', '2007', '1943']]
Predicted Ans:    2004
Predicted Path:   The Girl of Your Dreams --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[release_year]--> 2004
Path (Raw):       The Girl of Your Dreams --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[release_year]--> 2004
Neg LogProb(↓):   1.069746
Path Entropy(↓):  1.712629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in faces in the crowd
Start Entity:     Faces in the Crowd
Gold Answer:      [['Michael Shanks', 'Milla Jovovich', 'Julian McMahon', 'David Atrakchi']]
Predicted Ans:    David Atrakchi
Predicted Path:   Faces in the Crowd --[starred_actors]--> David Atrakchi --[(INV) starred_actors]--> Faces in the Crowd --[starred_actors]--> David Atrakchi
Path (Raw):       Faces in the Crowd --[starred_actors]--> David Atrakchi --[(INV) starred_actors]--> Faces in the Crowd --[starred_actors]--> David Atrakchi
Neg LogProb(↓):   0.395714
Path Entropy(↓):  1.152436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
John fortenberry directed which films
Start Entity:     John Fortenberry
Gold Answer:      [['Jury Duty']]
Predicted Ans:    Jury Duty
Predicted Path:   John Fortenberry --[(INV) directed_by]--> Jury Duty --[directed_by]--> John Fortenberry --[(INV) directed_by]--> Jury Duty
Path (Raw):       John Fortenberry --[(INV) directed_by]--> Jury Duty --[directed_by]--> John Fortenberry --[(INV) directed_by]--> Jury Duty
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed house of strangers
Start Entity:     House of Strangers
Gold Answer:      [['William Shakespeare', 'John Klempner', 'Waldemar Young', 'Vincent Lawrence', 'Jo Swerling', 'Abe Burrows', 'David Newman', 'Thomas Sterling', 'Ben Jonson', 'Rod Serling', 'Gore Vidal', 'Sidney Buchman', 'Ranald MacDougall', 'Curt Goetz', 'Damon Runyon', 'Tennessee Williams', 'Anthony Shaffer', 'Frederick Knott', 'Robert Benton', 'Anya Seton', 'L.C. Moyzisch', 'Kenneth Fearing', 'Michael Wilson', 'Graham Greene', 'Vera Caspary', 'Harold Pinter', 'Bartlett Cormack', 'Eduardo Mignogna', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   House of Strangers --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       House of Strangers --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.589623
Path Entropy(↓):  1.465885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of grace of my heart
Start Entity:     Grace of My Heart
Gold Answer:      [['2001', '1995', '1999', '1987']]
Predicted Ans:    1995
Predicted Path:   Grace of My Heart --[written_by]--> Allison Anders --[(INV) written_by]--> Four Rooms --[release_year]--> 1995
Path (Raw):       Grace of My Heart --[written_by]--> Allison Anders --[(INV) written_by]--> Four Rooms --[release_year]--> 1995
Neg LogProb(↓):   0.033860
Path Entropy(↓):  0.179639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by hans habe were directed by who
Start Entity:     Hans Habe
Gold Answer:      [['Tay Garnett']]
Predicted Ans:    Tay Garnett
Predicted Path:   Hans Habe --[(INV) written_by]--> The Cross of Lorraine --[directed_by]--> Tay Garnett
Path (Raw):       Hans Habe --[No Operation]--> Hans Habe --[(INV) written_by]--> The Cross of Lorraine --[directed_by]--> Tay Garnett
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was million dollar mystery released
Start Entity:     Million Dollar Mystery
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Million Dollar Mystery --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Million Dollar Mystery --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   1.523385
Path Entropy(↓):  3.294690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by chantal thomas starred which actors
Start Entity:     Chantal Thomas
Gold Answer:      [['Virginie Ledoyen', 'Léa Seydoux', 'Diane Kruger']]
Predicted Ans:    Léa Seydoux
Predicted Path:   Chantal Thomas --[(INV) written_by]--> Farewell, My Queen --[starred_actors]--> Léa Seydoux
Path (Raw):       Chantal Thomas --[No Operation]--> Chantal Thomas --[(INV) written_by]--> Farewell, My Queen --[starred_actors]--> Léa Seydoux
Neg LogProb(↓):   0.560024
Path Entropy(↓):  0.690698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by herb freed release
Start Entity:     Herb Freed
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Herb Freed --[(INV) written_by]--> Graduation Day --[release_year]--> 1981
Path (Raw):       Herb Freed --[No Operation]--> Herb Freed --[(INV) written_by]--> Graduation Day --[release_year]--> 1981
Neg LogProb(↓):   0.000140
Path Entropy(↓):  0.001383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by jeremy power regimbal
Start Entity:     Jeremy Power Regimbal
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jeremy Power Regimbal --[(INV) written_by]--> In Their Skin --[release_year]--> 2012
Path (Raw):       Jeremy Power Regimbal --[No Operation]--> Jeremy Power Regimbal --[(INV) written_by]--> In Their Skin --[release_year]--> 2012
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by james buckley were in which genres
Start Entity:     James Buckley
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   James Buckley --[(INV) starred_actors]--> The Inbetweeners 2 --[has_genre]--> Comedy
Path (Raw):       James Buckley --[No Operation]--> James Buckley --[(INV) starred_actors]--> The Inbetweeners 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.008733
Path Entropy(↓):  0.052690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with k. d. lang
Start Entity:     k.d. lang
Gold Answer:      [['Rosel Zech']]
Predicted Ans:    k.d. lang
Predicted Path:   k.d. lang --[(INV) starred_actors]--> Salmonberries --[starred_actors]--> k.d. lang
Path (Raw):       k.d. lang --[No Operation]--> k.d. lang --[(INV) starred_actors]--> Salmonberries --[starred_actors]--> k.d. lang
Neg LogProb(↓):   0.000599
Path Entropy(↓):  0.005046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by the writer of babylon a. d.
Start Entity:     Babylon A.D.
Gold Answer:      [['Mathieu Kassovitz']]
Predicted Ans:    Mathieu Kassovitz
Predicted Path:   Babylon A.D. --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[starred_actors]--> Mathieu Kassovitz
Path (Raw):       Babylon A.D. --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[starred_actors]--> Mathieu Kassovitz
Neg LogProb(↓):   0.096274
Path Entropy(↓):  0.354643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by king kong actors release
Start Entity:     King Kong
Gold Answer:      [['1980', '1946', '2008', '2003', '1992', '1993', '1936', '2006', '1985', '1979', '1941', '1974', '1984', '1977', '2007', '1998', '1939', '1933', '2009', '1951', '2010', '2004', '1982', '1973', '1947', '2014', '1932', '1994', '1931', '1976', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '2012', '2011', '1986', '2013', '1962', '1988', '1934', '2000', '1949', '1997', '1975', '1950', '2005', '1991', '1999', '1945', '1987', '1969', '1930']]
Predicted Ans:    1976
Predicted Path:   King Kong --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> King Kong --[release_year]--> 1976
Path (Raw):       King Kong --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   1.593139
Path Entropy(↓):  3.632245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was sherman's march written by
Start Entity:     Sherman's March
Gold Answer:      [['Ross McElwee']]
Predicted Ans:    Ross McElwee
Predicted Path:   Sherman's March --[written_by]--> Ross McElwee --[(INV) written_by]--> Bright Leaves --[written_by]--> Ross McElwee
Path (Raw):       Sherman's March --[written_by]--> Ross McElwee --[(INV) written_by]--> Bright Leaves --[written_by]--> Ross McElwee
Neg LogProb(↓):   0.558077
Path Entropy(↓):  0.690030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did joseph h. lewis direct
Start Entity:     Joseph H. Lewis
Gold Answer:      [['7th Cavalry', 'Pride of the Bowery', 'Gun Crazy', 'My Name Is Julia Ross', 'The Big Combo', 'A Lawless Street', 'Desperate Search', 'The Undercover Man', 'Invisible Ghost']]
Predicted Ans:    The Undercover Man
Predicted Path:   Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> The Undercover Man
Path (Raw):       Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> The Undercover Man
Neg LogProb(↓):   0.964505
Path Entropy(↓):  2.255436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed agent red
Start Entity:     Agent Red
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Agent Red --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[has_genre]--> Action
Path (Raw):       Agent Red --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[has_genre]--> Action
Neg LogProb(↓):   0.276280
Path Entropy(↓):  0.800664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in iron will
Start Entity:     Iron Will
Gold Answer:      [['David Ogden Stiers', 'August Schellenberg', 'Kevin Spacey', 'Mackenzie Astin']]
Predicted Ans:    Aden Young
Predicted Path:   Iron Will --[starred_actors]--> August Schellenberg --[(INV) starred_actors]--> Black Robe --[starred_actors]--> Aden Young
Path (Raw):       Iron Will --[starred_actors]--> August Schellenberg --[(INV) starred_actors]--> Black Robe --[starred_actors]--> Aden Young
Neg LogProb(↓):   1.161680
Path Entropy(↓):  1.799301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film pitfall are directed by who
Start Entity:     Pitfall
Gold Answer:      [['William Dieterle', 'John Cromwell', 'William A. Seiter', 'Fritz Lang', 'Edward Dmytryk', 'Tay Garnett', 'Gerd Oswald', 'Michael Hoffman', 'Preston Sturges', 'Alex Proyas', 'Mel Ferrer', 'Ray Enright', 'Frank Tashlin', 'Frank Borzage', 'Lewis Milestone', 'Busby Berkeley', 'Nicholas Ray', 'Anthony Mann', 'Terence Fisher', 'Max Reinhardt', 'Hal Kanter', 'Harmon Jones', 'René Clair', 'Vincente Minnelli', 'Melvin Frank', 'Peter Hall', 'Sherman Todd', 'Lloyd Bacon', 'Mike Hodges', 'Tom DiCillo']]
Predicted Ans:    William Dieterle
Predicted Path:   Pitfall --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       Pitfall --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.710424
Path Entropy(↓):  1.474630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film gloria
Start Entity:     Gloria
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Gloria --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Gloria --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.288495
Path Entropy(↓):  4.705607
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by koen mortier release
Start Entity:     Koen Mortier
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Koen Mortier --[(INV) directed_by]--> Ex Drummer --[release_year]--> 2007
Path (Raw):       Koen Mortier --[No Operation]--> Koen Mortier --[(INV) directed_by]--> Ex Drummer --[release_year]--> 2007
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the strangler
Start Entity:     The Strangler
Gold Answer:      [['Burt Topper']]
Predicted Ans:    Burt Topper
Predicted Path:   The Strangler --[directed_by]--> Burt Topper --[(INV) directed_by]--> The Strangler --[directed_by]--> Burt Topper
Path (Raw):       The Strangler --[directed_by]--> Burt Topper --[(INV) directed_by]--> The Strangler --[directed_by]--> Burt Topper
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by hiam abbass were directed by who
Start Entity:     Hiam Abbass
Gold Answer:      [['Amos Gitai', 'Eran Riklis', 'Cherien Dabis']]
Predicted Ans:    Cherien Dabis
Predicted Path:   Hiam Abbass --[(INV) starred_actors]--> Amreeka --[directed_by]--> Cherien Dabis
Path (Raw):       Hiam Abbass --[No Operation]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[directed_by]--> Cherien Dabis
Neg LogProb(↓):   0.660328
Path Entropy(↓):  0.702796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of barbara o'neil
Start Entity:     Barbara O'Neil
Gold Answer:      [['Bette Davis', 'Jeffrey Lynn', 'Charles Boyer']]
Predicted Ans:    Bette Davis
Predicted Path:   Barbara O'Neil --[(INV) starred_actors]--> All This, and Heaven Too --[starred_actors]--> Bette Davis
Path (Raw):       Barbara O'Neil --[No Operation]--> Barbara O'Neil --[(INV) starred_actors]--> All This, and Heaven Too --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.153397
Path Entropy(↓):  0.409966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of 8 heads in a duffel bag
Start Entity:     8 Heads in a Duffel Bag
Gold Answer:      [['Lethal Weapon 2', 'Easy Money', 'Jimmy Hollywood', 'Love Ranch', 'Goodfellas', 'Flowers in the Attic', 'Raging Bull', 'The Chase', 'Buffy the Vampire Slayer', 'Higher Learning', 'My Cousin Vinny', 'Casino', 'What If...', 'With Honors', 'The Public Eye', 'Lethal Weapon 4', "Gone Fishin'", 'Lethal Weapon 3', 'The Phantom', 'Highway to Hell', 'Home Alone', 'The Super']]
Predicted Ans:    My Cousin Vinny
Predicted Path:   8 Heads in a Duffel Bag --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> My Cousin Vinny
Path (Raw):       8 Heads in a Duffel Bag --[starred_actors]--> Joe Pesci --[No Operation]--> Joe Pesci --[(INV) starred_actors]--> My Cousin Vinny
Neg LogProb(↓):   1.020608
Path Entropy(↓):  1.538495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by on guard writers release
Start Entity:     On Guard
Gold Answer:      [['1964']]
Predicted Ans:    1997
Predicted Path:   On Guard --[written_by]--> Philippe de Broca --[(INV) written_by]--> On Guard --[release_year]--> 1997
Path (Raw):       On Guard --[written_by]--> Philippe de Broca --[(INV) written_by]--> On Guard --[release_year]--> 1997
Neg LogProb(↓):   0.288030
Path Entropy(↓):  0.675408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by les girls writers release
Start Entity:     Les Girls
Gold Answer:      [['1946', '1949', '1954', '1944', '1960', '1951', '1953', '1961', '1955', '1937', '1956']]
Predicted Ans:    1960
Predicted Path:   Les Girls --[written_by]--> John Patrick --[(INV) written_by]--> The World of Suzie Wong --[release_year]--> 1960
Path (Raw):       Les Girls --[written_by]--> John Patrick --[(INV) written_by]--> The World of Suzie Wong --[release_year]--> 1960
Neg LogProb(↓):   0.954078
Path Entropy(↓):  1.612549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed how to train your dragon 2
Start Entity:     How to Train Your Dragon 2
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   How to Train Your Dragon 2 --[directed_by]--> Dean DeBlois --[(INV) directed_by]--> How to Train Your Dragon --[has_genre]--> Animation
Path (Raw):       How to Train Your Dragon 2 --[directed_by]--> Dean DeBlois --[(INV) directed_by]--> How to Train Your Dragon --[has_genre]--> Animation
Neg LogProb(↓):   0.001892
Path Entropy(↓):  0.013841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Shinji aoyama directed films together with who
Start Entity:     Shinji Aoyama
Gold Answer:      [['Nicolas Roeg']]
Predicted Ans:    Nicolas Roeg
Predicted Path:   Shinji Aoyama --[(INV) directed_by]--> Eureka --[directed_by]--> Nicolas Roeg
Path (Raw):       Shinji Aoyama --[No Operation]--> Shinji Aoyama --[(INV) directed_by]--> Eureka --[directed_by]--> Nicolas Roeg
Neg LogProb(↓):   0.137247
Path Entropy(↓):  0.388640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie chasing amy are directed by who
Start Entity:     Chasing Amy
Gold Answer:      [['Doug Ellin', 'Chris Koch', 'Bruce McCulloch', 'David Mirkin', 'Kevin Smith', 'Tim Hill', 'Frederik Du Chau', 'Lawrence Kasdan']]
Predicted Ans:    Tim Hill
Predicted Path:   Chasing Amy --[starred_actors]--> Jason Lee --[(INV) starred_actors]--> Alvin and the Chipmunks --[directed_by]--> Tim Hill
Path (Raw):       Chasing Amy --[starred_actors]--> Jason Lee --[(INV) starred_actors]--> Alvin and the Chipmunks --[directed_by]--> Tim Hill
Neg LogProb(↓):   0.413792
Path Entropy(↓):  1.007196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the man behind the gun also starred in which movies
Start Entity:     The Man Behind the Gun
Gold Answer:      [['Bombardier', 'Shoot-Out at Medicine Bend', 'Gunfighters', 'Albuquerque', 'Follow the Fleet', 'The Last of the Mohicans', 'Buchanan Rides Alone', 'Virginia City', 'She', 'Susannah of the Mounties', 'High, Wide, and Handsome', 'Ride the High Country', "Hangman's Knot", 'Western Union', 'The Desperadoes', 'Hot Saturday', 'My Favorite Wife', "Badman's Territory", 'Man in the Saddle', 'Roberta', 'Belle Starr', 'Santa Fe', 'Westbound', 'Comanche Station', 'Captain Kidd', 'Rage at Dawn', 'A Lawless Street', 'Decision at Sundown', 'Christmas Eve', 'Ride Lonesome', '7th Cavalry', 'The Spoilers', 'Jesse James', 'Pittsburgh', 'Seven Men from Now', 'Rebecca of Sunnybrook Farm', 'To the Shores of Tripoli', 'Carson City', 'The Tall T']]
Predicted Ans:    Gunfighters
Predicted Path:   The Man Behind the Gun --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Gunfighters
Path (Raw):       The Man Behind the Gun --[starred_actors]--> Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> Gunfighters
Neg LogProb(↓):   1.478907
Path Entropy(↓):  2.219325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of brink of life
Start Entity:     Brink of Life
Gold Answer:      [['Summer Interlude', 'Persona', 'The Magic Flute', 'After the Rehearsal', 'Crisis', 'Smiles of a Summer Night', 'Shame', 'Summer with Monika', 'Saraband', 'From the Life of the Marionettes', 'The Silence', 'The Virgin Spring', 'Port of Call', 'A Lesson in Love', 'All These Women', 'Face to Face', 'Wild Strawberries', 'Hour of the Wolf', 'Thirst', 'Winter Light', 'Prison', 'The Seventh Seal', 'The Magician', 'Fanny and Alexander', 'Autumn Sonata', 'To Joy', 'Dreams', "The Devil's Eye", 'Through a Glass Darkly', 'The Passion of Anna']]
Predicted Ans:    Persona
Predicted Path:   Brink of Life --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Persona
Path (Raw):       Brink of Life --[No Operation]--> Brink of Life --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Persona
Neg LogProb(↓):   1.369353
Path Entropy(↓):  2.777845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie lola montes were released in which years
Start Entity:     Lola Montès
Gold Answer:      [['1950', '1934', '1952', '1953']]
Predicted Ans:    1952
Predicted Path:   Lola Montès --[written_by]--> Max Ophüls --[(INV) written_by]--> Le Plaisir --[release_year]--> 1952
Path (Raw):       Lola Montès --[written_by]--> Max Ophüls --[(INV) written_by]--> Le Plaisir --[release_year]--> 1952
Neg LogProb(↓):   0.269815
Path Entropy(↓):  0.602629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote steel magnolias
Start Entity:     Steel Magnolias
Gold Answer:      [['1996', '2004', '1991']]
Predicted Ans:    2004
Predicted Path:   Steel Magnolias --[written_by]--> Robert Harling --[(INV) written_by]--> Laws of Attraction --[release_year]--> 2004
Path (Raw):       Steel Magnolias --[written_by]--> Robert Harling --[(INV) written_by]--> Laws of Attraction --[release_year]--> 2004
Neg LogProb(↓):   0.037094
Path Entropy(↓):  0.182488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of blake edwards directed films
Start Entity:     Blake Edwards
Gold Answer:      [['Rod Amateau', 'William Peter Blatty', 'Steve Martin', 'Nico Mastorakis', 'Maurice Richlin', 'Joseph Stone', 'Stanley Shapiro', 'Gordon Gordon', 'Harry Kurnitz', 'Paul King', 'François Truffaut', 'Arthur A. Ross', 'Michael Crichton', 'Marcel Achard', 'Truman Capote', 'Mildred Gordon']]
Predicted Ans:    François Truffaut
Predicted Path:   Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> François Truffaut
Path (Raw):       Blake Edwards --[No Operation]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> François Truffaut
Neg LogProb(↓):   1.377322
Path Entropy(↓):  2.130018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did dorothy speare write
Start Entity:     Dorothy Speare
Gold Answer:      [['One Night of Love']]
Predicted Ans:    One Night of Love
Predicted Path:   Dorothy Speare --[(INV) written_by]--> One Night of Love --[written_by]--> Charles Beahan --[(INV) written_by]--> One Night of Love
Path (Raw):       Dorothy Speare --[(INV) written_by]--> One Night of Love --[written_by]--> Charles Beahan --[(INV) written_by]--> One Night of Love
Neg LogProb(↓):   0.000228
Path Entropy(↓):  0.002139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by peter sattler
Start Entity:     Peter Sattler
Gold Answer:      [['Joseph Julian Soria', 'Peyman Moaadi', 'Lane Garrison']]
Predicted Ans:    Peyman Moaadi
Predicted Path:   Peter Sattler --[(INV) directed_by]--> Camp X-Ray --[starred_actors]--> Peyman Moaadi
Path (Raw):       Peter Sattler --[No Operation]--> Peter Sattler --[(INV) directed_by]--> Camp X-Ray --[starred_actors]--> Peyman Moaadi
Neg LogProb(↓):   0.022381
Path Entropy(↓):  0.121250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film leave it to beaver
Start Entity:     Leave It to Beaver
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Leave It to Beaver --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       Leave It to Beaver --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   2.829023
Path Entropy(↓):  4.496600
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with sunflower fall under
Start Entity:     Sunflower
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sunflower --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[has_genre]--> Comedy
Path (Raw):       Sunflower --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[has_genre]--> Comedy
Neg LogProb(↓):   0.441695
Path Entropy(↓):  0.981765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of sea of love
Start Entity:     Sea of Love
Gold Answer:      [['Mercury Rising', 'City Hall', 'The Boost', 'The Big Town', 'The Onion Field', 'Malice', 'Domestic Disturbance', 'Taps']]
Predicted Ans:    Malice
Predicted Path:   Sea of Love --[directed_by]--> Harold Becker --[(INV) directed_by]--> Malice
Path (Raw):       Sea of Love --[No Operation]--> Sea of Love --[directed_by]--> Harold Becker --[(INV) directed_by]--> Malice
Neg LogProb(↓):   0.338269
Path Entropy(↓):  0.833476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by maximilian schell
Start Entity:     Maximilian Schell
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Maximilian Schell --[(INV) written_by]--> End of the Game --[release_year]--> 1975
Path (Raw):       Maximilian Schell --[No Operation]--> Maximilian Schell --[(INV) written_by]--> End of the Game --[release_year]--> 1975
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with pamela wallace
Start Entity:     Pamela Wallace
Gold Answer:      [['Earl W. Wallace', 'William Kelley']]
Predicted Ans:    Pamela Wallace
Predicted Path:   Pamela Wallace --[(INV) written_by]--> Witness --[written_by]--> Pamela Wallace
Path (Raw):       Pamela Wallace --[No Operation]--> Pamela Wallace --[(INV) written_by]--> Witness --[written_by]--> Pamela Wallace
Neg LogProb(↓):   0.004983
Path Entropy(↓):  0.034749
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of essential killing
Start Entity:     Essential Killing
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Essential Killing --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Essential Killing --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.485005
Path Entropy(↓):  2.685220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by neil burger starred which actors
Start Entity:     Neil Burger
Gold Answer:      [['Edward Norton', 'Paul Giamatti', 'Jessica Biel']]
Predicted Ans:    Jessica Biel
Predicted Path:   Neil Burger --[(INV) written_by]--> The Illusionist --[starred_actors]--> Jessica Biel
Path (Raw):       Neil Burger --[No Operation]--> Neil Burger --[(INV) written_by]--> The Illusionist --[starred_actors]--> Jessica Biel
Neg LogProb(↓):   0.010591
Path Entropy(↓):  0.065631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by david janssen
Start Entity:     David Janssen
Gold Answer:      [['Jacqueline Susann', 'Robin Moore', 'Martin Caidin', 'Alvin Sapinsley', 'Leslie H. Whitten']]
Predicted Ans:    Leslie H. Whitten
Predicted Path:   David Janssen --[(INV) starred_actors]--> Moon of the Wolf --[written_by]--> Leslie H. Whitten
Path (Raw):       David Janssen --[No Operation]--> David Janssen --[(INV) starred_actors]--> Moon of the Wolf --[written_by]--> Leslie H. Whitten
Neg LogProb(↓):   0.108556
Path Entropy(↓):  0.397667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film dredd
Start Entity:     Dredd
Gold Answer:      [['violence', 'cast', 'karl urban', 'olivia thirlby', 'lena headey', 'action', '3d']]
Predicted Ans:    olivia thirlby
Predicted Path:   Dredd --[has_tags]--> olivia thirlby --[(INV) has_tags]--> Dredd --[has_tags]--> olivia thirlby
Path (Raw):       Dredd --[has_tags]--> olivia thirlby --[(INV) has_tags]--> Dredd --[has_tags]--> olivia thirlby
Neg LogProb(↓):   0.006512
Path Entropy(↓):  0.042529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the teahouse of the august moon were in which genres
Start Entity:     The Teahouse of the August Moon
Gold Answer:      [['Music', 'Biography', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Teahouse of the August Moon --[directed_by]--> Daniel Mann --[(INV) directed_by]--> The Rose Tattoo --[has_genre]--> Drama
Path (Raw):       The Teahouse of the August Moon --[directed_by]--> Daniel Mann --[(INV) directed_by]--> The Rose Tattoo --[has_genre]--> Drama
Neg LogProb(↓):   0.627215
Path Entropy(↓):  1.298520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by patrick white
Start Entity:     Patrick White
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Patrick White --[(INV) written_by]--> The Eye of the Storm --[release_year]--> 2011
Path (Raw):       Patrick White --[No Operation]--> Patrick White --[(INV) written_by]--> The Eye of the Storm --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was niagara directed by
Start Entity:     Niagara
Gold Answer:      [['Henry Hathaway']]
Predicted Ans:    Henry Hathaway
Predicted Path:   Niagara --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[directed_by]--> Henry Hathaway
Path (Raw):       Niagara --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   0.485921
Path Entropy(↓):  0.980456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of mr. brooks
Start Entity:     Mr. Brooks
Gold Answer:      [['Into the Wild', 'Flawless', 'Kiss of the Spider Woman', 'The Countess', 'Half Light', 'Eyewitness', 'American Flyers', "My Best Friend's Girl", 'One True Thing', 'G.I. Jane', 'Employee of the Month', 'Silverado', 'Bull Durham', 'Planes', 'A Perfect World', 'Altered States', "St. Elmo's Fire", 'Alice', 'The Untouchables', 'Indecent Proposal', 'The Incredible Hulk', 'Guns, Girls and Gambling', 'The Juror', 'The 4th Floor', 'Ghost', 'The Accidental Tourist', 'Gorky Park', 'Field of Dreams', 'The War', 'The Yellow Handkerchief', 'Mortal Thoughts', 'Body Heat', 'Swing Vote', 'Fire in the Blood', 'Another Happy Day', 'Noise', 'Thirteen Days', 'Open Range', 'A Few Good Men', '3 Days to Kill', 'Michael', 'The River Why', 'A History of Violence', 'No Way Out', 'Parasite', 'The Joneses', 'The Postman', 'Simon Sez', 'The Doctor', 'Tin Cup', 'Waterworld', 'Revenge', 'Striptease', 'For Love of the Game', 'Children of a Lesser God', 'Fandango', 'Hellgate', 'Endgame', 'Late Bloomers', 'Wyatt Earp', 'The New Daughter', 'Rumor Has It...', 'The Bodyguard', 'The Big Chill', 'Dark City', 'Do Not Disturb', 'Dances with Wolves', "We're No Angels", '3000 Miles to Graceland', 'Message in a Bottle', 'Broadcast News', 'Lost in Space', 'The Hunchback of Notre Dame', 'The Guardian', 'Passion of Mind', "The Butcher's Wife", 'The Upside of Anger', 'Wisdom', 'No Small Affair', 'Beautiful Ohio', 'Disclosure', 'Dragonfly', 'Dan in Real Life', 'The Scarlet Letter', 'Happy Tears']]
Predicted Ans:    Do Not Disturb
Predicted Path:   Mr. Brooks --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb
Path (Raw):       Mr. Brooks --[starred_actors]--> William Hurt --[No Operation]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb
Neg LogProb(↓):   0.986115
Path Entropy(↓):  2.248028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by william osborne
Start Entity:     William Osborne
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   William Osborne --[(INV) written_by]--> Thunderbirds --[has_genre]--> Action
Path (Raw):       William Osborne --[No Operation]--> William Osborne --[(INV) written_by]--> Thunderbirds --[has_genre]--> Action
Neg LogProb(↓):   0.593122
Path Entropy(↓):  0.687604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by fading gigolo actors release
Start Entity:     Fading Gigolo
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1979', '1984', '1977', '1998', '2010', '2004', '1982', '1973', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '1989', '2002', '2011', '2013', '2000', '1975', '1991', '1999', '1987', '1969']]
Predicted Ans:    2010
Predicted Path:   Fading Gigolo --[starred_actors]--> Liev Schreiber --[(INV) starred_actors]--> Salt --[release_year]--> 2010
Path (Raw):       Fading Gigolo --[starred_actors]--> Liev Schreiber --[(INV) starred_actors]--> Salt --[release_year]--> 2010
Neg LogProb(↓):   1.006664
Path Entropy(↓):  1.845179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in olympus has fallen
Start Entity:     Olympus Has Fallen
Gold Answer:      [['Gabriele Muccino', 'E. Elias Merhige', 'Philipp Stölzl', 'Jan de Bont', 'Les Mayfield', 'Wolfgang Petersen', 'Charles Finch', 'Dean DeBlois', 'Chris Sanders', 'Joshua Michael Stern', 'Guy Ritchie', 'Brandon Camp', 'Richard Donner', 'John Cameron Mitchell', 'Bernie Goldmann', 'Christopher Nolan', 'Mark Levin', 'Jennifer Flackett', 'John Woo', 'John Duigan', 'Stuart Beattie', 'Marc Forster', 'Harvey Weinstein', 'Joel Schumacher', 'Scott Hicks', 'Andy Tennant', 'Patrick Lussier', 'Melisa Wallack', 'Mikael Salomon', 'Jason Reitman', 'Rob Bowman', 'Hans Canosa', 'George Seaton', 'Richard Stanley', 'Neil LaBute', 'Gabe Ibáñez', 'Brian Taylor', 'Mark Neveldine', 'F. Gary Gray', 'Zack Snyder', 'Brian De Palma']]
Predicted Ans:    Hans Canosa
Predicted Path:   Olympus Has Fallen --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Conversations with Other Women --[directed_by]--> Hans Canosa
Path (Raw):       Olympus Has Fallen --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Conversations with Other Women --[directed_by]--> Hans Canosa
Neg LogProb(↓):   0.638120
Path Entropy(↓):  1.020213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the unforgiven
Start Entity:     The Unforgiven
Gold Answer:      [['Richard Boone', 'Bibi Andersson', 'Saeed Jaffrey', 'Trevor Howard', 'Katharine Hepburn', 'Juliette Gréco', 'Gregory Peck', 'Jacqueline Bisset', 'Michael Caine', 'Robert Loggia', 'Suzanne Flon', 'Gladys George', 'Zsa Zsa Gabor', 'Quvenzhané Wallis', 'Colette Marchand', 'Sterling Hayden', 'Bette Davis', 'Paulette Goddard', 'Leo Genn', 'Lauren Bacall', 'Ann Reinking', 'Edward G. Robinson', 'Stacy Keach', 'Dorothy Lamour', 'Tim Holt', 'Albert Finney', 'Richard Burton', 'Charles Bronson', 'Royal Dano', 'Audie Murphy', 'Clark Gable', 'Robert Morley', 'Mary Astor', 'Carol Burnett', 'Henry Fonda', 'Eddie Albert', 'Tim Curry', 'Jack Nicholson', 'Peter Bull', 'Rob Freeman', 'David Dontoh', 'Lionel Barrymore', 'Walter Huston', 'Sydney Greenstreet', 'Jeff Bridges', 'Ava Gardner', 'Jamie Foxx', 'Deborah Kerr', 'James Stewart', 'Susan Tyrrell', 'Richard Basehart', 'Ricardo Cortez', 'Jennifer Jones', 'Bebe Daniels', 'Olivia de Havilland', 'Errol Flynn', 'Dudley Digges', 'Anthony Andrews', 'Sean Connery', 'Bill Mauldin', 'Gina Lollobrigida', 'Humphrey Bogart', 'Donal McCann', 'Anjelica Huston', 'José Ferrer', 'John Huston', 'Marlon Brando', 'Elizabeth Taylor', 'Louis Calhern', 'James Whitmore', 'Montgomery Clift', 'Christopher Plummer', 'Kathleen Turner', 'Thelma Ritter', 'Paul Newman', 'Marilyn Monroe', 'Jean Hagen', 'Peter Lorre']]
Predicted Ans:    Paul Newman
Predicted Path:   The Unforgiven --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Path (Raw):       The Unforgiven --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.365085
Path Entropy(↓):  1.157649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of veronika decides to die
Start Entity:     Veronika Decides to Die
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Veronika Decides to Die --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Veronika Decides to Die --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.175253
Path Entropy(↓):  4.556705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dr. goldfoot and the bikini machine are directed by who
Start Entity:     Dr. Goldfoot and the Bikini Machine
Gold Answer:      [['James McTeigue', 'Alan Rafkin', 'Lew Landers', 'Richard Fleischer', 'Jim Clark', 'Gordon Hessler', 'Roy Ward Baker', 'Ulli Lommel', 'André De Toth', 'Otto Preminger', 'John M. Stahl', 'Elliot Silverstein', 'William Butler', 'William Asher', 'Michael Reeves', 'William Malone', 'Robert Fuest', 'Anatole Litvak', 'Jacques Tourneur', 'Joe May', 'Lyndall Hobbs', 'John Wayne', 'Douglas Hickox', 'Samuel Fuller', 'Mario Bava', 'Sidney Salkow', 'Lindsay Anderson', 'Richard Whorf', 'Ubaldo Ragona', 'John Farrow', 'John Lee Hancock', 'Roger Corman', 'Tim Burton', 'Reginald Le Borg', 'Roland West', 'Crane Wilbur', 'William Castle', 'Joseph L. Mankiewicz', 'Robert Z. Leonard']]
Predicted Ans:    Roger Corman
Predicted Path:   Dr. Goldfoot and the Bikini Machine --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Dr. Goldfoot and the Bikini Machine --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.178302
Path Entropy(↓):  2.266034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film babes on broadway
Start Entity:     Babes on Broadway
Gold Answer:      [['1934', '1949', '1939', '1940', '1942', '1935', '1941', '1943']]
Predicted Ans:    1943
Predicted Path:   Babes on Broadway --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Path (Raw):       Babes on Broadway --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Neg LogProb(↓):   0.273805
Path Entropy(↓):  0.789339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed johnny stecchino
Start Entity:     Johnny Stecchino
Gold Answer:      [['Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Johnny Stecchino --[directed_by]--> Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Path (Raw):       Johnny Stecchino --[directed_by]--> Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   0.046040
Path Entropy(↓):  0.203577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of meteor
Start Entity:     Meteor
Gold Answer:      [['Circle of Iron', 'The Mouse That Roared', 'Eye of the Needle', 'Colorado Territory', 'The Collector', 'The Mark', 'Patton', 'The Day the Earth Stood Still', 'Young Man with a Horn']]
Predicted Ans:    The Collector
Predicted Path:   Meteor --[written_by]--> Stanley Mann --[(INV) written_by]--> The Collector
Path (Raw):       Meteor --[written_by]--> Stanley Mann --[(INV) written_by]--> The Collector --[No Operation]--> The Collector
Neg LogProb(↓):   0.668769
Path Entropy(↓):  1.539909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor lakis lazopoulos appeared in the same movie with who
Start Entity:     Lakis Lazopoulos
Gold Answer:      [['Nick Ashdon', 'Juan Diego Botto', 'Laia Marull']]
Predicted Ans:    Juan Diego Botto
Predicted Path:   Lakis Lazopoulos --[(INV) starred_actors]--> El Greco --[starred_actors]--> Juan Diego Botto
Path (Raw):       Lakis Lazopoulos --[No Operation]--> Lakis Lazopoulos --[(INV) starred_actors]--> El Greco --[starred_actors]--> Juan Diego Botto
Neg LogProb(↓):   0.222548
Path Entropy(↓):  0.622010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in cat - women of the moon
Start Entity:     Cat-Women of the Moon
Gold Answer:      [['Marie Windsor', 'Victor Jory', 'Sonny Tufts']]
Predicted Ans:    Sonny Tufts
Predicted Path:   Cat-Women of the Moon --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> Cat-Women of the Moon --[starred_actors]--> Sonny Tufts
Path (Raw):       Cat-Women of the Moon --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> Cat-Women of the Moon --[starred_actors]--> Sonny Tufts
Neg LogProb(↓):   0.062782
Path Entropy(↓):  0.323809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the chronicles of riddick
Start Entity:     The Chronicles of Riddick
Gold Answer:      [['Edward Dmytryk', 'Kevin Reynolds', 'Steve Miner', 'David Twohy', 'Deran Sarafian']]
Predicted Ans:    Deran Sarafian
Predicted Path:   The Chronicles of Riddick --[written_by]--> David Twohy --[(INV) written_by]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       The Chronicles of Riddick --[written_by]--> David Twohy --[(INV) written_by]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   0.037028
Path Entropy(↓):  0.208034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did pat derby star in
Start Entity:     Pat Derby
Gold Answer:      [['An Apology to Elephants']]
Predicted Ans:    An Apology to Elephants
Predicted Path:   Pat Derby --[(INV) starred_actors]--> An Apology to Elephants --[starred_actors]--> Pat Derby --[(INV) starred_actors]--> An Apology to Elephants
Path (Raw):       Pat Derby --[(INV) starred_actors]--> An Apology to Elephants --[starred_actors]--> Pat Derby --[(INV) starred_actors]--> An Apology to Elephants
Neg LogProb(↓):   0.040147
Path Entropy(↓):  0.165894
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did kyle gallner act in
Start Entity:     Kyle Gallner
Gold Answer:      [['A Nightmare on Elm Street', 'American Sniper', 'Dear White People']]
Predicted Ans:    American Sniper
Predicted Path:   Kyle Gallner --[(INV) starred_actors]--> American Sniper --[starred_actors]--> Kyle Gallner --[(INV) starred_actors]--> American Sniper
Path (Raw):       Kyle Gallner --[(INV) starred_actors]--> American Sniper --[starred_actors]--> Kyle Gallner --[(INV) starred_actors]--> American Sniper
Neg LogProb(↓):   0.014465
Path Entropy(↓):  0.091748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by peter lorre
Start Entity:     Peter Lorre
Gold Answer:      [['Finnish', 'German']]
Predicted Ans:    German
Predicted Path:   Peter Lorre --[(INV) starred_actors]--> M --[in_language]--> German
Path (Raw):       Peter Lorre --[No Operation]--> Peter Lorre --[(INV) starred_actors]--> M --[in_language]--> German
Neg LogProb(↓):   0.220730
Path Entropy(↓):  0.527306
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of david pursall written movies
Start Entity:     David Pursall
Gold Answer:      [['1966', '1962', '1964']]
Predicted Ans:    1962
Predicted Path:   David Pursall --[(INV) written_by]--> The Longest Day --[release_year]--> 1962
Path (Raw):       David Pursall --[No Operation]--> David Pursall --[(INV) written_by]--> The Longest Day --[release_year]--> 1962
Neg LogProb(↓):   0.017906
Path Entropy(↓):  0.090798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie soapdish
Start Entity:     Soapdish
Gold Answer:      [['Sidney Carroll', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Ethan Coen', 'Dave Eggers', 'Nicholas Sparks', 'Ethan Canin', 'Matt Damon', 'Will Fetters', 'Jay Parini', 'Alvin Sargent', 'J. Mills Goodloe', 'John Krasinski', 'Don DeLillo', 'William Shakespeare', 'Jack Davies', 'Michael Hoffman', 'Rose Tremain']]
Predicted Ans:    Ethan Canin
Predicted Path:   Soapdish --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> The Emperor's Club --[written_by]--> Ethan Canin
Path (Raw):       Soapdish --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> The Emperor's Club --[written_by]--> Ethan Canin
Neg LogProb(↓):   0.510840
Path Entropy(↓):  1.165481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of david twohy directed movies
Start Entity:     David Twohy
Gold Answer:      [['2000', '2009', '2004', '1996', '2002', '2013']]
Predicted Ans:    2002
Predicted Path:   David Twohy --[(INV) directed_by]--> Below --[release_year]--> 2002
Path (Raw):       David Twohy --[No Operation]--> David Twohy --[(INV) directed_by]--> Below --[release_year]--> 2002
Neg LogProb(↓):   1.129354
Path Entropy(↓):  1.651332
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of chloe grace moretz acted films
Start Entity:     Chloë Grace Moretz
Gold Answer:      [['John Ajvide Lindqvist', 'John Logan', 'Mark Millar', 'Brian Selznick', 'Stephen King', 'Matt Reeves', 'Lawrence D. Cohen', 'Richard Wenk', 'Jeff Wadlow', 'Olivier Assayas', 'Theodore Dreiser']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Chloë Grace Moretz --[(INV) starred_actors]--> Clouds of Sils Maria --[written_by]--> Olivier Assayas
Path (Raw):       Chloë Grace Moretz --[No Operation]--> Chloë Grace Moretz --[(INV) starred_actors]--> Clouds of Sils Maria --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.670858
Path Entropy(↓):  0.908932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of equilibrium
Start Entity:     Equilibrium
Gold Answer:      [['Kurt Wimmer']]
Predicted Ans:    Kurt Wimmer
Predicted Path:   Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Ultraviolet --[directed_by]--> Kurt Wimmer
Path (Raw):       Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Ultraviolet --[directed_by]--> Kurt Wimmer
Neg LogProb(↓):   0.007693
Path Entropy(↓):  0.044964
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film love
Start Entity:     Love
Gold Answer:      [['Vladan Nikolic']]
Predicted Ans:    William Eubank
Predicted Path:   Love --[written_by]--> William Eubank --[(INV) written_by]--> Love --[written_by]--> William Eubank
Path (Raw):       Love --[written_by]--> William Eubank --[(INV) written_by]--> Love --[written_by]--> William Eubank
Neg LogProb(↓):   0.008998
Path Entropy(↓):  0.059290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film happy christmas were in which languages
Start Entity:     Happy Christmas
Gold Answer:      [['French']]
Predicted Ans:    2014
Predicted Path:   Happy Christmas --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> Happy Christmas --[release_year]--> 2014
Path (Raw):       Happy Christmas --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> Happy Christmas --[release_year]--> 2014
Neg LogProb(↓):   0.010294
Path Entropy(↓):  0.058002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by ray bradbury
Start Entity:     Ray Bradbury
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[in_language]--> English
Path (Raw):       Ray Bradbury --[No Operation]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[in_language]--> English
Neg LogProb(↓):   0.000255
Path Entropy(↓):  0.002600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote cypher
Start Entity:     Cypher
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Cypher --[written_by]--> Brian King --[(INV) written_by]--> Cypher --[has_genre]--> Thriller
Path (Raw):       Cypher --[written_by]--> Brian King --[(INV) written_by]--> Cypher --[has_genre]--> Thriller
Neg LogProb(↓):   0.123960
Path Entropy(↓):  0.360072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of clarence upson young written films
Start Entity:     Clarence Upson Young
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Clarence Upson Young --[(INV) written_by]--> Albuquerque --[release_year]--> 1948
Path (Raw):       Clarence Upson Young --[No Operation]--> Clarence Upson Young --[(INV) written_by]--> Albuquerque --[release_year]--> 1948
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the man they could not hang also appears in which movies
Start Entity:     The Man They Could Not Hang
Gold Answer:      [['Doomed to Die', 'Abbott and Costello Meet Dr. Jekyll and Mr. Hyde', 'The Comedy of Terrors', 'The Ghoul', 'Bedlam', 'The Body Snatcher', 'The Ape', 'Black Sabbath', 'The Strange Door', 'The Invisible Ray', 'Frankenstein', 'The Walking Dead', 'The Raven', 'The Mask of Fu Manchu', 'Abbott and Costello Meet the Killer, Boris Karloff', 'Lured', 'The Old Dark House', 'The Black Room', 'The Haunted Strangler', 'The Fatal Hour', 'House of Frankenstein', 'The Devil Commands', 'Isle of the Dead', 'Black Friday', 'Unconquered', 'Charlie Chan at the Opera', 'The Mummy', 'The Lost Patrol', 'The Black Cat', 'British Intelligence', 'Son of Frankenstein']]
Predicted Ans:    Black Sabbath
Predicted Path:   The Man They Could Not Hang --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath
Path (Raw):       The Man They Could Not Hang --[starred_actors]--> Boris Karloff --[No Operation]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath
Neg LogProb(↓):   0.553406
Path Entropy(↓):  1.130615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of india song
Start Entity:     India Song
Gold Answer:      [['Mr. Freedom', 'Bay of Angels']]
Predicted Ans:    Bay of Angels
Predicted Path:   India Song --[starred_actors]--> Claude Mann --[(INV) starred_actors]--> Bay of Angels
Path (Raw):       India Song --[starred_actors]--> Claude Mann --[No Operation]--> Claude Mann --[(INV) starred_actors]--> Bay of Angels
Neg LogProb(↓):   0.285182
Path Entropy(↓):  0.731864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film lightspeed
Start Entity:     Lightspeed
Gold Answer:      [['1998', '2009', '1989', '1973', '1994', '1986']]
Predicted Ans:    1994
Predicted Path:   Lightspeed --[starred_actors]--> Nicole Eggert --[(INV) starred_actors]--> Blown Away --[release_year]--> 1994
Path (Raw):       Lightspeed --[starred_actors]--> Nicole Eggert --[(INV) starred_actors]--> Blown Away --[release_year]--> 1994
Neg LogProb(↓):   0.369122
Path Entropy(↓):  0.933306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jacques akchoti write
Start Entity:     Jacques Akchoti
Gold Answer:      [["Don't Look Back"]]
Predicted Ans:    Don't Look Back
Predicted Path:   Jacques Akchoti --[(INV) written_by]--> Don't Look Back --[written_by]--> Marina de Van --[(INV) written_by]--> Don't Look Back
Path (Raw):       Jacques Akchoti --[(INV) written_by]--> Don't Look Back --[written_by]--> Marina de Van --[(INV) written_by]--> Don't Look Back
Neg LogProb(↓):   0.021856
Path Entropy(↓):  0.126665
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did stephen wangh write
Start Entity:     Stephen Wangh
Gold Answer:      [['The Laramie Project']]
Predicted Ans:    The Laramie Project
Predicted Path:   Stephen Wangh --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Path (Raw):       Stephen Wangh --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Neg LogProb(↓):   0.533546
Path Entropy(↓):  1.185032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by marius goring
Start Entity:     Marius Goring
Gold Answer:      [['Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Marius Goring --[(INV) starred_actors]--> The Spy in Black --[directed_by]--> Michael Powell
Path (Raw):       Marius Goring --[No Operation]--> Marius Goring --[(INV) starred_actors]--> The Spy in Black --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.001018
Path Entropy(↓):  0.008599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by harry connick jr.
Start Entity:     Harry Connick Jr.
Gold Answer:      [['Charles Martin Smith']]
Predicted Ans:    Charles Martin Smith
Predicted Path:   Harry Connick Jr. --[(INV) starred_actors]--> Dolphin Tale 2 --[written_by]--> Charles Martin Smith
Path (Raw):       Harry Connick Jr. --[No Operation]--> Harry Connick Jr. --[(INV) starred_actors]--> Dolphin Tale 2 --[written_by]--> Charles Martin Smith
Neg LogProb(↓):   0.059424
Path Entropy(↓):  0.220570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the lovely bones
Start Entity:     The Lovely Bones
Gold Answer:      [['William Dieterle', 'Greg Mottola', 'Paul Haggis', 'Michael Hoffman', 'Brian Koppelman', 'David Levien', 'Bob Dolman', 'Adam McKay', 'Campbell Scott', 'David Frankel', 'Sam Raimi', 'Robert Benton', 'Bryan Singer', 'John G. Avildsen', 'Rupert Wyatt', 'Peter Hall', 'Vern Oakley', 'Bill Eagles', 'Tim Robbins', 'Mark Duplass', 'Jim Sheridan', 'Ann Turner', 'Gary Ross', 'David Gordon Green', 'Stanley Tucci', 'Martin Scorsese', 'Larysa Kondracki', 'Tom Gries', 'Shana Feste', 'Seth MacFarlane', 'Evan Dunsky', 'Terence Fisher', 'Max Reinhardt', 'Joel Schumacher', 'Michael Rymer', 'Chazz Palminteri', 'Baltasar Kormákur', 'Danny Boyle', 'Frank Pierson', 'Tim Burton', 'Ric Roman Waugh', 'Neil LaBute', 'Chris Columbus', 'Fernando Meirelles', 'Stephen Herek', 'Richard Glatzer', 'Ericson Core', 'David O. Russell', 'John Fortenberry', 'Rian Johnson', 'James Gray', 'Karl Freund', 'Karel Reisz', 'David Hare', 'Franklin J. Schaffner', 'Peter Collinson', 'Stephen Sommers', 'Ava DuVernay', 'Richard LaGravenese', 'Craig Gillespie', 'Andrew Davis', 'Henry Pincus', 'John Moore', 'George Roy Hill', 'Kirk Wong', 'John Stockwell', 'Paul Schrader', 'Louis Malle', 'John Singleton', 'Luis Mandoki', 'Francis Lawrence', 'Allen Hughes', 'Darren Aronofsky', 'Catherine Hardwicke', 'Werner Herzog', 'Adam Marcus', 'Ben Falcone', 'Károly Makk', 'Matthew Cooke', 'James Foley', 'Paul Mazursky', 'David Leland', 'Jim Sharman', 'Nicholas Jarecki', 'Ron Shelton', 'Terence Davies', 'Wolfgang Petersen', 'Tony Scott', 'István Szabó', 'Charles Jarrott', 'Antoine Fuqua', 'Peter Berg', 'Gary Fleder', "Rockne S. O'Bannon", 'George Miller', 'Robert Allan Ackerman', 'Cameron Crowe', 'Alejandro Amenábar', 'F. Gary Gray']]
Predicted Ans:    Peter Berg
Predicted Path:   The Lovely Bones --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[directed_by]--> Peter Berg
Path (Raw):       The Lovely Bones --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[directed_by]--> Peter Berg
Neg LogProb(↓):   1.422076
Path Entropy(↓):  2.301012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film rio lobo
Start Entity:     Rio Lobo
Gold Answer:      [['Leigh Brackett']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Rio Lobo --[written_by]--> Leigh Brackett --[(INV) written_by]--> Rio Lobo --[written_by]--> Leigh Brackett
Path (Raw):       Rio Lobo --[written_by]--> Leigh Brackett --[(INV) written_by]--> Rio Lobo --[written_by]--> Leigh Brackett
Neg LogProb(↓):   0.101033
Path Entropy(↓):  0.322221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the whole nine yards
Start Entity:     The Whole Nine Yards
Gold Answer:      [['Michael Clarke Duncan', 'Bruce Willis', 'Matthew Perry']]
Predicted Ans:    Bruce Willis
Predicted Path:   The Whole Nine Yards --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Cop Out --[starred_actors]--> Bruce Willis
Path (Raw):       The Whole Nine Yards --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Cop Out --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.618838
Path Entropy(↓):  1.131470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote some kind of hero
Start Entity:     Some Kind of Hero
Gold Answer:      [['Robert Boris', 'Michael Pressman']]
Predicted Ans:    Michael Pressman
Predicted Path:   Some Kind of Hero --[written_by]--> Robert Boris --[(INV) written_by]--> Doctor Detroit --[directed_by]--> Michael Pressman
Path (Raw):       Some Kind of Hero --[written_by]--> Robert Boris --[(INV) written_by]--> Doctor Detroit --[directed_by]--> Michael Pressman
Neg LogProb(↓):   0.042398
Path Entropy(↓):  0.198755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by juliusz machulski released
Start Entity:     Juliusz Machulski
Gold Answer:      [['1981', '2004']]
Predicted Ans:    1981
Predicted Path:   Juliusz Machulski --[(INV) written_by]--> Vabank --[release_year]--> 1981
Path (Raw):       Juliusz Machulski --[No Operation]--> Juliusz Machulski --[(INV) written_by]--> Vabank --[release_year]--> 1981
Neg LogProb(↓):   0.002904
Path Entropy(↓):  0.020697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by anne hathaway
Start Entity:     Anne Hathaway
Gold Answer:      [['2008', '2006', '1985', '1935', '2007', '1998', '2009', '1933', '1951', '2010', '2004', '1995', '2001', '2012', '2011', '1934', '2005', '1999', '1958']]
Predicted Ans:    2006
Predicted Path:   Anne Hathaway --[(INV) starred_actors]--> The Devil Wears Prada --[release_year]--> 2006
Path (Raw):       Anne Hathaway --[No Operation]--> Anne Hathaway --[(INV) starred_actors]--> The Devil Wears Prada --[release_year]--> 2006
Neg LogProb(↓):   1.352201
Path Entropy(↓):  1.980178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie dry summer in
Start Entity:     Dry Summer
Gold Answer:      [['Turkish']]
Predicted Ans:    Turkish
Predicted Path:   Dry Summer --[in_language]--> Turkish --[(INV) in_language]--> Winter Sleep --[in_language]--> Turkish
Path (Raw):       Dry Summer --[in_language]--> Turkish --[(INV) in_language]--> Winter Sleep --[in_language]--> Turkish
Neg LogProb(↓):   0.636723
Path Entropy(↓):  1.186253
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of adventures of don juan also wrote which films
Start Entity:     Adventures of Don Juan
Gold Answer:      [['Witness for the Prosecution', 'A Shot in the Dark', 'Libeled Lady', 'Rendezvous']]
Predicted Ans:    Rendezvous
Predicted Path:   Adventures of Don Juan --[written_by]--> George Oppenheimer --[(INV) written_by]--> Rendezvous
Path (Raw):       Adventures of Don Juan --[written_by]--> George Oppenheimer --[(INV) written_by]--> Rendezvous --[No Operation]--> Rendezvous
Neg LogProb(↓):   0.049486
Path Entropy(↓):  0.217119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the barefoot contessa were released in which years
Start Entity:     The Barefoot Contessa
Gold Answer:      [['1970', '1946', '2003', '1959', '1967', '2007', '1963', '1951', '1953', '1972', '2002', '1955', '1934', '1964', '1949', '1950', '1987', '1952', '1958']]
Predicted Ans:    1946
Predicted Path:   The Barefoot Contessa --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       The Barefoot Contessa --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   1.309426
Path Entropy(↓):  2.153698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film the wind that shakes the barley
Start Entity:     The Wind That Shakes the Barley
Gold Answer:      [['English', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   The Wind That Shakes the Barley --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Path (Raw):       The Wind That Shakes the Barley --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Neg LogProb(↓):   2.146584
Path Entropy(↓):  1.226289
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by sun ra were directed by who
Start Entity:     Sun Ra
Gold Answer:      [['John Coney']]
Predicted Ans:    John Coney
Predicted Path:   Sun Ra --[(INV) starred_actors]--> Space Is the Place --[directed_by]--> John Coney
Path (Raw):       Sun Ra --[No Operation]--> Sun Ra --[(INV) starred_actors]--> Space Is the Place --[directed_by]--> John Coney
Neg LogProb(↓):   0.591882
Path Entropy(↓):  1.019154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by moulin rouge writers release
Start Entity:     Moulin Rouge
Gold Answer:      [['1988', '1970', '1946', '1964', '1975', '1948', '1939', '1957', '1950', '1951', '1940', '1938', '1953', '1941', '1956', '1931']]
Predicted Ans:    1951
Predicted Path:   Moulin Rouge --[written_by]--> John Huston --[(INV) written_by]--> The African Queen --[release_year]--> 1951
Path (Raw):       Moulin Rouge --[written_by]--> John Huston --[(INV) written_by]--> The African Queen --[release_year]--> 1951
Neg LogProb(↓):   0.937178
Path Entropy(↓):  1.675975
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of marla schaffel acted films
Start Entity:     Marla Schaffel
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Marla Schaffel --[(INV) starred_actors]--> I Love You, Don't Touch Me! --[release_year]--> 1997
Path (Raw):       Marla Schaffel --[No Operation]--> Marla Schaffel --[(INV) starred_actors]--> I Love You, Don't Touch Me! --[release_year]--> 1997
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by a midsummer night's sex comedy actors
Start Entity:     A Midsummer Night's Sex Comedy
Gold Answer:      [['Jerry Zucker', 'Paul Mazursky', 'Albert Brooks', 'Richard Price', 'Steven Horowitz', 'Neil Offen', 'Peter S. Beagle', 'Marshall Brickman', 'Penny Panayotopoulou', 'George Tabori', 'Marco Denevi', 'Monica Mcgowan Johnson', 'Mickey Rose', 'Woody Allen', 'Richard Maibaum', 'Cyril Hume', 'Robert Altman', 'Roman Polanski', 'Corey Allen', 'Lawrence Krauss', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Ira Levin', 'Michel Gondry', 'Owen Davis', 'Roger L. Simon', 'David Frankel', 'Dan Madigan', 'Sofia Coppola', 'Francis Ford Coppola', 'Walter Bernstein', 'Marco Martins', 'Jim Abrahams', 'Harvey Miller', 'Hugh Leonard', 'David Zucker', 'John Turturro', 'Chandler Tuttle', 'Lewis Carroll']]
Predicted Ans:    Woody Allen
Predicted Path:   A Midsummer Night's Sex Comedy --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Path (Raw):       A Midsummer Night's Sex Comedy --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   0.776022
Path Entropy(↓):  1.634406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of wonder man
Start Entity:     Wonder Man
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Wonder Man --[release_year]--> 1945 --[(INV) release_year]--> Cornered --[release_year]--> 1945
Path (Raw):       Wonder Man --[release_year]--> 1945 --[(INV) release_year]--> Cornered --[release_year]--> 1945
Neg LogProb(↓):   2.859750
Path Entropy(↓):  3.859941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with city slickers were released in which years
Start Entity:     City Slickers
Gold Answer:      [['2000', '1990', '1992', '1989', '1994', '1984']]
Predicted Ans:    1989
Predicted Path:   City Slickers --[written_by]--> Babaloo Mandel --[(INV) written_by]--> Parenthood --[release_year]--> 1989
Path (Raw):       City Slickers --[written_by]--> Babaloo Mandel --[(INV) written_by]--> Parenthood --[release_year]--> 1989
Neg LogProb(↓):   0.608067
Path Entropy(↓):  1.409015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed death of a dynasty
Start Entity:     Death of a Dynasty
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Death of a Dynasty --[directed_by]--> Damon Dash --[(INV) directed_by]--> State Property 2 --[has_genre]--> Crime
Path (Raw):       Death of a Dynasty --[directed_by]--> Damon Dash --[(INV) directed_by]--> State Property 2 --[has_genre]--> Crime
Neg LogProb(↓):   0.002960
Path Entropy(↓):  0.020188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the ugly truth
Start Entity:     The Ugly Truth
Gold Answer:      [["Nim's Island", 'Playing for Keeps', 'The Bounty Hunter', 'Love Comes Softly', 'Timeline', 'Gamer', 'How to Train Your Dragon', 'RocknRolla', 'Killers', 'Olympus Has Fallen', 'The Ringer', 'Machine Gun Preacher', 'One for the Money', 'Wish Upon a Star', 'Law Abiding Citizen', 'Dracula 2000', 'Prince Valiant', 'How to Train Your Dragon 2', 'The Big Wedding', 'The Nut Job', 'Bride of Chucky', 'Knocked Up', '300', 'Life as We Know It', 'The Phantom of the Opera', 'Reign of Fire']]
Predicted Ans:    Killers
Predicted Path:   The Ugly Truth --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers
Path (Raw):       The Ugly Truth --[starred_actors]--> Katherine Heigl --[No Operation]--> Katherine Heigl --[(INV) starred_actors]--> Killers
Neg LogProb(↓):   0.681563
Path Entropy(↓):  1.140711
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie outrage
Start Entity:     Outrage
Gold Answer:      [['Robert Culp', 'Marlyn Mason', 'Beah Richards']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Outrage --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Battle Royale --[starred_actors]--> Takeshi Kitano
Path (Raw):       Outrage --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Battle Royale --[starred_actors]--> Takeshi Kitano
Neg LogProb(↓):   0.427762
Path Entropy(↓):  1.274425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by andrew bujalski
Start Entity:     Andrew Bujalski
Gold Answer:      [['Maggie Hatcher']]
Predicted Ans:    Maggie Hatcher
Predicted Path:   Andrew Bujalski --[(INV) directed_by]--> Beeswax --[starred_actors]--> Maggie Hatcher
Path (Raw):       Andrew Bujalski --[No Operation]--> Andrew Bujalski --[(INV) directed_by]--> Beeswax --[starred_actors]--> Maggie Hatcher
Neg LogProb(↓):   0.015009
Path Entropy(↓):  0.077944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by david mamet were in which languages
Start Entity:     David Mamet
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   David Mamet --[(INV) directed_by]--> The Winslow Boy --[in_language]--> English
Path (Raw):       David Mamet --[No Operation]--> David Mamet --[(INV) directed_by]--> The Winslow Boy --[in_language]--> English
Neg LogProb(↓):   0.693558
Path Entropy(↓):  0.697201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of everybody wins
Start Entity:     Everybody Wins
Gold Answer:      [['Dustin Hoffman', 'Will Smith', 'Bibi Andersson', 'Lee J. Cobb', 'William H. Macy', 'Montgomery Clift', 'Winona Ryder', 'Meat Loaf', 'Laura Dern', 'Kate Reid', 'John Malkovich', 'Thelma Ritter', 'David Paymer', 'Paul Scofield', 'Mildred Dunnock', 'Marilyn Monroe', 'Charles Durning', 'Joan Allen', 'Stephen Lang', 'Clark Gable', 'Margot Robbie', 'Vanessa Redgrave', 'Steve McQueen']]
Predicted Ans:    Montgomery Clift
Predicted Path:   Everybody Wins --[written_by]--> Arthur Miller --[(INV) written_by]--> The Misfits --[starred_actors]--> Montgomery Clift
Path (Raw):       Everybody Wins --[written_by]--> Arthur Miller --[(INV) written_by]--> The Misfits --[starred_actors]--> Montgomery Clift
Neg LogProb(↓):   0.975162
Path Entropy(↓):  1.598731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by emmanuel laurent
Start Entity:     Emmanuel Laurent
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Emmanuel Laurent --[(INV) directed_by]--> Two in the Wave --[in_language]--> French
Path (Raw):       Emmanuel Laurent --[No Operation]--> Emmanuel Laurent --[(INV) directed_by]--> Two in the Wave --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the ice pirates
Start Entity:     The Ice Pirates
Gold Answer:      [['1995', '1966', '2001', '1990', '1993', '2004', '2010', '2006', '1999', '2002', '1987', '1986']]
Predicted Ans:    1990
Predicted Path:   The Ice Pirates --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Grifters --[release_year]--> 1990
Path (Raw):       The Ice Pirates --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Grifters --[release_year]--> 1990
Neg LogProb(↓):   0.798817
Path Entropy(↓):  1.455182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by jodie foster
Start Entity:     Jodie Foster
Gold Answer:      [['Thai', 'English', 'French', 'German']]
Predicted Ans:    French
Predicted Path:   Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Path (Raw):       Jodie Foster --[No Operation]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Neg LogProb(↓):   0.006298
Path Entropy(↓):  0.038116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does flight fall under
Start Entity:     Flight
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Flight --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Flight --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.919061
Path Entropy(↓):  4.244160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for sans soleil
Start Entity:     Sans Soleil
Gold Answer:      [['Chris Marker']]
Predicted Ans:    Chris Marker
Predicted Path:   Sans Soleil --[directed_by]--> Chris Marker --[(INV) directed_by]--> A.K. --[directed_by]--> Chris Marker
Path (Raw):       Sans Soleil --[directed_by]--> Chris Marker --[(INV) directed_by]--> A.K. --[directed_by]--> Chris Marker
Neg LogProb(↓):   0.076195
Path Entropy(↓):  0.310031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by alan j. pakula starred which actors
Start Entity:     Alan J. Pakula
Gold Answer:      [['Meryl Streep', 'Kevin Kline', 'Peter MacNicol', 'Farrah Fawcett', 'Julia Roberts', 'Denzel Washington', 'Harrison Ford', 'Bonnie Bedelia', 'Brian Dennehy', 'Jeff Bridges', 'Alice Krige']]
Predicted Ans:    Kevin Kline
Predicted Path:   Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[starred_actors]--> Kevin Kline
Path (Raw):       Alan J. Pakula --[No Operation]--> Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.088587
Path Entropy(↓):  0.333991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by f. anstey fall under
Start Entity:     F. Anstey
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   F. Anstey --[(INV) written_by]--> Vice Versa --[has_genre]--> Comedy
Path (Raw):       F. Anstey --[No Operation]--> F. Anstey --[(INV) written_by]--> Vice Versa --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is the high cost of living
Start Entity:     The High Cost of Living
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The High Cost of Living --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The High Cost of Living --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.358840
Path Entropy(↓):  4.603473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by i accuse! actors
Start Entity:     I Accuse!
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   I Accuse! --[starred_actors]--> José Ferrer --[(INV) starred_actors]--> Crisis --[has_genre]--> Drama
Path (Raw):       I Accuse! --[starred_actors]--> José Ferrer --[(INV) starred_actors]--> Crisis --[has_genre]--> Drama
Neg LogProb(↓):   0.014900
Path Entropy(↓):  0.089790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie amityville 3 - d are written by who
Start Entity:     Amityville 3-D
Gold Answer:      [['Francis Gwaltney', 'Gerold Frank', 'Harry Harrison', 'Otto Klement', 'Martin Goldsmith', 'Robert Fontaine', 'Charles Brackett', 'Walter Reisch', 'Earl Felton', 'Jack Leonard', 'Harry Kleiner', 'Anthony Mann', 'Kyle Onstott', 'Samson Raphaelson', 'Clive Exton', 'Dan Madigan', 'Samuel A. Taylor', 'Pär Lagerkvist', 'Hugh Lofting', 'Leslie Bricusse', 'Edison Marshall', 'Ludovic Kennedy', 'Robert E. Howard', 'Joseph Wambaugh', 'Meyer Levin', 'Elmore Leonard', 'Jerome Bixby', 'Alf Sjöberg', 'Jack Kirkland']]
Predicted Ans:    Alf Sjöberg
Predicted Path:   Amityville 3-D --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Barabbas --[written_by]--> Alf Sjöberg
Path (Raw):       Amityville 3-D --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Barabbas --[written_by]--> Alf Sjöberg
Neg LogProb(↓):   0.091688
Path Entropy(↓):  0.381783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by alice taglioni were in which languages
Start Entity:     Alice Taglioni
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Alice Taglioni --[(INV) starred_actors]--> The Valet --[in_language]--> French
Path (Raw):       Alice Taglioni --[No Operation]--> Alice Taglioni --[(INV) starred_actors]--> The Valet --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the escape artist
Start Entity:     The Escape Artist
Gold Answer:      [['The Long, Long Trailer', 'Forever, Darling']]
Predicted Ans:    Forever, Darling
Predicted Path:   The Escape Artist --[starred_actors]--> Desi Arnaz --[(INV) starred_actors]--> Forever, Darling
Path (Raw):       The Escape Artist --[starred_actors]--> Desi Arnaz --[No Operation]--> Desi Arnaz --[(INV) starred_actors]--> Forever, Darling
Neg LogProb(↓):   0.004473
Path Entropy(↓):  0.032169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor june ritchie appeared in the same movie with who
Start Entity:     June Ritchie
Gold Answer:      [['Alan Bates']]
Predicted Ans:    Alan Bates
Predicted Path:   June Ritchie --[(INV) starred_actors]--> A Kind of Loving --[starred_actors]--> Alan Bates
Path (Raw):       June Ritchie --[No Operation]--> June Ritchie --[(INV) starred_actors]--> A Kind of Loving --[starred_actors]--> Alan Bates
Neg LogProb(↓):   0.000187
Path Entropy(↓):  0.001792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with escape were released in which years
Start Entity:     Escape
Gold Answer:      [['1933']]
Predicted Ans:    1940
Predicted Path:   Escape --[written_by]--> Grace Zaring Stone --[(INV) written_by]--> Escape --[release_year]--> 1940
Path (Raw):       Escape --[written_by]--> Grace Zaring Stone --[(INV) written_by]--> Escape --[release_year]--> 1940
Neg LogProb(↓):   0.368885
Path Entropy(↓):  0.617891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie reap the wild wind
Start Entity:     Reap the Wild Wind
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1993', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1982', '1973', '1953', '1947', '1932', '1956', '1943', '1976', '1948', '1972', '1971', '1989', '1942', '1940', '1938', '1961', '1955', '1962', '1934', '1949', '1997', '1975', '1966', '1950', '1960', '1952', '1965', '1927', '1999', '1945', '1969', '1937', '1930']]
Predicted Ans:    1948
Predicted Path:   Reap the Wild Wind --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> On Our Merry Way --[release_year]--> 1948
Path (Raw):       Reap the Wild Wind --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> On Our Merry Way --[release_year]--> 1948
Neg LogProb(↓):   1.210662
Path Entropy(↓):  2.160636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film breakfast at tiffany's released
Start Entity:     Breakfast at Tiffany's
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Breakfast at Tiffany's --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       Breakfast at Tiffany's --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   1.537897
Path Entropy(↓):  3.242730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for dangerous beauty
Start Entity:     Dangerous Beauty
Gold Answer:      [['Marshall Herskovitz']]
Predicted Ans:    Marshall Herskovitz
Predicted Path:   Dangerous Beauty --[directed_by]--> Marshall Herskovitz --[(INV) directed_by]--> Jack the Bear --[directed_by]--> Marshall Herskovitz
Path (Raw):       Dangerous Beauty --[directed_by]--> Marshall Herskovitz --[(INV) directed_by]--> Jack the Bear --[directed_by]--> Marshall Herskovitz
Neg LogProb(↓):   0.427386
Path Entropy(↓):  0.646067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in lucky star
Start Entity:     Lucky Star
Gold Answer:      [['1976', '1933', '1954', '1938', '1925', '1927', '1935', '1945', '1937']]
Predicted Ans:    1976
Predicted Path:   Lucky Star --[starred_actors]--> Janet Gaynor --[(INV) starred_actors]--> A Star Is Born --[release_year]--> 1976
Path (Raw):       Lucky Star --[starred_actors]--> Janet Gaynor --[(INV) starred_actors]--> A Star Is Born --[release_year]--> 1976
Neg LogProb(↓):   0.428591
Path Entropy(↓):  0.906049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the ugly truth actors
Start Entity:     The Ugly Truth
Gold Answer:      [['English', 'Indonesian', 'Korean', 'Japanese']]
Predicted Ans:    Indonesian
Predicted Path:   The Ugly Truth --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[in_language]--> Indonesian
Path (Raw):       The Ugly Truth --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[in_language]--> Indonesian
Neg LogProb(↓):   0.916283
Path Entropy(↓):  0.688589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of walkabout
Start Entity:     Walkabout
Gold Answer:      [['Italian', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Walkabout --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Eureka --[in_language]--> Japanese
Path (Raw):       Walkabout --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Eureka --[in_language]--> Japanese
Neg LogProb(↓):   0.008801
Path Entropy(↓):  0.050245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by astrid holm
Start Entity:     Astrid Holm
Gold Answer:      [['Victor Sjöström']]
Predicted Ans:    Victor Sjöström
Predicted Path:   Astrid Holm --[(INV) starred_actors]--> The Phantom Carriage --[directed_by]--> Victor Sjöström
Path (Raw):       Astrid Holm --[No Operation]--> Astrid Holm --[(INV) starred_actors]--> The Phantom Carriage --[directed_by]--> Victor Sjöström
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film gotcha! are directed by who
Start Entity:     Gotcha!
Gold Answer:      [["Thaddeus O'Sullivan", 'Jeff Kanew', 'Tony Scott', 'Danny Huston', 'William Friedkin', 'Richard Benjamin', 'Marek Kanievska', 'John Dahl', 'David Fincher', 'Alan Rudolph', 'Steve Rash', 'Steve De Jarnatt', 'Rob Reiner']]
Predicted Ans:    Rob Reiner
Predicted Path:   Gotcha! --[starred_actors]--> Anthony Edwards --[(INV) starred_actors]--> Flipped --[directed_by]--> Rob Reiner
Path (Raw):       Gotcha! --[starred_actors]--> Anthony Edwards --[(INV) starred_actors]--> Flipped --[directed_by]--> Rob Reiner
Neg LogProb(↓):   0.282435
Path Entropy(↓):  0.909189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of macon blair written films
Start Entity:     Macon Blair
Gold Answer:      [['Brett Simmons']]
Predicted Ans:    Brett Simmons
Predicted Path:   Macon Blair --[(INV) written_by]--> The Monkey's Paw --[directed_by]--> Brett Simmons
Path (Raw):       Macon Blair --[No Operation]--> Macon Blair --[(INV) written_by]--> The Monkey's Paw --[directed_by]--> Brett Simmons
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does wally cox appear in
Start Entity:     Wally Cox
Gold Answer:      [['The Barefoot Executive']]
Predicted Ans:    Superdad
Predicted Path:   Wally Cox --[(INV) starred_actors]--> The Barefoot Executive --[starred_actors]--> Joe Flynn --[(INV) starred_actors]--> Superdad
Path (Raw):       Wally Cox --[(INV) starred_actors]--> The Barefoot Executive --[starred_actors]--> Joe Flynn --[(INV) starred_actors]--> Superdad
Neg LogProb(↓):   0.413280
Path Entropy(↓):  0.822221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by camille coduri were in which genres
Start Entity:     Camille Coduri
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Camille Coduri --[(INV) starred_actors]--> King Ralph --[has_genre]--> Comedy
Path (Raw):       Camille Coduri --[No Operation]--> Camille Coduri --[(INV) starred_actors]--> King Ralph --[has_genre]--> Comedy
Neg LogProb(↓):   0.052262
Path Entropy(↓):  0.201215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of adam scott acted films
Start Entity:     Adam Scott
Gold Answer:      [['Leslye Headland', 'Lee Toland Krieger', 'Jennifer Westfeldt', 'Josh Heald', 'Stu Zicherman', 'Ben Karlin']]
Predicted Ans:    Jennifer Westfeldt
Predicted Path:   Adam Scott --[(INV) starred_actors]--> Friends with Kids --[written_by]--> Jennifer Westfeldt
Path (Raw):       Adam Scott --[No Operation]--> Adam Scott --[(INV) starred_actors]--> Friends with Kids --[written_by]--> Jennifer Westfeldt
Neg LogProb(↓):   0.010836
Path Entropy(↓):  0.063692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of impromptu
Start Entity:     Impromptu
Gold Answer:      [['Emily Blunt', 'Joanna Gleason', 'Anna Kendrick', 'Daniel Huttlestone', 'Bernadette Peters', 'James Corden']]
Predicted Ans:    Hugh Grant
Predicted Path:   Impromptu --[directed_by]--> James Lapine --[(INV) directed_by]--> Impromptu --[starred_actors]--> Hugh Grant
Path (Raw):       Impromptu --[directed_by]--> James Lapine --[(INV) directed_by]--> Impromptu --[starred_actors]--> Hugh Grant
Neg LogProb(↓):   0.566707
Path Entropy(↓):  1.001535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the film little miss marker
Start Entity:     Little Miss Marker
Gold Answer:      [['1934']]
Predicted Ans:    1980
Predicted Path:   Little Miss Marker --[release_year]--> 1980 --[(INV) release_year]--> Spetters --[release_year]--> 1980
Path (Raw):       Little Miss Marker --[release_year]--> 1980 --[(INV) release_year]--> Spetters --[release_year]--> 1980
Neg LogProb(↓):   2.378461
Path Entropy(↓):  3.721097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of three smart girls grow up
Start Entity:     Three Smart Girls Grow Up
Gold Answer:      [['Christmas Holiday', "Can't Help Singing", 'The Invisible Man Returns', 'Mystery of the 13th Guest', 'It Started with Eve', 'One Hundred Men and a Girl', 'Something in the Wind', 'Lady on a Train', 'First Love']]
Predicted Ans:    First Love
Predicted Path:   Three Smart Girls Grow Up --[starred_actors]--> Deanna Durbin --[(INV) starred_actors]--> First Love
Path (Raw):       Three Smart Girls Grow Up --[No Operation]--> Three Smart Girls Grow Up --[starred_actors]--> Deanna Durbin --[(INV) starred_actors]--> First Love
Neg LogProb(↓):   0.330605
Path Entropy(↓):  1.034755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in phase iv also appears in which films
Start Entity:     Phase IV
Gold Answer:      [['Shocker', 'Strange Behavior', 'The Island of Dr. Moreau', 'The Prisoner of Zenda', 'Manhattan', 'Living Free', 'Kansas City', 'No Blade of Grass', 'Salvador']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   Phase IV --[starred_actors]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       Phase IV --[starred_actors]--> Nigel Davenport --[No Operation]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.001830
Path Entropy(↓):  0.013740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in kabluey also appears in which movies
Start Entity:     Kabluey
Gold Answer:      [['Happy Endings', 'Clockwatchers', 'Hanging Up', 'The Other Woman', 'Marci X', 'The Opposite of Sex', "Romy and Michele's High School Reunion"]]
Predicted Ans:    Kabluey
Predicted Path:   Kabluey --[starred_actors]--> Lisa Kudrow --[(INV) starred_actors]--> Kabluey
Path (Raw):       Kabluey --[starred_actors]--> Lisa Kudrow --[No Operation]--> Lisa Kudrow --[(INV) starred_actors]--> Kabluey
Neg LogProb(↓):   0.391417
Path Entropy(↓):  0.762539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie walking and talking
Start Entity:     Walking and Talking
Gold Answer:      [['2006', '2013', '2010']]
Predicted Ans:    2010
Predicted Path:   Walking and Talking --[directed_by]--> Nicole Holofcener --[(INV) directed_by]--> Please Give --[release_year]--> 2010
Path (Raw):       Walking and Talking --[directed_by]--> Nicole Holofcener --[(INV) directed_by]--> Please Give --[release_year]--> 2010
Neg LogProb(↓):   0.014407
Path Entropy(↓):  0.088324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in daisy miller
Start Entity:     Daisy Miller
Gold Answer:      [['Peter Bogdanovich', 'Mario Van Peebles', 'Ivan Passer', 'Peter Farrelly', 'Elaine May', 'Anthony Page', 'Emile Ardolino', 'Alfred Hitchcock']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Daisy Miller --[starred_actors]--> Cybill Shepherd --[(INV) starred_actors]--> The Last Picture Show --[directed_by]--> Peter Bogdanovich
Path (Raw):       Daisy Miller --[starred_actors]--> Cybill Shepherd --[(INV) starred_actors]--> The Last Picture Show --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.151567
Path Entropy(↓):  0.527104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of witness for the prosecution
Start Entity:     Witness for the Prosecution
Gold Answer:      [['Greta Garbo', 'Bing Crosby', 'Marlene Dietrich', 'Flora Robson', 'Margaret Rutherford', 'Nancy Marchand', 'Stringer Davis', 'Harrison Ford', 'Ginger Rogers', 'Robert Stephens', 'Herbert Lom', 'Otto Preminger', 'Paulette Goddard', 'Franchot Tone', 'Lauren Bacall', 'John Barrymore', 'George Raft', 'James Cagney', 'Edward G. Robinson', 'Juliet Mills', 'Kim Novak', 'Walter Matthau', 'Barry Fitzgerald', 'Audrey Hepburn', 'Albert Finney', 'Carrie Fisher', 'Arlene Francis', 'Joan Fontaine', 'Paula Prentiss', 'Robert Morley', "Pat O'Brien", 'Peter Sellers', 'Anne Baxter', 'John Lund', 'William Holden', 'Barbara Stanwyck', 'Adolphe Menjou', 'Greg Kinnear', 'Don Ameche', 'Claudette Colbert', 'Walter Huston', 'Edward Everett Horton', 'Mary Brian', 'Danny Kaye', 'Charles Boyer', 'Victor Francen', 'Benny Goodman', 'Tommy Dorsey', 'James Stewart', 'Horst Buchholz', 'Virginia Mayo', 'Elke Sommer', 'Olivia de Havilland', 'Errol Flynn', 'Colin Blakely', 'Shirley MacLaine', 'Melvyn Douglas', 'Kirk Douglas', 'Vincent Cassel', 'Humphrey Bogart', 'Jean Arthur', 'Ray Milland', 'John Gielgud', 'Fred MacMurray', 'Gary Cooper', 'Monica Bellucci', 'Romane Bohringer', 'Pamela Tiffin', 'Jack Lemmon', 'Dean Martin', 'Robert Douglas', 'Roland Young', 'Julia Ormond', 'Louis Hayward', 'Viveca Lindfors', 'Alan Hale', 'Francis Lederer', 'Peter Ustinov', 'Robert Strauss', 'Tom Ewell', 'Don Taylor', 'Tony Curtis', 'Marilyn Monroe', 'Ray Walston', 'Jane Wyman']]
Predicted Ans:    Ray Milland
Predicted Path:   Witness for the Prosecution --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Path (Raw):       Witness for the Prosecution --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Neg LogProb(↓):   1.062555
Path Entropy(↓):  2.094766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by malcolm mcdowell release
Start Entity:     Malcolm McDowell
Gold Answer:      [['1983', '1968', '1976', '1978', '1970', '1975', '2000', '1995', '1971', '2003', '2004', '1973', '1979', '1986', '2011', '2007']]
Predicted Ans:    1976
Predicted Path:   Malcolm McDowell --[(INV) starred_actors]--> Aces High --[release_year]--> 1976
Path (Raw):       Malcolm McDowell --[No Operation]--> Malcolm McDowell --[(INV) starred_actors]--> Aces High --[release_year]--> 1976
Neg LogProb(↓):   0.644344
Path Entropy(↓):  0.769329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was harry baweja the director of
Start Entity:     Harry Baweja
Gold Answer:      [['Love Story 2050']]
Predicted Ans:    Love Story 2050
Predicted Path:   Harry Baweja --[(INV) directed_by]--> Love Story 2050 --[directed_by]--> Harry Baweja --[(INV) directed_by]--> Love Story 2050
Path (Raw):       Harry Baweja --[(INV) directed_by]--> Love Story 2050 --[directed_by]--> Harry Baweja --[(INV) directed_by]--> Love Story 2050
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in cheri
Start Entity:     Chéri
Gold Answer:      [['1992', '1993', '1985', '1935', '2007', '1968', '1998', '2009', '1982', '1994', '1932', '1983', '1995', '2001', '1990', '1989', '1996', '2012', '2013', '1988', '1934', '2000', '1997', '1966', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2007
Predicted Path:   Chéri --[starred_actors]--> Rupert Friend --[(INV) starred_actors]--> Outlaw --[release_year]--> 2007
Path (Raw):       Chéri --[starred_actors]--> Rupert Friend --[(INV) starred_actors]--> Outlaw --[release_year]--> 2007
Neg LogProb(↓):   0.473078
Path Entropy(↓):  1.006093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in see you in the morning
Start Entity:     See You in the Morning
Gold Answer:      [['Dutch', 'English', 'French']]
Predicted Ans:    English
Predicted Path:   See You in the Morning --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Path (Raw):       See You in the Morning --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.000157
Path Entropy(↓):  0.001629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by jerome chodorov
Start Entity:     Jerome Chodorov
Gold Answer:      [['Richard Quine', 'Alexander Hall']]
Predicted Ans:    Alexander Hall
Predicted Path:   Jerome Chodorov --[(INV) written_by]--> My Sister Eileen --[directed_by]--> Alexander Hall
Path (Raw):       Jerome Chodorov --[No Operation]--> Jerome Chodorov --[(INV) written_by]--> My Sister Eileen --[directed_by]--> Alexander Hall
Neg LogProb(↓):   1.366085
Path Entropy(↓):  1.386086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by bragi f. schut
Start Entity:     Bragi F. Schut
Gold Answer:      [['Fantasy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Bragi F. Schut --[(INV) written_by]--> Season of the Witch --[has_genre]--> Adventure
Path (Raw):       Bragi F. Schut --[No Operation]--> Bragi F. Schut --[(INV) written_by]--> Season of the Witch --[has_genre]--> Adventure
Neg LogProb(↓):   0.162186
Path Entropy(↓):  0.422219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by cecil kellaway
Start Entity:     Cecil Kellaway
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Cecil Kellaway --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       Cecil Kellaway --[No Operation]--> Cecil Kellaway --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the world's fastest indian
Start Entity:     The World's Fastest Indian
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The World's Fastest Indian --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[has_genre]--> Crime
Path (Raw):       The World's Fastest Indian --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[has_genre]--> Crime
Neg LogProb(↓):   1.452772
Path Entropy(↓):  1.837313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the long voyage home
Start Entity:     The Long Voyage Home
Gold Answer:      [['Dudley Nichols', 'Paddy Chayefsky', 'Lamar Trotti', 'Michael Hoffman', 'Kathryn Bigelow', 'Harry Brown', 'Scott Hale', 'Miles Hood Swarthout', 'Ladislas Fodor', 'Neil H. Swanson', 'Willard Robertson', 'Garland Roark', 'Nunnally Johnson', 'Alan Le May', 'Thelma Strabel', 'James Bassett', 'Maurice Walsh', 'Borden Chase', 'Martha Hyer', 'Eric Knight', "Louis L'Amour", 'Clair Huffaker', 'Ben Hecht', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'James Kevin McGuinness', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Rita M. Fink', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Sheridan Jobbins', 'Wendell Mayes', 'Andrew Geer', 'Tom Reed', 'George Owen', 'Joseph L. Mankiewicz', 'Stephen Gaghan', 'Burt Kennedy', 'Willis Goldbeck', 'Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'William Shakespeare', 'Robin Moore', 'Jo Swerling', 'Ernest Haycox', 'Gore Vidal', 'Andrew J. Fenady', 'Leslie Bohem', 'William Dale Jennings', 'Charles Portis', 'James Oliver Curwood', 'Irving Ravetch', 'Rex Beach', 'William L. White', 'Leigh Brackett', 'Jules Furthman', 'John Brophy', "John O'Hara", 'Charles Schnee', 'Ernest K. Gann', 'Harry Julian Fink', 'Irwin Shaw', 'C.E. Scoggins', 'Dorothy M. Johnson', 'Frank S. Nugent', 'James Warner Bellah', 'Stephan Elliott', 'James Edward Grant', 'Agatha Christie', 'Marguerite Roberts', 'Leo McCarey', 'Harold Bell Wright', 'John Lee Hancock', 'Lawrence Hazard']]
Predicted Ans:    Maurice Walsh
Predicted Path:   The Long Voyage Home --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Maurice Walsh
Path (Raw):       The Long Voyage Home --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Maurice Walsh
Neg LogProb(↓):   1.910183
Path Entropy(↓):  3.327448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for easy money
Start Entity:     Easy Money
Gold Answer:      [['Crime']]
Predicted Ans:    Comedy
Predicted Path:   Easy Money --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Easy Money --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.427342
Path Entropy(↓):  4.590075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by michael brandt were released in which years
Start Entity:     Michael Brandt
Gold Answer:      [['2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Michael Brandt --[(INV) directed_by]--> The Double --[release_year]--> 2013
Path (Raw):       Michael Brandt --[No Operation]--> Michael Brandt --[(INV) directed_by]--> The Double --[release_year]--> 2013
Neg LogProb(↓):   0.645476
Path Entropy(↓):  0.691965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of mary poppins
Start Entity:     Mary Poppins
Gold Answer:      [['Bedknobs and Broomsticks', 'My Forbidden Past', 'Johnny Tremain', 'Old Yeller', 'The Gnome-Mobile', "Darby O'Gill and the Little People", 'In Search of the Castaways', 'The Woman on Pier 13', 'Jane Eyre', 'Back Street', 'The Shaggy D.A.', "Blackbeard's Ghost", 'Walk Softly, Stranger', 'The Las Vegas Story', "King Solomon's Mines", 'That Darn Cat!', 'Son of Flubber']]
Predicted Ans:    King Solomon's Mines
Predicted Path:   Mary Poppins --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines
Path (Raw):       Mary Poppins --[No Operation]--> Mary Poppins --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines
Neg LogProb(↓):   0.820749
Path Entropy(↓):  1.416735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the gorgeous director release
Start Entity:     Gorgeous
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Gorgeous --[directed_by]--> Vincent Kok --[(INV) directed_by]--> Forbidden City Cop --[release_year]--> 1996
Path (Raw):       Gorgeous --[directed_by]--> Vincent Kok --[(INV) directed_by]--> Forbidden City Cop --[release_year]--> 1996
Neg LogProb(↓):   0.095031
Path Entropy(↓):  0.304052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by kara tointon were in which genres
Start Entity:     Kara Tointon
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Kara Tointon --[(INV) starred_actors]--> Last Passenger --[has_genre]--> Thriller
Path (Raw):       Kara Tointon --[No Operation]--> Kara Tointon --[(INV) starred_actors]--> Last Passenger --[has_genre]--> Thriller
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is vamp about
Start Entity:     Vamp
Gold Answer:      [['vampire']]
Predicted Ans:    vampire
Predicted Path:   Vamp --[has_tags]--> vampire --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire
Path (Raw):       Vamp --[has_tags]--> vampire --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire
Neg LogProb(↓):   0.654990
Path Entropy(↓):  0.758638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by whitley strieber fall under
Start Entity:     Whitley Strieber
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Whitley Strieber --[(INV) written_by]--> Wolfen --[has_genre]--> Horror
Path (Raw):       Whitley Strieber --[No Operation]--> Whitley Strieber --[(INV) written_by]--> Wolfen --[has_genre]--> Horror
Neg LogProb(↓):   0.000094
Path Entropy(↓):  0.001031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of children of men
Start Entity:     Children of Men
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Children of Men --[written_by]--> Alfonso Cuarón --[(INV) written_by]--> Y Tu Mamá También --[has_genre]--> Drama
Path (Raw):       Children of Men --[written_by]--> Alfonso Cuarón --[(INV) written_by]--> Y Tu Mamá También --[has_genre]--> Drama
Neg LogProb(↓):   0.001524
Path Entropy(↓):  0.011877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie alexander the great
Start Entity:     Alexander the Great
Gold Answer:      [['Sidney Carroll', 'Robert Rossen', 'Alec Waugh', 'Robert Penn Warren', 'Steven Zaillian', 'Abraham Polonsky', 'Glendon Swarthout']]
Predicted Ans:    Robert Rossen
Predicted Path:   Alexander the Great --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[written_by]--> Robert Rossen
Path (Raw):       Alexander the Great --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[written_by]--> Robert Rossen
Neg LogProb(↓):   0.369882
Path Entropy(↓):  0.906094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in susannah of the mounties
Start Entity:     Susannah of the Mounties
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Susannah of the Mounties --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Susannah of the Mounties --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.913741
Path Entropy(↓):  1.303416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by mikko nousiainen in
Start Entity:     Mikko Nousiainen
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Mikko Nousiainen --[(INV) starred_actors]--> Restless --[in_language]--> Finnish
Path (Raw):       Mikko Nousiainen --[No Operation]--> Mikko Nousiainen --[(INV) starred_actors]--> Restless --[in_language]--> Finnish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote love is eternal while it lasts
Start Entity:     Love Is Eternal While It Lasts
Gold Answer:      [['1983', '1988', '1980', '1992', '1981']]
Predicted Ans:    1992
Predicted Path:   Love Is Eternal While It Lasts --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Path (Raw):       Love Is Eternal While It Lasts --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Neg LogProb(↓):   0.403498
Path Entropy(↓):  1.121071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by massimo de rita starred who
Start Entity:     Massimo De Rita
Gold Answer:      [['Kate Beckinsale', 'Sam Rockwell', 'Robert De Niro', 'Drew Barrymore']]
Predicted Ans:    Robert De Niro
Predicted Path:   Massimo De Rita --[(INV) written_by]--> Everybody's Fine --[starred_actors]--> Robert De Niro
Path (Raw):       Massimo De Rita --[No Operation]--> Massimo De Rita --[(INV) written_by]--> Everybody's Fine --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   1.408831
Path Entropy(↓):  1.821048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was doug block a writer on
Start Entity:     Doug Block
Gold Answer:      [['51 Birch Street']]
Predicted Ans:    51 Birch Street
Predicted Path:   Doug Block --[(INV) written_by]--> 51 Birch Street --[written_by]--> Doug Block --[(INV) written_by]--> 51 Birch Street
Path (Raw):       Doug Block --[(INV) written_by]--> 51 Birch Street --[written_by]--> Doug Block --[(INV) written_by]--> 51 Birch Street
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie don jon
Start Entity:     Don Jon
Gold Answer:      [['julianne moore', 'scarlett johansson']]
Predicted Ans:    luc besson
Predicted Path:   Don Jon --[has_tags]--> scarlett johansson --[(INV) has_tags]--> Lucy --[has_tags]--> luc besson
Path (Raw):       Don Jon --[has_tags]--> scarlett johansson --[(INV) has_tags]--> Lucy --[has_tags]--> luc besson
Neg LogProb(↓):   0.158292
Path Entropy(↓):  0.523966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by susanna kaysen were in which genres
Start Entity:     Susanna Kaysen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Susanna Kaysen --[(INV) written_by]--> Girl, Interrupted --[has_genre]--> Drama
Path (Raw):       Susanna Kaysen --[No Operation]--> Susanna Kaysen --[(INV) written_by]--> Girl, Interrupted --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the oscar
Start Entity:     The Oscar
Gold Answer:      [['Edward Dmytryk', 'John Cromwell', 'Henry Levin', 'Richard Fleischer', 'Richard Quine', 'Jean Negulesco', 'Richard Thorpe', 'Blake Edwards', 'Roy Del Ruth', 'Raoul Walsh', 'Otto Preminger', 'George Marshall', 'Mark Robson', 'Byron Haskin', 'Anthony Mann', 'George Sidney', 'Frank Capra', 'Stanley Kramer', 'Curtis Bernhardt', 'Mario Bava', 'Charles Walters', 'Vincente Minnelli', 'Peter Godfrey', 'William Wyler', 'H. Bruce Humberstone']]
Predicted Ans:    George Sidney
Predicted Path:   The Oscar --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Scaramouche --[directed_by]--> George Sidney
Path (Raw):       The Oscar --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Scaramouche --[directed_by]--> George Sidney
Neg LogProb(↓):   0.263806
Path Entropy(↓):  0.751112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the last hard men released
Start Entity:     The Last Hard Men
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   The Last Hard Men --[release_year]--> 1976 --[(INV) release_year]--> Welcome to L.A. --[release_year]--> 1976
Path (Raw):       The Last Hard Men --[release_year]--> 1976 --[(INV) release_year]--> Welcome to L.A. --[release_year]--> 1976
Neg LogProb(↓):   2.287398
Path Entropy(↓):  3.725887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the deluge writers
Start Entity:     The Deluge
Gold Answer:      [['Drama']]
Predicted Ans:    History
Predicted Path:   The Deluge --[written_by]--> Henryk Sienkiewicz --[(INV) written_by]--> The Deluge --[has_genre]--> History
Path (Raw):       The Deluge --[written_by]--> Henryk Sienkiewicz --[(INV) written_by]--> The Deluge --[has_genre]--> History
Neg LogProb(↓):   0.005095
Path Entropy(↓):  0.032310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe the movie quick change in a few words
Start Entity:     Quick Change
Gold Answer:      [['bill murray', 'new york city', 'manhattan']]
Predicted Ans:    manhattan
Predicted Path:   Quick Change --[has_tags]--> manhattan --[(INV) has_tags]--> Quick Change --[has_tags]--> manhattan
Path (Raw):       Quick Change --[has_tags]--> manhattan --[(INV) has_tags]--> Quick Change --[has_tags]--> manhattan
Neg LogProb(↓):   0.003396
Path Entropy(↓):  0.026181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie wah - wah
Start Entity:     Wah-Wah
Gold Answer:      [['Steve Martin', 'Isaac Marion', 'Darren Lemke', 'Dan Studney', 'Susan Isaacs', 'Sean Stanek', 'Mick Rossi', 'Luc Besson', 'George Eliot', 'Paul Thomas Anderson', 'Jane Austen', 'Brenda Chapman', 'Mark Andrews', 'Kevin Hood', 'Irene Mecchi', 'Sarah Williams', 'Steve Purcell', 'Alan Rudolph', 'Philip Goodhew', 'Nigel Balchin', 'Mark Victor', 'Chris Weitz', 'Lars von Trier', 'Frank McCourt', 'Julian Barnes', 'Alan Parker', 'Paul Weitz', 'Larry Parr', 'Jake Paltrow', 'Jonathan Levine', 'Christopher McQuarrie', 'Juliette Towhidi', 'Vladimir Nabokov', 'Michael Morpurgo', 'Roger Lewis', 'Adrian Hodges', 'Wendy Kesselman', 'Tim Firth', 'Lord Byron', 'Percy Bysshe Shelley', 'Heywood Gould', 'Willy Russell', 'Michael Grais', 'Nick Hornby', 'Julian Fellowes']]
Predicted Ans:    Nick Hornby
Predicted Path:   Wah-Wah --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> About a Boy --[written_by]--> Nick Hornby
Path (Raw):       Wah-Wah --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> About a Boy --[written_by]--> Nick Hornby
Neg LogProb(↓):   0.856890
Path Entropy(↓):  1.780739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of desperate also starred in which movies
Start Entity:     Desperate
Gold Answer:      [['Count Three and Pray', 'Pitfall', 'The Giant Spider Invasion', 'Godzilla, King of the Monsters!', 'Borderline', 'Delirious', 'Gorilla at Large', 'Crime of Passion', 'A Cry in the Night']]
Predicted Ans:    Pitfall
Predicted Path:   Desperate --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Pitfall
Path (Raw):       Desperate --[starred_actors]--> Raymond Burr --[No Operation]--> Raymond Burr --[(INV) starred_actors]--> Pitfall
Neg LogProb(↓):   0.049231
Path Entropy(↓):  0.268592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of poor boy's game
Start Entity:     Poor Boy's Game
Gold Answer:      [['Just Buried', 'Lie with Me', 'Rude']]
Predicted Ans:    Lie with Me
Predicted Path:   Poor Boy's Game --[written_by]--> Clement Virgo --[(INV) written_by]--> Lie with Me
Path (Raw):       Poor Boy's Game --[No Operation]--> Poor Boy's Game --[written_by]--> Clement Virgo --[(INV) written_by]--> Lie with Me
Neg LogProb(↓):   0.117366
Path Entropy(↓):  0.382358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for his girl friday
Start Entity:     His Girl Friday
Gold Answer:      [['Charles MacArthur', 'Ben Hecht', 'Charles Lederer']]
Predicted Ans:    Ben Hecht
Predicted Path:   His Girl Friday --[written_by]--> Ben Hecht --[(INV) written_by]--> Angels Over Broadway --[written_by]--> Ben Hecht
Path (Raw):       His Girl Friday --[written_by]--> Ben Hecht --[(INV) written_by]--> Angels Over Broadway --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.496663
Path Entropy(↓):  1.144767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with pia zadora
Start Entity:     Pia Zadora
Gold Answer:      [['Orson Welles', 'Stacy Keach']]
Predicted Ans:    Orson Welles
Predicted Path:   Pia Zadora --[(INV) starred_actors]--> Butterfly --[starred_actors]--> Orson Welles
Path (Raw):       Pia Zadora --[No Operation]--> Pia Zadora --[(INV) starred_actors]--> Butterfly --[starred_actors]--> Orson Welles
Neg LogProb(↓):   0.001204
Path Entropy(↓):  0.009815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did gwendolyn laster act in
Start Entity:     Gwendolyn Laster
Gold Answer:      [['The Well']]
Predicted Ans:    The Well
Predicted Path:   Gwendolyn Laster --[(INV) starred_actors]--> The Well --[starred_actors]--> Richard Rober --[(INV) starred_actors]--> The Well
Path (Raw):       Gwendolyn Laster --[(INV) starred_actors]--> The Well --[starred_actors]--> Richard Rober --[(INV) starred_actors]--> The Well
Neg LogProb(↓):   0.000514
Path Entropy(↓):  0.004839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in pawn shop chronicles
Start Entity:     Pawn Shop Chronicles
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Pawn Shop Chronicles --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Path (Raw):       Pawn Shop Chronicles --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   0.289622
Path Entropy(↓):  0.605860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by genevieve robert
Start Entity:     Geneviève Robert
Gold Answer:      [['Jerry Levine', 'Lea Thompson', 'Victoria Jackson']]
Predicted Ans:    Lea Thompson
Predicted Path:   Geneviève Robert --[(INV) directed_by]--> Casual Sex? --[starred_actors]--> Lea Thompson
Path (Raw):       Geneviève Robert --[No Operation]--> Geneviève Robert --[(INV) directed_by]--> Casual Sex? --[starred_actors]--> Lea Thompson
Neg LogProb(↓):   0.000436
Path Entropy(↓):  0.003819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did bob greene write the story for
Start Entity:     Bob Greene
Gold Answer:      [['Funny About Love']]
Predicted Ans:    Funny About Love
Predicted Path:   Bob Greene --[(INV) written_by]--> Funny About Love --[written_by]--> Bob Greene --[(INV) written_by]--> Funny About Love
Path (Raw):       Bob Greene --[(INV) written_by]--> Funny About Love --[written_by]--> Bob Greene --[(INV) written_by]--> Funny About Love
Neg LogProb(↓):   0.004129
Path Entropy(↓):  0.026863
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with starcrash
Start Entity:     Starcrash
Gold Answer:      [['Contamination', 'Sinbad of the Seven Seas']]
Predicted Ans:    Sinbad of the Seven Seas
Predicted Path:   Starcrash --[written_by]--> Luigi Cozzi --[(INV) written_by]--> Sinbad of the Seven Seas
Path (Raw):       Starcrash --[written_by]--> Luigi Cozzi --[(INV) written_by]--> Sinbad of the Seven Seas --[No Operation]--> Sinbad of the Seven Seas
Neg LogProb(↓):   0.193290
Path Entropy(↓):  0.598313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by ted ross
Start Entity:     Ted Ross
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Ted Ross --[(INV) starred_actors]--> The Wiz --[release_year]--> 1978
Path (Raw):       Ted Ross --[No Operation]--> Ted Ross --[(INV) starred_actors]--> The Wiz --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of top hat
Start Entity:     Top Hat
Gold Answer:      [['Jean Negulesco', 'Curtis Bernhardt', 'George Stevens', 'Simon Wincer', 'John Irvin', 'Mark Sandrich']]
Predicted Ans:    Simon Wincer
Predicted Path:   Top Hat --[written_by]--> Allan Scott --[(INV) written_by]--> D.A.R.Y.L. --[directed_by]--> Simon Wincer
Path (Raw):       Top Hat --[written_by]--> Allan Scott --[(INV) written_by]--> D.A.R.Y.L. --[directed_by]--> Simon Wincer
Neg LogProb(↓):   0.900595
Path Entropy(↓):  1.155849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in rogue cop
Start Entity:     Rogue Cop
Gold Answer:      [['Robert Taylor', 'Janet Leigh', 'George Raft']]
Predicted Ans:    Robert Taylor
Predicted Path:   Rogue Cop --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Broadway Melody of 1936 --[starred_actors]--> Robert Taylor
Path (Raw):       Rogue Cop --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Broadway Melody of 1936 --[starred_actors]--> Robert Taylor
Neg LogProb(↓):   0.029132
Path Entropy(↓):  0.139359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the saddest music in the world
Start Entity:     The Saddest Music in the World
Gold Answer:      [['Abel Ferrara', 'Peter Yates', 'Guy Maddin', 'Joel Schumacher', 'David Lynch', 'Julie Gavras', 'Peter Weir', 'Paul Fierlinger', 'Sandra Fierlinger', 'Orson Welles', 'Ronny Yu', 'Simon Wincer', 'Robert Zemeckis', 'Denis Villeneuve']]
Predicted Ans:    Darcy Fehr
Predicted Path:   The Saddest Music in the World --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[starred_actors]--> Darcy Fehr
Path (Raw):       The Saddest Music in the World --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[starred_actors]--> Darcy Fehr
Neg LogProb(↓):   0.022400
Path Entropy(↓):  0.113316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the film michael
Start Entity:     Michael
Gold Answer:      [['Nora Ephron']]
Predicted Ans:    Nora Ephron
Predicted Path:   Michael --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[written_by]--> Nora Ephron
Path (Raw):       Michael --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[written_by]--> Nora Ephron
Neg LogProb(↓):   0.032290
Path Entropy(↓):  0.153334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in captain january
Start Entity:     Captain January
Gold Answer:      [['1980', '1944', '1936', '1935', '1941', '1968', '1939', '1947', '2014', '1956', '1940', '1938', '1918', '1961', '1934', '1964', '1949', '1945', '1937']]
Predicted Ans:    1938
Predicted Path:   Captain January --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[release_year]--> 1938
Path (Raw):       Captain January --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[release_year]--> 1938
Neg LogProb(↓):   1.015995
Path Entropy(↓):  2.105319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with death on the nile fall under
Start Entity:     Death on the Nile
Gold Answer:      [['Fantasy', 'Mystery', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Death on the Nile --[starred_actors]--> Peter Ustinov --[(INV) starred_actors]--> We're No Angels --[has_genre]--> Comedy
Path (Raw):       Death on the Nile --[starred_actors]--> Peter Ustinov --[(INV) starred_actors]--> We're No Angels --[has_genre]--> Comedy
Neg LogProb(↓):   0.696292
Path Entropy(↓):  0.715448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by cab calloway
Start Entity:     Cab Calloway
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[release_year]--> 1980
Path (Raw):       Cab Calloway --[No Operation]--> Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[release_year]--> 1980
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by scott brady
Start Entity:     Scott Brady
Gold Answer:      [['Philip Yordan', 'Roy Chanslor', 'James Bridges', 'Mike Gray']]
Predicted Ans:    Philip Yordan
Predicted Path:   Scott Brady --[(INV) starred_actors]--> Johnny Guitar --[written_by]--> Philip Yordan
Path (Raw):       Scott Brady --[No Operation]--> Scott Brady --[(INV) starred_actors]--> Johnny Guitar --[written_by]--> Philip Yordan
Neg LogProb(↓):   0.013270
Path Entropy(↓):  0.078388
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the notebook
Start Entity:     The Notebook
Gold Answer:      [['Sofia Vassilieva', 'Bruce Willis', 'Emile Hirsch', 'Cameron Diaz', 'Denzel Washington', 'Marisa Tomei', 'Gena Rowlands', 'John Travolta', 'Sean Penn', 'Lisa Kudrow', 'Gérard Depardieu', 'James Gandolfini', 'Charlie Tahan', 'Scott Cohen', 'Abigail Breslin', 'Don Johnson', 'Natalie Portman', 'Leslie Mann', 'Robin Wright']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   The Notebook --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[starred_actors]--> Gérard Depardieu
Path (Raw):       The Notebook --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.590739
Path Entropy(↓):  1.049525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the hairdresser's husband
Start Entity:     The Hairdresser's Husband
Gold Answer:      [['Sandrine Bonnaire', 'Michel Blanc', 'Alan Rickman', 'Juliette Binoche', 'Richard Madden', 'Daniel Auteuil', 'Rebecca Hall', 'Emir Kusturica']]
Predicted Ans:    Michel Blanc
Predicted Path:   The Hairdresser's Husband --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[starred_actors]--> Michel Blanc
Path (Raw):       The Hairdresser's Husband --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[starred_actors]--> Michel Blanc
Neg LogProb(↓):   1.047155
Path Entropy(↓):  1.758535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jon lovitz
Start Entity:     Jon Lovitz
Gold Answer:      [['George Gallo']]
Predicted Ans:    George Gallo
Predicted Path:   Jon Lovitz --[(INV) starred_actors]--> Trapped in Paradise --[written_by]--> George Gallo
Path (Raw):       Jon Lovitz --[No Operation]--> Jon Lovitz --[(INV) starred_actors]--> Trapped in Paradise --[written_by]--> George Gallo
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote erin brockovich
Start Entity:     Erin Brockovich
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Erin Brockovich --[written_by]--> Susannah Grant --[(INV) written_by]--> The Soloist --[has_genre]--> Drama
Path (Raw):       Erin Brockovich --[written_by]--> Susannah Grant --[(INV) written_by]--> The Soloist --[has_genre]--> Drama
Neg LogProb(↓):   0.070271
Path Entropy(↓):  0.337258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of cannibal ferox also directed which movies
Start Entity:     Cannibal Ferox
Gold Answer:      [['Nightmare City', 'Eaten Alive!', 'Spasmo']]
Predicted Ans:    Eaten Alive!
Predicted Path:   Cannibal Ferox --[directed_by]--> Umberto Lenzi --[(INV) directed_by]--> Eaten Alive!
Path (Raw):       Cannibal Ferox --[directed_by]--> Umberto Lenzi --[(INV) directed_by]--> Eaten Alive! --[No Operation]--> Eaten Alive!
Neg LogProb(↓):   0.186443
Path Entropy(↓):  0.562556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by seize the day actors release
Start Entity:     Seize the Day
Gold Answer:      [['1980', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2004', '1982', '2014', '1994', '1983', '1995', '1990', '1989', '1996', '2002', '2013', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1992
Predicted Path:   Seize the Day --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Toys --[release_year]--> 1992
Path (Raw):       Seize the Day --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Toys --[release_year]--> 1992
Neg LogProb(↓):   1.844889
Path Entropy(↓):  2.634893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the trotsky released
Start Entity:     The Trotsky
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   The Trotsky --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       The Trotsky --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.571497
Path Entropy(↓):  4.698874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with come and get it in
Start Entity:     Come and Get It
Gold Answer:      [['English', 'French', 'Swahili', 'German']]
Predicted Ans:    German
Predicted Path:   Come and Get It --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[in_language]--> German
Path (Raw):       Come and Get It --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[in_language]--> German
Neg LogProb(↓):   0.561488
Path Entropy(↓):  0.696059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by sixteen candles writers release
Start Entity:     Sixteen Candles
Gold Answer:      [['1983', '1988', '1997', '2008', '1990', '1992', '1989', '1993', '1991', '1996', '1985', '1994', '1947', '2002', '1987', '1986']]
Predicted Ans:    1985
Predicted Path:   Sixteen Candles --[written_by]--> John Hughes --[(INV) written_by]--> The Breakfast Club --[release_year]--> 1985
Path (Raw):       Sixteen Candles --[written_by]--> John Hughes --[(INV) written_by]--> The Breakfast Club --[release_year]--> 1985
Neg LogProb(↓):   2.077862
Path Entropy(↓):  2.652057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote amigo
Start Entity:     Amigo
Gold Answer:      [['1980', '1970', '1992', '1979', '1984', '2007', '2004', '1982', '1994', '1983', '1989', '1996', '2002', '1981', '2013', '1988', '1997', '1991', '1999', '1987']]
Predicted Ans:    1987
Predicted Path:   Amigo --[written_by]--> John Sayles --[(INV) written_by]--> Matewan --[release_year]--> 1987
Path (Raw):       Amigo --[written_by]--> John Sayles --[(INV) written_by]--> Matewan --[release_year]--> 1987
Neg LogProb(↓):   0.837467
Path Entropy(↓):  1.859973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor christian slater is a co - star of who
Start Entity:     Christian Slater
Gold Answer:      [['Tara Reid', 'Cameron Diaz', 'Selma Blair', 'Emilio Estevez', 'James Stewart', 'Meg Ryan', 'Lou Diamond Phillips', 'Tim Allen', 'Dennis Hopper', 'Marisa Tomei', 'Wes Bentley', 'Emmanuelle Vaugier', 'Robert Loggia', 'John Travolta', 'Richard Grieco', 'Sean Bean', 'Patricia Arquette', 'Ving Rhames', 'Dominic Monaghan', 'Courteney Cox', 'Costas Mandylor', 'William H. Macy', 'Joe Pesci', 'Michael Sheen', 'Kurt Russell', 'Jon Favreau', 'Winona Ryder', 'Martin Sheen', 'Jamison Jones', 'Mary Stuart Masterson', 'Kiefer Sutherland', 'David Morrissey', 'Minnie Driver', 'Gary Oldman', 'Val Kilmer', 'Kevin Costner', 'Jeff Chandler', 'Ray Liotta', 'Sharon Stone', 'Jeff Bridges', 'Randy Quaid', 'Sean Connery', 'Joan Allen', 'Milla Jovovich', 'Richard Dreyfuss', 'Morgan Freeman', 'Kevin Bacon', 'Colm Feore', 'Leland Orser', 'Dane Cook', 'Jeff Fahey']]
Predicted Ans:    Robert Loggia
Predicted Path:   Christian Slater --[(INV) starred_actors]--> The Deal --[starred_actors]--> Robert Loggia
Path (Raw):       Christian Slater --[No Operation]--> Christian Slater --[(INV) starred_actors]--> The Deal --[starred_actors]--> Robert Loggia
Neg LogProb(↓):   1.101107
Path Entropy(↓):  2.057147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in red corner
Start Entity:     Red Corner
Gold Answer:      [['Richard Gere', 'Bradley Whitford', 'Bai Ling']]
Predicted Ans:    Richard Gere
Predicted Path:   Red Corner --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Path (Raw):       Red Corner --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Neg LogProb(↓):   0.012899
Path Entropy(↓):  0.083743
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by canadian
Start Entity:     canadian
Gold Answer:      [['Heartbeats', 'Fido', 'Eve and the Fire Horse', 'The Trotsky', 'New Waterford Girl']]
Predicted Ans:    Eve and the Fire Horse
Predicted Path:   canadian --[(INV) has_tags]--> Eve and the Fire Horse --[written_by]--> Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse
Path (Raw):       canadian --[(INV) has_tags]--> Eve and the Fire Horse --[written_by]--> Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse
Neg LogProb(↓):   0.066813
Path Entropy(↓):  0.297914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie the girl who kicked the hornets'nest were in which languages
Start Entity:     The Girl Who Kicked the Hornets' Nest
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Path (Raw):       The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Neg LogProb(↓):   0.694208
Path Entropy(↓):  0.700903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with bob denver
Start Entity:     Bob Denver
Gold Answer:      [['Anthony Franciosa', 'Jacqueline Bisset', 'Michael Sarrazin']]
Predicted Ans:    Jacqueline Bisset
Predicted Path:   Bob Denver --[(INV) starred_actors]--> The Sweet Ride --[starred_actors]--> Jacqueline Bisset
Path (Raw):       Bob Denver --[No Operation]--> Bob Denver --[(INV) starred_actors]--> The Sweet Ride --[starred_actors]--> Jacqueline Bisset
Neg LogProb(↓):   0.056461
Path Entropy(↓):  0.213286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of moscow on the hudson
Start Entity:     Moscow on the Hudson
Gold Answer:      [['Good Morning, Vietnam', 'The Birdcage', 'Flubber', 'Good Will Hunting', 'RV', 'The Face of Love', 'Dead Poets Society', 'Bicentennial Man', 'The Big White', 'Patch Adams', "Fathers' Day", 'House of D', 'One Hour Photo', "World's Greatest Dad", 'The World According to Garp', 'Popeye', 'Cadillac Man', 'Hook', 'Off Beat', 'The Angriest Man in Brooklyn', 'Aladdin', 'License to Wed', 'The Final Cut', 'Being Human', 'Club Paradise', 'Jack', 'The Survivors', 'Seize the Day', 'Man of the Year', 'Old Dogs', 'Jakob the Liar', 'Awakenings', 'Toys', 'Jumanji', 'What Dreams May Come', 'Mrs. Doubtfire', 'Death to Smoochy', 'The Best of Times']]
Predicted Ans:    Good Morning, Vietnam
Predicted Path:   Moscow on the Hudson --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Path (Raw):       Moscow on the Hudson --[starred_actors]--> Robin Williams --[No Operation]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Neg LogProb(↓):   1.576030
Path Entropy(↓):  2.909796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Orlando jones appears in which movies
Start Entity:     Orlando Jones
Gold Answer:      [['Evolution', 'Double Take', 'Primeval', 'Biker Boyz', 'Drumline', 'Enemies Closer']]
Predicted Ans:    Double Take
Predicted Path:   Orlando Jones --[(INV) starred_actors]--> Double Take --[starred_actors]--> Orlando Jones --[(INV) starred_actors]--> Double Take
Path (Raw):       Orlando Jones --[(INV) starred_actors]--> Double Take --[starred_actors]--> Orlando Jones --[(INV) starred_actors]--> Double Take
Neg LogProb(↓):   0.094490
Path Entropy(↓):  0.437055
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of these three
Start Entity:     These Three
Gold Answer:      [['1970', '1946', '2003', '1959', '1936', '1935', '1941', '1968', '1939', '1933', '2009', '1951', '1953', '1956', '1976', '1942', '1938', '1940', '2012', '1961', '1955', '2011', '2013', '1949', '1966', '1929', '1965', '1952', '1958']]
Predicted Ans:    1961
Predicted Path:   These Three --[directed_by]--> William Wyler --[(INV) directed_by]--> The Children's Hour --[release_year]--> 1961
Path (Raw):       These Three --[directed_by]--> William Wyler --[(INV) directed_by]--> The Children's Hour --[release_year]--> 1961
Neg LogProb(↓):   1.943740
Path Entropy(↓):  2.713585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film buying the cow
Start Entity:     Buying the Cow
Gold Answer:      [['1998', '2009', '2008', '2003', '2005', '1993', '2010', '1996', '2006', '2014', '2012', '2011', '2013', '2007']]
Predicted Ans:    2003
Predicted Path:   Buying the Cow --[starred_actors]--> Jerry O'Connell --[(INV) starred_actors]--> Kangaroo Jack --[release_year]--> 2003
Path (Raw):       Buying the Cow --[starred_actors]--> Jerry O'Connell --[(INV) starred_actors]--> Kangaroo Jack --[release_year]--> 2003
Neg LogProb(↓):   0.411037
Path Entropy(↓):  1.028098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was dean riesner the writer of
Start Entity:     Dean Riesner
Gold Answer:      [['Fatal Beauty']]
Predicted Ans:    Fatal Beauty
Predicted Path:   Dean Riesner --[(INV) written_by]--> Fatal Beauty --[written_by]--> Hilary Henkin --[(INV) written_by]--> Fatal Beauty
Path (Raw):       Dean Riesner --[(INV) written_by]--> Fatal Beauty --[written_by]--> Hilary Henkin --[(INV) written_by]--> Fatal Beauty
Neg LogProb(↓):   0.418043
Path Entropy(↓):  0.669311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of neverwas
Start Entity:     Neverwas
Gold Answer:      [['Joshua Michael Stern']]
Predicted Ans:    Joshua Michael Stern
Predicted Path:   Neverwas --[directed_by]--> Joshua Michael Stern --[(INV) directed_by]--> Jobs --[directed_by]--> Joshua Michael Stern
Path (Raw):       Neverwas --[directed_by]--> Joshua Michael Stern --[(INV) directed_by]--> Jobs --[directed_by]--> Joshua Michael Stern
Neg LogProb(↓):   0.152469
Path Entropy(↓):  0.412320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by anna karina released
Start Entity:     Anna Karina
Gold Answer:      [['1961', '1968', '1965', '1976']]
Predicted Ans:    1976
Predicted Path:   Anna Karina --[(INV) starred_actors]--> Chinese Roulette --[release_year]--> 1976
Path (Raw):       Anna Karina --[No Operation]--> Anna Karina --[(INV) starred_actors]--> Chinese Roulette --[release_year]--> 1976
Neg LogProb(↓):   0.158565
Path Entropy(↓):  0.570849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter scot mcfadyen wrote films together with who
Start Entity:     Scot McFadyen
Gold Answer:      [['Sam Dunn']]
Predicted Ans:    Sam Dunn
Predicted Path:   Scot McFadyen --[(INV) written_by]--> Global Metal --[written_by]--> Sam Dunn
Path (Raw):       Scot McFadyen --[No Operation]--> Scot McFadyen --[(INV) written_by]--> Global Metal --[written_by]--> Sam Dunn
Neg LogProb(↓):   0.063853
Path Entropy(↓):  0.232097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by max brand were in which genres
Start Entity:     Max Brand
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Max Brand --[(INV) written_by]--> Branded --[has_genre]--> Western
Path (Raw):       Max Brand --[No Operation]--> Max Brand --[(INV) written_by]--> Branded --[has_genre]--> Western
Neg LogProb(↓):   0.000366
Path Entropy(↓):  0.003269
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a doll's house were in which genres
Start Entity:     A Doll's House
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   A Doll's House --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Stranger on the Prowl --[has_genre]--> Drama
Path (Raw):       A Doll's House --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Stranger on the Prowl --[has_genre]--> Drama
Neg LogProb(↓):   0.729978
Path Entropy(↓):  0.981809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie revolution were released in which years
Start Entity:     Revolution
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1974', '1984', '1977', '2007', '1998', '2010', '2004', '1982', '1973', '1994', '1932', '1956', '1983', '1976', '1995', '1948', '1972', '1971', '2001', '1989', '1942', '1996', '2002', '1981', '2012', '2011', '2013', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1969']]
Predicted Ans:    1989
Predicted Path:   Revolution --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[release_year]--> 1989
Path (Raw):       Revolution --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[release_year]--> 1989
Neg LogProb(↓):   1.578400
Path Entropy(↓):  2.408003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by alice david
Start Entity:     Alice David
Gold Answer:      [['Philippe Lacheau']]
Predicted Ans:    Philippe Lacheau
Predicted Path:   Alice David --[(INV) starred_actors]--> Babysitting --[written_by]--> Philippe Lacheau
Path (Raw):       Alice David --[No Operation]--> Alice David --[(INV) starred_actors]--> Babysitting --[written_by]--> Philippe Lacheau
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about monsters
Start Entity:     monsters
Gold Answer:      [['Hotel Transylvania', 'Pacific Rim', 'Monsters vs. Aliens', 'Gremlins', 'Van Helsing', 'The Monster Squad', 'Equinox', 'Monsters, Inc.', 'Monsters University', 'Doom']]
Predicted Ans:    Equinox
Predicted Path:   monsters --[(INV) has_tags]--> Equinox --[has_tags]--> ancient book --[(INV) has_tags]--> Equinox
Path (Raw):       monsters --[(INV) has_tags]--> Equinox --[has_tags]--> ancient book --[(INV) has_tags]--> Equinox
Neg LogProb(↓):   0.003465
Path Entropy(↓):  0.027377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film hart's war were in which genres
Start Entity:     Hart's War
Gold Answer:      [['Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Hart's War --[directed_by]--> Gregory Hoblit --[(INV) directed_by]--> Hart's War --[has_genre]--> War
Path (Raw):       Hart's War --[directed_by]--> Gregory Hoblit --[(INV) directed_by]--> Hart's War --[has_genre]--> War
Neg LogProb(↓):   0.400025
Path Entropy(↓):  1.064105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in six weeks
Start Entity:     Six Weeks
Gold Answer:      [['David O. Russell', 'Blake Edwards', 'William A. Graham', 'Masanori Hata', 'Jason Winer', 'Steve Gordon', 'Robert Redford', 'Arthur Hiller', 'Mark Herman', 'Allan Burns', 'Harold Ramis', 'Tony Bill', 'Marshall Brickman', 'Stanley Donen', 'Howard Zieff', 'Preston Sturges']]
Predicted Ans:    Mark Herman
Predicted Path:   Six Weeks --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> Blame It on the Bellboy --[directed_by]--> Mark Herman
Path (Raw):       Six Weeks --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> Blame It on the Bellboy --[directed_by]--> Mark Herman
Neg LogProb(↓):   0.882729
Path Entropy(↓):  1.411077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor rupert graves starred together with who
Start Entity:     Rupert Graves
Gold Answer:      [['Samantha Morton', 'Nicholas Woodeson', 'James Wilby', 'Steven Mackintosh', 'Denholm Elliott', 'Laura Sadler', 'Julie Walters', 'Rufus Sewell', 'Hugh Grant', 'Devon Sawa', 'Helena Bonham Carter', 'Helen Mirren']]
Predicted Ans:    Julie Walters
Predicted Path:   Rupert Graves --[(INV) starred_actors]--> Intimate Relations --[starred_actors]--> Julie Walters
Path (Raw):       Rupert Graves --[No Operation]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations --[starred_actors]--> Julie Walters
Neg LogProb(↓):   0.032374
Path Entropy(↓):  0.168760
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the adventurers director
Start Entity:     The Adventurers
Gold Answer:      [['Richard Maibaum', 'Roald Dahl', 'James Herbert', 'Bill Naughton', 'Janet Green', 'Christopher Wood', 'Charles Shyer', 'Lewis Gilbert', 'Willy Russell']]
Predicted Ans:    Willy Russell
Predicted Path:   The Adventurers --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita --[written_by]--> Willy Russell
Path (Raw):       The Adventurers --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita --[written_by]--> Willy Russell
Neg LogProb(↓):   0.152377
Path Entropy(↓):  0.678029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is and then there were none
Start Entity:     And Then There Were None
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   And Then There Were None --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       And Then There Were None --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.394564
Path Entropy(↓):  1.003357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in antonio das mortes
Start Entity:     Antonio das Mortes
Gold Answer:      [['Maurício do Valle']]
Predicted Ans:    Maurício do Valle
Predicted Path:   Antonio das Mortes --[starred_actors]--> Maurício do Valle --[(INV) starred_actors]--> Antonio das Mortes --[starred_actors]--> Maurício do Valle
Path (Raw):       Antonio das Mortes --[starred_actors]--> Maurício do Valle --[(INV) starred_actors]--> Antonio das Mortes --[starred_actors]--> Maurício do Valle
Neg LogProb(↓):   0.001187
Path Entropy(↓):  0.009179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for hart's war
Start Entity:     Hart's War
Gold Answer:      [['John Katzenbach']]
Predicted Ans:    John Katzenbach
Predicted Path:   Hart's War --[written_by]--> John Katzenbach --[(INV) written_by]--> Just Cause --[written_by]--> John Katzenbach
Path (Raw):       Hart's War --[written_by]--> John Katzenbach --[(INV) written_by]--> Just Cause --[written_by]--> John Katzenbach
Neg LogProb(↓):   0.023442
Path Entropy(↓):  0.121488
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in hot rod
Start Entity:     Hot Rod
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Hot Rod --[starred_actors]--> Bill Hader --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Path (Raw):       Hot Rod --[starred_actors]--> Bill Hader --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Neg LogProb(↓):   0.099863
Path Entropy(↓):  0.477231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor remy girard co - starred with who
Start Entity:     Rémy Girard
Gold Answer:      [['Caroline Dhavernas', 'Michel Côté']]
Predicted Ans:    Caroline Dhavernas
Predicted Path:   Rémy Girard --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Caroline Dhavernas
Path (Raw):       Rémy Girard --[No Operation]--> Rémy Girard --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Caroline Dhavernas
Neg LogProb(↓):   0.006084
Path Entropy(↓):  0.039305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of franco marotta written movies
Start Entity:     Franco Marotta
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Franco Marotta --[(INV) written_by]--> The Inglorious Bastards --[release_year]--> 1978
Path (Raw):       Franco Marotta --[No Operation]--> Franco Marotta --[(INV) written_by]--> The Inglorious Bastards --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in unknown
Start Entity:     Unknown
Gold Answer:      [['Joe Pantoliano', 'Bridget Moynahan', 'Jim Caviezel', 'Greg Kinnear']]
Predicted Ans:    Joe Pantoliano
Predicted Path:   Unknown --[starred_actors]--> Joe Pantoliano --[(INV) starred_actors]--> The Immortals --[starred_actors]--> Joe Pantoliano
Path (Raw):       Unknown --[starred_actors]--> Joe Pantoliano --[(INV) starred_actors]--> The Immortals --[starred_actors]--> Joe Pantoliano
Neg LogProb(↓):   0.845309
Path Entropy(↓):  1.051216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by anna chlumsky
Start Entity:     Anna Chlumsky
Gold Answer:      [['1994', '1991']]
Predicted Ans:    1991
Predicted Path:   Anna Chlumsky --[(INV) starred_actors]--> My Girl --[release_year]--> 1991
Path (Raw):       Anna Chlumsky --[No Operation]--> Anna Chlumsky --[(INV) starred_actors]--> My Girl --[release_year]--> 1991
Neg LogProb(↓):   0.381098
Path Entropy(↓):  0.624502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the silver bears director
Start Entity:     Silver Bears
Gold Answer:      [['Ivan Passer', 'Jeremy Leven', 'Jeffrey Alan Fiskin', 'Newton Thornburg']]
Predicted Ans:    Ivan Passer
Predicted Path:   Silver Bears --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Intimate Lighting --[written_by]--> Ivan Passer
Path (Raw):       Silver Bears --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Intimate Lighting --[written_by]--> Ivan Passer
Neg LogProb(↓):   0.923219
Path Entropy(↓):  1.257500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of narrow margin
Start Entity:     Narrow Margin
Gold Answer:      [['1983', '2009', '1984', '1981', '1974', '1956']]
Predicted Ans:    1983
Predicted Path:   Narrow Margin --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[release_year]--> 1983
Path (Raw):       Narrow Margin --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[release_year]--> 1983
Neg LogProb(↓):   0.281876
Path Entropy(↓):  0.817035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of hart's war
Start Entity:     Hart's War
Gold Answer:      [['Sean Connery', 'Mariel Hemingway', 'Richard Masur', 'Kurt Russell', 'Laurence Fishburne', 'Richard Jordan']]
Predicted Ans:    Bruce Willis
Predicted Path:   Hart's War --[written_by]--> John Katzenbach --[(INV) written_by]--> Hart's War --[starred_actors]--> Bruce Willis
Path (Raw):       Hart's War --[written_by]--> John Katzenbach --[(INV) written_by]--> Hart's War --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.015298
Path Entropy(↓):  0.092160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by paul mccartney
Start Entity:     Paul McCartney
Gold Answer:      [['Alun Owen']]
Predicted Ans:    Paul McCartney
Predicted Path:   Paul McCartney --[(INV) written_by]--> Give My Regards to Broad Street --[written_by]--> Paul McCartney
Path (Raw):       Paul McCartney --[No Operation]--> Paul McCartney --[(INV) written_by]--> Give My Regards to Broad Street --[written_by]--> Paul McCartney
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie the northerners
Start Entity:     The Northerners
Gold Answer:      [['Alex van Warmerdam']]
Predicted Ans:    Alex van Warmerdam
Predicted Path:   The Northerners --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners --[written_by]--> Alex van Warmerdam
Path (Raw):       The Northerners --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners --[written_by]--> Alex van Warmerdam
Neg LogProb(↓):   0.050553
Path Entropy(↓):  0.202941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for afterwards
Start Entity:     Afterwards
Gold Answer:      [['Guillaume Musso', 'Gilles Bourdos']]
Predicted Ans:    Gilles Bourdos
Predicted Path:   Afterwards --[written_by]--> Gilles Bourdos --[(INV) written_by]--> Afterwards --[written_by]--> Gilles Bourdos
Path (Raw):       Afterwards --[written_by]--> Gilles Bourdos --[(INV) written_by]--> Afterwards --[written_by]--> Gilles Bourdos
Neg LogProb(↓):   1.281020
Path Entropy(↓):  1.884568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by andrew mollo
Start Entity:     Andrew Mollo
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Andrew Mollo --[(INV) directed_by]--> It Happened Here --[in_language]--> German
Path (Raw):       Andrew Mollo --[No Operation]--> Andrew Mollo --[(INV) directed_by]--> It Happened Here --[in_language]--> German
Neg LogProb(↓):   0.000101
Path Entropy(↓):  0.001026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by jeremy garelick starred which actors
Start Entity:     Jeremy Garelick
Gold Answer:      [['Vince Vaughn', 'Jennifer Aniston', 'Kevin Hart', 'Josh Gad']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Jeremy Garelick --[(INV) written_by]--> The Break-Up --[starred_actors]--> Jennifer Aniston
Path (Raw):       Jeremy Garelick --[No Operation]--> Jeremy Garelick --[(INV) written_by]--> The Break-Up --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.086684
Path Entropy(↓):  0.286161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by anthony silverston in
Start Entity:     Anthony Silverston
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Anthony Silverston --[(INV) written_by]--> Zambezia --[has_genre]--> Comedy
Path (Raw):       Anthony Silverston --[No Operation]--> Anthony Silverston --[(INV) written_by]--> Zambezia --[has_genre]--> Comedy
Neg LogProb(↓):   0.006959
Path Entropy(↓):  0.043468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of kid galahad
Start Entity:     Kid Galahad
Gold Answer:      [['Black Fury', 'The Charge of the Light Brigade', 'Captain Blood', 'Mission to Moscow', 'The Comancheros', 'Four Daughters', 'Dodge City', 'Young Man with a Horn', 'Virginia City', 'The Sea Wolf', 'Doctor X', 'Santa Fe Trail', 'The Unsuspected', 'Mystery of the Wax Museum', 'The Walking Dead', 'The Private Lives of Elizabeth and Essex', 'The Adventures of Huckleberry Finn', 'Front Page Woman', 'King Creole', 'The Cabin in the Cotton', '20,000 Years in Sing Sing', 'White Christmas', 'Captains of the Clouds', 'The Key', 'Passage to Marseille', 'The Breaking Point', 'Female', 'Mildred Pierce', 'The Egyptian', 'Flamingo Road', 'The Sea Hawk', 'Night and Day', 'This Is the Army', 'Casablanca', "Noah's Ark", 'Alias the Doctor', 'Private Detective 62', "We're No Angels", 'The Adventures of Robin Hood', 'Angels with Dirty Faces', 'Yankee Doodle Dandy']]
Predicted Ans:    The Walking Dead
Predicted Path:   Kid Galahad --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> The Walking Dead
Path (Raw):       Kid Galahad --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> The Walking Dead --[No Operation]--> The Walking Dead
Neg LogProb(↓):   1.240285
Path Entropy(↓):  2.312779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film the charge of the light brigade
Start Entity:     The Charge of the Light Brigade
Gold Answer:      [['Tony Richardson']]
Predicted Ans:    Michael Curtiz
Predicted Path:   The Charge of the Light Brigade --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Path (Raw):       The Charge of the Light Brigade --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.090548
Path Entropy(↓):  0.352167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film written by edward levy
Start Entity:     Edward Levy
Gold Answer:      [['The Beast Within']]
Predicted Ans:    The Beast Within
Predicted Path:   Edward Levy --[(INV) written_by]--> The Beast Within --[written_by]--> Edward Levy --[(INV) written_by]--> The Beast Within
Path (Raw):       Edward Levy --[(INV) written_by]--> The Beast Within --[written_by]--> Edward Levy --[(INV) written_by]--> The Beast Within
Neg LogProb(↓):   0.004046
Path Entropy(↓):  0.026288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the safety of objects released
Start Entity:     The Safety of Objects
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Safety of Objects --[release_year]--> 2001 --[(INV) release_year]--> The Lost Battalion --[release_year]--> 2001
Path (Raw):       The Safety of Objects --[release_year]--> 2001 --[(INV) release_year]--> The Lost Battalion --[release_year]--> 2001
Neg LogProb(↓):   3.006757
Path Entropy(↓):  4.241562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tab hunter star in
Start Entity:     Tab Hunter
Gold Answer:      [['Polyester', 'The Girl He Left Behind', "Gunman's Walk", 'They Came to Cordura']]
Predicted Ans:    Gunman's Walk
Predicted Path:   Tab Hunter --[(INV) starred_actors]--> Gunman's Walk --[starred_actors]--> Tab Hunter --[(INV) starred_actors]--> Gunman's Walk
Path (Raw):       Tab Hunter --[(INV) starred_actors]--> Gunman's Walk --[starred_actors]--> Tab Hunter --[(INV) starred_actors]--> Gunman's Walk
Neg LogProb(↓):   0.001716
Path Entropy(↓):  0.014156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the death kiss
Start Entity:     The Death Kiss
Gold Answer:      [['Bram Stoker', 'Hamilton Deane', 'Ulli Lommel', 'Robert Louis Stevenson', 'Jimmy Sangster', 'Val Lewton', 'Philip Wylie', 'Ben Livingston', 'Hannah Shakespeare', 'Stephen Sommers', 'Richard Matheson', 'R.R. Morgan', 'John Meehan', 'Harry A. Earnshaw', 'Vera M. Oldham', 'Edgar Allan Poe', 'John L. Balderston', 'Robert Riskin', 'Harvey Gates', 'Robert Florey', 'Edgar G. Ulmer']]
Predicted Ans:    Hannah Shakespeare
Predicted Path:   The Death Kiss --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[written_by]--> Hannah Shakespeare
Path (Raw):       The Death Kiss --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[written_by]--> Hannah Shakespeare
Neg LogProb(↓):   1.093148
Path Entropy(↓):  1.752547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did joseph finder write
Start Entity:     Joseph Finder
Gold Answer:      [['Paranoia', 'High Crimes']]
Predicted Ans:    Vantage Point
Predicted Path:   Joseph Finder --[(INV) written_by]--> Paranoia --[written_by]--> Barry L. Levy --[(INV) written_by]--> Vantage Point
Path (Raw):       Joseph Finder --[(INV) written_by]--> Paranoia --[written_by]--> Barry L. Levy --[(INV) written_by]--> Vantage Point
Neg LogProb(↓):   0.165464
Path Entropy(↓):  0.432349
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of i like it like that
Start Entity:     I Like It Like That
Gold Answer:      [['Cadillac Records']]
Predicted Ans:    I Like It Like That
Predicted Path:   I Like It Like That --[directed_by]--> Darnell Martin --[(INV) directed_by]--> I Like It Like That
Path (Raw):       I Like It Like That --[No Operation]--> I Like It Like That --[directed_by]--> Darnell Martin --[(INV) directed_by]--> I Like It Like That
Neg LogProb(↓):   0.039056
Path Entropy(↓):  0.162513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of doppelganger
Start Entity:     Doppelganger
Gold Answer:      [['Sweet Home', 'Loft', 'Pulse', 'Charisma', 'Bright Future', 'Tokyo Sonata']]
Predicted Ans:    Pulse
Predicted Path:   Doppelganger --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Pulse
Path (Raw):       Doppelganger --[No Operation]--> Doppelganger --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Pulse
Neg LogProb(↓):   0.216986
Path Entropy(↓):  0.672865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of pocketful of miracles
Start Entity:     Pocketful of Miracles
Gold Answer:      [['Lady for a Day', 'Little Miss Broadway', 'Captain January', 'A Slight Case of Murder', 'Guys and Dolls', 'Ex-Lady', 'Bloodhounds of Broadway', 'The Rose Tattoo', "Let's Make Love", 'Lost Horizon', 'Poor Little Rich Girl', 'Here Comes the Groom', 'The Big Street', 'The Miracle Woman', 'Bachelor in Paradise', 'Pigskin Parade', "The Whole Town's Talking", 'Mr. Deeds Goes to Town', 'Loving You', 'Little Miss Marker', 'Blue Hawaii']]
Predicted Ans:    Lost Horizon
Predicted Path:   Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon
Path (Raw):       Pocketful of Miracles --[No Operation]--> Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon
Neg LogProb(↓):   0.395666
Path Entropy(↓):  0.766017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of state property 2
Start Entity:     State Property 2
Gold Answer:      [['Damon Dash']]
Predicted Ans:    Damon Dash
Predicted Path:   State Property 2 --[directed_by]--> Damon Dash --[(INV) directed_by]--> State Property 2 --[directed_by]--> Damon Dash
Path (Raw):       State Property 2 --[directed_by]--> Damon Dash --[(INV) directed_by]--> State Property 2 --[directed_by]--> Damon Dash
Neg LogProb(↓):   0.003599
Path Entropy(↓):  0.023814
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film providence
Start Entity:     Providence
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Providence --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Providence --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.336607
Path Entropy(↓):  4.542901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by charles lederer release
Start Entity:     Charles Lederer
Gold Answer:      [['1962', '1995', '1939', '1957', '1960', '1940', '1953', '1947', '1935', '1974', '1931']]
Predicted Ans:    1940
Predicted Path:   Charles Lederer --[(INV) written_by]--> His Girl Friday --[release_year]--> 1940
Path (Raw):       Charles Lederer --[No Operation]--> Charles Lederer --[(INV) written_by]--> His Girl Friday --[release_year]--> 1940
Neg LogProb(↓):   0.700290
Path Entropy(↓):  1.118426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie crossover are written by who
Start Entity:     Crossover
Gold Answer:      [['Norman Vance Jr.', 'Tanya Hamilton', 'Mark Boal', 'Brian Koppelman', 'David Levien', 'Spike Lee', 'Philippe Caland', 'Tengiz Abuladze']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   Crossover --[starred_actors]--> Anthony Mackie --[(INV) starred_actors]--> Repentance --[written_by]--> Tengiz Abuladze
Path (Raw):       Crossover --[starred_actors]--> Anthony Mackie --[(INV) starred_actors]--> Repentance --[written_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.125350
Path Entropy(↓):  0.400278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of aurora
Start Entity:     Aurora
Gold Answer:      [['Romanian']]
Predicted Ans:    Romanian
Predicted Path:   Aurora --[written_by]--> Cristi Puiu --[(INV) written_by]--> The Death of Mr. Lazarescu --[in_language]--> Romanian
Path (Raw):       Aurora --[written_by]--> Cristi Puiu --[(INV) written_by]--> The Death of Mr. Lazarescu --[in_language]--> Romanian
Neg LogProb(↓):   0.002196
Path Entropy(↓):  0.015618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of female agents
Start Entity:     Female Agents
Gold Answer:      [['Happiness Never Comes Alone', 'Populaire', "De l'autre côté du lit", 'Police', 'Anthony Zimmer', 'Hell', "Don't Look Back", 'With Love... from the Age of Reason', 'On Guard', 'Firelight', 'Anna Karenina']]
Predicted Ans:    Police
Predicted Path:   Female Agents --[starred_actors]--> Sophie Marceau --[(INV) starred_actors]--> Police
Path (Raw):       Female Agents --[starred_actors]--> Sophie Marceau --[No Operation]--> Sophie Marceau --[(INV) starred_actors]--> Police
Neg LogProb(↓):   0.478694
Path Entropy(↓):  1.073446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the hunters
Start Entity:     The Hunters
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Hunters --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[has_genre]--> Thriller
Path (Raw):       The Hunters --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[has_genre]--> Thriller
Neg LogProb(↓):   0.005841
Path Entropy(↓):  0.035884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe what to expect when you're expecting
Start Entity:     What to Expect When You're Expecting
Gold Answer:      [['pregnancy']]
Predicted Ans:    pregnancy
Predicted Path:   What to Expect When You're Expecting --[written_by]--> Heather Hach --[(INV) written_by]--> What to Expect When You're Expecting --[has_tags]--> pregnancy
Path (Raw):       What to Expect When You're Expecting --[written_by]--> Heather Hach --[(INV) written_by]--> What to Expect When You're Expecting --[has_tags]--> pregnancy
Neg LogProb(↓):   0.004457
Path Entropy(↓):  0.028535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by joan crawford
Start Entity:     Joan Crawford
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Joan Crawford --[(INV) starred_actors]--> Torch Song --[has_genre]--> Drama
Path (Raw):       Joan Crawford --[No Operation]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[has_genre]--> Drama
Neg LogProb(↓):   1.595522
Path Entropy(↓):  2.261677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by ellie kemper
Start Entity:     Ellie Kemper
Gold Answer:      [['Jason Segel', 'Andrea Seigel', 'Nicholas Stoller', 'Kate Angelo']]
Predicted Ans:    Jason Segel
Predicted Path:   Ellie Kemper --[(INV) starred_actors]--> Sex Tape --[written_by]--> Jason Segel
Path (Raw):       Ellie Kemper --[No Operation]--> Ellie Kemper --[(INV) starred_actors]--> Sex Tape --[written_by]--> Jason Segel
Neg LogProb(↓):   0.578769
Path Entropy(↓):  0.714460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by don't move actors release
Start Entity:     Don't Move
Gold Answer:      [['1983', '1995', '1998', '2000', '1997', '2009', '2001', '2008', '2003', '2005', '2004', '2006', '2013', '2007', '1943']]
Predicted Ans:    2004
Predicted Path:   Don't Move --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[release_year]--> 2004
Path (Raw):       Don't Move --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[release_year]--> 2004
Neg LogProb(↓):   1.251800
Path Entropy(↓):  1.814690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by john heard
Start Entity:     John Heard
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   John Heard --[(INV) starred_actors]--> Heaven Help Us --[has_genre]--> Comedy
Path (Raw):       John Heard --[No Operation]--> John Heard --[(INV) starred_actors]--> Heaven Help Us --[has_genre]--> Comedy
Neg LogProb(↓):   1.005679
Path Entropy(↓):  1.985647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film harry and the hendersons starred which actors
Start Entity:     Harry and the Hendersons
Gold Answer:      [['Joshua Rudoy', 'Margaret Langrick', 'John Lithgow', 'Melinda Dillon']]
Predicted Ans:    John Lithgow
Predicted Path:   Harry and the Hendersons --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Homegrown --[starred_actors]--> John Lithgow
Path (Raw):       Harry and the Hendersons --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Homegrown --[starred_actors]--> John Lithgow
Neg LogProb(↓):   0.060387
Path Entropy(↓):  0.334381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the seduction of joe tynan actors
Start Entity:     The Seduction of Joe Tynan
Gold Answer:      [['English', 'Polish', 'Japanese']]
Predicted Ans:    Polish
Predicted Path:   The Seduction of Joe Tynan --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[in_language]--> Polish
Path (Raw):       The Seduction of Joe Tynan --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[in_language]--> Polish
Neg LogProb(↓):   1.061756
Path Entropy(↓):  1.377552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the story of vernon and irene castle
Start Entity:     The Story of Vernon and Irene Castle
Gold Answer:      [['Musical', 'Comedy', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   The Story of Vernon and Irene Castle --[directed_by]--> H.C. Potter --[(INV) directed_by]--> The Story of Vernon and Irene Castle --[has_genre]--> Musical
Path (Raw):       The Story of Vernon and Irene Castle --[directed_by]--> H.C. Potter --[(INV) directed_by]--> The Story of Vernon and Irene Castle --[has_genre]--> Musical
Neg LogProb(↓):   0.080837
Path Entropy(↓):  0.315079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in fort apache
Start Entity:     Fort Apache
Gold Answer:      [['Abem Finkel', 'Delmer Daves', 'Dudley Nichols', 'Lamar Trotti', 'Lou Breslow', 'Claude Binyon', 'Kathryn Bigelow', 'Harry Brown', 'Scott Hale', 'Miles Hood Swarthout', 'Melville Shavelson', 'Ladislas Fodor', 'Neil H. Swanson', 'Roy Huggins', 'Garland Roark', 'Nunnally Johnson', 'Robert Benton', 'Alan Le May', 'Thelma Strabel', 'James Bassett', 'Maurice Walsh', "Louis L'Amour", 'Borden Chase', 'Martha Hyer', 'Clair Huffaker', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'James Kevin McGuinness', 'Robert Alan Aurthur', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Sam Hellman', 'Samuel G. Engel', 'Gerold Frank', 'Arch Oboler', 'Howard Rodman', 'John Twist', 'Richard Dougherty', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'John Steinbeck', 'Glendon Swarthout', 'Ernest Thompson', 'Pupi Avati', 'Rita M. Fink', 'Helen Gurley Brown', 'Bernardo Bertolucci', 'Wendell Mayes', 'Andrew Geer', 'Abraham Polonsky', 'Graham Greene', 'Oakley Hall', 'Leonard Spigelgass', 'Thomas Heggen', 'David Hertz', 'Elizabeth Janeway', 'Tom Reed', 'George Owen', 'Stephen Gaghan', 'Donald S. Sanford', 'Burt Kennedy', 'Willis Goldbeck', 'Sidney Carroll', 'Laurence Stallings', 'Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Preston Sturges', 'Robin Moore', 'Jo Swerling', 'David Newman', 'Ernest Haycox', 'King Vidor', 'Gore Vidal', 'Maxwell Anderson', 'Walter D. Edmonds', 'Damon Runyon', 'Sergio Donati', 'Andrew J. Fenady', 'Leslie Bohem', 'William Dale Jennings', 'Sergio Leone', 'John Gay', 'Dario Argento', 'Ken Kesey', 'Charles Portis', 'James Oliver Curwood', 'Irving Ravetch', 'Leo Tolstoy', 'Rex Beach', 'Malcolm D. Lee', 'William L. White', 'Leigh Brackett', 'Jules Furthman', 'David Twohy', 'John Brophy', 'John Huston', 'Clements Ripley', 'James Lee Barrett', 'Charles Schnee', 'Ernest K. Gann', 'Harry Julian Fink', 'C.E. Scoggins', 'Walter Van Tilburg Clark', 'Dorothy M. Johnson', 'Winston Miller', 'Frank S. Nugent', 'Owen Davis', 'James Warner Bellah', 'James Edward Grant', 'Marguerite Roberts', 'Mort Lachman', 'James R. Webb', 'Joshua Logan', 'Dalton Trumbo', 'Harold Bell Wright', 'John Lee Hancock', 'Lawrence Hazard', "Eugene O'Neill", 'Monckton Hoffe']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Fort Apache --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Fort Apache --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.928040
Path Entropy(↓):  3.485143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of eva kovacs acted films
Start Entity:     Eva Kovacs
Gold Answer:      [['John Paizs', 'André De Toth']]
Predicted Ans:    André De Toth
Predicted Path:   Eva Kovacs --[(INV) starred_actors]--> Crime Wave --[directed_by]--> André De Toth
Path (Raw):       Eva Kovacs --[No Operation]--> Eva Kovacs --[(INV) starred_actors]--> Crime Wave --[directed_by]--> André De Toth
Neg LogProb(↓):   0.002781
Path Entropy(↓):  0.019122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of red line 7000 also directed which films
Start Entity:     Red Line 7000
Gold Answer:      [['Barbary Coast', 'A Song Is Born', 'Rio Lobo', 'The Outlaw', 'To Have and Have Not', 'The Criminal Code', 'Bringing Up Baby', 'The Big Sky', 'The Road to Glory', 'Monkey Business', 'The Dawn Patrol', 'Rio Bravo', 'Air Force', "Man's Favorite Sport?", 'Red River', 'Scarface', 'Sergeant York', 'His Girl Friday', 'Ball of Fire', 'El Dorado', 'Twentieth Century', 'Only Angels Have Wings', 'Viva Villa!', 'Land of the Pharaohs', 'Hatari!', 'Come and Get It', 'The Big Sleep', 'The Crowd Roars', 'I Was a Male War Bride', 'Gentlemen Prefer Blondes']]
Predicted Ans:    Red Line 7000
Predicted Path:   Red Line 7000 --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000
Path (Raw):       Red Line 7000 --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[No Operation]--> Red Line 7000
Neg LogProb(↓):   1.288926
Path Entropy(↓):  2.291832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a movie written by natto wada
Start Entity:     Natto Wada
Gold Answer:      [['Fires on the Plain', "An Actor's Revenge"]]
Predicted Ans:    Fires on the Plain
Predicted Path:   Natto Wada --[(INV) written_by]--> Fires on the Plain --[written_by]--> Natto Wada --[(INV) written_by]--> Fires on the Plain
Path (Raw):       Natto Wada --[(INV) written_by]--> Fires on the Plain --[written_by]--> Natto Wada --[(INV) written_by]--> Fires on the Plain
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.001004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by vincent gallo
Start Entity:     Vincent Gallo
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Vincent Gallo --[(INV) written_by]--> Buffalo '66 --[has_genre]--> Comedy
Path (Raw):       Vincent Gallo --[No Operation]--> Vincent Gallo --[(INV) written_by]--> Buffalo '66 --[has_genre]--> Comedy
Neg LogProb(↓):   0.464277
Path Entropy(↓):  0.677663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about crispin glover
Start Entity:     crispin glover
Gold Answer:      [['Rubin and Ed', 'Hot Tub Time Machine', 'Beowulf', 'Back to the Future', '9', 'Simon Says']]
Predicted Ans:    Harry and the Hendersons
Predicted Path:   crispin glover --[(INV) has_tags]--> Simon Says --[written_by]--> William Dear --[(INV) written_by]--> Harry and the Hendersons
Path (Raw):       crispin glover --[(INV) has_tags]--> Simon Says --[written_by]--> William Dear --[(INV) written_by]--> Harry and the Hendersons
Neg LogProb(↓):   0.921463
Path Entropy(↓):  1.706105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did george sluizer write
Start Entity:     George Sluizer
Gold Answer:      [['The Vanishing']]
Predicted Ans:    The Vanishing
Predicted Path:   George Sluizer --[(INV) written_by]--> The Vanishing --[written_by]--> Tim Krabbé --[(INV) written_by]--> The Vanishing
Path (Raw):       George Sluizer --[(INV) written_by]--> The Vanishing --[written_by]--> Tim Krabbé --[(INV) written_by]--> The Vanishing
Neg LogProb(↓):   1.386295
Path Entropy(↓):  1.386299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in force of evil
Start Entity:     Force of Evil
Gold Answer:      [['Drama', 'War', 'Music', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Force of Evil --[starred_actors]--> John Garfield --[(INV) starred_actors]--> The Postman Always Rings Twice --[has_genre]--> Drama
Path (Raw):       Force of Evil --[starred_actors]--> John Garfield --[(INV) starred_actors]--> The Postman Always Rings Twice --[has_genre]--> Drama
Neg LogProb(↓):   0.120315
Path Entropy(↓):  0.448550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in year of the dragon
Start Entity:     Year of the Dragon
Gold Answer:      [['Mickey Rourke', 'John Lone', 'Ariane']]
Predicted Ans:    Mickey Rourke
Predicted Path:   Year of the Dragon --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[starred_actors]--> Mickey Rourke
Path (Raw):       Year of the Dragon --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[starred_actors]--> Mickey Rourke
Neg LogProb(↓):   0.057542
Path Entropy(↓):  0.333455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of klimt
Start Entity:     Klimt
Gold Answer:      [['Lisanne Falk', 'Anne Parillaud', 'William Baldwin']]
Predicted Ans:    John Malkovich
Predicted Path:   Klimt --[directed_by]--> Raoul Ruiz --[(INV) directed_by]--> Klimt --[starred_actors]--> John Malkovich
Path (Raw):       Klimt --[directed_by]--> Raoul Ruiz --[(INV) directed_by]--> Klimt --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.000261
Path Entropy(↓):  0.002415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of short night of glass dolls
Start Entity:     Short Night of Glass Dolls
Gold Answer:      [['The Humanoid']]
Predicted Ans:    Short Night of Glass Dolls
Predicted Path:   Short Night of Glass Dolls --[written_by]--> Aldo Lado --[(INV) written_by]--> Short Night of Glass Dolls
Path (Raw):       Short Night of Glass Dolls --[No Operation]--> Short Night of Glass Dolls --[written_by]--> Aldo Lado --[(INV) written_by]--> Short Night of Glass Dolls
Neg LogProb(↓):   0.398462
Path Entropy(↓):  0.761655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share screenwriters with the movie a thousand clowns
Start Entity:     A Thousand Clowns
Gold Answer:      [['1996']]
Predicted Ans:    1965
Predicted Path:   A Thousand Clowns --[written_by]--> Herb Gardner --[(INV) written_by]--> A Thousand Clowns --[release_year]--> 1965
Path (Raw):       A Thousand Clowns --[written_by]--> Herb Gardner --[(INV) written_by]--> A Thousand Clowns --[release_year]--> 1965
Neg LogProb(↓):   0.167157
Path Entropy(↓):  0.429483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was my man godfrey written by
Start Entity:     My Man Godfrey
Gold Answer:      [['Morrie Ryskind', 'Eric Hatch']]
Predicted Ans:    Eric Hatch
Predicted Path:   My Man Godfrey --[written_by]--> Eric Hatch --[(INV) written_by]--> The Horse in the Gray Flannel Suit --[written_by]--> Eric Hatch
Path (Raw):       My Man Godfrey --[written_by]--> Eric Hatch --[(INV) written_by]--> The Horse in the Gray Flannel Suit --[written_by]--> Eric Hatch
Neg LogProb(↓):   0.748419
Path Entropy(↓):  0.953821
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was drake sather the writer of
Start Entity:     Drake Sather
Gold Answer:      [['Zoolander']]
Predicted Ans:    Zoolander
Predicted Path:   Drake Sather --[(INV) written_by]--> Zoolander --[written_by]--> Ben Stiller --[(INV) written_by]--> Zoolander
Path (Raw):       Drake Sather --[(INV) written_by]--> Zoolander --[written_by]--> Ben Stiller --[(INV) written_by]--> Zoolander
Neg LogProb(↓):   0.227752
Path Entropy(↓):  0.506864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of city for conquest
Start Entity:     City for Conquest
Gold Answer:      [['Joan Crawford']]
Predicted Ans:    James Cagney
Predicted Path:   City for Conquest --[written_by]--> Aben Kandel --[(INV) written_by]--> City for Conquest --[starred_actors]--> James Cagney
Path (Raw):       City for Conquest --[written_by]--> Aben Kandel --[(INV) written_by]--> City for Conquest --[starred_actors]--> James Cagney
Neg LogProb(↓):   0.000715
Path Entropy(↓):  0.006341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor james stewart acted together with who
Start Entity:     James Stewart
Gold Answer:      [['June Allyson', 'Marlene Dietrich', 'Edward Arnold', 'Vera Miles', 'Cary Grant', 'Ginger Rogers', 'Katharine Hepburn', 'Renée Taylor', "Cathy O'Donnell", 'Shirley Jones', 'Charles Ruggles', 'Paulette Goddard', 'Lee Marvin', 'Hedy Lamarr', 'Lauren Bacall', 'Carole Lombard', 'Dorothy Lamour', 'Juliet Mills', 'Walter Brennan', 'Kim Novak', 'Jeff Chandler', 'Grace Kelly', 'Fabian', 'Janet Leigh', 'Hardy Krüger', 'Stephen McNally', 'Frank Morgan', 'Audie Murphy', 'Virginia Bruce', 'Henry Fonda', 'Richard Conte', 'Walter Pidgeon', 'Joseph Bologna', 'Claude Rains', 'John Travolta', 'Lionel Barrymore', 'Beulah Bondi', 'Wendell Corey', 'Claudette Colbert', 'Walter Huston', 'Sydney Greenstreet', 'Lee Remick', 'Rosalind Russell', 'Joseph Schildkraut', 'Paul Sorvino', 'Peter Finch', 'Strother Martin', 'Josephine Hull', 'Myrna Loy', 'Christian Slater', 'Ron Howard', 'Doris Day', 'Eleanor Powell', 'Charles Winninger', 'Mischa Auer', 'Donald Crisp', 'Robert Ryan', 'John Wayne', 'Linda Cristal', "Maureen O'Hara", 'Brian Keith', 'Margaret Sullavan', 'Jean Arthur', 'Harry Anderson', 'Richard Attenborough', 'Leslie Nielsen', 'Genevieve Tobin', 'Raquel Welch', 'Patrick Wayne', 'Richard Widmark', 'Glenn Corbett', 'Doug McClure', "Arthur O'Connell", 'Dean Martin', 'Audrey Meadows', 'William Powell', 'Ruth Roman', 'Thelma Ritter', 'Sandra Dee', 'Shelley Winters', 'Ruth Hussey', 'Elissa Landi', 'Ben Gazzara', 'George Kennedy', 'Spencer Tracy', 'Jane Wyman', 'Peter Lorre', 'Rock Hudson', 'Arthur Kennedy']]
Predicted Ans:    James Stewart
Predicted Path:   James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       James Stewart --[No Operation]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.081224
Path Entropy(↓):  0.382091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of in the land of blood and honey
Start Entity:     In the Land of Blood and Honey
Gold Answer:      [['Garrett Hedlund', 'Domhnall Gleeson', "Jack O'Connell"]]
Predicted Ans:    Jack O'Connell
Predicted Path:   In the Land of Blood and Honey --[directed_by]--> Angelina Jolie --[(INV) directed_by]--> Unbroken --[starred_actors]--> Jack O'Connell
Path (Raw):       In the Land of Blood and Honey --[directed_by]--> Angelina Jolie --[(INV) directed_by]--> Unbroken --[starred_actors]--> Jack O'Connell
Neg LogProb(↓):   0.018567
Path Entropy(↓):  0.109725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by samuel fuller
Start Entity:     Samuel Fuller
Gold Answer:      [['Mark Hamill', 'James Shigeta', 'Richard Widmark', 'Beatrice Kay', 'Dolores Dorn', 'Glenn Corbett', 'Rod Taylor', 'Barbara Stanwyck', 'Cliff Robertson', 'Anthony Eisley', 'Michael Dante', 'John Ireland', 'Lee Marvin', 'Rod Steiger', 'Thelma Ritter', 'Victoria Shaw', 'Jeff Chandler', 'Ralph Meeker', 'Reed Hadley', 'Kristy McNichol', 'Richard Harris', 'Jean Peters', 'Constance Towers', 'Barry Sullivan', 'Brian Keith', 'Al Lettieri', 'Vincent Price', 'Gene Evans', 'Mary Welch']]
Predicted Ans:    John Ireland
Predicted Path:   Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Path (Raw):       Samuel Fuller --[No Operation]--> Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Neg LogProb(↓):   0.639782
Path Entropy(↓):  1.278855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie slither
Start Entity:     Slither
Gold Answer:      [['2000', '1978', '1950', '2010', '2004', '1996', '2014', '2002', '2013']]
Predicted Ans:    2013
Predicted Path:   Slither --[written_by]--> James Gunn --[(INV) written_by]--> Movie 43 --[release_year]--> 2013
Path (Raw):       Slither --[written_by]--> James Gunn --[(INV) written_by]--> Movie 43 --[release_year]--> 2013
Neg LogProb(↓):   0.426573
Path Entropy(↓):  0.707430
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did audra lindley act in
Start Entity:     Audra Lindley
Gold Answer:      [['Desert Hearts', 'The Heartbreak Kid']]
Predicted Ans:    Desert Hearts
Predicted Path:   Audra Lindley --[(INV) starred_actors]--> Desert Hearts --[starred_actors]--> Audra Lindley --[(INV) starred_actors]--> Desert Hearts
Path (Raw):       Audra Lindley --[(INV) starred_actors]--> Desert Hearts --[starred_actors]--> Audra Lindley --[(INV) starred_actors]--> Desert Hearts
Neg LogProb(↓):   0.001032
Path Entropy(↓):  0.008130
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of junior bonner
Start Entity:     Junior Bonner
Gold Answer:      [['They Drive by Night', 'The Man I Love', 'Private Hell 36', 'The Bigamist', 'The Towering Inferno', 'Victor Victoria', 'The Hunter', 'Tulsa', 'Best of the Badmen', 'Ladies in Retirement', "The Devil's Rain", 'The Big Knife', 'Road House', 'The Great Escape', 'The Sea Wolf', 'The Blob', 'On Dangerous Ground', 'All the Way Home', 'Out of the Fog', 'The Music Man', 'Lust for Gold', 'Bullitt', 'The Reivers', 'Hell Is for Heroes', 'The Last Frontier', 'An Enemy of the People', 'Blood on the Moon', 'Soldier in the Rain', 'The Magnificent Seven', 'Moontide', 'The Lone Wolf Spy Hunt', 'The Cincinnati Kid', 'Nevada Smith', 'Tom Horn', 'Le Mans', 'Beau Geste', 'Escape Me Never', 'The Getaway', 'Papillon', 'Baby the Rain Must Fall', 'Wake Island', 'The Thomas Crown Affair', 'High Sierra', 'The Sand Pebbles', 'Love with the Proper Stranger']]
Predicted Ans:    The Getaway
Predicted Path:   Junior Bonner --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway
Path (Raw):       Junior Bonner --[starred_actors]--> Steve McQueen --[No Operation]--> Steve McQueen --[(INV) starred_actors]--> The Getaway
Neg LogProb(↓):   0.471113
Path Entropy(↓):  1.442243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with tanner cohen
Start Entity:     Tanner Cohen
Gold Answer:      [['Judy McLane', 'Zelda Williams', 'Wendy Robie']]
Predicted Ans:    Wendy Robie
Predicted Path:   Tanner Cohen --[(INV) starred_actors]--> Were the World Mine --[starred_actors]--> Wendy Robie
Path (Raw):       Tanner Cohen --[No Operation]--> Tanner Cohen --[(INV) starred_actors]--> Were the World Mine --[starred_actors]--> Wendy Robie
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film rumor has it...
Start Entity:     Rumor Has It...
Gold Answer:      [['William Goldman', 'Alan Zweibel', 'Mark Andrus', 'Stephen King', 'Erlend Loe', 'Aaron Sorkin', 'Wendelin Van Draanen', 'Nora Ephron', 'Guy Thomas', 'Justin Zackham', 'Rob Reiner', 'Jonathan Roberts']]
Predicted Ans:    Ted Griffin
Predicted Path:   Rumor Has It... --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       Rumor Has It... --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.477338
Path Entropy(↓):  1.390152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film intermission was written by who
Start Entity:     Intermission
Gold Answer:      [["Mark O'Rowe"]]
Predicted Ans:    Mark O'Rowe
Predicted Path:   Intermission --[written_by]--> Mark O'Rowe --[(INV) written_by]--> Intermission --[written_by]--> Mark O'Rowe
Path (Raw):       Intermission --[written_by]--> Mark O'Rowe --[(INV) written_by]--> Intermission --[written_by]--> Mark O'Rowe
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was betty hutton an actor in
Start Entity:     Betty Hutton
Gold Answer:      [['Annie Get Your Gun', 'The Greatest Show on Earth', "The Miracle of Morgan's Creek", 'The Perils of Pauline']]
Predicted Ans:    Annie Get Your Gun
Predicted Path:   Betty Hutton --[(INV) starred_actors]--> Annie Get Your Gun --[starred_actors]--> Betty Hutton --[(INV) starred_actors]--> Annie Get Your Gun
Path (Raw):       Betty Hutton --[(INV) starred_actors]--> Annie Get Your Gun --[starred_actors]--> Betty Hutton --[(INV) starred_actors]--> Annie Get Your Gun
Neg LogProb(↓):   0.063066
Path Entropy(↓):  0.287784
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by fritz kortner
Start Entity:     Fritz Kortner
Gold Answer:      [['Georg Wilhelm Pabst', 'Walter Forde']]
Predicted Ans:    Georg Wilhelm Pabst
Predicted Path:   Fritz Kortner --[(INV) starred_actors]--> Pandora's Box --[directed_by]--> Georg Wilhelm Pabst
Path (Raw):       Fritz Kortner --[No Operation]--> Fritz Kortner --[(INV) starred_actors]--> Pandora's Box --[directed_by]--> Georg Wilhelm Pabst
Neg LogProb(↓):   0.004889
Path Entropy(↓):  0.030833
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by steven e. de souza released
Start Entity:     Steven E. de Souza
Gold Answer:      [['1988', '1990', '2004', '1982', '1994']]
Predicted Ans:    1990
Predicted Path:   Steven E. de Souza --[(INV) written_by]--> Die Hard 2 --[release_year]--> 1990
Path (Raw):       Steven E. de Souza --[No Operation]--> Steven E. de Souza --[(INV) written_by]--> Die Hard 2 --[release_year]--> 1990
Neg LogProb(↓):   0.752997
Path Entropy(↓):  1.173688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by enzo staiola were directed by who
Start Entity:     Enzo Staiola
Gold Answer:      [['Vittorio De Sica']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   Enzo Staiola --[(INV) starred_actors]--> Bicycle Thieves --[directed_by]--> Vittorio De Sica
Path (Raw):       Enzo Staiola --[No Operation]--> Enzo Staiola --[(INV) starred_actors]--> Bicycle Thieves --[directed_by]--> Vittorio De Sica
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by donald margulies
Start Entity:     Donald Margulies
Gold Answer:      [['James Ponsoldt']]
Predicted Ans:    James Ponsoldt
Predicted Path:   Donald Margulies --[(INV) written_by]--> The End of the Tour --[directed_by]--> James Ponsoldt
Path (Raw):       Donald Margulies --[No Operation]--> Donald Margulies --[(INV) written_by]--> The End of the Tour --[directed_by]--> James Ponsoldt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of skyjacked
Start Entity:     Skyjacked
Gold Answer:      [['John Brophy', 'Howard Clewes', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Merian C. Cooper', 'Ruth Rose', 'Richard Maibaum', 'David Pursall', 'Robert Holles', 'Les Crutchfield', 'Edgar Wallace', 'James Ashmore Creelman', 'Ben Barzman', 'Stirling Silliphant', 'Basilio Franchina', 'Jack Seddon', 'Anthony Shaffer', 'Lorenzo Semple Jr.', 'Edgar Rice Burroughs', 'John Guillermin', 'Richard Yates', 'William Roberts', 'Peter Jackson', 'Gerald Hanley']]
Predicted Ans:    Peter Jackson
Predicted Path:   Skyjacked --[directed_by]--> John Guillermin --[(INV) directed_by]--> King Kong --[written_by]--> Peter Jackson
Path (Raw):       Skyjacked --[directed_by]--> John Guillermin --[(INV) directed_by]--> King Kong --[written_by]--> Peter Jackson
Neg LogProb(↓):   0.123118
Path Entropy(↓):  0.625811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film wild horses was directed by who
Start Entity:     Wild Horses
Gold Answer:      [['Marcelo Piñeyro']]
Predicted Ans:    Marcelo Piñeyro
Predicted Path:   Wild Horses --[directed_by]--> Marcelo Piñeyro --[(INV) directed_by]--> Kamchatka --[directed_by]--> Marcelo Piñeyro
Path (Raw):       Wild Horses --[directed_by]--> Marcelo Piñeyro --[(INV) directed_by]--> Kamchatka --[directed_by]--> Marcelo Piñeyro
Neg LogProb(↓):   0.019782
Path Entropy(↓):  0.097186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with matt damon
Start Entity:     Matt Damon
Gold Answer:      [['Emily Blunt', 'Will Smith', 'Meg Ryan', 'Lloyd Bridges', 'Jack Nicholson', 'Katharine Hepburn', 'Charlize Theron', 'Kim Darby', 'George Clooney', "Chris O'Donnell", 'Randall Batinkoff', 'Penélope Cruz', 'Josh Brolin', 'John Leguizamo', 'Greg Kinnear', 'Clive Owen', 'Ben Affleck', 'Brendan Fraser', 'Chris Cooper', 'Robin Williams', 'Kiefer Sutherland', 'Glen Campbell', 'Angelina Jolie', 'Wendell Corey', 'Julia Stiles', 'Casey Affleck', 'Stellan Skarsgård', 'Bill Pullman', 'John Wayne', 'Jon Voight', 'Claire Danes', 'Cate Blanchett', 'Gwyneth Paltrow', 'Danny DeVito', 'Leonardo DiCaprio', 'Bill Murray', 'Jeff Bridges', 'Hailee Steinfeld', 'Burt Lancaster', 'Nathan Lane', 'Jude Law', 'Mark Wahlberg', 'Franka Potente', 'Morgan Freeman', 'Jodie Foster', 'Brian Cox']]
Predicted Ans:    Matt Damon
Predicted Path:   Matt Damon --[(INV) starred_actors]--> We Bought a Zoo --[starred_actors]--> Matt Damon
Path (Raw):       Matt Damon --[No Operation]--> Matt Damon --[(INV) starred_actors]--> We Bought a Zoo --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.182669
Path Entropy(↓):  0.697055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films are about coffin
Start Entity:     coffin
Gold Answer:      [['Buried', 'Innocence']]
Predicted Ans:    Innocence
Predicted Path:   coffin --[(INV) has_tags]--> Innocence --[has_tags]--> girls --[(INV) has_tags]--> Innocence
Path (Raw):       coffin --[(INV) has_tags]--> Innocence --[has_tags]--> girls --[(INV) has_tags]--> Innocence
Neg LogProb(↓):   0.748708
Path Entropy(↓):  1.022463
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by donald petrie
Start Entity:     Donald Petrie
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Donald Petrie --[(INV) directed_by]--> Just My Luck --[in_language]--> English
Path (Raw):       Donald Petrie --[No Operation]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[in_language]--> English
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by julia faye in
Start Entity:     Julia Faye
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Julia Faye --[(INV) starred_actors]--> Dynamite --[has_genre]--> Drama
Path (Raw):       Julia Faye --[No Operation]--> Julia Faye --[(INV) starred_actors]--> Dynamite --[has_genre]--> Drama
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the bells of st. mary's
Start Entity:     The Bells of St. Mary's
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Bells of St. Mary's --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Cactus Flower --[has_genre]--> Comedy
Path (Raw):       The Bells of St. Mary's --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Cactus Flower --[has_genre]--> Comedy
Neg LogProb(↓):   1.470861
Path Entropy(↓):  2.419711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the harvey girls released
Start Entity:     The Harvey Girls
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   The Harvey Girls --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       The Harvey Girls --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   2.004800
Path Entropy(↓):  3.465690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie piranha
Start Entity:     Piranha
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Piranha --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Piranha --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.281087
Path Entropy(↓):  3.930670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of eli cohen directed films
Start Entity:     Eli Cohen
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Eli Cohen --[(INV) directed_by]--> Under the Domim Tree --[release_year]--> 1994
Path (Raw):       Eli Cohen --[No Operation]--> Eli Cohen --[(INV) directed_by]--> Under the Domim Tree --[release_year]--> 1994
Neg LogProb(↓):   0.000404
Path Entropy(↓):  0.003558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by daniela bobadilla released
Start Entity:     Daniela Bobadilla
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Daniela Bobadilla --[(INV) starred_actors]--> Mr. Troop Mom --[release_year]--> 2009
Path (Raw):       Daniela Bobadilla --[No Operation]--> Daniela Bobadilla --[(INV) starred_actors]--> Mr. Troop Mom --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film mr. denning drives north
Start Entity:     Mr. Denning Drives North
Gold Answer:      [['1998', '1970', '1946', '1949', '1948', '1975', '1954', '1960', '2012', '1951', '1999', '1945', '1986', '1955', '1958', '1943']]
Predicted Ans:    1954
Predicted Path:   Mr. Denning Drives North --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[release_year]--> 1954
Path (Raw):       Mr. Denning Drives North --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[release_year]--> 1954
Neg LogProb(↓):   0.710951
Path Entropy(↓):  1.360517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in around the world under the sea
Start Entity:     Around the World Under the Sea
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Around the World Under the Sea --[starred_actors]--> Lloyd Bridges --[(INV) starred_actors]--> The Rainmaker --[has_genre]--> Drama
Path (Raw):       Around the World Under the Sea --[starred_actors]--> Lloyd Bridges --[(INV) starred_actors]--> The Rainmaker --[has_genre]--> Drama
Neg LogProb(↓):   0.217700
Path Entropy(↓):  0.627541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with eric roberts
Start Entity:     Eric Roberts
Gold Answer:      [['Bruce Willis', 'Kelly Lynch', 'Mickey Rourke', 'F. Murray Abraham', 'Phillip Rhee', 'Red Buttons', 'Jessica Tandy', 'Daryl Hannah', 'Alec Baldwin', 'Sissy Spacek', 'Tomas Arana', 'Richard Gere', 'Uma Thurman', 'Rebecca De Mornay', 'Mary Stuart Masterson', 'Greta Scacchi', 'Lance Henriksen', 'Arnold Vosloo', 'Joaquim de Almeida', 'Tia Carrere', 'Kim Basinger', 'Jon Voight', 'Paul Newman', 'Tony Curtis', 'Mare Winningham', 'Geraldine Page', 'James Earl Jones', 'Melanie Griffith', 'Megan Gallagher', 'Mariel Hemingway', 'Clea DuVall', 'Rosanna Arquette', 'Joe Pantoliano']]
Predicted Ans:    Eric Roberts
Predicted Path:   Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[starred_actors]--> Eric Roberts
Path (Raw):       Eric Roberts --[No Operation]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.109273
Path Entropy(↓):  0.380439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film darling lili were in which languages
Start Entity:     Darling Lili
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Darling Lili --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Darling Lili --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.000343
Path Entropy(↓):  0.003593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with buck and the preacher fall under
Start Entity:     Buck and the Preacher
Gold Answer:      [['Fantasy', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Buck and the Preacher --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Let's Do It Again --[has_genre]--> Action
Path (Raw):       Buck and the Preacher --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Let's Do It Again --[has_genre]--> Action
Neg LogProb(↓):   0.276123
Path Entropy(↓):  0.598003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did james shigeta star in
Start Entity:     James Shigeta
Gold Answer:      [['The Crimson Kimono', 'Bridge to the Sun']]
Predicted Ans:    Bridge to the Sun
Predicted Path:   James Shigeta --[(INV) starred_actors]--> Bridge to the Sun --[starred_actors]--> James Yagi --[(INV) starred_actors]--> Bridge to the Sun
Path (Raw):       James Shigeta --[(INV) starred_actors]--> Bridge to the Sun --[starred_actors]--> James Yagi --[(INV) starred_actors]--> Bridge to the Sun
Neg LogProb(↓):   0.051102
Path Entropy(↓):  0.233187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Payment deferred, when was it released
Start Entity:     Payment Deferred
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Payment Deferred --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Path (Raw):       Payment Deferred --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Neg LogProb(↓):   1.613968
Path Entropy(↓):  3.088941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by eleanor bergstein
Start Entity:     Eleanor Bergstein
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Eleanor Bergstein --[(INV) written_by]--> Dirty Dancing --[has_genre]--> Drama
Path (Raw):       Eleanor Bergstein --[No Operation]--> Eleanor Bergstein --[(INV) written_by]--> Dirty Dancing --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the innocent
Start Entity:     The Innocent
Gold Answer:      [['Midnight Cowboy', 'The Believers', 'Eye for an Eye', 'Sunday Bloody Sunday', 'Darling', 'The Tale of Sweeney Todd', 'The Next Best Thing', 'The Day of the Locust', 'Pacific Heights', 'Cold Comfort Farm', 'Yanks', 'Marathon Man', 'A Kind of Loving', 'Honky Tonk Freeway', 'Billy Liar', 'Far from the Madding Crowd', 'Madame Sousatzka', 'The Falcon and the Snowman']]
Predicted Ans:    Marathon Man
Predicted Path:   The Innocent --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Marathon Man
Path (Raw):       The Innocent --[No Operation]--> The Innocent --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Marathon Man
Neg LogProb(↓):   0.488539
Path Entropy(↓):  1.096034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of keep the lights on
Start Entity:     Keep the Lights On
Gold Answer:      [['Love Is Strange', 'Married Life', 'Forty Shades of Blue']]
Predicted Ans:    Keep the Lights On
Predicted Path:   Keep the Lights On --[directed_by]--> Ira Sachs --[(INV) directed_by]--> Keep the Lights On
Path (Raw):       Keep the Lights On --[No Operation]--> Keep the Lights On --[directed_by]--> Ira Sachs --[(INV) directed_by]--> Keep the Lights On
Neg LogProb(↓):   0.912581
Path Entropy(↓):  1.170413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by stuck in love actors
Start Entity:     Stuck in Love
Gold Answer:      [['Robert Graysmith', 'Michael Gerbosi', 'Barbara Benedek', 'Garry Shandling', 'Tom Perrotta', 'Michael Arndt', 'Didier Van Cauwelaert', 'Todd Field', 'Dustin Lance Black', 'Ernest Lehman', 'Jeff Van Wie', 'Alex Proyas', 'Jill Sprecher', 'John Kamps', 'Nicholas Sparks', 'Billy Wilder', 'James L. Brooks', 'Mark Andrus', 'David S. Goyer', 'Charles Williams', 'John Green', 'Dennis Lee', 'Claudia Llosa', 'David Koepp', 'Stacy Chariton', 'Michael France', 'James Schamus', 'Ari Handel', 'John Turman', 'Samuel A. Taylor', 'Jim Henson', 'Dario Argento', 'Hideo Nakata', 'William Dear', 'Charles Baxter', 'Danny Bilson', 'Cecelia Ahern', 'Juliette Towhidi', 'Michael McCullers', 'Paul De Meo', 'Akiva Goldsman', 'Dave Stevens', 'Lem Dobbs', 'Terry Jones', 'Darren Aronofsky', 'Allison Pearson', 'Werner Herzog', 'Keith Samples', 'Tim Garrick', 'Ric Browde', 'Sylvia Nasar', 'Randall Wallace', 'Todd Burpo', 'Lynn Vincent', 'John Hughes', 'David Rayfiel']]
Predicted Ans:    Billy Wilder
Predicted Path:   Stuck in Love --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[written_by]--> Billy Wilder
Path (Raw):       Stuck in Love --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.505302
Path Entropy(↓):  2.049962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of it's a great feeling
Start Entity:     It's a Great Feeling
Gold Answer:      [['Bing Crosby', 'Karen Morley', 'Jack Holt', 'Baby Peggy', 'Bob Hope', 'Anthony Quinn', 'Shirley Temple', 'Doris Day', 'Virginia Mayo', 'Guy Kibbee', 'Bette Davis', 'John Lodge', 'Evelyn Venable', 'Lionel Barrymore', 'Buddy Ebsen', 'Errol Flynn', 'Jim Backus', 'Tab Hunter', 'Dorothy Lamour', 'Eddie Cantor', 'John Boles', 'Alexis Smith', 'James Dunn', 'Stuart Erwin', 'Ray Bolger', 'Patsy Kelly', 'Jack Haley', 'Natalie Wood', 'Kay Kyser']]
Predicted Ans:    Doris Day
Predicted Path:   It's a Great Feeling --[directed_by]--> David Butler --[(INV) directed_by]--> It's a Great Feeling --[starred_actors]--> Doris Day
Path (Raw):       It's a Great Feeling --[directed_by]--> David Butler --[(INV) directed_by]--> It's a Great Feeling --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.632494
Path Entropy(↓):  1.840792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the frighteners
Start Entity:     The Frighteners
Gold Answer:      [['Peter Jackson']]
Predicted Ans:    Peter Jackson
Predicted Path:   The Frighteners --[directed_by]--> Peter Jackson --[(INV) directed_by]--> Heavenly Creatures --[directed_by]--> Peter Jackson
Path (Raw):       The Frighteners --[directed_by]--> Peter Jackson --[(INV) directed_by]--> Heavenly Creatures --[directed_by]--> Peter Jackson
Neg LogProb(↓):   0.050889
Path Entropy(↓):  0.243111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did dorothy dell act in
Start Entity:     Dorothy Dell
Gold Answer:      [['Little Miss Marker']]
Predicted Ans:    King Creole
Predicted Path:   Dorothy Dell --[(INV) starred_actors]--> Little Miss Marker --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole
Path (Raw):       Dorothy Dell --[(INV) starred_actors]--> Little Miss Marker --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole
Neg LogProb(↓):   0.331872
Path Entropy(↓):  0.830606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films starred by caroline dhavernas
Start Entity:     Caroline Dhavernas
Gold Answer:      [['2005', '2009']]
Predicted Ans:    2009
Predicted Path:   Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[release_year]--> 2009
Path (Raw):       Caroline Dhavernas --[No Operation]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[release_year]--> 2009
Neg LogProb(↓):   0.035533
Path Entropy(↓):  0.151412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in better living
Start Entity:     Better Living
Gold Answer:      [['John le Carré', 'Peter Hyams', 'William Wharton', 'Eric Red', 'Tom Stoppard', 'Sarah Polley', 'Robin Moore', 'David Newman', 'Alice Munro', 'Janet McTeer', 'Peter Benchley', 'Gary David Goldberg', 'Thom Fitzgerald', 'Kristian Levring', 'Ernest Tidyman', 'Jacques Deray', 'Robert Benton', 'Sonny Grosso', 'Patrick Sheane Duncan', 'Arthur C. Clarke', 'William Goldman', 'Elmore Leonard', 'Carl Gottlieb', 'John Patrick Shanley']]
Predicted Ans:    William Goldman
Predicted Path:   Better Living --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Path (Raw):       Better Living --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Neg LogProb(↓):   0.531033
Path Entropy(↓):  0.710271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in northfork
Start Entity:     Northfork
Gold Answer:      [['French', 'Icelandic', 'English', 'Italian', 'German']]
Predicted Ans:    Icelandic
Predicted Path:   Northfork --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Path (Raw):       Northfork --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.000467
Path Entropy(↓):  0.004140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with off limits were released in which years
Start Entity:     Off Limits
Gold Answer:      [['1996', '1990']]
Predicted Ans:    1996
Predicted Path:   Off Limits --[written_by]--> Christopher Crowe --[(INV) written_by]--> Fear --[release_year]--> 1996
Path (Raw):       Off Limits --[written_by]--> Christopher Crowe --[(INV) written_by]--> Fear --[release_year]--> 1996
Neg LogProb(↓):   0.566161
Path Entropy(↓):  0.685792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie backlash were in which genres
Start Entity:     Backlash
Gold Answer:      [['Western', 'Adventure', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Backlash --[written_by]--> Borden Chase --[(INV) written_by]--> The Far Country --[has_genre]--> Adventure
Path (Raw):       Backlash --[written_by]--> Borden Chase --[(INV) written_by]--> The Far Country --[has_genre]--> Adventure
Neg LogProb(↓):   1.096734
Path Entropy(↓):  1.505739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of gary devore written movies
Start Entity:     Gary DeVore
Gold Answer:      [['Wayne Kramer', 'Paul Glickler', 'Peter Hyams']]
Predicted Ans:    Wayne Kramer
Predicted Path:   Gary DeVore --[(INV) written_by]--> Running Scared --[directed_by]--> Wayne Kramer
Path (Raw):       Gary DeVore --[No Operation]--> Gary DeVore --[(INV) written_by]--> Running Scared --[directed_by]--> Wayne Kramer
Neg LogProb(↓):   0.635414
Path Entropy(↓):  0.713296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the glass house
Start Entity:     The Glass House
Gold Answer:      [['Walter Hill', 'Jerry Belson', 'James Foley', 'Nikolai Gogol', 'Jayce Bartok', 'Waldo Salt', 'Frances Mayes', 'Dashiell Hammett', 'Aimee Lagos', 'Jerry Siegel', 'Larry Gross', 'Julie Davis', 'Bob Rafelson', 'Jack Nicholson', 'Kjell Grede', 'Oscar Saul', 'Jeffrey Kramer', 'Ernest Lehman', 'Bob Nelson', 'Richard Maibaum', 'Kaylie Jones', 'Cyril Hume', 'J.D. Zeik', 'David Mamet', 'Nicholas Sparks', 'Hans Petter Moland', 'David S. Goyer', 'Åke Sandgren', 'Nancy Dowd', 'Roland Schütt', 'Ben Affleck', 'William Broyles Jr.', 'Baz Luhrmann', 'Bob Brooks', 'F. Scott Fitzgerald', 'Jerzy Kawalerowicz', 'Ronald Harwood', 'Jim Thompson', 'Owen Davis', 'Gary David Goldberg', 'Claire Cook', 'Tennessee Williams', 'Catherine Johnson', 'Robert C. Jones', 'Francis Ford Coppola', 'Eric Lomax', 'William Dale Jennings', 'Matt Damon', 'Allan Burns', 'Michael Seitzman', 'Hans Alfredson', 'Dana Olsen', 'Victor Canning', 'Irving Ravetch', 'Steven Gould', 'Thomas Harris', 'Audrey Wells', 'Steve Barancik', 'Jason Miller', 'Thomas Babe', 'Clay Tarver', 'Elmore Leonard', 'Akira Kurosawa', 'Ennio De Concini', 'Mario Serandrei', 'Alvin Sargent', 'Zafar Hai', 'William Kennedy', 'Dirk Wittenborn', 'Claude Chabrol', 'Dexter Fletcher', 'Stacy Cochran', 'Jeremy Larner', 'James Ivory', 'Ruth Prawer Jhabvala', 'Sebastian Junger']]
Predicted Ans:    Tennessee Williams
Predicted Path:   The Glass House --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       The Glass House --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   2.065737
Path Entropy(↓):  3.117900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie goodbye charlie are written by who
Start Entity:     Goodbye Charlie
Gold Answer:      [['Nikolai Gogol', 'Joseph Stone', 'Gerold Frank', 'Sam Hellman', 'Helen Deutsch', 'Richard Siddoway', 'Paddy Chayefsky', 'Richard Emery Roberts', 'Ira Wallach', 'Ernest Lehman', 'Robert Kaufman', 'Clifford Odets', 'Blake Edwards', 'Norman Panama', 'Alex Gottlieb', 'Gladys Lehman', 'Billy Wilder', 'Max Shulman', 'Cid Ricketts Sumner', 'Robert Paul Smith', 'Gore Vidal', 'F. Scott Fitzgerald', 'Richard Morris', 'Elie Samaha', 'Nedrick Young', 'Leo Rosten', 'William R. Lipman', 'Damon Runyon', 'Helen Gurley Brown', 'Steve Fisher', 'Maurice Richlin', 'Graham Masterton', 'Norman Lear', 'Harold Jacob Smith', 'Arthur A. Ross', 'Walter Bernstein', 'Mae West', 'Max Catto', 'Paul King', 'Stanley Shapiro', 'Melvin Frank', 'William Roberts', "Liam O'Brien", 'Harold Pinter', 'Leo Gordon', 'Herbert Baker', 'Edison Marshall']]
Predicted Ans:    Norman Lear
Predicted Path:   Goodbye Charlie --[starred_actors]--> Debbie Reynolds --[(INV) starred_actors]--> Divorce American Style --[written_by]--> Norman Lear
Path (Raw):       Goodbye Charlie --[starred_actors]--> Debbie Reynolds --[(INV) starred_actors]--> Divorce American Style --[written_by]--> Norman Lear
Neg LogProb(↓):   0.735325
Path Entropy(↓):  1.548813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by bob saget were released in which years
Start Entity:     Bob Saget
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Bob Saget --[(INV) directed_by]--> Dirty Work --[release_year]--> 1998
Path (Raw):       Bob Saget --[No Operation]--> Bob Saget --[(INV) directed_by]--> Dirty Work --[release_year]--> 1998
Neg LogProb(↓):   0.008534
Path Entropy(↓):  0.048992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe wide awake
Start Entity:     Wide Awake
Gold Answer:      [['joseph cross', 'm. night shyamalan', "rosie o'donnell"]]
Predicted Ans:    rosie o'donnell
Predicted Path:   Wide Awake --[has_tags]--> rosie o'donnell --[(INV) has_tags]--> Wide Awake --[has_tags]--> rosie o'donnell
Path (Raw):       Wide Awake --[has_tags]--> rosie o'donnell --[(INV) has_tags]--> Wide Awake --[has_tags]--> rosie o'donnell
Neg LogProb(↓):   0.044605
Path Entropy(↓):  0.212989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the ladies man
Start Entity:     The Ladies Man
Gold Answer:      [['Jerry Lewis']]
Predicted Ans:    Jerry Lewis
Predicted Path:   The Ladies Man --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> The Errand Boy --[directed_by]--> Jerry Lewis
Path (Raw):       The Ladies Man --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> The Errand Boy --[directed_by]--> Jerry Lewis
Neg LogProb(↓):   0.692017
Path Entropy(↓):  1.096112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jane anderson were in which genres
Start Entity:     Jane Anderson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jane Anderson --[(INV) directed_by]--> Normal --[has_genre]--> Drama
Path (Raw):       Jane Anderson --[No Operation]--> Jane Anderson --[(INV) directed_by]--> Normal --[has_genre]--> Drama
Neg LogProb(↓):   0.001498
Path Entropy(↓):  0.011573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the long goodbye fall under
Start Entity:     The Long Goodbye
Gold Answer:      [['Music', 'Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   The Long Goodbye --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[has_genre]--> Mystery
Path (Raw):       The Long Goodbye --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[has_genre]--> Mystery
Neg LogProb(↓):   0.118452
Path Entropy(↓):  0.505770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by tina fey
Start Entity:     Tina Fey
Gold Answer:      [['Shawn Levy', 'Mark Waters', 'James Bobin', 'Paul Weitz', 'Michael McCullers', 'Tom McGrath']]
Predicted Ans:    Mark Waters
Predicted Path:   Tina Fey --[(INV) starred_actors]--> Mean Girls --[directed_by]--> Mark Waters
Path (Raw):       Tina Fey --[No Operation]--> Tina Fey --[(INV) starred_actors]--> Mean Girls --[directed_by]--> Mark Waters
Neg LogProb(↓):   0.000695
Path Entropy(↓):  0.006495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film mchale's navy are directed by who
Start Entity:     McHale's Navy
Gold Answer:      [['Jessy Terrero', 'Damian Harris', 'Dax Shepard', 'Brandon Beckner', 'Ron Oliver', 'Steve Miner', 'David Palmer', 'Chris Columbus', 'Arthur Hiller']]
Predicted Ans:    Chris Columbus
Predicted Path:   McHale's Navy --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Nine Months --[directed_by]--> Chris Columbus
Path (Raw):       McHale's Navy --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Nine Months --[directed_by]--> Chris Columbus
Neg LogProb(↓):   0.907096
Path Entropy(↓):  1.154544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by bendt rothe were in which languages
Start Entity:     Bendt Rothe
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Bendt Rothe --[(INV) starred_actors]--> Gertrud --[in_language]--> Danish
Path (Raw):       Bendt Rothe --[No Operation]--> Bendt Rothe --[(INV) starred_actors]--> Gertrud --[in_language]--> Danish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the perfect score
Start Entity:     The Perfect Score
Gold Answer:      [['A Short History of Decay', "What's Your Number?", 'The Black Dahlia', 'Lost in Translation', 'Nobel Son', 'In Good Company', 'The Iceman', 'Lucy', 'The Island', 'The Avengers', 'Iron Man 2', 'Puncture', 'Don Jon', 'Street Kings', 'Snowpiercer', 'Under the Skin', 'London', 'The Nanny Diaries', 'Vicky Cristina Barcelona', 'An American Rhapsody', 'TMNT', 'Prime', 'Bride Wars', 'Fierce People', 'Girl with a Pearl Earring']]
Predicted Ans:    An American Rhapsody
Predicted Path:   The Perfect Score --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> An American Rhapsody
Path (Raw):       The Perfect Score --[No Operation]--> The Perfect Score --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> An American Rhapsody
Neg LogProb(↓):   0.811151
Path Entropy(↓):  1.804628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the story of ruth
Start Entity:     The Story of Ruth
Gold Answer:      [['1946', '1954', '1936', '1941', '1963', '1939', '1957', '1951', '2004', '1953', '1947', '1990', '1996', '1955', '1962', '1949', '1966', '1950', '1952', '1965', '1937']]
Predicted Ans:    1939
Predicted Path:   The Story of Ruth --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Path (Raw):       The Story of Ruth --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Neg LogProb(↓):   0.701135
Path Entropy(↓):  1.942965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by a matter of loaf and death writers
Start Entity:     A Matter of Loaf and Death
Gold Answer:      [['Animation', 'Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   A Matter of Loaf and Death --[written_by]--> Nick Park --[(INV) written_by]--> Chicken Run --[has_genre]--> Comedy
Path (Raw):       A Matter of Loaf and Death --[written_by]--> Nick Park --[(INV) written_by]--> Chicken Run --[has_genre]--> Comedy
Neg LogProb(↓):   0.187411
Path Entropy(↓):  0.529830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie twisted
Start Entity:     Twisted
Gold Answer:      [['John Gatins', 'Philip Ridley', 'Carlo Carlei', 'James Herbert', 'David Soren', 'Richard Price', 'Dashiell Hammett', 'Aimee Lagos', 'Noam Dromi', 'Tracy Letts', 'Michael Crichton', 'Bob Saget', 'Stephen Carpenter', 'Margaret Oberman', 'David Klass', 'Paul Thomas Anderson', 'Thomas Berger', 'Karen Janszen', 'Quentin Tarantino', 'Peter A. Dowling', 'Veronica Roth', 'Chris Fisher', 'Michael Bortman', 'J.R. Moehringer', 'Joey Lauren Adams', 'Rod Serling', 'Charles Lederer', 'Eleazar Lipsky', 'Grace Cary Bickley', 'Vanessa Taylor', 'John Boorman', 'Irving Wallace', 'Jim Piddock', 'John Irving', 'Gene Quintano', 'Cormac McCarthy', 'Charles Martin Smith', 'Stephan Elliott', 'James Patterson', 'John Grisham', 'Ernest Tidyman', 'Ann Peacock', 'Antjie Krog', 'Joseph Finder', 'John Singleton', 'Mark Schwahn', 'John Heffernan', 'Shane Black', 'Yuri Zeltser', 'David Dalessandro', 'Mark Steven Johnson', 'David Loughery', 'Evan Daugherty', 'Sandra Nettelbeck', 'John Patrick Kelley', 'Steve Barancik', 'Kasi Lemmons', 'Craig Brewer', 'Elmore Leonard', 'Allison Burnett', 'George Dawes Green', 'Ben Hecht', 'M. Night Shyamalan', 'Marc Behm', 'Howard Korder', 'William Castle', 'Thomas Page', 'Keith Scholey', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Philip Ridley
Predicted Path:   Twisted --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[written_by]--> Philip Ridley
Path (Raw):       Twisted --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[written_by]--> Philip Ridley
Neg LogProb(↓):   0.234058
Path Entropy(↓):  0.771960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film confession are written by who
Start Entity:     Confession
Gold Answer:      [['Seton I. Miller', 'Bessie Breuer', 'Edward Chodorov', 'John Fusco', 'Hugh Walpole', "Eugene O'Neill", 'Johnston McCulley', 'Dudley Nichols', 'John C. Higgins', 'Casey Robinson', 'Gerald Drayson Adams', 'Rafael Sabatini', 'William Shakespeare', 'Preston Sturges', 'Michael Hoffman', 'John Monk Saunders', 'Norman Panama', 'Bertram Bloch', 'Justin Huntly McCarthy', 'Ladislas Fodor', 'Curtis Harrington', 'Norman Reilly Raine', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Stephan Elliott', 'Lynn Riggs', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Peter Cook', 'Robert Hichens', 'Shonda Rhimes', 'Dudley Moore', 'Sidney Howard', 'Melvin Frank', 'William Gillette', 'Arthur Conan Doyle', 'Brian De Palma', 'Howard Hawks']]
Predicted Ans:    John Monk Saunders
Predicted Path:   Confession --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> John Monk Saunders
Path (Raw):       Confession --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> John Monk Saunders
Neg LogProb(↓):   1.295048
Path Entropy(↓):  1.818790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of free men
Start Entity:     Free Men
Gold Answer:      [['Ismaël Ferroukhi']]
Predicted Ans:    Ismaël Ferroukhi
Predicted Path:   Free Men --[written_by]--> Ismaël Ferroukhi --[(INV) written_by]--> Free Men --[written_by]--> Ismaël Ferroukhi
Path (Raw):       Free Men --[written_by]--> Ismaël Ferroukhi --[(INV) written_by]--> Free Men --[written_by]--> Ismaël Ferroukhi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film terminal velocity are directed by who
Start Entity:     Terminal Velocity
Gold Answer:      [['Robert Wise', 'Les Mayfield', 'George Armitage', 'Stephen Herek', 'Emilio Estevez', 'Clint Eastwood', 'Ivan Reitman', 'David S. Ward', 'John Milius', 'Preston Sturges', 'Roman Coppola', 'James Toback', 'Ethan Coen', 'Roman Polanski', 'David Seltzer', 'Oliver Stone', 'Brant Sersen', 'Martin Sheen', 'Michael Mazo', 'Michaël R. Roskam', 'Jacques Tourneur', 'Paul Sabella', 'Wim Wenders', 'Larry Leker', 'Hugh Hudson', 'Francis Ford Coppola', 'Christopher Cain', 'Dan Bradley', 'Jim Abrahams', 'Howard Zieff', 'Paul Schrader', 'Peter Werner', 'Mike Mitchell', 'Marcus Dunstan', 'Richard Lester', 'Brett Ratner', 'George P. Cosmatos', 'Sidney Lumet', 'John Lee Hancock', 'Craig Mazin', 'Arthur Penn', 'Éva Gárdos', 'Rod Lurie', 'Craig R. Baxley', 'Jake Scott', 'David Twohy', 'Robert Pulcini', 'Shari Springer Berman', 'Mike Figgis', 'Nick Cassavetes']]
Predicted Ans:    Deran Sarafian
Predicted Path:   Terminal Velocity --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       Terminal Velocity --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   0.741241
Path Entropy(↓):  1.499515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in rapture - palooza
Start Entity:     Rapture-Palooza
Gold Answer:      [['Jake Kasdan', 'Joe Swanberg', 'Daniel Barnz', 'Lake Bell', 'James Lapine', 'Marjane Satrapi', 'Thomas Lennon', 'Jeffrey Blitz', 'Steve Pink', 'Cal Brunker', 'Jonathan Levine', 'Jason Moore', 'Nisha Ganatra', 'Rob Marshall', 'Robert Ben Garant', 'Todd Louiso']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Rapture-Palooza --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Path (Raw):       Rapture-Palooza --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Neg LogProb(↓):   1.059526
Path Entropy(↓):  1.897088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in twin falls idaho
Start Entity:     Twin Falls Idaho
Gold Answer:      [['Mark Polish', 'Michael Polish']]
Predicted Ans:    Mark Polish
Predicted Path:   Twin Falls Idaho --[starred_actors]--> Mark Polish --[(INV) starred_actors]--> Twin Falls Idaho --[starred_actors]--> Mark Polish
Path (Raw):       Twin Falls Idaho --[starred_actors]--> Mark Polish --[(INV) starred_actors]--> Twin Falls Idaho --[starred_actors]--> Mark Polish
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000211
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with enrico medioli
Start Entity:     Enrico Medioli
Gold Answer:      [['Lea Tafuri']]
Predicted Ans:    Enrico Medioli
Predicted Path:   Enrico Medioli --[(INV) written_by]--> Coco Chanel --[written_by]--> Enrico Medioli
Path (Raw):       Enrico Medioli --[No Operation]--> Enrico Medioli --[(INV) written_by]--> Coco Chanel --[written_by]--> Enrico Medioli
Neg LogProb(↓):   0.021723
Path Entropy(↓):  0.103779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of saw ii
Start Entity:     Saw II
Gold Answer:      [['Saw IV', 'Repo! The Genetic Opera', 'Saw III', "The Devil's Carnival", '11-11-11', 'The Barrens']]
Predicted Ans:    Saw II
Predicted Path:   Saw II --[directed_by]--> Darren Lynn Bousman --[(INV) directed_by]--> Saw II
Path (Raw):       Saw II --[No Operation]--> Saw II --[directed_by]--> Darren Lynn Bousman --[(INV) directed_by]--> Saw II
Neg LogProb(↓):   0.860773
Path Entropy(↓):  1.263283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movie did sylvia thalberg write
Start Entity:     Sylvia Thalberg
Gold Answer:      [['Now and Forever']]
Predicted Ans:    Now and Forever
Predicted Path:   Sylvia Thalberg --[(INV) written_by]--> Now and Forever --[written_by]--> Melville Baker --[(INV) written_by]--> Now and Forever
Path (Raw):       Sylvia Thalberg --[(INV) written_by]--> Now and Forever --[written_by]--> Melville Baker --[(INV) written_by]--> Now and Forever
Neg LogProb(↓):   0.048093
Path Entropy(↓):  0.226785
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film downloading nancy
Start Entity:     Downloading Nancy
Gold Answer:      [['Denis Villeneuve', 'John Lee Hancock', 'Ron Howard', 'Guy Maddin', 'Michael Mayer', 'James Foley', 'John Carpenter', 'Udayan Prasad', 'Oliver Stone', 'John Wayne', 'Paul Haggis', 'David Veloz', 'Brian Helgeland', 'John Singleton', 'Lili Fini Zanuck', 'John Duigan', 'Will Canon', 'John Badham']]
Predicted Ans:    John Wayne
Predicted Path:   Downloading Nancy --[starred_actors]--> Jason Patric --[(INV) starred_actors]--> The Alamo --[directed_by]--> John Wayne
Path (Raw):       Downloading Nancy --[starred_actors]--> Jason Patric --[(INV) starred_actors]--> The Alamo --[directed_by]--> John Wayne
Neg LogProb(↓):   0.030180
Path Entropy(↓):  0.162023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the family
Start Entity:     The Family
Gold Answer:      [['1988', '1997', '2001', '2003', '2005', '2010', '1982', '2006', '1985', '2014', '1981', '1974', '2011', '1977']]
Predicted Ans:    1997
Predicted Path:   The Family --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       The Family --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   0.416258
Path Entropy(↓):  0.970707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of villa amalia
Start Entity:     Villa Amalia
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Villa Amalia --[release_year]--> 2009 --[(INV) release_year]--> That Evening Sun --[release_year]--> 2009
Path (Raw):       Villa Amalia --[release_year]--> 2009 --[(INV) release_year]--> That Evening Sun --[release_year]--> 2009
Neg LogProb(↓):   3.506230
Path Entropy(↓):  4.632916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the last house on the left
Start Entity:     The Last House on the Left
Gold Answer:      [['rape', 'remade']]
Predicted Ans:    dennis iliadis
Predicted Path:   The Last House on the Left --[has_tags]--> dennis iliadis --[(INV) has_tags]--> The Last House on the Left --[has_tags]--> dennis iliadis
Path (Raw):       The Last House on the Left --[has_tags]--> dennis iliadis --[(INV) has_tags]--> The Last House on the Left --[has_tags]--> dennis iliadis
Neg LogProb(↓):   0.011700
Path Entropy(↓):  0.080238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre of movie is charlie chan's murder cruise
Start Entity:     Charlie Chan's Murder Cruise
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Charlie Chan's Murder Cruise --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       Charlie Chan's Murder Cruise --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.368493
Path Entropy(↓):  0.916047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of 30 days of night
Start Entity:     30 Days of Night
Gold Answer:      [['Thriller']]
Predicted Ans:    Horror
Predicted Path:   30 Days of Night --[directed_by]--> David Slade --[(INV) directed_by]--> 30 Days of Night --[has_genre]--> Horror
Path (Raw):       30 Days of Night --[directed_by]--> David Slade --[(INV) directed_by]--> 30 Days of Night --[has_genre]--> Horror
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by jim harrison starred which actors
Start Entity:     Jim Harrison
Gold Answer:      [['Amy Locane', 'Aidan Quinn', 'Anthony Quinn', 'Madeleine Stowe', 'James Spader', 'Brad Pitt', 'Kate Nelligan', 'Michelle Pfeiffer', 'Kevin Costner', 'Dennis Hopper', 'Julia Ormond', 'Amy Irving', 'Anthony Hopkins', 'Jack Nicholson']]
Predicted Ans:    Brad Pitt
Predicted Path:   Jim Harrison --[(INV) written_by]--> Legends of the Fall --[starred_actors]--> Brad Pitt
Path (Raw):       Jim Harrison --[No Operation]--> Jim Harrison --[(INV) written_by]--> Legends of the Fall --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.309094
Path Entropy(↓):  0.895330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with george montgomery
Start Entity:     George Montgomery
Gold Answer:      [['Conrad Janis', 'The Glenn Miller Orchestra', 'Adolphe Menjou', 'Nancy Guild', 'Ginger Rogers', 'Glenn Miller', 'Ann Rutherford']]
Predicted Ans:    George Montgomery
Predicted Path:   George Montgomery --[(INV) starred_actors]--> The Brasher Doubloon --[starred_actors]--> George Montgomery
Path (Raw):       George Montgomery --[No Operation]--> George Montgomery --[(INV) starred_actors]--> The Brasher Doubloon --[starred_actors]--> George Montgomery
Neg LogProb(↓):   0.003501
Path Entropy(↓):  0.024649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of roger daltrey starred movies
Start Entity:     Roger Daltrey
Gold Answer:      [['1998', '1999', '1975']]
Predicted Ans:    1975
Predicted Path:   Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[release_year]--> 1975
Path (Raw):       Roger Daltrey --[No Operation]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[release_year]--> 1975
Neg LogProb(↓):   0.032093
Path Entropy(↓):  0.170725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by redirected actors
Start Entity:     Redirected
Gold Answer:      [['Anthony Hickox', 'Marcus Warren', 'Scott Wiper', 'Barry Skolnick', 'Giorgio Serafini', 'Shawn Sourgose', 'Sean Stanek', 'Andy Fickman', 'Ryan Little', 'Charlie Picerni']]
Predicted Ans:    Ryan Little
Predicted Path:   Redirected --[starred_actors]--> Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons --[directed_by]--> Ryan Little
Path (Raw):       Redirected --[starred_actors]--> Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons --[directed_by]--> Ryan Little
Neg LogProb(↓):   0.451611
Path Entropy(↓):  0.885908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of american gangster
Start Entity:     American Gangster
Gold Answer:      [['Cormac McCarthy', 'Thomas Harris', 'Douglas Fairbanks', 'Eric Garcia', 'William Monahan', 'Jon Spaihts', 'Joseph Conrad', 'Mark Bowden', 'David Ignatius', "Dan O'Bannon", 'Philip K. Dick', 'Peter Mayle', 'Hampton Fancher', 'Damon Lindelof', 'Ronald Shusett']]
Predicted Ans:    Steven Zaillian
Predicted Path:   American Gangster --[written_by]--> Steven Zaillian --[(INV) directed_by]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Path (Raw):       American Gangster --[written_by]--> Steven Zaillian --[(INV) directed_by]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Neg LogProb(↓):   0.317542
Path Entropy(↓):  0.812886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of snow white and the huntsman were directed by who
Start Entity:     Snow White and the Huntsman
Gold Answer:      [['Michael Winterbottom', 'Mark Steven Johnson', 'John Lee Hancock', 'Iain Softley', 'Nicolas Winding Refn', 'John Wayne', 'Hossein Amini', 'Neil Burger']]
Predicted Ans:    Hossein Amini
Predicted Path:   Snow White and the Huntsman --[written_by]--> Hossein Amini --[(INV) written_by]--> The Two Faces of January --[directed_by]--> Hossein Amini
Path (Raw):       Snow White and the Huntsman --[written_by]--> Hossein Amini --[(INV) written_by]--> The Two Faces of January --[directed_by]--> Hossein Amini
Neg LogProb(↓):   0.236471
Path Entropy(↓):  0.763119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by edward peple
Start Entity:     Edward Peple
Gold Answer:      [['David Butler']]
Predicted Ans:    David Butler
Predicted Path:   Edward Peple --[(INV) written_by]--> The Littlest Rebel --[directed_by]--> David Butler
Path (Raw):       Edward Peple --[No Operation]--> Edward Peple --[(INV) written_by]--> The Littlest Rebel --[directed_by]--> David Butler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did mel harris act in
Start Entity:     Mel Harris
Gold Answer:      [["Hangman's Curse", 'Child of Rage', 'K-9', "Cameron's Closet", 'Suture']]
Predicted Ans:    K-911
Predicted Path:   Mel Harris --[(INV) starred_actors]--> K-9 --[starred_actors]--> James Belushi --[(INV) starred_actors]--> K-911
Path (Raw):       Mel Harris --[(INV) starred_actors]--> K-9 --[starred_actors]--> James Belushi --[(INV) starred_actors]--> K-911
Neg LogProb(↓):   0.660081
Path Entropy(↓):  1.071539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in girl with green eyes
Start Entity:     Girl with Green Eyes
Gold Answer:      [['Michael Goldenberg', 'Larry Kramer', 'Paul Fierlinger', 'Paddy Chayefsky', 'Sandra Fierlinger', 'George Melly', 'J.M. Barrie', 'Margaret Forster', 'Penelope Mortimer', 'Penelope Gilliatt', 'Bill Condon', 'Christopher Bram', 'Kathryn Hulme', 'Robert Riskin', 'Karl Tunberg', 'Thomas Hardy', 'Harold Pinter', 'Robert Thom', 'James Hilton', 'Don Boyd', 'Nick Davies', 'Ken Hughes', 'Montgomery Hyde', 'John Furnell']]
Predicted Ans:    Larry Kramer
Predicted Path:   Girl with Green Eyes --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[written_by]--> Larry Kramer
Path (Raw):       Girl with Green Eyes --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[written_by]--> Larry Kramer
Neg LogProb(↓):   0.500202
Path Entropy(↓):  0.830170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed hard boiled
Start Entity:     Hard Boiled
Gold Answer:      [['1998', '1997', '2008', '1950', '1990', '2003', '1989', '1993', '1991', '1996', '2002', '1979', '1986']]
Predicted Ans:    1989
Predicted Path:   Hard Boiled --[directed_by]--> John Woo --[(INV) directed_by]--> The Killer --[release_year]--> 1989
Path (Raw):       Hard Boiled --[directed_by]--> John Woo --[(INV) directed_by]--> The Killer --[release_year]--> 1989
Neg LogProb(↓):   1.497690
Path Entropy(↓):  2.194119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by shelly cole
Start Entity:     Shelly Cole
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Shelly Cole --[(INV) starred_actors]--> The Village Barbershop --[release_year]--> 2008
Path (Raw):       Shelly Cole --[No Operation]--> Shelly Cole --[(INV) starred_actors]--> The Village Barbershop --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of first sunday
Start Entity:     First Sunday
Gold Answer:      [['Taye Diggs', 'Derek Luke', 'Paula Patton']]
Predicted Ans:    Ice Cube
Predicted Path:   First Sunday --[directed_by]--> David E. Talbert --[(INV) directed_by]--> First Sunday --[starred_actors]--> Ice Cube
Path (Raw):       First Sunday --[directed_by]--> David E. Talbert --[(INV) directed_by]--> First Sunday --[starred_actors]--> Ice Cube
Neg LogProb(↓):   0.013963
Path Entropy(↓):  0.079711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor stacy haiduk co - starred with who
Start Entity:     Stacy Haiduk
Gold Answer:      [['Edward Terry', 'Joan Roth']]
Predicted Ans:    Edward Terry
Predicted Path:   Stacy Haiduk --[(INV) starred_actors]--> Luther the Geek --[starred_actors]--> Edward Terry
Path (Raw):       Stacy Haiduk --[No Operation]--> Stacy Haiduk --[(INV) starred_actors]--> Luther the Geek --[starred_actors]--> Edward Terry
Neg LogProb(↓):   0.000659
Path Entropy(↓):  0.005831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the death of a salesman director
Start Entity:     Death of a Salesman
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Death of a Salesman --[directed_by]--> Volker Schlöndorff --[(INV) directed_by]--> Voyager --[in_language]--> English
Path (Raw):       Death of a Salesman --[directed_by]--> Volker Schlöndorff --[(INV) directed_by]--> Voyager --[in_language]--> English
Neg LogProb(↓):   0.159804
Path Entropy(↓):  0.419540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie one hour with you
Start Entity:     One Hour with You
Gold Answer:      [['Patrick Hamilton', 'Franco Zeffirelli', 'John Van Druten', 'Robert Hardy Andrews', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'Alan Campbell', 'Miklós László', 'John Patrick', 'Edwin Justus Mayer', 'Arnold Schulman', 'Ernst Lubitsch', 'Samson Raphaelson', 'Ernest Vajda', 'Donald Ogden Stewart', 'Reginald Berkeley', 'Maurice Rostand', 'Neil Jordan', 'Herman J. Mankiewicz', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Vittorio Nino Novarese', 'Louisa May Alcott', 'Sarah Y. Mason', 'Hans Müller', 'Leopold Jacobson', 'Anita Loos', 'Wyatt Cooper', 'Grant Stuart', 'Gene Allen', 'Ben Hecht', 'Robert Morley', 'Viktor Léon', 'Leo Stein', 'Hugh Wheeler', 'Rowland Brown', 'George Bernard Shaw', 'Don Mankiewicz', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Harry Segall', 'Carlos Saura', 'Warren Beatty', 'Billy Wilder', 'Charles Brackett', 'Victorien Sardou', 'Melchior Lengyel', 'Walter Reisch', 'Sonya Levien', 'John Masters', 'Hal Kanter', 'Alan Jay Lerner', 'Sidney Howard', 'Margaret Mitchell', 'Graham Greene', 'Victor Heerman', 'Margery Sharp', 'Elizabeth Reinhardt', 'James Hilton', 'Joseph L. Mankiewicz', 'Thomas Bezucha', 'Hugh Walpole', 'Guy Bolton', 'Talbot Jennings', 'William Shakespeare', 'Philip Barry', 'Gene Fowler', 'Adela Rogers St. Johns', 'Samuel Hoffenstein', 'Ben Markson', 'Sidney Buchman', 'Irving Wallace', 'Edna Ferber', 'Ivan Moffat', 'Robin Swicord', 'Francis de Croisset', 'Douglas McGrath', 'Jay Presson Allen', 'Booth Tarkington', 'Marion Parsonnet', 'Vera Caspary', 'Andrew Solt', 'Garson Kanin', 'Ruth Gordon', 'Gerald Ayres', 'Elizabeth Taylor', 'Thomas Meehan', 'Ronny Graham', 'Albert Mannheimer', 'Charles Dickens', 'Howard Estabrook', 'Jules Chancel', 'Leon Xanrof', 'Henri Meilhac', 'Ludovic Halévy', 'Noel Langley', 'Francesco Rosi', 'Moss Hart', 'Compton MacKenzie', 'George S. Kaufman', 'Oscar Wilde', 'Norman Krasna', 'Charles Martin', 'Frances Marion', 'Prosper Mérimée']]
Predicted Ans:    Guy Bolton
Predicted Path:   One Hour with You --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[written_by]--> Guy Bolton
Path (Raw):       One Hour with You --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[written_by]--> Guy Bolton
Neg LogProb(↓):   0.895414
Path Entropy(↓):  1.384274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did peggie castle act in
Start Entity:     Peggie Castle
Gold Answer:      [['Beginning of the End']]
Predicted Ans:    The Five Man Army
Predicted Path:   Peggie Castle --[(INV) starred_actors]--> Beginning of the End --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> The Five Man Army
Path (Raw):       Peggie Castle --[(INV) starred_actors]--> Beginning of the End --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> The Five Man Army
Neg LogProb(↓):   0.025277
Path Entropy(↓):  0.127452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer erich hoeber
Start Entity:     Erich Hoeber
Gold Answer:      [['Errol Flynn', 'Robbie Coltrane', 'Kyra Sedgwick', 'Robin Tunney']]
Predicted Ans:    Errol Flynn
Predicted Path:   Erich Hoeber --[(INV) written_by]--> Montana --[starred_actors]--> Errol Flynn
Path (Raw):       Erich Hoeber --[No Operation]--> Erich Hoeber --[(INV) written_by]--> Montana --[starred_actors]--> Errol Flynn
Neg LogProb(↓):   0.543472
Path Entropy(↓):  0.707351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by timothy wayne folsome
Start Entity:     Timothy Wayne Folsome
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Timothy Wayne Folsome --[(INV) directed_by]--> Uninvited Guest --[release_year]--> 1999
Path (Raw):       Timothy Wayne Folsome --[No Operation]--> Timothy Wayne Folsome --[(INV) directed_by]--> Uninvited Guest --[release_year]--> 1999
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was tears of april released
Start Entity:     Tears of April
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Tears of April --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Tears of April --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.042974
Path Entropy(↓):  4.384371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is frankenweenie about
Start Entity:     Frankenweenie
Gold Answer:      [['tim burton', 'frankenstein', 'black and white', 'animated', '3d', 'homage']]
Predicted Ans:    cars
Predicted Path:   Frankenweenie --[has_tags]--> homage --[(INV) has_tags]--> Death Proof --[has_tags]--> cars
Path (Raw):       Frankenweenie --[has_tags]--> homage --[(INV) has_tags]--> Death Proof --[has_tags]--> cars
Neg LogProb(↓):   0.003768
Path Entropy(↓):  0.026234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred together with thomas dekker
Start Entity:     Thomas Dekker
Gold Answer:      [['Mira Sorvino', 'Haley Bennett']]
Predicted Ans:    Mira Sorvino
Predicted Path:   Thomas Dekker --[(INV) starred_actors]--> Angels Crest --[starred_actors]--> Mira Sorvino
Path (Raw):       Thomas Dekker --[No Operation]--> Thomas Dekker --[(INV) starred_actors]--> Angels Crest --[starred_actors]--> Mira Sorvino
Neg LogProb(↓):   0.000893
Path Entropy(↓):  0.007398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in yannis smaragdis directed films
Start Entity:     Yannis Smaragdis
Gold Answer:      [['Greek', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Yannis Smaragdis --[(INV) written_by]--> El Greco --[in_language]--> Spanish
Path (Raw):       Yannis Smaragdis --[No Operation]--> Yannis Smaragdis --[(INV) written_by]--> El Greco --[in_language]--> Spanish
Neg LogProb(↓):   0.079135
Path Entropy(↓):  0.302460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by charles perrault
Start Entity:     Charles Perrault
Gold Answer:      [['Zach Galifianakis', 'Richard Burton', 'Salma Hayek', 'Billy Bob Thornton', 'Catherine Deneuve', 'Lily James', 'Cate Blanchett', 'Bernadette Peters', 'Antonio Banderas', 'John Carradine', 'Raquel Welch', 'Richard Madden', 'Jean Marais', 'Emily Browning', 'Mary Pickford', 'Helena Bonham Carter']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Charles Perrault --[(INV) written_by]--> Donkey Skin --[starred_actors]--> Catherine Deneuve
Path (Raw):       Charles Perrault --[No Operation]--> Charles Perrault --[(INV) written_by]--> Donkey Skin --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.001058
Path Entropy(↓):  0.009697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the eighth day written by
Start Entity:     The Eighth Day
Gold Answer:      [['Jaco Van Dormael']]
Predicted Ans:    Jaco Van Dormael
Predicted Path:   The Eighth Day --[written_by]--> Jaco Van Dormael --[(INV) written_by]--> The Eighth Day --[written_by]--> Jaco Van Dormael
Path (Raw):       The Eighth Day --[written_by]--> Jaco Van Dormael --[(INV) written_by]--> The Eighth Day --[written_by]--> Jaco Van Dormael
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000555
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of ro. go. pa. g.
Start Entity:     Ro.Go.Pa.G.
Gold Answer:      [['1946', '1954', '1967', '1974', '1968', '1963', '1972', '1971', '1942', '1961', '1962', '1988', '1964', '1975', '1966', '1950', '1945', '1969', '1952']]
Predicted Ans:    1966
Predicted Path:   Ro.Go.Pa.G. --[directed_by]--> Pier Paolo Pasolini --[(INV) directed_by]--> The Hawks and the Sparrows --[release_year]--> 1966
Path (Raw):       Ro.Go.Pa.G. --[directed_by]--> Pier Paolo Pasolini --[(INV) directed_by]--> The Hawks and the Sparrows --[release_year]--> 1966
Neg LogProb(↓):   1.147925
Path Entropy(↓):  2.464003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of between the devil and the deep blue sea
Start Entity:     Between the Devil and the Deep Blue Sea
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Between the Devil and the Deep Blue Sea --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Between the Devil and the Deep Blue Sea --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   2.898908
Path Entropy(↓):  4.099348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the wicker man
Start Entity:     The Wicker Man
Gold Answer:      [['Neil LaBute']]
Predicted Ans:    Neil LaBute
Predicted Path:   The Wicker Man --[directed_by]--> Neil LaBute --[(INV) directed_by]--> In the Company of Men --[directed_by]--> Neil LaBute
Path (Raw):       The Wicker Man --[directed_by]--> Neil LaBute --[(INV) directed_by]--> In the Company of Men --[directed_by]--> Neil LaBute
Neg LogProb(↓):   0.052342
Path Entropy(↓):  0.262121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of old acquaintance
Start Entity:     Old Acquaintance
Gold Answer:      [['Now, Voyager', 'What Ever Happened to Baby Jane?', "It's Love I'm After", 'Barbary Coast', 'All This, and Heaven Too', 'Deception', 'Trouble in Paradise', 'Madame Sin', 'The Woman in White', 'Virginia City', "The Stranger's Return", 'The Star', 'The Nanny', 'Satan Met a Lady', 'The Anniversary', 'Dangerous', 'Marked Woman', 'Dark Victory', 'The Man Who Came to Dinner', 'The Watcher in the Woods', 'The Catered Affair', 'Air Force', 'In This Our Life', 'Kid Galahad', 'The Corn Is Green', 'Lust for Gold', 'The Dark Horse', 'Strange Bedfellows', 'Design for Living', 'The Petrified Forest', 'The Private Lives of Elizabeth and Essex', 'Ex-Lady', 'Becky Sharp', 'Dead Ringer', 'That Touch of Mink', 'The Story of Temple Drake', 'Beyond the Forest', 'Young at Heart', 'Storm Center', 'The Mating Season', 'The Great Lie', '20,000 Years in Sing Sing', 'The Cabin in the Cotton', 'Wake of the Red Witch', 'A Stolen Life', 'All About Eve', 'Watch on the Rhine', 'Where Love Has Gone', "They Shoot Horses, Don't They?", 'The Whales of August', 'Escape Me Never', 'The Bride Came C.O.D.', "Teacher's Pet", 'The Smiling Lieutenant', 'The Letter', 'Mr. Skeffington', 'Pocketful of Miracles', 'Return from Witch Mountain', 'The Virgin Queen', "Another Man's Poison", 'Of Human Bondage', 'Thank Your Lucky Stars', 'Jezebel']]
Predicted Ans:    What Ever Happened to Baby Jane?
Predicted Path:   Old Acquaintance --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> What Ever Happened to Baby Jane?
Path (Raw):       Old Acquaintance --[starred_actors]--> Bette Davis --[No Operation]--> Bette Davis --[(INV) starred_actors]--> What Ever Happened to Baby Jane?
Neg LogProb(↓):   1.384844
Path Entropy(↓):  2.328466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the basketball diaries
Start Entity:     The Basketball Diaries
Gold Answer:      [['2008', '1992', '1993', '2006', '1985', '2007', '1998', '1939', '2010', '2004', '1953', '1995', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '1991', '1987']]
Predicted Ans:    1939
Predicted Path:   The Basketball Diaries --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Path (Raw):       The Basketball Diaries --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Neg LogProb(↓):   0.723955
Path Entropy(↓):  2.125371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of young mr. lincoln also wrote movies
Start Entity:     Young Mr. Lincoln
Gold Answer:      [['Belle Starr', "Alexander's Ragtime Band", 'With a Song in My Heart', 'Wilson', "There's No Business Like Show Business", 'In Old Chicago']]
Predicted Ans:    Alexander's Ragtime Band
Predicted Path:   Young Mr. Lincoln --[written_by]--> Lamar Trotti --[(INV) written_by]--> Alexander's Ragtime Band
Path (Raw):       Young Mr. Lincoln --[written_by]--> Lamar Trotti --[(INV) written_by]--> Alexander's Ragtime Band --[No Operation]--> Alexander's Ragtime Band
Neg LogProb(↓):   0.792588
Path Entropy(↓):  0.989613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by rustam ibragimbekov in
Start Entity:     Rustam Ibragimbekov
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Rustam Ibragimbekov --[(INV) written_by]--> Burnt by the Sun --[in_language]--> Russian
Path (Raw):       Rustam Ibragimbekov --[No Operation]--> Rustam Ibragimbekov --[(INV) written_by]--> Burnt by the Sun --[in_language]--> Russian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe p. s. i love you in a few words
Start Entity:     P.S. I Love You
Gold Answer:      [['richard lagravenese']]
Predicted Ans:    richard lagravenese
Predicted Path:   P.S. I Love You --[has_tags]--> richard lagravenese --[(INV) has_tags]--> P.S. I Love You --[has_tags]--> richard lagravenese
Path (Raw):       P.S. I Love You --[has_tags]--> richard lagravenese --[(INV) has_tags]--> P.S. I Love You --[has_tags]--> richard lagravenese
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie it's all about love
Start Entity:     It's All About Love
Gold Answer:      [['2012', '1998', '2010', '2004']]
Predicted Ans:    2003
Predicted Path:   It's All About Love --[directed_by]--> Thomas Vinterberg --[(INV) directed_by]--> It's All About Love --[release_year]--> 2003
Path (Raw):       It's All About Love --[directed_by]--> Thomas Vinterberg --[(INV) directed_by]--> It's All About Love --[release_year]--> 2003
Neg LogProb(↓):   0.699473
Path Entropy(↓):  0.901530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by william bendix
Start Entity:     William Bendix
Gold Answer:      [['Babe Ruth', 'Robert Wyler', 'Sidney Kingsley', 'Philip Yordan', 'Frank Butler', 'Martin Dibner', 'Richard Tregaskis', 'John Steinbeck']]
Predicted Ans:    Frank Butler
Predicted Path:   William Bendix --[(INV) starred_actors]--> Wake Island --[written_by]--> Frank Butler
Path (Raw):       William Bendix --[No Operation]--> William Bendix --[(INV) starred_actors]--> Wake Island --[written_by]--> Frank Butler
Neg LogProb(↓):   0.034943
Path Entropy(↓):  0.177959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in prefontaine
Start Entity:     Prefontaine
Gold Answer:      [['Jared Leto', "Ed O'Neill", 'R. Lee Ermey']]
Predicted Ans:    R. Lee Ermey
Predicted Path:   Prefontaine --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Switchback --[starred_actors]--> R. Lee Ermey
Path (Raw):       Prefontaine --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Switchback --[starred_actors]--> R. Lee Ermey
Neg LogProb(↓):   0.407452
Path Entropy(↓):  0.907438
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by susumu fujita release
Start Entity:     Susumu Fujita
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Susumu Fujita --[(INV) starred_actors]--> No Regrets for Our Youth --[release_year]--> 1946
Path (Raw):       Susumu Fujita --[No Operation]--> Susumu Fujita --[(INV) starred_actors]--> No Regrets for Our Youth --[release_year]--> 1946
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what serving sara is about
Start Entity:     Serving Sara
Gold Answer:      [['bruce campbell']]
Predicted Ans:    bruce campbell
Predicted Path:   Serving Sara --[has_tags]--> bruce campbell --[(INV) has_tags]--> Man with the Screaming Brain --[has_tags]--> bruce campbell
Path (Raw):       Serving Sara --[has_tags]--> bruce campbell --[(INV) has_tags]--> Man with the Screaming Brain --[has_tags]--> bruce campbell
Neg LogProb(↓):   0.008140
Path Entropy(↓):  0.049436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by martin duberman fall under
Start Entity:     Martin Duberman
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Martin Duberman --[(INV) written_by]--> Stonewall --[has_genre]--> Comedy
Path (Raw):       Martin Duberman --[No Operation]--> Martin Duberman --[(INV) written_by]--> Stonewall --[has_genre]--> Comedy
Neg LogProb(↓):   0.376996
Path Entropy(↓):  0.622327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of rosemary lane
Start Entity:     Rosemary Lane
Gold Answer:      [['Donald Crisp', 'Humphrey Bogart', 'Wayne Morris', 'James Cagney']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Rosemary Lane --[(INV) starred_actors]--> The Return of Doctor X --[starred_actors]--> Humphrey Bogart
Path (Raw):       Rosemary Lane --[No Operation]--> Rosemary Lane --[(INV) starred_actors]--> The Return of Doctor X --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie endless love
Start Entity:     Endless Love
Gold Answer:      [['Ron Shelton', 'Frank Marshall', 'Lina Wertmüller', 'Peter Fonda', 'Guy Ritchie', 'Robert Shaye', 'Daniel Barnz', 'Todd Holland', 'David Seltzer', 'Randal Kleiser', 'Robert Ellis Miller', 'Zack Bernbaum', 'Jon Wright', 'Ben Elton', 'Steven Soderbergh', 'Louis Malle', 'Bert I. Gordon', 'Nancy Meckler', 'Breck Eisner', 'Hugh Laurie', 'Peter Skillman Odiorne', 'David Twohy', 'Jim Cliffe']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Endless Love --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away --[directed_by]--> Lina Wertmüller
Path (Raw):       Endless Love --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away --[directed_by]--> Lina Wertmüller
Neg LogProb(↓):   0.346826
Path Entropy(↓):  1.013395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film in this our life
Start Entity:     In This Our Life
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   In This Our Life --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       In This Our Life --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.192640
Path Entropy(↓):  4.683999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film space cowboys
Start Entity:     Space Cowboys
Gold Answer:      [['János Szász', 'Clint Eastwood', 'Paul Haggis', 'Harley Cokeliss', 'Robert Lorenz', 'Robert Towne', 'Marvin J. Chomsky', 'Buddy Van Horn', 'Irvin Kershner', 'David Frankel', 'Michael Cimino', 'Kevin Macdonald', 'James Fargo', 'Gregory Hoblit', 'Glenn Jordan', 'Don Siegel', 'John Flynn', 'Delbert Mann', 'Tony Richardson', 'James Goldstone', 'William Wyler', 'Richard Tuggle', 'John Bruno', 'Barry Levinson', 'Griffin Dunne', 'Michael Apted', 'Giuseppe Tornatore', 'Steven Hilliard Stern', 'Richard Benjamin', 'Mick Jackson', 'Harold Becker', 'Peter Webber', 'Stuart Orme', 'Joel Schumacher', 'Bertrand Tavernier', 'Herbert Ross', 'Bretaigne Windust', 'Paul Bogart', 'George Seaton', 'Jesse V. Johnson', 'Stuart Baird', 'Alan J. Pakula', 'David Green', 'Tommy Lee Jones', 'Burt Kennedy', 'Stephen Herek', 'Vincent McEveety', 'Richard Marquand', 'John Wells', 'Pat Verducci', 'Ron Howard', 'Robert Altman', 'Martin Ritt', 'Barry Sonnenfeld', 'Peter Collinson', 'Brian G. Hutton', 'Bernard McEveety', 'Courtney Solomon', 'Andrew Davis', 'Sergio Leone', 'Ben Bolt', 'Louis Malle', 'John Sturges', 'Norman Jewison', 'Vic Morrow', 'Bruce Beresford', 'Arthur Hiller', 'Philip Kaufman', 'James Wan', 'Michael Lessac', 'Rúnar Rúnarsson', 'John Schlesinger', 'Paul Mazursky', 'Ron Shelton', 'Ted Post', 'Wolfgang Petersen', 'Bud Yorkin', 'Gordon Douglas', 'Blake Edwards', 'Nicolas Roeg', 'William Friedkin', 'Tony Scott', 'Ethan Coen', 'Richard Donner', 'Sidney J. Furie', 'Robert Redford', 'Raoul Walsh', 'John Ford', 'John Frankenheimer', 'Euzhan Palcy', 'Christian Duguay', 'Michael Gordon', 'Hugh Hudson', 'Joshua Logan', 'George P. Cosmatos', 'Stephen Hopkins', 'John Lee Hancock', 'F. Gary Gray', 'Ralph Nelson', 'Mike Figgis', 'Nick Cassavetes']]
Predicted Ans:    Peter Collinson
Predicted Path:   Space Cowboys --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Path (Raw):       Space Cowboys --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Neg LogProb(↓):   0.878289
Path Entropy(↓):  1.883446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by guy green release
Start Entity:     Guy Green
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Guy Green --[(INV) written_by]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       Guy Green --[No Operation]--> Guy Green --[(INV) written_by]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film spinning boris
Start Entity:     Spinning Boris
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Spinning Boris --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Spinning Boris --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.494655
Path Entropy(↓):  4.472839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about gore verbinski
Start Entity:     gore verbinski
Gold Answer:      [['The Weather Man', 'The Mexican', 'The Ring', 'Rango', 'The Lone Ranger']]
Predicted Ans:    The Astronaut's Wife
Predicted Path:   gore verbinski --[(INV) has_tags]--> Rango --[has_tags]--> johnny depp --[(INV) has_tags]--> The Astronaut's Wife
Path (Raw):       gore verbinski --[(INV) has_tags]--> Rango --[has_tags]--> johnny depp --[(INV) has_tags]--> The Astronaut's Wife
Neg LogProb(↓):   0.554295
Path Entropy(↓):  1.205436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies starred by son of the pink panther actors
Start Entity:     Son of the Pink Panther
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Son of the Pink Panther --[starred_actors]--> Roberto Benigni --[(INV) starred_actors]--> Johnny Stecchino --[in_language]--> Italian
Path (Raw):       Son of the Pink Panther --[starred_actors]--> Roberto Benigni --[(INV) starred_actors]--> Johnny Stecchino --[in_language]--> Italian
Neg LogProb(↓):   0.002494
Path Entropy(↓):  0.018886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the miracle of morgan's creek
Start Entity:     The Miracle of Morgan's Creek
Gold Answer:      [['Drama', 'War', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Miracle of Morgan's Creek --[written_by]--> Preston Sturges --[(INV) written_by]--> Christmas in July --[has_genre]--> Comedy
Path (Raw):       The Miracle of Morgan's Creek --[written_by]--> Preston Sturges --[(INV) written_by]--> Christmas in July --[has_genre]--> Comedy
Neg LogProb(↓):   0.423098
Path Entropy(↓):  0.855752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of whose life is it anyway?
Start Entity:     Whose Life Is It Anyway?
Gold Answer:      [['Always', 'The Apprenticeship of Duddy Kravitz', 'Silver City', 'Close Encounters of the Third Kind', 'Stakeout', 'Another Stakeout', "Krippendorf's Tribe", 'Let It Ride', 'Who Is Cletis Tout?', 'Tin Men', 'My Life in Ruins', 'Poseidon', 'Fail Safe', 'The Big Fix', 'Nuts', 'Inserts', 'Lost in Yonkers', 'The Goodbye Girl', 'American Graffiti', 'The Competition', 'Once Around', 'Down and Out in Beverly Hills', "Mr. Holland's Opus", 'What About Bob?', 'Silent Fall', 'Piranha 3D', 'The Crew', 'Jaws']]
Predicted Ans:    Silent Fall
Predicted Path:   Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Silent Fall
Path (Raw):       Whose Life Is It Anyway? --[No Operation]--> Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Silent Fall
Neg LogProb(↓):   1.480063
Path Entropy(↓):  2.904144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with agnes newton keith
Start Entity:     Agnes Newton Keith
Gold Answer:      [['Nunnally Johnson']]
Predicted Ans:    Nunnally Johnson
Predicted Path:   Agnes Newton Keith --[(INV) written_by]--> Three Came Home --[written_by]--> Nunnally Johnson
Path (Raw):       Agnes Newton Keith --[No Operation]--> Agnes Newton Keith --[(INV) written_by]--> Three Came Home --[written_by]--> Nunnally Johnson
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed love meetings
Start Entity:     Love Meetings
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Love Meetings --[directed_by]--> Pier Paolo Pasolini --[(INV) directed_by]--> Love Meetings --[in_language]--> Italian
Path (Raw):       Love Meetings --[directed_by]--> Pier Paolo Pasolini --[(INV) directed_by]--> Love Meetings --[in_language]--> Italian
Neg LogProb(↓):   1.002844
Path Entropy(↓):  1.341684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote wanted
Start Entity:     Wanted
Gold Answer:      [['Thriller', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Wanted --[written_by]--> Michael Brandt --[(INV) written_by]--> The Double --[has_genre]--> Comedy
Path (Raw):       Wanted --[written_by]--> Michael Brandt --[(INV) written_by]--> The Double --[has_genre]--> Comedy
Neg LogProb(↓):   0.281521
Path Entropy(↓):  0.816255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of true grit
Start Entity:     True Grit
Gold Answer:      [['Henry Hathaway']]
Predicted Ans:    Henry Hathaway
Predicted Path:   True Grit --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Wing and a Prayer --[directed_by]--> Henry Hathaway
Path (Raw):       True Grit --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Wing and a Prayer --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   0.482932
Path Entropy(↓):  1.065410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with jim kelly
Start Entity:     Jim Kelly
Gold Answer:      [['John Saxon', 'Bruce Lee']]
Predicted Ans:    Bruce Lee
Predicted Path:   Jim Kelly --[(INV) starred_actors]--> Enter the Dragon --[starred_actors]--> Bruce Lee
Path (Raw):       Jim Kelly --[No Operation]--> Jim Kelly --[(INV) starred_actors]--> Enter the Dragon --[starred_actors]--> Bruce Lee
Neg LogProb(↓):   0.109183
Path Entropy(↓):  0.404053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the forgiveness of blood
Start Entity:     The Forgiveness of Blood
Gold Answer:      [['Catalina Sandino Moreno']]
Predicted Ans:    Joshua Marston
Predicted Path:   The Forgiveness of Blood --[written_by]--> Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[written_by]--> Joshua Marston
Path (Raw):       The Forgiveness of Blood --[written_by]--> Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[written_by]--> Joshua Marston
Neg LogProb(↓):   0.059943
Path Entropy(↓):  0.276394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by barry sullivan in
Start Entity:     Barry Sullivan
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Barry Sullivan --[(INV) starred_actors]--> Planet of the Vampires --[has_genre]--> Horror
Path (Raw):       Barry Sullivan --[No Operation]--> Barry Sullivan --[(INV) starred_actors]--> Planet of the Vampires --[has_genre]--> Horror
Neg LogProb(↓):   0.263472
Path Entropy(↓):  0.671291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the accidental tourist
Start Entity:     The Accidental Tourist
Gold Answer:      [['Frank Galati', 'Lawrence Kasdan', 'Anne Tyler']]
Predicted Ans:    Lawrence Kasdan
Predicted Path:   The Accidental Tourist --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Darling Companion --[written_by]--> Lawrence Kasdan
Path (Raw):       The Accidental Tourist --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Darling Companion --[written_by]--> Lawrence Kasdan
Neg LogProb(↓):   0.112529
Path Entropy(↓):  0.515384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie edward scissorhands
Start Entity:     Edward Scissorhands
Gold Answer:      [['2008', '2003', '1993', '1985', '2015', '1998', '1933', '1951', '2010', '2004', '2014', '1994', '1956', '1995', '2001', '1990', '1989', '1940', '1996', '2002', '2012', '2011', '2013', '1988', '1934', '2000', '1949', '1997', '2005', '1929', '1999', '1987']]
Predicted Ans:    1985
Predicted Path:   Edward Scissorhands --[starred_actors]--> Anthony Michael Hall --[(INV) starred_actors]--> The Breakfast Club --[release_year]--> 1985
Path (Raw):       Edward Scissorhands --[starred_actors]--> Anthony Michael Hall --[(INV) starred_actors]--> The Breakfast Club --[release_year]--> 1985
Neg LogProb(↓):   0.306020
Path Entropy(↓):  1.090137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of carnival of souls was who
Start Entity:     Carnival of Souls
Gold Answer:      [['Herk Harvey']]
Predicted Ans:    Herk Harvey
Predicted Path:   Carnival of Souls --[directed_by]--> Herk Harvey --[(INV) directed_by]--> Carnival of Souls --[directed_by]--> Herk Harvey
Path (Raw):       Carnival of Souls --[directed_by]--> Herk Harvey --[(INV) directed_by]--> Carnival of Souls --[directed_by]--> Herk Harvey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by julian de laserna
Start Entity:     Julian de Laserna
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Julian de Laserna --[(INV) directed_by]--> Zombie Lake --[release_year]--> 1981
Path (Raw):       Julian de Laserna --[No Operation]--> Julian de Laserna --[(INV) directed_by]--> Zombie Lake --[release_year]--> 1981
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did pierre barillet write
Start Entity:     Pierre Barillet
Gold Answer:      [['Cactus Flower', 'Potiche']]
Predicted Ans:    Cactus Flower
Predicted Path:   Pierre Barillet --[(INV) written_by]--> Cactus Flower --[written_by]--> Pierre Barillet --[(INV) written_by]--> Cactus Flower
Path (Raw):       Pierre Barillet --[(INV) written_by]--> Cactus Flower --[written_by]--> Pierre Barillet --[(INV) written_by]--> Cactus Flower
Neg LogProb(↓):   0.240977
Path Entropy(↓):  0.631122
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the world of suzie wong about
Start Entity:     The World of Suzie Wong
Gold Answer:      [['richard quine']]
Predicted Ans:    richard quine
Predicted Path:   The World of Suzie Wong --[has_tags]--> richard quine --[(INV) has_tags]--> Pushover --[has_tags]--> richard quine
Path (Raw):       The World of Suzie Wong --[has_tags]--> richard quine --[(INV) has_tags]--> Pushover --[has_tags]--> richard quine
Neg LogProb(↓):   0.000068
Path Entropy(↓):  0.000739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was precious released
Start Entity:     Precious
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Precious --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Path (Raw):       Precious --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Neg LogProb(↓):   3.024585
Path Entropy(↓):  4.250144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about steven soderbergh
Start Entity:     steven soderbergh
Gold Answer:      [['Contagion', 'Haywire', 'Side Effects', 'Out of Sight', 'Solaris', 'The Limey', "Ocean's Thirteen", 'Sex, Lies, and Videotape', "Ocean's Twelve", 'The Good German', 'Erin Brockovich', 'The Informant!', 'King of the Hill', 'Magic Mike', 'Traffic', "Ocean's Eleven", 'Kafka', "Gray's Anatomy", 'Full Frontal', 'Behind the Candelabra']]
Predicted Ans:    The Good German
Predicted Path:   steven soderbergh --[(INV) has_tags]--> The Good German --[written_by]--> Joseph Kanon --[(INV) written_by]--> The Good German
Path (Raw):       steven soderbergh --[(INV) has_tags]--> The Good German --[written_by]--> Joseph Kanon --[(INV) written_by]--> The Good German
Neg LogProb(↓):   0.601989
Path Entropy(↓):  1.412314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of dogs in space
Start Entity:     Dogs in Space
Gold Answer:      [['Noah Taylor', 'Emily Hamilton']]
Predicted Ans:    Michael Hutchence
Predicted Path:   Dogs in Space --[directed_by]--> Richard Lowenstein --[(INV) directed_by]--> Dogs in Space --[starred_actors]--> Michael Hutchence
Path (Raw):       Dogs in Space --[directed_by]--> Richard Lowenstein --[(INV) directed_by]--> Dogs in Space --[starred_actors]--> Michael Hutchence
Neg LogProb(↓):   0.000251
Path Entropy(↓):  0.002353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the film catwoman
Start Entity:     Catwoman
Gold Answer:      [['Bob Kane']]
Predicted Ans:    Bob Kane
Predicted Path:   Catwoman --[written_by]--> Bob Kane --[(INV) written_by]--> Batman --[written_by]--> Bob Kane
Path (Raw):       Catwoman --[written_by]--> Bob Kane --[(INV) written_by]--> Batman --[written_by]--> Bob Kane
Neg LogProb(↓):   1.425316
Path Entropy(↓):  1.536886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the weight of water
Start Entity:     The Weight of Water
Gold Answer:      [['Resistance']]
Predicted Ans:    Resistance
Predicted Path:   The Weight of Water --[written_by]--> Anita Shreve --[(INV) written_by]--> Resistance
Path (Raw):       The Weight of Water --[written_by]--> Anita Shreve --[(INV) written_by]--> Resistance --[No Operation]--> Resistance
Neg LogProb(↓):   0.629507
Path Entropy(↓):  0.692991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did jody dwyer write
Start Entity:     Jody Dwyer
Gold Answer:      [['Dying Breed']]
Predicted Ans:    Dying Breed
Predicted Path:   Jody Dwyer --[(INV) written_by]--> Dying Breed --[written_by]--> Jody Dwyer --[(INV) written_by]--> Dying Breed
Path (Raw):       Jody Dwyer --[(INV) written_by]--> Dying Breed --[written_by]--> Jody Dwyer --[(INV) written_by]--> Dying Breed
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about david ogden stiers
Start Entity:     david ogden stiers
Gold Answer:      [['The Majestic']]
Predicted Ans:    The Majestic
Predicted Path:   david ogden stiers --[(INV) has_tags]--> The Majestic --[has_tags]--> frank darabont --[(INV) has_tags]--> The Majestic
Path (Raw):       david ogden stiers --[(INV) has_tags]--> The Majestic --[has_tags]--> frank darabont --[(INV) has_tags]--> The Majestic
Neg LogProb(↓):   0.086610
Path Entropy(↓):  0.344386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by david kellogg
Start Entity:     David Kellogg
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   David Kellogg --[(INV) directed_by]--> Cool as Ice --[release_year]--> 1991
Path (Raw):       David Kellogg --[No Operation]--> David Kellogg --[(INV) directed_by]--> Cool as Ice --[release_year]--> 1991
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie waxworks in a few words
Start Entity:     Waxworks
Gold Answer:      [['stories', 'jack the ripper', 'conrad veidt', 'writer']]
Predicted Ans:    jack the ripper
Predicted Path:   Waxworks --[has_tags]--> jack the ripper --[(INV) has_tags]--> Waxworks --[has_tags]--> jack the ripper
Path (Raw):       Waxworks --[has_tags]--> jack the ripper --[(INV) has_tags]--> Waxworks --[has_tags]--> jack the ripper
Neg LogProb(↓):   0.000852
Path Entropy(↓):  0.007843
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by zackie achmat
Start Entity:     Zackie Achmat
Gold Answer:      [['Dylan Mohan Gray']]
Predicted Ans:    Dylan Mohan Gray
Predicted Path:   Zackie Achmat --[(INV) starred_actors]--> Fire in the Blood --[written_by]--> Dylan Mohan Gray
Path (Raw):       Zackie Achmat --[No Operation]--> Zackie Achmat --[(INV) starred_actors]--> Fire in the Blood --[written_by]--> Dylan Mohan Gray
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie crimson tide were released in which years
Start Entity:     Crimson Tide
Gold Answer:      [['1983', '1998', '2001', '1990', '1987', '2005', '1993', '1991', '1996', '2004', '2010', '1981', '1986']]
Predicted Ans:    2005
Predicted Path:   Crimson Tide --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[release_year]--> 2005
Path (Raw):       Crimson Tide --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[release_year]--> 2005
Neg LogProb(↓):   0.349558
Path Entropy(↓):  1.074683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by michael barak in
Start Entity:     Michael Barak
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Michael Barak --[(INV) written_by]--> Enigma --[has_genre]--> Drama
Path (Raw):       Michael Barak --[No Operation]--> Michael Barak --[(INV) written_by]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.001770
Path Entropy(↓):  0.012974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the mating game
Start Entity:     The Mating Game
Gold Answer:      [['Walter DeLeon', 'Elbert Hubbard', 'Walter Doniger', 'Raymond Chandler', 'Philip Yordan', 'Alec Coppel', 'Harold Kellock', 'James R. Webb', 'Max Brand', 'Paul Dickey', 'Charles W. Goddard', 'Jack Schaefer']]
Predicted Ans:    Jack Schaefer
Predicted Path:   The Mating Game --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Path (Raw):       The Mating Game --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Neg LogProb(↓):   0.021395
Path Entropy(↓):  0.143694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor klaus wennemann acted together with who
Start Entity:     Klaus Wennemann
Gold Answer:      [['Jürgen Prochnow', 'Herbert Grönemeyer']]
Predicted Ans:    Jürgen Prochnow
Predicted Path:   Klaus Wennemann --[(INV) starred_actors]--> Das Boot --[starred_actors]--> Jürgen Prochnow
Path (Raw):       Klaus Wennemann --[No Operation]--> Klaus Wennemann --[(INV) starred_actors]--> Das Boot --[starred_actors]--> Jürgen Prochnow
Neg LogProb(↓):   0.011373
Path Entropy(↓):  0.067064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the scorned director
Start Entity:     Scorned
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Scorned --[directed_by]--> Mark Jones --[(INV) directed_by]--> Leprechaun --[has_genre]--> Comedy
Path (Raw):       Scorned --[directed_by]--> Mark Jones --[(INV) directed_by]--> Leprechaun --[has_genre]--> Comedy
Neg LogProb(↓):   0.065661
Path Entropy(↓):  0.236632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by eric rochant
Start Entity:     Eric Rochant
Gold Answer:      [['Cécile De France', 'Jean Dujardin']]
Predicted Ans:    Cécile De France
Predicted Path:   Eric Rochant --[(INV) directed_by]--> Möbius --[starred_actors]--> Cécile De France
Path (Raw):       Eric Rochant --[No Operation]--> Eric Rochant --[(INV) directed_by]--> Möbius --[starred_actors]--> Cécile De France
Neg LogProb(↓):   0.020570
Path Entropy(↓):  0.099442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the maniac cop 2 director release
Start Entity:     Maniac Cop 2
Gold Answer:      [['1983', '1995', '1980', '1988', '1934', '1989', '1996', '2012']]
Predicted Ans:    1990
Predicted Path:   Maniac Cop 2 --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop 2 --[release_year]--> 1990
Path (Raw):       Maniac Cop 2 --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop 2 --[release_year]--> 1990
Neg LogProb(↓):   0.588005
Path Entropy(↓):  1.281015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for the film the canyon
Start Entity:     The Canyon
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Canyon --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Canyon --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.504487
Path Entropy(↓):  2.857633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of one week
Start Entity:     One Week
Gold Answer:      [['Michael McGowan']]
Predicted Ans:    Michael McGowan
Predicted Path:   One Week --[directed_by]--> Michael McGowan --[(INV) directed_by]--> Still Mine --[directed_by]--> Michael McGowan
Path (Raw):       One Week --[directed_by]--> Michael McGowan --[(INV) directed_by]--> Still Mine --[directed_by]--> Michael McGowan
Neg LogProb(↓):   0.016135
Path Entropy(↓):  0.089824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of child's play
Start Entity:     Child's Play
Gold Answer:      [['Fatal Beauty', 'Thinner', 'Fright Night', 'The Temp']]
Predicted Ans:    Child's Play
Predicted Path:   Child's Play --[directed_by]--> Tom Holland --[(INV) directed_by]--> Child's Play
Path (Raw):       Child's Play --[directed_by]--> Tom Holland --[(INV) directed_by]--> Child's Play --[No Operation]--> Child's Play
Neg LogProb(↓):   0.036255
Path Entropy(↓):  0.183322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was an angel at my table released
Start Entity:     An Angel at My Table
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   An Angel at My Table --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       An Angel at My Table --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   1.519686
Path Entropy(↓):  3.084348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by paula kelly
Start Entity:     Paula Kelly
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Paula Kelly --[(INV) starred_actors]--> The Spook Who Sat by the Door --[has_genre]--> Drama
Path (Raw):       Paula Kelly --[No Operation]--> Paula Kelly --[(INV) starred_actors]--> The Spook Who Sat by the Door --[has_genre]--> Drama
Neg LogProb(↓):   0.012082
Path Entropy(↓):  0.065042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was lee tracy an actor in
Start Entity:     Lee Tracy
Gold Answer:      [['Bombshell', 'Blessed Event', 'Doctor X']]
Predicted Ans:    Doctor X
Predicted Path:   Lee Tracy --[(INV) starred_actors]--> Doctor X --[written_by]--> Allen C. Miller --[(INV) written_by]--> Doctor X
Path (Raw):       Lee Tracy --[(INV) starred_actors]--> Doctor X --[written_by]--> Allen C. Miller --[(INV) written_by]--> Doctor X
Neg LogProb(↓):   0.310578
Path Entropy(↓):  0.632263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by vanessa bell calloway
Start Entity:     Vanessa Bell Calloway
Gold Answer:      [['Reginald Hudlin', 'Robin Harris']]
Predicted Ans:    Robin Harris
Predicted Path:   Vanessa Bell Calloway --[(INV) starred_actors]--> Bébé's Kids --[written_by]--> Robin Harris
Path (Raw):       Vanessa Bell Calloway --[No Operation]--> Vanessa Bell Calloway --[(INV) starred_actors]--> Bébé's Kids --[written_by]--> Robin Harris
Neg LogProb(↓):   0.136628
Path Entropy(↓):  0.449133
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie takers
Start Entity:     Takers
Gold Answer:      [['Kirsten Elms', 'Debra Sullivan', 'Adam Marcus']]
Predicted Ans:    Avery Duff
Predicted Path:   Takers --[directed_by]--> John Luessenhop --[(INV) directed_by]--> Takers --[written_by]--> Avery Duff
Path (Raw):       Takers --[directed_by]--> John Luessenhop --[(INV) directed_by]--> Takers --[written_by]--> Avery Duff
Neg LogProb(↓):   0.040751
Path Entropy(↓):  0.201858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie outlaw blues
Start Entity:     Outlaw Blues
Gold Answer:      [['Alan Sharp', 'Mark Steven Johnson', 'Michael Almereyda', 'Robert Rossen', 'Barbara Branden', 'Mayo Simon', 'Mary Gallagher', 'Daniel Chuba', 'David C. Wilson', 'Dennis Hopper', 'Howard Korder', 'Terry Southern', 'Jack Nicholson', 'William Malone', 'Robert Kaufman', 'Peter Fonda']]
Predicted Ans:    Barbara Branden
Predicted Path:   Outlaw Blues --[starred_actors]--> Peter Fonda --[(INV) starred_actors]--> The Passion of Ayn Rand --[written_by]--> Barbara Branden
Path (Raw):       Outlaw Blues --[starred_actors]--> Peter Fonda --[(INV) starred_actors]--> The Passion of Ayn Rand --[written_by]--> Barbara Branden
Neg LogProb(↓):   0.921859
Path Entropy(↓):  1.706282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the parallax view written by
Start Entity:     The Parallax View
Gold Answer:      [['David Giler', 'Lorenzo Semple Jr.', 'Loren Singer']]
Predicted Ans:    David Giler
Predicted Path:   The Parallax View --[written_by]--> Loren Singer --[(INV) written_by]--> The Parallax View --[written_by]--> David Giler
Path (Raw):       The Parallax View --[written_by]--> Loren Singer --[(INV) written_by]--> The Parallax View --[written_by]--> David Giler
Neg LogProb(↓):   1.261211
Path Entropy(↓):  1.859679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the death and life of bobby z were in which genres
Start Entity:     The Death and Life of Bobby Z
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Death and Life of Bobby Z --[written_by]--> Don Winslow --[(INV) written_by]--> The Death and Life of Bobby Z --[has_genre]--> Action
Path (Raw):       The Death and Life of Bobby Z --[written_by]--> Don Winslow --[(INV) written_by]--> The Death and Life of Bobby Z --[has_genre]--> Action
Neg LogProb(↓):   0.306060
Path Entropy(↓):  0.588932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by francois boyer were in which genres
Start Entity:     François Boyer
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   François Boyer --[(INV) written_by]--> Forbidden Games --[has_genre]--> Drama
Path (Raw):       François Boyer --[No Operation]--> François Boyer --[(INV) written_by]--> Forbidden Games --[has_genre]--> Drama
Neg LogProb(↓):   0.240769
Path Entropy(↓):  0.519249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of enigma starred who
Start Entity:     Enigma
Gold Answer:      [['Greta Garbo', 'John Gielgud', 'Richard Attenborough', 'Bruce Willis', 'Alfred Molina', 'Dustin Hoffman', 'Miranda Richardson', 'Katherine Helmond', 'Robert De Niro', "Maureen O'Sullivan", 'Loren Dean', 'Michael Caine', 'Matthew Macfadyen', 'Sean Bean', 'Fredric March', 'Gérard Depardieu', 'Michelle Pfeiffer', 'Kelly Macdonald', 'Ewan McGregor', 'Uma Thurman', 'Glenda Jackson', 'Nicole Kidman', 'James Fox', 'Ian Holm', 'Roy Scheider', 'Sophie Marceau', 'Mia Kirshner', 'Jonathan Pryce', 'Sean Connery', 'Helmut Berger', 'Tim Roth', 'Rutger Hauer', 'Derek Jacobi']]
Predicted Ans:    Robert De Niro
Predicted Path:   Enigma --[written_by]--> Tom Stoppard --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Path (Raw):       Enigma --[written_by]--> Tom Stoppard --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.391465
Path Entropy(↓):  1.013493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by basilio franchina were directed by who
Start Entity:     Basilio Franchina
Gold Answer:      [['John Guillermin', 'Anthony Mann']]
Predicted Ans:    Anthony Mann
Predicted Path:   Basilio Franchina --[(INV) written_by]--> The Fall of the Roman Empire --[directed_by]--> Anthony Mann
Path (Raw):       Basilio Franchina --[No Operation]--> Basilio Franchina --[(INV) written_by]--> The Fall of the Roman Empire --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.010856
Path Entropy(↓):  0.059641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film alfie
Start Entity:     Alfie
Gold Answer:      [['Bill Naughton']]
Predicted Ans:    Charles Shyer
Predicted Path:   Alfie --[written_by]--> Charles Shyer --[(INV) written_by]--> Alfie --[written_by]--> Charles Shyer
Path (Raw):       Alfie --[written_by]--> Charles Shyer --[(INV) written_by]--> Alfie --[written_by]--> Charles Shyer
Neg LogProb(↓):   0.003036
Path Entropy(↓):  0.025392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie tombstone released
Start Entity:     Tombstone
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Tombstone --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Tombstone --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.444064
Path Entropy(↓):  4.196481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did janet green write
Start Entity:     Janet Green
Gold Answer:      [['7 Women', 'Sapphire', 'Midnight Lace', 'Cast a Dark Shadow']]
Predicted Ans:    Sapphire
Predicted Path:   Janet Green --[(INV) written_by]--> Sapphire --[(INV) written_by]--> Precious --[written_by]--> Sapphire
Path (Raw):       Janet Green --[(INV) written_by]--> Sapphire --[(INV) written_by]--> Precious --[written_by]--> Sapphire
Neg LogProb(↓):   0.542329
Path Entropy(↓):  1.003712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by todd farmer were directed by who
Start Entity:     Todd Farmer
Gold Answer:      [['James Isaac']]
Predicted Ans:    James Isaac
Predicted Path:   Todd Farmer --[(INV) written_by]--> Jason X --[directed_by]--> James Isaac
Path (Raw):       Todd Farmer --[No Operation]--> Todd Farmer --[(INV) written_by]--> Jason X --[directed_by]--> James Isaac
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote in this our life
Start Entity:     In This Our Life
Gold Answer:      [['1946', '1940', '1942', '1967', '1941', '1924']]
Predicted Ans:    1941
Predicted Path:   In This Our Life --[written_by]--> Howard Koch --[(INV) written_by]--> Sergeant York --[release_year]--> 1941
Path (Raw):       In This Our Life --[written_by]--> Howard Koch --[(INV) written_by]--> Sergeant York --[release_year]--> 1941
Neg LogProb(↓):   0.131470
Path Entropy(↓):  0.513708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film desperate hours were in which genres
Start Entity:     Desperate Hours
Gold Answer:      [['Sport', 'Documentary', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Desperate Hours --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       Desperate Hours --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.953744
Path Entropy(↓):  1.930446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the dark knight directed by
Start Entity:     The Dark Knight
Gold Answer:      [['Christopher Nolan']]
Predicted Ans:    Christopher Nolan
Predicted Path:   The Dark Knight --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Following --[directed_by]--> Christopher Nolan
Path (Raw):       The Dark Knight --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Following --[directed_by]--> Christopher Nolan
Neg LogProb(↓):   0.059429
Path Entropy(↓):  0.254166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film entre nous
Start Entity:     Entre Nous
Gold Answer:      [['1988', '1980', '2000', '1949', '1997', '2009', '2001', '2008', '2003', '1991', '2004', '2006', '1994', '2002', '2015', '1987', '2012', '1977']]
Predicted Ans:    2002
Predicted Path:   Entre Nous --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> 8 Women --[release_year]--> 2002
Path (Raw):       Entre Nous --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> 8 Women --[release_year]--> 2002
Neg LogProb(↓):   0.945282
Path Entropy(↓):  1.875322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by wrong turn at tahoe actors release
Start Entity:     Wrong Turn at Tahoe
Gold Answer:      [['1980', '2003', '1992', '1993', '1967', '1998', '2010', '1982', '1973', '1994', '1983', '1995', '1976', '1972', '2001', '1990', '1989', '1996', '2002', '1988', '1978', '2000', '1997', '2005', '1991', '1986']]
Predicted Ans:    1995
Predicted Path:   Wrong Turn at Tahoe --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Path (Raw):       Wrong Turn at Tahoe --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Neg LogProb(↓):   1.447922
Path Entropy(↓):  2.467357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by lois chiles released
Start Entity:     Lois Chiles
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Lois Chiles --[(INV) starred_actors]--> Moonraker --[release_year]--> 1979
Path (Raw):       Lois Chiles --[No Operation]--> Lois Chiles --[(INV) starred_actors]--> Moonraker --[release_year]--> 1979
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the between heaven and hell director
Start Entity:     Between Heaven and Hell
Gold Answer:      [['Swedish', 'French', 'Japanese']]
Predicted Ans:    Swedish
Predicted Path:   Between Heaven and Hell --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Barabbas --[in_language]--> Swedish
Path (Raw):       Between Heaven and Hell --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Barabbas --[in_language]--> Swedish
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed local hero
Start Entity:     Local Hero
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Local Hero --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[has_genre]--> Comedy
Path (Raw):       Local Hero --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[has_genre]--> Comedy
Neg LogProb(↓):   0.223257
Path Entropy(↓):  0.675470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by new mexico
Start Entity:     new mexico
Gold Answer:      [['The Tao of Steve']]
Predicted Ans:    The Tao of Steve
Predicted Path:   new mexico --[(INV) has_tags]--> The Tao of Steve --[has_tags]--> new mexico --[(INV) has_tags]--> The Tao of Steve
Path (Raw):       new mexico --[(INV) has_tags]--> The Tao of Steve --[has_tags]--> new mexico --[(INV) has_tags]--> The Tao of Steve
Neg LogProb(↓):   0.032073
Path Entropy(↓):  0.140161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by brett kelly
Start Entity:     Brett Kelly
Gold Answer:      [['Terry Zwigoff']]
Predicted Ans:    Terry Zwigoff
Predicted Path:   Brett Kelly --[(INV) starred_actors]--> Bad Santa --[directed_by]--> Terry Zwigoff
Path (Raw):       Brett Kelly --[No Operation]--> Brett Kelly --[(INV) starred_actors]--> Bad Santa --[directed_by]--> Terry Zwigoff
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor mark williams co - starred with who
Start Entity:     Mark Williams
Gold Answer:      [['Kevin McNally', 'Mary McCormack', 'Minnie Driver']]
Predicted Ans:    Minnie Driver
Predicted Path:   Mark Williams --[(INV) starred_actors]--> High Heels and Low Lifes --[starred_actors]--> Minnie Driver
Path (Raw):       Mark Williams --[No Operation]--> Mark Williams --[(INV) starred_actors]--> High Heels and Low Lifes --[starred_actors]--> Minnie Driver
Neg LogProb(↓):   0.003693
Path Entropy(↓):  0.024619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of at any price also wrote which films
Start Entity:     At Any Price
Gold Answer:      [['Goodbye Solo', 'Man Push Cart', 'Plastic Bag', 'Chop Shop', '99 Homes']]
Predicted Ans:    99 Homes
Predicted Path:   At Any Price --[written_by]--> Ramin Bahrani --[(INV) written_by]--> 99 Homes
Path (Raw):       At Any Price --[written_by]--> Ramin Bahrani --[(INV) written_by]--> 99 Homes --[No Operation]--> 99 Homes
Neg LogProb(↓):   0.225387
Path Entropy(↓):  0.746152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of easy money also wrote movies
Start Entity:     Easy Money
Gold Answer:      [['Back to School', 'Meet Wally Sparks']]
Predicted Ans:    Easy Money
Predicted Path:   Easy Money --[written_by]--> Dennis Blair --[(INV) written_by]--> Easy Money
Path (Raw):       Easy Money --[written_by]--> Dennis Blair --[(INV) written_by]--> Easy Money --[No Operation]--> Easy Money
Neg LogProb(↓):   0.229169
Path Entropy(↓):  0.570223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of broadway starred who
Start Entity:     Broadway
Gold Answer:      [['Doris Day']]
Predicted Ans:    Evelyn Brent
Predicted Path:   Broadway --[written_by]--> George Abbott --[(INV) written_by]--> Broadway --[starred_actors]--> Evelyn Brent
Path (Raw):       Broadway --[written_by]--> George Abbott --[(INV) written_by]--> Broadway --[starred_actors]--> Evelyn Brent
Neg LogProb(↓):   0.385494
Path Entropy(↓):  0.851532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with traces of red fall under
Start Entity:     Traces of Red
Gold Answer:      [['Romance', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Traces of Red --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       Traces of Red --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.049727
Path Entropy(↓):  0.232634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie izo released
Start Entity:     Izo
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Izo --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Path (Raw):       Izo --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Neg LogProb(↓):   3.431570
Path Entropy(↓):  4.627075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the appaloosa
Start Entity:     The Appaloosa
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Appaloosa --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Path (Raw):       The Appaloosa --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.064932
Path Entropy(↓):  0.235386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by richard yniguez released
Start Entity:     Richard Yniguez
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Richard Yniguez --[(INV) starred_actors]--> The Deadly Tower --[release_year]--> 1975
Path (Raw):       Richard Yniguez --[No Operation]--> Richard Yniguez --[(INV) starred_actors]--> The Deadly Tower --[release_year]--> 1975
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film they made me a criminal
Start Entity:     They Made Me a Criminal
Gold Answer:      [['busby berkeley', 'bd-r']]
Predicted Ans:    busby berkeley
Predicted Path:   They Made Me a Criminal --[has_tags]--> busby berkeley --[(INV) has_tags]--> Strike Up the Band --[has_tags]--> busby berkeley
Path (Raw):       They Made Me a Criminal --[has_tags]--> busby berkeley --[(INV) has_tags]--> Strike Up the Band --[has_tags]--> busby berkeley
Neg LogProb(↓):   0.076879
Path Entropy(↓):  0.306343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did james justinian morier write
Start Entity:     James Justinian Morier
Gold Answer:      [['The Adventures of Hajji Baba']]
Predicted Ans:    The Adventures of Hajji Baba
Predicted Path:   James Justinian Morier --[(INV) written_by]--> The Adventures of Hajji Baba --[written_by]--> James Justinian Morier --[(INV) written_by]--> The Adventures of Hajji Baba
Path (Raw):       James Justinian Morier --[(INV) written_by]--> The Adventures of Hajji Baba --[written_by]--> James Justinian Morier --[(INV) written_by]--> The Adventures of Hajji Baba
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by karey kirkpatrick in
Start Entity:     Karey Kirkpatrick
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Karey Kirkpatrick --[(INV) written_by]--> Flakes --[has_genre]--> Comedy
Path (Raw):       Karey Kirkpatrick --[No Operation]--> Karey Kirkpatrick --[(INV) written_by]--> Flakes --[has_genre]--> Comedy
Neg LogProb(↓):   0.007442
Path Entropy(↓):  0.043750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of burnt offerings
Start Entity:     Burnt Offerings
Gold Answer:      [['The Night Strangler', "Bram Stoker's Dracula", 'Trilogy of Terror II', 'The Love Letter', 'Our Fathers', 'Trilogy of Terror', 'Night of Dark Shadows', 'House of Dark Shadows']]
Predicted Ans:    Night of Dark Shadows
Predicted Path:   Burnt Offerings --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Night of Dark Shadows
Path (Raw):       Burnt Offerings --[No Operation]--> Burnt Offerings --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Night of Dark Shadows
Neg LogProb(↓):   0.339131
Path Entropy(↓):  0.716622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the flower in his mouth
Start Entity:     The Flower in His Mouth
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Flower in His Mouth --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Flower in His Mouth --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.867745
Path Entropy(↓):  4.787837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by arthur richman
Start Entity:     Arthur Richman
Gold Answer:      [['Leo McCarey']]
Predicted Ans:    Leo McCarey
Predicted Path:   Arthur Richman --[(INV) written_by]--> The Awful Truth --[directed_by]--> Leo McCarey
Path (Raw):       Arthur Richman --[No Operation]--> Arthur Richman --[(INV) written_by]--> The Awful Truth --[directed_by]--> Leo McCarey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film on dangerous ground were in which languages
Start Entity:     On Dangerous Ground
Gold Answer:      [['Irish', 'Italian', 'German']]
Predicted Ans:    Irish
Predicted Path:   On Dangerous Ground --[starred_actors]--> Ward Bond --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       On Dangerous Ground --[starred_actors]--> Ward Bond --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.143201
Path Entropy(↓):  0.393059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jesper asholt act in
Start Entity:     Jesper Asholt
Gold Answer:      [['The Art of Crying']]
Predicted Ans:    The Art of Crying
Predicted Path:   Jesper Asholt --[(INV) starred_actors]--> The Art of Crying --[starred_actors]--> Jesper Asholt --[(INV) starred_actors]--> The Art of Crying
Path (Raw):       Jesper Asholt --[(INV) starred_actors]--> The Art of Crying --[starred_actors]--> Jesper Asholt --[(INV) starred_actors]--> The Art of Crying
Neg LogProb(↓):   0.016538
Path Entropy(↓):  0.085480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by robert coote
Start Entity:     Robert Coote
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Robert Coote --[(INV) starred_actors]--> Othello --[has_genre]--> Drama
Path (Raw):       Robert Coote --[No Operation]--> Robert Coote --[(INV) starred_actors]--> Othello --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film ladybugs
Start Entity:     Ladybugs
Gold Answer:      [['sidney j. furie']]
Predicted Ans:    sidney j. furie
Predicted Path:   Ladybugs --[has_tags]--> sidney j. furie --[(INV) has_tags]--> The Ipcress File --[has_tags]--> sidney j. furie
Path (Raw):       Ladybugs --[has_tags]--> sidney j. furie --[(INV) has_tags]--> The Ipcress File --[has_tags]--> sidney j. furie
Neg LogProb(↓):   0.005969
Path Entropy(↓):  0.037910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with tom hughes
Start Entity:     Tom Hughes
Gold Answer:      [['Bill Nighy', 'Michael Gambon', 'Rachel Weisz']]
Predicted Ans:    Rachel Weisz
Predicted Path:   Tom Hughes --[(INV) starred_actors]--> Page Eight --[starred_actors]--> Rachel Weisz
Path (Raw):       Tom Hughes --[No Operation]--> Tom Hughes --[(INV) starred_actors]--> Page Eight --[starred_actors]--> Rachel Weisz
Neg LogProb(↓):   0.385430
Path Entropy(↓):  0.839935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by clements ripley
Start Entity:     Clements Ripley
Gold Answer:      [['Louis Malle', 'William Wyler', 'Roy William Neill']]
Predicted Ans:    William Wyler
Predicted Path:   Clements Ripley --[(INV) written_by]--> Jezebel --[directed_by]--> William Wyler
Path (Raw):       Clements Ripley --[No Operation]--> Clements Ripley --[(INV) written_by]--> Jezebel --[directed_by]--> William Wyler
Neg LogProb(↓):   0.097306
Path Entropy(↓):  0.308863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film winnie the pooh
Start Entity:     Winnie the Pooh
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Winnie the Pooh --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Winnie the Pooh --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.971742
Path Entropy(↓):  4.578075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of michael murphy
Start Entity:     Michael Murphy
Gold Answer:      [['John Savage', 'Lynne Frederick', 'Diane Keaton', 'Peter Berg', 'Mariel Hemingway', 'James Belushi', 'Mitch Pileggi', 'Harry Belafonte', 'Jennifer Jason Leigh', 'Miranda Richardson', 'Nigel Davenport', 'James Woods', 'Woody Allen']]
Predicted Ans:    James Woods
Predicted Path:   Michael Murphy --[(INV) starred_actors]--> Salvador --[starred_actors]--> James Woods
Path (Raw):       Michael Murphy --[No Operation]--> Michael Murphy --[(INV) starred_actors]--> Salvador --[starred_actors]--> James Woods
Neg LogProb(↓):   0.696621
Path Entropy(↓):  1.283387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by dendrie taylor
Start Entity:     Dendrie Taylor
Gold Answer:      [['Jeremiah Birnbaum']]
Predicted Ans:    Jeremiah Birnbaum
Predicted Path:   Dendrie Taylor --[(INV) starred_actors]--> Torn --[directed_by]--> Jeremiah Birnbaum
Path (Raw):       Dendrie Taylor --[No Operation]--> Dendrie Taylor --[(INV) starred_actors]--> Torn --[directed_by]--> Jeremiah Birnbaum
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by robert d. san souci
Start Entity:     Robert D. San Souci
Gold Answer:      [['Barry Cook', 'Tony Bancroft']]
Predicted Ans:    Barry Cook
Predicted Path:   Robert D. San Souci --[(INV) written_by]--> Mulan --[directed_by]--> Barry Cook
Path (Raw):       Robert D. San Souci --[No Operation]--> Robert D. San Souci --[(INV) written_by]--> Mulan --[directed_by]--> Barry Cook
Neg LogProb(↓):   0.000221
Path Entropy(↓):  0.002078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did jonathan thies write
Start Entity:     Jonathan Thies
Gold Answer:      [['Dirty Deeds']]
Predicted Ans:    Dirty Deeds
Predicted Path:   Jonathan Thies --[(INV) written_by]--> Dirty Deeds --[written_by]--> Jon Land --[(INV) written_by]--> Dirty Deeds
Path (Raw):       Jonathan Thies --[(INV) written_by]--> Dirty Deeds --[written_by]--> Jon Land --[(INV) written_by]--> Dirty Deeds
Neg LogProb(↓):   0.219381
Path Entropy(↓):  0.506791
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by jamie travis
Start Entity:     Jamie Travis
Gold Answer:      [['Lauren Miller']]
Predicted Ans:    Lauren Miller
Predicted Path:   Jamie Travis --[(INV) directed_by]--> For a Good Time, Call... --[written_by]--> Lauren Miller
Path (Raw):       Jamie Travis --[No Operation]--> Jamie Travis --[(INV) directed_by]--> For a Good Time, Call... --[written_by]--> Lauren Miller
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does akira kurosawa appear in
Start Entity:     Akira Kurosawa
Gold Answer:      [['A.K.']]
Predicted Ans:    A.K.
Predicted Path:   Akira Kurosawa --[(INV) starred_actors]--> A.K. --[starred_actors]--> Chris Marker --[(INV) starred_actors]--> A.K.
Path (Raw):       Akira Kurosawa --[(INV) starred_actors]--> A.K. --[starred_actors]--> Chris Marker --[(INV) starred_actors]--> A.K.
Neg LogProb(↓):   0.241719
Path Entropy(↓):  0.521993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is the twelve chairs
Start Entity:     The Twelve Chairs
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Twelve Chairs --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Twelve Chairs --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.366422
Path Entropy(↓):  4.491523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed species
Start Entity:     Species
Gold Answer:      [['1988', '2000', '1997', '1972', '2008', '1990', '2003', '1992', '2005', '1994', '2011', '1984']]
Predicted Ans:    1972
Predicted Path:   Species --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[release_year]--> 1972
Path (Raw):       Species --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.401457
Path Entropy(↓):  0.844098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie pigskin parade
Start Entity:     Pigskin Parade
Gold Answer:      [['Frank McDonald']]
Predicted Ans:    David Butler
Predicted Path:   Pigskin Parade --[starred_actors]--> Stuart Erwin --[(INV) starred_actors]--> Pigskin Parade --[directed_by]--> David Butler
Path (Raw):       Pigskin Parade --[starred_actors]--> Stuart Erwin --[(INV) starred_actors]--> Pigskin Parade --[directed_by]--> David Butler
Neg LogProb(↓):   0.066525
Path Entropy(↓):  0.245666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the story of esther costello were in which genres
Start Entity:     The Story of Esther Costello
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Story of Esther Costello --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Dancing Lady --[has_genre]--> Comedy
Path (Raw):       The Story of Esther Costello --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Dancing Lady --[has_genre]--> Comedy
Neg LogProb(↓):   1.781461
Path Entropy(↓):  2.676015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the internecine project
Start Entity:     The Internecine Project
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Internecine Project --[directed_by]--> Ken Hughes --[(INV) directed_by]--> Cromwell --[in_language]--> English
Path (Raw):       The Internecine Project --[directed_by]--> Ken Hughes --[(INV) directed_by]--> Cromwell --[in_language]--> English
Neg LogProb(↓):   0.000818
Path Entropy(↓):  0.007015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did robert iscove direct
Start Entity:     Robert Iscove
Gold Answer:      [['Without Warning', 'Cinderella', "She's All That", 'Boys and Girls']]
Predicted Ans:    Boys and Girls
Predicted Path:   Robert Iscove --[(INV) directed_by]--> Boys and Girls --[has_tags]--> claire forlani --[(INV) has_tags]--> Boys and Girls
Path (Raw):       Robert Iscove --[(INV) directed_by]--> Boys and Girls --[has_tags]--> claire forlani --[(INV) has_tags]--> Boys and Girls
Neg LogProb(↓):   0.122609
Path Entropy(↓):  0.394471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with bruce bennett
Start Entity:     Bruce Bennett
Gold Answer:      [['Lon Chaney Jr.', 'Ricardo Montalban', 'Beverly Garland', 'Elsa Lanchester']]
Predicted Ans:    Elsa Lanchester
Predicted Path:   Bruce Bennett --[(INV) starred_actors]--> Mystery Street --[starred_actors]--> Elsa Lanchester
Path (Raw):       Bruce Bennett --[No Operation]--> Bruce Bennett --[(INV) starred_actors]--> Mystery Street --[starred_actors]--> Elsa Lanchester
Neg LogProb(↓):   0.086796
Path Entropy(↓):  0.300594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie roseanna's grave
Start Entity:     Roseanna's Grave
Gold Answer:      [['Adam Sztykiel', 'Bill Cosby', 'Deborah Kaplan', 'Harry Elfont', 'Paul Weiland']]
Predicted Ans:    Bill Cosby
Predicted Path:   Roseanna's Grave --[directed_by]--> Paul Weiland --[(INV) directed_by]--> Leonard Part 6 --[written_by]--> Bill Cosby
Path (Raw):       Roseanna's Grave --[directed_by]--> Paul Weiland --[(INV) directed_by]--> Leonard Part 6 --[written_by]--> Bill Cosby
Neg LogProb(↓):   0.085697
Path Entropy(↓):  0.342364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the formula actors release
Start Entity:     The Formula
Gold Answer:      [['1980', '1970', '1954', '2008', '1959', '1936', '2006', '1967', '1935', '1979', '1974', '1984', '1977', '1968', '1963', '2009', '1957', '1951', '1982', '1973', '1953', '2014', '1994', '1956', '1943', '1995', '1976', '1948', '1972', '1971', '1990', '2001', '1938', '1996', '1981', '1961', '2011', '1955', '1962', '1988', '1978', '1964', '1997', '1975', '1966', '1950', '1960', '2005', '1991', '1925', '1965', '1999', '1945', '1969', '1952', '1958']]
Predicted Ans:    1980
Predicted Path:   The Formula --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Changeling --[release_year]--> 1980
Path (Raw):       The Formula --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Changeling --[release_year]--> 1980
Neg LogProb(↓):   1.869052
Path Entropy(↓):  3.058044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film shoot - out at medicine bend
Start Entity:     Shoot-Out at Medicine Bend
Gold Answer:      [['William Dieterle', 'Garson Kanin', 'William A. Seiter', 'Fritz Lang', 'Irving Pichel', 'Michael Mann', 'Aleksandr Gordon', 'Marika Beiku', 'George B. Seitz', 'George Waggner', 'Maurice Tourneur', 'Rouben Mamoulian', 'Irving Cummings', 'Ray Enright', 'Andrei Tarkovsky', 'Walter Lang', 'Roger Vadim', 'Vincent Sherman', 'Melville Shavelson', 'John Boorman', 'Michael Curtiz', 'Henry King', 'Roy Huggins', 'Budd Boetticher', 'David Miller', 'Gus Van Sant', 'Allan Dwan', 'Jacques Deray', 'Fred Cavayé', 'Don Siegel', 'Robert Siodmak', 'Edwin L. Marin', 'Charles Vidor', 'Robert Day', 'Clarence Brown', 'Joseph H. Lewis', 'Sam Peckinpah', 'Lewis Seiler', 'Rowland V. Lee', 'H. Bruce Humberstone', 'Brian De Palma', 'Mark Sandrich', 'Howard Hawks']]
Predicted Ans:    Mark Sandrich
Predicted Path:   Shoot-Out at Medicine Bend --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       Shoot-Out at Medicine Bend --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   1.371096
Path Entropy(↓):  2.097594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of rage
Start Entity:     Rage
Gold Answer:      [['Yes', 'Orlando', 'The Appeared', 'The Tango Lesson', 'The Man Who Cried']]
Predicted Ans:    The Tango Lesson
Predicted Path:   Rage --[directed_by]--> Sally Potter --[(INV) directed_by]--> The Tango Lesson
Path (Raw):       Rage --[directed_by]--> Sally Potter --[(INV) directed_by]--> The Tango Lesson --[No Operation]--> The Tango Lesson
Neg LogProb(↓):   0.253735
Path Entropy(↓):  0.710292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of shotgun stories
Start Entity:     Shotgun Stories
Gold Answer:      [['2012', '2011']]
Predicted Ans:    2007
Predicted Path:   Shotgun Stories --[directed_by]--> Jeff Nichols --[(INV) directed_by]--> Shotgun Stories --[release_year]--> 2007
Path (Raw):       Shotgun Stories --[directed_by]--> Jeff Nichols --[(INV) directed_by]--> Shotgun Stories --[release_year]--> 2007
Neg LogProb(↓):   0.288254
Path Entropy(↓):  0.688813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film gang related starred which actors
Start Entity:     Gang Related
Gold Answer:      [['Dennis Quaid', 'Tupac Shakur', 'James Belushi']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Gang Related --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Path (Raw):       Gang Related --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.476551
Path Entropy(↓):  1.075283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was steve lawson the writer of
Start Entity:     Steve Lawson
Gold Answer:      [['The Elephant Man']]
Predicted Ans:    The Elephant Man
Predicted Path:   Steve Lawson --[(INV) written_by]--> The Elephant Man --[written_by]--> Christopher De Vore --[(INV) written_by]--> The Elephant Man
Path (Raw):       Steve Lawson --[(INV) written_by]--> The Elephant Man --[written_by]--> Christopher De Vore --[(INV) written_by]--> The Elephant Man
Neg LogProb(↓):   0.456513
Path Entropy(↓):  0.839862
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote thick as thieves
Start Entity:     Thick as Thieves
Gold Answer:      [['Scott Sanders']]
Predicted Ans:    Mimi Leder
Predicted Path:   Thick as Thieves --[written_by]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[directed_by]--> Mimi Leder
Path (Raw):       Thick as Thieves --[written_by]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[directed_by]--> Mimi Leder
Neg LogProb(↓):   0.206793
Path Entropy(↓):  0.587108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie sympathy for delicious
Start Entity:     Sympathy for Delicious
Gold Answer:      [['1998', '2000', '2001', '2008', '2003', '2005', '2004', '2014', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2005
Predicted Path:   Sympathy for Delicious --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Path (Raw):       Sympathy for Delicious --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Neg LogProb(↓):   0.293712
Path Entropy(↓):  0.835816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with santa fe trail in
Start Entity:     Santa Fe Trail
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Santa Fe Trail --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       Santa Fe Trail --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.189140
Path Entropy(↓):  0.507081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for wild tigers i have known
Start Entity:     Wild Tigers I Have Known
Gold Answer:      [['Cam Archer']]
Predicted Ans:    Cam Archer
Predicted Path:   Wild Tigers I Have Known --[written_by]--> Cam Archer --[(INV) written_by]--> Wild Tigers I Have Known --[written_by]--> Cam Archer
Path (Raw):       Wild Tigers I Have Known --[written_by]--> Cam Archer --[(INV) written_by]--> Wild Tigers I Have Known --[written_by]--> Cam Archer
Neg LogProb(↓):   0.010982
Path Entropy(↓):  0.060196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote george washington slept here
Start Entity:     George Washington Slept Here
Gold Answer:      [['Sam Wood', 'Ben Stiller', 'Richard Quine', 'George Cukor', 'William A. Wellman', 'Rouben Mamoulian', 'Roy Del Ruth', 'Robert Florey', 'Joseph Santley', 'Gregory La Cava', 'Hy Averback', 'Charles Vidor', 'Henry Koster', 'William Keighley', 'Norman Z. McLeod', 'Mervyn LeRoy', 'Frank Capra']]
Predicted Ans:    William Keighley
Predicted Path:   George Washington Slept Here --[written_by]--> Moss Hart --[(INV) written_by]--> The Man Who Came to Dinner --[directed_by]--> William Keighley
Path (Raw):       George Washington Slept Here --[written_by]--> Moss Hart --[(INV) written_by]--> The Man Who Came to Dinner --[directed_by]--> William Keighley
Neg LogProb(↓):   0.596192
Path Entropy(↓):  0.815730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by kat candler starred who
Start Entity:     Kat Candler
Gold Answer:      [['Deke Garner', 'Josh Wiggins', 'Juliette Lewis', 'Aaron Paul']]
Predicted Ans:    Aaron Paul
Predicted Path:   Kat Candler --[(INV) directed_by]--> Hellion --[starred_actors]--> Aaron Paul
Path (Raw):       Kat Candler --[No Operation]--> Kat Candler --[(INV) directed_by]--> Hellion --[starred_actors]--> Aaron Paul
Neg LogProb(↓):   0.247483
Path Entropy(↓):  0.629838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of salome's last dance
Start Entity:     Salome's Last Dance
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Salome's Last Dance --[directed_by]--> Ken Russell --[(INV) directed_by]--> The Lair of the White Worm --[in_language]--> English
Path (Raw):       Salome's Last Dance --[directed_by]--> Ken Russell --[(INV) directed_by]--> The Lair of the White Worm --[in_language]--> English
Neg LogProb(↓):   0.001313
Path Entropy(↓):  0.010549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the fifth estate
Start Entity:     The Fifth Estate
Gold Answer:      [['Bernard Rose', 'Caroline Thompson', 'Richard Stanley', 'Brad Anderson', 'Bernardo Bertolucci', 'Agnieszka Holland', 'Paul McGuigan', 'Don Taylor', 'James Hill', 'John Frankenheimer', 'Luc Besson']]
Predicted Ans:    Don Taylor
Predicted Path:   The Fifth Estate --[starred_actors]--> David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau --[directed_by]--> Don Taylor
Path (Raw):       The Fifth Estate --[starred_actors]--> David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau --[directed_by]--> Don Taylor
Neg LogProb(↓):   0.806975
Path Entropy(↓):  1.397173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by robert montgomery
Start Entity:     Robert Montgomery
Gold Answer:      [['Drama', 'War', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Robert Montgomery --[(INV) directed_by]--> The Gallant Hours --[has_genre]--> Drama
Path (Raw):       Robert Montgomery --[No Operation]--> Robert Montgomery --[(INV) directed_by]--> The Gallant Hours --[has_genre]--> Drama
Neg LogProb(↓):   0.081834
Path Entropy(↓):  0.340991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did joan baez act in
Start Entity:     Joan Baez
Gold Answer:      [['Berkeley in the Sixties']]
Predicted Ans:    Berkeley in the Sixties
Predicted Path:   Joan Baez --[(INV) starred_actors]--> Berkeley in the Sixties --[written_by]--> Mark Kitchell --[(INV) written_by]--> Berkeley in the Sixties
Path (Raw):       Joan Baez --[(INV) starred_actors]--> Berkeley in the Sixties --[written_by]--> Mark Kitchell --[(INV) written_by]--> Berkeley in the Sixties
Neg LogProb(↓):   0.105437
Path Entropy(↓):  0.325528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by the women writers release
Start Entity:     The Women
Gold Answer:      [['1949', '1933', '1939', '1936', '1916', '1953', '1932', '1935', '1941', '1937', '1956']]
Predicted Ans:    1932
Predicted Path:   The Women --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[release_year]--> 1932
Path (Raw):       The Women --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[release_year]--> 1932
Neg LogProb(↓):   1.764206
Path Entropy(↓):  2.918539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did coky giedroyc direct
Start Entity:     Coky Giedroyc
Gold Answer:      [['Stella Does Tricks']]
Predicted Ans:    Stella Does Tricks
Predicted Path:   Coky Giedroyc --[(INV) directed_by]--> Stella Does Tricks --[directed_by]--> Coky Giedroyc --[(INV) directed_by]--> Stella Does Tricks
Path (Raw):       Coky Giedroyc --[(INV) directed_by]--> Stella Does Tricks --[directed_by]--> Coky Giedroyc --[(INV) directed_by]--> Stella Does Tricks
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of date with an angel
Start Entity:     Date with an Angel
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Date with an Angel --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Date with an Angel --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.923497
Path Entropy(↓):  4.572201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by roger livesey in
Start Entity:     Roger Livesey
Gold Answer:      [['Drama', 'War', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Roger Livesey --[(INV) starred_actors]--> The League of Gentlemen --[has_genre]--> Crime
Path (Raw):       Roger Livesey --[No Operation]--> Roger Livesey --[(INV) starred_actors]--> The League of Gentlemen --[has_genre]--> Crime
Neg LogProb(↓):   0.001608
Path Entropy(↓):  0.012856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by jack bernhard released
Start Entity:     Jack Bernhard
Gold Answer:      [['1946', '1948']]
Predicted Ans:    1948
Predicted Path:   Jack Bernhard --[(INV) directed_by]--> Blonde Ice --[release_year]--> 1948
Path (Raw):       Jack Bernhard --[No Operation]--> Jack Bernhard --[(INV) directed_by]--> Blonde Ice --[release_year]--> 1948
Neg LogProb(↓):   0.649869
Path Entropy(↓):  0.692174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by jeroen krabbe
Start Entity:     Jeroen Krabbé
Gold Answer:      [['Harry Mulisch']]
Predicted Ans:    Paul Verhoeven
Predicted Path:   Jeroen Krabbé --[(INV) starred_actors]--> Soldier of Orange --[directed_by]--> Paul Verhoeven
Path (Raw):       Jeroen Krabbé --[No Operation]--> Jeroen Krabbé --[(INV) starred_actors]--> Soldier of Orange --[directed_by]--> Paul Verhoeven
Neg LogProb(↓):   0.013279
Path Entropy(↓):  0.084073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What language is the movie santa claus in
Start Entity:     Santa Claus
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Santa Claus --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Santa Claus --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.714729
Path Entropy(↓):  1.768560
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by ben syder
Start Entity:     Ben Syder
Gold Answer:      [['Simon Kinberg', 'Michael Robert Johnson', 'Lionel Wigram', 'Anthony Peckham', 'Arthur Conan Doyle']]
Predicted Ans:    Arthur Conan Doyle
Predicted Path:   Ben Syder --[(INV) starred_actors]--> Sherlock Holmes --[written_by]--> Arthur Conan Doyle
Path (Raw):       Ben Syder --[No Operation]--> Ben Syder --[(INV) starred_actors]--> Sherlock Holmes --[written_by]--> Arthur Conan Doyle
Neg LogProb(↓):   0.124249
Path Entropy(↓):  0.472417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is norbit
Start Entity:     Norbit
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Norbit --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Norbit --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.374676
Path Entropy(↓):  4.385104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the disappeared
Start Entity:     The Disappeared
Gold Answer:      [['Johnny Kevorkian']]
Predicted Ans:    Johnny Kevorkian
Predicted Path:   The Disappeared --[directed_by]--> Johnny Kevorkian --[(INV) directed_by]--> The Disappeared --[directed_by]--> Johnny Kevorkian
Path (Raw):       The Disappeared --[directed_by]--> Johnny Kevorkian --[(INV) directed_by]--> The Disappeared --[directed_by]--> Johnny Kevorkian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie world traveler
Start Entity:     World Traveler
Gold Answer:      [['1998', '2000', '1997', '2009', '2003', '1999', '2014', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   World Traveler --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[release_year]--> 2009
Path (Raw):       World Traveler --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[release_year]--> 2009
Neg LogProb(↓):   0.240417
Path Entropy(↓):  0.734139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by jonathan holiff
Start Entity:     Jonathan Holiff
Gold Answer:      [['Documentary', 'Music']]
Predicted Ans:    Documentary
Predicted Path:   Jonathan Holiff --[(INV) directed_by]--> My Father and the Man in Black --[has_genre]--> Documentary
Path (Raw):       Jonathan Holiff --[No Operation]--> Jonathan Holiff --[(INV) directed_by]--> My Father and the Man in Black --[has_genre]--> Documentary
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie lola montes were in which genres
Start Entity:     Lola Montès
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Lola Montès --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[has_genre]--> Drama
Path (Raw):       Lola Montès --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.029336
Path Entropy(↓):  0.173306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed copycat
Start Entity:     Copycat
Gold Answer:      [['Jon Amiel']]
Predicted Ans:    Jon Amiel
Predicted Path:   Copycat --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Creation --[directed_by]--> Jon Amiel
Path (Raw):       Copycat --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Creation --[directed_by]--> Jon Amiel
Neg LogProb(↓):   0.114738
Path Entropy(↓):  0.363580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film sphere were released in which years
Start Entity:     Sphere
Gold Answer:      [['2008', '1992', '2006', '1985', '1984', '2009', '2010', '2004', '1982', '1994', '1995', '2001', '1990', '1996', '2012', '1988', '2000', '1997', '1991', '1999', '1987']]
Predicted Ans:    2000
Predicted Path:   Sphere --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Path (Raw):       Sphere --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Neg LogProb(↓):   0.676595
Path Entropy(↓):  1.619050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film mo'better blues
Start Entity:     Mo' Better Blues
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Mo' Better Blues --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Mo' Better Blues --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.632203
Path Entropy(↓):  4.247824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in speedway
Start Entity:     Speedway
Gold Answer:      [['1962', '1963', '1964', '1966', '1957', '1972', '1960', '1992', '1991', '1965', '1961', '1967', '1969', '1958', '1956']]
Predicted Ans:    1967
Predicted Path:   Speedway --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[release_year]--> 1967
Path (Raw):       Speedway --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[release_year]--> 1967
Neg LogProb(↓):   0.743262
Path Entropy(↓):  1.130713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie morituri
Start Entity:     Morituri
Gold Answer:      [['Janet Margolin', 'Marlon Brando', 'Yul Brynner', 'Trevor Howard']]
Predicted Ans:    Yul Brynner
Predicted Path:   Morituri --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[starred_actors]--> Yul Brynner
Path (Raw):       Morituri --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[starred_actors]--> Yul Brynner
Neg LogProb(↓):   0.206040
Path Entropy(↓):  0.756226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the man with the golden gun director
Start Entity:     The Man with the Golden Gun
Gold Answer:      [['War', 'Mystery', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Man with the Golden Gun --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[has_genre]--> Action
Path (Raw):       The Man with the Golden Gun --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[has_genre]--> Action
Neg LogProb(↓):   0.052872
Path Entropy(↓):  0.233130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in beau geste
Start Entity:     Beau Geste
Gold Answer:      [['1970', '1946', '1954', '1944', '2003', '1959', '1993', '1936', '1985', '1935', '1941', '1968', '1963', '1939', '1933', '2009', '1957', '1951', '2010', '1982', '1947', '1932', '1956', '1931', '1943', '1995', '1948', '1972', '1942', '1940', '1938', '1926', '1961', '1955', '1962', '1934', '1949', '1997', '1950', '1965', '1999', '1945', '1937', '1952', '1958', '1930']]
Predicted Ans:    1941
Predicted Path:   Beau Geste --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Sergeant York --[release_year]--> 1941
Path (Raw):       Beau Geste --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Sergeant York --[release_year]--> 1941
Neg LogProb(↓):   2.351350
Path Entropy(↓):  3.679853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did liza johnson write
Start Entity:     Liza Johnson
Gold Answer:      [['Return']]
Predicted Ans:    Return
Predicted Path:   Liza Johnson --[(INV) written_by]--> Return --[written_by]--> Liza Johnson --[(INV) written_by]--> Return
Path (Raw):       Liza Johnson --[(INV) written_by]--> Return --[written_by]--> Liza Johnson --[(INV) written_by]--> Return
Neg LogProb(↓):   0.000738
Path Entropy(↓):  0.006056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by so undercover actors
Start Entity:     So Undercover
Gold Answer:      [['Byron Howard', 'Chris Williams', 'Andrew Gallerani', 'Scott Marshall', 'Julie Anne Robinson']]
Predicted Ans:    Julie Anne Robinson
Predicted Path:   So Undercover --[starred_actors]--> Miley Cyrus --[(INV) starred_actors]--> The Last Song --[directed_by]--> Julie Anne Robinson
Path (Raw):       So Undercover --[starred_actors]--> Miley Cyrus --[(INV) starred_actors]--> The Last Song --[directed_by]--> Julie Anne Robinson
Neg LogProb(↓):   0.073341
Path Entropy(↓):  0.283092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of prozac nation
Start Entity:     Prozac Nation
Gold Answer:      [['Pie in the Sky', 'Walking and Talking', 'Bel Ami', 'Return to Paradise', 'Monster', 'Now and Then', "All's Faire in Love", "My Best Friend's Girl", 'Saving Silverman', 'Auggie Rose', 'Volcano', 'The Man Who Cried', 'The Last of the High Kings', 'The Opposite of Sex', 'After.Life', 'Around the Block', 'Miranda', 'Wedding Daze', 'Spread', 'Six Days Seven Nights', 'The Gathering', 'Over Her Dead Body', 'Sleepy Hollow', 'Loser', "Buffalo '66", "Gracie's Choice", 'American Pie', 'Black Snake Moan', 'Desert Blue', 'Anything Else', 'Guy X', 'That Darn Cat', 'Pumpkin', 'Pecker', 'Wag the Dog']]
Predicted Ans:    Sleepy Hollow
Predicted Path:   Prozac Nation --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow
Path (Raw):       Prozac Nation --[starred_actors]--> Christina Ricci --[No Operation]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow
Neg LogProb(↓):   0.481779
Path Entropy(↓):  1.278356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of exorcismus
Start Entity:     Exorcismus
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Exorcismus --[written_by]--> David Muñoz --[(INV) written_by]--> The Devil's Backbone --[has_genre]--> Horror
Path (Raw):       Exorcismus --[written_by]--> David Muñoz --[(INV) written_by]--> The Devil's Backbone --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of running
Start Entity:     Running
Gold Answer:      [['It Runs in the Family', 'Shining Through', 'Romancing the Stone', 'The Game', 'The Devil and Max Devlin', 'Solitary Man', 'The Sentinel', 'The War of the Roses', 'Blume in Love', 'The In-Laws', 'The Big Fix', "One Night at McCool's", 'Wonder Boys', 'Last Vegas', 'Disclosure', "Don't Say a Word", 'A Perfect Murder', 'Fatal Attraction', 'Falling Down', 'Napoleon and Samantha', 'The American President', 'King of California', 'The China Syndrome', 'The Star Chamber', 'The Ghost and the Darkness', 'Trumbo', 'Beyond a Reasonable Doubt', 'Ghosts of Girlfriends Past', 'The Jewel of the Nile', 'Black Rain', 'Basic Instinct', 'Coma', 'And So It Goes']]
Predicted Ans:    Beyond a Reasonable Doubt
Predicted Path:   Running --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Path (Raw):       Running --[No Operation]--> Running --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Neg LogProb(↓):   0.738585
Path Entropy(↓):  1.552787
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by craig chester
Start Entity:     Craig Chester
Gold Answer:      [['Tony Vitale', 'Tom Kalin', 'Brian Skeet', 'Cathleen Schine']]
Predicted Ans:    Tom Kalin
Predicted Path:   Craig Chester --[(INV) starred_actors]--> Swoon --[written_by]--> Tom Kalin
Path (Raw):       Craig Chester --[No Operation]--> Craig Chester --[(INV) starred_actors]--> Swoon --[written_by]--> Tom Kalin
Neg LogProb(↓):   0.021284
Path Entropy(↓):  0.104457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of wisconsin death trip also wrote which films
Start Entity:     Wisconsin Death Trip
Gold Answer:      [['The King']]
Predicted Ans:    The King
Predicted Path:   Wisconsin Death Trip --[written_by]--> James Marsh --[(INV) written_by]--> The King
Path (Raw):       Wisconsin Death Trip --[written_by]--> James Marsh --[(INV) written_by]--> The King --[No Operation]--> The King
Neg LogProb(↓):   0.050830
Path Entropy(↓):  0.213764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in inspector gadget also appears in which movies
Start Entity:     Inspector Gadget
Gold Answer:      [['Dunston Checks In', 'The Next Best Thing', 'The Stepford Wives', 'The Comfort of Strangers', 'Addicted to Love', 'The Scribbler', 'Diminished Capacity', 'Harriet the Spy', 'Finding Amanda', 'Ladyhawke', 'The Cable Guy', 'Election', 'Dance with a Stranger', 'The Producers', 'The Music Man', 'Deck the Halls', 'Marie and Bruce', 'Cemetery Man', 'Wonderful World', 'Ice Princess', 'Infinity', 'The Freshman', "A Midsummer Night's Dream", 'Torch Song Trilogy', 'Out on a Limb', 'You Can Count on Me', 'WarGames', 'The Road to Wellville', "Ferris Bueller's Day Off", 'The Tale of Despereaux', "My Best Friend's Wedding", 'Family Business', 'Glory', 'The Lion King', 'Paragraph 175', 'Godzilla', 'Black Christmas', 'The Last Shot', 'An Ideal Husband', 'Biloxi Blues', 'Another Country', 'Max Dugan Returns']]
Predicted Ans:    Godzilla
Predicted Path:   Inspector Gadget --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Path (Raw):       Inspector Gadget --[starred_actors]--> Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Neg LogProb(↓):   0.567528
Path Entropy(↓):  1.208697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by kenneth nelson in
Start Entity:     Kenneth Nelson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kenneth Nelson --[(INV) starred_actors]--> The Boys in the Band --[has_genre]--> Drama
Path (Raw):       Kenneth Nelson --[No Operation]--> Kenneth Nelson --[(INV) starred_actors]--> The Boys in the Band --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of wooden crosses were directed by who
Start Entity:     Wooden Crosses
Gold Answer:      [['Raymond Bernard', 'Claude Lelouch', 'Bille August', 'Richard Boleslawski', 'Tom Hooper']]
Predicted Ans:    Claude Lelouch
Predicted Path:   Wooden Crosses --[written_by]--> Raymond Bernard --[(INV) written_by]--> Les Misérables --[directed_by]--> Claude Lelouch
Path (Raw):       Wooden Crosses --[written_by]--> Raymond Bernard --[(INV) written_by]--> Les Misérables --[directed_by]--> Claude Lelouch
Neg LogProb(↓):   0.114213
Path Entropy(↓):  0.498090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by edward lewis wallant fall under
Start Entity:     Edward Lewis Wallant
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Edward Lewis Wallant --[(INV) written_by]--> The Pawnbroker --[has_genre]--> Drama
Path (Raw):       Edward Lewis Wallant --[No Operation]--> Edward Lewis Wallant --[(INV) written_by]--> The Pawnbroker --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film feast of love
Start Entity:     Feast of Love
Gold Answer:      [['Robert Benton']]
Predicted Ans:    Robert Benton
Predicted Path:   Feast of Love --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nadine --[directed_by]--> Robert Benton
Path (Raw):       Feast of Love --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nadine --[directed_by]--> Robert Benton
Neg LogProb(↓):   0.405181
Path Entropy(↓):  0.989884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did nelson mccormick direct
Start Entity:     Nelson McCormick
Gold Answer:      [['Prom Night', 'The Stepfather']]
Predicted Ans:    Bullies
Predicted Path:   Nelson McCormick --[(INV) directed_by]--> Prom Night --[directed_by]--> Paul Lynch --[(INV) directed_by]--> Bullies
Path (Raw):       Nelson McCormick --[(INV) directed_by]--> Prom Night --[directed_by]--> Paul Lynch --[(INV) directed_by]--> Bullies
Neg LogProb(↓):   0.851427
Path Entropy(↓):  0.737896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the eddie and the cruisers director release
Start Entity:     Eddie and the Cruisers
Gold Answer:      [['1980']]
Predicted Ans:    1983
Predicted Path:   Eddie and the Cruisers --[directed_by]--> Martin Davidson --[(INV) directed_by]--> Eddie and the Cruisers --[release_year]--> 1983
Path (Raw):       Eddie and the Cruisers --[directed_by]--> Martin Davidson --[(INV) directed_by]--> Eddie and the Cruisers --[release_year]--> 1983
Neg LogProb(↓):   0.292957
Path Entropy(↓):  0.566628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie rosenstrasse
Start Entity:     Rosenstrasse
Gold Answer:      [['Katja von Garnier']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Rosenstrasse --[starred_actors]--> Katja Riemann --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Rosenstrasse --[starred_actors]--> Katja Riemann --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.000225
Path Entropy(↓):  0.002379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie flirting with disaster
Start Entity:     Flirting with Disaster
Gold Answer:      [['1980', '2003', '1993', '2006', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1947', '2014', '1994', '1995', '1972', '2001', '1996', '2002', '2012', '2011', '1986', '2013', '2000', '1997', '2005', '1999', '1969']]
Predicted Ans:    1999
Predicted Path:   Flirting with Disaster --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Bringing Out the Dead --[release_year]--> 1999
Path (Raw):       Flirting with Disaster --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Bringing Out the Dead --[release_year]--> 1999
Neg LogProb(↓):   1.511035
Path Entropy(↓):  2.262597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the inheritors
Start Entity:     The Inheritors
Gold Answer:      [['Anatomy', 'Deadfall', "All the Queen's Men", 'The Counterfeiters']]
Predicted Ans:    Anatomy
Predicted Path:   The Inheritors --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy
Path (Raw):       The Inheritors --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[No Operation]--> Anatomy
Neg LogProb(↓):   0.002471
Path Entropy(↓):  0.019364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with pleasantville fall under
Start Entity:     Pleasantville
Gold Answer:      [['Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pleasantville --[written_by]--> Gary Ross --[(INV) written_by]--> Big --[has_genre]--> Comedy
Path (Raw):       Pleasantville --[written_by]--> Gary Ross --[(INV) written_by]--> Big --[has_genre]--> Comedy
Neg LogProb(↓):   0.204051
Path Entropy(↓):  0.523052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by mary gross released
Start Entity:     Mary Gross
Gold Answer:      [['1988', '1989']]
Predicted Ans:    1989
Predicted Path:   Mary Gross --[(INV) starred_actors]--> Troop Beverly Hills --[release_year]--> 1989
Path (Raw):       Mary Gross --[No Operation]--> Mary Gross --[(INV) starred_actors]--> Troop Beverly Hills --[release_year]--> 1989
Neg LogProb(↓):   0.389994
Path Entropy(↓):  0.629605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is female trouble
Start Entity:     Female Trouble
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Female Trouble --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Female Trouble --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.164433
Path Entropy(↓):  4.332078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the quiet room in a few words
Start Entity:     The Quiet Room
Gold Answer:      [['rolf de heer']]
Predicted Ans:    rolf de heer
Predicted Path:   The Quiet Room --[has_tags]--> rolf de heer --[(INV) has_tags]--> Bad Boy Bubby --[has_tags]--> rolf de heer
Path (Raw):       The Quiet Room --[has_tags]--> rolf de heer --[(INV) has_tags]--> Bad Boy Bubby --[has_tags]--> rolf de heer
Neg LogProb(↓):   0.038958
Path Entropy(↓):  0.174318
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by school ties actors release
Start Entity:     School Ties
Gold Answer:      [['2008', '2003', '1992', '1959', '1993', '2006', '1967', '1935', '1974', '2007', '1998', '1939', '2009', '2010', '2004', '1973', '2014', '1932', '1994', '1956', '1995', '1948', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '1999', '1987', '1969', '1958']]
Predicted Ans:    1973
Predicted Path:   School Ties --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> The Three Musketeers --[release_year]--> 1973
Path (Raw):       School Ties --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> The Three Musketeers --[release_year]--> 1973
Neg LogProb(↓):   1.362841
Path Entropy(↓):  3.116239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by ajay naidu
Start Entity:     Ajay Naidu
Gold Answer:      [['1999', '2007']]
Predicted Ans:    1999
Predicted Path:   Ajay Naidu --[(INV) starred_actors]--> Office Space --[release_year]--> 1999
Path (Raw):       Ajay Naidu --[No Operation]--> Ajay Naidu --[(INV) starred_actors]--> Office Space --[release_year]--> 1999
Neg LogProb(↓):   0.218050
Path Entropy(↓):  0.494687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie insomnia
Start Entity:     Insomnia
Gold Answer:      [['Roger Donaldson', 'Tony Goldwyn', 'James Foley', 'Jon Avnet', 'Mike Newell', 'Kimberly Peirce', 'Clint Eastwood', 'Michael Mann', 'Dino Risi', 'William Friedkin', 'Barry Levinson', 'David Mamet', 'Oliver Stone', 'Fisher Stevens', 'Jerry Schatzberg', 'Jack Gold', 'Harold Becker', 'Daniel Algrant', 'Howard Hawks', 'Frederick De Cordova', 'Hugh Hudson', 'Francis Ford Coppola', 'Phillip Noyce', 'Christopher Cain', 'George C. Wolfe', 'Mira Nair', 'Adam Grossman', 'Tom Hooper', 'Victor Fleming', 'Garry Marshall', 'Sidney Lumet', 'Martin Brest', 'Stephen Hopkins', 'Paul Morrissey', 'Antti Jokinen', 'Michael Radford', 'Al Pacino', 'Katja von Garnier', 'Brian De Palma', 'Arthur Hiller', 'Tommy Lee Jones', 'Richard Rosson']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Insomnia --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[directed_by]--> Francis Ford Coppola
Path (Raw):       Insomnia --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.122524
Path Entropy(↓):  1.481974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote scenes from the class struggle in beverly hills
Start Entity:     Scenes from the Class Struggle in Beverly Hills
Gold Answer:      [['Paul Bartel']]
Predicted Ans:    Paul Bartel
Predicted Path:   Scenes from the Class Struggle in Beverly Hills --[written_by]--> Paul Bartel --[(INV) written_by]--> Eating Raoul --[directed_by]--> Paul Bartel
Path (Raw):       Scenes from the Class Struggle in Beverly Hills --[written_by]--> Paul Bartel --[(INV) written_by]--> Eating Raoul --[directed_by]--> Paul Bartel
Neg LogProb(↓):   0.608497
Path Entropy(↓):  0.722009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in men at work
Start Entity:     Men at Work
Gold Answer:      [['Charlie Sheen', 'Emilio Estevez', 'Leslie Hope', 'Keith David']]
Predicted Ans:    Charlie Sheen
Predicted Path:   Men at Work --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[starred_actors]--> Charlie Sheen
Path (Raw):       Men at Work --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[starred_actors]--> Charlie Sheen
Neg LogProb(↓):   0.415608
Path Entropy(↓):  0.738160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in black snake moan
Start Entity:     Black Snake Moan
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Black Snake Moan --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country --[in_language]--> English
Path (Raw):       Black Snake Moan --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country --[in_language]--> English
Neg LogProb(↓):   0.000573
Path Entropy(↓):  0.005847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the machine girl
Start Entity:     The Machine Girl
Gold Answer:      [['Noboru Iguchi']]
Predicted Ans:    Noboru Iguchi
Predicted Path:   The Machine Girl --[written_by]--> Noboru Iguchi --[(INV) written_by]--> RoboGeisha --[directed_by]--> Noboru Iguchi
Path (Raw):       The Machine Girl --[written_by]--> Noboru Iguchi --[(INV) written_by]--> RoboGeisha --[directed_by]--> Noboru Iguchi
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by richard marquand
Start Entity:     Richard Marquand
Gold Answer:      [['Donald Sutherland', 'Sam Elliott', 'Peter Coyote', 'Kate Nelligan', 'Katharine Ross', 'Thierry Lhermitte', 'Karen Allen']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Richard Marquand --[(INV) directed_by]--> Eye of the Needle --[starred_actors]--> Donald Sutherland
Path (Raw):       Richard Marquand --[No Operation]--> Richard Marquand --[(INV) directed_by]--> Eye of the Needle --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.004526
Path Entropy(↓):  0.030805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with erin bethea
Start Entity:     Erin Bethea
Gold Answer:      [['Ken Bevel', 'Kirk Cameron']]
Predicted Ans:    Kirk Cameron
Predicted Path:   Erin Bethea --[(INV) starred_actors]--> Fireproof --[starred_actors]--> Kirk Cameron
Path (Raw):       Erin Bethea --[No Operation]--> Erin Bethea --[(INV) starred_actors]--> Fireproof --[starred_actors]--> Kirk Cameron
Neg LogProb(↓):   0.128096
Path Entropy(↓):  0.370620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by terry miles
Start Entity:     Terry Miles
Gold Answer:      [['Steve Austin', 'Danny Trejo']]
Predicted Ans:    Danny Trejo
Predicted Path:   Terry Miles --[(INV) directed_by]--> Recoil --[starred_actors]--> Danny Trejo
Path (Raw):       Terry Miles --[No Operation]--> Terry Miles --[(INV) directed_by]--> Recoil --[starred_actors]--> Danny Trejo
Neg LogProb(↓):   0.144477
Path Entropy(↓):  0.394899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film joysticks were released in which years
Start Entity:     Joysticks
Gold Answer:      [['1980', '1994']]
Predicted Ans:    1980
Predicted Path:   Joysticks --[directed_by]--> Greydon Clark --[(INV) directed_by]--> Without Warning --[release_year]--> 1980
Path (Raw):       Joysticks --[directed_by]--> Greydon Clark --[(INV) directed_by]--> Without Warning --[release_year]--> 1980
Neg LogProb(↓):   0.110190
Path Entropy(↓):  0.338702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of perfect sisters
Start Entity:     Perfect Sisters
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Perfect Sisters --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Path (Raw):       Perfect Sisters --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Neg LogProb(↓):   2.875664
Path Entropy(↓):  4.227223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the cat and the canary
Start Entity:     The Cat and the Canary
Gold Answer:      [['elliott nugent', 'bd-r', 'bob hope']]
Predicted Ans:    bob hope
Predicted Path:   The Cat and the Canary --[has_tags]--> bob hope --[(INV) has_tags]--> Road to Singapore --[has_tags]--> bob hope
Path (Raw):       The Cat and the Canary --[has_tags]--> bob hope --[(INV) has_tags]--> Road to Singapore --[has_tags]--> bob hope
Neg LogProb(↓):   0.063396
Path Entropy(↓):  0.240509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of seems like old times
Start Entity:     Seems Like Old Times
Gold Answer:      [['Neil Simon']]
Predicted Ans:    Neil Simon
Predicted Path:   Seems Like Old Times --[written_by]--> Neil Simon --[(INV) written_by]--> Seems Like Old Times --[written_by]--> Neil Simon
Path (Raw):       Seems Like Old Times --[written_by]--> Neil Simon --[(INV) written_by]--> Seems Like Old Times --[written_by]--> Neil Simon
Neg LogProb(↓):   0.108473
Path Entropy(↓):  0.376787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie the vampire bat
Start Entity:     The Vampire Bat
Gold Answer:      [['dwight frye', 'fay wray']]
Predicted Ans:    dwight frye
Predicted Path:   The Vampire Bat --[has_tags]--> dwight frye --[(INV) has_tags]--> Frankenstein --[has_tags]--> dwight frye
Path (Raw):       The Vampire Bat --[has_tags]--> dwight frye --[(INV) has_tags]--> Frankenstein --[has_tags]--> dwight frye
Neg LogProb(↓):   0.204105
Path Entropy(↓):  0.683002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by megan mullally
Start Entity:     Megan Mullally
Gold Answer:      [['Bruce McCulloch', 'Marc Forster']]
Predicted Ans:    Marc Forster
Predicted Path:   Megan Mullally --[(INV) starred_actors]--> Everything Put Together --[directed_by]--> Marc Forster
Path (Raw):       Megan Mullally --[No Operation]--> Megan Mullally --[(INV) starred_actors]--> Everything Put Together --[directed_by]--> Marc Forster
Neg LogProb(↓):   0.437470
Path Entropy(↓):  0.650087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the report also wrote which films
Start Entity:     The Report
Gold Answer:      [['The White Balloon', 'The Traveler', 'Homework', 'Ten', 'Like Someone in Love', 'Crimson Gold', 'Life, and Nothing More...', 'Close-Up', 'Taste of Cherry', 'Tickets', 'Certified Copy', 'The Wind Will Carry Us', 'Through the Olive Trees']]
Predicted Ans:    Life, and Nothing More...
Predicted Path:   The Report --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More...
Path (Raw):       The Report --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[No Operation]--> Life, and Nothing More...
Neg LogProb(↓):   0.874380
Path Entropy(↓):  1.294417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jules stewart were released in which years
Start Entity:     Jules Stewart
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jules Stewart --[(INV) directed_by]--> K-11 --[release_year]--> 2012
Path (Raw):       Jules Stewart --[No Operation]--> Jules Stewart --[(INV) directed_by]--> K-11 --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie high and dizzy are written by who
Start Entity:     High and Dizzy
Gold Answer:      [['Howard Emmett Rogers', 'Ted Wilde', 'Grover Jones', 'Luis Buñuel', 'Lynn Root', 'Sam Taylor', 'Clarence Budington Kelland', 'Richard Connell', 'Frank Butler', 'Allen Covert', 'Nick Swardson', 'Hal Roach', 'Andrew Bergman', 'John Grey', 'Lex Neal', 'Tim Whelan', 'Harry Clork', 'Preston Sturges']]
Predicted Ans:    Frank Butler
Predicted Path:   High and Dizzy --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[written_by]--> Frank Butler
Path (Raw):       High and Dizzy --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[written_by]--> Frank Butler
Neg LogProb(↓):   0.876182
Path Entropy(↓):  1.637195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the war at home director
Start Entity:     The War at Home
Gold Answer:      [['David McCumber', 'Emilio Estevez']]
Predicted Ans:    Emilio Estevez
Predicted Path:   The War at Home --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The Way --[written_by]--> Emilio Estevez
Path (Raw):       The War at Home --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The Way --[written_by]--> Emilio Estevez
Neg LogProb(↓):   0.920380
Path Entropy(↓):  1.295495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of i hired a contract killer
Start Entity:     I Hired a Contract Killer
Gold Answer:      [['Sakke Järvenpää', 'Kari Heiskanen', 'Asmo Hurula', 'Timo Eränkö', 'Kati Outinen', 'André Wilms', 'Blondin Miguel', 'Matti Pellonpää', 'Sakari Kuosmanen', 'Turo Pajala', 'Juhani Niemelä', 'Ilkka Koivula', 'Maria Järvenhelmi', 'Janne Hyytiäinen', 'Evelyne Didi', 'Crispin Glover', 'Vanessa Redgrave', 'Markku Peltola', 'Kari Väänänen', 'Peter Lorre']]
Predicted Ans:    Kati Outinen
Predicted Path:   I Hired a Contract Killer --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Drifting Clouds --[starred_actors]--> Kati Outinen
Path (Raw):       I Hired a Contract Killer --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Drifting Clouds --[starred_actors]--> Kati Outinen
Neg LogProb(↓):   0.126026
Path Entropy(↓):  0.486746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film invaders from mars
Start Entity:     Invaders from Mars
Gold Answer:      [['1995', '2001', '1990', '1985', '1979', '2012', '1974']]
Predicted Ans:    1990
Predicted Path:   Invaders from Mars --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Path (Raw):       Invaders from Mars --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Neg LogProb(↓):   1.440006
Path Entropy(↓):  2.566096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by david hugh jones
Start Entity:     David Hugh Jones
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   David Hugh Jones --[(INV) directed_by]--> The Confession --[in_language]--> French
Path (Raw):       David Hugh Jones --[No Operation]--> David Hugh Jones --[(INV) directed_by]--> The Confession --[in_language]--> French
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie near dark
Start Entity:     Near Dark
Gold Answer:      [['vampires', 'dark', 'western', 'vampire', 'kathryn bigelow']]
Predicted Ans:    anthony mackie
Predicted Path:   Near Dark --[has_tags]--> kathryn bigelow --[(INV) has_tags]--> The Hurt Locker --[has_tags]--> anthony mackie
Path (Raw):       Near Dark --[has_tags]--> kathryn bigelow --[(INV) has_tags]--> The Hurt Locker --[has_tags]--> anthony mackie
Neg LogProb(↓):   0.533662
Path Entropy(↓):  1.193680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe pollock
Start Entity:     Pollock
Gold Answer:      [['ed harris']]
Predicted Ans:    ed harris
Predicted Path:   Pollock --[has_tags]--> ed harris --[(INV) has_tags]--> The Way Back --[has_tags]--> ed harris
Path (Raw):       Pollock --[has_tags]--> ed harris --[(INV) has_tags]--> The Way Back --[has_tags]--> ed harris
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by edward e. paramore jr. were in which genres
Start Entity:     Edward E. Paramore Jr.
Gold Answer:      [['Drama', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Edward E. Paramore Jr. --[(INV) written_by]--> Baby Take a Bow --[has_genre]--> Comedy
Path (Raw):       Edward E. Paramore Jr. --[No Operation]--> Edward E. Paramore Jr. --[(INV) written_by]--> Baby Take a Bow --[has_genre]--> Comedy
Neg LogProb(↓):   0.506493
Path Entropy(↓):  1.004393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by liza marklund released
Start Entity:     Liza Marklund
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Liza Marklund --[(INV) written_by]--> The Bomber --[release_year]--> 2001
Path (Raw):       Liza Marklund --[No Operation]--> Liza Marklund --[(INV) written_by]--> The Bomber --[release_year]--> 2001
Neg LogProb(↓):   0.007501
Path Entropy(↓):  0.044035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by leslie small
Start Entity:     Leslie Small
Gold Answer:      [["Mo'Nique", 'Kellita Smith']]
Predicted Ans:    Mo'Nique
Predicted Path:   Leslie Small --[(INV) directed_by]--> Hair Show --[starred_actors]--> Mo'Nique
Path (Raw):       Leslie Small --[No Operation]--> Leslie Small --[(INV) directed_by]--> Hair Show --[starred_actors]--> Mo'Nique
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of homegrown
Start Entity:     Homegrown
Gold Answer:      [['A Dangerous Woman', 'Losing Isaiah', 'Grassroots', 'Paris Trout', 'Waterland']]
Predicted Ans:    A Dangerous Woman
Predicted Path:   Homegrown --[directed_by]--> Stephen Gyllenhaal --[(INV) directed_by]--> A Dangerous Woman
Path (Raw):       Homegrown --[No Operation]--> Homegrown --[directed_by]--> Stephen Gyllenhaal --[(INV) directed_by]--> A Dangerous Woman
Neg LogProb(↓):   0.470606
Path Entropy(↓):  1.039305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is adventures in babysitting
Start Entity:     Adventures in Babysitting
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Adventure
Predicted Path:   Adventures in Babysitting --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       Adventures in Babysitting --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   2.808354
Path Entropy(↓):  3.155650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with charles brackett
Start Entity:     Charles Brackett
Gold Answer:      [['Rusty Lemorande', 'Walter Salles', 'Ketti Frings', 'Caesar Dunn', 'Franz Schulz', 'Billy Wilder', 'Walter Reisch', 'Jacques Théry', 'Melchior Lengyel', 'Robert Harari', 'David Shaw', 'Richard L. Breen', 'Edward Childs Carpenter', 'Edwin Justus Mayer', 'Jules Verne', 'Daniela Thomas']]
Predicted Ans:    Billy Wilder
Predicted Path:   Charles Brackett --[(INV) written_by]--> The Major and the Minor --[written_by]--> Billy Wilder
Path (Raw):       Charles Brackett --[No Operation]--> Charles Brackett --[(INV) written_by]--> The Major and the Minor --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.443949
Path Entropy(↓):  1.351237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by ron carlson were in which genres
Start Entity:     Ron Carlson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ron Carlson --[(INV) written_by]--> Keith --[has_genre]--> Drama
Path (Raw):       Ron Carlson --[No Operation]--> Ron Carlson --[(INV) written_by]--> Keith --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by edwin h. knopf
Start Entity:     Edwin H. Knopf
Gold Answer:      [['King Vidor']]
Predicted Ans:    King Vidor
Predicted Path:   Edwin H. Knopf --[(INV) written_by]--> The Wedding Night --[directed_by]--> King Vidor
Path (Raw):       Edwin H. Knopf --[No Operation]--> Edwin H. Knopf --[(INV) written_by]--> The Wedding Night --[directed_by]--> King Vidor
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of beverly adams acted films
Start Entity:     Beverly Adams
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Beverly Adams --[(INV) starred_actors]--> Torture Garden --[release_year]--> 1967
Path (Raw):       Beverly Adams --[No Operation]--> Beverly Adams --[(INV) starred_actors]--> Torture Garden --[release_year]--> 1967
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by oprah winfrey
Start Entity:     Oprah Winfrey
Gold Answer:      [['Steven Spielberg', 'Jonathan Demme']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Oprah Winfrey --[(INV) starred_actors]--> The Color Purple --[directed_by]--> Steven Spielberg
Path (Raw):       Oprah Winfrey --[No Operation]--> Oprah Winfrey --[(INV) starred_actors]--> The Color Purple --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   0.032088
Path Entropy(↓):  0.147076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with marvin kren
Start Entity:     Marvin Kren
Gold Answer:      [['Benjamin Hessler']]
Predicted Ans:    Marvin Kren
Predicted Path:   Marvin Kren --[(INV) written_by]--> Rammbock --[written_by]--> Marvin Kren
Path (Raw):       Marvin Kren --[No Operation]--> Marvin Kren --[(INV) written_by]--> Rammbock --[written_by]--> Marvin Kren
Neg LogProb(↓):   0.000514
Path Entropy(↓):  0.004407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by cecil kellaway
Start Entity:     Cecil Kellaway
Gold Answer:      [['William Dieterle', 'Tay Garnett', 'Henry Hathaway', 'Curtis Bernhardt', 'Bob Rafelson', 'Eugène Lourié']]
Predicted Ans:    Tay Garnett
Predicted Path:   Cecil Kellaway --[(INV) starred_actors]--> The Postman Always Rings Twice --[directed_by]--> Tay Garnett
Path (Raw):       Cecil Kellaway --[No Operation]--> Cecil Kellaway --[(INV) starred_actors]--> The Postman Always Rings Twice --[directed_by]--> Tay Garnett
Neg LogProb(↓):   0.423514
Path Entropy(↓):  0.782320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did tracy pollan act in
Start Entity:     Tracy Pollan
Gold Answer:      [['A Stranger Among Us']]
Predicted Ans:    The Bonfire of the Vanities
Predicted Path:   Tracy Pollan --[(INV) starred_actors]--> A Stranger Among Us --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> The Bonfire of the Vanities
Path (Raw):       Tracy Pollan --[(INV) starred_actors]--> A Stranger Among Us --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> The Bonfire of the Vanities
Neg LogProb(↓):   0.630444
Path Entropy(↓):  1.117342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the writer of calendar girls
Start Entity:     Calendar Girls
Gold Answer:      [['Tim Firth', 'Juliette Towhidi']]
Predicted Ans:    Tim Firth
Predicted Path:   Calendar Girls --[written_by]--> Tim Firth --[(INV) written_by]--> Calendar Girls --[written_by]--> Tim Firth
Path (Raw):       Calendar Girls --[written_by]--> Tim Firth --[(INV) written_by]--> Calendar Girls --[written_by]--> Tim Firth
Neg LogProb(↓):   0.007291
Path Entropy(↓):  0.047834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with babylon a. d.
Start Entity:     Babylon A.D.
Gold Answer:      [['The Crimson Rivers', 'La Haine', 'Rebellion']]
Predicted Ans:    Rebellion
Predicted Path:   Babylon A.D. --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion
Path (Raw):       Babylon A.D. --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[No Operation]--> Rebellion
Neg LogProb(↓):   0.017630
Path Entropy(↓):  0.106734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by joan hackett
Start Entity:     Joan Hackett
Gold Answer:      [['Western', 'Mystery']]
Predicted Ans:    Western
Predicted Path:   Joan Hackett --[(INV) starred_actors]--> Support Your Local Sheriff! --[has_genre]--> Western
Path (Raw):       Joan Hackett --[No Operation]--> Joan Hackett --[(INV) starred_actors]--> Support Your Local Sheriff! --[has_genre]--> Western
Neg LogProb(↓):   0.074741
Path Entropy(↓):  0.258998
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of m. night shyamalan written films
Start Entity:     M. Night Shyamalan
Gold Answer:      [['1998', '2000', '2008', '2010', '2004', '2006', '1999', '2002', '2013']]
Predicted Ans:    2010
Predicted Path:   M. Night Shyamalan --[(INV) written_by]--> The Last Airbender --[release_year]--> 2010
Path (Raw):       M. Night Shyamalan --[No Operation]--> M. Night Shyamalan --[(INV) written_by]--> The Last Airbender --[release_year]--> 2010
Neg LogProb(↓):   0.984022
Path Entropy(↓):  1.950456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of full metal jacket starred who
Start Entity:     Full Metal Jacket
Gold Answer:      [['Dominique Swain', 'Jack Nicholson', 'Scatman Crothers', 'Vince Edwards', 'Shelley Duvall', 'Danny Lloyd', 'Sterling Hayden', 'Coleen Gray', 'Charles Laughton', 'Jeremy Irons', 'Patrick Magee', 'Marisa Berenson', 'Laurence Olivier', 'Frank Silvera', 'Jamie Smith', 'Malcolm McDowell', 'Shelley Winters', 'Frank Langella', 'Kirk Douglas', 'Irene Kane', 'Melanie Griffith', 'Hardy Krüger', 'Jean Simmons', 'Sue Lyon', 'James Mason', "Ryan O'Neal"]]
Predicted Ans:    Kirk Douglas
Predicted Path:   Full Metal Jacket --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Path (Raw):       Full Metal Jacket --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.109379
Path Entropy(↓):  0.463263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by jean cosmos
Start Entity:     Jean Cosmos
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jean Cosmos --[(INV) written_by]--> Safe Conduct --[has_genre]--> Drama
Path (Raw):       Jean Cosmos --[No Operation]--> Jean Cosmos --[(INV) written_by]--> Safe Conduct --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for twins
Start Entity:     Twins
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Twins --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Path (Raw):       Twins --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Neg LogProb(↓):   3.270330
Path Entropy(↓):  4.291933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of remember me, my love
Start Entity:     Remember Me, My Love
Gold Answer:      [['Harvey Weinstein', 'Gabriele Muccino', 'Paul Haggis']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   Remember Me, My Love --[directed_by]--> Gabriele Muccino --[(INV) directed_by]--> The Last Kiss --[written_by]--> Gabriele Muccino
Path (Raw):       Remember Me, My Love --[directed_by]--> Gabriele Muccino --[(INV) directed_by]--> The Last Kiss --[written_by]--> Gabriele Muccino
Neg LogProb(↓):   0.849460
Path Entropy(↓):  1.309946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the dirty rotten scoundrels director
Start Entity:     Dirty Rotten Scoundrels
Gold Answer:      [['Family', 'Musical', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dirty Rotten Scoundrels --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Muppets Take Manhattan --[has_genre]--> Comedy
Path (Raw):       Dirty Rotten Scoundrels --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Muppets Take Manhattan --[has_genre]--> Comedy
Neg LogProb(↓):   0.249311
Path Entropy(↓):  0.846865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was housefull 2 released
Start Entity:     Housefull 2
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Housefull 2 --[release_year]--> 2012 --[(INV) release_year]--> Beware of Mr. Baker --[release_year]--> 2012
Path (Raw):       Housefull 2 --[release_year]--> 2012 --[(INV) release_year]--> Beware of Mr. Baker --[release_year]--> 2012
Neg LogProb(↓):   2.901608
Path Entropy(↓):  3.924418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of in the electric mist
Start Entity:     In the Electric Mist
Gold Answer:      [['Mélanie Thierry', 'Niels Arestrup', 'Gaspard Ulliel', 'Lambert Wilson']]
Predicted Ans:    Lambert Wilson
Predicted Path:   In the Electric Mist --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Path (Raw):       In the Electric Mist --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Neg LogProb(↓):   0.003590
Path Entropy(↓):  0.024622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film romeo is bleeding
Start Entity:     Romeo Is Bleeding
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Romeo Is Bleeding --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       Romeo Is Bleeding --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   0.737224
Path Entropy(↓):  1.885802
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did daniel zelik berk direct
Start Entity:     Daniel Zelik Berk
Gold Answer:      [['Sometimes They Come Back... for More']]
Predicted Ans:    Sometimes They Come Back... for More
Predicted Path:   Daniel Zelik Berk --[(INV) directed_by]--> Sometimes They Come Back... for More --[directed_by]--> Daniel Zelik Berk --[(INV) directed_by]--> Sometimes They Come Back... for More
Path (Raw):       Daniel Zelik Berk --[(INV) directed_by]--> Sometimes They Come Back... for More --[directed_by]--> Daniel Zelik Berk --[(INV) directed_by]--> Sometimes They Come Back... for More
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the rewrite fall under
Start Entity:     The Rewrite
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Rewrite --[written_by]--> Marc Lawrence --[(INV) written_by]--> The Rewrite --[has_genre]--> Comedy
Path (Raw):       The Rewrite --[written_by]--> Marc Lawrence --[(INV) written_by]--> The Rewrite --[has_genre]--> Comedy
Neg LogProb(↓):   0.182635
Path Entropy(↓):  0.641800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by barry primus
Start Entity:     Barry Primus
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Barry Primus --[(INV) written_by]--> Mistress --[has_genre]--> Comedy
Path (Raw):       Barry Primus --[No Operation]--> Barry Primus --[(INV) written_by]--> Mistress --[has_genre]--> Comedy
Neg LogProb(↓):   0.434691
Path Entropy(↓):  0.649002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of spencer's mountain
Start Entity:     Spencer's Mountain
Gold Answer:      [['1934', '1939', '1944', '1957', '1959', '1936', '1994', '1947', '1956', '1943']]
Predicted Ans:    1956
Predicted Path:   Spencer's Mountain --[written_by]--> Delmer Daves --[(INV) written_by]--> Jubal --[release_year]--> 1956
Path (Raw):       Spencer's Mountain --[written_by]--> Delmer Daves --[(INV) written_by]--> Jubal --[release_year]--> 1956
Neg LogProb(↓):   0.918631
Path Entropy(↓):  1.737725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie blood from the mummy's tomb about
Start Entity:     Blood from the Mummy's Tomb
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Blood from the Mummy's Tomb --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Blood from the Mummy's Tomb --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.659814
Path Entropy(↓):  0.703941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Esther gorintin appears in which movies
Start Entity:     Esther Gorintin
Gold Answer:      [['Since Otar Left']]
Predicted Ans:    Since Otar Left
Predicted Path:   Esther Gorintin --[(INV) starred_actors]--> Since Otar Left --[starred_actors]--> Esther Gorintin --[(INV) starred_actors]--> Since Otar Left
Path (Raw):       Esther Gorintin --[(INV) starred_actors]--> Since Otar Left --[starred_actors]--> Esther Gorintin --[(INV) starred_actors]--> Since Otar Left
Neg LogProb(↓):   0.074931
Path Entropy(↓):  0.315650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for who'll stop the rain
Start Entity:     Who'll Stop the Rain
Gold Answer:      [['Robert Stone', 'Judith Rascoe']]
Predicted Ans:    Robert Stone
Predicted Path:   Who'll Stop the Rain --[written_by]--> Robert Stone --[(INV) written_by]--> Earth Days --[written_by]--> Robert Stone
Path (Raw):       Who'll Stop the Rain --[written_by]--> Robert Stone --[(INV) written_by]--> Earth Days --[written_by]--> Robert Stone
Neg LogProb(↓):   0.338275
Path Entropy(↓):  0.817737
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie for a good time, call...
Start Entity:     For a Good Time, Call...
Gold Answer:      [['Ted Koland', 'Jamie Linden', 'Rob McKittrick', 'Kelly Senecal', 'Eric Goodman', "Keir O'Donnell", 'Steve Moore', 'Lisa Wysocky', 'Brad Cohen', 'Geoff LaTulippe', 'Ben Gluck', 'Sam Raimi', 'Kevin Smith', 'Antonio Macia', 'Sam Esmail', 'Justin Long']]
Predicted Ans:    Kelly Senecal
Predicted Path:   For a Good Time, Call... --[starred_actors]--> Justin Long --[(INV) starred_actors]--> Going the Distance --[written_by]--> Kelly Senecal
Path (Raw):       For a Good Time, Call... --[starred_actors]--> Justin Long --[(INV) starred_actors]--> Going the Distance --[written_by]--> Kelly Senecal
Neg LogProb(↓):   0.975136
Path Entropy(↓):  1.974181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with power fall under
Start Entity:     Power
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Power --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       Power --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   0.368103
Path Entropy(↓):  1.422995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the undercover man
Start Entity:     The Undercover Man
Gold Answer:      [['1950', '1940', '1945', '1941', '1955', '1952', '1956']]
Predicted Ans:    1956
Predicted Path:   The Undercover Man --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry --[release_year]--> 1956
Path (Raw):       The Undercover Man --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry --[release_year]--> 1956
Neg LogProb(↓):   0.483253
Path Entropy(↓):  1.398894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does adventures of don juan fall under
Start Entity:     Adventures of Don Juan
Gold Answer:      [['Adventure', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Adventures of Don Juan --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Adventures of Don Juan --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   1.039768
Path Entropy(↓):  0.661643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does ben oxenbould appear in
Start Entity:     Ben Oxenbould
Gold Answer:      [['Caught Inside']]
Predicted Ans:    Caught Inside
Predicted Path:   Ben Oxenbould --[(INV) starred_actors]--> Caught Inside --[starred_actors]--> Daisy Betts --[(INV) starred_actors]--> Caught Inside
Path (Raw):       Ben Oxenbould --[(INV) starred_actors]--> Caught Inside --[starred_actors]--> Daisy Betts --[(INV) starred_actors]--> Caught Inside
Neg LogProb(↓):   0.002348
Path Entropy(↓):  0.017264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by marleen gorris
Start Entity:     Marleen Gorris
Gold Answer:      [['Randy Quaid', 'Emily Watson', 'Julia Stiles', 'Edda Barends', 'Natascha McElhone', 'Willeke van Ammelrooy', 'Shirley MacLaine', 'Michael Kitchen', 'Vanessa Redgrave', 'Alessandro Nivola', 'John Turturro']]
Predicted Ans:    Willeke van Ammelrooy
Predicted Path:   Marleen Gorris --[(INV) directed_by]--> Antonia's Line --[starred_actors]--> Willeke van Ammelrooy
Path (Raw):       Marleen Gorris --[No Operation]--> Marleen Gorris --[(INV) directed_by]--> Antonia's Line --[starred_actors]--> Willeke van Ammelrooy
Neg LogProb(↓):   0.017110
Path Entropy(↓):  0.089168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by waterloo actors
Start Entity:     Waterloo
Gold Answer:      [['Richard Attenborough', 'Robert Wise', 'Edward Dmytryk', 'Matt Cimber', 'Mars Callahan', 'Peter Glenville', 'Jeremy Kagan', 'Michael Mann', 'Michael Schroeder', 'John Huston', 'Franco Zeffirelli', 'Basil Dearden', 'Klaus Kinski', 'Delmer Daves', 'Sandra Fierlinger', 'Luigi Cozzi', 'Cary Fukunaga', 'Paul Fierlinger', 'Richard Fleischer', 'Spike Lee', 'Michael Hoffman', 'Stuart Burge', 'David Lean', 'Jerry London', 'Carol Reed', 'Ron Howard', 'Roman Polanski', 'Henry Jaglom', 'Henry Hathaway', 'Charles Jarrott', 'Otto Preminger', 'Jack Smight', 'Ken Annakin', 'Frédéric Back', 'Budd Schulberg', 'Cy Endfield', 'Michael Mazo', 'Nicholas Ray', 'Martin Ritt', 'Jack Gold', 'Bryan Forbes', 'Dan Curtis', 'Terence Young', 'Luchino Visconti', 'Terry Gilliam', 'Michael Winner', 'Patrick Lussier', 'Samuel Fuller', 'Stephen Gaghan', 'Shane Acker', 'Augusto Caminito', 'Atom Egoyan', 'Robert Mulligan', 'Jérôme Salle', 'Richard Wilson', 'Sidney Lumet', 'John Flynn', 'Peter Yates', 'John Farrow', 'Charles Frend', 'Delbert Mann', 'Alejandro Agresti', 'Daryl Duke', 'John Guillermin', 'Oliver Parker', 'Norman Jewison', 'William Wyler', 'Terrence Malick', 'Orson Welles', 'Egidio Coccimiglio', 'Jeannot Szwarc', 'Robert Stevenson', 'Elia Kazan', 'Arthur Hiller', 'Howard Hawks']]
Predicted Ans:    Michael Mann
Predicted Path:   Waterloo --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Waterloo --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   1.163451
Path Entropy(↓):  2.052995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by nightwatch writers release
Start Entity:     Nightwatch
Gold Answer:      [['1996', '2002', '1993', '2007']]
Predicted Ans:    2002
Predicted Path:   Nightwatch --[written_by]--> Ole Bornedal --[(INV) written_by]--> I Am Dina --[release_year]--> 2002
Path (Raw):       Nightwatch --[written_by]--> Ole Bornedal --[(INV) written_by]--> I Am Dina --[release_year]--> 2002
Neg LogProb(↓):   1.312549
Path Entropy(↓):  1.982965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the dark half
Start Entity:     The Dark Half
Gold Answer:      [['Land of the Dead', 'Creepshow', 'Dawn of the Dead', 'Night of the Living Dead', 'Diary of the Dead', 'Survival of the Dead', 'Bruiser', 'Knightriders', 'The Crazies', 'Two Evil Eyes', 'Day of the Dead', 'Monkey Shines', 'Martin']]
Predicted Ans:    Two Evil Eyes
Predicted Path:   The Dark Half --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes
Path (Raw):       The Dark Half --[No Operation]--> The Dark Half --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes
Neg LogProb(↓):   0.264927
Path Entropy(↓):  0.772153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the still alice director release
Start Entity:     Still Alice
Gold Answer:      [['2001', '2006', '2013']]
Predicted Ans:    2014
Predicted Path:   Still Alice --[directed_by]--> Wash Westmoreland --[(INV) directed_by]--> Still Alice --[release_year]--> 2014
Path (Raw):       Still Alice --[directed_by]--> Wash Westmoreland --[(INV) directed_by]--> Still Alice --[release_year]--> 2014
Neg LogProb(↓):   0.319203
Path Entropy(↓):  0.688215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor janet eilber is a co - star of who
Start Entity:     Janet Eilber
Gold Answer:      [['Rick Springfield', 'Patti Hansen']]
Predicted Ans:    Patti Hansen
Predicted Path:   Janet Eilber --[(INV) starred_actors]--> Hard to Hold --[starred_actors]--> Patti Hansen
Path (Raw):       Janet Eilber --[No Operation]--> Janet Eilber --[(INV) starred_actors]--> Hard to Hold --[starred_actors]--> Patti Hansen
Neg LogProb(↓):   0.170047
Path Entropy(↓):  0.434556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film santa fe trail were released in which years
Start Entity:     Santa Fe Trail
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1968', '1939', '1933', '1947', '1932', '1943', '1983', '1995', '1989', '1942', '1940', '1938', '1961', '1955', '1934', '1924', '1949', '1950', '1960', '1945', '1937', '1928', '1958']]
Predicted Ans:    1944
Predicted Path:   Santa Fe Trail --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Santa Fe Trail --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   1.069491
Path Entropy(↓):  2.367596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the music of chance actors
Start Entity:     The Music of Chance
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Music of Chance --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Path (Raw):       The Music of Chance --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.053512
Path Entropy(↓):  0.286214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of windows
Start Entity:     Windows
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Windows --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Windows --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.794578
Path Entropy(↓):  3.428479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of my fair lady
Start Entity:     My Fair Lady
Gold Answer:      [['Leslie Howard', 'Otto Preminger', 'Gabriel Pascal', 'Jacqueline Audry', 'Joshua Logan', 'Stanley Donen', 'Vincente Minnelli', 'David Lean']]
Predicted Ans:    Alan Jay Lerner
Predicted Path:   My Fair Lady --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[written_by]--> Alan Jay Lerner
Path (Raw):       My Fair Lady --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[written_by]--> Alan Jay Lerner
Neg LogProb(↓):   0.262409
Path Entropy(↓):  0.746720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of altered
Start Entity:     Altered
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Altered --[written_by]--> Eduardo Sánchez --[(INV) written_by]--> The Blair Witch Project --[release_year]--> 1999
Path (Raw):       Altered --[written_by]--> Eduardo Sánchez --[(INV) written_by]--> The Blair Witch Project --[release_year]--> 1999
Neg LogProb(↓):   0.035256
Path Entropy(↓):  0.158276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did todd stephens write
Start Entity:     Todd Stephens
Gold Answer:      [['Edge of Seventeen', 'Gypsy 83', 'Another Gay Movie']]
Predicted Ans:    Edge of Seventeen
Predicted Path:   Todd Stephens --[(INV) written_by]--> Edge of Seventeen --[written_by]--> Todd Stephens --[(INV) written_by]--> Edge of Seventeen
Path (Raw):       Todd Stephens --[(INV) written_by]--> Edge of Seventeen --[written_by]--> Todd Stephens --[(INV) written_by]--> Edge of Seventeen
Neg LogProb(↓):   0.010393
Path Entropy(↓):  0.065449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by gidi dar
Start Entity:     Gidi Dar
Gold Answer:      [['Shuli Rand']]
Predicted Ans:    Shuli Rand
Predicted Path:   Gidi Dar --[(INV) directed_by]--> Ushpizin --[written_by]--> Shuli Rand
Path (Raw):       Gidi Dar --[No Operation]--> Gidi Dar --[(INV) directed_by]--> Ushpizin --[written_by]--> Shuli Rand
Neg LogProb(↓):   0.033233
Path Entropy(↓):  0.143963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by dax shepard
Start Entity:     Dax Shepard
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Dax Shepard --[(INV) written_by]--> Hit and Run --[has_genre]--> Comedy
Path (Raw):       Dax Shepard --[No Operation]--> Dax Shepard --[(INV) written_by]--> Hit and Run --[has_genre]--> Comedy
Neg LogProb(↓):   0.003304
Path Entropy(↓):  0.022141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with a woman's face fall under
Start Entity:     A Woman's Face
Gold Answer:      [['Romance', 'Family', 'Music', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Woman's Face --[directed_by]--> George Cukor --[(INV) directed_by]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       A Woman's Face --[directed_by]--> George Cukor --[(INV) directed_by]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   0.968769
Path Entropy(↓):  1.642820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by stepan krylov were in which genres
Start Entity:     Stepan Krylov
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Stepan Krylov --[(INV) starred_actors]--> Ivan's Childhood --[has_genre]--> War
Path (Raw):       Stepan Krylov --[No Operation]--> Stepan Krylov --[(INV) starred_actors]--> Ivan's Childhood --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film lawrence of arabia was directed by who
Start Entity:     Lawrence of Arabia
Gold Answer:      [['David Lean']]
Predicted Ans:    David Lean
Predicted Path:   Lawrence of Arabia --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[directed_by]--> David Lean
Path (Raw):       Lawrence of Arabia --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[directed_by]--> David Lean
Neg LogProb(↓):   0.038941
Path Entropy(↓):  0.170918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in new rose hotel
Start Entity:     New Rose Hotel
Gold Answer:      [['Christopher Walken', 'Willem Dafoe', 'Asia Argento']]
Predicted Ans:    Christopher Walken
Predicted Path:   New Rose Hotel --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> King of New York --[starred_actors]--> Christopher Walken
Path (Raw):       New Rose Hotel --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> King of New York --[starred_actors]--> Christopher Walken
Neg LogProb(↓):   1.226712
Path Entropy(↓):  1.814747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was brian taylor a writer on
Start Entity:     Brian Taylor
Gold Answer:      [['Crank', 'Pathology', 'Gamer']]
Predicted Ans:    Crank
Predicted Path:   Brian Taylor --[(INV) written_by]--> Crank --[written_by]--> Mark Neveldine --[(INV) written_by]--> Crank
Path (Raw):       Brian Taylor --[(INV) written_by]--> Crank --[written_by]--> Mark Neveldine --[(INV) written_by]--> Crank
Neg LogProb(↓):   0.010098
Path Entropy(↓):  0.066825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with samurai assassin in
Start Entity:     Samurai Assassin
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Samurai Assassin --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Zatoichi Meets Yojimbo --[in_language]--> Japanese
Path (Raw):       Samurai Assassin --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Zatoichi Meets Yojimbo --[in_language]--> Japanese
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of massacre at central high
Start Entity:     Massacre at Central High
Gold Answer:      [['Rene Daalder']]
Predicted Ans:    Rene Daalder
Predicted Path:   Massacre at Central High --[directed_by]--> Rene Daalder --[(INV) directed_by]--> Massacre at Central High --[directed_by]--> Rene Daalder
Path (Raw):       Massacre at Central High --[directed_by]--> Rene Daalder --[(INV) directed_by]--> Massacre at Central High --[directed_by]--> Rene Daalder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ruthanna hopper were written by who
Start Entity:     Ruthanna Hopper
Gold Answer:      [['Kevin Noland', 'Mathieu Demy']]
Predicted Ans:    Kevin Noland
Predicted Path:   Ruthanna Hopper --[(INV) starred_actors]--> Americano --[written_by]--> Kevin Noland
Path (Raw):       Ruthanna Hopper --[No Operation]--> Ruthanna Hopper --[(INV) starred_actors]--> Americano --[written_by]--> Kevin Noland
Neg LogProb(↓):   0.006035
Path Entropy(↓):  0.036764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the pleasure garden are written by who
Start Entity:     The Pleasure Garden
Gold Answer:      [['W. Somerset Maugham', 'Thornton Wilder', 'David Dodge', 'Arthur La Bern', 'Robert E. Sherwood', 'Patrick Hamilton', 'Angus MacPhail', 'Patricia Highsmith', 'Joseph Jefferson Farjeon', 'Sally Benson', 'Hall Caine', 'Barré Lyndon', 'Marie Belloc Lowndes', 'David O. Selznick', 'George Tabori', 'Dorothy Parker', 'Ernest Lehman', 'Cornell Woolrich', 'John Steinbeck', 'Peter Viertel', 'Leon Uris', 'Frank Launder', 'Hume Cronyn', 'Selwyn Jepson', 'John Buchan', 'Lizzie Mickery', 'James Bridie', 'Ethel Lina White', 'Whitfield Cook', 'Robert Benchley', 'Maxwell Anderson', 'Clemence Dane', 'David Ondaatje', 'Stephan Elliott', 'Paul Anthelme', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Anthony Shaffer', 'George Axelrod', 'Frederick Knott', 'Skip Woods', 'Samuel A. Taylor', 'Alec Coppel', 'Joseph Stefano', 'Joan Harrison', 'Charles Bennett', 'John Michael Hayes', 'Gordon McDonell', 'Philip MacDonald', 'Sidney Gilliat', 'John Galsworthy', 'Alfred Hitchcock', 'Jay Presson Allen', 'Winston Graham', 'Jerome Sable', 'Victor Canning', 'Eden Phillpotts', 'Jack Trevor Story', 'David Ayer', 'Robert Bloch', 'Joseph Conrad', 'Ben Hecht', 'Alma Reville', 'Michael Hogan', 'Walter C. Mycroft', 'Brian Moore', 'Helen Simpson', 'Arthur Laurents', 'James Hilton', 'Evan Hunter']]
Predicted Ans:    John Michael Hayes
Predicted Path:   The Pleasure Garden --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> To Catch a Thief --[written_by]--> John Michael Hayes
Path (Raw):       The Pleasure Garden --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> To Catch a Thief --[written_by]--> John Michael Hayes
Neg LogProb(↓):   1.131510
Path Entropy(↓):  1.967046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by wendy barrie were released in which years
Start Entity:     Wendy Barrie
Gold Answer:      [['1978', '2000', '1959', '1939']]
Predicted Ans:    1978
Predicted Path:   Wendy Barrie --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       Wendy Barrie --[No Operation]--> Wendy Barrie --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   1.008908
Path Entropy(↓):  1.312960
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by eric mabius fall under
Start Entity:     Eric Mabius
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Eric Mabius --[(INV) starred_actors]--> Price Check --[has_genre]--> Comedy
Path (Raw):       Eric Mabius --[No Operation]--> Eric Mabius --[(INV) starred_actors]--> Price Check --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for unknown
Start Entity:     Unknown
Gold Answer:      [['Didier Van Cauwelaert']]
Predicted Ans:    Didier Van Cauwelaert
Predicted Path:   Unknown --[written_by]--> Didier Van Cauwelaert --[(INV) written_by]--> Unknown --[written_by]--> Didier Van Cauwelaert
Path (Raw):       Unknown --[written_by]--> Didier Van Cauwelaert --[(INV) written_by]--> Unknown --[written_by]--> Didier Van Cauwelaert
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of dead men don't wear plaid
Start Entity:     Dead Men Don't Wear Plaid
Gold Answer:      [['John Landis', 'Blake Edwards', 'Fred Schepisi', 'Jeffrey Nachmanoff', 'Mick Jackson', 'Anand Tucker', 'Frank Oz', 'Carl Reiner', 'Norman Jewison', 'Gillies MacKinnon', 'Harald Zwart']]
Predicted Ans:    Anand Tucker
Predicted Path:   Dead Men Don't Wear Plaid --[written_by]--> Steve Martin --[(INV) written_by]--> Shopgirl --[directed_by]--> Anand Tucker
Path (Raw):       Dead Men Don't Wear Plaid --[written_by]--> Steve Martin --[(INV) written_by]--> Shopgirl --[directed_by]--> Anand Tucker
Neg LogProb(↓):   0.724246
Path Entropy(↓):  1.530335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Paul rachman directed which movies
Start Entity:     Paul Rachman
Gold Answer:      [['American Hardcore']]
Predicted Ans:    American Hardcore
Predicted Path:   Paul Rachman --[(INV) directed_by]--> American Hardcore --[directed_by]--> Paul Rachman --[(INV) directed_by]--> American Hardcore
Path (Raw):       Paul Rachman --[(INV) directed_by]--> American Hardcore --[directed_by]--> Paul Rachman --[(INV) directed_by]--> American Hardcore
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the offence
Start Entity:     The Offence
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Offence --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Path (Raw):       The Offence --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by hyde park on hudson actors release
Start Entity:     Hyde Park on Hudson
Gold Answer:      [['1980', '1946', '2008', '2003', '1993', '2006', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '1990', '1996', '1981', '1988', '2000', '1997', '2005', '1991']]
Predicted Ans:    1984
Predicted Path:   Hyde Park on Hudson --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Path (Raw):       Hyde Park on Hudson --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Neg LogProb(↓):   1.153147
Path Entropy(↓):  2.089707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter mona achache co - wrote movies with who
Start Entity:     Mona Achache
Gold Answer:      [['Muriel Barbery']]
Predicted Ans:    Muriel Barbery
Predicted Path:   Mona Achache --[(INV) written_by]--> The Hedgehog --[written_by]--> Muriel Barbery
Path (Raw):       Mona Achache --[No Operation]--> Mona Achache --[(INV) written_by]--> The Hedgehog --[written_by]--> Muriel Barbery
Neg LogProb(↓):   0.000368
Path Entropy(↓):  0.003371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film kal ho naa ho were released in which years
Start Entity:     Kal Ho Naa Ho
Gold Answer:      [['1998', '2001', '2008', '2003', '2005', '2004', '2012']]
Predicted Ans:    2001
Predicted Path:   Kal Ho Naa Ho --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Dil Chahta Hai --[release_year]--> 2001
Path (Raw):       Kal Ho Naa Ho --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Dil Chahta Hai --[release_year]--> 2001
Neg LogProb(↓):   0.159380
Path Entropy(↓):  0.676284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by rosemary lane
Start Entity:     Rosemary Lane
Gold Answer:      [['Horror', 'Western']]
Predicted Ans:    Horror
Predicted Path:   Rosemary Lane --[(INV) starred_actors]--> The Return of Doctor X --[has_genre]--> Horror
Path (Raw):       Rosemary Lane --[No Operation]--> Rosemary Lane --[(INV) starred_actors]--> The Return of Doctor X --[has_genre]--> Horror
Neg LogProb(↓):   0.000327
Path Entropy(↓):  0.002952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of ruth dwyer acted films
Start Entity:     Ruth Dwyer
Gold Answer:      [['Buster Keaton']]
Predicted Ans:    Buster Keaton
Predicted Path:   Ruth Dwyer --[(INV) starred_actors]--> Seven Chances --[directed_by]--> Buster Keaton
Path (Raw):       Ruth Dwyer --[No Operation]--> Ruth Dwyer --[(INV) starred_actors]--> Seven Chances --[directed_by]--> Buster Keaton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie no looking back
Start Entity:     No Looking Back
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   No Looking Back --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       No Looking Back --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   2.779310
Path Entropy(↓):  4.546766
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by paul hogan in
Start Entity:     Paul Hogan
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Hogan --[(INV) written_by]--> Crocodile Dundee in Los Angeles --[has_genre]--> Comedy
Path (Raw):       Paul Hogan --[No Operation]--> Paul Hogan --[(INV) written_by]--> Crocodile Dundee in Los Angeles --[has_genre]--> Comedy
Neg LogProb(↓):   0.001761
Path Entropy(↓):  0.012926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by great balls of fire! actors
Start Entity:     Great Balls of Fire!
Gold Answer:      [['Gabriele Muccino', 'Glenn Gordon Caron', 'Ronald F. Maxwell', 'Wolfgang Petersen', 'Mike Nichols', 'Clint Eastwood', 'Todd Haynes', 'Lasse Hallström', 'Taylor Hackford', 'Basil Dearden', 'Rudolph Maté', 'Joe Alves', 'Jim Kouf', 'Noam Murro', 'Martin Guigui', 'Roland Emmerich', 'Oliver Stone', 'Annabel Jankel', 'Rocky Morton', 'Jonas Åkerlund', 'Christian Alvart', 'Jim McBride', 'Lawrence Kasdan', 'Sean McNamara', 'Alan Parker', 'Nancy Meyers', 'Harvey Weinstein', 'Joe Dante', 'Gary Fleder', 'John Wayne', 'Herbert Ross', 'Gregory Hoblit', 'Peter Yates', 'Pete Travis', 'John Lee Hancock', 'Brian Klugman', 'Lee Sternthal', 'Craig Brewer', 'Carl Gottlieb', 'David Swift', 'Paul Weitz', 'Mike Figgis']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Great Balls of Fire! --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[directed_by]--> Roland Emmerich
Path (Raw):       Great Balls of Fire! --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[directed_by]--> Roland Emmerich
Neg LogProb(↓):   1.043002
Path Entropy(↓):  1.820316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by busby berkeley were released in which years
Start Entity:     Busby Berkeley
Gold Answer:      [['1934', '1949', '1939', '1940', '1942', '1935', '1941', '1943']]
Predicted Ans:    1943
Predicted Path:   Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Path (Raw):       Busby Berkeley --[No Operation]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Neg LogProb(↓):   0.309652
Path Entropy(↓):  0.944002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie skeleton man
Start Entity:     Skeleton Man
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Skeleton Man --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Skeleton Man --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.820491
Path Entropy(↓):  4.328602
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the wicked lady
Start Entity:     The Wicked Lady
Gold Answer:      [['Hungry Hill', 'Susannah of the Mounties', 'Night Train to Munich', 'The Lady Vanishes', 'Highly Dangerous', 'The Man in Grey', "A Place of One's Own", 'The Stars Look Down', 'Man of the Moment']]
Predicted Ans:    Night Train to Munich
Predicted Path:   The Wicked Lady --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich
Path (Raw):       The Wicked Lady --[starred_actors]--> Margaret Lockwood --[No Operation]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich
Neg LogProb(↓):   0.289258
Path Entropy(↓):  0.708307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie guru are directed by who
Start Entity:     Guru
Gold Answer:      [['Rakeysh Omprakash Mehra', 'Sooraj R. Barjatya', 'Shaad Ali', 'Babbar Subhash', 'Sanjay Gadhvi', 'Goldie Behl', 'Claude Lelouch', 'Farah Khan', 'Rajkumar Hirani', 'John G. Avildsen', 'Nikhil Advani', 'Anupam Kher']]
Predicted Ans:    Farah Khan
Predicted Path:   Guru --[starred_actors]--> Abhishek Bachchan --[(INV) starred_actors]--> Happy New Year --[directed_by]--> Farah Khan
Path (Raw):       Guru --[starred_actors]--> Abhishek Bachchan --[(INV) starred_actors]--> Happy New Year --[directed_by]--> Farah Khan
Neg LogProb(↓):   0.530668
Path Entropy(↓):  1.307920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by rachel klein
Start Entity:     Rachel Klein
Gold Answer:      [['The Moth Diaries']]
Predicted Ans:    The Moth Diaries
Predicted Path:   Rachel Klein --[(INV) written_by]--> The Moth Diaries --[written_by]--> Mary Harron --[(INV) written_by]--> The Moth Diaries
Path (Raw):       Rachel Klein --[(INV) written_by]--> The Moth Diaries --[written_by]--> Mary Harron --[(INV) written_by]--> The Moth Diaries
Neg LogProb(↓):   0.213969
Path Entropy(↓):  0.500325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie stagecoach were in which languages
Start Entity:     Stagecoach
Gold Answer:      [['Spanish']]
Predicted Ans:    good
Predicted Path:   Stagecoach --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[has_imdb_rating]--> good
Path (Raw):       Stagecoach --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[has_imdb_rating]--> good
Neg LogProb(↓):   0.372684
Path Entropy(↓):  0.918494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the film the barber of siberia
Start Entity:     The Barber of Siberia
Gold Answer:      [['Nikita Mikhalkov']]
Predicted Ans:    Nikita Mikhalkov
Predicted Path:   The Barber of Siberia --[directed_by]--> Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[directed_by]--> Nikita Mikhalkov
Path (Raw):       The Barber of Siberia --[directed_by]--> Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[directed_by]--> Nikita Mikhalkov
Neg LogProb(↓):   0.000297
Path Entropy(↓):  0.002709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with back to bataan in
Start Entity:     Back to Bataan
Gold Answer:      [['Swedish', 'French', 'Swahili', 'Irish', 'English', 'Greek', 'Italian', 'German']]
Predicted Ans:    Irish
Predicted Path:   Back to Bataan --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Back to Bataan --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.138965
Path Entropy(↓):  0.461348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with bela tarr
Start Entity:     Béla Tarr
Gold Answer:      [['László Krasznahorkai', 'Georges Simenon']]
Predicted Ans:    Béla Tarr
Predicted Path:   Béla Tarr --[(INV) written_by]--> The Turin Horse --[written_by]--> Béla Tarr
Path (Raw):       Béla Tarr --[No Operation]--> Béla Tarr --[(INV) written_by]--> The Turin Horse --[written_by]--> Béla Tarr
Neg LogProb(↓):   0.529052
Path Entropy(↓):  0.746433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie presenting lily mars
Start Entity:     Presenting Lily Mars
Gold Answer:      [['1946', '1954', '1944', '1959', '1941', '1963', '1939', '1951', '1953', '1947', '1956', '1931', '1943', '1976', '1948', '1942', '1940', '1981', '1955', '1962', '2000', '1949', '1950', '1991', '1945', '1987', '1937', '1958']]
Predicted Ans:    1976
Predicted Path:   Presenting Lily Mars --[starred_actors]--> Judy Garland --[(INV) starred_actors]--> A Star Is Born --[release_year]--> 1976
Path (Raw):       Presenting Lily Mars --[starred_actors]--> Judy Garland --[(INV) starred_actors]--> A Star Is Born --[release_year]--> 1976
Neg LogProb(↓):   1.142228
Path Entropy(↓):  2.516948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of anne brochet acted films
Start Entity:     Anne Brochet
Gold Answer:      [['Milcho Manchevski', 'Michael Gordon', 'Jacques Rivette']]
Predicted Ans:    Jacques Rivette
Predicted Path:   Anne Brochet --[(INV) starred_actors]--> The Story of Marie and Julien --[directed_by]--> Jacques Rivette
Path (Raw):       Anne Brochet --[No Operation]--> Anne Brochet --[(INV) starred_actors]--> The Story of Marie and Julien --[directed_by]--> Jacques Rivette
Neg LogProb(↓):   0.619655
Path Entropy(↓):  0.740987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of friends with benefits also directed which films
Start Entity:     Friends with Benefits
Gold Answer:      [['Fired Up!', 'Easy A', 'Annie']]
Predicted Ans:    Annie
Predicted Path:   Friends with Benefits --[directed_by]--> Will Gluck --[(INV) directed_by]--> Annie
Path (Raw):       Friends with Benefits --[directed_by]--> Will Gluck --[(INV) directed_by]--> Annie --[No Operation]--> Annie
Neg LogProb(↓):   0.235905
Path Entropy(↓):  0.646525
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did andrew currie direct
Start Entity:     Andrew Currie
Gold Answer:      [['Fido', 'Barricade']]
Predicted Ans:    Fido
Predicted Path:   Andrew Currie --[(INV) directed_by]--> Fido --[written_by]--> Dennis Heaton --[(INV) written_by]--> Fido
Path (Raw):       Andrew Currie --[(INV) directed_by]--> Fido --[written_by]--> Dennis Heaton --[(INV) written_by]--> Fido
Neg LogProb(↓):   0.716200
Path Entropy(↓):  1.347562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of mark herrier
Start Entity:     Mark Herrier
Gold Answer:      [['Alan Ormsby']]
Predicted Ans:    Alan Ormsby
Predicted Path:   Mark Herrier --[(INV) directed_by]--> Popcorn --[directed_by]--> Alan Ormsby
Path (Raw):       Mark Herrier --[No Operation]--> Mark Herrier --[(INV) directed_by]--> Popcorn --[directed_by]--> Alan Ormsby
Neg LogProb(↓):   0.513970
Path Entropy(↓):  0.673903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did marilyn manning star in
Start Entity:     Marilyn Manning
Gold Answer:      [['Eegah']]
Predicted Ans:    Eegah
Predicted Path:   Marilyn Manning --[(INV) starred_actors]--> Eegah --[starred_actors]--> Marilyn Manning --[(INV) starred_actors]--> Eegah
Path (Raw):       Marilyn Manning --[(INV) starred_actors]--> Eegah --[starred_actors]--> Marilyn Manning --[(INV) starred_actors]--> Eegah
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote contempt
Start Entity:     Contempt
Gold Answer:      [['1960', '1999', '1970']]
Predicted Ans:    1970
Predicted Path:   Contempt --[written_by]--> Alberto Moravia --[(INV) written_by]--> The Conformist --[release_year]--> 1970
Path (Raw):       Contempt --[written_by]--> Alberto Moravia --[(INV) written_by]--> The Conformist --[release_year]--> 1970
Neg LogProb(↓):   0.207890
Path Entropy(↓):  0.488723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the goodfellas director
Start Entity:     Goodfellas
Gold Answer:      [['Tibetan', 'Irish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Goodfellas --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[in_language]--> Italian
Path (Raw):       Goodfellas --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[in_language]--> Italian
Neg LogProb(↓):   0.034954
Path Entropy(↓):  0.151817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director philip einstein lipski co - directed movies with who
Start Entity:     Philip Einstein Lipski
Gold Answer:      [['Kresten Vestbjerg Andersen', 'Thorbjørn Christoffersen']]
Predicted Ans:    Philip Einstein Lipski
Predicted Path:   Philip Einstein Lipski --[(INV) directed_by]--> Ronal the Barbarian --[directed_by]--> Philip Einstein Lipski
Path (Raw):       Philip Einstein Lipski --[No Operation]--> Philip Einstein Lipski --[(INV) directed_by]--> Ronal the Barbarian --[directed_by]--> Philip Einstein Lipski
Neg LogProb(↓):   0.575408
Path Entropy(↓):  0.858610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by the director of chattahoochee
Start Entity:     Chattahoochee
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Chattahoochee --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[has_genre]--> Drama
Path (Raw):       Chattahoochee --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[has_genre]--> Drama
Neg LogProb(↓):   0.174269
Path Entropy(↓):  0.566695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of anna massey starred movies
Start Entity:     Anna Massey
Gold Answer:      [['Roy Ward Baker']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Anna Massey --[(INV) starred_actors]--> The Vault of Horror --[directed_by]--> Roy Ward Baker
Path (Raw):       Anna Massey --[No Operation]--> Anna Massey --[(INV) starred_actors]--> The Vault of Horror --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed tristana
Start Entity:     Tristana
Gold Answer:      [['English', 'French', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Tristana --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Belle de Jour --[in_language]--> French
Path (Raw):       Tristana --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Belle de Jour --[in_language]--> French
Neg LogProb(↓):   0.707147
Path Entropy(↓):  0.870286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe snow dogs in a few words
Start Entity:     Snow Dogs
Gold Answer:      [['brian levant']]
Predicted Ans:    brian levant
Predicted Path:   Snow Dogs --[has_tags]--> brian levant --[(INV) has_tags]--> Snow Dogs --[has_tags]--> brian levant
Path (Raw):       Snow Dogs --[has_tags]--> brian levant --[(INV) has_tags]--> Snow Dogs --[has_tags]--> brian levant
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the intouchables actors release
Start Entity:     The Intouchables
Gold Answer:      [['1988', '2000', '2010', '2006', '1994', '2002', '2013']]
Predicted Ans:    2010
Predicted Path:   The Intouchables --[starred_actors]--> François Cluzet --[(INV) starred_actors]--> Little White Lies --[release_year]--> 2010
Path (Raw):       The Intouchables --[starred_actors]--> François Cluzet --[(INV) starred_actors]--> Little White Lies --[release_year]--> 2010
Neg LogProb(↓):   0.442229
Path Entropy(↓):  1.060160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the olsen gang on the track
Start Entity:     The Olsen Gang on the Track
Gold Answer:      [['Erik Balling']]
Predicted Ans:    Erik Balling
Predicted Path:   The Olsen Gang on the Track --[directed_by]--> Erik Balling --[(INV) directed_by]--> The Olsen Gang --[written_by]--> Erik Balling
Path (Raw):       The Olsen Gang on the Track --[directed_by]--> Erik Balling --[(INV) directed_by]--> The Olsen Gang --[written_by]--> Erik Balling
Neg LogProb(↓):   0.297705
Path Entropy(↓):  0.905579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by brian percival were in which genres
Start Entity:     Brian Percival
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Brian Percival --[(INV) directed_by]--> The Book Thief --[has_genre]--> Drama
Path (Raw):       Brian Percival --[No Operation]--> Brian Percival --[(INV) directed_by]--> The Book Thief --[has_genre]--> Drama
Neg LogProb(↓):   0.020662
Path Entropy(↓):  0.099855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of riders of destiny were directed by who
Start Entity:     Riders of Destiny
Gold Answer:      [['Robert N. Bradbury']]
Predicted Ans:    Robert N. Bradbury
Predicted Path:   Riders of Destiny --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Texas Terror --[directed_by]--> Robert N. Bradbury
Path (Raw):       Riders of Destiny --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Texas Terror --[directed_by]--> Robert N. Bradbury
Neg LogProb(↓):   0.634372
Path Entropy(↓):  1.055731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of white bird in a blizzard
Start Entity:     White Bird in a Blizzard
Gold Answer:      [['Rachel True', 'Anna Faris', 'Matt Keeslar', 'Johnathon Schaech', 'Kathleen Robertson', 'Danny Masterson', 'Chiara Mastroianni', 'Roscoe Lee Browne', 'Rose McGowan', 'James Duval', 'Haley Bennett', 'Thomas Dekker']]
Predicted Ans:    Rose McGowan
Predicted Path:   White Bird in a Blizzard --[directed_by]--> Gregg Araki --[(INV) directed_by]--> The Doom Generation --[starred_actors]--> Rose McGowan
Path (Raw):       White Bird in a Blizzard --[directed_by]--> Gregg Araki --[(INV) directed_by]--> The Doom Generation --[starred_actors]--> Rose McGowan
Neg LogProb(↓):   0.168513
Path Entropy(↓):  0.612961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in winds of the wasteland
Start Entity:     Winds of the Wasteland
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Winds of the Wasteland --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Riders of Destiny --[has_genre]--> Western
Path (Raw):       Winds of the Wasteland --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Riders of Destiny --[has_genre]--> Western
Neg LogProb(↓):   1.296875
Path Entropy(↓):  2.199063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of rich and famous
Start Entity:     Rich and Famous
Gold Answer:      [['The Marrying Kind', 'Gaslight', 'The Women', 'Zaza', 'Dinner at Eight', 'Travels with My Aunt', 'Romeo and Juliet', 'A Star Is Born', 'What Price Hollywood?', 'My Fair Lady', 'Les Girls', 'One Hour with You', 'David Copperfield', 'Bhowani Junction', "Adam's Rib", "Let's Make Love", 'Holiday', 'The Actress', 'The Philadelphia Story', 'Born Yesterday', 'A Double Life', 'Edward, My Son', 'Wild Is the Wind', 'Little Women', 'Keeper of the Flame', "A Woman's Face", 'Gone with the Wind', 'Pat and Mike', 'The Chapman Report', 'Sylvia Scarlett', 'Camille', "I'll Be Seeing You", 'It Should Happen to You', 'Girls About Town']]
Predicted Ans:    Dinner at Eight
Predicted Path:   Rich and Famous --[directed_by]--> George Cukor --[(INV) directed_by]--> Dinner at Eight
Path (Raw):       Rich and Famous --[directed_by]--> George Cukor --[(INV) directed_by]--> Dinner at Eight --[No Operation]--> Dinner at Eight
Neg LogProb(↓):   1.557429
Path Entropy(↓):  2.173790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by peter templeman
Start Entity:     Peter Templeman
Gold Answer:      [['Ryan Kwanten', 'Sarah Snook', 'Ryan Corr']]
Predicted Ans:    Ryan Kwanten
Predicted Path:   Peter Templeman --[(INV) written_by]--> Not Suitable for Children --[starred_actors]--> Ryan Kwanten
Path (Raw):       Peter Templeman --[No Operation]--> Peter Templeman --[(INV) written_by]--> Not Suitable for Children --[starred_actors]--> Ryan Kwanten
Neg LogProb(↓):   0.005202
Path Entropy(↓):  0.033513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the undefeated
Start Entity:     The Undefeated
Gold Answer:      [['1968', '1963', '1978', '1970', '1975', '1966', '1982', '1973', '1965', '1956']]
Predicted Ans:    1970
Predicted Path:   The Undefeated --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> Chisum --[release_year]--> 1970
Path (Raw):       The Undefeated --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> Chisum --[release_year]--> 1970
Neg LogProb(↓):   1.359141
Path Entropy(↓):  2.017010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the monkey king are directed by who
Start Entity:     The Monkey King
Gold Answer:      [['Daniel Lee', 'Peter Chan', 'Fred Schepisi', 'Wilson Yip', 'Gordon Chan']]
Predicted Ans:    Fred Schepisi
Predicted Path:   The Monkey King --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[directed_by]--> Fred Schepisi
Path (Raw):       The Monkey King --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[directed_by]--> Fred Schepisi
Neg LogProb(↓):   0.005447
Path Entropy(↓):  0.037027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the good lie
Start Entity:     The Good Lie
Gold Answer:      [['Romance', 'Family', 'Music', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Good Lie --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[has_genre]--> Comedy
Path (Raw):       The Good Lie --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[has_genre]--> Comedy
Neg LogProb(↓):   0.303250
Path Entropy(↓):  0.924666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with 10
Start Entity:     10
Gold Answer:      [['Curse of the Pink Panther', 'Wild Rovers', 'Victor Victoria', 'The Party', 'The Pink Panther', 'A Fine Mess', 'Inspector Clouseau', 'S.O.B.', 'Operation Mad Ball', 'Switch', 'The Notorious Landlady', 'Darling Lili', 'Soldier in the Rain', 'The Great Race', 'The Man Who Loved Women', 'Skin Deep', "That's Life!", 'Son of the Pink Panther', 'A Shot in the Dark', 'My Sister Eileen', 'Sunset']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   10 --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women
Path (Raw):       10 --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[No Operation]--> The Man Who Loved Women
Neg LogProb(↓):   0.098733
Path Entropy(↓):  0.452973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by barbara wilson were in which genres
Start Entity:     Barbara Wilson
Gold Answer:      [['Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Barbara Wilson --[(INV) written_by]--> Gaudi Afternoon --[has_genre]--> Comedy
Path (Raw):       Barbara Wilson --[No Operation]--> Barbara Wilson --[(INV) written_by]--> Gaudi Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   0.001209
Path Entropy(↓):  0.009328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did alain delon star in
Start Entity:     Alain Delon
Gold Answer:      [['Le Samouraï', 'Rocco and His Brothers', 'La Piscine', 'Spirits of the Dead', 'The Girl on a Motorcycle', 'Scorpio', 'Le Cercle Rouge', 'The Leopard', "L'Eclisse", 'Purple Noon', 'Zorro']]
Predicted Ans:    Senso
Predicted Path:   Alain Delon --[(INV) starred_actors]--> Rocco and His Brothers --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso
Path (Raw):       Alain Delon --[(INV) starred_actors]--> Rocco and His Brothers --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso
Neg LogProb(↓):   0.246588
Path Entropy(↓):  0.880674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of sebastien japrisot written films
Start Entity:     Sébastien Japrisot
Gold Answer:      [['Jean Becker']]
Predicted Ans:    Jean Becker
Predicted Path:   Sébastien Japrisot --[(INV) written_by]--> One Deadly Summer --[directed_by]--> Jean Becker
Path (Raw):       Sébastien Japrisot --[No Operation]--> Sébastien Japrisot --[(INV) written_by]--> One Deadly Summer --[directed_by]--> Jean Becker
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with lianna fall under
Start Entity:     Lianna
Gold Answer:      [['Family', 'Sport', 'Drama', 'War', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Lianna --[directed_by]--> John Sayles --[(INV) directed_by]--> Honeydripper --[has_genre]--> Drama
Path (Raw):       Lianna --[directed_by]--> John Sayles --[(INV) directed_by]--> Honeydripper --[has_genre]--> Drama
Neg LogProb(↓):   1.073101
Path Entropy(↓):  1.704445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie fire in the blood released
Start Entity:     Fire in the Blood
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Fire in the Blood --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Fire in the Blood --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.102397
Path Entropy(↓):  4.579858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie carancho were in which languages
Start Entity:     Carancho
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> 7 Days in Havana --[in_language]--> Spanish
Path (Raw):       Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> 7 Days in Havana --[in_language]--> Spanish
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of farewell, my lovely starred who
Start Entity:     Farewell, My Lovely
Gold Answer:      [['Sarah Miles', 'Fred MacMurray', 'Nancy Guild', 'Lloyd Nolan', 'Claire Trevor', 'Robert Montgomery', 'Nina van Pallandt', 'Alan Ladd', 'Mark Rydell', 'Elliott Gould', 'Barbara Stanwyck', 'Robert Mitchum', 'Dick Powell', 'Veronica Lake', 'Sterling Hayden', 'Audrey Totter', 'James Garner', 'Anne Shirley', 'Lauren Bacall', 'Conrad Janis', 'Edward G. Robinson', 'Tom Tully', "Carroll O'Connor", 'Gayle Hunnicutt', 'Candy Clark', 'Humphrey Bogart', 'George Montgomery', 'Rita Moreno']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Farewell, My Lovely --[written_by]--> Raymond Chandler --[(INV) written_by]--> Double Indemnity --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Farewell, My Lovely --[written_by]--> Raymond Chandler --[(INV) written_by]--> Double Indemnity --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   1.515992
Path Entropy(↓):  1.731448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of tenderness
Start Entity:     Tenderness
Gold Answer:      [['Hide and Seek', 'Siam Sunset', 'Swimfan']]
Predicted Ans:    Tenderness
Predicted Path:   Tenderness --[directed_by]--> John Polson --[(INV) directed_by]--> Tenderness
Path (Raw):       Tenderness --[directed_by]--> John Polson --[(INV) directed_by]--> Tenderness --[No Operation]--> Tenderness
Neg LogProb(↓):   0.098952
Path Entropy(↓):  0.423544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe the ninth gate
Start Entity:     The Ninth Gate
Gold Answer:      [['roman polanski', 'devil']]
Predicted Ans:    devil
Predicted Path:   The Ninth Gate --[has_tags]--> devil --[(INV) has_tags]--> Devil --[has_tags]--> devil
Path (Raw):       The Ninth Gate --[has_tags]--> devil --[(INV) has_tags]--> Devil --[has_tags]--> devil
Neg LogProb(↓):   0.050560
Path Entropy(↓):  0.241873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jane seymour acted together with who
Start Entity:     Jane Seymour
Gold Answer:      [['Christopher Reeve', 'Ralph Richardson', 'Ian Somerhalder', 'Wes Bentley', 'Patrick Wayne', 'Raymond Massey', 'James Brolin', 'Bijou Phillips', 'Mandy Moore', 'Danny Masterson', 'Christopher Plummer', 'Kellan Lutz', 'Simon Ward', 'Ian McKellen', 'Teresa Wright', 'Anthony Andrews', 'Robert Powell', 'Leslie Howard', 'Beau Bridges', 'Merle Oberon', 'Margaret Whiting', 'Taryn Power', 'C. Aubrey Smith', 'June Duprez', 'John Clements']]
Predicted Ans:    Beau Bridges
Predicted Path:   Jane Seymour --[(INV) starred_actors]--> The Four Feathers --[starred_actors]--> Beau Bridges
Path (Raw):       Jane Seymour --[No Operation]--> Jane Seymour --[(INV) starred_actors]--> The Four Feathers --[starred_actors]--> Beau Bridges
Neg LogProb(↓):   1.106228
Path Entropy(↓):  2.293249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of saawariya also directed which films
Start Entity:     Saawariya
Gold Answer:      [['Devdas', 'Black']]
Predicted Ans:    Black
Predicted Path:   Saawariya --[directed_by]--> Sanjay Leela Bhansali --[(INV) directed_by]--> Black
Path (Raw):       Saawariya --[directed_by]--> Sanjay Leela Bhansali --[(INV) directed_by]--> Black --[No Operation]--> Black
Neg LogProb(↓):   0.057714
Path Entropy(↓):  0.234384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of paint your wagon were directed by who
Start Entity:     Paint Your Wagon
Gold Answer:      [['Sidney Lumet', 'Ken Russell', 'Delbert Mann', 'Richard Brooks', 'Arthur Hiller']]
Predicted Ans:    Arthur Hiller
Predicted Path:   Paint Your Wagon --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[directed_by]--> Arthur Hiller
Path (Raw):       Paint Your Wagon --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[directed_by]--> Arthur Hiller
Neg LogProb(↓):   0.011590
Path Entropy(↓):  0.074572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the big deal on madonna street director
Start Entity:     Big Deal on Madonna Street
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Big Deal on Madonna Street --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Big Deal on Madonna Street --[in_language]--> Italian
Path (Raw):       Big Deal on Madonna Street --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Big Deal on Madonna Street --[in_language]--> Italian
Neg LogProb(↓):   0.739322
Path Entropy(↓):  0.945834
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was a walk in the clouds released
Start Entity:     A Walk in the Clouds
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   A Walk in the Clouds --[release_year]--> 1995 --[(INV) release_year]--> The Indian in the Cupboard --[release_year]--> 1995
Path (Raw):       A Walk in the Clouds --[release_year]--> 1995 --[(INV) release_year]--> The Indian in the Cupboard --[release_year]--> 1995
Neg LogProb(↓):   2.099507
Path Entropy(↓):  3.332962
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by fabian bielinsky
Start Entity:     Fabián Bielinsky
Gold Answer:      [['Leticia Brédice', 'Gastón Pauls', 'Ricardo Darín']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Fabián Bielinsky --[(INV) directed_by]--> Nine Queens --[starred_actors]--> Ricardo Darín
Path (Raw):       Fabián Bielinsky --[No Operation]--> Fabián Bielinsky --[(INV) directed_by]--> Nine Queens --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie little miss broadway were released in which years
Start Entity:     Little Miss Broadway
Gold Answer:      [['1961', '1924', '1936']]
Predicted Ans:    1938
Predicted Path:   Little Miss Broadway --[written_by]--> Harry Tugend --[(INV) written_by]--> Little Miss Broadway --[release_year]--> 1938
Path (Raw):       Little Miss Broadway --[written_by]--> Harry Tugend --[(INV) written_by]--> Little Miss Broadway --[release_year]--> 1938
Neg LogProb(↓):   0.764002
Path Entropy(↓):  1.182919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies starred by the big easy actors release
Start Entity:     The Big Easy
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1979', '1984', '1998', '2009', '1951', '2004', '1982', '1973', '1994', '1983', '1976', '1995', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '1961', '2011', '2013', '1962', '1988', '1978', '2000', '1997', '1975', '1950', '1960', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1972
Predicted Path:   The Big Easy --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Path (Raw):       The Big Easy --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Neg LogProb(↓):   1.275710
Path Entropy(↓):  2.447893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is subway in
Start Entity:     Subway
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Subway --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Subway --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.150233
Path Entropy(↓):  4.825781
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david decoteau were released in which years
Start Entity:     David DeCoteau
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   David DeCoteau --[(INV) written_by]--> Leather Jacket Love Story --[release_year]--> 1997
Path (Raw):       David DeCoteau --[No Operation]--> David DeCoteau --[(INV) written_by]--> Leather Jacket Love Story --[release_year]--> 1997
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by jeff kober
Start Entity:     Jeff Kober
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Jeff Kober --[(INV) starred_actors]--> The First Power --[release_year]--> 1990
Path (Raw):       Jeff Kober --[No Operation]--> Jeff Kober --[(INV) starred_actors]--> The First Power --[release_year]--> 1990
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe an extremely goofy movie
Start Entity:     An Extremely Goofy Movie
Gold Answer:      [['disney']]
Predicted Ans:    disney
Predicted Path:   An Extremely Goofy Movie --[has_tags]--> disney --[(INV) has_tags]--> The Three Caballeros --[has_tags]--> disney
Path (Raw):       An Extremely Goofy Movie --[has_tags]--> disney --[(INV) has_tags]--> The Three Caballeros --[has_tags]--> disney
Neg LogProb(↓):   0.495583
Path Entropy(↓):  0.699213
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for odd thomas
Start Entity:     Odd Thomas
Gold Answer:      [['Mystery', 'Thriller']]
Predicted Ans:    Mystery
Predicted Path:   Odd Thomas --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       Odd Thomas --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.458225
Path Entropy(↓):  1.256198
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by philippe aractingi in
Start Entity:     Philippe Aractingi
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Philippe Aractingi --[(INV) directed_by]--> Under the Bombs --[has_genre]--> Drama
Path (Raw):       Philippe Aractingi --[No Operation]--> Philippe Aractingi --[(INV) directed_by]--> Under the Bombs --[has_genre]--> Drama
Neg LogProb(↓):   0.023703
Path Entropy(↓):  0.111083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the harder they fall starred who
Start Entity:     The Harder They Fall
Gold Answer:      [['Mercedes McCambridge', 'Aldo Ray', 'Sophia Loren', 'James Stewart', 'Marlon Brando', 'Andy Griffith', 'William Bendix', 'Lee J. Cobb', 'David Niven', "Cathy O'Donnell", 'Charlton Heston', 'Sterling Hayden', 'Karl Malden', 'Christopher Plummer', 'Patricia Neal', 'Gypsy Rose Lee', 'Donald Crisp', 'Henry Scott', 'Stephen Boyd', 'Sammy Davis Jr.', 'Rod Steiger', 'Joan Crawford', 'Robert Ryan', 'Walter Matthau', 'Scott Brady', 'Kirk Douglas', 'Alec Guinness', 'Ava Gardner', 'Eleanor Parker', 'James Mason', 'Eartha Kitt', 'Arthur Kennedy']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   The Harder They Fall --[written_by]--> Philip Yordan --[(INV) written_by]--> The Harder They Fall --[starred_actors]--> Humphrey Bogart
Path (Raw):       The Harder They Fall --[written_by]--> Philip Yordan --[(INV) written_by]--> The Harder They Fall --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.874929
Path Entropy(↓):  1.303376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by shuttle actors
Start Entity:     Shuttle
Gold Answer:      [['Stephen Norrington', 'Matthew Hope']]
Predicted Ans:    Stephen Norrington
Predicted Path:   Shuttle --[starred_actors]--> Tony Curran --[(INV) starred_actors]--> The League of Extraordinary Gentlemen --[directed_by]--> Stephen Norrington
Path (Raw):       Shuttle --[starred_actors]--> Tony Curran --[(INV) starred_actors]--> The League of Extraordinary Gentlemen --[directed_by]--> Stephen Norrington
Neg LogProb(↓):   0.002863
Path Entropy(↓):  0.020394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the walk like a man director
Start Entity:     Walk Like a Man
Gold Answer:      [['Melvin Frank', 'Norman Panama', 'Sheldon Keller', 'Denis Norden', 'Jack Rose', 'Al Capp']]
Predicted Ans:    Melvin Frank
Predicted Path:   Walk Like a Man --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Strange Bedfellows --[written_by]--> Melvin Frank
Path (Raw):       Walk Like a Man --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Strange Bedfellows --[written_by]--> Melvin Frank
Neg LogProb(↓):   0.639375
Path Entropy(↓):  1.332825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does reinhold messner appear in
Start Entity:     Reinhold Messner
Gold Answer:      [['Portrait Werner Herzog']]
Predicted Ans:    Portrait Werner Herzog
Predicted Path:   Reinhold Messner --[(INV) starred_actors]--> Portrait Werner Herzog --[starred_actors]--> Lotte Eisner --[(INV) starred_actors]--> Portrait Werner Herzog
Path (Raw):       Reinhold Messner --[(INV) starred_actors]--> Portrait Werner Herzog --[starred_actors]--> Lotte Eisner --[(INV) starred_actors]--> Portrait Werner Herzog
Neg LogProb(↓):   0.001994
Path Entropy(↓):  0.015926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of sean stanek written movies
Start Entity:     Sean Stanek
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Sean Stanek --[(INV) written_by]--> Played --[release_year]--> 2006
Path (Raw):       Sean Stanek --[No Operation]--> Sean Stanek --[(INV) written_by]--> Played --[release_year]--> 2006
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie teen wolf too
Start Entity:     Teen Wolf Too
Gold Answer:      [['David Dobkin', 'Neal Israel', 'Peter Berg', 'Peter Glanz', 'Josh Gordon', 'Will Speck', 'Mike Judge', 'Jesse Peretz', 'Henry Hathaway', 'Seth Gordon', 'Peter Jackson', 'Jason Bateman', 'Peter Billingsley', 'Jason Reitman', 'Morgan Spurlock', 'Gary Nelson', 'Henry Alex Rubin']]
Predicted Ans:    Peter Berg
Predicted Path:   Teen Wolf Too --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom --[directed_by]--> Peter Berg
Path (Raw):       Teen Wolf Too --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom --[directed_by]--> Peter Berg
Neg LogProb(↓):   0.925293
Path Entropy(↓):  1.661537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in assassins
Start Entity:     Assassins
Gold Answer:      [['Music', 'Sport', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Assassins --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Path (Raw):       Assassins --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   1.064899
Path Entropy(↓):  1.562065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed saw iii
Start Entity:     Saw III
Gold Answer:      [['Shawnee Smith', 'Mia Kirshner', 'Briana Evigan', 'Tobin Bell', 'Betsy Russell', 'Costas Mandylor', 'Donnie Wahlberg', 'Jessica Lowndes', 'Scott Patterson', 'Terrance Zdunich', 'Stephen Moyer', 'Erik Knudsen']]
Predicted Ans:    Angus Macfadyen
Predicted Path:   Saw III --[directed_by]--> Darren Lynn Bousman --[(INV) directed_by]--> Saw III --[starred_actors]--> Angus Macfadyen
Path (Raw):       Saw III --[directed_by]--> Darren Lynn Bousman --[(INV) directed_by]--> Saw III --[starred_actors]--> Angus Macfadyen
Neg LogProb(↓):   1.175007
Path Entropy(↓):  1.623716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed dilwale dulhania le jayenge
Start Entity:     Dilwale Dulhania Le Jayenge
Gold Answer:      [['Aditya Chopra']]
Predicted Ans:    Aditya Chopra
Predicted Path:   Dilwale Dulhania Le Jayenge --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Path (Raw):       Dilwale Dulhania Le Jayenge --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Neg LogProb(↓):   0.008554
Path Entropy(↓):  0.049366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie daybreakers about
Start Entity:     Daybreakers
Gold Answer:      [['vampires', 'cure', 'australian', 'ethan hawke', 'willem dafoe', 'blood']]
Predicted Ans:    cure
Predicted Path:   Daybreakers --[has_tags]--> cure --[(INV) has_tags]--> Daybreakers --[has_tags]--> cure
Path (Raw):       Daybreakers --[has_tags]--> cure --[(INV) has_tags]--> Daybreakers --[has_tags]--> cure
Neg LogProb(↓):   0.104867
Path Entropy(↓):  0.346438
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by norman kerry
Start Entity:     Norman Kerry
Gold Answer:      [['Erich von Stroheim', 'Rupert Julian']]
Predicted Ans:    Erich von Stroheim
Predicted Path:   Norman Kerry --[(INV) starred_actors]--> Merry-Go-Round --[directed_by]--> Erich von Stroheim
Path (Raw):       Norman Kerry --[No Operation]--> Norman Kerry --[(INV) starred_actors]--> Merry-Go-Round --[directed_by]--> Erich von Stroheim
Neg LogProb(↓):   0.052841
Path Entropy(↓):  0.202819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by hal scardino
Start Entity:     Hal Scardino
Gold Answer:      [['Lynne Reid Banks']]
Predicted Ans:    Lynne Reid Banks
Predicted Path:   Hal Scardino --[(INV) starred_actors]--> The Indian in the Cupboard --[written_by]--> Lynne Reid Banks
Path (Raw):       Hal Scardino --[No Operation]--> Hal Scardino --[(INV) starred_actors]--> The Indian in the Cupboard --[written_by]--> Lynne Reid Banks
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by guel arraes
Start Entity:     Guel Arraes
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Guel Arraes --[(INV) written_by]--> A Dog's Will --[has_genre]--> Comedy
Path (Raw):       Guel Arraes --[No Operation]--> Guel Arraes --[(INV) written_by]--> A Dog's Will --[has_genre]--> Comedy
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of david gordon green
Start Entity:     David Gordon Green
Gold Answer:      [["Stewart O'Nan", 'Paul Schneider']]
Predicted Ans:    David Gordon Green
Predicted Path:   David Gordon Green --[(INV) written_by]--> Snow Angels --[written_by]--> David Gordon Green
Path (Raw):       David Gordon Green --[No Operation]--> David Gordon Green --[(INV) written_by]--> Snow Angels --[written_by]--> David Gordon Green
Neg LogProb(↓):   0.001839
Path Entropy(↓):  0.014776
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed nightmare alley
Start Entity:     Nightmare Alley
Gold Answer:      [['Edmund Goulding']]
Predicted Ans:    Edmund Goulding
Predicted Path:   Nightmare Alley --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Nightmare Alley --[directed_by]--> Edmund Goulding
Path (Raw):       Nightmare Alley --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Nightmare Alley --[directed_by]--> Edmund Goulding
Neg LogProb(↓):   1.015956
Path Entropy(↓):  1.228415
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the liberation of l. b. jones released
Start Entity:     The Liberation of L.B. Jones
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   The Liberation of L.B. Jones --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Path (Raw):       The Liberation of L.B. Jones --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Neg LogProb(↓):   2.830840
Path Entropy(↓):  4.002251
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film agnes browne released
Start Entity:     Agnes Browne
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Agnes Browne --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Agnes Browne --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   3.042252
Path Entropy(↓):  4.453673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of a better tomorrow were directed by who
Start Entity:     A Better Tomorrow
Gold Answer:      [['John Woo']]
Predicted Ans:    John Woo
Predicted Path:   A Better Tomorrow --[written_by]--> John Woo --[(INV) written_by]--> A Better Tomorrow --[directed_by]--> John Woo
Path (Raw):       A Better Tomorrow --[written_by]--> John Woo --[(INV) written_by]--> A Better Tomorrow --[directed_by]--> John Woo
Neg LogProb(↓):   0.055308
Path Entropy(↓):  0.262360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed you will meet a tall dark stranger
Start Entity:     You Will Meet a Tall Dark Stranger
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   You Will Meet a Tall Dark Stranger --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Path (Raw):       You Will Meet a Tall Dark Stranger --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.088508
Path Entropy(↓):  1.974795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the jolly boys'last stand
Start Entity:     The Jolly Boys' Last Stand
Gold Answer:      [['Gillies MacKinnon', 'Steven Spielberg', 'Matt Reeves', 'Rupert Wyatt']]
Predicted Ans:    Rupert Wyatt
Predicted Path:   The Jolly Boys' Last Stand --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Escapist --[directed_by]--> Rupert Wyatt
Path (Raw):       The Jolly Boys' Last Stand --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Escapist --[directed_by]--> Rupert Wyatt
Neg LogProb(↓):   0.449362
Path Entropy(↓):  1.180302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter andrew dominik wrote films together with who
Start Entity:     Andrew Dominik
Gold Answer:      [['George V. Higgins', 'Ron Hansen']]
Predicted Ans:    Andrew Dominik
Predicted Path:   Andrew Dominik --[(INV) written_by]--> Killing Them Softly --[written_by]--> Andrew Dominik
Path (Raw):       Andrew Dominik --[No Operation]--> Andrew Dominik --[(INV) written_by]--> Killing Them Softly --[written_by]--> Andrew Dominik
Neg LogProb(↓):   0.032793
Path Entropy(↓):  0.142751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in the last valley
Start Entity:     The Last Valley
Gold Answer:      [['Omar Sharif', 'Michael Caine']]
Predicted Ans:    Omar Sharif
Predicted Path:   The Last Valley --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Monsieur Ibrahim --[starred_actors]--> Omar Sharif
Path (Raw):       The Last Valley --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Monsieur Ibrahim --[starred_actors]--> Omar Sharif
Neg LogProb(↓):   0.007687
Path Entropy(↓):  0.050734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about lucy walker
Start Entity:     lucy walker
Gold Answer:      [['The Crash Reel']]
Predicted Ans:    The Crash Reel
Predicted Path:   lucy walker --[(INV) has_tags]--> The Crash Reel --[has_tags]--> snowboarding --[(INV) has_tags]--> The Crash Reel
Path (Raw):       lucy walker --[(INV) has_tags]--> The Crash Reel --[has_tags]--> snowboarding --[(INV) has_tags]--> The Crash Reel
Neg LogProb(↓):   0.013370
Path Entropy(↓):  0.078863
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the president's lady
Start Entity:     The President's Lady
Gold Answer:      [['Bing Crosby', 'Louis Jourdan', 'Van Heflin', 'Marlon Brando', 'Mitzi Gaynor', 'Richard Todd', 'Lizabeth Scott', 'Anthony Quinn', 'Barbara Stanwyck', 'Nancy Kwan', 'William Holden', 'Kay Kendall', 'Charlton Heston', 'Jennifer Jones', 'Dorothy McGuire', 'Rex Harrison', 'Patricia Neal', 'Taina Elg', 'Grace Kelly', 'Kirk Douglas', 'James Donald', 'Pamela Brown', 'Gene Kelly', 'Jean Peters', 'Ronald Reagan', 'Frank Sinatra', 'Clifton Webb']]
Predicted Ans:    William Holden
Predicted Path:   The President's Lady --[written_by]--> John Patrick --[(INV) written_by]--> Love Is a Many-Splendored Thing --[starred_actors]--> William Holden
Path (Raw):       The President's Lady --[written_by]--> John Patrick --[(INV) written_by]--> Love Is a Many-Splendored Thing --[starred_actors]--> William Holden
Neg LogProb(↓):   0.078426
Path Entropy(↓):  0.380609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by watchers actors release
Start Entity:     Watchers
Gold Answer:      [['2000', '2001', '2010', '1982', '2013']]
Predicted Ans:    2010
Predicted Path:   Watchers --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[release_year]--> 2010
Path (Raw):       Watchers --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[release_year]--> 2010
Neg LogProb(↓):   0.458446
Path Entropy(↓):  1.025645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by ladybug ladybug actors
Start Entity:     Ladybug Ladybug
Gold Answer:      [['Bruce Beresford', 'Peter H. Hunt', 'Alan J. Pakula']]
Predicted Ans:    Bruce Beresford
Predicted Path:   Ladybug Ladybug --[starred_actors]--> William Daniels --[(INV) starred_actors]--> Her Alibi --[directed_by]--> Bruce Beresford
Path (Raw):       Ladybug Ladybug --[starred_actors]--> William Daniels --[(INV) starred_actors]--> Her Alibi --[directed_by]--> Bruce Beresford
Neg LogProb(↓):   0.008995
Path Entropy(↓):  0.051648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed yesterday
Start Entity:     Yesterday
Gold Answer:      [['Richard Harris', 'Charles Carson', 'Canada Lee', 'Halle Berry', 'Patrick Swayze', 'James Earl Jones', 'Ice Cube']]
Predicted Ans:    Leleti Khumalo
Predicted Path:   Yesterday --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Yesterday --[starred_actors]--> Leleti Khumalo
Path (Raw):       Yesterday --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Yesterday --[starred_actors]--> Leleti Khumalo
Neg LogProb(↓):   0.031821
Path Entropy(↓):  0.169500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed rabbit without ears
Start Entity:     Rabbit Without Ears
Gold Answer:      [['Til Schweiger']]
Predicted Ans:    Til Schweiger
Predicted Path:   Rabbit Without Ears --[directed_by]--> Til Schweiger --[(INV) directed_by]--> Rabbit Without Ears --[directed_by]--> Til Schweiger
Path (Raw):       Rabbit Without Ears --[directed_by]--> Til Schweiger --[(INV) directed_by]--> Rabbit Without Ears --[directed_by]--> Til Schweiger
Neg LogProb(↓):   0.361917
Path Entropy(↓):  0.613943
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in camino
Start Entity:     Camino
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Camino --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Camino --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.032346
Path Entropy(↓):  2.102749
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the match king director
Start Entity:     The Match King
Gold Answer:      [['Norman Reilly Raine', 'Kenneth Earl', 'Carlton Miles', 'Dorothy Mackaye', 'Seton I. Miller', 'George S. Kaufman', 'Leigh Janiak', 'Julius J. Epstein', 'Philip G. Epstein', 'Moss Hart', 'Everett Freeman']]
Predicted Ans:    Moss Hart
Predicted Path:   The Match King --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[written_by]--> Moss Hart
Path (Raw):       The Match King --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[written_by]--> Moss Hart
Neg LogProb(↓):   0.164648
Path Entropy(↓):  0.618998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by barbara shelley
Start Entity:     Barbara Shelley
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Barbara Shelley --[(INV) starred_actors]--> The Gorgon --[release_year]--> 1964
Path (Raw):       Barbara Shelley --[No Operation]--> Barbara Shelley --[(INV) starred_actors]--> The Gorgon --[release_year]--> 1964
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did val guest write the story for
Start Entity:     Val Guest
Gold Answer:      [['The Day the Earth Caught Fire', "Another Man's Poison", 'When Dinosaurs Ruled the Earth', 'The Quatermass Xperiment', 'Confessions of a Window Cleaner', 'Toomorrow']]
Predicted Ans:    The Day the Earth Caught Fire
Predicted Path:   Val Guest --[(INV) written_by]--> The Day the Earth Caught Fire --[written_by]--> Val Guest --[(INV) written_by]--> The Day the Earth Caught Fire
Path (Raw):       Val Guest --[(INV) written_by]--> The Day the Earth Caught Fire --[written_by]--> Val Guest --[(INV) written_by]--> The Day the Earth Caught Fire
Neg LogProb(↓):   1.048380
Path Entropy(↓):  1.639163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by dean mcdermott
Start Entity:     Dean McDermott
Gold Answer:      [['Michael Jackson']]
Predicted Ans:    Michael Jackson
Predicted Path:   Dean McDermott --[(INV) starred_actors]--> Saving God --[written_by]--> Michael Jackson
Path (Raw):       Dean McDermott --[No Operation]--> Dean McDermott --[(INV) starred_actors]--> Saving God --[written_by]--> Michael Jackson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by tony beckley were written by who
Start Entity:     Tony Beckley
Gold Answer:      [['Michael Carreras', 'Dennis Wheatley']]
Predicted Ans:    Dennis Wheatley
Predicted Path:   Tony Beckley --[(INV) starred_actors]--> The Lost Continent --[written_by]--> Dennis Wheatley
Path (Raw):       Tony Beckley --[No Operation]--> Tony Beckley --[(INV) starred_actors]--> The Lost Continent --[written_by]--> Dennis Wheatley
Neg LogProb(↓):   0.006742
Path Entropy(↓):  0.040313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the unknown
Start Entity:     The Unknown
Gold Answer:      [['Sam Wood', 'George Cukor', 'Felix E. Feist', 'Diane English', 'Harry Beaumont', 'George W. Hill', 'Jean Negulesco', 'Richard Thorpe', 'Frank Borzage', 'Otto Preminger', 'Robert Aldrich', 'Dorothy Arzner', 'Nicholas Ray', 'Ranald MacDougall', 'Vincent Sherman', 'George Fitzmaurice', 'Michael Curtiz', 'Jules Dassin', 'Hall Bartlett', 'David Miller', 'Tod Browning', 'Victor Sjöström', 'Curtis Bernhardt', 'W.S. Van Dyke', 'William Nigh', 'Freddie Francis', 'Charles Walters', 'Gustaf Molander', 'Jack Conway', 'Roland West', 'Michael Gottlieb', 'Wallace Worsley', 'William Castle', 'Richard Boleslawski', 'Clarence Brown', 'Robert Z. Leonard', 'Roberto Benigni']]
Predicted Ans:    Clarence Brown
Predicted Path:   The Unknown --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[directed_by]--> Clarence Brown
Path (Raw):       The Unknown --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[directed_by]--> Clarence Brown
Neg LogProb(↓):   1.521484
Path Entropy(↓):  2.766026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with richard ruxton
Start Entity:     Richard Ruxton
Gold Answer:      [['George Stover']]
Predicted Ans:    Richard Ruxton
Predicted Path:   Richard Ruxton --[(INV) starred_actors]--> The Galaxy Invader --[starred_actors]--> Richard Ruxton
Path (Raw):       Richard Ruxton --[No Operation]--> Richard Ruxton --[(INV) starred_actors]--> The Galaxy Invader --[starred_actors]--> Richard Ruxton
Neg LogProb(↓):   0.006358
Path Entropy(↓):  0.038394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the balloonatic were released in which years
Start Entity:     The Balloonatic
Gold Answer:      [['1998', '1948', '1933', '1966', '1923', '1921', '1920', '1918', '1925', '1928', '2014', '1926', '1929', '1981', '1922', '1952', '1930']]
Predicted Ans:    1922
Predicted Path:   The Balloonatic --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Blacksmith --[release_year]--> 1922
Path (Raw):       The Balloonatic --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Blacksmith --[release_year]--> 1922
Neg LogProb(↓):   1.903461
Path Entropy(↓):  1.997535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the dukes were in which genres
Start Entity:     The Dukes
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Dukes --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale --[has_genre]--> Drama
Path (Raw):       The Dukes --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale --[has_genre]--> Drama
Neg LogProb(↓):   0.058934
Path Entropy(↓):  0.274452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film return to paradise was directed by who
Start Entity:     Return to Paradise
Gold Answer:      [['Joseph Ruben']]
Predicted Ans:    Joseph Ruben
Predicted Path:   Return to Paradise --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Forgotten --[directed_by]--> Joseph Ruben
Path (Raw):       Return to Paradise --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Forgotten --[directed_by]--> Joseph Ruben
Neg LogProb(↓):   0.014474
Path Entropy(↓):  0.078006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by masaki kobayashi
Start Entity:     masaki kobayashi
Gold Answer:      [['Kwaidan', 'Harakiri', 'Samurai Rebellion', 'Black River']]
Predicted Ans:    Kwaidan
Predicted Path:   masaki kobayashi --[(INV) has_tags]--> Kwaidan --[has_tags]--> masaki kobayashi --[(INV) has_tags]--> Kwaidan
Path (Raw):       masaki kobayashi --[(INV) has_tags]--> Kwaidan --[has_tags]--> masaki kobayashi --[(INV) has_tags]--> Kwaidan
Neg LogProb(↓):   0.003753
Path Entropy(↓):  0.028551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did greg kinnear star in
Start Entity:     Greg Kinnear
Gold Answer:      [['Auto Focus', 'Sabrina', 'Stuck in Love', 'Little Miss Sunshine', 'The Last Song', 'Baby Mama', 'Ghost Town', 'As Good as It Gets', 'Nurse Betty', 'Stuck on You', 'Unknown', 'Thin Ice', 'The English Teacher', 'Dear God', 'Bad News Bears', 'Feast of Love', "I Don't Know How She Does It", 'Invincible', 'A Smile Like Yours', 'What Planet Are You From?', 'Heaven Is for Real']]
Predicted Ans:    Ghost Town
Predicted Path:   Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[written_by]--> John Kamps --[(INV) written_by]--> Ghost Town
Path (Raw):       Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[written_by]--> John Kamps --[(INV) written_by]--> Ghost Town
Neg LogProb(↓):   0.131828
Path Entropy(↓):  0.531106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by martin scorsese were in which languages
Start Entity:     Martin Scorsese
Gold Answer:      [['Tibetan', 'Irish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[in_language]--> Italian
Path (Raw):       Martin Scorsese --[No Operation]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[in_language]--> Italian
Neg LogProb(↓):   0.219016
Path Entropy(↓):  0.559829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film anthony adverse
Start Entity:     Anthony Adverse
Gold Answer:      [['Seton I. Miller', 'Rowland Leigh', 'Alfred Lord Tennyson', 'Michael Jacoby', 'Jeanie Macpherson', 'Ed Sullivan', 'Hartzell Spence', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'Sloan Wilson', 'Alan Campbell', 'Rod Serling', 'Frank Partos', 'Millen Brand', 'Edwin Justus Mayer', 'Mary Jane Ward', 'Vladimir Pozner', 'Ernest Vajda', 'Donald Ogden Stewart', 'Nunnally Johnson', 'Wilson Barrett', 'Clara Beranger', 'Morton Thompson', 'Elmore Leonard', 'Ben Hecht', 'John Lee Mahin', 'Maurice Hanline', 'Jane Murfin', 'Augustus Goetz', 'Jane Cowl', 'MacKinlay Kantor', 'Waldemar Young', 'Billy Wilder', 'Charles Brackett', 'Ellen Glasgow', 'Jacques Théry', 'Nedrick Young', 'Mark Twain', 'Mordaunt Shairp', 'Luther Davis', 'Wally Kline', 'Thomas Quinn Curtiss', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'Robert Buckner', 'Henry James', 'Guy Bolton', 'James H. Street', 'Preston Sturges', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Ketti Frings', 'Robert Pirosh', 'Marc Connelly', 'Thorne Smith', 'Claudine West', 'Sidney Buchman', 'Maxwell Anderson', 'Norman Reilly Raine', 'Daphne Du Maurier', 'Lillian Hellman', 'Leo Tolstoy', 'Joseph Hayes', 'Anatole de Grunwald', 'Edward Wooll', 'Casey Robinson', 'C. Gardner Sullivan', 'Harold Lamb', 'Rafael Sabatini', 'Lyle Saxon', 'Tom Stoppard', 'Ernest Lehman', 'Bernard Rose', 'Alberto Casella', 'Claude Lelouch', 'Charles W. Bailey II', 'Fletcher Knebel', 'Michel Audiard', 'René Barjavel', 'Raymond Bernard', 'Harold Jacob Smith', 'Jerome Lawrence', 'Æneas MacKenzie', 'Moss Hart', 'Cameron Hawley', 'Karl Tunberg', 'Howard Koch', 'Norman Krasna', "Eugene O'Neill"]]
Predicted Ans:    Morton Thompson
Predicted Path:   Anthony Adverse --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[written_by]--> Morton Thompson
Path (Raw):       Anthony Adverse --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[written_by]--> Morton Thompson
Neg LogProb(↓):   0.343261
Path Entropy(↓):  0.849948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dangerous minds were in which genres
Start Entity:     Dangerous Minds
Gold Answer:      [['Romance', 'Music', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dangerous Minds --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[has_genre]--> Comedy
Path (Raw):       Dangerous Minds --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[has_genre]--> Comedy
Neg LogProb(↓):   0.661467
Path Entropy(↓):  1.173410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the hunter
Start Entity:     The Hunter
Gold Answer:      [['Rafi Pitts']]
Predicted Ans:    Frances O'Connor
Predicted Path:   The Hunter --[starred_actors]--> Frances O'Connor --[(INV) starred_actors]--> A.I. Artificial Intelligence --[starred_actors]--> Frances O'Connor
Path (Raw):       The Hunter --[starred_actors]--> Frances O'Connor --[(INV) starred_actors]--> A.I. Artificial Intelligence --[starred_actors]--> Frances O'Connor
Neg LogProb(↓):   0.183784
Path Entropy(↓):  0.641631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which topics is movie a prayer for the dying about
Start Entity:     A Prayer for the Dying
Gold Answer:      [['liam neeson']]
Predicted Ans:    john sturges
Predicted Path:   A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[has_tags]--> john sturges
Path (Raw):       A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[has_tags]--> john sturges
Neg LogProb(↓):   0.006273
Path Entropy(↓):  0.046581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of pathfinder were directed by who
Start Entity:     Pathfinder
Gold Answer:      [['Nils Gaup']]
Predicted Ans:    Marcus Nispel
Predicted Path:   Pathfinder --[written_by]--> Nils Gaup --[(INV) written_by]--> Pathfinder --[directed_by]--> Marcus Nispel
Path (Raw):       Pathfinder --[written_by]--> Nils Gaup --[(INV) written_by]--> Pathfinder --[directed_by]--> Marcus Nispel
Neg LogProb(↓):   1.645566
Path Entropy(↓):  1.778949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of eugene roche acted films
Start Entity:     Eugene Roche
Gold Answer:      [['1972', '1977']]
Predicted Ans:    1977
Predicted Path:   Eugene Roche --[(INV) starred_actors]--> The Late Show --[release_year]--> 1977
Path (Raw):       Eugene Roche --[No Operation]--> Eugene Roche --[(INV) starred_actors]--> The Late Show --[release_year]--> 1977
Neg LogProb(↓):   0.029674
Path Entropy(↓):  0.132083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for triangle
Start Entity:     Triangle
Gold Answer:      [['Johnnie To', 'Ringo Lam']]
Predicted Ans:    Christopher Smith
Predicted Path:   Triangle --[directed_by]--> Christopher Smith --[(INV) directed_by]--> Creep --[directed_by]--> Christopher Smith
Path (Raw):       Triangle --[directed_by]--> Christopher Smith --[(INV) directed_by]--> Creep --[directed_by]--> Christopher Smith
Neg LogProb(↓):   0.190452
Path Entropy(↓):  0.492878
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the movies acted by joan barclay
Start Entity:     Joan Barclay
Gold Answer:      [['Harvey Gates']]
Predicted Ans:    Harvey Gates
Predicted Path:   Joan Barclay --[(INV) starred_actors]--> Black Dragons --[written_by]--> Harvey Gates
Path (Raw):       Joan Barclay --[No Operation]--> Joan Barclay --[(INV) starred_actors]--> Black Dragons --[written_by]--> Harvey Gates
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by owen frawley kildare
Start Entity:     Owen Frawley Kildare
Gold Answer:      [['Regeneration']]
Predicted Ans:    Regeneration
Predicted Path:   Owen Frawley Kildare --[(INV) written_by]--> Regeneration --[written_by]--> Carl Harbaugh --[(INV) written_by]--> Regeneration
Path (Raw):       Owen Frawley Kildare --[(INV) written_by]--> Regeneration --[written_by]--> Carl Harbaugh --[(INV) written_by]--> Regeneration
Neg LogProb(↓):   0.043653
Path Entropy(↓):  0.180208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of double happiness
Start Entity:     Double Happiness
Gold Answer:      [['Defendor', 'Sideways']]
Predicted Ans:    Defendor
Predicted Path:   Double Happiness --[starred_actors]--> Sandra Oh --[(INV) starred_actors]--> Defendor
Path (Raw):       Double Happiness --[starred_actors]--> Sandra Oh --[No Operation]--> Sandra Oh --[(INV) starred_actors]--> Defendor
Neg LogProb(↓):   0.171831
Path Entropy(↓):  0.436838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film nothing to lose
Start Entity:     Nothing to Lose
Gold Answer:      [['Steve Oedekerk']]
Predicted Ans:    Steve Oedekerk
Predicted Path:   Nothing to Lose --[written_by]--> Steve Oedekerk --[(INV) written_by]--> High Strung --[written_by]--> Steve Oedekerk
Path (Raw):       Nothing to Lose --[written_by]--> Steve Oedekerk --[(INV) written_by]--> High Strung --[written_by]--> Steve Oedekerk
Neg LogProb(↓):   0.012967
Path Entropy(↓):  0.068873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by history is made at night actors
Start Entity:     History Is Made at Night
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   History Is Made at Night --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Path (Raw):       History Is Made at Night --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Neg LogProb(↓):   0.119983
Path Entropy(↓):  0.425732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote mean girls
Start Entity:     Mean Girls
Gold Answer:      [['Rosalind Wiseman', 'Tina Fey']]
Predicted Ans:    Tina Fey
Predicted Path:   Mean Girls --[written_by]--> Tina Fey --[(INV) written_by]--> Mean Girls --[written_by]--> Tina Fey
Path (Raw):       Mean Girls --[written_by]--> Tina Fey --[(INV) written_by]--> Mean Girls --[written_by]--> Tina Fey
Neg LogProb(↓):   0.641485
Path Entropy(↓):  1.156790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe san francisco
Start Entity:     San Francisco
Gold Answer:      [['clark gable']]
Predicted Ans:    clark gable
Predicted Path:   San Francisco --[has_tags]--> clark gable --[(INV) has_tags]--> Wife vs. Secretary --[has_tags]--> clark gable
Path (Raw):       San Francisco --[has_tags]--> clark gable --[(INV) has_tags]--> Wife vs. Secretary --[has_tags]--> clark gable
Neg LogProb(↓):   0.433711
Path Entropy(↓):  0.655992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mihaly kormos starred together with who
Start Entity:     Mihály Kormos
Gold Answer:      [['Erika Bók', 'János Derzsi']]
Predicted Ans:    János Derzsi
Predicted Path:   Mihály Kormos --[(INV) starred_actors]--> The Turin Horse --[starred_actors]--> János Derzsi
Path (Raw):       Mihály Kormos --[No Operation]--> Mihály Kormos --[(INV) starred_actors]--> The Turin Horse --[starred_actors]--> János Derzsi
Neg LogProb(↓):   0.130870
Path Entropy(↓):  0.390062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with jesus'son
Start Entity:     Jesus' Son
Gold Answer:      [['Rampart', 'Married Life', 'The Messenger']]
Predicted Ans:    Jesus' Son
Predicted Path:   Jesus' Son --[written_by]--> Elizabeth Cuthrell --[(INV) written_by]--> Jesus' Son
Path (Raw):       Jesus' Son --[No Operation]--> Jesus' Son --[written_by]--> Elizabeth Cuthrell --[(INV) written_by]--> Jesus' Son
Neg LogProb(↓):   0.451041
Path Entropy(↓):  1.152151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies written by frank telford fall under
Start Entity:     Frank Telford
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Frank Telford --[(INV) written_by]--> Hello Down There --[has_genre]--> Comedy
Path (Raw):       Frank Telford --[No Operation]--> Frank Telford --[(INV) written_by]--> Hello Down There --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of wesley jonathan starred movies
Start Entity:     Wesley Jonathan
Gold Answer:      [['Preston A. Whitmore II', 'Norman Vance Jr.']]
Predicted Ans:    Preston A. Whitmore II
Predicted Path:   Wesley Jonathan --[(INV) starred_actors]--> Crossover --[written_by]--> Preston A. Whitmore II
Path (Raw):       Wesley Jonathan --[No Operation]--> Wesley Jonathan --[(INV) starred_actors]--> Crossover --[written_by]--> Preston A. Whitmore II
Neg LogProb(↓):   0.273608
Path Entropy(↓):  0.550352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of she hate me
Start Entity:     She Hate Me
Gold Answer:      [['Spike Lee']]
Predicted Ans:    Spike Lee
Predicted Path:   She Hate Me --[written_by]--> Spike Lee --[(INV) written_by]--> He Got Game --[written_by]--> Spike Lee
Path (Raw):       She Hate Me --[written_by]--> Spike Lee --[(INV) written_by]--> He Got Game --[written_by]--> Spike Lee
Neg LogProb(↓):   0.310848
Path Entropy(↓):  0.780194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with enter the dragon fall under
Start Entity:     Enter the Dragon
Gold Answer:      [['Documentary', 'Western', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Action
Predicted Path:   Enter the Dragon --[starred_actors]--> Bruce Lee --[(INV) starred_actors]--> Game of Death --[has_genre]--> Action
Path (Raw):       Enter the Dragon --[starred_actors]--> Bruce Lee --[(INV) starred_actors]--> Game of Death --[has_genre]--> Action
Neg LogProb(↓):   0.049407
Path Entropy(↓):  0.220878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the deep end of the ocean was directed by who
Start Entity:     The Deep End of the Ocean
Gold Answer:      [['Ulu Grosbard']]
Predicted Ans:    Ulu Grosbard
Predicted Path:   The Deep End of the Ocean --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> Falling in Love --[directed_by]--> Ulu Grosbard
Path (Raw):       The Deep End of the Ocean --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> Falling in Love --[directed_by]--> Ulu Grosbard
Neg LogProb(↓):   0.334993
Path Entropy(↓):  0.931065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by max la bella
Start Entity:     Max La Bella
Gold Answer:      [['Frank Grillo', 'Cody Horn', 'Dustin Milligan', 'Maria Bello']]
Predicted Ans:    Dustin Milligan
Predicted Path:   Max La Bella --[(INV) written_by]--> Demonic --[starred_actors]--> Dustin Milligan
Path (Raw):       Max La Bella --[No Operation]--> Max La Bella --[(INV) written_by]--> Demonic --[starred_actors]--> Dustin Milligan
Neg LogProb(↓):   0.000398
Path Entropy(↓):  0.003663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the monitor writers release
Start Entity:     The Monitor
Gold Answer:      [['1997']]
Predicted Ans:    2011
Predicted Path:   The Monitor --[written_by]--> Pål Sletaune --[(INV) written_by]--> The Monitor --[release_year]--> 2011
Path (Raw):       The Monitor --[written_by]--> Pål Sletaune --[(INV) written_by]--> The Monitor --[release_year]--> 2011
Neg LogProb(↓):   0.088886
Path Entropy(↓):  0.290933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the the extraordinary adventures of adele blanc - sec director
Start Entity:     The Extraordinary Adventures of Adèle Blanc-Sec
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Extraordinary Adventures of Adèle Blanc-Sec --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[has_genre]--> Action
Path (Raw):       The Extraordinary Adventures of Adèle Blanc-Sec --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[has_genre]--> Action
Neg LogProb(↓):   1.017326
Path Entropy(↓):  1.675375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of close to leo
Start Entity:     Close to Leo
Gold Answer:      [['Christophe Honoré']]
Predicted Ans:    Christophe Honoré
Predicted Path:   Close to Leo --[written_by]--> Christophe Honoré --[(INV) written_by]--> Love Songs --[directed_by]--> Christophe Honoré
Path (Raw):       Close to Leo --[written_by]--> Christophe Honoré --[(INV) written_by]--> Love Songs --[directed_by]--> Christophe Honoré
Neg LogProb(↓):   0.001135
Path Entropy(↓):  0.010216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed last hurrah for chivalry
Start Entity:     Last Hurrah for Chivalry
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Last Hurrah for Chivalry --[directed_by]--> John Woo --[(INV) directed_by]--> Once a Thief --[has_genre]--> Crime
Path (Raw):       Last Hurrah for Chivalry --[directed_by]--> John Woo --[(INV) directed_by]--> Once a Thief --[has_genre]--> Crime
Neg LogProb(↓):   0.400654
Path Entropy(↓):  0.930428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of subway
Start Entity:     Subway
Gold Answer:      [['La Femme Nikita', 'The Fifth Element', 'The Lady', 'Lucy', 'Arthur and the Invisibles', 'The Family', 'Angel-A', 'The Big Blue', 'The Extraordinary Adventures of Adèle Blanc-Sec']]
Predicted Ans:    The Family
Predicted Path:   Subway --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Family
Path (Raw):       Subway --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Family --[No Operation]--> The Family
Neg LogProb(↓):   0.458466
Path Entropy(↓):  0.891153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by elia kazan fall under
Start Entity:     Elia Kazan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Elia Kazan --[(INV) written_by]--> The Arrangement --[has_genre]--> Drama
Path (Raw):       Elia Kazan --[No Operation]--> Elia Kazan --[(INV) written_by]--> The Arrangement --[has_genre]--> Drama
Neg LogProb(↓):   0.302344
Path Entropy(↓):  0.746411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of st. ives
Start Entity:     St. Ives
Gold Answer:      [['Messenger of Death', 'Machine-Gun Kelly', 'Death Hunt', "Murphy's Law", '10 to Midnight', 'Death Wish', 'Cold Sweat', 'Mr. Majestyk', 'The Dirty Dozen', 'This Property Is Condemned', "You Can't Win 'Em All", 'Once Upon a Time in the West', 'Love and Bullets', 'The Evil That Men Do', 'The Magnificent Seven', 'Death Wish II', 'Lola', 'Breakheart Pass', 'The Mechanic', 'The Valachi Papers', 'Assassination', 'Telefon', 'Breakout', "Chato's Land", 'Death Wish 3', 'Hard Times']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   St. Ives --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       St. Ives --[starred_actors]--> Charles Bronson --[No Operation]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   0.135147
Path Entropy(↓):  0.637694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed bird people
Start Entity:     Bird People
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bird People --[directed_by]--> Pascale Ferran --[(INV) directed_by]--> Bird People --[in_language]--> French
Path (Raw):       Bird People --[directed_by]--> Pascale Ferran --[(INV) directed_by]--> Bird People --[in_language]--> French
Neg LogProb(↓):   0.002206
Path Entropy(↓):  0.015714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of anthony starke starred movies
Start Entity:     Anthony Starke
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Anthony Starke --[(INV) starred_actors]--> Repossessed --[release_year]--> 1990
Path (Raw):       Anthony Starke --[No Operation]--> Anthony Starke --[(INV) starred_actors]--> Repossessed --[release_year]--> 1990
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed polly of the circus
Start Entity:     Polly of the Circus
Gold Answer:      [['Barbara Stanwyck', 'Lloyd Nolan', 'Stanley Ridges', 'Joel McCrea']]
Predicted Ans:    Clark Gable
Predicted Path:   Polly of the Circus --[directed_by]--> Alfred Santell --[(INV) directed_by]--> Polly of the Circus --[starred_actors]--> Clark Gable
Path (Raw):       Polly of the Circus --[directed_by]--> Alfred Santell --[(INV) directed_by]--> Polly of the Circus --[starred_actors]--> Clark Gable
Neg LogProb(↓):   0.000418
Path Entropy(↓):  0.004073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by lewis e. lawes
Start Entity:     Lewis E. Lawes
Gold Answer:      [['Michael Curtiz', 'Anatole Litvak', 'Lloyd Bacon']]
Predicted Ans:    Anatole Litvak
Predicted Path:   Lewis E. Lawes --[(INV) written_by]--> Castle on the Hudson --[directed_by]--> Anatole Litvak
Path (Raw):       Lewis E. Lawes --[No Operation]--> Lewis E. Lawes --[(INV) written_by]--> Castle on the Hudson --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   0.296792
Path Entropy(↓):  0.617272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of deadtime stories
Start Entity:     Deadtime Stories
Gold Answer:      [['Steven Fierberg']]
Predicted Ans:    Jeffrey Delman
Predicted Path:   Deadtime Stories --[written_by]--> Jeffrey Delman --[(INV) written_by]--> Deadtime Stories --[directed_by]--> Jeffrey Delman
Path (Raw):       Deadtime Stories --[written_by]--> Jeffrey Delman --[(INV) written_by]--> Deadtime Stories --[directed_by]--> Jeffrey Delman
Neg LogProb(↓):   0.029069
Path Entropy(↓):  0.130167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in the jimmy show
Start Entity:     The Jimmy Show
Gold Answer:      [['Family', 'Music', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Jimmy Show --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Sinister --[has_genre]--> Horror
Path (Raw):       The Jimmy Show --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Sinister --[has_genre]--> Horror
Neg LogProb(↓):   1.603181
Path Entropy(↓):  1.923448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed wer
Start Entity:     Wer
Gold Answer:      [['Simon Quarterman', 'Evan Helmuth', 'Fernanda Andrade']]
Predicted Ans:    A.J. Cook
Predicted Path:   Wer --[directed_by]--> William Brent Bell --[(INV) directed_by]--> Wer --[starred_actors]--> A.J. Cook
Path (Raw):       Wer --[directed_by]--> William Brent Bell --[(INV) directed_by]--> Wer --[starred_actors]--> A.J. Cook
Neg LogProb(↓):   0.137392
Path Entropy(↓):  0.383944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film the alligator people
Start Entity:     The Alligator People
Gold Answer:      [['Sam Pillsbury', 'Lyman Dayton', 'Wilson Rawls', 'Leonard Spigelgass', 'Eugene Solow', 'Horton Foote', 'Edgar Allan Poe', 'Lou Rusoff', 'John Steinbeck']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Alligator People --[starred_actors]--> Lon Chaney Jr. --[(INV) starred_actors]--> The Haunted Palace --[written_by]--> Edgar Allan Poe
Path (Raw):       The Alligator People --[starred_actors]--> Lon Chaney Jr. --[(INV) starred_actors]--> The Haunted Palace --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.065939
Path Entropy(↓):  0.288797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the polar express
Start Entity:     The Polar Express
Gold Answer:      [['Ron Nyswaner', 'Alan Zweibel', 'Tom Mankiewicz', 'Tom Wolfe', 'Michael Arndt', 'Pat Proft', 'Kelly Marcel', 'Sue Smith', 'Stephan Talty', 'Andrew Stanton', 'Richard Phillips', 'Al Reinert', 'Joel Cohen', 'Jim Lovell', 'Alec Sokolow', 'Miklós László', 'Jeffrey Kluger', 'George Crile', 'Bob Israel', 'Ethan Coen', 'David Seltzer', 'Joss Whedon', 'Michael Cristofer', 'William Rose', 'Jeff Arch', 'Dana Olsen', 'Erik Jendresen', 'Dan Aykroyd', 'Akiva Goldsman', 'Kim Wilson', 'Gary Ross', 'Martin Dugard', "Bill O'Reilly", 'Neal Israel', 'Kelly Candaele', 'Pete Docter', 'Dan Brown', 'Winston Groom', 'Delia Ephron', 'Tom Hanks', 'Nia Vardalos', 'Frank Darabont', 'Stephen King', 'Lee Unkrich', 'Nora Ephron', 'John Lasseter', 'John Patrick Shanley', 'Aaron Sorkin', 'Anne Spielberg', 'Robert Rodat', 'Lowell Ganz', 'Babaloo Mandel', 'Billy Ray']]
Predicted Ans:    Winston Groom
Predicted Path:   The Polar Express --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Forrest Gump --[written_by]--> Winston Groom
Path (Raw):       The Polar Express --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Forrest Gump --[written_by]--> Winston Groom
Neg LogProb(↓):   0.922237
Path Entropy(↓):  1.858999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the frozen ghost
Start Entity:     The Frozen Ghost
Gold Answer:      [['Evelyn Ankers']]
Predicted Ans:    Evelyn Ankers
Predicted Path:   The Frozen Ghost --[starred_actors]--> Evelyn Ankers --[(INV) starred_actors]--> The Frozen Ghost --[starred_actors]--> Evelyn Ankers
Path (Raw):       The Frozen Ghost --[starred_actors]--> Evelyn Ankers --[(INV) starred_actors]--> The Frozen Ghost --[starred_actors]--> Evelyn Ankers
Neg LogProb(↓):   0.624549
Path Entropy(↓):  0.730754
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of kevin dowling
Start Entity:     Kevin Dowling
Gold Answer:      [['Geoff Burton']]
Predicted Ans:    Kevin Dowling
Predicted Path:   Kevin Dowling --[(INV) directed_by]--> The Sum of Us --[directed_by]--> Kevin Dowling
Path (Raw):       Kevin Dowling --[No Operation]--> Kevin Dowling --[(INV) directed_by]--> The Sum of Us --[directed_by]--> Kevin Dowling
Neg LogProb(↓):   0.008331
Path Entropy(↓):  0.048017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of one good cop
Start Entity:     One Good Cop
Gold Answer:      [['Cocktail', 'Rolling Thunder', 'Trial by Jury', 'The Boys from Brazil']]
Predicted Ans:    One Good Cop
Predicted Path:   One Good Cop --[written_by]--> Heywood Gould --[(INV) written_by]--> One Good Cop
Path (Raw):       One Good Cop --[No Operation]--> One Good Cop --[written_by]--> Heywood Gould --[(INV) written_by]--> One Good Cop
Neg LogProb(↓):   0.762992
Path Entropy(↓):  1.279613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of craig's wife
Start Entity:     Craig's Wife
Gold Answer:      [['Auntie Mame', 'Evelyn Prentice', 'Night Must Fall', 'Rendezvous', 'The Trouble with Angels', 'The Women', 'No Time for Comedy', 'Mrs. Pollifax-Spy', 'Sister Kenny', 'My Sister Eileen', "She Wouldn't Say Yes", 'Mourning Becomes Electra', 'His Girl Friday', 'Design for Scandal', 'The Feminine Touch']]
Predicted Ans:    The Women
Predicted Path:   Craig's Wife --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> The Women
Path (Raw):       Craig's Wife --[starred_actors]--> Rosalind Russell --[No Operation]--> Rosalind Russell --[(INV) starred_actors]--> The Women
Neg LogProb(↓):   0.112294
Path Entropy(↓):  0.442208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the field
Start Entity:     The Field
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   The Field --[written_by]--> Jim Sheridan --[(INV) written_by]--> In America --[in_language]--> Irish
Path (Raw):       The Field --[written_by]--> Jim Sheridan --[(INV) written_by]--> In America --[in_language]--> Irish
Neg LogProb(↓):   0.005392
Path Entropy(↓):  0.034123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jorg buttgereit was the director of which movies
Start Entity:     Jörg Buttgereit
Gold Answer:      [['Nekromantik', 'Nekromantik 2']]
Predicted Ans:    Nekromantik 2
Predicted Path:   Jörg Buttgereit --[(INV) directed_by]--> Nekromantik 2 --[directed_by]--> Jörg Buttgereit --[(INV) directed_by]--> Nekromantik 2
Path (Raw):       Jörg Buttgereit --[(INV) directed_by]--> Nekromantik 2 --[directed_by]--> Jörg Buttgereit --[(INV) directed_by]--> Nekromantik 2
Neg LogProb(↓):   0.899615
Path Entropy(↓):  1.272216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by harrison gilbertson were released in which years
Start Entity:     Harrison Gilbertson
Gold Answer:      [['2013']]
Predicted Ans:    Comedy
Predicted Path:   Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[has_genre]--> Comedy
Path (Raw):       Harrison Gilbertson --[No Operation]--> Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[has_genre]--> Comedy
Neg LogProb(↓):   0.477376
Path Entropy(↓):  1.321630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by the director of even money
Start Entity:     Even Money
Gold Answer:      [['Marshall Brickman', 'John Byrum', 'Robert Kaufman', 'Robert Dillon', 'Claude Sautet', 'Ernest Thompson', 'William Dale Jennings', 'Julian Barry', 'Jarmo Lampela', 'Irving Ravetch', 'Neal Jimenez', 'Bill Kerby', 'Howard Koch', 'Lindy Laub', 'William Faulkner', 'Rumer Godden', 'Bo Goldman', 'Lewis John Carlino', 'Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   Even Money --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[written_by]--> Jean Renoir
Path (Raw):       Even Money --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.494556
Path Entropy(↓):  1.504333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the lineup were in which genres
Start Entity:     The Lineup
Gold Answer:      [['Western', 'Short', 'Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Lineup --[directed_by]--> Don Siegel --[(INV) directed_by]--> Madigan --[has_genre]--> Drama
Path (Raw):       The Lineup --[directed_by]--> Don Siegel --[(INV) directed_by]--> Madigan --[has_genre]--> Drama
Neg LogProb(↓):   1.283652
Path Entropy(↓):  1.352646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with susanna moore
Start Entity:     Susanna Moore
Gold Answer:      [['Jane Campion']]
Predicted Ans:    Jane Campion
Predicted Path:   Susanna Moore --[(INV) written_by]--> In the Cut --[written_by]--> Jane Campion
Path (Raw):       Susanna Moore --[No Operation]--> Susanna Moore --[(INV) written_by]--> In the Cut --[written_by]--> Jane Campion
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of caroline zelder written films
Start Entity:     Caroline Zelder
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Caroline Zelder --[(INV) written_by]--> A Plumm Summer --[release_year]--> 2007
Path (Raw):       Caroline Zelder --[No Operation]--> Caroline Zelder --[(INV) written_by]--> A Plumm Summer --[release_year]--> 2007
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the baxter
Start Entity:     The Baxter
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Baxter --[written_by]--> Michael Showalter --[(INV) written_by]--> Wet Hot American Summer --[has_genre]--> Comedy
Path (Raw):       The Baxter --[written_by]--> Michael Showalter --[(INV) written_by]--> Wet Hot American Summer --[has_genre]--> Comedy
Neg LogProb(↓):   0.017918
Path Entropy(↓):  0.089183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in i thank a fool
Start Entity:     I Thank a Fool
Gold Answer:      [['Romance', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   I Thank a Fool --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       I Thank a Fool --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.551737
Path Entropy(↓):  0.997555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of karen taylor starred movies
Start Entity:     Karen Taylor
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Karen Taylor --[(INV) starred_actors]--> Angus, Thongs and Perfect Snogging --[release_year]--> 2008
Path (Raw):       Karen Taylor --[No Operation]--> Karen Taylor --[(INV) starred_actors]--> Angus, Thongs and Perfect Snogging --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the sin of harold diddlebock
Start Entity:     The Sin of Harold Diddlebock
Gold Answer:      [['Grover Jones', 'Allen Covert', 'Nick Swardson', 'Ted Wilde', 'John Grey', 'Lex Neal', 'Tim Whelan', 'Preston Sturges', 'Barry Levinson', 'Abe Burrows', 'Howard Emmett Rogers', 'Lynn Root', 'Sam Taylor', 'Clarence Budington Kelland', 'Harry Clork', 'Frank Butler', 'Jack Weinstock', 'Willie Gilbert', 'Shepherd Mead', 'Hal Roach', 'Robert Klane', 'Andrew Bergman', 'Valerie Curtin', 'Richard Connell', 'David Swift', 'Luis Buñuel']]
Predicted Ans:    Valerie Curtin
Predicted Path:   The Sin of Harold Diddlebock --[starred_actors]--> Rudy Vallee --[(INV) starred_actors]--> Unfaithfully Yours --[written_by]--> Valerie Curtin
Path (Raw):       The Sin of Harold Diddlebock --[starred_actors]--> Rudy Vallee --[(INV) starred_actors]--> Unfaithfully Yours --[written_by]--> Valerie Curtin
Neg LogProb(↓):   0.965774
Path Entropy(↓):  2.169020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by peter m. cohen in
Start Entity:     Peter M. Cohen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter M. Cohen --[(INV) written_by]--> Whipped --[has_genre]--> Comedy
Path (Raw):       Peter M. Cohen --[No Operation]--> Peter M. Cohen --[(INV) written_by]--> Whipped --[has_genre]--> Comedy
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by trace slobotkin
Start Entity:     Trace Slobotkin
Gold Answer:      [['Harvey Glazer']]
Predicted Ans:    Harvey Glazer
Predicted Path:   Trace Slobotkin --[(INV) written_by]--> Kickin' It Old Skool --[directed_by]--> Harvey Glazer
Path (Raw):       Trace Slobotkin --[No Operation]--> Trace Slobotkin --[(INV) written_by]--> Kickin' It Old Skool --[directed_by]--> Harvey Glazer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by brown eyes released
Start Entity:     Brown Eyes
Gold Answer:      [['1925', '1940']]
Predicted Ans:    1940
Predicted Path:   Brown Eyes --[(INV) starred_actors]--> Go West --[release_year]--> 1940
Path (Raw):       Brown Eyes --[No Operation]--> Brown Eyes --[(INV) starred_actors]--> Go West --[release_year]--> 1940
Neg LogProb(↓):   0.454911
Path Entropy(↓):  0.656521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the great northfield minnesota raid also directed which movies
Start Entity:     The Great Northfield Minnesota Raid
Gold Answer:      [['The Wanderers', 'Rising Sun', 'Invasion of the Body Snatchers', 'The Unbearable Lightness of Being', 'Quills', 'Twisted']]
Predicted Ans:    Philip Kaufman
Predicted Path:   The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Wanderers --[directed_by]--> Philip Kaufman
Path (Raw):       The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Wanderers --[directed_by]--> Philip Kaufman
Neg LogProb(↓):   0.821143
Path Entropy(↓):  1.616034
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with the big picture fall under
Start Entity:     The Big Picture
Gold Answer:      [['Drama', 'Adventure', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Big Picture --[directed_by]--> Eric Lartigau --[(INV) directed_by]--> I Do --[has_genre]--> Comedy
Path (Raw):       The Big Picture --[directed_by]--> Eric Lartigau --[(INV) directed_by]--> I Do --[has_genre]--> Comedy
Neg LogProb(↓):   0.631451
Path Entropy(↓):  1.134687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by emma watson
Start Entity:     Emma Watson
Gold Answer:      [['Steve Kloves', 'Sofia Coppola', 'Kate DiCamillo']]
Predicted Ans:    Sofia Coppola
Predicted Path:   Emma Watson --[(INV) starred_actors]--> The Bling Ring --[written_by]--> Sofia Coppola
Path (Raw):       Emma Watson --[No Operation]--> Emma Watson --[(INV) starred_actors]--> The Bling Ring --[written_by]--> Sofia Coppola
Neg LogProb(↓):   0.685563
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in luis bunuel written movies
Start Entity:     Luis Buñuel
Gold Answer:      [['English', 'French', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Luis Buñuel --[(INV) written_by]--> Belle de Jour --[in_language]--> French
Path (Raw):       Luis Buñuel --[No Operation]--> Luis Buñuel --[(INV) written_by]--> Belle de Jour --[in_language]--> French
Neg LogProb(↓):   0.769815
Path Entropy(↓):  1.200468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe the pope's toilet
Start Entity:     The Pope's Toilet
Gold Answer:      [['uruguay']]
Predicted Ans:    uruguay
Predicted Path:   The Pope's Toilet --[has_tags]--> uruguay --[(INV) has_tags]--> The Pope's Toilet --[has_tags]--> uruguay
Path (Raw):       The Pope's Toilet --[has_tags]--> uruguay --[(INV) has_tags]--> The Pope's Toilet --[has_tags]--> uruguay
Neg LogProb(↓):   0.008275
Path Entropy(↓):  0.050562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film welcome to mooseport were in which genres
Start Entity:     Welcome to Mooseport
Gold Answer:      [['Romance', 'Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Welcome to Mooseport --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The French Connection --[has_genre]--> Action
Path (Raw):       Welcome to Mooseport --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The French Connection --[has_genre]--> Action
Neg LogProb(↓):   1.017159
Path Entropy(↓):  1.714514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the man without a past
Start Entity:     The Man Without a Past
Gold Answer:      [['Leena Lander', 'Dome Karukoski', 'Aki Kaurismäki']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   The Man Without a Past --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[written_by]--> Aki Kaurismäki
Path (Raw):       The Man Without a Past --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.802147
Path Entropy(↓):  1.127525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film yeh jawaani hai deewani
Start Entity:     Yeh Jawaani Hai Deewani
Gold Answer:      [['bollywood']]
Predicted Ans:    bollywood
Predicted Path:   Yeh Jawaani Hai Deewani --[has_tags]--> bollywood --[(INV) has_tags]--> Kambakkht Ishq --[has_tags]--> bollywood
Path (Raw):       Yeh Jawaani Hai Deewani --[has_tags]--> bollywood --[(INV) has_tags]--> Kambakkht Ishq --[has_tags]--> bollywood
Neg LogProb(↓):   0.094149
Path Entropy(↓):  0.385160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in takashi koizumi directed movies
Start Entity:     Takashi Koizumi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Takashi Koizumi --[(INV) directed_by]--> After the Rain --[in_language]--> Japanese
Path (Raw):       Takashi Koizumi --[No Operation]--> Takashi Koizumi --[(INV) directed_by]--> After the Rain --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed pet sematary
Start Entity:     Pet Sematary
Gold Answer:      [['Kate Chopin']]
Predicted Ans:    Stephen King
Predicted Path:   Pet Sematary --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[written_by]--> Stephen King
Path (Raw):       Pet Sematary --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[written_by]--> Stephen King
Neg LogProb(↓):   0.009274
Path Entropy(↓):  0.058287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe riot in cell block 11 in a few words
Start Entity:     Riot in Cell Block 11
Gold Answer:      [['don siegel']]
Predicted Ans:    don siegel
Predicted Path:   Riot in Cell Block 11 --[has_tags]--> don siegel --[(INV) has_tags]--> The Beguiled --[has_tags]--> don siegel
Path (Raw):       Riot in Cell Block 11 --[has_tags]--> don siegel --[(INV) has_tags]--> The Beguiled --[has_tags]--> don siegel
Neg LogProb(↓):   0.155839
Path Entropy(↓):  0.561935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by bad day at black rock actors
Start Entity:     Bad Day at Black Rock
Gold Answer:      [["Frank O'Rourke", 'Myles Connolly', 'Howard Teichmann', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'Tom Miranda', 'William J. Cowen', 'Sinclair Lewis', 'Alistair MacLean', 'William Rose', 'Ben Maddow', 'Donald Ogden Stewart', 'Harold Jack Bloom', 'Sam Rolfe', 'Van Van Praag', 'Philip Yordan', 'Samuel A. Taylor', 'Edward Streeter', 'Albert Hackett', 'Frances Goodrich', 'John Flynn', 'Alfred Hayes', 'Clara Beranger', 'Robert L. Richards', 'Anita Loos', 'Michael Gottlieb', 'Collier Young', 'Robert Morley', 'Sam Peckinpah', 'Herman Melville', 'John Lee Mahin', 'Frances Marion', 'Helen Deutsch', 'Fritz Lang', 'Conrad Richter', 'John Steinbeck', 'Clifford Odets', 'Waldemar Young', 'Vincent Lawrence', 'Alex Proyas', 'Gerald Butler', "Edwin O'Connor", 'Edward Rugoff', 'Nedrick Young', 'Sydney Boehm', 'Thomas Quinn Curtiss', 'Max Catto', 'Richard Brooks', 'Abby Mann', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'Zane Grey', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'Russel Crouse', 'John Paxton', 'Peter Viertel', 'William Marchant', 'Philip Barry', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Howard Emmett Rogers', 'Frank Wead', 'David S. Goyer', 'Heck Allen', 'Anna Seghers', 'Marcus Sanders', 'Sandow Birk', 'Eleanore Griffin', 'Dore Schary', 'John Meehan', 'Libbie Block', 'Paul Zaloom', 'Nathanael West', 'Dario Argento', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Lem Dobbs', 'Walon Green', 'Roy N. Sickner', 'David Ayer', 'Jacqueline Susann', 'Garson Kanin', 'Ruth Gordon', 'Edward Anhalt', 'Richard Carroll', 'Luiz Bolognesi', 'Austregésilo Carrano', 'George Oppenheimer', 'Nicholas Ray', 'Peter Ustinov', 'Frank S. Nugent', 'James Edward Grant', 'Harold Jacob Smith', 'Lewis E. Lawes', 'Jerome Lawrence', 'Noel Langley', 'Anthony Veiller', 'Dalton Trumbo', 'Hugo Butler', 'Kenneth Roberts', 'Donald E. Westlake', 'Art Cohn', 'Joseph Moncure March', 'Norman Krasna', 'Bartlett Cormack', 'Jean Renoir', "Eugene O'Neill"]]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Bad Day at Black Rock --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       Bad Day at Black Rock --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   1.283160
Path Entropy(↓):  2.624377
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of caro diario
Start Entity:     Caro diario
Gold Answer:      [['2001', '2006', '2011']]
Predicted Ans:    2001
Predicted Path:   Caro diario --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Son's Room --[release_year]--> 2001
Path (Raw):       Caro diario --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Son's Room --[release_year]--> 2001
Neg LogProb(↓):   0.398259
Path Entropy(↓):  0.960831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was hilda borgstrom an actor in
Start Entity:     Hilda Borgström
Gold Answer:      [['The Phantom Carriage']]
Predicted Ans:    The Phantom Carriage
Predicted Path:   Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage --[starred_actors]--> Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage
Path (Raw):       Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage --[starred_actors]--> Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage
Neg LogProb(↓):   0.043418
Path Entropy(↓):  0.178404
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
George kaczender was the director of which films
Start Entity:     George Kaczender
Gold Answer:      [['In Praise of Older Women']]
Predicted Ans:    In Praise of Older Women
Predicted Path:   George Kaczender --[(INV) directed_by]--> In Praise of Older Women --[directed_by]--> George Kaczender --[(INV) directed_by]--> In Praise of Older Women
Path (Raw):       George Kaczender --[(INV) directed_by]--> In Praise of Older Women --[directed_by]--> George Kaczender --[(INV) directed_by]--> In Praise of Older Women
Neg LogProb(↓):   0.063680
Path Entropy(↓):  0.277246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to following
Start Entity:     Following
Gold Answer:      [['christopher nolan', 'noir', 'r']]
Predicted Ans:    r
Predicted Path:   Following --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       Following --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.004767
Path Entropy(↓):  0.034025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of windtalkers
Start Entity:     Windtalkers
Gold Answer:      [['James Stewart', 'Jacky Cheung', 'John Travolta', 'Leslie Cheung', 'Waise Lee', 'Aaron Eckhart', 'Christian Slater', 'Damian Lau', 'Nicolas Cage', 'Ben Affleck', 'Sally Yeh', 'Danny Lee', 'Paul Giamatti', 'Uma Thurman', 'Chuck Pfarrer', 'Lance Henriksen', 'Dolph Lundgren', 'Jeff Chandler', 'Simon Yam', 'Cherie Chung', 'Takeshi Kaneshiro']]
Predicted Ans:    Leslie Cheung
Predicted Path:   Windtalkers --[directed_by]--> John Woo --[(INV) directed_by]--> A Better Tomorrow --[starred_actors]--> Leslie Cheung
Path (Raw):       Windtalkers --[directed_by]--> John Woo --[(INV) directed_by]--> A Better Tomorrow --[starred_actors]--> Leslie Cheung
Neg LogProb(↓):   0.049502
Path Entropy(↓):  0.282662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the boxer is also the director of which films
Start Entity:     The Boxer
Gold Answer:      [['In America', 'My Left Foot', 'Dream House', 'The Field', "Get Rich or Die Tryin'", 'In the Name of the Father', 'Brothers']]
Predicted Ans:    The Field
Predicted Path:   The Boxer --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> The Field
Path (Raw):       The Boxer --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> The Field --[No Operation]--> The Field
Neg LogProb(↓):   0.896716
Path Entropy(↓):  1.611121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did nicholas niciphor write
Start Entity:     Nicholas Niciphor
Gold Answer:      [['Deathsport']]
Predicted Ans:    Deathsport
Predicted Path:   Nicholas Niciphor --[(INV) written_by]--> Deathsport --[written_by]--> Nicholas Niciphor --[(INV) written_by]--> Deathsport
Path (Raw):       Nicholas Niciphor --[(INV) written_by]--> Deathsport --[written_by]--> Nicholas Niciphor --[(INV) written_by]--> Deathsport
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by john luton were directed by who
Start Entity:     John Luton
Gold Answer:      [['Alex De Rakoff']]
Predicted Ans:    Alex De Rakoff
Predicted Path:   John Luton --[(INV) written_by]--> Dead Man Running --[directed_by]--> Alex De Rakoff
Path (Raw):       John Luton --[No Operation]--> John Luton --[(INV) written_by]--> Dead Man Running --[directed_by]--> Alex De Rakoff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the 10th victim released
Start Entity:     The 10th Victim
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   The 10th Victim --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       The 10th Victim --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   2.023287
Path Entropy(↓):  3.219240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film a millionaire for christy
Start Entity:     A Millionaire for Christy
Gold Answer:      [['W. Somerset Maugham', 'William Humphrey', 'Herman Wouk', 'Chester Erskine', 'Betty MacDonald', 'Merle Miller', 'Jane Murfin', 'Roger Butterfield', 'Louis Bromfield', 'Louis Verneuil', 'Albert Maltz', 'Rafael Sabatini', 'Wilkie Collins', 'Gilles Mimouni', 'Preston Sturges', 'MacKinlay Kantor', 'Thomas Walsh', 'Fred F. Finklehoffe', 'Mortimer Offner', 'Harlan Ellison', 'Claude Binyon', 'William H. Macy', 'Dorothy Yost', 'Billy Wilder', 'Robert Wyler', 'George Froeschel', 'Sidney Kingsley', 'Louis Pelletier', 'Marjorie Lawrence', 'William Ludwig', 'Sonya Levien', 'Arnold Schulman', 'Georges Berr', 'AJ Carothers', 'Russell Rouse', 'Clarence Greene', 'Lester Cole', 'Ursula Parrott', 'Richard Alan Simmons', 'Margaret Fitts', 'Frederic I. Rinaldo', 'Robert Lees', 'Peter Dawson', 'Philip Yordan', 'Bernard C. Schoenfeld', 'James M. Cain', 'Vincent B. Evans', 'Felix Salten', 'Margaret Kennedy', 'Booth Tarkington', 'Richard Sale', 'Walter Newman', 'Lewis Meltzer', "Liam O'Brien", 'Nelson Algren', 'Raymond Chandler', 'Cordelia Drexel Biddle', 'Ronald Millar', 'Helen MacInnes', 'Carl Stephenson', 'Virginia Kellogg']]
Predicted Ans:    Billy Wilder
Predicted Path:   A Millionaire for Christy --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[written_by]--> Billy Wilder
Path (Raw):       A Millionaire for Christy --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.133030
Path Entropy(↓):  1.984086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jerome bixby were in which genres
Start Entity:     Jerome Bixby
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[has_genre]--> Adventure
Path (Raw):       Jerome Bixby --[No Operation]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[has_genre]--> Adventure
Neg LogProb(↓):   0.052817
Path Entropy(↓):  0.206537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in martha marcy may marlene
Start Entity:     Martha Marcy May Marlene
Gold Answer:      [['Drama', 'Thriller', 'Mystery', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Martha Marcy May Marlene --[starred_actors]--> Hugh Dancy --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Path (Raw):       Martha Marcy May Marlene --[starred_actors]--> Hugh Dancy --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Neg LogProb(↓):   0.287139
Path Entropy(↓):  0.658763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was stark raving mad released
Start Entity:     Stark Raving Mad
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Stark Raving Mad --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Path (Raw):       Stark Raving Mad --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Neg LogProb(↓):   2.628921
Path Entropy(↓):  4.191670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by sheila sim in
Start Entity:     Sheila Sim
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sheila Sim --[(INV) starred_actors]--> Pandora and the Flying Dutchman --[has_genre]--> Drama
Path (Raw):       Sheila Sim --[No Operation]--> Sheila Sim --[(INV) starred_actors]--> Pandora and the Flying Dutchman --[has_genre]--> Drama
Neg LogProb(↓):   0.055960
Path Entropy(↓):  0.211337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film osaka elegy released
Start Entity:     Osaka Elegy
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   Osaka Elegy --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Path (Raw):       Osaka Elegy --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Neg LogProb(↓):   2.427361
Path Entropy(↓):  3.312879
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie hobson's choice
Start Entity:     Hobson's Choice
Gold Answer:      [['1970', '1946', '1944', '1936', '1935', '1941', '1998', '1939', '1957', '1951', '1953', '1947', '1932', '1956', '1943', '1995', '1948', '1938', '1996', '2012', '1961', '1955', '1962', '1934', '1949', '1975', '1960', '1999', '1945', '1986', '1952', '1958']]
Predicted Ans:    1954
Predicted Path:   Hobson's Choice --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[release_year]--> 1954
Path (Raw):       Hobson's Choice --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[release_year]--> 1954
Neg LogProb(↓):   0.978001
Path Entropy(↓):  1.933571
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies written by drew pearce
Start Entity:     Drew Pearce
Gold Answer:      [['Don Cheadle', 'Gwyneth Paltrow', 'Guy Pearce']]
Predicted Ans:    Don Cheadle
Predicted Path:   Drew Pearce --[(INV) written_by]--> Iron Man 3 --[starred_actors]--> Don Cheadle
Path (Raw):       Drew Pearce --[No Operation]--> Drew Pearce --[(INV) written_by]--> Iron Man 3 --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.130034
Path Entropy(↓):  0.455276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of kill!
Start Entity:     Kill!
Gold Answer:      [['Michiyo Aratama', 'Tatsuya Nakadai']]
Predicted Ans:    Tatsuya Nakadai
Predicted Path:   Kill! --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Kill! --[starred_actors]--> Tatsuya Nakadai
Path (Raw):       Kill! --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Kill! --[starred_actors]--> Tatsuya Nakadai
Neg LogProb(↓):   0.074446
Path Entropy(↓):  0.320466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie town without pity
Start Entity:     Town Without Pity
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Town Without Pity --[release_year]--> 1961 --[(INV) release_year]--> The Errand Boy --[release_year]--> 1961
Path (Raw):       Town Without Pity --[release_year]--> 1961 --[(INV) release_year]--> The Errand Boy --[release_year]--> 1961
Neg LogProb(↓):   2.414488
Path Entropy(↓):  3.763274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did gabrielle savage dockterman write
Start Entity:     Gabrielle Savage Dockterman
Gold Answer:      [['Missing in America']]
Predicted Ans:    Missing in America
Predicted Path:   Gabrielle Savage Dockterman --[(INV) written_by]--> Missing in America --[written_by]--> Gabrielle Savage Dockterman --[(INV) written_by]--> Missing in America
Path (Raw):       Gabrielle Savage Dockterman --[(INV) written_by]--> Missing in America --[written_by]--> Gabrielle Savage Dockterman --[(INV) written_by]--> Missing in America
Neg LogProb(↓):   0.001046
Path Entropy(↓):  0.008221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of run of the arrow
Start Entity:     Run of the Arrow
Gold Answer:      [['Mark Hamill', 'James Shigeta', 'Richard Widmark', 'Beatrice Kay', 'Dolores Dorn', 'Glenn Corbett', 'Rod Taylor', 'Barbara Stanwyck', 'Cliff Robertson', 'Anthony Eisley', 'Michael Dante', 'John Ireland', 'Lee Marvin', 'Thelma Ritter', 'Victoria Shaw', 'Jeff Chandler', 'Reed Hadley', 'Kristy McNichol', 'Richard Harris', 'Jean Peters', 'Constance Towers', 'Barry Sullivan', 'Al Lettieri', 'Vincent Price', 'Gene Evans', 'Mary Welch']]
Predicted Ans:    John Ireland
Predicted Path:   Run of the Arrow --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Path (Raw):       Run of the Arrow --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Neg LogProb(↓):   0.556118
Path Entropy(↓):  1.005479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with james goldman
Start Entity:     James Goldman
Gold Answer:      [['Robert K. Massie']]
Predicted Ans:    James Goldman
Predicted Path:   James Goldman --[(INV) written_by]--> Nicholas and Alexandra --[written_by]--> James Goldman
Path (Raw):       James Goldman --[No Operation]--> James Goldman --[(INV) written_by]--> Nicholas and Alexandra --[written_by]--> James Goldman
Neg LogProb(↓):   0.381878
Path Entropy(↓):  0.638229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie the bachelor
Start Entity:     The Bachelor
Gold Answer:      [['2003', '1992', '1993', '2006', '1935', '1974', '2007', '1998', '1939', '2009', '2004', '1973', '1994', '1995', '1948', '2001', '1990', '1996', '2002', '2011', '2000', '2005', '1927', '1999']]
Predicted Ans:    1973
Predicted Path:   The Bachelor --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> The Three Musketeers --[release_year]--> 1973
Path (Raw):       The Bachelor --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> The Three Musketeers --[release_year]--> 1973
Neg LogProb(↓):   1.267794
Path Entropy(↓):  2.780649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of freidoune sahebjam written films
Start Entity:     Freidoune Sahebjam
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Freidoune Sahebjam --[(INV) written_by]--> The Stoning of Soraya M. --[release_year]--> 2008
Path (Raw):       Freidoune Sahebjam --[No Operation]--> Freidoune Sahebjam --[(INV) written_by]--> The Stoning of Soraya M. --[release_year]--> 2008
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with q'orianka kilcher
Start Entity:     Q'orianka Kilcher
Gold Answer:      [['Christopher Plummer', 'Christian Bale', 'Colin Farrell']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Q'orianka Kilcher --[(INV) starred_actors]--> The New World --[starred_actors]--> Christopher Plummer
Path (Raw):       Q'orianka Kilcher --[No Operation]--> Q'orianka Kilcher --[(INV) starred_actors]--> The New World --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.546906
Path Entropy(↓):  0.701315
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the crowded sky
Start Entity:     The Crowded Sky
Gold Answer:      [['Zero Hour!', 'Crash Dive', 'Sealed Cargo', 'Inferno', 'While the City Sleeps', 'The Best Years of Our Lives', 'A Walk in the Sun', 'The Frozen Dead', 'Fallen Angel', 'State Fair', 'Wait Until Dark', 'The Ox-Bow Incident', 'Belle Starr', 'Madison Avenue', 'Home Before Dark', 'My Foolish Heart', 'The Killer Is Loose', 'Beyond a Reasonable Doubt', 'Battle of the Bulge', 'The Chapman Report', 'Where the Sidewalk Ends', 'Laura', 'Daisy Kenyon', 'The North Star', 'Wing and a Prayer']]
Predicted Ans:    Inferno
Predicted Path:   The Crowded Sky --[starred_actors]--> Rhonda Fleming --[(INV) starred_actors]--> Inferno
Path (Raw):       The Crowded Sky --[starred_actors]--> Rhonda Fleming --[No Operation]--> Rhonda Fleming --[(INV) starred_actors]--> Inferno
Neg LogProb(↓):   0.593230
Path Entropy(↓):  0.893654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie the song of sparrows
Start Entity:     The Song of Sparrows
Gold Answer:      [['majid majidi', 'iran']]
Predicted Ans:    majid majidi
Predicted Path:   The Song of Sparrows --[has_tags]--> majid majidi --[(INV) has_tags]--> Children of Heaven --[has_tags]--> majid majidi
Path (Raw):       The Song of Sparrows --[has_tags]--> majid majidi --[(INV) has_tags]--> Children of Heaven --[has_tags]--> majid majidi
Neg LogProb(↓):   0.000198
Path Entropy(↓):  0.002041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor roxanne hart acted together with who
Start Entity:     Roxanne Hart
Gold Answer:      [['Cliff De Young', 'Sean Connery', 'Ron Silver', 'Christina Milian', 'Christopher Lambert', 'Ted Wass', 'George Burns', 'Clancy Brown', 'Ian Somerhalder', 'Kristen Bell', 'Matthew Lawrence', 'Joseph Lawrence']]
Predicted Ans:    Kristen Bell
Predicted Path:   Roxanne Hart --[(INV) starred_actors]--> Pulse --[starred_actors]--> Kristen Bell
Path (Raw):       Roxanne Hart --[No Operation]--> Roxanne Hart --[(INV) starred_actors]--> Pulse --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.090325
Path Entropy(↓):  0.455260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie french kiss
Start Entity:     French Kiss
Gold Answer:      [['Dan Gordon', 'William Goldman', 'Frank Galati', 'Stephen King', 'Anne Tyler', 'Lawrence Kasdan']]
Predicted Ans:    Lawrence Kasdan
Predicted Path:   French Kiss --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> Darling Companion --[written_by]--> Lawrence Kasdan
Path (Raw):       French Kiss --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> Darling Companion --[written_by]--> Lawrence Kasdan
Neg LogProb(↓):   1.314204
Path Entropy(↓):  1.815980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the love and pain and the whole damn thing director release
Start Entity:     Love and Pain and the Whole Damn Thing
Gold Answer:      [['1976', '1978', '1997', '1971', '1990', '1992', '1989', '1993', '1982', '1979', '1981', '1969', '1974']]
Predicted Ans:    1981
Predicted Path:   Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Rollover --[release_year]--> 1981
Path (Raw):       Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Rollover --[release_year]--> 1981
Neg LogProb(↓):   1.773213
Path Entropy(↓):  2.373282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the final destination in a few words
Start Entity:     The Final Destination
Gold Answer:      [['franchise']]
Predicted Ans:    chris miller
Predicted Path:   The Final Destination --[has_tags]--> franchise --[(INV) has_tags]--> Puss in Boots --[has_tags]--> chris miller
Path (Raw):       The Final Destination --[has_tags]--> franchise --[(INV) has_tags]--> Puss in Boots --[has_tags]--> chris miller
Neg LogProb(↓):   0.425364
Path Entropy(↓):  0.763067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by deon taylor were in which genres
Start Entity:     Deon Taylor
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Deon Taylor --[(INV) written_by]--> Chain Letter --[has_genre]--> Horror
Path (Raw):       Deon Taylor --[No Operation]--> Deon Taylor --[(INV) written_by]--> Chain Letter --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie places in the heart were released in which years
Start Entity:     Places in the Heart
Gold Answer:      [['1998', '1995', '2007', '1972', '2008', '2003', '1991', '1982', '1994', '2002', '1979', '1987', '1986', '1977']]
Predicted Ans:    1986
Predicted Path:   Places in the Heart --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool --[release_year]--> 1986
Path (Raw):       Places in the Heart --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool --[release_year]--> 1986
Neg LogProb(↓):   0.969183
Path Entropy(↓):  1.837896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by solveig dommartin
Start Entity:     Solveig Dommartin
Gold Answer:      [['Michael Almereyda', 'Wim Wenders', 'Peter Carey']]
Predicted Ans:    Wim Wenders
Predicted Path:   Solveig Dommartin --[(INV) written_by]--> Until the End of the World --[directed_by]--> Wim Wenders
Path (Raw):       Solveig Dommartin --[No Operation]--> Solveig Dommartin --[(INV) written_by]--> Until the End of the World --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.046279
Path Entropy(↓):  0.194933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of shirin in love was
Start Entity:     Shirin in Love
Gold Answer:      [['Ramin Niami']]
Predicted Ans:    Ramin Niami
Predicted Path:   Shirin in Love --[directed_by]--> Ramin Niami --[(INV) directed_by]--> Shirin in Love --[directed_by]--> Ramin Niami
Path (Raw):       Shirin in Love --[directed_by]--> Ramin Niami --[(INV) directed_by]--> Shirin in Love --[directed_by]--> Ramin Niami
Neg LogProb(↓):   0.265738
Path Entropy(↓):  0.543938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by john cassavetes
Start Entity:     John Cassavetes
Gold Answer:      [['John Hough', 'Don Siegel', 'Robert Siodmak', 'Larry Peerce', 'Elaine May', 'Paul Mazursky', 'Roman Polanski', 'Andrei Tarkovsky', 'Aleksandr Gordon', 'Marika Beiku', 'Martin Ritt', 'Brian De Palma']]
Predicted Ans:    Andrei Tarkovsky
Predicted Path:   John Cassavetes --[(INV) starred_actors]--> The Killers --[directed_by]--> Andrei Tarkovsky
Path (Raw):       John Cassavetes --[No Operation]--> John Cassavetes --[(INV) starred_actors]--> The Killers --[directed_by]--> Andrei Tarkovsky
Neg LogProb(↓):   0.888777
Path Entropy(↓):  2.016997
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with cao hamburger
Start Entity:     Cao Hamburger
Gold Answer:      [['Adriana Falcão', 'Bráulio Mantovani', 'Claudio Galperin', 'Anna Muylaert']]
Predicted Ans:    Cao Hamburger
Predicted Path:   Cao Hamburger --[(INV) written_by]--> Xingu --[written_by]--> Cao Hamburger
Path (Raw):       Cao Hamburger --[No Operation]--> Cao Hamburger --[(INV) written_by]--> Xingu --[written_by]--> Cao Hamburger
Neg LogProb(↓):   0.027715
Path Entropy(↓):  0.132480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by nigel green
Start Entity:     Nigel Green
Gold Answer:      [['War']]
Predicted Ans:    1965
Predicted Path:   Nigel Green --[(INV) starred_actors]--> The Ipcress File --[release_year]--> 1965
Path (Raw):       Nigel Green --[No Operation]--> Nigel Green --[(INV) starred_actors]--> The Ipcress File --[release_year]--> 1965
Neg LogProb(↓):   0.265092
Path Entropy(↓):  0.626116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in the tall man
Start Entity:     The Tall Man
Gold Answer:      [['Jessica Biel']]
Predicted Ans:    Jessica Biel
Predicted Path:   The Tall Man --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> The Tall Man --[starred_actors]--> Jessica Biel
Path (Raw):       The Tall Man --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> The Tall Man --[starred_actors]--> Jessica Biel
Neg LogProb(↓):   0.308712
Path Entropy(↓):  0.764518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by david guion fall under
Start Entity:     David Guion
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David Guion --[(INV) written_by]--> Dinner for Schmucks --[has_genre]--> Comedy
Path (Raw):       David Guion --[No Operation]--> David Guion --[(INV) written_by]--> Dinner for Schmucks --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with trash in
Start Entity:     Trash
Gold Answer:      [['Swedish', 'French', 'English', 'German']]
Predicted Ans:    paul morrissey
Predicted Path:   Trash --[starred_actors]--> Andrea Feldman --[(INV) starred_actors]--> Heat --[has_tags]--> paul morrissey
Path (Raw):       Trash --[starred_actors]--> Andrea Feldman --[(INV) starred_actors]--> Heat --[has_tags]--> paul morrissey
Neg LogProb(↓):   0.795533
Path Entropy(↓):  1.386040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote homicidal
Start Entity:     Homicidal
Gold Answer:      [['Robb White']]
Predicted Ans:    Robb White
Predicted Path:   Homicidal --[written_by]--> Robb White --[(INV) written_by]--> Up Periscope --[written_by]--> Robb White
Path (Raw):       Homicidal --[written_by]--> Robb White --[(INV) written_by]--> Up Periscope --[written_by]--> Robb White
Neg LogProb(↓):   1.172511
Path Entropy(↓):  1.631388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did guillaume gallienne direct
Start Entity:     Guillaume Gallienne
Gold Answer:      [['Me, Myself and Mum']]
Predicted Ans:    Me, Myself and Mum
Predicted Path:   Guillaume Gallienne --[(INV) written_by]--> Me, Myself and Mum --[written_by]--> Guillaume Gallienne --[(INV) written_by]--> Me, Myself and Mum
Path (Raw):       Guillaume Gallienne --[(INV) written_by]--> Me, Myself and Mum --[written_by]--> Guillaume Gallienne --[(INV) written_by]--> Me, Myself and Mum
Neg LogProb(↓):   0.000232
Path Entropy(↓):  0.002218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie garden state
Start Entity:     Garden State
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Garden State --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Path (Raw):       Garden State --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Neg LogProb(↓):   3.388160
Path Entropy(↓):  4.633797
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for reuben, reuben
Start Entity:     Reuben, Reuben
Gold Answer:      [['Herman Shumlin', 'Peter De Vries', 'Julius J. Epstein']]
Predicted Ans:    Peter De Vries
Predicted Path:   Reuben, Reuben --[written_by]--> Peter De Vries --[(INV) written_by]--> The Tunnel of Love --[written_by]--> Peter De Vries
Path (Raw):       Reuben, Reuben --[written_by]--> Peter De Vries --[(INV) written_by]--> The Tunnel of Love --[written_by]--> Peter De Vries
Neg LogProb(↓):   0.213918
Path Entropy(↓):  0.659987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie state of siege, when was it released
Start Entity:     State of Siege
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   State of Siege --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Path (Raw):       State of Siege --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Neg LogProb(↓):   1.921122
Path Entropy(↓):  3.335609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe dorian gray in a few words
Start Entity:     Dorian Gray
Gold Answer:      [['colin firth', 'ben barnes']]
Predicted Ans:    oscar wilde
Predicted Path:   Dorian Gray --[has_tags]--> oscar wilde --[(INV) has_tags]--> Dorian Gray --[has_tags]--> oscar wilde
Path (Raw):       Dorian Gray --[has_tags]--> oscar wilde --[(INV) has_tags]--> Dorian Gray --[has_tags]--> oscar wilde
Neg LogProb(↓):   0.003621
Path Entropy(↓):  0.027661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share screenwriters with the movie dave
Start Entity:     Dave
Gold Answer:      [['2012', '1998', '1988']]
Predicted Ans:    2012
Predicted Path:   Dave --[written_by]--> Gary Ross --[(INV) written_by]--> The Hunger Games --[release_year]--> 2012
Path (Raw):       Dave --[written_by]--> Gary Ross --[(INV) written_by]--> The Hunger Games --[release_year]--> 2012
Neg LogProb(↓):   0.122585
Path Entropy(↓):  0.432866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with look at me in
Start Entity:     Look at Me
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Look at Me --[directed_by]--> Agnès Jaoui --[(INV) written_by]--> Smoking/No Smoking --[in_language]--> French
Path (Raw):       Look at Me --[directed_by]--> Agnès Jaoui --[(INV) written_by]--> Smoking/No Smoking --[in_language]--> French
Neg LogProb(↓):   0.459172
Path Entropy(↓):  1.072249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by olivier lorelle in
Start Entity:     Olivier Lorelle
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Olivier Lorelle --[(INV) written_by]--> Omar Killed Me --[has_genre]--> Drama
Path (Raw):       Olivier Lorelle --[No Operation]--> Olivier Lorelle --[(INV) written_by]--> Omar Killed Me --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by naomi kawase release
Start Entity:     Naomi Kawase
Gold Answer:      [['2003', '2007']]
Predicted Ans:    2003
Predicted Path:   Naomi Kawase --[(INV) directed_by]--> Shara --[release_year]--> 2003
Path (Raw):       Naomi Kawase --[No Operation]--> Naomi Kawase --[(INV) directed_by]--> Shara --[release_year]--> 2003
Neg LogProb(↓):   0.218347
Path Entropy(↓):  0.510418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie perfect blue
Start Entity:     Perfect Blue
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Perfect Blue --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Perfect Blue --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.037704
Path Entropy(↓):  3.149859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film call me bwana starred which actors
Start Entity:     Call Me Bwana
Gold Answer:      [['Anita Ekberg', 'Bob Hope']]
Predicted Ans:    Anita Ekberg
Predicted Path:   Call Me Bwana --[starred_actors]--> Anita Ekberg --[(INV) starred_actors]--> Back from Eternity --[starred_actors]--> Anita Ekberg
Path (Raw):       Call Me Bwana --[starred_actors]--> Anita Ekberg --[(INV) starred_actors]--> Back from Eternity --[starred_actors]--> Anita Ekberg
Neg LogProb(↓):   0.071153
Path Entropy(↓):  0.302691
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed demon wind
Start Entity:     Demon Wind
Gold Answer:      [['Charles Philip Moore']]
Predicted Ans:    Charles Philip Moore
Predicted Path:   Demon Wind --[directed_by]--> Charles Philip Moore --[(INV) directed_by]--> Demon Wind --[directed_by]--> Charles Philip Moore
Path (Raw):       Demon Wind --[directed_by]--> Charles Philip Moore --[(INV) directed_by]--> Demon Wind --[directed_by]--> Charles Philip Moore
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with beware of a holy whore in
Start Entity:     Beware of a Holy Whore
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Beware of a Holy Whore --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Gods of the Plague --[in_language]--> German
Path (Raw):       Beware of a Holy Whore --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Gods of the Plague --[in_language]--> German
Neg LogProb(↓):   0.433392
Path Entropy(↓):  1.319354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film shadows and fog
Start Entity:     Shadows and Fog
Gold Answer:      [['1980', '2003', '1992', '1993', '1979', '1984', '1977', '1998', '1982', '1973', '1983', '1976', '1972', '1971', '2001', '1989', '2013', '2000', '1975', '1991', '1999', '1969']]
Predicted Ans:    1989
Predicted Path:   Shadows and Fog --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> New York Stories --[release_year]--> 1989
Path (Raw):       Shadows and Fog --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> New York Stories --[release_year]--> 1989
Neg LogProb(↓):   1.216541
Path Entropy(↓):  2.328221
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed take care of your scarf, tatiana
Start Entity:     Take Care of Your Scarf, Tatiana
Gold Answer:      [['1983', '1988', '1990', '1992', '1989', '1996', '2006', '1985', '1999', '2002', '1935', '1987', '1986', '1994', '2011']]
Predicted Ans:    1986
Predicted Path:   Take Care of Your Scarf, Tatiana --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Rocky VI --[release_year]--> 1986
Path (Raw):       Take Care of Your Scarf, Tatiana --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Rocky VI --[release_year]--> 1986
Neg LogProb(↓):   1.380596
Path Entropy(↓):  2.201016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with thi loc truong
Start Entity:     Thi Loc Truong
Gold Answer:      [['Man San Lu']]
Predicted Ans:    Thi Loc Truong
Predicted Path:   Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong
Path (Raw):       Thi Loc Truong --[No Operation]--> Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong
Neg LogProb(↓):   0.077043
Path Entropy(↓):  0.264245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose actors also appear in nobody walks
Start Entity:     Nobody Walks
Gold Answer:      [['Russian']]
Predicted Ans:    India Ennenga
Predicted Path:   Nobody Walks --[starred_actors]--> India Ennenga --[(INV) starred_actors]--> Nobody Walks --[starred_actors]--> India Ennenga
Path (Raw):       Nobody Walks --[starred_actors]--> India Ennenga --[(INV) starred_actors]--> Nobody Walks --[starred_actors]--> India Ennenga
Neg LogProb(↓):   0.031923
Path Entropy(↓):  0.178167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films directed by ariane mnouchkine
Start Entity:     Ariane Mnouchkine
Gold Answer:      [['1978', '2007']]
Predicted Ans:    2007
Predicted Path:   Ariane Mnouchkine --[(INV) directed_by]--> Molière --[release_year]--> 2007
Path (Raw):       Ariane Mnouchkine --[No Operation]--> Ariane Mnouchkine --[(INV) directed_by]--> Molière --[release_year]--> 2007
Neg LogProb(↓):   0.649248
Path Entropy(↓):  0.692142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by margaret colin were written by who
Start Entity:     Margaret Colin
Gold Answer:      [['Wesley Strick']]
Predicted Ans:    Wesley Strick
Predicted Path:   Margaret Colin --[(INV) starred_actors]--> True Believer --[written_by]--> Wesley Strick
Path (Raw):       Margaret Colin --[No Operation]--> Margaret Colin --[(INV) starred_actors]--> True Believer --[written_by]--> Wesley Strick
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of elite squad also wrote which films
Start Entity:     Elite Squad
Gold Answer:      [['Bus 174', 'Linha de Passe', 'The Year My Parents Went on Vacation', 'City of God']]
Predicted Ans:    City of God
Predicted Path:   Elite Squad --[written_by]--> Bráulio Mantovani --[(INV) written_by]--> City of God
Path (Raw):       Elite Squad --[written_by]--> Bráulio Mantovani --[(INV) written_by]--> City of God --[No Operation]--> City of God
Neg LogProb(↓):   0.598538
Path Entropy(↓):  1.089977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film the jericho mile
Start Entity:     The Jericho Mile
Gold Answer:      [['Michael Mann']]
Predicted Ans:    Michael Mann
Predicted Path:   The Jericho Mile --[directed_by]--> Michael Mann --[(INV) directed_by]--> Ali --[directed_by]--> Michael Mann
Path (Raw):       The Jericho Mile --[directed_by]--> Michael Mann --[(INV) directed_by]--> Ali --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.214163
Path Entropy(↓):  0.504240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by sonke wortmann released
Start Entity:     Sönke Wortmann
Gold Answer:      [['2003', '2009']]
Predicted Ans:    2003
Predicted Path:   Sönke Wortmann --[(INV) written_by]--> The Miracle of Bern --[release_year]--> 2003
Path (Raw):       Sönke Wortmann --[No Operation]--> Sönke Wortmann --[(INV) written_by]--> The Miracle of Bern --[release_year]--> 2003
Neg LogProb(↓):   0.536658
Path Entropy(↓):  0.678730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the count of monte cristo
Start Entity:     The Count of Monte Cristo
Gold Answer:      [['Daniel Ivernel', 'Jean Marais']]
Predicted Ans:    Richard Harris
Predicted Path:   The Count of Monte Cristo --[starred_actors]--> Daniel Ivernel --[(INV) starred_actors]--> The Count of Monte Cristo --[starred_actors]--> Richard Harris
Path (Raw):       The Count of Monte Cristo --[starred_actors]--> Daniel Ivernel --[(INV) starred_actors]--> The Count of Monte Cristo --[starred_actors]--> Richard Harris
Neg LogProb(↓):   1.295852
Path Entropy(↓):  1.712359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for the film made for each other
Start Entity:     Made for Each Other
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Made for Each Other --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Made for Each Other --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.029612
Path Entropy(↓):  4.390932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the tree released
Start Entity:     The Tree
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Tree --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       The Tree --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.664506
Path Entropy(↓):  4.382451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film jane eyre
Start Entity:     Jane Eyre
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '2008', '1959', '1985', '1967', '1979', '1941', '1974', '1984', '1977', '1968', '2009', '1933', '1957', '1951', '2010', '1982', '1973', '1953', '1947', '2014', '1956', '1943', '1995', '1948', '1972', '1971', '1990', '1942', '1938', '1940', '1937', '1981', '1961', '2011', '2013', '1934', '1978', '2000', '1949', '1997', '1975', '1966', '1950', '1960', '2005', '1965', '1999', '1987', '1969', '1952', '1958']]
Predicted Ans:    1965
Predicted Path:   Jane Eyre --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[release_year]--> 1965
Path (Raw):       Jane Eyre --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[release_year]--> 1965
Neg LogProb(↓):   0.844609
Path Entropy(↓):  1.774636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by stephen hopkins were released in which years
Start Entity:     Stephen Hopkins
Gold Answer:      [['1998', '2000', '1990', '1993', '1991', '1996', '2004', '1994', '1999', '2007']]
Predicted Ans:    1990
Predicted Path:   Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[release_year]--> 1990
Path (Raw):       Stephen Hopkins --[No Operation]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[release_year]--> 1990
Neg LogProb(↓):   0.237441
Path Entropy(↓):  0.795085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote woyzeck
Start Entity:     Woyzeck
Gold Answer:      [['Sport', 'Documentary', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Documentary
Predicted Path:   Woyzeck --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner --[has_genre]--> Documentary
Path (Raw):       Woyzeck --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner --[has_genre]--> Documentary
Neg LogProb(↓):   1.822278
Path Entropy(↓):  2.489751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie if winter comes
Start Entity:     If Winter Comes
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   If Winter Comes --[release_year]--> 1947 --[(INV) release_year]--> Dark Passage --[release_year]--> 1947
Path (Raw):       If Winter Comes --[release_year]--> 1947 --[(INV) release_year]--> Dark Passage --[release_year]--> 1947
Neg LogProb(↓):   2.615139
Path Entropy(↓):  3.938105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of a breed apart starred who
Start Entity:     A Breed Apart
Gold Answer:      [['Ronny Cox', 'Don Gordon', 'Paul Clemens', 'Bibi Besch']]
Predicted Ans:    Rutger Hauer
Predicted Path:   A Breed Apart --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Path (Raw):       A Breed Apart --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.032491
Path Entropy(↓):  0.161081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of clean
Start Entity:     Clean
Gold Answer:      [['Boarding Gate', 'Late August, Early September', 'Something in the Air', 'Summer Hours', 'Clouds of Sils Maria', 'Demonlover', 'Irma Vep']]
Predicted Ans:    Boarding Gate
Predicted Path:   Clean --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Boarding Gate
Path (Raw):       Clean --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Boarding Gate --[No Operation]--> Boarding Gate
Neg LogProb(↓):   0.833694
Path Entropy(↓):  1.452742
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films i as in icarus are written by who
Start Entity:     I as in Icarus
Gold Answer:      [['Henri Verneuil', 'Antoine Blondin', 'David Goodis']]
Predicted Ans:    Antoine Blondin
Predicted Path:   I as in Icarus --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[written_by]--> Antoine Blondin
Path (Raw):       I as in Icarus --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[written_by]--> Antoine Blondin
Neg LogProb(↓):   0.415665
Path Entropy(↓):  0.660047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the evil of frankenstein
Start Entity:     The Evil of Frankenstein
Gold Answer:      [['1968', '1970', '1964', '1966', '1972', '1973', '1985', '1965', '1967']]
Predicted Ans:    1965
Predicted Path:   The Evil of Frankenstein --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[release_year]--> 1965
Path (Raw):       The Evil of Frankenstein --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[release_year]--> 1965
Neg LogProb(↓):   0.961167
Path Entropy(↓):  1.816009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by john wells release
Start Entity:     John Wells
Gold Answer:      [['1994', '2010']]
Predicted Ans:    2010
Predicted Path:   John Wells --[(INV) written_by]--> The Company Men --[release_year]--> 2010
Path (Raw):       John Wells --[No Operation]--> John Wells --[(INV) written_by]--> The Company Men --[release_year]--> 2010
Neg LogProb(↓):   0.079487
Path Entropy(↓):  0.269916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of and the band played on
Start Entity:     And the Band Played On
Gold Answer:      [['Richard Attenborough', 'Larry Peerce', 'George Cukor', 'Herbert Ross', 'Robert Mulligan', 'Frank Capra']]
Predicted Ans:    Herbert Ross
Predicted Path:   And the Band Played On --[written_by]--> Arnold Schulman --[(INV) written_by]--> Funny Lady --[directed_by]--> Herbert Ross
Path (Raw):       And the Band Played On --[written_by]--> Arnold Schulman --[(INV) written_by]--> Funny Lady --[directed_by]--> Herbert Ross
Neg LogProb(↓):   0.032138
Path Entropy(↓):  0.171723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by adam herz release
Start Entity:     Adam Herz
Gold Answer:      [['2001', '2003', '1999']]
Predicted Ans:    1999
Predicted Path:   Adam Herz --[(INV) written_by]--> American Pie --[release_year]--> 1999
Path (Raw):       Adam Herz --[No Operation]--> Adam Herz --[(INV) written_by]--> American Pie --[release_year]--> 1999
Neg LogProb(↓):   0.044454
Path Entropy(↓):  0.186941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by wally kline
Start Entity:     Wally Kline
Gold Answer:      [['They Died with Their Boots On']]
Predicted Ans:    Ivanhoe
Predicted Path:   Wally Kline --[(INV) written_by]--> They Died with Their Boots On --[written_by]--> Æneas MacKenzie --[(INV) written_by]--> Ivanhoe
Path (Raw):       Wally Kline --[(INV) written_by]--> They Died with Their Boots On --[written_by]--> Æneas MacKenzie --[(INV) written_by]--> Ivanhoe
Neg LogProb(↓):   0.634757
Path Entropy(↓):  0.855281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share screenwriters with the movie design for living were in which languages
Start Entity:     Design for Living
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Design for Living --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Design for Living --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.694139
Path Entropy(↓):  0.702145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the inn of the sixth happiness
Start Entity:     The Inn of the Sixth Happiness
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    War
Predicted Path:   The Inn of the Sixth Happiness --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Path (Raw):       The Inn of the Sixth Happiness --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Neg LogProb(↓):   1.399916
Path Entropy(↓):  1.900604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing much ado about nothing
Start Entity:     Much Ado About Nothing
Gold Answer:      [['denzel washington', 'robert sean leonard', 'kenneth branagh', 'comedy', 'kate beckinsale', 'emma thompson', 'keanu reeves', 'shakespeare']]
Predicted Ans:    amy acker
Predicted Path:   Much Ado About Nothing --[has_tags]--> amy acker --[(INV) has_tags]--> Much Ado About Nothing --[has_tags]--> amy acker
Path (Raw):       Much Ado About Nothing --[has_tags]--> amy acker --[(INV) has_tags]--> Much Ado About Nothing --[has_tags]--> amy acker
Neg LogProb(↓):   0.001039
Path Entropy(↓):  0.009927
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What sort of film is the survivors
Start Entity:     The Survivors
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Survivors --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Survivors --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.177785
Path Entropy(↓):  4.338165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by khandi alexander were released in which years
Start Entity:     Khandi Alexander
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Khandi Alexander --[(INV) starred_actors]--> Emmett's Mark --[release_year]--> 2002
Path (Raw):       Khandi Alexander --[No Operation]--> Khandi Alexander --[(INV) starred_actors]--> Emmett's Mark --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of bright star
Start Entity:     Bright Star
Gold Answer:      [['W.E.', 'Somersault', 'Candy', 'Sucker Punch', 'Limitless', 'The Girl']]
Predicted Ans:    Sucker Punch
Predicted Path:   Bright Star --[starred_actors]--> Abbie Cornish --[(INV) starred_actors]--> Sucker Punch
Path (Raw):       Bright Star --[starred_actors]--> Abbie Cornish --[No Operation]--> Abbie Cornish --[(INV) starred_actors]--> Sucker Punch
Neg LogProb(↓):   0.296397
Path Entropy(↓):  0.668429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by john paragon
Start Entity:     John Paragon
Gold Answer:      [['Peter Paul', 'Joseph Cousins', 'Elvis Presley', 'David Paul']]
Predicted Ans:    David Paul
Predicted Path:   John Paragon --[(INV) directed_by]--> Twin Sitters --[starred_actors]--> David Paul
Path (Raw):       John Paragon --[No Operation]--> John Paragon --[(INV) directed_by]--> Twin Sitters --[starred_actors]--> David Paul
Neg LogProb(↓):   0.491952
Path Entropy(↓):  1.060392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of don 2 starred who
Start Entity:     Don 2
Gold Answer:      [['Aamir Khan', 'Iftekhar', 'Kalki Koechlin', 'Saif Ali Khan', 'Naseeruddin Shah', 'Zeenat Aman', 'Priyanka Chopra', 'Katrina Kaif', 'Arjun Rampal', 'Akshaye Khanna', 'Isha Koppikar', 'Amitabh Bachchan', 'Hrithik Roshan', 'Preity Zinta', 'Shah Rukh Khan', 'Pran']]
Predicted Ans:    Aamir Khan
Predicted Path:   Don 2 --[written_by]--> Farhan Akhtar --[(INV) written_by]--> Dil Chahta Hai --[starred_actors]--> Aamir Khan
Path (Raw):       Don 2 --[written_by]--> Farhan Akhtar --[(INV) written_by]--> Dil Chahta Hai --[starred_actors]--> Aamir Khan
Neg LogProb(↓):   0.970641
Path Entropy(↓):  1.509195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by micaela ramazzotti were directed by who
Start Entity:     Micaela Ramazzotti
Gold Answer:      [['Paolo Virzì']]
Predicted Ans:    Paolo Virzì
Predicted Path:   Micaela Ramazzotti --[(INV) starred_actors]--> The First Beautiful Thing --[directed_by]--> Paolo Virzì
Path (Raw):       Micaela Ramazzotti --[No Operation]--> Micaela Ramazzotti --[(INV) starred_actors]--> The First Beautiful Thing --[directed_by]--> Paolo Virzì
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of pierre drieu la rochelle written films
Start Entity:     Pierre Drieu La Rochelle
Gold Answer:      [['Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Pierre Drieu La Rochelle --[(INV) written_by]--> The Fire Within --[directed_by]--> Louis Malle
Path (Raw):       Pierre Drieu La Rochelle --[No Operation]--> Pierre Drieu La Rochelle --[(INV) written_by]--> The Fire Within --[directed_by]--> Louis Malle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by pen densham
Start Entity:     Pen Densham
Gold Answer:      [['Morgan Freeman', 'Robin Wright']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Pen Densham --[(INV) directed_by]--> Moll Flanders --[starred_actors]--> Morgan Freeman
Path (Raw):       Pen Densham --[No Operation]--> Pen Densham --[(INV) directed_by]--> Moll Flanders --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film turn it up were in which languages
Start Entity:     Turn It Up
Gold Answer:      [['Italian', 'Japanese', 'French', 'Russian']]
Predicted Ans:    French
Predicted Path:   Turn It Up --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Transporter --[in_language]--> French
Path (Raw):       Turn It Up --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Transporter --[in_language]--> French
Neg LogProb(↓):   1.082808
Path Entropy(↓):  1.316690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the sound of the mountain director
Start Entity:     Sound of the Mountain
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Sound of the Mountain --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Apart from You --[in_language]--> Japanese
Path (Raw):       Sound of the Mountain --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Apart from You --[in_language]--> Japanese
Neg LogProb(↓):   0.000790
Path Entropy(↓):  0.006736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of neil morrissey starred movies
Start Entity:     Neil Morrissey
Gold Answer:      [['John Bradshaw']]
Predicted Ans:    John Bradshaw
Predicted Path:   Neil Morrissey --[(INV) starred_actors]--> Triggermen --[directed_by]--> John Bradshaw
Path (Raw):       Neil Morrissey --[No Operation]--> Neil Morrissey --[(INV) starred_actors]--> Triggermen --[directed_by]--> John Bradshaw
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with laura san giacomo
Start Entity:     Laura San Giacomo
Gold Answer:      [['Tom Selleck', 'Sean Astin', 'Holly Hunter', "Vincent D'Onofrio", 'Danny Aiello', 'Richard Dreyfuss', 'Al Franken', 'Alan Rickman', 'Dermot Mulroney', 'Shirley Knight']]
Predicted Ans:    Tom Selleck
Predicted Path:   Laura San Giacomo --[(INV) starred_actors]--> Quigley Down Under --[starred_actors]--> Tom Selleck
Path (Raw):       Laura San Giacomo --[No Operation]--> Laura San Giacomo --[(INV) starred_actors]--> Quigley Down Under --[starred_actors]--> Tom Selleck
Neg LogProb(↓):   0.591511
Path Entropy(↓):  1.015641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of burnt offerings
Start Entity:     Burnt Offerings
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Burnt Offerings --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Path (Raw):       Burnt Offerings --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Neg LogProb(↓):   1.799370
Path Entropy(↓):  3.402792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by mario caiano
Start Entity:     Mario Caiano
Gold Answer:      [['Barbara Steele']]
Predicted Ans:    Barbara Steele
Predicted Path:   Mario Caiano --[(INV) directed_by]--> Nightmare Castle --[starred_actors]--> Barbara Steele
Path (Raw):       Mario Caiano --[No Operation]--> Mario Caiano --[(INV) directed_by]--> Nightmare Castle --[starred_actors]--> Barbara Steele
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by joshua rudoy
Start Entity:     Joshua Rudoy
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Joshua Rudoy --[(INV) starred_actors]--> Harry and the Hendersons --[release_year]--> 1987
Path (Raw):       Joshua Rudoy --[No Operation]--> Joshua Rudoy --[(INV) starred_actors]--> Harry and the Hendersons --[release_year]--> 1987
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film downloaded were released in which years
Start Entity:     Downloaded
Gold Answer:      [['1999', '1993']]
Predicted Ans:    1999
Predicted Path:   Downloaded --[directed_by]--> Alex Winter --[(INV) directed_by]--> Fever --[release_year]--> 1999
Path (Raw):       Downloaded --[directed_by]--> Alex Winter --[(INV) directed_by]--> Fever --[release_year]--> 1999
Neg LogProb(↓):   0.002351
Path Entropy(↓):  0.017056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by gordon currie were directed by who
Start Entity:     Gordon Currie
Gold Answer:      [['Jeff Burr']]
Predicted Ans:    Jeff Burr
Predicted Path:   Gordon Currie --[(INV) starred_actors]--> Puppet Master 4 --[directed_by]--> Jeff Burr
Path (Raw):       Gordon Currie --[No Operation]--> Gordon Currie --[(INV) starred_actors]--> Puppet Master 4 --[directed_by]--> Jeff Burr
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the road
Start Entity:     The Road
Gold Answer:      [['Lawless', 'The Proposition']]
Predicted Ans:    The Road
Predicted Path:   The Road --[directed_by]--> John Hillcoat --[(INV) directed_by]--> The Road
Path (Raw):       The Road --[directed_by]--> John Hillcoat --[(INV) directed_by]--> The Road --[No Operation]--> The Road
Neg LogProb(↓):   0.003016
Path Entropy(↓):  0.021221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of georges darien written movies
Start Entity:     Georges Darien
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Georges Darien --[(INV) written_by]--> The Thief of Paris --[release_year]--> 1967
Path (Raw):       Georges Darien --[No Operation]--> Georges Darien --[(INV) written_by]--> The Thief of Paris --[release_year]--> 1967
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the girl next door
Start Entity:     The Girl Next Door
Gold Answer:      [["Let's Be Cops", 'Something Borrowed']]
Predicted Ans:    Let's Be Cops
Predicted Path:   The Girl Next Door --[directed_by]--> Luke Greenfield --[(INV) directed_by]--> Let's Be Cops
Path (Raw):       The Girl Next Door --[No Operation]--> The Girl Next Door --[directed_by]--> Luke Greenfield --[(INV) directed_by]--> Let's Be Cops
Neg LogProb(↓):   0.197471
Path Entropy(↓):  0.479380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by juan carlos tabio were released in which years
Start Entity:     Juan Carlos Tabío
Gold Answer:      [['2012', '1995']]
Predicted Ans:    1995
Predicted Path:   Juan Carlos Tabío --[(INV) directed_by]--> Guantanamera --[release_year]--> 1995
Path (Raw):       Juan Carlos Tabío --[No Operation]--> Juan Carlos Tabío --[(INV) directed_by]--> Guantanamera --[release_year]--> 1995
Neg LogProb(↓):   0.984488
Path Entropy(↓):  1.094878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of the thirteenth floor
Start Entity:     The Thirteenth Floor
Gold Answer:      [['The Contractor']]
Predicted Ans:    The Contractor
Predicted Path:   The Thirteenth Floor --[directed_by]--> Josef Rusnak --[(INV) directed_by]--> The Contractor
Path (Raw):       The Thirteenth Floor --[No Operation]--> The Thirteenth Floor --[directed_by]--> Josef Rusnak --[(INV) directed_by]--> The Contractor
Neg LogProb(↓):   0.524481
Path Entropy(↓):  0.683117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of mary and martha
Start Entity:     Mary and Martha
Gold Answer:      [['Charles Williams', 'Ira Levin', 'Jeffery Deaver', 'Tom Clancy', 'Shawn Slovo', 'Phillip Noyce', 'Jonathan Hensleigh', 'Wesley Strick', 'Leslie Charteris', 'Joe Eszterhas', 'Lois Lowry', 'Bob Ellis', 'David Elfick', 'Doris Pilkington', 'Graham Greene', 'Kurt Wimmer', 'Charles Robert Carner', 'Philippe Mora', 'Joseph L. Mankiewicz']]
Predicted Ans:    Kurt Wimmer
Predicted Path:   Mary and Martha --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[written_by]--> Kurt Wimmer
Path (Raw):       Mary and Martha --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[written_by]--> Kurt Wimmer
Neg LogProb(↓):   0.906931
Path Entropy(↓):  1.249435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie a woman's secret released
Start Entity:     A Woman's Secret
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   A Woman's Secret --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       A Woman's Secret --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.278547
Path Entropy(↓):  3.454922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by martin sixsmith
Start Entity:     Martin Sixsmith
Gold Answer:      [['Stephen Frears']]
Predicted Ans:    Stephen Frears
Predicted Path:   Martin Sixsmith --[(INV) written_by]--> Philomena --[directed_by]--> Stephen Frears
Path (Raw):       Martin Sixsmith --[No Operation]--> Martin Sixsmith --[(INV) written_by]--> Philomena --[directed_by]--> Stephen Frears
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did will geiger write
Start Entity:     Will Geiger
Gold Answer:      [['Elvis and Anabelle']]
Predicted Ans:    Elvis and Anabelle
Predicted Path:   Will Geiger --[(INV) written_by]--> Elvis and Anabelle --[written_by]--> Will Geiger --[(INV) written_by]--> Elvis and Anabelle
Path (Raw):       Will Geiger --[(INV) written_by]--> Elvis and Anabelle --[written_by]--> Will Geiger --[(INV) written_by]--> Elvis and Anabelle
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie art school confidential were released in which years
Start Entity:     Art School Confidential
Gold Answer:      [['2001']]
Predicted Ans:    2006
Predicted Path:   Art School Confidential --[written_by]--> Daniel Clowes --[(INV) written_by]--> Art School Confidential --[release_year]--> 2006
Path (Raw):       Art School Confidential --[written_by]--> Daniel Clowes --[(INV) written_by]--> Art School Confidential --[release_year]--> 2006
Neg LogProb(↓):   0.160647
Path Entropy(↓):  0.420085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by from beijing with love actors
Start Entity:     From Beijing with Love
Gold Answer:      [['Vincent Kok', 'Gordon Chan', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   From Beijing with Love --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Forbidden City Cop --[directed_by]--> Stephen Chow
Path (Raw):       From Beijing with Love --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Forbidden City Cop --[directed_by]--> Stephen Chow
Neg LogProb(↓):   0.125497
Path Entropy(↓):  0.534500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was catherine hardwicke the director for
Start Entity:     Catherine Hardwicke
Gold Answer:      [['Lords of Dogtown', 'Twilight', 'Thirteen', 'Red Riding Hood']]
Predicted Ans:    Thirteen
Predicted Path:   Catherine Hardwicke --[(INV) directed_by]--> Thirteen --[directed_by]--> Catherine Hardwicke --[(INV) directed_by]--> Thirteen
Path (Raw):       Catherine Hardwicke --[(INV) directed_by]--> Thirteen --[directed_by]--> Catherine Hardwicke --[(INV) directed_by]--> Thirteen
Neg LogProb(↓):   0.384257
Path Entropy(↓):  1.041850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the beachcomber also wrote which films
Start Entity:     The Beachcomber
Gold Answer:      [['Rain', 'Christmas Holiday', "The Razor's Edge", 'The Letter', 'Being Julia', 'Too Many Husbands', 'The Painted Veil', 'Trio', 'Of Human Bondage', 'Quartet', 'Secret Agent']]
Predicted Ans:    The Razor's Edge
Predicted Path:   The Beachcomber --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Razor's Edge
Path (Raw):       The Beachcomber --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Razor's Edge --[No Operation]--> The Razor's Edge
Neg LogProb(↓):   1.726535
Path Entropy(↓):  2.294209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did nick mancuso act in
Start Entity:     Nick Mancuso
Gold Answer:      [['Death Ship', 'Rapid Fire', 'Contract Killers', 'Mother Lode']]
Predicted Ans:    Rapid Fire
Predicted Path:   Nick Mancuso --[(INV) starred_actors]--> Rapid Fire --[starred_actors]--> Brandon Lee --[(INV) starred_actors]--> Rapid Fire
Path (Raw):       Nick Mancuso --[(INV) starred_actors]--> Rapid Fire --[starred_actors]--> Brandon Lee --[(INV) starred_actors]--> Rapid Fire
Neg LogProb(↓):   0.321010
Path Entropy(↓):  0.672539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does larry fessenden act in
Start Entity:     Larry Fessenden
Gold Answer:      [['Jug Face', 'Habit', 'Bitter Feast', 'I Sell the Dead']]
Predicted Ans:    Wendigo
Predicted Path:   Larry Fessenden --[(INV) written_by]--> Wendigo --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Wendigo
Path (Raw):       Larry Fessenden --[(INV) written_by]--> Wendigo --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Wendigo
Neg LogProb(↓):   0.511562
Path Entropy(↓):  0.929700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by frances mcdormand were in which genres
Start Entity:     Frances McDormand
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action']]
Predicted Ans:    War
Predicted Path:   Frances McDormand --[(INV) starred_actors]--> Paradise Road --[has_genre]--> War
Path (Raw):       Frances McDormand --[No Operation]--> Frances McDormand --[(INV) starred_actors]--> Paradise Road --[has_genre]--> War
Neg LogProb(↓):   0.017056
Path Entropy(↓):  0.108798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is mask
Start Entity:     Mask
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mask --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Mask --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.696698
Path Entropy(↓):  4.237234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of re - animator
Start Entity:     Re-Animator
Gold Answer:      [['Brian Yuzna', 'Stuart Gordon']]
Predicted Ans:    Stuart Gordon
Predicted Path:   Re-Animator --[written_by]--> Stuart Gordon --[(INV) written_by]--> From Beyond --[directed_by]--> Stuart Gordon
Path (Raw):       Re-Animator --[written_by]--> Stuart Gordon --[(INV) written_by]--> From Beyond --[directed_by]--> Stuart Gordon
Neg LogProb(↓):   0.451032
Path Entropy(↓):  0.716860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by simon rumley
Start Entity:     Simon Rumley
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Simon Rumley --[(INV) written_by]--> The Living and the Dead --[has_genre]--> Drama
Path (Raw):       Simon Rumley --[No Operation]--> Simon Rumley --[(INV) written_by]--> The Living and the Dead --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did deran sarafian direct
Start Entity:     Deran Sarafian
Gold Answer:      [['Terminal Velocity']]
Predicted Ans:    Terminal Velocity
Predicted Path:   Deran Sarafian --[(INV) directed_by]--> Terminal Velocity --[directed_by]--> Deran Sarafian --[(INV) directed_by]--> Terminal Velocity
Path (Raw):       Deran Sarafian --[(INV) directed_by]--> Terminal Velocity --[directed_by]--> Deran Sarafian --[(INV) directed_by]--> Terminal Velocity
Neg LogProb(↓):   0.000113
Path Entropy(↓):  0.001178
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by lorene scafaria were in which genres
Start Entity:     Lorene Scafaria
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lorene Scafaria --[(INV) written_by]--> Seeking a Friend for the End of the World --[has_genre]--> Comedy
Path (Raw):       Lorene Scafaria --[No Operation]--> Lorene Scafaria --[(INV) written_by]--> Seeking a Friend for the End of the World --[has_genre]--> Comedy
Neg LogProb(↓):   0.502808
Path Entropy(↓):  0.671688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by barbara sheldon
Start Entity:     Barbara Sheldon
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Barbara Sheldon --[(INV) starred_actors]--> The Lucky Texan --[has_genre]--> Western
Path (Raw):       Barbara Sheldon --[No Operation]--> Barbara Sheldon --[(INV) starred_actors]--> The Lucky Texan --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film king corn
Start Entity:     King Corn
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   King Corn --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       King Corn --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.631696
Path Entropy(↓):  3.943796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the cat's meow
Start Entity:     The Cat's Meow
Gold Answer:      [['The Thing Called Love', 'Daisy Miller', 'The Last Picture Show', 'They All Laughed', 'Paper Moon', 'Directed by John Ford', 'At Long Last Love', 'Targets', 'Texasville', 'Mask', "What's Up, Doc?", 'Nickelodeon']]
Predicted Ans:    What's Up, Doc?
Predicted Path:   The Cat's Meow --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc?
Path (Raw):       The Cat's Meow --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[No Operation]--> What's Up, Doc?
Neg LogProb(↓):   0.044898
Path Entropy(↓):  0.228744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with elizabeth berkley
Start Entity:     Elizabeth Berkley
Gold Answer:      [['Gina Gershon', 'John Schuck', 'Kyle MacLachlan', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Elizabeth Berkley --[(INV) starred_actors]--> The Curse of the Jade Scorpion --[starred_actors]--> Woody Allen
Path (Raw):       Elizabeth Berkley --[No Operation]--> Elizabeth Berkley --[(INV) starred_actors]--> The Curse of the Jade Scorpion --[starred_actors]--> Woody Allen
Neg LogProb(↓):   0.049704
Path Entropy(↓):  0.213250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film machete
Start Entity:     Machete
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Machete --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Machete --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   1.735095
Path Entropy(↓):  3.087557
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of brad garrett
Start Entity:     Brad Garrett
Gold Answer:      [['Dane Cook', 'Teri Hatcher', 'Stacy Keach']]
Predicted Ans:    Stacy Keach
Predicted Path:   Brad Garrett --[(INV) starred_actors]--> Planes --[starred_actors]--> Stacy Keach
Path (Raw):       Brad Garrett --[No Operation]--> Brad Garrett --[(INV) starred_actors]--> Planes --[starred_actors]--> Stacy Keach
Neg LogProb(↓):   0.497017
Path Entropy(↓):  0.892103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with hockey
Start Entity:     hockey
Gold Answer:      [['The Cutting Edge', 'Miracle', 'Breakaway', 'Happy Gilmore', 'Goon', 'Slap Shot']]
Predicted Ans:    Breakaway
Predicted Path:   hockey --[(INV) has_tags]--> Breakaway --[written_by]--> Vinay Virmani --[(INV) written_by]--> Breakaway
Path (Raw):       hockey --[(INV) has_tags]--> Breakaway --[written_by]--> Vinay Virmani --[(INV) written_by]--> Breakaway
Neg LogProb(↓):   0.395316
Path Entropy(↓):  1.079960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by lawrence krauss
Start Entity:     Lawrence Krauss
Gold Answer:      [['Richard Dawkins', 'Ayaan Hirsi Ali', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Lawrence Krauss --[(INV) written_by]--> The Unbelievers --[starred_actors]--> Woody Allen
Path (Raw):       Lawrence Krauss --[No Operation]--> Lawrence Krauss --[(INV) written_by]--> The Unbelievers --[starred_actors]--> Woody Allen
Neg LogProb(↓):   0.000108
Path Entropy(↓):  0.001116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was john lemont the director of
Start Entity:     John Lemont
Gold Answer:      [['Konga']]
Predicted Ans:    Konga
Predicted Path:   John Lemont --[(INV) directed_by]--> Konga --[directed_by]--> John Lemont --[(INV) directed_by]--> Konga
Path (Raw):       John Lemont --[(INV) directed_by]--> Konga --[directed_by]--> John Lemont --[(INV) directed_by]--> Konga
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the last wagon
Start Entity:     The Last Wagon
Gold Answer:      [['1954', '1992', '1959', '1977', '1968', '1957', '2004', '1953', '1947', '1956', '1995', '1976', '1948', '1989', '1961', '1955', '1978', '1964', '1949', '1966', '1950', '1960', '1965', '1987', '1952']]
Predicted Ans:    1960
Predicted Path:   The Last Wagon --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> The Alamo --[release_year]--> 1960
Path (Raw):       The Last Wagon --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> The Alamo --[release_year]--> 1960
Neg LogProb(↓):   1.305285
Path Entropy(↓):  2.297577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by columbus short
Start Entity:     Columbus Short
Gold Answer:      [['Sylvain White']]
Predicted Ans:    Sylvain White
Predicted Path:   Columbus Short --[(INV) starred_actors]--> Stomp the Yard --[directed_by]--> Sylvain White
Path (Raw):       Columbus Short --[No Operation]--> Columbus Short --[(INV) starred_actors]--> Stomp the Yard --[directed_by]--> Sylvain White
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of never die alone
Start Entity:     Never Die Alone
Gold Answer:      [['Juice', 'Surviving the Game']]
Predicted Ans:    Surviving the Game
Predicted Path:   Never Die Alone --[directed_by]--> Ernest R. Dickerson --[(INV) directed_by]--> Surviving the Game
Path (Raw):       Never Die Alone --[directed_by]--> Ernest R. Dickerson --[(INV) directed_by]--> Surviving the Game --[No Operation]--> Surviving the Game
Neg LogProb(↓):   0.066592
Path Entropy(↓):  0.283387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film dead presidents were in which genres
Start Entity:     Dead Presidents
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Dead Presidents --[written_by]--> Michael Henry Brown --[(INV) written_by]--> Dead Presidents --[has_genre]--> Crime
Path (Raw):       Dead Presidents --[written_by]--> Michael Henry Brown --[(INV) written_by]--> Dead Presidents --[has_genre]--> Crime
Neg LogProb(↓):   0.727983
Path Entropy(↓):  0.820526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by tim and eric's billion dollar movie actors
Start Entity:     Tim and Eric's Billion Dollar Movie
Gold Answer:      [['Brett Leonard', 'Stephen Herek', 'Henning Schellerup', 'Rudy De Luca', 'John Landis', 'Josh Gordon', 'Will Speck', 'Roland Emmerich', 'Mel Smith', 'Roger Spottiswoode', 'Lawrence Kasdan', 'Victor Salva', 'Reginald Hudlin', 'Wayne Thornley', 'David Cronenberg', 'Paul Schrader', 'Julien Temple', 'Kurt Neumann', 'Burr Steers']]
Predicted Ans:    Victor Salva
Predicted Path:   Tim and Eric's Billion Dollar Movie --[starred_actors]--> Jeff Goldblum --[(INV) starred_actors]--> Powder --[directed_by]--> Victor Salva
Path (Raw):       Tim and Eric's Billion Dollar Movie --[starred_actors]--> Jeff Goldblum --[(INV) starred_actors]--> Powder --[directed_by]--> Victor Salva
Neg LogProb(↓):   0.185239
Path Entropy(↓):  0.642140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of take my eyes
Start Entity:     Take My Eyes
Gold Answer:      [['Even the Rain', 'Cargo', 'El Greco', 'Cell 211']]
Predicted Ans:    Take My Eyes
Predicted Path:   Take My Eyes --[starred_actors]--> Laia Marull --[(INV) starred_actors]--> Take My Eyes
Path (Raw):       Take My Eyes --[starred_actors]--> Laia Marull --[No Operation]--> Laia Marull --[(INV) starred_actors]--> Take My Eyes
Neg LogProb(↓):   0.223534
Path Entropy(↓):  0.501156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe beat the devil
Start Entity:     Beat the Devil
Gold Answer:      [['crime', 'bd-r', 'john huston']]
Predicted Ans:    john huston
Predicted Path:   Beat the Devil --[has_tags]--> john huston --[(INV) has_tags]--> Wise Blood --[has_tags]--> john huston
Path (Raw):       Beat the Devil --[has_tags]--> john huston --[(INV) has_tags]--> Wise Blood --[has_tags]--> john huston
Neg LogProb(↓):   0.537663
Path Entropy(↓):  1.182316
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for raajneeti
Start Entity:     Raajneeti
Gold Answer:      [['Prakash Jha']]
Predicted Ans:    Prakash Jha
Predicted Path:   Raajneeti --[directed_by]--> Prakash Jha --[(INV) directed_by]--> Raajneeti --[directed_by]--> Prakash Jha
Path (Raw):       Raajneeti --[directed_by]--> Prakash Jha --[(INV) directed_by]--> Raajneeti --[directed_by]--> Prakash Jha
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by adrian butchart
Start Entity:     Adrian Butchart
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Adrian Butchart --[(INV) written_by]--> I Love Your Work --[release_year]--> 2003
Path (Raw):       Adrian Butchart --[No Operation]--> Adrian Butchart --[(INV) written_by]--> I Love Your Work --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by arthur franz were released in which years
Start Entity:     Arthur Franz
Gold Answer:      [['2009', '1959', '1953', '1986', '1952', '1956']]
Predicted Ans:    2009
Predicted Path:   Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Path (Raw):       Arthur Franz --[No Operation]--> Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Neg LogProb(↓):   0.465090
Path Entropy(↓):  1.080805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the moon is blue were in which genres
Start Entity:     The Moon Is Blue
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Musical
Predicted Path:   The Moon Is Blue --[directed_by]--> Otto Preminger --[(INV) directed_by]--> That Lady in Ermine --[has_genre]--> Musical
Path (Raw):       The Moon Is Blue --[directed_by]--> Otto Preminger --[(INV) directed_by]--> That Lady in Ermine --[has_genre]--> Musical
Neg LogProb(↓):   1.218118
Path Entropy(↓):  1.719729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the brain that wouldn't die
Start Entity:     The Brain That Wouldn't Die
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Brain That Wouldn't Die --[written_by]--> Rex Carlton --[(INV) written_by]--> The Brain That Wouldn't Die --[has_genre]--> Horror
Path (Raw):       The Brain That Wouldn't Die --[written_by]--> Rex Carlton --[(INV) written_by]--> The Brain That Wouldn't Die --[has_genre]--> Horror
Neg LogProb(↓):   0.076037
Path Entropy(↓):  0.286694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by gordon cotler
Start Entity:     Gordon Cotler
Gold Answer:      [['Arabesque']]
Predicted Ans:    Arabesque
Predicted Path:   Gordon Cotler --[(INV) written_by]--> Arabesque --[written_by]--> Gordon Cotler --[(INV) written_by]--> Arabesque
Path (Raw):       Gordon Cotler --[(INV) written_by]--> Arabesque --[written_by]--> Gordon Cotler --[(INV) written_by]--> Arabesque
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie victim starred who
Start Entity:     Victim
Gold Answer:      [['Sylvia Syms', 'Dirk Bogarde']]
Predicted Ans:    Dirk Bogarde
Predicted Path:   Victim --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Our Mother's House --[starred_actors]--> Dirk Bogarde
Path (Raw):       Victim --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Our Mother's House --[starred_actors]--> Dirk Bogarde
Neg LogProb(↓):   0.359937
Path Entropy(↓):  0.973333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by jerzy andrzejewski in
Start Entity:     Jerzy Andrzejewski
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Jerzy Andrzejewski --[(INV) written_by]--> Ashes and Diamonds --[in_language]--> Polish
Path (Raw):       Jerzy Andrzejewski --[No Operation]--> Jerzy Andrzejewski --[(INV) written_by]--> Ashes and Diamonds --[in_language]--> Polish
Neg LogProb(↓):   0.000171
Path Entropy(↓):  0.001655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing bitter victory
Start Entity:     Bitter Victory
Gold Answer:      [['nicholas ray', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Bitter Victory --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Bitter Victory --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.449118
Path Entropy(↓):  1.006876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of charlie chan and the curse of the dragon queen
Start Entity:     Charlie Chan and the Curse of the Dragon Queen
Gold Answer:      [['The Nude Bomb', 'A Christmas Carol']]
Predicted Ans:    A Christmas Carol
Predicted Path:   Charlie Chan and the Curse of the Dragon Queen --[directed_by]--> Clive Donner --[(INV) directed_by]--> A Christmas Carol
Path (Raw):       Charlie Chan and the Curse of the Dragon Queen --[directed_by]--> Clive Donner --[(INV) directed_by]--> A Christmas Carol --[No Operation]--> A Christmas Carol
Neg LogProb(↓):   0.041895
Path Entropy(↓):  0.172491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed white nights
Start Entity:     White Nights
Gold Answer:      [['Taylor Hackford']]
Predicted Ans:    Taylor Hackford
Predicted Path:   White Nights --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Path (Raw):       White Nights --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Neg LogProb(↓):   0.079627
Path Entropy(↓):  0.371572
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does robert ivers appear in
Start Entity:     Robert Ivers
Gold Answer:      [['G.I. Blues']]
Predicted Ans:    Clambake
Predicted Path:   Robert Ivers --[(INV) starred_actors]--> G.I. Blues --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake
Path (Raw):       Robert Ivers --[(INV) starred_actors]--> G.I. Blues --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake
Neg LogProb(↓):   0.977321
Path Entropy(↓):  1.835095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the movies that share directors with roxanne in
Start Entity:     Roxanne
Gold Answer:      [['Cantonese', 'Mandarin']]
Predicted Ans:    Cantonese
Predicted Path:   Roxanne --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Path (Raw):       Roxanne --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Neg LogProb(↓):   0.121177
Path Entropy(↓):  0.355871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the last word actors
Start Entity:     The Last Word
Gold Answer:      [['George Cukor', 'Shekhar Kapur', 'Ariel Vromen', 'James Mangold', 'Martin Scorsese', 'Roland Joffé', 'Mervyn LeRoy', 'Sam Mendes', 'Ron Howard', 'Richard Benjamin', 'Michael Lehmann', 'Steven Brill', 'Don Sharp', 'Jay Anania', 'Philip Moeller', 'Ben Stiller', 'Gillian Armstrong', 'Jean de Limur', 'Tim Burton', 'Nicholas Hytner', 'William Wyler', 'Franck Khalfoun', 'Joan Chen', 'Zoltan Korda']]
Predicted Ans:    Zoltan Korda
Predicted Path:   The Last Word --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Zoltan Korda
Path (Raw):       The Last Word --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Zoltan Korda
Neg LogProb(↓):   0.370278
Path Entropy(↓):  0.770659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did sidney sheldon direct
Start Entity:     Sidney Sheldon
Gold Answer:      [['Dream Wife']]
Predicted Ans:    Rage of Angels
Predicted Path:   Sidney Sheldon --[(INV) written_by]--> Rage of Angels --[written_by]--> Sidney Sheldon --[(INV) written_by]--> Rage of Angels
Path (Raw):       Sidney Sheldon --[(INV) written_by]--> Rage of Angels --[written_by]--> Sidney Sheldon --[(INV) written_by]--> Rage of Angels
Neg LogProb(↓):   1.474950
Path Entropy(↓):  2.604453
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote the bad seed
Start Entity:     The Bad Seed
Gold Answer:      [['John S. Robertson', 'Rouben Mamoulian', 'James Whale', 'Charles Jarrott', 'John Huston', 'Charles Brabin', 'John Ford', 'Jim McBride', 'Michael Curtiz', 'Mervyn LeRoy', 'George Sidney', 'Victor Fleming', 'Alfred Hitchcock']]
Predicted Ans:    Charles Jarrott
Predicted Path:   The Bad Seed --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[directed_by]--> Charles Jarrott
Path (Raw):       The Bad Seed --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[directed_by]--> Charles Jarrott
Neg LogProb(↓):   0.561907
Path Entropy(↓):  1.213518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by laurent vachaud were in which languages
Start Entity:     Laurent Vachaud
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Laurent Vachaud --[(INV) written_by]--> Female Agents --[in_language]--> French
Path (Raw):       Laurent Vachaud --[No Operation]--> Laurent Vachaud --[(INV) written_by]--> Female Agents --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed my beautiful laundrette
Start Entity:     My Beautiful Laundrette
Gold Answer:      [['Stephen Frears']]
Predicted Ans:    Stephen Frears
Predicted Path:   My Beautiful Laundrette --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[directed_by]--> Stephen Frears
Path (Raw):       My Beautiful Laundrette --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[directed_by]--> Stephen Frears
Neg LogProb(↓):   0.662802
Path Entropy(↓):  1.575940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie killing bono were released in which years
Start Entity:     Killing Bono
Gold Answer:      [['2001', '1998', '2009', '2004']]
Predicted Ans:    2009
Predicted Path:   Killing Bono --[directed_by]--> Nick Hamm --[(INV) directed_by]--> The Hole --[release_year]--> 2009
Path (Raw):       Killing Bono --[directed_by]--> Nick Hamm --[(INV) directed_by]--> The Hole --[release_year]--> 2009
Neg LogProb(↓):   0.236502
Path Entropy(↓):  0.687197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in dare also appears in which movies
Start Entity:     Dare
Gold Answer:      [['The Day After Tomorrow', "You're Not You", 'The Phantom of the Opera', 'Comet', 'Passionada']]
Predicted Ans:    The Day After Tomorrow
Predicted Path:   Dare --[starred_actors]--> Emmy Rossum --[(INV) starred_actors]--> The Day After Tomorrow
Path (Raw):       Dare --[starred_actors]--> Emmy Rossum --[No Operation]--> Emmy Rossum --[(INV) starred_actors]--> The Day After Tomorrow
Neg LogProb(↓):   0.400680
Path Entropy(↓):  0.843625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of karl pruner acted films
Start Entity:     Karl Pruner
Gold Answer:      [['Jamie Thraves']]
Predicted Ans:    Jamie Thraves
Predicted Path:   Karl Pruner --[(INV) starred_actors]--> The Cry of the Owl --[directed_by]--> Jamie Thraves
Path (Raw):       Karl Pruner --[No Operation]--> Karl Pruner --[(INV) starred_actors]--> The Cry of the Owl --[directed_by]--> Jamie Thraves
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by howard hawks
Start Entity:     Howard Hawks
Gold Answer:      [['Errol Flynn', 'Ann Dvorak', 'David Niven', 'James Cagney', 'Joan Blondell', 'Eric Linden', 'Richard Barthelmess', 'Basil Rathbone', 'Laura Devon', 'James Caan']]
Predicted Ans:    Gary Cooper
Predicted Path:   Howard Hawks --[(INV) directed_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Path (Raw):       Howard Hawks --[No Operation]--> Howard Hawks --[(INV) directed_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   1.163114
Path Entropy(↓):  1.730815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films does sean astin appear in
Start Entity:     Sean Astin
Gold Answer:      [['The Final Season', 'Stay Cool', '50 First Dates', 'Staying Together', 'Where the Day Takes You', 'Toy Soldiers', 'Rudy', 'The Long Way Home', 'Encino Man', 'Forever Strong', "Moms' Night Out"]]
Predicted Ans:    Moms' Night Out
Predicted Path:   Sean Astin --[(INV) starred_actors]--> Moms' Night Out --[starred_actors]--> Trace Adkins --[(INV) starred_actors]--> Moms' Night Out
Path (Raw):       Sean Astin --[(INV) starred_actors]--> Moms' Night Out --[starred_actors]--> Trace Adkins --[(INV) starred_actors]--> Moms' Night Out
Neg LogProb(↓):   0.221959
Path Entropy(↓):  0.723887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by elia suleiman were released in which years
Start Entity:     Elia Suleiman
Gold Answer:      [['2012', '2002']]
Predicted Ans:    2012
Predicted Path:   Elia Suleiman --[(INV) directed_by]--> 7 Days in Havana --[release_year]--> 2012
Path (Raw):       Elia Suleiman --[No Operation]--> Elia Suleiman --[(INV) directed_by]--> 7 Days in Havana --[release_year]--> 2012
Neg LogProb(↓):   0.011482
Path Entropy(↓):  0.062538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in lions for lambs
Start Entity:     Lions for Lambs
Gold Answer:      [['Romance', 'Music', 'Sport', 'Documentary', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Lions for Lambs --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Path (Raw):       Lions for Lambs --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Neg LogProb(↓):   0.821046
Path Entropy(↓):  2.088530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by frank mcrae
Start Entity:     Frank McRae
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Frank McRae --[(INV) starred_actors]--> Used Cars --[release_year]--> 1980
Path (Raw):       Frank McRae --[No Operation]--> Frank McRae --[(INV) starred_actors]--> Used Cars --[release_year]--> 1980
Neg LogProb(↓):   0.000482
Path Entropy(↓):  0.004165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by carlee avers release
Start Entity:     Carlee Avers
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Carlee Avers --[(INV) starred_actors]--> Are You Scared? --[release_year]--> 2006
Path (Raw):       Carlee Avers --[No Operation]--> Carlee Avers --[(INV) starred_actors]--> Are You Scared? --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie mansfield park
Start Entity:     Mansfield Park
Gold Answer:      [['1995']]
Predicted Ans:    1999
Predicted Path:   Mansfield Park --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park --[release_year]--> 1999
Path (Raw):       Mansfield Park --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park --[release_year]--> 1999
Neg LogProb(↓):   0.002715
Path Entropy(↓):  0.018913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with the doom generation fall under
Start Entity:     The Doom Generation
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Doom Generation --[starred_actors]--> Rose McGowan --[(INV) starred_actors]--> The Doom Generation --[has_genre]--> Comedy
Path (Raw):       The Doom Generation --[starred_actors]--> Rose McGowan --[(INV) starred_actors]--> The Doom Generation --[has_genre]--> Comedy
Neg LogProb(↓):   1.058033
Path Entropy(↓):  1.602297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by wings of hope actors
Start Entity:     Wings of Hope
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Wings of Hope --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly --[in_language]--> German
Path (Raw):       Wings of Hope --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly --[in_language]--> German
Neg LogProb(↓):   0.015643
Path Entropy(↓):  0.080403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie come see the paradise were released in which years
Start Entity:     Come See the Paradise
Gold Answer:      [['2008', '2003', '1993', '1985', '1979', '1984', '1998', '2009', '2004', '1994', '1983', '1995', '1990', '1989', '2002', '1981', '2012', '1961', '2011', '1962', '1988', '2000', '1997', '1950', '1960', '1999', '1987', '1986']]
Predicted Ans:    2004
Predicted Path:   Come See the Paradise --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[release_year]--> 2004
Path (Raw):       Come See the Paradise --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[release_year]--> 2004
Neg LogProb(↓):   1.022283
Path Entropy(↓):  2.015716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of sucker punch
Start Entity:     Sucker Punch
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Sucker Punch --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Watchmen --[in_language]--> English
Path (Raw):       Sucker Punch --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Watchmen --[in_language]--> English
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with pretty maids all in a row fall under
Start Entity:     Pretty Maids All in a Row
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Pretty Maids All in a Row --[written_by]--> Gene Roddenberry --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Path (Raw):       Pretty Maids All in a Row --[written_by]--> Gene Roddenberry --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Neg LogProb(↓):   0.020793
Path Entropy(↓):  0.116230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with among giants fall under
Start Entity:     Among Giants
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Among Giants --[directed_by]--> Sam Miller --[(INV) directed_by]--> No Good Deed --[has_genre]--> Thriller
Path (Raw):       Among Giants --[directed_by]--> Sam Miller --[(INV) directed_by]--> No Good Deed --[has_genre]--> Thriller
Neg LogProb(↓):   0.382759
Path Entropy(↓):  0.859063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the story of esther costello
Start Entity:     The Story of Esther Costello
Gold Answer:      [['Charles Kaufman', 'Nicholas Monsarrat']]
Predicted Ans:    Charles Kaufman
Predicted Path:   The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[written_by]--> Charles Kaufman
Path (Raw):       The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[written_by]--> Charles Kaufman
Neg LogProb(↓):   0.057845
Path Entropy(↓):  0.253355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter philip roth co - wrote films with who
Start Entity:     Philip Roth
Gold Answer:      [['Arnold Schulman', 'Nicholas Meyer']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Philip Roth --[(INV) written_by]--> The Human Stain --[written_by]--> Nicholas Meyer
Path (Raw):       Philip Roth --[No Operation]--> Philip Roth --[(INV) written_by]--> The Human Stain --[written_by]--> Nicholas Meyer
Neg LogProb(↓):   0.274363
Path Entropy(↓):  0.840000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by sean patrick flanery were in which languages
Start Entity:     Sean Patrick Flanery
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Sean Patrick Flanery --[(INV) starred_actors]--> The Boondock Saints --[in_language]--> Russian
Path (Raw):       Sean Patrick Flanery --[No Operation]--> Sean Patrick Flanery --[(INV) starred_actors]--> The Boondock Saints --[in_language]--> Russian
Neg LogProb(↓):   0.179323
Path Entropy(↓):  0.583677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of kaboom
Start Entity:     Kaboom
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kaboom --[written_by]--> Gregg Araki --[(INV) written_by]--> The Doom Generation --[has_genre]--> Comedy
Path (Raw):       Kaboom --[written_by]--> Gregg Araki --[(INV) written_by]--> The Doom Generation --[has_genre]--> Comedy
Neg LogProb(↓):   0.086092
Path Entropy(↓):  0.360037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of maniac
Start Entity:     Maniac
Gold Answer:      [['Alexandre Aja', 'Dwain Esper', 'Wes Craven', 'Franck Khalfoun']]
Predicted Ans:    Alexandre Aja
Predicted Path:   Maniac --[written_by]--> Alexandre Aja --[(INV) written_by]--> High Tension --[directed_by]--> Alexandre Aja
Path (Raw):       Maniac --[written_by]--> Alexandre Aja --[(INV) written_by]--> High Tension --[directed_by]--> Alexandre Aja
Neg LogProb(↓):   0.507044
Path Entropy(↓):  1.060508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie temple grandin were released in which years
Start Entity:     Temple Grandin
Gold Answer:      [['1997', '2003', '2005', '1996', '2013', '1999', '2002', '1956', '2007']]
Predicted Ans:    1997
Predicted Path:   Temple Grandin --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> The Rainmaker --[release_year]--> 1997
Path (Raw):       Temple Grandin --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> The Rainmaker --[release_year]--> 1997
Neg LogProb(↓):   0.773695
Path Entropy(↓):  1.331346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is turbo about
Start Entity:     Turbo
Gold Answer:      [['dreamworks']]
Predicted Ans:    dreamworks
Predicted Path:   Turbo --[written_by]--> David Soren --[(INV) written_by]--> Turbo --[has_tags]--> dreamworks
Path (Raw):       Turbo --[written_by]--> David Soren --[(INV) written_by]--> Turbo --[has_tags]--> dreamworks
Neg LogProb(↓):   0.461873
Path Entropy(↓):  0.658918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by james mottern
Start Entity:     James Mottern
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   James Mottern --[(INV) written_by]--> Trucker --[has_genre]--> Drama
Path (Raw):       James Mottern --[No Operation]--> James Mottern --[(INV) written_by]--> Trucker --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in yeh jawaani hai deewani
Start Entity:     Yeh Jawaani Hai Deewani
Gold Answer:      [['2009', '2010', '2014', '1987', '2012', '2011', '2013', '2007']]
Predicted Ans:    2014
Predicted Path:   Yeh Jawaani Hai Deewani --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Happy New Year --[release_year]--> 2014
Path (Raw):       Yeh Jawaani Hai Deewani --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Happy New Year --[release_year]--> 2014
Neg LogProb(↓):   0.919594
Path Entropy(↓):  1.642563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by targets writers release
Start Entity:     Targets
Gold Answer:      [['1976', '1975', '1972', '1971', '1990', '1981']]
Predicted Ans:    1972
Predicted Path:   Targets --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> What's Up, Doc? --[release_year]--> 1972
Path (Raw):       Targets --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> What's Up, Doc? --[release_year]--> 1972
Neg LogProb(↓):   0.388513
Path Entropy(↓):  1.055477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer chris d'arienzo
Start Entity:     Chris D'Arienzo
Gold Answer:      [['Judy Greer', 'Jean Smart', 'Patrick Wilson', 'Julianne Hough', 'Chloë Sevigny', 'Diego Boneta']]
Predicted Ans:    Patrick Wilson
Predicted Path:   Chris D'Arienzo --[(INV) written_by]--> Barry Munday --[starred_actors]--> Patrick Wilson
Path (Raw):       Chris D'Arienzo --[No Operation]--> Chris D'Arienzo --[(INV) written_by]--> Barry Munday --[starred_actors]--> Patrick Wilson
Neg LogProb(↓):   0.134200
Path Entropy(↓):  0.471365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of el topo also directed which movies
Start Entity:     El Topo
Gold Answer:      [['Santa Sangre', 'The Dance of Reality', 'The Holy Mountain']]
Predicted Ans:    The Dance of Reality
Predicted Path:   El Topo --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Dance of Reality
Path (Raw):       El Topo --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Dance of Reality --[No Operation]--> The Dance of Reality
Neg LogProb(↓):   0.023536
Path Entropy(↓):  0.130053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in eric cantona acted films
Start Entity:     Eric Cantona
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Eric Cantona --[(INV) starred_actors]--> Looking for Eric --[in_language]--> English
Path (Raw):       Eric Cantona --[No Operation]--> Eric Cantona --[(INV) starred_actors]--> Looking for Eric --[in_language]--> English
Neg LogProb(↓):   0.476585
Path Entropy(↓):  0.663622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did mike hodges write the story for
Start Entity:     Mike Hodges
Gold Answer:      [['Get Carter', 'Black Rainbow', 'The Terminal Man', 'Pulp']]
Predicted Ans:    Pulp
Predicted Path:   Mike Hodges --[(INV) written_by]--> Pulp --[written_by]--> Mike Hodges --[(INV) written_by]--> Pulp
Path (Raw):       Mike Hodges --[(INV) written_by]--> Pulp --[written_by]--> Mike Hodges --[(INV) written_by]--> Pulp
Neg LogProb(↓):   0.056935
Path Entropy(↓):  0.281464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie cesar released
Start Entity:     César
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   César --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Path (Raw):       César --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Neg LogProb(↓):   1.989135
Path Entropy(↓):  2.906208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was marmaduke written by
Start Entity:     Marmaduke
Gold Answer:      [['Phil Leeming', 'Brad Anderson']]
Predicted Ans:    Brad Anderson
Predicted Path:   Marmaduke --[written_by]--> Phil Leeming --[(INV) written_by]--> Marmaduke --[written_by]--> Brad Anderson
Path (Raw):       Marmaduke --[written_by]--> Phil Leeming --[(INV) written_by]--> Marmaduke --[written_by]--> Brad Anderson
Neg LogProb(↓):   0.448712
Path Entropy(↓):  0.815835
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by andrew niccol in
Start Entity:     Andrew Niccol
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Andrew Niccol --[(INV) written_by]--> In Time --[has_genre]--> Thriller
Path (Raw):       Andrew Niccol --[No Operation]--> Andrew Niccol --[(INV) written_by]--> In Time --[has_genre]--> Thriller
Neg LogProb(↓):   0.122816
Path Entropy(↓):  0.366501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did gregory walcott star in
Start Entity:     Gregory Walcott
Gold Answer:      [['Plan 9 from Outer Space']]
Predicted Ans:    Plan 9 from Outer Space
Predicted Path:   Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space --[starred_actors]--> Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space
Path (Raw):       Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space --[starred_actors]--> Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space
Neg LogProb(↓):   0.003146
Path Entropy(↓):  0.021237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by abbas kiarostami were in which genres
Start Entity:     Abbas Kiarostami
Gold Answer:      [['Drama', 'Horror', 'Documentary', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[has_genre]--> Drama
Path (Raw):       Abbas Kiarostami --[No Operation]--> Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[has_genre]--> Drama
Neg LogProb(↓):   0.053563
Path Entropy(↓):  0.222961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of double indemnity
Start Entity:     Double Indemnity
Gold Answer:      [['Greta Garbo', 'Bing Crosby', 'Marlene Dietrich', 'Nancy Marchand', 'Nancy Guild', 'Harrison Ford', 'Ginger Rogers', 'Jessica Lange', 'Pia Zadora', 'Mark Rydell', 'Robert Stephens', 'Elliott Gould', 'Robert Mitchum', 'Dick Powell', 'Sterling Hayden', 'Otto Preminger', 'John Ireland', 'Paulette Goddard', 'Franchot Tone', 'Lauren Bacall', 'John Barrymore', 'George Raft', 'James Cagney', 'Stacy Keach', 'Juliet Mills', 'Kim Novak', 'Walter Matthau', 'Audrey Hepburn', 'Cecil Kellaway', 'Eve Arden', 'Arlene Francis', 'Joan Fontaine', 'Paula Prentiss', "Pat O'Brien", 'Anne Baxter', 'Tyrone Power', 'John Lund', 'Jack Nicholson', 'Alan Ladd', 'William Holden', 'Adolphe Menjou', 'Greg Kinnear', 'Conrad Janis', 'Don Ameche', 'Claudette Colbert', 'Edward Everett Horton', 'Mary Brian', 'Danny Kaye', "Carroll O'Connor", 'Gayle Hunnicutt', 'Helen Broderick', 'Candy Clark', 'Charles Boyer', 'George Montgomery', 'Victor Francen', 'Sarah Miles', 'Benny Goodman', 'Tommy Dorsey', 'Lloyd Nolan', 'James Stewart', 'Horst Buchholz', 'Nina van Pallandt', 'Wallace Beery', 'Virginia Mayo', 'Veronica Lake', 'Audrey Totter', 'Charles Laughton', 'Zachary Scott', 'Olivia de Havilland', 'Colin Blakely', 'Joan Crawford', 'Shirley MacLaine', 'Melvyn Douglas', 'Florence Rice', 'Kirk Douglas', 'Charlotte Rampling', 'Vincent Cassel', 'Humphrey Bogart', 'Jean Arthur', 'Rita Moreno', 'Ray Milland', 'Fred MacMurray', 'Claire Trevor', 'Sylvia Miles', 'Robert Montgomery', 'Gary Cooper', 'Lana Turner', 'Monica Bellucci', 'Romane Bohringer', 'Jack Carson', 'Pamela Tiffin', 'Jack Lemmon', 'Hume Cronyn', 'Dean Martin', 'Julia Ormond', 'James Garner', 'Francis Lederer', 'Anne Shirley', 'Elsa Lanchester', 'Tom Tully', 'Robert Strauss', 'Tom Ewell', 'Don Taylor', 'Robert Taylor', 'Tony Curtis', 'Marilyn Monroe', 'John Garfield', 'Orson Welles', 'Ray Walston', 'Jane Wyman']]
Predicted Ans:    Ray Milland
Predicted Path:   Double Indemnity --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Path (Raw):       Double Indemnity --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Neg LogProb(↓):   1.632085
Path Entropy(↓):  2.690083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is super 8
Start Entity:     Super 8
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Super 8 --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Super 8 --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.675736
Path Entropy(↓):  2.738067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of eriq la salle directed movies
Start Entity:     Eriq La Salle
Gold Answer:      [['Jeremy Leven']]
Predicted Ans:    Jeremy Leven
Predicted Path:   Eriq La Salle --[(INV) directed_by]--> Crazy as Hell --[written_by]--> Jeremy Leven
Path (Raw):       Eriq La Salle --[No Operation]--> Eriq La Salle --[(INV) directed_by]--> Crazy as Hell --[written_by]--> Jeremy Leven
Neg LogProb(↓):   0.197229
Path Entropy(↓):  0.469870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film grand piano are directed by who
Start Entity:     Grand Piano
Gold Answer:      [['James McTeigue', 'Savage Steve Holland', 'Mike Newell', 'Joseph Ruben', 'Jon Avnet', 'Joe Roth', 'George Armitage', 'Lew Landers', 'Stephen Frears', 'Clint Eastwood', 'Menno Meyjes', 'Steve Pink', 'James Mangold', 'Peter McCarthy', 'Chadd Harbold', 'Don Bluth', 'Ulli Lommel', 'Edward Burns', 'Richard Donner', 'Roland Emmerich', 'Lee Daniels', 'Mimi Leder', 'Mikael Håfström', 'Gary Goldman', 'Harold Becker', 'Anatole Litvak', 'Liev Schreiber', 'Alan Parker', 'Michel Gondry', 'Stephen Sommers', 'Gary David Goldberg', 'Joshua Seftel', 'Ramón Menéndez', 'Gary Fleder', 'Spike Jonze', 'Herbert Ross', 'Rune Denstad Langlo', 'Kasper Barfoed', 'David Cronenberg', 'James B. Clark', 'Peter Chelsom', 'Nacho Vigalondo', 'Cameron Crowe', 'Harold Ramis', 'Stuart Gillard', 'Álex de la Iglesia', "Morgan O'Neill", 'Roger Corman', 'Bill Fishman', 'Scott Walker', 'Diablo Cody', 'Mary Agnes Donoghue', 'Steve Miner', 'Dibakar Banerjee', 'David Grovic', 'Bruce Beresford', 'Rob Reiner']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   Grand Piano --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders --[directed_by]--> Álex de la Iglesia
Path (Raw):       Grand Piano --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders --[directed_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.237856
Path Entropy(↓):  0.796422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by joyce redman
Start Entity:     Joyce Redman
Gold Answer:      [['1995', '1965', '1952']]
Predicted Ans:    1995
Predicted Path:   Joyce Redman --[(INV) starred_actors]--> Othello --[release_year]--> 1995
Path (Raw):       Joyce Redman --[No Operation]--> Joyce Redman --[(INV) starred_actors]--> Othello --[release_year]--> 1995
Neg LogProb(↓):   0.726912
Path Entropy(↓):  1.050147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the edge
Start Entity:     The Edge
Gold Answer:      [['Richard Attenborough', 'John Gielgud', 'Robert Wise', 'Michael Almereyda', 'Roger Donaldson', 'Jerry Rees', 'George Armitage', 'Edward Zwick', 'Dean Parisot', 'Franco Zeffirelli', 'Geoff Murphy', 'Ted Kotcheff', 'Anthony Harvey', 'Anthony Hopkins', 'John Erman', 'Derick Martini', 'Peter Ramsey', 'Steven Lisberger', 'Woody Allen', 'Damian Harris', 'Jack Hofsiss', 'John Madden', 'Graham Baker', 'David Lynch', 'Kenneth Branagh', 'Oliver Stone', 'Sacha Gervasi', 'Grigori Kozintsev', 'Phil Joanou', 'Mikael Håfström', 'John Frankenheimer', 'Julie Taymor', 'Jocelyn Moorhouse', 'Harold Becker', 'Alan Parker', 'Ridley Scott', 'Russell Mulcahy', 'Nancy Meyers', 'Michael Cimino', 'Robert Rossen', 'Joel Schumacher', 'Jeff Nathanson', 'Scott Hicks', 'Steven Zaillian', 'Laurence Olivier', 'Robert Benton', 'Austin Chick', 'Gregory Hoblit', 'Howard Deutch', 'Elia Kazan', 'Steven Spielberg', 'Robert Zemeckis', 'Cameron Crowe', 'Brian Gibson', 'Glenn Jordan', 'Brett Ratner', 'Martin Brest', 'Darren Aronofsky', 'Tim Burton', 'Tony Richardson', 'John McTiernan', 'David Hugh Jones', 'Sam Peckinpah', 'John Hughes', 'Norman René', 'James Ivory', 'Rob Reiner']]
Predicted Ans:    Michael Almereyda
Predicted Path:   The Edge --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[directed_by]--> Michael Almereyda
Path (Raw):       The Edge --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[directed_by]--> Michael Almereyda
Neg LogProb(↓):   1.388488
Path Entropy(↓):  2.645407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did lemmy act in
Start Entity:     Lemmy
Gold Answer:      [['Lemmy']]
Predicted Ans:    Lemmy
Predicted Path:   Lemmy --[starred_actors]--> Lemmy --[starred_actors]--> Lemmy --[(INV) starred_actors]--> Lemmy
Path (Raw):       Lemmy --[starred_actors]--> Lemmy --[starred_actors]--> Lemmy --[(INV) starred_actors]--> Lemmy
Neg LogProb(↓):   0.000447
Path Entropy(↓):  0.004177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is elite squad
Start Entity:     Elite Squad
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Elite Squad --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Elite Squad --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.233415
Path Entropy(↓):  2.074394
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of three wise fools starred who
Start Entity:     Three Wise Fools
Gold Answer:      [['Janet Gaynor', 'Charles Farrell']]
Predicted Ans:    Janet Gaynor
Predicted Path:   Three Wise Fools --[written_by]--> Austin Strong --[(INV) written_by]--> 7th Heaven --[starred_actors]--> Janet Gaynor
Path (Raw):       Three Wise Fools --[written_by]--> Austin Strong --[(INV) written_by]--> 7th Heaven --[starred_actors]--> Janet Gaynor
Neg LogProb(↓):   0.000611
Path Entropy(↓):  0.005145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by tewfik saleh in
Start Entity:     Tewfik Saleh
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tewfik Saleh --[(INV) directed_by]--> The Dupes --[has_genre]--> Drama
Path (Raw):       Tewfik Saleh --[No Operation]--> Tewfik Saleh --[(INV) directed_by]--> The Dupes --[has_genre]--> Drama
Neg LogProb(↓):   0.009678
Path Entropy(↓):  0.054314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of south pacific also wrote movies
Start Entity:     South Pacific
Gold Answer:      [['Hawaii', 'Higher and Higher', 'Fanny', 'The Hawaiians', 'Mister Roberts']]
Predicted Ans:    South Pacific
Predicted Path:   South Pacific --[written_by]--> Joshua Logan --[(INV) written_by]--> South Pacific
Path (Raw):       South Pacific --[written_by]--> Joshua Logan --[(INV) written_by]--> South Pacific --[No Operation]--> South Pacific
Neg LogProb(↓):   0.641351
Path Entropy(↓):  1.019342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote in the fog
Start Entity:     In the Fog
Gold Answer:      [['Sergei Loznitsa']]
Predicted Ans:    Sergei Loznitsa
Predicted Path:   In the Fog --[written_by]--> Sergei Loznitsa --[(INV) written_by]--> In the Fog --[directed_by]--> Sergei Loznitsa
Path (Raw):       In the Fog --[written_by]--> Sergei Loznitsa --[(INV) written_by]--> In the Fog --[directed_by]--> Sergei Loznitsa
Neg LogProb(↓):   0.254783
Path Entropy(↓):  0.533116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by harry elfont released
Start Entity:     Harry Elfont
Gold Answer:      [['2001', '1998']]
Predicted Ans:    1998
Predicted Path:   Harry Elfont --[(INV) directed_by]--> Can't Hardly Wait --[release_year]--> 1998
Path (Raw):       Harry Elfont --[No Operation]--> Harry Elfont --[(INV) directed_by]--> Can't Hardly Wait --[release_year]--> 1998
Neg LogProb(↓):   0.329605
Path Entropy(↓):  0.593704
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of cesar and rosalie
Start Entity:     César and Rosalie
Gold Answer:      [['Claude Sautet']]
Predicted Ans:    Claude Sautet
Predicted Path:   César and Rosalie --[directed_by]--> Claude Sautet --[(INV) directed_by]--> César and Rosalie --[directed_by]--> Claude Sautet
Path (Raw):       César and Rosalie --[directed_by]--> Claude Sautet --[(INV) directed_by]--> César and Rosalie --[directed_by]--> Claude Sautet
Neg LogProb(↓):   0.009337
Path Entropy(↓):  0.056152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with bruce almighty
Start Entity:     Bruce Almighty
Gold Answer:      [['High Strung', 'Click', 'Barnyard', 'Nothing to Lose', 'Evan Almighty']]
Predicted Ans:    Evan Almighty
Predicted Path:   Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty
Path (Raw):       Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty --[No Operation]--> Evan Almighty
Neg LogProb(↓):   0.106915
Path Entropy(↓):  0.329322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by abbie cornish
Start Entity:     Abbie Cornish
Gold Answer:      [['Alek Keshishian', 'Donald Spoto', 'Buck Henry', 'Andrew Motion', 'Madonna', 'David Riker', 'Luke Davies', 'Zack Snyder', 'Steve Shibuya', 'Mason Hoffenberg', 'Cate Shortland', 'Gwyneth Hughes', 'Neil Armfield', 'Alan Glynn', 'Jane Campion', 'Terry Southern', 'Sande Zeig', 'Monique Wittig']]
Predicted Ans:    Zack Snyder
Predicted Path:   Abbie Cornish --[(INV) starred_actors]--> Sucker Punch --[written_by]--> Zack Snyder
Path (Raw):       Abbie Cornish --[No Operation]--> Abbie Cornish --[(INV) starred_actors]--> Sucker Punch --[written_by]--> Zack Snyder
Neg LogProb(↓):   0.406855
Path Entropy(↓):  0.664822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the unbearable lightness of being starred who
Start Entity:     The Unbearable Lightness of Being
Gold Answer:      [['Sean Connery', 'Cliff Robertson', 'Luke Askew', 'Clint Eastwood', 'Harrison Ford', 'Robert Duvall', 'Chief Dan George', 'Sondra Locke', 'Wesley Snipes', 'Harvey Keitel', 'Karen Allen', 'Paul Freeman', 'Ronald Lacey']]
Predicted Ans:    Clint Eastwood
Predicted Path:   The Unbearable Lightness of Being --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Outlaw Josey Wales --[starred_actors]--> Clint Eastwood
Path (Raw):       The Unbearable Lightness of Being --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Outlaw Josey Wales --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.896715
Path Entropy(↓):  1.237982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of jimmy hollywood
Start Entity:     Jimmy Hollywood
Gold Answer:      [['Art Linson', 'Mitch Markowitz', 'Michael Crichton', 'Barry Levinson', 'Barry Morrow', 'Dean Jennings', 'David Mamet', 'James Toback', 'Barry McEvoy', 'Ronald Bass', 'Zeki Demirkubuz', 'Michael Wallach', 'Bernard Malamud', 'Dirk Shafer', 'Arthur Conan Doyle', 'Chris Columbus', 'Lorenzo Carcaterra', 'Katja von Garnier', 'Hilary Henkin', 'Larry Beinhart']]
Predicted Ans:    Barry McEvoy
Predicted Path:   Jimmy Hollywood --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[written_by]--> Barry McEvoy
Path (Raw):       Jimmy Hollywood --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[written_by]--> Barry McEvoy
Neg LogProb(↓):   0.481321
Path Entropy(↓):  1.409845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the paper was directed by who
Start Entity:     The Paper
Gold Answer:      [['Ron Howard']]
Predicted Ans:    Ron Howard
Predicted Path:   The Paper --[directed_by]--> Ron Howard --[(INV) directed_by]--> Splash --[directed_by]--> Ron Howard
Path (Raw):       The Paper --[directed_by]--> Ron Howard --[(INV) directed_by]--> Splash --[directed_by]--> Ron Howard
Neg LogProb(↓):   0.577579
Path Entropy(↓):  1.204692
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie salmon fishing in the yemen
Start Entity:     Salmon Fishing in the Yemen
Gold Answer:      [['Rian Johnson', 'Christine Jeffs', 'Gregory Jacobs', 'Lynn Shelton', 'David Frankel', 'James Lapine', 'Ann Turner', 'Dante Ariola', 'Nicholas Stoller', 'Doug Liman', 'Pawel Pawlikowski', 'Joe Johnston', 'Jonathan Lynn', 'Rob Marshall', 'Stephen Gaghan', 'George Nolfi']]
Predicted Ans:    David Frankel
Predicted Path:   Salmon Fishing in the Yemen --[starred_actors]--> Emily Blunt --[(INV) starred_actors]--> The Devil Wears Prada --[directed_by]--> David Frankel
Path (Raw):       Salmon Fishing in the Yemen --[starred_actors]--> Emily Blunt --[(INV) starred_actors]--> The Devil Wears Prada --[directed_by]--> David Frankel
Neg LogProb(↓):   0.593236
Path Entropy(↓):  1.321351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did spring byington act in
Start Entity:     Spring Byington
Gold Answer:      [["Please Don't Eat the Daisies", "I'll Be Seeing You"]]
Predicted Ans:    Please Don't Eat the Daisies
Predicted Path:   Spring Byington --[(INV) starred_actors]--> Please Don't Eat the Daisies --[starred_actors]--> Spring Byington --[(INV) starred_actors]--> Please Don't Eat the Daisies
Path (Raw):       Spring Byington --[(INV) starred_actors]--> Please Don't Eat the Daisies --[starred_actors]--> Spring Byington --[(INV) starred_actors]--> Please Don't Eat the Daisies
Neg LogProb(↓):   0.018539
Path Entropy(↓):  0.107952
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by georges guetary were directed by who
Start Entity:     Georges Guétary
Gold Answer:      [['Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Georges Guétary --[(INV) starred_actors]--> An American in Paris --[directed_by]--> Vincente Minnelli
Path (Raw):       Georges Guétary --[No Operation]--> Georges Guétary --[(INV) starred_actors]--> An American in Paris --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by vladislav todorov
Start Entity:     Vladislav Todorov
Gold Answer:      [['Javor Gardev']]
Predicted Ans:    Javor Gardev
Predicted Path:   Vladislav Todorov --[(INV) written_by]--> Zift --[directed_by]--> Javor Gardev
Path (Raw):       Vladislav Todorov --[No Operation]--> Vladislav Todorov --[(INV) written_by]--> Zift --[directed_by]--> Javor Gardev
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of century also wrote which movies
Start Entity:     Century
Gold Answer:      [['Glorious 39', 'Close My Eyes', "Joe's Palace", 'The Lost Prince', 'Capturing Mary']]
Predicted Ans:    Joe's Palace
Predicted Path:   Century --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Joe's Palace
Path (Raw):       Century --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Joe's Palace --[No Operation]--> Joe's Palace
Neg LogProb(↓):   1.016309
Path Entropy(↓):  1.474180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie i am dina were released in which years
Start Entity:     I Am Dina
Gold Answer:      [['1997', '1993', '1996', '1994', '2007']]
Predicted Ans:    1997
Predicted Path:   I Am Dina --[written_by]--> Ole Bornedal --[(INV) written_by]--> Nightwatch --[release_year]--> 1997
Path (Raw):       I Am Dina --[written_by]--> Ole Bornedal --[(INV) written_by]--> Nightwatch --[release_year]--> 1997
Neg LogProb(↓):   0.842599
Path Entropy(↓):  1.151474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of duel
Start Entity:     Duel
Gold Answer:      [['Philip Kaufman', 'Hergé', 'Jeffrey Boam', 'Michael Crichton', 'Jon Cohen', 'David Franzoni', 'Philip K. Dick', 'George Lucas', 'Willard Huyck', 'Gloria Katz', 'Peter Benchley', 'Lawrence Kasdan', 'James V. Hart', 'Malia Scotch Marmo', 'David Koepp', 'Josh Friedman', 'Joe Cornish', 'Melissa Mathison', 'Eric Roth', 'Jeff Nathanson', 'Steven Moffat', 'Steven Zaillian', 'Tony Kushner', 'Doris Kearns Goodwin', 'Steven Spielberg', 'Robert Zemeckis', 'Bob Gale', 'Alice Walker', 'Edgar Wright', 'Michael Morpurgo', 'Thomas Keneally', 'Carl Gottlieb', 'Nick Castle', 'Robert Rodat', 'Brian Aldiss', 'Ian Watson']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Duel --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[written_by]--> Steven Spielberg
Path (Raw):       Duel --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[written_by]--> Steven Spielberg
Neg LogProb(↓):   1.006081
Path Entropy(↓):  1.521781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the anything else director release
Start Entity:     Anything Else
Gold Answer:      [['1980', '2008', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1971', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1989
Predicted Path:   Anything Else --[directed_by]--> Woody Allen --[(INV) directed_by]--> New York Stories --[release_year]--> 1989
Path (Raw):       Anything Else --[directed_by]--> Woody Allen --[(INV) directed_by]--> New York Stories --[release_year]--> 1989
Neg LogProb(↓):   2.221692
Path Entropy(↓):  3.442009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the gods must be crazy ii fall under
Start Entity:     The Gods Must Be Crazy II
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Gods Must Be Crazy II --[written_by]--> Jamie Uys --[(INV) written_by]--> The Gods Must Be Crazy --[has_genre]--> Comedy
Path (Raw):       The Gods Must Be Crazy II --[written_by]--> Jamie Uys --[(INV) written_by]--> The Gods Must Be Crazy --[has_genre]--> Comedy
Neg LogProb(↓):   0.110512
Path Entropy(↓):  0.394732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a glimpse inside the mind of charles swan iii also wrote which films
Start Entity:     A Glimpse Inside the Mind of Charles Swan III
Gold Answer:      [['CQ', 'Moonrise Kingdom', 'The Darjeeling Limited']]
Predicted Ans:    The Darjeeling Limited
Predicted Path:   A Glimpse Inside the Mind of Charles Swan III --[written_by]--> Roman Coppola --[(INV) written_by]--> The Darjeeling Limited
Path (Raw):       A Glimpse Inside the Mind of Charles Swan III --[written_by]--> Roman Coppola --[(INV) written_by]--> The Darjeeling Limited --[No Operation]--> The Darjeeling Limited
Neg LogProb(↓):   0.117446
Path Entropy(↓):  0.396392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for persona
Start Entity:     Persona
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Persona --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Persona --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   1.075065
Path Entropy(↓):  1.374709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of changeling were directed by who
Start Entity:     Changeling
Gold Answer:      [['Marc Forster', 'James McTeigue']]
Predicted Ans:    Marc Forster
Predicted Path:   Changeling --[written_by]--> J. Michael Straczynski --[(INV) written_by]--> World War Z --[directed_by]--> Marc Forster
Path (Raw):       Changeling --[written_by]--> J. Michael Straczynski --[(INV) written_by]--> World War Z --[directed_by]--> Marc Forster
Neg LogProb(↓):   0.000057
Path Entropy(↓):  0.000653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the crowd roars
Start Entity:     The Crowd Roars
Gold Answer:      [['Robert Wise', 'Edmund Goulding', 'William Dieterle', 'Tay Garnett', 'Robert Montgomery', 'William A. Wellman', 'Michael Anderson', 'Mervyn LeRoy', 'Roy Del Ruth', 'Ray Enright', 'Frank Tashlin', 'Busby Berkeley', 'Billy Wilder', 'Raoul Walsh', 'John Ford', 'Alfred E. Green', 'Nicholas Ray', 'Michael Curtiz', 'Anatole Litvak', 'Leos Carax', 'John Cassavetes', 'Jean Grémillon', 'Joseph Kane', 'Victor Schertzinger', 'Joshua Logan', 'Elia Kazan', 'William Keighley', 'Lloyd Bacon', 'Joseph Pevney', 'Charles Vidor', 'Clarence Brown', 'Brian De Palma', 'Howard Hawks', 'Richard Rosson']]
Predicted Ans:    Charles Vidor
Predicted Path:   The Crowd Roars --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Love Me or Leave Me --[directed_by]--> Charles Vidor
Path (Raw):       The Crowd Roars --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Love Me or Leave Me --[directed_by]--> Charles Vidor
Neg LogProb(↓):   1.135845
Path Entropy(↓):  2.294988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of steve oram
Start Entity:     Steve Oram
Gold Answer:      [['Alice Lowe', 'Amy Jump']]
Predicted Ans:    Amy Jump
Predicted Path:   Steve Oram --[(INV) written_by]--> Sightseers --[written_by]--> Amy Jump
Path (Raw):       Steve Oram --[No Operation]--> Steve Oram --[(INV) written_by]--> Sightseers --[written_by]--> Amy Jump
Neg LogProb(↓):   0.000286
Path Entropy(↓):  0.002948
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with police story 2 in
Start Entity:     Police Story 2
Gold Answer:      [['French', 'Cantonese', 'English', 'Turkish', 'Mandarin', 'Chinese', 'Japanese', 'Korean', 'German']]
Predicted Ans:    Cantonese
Predicted Path:   Police Story 2 --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Path (Raw):       Police Story 2 --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Neg LogProb(↓):   0.661744
Path Entropy(↓):  1.340047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with reginald beck
Start Entity:     Reginald Beck
Gold Answer:      [['Anthony Bushell']]
Predicted Ans:    Reginald Beck
Predicted Path:   Reginald Beck --[(INV) directed_by]--> The Long Dark Hall --[directed_by]--> Reginald Beck
Path (Raw):       Reginald Beck --[No Operation]--> Reginald Beck --[(INV) directed_by]--> The Long Dark Hall --[directed_by]--> Reginald Beck
Neg LogProb(↓):   0.028446
Path Entropy(↓):  0.127889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of my house in umbria
Start Entity:     My House in Umbria
Gold Answer:      [['William Trevor']]
Predicted Ans:    Atom Egoyan
Predicted Path:   My House in Umbria --[written_by]--> William Trevor --[(INV) written_by]--> Felicia's Journey --[written_by]--> Atom Egoyan
Path (Raw):       My House in Umbria --[written_by]--> William Trevor --[(INV) written_by]--> Felicia's Journey --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.204720
Path Entropy(↓):  0.479078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by mr. robinson crusoe writers
Start Entity:     Mr. Robinson Crusoe
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Mr. Robinson Crusoe --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> Robin Hood --[has_genre]--> Adventure
Path (Raw):       Mr. Robinson Crusoe --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> Robin Hood --[has_genre]--> Adventure
Neg LogProb(↓):   0.685306
Path Entropy(↓):  0.711834
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in catherine mary stewart acted films
Start Entity:     Catherine Mary Stewart
Gold Answer:      [['German']]
Predicted Ans:    1985
Predicted Path:   Catherine Mary Stewart --[(INV) starred_actors]--> Mischief --[release_year]--> 1985
Path (Raw):       Catherine Mary Stewart --[No Operation]--> Catherine Mary Stewart --[(INV) starred_actors]--> Mischief --[release_year]--> 1985
Neg LogProb(↓):   0.597950
Path Entropy(↓):  0.769228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who's the director of paint your wagon
Start Entity:     Paint Your Wagon
Gold Answer:      [['Joshua Logan']]
Predicted Ans:    Joshua Logan
Predicted Path:   Paint Your Wagon --[directed_by]--> Joshua Logan --[(INV) directed_by]--> South Pacific --[directed_by]--> Joshua Logan
Path (Raw):       Paint Your Wagon --[directed_by]--> Joshua Logan --[(INV) directed_by]--> South Pacific --[directed_by]--> Joshua Logan
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was nicolas cage an actor in
Start Entity:     Nicolas Cage
Gold Answer:      [['Seeking Justice', 'The Weather Man', 'Lord of War', 'Left Behind', 'Matchstick Men', 'Moonstruck', 'Birdy', 'Leaving Las Vegas', 'Snake Eyes', 'Raising Arizona', 'Racing with the Moon', 'Bangkok Dangerous', 'It Could Happen to You', 'Knowing', 'World Trade Center', 'Deadfall', 'Kiss of Death', "The Sorcerer's Apprentice", 'Drive Angry', 'Season of the Witch', 'Trespass', 'Bringing Out the Dead', 'Honeymoon in Vegas', 'Stolen', 'Rage', 'Guarding Tess', 'Zandalee', "Vampire's Kiss", 'Windtalkers', 'Valley Girl', 'Joe', 'Next', 'The Croods', 'Face/Off', 'The Wicker Man', 'National Treasure', 'Trapped in Paradise', 'The Family Man', 'The Frozen Ground', 'The Boy in Blue', 'The Ant Bully', 'The Rock', 'Fire Birds', 'City of Angels']]
Predicted Ans:    Left Behind
Predicted Path:   Nicolas Cage --[(INV) starred_actors]--> Left Behind --[written_by]--> John Patus --[(INV) written_by]--> Left Behind
Path (Raw):       Nicolas Cage --[(INV) starred_actors]--> Left Behind --[written_by]--> John Patus --[(INV) written_by]--> Left Behind
Neg LogProb(↓):   0.647626
Path Entropy(↓):  1.655246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of magic also wrote which films
Start Entity:     Magic
Gold Answer:      [['Soldier in the Rain', 'The Hot Rock', 'The Ghost and the Darkness', 'Absolute Power', 'No Way to Treat a Lady', 'Wild Card', 'Year of the Comet', 'Butch Cassidy and the Sundance Kid', 'Dreamcatcher', 'Chaplin', 'Marathon Man', "All the President's Men", 'Harper', 'A Bridge Too Far', 'The Stepford Wives', 'Maverick', 'Memoirs of an Invisible Man', 'The Princess Bride']]
Predicted Ans:    Marathon Man
Predicted Path:   Magic --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man
Path (Raw):       Magic --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man --[No Operation]--> Marathon Man
Neg LogProb(↓):   0.206923
Path Entropy(↓):  0.844355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie bombshell
Start Entity:     Bombshell
Gold Answer:      [['1944', '1936', '1935', '1963', '1939', '1933', '2004', '1947', '1932', '2014', '1994', '1931', '1943', '1948', '1942', '1938', '1940', '1945', '1937', '1930']]
Predicted Ans:    1936
Predicted Path:   Bombshell --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Wife vs. Secretary --[release_year]--> 1936
Path (Raw):       Bombshell --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Wife vs. Secretary --[release_year]--> 1936
Neg LogProb(↓):   0.818554
Path Entropy(↓):  1.283084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed two much
Start Entity:     Two Much
Gold Answer:      [['2012', '1998', '2000']]
Predicted Ans:    1995
Predicted Path:   Two Much --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> Two Much --[release_year]--> 1995
Path (Raw):       Two Much --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> Two Much --[release_year]--> 1995
Neg LogProb(↓):   0.707863
Path Entropy(↓):  0.987670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of the gold of naples
Start Entity:     The Gold of Naples
Gold Answer:      [['1962', '1963', '1970', '1946', '1964', '1948', '1966', '1944', '1960', '2005', '1951', '1973', '1999', '1952']]
Predicted Ans:    1962
Predicted Path:   The Gold of Naples --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Boccaccio '70 --[release_year]--> 1962
Path (Raw):       The Gold of Naples --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Boccaccio '70 --[release_year]--> 1962
Neg LogProb(↓):   1.051665
Path Entropy(↓):  1.793852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie i hate valentine's day
Start Entity:     I Hate Valentine's Day
Gold Answer:      [['John Corbett', 'Nia Vardalos']]
Predicted Ans:    Ryan Guzman
Predicted Path:   I Hate Valentine's Day --[starred_actors]--> John Corbett --[(INV) starred_actors]--> The Boy Next Door --[starred_actors]--> Ryan Guzman
Path (Raw):       I Hate Valentine's Day --[starred_actors]--> John Corbett --[(INV) starred_actors]--> The Boy Next Door --[starred_actors]--> Ryan Guzman
Neg LogProb(↓):   0.303918
Path Entropy(↓):  0.734593
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of maps to the stars is also the director of which movies
Start Entity:     Maps to the Stars
Gold Answer:      [['Videodrome', 'Crimes of the Future', 'Crash', 'Rabid', 'Eastern Promises', 'The Fly', 'The Brood', 'Stereo', 'A History of Violence', 'A Dangerous Method', 'Spider', 'The Dead Zone', 'Cosmopolis', 'M. Butterfly', 'Naked Lunch', 'Dead Ringers', 'Scanners']]
Predicted Ans:    Stereo
Predicted Path:   Maps to the Stars --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Stereo
Path (Raw):       Maps to the Stars --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Stereo --[No Operation]--> Stereo
Neg LogProb(↓):   1.546314
Path Entropy(↓):  2.213063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by jason connery released
Start Entity:     Jason Connery
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Jason Connery --[(INV) directed_by]--> The Devil's Tomb --[release_year]--> 2009
Path (Raw):       Jason Connery --[No Operation]--> Jason Connery --[(INV) directed_by]--> The Devil's Tomb --[release_year]--> 2009
Neg LogProb(↓):   0.264985
Path Entropy(↓):  0.542641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by craig roberts
Start Entity:     Craig Roberts
Gold Answer:      [['Simon Aboud', 'Joe Dunthorne', 'Richard Ayoade']]
Predicted Ans:    Richard Ayoade
Predicted Path:   Craig Roberts --[(INV) starred_actors]--> Submarine --[written_by]--> Richard Ayoade
Path (Raw):       Craig Roberts --[No Operation]--> Craig Roberts --[(INV) starred_actors]--> Submarine --[written_by]--> Richard Ayoade
Neg LogProb(↓):   0.119310
Path Entropy(↓):  0.354736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is bug
Start Entity:     Bug
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bug --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Bug --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   3.163739
Path Entropy(↓):  4.399082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by alec baldwin
Start Entity:     Alec Baldwin
Gold Answer:      [['Roger Donaldson', 'Jerry Rees', 'George Armitage', 'Dean Parisot', 'Rob Reiner', 'Ted Kotcheff', 'John Erman', 'Derick Martini', 'Peter Ramsey', 'Phil Joanou', 'John Frankenheimer', 'Harold Becker', 'Lee Tamahori', 'Russell Mulcahy', 'Nancy Meyers', 'Jeff Nathanson', 'Howard Deutch', 'Cameron Crowe', 'Brian Gibson', 'Glenn Jordan', 'Tim Burton', 'John McTiernan', 'David Hugh Jones', 'Sam Peckinpah', 'John Hughes', 'Elia Kazan', 'Norman René']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Alec Baldwin --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Path (Raw):       Alec Baldwin --[No Operation]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.179619
Path Entropy(↓):  0.641320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the rover also wrote movies
Start Entity:     The Rover
Gold Answer:      [['I Love Sarah Jane', 'Felony', 'Spider', 'The Square', 'Animal Kingdom', 'Hesher']]
Predicted Ans:    The Rover
Predicted Path:   The Rover --[written_by]--> David Michôd --[(INV) written_by]--> The Rover
Path (Raw):       The Rover --[written_by]--> David Michôd --[(INV) written_by]--> The Rover --[No Operation]--> The Rover
Neg LogProb(↓):   0.809868
Path Entropy(↓):  1.469352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film two days were released in which years
Start Entity:     Two Days
Gold Answer:      [['1995', '1998', '2009', '2008', '2003', '2010', '2012', '2011', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Two Days --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[release_year]--> 2010
Path (Raw):       Two Days --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[release_year]--> 2010
Neg LogProb(↓):   0.315190
Path Entropy(↓):  1.023648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film room service
Start Entity:     Room Service
Gold Answer:      [['1968', '1946', '1950', '1960', '1942', '1940', '1938', '1947', '1956', '1943']]
Predicted Ans:    1968
Predicted Path:   Room Service --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[release_year]--> 1968
Path (Raw):       Room Service --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[release_year]--> 1968
Neg LogProb(↓):   0.390243
Path Entropy(↓):  1.064194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in mississippi grind also appears in which movies
Start Entity:     Mississippi Grind
Gold Answer:      [['Turbo', 'Foolproof', 'Green Lantern', 'Warm Bodies', 'The Voices', 'The Proposal', 'Definitely, Maybe', 'Beautiful Kate', 'Waiting...', 'Interview', 'The Year My Voice Broke', 'Fireflies in the Garden', 'Two Night Stand', 'Just Friends', 'Safe House', 'The Nines', 'Buried', 'Amy', 'The Girl', 'The Change-Up', 'R.I.P.D.', 'Idiot Box', 'Buying the Cow', 'The Croods', 'Camille', "Smokin' Aces", 'Chaos Theory', 'The Mysteries of Pittsburgh', 'Damsels in Distress']]
Predicted Ans:    R.I.P.D.
Predicted Path:   Mississippi Grind --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> R.I.P.D.
Path (Raw):       Mississippi Grind --[starred_actors]--> Ryan Reynolds --[No Operation]--> Ryan Reynolds --[(INV) starred_actors]--> R.I.P.D.
Neg LogProb(↓):   1.161709
Path Entropy(↓):  1.963985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the blue dahlia
Start Entity:     The Blue Dahlia
Gold Answer:      [['Double Indemnity', 'Lady in the Lake', 'The Big Sleep', 'The Long Goodbye', 'Farewell, My Lovely', 'The Brasher Doubloon', 'Murder, My Sweet', 'Marlowe']]
Predicted Ans:    Double Indemnity
Predicted Path:   The Blue Dahlia --[written_by]--> Raymond Chandler --[(INV) written_by]--> Double Indemnity
Path (Raw):       The Blue Dahlia --[written_by]--> Raymond Chandler --[(INV) written_by]--> Double Indemnity --[No Operation]--> Double Indemnity
Neg LogProb(↓):   0.755487
Path Entropy(↓):  0.943043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of true legend
Start Entity:     True Legend
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   True Legend --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       True Legend --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.311036
Path Entropy(↓):  4.015889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote french kiss
Start Entity:     French Kiss
Gold Answer:      [['Adam Brooks']]
Predicted Ans:    Adam Brooks
Predicted Path:   French Kiss --[written_by]--> Adam Brooks --[(INV) written_by]--> French Kiss --[written_by]--> Adam Brooks
Path (Raw):       French Kiss --[written_by]--> Adam Brooks --[(INV) written_by]--> French Kiss --[written_by]--> Adam Brooks
Neg LogProb(↓):   0.000175
Path Entropy(↓):  0.001695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of dear brigitte
Start Entity:     Dear Brigitte
Gold Answer:      [['The Singing Nun', 'My Cousin Rachel', 'It Started with Eve', 'Mr. Hobbs Takes a Vacation', 'Good Morning, Miss Dove', 'Three Smart Girls', 'A Man Called Peter', 'The Inspector General', 'Three Smart Girls Grow Up', "The Bishop's Wife", 'My Blue Heaven', 'Come to the Stable', 'The Story of Ruth', 'First Love', 'No Highway in the Sky', "Take Her, She's Mine", 'My Man Godfrey', 'Two Sisters from Boston', 'Désirée', 'Harvey', 'One Hundred Men and a Girl', 'The Robe']]
Predicted Ans:    The Robe
Predicted Path:   Dear Brigitte --[directed_by]--> Henry Koster --[(INV) directed_by]--> The Robe
Path (Raw):       Dear Brigitte --[directed_by]--> Henry Koster --[(INV) directed_by]--> The Robe --[No Operation]--> The Robe
Neg LogProb(↓):   0.961505
Path Entropy(↓):  1.677669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in susanne bier written movies
Start Entity:     Susanne Bier
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Susanne Bier --[(INV) written_by]--> Brothers --[in_language]--> Danish
Path (Raw):       Susanne Bier --[No Operation]--> Susanne Bier --[(INV) written_by]--> Brothers --[in_language]--> Danish
Neg LogProb(↓):   0.693235
Path Entropy(↓):  0.694049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie the good heart in a few words
Start Entity:     The Good Heart
Gold Answer:      [['paul dano']]
Predicted Ans:    paul dano
Predicted Path:   The Good Heart --[has_tags]--> paul dano --[(INV) has_tags]--> The Ballad of Jack and Rose --[has_tags]--> paul dano
Path (Raw):       The Good Heart --[has_tags]--> paul dano --[(INV) has_tags]--> The Ballad of Jack and Rose --[has_tags]--> paul dano
Neg LogProb(↓):   0.017281
Path Entropy(↓):  0.087317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dream machine are written by who
Start Entity:     Dream Machine
Gold Answer:      [['David Seltzer', 'Harriet Frank Jr.', 'Max Schott', 'Stephen King', 'Irving Ravetch', 'Neil Tolkin']]
Predicted Ans:    Irving Ravetch
Predicted Path:   Dream Machine --[starred_actors]--> Corey Haim --[(INV) starred_actors]--> Murphy's Romance --[written_by]--> Irving Ravetch
Path (Raw):       Dream Machine --[starred_actors]--> Corey Haim --[(INV) starred_actors]--> Murphy's Romance --[written_by]--> Irving Ravetch
Neg LogProb(↓):   0.369162
Path Entropy(↓):  0.948454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by haji released
Start Entity:     Haji
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Haji --[(INV) starred_actors]--> Faster, Pussycat! Kill! Kill! --[release_year]--> 1965
Path (Raw):       Haji --[No Operation]--> Haji --[(INV) starred_actors]--> Faster, Pussycat! Kill! Kill! --[release_year]--> 1965
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the edward ii director
Start Entity:     Edward II
Gold Answer:      [['English', 'Latin']]
Predicted Ans:    Derek Jarman
Predicted Path:   Edward II --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Blue --[directed_by]--> Derek Jarman
Path (Raw):       Edward II --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Blue --[directed_by]--> Derek Jarman
Neg LogProb(↓):   0.688611
Path Entropy(↓):  0.877224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films starred by mira eklund
Start Entity:     Mira Eklund
Gold Answer:      [['Lisa Langseth']]
Predicted Ans:    Lisa Langseth
Predicted Path:   Mira Eklund --[(INV) starred_actors]--> Hotell --[directed_by]--> Lisa Langseth
Path (Raw):       Mira Eklund --[No Operation]--> Mira Eklund --[(INV) starred_actors]--> Hotell --[directed_by]--> Lisa Langseth
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of vittorio de benedetti written movies
Start Entity:     Vittorio de Benedetti
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Vittorio de Benedetti --[(INV) written_by]--> A Walk in the Clouds --[release_year]--> 1995
Path (Raw):       Vittorio de Benedetti --[No Operation]--> Vittorio de Benedetti --[(INV) written_by]--> A Walk in the Clouds --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor michael redgrave starred together with who
Start Entity:     Michael Redgrave
Gold Answer:      [['John Gielgud', 'Angela Lansbury', 'Gary Cooper', 'Margaret Lockwood', 'Barbara Laage', 'Michael Caine', 'Bobby Clark', 'Elliott Gould', 'Myra Hess', 'Alan Bates', 'Raymond Massey', 'Herbert Lom', 'Barbara Mullen', 'Charlton Heston', "Edmond O'Brien", 'Brendan Fraser', 'Lilli Palmer', 'Do Thi Hai Yen', 'Cybill Shepherd', 'Dame May Whitty', 'Leo McKern', 'Ann Todd', 'Katina Paxinou', 'Albert Finney', 'Rosalind Russell', 'Paul Lukas', 'Gene Kelly', 'Julie Christie', 'Audie Murphy', 'Margaret Leighton', 'Tom Courtenay', 'Megs Jenkins', 'Giorgia Moll', 'Jan Sterling', 'Deborah Kerr', 'James Mason']]
Predicted Ans:    Michael Redgrave
Predicted Path:   Michael Redgrave --[(INV) starred_actors]--> The Quiet American --[starred_actors]--> Michael Redgrave
Path (Raw):       Michael Redgrave --[No Operation]--> Michael Redgrave --[(INV) starred_actors]--> The Quiet American --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   0.042785
Path Entropy(↓):  0.217974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films was drew fellman a writer on
Start Entity:     Drew Fellman
Gold Answer:      [['Born to Be Wild']]
Predicted Ans:    Born to Be Wild
Predicted Path:   Drew Fellman --[(INV) written_by]--> Born to Be Wild --[written_by]--> Drew Fellman --[(INV) written_by]--> Born to Be Wild
Path (Raw):       Drew Fellman --[(INV) written_by]--> Born to Be Wild --[written_by]--> Drew Fellman --[(INV) written_by]--> Born to Be Wild
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did robert shaw write
Start Entity:     Robert Shaw
Gold Answer:      [['Figures in a Landscape']]
Predicted Ans:    Figures in a Landscape
Predicted Path:   Robert Shaw --[(INV) written_by]--> Figures in a Landscape --[written_by]--> Barry England --[(INV) written_by]--> Figures in a Landscape
Path (Raw):       Robert Shaw --[(INV) written_by]--> Figures in a Landscape --[written_by]--> Barry England --[(INV) written_by]--> Figures in a Landscape
Neg LogProb(↓):   0.022998
Path Entropy(↓):  0.112698
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of dr. gillespie's new assistant also starred in which movies
Start Entity:     Dr. Gillespie's New Assistant
Gold Answer:      [['The Caine Mutiny', 'Battleground', 'Confidentially Connie', 'Go for Broke!', 'Command Decision', 'In the Good Old Summertime', 'The Last Time I Saw Paris', 'Plymouth Adventure', 'The Big Hangover', 'Thirty Seconds Over Tokyo', 'Brigadoon', 'Yours, Mine and Ours', 'Easy to Love', 'Wives and Lovers', 'The End of the Affair', 'A Guy Named Joe', 'The Last Blitzkrieg', 'The Kidnapping of the President', '23 Paces to Baker Street']]
Predicted Ans:    Plymouth Adventure
Predicted Path:   Dr. Gillespie's New Assistant --[starred_actors]--> Van Johnson --[(INV) starred_actors]--> Plymouth Adventure
Path (Raw):       Dr. Gillespie's New Assistant --[starred_actors]--> Van Johnson --[No Operation]--> Van Johnson --[(INV) starred_actors]--> Plymouth Adventure
Neg LogProb(↓):   1.354084
Path Entropy(↓):  2.478844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in black sea
Start Entity:     Black Sea
Gold Answer:      [['Jude Law']]
Predicted Ans:    Sadie Frost
Predicted Path:   Black Sea --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Shopping --[starred_actors]--> Sadie Frost
Path (Raw):       Black Sea --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Shopping --[starred_actors]--> Sadie Frost
Neg LogProb(↓):   0.286561
Path Entropy(↓):  0.585714
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does rory cochrane appear in
Start Entity:     Rory Cochrane
Gold Answer:      [['The Low Life', 'Empire Records', 'Sunset Strip']]
Predicted Ans:    Empire Records
Predicted Path:   Rory Cochrane --[(INV) starred_actors]--> Empire Records --[starred_actors]--> Rory Cochrane --[(INV) starred_actors]--> Empire Records
Path (Raw):       Rory Cochrane --[(INV) starred_actors]--> Empire Records --[starred_actors]--> Rory Cochrane --[(INV) starred_actors]--> Empire Records
Neg LogProb(↓):   0.000627
Path Entropy(↓):  0.005562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of man hunt
Start Entity:     Man Hunt
Gold Answer:      [['The Shopworn Angel', 'Big Brown Eyes', 'Mrs. Parkington', 'The Rack', 'Voyage to the Bottom of the Sea', 'Scarlet Street', 'Blossoms in the Dust', 'Nick Carter, Master Detective', 'Command Decision', 'The Son of Monte Cristo', 'The Bad and the Beautiful', 'The Last Time I Saw Paris', 'The Man in the Iron Mask', 'Dark Command', 'Hollow Triumph', 'The Woman on the Beach', 'The Reckless Moment', 'Million Dollar Mermaid', 'Sky Murder', 'How Green Was My Valley', 'Mrs. Miniver', 'Dream Wife', 'Madame Curie', 'Too Hot to Handle', 'Father of the Bride', 'Forbidden Planet', 'Harry in Your Pocket', "There's Always Tomorrow", 'That Forsyte Woman', 'Calling Bulldog Drummond', 'Flight Command', 'Little Women', "Father's Little Dividend", "We're No Angels", 'Nob Hill']]
Predicted Ans:    Man Hunt
Predicted Path:   Man Hunt --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt
Path (Raw):       Man Hunt --[starred_actors]--> Joan Bennett --[No Operation]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt
Neg LogProb(↓):   0.443854
Path Entropy(↓):  0.987524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of allan corduner starred movies
Start Entity:     Allan Corduner
Gold Answer:      [['Mike Leigh']]
Predicted Ans:    Mike Leigh
Predicted Path:   Allan Corduner --[(INV) starred_actors]--> Topsy-Turvy --[written_by]--> Mike Leigh
Path (Raw):       Allan Corduner --[No Operation]--> Allan Corduner --[(INV) starred_actors]--> Topsy-Turvy --[written_by]--> Mike Leigh
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in bachelor party
Start Entity:     Bachelor Party
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Bachelor Party --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Path (Raw):       Bachelor Party --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Neg LogProb(↓):   0.780434
Path Entropy(↓):  2.108008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the new babylon
Start Entity:     The New Babylon
Gold Answer:      [['Richard Attenborough', 'Alan Bates', 'Sam Shepard', 'Diane Venora', 'Patrick Stewart', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'Paul Scofield', 'David Tennant', 'Anthony Hopkins', 'Glenn Close', 'Nicol Williamson', 'Mel Gibson', 'Kyle MacLachlan', 'Judy Parfitt', 'Marianne Faithfull']]
Predicted Ans:    Patrick Stewart
Predicted Path:   The New Babylon --[directed_by]--> Grigori Kozintsev --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       The New Babylon --[directed_by]--> Grigori Kozintsev --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   1.008167
Path Entropy(↓):  1.830584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed carried away
Start Entity:     Carried Away
Gold Answer:      [['1976', '1998', '2000', '1997', '2008', '1990', '2003', '2013']]
Predicted Ans:    1998
Predicted Path:   Carried Away --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> One Tough Cop --[release_year]--> 1998
Path (Raw):       Carried Away --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> One Tough Cop --[release_year]--> 1998
Neg LogProb(↓):   0.144447
Path Entropy(↓):  0.610793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did amber benson direct
Start Entity:     Amber Benson
Gold Answer:      [['Drones', 'Chance']]
Predicted Ans:    Drones
Predicted Path:   Amber Benson --[(INV) directed_by]--> Drones --[directed_by]--> Adam Busch --[(INV) directed_by]--> Drones
Path (Raw):       Amber Benson --[(INV) directed_by]--> Drones --[directed_by]--> Adam Busch --[(INV) directed_by]--> Drones
Neg LogProb(↓):   0.561689
Path Entropy(↓):  0.780472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie philadelphia, when was it released
Start Entity:     Philadelphia
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Philadelphia --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Philadelphia --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.666431
Path Entropy(↓):  4.343496
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the magic flute
Start Entity:     The Magic Flute
Gold Answer:      [['Richard Attenborough', 'Max von Sydow', 'Helena Bonham Carter', 'José Ferrer', 'Cary Grant', 'Lacey Chabert', 'Viggo Mortensen', 'Kate Beckinsale', 'Bibi Andersson', 'Anthony Hopkins', 'Glenn Close', 'Robert De Niro', 'Bryce Dallas Howard', 'Alphonsia Emmanuel', 'Brian Blessed', 'Liv Ullmann', 'Nicol Williamson', 'Michael Caine', 'Alan Bates', 'Kenneth Branagh', 'Erland Josephson', 'Sam Shepard', 'Stephen Fry', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Penny Downie', 'Oliver Ford Davies', 'Ethan Hawke', 'David Tennant', 'Wayne Knight', 'Ingrid Bergman', 'Rita Russek', 'Tom Hiddleston', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Diane Venora', 'Patrick Stewart', 'Paul Scofield', 'Cate Blanchett', 'Laurence Olivier', 'Lily James', 'Brandon Quinn', 'Mercedes McNab', 'Michael Fassbender', 'Richard Madden', 'Clark Gregg', 'Chris Hemsworth', 'Tygh Runyan', 'Bengt Ekerot', 'Mary Pickford', 'Marianne Faithfull', 'Kyle MacLachlan', 'Jude Law', 'Harriet Andersson', 'Gunnel Lindblom', 'Lena Nyman', 'Natalie Portman', 'Alicia Silverstone', 'Hugh Laurie', 'Bernadette Peters', 'Harold Pinter', 'Mel Gibson', 'Judy Parfitt', 'Derek Jacobi']]
Predicted Ans:    Max von Sydow
Predicted Path:   The Magic Flute --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> The Magician --[starred_actors]--> Max von Sydow
Path (Raw):       The Magic Flute --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> The Magician --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.753328
Path Entropy(↓):  1.556050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the wilby conspiracy
Start Entity:     The Wilby Conspiracy
Gold Answer:      [['Ralph Nelson']]
Predicted Ans:    Ralph Nelson
Predicted Path:   The Wilby Conspiracy --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Soldier Blue --[directed_by]--> Ralph Nelson
Path (Raw):       The Wilby Conspiracy --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Soldier Blue --[directed_by]--> Ralph Nelson
Neg LogProb(↓):   0.650671
Path Entropy(↓):  0.846092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did joseph heller write
Start Entity:     Joseph Heller
Gold Answer:      [['Dirty Dingus Magee', 'Catch-22']]
Predicted Ans:    Catch-22
Predicted Path:   Joseph Heller --[(INV) written_by]--> Catch-22 --[written_by]--> Joseph Heller --[(INV) written_by]--> Catch-22
Path (Raw):       Joseph Heller --[(INV) written_by]--> Catch-22 --[written_by]--> Joseph Heller --[(INV) written_by]--> Catch-22
Neg LogProb(↓):   0.009602
Path Entropy(↓):  0.054694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the cabin in the cotton
Start Entity:     The Cabin in the Cotton
Gold Answer:      [['Bing Crosby', 'Joan Caulfield', 'Elvis Presley', 'Joan Bennett', 'Cary Grant', 'Trevor Howard', 'George Brent', 'Bette Davis', 'Joe Morton', 'Patricia Neal', 'Lauren Bacall', 'Walter Connolly', 'James Cagney', 'Edward G. Robinson', 'Walter Matthau', 'Brenda Marshall', 'Ruth Chatterton', 'Eve Arden', 'Stuart Whitman', 'Miriam Hopkins', 'Ronald Reagan', 'Fay Wray', 'Ida Lupino', "Pat O'Brien", 'Stefania Sandrelli', 'Nehemiah Persoff', 'Robert De Niro', 'Claude Rains', 'William Holden', 'Sean Penn', 'Wayne Morris', 'William Frawley', 'Rex Ingram', 'Tony Randall', 'Eddie Hodges', 'Archie Moore', 'Walter Huston', 'Danny Kaye', 'Rosemary Clooney', 'Sydney Greenstreet', 'Lee Tracy', 'Alexander Knox', 'Alexis Smith', "George O'Brien", 'Michael Wilding', 'Allen Payne', 'Ina Balin', 'Richard Whorf', 'Karen Morley', 'Jeffrey Lynn', 'Paul Henreid', 'William Gargan', 'George Murphy', 'Doris Day', 'Audrey Totter', 'Glenda Farrell', 'Frank McHugh', 'Zachary Scott', 'Olivia de Havilland', 'Errol Flynn', 'Donald Crisp', 'Joan Crawford', 'John Wayne', 'Philip Dorn', 'Kirk Douglas', 'Lionel Atwill', 'Edmund Gwenn', 'Paul Muni', 'Humphrey Bogart', 'Dennis Morgan', 'Mickey Rooney', 'Ginny Simms', 'Aldo Ray', 'Sophia Loren', 'Basil Rathbone', 'Randolph Scott', 'Hoagy Carmichael', 'Eddie Griffin', 'Monty Woolley', 'Raymond Massey', 'Jack Carson', 'Ann Sheridan', 'Demi Moore', 'Alan Hale', 'Peter Ustinov', 'Ingrid Bergman', 'Joan Leslie', 'William Powell', 'David Brian', 'Dolores Costello', 'Carolyn Jones', 'Michèle Morgan', 'John Garfield', 'Boris Karloff', 'Jean Simmons', 'Spencer Tracy']]
Predicted Ans:    Joan Crawford
Predicted Path:   The Cabin in the Cotton --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Path (Raw):       The Cabin in the Cotton --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.892050
Path Entropy(↓):  1.936288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of tears of the sun is also the director of which movies
Start Entity:     Tears of the Sun
Gold Answer:      [['The Replacement Killers', "Brooklyn's Finest", 'King Arthur', 'Olympus Has Fallen', 'The Equalizer', 'Bait', 'Training Day', 'Shooter']]
Predicted Ans:    Training Day
Predicted Path:   Tears of the Sun --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Training Day
Path (Raw):       Tears of the Sun --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Training Day --[No Operation]--> Training Day
Neg LogProb(↓):   0.466710
Path Entropy(↓):  1.108188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is one 2 ka 4
Start Entity:     One 2 Ka 4
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   One 2 Ka 4 --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       One 2 Ka 4 --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.450409
Path Entropy(↓):  4.760838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film toy story 3 were in which languages
Start Entity:     Toy Story 3
Gold Answer:      [['French', 'Somali']]
Predicted Ans:    French
Predicted Path:   Toy Story 3 --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Path (Raw):       Toy Story 3 --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Neg LogProb(↓):   0.023386
Path Entropy(↓):  0.143173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of bullitt
Start Entity:     Bullitt
Gold Answer:      [['Samuel Fuller', 'Richard Fleischer', 'Otto Preminger']]
Predicted Ans:    Peter Yates
Predicted Path:   Bullitt --[written_by]--> Harry Kleiner --[(INV) written_by]--> Bullitt --[directed_by]--> Peter Yates
Path (Raw):       Bullitt --[written_by]--> Harry Kleiner --[(INV) written_by]--> Bullitt --[directed_by]--> Peter Yates
Neg LogProb(↓):   0.101812
Path Entropy(↓):  0.406366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie the express
Start Entity:     The Express
Gold Answer:      [['Chuck Logan', 'Scott Rosenberg', 'James Patterson', 'John Grisham', 'Anthony Peckham', 'Patrick Smith Kelly', 'Andrew Klavan', 'Sylvester Stallone', 'David Klass']]
Predicted Ans:    Gary Fleder
Predicted Path:   The Express --[written_by]--> Charles Leavitt --[(INV) written_by]--> The Express --[directed_by]--> Gary Fleder
Path (Raw):       The Express --[written_by]--> Charles Leavitt --[(INV) written_by]--> The Express --[directed_by]--> Gary Fleder
Neg LogProb(↓):   0.230083
Path Entropy(↓):  0.537506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by groundhog day writers
Start Entity:     Groundhog Day
Gold Answer:      [['Sport', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Groundhog Day --[written_by]--> Danny Rubin --[(INV) written_by]--> Groundhog Day --[has_genre]--> Comedy
Path (Raw):       Groundhog Day --[written_by]--> Danny Rubin --[(INV) written_by]--> Groundhog Day --[has_genre]--> Comedy
Neg LogProb(↓):   0.438076
Path Entropy(↓):  0.683949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with robert russell
Start Entity:     Robert Russell
Gold Answer:      [['Lewis R. Foster', 'Frank Ross', 'Richard Flournoy']]
Predicted Ans:    Robert Russell
Predicted Path:   Robert Russell --[(INV) written_by]--> The More the Merrier --[written_by]--> Robert Russell
Path (Raw):       Robert Russell --[No Operation]--> Robert Russell --[(INV) written_by]--> The More the Merrier --[written_by]--> Robert Russell
Neg LogProb(↓):   0.031125
Path Entropy(↓):  0.162096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in cradle of fear
Start Entity:     Cradle of Fear
Gold Answer:      [['Dani Filth']]
Predicted Ans:    Dani Filth
Predicted Path:   Cradle of Fear --[starred_actors]--> Dani Filth --[(INV) starred_actors]--> Cradle of Fear --[starred_actors]--> Dani Filth
Path (Raw):       Cradle of Fear --[starred_actors]--> Dani Filth --[(INV) starred_actors]--> Cradle of Fear --[starred_actors]--> Dani Filth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by juan carlos maneglia
Start Entity:     Juan Carlos Maneglia
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Juan Carlos Maneglia --[(INV) written_by]--> 7 Boxes --[in_language]--> Spanish
Path (Raw):       Juan Carlos Maneglia --[No Operation]--> Juan Carlos Maneglia --[(INV) written_by]--> 7 Boxes --[in_language]--> Spanish
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by the descendants actors
Start Entity:     The Descendants
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Descendants --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Path (Raw):       The Descendants --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Neg LogProb(↓):   0.401706
Path Entropy(↓):  0.884996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by deanna durbin
Start Entity:     Deanna Durbin
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[has_genre]--> Comedy
Path (Raw):       Deanna Durbin --[No Operation]--> Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[has_genre]--> Comedy
Neg LogProb(↓):   0.520240
Path Entropy(↓):  0.939266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by d'urville martin starred who
Start Entity:     D'Urville Martin
Gold Answer:      [['Rudy Ray Moore']]
Predicted Ans:    Rudy Ray Moore
Predicted Path:   D'Urville Martin --[(INV) directed_by]--> Dolemite --[starred_actors]--> Rudy Ray Moore
Path (Raw):       D'Urville Martin --[No Operation]--> D'Urville Martin --[(INV) directed_by]--> Dolemite --[starred_actors]--> Rudy Ray Moore
Neg LogProb(↓):   0.006854
Path Entropy(↓):  0.044233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by francesco rosi in
Start Entity:     Francesco Rosi
Gold Answer:      [['Italian', 'French', 'Spanish', 'German']]
Predicted Ans:    Spanish
Predicted Path:   Francesco Rosi --[(INV) directed_by]--> Carmen --[in_language]--> Spanish
Path (Raw):       Francesco Rosi --[No Operation]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[in_language]--> Spanish
Neg LogProb(↓):   0.313386
Path Entropy(↓):  0.614645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by bobb'e j. thompson fall under
Start Entity:     Bobb'e J. Thompson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bobb'e J. Thompson --[(INV) starred_actors]--> Role Models --[has_genre]--> Comedy
Path (Raw):       Bobb'e J. Thompson --[No Operation]--> Bobb'e J. Thompson --[(INV) starred_actors]--> Role Models --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the last man on earth in
Start Entity:     The Last Man on Earth
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Last Man on Earth --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General --[in_language]--> English
Path (Raw):       The Last Man on Earth --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General --[in_language]--> English
Neg LogProb(↓):   0.062461
Path Entropy(↓):  0.235702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by virginia weidler fall under
Start Entity:     Virginia Weidler
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Virginia Weidler --[(INV) starred_actors]--> Best Foot Forward --[has_genre]--> Comedy
Path (Raw):       Virginia Weidler --[No Operation]--> Virginia Weidler --[(INV) starred_actors]--> Best Foot Forward --[has_genre]--> Comedy
Neg LogProb(↓):   0.000745
Path Entropy(↓):  0.006626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in bloodrayne
Start Entity:     BloodRayne
Gold Answer:      [['Walter Hill', 'Karen McCullah', 'Kirsten Smith', 'Carol Sobieski', 'Quentin Tarantino', 'William Whitehurst', 'Olivier Assayas', 'Jim Thompson', 'Joseph D. Pistone', 'Richard Woodley', 'Chiho Katsura', 'Ramón Menéndez', 'John Dahl', 'Ted Dekker', 'Tom Musca', 'Mark Bowden', 'Peter Facinelli', 'Amanda Brown', 'Darren Aronofsky', 'Andre Fabrizio', 'Jeremy Passmore', 'David Twohy', 'Lucas Sussman', 'Paul Attanasio']]
Predicted Ans:    Olivier Assayas
Predicted Path:   BloodRayne --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[written_by]--> Olivier Assayas
Path (Raw):       BloodRayne --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[written_by]--> Olivier Assayas
Neg LogProb(↓):   1.305162
Path Entropy(↓):  1.058151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for silver streak
Start Entity:     Silver Streak
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Silver Streak --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Silver Streak --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.275735
Path Entropy(↓):  4.447958
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in locke
Start Entity:     Locke
Gold Answer:      [['Olivia Colman', 'Ruth Wilson', 'Tom Hardy', 'Andrew Scott']]
Predicted Ans:    Tom Hardy
Predicted Path:   Locke --[starred_actors]--> Tom Hardy --[(INV) starred_actors]--> Locke --[starred_actors]--> Tom Hardy
Path (Raw):       Locke --[starred_actors]--> Tom Hardy --[(INV) starred_actors]--> Locke --[starred_actors]--> Tom Hardy
Neg LogProb(↓):   0.079512
Path Entropy(↓):  0.384744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by john quaintance
Start Entity:     John Quaintance
Gold Answer:      [['Anjelica Huston', 'Haylie Duff']]
Predicted Ans:    Anjelica Huston
Predicted Path:   John Quaintance --[(INV) written_by]--> Material Girls --[starred_actors]--> Anjelica Huston
Path (Raw):       John Quaintance --[No Operation]--> John Quaintance --[(INV) written_by]--> Material Girls --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by jon avnet
Start Entity:     Jon Avnet
Gold Answer:      [['50 Cent', 'Alicia Witt', 'Jessica Tandy', 'Amy Brenneman', 'Bai Ling', 'Elijah Wood', 'Kevin Costner', 'Mary Stuart Masterson', 'Richard Gere', 'Leelee Sobieski', 'Al Pacino', 'Kathy Bates', 'Bradley Whitford', 'Robert De Niro', 'Mare Winningham', 'Carla Gugino']]
Predicted Ans:    Kevin Costner
Predicted Path:   Jon Avnet --[(INV) directed_by]--> The War --[starred_actors]--> Kevin Costner
Path (Raw):       Jon Avnet --[No Operation]--> Jon Avnet --[(INV) directed_by]--> The War --[starred_actors]--> Kevin Costner
Neg LogProb(↓):   1.021856
Path Entropy(↓):  1.865541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the mob
Start Entity:     The Mob
Gold Answer:      [['David Dortort', 'Horace McCoy', 'Claude Stanush', 'Max Catto']]
Predicted Ans:    David Dortort
Predicted Path:   The Mob --[directed_by]--> Robert Parrish --[(INV) directed_by]--> The Lusty Men --[written_by]--> David Dortort
Path (Raw):       The Mob --[directed_by]--> Robert Parrish --[(INV) directed_by]--> The Lusty Men --[written_by]--> David Dortort
Neg LogProb(↓):   0.613905
Path Entropy(↓):  1.060388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did lee h. katzin direct
Start Entity:     Lee H. Katzin
Gold Answer:      [['What Ever Happened to Aunt Alice?', 'Le Mans']]
Predicted Ans:    Le Mans
Predicted Path:   Lee H. Katzin --[(INV) directed_by]--> Le Mans --[directed_by]--> Lee H. Katzin --[(INV) directed_by]--> Le Mans
Path (Raw):       Lee H. Katzin --[(INV) directed_by]--> Le Mans --[directed_by]--> Lee H. Katzin --[(INV) directed_by]--> Le Mans
Neg LogProb(↓):   0.107764
Path Entropy(↓):  0.409275
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by paul marcarelli starred which actors
Start Entity:     Paul Marcarelli
Gold Answer:      [['Illeana Douglas', 'Jason Butler Harner', 'Cheyenne Jackson']]
Predicted Ans:    Illeana Douglas
Predicted Path:   Paul Marcarelli --[(INV) written_by]--> The Green --[starred_actors]--> Illeana Douglas
Path (Raw):       Paul Marcarelli --[No Operation]--> Paul Marcarelli --[(INV) written_by]--> The Green --[starred_actors]--> Illeana Douglas
Neg LogProb(↓):   0.077124
Path Entropy(↓):  0.309986
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed abraham's valley
Start Entity:     Abraham's Valley
Gold Answer:      [['French', 'Portuguese']]
Predicted Ans:    French
Predicted Path:   Abraham's Valley --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Voyage to the Beginning of the World --[in_language]--> French
Path (Raw):       Abraham's Valley --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Voyage to the Beginning of the World --[in_language]--> French
Neg LogProb(↓):   0.762429
Path Entropy(↓):  1.512477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote tin cup
Start Entity:     Tin Cup
Gold Answer:      [['Lena Olin', 'Nick Nolte', 'Kurt Russell', 'Paul Newman', 'Woody Harrelson', 'Antonio Banderas', 'Harrison Ford', 'Tim Robbins', 'Wesley Snipes', 'Lolita Davidovich', 'Susan Sarandon', 'Tom Sizemore', 'Kevin Costner', 'Robin Williams', 'Trey Wilson', 'Josh Hartnett', 'Tommy Lee Jones', 'Bruce Greenwood']]
Predicted Ans:    Kevin Costner
Predicted Path:   Tin Cup --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[starred_actors]--> Kevin Costner
Path (Raw):       Tin Cup --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[starred_actors]--> Kevin Costner
Neg LogProb(↓):   0.573078
Path Entropy(↓):  1.350292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed bound for glory
Start Entity:     Bound for Glory
Gold Answer:      [['Bruce Dern', 'Ruth Gordon', "Michael O'Keefe", 'Jack Nicholson', 'Jane Fonda', 'Goldie Hawn', 'Lee Grant', 'Warren Beatty', 'Jack Warden', 'Rebecca De Mornay', 'Pearl Bailey', 'Diana Sands', 'Bud Cort', 'Vivian Pickles', 'Shirley MacLaine', 'Jon Voight', 'Melvyn Douglas', 'Jeff Bridges', 'Randy Quaid', 'Julie Christie', 'Rosanna Arquette', 'Beau Bridges', 'Burt Young', 'Peter Sellers']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Bound for Glory --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[starred_actors]--> Jeff Bridges
Path (Raw):       Bound for Glory --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.856619
Path Entropy(↓):  1.689628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie hero released
Start Entity:     Hero
Gold Answer:      [['2002']]
Predicted Ans:    1992
Predicted Path:   Hero --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       Hero --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.392040
Path Entropy(↓):  5.221471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - wrote films with michael sarne
Start Entity:     Michael Sarne
Gold Answer:      [['Gore Vidal']]
Predicted Ans:    Gore Vidal
Predicted Path:   Michael Sarne --[(INV) written_by]--> Myra Breckinridge --[written_by]--> Gore Vidal
Path (Raw):       Michael Sarne --[No Operation]--> Michael Sarne --[(INV) written_by]--> Myra Breckinridge --[written_by]--> Gore Vidal
Neg LogProb(↓):   0.000134
Path Entropy(↓):  0.001329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was little man tate released
Start Entity:     Little Man Tate
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Little Man Tate --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Little Man Tate --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   2.873756
Path Entropy(↓):  4.334521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of double wedding also wrote which movies
Start Entity:     Double Wedding
Gold Answer:      [['The Westerner', 'One, Two, Three', 'Carousel', 'The Pride of the Yankees', 'Pennies from Heaven', 'Tales of Manhattan', 'The Bride Wore Red', 'Crash Dive', 'Leave Her to Heaven', 'Platinum Blonde', 'The Good Fairy', 'Liliom', 'A Lady Takes a Chance', 'The Swan', 'Ladies of Leisure', 'Guys and Dolls', "The Whole Town's Talking", 'Forbidden']]
Predicted Ans:    Guys and Dolls
Predicted Path:   Double Wedding --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls
Path (Raw):       Double Wedding --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls --[No Operation]--> Guys and Dolls
Neg LogProb(↓):   0.167347
Path Entropy(↓):  0.726407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film murders in the zoo
Start Entity:     Murders in the Zoo
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   Murders in the Zoo --[release_year]--> 1933 --[(INV) release_year]--> Secrets --[release_year]--> 1933
Path (Raw):       Murders in the Zoo --[release_year]--> 1933 --[(INV) release_year]--> Secrets --[release_year]--> 1933
Neg LogProb(↓):   2.261247
Path Entropy(↓):  3.544455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did tony danza star in
Start Entity:     Tony Danza
Gold Answer:      [["She's Out of Control", 'Angels in the Outfield', 'Going Ape!', 'Don Jon']]
Predicted Ans:    Going Ape!
Predicted Path:   Tony Danza --[(INV) starred_actors]--> Going Ape! --[starred_actors]--> Jessica Walter --[(INV) starred_actors]--> Going Ape!
Path (Raw):       Tony Danza --[(INV) starred_actors]--> Going Ape! --[starred_actors]--> Jessica Walter --[(INV) starred_actors]--> Going Ape!
Neg LogProb(↓):   0.270019
Path Entropy(↓):  0.708149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in elysium
Start Entity:     Elysium
Gold Answer:      [['Thai', 'English', 'French', 'German']]
Predicted Ans:    French
Predicted Path:   Elysium --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Path (Raw):       Elysium --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Neg LogProb(↓):   0.009602
Path Entropy(↓):  0.054358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the lost patrol
Start Entity:     The Lost Patrol
Gold Answer:      [['Bing Crosby', 'Marguerite Churchill', 'Van Johnson', 'Vera Miles', 'Claire Trevor', 'Ethel Barrymore', 'Cary Grant', 'Gary Cooper', 'John Carradine', 'Walter Catlett', 'Alex Cord', 'Philip Merivale', 'Katharine Hepburn', 'Raymond Massey', 'Michael Redgrave', 'Andy Devine', 'Colin Clive', 'Gloria Holden', 'Jeanne Crain', 'Edward Van Sloan', 'Otto Kruger', 'Winona Ryder', 'Bette Davis', 'Ingrid Bergman', 'Mary Fuller', 'Charles Ogle', 'Augustus Phillips', 'Preston Foster', 'Heather Angel', 'Margot Grahame', 'Thomas Mitchell', 'John Wayne', 'James Stephenson', 'Laurence Olivier', 'Mike Connors', 'Judith Anderson', 'Akim Tamiroff', 'Katina Paxinou', 'Alexander Knox', 'Ian Hunter', 'Rosalind Russell', 'Barry Fitzgerald', 'Charles Drake', 'Boris Karloff', 'Karin Booth', 'John Boles', 'Mae Clarke', 'Billy Chapin', 'Joan Fontaine', 'Herbert Marshall', 'Jeanne Eagels', 'Ethel Waters', 'Victor McLaglen', 'Peter Lorre']]
Predicted Ans:    Bing Crosby
Predicted Path:   The Lost Patrol --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[starred_actors]--> Bing Crosby
Path (Raw):       The Lost Patrol --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[starred_actors]--> Bing Crosby
Neg LogProb(↓):   0.981158
Path Entropy(↓):  1.694044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of brain dead
Start Entity:     Brain Dead
Gold Answer:      [['Horror', 'Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Brain Dead --[written_by]--> Charles Beaumont --[(INV) written_by]--> 7 Faces of Dr. Lao --[has_genre]--> Fantasy
Path (Raw):       Brain Dead --[written_by]--> Charles Beaumont --[(INV) written_by]--> 7 Faces of Dr. Lao --[has_genre]--> Fantasy
Neg LogProb(↓):   0.009823
Path Entropy(↓):  0.057905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dakota were in which genres
Start Entity:     Dakota
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dakota --[starred_actors]--> Ward Bond --[(INV) starred_actors]--> The Quiet Man --[has_genre]--> Comedy
Path (Raw):       Dakota --[starred_actors]--> Ward Bond --[(INV) starred_actors]--> The Quiet Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.980572
Path Entropy(↓):  2.116352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote dog day
Start Entity:     Dog Day
Gold Answer:      [['Yves Boisset']]
Predicted Ans:    Yves Boisset
Predicted Path:   Dog Day --[written_by]--> Yves Boisset --[(INV) written_by]--> Dog Day --[written_by]--> Yves Boisset
Path (Raw):       Dog Day --[written_by]--> Yves Boisset --[(INV) written_by]--> Dog Day --[written_by]--> Yves Boisset
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the banishment fall under
Start Entity:     The Banishment
Gold Answer:      [['Drama', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Banishment --[written_by]--> William Saroyan --[(INV) written_by]--> The Human Comedy --[has_genre]--> Comedy
Path (Raw):       The Banishment --[written_by]--> William Saroyan --[(INV) written_by]--> The Human Comedy --[has_genre]--> Comedy
Neg LogProb(↓):   0.657878
Path Entropy(↓):  1.140455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie cloud atlas were released in which years
Start Entity:     Cloud Atlas
Gold Answer:      [['1998', '2000', '1997', '2009', '2006', '2002']]
Predicted Ans:    2000
Predicted Path:   Cloud Atlas --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> The Princess and the Warrior --[release_year]--> 2000
Path (Raw):       Cloud Atlas --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> The Princess and the Warrior --[release_year]--> 2000
Neg LogProb(↓):   0.816258
Path Entropy(↓):  1.055009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie the children of noisy village were in which languages
Start Entity:     The Children of Noisy Village
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   The Children of Noisy Village --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The Brothers Lionheart --[in_language]--> Swedish
Path (Raw):       The Children of Noisy Village --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The Brothers Lionheart --[in_language]--> Swedish
Neg LogProb(↓):   0.011968
Path Entropy(↓):  0.068164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of show me
Start Entity:     Show Me
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Show Me --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Show Me --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.624271
Path Entropy(↓):  4.228156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by mary woronov were in which genres
Start Entity:     Mary Woronov
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mary Woronov --[(INV) starred_actors]--> Scenes from the Class Struggle in Beverly Hills --[has_genre]--> Comedy
Path (Raw):       Mary Woronov --[No Operation]--> Mary Woronov --[(INV) starred_actors]--> Scenes from the Class Struggle in Beverly Hills --[has_genre]--> Comedy
Neg LogProb(↓):   0.195708
Path Entropy(↓):  0.468676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of john kerr written films
Start Entity:     John Kerr
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   John Kerr --[(INV) written_by]--> A Dangerous Method --[release_year]--> 2011
Path (Raw):       John Kerr --[No Operation]--> John Kerr --[(INV) written_by]--> A Dangerous Method --[release_year]--> 2011
Neg LogProb(↓):   0.000197
Path Entropy(↓):  0.001941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by peter dinklage
Start Entity:     Peter Dinklage
Gold Answer:      [['Assi Dayan', 'Peter Helliar', 'Dean Craig']]
Predicted Ans:    Assi Dayan
Predicted Path:   Peter Dinklage --[(INV) starred_actors]--> The Angriest Man in Brooklyn --[written_by]--> Assi Dayan
Path (Raw):       Peter Dinklage --[No Operation]--> Peter Dinklage --[(INV) starred_actors]--> The Angriest Man in Brooklyn --[written_by]--> Assi Dayan
Neg LogProb(↓):   0.356517
Path Entropy(↓):  0.706227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of walter hampden starred movies
Start Entity:     Walter Hampden
Gold Answer:      [['L.C. Moyzisch', 'Michael Wilson']]
Predicted Ans:    Michael Wilson
Predicted Path:   Walter Hampden --[(INV) starred_actors]--> 5 Fingers --[written_by]--> Michael Wilson
Path (Raw):       Walter Hampden --[No Operation]--> Walter Hampden --[(INV) starred_actors]--> 5 Fingers --[written_by]--> Michael Wilson
Neg LogProb(↓):   0.000847
Path Entropy(↓):  0.006838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film waiting to exhale were in which genres
Start Entity:     Waiting to Exhale
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Waiting to Exhale --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Hope Floats --[has_genre]--> Drama
Path (Raw):       Waiting to Exhale --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Hope Floats --[has_genre]--> Drama
Neg LogProb(↓):   0.146834
Path Entropy(↓):  0.468853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film i love you, don't touch me! were released in which years
Start Entity:     I Love You, Don't Touch Me!
Gold Answer:      [['2001', '2009']]
Predicted Ans:    2001
Predicted Path:   I Love You, Don't Touch Me! --[directed_by]--> Julie Davis --[(INV) directed_by]--> All Over the Guy --[release_year]--> 2001
Path (Raw):       I Love You, Don't Touch Me! --[directed_by]--> Julie Davis --[(INV) directed_by]--> All Over the Guy --[release_year]--> 2001
Neg LogProb(↓):   0.597673
Path Entropy(↓):  0.719977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of carlo collodi
Start Entity:     Carlo Collodi
Gold Answer:      [['Ted Sears', 'Roberto Benigni', 'William Cottrell', 'Steve Barron', 'Webb Smith', 'Otto Englander', 'Erdman Penner', 'Aurelius Battaglia', 'Joseph Sabo']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Carlo Collodi --[(INV) written_by]--> Pinocchio --[written_by]--> Roberto Benigni
Path (Raw):       Carlo Collodi --[No Operation]--> Carlo Collodi --[(INV) written_by]--> Pinocchio --[written_by]--> Roberto Benigni
Neg LogProb(↓):   0.861856
Path Entropy(↓):  1.158208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed black robe
Start Entity:     Black Robe
Gold Answer:      [['Marilyn Levy', 'Larry Gelbart', 'Kenneth G. Ross', 'Stephen Katz', 'John Darrouzet', 'Horton Foote', 'Charlie Peters', 'William Boyd', 'Bruce Beresford', 'Beth Henley', 'Alfred Uhry']]
Predicted Ans:    Bruce Beresford
Predicted Path:   Black Robe --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[written_by]--> Bruce Beresford
Path (Raw):       Black Robe --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[written_by]--> Bruce Beresford
Neg LogProb(↓):   0.747632
Path Entropy(↓):  1.508929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the trials of cate mccall
Start Entity:     The Trials of Cate McCall
Gold Answer:      [['Karen Moncrieff']]
Predicted Ans:    Karen Moncrieff
Predicted Path:   The Trials of Cate McCall --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Trials of Cate McCall --[directed_by]--> Karen Moncrieff
Path (Raw):       The Trials of Cate McCall --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Trials of Cate McCall --[directed_by]--> Karen Moncrieff
Neg LogProb(↓):   0.052202
Path Entropy(↓):  0.221438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the young in heart
Start Entity:     The Young in Heart
Gold Answer:      [['Norman Z. McLeod', 'George Cukor', 'J. Lee Thompson', 'Cecil B. DeMille', 'Andrew Marton', 'Frank Tuttle', 'John Huston', 'Mark Sandrich', 'William A. Wellman', 'Gary Sherman', 'Leslie Fenton', 'Frank Borzage', 'Walter Lang', 'King Vidor', 'Nick Grinde', 'George Marshall', 'Henry King', 'Elliott Nugent', 'Mitchell Leisen', 'Arnold Laven', 'René Clair', 'Alexander Korda', 'Oliver Parker', 'George Stevens', 'Paul Leni', 'Robert Stevenson', 'Jean Renoir', 'Compton Bennett']]
Predicted Ans:    Oliver Parker
Predicted Path:   The Young in Heart --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Path (Raw):       The Young in Heart --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Neg LogProb(↓):   0.162360
Path Entropy(↓):  0.616322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote city of joy
Start Entity:     City of Joy
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   City of Joy --[written_by]--> Mark Medoff --[(INV) written_by]--> Clara's Heart --[has_genre]--> Drama
Path (Raw):       City of Joy --[written_by]--> Mark Medoff --[(INV) written_by]--> Clara's Heart --[has_genre]--> Drama
Neg LogProb(↓):   0.102033
Path Entropy(↓):  0.396192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did robert b. parker write
Start Entity:     Robert B. Parker
Gold Answer:      [['Appaloosa']]
Predicted Ans:    Appaloosa
Predicted Path:   Robert B. Parker --[(INV) written_by]--> Appaloosa --[written_by]--> Robert B. Parker --[(INV) written_by]--> Appaloosa
Path (Raw):       Robert B. Parker --[(INV) written_by]--> Appaloosa --[written_by]--> Robert B. Parker --[(INV) written_by]--> Appaloosa
Neg LogProb(↓):   0.000855
Path Entropy(↓):  0.007444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in ride in the whirlwind
Start Entity:     Ride in the Whirlwind
Gold Answer:      [['Millie Perkins', 'Jack Nicholson']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Ride in the Whirlwind --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> Back Door to Hell --[starred_actors]--> Jack Nicholson
Path (Raw):       Ride in the Whirlwind --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> Back Door to Hell --[starred_actors]--> Jack Nicholson
Neg LogProb(↓):   0.168424
Path Entropy(↓):  0.697250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the accidental husband
Start Entity:     The Accidental Husband
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Accidental Husband --[directed_by]--> Griffin Dunne --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       The Accidental Husband --[directed_by]--> Griffin Dunne --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.012503
Path Entropy(↓):  0.072175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the fly is also the director of which films
Start Entity:     The Fly
Gold Answer:      [['Eastern Promises', 'Spider', 'The Dead Zone', 'Scanners', 'Crash', 'Kronos', 'Rocketship X-M', 'Bad Boy', 'Maps to the Stars', 'Videodrome', 'Rabid', 'The Brood', 'Stereo', 'A History of Violence', 'A Dangerous Method', 'Cosmopolis', 'M. Butterfly', 'Naked Lunch', 'Dead Ringers', 'Crimes of the Future']]
Predicted Ans:    Rabid
Predicted Path:   The Fly --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Rabid
Path (Raw):       The Fly --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Rabid --[No Operation]--> Rabid
Neg LogProb(↓):   1.112836
Path Entropy(↓):  2.209389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in baseketball
Start Entity:     BASEketball
Gold Answer:      [['Matt Stone', 'Dian Bachar', 'Yasmine Bleeth', 'Trey Parker']]
Predicted Ans:    Yasmine Bleeth
Predicted Path:   BASEketball --[starred_actors]--> Yasmine Bleeth --[(INV) starred_actors]--> BASEketball --[starred_actors]--> Yasmine Bleeth
Path (Raw):       BASEketball --[starred_actors]--> Yasmine Bleeth --[(INV) starred_actors]--> BASEketball --[starred_actors]--> Yasmine Bleeth
Neg LogProb(↓):   0.022905
Path Entropy(↓):  0.124534
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by bernard mceveety in
Start Entity:     Bernard McEveety
Gold Answer:      [['Drama', 'Western', 'Adventure']]
Predicted Ans:    Western
Predicted Path:   Bernard McEveety --[(INV) directed_by]--> One Little Indian --[has_genre]--> Western
Path (Raw):       Bernard McEveety --[No Operation]--> Bernard McEveety --[(INV) directed_by]--> One Little Indian --[has_genre]--> Western
Neg LogProb(↓):   0.306256
Path Entropy(↓):  0.616813
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed born reckless
Start Entity:     Born Reckless
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', "Eugene O'Neill", 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'Samuel Hoffenstein', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Sy Gomberg', 'Dorothy M. Johnson', 'James Gould Cozzens', 'Winston Miller', 'Richard Llewellyn', 'Walter D. Edmonds', 'Frank S. Nugent', 'Roy Huggins', "Liam O'Flaherty", 'James Warner Bellah', 'Maxwell Anderson', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Philip MacDonald', 'Robert Riskin', 'Maurice Walsh', 'Will Cook', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Salka Viertel', 'Helen Jerome', 'Garrett Fort', "Sean O'Casey", 'John McCormick', 'William L. White', 'Graham Greene', 'Thomas Heggen', 'Waclaw Gasiorowski', 'Norah Lofts', 'Erskine Caldwell', 'James Norman Hall', 'Dan Gordon', 'W.R. Burnett', 'James Kevin McGuinness', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Marty Maher', 'Willis Goldbeck']]
Predicted Ans:    Dudley Nichols
Predicted Path:   Born Reckless --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach --[written_by]--> Dudley Nichols
Path (Raw):       Born Reckless --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach --[written_by]--> Dudley Nichols
Neg LogProb(↓):   1.920034
Path Entropy(↓):  2.571051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film double jeopardy
Start Entity:     Double Jeopardy
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1977', '2007', '1998', '2009', '2010', '2004', '1947', '2014', '1994', '1995', '1990', '1989', '1996', '2002', '2012', '2011', '1988', '1978', '2000', '1997', '1975', '2005', '1999', '1987', '1986']]
Predicted Ans:    1995
Predicted Path:   Double Jeopardy --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Path (Raw):       Double Jeopardy --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Neg LogProb(↓):   0.531459
Path Entropy(↓):  1.359524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does michael shannon appear in
Start Entity:     Michael Shannon
Gold Answer:      [['Return', 'The Iceman', 'Young Ones', 'The Missing Person', 'Man of Steel', 'Take Shelter', 'Bug', '99 Homes', 'Shotgun Stories', 'Machine Gun Preacher', 'The Runaways']]
Predicted Ans:    The Iceman
Predicted Path:   Michael Shannon --[(INV) starred_actors]--> The Iceman --[written_by]--> Ariel Vromen --[(INV) written_by]--> The Iceman
Path (Raw):       Michael Shannon --[(INV) starred_actors]--> The Iceman --[written_by]--> Ariel Vromen --[(INV) written_by]--> The Iceman
Neg LogProb(↓):   0.126693
Path Entropy(↓):  0.550444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by alejandro rey
Start Entity:     Alejandro Rey
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alejandro Rey --[(INV) starred_actors]--> Moscow on the Hudson --[has_genre]--> Comedy
Path (Raw):       Alejandro Rey --[No Operation]--> Alejandro Rey --[(INV) starred_actors]--> Moscow on the Hudson --[has_genre]--> Comedy
Neg LogProb(↓):   0.396786
Path Entropy(↓):  0.632410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of terribly happy
Start Entity:     Terribly Happy
Gold Answer:      [['Jesper Asholt']]
Predicted Ans:    Jesper Asholt
Predicted Path:   Terribly Happy --[written_by]--> Erling Jepsen --[(INV) written_by]--> The Art of Crying --[starred_actors]--> Jesper Asholt
Path (Raw):       Terribly Happy --[written_by]--> Erling Jepsen --[(INV) written_by]--> The Art of Crying --[starred_actors]--> Jesper Asholt
Neg LogProb(↓):   0.000195
Path Entropy(↓):  0.001904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by mark handley starred who
Start Entity:     Mark Handley
Gold Answer:      [['Richard Libertini', 'Liam Neeson', 'Natasha Richardson', 'Jodie Foster']]
Predicted Ans:    Liam Neeson
Predicted Path:   Mark Handley --[(INV) written_by]--> Nell --[starred_actors]--> Liam Neeson
Path (Raw):       Mark Handley --[No Operation]--> Mark Handley --[(INV) written_by]--> Nell --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.059224
Path Entropy(↓):  0.237656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by brant daugherty
Start Entity:     Brant Daugherty
Gold Answer:      [['Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Aaron Seltzer
Predicted Path:   Brant Daugherty --[(INV) starred_actors]--> The Starving Games --[written_by]--> Aaron Seltzer
Path (Raw):       Brant Daugherty --[No Operation]--> Brant Daugherty --[(INV) starred_actors]--> The Starving Games --[written_by]--> Aaron Seltzer
Neg LogProb(↓):   0.299635
Path Entropy(↓):  0.571916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in blackjack
Start Entity:     Blackjack
Gold Answer:      [['Dolph Lundgren']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Blackjack --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[starred_actors]--> Dolph Lundgren
Path (Raw):       Blackjack --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[starred_actors]--> Dolph Lundgren
Neg LogProb(↓):   0.018953
Path Entropy(↓):  0.112271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bob roberts were released in which years
Start Entity:     Bob Roberts
Gold Answer:      [['1988', '2000', '1997', '2001', '2008', '1990', '2003', '1992', '1989', '2005', '2012', '1994', '1999', '1987', '1986', '2007']]
Predicted Ans:    1988
Predicted Path:   Bob Roberts --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Bull Durham --[release_year]--> 1988
Path (Raw):       Bob Roberts --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Bull Durham --[release_year]--> 1988
Neg LogProb(↓):   0.637270
Path Entropy(↓):  1.491836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in haider
Start Entity:     Haider
Gold Answer:      [['Tabu', 'Kay Kay Menon', 'Shraddha Kapoor', 'Shahid Kapoor']]
Predicted Ans:    Kay Kay Menon
Predicted Path:   Haider --[starred_actors]--> Kay Kay Menon --[(INV) starred_actors]--> Haider --[starred_actors]--> Kay Kay Menon
Path (Raw):       Haider --[starred_actors]--> Kay Kay Menon --[(INV) starred_actors]--> Haider --[starred_actors]--> Kay Kay Menon
Neg LogProb(↓):   0.013047
Path Entropy(↓):  0.079074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the secret six
Start Entity:     The Secret Six
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'Victor Sjöström', 'King Vidor', 'Franco Zeffirelli', 'George W. Hill', 'Clarence Brown', 'J. Walter Ruben']]
Predicted Ans:    George Cukor
Predicted Path:   The Secret Six --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[directed_by]--> George Cukor
Path (Raw):       The Secret Six --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[directed_by]--> George Cukor
Neg LogProb(↓):   0.661296
Path Entropy(↓):  1.235241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of inland empire
Start Entity:     Inland Empire
Gold Answer:      [['1980', '1997', '2001', '1990', '1982', '1999', '1986', '1984', '1977']]
Predicted Ans:    1977
Predicted Path:   Inland Empire --[directed_by]--> David Lynch --[(INV) directed_by]--> Eraserhead --[release_year]--> 1977
Path (Raw):       Inland Empire --[directed_by]--> David Lynch --[(INV) directed_by]--> Eraserhead --[release_year]--> 1977
Neg LogProb(↓):   1.164453
Path Entropy(↓):  1.731792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film dead men tell
Start Entity:     Dead Men Tell
Gold Answer:      [['Philip Wylie', 'Earl Derr Biggers']]
Predicted Ans:    Philip Wylie
Predicted Path:   Dead Men Tell --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Path (Raw):       Dead Men Tell --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Neg LogProb(↓):   0.016116
Path Entropy(↓):  0.101744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film albert nobbs
Start Entity:     Albert Nobbs
Gold Answer:      [['Christopher Hampton', 'Michael Almereyda', 'Boris Pasternak', 'Andrew W. Marlowe', 'Dodie Smith', 'Franco Zeffirelli', 'Rose Troche', 'William Shakespeare', 'Jon Blair', 'Kenneth Branagh', 'Patricia MacLachlan', 'Grigori Kozintsev', 'John Irving', 'James Dearden', 'Ira Levin', 'Lawrence Kasdan', 'Bob Tzudiker', 'Noni White', 'Reinhard Klooss', 'Steve Tesich', 'Jessica Postigo', 'Mike Disa', 'Choderlos de Laclos', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'William Goldman', 'Bernard Malamud', 'Edgar Rice Burroughs', 'Tony Richardson', 'Anne Frank', 'Paul Rudnick', 'Tab Murphy', 'John Hughes', 'Jonathan Gems', 'Bruce Beresford']]
Predicted Ans:    William Shakespeare
Predicted Path:   Albert Nobbs --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Path (Raw):       Albert Nobbs --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Neg LogProb(↓):   2.409435
Path Entropy(↓):  2.847021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the tough ones were in which languages
Start Entity:     The Tough Ones
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Tough Ones --[directed_by]--> Aleksi Mäkelä --[(INV) directed_by]--> Bad Boys --[in_language]--> Finnish
Path (Raw):       The Tough Ones --[directed_by]--> Aleksi Mäkelä --[(INV) directed_by]--> Bad Boys --[in_language]--> Finnish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by dagur kari were in which genres
Start Entity:     Dagur Kári
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dagur Kári --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Path (Raw):       Dagur Kári --[No Operation]--> Dagur Kári --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Neg LogProb(↓):   0.392790
Path Entropy(↓):  0.631719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with day watch fall under
Start Entity:     Day Watch
Gold Answer:      [['Fantasy', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Day Watch --[written_by]--> Sergey Lukyanenko --[(INV) written_by]--> Day Watch --[has_genre]--> Action
Path (Raw):       Day Watch --[written_by]--> Sergey Lukyanenko --[(INV) written_by]--> Day Watch --[has_genre]--> Action
Neg LogProb(↓):   0.290614
Path Entropy(↓):  0.785999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies starred by walter matthau released
Start Entity:     Walter Matthau
Gold Answer:      [['1980', '1993', '1967', '1974', '1968', '1963', '1998', '1957', '1973', '1994', '1956', '1931', '1983', '1995', '1976', '1972', '1971', '1990', '1996', '1981', '1962', '1988', '1934', '2000', '1997', '1975', '1966', '1965', '1969', '1958']]
Predicted Ans:    1969
Predicted Path:   Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[release_year]--> 1969
Path (Raw):       Walter Matthau --[No Operation]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[release_year]--> 1969
Neg LogProb(↓):   0.310231
Path Entropy(↓):  1.280158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with pablo trapero
Start Entity:     Pablo Trapero
Gold Answer:      [['Elia Suleiman', 'Gaspar Noé', 'Leonardo Padura', 'Laurent Cantet']]
Predicted Ans:    Laurent Cantet
Predicted Path:   Pablo Trapero --[(INV) written_by]--> 7 Days in Havana --[written_by]--> Laurent Cantet
Path (Raw):       Pablo Trapero --[No Operation]--> Pablo Trapero --[(INV) written_by]--> 7 Days in Havana --[written_by]--> Laurent Cantet
Neg LogProb(↓):   0.050013
Path Entropy(↓):  0.258083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the glenn miller story
Start Entity:     The Glenn Miller Story
Gold Answer:      [['1970', '1946', '1954', '1959', '1936', '1941', '1968', '1963', '1939', '1957', '1951', '1953', '1947', '1956', '1976', '1948', '1971', '1940', '1938', '1996', '1961', '1955', '1962', '1934', '1949', '1966', '1950', '1965', '1952', '1958']]
Predicted Ans:    1962
Predicted Path:   The Glenn Miller Story --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man Who Shot Liberty Valance --[release_year]--> 1962
Path (Raw):       The Glenn Miller Story --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man Who Shot Liberty Valance --[release_year]--> 1962
Neg LogProb(↓):   0.989234
Path Entropy(↓):  2.242959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the group released
Start Entity:     The Group
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   The Group --[release_year]--> 1966 --[(INV) release_year]--> The Hawks and the Sparrows --[release_year]--> 1966
Path (Raw):       The Group --[release_year]--> 1966 --[(INV) release_year]--> The Hawks and the Sparrows --[release_year]--> 1966
Neg LogProb(↓):   2.677783
Path Entropy(↓):  4.045707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by abem finkel starred which actors
Start Entity:     Abem Finkel
Gold Answer:      [['William Gargan', 'Karen Morley', 'Fay Bainter', 'Margaret Lindsay', 'Henry Fonda', 'Ann Sheridan', 'Jackie Cooper', 'George Brent', 'Gary Cooper', 'Walter Brennan', 'Paul Muni', 'Bette Davis', 'Dick Foran', 'Humphrey Bogart', 'Claude Rains', 'Bonita Granville']]
Predicted Ans:    Gary Cooper
Predicted Path:   Abem Finkel --[(INV) written_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Path (Raw):       Abem Finkel --[No Operation]--> Abem Finkel --[(INV) written_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.082100
Path Entropy(↓):  0.314049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film shopgirl
Start Entity:     Shopgirl
Gold Answer:      [['Steve Martin']]
Predicted Ans:    Steve Martin
Predicted Path:   Shopgirl --[written_by]--> Steve Martin --[(INV) written_by]--> Bowfinger --[written_by]--> Steve Martin
Path (Raw):       Shopgirl --[written_by]--> Steve Martin --[(INV) written_by]--> Bowfinger --[written_by]--> Steve Martin
Neg LogProb(↓):   0.187981
Path Entropy(↓):  0.668954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of blood beach is also the director of which films
Start Entity:     Blood Beach
Gold Answer:      [['Flowers in the Attic']]
Predicted Ans:    Flowers in the Attic
Predicted Path:   Blood Beach --[directed_by]--> Jeffrey Bloom --[(INV) directed_by]--> Flowers in the Attic
Path (Raw):       Blood Beach --[directed_by]--> Jeffrey Bloom --[(INV) directed_by]--> Flowers in the Attic --[No Operation]--> Flowers in the Attic
Neg LogProb(↓):   0.104672
Path Entropy(↓):  0.323819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by margaret mann release
Start Entity:     Margaret Mann
Gold Answer:      [['1928', '1940']]
Predicted Ans:    1940
Predicted Path:   Margaret Mann --[(INV) starred_actors]--> Four Sons --[release_year]--> 1940
Path (Raw):       Margaret Mann --[No Operation]--> Margaret Mann --[(INV) starred_actors]--> Four Sons --[release_year]--> 1940
Neg LogProb(↓):   0.020317
Path Entropy(↓):  0.098708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie the flower of my secret released
Start Entity:     The Flower of My Secret
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   The Flower of My Secret --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       The Flower of My Secret --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.093026
Path Entropy(↓):  4.352312
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of shadow dancer
Start Entity:     Shadow Dancer
Gold Answer:      [['Gael García Bernal', 'Philippe Petit', 'Ian Holm']]
Predicted Ans:    James Marsh
Predicted Path:   Shadow Dancer --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer --[directed_by]--> James Marsh
Path (Raw):       Shadow Dancer --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer --[directed_by]--> James Marsh
Neg LogProb(↓):   0.001079
Path Entropy(↓):  0.009220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What sort of movie is simple simon
Start Entity:     Simple Simon
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Simple Simon --[has_genre]--> Comedy --[(INV) has_genre]--> A Run for Your Money --[has_genre]--> Comedy
Path (Raw):       Simple Simon --[has_genre]--> Comedy --[(INV) has_genre]--> A Run for Your Money --[has_genre]--> Comedy
Neg LogProb(↓):   3.388608
Path Entropy(↓):  4.368093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bells are ringing were in which languages
Start Entity:     Bells Are Ringing
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Bells Are Ringing --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[in_language]--> French
Path (Raw):       Bells Are Ringing --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[in_language]--> French
Neg LogProb(↓):   0.794615
Path Entropy(↓):  0.692446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did jeremy joe kronsberg write the story for
Start Entity:     Jeremy Joe Kronsberg
Gold Answer:      [['Going Ape!']]
Predicted Ans:    Going Ape!
Predicted Path:   Jeremy Joe Kronsberg --[(INV) written_by]--> Going Ape! --[written_by]--> Jeremy Joe Kronsberg --[(INV) written_by]--> Going Ape!
Path (Raw):       Jeremy Joe Kronsberg --[(INV) written_by]--> Going Ape! --[written_by]--> Jeremy Joe Kronsberg --[(INV) written_by]--> Going Ape!
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000173
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by abraham cahan
Start Entity:     Abraham Cahan
Gold Answer:      [['Steven Keats', 'Carol Kane']]
Predicted Ans:    Carol Kane
Predicted Path:   Abraham Cahan --[(INV) written_by]--> Hester Street --[starred_actors]--> Carol Kane
Path (Raw):       Abraham Cahan --[No Operation]--> Abraham Cahan --[(INV) written_by]--> Hester Street --[starred_actors]--> Carol Kane
Neg LogProb(↓):   0.005756
Path Entropy(↓):  0.035343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film k - 911
Start Entity:     K-911
Gold Answer:      [['Walter Hill', 'Oliver Stone', 'Scott Myers', 'Steven Siegel', 'Frank Deese', 'Jim Kouf']]
Predicted Ans:    Walter Hill
Predicted Path:   K-911 --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Path (Raw):       K-911 --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Neg LogProb(↓):   0.193147
Path Entropy(↓):  0.553127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of seeking a friend for the end of the world
Start Entity:     Seeking a Friend for the End of the World
Gold Answer:      [['Despicable Me', 'Foxcatcher', 'Over the Hedge', 'Despicable Me 2', 'Get Smart', 'The Way Way Back', 'Horton Hears a Who!', 'The 40-Year-Old Virgin', 'Dan in Real Life', 'Hope Springs', 'Dinner for Schmucks', 'The Incredible Burt Wonderstone', 'Alexander and the Terrible, Horrible, No Good, Very Bad Day', 'Date Night', 'Evan Almighty']]
Predicted Ans:    Hope Springs
Predicted Path:   Seeking a Friend for the End of the World --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs
Path (Raw):       Seeking a Friend for the End of the World --[No Operation]--> Seeking a Friend for the End of the World --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs
Neg LogProb(↓):   0.457837
Path Entropy(↓):  1.146091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of bright leaves
Start Entity:     Bright Leaves
Gold Answer:      [["Sherman's March"]]
Predicted Ans:    Bright Leaves
Predicted Path:   Bright Leaves --[directed_by]--> Ross McElwee --[(INV) directed_by]--> Bright Leaves
Path (Raw):       Bright Leaves --[No Operation]--> Bright Leaves --[directed_by]--> Ross McElwee --[(INV) directed_by]--> Bright Leaves
Neg LogProb(↓):   0.004331
Path Entropy(↓):  0.028471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by the writer of when harry met sally... starred who
Start Entity:     When Harry Met Sally...
Gold Answer:      [['Steve Martin', 'Meg Ryan', 'Phyllis Thaxter', 'Jack Nicholson', 'Anthony LaPaglia', 'John Travolta', 'Dan Dailey', 'Will Ferrell', 'Gaby Hoffmann', 'Meryl Streep', 'Nicole Kidman', 'Jeff Daniels', 'William Hurt', 'Samantha Mathis', 'Carrie Fisher', 'Rick Moranis', 'Betty Grable', 'Edmund Gwenn', 'Tom Hanks', 'Julie Kavner', 'Joan Cusack', 'Bob Hoskins', 'Madeline Kahn', 'Andie MacDowell']]
Predicted Ans:    Jack Nicholson
Predicted Path:   When Harry Met Sally... --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[starred_actors]--> Jack Nicholson
Path (Raw):       When Harry Met Sally... --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[starred_actors]--> Jack Nicholson
Neg LogProb(↓):   1.511152
Path Entropy(↓):  2.296170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of arletty acted films
Start Entity:     Arletty
Gold Answer:      [['1962', '1942']]
Predicted Ans:    1962
Predicted Path:   Arletty --[(INV) starred_actors]--> The Longest Day --[release_year]--> 1962
Path (Raw):       Arletty --[No Operation]--> Arletty --[(INV) starred_actors]--> The Longest Day --[release_year]--> 1962
Neg LogProb(↓):   0.015288
Path Entropy(↓):  0.078599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of pet sematary
Start Entity:     Pet Sematary
Gold Answer:      [['High Strung', 'Elvis and Me', 'Mortuary', 'Disorganized Crime']]
Predicted Ans:    Pet Sematary
Predicted Path:   Pet Sematary --[starred_actors]--> Dale Midkiff --[(INV) starred_actors]--> Pet Sematary
Path (Raw):       Pet Sematary --[starred_actors]--> Dale Midkiff --[No Operation]--> Dale Midkiff --[(INV) starred_actors]--> Pet Sematary
Neg LogProb(↓):   0.784755
Path Entropy(↓):  1.026676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films written by todd verow
Start Entity:     Todd Verow
Gold Answer:      [["Raoul O'Connell", 'Michael Gunther']]
Predicted Ans:    Raoul O'Connell
Predicted Path:   Todd Verow --[(INV) written_by]--> Frisk --[starred_actors]--> Raoul O'Connell
Path (Raw):       Todd Verow --[No Operation]--> Todd Verow --[(INV) written_by]--> Frisk --[starred_actors]--> Raoul O'Connell
Neg LogProb(↓):   0.000150
Path Entropy(↓):  0.001473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by geoffrey wright
Start Entity:     Geoffrey Wright
Gold Answer:      [['Russell Crowe', 'Jacqueline McKenzie', 'Daniel Pollock']]
Predicted Ans:    Russell Crowe
Predicted Path:   Geoffrey Wright --[(INV) written_by]--> Romper Stomper --[starred_actors]--> Russell Crowe
Path (Raw):       Geoffrey Wright --[No Operation]--> Geoffrey Wright --[(INV) written_by]--> Romper Stomper --[starred_actors]--> Russell Crowe
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of mark of the vampire
Start Entity:     Mark of the Vampire
Gold Answer:      [['The Unknown', 'The Blackbird', 'The Unholy Three', 'West of Zanzibar', 'Freaks', 'The Devil-Doll', 'Dracula', 'Where East Is East']]
Predicted Ans:    The Unholy Three
Predicted Path:   Mark of the Vampire --[directed_by]--> Tod Browning --[(INV) directed_by]--> The Unholy Three
Path (Raw):       Mark of the Vampire --[No Operation]--> Mark of the Vampire --[directed_by]--> Tod Browning --[(INV) directed_by]--> The Unholy Three
Neg LogProb(↓):   0.754410
Path Entropy(↓):  1.432279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by scooby - doo actors
Start Entity:     Scooby-Doo
Gold Answer:      [['Judith Roberts', 'Lois Duncan', 'James Toback', 'Liza Johnson', 'John Waters', 'Kevin Munroe', 'Neil LaBute', 'Kevin Williamson', 'Paulo Coelho', 'Peter Laird', 'Chris Roberts', 'Allen Covert', 'Nick Swardson', 'Choderlos de Laclos', 'Craig Singer', 'Takashi Shimizu', 'Stephen Susco']]
Predicted Ans:    Neil LaBute
Predicted Path:   Scooby-Doo --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Path (Raw):       Scooby-Doo --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Neg LogProb(↓):   0.039193
Path Entropy(↓):  0.210771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the snow white murder case
Start Entity:     The Snow White Murder Case
Gold Answer:      [['yoshihiro nakamura']]
Predicted Ans:    yoshihiro nakamura
Predicted Path:   The Snow White Murder Case --[has_tags]--> yoshihiro nakamura --[(INV) has_tags]--> Fish Story --[has_tags]--> yoshihiro nakamura
Path (Raw):       The Snow White Murder Case --[has_tags]--> yoshihiro nakamura --[(INV) has_tags]--> Fish Story --[has_tags]--> yoshihiro nakamura
Neg LogProb(↓):   0.000417
Path Entropy(↓):  0.004056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in a place of one's own
Start Entity:     A Place of One's Own
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   A Place of One's Own --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       A Place of One's Own --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   1.287388
Path Entropy(↓):  1.724504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the monuments men
Start Entity:     The Monuments Men
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   The Monuments Men --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       The Monuments Men --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.917646
Path Entropy(↓):  4.481581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of watermarks is also the director of which movies
Start Entity:     Watermarks
Gold Answer:      [['A Late Quartet']]
Predicted Ans:    Watermarks
Predicted Path:   Watermarks --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> Watermarks
Path (Raw):       Watermarks --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> Watermarks --[No Operation]--> Watermarks
Neg LogProb(↓):   0.375888
Path Entropy(↓):  0.621756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies written by michael brandt
Start Entity:     Michael Brandt
Gold Answer:      [['Timur Bekmambetov', 'Richard Ayoade']]
Predicted Ans:    Michael Brandt
Predicted Path:   Michael Brandt --[(INV) directed_by]--> The Double --[directed_by]--> Michael Brandt
Path (Raw):       Michael Brandt --[No Operation]--> Michael Brandt --[(INV) directed_by]--> The Double --[directed_by]--> Michael Brandt
Neg LogProb(↓):   0.188576
Path Entropy(↓):  0.539855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the film personal property
Start Entity:     Personal Property
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Personal Property --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       Personal Property --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   1.856063
Path Entropy(↓):  3.529823
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie art school confidential
Start Entity:     Art School Confidential
Gold Answer:      [['Liliana Cavani', 'Susan Seidelman', 'E. Elias Merhige', 'Stephen Frears', 'Manoel de Oliveira', 'Richard Eyre', 'Wolfgang Petersen', 'Jimmy Hayward', 'Mike Leigh', 'Martin Scorsese', 'Sarah Smith', 'Roland Joffé', 'Clare Peploe', 'Bruce Beresford', 'Damian Harris', 'Ethan Coen', 'Barry Cook', 'Lewis Milestone', 'Chris Gorak', 'Alex Segal', 'Steve Rash', 'Benjamin Ross', 'Laurence Dunmore', 'Phyllida Lloyd', 'Wim Wenders', 'Bernardo Bertolucci', 'Steve Jacobs', 'Laurence Olivier', 'Joe Johnston', 'Steven Spielberg', 'Tom Hooper', 'Gilles Bourdos', 'Mike Mendez', 'Jamie Linden', 'Raoul Ruiz', 'James Whale', 'Michelangelo Antonioni', 'Gary Sinise', 'Alejandro Amenábar', 'Sean McGinly', 'Randall Wallace', 'Jane Campion', 'Volker Schlöndorff']]
Predicted Ans:    Wim Wenders
Predicted Path:   Art School Confidential --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Path (Raw):       Art School Confidential --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.950387
Path Entropy(↓):  1.860823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in istvan fekete written films
Start Entity:     István Fekete
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   István Fekete --[(INV) written_by]--> The Little Fox --[in_language]--> Hungarian
Path (Raw):       István Fekete --[No Operation]--> István Fekete --[(INV) written_by]--> The Little Fox --[in_language]--> Hungarian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by john gielgud
Start Entity:     John Gielgud
Gold Answer:      [['Tinto Brass', 'Peter Greenaway', 'Jack Hofsiss', 'Jason Winer', 'Steve Gordon', 'David Lynch', 'Peter Glenville', 'Giancarlo Lui', 'Alain Resnais', 'Michael Winner', 'Bob Guccione', 'Otto Preminger', 'Humphrey Jennings', 'Orson Welles', 'Lewis Gilbert', 'Joseph L. Mankiewicz', 'John G. Avildsen', 'Alfred Hitchcock']]
Predicted Ans:    Orson Welles
Predicted Path:   John Gielgud --[(INV) starred_actors]--> Chimes at Midnight --[directed_by]--> Orson Welles
Path (Raw):       John Gielgud --[No Operation]--> John Gielgud --[(INV) starred_actors]--> Chimes at Midnight --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.376447
Path Entropy(↓):  0.955591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the girl on the train
Start Entity:     The Girl on the Train
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Girl on the Train --[written_by]--> André Téchiné --[(INV) written_by]--> Wild Reeds --[in_language]--> French
Path (Raw):       The Girl on the Train --[written_by]--> André Téchiné --[(INV) written_by]--> Wild Reeds --[in_language]--> French
Neg LogProb(↓):   0.362015
Path Entropy(↓):  0.915502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the kite runner
Start Entity:     The Kite Runner
Gold Answer:      [['Billy Bob Thornton', 'Megan Mullally', 'Johnny Depp', 'Brad Pitt', 'Halle Berry', 'Michael Shannon', 'Ryan Gosling', 'Naomi Watts', 'Radha Mitchell', 'Michelle Monaghan', 'Ewan McGregor', 'Olga Kurylenko', 'Gerard Butler', 'Daniel Craig', 'Mathieu Amalric']]
Predicted Ans:    Ewan McGregor
Predicted Path:   The Kite Runner --[directed_by]--> Marc Forster --[(INV) directed_by]--> Stay --[starred_actors]--> Ewan McGregor
Path (Raw):       The Kite Runner --[directed_by]--> Marc Forster --[(INV) directed_by]--> Stay --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.678513
Path Entropy(↓):  1.487339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in footloose
Start Entity:     Footloose
Gold Answer:      [['2008', '2003', '1992', '1993', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '1994', '1983', '1976', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '1961', '2011', '2013', '1962', '1988', '1978', '2000', '1997', '1950', '1960', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1976
Predicted Path:   Footloose --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Obsession --[release_year]--> 1976
Path (Raw):       Footloose --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Obsession --[release_year]--> 1976
Neg LogProb(↓):   1.809390
Path Entropy(↓):  2.921635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by robert skjærstad
Start Entity:     Robert Skjærstad
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Robert Skjærstad --[(INV) starred_actors]--> Junk Mail --[in_language]--> Norwegian
Path (Raw):       Robert Skjærstad --[No Operation]--> Robert Skjærstad --[(INV) starred_actors]--> Junk Mail --[in_language]--> Norwegian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the killing room
Start Entity:     The Killing Room
Gold Answer:      [['Avenger', "Love Don't Cost a Thing", "Boys Don't Cry", 'American Son', 'The Alphabet Killer', 'Underclassman', 'City of Industry', 'Made in Heaven', 'The Falcon and the Snowman', 'The Last Mimzy', 'The Dark Half', 'Deterrence', "Everybody's All-American", 'The Substance of Fire', 'Demonlover', 'Serious Moonlight', 'Mr. Nice', 'Taps', 'The Last Days of Disco', 'The Temp', 'Ordinary People', 'Barry Munday', 'Daniel', 'Iceman', 'Shattered Glass', 'Playing God', 'The Brown Bunny', 'The Wait', 'Drumline']]
Predicted Ans:    Iceman
Predicted Path:   The Killing Room --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> Iceman
Path (Raw):       The Killing Room --[starred_actors]--> Timothy Hutton --[No Operation]--> Timothy Hutton --[(INV) starred_actors]--> Iceman
Neg LogProb(↓):   0.141442
Path Entropy(↓):  0.542232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in zulu
Start Entity:     Zulu
Gold Answer:      [['1962', '1968', '1970', '1964', '1957', '1960', '1959', '1955', '1953', '1961', '2011', '1956']]
Predicted Ans:    1961
Predicted Path:   Zulu --[starred_actors]--> Stanley Baker --[(INV) starred_actors]--> The Guns of Navarone --[release_year]--> 1961
Path (Raw):       Zulu --[starred_actors]--> Stanley Baker --[(INV) starred_actors]--> The Guns of Navarone --[release_year]--> 1961
Neg LogProb(↓):   0.155598
Path Entropy(↓):  0.571848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by these three writers
Start Entity:     These Three
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   These Three --[written_by]--> Lillian Hellman --[(INV) written_by]--> The North Star --[in_language]--> German
Path (Raw):       These Three --[written_by]--> Lillian Hellman --[(INV) written_by]--> The North Star --[in_language]--> German
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by talia balsam
Start Entity:     Talia Balsam
Gold Answer:      [['Josh Stolberg', 'Justin Dix', 'Adam Patrick Foster', 'Eddie Baroo', 'David Schmoeller']]
Predicted Ans:    David Schmoeller
Predicted Path:   Talia Balsam --[(INV) starred_actors]--> Crawlspace --[written_by]--> David Schmoeller
Path (Raw):       Talia Balsam --[No Operation]--> Talia Balsam --[(INV) starred_actors]--> Crawlspace --[written_by]--> David Schmoeller
Neg LogProb(↓):   0.433804
Path Entropy(↓):  0.760873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with la jetee in
Start Entity:     La Jetée
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   La Jetée --[directed_by]--> Chris Marker --[(INV) directed_by]--> Sans Soleil --[in_language]--> French
Path (Raw):       La Jetée --[directed_by]--> Chris Marker --[(INV) directed_by]--> Sans Soleil --[in_language]--> French
Neg LogProb(↓):   0.018617
Path Entropy(↓):  0.092214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by elaine cassidy
Start Entity:     Elaine Cassidy
Gold Answer:      [['2001', '1999']]
Predicted Ans:    1999
Predicted Path:   Elaine Cassidy --[(INV) starred_actors]--> Felicia's Journey --[release_year]--> 1999
Path (Raw):       Elaine Cassidy --[No Operation]--> Elaine Cassidy --[(INV) starred_actors]--> Felicia's Journey --[release_year]--> 1999
Neg LogProb(↓):   0.018421
Path Entropy(↓):  0.091158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by a walk in the clouds screenwriters
Start Entity:     A Walk in the Clouds
Gold Answer:      [['French', 'English', 'Chinese', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   A Walk in the Clouds --[written_by]--> Cesare Zavattini --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Path (Raw):       A Walk in the Clouds --[written_by]--> Cesare Zavattini --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Neg LogProb(↓):   0.293714
Path Entropy(↓):  0.768078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by mike binder
Start Entity:     Mike Binder
Gold Answer:      [['Damon Wayans']]
Predicted Ans:    Mike Binder
Predicted Path:   Mike Binder --[(INV) directed_by]--> Man About Town --[written_by]--> Mike Binder
Path (Raw):       Mike Binder --[No Operation]--> Mike Binder --[(INV) directed_by]--> Man About Town --[written_by]--> Mike Binder
Neg LogProb(↓):   0.635458
Path Entropy(↓):  1.396463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the films written by miguel barros released
Start Entity:     Miguel Barros
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Miguel Barros --[(INV) written_by]--> Blackthorn --[release_year]--> 2011
Path (Raw):       Miguel Barros --[No Operation]--> Miguel Barros --[(INV) written_by]--> Blackthorn --[release_year]--> 2011
Neg LogProb(↓):   0.000454
Path Entropy(↓):  0.003946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie young frankenstein are written by who
Start Entity:     Young Frankenstein
Gold Answer:      [['Andrew Bergman', 'Richard Pryor', 'Mel Brooks', 'Norman Steinberg']]
Predicted Ans:    Mel Brooks
Predicted Path:   Young Frankenstein --[directed_by]--> Mel Brooks --[(INV) directed_by]--> Blazing Saddles --[written_by]--> Mel Brooks
Path (Raw):       Young Frankenstein --[directed_by]--> Mel Brooks --[(INV) directed_by]--> Blazing Saddles --[written_by]--> Mel Brooks
Neg LogProb(↓):   0.500935
Path Entropy(↓):  1.186449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for uranus
Start Entity:     Uranus
Gold Answer:      [['Arlette Langmann', 'Claude Berri', 'Marcel Aymé']]
Predicted Ans:    Claude Berri
Predicted Path:   Uranus --[written_by]--> Claude Berri --[(INV) written_by]--> Uranus --[written_by]--> Claude Berri
Path (Raw):       Uranus --[written_by]--> Claude Berri --[(INV) written_by]--> Uranus --[written_by]--> Claude Berri
Neg LogProb(↓):   0.103857
Path Entropy(↓):  0.472109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the widow of saint - pierre
Start Entity:     The Widow of Saint-Pierre
Gold Answer:      [['Sandrine Bonnaire', 'Anna Galiena', 'Michel Blanc', 'Alan Rickman', 'Jean Rochefort', 'Richard Madden', 'Rebecca Hall']]
Predicted Ans:    Alan Rickman
Predicted Path:   The Widow of Saint-Pierre --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> A Promise --[starred_actors]--> Alan Rickman
Path (Raw):       The Widow of Saint-Pierre --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> A Promise --[starred_actors]--> Alan Rickman
Neg LogProb(↓):   1.401103
Path Entropy(↓):  2.064648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of syriana starred who
Start Entity:     Syriana
Gold Answer:      [['Richard Widmark', 'Charlie Hunnam', 'Shiri Appleby', 'Billy Bob Thornton', 'Frankie Avalon', 'Zooey Deschanel', 'Benicio Del Toro', 'Laurence Harvey', 'Bijou Phillips', 'John Wayne', 'Michael Biehn', 'Jason Patric', 'Dennis Quaid', 'Anne Hathaway', 'Katie Holmes', 'Benjamin Bratt']]
Predicted Ans:    John Wayne
Predicted Path:   Syriana --[written_by]--> Stephen Gaghan --[(INV) written_by]--> The Alamo --[starred_actors]--> John Wayne
Path (Raw):       Syriana --[written_by]--> Stephen Gaghan --[(INV) written_by]--> The Alamo --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.212271
Path Entropy(↓):  0.636193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film neo ned
Start Entity:     Neo Ned
Gold Answer:      [['Tim Boughn']]
Predicted Ans:    Tim Boughn
Predicted Path:   Neo Ned --[written_by]--> Tim Boughn --[(INV) written_by]--> Neo Ned --[written_by]--> Tim Boughn
Path (Raw):       Neo Ned --[written_by]--> Tim Boughn --[(INV) written_by]--> Neo Ned --[written_by]--> Tim Boughn
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in hanussen
Start Entity:     Hanussen
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Hanussen --[starred_actors]--> Klaus Maria Brandauer --[(INV) starred_actors]--> Out of Africa --[has_genre]--> Drama
Path (Raw):       Hanussen --[starred_actors]--> Klaus Maria Brandauer --[(INV) starred_actors]--> Out of Africa --[has_genre]--> Drama
Neg LogProb(↓):   0.829878
Path Entropy(↓):  0.796129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by lorenz hart
Start Entity:     Lorenz Hart
Gold Answer:      [['Charles Winninger', 'Mickey Rooney', 'Judy Garland', 'Guy Kibbee']]
Predicted Ans:    Judy Garland
Predicted Path:   Lorenz Hart --[(INV) written_by]--> Babes in Arms --[starred_actors]--> Judy Garland
Path (Raw):       Lorenz Hart --[No Operation]--> Lorenz Hart --[(INV) written_by]--> Babes in Arms --[starred_actors]--> Judy Garland
Neg LogProb(↓):   0.239916
Path Entropy(↓):  0.530414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was david zellner the writer of
Start Entity:     David Zellner
Gold Answer:      [['Kumiko, the Treasure Hunter']]
Predicted Ans:    Kumiko, the Treasure Hunter
Predicted Path:   David Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter --[written_by]--> Nathan Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter
Path (Raw):       David Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter --[written_by]--> Nathan Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000396
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in marco mariolini written movies
Start Entity:     Marco Mariolini
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Marco Mariolini --[(INV) written_by]--> First Love --[in_language]--> Italian
Path (Raw):       Marco Mariolini --[No Operation]--> Marco Mariolini --[(INV) written_by]--> First Love --[in_language]--> Italian
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of stepmom
Start Entity:     Stepmom
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Stepmom --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       Stepmom --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   3.229834
Path Entropy(↓):  4.514121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed violent cop
Start Entity:     Violent Cop
Gold Answer:      [['Robert Culp', 'Marlyn Mason', 'Beah Richards', 'Takeshi Kitano', 'Toshiyuki Nishida', 'Tomokazu Miura', 'Viggo Mortensen', 'Lolita Davidovich', 'Dennis Hopper', 'Wesley Snipes']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Violent Cop --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Path (Raw):       Violent Cop --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.749548
Path Entropy(↓):  1.752876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie ladies they talk about were in which genres
Start Entity:     Ladies They Talk About
Gold Answer:      [['Horror', 'Adventure', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Ladies They Talk About --[directed_by]--> William Keighley --[(INV) directed_by]--> Honeymoon --[has_genre]--> Comedy
Path (Raw):       Ladies They Talk About --[directed_by]--> William Keighley --[(INV) directed_by]--> Honeymoon --[has_genre]--> Comedy
Neg LogProb(↓):   0.609322
Path Entropy(↓):  1.412585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of bean
Start Entity:     Bean
Gold Answer:      [['Minnie Driver', 'Mary McCormack', 'Ned Beatty', 'Jeff Goldblum', 'Mark Williams', 'Kevin McNally', 'Emma Thompson', 'Rowan Atkinson', 'Mary Stuart Masterson', 'George Burns', 'Brian Benben']]
Predicted Ans:    Emma Thompson
Predicted Path:   Bean --[directed_by]--> Mel Smith --[(INV) directed_by]--> The Tall Guy --[starred_actors]--> Emma Thompson
Path (Raw):       Bean --[directed_by]--> Mel Smith --[(INV) directed_by]--> The Tall Guy --[starred_actors]--> Emma Thompson
Neg LogProb(↓):   0.143880
Path Entropy(↓):  0.525564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jean dujardin were written by who
Start Entity:     Jean Dujardin
Gold Answer:      [['Michel Hazanavicius', 'Eric Rochant', 'Bertrand Blier', 'Gilles Lellouche']]
Predicted Ans:    Bertrand Blier
Predicted Path:   Jean Dujardin --[(INV) starred_actors]--> The Clink of Ice --[written_by]--> Bertrand Blier
Path (Raw):       Jean Dujardin --[No Operation]--> Jean Dujardin --[(INV) starred_actors]--> The Clink of Ice --[written_by]--> Bertrand Blier
Neg LogProb(↓):   0.152786
Path Entropy(↓):  0.527589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by craig bartholomew strydom released
Start Entity:     Craig Bartholomew Strydom
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Craig Bartholomew Strydom --[(INV) written_by]--> Searching for Sugar Man --[release_year]--> 2012
Path (Raw):       Craig Bartholomew Strydom --[No Operation]--> Craig Bartholomew Strydom --[(INV) written_by]--> Searching for Sugar Man --[release_year]--> 2012
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in bachelorette
Start Entity:     Bachelorette
Gold Answer:      [['Miles Millar', 'Alfred Gough', 'Sheryl Longin', 'Hossein Amini', 'Patricia Highsmith', 'Michael Mohan', 'Chris Van Allsburg', 'Stan Lee', 'Steve Ditko', 'Lars von Trier', 'David Koepp', 'Sofia Coppola', 'Jeffrey Eugenides', 'Sam Raimi', 'Ivan Raimi', 'Cameron Crowe', 'Andrew Fleming', 'Lawrence Konner', 'Mark Rosenthal', 'Jessica Bendinger', 'Alvin Sargent', 'Michael Chabon', 'Steven Peros']]
Predicted Ans:    Michael Mohan
Predicted Path:   Bachelorette --[starred_actors]--> Lizzy Caplan --[(INV) starred_actors]--> Save the Date --[written_by]--> Michael Mohan
Path (Raw):       Bachelorette --[starred_actors]--> Lizzy Caplan --[(INV) starred_actors]--> Save the Date --[written_by]--> Michael Mohan
Neg LogProb(↓):   0.112834
Path Entropy(↓):  0.398426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of king kong is also the director of which films
Start Entity:     King Kong
Gold Answer:      [['The Day They Robbed the Bank of England', 'The Frighteners', 'The Towering Inferno', 'Mighty Joe Young', 'Dr. Cyclops', 'Guns at Batasi', "Tarzan's Greatest Adventure", 'Shaft in Africa', 'Skyjacked', 'King Kong Lives', 'Sheena', 'Meet the Feebles', 'The Lovely Bones', 'The Bridge at Remagen', 'The Most Dangerous Game', 'Death on the Nile', 'Heavenly Creatures', 'The Last Days of Pompeii', 'Forgotten Silver', 'The Blue Max', 'Bad Taste']]
Predicted Ans:    King Kong
Predicted Path:   King Kong --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong
Path (Raw):       King Kong --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[No Operation]--> King Kong
Neg LogProb(↓):   0.318623
Path Entropy(↓):  1.049046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by bruce lee in
Start Entity:     Bruce Lee
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Bruce Lee --[(INV) written_by]--> Circle of Iron --[has_genre]--> Fantasy
Path (Raw):       Bruce Lee --[No Operation]--> Bruce Lee --[(INV) written_by]--> Circle of Iron --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with brad davis
Start Entity:     Brad Davis
Gold Answer:      [['Judge Reinhold', 'Jameson Parker', 'Paolo Bonacelli', 'Irene Miracle', 'Bo Hopkins', 'Karen Allen', 'Jonathan Banks', 'Sharon Stone', 'Shelley Long', 'Marianne Sägebrecht']]
Predicted Ans:    Brad Davis
Predicted Path:   Brad Davis --[(INV) starred_actors]--> Querelle --[starred_actors]--> Brad Davis
Path (Raw):       Brad Davis --[No Operation]--> Brad Davis --[(INV) starred_actors]--> Querelle --[starred_actors]--> Brad Davis
Neg LogProb(↓):   0.885325
Path Entropy(↓):  1.054053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie blonde venus
Start Entity:     Blonde Venus
Gold Answer:      [['George Cukor', 'Don Hartman', 'William A. Seiter', 'William Dieterle', 'Garson Kanin', 'Fritz Lang', 'Norman Taurog', 'James Flood', 'Delmer Daves', 'Blake Edwards', 'Ray Enright', 'Frank Borzage', 'Billy Wilder', 'Henry Koster', 'Sidney Sheldon', 'George Marshall', 'Nicholas Ray', 'Ingmar Bergman', 'Melville Shavelson', 'George Fitzmaurice', 'Michael Curtiz', 'Frank Capra', 'Stanley Kramer', 'Ernst Lubitsch', 'Neil Jordan', 'Wesley Ruggles', 'Mitchell Leisen', "Robert Vincent O'Neill", 'Stanley Donen', 'René Clair', 'Leo McCarey', 'Alfred Hitchcock', 'Lowell Sherman', 'Jerome Sable', 'Delbert Mann', 'H.C. Potter', 'Irving Reis', 'Richard Brooks', 'George Stevens', 'Josef von Sternberg', 'Lewis Seiler', 'Norman Z. McLeod', 'Richard Boleslawski', 'Joseph L. Mankiewicz', 'Howard Hawks']]
Predicted Ans:    Leo McCarey
Predicted Path:   Blonde Venus --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[directed_by]--> Leo McCarey
Path (Raw):       Blonde Venus --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[directed_by]--> Leo McCarey
Neg LogProb(↓):   1.100335
Path Entropy(↓):  2.250295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of marlowe
Start Entity:     Marlowe
Gold Answer:      [['Paul Bogart']]
Predicted Ans:    Paul Bogart
Predicted Path:   Marlowe --[directed_by]--> Paul Bogart --[(INV) directed_by]--> Torch Song Trilogy --[directed_by]--> Paul Bogart
Path (Raw):       Marlowe --[directed_by]--> Paul Bogart --[(INV) directed_by]--> Torch Song Trilogy --[directed_by]--> Paul Bogart
Neg LogProb(↓):   0.021919
Path Entropy(↓):  0.109127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by bobcat goldthwait
Start Entity:     Bobcat Goldthwait
Gold Answer:      [['Julie Brown', 'Joel Murray', 'Tara Lynne Barr', 'Robin Williams', 'Daryl Sabara']]
Predicted Ans:    Robin Williams
Predicted Path:   Bobcat Goldthwait --[(INV) directed_by]--> World's Greatest Dad --[starred_actors]--> Robin Williams
Path (Raw):       Bobcat Goldthwait --[No Operation]--> Bobcat Goldthwait --[(INV) directed_by]--> World's Greatest Dad --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.440056
Path Entropy(↓):  0.706924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by michael wincott released
Start Entity:     Michael Wincott
Gold Answer:      [['1996', '2006']]
Predicted Ans:    1996
Predicted Path:   Michael Wincott --[(INV) starred_actors]--> Basquiat --[release_year]--> 1996
Path (Raw):       Michael Wincott --[No Operation]--> Michael Wincott --[(INV) starred_actors]--> Basquiat --[release_year]--> 1996
Neg LogProb(↓):   0.003285
Path Entropy(↓):  0.022060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by leonid bykov
Start Entity:     Leonid Bykov
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Leonid Bykov --[(INV) starred_actors]--> Only Old Men Are Going to Battle --[has_genre]--> Drama
Path (Raw):       Leonid Bykov --[No Operation]--> Leonid Bykov --[(INV) starred_actors]--> Only Old Men Are Going to Battle --[has_genre]--> Drama
Neg LogProb(↓):   0.013168
Path Entropy(↓):  0.069885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film going berserk were released in which years
Start Entity:     Going Berserk
Gold Answer:      [['1997', '1981']]
Predicted Ans:    1997
Predicted Path:   Going Berserk --[directed_by]--> David Steinberg --[(INV) directed_by]--> The Wrong Guy --[release_year]--> 1997
Path (Raw):       Going Berserk --[directed_by]--> David Steinberg --[(INV) directed_by]--> The Wrong Guy --[release_year]--> 1997
Neg LogProb(↓):   0.147837
Path Entropy(↓):  0.494783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for radio rebel
Start Entity:     Radio Rebel
Gold Answer:      [['Erik Patterson', 'Jessica Scott']]
Predicted Ans:    Erik Patterson
Predicted Path:   Radio Rebel --[written_by]--> Erik Patterson --[(INV) written_by]--> Radio Rebel --[written_by]--> Erik Patterson
Path (Raw):       Radio Rebel --[written_by]--> Erik Patterson --[(INV) written_by]--> Radio Rebel --[written_by]--> Erik Patterson
Neg LogProb(↓):   0.109087
Path Entropy(↓):  0.414708
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of superman starred who
Start Entity:     Superman
Gold Answer:      [['Sally Field', 'Bruce Willis', 'Henry Fonda', 'Joss Ackland', 'Marlon Brando', 'Anthony Hopkins', "Ryan O'Neal", 'Barry Brown', 'Lily Tomlin', 'Faye Dunaway', 'John Cusack', 'James Caan', 'Jessica Tandy', 'Billy Bob Thornton', 'Ellen Barkin', 'Hume Cronyn', 'Warren Beatty', 'Michael J. Pollard', 'Lorne Greene', 'Charlton Heston', 'Eric Roberts', 'Amy Adams', 'Chris Rock', 'Meryl Streep', 'Warren Oates', 'Kim Basinger', 'Terence Stamp', 'Amy Madigan', 'Michael Shannon', 'Diane Lane', 'Paul Newman', 'Roy Scheider', 'Gene Hackman', 'Susan Sarandon', 'Laurence Fishburne', 'Art Carney', 'Jeff Bridges', 'Henry Cavill', 'Mare Winningham', 'Eugene Roche', 'Bill Macy', 'Kirk Douglas', 'Frank Langella', 'Melanie Griffith', 'Ava Gardner', 'Kristen Stewart', 'Reese Witherspoon', 'Rosanna Arquette', 'Ed Harris', 'Christopher Lambert', 'Lindsay Crouse', 'George Kennedy', 'Joe Grifasi', 'Al Pacino', 'Madeline Kahn', 'Barbra Streisand']]
Predicted Ans:    Madeline Kahn
Predicted Path:   Superman --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Path (Raw):       Superman --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.463885
Path Entropy(↓):  1.165474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by sarah snook
Start Entity:     Sarah Snook
Gold Answer:      [['Peter Templeman', 'Robert A. Heinlein', 'Peter Spierig', 'Michael Lucas']]
Predicted Ans:    Michael Lucas
Predicted Path:   Sarah Snook --[(INV) starred_actors]--> Not Suitable for Children --[written_by]--> Michael Lucas
Path (Raw):       Sarah Snook --[No Operation]--> Sarah Snook --[(INV) starred_actors]--> Not Suitable for Children --[written_by]--> Michael Lucas
Neg LogProb(↓):   0.038620
Path Entropy(↓):  0.166632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for chance
Start Entity:     Chance
Gold Answer:      [['Amber Benson']]
Predicted Ans:    Amber Benson
Predicted Path:   Chance --[directed_by]--> Amber Benson --[(INV) directed_by]--> Drones --[directed_by]--> Amber Benson
Path (Raw):       Chance --[directed_by]--> Amber Benson --[(INV) directed_by]--> Drones --[directed_by]--> Amber Benson
Neg LogProb(↓):   0.269496
Path Entropy(↓):  0.803670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for untamed heart
Start Entity:     Untamed Heart
Gold Answer:      [['Tony Bill']]
Predicted Ans:    Tony Bill
Predicted Path:   Untamed Heart --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[directed_by]--> Tony Bill
Path (Raw):       Untamed Heart --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[directed_by]--> Tony Bill
Neg LogProb(↓):   0.491088
Path Entropy(↓):  0.892670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with pearl jam twenty fall under
Start Entity:     Pearl Jam Twenty
Gold Answer:      [['Drama', 'Family', 'Comedy', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Pearl Jam Twenty --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky --[has_genre]--> Romance
Path (Raw):       Pearl Jam Twenty --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky --[has_genre]--> Romance
Neg LogProb(↓):   0.100114
Path Entropy(↓):  0.489525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film lord of the flies were released in which years
Start Entity:     Lord of the Flies
Gold Answer:      [['1967']]
Predicted Ans:    1963
Predicted Path:   Lord of the Flies --[directed_by]--> Peter Brook --[(INV) directed_by]--> Lord of the Flies --[release_year]--> 1963
Path (Raw):       Lord of the Flies --[directed_by]--> Peter Brook --[(INV) directed_by]--> Lord of the Flies --[release_year]--> 1963
Neg LogProb(↓):   0.450135
Path Entropy(↓):  0.906901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the perfect man also directed which films
Start Entity:     The Perfect Man
Gold Answer:      [['The House on Sorority Row', 'A Cinderella Story', 'Evolver']]
Predicted Ans:    The Perfect Man
Predicted Path:   The Perfect Man --[directed_by]--> Mark Rosman --[(INV) directed_by]--> The Perfect Man
Path (Raw):       The Perfect Man --[No Operation]--> The Perfect Man --[directed_by]--> Mark Rosman --[(INV) directed_by]--> The Perfect Man
Neg LogProb(↓):   0.644578
Path Entropy(↓):  1.076604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same actor of zombie high
Start Entity:     Zombie High
Gold Answer:      [['Diminished Capacity', 'The Hot Spot', 'The Prophecy', 'Slam Dance', 'Electric Dreams', 'Creator', 'American Gun', 'Sideways', 'Crossfire Trail', 'Crazy Kind of Love', 'The Magic of Belle Isle', 'Candyman']]
Predicted Ans:    Sideways
Predicted Path:   Zombie High --[starred_actors]--> Virginia Madsen --[(INV) starred_actors]--> Sideways
Path (Raw):       Zombie High --[starred_actors]--> Virginia Madsen --[No Operation]--> Virginia Madsen --[(INV) starred_actors]--> Sideways
Neg LogProb(↓):   0.584487
Path Entropy(↓):  1.208338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie remember the titans in a few words
Start Entity:     Remember the Titans
Gold Answer:      [['denzel washington', 'drama', 'high school', 'sports', 'boaz yakin', 'racism']]
Predicted Ans:    high school
Predicted Path:   Remember the Titans --[has_tags]--> high school --[(INV) has_tags]--> Charlie Bartlett --[has_tags]--> high school
Path (Raw):       Remember the Titans --[has_tags]--> high school --[(INV) has_tags]--> Charlie Bartlett --[has_tags]--> high school
Neg LogProb(↓):   0.323015
Path Entropy(↓):  0.755015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with zanjeer fall under
Start Entity:     Zanjeer
Gold Answer:      [['Romance', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Zanjeer --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Aankhen --[has_genre]--> Thriller
Path (Raw):       Zanjeer --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Aankhen --[has_genre]--> Thriller
Neg LogProb(↓):   0.437537
Path Entropy(↓):  0.863366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by mike white
Start Entity:     Mike White
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mike White --[(INV) written_by]--> The Good Girl --[has_genre]--> Comedy
Path (Raw):       Mike White --[No Operation]--> Mike White --[(INV) written_by]--> The Good Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.366560
Path Entropy(↓):  0.736041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in she's the man
Start Entity:     She's the Man
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   She's the Man --[starred_actors]--> Vinnie Jones --[(INV) starred_actors]--> Blood of Redemption --[has_genre]--> Drama
Path (Raw):       She's the Man --[starred_actors]--> Vinnie Jones --[(INV) starred_actors]--> Blood of Redemption --[has_genre]--> Drama
Neg LogProb(↓):   1.149039
Path Entropy(↓):  1.737304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of society also wrote which movies
Start Entity:     Society
Gold Answer:      [['Bride of Re-Animator']]
Predicted Ans:    Society
Predicted Path:   Society --[written_by]--> Rick Fry --[(INV) written_by]--> Society
Path (Raw):       Society --[written_by]--> Rick Fry --[(INV) written_by]--> Society --[No Operation]--> Society
Neg LogProb(↓):   0.082018
Path Entropy(↓):  0.276554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by fina torres
Start Entity:     Fina Torres
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Fina Torres --[(INV) directed_by]--> Woman on Top --[release_year]--> 2000
Path (Raw):       Fina Torres --[No Operation]--> Fina Torres --[(INV) directed_by]--> Woman on Top --[release_year]--> 2000
Neg LogProb(↓):   0.000151
Path Entropy(↓):  0.001581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by lloyd bridges
Start Entity:     Lloyd Bridges
Gold Answer:      [['Jerry Zucker', 'David Zucker', 'John Cromwell', 'Andrew Marton', 'Francis Ford Coppola', 'Joseph Anthony', 'Paul Wendkos', 'Richard Brooks', 'Mark Robson', 'Jim Abrahams', 'Cy Endfield']]
Predicted Ans:    Jim Abrahams
Predicted Path:   Lloyd Bridges --[(INV) starred_actors]--> Hot Shots! --[directed_by]--> Jim Abrahams
Path (Raw):       Lloyd Bridges --[No Operation]--> Lloyd Bridges --[(INV) starred_actors]--> Hot Shots! --[directed_by]--> Jim Abrahams
Neg LogProb(↓):   0.882743
Path Entropy(↓):  1.440392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of big trouble
Start Entity:     Big Trouble
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Big Trouble --[written_by]--> Andrew Bergman --[(INV) written_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Path (Raw):       Big Trouble --[written_by]--> Andrew Bergman --[(INV) written_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Neg LogProb(↓):   0.906083
Path Entropy(↓):  1.300754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by my winnipeg writers
Start Entity:     My Winnipeg
Gold Answer:      [['Icelandic']]
Predicted Ans:    guy maddin
Predicted Path:   My Winnipeg --[written_by]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[has_tags]--> guy maddin
Path (Raw):       My Winnipeg --[written_by]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[has_tags]--> guy maddin
Neg LogProb(↓):   0.245744
Path Entropy(↓):  0.757947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by leontine sagan
Start Entity:     Leontine Sagan
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Leontine Sagan --[(INV) directed_by]--> Mädchen in Uniform --[in_language]--> German
Path (Raw):       Leontine Sagan --[No Operation]--> Leontine Sagan --[(INV) directed_by]--> Mädchen in Uniform --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in sleepwalking
Start Entity:     Sleepwalking
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Sleepwalking --[starred_actors]--> Nick Stahl --[(INV) starred_actors]--> Safe Passage --[in_language]--> English
Path (Raw):       Sleepwalking --[starred_actors]--> Nick Stahl --[(INV) starred_actors]--> Safe Passage --[in_language]--> English
Neg LogProb(↓):   0.617345
Path Entropy(↓):  0.772483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was richard berry the director of
Start Entity:     Richard Berry
Gold Answer:      [['22 Bullets', 'I, Cesar']]
Predicted Ans:    I, Cesar
Predicted Path:   Richard Berry --[(INV) directed_by]--> I, Cesar --[directed_by]--> Richard Berry --[(INV) directed_by]--> I, Cesar
Path (Raw):       Richard Berry --[(INV) directed_by]--> I, Cesar --[directed_by]--> Richard Berry --[(INV) directed_by]--> I, Cesar
Neg LogProb(↓):   0.000552
Path Entropy(↓):  0.004809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the missionary
Start Entity:     The Missionary
Gold Answer:      [['1975', '1981', '1991']]
Predicted Ans:    1975
Predicted Path:   The Missionary --[written_by]--> Michael Palin --[(INV) written_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Path (Raw):       The Missionary --[written_by]--> Michael Palin --[(INV) written_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Neg LogProb(↓):   0.082572
Path Entropy(↓):  0.292311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in leprechaun 2
Start Entity:     Leprechaun 2
Gold Answer:      [['Warwick Davis']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Leprechaun 2 --[starred_actors]--> Warwick Davis --[(INV) starred_actors]--> Leprechaun --[starred_actors]--> Jennifer Aniston
Path (Raw):       Leprechaun 2 --[starred_actors]--> Warwick Davis --[(INV) starred_actors]--> Leprechaun --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.005758
Path Entropy(↓):  0.035352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of what's the worst that could happen?
Start Entity:     What's the Worst That Could Happen?
Gold Answer:      [['Sam Weisman']]
Predicted Ans:    Sam Weisman
Predicted Path:   What's the Worst That Could Happen? --[directed_by]--> Sam Weisman --[(INV) directed_by]--> Bye Bye Love --[directed_by]--> Sam Weisman
Path (Raw):       What's the Worst That Could Happen? --[directed_by]--> Sam Weisman --[(INV) directed_by]--> Bye Bye Love --[directed_by]--> Sam Weisman
Neg LogProb(↓):   0.000981
Path Entropy(↓):  0.008033
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the beauty shop director
Start Entity:     Beauty Shop
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Beauty Shop --[directed_by]--> Bille Woodruff --[(INV) directed_by]--> Addicted --[has_genre]--> Drama
Path (Raw):       Beauty Shop --[directed_by]--> Bille Woodruff --[(INV) directed_by]--> Addicted --[has_genre]--> Drama
Neg LogProb(↓):   0.172531
Path Entropy(↓):  0.519344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does deanna russo act in
Start Entity:     Deanna Russo
Gold Answer:      [['Ghost Voyage']]
Predicted Ans:    Ghost Voyage
Predicted Path:   Deanna Russo --[(INV) starred_actors]--> Ghost Voyage --[starred_actors]--> Antonio Sabato Jr. --[(INV) starred_actors]--> Ghost Voyage
Path (Raw):       Deanna Russo --[(INV) starred_actors]--> Ghost Voyage --[starred_actors]--> Antonio Sabato Jr. --[(INV) starred_actors]--> Ghost Voyage
Neg LogProb(↓):   0.198448
Path Entropy(↓):  0.471616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by bayard johnson
Start Entity:     Bayard Johnson
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Bayard Johnson --[(INV) written_by]--> Tarzan and the Lost City --[release_year]--> 1998
Path (Raw):       Bayard Johnson --[No Operation]--> Bayard Johnson --[(INV) written_by]--> Tarzan and the Lost City --[release_year]--> 1998
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of armed and dangerous also starred in which movies
Start Entity:     Armed and Dangerous
Gold Answer:      [["Brewster's Millions", 'Psycho II', 'Uncle Buck', 'Spaceballs', 'Necessary Roughness', 'New York Minute', 'The Lost Missile', 'Hot Pursuit', 'The Secret Life of Girls', 'The Man', "Prizzi's Honor", 'Afterburn', 'For Your Consideration', 'Cheaper by the Dozen 2', 'Going Berserk', 'Splash', 'The Believers', "Who's Harry Crumb?", 'Astro Boy', 'The Deal', 'It Came from Hollywood', 'The Great Outdoors', 'Delirious', 'Volunteers', 'Relentless', 'Canadian Bacon', 'Only the Lonely', 'Coldblooded', 'Apostle Peter and the Last Supper', 'The Proposition', 'Big', 'Summer Rental', 'The Rescuers Down Under', 'Hot to Trot']]
Predicted Ans:    The Deal
Predicted Path:   Armed and Dangerous --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal
Path (Raw):       Armed and Dangerous --[starred_actors]--> Robert Loggia --[No Operation]--> Robert Loggia --[(INV) starred_actors]--> The Deal
Neg LogProb(↓):   0.251731
Path Entropy(↓):  0.683125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote nickelodeon
Start Entity:     Nickelodeon
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Nickelodeon --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> What's Up, Doc? --[has_genre]--> Comedy
Path (Raw):       Nickelodeon --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> What's Up, Doc? --[has_genre]--> Comedy
Neg LogProb(↓):   0.121941
Path Entropy(↓):  0.459614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of suburbia is also the director of which films
Start Entity:     Suburbia
Gold Answer:      [['The Little Rascals', 'Black Sheep', "Wayne's World", 'Senseless', 'The Decline of Western Civilization', 'The Beverly Hillbillies']]
Predicted Ans:    The Decline of Western Civilization
Predicted Path:   Suburbia --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization
Path (Raw):       Suburbia --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization --[No Operation]--> The Decline of Western Civilization
Neg LogProb(↓):   0.956499
Path Entropy(↓):  1.558016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter antwone fisher
Start Entity:     Antwone Fisher
Gold Answer:      [['Derek Luke', 'Denzel Washington']]
Predicted Ans:    Denzel Washington
Predicted Path:   Antwone Fisher --[written_by]--> Antwone Fisher --[written_by]--> Antwone Fisher --[starred_actors]--> Denzel Washington
Path (Raw):       Antwone Fisher --[written_by]--> Antwone Fisher --[written_by]--> Antwone Fisher --[starred_actors]--> Denzel Washington
Neg LogProb(↓):   0.019922
Path Entropy(↓):  0.106992
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter maria bamford co - wrote movies with who
Start Entity:     Maria Bamford
Gold Answer:      [['Zach Galifianakis', 'Brian Posehn', 'Patton Oswalt']]
Predicted Ans:    Patton Oswalt
Predicted Path:   Maria Bamford --[(INV) written_by]--> The Comedians of Comedy --[written_by]--> Patton Oswalt
Path (Raw):       Maria Bamford --[No Operation]--> Maria Bamford --[(INV) written_by]--> The Comedians of Comedy --[written_by]--> Patton Oswalt
Neg LogProb(↓):   0.679419
Path Entropy(↓):  0.866151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by guy maddin
Start Entity:     Guy Maddin
Gold Answer:      [['1988', '1990', '2003', '1992', '2007']]
Predicted Ans:    2007
Predicted Path:   Guy Maddin --[(INV) written_by]--> My Winnipeg --[release_year]--> 2007
Path (Raw):       Guy Maddin --[No Operation]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[release_year]--> 2007
Neg LogProb(↓):   0.320767
Path Entropy(↓):  0.925915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by stepan krylov
Start Entity:     Stepan Krylov
Gold Answer:      [['Andrei Tarkovsky']]
Predicted Ans:    Andrei Tarkovsky
Predicted Path:   Stepan Krylov --[(INV) starred_actors]--> Ivan's Childhood --[directed_by]--> Andrei Tarkovsky
Path (Raw):       Stepan Krylov --[No Operation]--> Stepan Krylov --[(INV) starred_actors]--> Ivan's Childhood --[directed_by]--> Andrei Tarkovsky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by swan lake
Start Entity:     swan lake
Gold Answer:      [['The Swan Princess', 'Black Swan']]
Predicted Ans:    The Swan Princess
Predicted Path:   swan lake --[(INV) has_tags]--> The Swan Princess --[has_tags]--> swan lake --[(INV) has_tags]--> The Swan Princess
Path (Raw):       swan lake --[(INV) has_tags]--> The Swan Princess --[has_tags]--> swan lake --[(INV) has_tags]--> The Swan Princess
Neg LogProb(↓):   0.010575
Path Entropy(↓):  0.066534
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of death race 2
Start Entity:     Death Race 2
Gold Answer:      [['Silent Hill', 'Pressed', 'The Field', 'Soldiers of Fortune', 'Flightplan', 'Body Count', 'Saving God', 'Interview with a Hitman', 'Striptease', 'Bringing Out the Dead', 'Essex Boys', 'Mercenary for Justice', 'Patty Hearst', "Don't Say a Word", 'One Night with the King', 'Blood Out', 'The River Murders', 'Rosewood', 'Echelon Conspiracy', 'Stormy Monday', 'Anna Karenina', 'The Hitcher', 'Cleanskin', 'The Lost Future', 'National Treasure', 'Dawn of the Dead', 'Shooting Gallery', 'Black Beauty', 'Outlaw', 'Patriot Games', 'Zombie Apocalypse', 'Piranha 3D', 'Undisputed', 'Black Death']]
Predicted Ans:    Flightplan
Predicted Path:   Death Race 2 --[starred_actors]--> Sean Bean --[(INV) starred_actors]--> Flightplan
Path (Raw):       Death Race 2 --[starred_actors]--> Sean Bean --[No Operation]--> Sean Bean --[(INV) starred_actors]--> Flightplan
Neg LogProb(↓):   0.392850
Path Entropy(↓):  1.049290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of gracie's choice
Start Entity:     Gracie's Choice
Gold Answer:      [['Dale Midkiff', 'Susan Walters']]
Predicted Ans:    Larry Peerce
Predicted Path:   Gracie's Choice --[written_by]--> Joyce Eliason --[(INV) written_by]--> Elvis and Me --[directed_by]--> Larry Peerce
Path (Raw):       Gracie's Choice --[written_by]--> Joyce Eliason --[(INV) written_by]--> Elvis and Me --[directed_by]--> Larry Peerce
Neg LogProb(↓):   0.034769
Path Entropy(↓):  0.182859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of camille claudel 1915
Start Entity:     Camille Claudel 1915
Gold Answer:      [['2006', '2003', '1999', '2009']]
Predicted Ans:    2006
Predicted Path:   Camille Claudel 1915 --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders --[release_year]--> 2006
Path (Raw):       Camille Claudel 1915 --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders --[release_year]--> 2006
Neg LogProb(↓):   0.721458
Path Entropy(↓):  1.093102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by pamela sue martin
Start Entity:     Pamela Sue Martin
Gold Answer:      [['Lewis Teague']]
Predicted Ans:    Lewis Teague
Predicted Path:   Pamela Sue Martin --[(INV) starred_actors]--> The Lady in Red --[directed_by]--> Lewis Teague
Path (Raw):       Pamela Sue Martin --[No Operation]--> Pamela Sue Martin --[(INV) starred_actors]--> The Lady in Red --[directed_by]--> Lewis Teague
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in lawrence kasdan directed movies
Start Entity:     Lawrence Kasdan
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Lawrence Kasdan --[(INV) directed_by]--> French Kiss --[in_language]--> French
Path (Raw):       Lawrence Kasdan --[No Operation]--> Lawrence Kasdan --[(INV) directed_by]--> French Kiss --[in_language]--> French
Neg LogProb(↓):   0.026037
Path Entropy(↓):  0.122420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of dog soldiers also starred in which movies
Start Entity:     Dog Soldiers
Gold Answer:      [['Blue Juice', 'Good Vibrations', 'Bedrooms and Hallways', 'A Little Princess', '16 Years of Alcohol', 'The Tournament', 'The Card Player', 'Trainspotting']]
Predicted Ans:    The Tournament
Predicted Path:   Dog Soldiers --[starred_actors]--> Liam Cunningham --[(INV) starred_actors]--> The Tournament
Path (Raw):       Dog Soldiers --[starred_actors]--> Liam Cunningham --[No Operation]--> Liam Cunningham --[(INV) starred_actors]--> The Tournament
Neg LogProb(↓):   0.120165
Path Entropy(↓):  0.484618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in a room for romeo brass
Start Entity:     A Room for Romeo Brass
Gold Answer:      [['Paddy Considine']]
Predicted Ans:    Natalie Press
Predicted Path:   A Room for Romeo Brass --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> My Summer of Love --[starred_actors]--> Natalie Press
Path (Raw):       A Room for Romeo Brass --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> My Summer of Love --[starred_actors]--> Natalie Press
Neg LogProb(↓):   0.325171
Path Entropy(↓):  0.749825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film home alone 3 are written by who
Start Entity:     Home Alone 3
Gold Answer:      [['James Greer', 'Jonathan Bernstein', 'Mark Blackwell', 'David L. Watts']]
Predicted Ans:    John Hughes
Predicted Path:   Home Alone 3 --[starred_actors]--> Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[written_by]--> John Hughes
Path (Raw):       Home Alone 3 --[starred_actors]--> Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[written_by]--> John Hughes
Neg LogProb(↓):   0.010989
Path Entropy(↓):  0.074063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie the tall t
Start Entity:     The Tall T
Gold Answer:      [['Zane Grey', 'Jonathan Latimer', 'Clarence Upson Young', 'Gene Lewis', 'Michael Mann', 'Hubert Osborne', 'Leslie Stevens', 'John Huston', 'Lamar Trotti', 'Jonas Ward', 'James Fenimore Cooper', 'Tom Stoppard', 'Abraham Merritt', 'H. Rider Haggard', 'Robert Dillon', 'Bernard Rose', 'Glendon Swarthout', 'Niven Busch', 'Harry Julian Fink', "George O'Neil", 'Allan Scott', 'Alice Duer Miller', 'Max Brand', 'Harvey Fergusson', 'Roy Huggins', 'Luke Short', 'Rita M. Fink', 'James Vance Marshall', 'Dwight Taylor', 'Richard H. Landau', 'Tod Browning', 'Nunnally Johnson', 'Ivor Novello', 'Alan Le May', 'Kenneth Fearing', 'Leo McCarey', 'Leo Tolstoy', 'Cameron Rogers', 'Kate Douglas Wiggin', 'Edgar Rice Burroughs', 'Faith Baldwin', 'Oscar Hammerstein II', 'Rex Beach', 'Lawrence Hazard', 'Robert Buckner', 'Elmore Leonard', 'Karl Tunberg', 'Mauri Grashin', 'Gladys Hill', 'Noel Behn', 'Tom Reed', 'George Owen', 'Don Ettlinger', 'Elia Kazan', 'Sloan Nibley', 'Burt Kennedy']]
Predicted Ans:    Glendon Swarthout
Predicted Path:   The Tall T --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[written_by]--> Glendon Swarthout
Path (Raw):       The Tall T --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[written_by]--> Glendon Swarthout
Neg LogProb(↓):   1.226605
Path Entropy(↓):  1.726000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was gene quintano the writer of
Start Entity:     Gene Quintano
Gold Answer:      [['Making the Grade', 'Treasure of the Four Crowns', "Comin' at Ya!", 'Loaded Weapon 1', 'Operation Dumbo Drop', "King Solomon's Mines", 'Sudden Death']]
Predicted Ans:    Sudden Death
Predicted Path:   Gene Quintano --[(INV) written_by]--> Sudden Death --[written_by]--> Karen Elise Baldwin --[(INV) written_by]--> Sudden Death
Path (Raw):       Gene Quintano --[(INV) written_by]--> Sudden Death --[written_by]--> Karen Elise Baldwin --[(INV) written_by]--> Sudden Death
Neg LogProb(↓):   0.642754
Path Entropy(↓):  1.381509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the hot spot
Start Entity:     The Hot Spot
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   The Hot Spot --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       The Hot Spot --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   1.817153
Path Entropy(↓):  3.606071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in nothing but the night
Start Entity:     Nothing But the Night
Gold Answer:      [['Thai', 'English']]
Predicted Ans:    English
Predicted Path:   Nothing But the Night --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Curse of Frankenstein --[in_language]--> English
Path (Raw):       Nothing But the Night --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Curse of Frankenstein --[in_language]--> English
Neg LogProb(↓):   0.478834
Path Entropy(↓):  0.784403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the honeymooners
Start Entity:     The Honeymooners
Gold Answer:      [['John Schultz']]
Predicted Ans:    John Schultz
Predicted Path:   The Honeymooners --[directed_by]--> John Schultz --[(INV) directed_by]--> The Honeymooners --[directed_by]--> John Schultz
Path (Raw):       The Honeymooners --[directed_by]--> John Schultz --[(INV) directed_by]--> The Honeymooners --[directed_by]--> John Schultz
Neg LogProb(↓):   0.069749
Path Entropy(↓):  0.248366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the forbidden kingdom also directed which films
Start Entity:     The Forbidden Kingdom
Gold Answer:      [['The Haunted Mansion', 'Stuart Little 2', 'Flypaper', 'Stuart Little', 'The Lion King']]
Predicted Ans:    The Forbidden Kingdom
Predicted Path:   The Forbidden Kingdom --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom
Path (Raw):       The Forbidden Kingdom --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[No Operation]--> The Forbidden Kingdom
Neg LogProb(↓):   0.349082
Path Entropy(↓):  0.865245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe film the exorcist
Start Entity:     The Exorcist
Gold Answer:      [['franchise', 'william friedkin', 'max von sydow', 'exorcism', 'cult', 'horror', 'scary', 'possession', 'priest', 'satan', 'gross', 'ellen burstyn']]
Predicted Ans:    scary
Predicted Path:   The Exorcist --[has_tags]--> scary --[(INV) has_tags]--> The Exorcist --[has_tags]--> scary
Path (Raw):       The Exorcist --[has_tags]--> scary --[(INV) has_tags]--> The Exorcist --[has_tags]--> scary
Neg LogProb(↓):   0.566347
Path Entropy(↓):  1.059249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of detour
Start Entity:     Detour
Gold Answer:      [['Richard Fleischer']]
Predicted Ans:    Richard Fleischer
Predicted Path:   Detour --[written_by]--> Martin Goldsmith --[(INV) written_by]--> The Narrow Margin --[directed_by]--> Richard Fleischer
Path (Raw):       Detour --[written_by]--> Martin Goldsmith --[(INV) written_by]--> The Narrow Margin --[directed_by]--> Richard Fleischer
Neg LogProb(↓):   0.054994
Path Entropy(↓):  0.209912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was dalton trumbo an actor in
Start Entity:     Dalton Trumbo
Gold Answer:      [['Trumbo']]
Predicted Ans:    Trumbo
Predicted Path:   Dalton Trumbo --[(INV) starred_actors]--> Trumbo --[written_by]--> Christopher Trumbo --[(INV) written_by]--> Trumbo
Path (Raw):       Dalton Trumbo --[(INV) starred_actors]--> Trumbo --[written_by]--> Christopher Trumbo --[(INV) written_by]--> Trumbo
Neg LogProb(↓):   0.087992
Path Entropy(↓):  0.373578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by aleksey popogrebskiy
Start Entity:     Aleksey Popogrebskiy
Gold Answer:      [['Boris Khlebnikov']]
Predicted Ans:    Aleksey Popogrebskiy
Predicted Path:   Aleksey Popogrebskiy --[(INV) directed_by]--> Roads to Koktebel --[directed_by]--> Aleksey Popogrebskiy
Path (Raw):       Aleksey Popogrebskiy --[No Operation]--> Aleksey Popogrebskiy --[(INV) directed_by]--> Roads to Koktebel --[directed_by]--> Aleksey Popogrebskiy
Neg LogProb(↓):   0.228848
Path Entropy(↓):  0.507611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in chance also appears in which films
Start Entity:     Chance
Gold Answer:      [['Latter Days']]
Predicted Ans:    Chance
Predicted Path:   Chance --[starred_actors]--> James Marsters --[(INV) starred_actors]--> Chance
Path (Raw):       Chance --[starred_actors]--> James Marsters --[No Operation]--> James Marsters --[(INV) starred_actors]--> Chance
Neg LogProb(↓):   0.000286
Path Entropy(↓):  0.002619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers of the movies directed by maud nycander
Start Entity:     Maud Nycander
Gold Answer:      [['Kristina Lindström']]
Predicted Ans:    Kristina Lindström
Predicted Path:   Maud Nycander --[(INV) directed_by]--> Palme --[directed_by]--> Kristina Lindström
Path (Raw):       Maud Nycander --[No Operation]--> Maud Nycander --[(INV) directed_by]--> Palme --[directed_by]--> Kristina Lindström
Neg LogProb(↓):   0.423698
Path Entropy(↓):  0.655665
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by rene fauchois were in which languages
Start Entity:     René Fauchois
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   René Fauchois --[(INV) written_by]--> Boudu Saved from Drowning --[in_language]--> French
Path (Raw):       René Fauchois --[No Operation]--> René Fauchois --[(INV) written_by]--> Boudu Saved from Drowning --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in guys and dolls
Start Entity:     Guys and Dolls
Gold Answer:      [['Italian', 'English', 'Spanish', 'German']]
Predicted Ans:    Italian
Predicted Path:   Guys and Dolls --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Path (Raw):       Guys and Dolls --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.079725
Path Entropy(↓):  0.340266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by bob dermer were directed by who
Start Entity:     Bob Dermer
Gold Answer:      [['Raymond Jafelice']]
Predicted Ans:    Raymond Jafelice
Predicted Path:   Bob Dermer --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland --[directed_by]--> Raymond Jafelice
Path (Raw):       Bob Dermer --[No Operation]--> Bob Dermer --[(INV) starred_actors]--> The Care Bears Adventure in Wonderland --[directed_by]--> Raymond Jafelice
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was hunting elephants written by
Start Entity:     Hunting Elephants
Gold Answer:      [['Reshef Levi']]
Predicted Ans:    Reshef Levi
Predicted Path:   Hunting Elephants --[written_by]--> Reshef Levi --[(INV) written_by]--> Hunting Elephants --[written_by]--> Reshef Levi
Path (Raw):       Hunting Elephants --[written_by]--> Reshef Levi --[(INV) written_by]--> Hunting Elephants --[written_by]--> Reshef Levi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by dan scanlon
Start Entity:     Dan Scanlon
Gold Answer:      [['John Goodman', 'Billy Crystal', 'Steve Buscemi']]
Predicted Ans:    John Goodman
Predicted Path:   Dan Scanlon --[(INV) written_by]--> Monsters University --[starred_actors]--> John Goodman
Path (Raw):       Dan Scanlon --[No Operation]--> Dan Scanlon --[(INV) written_by]--> Monsters University --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.147268
Path Entropy(↓):  0.400579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the homicide director
Start Entity:     Homicide
Gold Answer:      [['Drama', 'Mystery', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Homicide --[directed_by]--> David Mamet --[(INV) directed_by]--> Things Change --[has_genre]--> Drama
Path (Raw):       Homicide --[directed_by]--> David Mamet --[(INV) directed_by]--> Things Change --[has_genre]--> Drama
Neg LogProb(↓):   1.016771
Path Entropy(↓):  1.627402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with jesse warren
Start Entity:     Jesse Warren
Gold Answer:      [['Mark Gantt']]
Predicted Ans:    Jesse Warren
Predicted Path:   Jesse Warren --[(INV) written_by]--> The Bannen Way --[written_by]--> Jesse Warren
Path (Raw):       Jesse Warren --[No Operation]--> Jesse Warren --[(INV) written_by]--> The Bannen Way --[written_by]--> Jesse Warren
Neg LogProb(↓):   0.001650
Path Entropy(↓):  0.012213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of colonel chabert
Start Entity:     Colonel Chabert
Gold Answer:      [['Cousin Bette', 'Passion in the Desert', 'La Belle Noiseuse']]
Predicted Ans:    La Belle Noiseuse
Predicted Path:   Colonel Chabert --[written_by]--> Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse
Path (Raw):       Colonel Chabert --[No Operation]--> Colonel Chabert --[written_by]--> Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse
Neg LogProb(↓):   0.177399
Path Entropy(↓):  0.522157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of ice cream man
Start Entity:     Ice Cream Man
Gold Answer:      [['2014']]
Predicted Ans:    1995
Predicted Path:   Ice Cream Man --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man --[release_year]--> 1995
Path (Raw):       Ice Cream Man --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man --[release_year]--> 1995
Neg LogProb(↓):   0.150191
Path Entropy(↓):  0.404488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film 21 hours at munich
Start Entity:     21 Hours at Munich
Gold Answer:      [['1969', '1991']]
Predicted Ans:    1969
Predicted Path:   21 Hours at Munich --[directed_by]--> William A. Graham --[(INV) directed_by]--> Change of Habit --[release_year]--> 1969
Path (Raw):       21 Hours at Munich --[directed_by]--> William A. Graham --[(INV) directed_by]--> Change of Habit --[release_year]--> 1969
Neg LogProb(↓):   0.671789
Path Entropy(↓):  0.922214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by kenneth tsang were written by who
Start Entity:     Kenneth Tsang
Gold Answer:      [['Ken Sanzel']]
Predicted Ans:    Ken Sanzel
Predicted Path:   Kenneth Tsang --[(INV) starred_actors]--> The Replacement Killers --[written_by]--> Ken Sanzel
Path (Raw):       Kenneth Tsang --[No Operation]--> Kenneth Tsang --[(INV) starred_actors]--> The Replacement Killers --[written_by]--> Ken Sanzel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of city of angels
Start Entity:     City of Angels
Gold Answer:      [['French', 'Portuguese', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   City of Angels --[written_by]--> Wim Wenders --[(INV) written_by]--> Room 666 --[in_language]--> German
Path (Raw):       City of Angels --[written_by]--> Wim Wenders --[(INV) written_by]--> Room 666 --[in_language]--> German
Neg LogProb(↓):   0.355433
Path Entropy(↓):  0.831723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the raid 2
Start Entity:     The Raid 2
Gold Answer:      [['Merantau']]
Predicted Ans:    Merantau
Predicted Path:   The Raid 2 --[starred_actors]--> Iko Uwais --[(INV) starred_actors]--> Merantau
Path (Raw):       The Raid 2 --[starred_actors]--> Iko Uwais --[No Operation]--> Iko Uwais --[(INV) starred_actors]--> Merantau
Neg LogProb(↓):   0.141143
Path Entropy(↓):  0.390856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of a civil action
Start Entity:     A Civil Action
Gold Answer:      [['Drama', 'Sport', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Civil Action --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[has_genre]--> Drama
Path (Raw):       A Civil Action --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[has_genre]--> Drama
Neg LogProb(↓):   0.427124
Path Entropy(↓):  1.086329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for sealed cargo
Start Entity:     Sealed Cargo
Gold Answer:      [['Edmund Gilligan']]
Predicted Ans:    Edmund Gilligan
Predicted Path:   Sealed Cargo --[written_by]--> Edmund Gilligan --[(INV) written_by]--> Sealed Cargo --[written_by]--> Edmund Gilligan
Path (Raw):       Sealed Cargo --[written_by]--> Edmund Gilligan --[(INV) written_by]--> Sealed Cargo --[written_by]--> Edmund Gilligan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for captain eo
Start Entity:     Captain EO
Gold Answer:      [['George Lucas', 'Francis Ford Coppola', 'Rusty Lemorande']]
Predicted Ans:    George Lucas
Predicted Path:   Captain EO --[written_by]--> George Lucas --[(INV) written_by]--> More American Graffiti --[written_by]--> George Lucas
Path (Raw):       Captain EO --[written_by]--> George Lucas --[(INV) written_by]--> More American Graffiti --[written_by]--> George Lucas
Neg LogProb(↓):   0.580616
Path Entropy(↓):  0.997556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by denys arcand
Start Entity:     Denys Arcand
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Denys Arcand --[(INV) written_by]--> Days of Darkness --[in_language]--> French
Path (Raw):       Denys Arcand --[No Operation]--> Denys Arcand --[(INV) written_by]--> Days of Darkness --[in_language]--> French
Neg LogProb(↓):   0.066899
Path Entropy(↓):  0.240255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film napoleon dynamite
Start Entity:     Napoleon Dynamite
Gold Answer:      [['Jared Hess', 'Jerusha Hess']]
Predicted Ans:    Jared Hess
Predicted Path:   Napoleon Dynamite --[written_by]--> Jared Hess --[(INV) written_by]--> Napoleon Dynamite --[written_by]--> Jared Hess
Path (Raw):       Napoleon Dynamite --[written_by]--> Jared Hess --[(INV) written_by]--> Napoleon Dynamite --[written_by]--> Jared Hess
Neg LogProb(↓):   0.559020
Path Entropy(↓):  0.799883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sean astin co - starred with who
Start Entity:     Sean Astin
Gold Answer:      [['Neal McDonough', 'Trace Adkins', 'Martin Landau', 'Wil Wheaton', 'Winona Ryder', 'Gary Cole', 'Brendan Fraser', 'Hilary Duff', 'Ned Beatty', 'Adam Sandler', 'Sarah Drew', 'Patricia Heaton', 'Andrew Divoff', 'Powers Boothe', 'Stockard Channing', 'Rob Schneider', 'Dermot Mulroney', 'Melinda Dillon', 'Sean Faris', 'Edward Asner', 'Laura San Giacomo', 'Pauly Shore', 'Mark Polish', 'Drew Barrymore', 'Morgan Freeman']]
Predicted Ans:    Sean Astin
Predicted Path:   Sean Astin --[(INV) starred_actors]--> Moms' Night Out --[starred_actors]--> Sean Astin
Path (Raw):       Sean Astin --[No Operation]--> Sean Astin --[(INV) starred_actors]--> Moms' Night Out --[starred_actors]--> Sean Astin
Neg LogProb(↓):   0.926468
Path Entropy(↓):  1.249693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of tony rome
Start Entity:     Tony Rome
Gold Answer:      [['Rough Night in Jericho', 'Lady in Cement', 'Duel at Diablo']]
Predicted Ans:    Tony Rome
Predicted Path:   Tony Rome --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome
Path (Raw):       Tony Rome --[No Operation]--> Tony Rome --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome
Neg LogProb(↓):   0.160372
Path Entropy(↓):  0.529515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What kind of movie is drones
Start Entity:     Drones
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Drones --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Drones --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.276627
Path Entropy(↓):  4.405915
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by lem dobbs were directed by who
Start Entity:     Lem Dobbs
Gold Answer:      [['Robert Redford', 'William Dieterle', 'Steven Soderbergh', 'Alex Proyas']]
Predicted Ans:    William Dieterle
Predicted Path:   Lem Dobbs --[(INV) written_by]--> Dark City --[directed_by]--> William Dieterle
Path (Raw):       Lem Dobbs --[No Operation]--> Lem Dobbs --[(INV) written_by]--> Dark City --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.110135
Path Entropy(↓):  0.481360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in felix de givry starred movies
Start Entity:     Félix de Givry
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Félix de Givry --[(INV) starred_actors]--> Eden --[in_language]--> French
Path (Raw):       Félix de Givry --[No Operation]--> Félix de Givry --[(INV) starred_actors]--> Eden --[in_language]--> French
Neg LogProb(↓):   0.027753
Path Entropy(↓):  0.125484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote for ellen
Start Entity:     For Ellen
Gold Answer:      [['2006']]
Predicted Ans:    2012
Predicted Path:   For Ellen --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen --[release_year]--> 2012
Path (Raw):       For Ellen --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen --[release_year]--> 2012
Neg LogProb(↓):   0.000362
Path Entropy(↓):  0.003232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film directed by hunter weeks
Start Entity:     Hunter Weeks
Gold Answer:      [['10 MPH']]
Predicted Ans:    10 MPH
Predicted Path:   Hunter Weeks --[(INV) directed_by]--> 10 MPH --[directed_by]--> Hunter Weeks --[(INV) directed_by]--> 10 MPH
Path (Raw):       Hunter Weeks --[(INV) directed_by]--> 10 MPH --[directed_by]--> Hunter Weeks --[(INV) directed_by]--> 10 MPH
Neg LogProb(↓):   0.000154
Path Entropy(↓):  0.001575
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in major barbara
Start Entity:     Major Barbara
Gold Answer:      [['Rex Harrison', 'Wendy Hiller']]
Predicted Ans:    Trevor Howard
Predicted Path:   Major Barbara --[starred_actors]--> Wendy Hiller --[(INV) starred_actors]--> Outcast of the Islands --[starred_actors]--> Trevor Howard
Path (Raw):       Major Barbara --[starred_actors]--> Wendy Hiller --[(INV) starred_actors]--> Outcast of the Islands --[starred_actors]--> Trevor Howard
Neg LogProb(↓):   0.058288
Path Entropy(↓):  0.245999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie point blank are directed by who
Start Entity:     Point Blank
Gold Answer:      [['Edward Dmytryk', 'Pedro Almodóvar', 'Richard L. Bare', 'Aleksandr Gordon', 'Marika Beiku', 'Jean Dujardin', 'Stuart Rosenberg', 'Menahem Golan', 'Guillaume Canet', 'Gilles Lellouche', 'Yves Boisset', 'Michael Apted', 'Andrei Tarkovsky', 'Roger Vadim', 'Robert Aldrich', 'Elliot Silverstein', 'John Ford', 'Siegfried', 'Vincent Sherman', 'Melville Shavelson', 'John Boorman', 'Stanley Kramer', 'Budd Boetticher', 'David Miller', 'Gus Van Sant', 'Jacques Deray', 'Samuel Fuller', 'Joshua Logan', 'Don Siegel', 'Robert Siodmak', 'Rachid Bouchareb', 'Gabe Ibáñez', 'Richard Brooks', 'Brian De Palma', 'Howard Hawks', 'Michael Ritchie']]
Predicted Ans:    Howard Hawks
Predicted Path:   Point Blank --[starred_actors]--> Angie Dickinson --[(INV) starred_actors]--> Rio Bravo --[directed_by]--> Howard Hawks
Path (Raw):       Point Blank --[starred_actors]--> Angie Dickinson --[(INV) starred_actors]--> Rio Bravo --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.871525
Path Entropy(↓):  1.680351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film easy a
Start Entity:     Easy A
Gold Answer:      [['2009', '2014', '2012', '2011', '2013']]
Predicted Ans:    2012
Predicted Path:   Easy A --[starred_actors]--> Emma Stone --[(INV) starred_actors]--> The Amazing Spider-Man --[release_year]--> 2012
Path (Raw):       Easy A --[starred_actors]--> Emma Stone --[(INV) starred_actors]--> The Amazing Spider-Man --[release_year]--> 2012
Neg LogProb(↓):   0.124404
Path Entropy(↓):  0.435495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with robert benchley
Start Entity:     Robert Benchley
Gold Answer:      [['Fred Astaire', 'Fredric March', 'Susan Hayward', 'Veronica Lake', 'Rita Hayworth', 'Joan Leslie']]
Predicted Ans:    Susan Hayward
Predicted Path:   Robert Benchley --[(INV) starred_actors]--> I Married a Witch --[starred_actors]--> Susan Hayward
Path (Raw):       Robert Benchley --[No Operation]--> Robert Benchley --[(INV) starred_actors]--> I Married a Witch --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000269
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by thomas heggen
Start Entity:     Thomas Heggen
Gold Answer:      [['William Powell', 'Jack Lemmon', 'James Cagney', 'Henry Fonda']]
Predicted Ans:    Henry Fonda
Predicted Path:   Thomas Heggen --[(INV) written_by]--> Mister Roberts --[starred_actors]--> Henry Fonda
Path (Raw):       Thomas Heggen --[No Operation]--> Thomas Heggen --[(INV) written_by]--> Mister Roberts --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.148715
Path Entropy(↓):  0.483064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of control
Start Entity:     Control
Gold Answer:      [['Philip Seymour Hoffman', 'George Clooney', 'Irina Björklund']]
Predicted Ans:    George Clooney
Predicted Path:   Control --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> The American --[starred_actors]--> George Clooney
Path (Raw):       Control --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> The American --[starred_actors]--> George Clooney
Neg LogProb(↓):   0.032736
Path Entropy(↓):  0.153660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of patriotism
Start Entity:     Patriotism
Gold Answer:      [['The School of Flesh', 'The Sailor Who Fell from Grace with the Sea']]
Predicted Ans:    The School of Flesh
Predicted Path:   Patriotism --[written_by]--> Yukio Mishima --[(INV) written_by]--> The School of Flesh
Path (Raw):       Patriotism --[No Operation]--> Patriotism --[written_by]--> Yukio Mishima --[(INV) written_by]--> The School of Flesh
Neg LogProb(↓):   0.340743
Path Entropy(↓):  0.910305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bruno were released in which years
Start Entity:     Brüno
Gold Answer:      [['2012', '2003']]
Predicted Ans:    2012
Predicted Path:   Brüno --[directed_by]--> Larry Charles --[(INV) directed_by]--> The Dictator --[release_year]--> 2012
Path (Raw):       Brüno --[directed_by]--> Larry Charles --[(INV) directed_by]--> The Dictator --[release_year]--> 2012
Neg LogProb(↓):   0.785349
Path Entropy(↓):  1.058098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie my stepmother is an alien
Start Entity:     My Stepmother Is an Alien
Gold Answer:      [['Walter Hill', 'Timothy Harris', 'Herschel Weingrod', 'Laurice Elehwany', 'Alan Zweibel', 'Tom Mankiewicz', 'Larry Gelbart', 'Buster Keaton', 'Paul Haggis', 'Bob Clark', 'Thomas Berger', 'François Truffaut', 'John Cusack', 'Aaron Seltzer', 'John Landis', 'George Gallo', 'Neil Simon', 'Blake Edwards', 'Ivan Cotroneo', 'Sam Shepard', 'Richard Christian Matheson', 'Mark Victor', 'Bob Brunner', 'Deborah Amelon', 'Jim Thompson', 'Nico Mastorakis', 'Robert Boris', 'Bruce Jay Friedman', 'Richard Matheson', 'Cathy Cash Spellman', 'Wesley Strick', 'Robert Benton', 'Dana Olsen', 'Harvey Miller', 'Robert Zemeckis', 'Bob Gale', 'Dan Aykroyd', 'Allan Aaron Katz', 'Adam Herz', 'Harold Ramis', 'Susan Montford', 'Bernard Malamud', 'Edward Bryant', 'Kuki Gallmann', 'Bob Kane', 'Chris Morgan', 'Sam Hamm', 'Warren Skaaren', 'Judd Apatow', 'Scott Silver', 'Carl Gottlieb', 'Colin Quinn', 'Dave Thomas', 'John Hughes', 'Michael Grais', 'Fraser Clarke Heston', 'Larry Cohen', 'Andy Breckman']]
Predicted Ans:    Blake Edwards
Predicted Path:   My Stepmother Is an Alien --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       My Stepmother Is an Alien --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.242326
Path Entropy(↓):  1.930649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the black dahlia
Start Entity:     The Black Dahlia
Gold Answer:      [['Brian De Palma']]
Predicted Ans:    Brian De Palma
Predicted Path:   The Black Dahlia --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[directed_by]--> Brian De Palma
Path (Raw):       The Black Dahlia --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[directed_by]--> Brian De Palma
Neg LogProb(↓):   0.814981
Path Entropy(↓):  1.542710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor aurora miranda acted together with who
Start Entity:     Aurora Miranda
Gold Answer:      [['Dora Luz', 'Carmen Molina']]
Predicted Ans:    Aurora Miranda
Predicted Path:   Aurora Miranda --[(INV) starred_actors]--> The Three Caballeros --[starred_actors]--> Aurora Miranda
Path (Raw):       Aurora Miranda --[No Operation]--> Aurora Miranda --[(INV) starred_actors]--> The Three Caballeros --[starred_actors]--> Aurora Miranda
Neg LogProb(↓):   0.003900
Path Entropy(↓):  0.026567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie arthur newman were released in which years
Start Entity:     Arthur Newman
Gold Answer:      [['2008', '2003', '2006', '1984', '2007', '2009', '2010', '2004', '2014', '1989', '2012', '2011', '2013', '1988', '1966', '2005', '1991', '1987', '1928']]
Predicted Ans:    2008
Predicted Path:   Arthur Newman --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[release_year]--> 2008
Path (Raw):       Arthur Newman --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[release_year]--> 2008
Neg LogProb(↓):   1.015744
Path Entropy(↓):  2.118185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did rajeev khandelwal act in
Start Entity:     Rajeev Khandelwal
Gold Answer:      [['Aamir', 'Table No. 21']]
Predicted Ans:    Table No. 21
Predicted Path:   Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21 --[starred_actors]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21
Path (Raw):       Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21 --[starred_actors]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21
Neg LogProb(↓):   0.001675
Path Entropy(↓):  0.013461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie dog nail clipper
Start Entity:     Dog Nail Clipper
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Dog Nail Clipper --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Dog Nail Clipper --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.268560
Path Entropy(↓):  4.514273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does elisabeth shue act in
Start Entity:     Elisabeth Shue
Gold Answer:      [['Adventures in Babysitting', 'The Karate Kid', 'Janie Jones', 'The Saint', 'Waking Madison', 'Molly', 'Leaving Las Vegas', 'The Trigger Effect', 'Link', 'Cocktail', 'Palmetto', 'Piranha 3D', 'Hollow Man', 'House at the End of the Street']]
Predicted Ans:    Waking Madison
Predicted Path:   Elisabeth Shue --[(INV) starred_actors]--> Waking Madison --[starred_actors]--> Elisabeth Shue --[(INV) starred_actors]--> Waking Madison
Path (Raw):       Elisabeth Shue --[(INV) starred_actors]--> Waking Madison --[starred_actors]--> Elisabeth Shue --[(INV) starred_actors]--> Waking Madison
Neg LogProb(↓):   0.782288
Path Entropy(↓):  2.102095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with no looking back
Start Entity:     No Looking Back
Gold Answer:      [['Ash Wednesday', 'The Brothers McMullen', 'Newlyweds', 'Nice Guy Johnny', 'The Groomsmen', 'Sidewalks of New York', 'The Fitzgerald Family Christmas', "She's the One", 'Purple Violets']]
Predicted Ans:    She's the One
Predicted Path:   No Looking Back --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One
Path (Raw):       No Looking Back --[No Operation]--> No Looking Back --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One
Neg LogProb(↓):   0.441172
Path Entropy(↓):  1.445747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the cincinnati kid
Start Entity:     The Cincinnati Kid
Gold Answer:      [['1968', '1970', '2006', '1965', '1969']]
Predicted Ans:    1969
Predicted Path:   The Cincinnati Kid --[written_by]--> Terry Southern --[(INV) written_by]--> The Magic Christian --[release_year]--> 1969
Path (Raw):       The Cincinnati Kid --[written_by]--> Terry Southern --[(INV) written_by]--> The Magic Christian --[release_year]--> 1969
Neg LogProb(↓):   0.610764
Path Entropy(↓):  1.171111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie drag me to hell
Start Entity:     Drag Me to Hell
Gold Answer:      [['1995', '1998', '1978', '2000', '1990', '1987', '1992', '2004', '1985', '1999', '2002', '1981', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Drag Me to Hell --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Drag Me to Hell --[release_year]--> 2009
Path (Raw):       Drag Me to Hell --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Drag Me to Hell --[release_year]--> 2009
Neg LogProb(↓):   1.093126
Path Entropy(↓):  2.010111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are movie co - writers of bill phillips
Start Entity:     Bill Phillips
Gold Answer:      [['Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Bill Phillips --[(INV) written_by]--> Christine --[written_by]--> Stephen King
Path (Raw):       Bill Phillips --[No Operation]--> Bill Phillips --[(INV) written_by]--> Christine --[written_by]--> Stephen King
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in death rides a horse
Start Entity:     Death Rides a Horse
Gold Answer:      [['Joyce Hooper Corrington', 'Jacqueline Susann', 'Edgar Rice Burroughs', 'Gianfranco Parolini', 'Leigh Chapman', 'Sergio Leone', 'Tom Rowe', 'Gary Goddard', 'Luciano Vincenzoni', 'Samuel A. Taylor', 'John William Corrington', 'Lou Rusoff', 'Ray Harryhausen', 'Paul Aaron']]
Predicted Ans:    Sergio Leone
Predicted Path:   Death Rides a Horse --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[written_by]--> Sergio Leone
Path (Raw):       Death Rides a Horse --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[written_by]--> Sergio Leone
Neg LogProb(↓):   0.032164
Path Entropy(↓):  0.150724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie bad dreams
Start Entity:     Bad Dreams
Gold Answer:      [['Christian Duguay', 'Brian Yuzna']]
Predicted Ans:    Andrew Fleming
Predicted Path:   Bad Dreams --[starred_actors]--> Bruce Abbott --[(INV) starred_actors]--> Bad Dreams --[directed_by]--> Andrew Fleming
Path (Raw):       Bad Dreams --[starred_actors]--> Bruce Abbott --[(INV) starred_actors]--> Bad Dreams --[directed_by]--> Andrew Fleming
Neg LogProb(↓):   0.149797
Path Entropy(↓):  0.487539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie reuben, reuben were in which genres
Start Entity:     Reuben, Reuben
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Reuben, Reuben --[directed_by]--> Robert Ellis Miller --[(INV) directed_by]--> Reuben, Reuben --[has_genre]--> Comedy
Path (Raw):       Reuben, Reuben --[directed_by]--> Robert Ellis Miller --[(INV) directed_by]--> Reuben, Reuben --[has_genre]--> Comedy
Neg LogProb(↓):   0.567360
Path Entropy(↓):  0.760570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie summer rental were released in which years
Start Entity:     Summer Rental
Gold Answer:      [['1983', '1970', '1997', '1990', '1993', '1982', '1979', '1987', '1984', '1977']]
Predicted Ans:    1990
Predicted Path:   Summer Rental --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Sibling Rivalry --[release_year]--> 1990
Path (Raw):       Summer Rental --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Sibling Rivalry --[release_year]--> 1990
Neg LogProb(↓):   0.868891
Path Entropy(↓):  1.659951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by psychic abilities
Start Entity:     psychic abilities
Gold Answer:      [['The Shining']]
Predicted Ans:    The Shining
Predicted Path:   psychic abilities --[(INV) has_tags]--> The Shining --[has_tags]--> psychic abilities --[(INV) has_tags]--> The Shining
Path (Raw):       psychic abilities --[(INV) has_tags]--> The Shining --[has_tags]--> psychic abilities --[(INV) has_tags]--> The Shining
Neg LogProb(↓):   0.177677
Path Entropy(↓):  0.447579
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed carmen comes home
Start Entity:     Carmen Comes Home
Gold Answer:      [['Sakae Tsuboi', 'Keisuke Kinoshita']]
Predicted Ans:    Keisuke Kinoshita
Predicted Path:   Carmen Comes Home --[directed_by]--> Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita
Path (Raw):       Carmen Comes Home --[directed_by]--> Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita
Neg LogProb(↓):   0.000876
Path Entropy(↓):  0.007083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of only the strong
Start Entity:     Only the Strong
Gold Answer:      [['2001', '1990', '2003', '1991', '2006']]
Predicted Ans:    2003
Predicted Path:   Only the Strong --[directed_by]--> Sheldon Lettich --[(INV) directed_by]--> The Order --[release_year]--> 2003
Path (Raw):       Only the Strong --[directed_by]--> Sheldon Lettich --[(INV) directed_by]--> The Order --[release_year]--> 2003
Neg LogProb(↓):   0.371328
Path Entropy(↓):  1.092801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by michael kanin released
Start Entity:     Michael Kanin
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Michael Kanin --[(INV) written_by]--> Woman of the Year --[release_year]--> 1942
Path (Raw):       Michael Kanin --[No Operation]--> Michael Kanin --[(INV) written_by]--> Woman of the Year --[release_year]--> 1942
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie homicidal
Start Entity:     Homicidal
Gold Answer:      [['1958', '1960', '1999', '1959']]
Predicted Ans:    1959
Predicted Path:   Homicidal --[written_by]--> Robb White --[(INV) written_by]--> The Tingler --[release_year]--> 1959
Path (Raw):       Homicidal --[written_by]--> Robb White --[(INV) written_by]--> The Tingler --[release_year]--> 1959
Neg LogProb(↓):   0.145813
Path Entropy(↓):  0.551136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of zack pearlman acted films
Start Entity:     Zack Pearlman
Gold Answer:      [['Huck Botko', 'Andrew Gurland']]
Predicted Ans:    Huck Botko
Predicted Path:   Zack Pearlman --[(INV) starred_actors]--> The Virginity Hit --[directed_by]--> Huck Botko
Path (Raw):       Zack Pearlman --[No Operation]--> Zack Pearlman --[(INV) starred_actors]--> The Virginity Hit --[directed_by]--> Huck Botko
Neg LogProb(↓):   0.312242
Path Entropy(↓):  0.581456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the caine mutiny
Start Entity:     The Caine Mutiny
Gold Answer:      [['Humphrey Bogart', 'Fred MacMurray', 'José Ferrer', 'Van Johnson']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   The Caine Mutiny --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> In a Lonely Place --[starred_actors]--> Humphrey Bogart
Path (Raw):       The Caine Mutiny --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> In a Lonely Place --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.452142
Path Entropy(↓):  1.056443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with i, the jury fall under
Start Entity:     I, the Jury
Gold Answer:      [['Music', 'Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   I, the Jury --[starred_actors]--> Barbara Carrera --[(INV) starred_actors]--> Lone Wolf McQuade --[has_genre]--> Action
Path (Raw):       I, the Jury --[starred_actors]--> Barbara Carrera --[(INV) starred_actors]--> Lone Wolf McQuade --[has_genre]--> Action
Neg LogProb(↓):   0.134527
Path Entropy(↓):  0.442776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by john suits released
Start Entity:     John Suits
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   John Suits --[(INV) written_by]--> Breathing Room --[release_year]--> 2008
Path (Raw):       John Suits --[No Operation]--> John Suits --[(INV) written_by]--> Breathing Room --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote outrageous fortune
Start Entity:     Outrageous Fortune
Gold Answer:      [['Peter Farrelly', 'Elaine May', 'John Waters', 'Adam Shankman', 'Mimi Leder']]
Predicted Ans:    Adam Shankman
Predicted Path:   Outrageous Fortune --[written_by]--> Leslie Dixon --[(INV) written_by]--> Hairspray --[directed_by]--> Adam Shankman
Path (Raw):       Outrageous Fortune --[written_by]--> Leslie Dixon --[(INV) written_by]--> Hairspray --[directed_by]--> Adam Shankman
Neg LogProb(↓):   0.100650
Path Entropy(↓):  0.366171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor christina cole acted together with who
Start Entity:     Christina Cole
Gold Answer:      [['Mike Vogel', 'Jaime Murray']]
Predicted Ans:    Mike Vogel
Predicted Path:   Christina Cole --[(INV) starred_actors]--> The Deaths of Ian Stone --[starred_actors]--> Mike Vogel
Path (Raw):       Christina Cole --[No Operation]--> Christina Cole --[(INV) starred_actors]--> The Deaths of Ian Stone --[starred_actors]--> Mike Vogel
Neg LogProb(↓):   0.009409
Path Entropy(↓):  0.054883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the cotton club
Start Entity:     The Cotton Club
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Cotton Club --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Cotton Club --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.353169
Path Entropy(↓):  4.556795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie run ronnie run
Start Entity:     Run Ronnie Run
Gold Answer:      [['2012', '2011', '2007']]
Predicted Ans:    2007
Predicted Path:   Run Ronnie Run --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[release_year]--> 2007
Path (Raw):       Run Ronnie Run --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[release_year]--> 2007
Neg LogProb(↓):   0.027085
Path Entropy(↓):  0.139422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with louise fazenda
Start Entity:     Louise Fazenda
Gold Answer:      [['Lawrence Gray', 'Bernice Claire', 'Alexander Gray', 'Agnes Moorehead', 'Joe Cook', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   Louise Fazenda --[(INV) starred_actors]--> The Bat --[starred_actors]--> Vincent Price
Path (Raw):       Louise Fazenda --[No Operation]--> Louise Fazenda --[(INV) starred_actors]--> The Bat --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.031578
Path Entropy(↓):  0.156298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did rita wilson star in
Start Entity:     Rita Wilson
Gold Answer:      [['Jingle All the Way']]
Predicted Ans:    First Kid
Predicted Path:   Rita Wilson --[(INV) starred_actors]--> Jingle All the Way --[starred_actors]--> Sinbad --[(INV) starred_actors]--> First Kid
Path (Raw):       Rita Wilson --[(INV) starred_actors]--> Jingle All the Way --[starred_actors]--> Sinbad --[(INV) starred_actors]--> First Kid
Neg LogProb(↓):   0.187661
Path Entropy(↓):  0.578330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the quiet duel also directed which films
Start Entity:     The Quiet Duel
Gold Answer:      [['Ikiru', 'The Bad Sleep Well', 'No Regrets for Our Youth', 'One Wonderful Sunday', 'Madadayo', "Dodes'ka-den", 'Throne of Blood', 'Rashomon', 'Yojimbo', 'Sanjuro', 'Seven Samurai', 'Rhapsody in August', 'Sanshiro Sugata', 'Dersu Uzala', 'Kagemusha', 'Ran', 'High and Low', 'Dreams', 'Stray Dog', 'Drunken Angel', 'Red Beard', 'The Hidden Fortress']]
Predicted Ans:    Ran
Predicted Path:   The Quiet Duel --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran
Path (Raw):       The Quiet Duel --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[No Operation]--> Ran
Neg LogProb(↓):   1.191681
Path Entropy(↓):  2.097969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by sam pancake fall under
Start Entity:     Sam Pancake
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sam Pancake --[(INV) written_by]--> Space Station 76 --[has_genre]--> Comedy
Path (Raw):       Sam Pancake --[No Operation]--> Sam Pancake --[(INV) written_by]--> Space Station 76 --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed movies with lance roehrig
Start Entity:     Lance Roehrig
Gold Answer:      [['Tyler Oliver', 'Alexander Holt']]
Predicted Ans:    Lance Roehrig
Predicted Path:   Lance Roehrig --[(INV) directed_by]--> Forget Me Not --[directed_by]--> Lance Roehrig
Path (Raw):       Lance Roehrig --[No Operation]--> Lance Roehrig --[(INV) directed_by]--> Forget Me Not --[directed_by]--> Lance Roehrig
Neg LogProb(↓):   0.086385
Path Entropy(↓):  0.333930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe i'm still here in a few words
Start Entity:     I'm Still Here
Gold Answer:      [['joaquin phoenix', 'casey affleck', 'mockumentary']]
Predicted Ans:    liv tyler
Predicted Path:   I'm Still Here --[has_tags]--> casey affleck --[(INV) has_tags]--> Lonesome Jim --[has_tags]--> liv tyler
Path (Raw):       I'm Still Here --[has_tags]--> casey affleck --[(INV) has_tags]--> Lonesome Jim --[has_tags]--> liv tyler
Neg LogProb(↓):   0.431063
Path Entropy(↓):  0.911276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the director of orchestra rehearsal
Start Entity:     Orchestra Rehearsal
Gold Answer:      [['Federico Fellini']]
Predicted Ans:    Federico Fellini
Predicted Path:   Orchestra Rehearsal --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Juliet of the Spirits --[directed_by]--> Federico Fellini
Path (Raw):       Orchestra Rehearsal --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Juliet of the Spirits --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.910922
Path Entropy(↓):  1.418816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie arrowsmith
Start Entity:     Arrowsmith
Gold Answer:      [['1946', '1959', '1993', '1936', '1920', '1935', '1941', '1963', '1939', '1933', '1957', '1953', '1947', '1917', '1956', '1931', '1948', '1940', '1938', '1926', '1961', '1955', '1962', '1934', '1924', '1964', '1949', '1966', '1950', '1960', '1952', '1929', '1965', '1927', '1999', '1945', '1937', '1928', '1958', '1930']]
Predicted Ans:    1948
Predicted Path:   Arrowsmith --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Path (Raw):       Arrowsmith --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.642965
Path Entropy(↓):  2.838520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie radio flyer
Start Entity:     Radio Flyer
Gold Answer:      [['Richard Donner']]
Predicted Ans:    Richard Donner
Predicted Path:   Radio Flyer --[directed_by]--> Richard Donner --[(INV) directed_by]--> 16 Blocks --[directed_by]--> Richard Donner
Path (Raw):       Radio Flyer --[directed_by]--> Richard Donner --[(INV) directed_by]--> 16 Blocks --[directed_by]--> Richard Donner
Neg LogProb(↓):   0.833227
Path Entropy(↓):  1.293771
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in buffalo soldiers
Start Entity:     Buffalo Soldiers
Gold Answer:      [['Joaquin Phoenix', 'Scott Glenn', 'Anna Paquin', 'Ed Harris']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Buffalo Soldiers --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Buffalo Soldiers --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.086211
Path Entropy(↓):  0.387363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for viva villa!
Start Entity:     Viva Villa!
Gold Answer:      [['William A. Wellman', 'Howard Hawks', 'Jack Conway']]
Predicted Ans:    Jack Conway
Predicted Path:   Viva Villa! --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[directed_by]--> Jack Conway
Path (Raw):       Viva Villa! --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[directed_by]--> Jack Conway
Neg LogProb(↓):   1.184136
Path Entropy(↓):  1.033913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of mister 880
Start Entity:     Mister 880
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Mister 880 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Mister 880 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.191490
Path Entropy(↓):  4.442126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by matthew hope fall under
Start Entity:     Matthew Hope
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Matthew Hope --[(INV) directed_by]--> The Veteran --[has_genre]--> Action
Path (Raw):       Matthew Hope --[No Operation]--> Matthew Hope --[(INV) directed_by]--> The Veteran --[has_genre]--> Action
Neg LogProb(↓):   0.000459
Path Entropy(↓):  0.003988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the terrorist
Start Entity:     The Terrorist
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Terrorist --[directed_by]--> Santosh Sivan --[(INV) directed_by]--> Before the Rains --[has_genre]--> Drama
Path (Raw):       The Terrorist --[directed_by]--> Santosh Sivan --[(INV) directed_by]--> Before the Rains --[has_genre]--> Drama
Neg LogProb(↓):   0.138758
Path Entropy(↓):  0.385553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with roman polanski
Start Entity:     Roman Polanski
Gold Answer:      [['Gérard Depardieu', 'Isabelle Adjani', 'Melvyn Douglas']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   Roman Polanski --[(INV) starred_actors]--> A Pure Formality --[starred_actors]--> Gérard Depardieu
Path (Raw):       Roman Polanski --[No Operation]--> Roman Polanski --[(INV) starred_actors]--> A Pure Formality --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.505739
Path Entropy(↓):  1.054264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the valley girl director
Start Entity:     Valley Girl
Gold Answer:      [['Music', 'Biography', 'Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Valley Girl --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Tribute --[has_genre]--> Comedy
Path (Raw):       Valley Girl --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Tribute --[has_genre]--> Comedy
Neg LogProb(↓):   0.562454
Path Entropy(↓):  1.087165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in becoming jane also appears in which movies
Start Entity:     Becoming Jane
Gold Answer:      [['Rachel Getting Married', 'The Conspirator', 'The Princess Diaries', 'Educating Rita', 'Get Smart', 'I, Robot', 'Arthur Christmas', 'Still Mine', 'Buster', 'Wanted', 'Welcome to the Punch', 'The Other Side of Heaven', 'The Last King of Scotland', 'Brave', 'Intimate Relations', 'Wah-Wah', 'The Devil Wears Prada', 'Trance', 'RKO 281', 'Memorial Day', 'Tortured', 'Hoodwinked!', 'Les Misérables', 'Sister My Sister', 'Ella Enchanted', 'One Day', 'Bride Wars', 'Calendar Girls', 'Titanic Town', 'Havoc', 'Alice in Wonderland', 'Passengers']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Becoming Jane --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Becoming Jane --[starred_actors]--> Anne Hathaway --[No Operation]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.234890
Path Entropy(↓):  0.914447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by iain morris starred which actors
Start Entity:     Iain Morris
Gold Answer:      [['Simon Bird', 'Blake Harrison', 'Joe Thomas', 'James Buckley']]
Predicted Ans:    James Buckley
Predicted Path:   Iain Morris --[(INV) written_by]--> The Inbetweeners 2 --[starred_actors]--> James Buckley
Path (Raw):       Iain Morris --[No Operation]--> Iain Morris --[(INV) written_by]--> The Inbetweeners 2 --[starred_actors]--> James Buckley
Neg LogProb(↓):   0.057564
Path Entropy(↓):  0.248457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film bounce were in which genres
Start Entity:     Bounce
Gold Answer:      [['Romance', 'Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bounce --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Path (Raw):       Bounce --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.986462
Path Entropy(↓):  2.186491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by edmund trzcinski
Start Entity:     Edmund Trzcinski
Gold Answer:      [['Billy Wilder']]
Predicted Ans:    Billy Wilder
Predicted Path:   Edmund Trzcinski --[(INV) written_by]--> Stalag 17 --[directed_by]--> Billy Wilder
Path (Raw):       Edmund Trzcinski --[No Operation]--> Edmund Trzcinski --[(INV) written_by]--> Stalag 17 --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.020172
Path Entropy(↓):  0.103488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of the adventures of robin hood starred who
Start Entity:     The Adventures of Robin Hood
Gold Answer:      [['Bing Crosby', 'Joan Caulfield', 'Elvis Presley', 'Joan Bennett', 'Cary Grant', 'Trevor Howard', 'George Brent', 'Bette Davis', 'Warren William', 'Joe Morton', 'Rose Leslie', 'Harry Treadaway', 'Patricia Neal', 'Franchot Tone', 'Lauren Bacall', 'Walter Connolly', 'James Cagney', 'Edward G. Robinson', 'Walter Matthau', 'Brenda Marshall', 'Ruth Chatterton', 'Eve Arden', 'Stuart Whitman', 'Miriam Hopkins', 'Ronald Reagan', 'Fay Wray', 'Ida Lupino', "Pat O'Brien", 'Stefania Sandrelli', 'Nehemiah Persoff', 'Robert De Niro', 'Claude Rains', 'William Holden', 'Barbara Stanwyck', 'Sean Penn', 'Wayne Morris', 'Lili Damita', 'William Frawley', 'Rex Ingram', 'Tony Randall', 'Eddie Hodges', 'Archie Moore', 'Walter Huston', 'Danny Kaye', 'Rosemary Clooney', 'Sydney Greenstreet', 'Lee Tracy', 'Alexander Knox', 'Alexis Smith', "George O'Brien", 'Michael Wilding', 'Allen Payne', 'Ina Balin', 'Richard Whorf', 'Karen Morley', 'Jeffrey Lynn', 'Paul Henreid', 'William Gargan', 'George Murphy', 'Shirley Temple', 'Doris Day', 'Audrey Totter', 'Glenda Farrell', 'Frank McHugh', 'Zachary Scott', 'Olivia de Havilland', 'Errol Flynn', 'Donald Crisp', 'Joan Crawford', 'John Wayne', 'Philip Dorn', 'Kirk Douglas', 'Lionel Atwill', 'Edmund Gwenn', 'Paul Muni', 'Humphrey Bogart', 'Dennis Morgan', 'Mickey Rooney', 'Ginny Simms', 'Aldo Ray', 'Sophia Loren', 'Basil Rathbone', 'Randolph Scott', 'Hoagy Carmichael', 'Eddie Griffin', 'Monty Woolley', 'Raymond Massey', 'Priscilla Lane', 'Jack Carson', 'Ann Sheridan', 'Demi Moore', 'Alan Hale', 'Peter Ustinov', 'Ingrid Bergman', 'Joan Leslie', 'Preston Foster', 'William Powell', 'David Brian', 'Dolores Costello', 'Carolyn Jones', 'Michèle Morgan', 'John Garfield', 'Boris Karloff', 'Jack Benny', 'Lyle Talbot', 'Jean Simmons', 'Spencer Tracy']]
Predicted Ans:    Joan Crawford
Predicted Path:   The Adventures of Robin Hood --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Path (Raw):       The Adventures of Robin Hood --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.954266
Path Entropy(↓):  2.279029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by liebestraum writers release
Start Entity:     Liebestraum
Gold Answer:      [['1995', '1988', '2000', '1997', '2001', '1999', '1967']]
Predicted Ans:    1997
Predicted Path:   Liebestraum --[written_by]--> Mike Figgis --[(INV) written_by]--> One Night Stand --[release_year]--> 1997
Path (Raw):       Liebestraum --[written_by]--> Mike Figgis --[(INV) written_by]--> One Night Stand --[release_year]--> 1997
Neg LogProb(↓):   1.255856
Path Entropy(↓):  1.485864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by david cramer
Start Entity:     David Cramer
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   David Cramer --[(INV) written_by]--> Boynton Beach Club --[release_year]--> 2005
Path (Raw):       David Cramer --[No Operation]--> David Cramer --[(INV) written_by]--> Boynton Beach Club --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the adventures of pluto nash also appears in which films
Start Entity:     The Adventures of Pluto Nash
Gold Answer:      [['Shrek 2', 'Dr. Dolittle 2', 'Beverly Hills Cop III', 'Boomerang', 'I Spy', 'Bowfinger', 'Shrek the Halls', 'Harlem Nights', 'Norbit', 'Daddy Day Care', 'A Thousand Words', 'Imagine That', 'Coming to America', 'Best Defense', 'Tower Heist', '48 Hrs.', 'Vampire in Brooklyn', 'Showtime', 'Life', 'Metro', 'The Nutty Professor', 'Meet Dave', 'Beverly Hills Cop', 'Beverly Hills Cop II', 'The Haunted Mansion', 'Another 48 Hrs.', 'Holy Man', 'The Golden Child', 'Shrek', 'The Distinguished Gentleman', 'Dreamgirls']]
Predicted Ans:    Another 48 Hrs.
Predicted Path:   The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs.
Path (Raw):       The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy --[No Operation]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs.
Neg LogProb(↓):   0.664798
Path Entropy(↓):  1.584510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by andrei tarkovsky
Start Entity:     Andrei Tarkovsky
Gold Answer:      [['Drama', 'History', 'Short', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Andrei Tarkovsky --[(INV) written_by]--> The Killers --[has_genre]--> Crime
Path (Raw):       Andrei Tarkovsky --[No Operation]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[has_genre]--> Crime
Neg LogProb(↓):   0.734092
Path Entropy(↓):  0.891197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in chalet girl also appears in which movies
Start Entity:     Chalet Girl
Gold Answer:      [['The Invisible Woman', 'Like Crazy', 'True Story', 'The Theory of Everything', 'Hysteria', 'Breathe In', 'Albatross']]
Predicted Ans:    Chalet Girl
Predicted Path:   Chalet Girl --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl
Path (Raw):       Chalet Girl --[starred_actors]--> Felicity Jones --[No Operation]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl
Neg LogProb(↓):   0.211889
Path Entropy(↓):  0.561393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genre of movie is saw ii
Start Entity:     Saw II
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Saw II --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Saw II --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.854185
Path Entropy(↓):  3.981830
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did john mcpartland write the story for
Start Entity:     John McPartland
Gold Answer:      [['The Lost Missile']]
Predicted Ans:    The Lost Missile
Predicted Path:   John McPartland --[(INV) written_by]--> The Lost Missile --[written_by]--> John McPartland --[(INV) written_by]--> The Lost Missile
Path (Raw):       John McPartland --[(INV) written_by]--> The Lost Missile --[written_by]--> John McPartland --[(INV) written_by]--> The Lost Missile
Neg LogProb(↓):   0.012126
Path Entropy(↓):  0.067096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by marcelle maurette release
Start Entity:     Marcelle Maurette
Gold Answer:      [['1997', '1956']]
Predicted Ans:    1997
Predicted Path:   Marcelle Maurette --[(INV) written_by]--> Anastasia --[release_year]--> 1997
Path (Raw):       Marcelle Maurette --[No Operation]--> Marcelle Maurette --[(INV) written_by]--> Anastasia --[release_year]--> 1997
Neg LogProb(↓):   0.184738
Path Entropy(↓):  0.455680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film persona
Start Entity:     Persona
Gold Answer:      [['Larry Kramer', 'Michael M. Grilikhes', 'John Huston', 'Georg Maas', 'Hannelore Hippe', 'Henrik Ibsen', 'Robert Altman', 'Arthur Miller', 'Ingmar Bergman', 'Bernt Amadeus Capra', 'Fritjof Capra', 'Marvin H. Albert', 'Robert Riskin', 'Mai Zetterling', 'Aristophanes', 'Jan Troell', 'Bengt Forslund', 'Vilhelm Moberg', 'Gladys Hill', 'Noel Behn', 'Steve McQueen', 'James Hilton']]
Predicted Ans:    Georg Maas
Predicted Path:   Persona --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[written_by]--> Georg Maas
Path (Raw):       Persona --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[written_by]--> Georg Maas
Neg LogProb(↓):   0.549556
Path Entropy(↓):  1.442542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of seven psychopaths
Start Entity:     Seven Psychopaths
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Seven Psychopaths --[written_by]--> Martin McDonagh --[(INV) written_by]--> Seven Psychopaths --[has_genre]--> Comedy
Path (Raw):       Seven Psychopaths --[written_by]--> Martin McDonagh --[(INV) written_by]--> Seven Psychopaths --[has_genre]--> Comedy
Neg LogProb(↓):   0.018579
Path Entropy(↓):  0.091793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the bridge at remagen
Start Entity:     The Bridge at Remagen
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   The Bridge at Remagen --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       The Bridge at Remagen --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.482567
Path Entropy(↓):  2.621891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of day of the dead
Start Entity:     Day of the Dead
Gold Answer:      [['Friday the 13th Part 2', 'Night of the Living Dead', 'Bruiser', 'Texas Rangers', 'Knightriders', 'Lake Placid', 'Creepshow', 'The Dark Half', 'Friday the 13th Part III', 'Survival of the Dead', 'The Crazies', 'Big Bully', 'Monkey Shines', 'Martin', 'Forever Young', 'Warlock', 'Two Evil Eyes', 'Land of the Dead', 'Dawn of the Dead', 'Diary of the Dead', 'My Father the Hero', 'House', 'Soul Man']]
Predicted Ans:    Two Evil Eyes
Predicted Path:   Day of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes
Path (Raw):       Day of the Dead --[No Operation]--> Day of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes
Neg LogProb(↓):   0.445699
Path Entropy(↓):  1.256878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie nacho libre, when was it released
Start Entity:     Nacho Libre
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Nacho Libre --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       Nacho Libre --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   3.288552
Path Entropy(↓):  4.726143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jodie whittaker
Start Entity:     Jodie Whittaker
Gold Answer:      [["Lisa Barros D'Sa", 'Glenn Leyburn', 'Vicente Amorim', 'Joe Cornish']]
Predicted Ans:    Vicente Amorim
Predicted Path:   Jodie Whittaker --[(INV) starred_actors]--> Good --[directed_by]--> Vicente Amorim
Path (Raw):       Jodie Whittaker --[No Operation]--> Jodie Whittaker --[(INV) starred_actors]--> Good --[directed_by]--> Vicente Amorim
Neg LogProb(↓):   0.033198
Path Entropy(↓):  0.149930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie carriers are written by who
Start Entity:     Carriers
Gold Answer:      [['Christopher Priest', 'I. Marlene King', 'William Joyce', 'Mark Bomback', 'Roberto Orci', 'Alex Kurtzman', 'Damon Lindelof', 'Christopher Nolan', 'Jonathan Nolan', 'Gene Roddenberry', 'Nicolo Donato', 'Rasmus Birch', 'Randall Miller', 'Gina Wendkos', 'Alonso Mayo', 'John Hindman', 'Jody Lambert', 'Jody Savin', 'Ross Schwartz', 'Martin Hynes', 'Susan Swan', 'Will Canon', 'Doug Simon']]
Predicted Ans:    I. Marlene King
Predicted Path:   Carriers --[starred_actors]--> Chris Pine --[(INV) starred_actors]--> Just My Luck --[written_by]--> I. Marlene King
Path (Raw):       Carriers --[starred_actors]--> Chris Pine --[(INV) starred_actors]--> Just My Luck --[written_by]--> I. Marlene King
Neg LogProb(↓):   0.094203
Path Entropy(↓):  0.324553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the loneliest planet
Start Entity:     The Loneliest Planet
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Loneliest Planet --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Loneliest Planet --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.278937
Path Entropy(↓):  4.818100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote leningrad cowboys go america
Start Entity:     Leningrad Cowboys Go America
Gold Answer:      [['Aki Kaurismäki']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Leningrad Cowboys Go America --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Calamari Union --[written_by]--> Aki Kaurismäki
Path (Raw):       Leningrad Cowboys Go America --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Calamari Union --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.481338
Path Entropy(↓):  1.096377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote stoned
Start Entity:     Stoned
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Stoned --[written_by]--> Robert Wade --[(INV) written_by]--> Johnny English --[in_language]--> English
Path (Raw):       Stoned --[written_by]--> Robert Wade --[(INV) written_by]--> Johnny English --[in_language]--> English
Neg LogProb(↓):   0.491462
Path Entropy(↓):  0.668015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with kristy mcnichol
Start Entity:     Kristy McNichol
Gold Answer:      [['Mark Hamill', "Tatum O'Neal", 'Marsha Mason', 'Christopher Atkins', 'Joan Hackett', 'Matt Dillon', 'Armand Assante', 'Dennis Quaid', 'James Coco']]
Predicted Ans:    Matt Dillon
Predicted Path:   Kristy McNichol --[(INV) starred_actors]--> Little Darlings --[starred_actors]--> Matt Dillon
Path (Raw):       Kristy McNichol --[No Operation]--> Kristy McNichol --[(INV) starred_actors]--> Little Darlings --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.318059
Path Entropy(↓):  0.834673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed 13 assassins
Start Entity:     13 Assassins
Gold Answer:      [['Takashi Miike']]
Predicted Ans:    Takashi Miike
Predicted Path:   13 Assassins --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[directed_by]--> Takashi Miike
Path (Raw):       13 Assassins --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[directed_by]--> Takashi Miike
Neg LogProb(↓):   0.354282
Path Entropy(↓):  0.942462
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film century of the dragon
Start Entity:     Century of the Dragon
Gold Answer:      [['Johnnie To', 'Peter Chan', 'George Cukor', 'Nancy Meyers', 'Wilson Yip', 'Taylor Wong', 'Alan Mak', 'Ann Hui', 'Christopher Smith', 'Joseph Losey', 'Ringo Lam']]
Predicted Ans:    Nancy Meyers
Predicted Path:   Century of the Dragon --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[directed_by]--> Nancy Meyers
Path (Raw):       Century of the Dragon --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[directed_by]--> Nancy Meyers
Neg LogProb(↓):   0.341514
Path Entropy(↓):  0.784182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by john payne
Start Entity:     John Payne
Gold Answer:      [['Edmund Goulding', 'George Seaton', 'Les Mayfield', 'John Byrum', 'Phil Karlson', 'H. Bruce Humberstone', 'Henry King']]
Predicted Ans:    George Seaton
Predicted Path:   John Payne --[(INV) starred_actors]--> Miracle on 34th Street --[directed_by]--> George Seaton
Path (Raw):       John Payne --[No Operation]--> John Payne --[(INV) starred_actors]--> Miracle on 34th Street --[directed_by]--> George Seaton
Neg LogProb(↓):   0.149729
Path Entropy(↓):  0.567854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed unaccompanied minors
Start Entity:     Unaccompanied Minors
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Unaccompanied Minors --[directed_by]--> Paul Feig --[(INV) directed_by]--> The Heat --[has_genre]--> Comedy
Path (Raw):       Unaccompanied Minors --[directed_by]--> Paul Feig --[(INV) directed_by]--> The Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.580697
Path Entropy(↓):  1.016316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed resurrection
Start Entity:     Resurrection
Gold Answer:      [['Eric Knight', 'Charles Sturridge', 'Alan Hines', 'Ron Koslow', 'Alvin Sapinsley', 'Leslie H. Whitten']]
Predicted Ans:    Charles Sturridge
Predicted Path:   Resurrection --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Lassie --[written_by]--> Charles Sturridge
Path (Raw):       Resurrection --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Lassie --[written_by]--> Charles Sturridge
Neg LogProb(↓):   0.258972
Path Entropy(↓):  0.810995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by h. rider haggard were released in which years
Start Entity:     H. Rider Haggard
Gold Answer:      [['1965', '1935']]
Predicted Ans:    1935
Predicted Path:   H. Rider Haggard --[(INV) written_by]--> She --[release_year]--> 1935
Path (Raw):       H. Rider Haggard --[No Operation]--> H. Rider Haggard --[(INV) written_by]--> She --[release_year]--> 1935
Neg LogProb(↓):   1.268727
Path Entropy(↓):  1.443960
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie you again in a few words
Start Entity:     You Again
Gold Answer:      [['kristen bell', 'betty white']]
Predicted Ans:    betty white
Predicted Path:   You Again --[has_tags]--> betty white --[(INV) has_tags]--> You Again --[has_tags]--> betty white
Path (Raw):       You Again --[has_tags]--> betty white --[(INV) has_tags]--> You Again --[has_tags]--> betty white
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by margo prey in
Start Entity:     Margo Prey
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Margo Prey --[(INV) starred_actors]--> Troll 2 --[has_genre]--> Horror
Path (Raw):       Margo Prey --[No Operation]--> Margo Prey --[(INV) starred_actors]--> Troll 2 --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with madea's big happy family
Start Entity:     Madea's Big Happy Family
Gold Answer:      [["Tyler Perry's A Madea Christmas", 'The Single Moms Club', 'Why Did I Get Married Too?', 'Madea Goes to Jail', 'Why Did I Get Married?', "Madea's Witness Protection", "Daddy's Little Girls", 'Meet the Browns', 'A Madea Christmas', "Madea's Family Reunion", 'For Colored Girls', 'I Can Do Bad All by Myself', 'The Family That Preys', 'Diary of a Mad Black Woman']]
Predicted Ans:    Why Did I Get Married Too?
Predicted Path:   Madea's Big Happy Family --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too?
Path (Raw):       Madea's Big Happy Family --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[No Operation]--> Why Did I Get Married Too?
Neg LogProb(↓):   1.356870
Path Entropy(↓):  1.373875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did roger bart star in
Start Entity:     Roger Bart
Gold Answer:      [['Excision']]
Predicted Ans:    Excision
Predicted Path:   Roger Bart --[(INV) starred_actors]--> Excision --[starred_actors]--> AnnaLynne McCord --[(INV) starred_actors]--> Excision
Path (Raw):       Roger Bart --[(INV) starred_actors]--> Excision --[starred_actors]--> AnnaLynne McCord --[(INV) starred_actors]--> Excision
Neg LogProb(↓):   0.288254
Path Entropy(↓):  0.580154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of 8 seconds
Start Entity:     8 Seconds
Gold Answer:      [['Sport', 'Short', 'Drama', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   8 Seconds --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[has_genre]--> Drama
Path (Raw):       8 Seconds --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[has_genre]--> Drama
Neg LogProb(↓):   0.030042
Path Entropy(↓):  0.150668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the return of a man called horse
Start Entity:     The Return of a Man Called Horse
Gold Answer:      [['Sioux', 'French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   The Return of a Man Called Horse --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       The Return of a Man Called Horse --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.002373
Path Entropy(↓):  0.019178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did rene laloux write
Start Entity:     René Laloux
Gold Answer:      [['Fantastic Planet', 'Gandahar']]
Predicted Ans:    Gandahar
Predicted Path:   René Laloux --[(INV) written_by]--> Gandahar --[written_by]--> René Laloux --[(INV) written_by]--> Gandahar
Path (Raw):       René Laloux --[(INV) written_by]--> Gandahar --[written_by]--> René Laloux --[(INV) written_by]--> Gandahar
Neg LogProb(↓):   0.611838
Path Entropy(↓):  0.865182
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the road were in which genres
Start Entity:     The Road
Gold Answer:      [['Drama', 'Western', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Road --[directed_by]--> John Hillcoat --[(INV) directed_by]--> The Road --[has_genre]--> Drama
Path (Raw):       The Road --[directed_by]--> John Hillcoat --[(INV) directed_by]--> The Road --[has_genre]--> Drama
Neg LogProb(↓):   0.260782
Path Entropy(↓):  0.743339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of big trouble also wrote movies
Start Entity:     Big Trouble
Gold Answer:      [['Fletch', 'The In-Laws', 'Blazing Saddles', 'Soapdish', 'Oh, God! You Devil', 'Striptease', 'So Fine', 'Honeymoon in Vegas', 'The Freshman']]
Predicted Ans:    Blazing Saddles
Predicted Path:   Big Trouble --[written_by]--> Andrew Bergman --[(INV) written_by]--> Blazing Saddles
Path (Raw):       Big Trouble --[written_by]--> Andrew Bergman --[(INV) written_by]--> Blazing Saddles --[No Operation]--> Blazing Saddles
Neg LogProb(↓):   0.921461
Path Entropy(↓):  1.737993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of michael cohen starred movies
Start Entity:     Michaël Cohen
Gold Answer:      [['2006', '2007']]
Predicted Ans:    2007
Predicted Path:   Michaël Cohen --[(INV) starred_actors]--> Shall We Kiss? --[release_year]--> 2007
Path (Raw):       Michaël Cohen --[No Operation]--> Michaël Cohen --[(INV) starred_actors]--> Shall We Kiss? --[release_year]--> 2007
Neg LogProb(↓):   0.006329
Path Entropy(↓):  0.038248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the road to glory
Start Entity:     The Road to Glory
Gold Answer:      [['Jane Russell', 'Jack Buetel', 'Phillips Holmes', 'Cary Grant', 'Walter Catlett', 'Ginger Rogers', 'Katharine Hepburn', 'Groucho Marx', 'Red Buttons', 'Arthur Hunnicutt', 'James Caan', 'Joan Collins', 'Robert Mitchum', 'Angie Dickinson', 'Charlene Holt', 'Lauren Bacall', 'Walter Connolly', 'Roscoe Karns', 'Carole Lombard', 'John Barrymore', 'Mary Elizabeth Mastrantonio', 'James Cagney', 'Thomas Mitchell', 'Edward G. Robinson', 'Joanne Dru', 'Walter Brennan', 'Gig Young', 'Hardy Krüger', 'Miriam Hopkins', 'Paula Prentiss', 'Fay Wray', 'Donald Cook', 'Ralph Bellamy', 'Barbara Stanwyck', 'John Ridgely', 'Joel McCrea', 'Walter Huston', 'Eric Linden', 'Danny Kaye', 'Rosalind Russell', 'Rita Hayworth', 'Chico Marx', 'Steven Bauer', 'Harpo Marx', 'Candy Clark', 'Richard Barthelmess', 'Ann Dvorak', 'Karen Morley', 'Sarah Miles', 'Osgood Perkins', 'Benny Goodman', 'Tommy Dorsey', 'Dewey Martin', 'Elizabeth Threatt', 'Wallace Beery', 'David Niven', 'Ricky Nelson', 'Virginia Mayo', 'Michelle Pfeiffer', 'Oskar Homolka', 'Errol Flynn', 'Elliott Reid', 'Joan Blondell', 'John Wayne', 'Laura Devon', 'Kirk Douglas', 'Paul Muni', 'Humphrey Bogart', 'Jean Arthur', 'Gary Cooper', 'Basil Rathbone', 'Ann Sheridan', 'Montgomery Clift', 'Leo Carrillo', 'Dean Martin', 'Charles Coburn', 'Henry Travers', 'Jack Hawkins', 'Marilyn Monroe', 'Elsa Martinelli', 'The Marx Brothers', 'Al Pacino', 'Rock Hudson']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   The Road to Glory --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[starred_actors]--> Humphrey Bogart
Path (Raw):       The Road to Glory --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   1.041309
Path Entropy(↓):  1.694038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with ikiru in
Start Entity:     Ikiru
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Ikiru --[starred_actors]--> Takashi Shimura --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Path (Raw):       Ikiru --[starred_actors]--> Takashi Shimura --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Neg LogProb(↓):   0.420854
Path Entropy(↓):  0.954080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with sophia loren
Start Entity:     Sophia Loren
Gold Answer:      [['Niki Karimi', 'Alexis Minotis', 'Theodore Bikel', 'Gigi Proietti', 'Cary Grant', 'Stefania Sandrelli', 'Marlon Brando', 'Rossano Brazzi', 'Trevor Howard', 'Alan Ladd', "Peter O'Toole", 'Gregory Peck', 'Anthony Perkins', 'Anthony Quinn', 'William Holden', 'Jack Lemmon', 'John Vernon', 'Marcello Mastroianni', 'Charlton Heston', 'Martin Sheen', 'Stephen Boyd', 'John Wayne', 'Vittorio De Sica', 'Walter Matthau', 'O.J. Simpson', 'James Coco', 'Richard Harris', 'Alec Guinness', 'Tippi Hedren', 'Martha Hyer', 'Eli Wallach', 'Clark Gable', 'Henri Vidal', 'William Devane', 'James Coburn', 'Frank Overton', 'Frank Sinatra', 'Eleonora Brown', 'Carlo Ninchi', 'Clifton Webb', 'James Mason', 'Burl Ives']]
Predicted Ans:    Sophia Loren
Predicted Path:   Sophia Loren --[(INV) starred_actors]--> Desire Under the Elms --[starred_actors]--> Sophia Loren
Path (Raw):       Sophia Loren --[No Operation]--> Sophia Loren --[(INV) starred_actors]--> Desire Under the Elms --[starred_actors]--> Sophia Loren
Neg LogProb(↓):   0.818304
Path Entropy(↓):  1.747192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by pierre niney
Start Entity:     Pierre Niney
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Pierre Niney --[(INV) starred_actors]--> Yves Saint Laurent --[release_year]--> 2014
Path (Raw):       Pierre Niney --[No Operation]--> Pierre Niney --[(INV) starred_actors]--> Yves Saint Laurent --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by gabrielle upton
Start Entity:     Gabrielle Upton
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Gabrielle Upton --[(INV) written_by]--> Gidget --[release_year]--> 1959
Path (Raw):       Gabrielle Upton --[No Operation]--> Gabrielle Upton --[(INV) written_by]--> Gidget --[release_year]--> 1959
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed private parts
Start Entity:     Private Parts
Gold Answer:      [['Paul Bartel', 'Ib Melchior', 'Richard Blackburn', 'Bill Carter']]
Predicted Ans:    Paul Bartel
Predicted Path:   Private Parts --[directed_by]--> Paul Bartel --[(INV) directed_by]--> Scenes from the Class Struggle in Beverly Hills --[written_by]--> Paul Bartel
Path (Raw):       Private Parts --[directed_by]--> Paul Bartel --[(INV) directed_by]--> Scenes from the Class Struggle in Beverly Hills --[written_by]--> Paul Bartel
Neg LogProb(↓):   0.962072
Path Entropy(↓):  1.010761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the spanish prisoner
Start Entity:     The Spanish Prisoner
Gold Answer:      [['David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   The Spanish Prisoner --[directed_by]--> David Mamet --[(INV) directed_by]--> Oleanna --[directed_by]--> David Mamet
Path (Raw):       The Spanish Prisoner --[directed_by]--> David Mamet --[(INV) directed_by]--> Oleanna --[directed_by]--> David Mamet
Neg LogProb(↓):   0.068002
Path Entropy(↓):  0.287204
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of high, wide, and handsome
Start Entity:     High, Wide, and Handsome
Gold Answer:      [['Fred Astaire', 'Greta Garbo', 'Tyrone Power', 'Gary Cooper', 'Lana Turner', 'Alla Nazimova', 'Basil Rathbone', 'Cyd Charisse', 'Janis Paige', 'Fredric March', 'Charles Ruggles', 'Linda Darnell', 'Frances Dee', 'Ingrid Bergman', 'Cedric Hardwicke', 'Donald Crisp', 'John Barrymore', 'Billie Burke', 'Paul Lukas', 'Rita Hayworth', 'John Gilbert', 'Miriam Hopkins', 'Maurice Chevalier', 'Charles Butterworth', 'Spencer Tracy', 'Sylvia Sidney', 'Anna Sten', 'Peter Lorre', 'Gale Sondergaard', 'Jeanette MacDonald']]
Predicted Ans:    Randolph Scott
Predicted Path:   High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Path (Raw):       High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.196545
Path Entropy(↓):  0.766330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the main language in love in the time of cholera
Start Entity:     Love in the Time of Cholera
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Love in the Time of Cholera --[in_language]--> English --[(INV) in_language]--> Evilenko --[in_language]--> English
Path (Raw):       Love in the Time of Cholera --[in_language]--> English --[(INV) in_language]--> Evilenko --[in_language]--> English
Neg LogProb(↓):   2.246077
Path Entropy(↓):  3.144367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie forgetting sarah marshall were in which genres
Start Entity:     Forgetting Sarah Marshall
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Forgetting Sarah Marshall --[written_by]--> Jason Segel --[(INV) written_by]--> The Five-Year Engagement --[has_genre]--> Comedy
Path (Raw):       Forgetting Sarah Marshall --[written_by]--> Jason Segel --[(INV) written_by]--> The Five-Year Engagement --[has_genre]--> Comedy
Neg LogProb(↓):   0.752213
Path Entropy(↓):  0.981259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in wrestling ernest hemingway
Start Entity:     Wrestling Ernest Hemingway
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Wrestling Ernest Hemingway --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       Wrestling Ernest Hemingway --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   0.683728
Path Entropy(↓):  1.575039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by dirk bogarde
Start Entity:     Dirk Bogarde
Gold Answer:      [['Liliana Cavani', 'Rainer Werner Fassbinder', 'Marc Allégret', 'Anthony Asquith', 'John Schlesinger', 'Luchino Visconti', 'Jack Conway', 'Ralph Thomas', 'Alain Resnais', 'Basil Dearden', 'Johan Kling', 'Lewis Gilbert', 'Joseph Losey']]
Predicted Ans:    Ralph Thomas
Predicted Path:   Dirk Bogarde --[(INV) starred_actors]--> Doctor at Sea --[directed_by]--> Ralph Thomas
Path (Raw):       Dirk Bogarde --[No Operation]--> Dirk Bogarde --[(INV) starred_actors]--> Doctor at Sea --[directed_by]--> Ralph Thomas
Neg LogProb(↓):   0.638340
Path Entropy(↓):  0.970066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the sand pebbles
Start Entity:     The Sand Pebbles
Gold Answer:      [['Vincente Minnelli', 'Gilbert Cates']]
Predicted Ans:    Robert Wise
Predicted Path:   The Sand Pebbles --[written_by]--> Robert Anderson --[(INV) written_by]--> The Sand Pebbles --[directed_by]--> Robert Wise
Path (Raw):       The Sand Pebbles --[written_by]--> Robert Anderson --[(INV) written_by]--> The Sand Pebbles --[directed_by]--> Robert Wise
Neg LogProb(↓):   0.138487
Path Entropy(↓):  0.468706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the author of the great yokai war
Start Entity:     The Great Yokai War
Gold Answer:      [['Takashi Miike']]
Predicted Ans:    Takashi Miike
Predicted Path:   The Great Yokai War --[written_by]--> Takashi Miike --[(INV) written_by]--> Sukiyaki Western Django --[written_by]--> Takashi Miike
Path (Raw):       The Great Yokai War --[written_by]--> Takashi Miike --[(INV) written_by]--> Sukiyaki Western Django --[written_by]--> Takashi Miike
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of dark journey
Start Entity:     Dark Journey
Gold Answer:      [['Ronald Colman', 'Jean Simmons', 'Ralph Richardson', 'Laurence Olivier', 'Greer Garson', 'Charles Laughton', 'Merle Oberon', 'Stewart Granger', 'Binnie Barnes', 'Susan Peters']]
Predicted Ans:    Conrad Veidt
Predicted Path:   Dark Journey --[written_by]--> Arthur Wimperis --[(INV) written_by]--> Dark Journey --[starred_actors]--> Conrad Veidt
Path (Raw):       Dark Journey --[written_by]--> Arthur Wimperis --[(INV) written_by]--> Dark Journey --[starred_actors]--> Conrad Veidt
Neg LogProb(↓):   0.095229
Path Entropy(↓):  0.366441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director chandra barot co - directed movies with who
Start Entity:     Chandra Barot
Gold Answer:      [['Farhan Akhtar']]
Predicted Ans:    Farhan Akhtar
Predicted Path:   Chandra Barot --[(INV) directed_by]--> Don --[directed_by]--> Farhan Akhtar
Path (Raw):       Chandra Barot --[No Operation]--> Chandra Barot --[(INV) directed_by]--> Don --[directed_by]--> Farhan Akhtar
Neg LogProb(↓):   0.040550
Path Entropy(↓):  0.176192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of journey to the center of the earth starred who
Start Entity:     Journey to the Center of the Earth
Gold Answer:      [['Bobby Darin', 'Stephen Boyd', 'Vince Edwards', 'Fay Bainter', 'Pat Boone', "Arthur O'Connell", 'Laurence Harvey', 'Jack Palance', 'Susan Hayward', 'Omar Sharif', 'Dolores Michaels', 'Karlheinz Böhm', 'Sandra Dee', 'Charlton Heston', 'Shirley Jones', 'John McIntire', 'James Mason']]
Predicted Ans:    Bobby Darin
Predicted Path:   Journey to the Center of the Earth --[directed_by]--> Henry Levin --[(INV) directed_by]--> If a Man Answers --[starred_actors]--> Bobby Darin
Path (Raw):       Journey to the Center of the Earth --[directed_by]--> Henry Levin --[(INV) directed_by]--> If a Man Answers --[starred_actors]--> Bobby Darin
Neg LogProb(↓):   0.721780
Path Entropy(↓):  1.487318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was sylvia sichel the writer of
Start Entity:     Sylvia Sichel
Gold Answer:      [['All Over Me']]
Predicted Ans:    All Over Me
Predicted Path:   Sylvia Sichel --[(INV) written_by]--> All Over Me --[written_by]--> Sylvia Sichel --[(INV) written_by]--> All Over Me
Path (Raw):       Sylvia Sichel --[(INV) written_by]--> All Over Me --[written_by]--> Sylvia Sichel --[(INV) written_by]--> All Over Me
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the curse of the werewolf
Start Entity:     The Curse of the Werewolf
Gold Answer:      [['Guy Endore']]
Predicted Ans:    Guy Endore
Predicted Path:   The Curse of the Werewolf --[written_by]--> Guy Endore --[(INV) written_by]--> Whirlpool --[written_by]--> Guy Endore
Path (Raw):       The Curse of the Werewolf --[written_by]--> Guy Endore --[(INV) written_by]--> Whirlpool --[written_by]--> Guy Endore
Neg LogProb(↓):   0.312108
Path Entropy(↓):  0.588114
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was gene lyons a writer on
Start Entity:     Gene Lyons
Gold Answer:      [['The Hunting of the President']]
Predicted Ans:    The Hunting of the President
Predicted Path:   Gene Lyons --[(INV) written_by]--> The Hunting of the President --[written_by]--> Gene Lyons --[(INV) written_by]--> The Hunting of the President
Path (Raw):       Gene Lyons --[(INV) written_by]--> The Hunting of the President --[written_by]--> Gene Lyons --[(INV) written_by]--> The Hunting of the President
Neg LogProb(↓):   0.000406
Path Entropy(↓):  0.003578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film contempt
Start Entity:     Contempt
Gold Answer:      [['Edward Dmytryk', 'Federico Fellini', 'Ralph Thomas', 'Roger Vadim', 'Michel Boisrond', 'Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Contempt --[starred_actors]--> Brigitte Bardot --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Path (Raw):       Contempt --[starred_actors]--> Brigitte Bardot --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Neg LogProb(↓):   0.397532
Path Entropy(↓):  0.853569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by costas mandylor in
Start Entity:     Costas Mandylor
Gold Answer:      [['Drama', 'Animation', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[has_genre]--> Action
Path (Raw):       Costas Mandylor --[No Operation]--> Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[has_genre]--> Action
Neg LogProb(↓):   0.964541
Path Entropy(↓):  1.469080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film casablanca
Start Entity:     Casablanca
Gold Answer:      [['1946', '1954', '1944', '1940', '1942', '1967', '1941', '1924', '1958']]
Predicted Ans:    1941
Predicted Path:   Casablanca --[written_by]--> Philip G. Epstein --[(INV) written_by]--> The Bride Came C.O.D. --[release_year]--> 1941
Path (Raw):       Casablanca --[written_by]--> Philip G. Epstein --[(INV) written_by]--> The Bride Came C.O.D. --[release_year]--> 1941
Neg LogProb(↓):   0.815121
Path Entropy(↓):  1.426792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of rocket gibraltar also starred in which movies
Start Entity:     Rocket Gibraltar
Gold Answer:      [['The Professionals', 'Vengeance Valley', 'Local Hero', 'Tough Guys', 'Married Life', 'Gunfight at the O.K. Corral', 'The Killers', 'The Scalphunters', 'No Reservations', 'Vera Cruz', 'Sweet Smell of Success', 'From Here to Eternity', "Ulzana's Raid", 'Legendary', 'Castle Keep', 'Apache', 'Sorry, Wrong Number', 'Elegy', 'The Leopard', 'The Swimmer', 'Far from Heaven', 'Seven Days in May', 'A Child Is Waiting', 'Come Back, Little Sheba', 'Conversation Piece', 'The Rose Tattoo', 'Criss Cross', 'The Young Savages', 'Birdman of Alcatraz', 'The Rainmaker', 'The Kentuckian', 'Scorpio', 'Wendigo', 'The Island of Dr. Moreau', 'Atlantic City', 'Brute Force', 'The Gypsy Moths', 'Judgment at Nuremberg', 'The Unforgiven', 'Elmer Gantry', 'The Train', 'The Dead Pool', 'Go Tell the Spartans', 'Valdez Is Coming', 'Trapeze', 'The Flame and the Arrow', 'The Crimson Pirate', '2081', 'Ten Tall Men', 'Airport', 'The Hallelujah Trail', 'Lawman', 'Friends with Benefits', 'The Woods', "Twilight's Last Gleaming", "Pharaoh's Army", 'Mister 880']]
Predicted Ans:    The Train
Predicted Path:   Rocket Gibraltar --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Train
Path (Raw):       Rocket Gibraltar --[starred_actors]--> Burt Lancaster --[No Operation]--> Burt Lancaster --[(INV) starred_actors]--> The Train
Neg LogProb(↓):   1.181393
Path Entropy(↓):  1.997552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did wesley strick direct
Start Entity:     Wesley Strick
Gold Answer:      [['The Tie That Binds']]
Predicted Ans:    The Tie That Binds
Predicted Path:   Wesley Strick --[(INV) directed_by]--> The Tie That Binds --[directed_by]--> Wesley Strick --[(INV) directed_by]--> The Tie That Binds
Path (Raw):       Wesley Strick --[(INV) directed_by]--> The Tie That Binds --[directed_by]--> Wesley Strick --[(INV) directed_by]--> The Tie That Binds
Neg LogProb(↓):   0.329952
Path Entropy(↓):  0.855753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of nebraska also starred in which movies
Start Entity:     Nebraska
Gold Answer:      [['The Cake Eaters', 'Silent Running', 'That Championship Season', 'Smile', "The 'Burbs", 'The Glass House', 'The Driver', 'MacGruber', 'Tattoo', 'The Brothers Solomon', 'The Wild Angels', 'The King of Marvin Gardens', 'Last Man Standing', 'Coming Home', 'The Cowboys', 'Cloudy with a Chance of Meatballs 2', 'The Great Gatsby', 'Family Plot', 'Black Sunday', 'After Dark, My Sweet', 'Drive, He Said', 'Diggstown']]
Predicted Ans:    Cloudy with a Chance of Meatballs 2
Predicted Path:   Nebraska --[starred_actors]--> Will Forte --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs 2
Path (Raw):       Nebraska --[starred_actors]--> Will Forte --[No Operation]--> Will Forte --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs 2
Neg LogProb(↓):   0.873791
Path Entropy(↓):  1.015093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film pot o'gold was directed by who
Start Entity:     Pot o' Gold
Gold Answer:      [['George Marshall']]
Predicted Ans:    George Marshall
Predicted Path:   Pot o' Gold --[directed_by]--> George Marshall --[(INV) directed_by]--> The Mating Game --[directed_by]--> George Marshall
Path (Raw):       Pot o' Gold --[directed_by]--> George Marshall --[(INV) directed_by]--> The Mating Game --[directed_by]--> George Marshall
Neg LogProb(↓):   0.859124
Path Entropy(↓):  1.565884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of robert ellis miller directed movies
Start Entity:     Robert Ellis Miller
Gold Answer:      [['Herman Shumlin', 'Peter De Vries', 'Muriel Resnik', 'Carson McCullers', 'Julius J. Epstein', 'Dale Messick']]
Predicted Ans:    Julius J. Epstein
Predicted Path:   Robert Ellis Miller --[(INV) directed_by]--> Reuben, Reuben --[written_by]--> Julius J. Epstein
Path (Raw):       Robert Ellis Miller --[No Operation]--> Robert Ellis Miller --[(INV) directed_by]--> Reuben, Reuben --[written_by]--> Julius J. Epstein
Neg LogProb(↓):   0.583633
Path Entropy(↓):  1.152594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film wicker park were in which languages
Start Entity:     Wicker Park
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Wicker Park --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       Wicker Park --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.618461
Path Entropy(↓):  1.151660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the rum diary
Start Entity:     The Rum Diary
Gold Answer:      [['Romance', 'Family', 'Western', 'Biography', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Fantasy
Predicted Path:   The Rum Diary --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Corpse Bride --[has_genre]--> Fantasy
Path (Raw):       The Rum Diary --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Corpse Bride --[has_genre]--> Fantasy
Neg LogProb(↓):   1.675565
Path Entropy(↓):  0.599019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of reality
Start Entity:     Reality
Gold Answer:      [['Matteo Garrone', 'Massimo Gaudioso', 'Marco Mariolini', 'Roberto Saviano']]
Predicted Ans:    Matteo Garrone
Predicted Path:   Reality --[directed_by]--> Matteo Garrone --[(INV) directed_by]--> First Love --[written_by]--> Matteo Garrone
Path (Raw):       Reality --[directed_by]--> Matteo Garrone --[(INV) directed_by]--> First Love --[written_by]--> Matteo Garrone
Neg LogProb(↓):   0.457131
Path Entropy(↓):  1.273492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with queen of blood in
Start Entity:     Queen of Blood
Gold Answer:      [['English']]
Predicted Ans:    Thriller
Predicted Path:   Queen of Blood --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide --[has_genre]--> Thriller
Path (Raw):       Queen of Blood --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide --[has_genre]--> Thriller
Neg LogProb(↓):   0.000356
Path Entropy(↓):  0.003746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by troy donahue were released in which years
Start Entity:     Troy Donahue
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Troy Donahue --[(INV) starred_actors]--> Grandview, U.S.A. --[release_year]--> 1984
Path (Raw):       Troy Donahue --[No Operation]--> Troy Donahue --[(INV) starred_actors]--> Grandview, U.S.A. --[release_year]--> 1984
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed sound of the mountain
Start Entity:     Sound of the Mountain
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sound of the Mountain --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Apart from You --[has_genre]--> Drama
Path (Raw):       Sound of the Mountain --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Apart from You --[has_genre]--> Drama
Neg LogProb(↓):   0.034388
Path Entropy(↓):  0.151514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about child
Start Entity:     child
Gold Answer:      [['Bless the Child']]
Predicted Ans:    Bless the Child
Predicted Path:   child --[(INV) has_tags]--> Bless the Child --[has_tags]--> child --[(INV) has_tags]--> Bless the Child
Path (Raw):       child --[(INV) has_tags]--> Bless the Child --[has_tags]--> child --[(INV) has_tags]--> Bless the Child
Neg LogProb(↓):   0.003387
Path Entropy(↓):  0.023366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film westward the women
Start Entity:     Westward the Women
Gold Answer:      [['George Cukor', 'Norman Taurog', 'Henry Levin', 'Roy Rowland', 'Mervyn LeRoy', 'Richard Thorpe', 'Roy Del Ruth', 'Frank Borzage', 'Robert Aldrich', 'Nicholas Ray', 'Anthony Mann', 'Daisy von Scherler Mayer', 'David Miller', 'Douglas Camfield', 'W.S. Van Dyke', 'Arnold Laven', 'Vincente Minnelli', 'James Whale', 'William Castle', 'Phil Karlson', 'Rupert Glasson', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    Richard Thorpe
Predicted Path:   Westward the Women --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Path (Raw):       Westward the Women --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.584829
Path Entropy(↓):  1.401182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film death race 2
Start Entity:     Death Race 2
Gold Answer:      [['Alexandre Aja', 'Walter Hill', 'Caroline Thompson', 'Nick Love', 'Christophe Gans', 'Martin Scorsese', 'Justin Donnelly', 'Bernard Rose', 'Dave Meyers', 'Jon Turteltaub', 'Duane Crichton', 'Perry Bhandal', 'Terry Winsor', 'Robert Schwentke', 'Phillip Noyce', 'Gary Fleder', 'Jason Hewitt', 'Rich Cowan', 'Joe Wright', 'Christopher Smith', 'James Hill', 'George A. Romero', 'Greg Marcks', 'Mikael Salomon', 'Keoni Waxman', 'John Singleton', 'Paul Schrader', 'Andrew Bergman', 'Hadi Hajaig', 'Clarence Brown', 'Zack Snyder', 'Jim Sheridan', 'Robert Harmon', 'Mike Figgis']]
Predicted Ans:    Robert Schwentke
Predicted Path:   Death Race 2 --[starred_actors]--> Sean Bean --[(INV) starred_actors]--> Flightplan --[directed_by]--> Robert Schwentke
Path (Raw):       Death Race 2 --[starred_actors]--> Sean Bean --[(INV) starred_actors]--> Flightplan --[directed_by]--> Robert Schwentke
Neg LogProb(↓):   0.962615
Path Entropy(↓):  1.786937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of my father's glory
Start Entity:     My Father's Glory
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   My Father's Glory --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[has_genre]--> Comedy
Path (Raw):       My Father's Glory --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[has_genre]--> Comedy
Neg LogProb(↓):   0.429627
Path Entropy(↓):  0.664966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by lou adler
Start Entity:     Lou Adler
Gold Answer:      [['Tommy Chong', 'Cheech Marin']]
Predicted Ans:    Cheech Marin
Predicted Path:   Lou Adler --[(INV) directed_by]--> Up in Smoke --[written_by]--> Cheech Marin
Path (Raw):       Lou Adler --[No Operation]--> Lou Adler --[(INV) directed_by]--> Up in Smoke --[written_by]--> Cheech Marin
Neg LogProb(↓):   0.314878
Path Entropy(↓):  0.583405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the monster
Start Entity:     The Monster
Gold Answer:      [['Tom Waits', 'Louise Fazenda', 'Nicoletta Braschi', 'Mae Busch', 'Richard Kiley', 'Paolo Bonacelli', 'Chester Morris', 'Harry Stubbs', 'John McIntire', 'Agnes Moorehead', 'Shirley Knight', 'Andrew Duggan', 'Vincent Price', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   The Monster --[written_by]--> Roberto Benigni --[(INV) written_by]--> Life Is Beautiful --[starred_actors]--> Roberto Benigni
Path (Raw):       The Monster --[written_by]--> Roberto Benigni --[(INV) written_by]--> Life Is Beautiful --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.618214
Path Entropy(↓):  1.018863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with larry levin
Start Entity:     Larry Levin
Gold Answer:      [['John Hamburg', 'Hugh Lofting']]
Predicted Ans:    Larry Levin
Predicted Path:   Larry Levin --[(INV) written_by]--> Dr. Dolittle 2 --[written_by]--> Larry Levin
Path (Raw):       Larry Levin --[No Operation]--> Larry Levin --[(INV) written_by]--> Dr. Dolittle 2 --[written_by]--> Larry Levin
Neg LogProb(↓):   0.548959
Path Entropy(↓):  0.681888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movie investigation of a citizen above suspicion
Start Entity:     Investigation of a Citizen Above Suspicion
Gold Answer:      [['Elio Petri']]
Predicted Ans:    Elio Petri
Predicted Path:   Investigation of a Citizen Above Suspicion --[written_by]--> Elio Petri --[(INV) written_by]--> I giorni contati --[written_by]--> Elio Petri
Path (Raw):       Investigation of a Citizen Above Suspicion --[written_by]--> Elio Petri --[(INV) written_by]--> I giorni contati --[written_by]--> Elio Petri
Neg LogProb(↓):   0.177855
Path Entropy(↓):  0.458771
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does harold lloyd star in
Start Entity:     Harold Lloyd
Gold Answer:      [['Professor Beware', 'Never Weaken', 'Why Worry?', 'Safety Last!', "The Cat's-Paw", 'The Sin of Harold Diddlebock', "For Heaven's Sake", 'The Kid Brother', 'Girl Shy', 'The Milky Way', 'Dr. Jack', 'Speedy', 'Feet First', 'Now or Never', "Grandma's Boy", 'High and Dizzy', 'Movie Crazy', 'The Freshman']]
Predicted Ans:    The Kid Brother
Predicted Path:   Harold Lloyd --[(INV) starred_actors]--> The Kid Brother --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Kid Brother
Path (Raw):       Harold Lloyd --[(INV) starred_actors]--> The Kid Brother --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Kid Brother
Neg LogProb(↓):   0.438059
Path Entropy(↓):  1.397145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by philip d'antoni released
Start Entity:     Philip D'Antoni
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Philip D'Antoni --[(INV) directed_by]--> The Seven-Ups --[release_year]--> 1973
Path (Raw):       Philip D'Antoni --[No Operation]--> Philip D'Antoni --[(INV) directed_by]--> The Seven-Ups --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in singles
Start Entity:     Singles
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Singles --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> Kiss of the Dragon --[in_language]--> French
Path (Raw):       Singles --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> Kiss of the Dragon --[in_language]--> French
Neg LogProb(↓):   0.000491
Path Entropy(↓):  0.004731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote death in venice
Start Entity:     Death in Venice
Gold Answer:      [['Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'René Clément', 'Orson Welles', 'Vittorio De Sica']]
Predicted Ans:    Luchino Visconti
Predicted Path:   Death in Venice --[written_by]--> Luchino Visconti --[(INV) written_by]--> Ludwig --[directed_by]--> Luchino Visconti
Path (Raw):       Death in Venice --[written_by]--> Luchino Visconti --[(INV) written_by]--> Ludwig --[directed_by]--> Luchino Visconti
Neg LogProb(↓):   1.085934
Path Entropy(↓):  1.644962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by eminem
Start Entity:     Eminem
Gold Answer:      [['2012', '2000', '2002']]
Predicted Ans:    2012
Predicted Path:   Eminem --[(INV) starred_actors]--> How to Make Money Selling Drugs --[release_year]--> 2012
Path (Raw):       Eminem --[No Operation]--> Eminem --[(INV) starred_actors]--> How to Make Money Selling Drugs --[release_year]--> 2012
Neg LogProb(↓):   0.131447
Path Entropy(↓):  0.426850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for cohen and tate
Start Entity:     Cohen and Tate
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Cohen and Tate --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Cohen and Tate --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.608007
Path Entropy(↓):  3.080650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie save the tiger are written by who
Start Entity:     Save the Tiger
Gold Answer:      [['Thomas Rickman', 'Michael Schiffer', 'Bryce Courtenay', 'Warren Lane', 'Larry Gelbart', 'Buster Keaton', 'Claude Lelouch', 'Farah Khan', 'Sylvester Stallone', 'Joan Tewkesbury', 'Larry Brown', 'Robert Mark Kamen', 'Thomas Berger']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Save the Tiger --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       Save the Tiger --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   1.364545
Path Entropy(↓):  1.877174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by faster actors release
Start Entity:     Faster
Gold Answer:      [['1997', '2009', '2008', '2010', '2014', '2013']]
Predicted Ans:    1997
Predicted Path:   Faster --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[release_year]--> 1997
Path (Raw):       Faster --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[release_year]--> 1997
Neg LogProb(↓):   1.153303
Path Entropy(↓):  1.716394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed my fair lady
Start Entity:     My Fair Lady
Gold Answer:      [['1954', '1944', '2008', '1993', '1936', '1935', '1941', '1968', '1939', '1933', '1957', '1953', '1947', '1994', '1932', '1956', '1931', '1976', '1972', '1942', '1940', '1938', '1981', '1962', '2000', '1949', '1950', '1960', '1952', '1987', '1937']]
Predicted Ans:    1932
Predicted Path:   My Fair Lady --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Path (Raw):       My Fair Lady --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Neg LogProb(↓):   1.561834
Path Entropy(↓):  2.698628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with love me or leave me fall under
Start Entity:     Love Me or Leave Me
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Love Me or Leave Me --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       Love Me or Leave Me --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   0.754156
Path Entropy(↓):  0.949898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of derek granger written movies
Start Entity:     Derek Granger
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Derek Granger --[(INV) written_by]--> Where Angels Fear to Tread --[release_year]--> 1991
Path (Raw):       Derek Granger --[No Operation]--> Derek Granger --[(INV) written_by]--> Where Angels Fear to Tread --[release_year]--> 1991
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the one
Start Entity:     The One
Gold Answer:      [['Final Destination 3', 'Final Destination']]
Predicted Ans:    Final Destination
Predicted Path:   The One --[written_by]--> James Wong --[(INV) written_by]--> Final Destination
Path (Raw):       The One --[written_by]--> James Wong --[(INV) written_by]--> Final Destination --[No Operation]--> Final Destination
Neg LogProb(↓):   0.038312
Path Entropy(↓):  0.177297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the pride of the yankees
Start Entity:     The Pride of the Yankees
Gold Answer:      [['Thornton Wilder', 'Harry Chandlee', 'Frank Craven', 'Dudley Nichols', 'Henry Bellamann', 'Casey Robinson', 'Ernest Hemingway', 'William Wister Haines', 'William R. Laidlaw', 'George Froeschel', 'Terence Rattigan', 'Lucien Hubbard', 'Edna Ferber', 'Floyd Dell', 'Thomas Mitchell', 'Nunnally Johnson', 'Bayard Veiller', 'Sidney Howard', 'Margaret Mitchell', 'George S. Kaufman', 'Morrie Ryskind', 'Charles MacArthur', 'Norman Krasna', 'James Hilton', 'James Kevin McGuinness']]
Predicted Ans:    Casey Robinson
Predicted Path:   The Pride of the Yankees --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[written_by]--> Casey Robinson
Path (Raw):       The Pride of the Yankees --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.108902
Path Entropy(↓):  0.503759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Wer, when was it released
Start Entity:     Wer
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Wer --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Wer --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.326606
Path Entropy(↓):  4.613108
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by shinji higuchi
Start Entity:     Shinji Higuchi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Shinji Higuchi --[(INV) directed_by]--> The Floating Castle --[in_language]--> Japanese
Path (Raw):       Shinji Higuchi --[No Operation]--> Shinji Higuchi --[(INV) directed_by]--> The Floating Castle --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by clyde geronimi
Start Entity:     Clyde Geronimi
Gold Answer:      [['Drama', 'Fantasy', 'Musical']]
Predicted Ans:    Fantasy
Predicted Path:   Clyde Geronimi --[(INV) directed_by]--> Cinderella --[has_genre]--> Fantasy
Path (Raw):       Clyde Geronimi --[No Operation]--> Clyde Geronimi --[(INV) directed_by]--> Cinderella --[has_genre]--> Fantasy
Neg LogProb(↓):   1.723653
Path Entropy(↓):  1.778899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed an american carol
Start Entity:     An American Carol
Gold Answer:      [['Judge Reinhold', 'Dian Bachar', 'Anna Faris', 'Trey Parker', 'Matt Stone', 'Yasmine Bleeth', 'Omar Sharif', 'Danny DeVito', 'Helen Slater', 'Peter Graves', 'Lloyd Bridges', 'Jeremy Kemp', 'Bette Midler', 'Regina Hall', 'Julie Hagerty']]
Predicted Ans:    Lloyd Bridges
Predicted Path:   An American Carol --[directed_by]--> David Zucker --[(INV) directed_by]--> Airplane! --[starred_actors]--> Lloyd Bridges
Path (Raw):       An American Carol --[directed_by]--> David Zucker --[(INV) directed_by]--> Airplane! --[starred_actors]--> Lloyd Bridges
Neg LogProb(↓):   0.060449
Path Entropy(↓):  0.293127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the bean director
Start Entity:     Bean
Gold Answer:      [['Richard Curtis', 'Kim Fuller', 'Georgia Pritchett', 'Tim Firth', 'George Lucas', 'Willard Huyck', 'Gloria Katz']]
Predicted Ans:    Richard Curtis
Predicted Path:   Bean --[directed_by]--> Mel Smith --[(INV) directed_by]--> The Tall Guy --[written_by]--> Richard Curtis
Path (Raw):       Bean --[directed_by]--> Mel Smith --[(INV) directed_by]--> The Tall Guy --[written_by]--> Richard Curtis
Neg LogProb(↓):   0.047663
Path Entropy(↓):  0.227790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by victor miller
Start Entity:     Victor Miller
Gold Answer:      [['Adrienne King', 'Betsy Palmer', 'Jeannine Taylor', 'Robbi Morgan', 'Jared Padalecki', 'Amanda Righetti']]
Predicted Ans:    Betsy Palmer
Predicted Path:   Victor Miller --[(INV) written_by]--> Friday the 13th --[starred_actors]--> Betsy Palmer
Path (Raw):       Victor Miller --[No Operation]--> Victor Miller --[(INV) written_by]--> Friday the 13th --[starred_actors]--> Betsy Palmer
Neg LogProb(↓):   0.381932
Path Entropy(↓):  1.011910
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by robin shou
Start Entity:     Robin Shou
Gold Answer:      [['Kevin Droney', 'Mark Feldberg', 'Ed Boon', 'John Tobias']]
Predicted Ans:    Mark Feldberg
Predicted Path:   Robin Shou --[(INV) starred_actors]--> Beverly Hills Ninja --[written_by]--> Mark Feldberg
Path (Raw):       Robin Shou --[No Operation]--> Robin Shou --[(INV) starred_actors]--> Beverly Hills Ninja --[written_by]--> Mark Feldberg
Neg LogProb(↓):   0.000313
Path Entropy(↓):  0.002840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed robin and the 7 hoods
Start Entity:     Robin and the 7 Hoods
Gold Answer:      [['Western', 'Musical', 'Drama', 'Horror', 'Thriller']]
Predicted Ans:    Western
Predicted Path:   Robin and the 7 Hoods --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Stagecoach --[has_genre]--> Western
Path (Raw):       Robin and the 7 Hoods --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Stagecoach --[has_genre]--> Western
Neg LogProb(↓):   1.136236
Path Entropy(↓):  1.747234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does leandro firmino act in
Start Entity:     Leandro Firmino
Gold Answer:      [['City of God']]
Predicted Ans:    City of God
Predicted Path:   Leandro Firmino --[(INV) starred_actors]--> City of God --[written_by]--> Paulo Lins --[(INV) written_by]--> City of God
Path (Raw):       Leandro Firmino --[(INV) starred_actors]--> City of God --[written_by]--> Paulo Lins --[(INV) written_by]--> City of God
Neg LogProb(↓):   0.052329
Path Entropy(↓):  0.223607
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by casper van dien released
Start Entity:     Casper Van Dien
Gold Answer:      [['2008', '1998', '2000', '1999']]
Predicted Ans:    1999
Predicted Path:   Casper Van Dien --[(INV) starred_actors]--> The Omega Code --[release_year]--> 1999
Path (Raw):       Casper Van Dien --[No Operation]--> Casper Van Dien --[(INV) starred_actors]--> The Omega Code --[release_year]--> 1999
Neg LogProb(↓):   0.772330
Path Entropy(↓):  1.131798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was adam bernstein a writer on
Start Entity:     Adam Bernstein
Gold Answer:      [['Six Ways to Sunday']]
Predicted Ans:    Six Ways to Sunday
Predicted Path:   Adam Bernstein --[(INV) written_by]--> Six Ways to Sunday --[written_by]--> Charles Perry --[(INV) written_by]--> Six Ways to Sunday
Path (Raw):       Adam Bernstein --[(INV) written_by]--> Six Ways to Sunday --[written_by]--> Charles Perry --[(INV) written_by]--> Six Ways to Sunday
Neg LogProb(↓):   0.108310
Path Entropy(↓):  0.383346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie police python 357 were released in which years
Start Entity:     Police Python 357
Gold Answer:      [['2012', '1979', '2010']]
Predicted Ans:    2010
Predicted Path:   Police Python 357 --[written_by]--> Alain Corneau --[(INV) written_by]--> Love Crime --[release_year]--> 2010
Path (Raw):       Police Python 357 --[written_by]--> Alain Corneau --[(INV) written_by]--> Love Crime --[release_year]--> 2010
Neg LogProb(↓):   0.780571
Path Entropy(↓):  1.069491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by r. wright campbell in
Start Entity:     R. Wright Campbell
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   R. Wright Campbell --[(INV) written_by]--> The Masque of the Red Death --[has_genre]--> Horror
Path (Raw):       R. Wright Campbell --[No Operation]--> R. Wright Campbell --[(INV) written_by]--> The Masque of the Red Death --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie we'll never have paris
Start Entity:     We'll Never Have Paris
Gold Answer:      [['1980', '2008', '2005', '1994', '2014', '2012']]
Predicted Ans:    2014
Predicted Path:   We'll Never Have Paris --[starred_actors]--> Maggie Grace --[(INV) starred_actors]--> Taken 3 --[release_year]--> 2014
Path (Raw):       We'll Never Have Paris --[starred_actors]--> Maggie Grace --[(INV) starred_actors]--> Taken 3 --[release_year]--> 2014
Neg LogProb(↓):   0.680645
Path Entropy(↓):  1.435709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of game change
Start Entity:     Game Change
Gold Answer:      [['Meet the Fockers', 'Mystery, Alaska', 'Austin Powers in Goldmember', 'The Campaign', 'Recount', 'Dinner for Schmucks', 'Meet the Parents']]
Predicted Ans:    Meet the Parents
Predicted Path:   Game Change --[directed_by]--> Jay Roach --[(INV) directed_by]--> Meet the Parents
Path (Raw):       Game Change --[No Operation]--> Game Change --[directed_by]--> Jay Roach --[(INV) directed_by]--> Meet the Parents
Neg LogProb(↓):   0.444681
Path Entropy(↓):  0.965185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie samurai vendetta
Start Entity:     Samurai Vendetta
Gold Answer:      [['kazuo mori']]
Predicted Ans:    kazuo mori
Predicted Path:   Samurai Vendetta --[has_tags]--> kazuo mori --[(INV) has_tags]--> Samurai Vendetta --[has_tags]--> kazuo mori
Path (Raw):       Samurai Vendetta --[has_tags]--> kazuo mori --[(INV) has_tags]--> Samurai Vendetta --[has_tags]--> kazuo mori
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by anne bancroft were directed by who
Start Entity:     Anne Bancroft
Gold Answer:      [['Mike Nichols', 'Jack Hofsiss', 'David Lynch', 'John Ford', 'Ridley Scott', 'Jacques Tourneur', 'Harmon Jones', 'Herbert Ross', 'Arild Fröhlich', 'Paul Bogart', 'Sidney Lumet', 'Tom Moore', 'Edward Norton', 'Arthur Penn', 'Sydney Pollack', 'Norman Jewison', 'Jack Clayton', 'Karl Mueller', 'Jodie Foster', 'Mike Figgis']]
Predicted Ans:    Herbert Ross
Predicted Path:   Anne Bancroft --[(INV) starred_actors]--> The Turning Point --[directed_by]--> Herbert Ross
Path (Raw):       Anne Bancroft --[No Operation]--> Anne Bancroft --[(INV) starred_actors]--> The Turning Point --[directed_by]--> Herbert Ross
Neg LogProb(↓):   1.270162
Path Entropy(↓):  1.868307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of trouble in mind also wrote which films
Start Entity:     Trouble in Mind
Gold Answer:      [['Trixie', 'The Moderns', 'Welcome to L.A.', 'Breakfast of Champions', 'Remember My Name', 'Love at Large', 'Roadie', 'Equinox', 'Choose Me', 'Mrs. Parker and the Vicious Circle', 'Endangered Species', 'Afterglow']]
Predicted Ans:    Welcome to L.A.
Predicted Path:   Trouble in Mind --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A.
Path (Raw):       Trouble in Mind --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[No Operation]--> Welcome to L.A.
Neg LogProb(↓):   0.422968
Path Entropy(↓):  1.115686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the stepfather also directed which movies
Start Entity:     The Stepfather
Gold Answer:      [['True Believer', 'The Pom Pom Girls', 'Return to Paradise', 'Sleeping with the Enemy', 'The Forgotten', 'Penthouse North', 'The Good Son', 'Dreamscape', 'Prom Night']]
Predicted Ans:    The Stepfather
Predicted Path:   The Stepfather --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Stepfather
Path (Raw):       The Stepfather --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Stepfather --[No Operation]--> The Stepfather
Neg LogProb(↓):   0.914245
Path Entropy(↓):  1.662073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of eye of the tiger
Start Entity:     Eye of the Tiger
Gold Answer:      [['Vanishing Point', 'Solar Crisis', 'The Man Who Loved Cat Dancing']]
Predicted Ans:    Solar Crisis
Predicted Path:   Eye of the Tiger --[directed_by]--> Richard C. Sarafian --[(INV) directed_by]--> Solar Crisis
Path (Raw):       Eye of the Tiger --[directed_by]--> Richard C. Sarafian --[(INV) directed_by]--> Solar Crisis --[No Operation]--> Solar Crisis
Neg LogProb(↓):   0.069467
Path Entropy(↓):  0.301063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote double impact
Start Entity:     Double Impact
Gold Answer:      [['Vivica A. Fox', 'Lisa Pelikan', 'Harrison Page', 'Deborah Rennard', 'Mark Dacascos', 'Peter Bryant']]
Predicted Ans:    Vivica A. Fox
Predicted Path:   Double Impact --[written_by]--> Sheldon Lettich --[(INV) written_by]--> The Hard Corps --[starred_actors]--> Vivica A. Fox
Path (Raw):       Double Impact --[written_by]--> Sheldon Lettich --[(INV) written_by]--> The Hard Corps --[starred_actors]--> Vivica A. Fox
Neg LogProb(↓):   0.057784
Path Entropy(↓):  0.225994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of lost highway
Start Entity:     Lost Highway
Gold Answer:      [['The Secret Agent', 'Spaceballs', 'The Serpent and the Rainbow', 'The Badge', 'Independence Day', 'Lake Placid', 'Malice', 'Liebestraum', 'Boyhood', 'Zero Effect', 'Beyond Rangoon', 'Sibling Rivalry', 'While You Were Sleeping', 'Titan A.E.', 'Bringing Out the Dead', 'Ed Wood', 'Flirting with Disaster', 'True Romance', 'The Favor', 'The End of Violence', 'Dear Wendy', 'Mr. Wrong', 'Brokedown Palace', 'Goodbye Lover', 'Sommersby', 'Nightwatch', 'Brain Dead', 'The Last Seduction', 'Rick', 'Holy Matrimony', 'Stigmata', 'Human Nature']]
Predicted Ans:    Nightwatch
Predicted Path:   Lost Highway --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch
Path (Raw):       Lost Highway --[starred_actors]--> Patricia Arquette --[No Operation]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch
Neg LogProb(↓):   0.080502
Path Entropy(↓):  0.310133
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with peter mcenery
Start Entity:     Peter McEnery
Gold Answer:      [['Eli Wallach', 'Susan Hampshire', 'Hayley Mills']]
Predicted Ans:    Eli Wallach
Predicted Path:   Peter McEnery --[(INV) starred_actors]--> The Moon-Spinners --[starred_actors]--> Eli Wallach
Path (Raw):       Peter McEnery --[No Operation]--> Peter McEnery --[(INV) starred_actors]--> The Moon-Spinners --[starred_actors]--> Eli Wallach
Neg LogProb(↓):   0.142227
Path Entropy(↓):  0.475280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of abdel raouf dafri written films
Start Entity:     Abdel Raouf Dafri
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Abdel Raouf Dafri --[(INV) written_by]--> A Prophet --[release_year]--> 2009
Path (Raw):       Abdel Raouf Dafri --[No Operation]--> Abdel Raouf Dafri --[(INV) written_by]--> A Prophet --[release_year]--> 2009
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of traces of red
Start Entity:     Traces of Red
Gold Answer:      [['Andy Wolk']]
Predicted Ans:    Andy Wolk
Predicted Path:   Traces of Red --[directed_by]--> Andy Wolk --[(INV) directed_by]--> Traces of Red --[directed_by]--> Andy Wolk
Path (Raw):       Traces of Red --[directed_by]--> Andy Wolk --[(INV) directed_by]--> Traces of Red --[directed_by]--> Andy Wolk
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for special bulletin
Start Entity:     Special Bulletin
Gold Answer:      [['Edward Zwick']]
Predicted Ans:    Edward Zwick
Predicted Path:   Special Bulletin --[directed_by]--> Edward Zwick --[(INV) directed_by]--> Leaving Normal --[directed_by]--> Edward Zwick
Path (Raw):       Special Bulletin --[directed_by]--> Edward Zwick --[(INV) directed_by]--> Leaving Normal --[directed_by]--> Edward Zwick
Neg LogProb(↓):   0.033655
Path Entropy(↓):  0.174139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of michael damian written films
Start Entity:     Michael Damian
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Michael Damian --[(INV) written_by]--> A Princess for Christmas --[release_year]--> 2011
Path (Raw):       Michael Damian --[No Operation]--> Michael Damian --[(INV) written_by]--> A Princess for Christmas --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of million dollar legs starred who
Start Entity:     Million Dollar Legs
Gold Answer:      [['Anne Baxter', 'Helena Bonham Carter', 'Susan Hayward', 'Gene Tierney', 'Héctor Alterio', 'Norma Aleandro', 'Cary Grant', 'Gary Cooper', 'Robert Montgomery', 'Marlon Brando', 'Elizabeth Taylor', 'Mia Wasikowska', 'Henry Wilcoxon', 'Gregory Peck', 'Michael Caine', 'Richard Widmark', 'Celeste Holm', 'Cliff Robertson', 'Kathryn Beaumont', 'Ed Wynn', 'Michael Redgrave', 'Hume Cronyn', 'Jackie Cooper', 'Jeanne Crain', 'Capucine', 'Vivian Blaine', "Edmond O'Brien", 'Charles Laughton', 'George Sanders', 'Warren William', 'Brendan Fraser', 'Bette Davis', 'Linda Darnell', 'Rex Harrison', 'Finlay Currie', 'Do Thi Hai Yen', 'Ben Kingsley', 'Sidney Poitier', 'Whoopi Goldberg', 'Claudette Colbert', 'George Raft', 'Joan Crawford', 'Christopher Lloyd', 'Johnny Depp', 'Walter Huston', 'Sean Young', 'Thomas Mitchell', 'Kevin Costner', 'Natalie Gregory', 'Robert Coogan', 'Jackie Searl', 'Mitzi Green', 'Glenn Langan', 'Gene Hackman', 'Will Patton', 'Kirk Douglas', 'Richard Burton', 'Ava Gardner', 'Stephen McNally', 'Jean Simmons', 'Audie Murphy', 'Clark Gable', 'Giorgia Moll', 'Ann Sothern', 'Frank Sinatra', 'Humphrey Bogart', 'Anne Hathaway', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Vincent Price']]
Predicted Ans:    Marlon Brando
Predicted Path:   Million Dollar Legs --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Path (Raw):       Million Dollar Legs --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   1.137817
Path Entropy(↓):  1.658450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by francois berleand
Start Entity:     François Berléand
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   François Berléand --[(INV) starred_actors]--> The Chorus --[in_language]--> French
Path (Raw):       François Berléand --[No Operation]--> François Berléand --[(INV) starred_actors]--> The Chorus --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the gunfighter director
Start Entity:     The Gunfighter
Gold Answer:      [["Frank O'Rourke", 'Robert Guédiguian', 'Philip Dunne', 'Casey Robinson', 'Ernest Hemingway', 'Lamar Trotti', 'Darryl F. Zanuck', 'Rafael Sabatini', 'Peter Viertel', 'Niven Busch', 'Richard Sherman', 'John Patrick', 'Han Suyin', 'F. Scott Fitzgerald', 'Sonya Levien', 'Nunnally Johnson', 'Ferenc Molnár', 'John Hersey', 'Franz Werfel', 'Harold Bell Wright', 'George Seaton', 'Samuel Shellabarger', 'Kathryn Scola', 'Sy Bartlett']]
Predicted Ans:    Lamar Trotti
Predicted Path:   The Gunfighter --[directed_by]--> Henry King --[(INV) directed_by]--> In Old Chicago --[written_by]--> Lamar Trotti
Path (Raw):       The Gunfighter --[directed_by]--> Henry King --[(INV) directed_by]--> In Old Chicago --[written_by]--> Lamar Trotti
Neg LogProb(↓):   1.410877
Path Entropy(↓):  2.014997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by temuera morrison
Start Entity:     Temuera Morrison
Gold Answer:      [['Alan Duff', 'Vincent Ward']]
Predicted Ans:    Alan Duff
Predicted Path:   Temuera Morrison --[(INV) starred_actors]--> Once Were Warriors --[written_by]--> Alan Duff
Path (Raw):       Temuera Morrison --[No Operation]--> Temuera Morrison --[(INV) starred_actors]--> Once Were Warriors --[written_by]--> Alan Duff
Neg LogProb(↓):   0.002063
Path Entropy(↓):  0.015525
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by bernie mac were written by who
Start Entity:     Bernie Mac
Gold Answer:      [['Chris Rock', 'Steve Harvey', 'Cedric the Entertainer', 'D.L. Hughley']]
Predicted Ans:    Steve Harvey
Predicted Path:   Bernie Mac --[(INV) written_by]--> The Original Kings of Comedy --[written_by]--> Steve Harvey
Path (Raw):       Bernie Mac --[No Operation]--> Bernie Mac --[(INV) written_by]--> The Original Kings of Comedy --[written_by]--> Steve Harvey
Neg LogProb(↓):   0.058220
Path Entropy(↓):  0.239032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is rules of engagement
Start Entity:     Rules of Engagement
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Rules of Engagement --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Rules of Engagement --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.009391
Path Entropy(↓):  4.534921
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in find me guilty
Start Entity:     Find Me Guilty
Gold Answer:      [['Vin Diesel', 'Alex Rocco']]
Predicted Ans:    Vin Diesel
Predicted Path:   Find Me Guilty --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Chronicles of Riddick --[starred_actors]--> Vin Diesel
Path (Raw):       Find Me Guilty --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Chronicles of Riddick --[starred_actors]--> Vin Diesel
Neg LogProb(↓):   0.080573
Path Entropy(↓):  0.306948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by chi muoi lo
Start Entity:     Chi Muoi Lo
Gold Answer:      [['Mary Alice', 'Sanaa Lathan', 'Paul Winfield']]
Predicted Ans:    Sanaa Lathan
Predicted Path:   Chi Muoi Lo --[(INV) directed_by]--> Catfish in Black Bean Sauce --[starred_actors]--> Sanaa Lathan
Path (Raw):       Chi Muoi Lo --[(INV) directed_by]--> Catfish in Black Bean Sauce --[starred_actors]--> Sanaa Lathan --[No Operation]--> Sanaa Lathan
Neg LogProb(↓):   0.628045
Path Entropy(↓):  0.733966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with tennessee williams
Start Entity:     Tennessee Williams
Gold Answer:      [['Bahram Tavakoli', 'Hal Kanter', 'Francis Ford Coppola', 'Peter Berneis', 'Gore Vidal', 'John Huston', 'Richard Brooks', 'James Poe', 'Oscar Saul', 'Fred Coe', 'Jan Read', 'Gavin Lambert', 'Meade Roberts']]
Predicted Ans:    Richard Brooks
Predicted Path:   Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof --[written_by]--> Richard Brooks
Path (Raw):       Tennessee Williams --[No Operation]--> Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof --[written_by]--> Richard Brooks
Neg LogProb(↓):   1.571861
Path Entropy(↓):  2.009004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in diary of a nymphomaniac
Start Entity:     Diary of a Nymphomaniac
Gold Answer:      [['Waldemar Young', 'Vincent Lawrence', 'Aída Bortnik', 'Marcelo Piñeyro', 'Juan Carlos Fresnadillo', 'Bartlett Cormack', 'Eduardo Mignogna', 'Sidney Buchman', 'Ranald MacDougall', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Diary of a Nymphomaniac --[starred_actors]--> Leonardo Sbaraglia --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Diary of a Nymphomaniac --[starred_actors]--> Leonardo Sbaraglia --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.171619
Path Entropy(↓):  1.666459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did leo mccarey direct
Start Entity:     Leo McCarey
Gold Answer:      [['Ruggles of Red Gap', 'Love Affair', 'Once Upon a Honeymoon', 'My Son John', 'Going My Way', 'Duck Soup', 'An Affair to Remember', 'The Awful Truth', 'The Milky Way', 'Six of a Kind', "The Bells of St. Mary's", 'Satan Never Sleeps', 'Belle of the Nineties', "Rally 'Round the Flag, Boys!", 'Make Way for Tomorrow']]
Predicted Ans:    My Son John
Predicted Path:   Leo McCarey --[(INV) directed_by]--> My Son John --[directed_by]--> Leo McCarey --[(INV) directed_by]--> My Son John
Path (Raw):       Leo McCarey --[(INV) directed_by]--> My Son John --[directed_by]--> Leo McCarey --[(INV) directed_by]--> My Son John
Neg LogProb(↓):   0.554771
Path Entropy(↓):  1.718988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie kill your darlings
Start Entity:     Kill Your Darlings
Gold Answer:      [['beat generation']]
Predicted Ans:    beat generation
Predicted Path:   Kill Your Darlings --[has_tags]--> beat generation --[(INV) has_tags]--> Kill Your Darlings --[has_tags]--> beat generation
Path (Raw):       Kill Your Darlings --[has_tags]--> beat generation --[(INV) has_tags]--> Kill Your Darlings --[has_tags]--> beat generation
Neg LogProb(↓):   0.381721
Path Entropy(↓):  0.777434
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of tiresia
Start Entity:     Tiresia
Gold Answer:      [['Céline Sallette', 'Jasmine Trinca', 'Noémie Lvovsky', 'Hafsia Herzi', 'Léa Seydoux', 'Gaspard Ulliel', 'Jérémie Renier', 'Louis Garrel']]
Predicted Ans:    Noémie Lvovsky
Predicted Path:   Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> House of Tolerance --[starred_actors]--> Noémie Lvovsky
Path (Raw):       Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> House of Tolerance --[starred_actors]--> Noémie Lvovsky
Neg LogProb(↓):   0.056754
Path Entropy(↓):  0.251769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by bill moseley in
Start Entity:     Bill Moseley
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Bill Moseley --[(INV) starred_actors]--> The Devil's Rejects --[has_genre]--> Horror
Path (Raw):       Bill Moseley --[No Operation]--> Bill Moseley --[(INV) starred_actors]--> The Devil's Rejects --[has_genre]--> Horror
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie true confessions
Start Entity:     True Confessions
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   True Confessions --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       True Confessions --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.399990
Path Entropy(↓):  0.635214
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie burn!
Start Entity:     Burn!
Gold Answer:      [['Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Carson McCullers', 'John Milius', 'William Shakespeare', 'Oscar Saul', 'Ted Wilde', 'Tim Whelan', 'Carl Foreman', 'John Grey', 'John Steinbeck', 'Meade Roberts', 'Jo Swerling', 'Abe Burrows', 'Gregory McDonald', 'Irwin Shaw', 'Sam Taylor', 'John Patrick', 'Charles Lederer', 'Terry Southern', 'Mason Hoffenberg', 'Budd Schulberg', 'Paul Osborn', 'Michael Herr', 'Damon Runyon', 'Ron Hutchinson', 'Tennessee Williams', 'Daniel Taradash', 'Bernardo Bertolucci', 'Johnny Depp', 'Francis Ford Coppola', 'Guy Trosper', 'H.G. Wells', 'Robert Benton', 'Andrew Bergman', 'Eugene Burdick', 'Luke Davies', 'Buck Henry', 'Neil Armfield', 'Stanley Shapiro', 'Richard Stanley', 'Paul Henning', 'Vern J. Sneider', 'Charles Nordhoff', 'James Norman Hall', 'Kario Salem', 'Annemarie Selinko', 'Lord Byron', 'Daniel E. Taylor', 'Joseph L. Mankiewicz', 'Jeremy Leven', 'Malcolm Johnson']]
Predicted Ans:    Abe Burrows
Predicted Path:   Burn! --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> Guys and Dolls --[written_by]--> Abe Burrows
Path (Raw):       Burn! --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> Guys and Dolls --[written_by]--> Abe Burrows
Neg LogProb(↓):   1.072962
Path Entropy(↓):  2.238611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter lasse hallstrom co - wrote films with who
Start Entity:     Lasse Hallström
Gold Answer:      [['Reidar Jönsson']]
Predicted Ans:    Lasse Hallström
Predicted Path:   Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[written_by]--> Lasse Hallström
Path (Raw):       Lasse Hallström --[No Operation]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[written_by]--> Lasse Hallström
Neg LogProb(↓):   0.164155
Path Entropy(↓):  0.531503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by fabian
Start Entity:     Fabian
Gold Answer:      [['Mario Bava', 'Blake Edwards', 'Henry Koster', 'Henry Hathaway']]
Predicted Ans:    Henry Hathaway
Predicted Path:   Fabian --[(INV) starred_actors]--> North to Alaska --[directed_by]--> Henry Hathaway
Path (Raw):       Fabian --[No Operation]--> Fabian --[(INV) starred_actors]--> North to Alaska --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   0.370771
Path Entropy(↓):  0.881777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did hilary brougher write
Start Entity:     Hilary Brougher
Gold Answer:      [['Innocence']]
Predicted Ans:    Innocence
Predicted Path:   Hilary Brougher --[(INV) written_by]--> Innocence --[written_by]--> Tristine Skyler --[(INV) written_by]--> Innocence
Path (Raw):       Hilary Brougher --[(INV) written_by]--> Innocence --[written_by]--> Tristine Skyler --[(INV) written_by]--> Innocence
Neg LogProb(↓):   0.055840
Path Entropy(↓):  0.250961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film miracle run
Start Entity:     Miracle Run
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Miracle Run --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       Miracle Run --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   3.082663
Path Entropy(↓):  4.632018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what crouching tiger, hidden dragon is about
Start Entity:     Crouching Tiger, Hidden Dragon
Gold Answer:      [['china', 'michelle yeoh', 'cinematography', 'ang lee', 'wuxia', 'action', 'martial arts', 'dragon']]
Predicted Ans:    dragon
Predicted Path:   Crouching Tiger, Hidden Dragon --[has_tags]--> dragon --[(INV) has_tags]--> Crouching Tiger, Hidden Dragon --[has_tags]--> dragon
Path (Raw):       Crouching Tiger, Hidden Dragon --[has_tags]--> dragon --[(INV) has_tags]--> Crouching Tiger, Hidden Dragon --[has_tags]--> dragon
Neg LogProb(↓):   0.025890
Path Entropy(↓):  0.133970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in for a good time, call...
Start Entity:     For a Good Time, Call...
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   For a Good Time, Call... --[starred_actors]--> Justin Long --[(INV) starred_actors]--> Going the Distance --[in_language]--> English
Path (Raw):       For a Good Time, Call... --[starred_actors]--> Justin Long --[(INV) starred_actors]--> Going the Distance --[in_language]--> English
Neg LogProb(↓):   0.006056
Path Entropy(↓):  0.046285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie freeze frame
Start Entity:     Freeze Frame
Gold Answer:      [['1995', '2003']]
Predicted Ans:    2003
Predicted Path:   Freeze Frame --[starred_actors]--> Lee Evans --[(INV) starred_actors]--> The Medallion --[release_year]--> 2003
Path (Raw):       Freeze Frame --[starred_actors]--> Lee Evans --[(INV) starred_actors]--> The Medallion --[release_year]--> 2003
Neg LogProb(↓):   0.063332
Path Entropy(↓):  0.271264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of gertrude olmstead starred movies
Start Entity:     Gertrude Olmstead
Gold Answer:      [['1926']]
Predicted Ans:    1926
Predicted Path:   Gertrude Olmstead --[(INV) starred_actors]--> The Boob --[release_year]--> 1926
Path (Raw):       Gertrude Olmstead --[No Operation]--> Gertrude Olmstead --[(INV) starred_actors]--> The Boob --[release_year]--> 1926
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film fox and his friends
Start Entity:     Fox and His Friends
Gold Answer:      [['Cornell Woolrich']]
Predicted Ans:    Cornell Woolrich
Predicted Path:   Fox and His Friends --[starred_actors]--> Karlheinz Böhm --[(INV) starred_actors]--> Martha --[written_by]--> Cornell Woolrich
Path (Raw):       Fox and His Friends --[starred_actors]--> Karlheinz Böhm --[(INV) starred_actors]--> Martha --[written_by]--> Cornell Woolrich
Neg LogProb(↓):   0.091672
Path Entropy(↓):  0.379330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of sex and breakfast also starred in which movies
Start Entity:     Sex and Breakfast
Gold Answer:      [['Getting Even with Dad', 'Bring It On', 'Soul Survivors', 'My Girl', 'Wrong Turn', 'The Pagemaster', 'The Alphabet Killer', 'City by the Sea', 'Party Monster', 'Saved!', 'Home Alone', 'The Good Son', 'Lucía, Lucía', 'Uncle Buck']]
Predicted Ans:    The Alphabet Killer
Predicted Path:   Sex and Breakfast --[starred_actors]--> Eliza Dushku --[(INV) starred_actors]--> The Alphabet Killer
Path (Raw):       Sex and Breakfast --[starred_actors]--> Eliza Dushku --[No Operation]--> Eliza Dushku --[(INV) starred_actors]--> The Alphabet Killer
Neg LogProb(↓):   0.875049
Path Entropy(↓):  1.573121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did wallace smith write
Start Entity:     Wallace Smith
Gold Answer:      [['Two Arabian Knights', 'Bordertown']]
Predicted Ans:    Two Arabian Knights
Predicted Path:   Wallace Smith --[(INV) written_by]--> Two Arabian Knights --[written_by]--> Wallace Smith --[(INV) written_by]--> Two Arabian Knights
Path (Raw):       Wallace Smith --[(INV) written_by]--> Two Arabian Knights --[written_by]--> Wallace Smith --[(INV) written_by]--> Two Arabian Knights
Neg LogProb(↓):   0.000427
Path Entropy(↓):  0.003747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of bryan brown starred movies
Start Entity:     Bryan Brown
Gold Answer:      [['1995', '1980', '1988', '2000', '2005', '1959', '1991', '1999', '2002', '1986', '1984']]
Predicted Ans:    1984
Predicted Path:   Bryan Brown --[(INV) starred_actors]--> Give My Regards to Broad Street --[release_year]--> 1984
Path (Raw):       Bryan Brown --[No Operation]--> Bryan Brown --[(INV) starred_actors]--> Give My Regards to Broad Street --[release_year]--> 1984
Neg LogProb(↓):   0.117476
Path Entropy(↓):  0.492288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was bull durham written by
Start Entity:     Bull Durham
Gold Answer:      [['Ron Shelton']]
Predicted Ans:    Ron Shelton
Predicted Path:   Bull Durham --[written_by]--> Ron Shelton --[(INV) written_by]--> The Best of Times --[written_by]--> Ron Shelton
Path (Raw):       Bull Durham --[written_by]--> Ron Shelton --[(INV) written_by]--> The Best of Times --[written_by]--> Ron Shelton
Neg LogProb(↓):   0.115406
Path Entropy(↓):  0.423891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of austregesilo carrano written movies
Start Entity:     Austregésilo Carrano
Gold Answer:      [['William Conrad', 'Laís Bodanzky', 'Douglas Trumbull']]
Predicted Ans:    William Conrad
Predicted Path:   Austregésilo Carrano --[(INV) written_by]--> Brainstorm --[directed_by]--> William Conrad
Path (Raw):       Austregésilo Carrano --[No Operation]--> Austregésilo Carrano --[(INV) written_by]--> Brainstorm --[directed_by]--> William Conrad
Neg LogProb(↓):   0.032711
Path Entropy(↓):  0.161780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of all the vermeers in new york
Start Entity:     All the Vermeers in New York
Gold Answer:      [['Jon Jost']]
Predicted Ans:    Jon Jost
Predicted Path:   All the Vermeers in New York --[written_by]--> Jon Jost --[(INV) written_by]--> All the Vermeers in New York --[directed_by]--> Jon Jost
Path (Raw):       All the Vermeers in New York --[written_by]--> Jon Jost --[(INV) written_by]--> All the Vermeers in New York --[directed_by]--> Jon Jost
Neg LogProb(↓):   0.011442
Path Entropy(↓):  0.067550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the old man and the sea
Start Entity:     The Old Man and the Sea
Gold Answer:      [['ernest hemingway', 'john sturges']]
Predicted Ans:    john sturges
Predicted Path:   The Old Man and the Sea --[has_tags]--> john sturges --[(INV) has_tags]--> The Magnificent Yankee --[has_tags]--> john sturges
Path (Raw):       The Old Man and the Sea --[has_tags]--> john sturges --[(INV) has_tags]--> The Magnificent Yankee --[has_tags]--> john sturges
Neg LogProb(↓):   0.237344
Path Entropy(↓):  0.682782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie assault on wall street
Start Entity:     Assault on Wall Street
Gold Answer:      [['2009', '2001', '2006', '2002', '1987', '2011', '2007']]
Predicted Ans:    2001
Predicted Path:   Assault on Wall Street --[written_by]--> Uwe Boll --[(INV) written_by]--> Blackwoods --[release_year]--> 2001
Path (Raw):       Assault on Wall Street --[written_by]--> Uwe Boll --[(INV) written_by]--> Blackwoods --[release_year]--> 2001
Neg LogProb(↓):   0.894217
Path Entropy(↓):  1.265189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of assassination tango
Start Entity:     Assassination Tango
Gold Answer:      [['Robert Duvall']]
Predicted Ans:    Robert Duvall
Predicted Path:   Assassination Tango --[directed_by]--> Robert Duvall --[(INV) directed_by]--> Assassination Tango --[directed_by]--> Robert Duvall
Path (Raw):       Assassination Tango --[directed_by]--> Robert Duvall --[(INV) directed_by]--> Assassination Tango --[directed_by]--> Robert Duvall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by michael lonsdale
Start Entity:     Michael Lonsdale
Gold Answer:      [['Xavier Beauvois', 'Ismaël Ferroukhi']]
Predicted Ans:    Xavier Beauvois
Predicted Path:   Michael Lonsdale --[(INV) starred_actors]--> Of Gods and Men --[written_by]--> Xavier Beauvois
Path (Raw):       Michael Lonsdale --[No Operation]--> Michael Lonsdale --[(INV) starred_actors]--> Of Gods and Men --[written_by]--> Xavier Beauvois
Neg LogProb(↓):   0.078155
Path Entropy(↓):  0.280774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter joe rinaldi wrote films together with who
Start Entity:     Joe Rinaldi
Gold Answer:      [['Bill Peet', 'Ralph Wright', 'Julia Leigh', 'Winston Hibler', 'Charles Perrault', 'Milt Banta', 'Ted Sears']]
Predicted Ans:    Charles Perrault
Predicted Path:   Joe Rinaldi --[(INV) written_by]--> Sleeping Beauty --[written_by]--> Charles Perrault
Path (Raw):       Joe Rinaldi --[No Operation]--> Joe Rinaldi --[(INV) written_by]--> Sleeping Beauty --[written_by]--> Charles Perrault
Neg LogProb(↓):   0.689567
Path Entropy(↓):  0.869575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the in the electric mist director release
Start Entity:     In the Electric Mist
Gold Answer:      [['1976', '1980', '1989', '2010', '1999', '2002', '1984', '2013']]
Predicted Ans:    2010
Predicted Path:   In the Electric Mist --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[release_year]--> 2010
Path (Raw):       In the Electric Mist --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[release_year]--> 2010
Neg LogProb(↓):   0.477677
Path Entropy(↓):  1.349519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe romeo must die
Start Entity:     Romeo Must Die
Gold Answer:      [['jet li', 'andrzej bartkowiak', 'r']]
Predicted Ans:    jet li
Predicted Path:   Romeo Must Die --[has_tags]--> jet li --[(INV) has_tags]--> Once Upon a Time in China II --[has_tags]--> jet li
Path (Raw):       Romeo Must Die --[has_tags]--> jet li --[(INV) has_tags]--> Once Upon a Time in China II --[has_tags]--> jet li
Neg LogProb(↓):   0.086784
Path Entropy(↓):  0.349613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was yael hersonski the director of
Start Entity:     Yael Hersonski
Gold Answer:      [['A Film Unfinished']]
Predicted Ans:    A Film Unfinished
Predicted Path:   Yael Hersonski --[(INV) directed_by]--> A Film Unfinished --[directed_by]--> Yael Hersonski --[(INV) directed_by]--> A Film Unfinished
Path (Raw):       Yael Hersonski --[(INV) directed_by]--> A Film Unfinished --[directed_by]--> Yael Hersonski --[(INV) directed_by]--> A Film Unfinished
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the devil commands starred who
Start Entity:     The Devil Commands
Gold Answer:      [['Robert Young', 'Anne Baxter', 'Fred MacMurray', 'José Ferrer', 'Peter Falk', 'Gene Tierney', 'Claire Trevor', 'Van Johnson', 'Henry Fonda', 'Susan Hayward', 'John Carradine', 'Robert Wagner', 'Elizabeth Taylor', 'Julianne Moore', 'Marlon Brando', 'Raquel Welch', 'Alan Ladd', 'Ginger Rogers', 'Gregory Peck', 'Ralph Fiennes', 'Jane Fonda', 'Lee J. Cobb', 'Anthony Quinn', 'Richard Widmark', 'Adolphe Menjou', 'Robert Mitchum', 'Stephen Rea', 'Montgomery Clift', 'Dick Powell', 'Capucine', 'Dean Martin', 'Richard E. Grant', 'Marie Windsor', 'Bette Davis', 'Eva Marie Saint', 'Lee Marvin', 'George Peppard', 'Gloria Grahame', 'Peter Cushing', 'Anne Shirley', 'Diane Baker', 'Arthur Franz', 'Stephen Boyd', 'Lori Singer', 'Robert Ryan', 'John Wayne', 'John Mills', 'Ricardo Montalban', 'Joey Heatherton', 'Maximilian Schell', 'Lea Padovani', 'Kevin McCarthy', 'Carroll Baker', 'Agnes Moorehead', 'Akim Tamiroff', 'Brigitte Bardot', 'Walter Matthau', 'Jack Hawkins', 'Ruth Hussey', 'Richard Burton', 'Sean Connery', 'Laurence Harvey', 'Jean Peters', 'Clark Gable', 'George Kennedy', 'Humphrey Bogart', 'Spencer Tracy', 'Gerald Mohr', 'Mike Connors', 'Deborah Kerr', 'Julian Sands']]
Predicted Ans:    Dick Powell
Predicted Path:   The Devil Commands --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Cornered --[starred_actors]--> Dick Powell
Path (Raw):       The Devil Commands --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Cornered --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.257943
Path Entropy(↓):  0.727264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of mr. north also starred in which films
Start Entity:     Mr. North
Gold Answer:      [['Downtown', 'Miracle Mile', 'Top Gun', 'Flipped', 'Revenge of the Nerds', 'Gotcha!', 'Zodiac']]
Predicted Ans:    Flipped
Predicted Path:   Mr. North --[starred_actors]--> Anthony Edwards --[(INV) starred_actors]--> Flipped
Path (Raw):       Mr. North --[starred_actors]--> Anthony Edwards --[No Operation]--> Anthony Edwards --[(INV) starred_actors]--> Flipped
Neg LogProb(↓):   0.117049
Path Entropy(↓):  0.513256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of charlie day starred movies
Start Entity:     Charlie Day
Gold Answer:      [['Michael Markowitz', 'John Francis Daley']]
Predicted Ans:    John Francis Daley
Predicted Path:   Charlie Day --[(INV) starred_actors]--> Horrible Bosses --[written_by]--> John Francis Daley
Path (Raw):       Charlie Day --[No Operation]--> Charlie Day --[(INV) starred_actors]--> Horrible Bosses --[written_by]--> John Francis Daley
Neg LogProb(↓):   0.303607
Path Entropy(↓):  0.574982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by steve oedekerk release
Start Entity:     Steve Oedekerk
Gold Answer:      [['2006', '2003', '1997', '1991']]
Predicted Ans:    1991
Predicted Path:   Steve Oedekerk --[(INV) written_by]--> High Strung --[release_year]--> 1991
Path (Raw):       Steve Oedekerk --[No Operation]--> Steve Oedekerk --[(INV) written_by]--> High Strung --[release_year]--> 1991
Neg LogProb(↓):   0.473972
Path Entropy(↓):  0.739041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did frank overton act in
Start Entity:     Frank Overton
Gold Answer:      [['Desire Under the Elms']]
Predicted Ans:    Day of the Outlaw
Predicted Path:   Frank Overton --[(INV) starred_actors]--> Desire Under the Elms --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Day of the Outlaw
Path (Raw):       Frank Overton --[(INV) starred_actors]--> Desire Under the Elms --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Day of the Outlaw
Neg LogProb(↓):   0.444941
Path Entropy(↓):  1.030106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of white mischief is also the director of which movies
Start Entity:     White Mischief
Gold Answer:      [['B. Monkey', 'Flawless', 'The Merchant of Venice', 'Nineteen Eighty-Four', 'Dancing at the Blue Iguana']]
Predicted Ans:    The Merchant of Venice
Predicted Path:   White Mischief --[directed_by]--> Michael Radford --[(INV) directed_by]--> The Merchant of Venice
Path (Raw):       White Mischief --[directed_by]--> Michael Radford --[(INV) directed_by]--> The Merchant of Venice --[No Operation]--> The Merchant of Venice
Neg LogProb(↓):   0.694086
Path Entropy(↓):  0.966488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of reservation road
Start Entity:     Reservation Road
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    War
Predicted Path:   Reservation Road --[directed_by]--> Terry George --[(INV) directed_by]--> A Bright Shining Lie --[has_genre]--> War
Path (Raw):       Reservation Road --[directed_by]--> Terry George --[(INV) directed_by]--> A Bright Shining Lie --[has_genre]--> War
Neg LogProb(↓):   0.642718
Path Entropy(↓):  0.698680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by kent smith
Start Entity:     Kent Smith
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Kent Smith --[(INV) starred_actors]--> Cat People --[has_genre]--> Horror
Path (Raw):       Kent Smith --[No Operation]--> Kent Smith --[(INV) starred_actors]--> Cat People --[has_genre]--> Horror
Neg LogProb(↓):   0.693465
Path Entropy(↓):  0.696026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote mr. denning drives north
Start Entity:     Mr. Denning Drives North
Gold Answer:      [['George Marshall', 'Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Mr. Denning Drives North --[written_by]--> Alec Coppel --[(INV) written_by]--> Vertigo --[directed_by]--> Alfred Hitchcock
Path (Raw):       Mr. Denning Drives North --[written_by]--> Alec Coppel --[(INV) written_by]--> Vertigo --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.031836
Path Entropy(↓):  0.140996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dreamboat are directed by who
Start Entity:     Dreamboat
Gold Answer:      [['Ronald Neame', 'Jean Negulesco', 'Elliott Nugent', 'Walter Lang', 'Henry Hathaway', 'Otto Preminger', 'Leo McCarey']]
Predicted Ans:    Jean Negulesco
Predicted Path:   Dreamboat --[starred_actors]--> Clifton Webb --[(INV) starred_actors]--> Three Coins in the Fountain --[directed_by]--> Jean Negulesco
Path (Raw):       Dreamboat --[starred_actors]--> Clifton Webb --[(INV) starred_actors]--> Three Coins in the Fountain --[directed_by]--> Jean Negulesco
Neg LogProb(↓):   0.137698
Path Entropy(↓):  0.432091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by shashi kapoor were written by who
Start Entity:     Shashi Kapoor
Gold Answer:      [['John Masters']]
Predicted Ans:    Yash Chopra
Predicted Path:   Shashi Kapoor --[(INV) starred_actors]--> Deewaar --[directed_by]--> Yash Chopra
Path (Raw):       Shashi Kapoor --[No Operation]--> Shashi Kapoor --[(INV) starred_actors]--> Deewaar --[directed_by]--> Yash Chopra
Neg LogProb(↓):   0.063865
Path Entropy(↓):  0.232078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by raul arevalo were written by who
Start Entity:     Raúl Arévalo
Gold Answer:      [['José Luis Cuerda', 'Rafael Azcona', 'Alberto Méndez']]
Predicted Ans:    José Luis Cuerda
Predicted Path:   Raúl Arévalo --[(INV) starred_actors]--> The Blind Sunflowers --[written_by]--> José Luis Cuerda
Path (Raw):       Raúl Arévalo --[No Operation]--> Raúl Arévalo --[(INV) starred_actors]--> The Blind Sunflowers --[written_by]--> José Luis Cuerda
Neg LogProb(↓):   0.024482
Path Entropy(↓):  0.119331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did louis lantz write
Start Entity:     Louis Lantz
Gold Answer:      [['River of No Return']]
Predicted Ans:    River of No Return
Predicted Path:   Louis Lantz --[(INV) written_by]--> River of No Return --[written_by]--> Louis Lantz --[(INV) written_by]--> River of No Return
Path (Raw):       Louis Lantz --[(INV) written_by]--> River of No Return --[written_by]--> Louis Lantz --[(INV) written_by]--> River of No Return
Neg LogProb(↓):   0.033579
Path Entropy(↓):  0.145094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jasmine guy acted films
Start Entity:     Jasmine Guy
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Jasmine Guy --[(INV) starred_actors]--> Cats Don't Dance --[release_year]--> 1997
Path (Raw):       Jasmine Guy --[No Operation]--> Jasmine Guy --[(INV) starred_actors]--> Cats Don't Dance --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what dr. jekyll and mr. hyde is about
Start Entity:     Dr. Jekyll and Mr. Hyde
Gold Answer:      [['robert louis stevenson', 'bd-r']]
Predicted Ans:    robert louis stevenson
Predicted Path:   Dr. Jekyll and Mr. Hyde --[has_tags]--> robert louis stevenson --[(INV) has_tags]--> Jekyll and Hyde... Together Again --[has_tags]--> robert louis stevenson
Path (Raw):       Dr. Jekyll and Mr. Hyde --[has_tags]--> robert louis stevenson --[(INV) has_tags]--> Jekyll and Hyde... Together Again --[has_tags]--> robert louis stevenson
Neg LogProb(↓):   1.105900
Path Entropy(↓):  1.142476
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in chimpanzee
Start Entity:     Chimpanzee
Gold Answer:      [['Family', 'Drama', 'Animation', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Chimpanzee --[starred_actors]--> Tim Allen --[(INV) starred_actors]--> Who Is Cletis Tout? --[has_genre]--> Comedy
Path (Raw):       Chimpanzee --[starred_actors]--> Tim Allen --[(INV) starred_actors]--> Who Is Cletis Tout? --[has_genre]--> Comedy
Neg LogProb(↓):   0.831001
Path Entropy(↓):  1.564906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of for the bible tells me so
Start Entity:     For the Bible Tells Me So
Gold Answer:      [['Daniel G. Karslake']]
Predicted Ans:    Daniel G. Karslake
Predicted Path:   For the Bible Tells Me So --[written_by]--> Daniel G. Karslake --[(INV) written_by]--> For the Bible Tells Me So --[written_by]--> Daniel G. Karslake
Path (Raw):       For the Bible Tells Me So --[written_by]--> Daniel G. Karslake --[(INV) written_by]--> For the Bible Tells Me So --[written_by]--> Daniel G. Karslake
Neg LogProb(↓):   0.002775
Path Entropy(↓):  0.019511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the winter guest starred who
Start Entity:     The Winter Guest
Gold Answer:      [['Emma Thompson', 'Phyllida Law']]
Predicted Ans:    Phyllida Law
Predicted Path:   The Winter Guest --[starred_actors]--> Phyllida Law --[(INV) starred_actors]--> The Time Machine --[starred_actors]--> Phyllida Law
Path (Raw):       The Winter Guest --[starred_actors]--> Phyllida Law --[(INV) starred_actors]--> The Time Machine --[starred_actors]--> Phyllida Law
Neg LogProb(↓):   0.481739
Path Entropy(↓):  1.351241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by loretta swit
Start Entity:     Loretta Swit
Gold Answer:      [['Thriller', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Loretta Swit --[(INV) starred_actors]--> Race with the Devil --[has_genre]--> Horror
Path (Raw):       Loretta Swit --[No Operation]--> Loretta Swit --[(INV) starred_actors]--> Race with the Devil --[has_genre]--> Horror
Neg LogProb(↓):   0.416808
Path Entropy(↓):  0.763786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed meet joe black
Start Entity:     Meet Joe Black
Gold Answer:      [['Martin Brest']]
Predicted Ans:    Martin Brest
Predicted Path:   Meet Joe Black --[directed_by]--> Martin Brest --[(INV) directed_by]--> Gigli --[directed_by]--> Martin Brest
Path (Raw):       Meet Joe Black --[directed_by]--> Martin Brest --[(INV) directed_by]--> Gigli --[directed_by]--> Martin Brest
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie lucie aubrac were in which genres
Start Entity:     Lucie Aubrac
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lucie Aubrac --[starred_actors]--> Carole Bouquet --[(INV) starred_actors]--> Too Beautiful for You --[has_genre]--> Comedy
Path (Raw):       Lucie Aubrac --[starred_actors]--> Carole Bouquet --[(INV) starred_actors]--> Too Beautiful for You --[has_genre]--> Comedy
Neg LogProb(↓):   0.431385
Path Entropy(↓):  0.736714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by brandon beckner
Start Entity:     Brandon Beckner
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Brandon Beckner --[(INV) directed_by]--> Remarkable Power --[release_year]--> 2008
Path (Raw):       Brandon Beckner --[No Operation]--> Brandon Beckner --[(INV) directed_by]--> Remarkable Power --[release_year]--> 2008
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of kolberg
Start Entity:     Kolberg
Gold Answer:      [['Jud Süß']]
Predicted Ans:    Jud Süß
Predicted Path:   Kolberg --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß
Path (Raw):       Kolberg --[No Operation]--> Kolberg --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß
Neg LogProb(↓):   0.006050
Path Entropy(↓):  0.041026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of riffraff starred who
Start Entity:     Riffraff
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'George F. Marion', 'Jane Russell', 'Dorothy Jordan', 'Robert Montgomery', 'Alice Brady', 'Ricky Schroder', 'Greer Garson', 'Walter Pidgeon', 'Marjorie Rambeau', 'Felix Bressart', 'Faye Dunaway', 'Chester Morris', 'Wallace Beery', 'Myrna Loy', 'Ann Harding', 'Douglas Fairbanks', 'Lewis Stone', 'Jackie Cooper', 'Elizabeth Allan', 'Lionel Barrymore', 'Marsha Hunt', 'Lillian Gish', 'Elliott Reid', 'John Barrymore', 'Joan Crawford', 'Mary Boland', 'Charles Coburn', 'Jon Voight', 'Lars Hanson', 'Montagu Love', 'Robert Taylor', 'Marilyn Monroe', 'Rosalind Russell', 'James Franco', 'Herbert Marshall', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Sienna Miller', 'Norma Shearer', 'Charles Bickford']]
Predicted Ans:    Jean Harlow
Predicted Path:   Riffraff --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[starred_actors]--> Jean Harlow
Path (Raw):       Riffraff --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[starred_actors]--> Jean Harlow
Neg LogProb(↓):   0.215769
Path Entropy(↓):  0.588768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of biloxi blues
Start Entity:     Biloxi Blues
Gold Answer:      [['Steve Martin', 'Peter Falk', 'Maureen Stapleton', 'Barbara Harris', 'Jonathan Silverman', 'Michelle Monaghan', 'Judith Ivey', 'Steve Lawrence', "Michael O'Keefe", 'Jane Fonda', 'Sally Kellerman', 'Jerry Stiller', 'Lee Meredith', 'Chevy Chase', 'Matthew Broderick', 'Charles Grodin', 'Peter Sellers', 'Jack Lemmon', 'Joan Hackett', 'Lee Grant', 'Richard Benjamin', 'Alec Baldwin', 'Robert Redford', 'Renée Taylor', 'Eileen Brennan', 'Rebecca De Mornay', 'Truman Capote', 'Jeannie Berlin', 'Jason Robards', 'George Burns', 'Jeff Daniels', 'Patricia Heaton', 'Cybill Shepherd', 'Goldie Hawn', 'Kim Basinger', 'John McMartin', 'Irene Worth', 'Shirley MacLaine', 'Paul Benedict', 'Quinn Cummings', 'Ricardo Montalban', 'Walter Matthau', 'Mildred Natwick', 'Alan Arkin', 'James Coco', 'Kristy McNichol', 'Ben Stiller', 'Donald Sutherland', 'Randy Quaid', 'Marsha Mason', 'Paula Prentiss', 'Sid Caesar', 'Charles Boyer', 'Richard Dreyfuss', 'Blythe Danner', 'Audra Lindley', 'Mercedes Ruehl', 'Frank Sinatra', 'Maggie Smith']]
Predicted Ans:    Walter Matthau
Predicted Path:   Biloxi Blues --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Path (Raw):       Biloxi Blues --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   1.267387
Path Entropy(↓):  2.066180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of naked childhood also wrote movies
Start Entity:     Naked Childhood
Gold Answer:      [['Van Gogh', 'Police', 'Under the Sun of Satan', "We Won't Grow Old Together", 'Loulou', 'Uranus']]
Predicted Ans:    Police
Predicted Path:   Naked Childhood --[written_by]--> Maurice Pialat --[(INV) written_by]--> Police
Path (Raw):       Naked Childhood --[written_by]--> Maurice Pialat --[(INV) written_by]--> Police --[No Operation]--> Police
Neg LogProb(↓):   0.143257
Path Entropy(↓):  0.537753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by paul mcguigan
Start Entity:     Paul McGuigan
Gold Answer:      [['Rose Byrne', 'Bruce Willis', 'Viva Bianca', 'Joel Gretsch', 'Matthew Lillard', 'Nicol Williamson', 'Ann Bell', 'Lucy Liu', 'Jonathan LaPaglia', 'Hanna Mangan Lawrence', 'Luke Hemsworth', 'Paul Bettany', 'David Thewlis', 'Diane Kruger', 'Josh Hartnett', 'Malcolm McDowell', 'Djimon Hounsou', 'Dakota Fanning', 'Morgan Freeman', 'Saffron Burrows']]
Predicted Ans:    Malcolm McDowell
Predicted Path:   Paul McGuigan --[(INV) directed_by]--> Gangster No. 1 --[starred_actors]--> Malcolm McDowell
Path (Raw):       Paul McGuigan --[No Operation]--> Paul McGuigan --[(INV) directed_by]--> Gangster No. 1 --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.646719
Path Entropy(↓):  1.131923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by glenn tryon were written by who
Start Entity:     Glenn Tryon
Gold Answer:      [['George Abbott']]
Predicted Ans:    George Abbott
Predicted Path:   Glenn Tryon --[(INV) starred_actors]--> Broadway --[written_by]--> George Abbott
Path (Raw):       Glenn Tryon --[No Operation]--> Glenn Tryon --[(INV) starred_actors]--> Broadway --[written_by]--> George Abbott
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with we'll never have paris fall under
Start Entity:     We'll Never Have Paris
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   We'll Never Have Paris --[starred_actors]--> Maggie Grace --[(INV) starred_actors]--> Lockout --[has_genre]--> Action
Path (Raw):       We'll Never Have Paris --[starred_actors]--> Maggie Grace --[(INV) starred_actors]--> Lockout --[has_genre]--> Action
Neg LogProb(↓):   0.474207
Path Entropy(↓):  1.235605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by richard blake fall under
Start Entity:     Richard Blake
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Richard Blake --[(INV) written_by]--> Invaders from Mars --[has_genre]--> Horror
Path (Raw):       Richard Blake --[No Operation]--> Richard Blake --[(INV) written_by]--> Invaders from Mars --[has_genre]--> Horror
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with i am legend in
Start Entity:     I Am Legend
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   I Am Legend --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       I Am Legend --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.002619
Path Entropy(↓):  0.022515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote bug
Start Entity:     Bug
Gold Answer:      [['William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   Bug --[written_by]--> William Castle --[(INV) written_by]--> Bug --[directed_by]--> William Friedkin
Path (Raw):       Bug --[written_by]--> William Castle --[(INV) written_by]--> Bug --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.042157
Path Entropy(↓):  0.202075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did eugene hess write
Start Entity:     Eugene Hess
Gold Answer:      [['Streets of Blood']]
Predicted Ans:    Streets of Blood
Predicted Path:   Eugene Hess --[(INV) written_by]--> Streets of Blood --[written_by]--> Dennis Fanning --[(INV) written_by]--> Streets of Blood
Path (Raw):       Eugene Hess --[(INV) written_by]--> Streets of Blood --[written_by]--> Dennis Fanning --[(INV) written_by]--> Streets of Blood
Neg LogProb(↓):   0.075716
Path Entropy(↓):  0.261128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by marguerite abouet
Start Entity:     Marguerite Abouet
Gold Answer:      [['Aya of Yop City']]
Predicted Ans:    Aya of Yop City
Predicted Path:   Marguerite Abouet --[(INV) written_by]--> Aya of Yop City --[written_by]--> Marguerite Abouet --[(INV) written_by]--> Aya of Yop City
Path (Raw):       Marguerite Abouet --[(INV) written_by]--> Aya of Yop City --[written_by]--> Marguerite Abouet --[(INV) written_by]--> Aya of Yop City
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director joseph zito
Start Entity:     Joseph Zito
Gold Answer:      [['Chuck Norris', 'Van Heflin', 'Dolph Lundgren', 'Evelyn Keyes']]
Predicted Ans:    Chuck Norris
Predicted Path:   Joseph Zito --[(INV) directed_by]--> Invasion U.S.A. --[starred_actors]--> Chuck Norris
Path (Raw):       Joseph Zito --[No Operation]--> Joseph Zito --[(INV) directed_by]--> Invasion U.S.A. --[starred_actors]--> Chuck Norris
Neg LogProb(↓):   0.737687
Path Entropy(↓):  1.534812
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by cuba gooding jr. were written by who
Start Entity:     Cuba Gooding Jr.
Gold Answer:      [['Paul Hogan']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Cuba Gooding Jr. --[(INV) starred_actors]--> Judgment Night --[directed_by]--> Stephen Hopkins
Path (Raw):       Cuba Gooding Jr. --[No Operation]--> Cuba Gooding Jr. --[(INV) starred_actors]--> Judgment Night --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.856597
Path Entropy(↓):  1.456950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films written by jacques mayol release
Start Entity:     Jacques Mayol
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Jacques Mayol --[(INV) written_by]--> The Big Blue --[release_year]--> 1988
Path (Raw):       Jacques Mayol --[No Operation]--> Jacques Mayol --[(INV) written_by]--> The Big Blue --[release_year]--> 1988
Neg LogProb(↓):   0.000650
Path Entropy(↓):  0.005418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with larry charles
Start Entity:     Larry Charles
Gold Answer:      [['Bob Dylan']]
Predicted Ans:    Larry Charles
Predicted Path:   Larry Charles --[(INV) written_by]--> Masked and Anonymous --[written_by]--> Larry Charles
Path (Raw):       Larry Charles --[No Operation]--> Larry Charles --[(INV) written_by]--> Masked and Anonymous --[written_by]--> Larry Charles
Neg LogProb(↓):   0.000411
Path Entropy(↓):  0.003618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the magnificent ambersons released
Start Entity:     The Magnificent Ambersons
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   The Magnificent Ambersons --[release_year]--> 1942 --[(INV) release_year]--> Reunion in France --[release_year]--> 1942
Path (Raw):       The Magnificent Ambersons --[release_year]--> 1942 --[(INV) release_year]--> Reunion in France --[release_year]--> 1942
Neg LogProb(↓):   2.855001
Path Entropy(↓):  3.836744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe the wild one
Start Entity:     The Wild One
Gold Answer:      [['bd-r', 'marlon brando']]
Predicted Ans:    bd-r
Predicted Path:   The Wild One --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Wild One --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.246477
Path Entropy(↓):  0.532729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter tod browning
Start Entity:     Tod Browning
Gold Answer:      [['Douglas Fairbanks', 'Polly Moran', 'Joan Crawford', 'Lon Chaney', "Maureen O'Sullivan", 'Marceline Day', 'Lionel Barrymore']]
Predicted Ans:    Lon Chaney
Predicted Path:   Tod Browning --[(INV) written_by]--> The Blackbird --[starred_actors]--> Lon Chaney
Path (Raw):       Tod Browning --[No Operation]--> Tod Browning --[(INV) written_by]--> The Blackbird --[starred_actors]--> Lon Chaney
Neg LogProb(↓):   0.355929
Path Entropy(↓):  0.821269
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote singles
Start Entity:     Singles
Gold Answer:      [['Art Linson', 'Amy Heckerling', 'Cameron Crowe']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Singles --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[directed_by]--> Cameron Crowe
Path (Raw):       Singles --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   0.456569
Path Entropy(↓):  0.977436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the man - proof director release
Start Entity:     Man-Proof
Gold Answer:      [['1962', '1995', '1949', '1948', '1957', '1950', '1951', '1982', '1953', '1937', '1979', '1945', '1941', '1955', '1952', '1943']]
Predicted Ans:    1937
Predicted Path:   Man-Proof --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Double Wedding --[release_year]--> 1937
Path (Raw):       Man-Proof --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Double Wedding --[release_year]--> 1937
Neg LogProb(↓):   1.685354
Path Entropy(↓):  2.392038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by clue actors
Start Entity:     Clue
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Clue --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[has_genre]--> Comedy
Path (Raw):       Clue --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[has_genre]--> Comedy
Neg LogProb(↓):   1.129564
Path Entropy(↓):  1.369332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by olof palme
Start Entity:     Olof Palme
Gold Answer:      [['Kristina Lindström', 'Maud Nycander']]
Predicted Ans:    Kristina Lindström
Predicted Path:   Olof Palme --[(INV) starred_actors]--> Palme --[written_by]--> Kristina Lindström
Path (Raw):       Olof Palme --[No Operation]--> Olof Palme --[(INV) starred_actors]--> Palme --[written_by]--> Kristina Lindström
Neg LogProb(↓):   0.002172
Path Entropy(↓):  0.015482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by sondre krogtoft larsen were released in which years
Start Entity:     Sondre Krogtoft Larsen
Gold Answer:      [['2009', '1945']]
Predicted Ans:    2009
Predicted Path:   Sondre Krogtoft Larsen --[(INV) starred_actors]--> Detour --[release_year]--> 2009
Path (Raw):       Sondre Krogtoft Larsen --[No Operation]--> Sondre Krogtoft Larsen --[(INV) starred_actors]--> Detour --[release_year]--> 2009
Neg LogProb(↓):   0.426733
Path Entropy(↓):  0.645799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by nobuko otowa released
Start Entity:     Nobuko Otowa
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Nobuko Otowa --[(INV) starred_actors]--> Onibaba --[release_year]--> 1964
Path (Raw):       Nobuko Otowa --[No Operation]--> Nobuko Otowa --[(INV) starred_actors]--> Onibaba --[release_year]--> 1964
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the lost battalion also wrote which films
Start Entity:     The Lost Battalion
Gold Answer:      [['Hamburger Hill']]
Predicted Ans:    The Lost Battalion
Predicted Path:   The Lost Battalion --[written_by]--> James Carabatsos --[(INV) written_by]--> The Lost Battalion
Path (Raw):       The Lost Battalion --[written_by]--> James Carabatsos --[(INV) written_by]--> The Lost Battalion --[No Operation]--> The Lost Battalion
Neg LogProb(↓):   0.603704
Path Entropy(↓):  0.982040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie kitty
Start Entity:     Kitty
Gold Answer:      [['Ray Milland', 'Cecil B. DeMille', 'Clive Donner', 'Philip Dunne', 'Arthur Hiller', 'John Huston', 'Mark Sandrich', 'Lewis Allen', 'Richard Fleischer', 'William A. Wellman', 'Leslie Fenton', 'Billy Wilder', 'Henry Koster', 'King Vidor', 'George Marshall', 'Russell Rouse', 'Elliott Nugent', 'Wesley Ruggles', 'Mitchell Leisen', 'Arnold Laven', 'Richard Wallace', 'Robert Zemeckis', 'Lucio Fulci', 'Alfred Hitchcock', 'John Farrow', 'Gustav Machatý', 'Alexander Korda', 'Oliver Parker', 'Lee Frost', 'Edwin L. Marin', 'Lloyd Bacon', 'William Wyler', 'George Stevens', 'James P. Hogan', 'Paul Leni', 'Clarence Brown', 'Jean Renoir', 'Gary Sherman']]
Predicted Ans:    Oliver Parker
Predicted Path:   Kitty --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Path (Raw):       Kitty --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Neg LogProb(↓):   0.107503
Path Entropy(↓):  0.475627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed water for elephants
Start Entity:     Water for Elephants
Gold Answer:      [['Djimon Hounsou', 'Keanu Reeves', 'Rachel Weisz', 'Will Smith', 'Shia LaBeouf']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Water for Elephants --[directed_by]--> Francis Lawrence --[(INV) directed_by]--> Water for Elephants --[starred_actors]--> Reese Witherspoon
Path (Raw):       Water for Elephants --[directed_by]--> Francis Lawrence --[(INV) directed_by]--> Water for Elephants --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.006133
Path Entropy(↓):  0.043385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of times square also wrote which films
Start Entity:     Times Square
Gold Answer:      [['Pump Up the Volume']]
Predicted Ans:    Times Square
Predicted Path:   Times Square --[written_by]--> Allan Moyle --[(INV) written_by]--> Times Square
Path (Raw):       Times Square --[written_by]--> Allan Moyle --[(INV) written_by]--> Times Square --[No Operation]--> Times Square
Neg LogProb(↓):   0.437317
Path Entropy(↓):  0.650441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in witch's night out
Start Entity:     Witch's Night Out
Gold Answer:      [['Gene Wilder', 'Buck Henry', 'Sidney Poitier']]
Predicted Ans:    Buck Henry
Predicted Path:   Witch's Night Out --[starred_actors]--> Gilda Radner --[(INV) starred_actors]--> First Family --[directed_by]--> Buck Henry
Path (Raw):       Witch's Night Out --[starred_actors]--> Gilda Radner --[(INV) starred_actors]--> First Family --[directed_by]--> Buck Henry
Neg LogProb(↓):   0.502733
Path Entropy(↓):  0.783613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the laggies director
Start Entity:     Laggies
Gold Answer:      [['Lynn Shelton']]
Predicted Ans:    Lynn Shelton
Predicted Path:   Laggies --[directed_by]--> Lynn Shelton --[(INV) directed_by]--> Humpday --[written_by]--> Lynn Shelton
Path (Raw):       Laggies --[directed_by]--> Lynn Shelton --[(INV) directed_by]--> Humpday --[written_by]--> Lynn Shelton
Neg LogProb(↓):   0.017389
Path Entropy(↓):  0.103956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie miracle in milan starred who
Start Entity:     Miracle in Milan
Gold Answer:      [['Paolo Stoppa', 'Emma Gramatica', 'Francesco Golisano', 'Guglielmo Barnabò']]
Predicted Ans:    Guglielmo Barnabò
Predicted Path:   Miracle in Milan --[starred_actors]--> Guglielmo Barnabò --[(INV) starred_actors]--> Miracle in Milan --[starred_actors]--> Guglielmo Barnabò
Path (Raw):       Miracle in Milan --[starred_actors]--> Guglielmo Barnabò --[(INV) starred_actors]--> Miracle in Milan --[starred_actors]--> Guglielmo Barnabò
Neg LogProb(↓):   0.089752
Path Entropy(↓):  0.416804
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of dance me outside
Start Entity:     Dance Me Outside
Gold Answer:      [['This Movie Is Broken', 'Highway 61', 'Roadkill']]
Predicted Ans:    Dance Me Outside
Predicted Path:   Dance Me Outside --[written_by]--> Bruce McDonald --[(INV) written_by]--> Dance Me Outside
Path (Raw):       Dance Me Outside --[No Operation]--> Dance Me Outside --[written_by]--> Bruce McDonald --[(INV) written_by]--> Dance Me Outside
Neg LogProb(↓):   0.079096
Path Entropy(↓):  0.294409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie super
Start Entity:     Super
Gold Answer:      [['James Gunn', 'Will Graham', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Jeremy Sosenko', 'Nicole Perlman', 'Rocky Russo']]
Predicted Ans:    James Gunn
Predicted Path:   Super --[directed_by]--> James Gunn --[(INV) directed_by]--> Slither --[written_by]--> James Gunn
Path (Raw):       Super --[directed_by]--> James Gunn --[(INV) directed_by]--> Slither --[written_by]--> James Gunn
Neg LogProb(↓):   0.097631
Path Entropy(↓):  0.393325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to the guest
Start Entity:     The Guest
Gold Answer:      [['adam wingard']]
Predicted Ans:    jason eisener
Predicted Path:   The Guest --[has_tags]--> adam wingard --[(INV) has_tags]--> V/H/S/2 --[has_tags]--> jason eisener
Path (Raw):       The Guest --[has_tags]--> adam wingard --[(INV) has_tags]--> V/H/S/2 --[has_tags]--> jason eisener
Neg LogProb(↓):   0.177048
Path Entropy(↓):  0.566282
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies written by fred coe fall under
Start Entity:     Fred Coe
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fred Coe --[(INV) written_by]--> This Property Is Condemned --[has_genre]--> Drama
Path (Raw):       Fred Coe --[No Operation]--> Fred Coe --[(INV) written_by]--> This Property Is Condemned --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by brian klugman were written by who
Start Entity:     Brian Klugman
Gold Answer:      [['Lee Sternthal']]
Predicted Ans:    Brian Klugman
Predicted Path:   Brian Klugman --[(INV) written_by]--> The Words --[directed_by]--> Brian Klugman
Path (Raw):       Brian Klugman --[No Operation]--> Brian Klugman --[(INV) written_by]--> The Words --[directed_by]--> Brian Klugman
Neg LogProb(↓):   0.184256
Path Entropy(↓):  0.588094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the mother
Start Entity:     The Mother
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   The Mother --[release_year]--> 2003 --[(INV) release_year]--> Freddy vs. Jason --[release_year]--> 2003
Path (Raw):       The Mother --[release_year]--> 2003 --[(INV) release_year]--> Freddy vs. Jason --[release_year]--> 2003
Neg LogProb(↓):   3.471396
Path Entropy(↓):  4.678330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by deran sarafian
Start Entity:     Deran Sarafian
Gold Answer:      [['James Gandolfini', 'Charlie Sheen', 'Nastassja Kinski', 'Christopher McDonald']]
Predicted Ans:    Charlie Sheen
Predicted Path:   Deran Sarafian --[(INV) directed_by]--> Terminal Velocity --[starred_actors]--> Charlie Sheen
Path (Raw):       Deran Sarafian --[No Operation]--> Deran Sarafian --[(INV) directed_by]--> Terminal Velocity --[starred_actors]--> Charlie Sheen
Neg LogProb(↓):   0.036712
Path Entropy(↓):  0.180372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by kambuzia partovi in
Start Entity:     Kambuzia Partovi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kambuzia Partovi --[(INV) starred_actors]--> Closed Curtain --[has_genre]--> Drama
Path (Raw):       Kambuzia Partovi --[No Operation]--> Kambuzia Partovi --[(INV) starred_actors]--> Closed Curtain --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the lincoln lawyer were released in which years
Start Entity:     The Lincoln Lawyer
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Lincoln Lawyer --[directed_by]--> Brad Furman --[(INV) directed_by]--> Runner Runner --[release_year]--> 2013
Path (Raw):       The Lincoln Lawyer --[directed_by]--> Brad Furman --[(INV) directed_by]--> Runner Runner --[release_year]--> 2013
Neg LogProb(↓):   0.047773
Path Entropy(↓):  0.214193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie only angels have wings are written by who
Start Entity:     Only Angels Have Wings
Gold Answer:      [['Armitage Trail', 'Abem Finkel', 'Harry Chandlee', 'Martin Flavin', 'Jane Murfin', 'Dudley Nichols', 'John Huston', 'Ernest Hemingway', 'Hagar Wilde', 'Charles Schnee', 'John Monk Saunders', 'Billy Wilder', 'Harry Brown', 'Oliver Stone', 'Charles Lederer', 'Will B. Johnstone', 'Tom Skeyhill', 'Howard Hawks', 'Charles Bruce Millholland', 'Edna Ferber', 'Michael Winner', 'Edgecumb Pinchon', 'O.B. Stade', 'Borden Chase', 'Anita Loos', 'Howard Koch', 'Leigh Brackett', 'Ben Hecht', 'Raymond Chandler', 'William Faulkner', 'Jules Furthman', 'Charles MacArthur', 'Henri Rochard']]
Predicted Ans:    Howard Hawks
Predicted Path:   Only Angels Have Wings --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[written_by]--> Howard Hawks
Path (Raw):       Only Angels Have Wings --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[written_by]--> Howard Hawks
Neg LogProb(↓):   0.832608
Path Entropy(↓):  2.081254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the five heartbeats also starred in which films
Start Entity:     The Five Heartbeats
Gold Answer:      [['Little Richard', 'Cool Runnings', 'The Meteor Man', 'Bats', 'Streamers', 'Hollywood Shuffle', 'Above the Rim']]
Predicted Ans:    Bats
Predicted Path:   The Five Heartbeats --[starred_actors]--> Leon --[(INV) starred_actors]--> Bats
Path (Raw):       The Five Heartbeats --[starred_actors]--> Leon --[No Operation]--> Leon --[(INV) starred_actors]--> Bats
Neg LogProb(↓):   0.874006
Path Entropy(↓):  1.274093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by kyle clare
Start Entity:     Kyle Clare
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Kyle Clare --[(INV) starred_actors]--> Watercolors --[release_year]--> 2008
Path (Raw):       Kyle Clare --[No Operation]--> Kyle Clare --[(INV) starred_actors]--> Watercolors --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie house on haunted hill, when was it released
Start Entity:     House on Haunted Hill
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   House on Haunted Hill --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       House on Haunted Hill --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.906013
Path Entropy(↓):  3.507263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of where the money is also starred in which movies
Start Entity:     Where the Money Is
Gold Answer:      [['The Hustler', 'The Wedding Date', 'Message in a Bottle', 'The Towering Inferno', 'Queens Logic', 'The Silver Chalice', 'Copycat', 'The Life and Times of Judge Roy Bean', 'The Rack', 'Torn Curtain', 'Sweet Bird of Youth', 'A New Kind of Love', 'Gotcha!', 'Jade', 'Quintet', 'Ordinary Decent Criminal', 'Winning', "Nobody's Fool", 'Body Count', 'Butch Cassidy and the Sundance Kid', 'The Family Stone', 'The Prize', 'Vision Quest', 'Living in Oblivion', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Slap Shot', 'Cars', 'What a Way to Go!', 'Cool Hand Luke', 'The Moderns', 'The Left Handed Gun', 'Unforgettable', 'From the Terrace', 'WUSA', 'Twilight', 'The Hudsucker Proxy', 'The Young Philadelphians', 'Sometimes a Great Notion', "My Best Friend's Wedding", 'Goodbye Lover', 'Absence of Malice', 'There Goes My Baby', 'The Long, Hot Summer', 'The Last Seduction', 'Paris Blues', 'Blaze', 'The Grey', 'Inhale', 'Where the Day Takes You', 'Pocket Money', 'The Verdict', 'The Sting', 'Georgia Rule', 'Cat on a Hot Tin Roof', 'Hombre', 'The Color of Money', 'The Trigger Effect', 'Harper', 'Hud', "Rally 'Round the Flag, Boys!", 'The Drowning Pool']]
Predicted Ans:    Torn Curtain
Predicted Path:   Where the Money Is --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain
Path (Raw):       Where the Money Is --[starred_actors]--> Paul Newman --[No Operation]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain
Neg LogProb(↓):   0.675925
Path Entropy(↓):  1.944849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of robert altman written movies
Start Entity:     Robert Altman
Gold Answer:      [['1976', '1978', '1972', '2001', '1993', '1996', '1979', '1987', '1974', '1977']]
Predicted Ans:    2001
Predicted Path:   Robert Altman --[(INV) written_by]--> Gosford Park --[release_year]--> 2001
Path (Raw):       Robert Altman --[No Operation]--> Robert Altman --[(INV) written_by]--> Gosford Park --[release_year]--> 2001
Neg LogProb(↓):   0.397485
Path Entropy(↓):  1.165698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the just before dawn director release
Start Entity:     Just Before Dawn
Gold Answer:      [['1976', '1978', '2004']]
Predicted Ans:    1981
Predicted Path:   Just Before Dawn --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Just Before Dawn --[release_year]--> 1981
Path (Raw):       Just Before Dawn --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Just Before Dawn --[release_year]--> 1981
Neg LogProb(↓):   0.790554
Path Entropy(↓):  1.027996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of slither
Start Entity:     Slither
Gold Answer:      [['My Girl', 'The Main Event', 'The Dream Team', 'Super', 'Movie 43', 'Guardians of the Galaxy', 'Unfaithfully Yours', 'Hearts of the West']]
Predicted Ans:    Movie 43
Predicted Path:   Slither --[directed_by]--> James Gunn --[(INV) directed_by]--> Movie 43
Path (Raw):       Slither --[directed_by]--> James Gunn --[(INV) directed_by]--> Movie 43 --[No Operation]--> Movie 43
Neg LogProb(↓):   0.052820
Path Entropy(↓):  0.240949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by pablo trapero
Start Entity:     Pablo Trapero
Gold Answer:      [['Juan Carlos Tabío', 'Benicio Del Toro', 'Gaspar Noé', 'Elia Suleiman', 'Laurent Cantet']]
Predicted Ans:    Pablo Trapero
Predicted Path:   Pablo Trapero --[(INV) directed_by]--> Carancho --[directed_by]--> Pablo Trapero
Path (Raw):       Pablo Trapero --[No Operation]--> Pablo Trapero --[(INV) directed_by]--> Carancho --[directed_by]--> Pablo Trapero
Neg LogProb(↓):   0.183621
Path Entropy(↓):  0.612151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film catch me if you can were in which languages
Start Entity:     Catch Me If You Can
Gold Answer:      [['Mende', 'Polish', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Catch Me If You Can --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Empire of the Sun --[in_language]--> Japanese
Path (Raw):       Catch Me If You Can --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Empire of the Sun --[in_language]--> Japanese
Neg LogProb(↓):   0.324345
Path Entropy(↓):  0.891515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by ron moody
Start Entity:     Ron Moody
Gold Answer:      [['Leonard Wibberley', 'Mel Brooks']]
Predicted Ans:    Mel Brooks
Predicted Path:   Ron Moody --[(INV) starred_actors]--> The Twelve Chairs --[written_by]--> Mel Brooks
Path (Raw):       Ron Moody --[No Operation]--> Ron Moody --[(INV) starred_actors]--> The Twelve Chairs --[written_by]--> Mel Brooks
Neg LogProb(↓):   0.028140
Path Entropy(↓):  0.126825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with night of dark shadows fall under
Start Entity:     Night of Dark Shadows
Gold Answer:      [['Horror', 'Mystery']]
Predicted Ans:    Horror
Predicted Path:   Night of Dark Shadows --[written_by]--> Dan Curtis --[(INV) written_by]--> Night of Dark Shadows --[has_genre]--> Horror
Path (Raw):       Night of Dark Shadows --[written_by]--> Dan Curtis --[(INV) written_by]--> Night of Dark Shadows --[has_genre]--> Horror
Neg LogProb(↓):   0.467380
Path Entropy(↓):  0.665441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by henry hull
Start Entity:     Henry Hull
Gold Answer:      [['Drama', 'Horror', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Henry Hull --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Path (Raw):       Henry Hull --[No Operation]--> Henry Hull --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Neg LogProb(↓):   0.014817
Path Entropy(↓):  0.076661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the mystic masseur
Start Entity:     The Mystic Masseur
Gold Answer:      [['Madhur Jaffrey', 'Jeanne Moreau']]
Predicted Ans:    Madhur Jaffrey
Predicted Path:   The Mystic Masseur --[directed_by]--> Ismail Merchant --[(INV) directed_by]--> Cotton Mary --[starred_actors]--> Madhur Jaffrey
Path (Raw):       The Mystic Masseur --[directed_by]--> Ismail Merchant --[(INV) directed_by]--> Cotton Mary --[starred_actors]--> Madhur Jaffrey
Neg LogProb(↓):   0.373209
Path Entropy(↓):  0.815902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was newlyweds directed by
Start Entity:     Newlyweds
Gold Answer:      [['Edward Burns']]
Predicted Ans:    Edward Burns
Predicted Path:   Newlyweds --[directed_by]--> Edward Burns --[(INV) directed_by]--> The Groomsmen --[directed_by]--> Edward Burns
Path (Raw):       Newlyweds --[directed_by]--> Edward Burns --[(INV) directed_by]--> The Groomsmen --[directed_by]--> Edward Burns
Neg LogProb(↓):   0.325539
Path Entropy(↓):  0.820135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the way way back directed by
Start Entity:     The Way Way Back
Gold Answer:      [['Jim Rash', 'Nat Faxon']]
Predicted Ans:    Jim Rash
Predicted Path:   The Way Way Back --[directed_by]--> Jim Rash --[(INV) directed_by]--> The Way Way Back --[directed_by]--> Jim Rash
Path (Raw):       The Way Way Back --[directed_by]--> Jim Rash --[(INV) directed_by]--> The Way Way Back --[directed_by]--> Jim Rash
Neg LogProb(↓):   0.137378
Path Entropy(↓):  0.479492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed europa europa
Start Entity:     Europa Europa
Gold Answer:      [['1995', '1988', '1997', '1949', '1992', '1993', '2006', '1999', '2011']]
Predicted Ans:    2011
Predicted Path:   Europa Europa --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Path (Raw):       Europa Europa --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Neg LogProb(↓):   0.867453
Path Entropy(↓):  1.602592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in dahmer also appears in which films
Start Entity:     Dahmer
Gold Answer:      [['The Hurt Locker', 'Neo Ned', 'The Town', 'The Bourne Legacy', 'Kill the Messenger', 'The Immigrant', 'American Hustle']]
Predicted Ans:    American Hustle
Predicted Path:   Dahmer --[starred_actors]--> Jeremy Renner --[(INV) starred_actors]--> American Hustle
Path (Raw):       Dahmer --[starred_actors]--> Jeremy Renner --[No Operation]--> Jeremy Renner --[(INV) starred_actors]--> American Hustle
Neg LogProb(↓):   0.299588
Path Entropy(↓):  0.838921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of kitchen stories
Start Entity:     Kitchen Stories
Gold Answer:      [['Bent Hamer']]
Predicted Ans:    Bent Hamer
Predicted Path:   Kitchen Stories --[directed_by]--> Bent Hamer --[(INV) directed_by]--> Factotum --[directed_by]--> Bent Hamer
Path (Raw):       Kitchen Stories --[directed_by]--> Bent Hamer --[(INV) directed_by]--> Factotum --[directed_by]--> Bent Hamer
Neg LogProb(↓):   0.116256
Path Entropy(↓):  0.463621
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of dead man were directed by who
Start Entity:     Dead Man
Gold Answer:      [['Jim Jarmusch']]
Predicted Ans:    Jim Jarmusch
Predicted Path:   Dead Man --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Down by Law --[directed_by]--> Jim Jarmusch
Path (Raw):       Dead Man --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Down by Law --[directed_by]--> Jim Jarmusch
Neg LogProb(↓):   0.399948
Path Entropy(↓):  0.974317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film nine months
Start Entity:     Nine Months
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nine Months --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Nine Months --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.011564
Path Entropy(↓):  4.444308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of lucrezia borgia
Start Entity:     Lucrezia Borgia
Gold Answer:      [['Abel Gance']]
Predicted Ans:    Abel Gance
Predicted Path:   Lucrezia Borgia --[directed_by]--> Abel Gance --[(INV) directed_by]--> J'accuse! --[directed_by]--> Abel Gance
Path (Raw):       Lucrezia Borgia --[directed_by]--> Abel Gance --[(INV) directed_by]--> J'accuse! --[directed_by]--> Abel Gance
Neg LogProb(↓):   0.637960
Path Entropy(↓):  0.691538
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with elise muller
Start Entity:     Elise Muller
Gold Answer:      [['Ross Partridge', 'Steve Zissis', 'Greta Gerwig']]
Predicted Ans:    Elise Muller
Predicted Path:   Elise Muller --[(INV) starred_actors]--> Baghead --[starred_actors]--> Elise Muller
Path (Raw):       Elise Muller --[No Operation]--> Elise Muller --[(INV) starred_actors]--> Baghead --[starred_actors]--> Elise Muller
Neg LogProb(↓):   0.477390
Path Entropy(↓):  0.747532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies directed by christopher denham release
Start Entity:     Christopher Denham
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Christopher Denham --[(INV) directed_by]--> Home Movie --[release_year]--> 2008
Path (Raw):       Christopher Denham --[No Operation]--> Christopher Denham --[(INV) directed_by]--> Home Movie --[release_year]--> 2008
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is deep rising
Start Entity:     Deep Rising
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Deep Rising --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Deep Rising --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.511196
Path Entropy(↓):  3.916496
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in sydney greenstreet acted films
Start Entity:     Sydney Greenstreet
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Sydney Greenstreet --[(INV) starred_actors]--> Across the Pacific --[in_language]--> Japanese
Path (Raw):       Sydney Greenstreet --[No Operation]--> Sydney Greenstreet --[(INV) starred_actors]--> Across the Pacific --[in_language]--> Japanese
Neg LogProb(↓):   0.000282
Path Entropy(↓):  0.002743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the life aquatic with steve zissou
Start Entity:     The Life Aquatic with Steve Zissou
Gold Answer:      [['Mitch Glazer', 'Stephen Frears', 'Rowan Woods', 'Howard Franklin', 'Richard Eyre', 'Clint Eastwood', 'Lasse Hallström', 'John Byrum', 'Wes Anderson', 'Jim Jarmusch', 'Sam Raimi', 'Roger Michell', 'Bill Murray', 'Gillian Armstrong', 'Cyril Frankel', 'Art Linson', 'Robert Wise', 'Edmund Goulding', 'Theodore Melfi', 'Tom Dey', 'George Armitage', 'Martin Scorsese', 'Dean DeBlois', 'James Kirkwood', 'Barry Levinson', 'Sean Penn', 'Stewart Raffill', 'Shawn Levy', 'James L. Brooks', 'Anthony Russo', 'Joe Russo', 'Ridley Scott', 'Joe Ranft', 'Martha Coolidge', 'Steven Soderbergh', 'Hamilton Luske', 'Anthony Minghella', 'Peter Hewitt', 'David Dobkin', 'McG', 'Alexander Korda', 'Paul Weitz', 'Katja von Garnier', 'Jan de Bont', 'Tom Tykwer', 'Ivan Reitman', 'Jimmy Hayward', 'Woody Allen', 'Kenneth Branagh', 'Barry Sonnenfeld', 'Jon Amiel', 'Francis Ford Coppola', 'John Moore', 'Joe Wright', 'John McNaughton', 'Frank Oz', 'David Fincher', 'John Lasseter', 'Bruce Beresford', 'Anjelica Huston', 'Shekhar Kapur', 'John Huston', 'Nicolas Roeg', 'Clyde Geronimi', 'Betty Thomas', 'George Clooney', 'Richard Donner', 'Steven Brill', 'Sofia Coppola', 'Mira Nair', 'Wilfred Jackson', 'Aaron Schneider', 'Steven Spielberg', 'Harold Ramis', 'Oliver Parker', 'Brad Lewis', 'Robert Iscove', 'Matthew Weiner']]
Predicted Ans:    Barry Levinson
Predicted Path:   The Life Aquatic with Steve Zissou --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Path (Raw):       The Life Aquatic with Steve Zissou --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.578941
Path Entropy(↓):  1.693558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the farmer's daughter
Start Entity:     The Farmer's Daughter
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Farmer's Daughter --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie --[has_genre]--> Drama
Path (Raw):       The Farmer's Daughter --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie --[has_genre]--> Drama
Neg LogProb(↓):   0.128746
Path Entropy(↓):  0.481106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed one night of love
Start Entity:     One Night of Love
Gold Answer:      [['1937', '1940']]
Predicted Ans:    1940
Predicted Path:   One Night of Love --[directed_by]--> Victor Schertzinger --[(INV) directed_by]--> Road to Singapore --[release_year]--> 1940
Path (Raw):       One Night of Love --[directed_by]--> Victor Schertzinger --[(INV) directed_by]--> Road to Singapore --[release_year]--> 1940
Neg LogProb(↓):   0.796107
Path Entropy(↓):  1.068751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in godzilla vs. the sea monster
Start Entity:     Godzilla vs. the Sea Monster
Gold Answer:      [['Akira Takarada']]
Predicted Ans:    Rhodes Reason
Predicted Path:   Godzilla vs. the Sea Monster --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> King Kong Escapes --[starred_actors]--> Rhodes Reason
Path (Raw):       Godzilla vs. the Sea Monster --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> King Kong Escapes --[starred_actors]--> Rhodes Reason
Neg LogProb(↓):   0.124862
Path Entropy(↓):  0.441372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the treasure of the sierra madre
Start Entity:     The Treasure of the Sierra Madre
Gold Answer:      [['John Huston', 'B. Traven']]
Predicted Ans:    Roberto Gavaldón
Predicted Path:   The Treasure of the Sierra Madre --[written_by]--> B. Traven --[(INV) written_by]--> Macario --[written_by]--> Roberto Gavaldón
Path (Raw):       The Treasure of the Sierra Madre --[written_by]--> B. Traven --[(INV) written_by]--> Macario --[written_by]--> Roberto Gavaldón
Neg LogProb(↓):   0.191531
Path Entropy(↓):  0.678459
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies starred by masaru miyazaki released
Start Entity:     Masaru Miyazaki
Gold Answer:      [['1983', '2000']]
Predicted Ans:    2000
Predicted Path:   Masaru Miyazaki --[(INV) starred_actors]--> Eureka --[release_year]--> 2000
Path (Raw):       Masaru Miyazaki --[No Operation]--> Masaru Miyazaki --[(INV) starred_actors]--> Eureka --[release_year]--> 2000
Neg LogProb(↓):   0.216632
Path Entropy(↓):  0.501705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by seth michael donsky starred who
Start Entity:     Seth Michael Donsky
Gold Answer:      [['Samuel L. Jackson', 'Ashley Judd']]
Predicted Ans:    Ashley Judd
Predicted Path:   Seth Michael Donsky --[(INV) written_by]--> Twisted --[starred_actors]--> Ashley Judd
Path (Raw):       Seth Michael Donsky --[No Operation]--> Seth Michael Donsky --[(INV) written_by]--> Twisted --[starred_actors]--> Ashley Judd
Neg LogProb(↓):   0.274028
Path Entropy(↓):  0.672468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did viola davis act in
Start Entity:     Viola Davis
Gold Answer:      [['Doubt', 'Beautiful Creatures', "Won't Back Down", 'The Help', 'Prisoners', 'Blackhat']]
Predicted Ans:    The Help
Predicted Path:   Viola Davis --[(INV) starred_actors]--> The Help --[starred_actors]--> Emma Stone --[(INV) starred_actors]--> The Help
Path (Raw):       Viola Davis --[(INV) starred_actors]--> The Help --[starred_actors]--> Emma Stone --[(INV) starred_actors]--> The Help
Neg LogProb(↓):   0.438258
Path Entropy(↓):  0.887661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed bedazzled
Start Entity:     Bedazzled
Gold Answer:      [['1980', '1954', '1993', '1967', '1974', '1984', '1963', '2009', '1957', '1951', '1983', '1995', '1996', '2002', '1955', '1978', '1949', '1975', '1966', '1960', '2005', '1999', '1986', '1952', '1958']]
Predicted Ans:    2002
Predicted Path:   Bedazzled --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Path (Raw):       Bedazzled --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Neg LogProb(↓):   0.726410
Path Entropy(↓):  1.550963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of wee willie winkie
Start Entity:     Wee Willie Winkie
Gold Answer:      [['Stowaway', 'Baby Take a Bow', 'The Little Princess', 'Susannah of the Mounties', 'A Kiss for Corliss', 'Little Miss Broadway', 'The Blue Bird', 'The Bachelor and the Bobby-Soxer', 'Captain January', 'Curly Top', 'The Little Colonel', 'Kathleen', 'The Story of Seabiscuit', 'Our Little Girl', 'The Informer', 'Gunga Din', 'Now and Forever', 'Honeymoon', 'Young People', 'The Littlest Rebel', 'The Black Watch', 'Adventure in Baltimore', 'Just Around the Corner', 'That Hagen Girl', 'Poor Little Rich Girl', 'Bright Eyes', 'Dishonored', "I'll Be Seeing You", 'The Lost Patrol', 'Rebecca of Sunnybrook Farm', 'Kiss and Tell', 'Little Miss Marker', 'Bengazi']]
Predicted Ans:    Little Miss Broadway
Predicted Path:   Wee Willie Winkie --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Little Miss Broadway
Path (Raw):       Wee Willie Winkie --[No Operation]--> Wee Willie Winkie --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Little Miss Broadway
Neg LogProb(↓):   1.908184
Path Entropy(↓):  2.807031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the ron clark story
Start Entity:     The Ron Clark Story
Gold Answer:      [['1998', '2000', '1997', '2009', '2008', '2004', '1999', '2002']]
Predicted Ans:    1999
Predicted Path:   The Ron Clark Story --[starred_actors]--> Matthew Perry --[(INV) starred_actors]--> Three to Tango --[release_year]--> 1999
Path (Raw):       The Ron Clark Story --[starred_actors]--> Matthew Perry --[(INV) starred_actors]--> Three to Tango --[release_year]--> 1999
Neg LogProb(↓):   1.546978
Path Entropy(↓):  1.921865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie every girl should be married
Start Entity:     Every Girl Should Be Married
Gold Answer:      [['1941', '1942']]
Predicted Ans:    1942
Predicted Path:   Every Girl Should Be Married --[written_by]--> Don Hartman --[(INV) written_by]--> Road to Morocco --[release_year]--> 1942
Path (Raw):       Every Girl Should Be Married --[written_by]--> Don Hartman --[(INV) written_by]--> Road to Morocco --[release_year]--> 1942
Neg LogProb(↓):   0.074224
Path Entropy(↓):  0.275838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of blues harp
Start Entity:     Blues Harp
Gold Answer:      [['Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Blues Harp --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[has_genre]--> Comedy
Path (Raw):       Blues Harp --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[has_genre]--> Comedy
Neg LogProb(↓):   0.493791
Path Entropy(↓):  1.076842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of green card also directed which movies
Start Entity:     Green Card
Gold Answer:      [['The Year of Living Dangerously', 'Dead Poets Society', 'The Truman Show', 'The Mosquito Coast', 'Witness', 'Fearless', 'The Last Wave', 'Picnic at Hanging Rock', 'Gallipoli', 'The Way Back']]
Predicted Ans:    Gallipoli
Predicted Path:   Green Card --[directed_by]--> Peter Weir --[(INV) directed_by]--> Gallipoli
Path (Raw):       Green Card --[directed_by]--> Peter Weir --[(INV) directed_by]--> Gallipoli --[No Operation]--> Gallipoli
Neg LogProb(↓):   0.870170
Path Entropy(↓):  1.454433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film horror express released
Start Entity:     Horror Express
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Horror Express --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Path (Raw):       Horror Express --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Neg LogProb(↓):   2.732102
Path Entropy(↓):  4.054406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote birdy
Start Entity:     Birdy
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Birdy --[written_by]--> William Wharton --[(INV) written_by]--> Dad --[release_year]--> 1989
Path (Raw):       Birdy --[written_by]--> William Wharton --[(INV) written_by]--> Dad --[release_year]--> 1989
Neg LogProb(↓):   0.636099
Path Entropy(↓):  0.691423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in tsutomu tatsumi acted films
Start Entity:     Tsutomu Tatsumi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Tsutomu Tatsumi --[(INV) starred_actors]--> Grave of the Fireflies --[in_language]--> Japanese
Path (Raw):       Tsutomu Tatsumi --[No Operation]--> Tsutomu Tatsumi --[(INV) starred_actors]--> Grave of the Fireflies --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie flu bird horror are written by who
Start Entity:     Flu Bird Horror
Gold Answer:      [['Leigh Scott']]
Predicted Ans:    Brian D. Smith
Predicted Path:   Flu Bird Horror --[directed_by]--> Leigh Scott --[(INV) directed_by]--> Flu Bird Horror --[written_by]--> Brian D. Smith
Path (Raw):       Flu Bird Horror --[directed_by]--> Leigh Scott --[(INV) directed_by]--> Flu Bird Horror --[written_by]--> Brian D. Smith
Neg LogProb(↓):   0.041758
Path Entropy(↓):  0.177607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the dam busters
Start Entity:     The Dam Busters
Gold Answer:      [['Michael Redgrave']]
Predicted Ans:    Michael Redgrave
Predicted Path:   The Dam Busters --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Dam Busters --[starred_actors]--> Michael Redgrave
Path (Raw):       The Dam Busters --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Dam Busters --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   0.001178
Path Entropy(↓):  0.010812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is dogville about
Start Entity:     Dogville
Gold Answer:      [['nicole kidman', 'lars von trier', 'james caan', 'grace', 'drama']]
Predicted Ans:    grace
Predicted Path:   Dogville --[has_tags]--> grace --[(INV) has_tags]--> Dogville --[has_tags]--> grace
Path (Raw):       Dogville --[has_tags]--> grace --[(INV) has_tags]--> Dogville --[has_tags]--> grace
Neg LogProb(↓):   0.007575
Path Entropy(↓):  0.049720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the indian in the cupboard
Start Entity:     The Indian in the Cupboard
Gold Answer:      [['1983', '2007', '1990', '2005', '1996', '2013', '2014', '2002', '1979', '1987', '1984', '1977']]
Predicted Ans:    1990
Predicted Path:   The Indian in the Cupboard --[starred_actors]--> Lindsay Crouse --[(INV) starred_actors]--> Desperate Hours --[release_year]--> 1990
Path (Raw):       The Indian in the Cupboard --[starred_actors]--> Lindsay Crouse --[(INV) starred_actors]--> Desperate Hours --[release_year]--> 1990
Neg LogProb(↓):   0.824009
Path Entropy(↓):  1.146001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jack nicholson directed which films
Start Entity:     Jack Nicholson
Gold Answer:      [['Drive, He Said', 'The Two Jakes', "Goin' South"]]
Predicted Ans:    The Two Jakes
Predicted Path:   Jack Nicholson --[(INV) directed_by]--> The Two Jakes --[directed_by]--> Jack Nicholson --[(INV) directed_by]--> The Two Jakes
Path (Raw):       Jack Nicholson --[(INV) directed_by]--> The Two Jakes --[directed_by]--> Jack Nicholson --[(INV) directed_by]--> The Two Jakes
Neg LogProb(↓):   0.903955
Path Entropy(↓):  1.428517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in basic
Start Entity:     Basic
Gold Answer:      [['Connie Nielsen', 'Samuel L. Jackson', 'John Travolta']]
Predicted Ans:    Connie Nielsen
Predicted Path:   Basic --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[starred_actors]--> Connie Nielsen
Path (Raw):       Basic --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[starred_actors]--> Connie Nielsen
Neg LogProb(↓):   0.009346
Path Entropy(↓):  0.065799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of fran striker written movies
Start Entity:     Fran Striker
Gold Answer:      [['William A. Fraker']]
Predicted Ans:    William A. Fraker
Predicted Path:   Fran Striker --[(INV) written_by]--> The Legend of the Lone Ranger --[directed_by]--> William A. Fraker
Path (Raw):       Fran Striker --[No Operation]--> Fran Striker --[(INV) written_by]--> The Legend of the Lone Ranger --[directed_by]--> William A. Fraker
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film naan kadavul
Start Entity:     Naan Kadavul
Gold Answer:      [['Tamil']]
Predicted Ans:    Tamil
Predicted Path:   Naan Kadavul --[in_language]--> Tamil --[(INV) in_language]--> The Terrorist --[in_language]--> Tamil
Path (Raw):       Naan Kadavul --[in_language]--> Tamil --[(INV) in_language]--> The Terrorist --[in_language]--> Tamil
Neg LogProb(↓):   0.010760
Path Entropy(↓):  0.065231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by frank lloyd
Start Entity:     Frank Lloyd
Gold Answer:      [['Seton I. Miller', 'Reginald Berkeley', 'Howard Koch', 'Charles Lederer', 'Charles Nordhoff', 'James Norman Hall', 'Rafael Sabatini', 'Justin Huntly McCarthy', 'Courtney Ryley Cooper', 'Sonya Levien', 'Preston Sturges']]
Predicted Ans:    James Norman Hall
Predicted Path:   Frank Lloyd --[(INV) directed_by]--> Mutiny on the Bounty --[written_by]--> James Norman Hall
Path (Raw):       Frank Lloyd --[No Operation]--> Frank Lloyd --[(INV) directed_by]--> Mutiny on the Bounty --[written_by]--> James Norman Hall
Neg LogProb(↓):   0.928815
Path Entropy(↓):  1.333226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of butley
Start Entity:     Butley
Gold Answer:      [['Colin Firth', 'Patrick Malahide']]
Predicted Ans:    Alan Bates
Predicted Path:   Butley --[written_by]--> Simon Gray --[(INV) written_by]--> Butley --[starred_actors]--> Alan Bates
Path (Raw):       Butley --[written_by]--> Simon Gray --[(INV) written_by]--> Butley --[starred_actors]--> Alan Bates
Neg LogProb(↓):   0.000105
Path Entropy(↓):  0.001146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the pirate are directed by who
Start Entity:     The Pirate
Gold Answer:      [['Caroline Thompson', 'Robert Wise', 'George Cukor', 'Stephen Herek', 'Norman Taurog', 'Tay Garnett', 'William A. Wellman', 'Richard Thorpe', 'Frank Borzage', 'Busby Berkeley', 'Henry Koster', 'Alfred E. Green', 'George Sidney', 'Stanley Kramer', 'John Cassavetes', 'James Hill', 'Stanley Donen', 'Charles Walters', 'Leo McCarey', 'Vincente Minnelli', 'Victor Fleming', 'Alfred Hitchcock', 'Richard Lester', 'Robert Siodmak', 'Gene Kelly', 'Robert Greenwald', 'Irving Rapper', 'Charles Vidor', 'Robert Z. Leonard']]
Predicted Ans:    Richard Lester
Predicted Path:   The Pirate --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Path (Raw):       The Pirate --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.871131
Path Entropy(↓):  1.825763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of fuzz
Start Entity:     Fuzz
Gold Answer:      [['Drama', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Fuzz --[written_by]--> Evan Hunter --[(INV) written_by]--> Mister Buddwing --[has_genre]--> Drama
Path (Raw):       Fuzz --[written_by]--> Evan Hunter --[(INV) written_by]--> Mister Buddwing --[has_genre]--> Drama
Neg LogProb(↓):   0.059203
Path Entropy(↓):  0.268874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by agnes varda
Start Entity:     Agnès Varda
Gold Answer:      [['Le Bonheur', 'Vagabond', 'The Beaches of Agnès', 'One Hundred and One Nights', 'La Pointe Courte']]
Predicted Ans:    The Beaches of Agnès
Predicted Path:   Agnès Varda --[(INV) written_by]--> The Beaches of Agnès --[written_by]--> Agnès Varda --[(INV) written_by]--> The Beaches of Agnès
Path (Raw):       Agnès Varda --[(INV) written_by]--> The Beaches of Agnès --[written_by]--> Agnès Varda --[(INV) written_by]--> The Beaches of Agnès
Neg LogProb(↓):   0.812961
Path Entropy(↓):  1.630018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of posse
Start Entity:     Posse
Gold Answer:      [['John Guillermin', 'J. Lee Thompson', 'George Marshall']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   Posse --[written_by]--> William Roberts --[(INV) written_by]--> 10 to Midnight --[directed_by]--> J. Lee Thompson
Path (Raw):       Posse --[written_by]--> William Roberts --[(INV) written_by]--> 10 to Midnight --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   0.006317
Path Entropy(↓):  0.042988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by vince edwards fall under
Start Entity:     Vince Edwards
Gold Answer:      [['Western']]
Predicted Ans:    Jim Thompson
Predicted Path:   Vince Edwards --[(INV) starred_actors]--> The Killing --[written_by]--> Jim Thompson
Path (Raw):       Vince Edwards --[No Operation]--> Vince Edwards --[(INV) starred_actors]--> The Killing --[written_by]--> Jim Thompson
Neg LogProb(↓):   0.435702
Path Entropy(↓):  1.095407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor dave annable starred together with who
Start Entity:     Dave Annable
Gold Answer:      [['Rob Schneider', 'Mena Suvari', 'Katharine McPhee']]
Predicted Ans:    Rob Schneider
Predicted Path:   Dave Annable --[(INV) starred_actors]--> You May Not Kiss the Bride --[starred_actors]--> Rob Schneider
Path (Raw):       Dave Annable --[No Operation]--> Dave Annable --[(INV) starred_actors]--> You May Not Kiss the Bride --[starred_actors]--> Rob Schneider
Neg LogProb(↓):   0.000416
Path Entropy(↓):  0.003940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by daniel presley
Start Entity:     Daniel Presley
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Daniel Presley --[(INV) written_by]--> Populaire --[has_genre]--> Comedy
Path (Raw):       Daniel Presley --[No Operation]--> Daniel Presley --[(INV) written_by]--> Populaire --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by harry beaumont fall under
Start Entity:     Harry Beaumont
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Harry Beaumont --[(INV) directed_by]--> Our Dancing Daughters --[has_genre]--> Drama
Path (Raw):       Harry Beaumont --[No Operation]--> Harry Beaumont --[(INV) directed_by]--> Our Dancing Daughters --[has_genre]--> Drama
Neg LogProb(↓):   0.156606
Path Entropy(↓):  0.456677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of straw dogs also directed which movies
Start Entity:     Straw Dogs
Gold Answer:      [['The Osterman Weekend', 'Convoy', 'The Ballad of Cable Hogue', 'Ride the High Country', 'Resurrecting the Champ', 'The Last Castle', 'The Wild Bunch', 'Bring Me the Head of Alfredo Garcia', 'The Contender', 'The Killer Elite', 'Deterrence', 'Junior Bonner', 'Major Dundee', 'The Deadly Companions', 'The Getaway']]
Predicted Ans:    The Killer Elite
Predicted Path:   Straw Dogs --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Killer Elite
Path (Raw):       Straw Dogs --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Killer Elite --[No Operation]--> The Killer Elite
Neg LogProb(↓):   1.423180
Path Entropy(↓):  2.188297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the next three days was written by who
Start Entity:     The Next Three Days
Gold Answer:      [['Fred Cavayé', 'Guillaume Lemans', 'Paul Haggis']]
Predicted Ans:    Guillaume Lemans
Predicted Path:   The Next Three Days --[written_by]--> Guillaume Lemans --[(INV) written_by]--> The Next Three Days --[written_by]--> Guillaume Lemans
Path (Raw):       The Next Three Days --[written_by]--> Guillaume Lemans --[(INV) written_by]--> The Next Three Days --[written_by]--> Guillaume Lemans
Neg LogProb(↓):   0.986809
Path Entropy(↓):  1.665106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by rob greenberg
Start Entity:     Rob Greenberg
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rob Greenberg --[(INV) written_by]--> Meet Dave --[has_genre]--> Comedy
Path (Raw):       Rob Greenberg --[No Operation]--> Rob Greenberg --[(INV) written_by]--> Meet Dave --[has_genre]--> Comedy
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.002814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer adrian caetano
Start Entity:     Adrián Caetano
Gold Answer:      [['Pablo Echarri', 'Rodrigo De la Serna', 'Freddy Flores', 'Rosa Sánchez', 'Nazareno Casero']]
Predicted Ans:    Rosa Sánchez
Predicted Path:   Adrián Caetano --[(INV) written_by]--> Bolivia --[starred_actors]--> Rosa Sánchez
Path (Raw):       Adrián Caetano --[No Operation]--> Adrián Caetano --[(INV) written_by]--> Bolivia --[starred_actors]--> Rosa Sánchez
Neg LogProb(↓):   0.613508
Path Entropy(↓):  0.712355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by j. david stem
Start Entity:     J. David Stem
Gold Answer:      [['Jonathan Frakes']]
Predicted Ans:    Jonathan Frakes
Predicted Path:   J. David Stem --[(INV) written_by]--> Clockstoppers --[directed_by]--> Jonathan Frakes
Path (Raw):       J. David Stem --[No Operation]--> J. David Stem --[(INV) written_by]--> Clockstoppers --[directed_by]--> Jonathan Frakes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by chance pe dance actors release
Start Entity:     Chance Pe Dance
Gold Answer:      [['2014', '2007']]
Predicted Ans:    2007
Predicted Path:   Chance Pe Dance --[starred_actors]--> Shahid Kapoor --[(INV) starred_actors]--> Jab We Met --[release_year]--> 2007
Path (Raw):       Chance Pe Dance --[starred_actors]--> Shahid Kapoor --[(INV) starred_actors]--> Jab We Met --[release_year]--> 2007
Neg LogProb(↓):   0.035688
Path Entropy(↓):  0.159019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie fun
Start Entity:     Fun
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fun --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Fun --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.292505
Path Entropy(↓):  4.516461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed public enemies
Start Entity:     Public Enemies
Gold Answer:      [['Scott Glenn', 'Tom Cruise', 'Sylvia Miles', 'Will Smith', 'Eric Schweig', 'Jada Pinkett Smith', 'Andrea Feldman', 'Binnie Barnes', 'Henry Wilcoxon', 'Robert De Niro', 'Randolph Scott', 'Wallace Beery', 'Barbara Bedford', 'Alan Roscoe', 'Alberta Watson', 'Madeleine Stowe', 'Lillian Hall', 'James Caan', 'Viola Davis', 'Russell Means', 'Christopher Plummer', 'Diane Venora', 'William Petersen', 'Colin Farrell', 'Val Kilmer', 'Mark Ruffalo', 'Leehom Wang', 'Chris Hemsworth', 'Russell Crowe', 'Jamie Foxx', 'Joe Dallesandro', 'Al Pacino', 'Jürgen Prochnow', 'Brian Cox']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Public Enemies --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[starred_actors]--> Christopher Plummer
Path (Raw):       Public Enemies --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.199940
Path Entropy(↓):  0.804706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie king leopold's ghost were released in which years
Start Entity:     King Leopold's Ghost
Gold Answer:      [['1995', '2000', '1997', '2009', '2001', '2008', '2010', '2004', '1996', '1987', '2011', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[release_year]--> 2006
Path (Raw):       King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[release_year]--> 2006
Neg LogProb(↓):   0.587659
Path Entropy(↓):  1.228889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the director pauline chan
Start Entity:     Pauline Chan
Gold Answer:      [['Guy Pearce']]
Predicted Ans:    Guy Pearce
Predicted Path:   Pauline Chan --[(INV) directed_by]--> 33 Postcards --[starred_actors]--> Guy Pearce
Path (Raw):       Pauline Chan --[No Operation]--> Pauline Chan --[(INV) directed_by]--> 33 Postcards --[starred_actors]--> Guy Pearce
Neg LogProb(↓):   0.000170
Path Entropy(↓):  0.001650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in incendiary
Start Entity:     Incendiary
Gold Answer:      [['English', 'Danish', 'German']]
Predicted Ans:    Danish
Predicted Path:   Incendiary --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Path (Raw):       Incendiary --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Neg LogProb(↓):   0.087519
Path Entropy(↓):  0.299698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by henry jaglom
Start Entity:     Henry Jaglom
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Henry Jaglom --[(INV) directed_by]--> Déjà Vu --[has_genre]--> Drama
Path (Raw):       Henry Jaglom --[No Operation]--> Henry Jaglom --[(INV) directed_by]--> Déjà Vu --[has_genre]--> Drama
Neg LogProb(↓):   0.018012
Path Entropy(↓):  0.090293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what sommersby is about
Start Entity:     Sommersby
Gold Answer:      [['jodie foster']]
Predicted Ans:    jodie foster
Predicted Path:   Sommersby --[has_tags]--> jodie foster --[(INV) has_tags]--> Flightplan --[has_tags]--> jodie foster
Path (Raw):       Sommersby --[has_tags]--> jodie foster --[(INV) has_tags]--> Flightplan --[has_tags]--> jodie foster
Neg LogProb(↓):   0.011046
Path Entropy(↓):  0.063633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about jason bateman
Start Entity:     jason bateman
Gold Answer:      [['Extract', 'The Switch', 'Horrible Bosses', 'Bad Words', 'The Kingdom', 'Hancock', 'Couples Retreat', 'State of Play', 'Juno']]
Predicted Ans:    Extract
Predicted Path:   jason bateman --[(INV) has_tags]--> Extract --[has_tags]--> kristen wiig --[(INV) has_tags]--> Extract
Path (Raw):       jason bateman --[(INV) has_tags]--> Extract --[has_tags]--> kristen wiig --[(INV) has_tags]--> Extract
Neg LogProb(↓):   0.028586
Path Entropy(↓):  0.142418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by gene tierney
Start Entity:     gene tierney
Gold Answer:      [['The Shanghai Gesture', 'Heaven Can Wait', 'Leave Her to Heaven', 'Laura', 'Dragonwyck', 'The Ghost and Mrs. Muir']]
Predicted Ans:    The Barefoot Contessa
Predicted Path:   gene tierney --[(INV) has_tags]--> Dragonwyck --[has_tags]--> joseph l. mankiewicz --[(INV) has_tags]--> The Barefoot Contessa
Path (Raw):       gene tierney --[(INV) has_tags]--> Dragonwyck --[has_tags]--> joseph l. mankiewicz --[(INV) has_tags]--> The Barefoot Contessa
Neg LogProb(↓):   0.071628
Path Entropy(↓):  0.321645
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the hole
Start Entity:     The Hole
Gold Answer:      [['Chris Massoglia', 'Teri Polo', 'Haley Bennett']]
Predicted Ans:    Chris Massoglia
Predicted Path:   The Hole --[starred_actors]--> Chris Massoglia --[(INV) starred_actors]--> The Hole --[starred_actors]--> Chris Massoglia
Path (Raw):       The Hole --[starred_actors]--> Chris Massoglia --[(INV) starred_actors]--> The Hole --[starred_actors]--> Chris Massoglia
Neg LogProb(↓):   0.616733
Path Entropy(↓):  1.140135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the mindscape of alan moore
Start Entity:     The Mindscape of Alan Moore
Gold Answer:      [['Dez Vylenz']]
Predicted Ans:    Dez Vylenz
Predicted Path:   The Mindscape of Alan Moore --[directed_by]--> Dez Vylenz --[(INV) directed_by]--> The Mindscape of Alan Moore --[directed_by]--> Dez Vylenz
Path (Raw):       The Mindscape of Alan Moore --[directed_by]--> Dez Vylenz --[(INV) directed_by]--> The Mindscape of Alan Moore --[directed_by]--> Dez Vylenz
Neg LogProb(↓):   0.215318
Path Entropy(↓):  0.491586
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of alias the doctor
Start Entity:     Alias the Doctor
Gold Answer:      [['Black Fury', 'The Charge of the Light Brigade', 'Captain Blood', 'Mission to Moscow', 'The Comancheros', 'Four Daughters', 'Dodge City', 'Young Man with a Horn', 'Virginia City', 'The Sea Wolf', 'Doctor X', 'Santa Fe Trail', 'Kid Galahad', 'The Unsuspected', 'Mystery of the Wax Museum', 'The Walking Dead', 'The Private Lives of Elizabeth and Essex', 'The Adventures of Huckleberry Finn', 'Front Page Woman', 'King Creole', 'The Cabin in the Cotton', '20,000 Years in Sing Sing', 'White Christmas', 'Captains of the Clouds', 'The Key', 'Passage to Marseille', 'The Breaking Point', 'Female', 'Mildred Pierce', 'The Egyptian', 'Flamingo Road', 'The Sea Hawk', 'Night and Day', 'This Is the Army', 'Casablanca', "Noah's Ark", 'Private Detective 62', "We're No Angels", 'The Adventures of Robin Hood', 'Angels with Dirty Faces', 'Yankee Doodle Dandy']]
Predicted Ans:    The Walking Dead
Predicted Path:   Alias the Doctor --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> The Walking Dead
Path (Raw):       Alias the Doctor --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> The Walking Dead --[No Operation]--> The Walking Dead
Neg LogProb(↓):   0.845969
Path Entropy(↓):  1.735289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of a man apart was
Start Entity:     A Man Apart
Gold Answer:      [['F. Gary Gray']]
Predicted Ans:    F. Gary Gray
Predicted Path:   A Man Apart --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Negotiator --[directed_by]--> F. Gary Gray
Path (Raw):       A Man Apart --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Negotiator --[directed_by]--> F. Gary Gray
Neg LogProb(↓):   0.054219
Path Entropy(↓):  0.257896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with edmund beloin
Start Entity:     Edmund Beloin
Gold Answer:      [['Jack Rose']]
Predicted Ans:    Jack Rose
Predicted Path:   Edmund Beloin --[(INV) written_by]--> My Favorite Brunette --[written_by]--> Jack Rose
Path (Raw):       Edmund Beloin --[No Operation]--> Edmund Beloin --[(INV) written_by]--> My Favorite Brunette --[written_by]--> Jack Rose
Neg LogProb(↓):   0.116821
Path Entropy(↓):  0.352067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie inland empire were in which genres
Start Entity:     Inland Empire
Gold Answer:      [['Drama', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Inland Empire --[directed_by]--> David Lynch --[(INV) directed_by]--> The Elephant Man --[has_genre]--> Drama
Path (Raw):       Inland Empire --[directed_by]--> David Lynch --[(INV) directed_by]--> The Elephant Man --[has_genre]--> Drama
Neg LogProb(↓):   0.001963
Path Entropy(↓):  0.017031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ben bard were released in which years
Start Entity:     Ben Bard
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Ben Bard --[(INV) starred_actors]--> The Ghost Ship --[release_year]--> 1943
Path (Raw):       Ben Bard --[No Operation]--> Ben Bard --[(INV) starred_actors]--> The Ghost Ship --[release_year]--> 1943
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie swingers were in which genres
Start Entity:     Swingers
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Swingers --[directed_by]--> Doug Liman --[(INV) directed_by]--> The Bourne Identity --[has_genre]--> Action
Path (Raw):       Swingers --[directed_by]--> Doug Liman --[(INV) directed_by]--> The Bourne Identity --[has_genre]--> Action
Neg LogProb(↓):   0.137027
Path Entropy(↓):  0.433937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the saddest music in the world fall under
Start Entity:     The Saddest Music in the World
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Animation
Predicted Path:   The Saddest Music in the World --[starred_actors]--> Isabella Rossellini --[(INV) starred_actors]--> My Dog Tulip --[has_genre]--> Animation
Path (Raw):       The Saddest Music in the World --[starred_actors]--> Isabella Rossellini --[(INV) starred_actors]--> My Dog Tulip --[has_genre]--> Animation
Neg LogProb(↓):   0.934538
Path Entropy(↓):  1.074222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer art cohn
Start Entity:     Art Cohn
Gold Answer:      [['Audrey Totter', 'Robert Ryan']]
Predicted Ans:    Robert Ryan
Predicted Path:   Art Cohn --[(INV) written_by]--> The Set-Up --[starred_actors]--> Robert Ryan
Path (Raw):       Art Cohn --[No Operation]--> Art Cohn --[(INV) written_by]--> The Set-Up --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.003129
Path Entropy(↓):  0.021140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed slap shot
Start Entity:     Slap Shot
Gold Answer:      [['Max von Sydow', 'Julie Andrews', 'Angela Lansbury', 'Glenn Close', 'Sharon Gans', 'Chevy Chase', 'Robert Redford', 'Dean Martin', 'Robert Shaw', 'Robin Williams', 'Michael Sacks', 'Diane Lane', 'Paul Newman', 'Thelonious Bernard', 'Laurence Olivier', 'John Lithgow', 'Susan Sarandon', 'Bo Svenson', 'Eugene Roche', 'Yvette Mimieux', 'Geraldine Page', 'Ron Leibman', 'Paula Prentiss', 'Wendy Hiller', 'Tom Bosley', 'Peter Sellers']]
Predicted Ans:    Paul Newman
Predicted Path:   Slap Shot --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[starred_actors]--> Paul Newman
Path (Raw):       Slap Shot --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.564652
Path Entropy(↓):  1.064112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the watcher
Start Entity:     The Watcher
Gold Answer:      [['Keanu Reeves', 'James Spader', 'Marisa Tomei']]
Predicted Ans:    Keanu Reeves
Predicted Path:   The Watcher --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Path (Raw):       The Watcher --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.238393
Path Entropy(↓):  0.562954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the man between
Start Entity:     The Man Between
Gold Answer:      [['Robert Wise', 'George Cukor', 'Aram Avakian', 'Jan de Bont', 'Cecil B. DeMille', 'Adrian Lyne', 'Henry Levin', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Anthony Quinn', 'Richard Thorpe', 'Carol Reed', 'Roy Boulting', 'Bernard Knowles', 'Michael Carreras', 'Stanley Kubrick', 'Henry Jaglom', 'Jack Smight', 'Nicholas Ray', 'Franklin J. Schaffner', 'Anthony Mann', 'Martin Ritt', 'Silvio Narizzano', 'Michael Powell', 'Anatole Litvak', 'Rusty Lemorande', 'Terence Young', 'Robert Rossen', 'Max Ophüls', 'Leslie Arliss', 'Douglas Camfield', 'Alexander Hall', 'Vincente Minnelli', 'Stuart Paton', 'Victor Hanbury', 'Alfred Hitchcock', 'Lance Comfort', 'Don Siegel', 'Mutz Greenbaum', 'Sidney Lumet', 'Anthony B. Richmond', 'Tony Richardson', 'John Guillermin', 'Albert Lewin', 'Richard Brooks', 'Robert M. Young', 'Ralph Nelson', 'Claude Chabrol', 'Ken Hughes', 'Joseph L. Mankiewicz']]
Predicted Ans:    Claude Chabrol
Predicted Path:   The Man Between --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Path (Raw):       The Man Between --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.011540
Path Entropy(↓):  1.705646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the other woman
Start Entity:     The Other Woman
Gold Answer:      [['Don Johnson', 'Leslie Mann', 'Cameron Diaz']]
Predicted Ans:    Scott Cohen
Predicted Path:   The Other Woman --[starred_actors]--> Scott Cohen --[(INV) starred_actors]--> The Other Woman --[starred_actors]--> Scott Cohen
Path (Raw):       The Other Woman --[starred_actors]--> Scott Cohen --[(INV) starred_actors]--> The Other Woman --[starred_actors]--> Scott Cohen
Neg LogProb(↓):   0.013566
Path Entropy(↓):  0.088243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the christmas in connecticut director
Start Entity:     Christmas in Connecticut
Gold Answer:      [['Thomas Job', 'Edith Kneipple Roberts', 'Charles Hoffman', 'Martin Vale', 'Marjorie Carleton', 'Wilkie Collins', 'Margaret Kennedy']]
Predicted Ans:    Marjorie Carleton
Predicted Path:   Christmas in Connecticut --[directed_by]--> Peter Godfrey --[(INV) directed_by]--> Cry Wolf --[written_by]--> Marjorie Carleton
Path (Raw):       Christmas in Connecticut --[directed_by]--> Peter Godfrey --[(INV) directed_by]--> Cry Wolf --[written_by]--> Marjorie Carleton
Neg LogProb(↓):   0.216458
Path Entropy(↓):  0.555384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by obba babatunde
Start Entity:     Obba Babatundé
Gold Answer:      [['Ted Demme']]
Predicted Ans:    Ted Demme
Predicted Path:   Obba Babatundé --[(INV) starred_actors]--> Life --[directed_by]--> Ted Demme
Path (Raw):       Obba Babatundé --[No Operation]--> Obba Babatundé --[(INV) starred_actors]--> Life --[directed_by]--> Ted Demme
Neg LogProb(↓):   0.428249
Path Entropy(↓):  0.646420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of within the woods
Start Entity:     Within the Woods
Gold Answer:      [['David Koepp', 'Mitchell Kapner', 'Stan Lee', "Louis L'Amour", 'Billy Bob Thornton', 'Miles Millar', 'Steve Ditko', 'Alfred Gough', 'Sam Raimi', 'Michael Shaara', 'Alvin Sargent', 'Scott Spiegel', 'L. Frank Baum', 'Joel Coen', 'Tom Epperson', 'Michael Chabon', 'Ivan Raimi', 'Simon Moore']]
Predicted Ans:    Alvin Sargent
Predicted Path:   Within the Woods --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Path (Raw):       Within the Woods --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.741771
Path Entropy(↓):  1.768636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the extraordinary adventures of adele blanc - sec
Start Entity:     The Extraordinary Adventures of Adèle Blanc-Sec
Gold Answer:      [['2008', '2003', '1993', '2006', '1985', '1998', '2010', '2004', '2014', '2001', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1987']]
Predicted Ans:    2005
Predicted Path:   The Extraordinary Adventures of Adèle Blanc-Sec --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[release_year]--> 2005
Path (Raw):       The Extraordinary Adventures of Adèle Blanc-Sec --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[release_year]--> 2005
Neg LogProb(↓):   1.352354
Path Entropy(↓):  2.427630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the last drop screenwriters
Start Entity:     The Last Drop
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Last Drop --[written_by]--> Gary Young --[(INV) written_by]--> The Tournament --[has_genre]--> Thriller
Path (Raw):       The Last Drop --[written_by]--> Gary Young --[(INV) written_by]--> The Tournament --[has_genre]--> Thriller
Neg LogProb(↓):   0.000599
Path Entropy(↓):  0.005241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of parker
Start Entity:     Parker
Gold Answer:      [['An Officer and a Gentleman', 'Dolores Claiborne', 'The Idolmaker', 'White Nights', 'Love Ranch', 'Against All Odds', 'Ray', "Everybody's All-American", 'Proof of Life']]
Predicted Ans:    Proof of Life
Predicted Path:   Parker --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> Proof of Life
Path (Raw):       Parker --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> Proof of Life --[No Operation]--> Proof of Life
Neg LogProb(↓):   0.751523
Path Entropy(↓):  1.139009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of human touch was who
Start Entity:     Human Touch
Gold Answer:      [['Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Human Touch --[directed_by]--> Paul Cox --[(INV) directed_by]--> Innocence --[directed_by]--> Paul Cox
Path (Raw):       Human Touch --[directed_by]--> Paul Cox --[(INV) directed_by]--> Innocence --[directed_by]--> Paul Cox
Neg LogProb(↓):   0.014478
Path Entropy(↓):  0.086076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for shadowzone
Start Entity:     Shadowzone
Gold Answer:      [['J.S. Cardone']]
Predicted Ans:    J.S. Cardone
Predicted Path:   Shadowzone --[directed_by]--> J.S. Cardone --[(INV) directed_by]--> True Blue --[directed_by]--> J.S. Cardone
Path (Raw):       Shadowzone --[directed_by]--> J.S. Cardone --[(INV) directed_by]--> True Blue --[directed_by]--> J.S. Cardone
Neg LogProb(↓):   0.002066
Path Entropy(↓):  0.014824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about david frankel
Start Entity:     david frankel
Gold Answer:      [['Hope Springs', 'The Devil Wears Prada']]
Predicted Ans:    Hope Springs
Predicted Path:   david frankel --[(INV) has_tags]--> Hope Springs --[has_tags]--> david frankel --[(INV) has_tags]--> Hope Springs
Path (Raw):       david frankel --[(INV) has_tags]--> Hope Springs --[has_tags]--> david frankel --[(INV) has_tags]--> Hope Springs
Neg LogProb(↓):   0.001389
Path Entropy(↓):  0.011000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor lukas haas co - starred with who
Start Entity:     Lukas Haas
Gold Answer:      [['Diane Ladd', 'David Arquette', 'Asia Argento', 'Sidney Poitier', 'Kim Basinger', 'Scott Patrick Green', 'Robert Duvall', 'Winona Ryder', 'Michael Pitt', 'Katherine Helmond', 'Laura Dern', 'Len Cariou', 'Brittany Murphy', 'Alex Rocco', 'Joe Absolom']]
Predicted Ans:    Kim Basinger
Predicted Path:   Lukas Haas --[(INV) starred_actors]--> While She Was Out --[starred_actors]--> Kim Basinger
Path (Raw):       Lukas Haas --[No Operation]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out --[starred_actors]--> Kim Basinger
Neg LogProb(↓):   0.021190
Path Entropy(↓):  0.102080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by david siegel
Start Entity:     David Siegel
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   David Siegel --[(INV) directed_by]--> The Deep End --[in_language]--> English
Path (Raw):       David Siegel --[No Operation]--> David Siegel --[(INV) directed_by]--> The Deep End --[in_language]--> English
Neg LogProb(↓):   0.022085
Path Entropy(↓):  0.105175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in titus
Start Entity:     Titus
Gold Answer:      [['Anthony Hopkins', 'Jessica Lange']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Titus --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Path (Raw):       Titus --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.001174
Path Entropy(↓):  0.009714
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie dreamgirls are written by who
Start Entity:     Dreamgirls
Gold Answer:      [['Luke Harding', 'David Leigh', 'Josh Singer', 'Bill Condon', 'Christopher Bram']]
Predicted Ans:    Bill Condon
Predicted Path:   Dreamgirls --[directed_by]--> Bill Condon --[(INV) directed_by]--> Kinsey --[written_by]--> Bill Condon
Path (Raw):       Dreamgirls --[directed_by]--> Bill Condon --[(INV) directed_by]--> Kinsey --[written_by]--> Bill Condon
Neg LogProb(↓):   0.048366
Path Entropy(↓):  0.244197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of at the earth's core
Start Entity:     At the Earth's Core
Gold Answer:      [['Rory Calhoun', 'Patrick Wayne', 'Doug McClure', 'John McEnery', 'Susan Penhaligon', 'Keith Barron']]
Predicted Ans:    Doug McClure
Predicted Path:   At the Earth's Core --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The People That Time Forgot --[starred_actors]--> Doug McClure
Path (Raw):       At the Earth's Core --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The People That Time Forgot --[starred_actors]--> Doug McClure
Neg LogProb(↓):   0.000734
Path Entropy(↓):  0.006510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does bob hope appear in
Start Entity:     Bob Hope
Gold Answer:      [['Road to Morocco', 'My Favorite Blonde', 'The Ghost Breakers', 'Call Me Bwana', 'Road to Zanzibar', 'The Road to Hong Kong', "Casanova's Big Night", 'The Facts of Life', 'Road to Rio', 'My Favorite Brunette', 'Road to Bali', 'Road to Singapore', 'The Cat and the Canary', 'Son of Paleface', 'Boy, Did I Get a Wrong Number!', 'Fancy Pants', 'Bachelor in Paradise', 'The Princess and the Pirate', 'The Seven Little Foys', 'The Paleface', 'Road to Utopia']]
Predicted Ans:    Road to Singapore
Predicted Path:   Bob Hope --[(INV) starred_actors]--> The Seven Little Foys --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> Road to Singapore
Path (Raw):       Bob Hope --[(INV) starred_actors]--> The Seven Little Foys --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> Road to Singapore
Neg LogProb(↓):   0.543658
Path Entropy(↓):  1.147113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of victor argo starred movies
Start Entity:     Victor Argo
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Victor Argo --[(INV) starred_actors]--> King of New York --[release_year]--> 1990
Path (Raw):       Victor Argo --[No Operation]--> Victor Argo --[(INV) starred_actors]--> King of New York --[release_year]--> 1990
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by norman rene
Start Entity:     Norman René
Gold Answer:      [['Chris Columbus', 'Craig Lucas']]
Predicted Ans:    Craig Lucas
Predicted Path:   Norman René --[(INV) directed_by]--> Prelude to a Kiss --[written_by]--> Craig Lucas
Path (Raw):       Norman René --[No Operation]--> Norman René --[(INV) directed_by]--> Prelude to a Kiss --[written_by]--> Craig Lucas
Neg LogProb(↓):   0.456979
Path Entropy(↓):  0.657563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film dog park were released in which years
Start Entity:     Dog Park
Gold Answer:      [['1999', '2002']]
Predicted Ans:    2002
Predicted Path:   Dog Park --[directed_by]--> Bruce McCulloch --[(INV) directed_by]--> Stealing Harvard --[release_year]--> 2002
Path (Raw):       Dog Park --[directed_by]--> Bruce McCulloch --[(INV) directed_by]--> Stealing Harvard --[release_year]--> 2002
Neg LogProb(↓):   0.206458
Path Entropy(↓):  0.599898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by clemence poesy
Start Entity:     Clémence Poésy
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Clémence Poésy --[(INV) starred_actors]--> Heartless --[has_genre]--> Horror
Path (Raw):       Clémence Poésy --[No Operation]--> Clémence Poésy --[(INV) starred_actors]--> Heartless --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film the cocoanuts
Start Entity:     The Cocoanuts
Gold Answer:      [['Morrie Ryskind', 'George S. Kaufman']]
Predicted Ans:    Morrie Ryskind
Predicted Path:   The Cocoanuts --[written_by]--> Morrie Ryskind --[(INV) written_by]--> The Cocoanuts --[written_by]--> Morrie Ryskind
Path (Raw):       The Cocoanuts --[written_by]--> Morrie Ryskind --[(INV) written_by]--> The Cocoanuts --[written_by]--> Morrie Ryskind
Neg LogProb(↓):   0.260203
Path Entropy(↓):  0.752194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie wedlock are written by who
Start Entity:     Wedlock
Gold Answer:      [['Ernest Hemingway', 'Eric Red', 'Paul Wheeler', 'Lech Majewski', 'Michael Francis Gibson', 'John Davies', 'Peter Viertel', 'David Webb Peoples', 'Robert Harris', 'Albert Pyun', 'William Whitehurst', 'Tony Ayres', 'Robert Ludlum', 'Philip K. Dick', 'Joss Whedon', 'Erik Hazelhoff Roelfzema', 'Krishna Rao', 'Frank Dux', 'Paul Verhoeven', 'Bernardo Bertolucci', 'Mark Peploe', 'David Henry Hwang', 'Jan Wolkers', 'Mark Rosenthal', 'Joseph Hayes', 'Ed Naha', 'Lawrence Konner', 'Charles Robert Carner', 'Hampton Fancher', 'Michael Tolkin', 'Shinji Aoyama']]
Predicted Ans:    Paul Verhoeven
Predicted Path:   Wedlock --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Soldier of Orange --[written_by]--> Paul Verhoeven
Path (Raw):       Wedlock --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Soldier of Orange --[written_by]--> Paul Verhoeven
Neg LogProb(↓):   0.968121
Path Entropy(↓):  1.490010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film voyage to the beginning of the world were released in which years
Start Entity:     Voyage to the Beginning of the World
Gold Answer:      [['1980', '1978', '1946', '1970', '1963', '1996', '1973', '1965', '1961', '1967', '1987', '1986', '1977']]
Predicted Ans:    1973
Predicted Path:   Voyage to the Beginning of the World --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Grande Bouffe --[release_year]--> 1973
Path (Raw):       Voyage to the Beginning of the World --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Grande Bouffe --[release_year]--> 1973
Neg LogProb(↓):   0.978390
Path Entropy(↓):  1.731757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by nick enright
Start Entity:     Nick Enright
Gold Answer:      [['Steven Vidler']]
Predicted Ans:    Steven Vidler
Predicted Path:   Nick Enright --[(INV) written_by]--> Blackrock --[directed_by]--> Steven Vidler
Path (Raw):       Nick Enright --[No Operation]--> Nick Enright --[(INV) written_by]--> Blackrock --[directed_by]--> Steven Vidler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of frozen land also wrote which films
Start Entity:     Frozen Land
Gold Answer:      [['Restless', 'Naked Harbour']]
Predicted Ans:    Frozen Land
Predicted Path:   Frozen Land --[written_by]--> Aku Louhimies --[(INV) written_by]--> Frozen Land
Path (Raw):       Frozen Land --[written_by]--> Aku Louhimies --[(INV) written_by]--> Frozen Land --[No Operation]--> Frozen Land
Neg LogProb(↓):   0.666556
Path Entropy(↓):  0.695408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Blackhat, when was it released
Start Entity:     Blackhat
Gold Answer:      [['2015']]
Predicted Ans:    2015
Predicted Path:   Blackhat --[release_year]--> 2015 --[(INV) release_year]--> The Bronze --[release_year]--> 2015
Path (Raw):       Blackhat --[release_year]--> 2015 --[(INV) release_year]--> The Bronze --[release_year]--> 2015
Neg LogProb(↓):   0.710627
Path Entropy(↓):  1.451490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of helen starred who
Start Entity:     Helen
Gold Answer:      [['Aaron Eckhart', 'Patricia Clarkson', 'Martina Gedeck', 'Abigail Breslin', 'Sergio Castellitto', 'Maxime Foerste']]
Predicted Ans:    Aaron Eckhart
Predicted Path:   Helen --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> No Reservations --[starred_actors]--> Aaron Eckhart
Path (Raw):       Helen --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> No Reservations --[starred_actors]--> Aaron Eckhart
Neg LogProb(↓):   0.019632
Path Entropy(↓):  0.110325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the shooting
Start Entity:     The Shooting
Gold Answer:      [['Bob Rafelson']]
Predicted Ans:    Bob Rafelson
Predicted Path:   The Shooting --[written_by]--> Carole Eastman --[(INV) written_by]--> Five Easy Pieces --[directed_by]--> Bob Rafelson
Path (Raw):       The Shooting --[written_by]--> Carole Eastman --[(INV) written_by]--> Five Easy Pieces --[directed_by]--> Bob Rafelson
Neg LogProb(↓):   0.003959
Path Entropy(↓):  0.026688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is pitfall about
Start Entity:     Pitfall
Gold Answer:      [['hiroshi teshigahara', 'criterion']]
Predicted Ans:    andré de toth
Predicted Path:   Pitfall --[has_tags]--> andré de toth --[(INV) has_tags]--> Day of the Outlaw --[has_tags]--> andré de toth
Path (Raw):       Pitfall --[has_tags]--> andré de toth --[(INV) has_tags]--> Day of the Outlaw --[has_tags]--> andré de toth
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with the feminine touch fall under
Start Entity:     The Feminine Touch
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   The Feminine Touch --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> His Girl Friday --[has_genre]--> Comedy
Path (Raw):       The Feminine Touch --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> His Girl Friday --[has_genre]--> Comedy
Neg LogProb(↓):   0.778599
Path Entropy(↓):  1.534834
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by kambakkht ishq actors
Start Entity:     Kambakkht Ishq
Gold Answer:      [['Walter Hill', 'Dean Hamilton', 'Ted Kotcheff', 'James Mangold', 'Menahem Golan', 'Renny Harlin', 'Paul Bartel', 'Bob Clark', 'John Landis', 'Jordan Brady', 'Richard Donner', 'Steve Carver', 'Mikael Håfström', 'Roger Spottiswoode', 'Martyn Burke', 'Rob Cohen', 'Luis Llosa', 'Bruce Malmuth', 'Sylvester Stallone', 'Bryan Singer', 'Stephen Kay', 'Simon West', 'John G. Avildsen', 'John Flynn', 'George P. Cosmatos', 'Malcolm D. Lee', 'Peter Segal', 'Danny Cannon', 'Marco Brambilla', 'Patrick Hughes', 'Mike Hodges', 'Jamie Blanks', 'Michael Patrick Jann']]
Predicted Ans:    Simon West
Predicted Path:   Kambakkht Ishq --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Kambakkht Ishq --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.776889
Path Entropy(↓):  1.733687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jonathan andersson star in
Start Entity:     Jonathan Andersson
Gold Answer:      [['Shed No Tears']]
Predicted Ans:    Shed No Tears
Predicted Path:   Jonathan Andersson --[(INV) starred_actors]--> Shed No Tears --[starred_actors]--> Josefin Neldén --[(INV) starred_actors]--> Shed No Tears
Path (Raw):       Jonathan Andersson --[(INV) starred_actors]--> Shed No Tears --[starred_actors]--> Josefin Neldén --[(INV) starred_actors]--> Shed No Tears
Neg LogProb(↓):   0.012884
Path Entropy(↓):  0.068753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of rosa luxemburg also wrote which films
Start Entity:     Rosa Luxemburg
Gold Answer:      [['Marianne and Juliane', 'Rosenstrasse', 'Hannah Arendt']]
Predicted Ans:    Hannah Arendt
Predicted Path:   Rosa Luxemburg --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt
Path (Raw):       Rosa Luxemburg --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt --[No Operation]--> Hannah Arendt
Neg LogProb(↓):   0.683112
Path Entropy(↓):  0.865340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by harley cokeliss fall under
Start Entity:     Harley Cokeliss
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Harley Cokeliss --[(INV) directed_by]--> Dream Demon --[has_genre]--> Horror
Path (Raw):       Harley Cokeliss --[No Operation]--> Harley Cokeliss --[(INV) directed_by]--> Dream Demon --[has_genre]--> Horror
Neg LogProb(↓):   0.038438
Path Entropy(↓):  0.162026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in castle keep
Start Entity:     Castle Keep
Gold Answer:      [['French', 'English', 'Italian', 'Hindi', 'Russian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Castle Keep --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Path (Raw):       Castle Keep --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   1.486983
Path Entropy(↓):  1.281365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of chop shop
Start Entity:     Chop Shop
Gold Answer:      [['Werner Herzog', 'Michael Shannon', 'Andrew Garfield', 'Laura Dern']]
Predicted Ans:    Michael Shannon
Predicted Path:   Chop Shop --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes --[starred_actors]--> Michael Shannon
Path (Raw):       Chop Shop --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.002814
Path Entropy(↓):  0.023075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by eli wallach
Start Entity:     Eli Wallach
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Eli Wallach --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Path (Raw):       Eli Wallach --[No Operation]--> Eli Wallach --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Neg LogProb(↓):   0.001803
Path Entropy(↓):  0.013204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film napoleon dynamite were released in which years
Start Entity:     Napoleon Dynamite
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2006
Predicted Path:   Napoleon Dynamite --[directed_by]--> Jared Hess --[(INV) directed_by]--> Nacho Libre --[release_year]--> 2006
Path (Raw):       Napoleon Dynamite --[directed_by]--> Jared Hess --[(INV) directed_by]--> Nacho Libre --[release_year]--> 2006
Neg LogProb(↓):   0.559599
Path Entropy(↓):  0.952205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in safe house
Start Entity:     Safe House
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1995', '1948', '2001', '1990', '1989', '1938', '1996', '2002', '2012', '2011', '2013', '2000', '1964', '1997', '2005', '1991', '1999', '1969', '1937']]
Predicted Ans:    1964
Predicted Path:   Safe House --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Path (Raw):       Safe House --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   0.925513
Path Entropy(↓):  2.126473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the prize winner of defiance, ohio
Start Entity:     The Prize Winner of Defiance, Ohio
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Prize Winner of Defiance, Ohio --[directed_by]--> Jane Anderson --[(INV) directed_by]--> Normal --[has_genre]--> Drama
Path (Raw):       The Prize Winner of Defiance, Ohio --[directed_by]--> Jane Anderson --[(INV) directed_by]--> Normal --[has_genre]--> Drama
Neg LogProb(↓):   0.000847
Path Entropy(↓):  0.007088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by keisuke kinoshita
Start Entity:     Keisuke Kinoshita
Gold Answer:      [['Sakae Tsuboi']]
Predicted Ans:    Keisuke Kinoshita
Predicted Path:   Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita
Path (Raw):       Keisuke Kinoshita --[No Operation]--> Keisuke Kinoshita --[(INV) directed_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita
Neg LogProb(↓):   0.632394
Path Entropy(↓):  0.692869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose writers also wrote dog nail clipper
Start Entity:     Dog Nail Clipper
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Dog Nail Clipper --[written_by]--> Markku Pölönen --[(INV) written_by]--> On the Road to Emmaus --[in_language]--> Finnish
Path (Raw):       Dog Nail Clipper --[written_by]--> Markku Pölönen --[(INV) written_by]--> On the Road to Emmaus --[in_language]--> Finnish
Neg LogProb(↓):   0.405535
Path Entropy(↓):  0.648249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of naked fear
Start Entity:     Naked Fear
Gold Answer:      [['Without a Clue', 'Captain Ron', 'Gross Anatomy', 'Night of the Comet']]
Predicted Ans:    Night of the Comet
Predicted Path:   Naked Fear --[directed_by]--> Thom Eberhardt --[(INV) directed_by]--> Night of the Comet
Path (Raw):       Naked Fear --[No Operation]--> Naked Fear --[directed_by]--> Thom Eberhardt --[(INV) directed_by]--> Night of the Comet
Neg LogProb(↓):   0.735953
Path Entropy(↓):  1.370550
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie waterworld in a few words
Start Entity:     Waterworld
Gold Answer:      [['futuristic', 'water', 'kevin costner']]
Predicted Ans:    water
Predicted Path:   Waterworld --[has_tags]--> water --[(INV) has_tags]--> Waterworld --[has_tags]--> water
Path (Raw):       Waterworld --[has_tags]--> water --[(INV) has_tags]--> Waterworld --[has_tags]--> water
Neg LogProb(↓):   0.000285
Path Entropy(↓):  0.002639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dabangg 2 were in which languages
Start Entity:     Dabangg 2
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Dabangg 2 --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Path (Raw):       Dabangg 2 --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Neg LogProb(↓):   0.000214
Path Entropy(↓):  0.002071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the purge
Start Entity:     The Purge
Gold Answer:      [['James DeMonaco']]
Predicted Ans:    James DeMonaco
Predicted Path:   The Purge --[written_by]--> James DeMonaco --[(INV) written_by]--> The Purge --[written_by]--> James DeMonaco
Path (Raw):       The Purge --[written_by]--> James DeMonaco --[(INV) written_by]--> The Purge --[written_by]--> James DeMonaco
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie the love of siam in
Start Entity:     The Love of Siam
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   The Love of Siam --[in_language]--> Thai --[(INV) in_language]--> Raging Phoenix --[in_language]--> Thai
Path (Raw):       The Love of Siam --[in_language]--> Thai --[(INV) in_language]--> Raging Phoenix --[in_language]--> Thai
Neg LogProb(↓):   0.426639
Path Entropy(↓):  1.074850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the hospital
Start Entity:     The Hospital
Gold Answer:      [['1976', '1980', '1964', '1957', '1969', '1955', '1956']]
Predicted Ans:    1964
Predicted Path:   The Hospital --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Americanization of Emily --[release_year]--> 1964
Path (Raw):       The Hospital --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Americanization of Emily --[release_year]--> 1964
Neg LogProb(↓):   0.436861
Path Entropy(↓):  1.221561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in college road trip
Start Entity:     College Road Trip
Gold Answer:      [['Music', 'Drama', 'Animation', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   College Road Trip --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Path (Raw):       College Road Trip --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Neg LogProb(↓):   0.996667
Path Entropy(↓):  1.938158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by charlotte church fall under
Start Entity:     Charlotte Church
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Charlotte Church --[(INV) starred_actors]--> I'll Be There --[has_genre]--> Comedy
Path (Raw):       Charlotte Church --[No Operation]--> Charlotte Church --[(INV) starred_actors]--> I'll Be There --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with a low down dirty shame fall under
Start Entity:     A Low Down Dirty Shame
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Low Down Dirty Shame --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[has_genre]--> Comedy
Path (Raw):       A Low Down Dirty Shame --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[has_genre]--> Comedy
Neg LogProb(↓):   0.587852
Path Entropy(↓):  1.276589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by simone north
Start Entity:     Simone North
Gold Answer:      [['In Her Skin']]
Predicted Ans:    In Her Skin
Predicted Path:   Simone North --[(INV) written_by]--> In Her Skin --[written_by]--> Simone North --[(INV) written_by]--> In Her Skin
Path (Raw):       Simone North --[(INV) written_by]--> In Her Skin --[written_by]--> Simone North --[(INV) written_by]--> In Her Skin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by somebody to love screenwriters
Start Entity:     Somebody to Love
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Somebody to Love --[written_by]--> Alexandre Rockwell --[(INV) written_by]--> Four Rooms --[has_genre]--> Comedy
Path (Raw):       Somebody to Love --[written_by]--> Alexandre Rockwell --[(INV) written_by]--> Four Rooms --[has_genre]--> Comedy
Neg LogProb(↓):   0.000204
Path Entropy(↓):  0.001989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ninetto davoli were directed by who
Start Entity:     Ninetto Davoli
Gold Answer:      [['Pier Paolo Pasolini']]
Predicted Ans:    Pier Paolo Pasolini
Predicted Path:   Ninetto Davoli --[(INV) starred_actors]--> The Canterbury Tales --[directed_by]--> Pier Paolo Pasolini
Path (Raw):       Ninetto Davoli --[No Operation]--> Ninetto Davoli --[(INV) starred_actors]--> The Canterbury Tales --[directed_by]--> Pier Paolo Pasolini
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the smurfs also wrote which films
Start Entity:     The Smurfs
Gold Answer:      [['The Smurfs 2']]
Predicted Ans:    The Smurfs
Predicted Path:   The Smurfs --[written_by]--> Peyo --[(INV) written_by]--> The Smurfs
Path (Raw):       The Smurfs --[written_by]--> Peyo --[(INV) written_by]--> The Smurfs --[No Operation]--> The Smurfs
Neg LogProb(↓):   0.001174
Path Entropy(↓):  0.009094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie thoughtcrimes were in which languages
Start Entity:     Thoughtcrimes
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Thoughtcrimes --[directed_by]--> Breck Eisner --[(INV) directed_by]--> Sahara --[in_language]--> Italian
Path (Raw):       Thoughtcrimes --[directed_by]--> Breck Eisner --[(INV) directed_by]--> Sahara --[in_language]--> Italian
Neg LogProb(↓):   0.000256
Path Entropy(↓):  0.002395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by lorant deutsch
Start Entity:     Lorànt Deutsch
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Lorànt Deutsch --[(INV) starred_actors]--> You Will Be My Son --[release_year]--> 2011
Path (Raw):       Lorànt Deutsch --[No Operation]--> Lorànt Deutsch --[(INV) starred_actors]--> You Will Be My Son --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the wasp woman
Start Entity:     The Wasp Woman
Gold Answer:      [['Susan Cabot']]
Predicted Ans:    Susan Cabot
Predicted Path:   The Wasp Woman --[starred_actors]--> Susan Cabot --[(INV) starred_actors]--> The Wasp Woman --[starred_actors]--> Susan Cabot
Path (Raw):       The Wasp Woman --[starred_actors]--> Susan Cabot --[(INV) starred_actors]--> The Wasp Woman --[starred_actors]--> Susan Cabot
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with ricardo chavira
Start Entity:     Ricardo Chavira
Gold Answer:      [['Ving Rhames', 'Dean McDermott']]
Predicted Ans:    Ricardo Chavira
Predicted Path:   Ricardo Chavira --[(INV) starred_actors]--> Saving God --[starred_actors]--> Ricardo Chavira
Path (Raw):       Ricardo Chavira --[No Operation]--> Ricardo Chavira --[(INV) starred_actors]--> Saving God --[starred_actors]--> Ricardo Chavira
Neg LogProb(↓):   0.034087
Path Entropy(↓):  0.162564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film uptown girls
Start Entity:     Uptown Girls
Gold Answer:      [['Deborah Kampmeier', 'Jessie Nelson', 'Richard Glatzer', 'Cherie Currie', 'Sue Monk Kidd', 'Jonathan Raymond', 'James Mangold', 'Sean McConville', 'Nora Roberts', 'Joshua Michael Stern', 'Sam Harper', 'Brian Helgeland', 'Kelly Reichardt', 'Susanna Kaysen', 'Jonathan Parker', 'David Koepp', 'Naomi Foner', 'Josh Friedman', 'Anthony Peckham', 'Patrick Smith Kelly', 'Andrew Klavan', 'Amy Heckerling', 'Eleanor Perry', 'Theodore Isaac Rubin', 'Floria Sigismondi', 'Bernard Slade', 'Creighton Vero', 'Ol Parker', 'Jenny Downham', 'Ken Selden', 'Scott Silver', 'Robert Rodriguez', 'Kristine Johnson', 'Catherine DiNapoli', 'Tom Savage']]
Predicted Ans:    Sean McConville
Predicted Path:   Uptown Girls --[starred_actors]--> Brittany Murphy --[(INV) starred_actors]--> Deadline --[written_by]--> Sean McConville
Path (Raw):       Uptown Girls --[starred_actors]--> Brittany Murphy --[(INV) starred_actors]--> Deadline --[written_by]--> Sean McConville
Neg LogProb(↓):   0.145452
Path Entropy(↓):  0.556820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did rithy panh direct
Start Entity:     Rithy Panh
Gold Answer:      [['The Missing Picture']]
Predicted Ans:    The Missing Picture
Predicted Path:   Rithy Panh --[(INV) directed_by]--> The Missing Picture --[directed_by]--> Rithy Panh --[(INV) directed_by]--> The Missing Picture
Path (Raw):       Rithy Panh --[(INV) directed_by]--> The Missing Picture --[directed_by]--> Rithy Panh --[(INV) directed_by]--> The Missing Picture
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with tell it to the marines fall under
Start Entity:     Tell It to the Marines
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Tell It to the Marines --[directed_by]--> George W. Hill --[(INV) directed_by]--> Min and Bill --[has_genre]--> Comedy
Path (Raw):       Tell It to the Marines --[directed_by]--> George W. Hill --[(INV) directed_by]--> Min and Bill --[has_genre]--> Comedy
Neg LogProb(↓):   0.428968
Path Entropy(↓):  0.651581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the life of emile zola are written by who
Start Entity:     The Life of Emile Zola
Gold Answer:      [['Dan Totheroh', 'Edward Knoblock', 'Pierre Collings', 'Sheridan Gibney', 'Dashiell Hammett', 'John Huston', 'William Shakespeare', 'Michael Hoffman', 'Alex Proyas', 'Bertram Bloch', 'Robert N. Lee', 'Wells Root', 'George Dyer', 'Robert Nathan', 'Eugene Solow', 'David S. Goyer', 'Brown Holmes', 'Ladislas Fodor', 'Ayn Rand', 'Christopher Massie', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Max Trell', 'Heinz Herald', 'Norman Burnstine', 'Franz Werfel', 'Wolfgang Reinhardt', 'Bertita Harding', 'Victor Hugo', 'Lem Dobbs', 'Milton Gunzburg', 'Alvin Meyers', 'Marion Parsonnet', 'Charles Martin']]
Predicted Ans:    Bertram Bloch
Predicted Path:   The Life of Emile Zola --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       The Life of Emile Zola --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.176815
Path Entropy(↓):  0.663045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with ginette reno
Start Entity:     Ginette Reno
Gold Answer:      [['Julien Guiomar', 'Gilbert Sicotte', 'Maxime Collin']]
Predicted Ans:    Ginette Reno
Predicted Path:   Ginette Reno --[(INV) starred_actors]--> Léolo --[starred_actors]--> Ginette Reno
Path (Raw):       Ginette Reno --[No Operation]--> Ginette Reno --[(INV) starred_actors]--> Léolo --[starred_actors]--> Ginette Reno
Neg LogProb(↓):   0.008745
Path Entropy(↓):  0.052992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of the tall guy
Start Entity:     The Tall Guy
Gold Answer:      [['Mel Smith']]
Predicted Ans:    Mel Smith
Predicted Path:   The Tall Guy --[directed_by]--> Mel Smith --[(INV) directed_by]--> The Tall Guy --[directed_by]--> Mel Smith
Path (Raw):       The Tall Guy --[directed_by]--> Mel Smith --[(INV) directed_by]--> The Tall Guy --[directed_by]--> Mel Smith
Neg LogProb(↓):   0.086192
Path Entropy(↓):  0.340558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of hanussen
Start Entity:     Hanussen
Gold Answer:      [['W. Somerset Maugham', 'Alex Garland', 'István Szabó', 'John Osborne', 'Israel Horovitz', 'Klaus Mann', 'Ronald Harwood']]
Predicted Ans:    István Szabó
Predicted Path:   Hanussen --[directed_by]--> István Szabó --[(INV) directed_by]--> Mephisto --[written_by]--> István Szabó
Path (Raw):       Hanussen --[directed_by]--> István Szabó --[(INV) directed_by]--> Mephisto --[written_by]--> István Szabó
Neg LogProb(↓):   0.102257
Path Entropy(↓):  0.443392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by 800 bullets screenwriters
Start Entity:     800 Bullets
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   800 Bullets --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> Acción mutante --[has_genre]--> Comedy
Path (Raw):       800 Bullets --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> Acción mutante --[has_genre]--> Comedy
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of london
Start Entity:     London
Gold Answer:      [['Stealth', 'Homefront', 'Playing for Keeps', "What's Your Number?", 'War', 'Turn It Up', 'The Italian Job', 'The One', 'The Transporter', 'The Iceman', 'Lock, Stock and Two Smoking Barrels', 'The Expendables 3', 'The Illusionist', 'Safe', '13', 'Blitz', 'The Avengers', 'The A-Team', 'Three Way', 'The Bank Job', 'Total Recall', 'Puncture', 'Crank', 'Transporter 2', 'Easy Virtue', 'Planet 51', 'Parker', 'The Tall Man', "I'll Be Home for Christmas", 'Death Race', 'The Mechanic', 'Street Kings', 'Honey', 'Snowpiercer', 'Wild Card', 'The Expendables', 'Next', 'Revolver', 'Chaos', 'Summer Catch', 'The Expendables 2', 'Baadasssss!', 'Transporter 3', 'TMNT', 'The Rules of Attraction', 'The Perfect Score', 'Fierce People', 'Killer Elite', 'Ghosts of Mars', 'About Last Night']]
Predicted Ans:    The Transporter
Predicted Path:   London --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Path (Raw):       London --[starred_actors]--> Jason Statham --[No Operation]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Neg LogProb(↓):   0.723138
Path Entropy(↓):  1.503852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the iron man 3 director release
Start Entity:     Iron Man 3
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Iron Man 3 --[directed_by]--> Shane Black --[(INV) directed_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Path (Raw):       Iron Man 3 --[directed_by]--> Shane Black --[(INV) directed_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Neg LogProb(↓):   0.005281
Path Entropy(↓):  0.032888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film carson city
Start Entity:     Carson City
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Carson City --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Path (Raw):       Carson City --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Neg LogProb(↓):   2.494955
Path Entropy(↓):  3.807492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by james ellison release
Start Entity:     James Ellison
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   James Ellison --[(INV) starred_actors]--> Play Girl --[release_year]--> 1941
Path (Raw):       James Ellison --[No Operation]--> James Ellison --[(INV) starred_actors]--> Play Girl --[release_year]--> 1941
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the bride of chucky director release
Start Entity:     Bride of Chucky
Gold Answer:      [['1997', '2003', '1993', '2006', '1986', '2013']]
Predicted Ans:    1993
Predicted Path:   Bride of Chucky --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Fearless --[release_year]--> 1993
Path (Raw):       Bride of Chucky --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Fearless --[release_year]--> 1993
Neg LogProb(↓):   1.009528
Path Entropy(↓):  2.010714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie flirting with disaster were in which genres
Start Entity:     Flirting with Disaster
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Flirting with Disaster --[written_by]--> David O. Russell --[(INV) written_by]--> Spanking the Monkey --[has_genre]--> Comedy
Path (Raw):       Flirting with Disaster --[written_by]--> David O. Russell --[(INV) written_by]--> Spanking the Monkey --[has_genre]--> Comedy
Neg LogProb(↓):   0.491516
Path Entropy(↓):  1.021810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by sanaa lathan were released in which years
Start Entity:     Sanaa Lathan
Gold Answer:      [['1999', '2002', '1984', '2009']]
Predicted Ans:    1999
Predicted Path:   Sanaa Lathan --[(INV) starred_actors]--> Catfish in Black Bean Sauce --[release_year]--> 1999
Path (Raw):       Sanaa Lathan --[No Operation]--> Sanaa Lathan --[(INV) starred_actors]--> Catfish in Black Bean Sauce --[release_year]--> 1999
Neg LogProb(↓):   0.922642
Path Entropy(↓):  1.239026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of fingers at the window
Start Entity:     Fingers at the Window
Gold Answer:      [['Charles Lederer']]
Predicted Ans:    Charles Lederer
Predicted Path:   Fingers at the Window --[directed_by]--> Charles Lederer --[(INV) directed_by]--> Fingers at the Window --[directed_by]--> Charles Lederer
Path (Raw):       Fingers at the Window --[directed_by]--> Charles Lederer --[(INV) directed_by]--> Fingers at the Window --[directed_by]--> Charles Lederer
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the new centurions were in which genres
Start Entity:     The New Centurions
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The New Centurions --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Path (Raw):       The New Centurions --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Neg LogProb(↓):   1.215760
Path Entropy(↓):  1.396905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did kurt voss direct
Start Entity:     Kurt Voss
Gold Answer:      [['Border Radio', 'Sugar Town']]
Predicted Ans:    Grace of My Heart
Predicted Path:   Kurt Voss --[(INV) written_by]--> Sugar Town --[written_by]--> Allison Anders --[(INV) written_by]--> Grace of My Heart
Path (Raw):       Kurt Voss --[(INV) written_by]--> Sugar Town --[written_by]--> Allison Anders --[(INV) written_by]--> Grace of My Heart
Neg LogProb(↓):   0.668204
Path Entropy(↓):  1.052701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie a home of our own released
Start Entity:     A Home of Our Own
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   A Home of Our Own --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       A Home of Our Own --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   3.441232
Path Entropy(↓):  4.818021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of ving rhames starred movies
Start Entity:     Ving Rhames
Gold Answer:      [['Walter Hill', 'Michael Jackson', 'James Gunn', 'Patricia Hearst', 'Alvin Moscow', 'George A. Romero', 'Carl Hiaasen', 'Andrew Bergman', 'Paul Schrader', 'Keoni Waxman', 'Tony Giglio', 'Joe Connelly']]
Predicted Ans:    Paul Schrader
Predicted Path:   Ving Rhames --[(INV) starred_actors]--> Bringing Out the Dead --[written_by]--> Paul Schrader
Path (Raw):       Ving Rhames --[No Operation]--> Ving Rhames --[(INV) starred_actors]--> Bringing Out the Dead --[written_by]--> Paul Schrader
Neg LogProb(↓):   1.064239
Path Entropy(↓):  1.520762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film head
Start Entity:     Head
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Head --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Path (Raw):       Head --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Neg LogProb(↓):   2.705799
Path Entropy(↓):  3.846894
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by terence davies
Start Entity:     Terence Davies
Gold Answer:      [['Rachel Weisz', 'Diana Scarwid', 'Jacob Tierney', 'Gillian Anderson', 'Marjorie Yates', 'Leigh McCormack', 'Anthony Watson', 'Gena Rowlands']]
Predicted Ans:    Rachel Weisz
Predicted Path:   Terence Davies --[(INV) written_by]--> The Deep Blue Sea --[starred_actors]--> Rachel Weisz
Path (Raw):       Terence Davies --[No Operation]--> Terence Davies --[(INV) written_by]--> The Deep Blue Sea --[starred_actors]--> Rachel Weisz
Neg LogProb(↓):   0.002969
Path Entropy(↓):  0.022739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jay dratler were directed by who
Start Entity:     Jay Dratler
Gold Answer:      [['Hiroshi Teshigahara', 'Edmund Goulding', 'Arthur Lubin', 'André De Toth', 'Otto Preminger']]
Predicted Ans:    André De Toth
Predicted Path:   Jay Dratler --[(INV) written_by]--> Pitfall --[directed_by]--> André De Toth
Path (Raw):       Jay Dratler --[No Operation]--> Jay Dratler --[(INV) written_by]--> Pitfall --[directed_by]--> André De Toth
Neg LogProb(↓):   0.189548
Path Entropy(↓):  0.519566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by chris cunningham
Start Entity:     Chris Cunningham
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Chris Cunningham --[(INV) directed_by]--> Rubber Johnny --[release_year]--> 2005
Path (Raw):       Chris Cunningham --[No Operation]--> Chris Cunningham --[(INV) directed_by]--> Rubber Johnny --[release_year]--> 2005
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of the appeared
Start Entity:     The Appeared
Gold Answer:      [['Paco Cabezas']]
Predicted Ans:    Paco Cabezas
Predicted Path:   The Appeared --[written_by]--> Paco Cabezas --[(INV) written_by]--> The Appeared --[written_by]--> Paco Cabezas
Path (Raw):       The Appeared --[written_by]--> Paco Cabezas --[(INV) written_by]--> The Appeared --[written_by]--> Paco Cabezas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with hell's hinges
Start Entity:     Hell's Hinges
Gold Answer:      [['Alibi', 'The Buccaneer', 'North West Mounted Police']]
Predicted Ans:    The Buccaneer
Predicted Path:   Hell's Hinges --[written_by]--> C. Gardner Sullivan --[(INV) written_by]--> The Buccaneer
Path (Raw):       Hell's Hinges --[written_by]--> C. Gardner Sullivan --[(INV) written_by]--> The Buccaneer --[No Operation]--> The Buccaneer
Neg LogProb(↓):   0.810362
Path Entropy(↓):  0.979114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the cat came back
Start Entity:     The Cat Came Back
Gold Answer:      [['Strange Invaders', 'Runaway']]
Predicted Ans:    Runaway
Predicted Path:   The Cat Came Back --[directed_by]--> Cordell Barker --[(INV) directed_by]--> Runaway
Path (Raw):       The Cat Came Back --[directed_by]--> Cordell Barker --[(INV) directed_by]--> Runaway --[No Operation]--> Runaway
Neg LogProb(↓):   0.597784
Path Entropy(↓):  0.713993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a farewell to arms are written by who
Start Entity:     A Farewell to Arms
Gold Answer:      [['Abem Finkel', 'Harry Chandlee', 'Edward Knoblock', 'Frank R. Adams', 'Dashiell Hammett', 'Dudley Nichols', 'Claude Anet', 'Robert Hardy Andrews', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'Nora Roberts', 'Alan Campbell', 'Harry Brown', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'William R. Lipman', 'Ernst Lubitsch', 'Aline Brosh McKenna', 'Melville Baker', 'Sylvia Thalberg', 'Thomas Mitchell', 'Herman J. Mankiewicz', 'Nunnally Johnson', 'Alan Le May', 'Michael Innes', 'Borden Chase', 'Ben Hecht', 'Richard Connell', 'Charles MacArthur', 'James Hagan', 'Luis Buñuel', 'Sam Hellman', 'Glendon Swarthout', 'Clifford Odets', 'Waldemar Young', 'Vincent Lawrence', 'Billy Wilder', 'Sonya Levien', 'Tom Skeyhill', 'Ayn Rand', 'I.A.L. Diamond', 'Robert Rossen', 'Corydon M. Wassell', 'Walter Bernstein', 'Will C. Brown', 'Joseph Stefano', 'Frank Butler', 'Andrew L. Stone', 'James Hilton', 'Edwin H. Knopf', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Max Ehrlich', 'Grover Jones', 'Guy Bolton', 'Marcelle Maurette', 'Charles L. Clifford', 'Ernest Hemingway', 'Frederic Wakeman', 'Jo Swerling', 'Niven Busch', 'Samuel Hoffenstein', 'Stuart N. Lake', 'Clarence Budington Kelland', 'Charles Lederer', 'Harry Clork', 'Damon Runyon', 'Edna Ferber', 'Floyd Dell', 'Charles G. Booth', 'Michael Wilson', 'Robert Riskin', 'Howard J. Green', 'S.N. Behrman', 'Jules Furthman', 'Corey Ford', 'Alastair MacBain', 'Linda Woolverton', 'Edward Anhalt', 'Philip Dunne', "John O'Hara", 'John Huston', 'Casey Robinson', 'C. Gardner Sullivan', 'Hammond Innes', 'Carl Foreman', 'Jessamyn West', 'Gladys Lehman', 'Lynn Root', 'Benno Vigny', 'Frank Capra', 'Paul Gallico', 'Achmed Abdullah', 'Anthony Veiller', 'Leo McCarey', 'John L. Balderston', 'Moss Hart', 'Harold Bell Wright', 'Robert W. Chambers', 'William Slavens McNutt', 'Howard Koch', 'Reginald Rose', 'George S. Kaufman', 'Morrie Ryskind', 'Bartlett Cormack', 'Jack Kirkland']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   A Farewell to Arms --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       A Farewell to Arms --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.274792
Path Entropy(↓):  2.926319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of practical magic
Start Entity:     Practical Magic
Gold Answer:      [['Emma Roberts', 'Sara Paxton']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Practical Magic --[written_by]--> Alice Hoffman --[(INV) written_by]--> Practical Magic --[starred_actors]--> Nicole Kidman
Path (Raw):       Practical Magic --[written_by]--> Alice Hoffman --[(INV) written_by]--> Practical Magic --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.101390
Path Entropy(↓):  0.354306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies together with drew t. pierce
Start Entity:     Drew T. Pierce
Gold Answer:      [['Brett Pierce']]
Predicted Ans:    Brett Pierce
Predicted Path:   Drew T. Pierce --[(INV) written_by]--> Deadheads --[written_by]--> Brett Pierce
Path (Raw):       Drew T. Pierce --[No Operation]--> Drew T. Pierce --[(INV) written_by]--> Deadheads --[written_by]--> Brett Pierce
Neg LogProb(↓):   0.324735
Path Entropy(↓):  0.590370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by cassi davis
Start Entity:     Cassi Davis
Gold Answer:      [['Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Cassi Davis --[(INV) starred_actors]--> Madea's Big Happy Family --[directed_by]--> Tyler Perry
Path (Raw):       Cassi Davis --[No Operation]--> Cassi Davis --[(INV) starred_actors]--> Madea's Big Happy Family --[directed_by]--> Tyler Perry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie flash gordon released
Start Entity:     Flash Gordon
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Flash Gordon --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Flash Gordon --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.495018
Path Entropy(↓):  3.020467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of william rose written movies
Start Entity:     William Rose
Gold Answer:      [['Alexander Mackendrick', 'Ethan Coen', 'Henry Cornelius', 'Stanley Kramer']]
Predicted Ans:    Ethan Coen
Predicted Path:   William Rose --[(INV) written_by]--> The Ladykillers --[directed_by]--> Ethan Coen
Path (Raw):       William Rose --[No Operation]--> William Rose --[(INV) written_by]--> The Ladykillers --[directed_by]--> Ethan Coen
Neg LogProb(↓):   0.755335
Path Entropy(↓):  0.964629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was trevor griffiths a writer on
Start Entity:     Trevor Griffiths
Gold Answer:      [['Reds']]
Predicted Ans:    Reds
Predicted Path:   Trevor Griffiths --[(INV) written_by]--> Reds --[written_by]--> Trevor Griffiths --[(INV) written_by]--> Reds
Path (Raw):       Trevor Griffiths --[(INV) written_by]--> Reds --[written_by]--> Trevor Griffiths --[(INV) written_by]--> Reds
Neg LogProb(↓):   0.393730
Path Entropy(↓):  0.630919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of chelsea handler
Start Entity:     Chelsea Handler
Gold Answer:      [['Victoria Justice']]
Predicted Ans:    Chelsea Handler
Predicted Path:   Chelsea Handler --[(INV) starred_actors]--> Fun Size --[starred_actors]--> Chelsea Handler
Path (Raw):       Chelsea Handler --[No Operation]--> Chelsea Handler --[(INV) starred_actors]--> Fun Size --[starred_actors]--> Chelsea Handler
Neg LogProb(↓):   0.018929
Path Entropy(↓):  0.093136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of anthony desando acted films
Start Entity:     Anthony DeSando
Gold Answer:      [['Tony Vitale']]
Predicted Ans:    Tony Vitale
Predicted Path:   Anthony DeSando --[(INV) starred_actors]--> Kiss Me, Guido --[directed_by]--> Tony Vitale
Path (Raw):       Anthony DeSando --[No Operation]--> Anthony DeSando --[(INV) starred_actors]--> Kiss Me, Guido --[directed_by]--> Tony Vitale
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the brink's job also directed which movies
Start Entity:     The Brink's Job
Gold Answer:      [['12 Angry Men', 'Rules of Engagement', 'Bug', "The Night They Raided Minsky's", 'The French Connection', 'Blue Chips', 'To Live and Die in L.A.', 'The Guardian', 'Cruising', 'Deal of the Century', 'The Exorcist', 'Sorcerer', 'Jade', 'The Hunted', 'Rampage', 'The Boys in the Band', 'Killer Joe']]
Predicted Ans:    Blue Chips
Predicted Path:   The Brink's Job --[directed_by]--> William Friedkin --[(INV) directed_by]--> Blue Chips
Path (Raw):       The Brink's Job --[directed_by]--> William Friedkin --[(INV) directed_by]--> Blue Chips --[No Operation]--> Blue Chips
Neg LogProb(↓):   1.137118
Path Entropy(↓):  2.029592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of lane garrison
Start Entity:     Lane Garrison
Gold Answer:      [['Joseph Julian Soria', 'Peyman Moaadi']]
Predicted Ans:    Peyman Moaadi
Predicted Path:   Lane Garrison --[(INV) starred_actors]--> Camp X-Ray --[starred_actors]--> Peyman Moaadi
Path (Raw):       Lane Garrison --[No Operation]--> Lane Garrison --[(INV) starred_actors]--> Camp X-Ray --[starred_actors]--> Peyman Moaadi
Neg LogProb(↓):   0.037022
Path Entropy(↓):  0.180533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie stagecoach were in which languages
Start Entity:     Stagecoach
Gold Answer:      [['French', 'Swahili', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Stagecoach --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Stagecoach --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.161575
Path Entropy(↓):  0.543392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of final destination 2
Start Entity:     Final Destination 2
Gold Answer:      [['Ian McKellen', 'Kim Basinger', 'Samuel L. Jackson', 'Natasha Richardson', 'Hugh Bonneville', 'Sarah Roemer']]
Predicted Ans:    Ian McKellen
Predicted Path:   Final Destination 2 --[directed_by]--> David R. Ellis --[(INV) directed_by]--> Asylum --[starred_actors]--> Ian McKellen
Path (Raw):       Final Destination 2 --[directed_by]--> David R. Ellis --[(INV) directed_by]--> Asylum --[starred_actors]--> Ian McKellen
Neg LogProb(↓):   0.293290
Path Entropy(↓):  0.884703
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film top of the food chain were in which genres
Start Entity:     Top of the Food Chain
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Top of the Food Chain --[directed_by]--> John Paizs --[(INV) directed_by]--> Crime Wave --[has_genre]--> Crime
Path (Raw):       Top of the Food Chain --[directed_by]--> John Paizs --[(INV) directed_by]--> Crime Wave --[has_genre]--> Crime
Neg LogProb(↓):   0.002517
Path Entropy(↓):  0.017561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by lone scherfig were in which languages
Start Entity:     Lone Scherfig
Gold Answer:      [['Danish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[in_language]--> Italian
Path (Raw):       Lone Scherfig --[No Operation]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[in_language]--> Italian
Neg LogProb(↓):   0.295452
Path Entropy(↓):  0.589510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the new girlfriend fall under
Start Entity:     The New Girlfriend
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The New Girlfriend --[directed_by]--> François Ozon --[(INV) directed_by]--> Swimming Pool --[has_genre]--> Thriller
Path (Raw):       The New Girlfriend --[directed_by]--> François Ozon --[(INV) directed_by]--> Swimming Pool --[has_genre]--> Thriller
Neg LogProb(↓):   0.354962
Path Entropy(↓):  0.948678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by jim loach
Start Entity:     Jim Loach
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Jim Loach --[(INV) directed_by]--> Oranges and Sunshine --[release_year]--> 2010
Path (Raw):       Jim Loach --[No Operation]--> Jim Loach --[(INV) directed_by]--> Oranges and Sunshine --[release_year]--> 2010
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is the blue bird about
Start Entity:     The Blue Bird
Gold Answer:      [['shirley temple', 'walter lang']]
Predicted Ans:    bd-r
Predicted Path:   The Blue Bird --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Blue Bird --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   1.076526
Path Entropy(↓):  1.718856
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies written by albert lewin fall under
Start Entity:     Albert Lewin
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Albert Lewin --[(INV) written_by]--> Pandora and the Flying Dutchman --[has_genre]--> Drama
Path (Raw):       Albert Lewin --[No Operation]--> Albert Lewin --[(INV) written_by]--> Pandora and the Flying Dutchman --[has_genre]--> Drama
Neg LogProb(↓):   0.027818
Path Entropy(↓):  0.125709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of stolen kisses
Start Entity:     Stolen Kisses
Gold Answer:      [['Claude Miller', 'Blake Edwards', 'François Truffaut', 'Jim McBride']]
Predicted Ans:    François Truffaut
Predicted Path:   Stolen Kisses --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[directed_by]--> François Truffaut
Path (Raw):       Stolen Kisses --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.025218
Path Entropy(↓):  0.149526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a night in heaven were released in which years
Start Entity:     A Night in Heaven
Gold Answer:      [['1968', '1980', '1988', '1992', '1989', '1991', '1982', '1994', '1999', '1984']]
Predicted Ans:    1982
Predicted Path:   A Night in Heaven --[starred_actors]--> Lesley Ann Warren --[(INV) starred_actors]--> Victor Victoria --[release_year]--> 1982
Path (Raw):       A Night in Heaven --[starred_actors]--> Lesley Ann Warren --[(INV) starred_actors]--> Victor Victoria --[release_year]--> 1982
Neg LogProb(↓):   0.197035
Path Entropy(↓):  0.590907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the road to wellville released
Start Entity:     The Road to Wellville
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   The Road to Wellville --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Path (Raw):       The Road to Wellville --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Neg LogProb(↓):   2.735457
Path Entropy(↓):  4.149920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with steve hamilton shaw
Start Entity:     Steve Hamilton Shaw
Gold Answer:      [['Geoff Deane']]
Predicted Ans:    Steve Hamilton Shaw
Predicted Path:   Steve Hamilton Shaw --[(INV) written_by]--> It's a Boy Girl Thing --[written_by]--> Steve Hamilton Shaw
Path (Raw):       Steve Hamilton Shaw --[No Operation]--> Steve Hamilton Shaw --[(INV) written_by]--> It's a Boy Girl Thing --[written_by]--> Steve Hamilton Shaw
Neg LogProb(↓):   0.022530
Path Entropy(↓):  0.106776
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed david copperfield
Start Entity:     David Copperfield
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'June Allyson', 'Ronald Colman', 'Anton Walbrook', 'Diana Wynyard', 'Frank Pettingell', 'Cary Grant', 'Joan Bennett', 'Ginger Rogers', 'Katharine Hepburn', 'Janet Gaynor', 'May Robson', 'Anthony Quinn', 'Winona Ryder', 'Spring Byington', 'Charles Ruggles', 'Vivien Leigh', 'John Barrymore', 'Kay Francis', 'Doris Nolan', 'Lew Ayres', 'Claire Bloom', 'Anthony Franciosa', 'James Franco', 'Maurice Chevalier', 'Jean Harlow', 'Sienna Miller', 'Efrem Zimbalist Jr.', 'William Holden', 'Adolphe Menjou', 'Joseph Cotten', 'Broderick Crawford', 'Bill Travers', 'Abraham Sofaer', 'Joel McCrea', 'Lionel Barrymore', 'Tony Randall', 'Teresa Wright', 'Claudette Colbert', 'Anna Magnani', 'Constance Bennett', 'Rosalind Russell', 'Signe Hasso', 'Ava Gardner', 'Charles Boyer', 'Deborah Kerr', 'Norma Shearer', 'James Mason', 'James Stewart', 'Anthony Perkins', 'Jane Fonda', 'Wallace Beery', 'Fredric March', 'Shirley Temple', 'Stewart Granger', 'Mary Boland', 'Joan Crawford', 'Melvyn Douglas', 'John Goodman', 'Melanie Griffith', 'Don Johnson', 'Leslie Howard', 'Barbra Streisand', 'Jeanette MacDonald', 'Judy Garland', 'Judy Holliday', 'Aldo Ray', 'Madge Kennedy', 'Genevieve Tobin', 'Olivia Hussey', 'Leonard Whiting', 'Conrad Veidt', 'Andy Lau', 'Mitzi Gaynor', 'Jack Lemmon', 'Kay Kendall', 'Elizabeth Allan', 'Yves Montand', 'Ingrid Bergman', 'Kris Kristofferson', 'Taina Elg', 'Robert Taylor', 'Marilyn Monroe', 'Shelley Winters', 'Ruth Hussey', 'Lowell Sherman', 'Gene Kelly', 'Jean Simmons', 'Herbert Marshall', 'Spencer Tracy']]
Predicted Ans:    Wallace Beery
Predicted Path:   David Copperfield --[directed_by]--> George Cukor --[(INV) directed_by]--> Dinner at Eight --[starred_actors]--> Wallace Beery
Path (Raw):       David Copperfield --[directed_by]--> George Cukor --[(INV) directed_by]--> Dinner at Eight --[starred_actors]--> Wallace Beery
Neg LogProb(↓):   1.396470
Path Entropy(↓):  2.449393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by sewell stokes released
Start Entity:     Sewell Stokes
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Sewell Stokes --[(INV) written_by]--> Isadora --[release_year]--> 1968
Path (Raw):       Sewell Stokes --[No Operation]--> Sewell Stokes --[(INV) written_by]--> Isadora --[release_year]--> 1968
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the doorway to hell are written by who
Start Entity:     The Doorway to Hell
Gold Answer:      [['Abem Finkel', 'Jo Swerling', 'Maurice Hanline', 'Philip Klein', 'Robert Lord', 'J. Grubb Alexander', "John O'Hara", 'Joseph Fields', 'Harry Segall', 'Willard Robertson', 'Gregory Nava', 'Casey Robinson', 'W.R. Burnett', 'Wallace Smith', 'Laird Doyle', 'Carroll Graham', 'Roland Kibbee', 'William Wister Haines']]
Predicted Ans:    J. Grubb Alexander
Predicted Path:   The Doorway to Hell --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[written_by]--> J. Grubb Alexander
Path (Raw):       The Doorway to Hell --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[written_by]--> J. Grubb Alexander
Neg LogProb(↓):   0.678479
Path Entropy(↓):  1.254391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film i saw what you did
Start Entity:     I Saw What You Did
Gold Answer:      [['Frederick Lonsdale', 'Ray Russell', 'George Franklin', 'William H. Macy', 'Harry Brown', 'Dariel Telfer', 'Jerome Odlum', 'Donald Ogden Stewart', 'Tod Browning', 'Philip Yordan', 'Samuel Fuller', 'Ferenc Molnár', 'James M. Cain', 'Henry F. Greenberg', 'Anita Loos', 'Robert Bloch', 'Silvia Richards', 'Rita Weiman', 'Charles MacArthur', 'Michael Gottlieb', 'Thomas B. Allen', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Clifford Odets', 'Roy Chanslor', 'Bernard Girard', 'Edward Rugoff', 'Jack Jevne', 'Hall Bartlett', 'John Michael Hayes', 'Ted Shane', 'George Kelly', 'David Hertz', 'Elizabeth Janeway', 'Joseph L. Mankiewicz', 'Lukas Heller', 'Henry Farrell', 'Rachel Crothers', 'A. Carter Goodloe', 'Zachary Gold', 'Peter Bryan', 'Jan Lustig', 'Jean Rouverol', 'Ranald MacDougall', 'Lucien Hubbard', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'Ben Ames Williams', 'Jean Howell', 'Francis de Croisset', 'Bayard Veiller', 'Nicholas Monsarrat', 'Fannie Hurst', 'Edgar Selwyn', 'Raymond Chandler', 'Helen MacInnes', 'Edna L. Lee', 'John Gilling', 'Aben Kandel', 'Paul Harrison', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'Ainsworth Morgan', 'Jerry Paris', 'Edward Barry Roberts', 'James Warner Bellah', 'Hugo Butler', 'S.K. Lauren', 'Robert Wilder', 'Roger Corman', 'James Gunn', 'Richard Sale', 'Lawrence Hazard', 'George Worthing Yates', 'Charles Kaufman']]
Predicted Ans:    James M. Cain
Predicted Path:   I Saw What You Did --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> James M. Cain
Path (Raw):       I Saw What You Did --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> James M. Cain
Neg LogProb(↓):   1.626653
Path Entropy(↓):  2.725111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by jon cryer
Start Entity:     Jon Cryer
Gold Answer:      [['Jerry Schatzberg', 'Richard Schenkman', 'Paul Aaron', 'Terry Winsor']]
Predicted Ans:    Richard Schenkman
Predicted Path:   Jon Cryer --[(INV) starred_actors]--> Went to Coney Island on a Mission from God... Be Back by Five --[directed_by]--> Richard Schenkman
Path (Raw):       Jon Cryer --[No Operation]--> Jon Cryer --[(INV) starred_actors]--> Went to Coney Island on a Mission from God... Be Back by Five --[directed_by]--> Richard Schenkman
Neg LogProb(↓):   0.003771
Path Entropy(↓):  0.024959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the salt of the earth were in which languages
Start Entity:     The Salt of the Earth
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Salt of the Earth --[starred_actors]--> Wim Wenders --[(INV) starred_actors]--> Room 666 --[in_language]--> German
Path (Raw):       The Salt of the Earth --[starred_actors]--> Wim Wenders --[(INV) starred_actors]--> Room 666 --[in_language]--> German
Neg LogProb(↓):   0.715376
Path Entropy(↓):  1.359615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the new land
Start Entity:     The New Land
Gold Answer:      [['Swedish', 'English', 'Danish', 'Norwegian', 'German']]
Predicted Ans:    Swedish
Predicted Path:   The New Land --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[in_language]--> Swedish
Path (Raw):       The New Land --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[in_language]--> Swedish
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the color purple
Start Entity:     The Color Purple
Gold Answer:      [['Henry Thomas', 'Brad Johnson', 'Max von Sydow', 'Sally Field', 'Dustin Hoffman', 'Tom Cruise', 'Peter Coyote', 'Holly Hunter', "Frances O'Connor", 'Harrison Ford', 'Nigel Havers', 'Tom Sizemore', 'Miranda Richardson', 'Andy Serkis', 'Anthony Hopkins', 'Peter Mullan', 'François Truffaut', 'Ralph Fiennes', 'Alison Doody', 'Goldie Hawn', 'Edward Burns', 'Haley Joel Osment', 'John Malkovich', 'Ben Johnson', 'Robert Shaw', 'Martin Sheen', 'Nigel Hawthorne', 'Robin Williams', 'Paul Freeman', 'Ned Beatty', 'Karen Allen', 'Jamie Bell', 'Ronald Lacey', 'Barry Pepper', 'Nick Frost', 'Christopher Walken', 'Ben Kingsley', 'William Atherton', 'Christian Bale', 'Justin Chatwin', 'Julia Roberts', 'Dee Wallace', 'Emily Watson', 'Michael Sacks', 'Liam Neeson', 'Leonardo DiCaprio', 'Cate Blanchett', 'Roy Scheider', 'Melinda Dillon', 'Daniel Craig', 'Shia LaBeouf', 'Dan Aykroyd', 'John Belushi', 'Teri Garr', 'John Goodman', 'Sean Connery', 'Djimon Hounsou', 'Dakota Fanning', 'Jeremy Irvine', 'Richard Dreyfuss', 'Tom Hanks', 'Denholm Elliott', 'Morgan Freeman', 'Bob Hoskins', 'Dennis Weaver', 'Robert MacNaughton', 'Lorraine Gary']]
Predicted Ans:    Frances O'Connor
Predicted Path:   The Color Purple --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[starred_actors]--> Frances O'Connor
Path (Raw):       The Color Purple --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[starred_actors]--> Frances O'Connor
Neg LogProb(↓):   0.471589
Path Entropy(↓):  1.364578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie boyhood
Start Entity:     Boyhood
Gold Answer:      [['Charlie Kaufman', 'Christopher Hampton', 'Rudolph Grey', 'Scott Alexander', 'Larry Karaszewski', 'David Lynch', 'Ole Bornedal', 'Joseph Conrad', 'Joe Connelly', 'David O. Russell', 'Paul Schrader', 'Barry Gifford', 'Ron Peer', 'Quentin Tarantino', 'Robby Henson']]
Predicted Ans:    Paul Schrader
Predicted Path:   Boyhood --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Bringing Out the Dead --[written_by]--> Paul Schrader
Path (Raw):       Boyhood --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Bringing Out the Dead --[written_by]--> Paul Schrader
Neg LogProb(↓):   0.765490
Path Entropy(↓):  0.837940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film star 80
Start Entity:     Star 80
Gold Answer:      [['Jon Gunn', 'Armand Mastroianni', 'Stuart Rosenberg', 'Eric Red', 'Robert Towne', 'Woody Allen', 'Melissa Painter', "Declan O'Brien", 'Forest Whitaker', 'Phil Joanou', 'Alan Rudolph', 'Brian Grant', 'Nick Lyon', 'Kevin Tenney', 'Victor Salva', 'Ivan Passer', 'Robert Benton', 'Phillip Borsos', 'Greg Carter', 'Jack Perez', 'Larry Cohen', 'Tom DiCillo']]
Predicted Ans:    Robert Benton
Predicted Path:   Star 80 --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Nobody's Fool --[directed_by]--> Robert Benton
Path (Raw):       Star 80 --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Nobody's Fool --[directed_by]--> Robert Benton
Neg LogProb(↓):   0.525611
Path Entropy(↓):  1.100440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the ghoul
Start Entity:     The Ghoul
Gold Answer:      [['Terry O. Morse', 'J. Lee Thompson', 'Robert Wise', 'Edward Dmytryk', 'Cecil B. DeMille', 'Andrew Marton', 'Lew Landers', 'Charles Lamont', 'John Brahm', 'Charles Brabin', 'Rouben Mamoulian', 'Ulli Lommel', 'David Mamet', 'Karl Freund', 'Nick Grinde', 'Erle C. Kenton', 'John Ford', 'Mark Robson', 'J. Searle Dawley', 'Terence Fisher', 'Michael Curtiz', 'Stephen Sommers', 'Jacques Tourneur', 'Douglas Sirk', 'Anthony Asquith', 'David Ondaatje', 'Joe May', 'Preston A. Whitmore II', 'Jesper Ganslandt', 'Laurence Olivier', 'Mario Bava', 'William Nigh', 'Alfred Hitchcock', 'John Farrow', 'Roger Corman', 'James Whale', 'Edwin L. Marin', 'Joseph Pevney', 'Robert Day', 'Maurice Elvey', 'Rowland V. Lee', 'Edgar G. Ulmer', 'Robert Stevenson', 'James McTeigue', 'Roy William Neill', 'Compton Bennett']]
Predicted Ans:    David Mamet
Predicted Path:   The Ghoul --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Path (Raw):       The Ghoul --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Neg LogProb(↓):   0.606092
Path Entropy(↓):  1.293913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film hobson's choice
Start Entity:     Hobson's Choice
Gold Answer:      [['1998', '1946', '1949', '1948', '1944', '2005', '1982', '1945', '2012', '1955', '1984']]
Predicted Ans:    1984
Predicted Path:   Hobson's Choice --[written_by]--> David Lean --[(INV) written_by]--> A Passage to India --[release_year]--> 1984
Path (Raw):       Hobson's Choice --[written_by]--> David Lean --[(INV) written_by]--> A Passage to India --[release_year]--> 1984
Neg LogProb(↓):   1.114153
Path Entropy(↓):  1.574893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of crazy / beautiful
Start Entity:     Crazy/Beautiful
Gold Answer:      [['All Good Things', 'Bring It On', 'Melancholia', 'Dick', 'The Two Faces of January', 'True Heart', 'Spider-Man', 'Upside Down', 'The Rookie', 'Bachelorette', 'Elizabethtown', 'Mona Lisa Smile', 'The Virgin Suicides', 'Get Over It', 'Hostel', 'Quarantine', 'Wimbledon', 'Spider-Man 3', 'Jumanji', 'Spider-Man 2', "The Cat's Meow", 'Drop Dead Gorgeous']]
Predicted Ans:    The Rookie
Predicted Path:   Crazy/Beautiful --[starred_actors]--> Jay Hernandez --[(INV) starred_actors]--> The Rookie
Path (Raw):       Crazy/Beautiful --[starred_actors]--> Jay Hernandez --[No Operation]--> Jay Hernandez --[(INV) starred_actors]--> The Rookie
Neg LogProb(↓):   0.452451
Path Entropy(↓):  0.761390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by graham baker
Start Entity:     Graham Baker
Gold Answer:      [['Roger Avary', 'David Chappe', 'Mark Leahy', 'Neil Gaiman']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Graham Baker --[(INV) directed_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Path (Raw):       Graham Baker --[No Operation]--> Graham Baker --[(INV) directed_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.824385
Path Entropy(↓):  1.620842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films written by tom hunsinger
Start Entity:     Tom Hunsinger
Gold Answer:      [['Neil Hunter']]
Predicted Ans:    Neil Hunter
Predicted Path:   Tom Hunsinger --[(INV) directed_by]--> Lawless Heart --[directed_by]--> Neil Hunter
Path (Raw):       Tom Hunsinger --[No Operation]--> Tom Hunsinger --[(INV) directed_by]--> Lawless Heart --[directed_by]--> Neil Hunter
Neg LogProb(↓):   0.376059
Path Entropy(↓):  0.848911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of dave annable starred movies
Start Entity:     Dave Annable
Gold Answer:      [['Rob Hedden']]
Predicted Ans:    Rob Hedden
Predicted Path:   Dave Annable --[(INV) starred_actors]--> You May Not Kiss the Bride --[directed_by]--> Rob Hedden
Path (Raw):       Dave Annable --[No Operation]--> Dave Annable --[(INV) starred_actors]--> You May Not Kiss the Bride --[directed_by]--> Rob Hedden
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by elle fanning fall under
Start Entity:     Elle Fanning
Gold Answer:      [['Drama', 'Fantasy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Elle Fanning --[(INV) starred_actors]--> Twixt --[has_genre]--> Horror
Path (Raw):       Elle Fanning --[No Operation]--> Elle Fanning --[(INV) starred_actors]--> Twixt --[has_genre]--> Horror
Neg LogProb(↓):   0.209329
Path Entropy(↓):  0.522615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed millennium actress
Start Entity:     Millennium Actress
Gold Answer:      [['2006', '2003', '1997']]
Predicted Ans:    2003
Predicted Path:   Millennium Actress --[directed_by]--> Satoshi Kon --[(INV) directed_by]--> Tokyo Godfathers --[release_year]--> 2003
Path (Raw):       Millennium Actress --[directed_by]--> Satoshi Kon --[(INV) directed_by]--> Tokyo Godfathers --[release_year]--> 2003
Neg LogProb(↓):   0.071259
Path Entropy(↓):  0.258829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is rio bravo
Start Entity:     Rio Bravo
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Rio Bravo --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Rio Bravo --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.197027
Path Entropy(↓):  2.797159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by marilyn monroe
Start Entity:     marilyn monroe
Gold Answer:      [['Clash by Night', 'How to Marry a Millionaire', 'My Week with Marilyn', 'The Asphalt Jungle', 'The Seven Year Itch', 'Niagara', 'Some Like It Hot', 'Bus Stop', 'Gentlemen Prefer Blondes']]
Predicted Ans:    The Shepherd of the Hills
Predicted Path:   marilyn monroe --[(INV) has_tags]--> Niagara --[has_tags]--> henry hathaway --[(INV) has_tags]--> The Shepherd of the Hills
Path (Raw):       marilyn monroe --[(INV) has_tags]--> Niagara --[has_tags]--> henry hathaway --[(INV) has_tags]--> The Shepherd of the Hills
Neg LogProb(↓):   0.396505
Path Entropy(↓):  0.906636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of angel is also the director of which movies
Start Entity:     Angel
Gold Answer:      [['The Crying Game', 'In Dreams', 'Heaven Can Wait', 'Trouble in Paradise', 'If I Had a Million', 'To Be or Not to Be', 'The Student Prince in Old Heidelberg', 'The Company of Wolves', 'That Lady in Ermine', 'Breakfast on Pluto', 'Byzantium', 'Ninotchka', 'That Uncertain Feeling', 'One Hour with You', 'Mona Lisa', 'Design for Living', 'The Good Thief', 'Broken Lullaby', 'The Love Parade', 'The Brave One', "I Don't Want to Be a Man", 'Ondine', "Lady Windermere's Fan", 'The Shop Around the Corner', 'The Loves of Pharaoh', 'Monte Carlo', 'High Spirits', 'The Butcher Boy', 'The End of the Affair', 'The Smiling Lieutenant', 'Michael Collins', 'Carmen', 'Cluny Brown', "We're No Angels", 'The Merry Widow']]
Predicted Ans:    Carmen
Predicted Path:   Angel --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> Carmen
Path (Raw):       Angel --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> Carmen --[No Operation]--> Carmen
Neg LogProb(↓):   1.415186
Path Entropy(↓):  2.455054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter michael blodgett
Start Entity:     Michael Blodgett
Gold Answer:      [['Chuck Norris']]
Predicted Ans:    Chuck Norris
Predicted Path:   Michael Blodgett --[(INV) written_by]--> Hero and the Terror --[starred_actors]--> Chuck Norris
Path (Raw):       Michael Blodgett --[No Operation]--> Michael Blodgett --[(INV) written_by]--> Hero and the Terror --[starred_actors]--> Chuck Norris
Neg LogProb(↓):   0.000173
Path Entropy(↓):  0.001672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the convent
Start Entity:     The Convent
Gold Answer:      [['John Malkovich', 'Leonor Silveira', 'Catherine Deneuve', 'Marcello Mastroianni']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   The Convent --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Path (Raw):       The Convent --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.270284
Path Entropy(↓):  0.764068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of george oppenheimer written movies
Start Entity:     George Oppenheimer
Gold Answer:      [['Vincent Sherman', 'William K. Howard', 'Jack Conway']]
Predicted Ans:    William K. Howard
Predicted Path:   George Oppenheimer --[(INV) written_by]--> Rendezvous --[directed_by]--> William K. Howard
Path (Raw):       George Oppenheimer --[No Operation]--> George Oppenheimer --[(INV) written_by]--> Rendezvous --[directed_by]--> William K. Howard
Neg LogProb(↓):   0.017889
Path Entropy(↓):  0.096758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of erin o'brien starred movies
Start Entity:     Erin O'Brien
Gold Answer:      [['Norman Taurog']]
Predicted Ans:    Norman Taurog
Predicted Path:   Erin O'Brien --[(INV) starred_actors]--> Onionhead --[directed_by]--> Norman Taurog
Path (Raw):       Erin O'Brien --[No Operation]--> Erin O'Brien --[(INV) starred_actors]--> Onionhead --[directed_by]--> Norman Taurog
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by laurie heineman
Start Entity:     Laurie Heineman
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Laurie Heineman --[(INV) starred_actors]--> Save the Tiger --[release_year]--> 1973
Path (Raw):       Laurie Heineman --[No Operation]--> Laurie Heineman --[(INV) starred_actors]--> Save the Tiger --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie gregory's girl were in which genres
Start Entity:     Gregory's Girl
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gregory's Girl --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[has_genre]--> Comedy
Path (Raw):       Gregory's Girl --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[has_genre]--> Comedy
Neg LogProb(↓):   0.085055
Path Entropy(↓):  0.358055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with jeanne jordan
Start Entity:     Jeanne Jordan
Gold Answer:      [['Steven Ascher']]
Predicted Ans:    Steven Ascher
Predicted Path:   Jeanne Jordan --[(INV) written_by]--> So Much So Fast --[written_by]--> Steven Ascher
Path (Raw):       Jeanne Jordan --[No Operation]--> Jeanne Jordan --[(INV) written_by]--> So Much So Fast --[written_by]--> Steven Ascher
Neg LogProb(↓):   0.186385
Path Entropy(↓):  0.455959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote the perez family
Start Entity:     The Perez Family
Gold Answer:      [['Christine Bell']]
Predicted Ans:    Christine Bell
Predicted Path:   The Perez Family --[written_by]--> Christine Bell --[(INV) written_by]--> The Perez Family --[written_by]--> Christine Bell
Path (Raw):       The Perez Family --[written_by]--> Christine Bell --[(INV) written_by]--> The Perez Family --[written_by]--> Christine Bell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of trader horn is also the director of which movies
Start Entity:     Trader Horn
Gold Answer:      [['Forsaking All Others', 'Stand Up and Fight', 'White Shadows in the South Seas', 'I Love You Again', 'The Thin Man', 'Rage in Heaven', 'Personal Property', 'Sweethearts']]
Predicted Ans:    Sweethearts
Predicted Path:   Trader Horn --[directed_by]--> W.S. Van Dyke --[(INV) directed_by]--> Sweethearts
Path (Raw):       Trader Horn --[directed_by]--> W.S. Van Dyke --[(INV) directed_by]--> Sweethearts --[No Operation]--> Sweethearts
Neg LogProb(↓):   0.877958
Path Entropy(↓):  1.539261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the party director
Start Entity:     The Party
Gold Answer:      [['Rod Amateau', 'Blake Edwards', 'Steve Martin', 'Nico Mastorakis', 'Maurice Richlin', 'Joseph Stone', 'Stanley Shapiro', 'Gordon Gordon', 'Harry Kurnitz', 'Paul King', 'William Peter Blatty', 'François Truffaut', 'Arthur A. Ross', 'Michael Crichton', 'Marcel Achard', 'Truman Capote', 'Mildred Gordon']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Party --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       The Party --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   2.283869
Path Entropy(↓):  2.742006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by alex nicol fall under
Start Entity:     Alex Nicol
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Alex Nicol --[(INV) starred_actors]--> The Redhead from Wyoming --[has_genre]--> Western
Path (Raw):       Alex Nicol --[No Operation]--> Alex Nicol --[(INV) starred_actors]--> The Redhead from Wyoming --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in city of joy
Start Entity:     City of Joy
Gold Answer:      [['Patrick Swayze', 'Shabana Azmi', 'Om Puri']]
Predicted Ans:    Patrick Swayze
Predicted Path:   City of Joy --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> The Fox and the Hound 2 --[starred_actors]--> Patrick Swayze
Path (Raw):       City of Joy --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> The Fox and the Hound 2 --[starred_actors]--> Patrick Swayze
Neg LogProb(↓):   0.070369
Path Entropy(↓):  0.324128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film accident
Start Entity:     Accident
Gold Answer:      [['Thriller']]
Predicted Ans:    Drama
Predicted Path:   Accident --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Accident --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.288873
Path Entropy(↓):  4.549715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by seth grossman
Start Entity:     Seth Grossman
Gold Answer:      [['Yaron Zilberman']]
Predicted Ans:    Yaron Zilberman
Predicted Path:   Seth Grossman --[(INV) written_by]--> A Late Quartet --[directed_by]--> Yaron Zilberman
Path (Raw):       Seth Grossman --[No Operation]--> Seth Grossman --[(INV) written_by]--> A Late Quartet --[directed_by]--> Yaron Zilberman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie come and see
Start Entity:     Come and See
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Come and See --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Path (Raw):       Come and See --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Neg LogProb(↓):   3.055505
Path Entropy(↓):  4.321976
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of me and you and everyone we know
Start Entity:     Me and You and Everyone We Know
Gold Answer:      [['Miranda July']]
Predicted Ans:    Miles Thompson
Predicted Path:   Me and You and Everyone We Know --[directed_by]--> Miranda July --[(INV) directed_by]--> Me and You and Everyone We Know --[starred_actors]--> Miles Thompson
Path (Raw):       Me and You and Everyone We Know --[directed_by]--> Miranda July --[(INV) directed_by]--> Me and You and Everyone We Know --[starred_actors]--> Miles Thompson
Neg LogProb(↓):   0.174928
Path Entropy(↓):  0.565824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of the lathe of heaven
Start Entity:     The Lathe of Heaven
Gold Answer:      [['2002']]
Predicted Ans:    1980
Predicted Path:   The Lathe of Heaven --[written_by]--> Ursula K. Le Guin --[(INV) written_by]--> The Lathe of Heaven --[release_year]--> 1980
Path (Raw):       The Lathe of Heaven --[written_by]--> Ursula K. Le Guin --[(INV) written_by]--> The Lathe of Heaven --[release_year]--> 1980
Neg LogProb(↓):   0.009897
Path Entropy(↓):  0.055302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed world on a wire
Start Entity:     World on a Wire
Gold Answer:      [['1976', '1970', '1978', '1975', '1971', '1972', '1982', '1961', '1979', '1981', '1969', '1974']]
Predicted Ans:    1976
Predicted Path:   World on a Wire --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Chinese Roulette --[release_year]--> 1976
Path (Raw):       World on a Wire --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Chinese Roulette --[release_year]--> 1976
Neg LogProb(↓):   2.107899
Path Entropy(↓):  2.764147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film kiss me deadly released
Start Entity:     Kiss Me Deadly
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Kiss Me Deadly --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       Kiss Me Deadly --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   1.645765
Path Entropy(↓):  3.306630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the 7th dawn
Start Entity:     The 7th Dawn
Gold Answer:      [['William Holden', 'Capucine']]
Predicted Ans:    William Holden
Predicted Path:   The 7th Dawn --[starred_actors]--> William Holden --[(INV) starred_actors]--> S.O.B. --[starred_actors]--> William Holden
Path (Raw):       The 7th Dawn --[starred_actors]--> William Holden --[(INV) starred_actors]--> S.O.B. --[starred_actors]--> William Holden
Neg LogProb(↓):   0.611991
Path Entropy(↓):  1.413477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie anne frank remembered were released in which years
Start Entity:     Anne Frank Remembered
Gold Answer:      [['1980', '1959']]
Predicted Ans:    1995
Predicted Path:   Anne Frank Remembered --[written_by]--> Anne Frank --[(INV) written_by]--> Anne Frank Remembered --[release_year]--> 1995
Path (Raw):       Anne Frank Remembered --[written_by]--> Anne Frank --[(INV) written_by]--> Anne Frank Remembered --[release_year]--> 1995
Neg LogProb(↓):   0.069800
Path Entropy(↓):  0.319774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film the truman show was directed by who
Start Entity:     The Truman Show
Gold Answer:      [['Peter Weir']]
Predicted Ans:    Peter Weir
Predicted Path:   The Truman Show --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[directed_by]--> Peter Weir
Path (Raw):       The Truman Show --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[directed_by]--> Peter Weir
Neg LogProb(↓):   0.210390
Path Entropy(↓):  0.500857
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film air hawks were in which genres
Start Entity:     Air Hawks
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Air Hawks --[starred_actors]--> Ralph Bellamy --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Air Hawks --[starred_actors]--> Ralph Bellamy --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.987973
Path Entropy(↓):  1.805063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of lucie aubrac
Start Entity:     Lucie Aubrac
Gold Answer:      [['Germinal', 'Hunting and Gathering', 'The Two of Us', 'Uranus', 'Jean de Florette']]
Predicted Ans:    Jean de Florette
Predicted Path:   Lucie Aubrac --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette
Path (Raw):       Lucie Aubrac --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[No Operation]--> Jean de Florette
Neg LogProb(↓):   0.000939
Path Entropy(↓):  0.008695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of railroaded! is also the director of which films
Start Entity:     Railroaded!
Gold Answer:      [["Devil's Doorway", 'The Tin Star', 'The Man from Laramie', 'Strategic Air Command', 'T-Men', 'Thunder Bay', 'The Far Country', 'Desperate', 'The Last Frontier', 'The Fall of the Roman Empire', 'Cimarron', 'The Furies', 'Raw Deal', 'The Heroes of Telemark', 'The Naked Spur', 'Men in War', 'Man of the West', 'Side Street', 'The Great Flamarion', 'The Glenn Miller Story', 'He Walked by Night', "Winchester '73", 'El Cid', "God's Little Acre", 'Border Incident', 'Bend of the River']]
Predicted Ans:    Winchester '73
Predicted Path:   Railroaded! --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73
Path (Raw):       Railroaded! --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[No Operation]--> Winchester '73
Neg LogProb(↓):   0.974928
Path Entropy(↓):  2.172389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film count three and pray released
Start Entity:     Count Three and Pray
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Count Three and Pray --[release_year]--> 1955 --[(INV) release_year]--> Pete Kelly's Blues --[release_year]--> 1955
Path (Raw):       Count Three and Pray --[release_year]--> 1955 --[(INV) release_year]--> Pete Kelly's Blues --[release_year]--> 1955
Neg LogProb(↓):   2.857762
Path Entropy(↓):  4.014921
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by rene wheeler
Start Entity:     René Wheeler
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   René Wheeler --[(INV) written_by]--> The Chorus --[release_year]--> 2004
Path (Raw):       René Wheeler --[No Operation]--> René Wheeler --[(INV) written_by]--> The Chorus --[release_year]--> 2004
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie bend it like beckham
Start Entity:     Bend It Like Beckham
Gold Answer:      [['football', 'keira knightley', 'london']]
Predicted Ans:    football
Predicted Path:   Bend It Like Beckham --[has_tags]--> football --[(INV) has_tags]--> The Football Factory --[has_tags]--> football
Path (Raw):       Bend It Like Beckham --[has_tags]--> football --[(INV) has_tags]--> The Football Factory --[has_tags]--> football
Neg LogProb(↓):   0.489064
Path Entropy(↓):  0.670192
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by kim nguyen release
Start Entity:     Kim Nguyen
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Kim Nguyen --[(INV) written_by]--> War Witch --[release_year]--> 2012
Path (Raw):       Kim Nguyen --[No Operation]--> Kim Nguyen --[(INV) written_by]--> War Witch --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie we live again were in which genres
Start Entity:     We Live Again
Gold Answer:      [['Music', 'Biography', 'Drama', 'War', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   We Live Again --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Path (Raw):       We Live Again --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Neg LogProb(↓):   0.077753
Path Entropy(↓):  0.341844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The soloist, when was it released
Start Entity:     The Soloist
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   The Soloist --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       The Soloist --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.142691
Path Entropy(↓):  4.826765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by leo townsend release
Start Entity:     Leo Townsend
Gold Answer:      [['1944', '1946']]
Predicted Ans:    1944
Predicted Path:   Leo Townsend --[(INV) written_by]--> Can't Help Singing --[release_year]--> 1944
Path (Raw):       Leo Townsend --[No Operation]--> Leo Townsend --[(INV) written_by]--> Can't Help Singing --[release_year]--> 1944
Neg LogProb(↓):   0.274763
Path Entropy(↓):  0.791200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by chelsea handler
Start Entity:     Chelsea Handler
Gold Answer:      [['Max Werner']]
Predicted Ans:    Max Werner
Predicted Path:   Chelsea Handler --[(INV) starred_actors]--> Fun Size --[written_by]--> Max Werner
Path (Raw):       Chelsea Handler --[No Operation]--> Chelsea Handler --[(INV) starred_actors]--> Fun Size --[written_by]--> Max Werner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with de - lovely in
Start Entity:     De-Lovely
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   De-Lovely --[written_by]--> Jay Cocks --[(INV) written_by]--> Gangs of New York --[in_language]--> Irish
Path (Raw):       De-Lovely --[written_by]--> Jay Cocks --[(INV) written_by]--> Gangs of New York --[in_language]--> Irish
Neg LogProb(↓):   0.001277
Path Entropy(↓):  0.010330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of winged migration
Start Entity:     Winged Migration
Gold Answer:      [['Jacques Perrin', 'Jacques Cluzaud']]
Predicted Ans:    Jacques Perrin
Predicted Path:   Winged Migration --[written_by]--> Jean Dorst --[(INV) written_by]--> Winged Migration --[directed_by]--> Jacques Perrin
Path (Raw):       Winged Migration --[written_by]--> Jean Dorst --[(INV) written_by]--> Winged Migration --[directed_by]--> Jacques Perrin
Neg LogProb(↓):   0.079703
Path Entropy(↓):  0.345196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of comedy of power
Start Entity:     Comedy of Power
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Comedy of Power --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Comedy of Power --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.487252
Path Entropy(↓):  4.623239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film los olvidados
Start Entity:     Los Olvidados
Gold Answer:      [['Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Los Olvidados --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[written_by]--> Luis Buñuel
Path (Raw):       Los Olvidados --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[written_by]--> Luis Buñuel
Neg LogProb(↓):   1.089196
Path Entropy(↓):  1.756577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by attila dargay
Start Entity:     Attila Dargay
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Attila Dargay --[(INV) directed_by]--> The Little Fox --[release_year]--> 1981
Path (Raw):       Attila Dargay --[No Operation]--> Attila Dargay --[(INV) directed_by]--> The Little Fox --[release_year]--> 1981
Neg LogProb(↓):   0.000041
Path Entropy(↓):  0.000451
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by pharaoh's army actors
Start Entity:     Pharaoh's Army
Gold Answer:      [['English', 'Spanish', 'German']]
Predicted Ans:    Spanish
Predicted Path:   Pharaoh's Army --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Elegy --[in_language]--> Spanish
Path (Raw):       Pharaoh's Army --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Elegy --[in_language]--> Spanish
Neg LogProb(↓):   0.416335
Path Entropy(↓):  0.643086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is resurrecting the champ
Start Entity:     Resurrecting the Champ
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Sport
Predicted Path:   Resurrecting the Champ --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Path (Raw):       Resurrecting the Champ --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   2.926636
Path Entropy(↓):  0.298658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by anna gourari
Start Entity:     Anna Gourari
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Drama
Predicted Path:   Anna Gourari --[(INV) starred_actors]--> Invincible --[has_genre]--> Drama
Path (Raw):       Anna Gourari --[No Operation]--> Anna Gourari --[(INV) starred_actors]--> Invincible --[has_genre]--> Drama
Neg LogProb(↓):   0.003417
Path Entropy(↓):  0.022781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the hanging garden
Start Entity:     The Hanging Garden
Gold Answer:      [['Thom Fitzgerald', 'Tim Marback', 'Steven Hillyer']]
Predicted Ans:    Thom Fitzgerald
Predicted Path:   The Hanging Garden --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> 3 Needles --[written_by]--> Thom Fitzgerald
Path (Raw):       The Hanging Garden --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> 3 Needles --[written_by]--> Thom Fitzgerald
Neg LogProb(↓):   0.241322
Path Entropy(↓):  0.643380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jorge d'elia were in which languages
Start Entity:     Jorge D'Elía
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Jorge D'Elía --[(INV) starred_actors]--> Lost Embrace --[in_language]--> Spanish
Path (Raw):       Jorge D'Elía --[No Operation]--> Jorge D'Elía --[(INV) starred_actors]--> Lost Embrace --[in_language]--> Spanish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by lee child
Start Entity:     Lee Child
Gold Answer:      [['Christopher McQuarrie']]
Predicted Ans:    Christopher McQuarrie
Predicted Path:   Lee Child --[(INV) written_by]--> Jack Reacher --[directed_by]--> Christopher McQuarrie
Path (Raw):       Lee Child --[No Operation]--> Lee Child --[(INV) written_by]--> Jack Reacher --[directed_by]--> Christopher McQuarrie
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by edward bernds
Start Entity:     Edward Bernds
Gold Answer:      [['Charles Beaumont', 'Ben Hecht']]
Predicted Ans:    Edward Bernds
Predicted Path:   Edward Bernds --[(INV) directed_by]--> World Without End --[written_by]--> Edward Bernds
Path (Raw):       Edward Bernds --[No Operation]--> Edward Bernds --[(INV) directed_by]--> World Without End --[written_by]--> Edward Bernds
Neg LogProb(↓):   0.845900
Path Entropy(↓):  0.771803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films starred by stand up and fight actors
Start Entity:     Stand Up and Fight
Gold Answer:      [['Romance', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Stand Up and Fight --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Stand Up and Fight --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.715989
Path Entropy(↓):  0.807696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does ciaran hinds star in
Start Entity:     Ciarán Hinds
Gold Answer:      [['The Debt', 'Persuasion', 'The Eclipse', 'Oscar and Lucinda', 'Titanic Town']]
Predicted Ans:    The Eclipse
Predicted Path:   Ciarán Hinds --[(INV) starred_actors]--> The Eclipse --[starred_actors]--> Ciarán Hinds --[(INV) starred_actors]--> The Eclipse
Path (Raw):       Ciarán Hinds --[(INV) starred_actors]--> The Eclipse --[starred_actors]--> Ciarán Hinds --[(INV) starred_actors]--> The Eclipse
Neg LogProb(↓):   0.750405
Path Entropy(↓):  1.377546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did earl baldwin write
Start Entity:     Earl Baldwin
Gold Answer:      [['Here Comes the Navy', 'Wild Boys of the Road', 'Brother Orchid']]
Predicted Ans:    Here Comes the Navy
Predicted Path:   Earl Baldwin --[(INV) written_by]--> Here Comes the Navy --[written_by]--> Ben Markson --[(INV) written_by]--> Here Comes the Navy
Path (Raw):       Earl Baldwin --[(INV) written_by]--> Here Comes the Navy --[written_by]--> Ben Markson --[(INV) written_by]--> Here Comes the Navy
Neg LogProb(↓):   0.361084
Path Entropy(↓):  0.627109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of dancing lady
Start Entity:     Dancing Lady
Gold Answer:      [['Henry Fonda', 'Vera Miles', 'David Farrar', 'John Wayne', 'James Stewart', 'Lyle Bettger', 'Ben Johnson', 'Lana Turner', "Maureen O'Hara", 'Lee Marvin']]
Predicted Ans:    John Wayne
Predicted Path:   Dancing Lady --[written_by]--> James Warner Bellah --[(INV) written_by]--> Rio Grande --[starred_actors]--> John Wayne
Path (Raw):       Dancing Lady --[written_by]--> James Warner Bellah --[(INV) written_by]--> Rio Grande --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.089064
Path Entropy(↓):  0.413409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of yam laranas directed films
Start Entity:     Yam Laranas
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   Yam Laranas --[(INV) directed_by]--> The Road --[release_year]--> 2009
Path (Raw):       Yam Laranas --[No Operation]--> Yam Laranas --[(INV) directed_by]--> The Road --[release_year]--> 2009
Neg LogProb(↓):   0.472575
Path Entropy(↓):  0.662430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film habit
Start Entity:     Habit
Gold Answer:      [['Larry Fessenden']]
Predicted Ans:    Larry Fessenden
Predicted Path:   Habit --[written_by]--> Larry Fessenden --[(INV) written_by]--> Wendigo --[written_by]--> Larry Fessenden
Path (Raw):       Habit --[written_by]--> Larry Fessenden --[(INV) written_by]--> Wendigo --[written_by]--> Larry Fessenden
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the paper
Start Entity:     The Paper
Gold Answer:      [['Richard Maibaum', 'Cyril Hume', 'David Saperstein', 'Akiva Goldsman', 'Gregory Widen', 'Ron Howard', 'Peter Morgan', 'Sylvia Nasar', 'Bob Dolman', 'Al Reinert', 'Thomas Eidson', 'Kim Wozencraft', 'George Lucas', 'Lowell Ganz', 'Babaloo Mandel', 'Jeffrey Kluger', 'Jim Lovell', 'Dan Brown']]
Predicted Ans:    Akiva Goldsman
Predicted Path:   The Paper --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Path (Raw):       The Paper --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Neg LogProb(↓):   1.012315
Path Entropy(↓):  1.239908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by harvey wheeler
Start Entity:     Harvey Wheeler
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Harvey Wheeler --[(INV) written_by]--> Fail Safe --[has_genre]--> Drama
Path (Raw):       Harvey Wheeler --[No Operation]--> Harvey Wheeler --[(INV) written_by]--> Fail Safe --[has_genre]--> Drama
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie the place promised in our early days in a few words
Start Entity:     The Place Promised in Our Early Days
Gold Answer:      [['anime', 'makoto shinkai']]
Predicted Ans:    makoto shinkai
Predicted Path:   The Place Promised in Our Early Days --[has_tags]--> makoto shinkai --[(INV) has_tags]--> The Place Promised in Our Early Days --[has_tags]--> makoto shinkai
Path (Raw):       The Place Promised in Our Early Days --[has_tags]--> makoto shinkai --[(INV) has_tags]--> The Place Promised in Our Early Days --[has_tags]--> makoto shinkai
Neg LogProb(↓):   0.122521
Path Entropy(↓):  0.387369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie calamity jane are written by who
Start Entity:     Calamity Jane
Gold Answer:      [['Robert E. Sherwood', 'Larry Gelbart', 'Janet Green', 'Dick Maas', 'Joseph Fields', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'George Abbott', 'Richard Bissell', 'John D. Klorer', 'Frank Tashlin', 'Sidney Sheldon', 'Jean Kerr', 'John Wyndham', 'Isobel Lennart', 'Maurice Richlin', 'I.A.L. Diamond', 'Russell Rouse', 'Charles Crichton', 'Edna Ferber', 'Clarence Greene', 'Peter De Vries', 'Jack Rose', 'Daniel Fuchs', 'Norman Katkov', 'Claude Magnier', 'Max Wilk', 'Jerome Kern', 'Everett Freeman', 'Stanley Shapiro', 'Paul Henning', 'Oscar Hammerstein II', 'Clair Huffaker', 'Karl Tunberg', 'Carl Reiner', 'Andrew L. Stone', 'Norman Barasch', 'Carroll Moore', 'Arthur Mayse', 'Julius J. Epstein', 'John Lee Mahin', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    Dick Maas
Predicted Path:   Calamity Jane --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Path (Raw):       Calamity Jane --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Neg LogProb(↓):   0.161532
Path Entropy(↓):  0.645635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote very happy alexander
Start Entity:     Very Happy Alexander
Gold Answer:      [['Gene Wilder', 'John Roberts', 'Yves Robert']]
Predicted Ans:    Yves Robert
Predicted Path:   Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[directed_by]--> Yves Robert
Path (Raw):       Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[directed_by]--> Yves Robert
Neg LogProb(↓):   0.182916
Path Entropy(↓):  0.565891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with senna in
Start Entity:     Senna
Gold Answer:      [['Hindi', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Senna --[directed_by]--> Asif Kapadia --[(INV) directed_by]--> The Return --[in_language]--> Russian
Path (Raw):       Senna --[directed_by]--> Asif Kapadia --[(INV) directed_by]--> The Return --[in_language]--> Russian
Neg LogProb(↓):   0.011855
Path Entropy(↓):  0.069738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did sami frey act in
Start Entity:     Sami Frey
Gold Answer:      [['Black Widow', 'Anthony Zimmer']]
Predicted Ans:    Black Widow
Predicted Path:   Sami Frey --[(INV) starred_actors]--> Anthony Zimmer --[starred_actors]--> Sami Frey --[(INV) starred_actors]--> Black Widow
Path (Raw):       Sami Frey --[(INV) starred_actors]--> Anthony Zimmer --[starred_actors]--> Sami Frey --[(INV) starred_actors]--> Black Widow
Neg LogProb(↓):   0.643762
Path Entropy(↓):  1.083913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by susan seidelman
Start Entity:     Susan Seidelman
Gold Answer:      [['Meryl Streep', 'John Malkovich', 'Lili Taylor', 'Marcia Gay Harden', 'Juliette Lewis', 'Roseanne Barr', 'Ann Magnuson', 'Madonna', 'Rosanna Arquette', 'Judy Davis']]
Predicted Ans:    Marcia Gay Harden
Predicted Path:   Susan Seidelman --[(INV) directed_by]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Path (Raw):       Susan Seidelman --[No Operation]--> Susan Seidelman --[(INV) directed_by]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Neg LogProb(↓):   0.609934
Path Entropy(↓):  1.128946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of if a man answers
Start Entity:     If a Man Answers
Gold Answer:      [['Debbie Reynolds', 'Julie Andrews', 'Elvis Presley', 'Mary Tyler Moore']]
Predicted Ans:    Julie Andrews
Predicted Path:   If a Man Answers --[written_by]--> Richard Morris --[(INV) written_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Path (Raw):       If a Man Answers --[written_by]--> Richard Morris --[(INV) written_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Neg LogProb(↓):   0.021372
Path Entropy(↓):  0.122441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote flanders
Start Entity:     Flanders
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Flanders --[written_by]--> Bruno Dumont --[(INV) written_by]--> Flanders --[in_language]--> French
Path (Raw):       Flanders --[written_by]--> Bruno Dumont --[(INV) written_by]--> Flanders --[in_language]--> French
Neg LogProb(↓):   0.000373
Path Entropy(↓):  0.003496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the secret of dr. kildare are directed by who
Start Entity:     The Secret of Dr. Kildare
Gold Answer:      [['Jean Negulesco', 'Robert Siodmak', 'George Cukor', 'Delbert Mann', 'Archie Mayo', 'Walter Lang', 'Lewis Milestone', 'Vincent Sherman', 'Henry King']]
Predicted Ans:    Delbert Mann
Predicted Path:   The Secret of Dr. Kildare --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Path (Raw):       The Secret of Dr. Kildare --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Neg LogProb(↓):   0.705758
Path Entropy(↓):  1.335260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by tamra davis
Start Entity:     Tamra Davis
Gold Answer:      [['Chris Rock', 'Neal Brennan', 'Dave Chappelle', 'John Fusco', 'Matthew Bright', 'Tim Herlihy', 'Shonda Rhimes', 'Adam Sandler']]
Predicted Ans:    John Fusco
Predicted Path:   Tamra Davis --[(INV) directed_by]--> Crossroads --[written_by]--> John Fusco
Path (Raw):       Tamra Davis --[No Operation]--> Tamra Davis --[(INV) directed_by]--> Crossroads --[written_by]--> John Fusco
Neg LogProb(↓):   0.031875
Path Entropy(↓):  0.173987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of david villalpando starred movies
Start Entity:     David Villalpando
Gold Answer:      [['Anna Thomas', 'Gregory Nava']]
Predicted Ans:    Gregory Nava
Predicted Path:   David Villalpando --[(INV) starred_actors]--> El Norte --[written_by]--> Gregory Nava
Path (Raw):       David Villalpando --[No Operation]--> David Villalpando --[(INV) starred_actors]--> El Norte --[written_by]--> Gregory Nava
Neg LogProb(↓):   0.023351
Path Entropy(↓):  0.110817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of foxcatcher
Start Entity:     Foxcatcher
Gold Answer:      [['Paul Newman', 'Woody Harrelson', 'Linda Fiorentino', 'Elisabeth Shue', 'Dermot Mulroney', 'Gina Gershon']]
Predicted Ans:    Paul Newman
Predicted Path:   Foxcatcher --[written_by]--> E. Max Frye --[(INV) written_by]--> Where the Money Is --[starred_actors]--> Paul Newman
Path (Raw):       Foxcatcher --[written_by]--> E. Max Frye --[(INV) written_by]--> Where the Money Is --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.000135
Path Entropy(↓):  0.001364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by patricia rozema
Start Entity:     Patricia Rozema
Gold Answer:      [['When Night Is Falling', 'Mansfield Park']]
Predicted Ans:    Mansfield Park
Predicted Path:   Patricia Rozema --[(INV) directed_by]--> Mansfield Park --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park
Path (Raw):       Patricia Rozema --[(INV) directed_by]--> Mansfield Park --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park
Neg LogProb(↓):   0.062916
Path Entropy(↓):  0.274179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by nick park
Start Entity:     Nick Park
Gold Answer:      [['1995', '2000', '2008', '1989', '1993']]
Predicted Ans:    1989
Predicted Path:   Nick Park --[(INV) written_by]--> A Grand Day Out --[release_year]--> 1989
Path (Raw):       Nick Park --[No Operation]--> Nick Park --[(INV) written_by]--> A Grand Day Out --[release_year]--> 1989
Neg LogProb(↓):   0.589866
Path Entropy(↓):  1.001640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of straight to hell
Start Entity:     Straight to Hell
Gold Answer:      [['Chloe Webb', 'Emilio Estevez', 'Harry Dean Stanton', 'Gary Oldman']]
Predicted Ans:    Emilio Estevez
Predicted Path:   Straight to Hell --[written_by]--> Alex Cox --[(INV) written_by]--> Repo Man --[starred_actors]--> Emilio Estevez
Path (Raw):       Straight to Hell --[written_by]--> Alex Cox --[(INV) written_by]--> Repo Man --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.002663
Path Entropy(↓):  0.018871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by roger vadim
Start Entity:     Roger Vadim
Gold Answer:      [['Terence Stamp', 'Jane Fonda', 'Brigitte Bardot', 'Alain Delon']]
Predicted Ans:    Terence Stamp
Predicted Path:   Roger Vadim --[(INV) written_by]--> Spirits of the Dead --[starred_actors]--> Terence Stamp
Path (Raw):       Roger Vadim --[No Operation]--> Roger Vadim --[(INV) written_by]--> Spirits of the Dead --[starred_actors]--> Terence Stamp
Neg LogProb(↓):   0.141296
Path Entropy(↓):  0.425894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in history is made at night
Start Entity:     History Is Made at Night
Gold Answer:      [['Western', 'Biography', 'Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   History Is Made at Night --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[has_genre]--> Drama
Path (Raw):       History Is Made at Night --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[has_genre]--> Drama
Neg LogProb(↓):   0.867504
Path Entropy(↓):  0.968739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by thomas page
Start Entity:     Thomas Page
Gold Answer:      [['Jeannot Szwarc', 'William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   Thomas Page --[(INV) written_by]--> Bug --[directed_by]--> William Friedkin
Path (Raw):       Thomas Page --[No Operation]--> Thomas Page --[(INV) written_by]--> Bug --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.072510
Path Entropy(↓):  0.253493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
David palmer directed films together with who
Start Entity:     David Palmer
Gold Answer:      [['Dax Shepard']]
Predicted Ans:    David Palmer
Predicted Path:   David Palmer --[(INV) directed_by]--> Hit and Run --[directed_by]--> David Palmer
Path (Raw):       David Palmer --[No Operation]--> David Palmer --[(INV) directed_by]--> Hit and Run --[directed_by]--> David Palmer
Neg LogProb(↓):   0.003429
Path Entropy(↓):  0.022848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies together with kim leona
Start Entity:     Kim Leona
Gold Answer:      [['Per Fly', 'Mogens Rukov']]
Predicted Ans:    Kim Leona
Predicted Path:   Kim Leona --[(INV) written_by]--> The Inheritance --[written_by]--> Kim Leona
Path (Raw):       Kim Leona --[No Operation]--> Kim Leona --[(INV) written_by]--> The Inheritance --[written_by]--> Kim Leona
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie it's always fair weather
Start Entity:     It's Always Fair Weather
Gold Answer:      [['1980', '1970', '1954', '1967', '1974', '1984', '1963', '1957', '1951', '1976', '1962', '1978', '2000', '1949', '1975', '1966', '1960', '1969', '1952', '1958']]
Predicted Ans:    1957
Predicted Path:   It's Always Fair Weather --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road --[release_year]--> 1957
Path (Raw):       It's Always Fair Weather --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road --[release_year]--> 1957
Neg LogProb(↓):   0.775639
Path Entropy(↓):  1.457404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
John waters appears in which movies
Start Entity:     John Waters
Gold Answer:      [['Divine Trash', 'This Filthy World']]
Predicted Ans:    Divine Trash
Predicted Path:   John Waters --[(INV) starred_actors]--> Divine Trash --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash
Path (Raw):       John Waters --[(INV) starred_actors]--> Divine Trash --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash
Neg LogProb(↓):   0.001534
Path Entropy(↓):  0.012179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie now and then
Start Entity:     Now and Then
Gold Answer:      [['George Cukor', 'John Schlesinger', 'Nick Ormerod', 'Declan Donnellan', 'Brian De Palma', 'Franco Amurri', 'Mike Nichols', 'Adrian Lyne', 'Patty Jenkins', 'Sean McConville', 'Scott Marshall', 'Jonathan Demme', 'Nick Hamm', 'Richard Benjamin', 'Stanley Kubrick', 'David Seltzer', 'Don Roos', 'Erik Skjoldbjærg', 'Ken Annakin', 'Sally Potter', 'Fernando Trueba', 'Benjamin Ross', 'Lee Tamahori', 'Sarah Spillane', 'John Waters', 'Joe Dante', 'Morgan J. Freeman', 'Eric Mandelbaum', 'Gideon Raff', 'Brian Gilbert', 'Robert Benton', 'Jack Garfein', 'Vincent Gallo', 'Luis Mandoki', 'Stuart Gillard', 'Sidney Lumet', 'Garry Marshall', 'Tim Burton', 'Craig Brewer', 'Diablo Cody', 'Gabe Ibáñez', 'Mary Agnes Donoghue', 'Bob Spiers', 'Brian Levant', 'Antonio Banderas', 'Anthony Abrams', 'Adam Larson Broder', 'Sam Mendes', 'Mike Figgis']]
Predicted Ans:    Robert Benton
Predicted Path:   Now and Then --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Nobody's Fool --[directed_by]--> Robert Benton
Path (Raw):       Now and Then --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Nobody's Fool --[directed_by]--> Robert Benton
Neg LogProb(↓):   0.913818
Path Entropy(↓):  1.607302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by lisa arnold released
Start Entity:     Lisa Arnold
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Lisa Arnold --[(INV) starred_actors]--> Flywheel --[release_year]--> 2003
Path (Raw):       Lisa Arnold --[No Operation]--> Lisa Arnold --[(INV) starred_actors]--> Flywheel --[release_year]--> 2003
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film what ever happened to aunt alice?
Start Entity:     What Ever Happened to Aunt Alice?
Gold Answer:      [['Ursula Curtiss', 'Theodore Apstein']]
Predicted Ans:    Ursula Curtiss
Predicted Path:   What Ever Happened to Aunt Alice? --[written_by]--> Theodore Apstein --[(INV) written_by]--> What Ever Happened to Aunt Alice? --[written_by]--> Ursula Curtiss
Path (Raw):       What Ever Happened to Aunt Alice? --[written_by]--> Theodore Apstein --[(INV) written_by]--> What Ever Happened to Aunt Alice? --[written_by]--> Ursula Curtiss
Neg LogProb(↓):   0.539947
Path Entropy(↓):  0.897436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by joseph zito in
Start Entity:     Joseph Zito
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Joseph Zito --[(INV) directed_by]--> Invasion U.S.A. --[has_genre]--> Action
Path (Raw):       Joseph Zito --[No Operation]--> Joseph Zito --[(INV) directed_by]--> Invasion U.S.A. --[has_genre]--> Action
Neg LogProb(↓):   0.053138
Path Entropy(↓):  0.242938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by elmer rice released
Start Entity:     Elmer Rice
Gold Answer:      [['1931', '1933']]
Predicted Ans:    1931
Predicted Path:   Elmer Rice --[(INV) written_by]--> Street Scene --[release_year]--> 1931
Path (Raw):       Elmer Rice --[No Operation]--> Elmer Rice --[(INV) written_by]--> Street Scene --[release_year]--> 1931
Neg LogProb(↓):   0.000602
Path Entropy(↓):  0.005068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed captain newman, m. d.
Start Entity:     Captain Newman, M.D.
Gold Answer:      [['Edward Abbey', 'Clare Boothe Luce', 'Janet Green', 'Donald Freed', 'Mark Lane', 'Frank Tashlin', 'William Ludwig', 'Ben Roberts', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'Eleanore Griffin', 'Dalton Trumbo', 'Mac Benoff', 'Harpo Marx', 'Walter Noble Burns', 'Nicholas Monsarrat', 'Fannie Hurst', 'Ivan Goff', 'Charles Kaufman']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Captain Newman, M.D. --[directed_by]--> David Miller --[(INV) directed_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Path (Raw):       Captain Newman, M.D. --[directed_by]--> David Miller --[(INV) directed_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.617529
Path Entropy(↓):  1.498150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by keith merryman
Start Entity:     Keith Merryman
Gold Answer:      [['Tim Story']]
Predicted Ans:    Tim Story
Predicted Path:   Keith Merryman --[(INV) written_by]--> Think Like a Man Too --[directed_by]--> Tim Story
Path (Raw):       Keith Merryman --[No Operation]--> Keith Merryman --[(INV) written_by]--> Think Like a Man Too --[directed_by]--> Tim Story
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie sweet bird of youth were in which genres
Start Entity:     Sweet Bird of Youth
Gold Answer:      [['Family', 'Western', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Sweet Bird of Youth --[written_by]--> Richard Brooks --[(INV) written_by]--> Crisis --[has_genre]--> Drama
Path (Raw):       Sweet Bird of Youth --[written_by]--> Richard Brooks --[(INV) written_by]--> Crisis --[has_genre]--> Drama
Neg LogProb(↓):   0.027333
Path Entropy(↓):  0.156895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by bill condon
Start Entity:     bill condon
Gold Answer:      [['Kinsey', 'Gods and Monsters']]
Predicted Ans:    Gods and Monsters
Predicted Path:   bill condon --[(INV) has_tags]--> Gods and Monsters --[has_tags]--> bill condon --[(INV) has_tags]--> Gods and Monsters
Path (Raw):       bill condon --[(INV) has_tags]--> Gods and Monsters --[has_tags]--> bill condon --[(INV) has_tags]--> Gods and Monsters
Neg LogProb(↓):   0.012232
Path Entropy(↓):  0.072556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the little thief director
Start Entity:     The Little Thief
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Little Thief --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[in_language]--> French
Path (Raw):       The Little Thief --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[in_language]--> French
Neg LogProb(↓):   0.365436
Path Entropy(↓):  0.694104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed road to perdition
Start Entity:     Road to Perdition
Gold Answer:      [['Sam Mendes']]
Predicted Ans:    Sam Mendes
Predicted Path:   Road to Perdition --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Away We Go --[directed_by]--> Sam Mendes
Path (Raw):       Road to Perdition --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Away We Go --[directed_by]--> Sam Mendes
Neg LogProb(↓):   0.151371
Path Entropy(↓):  0.432345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with little caesar fall under
Start Entity:     Little Caesar
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Little Caesar --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       Little Caesar --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   0.552680
Path Entropy(↓):  1.400245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie miller's crossing released
Start Entity:     Miller's Crossing
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Miller's Crossing --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Miller's Crossing --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   1.832863
Path Entropy(↓):  3.634546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by herbert gronemeyer
Start Entity:     Herbert Grönemeyer
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Herbert Grönemeyer --[(INV) starred_actors]--> Das Boot --[release_year]--> 1981
Path (Raw):       Herbert Grönemeyer --[No Operation]--> Herbert Grönemeyer --[(INV) starred_actors]--> Das Boot --[release_year]--> 1981
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by laz alonso
Start Entity:     Laz Alonso
Gold Answer:      [['Benson Lee', 'James McBride']]
Predicted Ans:    Benson Lee
Predicted Path:   Laz Alonso --[(INV) starred_actors]--> Battle of the Year --[written_by]--> Benson Lee
Path (Raw):       Laz Alonso --[No Operation]--> Laz Alonso --[(INV) starred_actors]--> Battle of the Year --[written_by]--> Benson Lee
Neg LogProb(↓):   0.227489
Path Entropy(↓):  0.505174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film love streams
Start Entity:     Love Streams
Gold Answer:      [['1968', '1980', '1976', '1963', '1970', '2007', '1959', '1999', '2002', '1986', '1974', '2013', '1977']]
Predicted Ans:    1974
Predicted Path:   Love Streams --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[release_year]--> 1974
Path (Raw):       Love Streams --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[release_year]--> 1974
Neg LogProb(↓):   1.659708
Path Entropy(↓):  1.784623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film new york, i love you were released in which years
Start Entity:     New York, I Love You
Gold Answer:      [['2000', '2009', '2001', '2008', '1990', '2003', '2005', '2010', '2004', '2006', '2014', '2011', '2007']]
Predicted Ans:    2001
Predicted Path:   New York, I Love You --[starred_actors]--> Rachel Bilson --[(INV) starred_actors]--> The Last Kiss --[release_year]--> 2001
Path (Raw):       New York, I Love You --[starred_actors]--> Rachel Bilson --[(INV) starred_actors]--> The Last Kiss --[release_year]--> 2001
Neg LogProb(↓):   0.119508
Path Entropy(↓):  0.415431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie spin
Start Entity:     Spin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Spin --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Spin --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.370774
Path Entropy(↓):  4.923904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by andrei rublev writers
Start Entity:     Andrei Rublev
Gold Answer:      [['Drama', 'Crime', 'Short']]
Predicted Ans:    Crime
Predicted Path:   Andrei Rublev --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[has_genre]--> Crime
Path (Raw):       Andrei Rublev --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[has_genre]--> Crime
Neg LogProb(↓):   0.827104
Path Entropy(↓):  1.163647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with lol
Start Entity:     LOL
Gold Answer:      [['All the Light in the Sky', 'Nights and Weekends', 'Drinking Buddies', 'Hannah Takes the Stairs', 'Happy Christmas']]
Predicted Ans:    Happy Christmas
Predicted Path:   LOL --[written_by]--> Joe Swanberg --[(INV) written_by]--> Happy Christmas
Path (Raw):       LOL --[written_by]--> Joe Swanberg --[(INV) written_by]--> Happy Christmas --[No Operation]--> Happy Christmas
Neg LogProb(↓):   0.647284
Path Entropy(↓):  1.378825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie we bought a zoo
Start Entity:     We Bought a Zoo
Gold Answer:      [['Cameron Crowe', 'Alejandro Amenábar', 'Mateo Gil']]
Predicted Ans:    Cameron Crowe
Predicted Path:   We Bought a Zoo --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Pearl Jam Twenty --[written_by]--> Cameron Crowe
Path (Raw):       We Bought a Zoo --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Pearl Jam Twenty --[written_by]--> Cameron Crowe
Neg LogProb(↓):   0.879996
Path Entropy(↓):  1.413447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the sting were directed by who
Start Entity:     The Sting
Gold Answer:      [['David S. Ward', 'Robert Redford', 'Jeremy Kagan', 'Tony Bill']]
Predicted Ans:    Tony Bill
Predicted Path:   The Sting --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[directed_by]--> Tony Bill
Path (Raw):       The Sting --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[directed_by]--> Tony Bill
Neg LogProb(↓):   0.440772
Path Entropy(↓):  1.209673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by amber benson were released in which years
Start Entity:     Amber Benson
Gold Answer:      [['2002', '2010']]
Predicted Ans:    2010
Predicted Path:   Amber Benson --[(INV) directed_by]--> Drones --[release_year]--> 2010
Path (Raw):       Amber Benson --[No Operation]--> Amber Benson --[(INV) directed_by]--> Drones --[release_year]--> 2010
Neg LogProb(↓):   0.176881
Path Entropy(↓):  0.443276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film'til there was you
Start Entity:     'Til There Was You
Gold Answer:      [['Winnie Holzman']]
Predicted Ans:    Winnie Holzman
Predicted Path:   'Til There Was You --[written_by]--> Winnie Holzman --[(INV) written_by]--> 'Til There Was You --[written_by]--> Winnie Holzman
Path (Raw):       'Til There Was You --[written_by]--> Winnie Holzman --[(INV) written_by]--> 'Til There Was You --[written_by]--> Winnie Holzman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by hall bartlett fall under
Start Entity:     Hall Bartlett
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hall Bartlett --[(INV) directed_by]--> The Caretakers --[has_genre]--> Drama
Path (Raw):       Hall Bartlett --[No Operation]--> Hall Bartlett --[(INV) directed_by]--> The Caretakers --[has_genre]--> Drama
Neg LogProb(↓):   0.026225
Path Entropy(↓):  0.120228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the take
Start Entity:     The Take
Gold Answer:      [['2011', '2013']]
Predicted Ans:    2013
Predicted Path:   The Take --[directed_by]--> Brad Furman --[(INV) directed_by]--> Runner Runner --[release_year]--> 2013
Path (Raw):       The Take --[directed_by]--> Brad Furman --[(INV) directed_by]--> Runner Runner --[release_year]--> 2013
Neg LogProb(↓):   0.076646
Path Entropy(↓):  0.276233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jafar panahi were in which genres
Start Entity:     Jafar Panahi
Gold Answer:      [['Drama', 'Documentary', 'Family']]
Predicted Ans:    Documentary
Predicted Path:   Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[has_genre]--> Documentary
Path (Raw):       Jafar Panahi --[No Operation]--> Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[has_genre]--> Documentary
Neg LogProb(↓):   0.122034
Path Entropy(↓):  0.491118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the violent men
Start Entity:     The Violent Men
Gold Answer:      [['Seton I. Miller', 'Jeanie Macpherson', 'Delmer Daves', 'Grace Zaring Stone', 'Benjamin Glazer', 'Cornell Woolrich', 'Giulio Paradisi', 'Ovidio G. Assonitis', 'Claude Binyon', 'Robert N. Lee', 'John Patrick', 'Arnold Schulman', 'Gordon Gordon', 'Nunnally Johnson', 'Samuel Fuller', 'Bernard C. Schoenfeld', 'James M. Cain', 'Marcia Davenport', 'Leonard Kantor', 'Georges Simenon', 'Alfred Hayes', 'Robert Bloch', 'Richard Connell', 'Earl Baldwin', 'Frank Harris', 'W.R. Burnett', 'Albert Camus', 'Edmund Goulding', 'Don Mankiewicz', 'Jonathan Latimer', 'Robert Lord', 'J. Grubb Alexander', 'Darryl F. Zanuck', 'Jo Eisinger', 'Clifford Odets', 'Byron Morgan', 'Louis Weitzenkorn', 'Billy Wilder', 'Sonya Levien', 'Sydney Boehm', 'William P. McGivern', 'Isobel Lennart', 'Hal Kanter', 'Robert Rossen', 'Ursula Parrott', 'Max Catto', 'Thomas Job', 'Martin Vale', 'Richard Brooks', 'Donald S. Sanford', 'Olive Higgins Prouty', 'Paul Wellman', 'Jack London', 'Howard Lindsay', 'Preston Sturges', 'Jo Swerling', 'Ketti Frings', 'Harry Tugend', 'Ernest Haycox', 'Thomas McCarthy', 'William Bowers', 'Milton Herbert Gropper', 'William Ludwig', 'Max Brand', 'Marjorie Lawrence', 'Irving Wallace', 'Maxwell Anderson', 'Damon Runyon', 'Elbert Hubbard', 'Lucien Hubbard', 'Joseph Jackson', 'Victor Trivas', 'Edna Ferber', 'Luchino Visconti', 'Humphrey Pearson', 'John Meehan', 'Prosper Mérimée', 'Carol Ryrie Brink', 'Heinz Herald', 'Norman Burnstine', 'Robert Riskin', 'Mark Toby', 'Raymond Chandler', 'Grace Perkins', 'Leon G. Turrou', 'John Huston', 'John Wexley', 'Barré Lyndon', 'John Dickson Carr', 'Georges de La Fouchardière', 'Ernest Lehman', 'Jack Schaefer', 'Ernest K. Gann', 'Lucille Fletcher', 'Irwin Shaw', 'Tad Mosel', 'Barry Storm', 'Jerome Weidman', 'Ben Perry', 'Gypsy Rose Lee', 'Frank Capra', 'John Godey', 'AJ Carothers', 'Howard Estabrook', 'David Belasco', 'Achmed Abdullah', 'Dalton Trumbo', 'Francis Edward Faragoh', 'William Brinkley', 'Dorothy Mackaye', 'Carlton Miles', 'Cameron Hawley', 'Marjorie Carleton', 'Lewis Meltzer', 'Norman Krasna', 'Martin Dibner', 'John P. Marquand', 'Mildred Gordon', 'Monckton Hoffe']]
Predicted Ans:    Hal Kanter
Predicted Path:   The Violent Men --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[written_by]--> Hal Kanter
Path (Raw):       The Violent Men --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[written_by]--> Hal Kanter
Neg LogProb(↓):   0.866237
Path Entropy(↓):  2.114206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with donovan scott
Start Entity:     Donovan Scott
Gold Answer:      [['Mark Miller', 'Bridgette Andersen']]
Predicted Ans:    Mark Miller
Predicted Path:   Donovan Scott --[(INV) starred_actors]--> Savannah Smiles --[starred_actors]--> Mark Miller
Path (Raw):       Donovan Scott --[No Operation]--> Donovan Scott --[(INV) starred_actors]--> Savannah Smiles --[starred_actors]--> Mark Miller
Neg LogProb(↓):   0.503873
Path Entropy(↓):  0.754649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the mighty is also the director of which movies
Start Entity:     The Mighty
Gold Answer:      [['Funny Bones', 'Hector and the Search for Happiness', 'Hear My Song', 'Serendipity']]
Predicted Ans:    Serendipity
Predicted Path:   The Mighty --[directed_by]--> Peter Chelsom --[(INV) directed_by]--> Serendipity
Path (Raw):       The Mighty --[directed_by]--> Peter Chelsom --[(INV) directed_by]--> Serendipity --[No Operation]--> Serendipity
Neg LogProb(↓):   0.075569
Path Entropy(↓):  0.336068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is the frozen north
Start Entity:     The Frozen North
Gold Answer:      [['Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   The Frozen North --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Frozen North --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.355807
Path Entropy(↓):  4.521574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with helmut berger
Start Entity:     Helmut Berger
Gold Answer:      [['Ben Barnes', 'Glenda Jackson', 'Burt Lancaster', 'Silvana Mangano', 'Michael Caine']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Helmut Berger --[(INV) starred_actors]--> Conversation Piece --[starred_actors]--> Burt Lancaster
Path (Raw):       Helmut Berger --[No Operation]--> Helmut Berger --[(INV) starred_actors]--> Conversation Piece --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.238377
Path Entropy(↓):  0.739074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by hugh marlowe were released in which years
Start Entity:     Hugh Marlowe
Gold Answer:      [['1949', '2008', '1951', '1955', '1956']]
Predicted Ans:    1949
Predicted Path:   Hugh Marlowe --[(INV) starred_actors]--> Twelve O'Clock High --[release_year]--> 1949
Path (Raw):       Hugh Marlowe --[No Operation]--> Hugh Marlowe --[(INV) starred_actors]--> Twelve O'Clock High --[release_year]--> 1949
Neg LogProb(↓):   1.014975
Path Entropy(↓):  1.166042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of murder at the gallop
Start Entity:     Murder at the Gallop
Gold Answer:      [['Murder Most Foul', 'Appointment with Death', 'Witness for the Prosecution', 'And Then There Were None', 'Murder on the Orient Express', 'By the Pricking of My Thumbs', 'Ten Little Indians']]
Predicted Ans:    Witness for the Prosecution
Predicted Path:   Murder at the Gallop --[written_by]--> Agatha Christie --[(INV) written_by]--> Witness for the Prosecution
Path (Raw):       Murder at the Gallop --[No Operation]--> Murder at the Gallop --[written_by]--> Agatha Christie --[(INV) written_by]--> Witness for the Prosecution
Neg LogProb(↓):   0.097555
Path Entropy(↓):  0.435971
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by annabella sciorra in
Start Entity:     Annabella Sciorra
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Annabella Sciorra --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Path (Raw):       Annabella Sciorra --[No Operation]--> Annabella Sciorra --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Neg LogProb(↓):   0.025072
Path Entropy(↓):  0.124913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by king of the jungle actors release
Start Entity:     King of the Jungle
Gold Answer:      [['1998', '1980', '1988', '1970', '1997', '2000', '2001', '1993', '2010', '1996', '2006', '1999', '2002', '2014', '2013']]
Predicted Ans:    2013
Predicted Path:   King of the Jungle --[starred_actors]--> Julie Carmen --[(INV) starred_actors]--> Gloria --[release_year]--> 2013
Path (Raw):       King of the Jungle --[starred_actors]--> Julie Carmen --[(INV) starred_actors]--> Gloria --[release_year]--> 2013
Neg LogProb(↓):   0.738481
Path Entropy(↓):  1.212384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with wheel of time in
Start Entity:     Wheel of Time
Gold Answer:      [['Lao', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   Wheel of Time --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[in_language]--> German
Path (Raw):       Wheel of Time --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[in_language]--> German
Neg LogProb(↓):   0.936495
Path Entropy(↓):  1.561626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie dogs in space starred who
Start Entity:     Dogs in Space
Gold Answer:      [['Michael Hutchence']]
Predicted Ans:    Michael Hutchence
Predicted Path:   Dogs in Space --[starred_actors]--> Michael Hutchence --[(INV) starred_actors]--> Dogs in Space --[starred_actors]--> Michael Hutchence
Path (Raw):       Dogs in Space --[starred_actors]--> Michael Hutchence --[(INV) starred_actors]--> Dogs in Space --[starred_actors]--> Michael Hutchence
Neg LogProb(↓):   0.000590
Path Entropy(↓):  0.005118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the american
Start Entity:     The American
Gold Answer:      [['Control', 'A Most Wanted Man']]
Predicted Ans:    The American
Predicted Path:   The American --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> The American
Path (Raw):       The American --[No Operation]--> The American --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> The American
Neg LogProb(↓):   1.024477
Path Entropy(↓):  1.390386
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film susan slept here
Start Entity:     Susan Slept Here
Gold Answer:      [['William Dieterle', 'Edward Dmytryk', 'Bud Yorkin', 'Michael Hoffman', 'Preston Sturges', 'Ray Enright', 'Frank Borzage', 'Busby Berkeley', 'Henry Koster', 'André De Toth', 'George Marshall', 'Vincent Sherman', 'Hiroshi Teshigahara', 'Max Reinhardt', 'Stanley Donen', 'René Clair', 'Charles Walters', 'Robert Mulligan', 'Vincente Minnelli', 'Gene Kelly', 'Melvin Frank', 'Peter Hall', 'Lloyd Bacon', 'Richard Brooks']]
Predicted Ans:    William Dieterle
Predicted Path:   Susan Slept Here --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       Susan Slept Here --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.798728
Path Entropy(↓):  1.436143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of in praise of older women
Start Entity:     In Praise of Older Women
Gold Answer:      [['Barrie Wexler', 'Stephen Vizinczey', 'Paul Gottlieb']]
Predicted Ans:    Barrie Wexler
Predicted Path:   In Praise of Older Women --[written_by]--> Barrie Wexler --[(INV) written_by]--> In Praise of Older Women --[written_by]--> Barrie Wexler
Path (Raw):       In Praise of Older Women --[written_by]--> Barrie Wexler --[(INV) written_by]--> In Praise of Older Women --[written_by]--> Barrie Wexler
Neg LogProb(↓):   0.145522
Path Entropy(↓):  0.572278
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of hana also wrote which films
Start Entity:     Hana
Gold Answer:      [['Like Father, Like Son', 'After Life', 'Nobody Knows', 'I Wish', 'Air Doll']]
Predicted Ans:    Nobody Knows
Predicted Path:   Hana --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows
Path (Raw):       Hana --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[No Operation]--> Nobody Knows
Neg LogProb(↓):   0.268877
Path Entropy(↓):  0.786290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie airborne starred who
Start Entity:     Airborne
Gold Answer:      [['Chris Conrad', 'Seth Green', 'Shane McDermott', 'Brittney Powell']]
Predicted Ans:    Seth Green
Predicted Path:   Airborne --[starred_actors]--> Seth Green --[(INV) starred_actors]--> Mars Needs Moms --[starred_actors]--> Seth Green
Path (Raw):       Airborne --[starred_actors]--> Seth Green --[(INV) starred_actors]--> Mars Needs Moms --[starred_actors]--> Seth Green
Neg LogProb(↓):   0.614330
Path Entropy(↓):  0.718575
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with john badham
Start Entity:     John Badham
Gold Answer:      [['Vincent Sherman', 'Tod Browning']]
Predicted Ans:    John Badham
Predicted Path:   John Badham --[(INV) directed_by]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Path (Raw):       John Badham --[No Operation]--> John Badham --[(INV) directed_by]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Neg LogProb(↓):   0.377013
Path Entropy(↓):  0.910580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies acted by charles gordone release
Start Entity:     Charles Gordone
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Charles Gordone --[(INV) starred_actors]--> Coonskin --[release_year]--> 1975
Path (Raw):       Charles Gordone --[No Operation]--> Charles Gordone --[(INV) starred_actors]--> Coonskin --[release_year]--> 1975
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of il bidone
Start Entity:     Il Bidone
Gold Answer:      [['Alberto Lattuada', 'Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Pietro Germi', 'Roger Vadim', 'Vittorio De Sica', 'Bob Fosse', 'Louis Malle', 'Roberto Rossellini']]
Predicted Ans:    Federico Fellini
Predicted Path:   Il Bidone --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[directed_by]--> Federico Fellini
Path (Raw):       Il Bidone --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[directed_by]--> Federico Fellini
Neg LogProb(↓):   1.155143
Path Entropy(↓):  1.783207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by paola mendoza fall under
Start Entity:     Paola Mendoza
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Paola Mendoza --[(INV) starred_actors]--> Entre nos --[has_genre]--> Drama
Path (Raw):       Paola Mendoza --[No Operation]--> Paola Mendoza --[(INV) starred_actors]--> Entre nos --[has_genre]--> Drama
Neg LogProb(↓):   0.000199
Path Entropy(↓):  0.001896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed mother and child
Start Entity:     Mother and Child
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Mother and Child --[directed_by]--> Rodrigo García --[(INV) directed_by]--> Mother and Child --[has_genre]--> Drama
Path (Raw):       Mother and Child --[directed_by]--> Rodrigo García --[(INV) directed_by]--> Mother and Child --[has_genre]--> Drama
Neg LogProb(↓):   0.636710
Path Entropy(↓):  1.089312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the homesman
Start Entity:     The Homesman
Gold Answer:      [['Barry Pepper', 'Julio Cedillo', 'Samuel L. Jackson', 'Dwight Yoakam', 'Tommy Lee Jones']]
Predicted Ans:    Tommy Lee Jones
Predicted Path:   The Homesman --[directed_by]--> Tommy Lee Jones --[(INV) directed_by]--> The Sunset Limited --[starred_actors]--> Tommy Lee Jones
Path (Raw):       The Homesman --[directed_by]--> Tommy Lee Jones --[(INV) directed_by]--> The Sunset Limited --[starred_actors]--> Tommy Lee Jones
Neg LogProb(↓):   0.785003
Path Entropy(↓):  1.227361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is as cool as i am in
Start Entity:     As Cool as I Am
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   As Cool as I Am --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       As Cool as I Am --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.119461
Path Entropy(↓):  4.891351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by victor maldonado fall under
Start Entity:     Víctor Maldonado
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Víctor Maldonado --[(INV) written_by]--> Nocturna --[has_genre]--> Animation
Path (Raw):       Víctor Maldonado --[No Operation]--> Víctor Maldonado --[(INV) written_by]--> Nocturna --[has_genre]--> Animation
Neg LogProb(↓):   0.038102
Path Entropy(↓):  0.161342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of sphinx also directed which movies
Start Entity:     Sphinx
Gold Answer:      [['Papillon', 'The Best Man', 'Islands in the Stream', 'Patton', 'Nicholas and Alexandra', 'Planet of the Apes', 'The War Lord', 'The Boys from Brazil']]
Predicted Ans:    The War Lord
Predicted Path:   Sphinx --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> The War Lord
Path (Raw):       Sphinx --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> The War Lord --[No Operation]--> The War Lord
Neg LogProb(↓):   1.017870
Path Entropy(↓):  1.545084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Buck henry was the director of which films
Start Entity:     Buck Henry
Gold Answer:      [['Heaven Can Wait', 'First Family']]
Predicted Ans:    Heaven Can Wait
Predicted Path:   Buck Henry --[(INV) directed_by]--> First Family --[directed_by]--> Buck Henry --[(INV) directed_by]--> Heaven Can Wait
Path (Raw):       Buck Henry --[(INV) directed_by]--> First Family --[directed_by]--> Buck Henry --[(INV) directed_by]--> Heaven Can Wait
Neg LogProb(↓):   1.263871
Path Entropy(↓):  1.339548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by laurent terzieff release
Start Entity:     Laurent Terzieff
Gold Answer:      [['1969', '1936']]
Predicted Ans:    1936
Predicted Path:   Laurent Terzieff --[(INV) starred_actors]--> The Milky Way --[release_year]--> 1936
Path (Raw):       Laurent Terzieff --[No Operation]--> Laurent Terzieff --[(INV) starred_actors]--> The Milky Way --[release_year]--> 1936
Neg LogProb(↓):   0.519911
Path Entropy(↓):  0.675151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of rush hour 3
Start Entity:     Rush Hour 3
Gold Answer:      [['The Tuxedo', 'The Young Master', 'New Police Story', 'Shanghai Noon', 'Little Big Soldier', 'Twin Dragons', 'Police Story', 'Rush Hour', 'The Karate Kid', 'Police Story 2', 'The Myth', 'Dragons Forever', 'Thunderbolt', 'Rush Hour 2', 'The Accidental Spy', 'Island of Fire', 'Spiritual Kung Fu', 'Mr. Nice Guy', "Snake in the Eagle's Shadow", 'Friday', 'Money Talks', 'Gorgeous', 'Crime Story', 'Dead Presidents', 'The Medallion', 'Drunken Master', 'Armour of God', 'The Spy Next Door', 'Around the World in 80 Days', 'Shinjuku Incident', 'The Protector', 'City Hunter', 'Project A', 'The Forbidden Kingdom', 'The Fearless Hyena', 'Wheels on Meals', 'Rumble in the Bronx', 'Who Am I?', '1911']]
Predicted Ans:    Thunderbolt
Predicted Path:   Rush Hour 3 --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Path (Raw):       Rush Hour 3 --[starred_actors]--> Jackie Chan --[No Operation]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Neg LogProb(↓):   1.110954
Path Entropy(↓):  1.741587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed a little help
Start Entity:     A Little Help
Gold Answer:      [['Michael J. Weithorn']]
Predicted Ans:    Michael J. Weithorn
Predicted Path:   A Little Help --[directed_by]--> Michael J. Weithorn --[(INV) directed_by]--> A Little Help --[directed_by]--> Michael J. Weithorn
Path (Raw):       A Little Help --[directed_by]--> Michael J. Weithorn --[(INV) directed_by]--> A Little Help --[directed_by]--> Michael J. Weithorn
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the first beautiful thing
Start Entity:     The First Beautiful Thing
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The First Beautiful Thing --[starred_actors]--> Stefania Sandrelli --[(INV) starred_actors]--> The Key --[in_language]--> Italian
Path (Raw):       The First Beautiful Thing --[starred_actors]--> Stefania Sandrelli --[(INV) starred_actors]--> The Key --[in_language]--> Italian
Neg LogProb(↓):   0.053747
Path Entropy(↓):  0.210368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in lester cole written films
Start Entity:     Lester Cole
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Lester Cole --[(INV) written_by]--> The Invisible Man Returns --[in_language]--> English
Path (Raw):       Lester Cole --[No Operation]--> Lester Cole --[(INV) written_by]--> The Invisible Man Returns --[in_language]--> English
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of breaking point
Start Entity:     Breaking Point
Gold Answer:      [['Shoot to Kill', 'Major League', 'Gettysburg', 'Shattered', 'Betrayed', "One Man's Hero", 'Major League II', 'Sliver', 'Love at Large', 'Sniper 2', 'Chasers', "Rustlers' Rhapsody", 'A Murder of Crows', 'The Dogs of War', 'At Play in the Fields of the Lord', 'Fear City', 'The Big Chill', 'The Substitute', 'Platoon', 'Sniper', 'Someone to Watch Over Me', 'Last of the Dogmen']]
Predicted Ans:    Rustlers' Rhapsody
Predicted Path:   Breaking Point --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody
Path (Raw):       Breaking Point --[starred_actors]--> Tom Berenger --[No Operation]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody
Neg LogProb(↓):   0.916247
Path Entropy(↓):  1.694455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by wyatt cooper
Start Entity:     Wyatt Cooper
Gold Answer:      [['George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   Wyatt Cooper --[(INV) written_by]--> The Chapman Report --[directed_by]--> George Cukor
Path (Raw):       Wyatt Cooper --[No Operation]--> Wyatt Cooper --[(INV) written_by]--> The Chapman Report --[directed_by]--> George Cukor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor christopher eccleston appeared in the same movie with who
Start Entity:     Christopher Eccleston
Gold Answer:      [['Kerry Fox', 'Geoffrey Rush', 'Cameron Diaz', 'Tom Courtenay', 'Hilary Swank', 'Cate Blanchett', 'Joseph Fiennes', 'Ewan McGregor', 'Richard Gere', 'Jordana Brewster']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Christopher Eccleston --[(INV) starred_actors]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Path (Raw):       Christopher Eccleston --[No Operation]--> Christopher Eccleston --[(INV) starred_actors]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.040357
Path Entropy(↓):  0.173429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film the cat came back
Start Entity:     The Cat Came Back
Gold Answer:      [['Animation', 'Short']]
Predicted Ans:    Short
Predicted Path:   The Cat Came Back --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Path (Raw):       The Cat Came Back --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Neg LogProb(↓):   0.987643
Path Entropy(↓):  1.944121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - directors of simon j. smith
Start Entity:     Simon J. Smith
Gold Answer:      [['Eric Darnell']]
Predicted Ans:    Simon J. Smith
Predicted Path:   Simon J. Smith --[(INV) directed_by]--> Penguins of Madagascar --[directed_by]--> Simon J. Smith
Path (Raw):       Simon J. Smith --[No Operation]--> Simon J. Smith --[(INV) directed_by]--> Penguins of Madagascar --[directed_by]--> Simon J. Smith
Neg LogProb(↓):   0.002807
Path Entropy(↓):  0.019685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the language spoken in the film carmina or blow up
Start Entity:     Carmina or Blow Up
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Carmina or Blow Up --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Carmina or Blow Up --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.926263
Path Entropy(↓):  1.902274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did evan adams act in
Start Entity:     Evan Adams
Gold Answer:      [['The Business of Fancydancing']]
Predicted Ans:    The Business of Fancydancing
Predicted Path:   Evan Adams --[(INV) starred_actors]--> The Business of Fancydancing --[starred_actors]--> Evan Adams --[(INV) starred_actors]--> The Business of Fancydancing
Path (Raw):       Evan Adams --[(INV) starred_actors]--> The Business of Fancydancing --[starred_actors]--> Evan Adams --[(INV) starred_actors]--> The Business of Fancydancing
Neg LogProb(↓):   0.883790
Path Entropy(↓):  1.083355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie stuck on you starred who
Start Entity:     Stuck on You
Gold Answer:      [['Matt Damon', 'Greg Kinnear']]
Predicted Ans:    Greg Kinnear
Predicted Path:   Stuck on You --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[starred_actors]--> Greg Kinnear
Path (Raw):       Stuck on You --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[starred_actors]--> Greg Kinnear
Neg LogProb(↓):   0.671797
Path Entropy(↓):  1.198969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of koi... mil gaya
Start Entity:     Koi... Mil Gaya
Gold Answer:      [['Salman Khan', 'Ameesha Patel', 'Priyanka Chopra', 'Hrithik Roshan', 'Rekha', 'Amrish Puri']]
Predicted Ans:    Priyanka Chopra
Predicted Path:   Koi... Mil Gaya --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Krrish --[starred_actors]--> Priyanka Chopra
Path (Raw):       Koi... Mil Gaya --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Krrish --[starred_actors]--> Priyanka Chopra
Neg LogProb(↓):   0.595461
Path Entropy(↓):  1.276998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by howie mandel release
Start Entity:     Howie Mandel
Gold Answer:      [['1986', '1989', '2013', '1987']]
Predicted Ans:    1989
Predicted Path:   Howie Mandel --[(INV) starred_actors]--> Little Monsters --[release_year]--> 1989
Path (Raw):       Howie Mandel --[No Operation]--> Howie Mandel --[(INV) starred_actors]--> Little Monsters --[release_year]--> 1989
Neg LogProb(↓):   1.024693
Path Entropy(↓):  1.227260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of we're no angels
Start Entity:     We're No Angels
Gold Answer:      [['1968', '1934', '2000', '1963', '2003', '1959', '1947', '1945', '1955', '1931']]
Predicted Ans:    1945
Predicted Path:   We're No Angels --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[release_year]--> 1945
Path (Raw):       We're No Angels --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[release_year]--> 1945
Neg LogProb(↓):   0.453737
Path Entropy(↓):  1.200678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by zackie achmat
Start Entity:     Zackie Achmat
Gold Answer:      [['Documentary', 'History']]
Predicted Ans:    Documentary
Predicted Path:   Zackie Achmat --[(INV) starred_actors]--> Fire in the Blood --[has_genre]--> Documentary
Path (Raw):       Zackie Achmat --[No Operation]--> Zackie Achmat --[(INV) starred_actors]--> Fire in the Blood --[has_genre]--> Documentary
Neg LogProb(↓):   0.002070
Path Entropy(↓):  0.014847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor john slattery acted together with who
Start Entity:     John Slattery
Gold Answer:      [['Michael Shannon', 'Linda Cardellini']]
Predicted Ans:    Linda Cardellini
Predicted Path:   John Slattery --[(INV) starred_actors]--> Return --[starred_actors]--> Linda Cardellini
Path (Raw):       John Slattery --[No Operation]--> John Slattery --[(INV) starred_actors]--> Return --[starred_actors]--> Linda Cardellini
Neg LogProb(↓):   0.047833
Path Entropy(↓):  0.189743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by gregg kavet
Start Entity:     Gregg Kavet
Gold Answer:      [['Paul Schneider', 'Aaron Stanford']]
Predicted Ans:    Aaron Stanford
Predicted Path:   Gregg Kavet --[(INV) directed_by]--> Live Free or Die --[starred_actors]--> Aaron Stanford
Path (Raw):       Gregg Kavet --[No Operation]--> Gregg Kavet --[(INV) directed_by]--> Live Free or Die --[starred_actors]--> Aaron Stanford
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of john o'mahony starred movies
Start Entity:     John O'Mahony
Gold Answer:      [['Neil Gaiman']]
Predicted Ans:    Neil Gaiman
Predicted Path:   John O'Mahony --[(INV) starred_actors]--> A Short Film About John Bolton --[directed_by]--> Neil Gaiman
Path (Raw):       John O'Mahony --[No Operation]--> John O'Mahony --[(INV) starred_actors]--> A Short Film About John Bolton --[directed_by]--> Neil Gaiman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by s. r. bindler
Start Entity:     S.R. Bindler
Gold Answer:      [['Surfer, Dude']]
Predicted Ans:    Surfer, Dude
Predicted Path:   S.R. Bindler --[(INV) written_by]--> Surfer, Dude --[written_by]--> S.R. Bindler --[(INV) written_by]--> Surfer, Dude
Path (Raw):       S.R. Bindler --[(INV) written_by]--> Surfer, Dude --[written_by]--> S.R. Bindler --[(INV) written_by]--> Surfer, Dude
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with a lesson in love fall under
Start Entity:     A Lesson in Love
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Lesson in Love --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Summer Interlude --[has_genre]--> Drama
Path (Raw):       A Lesson in Love --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Summer Interlude --[has_genre]--> Drama
Neg LogProb(↓):   0.728759
Path Entropy(↓):  1.489310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of room for one more
Start Entity:     Room for One More
Gold Answer:      [['To Catch a Thief', 'In Name Only', 'Operation Petticoat', 'Every Girl Should Be Married', 'Wings in the Dark', 'Big Brown Eyes', 'Kiss and Make-Up', 'Bringing Up Baby', 'Destination Tokyo', 'An Affair to Remember', 'Notorious', 'The Toast of New York', 'Suspicion', 'North by Northwest', 'The Howards of Virginia', 'Arsenic and Old Lace', 'Monkey Business', 'The Bachelor and the Bobby-Soxer', 'The Eagle and the Hawk', 'Mr. Blandings Builds His Dream House', 'Once Upon a Honeymoon', 'Crisis', "I'm No Angel", 'Suzy', 'Hot Saturday', 'People Will Talk', 'His Girl Friday', 'The Pride and the Passion', "The Bishop's Wife", 'That Touch of Mink', 'Gunga Din', 'Dream Wife', 'Holiday', 'Father Goose', 'Only Angels Have Wings', 'Mr. Lucky', 'Kiss Them for Me', 'Indiscreet', 'The Talk of the Town', 'The Philadelphia Story', 'Born to Be Bad', 'Houseboat', 'Night and Day', 'Blonde Venus', 'Sylvia Scarlett', 'Topper', 'The Awful Truth', 'Penny Serenade', 'She Done Him Wrong', 'Charade', 'My Favorite Wife', 'I Was a Male War Bride', 'The Grass Is Greener']]
Predicted Ans:    An Affair to Remember
Predicted Path:   Room for One More --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember
Path (Raw):       Room for One More --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember
Neg LogProb(↓):   1.413647
Path Entropy(↓):  2.241164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter christopher mcquarrie wrote films together with who
Start Entity:     Christopher McQuarrie
Gold Answer:      [['Darren Lemke', 'Dan Studney', 'Bryan Singer', 'Michael Feit Dougan', 'Lee Child']]
Predicted Ans:    Christopher McQuarrie
Predicted Path:   Christopher McQuarrie --[(INV) written_by]--> Jack the Giant Slayer --[written_by]--> Christopher McQuarrie
Path (Raw):       Christopher McQuarrie --[No Operation]--> Christopher McQuarrie --[(INV) written_by]--> Jack the Giant Slayer --[written_by]--> Christopher McQuarrie
Neg LogProb(↓):   0.255637
Path Entropy(↓):  0.679988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre for ballast
Start Entity:     Ballast
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ballast --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Ballast --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.188161
Path Entropy(↓):  4.440130
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was martin davison the writer of
Start Entity:     Martin Davison
Gold Answer:      [['Moon Zero Two']]
Predicted Ans:    Moon Zero Two
Predicted Path:   Martin Davison --[(INV) written_by]--> Moon Zero Two --[written_by]--> Martin Davison --[(INV) written_by]--> Moon Zero Two
Path (Raw):       Martin Davison --[(INV) written_by]--> Moon Zero Two --[written_by]--> Martin Davison --[(INV) written_by]--> Moon Zero Two
Neg LogProb(↓):   0.471645
Path Entropy(↓):  0.784777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by rembrandt actors
Start Entity:     Rembrandt
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Crime', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Rembrandt --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Path (Raw):       Rembrandt --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Neg LogProb(↓):   0.673394
Path Entropy(↓):  1.516398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by vanessa parise starred which actors
Start Entity:     Vanessa Parise
Gold Answer:      [['Tori Spelling', 'Philipp Karner', "James O'Shea"]]
Predicted Ans:    Tori Spelling
Predicted Path:   Vanessa Parise --[(INV) directed_by]--> Kiss the Bride --[starred_actors]--> Tori Spelling
Path (Raw):       Vanessa Parise --[No Operation]--> Vanessa Parise --[(INV) directed_by]--> Kiss the Bride --[starred_actors]--> Tori Spelling
Neg LogProb(↓):   0.007605
Path Entropy(↓):  0.047987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe cutthroat island
Start Entity:     Cutthroat Island
Gold Answer:      [['frank langella', 'geena davis', 'action', 'adventure']]
Predicted Ans:    geena davis
Predicted Path:   Cutthroat Island --[has_tags]--> geena davis --[(INV) has_tags]--> Angie --[has_tags]--> geena davis
Path (Raw):       Cutthroat Island --[has_tags]--> geena davis --[(INV) has_tags]--> Angie --[has_tags]--> geena davis
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of rendez - vous
Start Entity:     Rendez-vous
Gold Answer:      [['Larry Brand', 'Gilles Perrault', 'André Téchiné']]
Predicted Ans:    André Téchiné
Predicted Path:   Rendez-vous --[directed_by]--> André Téchiné --[(INV) directed_by]--> My Favorite Season --[written_by]--> André Téchiné
Path (Raw):       Rendez-vous --[directed_by]--> André Téchiné --[(INV) directed_by]--> My Favorite Season --[written_by]--> André Téchiné
Neg LogProb(↓):   0.429557
Path Entropy(↓):  1.113490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film american heart
Start Entity:     American Heart
Gold Answer:      [['Walter Hill', 'William Richert', 'Michael Traeger', 'Lamont Johnson', 'Albert Brooks', 'John Huston', 'Chris Buck', 'Taylor Hackford', 'Bob Rafelson', 'Steve Buscemi', 'Merian C. Cooper', 'Peter Bogdanovich', 'James Gray', 'Damian Harris', 'Ethan Coen', 'Tony Kaye', 'George LaVoo', 'Henry Hathaway', 'Jon Favreau', 'Grant Heslov', 'George Sluizer', 'Ronny Yu', 'Scott Cooper', 'Tony Bill', 'Ivan Passer', 'Hal Ashby', 'Michael Cimino', 'John Waters', 'John Carpenter', 'Robert Schwentke', 'Phillip Noyce', 'Jon Schroder', 'Terry Gilliam', 'Peter Weir', 'Charles Matthau', 'Steve Kloves', 'Joel Schumacher', 'Robert Benton', 'Howard Zieff', 'Jules Bass', 'Robert Mulligan', 'Frank Perry', 'Sidney Lumet', 'Stephen Hopkins', 'Jessica Bendinger', 'John Guillermin', 'Iain Softley', 'Larry Charles', 'Rod Lurie', 'Ernest B. Schoedsack', 'Ash Brannon', 'Peter Jackson', 'Joel Coen', 'Barbet Schroeder', 'Dexter Fletcher', 'Mark Pellington', 'Alan J. Pakula', 'Barbra Streisand']]
Predicted Ans:    Henry Hathaway
Predicted Path:   American Heart --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit --[directed_by]--> Henry Hathaway
Path (Raw):       American Heart --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   1.369287
Path Entropy(↓):  2.170385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote marion bridge
Start Entity:     Marion Bridge
Gold Answer:      [['Daniel MacIvor']]
Predicted Ans:    Daniel MacIvor
Predicted Path:   Marion Bridge --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Wilby Wonderful --[directed_by]--> Daniel MacIvor
Path (Raw):       Marion Bridge --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Wilby Wonderful --[directed_by]--> Daniel MacIvor
Neg LogProb(↓):   0.555758
Path Entropy(↓):  0.682276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for scandal sheet
Start Entity:     Scandal Sheet
Gold Answer:      [['Samuel Fuller']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Scandal Sheet --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Steel Helmet --[written_by]--> Samuel Fuller
Path (Raw):       Scandal Sheet --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Steel Helmet --[written_by]--> Samuel Fuller
Neg LogProb(↓):   0.532889
Path Entropy(↓):  1.066960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the young savages writers
Start Entity:     The Young Savages
Gold Answer:      [['Crow', 'Spanish']]
Predicted Ans:    Crow
Predicted Path:   The Young Savages --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[in_language]--> Crow
Path (Raw):       The Young Savages --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[in_language]--> Crow
Neg LogProb(↓):   1.012296
Path Entropy(↓):  0.656470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did alexandra pelosi write
Start Entity:     Alexandra Pelosi
Gold Answer:      [['Journeys with George']]
Predicted Ans:    Journeys with George
Predicted Path:   Alexandra Pelosi --[(INV) written_by]--> Journeys with George --[written_by]--> Alexandra Pelosi --[(INV) written_by]--> Journeys with George
Path (Raw):       Alexandra Pelosi --[(INV) written_by]--> Journeys with George --[written_by]--> Alexandra Pelosi --[(INV) written_by]--> Journeys with George
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by john hodge were released in which years
Start Entity:     John Hodge
Gold Answer:      [['2000', '1997', '1996', '1994', '2012', '2013']]
Predicted Ans:    1994
Predicted Path:   John Hodge --[(INV) written_by]--> Shallow Grave --[release_year]--> 1994
Path (Raw):       John Hodge --[No Operation]--> John Hodge --[(INV) written_by]--> Shallow Grave --[release_year]--> 1994
Neg LogProb(↓):   0.178639
Path Entropy(↓):  0.582781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the craft
Start Entity:     The Craft
Gold Answer:      [['End of Days', 'When Will I Be Loved', 'Imaginary Crimes', 'Panic', 'I Really Hate My Job', 'Humboldt County', 'Niagara, Niagara', 'The Waterboy', 'Nowhere', 'The Company', 'Wild Things', '54', 'The In-Laws', 'Deuces Wild', 'Vertical Limit', 'The Island of Dr. Moreau', 'Blind Horizon', 'Return to Oz', 'Montana', 'Wild Tigers I Have Known', 'Three to Tango']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   The Craft --[starred_actors]--> Fairuza Balk --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       The Craft --[starred_actors]--> Fairuza Balk --[No Operation]--> Fairuza Balk --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.125512
Path Entropy(↓):  0.453673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was david duncan the writer of
Start Entity:     David Duncan
Gold Answer:      [['The Time Machine']]
Predicted Ans:    The Time Machine
Predicted Path:   David Duncan --[(INV) written_by]--> The Time Machine --[written_by]--> David Duncan --[(INV) written_by]--> The Time Machine
Path (Raw):       David Duncan --[(INV) written_by]--> The Time Machine --[written_by]--> David Duncan --[(INV) written_by]--> The Time Machine
Neg LogProb(↓):   2.079457
Path Entropy(↓):  2.079616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the cowboy way in
Start Entity:     The Cowboy Way
Gold Answer:      [['French', 'Dutch', 'English', 'Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   The Cowboy Way --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       The Cowboy Way --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.004910
Path Entropy(↓):  0.038458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by mason hoffenberg
Start Entity:     Mason Hoffenberg
Gold Answer:      [['Geoffrey Rush', 'Heath Ledger', 'Marlon Brando', 'Ewa Aulin', 'Abbie Cornish']]
Predicted Ans:    Marlon Brando
Predicted Path:   Mason Hoffenberg --[(INV) written_by]--> Candy --[starred_actors]--> Marlon Brando
Path (Raw):       Mason Hoffenberg --[No Operation]--> Mason Hoffenberg --[(INV) written_by]--> Candy --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   0.183908
Path Entropy(↓):  0.473311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by sidney buchman
Start Entity:     Sidney Buchman
Gold Answer:      [['George Cukor', 'Cecil B. DeMille', 'Joseph L. Mankiewicz', 'George Stevens', 'Eduardo Mignogna', 'Richard Boleslawski', 'Alexander Hall', 'Guy Green', 'Frank Capra']]
Predicted Ans:    Alexander Hall
Predicted Path:   Sidney Buchman --[(INV) written_by]--> Here Comes Mr. Jordan --[directed_by]--> Alexander Hall
Path (Raw):       Sidney Buchman --[No Operation]--> Sidney Buchman --[(INV) written_by]--> Here Comes Mr. Jordan --[directed_by]--> Alexander Hall
Neg LogProb(↓):   1.068513
Path Entropy(↓):  1.697202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film madame sousatzka
Start Entity:     Madame Sousatzka
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Madame Sousatzka --[release_year]--> 1988 --[(INV) release_year]--> Things Change --[release_year]--> 1988
Path (Raw):       Madame Sousatzka --[release_year]--> 1988 --[(INV) release_year]--> Things Change --[release_year]--> 1988
Neg LogProb(↓):   3.704347
Path Entropy(↓):  4.847902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by norman maclean released
Start Entity:     Norman Maclean
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Norman Maclean --[(INV) written_by]--> A River Runs Through It --[release_year]--> 1992
Path (Raw):       Norman Maclean --[No Operation]--> Norman Maclean --[(INV) written_by]--> A River Runs Through It --[release_year]--> 1992
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by louis mellis
Start Entity:     Louis Mellis
Gold Answer:      [['2000', '2009']]
Predicted Ans:    2000
Predicted Path:   Louis Mellis --[(INV) written_by]--> Gangster No. 1 --[release_year]--> 2000
Path (Raw):       Louis Mellis --[No Operation]--> Louis Mellis --[(INV) written_by]--> Gangster No. 1 --[release_year]--> 2000
Neg LogProb(↓):   0.009898
Path Entropy(↓):  0.055312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by sunrise at campobello actors
Start Entity:     Sunrise at Campobello
Gold Answer:      [['Sam Wood', 'Tay Garnett', 'John Huston', 'George Waggner', 'Bob Rafelson', 'Mervyn LeRoy', 'Ron Howard', 'Graham Baker', 'King Vidor', 'Otto Preminger', 'Robert Aldrich', 'Charles David', 'Jules Dassin', 'Frank Capra', 'Leos Carax', 'Herbert Ross', 'Stanley Donen', 'Charles Barton', 'Garry Marshall', 'Gene Kelly', 'Victor Saville', 'Fred Zinnemann', 'William Wyler', 'Lloyd Bacon', 'Joseph L. Mankiewicz', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Charles Barton
Predicted Path:   Sunrise at Campobello --[starred_actors]--> Jean Hagen --[(INV) starred_actors]--> The Shaggy Dog --[directed_by]--> Charles Barton
Path (Raw):       Sunrise at Campobello --[starred_actors]--> Jean Hagen --[(INV) starred_actors]--> The Shaggy Dog --[directed_by]--> Charles Barton
Neg LogProb(↓):   0.680941
Path Entropy(↓):  1.355258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in you're a big boy now
Start Entity:     You're a Big Boy Now
Gold Answer:      [['1962', '1963', '1964', '1966', '1971', '1982', '1985', '1965', '1961', '1969', '1984', '1977']]
Predicted Ans:    1962
Predicted Path:   You're a Big Boy Now --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Sweet Bird of Youth --[release_year]--> 1962
Path (Raw):       You're a Big Boy Now --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Sweet Bird of Youth --[release_year]--> 1962
Neg LogProb(↓):   0.109347
Path Entropy(↓):  0.547538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in you only live once
Start Entity:     You Only Live Once
Gold Answer:      [['1970', '1946', '2003', '1959', '1993', '1936', '1935', '1941', '1977', '1968', '1963', '1939', '1957', '1973', '1947', '2014', '1956', '1931', '1943', '1976', '1948', '1989', '1942', '1938', '1940', '1981', '1955', '1962', '1964', '1966', '1965', '1999', '1945', '1937']]
Predicted Ans:    1968
Predicted Path:   You Only Live Once --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       You Only Live Once --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   1.169270
Path Entropy(↓):  2.111503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film silent light
Start Entity:     Silent Light
Gold Answer:      [['2012', '2005']]
Predicted Ans:    2007
Predicted Path:   Silent Light --[directed_by]--> Carlos Reygadas --[(INV) directed_by]--> Silent Light --[release_year]--> 2007
Path (Raw):       Silent Light --[directed_by]--> Carlos Reygadas --[(INV) directed_by]--> Silent Light --[release_year]--> 2007
Neg LogProb(↓):   0.052577
Path Entropy(↓):  0.209210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of separate tables
Start Entity:     Separate Tables
Gold Answer:      [['I See a Dark Stranger', 'Cover Girl', 'You Were Never Lovelier', 'Angels Over Broadway', 'The Real Glory', 'The Naked Edge', 'Pal Joey', 'The Pink Panther', 'An Affair to Remember', 'Eye of the Devil', 'The Night of the Iguana', 'The Prisoner of Zenda', "King Solomon's Mines", 'Affair in Trinidad', 'Black Narcissus', 'The Guns of Navarone', 'Heaven Knows, Mr. Allison', 'Blood and Sand', 'From Here to Eternity', 'The Hucksters', 'Thank You, Jeeves!', 'The Dawn Patrol', '55 Days at Peking', 'They Came to Cordura', 'Bonjour Tristesse', 'Eternally Yours', 'The Toast of New Orleans', 'Bedtime Story', 'The Moon Is Blue', "Please Don't Eat the Daisies", 'The Chalk Garden', 'The Strawberry Blonde', 'The Wrath of God', 'Happy Go Lovely', 'Tea and Sympathy', "The Bishop's Wife", 'Pygmalion', 'Dream Wife', 'Quo Vadis', 'Only Angels Have Wings', 'The Lone Wolf Spy Hunt', 'Sons and Lovers', 'Miss Sadie Thompson', 'Major Barbara', 'Gilda', 'Outcast of the Islands', "You'll Never Get Rich", 'Bachelor Mother', 'The Gypsy Moths', 'Candleshoe', 'Toys in the Attic', 'Fire Down Below', 'The End of the Affair', 'Edward, My Son', 'The Sea Wolves', 'The Grass Is Greener', 'My Man Godfrey', 'Tonight and Every Night', 'The Sundowners', 'The Lady from Shanghai', 'The Innocents', 'The Lonely Passion of Judith Hearne', 'The Loves of Carmen', 'Casino Royale', 'The Journey', 'The Arrangement', 'The Way Ahead', 'Enchantment']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   Separate Tables --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone
Path (Raw):       Separate Tables --[starred_actors]--> David Niven --[No Operation]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone
Neg LogProb(↓):   0.651428
Path Entropy(↓):  1.209848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by konrad niewolski
Start Entity:     Konrad Niewolski
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Konrad Niewolski --[(INV) directed_by]--> Symmetry --[has_genre]--> Drama
Path (Raw):       Konrad Niewolski --[No Operation]--> Konrad Niewolski --[(INV) directed_by]--> Symmetry --[has_genre]--> Drama
Neg LogProb(↓):   0.000265
Path Entropy(↓):  0.002450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did eliot ness write
Start Entity:     Eliot Ness
Gold Answer:      [['The Untouchables']]
Predicted Ans:    The Untouchables
Predicted Path:   Eliot Ness --[(INV) written_by]--> The Untouchables --[written_by]--> Eliot Ness --[(INV) written_by]--> The Untouchables
Path (Raw):       Eliot Ness --[(INV) written_by]--> The Untouchables --[written_by]--> Eliot Ness --[(INV) written_by]--> The Untouchables
Neg LogProb(↓):   0.047382
Path Entropy(↓):  0.196690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by harpo marx were in which genres
Start Entity:     Harpo Marx
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Harpo Marx --[(INV) written_by]--> Love Happy --[has_genre]--> Comedy
Path (Raw):       Harpo Marx --[No Operation]--> Harpo Marx --[(INV) written_by]--> Love Happy --[has_genre]--> Comedy
Neg LogProb(↓):   0.004051
Path Entropy(↓):  0.027506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by shana alexander
Start Entity:     Shana Alexander
Gold Answer:      [['Sydney Pollack']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Shana Alexander --[(INV) written_by]--> The Slender Thread --[directed_by]--> Sydney Pollack
Path (Raw):       Shana Alexander --[No Operation]--> Shana Alexander --[(INV) written_by]--> The Slender Thread --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by jason michael brescia
Start Entity:     Jason Michael Brescia
Gold Answer:      [['The Newest Pledge']]
Predicted Ans:    The Newest Pledge
Predicted Path:   Jason Michael Brescia --[(INV) directed_by]--> The Newest Pledge --[written_by]--> Jason Michael Brescia --[(INV) directed_by]--> The Newest Pledge
Path (Raw):       Jason Michael Brescia --[(INV) directed_by]--> The Newest Pledge --[written_by]--> Jason Michael Brescia --[(INV) directed_by]--> The Newest Pledge
Neg LogProb(↓):   0.516185
Path Entropy(↓):  0.874276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the ghost of frankenstein actors release
Start Entity:     The Ghost of Frankenstein
Gold Answer:      [['1946', '1944', '1992', '1959', '1993', '1985', '1935', '1941', '1984', '1963', '1939', '1933', '2009', '2004', '1932', '1956', '1995', '1948', '1990', '1942', '1940', '1938', '1955', '1934', '1950', '1960', '1927', '1999', '1945', '1937']]
Predicted Ans:    1985
Predicted Path:   The Ghost of Frankenstein --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Path (Raw):       The Ghost of Frankenstein --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Neg LogProb(↓):   0.958498
Path Entropy(↓):  2.099503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie city on fire
Start Entity:     City on Fire
Gold Answer:      [['Christopher Smith']]
Predicted Ans:    Christopher Smith
Predicted Path:   City on Fire --[directed_by]--> Ringo Lam --[(INV) directed_by]--> Triangle --[written_by]--> Christopher Smith
Path (Raw):       City on Fire --[directed_by]--> Ringo Lam --[(INV) directed_by]--> Triangle --[written_by]--> Christopher Smith
Neg LogProb(↓):   0.139141
Path Entropy(↓):  0.533354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with original sin
Start Entity:     Original Sin
Gold Answer:      [['Mrs. Winterbourne', 'Rear Window', 'Mississippi Mermaid', 'The Leopard Man', 'Black Angel', 'The Window', 'Martha', 'Night Has a Thousand Eyes', 'Deadline at Dawn', 'No Man of Her Own', 'The Bride Wore Black']]
Predicted Ans:    Mississippi Mermaid
Predicted Path:   Original Sin --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid
Path (Raw):       Original Sin --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid --[No Operation]--> Mississippi Mermaid
Neg LogProb(↓):   0.341137
Path Entropy(↓):  0.851119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film come see the paradise
Start Entity:     Come See the Paradise
Gold Answer:      [['Charles Edward Pogue', 'Richard Jefferies', 'Todd Haynes', 'Kayo Hatta', 'Paul Jarrico', 'Diane Mei Lin Mark', 'Nel King', 'Mari Hatta', 'Jim Kouf', 'Jack Baran', 'Roland Emmerich', 'Oliver Stone', 'Charles Shyer', 'Christian Alvart', 'Jim McBride', 'Frank Deford', 'Mark Poirier', 'Boaz Yakin', 'Lawrence Kasdan', 'Steve Tesich', 'Sean McNamara', 'Peter Benchley', 'Erich Kästner', 'Callie Khouri', 'Nancy Meyers', 'Russell Rouse', 'Clarence Greene', 'Harvey Weinstein', 'Travis Milloy', 'Leslie Bohem', 'Barry L. Levy', 'Daniel Petrie Jr.', 'Ian Abrams', 'Toby Emmerich', 'Carrie Fisher', 'Dan Gordon', 'John Lee Hancock', 'Myra Lewis', 'Lee Sternthal', 'Craig Brewer', 'Charles Leavitt', 'Brian Klugman', 'Carl Gottlieb', 'Scott Spiegel', 'David Swift', 'Bethany Hamilton', 'Paul Weitz', 'Stephen Gaghan', 'Tom Wolfe']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Come See the Paradise --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Path (Raw):       Come See the Paradise --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Neg LogProb(↓):   0.544166
Path Entropy(↓):  1.493866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is major league
Start Entity:     Major League
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Major League --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Major League --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.091842
Path Entropy(↓):  4.372156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film free birds were in which genres
Start Entity:     Free Birds
Gold Answer:      [['Fantasy', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Free Birds --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Jonah Hex --[has_genre]--> Action
Path (Raw):       Free Birds --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Jonah Hex --[has_genre]--> Action
Neg LogProb(↓):   0.192708
Path Entropy(↓):  0.621578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in my old lady
Start Entity:     My Old Lady
Gold Answer:      [['French', 'English', 'Polish']]
Predicted Ans:    English
Predicted Path:   My Old Lady --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Path (Raw):       My Old Lady --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.176426
Path Entropy(↓):  0.444423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed fog over frisco
Start Entity:     Fog Over Frisco
Gold Answer:      [['Dan Totheroh', 'Edward Knoblock', 'Pierre Collings', 'Sheridan Gibney', 'Dashiell Hammett', 'John Huston', 'William Shakespeare', 'Michael Hoffman', 'Alex Proyas', 'Bertram Bloch', 'David S. Goyer', 'Wells Root', 'Robert Nathan', 'Brown Holmes', 'Ladislas Fodor', 'Ayn Rand', 'Christopher Massie', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Max Trell', 'Heinz Herald', 'Norman Burnstine', 'Franz Werfel', 'Wolfgang Reinhardt', 'Bertita Harding', 'Victor Hugo', 'Lem Dobbs', 'Milton Gunzburg', 'Alvin Meyers', 'Marion Parsonnet', 'Charles Martin']]
Predicted Ans:    Bertram Bloch
Predicted Path:   Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   1.538195
Path Entropy(↓):  1.233095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie in the time of the butterflies
Start Entity:     In the Time of the Butterflies
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   In the Time of the Butterflies --[release_year]--> 2001 --[(INV) release_year]--> Jurassic Park III --[release_year]--> 2001
Path (Raw):       In the Time of the Butterflies --[release_year]--> 2001 --[(INV) release_year]--> Jurassic Park III --[release_year]--> 2001
Neg LogProb(↓):   3.090208
Path Entropy(↓):  4.697263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film hot to trot
Start Entity:     Hot to Trot
Gold Answer:      [['1983', '1988', '1995', '2000', '1990', '1987', '1989', '1991', '1982', '2006', '1985', '1994', '1981', '1986', '1974', '1984']]
Predicted Ans:    1987
Predicted Path:   Hot to Trot --[starred_actors]--> Bobcat Goldthwait --[(INV) starred_actors]--> Burglar --[release_year]--> 1987
Path (Raw):       Hot to Trot --[starred_actors]--> Bobcat Goldthwait --[(INV) starred_actors]--> Burglar --[release_year]--> 1987
Neg LogProb(↓):   0.228956
Path Entropy(↓):  0.697037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the octagon actors
Start Entity:     The Octagon
Gold Answer:      [['J. Lee Thompson', 'Roger Corman', 'Andrew Davis', 'Gianfranco Parolini', 'Sergio Leone', 'Joseph Zito', 'Steve Carver', 'William Tannen', 'Giulio Petroni', 'Menahem Golan', 'Paul Aaron', 'Aaron Norris', 'Michael Miller']]
Predicted Ans:    Paul Aaron
Predicted Path:   The Octagon --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> A Force of One --[directed_by]--> Paul Aaron
Path (Raw):       The Octagon --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> A Force of One --[directed_by]--> Paul Aaron
Neg LogProb(↓):   0.911531
Path Entropy(↓):  1.599350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the sunshine cleaning director
Start Entity:     Sunshine Cleaning
Gold Answer:      [['W. Somerset Maugham', 'Christine Jeffs', 'Kirsty Gunn', 'John Colton', 'Clemence Randolph']]
Predicted Ans:    Christine Jeffs
Predicted Path:   Sunshine Cleaning --[directed_by]--> Christine Jeffs --[(INV) directed_by]--> Sylvia --[directed_by]--> Christine Jeffs
Path (Raw):       Sunshine Cleaning --[directed_by]--> Christine Jeffs --[(INV) directed_by]--> Sylvia --[directed_by]--> Christine Jeffs
Neg LogProb(↓):   0.441564
Path Entropy(↓):  0.826916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of passion fish
Start Entity:     Passion Fish
Gold Answer:      [['Robert Forster', 'Scott Glenn', 'Michael V. Gazzo', 'Federico Luppi', 'Damián Delgado', 'Robin Riker', 'David Strathairn', 'Will Oldham', 'Alan King', 'Burt Reynolds', 'Lorraine Toussaint', 'Jane Hallaren', 'Linda Griffiths', 'Joe Morton', 'Chris Cooper', 'Mary Elizabeth Mastrantonio', 'Dolph Lundgren', 'Robert Conrad', 'Vanessa Martinez', 'Richard Dreyfuss', 'Jon DeVries', 'Vincent Spano', 'Mary McDonnell', 'Stephen Mendillo', 'Darren McGavin', 'Casey Siemaszko', 'Elizabeth Peña', 'Pamela Sue Martin']]
Predicted Ans:    Angela Bassett
Predicted Path:   Passion Fish --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[starred_actors]--> Angela Bassett
Path (Raw):       Passion Fish --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[starred_actors]--> Angela Bassett
Neg LogProb(↓):   0.010602
Path Entropy(↓):  0.073882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of me and orson welles
Start Entity:     Me and Orson Welles
Gold Answer:      [['Richard Linklater']]
Predicted Ans:    Richard Linklater
Predicted Path:   Me and Orson Welles --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Slacker --[directed_by]--> Richard Linklater
Path (Raw):       Me and Orson Welles --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Slacker --[directed_by]--> Richard Linklater
Neg LogProb(↓):   0.345752
Path Entropy(↓):  0.725949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the legend of hell house
Start Entity:     The Legend of Hell House
Gold Answer:      [['roddy mcdowall', 'bd-r', 'richard matheson']]
Predicted Ans:    roddy mcdowall
Predicted Path:   The Legend of Hell House --[has_tags]--> roddy mcdowall --[(INV) has_tags]--> Overboard --[has_tags]--> roddy mcdowall
Path (Raw):       The Legend of Hell House --[has_tags]--> roddy mcdowall --[(INV) has_tags]--> Overboard --[has_tags]--> roddy mcdowall
Neg LogProb(↓):   0.036033
Path Entropy(↓):  0.173922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the times square director release
Start Entity:     Times Square
Gold Answer:      [['1995', '1990', '1992', '1999', '2007']]
Predicted Ans:    1999
Predicted Path:   Times Square --[directed_by]--> Allan Moyle --[(INV) directed_by]--> New Waterford Girl --[release_year]--> 1999
Path (Raw):       Times Square --[directed_by]--> Allan Moyle --[(INV) directed_by]--> New Waterford Girl --[release_year]--> 1999
Neg LogProb(↓):   0.822967
Path Entropy(↓):  1.436136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by joanna miles were directed by who
Start Entity:     Joanna Miles
Gold Answer:      [['William Friedkin', 'Paul Newman', 'Irving Rapper', 'Anthony Harvey', 'Jeannot Szwarc']]
Predicted Ans:    William Friedkin
Predicted Path:   Joanna Miles --[(INV) starred_actors]--> Bug --[directed_by]--> William Friedkin
Path (Raw):       Joanna Miles --[No Operation]--> Joanna Miles --[(INV) starred_actors]--> Bug --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.688919
Path Entropy(↓):  1.206592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by eric bernt in
Start Entity:     Eric Bernt
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Eric Bernt --[(INV) written_by]--> Virtuosity --[has_genre]--> Action
Path (Raw):       Eric Bernt --[No Operation]--> Eric Bernt --[(INV) written_by]--> Virtuosity --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of sylvia anderson starred movies
Start Entity:     Sylvia Anderson
Gold Answer:      [['David Lane']]
Predicted Ans:    David Lane
Predicted Path:   Sylvia Anderson --[(INV) starred_actors]--> Thunderbird 6 --[directed_by]--> David Lane
Path (Raw):       Sylvia Anderson --[No Operation]--> Sylvia Anderson --[(INV) starred_actors]--> Thunderbird 6 --[directed_by]--> David Lane
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of child's play 2
Start Entity:     Child's Play 2
Gold Answer:      [['Billy Boyd', 'Brad Dourif', 'Catherine Hicks', 'Nick Stabile', 'Danielle Bisutti', 'Fiona Dourif', 'Katherine Heigl', 'Chris Sarandon', 'Jennifer Tilly', 'Alex Vincent']]
Predicted Ans:    Danielle Bisutti
Predicted Path:   Child's Play 2 --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky --[starred_actors]--> Danielle Bisutti
Path (Raw):       Child's Play 2 --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky --[starred_actors]--> Danielle Bisutti
Neg LogProb(↓):   0.105333
Path Entropy(↓):  0.387641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the black cat fall under
Start Entity:     The Black Cat
Gold Answer:      [['Thriller', 'Horror', 'Mystery', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   The Black Cat --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Two Evil Eyes --[has_genre]--> Horror
Path (Raw):       The Black Cat --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Two Evil Eyes --[has_genre]--> Horror
Neg LogProb(↓):   1.098765
Path Entropy(↓):  1.984588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with outrageous fortune in
Start Entity:     Outrageous Fortune
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Outrageous Fortune --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Outrageous Fortune --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.695377
Path Entropy(↓):  0.700938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the rainmaker
Start Entity:     The Rainmaker
Gold Answer:      [['Katharine Hepburn', 'Burt Lancaster', 'Lloyd Bridges', 'Wendell Corey']]
Predicted Ans:    Katharine Hepburn
Predicted Path:   The Rainmaker --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> Pat and Mike --[starred_actors]--> Katharine Hepburn
Path (Raw):       The Rainmaker --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> Pat and Mike --[starred_actors]--> Katharine Hepburn
Neg LogProb(↓):   0.501961
Path Entropy(↓):  0.922843
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by erik løchen released
Start Entity:     Erik Løchen
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Erik Løchen --[(INV) written_by]--> The Chasers --[release_year]--> 1959
Path (Raw):       Erik Løchen --[No Operation]--> Erik Løchen --[(INV) written_by]--> The Chasers --[release_year]--> 1959
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie medium cool
Start Entity:     Medium Cool
Gold Answer:      [['Walter Hill', 'Jack Sholder', 'Joe Mantegna', 'Francis Ford Coppola', 'Corey Allen', 'Gary Nelson', 'Ted Post', 'Dan Cohen', 'Lewis Teague', 'William Lustig', 'Quentin Tarantino', 'Peter Fonda']]
Predicted Ans:    Joe Mantegna
Predicted Path:   Medium Cool --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[directed_by]--> Joe Mantegna
Path (Raw):       Medium Cool --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[directed_by]--> Joe Mantegna
Neg LogProb(↓):   0.070006
Path Entropy(↓):  0.372482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what alexander nevsky is about
Start Entity:     Alexander Nevsky
Gold Answer:      [['13th century']]
Predicted Ans:    13th century
Predicted Path:   Alexander Nevsky --[has_tags]--> 13th century --[(INV) has_tags]--> Alexander Nevsky --[has_tags]--> 13th century
Path (Raw):       Alexander Nevsky --[has_tags]--> 13th century --[(INV) has_tags]--> Alexander Nevsky --[has_tags]--> 13th century
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does stanley holloway appear in
Start Entity:     Stanley Holloway
Gold Answer:      [['The Titfield Thunderbolt', 'Passport to Pimlico', 'The Way Ahead', 'The Lavender Hill Mob']]
Predicted Ans:    The Way Ahead
Predicted Path:   Stanley Holloway --[(INV) starred_actors]--> The Way Ahead --[starred_actors]--> John Laurie --[(INV) starred_actors]--> The Way Ahead
Path (Raw):       Stanley Holloway --[(INV) starred_actors]--> The Way Ahead --[starred_actors]--> John Laurie --[(INV) starred_actors]--> The Way Ahead
Neg LogProb(↓):   0.127533
Path Entropy(↓):  0.385968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the hidden
Start Entity:     The Hidden
Gold Answer:      [['Jack Sholder']]
Predicted Ans:    Jack Sholder
Predicted Path:   The Hidden --[directed_by]--> Jack Sholder --[(INV) directed_by]--> The Hidden --[directed_by]--> Jack Sholder
Path (Raw):       The Hidden --[directed_by]--> Jack Sholder --[(INV) directed_by]--> The Hidden --[directed_by]--> Jack Sholder
Neg LogProb(↓):   0.198553
Path Entropy(↓):  0.586929
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in roberto orci written films
Start Entity:     Roberto Orci
Gold Answer:      [['Klingon']]
Predicted Ans:    Klingon
Predicted Path:   Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[in_language]--> Klingon
Path (Raw):       Roberto Orci --[No Operation]--> Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[in_language]--> Klingon
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the body snatcher
Start Entity:     The Body Snatcher
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Julie Andrews', 'Rossana Podestà', 'Theodore Bikel', 'Simon Oakland', 'Walter Slezak', 'Keanu Reeves', 'Jacques Sernas', 'Lawrence Tierney', 'Claire Trevor', 'Hugh Marlowe', 'Andrew McCarthy', 'Julie Harris', 'David Wayne', 'Anthony Hopkins', 'Candice Bergen', 'Richard Basehart', 'William Holden', 'Barbara Stanwyck', 'Russ Tamblyn', 'Fredric March', 'Robert Mitchum', 'Susan Hayward', 'Valentina Cortese', 'William Lundigan', 'Paul Douglas', 'Audrey Totter', 'Ruby Dee', 'Stanley Baker', 'Richard Johnson', 'Patricia Neal', 'Kate Reid', 'Christopher Plummer', 'Cedric Hardwicke', 'Owen Wilson', 'Lili Taylor', 'James Cagney', 'Michael Rennie', 'Harry Belafonte', 'Barbara Bel Geddes', 'Shirley MacLaine', 'Liam Neeson', 'Robert Ryan', 'Richard Crenna', 'Claire Bloom', 'Richard Burton', 'Nastassja Kinski', 'George C. Scott', 'Anthony Franciosa', 'Marsha Mason', 'Arthur Hill', 'Jean Simmons', 'Nick Offerman', 'Jess Weixler', 'Susan Swift', 'Keith Poulson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'Rita Moreno', 'Richard Beymer', 'James Olson']]
Predicted Ans:    Christopher Plummer
Predicted Path:   The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[starred_actors]--> Christopher Plummer
Path (Raw):       The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.583508
Path Entropy(↓):  1.479177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the human factor
Start Entity:     The Human Factor
Gold Answer:      [['Greta Garbo', 'Orlando Jones', 'Richard Attenborough', 'Bruce Willis', 'Van Johnson', 'Alfred Molina', 'Henry Fonda', 'Dustin Hoffman', 'Kate Winslet', 'Harrison Ford', 'Katherine Helmond', 'Julianne Moore', 'Deborah Kerr', 'Robert De Niro', 'Trevor Howard', "Maureen O'Sullivan", 'John Hurt', 'William Hartnell', 'Loren Dean', 'Michael Caine', 'Ralph Fiennes', 'Matthew Macfadyen', 'Eddie Griffin', 'Sean Bean', 'Ernie Kovacs', 'Joseph Cotten', 'Stephen Rea', 'Michael Redgrave', 'Gérard Depardieu', 'Fredric March', 'Michelle Pfeiffer', 'Martin Sheen', 'Kelly Macdonald', 'Uma Thurman', 'Brendan Fraser', 'Sam Riley', 'Glenda Jackson', 'Peter Cushing', 'Sam Neill', 'Do Thi Hai Yen', 'Nicole Kidman', 'Lauren Bacall', 'Rod Steiger', 'James Fox', 'Brigitte Fossey', 'Alida Valli', 'Tommy Lee Jones', 'Ian Holm', 'John Mills', 'Roy Scheider', 'Gary Grubbs', 'Sophie Marceau', 'Mia Kirshner', 'Dougray Scott', 'Sean Connery', 'Jonathan Pryce', 'Andrea Riseborough', 'Daniel Roebuck', 'Alec Guinness', 'Helmut Berger', 'Audie Murphy', 'Hermione Baddeley', 'Charles Boyer', 'Tim Roth', 'Giorgia Moll', 'Orson Welles', "Maureen O'Hara", 'Burl Ives', 'Saffron Burrows', 'Helen Mirren']]
Predicted Ans:    Michael Redgrave
Predicted Path:   The Human Factor --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Path (Raw):       The Human Factor --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   1.792420
Path Entropy(↓):  2.516451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie my geisha were in which genres
Start Entity:     My Geisha
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   My Geisha --[starred_actors]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette --[has_genre]--> Drama
Path (Raw):       My Geisha --[starred_actors]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette --[has_genre]--> Drama
Neg LogProb(↓):   1.166198
Path Entropy(↓):  1.849547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film before i go to sleep
Start Entity:     Before I Go to Sleep
Gold Answer:      [['2008', '2003', '1992', '1993', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1932', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1997', '1975', '1966', '2005', '1991', '1945', '1987', '1928']]
Predicted Ans:    1993
Predicted Path:   Before I Go to Sleep --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Malice --[release_year]--> 1993
Path (Raw):       Before I Go to Sleep --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Malice --[release_year]--> 1993
Neg LogProb(↓):   1.798359
Path Entropy(↓):  2.944432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of this boy's life
Start Entity:     This Boy's Life
Gold Answer:      [['Tobias Wolff']]
Predicted Ans:    Tobias Wolff
Predicted Path:   This Boy's Life --[written_by]--> Tobias Wolff --[(INV) written_by]--> This Boy's Life --[written_by]--> Tobias Wolff
Path (Raw):       This Boy's Life --[written_by]--> Tobias Wolff --[(INV) written_by]--> This Boy's Life --[written_by]--> Tobias Wolff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by universal
Start Entity:     universal
Gold Answer:      [['House of Frankenstein', 'House of Dracula']]
Predicted Ans:    Let Me In
Predicted Path:   universal --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire --[(INV) has_tags]--> Let Me In
Path (Raw):       universal --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire --[(INV) has_tags]--> Let Me In
Neg LogProb(↓):   0.364241
Path Entropy(↓):  0.958329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of clifford's really big movie
Start Entity:     Clifford's Really Big Movie
Gold Answer:      [['Stay Tuned', 'Skin Deep', 'They All Laughed', 'Problem Child 2', 'Hero at Large', 'Real Men', 'Panic', 'Dead Husbands', 'Sling Blade', 'Problem Child', 'Americathon']]
Predicted Ans:    Sling Blade
Predicted Path:   Clifford's Really Big Movie --[starred_actors]--> John Ritter --[(INV) starred_actors]--> Sling Blade
Path (Raw):       Clifford's Really Big Movie --[No Operation]--> Clifford's Really Big Movie --[starred_actors]--> John Ritter --[(INV) starred_actors]--> Sling Blade
Neg LogProb(↓):   1.122557
Path Entropy(↓):  1.531899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in intimate relations
Start Entity:     Intimate Relations
Gold Answer:      [['Catherine Linstrum', 'Tony Marchant', 'Jane Austen', 'Richard E. Grant', 'Sarah Williams', 'Kevin Hood', 'Mark Andrews', 'Irene Mecchi', 'Brenda Chapman', 'Steve Purcell', 'Timothy Scott Bogart', 'Michael Zaidan', 'Mark Mullin', 'Charles Sturridge', 'Juliette Towhidi', 'Tim Sullivan', 'Derek Granger', 'Wendy Kesselman', 'Tim Firth', 'Willy Russell', 'James Ivory']]
Predicted Ans:    Philip Goodhew
Predicted Path:   Intimate Relations --[starred_actors]--> Julie Walters --[(INV) starred_actors]--> Intimate Relations --[written_by]--> Philip Goodhew
Path (Raw):       Intimate Relations --[starred_actors]--> Julie Walters --[(INV) starred_actors]--> Intimate Relations --[written_by]--> Philip Goodhew
Neg LogProb(↓):   0.198573
Path Entropy(↓):  0.666336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in the osterman weekend
Start Entity:     The Osterman Weekend
Gold Answer:      [['Walter Hill', 'George Orwell', 'Dennis Hopper', 'Peter Dexter', 'Herb Gardner', 'Lech Majewski', 'Michael Francis Gibson', 'Angelo Pizzo', 'Richard Adams', 'David Lynch', 'Robert Harris', 'Kelly Masterson', 'Robert Sarkies', 'Joss Whedon', 'Leonard Yakir', 'Michael Cimino', 'Clive Exton', 'Takeshi Kitano', 'Nunnally Johnson', 'Denis Waldock', 'Peter Blackmore', 'Ludovic Kennedy', 'Dean Stockwell', 'J.R.R. Tolkien', 'Chris Conkling', 'Jakob Schuh', 'Emlyn Williams', 'Julia Donaldson', 'Axel Scheffler', 'Max Lang', 'Paul Verhoeven', 'Shinji Aoyama', 'James B. Harris', 'Peter S. Beagle', 'Quentin Tarantino', 'Peter Fonda', 'David Webb Peoples', 'Albert Pyun', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves', 'Ronald Bass', 'James Fox', 'Philip Roth', 'Álex de la Iglesia', 'Martin Rosen', 'Graham Greene', 'Peter Straughan', 'Charles Robert Carner', 'Michael Radford', 'Quentin Crisp', 'Philip Mackie', 'Ed Naha', 'John le Carré', 'John Musker', 'Ron Clements', 'Patricia Highsmith', 'Walker Hamilton', 'Eski Thomas', 'Richard Kwietniowski', 'Philip K. Dick', 'Terry Southern', 'Erik Hazelhoff Roelfzema', 'Krishna Rao', 'Nicholas Meyer', 'Curtis Harrington', 'Etan Cohen', 'Wim Wenders', 'Jan Wolkers', 'Thomas Babe', "Bridget O'Connor", 'Dexter Fletcher', 'Russ Tamblyn', 'Guillermo Martínez', 'David E. Kelley', 'Eric Red', 'Tobe Hooper', 'Bob Clark', 'John Davies', 'Rachel Kronstadt Mann', 'Ann Louise Bardach', 'Steve Lawson', 'Bernard Pomerance', 'Billy Bob Thornton', 'William Whitehurst', 'Ian Roberts', 'Jay Martel', 'Jim Harrison', 'Louis Mellis', 'David Scinto', 'Steven Moffat', 'James Hicks', 'Benjamin Legrand', 'Jacques Lob', 'David Loughery', 'Ben Gluck', 'Steve Moore', 'Neil Young', 'Howard Korder', 'Hampton Fancher', 'Paul Wheeler']]
Predicted Ans:    Guillermo Martínez
Predicted Path:   The Osterman Weekend --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Path (Raw):       The Osterman Weekend --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Neg LogProb(↓):   1.238524
Path Entropy(↓):  2.764588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jake kennedy were in which genres
Start Entity:     Jake Kennedy
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jake Kennedy --[(INV) directed_by]--> Days of Darkness --[has_genre]--> Comedy
Path (Raw):       Jake Kennedy --[No Operation]--> Jake Kennedy --[(INV) directed_by]--> Days of Darkness --[has_genre]--> Comedy
Neg LogProb(↓):   0.612236
Path Entropy(↓):  1.001712
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the world of apu also wrote which films
Start Entity:     The World of Apu
Gold Answer:      [['Aparajito', 'Charulata', 'Kanchenjungha', 'Pather Panchali', 'Ashani Sanket']]
Predicted Ans:    The World of Apu
Predicted Path:   The World of Apu --[written_by]--> Satyajit Ray --[(INV) written_by]--> The World of Apu
Path (Raw):       The World of Apu --[written_by]--> Satyajit Ray --[(INV) written_by]--> The World of Apu --[No Operation]--> The World of Apu
Neg LogProb(↓):   0.062068
Path Entropy(↓):  0.263857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with two much fall under
Start Entity:     Two Much
Gold Answer:      [['Drama', 'Documentary', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Two Much --[written_by]--> Fernando Trueba --[(INV) written_by]--> The Artist and the Model --[has_genre]--> Drama
Path (Raw):       Two Much --[written_by]--> Fernando Trueba --[(INV) written_by]--> The Artist and the Model --[has_genre]--> Drama
Neg LogProb(↓):   0.035814
Path Entropy(↓):  0.162333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the big street
Start Entity:     The Big Street
Gold Answer:      [['1962', '1980', '1934', '1933', '1950', '1989', '1993', '1938', '1961', '1955']]
Predicted Ans:    1955
Predicted Path:   The Big Street --[written_by]--> Damon Runyon --[(INV) written_by]--> Guys and Dolls --[release_year]--> 1955
Path (Raw):       The Big Street --[written_by]--> Damon Runyon --[(INV) written_by]--> Guys and Dolls --[release_year]--> 1955
Neg LogProb(↓):   0.312698
Path Entropy(↓):  0.803424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the karen carpenter story
Start Entity:     The Karen Carpenter Story
Gold Answer:      [['John Godey', 'Fania Fénelon', 'Arthur Miller', 'Rod Serling', 'Robert Caswell', 'Peter Silverman', 'John Kohn', 'William W. Norton', 'Peter Lovesey', 'Peter Stone', 'Stephen Carpenter', 'Margaret Oberman', 'Irving Wallace', 'Jim Piddock', 'John Pielmeier', 'Flora Rheta Schreiber']]
Predicted Ans:    John Godey
Predicted Path:   The Karen Carpenter Story --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[written_by]--> John Godey
Path (Raw):       The Karen Carpenter Story --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[written_by]--> John Godey
Neg LogProb(↓):   0.682192
Path Entropy(↓):  0.904182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was zero dark thirty written by
Start Entity:     Zero Dark Thirty
Gold Answer:      [['Mark Boal']]
Predicted Ans:    Mark Boal
Predicted Path:   Zero Dark Thirty --[written_by]--> Mark Boal --[(INV) written_by]--> The Hurt Locker --[written_by]--> Mark Boal
Path (Raw):       Zero Dark Thirty --[written_by]--> Mark Boal --[(INV) written_by]--> The Hurt Locker --[written_by]--> Mark Boal
Neg LogProb(↓):   0.020448
Path Entropy(↓):  0.099086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of around the world in 80 days also wrote which movies
Start Entity:     Around the World in 80 Days
Gold Answer:      [['Five Weeks in a Balloon', 'In Search of the Castaways', 'From the Earth to the Moon', 'Mysterious Island', 'The Mysterious Island', 'Around the World in Eighty Days', '20,000 Leagues Under the Sea', 'Journey to the Center of the Earth']]
Predicted Ans:    Journey to the Center of the Earth
Predicted Path:   Around the World in 80 Days --[written_by]--> Jules Verne --[(INV) written_by]--> Journey to the Center of the Earth
Path (Raw):       Around the World in 80 Days --[written_by]--> Jules Verne --[(INV) written_by]--> Journey to the Center of the Earth --[No Operation]--> Journey to the Center of the Earth
Neg LogProb(↓):   1.443145
Path Entropy(↓):  1.925627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of mania akbari acted films
Start Entity:     Mania Akbari
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Mania Akbari --[(INV) starred_actors]--> Ten --[release_year]--> 2002
Path (Raw):       Mania Akbari --[No Operation]--> Mania Akbari --[(INV) starred_actors]--> Ten --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by christoforos papakaliatis
Start Entity:     Christoforos Papakaliatis
Gold Answer:      [['2012', '2010']]
Predicted Ans:    2010
Predicted Path:   Christoforos Papakaliatis --[(INV) starred_actors]--> What If... --[release_year]--> 2010
Path (Raw):       Christoforos Papakaliatis --[No Operation]--> Christoforos Papakaliatis --[(INV) starred_actors]--> What If... --[release_year]--> 2010
Neg LogProb(↓):   0.280328
Path Entropy(↓):  0.774776
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie i can't think straight
Start Entity:     I Can't Think Straight
Gold Answer:      [['2007']]
Predicted Ans:    2008
Predicted Path:   I Can't Think Straight --[directed_by]--> Shamim Sarif --[(INV) directed_by]--> I Can't Think Straight --[release_year]--> 2008
Path (Raw):       I Can't Think Straight --[directed_by]--> Shamim Sarif --[(INV) directed_by]--> I Can't Think Straight --[release_year]--> 2008
Neg LogProb(↓):   0.014086
Path Entropy(↓):  0.073837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What sort of film is junebug
Start Entity:     Junebug
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Junebug --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Junebug --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.643819
Path Entropy(↓):  5.108083
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the nanny
Start Entity:     The Nanny
Gold Answer:      [['Bette Davis', 'Jill Bennett', 'Wendy Craig']]
Predicted Ans:    Bette Davis
Predicted Path:   The Nanny --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Path (Raw):       The Nanny --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.354672
Path Entropy(↓):  0.824931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie double team starred who
Start Entity:     Double Team
Gold Answer:      [['Mickey Rourke', 'Dennis Rodman']]
Predicted Ans:    Mickey Rourke
Predicted Path:   Double Team --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[starred_actors]--> Mickey Rourke
Path (Raw):       Double Team --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[starred_actors]--> Mickey Rourke
Neg LogProb(↓):   0.088256
Path Entropy(↓):  0.386657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film friday
Start Entity:     Friday
Gold Answer:      [['Kurt Wimmer', 'Elmore Leonard', 'Kate Lanier', 'Takashi Bufford', 'Donna Powers']]
Predicted Ans:    Donna Powers
Predicted Path:   Friday --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job --[written_by]--> Donna Powers
Path (Raw):       Friday --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job --[written_by]--> Donna Powers
Neg LogProb(↓):   0.011215
Path Entropy(↓):  0.074339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Nick gomez was the director of which films
Start Entity:     Nick Gomez
Gold Answer:      [['Laws of Gravity', 'Illtown']]
Predicted Ans:    Laws of Gravity
Predicted Path:   Nick Gomez --[(INV) directed_by]--> Laws of Gravity --[directed_by]--> Nick Gomez --[(INV) directed_by]--> Laws of Gravity
Path (Raw):       Nick Gomez --[(INV) directed_by]--> Laws of Gravity --[directed_by]--> Nick Gomez --[(INV) directed_by]--> Laws of Gravity
Neg LogProb(↓):   0.016093
Path Entropy(↓):  0.093202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jackie oudney directed which movies
Start Entity:     Jackie Oudney
Gold Answer:      [['French Film']]
Predicted Ans:    French Film
Predicted Path:   Jackie Oudney --[(INV) directed_by]--> French Film --[directed_by]--> Jackie Oudney --[(INV) directed_by]--> French Film
Path (Raw):       Jackie Oudney --[(INV) directed_by]--> French Film --[directed_by]--> Jackie Oudney --[(INV) directed_by]--> French Film
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by richard herley were in which genres
Start Entity:     Richard Herley
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Richard Herley --[(INV) written_by]--> No Escape --[has_genre]--> Action
Path (Raw):       Richard Herley --[No Operation]--> Richard Herley --[(INV) written_by]--> No Escape --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie from beyond were in which languages
Start Entity:     From Beyond
Gold Answer:      [['Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   From Beyond --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Dolls --[in_language]--> Japanese
Path (Raw):       From Beyond --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Dolls --[in_language]--> Japanese
Neg LogProb(↓):   0.593284
Path Entropy(↓):  0.692105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the scaramouche director release
Start Entity:     Scaramouche
Gold Answer:      [['1963', '1946', '1966', '1944', '1957', '1960', '1950', '1951', '1936', '1953', '1947', '1945', '1955', '1956']]
Predicted Ans:    1957
Predicted Path:   Scaramouche --[directed_by]--> George Sidney --[(INV) directed_by]--> Pal Joey --[release_year]--> 1957
Path (Raw):       Scaramouche --[directed_by]--> George Sidney --[(INV) directed_by]--> Pal Joey --[release_year]--> 1957
Neg LogProb(↓):   1.452060
Path Entropy(↓):  2.061328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by priyanka chopra fall under
Start Entity:     Priyanka Chopra
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Priyanka Chopra --[(INV) starred_actors]--> Krrish --[has_genre]--> Action
Path (Raw):       Priyanka Chopra --[No Operation]--> Priyanka Chopra --[(INV) starred_actors]--> Krrish --[has_genre]--> Action
Neg LogProb(↓):   0.593001
Path Entropy(↓):  1.089146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film stromboli
Start Entity:     Stromboli
Gold Answer:      [['1963', '1946', '1954', '1950', '1945', '1952']]
Predicted Ans:    1963
Predicted Path:   Stromboli --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Ro.Go.Pa.G. --[release_year]--> 1963
Path (Raw):       Stromboli --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Ro.Go.Pa.G. --[release_year]--> 1963
Neg LogProb(↓):   0.805557
Path Entropy(↓):  1.499591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the adventure of sherlock holmes'smarter brother
Start Entity:     The Adventure of Sherlock Holmes' Smarter Brother
Gold Answer:      [['Jonathan Pryce', 'Gilda Radner', 'Charles Grodin', 'Dom DeLuise', 'Carol Kane', 'Gene Wilder', 'Judith Ivey', 'Joseph Bologna']]
Predicted Ans:    Madeline Kahn
Predicted Path:   The Adventure of Sherlock Holmes' Smarter Brother --[directed_by]--> Gene Wilder --[(INV) directed_by]--> The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Madeline Kahn
Path (Raw):       The Adventure of Sherlock Holmes' Smarter Brother --[directed_by]--> Gene Wilder --[(INV) directed_by]--> The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.514397
Path Entropy(↓):  1.017049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote van gogh
Start Entity:     Van Gogh
Gold Answer:      [['Maurice Pialat']]
Predicted Ans:    Maurice Pialat
Predicted Path:   Van Gogh --[written_by]--> Maurice Pialat --[(INV) written_by]--> Police --[directed_by]--> Maurice Pialat
Path (Raw):       Van Gogh --[written_by]--> Maurice Pialat --[(INV) written_by]--> Police --[directed_by]--> Maurice Pialat
Neg LogProb(↓):   0.602841
Path Entropy(↓):  1.024456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor lisa owen co - starred with who
Start Entity:     Lisa Owen
Gold Answer:      [['Ximena Ayala']]
Predicted Ans:    Lisa Owen
Predicted Path:   Lisa Owen --[(INV) starred_actors]--> The Amazing Catfish --[starred_actors]--> Lisa Owen
Path (Raw):       Lisa Owen --[No Operation]--> Lisa Owen --[(INV) starred_actors]--> The Amazing Catfish --[starred_actors]--> Lisa Owen
Neg LogProb(↓):   0.000233
Path Entropy(↓):  0.002179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by charlie stratton
Start Entity:     Charlie Stratton
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Charlie Stratton --[(INV) directed_by]--> In Secret --[release_year]--> 2013
Path (Raw):       Charlie Stratton --[No Operation]--> Charlie Stratton --[(INV) directed_by]--> In Secret --[release_year]--> 2013
Neg LogProb(↓):   0.000246
Path Entropy(↓):  0.002449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is closer to the moon
Start Entity:     Closer to the Moon
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Closer to the Moon --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Closer to the Moon --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.991188
Path Entropy(↓):  5.333906
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jeremy jordan acted films
Start Entity:     Jeremy Jordan
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jeremy Jordan --[(INV) starred_actors]--> Joyful Noise --[release_year]--> 2012
Path (Raw):       Jeremy Jordan --[No Operation]--> Jeremy Jordan --[(INV) starred_actors]--> Joyful Noise --[release_year]--> 2012
Neg LogProb(↓):   0.004278
Path Entropy(↓):  0.027553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is west side story
Start Entity:     West Side Story
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   West Side Story --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       West Side Story --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.317156
Path Entropy(↓):  4.599484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote life is a long quiet river
Start Entity:     Life Is a Long Quiet River
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Life Is a Long Quiet River --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Life Is a Long Quiet River --[has_genre]--> Comedy
Path (Raw):       Life Is a Long Quiet River --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Life Is a Long Quiet River --[has_genre]--> Comedy
Neg LogProb(↓):   0.002835
Path Entropy(↓):  0.019591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by peter sellers were released in which years
Start Entity:     Peter Sellers
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Peter Sellers --[(INV) directed_by]--> The Fiendish Plot of Dr. Fu Manchu --[release_year]--> 1980
Path (Raw):       Peter Sellers --[No Operation]--> Peter Sellers --[(INV) directed_by]--> The Fiendish Plot of Dr. Fu Manchu --[release_year]--> 1980
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by bob woodward
Start Entity:     Bob Woodward
Gold Answer:      [['Alan J. Pakula']]
Predicted Ans:    Alan J. Pakula
Predicted Path:   Bob Woodward --[(INV) written_by]--> All the President's Men --[directed_by]--> Alan J. Pakula
Path (Raw):       Bob Woodward --[No Operation]--> Bob Woodward --[(INV) written_by]--> All the President's Men --[directed_by]--> Alan J. Pakula
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did pascale ogier act in
Start Entity:     Pascale Ogier
Gold Answer:      [['Full Moon in Paris']]
Predicted Ans:    Full Moon in Paris
Predicted Path:   Pascale Ogier --[(INV) starred_actors]--> Full Moon in Paris --[starred_actors]--> Pascale Ogier --[(INV) starred_actors]--> Full Moon in Paris
Path (Raw):       Pascale Ogier --[(INV) starred_actors]--> Full Moon in Paris --[starred_actors]--> Pascale Ogier --[(INV) starred_actors]--> Full Moon in Paris
Neg LogProb(↓):   0.025646
Path Entropy(↓):  0.118700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by sue kramer released
Start Entity:     Sue Kramer
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Sue Kramer --[(INV) written_by]--> Gray Matters --[release_year]--> 2006
Path (Raw):       Sue Kramer --[No Operation]--> Sue Kramer --[(INV) written_by]--> Gray Matters --[release_year]--> 2006
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by mel ferrer
Start Entity:     Mel Ferrer
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Mel Ferrer --[(INV) starred_actors]--> War and Peace --[in_language]--> Italian
Path (Raw):       Mel Ferrer --[No Operation]--> Mel Ferrer --[(INV) starred_actors]--> War and Peace --[in_language]--> Italian
Neg LogProb(↓):   0.332220
Path Entropy(↓):  0.599020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with vivienne laxdal
Start Entity:     Vivienne Laxdal
Gold Answer:      [['John Hazlett']]
Predicted Ans:    Vivienne Laxdal
Predicted Path:   Vivienne Laxdal --[(INV) written_by]--> These Girls --[written_by]--> Vivienne Laxdal
Path (Raw):       Vivienne Laxdal --[No Operation]--> Vivienne Laxdal --[(INV) written_by]--> These Girls --[written_by]--> Vivienne Laxdal
Neg LogProb(↓):   0.004107
Path Entropy(↓):  0.028762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted together with kerri green
Start Entity:     Kerri Green
Gold Answer:      [['Charlie Sheen', 'Corey Haim']]
Predicted Ans:    Charlie Sheen
Predicted Path:   Kerri Green --[(INV) starred_actors]--> Lucas --[starred_actors]--> Charlie Sheen
Path (Raw):       Kerri Green --[No Operation]--> Kerri Green --[(INV) starred_actors]--> Lucas --[starred_actors]--> Charlie Sheen
Neg LogProb(↓):   0.001163
Path Entropy(↓):  0.009639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie les miserables released
Start Entity:     Les Misérables
Gold Answer:      [['2012']]
Predicted Ans:    1995
Predicted Path:   Les Misérables --[release_year]--> 1995 --[(INV) release_year]--> The Blade --[release_year]--> 1995
Path (Raw):       Les Misérables --[release_year]--> 1995 --[(INV) release_year]--> The Blade --[release_year]--> 1995
Neg LogProb(↓):   3.710115
Path Entropy(↓):  5.186209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by little richard were directed by who
Start Entity:     Little Richard
Gold Answer:      [['Paul Mazursky']]
Predicted Ans:    Robert Townsend
Predicted Path:   Little Richard --[starred_actors]--> Leon --[(INV) starred_actors]--> The Five Heartbeats --[directed_by]--> Robert Townsend
Path (Raw):       Little Richard --[starred_actors]--> Leon --[(INV) starred_actors]--> The Five Heartbeats --[directed_by]--> Robert Townsend
Neg LogProb(↓):   0.127727
Path Entropy(↓):  0.404159
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by yella writers
Start Entity:     Yella
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Yella --[written_by]--> Christian Petzold --[(INV) written_by]--> Jerichow --[in_language]--> German
Path (Raw):       Yella --[written_by]--> Christian Petzold --[(INV) written_by]--> Jerichow --[in_language]--> German
Neg LogProb(↓):   0.192508
Path Entropy(↓):  0.511284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the cold light of day
Start Entity:     The Cold Light of Day
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The Cold Light of Day --[directed_by]--> Mabrouk El Mechri --[(INV) directed_by]--> JCVD --[release_year]--> 2008
Path (Raw):       The Cold Light of Day --[directed_by]--> Mabrouk El Mechri --[(INV) directed_by]--> JCVD --[release_year]--> 2008
Neg LogProb(↓):   0.621389
Path Entropy(↓):  0.697281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by charles hoffman
Start Entity:     Charles Hoffman
Gold Answer:      [['Drama', 'Biography', 'Musical']]
Predicted Ans:    Biography
Predicted Path:   Charles Hoffman --[(INV) written_by]--> Night and Day --[has_genre]--> Biography
Path (Raw):       Charles Hoffman --[No Operation]--> Charles Hoffman --[(INV) written_by]--> Night and Day --[has_genre]--> Biography
Neg LogProb(↓):   0.232398
Path Entropy(↓):  0.526013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by aerial gunner actors release
Start Entity:     Aerial Gunner
Gold Answer:      [['1966', '1929', '1927', '1932', '1930']]
Predicted Ans:    1930
Predicted Path:   Aerial Gunner --[starred_actors]--> Chester Morris --[(INV) starred_actors]--> The Big House --[release_year]--> 1930
Path (Raw):       Aerial Gunner --[starred_actors]--> Chester Morris --[(INV) starred_actors]--> The Big House --[release_year]--> 1930
Neg LogProb(↓):   0.301885
Path Entropy(↓):  0.813039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by monkey punch
Start Entity:     Monkey Punch
Gold Answer:      [['Hayao Miyazaki']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Monkey Punch --[(INV) written_by]--> The Castle of Cagliostro --[directed_by]--> Hayao Miyazaki
Path (Raw):       Monkey Punch --[No Operation]--> Monkey Punch --[(INV) written_by]--> The Castle of Cagliostro --[directed_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor kyle catlett starred together with who
Start Entity:     Kyle Catlett
Gold Answer:      [['Judy Davis', 'Helena Bonham Carter', 'Callum Keith Rennie']]
Predicted Ans:    Judy Davis
Predicted Path:   Kyle Catlett --[(INV) starred_actors]--> The Young and Prodigious T.S. Spivet --[starred_actors]--> Judy Davis
Path (Raw):       Kyle Catlett --[No Operation]--> Kyle Catlett --[(INV) starred_actors]--> The Young and Prodigious T.S. Spivet --[starred_actors]--> Judy Davis
Neg LogProb(↓):   0.451620
Path Entropy(↓):  1.053449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film never talk to strangers
Start Entity:     Never Talk to Strangers
Gold Answer:      [['Charles Kenyon', 'Mary C. McCall Jr.', 'Harold Pinter', 'William Shakespeare', 'Michael Hoffman']]
Predicted Ans:    William Shakespeare
Predicted Path:   Never Talk to Strangers --[directed_by]--> Peter Hall --[(INV) directed_by]--> A Midsummer Night's Dream --[written_by]--> William Shakespeare
Path (Raw):       Never Talk to Strangers --[directed_by]--> Peter Hall --[(INV) directed_by]--> A Midsummer Night's Dream --[written_by]--> William Shakespeare
Neg LogProb(↓):   1.199810
Path Entropy(↓):  1.377433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of john allen nelson
Start Entity:     John Allen Nelson
Gold Answer:      [['Deborah Shelton', 'Steve Levitt']]
Predicted Ans:    John Allen Nelson
Predicted Path:   John Allen Nelson --[(INV) starred_actors]--> Hunk --[starred_actors]--> John Allen Nelson
Path (Raw):       John Allen Nelson --[No Operation]--> John Allen Nelson --[(INV) starred_actors]--> Hunk --[starred_actors]--> John Allen Nelson
Neg LogProb(↓):   0.112482
Path Entropy(↓):  0.412110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed band of the hand
Start Entity:     Band of the Hand
Gold Answer:      [['Tony Gilroy', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Band of the Hand --[directed_by]--> Paul Michael Glaser --[(INV) directed_by]--> The Running Man --[written_by]--> Stephen King
Path (Raw):       Band of the Hand --[directed_by]--> Paul Michael Glaser --[(INV) directed_by]--> The Running Man --[written_by]--> Stephen King
Neg LogProb(↓):   0.150113
Path Entropy(↓):  0.415009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sybil seely is a co - star of who
Start Entity:     Sybil Seely
Gold Answer:      [['Buster Keaton', 'Bonnie Hill']]
Predicted Ans:    Buster Keaton
Predicted Path:   Sybil Seely --[(INV) starred_actors]--> The Frozen North --[starred_actors]--> Buster Keaton
Path (Raw):       Sybil Seely --[No Operation]--> Sybil Seely --[(INV) starred_actors]--> The Frozen North --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.097657
Path Entropy(↓):  0.354783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the skin game
Start Entity:     The Skin Game
Gold Answer:      [['1946', '1954', '1944', '2008', '1959', '1993', '1936', '1935', '1979', '1941', '1998', '1963', '1939', '2009', '1951', '1953', '1947', '2014', '1932', '1956', '1943', '1976', '1948', '1972', '1942', '1940', '1938', '1955', '1934', '1964', '1949', '1966', '1950', '1960', '1925', '1929', '1927', '1945', '1969', '1928', '1958', '1930']]
Predicted Ans:    1966
Predicted Path:   The Skin Game --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       The Skin Game --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.422235
Path Entropy(↓):  3.417284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie tribute
Start Entity:     Tribute
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tribute --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Tribute --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.268119
Path Entropy(↓):  4.391315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of broken flowers is also the director of which movies
Start Entity:     Broken Flowers
Gold Answer:      [['Permanent Vacation', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Night on Earth', 'Coffee and Cigarettes', 'Mystery Train', 'Only Lovers Left Alive']]
Predicted Ans:    Broken Flowers
Predicted Path:   Broken Flowers --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers
Path (Raw):       Broken Flowers --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers --[No Operation]--> Broken Flowers
Neg LogProb(↓):   0.789241
Path Entropy(↓):  1.676463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie 1911 are written by who
Start Entity:     1911
Gold Answer:      [['Ang Lee', 'James Glickenhaus', 'Jackie Chan', 'John Fusco', 'Miles Millar', 'Alfred Gough', 'Gordon Chan', 'Vincent Kok', 'Stanley Tong', 'Robert Mark Kamen', 'Jules Verne']]
Predicted Ans:    Gordon Chan
Predicted Path:   1911 --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[written_by]--> Gordon Chan
Path (Raw):       1911 --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[written_by]--> Gordon Chan
Neg LogProb(↓):   0.113151
Path Entropy(↓):  0.488607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of 21 jump street
Start Entity:     21 Jump Street
Gold Answer:      [['Jonathan Daniel Brown', 'Oliver Cooper', 'Channing Tatum', 'Liam Neeson', 'Jessica Biel', 'Bradley Cooper', 'Jonah Hill', 'Blayne Weaver', 'Thomas Mann']]
Predicted Ans:    Channing Tatum
Predicted Path:   21 Jump Street --[written_by]--> Michael Bacall --[(INV) written_by]--> 22 Jump Street --[starred_actors]--> Channing Tatum
Path (Raw):       21 Jump Street --[written_by]--> Michael Bacall --[(INV) written_by]--> 22 Jump Street --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.157331
Path Entropy(↓):  0.501625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dust were in which genres
Start Entity:     Dust
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Dust --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust --[has_genre]--> Drama
Path (Raw):       Dust --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.790597
Path Entropy(↓):  0.935590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of sunset
Start Entity:     Sunset
Gold Answer:      [['Rod Amateau', 'Blake Edwards']]
Predicted Ans:    Blake Edwards
Predicted Path:   Sunset --[written_by]--> Blake Edwards --[(INV) written_by]--> S.O.B. --[written_by]--> Blake Edwards
Path (Raw):       Sunset --[written_by]--> Blake Edwards --[(INV) written_by]--> S.O.B. --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.569821
Path Entropy(↓):  1.188566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the teahouse of the august moon were in which genres
Start Entity:     The Teahouse of the August Moon
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Teahouse of the August Moon --[written_by]--> John Patrick --[(INV) written_by]--> The Teahouse of the August Moon --[has_genre]--> Comedy
Path (Raw):       The Teahouse of the August Moon --[written_by]--> John Patrick --[(INV) written_by]--> The Teahouse of the August Moon --[has_genre]--> Comedy
Neg LogProb(↓):   0.178127
Path Entropy(↓):  0.627155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the pirates of penzance released
Start Entity:     The Pirates of Penzance
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   The Pirates of Penzance --[release_year]--> 1983 --[(INV) release_year]--> Walking, Walking --[release_year]--> 1983
Path (Raw):       The Pirates of Penzance --[release_year]--> 1983 --[(INV) release_year]--> Walking, Walking --[release_year]--> 1983
Neg LogProb(↓):   2.921059
Path Entropy(↓):  4.270181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of fragile is also the director of which films
Start Entity:     Fragile
Gold Answer:      [['The Nameless', 'Sleep Tight', 'Darkness']]
Predicted Ans:    Darkness
Predicted Path:   Fragile --[directed_by]--> Jaume Balagueró --[(INV) directed_by]--> Darkness
Path (Raw):       Fragile --[directed_by]--> Jaume Balagueró --[(INV) directed_by]--> Darkness --[No Operation]--> Darkness
Neg LogProb(↓):   0.315301
Path Entropy(↓):  0.776384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for amanece, que no es poco
Start Entity:     Amanece, que no es poco
Gold Answer:      [['José Luis Cuerda']]
Predicted Ans:    José Luis Cuerda
Predicted Path:   Amanece, que no es poco --[directed_by]--> José Luis Cuerda --[(INV) directed_by]--> The Blind Sunflowers --[directed_by]--> José Luis Cuerda
Path (Raw):       Amanece, que no es poco --[directed_by]--> José Luis Cuerda --[(INV) directed_by]--> The Blind Sunflowers --[directed_by]--> José Luis Cuerda
Neg LogProb(↓):   0.003527
Path Entropy(↓):  0.026729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did duong don act in
Start Entity:     Duong Don
Gold Answer:      [['Green Dragon']]
Predicted Ans:    Light It Up
Predicted Path:   Duong Don --[(INV) starred_actors]--> Green Dragon --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Light It Up
Path (Raw):       Duong Don --[(INV) starred_actors]--> Green Dragon --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Light It Up
Neg LogProb(↓):   0.629919
Path Entropy(↓):  1.321708
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by freddie francis were written by who
Start Entity:     Freddie Francis
Gold Answer:      [['Milton Subotsky', 'John Gilling', 'Dylan Thomas', 'Jimmy Sangster', 'Peter Bryan', 'Aben Kandel', 'Robert Bloch', 'Al Feldstein', 'Jennifer Jayne']]
Predicted Ans:    Freddie Francis
Predicted Path:   Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[directed_by]--> Freddie Francis
Path (Raw):       Freddie Francis --[No Operation]--> Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[directed_by]--> Freddie Francis
Neg LogProb(↓):   0.736970
Path Entropy(↓):  1.435491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share writers with eagle vs shark fall under
Start Entity:     Eagle vs Shark
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Eagle vs Shark --[written_by]--> Taika Waititi --[(INV) written_by]--> What We Do in the Shadows --[has_genre]--> Comedy
Path (Raw):       Eagle vs Shark --[written_by]--> Taika Waititi --[(INV) written_by]--> What We Do in the Shadows --[has_genre]--> Comedy
Neg LogProb(↓):   0.065281
Path Entropy(↓):  0.237443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by richard e. cunha were released in which years
Start Entity:     Richard E. Cunha
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Richard E. Cunha --[(INV) directed_by]--> Missile to the Moon --[release_year]--> 1958
Path (Raw):       Richard E. Cunha --[No Operation]--> Richard E. Cunha --[(INV) directed_by]--> Missile to the Moon --[release_year]--> 1958
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film an unmarried woman were in which genres
Start Entity:     An Unmarried Woman
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   An Unmarried Woman --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Moscow on the Hudson --[has_genre]--> Comedy
Path (Raw):       An Unmarried Woman --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Moscow on the Hudson --[has_genre]--> Comedy
Neg LogProb(↓):   0.488317
Path Entropy(↓):  0.703197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the losers was who
Start Entity:     The Losers
Gold Answer:      [['Sylvain White']]
Predicted Ans:    Sylvain White
Predicted Path:   The Losers --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[directed_by]--> Sylvain White
Path (Raw):       The Losers --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[directed_by]--> Sylvain White
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of lake placid also wrote which films
Start Entity:     Lake Placid
Gold Answer:      [['From the Hip', 'To Gillian on Her 37th Birthday']]
Predicted Ans:    From the Hip
Predicted Path:   Lake Placid --[written_by]--> David E. Kelley --[(INV) written_by]--> From the Hip
Path (Raw):       Lake Placid --[written_by]--> David E. Kelley --[(INV) written_by]--> From the Hip --[No Operation]--> From the Hip
Neg LogProb(↓):   0.319155
Path Entropy(↓):  0.753455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by alexandre breffort
Start Entity:     Alexandre Breffort
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Alexandre Breffort --[(INV) written_by]--> Irma la Douce --[release_year]--> 1963
Path (Raw):       Alexandre Breffort --[No Operation]--> Alexandre Breffort --[(INV) written_by]--> Irma la Douce --[release_year]--> 1963
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film jcvd were in which genres
Start Entity:     JCVD
Gold Answer:      [['Action']]
Predicted Ans:    Drama
Predicted Path:   JCVD --[directed_by]--> Mabrouk El Mechri --[(INV) directed_by]--> JCVD --[has_genre]--> Drama
Path (Raw):       JCVD --[directed_by]--> Mabrouk El Mechri --[(INV) directed_by]--> JCVD --[has_genre]--> Drama
Neg LogProb(↓):   0.091874
Path Entropy(↓):  0.346645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed angela's ashes
Start Entity:     Angela's Ashes
Gold Answer:      [['Mickey Rourke', 'Paolo Bonacelli', 'Irene Miracle', 'Kate Winslet', 'Kevin Spacey', 'Tamlyn Tomita', 'Anthony Hopkins', 'Robert De Niro', 'John Cusack', 'Diane Keaton', 'Matthew Broderick', 'Frances McDormand', 'Madonna', 'Willem Dafoe', 'Bo Hopkins', 'Nicolas Cage', 'Brad Davis', 'Dennis Quaid', 'Karen Allen', 'Lisa Bonet', 'Gene Hackman', 'Albert Finney', 'Scott Baio', 'Bridget Fonda', 'Jonathan Pryce', 'Matthew Modine', 'Brad Dourif', 'Antonio Banderas', 'Jodie Foster', 'Peter Weller']]
Predicted Ans:    Kevin Spacey
Predicted Path:   Angela's Ashes --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kevin Spacey
Path (Raw):       Angela's Ashes --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.757983
Path Entropy(↓):  1.400326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in absolon
Start Entity:     Absolon
Gold Answer:      [['Alki David', 'Gregory Widen', 'John Fusco', 'Stewart Raffill', 'Luis Valdez', 'Gabriele Salvatores', 'William Wesley', 'Agnieszka Holland', 'Mario Puzo', 'Daniel Chuba', 'David C. Wilson', 'Robert Resnikoff', 'Luc Besson', 'Ed Boon', 'John Tobias', 'Kevin Droney', 'William Malone', 'Everett De Roche']]
Predicted Ans:    Robert Resnikoff
Predicted Path:   Absolon --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Path (Raw):       Absolon --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Neg LogProb(↓):   0.011409
Path Entropy(↓):  0.072505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by sanjay leela bhansali were in which languages
Start Entity:     Sanjay Leela Bhansali
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Sanjay Leela Bhansali --[(INV) directed_by]--> Saawariya --[in_language]--> Hindi
Path (Raw):       Sanjay Leela Bhansali --[No Operation]--> Sanjay Leela Bhansali --[(INV) directed_by]--> Saawariya --[in_language]--> Hindi
Neg LogProb(↓):   0.000158
Path Entropy(↓):  0.001582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film how to kill your neighbor's dog was directed by who
Start Entity:     How to Kill Your Neighbor's Dog
Gold Answer:      [['Michael Kalesniko']]
Predicted Ans:    Michael Kalesniko
Predicted Path:   How to Kill Your Neighbor's Dog --[directed_by]--> Michael Kalesniko --[(INV) directed_by]--> How to Kill Your Neighbor's Dog --[directed_by]--> Michael Kalesniko
Path (Raw):       How to Kill Your Neighbor's Dog --[directed_by]--> Michael Kalesniko --[(INV) directed_by]--> How to Kill Your Neighbor's Dog --[directed_by]--> Michael Kalesniko
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the ghost breakers
Start Entity:     The Ghost Breakers
Gold Answer:      [['Elbert Hubbard', 'William Roberts', 'Walter Doniger', 'Raymond Chandler', 'Philip Yordan', 'Alec Coppel', 'James R. Webb', 'Max Brand', 'Harold Kellock', 'Jack Schaefer']]
Predicted Ans:    Jack Schaefer
Predicted Path:   The Ghost Breakers --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Path (Raw):       The Ghost Breakers --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Neg LogProb(↓):   0.012633
Path Entropy(↓):  0.086705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of losing chase
Start Entity:     Losing Chase
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Losing Chase --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Path (Raw):       Losing Chase --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Neg LogProb(↓):   2.438724
Path Entropy(↓):  4.033465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the cabinet of caligari
Start Entity:     The Cabinet of Caligari
Gold Answer:      [['Drama', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The Cabinet of Caligari --[written_by]--> Robert Bloch --[(INV) written_by]--> Torture Garden --[has_genre]--> Horror
Path (Raw):       The Cabinet of Caligari --[written_by]--> Robert Bloch --[(INV) written_by]--> Torture Garden --[has_genre]--> Horror
Neg LogProb(↓):   0.398494
Path Entropy(↓):  0.730178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film nana
Start Entity:     Nana
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Nana --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Nana --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.255230
Path Entropy(↓):  4.504827
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film nuts released
Start Entity:     Nuts
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Nuts --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Nuts --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.773272
Path Entropy(↓):  4.452344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote aguirre, the wrath of god
Start Entity:     Aguirre, the Wrath of God
Gold Answer:      [['Lao', 'Tibetan', 'German']]
Predicted Ans:    German
Predicted Path:   Aguirre, the Wrath of God --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[in_language]--> German
Path (Raw):       Aguirre, the Wrath of God --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[in_language]--> German
Neg LogProb(↓):   0.864818
Path Entropy(↓):  1.503245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by abraham sofaer were directed by who
Start Entity:     Abraham Sofaer
Gold Answer:      [['George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   Abraham Sofaer --[(INV) starred_actors]--> Bhowani Junction --[directed_by]--> George Cukor
Path (Raw):       Abraham Sofaer --[No Operation]--> Abraham Sofaer --[(INV) starred_actors]--> Bhowani Junction --[directed_by]--> George Cukor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the hangover
Start Entity:     The Hangover
Gold Answer:      [['2009', '2008', '2005', '2010', '2004', '2014', '2012', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   The Hangover --[starred_actors]--> Zach Galifianakis --[(INV) starred_actors]--> The Hangover Part III --[release_year]--> 2013
Path (Raw):       The Hangover --[starred_actors]--> Zach Galifianakis --[(INV) starred_actors]--> The Hangover Part III --[release_year]--> 2013
Neg LogProb(↓):   0.786450
Path Entropy(↓):  1.508897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with zac stanford
Start Entity:     Zac Stanford
Gold Answer:      [['Arie Posin']]
Predicted Ans:    Zac Stanford
Predicted Path:   Zac Stanford --[(INV) written_by]--> The Chumscrubber --[written_by]--> Zac Stanford
Path (Raw):       Zac Stanford --[No Operation]--> Zac Stanford --[(INV) written_by]--> The Chumscrubber --[written_by]--> Zac Stanford
Neg LogProb(↓):   0.005990
Path Entropy(↓):  0.036684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movie the reluctant dragon
Start Entity:     The Reluctant Dragon
Gold Answer:      [['Robert Benchley']]
Predicted Ans:    Robert Benchley
Predicted Path:   The Reluctant Dragon --[starred_actors]--> Robert Benchley --[(INV) starred_actors]--> The Reluctant Dragon --[starred_actors]--> Robert Benchley
Path (Raw):       The Reluctant Dragon --[starred_actors]--> Robert Benchley --[(INV) starred_actors]--> The Reluctant Dragon --[starred_actors]--> Robert Benchley
Neg LogProb(↓):   0.030153
Path Entropy(↓):  0.173341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of alfredo giannetti
Start Entity:     Alfredo Giannetti
Gold Answer:      [['Pietro Germi', 'Ennio De Concini']]
Predicted Ans:    Ennio De Concini
Predicted Path:   Alfredo Giannetti --[(INV) written_by]--> Divorce Italian Style --[written_by]--> Ennio De Concini
Path (Raw):       Alfredo Giannetti --[No Operation]--> Alfredo Giannetti --[(INV) written_by]--> Divorce Italian Style --[written_by]--> Ennio De Concini
Neg LogProb(↓):   0.234673
Path Entropy(↓):  0.570088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of no time for love
Start Entity:     No Time for Love
Gold Answer:      [['Ray Milland', 'Barbara Stanwyck', 'Fred MacMurray', 'Claudette Colbert', 'George Murphy', 'Henry Fonda', 'Alan Hale', 'C. Aubrey Smith', 'Joan Leslie']]
Predicted Ans:    Claudette Colbert
Predicted Path:   No Time for Love --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[starred_actors]--> Claudette Colbert
Path (Raw):       No Time for Love --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   0.784787
Path Entropy(↓):  1.275262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of nowhere
Start Entity:     Nowhere
Gold Answer:      [['Anna Faris', 'Matt Keeslar', 'Johnathon Schaech', 'Kathleen Robertson', 'Danny Masterson', 'Roscoe Lee Browne', 'Rose McGowan', 'James Duval', 'Haley Bennett', 'Thomas Dekker']]
Predicted Ans:    Matt Keeslar
Predicted Path:   Nowhere --[directed_by]--> Gregg Araki --[(INV) directed_by]--> Splendor --[starred_actors]--> Matt Keeslar
Path (Raw):       Nowhere --[directed_by]--> Gregg Araki --[(INV) directed_by]--> Splendor --[starred_actors]--> Matt Keeslar
Neg LogProb(↓):   0.645748
Path Entropy(↓):  1.414190
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of james norman hall
Start Entity:     James Norman Hall
Gold Answer:      [['Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Dan Gordon', 'Charles Lederer', 'Charles Nordhoff', 'Casey Robinson', 'Jack Moffitt']]
Predicted Ans:    Casey Robinson
Predicted Path:   James Norman Hall --[(INV) written_by]--> Passage to Marseille --[written_by]--> Casey Robinson
Path (Raw):       James Norman Hall --[No Operation]--> James Norman Hall --[(INV) written_by]--> Passage to Marseille --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.063803
Path Entropy(↓):  0.319806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did max winkler write
Start Entity:     Max Winkler
Gold Answer:      [['Ceremony']]
Predicted Ans:    Ceremony
Predicted Path:   Max Winkler --[(INV) written_by]--> Ceremony --[written_by]--> Max Winkler --[(INV) written_by]--> Ceremony
Path (Raw):       Max Winkler --[(INV) written_by]--> Ceremony --[written_by]--> Max Winkler --[(INV) written_by]--> Ceremony
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of les crutchfield written films
Start Entity:     Les Crutchfield
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Les Crutchfield --[(INV) written_by]--> Tarzan's Greatest Adventure --[release_year]--> 1959
Path (Raw):       Les Crutchfield --[No Operation]--> Les Crutchfield --[(INV) written_by]--> Tarzan's Greatest Adventure --[release_year]--> 1959
Neg LogProb(↓):   0.114394
Path Entropy(↓):  0.342829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the nativity released
Start Entity:     The Nativity
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   The Nativity --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Path (Raw):       The Nativity --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Neg LogProb(↓):   1.842273
Path Entropy(↓):  3.316203
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie in this world were in which languages
Start Entity:     In This World
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   In This World --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Path (Raw):       In This World --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Neg LogProb(↓):   0.009148
Path Entropy(↓):  0.057755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by laura bower van nuys
Start Entity:     Laura Bower Van Nuys
Gold Answer:      [['The One and Only, Genuine, Original Family Band']]
Predicted Ans:    The One and Only, Genuine, Original Family Band
Predicted Path:   Laura Bower Van Nuys --[(INV) written_by]--> The One and Only, Genuine, Original Family Band --[written_by]--> Laura Bower Van Nuys --[(INV) written_by]--> The One and Only, Genuine, Original Family Band
Path (Raw):       Laura Bower Van Nuys --[(INV) written_by]--> The One and Only, Genuine, Original Family Band --[written_by]--> Laura Bower Van Nuys --[(INV) written_by]--> The One and Only, Genuine, Original Family Band
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of david daker starred movies
Start Entity:     David Daker
Gold Answer:      [['2012', '1989']]
Predicted Ans:    1989
Predicted Path:   David Daker --[(INV) starred_actors]--> The Woman in Black --[release_year]--> 1989
Path (Raw):       David Daker --[No Operation]--> David Daker --[(INV) starred_actors]--> The Woman in Black --[release_year]--> 1989
Neg LogProb(↓):   0.547290
Path Entropy(↓):  0.680769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by bad education actors
Start Entity:     Bad Education
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Bad Education --[starred_actors]--> Daniel Giménez Cacho --[(INV) starred_actors]--> Deep Crimson --[in_language]--> Spanish
Path (Raw):       Bad Education --[starred_actors]--> Daniel Giménez Cacho --[(INV) starred_actors]--> Deep Crimson --[in_language]--> Spanish
Neg LogProb(↓):   0.045928
Path Entropy(↓):  0.225685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by barry unsworth
Start Entity:     Barry Unsworth
Gold Answer:      [['Drama', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Barry Unsworth --[(INV) written_by]--> The Reckoning --[has_genre]--> Drama
Path (Raw):       Barry Unsworth --[No Operation]--> Barry Unsworth --[(INV) written_by]--> The Reckoning --[has_genre]--> Drama
Neg LogProb(↓):   0.767845
Path Entropy(↓):  0.931152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by marcos efron
Start Entity:     Marcos Efron
Gold Answer:      [['Odette Annable', 'Karl Urban', 'Amber Heard', 'Pamela Franklin', 'Sandor Elès', 'Michele Dotrice']]
Predicted Ans:    Amber Heard
Predicted Path:   Marcos Efron --[(INV) directed_by]--> And Soon the Darkness --[starred_actors]--> Amber Heard
Path (Raw):       Marcos Efron --[No Operation]--> Marcos Efron --[(INV) directed_by]--> And Soon the Darkness --[starred_actors]--> Amber Heard
Neg LogProb(↓):   0.256143
Path Entropy(↓):  0.546331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of amy matysio acted films
Start Entity:     Amy Matysio
Gold Answer:      [['Lowell Dean']]
Predicted Ans:    Lowell Dean
Predicted Path:   Amy Matysio --[(INV) starred_actors]--> WolfCop --[directed_by]--> Lowell Dean
Path (Raw):       Amy Matysio --[No Operation]--> Amy Matysio --[(INV) starred_actors]--> WolfCop --[directed_by]--> Lowell Dean
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in open windows
Start Entity:     Open Windows
Gold Answer:      [['Norwegian', 'English']]
Predicted Ans:    English
Predicted Path:   Open Windows --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Good Son --[in_language]--> English
Path (Raw):       Open Windows --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Good Son --[in_language]--> English
Neg LogProb(↓):   0.146498
Path Entropy(↓):  0.546341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film no blade of grass
Start Entity:     No Blade of Grass
Gold Answer:      [['Ron Hutchinson', 'H.G. Wells', 'Joy Adamson', 'Richard Stanley']]
Predicted Ans:    Ron Hutchinson
Predicted Path:   No Blade of Grass --[starred_actors]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       No Blade of Grass --[starred_actors]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   0.064851
Path Entropy(↓):  0.294968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film dodsworth were released in which years
Start Entity:     Dodsworth
Gold Answer:      [['1970', '1946', '2003', '1959', '1936', '1935', '1941', '1968', '1939', '1933', '2009', '1951', '1953', '1956', '1976', '1942', '1938', '1940', '2012', '1961', '1955', '2011', '2013', '1949', '1966', '1929', '1965', '1952', '1958']]
Predicted Ans:    1942
Predicted Path:   Dodsworth --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[release_year]--> 1942
Path (Raw):       Dodsworth --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[release_year]--> 1942
Neg LogProb(↓):   1.712838
Path Entropy(↓):  2.498079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by andre de toth
Start Entity:     André De Toth
Gold Answer:      [['Horror', 'War', 'Western', 'Crime']]
Predicted Ans:    Western
Predicted Path:   André De Toth --[(INV) directed_by]--> Day of the Outlaw --[has_genre]--> Western
Path (Raw):       André De Toth --[No Operation]--> André De Toth --[(INV) directed_by]--> Day of the Outlaw --[has_genre]--> Western
Neg LogProb(↓):   0.026846
Path Entropy(↓):  0.134227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in lullaby
Start Entity:     Lullaby
Gold Answer:      [['French', 'English']]
Predicted Ans:    dean parisot
Predicted Path:   Lullaby --[starred_actors]--> Richard Jenkins --[(INV) starred_actors]--> Fun with Dick and Jane --[has_tags]--> dean parisot
Path (Raw):       Lullaby --[starred_actors]--> Richard Jenkins --[(INV) starred_actors]--> Fun with Dick and Jane --[has_tags]--> dean parisot
Neg LogProb(↓):   0.875987
Path Entropy(↓):  0.767771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films you'll find out are written by who
Start Entity:     You'll Find Out
Gold Answer:      [['Don Hartman', 'Nat Perrin', 'Sam Hellman', 'Harry Tugend', 'Jack Yellen', 'Gladys Lehman', 'Laura E. Richard', 'Arthur Sheekman', 'Harry Clork', 'Frank Mandel', 'Vincent Youmans', 'William M. Conselman', 'John Taintor Foote', 'I.A.L. Diamond', 'Jack Rose', 'Guy Trosper', 'Frank Butler', 'Edwin J. Burke', 'Edward Peple', 'Alan Le May', 'David Butler', 'Sy Bartlett']]
Predicted Ans:    Alan Le May
Predicted Path:   You'll Find Out --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[written_by]--> Alan Le May
Path (Raw):       You'll Find Out --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[written_by]--> Alan Le May
Neg LogProb(↓):   0.844022
Path Entropy(↓):  1.434424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by torkel petersson were released in which years
Start Entity:     Torkel Petersson
Gold Answer:      [['2000', '2006', '2003']]
Predicted Ans:    2000
Predicted Path:   Torkel Petersson --[(INV) starred_actors]--> Jalla! Jalla! --[release_year]--> 2000
Path (Raw):       Torkel Petersson --[No Operation]--> Torkel Petersson --[(INV) starred_actors]--> Jalla! Jalla! --[release_year]--> 2000
Neg LogProb(↓):   0.201097
Path Entropy(↓):  0.492008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by george hamilton in
Start Entity:     George Hamilton
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   George Hamilton --[(INV) starred_actors]--> Viva Maria! --[in_language]--> English
Path (Raw):       George Hamilton --[No Operation]--> George Hamilton --[(INV) starred_actors]--> Viva Maria! --[in_language]--> English
Neg LogProb(↓):   0.581733
Path Entropy(↓):  0.686194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie ironweed are directed by who
Start Entity:     Ironweed
Gold Answer:      [['Susan Seidelman', 'Edward Dmytryk', 'James Foley', 'Clint Eastwood', 'Mike Nichols', 'Etienne Périer', 'Tay Garnett', 'John Huston', 'Jerry Zaks', 'Martin Scorsese', 'Bob Rafelson', 'Jack Nicholson', 'Ben Younger', 'Alexander Payne', 'Jonathan Demme', 'Wes Anderson', 'Richard Thorpe', 'Sean Penn', 'Roman Polanski', 'Karel Reisz', 'Robert Redford', 'Wes Craven', 'Stanley Kubrick', 'Henry Hathaway', 'James L. Brooks', 'Jerry Schatzberg', 'John Ford', 'Henry Jaglom', 'George Marshall', 'Greg MacGillivray', 'Hal Ashby', 'Nancy Meyers', 'Phyllida Lloyd', 'David Frankel', 'Phillip Noyce', "Rockne S. O'Bannon", 'Danny DeVito', 'Robert Benton', 'Jack Garfein', 'Richard Rush', 'Gavin Hood', 'George Miller', 'Curtis Hanson', 'Ulu Grosbard', 'Robert Zemeckis', 'Fred Schepisi', 'Tim Burton', 'Peter Segal', 'Michelangelo Antonioni', 'Tony Richardson', 'Sydney Pollack', 'Arthur Penn', 'Stephen Daldry', 'William Wyler', "Pat O'Connor", 'John Patrick Shanley', 'George Stevens', 'John A. Davis', 'Barbet Schroeder', 'Lewis John Carlino', 'Carl Franklin', 'Monte Hellman', 'Elia Kazan', 'Rob Reiner', 'Alan J. Pakula']]
Predicted Ans:    David Frankel
Predicted Path:   Ironweed --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> The Devil Wears Prada --[directed_by]--> David Frankel
Path (Raw):       Ironweed --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> The Devil Wears Prada --[directed_by]--> David Frankel
Neg LogProb(↓):   1.290490
Path Entropy(↓):  2.254102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the way ahead were in which genres
Start Entity:     The Way Ahead
Gold Answer:      [['War', 'Thriller']]
Predicted Ans:    War
Predicted Path:   The Way Ahead --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Key --[has_genre]--> War
Path (Raw):       The Way Ahead --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Key --[has_genre]--> War
Neg LogProb(↓):   0.536339
Path Entropy(↓):  0.968148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the constant nymph actors
Start Entity:     The Constant Nymph
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Constant Nymph --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[has_genre]--> Drama
Path (Raw):       The Constant Nymph --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> All This, and Heaven Too --[has_genre]--> Drama
Neg LogProb(↓):   1.091372
Path Entropy(↓):  1.952169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed green for danger
Start Entity:     Green for Danger
Gold Answer:      [['Kingsley Amis', 'Bryan Forbes']]
Predicted Ans:    Sidney Gilliat
Predicted Path:   Green for Danger --[directed_by]--> Sidney Gilliat --[(INV) directed_by]--> Green for Danger --[written_by]--> Sidney Gilliat
Path (Raw):       Green for Danger --[directed_by]--> Sidney Gilliat --[(INV) directed_by]--> Green for Danger --[written_by]--> Sidney Gilliat
Neg LogProb(↓):   0.114234
Path Entropy(↓):  0.410106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the director scott frank
Start Entity:     Scott Frank
Gold Answer:      [['Isla Fisher', 'Liam Neeson', 'Matthew Goode', 'Jeff Daniels']]
Predicted Ans:    Jeff Daniels
Predicted Path:   Scott Frank --[(INV) directed_by]--> The Lookout --[starred_actors]--> Jeff Daniels
Path (Raw):       Scott Frank --[No Operation]--> Scott Frank --[(INV) directed_by]--> The Lookout --[starred_actors]--> Jeff Daniels
Neg LogProb(↓):   0.439975
Path Entropy(↓):  0.900672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ben sherwood starred which actors
Start Entity:     Ben Sherwood
Gold Answer:      [['Amanda Crew', 'Zac Efron']]
Predicted Ans:    Zac Efron
Predicted Path:   Ben Sherwood --[(INV) written_by]--> Charlie St. Cloud --[starred_actors]--> Zac Efron
Path (Raw):       Ben Sherwood --[No Operation]--> Ben Sherwood --[(INV) written_by]--> Charlie St. Cloud --[starred_actors]--> Zac Efron
Neg LogProb(↓):   0.001469
Path Entropy(↓):  0.011040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with oedipus rex were released in which years
Start Entity:     Oedipus Rex
Gold Answer:      [['1962', '1968', '1963', '1988', '1964', '1975', '1972', '1971', '1966', '1942', '1961', '1969', '1974']]
Predicted Ans:    1988
Predicted Path:   Oedipus Rex --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[release_year]--> 1988
Path (Raw):       Oedipus Rex --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[release_year]--> 1988
Neg LogProb(↓):   1.128906
Path Entropy(↓):  2.372207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did gregory nava write the story for
Start Entity:     Gregory Nava
Gold Answer:      [['My Family', 'Frida', 'Bordertown', 'El Norte']]
Predicted Ans:    My Family
Predicted Path:   Gregory Nava --[(INV) written_by]--> My Family --[written_by]--> Gregory Nava --[(INV) written_by]--> My Family
Path (Raw):       Gregory Nava --[(INV) written_by]--> My Family --[written_by]--> Gregory Nava --[(INV) written_by]--> My Family
Neg LogProb(↓):   0.066508
Path Entropy(↓):  0.271081
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by jacqueline fernandez
Start Entity:     Jacqueline Fernandez
Gold Answer:      [['Sajid Khan']]
Predicted Ans:    Sajid Khan
Predicted Path:   Jacqueline Fernandez --[(INV) starred_actors]--> Housefull 2 --[directed_by]--> Sajid Khan
Path (Raw):       Jacqueline Fernandez --[No Operation]--> Jacqueline Fernandez --[(INV) starred_actors]--> Housefull 2 --[directed_by]--> Sajid Khan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by ebru ceylan were in which genres
Start Entity:     Ebru Ceylan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ebru Ceylan --[(INV) starred_actors]--> Climates --[has_genre]--> Drama
Path (Raw):       Ebru Ceylan --[No Operation]--> Ebru Ceylan --[(INV) starred_actors]--> Climates --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by meet me in st. louis actors
Start Entity:     Meet Me in St. Louis
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'Norman Taurog', 'John Huston', 'Roy Rowland', 'William A. Wellman', 'Preston Sturges', 'Roy Del Ruth', 'Busby Berkeley', 'Lewis Milestone', 'John Ford', 'Alfred E. Green', 'Vincent Sherman', 'George Sidney', 'Robert Lewis', 'Lemuel Ayers', 'Merrill Pye', 'John Cassavetes', 'Charles Walters', 'Fred M. Wilcox', 'Vincente Minnelli', 'Tom Hooper', 'Victor Fleming', 'Agnieszka Holland', 'William Wyler', 'Norman Jewison', 'Robert Z. Leonard']]
Predicted Ans:    John Huston
Predicted Path:   Meet Me in St. Louis --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> The Maltese Falcon --[directed_by]--> John Huston
Path (Raw):       Meet Me in St. Louis --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> The Maltese Falcon --[directed_by]--> John Huston
Neg LogProb(↓):   0.167611
Path Entropy(↓):  0.656463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with tim blaney
Start Entity:     Tim Blaney
Gold Answer:      [['Cynthia Gibb', 'Fisher Stevens', 'Michael McKean']]
Predicted Ans:    Cynthia Gibb
Predicted Path:   Tim Blaney --[(INV) starred_actors]--> Short Circuit 2 --[starred_actors]--> Cynthia Gibb
Path (Raw):       Tim Blaney --[No Operation]--> Tim Blaney --[(INV) starred_actors]--> Short Circuit 2 --[starred_actors]--> Cynthia Gibb
Neg LogProb(↓):   0.006430
Path Entropy(↓):  0.045590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of wilby wonderful also wrote movies
Start Entity:     Wilby Wonderful
Gold Answer:      [['Marion Bridge']]
Predicted Ans:    Marion Bridge
Predicted Path:   Wilby Wonderful --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Marion Bridge
Path (Raw):       Wilby Wonderful --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Marion Bridge --[No Operation]--> Marion Bridge
Neg LogProb(↓):   0.629349
Path Entropy(↓):  0.691002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by holt mccallany
Start Entity:     Holt McCallany
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Holt McCallany --[(INV) starred_actors]--> Below --[has_genre]--> Horror
Path (Raw):       Holt McCallany --[No Operation]--> Holt McCallany --[(INV) starred_actors]--> Below --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of the brink's job
Start Entity:     The Brink's Job
Gold Answer:      [['William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   The Brink's Job --[directed_by]--> William Friedkin --[(INV) directed_by]--> Deal of the Century --[directed_by]--> William Friedkin
Path (Raw):       The Brink's Job --[directed_by]--> William Friedkin --[(INV) directed_by]--> Deal of the Century --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.696477
Path Entropy(↓):  0.962033
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the ballad of little jo released
Start Entity:     The Ballad of Little Jo
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   The Ballad of Little Jo --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       The Ballad of Little Jo --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   3.124810
Path Entropy(↓):  4.635105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the man who laughs were released in which years
Start Entity:     The Man Who Laughs
Gold Answer:      [['1924', '1927', '1939', '1921']]
Predicted Ans:    2012
Predicted Path:   The Man Who Laughs --[directed_by]--> Paul Leni --[(INV) directed_by]--> The Man Who Laughs --[release_year]--> 2012
Path (Raw):       The Man Who Laughs --[directed_by]--> Paul Leni --[(INV) directed_by]--> The Man Who Laughs --[release_year]--> 2012
Neg LogProb(↓):   0.939109
Path Entropy(↓):  1.431366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was graeme clifford the director of
Start Entity:     Graeme Clifford
Gold Answer:      [['Ruby Cairo']]
Predicted Ans:    Ruby Cairo
Predicted Path:   Graeme Clifford --[(INV) directed_by]--> Ruby Cairo --[directed_by]--> Graeme Clifford --[(INV) directed_by]--> Ruby Cairo
Path (Raw):       Graeme Clifford --[(INV) directed_by]--> Ruby Cairo --[directed_by]--> Graeme Clifford --[(INV) directed_by]--> Ruby Cairo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie god is great and i'm not
Start Entity:     God Is Great and I'm Not
Gold Answer:      [['2000', '2009', '2001', '2004', '2006', '2002', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   God Is Great and I'm Not --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Path (Raw):       God Is Great and I'm Not --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Neg LogProb(↓):   0.160331
Path Entropy(↓):  0.674943
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in harriet craig
Start Entity:     Harriet Craig
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    English
Predicted Path:   Harriet Craig --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[in_language]--> English
Path (Raw):       Harriet Craig --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[in_language]--> English
Neg LogProb(↓):   0.693889
Path Entropy(↓):  0.699697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed beauty and the beast
Start Entity:     Beauty and the Beast
Gold Answer:      [['Christophe Gans']]
Predicted Ans:    Jean Cocteau
Predicted Path:   Beauty and the Beast --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Orpheus --[directed_by]--> Jean Cocteau
Path (Raw):       Beauty and the Beast --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Orpheus --[directed_by]--> Jean Cocteau
Neg LogProb(↓):   0.024345
Path Entropy(↓):  0.123819
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by the writer of jennifer's body
Start Entity:     Jennifer's Body
Gold Answer:      [['Phoebe Cates', 'Willie Aames', 'Don Johnson', 'Melanie Griffith', 'Ellen Page', 'Russell Brand', 'Holly Hunter', 'Julianne Hough', 'Elijah Wood', 'Jason Bateman', 'Jennifer Garner', 'Michael Cera', 'Charlize Theron']]
Predicted Ans:    Melanie Griffith
Predicted Path:   Jennifer's Body --[written_by]--> Diablo Cody --[(INV) written_by]--> Paradise --[starred_actors]--> Melanie Griffith
Path (Raw):       Jennifer's Body --[written_by]--> Diablo Cody --[(INV) written_by]--> Paradise --[starred_actors]--> Melanie Griffith
Neg LogProb(↓):   0.550731
Path Entropy(↓):  1.119904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in barfly
Start Entity:     Barfly
Gold Answer:      [['Sport', 'Documentary', 'Western', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Barfly --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Domino --[has_genre]--> Action
Path (Raw):       Barfly --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Domino --[has_genre]--> Action
Neg LogProb(↓):   0.375831
Path Entropy(↓):  1.174808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of when a man loves a woman
Start Entity:     When a Man Loves a Woman
Gold Answer:      [['Rain Man', 'Stuart Saves His Family', 'Black Widow', 'The Joy Luck Club', 'Amelia']]
Predicted Ans:    Black Widow
Predicted Path:   When a Man Loves a Woman --[written_by]--> Ronald Bass --[(INV) written_by]--> Black Widow
Path (Raw):       When a Man Loves a Woman --[written_by]--> Ronald Bass --[(INV) written_by]--> Black Widow --[No Operation]--> Black Widow
Neg LogProb(↓):   0.086100
Path Entropy(↓):  0.366398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie copying beethoven
Start Entity:     Copying Beethoven
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Copying Beethoven --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       Copying Beethoven --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   3.265775
Path Entropy(↓):  4.728052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director robert denny co - directed films with who
Start Entity:     Robert Denny
Gold Answer:      [['David Hoffman']]
Predicted Ans:    Robert Denny
Predicted Path:   Robert Denny --[(INV) directed_by]--> How Hitler Lost the War --[directed_by]--> Robert Denny
Path (Raw):       Robert Denny --[No Operation]--> Robert Denny --[(INV) directed_by]--> How Hitler Lost the War --[directed_by]--> Robert Denny
Neg LogProb(↓):   0.001461
Path Entropy(↓):  0.010993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe the unsuspected in a few words
Start Entity:     The Unsuspected
Gold Answer:      [['michael curtiz']]
Predicted Ans:    michael curtiz
Predicted Path:   The Unsuspected --[has_tags]--> michael curtiz --[(INV) has_tags]--> Dodge City --[has_tags]--> michael curtiz
Path (Raw):       The Unsuspected --[has_tags]--> michael curtiz --[(INV) has_tags]--> Dodge City --[has_tags]--> michael curtiz
Neg LogProb(↓):   0.168011
Path Entropy(↓):  0.432437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by howard the duck writers
Start Entity:     Howard the Duck
Gold Answer:      [['Horror', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Howard the Duck --[written_by]--> Willard Huyck --[(INV) written_by]--> Radioland Murders --[has_genre]--> Comedy
Path (Raw):       Howard the Duck --[written_by]--> Willard Huyck --[(INV) written_by]--> Radioland Murders --[has_genre]--> Comedy
Neg LogProb(↓):   0.993833
Path Entropy(↓):  1.474627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the errand boy
Start Entity:     The Errand Boy
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Errand Boy --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Path (Raw):       The Errand Boy --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.473295
Path Entropy(↓):  0.707666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of stephen carpenter written movies
Start Entity:     Stephen Carpenter
Gold Answer:      [['Joseph Sargent', 'Les Mayfield']]
Predicted Ans:    Joseph Sargent
Predicted Path:   Stephen Carpenter --[(INV) written_by]--> The Man --[directed_by]--> Joseph Sargent
Path (Raw):       Stephen Carpenter --[No Operation]--> Stephen Carpenter --[(INV) written_by]--> The Man --[directed_by]--> Joseph Sargent
Neg LogProb(↓):   0.537298
Path Entropy(↓):  0.678858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of david selby acted films
Start Entity:     David Selby
Gold Answer:      [['Paul Zindel', 'Dan Curtis', 'Clive Cussler', 'Eric Hughes', 'Adam Kennedy', 'L.H. Whittemore']]
Predicted Ans:    Dan Curtis
Predicted Path:   David Selby --[(INV) starred_actors]--> Night of Dark Shadows --[written_by]--> Dan Curtis
Path (Raw):       David Selby --[No Operation]--> David Selby --[(INV) starred_actors]--> Night of Dark Shadows --[written_by]--> Dan Curtis
Neg LogProb(↓):   0.001710
Path Entropy(↓):  0.013847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was kids world released
Start Entity:     Kids World
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Kids World --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Kids World --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.861225
Path Entropy(↓):  4.262918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is adam had four sons in
Start Entity:     Adam Had Four Sons
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Ernest K. Gann
Predicted Path:   Adam Had Four Sons --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> Soldier of Fortune --[written_by]--> Ernest K. Gann
Path (Raw):       Adam Had Four Sons --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> Soldier of Fortune --[written_by]--> Ernest K. Gann
Neg LogProb(↓):   0.431059
Path Entropy(↓):  1.012345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie last of the red hot lovers
Start Entity:     Last of the Red Hot Lovers
Gold Answer:      [['David Hubbard', 'Howard R. Cohen', 'Tony Mendez', 'Joshuah Bearman', 'Rodney Dangerfield', 'Larry Kramer', 'Steven Horowitz', 'Neil Offen', 'Larry Gelbart', 'Michael Arndt', 'Carson McCullers', 'Eddy Terstall', 'Marshall Brickman', 'Joseph Bologna', 'Peter S. Beagle', 'Frank Waldman', 'Tom Waldman', 'John Cusack', 'Richard Hooker', 'Tamara Jenkins', 'Blake Edwards', 'Renée Taylor', 'Billy Wilder', 'Robert Carrington', 'Nicholas Meyer', 'Ira Levin', 'Gary Preisler', 'Ivan Passer', 'I.A.L. Diamond', 'Andrew Davis', 'Ring Lardner Jr.', 'Frederick Knott', 'Harvey Miller', 'Danny Bilson', 'William Dear', 'Buck Henry', 'Dave Stevens', 'Francis Veber', 'Robert Riskin', 'Paul De Meo', 'Andrew Bergman', 'David Giler', 'Lorenzo Semple Jr.', 'James Gunn', 'Loren Singer', 'Dave Barry', 'William Goldman', 'Joseph Heller', 'Paul Rudnick', 'Mel Brooks', 'James Hilton', 'Nora Johnson']]
Predicted Ans:    Larry Kramer
Predicted Path:   Last of the Red Hot Lovers --[starred_actors]--> Sally Kellerman --[(INV) starred_actors]--> Lost Horizon --[written_by]--> Larry Kramer
Path (Raw):       Last of the Red Hot Lovers --[starred_actors]--> Sally Kellerman --[(INV) starred_actors]--> Lost Horizon --[written_by]--> Larry Kramer
Neg LogProb(↓):   0.580955
Path Entropy(↓):  0.983474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of from the earth to the moon
Start Entity:     From the Earth to the Moon
Gold Answer:      [['Gaslight', 'Confessions of a Nazi Spy', 'Love Me Tender', 'Niagara', 'The Picture of Dorian Gray', 'The Lodger', 'The Man with a Cloak', 'While the City Sleeps', 'Walk Softly, Stranger', 'Village of the Damned', 'The Son of Monte Cristo', 'Demetrius and the Gladiators', 'Latitude Zero', 'The Private Affairs of Bel Ami', 'A Blueprint for Murder', 'The Abominable Dr. Phibes', 'The Saint in London', 'Forever Amber', 'The Hearse', 'Call Me Madam', "The Farmer's Daughter", 'Allegheny Uprising', 'Love Letters', 'The Jungle Book', 'Fourteen Hours', "Airport '77", 'Beyond the Forest', 'Lured', 'The Third Man', 'Tora! Tora! Tora!', 'Ivanhoe', 'All About Eve', 'Rage in Heaven', 'The Magnificent Ambersons', 'Shadow of a Doubt', 'The Killer Is Loose', 'The House of the Seven Gables', 'The Last Sunset', 'Portrait of Jennie', 'Foreign Correspondent', 'The Haunted Palace', 'The Steel Trap', "I'll Be Seeing You", 'This Land Is Mine', 'Duel in the Sun', 'Journey to Italy', 'Samson and Delilah']]
Predicted Ans:    Confessions of a Nazi Spy
Predicted Path:   From the Earth to the Moon --[starred_actors]--> George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy
Path (Raw):       From the Earth to the Moon --[starred_actors]--> George Sanders --[No Operation]--> George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy
Neg LogProb(↓):   0.565737
Path Entropy(↓):  1.478110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter joseph mcgrath
Start Entity:     Joseph McGrath
Gold Answer:      [['Ringo Starr', 'Peter Sellers']]
Predicted Ans:    Peter Sellers
Predicted Path:   Joseph McGrath --[(INV) written_by]--> The Magic Christian --[starred_actors]--> Peter Sellers
Path (Raw):       Joseph McGrath --[No Operation]--> Joseph McGrath --[(INV) written_by]--> The Magic Christian --[starred_actors]--> Peter Sellers
Neg LogProb(↓):   0.257576
Path Entropy(↓):  0.535869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was greer goodman the writer of
Start Entity:     Greer Goodman
Gold Answer:      [['The Tao of Steve']]
Predicted Ans:    The Tao of Steve
Predicted Path:   Greer Goodman --[(INV) written_by]--> The Tao of Steve --[written_by]--> Greer Goodman --[(INV) written_by]--> The Tao of Steve
Path (Raw):       Greer Goodman --[(INV) written_by]--> The Tao of Steve --[written_by]--> Greer Goodman --[(INV) written_by]--> The Tao of Steve
Neg LogProb(↓):   0.366920
Path Entropy(↓):  0.692601
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of tess
Start Entity:     Tess
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Tess --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Venus in Fur --[has_genre]--> Drama
Path (Raw):       Tess --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Venus in Fur --[has_genre]--> Drama
Neg LogProb(↓):   0.629671
Path Entropy(↓):  1.099038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by bob rafelson
Start Entity:     Bob Rafelson
Gold Answer:      [['Bruce Dern', 'Sally Field', 'Jennifer Lopez', 'Karen Black', 'Arnold Schwarzenegger', 'Jack Nicholson', 'Iain Glen', 'Stephen Dorff', 'Patrick Bergin', 'Jeff Bridges', 'Ellen Burstyn', 'Judy Davis']]
Predicted Ans:    Karen Black
Predicted Path:   Bob Rafelson --[(INV) written_by]--> Five Easy Pieces --[starred_actors]--> Karen Black
Path (Raw):       Bob Rafelson --[No Operation]--> Bob Rafelson --[(INV) written_by]--> Five Easy Pieces --[starred_actors]--> Karen Black
Neg LogProb(↓):   0.492027
Path Entropy(↓):  0.720441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by anouk grinberg in
Start Entity:     Anouk Grinberg
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Anouk Grinberg --[(INV) starred_actors]--> My Man --[has_genre]--> Drama
Path (Raw):       Anouk Grinberg --[No Operation]--> Anouk Grinberg --[(INV) starred_actors]--> My Man --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of raising helen
Start Entity:     Raising Helen
Gold Answer:      [['Deborah Amelon', 'Abby Kohn', 'Marc Silverstein', 'Katherine Fugate', 'Neal Marshall', 'Garry Marshall', 'Mary Agnes Donoghue', 'Bob Brunner', 'Josann McGibbon', 'Meg Cabot', 'Terrence McNally', 'Sara Parriott', 'Iris Rainer']]
Predicted Ans:    Sara Parriott
Predicted Path:   Raising Helen --[directed_by]--> Garry Marshall --[(INV) directed_by]--> Runaway Bride --[written_by]--> Sara Parriott
Path (Raw):       Raising Helen --[directed_by]--> Garry Marshall --[(INV) directed_by]--> Runaway Bride --[written_by]--> Sara Parriott
Neg LogProb(↓):   1.162084
Path Entropy(↓):  1.933795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is women on the verge of a nervous breakdown
Start Entity:     Women on the Verge of a Nervous Breakdown
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Women on the Verge of a Nervous Breakdown --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Women on the Verge of a Nervous Breakdown --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.916466
Path Entropy(↓):  5.339471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by david carson
Start Entity:     David Carson
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   David Carson --[(INV) directed_by]--> Unstoppable --[has_genre]--> Thriller
Path (Raw):       David Carson --[No Operation]--> David Carson --[(INV) directed_by]--> Unstoppable --[has_genre]--> Thriller
Neg LogProb(↓):   0.261316
Path Entropy(↓):  0.798600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie sin city released
Start Entity:     Sin City
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Sin City --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Sin City --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.550797
Path Entropy(↓):  4.172365
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the jungle book 2
Start Entity:     The Jungle Book 2
Gold Answer:      [['John Goodman', 'Haley Joel Osment']]
Predicted Ans:    Michael Parks
Predicted Path:   The Jungle Book 2 --[starred_actors]--> Haley Joel Osment --[(INV) starred_actors]--> Tusk --[starred_actors]--> Michael Parks
Path (Raw):       The Jungle Book 2 --[starred_actors]--> Haley Joel Osment --[(INV) starred_actors]--> Tusk --[starred_actors]--> Michael Parks
Neg LogProb(↓):   0.704250
Path Entropy(↓):  1.294796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by judith guest were directed by who
Start Entity:     Judith Guest
Gold Answer:      [['Robert Redford']]
Predicted Ans:    Robert Redford
Predicted Path:   Judith Guest --[(INV) written_by]--> Ordinary People --[directed_by]--> Robert Redford
Path (Raw):       Judith Guest --[No Operation]--> Judith Guest --[(INV) written_by]--> Ordinary People --[directed_by]--> Robert Redford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of demon seed
Start Entity:     Demon Seed
Gold Answer:      [['Performance', 'White of the Eye']]
Predicted Ans:    Performance
Predicted Path:   Demon Seed --[directed_by]--> Donald Cammell --[(INV) directed_by]--> Performance
Path (Raw):       Demon Seed --[directed_by]--> Donald Cammell --[(INV) directed_by]--> Performance --[No Operation]--> Performance
Neg LogProb(↓):   0.001529
Path Entropy(↓):  0.012670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie the three caballeros released
Start Entity:     The Three Caballeros
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   The Three Caballeros --[release_year]--> 1944 --[(INV) release_year]--> Hotel Reserve --[release_year]--> 1944
Path (Raw):       The Three Caballeros --[release_year]--> 1944 --[(INV) release_year]--> Hotel Reserve --[release_year]--> 1944
Neg LogProb(↓):   1.521556
Path Entropy(↓):  2.886654
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed play it to the bone
Start Entity:     Play It to the Bone
Gold Answer:      [['Don Johnson', 'Lena Olin', 'Trey Wilson', 'Rene Russo', 'Kurt Russell', 'Paul Newman', 'Woody Harrelson', 'Harrison Ford', 'Tim Robbins', 'Lolita Davidovich', 'Wesley Snipes', 'Kevin Costner', 'Susan Sarandon', 'Josh Hartnett', 'Cheech Marin', 'Tommy Lee Jones', 'Bruce Greenwood']]
Predicted Ans:    Kevin Costner
Predicted Path:   Play It to the Bone --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Bull Durham --[starred_actors]--> Kevin Costner
Path (Raw):       Play It to the Bone --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Bull Durham --[starred_actors]--> Kevin Costner
Neg LogProb(↓):   0.881038
Path Entropy(↓):  1.686498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the queen of blood director release
Start Entity:     Queen of Blood
Gold Answer:      [['1961', '1965', '1967']]
Predicted Ans:    1961
Predicted Path:   Queen of Blood --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide --[release_year]--> 1961
Path (Raw):       Queen of Blood --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide --[release_year]--> 1961
Neg LogProb(↓):   0.573984
Path Entropy(↓):  1.020433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with kings row
Start Entity:     Kings Row
Gold Answer:      [['The Egyptian', 'Now, Voyager', "It's Love I'm After", 'The Snows of Kilimanjaro', 'Dark Victory', 'This Is the Army', 'All This, and Heaven Too', 'The Old Maid', 'Saratoga Trunk', 'Captain Blood', 'While the City Sleeps', 'Days of Glory', 'One Foot in Heaven', 'Passage to Marseille']]
Predicted Ans:    Passage to Marseille
Predicted Path:   Kings Row --[written_by]--> Casey Robinson --[(INV) written_by]--> Passage to Marseille
Path (Raw):       Kings Row --[written_by]--> Casey Robinson --[(INV) written_by]--> Passage to Marseille --[No Operation]--> Passage to Marseille
Neg LogProb(↓):   0.835552
Path Entropy(↓):  1.660995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in raze
Start Entity:     Raze
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Raze --[starred_actors]--> Zoë Bell --[(INV) starred_actors]--> Game of Death --[has_genre]--> Action
Path (Raw):       Raze --[starred_actors]--> Zoë Bell --[(INV) starred_actors]--> Game of Death --[has_genre]--> Action
Neg LogProb(↓):   0.672745
Path Entropy(↓):  0.809087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by david greenwalt were released in which years
Start Entity:     David Greenwalt
Gold Answer:      [['1985', '1989']]
Predicted Ans:    1985
Predicted Path:   David Greenwalt --[(INV) directed_by]--> Secret Admirer --[release_year]--> 1985
Path (Raw):       David Greenwalt --[No Operation]--> David Greenwalt --[(INV) directed_by]--> Secret Admirer --[release_year]--> 1985
Neg LogProb(↓):   0.035123
Path Entropy(↓):  0.150097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed uncle marin, the billionaire
Start Entity:     Uncle Marin, the Billionaire
Gold Answer:      [['Romanian']]
Predicted Ans:    Romanian
Predicted Path:   Uncle Marin, the Billionaire --[directed_by]--> Sergiu Nicolaescu --[(INV) directed_by]--> Uncle Marin, the Billionaire --[in_language]--> Romanian
Path (Raw):       Uncle Marin, the Billionaire --[directed_by]--> Sergiu Nicolaescu --[(INV) directed_by]--> Uncle Marin, the Billionaire --[in_language]--> Romanian
Neg LogProb(↓):   0.021249
Path Entropy(↓):  0.107765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the apple dumpling gang rides again were in which genres
Start Entity:     The Apple Dumpling Gang Rides Again
Gold Answer:      [['Western', 'Musical', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Apple Dumpling Gang Rides Again --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[has_genre]--> Comedy
Path (Raw):       The Apple Dumpling Gang Rides Again --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[has_genre]--> Comedy
Neg LogProb(↓):   0.014626
Path Entropy(↓):  0.091207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sepp rist acted films
Start Entity:     Sepp Rist
Gold Answer:      [['Arnold Fanck']]
Predicted Ans:    Arnold Fanck
Predicted Path:   Sepp Rist --[(INV) starred_actors]--> S.O.S. Eisberg --[written_by]--> Arnold Fanck
Path (Raw):       Sepp Rist --[No Operation]--> Sepp Rist --[(INV) starred_actors]--> S.O.S. Eisberg --[written_by]--> Arnold Fanck
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of once upon a forest
Start Entity:     Once Upon a Forest
Gold Answer:      [['Charles Grosvenor']]
Predicted Ans:    Charles Grosvenor
Predicted Path:   Once Upon a Forest --[directed_by]--> Charles Grosvenor --[(INV) directed_by]--> Once Upon a Forest --[directed_by]--> Charles Grosvenor
Path (Raw):       Once Upon a Forest --[directed_by]--> Charles Grosvenor --[(INV) directed_by]--> Once Upon a Forest --[directed_by]--> Charles Grosvenor
Neg LogProb(↓):   0.000077
Path Entropy(↓):  0.000807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the silencers actors
Start Entity:     The Silencers
Gold Answer:      [['J. Lee Thompson', 'Edward Dmytryk', 'Joseph Anthony', 'Gordon Douglas', 'Lewis Milestone', 'Billy Wilder', 'Henry Hathaway', 'Robert Aldrich', 'George Marshall', 'John Cassavetes', 'Michael Gordon', 'George Roy Hill', 'Arnold Laven', 'Vincente Minnelli', 'Andrew V. McLaglen', 'Burt Topper', 'George Seaton', 'Sam Peckinpah', 'Howard Hawks']]
Predicted Ans:    Donald Hamilton
Predicted Path:   The Silencers --[starred_actors]--> Daliah Lavi --[(INV) starred_actors]--> The Silencers --[written_by]--> Donald Hamilton
Path (Raw):       The Silencers --[starred_actors]--> Daliah Lavi --[(INV) starred_actors]--> The Silencers --[written_by]--> Donald Hamilton
Neg LogProb(↓):   0.158805
Path Entropy(↓):  0.429400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by peter dobson release
Start Entity:     Peter Dobson
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Peter Dobson --[(INV) starred_actors]--> The Frighteners --[release_year]--> 1996
Path (Raw):       Peter Dobson --[No Operation]--> Peter Dobson --[(INV) starred_actors]--> The Frighteners --[release_year]--> 1996
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor hassan ibrahim co - starred with who
Start Entity:     Hassan Ibrahim
Gold Answer:      [['Samir Khader', 'Josh Rushing']]
Predicted Ans:    Hassan Ibrahim
Predicted Path:   Hassan Ibrahim --[(INV) starred_actors]--> Control Room --[starred_actors]--> Hassan Ibrahim
Path (Raw):       Hassan Ibrahim --[No Operation]--> Hassan Ibrahim --[(INV) starred_actors]--> Control Room --[starred_actors]--> Hassan Ibrahim
Neg LogProb(↓):   0.000618
Path Entropy(↓):  0.005565
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films can be described by apple
Start Entity:     apple
Gold Answer:      [['Pirates of Silicon Valley', 'The Apple']]
Predicted Ans:    The Apple
Predicted Path:   apple --[(INV) has_tags]--> The Apple --[has_tags]--> samira makhmalbaf --[(INV) has_tags]--> The Apple
Path (Raw):       apple --[(INV) has_tags]--> The Apple --[has_tags]--> samira makhmalbaf --[(INV) has_tags]--> The Apple
Neg LogProb(↓):   0.101186
Path Entropy(↓):  0.316886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was michael jelenic the writer of
Start Entity:     Michael Jelenic
Gold Answer:      [['Wonder Woman']]
Predicted Ans:    Wonder Woman
Predicted Path:   Michael Jelenic --[(INV) written_by]--> Wonder Woman --[written_by]--> Michael Jelenic --[(INV) written_by]--> Wonder Woman
Path (Raw):       Michael Jelenic --[(INV) written_by]--> Wonder Woman --[written_by]--> Michael Jelenic --[(INV) written_by]--> Wonder Woman
Neg LogProb(↓):   0.187378
Path Entropy(↓):  0.457263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the war on democracy also wrote which movies
Start Entity:     The War on Democracy
Gold Answer:      [['The New Rulers of the World', 'Palestine Is Still the Issue', 'Stealing a Nation']]
Predicted Ans:    The War on Democracy
Predicted Path:   The War on Democracy --[written_by]--> John Pilger --[(INV) written_by]--> The War on Democracy
Path (Raw):       The War on Democracy --[written_by]--> John Pilger --[(INV) written_by]--> The War on Democracy --[No Operation]--> The War on Democracy
Neg LogProb(↓):   0.283505
Path Entropy(↓):  0.715208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by anthony hemingway
Start Entity:     Anthony Hemingway
Gold Answer:      [['Terrence Howard']]
Predicted Ans:    Terrence Howard
Predicted Path:   Anthony Hemingway --[(INV) directed_by]--> Red Tails --[starred_actors]--> Terrence Howard
Path (Raw):       Anthony Hemingway --[No Operation]--> Anthony Hemingway --[(INV) directed_by]--> Red Tails --[starred_actors]--> Terrence Howard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of theresa russell starred movies
Start Entity:     Theresa Russell
Gold Answer:      [['John McNaughton', 'Nicolas Roeg', 'Ken Russell', 'Edmund Goulding', 'Dustin Hoffman', 'Dan Ireland', 'Steven Soderbergh', 'Nunnally Johnson', 'Becky Smith', 'Michael Crichton', 'Bob Rafelson', 'Shinji Aoyama', 'Ulu Grosbard', 'John Byrum']]
Predicted Ans:    Nunnally Johnson
Predicted Path:   Theresa Russell --[(INV) starred_actors]--> Black Widow --[directed_by]--> Nunnally Johnson
Path (Raw):       Theresa Russell --[No Operation]--> Theresa Russell --[(INV) starred_actors]--> Black Widow --[directed_by]--> Nunnally Johnson
Neg LogProb(↓):   0.568444
Path Entropy(↓):  1.348319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by rob stewart were released in which years
Start Entity:     Rob Stewart
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Rob Stewart --[(INV) directed_by]--> Sharkwater --[release_year]--> 2006
Path (Raw):       Rob Stewart --[No Operation]--> Rob Stewart --[(INV) directed_by]--> Sharkwater --[release_year]--> 2006
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by ludovic houplain
Start Entity:     Ludovic Houplain
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Ludovic Houplain --[(INV) directed_by]--> Logorama --[release_year]--> 2009
Path (Raw):       Ludovic Houplain --[No Operation]--> Ludovic Houplain --[(INV) directed_by]--> Logorama --[release_year]--> 2009
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of biutiful starred who
Start Entity:     Biutiful
Gold Answer:      [['Danny Huston', 'Sean Penn', 'Naomi Watts']]
Predicted Ans:    Javier Bardem
Predicted Path:   Biutiful --[directed_by]--> Alejandro González Iñárritu --[(INV) directed_by]--> Biutiful --[starred_actors]--> Javier Bardem
Path (Raw):       Biutiful --[directed_by]--> Alejandro González Iñárritu --[(INV) directed_by]--> Biutiful --[starred_actors]--> Javier Bardem
Neg LogProb(↓):   0.195388
Path Entropy(↓):  0.576603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed the center of the world
Start Entity:     The Center of the World
Gold Answer:      [['Lisa See', 'Wayne Wang', 'Isaac Cronin', 'Louis Chu', 'Paul Theroux', 'Paul Auster', 'Jeffrey Price', 'Peter S. Seaman', 'John Hughes', 'Kate DiCamillo', 'Amy Tan', 'Ronald Bass']]
Predicted Ans:    Wayne Wang
Predicted Path:   The Center of the World --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Path (Raw):       The Center of the World --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Neg LogProb(↓):   0.777719
Path Entropy(↓):  1.856856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of strange cargo
Start Entity:     Strange Cargo
Gold Answer:      [['Suddenly', 'Mr. Belvedere Goes to College', 'The Oscar', 'The Spoilers']]
Predicted Ans:    The Oscar
Predicted Path:   Strange Cargo --[written_by]--> Richard Sale --[(INV) written_by]--> The Oscar
Path (Raw):       Strange Cargo --[written_by]--> Richard Sale --[(INV) written_by]--> The Oscar --[No Operation]--> The Oscar
Neg LogProb(↓):   0.204141
Path Entropy(↓):  0.607729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the sun shines bright
Start Entity:     The Sun Shines Bright
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', "Eugene O'Neill", 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Sy Gomberg', 'Dorothy M. Johnson', 'James Gould Cozzens', 'Winston Miller', 'Richard Llewellyn', 'Walter D. Edmonds', 'Frank S. Nugent', 'Roy Huggins', "Liam O'Flaherty", 'James Warner Bellah', 'Maxwell Anderson', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Philip MacDonald', 'Robert Riskin', 'Maurice Walsh', 'Will Cook', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Dan Gordon', 'Garrett Fort', "Sean O'Casey", 'John McCormick', 'William L. White', 'Graham Greene', 'Thomas Heggen', 'Norah Lofts', 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Marty Maher', 'Willis Goldbeck']]
Predicted Ans:    Frank S. Nugent
Predicted Path:   The Sun Shines Bright --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[written_by]--> Frank S. Nugent
Path (Raw):       The Sun Shines Bright --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[written_by]--> Frank S. Nugent
Neg LogProb(↓):   2.449019
Path Entropy(↓):  3.238579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the night flier
Start Entity:     The Night Flier
Gold Answer:      [['Brett Leonard', 'Paul Michael Glaser', 'Taylor Hackford', 'Tobe Hooper', 'Lewis Teague', 'Stanley Kubrick', 'Donald P. Borchers', 'Mikael Håfström', 'Lawrence Kasdan', 'Michael Gornick', 'David Koepp', 'John Carpenter', 'Scott Hicks', 'George A. Romero', 'Tom Holland', 'Bryan Singer', 'David Cronenberg', 'Ralph S. Singleton', 'Mary Lambert', 'Mick Garris', 'Frank Darabont', 'Stephen King', 'Mark L. Lester', 'William Wyler', 'Fritz Kiersch', 'Brian De Palma', 'Rob Reiner']]
Predicted Ans:    Mary Lambert
Predicted Path:   The Night Flier --[written_by]--> Stephen King --[(INV) written_by]--> Pet Sematary --[directed_by]--> Mary Lambert
Path (Raw):       The Night Flier --[written_by]--> Stephen King --[(INV) written_by]--> Pet Sematary --[directed_by]--> Mary Lambert
Neg LogProb(↓):   1.108674
Path Entropy(↓):  1.903667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by the bad sleep well screenwriters
Start Entity:     The Bad Sleep Well
Gold Answer:      [['Swedish', 'Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   The Bad Sleep Well --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Path (Raw):       The Bad Sleep Well --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.338816
Path Entropy(↓):  0.879438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of albert maltz written movies
Start Entity:     Albert Maltz
Gold Answer:      [['1971', '1953', '1945', '1943']]
Predicted Ans:    1943
Predicted Path:   Albert Maltz --[(INV) written_by]--> Destination Tokyo --[release_year]--> 1943
Path (Raw):       Albert Maltz --[No Operation]--> Albert Maltz --[(INV) written_by]--> Destination Tokyo --[release_year]--> 1943
Neg LogProb(↓):   0.359962
Path Entropy(↓):  0.771820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film kahaani were in which genres
Start Entity:     Kahaani
Gold Answer:      [['Adventure']]
Predicted Ans:    Thriller
Predicted Path:   Kahaani --[directed_by]--> Sujoy Ghosh --[(INV) directed_by]--> Kahaani --[has_genre]--> Thriller
Path (Raw):       Kahaani --[directed_by]--> Sujoy Ghosh --[(INV) directed_by]--> Kahaani --[has_genre]--> Thriller
Neg LogProb(↓):   0.177627
Path Entropy(↓):  0.501319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in captain ron
Start Entity:     Captain Ron
Gold Answer:      [['Steve Martin', 'Ted Berman', 'Gregory Widen', 'Tim Blake Nelson', 'Don Handfield', 'Ron Shelton', 'Eric Heisserer', 'Leon Piedmont', 'Robert Towne', 'Quentin Tarantino', 'David Webb Peoples', 'Daniel P. Mannix', 'Jonathan Mostow', 'Mateo Gil', 'Roland Emmerich', 'Kurt Russell', 'Martin Short', 'Leonard Ripps', 'John Katzenbach', 'Paul Gallico', 'Randy Newman', 'John Carpenter', 'Lorne Michaels', 'Debra Hill', 'Robert Schooley', 'James Ellroy', 'Bill Lancaster', 'Robert Zemeckis', 'Bob Gale', 'Cameron Crowe', 'Francis Veber', 'Kevin Jarre', 'Jonathan Sobol', 'Tim Burton', 'Alejandro Amenábar', 'Dean Devlin', 'Robert Rodriguez', 'Mark McCorkle', 'Nick Castle', 'Paul Hernandez']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Captain Ron --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse --[written_by]--> Robert Rodriguez
Path (Raw):       Captain Ron --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse --[written_by]--> Robert Rodriguez
Neg LogProb(↓):   1.041473
Path Entropy(↓):  1.651013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does greg bryk appear in
Start Entity:     Greg Bryk
Gold Answer:      [["Poor Boy's Game"]]
Predicted Ans:    Lie with Me
Predicted Path:   Greg Bryk --[(INV) starred_actors]--> Poor Boy's Game --[written_by]--> Clement Virgo --[(INV) written_by]--> Lie with Me
Path (Raw):       Greg Bryk --[(INV) starred_actors]--> Poor Boy's Game --[written_by]--> Clement Virgo --[(INV) written_by]--> Lie with Me
Neg LogProb(↓):   0.002570
Path Entropy(↓):  0.020668
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the film shanghai noon
Start Entity:     Shanghai Noon
Gold Answer:      [['Miles Millar', 'Alfred Gough']]
Predicted Ans:    Alfred Gough
Predicted Path:   Shanghai Noon --[written_by]--> Alfred Gough --[(INV) written_by]--> Shanghai Knights --[written_by]--> Alfred Gough
Path (Raw):       Shanghai Noon --[written_by]--> Alfred Gough --[(INV) written_by]--> Shanghai Knights --[written_by]--> Alfred Gough
Neg LogProb(↓):   0.958481
Path Entropy(↓):  1.275100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the honeymooners in a few words
Start Entity:     The Honeymooners
Gold Answer:      [['cedric the entertainer']]
Predicted Ans:    cedric the entertainer
Predicted Path:   The Honeymooners --[has_tags]--> cedric the entertainer --[(INV) has_tags]--> The Honeymooners --[has_tags]--> cedric the entertainer
Path (Raw):       The Honeymooners --[has_tags]--> cedric the entertainer --[(INV) has_tags]--> The Honeymooners --[has_tags]--> cedric the entertainer
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the freshman director release
Start Entity:     The Freshman
Gold Answer:      [['1934', '2000', '1992', '1996', '1927', '1926', '1981', '1922', '1924']]
Predicted Ans:    1992
Predicted Path:   The Freshman --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> Honeymoon in Vegas --[release_year]--> 1992
Path (Raw):       The Freshman --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> Honeymoon in Vegas --[release_year]--> 1992
Neg LogProb(↓):   0.902139
Path Entropy(↓):  2.023987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in these girls
Start Entity:     These Girls
Gold Answer:      [['Holly Lewis', 'Caroline Dhavernas', 'Amanda Walsh']]
Predicted Ans:    Rémy Girard
Predicted Path:   These Girls --[starred_actors]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Rémy Girard
Path (Raw):       These Girls --[starred_actors]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Rémy Girard
Neg LogProb(↓):   0.794600
Path Entropy(↓):  1.270621
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of the emperor's new groove
Start Entity:     The Emperor's New Groove
Gold Answer:      [['Jasmine Guy', 'Scott Bakula']]
Predicted Ans:    Jasmine Guy
Predicted Path:   The Emperor's New Groove --[directed_by]--> Mark Dindal --[(INV) directed_by]--> Cats Don't Dance --[starred_actors]--> Jasmine Guy
Path (Raw):       The Emperor's New Groove --[directed_by]--> Mark Dindal --[(INV) directed_by]--> Cats Don't Dance --[starred_actors]--> Jasmine Guy
Neg LogProb(↓):   0.214361
Path Entropy(↓):  0.576172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by dennis cooper
Start Entity:     Dennis Cooper
Gold Answer:      [['Todd Verow']]
Predicted Ans:    Todd Verow
Predicted Path:   Dennis Cooper --[(INV) written_by]--> Frisk --[directed_by]--> Todd Verow
Path (Raw):       Dennis Cooper --[No Operation]--> Dennis Cooper --[(INV) written_by]--> Frisk --[directed_by]--> Todd Verow
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote the strange case of angelica
Start Entity:     The Strange Case of Angelica
Gold Answer:      [['Manoel de Oliveira']]
Predicted Ans:    Manoel de Oliveira
Predicted Path:   The Strange Case of Angelica --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> The Strange Case of Angelica --[written_by]--> Manoel de Oliveira
Path (Raw):       The Strange Case of Angelica --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> The Strange Case of Angelica --[written_by]--> Manoel de Oliveira
Neg LogProb(↓):   0.764266
Path Entropy(↓):  1.021467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what youth of the beast is about
Start Entity:     Youth of the Beast
Gold Answer:      [['yakuza', 'seijun suzuki']]
Predicted Ans:    yakuza
Predicted Path:   Youth of the Beast --[has_tags]--> yakuza --[(INV) has_tags]--> Tokyo Drifter --[has_tags]--> yakuza
Path (Raw):       Youth of the Beast --[has_tags]--> yakuza --[(INV) has_tags]--> Tokyo Drifter --[has_tags]--> yakuza
Neg LogProb(↓):   0.766267
Path Entropy(↓):  1.336245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie trader horn
Start Entity:     Trader Horn
Gold Answer:      [['Harry Carey', 'Edwina Booth']]
Predicted Ans:    Harry Carey
Predicted Path:   Trader Horn --[starred_actors]--> Harry Carey --[(INV) starred_actors]--> Straight Shooting --[starred_actors]--> Harry Carey
Path (Raw):       Trader Horn --[starred_actors]--> Harry Carey --[(INV) starred_actors]--> Straight Shooting --[starred_actors]--> Harry Carey
Neg LogProb(↓):   0.002473
Path Entropy(↓):  0.018112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of killer's kiss
Start Entity:     Killer's Kiss
Gold Answer:      [['1980', '1975', '1971', '1957', '1999', '1987', '1956']]
Predicted Ans:    1957
Predicted Path:   Killer's Kiss --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[release_year]--> 1957
Path (Raw):       Killer's Kiss --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[release_year]--> 1957
Neg LogProb(↓):   0.386271
Path Entropy(↓):  1.059084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with welcome to sarajevo in
Start Entity:     Welcome to Sarajevo
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Welcome to Sarajevo --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Path (Raw):       Welcome to Sarajevo --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Neg LogProb(↓):   0.010887
Path Entropy(↓):  0.066863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film splice
Start Entity:     Splice
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Splice --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Path (Raw):       Splice --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Neg LogProb(↓):   2.160373
Path Entropy(↓):  2.885507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the wind and the lion
Start Entity:     The Wind and the Lion
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   The Wind and the Lion --[directed_by]--> John Milius --[(INV) directed_by]--> Red Dawn --[in_language]--> Korean
Path (Raw):       The Wind and the Lion --[directed_by]--> John Milius --[(INV) directed_by]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jerry levine were directed by who
Start Entity:     Jerry Levine
Gold Answer:      [['Geneviève Robert']]
Predicted Ans:    Geneviève Robert
Predicted Path:   Jerry Levine --[(INV) starred_actors]--> Casual Sex? --[directed_by]--> Geneviève Robert
Path (Raw):       Jerry Levine --[No Operation]--> Jerry Levine --[(INV) starred_actors]--> Casual Sex? --[directed_by]--> Geneviève Robert
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of confidentially yours
Start Entity:     Confidentially Yours
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Confidentially Yours --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Confidentially Yours --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.047209
Path Entropy(↓):  0.222899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is cabin in the sky
Start Entity:     Cabin in the Sky
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Cabin in the Sky --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Cabin in the Sky --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.870173
Path Entropy(↓):  1.278685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by kurt luedtke were directed by who
Start Entity:     Kurt Luedtke
Gold Answer:      [['Sydney Pollack']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Kurt Luedtke --[(INV) written_by]--> Out of Africa --[directed_by]--> Sydney Pollack
Path (Raw):       Kurt Luedtke --[No Operation]--> Kurt Luedtke --[(INV) written_by]--> Out of Africa --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of contamination
Start Entity:     Contamination
Gold Answer:      [['Enzo G. Castellari', 'Luigi Cozzi']]
Predicted Ans:    Luigi Cozzi
Predicted Path:   Contamination --[written_by]--> Luigi Cozzi --[(INV) written_by]--> Contamination --[directed_by]--> Luigi Cozzi
Path (Raw):       Contamination --[written_by]--> Luigi Cozzi --[(INV) written_by]--> Contamination --[directed_by]--> Luigi Cozzi
Neg LogProb(↓):   0.482044
Path Entropy(↓):  0.679682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the immortal story
Start Entity:     The Immortal Story
Gold Answer:      [['English', 'Danish']]
Predicted Ans:    French
Predicted Path:   The Immortal Story --[written_by]--> Orson Welles --[(INV) written_by]--> The Immortal Story --[in_language]--> French
Path (Raw):       The Immortal Story --[written_by]--> Orson Welles --[(INV) written_by]--> The Immortal Story --[in_language]--> French
Neg LogProb(↓):   0.062160
Path Entropy(↓):  0.228110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share directors with hana and alice fall under
Start Entity:     Hana and Alice
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Hana and Alice --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> All About Lily Chou-Chou --[has_genre]--> Music
Path (Raw):       Hana and Alice --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> All About Lily Chou-Chou --[has_genre]--> Music
Neg LogProb(↓):   0.000101
Path Entropy(↓):  0.001107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of happy gilmore also starred in which movies
Start Entity:     Happy Gilmore
Gold Answer:      [['Anger Management', 'Grown Ups', 'Click', 'Airheads', 'Little Nicky', 'Bedtime Stories', "You Don't Mess with the Zohan", 'Spanglish', 'Going Overboard', 'The Waterboy', 'Punch-Drunk Love', 'Blended', 'Funny People', 'Grown Ups 2', 'Bulletproof', 'Hotel Transylvania', 'Just Go with It', 'The Cobbler', 'Jack and Jill', 'The Longest Yard', 'The Wedding Singer', '50 First Dates', 'Eight Crazy Nights', "That's My Boy", 'Reign Over Me', 'Billy Madison', 'Mr. Deeds', 'Big Daddy']]
Predicted Ans:    50 First Dates
Predicted Path:   Happy Gilmore --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> 50 First Dates
Path (Raw):       Happy Gilmore --[starred_actors]--> Adam Sandler --[No Operation]--> Adam Sandler --[(INV) starred_actors]--> 50 First Dates
Neg LogProb(↓):   0.868830
Path Entropy(↓):  1.790170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the whistleblower
Start Entity:     The Whistleblower
Gold Answer:      [['Enemy at the Gates', 'Beautiful Creatures', 'Agora', 'Dream House', 'The Deep Blue Sea', 'The Mummy Returns', 'Confidence', 'The Fountain', 'The Brothers Bloom', 'The Lovely Bones', 'Page Eight', 'Oz the Great and Powerful', 'Constantine', 'The Constant Gardener', 'Sunshine', 'The Shape of Things', 'The Mummy', 'Runaway Jury', 'The Land Girls', 'Chain Reaction']]
Predicted Ans:    Beautiful Creatures
Predicted Path:   The Whistleblower --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Beautiful Creatures
Path (Raw):       The Whistleblower --[starred_actors]--> Rachel Weisz --[No Operation]--> Rachel Weisz --[(INV) starred_actors]--> Beautiful Creatures
Neg LogProb(↓):   0.179747
Path Entropy(↓):  0.774195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was them! released
Start Entity:     Them!
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   Them! --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Path (Raw):       Them! --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Neg LogProb(↓):   0.609293
Path Entropy(↓):  1.905444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by under suspicion actors
Start Entity:     Under Suspicion
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Short', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Under Suspicion --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       Under Suspicion --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   1.225963
Path Entropy(↓):  1.942612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie blue sky
Start Entity:     Blue Sky
Gold Answer:      [['Michael Sucsy', 'Walter Hill', 'Murray Schisgal', 'Barbara Benedek', 'Paul Haggis', 'Loretta Lynn', 'George Vecsey', 'Honoré de Balzac', 'John Milius', 'Stephen Peters', 'Fred Rexer', 'John J. McLaughlin', 'Scott Lobdell', 'John Farris', 'Jerzy Kromolowski', 'David Mamet', 'Edgar Wallace', 'James Ashmore Creelman', 'Roy Huggins', 'Gene Quintano', 'Karen Elise Baldwin', 'Charlie Stratton', 'Deric Washburn', 'William D. Wittliff', 'James M. Cain', 'Mark Tonderai', 'David Giler', 'Lorenzo Semple Jr.', 'Michael Kane', 'Heywood Gould', 'Billy Ray', 'Oscar Saul', 'Émile Zola', 'Glendon Swarthout', 'Kieran Fitzgerald', 'James Toback', 'Seth Margolis', 'Frank Deford', 'Charles Webb', 'Vanessa Taylor', 'Cormac McCarthy', 'Gerald Kersh', 'Tennessee Williams', 'John D. MacDonald', 'John Carpenter', 'Joe Eszterhas', 'John August', 'Robert Getchell', 'William Monahan', 'Graham Greene', 'John Pogue', 'Tommy Lee Jones', 'Nick Thiel', 'Paul F. Edwards', 'Larry Gelbart', 'James Lee Burke', 'John Wells', 'Merian C. Cooper', 'Ruth Rose', 'Gail Morgan Hickman', 'Daniel Wallace', 'Oliver Stone', 'Lowell Cunningham', 'Garrison Keillor', 'John Grisham', 'Al Stump', 'Paul Schrader', 'Mark Boal', 'Peter Jackson', 'Jerome Armstrong', 'Sue Kaufman', 'Rúnar Rúnarsson', 'Michael Lessac', 'Richard Price', 'Ron Shelton', 'Paul Brickman', 'Ethan Coen', 'Jane Smiley', 'Julie Taymor', 'Naomi Foner', 'Patricia Rozema', 'James R. Webb', 'Eleanor Perry', 'Paul Wheeler', 'Mike Figgis', 'Guillermo Arriaga']]
Predicted Ans:    David Mamet
Predicted Path:   Blue Sky --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[written_by]--> David Mamet
Path (Raw):       Blue Sky --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[written_by]--> David Mamet
Neg LogProb(↓):   1.514399
Path Entropy(↓):  2.900212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of the report
Start Entity:     The Report
Gold Answer:      [['Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   The Report --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[written_by]--> Abbas Kiarostami
Path (Raw):       The Report --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[written_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.985787
Path Entropy(↓):  1.229940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by jason connery
Start Entity:     Jason Connery
Gold Answer:      [['Sergio Martino', 'Geneviève Jolliffe', 'Don E. FauntLeRoy']]
Predicted Ans:    Geneviève Jolliffe
Predicted Path:   Jason Connery --[(INV) starred_actors]--> Urban Ghost Story --[directed_by]--> Geneviève Jolliffe
Path (Raw):       Jason Connery --[No Operation]--> Jason Connery --[(INV) starred_actors]--> Urban Ghost Story --[directed_by]--> Geneviève Jolliffe
Neg LogProb(↓):   0.000735
Path Entropy(↓):  0.006556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in camp nowhere
Start Entity:     Camp Nowhere
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Camp Nowhere --[starred_actors]--> Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[has_genre]--> Drama
Path (Raw):       Camp Nowhere --[starred_actors]--> Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[has_genre]--> Drama
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the last man on earth
Start Entity:     The Last Man on Earth
Gold Answer:      [['Dakota Goyo', 'Max von Sydow', 'Gabrielle Union', 'Cameron Diaz', 'Clive Revill', 'Will Smith', 'Pamela Franklin', 'Hugh Jackman', 'Lily Tomlin', 'John Cusack', 'Charles Grodin', 'Karen Black', 'Riccardo Scamarcio', 'Nicole Grimaudo', 'Ennio Fantastichini', 'Alessandro Preziosi', 'Jane Seymour', 'Charlton Heston', 'Annabella Sciorra', 'Bela Lugosi', 'Roddy McDowall', 'Giancarlo Esposito', 'Luke Evans', 'A.J. Buckley', 'Robin Williams', 'Robert Burton', 'Christopher Plummer', 'Ned Beatty', 'Alice Eve', 'Christopher Lee', 'James Marsden', 'Teresa Wright', 'Jack Palance', 'Brendan Gleeson', 'Gene Hackman', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Charles Gray', 'Leon Greene', 'Frank Langella', 'Dan Aykroyd', 'Boris Karloff', 'Gayle Hunnicutt', 'Charles Bronson', 'Randy Stuart', 'Grant Williams', 'Kevin Bacon', 'Darren McGavin', 'Dennis Weaver', 'Christopher Reeve', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Karen Black
Predicted Path:   The Last Man on Earth --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[starred_actors]--> Karen Black
Path (Raw):       The Last Man on Earth --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[starred_actors]--> Karen Black
Neg LogProb(↓):   0.269541
Path Entropy(↓):  0.767406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for dances with wolves
Start Entity:     Dances with Wolves
Gold Answer:      [['Michael Blake']]
Predicted Ans:    Michael Blake
Predicted Path:   Dances with Wolves --[written_by]--> Michael Blake --[(INV) written_by]--> Dances with Wolves --[written_by]--> Michael Blake
Path (Raw):       Dances with Wolves --[written_by]--> Michael Blake --[(INV) written_by]--> Dances with Wolves --[written_by]--> Michael Blake
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with afternoon delight fall under
Start Entity:     Afternoon Delight
Gold Answer:      [['Musical', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Afternoon Delight --[starred_actors]--> Kathryn Hahn --[(INV) starred_actors]--> Afternoon Delight --[has_genre]--> Comedy
Path (Raw):       Afternoon Delight --[starred_actors]--> Kathryn Hahn --[(INV) starred_actors]--> Afternoon Delight --[has_genre]--> Comedy
Neg LogProb(↓):   1.395561
Path Entropy(↓):  1.973147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor eric brown is a co - star of who
Start Entity:     Eric Brown
Gold Answer:      [['Jonathan Zaccaï', 'Howard Hesseman', 'Sylvia Kristel']]
Predicted Ans:    Sylvia Kristel
Predicted Path:   Eric Brown --[(INV) starred_actors]--> Private Lessons --[starred_actors]--> Sylvia Kristel
Path (Raw):       Eric Brown --[No Operation]--> Eric Brown --[(INV) starred_actors]--> Private Lessons --[starred_actors]--> Sylvia Kristel
Neg LogProb(↓):   0.276841
Path Entropy(↓):  0.719540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film revenge of the zombies were released in which years
Start Entity:     Revenge of the Zombies
Gold Answer:      [['1939', '2009', '1966', '1972', '1944', '1957', '2006', '1945', '1974', '1956', '1977']]
Predicted Ans:    1944
Predicted Path:   Revenge of the Zombies --[starred_actors]--> John Carradine --[(INV) starred_actors]--> Bluebeard --[release_year]--> 1944
Path (Raw):       Revenge of the Zombies --[starred_actors]--> John Carradine --[(INV) starred_actors]--> Bluebeard --[release_year]--> 1944
Neg LogProb(↓):   0.916601
Path Entropy(↓):  1.499143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by morgan freeman were directed by who
Start Entity:     Morgan Freeman
Gold Answer:      [['Walter Hill', 'Glenn Gordon Caron', 'Wolfgang Petersen', 'Edward Zwick', 'Clint Eastwood', 'Paul McGuigan', 'Lasse Hallström', 'Timur Bekmambetov', 'Luc Besson', 'Louis Leterrier', 'Joseph Kosinski', 'David J. Burke', 'Scott Sanders', 'Mimi Leder', 'Jon Turteltaub', 'Tom Shadyac', 'Simon Moore', 'Lee Tamahori', 'Charles Martin Smith', 'Andrew Davis', 'Gary Fleder', 'Brad Silberling', 'Robert Benton', 'Mark Jonathan Harris', 'Mikael Salomon', 'Steven Spielberg', 'John G. Avildsen', 'Pen Densham', 'Glenn Jordan', 'David Lickley', 'Stephen Hopkins', 'Neil LaBute', 'Frank Darabont', 'Carl Franklin', 'Bruce Beresford', 'Rob Reiner']]
Predicted Ans:    Tom Shadyac
Predicted Path:   Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Path (Raw):       Morgan Freeman --[No Operation]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Neg LogProb(↓):   0.668054
Path Entropy(↓):  1.732652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie the scent of green papaya
Start Entity:     The Scent of Green Papaya
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   The Scent of Green Papaya --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       The Scent of Green Papaya --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.094672
Path Entropy(↓):  0.313617
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with robert smigel
Start Entity:     Robert Smigel
Gold Answer:      [['Judd Apatow', 'Adam Sandler']]
Predicted Ans:    Judd Apatow
Predicted Path:   Robert Smigel --[(INV) written_by]--> You Don't Mess with the Zohan --[written_by]--> Judd Apatow
Path (Raw):       Robert Smigel --[No Operation]--> Robert Smigel --[(INV) written_by]--> You Don't Mess with the Zohan --[written_by]--> Judd Apatow
Neg LogProb(↓):   0.112564
Path Entropy(↓):  0.406004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by duncan ward
Start Entity:     Duncan Ward
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Duncan Ward --[(INV) directed_by]--> Boogie Woogie --[release_year]--> 2009
Path (Raw):       Duncan Ward --[No Operation]--> Duncan Ward --[(INV) directed_by]--> Boogie Woogie --[release_year]--> 2009
Neg LogProb(↓):   0.000135
Path Entropy(↓):  0.001338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the fox and the hound 2
Start Entity:     The Fox and the Hound 2
Gold Answer:      [['Bruce Joel Rubin', 'Helen Deutsch', 'Timothy Linh Bui', 'John Milius', 'Peter Markle', 'Dominique Lapierre', 'Gene Quintano', 'Shelley Miller', 'John Foster', 'Mark Medoff', 'James R. Silke', 'Kevin Reynolds', 'Eleanor Bergstein', 'Atom Egoyan', 'Jeremy Passmore', 'S.E. Hinton', 'Robert Rodat', 'Michael Jenning', 'Carl Ellsworth']]
Predicted Ans:    James R. Silke
Predicted Path:   The Fox and the Hound 2 --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Path (Raw):       The Fox and the Hound 2 --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Neg LogProb(↓):   0.904326
Path Entropy(↓):  1.654379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed carmen
Start Entity:     Carmen
Gold Answer:      [['Francesco Rosi']]
Predicted Ans:    Carlos Saura
Predicted Path:   Carmen --[directed_by]--> Carlos Saura --[(INV) directed_by]--> Fados --[directed_by]--> Carlos Saura
Path (Raw):       Carmen --[directed_by]--> Carlos Saura --[(INV) directed_by]--> Fados --[directed_by]--> Carlos Saura
Neg LogProb(↓):   0.727842
Path Entropy(↓):  1.550761
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in working girl
Start Entity:     Working Girl
Gold Answer:      [['French', 'English', 'Indonesian', 'Russian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Working Girl --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Path (Raw):       Working Girl --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Neg LogProb(↓):   0.064189
Path Entropy(↓):  0.254439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the good night
Start Entity:     The Good Night
Gold Answer:      [['Jake Paltrow']]
Predicted Ans:    Jake Paltrow
Predicted Path:   The Good Night --[written_by]--> Jake Paltrow --[(INV) written_by]--> Young Ones --[directed_by]--> Jake Paltrow
Path (Raw):       The Good Night --[written_by]--> Jake Paltrow --[(INV) written_by]--> Young Ones --[directed_by]--> Jake Paltrow
Neg LogProb(↓):   0.692760
Path Entropy(↓):  0.693192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film powaqqatsi were released in which years
Start Entity:     Powaqqatsi
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Powaqqatsi --[directed_by]--> Godfrey Reggio --[(INV) directed_by]--> Naqoyqatsi --[release_year]--> 2002
Path (Raw):       Powaqqatsi --[directed_by]--> Godfrey Reggio --[(INV) directed_by]--> Naqoyqatsi --[release_year]--> 2002
Neg LogProb(↓):   0.229823
Path Entropy(↓):  0.652174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed my dear secretary
Start Entity:     My Dear Secretary
Gold Answer:      [['Charles Martin']]
Predicted Ans:    Charles Martin
Predicted Path:   My Dear Secretary --[directed_by]--> Charles Martin --[(INV) directed_by]--> My Dear Secretary --[directed_by]--> Charles Martin
Path (Raw):       My Dear Secretary --[directed_by]--> Charles Martin --[(INV) directed_by]--> My Dear Secretary --[directed_by]--> Charles Martin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did alex karras act in
Start Entity:     Alex Karras
Gold Answer:      [['Paper Lion', 'Against All Odds', 'FM']]
Predicted Ans:    Paper Lion
Predicted Path:   Alex Karras --[(INV) starred_actors]--> Paper Lion --[starred_actors]--> Joe Schmidt --[(INV) starred_actors]--> Paper Lion
Path (Raw):       Alex Karras --[(INV) starred_actors]--> Paper Lion --[starred_actors]--> Joe Schmidt --[(INV) starred_actors]--> Paper Lion
Neg LogProb(↓):   0.785622
Path Entropy(↓):  0.752013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed bad luck love
Start Entity:     Bad Luck Love
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Bad Luck Love --[directed_by]--> Olli Saarela --[(INV) directed_by]--> Ambush --[release_year]--> 1999
Path (Raw):       Bad Luck Love --[directed_by]--> Olli Saarela --[(INV) directed_by]--> Ambush --[release_year]--> 1999
Neg LogProb(↓):   0.374473
Path Entropy(↓):  0.620973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with serge korber
Start Entity:     Serge Korber
Gold Answer:      [['Pierre Roustang']]
Predicted Ans:    Serge Korber
Predicted Path:   Serge Korber --[(INV) written_by]--> Perched on a Tree --[written_by]--> Serge Korber
Path (Raw):       Serge Korber --[No Operation]--> Serge Korber --[(INV) written_by]--> Perched on a Tree --[written_by]--> Serge Korber
Neg LogProb(↓):   0.000388
Path Entropy(↓):  0.003437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies starred by a touch of class actors release
Start Entity:     A Touch of Class
Gold Answer:      [['1980', '1970', '1985', '1967', '1979', '1974', '1977', '1968', '1998', '1939', '1973', '1972', '1971', '1989', '1996', '1981', '1978', '1964', '1997', '1975', '2000', '1966', '2005', '1991', '1965', '1969']]
Predicted Ans:    1966
Predicted Path:   A Touch of Class --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Path (Raw):       A Touch of Class --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Neg LogProb(↓):   0.705370
Path Entropy(↓):  1.510486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by alana de roma
Start Entity:     Alana De Roma
Gold Answer:      [['David Parker']]
Predicted Ans:    David Parker
Predicted Path:   Alana De Roma --[(INV) starred_actors]--> Amy --[written_by]--> David Parker
Path (Raw):       Alana De Roma --[No Operation]--> Alana De Roma --[(INV) starred_actors]--> Amy --[written_by]--> David Parker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by nipsey russell were in which genres
Start Entity:     Nipsey Russell
Gold Answer:      [['Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Nipsey Russell --[(INV) starred_actors]--> The Wiz --[has_genre]--> Adventure
Path (Raw):       Nipsey Russell --[No Operation]--> Nipsey Russell --[(INV) starred_actors]--> The Wiz --[has_genre]--> Adventure
Neg LogProb(↓):   0.312977
Path Entropy(↓):  0.817361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film snitch were in which genres
Start Entity:     Snitch
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Snitch --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> The Rocky Horror Picture Show --[has_genre]--> Comedy
Path (Raw):       Snitch --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> The Rocky Horror Picture Show --[has_genre]--> Comedy
Neg LogProb(↓):   0.744855
Path Entropy(↓):  1.554842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
H. bruce humberstone was the director of which movies
Start Entity:     H. Bruce Humberstone
Gold Answer:      [['Madison Avenue', 'Charlie Chan in Honolulu', 'Wonder Man', 'If I Had a Million', 'Happy Go Lovely', 'To the Shores of Tripoli']]
Predicted Ans:    Wonder Man
Predicted Path:   H. Bruce Humberstone --[(INV) directed_by]--> Wonder Man --[directed_by]--> H. Bruce Humberstone --[(INV) directed_by]--> Wonder Man
Path (Raw):       H. Bruce Humberstone --[(INV) directed_by]--> Wonder Man --[directed_by]--> H. Bruce Humberstone --[(INV) directed_by]--> Wonder Man
Neg LogProb(↓):   1.479793
Path Entropy(↓):  2.639156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film the pentagon wars
Start Entity:     The Pentagon Wars
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Pentagon Wars --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Pentagon Wars --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.613969
Path Entropy(↓):  4.713299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Syrup, when was it released
Start Entity:     Syrup
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Syrup --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Syrup --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.032486
Path Entropy(↓):  4.407762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the front page starred which actors
Start Entity:     The Front Page
Gold Answer:      [['Edward Everett Horton', 'Mary Brian', 'Adolphe Menjou', "Pat O'Brien"]]
Predicted Ans:    Walter Matthau
Predicted Path:   The Front Page --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Path (Raw):       The Front Page --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   1.131146
Path Entropy(↓):  2.058237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter jack hill co - wrote movies with who
Start Entity:     Jack Hill
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Jack Hill
Predicted Path:   Jack Hill --[(INV) written_by]--> Foxy Brown --[written_by]--> Jack Hill
Path (Raw):       Jack Hill --[No Operation]--> Jack Hill --[(INV) written_by]--> Foxy Brown --[written_by]--> Jack Hill
Neg LogProb(↓):   0.004298
Path Entropy(↓):  0.029699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of serie noire also directed which movies
Start Entity:     Série noire
Gold Answer:      [['Police Python 357', 'Love Crime']]
Predicted Ans:    Police Python 357
Predicted Path:   Série noire --[directed_by]--> Alain Corneau --[(INV) directed_by]--> Police Python 357
Path (Raw):       Série noire --[directed_by]--> Alain Corneau --[(INV) directed_by]--> Police Python 357 --[No Operation]--> Police Python 357
Neg LogProb(↓):   0.066133
Path Entropy(↓):  0.251580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the jesus'son director release
Start Entity:     Jesus' Son
Gold Answer:      [['2001', '1992']]
Predicted Ans:    1992
Predicted Path:   Jesus' Son --[directed_by]--> Alison Maclean --[(INV) directed_by]--> Crush --[release_year]--> 1992
Path (Raw):       Jesus' Son --[directed_by]--> Alison Maclean --[(INV) directed_by]--> Crush --[release_year]--> 1992
Neg LogProb(↓):   0.452527
Path Entropy(↓):  0.849090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of love letters
Start Entity:     Love Letters
Gold Answer:      [['Stanley Tucci', 'Marlene Dietrich', 'Edward Arnold', 'Ronald Colman', 'James Craig', 'Van Heflin', 'Rufus Sewell', 'Ginger Rogers', 'Lizabeth Scott', 'Anthony Quinn', 'Shirley Temple', 'Joseph Cotten', 'Dick Powell', 'Charlton Heston', 'Michelle Pfeiffer', 'Jennifer Jones', 'Spring Byington', 'Charles Laughton', 'Bette Davis', 'Demi Moore', 'Rupert Everett', 'Kiefer Sutherland', 'Lionel Barrymore', 'William Powell', 'Tom Hulce', 'Kay Francis', 'Joan Blondell', 'Walter Huston', 'Edward G. Robinson', 'William Hurt', 'Barbara Jefford', 'Derek Godfrey', 'Ian Hunter', 'Jennifer Connelly', 'Ruth Hussey', 'Kevin Kline', 'Dean Jagger', 'Jason Alexander', 'Gina Lollobrigida', 'Paul Muni', "Maureen O'Hara"]]
Predicted Ans:    William Powell
Predicted Path:   Love Letters --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[starred_actors]--> William Powell
Path (Raw):       Love Letters --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[starred_actors]--> William Powell
Neg LogProb(↓):   1.342734
Path Entropy(↓):  1.659127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of get the gringo starred who
Start Entity:     Get the Gringo
Gold Answer:      [['Jim Caviezel']]
Predicted Ans:    Jim Caviezel
Predicted Path:   Get the Gringo --[written_by]--> Mel Gibson --[(INV) written_by]--> The Passion of the Christ --[starred_actors]--> Jim Caviezel
Path (Raw):       Get the Gringo --[written_by]--> Mel Gibson --[(INV) written_by]--> The Passion of the Christ --[starred_actors]--> Jim Caviezel
Neg LogProb(↓):   0.398582
Path Entropy(↓):  0.693703
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie wichita are written by who
Start Entity:     Wichita
Gold Answer:      [['Waldo Salt', 'Alan Ormsby', 'DeWitt Bodeen', 'Ernest Haycox', 'David Goodis', 'Daniel Mainwaring', 'Cornell Woolrich', 'Margaret Carpenter']]
Predicted Ans:    Alan Ormsby
Predicted Path:   Wichita --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Cat People --[written_by]--> Alan Ormsby
Path (Raw):       Wichita --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Cat People --[written_by]--> Alan Ormsby
Neg LogProb(↓):   0.279243
Path Entropy(↓):  0.899723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with robert favreau
Start Entity:     Robert Favreau
Gold Answer:      [['Gil Courtemanche']]
Predicted Ans:    Robert Favreau
Predicted Path:   Robert Favreau --[(INV) written_by]--> A Sunday in Kigali --[written_by]--> Robert Favreau
Path (Raw):       Robert Favreau --[No Operation]--> Robert Favreau --[(INV) written_by]--> A Sunday in Kigali --[written_by]--> Robert Favreau
Neg LogProb(↓):   0.038467
Path Entropy(↓):  0.160684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies written by harry brown fall under
Start Entity:     Harry Brown
Gold Answer:      [['Drama', 'War', 'Western', 'Adventure']]
Predicted Ans:    Crime
Predicted Path:   Harry Brown --[has_genre]--> Crime --[(INV) has_genre]--> Gang Tapes --[has_genre]--> Crime
Path (Raw):       Harry Brown --[has_genre]--> Crime --[(INV) has_genre]--> Gang Tapes --[has_genre]--> Crime
Neg LogProb(↓):   1.062462
Path Entropy(↓):  1.834332
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did john schultz write
Start Entity:     John Schultz
Gold Answer:      [['Bandwagon']]
Predicted Ans:    Bandwagon
Predicted Path:   John Schultz --[(INV) written_by]--> Bandwagon --[written_by]--> John Schultz --[(INV) written_by]--> Bandwagon
Path (Raw):       John Schultz --[(INV) written_by]--> Bandwagon --[written_by]--> John Schultz --[(INV) written_by]--> Bandwagon
Neg LogProb(↓):   0.451032
Path Entropy(↓):  1.028463
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bonnie and clyde were in which languages
Start Entity:     Bonnie and Clyde
Gold Answer:      [['French', 'Italian', 'Japanese', 'Russian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Bonnie and Clyde --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       Bonnie and Clyde --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.887725
Path Entropy(↓):  1.097409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by thierry jonquet in
Start Entity:     Thierry Jonquet
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Thierry Jonquet --[(INV) written_by]--> The Skin I Live In --[in_language]--> Spanish
Path (Raw):       Thierry Jonquet --[No Operation]--> Thierry Jonquet --[(INV) written_by]--> The Skin I Live In --[in_language]--> Spanish
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of half nelson
Start Entity:     Half Nelson
Gold Answer:      [['Ryan Fleck']]
Predicted Ans:    Anna Boden
Predicted Path:   Half Nelson --[directed_by]--> Ryan Fleck --[(INV) directed_by]--> Sugar --[directed_by]--> Anna Boden
Path (Raw):       Half Nelson --[directed_by]--> Ryan Fleck --[(INV) directed_by]--> Sugar --[directed_by]--> Anna Boden
Neg LogProb(↓):   0.145742
Path Entropy(↓):  0.501864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies written by the writer of a prayer for the dying
Start Entity:     A Prayer for the Dying
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[in_language]--> German
Path (Raw):       A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[in_language]--> German
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by emily browning released
Start Entity:     Emily Browning
Gold Answer:      [['2011', '2014', '1959', '2013']]
Predicted Ans:    2011
Predicted Path:   Emily Browning --[(INV) starred_actors]--> Sucker Punch --[release_year]--> 2011
Path (Raw):       Emily Browning --[No Operation]--> Emily Browning --[(INV) starred_actors]--> Sucker Punch --[release_year]--> 2011
Neg LogProb(↓):   0.030577
Path Entropy(↓):  0.151295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film heart of america
Start Entity:     Heart of America
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Heart of America --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Heart of America --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.264580
Path Entropy(↓):  4.670054
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film rocketship x - m was written by who
Start Entity:     Rocketship X-M
Gold Answer:      [['Kurt Neumann']]
Predicted Ans:    Kurt Neumann
Predicted Path:   Rocketship X-M --[written_by]--> Kurt Neumann --[(INV) written_by]--> Rocketship X-M --[written_by]--> Kurt Neumann
Path (Raw):       Rocketship X-M --[written_by]--> Kurt Neumann --[(INV) written_by]--> Rocketship X-M --[written_by]--> Kurt Neumann
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did ken foree act in
Start Entity:     Ken Foree
Gold Answer:      [['The Dentist', 'From Beyond', 'Dawn of the Dead']]
Predicted Ans:    The Dentist
Predicted Path:   Ken Foree --[(INV) starred_actors]--> The Dentist --[starred_actors]--> Corbin Bernsen --[(INV) starred_actors]--> The Dentist
Path (Raw):       Ken Foree --[(INV) starred_actors]--> The Dentist --[starred_actors]--> Corbin Bernsen --[(INV) starred_actors]--> The Dentist
Neg LogProb(↓):   0.191883
Path Entropy(↓):  0.772186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film veronika decides to die
Start Entity:     Veronika Decides to Die
Gold Answer:      [['Asif Kapadia', 'Mark Tarlov', 'Jim Gillespie', 'James Toback', 'Michael Davis', 'Andrey Zvyagintsev', 'Kevin Munroe', 'Neil LaBute', 'John Polson', 'Raja Gosnell', 'William Wyler', 'Scott McGehee', 'Nicholas DiBella', 'Andrea Arnold', 'Carter Smith', 'David Siegel', 'Robert Fuest', 'Takashi Shimizu']]
Predicted Ans:    Neil LaBute
Predicted Path:   Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Path (Raw):       Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Neg LogProb(↓):   0.308682
Path Entropy(↓):  1.028545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of achilles and the tortoise
Start Entity:     Achilles and the Tortoise
Gold Answer:      [["Takeshis'", 'Glory to the Filmmaker!', 'Outrage', 'Kikujiro', 'Beyond Outrage', 'Getting Any?', 'Boiling Point', 'A Scene at the Sea', 'Sonatine', 'Brother', 'Dolls', 'Kids Return']]
Predicted Ans:    Outrage
Predicted Path:   Achilles and the Tortoise --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage
Path (Raw):       Achilles and the Tortoise --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[No Operation]--> Outrage
Neg LogProb(↓):   0.811830
Path Entropy(↓):  1.501687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is lust, caution in
Start Entity:     Lust, Caution
Gold Answer:      [['Japanese']]
Predicted Ans:    university
Predicted Path:   Lust, Caution --[has_tags]--> university --[(INV) has_tags]--> Lust, Caution --[has_tags]--> university
Path (Raw):       Lust, Caution --[has_tags]--> university --[(INV) has_tags]--> Lust, Caution --[has_tags]--> university
Neg LogProb(↓):   0.425099
Path Entropy(↓):  0.665950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of hands of the ripper
Start Entity:     Hands of the Ripper
Gold Answer:      [['Countess Dracula', 'Taste the Blood of Dracula', 'Doomwatch', 'Nothing But the Night']]
Predicted Ans:    Taste the Blood of Dracula
Predicted Path:   Hands of the Ripper --[directed_by]--> Peter Sasdy --[(INV) directed_by]--> Taste the Blood of Dracula
Path (Raw):       Hands of the Ripper --[directed_by]--> Peter Sasdy --[(INV) directed_by]--> Taste the Blood of Dracula --[No Operation]--> Taste the Blood of Dracula
Neg LogProb(↓):   0.726936
Path Entropy(↓):  1.270786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of beyond re - animator also starred in which movies
Start Entity:     Beyond Re-Animator
Gold Answer:      [['Re-Animator', 'Bride of Re-Animator', 'Dark House', 'From Beyond', 'Would You Rather', 'Monument Ave.']]
Predicted Ans:    Dark House
Predicted Path:   Beyond Re-Animator --[starred_actors]--> Jeffrey Combs --[(INV) starred_actors]--> Dark House
Path (Raw):       Beyond Re-Animator --[starred_actors]--> Jeffrey Combs --[No Operation]--> Jeffrey Combs --[(INV) starred_actors]--> Dark House
Neg LogProb(↓):   0.384900
Path Entropy(↓):  0.741713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by hell's kitchen actors
Start Entity:     Hell's Kitchen
Gold Answer:      [['Susan Seidelman', 'Robert Stromberg', 'Tim Blake Nelson', 'Dean Semler', 'Stephen Herek', 'Ole Bornedal', 'Clint Eastwood', 'Timur Bekmambetov', 'Florian Henckel von Donnersmarck', 'James Mangold', 'Spike Lee', 'Robert De Niro', 'Martin Scorsese', 'Luc Besson', 'Mike Robe', 'Robert Mandel', 'Martin Campbell', 'John Frankenheimer', 'Michael Cristofer', 'Michael Winterbottom', 'Hal Ashby', 'Phillip Noyce', 'Alan Taylor', 'Robert Benton', 'Mark Osborne', 'John Stevenson', 'Curtis Hanson', 'Timothy Wayne Folsome', 'Mekhi Phifer', 'Richard Shepard', 'Iain Softley', 'Eric Steven Stahl', 'Rosanna Arquette', 'Danny Cannon', 'Andy Wilson', 'Robert Harmon', 'Charles Stone III']]
Predicted Ans:    Luc Besson
Predicted Path:   Hell's Kitchen --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[directed_by]--> Luc Besson
Path (Raw):       Hell's Kitchen --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.705615
Path Entropy(↓):  1.349184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did alex proyas direct
Start Entity:     Alex Proyas
Gold Answer:      [['Knowing', 'Dark City', 'The Crow', 'I, Robot', 'Garage Days']]
Predicted Ans:    The Crow
Predicted Path:   Alex Proyas --[(INV) directed_by]--> The Crow --[directed_by]--> Alex Proyas --[(INV) directed_by]--> The Crow
Path (Raw):       Alex Proyas --[(INV) directed_by]--> The Crow --[directed_by]--> Alex Proyas --[(INV) directed_by]--> The Crow
Neg LogProb(↓):   0.100208
Path Entropy(↓):  0.425495
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe she's out of my league in a few words
Start Entity:     She's Out of My League
Gold Answer:      [['jay baruchel', 'pittsburgh', 'alice eve']]
Predicted Ans:    alice eve
Predicted Path:   She's Out of My League --[has_tags]--> alice eve --[(INV) has_tags]--> Star Trek Into Darkness --[has_tags]--> alice eve
Path (Raw):       She's Out of My League --[has_tags]--> alice eve --[(INV) has_tags]--> Star Trek Into Darkness --[has_tags]--> alice eve
Neg LogProb(↓):   0.409613
Path Entropy(↓):  0.672694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of quiz show were directed by who
Start Entity:     Quiz Show
Gold Answer:      [['Mike Newell']]
Predicted Ans:    Mike Newell
Predicted Path:   Quiz Show --[written_by]--> Paul Attanasio --[(INV) written_by]--> Donnie Brasco --[directed_by]--> Mike Newell
Path (Raw):       Quiz Show --[written_by]--> Paul Attanasio --[(INV) written_by]--> Donnie Brasco --[directed_by]--> Mike Newell
Neg LogProb(↓):   0.025829
Path Entropy(↓):  0.138451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of three kings
Start Entity:     Three Kings
Gold Answer:      [['Jason Schwartzman', 'Ben Stiller', 'Patricia Arquette', 'Christian Bale', 'Melissa Leo', 'Dustin Hoffman', 'Mark Wahlberg', 'Jacki Weaver', 'Amy Adams', 'Téa Leoni', 'Jeremy Renner', 'Bradley Cooper', 'Isabelle Huppert', 'Lily Tomlin', 'Robert De Niro', 'Mary Tyler Moore', 'Jennifer Lawrence']]
Predicted Ans:    Amy Adams
Predicted Path:   Three Kings --[directed_by]--> David O. Russell --[(INV) directed_by]--> American Hustle --[starred_actors]--> Amy Adams
Path (Raw):       Three Kings --[directed_by]--> David O. Russell --[(INV) directed_by]--> American Hustle --[starred_actors]--> Amy Adams
Neg LogProb(↓):   0.189937
Path Entropy(↓):  0.567820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of when a man loves a woman
Start Entity:     When a Man Loves a Woman
Gold Answer:      [['Anastasia', 'French Kiss', 'Courage Under Fire', 'When Harry Met Sally...', 'D.O.A.', "Alice Doesn't Live Here Anymore", 'Andre', 'Addicted to Love', 'Promised Land', 'Flowers in the Attic', 'Against the Ropes', 'Joe Versus the Volcano', 'Another Happy Day', 'Requiem for a Dream', 'Alex in Wonderland', 'The Exorcist', 'Corrina, Corrina', 'Same Time, Next Year', 'Serious Moonlight', 'The King of Marvin Gardens', 'In the Cut', 'I.Q.', 'The Deal', 'Interstellar', "You've Got Mail", 'Innerspace', 'Providence', 'The Doors', 'Hanging Up', 'Resurrection', 'Lovely, Still', 'The Spitfire Grill', 'Proof of Life', 'Prelude to a Kiss', 'City of Angels']]
Predicted Ans:    In the Cut
Predicted Path:   When a Man Loves a Woman --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> In the Cut
Path (Raw):       When a Man Loves a Woman --[starred_actors]--> Meg Ryan --[No Operation]--> Meg Ryan --[(INV) starred_actors]--> In the Cut
Neg LogProb(↓):   0.563648
Path Entropy(↓):  1.188777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by m. ward released
Start Entity:     M. Ward
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   M. Ward --[(INV) starred_actors]--> The Go-Getter --[release_year]--> 2007
Path (Raw):       M. Ward --[No Operation]--> M. Ward --[(INV) starred_actors]--> The Go-Getter --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by frank de felitta
Start Entity:     Frank De Felitta
Gold Answer:      [['Robert Wise']]
Predicted Ans:    Frank De Felitta
Predicted Path:   Frank De Felitta --[(INV) directed_by]--> Dark Night of the Scarecrow --[directed_by]--> Frank De Felitta
Path (Raw):       Frank De Felitta --[No Operation]--> Frank De Felitta --[(INV) directed_by]--> Dark Night of the Scarecrow --[directed_by]--> Frank De Felitta
Neg LogProb(↓):   0.009910
Path Entropy(↓):  0.055908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe date night
Start Entity:     Date Night
Gold Answer:      [['comedy', 'steve carell', 'tina fey']]
Predicted Ans:    comedy
Predicted Path:   Date Night --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       Date Night --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.530426
Path Entropy(↓):  0.713293
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film blithe spirit
Start Entity:     Blithe Spirit
Gold Answer:      [['Richard Lester', 'David Miller', 'Carol Reed', 'John Cromwell', 'George Pollock', 'Cecil B. DeMille', 'Reginald Beck', 'Anthony Bushell', 'Gabriel Pascal', 'Orson Welles', 'Eduardo Mignogna', 'Richard Fleischer', 'Howard Zieff', 'Joseph L. Mankiewicz', 'Vincente Minnelli', 'Preston Sturges', 'David Lean']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Blithe Spirit --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Blithe Spirit --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.961683
Path Entropy(↓):  1.515435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of onegin also starred in which movies
Start Entity:     Onegin
Gold Answer:      [['Armageddon', 'The Ledge', 'Great Expectations', 'Super', 'The Strangers', 'The Machine', 'The Prince of Egypt', 'Spider', 'All Things to All Men', 'Strange Days', 'Land of the Blind', 'Wrath of the Titans', 'The Avengers', 'The Baby of Mâcon', 'The Grand Budapest Hotel', 'Maid in Manhattan', 'Heavy', 'Skyfall', 'Coriolanus', 'The End of the Affair', 'Red Dragon', 'The Reader', 'The Constant Gardener', 'Chromophobia', 'Sunshine', "Schindler's List", "Cookie's Fortune", 'The Incredible Hulk', 'Reign Over Me', 'Oscar and Lucinda', 'Quiz Show']]
Predicted Ans:    Schindler's List
Predicted Path:   Onegin --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List
Path (Raw):       Onegin --[starred_actors]--> Ralph Fiennes --[No Operation]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List
Neg LogProb(↓):   0.848138
Path Entropy(↓):  1.457289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in beautiful ohio
Start Entity:     Beautiful Ohio
Gold Answer:      [['William Hurt']]
Predicted Ans:    William Hurt
Predicted Path:   Beautiful Ohio --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers --[starred_actors]--> William Hurt
Path (Raw):       Beautiful Ohio --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.000957
Path Entropy(↓):  0.008175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the pied piper also directed which films
Start Entity:     The Pied Piper
Gold Answer:      [['Lady Oscar', 'Model Shop', 'The Young Girls of Rochefort', 'Lola', 'Donkey Skin', 'Bay of Angels', 'Une chambre en ville', 'The Umbrellas of Cherbourg']]
Predicted Ans:    The Umbrellas of Cherbourg
Predicted Path:   The Pied Piper --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg
Path (Raw):       The Pied Piper --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg --[No Operation]--> The Umbrellas of Cherbourg
Neg LogProb(↓):   0.320908
Path Entropy(↓):  0.934668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was chris o'donnell an actor in
Start Entity:     Chris O'Donnell
Gold Answer:      [['School Ties', 'The Bachelor', "Men Don't Leave", 'Vertical Limit', 'Kinsey', "Cookie's Fortune", 'The Chamber', 'Scent of a Woman', 'In Love and War', 'Mad Love', 'The Three Musketeers']]
Predicted Ans:    The Chamber
Predicted Path:   Chris O'Donnell --[(INV) starred_actors]--> The Chamber --[written_by]--> John Grisham --[(INV) written_by]--> The Chamber
Path (Raw):       Chris O'Donnell --[(INV) starred_actors]--> The Chamber --[written_by]--> John Grisham --[(INV) written_by]--> The Chamber
Neg LogProb(↓):   0.447671
Path Entropy(↓):  1.115118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of kind lady
Start Entity:     Kind Lady
Gold Answer:      [['Richard Attenborough', 'Diana Muldaur', 'Yul Brynner', 'Eddie Albert', 'Ernest Borgnine', 'Clint Eastwood', 'Patrick McGoohan', 'Louis Calhern', 'Gregory Peck', 'Bruce Bennett', 'Michael Caine', 'Richard Widmark', 'Barbara Stanwyck', 'David Janssen', 'Anthony Quinn', 'Ann Harding', 'Jim Hutton', 'Eduard Franz', 'Philip Ober', 'James Garner', 'George Maharis', 'Jason Robards', 'James Franciscus', 'Elsa Lanchester', 'Robert Ryan', 'John Wayne', 'Earl Holliman', 'Richard Crenna', 'Robert Duvall', 'Ricardo Montalban', 'Carolyn Jones', 'Ralph Meeker', 'Lee Remick', 'Burt Lancaster', 'Kirk Douglas', 'Donald Sutherland', 'Charles Bronson', 'Eli Wallach', 'Dean Jagger', 'Anne Francis', 'Barry Sullivan', 'Rock Hudson', 'Colleen Dewhurst', 'Spencer Tracy', 'Steve McQueen', 'Jim Brown', 'Jenny Agutter']]
Predicted Ans:    Robert Ryan
Predicted Path:   Kind Lady --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[starred_actors]--> Robert Ryan
Path (Raw):       Kind Lady --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.426291
Path Entropy(↓):  1.213113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in occupant
Start Entity:     Occupant
Gold Answer:      [['Horror']]
Predicted Ans:    Thriller
Predicted Path:   Occupant --[starred_actors]--> Cody Horn --[(INV) starred_actors]--> Occupant --[has_genre]--> Thriller
Path (Raw):       Occupant --[starred_actors]--> Cody Horn --[(INV) starred_actors]--> Occupant --[has_genre]--> Thriller
Neg LogProb(↓):   0.150344
Path Entropy(↓):  0.500190
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by holly hunter
Start Entity:     Holly Hunter
Gold Answer:      [['Paul Haggis', 'Lasse Hallström', 'Thomas Schlamme', 'Daniel Barnz', 'James L. Brooks', 'Mark Mylod', 'Richard LaGravenese', 'Jon Amiel', 'David Cronenberg', 'Steven Spielberg', 'Stuart Gillard', 'Danny Boyle', 'Catherine Hardwicke', 'Diablo Cody', 'Mary Agnes Donoghue', 'Nick Hurran', 'Jodie Foster', 'Jane Campion', 'Michael Ritchie']]
Predicted Ans:    Daniel Barnz
Predicted Path:   Holly Hunter --[(INV) starred_actors]--> Won't Back Down --[directed_by]--> Daniel Barnz
Path (Raw):       Holly Hunter --[No Operation]--> Holly Hunter --[(INV) starred_actors]--> Won't Back Down --[directed_by]--> Daniel Barnz
Neg LogProb(↓):   1.313460
Path Entropy(↓):  1.253595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the deep rising director
Start Entity:     Deep Rising
Gold Answer:      [['Mark Twain', 'Jimmy Sangster', 'Stephen Sommers']]
Predicted Ans:    Stephen Sommers
Predicted Path:   Deep Rising --[directed_by]--> Stephen Sommers --[(INV) directed_by]--> The Mummy --[written_by]--> Stephen Sommers
Path (Raw):       Deep Rising --[directed_by]--> Stephen Sommers --[(INV) directed_by]--> The Mummy --[written_by]--> Stephen Sommers
Neg LogProb(↓):   0.206592
Path Entropy(↓):  0.728468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie meet the parents in a few words
Start Entity:     Meet the Parents
Gold Answer:      [['ben stiller', 'owen wilson', 'jay roach', 'teri polo', 'comedy', 'robert de niro']]
Predicted Ans:    jay roach
Predicted Path:   Meet the Parents --[has_tags]--> jay roach --[(INV) has_tags]--> Meet the Parents --[has_tags]--> jay roach
Path (Raw):       Meet the Parents --[has_tags]--> jay roach --[(INV) has_tags]--> Meet the Parents --[has_tags]--> jay roach
Neg LogProb(↓):   0.113851
Path Entropy(↓):  0.404914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the pentagon wars
Start Entity:     The Pentagon Wars
Gold Answer:      [['Racing with the Moon', 'Mermaids', 'The Shrink Is In', 'My Stepmother Is an Alien', 'Downtown', 'Milk Money', 'Made in America', 'Little Nikita', 'Marci X', 'City Heat', 'My Favorite Year', 'The Money Pit']]
Predicted Ans:    Mermaids
Predicted Path:   The Pentagon Wars --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids
Path (Raw):       The Pentagon Wars --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids --[No Operation]--> Mermaids
Neg LogProb(↓):   0.054934
Path Entropy(↓):  0.270612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film hunting and gathering
Start Entity:     Hunting and Gathering
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Hunting and Gathering --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Hunting and Gathering --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.967696
Path Entropy(↓):  2.968975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by rich eustis
Start Entity:     Rich Eustis
Gold Answer:      [['Bill Persky']]
Predicted Ans:    Bill Persky
Predicted Path:   Rich Eustis --[(INV) written_by]--> Serial --[directed_by]--> Bill Persky
Path (Raw):       Rich Eustis --[No Operation]--> Rich Eustis --[(INV) written_by]--> Serial --[directed_by]--> Bill Persky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by paz de la huerta
Start Entity:     Paz de la Huerta
Gold Answer:      [['David Loughery', 'Gaspar Noé']]
Predicted Ans:    Amy Redford
Predicted Path:   Paz de la Huerta --[(INV) starred_actors]--> The Guitar --[directed_by]--> Amy Redford
Path (Raw):       Paz de la Huerta --[No Operation]--> Paz de la Huerta --[(INV) starred_actors]--> The Guitar --[directed_by]--> Amy Redford
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe the flame of new orleans
Start Entity:     The Flame of New Orleans
Gold Answer:      [['new orleans']]
Predicted Ans:    new orleans
Predicted Path:   The Flame of New Orleans --[has_tags]--> new orleans --[(INV) has_tags]--> Hard Target --[has_tags]--> new orleans
Path (Raw):       The Flame of New Orleans --[has_tags]--> new orleans --[(INV) has_tags]--> Hard Target --[has_tags]--> new orleans
Neg LogProb(↓):   0.000550
Path Entropy(↓):  0.004704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of maytime
Start Entity:     Maytime
Gold Answer:      [['Dancing Lady', 'Nancy Goes to Rio', 'The Bribe', 'After Office Hours', 'The Divorcee', 'When Ladies Meet', 'Pride and Prejudice', 'Broadway Serenade', 'The Great Ziegfeld', 'Week-End at the Waldorf', 'A Lady of Chance', "B.F.'s Daughter", 'In the Good Old Summertime']]
Predicted Ans:    Dancing Lady
Predicted Path:   Maytime --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady
Path (Raw):       Maytime --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[No Operation]--> Dancing Lady
Neg LogProb(↓):   1.358113
Path Entropy(↓):  2.086646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by margot steinberg
Start Entity:     Margot Steinberg
Gold Answer:      [['Richard Attenborough']]
Predicted Ans:    Richard Attenborough
Predicted Path:   Margot Steinberg --[(INV) starred_actors]--> In Love and War --[directed_by]--> Richard Attenborough
Path (Raw):       Margot Steinberg --[No Operation]--> Margot Steinberg --[(INV) starred_actors]--> In Love and War --[directed_by]--> Richard Attenborough
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of the sword and the sorcerer
Start Entity:     The Sword and the Sorcerer
Gold Answer:      [['Down Twisted', 'Urban Menace', 'Arcade', 'Radioactive Dreams', 'Captain America', 'Ticker', 'Mean Guns', 'Omega Doom', 'Cyborg']]
Predicted Ans:    Arcade
Predicted Path:   The Sword and the Sorcerer --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Arcade
Path (Raw):       The Sword and the Sorcerer --[No Operation]--> The Sword and the Sorcerer --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Arcade
Neg LogProb(↓):   0.194010
Path Entropy(↓):  0.762138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote dangerous moves
Start Entity:     Dangerous Moves
Gold Answer:      [['Richard Dembo']]
Predicted Ans:    Richard Dembo
Predicted Path:   Dangerous Moves --[written_by]--> Richard Dembo --[(INV) written_by]--> Dangerous Moves --[written_by]--> Richard Dembo
Path (Raw):       Dangerous Moves --[written_by]--> Richard Dembo --[(INV) written_by]--> Dangerous Moves --[written_by]--> Richard Dembo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the house of the devil
Start Entity:     The House of the Devil
Gold Answer:      [['Ti West']]
Predicted Ans:    Ti West
Predicted Path:   The House of the Devil --[written_by]--> Ti West --[(INV) written_by]--> The House of the Devil --[written_by]--> Ti West
Path (Raw):       The House of the Devil --[written_by]--> Ti West --[(INV) written_by]--> The House of the Devil --[written_by]--> Ti West
Neg LogProb(↓):   0.620045
Path Entropy(↓):  0.690357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Dr. ehrlich's magic bullet, when was it released
Start Entity:     Dr. Ehrlich's Magic Bullet
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Dr. Ehrlich's Magic Bullet --[release_year]--> 1940 --[(INV) release_year]--> Blondie on a Budget --[release_year]--> 1940
Path (Raw):       Dr. Ehrlich's Magic Bullet --[release_year]--> 1940 --[(INV) release_year]--> Blondie on a Budget --[release_year]--> 1940
Neg LogProb(↓):   1.510208
Path Entropy(↓):  2.738246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film anything goes
Start Entity:     Anything Goes
Gold Answer:      [['David R. Schwartz', 'James A. Michener', 'Don Hartman', 'Dudley Nichols', 'Lamar Trotti', 'Henry Ephron', 'Phoebe Ephron', 'Howard Lindsay', 'Russel Crouse', 'Philip Barry', 'Clifford Odets', 'Jo Swerling', 'Norman Panama', 'Katherine Leslie Moore', 'Billy Wilder', 'Charles Brackett', 'John Patrick', 'Arthur Sheekman', "Charles O'Neal", 'Fritz Rotter', 'Donald Ogden Stewart', 'Jack Rose', 'Edmund Beloin', 'Frank Butler', 'Harry Hervey', 'Joshua Logan', 'Leo McCarey', 'Robert Riskin', 'M. Coates Webster', 'George Seaton', 'Melvin Frank', "Liam O'Brien", 'Vera Caspary', 'Sy Bartlett', 'Dennis Potter', 'Irving Berlin']]
Predicted Ans:    George Seaton
Predicted Path:   Anything Goes --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[written_by]--> George Seaton
Path (Raw):       Anything Goes --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[written_by]--> George Seaton
Neg LogProb(↓):   0.758523
Path Entropy(↓):  1.594953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film jane eyre
Start Entity:     Jane Eyre
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jane Eyre --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Jane Eyre --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   4.089856
Path Entropy(↓):  5.279211
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for story of women
Start Entity:     Story of Women
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Story of Women --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Path (Raw):       Story of Women --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   0.451645
Path Entropy(↓):  1.351505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter sean mcewen co - wrote movies with who
Start Entity:     Sean McEwen
Gold Answer:      [['Joe Anderson']]
Predicted Ans:    Sean McEwen
Predicted Path:   Sean McEwen --[(INV) written_by]--> Albino Farm --[written_by]--> Sean McEwen
Path (Raw):       Sean McEwen --[No Operation]--> Sean McEwen --[(INV) written_by]--> Albino Farm --[written_by]--> Sean McEwen
Neg LogProb(↓):   0.136206
Path Entropy(↓):  0.381294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which screenwriter wrote the script for the set - up
Start Entity:     The Set-Up
Gold Answer:      [['Art Cohn', 'Joseph Moncure March']]
Predicted Ans:    Joseph Moncure March
Predicted Path:   The Set-Up --[written_by]--> Joseph Moncure March --[(INV) written_by]--> The Set-Up --[written_by]--> Joseph Moncure March
Path (Raw):       The Set-Up --[written_by]--> Joseph Moncure March --[(INV) written_by]--> The Set-Up --[written_by]--> Joseph Moncure March
Neg LogProb(↓):   0.004067
Path Entropy(↓):  0.028972
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does peter forbes appear in
Start Entity:     Peter Forbes
Gold Answer:      [['The First Men in the Moon']]
Predicted Ans:    The First Men in the Moon
Predicted Path:   Peter Forbes --[(INV) starred_actors]--> The First Men in the Moon --[starred_actors]--> Mark Gatiss --[(INV) starred_actors]--> The First Men in the Moon
Path (Raw):       Peter Forbes --[(INV) starred_actors]--> The First Men in the Moon --[starred_actors]--> Mark Gatiss --[(INV) starred_actors]--> The First Men in the Moon
Neg LogProb(↓):   0.094608
Path Entropy(↓):  0.308724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the reckoning actors
Start Entity:     The Reckoning
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   The Reckoning --[starred_actors]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Path (Raw):       The Reckoning --[starred_actors]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.079737
Path Entropy(↓):  2.081888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about mick jackson
Start Entity:     mick jackson
Gold Answer:      [['Tuesdays with Morrie', 'Clean Slate', 'Volcano', 'L.A. Story', 'Temple Grandin', 'Threads', 'Live from Baghdad']]
Predicted Ans:    Tuesdays with Morrie
Predicted Path:   mick jackson --[(INV) has_tags]--> Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie
Path (Raw):       mick jackson --[(INV) has_tags]--> Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie
Neg LogProb(↓):   0.263343
Path Entropy(↓):  0.888560
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of chimes at midnight
Start Entity:     Chimes at Midnight
Gold Answer:      [['Eva', 'Murder at the Gallop', "Prospero's Books", 'Don Quixote', 'Becket', 'Waterloo', 'The Black Rose', 'Butterfly', 'Macbeth', 'Haunted', 'Viva Maria!', 'The Bride Wore Black', 'Othello', 'A Diary for Timothy', 'Prince of Foxes', 'Arthur', 'Murder Most Foul', 'Caligula', 'La Notte', 'A Safe Place', 'Blithe Spirit', 'The Elephant Man', 'The Human Factor', 'The Lovers', 'Julius Caesar', 'The Third Man', 'Elevator to the Gallows', 'Appointment with Death', 'Touch of Evil', 'F for Fake', 'The Formula', 'Jane Eyre', 'Diary of a Chambermaid', 'The Proprietor', 'Providence', 'The Train', 'The Mouse on the Moon', 'The Long, Hot Summer', 'The Immortal Story', 'Mademoiselle', "I'll Never Forget What's'isname", 'The Trial', 'The Lady from Shanghai', 'Compulsion', 'The Man Who Saw Tomorrow', 'Bay of Angels', 'The Stranger', 'The Last Tycoon', 'Secret Agent']]
Predicted Ans:    The Train
Predicted Path:   Chimes at Midnight --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> The Train
Path (Raw):       Chimes at Midnight --[starred_actors]--> Jeanne Moreau --[No Operation]--> Jeanne Moreau --[(INV) starred_actors]--> The Train
Neg LogProb(↓):   0.892502
Path Entropy(↓):  1.456823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the shipping news also wrote which films
Start Entity:     The Shipping News
Gold Answer:      [['Brokeback Mountain']]
Predicted Ans:    The Shipping News
Predicted Path:   The Shipping News --[written_by]--> Annie Proulx --[(INV) written_by]--> The Shipping News
Path (Raw):       The Shipping News --[written_by]--> Annie Proulx --[(INV) written_by]--> The Shipping News --[No Operation]--> The Shipping News
Neg LogProb(↓):   0.004976
Path Entropy(↓):  0.031293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films directed by melisa wallack release
Start Entity:     Melisa Wallack
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Melisa Wallack --[(INV) directed_by]--> Meet Bill --[release_year]--> 2007
Path (Raw):       Melisa Wallack --[No Operation]--> Melisa Wallack --[(INV) directed_by]--> Meet Bill --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of copying beethoven
Start Entity:     Copying Beethoven
Gold Answer:      [['Marco Hofschneider', "Margaret O'Brien", 'David Thewlis', 'Leonardo DiCaprio', 'Ed Harris', 'Christopher Lambert', 'Solomon Perel']]
Predicted Ans:    Marco Hofschneider
Predicted Path:   Copying Beethoven --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Path (Raw):       Copying Beethoven --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Neg LogProb(↓):   0.018702
Path Entropy(↓):  0.126353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of crime zone
Start Entity:     Crime Zone
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Crime Zone --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Path (Raw):       Crime Zone --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Neg LogProb(↓):   2.905857
Path Entropy(↓):  4.237663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of julia
Start Entity:     Julia
Gold Answer:      [['Glynis Johns', 'Van Heflin', 'Lloyd Nolan', 'Gary Cooper', 'Lambert Wilson', 'Edith Evans', 'Marlon Brando', 'Emilie de Ravin', 'Gregory Peck', 'Ivan Sergei', 'Betsy Brantley', 'Anthony Quinn', 'Donna Reed', 'Jessica Tandy', 'Robert Mitchum', 'Hume Cronyn', 'Montgomery Clift', 'Gordon MacRae', 'Gene Nelson', 'Edward Fox', 'Eva Marie Saint', 'Peter Ustinov', 'Gloria Grahame', 'Teresa Wright', 'Robert Ryan', 'Paul Scofield', 'Peggy Ashcroft', 'Janet Leigh', 'Audrey Hepburn', 'Burt Lancaster', 'Don Murray', 'Anthony Franciosa', 'Sean Connery', 'Everett Sloane', 'Omar Sharif', 'Charlotte Greenwood', 'Aline MacMahon', 'Spencer Tracy', 'Deborah Kerr', 'Peter Finch']]
Predicted Ans:    Marlon Brando
Predicted Path:   Julia --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[starred_actors]--> Marlon Brando
Path (Raw):       Julia --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   0.152514
Path Entropy(↓):  0.667836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by louis de funes
Start Entity:     Louis de Funès
Gold Answer:      [['1971', '1965']]
Predicted Ans:    1965
Predicted Path:   Louis de Funès --[(INV) starred_actors]--> The Sucker --[release_year]--> 1965
Path (Raw):       Louis de Funès --[No Operation]--> Louis de Funès --[(INV) starred_actors]--> The Sucker --[release_year]--> 1965
Neg LogProb(↓):   0.011625
Path Entropy(↓):  0.063042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by joe mantegna in
Start Entity:     Joe Mantegna
Gold Answer:      [['English', 'Czech', 'Portuguese']]
Predicted Ans:    Comedy
Predicted Path:   Joe Mantegna --[(INV) starred_actors]--> Forget Paris --[has_genre]--> Comedy
Path (Raw):       Joe Mantegna --[No Operation]--> Joe Mantegna --[(INV) starred_actors]--> Forget Paris --[has_genre]--> Comedy
Neg LogProb(↓):   0.529040
Path Entropy(↓):  1.208622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by libeled lady writers
Start Entity:     Libeled Lady
Gold Answer:      [['Musical', 'War', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Libeled Lady --[written_by]--> George Oppenheimer --[(INV) written_by]--> Libeled Lady --[has_genre]--> Comedy
Path (Raw):       Libeled Lady --[written_by]--> George Oppenheimer --[(INV) written_by]--> Libeled Lady --[has_genre]--> Comedy
Neg LogProb(↓):   0.225236
Path Entropy(↓):  0.589477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie el dorado
Start Entity:     El Dorado
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   El Dorado --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       El Dorado --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.526113
Path Entropy(↓):  3.633340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did robert culp star in
Start Entity:     Robert Culp
Gold Answer:      [['Outrage', 'The Castaway Cowboy', 'Hannie Caulder', 'PT 109', 'A Name for Evil']]
Predicted Ans:    A Name for Evil
Predicted Path:   Robert Culp --[(INV) starred_actors]--> A Name for Evil --[starred_actors]--> Robert Culp --[(INV) starred_actors]--> A Name for Evil
Path (Raw):       Robert Culp --[(INV) starred_actors]--> A Name for Evil --[starred_actors]--> Robert Culp --[(INV) starred_actors]--> A Name for Evil
Neg LogProb(↓):   0.105513
Path Entropy(↓):  0.494383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by charles laughton fall under
Start Entity:     Charles Laughton
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Charles Laughton --[(INV) written_by]--> Sidewalks of London --[has_genre]--> Comedy
Path (Raw):       Charles Laughton --[No Operation]--> Charles Laughton --[(INV) written_by]--> Sidewalks of London --[has_genre]--> Comedy
Neg LogProb(↓):   0.000470
Path Entropy(↓):  0.004735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for chimes at midnight
Start Entity:     Chimes at Midnight
Gold Answer:      [['William Shakespeare', 'Orson Welles', 'Raphael Holinshed']]
Predicted Ans:    William Shakespeare
Predicted Path:   Chimes at Midnight --[written_by]--> William Shakespeare --[(INV) written_by]--> The Banquet --[written_by]--> William Shakespeare
Path (Raw):       Chimes at Midnight --[written_by]--> William Shakespeare --[(INV) written_by]--> The Banquet --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.941112
Path Entropy(↓):  1.554219
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with sandra milo
Start Entity:     Sandra Milo
Gold Answer:      [['Valentina Cortese', 'Giulietta Masina', 'Lino Ventura', 'Mario Pisu']]
Predicted Ans:    Sandra Milo
Predicted Path:   Sandra Milo --[(INV) starred_actors]--> Juliet of the Spirits --[starred_actors]--> Sandra Milo
Path (Raw):       Sandra Milo --[No Operation]--> Sandra Milo --[(INV) starred_actors]--> Juliet of the Spirits --[starred_actors]--> Sandra Milo
Neg LogProb(↓):   0.188135
Path Entropy(↓):  0.491711
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie just cause
Start Entity:     Just Cause
Gold Answer:      [['Jerry Zucker', 'Ronald Neame', 'Philip Kaufman', 'Edward Dmytryk', 'Peter Hyams', 'Nimród Antal', 'Clint Eastwood', 'John Huston', 'Reggie Rock Bythewood', 'John Milius', 'Robert Markowitz', 'Stuart Burge', 'Damian Harris', 'Irvin Kershner', 'Michael Bay', 'Joss Whedon', 'John Boorman', 'Martin Ritt', 'Kevin Hooks', 'Abel Ferrara', 'Gus Van Sant', 'Laurence Malkin', 'Russell Mulcahy', 'Terence Young', 'Terry Gilliam', 'Jon Amiel', 'John Carpenter', 'Joel Schumacher', 'John Herzfeld', 'Stephen Norrington', 'Robert Benton', 'Anthony Silverston', 'Nolan Lebovitz', 'Mikhail Kalatozov', 'Steven Spielberg', 'Alfred Hitchcock', 'Sidney Lumet', 'Richard Lester', 'Fred Schepisi', 'Guy Hamilton', 'John McTiernan', 'Doug Atchison', 'Fred Zinnemann', 'Oliver Parker', 'Richard Brooks', 'Orson Welles', 'Lewis Gilbert', 'Robert Stevenson', 'Brian De Palma']]
Predicted Ans:    John Boorman
Predicted Path:   Just Cause --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[directed_by]--> John Boorman
Path (Raw):       Just Cause --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[directed_by]--> John Boorman
Neg LogProb(↓):   0.911817
Path Entropy(↓):  1.931850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of matthew lewis
Start Entity:     Matthew Lewis
Gold Answer:      [['Dominik Moll']]
Predicted Ans:    Matthew Lewis
Predicted Path:   Matthew Lewis --[(INV) written_by]--> The Monk --[written_by]--> Matthew Lewis
Path (Raw):       Matthew Lewis --[No Operation]--> Matthew Lewis --[(INV) written_by]--> The Monk --[written_by]--> Matthew Lewis
Neg LogProb(↓):   0.001172
Path Entropy(↓):  0.009077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies together with joseph petracca
Start Entity:     Joseph Petracca
Gold Answer:      [['John Fante']]
Predicted Ans:    Joseph Petracca
Predicted Path:   Joseph Petracca --[(INV) written_by]--> The Reluctant Saint --[written_by]--> Joseph Petracca
Path (Raw):       Joseph Petracca --[No Operation]--> Joseph Petracca --[(INV) written_by]--> The Reluctant Saint --[written_by]--> Joseph Petracca
Neg LogProb(↓):   0.001284
Path Entropy(↓):  0.009830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films starred by andy lau fall under
Start Entity:     Andy Lau
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Andy Lau --[(INV) starred_actors]--> A Simple Life --[has_genre]--> Drama
Path (Raw):       Andy Lau --[No Operation]--> Andy Lau --[(INV) starred_actors]--> A Simple Life --[has_genre]--> Drama
Neg LogProb(↓):   1.283406
Path Entropy(↓):  1.237413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in what dreams may come
Start Entity:     What Dreams May Come
Gold Answer:      [['Swedish', 'Hawaiian', 'English', 'Danish', 'Norwegian', 'Japanese', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   What Dreams May Come --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> The Night Visitor --[in_language]--> English
Path (Raw):       What Dreams May Come --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> The Night Visitor --[in_language]--> English
Neg LogProb(↓):   0.595472
Path Entropy(↓):  1.370778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor naomie harris co - starred with who
Start Entity:     Naomie Harris
Gold Answer:      [['Tony Kgoroge', 'Oliver Litondo']]
Predicted Ans:    Naomie Harris
Predicted Path:   Naomie Harris --[(INV) starred_actors]--> The First Grader --[starred_actors]--> Naomie Harris
Path (Raw):       Naomie Harris --[No Operation]--> Naomie Harris --[(INV) starred_actors]--> The First Grader --[starred_actors]--> Naomie Harris
Neg LogProb(↓):   0.000978
Path Entropy(↓):  0.007970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in for love of ivy also appears in which films
Start Entity:     For Love of Ivy
Gold Answer:      [['All the Young Men', 'Shoot to Kill', 'The Bedford Incident', "Let's Do It Again", 'The Other Side of the Mountain', 'Duel at Diablo', 'Little Nikita', 'Two-Minute Warning', 'Good-bye, My Lady', 'Norma Rae', 'Eden', 'They Call Me Mister Tibbs!', 'The Jackal', 'To Sir, with Love', 'The Landlord', 'A Patch of Blue', 'A Warm December', 'In the Heat of the Night', 'The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom', 'A Piece of the Action', 'Uptown Saturday Night', "Guess Who's Coming to Dinner", 'The Fabulous Baker Boys', 'The Organization', 'The Hotel New Hampshire', 'No Way Out', 'Edge of the City', 'Max Payne', 'David and Lisa', 'Pressure Point', 'Buck and the Preacher', 'The Fifth Musketeer', 'The Long Ships', 'Paris Blues', 'The Four Feathers', 'I-See-You.Com', 'Losing Chase', 'The Simple Life of Noah Dearborn', 'A Raisin in the Sun', 'Lilies of the Field', 'Sneakers', 'The Incident', 'Heart Like a Wheel', 'The Defiant Ones', 'The Slender Thread']]
Predicted Ans:    To Sir, with Love
Predicted Path:   For Love of Ivy --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Path (Raw):       For Love of Ivy --[starred_actors]--> Sidney Poitier --[No Operation]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Neg LogProb(↓):   0.355590
Path Entropy(↓):  1.340798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie violent saturday
Start Entity:     Violent Saturday
Gold Answer:      [['1946', '1954', '1992', '1959', '1941', '1953', '1947', '1956', '1995', '1940', '1996', '1955', '1962', '1988', '1949', '1950', '1960', '1987', '1969', '1952']]
Predicted Ans:    1954
Predicted Path:   Violent Saturday --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[release_year]--> 1954
Path (Raw):       Violent Saturday --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[release_year]--> 1954
Neg LogProb(↓):   0.371937
Path Entropy(↓):  1.271346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was oleanna written by
Start Entity:     Oleanna
Gold Answer:      [['David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Oleanna --[written_by]--> David Mamet --[(INV) written_by]--> Oleanna --[written_by]--> David Mamet
Path (Raw):       Oleanna --[written_by]--> David Mamet --[(INV) written_by]--> Oleanna --[written_by]--> David Mamet
Neg LogProb(↓):   0.049060
Path Entropy(↓):  0.215868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by robert bresson were written by who
Start Entity:     Robert Bresson
Gold Answer:      [['Fyodor Dostoevsky', 'Georges Bernanos', 'André Devigny']]
Predicted Ans:    Robert Bresson
Predicted Path:   Robert Bresson --[(INV) directed_by]--> The Trial of Joan of Arc --[written_by]--> Robert Bresson
Path (Raw):       Robert Bresson --[No Operation]--> Robert Bresson --[(INV) directed_by]--> The Trial of Joan of Arc --[written_by]--> Robert Bresson
Neg LogProb(↓):   0.014193
Path Entropy(↓):  0.092599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movie did al hine write
Start Entity:     Al Hine
Gold Answer:      [['Lord Love a Duck']]
Predicted Ans:    Lord Love a Duck
Predicted Path:   Al Hine --[(INV) written_by]--> Lord Love a Duck --[written_by]--> Al Hine --[(INV) written_by]--> Lord Love a Duck
Path (Raw):       Al Hine --[(INV) written_by]--> Lord Love a Duck --[written_by]--> Al Hine --[(INV) written_by]--> Lord Love a Duck
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie into the blue
Start Entity:     Into the Blue
Gold Answer:      [['John Stockwell']]
Predicted Ans:    John Stockwell
Predicted Path:   Into the Blue --[directed_by]--> John Stockwell --[(INV) directed_by]--> Dark Tide --[directed_by]--> John Stockwell
Path (Raw):       Into the Blue --[directed_by]--> John Stockwell --[(INV) directed_by]--> Dark Tide --[directed_by]--> John Stockwell
Neg LogProb(↓):   0.253922
Path Entropy(↓):  0.686874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to the cameraman
Start Entity:     The Cameraman
Gold Answer:      [['edward sedgwick', 'national film registry', 'buster keaton']]
Predicted Ans:    buster keaton
Predicted Path:   The Cameraman --[has_tags]--> buster keaton --[(INV) has_tags]--> The Goat --[has_tags]--> buster keaton
Path (Raw):       The Cameraman --[has_tags]--> buster keaton --[(INV) has_tags]--> The Goat --[has_tags]--> buster keaton
Neg LogProb(↓):   0.773775
Path Entropy(↓):  1.324100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in boy meets girl
Start Entity:     Boy Meets Girl
Gold Answer:      [['Austin Parker', 'John Bright', 'Kubec Glasmon', 'Fredric Brown', 'John Wexley', 'Curt Siodmak', 'Warren Duff', 'Jack Schaefer', 'Rowland Brown', 'Jo Swerling', 'Aben Kandel', 'Ben Markson', 'Billy Wilder', 'Charles Lederer', 'Rosalind Keating Shaffer', 'Avi Korine', 'James Seymour', 'Manuel Seff', 'Nathaniel Curtis', 'William Saroyan', 'Ivan Goff', 'Frank Capra', 'Isobel Lennart', 'Norman Reilly Raine', 'Howard Hawks', 'Lucien Hubbard', 'Joseph Jackson', 'Leos Carax', 'Jerome Odlum', 'I.A.L. Diamond', 'Robert Rossen', 'Daniel Fuchs', 'Dore Schary', 'Joseph Schrank', 'Lewis E. Lawes', 'Edmund Joseph', 'Leslie Charteris', 'Mark Hellinger', 'Ferenc Molnár', 'Victor Schertzinger', 'Joshua Logan', 'Richard Macaulay', 'Arthur T. Horman', 'Roland Gillett', 'Harmony Korine', 'Kenneth Earl', 'Frank D. Gilroy', 'Robert Buckner', 'Thomas Heggen', 'Ben Hecht', 'Charles MacArthur', 'Earl Baldwin', 'Roméo Dallaire', 'Bartlett Cormack', 'Edwin H. Knopf', 'Jerry Wald', 'Julius J. Epstein', 'Philip G. Epstein', 'Martin Rackin', 'Ben Roberts', 'Virginia Kellogg']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   Boy Meets Girl --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[written_by]--> Bartlett Cormack
Path (Raw):       Boy Meets Girl --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   1.123011
Path Entropy(↓):  1.941667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by nicole grimaudo were released in which years
Start Entity:     Nicole Grimaudo
Gold Answer:      [['1990', '2010']]
Predicted Ans:    2010
Predicted Path:   Nicole Grimaudo --[(INV) starred_actors]--> Loose Cannons --[release_year]--> 2010
Path (Raw):       Nicole Grimaudo --[No Operation]--> Nicole Grimaudo --[(INV) starred_actors]--> Loose Cannons --[release_year]--> 2010
Neg LogProb(↓):   0.313725
Path Entropy(↓):  0.582542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by ruth prawer jhabvala
Start Entity:     Ruth Prawer Jhabvala
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Ruth Prawer Jhabvala --[(INV) written_by]--> Heat and Dust --[has_genre]--> Drama
Path (Raw):       Ruth Prawer Jhabvala --[No Operation]--> Ruth Prawer Jhabvala --[(INV) written_by]--> Heat and Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.553773
Path Entropy(↓):  1.213029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of three brave men
Start Entity:     Three Brave Men
Gold Answer:      [['Philip Dunne', 'Henry Koster', 'Otto Preminger', 'John M. Stahl', 'Delmer Daves', 'John Ford', 'Henry King', 'Michael Curtiz', 'Elia Kazan']]
Predicted Ans:    Philip Dunne
Predicted Path:   Three Brave Men --[written_by]--> Philip Dunne --[(INV) written_by]--> Three Brave Men --[directed_by]--> Philip Dunne
Path (Raw):       Three Brave Men --[written_by]--> Philip Dunne --[(INV) written_by]--> Three Brave Men --[directed_by]--> Philip Dunne
Neg LogProb(↓):   0.151625
Path Entropy(↓):  0.472432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of malice
Start Entity:     Malice
Gold Answer:      [['Birthday Girl', 'The Human Stain', 'Spaceballs', 'The Shadow', 'To Die For', 'The Serpent and the Rainbow', 'Batman Forever', 'The Paperboy', 'Miami Blues', 'The Interpreter', 'Bewitched', 'The Hours', 'Independence Day', "She's Having a Baby", "Heaven's Prisoners", 'Lake Placid', 'The Stepford Wives', 'Flirting', 'Cold Mountain', 'Lymelife', 'The Marrying Man', 'A Streetcar Named Desire', 'Billy Bathgate', 'The Peacemaker', 'Rise of the Guardians', 'Liebestraum', 'Beetlejuice', 'Zero Effect', 'Before I Go to Sleep', 'Sibling Rivalry', "My Best Friend's Girl", 'Rabbit Hole', 'Moulin Rouge!', 'The Portrait of a Lady', 'Practical Magic', 'While You Were Sleeping', 'The Confession', 'Elizabethtown', 'Ghosts of Mississippi', 'Trespass', 'Titan A.E.', 'Days of Thunder', 'Far and Away', 'Dogville', 'Birth', 'Just Go with It', 'The Golden Compass', 'Dead Calm', 'The Hunt for Red October', 'The Favor', 'The End of Violence', 'Dear Wendy', 'Mr. Wrong', 'Brokedown Palace', 'My Life', 'Grace of Monaco', 'Path to War', 'Fun with Dick and Jane', 'The Invasion', 'Sommersby', 'The Getaway', 'Brain Dead', 'Stoker', 'The Last Shot', 'The Last Seduction', 'Rick', 'Mercury Rising', 'The Edge', 'The Others', 'Nine', 'Lost Highway', 'The Juror', "It's Complicated", 'Prelude to a Kiss']]
Predicted Ans:    Birthday Girl
Predicted Path:   Malice --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl
Path (Raw):       Malice --[starred_actors]--> Nicole Kidman --[No Operation]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl
Neg LogProb(↓):   0.813112
Path Entropy(↓):  1.910431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does trond fausa star in
Start Entity:     Trond Fausa
Gold Answer:      [['The Bothersome Man']]
Predicted Ans:    The Bothersome Man
Predicted Path:   Trond Fausa --[(INV) starred_actors]--> The Bothersome Man --[starred_actors]--> Petronella Barker --[(INV) starred_actors]--> The Bothersome Man
Path (Raw):       Trond Fausa --[(INV) starred_actors]--> The Bothersome Man --[starred_actors]--> Petronella Barker --[(INV) starred_actors]--> The Bothersome Man
Neg LogProb(↓):   0.000261
Path Entropy(↓):  0.002413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed modesty blaise
Start Entity:     Modesty Blaise
Gold Answer:      [['Joseph Losey']]
Predicted Ans:    Joseph Losey
Predicted Path:   Modesty Blaise --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Stranger on the Prowl --[directed_by]--> Joseph Losey
Path (Raw):       Modesty Blaise --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Stranger on the Prowl --[directed_by]--> Joseph Losey
Neg LogProb(↓):   0.462094
Path Entropy(↓):  1.108928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did terence young direct
Start Entity:     Terence Young
Gold Answer:      [['Cold Sweat', 'From Russia with Love', 'Dr. No', 'Thunderball', 'Mayerling', 'The Valachi Papers', 'Wait Until Dark', 'Triple Cross', 'Black Tights']]
Predicted Ans:    Thunderball
Predicted Path:   Terence Young --[(INV) directed_by]--> The Valachi Papers --[directed_by]--> Terence Young --[(INV) directed_by]--> Thunderball
Path (Raw):       Terence Young --[(INV) directed_by]--> The Valachi Papers --[directed_by]--> Terence Young --[(INV) directed_by]--> Thunderball
Neg LogProb(↓):   2.276631
Path Entropy(↓):  3.511810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by gene autry released
Start Entity:     Gene Autry
Gold Answer:      [['1942', '1952', '1936', '1941', '1937']]
Predicted Ans:    1936
Predicted Path:   Gene Autry --[(INV) starred_actors]--> Oh, Susanna! --[release_year]--> 1936
Path (Raw):       Gene Autry --[No Operation]--> Gene Autry --[(INV) starred_actors]--> Oh, Susanna! --[release_year]--> 1936
Neg LogProb(↓):   0.795264
Path Entropy(↓):  1.078820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jerry zucker written films
Start Entity:     Jerry Zucker
Gold Answer:      [['1980', '1984', '1977']]
Predicted Ans:    1984
Predicted Path:   Jerry Zucker --[(INV) written_by]--> Top Secret! --[release_year]--> 1984
Path (Raw):       Jerry Zucker --[No Operation]--> Jerry Zucker --[(INV) written_by]--> Top Secret! --[release_year]--> 1984
Neg LogProb(↓):   0.514196
Path Entropy(↓):  0.951765
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by eric small release
Start Entity:     Eric Small
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Eric Small --[(INV) directed_by]--> The Dust Factory --[release_year]--> 2004
Path (Raw):       Eric Small --[No Operation]--> Eric Small --[(INV) directed_by]--> The Dust Factory --[release_year]--> 2004
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rosewood were released in which years
Start Entity:     Rosewood
Gold Answer:      [['1995', '2000', '1971', '2001', '2003', '2005', '1993', '1991', '2011']]
Predicted Ans:    1995
Predicted Path:   Rosewood --[directed_by]--> John Singleton --[(INV) directed_by]--> Higher Learning --[release_year]--> 1995
Path (Raw):       Rosewood --[directed_by]--> John Singleton --[(INV) directed_by]--> Higher Learning --[release_year]--> 1995
Neg LogProb(↓):   1.112184
Path Entropy(↓):  1.401206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote hostel
Start Entity:     Hostel
Gold Answer:      [['RZA', 'Nicolás López', 'Eli Roth']]
Predicted Ans:    Nicolás López
Predicted Path:   Hostel --[written_by]--> Eli Roth --[(INV) written_by]--> Aftershock --[directed_by]--> Nicolás López
Path (Raw):       Hostel --[written_by]--> Eli Roth --[(INV) written_by]--> Aftershock --[directed_by]--> Nicolás López
Neg LogProb(↓):   0.129758
Path Entropy(↓):  0.387687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the karate kid, part iii also wrote movies
Start Entity:     The Karate Kid, Part III
Gold Answer:      [['The Karate Kid', 'A Walk in the Clouds', 'Taken', 'Taken 3', 'Taps']]
Predicted Ans:    The Karate Kid, Part III
Predicted Path:   The Karate Kid, Part III --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> The Karate Kid, Part III
Path (Raw):       The Karate Kid, Part III --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> The Karate Kid, Part III --[No Operation]--> The Karate Kid, Part III
Neg LogProb(↓):   0.366062
Path Entropy(↓):  0.828612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same actor of into the wild
Start Entity:     Into the Wild
Gold Answer:      [['Gaudi Afternoon', 'The Accidental Tourist', 'Gorky Park', 'Flubber', 'Broadcast News', 'Kiss of the Spider Woman', 'Lost in Space', 'The Dangerous Lives of Altar Boys', 'The Countess', 'The Yellow Handkerchief', 'Eyewitness', 'The Doctor', 'Lone Survivor', 'Body Heat', 'The Mist', 'Prince Avalanche', 'Fire in the Blood', 'Pollock', 'Noise', 'One True Thing', 'The Motel Life', 'Speed Racer', 'Children of a Lesser God', 'Mr. Brooks', 'Bad News Bears', 'Hellgate', 'Beautiful Ohio', 'Endgame', 'The River Why', 'Late Bloomers', 'A History of Violence', 'American Gun', 'Michael', 'The Girl Next Door', 'Altered States', "Miller's Crossing", 'Alice', 'Alpha Dog', 'The Invisible', 'The Big Chill', 'Desperate Measures', 'Dark City', 'Do Not Disturb', 'The Darkest Hour', 'The Incredible Hulk', 'The Spitfire Grill', 'The 4th Floor', 'Killer Joe']]
Predicted Ans:    Do Not Disturb
Predicted Path:   Into the Wild --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb
Path (Raw):       Into the Wild --[starred_actors]--> William Hurt --[No Operation]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb
Neg LogProb(↓):   0.259478
Path Entropy(↓):  0.928397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of judas kiss
Start Entity:     Judas Kiss
Gold Answer:      [['J.T. Tepnapa']]
Predicted Ans:    Sebastian Gutierrez
Predicted Path:   Judas Kiss --[directed_by]--> Sebastian Gutierrez --[(INV) directed_by]--> Elektra Luxx --[directed_by]--> Sebastian Gutierrez
Path (Raw):       Judas Kiss --[directed_by]--> Sebastian Gutierrez --[(INV) directed_by]--> Elektra Luxx --[directed_by]--> Sebastian Gutierrez
Neg LogProb(↓):   0.492445
Path Entropy(↓):  1.005536
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of storyville
Start Entity:     Storyville
Gold Answer:      [['The Greatest Game Ever Played']]
Predicted Ans:    Storyville
Predicted Path:   Storyville --[written_by]--> Mark Frost --[(INV) written_by]--> Storyville
Path (Raw):       Storyville --[No Operation]--> Storyville --[written_by]--> Mark Frost --[(INV) written_by]--> Storyville
Neg LogProb(↓):   0.133511
Path Entropy(↓):  0.381296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the film taken 2 released
Start Entity:     Taken 2
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Taken 2 --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Taken 2 --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.050543
Path Entropy(↓):  4.279241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did vina delmar write the story for
Start Entity:     Viña Delmar
Gold Answer:      [['The Awful Truth', 'Bad Girl', 'Make Way for Tomorrow']]
Predicted Ans:    Make Way for Tomorrow
Predicted Path:   Viña Delmar --[(INV) written_by]--> Make Way for Tomorrow --[written_by]--> Josephine Lawrence --[(INV) written_by]--> Make Way for Tomorrow
Path (Raw):       Viña Delmar --[(INV) written_by]--> Make Way for Tomorrow --[written_by]--> Josephine Lawrence --[(INV) written_by]--> Make Way for Tomorrow
Neg LogProb(↓):   0.615189
Path Entropy(↓):  0.767716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by howard keel in
Start Entity:     Howard Keel
Gold Answer:      [['Music', 'Documentary', 'Western', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller']]
Predicted Ans:    Music
Predicted Path:   Howard Keel --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Path (Raw):       Howard Keel --[No Operation]--> Howard Keel --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Neg LogProb(↓):   0.861255
Path Entropy(↓):  1.113818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films together with morgan o'neill
Start Entity:     Morgan O'Neill
Gold Answer:      [['Ben Nott']]
Predicted Ans:    Morgan O'Neill
Predicted Path:   Morgan O'Neill --[(INV) directed_by]--> The Factory --[directed_by]--> Morgan O'Neill
Path (Raw):       Morgan O'Neill --[No Operation]--> Morgan O'Neill --[(INV) directed_by]--> The Factory --[directed_by]--> Morgan O'Neill
Neg LogProb(↓):   0.085240
Path Entropy(↓):  0.282921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film the miracle woman
Start Entity:     The Miracle Woman
Gold Answer:      [['Robert Wise', 'Fritz Lang', 'Cecil B. DeMille', 'Howard Bretherton', 'Leigh Jason', 'Rudolph Maté', 'Fletcher Markle', 'William A. Wellman', 'Mervyn LeRoy', 'Gerd Oswald', 'Preston Sturges', 'Karl Freund', 'Lewis Milestone', 'Billy Wilder', 'King Vidor', 'Alfred E. Green', 'George Marshall', 'Anthony Mann', 'Terence Fisher', 'Frank Capra', 'Anatole Litvak', 'Stephen Sommers', 'Douglas Sirk', 'Allan Dwan', 'Wesley Ruggles', 'Mitchell Leisen', 'Samuel Fuller', 'Alfred Santell', 'John Sturges', 'William Keighley', 'Peter Godfrey', 'Robert Siodmak', 'John Farrow', 'Edwin L. Marin', 'George Stevens', 'William Castle', 'Sidney Lanfield', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Miracle Woman --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Path (Raw):       The Miracle Woman --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.115544
Path Entropy(↓):  1.958276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did ayu kitaura star in
Start Entity:     Ayu Kitaura
Gold Answer:      [['Nobody Knows']]
Predicted Ans:    Nobody Knows
Predicted Path:   Ayu Kitaura --[(INV) starred_actors]--> Nobody Knows --[starred_actors]--> Ayu Kitaura --[(INV) starred_actors]--> Nobody Knows
Path (Raw):       Ayu Kitaura --[(INV) starred_actors]--> Nobody Knows --[starred_actors]--> Ayu Kitaura --[(INV) starred_actors]--> Nobody Knows
Neg LogProb(↓):   0.033786
Path Entropy(↓):  0.145767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed cherry blossoms
Start Entity:     Cherry Blossoms
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Cherry Blossoms --[directed_by]--> Doris Dörrie --[(INV) directed_by]--> Cherry Blossoms --[in_language]--> German
Path (Raw):       Cherry Blossoms --[directed_by]--> Doris Dörrie --[(INV) directed_by]--> Cherry Blossoms --[in_language]--> German
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about john mills
Start Entity:     john mills
Gold Answer:      [['Ice Cold in Alex']]
Predicted Ans:    Paranormal Activity 4
Predicted Path:   john mills --[(INV) has_tags]--> Ice Cold in Alex --[written_by]--> Christopher Landon --[(INV) written_by]--> Paranormal Activity 4
Path (Raw):       john mills --[(INV) has_tags]--> Ice Cold in Alex --[written_by]--> Christopher Landon --[(INV) written_by]--> Paranormal Activity 4
Neg LogProb(↓):   0.694988
Path Entropy(↓):  0.904492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the last king of scotland were in which languages
Start Entity:     The Last King of Scotland
Gold Answer:      [['English', 'Georgian', 'German']]
Predicted Ans:    German
Predicted Path:   The Last King of Scotland --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Path (Raw):       The Last King of Scotland --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Neg LogProb(↓):   0.117030
Path Entropy(↓):  0.371589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of julie johnson
Start Entity:     Julie Johnson
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Julie Johnson --[release_year]--> 2001 --[(INV) release_year]--> The Sleepy Time Gal --[release_year]--> 2001
Path (Raw):       Julie Johnson --[release_year]--> 2001 --[(INV) release_year]--> The Sleepy Time Gal --[release_year]--> 2001
Neg LogProb(↓):   2.832255
Path Entropy(↓):  4.400485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film unconquered
Start Entity:     Unconquered
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Unconquered --[release_year]--> 1947 --[(INV) release_year]--> Nightmare Alley --[release_year]--> 1947
Path (Raw):       Unconquered --[release_year]--> 1947 --[(INV) release_year]--> Nightmare Alley --[release_year]--> 1947
Neg LogProb(↓):   2.759273
Path Entropy(↓):  3.797329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film moliere
Start Entity:     Molière
Gold Answer:      [['Ariane Mnouchkine']]
Predicted Ans:    Grégoire Vigneron
Predicted Path:   Molière --[written_by]--> Grégoire Vigneron --[(INV) written_by]--> Molière --[written_by]--> Grégoire Vigneron
Path (Raw):       Molière --[written_by]--> Grégoire Vigneron --[(INV) written_by]--> Molière --[written_by]--> Grégoire Vigneron
Neg LogProb(↓):   0.195073
Path Entropy(↓):  0.620652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is murmur of the heart in
Start Entity:     Murmur of the Heart
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Murmur of the Heart --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Murmur of the Heart --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.798546
Path Entropy(↓):  3.082974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed uncovered
Start Entity:     Uncovered
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Uncovered --[directed_by]--> Jim McBride --[(INV) directed_by]--> Breathless --[in_language]--> English
Path (Raw):       Uncovered --[directed_by]--> Jim McBride --[(INV) directed_by]--> Breathless --[in_language]--> English
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by andrea gyertson nasfell
Start Entity:     Andrea Gyertson Nasfell
Gold Answer:      [['Sarah Drew', 'Sean Astin', 'Patricia Heaton', 'Trace Adkins']]
Predicted Ans:    Sean Astin
Predicted Path:   Andrea Gyertson Nasfell --[(INV) written_by]--> Moms' Night Out --[starred_actors]--> Sean Astin
Path (Raw):       Andrea Gyertson Nasfell --[No Operation]--> Andrea Gyertson Nasfell --[(INV) written_by]--> Moms' Night Out --[starred_actors]--> Sean Astin
Neg LogProb(↓):   0.063660
Path Entropy(↓):  0.269258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by lonne elder iii
Start Entity:     Lonne Elder III
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lonne Elder III --[(INV) written_by]--> Sounder --[has_genre]--> Drama
Path (Raw):       Lonne Elder III --[No Operation]--> Lonne Elder III --[(INV) written_by]--> Sounder --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by jean ferry starred which actors
Start Entity:     Jean Ferry
Gold Answer:      [['Suzy Delair', 'Louis Jouvet', 'Bernard Blier', 'Simone Renant']]
Predicted Ans:    Bernard Blier
Predicted Path:   Jean Ferry --[(INV) written_by]--> Quai des Orfèvres --[starred_actors]--> Bernard Blier
Path (Raw):       Jean Ferry --[No Operation]--> Jean Ferry --[(INV) written_by]--> Quai des Orfèvres --[starred_actors]--> Bernard Blier
Neg LogProb(↓):   0.289734
Path Entropy(↓):  0.591797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed annie get your gun
Start Entity:     Annie Get Your Gun
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Annie Get Your Gun --[directed_by]--> George Sidney --[(INV) directed_by]--> Cass Timberlane --[has_genre]--> Drama
Path (Raw):       Annie Get Your Gun --[directed_by]--> George Sidney --[(INV) directed_by]--> Cass Timberlane --[has_genre]--> Drama
Neg LogProb(↓):   1.052488
Path Entropy(↓):  1.640849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by seth macfarlane were written by who
Start Entity:     Seth MacFarlane
Gold Answer:      [['Alec Sulkin', 'Wellesley Wild']]
Predicted Ans:    Wellesley Wild
Predicted Path:   Seth MacFarlane --[(INV) written_by]--> Ted --[written_by]--> Wellesley Wild
Path (Raw):       Seth MacFarlane --[No Operation]--> Seth MacFarlane --[(INV) written_by]--> Ted --[written_by]--> Wellesley Wild
Neg LogProb(↓):   0.862387
Path Entropy(↓):  1.330837
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film tanner hall
Start Entity:     Tanner Hall
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tanner Hall --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Tanner Hall --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.560803
Path Entropy(↓):  4.681765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of billu
Start Entity:     Billu
Gold Answer:      [['Don 2', 'The Lunchbox', 'Life of Pi', 'Paan Singh Tomar', 'West Is West', 'East Is East', 'D-Day', 'The Mystic Masseur', 'New York', 'Gunday', 'The Hundred-Foot Journey', 'The Warrior', 'City of Joy']]
Predicted Ans:    The Lunchbox
Predicted Path:   Billu --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> The Lunchbox
Path (Raw):       Billu --[starred_actors]--> Irrfan Khan --[No Operation]--> Irrfan Khan --[(INV) starred_actors]--> The Lunchbox
Neg LogProb(↓):   0.651031
Path Entropy(↓):  1.253506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of hail the conquering hero
Start Entity:     Hail the Conquering Hero
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Hail the Conquering Hero --[release_year]--> 1944 --[(INV) release_year]--> Charlie Chan in the Secret Service --[release_year]--> 1944
Path (Raw):       Hail the Conquering Hero --[release_year]--> 1944 --[(INV) release_year]--> Charlie Chan in the Secret Service --[release_year]--> 1944
Neg LogProb(↓):   0.842159
Path Entropy(↓):  1.994805
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie the inner circle
Start Entity:     The Inner Circle
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Inner Circle --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Inner Circle --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.587359
Path Entropy(↓):  4.677731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of smokey and the bandit ii starred who
Start Entity:     Smokey and the Bandit II
Gold Answer:      [['Burt Reynolds', 'Jerry Reed', 'Mike Henry', 'Sally Field', 'Dom DeLuise', 'Arnold Schwarzenegger', 'Farrah Fawcett', 'Michael Beck', 'Paul Lynde', 'Barry Bostwick', 'Brian Keith', 'Persis Khambatta', 'Edward Mulhare', 'Roger Moore', 'Kirk Douglas']]
Predicted Ans:    Burt Reynolds
Predicted Path:   Smokey and the Bandit II --[directed_by]--> Hal Needham --[(INV) directed_by]--> Smokey and the Bandit II --[starred_actors]--> Burt Reynolds
Path (Raw):       Smokey and the Bandit II --[directed_by]--> Hal Needham --[(INV) directed_by]--> Smokey and the Bandit II --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   0.470184
Path Entropy(↓):  1.332533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by john cameron mitchell
Start Entity:     John Cameron Mitchell
Gold Answer:      [['Stephen Trask']]
Predicted Ans:    John Cameron Mitchell
Predicted Path:   John Cameron Mitchell --[(INV) directed_by]--> Rabbit Hole --[directed_by]--> John Cameron Mitchell
Path (Raw):       John Cameron Mitchell --[No Operation]--> John Cameron Mitchell --[(INV) directed_by]--> Rabbit Hole --[directed_by]--> John Cameron Mitchell
Neg LogProb(↓):   0.218555
Path Entropy(↓):  0.549475
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted together with henry thomas
Start Entity:     Henry Thomas
Gold Answer:      [['Michael Parks', 'Stephen Lang', 'Dee Wallace', 'Peter Coyote', 'Robin Tunney', 'Teri Hatcher', 'Jesse James', "David O'Hara", 'Bill Duke', 'Robert MacNaughton']]
Predicted Ans:    Henry Thomas
Predicted Path:   Henry Thomas --[(INV) starred_actors]--> Fever --[starred_actors]--> Henry Thomas
Path (Raw):       Henry Thomas --[No Operation]--> Henry Thomas --[(INV) starred_actors]--> Fever --[starred_actors]--> Henry Thomas
Neg LogProb(↓):   0.185873
Path Entropy(↓):  0.460212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of the west point story
Start Entity:     The West Point Story
Gold Answer:      [['Broadway Rhythm', 'Three Sailors and a Girl', 'The Alligator People', 'On Moonlight Bay', 'It Happened on Fifth Avenue', 'Starlift', 'Taxi!', 'The Maltese Falcon', 'Ziegfeld Follies', 'Blonde Crazy', 'Broadway Melody of 1938', 'Lady Killer', 'Phantom of the Rue Morgue', 'The Chocolate Soldier', 'Barbary Coast Gent', 'Broadway Melody of 1936', 'Always Leave Them Laughing', 'Kid Millions', 'Born to Dance']]
Predicted Ans:    The Maltese Falcon
Predicted Path:   The West Point Story --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon
Path (Raw):       The West Point Story --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[No Operation]--> The Maltese Falcon
Neg LogProb(↓):   0.174012
Path Entropy(↓):  0.619668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film stretch were released in which years
Start Entity:     Stretch
Gold Answer:      [['2009', '2008', '2005', '2010', '2004', '2006', '2014', '2012', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Stretch --[starred_actors]--> Ed Helms --[(INV) starred_actors]--> The Hangover Part III --[release_year]--> 2013
Path (Raw):       Stretch --[starred_actors]--> Ed Helms --[(INV) starred_actors]--> The Hangover Part III --[release_year]--> 2013
Neg LogProb(↓):   0.570761
Path Entropy(↓):  1.128576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie die another day in
Start Entity:     Die Another Day
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   Die Another Day --[in_language]--> Korean --[(INV) in_language]--> Never Forever --[in_language]--> Korean
Path (Raw):       Die Another Day --[in_language]--> Korean --[(INV) in_language]--> Never Forever --[in_language]--> Korean
Neg LogProb(↓):   0.580603
Path Entropy(↓):  1.376255
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did thomas c. ryan write
Start Entity:     Thomas C. Ryan
Gold Answer:      [['Hurry Sundown']]
Predicted Ans:    Hurry Sundown
Predicted Path:   Thomas C. Ryan --[(INV) written_by]--> Hurry Sundown --[written_by]--> Bert Gilden --[(INV) written_by]--> Hurry Sundown
Path (Raw):       Thomas C. Ryan --[(INV) written_by]--> Hurry Sundown --[written_by]--> Bert Gilden --[(INV) written_by]--> Hurry Sundown
Neg LogProb(↓):   0.255681
Path Entropy(↓):  0.544588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the mysterious island
Start Entity:     The Mysterious Island
Gold Answer:      [['German']]
Predicted Ans:    Joan Crawford
Predicted Path:   The Mysterious Island --[written_by]--> Lucien Hubbard --[(INV) written_by]--> Paid --[starred_actors]--> Joan Crawford
Path (Raw):       The Mysterious Island --[written_by]--> Lucien Hubbard --[(INV) written_by]--> Paid --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   1.108661
Path Entropy(↓):  1.713486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of betsy's wedding also directed which films
Start Entity:     Betsy's Wedding
Gold Answer:      [['The Four Seasons', 'Sweet Liberty']]
Predicted Ans:    Betsy's Wedding
Predicted Path:   Betsy's Wedding --[directed_by]--> Alan Alda --[(INV) directed_by]--> Betsy's Wedding
Path (Raw):       Betsy's Wedding --[directed_by]--> Alan Alda --[(INV) directed_by]--> Betsy's Wedding --[No Operation]--> Betsy's Wedding
Neg LogProb(↓):   0.386896
Path Entropy(↓):  0.850074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film the handmaid's tale were in which languages
Start Entity:     The Handmaid's Tale
Gold Answer:      [['English', 'Cornish', 'Irish', 'German']]
Predicted Ans:    English
Predicted Path:   The Handmaid's Tale --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Unknown --[in_language]--> English
Path (Raw):       The Handmaid's Tale --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Unknown --[in_language]--> English
Neg LogProb(↓):   0.649251
Path Entropy(↓):  1.122436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by ry cooder
Start Entity:     Ry Cooder
Gold Answer:      [['Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   Ry Cooder --[(INV) starred_actors]--> Buena Vista Social Club --[written_by]--> Wim Wenders
Path (Raw):       Ry Cooder --[No Operation]--> Ry Cooder --[(INV) starred_actors]--> Buena Vista Social Club --[written_by]--> Wim Wenders
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did ronny graham write the story for
Start Entity:     Ronny Graham
Gold Answer:      [['To Be or Not to Be']]
Predicted Ans:    To Be or Not to Be
Predicted Path:   Ronny Graham --[(INV) written_by]--> To Be or Not to Be --[written_by]--> Ronny Graham --[(INV) written_by]--> To Be or Not to Be
Path (Raw):       Ronny Graham --[(INV) written_by]--> To Be or Not to Be --[written_by]--> Ronny Graham --[(INV) written_by]--> To Be or Not to Be
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the last house on the left
Start Entity:     The Last House on the Left
Gold Answer:      [['1988', '2001', '1989', '2010', '1991', '1982', '2006', '1981', '2012', '1984', '1977']]
Predicted Ans:    2006
Predicted Path:   The Last House on the Left --[written_by]--> Wes Craven --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       The Last House on the Left --[written_by]--> Wes Craven --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   1.090007
Path Entropy(↓):  1.861227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of abbas kiarostami
Start Entity:     Abbas Kiarostami
Gold Answer:      [['Ken Loach', 'Ermanno Olmi', 'Michael Oblowitz']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Abbas Kiarostami --[(INV) directed_by]--> Life, and Nothing More... --[directed_by]--> Abbas Kiarostami
Path (Raw):       Abbas Kiarostami --[No Operation]--> Abbas Kiarostami --[(INV) directed_by]--> Life, and Nothing More... --[directed_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.407115
Path Entropy(↓):  0.836549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies can be described by office
Start Entity:     office
Gold Answer:      [['Office Space']]
Predicted Ans:    Office Space
Predicted Path:   office --[(INV) has_tags]--> Office Space --[has_tags]--> 90s --[(INV) has_tags]--> Office Space
Path (Raw):       office --[(INV) has_tags]--> Office Space --[has_tags]--> 90s --[(INV) has_tags]--> Office Space
Neg LogProb(↓):   0.000261
Path Entropy(↓):  0.002731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with sara rue
Start Entity:     Sara Rue
Gold Answer:      [['Barry Watson', 'Carly Pope', 'Brian Austin Green']]
Predicted Ans:    Barry Watson
Predicted Path:   Sara Rue --[(INV) starred_actors]--> My Future Boyfriend --[starred_actors]--> Barry Watson
Path (Raw):       Sara Rue --[No Operation]--> Sara Rue --[(INV) starred_actors]--> My Future Boyfriend --[starred_actors]--> Barry Watson
Neg LogProb(↓):   0.000540
Path Entropy(↓):  0.004623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by george murphy
Start Entity:     George Murphy
Gold Answer:      [['Roy Del Ruth', 'Busby Berkeley', 'Norman Taurog', 'Anthony Mann', 'Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   George Murphy --[(INV) starred_actors]--> This Is the Army --[directed_by]--> Michael Curtiz
Path (Raw):       George Murphy --[No Operation]--> George Murphy --[(INV) starred_actors]--> This Is the Army --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.191909
Path Entropy(↓):  0.505883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did alex karzis star in
Start Entity:     Alex Karzis
Gold Answer:      [['Detention']]
Predicted Ans:    Detention
Predicted Path:   Alex Karzis --[(INV) starred_actors]--> Detention --[starred_actors]--> Shanley Caswell --[(INV) starred_actors]--> Detention
Path (Raw):       Alex Karzis --[(INV) starred_actors]--> Detention --[starred_actors]--> Shanley Caswell --[(INV) starred_actors]--> Detention
Neg LogProb(↓):   0.004696
Path Entropy(↓):  0.030225
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with saboteur in
Start Entity:     Saboteur
Gold Answer:      [['French', 'English', 'Russian', 'German']]
Predicted Ans:    German
Predicted Path:   Saboteur --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[in_language]--> German
Path (Raw):       Saboteur --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[in_language]--> German
Neg LogProb(↓):   1.381964
Path Entropy(↓):  1.513030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by stephen'sugar'segerman release
Start Entity:     Stephen 'Sugar' Segerman
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Stephen 'Sugar' Segerman --[(INV) written_by]--> Searching for Sugar Man --[release_year]--> 2012
Path (Raw):       Stephen 'Sugar' Segerman --[No Operation]--> Stephen 'Sugar' Segerman --[(INV) written_by]--> Searching for Sugar Man --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did philip bretherton act in
Start Entity:     Philip Bretherton
Gold Answer:      [['Dark Floors']]
Predicted Ans:    Dark Floors
Predicted Path:   Philip Bretherton --[(INV) starred_actors]--> Dark Floors --[starred_actors]--> Leon Herbert --[(INV) starred_actors]--> Dark Floors
Path (Raw):       Philip Bretherton --[(INV) starred_actors]--> Dark Floors --[starred_actors]--> Leon Herbert --[(INV) starred_actors]--> Dark Floors
Neg LogProb(↓):   0.008593
Path Entropy(↓):  0.049275
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie sphinx
Start Entity:     Sphinx
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Sphinx --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Sphinx --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.297660
Path Entropy(↓):  2.078954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by mark obmascik were directed by who
Start Entity:     Mark Obmascik
Gold Answer:      [['David Frankel']]
Predicted Ans:    David Frankel
Predicted Path:   Mark Obmascik --[(INV) written_by]--> The Big Year --[directed_by]--> David Frankel
Path (Raw):       Mark Obmascik --[No Operation]--> Mark Obmascik --[(INV) written_by]--> The Big Year --[directed_by]--> David Frankel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of peter s. beagle
Start Entity:     Peter S. Beagle
Gold Answer:      [['J.R.R. Tolkien', 'Chris Conkling']]
Predicted Ans:    Peter S. Beagle
Predicted Path:   Peter S. Beagle --[(INV) written_by]--> The Lord of the Rings --[written_by]--> Peter S. Beagle
Path (Raw):       Peter S. Beagle --[No Operation]--> Peter S. Beagle --[(INV) written_by]--> The Lord of the Rings --[written_by]--> Peter S. Beagle
Neg LogProb(↓):   0.314151
Path Entropy(↓):  0.770408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same actor of not as a stranger
Start Entity:     Not as a Stranger
Gold Answer:      [['The First Deadly Sin', 'My Cousin Rachel', 'Macao', "Maria's Lovers", 'That Championship Season', 'The Lusty Men', 'Pursued', 'The Racket', 'Tony Rome', 'Villa Rides', 'Higher and Higher', 'Where Danger Lives', 'The Snake Pit', "Princess O'Rourke", 'The Dark Mirror', 'Blood on the Moon', 'Anchors Aweigh', 'El Dorado', 'The Hunters', 'What a Way to Go!', 'Oklahoma!', 'Cannonball Run II', 'The Detective', 'The Sundowners', 'Some Came Running', 'On the Town', 'River of No Return', 'The Last Tycoon', 'Robin and the 7 Hoods', 'My Forbidden Past', "It's Love I'm After", 'A Hole in the Head', 'The Heiress', 'Lady in Cement', 'Secret Ceremony', 'In This Our Life', 'The Tender Trap', 'The Manchurian Candidate', 'The Big Heat', "Ocean's 11", 'Lady in a Cage', 'Cape Fear', 'The Joker Is Wild', 'They Died with Their Boots On', 'Out of the Past', 'The Night of the Hunter', 'Fire Down Below', '4 for Texas', 'The Big Steal', 'Holiday Affair', 'Man with the Gun', 'The Adventures of Robin Hood', 'Hold Back the Dawn', 'Undercurrent', 'High Society', 'The Charge of the Light Brigade', 'Can-Can', "A Woman's Secret", "Ryan's Daughter", "The Devil at 4 O'Clock", 'Anthony Adverse', 'Take Me Out to the Ball Game', 'The Strawberry Blonde', 'Double Dynamite', 'Guys and Dolls', 'The Man Who Never Was', 'The Cobweb', 'The Private Lives of Elizabeth and Essex', 'Angel Face', 'To Each His Own', 'Young at Heart', 'The Friends of Eddie Coyle', 'Dirty Dingus Magee', 'The Last Time I Saw Archie', 'Come Blow Your Horn', "Von Ryan's Express", 'The Big Sleep', '5 Card Stud', 'Libel', 'The Grass Is Greener', 'Home from the Hill', 'Pal Joey', 'Captain Blood', 'Dodge City', 'Foreign Intrigue', 'Assault on a Queen', 'Santa Fe Trail', 'Anzio', 'The Wrath of God', 'Track of the Cat', 'The Good Guys and the Bad Guys', 'The Pride and the Passion', 'Two for the Seesaw', 'In a Lonely Place', 'His Kind of Woman', 'Suddenly', 'Crossfire', 'The Man with the Golden Arm', 'The Enemy Below', 'Farewell, My Lovely']]
Predicted Ans:    Anzio
Predicted Path:   Not as a Stranger --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio
Path (Raw):       Not as a Stranger --[starred_actors]--> Robert Mitchum --[No Operation]--> Robert Mitchum --[(INV) starred_actors]--> Anzio
Neg LogProb(↓):   1.024601
Path Entropy(↓):  2.447041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by pete travis
Start Entity:     Pete Travis
Gold Answer:      [['Javier Bardem', 'Sean Penn']]
Predicted Ans:    Sean Penn
Predicted Path:   Pete Travis --[(INV) written_by]--> The Gunman --[starred_actors]--> Sean Penn
Path (Raw):       Pete Travis --[No Operation]--> Pete Travis --[(INV) written_by]--> The Gunman --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.019243
Path Entropy(↓):  0.094355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of boy meets girl
Start Entity:     Boy Meets Girl
Gold Answer:      [['Denis Lavant']]
Predicted Ans:    Pat O'Brien
Predicted Path:   Boy Meets Girl --[written_by]--> Leos Carax --[(INV) written_by]--> Boy Meets Girl --[starred_actors]--> Pat O'Brien
Path (Raw):       Boy Meets Girl --[written_by]--> Leos Carax --[(INV) written_by]--> Boy Meets Girl --[starred_actors]--> Pat O'Brien
Neg LogProb(↓):   0.082331
Path Entropy(↓):  0.297290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by tina gordon chism
Start Entity:     Tina Gordon Chism
Gold Answer:      [['Charles Stone III']]
Predicted Ans:    Charles Stone III
Predicted Path:   Tina Gordon Chism --[(INV) written_by]--> Drumline --[directed_by]--> Charles Stone III
Path (Raw):       Tina Gordon Chism --[No Operation]--> Tina Gordon Chism --[(INV) written_by]--> Drumline --[directed_by]--> Charles Stone III
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film bells of capistrano
Start Entity:     Bells of Capistrano
Gold Answer:      [['Lawrence Kimble']]
Predicted Ans:    Lawrence Kimble
Predicted Path:   Bells of Capistrano --[written_by]--> Lawrence Kimble --[(INV) written_by]--> Bells of Capistrano --[written_by]--> Lawrence Kimble
Path (Raw):       Bells of Capistrano --[written_by]--> Lawrence Kimble --[(INV) written_by]--> Bells of Capistrano --[written_by]--> Lawrence Kimble
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the we and the i in
Start Entity:     The We and the I
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   The We and the I --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[in_language]--> French
Path (Raw):       The We and the I --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[in_language]--> French
Neg LogProb(↓):   0.494918
Path Entropy(↓):  0.681867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the old fashioned way released
Start Entity:     The Old Fashioned Way
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   The Old Fashioned Way --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Path (Raw):       The Old Fashioned Way --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Neg LogProb(↓):   1.254516
Path Entropy(↓):  2.117961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by gottfried reinhardt
Start Entity:     Gottfried Reinhardt
Gold Answer:      [['George Froeschel', 'Manfred Gregor', 'Jan Lustig', 'John Collier', 'Joe Eszterhas', 'Ronald Millar']]
Predicted Ans:    George Froeschel
Predicted Path:   Gottfried Reinhardt --[(INV) directed_by]--> Betrayed --[written_by]--> George Froeschel
Path (Raw):       Gottfried Reinhardt --[No Operation]--> Gottfried Reinhardt --[(INV) directed_by]--> Betrayed --[written_by]--> George Froeschel
Neg LogProb(↓):   0.058784
Path Entropy(↓):  0.274995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the shadow are directed by who
Start Entity:     The Shadow
Gold Answer:      [['Art Linson', 'Roger Donaldson', 'Peter Hyams', 'Jerry Rees', 'George Armitage', 'Ivan Reitman', 'Dean Parisot', 'Ted Kotcheff', 'John Erman', 'Richard C. Sarafian', 'Derick Martini', 'Peter Ramsey', 'William Friedkin', 'Jon Turteltaub', 'Phil Joanou', 'Allan Moyle', 'John Frankenheimer', 'Harold Becker', 'Lee Tamahori', 'Nancy Meyers', 'Wim Wenders', 'Michael Cimino', 'Bernardo Bertolucci', 'Jeff Nathanson', 'David Cronenberg', 'Howard Deutch', 'Elia Kazan', 'Howard Zieff', 'Paul Schrader', 'Cameron Crowe', 'Brian Gibson', 'Glenn Jordan', 'Peter Yates', 'Fred Schepisi', 'James Gunn', 'Tim Burton', 'John McTiernan', 'Norman Jewison', 'David Hugh Jones', 'Mel Brooks', 'Sam Peckinpah', 'John Hughes', 'Norman René', 'Brian De Palma', 'Rob Reiner', 'Michael Ritchie']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Shadow --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Path (Raw):       The Shadow --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.283588
Path Entropy(↓):  0.977649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the bride comes home
Start Entity:     The Bride Comes Home
Gold Answer:      [['Mitchell Leisen', 'Max Ophüls', 'Michael Curtiz', 'Wesley Ruggles']]
Predicted Ans:    Wesley Ruggles
Predicted Path:   The Bride Comes Home --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[directed_by]--> Wesley Ruggles
Path (Raw):       The Bride Comes Home --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[directed_by]--> Wesley Ruggles
Neg LogProb(↓):   0.623310
Path Entropy(↓):  0.814940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by jeremy iacone
Start Entity:     Jeremy Iacone
Gold Answer:      [['Bruno Barreto']]
Predicted Ans:    Bruno Barreto
Predicted Path:   Jeremy Iacone --[(INV) written_by]--> One Tough Cop --[directed_by]--> Bruno Barreto
Path (Raw):       Jeremy Iacone --[No Operation]--> Jeremy Iacone --[(INV) written_by]--> One Tough Cop --[directed_by]--> Bruno Barreto
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by meena were directed by who
Start Entity:     Meena
Gold Answer:      [['Jeethu Joseph']]
Predicted Ans:    Jeethu Joseph
Predicted Path:   Meena --[(INV) starred_actors]--> Drishyam --[directed_by]--> Jeethu Joseph
Path (Raw):       Meena --[No Operation]--> Meena --[(INV) starred_actors]--> Drishyam --[directed_by]--> Jeethu Joseph
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in ace of hearts also appears in which movies
Start Entity:     Ace of Hearts
Gold Answer:      [['Abandoned', 'Driven to Kill', 'Best Men', 'Futuresport', "God's Not Dead"]]
Predicted Ans:    Ace of Hearts
Predicted Path:   Ace of Hearts --[starred_actors]--> Mike Dopud --[(INV) starred_actors]--> Ace of Hearts
Path (Raw):       Ace of Hearts --[starred_actors]--> Mike Dopud --[No Operation]--> Mike Dopud --[(INV) starred_actors]--> Ace of Hearts
Neg LogProb(↓):   0.036821
Path Entropy(↓):  0.164979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films written by elizabeth taylor
Start Entity:     Elizabeth Taylor
Gold Answer:      [['2005', '1982', '1937', '1984', '2007']]
Predicted Ans:    1982
Predicted Path:   Elizabeth Taylor --[(INV) written_by]--> Angel --[release_year]--> 1982
Path (Raw):       Elizabeth Taylor --[No Operation]--> Elizabeth Taylor --[(INV) written_by]--> Angel --[release_year]--> 1982
Neg LogProb(↓):   1.287998
Path Entropy(↓):  1.471750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film project a
Start Entity:     Project A
Gold Answer:      [['Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   Project A --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[written_by]--> Jackie Chan
Path (Raw):       Project A --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[written_by]--> Jackie Chan
Neg LogProb(↓):   0.782527
Path Entropy(↓):  1.578869
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with blue sunshine fall under
Start Entity:     Blue Sunshine
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Blue Sunshine --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Just Before Dawn --[has_genre]--> Horror
Path (Raw):       Blue Sunshine --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Just Before Dawn --[has_genre]--> Horror
Neg LogProb(↓):   0.414652
Path Entropy(↓):  0.850702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie aaja nachle
Start Entity:     Aaja Nachle
Gold Answer:      [['Madhuri Dixit']]
Predicted Ans:    Madhuri Dixit
Predicted Path:   Aaja Nachle --[starred_actors]--> Madhuri Dixit --[(INV) starred_actors]--> Devdas --[starred_actors]--> Madhuri Dixit
Path (Raw):       Aaja Nachle --[starred_actors]--> Madhuri Dixit --[(INV) starred_actors]--> Devdas --[starred_actors]--> Madhuri Dixit
Neg LogProb(↓):   0.000286
Path Entropy(↓):  0.002728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by cady mcclain
Start Entity:     Cady McClain
Gold Answer:      [['Christopher Denham']]
Predicted Ans:    Christopher Denham
Predicted Path:   Cady McClain --[(INV) starred_actors]--> Home Movie --[written_by]--> Christopher Denham
Path (Raw):       Cady McClain --[No Operation]--> Cady McClain --[(INV) starred_actors]--> Home Movie --[written_by]--> Christopher Denham
Neg LogProb(↓):   0.000074
Path Entropy(↓):  0.000779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the don is dead
Start Entity:     The Don Is Dead
Gold Answer:      [['Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Don Is Dead --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> La Strada --[has_genre]--> Drama
Path (Raw):       The Don Is Dead --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> La Strada --[has_genre]--> Drama
Neg LogProb(↓):   1.209980
Path Entropy(↓):  1.316241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did sadao yamanaka direct
Start Entity:     Sadao Yamanaka
Gold Answer:      [['Humanity and Paper Balloons']]
Predicted Ans:    Humanity and Paper Balloons
Predicted Path:   Sadao Yamanaka --[(INV) directed_by]--> Humanity and Paper Balloons --[directed_by]--> Sadao Yamanaka --[(INV) directed_by]--> Humanity and Paper Balloons
Path (Raw):       Sadao Yamanaka --[(INV) directed_by]--> Humanity and Paper Balloons --[directed_by]--> Sadao Yamanaka --[(INV) directed_by]--> Humanity and Paper Balloons
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is much ado about nothing
Start Entity:     Much Ado About Nothing
Gold Answer:      [['Comedy']]
Predicted Ans:    amy acker
Predicted Path:   Much Ado About Nothing --[has_tags]--> amy acker --[(INV) has_tags]--> Much Ado About Nothing --[has_tags]--> amy acker
Path (Raw):       Much Ado About Nothing --[has_tags]--> amy acker --[(INV) has_tags]--> Much Ado About Nothing --[has_tags]--> amy acker
Neg LogProb(↓):   3.091817
Path Entropy(↓):  1.041715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by the director of enduring love
Start Entity:     Enduring Love
Gold Answer:      [['Rachel McAdams', 'Adolphe Menjou', 'Rhys Ifans', 'Laura Linney', 'Julia Roberts', 'Samuel L. Jackson', 'Ben Affleck', 'Sally Hawkins', 'Hugh Grant', "Peter O'Toole", 'Katharine Hepburn', 'Amanda Root', 'Bill Murray', 'Ciarán Hinds', 'Leslie Phillips']]
Predicted Ans:    Peter O'Toole
Predicted Path:   Enduring Love --[directed_by]--> Roger Michell --[(INV) directed_by]--> Venus --[starred_actors]--> Peter O'Toole
Path (Raw):       Enduring Love --[directed_by]--> Roger Michell --[(INV) directed_by]--> Venus --[starred_actors]--> Peter O'Toole
Neg LogProb(↓):   0.120118
Path Entropy(↓):  0.432599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the young girls of rochefort
Start Entity:     The Young Girls of Rochefort
Gold Answer:      [['1963', '1970', '1964', '1972', '1982', '1961', '1979', '1981', '1969']]
Predicted Ans:    1964
Predicted Path:   The Young Girls of Rochefort --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg --[release_year]--> 1964
Path (Raw):       The Young Girls of Rochefort --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg --[release_year]--> 1964
Neg LogProb(↓):   0.166377
Path Entropy(↓):  0.663231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of two rode together
Start Entity:     Two Rode Together
Gold Answer:      [['Family', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Two Rode Together --[directed_by]--> John Ford --[(INV) directed_by]--> Seas Beneath --[has_genre]--> Action
Path (Raw):       Two Rode Together --[directed_by]--> John Ford --[(INV) directed_by]--> Seas Beneath --[has_genre]--> Action
Neg LogProb(↓):   1.741619
Path Entropy(↓):  2.709404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by losing chase actors
Start Entity:     Losing Chase
Gold Answer:      [['Music', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Losing Chase --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> White Nights --[has_genre]--> Drama
Path (Raw):       Losing Chase --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> White Nights --[has_genre]--> Drama
Neg LogProb(↓):   1.241118
Path Entropy(↓):  2.262966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie paper lion are written by who
Start Entity:     Paper Lion
Gold Answer:      [['Bernard Slade', 'Alan Alda', 'Tom Matthews', 'Eric Williams', 'Adam Cooper', 'Bill Collage', 'Jeff Nathanson', 'Ted Griffin', 'Ezra Sacks']]
Predicted Ans:    Bernard Slade
Predicted Path:   Paper Lion --[starred_actors]--> Alan Alda --[(INV) starred_actors]--> Same Time, Next Year --[written_by]--> Bernard Slade
Path (Raw):       Paper Lion --[starred_actors]--> Alan Alda --[(INV) starred_actors]--> Same Time, Next Year --[written_by]--> Bernard Slade
Neg LogProb(↓):   0.166094
Path Entropy(↓):  0.554669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with far from the madding crowd fall under
Start Entity:     Far from the Madding Crowd
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Far from the Madding Crowd --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[has_genre]--> Drama
Path (Raw):       Far from the Madding Crowd --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[has_genre]--> Drama
Neg LogProb(↓):   1.205533
Path Entropy(↓):  2.061395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did john van druten write
Start Entity:     John Van Druten
Gold Answer:      [['I Remember Mama', 'Rich and Famous', 'Old Acquaintance', 'Night Must Fall']]
Predicted Ans:    I Remember Mama
Predicted Path:   John Van Druten --[(INV) written_by]--> I Remember Mama --[written_by]--> Kathryn Forbes --[(INV) written_by]--> I Remember Mama
Path (Raw):       John Van Druten --[(INV) written_by]--> I Remember Mama --[written_by]--> Kathryn Forbes --[(INV) written_by]--> I Remember Mama
Neg LogProb(↓):   0.045736
Path Entropy(↓):  0.210976
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of united 93
Start Entity:     United 93
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Bourne Supremacy --[has_genre]--> Action
Path (Raw):       United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Bourne Supremacy --[has_genre]--> Action
Neg LogProb(↓):   1.357589
Path Entropy(↓):  1.376237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film alexander nevsky
Start Entity:     Alexander Nevsky
Gold Answer:      [['1938']]
Predicted Ans:    1938
Predicted Path:   Alexander Nevsky --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Path (Raw):       Alexander Nevsky --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Neg LogProb(↓):   0.975998
Path Entropy(↓):  2.627060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by mary jane ward were directed by who
Start Entity:     Mary Jane Ward
Gold Answer:      [['Anatole Litvak']]
Predicted Ans:    Anatole Litvak
Predicted Path:   Mary Jane Ward --[(INV) written_by]--> The Snake Pit --[directed_by]--> Anatole Litvak
Path (Raw):       Mary Jane Ward --[No Operation]--> Mary Jane Ward --[(INV) written_by]--> The Snake Pit --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed montana sky
Start Entity:     Montana Sky
Gold Answer:      [['Rosanna Arquette', 'Eddie Cibrian', 'LeAnn Rimes']]
Predicted Ans:    Ashley Williams
Predicted Path:   Montana Sky --[directed_by]--> Mike Robe --[(INV) directed_by]--> Montana Sky --[starred_actors]--> Ashley Williams
Path (Raw):       Montana Sky --[directed_by]--> Mike Robe --[(INV) directed_by]--> Montana Sky --[starred_actors]--> Ashley Williams
Neg LogProb(↓):   0.205388
Path Entropy(↓):  0.521875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director for heaven knows, mr. allison
Start Entity:     Heaven Knows, Mr. Allison
Gold Answer:      [['John Huston']]
Predicted Ans:    John Huston
Predicted Path:   Heaven Knows, Mr. Allison --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Path (Raw):       Heaven Knows, Mr. Allison --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Neg LogProb(↓):   0.318599
Path Entropy(↓):  1.016802
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie talk radio were in which genres
Start Entity:     Talk Radio
Gold Answer:      [['Documentary', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Talk Radio --[written_by]--> Tad Savinar --[(INV) written_by]--> Talk Radio --[has_genre]--> Drama
Path (Raw):       Talk Radio --[written_by]--> Tad Savinar --[(INV) written_by]--> Talk Radio --[has_genre]--> Drama
Neg LogProb(↓):   0.207763
Path Entropy(↓):  0.677845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in william davies written films
Start Entity:     William Davies
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   William Davies --[(INV) written_by]--> Johnny English --[in_language]--> English
Path (Raw):       William Davies --[No Operation]--> William Davies --[(INV) written_by]--> Johnny English --[in_language]--> English
Neg LogProb(↓):   0.000118
Path Entropy(↓):  0.001241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in stardust
Start Entity:     Stardust
Gold Answer:      [['Western', 'Drama', 'Animation', 'Comedy', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History']]
Predicted Ans:    Thriller
Predicted Path:   Stardust --[starred_actors]--> Ian McKellen --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Path (Raw):       Stardust --[starred_actors]--> Ian McKellen --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Neg LogProb(↓):   0.465891
Path Entropy(↓):  1.057665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of aldo fabrizi starred movies
Start Entity:     Aldo Fabrizi
Gold Answer:      [['1950', '1945']]
Predicted Ans:    1945
Predicted Path:   Aldo Fabrizi --[(INV) starred_actors]--> Rome, Open City --[release_year]--> 1945
Path (Raw):       Aldo Fabrizi --[No Operation]--> Aldo Fabrizi --[(INV) starred_actors]--> Rome, Open City --[release_year]--> 1945
Neg LogProb(↓):   0.692998
Path Entropy(↓):  0.693148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did nan martin act in
Start Entity:     Nan Martin
Gold Answer:      [['For Love of Ivy']]
Predicted Ans:    For Love of Ivy
Predicted Path:   Nan Martin --[(INV) starred_actors]--> For Love of Ivy --[starred_actors]--> Nan Martin --[(INV) starred_actors]--> For Love of Ivy
Path (Raw):       Nan Martin --[(INV) starred_actors]--> For Love of Ivy --[starred_actors]--> Nan Martin --[(INV) starred_actors]--> For Love of Ivy
Neg LogProb(↓):   0.001843
Path Entropy(↓):  0.013490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie nanny mcphee
Start Entity:     Nanny McPhee
Gold Answer:      [['Emma Thompson', 'Christianna Brand']]
Predicted Ans:    Sidney Gilliat
Predicted Path:   Nanny McPhee --[written_by]--> Christianna Brand --[(INV) written_by]--> Green for Danger --[written_by]--> Sidney Gilliat
Path (Raw):       Nanny McPhee --[written_by]--> Christianna Brand --[(INV) written_by]--> Green for Danger --[written_by]--> Sidney Gilliat
Neg LogProb(↓):   0.689786
Path Entropy(↓):  1.325181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was die hard written by
Start Entity:     Die Hard
Gold Answer:      [['Steven E. de Souza', 'Roderick Thorp', 'Jeb Stuart']]
Predicted Ans:    Jeb Stuart
Predicted Path:   Die Hard --[written_by]--> Jeb Stuart --[(INV) written_by]--> Switchback --[written_by]--> Jeb Stuart
Path (Raw):       Die Hard --[written_by]--> Jeb Stuart --[(INV) written_by]--> Switchback --[written_by]--> Jeb Stuart
Neg LogProb(↓):   0.002484
Path Entropy(↓):  0.019174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is true story
Start Entity:     True Story
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   True Story --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       True Story --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.392577
Path Entropy(↓):  4.541366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the hunted released
Start Entity:     The Hunted
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   The Hunted --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       The Hunted --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.473211
Path Entropy(↓):  4.607918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the brave little toaster
Start Entity:     The Brave Little Toaster
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Brave Little Toaster --[directed_by]--> Jerry Rees --[(INV) directed_by]--> The Marrying Man --[has_genre]--> Comedy
Path (Raw):       The Brave Little Toaster --[directed_by]--> Jerry Rees --[(INV) directed_by]--> The Marrying Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.003319
Path Entropy(↓):  0.022237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by tom desimone
Start Entity:     Tom DeSimone
Gold Answer:      [['Randy Feldman']]
Predicted Ans:    Randy Feldman
Predicted Path:   Tom DeSimone --[(INV) directed_by]--> Hell Night --[written_by]--> Randy Feldman
Path (Raw):       Tom DeSimone --[No Operation]--> Tom DeSimone --[(INV) directed_by]--> Hell Night --[written_by]--> Randy Feldman
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of teen wolf
Start Entity:     Teen Wolf
Gold Answer:      [['K-9', "Beethoven's 2nd", 'Home Alone 4']]
Predicted Ans:    K-9
Predicted Path:   Teen Wolf --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9
Path (Raw):       Teen Wolf --[No Operation]--> Teen Wolf --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9
Neg LogProb(↓):   0.014848
Path Entropy(↓):  0.088238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was samurai fiction released
Start Entity:     Samurai Fiction
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Samurai Fiction --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       Samurai Fiction --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   2.989606
Path Entropy(↓):  4.258618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film and you thought your parents were weird
Start Entity:     And You Thought Your Parents Were Weird
Gold Answer:      [['Tony Cookson']]
Predicted Ans:    Tony Cookson
Predicted Path:   And You Thought Your Parents Were Weird --[directed_by]--> Tony Cookson --[(INV) directed_by]--> And You Thought Your Parents Were Weird --[directed_by]--> Tony Cookson
Path (Raw):       And You Thought Your Parents Were Weird --[directed_by]--> Tony Cookson --[(INV) directed_by]--> And You Thought Your Parents Were Weird --[directed_by]--> Tony Cookson
Neg LogProb(↓):   0.001366
Path Entropy(↓):  0.010379
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for prisoner of paradise
Start Entity:     Prisoner of Paradise
Gold Answer:      [['Malcolm Clarke', 'Stuart Sender']]
Predicted Ans:    Stuart Sender
Predicted Path:   Prisoner of Paradise --[directed_by]--> Stuart Sender --[(INV) directed_by]--> Prisoner of Paradise --[directed_by]--> Stuart Sender
Path (Raw):       Prisoner of Paradise --[directed_by]--> Stuart Sender --[(INV) directed_by]--> Prisoner of Paradise --[directed_by]--> Stuart Sender
Neg LogProb(↓):   0.049935
Path Entropy(↓):  0.223789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by darkness actors
Start Entity:     Darkness
Gold Answer:      [['Sidney Lumet', 'Guy Ritchie', 'Gregor Jordan', 'Gus Van Sant', 'Sydney Pollack', 'Mike Figgis', 'Ron Shelton', 'Régis Wargnier', 'Carroll Ballard', 'Karl Mueller', 'Kenneth Lonergan', 'Joby Harold', 'Bob Rafelson', 'Jane Campion', 'Lina Wertmüller', 'Alfonso Arau', 'Shana Betz']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Darkness --[starred_actors]--> Giancarlo Giannini --[(INV) starred_actors]--> Seven Beauties --[directed_by]--> Lina Wertmüller
Path (Raw):       Darkness --[starred_actors]--> Giancarlo Giannini --[(INV) starred_actors]--> Seven Beauties --[directed_by]--> Lina Wertmüller
Neg LogProb(↓):   0.468065
Path Entropy(↓):  0.682913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed your vice is a locked room and only i have the key
Start Entity:     Your Vice Is a Locked Room and Only I Have the Key
Gold Answer:      [['1975', '1972', '1971', '1989', '1973']]
Predicted Ans:    1972
Predicted Path:   Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key --[release_year]--> 1972
Path (Raw):       Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key --[release_year]--> 1972
Neg LogProb(↓):   0.413848
Path Entropy(↓):  1.188245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of time of the gypsies also directed which movies
Start Entity:     Time of the Gypsies
Gold Answer:      [['Arizona Dream', 'Underground', 'Promise Me This', 'Black Cat, White Cat', 'When Father Was Away on Business', 'Do You Remember Dolly Bell?']]
Predicted Ans:    Arizona Dream
Predicted Path:   Time of the Gypsies --[directed_by]--> Emir Kusturica --[(INV) directed_by]--> Arizona Dream
Path (Raw):       Time of the Gypsies --[directed_by]--> Emir Kusturica --[(INV) directed_by]--> Arizona Dream --[No Operation]--> Arizona Dream
Neg LogProb(↓):   1.154910
Path Entropy(↓):  1.678247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by adam gierasch
Start Entity:     Adam Gierasch
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Adam Gierasch --[(INV) directed_by]--> Autopsy --[in_language]--> Italian
Path (Raw):       Adam Gierasch --[No Operation]--> Adam Gierasch --[(INV) directed_by]--> Autopsy --[in_language]--> Italian
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by daniel clowes
Start Entity:     Daniel Clowes
Gold Answer:      [['Ghost World', 'Art School Confidential']]
Predicted Ans:    Art School Confidential
Predicted Path:   Daniel Clowes --[(INV) written_by]--> Art School Confidential --[written_by]--> Daniel Clowes --[(INV) written_by]--> Art School Confidential
Path (Raw):       Daniel Clowes --[(INV) written_by]--> Art School Confidential --[written_by]--> Daniel Clowes --[(INV) written_by]--> Art School Confidential
Neg LogProb(↓):   0.714563
Path Entropy(↓):  1.152662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by gidi dar
Start Entity:     Gidi Dar
Gold Answer:      [['Shuli Rand']]
Predicted Ans:    Shuli Rand
Predicted Path:   Gidi Dar --[(INV) directed_by]--> Ushpizin --[starred_actors]--> Shuli Rand
Path (Raw):       Gidi Dar --[No Operation]--> Gidi Dar --[(INV) directed_by]--> Ushpizin --[starred_actors]--> Shuli Rand
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by lies
Start Entity:     lies
Gold Answer:      [['About Elly', 'Sex, Lies, and Videotape', 'Super Size Me']]
Predicted Ans:    Sex, Lies, and Videotape
Predicted Path:   lies --[(INV) has_tags]--> Sex, Lies, and Videotape --[has_tags]--> videotape --[(INV) has_tags]--> Sex, Lies, and Videotape
Path (Raw):       lies --[(INV) has_tags]--> Sex, Lies, and Videotape --[has_tags]--> videotape --[(INV) has_tags]--> Sex, Lies, and Videotape
Neg LogProb(↓):   0.000365
Path Entropy(↓):  0.003405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie wilby wonderful
Start Entity:     Wilby Wonderful
Gold Answer:      [['2002']]
Predicted Ans:    2004
Predicted Path:   Wilby Wonderful --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Wilby Wonderful --[release_year]--> 2004
Path (Raw):       Wilby Wonderful --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Wilby Wonderful --[release_year]--> 2004
Neg LogProb(↓):   0.029932
Path Entropy(↓):  0.132973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies starred by the best of me actors
Start Entity:     The Best of Me
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Best of Me --[starred_actors]--> Michelle Monaghan --[(INV) starred_actors]--> Better Living Through Chemistry --[has_genre]--> Comedy
Path (Raw):       The Best of Me --[starred_actors]--> Michelle Monaghan --[(INV) starred_actors]--> Better Living Through Chemistry --[has_genre]--> Comedy
Neg LogProb(↓):   1.338396
Path Entropy(↓):  1.768339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of the adventures of tarzan
Start Entity:     The Adventures of Tarzan
Gold Answer:      [['Robert F. Hill', 'Edgar Rice Burroughs', 'Lillian Valentine']]
Predicted Ans:    Robert F. Hill
Predicted Path:   The Adventures of Tarzan --[written_by]--> Robert F. Hill --[(INV) written_by]--> The Adventures of Tarzan --[written_by]--> Robert F. Hill
Path (Raw):       The Adventures of Tarzan --[written_by]--> Robert F. Hill --[(INV) written_by]--> The Adventures of Tarzan --[written_by]--> Robert F. Hill
Neg LogProb(↓):   0.457146
Path Entropy(↓):  0.897351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by michael roemer
Start Entity:     Michael Roemer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Roemer --[(INV) written_by]--> The Plot Against Harry --[has_genre]--> Comedy
Path (Raw):       Michael Roemer --[No Operation]--> Michael Roemer --[(INV) written_by]--> The Plot Against Harry --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by david paymer were written by who
Start Entity:     David Paymer
Gold Answer:      [['Donald E. Westlake', 'Arthur Miller', 'Brian Helgeland', 'John Requa', 'Glenn Ficarra', 'Herman Melville', 'Lowell Ganz', 'Babaloo Mandel', 'Billy Crystal', 'Jonathan Parker']]
Predicted Ans:    Brian Helgeland
Predicted Path:   David Paymer --[(INV) starred_actors]--> Payback --[written_by]--> Brian Helgeland
Path (Raw):       David Paymer --[No Operation]--> David Paymer --[(INV) starred_actors]--> Payback --[written_by]--> Brian Helgeland
Neg LogProb(↓):   0.846634
Path Entropy(↓):  1.322236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by something wicked this way comes writers release
Start Entity:     Something Wicked This Way Comes
Gold Answer:      [['1998', '1966', '2005', '1993', '1953', '1969', '1956']]
Predicted Ans:    1966
Predicted Path:   Something Wicked This Way Comes --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[release_year]--> 1966
Path (Raw):       Something Wicked This Way Comes --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[release_year]--> 1966
Neg LogProb(↓):   0.641209
Path Entropy(↓):  1.178046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with lloyd's of london in
Start Entity:     Lloyd's of London
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Lloyd's of London --[directed_by]--> Henry King --[(INV) directed_by]--> The Snows of Kilimanjaro --[in_language]--> French
Path (Raw):       Lloyd's of London --[directed_by]--> Henry King --[(INV) directed_by]--> The Snows of Kilimanjaro --[in_language]--> French
Neg LogProb(↓):   0.575345
Path Entropy(↓):  0.755264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the notebook
Start Entity:     The Notebook
Gold Answer:      [['Unhook the Stars', 'The Other Woman', 'John Q', 'Alpha Dog', "My Sister's Keeper", "She's So Lovely"]]
Predicted Ans:    The Notebook
Predicted Path:   The Notebook --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> The Notebook
Path (Raw):       The Notebook --[No Operation]--> The Notebook --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> The Notebook
Neg LogProb(↓):   0.152531
Path Entropy(↓):  0.601449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by katharine hepburn
Start Entity:     Katharine Hepburn
Gold Answer:      [['Andrew Solt', 'Garson Kanin', 'Ruth Gordon', 'N. Richard Nash', 'Edward Chodorov', 'Edith Hamilton', 'Jane Murfin', 'Mildred Cram', 'Delmer Daves', 'Dudley Nichols', 'John Huston', 'Hagar Wilde', 'Myles Connolly', 'James Goldman', 'Michael Kanin', 'Henry Ephron', 'Howard Lindsay', 'Russel Crouse', 'Phoebe Ephron', 'Robert Towne', 'Conrad Richter', 'William Marchant', 'Philip Barry', 'Mortimer Offner', 'Dorothy Yost', 'Euripides', 'Allan Scott', 'James Agee', 'Warren Beatty', 'Ernest Thompson', 'Pearl S. Buck', 'Gore Vidal', 'Gilbert Frankau', 'Sidney Buchman', 'Maxwell Anderson', 'William Rose', 'Edna Ferber', 'Aline Brosh McKenna', 'Tennessee Williams', 'Donald Ogden Stewart', 'Francis Ford Coppola', 'John Grisham', 'Robin Swicord', 'Anthony Veiller', 'Charles Portis', 'Leo McCarey', 'Thelma Strabel', 'Louisa May Alcott', 'Sarah Y. Mason', 'Martha Hyer', 'Booth Tarkington', 'Howard J. Green', 'Netta Syrett', 'Peter Berneis', 'Compton MacKenzie', 'Victor Heerman', 'George S. Kaufman', 'Morrie Ryskind']]
Predicted Ans:    John Huston
Predicted Path:   Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Path (Raw):       Katharine Hepburn --[No Operation]--> Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Neg LogProb(↓):   0.520955
Path Entropy(↓):  1.509064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the return of martin guerre
Start Entity:     The Return of Martin Guerre
Gold Answer:      [['Jon Amiel']]
Predicted Ans:    Jon Amiel
Predicted Path:   The Return of Martin Guerre --[written_by]--> Daniel Vigne --[(INV) written_by]--> Sommersby --[directed_by]--> Jon Amiel
Path (Raw):       The Return of Martin Guerre --[written_by]--> Daniel Vigne --[(INV) written_by]--> Sommersby --[directed_by]--> Jon Amiel
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by jeremy garelick released
Start Entity:     Jeremy Garelick
Gold Answer:      [['2015']]
Predicted Ans:    2015
Predicted Path:   Jeremy Garelick --[(INV) directed_by]--> The Wedding Ringer --[release_year]--> 2015
Path (Raw):       Jeremy Garelick --[No Operation]--> Jeremy Garelick --[(INV) directed_by]--> The Wedding Ringer --[release_year]--> 2015
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of lilia skala acted films
Start Entity:     Lilia Skala
Gold Answer:      [['Stirling Silliphant', 'Daniel Keyes', 'James Poe']]
Predicted Ans:    James Poe
Predicted Path:   Lilia Skala --[(INV) starred_actors]--> Lilies of the Field --[written_by]--> James Poe
Path (Raw):       Lilia Skala --[No Operation]--> Lilia Skala --[(INV) starred_actors]--> Lilies of the Field --[written_by]--> James Poe
Neg LogProb(↓):   0.579143
Path Entropy(↓):  0.697057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the secret of convict lake
Start Entity:     The Secret of Convict Lake
Gold Answer:      [['1946', '1954', '1944', '1992', '1967', '1935', '1979', '1941', '1984', '2007', '1963', '1957', '1951', '1953', '1947', '1956', '1931', '1943', '1976', '1948', '1942', '1940', '1981', '1961', '1955', '1962', '1978', '1964', '1949', '1950', '1960', '1945', '1987', '1952', '1958']]
Predicted Ans:    1956
Predicted Path:   The Secret of Convict Lake --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[release_year]--> 1956
Path (Raw):       The Secret of Convict Lake --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[release_year]--> 1956
Neg LogProb(↓):   1.347864
Path Entropy(↓):  2.383378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the silver chalice
Start Entity:     The Silver Chalice
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   The Silver Chalice --[written_by]--> Thomas B. Costain --[(INV) written_by]--> The Black Rose --[has_genre]--> War
Path (Raw):       The Silver Chalice --[written_by]--> Thomas B. Costain --[(INV) written_by]--> The Black Rose --[has_genre]--> War
Neg LogProb(↓):   0.332798
Path Entropy(↓):  0.595845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of vanilla sky
Start Entity:     Vanilla Sky
Gold Answer:      [['Benjamin Mee', 'Cameron Crowe']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Vanilla Sky --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> We Bought a Zoo --[written_by]--> Cameron Crowe
Path (Raw):       Vanilla Sky --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> We Bought a Zoo --[written_by]--> Cameron Crowe
Neg LogProb(↓):   0.567623
Path Entropy(↓):  1.095859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with breckin meyer
Start Entity:     Breckin Meyer
Gold Answer:      [['Eddie Griffin', 'Jennifer Love Hewitt', 'Anna Paquin', 'Eddie Mills', 'Ethan Embry', 'Bill Murray', 'Peter Facinelli', 'Vinnie Jones']]
Predicted Ans:    Eddie Griffin
Predicted Path:   Breckin Meyer --[(INV) starred_actors]--> Blast --[starred_actors]--> Eddie Griffin
Path (Raw):       Breckin Meyer --[No Operation]--> Breckin Meyer --[(INV) starred_actors]--> Blast --[starred_actors]--> Eddie Griffin
Neg LogProb(↓):   0.022198
Path Entropy(↓):  0.128939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did raphael holinshed write
Start Entity:     Raphael Holinshed
Gold Answer:      [['Chimes at Midnight']]
Predicted Ans:    Chimes at Midnight
Predicted Path:   Raphael Holinshed --[(INV) written_by]--> Chimes at Midnight --[written_by]--> Raphael Holinshed --[(INV) written_by]--> Chimes at Midnight
Path (Raw):       Raphael Holinshed --[(INV) written_by]--> Chimes at Midnight --[written_by]--> Raphael Holinshed --[(INV) written_by]--> Chimes at Midnight
Neg LogProb(↓):   0.048301
Path Entropy(↓):  0.209678
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the passage to marseille director
Start Entity:     Passage to Marseille
Gold Answer:      [['Abem Finkel', 'Carl Erickson', 'Rowland Leigh', 'Seton I. Miller', 'Alfred Lord Tennyson', 'Michael A. Musmanno', 'Michael Jacoby', 'Jan de Hartog', 'Harry R. Irving', 'Philip Dunne', 'Paul Wellman', 'Casey Robinson', 'Ernest Hemingway', 'John Wexley', 'Jack London', 'Joseph E. Davies', 'Warren Duff', 'Darryl F. Zanuck', 'Rafael Sabatini', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Claude Binyon', 'Allen C. Miller', 'William Bowers', 'Roy Chanslor', 'Ranald MacDougall', 'Maxwell Anderson', 'Norman Reilly Raine', 'Mark Twain', 'Lenore J. Coffee', 'Leo Townsend', 'Robert Rossen', 'Lillie Hayward', 'Paul Green', 'Lewis E. Lawes', 'Harry Harrison Kroll', 'Preston A. Whitmore II', 'Harold Robbins', 'Charlotte Armstrong', 'Richard Macaulay', 'Arthur T. Horman', 'Roland Gillett', 'Laird Doyle', 'James M. Cain', 'Charles Hoffman', 'Mika Waltari', 'Tinto Brass', 'Robert Wilder', 'Robert Buckner', 'Fannie Hurst', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Albert Husson', 'Julius J. Epstein', 'Philip G. Epstein', 'Donald Henderson Clarke', 'Rowland Brown', 'Edmund Joseph']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Passage to Marseille --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[written_by]--> Ranald MacDougall
Path (Raw):       Passage to Marseille --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   1.043621
Path Entropy(↓):  1.943776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in they
Start Entity:     They
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   They --[starred_actors]--> Ethan Embry --[(INV) starred_actors]--> Can't Hardly Wait --[has_genre]--> Comedy
Path (Raw):       They --[starred_actors]--> Ethan Embry --[(INV) starred_actors]--> Can't Hardly Wait --[has_genre]--> Comedy
Neg LogProb(↓):   0.445314
Path Entropy(↓):  1.042305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of natural born killers also directed which movies
Start Entity:     Natural Born Killers
Gold Answer:      [['South of the Border', 'The Hand', 'Platoon', 'Nixon', 'Wall Street', 'Talk Radio', 'Born on the Fourth of July', 'Savages', 'World Trade Center', 'Alexander', 'U Turn', 'JFK', 'W.', 'Seizure', 'Comandante', 'Any Given Sunday', 'The Doors', 'Salvador']]
Predicted Ans:    JFK
Predicted Path:   Natural Born Killers --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK
Path (Raw):       Natural Born Killers --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[No Operation]--> JFK
Neg LogProb(↓):   1.376378
Path Entropy(↓):  2.390789
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film raising helen
Start Entity:     Raising Helen
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2007', '1998', '2009', '2010', '2014', '1995', '1990', '2002', '2012', '2011', '2000', '1950', '2005', '1999', '1987']]
Predicted Ans:    2003
Predicted Path:   Raising Helen --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[release_year]--> 2003
Path (Raw):       Raising Helen --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[release_year]--> 2003
Neg LogProb(↓):   0.935002
Path Entropy(↓):  1.950991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the bourne supremacy actors
Start Entity:     The Bourne Supremacy
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Bourne Supremacy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[in_language]--> German
Path (Raw):       The Bourne Supremacy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[in_language]--> German
Neg LogProb(↓):   0.130448
Path Entropy(↓):  0.473871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of seven ways from sundown
Start Entity:     Seven Ways from Sundown
Gold Answer:      [['Queen Bee', 'A Gathering of Eagles', '40 Guns to Apache Pass', 'The Cimarron Kid', 'The Guns of Fort Petticoat', 'Forty Guns', 'To Hell and Back', 'Tension', 'Cause for Alarm!', 'Bad Boy', 'Planet of the Vampires', 'Kansas Raiders', 'Bullet for a Badman', 'No Name on the Bullet', 'Arizona Raiders', 'The Unforgiven', 'Jeopardy', 'Night Passage', 'The Duel at Silver Creek', 'Nancy Goes to Rio', 'The Red Badge of Courage', 'The Quiet American']]
Predicted Ans:    The Quiet American
Predicted Path:   Seven Ways from Sundown --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American
Path (Raw):       Seven Ways from Sundown --[starred_actors]--> Audie Murphy --[No Operation]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American
Neg LogProb(↓):   0.116351
Path Entropy(↓):  0.536776
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jessica pare were directed by who
Start Entity:     Jessica Paré
Gold Answer:      [['Rob Stefaniuk', 'Denys Arcand', 'Léa Pool']]
Predicted Ans:    Léa Pool
Predicted Path:   Jessica Paré --[(INV) starred_actors]--> Lost and Delirious --[directed_by]--> Léa Pool
Path (Raw):       Jessica Paré --[No Operation]--> Jessica Paré --[(INV) starred_actors]--> Lost and Delirious --[directed_by]--> Léa Pool
Neg LogProb(↓):   0.010291
Path Entropy(↓):  0.058276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in swing kids
Start Entity:     Swing Kids
Gold Answer:      [['Frank Whaley', 'Christian Bale', 'Robert Sean Leonard']]
Predicted Ans:    Christian Bale
Predicted Path:   Swing Kids --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> Harsh Times --[starred_actors]--> Christian Bale
Path (Raw):       Swing Kids --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> Harsh Times --[starred_actors]--> Christian Bale
Neg LogProb(↓):   0.512089
Path Entropy(↓):  0.836143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by marcel carne were written by who
Start Entity:     Marcel Carné
Gold Answer:      [['Jacques Prévert']]
Predicted Ans:    Jacques Prévert
Predicted Path:   Marcel Carné --[(INV) directed_by]--> Port of Shadows --[written_by]--> Jacques Prévert
Path (Raw):       Marcel Carné --[No Operation]--> Marcel Carné --[(INV) directed_by]--> Port of Shadows --[written_by]--> Jacques Prévert
Neg LogProb(↓):   0.421117
Path Entropy(↓):  0.676824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie django unchained
Start Entity:     Django Unchained
Gold Answer:      [['Scott Kalvert', 'Clint Eastwood', 'Michael Mann', 'Leila Conners', 'Nadia Conners', 'Lasse Hallström', 'John Huston', 'Taylor Hackford', 'Jerry Zaks', 'Spike Lee', 'Martin Scorsese', 'James Cameron', 'Marc Webb', 'Quentin Tarantino', 'Jean Negulesco', 'Sam Mendes', 'Roland Emmerich', 'Roman Polanski', 'Edward Zwick', 'Christopher Nolan', 'Antoine Fuqua', 'Baz Luhrmann', 'Chris Rock', 'Ridley Scott', 'Peter Berg', 'Rob Cohen', 'Terry Gilliam', 'Jeff Pollack', 'Sam Raimi', 'Joe Wright', 'Bill Condon', 'Steven Spielberg', 'Francis Lawrence', 'Danny Boyle', 'James Whale', 'Tim Burton', 'Neil LaBute', 'Agnieszka Holland', 'Will Gluck', 'F. Gary Gray', 'Robert Day', 'Randall Wallace', 'Delphine Gleize', 'Eli Roth']]
Predicted Ans:    Randall Wallace
Predicted Path:   Django Unchained --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[directed_by]--> Randall Wallace
Path (Raw):       Django Unchained --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[directed_by]--> Randall Wallace
Neg LogProb(↓):   0.494305
Path Entropy(↓):  1.426753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of vagabond
Start Entity:     Vagabond
Gold Answer:      [['Agnès Varda']]
Predicted Ans:    Agnès Varda
Predicted Path:   Vagabond --[written_by]--> Agnès Varda --[(INV) written_by]--> One Hundred and One Nights --[directed_by]--> Agnès Varda
Path (Raw):       Vagabond --[written_by]--> Agnès Varda --[(INV) written_by]--> One Hundred and One Nights --[directed_by]--> Agnès Varda
Neg LogProb(↓):   0.890428
Path Entropy(↓):  1.102915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jewel robbery is a film written by this person
Start Entity:     Jewel Robbery
Gold Answer:      [['Bertram Bloch', 'Ladislas Fodor']]
Predicted Ans:    Bertram Bloch
Predicted Path:   Jewel Robbery --[written_by]--> Bertram Bloch --[(INV) written_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       Jewel Robbery --[written_by]--> Bertram Bloch --[(INV) written_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.032308
Path Entropy(↓):  0.163304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of angel eyes
Start Entity:     Angel Eyes
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Angel Eyes --[directed_by]--> Luis Mandoki --[(INV) directed_by]--> White Palace --[has_genre]--> Drama
Path (Raw):       Angel Eyes --[directed_by]--> Luis Mandoki --[(INV) directed_by]--> White Palace --[has_genre]--> Drama
Neg LogProb(↓):   0.764884
Path Entropy(↓):  1.272699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the cat's meow in
Start Entity:     The Cat's Meow
Gold Answer:      [['Russian']]
Predicted Ans:    Crime
Predicted Path:   The Cat's Meow --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Circus --[has_genre]--> Crime
Path (Raw):       The Cat's Meow --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Circus --[has_genre]--> Crime
Neg LogProb(↓):   1.083895
Path Entropy(↓):  2.081111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed zardoz
Start Entity:     Zardoz
Gold Answer:      [['Geoffrey Rush', 'Billie Whitelaw', 'Buster Keaton', 'Kim Cattrall', 'Gilles Lellouche', 'Burt Reynolds', 'Patricia Arquette', 'U Aung Ko', 'Gérard Lanvin', 'Ashley Judd', 'Marcello Mastroianni', 'Adrian Dunbar', 'Uma Thurman', 'Lee Marvin', 'Angie Dickinson', 'Ned Beatty', 'Dabney Coleman', 'Stockard Channing', 'Brendan Gleeson', 'Pierce Brosnan', 'Juliette Binoche', 'Jon Voight', 'Nicholas Clay', 'Cherie Lunghi', 'Jamie Lee Curtis', 'Ronny Cox', 'Natalie Portman', 'Nigel Terry', 'Samuel L. Jackson', 'Roschdy Zem', 'Elena Anaya', 'Joan Cusack', 'Helen Mirren']]
Predicted Ans:    Sean Connery
Predicted Path:   Zardoz --[directed_by]--> John Boorman --[(INV) directed_by]--> Zardoz --[starred_actors]--> Sean Connery
Path (Raw):       Zardoz --[directed_by]--> John Boorman --[(INV) directed_by]--> Zardoz --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.972541
Path Entropy(↓):  1.768972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of aerial gunner
Start Entity:     Aerial Gunner
Gold Answer:      [['William H. Pine']]
Predicted Ans:    William H. Pine
Predicted Path:   Aerial Gunner --[directed_by]--> William H. Pine --[(INV) directed_by]--> Aerial Gunner --[directed_by]--> William H. Pine
Path (Raw):       Aerial Gunner --[directed_by]--> William H. Pine --[(INV) directed_by]--> Aerial Gunner --[directed_by]--> William H. Pine
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie one from the heart
Start Entity:     One from the Heart
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   One from the Heart --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Path (Raw):       One from the Heart --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.106139
Path Entropy(↓):  1.499555
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote life, and nothing more...
Start Entity:     Life, and Nothing More...
Gold Answer:      [['Italian', 'English', 'French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Life, and Nothing More... --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Path (Raw):       Life, and Nothing More... --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Neg LogProb(↓):   0.000115
Path Entropy(↓):  0.001256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film tyrannosaur were in which genres
Start Entity:     Tyrannosaur
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Tyrannosaur --[written_by]--> Paddy Considine --[(INV) written_by]--> Dead Man's Shoes --[has_genre]--> Thriller
Path (Raw):       Tyrannosaur --[written_by]--> Paddy Considine --[(INV) written_by]--> Dead Man's Shoes --[has_genre]--> Thriller
Neg LogProb(↓):   0.099132
Path Entropy(↓):  0.328858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with rob huebel
Start Entity:     Rob Huebel
Gold Answer:      [['Callard Harris', 'Veronica Sywak', 'Adam Brody', 'Kristen Schaal']]
Predicted Ans:    Veronica Sywak
Predicted Path:   Rob Huebel --[(INV) starred_actors]--> Welcome to the Jungle --[starred_actors]--> Veronica Sywak
Path (Raw):       Rob Huebel --[No Operation]--> Rob Huebel --[(INV) starred_actors]--> Welcome to the Jungle --[starred_actors]--> Veronica Sywak
Neg LogProb(↓):   0.071448
Path Entropy(↓):  0.262865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with hearts divided in
Start Entity:     Hearts Divided
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hearts Divided --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Path (Raw):       Hearts Divided --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Neg LogProb(↓):   0.002874
Path Entropy(↓):  0.022164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the vengo director
Start Entity:     Vengo
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Vengo --[directed_by]--> Tony Gatlif --[(INV) directed_by]--> Mondo --[in_language]--> French
Path (Raw):       Vengo --[directed_by]--> Tony Gatlif --[(INV) directed_by]--> Mondo --[in_language]--> French
Neg LogProb(↓):   0.031302
Path Entropy(↓):  0.141112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by ernest k. gann
Start Entity:     Ernest K. Gann
Gold Answer:      [['William A. Wellman', 'Edward Dmytryk', 'Martin Scorsese', 'Ralph Nelson']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Ernest K. Gann --[(INV) written_by]--> The Aviator --[directed_by]--> Martin Scorsese
Path (Raw):       Ernest K. Gann --[No Operation]--> Ernest K. Gann --[(INV) written_by]--> The Aviator --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.000688
Path Entropy(↓):  0.006389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie wonder bar
Start Entity:     Wonder Bar
Gold Answer:      [['Bessie Breuer', 'Sidney Howard', 'Samson Raphaelson', 'Bertram Bloch', 'Dashiell Hammett', 'John Huston', 'Brown Holmes', 'Maude Fulton', 'Ladislas Fodor', 'Irving Berlin']]
Predicted Ans:    Bertram Bloch
Predicted Path:   Wonder Bar --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       Wonder Bar --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.016140
Path Entropy(↓):  0.100764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of affair in trinidad
Start Entity:     Affair in Trinidad
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Affair in Trinidad --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Path (Raw):       Affair in Trinidad --[release_year]--> 1952 --[(INV) release_year]--> The Big Trees --[release_year]--> 1952
Neg LogProb(↓):   2.134793
Path Entropy(↓):  3.578407
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film pt 109
Start Entity:     PT 109
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   PT 109 --[release_year]--> 1963 --[(INV) release_year]--> Soldier in the Rain --[release_year]--> 1963
Path (Raw):       PT 109 --[release_year]--> 1963 --[(INV) release_year]--> Soldier in the Rain --[release_year]--> 1963
Neg LogProb(↓):   2.619742
Path Entropy(↓):  4.015553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with smiles of a summer night
Start Entity:     Smiles of a Summer Night
Gold Answer:      [['Faithless', 'Summer Interlude', 'Persona', 'The Magic Flute', 'After the Rehearsal', 'Crisis', 'Shame', 'Saraband', 'From the Life of the Marionettes', 'The Silence', 'The Passion of Anna', 'Port of Call', 'The Best Intentions', 'A Lesson in Love', 'All These Women', 'Face to Face', 'Wild Strawberries', 'Hour of the Wolf', 'Winter Light', 'Prison', 'The Seventh Seal', 'The Magician', 'Fanny and Alexander', 'Autumn Sonata', 'To Joy', 'Dreams', 'Private Confessions', "The Devil's Eye", 'Through a Glass Darkly', 'A Little Night Music', 'Torment']]
Predicted Ans:    Persona
Predicted Path:   Smiles of a Summer Night --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Persona
Path (Raw):       Smiles of a Summer Night --[No Operation]--> Smiles of a Summer Night --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Persona
Neg LogProb(↓):   1.862428
Path Entropy(↓):  2.732973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the third wave
Start Entity:     The Third Wave
Gold Answer:      [['Jakob Eklund']]
Predicted Ans:    Jakob Eklund
Predicted Path:   The Third Wave --[directed_by]--> Anders Nilsson --[(INV) directed_by]--> The Third Wave --[starred_actors]--> Jakob Eklund
Path (Raw):       The Third Wave --[directed_by]--> Anders Nilsson --[(INV) directed_by]--> The Third Wave --[starred_actors]--> Jakob Eklund
Neg LogProb(↓):   0.360786
Path Entropy(↓):  0.819542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by james craig were written by who
Start Entity:     James Craig
Gold Answer:      [['William Saroyan', 'Christopher Morley', 'Howard Estabrook', 'Edward Knoblock']]
Predicted Ans:    Howard Estabrook
Predicted Path:   James Craig --[(INV) starred_actors]--> The Human Comedy --[written_by]--> Howard Estabrook
Path (Raw):       James Craig --[No Operation]--> James Craig --[(INV) starred_actors]--> The Human Comedy --[written_by]--> Howard Estabrook
Neg LogProb(↓):   0.225371
Path Entropy(↓):  0.665402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with devil in a blue dress in
Start Entity:     Devil in a Blue Dress
Gold Answer:      [['Spanish']]
Predicted Ans:    Persian
Predicted Path:   Devil in a Blue Dress --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       Devil in a Blue Dress --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.511720
Path Entropy(↓):  1.208240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by gard b. eidsvold were in which genres
Start Entity:     Gard B. Eidsvold
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Gard B. Eidsvold --[(INV) starred_actors]--> The Radio Pirates --[has_genre]--> Family
Path (Raw):       Gard B. Eidsvold --[No Operation]--> Gard B. Eidsvold --[(INV) starred_actors]--> The Radio Pirates --[has_genre]--> Family
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by paul king
Start Entity:     Paul King
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul King --[(INV) directed_by]--> Bunny and the Bull --[has_genre]--> Comedy
Path (Raw):       Paul King --[No Operation]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[has_genre]--> Comedy
Neg LogProb(↓):   0.017142
Path Entropy(↓):  0.086462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie weekend at bernie's
Start Entity:     Weekend at Bernie's
Gold Answer:      [['Ted Kotcheff']]
Predicted Ans:    Ted Kotcheff
Predicted Path:   Weekend at Bernie's --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Borrowed Hearts --[directed_by]--> Ted Kotcheff
Path (Raw):       Weekend at Bernie's --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Borrowed Hearts --[directed_by]--> Ted Kotcheff
Neg LogProb(↓):   0.121221
Path Entropy(↓):  0.523322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of bryan cranston acted films
Start Entity:     Bryan Cranston
Gold Answer:      [['Tony Mendez', 'Joshuah Bearman', 'Hossein Amini', "Dan O'Bannon", 'Mark Bomback', 'Roland Emmerich', 'Philip K. Dick', 'Gary Goldman', 'Ronald Shusett', 'Jon Povill', 'Terry Rossio', 'Ted Elliott', 'Nick Simon', 'James Sallis', 'Max Borenstein', 'Kurt Wimmer', 'Dean Devlin', 'Tze Chun', 'Oz Perkins']]
Predicted Ans:    Terry Rossio
Predicted Path:   Bryan Cranston --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Path (Raw):       Bryan Cranston --[No Operation]--> Bryan Cranston --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Neg LogProb(↓):   0.383491
Path Entropy(↓):  1.011507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director douglas sirk
Start Entity:     Douglas Sirk
Gold Answer:      [['Patricia Knight', 'Fred MacMurray', 'Rochelle Hudson', 'Joan Bennett', 'Dorothy Malone', 'John Gavin', 'Lana Turner', 'Barbara Stanwyck', 'George Sanders', 'Warren William', 'Lucille Ball', 'Lauren Bacall', 'Robert Stack', 'Robert Cummings', 'Don Ameche', 'Claudette Colbert', 'Charles Coburn', 'Sandra Dee', 'Boris Karloff', 'Susan Kohner', 'Cornel Wilde', 'Jane Wyman', 'Rock Hudson']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Douglas Sirk --[(INV) directed_by]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Douglas Sirk --[No Operation]--> Douglas Sirk --[(INV) directed_by]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.025089
Path Entropy(↓):  0.140276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the laughing policeman
Start Entity:     The Laughing Policeman
Gold Answer:      [['John Melson', 'Frank Pierson', 'Robert Stone', 'Donn Pearce', 'W.D. Richter', 'Joe Hyams', 'Wendell Mayes', 'Vincent Patrick', 'Terrence Malick', 'Jay Anson', 'Ross Macdonald']]
Predicted Ans:    Robert Stone
Predicted Path:   The Laughing Policeman --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> WUSA --[written_by]--> Robert Stone
Path (Raw):       The Laughing Policeman --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> WUSA --[written_by]--> Robert Stone
Neg LogProb(↓):   0.881364
Path Entropy(↓):  1.543661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by david arquette
Start Entity:     david arquette
Gold Answer:      [['Never Been Kissed', 'The Tripper']]
Predicted Ans:    The Tripper
Predicted Path:   david arquette --[(INV) has_tags]--> The Tripper --[written_by]--> David Arquette --[(INV) written_by]--> The Tripper
Path (Raw):       david arquette --[(INV) has_tags]--> The Tripper --[written_by]--> David Arquette --[(INV) written_by]--> The Tripper
Neg LogProb(↓):   0.204228
Path Entropy(↓):  0.519483
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed when the bough breaks
Start Entity:     When the Bough Breaks
Gold Answer:      [['Michael Cohn']]
Predicted Ans:    Michael Cohn
Predicted Path:   When the Bough Breaks --[directed_by]--> Michael Cohn --[(INV) directed_by]--> When the Bough Breaks --[directed_by]--> Michael Cohn
Path (Raw):       When the Bough Breaks --[directed_by]--> Michael Cohn --[(INV) directed_by]--> When the Bough Breaks --[directed_by]--> Michael Cohn
Neg LogProb(↓):   0.057813
Path Entropy(↓):  0.226775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Rob stefaniuk directed which films
Start Entity:     Rob Stefaniuk
Gold Answer:      [['Suck']]
Predicted Ans:    Suck
Predicted Path:   Rob Stefaniuk --[(INV) directed_by]--> Suck --[directed_by]--> Rob Stefaniuk --[(INV) directed_by]--> Suck
Path (Raw):       Rob Stefaniuk --[(INV) directed_by]--> Suck --[directed_by]--> Rob Stefaniuk --[(INV) directed_by]--> Suck
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by john keitel release
Start Entity:     John Keitel
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   John Keitel --[(INV) written_by]--> Defying Gravity --[release_year]--> 1997
Path (Raw):       John Keitel --[No Operation]--> John Keitel --[(INV) written_by]--> Defying Gravity --[release_year]--> 1997
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jay bulger were in which genres
Start Entity:     Jay Bulger
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jay Bulger --[(INV) written_by]--> Beware of Mr. Baker --[has_genre]--> Documentary
Path (Raw):       Jay Bulger --[No Operation]--> Jay Bulger --[(INV) written_by]--> Beware of Mr. Baker --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was phillip schneider a writer on
Start Entity:     Phillip Schneider
Gold Answer:      [['Swimfan']]
Predicted Ans:    Swimfan
Predicted Path:   Phillip Schneider --[(INV) written_by]--> Swimfan --[written_by]--> Phillip Schneider --[(INV) written_by]--> Swimfan
Path (Raw):       Phillip Schneider --[(INV) written_by]--> Swimfan --[written_by]--> Phillip Schneider --[(INV) written_by]--> Swimfan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of cloak and dagger
Start Entity:     Cloak and Dagger
Gold Answer:      [['Corey Ford', 'Alastair MacBain']]
Predicted Ans:    Corey Ford
Predicted Path:   Cloak and Dagger --[written_by]--> Corey Ford --[(INV) written_by]--> Cloak and Dagger --[written_by]--> Corey Ford
Path (Raw):       Cloak and Dagger --[written_by]--> Corey Ford --[(INV) written_by]--> Cloak and Dagger --[written_by]--> Corey Ford
Neg LogProb(↓):   0.689049
Path Entropy(↓):  1.200728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by keenen ivory wayans
Start Entity:     Keenen Ivory Wayans
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[has_genre]--> Comedy
Path (Raw):       Keenen Ivory Wayans --[No Operation]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[has_genre]--> Comedy
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in vittorio nino novarese written films
Start Entity:     Vittorio Nino Novarese
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Vittorio Nino Novarese --[(INV) written_by]--> Wild Is the Wind --[in_language]--> Italian
Path (Raw):       Vittorio Nino Novarese --[No Operation]--> Vittorio Nino Novarese --[(INV) written_by]--> Wild Is the Wind --[in_language]--> Italian
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is the celebration about
Start Entity:     The Celebration
Gold Answer:      [['family', 'thomas vinterberg', 'suicide', 'birthday']]
Predicted Ans:    thomas vinterberg
Predicted Path:   The Celebration --[has_tags]--> thomas vinterberg --[(INV) has_tags]--> The Hunt --[has_tags]--> thomas vinterberg
Path (Raw):       The Celebration --[has_tags]--> thomas vinterberg --[(INV) has_tags]--> The Hunt --[has_tags]--> thomas vinterberg
Neg LogProb(↓):   0.001067
Path Entropy(↓):  0.008817
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by frank whaley
Start Entity:     Frank Whaley
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Frank Whaley --[(INV) written_by]--> The Jimmy Show --[has_genre]--> Drama
Path (Raw):       Frank Whaley --[No Operation]--> Frank Whaley --[(INV) written_by]--> The Jimmy Show --[has_genre]--> Drama
Neg LogProb(↓):   0.007667
Path Entropy(↓):  0.044839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of 360
Start Entity:     360
Gold Answer:      [['2008', '2005', '2002']]
Predicted Ans:    2005
Predicted Path:   360 --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> The Constant Gardener --[release_year]--> 2005
Path (Raw):       360 --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> The Constant Gardener --[release_year]--> 2005
Neg LogProb(↓):   0.263303
Path Entropy(↓):  0.731114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did carmen electra star in
Start Entity:     Carmen Electra
Gold Answer:      [['Meet the Spartans', 'Lap Dance', '2-Headed Shark Attack', 'The Mating Habits of the Earthbound Human']]
Predicted Ans:    2-Headed Shark Attack
Predicted Path:   Carmen Electra --[(INV) starred_actors]--> 2-Headed Shark Attack --[starred_actors]--> Charlie O'Connell --[(INV) starred_actors]--> 2-Headed Shark Attack
Path (Raw):       Carmen Electra --[(INV) starred_actors]--> 2-Headed Shark Attack --[starred_actors]--> Charlie O'Connell --[(INV) starred_actors]--> 2-Headed Shark Attack
Neg LogProb(↓):   0.227307
Path Entropy(↓):  0.505866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by jonathan daniel brown
Start Entity:     Jonathan Daniel Brown
Gold Answer:      [['Michael Bacall', 'Matt Drake', 'Lawrence Lasker']]
Predicted Ans:    Michael Bacall
Predicted Path:   Jonathan Daniel Brown --[(INV) starred_actors]--> Project X --[written_by]--> Michael Bacall
Path (Raw):       Jonathan Daniel Brown --[No Operation]--> Jonathan Daniel Brown --[(INV) starred_actors]--> Project X --[written_by]--> Michael Bacall
Neg LogProb(↓):   0.062258
Path Entropy(↓):  0.230822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of sweet home alabama
Start Entity:     Sweet Home Alabama
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Sweet Home Alabama --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Hitch --[has_genre]--> Comedy
Path (Raw):       Sweet Home Alabama --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Hitch --[has_genre]--> Comedy
Neg LogProb(↓):   0.447003
Path Entropy(↓):  0.777409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of nick ashdon
Start Entity:     Nick Ashdon
Gold Answer:      [['Lakis Lazopoulos', 'Juan Diego Botto', 'Laia Marull']]
Predicted Ans:    Juan Diego Botto
Predicted Path:   Nick Ashdon --[(INV) starred_actors]--> El Greco --[starred_actors]--> Juan Diego Botto
Path (Raw):       Nick Ashdon --[No Operation]--> Nick Ashdon --[(INV) starred_actors]--> El Greco --[starred_actors]--> Juan Diego Botto
Neg LogProb(↓):   0.356663
Path Entropy(↓):  0.685110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by jon m. chu release
Start Entity:     Jon M. Chu
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Jon M. Chu --[(INV) directed_by]--> Step Up 3D --[release_year]--> 2010
Path (Raw):       Jon M. Chu --[No Operation]--> Jon M. Chu --[(INV) directed_by]--> Step Up 3D --[release_year]--> 2010
Neg LogProb(↓):   0.004426
Path Entropy(↓):  0.028352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with trois were released in which years
Start Entity:     Trois
Gold Answer:      [['2005']]
Predicted Ans:    2000
Predicted Path:   Trois --[written_by]--> Rob Hardy --[(INV) written_by]--> Trois --[release_year]--> 2000
Path (Raw):       Trois --[written_by]--> Rob Hardy --[(INV) written_by]--> Trois --[release_year]--> 2000
Neg LogProb(↓):   0.001852
Path Entropy(↓):  0.013897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film the tracey fragments
Start Entity:     The Tracey Fragments
Gold Answer:      [['Zal Batmanglij', 'Brit Marling', 'James Gunn', 'Diablo Cody', 'Christopher Nolan', 'Brian Nelson', 'Mark Poirier']]
Predicted Ans:    Christopher Nolan
Predicted Path:   The Tracey Fragments --[starred_actors]--> Ellen Page --[(INV) starred_actors]--> Inception --[written_by]--> Christopher Nolan
Path (Raw):       The Tracey Fragments --[starred_actors]--> Ellen Page --[(INV) starred_actors]--> Inception --[written_by]--> Christopher Nolan
Neg LogProb(↓):   0.110939
Path Entropy(↓):  0.360314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by ulrich seidl
Start Entity:     Ulrich Seidl
Gold Answer:      [['Slovak']]
Predicted Ans:    Slovak
Predicted Path:   Ulrich Seidl --[(INV) directed_by]--> Import/Export --[in_language]--> Slovak
Path (Raw):       Ulrich Seidl --[No Operation]--> Ulrich Seidl --[(INV) directed_by]--> Import/Export --[in_language]--> Slovak
Neg LogProb(↓):   0.024350
Path Entropy(↓):  0.114820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films the arrival are written by who
Start Entity:     The Arrival
Gold Answer:      [['Darren Aronofsky', 'David Twohy', 'Lucas Sussman']]
Predicted Ans:    David Twohy
Predicted Path:   The Arrival --[directed_by]--> David Twohy --[(INV) directed_by]--> Below --[written_by]--> David Twohy
Path (Raw):       The Arrival --[directed_by]--> David Twohy --[(INV) directed_by]--> Below --[written_by]--> David Twohy
Neg LogProb(↓):   0.938742
Path Entropy(↓):  1.505388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in killers from space
Start Entity:     Killers from Space
Gold Answer:      [['Peter Graves']]
Predicted Ans:    Peter Graves
Predicted Path:   Killers from Space --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> Beginning of the End --[starred_actors]--> Peter Graves
Path (Raw):       Killers from Space --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> Beginning of the End --[starred_actors]--> Peter Graves
Neg LogProb(↓):   0.035546
Path Entropy(↓):  0.189969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie street mobster
Start Entity:     Street Mobster
Gold Answer:      [['kinji fukasaku']]
Predicted Ans:    kinji fukasaku
Predicted Path:   Street Mobster --[has_tags]--> kinji fukasaku --[(INV) has_tags]--> Street Mobster --[has_tags]--> kinji fukasaku
Path (Raw):       Street Mobster --[has_tags]--> kinji fukasaku --[(INV) has_tags]--> Street Mobster --[has_tags]--> kinji fukasaku
Neg LogProb(↓):   0.026107
Path Entropy(↓):  0.132892
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie good news
Start Entity:     Good News
Gold Answer:      [['Andrew Solt', 'Clare Boothe Luce', 'Gladys Lehman', 'William Bowers', 'Albert Beich', 'Robin Swicord', 'Oscar Millard', 'Everett Freeman', 'Louisa May Alcott', 'Sarah Y. Mason', 'Eric Knight', 'Melvin Frank', 'Eric Hatch', 'Peter Berneis', 'Victor Heerman', 'Rian James', 'Morrie Ryskind', 'Richard Connell', 'Richard Brooks']]
Predicted Ans:    Richard Brooks
Predicted Path:   Good News --[starred_actors]--> June Allyson --[(INV) starred_actors]--> Battle Circus --[written_by]--> Richard Brooks
Path (Raw):       Good News --[starred_actors]--> June Allyson --[(INV) starred_actors]--> Battle Circus --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.333904
Path Entropy(↓):  0.867731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the boxtrolls
Start Entity:     The Boxtrolls
Gold Answer:      [['Richard Attenborough', 'Roger Donaldson', 'E. Elias Merhige', 'Greg Mottola', 'Martin Scorsese', 'Clare Peploe', 'Kari Skogland', 'Barry Levinson', 'Roman Polanski', 'Thom Eberhardt', 'Mary Harron', 'Ann Hu', 'Akiva Schaffer', 'James Dearden', 'Doug Lefler', 'Vadim Perelman', 'Jonathan Glazer', 'Christian Duguay', 'Isabel Coixet', 'John Dahl', 'Steven Zaillian', 'Jonathan Levine', 'Steven Spielberg', 'Edgar Wright', 'Jonathan Nossiter', 'Tim Burton', 'Brad Anderson', 'Burr Steers', 'David Hugh Jones', 'Chandran Rutnam', 'Norman Z. McLeod', 'John Irvin', 'John Pogue']]
Predicted Ans:    Steven Zaillian
Predicted Path:   The Boxtrolls --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Path (Raw):       The Boxtrolls --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Neg LogProb(↓):   0.934019
Path Entropy(↓):  0.830335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of tortilla flat
Start Entity:     Tortilla Flat
Gold Answer:      [['Emilio Fernández', 'Lewis Milestone', 'Gary Sinise', 'David S. Ward', 'John Ford', 'Elia Kazan', 'Alfred Hitchcock']]
Predicted Ans:    John Ford
Predicted Path:   Tortilla Flat --[written_by]--> John Steinbeck --[(INV) written_by]--> The Grapes of Wrath --[directed_by]--> John Ford
Path (Raw):       Tortilla Flat --[written_by]--> John Steinbeck --[(INV) written_by]--> The Grapes of Wrath --[directed_by]--> John Ford
Neg LogProb(↓):   0.612243
Path Entropy(↓):  1.208202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of popatopolis
Start Entity:     Popatopolis
Gold Answer:      [['Clay Westervelt']]
Predicted Ans:    Clay Westervelt
Predicted Path:   Popatopolis --[directed_by]--> Clay Westervelt --[(INV) directed_by]--> Popatopolis --[directed_by]--> Clay Westervelt
Path (Raw):       Popatopolis --[directed_by]--> Clay Westervelt --[(INV) directed_by]--> Popatopolis --[directed_by]--> Clay Westervelt
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lewis r. foster written movies
Start Entity:     Lewis R. Foster
Gold Answer:      [['George Stevens', 'Frank Capra']]
Predicted Ans:    Lewis R. Foster
Predicted Path:   Lewis R. Foster --[(INV) directed_by]--> The Last Outpost --[directed_by]--> Lewis R. Foster
Path (Raw):       Lewis R. Foster --[No Operation]--> Lewis R. Foster --[(INV) directed_by]--> The Last Outpost --[directed_by]--> Lewis R. Foster
Neg LogProb(↓):   0.000235
Path Entropy(↓):  0.002320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by robert harari
Start Entity:     Robert Harari
Gold Answer:      [['John Lund', 'Marlene Dietrich', 'Jean Arthur']]
Predicted Ans:    Marlene Dietrich
Predicted Path:   Robert Harari --[(INV) written_by]--> A Foreign Affair --[starred_actors]--> Marlene Dietrich
Path (Raw):       Robert Harari --[No Operation]--> Robert Harari --[(INV) written_by]--> A Foreign Affair --[starred_actors]--> Marlene Dietrich
Neg LogProb(↓):   0.002124
Path Entropy(↓):  0.015787
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by mandy patinkin were released in which years
Start Entity:     Mandy Patinkin
Gold Answer:      [['1983', '1988', '1997', '1993', '1999']]
Predicted Ans:    1988
Predicted Path:   Mandy Patinkin --[(INV) starred_actors]--> The House on Carroll Street --[release_year]--> 1988
Path (Raw):       Mandy Patinkin --[No Operation]--> Mandy Patinkin --[(INV) starred_actors]--> The House on Carroll Street --[release_year]--> 1988
Neg LogProb(↓):   0.229491
Path Entropy(↓):  0.727473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of callas forever
Start Entity:     Callas Forever
Gold Answer:      [['Franco Zeffirelli', 'Martin Sherman']]
Predicted Ans:    Martin Sherman
Predicted Path:   Callas Forever --[written_by]--> Martin Sherman --[(INV) written_by]--> Mrs Henderson Presents --[written_by]--> Martin Sherman
Path (Raw):       Callas Forever --[written_by]--> Martin Sherman --[(INV) written_by]--> Mrs Henderson Presents --[written_by]--> Martin Sherman
Neg LogProb(↓):   0.025572
Path Entropy(↓):  0.120908
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter shane kuhn
Start Entity:     Shane Kuhn
Gold Answer:      [['Danny Trejo']]
Predicted Ans:    Danny Trejo
Predicted Path:   Shane Kuhn --[(INV) written_by]--> Dead in Tombstone --[starred_actors]--> Danny Trejo
Path (Raw):       Shane Kuhn --[No Operation]--> Shane Kuhn --[(INV) written_by]--> Dead in Tombstone --[starred_actors]--> Danny Trejo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by victor sjostrom were written by who
Start Entity:     Victor Sjöström
Gold Answer:      [['Wim Wenders', 'Selma Lagerlöf', 'Dorothy Scarborough', 'Leonid Andreyev', 'Nathaniel Hawthorne', 'Frances Marion']]
Predicted Ans:    Wim Wenders
Predicted Path:   Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[written_by]--> Wim Wenders
Path (Raw):       Victor Sjöström --[No Operation]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.643806
Path Entropy(↓):  1.533887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the chant of jimmie blacksmith
Start Entity:     The Chant of Jimmie Blacksmith
Gold Answer:      [['Tom Stoppard', 'Patrick White', 'Steve Martin', 'Graham Swift', 'Fred Schepisi', 'John le Carré', 'Chip Proser', 'John Drimmer', 'John Cleese', 'David Hare', 'Edmond Rostand', 'Jean Shepherd']]
Predicted Ans:    John Drimmer
Predicted Path:   The Chant of Jimmie Blacksmith --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[written_by]--> John Drimmer
Path (Raw):       The Chant of Jimmie Blacksmith --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[written_by]--> John Drimmer
Neg LogProb(↓):   0.987776
Path Entropy(↓):  2.070960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with randolph scott
Start Entity:     Randolph Scott
Gold Answer:      [['Fred Astaire', 'Eugene L. Eubank', 'Robert Young', 'Tyrone Power', 'Marlene Dietrich', 'Henry Fonda', 'James Craig', 'Gene Tierney', 'Claire Trevor', 'Richard Boone', 'Nigel Bruce', 'Cary Grant', 'Angela Lansbury', 'Harriet Hilliard', 'John Carradine', 'Ginger Rogers', 'Eric Schweig', 'Barry Kelley', 'Binnie Barnes', 'Henry Wilcoxon', 'Margaret Lockwood', "Maureen O'Sullivan", 'Craig Stevens', 'Wallace Beery', 'Barbara Bedford', 'Madeleine Stowe', 'Alan Roscoe', 'Lillian Hall', 'Helen Gahagan', 'Donna Reed', 'Raymond Massey', "Pat O'Brien", 'Mariette Hartley', 'Ron Starr', 'George Brent', 'Virginia Mayo', 'Shirley Temple', 'Dana Andrews', 'Charles Laughton', 'Claude Akins', 'Lee Marvin', 'Nancy Carroll', 'Joel McCrea', 'Peter Cushing', 'Russell Means', 'Angie Dickinson', 'Joan Leslie', 'Errol Flynn', 'Gail Patrick', 'Shepperd Strudwick', 'George Raft', 'Gail Russell', 'Glenn Ford', 'John Wayne', 'Dorothy Lamour', 'Barbara Hale', 'Forrest Tucker', 'J. Carrol Naish', 'Mala Powers', 'Ursula Andress', 'Nancy Gates', 'Pernell Roberts', 'Karen Steele', 'Dean Jagger', 'John Payne', 'Miriam Hopkins', 'Bernard Cribbins', 'Humphrey Bogart', 'John Richardson', 'Irene Dunne', 'Bruce Cabot', "Maureen O'Hara", 'Nancy Kelly', 'Barbara Britton', 'Lucille Norman']]
Predicted Ans:    Randolph Scott
Predicted Path:   Randolph Scott --[(INV) starred_actors]--> Gunfighters --[starred_actors]--> Randolph Scott
Path (Raw):       Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> Gunfighters --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.891633
Path Entropy(↓):  1.772741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film sudden death were in which languages
Start Entity:     Sudden Death
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Sudden Death --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[in_language]--> English
Path (Raw):       Sudden Death --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[in_language]--> English
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did emilio estevez direct
Start Entity:     Emilio Estevez
Gold Answer:      [['Men at Work', 'Wisdom', 'Rated X', 'Bobby', 'The War at Home', 'The Way']]
Predicted Ans:    The Way
Predicted Path:   Emilio Estevez --[(INV) directed_by]--> The Way --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The Way
Path (Raw):       Emilio Estevez --[(INV) directed_by]--> The Way --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The Way
Neg LogProb(↓):   0.249482
Path Entropy(↓):  0.888627
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie fiddler on the roof starred who
Start Entity:     Fiddler on the Roof
Gold Answer:      [['Topol', 'Leonard Frey']]
Predicted Ans:    Leonard Frey
Predicted Path:   Fiddler on the Roof --[starred_actors]--> Leonard Frey --[(INV) starred_actors]--> Fiddler on the Roof --[starred_actors]--> Leonard Frey
Path (Raw):       Fiddler on the Roof --[starred_actors]--> Leonard Frey --[(INV) starred_actors]--> Fiddler on the Roof --[starred_actors]--> Leonard Frey
Neg LogProb(↓):   0.026528
Path Entropy(↓):  0.139678
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie young mr. lincoln
Start Entity:     Young Mr. Lincoln
Gold Answer:      [['Lamar Trotti']]
Predicted Ans:    Lamar Trotti
Predicted Path:   Young Mr. Lincoln --[written_by]--> Lamar Trotti --[(INV) written_by]--> In Old Chicago --[written_by]--> Lamar Trotti
Path (Raw):       Young Mr. Lincoln --[written_by]--> Lamar Trotti --[(INV) written_by]--> In Old Chicago --[written_by]--> Lamar Trotti
Neg LogProb(↓):   0.011768
Path Entropy(↓):  0.066269
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film six weeks were in which genres
Start Entity:     Six Weeks
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Six Weeks --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys --[has_genre]--> Drama
Path (Raw):       Six Weeks --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys --[has_genre]--> Drama
Neg LogProb(↓):   0.336132
Path Entropy(↓):  0.704184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by louie psihoyos were released in which years
Start Entity:     Louie Psihoyos
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Louie Psihoyos --[(INV) directed_by]--> The Cove --[release_year]--> 2009
Path (Raw):       Louie Psihoyos --[No Operation]--> Louie Psihoyos --[(INV) directed_by]--> The Cove --[release_year]--> 2009
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie a blueprint for murder
Start Entity:     A Blueprint for Murder
Gold Answer:      [['Andrew L. Stone']]
Predicted Ans:    Andrew L. Stone
Predicted Path:   A Blueprint for Murder --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Julie --[directed_by]--> Andrew L. Stone
Path (Raw):       A Blueprint for Murder --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Julie --[directed_by]--> Andrew L. Stone
Neg LogProb(↓):   0.004199
Path Entropy(↓):  0.028564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jon hoeber write
Start Entity:     Jon Hoeber
Gold Answer:      [['Montana']]
Predicted Ans:    Montana
Predicted Path:   Jon Hoeber --[(INV) written_by]--> Montana --[written_by]--> Jon Hoeber --[(INV) written_by]--> Montana
Path (Raw):       Jon Hoeber --[(INV) written_by]--> Montana --[written_by]--> Jon Hoeber --[(INV) written_by]--> Montana
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of mannequin
Start Entity:     Mannequin
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mannequin --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Mannequin --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.925180
Path Entropy(↓):  4.383613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of mr. turner also directed which movies
Start Entity:     Mr. Turner
Gold Answer:      [['High Hopes', 'Vera Drake', 'Meantime', 'Topsy-Turvy', 'Another Year', 'All or Nothing', 'Career Girls', 'Bleak Moments', 'Four Days in July', 'Naked', 'Life Is Sweet', "Abigail's Party", 'Happy-Go-Lucky']]
Predicted Ans:    Another Year
Predicted Path:   Mr. Turner --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Another Year
Path (Raw):       Mr. Turner --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Another Year --[No Operation]--> Another Year
Neg LogProb(↓):   1.382402
Path Entropy(↓):  2.086724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by robert adetuyi
Start Entity:     Robert Adetuyi
Gold Answer:      [['Sylvain White']]
Predicted Ans:    Robert Adetuyi
Predicted Path:   Robert Adetuyi --[(INV) directed_by]--> Turn It Up --[directed_by]--> Robert Adetuyi
Path (Raw):       Robert Adetuyi --[No Operation]--> Robert Adetuyi --[(INV) directed_by]--> Turn It Up --[directed_by]--> Robert Adetuyi
Neg LogProb(↓):   0.001723
Path Entropy(↓):  0.012980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie secondhand lions were in which languages
Start Entity:     Secondhand Lions
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   Secondhand Lions --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Path (Raw):       Secondhand Lions --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   1.396875
Path Entropy(↓):  1.725597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the white sister fall under
Start Entity:     The White Sister
Gold Answer:      [['Family', 'Western', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   The White Sister --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[has_genre]--> Comedy
Path (Raw):       The White Sister --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[has_genre]--> Comedy
Neg LogProb(↓):   0.009797
Path Entropy(↓):  0.065648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with sheldon lettich
Start Entity:     Sheldon Lettich
Gold Answer:      [['Brian Helgeland']]
Predicted Ans:    Brian Helgeland
Predicted Path:   Sheldon Lettich --[(INV) directed_by]--> The Order --[directed_by]--> Brian Helgeland
Path (Raw):       Sheldon Lettich --[No Operation]--> Sheldon Lettich --[(INV) directed_by]--> The Order --[directed_by]--> Brian Helgeland
Neg LogProb(↓):   0.072646
Path Entropy(↓):  0.305846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of tiresia
Start Entity:     Tiresia
Gold Answer:      [['Bertrand Bonello']]
Predicted Ans:    Bertrand Bonello
Predicted Path:   Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> House of Tolerance --[directed_by]--> Bertrand Bonello
Path (Raw):       Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> House of Tolerance --[directed_by]--> Bertrand Bonello
Neg LogProb(↓):   0.001011
Path Entropy(↓):  0.008116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of diana also directed which movies
Start Entity:     Diana
Gold Answer:      [['Five Minutes of Heaven', 'Downfall', 'The Invasion', 'The Experiment']]
Predicted Ans:    The Experiment
Predicted Path:   Diana --[directed_by]--> Oliver Hirschbiegel --[(INV) directed_by]--> The Experiment
Path (Raw):       Diana --[directed_by]--> Oliver Hirschbiegel --[(INV) directed_by]--> The Experiment --[No Operation]--> The Experiment
Neg LogProb(↓):   0.030197
Path Entropy(↓):  0.159127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie bachelor in paradise
Start Entity:     Bachelor in Paradise
Gold Answer:      [['1954', '1957', '1959', '1953', '1969', '1955']]
Predicted Ans:    1961
Predicted Path:   Bachelor in Paradise --[directed_by]--> Jack Arnold --[(INV) directed_by]--> Bachelor in Paradise --[release_year]--> 1961
Path (Raw):       Bachelor in Paradise --[directed_by]--> Jack Arnold --[(INV) directed_by]--> Bachelor in Paradise --[release_year]--> 1961
Neg LogProb(↓):   1.120381
Path Entropy(↓):  1.838926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie the sky's the limit
Start Entity:     The Sky's the Limit
Gold Answer:      [['William A. Seiter', 'Norman Taurog', 'Richard Quine', 'Jean Negulesco', 'Rouben Mamoulian', 'Richard Thorpe', 'Roy Del Ruth', 'George Sidney', 'Robert Lewis', 'Stanley Kramer', 'Michael Curtiz', 'Merrill Pye', 'Lemuel Ayers', 'Russell Mulcahy', 'Francis Ford Coppola', 'Stanley Donen', 'Charles Walters', 'René Clair', 'Vincente Minnelli', 'Gene Kelly', 'H.C. Potter', 'George Stevens', 'Sidney Lanfield', 'John Irvin', 'Mark Sandrich', 'Stuart Heisler']]
Predicted Ans:    Mark Sandrich
Predicted Path:   The Sky's the Limit --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       The Sky's the Limit --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   0.725388
Path Entropy(↓):  1.667381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by vittorio taviani
Start Entity:     Vittorio Taviani
Gold Answer:      [['Claudio Bigagli', 'Galatea Ranzi', 'Michael Vartan']]
Predicted Ans:    Michael Vartan
Predicted Path:   Vittorio Taviani --[(INV) written_by]--> Fiorile --[starred_actors]--> Michael Vartan
Path (Raw):       Vittorio Taviani --[No Operation]--> Vittorio Taviani --[(INV) written_by]--> Fiorile --[starred_actors]--> Michael Vartan
Neg LogProb(↓):   0.000258
Path Entropy(↓):  0.002465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the trouble with angels
Start Entity:     The Trouble with Angels
Gold Answer:      [['Gerald Butler', 'Lou Schor', 'John R. Tunis', 'Nicholas Ray', 'Collier Young', 'Robert L. Joseph', 'Ida Lupino']]
Predicted Ans:    John R. Tunis
Predicted Path:   The Trouble with Angels --[directed_by]--> Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[written_by]--> John R. Tunis
Path (Raw):       The Trouble with Angels --[directed_by]--> Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[written_by]--> John R. Tunis
Neg LogProb(↓):   0.309322
Path Entropy(↓):  0.619884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie bachelor in paradise were released in which years
Start Entity:     Bachelor in Paradise
Gold Answer:      [['1949', '1944', '1957', '1960', '1951', '1953', '1994', '1947', '1961', '1955', '1937', '1956']]
Predicted Ans:    1955
Predicted Path:   Bachelor in Paradise --[written_by]--> Hal Kanter --[(INV) written_by]--> The Rose Tattoo --[release_year]--> 1955
Path (Raw):       Bachelor in Paradise --[written_by]--> Hal Kanter --[(INV) written_by]--> The Rose Tattoo --[release_year]--> 1955
Neg LogProb(↓):   0.706856
Path Entropy(↓):  1.670974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Ken annakin was the director of which films
Start Entity:     Ken Annakin
Gold Answer:      [['The Fifth Musketeer', 'The Longest Day', 'Miranda', 'The Pirate Movie', 'The Story of Robin Hood and His Merrie Men', 'Battle of the Bulge', 'The New Adventures of Pippi Longstocking', 'Across the Bridge', 'The Sword and the Rose', 'Double Confession', 'Trio', 'Swiss Family Robinson', 'The Call of the Wild', 'The Biggest Bundle of Them All']]
Predicted Ans:    Swiss Family Robinson
Predicted Path:   Ken Annakin --[(INV) directed_by]--> Swiss Family Robinson --[directed_by]--> Ken Annakin --[(INV) directed_by]--> Swiss Family Robinson
Path (Raw):       Ken Annakin --[(INV) directed_by]--> Swiss Family Robinson --[directed_by]--> Ken Annakin --[(INV) directed_by]--> Swiss Family Robinson
Neg LogProb(↓):   2.918838
Path Entropy(↓):  4.454278
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with appointment with death fall under
Start Entity:     Appointment with Death
Gold Answer:      [['Music', 'Sport', 'Documentary', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Appointment with Death --[starred_actors]--> John Gielgud --[(INV) starred_actors]--> The Elephant Man --[has_genre]--> Drama
Path (Raw):       Appointment with Death --[starred_actors]--> John Gielgud --[(INV) starred_actors]--> The Elephant Man --[has_genre]--> Drama
Neg LogProb(↓):   0.756904
Path Entropy(↓):  0.892838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did dan stevens star in
Start Entity:     Dan Stevens
Gold Answer:      [['Summer in February', 'The Guest', 'The Cobbler']]
Predicted Ans:    Summer in February
Predicted Path:   Dan Stevens --[(INV) starred_actors]--> Summer in February --[starred_actors]--> Dominic Cooper --[(INV) starred_actors]--> Summer in February
Path (Raw):       Dan Stevens --[(INV) starred_actors]--> Summer in February --[starred_actors]--> Dominic Cooper --[(INV) starred_actors]--> Summer in February
Neg LogProb(↓):   0.057006
Path Entropy(↓):  0.219010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the big wedding
Start Entity:     The Big Wedding
Gold Answer:      [['Diane Keaton', 'Amanda Seyfried', 'Katherine Heigl', 'Robert De Niro']]
Predicted Ans:    Amanda Seyfried
Predicted Path:   The Big Wedding --[starred_actors]--> Amanda Seyfried --[(INV) starred_actors]--> The Big Wedding --[starred_actors]--> Amanda Seyfried
Path (Raw):       The Big Wedding --[starred_actors]--> Amanda Seyfried --[(INV) starred_actors]--> The Big Wedding --[starred_actors]--> Amanda Seyfried
Neg LogProb(↓):   0.422221
Path Entropy(↓):  0.971798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by tony randel fall under
Start Entity:     Tony Randel
Gold Answer:      [['Horror', 'Animation', 'Action']]
Predicted Ans:    Action
Predicted Path:   Tony Randel --[(INV) directed_by]--> Fist of the North Star --[has_genre]--> Action
Path (Raw):       Tony Randel --[No Operation]--> Tony Randel --[(INV) directed_by]--> Fist of the North Star --[has_genre]--> Action
Neg LogProb(↓):   0.723041
Path Entropy(↓):  0.826156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film tokyo zombie starred which actors
Start Entity:     Tokyo Zombie
Gold Answer:      [['Tadanobu Asano', 'Erika Okuda']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Tokyo Zombie --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Path (Raw):       Tokyo Zombie --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.216193
Path Entropy(↓):  0.856242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie flight of fury
Start Entity:     Flight of Fury
Gold Answer:      [['Michael Oblowitz', 'Dean Semler', 'Don Michael Paul', 'Roland Emmerich', 'Ethan Maniquis', 'Albert Pyun', 'Félix Enríquez Alcalá', 'Don E. FauntLeRoy', 'mink', 'Andrzej Bartkowiak', 'Steven Seagal', 'Anthony Hickox', 'Andrew Davis', 'Alexander Gruszynski', 'Bruce Malmuth', 'Dwight H. Little', 'Keoni Waxman', 'Robert Parrish', 'Roel Reiné', 'John Flynn', 'Richard Crudo', 'Michael Keusch', 'John Gray', 'Robert Rodriguez', 'Lauro Chartrand', 'Stuart Baird']]
Predicted Ans:    Andrzej Bartkowiak
Predicted Path:   Flight of Fury --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Path (Raw):       Flight of Fury --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Neg LogProb(↓):   0.732519
Path Entropy(↓):  1.495965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film tmnt
Start Entity:     TMNT
Gold Answer:      [['Brian Robbins', 'Ariel Vromen', 'Richard Fleischer', 'Asif Kapadia', 'Mark Tarlov', 'Jim Gillespie', 'Griffin Dunne', 'James Toback', 'Joss Whedon', 'Mark Kassen', 'Adam Kassen', 'Emily Young', 'Raja Gosnell', 'Kevin Smith', 'Takashi Shimizu', 'Andrey Zvyagintsev', 'Susannah Grant', 'David Ayer', 'Neil LaBute']]
Predicted Ans:    Neil LaBute
Predicted Path:   TMNT --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Path (Raw):       TMNT --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Neg LogProb(↓):   0.285168
Path Entropy(↓):  0.821815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in biutiful
Start Entity:     Biutiful
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Biutiful --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[has_genre]--> Thriller
Path (Raw):       Biutiful --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[has_genre]--> Thriller
Neg LogProb(↓):   0.252215
Path Entropy(↓):  0.855272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed v / h / s / 2
Start Entity:     V/H/S/2
Gold Answer:      [['Nicholas Tucci', 'Brendan Meyer', 'Maika Monroe', 'Ashton Kutcher', "Catherine O'Hara", 'Iko Uwais', 'Oka Antara', 'Arifin Putra', 'Amy Seimetz', 'Samuel Davis', 'Tom Selleck', 'Dan Stevens', 'Heather Donahue', 'Michael C. Williams', 'AJ Bowen', 'Katherine Heigl', 'Joshua Leonard', 'Rutger Hauer', 'Adam Wingard', 'Sharni Vinson', 'Wendy Glenn']]
Predicted Ans:    Simon Barrett
Predicted Path:   V/H/S/2 --[directed_by]--> Timo Tjahjanto --[(INV) directed_by]--> V/H/S/2 --[starred_actors]--> Simon Barrett
Path (Raw):       V/H/S/2 --[directed_by]--> Timo Tjahjanto --[(INV) directed_by]--> V/H/S/2 --[starred_actors]--> Simon Barrett
Neg LogProb(↓):   0.076797
Path Entropy(↓):  0.320141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by the director of the monster club
Start Entity:     The Monster Club
Gold Answer:      [['Ingrid Pitt', 'Madeline Smith', 'Irene Miracle', 'Dennis Waterman', 'Jenny Hanley', 'Hugh Bonneville', 'Eleonora Giorgi', 'Leigh McCloskey', 'Richard Widmark', 'Daria Nicolodi', 'Bette Davis', 'Peter Cushing', 'Christopher Lee', 'Ian McKellen', 'Robert Ryan', 'Natasha Richardson', 'Sarah Roemer', 'Marilyn Monroe', 'Anna Massey', 'Daniel Massey', 'Loretta Young', 'Mike Pratt', 'Rhonda Fleming', 'Brian Aherne']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Monster Club --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[starred_actors]--> Robert Ryan
Path (Raw):       The Monster Club --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.361694
Path Entropy(↓):  1.113022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by zachariah actors
Start Entity:     Zachariah
Gold Answer:      [['Nick Damici', 'Albert Mannheimer', 'Garson Kanin', 'Melissa Stack', 'Joe R. Lansdale', 'Diablo Cody', 'Ron Shelton', 'Don Roos', 'Mary Agnes Donoghue', 'Ayelet Waldman', 'Charles Williams', 'Don Michael Paul', 'Douglas McGrath', 'Jerry Beck', 'Larry Cohen', 'Jim Mickle', 'Stuart Gillard']]
Predicted Ans:    Garson Kanin
Predicted Path:   Zachariah --[starred_actors]--> Don Johnson --[(INV) starred_actors]--> Born Yesterday --[written_by]--> Garson Kanin
Path (Raw):       Zachariah --[starred_actors]--> Don Johnson --[(INV) starred_actors]--> Born Yesterday --[written_by]--> Garson Kanin
Neg LogProb(↓):   0.986294
Path Entropy(↓):  1.505557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in comrade x
Start Entity:     Comrade X
Gold Answer:      [['Sam Wood', 'Walter Hill', 'Edward Dmytryk', 'John Cromwell', 'Cecil B. DeMille', 'Tay Garnett', 'John Huston', 'William A. Wellman', 'Nicolas Roeg', 'Richard Thorpe', 'Carol Reed', 'Frank Borzage', 'Gottfried Reinhardt', 'Lewis Milestone', 'Raoul Walsh', 'John Ford', 'Ken Annakin', 'Frank Lloyd', 'Melville Shavelson', 'Frank Capra', 'Jacques Tourneur', 'Wesley Ruggles', 'Curtis Bernhardt', 'Mitchell Leisen', 'W.S. Van Dyke', 'Alfred Santell', 'Alexander Hall', 'Tom Hooper', 'Victor Fleming', 'George Seaton', 'Jack Conway', 'Tamra Davis', 'Clarence Brown', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Gottfried Reinhardt
Predicted Path:   Comrade X --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Path (Raw):       Comrade X --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Neg LogProb(↓):   1.805580
Path Entropy(↓):  2.311176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of charisma
Start Entity:     Charisma
Gold Answer:      [['Tadanobu Asano', 'Cliff De Young', 'Hiromi Nagasaku', 'Miki Nakatani', 'Christina Milian', 'Drew Barrymore', 'Etsushi Toyokawa', 'Tatsuya Fuji', 'Ian Somerhalder', 'Roxanne Hart', 'Kristen Bell', 'Matthew Lawrence', 'Joseph Lawrence']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Charisma --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Bright Future --[starred_actors]--> Tadanobu Asano
Path (Raw):       Charisma --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Bright Future --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.178083
Path Entropy(↓):  0.659439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of earth vs. the flying saucers
Start Entity:     Earth vs. the Flying Saucers
Gold Answer:      [['Mara Corday', 'Martha Hyer', 'Gene Evans', 'Jeff Morrow']]
Predicted Ans:    Jeff Morrow
Predicted Path:   Earth vs. the Flying Saucers --[directed_by]--> Fred F. Sears --[(INV) directed_by]--> The Giant Claw --[starred_actors]--> Jeff Morrow
Path (Raw):       Earth vs. the Flying Saucers --[directed_by]--> Fred F. Sears --[(INV) directed_by]--> The Giant Claw --[starred_actors]--> Jeff Morrow
Neg LogProb(↓):   0.010144
Path Entropy(↓):  0.062802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the wings director release
Start Entity:     Wings
Gold Answer:      [['1976', '1934', '1939', '1948', '1972', '1954', '1931', '1951', '1942', '1947', '1932', '1935', '1937', '1956', '1977', '1943']]
Predicted Ans:    1934
Predicted Path:   Wings --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Viva Villa! --[release_year]--> 1934
Path (Raw):       Wings --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Viva Villa! --[release_year]--> 1934
Neg LogProb(↓):   1.625196
Path Entropy(↓):  2.466765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by guillaume canet were in which genres
Start Entity:     Guillaume Canet
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Guillaume Canet --[(INV) directed_by]--> Little White Lies --[has_genre]--> Comedy
Path (Raw):       Guillaume Canet --[No Operation]--> Guillaume Canet --[(INV) directed_by]--> Little White Lies --[has_genre]--> Comedy
Neg LogProb(↓):   0.427944
Path Entropy(↓):  0.647889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the wiz
Start Entity:     The Wiz
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Wiz --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Path (Raw):       The Wiz --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie nights and weekends were in which genres
Start Entity:     Nights and Weekends
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Nights and Weekends --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> Happy Christmas --[has_genre]--> Drama
Path (Raw):       Nights and Weekends --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> Happy Christmas --[has_genre]--> Drama
Neg LogProb(↓):   0.127876
Path Entropy(↓):  0.433322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about bogart
Start Entity:     bogart
Gold Answer:      [['The Caine Mutiny', 'In a Lonely Place', 'Dead Reckoning', 'Casablanca', 'The Big Sleep']]
Predicted Ans:    The Caine Mutiny
Predicted Path:   bogart --[(INV) has_tags]--> The Caine Mutiny --[has_tags]--> mutiny --[(INV) has_tags]--> The Caine Mutiny
Path (Raw):       bogart --[(INV) has_tags]--> The Caine Mutiny --[has_tags]--> mutiny --[(INV) has_tags]--> The Caine Mutiny
Neg LogProb(↓):   1.040052
Path Entropy(↓):  1.477397
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by don keith opper release
Start Entity:     Don Keith Opper
Gold Answer:      [['1986', '1982']]
Predicted Ans:    1982
Predicted Path:   Don Keith Opper --[(INV) written_by]--> Android --[release_year]--> 1982
Path (Raw):       Don Keith Opper --[No Operation]--> Don Keith Opper --[(INV) written_by]--> Android --[release_year]--> 1982
Neg LogProb(↓):   0.406166
Path Entropy(↓):  0.636838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by mario machado
Start Entity:     Mario Machado
Gold Answer:      [['Frank Miller', 'Fred Dekker']]
Predicted Ans:    Fred Dekker
Predicted Path:   Mario Machado --[(INV) starred_actors]--> RoboCop 3 --[written_by]--> Fred Dekker
Path (Raw):       Mario Machado --[No Operation]--> Mario Machado --[(INV) starred_actors]--> RoboCop 3 --[written_by]--> Fred Dekker
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did cordelia drexel biddle write
Start Entity:     Cordelia Drexel Biddle
Gold Answer:      [['The Happiest Millionaire']]
Predicted Ans:    The Happiest Millionaire
Predicted Path:   Cordelia Drexel Biddle --[(INV) written_by]--> The Happiest Millionaire --[written_by]--> Cordelia Drexel Biddle --[(INV) written_by]--> The Happiest Millionaire
Path (Raw):       Cordelia Drexel Biddle --[(INV) written_by]--> The Happiest Millionaire --[written_by]--> Cordelia Drexel Biddle --[(INV) written_by]--> The Happiest Millionaire
Neg LogProb(↓):   0.018567
Path Entropy(↓):  0.091726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by barbara sukowa
Start Entity:     Barbara Sukowa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Barbara Sukowa --[(INV) starred_actors]--> Voyager --[has_genre]--> Drama
Path (Raw):       Barbara Sukowa --[No Operation]--> Barbara Sukowa --[(INV) starred_actors]--> Voyager --[has_genre]--> Drama
Neg LogProb(↓):   0.275103
Path Entropy(↓):  0.651481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie any wednesday
Start Entity:     Any Wednesday
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Any Wednesday --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       Any Wednesday --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.482556
Path Entropy(↓):  3.623291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by diablo cody
Start Entity:     Diablo Cody
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Diablo Cody --[(INV) directed_by]--> Paradise --[has_genre]--> Comedy
Path (Raw):       Diablo Cody --[No Operation]--> Diablo Cody --[(INV) directed_by]--> Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.765383
Path Entropy(↓):  1.085708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by jay roach were in which genres
Start Entity:     Jay Roach
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jay Roach --[(INV) directed_by]--> Meet the Parents --[has_genre]--> Comedy
Path (Raw):       Jay Roach --[No Operation]--> Jay Roach --[(INV) directed_by]--> Meet the Parents --[has_genre]--> Comedy
Neg LogProb(↓):   0.262427
Path Entropy(↓):  0.717662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by ricky tomlinson were written by who
Start Entity:     Ricky Tomlinson
Gold Answer:      [['Shane Meadows']]
Predicted Ans:    Shane Meadows
Predicted Path:   Ricky Tomlinson --[(INV) starred_actors]--> Once Upon a Time in the Midlands --[written_by]--> Shane Meadows
Path (Raw):       Ricky Tomlinson --[No Operation]--> Ricky Tomlinson --[(INV) starred_actors]--> Once Upon a Time in the Midlands --[written_by]--> Shane Meadows
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film come out and play
Start Entity:     Come Out and Play
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Come Out and Play --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Come Out and Play --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.129454
Path Entropy(↓):  4.405761
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the nun's story
Start Entity:     The Nun's Story
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[in_language]--> French
Path (Raw):       The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[in_language]--> French
Neg LogProb(↓):   0.143818
Path Entropy(↓):  0.437620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of love letters
Start Entity:     Love Letters
Gold Answer:      [['Madame Bovary', 'Gaslight', 'Gone to Earth', 'Niagara', 'The Man with a Cloak', 'Walk Softly, Stranger', 'The Man in the Gray Flannel Suit', 'The Beast from 20,000 Fathoms', 'Latitude Zero', 'A Blueprint for Murder', 'The Abominable Dr. Phibes', 'Love Is a Many-Splendored Thing', 'Good Morning, Miss Dove', 'The Hearse', 'Ruby Gentry', 'Carrie', 'Interrupted Melody', "The Farmer's Daughter", 'Beyond the Forest', "Airport '77", 'The Third Man', 'Tora! Tora! Tora!', 'Beat the Devil', 'The Magnificent Ambersons', 'Shadow of a Doubt', 'The Postman Always Rings Twice', 'The Killer Is Loose', 'Down to the Sea in Ships', 'The Last Sunset', 'Portrait of Jennie', 'The Steel Trap', "I'll Be Seeing You", 'From the Earth to the Moon', 'Duel in the Sun', 'Cluny Brown']]
Predicted Ans:    Beat the Devil
Predicted Path:   Love Letters --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Beat the Devil
Path (Raw):       Love Letters --[No Operation]--> Love Letters --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Beat the Devil
Neg LogProb(↓):   0.105264
Path Entropy(↓):  0.457720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did ib melchior direct
Start Entity:     Ib Melchior
Gold Answer:      [['The Angry Red Planet']]
Predicted Ans:    The Angry Red Planet
Predicted Path:   Ib Melchior --[(INV) directed_by]--> The Angry Red Planet --[directed_by]--> Ib Melchior --[(INV) directed_by]--> The Angry Red Planet
Path (Raw):       Ib Melchior --[(INV) directed_by]--> The Angry Red Planet --[directed_by]--> Ib Melchior --[(INV) directed_by]--> The Angry Red Planet
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by shabana azmi were in which languages
Start Entity:     Shabana Azmi
Gold Answer:      [['Hindi']]
Predicted Ans:    Roland Joffé
Predicted Path:   Shabana Azmi --[(INV) starred_actors]--> City of Joy --[directed_by]--> Roland Joffé
Path (Raw):       Shabana Azmi --[No Operation]--> Shabana Azmi --[(INV) starred_actors]--> City of Joy --[directed_by]--> Roland Joffé
Neg LogProb(↓):   0.178606
Path Entropy(↓):  0.587037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share actors with thin ice fall under
Start Entity:     Thin Ice
Gold Answer:      [['Romance', 'Music', 'Sport', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Thin Ice --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Path (Raw):       Thin Ice --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   0.878541
Path Entropy(↓):  1.436143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of last hurrah for chivalry
Start Entity:     Last Hurrah for Chivalry
Gold Answer:      [['Bullet in the Head', 'Hard Boiled', 'The Killer', 'A Better Tomorrow', 'Once a Thief', 'Red Cliff']]
Predicted Ans:    Once a Thief
Predicted Path:   Last Hurrah for Chivalry --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief
Path (Raw):       Last Hurrah for Chivalry --[No Operation]--> Last Hurrah for Chivalry --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief
Neg LogProb(↓):   0.900000
Path Entropy(↓):  1.674623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with trish van devere
Start Entity:     Trish Van Devere
Gold Answer:      [['George C. Scott', 'Eli Wallach', 'Ron Leibman', 'Ruth Gordon', 'Joseph Cotten', 'George Segal', 'James Coburn', 'Walter Pidgeon', 'Colleen Dewhurst', 'Tony Musante', 'Michael Sarrazin', 'Red Buttons']]
Predicted Ans:    George C. Scott
Predicted Path:   Trish Van Devere --[(INV) starred_actors]--> The Changeling --[starred_actors]--> George C. Scott
Path (Raw):       Trish Van Devere --[No Operation]--> Trish Van Devere --[(INV) starred_actors]--> The Changeling --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.000698
Path Entropy(↓):  0.006223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of the order
Start Entity:     The Order
Gold Answer:      [['The Heavy', 'North Face', 'Casanova', 'The Dark Knight', 'Ned Kelly', 'Two Hands', 'The Princess and the Warrior', "A Knight's Tale", 'Candy', 'Brokeback Mountain', 'One Missed Call', 'The Time Machine', '10 Things I Hate About You', 'Road to Nowhere', 'Wolfsburg', '40 Days and 40 Nights', 'Catacombs', 'The Rules of Attraction', 'The Full Monty', 'The Patriot']]
Predicted Ans:    10 Things I Hate About You
Predicted Path:   The Order --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> 10 Things I Hate About You
Path (Raw):       The Order --[starred_actors]--> Heath Ledger --[No Operation]--> Heath Ledger --[(INV) starred_actors]--> 10 Things I Hate About You
Neg LogProb(↓):   0.753592
Path Entropy(↓):  1.619793
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in hot fuzz also appears in which films
Start Entity:     Hot Fuzz
Gold Answer:      [['A Fantastic Fear of Everything', 'Big Nothing', 'Shaun of the Dead', 'Hector and the Search for Happiness', 'Paul']]
Predicted Ans:    Hot Fuzz
Predicted Path:   Hot Fuzz --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz
Path (Raw):       Hot Fuzz --[starred_actors]--> Simon Pegg --[No Operation]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz
Neg LogProb(↓):   0.183011
Path Entropy(↓):  0.609955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of kotch was
Start Entity:     Kotch
Gold Answer:      [['Jack Lemmon']]
Predicted Ans:    Jack Lemmon
Predicted Path:   Kotch --[directed_by]--> Jack Lemmon --[(INV) directed_by]--> Kotch --[directed_by]--> Jack Lemmon
Path (Raw):       Kotch --[directed_by]--> Jack Lemmon --[(INV) directed_by]--> Kotch --[directed_by]--> Jack Lemmon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by geoffrey wright fall under
Start Entity:     Geoffrey Wright
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Geoffrey Wright --[(INV) directed_by]--> Romper Stomper --[has_genre]--> Drama
Path (Raw):       Geoffrey Wright --[No Operation]--> Geoffrey Wright --[(INV) directed_by]--> Romper Stomper --[has_genre]--> Drama
Neg LogProb(↓):   0.006848
Path Entropy(↓):  0.044854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of born reckless
Start Entity:     Born Reckless
Gold Answer:      [['John Ford', 'Andrew Bennison']]
Predicted Ans:    Malcolm St. Clair
Predicted Path:   Born Reckless --[directed_by]--> Malcolm St. Clair --[(INV) directed_by]--> Born Reckless --[directed_by]--> Malcolm St. Clair
Path (Raw):       Born Reckless --[directed_by]--> Malcolm St. Clair --[(INV) directed_by]--> Born Reckless --[directed_by]--> Malcolm St. Clair
Neg LogProb(↓):   0.733057
Path Entropy(↓):  1.372517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with the expendables fall under
Start Entity:     The Expendables
Gold Answer:      [['Music', 'Sport', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Expendables --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       The Expendables --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   1.188364
Path Entropy(↓):  2.228359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of pamela wallace written movies
Start Entity:     Pamela Wallace
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Pamela Wallace --[(INV) written_by]--> Witness --[release_year]--> 1985
Path (Raw):       Pamela Wallace --[No Operation]--> Pamela Wallace --[(INV) written_by]--> Witness --[release_year]--> 1985
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter ken russell co - wrote movies with who
Start Entity:     Ken Russell
Gold Answer:      [['Sandy Wilson', 'David Hines', 'Bram Stoker', 'Oscar Wilde', 'Aldous Huxley', 'Pete Townshend', 'John Whiting', 'Brad Steiger', 'Chaw Mank']]
Predicted Ans:    Ken Russell
Predicted Path:   Ken Russell --[(INV) written_by]--> Salome's Last Dance --[written_by]--> Ken Russell
Path (Raw):       Ken Russell --[No Operation]--> Ken Russell --[(INV) written_by]--> Salome's Last Dance --[written_by]--> Ken Russell
Neg LogProb(↓):   0.775449
Path Entropy(↓):  1.003305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who's the director of the willow tree
Start Entity:     The Willow Tree
Gold Answer:      [['Majid Majidi']]
Predicted Ans:    Majid Majidi
Predicted Path:   The Willow Tree --[directed_by]--> Majid Majidi --[(INV) directed_by]--> Children of Heaven --[directed_by]--> Majid Majidi
Path (Raw):       The Willow Tree --[directed_by]--> Majid Majidi --[(INV) directed_by]--> Children of Heaven --[directed_by]--> Majid Majidi
Neg LogProb(↓):   0.139632
Path Entropy(↓):  0.419676
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by max mayer release
Start Entity:     Max Mayer
Gold Answer:      [['2009', '2013']]
Predicted Ans:    2009
Predicted Path:   Max Mayer --[(INV) directed_by]--> Adam --[release_year]--> 2009
Path (Raw):       Max Mayer --[No Operation]--> Max Mayer --[(INV) directed_by]--> Adam --[release_year]--> 2009
Neg LogProb(↓):   0.208606
Path Entropy(↓):  0.483782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of kitchen party
Start Entity:     Kitchen Party
Gold Answer:      [['Waydowntown']]
Predicted Ans:    Kitchen Party
Predicted Path:   Kitchen Party --[directed_by]--> Gary Burns --[(INV) directed_by]--> Kitchen Party
Path (Raw):       Kitchen Party --[No Operation]--> Kitchen Party --[directed_by]--> Gary Burns --[(INV) directed_by]--> Kitchen Party
Neg LogProb(↓):   0.177991
Path Entropy(↓):  0.445145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies can be described with anne heche
Start Entity:     anne heche
Gold Answer:      [['Donnie Brasco', 'Spread', 'Six Days Seven Nights', 'John Q', 'Prozac Nation', 'If These Walls Could Talk 2']]
Predicted Ans:    Killers
Predicted Path:   anne heche --[(INV) has_tags]--> Spread --[has_tags]--> ashton kutcher --[(INV) has_tags]--> Killers
Path (Raw):       anne heche --[(INV) has_tags]--> Spread --[has_tags]--> ashton kutcher --[(INV) has_tags]--> Killers
Neg LogProb(↓):   0.711982
Path Entropy(↓):  1.474917
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by the writer of it started with eve
Start Entity:     It Started with Eve
Gold Answer:      [['Deanna Durbin', 'Leopold Stokowski']]
Predicted Ans:    Deanna Durbin
Predicted Path:   It Started with Eve --[written_by]--> Hanns Kräly --[(INV) written_by]--> One Hundred Men and a Girl --[starred_actors]--> Deanna Durbin
Path (Raw):       It Started with Eve --[written_by]--> Hanns Kräly --[(INV) written_by]--> One Hundred Men and a Girl --[starred_actors]--> Deanna Durbin
Neg LogProb(↓):   0.102982
Path Entropy(↓):  0.377832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jay leno
Start Entity:     Jay Leno
Gold Answer:      [['Lewis Teague']]
Predicted Ans:    Lewis Teague
Predicted Path:   Jay Leno --[(INV) starred_actors]--> Collision Course --[directed_by]--> Lewis Teague
Path (Raw):       Jay Leno --[No Operation]--> Jay Leno --[(INV) starred_actors]--> Collision Course --[directed_by]--> Lewis Teague
Neg LogProb(↓):   0.206167
Path Entropy(↓):  0.480818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by sheri moon zombie were directed by who
Start Entity:     Sheri Moon Zombie
Gold Answer:      [['Rob Zombie']]
Predicted Ans:    Rob Zombie
Predicted Path:   Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[directed_by]--> Rob Zombie
Path (Raw):       Sheri Moon Zombie --[No Operation]--> Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[directed_by]--> Rob Zombie
Neg LogProb(↓):   0.011763
Path Entropy(↓):  0.063648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the sheepman
Start Entity:     The Sheepman
Gold Answer:      [['Walter DeLeon', 'Elbert Hubbard', 'William Roberts', 'Walter Doniger', 'Raymond Chandler', 'Philip Yordan', 'Alec Coppel', 'Harold Kellock', 'James R. Webb', 'Max Brand', 'Paul Dickey', 'Charles W. Goddard', 'Jack Schaefer']]
Predicted Ans:    Jack Schaefer
Predicted Path:   The Sheepman --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Path (Raw):       The Sheepman --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[written_by]--> Jack Schaefer
Neg LogProb(↓):   0.039878
Path Entropy(↓):  0.235822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the exorcist in
Start Entity:     The Exorcist
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   The Exorcist --[directed_by]--> William Friedkin --[(INV) directed_by]--> The French Connection --[in_language]--> French
Path (Raw):       The Exorcist --[directed_by]--> William Friedkin --[(INV) directed_by]--> The French Connection --[in_language]--> French
Neg LogProb(↓):   0.072601
Path Entropy(↓):  0.317647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by a bug's life actors release
Start Entity:     A Bug's Life
Gold Answer:      [['1995', '1998', '2000', '1997', '2009', '2001', '2008', '2003', '1992', '2005', '2010', '2004', '1996', '2006', '1994', '1999', '2011', '2007']]
Predicted Ans:    2005
Predicted Path:   A Bug's Life --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> Edison --[release_year]--> 2005
Path (Raw):       A Bug's Life --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> Edison --[release_year]--> 2005
Neg LogProb(↓):   1.098808
Path Entropy(↓):  2.146170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of petru dumitriu written movies
Start Entity:     Petru Dumitriu
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Petru Dumitriu --[(INV) written_by]--> An Unforgettable Summer --[release_year]--> 1994
Path (Raw):       Petru Dumitriu --[No Operation]--> Petru Dumitriu --[(INV) written_by]--> An Unforgettable Summer --[release_year]--> 1994
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film mao's last dancer
Start Entity:     Mao's Last Dancer
Gold Answer:      [['2003', '2006', '2014', '2002', '1981', '1974', '2011', '2013', '2007']]
Predicted Ans:    2002
Predicted Path:   Mao's Last Dancer --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Below --[release_year]--> 2002
Path (Raw):       Mao's Last Dancer --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Below --[release_year]--> 2002
Neg LogProb(↓):   0.995080
Path Entropy(↓):  1.538392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie corpse bride are written by who
Start Entity:     Corpse Bride
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Linda Woolverton', 'Daniel Wallace', 'Michael McDowell', 'Larry Wilson', 'Pierre Boulle', 'Rod Serling', 'Paul Reubens', 'Daniel Waters', 'Phil Hartman', 'Leonard Ripps', 'Rudolph Grey', 'John August', 'Andrew Kevin Walker', 'Kevin Yagher', 'Michael Wilson', 'Roald Dahl', 'Lawrence Konner', 'Mark Rosenthal', 'Tim Burton', 'Bob Kane', 'Warren Skaaren', 'Michael Varhol', 'Sam Hamm', 'Jonathan Gems', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Washington Irving']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Corpse Bride --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Corpse Bride --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.469112
Path Entropy(↓):  1.436771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of virginia kellogg written movies
Start Entity:     Virginia Kellogg
Gold Answer:      [['John Cromwell', 'Raoul Walsh']]
Predicted Ans:    Raoul Walsh
Predicted Path:   Virginia Kellogg --[(INV) written_by]--> White Heat --[directed_by]--> Raoul Walsh
Path (Raw):       Virginia Kellogg --[No Operation]--> Virginia Kellogg --[(INV) written_by]--> White Heat --[directed_by]--> Raoul Walsh
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter florence ryerson wrote films together with who
Start Entity:     Florence Ryerson
Gold Answer:      [['L. Frank Baum', 'Edgar Allan Woolf', 'Noel Langley']]
Predicted Ans:    Noel Langley
Predicted Path:   Florence Ryerson --[(INV) written_by]--> The Wizard of Oz --[written_by]--> Noel Langley
Path (Raw):       Florence Ryerson --[No Operation]--> Florence Ryerson --[(INV) written_by]--> The Wizard of Oz --[written_by]--> Noel Langley
Neg LogProb(↓):   0.057776
Path Entropy(↓):  0.269574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie a good day to die hard, when was it released
Start Entity:     A Good Day to Die Hard
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   A Good Day to Die Hard --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       A Good Day to Die Hard --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.176538
Path Entropy(↓):  4.557582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of anaconda
Start Entity:     Anaconda
Gold Answer:      [['The Odessa File', 'Fluke', 'Harvard Man', 'Keys to Tulsa', 'The Back-up Plan', 'The Waterdance', 'Angel Eyes', 'Midnight Cowboy', 'End of the Game', 'The Prophecy', 'The Champ', 'The Boy Next Door', 'Barbershop', "Lookin' to Get Out", 'Some Kind of Wonderful', 'Deliverance', 'Mask', 'The Longshots', 'Torque', 'Out of Sight', 'The Fly II', 'Runaway Train', 'Home', 'Killing Zoe', 'Holes', 'Next Friday', 'Mr. Jealousy', 'Monster-in-Law', 'An Unfinished Life', 'Trespass', 'Desert Bloom', 'Three Kings', 'Are We There Yet?', 'Maid in Manhattan', 'All About the Benjamins', 'Enemy of the State', 'Dangerous Ground', 'Ride Along', 'Friday', 'The Rainmaker', 'Coming Home', 'Getaway', 'Selena', 'Naked in New York', 'Fort McCoy', 'Bordertown', 'Jack', 'Parker', 'Sleep with Me', 'Rosewood', 'The Wedding Planner', 'First Sunday', 'Friday After Next', 'The Cell', 'Are We Done Yet?', 'Money Train', 'Memphis Belle', 'Ghosts of Mars', 'Blood and Wine', 'Enough', 'Pride and Glory', 'The Passion of Ayn Rand', 'Glory Road', 'Conrack']]
Predicted Ans:    The Rainmaker
Predicted Path:   Anaconda --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> The Rainmaker
Path (Raw):       Anaconda --[starred_actors]--> Jon Voight --[No Operation]--> Jon Voight --[(INV) starred_actors]--> The Rainmaker
Neg LogProb(↓):   1.091897
Path Entropy(↓):  2.105120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with roland kibbee
Start Entity:     Roland Kibbee
Gold Answer:      [['Joseph Fields', 'Devery Freeman', 'Harry Segall', 'George S. Kaufman']]
Predicted Ans:    George S. Kaufman
Predicted Path:   Roland Kibbee --[(INV) written_by]--> Three Sailors and a Girl --[written_by]--> George S. Kaufman
Path (Raw):       Roland Kibbee --[No Operation]--> Roland Kibbee --[(INV) written_by]--> Three Sailors and a Girl --[written_by]--> George S. Kaufman
Neg LogProb(↓):   0.713162
Path Entropy(↓):  1.160656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer peter fonda
Start Entity:     Peter Fonda
Gold Answer:      [['Dennis Hopper']]
Predicted Ans:    Howard Korder
Predicted Path:   Peter Fonda --[(INV) starred_actors]--> The Passion of Ayn Rand --[written_by]--> Howard Korder
Path (Raw):       Peter Fonda --[No Operation]--> Peter Fonda --[(INV) starred_actors]--> The Passion of Ayn Rand --[written_by]--> Howard Korder
Neg LogProb(↓):   1.753546
Path Entropy(↓):  2.861613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of lance henriksen acted films
Start Entity:     Lance Henriksen
Gold Answer:      [['1995', '1998', '2008', '1989', '1993', '1994']]
Predicted Ans:    1995
Predicted Path:   Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast --[release_year]--> 1995
Path (Raw):       Lance Henriksen --[No Operation]--> Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast --[release_year]--> 1995
Neg LogProb(↓):   0.481107
Path Entropy(↓):  1.043482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of bastards
Start Entity:     Bastards
Gold Answer:      [['Giulia Boschi', 'Béatrice Dalle', 'Alex Descas', 'Tricia Vessey', 'Isabelle Huppert', 'François Cluzet', 'Isaach De Bankolé', 'William Shatner', 'Vincent Gallo']]
Predicted Ans:    François Cluzet
Predicted Path:   Bastards --[written_by]--> Claire Denis --[(INV) written_by]--> Chocolat --[starred_actors]--> François Cluzet
Path (Raw):       Bastards --[written_by]--> Claire Denis --[(INV) written_by]--> Chocolat --[starred_actors]--> François Cluzet
Neg LogProb(↓):   0.001662
Path Entropy(↓):  0.013295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the cheerleaders also directed which movies
Start Entity:     The Cheerleaders
Gold Answer:      [['Running Scared']]
Predicted Ans:    Running Scared
Predicted Path:   The Cheerleaders --[directed_by]--> Paul Glickler --[(INV) directed_by]--> Running Scared
Path (Raw):       The Cheerleaders --[directed_by]--> Paul Glickler --[(INV) directed_by]--> Running Scared --[No Operation]--> Running Scared
Neg LogProb(↓):   0.004141
Path Entropy(↓):  0.026827
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film sharpay's fabulous adventure
Start Entity:     Sharpay's Fabulous Adventure
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Sharpay's Fabulous Adventure --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Sharpay's Fabulous Adventure --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.291285
Path Entropy(↓):  4.818321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by skyfall actors
Start Entity:     Skyfall
Gold Answer:      [['Edward Dmytryk', 'Pedro Almodóvar', 'Mike Newell', 'Fernando Meirelles', 'Stephen Frears', 'Oliver Hirschbiegel', 'Richard Eyre', 'Alfonso Cuarón', 'Edward Zwick', 'Martha Fiennes', 'Lasse Hallström', 'Nash Edgerton', 'Martha Holmes', 'Ralph Fiennes', 'Wes Anderson', 'David Lean', 'Baillie Walsh', 'Peter Greenaway', 'John Madden', 'Gerardo Vera', 'Ethan Coen', 'Martin Campbell', 'István Szabó', 'Kathryn Bigelow', 'Robert Redford', 'Michael Gunton', 'Brenda Chapman', 'Jonathan Liebesman', 'Joss Whedon', 'Ridley Scott', 'Christine Jeffs', 'Simon Wells', 'John Malkovich', 'Marc Forster', 'Pierre Morel', 'Neil Jordan', 'Roger Michell', 'Alejandro González Iñárritu', 'David Cronenberg', 'Steven Spielberg', 'Niels Arden Oplev', 'Brett Ratner', 'Fernando León de Aranoa', 'Gillian Armstrong', 'Danny Boyle', 'Wayne Wang', 'Stephen Daldry', 'Alejandro Amenábar', 'David Fincher', 'Terrence Malick', 'Chris Weitz', 'Jim Sheridan', 'Manuel Gómez Pereira', 'Steve Hickner', 'James McTeigue']]
Predicted Ans:    Ridley Scott
Predicted Path:   Skyfall --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Path (Raw):       Skyfall --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Neg LogProb(↓):   0.763938
Path Entropy(↓):  1.197631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the it all starts today director release
Start Entity:     It All Starts Today
Gold Answer:      [['1976', '1980', '2009', '1989', '2010', '2002', '1984', '2013']]
Predicted Ans:    2010
Predicted Path:   It All Starts Today --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[release_year]--> 2010
Path (Raw):       It All Starts Today --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[release_year]--> 2010
Neg LogProb(↓):   0.895774
Path Entropy(↓):  1.818932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the boy who could fly
Start Entity:     The Boy Who Could Fly
Gold Answer:      [['Fred Savage', 'Lucy Deakins', 'Jay Underwood', 'Bonnie Bedelia']]
Predicted Ans:    Lucy Deakins
Predicted Path:   The Boy Who Could Fly --[starred_actors]--> Lucy Deakins --[(INV) starred_actors]--> The Boy Who Could Fly --[starred_actors]--> Lucy Deakins
Path (Raw):       The Boy Who Could Fly --[starred_actors]--> Lucy Deakins --[(INV) starred_actors]--> The Boy Who Could Fly --[starred_actors]--> Lucy Deakins
Neg LogProb(↓):   0.382617
Path Entropy(↓):  0.736067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of voyage to the beginning of the world
Start Entity:     Voyage to the Beginning of the World
Gold Answer:      [['A Talking Picture', 'The Strange Case of Angelica', "Abraham's Valley", "I'm Going Home", 'Eccentricities of a Blonde-haired Girl', 'The Convent']]
Predicted Ans:    The Convent
Predicted Path:   Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> The Convent
Path (Raw):       Voyage to the Beginning of the World --[No Operation]--> Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> The Convent
Neg LogProb(↓):   0.827340
Path Entropy(↓):  1.195722
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for m. butterfly
Start Entity:     M. Butterfly
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   M. Butterfly --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       M. Butterfly --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.347545
Path Entropy(↓):  4.506631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with breathe in fall under
Start Entity:     Breathe In
Gold Answer:      [['Romance', 'Music', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Breathe In --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       Breathe In --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   0.533042
Path Entropy(↓):  1.355262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of butterflies are free
Start Entity:     Butterflies Are Free
Gold Answer:      [['Report to the Commissioner']]
Predicted Ans:    Report to the Commissioner
Predicted Path:   Butterflies Are Free --[directed_by]--> Milton Katselas --[(INV) directed_by]--> Report to the Commissioner
Path (Raw):       Butterflies Are Free --[directed_by]--> Milton Katselas --[(INV) directed_by]--> Report to the Commissioner --[No Operation]--> Report to the Commissioner
Neg LogProb(↓):   0.028272
Path Entropy(↓):  0.164503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of boca also starred in which films
Start Entity:     Boca
Gold Answer:      [['Latitudes']]
Predicted Ans:    Latitudes
Predicted Path:   Boca --[starred_actors]--> Daniel de Oliveira --[(INV) starred_actors]--> Latitudes
Path (Raw):       Boca --[starred_actors]--> Daniel de Oliveira --[No Operation]--> Daniel de Oliveira --[(INV) starred_actors]--> Latitudes
Neg LogProb(↓):   0.016063
Path Entropy(↓):  0.088966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by clara bryant
Start Entity:     Clara Bryant
Gold Answer:      [['Janet Tashjian']]
Predicted Ans:    Janet Tashjian
Predicted Path:   Clara Bryant --[(INV) starred_actors]--> Tru Confessions --[written_by]--> Janet Tashjian
Path (Raw):       Clara Bryant --[No Operation]--> Clara Bryant --[(INV) starred_actors]--> Tru Confessions --[written_by]--> Janet Tashjian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed call me kuchu
Start Entity:     Call Me Kuchu
Gold Answer:      [['Katherine Fairfax Wright']]
Predicted Ans:    Katherine Fairfax Wright
Predicted Path:   Call Me Kuchu --[directed_by]--> Katherine Fairfax Wright --[(INV) directed_by]--> Call Me Kuchu --[directed_by]--> Katherine Fairfax Wright
Path (Raw):       Call Me Kuchu --[directed_by]--> Katherine Fairfax Wright --[(INV) directed_by]--> Call Me Kuchu --[directed_by]--> Katherine Fairfax Wright
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of cathleen schine
Start Entity:     Cathleen Schine
Gold Answer:      [['Brian Skeet', 'Jack Finney']]
Predicted Ans:    Jack Finney
Predicted Path:   Cathleen Schine --[(INV) written_by]--> The Love Letter --[written_by]--> Jack Finney
Path (Raw):       Cathleen Schine --[No Operation]--> Cathleen Schine --[(INV) written_by]--> The Love Letter --[written_by]--> Jack Finney
Neg LogProb(↓):   0.176121
Path Entropy(↓):  0.561604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of blake t. evans
Start Entity:     Blake T. Evans
Gold Answer:      [['David S. Ward', 'Phil Sears']]
Predicted Ans:    Blake T. Evans
Predicted Path:   Blake T. Evans --[(INV) written_by]--> Flyboys --[written_by]--> Blake T. Evans
Path (Raw):       Blake T. Evans --[No Operation]--> Blake T. Evans --[(INV) written_by]--> Flyboys --[written_by]--> Blake T. Evans
Neg LogProb(↓):   0.005674
Path Entropy(↓):  0.035720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of valley of flowers
Start Entity:     Valley of Flowers
Gold Answer:      [['Christy Chung', 'Shawn Ku']]
Predicted Ans:    Naseeruddin Shah
Predicted Path:   Valley of Flowers --[directed_by]--> Pan Nalin --[(INV) directed_by]--> Valley of Flowers --[starred_actors]--> Naseeruddin Shah
Path (Raw):       Valley of Flowers --[directed_by]--> Pan Nalin --[(INV) directed_by]--> Valley of Flowers --[starred_actors]--> Naseeruddin Shah
Neg LogProb(↓):   0.000685
Path Entropy(↓):  0.005833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same actor of valley girl
Start Entity:     Valley Girl
Gold Answer:      [['Seeking Justice', 'The Weather Man', 'Lord of War', 'Left Behind', 'Moonstruck', 'Birdy', 'Matchstick Men', 'Leaving Las Vegas', 'Snake Eyes', 'Raising Arizona', 'Racing with the Moon', 'Bangkok Dangerous', 'It Could Happen to You', 'Knowing', 'My Chauffeur', 'World Trade Center', 'Deadfall', 'Kiss of Death', "The Sorcerer's Apprentice", 'Drive Angry', 'Season of the Witch', 'Trespass', 'Bringing Out the Dead', 'Honeymoon in Vegas', 'Stolen', 'Rage', 'Guarding Tess', 'Zandalee', "Vampire's Kiss", 'Windtalkers', 'Joe', 'Next', 'The Croods', 'Face/Off', 'The Wicker Man', 'National Treasure', 'Trapped in Paradise', 'The Family Man', 'The Frozen Ground', "Pee-wee's Big Adventure", 'The Boy in Blue', 'Waxwork', 'The Ant Bully', 'The Rock', 'Fire Birds', 'City of Angels']]
Predicted Ans:    Trapped in Paradise
Predicted Path:   Valley Girl --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise
Path (Raw):       Valley Girl --[starred_actors]--> Nicolas Cage --[No Operation]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise
Neg LogProb(↓):   0.703794
Path Entropy(↓):  1.782141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of jodhaa akbar
Start Entity:     Jodhaa Akbar
Gold Answer:      [['Ashutosh Gowariker']]
Predicted Ans:    Ashutosh Gowariker
Predicted Path:   Jodhaa Akbar --[written_by]--> Ashutosh Gowariker --[(INV) written_by]--> Jodhaa Akbar --[written_by]--> Ashutosh Gowariker
Path (Raw):       Jodhaa Akbar --[written_by]--> Ashutosh Gowariker --[(INV) written_by]--> Jodhaa Akbar --[written_by]--> Ashutosh Gowariker
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film madeline are written by who
Start Entity:     Madeline
Gold Answer:      [['Richard Rich', 'Ted Berman', 'Nancy Meyers', 'Chris Gerolmo', 'David Mamet', 'Ethan Coen', 'Lloyd Alexander', 'Lisa Cholodenko', 'Sam Raimi', 'Steve Kloves', 'David Franzoni', 'Terence Rattigan', 'Michael Chabon', 'Bruce Beresford', 'Anatole de Grunwald']]
Predicted Ans:    David Mamet
Predicted Path:   Madeline --[starred_actors]--> Nigel Hawthorne --[(INV) starred_actors]--> The Winslow Boy --[written_by]--> David Mamet
Path (Raw):       Madeline --[starred_actors]--> Nigel Hawthorne --[(INV) starred_actors]--> The Winslow Boy --[written_by]--> David Mamet
Neg LogProb(↓):   0.348105
Path Entropy(↓):  0.894667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film rhinestone were released in which years
Start Entity:     Rhinestone
Gold Answer:      [['1970', '2008', '1992', '1993', '2006', '1985', '1979', '2009', '2010', '1982', '2014', '1994', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2013', '1978', '2000', '1997', '1975', '1991', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Rhinestone --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Rhinestone --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.860341
Path Entropy(↓):  1.858688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the great lie
Start Entity:     The Great Lie
Gold Answer:      [['Greta Garbo', 'Millard Mitchell', 'Anne Baxter', 'Tyrone Power', 'Fay Bainter', 'Gene Tierney', 'Basil Rathbone', 'Ginger Rogers', 'Claude Rains', 'David Niven', 'Henry B. Walthall', 'Geraldine Fitzgerald', 'Jackie Cooper', 'George Brent', 'Bette Davis', 'Dorothy McGuire', 'Errol Flynn', 'Joan Blondell', 'Bill Murray', 'Marilyn Monroe', 'Burt Lancaster', 'Brenda Marshall', 'Theresa Russell', 'Alexis Smith', 'Robert Ames', 'Gloria Swanson', 'Catherine Hicks', 'Joan Fontaine', 'John Payne', 'Purnell Pratt', 'Victor Moore', 'Fred Allen', 'Charles Boyer', 'Edmund Gwenn', 'Denholm Elliott', 'Richard Barthelmess', 'Humphrey Bogart', 'Bonita Granville']]
Predicted Ans:    Joan Blondell
Predicted Path:   The Great Lie --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Nightmare Alley --[starred_actors]--> Joan Blondell
Path (Raw):       The Great Lie --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Nightmare Alley --[starred_actors]--> Joan Blondell
Neg LogProb(↓):   1.094133
Path Entropy(↓):  1.618189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of lookin'to get out
Start Entity:     Lookin' to Get Out
Gold Answer:      [['Bruce Dern', 'Ruth Gordon', "Michael O'Keefe", 'Jack Nicholson', 'Jane Fonda', 'Goldie Hawn', 'Lee Grant', 'Warren Beatty', 'Jack Warden', 'Rebecca De Mornay', 'Pearl Bailey', 'Diana Sands', 'Bud Cort', 'Vivian Pickles', 'Shirley MacLaine', 'Jon Voight', 'Melvyn Douglas', 'Ronny Cox', 'Melinda Dillon', 'Jeff Bridges', 'Gail Strickland', 'Randy Quaid', 'Julie Christie', 'David Carradine', 'Rosanna Arquette', 'Beau Bridges', 'Peter Sellers']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> The Last Detail --[starred_actors]--> Jack Nicholson
Path (Raw):       Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> The Last Detail --[starred_actors]--> Jack Nicholson
Neg LogProb(↓):   0.679554
Path Entropy(↓):  1.174520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by catherine keener
Start Entity:     catherine keener
Gold Answer:      [['Into the Wild', 'The Interpreter', 'An American Crime', 'Cyrus', 'Death to Smoochy', 'Living in Oblivion', 'Being John Malkovich']]
Predicted Ans:    An American Crime
Predicted Path:   catherine keener --[(INV) has_tags]--> An American Crime --[has_tags]--> catherine keener --[(INV) has_tags]--> An American Crime
Path (Raw):       catherine keener --[(INV) has_tags]--> An American Crime --[has_tags]--> catherine keener --[(INV) has_tags]--> An American Crime
Neg LogProb(↓):   0.013890
Path Entropy(↓):  0.092030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of my sister eileen was
Start Entity:     My Sister Eileen
Gold Answer:      [['Richard Quine']]
Predicted Ans:    Alexander Hall
Predicted Path:   My Sister Eileen --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[directed_by]--> Alexander Hall
Path (Raw):       My Sister Eileen --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[directed_by]--> Alexander Hall
Neg LogProb(↓):   0.772128
Path Entropy(↓):  1.160541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by van fischer were written by who
Start Entity:     Van Fischer
Gold Answer:      [['Tim Boughn']]
Predicted Ans:    Tim Boughn
Predicted Path:   Van Fischer --[(INV) directed_by]--> Neo Ned --[written_by]--> Tim Boughn
Path (Raw):       Van Fischer --[No Operation]--> Van Fischer --[(INV) directed_by]--> Neo Ned --[written_by]--> Tim Boughn
Neg LogProb(↓):   0.002761
Path Entropy(↓):  0.019004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of blue like jazz also starred in which films
Start Entity:     Blue Like Jazz
Gold Answer:      [['The Immaculate Conception of Little Dizzle']]
Predicted Ans:    Blue Like Jazz
Predicted Path:   Blue Like Jazz --[starred_actors]--> Tania Raymonde --[(INV) starred_actors]--> Blue Like Jazz
Path (Raw):       Blue Like Jazz --[starred_actors]--> Tania Raymonde --[No Operation]--> Tania Raymonde --[(INV) starred_actors]--> Blue Like Jazz
Neg LogProb(↓):   0.503058
Path Entropy(↓):  0.769583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film hot shots! part deux were released in which years
Start Entity:     Hot Shots! Part Deux
Gold Answer:      [['1980', '1993', '1967', '1984', '1939', '2004', '1982', '1973', '1994', '1956', '1995', '1948', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1986', '1988', '2000', '1949', '1997', '1975', '1966', '1950', '1991', '1987', '1969', '1952', '1958']]
Predicted Ans:    1994
Predicted Path:   Hot Shots! Part Deux --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[release_year]--> 1994
Path (Raw):       Hot Shots! Part Deux --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[release_year]--> 1994
Neg LogProb(↓):   1.209297
Path Entropy(↓):  2.191574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of broadway danny rose
Start Entity:     Broadway Danny Rose
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Broadway Danny Rose --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Broadway Danny Rose --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.373492
Path Entropy(↓):  1.591591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of the electric house
Start Entity:     The Electric House
Gold Answer:      [['Cops', 'The Scarecrow', 'Neighbors', 'The Goat', 'The Haunted House', 'Go West', 'The Love Nest', 'The Frozen North', 'The Blacksmith', 'Spite Marriage', 'The Balloonatic', 'The Cameraman', 'College', 'The General', 'Convict 13', 'Our Hospitality', "My Wife's Relations", 'Battling Butler', 'The Paleface', 'Seven Chances']]
Predicted Ans:    Neighbors
Predicted Path:   The Electric House --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors
Path (Raw):       The Electric House --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors --[No Operation]--> Neighbors
Neg LogProb(↓):   1.051845
Path Entropy(↓):  2.260732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by zsa zsa gabor
Start Entity:     Zsa Zsa Gabor
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Zsa Zsa Gabor --[(INV) starred_actors]--> Moulin Rouge --[has_genre]--> Drama
Path (Raw):       Zsa Zsa Gabor --[No Operation]--> Zsa Zsa Gabor --[(INV) starred_actors]--> Moulin Rouge --[has_genre]--> Drama
Neg LogProb(↓):   0.146572
Path Entropy(↓):  0.398321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of family life
Start Entity:     Family Life
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Family Life --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Family Life --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.290976
Path Entropy(↓):  4.509748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in lady of burlesque also appears in which films
Start Entity:     Lady of Burlesque
Gold Answer:      [['Remember the Night', 'Night Nurse', 'Annie Oakley', 'So Big!', 'The Violent Men', 'The Mad Miss Manton', 'No Man of Her Own', 'Baby Face', 'The Man with a Cloak', 'Crime of Passion', 'Forty Guns', 'Golden Boy', 'The Night Walker', 'The File on Thelma Jordon', 'Sorry, Wrong Number', 'East Side, West Side', 'Christmas in Connecticut', 'Union Pacific', 'California', 'Ladies of Leisure', 'Forbidden', 'Ball of Fire', 'A Message to Garcia', 'The Furies', 'Meet John Doe', "Internes Can't Take Money", 'The Strange Love of Martha Ivers', 'All I Desire', 'Red Salute', "There's Always Tomorrow", 'Stella Dallas', "B.F.'s Daughter", 'The Bitter Tea of General Yen', 'Jeopardy', 'The Two Mrs. Carrolls', 'Ladies They Talk About', 'Clash by Night', 'Executive Suite', 'Double Indemnity', 'Cry Wolf', 'Cattle Queen of Montana', 'You Belong to Me', 'The Miracle Woman', 'Witness to Murder', 'The Lady Eve']]
Predicted Ans:    Baby Face
Predicted Path:   Lady of Burlesque --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Baby Face
Path (Raw):       Lady of Burlesque --[starred_actors]--> Barbara Stanwyck --[No Operation]--> Barbara Stanwyck --[(INV) starred_actors]--> Baby Face
Neg LogProb(↓):   1.161381
Path Entropy(↓):  2.106008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the pallbearer
Start Entity:     The Pallbearer
Gold Answer:      [['Mike Newell', 'Robert D. Siegel', 'Alfonso Cuarón', 'Nat Faxon', 'Jim Rash', 'Peter Howitt', 'Paul Thomas Anderson', 'David Caesar', 'Wes Anderson', 'David Lean', 'Diarmuid Lawrence', 'Karen Moncrieff', 'John Madden', 'Jill Sprecher', 'Doug Ellin', 'Jon Favreau', 'Don Roos', 'Jocelyn Moorhouse', 'Shana Feste', 'David Kendall', 'Dennis Lee', 'Elissa Down', 'Andrew Davis', 'Jeff Nathanson', 'Steven Soderbergh', 'Kerry Conran', 'Pascal Chaumeil', 'Curtis Hanson', 'Stuart Blumberg', 'John Singleton', 'Shane Black', 'Anthony Minghella', 'Douglas McGrath', 'Mark Tonderai', 'Adam Elliot', 'Bruno Barreto', 'Neil LaBute', 'Michael Lembeck', 'Anthony Drazan', 'Clarence Brown', 'Brett Simon']]
Predicted Ans:    Neil LaBute
Predicted Path:   The Pallbearer --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Path (Raw):       The Pallbearer --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[directed_by]--> Neil LaBute
Neg LogProb(↓):   0.086634
Path Entropy(↓):  0.450623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by vanilla ice
Start Entity:     Vanilla Ice
Gold Answer:      [['Dale Resteghini']]
Predicted Ans:    Dale Resteghini
Predicted Path:   Vanilla Ice --[(INV) starred_actors]--> Da Hip Hop Witch --[written_by]--> Dale Resteghini
Path (Raw):       Vanilla Ice --[No Operation]--> Vanilla Ice --[(INV) starred_actors]--> Da Hip Hop Witch --[written_by]--> Dale Resteghini
Neg LogProb(↓):   0.010136
Path Entropy(↓):  0.056391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film out of the blue
Start Entity:     Out of the Blue
Gold Answer:      [['punk rock', 'dennis hopper']]
Predicted Ans:    james fox
Predicted Path:   Out of the Blue --[has_tags]--> james fox --[(INV) has_tags]--> Out of the Blue --[has_tags]--> james fox
Path (Raw):       Out of the Blue --[has_tags]--> james fox --[(INV) has_tags]--> Out of the Blue --[has_tags]--> james fox
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described by hilary swank
Start Entity:     hilary swank
Gold Answer:      [['Freedom Writers', 'Mary and Martha', "Boys Don't Cry", 'Conviction', 'The Black Dahlia', 'Insomnia', 'The Gift', 'The Next Karate Kid', 'Million Dollar Baby', 'The Reaping']]
Predicted Ans:    Save Me
Predicted Path:   hilary swank --[(INV) has_tags]--> Boys Don't Cry --[has_tags]--> gay --[(INV) has_tags]--> Save Me
Path (Raw):       hilary swank --[(INV) has_tags]--> Boys Don't Cry --[has_tags]--> gay --[(INV) has_tags]--> Save Me
Neg LogProb(↓):   0.699530
Path Entropy(↓):  1.234532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films can be described by chris cooper
Start Entity:     chris cooper
Gold Answer:      [['Syriana', 'Married Life', 'The Kingdom', 'The Patriot', 'October Sky', 'American Beauty', 'Lone Star']]
Predicted Ans:    Bernie
Predicted Path:   chris cooper --[(INV) has_tags]--> Lone Star --[has_tags]--> texas --[(INV) has_tags]--> Bernie
Path (Raw):       chris cooper --[(INV) has_tags]--> Lone Star --[has_tags]--> texas --[(INV) has_tags]--> Bernie
Neg LogProb(↓):   0.384188
Path Entropy(↓):  0.680454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of hope and glory
Start Entity:     Hope and Glory
Gold Answer:      [['Geoffrey Rush', 'Billie Whitelaw', 'Sara Kestelman', 'Buster Keaton', 'Ashley Judd', 'Marcello Mastroianni', 'Adrian Dunbar', 'Uma Thurman', 'Dabney Coleman', 'Stockard Channing', 'Brendan Gleeson', 'Pierce Brosnan', 'Nicholas Clay', 'Cherie Lunghi', 'Helen Mirren', 'Jamie Lee Curtis', 'Sean Connery', 'Charlotte Rampling', 'Natalie Portman', 'Nigel Terry', 'Joan Cusack', 'Kim Cattrall']]
Predicted Ans:    Sean Connery
Predicted Path:   Hope and Glory --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[starred_actors]--> Sean Connery
Path (Raw):       Hope and Glory --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.374533
Path Entropy(↓):  1.028923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed 2 days in new york
Start Entity:     2 Days in New York
Gold Answer:      [['Daniel Brühl', 'William Hurt', 'Julie Delpy']]
Predicted Ans:    Julie Delpy
Predicted Path:   2 Days in New York --[directed_by]--> Julie Delpy --[(INV) directed_by]--> 2 Days in Paris --[starred_actors]--> Julie Delpy
Path (Raw):       2 Days in New York --[directed_by]--> Julie Delpy --[(INV) directed_by]--> 2 Days in Paris --[starred_actors]--> Julie Delpy
Neg LogProb(↓):   0.382041
Path Entropy(↓):  0.625609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the westerner were in which languages
Start Entity:     The Westerner
Gold Answer:      [['English', 'Polish', 'Spanish', 'German']]
Predicted Ans:    English
Predicted Path:   The Westerner --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       The Westerner --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.359303
Path Entropy(↓):  0.741406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of yoshikazu kotani starred movies
Start Entity:     Yoshikazu Kotani
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Yoshikazu Kotani --[(INV) starred_actors]--> Boys Love --[release_year]--> 2006
Path (Raw):       Yoshikazu Kotani --[No Operation]--> Yoshikazu Kotani --[(INV) starred_actors]--> Boys Love --[release_year]--> 2006
Neg LogProb(↓):   0.000190
Path Entropy(↓):  0.001817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the men were released in which years
Start Entity:     The Men
Gold Answer:      [['2009', '1972', '1957', '1950', '1961', '1952']]
Predicted Ans:    1961
Predicted Path:   The Men --[written_by]--> Carl Foreman --[(INV) written_by]--> The Guns of Navarone --[release_year]--> 1961
Path (Raw):       The Men --[written_by]--> Carl Foreman --[(INV) written_by]--> The Guns of Navarone --[release_year]--> 1961
Neg LogProb(↓):   0.033010
Path Entropy(↓):  0.171701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by road to bali actors
Start Entity:     Road to Bali
Gold Answer:      [['Cecil B. DeMille', 'Norman Taurog', 'Buster Keaton', 'John Huston', 'Gordon Douglas', 'Leslie Fenton', 'Blake Edwards', 'Rouben Mamoulian', 'Hal Walker', 'Norman Panama', 'Frank Tashlin', 'Billy Wilder', 'Henry Hathaway', 'Raoul Walsh', 'King Vidor', 'John Ford', 'George Marshall', 'Michael Curtiz', 'Robert Lewis', 'Henry King', 'Frank Capra', 'Jack Arnold', 'Elliott Nugent', 'Herbert Ross', 'Victor Schertzinger', 'Charles Walters', 'Leo McCarey', 'Theodore Reed', 'George Seaton', 'Melvin Frank', 'Paul Leni', 'Norman Jewison', 'George Stevens', 'David Butler', 'Sidney Lanfield', 'Norman Z. McLeod', 'Mark Sandrich', 'Stuart Heisler']]
Predicted Ans:    George Seaton
Predicted Path:   Road to Bali --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[directed_by]--> George Seaton
Path (Raw):       Road to Bali --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[directed_by]--> George Seaton
Neg LogProb(↓):   0.638382
Path Entropy(↓):  1.201791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of autumn in new york
Start Entity:     Autumn in New York
Gold Answer:      [['Amanda Seyfried', 'Josh Hartnett', 'Samuel L. Jackson']]
Predicted Ans:    Josh Hartnett
Predicted Path:   Autumn in New York --[written_by]--> Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Path (Raw):       Autumn in New York --[written_by]--> Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Neg LogProb(↓):   0.002522
Path Entropy(↓):  0.019031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote raging phoenix
Start Entity:     Raging Phoenix
Gold Answer:      [['Rashane Limtrakul']]
Predicted Ans:    Rashane Limtrakul
Predicted Path:   Raging Phoenix --[written_by]--> Rashane Limtrakul --[(INV) written_by]--> Raging Phoenix --[written_by]--> Rashane Limtrakul
Path (Raw):       Raging Phoenix --[written_by]--> Rashane Limtrakul --[(INV) written_by]--> Raging Phoenix --[written_by]--> Rashane Limtrakul
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by stacy cochran were in which genres
Start Entity:     Stacy Cochran
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Stacy Cochran --[(INV) directed_by]--> My New Gun --[has_genre]--> Comedy
Path (Raw):       Stacy Cochran --[No Operation]--> Stacy Cochran --[(INV) directed_by]--> My New Gun --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with stan lee
Start Entity:     Stan Lee
Gold Answer:      [['David Koepp', 'Larry Lieber', 'Don Heck', 'Hawk Ostby', 'Matt Holloway', 'Art Marcum', 'Jack Kirby', 'Mark Fergus', 'Steve Ditko']]
Predicted Ans:    David Koepp
Predicted Path:   Stan Lee --[(INV) written_by]--> Spider-Man --[written_by]--> David Koepp
Path (Raw):       Stan Lee --[No Operation]--> Stan Lee --[(INV) written_by]--> Spider-Man --[written_by]--> David Koepp
Neg LogProb(↓):   0.126752
Path Entropy(↓):  0.480624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the boxtrolls were released in which years
Start Entity:     The Boxtrolls
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   The Boxtrolls --[directed_by]--> Anthony Stacchi --[(INV) directed_by]--> Open Season --[release_year]--> 2006
Path (Raw):       The Boxtrolls --[directed_by]--> Anthony Stacchi --[(INV) directed_by]--> Open Season --[release_year]--> 2006
Neg LogProb(↓):   0.009534
Path Entropy(↓):  0.059022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the madagascar penguins in a christmas caper
Start Entity:     The Madagascar Penguins in a Christmas Caper
Gold Answer:      [['Gary Trousdale']]
Predicted Ans:    Gary Trousdale
Predicted Path:   The Madagascar Penguins in a Christmas Caper --[directed_by]--> Gary Trousdale --[(INV) directed_by]--> Shrek the Halls --[directed_by]--> Gary Trousdale
Path (Raw):       The Madagascar Penguins in a Christmas Caper --[directed_by]--> Gary Trousdale --[(INV) directed_by]--> Shrek the Halls --[directed_by]--> Gary Trousdale
Neg LogProb(↓):   0.089570
Path Entropy(↓):  0.354249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with catherine ryan hyde
Start Entity:     Catherine Ryan Hyde
Gold Answer:      [['Leslie Dixon']]
Predicted Ans:    Leslie Dixon
Predicted Path:   Catherine Ryan Hyde --[(INV) written_by]--> Pay It Forward --[written_by]--> Leslie Dixon
Path (Raw):       Catherine Ryan Hyde --[No Operation]--> Catherine Ryan Hyde --[(INV) written_by]--> Pay It Forward --[written_by]--> Leslie Dixon
Neg LogProb(↓):   0.002358
Path Entropy(↓):  0.017479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by wilfred jackson release
Start Entity:     Wilfred Jackson
Gold Answer:      [['1997', '1950', '1940', '2002', '2015', '1914', '1937']]
Predicted Ans:    1940
Predicted Path:   Wilfred Jackson --[(INV) directed_by]--> Pinocchio --[release_year]--> 1940
Path (Raw):       Wilfred Jackson --[No Operation]--> Wilfred Jackson --[(INV) directed_by]--> Pinocchio --[release_year]--> 1940
Neg LogProb(↓):   0.218605
Path Entropy(↓):  0.703492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the king were released in which years
Start Entity:     The King
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   The King --[written_by]--> James Marsh --[(INV) written_by]--> Wisconsin Death Trip --[release_year]--> 1999
Path (Raw):       The King --[written_by]--> James Marsh --[(INV) written_by]--> Wisconsin Death Trip --[release_year]--> 1999
Neg LogProb(↓):   0.236203
Path Entropy(↓):  0.520007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did joe forte write
Start Entity:     Joe Forte
Gold Answer:      [['Firewall']]
Predicted Ans:    Firewall
Predicted Path:   Joe Forte --[(INV) written_by]--> Firewall --[written_by]--> Joe Forte --[(INV) written_by]--> Firewall
Path (Raw):       Joe Forte --[(INV) written_by]--> Firewall --[written_by]--> Joe Forte --[(INV) written_by]--> Firewall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the hunt for gollum
Start Entity:     The Hunt for Gollum
Gold Answer:      [['Chris Bouchard']]
Predicted Ans:    Chris Bouchard
Predicted Path:   The Hunt for Gollum --[directed_by]--> Chris Bouchard --[(INV) directed_by]--> The Hunt for Gollum --[directed_by]--> Chris Bouchard
Path (Raw):       The Hunt for Gollum --[directed_by]--> Chris Bouchard --[(INV) directed_by]--> The Hunt for Gollum --[directed_by]--> Chris Bouchard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by tom arnold
Start Entity:     Tom Arnold
Gold Answer:      [['Jessy Terrero', 'Damian Harris', 'Dax Shepard', 'Brandon Beckner', 'Ron Oliver', 'Steve Miner', 'David Palmer', 'Chris Columbus', 'Arthur Hiller']]
Predicted Ans:    Brandon Beckner
Predicted Path:   Tom Arnold --[(INV) starred_actors]--> Remarkable Power --[directed_by]--> Brandon Beckner
Path (Raw):       Tom Arnold --[No Operation]--> Tom Arnold --[(INV) starred_actors]--> Remarkable Power --[directed_by]--> Brandon Beckner
Neg LogProb(↓):   0.955965
Path Entropy(↓):  1.250379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie spies like us
Start Entity:     Spies Like Us
Gold Answer:      [['Andrew Solt', 'George Armitage', 'Stephen Herek', 'Michael Pressman', 'Tom Mankiewicz', 'Buster Keaton', 'Ivan Reitman', 'Ken Shapiro', 'Bob Clark', 'Jay Sandrich', 'John Landis', 'William Friedkin', 'Richard Benjamin', 'Stephen Kessler', 'Vincent Sherman', 'Eric Brevig', 'Jonathan Lynn', 'Colin Higgins', 'Malcolm Leo', 'John Carpenter', 'Nicholas Stoller', 'George Roy Hill', 'Harvey Miller', 'Howard Zieff', 'Howard Deutch', 'Steve Barron', 'John G. Avildsen', 'Peter Hewitt', 'Steven Spielberg', 'Harold Ramis', 'Garry Marshall', 'Tom DeCerchio', 'Michael Ritchie']]
Predicted Ans:    Stephen Herek
Predicted Path:   Spies Like Us --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Path (Raw):       Spies Like Us --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Neg LogProb(↓):   1.038390
Path Entropy(↓):  1.596612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Not of this earth, when was it released
Start Entity:     Not of This Earth
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Not of This Earth --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Not of This Earth --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   2.565458
Path Entropy(↓):  3.957377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Baltasar kormakur was the director on which movies
Start Entity:     Baltasar Kormákur
Gold Answer:      [['Contraband', '101 Reykjavík', 'Inhale', '2 Guns', 'The Sea', 'Jar City', 'A Little Trip to Heaven', 'The Deep']]
Predicted Ans:    Inhale
Predicted Path:   Baltasar Kormákur --[(INV) directed_by]--> Inhale --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> Inhale
Path (Raw):       Baltasar Kormákur --[(INV) directed_by]--> Inhale --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> Inhale
Neg LogProb(↓):   1.235306
Path Entropy(↓):  2.756302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by jesse metcalfe released
Start Entity:     Jesse Metcalfe
Gold Answer:      [['2008', '2006', '1956', '2009']]
Predicted Ans:    2008
Predicted Path:   Jesse Metcalfe --[(INV) starred_actors]--> The Other End of the Line --[release_year]--> 2008
Path (Raw):       Jesse Metcalfe --[No Operation]--> Jesse Metcalfe --[(INV) starred_actors]--> The Other End of the Line --[release_year]--> 2008
Neg LogProb(↓):   0.685450
Path Entropy(↓):  1.204661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of sgt. bilko also wrote movies
Start Entity:     Sgt. Bilko
Gold Answer:      [['Rat Race']]
Predicted Ans:    Sgt. Bilko
Predicted Path:   Sgt. Bilko --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko
Path (Raw):       Sgt. Bilko --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko --[No Operation]--> Sgt. Bilko
Neg LogProb(↓):   0.004522
Path Entropy(↓):  0.028873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by hanna schygulla were in which languages
Start Entity:     Hanna Schygulla
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Hanna Schygulla --[(INV) starred_actors]--> Beware of a Holy Whore --[in_language]--> German
Path (Raw):       Hanna Schygulla --[No Operation]--> Hanna Schygulla --[(INV) starred_actors]--> Beware of a Holy Whore --[in_language]--> German
Neg LogProb(↓):   0.053216
Path Entropy(↓):  0.204310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film high road to china
Start Entity:     High Road to China
Gold Answer:      [['Alistair MacLean', 'Lawrence Sanders', 'Mann Rubin']]
Predicted Ans:    Alistair MacLean
Predicted Path:   High Road to China --[directed_by]--> Brian G. Hutton --[(INV) directed_by]--> Where Eagles Dare --[written_by]--> Alistair MacLean
Path (Raw):       High Road to China --[directed_by]--> Brian G. Hutton --[(INV) directed_by]--> Where Eagles Dare --[written_by]--> Alistair MacLean
Neg LogProb(↓):   0.000633
Path Entropy(↓):  0.005497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by keith jordan
Start Entity:     Keith Jordan
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Keith Jordan --[(INV) starred_actors]--> Make the Yuletide Gay --[has_genre]--> Comedy
Path (Raw):       Keith Jordan --[No Operation]--> Keith Jordan --[(INV) starred_actors]--> Make the Yuletide Gay --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter aron ralston co - wrote films with who
Start Entity:     Aron Ralston
Gold Answer:      [['Danny Boyle', 'Simon Beaufoy']]
Predicted Ans:    Simon Beaufoy
Predicted Path:   Aron Ralston --[(INV) written_by]--> 127 Hours --[written_by]--> Simon Beaufoy
Path (Raw):       Aron Ralston --[No Operation]--> Aron Ralston --[(INV) written_by]--> 127 Hours --[written_by]--> Simon Beaufoy
Neg LogProb(↓):   0.033956
Path Entropy(↓):  0.169066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the passionate friends were in which genres
Start Entity:     The Passionate Friends
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Passionate Friends --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[has_genre]--> Drama
Path (Raw):       The Passionate Friends --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[has_genre]--> Drama
Neg LogProb(↓):   0.241440
Path Entropy(↓):  0.755916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in thor heyerdahl directed movies
Start Entity:     Thor Heyerdahl
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Thor Heyerdahl --[(INV) directed_by]--> Kon-Tiki --[in_language]--> Norwegian
Path (Raw):       Thor Heyerdahl --[No Operation]--> Thor Heyerdahl --[(INV) directed_by]--> Kon-Tiki --[in_language]--> Norwegian
Neg LogProb(↓):   0.869251
Path Entropy(↓):  1.135245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with alice adams fall under
Start Entity:     Alice Adams
Gold Answer:      [['Biography', 'Musical', 'Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Alice Adams --[written_by]--> Jane Murfin --[(INV) written_by]--> Come and Get It --[has_genre]--> Drama
Path (Raw):       Alice Adams --[written_by]--> Jane Murfin --[(INV) written_by]--> Come and Get It --[has_genre]--> Drama
Neg LogProb(↓):   0.732236
Path Entropy(↓):  1.097040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film shades of ray
Start Entity:     Shades of Ray
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Shades of Ray --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Path (Raw):       Shades of Ray --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Neg LogProb(↓):   3.669451
Path Entropy(↓):  4.788812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jet li starred movies
Start Entity:     Jet Li
Gold Answer:      [['Ken Kaufman', 'David Agosto', 'John Fusco', 'Gordon Chan', 'Sylvester Stallone', 'Luc Besson', 'Richard Wenk', 'Paul Thomas Anderson', 'James Wong', 'Rafael Yglesias']]
Predicted Ans:    Ken Kaufman
Predicted Path:   Jet Li --[(INV) starred_actors]--> The Expendables 2 --[written_by]--> Ken Kaufman
Path (Raw):       Jet Li --[No Operation]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[written_by]--> Ken Kaufman
Neg LogProb(↓):   1.084406
Path Entropy(↓):  2.406135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film high tension
Start Entity:     High Tension
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   High Tension --[release_year]--> 2003 --[(INV) release_year]--> Anything Else --[release_year]--> 2003
Path (Raw):       High Tension --[release_year]--> 2003 --[(INV) release_year]--> Anything Else --[release_year]--> 2003
Neg LogProb(↓):   3.744738
Path Entropy(↓):  4.778294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is about cherry
Start Entity:     About Cherry
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   About Cherry --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       About Cherry --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.176242
Path Entropy(↓):  4.375976
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by crosbie garstin
Start Entity:     Crosbie Garstin
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Crosbie Garstin --[(INV) written_by]--> China Seas --[has_genre]--> Adventure
Path (Raw):       Crosbie Garstin --[No Operation]--> Crosbie Garstin --[(INV) written_by]--> China Seas --[has_genre]--> Adventure
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by anthony swofford
Start Entity:     Anthony Swofford
Gold Answer:      [['Jamie Foxx', 'Jake Gyllenhaal', 'Peter Sarsgaard']]
Predicted Ans:    Jamie Foxx
Predicted Path:   Anthony Swofford --[(INV) written_by]--> Jarhead --[starred_actors]--> Jamie Foxx
Path (Raw):       Anthony Swofford --[No Operation]--> Anthony Swofford --[(INV) written_by]--> Jarhead --[starred_actors]--> Jamie Foxx
Neg LogProb(↓):   0.093821
Path Entropy(↓):  0.308313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed without warning
Start Entity:     Without Warning
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Without Warning --[directed_by]--> Robert Iscove --[(INV) directed_by]--> Cinderella --[in_language]--> English
Path (Raw):       Without Warning --[directed_by]--> Robert Iscove --[(INV) directed_by]--> Cinderella --[in_language]--> English
Neg LogProb(↓):   1.161218
Path Entropy(↓):  1.327515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter peter chelsom co - wrote movies with who
Start Entity:     Peter Chelsom
Gold Answer:      [['Peter Flannery', 'Adrian Dunbar', 'Maria von Heland', 'Tinker Lindsay', 'François Lelord']]
Predicted Ans:    Peter Chelsom
Predicted Path:   Peter Chelsom --[(INV) written_by]--> Funny Bones --[written_by]--> Peter Chelsom
Path (Raw):       Peter Chelsom --[No Operation]--> Peter Chelsom --[(INV) written_by]--> Funny Bones --[written_by]--> Peter Chelsom
Neg LogProb(↓):   0.186314
Path Entropy(↓):  0.461995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by kissed actors
Start Entity:     Kissed
Gold Answer:      [['James Cox', 'Paul Gross', 'Wayne Wang']]
Predicted Ans:    James Cox
Predicted Path:   Kissed --[starred_actors]--> Molly Parker --[(INV) starred_actors]--> Wonderland --[written_by]--> James Cox
Path (Raw):       Kissed --[starred_actors]--> Molly Parker --[(INV) starred_actors]--> Wonderland --[written_by]--> James Cox
Neg LogProb(↓):   0.007639
Path Entropy(↓):  0.053225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with louise lasser
Start Entity:     Louise Lasser
Gold Answer:      [['Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Louise Lasser --[(INV) written_by]--> What's Up, Tiger Lily? --[written_by]--> Woody Allen
Path (Raw):       Louise Lasser --[No Operation]--> Louise Lasser --[(INV) written_by]--> What's Up, Tiger Lily? --[written_by]--> Woody Allen
Neg LogProb(↓):   0.001286
Path Entropy(↓):  0.009969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film nobody's fool
Start Entity:     Nobody's Fool
Gold Answer:      [['Beth Henley']]
Predicted Ans:    Beth Henley
Predicted Path:   Nobody's Fool --[written_by]--> Beth Henley --[(INV) written_by]--> Miss Firecracker --[written_by]--> Beth Henley
Path (Raw):       Nobody's Fool --[written_by]--> Beth Henley --[(INV) written_by]--> Miss Firecracker --[written_by]--> Beth Henley
Neg LogProb(↓):   0.454456
Path Entropy(↓):  0.927490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of scenes from the class struggle in beverly hills
Start Entity:     Scenes from the Class Struggle in Beverly Hills
Gold Answer:      [['Under the Volcano', 'End of the Game', 'The Thief Who Came to Dinner', 'Wild Orchid', 'The House of the Devil', 'The Idolmaker', 'Who Is Killing the Great Chefs of Europe?', 'Bullitt', 'Day for Night', 'Silent Night, Bloody Night', 'The Sweet Ride', 'Night of the Comet', 'Wise Guys', 'The Deep', 'The Sleepy Time Gal']]
Predicted Ans:    End of the Game
Predicted Path:   Scenes from the Class Struggle in Beverly Hills --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> End of the Game
Path (Raw):       Scenes from the Class Struggle in Beverly Hills --[starred_actors]--> Jacqueline Bisset --[No Operation]--> Jacqueline Bisset --[(INV) starred_actors]--> End of the Game
Neg LogProb(↓):   0.682551
Path Entropy(↓):  0.992056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by regis wargnier
Start Entity:     Régis Wargnier
Gold Answer:      [['Vietnamese', 'French']]
Predicted Ans:    Régis Wargnier
Predicted Path:   Régis Wargnier --[(INV) directed_by]--> Man to Man --[directed_by]--> Régis Wargnier
Path (Raw):       Régis Wargnier --[No Operation]--> Régis Wargnier --[(INV) directed_by]--> Man to Man --[directed_by]--> Régis Wargnier
Neg LogProb(↓):   0.003116
Path Entropy(↓):  0.023325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films directed by iraida malberti cabrera
Start Entity:     Iraida Malberti Cabrera
Gold Answer:      [['Malú Tarrau Broche']]
Predicted Ans:    Malú Tarrau Broche
Predicted Path:   Iraida Malberti Cabrera --[(INV) directed_by]--> Viva Cuba --[starred_actors]--> Malú Tarrau Broche
Path (Raw):       Iraida Malberti Cabrera --[No Operation]--> Iraida Malberti Cabrera --[(INV) directed_by]--> Viva Cuba --[starred_actors]--> Malú Tarrau Broche
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie men with brooms
Start Entity:     Men with Brooms
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Men with Brooms --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Path (Raw):       Men with Brooms --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Neg LogProb(↓):   3.737394
Path Entropy(↓):  4.839625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did derek lee act in
Start Entity:     Derek Lee
Gold Answer:      [['Afflicted']]
Predicted Ans:    Afflicted
Predicted Path:   Derek Lee --[(INV) starred_actors]--> Afflicted --[starred_actors]--> Derek Lee --[(INV) starred_actors]--> Afflicted
Path (Raw):       Derek Lee --[(INV) starred_actors]--> Afflicted --[starred_actors]--> Derek Lee --[(INV) starred_actors]--> Afflicted
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film naked weapon
Start Entity:     Naked Weapon
Gold Answer:      [['2006', '2011', '2013']]
Predicted Ans:    2011
Predicted Path:   Naked Weapon --[starred_actors]--> Daniel Wu --[(INV) starred_actors]--> Inseparable --[release_year]--> 2011
Path (Raw):       Naked Weapon --[starred_actors]--> Daniel Wu --[(INV) starred_actors]--> Inseparable --[release_year]--> 2011
Neg LogProb(↓):   0.286854
Path Entropy(↓):  0.818666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with junior fall under
Start Entity:     Junior
Gold Answer:      [['Sport', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Junior --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[has_genre]--> Comedy
Path (Raw):       Junior --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[has_genre]--> Comedy
Neg LogProb(↓):   0.160151
Path Entropy(↓):  0.627904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by chris pine release
Start Entity:     Chris Pine
Gold Answer:      [['2009', '2008', '2010', '2004', '2006', '2012', '2013']]
Predicted Ans:    2012
Predicted Path:   Chris Pine --[(INV) starred_actors]--> Rise of the Guardians --[release_year]--> 2012
Path (Raw):       Chris Pine --[No Operation]--> Chris Pine --[(INV) starred_actors]--> Rise of the Guardians --[release_year]--> 2012
Neg LogProb(↓):   0.861930
Path Entropy(↓):  1.303763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by michel serrault
Start Entity:     Michel Serrault
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Michel Serrault --[(INV) starred_actors]--> Deadly Circuit --[in_language]--> French
Path (Raw):       Michel Serrault --[No Operation]--> Michel Serrault --[(INV) starred_actors]--> Deadly Circuit --[in_language]--> French
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by katherine fairfax wright
Start Entity:     Katherine Fairfax Wright
Gold Answer:      [['David Kato']]
Predicted Ans:    David Kato
Predicted Path:   Katherine Fairfax Wright --[(INV) written_by]--> Call Me Kuchu --[starred_actors]--> David Kato
Path (Raw):       Katherine Fairfax Wright --[No Operation]--> Katherine Fairfax Wright --[(INV) written_by]--> Call Me Kuchu --[starred_actors]--> David Kato
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by kevin peter hall were released in which years
Start Entity:     Kevin Peter Hall
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Kevin Peter Hall --[(INV) starred_actors]--> Predator 2 --[release_year]--> 1990
Path (Raw):       Kevin Peter Hall --[No Operation]--> Kevin Peter Hall --[(INV) starred_actors]--> Predator 2 --[release_year]--> 1990
Neg LogProb(↓):   0.000354
Path Entropy(↓):  0.003167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the accidental husband actors release
Start Entity:     The Accidental Husband
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '1982', '2014', '1994', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '1964', '1997', '2000', '1966', '2005', '1991', '1987', '1969', '1928']]
Predicted Ans:    1964
Predicted Path:   The Accidental Husband --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Path (Raw):       The Accidental Husband --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   1.690833
Path Entropy(↓):  3.616089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of youth of the beast
Start Entity:     Youth of the Beast
Gold Answer:      [['Princess Raccoon', 'Gate of Flesh', 'Pistol Opera', 'Branded to Kill', 'Tokyo Drifter', 'Story of a Prostitute']]
Predicted Ans:    Story of a Prostitute
Predicted Path:   Youth of the Beast --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute
Path (Raw):       Youth of the Beast --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute --[No Operation]--> Story of a Prostitute
Neg LogProb(↓):   0.063862
Path Entropy(↓):  0.311460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe auto focus
Start Entity:     Auto Focus
Gold Answer:      [['greg kinnear', 'paul schrader']]
Predicted Ans:    paul schrader
Predicted Path:   Auto Focus --[has_tags]--> paul schrader --[(INV) has_tags]--> Auto Focus --[has_tags]--> paul schrader
Path (Raw):       Auto Focus --[has_tags]--> paul schrader --[(INV) has_tags]--> Auto Focus --[has_tags]--> paul schrader
Neg LogProb(↓):   0.142283
Path Entropy(↓):  0.391417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie two if by sea
Start Entity:     Two If by Sea
Gold Answer:      [['Denis Leary', 'Sandra Bullock']]
Predicted Ans:    Sandra Bullock
Predicted Path:   Two If by Sea --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Divine Secrets of the Ya-Ya Sisterhood --[starred_actors]--> Sandra Bullock
Path (Raw):       Two If by Sea --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Divine Secrets of the Ya-Ya Sisterhood --[starred_actors]--> Sandra Bullock
Neg LogProb(↓):   0.006707
Path Entropy(↓):  0.046970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is singin'in the rain
Start Entity:     Singin' in the Rain
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Singin' in the Rain --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Singin' in the Rain --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.568715
Path Entropy(↓):  4.521641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the outlaw in
Start Entity:     The Outlaw
Gold Answer:      [['French', 'Swahili', 'German']]
Predicted Ans:    German
Predicted Path:   The Outlaw --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       The Outlaw --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.039258
Path Entropy(↓):  0.172889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the discovery of heaven actors release
Start Entity:     The Discovery of Heaven
Gold Answer:      [['1998', '1997', '1992', '1989', '2010', '2004', '1994', '1977']]
Predicted Ans:    1977
Predicted Path:   The Discovery of Heaven --[starred_actors]--> Jeroen Krabbé --[(INV) starred_actors]--> Soldier of Orange --[release_year]--> 1977
Path (Raw):       The Discovery of Heaven --[starred_actors]--> Jeroen Krabbé --[(INV) starred_actors]--> Soldier of Orange --[release_year]--> 1977
Neg LogProb(↓):   0.052188
Path Entropy(↓):  0.283497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with eric wareheim
Start Entity:     Eric Wareheim
Gold Answer:      [['James Murphy', 'Tim Heidecker']]
Predicted Ans:    Tim Heidecker
Predicted Path:   Eric Wareheim --[(INV) starred_actors]--> The Comedy --[starred_actors]--> Tim Heidecker
Path (Raw):       Eric Wareheim --[No Operation]--> Eric Wareheim --[(INV) starred_actors]--> The Comedy --[starred_actors]--> Tim Heidecker
Neg LogProb(↓):   0.051951
Path Entropy(↓):  0.226634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in mirror mirror also appears in which films
Start Entity:     Mirror Mirror
Gold Answer:      [['The Birdcage', 'He Said, She Said', 'The Mexican', 'Stuck in Love', 'Mystic Pizza', 'The Lone Ranger', "Isn't She Great", 'Life with Mikey', "Charlie Wilson's War", 'The Producers', 'Mary Reilly', 'Titan A.E.', 'I Love Trouble', 'Dying Young', 'Duplicity', 'Stepmom', 'Hook', 'The Pelican Brief', 'Mona Lisa Smile', 'Erin Brockovich', 'Conspiracy Theory', 'Eat Pray Love', "America's Sweethearts", "My Best Friend's Wedding", 'Love, Rosie', 'Frankie and Johnny', 'Something to Talk About', 'Sleeping with the Enemy', 'Notting Hill', 'Pretty Woman', '2081', 'The Ant Bully', 'Closer', 'Flatliners', 'Runaway Bride', 'Blackout']]
Predicted Ans:    I Love Trouble
Predicted Path:   Mirror Mirror --[starred_actors]--> Julia Roberts --[(INV) starred_actors]--> I Love Trouble
Path (Raw):       Mirror Mirror --[starred_actors]--> Julia Roberts --[No Operation]--> Julia Roberts --[(INV) starred_actors]--> I Love Trouble
Neg LogProb(↓):   0.751222
Path Entropy(↓):  1.659720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by michael petroni
Start Entity:     Michael Petroni
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Michael Petroni --[(INV) directed_by]--> Till Human Voices Wake Us --[has_genre]--> Drama
Path (Raw):       Michael Petroni --[No Operation]--> Michael Petroni --[(INV) directed_by]--> Till Human Voices Wake Us --[has_genre]--> Drama
Neg LogProb(↓):   0.001408
Path Entropy(↓):  0.010649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the town is quiet also wrote which films
Start Entity:     The Town Is Quiet
Gold Answer:      [['Marius and Jeannette', 'The Snows of Kilimanjaro']]
Predicted Ans:    The Snows of Kilimanjaro
Predicted Path:   The Town Is Quiet --[written_by]--> Robert Guédiguian --[(INV) written_by]--> The Snows of Kilimanjaro
Path (Raw):       The Town Is Quiet --[written_by]--> Robert Guédiguian --[(INV) written_by]--> The Snows of Kilimanjaro --[No Operation]--> The Snows of Kilimanjaro
Neg LogProb(↓):   0.004341
Path Entropy(↓):  0.030868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the good thief were in which languages
Start Entity:     The Good Thief
Gold Answer:      [['Icelandic', 'French', 'English', 'German']]
Predicted Ans:    Icelandic
Predicted Path:   The Good Thief --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Path (Raw):       The Good Thief --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.000350
Path Entropy(↓):  0.003655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film diary of a cannibal
Start Entity:     Diary of a Cannibal
Gold Answer:      [['Ulli Lommel']]
Predicted Ans:    H.P. Lovecraft
Predicted Path:   Diary of a Cannibal --[written_by]--> Ulli Lommel --[(INV) written_by]--> The Tomb --[written_by]--> H.P. Lovecraft
Path (Raw):       Diary of a Cannibal --[written_by]--> Ulli Lommel --[(INV) written_by]--> The Tomb --[written_by]--> H.P. Lovecraft
Neg LogProb(↓):   0.035820
Path Entropy(↓):  0.165897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films written by jem cohen released
Start Entity:     Jem Cohen
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jem Cohen --[(INV) written_by]--> Museum Hours --[release_year]--> 2012
Path (Raw):       Jem Cohen --[No Operation]--> Jem Cohen --[(INV) written_by]--> Museum Hours --[release_year]--> 2012
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for welcome to new york
Start Entity:     Welcome to New York
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Welcome to New York --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Welcome to New York --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.594609
Path Entropy(↓):  4.633467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by karine sudan
Start Entity:     Karine Sudan
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Karine Sudan --[(INV) written_by]--> The Big Wedding --[release_year]--> 2013
Path (Raw):       Karine Sudan --[No Operation]--> Karine Sudan --[(INV) written_by]--> The Big Wedding --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film second honeymoon
Start Entity:     Second Honeymoon
Gold Answer:      [['1946', '1954', '1944', '1936', '1967', '1935', '1941', '1984', '2007', '1939', '1933', '1957', '1951', '1947', '1932', '1956', '1931', '1943', '1948', '1972', '1942', '1938', '1940', '2002', '2011', '1955', '1934', '1949', '1966', '1950', '1929', '1945', '1986', '1937', '1958', '1930']]
Predicted Ans:    1930
Predicted Path:   Second Honeymoon --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> The Devil to Pay! --[release_year]--> 1930
Path (Raw):       Second Honeymoon --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> The Devil to Pay! --[release_year]--> 1930
Neg LogProb(↓):   1.325324
Path Entropy(↓):  2.459393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of ransom starred who
Start Entity:     Ransom
Gold Answer:      [['Steve Martin', 'Joanne Whalley', 'Jean Reno', 'John Candy', 'Tom Cruise', 'Jennifer Jason Leigh', 'Marisa Tomei', 'Robert De Niro', 'Glenn Close', 'Bill Paxton', 'Ron Howard', 'Nancy Morgan', 'Daryl Hannah', 'Hume Cronyn', 'Henry Winkler', 'Michael Sheen', 'Dianne Wiest', 'Kurt Russell', 'Winona Ryder', 'William Baldwin', 'Brian Dennehy', 'Renée Zellweger', 'Paul Giamatti', 'Christopher Plummer', 'Audrey Tautou', 'Jason Robards', 'Warwick Davis', 'Gedde Watanabe', 'Kevin James', 'Ian McKellen', 'Nicole Kidman', 'Don Ameche', 'Wilford Brimley', 'Val Kilmer', 'Robert Duvall', 'Eugene Levy', 'Chris Hemsworth', 'Jennifer Connelly', 'Frank Langella', 'Russell Crowe', 'Donald Sutherland', 'Mary Steenburgen', 'Vince Vaughn', 'Daniel Brühl', 'Michael Keaton', 'Tom Hanks', 'Gary Sinise', 'Ed Harris', 'Jason Patric', 'Kevin Bacon', 'Jean Marsh', 'Shelley Long']]
Predicted Ans:    Kevin Bacon
Predicted Path:   Ransom --[directed_by]--> Ron Howard --[(INV) directed_by]--> Apollo 13 --[starred_actors]--> Kevin Bacon
Path (Raw):       Ransom --[directed_by]--> Ron Howard --[(INV) directed_by]--> Apollo 13 --[starred_actors]--> Kevin Bacon
Neg LogProb(↓):   1.045919
Path Entropy(↓):  1.695537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is 12 angry men about
Start Entity:     12 Angry Men
Gold Answer:      [['sidney lumet', 'drama', 'angry', 'court', 'national film registry']]
Predicted Ans:    angry
Predicted Path:   12 Angry Men --[has_tags]--> angry --[(INV) has_tags]--> Hulk --[has_tags]--> angry
Path (Raw):       12 Angry Men --[has_tags]--> angry --[(INV) has_tags]--> Hulk --[has_tags]--> angry
Neg LogProb(↓):   0.007855
Path Entropy(↓):  0.053707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with north by northwest fall under
Start Entity:     North by Northwest
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   North by Northwest --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Path (Raw):       North by Northwest --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Neg LogProb(↓):   1.290760
Path Entropy(↓):  1.882378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film go west
Start Entity:     Go West
Gold Answer:      [['Larry Gelbart', 'Dashiell Hammett', 'Edward F. Cline', 'Buster Keaton', 'Al Boasberg', 'Charles Henry Smith', 'Clyde Bruckman', 'Roi Cooper Megrue', 'John Boorman', 'Thomas Berger']]
Predicted Ans:    Buster Keaton
Predicted Path:   Go West --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[written_by]--> Buster Keaton
Path (Raw):       Go West --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[written_by]--> Buster Keaton
Neg LogProb(↓):   0.724210
Path Entropy(↓):  1.588399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie brother rat
Start Entity:     Brother Rat
Gold Answer:      [['Raoul Walsh', 'Vincent Sherman', 'Michael Curtiz', 'Frank Capra', 'Anatole Litvak', 'Alfred Hitchcock']]
Predicted Ans:    Bette Davis
Predicted Path:   Brother Rat --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Path (Raw):       Brother Rat --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.627947
Path Entropy(↓):  1.261263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of ruthanna hopper starred movies
Start Entity:     Ruthanna Hopper
Gold Answer:      [['Kevin Noland', 'Mathieu Demy']]
Predicted Ans:    Kevin Noland
Predicted Path:   Ruthanna Hopper --[(INV) starred_actors]--> Americano --[directed_by]--> Kevin Noland
Path (Raw):       Ruthanna Hopper --[No Operation]--> Ruthanna Hopper --[(INV) starred_actors]--> Americano --[directed_by]--> Kevin Noland
Neg LogProb(↓):   0.024492
Path Entropy(↓):  0.113944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film stonewall
Start Entity:     Stonewall
Gold Answer:      [['Neal Brennan', 'Dave Chappelle']]
Predicted Ans:    Martin Duberman
Predicted Path:   Stonewall --[starred_actors]--> Brendan Corbalis --[(INV) starred_actors]--> Stonewall --[written_by]--> Martin Duberman
Path (Raw):       Stonewall --[starred_actors]--> Brendan Corbalis --[(INV) starred_actors]--> Stonewall --[written_by]--> Martin Duberman
Neg LogProb(↓):   0.038737
Path Entropy(↓):  0.193905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by raul castro
Start Entity:     Raúl Castro
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Raúl Castro --[(INV) starred_actors]--> South of the Border --[has_genre]--> Documentary
Path (Raw):       Raúl Castro --[No Operation]--> Raúl Castro --[(INV) starred_actors]--> South of the Border --[has_genre]--> Documentary
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of julie davis directed films
Start Entity:     Julie Davis
Gold Answer:      [['Dan Bucatinsky']]
Predicted Ans:    Julie Davis
Predicted Path:   Julie Davis --[(INV) directed_by]--> I Love You, Don't Touch Me! --[written_by]--> Julie Davis
Path (Raw):       Julie Davis --[No Operation]--> Julie Davis --[(INV) directed_by]--> I Love You, Don't Touch Me! --[written_by]--> Julie Davis
Neg LogProb(↓):   0.456277
Path Entropy(↓):  0.842587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of black fury was
Start Entity:     Black Fury
Gold Answer:      [['Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Black Fury --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Path (Raw):       Black Fury --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.153057
Path Entropy(↓):  0.618049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the baran director
Start Entity:     Baran
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Baran --[directed_by]--> Majid Majidi --[(INV) directed_by]--> The Color of Paradise --[in_language]--> Persian
Path (Raw):       Baran --[directed_by]--> Majid Majidi --[(INV) directed_by]--> The Color of Paradise --[in_language]--> Persian
Neg LogProb(↓):   0.029452
Path Entropy(↓):  0.150518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Tom gustafson directed which films
Start Entity:     Tom Gustafson
Gold Answer:      [['Were the World Mine']]
Predicted Ans:    Were the World Mine
Predicted Path:   Tom Gustafson --[(INV) directed_by]--> Were the World Mine --[directed_by]--> Tom Gustafson --[(INV) directed_by]--> Were the World Mine
Path (Raw):       Tom Gustafson --[(INV) directed_by]--> Were the World Mine --[directed_by]--> Tom Gustafson --[(INV) directed_by]--> Were the World Mine
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with billy madison fall under
Start Entity:     Billy Madison
Gold Answer:      [['Family', 'Music', 'Sport', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Billy Madison --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Path (Raw):       Billy Madison --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Neg LogProb(↓):   0.900632
Path Entropy(↓):  2.007097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by s. r. bindler were released in which years
Start Entity:     S.R. Bindler
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   S.R. Bindler --[(INV) written_by]--> Surfer, Dude --[release_year]--> 2008
Path (Raw):       S.R. Bindler --[No Operation]--> S.R. Bindler --[(INV) written_by]--> Surfer, Dude --[release_year]--> 2008
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.002841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by martin goldsmith
Start Entity:     Martin Goldsmith
Gold Answer:      [['Ann Savage', 'Tom Neal', 'Sondre Krogtoft Larsen', 'Marte Christensen', 'Marie Windsor', 'Charles McGraw', 'Jacqueline White']]
Predicted Ans:    Charles McGraw
Predicted Path:   Martin Goldsmith --[(INV) written_by]--> The Narrow Margin --[starred_actors]--> Charles McGraw
Path (Raw):       Martin Goldsmith --[No Operation]--> Martin Goldsmith --[(INV) written_by]--> The Narrow Margin --[starred_actors]--> Charles McGraw
Neg LogProb(↓):   0.349275
Path Entropy(↓):  0.681075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the mortuary director release
Start Entity:     Mortuary
Gold Answer:      [['1995', '2000', '1990', '1993', '2004', '1982', '1985', '1953', '1981', '1986', '1974', '1977']]
Predicted Ans:    1981
Predicted Path:   Mortuary --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[release_year]--> 1981
Path (Raw):       Mortuary --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[release_year]--> 1981
Neg LogProb(↓):   1.084201
Path Entropy(↓):  2.081013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the tall t
Start Entity:     The Tall T
Gold Answer:      [['Keir Dullea', 'Robert Forster', 'Lois Nettleton', 'Jennifer Lopez', 'Mickey Rourke', 'Richard Boone', 'Clint Eastwood', 'Ernest Borgnine', 'Charlie Sheen', 'Raquel Welch', 'Randolph Scott', 'John Travolta', 'Burt Reynolds', 'Rod Taylor', 'George Clooney', 'Fredric March', 'Vanity', 'Pam Grier', 'Haley Joel Osment', 'Ben Johnson', 'Lee Marvin', 'Buddy Ebsen', 'Owen Wilson', 'Tom Selleck', 'Robert Culp', 'Gail Russell', 'John Wayne', 'Diane Lane', 'Paul Newman', 'Robert Duvall', 'Danny DeVito', 'Suzy Amis', 'Roy Scheider', 'Gene Hackman', 'Burt Lancaster', 'Gina Gershon', 'Bridget Fonda', 'Pernell Roberts', 'Karen Steele', 'Charles Bronson', 'Diane Cilento', 'Samuel L. Jackson', 'Susan Clark', 'Jon Cypher', 'Rene Russo', 'Rachel Duncan', 'Kelly McGillis', 'Peter Weller', 'Thomas Jane']]
Predicted Ans:    Randolph Scott
Predicted Path:   The Tall T --[written_by]--> Burt Kennedy --[(INV) written_by]--> The Tall T --[starred_actors]--> Randolph Scott
Path (Raw):       The Tall T --[written_by]--> Burt Kennedy --[(INV) written_by]--> The Tall T --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.713143
Path Entropy(↓):  1.217432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the dawn patrol were in which languages
Start Entity:     The Dawn Patrol
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Dawn Patrol --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       The Dawn Patrol --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.540820
Path Entropy(↓):  0.866061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of postman blues was who
Start Entity:     Postman Blues
Gold Answer:      [['SABU']]
Predicted Ans:    SABU
Predicted Path:   Postman Blues --[directed_by]--> SABU --[(INV) directed_by]--> Postman Blues --[directed_by]--> SABU
Path (Raw):       Postman Blues --[directed_by]--> SABU --[(INV) directed_by]--> Postman Blues --[directed_by]--> SABU
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did marc forster direct
Start Entity:     Marc Forster
Gold Answer:      [['Stay', 'The Kite Runner', 'Everything Put Together', 'Finding Neverland', 'Quantum of Solace', 'World War Z', "Monster's Ball", 'Machine Gun Preacher']]
Predicted Ans:    Everything Put Together
Predicted Path:   Marc Forster --[(INV) written_by]--> Everything Put Together --[written_by]--> Marc Forster --[(INV) written_by]--> Everything Put Together
Path (Raw):       Marc Forster --[(INV) written_by]--> Everything Put Together --[written_by]--> Marc Forster --[(INV) written_by]--> Everything Put Together
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by loren dean were written by who
Start Entity:     Loren Dean
Gold Answer:      [['E.L. Doctorow', 'Lawrence Kasdan', 'Tom Stoppard']]
Predicted Ans:    Lawrence Kasdan
Predicted Path:   Loren Dean --[(INV) starred_actors]--> Mumford --[written_by]--> Lawrence Kasdan
Path (Raw):       Loren Dean --[No Operation]--> Loren Dean --[(INV) starred_actors]--> Mumford --[written_by]--> Lawrence Kasdan
Neg LogProb(↓):   0.014414
Path Entropy(↓):  0.074981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of to each his own
Start Entity:     To Each His Own
Gold Answer:      [['Remember the Night', 'The Mating Season', 'The Big Broadcast of 1938', 'Arise, My Love', 'Kitty', 'Midnight', 'No Time for Love', 'No Man of Her Own', 'Easy Living', 'Golden Earrings', 'Hold Back the Dawn', "Frenchman's Creek"]]
Predicted Ans:    Easy Living
Predicted Path:   To Each His Own --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Easy Living
Path (Raw):       To Each His Own --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Easy Living --[No Operation]--> Easy Living
Neg LogProb(↓):   1.511934
Path Entropy(↓):  2.447847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the dove
Start Entity:     The Dove
Gold Answer:      [['1971', '1969', '1973', '1981', '1986', '1937', '1977']]
Predicted Ans:    1977
Predicted Path:   The Dove --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> The Other Side of Midnight --[release_year]--> 1977
Path (Raw):       The Dove --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> The Other Side of Midnight --[release_year]--> 1977
Neg LogProb(↓):   1.148653
Path Entropy(↓):  1.486212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director mark kitchell
Start Entity:     Mark Kitchell
Gold Answer:      [['Joan Baez']]
Predicted Ans:    Joan Baez
Predicted Path:   Mark Kitchell --[(INV) directed_by]--> Berkeley in the Sixties --[starred_actors]--> Joan Baez
Path (Raw):       Mark Kitchell --[No Operation]--> Mark Kitchell --[(INV) directed_by]--> Berkeley in the Sixties --[starred_actors]--> Joan Baez
Neg LogProb(↓):   0.000565
Path Entropy(↓):  0.005279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by marco hofschneider
Start Entity:     Marco Hofschneider
Gold Answer:      [['Agnieszka Holland', 'Solomon Perel']]
Predicted Ans:    Agnieszka Holland
Predicted Path:   Marco Hofschneider --[(INV) starred_actors]--> Europa Europa --[written_by]--> Agnieszka Holland
Path (Raw):       Marco Hofschneider --[No Operation]--> Marco Hofschneider --[(INV) starred_actors]--> Europa Europa --[written_by]--> Agnieszka Holland
Neg LogProb(↓):   0.034651
Path Entropy(↓):  0.148575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of the wild bunch
Start Entity:     The Wild Bunch
Gold Answer:      [['Ali MacGraw', 'Dustin Hoffman', 'Craig T. Nelson', 'Robert Preston', 'Ernest Borgnine', 'Kate Bosworth', 'Dennis Hopper', 'Randolph Scott', 'John Hurt', 'James Woods', 'James Caan', 'Jim Hutton', 'Alec Baldwin', 'Mariette Hartley', 'Ron Starr', 'Michael Madsen', 'Charlton Heston', 'Ben Johnson', 'Joel McCrea', 'Jason Robards', 'Steve Cochran', 'James Marsden', 'Kris Kristofferson', 'Warren Oates', 'Kim Basinger', 'Chill Wills', 'Susan George', 'Robert Duvall', 'Sally Struthers', 'Richard Harris', 'David Warner', 'Stella Stevens', 'James Coburn', 'Burt Young', 'Rutger Hauer', "Maureen O'Hara", 'Brian Keith', 'Ida Lupino', 'Steve McQueen']]
Predicted Ans:    William Holden
Predicted Path:   The Wild Bunch --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Wild Bunch --[starred_actors]--> William Holden
Path (Raw):       The Wild Bunch --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Wild Bunch --[starred_actors]--> William Holden
Neg LogProb(↓):   0.224313
Path Entropy(↓):  0.674645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films can be described by robert downey jr.
Start Entity:     robert downey jr.
Gold Answer:      [['Sherlock Holmes', 'Johnny Be Good']]
Predicted Ans:    Johnny Be Good
Predicted Path:   robert downey jr. --[(INV) has_tags]--> Johnny Be Good --[has_tags]--> robert downey jr. --[(INV) has_tags]--> Johnny Be Good
Path (Raw):       robert downey jr. --[(INV) has_tags]--> Johnny Be Good --[has_tags]--> robert downey jr. --[(INV) has_tags]--> Johnny Be Good
Neg LogProb(↓):   0.001523
Path Entropy(↓):  0.011487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by garrett hedlund released
Start Entity:     Garrett Hedlund
Gold Answer:      [['2005', '2012', '2014', '2010']]
Predicted Ans:    2014
Predicted Path:   Garrett Hedlund --[(INV) starred_actors]--> Unbroken --[release_year]--> 2014
Path (Raw):       Garrett Hedlund --[No Operation]--> Garrett Hedlund --[(INV) starred_actors]--> Unbroken --[release_year]--> 2014
Neg LogProb(↓):   0.233756
Path Entropy(↓):  0.718554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film summer with monika
Start Entity:     Summer with Monika
Gold Answer:      [['Mai Zetterling']]
Predicted Ans:    Mai Zetterling
Predicted Path:   Summer with Monika --[starred_actors]--> Harriet Andersson --[(INV) starred_actors]--> The Girls --[directed_by]--> Mai Zetterling
Path (Raw):       Summer with Monika --[starred_actors]--> Harriet Andersson --[(INV) starred_actors]--> The Girls --[directed_by]--> Mai Zetterling
Neg LogProb(↓):   0.016993
Path Entropy(↓):  0.097045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the circle
Start Entity:     The Circle
Gold Answer:      [['1995', '1975', '1997', '2003', '2006', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   The Circle --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> Closed Curtain --[release_year]--> 2013
Path (Raw):       The Circle --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> Closed Curtain --[release_year]--> 2013
Neg LogProb(↓):   1.565827
Path Entropy(↓):  1.725913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did judith rascoe write
Start Entity:     Judith Rascoe
Gold Answer:      [['Endless Love', "Who'll Stop the Rain"]]
Predicted Ans:    Who'll Stop the Rain
Predicted Path:   Judith Rascoe --[(INV) written_by]--> Who'll Stop the Rain --[written_by]--> Judith Rascoe --[(INV) written_by]--> Who'll Stop the Rain
Path (Raw):       Judith Rascoe --[(INV) written_by]--> Who'll Stop the Rain --[written_by]--> Judith Rascoe --[(INV) written_by]--> Who'll Stop the Rain
Neg LogProb(↓):   0.534649
Path Entropy(↓):  1.017163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does billy bob thornton act in
Start Entity:     Billy Bob Thornton
Gold Answer:      [['Armageddon', 'The Badge', 'The Judge', "Monster's Ball", 'Mr. Woodcock', "Jayne Mansfield's Car", "The Man Who Wasn't There", 'Pushing Tin', 'Daddy and Them', 'Some Folks Call It a Sling Blade', 'School for Scoundrels', 'Bad News Bears', 'U Turn', 'Puss in Boots', 'One False Move', 'Sling Blade', 'South of Heaven, West of Hell', 'The Alamo', 'Bandits', 'Bad Santa', 'A Simple Plan', 'Primary Colors', 'The Ice Harvest']]
Predicted Ans:    Sling Blade
Predicted Path:   Billy Bob Thornton --[(INV) starred_actors]--> Sling Blade --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Sling Blade
Path (Raw):       Billy Bob Thornton --[(INV) starred_actors]--> Sling Blade --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Sling Blade
Neg LogProb(↓):   0.156660
Path Entropy(↓):  0.665155
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of sherry hormann directed movies
Start Entity:     Sherry Hormann
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Sherry Hormann --[(INV) directed_by]--> Desert Flower --[release_year]--> 2009
Path (Raw):       Sherry Hormann --[No Operation]--> Sherry Hormann --[(INV) directed_by]--> Desert Flower --[release_year]--> 2009
Neg LogProb(↓):   0.000429
Path Entropy(↓):  0.003756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by john duigan released
Start Entity:     John Duigan
Gold Answer:      [['2012', '1987', '2004', '1991']]
Predicted Ans:    1987
Predicted Path:   John Duigan --[(INV) written_by]--> The Year My Voice Broke --[release_year]--> 1987
Path (Raw):       John Duigan --[No Operation]--> John Duigan --[(INV) written_by]--> The Year My Voice Broke --[release_year]--> 1987
Neg LogProb(↓):   0.404090
Path Entropy(↓):  0.867391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of fritz the cat also starred in which movies
Start Entity:     Fritz the Cat
Gold Answer:      [['The Nine Lives of Fritz the Cat']]
Predicted Ans:    Fritz the Cat
Predicted Path:   Fritz the Cat --[starred_actors]--> Skip Hinnant --[(INV) starred_actors]--> Fritz the Cat
Path (Raw):       Fritz the Cat --[No Operation]--> Fritz the Cat --[starred_actors]--> Skip Hinnant --[(INV) starred_actors]--> Fritz the Cat
Neg LogProb(↓):   0.392357
Path Entropy(↓):  0.793972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films was roberto fontanarrosa a writer on
Start Entity:     Roberto Fontanarrosa
Gold Answer:      [['Boogie']]
Predicted Ans:    Boogie
Predicted Path:   Roberto Fontanarrosa --[(INV) written_by]--> Boogie --[written_by]--> Roberto Fontanarrosa --[(INV) written_by]--> Boogie
Path (Raw):       Roberto Fontanarrosa --[(INV) written_by]--> Boogie --[written_by]--> Roberto Fontanarrosa --[(INV) written_by]--> Boogie
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by luke greenfield fall under
Start Entity:     Luke Greenfield
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Luke Greenfield --[(INV) written_by]--> Let's Be Cops --[has_genre]--> Comedy
Path (Raw):       Luke Greenfield --[No Operation]--> Luke Greenfield --[(INV) written_by]--> Let's Be Cops --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter fiona gordon co - wrote movies with who
Start Entity:     Fiona Gordon
Gold Answer:      [['Dominique Abel', 'Bruno Romy']]
Predicted Ans:    Fiona Gordon
Predicted Path:   Fiona Gordon --[(INV) written_by]--> The Fairy --[written_by]--> Fiona Gordon
Path (Raw):       Fiona Gordon --[No Operation]--> Fiona Gordon --[(INV) written_by]--> The Fairy --[written_by]--> Fiona Gordon
Neg LogProb(↓):   0.000180
Path Entropy(↓):  0.001874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by the thing with two heads actors
Start Entity:     The Thing with Two Heads
Gold Answer:      [['Jack Roffey', 'Helen Deutsch', 'Jonathan Latimer', 'John Morton', 'Dorothy Macardle', 'Philip Dunne', 'Edward Childs Carpenter', 'Robert Carson', 'Preston Sturges', 'Claude Binyon', 'Billy Wilder', 'Charles Brackett', 'Walter Reisch', 'Jacques Théry', 'Adele Comandini', 'Charles R. Jackson', 'Russell Rouse', 'Clarence Greene', 'Frederick Knott', 'Frank Butler', 'Abraham Polonsky', 'Kenneth Fearing', 'Thelma Strabel', 'Karl Tunberg', 'Vera Caspary', 'Jay Simms', 'Rosamond Marshall', 'Erich Segal']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Thing with Two Heads --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Major and the Minor --[written_by]--> Billy Wilder
Path (Raw):       The Thing with Two Heads --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Major and the Minor --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.735893
Path Entropy(↓):  1.857807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of matthias schweighofer starred movies
Start Entity:     Matthias Schweighöfer
Gold Answer:      [['2011', '1959', '2009']]
Predicted Ans:    2009
Predicted Path:   Matthias Schweighöfer --[(INV) starred_actors]--> Night Train --[release_year]--> 2009
Path (Raw):       Matthias Schweighöfer --[No Operation]--> Matthias Schweighöfer --[(INV) starred_actors]--> Night Train --[release_year]--> 2009
Neg LogProb(↓):   0.957123
Path Entropy(↓):  1.326497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie 7th heaven
Start Entity:     7th Heaven
Gold Answer:      [['George Cukor', 'Frank Borzage', 'Walter Lang', 'Richard Wallace', 'William A. Wellman', 'Henry King']]
Predicted Ans:    George Cukor
Predicted Path:   7th Heaven --[starred_actors]--> Janet Gaynor --[(INV) starred_actors]--> A Star Is Born --[directed_by]--> George Cukor
Path (Raw):       7th Heaven --[starred_actors]--> Janet Gaynor --[(INV) starred_actors]--> A Star Is Born --[directed_by]--> George Cukor
Neg LogProb(↓):   0.045055
Path Entropy(↓):  0.200870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by manoel de oliveira
Start Entity:     Manoel de Oliveira
Gold Answer:      [['John Malkovich', 'Leonor Silveira', 'Catherine Deneuve', 'Marcello Mastroianni']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Manoel de Oliveira --[(INV) directed_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Path (Raw):       Manoel de Oliveira --[No Operation]--> Manoel de Oliveira --[(INV) directed_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.619510
Path Entropy(↓):  0.989936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of alan b. mcelroy written films
Start Entity:     Alan B. McElroy
Gold Answer:      [['Rob Schmidt']]
Predicted Ans:    Rob Schmidt
Predicted Path:   Alan B. McElroy --[(INV) written_by]--> Wrong Turn --[directed_by]--> Rob Schmidt
Path (Raw):       Alan B. McElroy --[No Operation]--> Alan B. McElroy --[(INV) written_by]--> Wrong Turn --[directed_by]--> Rob Schmidt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by requiem for a dream actors
Start Entity:     Requiem for a Dream
Gold Answer:      [['Italian', 'Japanese']]
Predicted Ans:    Italian
Predicted Path:   Requiem for a Dream --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[in_language]--> Italian
Path (Raw):       Requiem for a Dream --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[in_language]--> Italian
Neg LogProb(↓):   0.002357
Path Entropy(↓):  0.018202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by jeremy roberts released
Start Entity:     Jeremy Roberts
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Jeremy Roberts --[(INV) starred_actors]--> Running Time --[release_year]--> 1997
Path (Raw):       Jeremy Roberts --[No Operation]--> Jeremy Roberts --[(INV) starred_actors]--> Running Time --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by sean crotty release
Start Entity:     Sean Crotty
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Sean Crotty --[(INV) directed_by]--> Stealing a Nation --[release_year]--> 2004
Path (Raw):       Sean Crotty --[No Operation]--> Sean Crotty --[(INV) directed_by]--> Stealing a Nation --[release_year]--> 2004
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to one potato, two potato
Start Entity:     One Potato, Two Potato
Gold Answer:      [['larry peerce']]
Predicted Ans:    larry peerce
Predicted Path:   One Potato, Two Potato --[has_tags]--> larry peerce --[(INV) has_tags]--> One Potato, Two Potato --[has_tags]--> larry peerce
Path (Raw):       One Potato, Two Potato --[has_tags]--> larry peerce --[(INV) has_tags]--> One Potato, Two Potato --[has_tags]--> larry peerce
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by paolo genovese
Start Entity:     Paolo Genovese
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paolo Genovese --[(INV) written_by]--> The Immature --[has_genre]--> Comedy
Path (Raw):       Paolo Genovese --[No Operation]--> Paolo Genovese --[(INV) written_by]--> The Immature --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by erich kastner release
Start Entity:     Erich Kästner
Gold Answer:      [['1961', '1998', '2010']]
Predicted Ans:    2010
Predicted Path:   Erich Kästner --[(INV) written_by]--> Animals United --[release_year]--> 2010
Path (Raw):       Erich Kästner --[No Operation]--> Erich Kästner --[(INV) written_by]--> Animals United --[release_year]--> 2010
Neg LogProb(↓):   0.350318
Path Entropy(↓):  0.811884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie bright eyes
Start Entity:     Bright Eyes
Gold Answer:      [['Nat Perrin', 'Sam Hellman', 'Samuel G. Engel', 'Philip Klein', 'Edward E. Paramore Jr.', 'James P. Judge', 'Walter Ferris', 'Ethel Hill', 'Vincent Lawrence', 'Maurice Maeterlinck', 'Walter Bullock', 'Jack Yellen', 'Julien Josephson', 'Harry Tugend', 'Gladys Lehman', 'Laura E. Richard', 'Arthur J. Beckhard', 'F. Hugh Herbert', 'Patterson McNutt', 'Sidney Sheldon', 'Leigh Janiak', 'Arthur Sheekman', 'William M. Conselman', 'William R. Lipman', 'Damon Runyon', 'John Taintor Foote', 'Melville Baker', 'Sylvia Thalberg', 'Tess Slesinger', 'Betty Smith', 'Walter Bernstein', 'Edwin J. Burke', 'Edward Peple', 'Rudyard Kipling', 'Frances Hodgson Burnett', 'Ernest Pascal', 'Paul Girard Smith', 'Charles Hoffman', 'Edith Kneipple Roberts', 'Eleanor Gates', 'Kate Douglas Wiggin', 'Karl Tunberg', 'Marion Parsonnet', 'Ralph Spence', 'Darrell Ware', 'Viña Delmar', 'Charles Martin', 'Don Ettlinger', 'Jack Kirkland']]
Predicted Ans:    Karl Tunberg
Predicted Path:   Bright Eyes --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg
Path (Raw):       Bright Eyes --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg
Neg LogProb(↓):   0.790952
Path Entropy(↓):  1.568136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in 100 rifles
Start Entity:     100 Rifles
Gold Answer:      [['Jim Brown', 'Burt Reynolds', 'Fernando Lamas', 'Raquel Welch']]
Predicted Ans:    Burt Reynolds
Predicted Path:   100 Rifles --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Path (Raw):       100 Rifles --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   1.046640
Path Entropy(↓):  1.890660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film drive, he said
Start Entity:     Drive, He Said
Gold Answer:      [['Jeremy Larner', 'Jack Nicholson']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Drive, He Said --[written_by]--> Jack Nicholson --[(INV) written_by]--> The Trip --[written_by]--> Jack Nicholson
Path (Raw):       Drive, He Said --[written_by]--> Jack Nicholson --[(INV) written_by]--> The Trip --[written_by]--> Jack Nicholson
Neg LogProb(↓):   0.062655
Path Entropy(↓):  0.296218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of maria full of grace
Start Entity:     Maria Full of Grace
Gold Answer:      [['Joshua Marston']]
Predicted Ans:    Joshua Marston
Predicted Path:   Maria Full of Grace --[written_by]--> Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[directed_by]--> Joshua Marston
Path (Raw):       Maria Full of Grace --[written_by]--> Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[directed_by]--> Joshua Marston
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director leni riefenstahl co - directed films with who
Start Entity:     Leni Riefenstahl
Gold Answer:      [['Béla Balázs']]
Predicted Ans:    Béla Balázs
Predicted Path:   Leni Riefenstahl --[(INV) directed_by]--> The Blue Light --[directed_by]--> Béla Balázs
Path (Raw):       Leni Riefenstahl --[No Operation]--> Leni Riefenstahl --[(INV) directed_by]--> The Blue Light --[directed_by]--> Béla Balázs
Neg LogProb(↓):   0.068707
Path Entropy(↓):  0.286152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie hallam foe
Start Entity:     Hallam Foe
Gold Answer:      [['2003']]
Predicted Ans:    2007
Predicted Path:   Hallam Foe --[written_by]--> Peter Jinks --[(INV) written_by]--> Hallam Foe --[release_year]--> 2007
Path (Raw):       Hallam Foe --[written_by]--> Peter Jinks --[(INV) written_by]--> Hallam Foe --[release_year]--> 2007
Neg LogProb(↓):   0.551923
Path Entropy(↓):  0.796690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film another 48 hrs. was written by who
Start Entity:     Another 48 Hrs.
Gold Answer:      [['Walter Hill', 'Eddie Murphy']]
Predicted Ans:    Walter Hill
Predicted Path:   Another 48 Hrs. --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[written_by]--> Walter Hill
Path (Raw):       Another 48 Hrs. --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[written_by]--> Walter Hill
Neg LogProb(↓):   0.729440
Path Entropy(↓):  1.357106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of james edward grant written films
Start Entity:     James Edward Grant
Gold Answer:      [['Allan Dwan', 'Burt Kennedy', 'Jack Conway']]
Predicted Ans:    James Edward Grant
Predicted Path:   James Edward Grant --[(INV) directed_by]--> Angel and the Badman --[directed_by]--> James Edward Grant
Path (Raw):       James Edward Grant --[No Operation]--> James Edward Grant --[(INV) directed_by]--> Angel and the Badman --[directed_by]--> James Edward Grant
Neg LogProb(↓):   0.104585
Path Entropy(↓):  0.335203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the luzhin defence are directed by who
Start Entity:     The Luzhin Defence
Gold Answer:      [['Philip Saville', 'David Koepp', 'Paul Thomas Anderson', 'Stephen Hopkins', 'Ethan Coen', 'Robert Redford', 'Richard E. Grant', 'John Turturro', 'Steven Brill', 'Alan Rudolph', 'Tony Bill', 'Spike Lee', 'Chris Noonan', 'Steven Spielberg', 'Julian Fellowes', 'Lars von Trier', 'Alan Parker']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   The Luzhin Defence --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins
Path (Raw):       The Luzhin Defence --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.409764
Path Entropy(↓):  1.084328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie all for the winner
Start Entity:     All for the Winner
Gold Answer:      [['2002']]
Predicted Ans:    1990
Predicted Path:   All for the Winner --[written_by]--> Jeffrey Lau --[(INV) written_by]--> All for the Winner --[release_year]--> 1990
Path (Raw):       All for the Winner --[written_by]--> Jeffrey Lau --[(INV) written_by]--> All for the Winner --[release_year]--> 1990
Neg LogProb(↓):   0.065358
Path Entropy(↓):  0.285835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the film never back down
Start Entity:     Never Back Down
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Never Back Down --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Never Back Down --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   2.241374
Path Entropy(↓):  3.485398
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of john g. avildsen directed movies
Start Entity:     John G. Avildsen
Gold Answer:      [['Thomas Berger', 'Thomas Rickman', 'Michael Schiffer', 'Bryce Courtenay', 'Warren Lane', 'Larry Gelbart', 'Buster Keaton', 'Claude Lelouch', 'Farah Khan', 'Sylvester Stallone', 'Joan Tewkesbury', 'Larry Brown', 'Robert Mark Kamen', 'Steve Shagan']]
Predicted Ans:    Larry Gelbart
Predicted Path:   John G. Avildsen --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       John G. Avildsen --[No Operation]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.980775
Path Entropy(↓):  1.995928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by yuki matsuoka fall under
Start Entity:     Yuki Matsuoka
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Yuki Matsuoka --[(INV) starred_actors]--> Appleseed --[has_genre]--> Action
Path (Raw):       Yuki Matsuoka --[No Operation]--> Yuki Matsuoka --[(INV) starred_actors]--> Appleseed --[has_genre]--> Action
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films knock on wood are written by who
Start Entity:     Knock on Wood
Gold Answer:      [['Melvin Frank', 'Norman Panama', 'Sheldon Keller', 'Denis Norden', 'Jack Rose', 'Al Capp']]
Predicted Ans:    Melvin Frank
Predicted Path:   Knock on Wood --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Strange Bedfellows --[written_by]--> Melvin Frank
Path (Raw):       Knock on Wood --[directed_by]--> Melvin Frank --[(INV) directed_by]--> Strange Bedfellows --[written_by]--> Melvin Frank
Neg LogProb(↓):   0.778703
Path Entropy(↓):  1.527709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by silent fall actors release
Start Entity:     Silent Fall
Gold Answer:      [['1980', '1992', '1993', '2006', '1974', '1984', '1977', '1998', '2009', '2010', '2004', '1982', '1973', '1995', '1976', '2001', '1990', '1989', '1996', '1981', '2011', '1988', '1978', '1964', '1997', '1975', '2000', '1991', '1999', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   Silent Fall --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Path (Raw):       Silent Fall --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   1.450964
Path Entropy(↓):  3.105980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of george w. george directed movies
Start Entity:     George W. George
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   George W. George --[(INV) directed_by]--> The James Dean Story --[release_year]--> 1957
Path (Raw):       George W. George --[No Operation]--> George W. George --[(INV) directed_by]--> The James Dean Story --[release_year]--> 1957
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie switchback were released in which years
Start Entity:     Switchback
Gold Answer:      [['1989', '1997', '1987']]
Predicted Ans:    1987
Predicted Path:   Switchback --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Full Metal Jacket --[release_year]--> 1987
Path (Raw):       Switchback --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Full Metal Jacket --[release_year]--> 1987
Neg LogProb(↓):   0.034502
Path Entropy(↓):  0.161985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film rock star were in which languages
Start Entity:     Rock Star
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Rock Star --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[in_language]--> English
Path (Raw):       Rock Star --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[in_language]--> English
Neg LogProb(↓):   0.684691
Path Entropy(↓):  0.909325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer john stalberg
Start Entity:     John Stalberg
Gold Answer:      [['Adrien Brody']]
Predicted Ans:    Adrien Brody
Predicted Path:   John Stalberg --[(INV) written_by]--> High School --[starred_actors]--> Adrien Brody
Path (Raw):       John Stalberg --[No Operation]--> John Stalberg --[(INV) written_by]--> High School --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.000285
Path Entropy(↓):  0.002773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed katzelmacher
Start Entity:     Katzelmacher
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Katzelmacher --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lili Marleen --[has_genre]--> Drama
Path (Raw):       Katzelmacher --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lili Marleen --[has_genre]--> Drama
Neg LogProb(↓):   1.085977
Path Entropy(↓):  1.431489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by natasha hovey were in which genres
Start Entity:     Natasha Hovey
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Natasha Hovey --[(INV) starred_actors]--> Demons --[has_genre]--> Horror
Path (Raw):       Natasha Hovey --[No Operation]--> Natasha Hovey --[(INV) starred_actors]--> Demons --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing tony
Start Entity:     Tony
Gold Answer:      [['serial killer']]
Predicted Ans:    serial killer
Predicted Path:   Tony --[has_tags]--> serial killer --[(INV) has_tags]--> Frisk --[has_tags]--> serial killer
Path (Raw):       Tony --[has_tags]--> serial killer --[(INV) has_tags]--> Frisk --[has_tags]--> serial killer
Neg LogProb(↓):   0.039982
Path Entropy(↓):  0.217443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with singin'in the rain in
Start Entity:     Singin' in the Rain
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Singin' in the Rain --[starred_actors]--> Jean Hagen --[(INV) starred_actors]--> The Shaggy Dog --[in_language]--> English
Path (Raw):       Singin' in the Rain --[starred_actors]--> Jean Hagen --[(INV) starred_actors]--> The Shaggy Dog --[in_language]--> English
Neg LogProb(↓):   0.176645
Path Entropy(↓):  0.448815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor klaus maria brandauer starred together with who
Start Entity:     Klaus Maria Brandauer
Gold Answer:      [['Meryl Streep', 'Seymour Cassel', 'Robert Redford', 'Michael Kitchen', 'Ethan Hawke', 'David Eberts', 'Faye Dunaway']]
Predicted Ans:    Klaus Maria Brandauer
Predicted Path:   Klaus Maria Brandauer --[(INV) starred_actors]--> Mephisto --[starred_actors]--> Klaus Maria Brandauer
Path (Raw):       Klaus Maria Brandauer --[No Operation]--> Klaus Maria Brandauer --[(INV) starred_actors]--> Mephisto --[starred_actors]--> Klaus Maria Brandauer
Neg LogProb(↓):   0.025635
Path Entropy(↓):  0.120093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote movies with kevin wade
Start Entity:     Kevin Wade
Gold Answer:      [['Chris Conrad']]
Predicted Ans:    Kevin Wade
Predicted Path:   Kevin Wade --[(INV) written_by]--> Junior --[written_by]--> Kevin Wade
Path (Raw):       Kevin Wade --[No Operation]--> Kevin Wade --[(INV) written_by]--> Junior --[written_by]--> Kevin Wade
Neg LogProb(↓):   0.004964
Path Entropy(↓):  0.036146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by o. j. simpson
Start Entity:     O.J. Simpson
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   O.J. Simpson --[(INV) starred_actors]--> Firepower --[has_genre]--> Thriller
Path (Raw):       O.J. Simpson --[No Operation]--> O.J. Simpson --[(INV) starred_actors]--> Firepower --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in firewall
Start Entity:     Firewall
Gold Answer:      [['Harrison Ford']]
Predicted Ans:    Harrison Ford
Predicted Path:   Firewall --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Frantic --[starred_actors]--> Harrison Ford
Path (Raw):       Firewall --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Frantic --[starred_actors]--> Harrison Ford
Neg LogProb(↓):   0.643293
Path Entropy(↓):  0.723408
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by uuno turhapuro armeijan leivissa writers release
Start Entity:     Uuno Turhapuro armeijan leivissä
Gold Answer:      [['1973']]
Predicted Ans:    1984
Predicted Path:   Uuno Turhapuro armeijan leivissä --[written_by]--> Spede Pasanen --[(INV) written_by]--> Uuno Turhapuro armeijan leivissä --[release_year]--> 1984
Path (Raw):       Uuno Turhapuro armeijan leivissä --[written_by]--> Spede Pasanen --[(INV) written_by]--> Uuno Turhapuro armeijan leivissä --[release_year]--> 1984
Neg LogProb(↓):   0.167078
Path Entropy(↓):  0.478603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of charles david directed films
Start Entity:     Charles David
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Charles David --[(INV) directed_by]--> Lady on a Train --[release_year]--> 1945
Path (Raw):       Charles David --[No Operation]--> Charles David --[(INV) directed_by]--> Lady on a Train --[release_year]--> 1945
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by samantha morton in
Start Entity:     Samantha Morton
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Samantha Morton --[(INV) directed_by]--> The Unloved --[has_genre]--> Drama
Path (Raw):       Samantha Morton --[No Operation]--> Samantha Morton --[(INV) directed_by]--> The Unloved --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie lock, stock and two smoking barrels were in which genres
Start Entity:     Lock, Stock and Two Smoking Barrels
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lock, Stock and Two Smoking Barrels --[written_by]--> Guy Ritchie --[(INV) written_by]--> Swept Away --[has_genre]--> Comedy
Path (Raw):       Lock, Stock and Two Smoking Barrels --[written_by]--> Guy Ritchie --[(INV) written_by]--> Swept Away --[has_genre]--> Comedy
Neg LogProb(↓):   1.089711
Path Entropy(↓):  1.402490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote nathalie...
Start Entity:     Nathalie...
Gold Answer:      [['Anne Fontaine', 'Atom Egoyan']]
Predicted Ans:    Anne Fontaine
Predicted Path:   Nathalie... --[written_by]--> Anne Fontaine --[(INV) written_by]--> Entre ses mains --[directed_by]--> Anne Fontaine
Path (Raw):       Nathalie... --[written_by]--> Anne Fontaine --[(INV) written_by]--> Entre ses mains --[directed_by]--> Anne Fontaine
Neg LogProb(↓):   1.064320
Path Entropy(↓):  1.484184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by advaita kala
Start Entity:     Advaita Kala
Gold Answer:      [['Vidya Balan', 'Parambrata Chatterjee']]
Predicted Ans:    Vidya Balan
Predicted Path:   Advaita Kala --[(INV) written_by]--> Kahaani --[starred_actors]--> Vidya Balan
Path (Raw):       Advaita Kala --[No Operation]--> Advaita Kala --[(INV) written_by]--> Kahaani --[starred_actors]--> Vidya Balan
Neg LogProb(↓):   0.008986
Path Entropy(↓):  0.051097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with casanova 70 were released in which years
Start Entity:     Casanova 70
Gold Answer:      [['1962', '1963', '1992', '1959', '1958', '1977']]
Predicted Ans:    1962
Predicted Path:   Casanova 70 --[written_by]--> Mario Monicelli --[(INV) written_by]--> Boccaccio '70 --[release_year]--> 1962
Path (Raw):       Casanova 70 --[written_by]--> Mario Monicelli --[(INV) written_by]--> Boccaccio '70 --[release_year]--> 1962
Neg LogProb(↓):   0.667118
Path Entropy(↓):  1.211296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was poor little rich girl directed by
Start Entity:     Poor Little Rich Girl
Gold Answer:      [['Irving Cummings']]
Predicted Ans:    Irving Cummings
Predicted Path:   Poor Little Rich Girl --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Just Around the Corner --[directed_by]--> Irving Cummings
Path (Raw):       Poor Little Rich Girl --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Just Around the Corner --[directed_by]--> Irving Cummings
Neg LogProb(↓):   0.331418
Path Entropy(↓):  0.596410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed third person
Start Entity:     Third Person
Gold Answer:      [['Russell Crowe', 'James Spader', 'Don Cheadle', 'Sandra Bullock', 'Holly Hunter', 'Elias Koteas', 'Deborah Kara Unger', 'Susan Sarandon', 'Elizabeth Banks', 'Tommy Lee Jones', 'Charlize Theron']]
Predicted Ans:    Don Cheadle
Predicted Path:   Third Person --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash --[starred_actors]--> Don Cheadle
Path (Raw):       Third Person --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.144183
Path Entropy(↓):  0.545166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of our town also wrote movies
Start Entity:     Our Town
Gold Answer:      [['The Matchmaker', 'Mr. North', 'The Bridge of San Luis Rey', 'Shadow of a Doubt', 'The Jolson Story', 'Sergeant York']]
Predicted Ans:    Sergeant York
Predicted Path:   Our Town --[written_by]--> Harry Chandlee --[(INV) written_by]--> Sergeant York
Path (Raw):       Our Town --[written_by]--> Harry Chandlee --[(INV) written_by]--> Sergeant York --[No Operation]--> Sergeant York
Neg LogProb(↓):   0.016110
Path Entropy(↓):  0.101808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the bride wore black director
Start Entity:     The Bride Wore Black
Gold Answer:      [['Blake Edwards', 'Marcel Moussy', 'Charles Williams', 'Henry James', 'Ray Bradbury', 'François Truffaut', 'Cornell Woolrich']]
Predicted Ans:    François Truffaut
Predicted Path:   The Bride Wore Black --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Path (Raw):       The Bride Wore Black --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Neg LogProb(↓):   1.001143
Path Entropy(↓):  1.674710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of harry stubbs
Start Entity:     Harry Stubbs
Gold Answer:      [['Mae Busch', 'Chester Morris']]
Predicted Ans:    Chester Morris
Predicted Path:   Harry Stubbs --[(INV) starred_actors]--> Alibi --[starred_actors]--> Chester Morris
Path (Raw):       Harry Stubbs --[No Operation]--> Harry Stubbs --[(INV) starred_actors]--> Alibi --[starred_actors]--> Chester Morris
Neg LogProb(↓):   0.086940
Path Entropy(↓):  0.290549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by valerie kaprisky
Start Entity:     Valérie Kaprisky
Gold Answer:      [['François Truffaut', 'Jim McBride']]
Predicted Ans:    Jim McBride
Predicted Path:   Valérie Kaprisky --[(INV) starred_actors]--> Breathless --[written_by]--> Jim McBride
Path (Raw):       Valérie Kaprisky --[No Operation]--> Valérie Kaprisky --[(INV) starred_actors]--> Breathless --[written_by]--> Jim McBride
Neg LogProb(↓):   0.276606
Path Entropy(↓):  0.580545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by pascale bailly released
Start Entity:     Pascale Bailly
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Pascale Bailly --[(INV) written_by]--> God Is Great and I'm Not --[release_year]--> 2001
Path (Raw):       Pascale Bailly --[No Operation]--> Pascale Bailly --[(INV) written_by]--> God Is Great and I'm Not --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by kevin dillon
Start Entity:     Kevin Dillon
Gold Answer:      [['Richard Herley', 'Meyer Levin', 'Frank Darabont', 'Andrew Klavan', 'Chuck Russell', 'Keith Gordon', 'Pat Verducci']]
Predicted Ans:    Pat Verducci
Predicted Path:   Kevin Dillon --[(INV) starred_actors]--> True Crime --[written_by]--> Pat Verducci
Path (Raw):       Kevin Dillon --[No Operation]--> Kevin Dillon --[(INV) starred_actors]--> True Crime --[written_by]--> Pat Verducci
Neg LogProb(↓):   0.751374
Path Entropy(↓):  1.418034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films sleepwalkers are written by who
Start Entity:     Sleepwalkers
Gold Answer:      [['Mick Garris', 'Clive Barker', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Sleepwalkers --[directed_by]--> Mick Garris --[(INV) directed_by]--> Riding the Bullet --[written_by]--> Stephen King
Path (Raw):       Sleepwalkers --[directed_by]--> Mick Garris --[(INV) directed_by]--> Riding the Bullet --[written_by]--> Stephen King
Neg LogProb(↓):   0.438293
Path Entropy(↓):  0.841765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does unmistaken child fall under
Start Entity:     Unmistaken Child
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Unmistaken Child --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Unmistaken Child --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.559603
Path Entropy(↓):  3.927164
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was shanker raman a writer on
Start Entity:     Shanker Raman
Gold Answer:      [['Frozen']]
Predicted Ans:    Frozen
Predicted Path:   Shanker Raman --[(INV) written_by]--> Frozen --[written_by]--> Shanker Raman --[(INV) written_by]--> Frozen
Path (Raw):       Shanker Raman --[(INV) written_by]--> Frozen --[written_by]--> Shanker Raman --[(INV) written_by]--> Frozen
Neg LogProb(↓):   0.001420
Path Entropy(↓):  0.011073
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of scream 4 were directed by who
Start Entity:     Scream 4
Gold Answer:      [['Jim Gillespie', 'Wes Craven', 'Kevin Williamson', 'Robert Rodriguez']]
Predicted Ans:    Wes Craven
Predicted Path:   Scream 4 --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[directed_by]--> Wes Craven
Path (Raw):       Scream 4 --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[directed_by]--> Wes Craven
Neg LogProb(↓):   0.186372
Path Entropy(↓):  0.562504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the devil's brigade
Start Entity:     The Devil's Brigade
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Devil's Brigade --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Path (Raw):       The Devil's Brigade --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Neg LogProb(↓):   2.429204
Path Entropy(↓):  3.469539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the body snatcher
Start Entity:     The Body Snatcher
Gold Answer:      [['1954', '1944', '2008', '1959', '1977', '1968', '1963', '1957', '1951', '1953', '1947', '1956', '1948', '1971', '2012', '1961', '1962', '2000', '1949', '1975', '1966', '1965', '1999', '1958']]
Predicted Ans:    1954
Predicted Path:   The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[release_year]--> 1954
Path (Raw):       The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   0.650267
Path Entropy(↓):  1.837774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by tygh runyan in
Start Entity:     Tygh Runyan
Gold Answer:      [['Drama', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Tygh Runyan --[(INV) starred_actors]--> Thirst --[has_genre]--> Drama
Path (Raw):       Tygh Runyan --[No Operation]--> Tygh Runyan --[(INV) starred_actors]--> Thirst --[has_genre]--> Drama
Neg LogProb(↓):   0.000515
Path Entropy(↓):  0.004723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of kramer vs. kramer
Start Entity:     Kramer vs. Kramer
Gold Answer:      [['Sally Field', 'Bruce Willis', 'Henry Fonda', 'John Denver', 'Marlon Brando', 'Anthony Hopkins', "Ryan O'Neal", 'Barry Brown', 'Lily Tomlin', 'Faye Dunaway', 'John Cusack', 'Jessica Tandy', 'Billy Bob Thornton', 'Ellen Barkin', 'Hume Cronyn', 'Ron Silver', 'Michael J. Pollard', 'Warren Beatty', 'Eric Roberts', 'Ned Beatty', 'George Burns', 'Chris Rock', 'Meryl Streep', 'Warren Oates', 'Kim Basinger', 'Amy Madigan', 'Paul Newman', 'Ted Wass', 'Roy Scheider', 'Gene Hackman', 'Susan Sarandon', 'Laurence Fishburne', 'Art Carney', 'Jeff Bridges', 'Mare Winningham', 'Roxanne Hart', 'Bill Macy', 'Kirk Douglas', 'Eugene Roche', 'Teri Garr', 'Melanie Griffith', 'Frank Langella', 'Kristen Stewart', 'Reese Witherspoon', 'Rosanna Arquette', 'Ed Harris', 'Joe Grifasi', 'Lindsay Crouse', 'Madeline Kahn', 'Christopher Reeve', 'Barbra Streisand']]
Predicted Ans:    Madeline Kahn
Predicted Path:   Kramer vs. Kramer --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Path (Raw):       Kramer vs. Kramer --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.450350
Path Entropy(↓):  1.311109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with my mother's castle were released in which years
Start Entity:     My Mother's Castle
Gold Answer:      [['1968', '1972', '1990', '1951', '1940', '1936', '1961', '1994', '1932', '1986', '2011', '1984']]
Predicted Ans:    1986
Predicted Path:   My Mother's Castle --[written_by]--> Marcel Pagnol --[(INV) written_by]--> Jean de Florette --[release_year]--> 1986
Path (Raw):       My Mother's Castle --[written_by]--> Marcel Pagnol --[(INV) written_by]--> Jean de Florette --[release_year]--> 1986
Neg LogProb(↓):   0.687524
Path Entropy(↓):  1.503079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by claudia myers were in which genres
Start Entity:     Claudia Myers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Claudia Myers --[(INV) written_by]--> Fort Bliss --[has_genre]--> Drama
Path (Raw):       Claudia Myers --[No Operation]--> Claudia Myers --[(INV) written_by]--> Fort Bliss --[has_genre]--> Drama
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of michael lucas
Start Entity:     Michael Lucas
Gold Answer:      [['Peter Templeman']]
Predicted Ans:    Michael Lucas
Predicted Path:   Michael Lucas --[(INV) written_by]--> Not Suitable for Children --[written_by]--> Michael Lucas
Path (Raw):       Michael Lucas --[No Operation]--> Michael Lucas --[(INV) written_by]--> Not Suitable for Children --[written_by]--> Michael Lucas
Neg LogProb(↓):   0.076688
Path Entropy(↓):  0.265953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter gus van sant co - wrote films with who
Start Entity:     Gus Van Sant
Gold Answer:      [['Walter Salles', 'Ethan Coen', 'Casey Affleck', 'Gurinder Chadha', 'Matt Damon', 'Wes Craven', 'Nobuhiro Suwa', 'Walt Curtis', 'Sylvain Chomet', 'Daniel Yost', 'Alfonso Cuarón', 'Tom Tykwer', 'James Fogle', 'Tom Robbins', 'Alexander Payne', 'Blake Nelson']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Gus Van Sant --[(INV) written_by]--> Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant
Path (Raw):       Gus Van Sant --[No Operation]--> Gus Van Sant --[(INV) written_by]--> Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant
Neg LogProb(↓):   0.056613
Path Entropy(↓):  0.268817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film kinky boots was directed by who
Start Entity:     Kinky Boots
Gold Answer:      [['Julian Jarrold']]
Predicted Ans:    Julian Jarrold
Predicted Path:   Kinky Boots --[directed_by]--> Julian Jarrold --[(INV) directed_by]--> The Girl --[directed_by]--> Julian Jarrold
Path (Raw):       Kinky Boots --[directed_by]--> Julian Jarrold --[(INV) directed_by]--> The Girl --[directed_by]--> Julian Jarrold
Neg LogProb(↓):   0.291594
Path Entropy(↓):  0.619590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with feds fall under
Start Entity:     Feds
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   Feds --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[has_genre]--> Horror
Path (Raw):       Feds --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[has_genre]--> Horror
Neg LogProb(↓):   0.181166
Path Entropy(↓):  0.527400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by maria alche
Start Entity:     María Alche
Gold Answer:      [['Lucrecia Martel']]
Predicted Ans:    Lucrecia Martel
Predicted Path:   María Alche --[(INV) starred_actors]--> The Holy Girl --[written_by]--> Lucrecia Martel
Path (Raw):       María Alche --[No Operation]--> María Alche --[(INV) starred_actors]--> The Holy Girl --[written_by]--> Lucrecia Martel
Neg LogProb(↓):   0.000561
Path Entropy(↓):  0.004761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of marjorie morningstar
Start Entity:     Marjorie Morningstar
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Marjorie Morningstar --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Path (Raw):       Marjorie Morningstar --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Neg LogProb(↓):   1.875126
Path Entropy(↓):  3.242924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of joe peterson written movies
Start Entity:     Joe Peterson
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Joe Peterson --[(INV) written_by]--> Undocumented --[release_year]--> 2010
Path (Raw):       Joe Peterson --[No Operation]--> Joe Peterson --[(INV) written_by]--> Undocumented --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by kate jackson were directed by who
Start Entity:     Kate Jackson
Gold Answer:      [['David Lowell Rich', 'Dan Curtis']]
Predicted Ans:    Dan Curtis
Predicted Path:   Kate Jackson --[(INV) starred_actors]--> Night of Dark Shadows --[directed_by]--> Dan Curtis
Path (Raw):       Kate Jackson --[No Operation]--> Kate Jackson --[(INV) starred_actors]--> Night of Dark Shadows --[directed_by]--> Dan Curtis
Neg LogProb(↓):   0.000523
Path Entropy(↓):  0.004538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of the trial of billy jack
Start Entity:     The Trial of Billy Jack
Gold Answer:      [['Tom Laughlin']]
Predicted Ans:    Tom Laughlin
Predicted Path:   The Trial of Billy Jack --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[starred_actors]--> Tom Laughlin
Path (Raw):       The Trial of Billy Jack --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[starred_actors]--> Tom Laughlin
Neg LogProb(↓):   0.091762
Path Entropy(↓):  0.312504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by treat williams in
Start Entity:     Treat Williams
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Treat Williams --[(INV) starred_actors]--> Prince of the City --[has_genre]--> Drama
Path (Raw):       Treat Williams --[No Operation]--> Treat Williams --[(INV) starred_actors]--> Prince of the City --[has_genre]--> Drama
Neg LogProb(↓):   0.353261
Path Entropy(↓):  0.924511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film a girl walks home alone at night released
Start Entity:     A Girl Walks Home Alone at Night
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   A Girl Walks Home Alone at Night --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       A Girl Walks Home Alone at Night --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   3.226782
Path Entropy(↓):  4.689277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of isn't she great
Start Entity:     Isn't She Great
Gold Answer:      [['Nicole Kidman', 'Anjelica Huston', 'Matthew Broderick', 'Christopher Lloyd', 'Paula Prentiss', 'Lisa Kudrow', 'Richard Benjamin', 'Damon Wayans', 'Jane Krakowski', 'Joan Cusack', 'Bette Midler', 'Nanette Newman', 'Glenn Close', 'Steven Weber', 'Katharine Ross', 'Peter Masterson']]
Predicted Ans:    Anjelica Huston
Predicted Path:   Isn't She Great --[written_by]--> Paul Rudnick --[(INV) written_by]--> Addams Family Values --[starred_actors]--> Anjelica Huston
Path (Raw):       Isn't She Great --[written_by]--> Paul Rudnick --[(INV) written_by]--> Addams Family Values --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.081205
Path Entropy(↓):  0.336775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film my father the hero
Start Entity:     My Father the Hero
Gold Answer:      [['steve miner']]
Predicted Ans:    steve miner
Predicted Path:   My Father the Hero --[has_tags]--> steve miner --[(INV) has_tags]--> My Father the Hero --[has_tags]--> steve miner
Path (Raw):       My Father the Hero --[has_tags]--> steve miner --[(INV) has_tags]--> My Father the Hero --[has_tags]--> steve miner
Neg LogProb(↓):   0.221340
Path Entropy(↓):  0.541211
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by harold perrineau were directed by who
Start Entity:     Harold Perrineau
Gold Answer:      [['Fina Torres']]
Predicted Ans:    Fina Torres
Predicted Path:   Harold Perrineau --[(INV) starred_actors]--> Woman on Top --[directed_by]--> Fina Torres
Path (Raw):       Harold Perrineau --[No Operation]--> Harold Perrineau --[(INV) starred_actors]--> Woman on Top --[directed_by]--> Fina Torres
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by craig rosenberg
Start Entity:     Craig Rosenberg
Gold Answer:      [['Drama', 'Horror', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Craig Rosenberg --[(INV) written_by]--> Half Light --[has_genre]--> Drama
Path (Raw):       Craig Rosenberg --[No Operation]--> Craig Rosenberg --[(INV) written_by]--> Half Light --[has_genre]--> Drama
Neg LogProb(↓):   0.084720
Path Entropy(↓):  0.284072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the last american hero
Start Entity:     The Last American Hero
Gold Answer:      [['The Bonfire of the Vanities', 'The Right Stuff']]
Predicted Ans:    The Bonfire of the Vanities
Predicted Path:   The Last American Hero --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Bonfire of the Vanities
Path (Raw):       The Last American Hero --[No Operation]--> The Last American Hero --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Bonfire of the Vanities
Neg LogProb(↓):   0.078127
Path Entropy(↓):  0.277825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of navajo joe
Start Entity:     Navajo Joe
Gold Answer:      [['The End', 'W.W. and the Dixie Dancekings', 'Deliverance', 'A Bunch of Amateurs', 'All Dogs Go to Heaven', 'Nickelodeon', 'Hooper', 'Stick', 'Rent-a-Cop', 'Best Friends', 'Breaking In', 'Hustle', 'Striptease', '100 Rifles', 'Shamus', 'Malone', 'Gator', 'Stroker Ace', 'Semi-Tough', 'White Lightning', 'The Cannonball Run', 'The Longest Yard', 'Starting Over', 'Cannonball Run II', 'The Man Who Loved Women', 'Lucky Lady', 'Smokey and the Bandit', 'Pups', 'Smokey and the Bandit II', 'Physical Evidence', 'The Best Little Whorehouse in Texas', 'Paternity', 'At Long Last Love', "Sharky's Machine", 'City Heat', 'Fuzz', 'Switching Channels', 'The Crew']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Navajo Joe --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       Navajo Joe --[starred_actors]--> Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   0.013800
Path Entropy(↓):  0.087913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote deconstructing harry
Start Entity:     Deconstructing Harry
Gold Answer:      [['Howard Morris', 'Francis Ford Coppola', 'Herbert Ross', 'Penny Panayotopoulou', 'Martin Scorsese', 'Marco Martins', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Deconstructing Harry --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Path (Raw):       Deconstructing Harry --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.230029
Path Entropy(↓):  2.890168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by rod lurie release
Start Entity:     Rod Lurie
Gold Answer:      [['1971', '2011', '2000', '1999']]
Predicted Ans:    1971
Predicted Path:   Rod Lurie --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Path (Raw):       Rod Lurie --[No Operation]--> Rod Lurie --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Neg LogProb(↓):   0.473529
Path Entropy(↓):  0.740729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie mood indigo
Start Entity:     Mood Indigo
Gold Answer:      [['Audrey Tautou', 'Romain Duris']]
Predicted Ans:    Romain Duris
Predicted Path:   Mood Indigo --[starred_actors]--> Romain Duris --[(INV) starred_actors]--> Populaire --[starred_actors]--> Romain Duris
Path (Raw):       Mood Indigo --[starred_actors]--> Romain Duris --[(INV) starred_actors]--> Populaire --[starred_actors]--> Romain Duris
Neg LogProb(↓):   0.487825
Path Entropy(↓):  0.673245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of age of consent
Start Entity:     Age of Consent
Gold Answer:      [['Mary Webb', 'Hans Christian Andersen', 'Leo Marks', 'Rumer Godden', 'Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Age of Consent --[directed_by]--> Michael Powell --[(INV) directed_by]--> One of Our Aircraft Is Missing --[written_by]--> Michael Powell
Path (Raw):       Age of Consent --[directed_by]--> Michael Powell --[(INV) directed_by]--> One of Our Aircraft Is Missing --[written_by]--> Michael Powell
Neg LogProb(↓):   0.657108
Path Entropy(↓):  1.343034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film american gigolo were released in which years
Start Entity:     American Gigolo
Gold Answer:      [['1988', '1978', '1997', '2008', '1990', '1992', '1942', '1982', '1999', '2002', '1979', '1987', '2013', '2007']]
Predicted Ans:    1997
Predicted Path:   American Gigolo --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction --[release_year]--> 1997
Path (Raw):       American Gigolo --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction --[release_year]--> 1997
Neg LogProb(↓):   0.591375
Path Entropy(↓):  1.537718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film elmer gantry starred which actors
Start Entity:     Elmer Gantry
Gold Answer:      [['Burt Lancaster', 'Arthur Kennedy', 'Jean Simmons']]
Predicted Ans:    Arthur Kennedy
Predicted Path:   Elmer Gantry --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Rancho Notorious --[starred_actors]--> Arthur Kennedy
Path (Raw):       Elmer Gantry --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Rancho Notorious --[starred_actors]--> Arthur Kennedy
Neg LogProb(↓):   0.188301
Path Entropy(↓):  0.732833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the education of little tree
Start Entity:     The Education of Little Tree
Gold Answer:      [['Richard Friedenberg']]
Predicted Ans:    Robert Redford
Predicted Path:   The Education of Little Tree --[directed_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[directed_by]--> Robert Redford
Path (Raw):       The Education of Little Tree --[directed_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[directed_by]--> Robert Redford
Neg LogProb(↓):   0.019869
Path Entropy(↓):  0.105041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed westworld
Start Entity:     Westworld
Gold Answer:      [['Michael Crichton']]
Predicted Ans:    Michael Crichton
Predicted Path:   Westworld --[directed_by]--> Michael Crichton --[(INV) directed_by]--> Westworld --[directed_by]--> Michael Crichton
Path (Raw):       Westworld --[directed_by]--> Michael Crichton --[(INV) directed_by]--> Westworld --[directed_by]--> Michael Crichton
Neg LogProb(↓):   0.007087
Path Entropy(↓):  0.050371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in phantoms
Start Entity:     Phantoms
Gold Answer:      [['English', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Phantoms --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Path (Raw):       Phantoms --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Neg LogProb(↓):   0.233898
Path Entropy(↓):  0.512252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the jolly boys'last stand actors
Start Entity:     The Jolly Boys' Last Stand
Gold Answer:      [['Edgar Wright', 'Joe Cornish', 'Amanda Silver', 'Rick Jaffa', 'Hergé', 'Steven Moffat', 'Mark Bomback', 'Nick Perry', 'Rupert Wyatt']]
Predicted Ans:    Rupert Wyatt
Predicted Path:   The Jolly Boys' Last Stand --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Escapist --[written_by]--> Rupert Wyatt
Path (Raw):       The Jolly Boys' Last Stand --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Escapist --[written_by]--> Rupert Wyatt
Neg LogProb(↓):   0.822600
Path Entropy(↓):  1.362060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by akshat verma were released in which years
Start Entity:     Akshat Verma
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Akshat Verma --[(INV) directed_by]--> Delhi Belly --[release_year]--> 2011
Path (Raw):       Akshat Verma --[No Operation]--> Akshat Verma --[(INV) directed_by]--> Delhi Belly --[release_year]--> 2011
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of see you in the morning
Start Entity:     See You in the Morning
Gold Answer:      [['Alan J. Pakula']]
Predicted Ans:    Alan J. Pakula
Predicted Path:   See You in the Morning --[written_by]--> Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[directed_by]--> Alan J. Pakula
Path (Raw):       See You in the Morning --[written_by]--> Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[directed_by]--> Alan J. Pakula
Neg LogProb(↓):   0.036473
Path Entropy(↓):  0.180373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is man hunt in
Start Entity:     Man Hunt
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Man Hunt --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Man Hunt --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.557203
Path Entropy(↓):  1.680774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by richard loncraine
Start Entity:     richard loncraine
Gold Answer:      [['My House in Umbria', 'Wide-Eyed and Legless']]
Predicted Ans:    Wide-Eyed and Legless
Predicted Path:   richard loncraine --[(INV) has_tags]--> Wide-Eyed and Legless --[has_tags]--> richard loncraine --[(INV) has_tags]--> Wide-Eyed and Legless
Path (Raw):       richard loncraine --[(INV) has_tags]--> Wide-Eyed and Legless --[has_tags]--> richard loncraine --[(INV) has_tags]--> Wide-Eyed and Legless
Neg LogProb(↓):   0.000353
Path Entropy(↓):  0.003161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of tension
Start Entity:     Tension
Gold Answer:      [['Dalton Trumbo', 'Hugo Butler', 'Lester Pine', 'Tina Pine']]
Predicted Ans:    John D. Klorer
Predicted Path:   Tension --[directed_by]--> John Berry --[(INV) directed_by]--> Tension --[written_by]--> John D. Klorer
Path (Raw):       Tension --[directed_by]--> John Berry --[(INV) directed_by]--> Tension --[written_by]--> John D. Klorer
Neg LogProb(↓):   0.068544
Path Entropy(↓):  0.256281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie as good as it gets
Start Entity:     As Good as It Gets
Gold Answer:      [['James L. Brooks', 'Larry McMurtry']]
Predicted Ans:    James L. Brooks
Predicted Path:   As Good as It Gets --[directed_by]--> James L. Brooks --[(INV) directed_by]--> How Do You Know --[written_by]--> James L. Brooks
Path (Raw):       As Good as It Gets --[directed_by]--> James L. Brooks --[(INV) directed_by]--> How Do You Know --[written_by]--> James L. Brooks
Neg LogProb(↓):   0.295584
Path Entropy(↓):  0.629669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in soul men
Start Entity:     Soul Men
Gold Answer:      [['Sharon Leal', 'Samuel L. Jackson', 'Bernie Mac']]
Predicted Ans:    Bernie Mac
Predicted Path:   Soul Men --[starred_actors]--> Bernie Mac --[(INV) starred_actors]--> The Original Kings of Comedy --[starred_actors]--> Bernie Mac
Path (Raw):       Soul Men --[starred_actors]--> Bernie Mac --[(INV) starred_actors]--> The Original Kings of Comedy --[starred_actors]--> Bernie Mac
Neg LogProb(↓):   0.099903
Path Entropy(↓):  0.357301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the kingdom
Start Entity:     The Kingdom
Gold Answer:      [['Matthew Michael Carnahan']]
Predicted Ans:    Matthew Michael Carnahan
Predicted Path:   The Kingdom --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Path (Raw):       The Kingdom --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Neg LogProb(↓):   0.000143
Path Entropy(↓):  0.001464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jeffrey lynn acted together with who
Start Entity:     Jeffrey Lynn
Gold Answer:      [["Pat O'Brien", 'James Cagney', 'George Brent', 'Charles Boyer', "Barbara O'Neil", 'Bette Davis', 'Claude Rains', 'John Garfield']]
Predicted Ans:    Bette Davis
Predicted Path:   Jeffrey Lynn --[(INV) starred_actors]--> All This, and Heaven Too --[starred_actors]--> Bette Davis
Path (Raw):       Jeffrey Lynn --[No Operation]--> Jeffrey Lynn --[(INV) starred_actors]--> All This, and Heaven Too --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.172832
Path Entropy(↓):  0.446619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the drowning pool
Start Entity:     The Drowning Pool
Gold Answer:      [['Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Tom Mankiewicz', 'David S. Ward', 'James Goldman', 'John Milius', 'Larry McMurtry', 'David Mamet', 'Rod Serling', 'Melville Shavelson', 'Arnold Schulman', 'Sam Raimi', 'Robert Benton', 'Richard Russo', 'Vittorio Nino Novarese', 'Alfred Hayes', 'Elmore Leonard', 'Walter Tevis', 'Elliott Baker', 'William Murray', 'Robert Stone', 'Edith R. Sommer', 'John H. Secondari', 'Stephenie Meyer', 'Lawrence Roman', 'Herb Meadow', 'Stewart Stern', 'Max Shulman', 'James Dearden', 'Ira Levin', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Robert Rossen', 'Walter Bernstein', 'Frank Pierson', 'Harold Flender', 'Huey Perry', 'Blaze Starr', 'Melissa Rosenberg', 'Richard Brooks', 'Brian Moore', 'Peter Milne', 'Israel Zangwill', 'Sidney Carroll', 'Michael V. Gazzo', 'Thomas B. Costain', 'Beth Henley', 'Robert Altman', 'Nancy Dowd', 'Gore Vidal', 'Irving Wallace', 'Cornelia Baird Gross', 'John Gay', 'Ken Kesey', 'Irving Ravetch', 'Paul Zindel', 'William Faulkner', 'Terrence Malick', 'John Lasseter', 'Arthur Kopit', 'Richard Price', "John O'Hara", 'Ron Shelton', 'Leslie Stevens', 'Larry Forrester', 'Ernest Lehman', 'Carl Foreman', 'Meade Roberts', 'Ethan Coen', 'Nicholas Sparks', 'Stirling Silliphant', 'Donn Pearce', 'E. Max Frye', 'Leo McCarey', 'Hervey M. Cleckley', 'William Goldman', 'Alvin Sargent', 'Barry Reed', 'James Poe', 'Ross Macdonald']]
Predicted Ans:    Brian Moore
Predicted Path:   The Drowning Pool --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[written_by]--> Brian Moore
Path (Raw):       The Drowning Pool --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[written_by]--> Brian Moore
Neg LogProb(↓):   0.610388
Path Entropy(↓):  1.824770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the marrying man
Start Entity:     The Marrying Man
Gold Answer:      [['1987']]
Predicted Ans:    1991
Predicted Path:   The Marrying Man --[directed_by]--> Jerry Rees --[(INV) directed_by]--> The Marrying Man --[release_year]--> 1991
Path (Raw):       The Marrying Man --[directed_by]--> Jerry Rees --[(INV) directed_by]--> The Marrying Man --[release_year]--> 1991
Neg LogProb(↓):   0.066083
Path Entropy(↓):  0.241005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by david duncan release
Start Entity:     David Duncan
Gold Answer:      [['1960', '2002']]
Predicted Ans:    1960
Predicted Path:   David Duncan --[(INV) written_by]--> The Time Machine --[release_year]--> 1960
Path (Raw):       David Duncan --[No Operation]--> David Duncan --[(INV) written_by]--> The Time Machine --[release_year]--> 1960
Neg LogProb(↓):   0.875078
Path Entropy(↓):  1.144218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the mirror has two faces also appears in which movies
Start Entity:     The Mirror Has Two Faces
Gold Answer:      [['The Amateurs', 'Nadine', 'The Fan', '8 Million Ways to Die', 'A Star Is Born', 'Invitation to a Gunfighter', 'Fat City', 'The Main Event', 'Loving', 'The Shootist', 'King Kong', 'Lost and Found', 'Dogville', 'Birth', "Look Who's Talking", 'Rollercoaster', 'Winter Kills', 'Kiss Me Goodbye', 'K-PAX', 'Crazy Heart', 'Who Is Killing the Great Chefs of Europe?', 'The Big Lebowski', 'Russian Roulette', 'Stay Hungry', "Where's Poppa?", 'Rancho Deluxe', 'The Last Unicorn', 'The Fisher King', 'Key Largo', 'Bad Company', 'The Contender', 'Blume in Love', 'King Rat', 'Hearts of the West', 'Sex and the Single Girl', 'American Heart', 'The Last American Hero', 'Nuts', 'The Giver', 'The Way We Were', "Cutter's Way", 'The Muse', 'California Split', 'Confidential Agent', "Who's Afraid of Virginia Woolf?", 'Dark Passage', 'The Men Who Stare at Goats', 'The Guilt Trip', 'Hello, Dolly!', 'The Quiller Memorandum', 'Thunderbolt and Lightfoot', 'The Owl and the Pussycat', "Surf's Up", 'Funny Girl', 'A Dog Year', 'Iron Man', 'Blown Away', 'A Touch of Class', 'Funny Lady', "The St. Valentine's Day Massacre", 'True Grit', 'Arlington Road', 'R.I.P.D.', 'Diamonds', 'Up the Sandbox', 'Stick It', 'Wild Bill', 'The Last Picture Show', 'Carbon Copy', 'The Big Sleep', 'For the Boys', 'Fearless', 'North West Frontier', 'The Prince of Tides', 'Yentl', 'To Have and Have Not', 'All Night Long', 'Young Man with a Horn', 'Blood Alley', 'Designing Woman', 'The Terminal Man', 'Simpatico', 'The Vanishing', 'The Forger', 'The Morning After', 'Born to Win', 'Appointment with Death', 'No Way to Treat a Lady', 'Meet the Fockers', 'Starman', 'The Fabulous Baker Boys', 'Against All Odds', 'Fun with Dick and Jane', 'Written on the Wind', 'The Hot Rock', 'Seventh Son', 'The Bridge at Remagen', 'How to Marry a Millionaire', 'Masked and Anonymous', 'Harper', 'See You in the Morning', "What's Up, Doc?"]]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   The Mirror Has Two Faces --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Path (Raw):       The Mirror Has Two Faces --[starred_actors]--> George Segal --[No Operation]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   0.308141
Path Entropy(↓):  0.624242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of love affair
Start Entity:     Love Affair
Gold Answer:      [['Tequila Sunrise', 'The Cowboy and the Lady', 'Faithless', 'Heaven Can Wait', 'Jubal', 'Destination Tokyo', 'An Affair to Remember', 'The Tomb of Ligeia', 'Dinner at Eight', "The Bells of St. Mary's", 'The Prisoner of Zenda', 'Chinatown', "Spencer's Mountain", 'Villa Rides', 'Tales of Manhattan', 'Once Upon a Honeymoon', 'Bulworth', 'The Yakuza', 'That Uncertain Feeling', 'Reds', 'The Petrified Forest', 'Flirtation Walk', 'Going Hollywood', "Smilin' Through", 'A Summer Place', 'Holiday', 'Ask the Dust', 'Without Limits', 'Satan Never Sleeps', 'Hollywood Canteen', 'The Philadelphia Story', 'Edward, My Son', 'Keeper of the Flame', "A Woman's Face", 'The Last Detail', 'My Son John', 'Without Love', 'Going My Way', 'Dark Passage', 'The Last Wagon', 'Personal Best', 'The Barretts of Wimpole Street', 'Shampoo', "Rally 'Round the Flag, Boys!", 'My Favorite Wife']]
Predicted Ans:    Jubal
Predicted Path:   Love Affair --[written_by]--> Delmer Daves --[(INV) written_by]--> Jubal
Path (Raw):       Love Affair --[No Operation]--> Love Affair --[written_by]--> Delmer Daves --[(INV) written_by]--> Jubal
Neg LogProb(↓):   2.530876
Path Entropy(↓):  2.990750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by kenneth earl were in which genres
Start Entity:     Kenneth Earl
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kenneth Earl --[(INV) written_by]--> The Bride Came C.O.D. --[has_genre]--> Comedy
Path (Raw):       Kenneth Earl --[No Operation]--> Kenneth Earl --[(INV) written_by]--> The Bride Came C.O.D. --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did robert paul smith write the story for
Start Entity:     Robert Paul Smith
Gold Answer:      [['The Tender Trap']]
Predicted Ans:    The Tender Trap
Predicted Path:   Robert Paul Smith --[(INV) written_by]--> The Tender Trap --[written_by]--> Robert Paul Smith --[(INV) written_by]--> The Tender Trap
Path (Raw):       Robert Paul Smith --[(INV) written_by]--> The Tender Trap --[written_by]--> Robert Paul Smith --[(INV) written_by]--> The Tender Trap
Neg LogProb(↓):   0.049213
Path Entropy(↓):  0.192649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did john herzfeld write
Start Entity:     John Herzfeld
Gold Answer:      [['2 Days in the Valley', 'Two of a Kind']]
Predicted Ans:    Two of a Kind
Predicted Path:   John Herzfeld --[(INV) written_by]--> Two of a Kind --[written_by]--> John Herzfeld --[(INV) written_by]--> Two of a Kind
Path (Raw):       John Herzfeld --[(INV) written_by]--> Two of a Kind --[written_by]--> John Herzfeld --[(INV) written_by]--> Two of a Kind
Neg LogProb(↓):   0.007053
Path Entropy(↓):  0.047498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film phenomena
Start Entity:     Phenomena
Gold Answer:      [['1998', '1988', '1980', '2000', '2001', '1950', '1990', '2003', '2005', '2012', '2010', '1991', '2006', '1953', '2014', '2002', '1986']]
Predicted Ans:    2006
Predicted Path:   Phenomena --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Little Children --[release_year]--> 2006
Path (Raw):       Phenomena --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Little Children --[release_year]--> 2006
Neg LogProb(↓):   0.407969
Path Entropy(↓):  1.159151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the dreamers
Start Entity:     The Dreamers
Gold Answer:      [['John Malkovich', 'Ruocheng Ying', 'Maria Schneider', 'Debra Winger', 'Keanu Reeves', 'Dominique Sanda', 'Gérard Depardieu', 'David Thewlis', 'Chris Isaak', 'Stefania Sandrelli', 'Thandie Newton', 'Marlon Brando', 'Sinéad Cusack', 'Joseph Fiennes', 'Robert De Niro', "Peter O'Toole", 'Joan Chen', 'John Lone']]
Predicted Ans:    Robert De Niro
Predicted Path:   The Dreamers --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> 1900 --[starred_actors]--> Robert De Niro
Path (Raw):       The Dreamers --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> 1900 --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.267171
Path Entropy(↓):  0.939914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of kerry conran written films
Start Entity:     Kerry Conran
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Kerry Conran --[(INV) written_by]--> Sky Captain and the World of Tomorrow --[release_year]--> 2004
Path (Raw):       Kerry Conran --[No Operation]--> Kerry Conran --[(INV) written_by]--> Sky Captain and the World of Tomorrow --[release_year]--> 2004
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of anna christie also wrote which films
Start Entity:     Anna Christie
Gold Answer:      [['Blondie of the Follies', 'The Emperor Jones', 'Min and Bill', 'Camille', 'Ah, Wilderness!', 'The Wind', 'The Secret Six', 'The Champ', 'Desire Under the Elms', 'Dinner at Eight', 'Mourning Becomes Electra', 'The Long Voyage Home', 'Summer Holiday', 'The Iceman Cometh', 'Riffraff', 'The Big House']]
Predicted Ans:    The Iceman Cometh
Predicted Path:   Anna Christie --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh
Path (Raw):       Anna Christie --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[No Operation]--> The Iceman Cometh
Neg LogProb(↓):   0.590629
Path Entropy(↓):  1.211079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did gigi darlene act in
Start Entity:     Gigi Darlene
Gold Answer:      [['Bad Girls Go to Hell']]
Predicted Ans:    Bad Girls Go to Hell
Predicted Path:   Gigi Darlene --[(INV) starred_actors]--> Bad Girls Go to Hell --[starred_actors]--> Gigi Darlene --[(INV) starred_actors]--> Bad Girls Go to Hell
Path (Raw):       Gigi Darlene --[(INV) starred_actors]--> Bad Girls Go to Hell --[starred_actors]--> Gigi Darlene --[(INV) starred_actors]--> Bad Girls Go to Hell
Neg LogProb(↓):   0.000218
Path Entropy(↓):  0.002059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film last summer in the hamptons
Start Entity:     Last Summer in the Hamptons
Gold Answer:      [['Victoria Foyt', 'Ezra D. Rappaport', 'Henry Jaglom']]
Predicted Ans:    Henry Jaglom
Predicted Path:   Last Summer in the Hamptons --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> A Safe Place --[written_by]--> Henry Jaglom
Path (Raw):       Last Summer in the Hamptons --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> A Safe Place --[written_by]--> Henry Jaglom
Neg LogProb(↓):   0.941251
Path Entropy(↓):  1.092366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by david w. ross
Start Entity:     David W. Ross
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2012
Predicted Path:   David W. Ross --[(INV) starred_actors]--> I Do --[release_year]--> 2012
Path (Raw):       David W. Ross --[No Operation]--> David W. Ross --[(INV) starred_actors]--> I Do --[release_year]--> 2012
Neg LogProb(↓):   0.466798
Path Entropy(↓):  0.670022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie love field are written by who
Start Entity:     Love Field
Gold Answer:      [['Armitage Trail', 'Christopher Hampton', 'John le Carré', 'David Hollander', 'Jessie Nelson', 'David E. Kelley', 'Michael Brady', 'Todd Haynes', 'Martin Scorsese', 'Luc Besson', 'Tom Stoppard', 'William Shakespeare', 'Roberto Orci', 'Alex Kurtzman', 'Robert Towne', 'Michael Hoffman', 'Alan Alda', 'Jane Smiley', 'Oliver Stone', 'John Updike', 'Daniel Waters', 'Scott McGehee', 'David Siegel', 'Jim Harrison', 'Ettore Scola', 'Edith Wharton', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Tonino Benacquista', 'Wesley Strick', 'Steve Kloves', 'Jacquelyn Mitchard', 'Choderlos de Laclos', 'Amy Heckerling', 'Terrence McNally', 'Rick Moody', 'Jody Lambert', 'Colette', 'Jake Goldberger', 'Kristine Johnson', 'LouAnne Johnson']]
Predicted Ans:    Luc Besson
Predicted Path:   Love Field --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[written_by]--> Luc Besson
Path (Raw):       Love Field --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[written_by]--> Luc Besson
Neg LogProb(↓):   0.513183
Path Entropy(↓):  1.042325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of repo men also starred in which movies
Start Entity:     Repo Men
Gold Answer:      [['Enemy at the Gates', 'Light It Up', 'Phone Booth', 'The Crying Game', 'The Experiment', 'Downtown', 'Black Nativity', 'My Blueberry Nights', 'Catch .44', 'Our Family Wedding', 'Panic Room', 'Cold Mountain', 'Green Dragon', 'Rise of the Guardians', 'Sherlock Holmes', 'Article 99', 'The Fourth Angel', 'The Last King of Scotland', 'Diary of a Hitman', 'Species', 'Vantage Point', 'A Rage in Harlem', 'Shopping', 'Battlefield Earth', 'The Holiday', 'American Gun', 'Breaking and Entering', 'Sky Captain and the World of Tomorrow', 'Phenomenon', 'Street Kings', 'Black Sea', 'Dom Hemingway', 'Mary', 'Alfie', 'Music from Another Room', 'Even Money', "All the King's Men", 'The Talented Mr. Ripley', 'Sleuth', 'Closer', 'Repentance']]
Predicted Ans:    Repo Men
Predicted Path:   Repo Men --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repo Men
Path (Raw):       Repo Men --[starred_actors]--> Forest Whitaker --[No Operation]--> Forest Whitaker --[(INV) starred_actors]--> Repo Men
Neg LogProb(↓):   0.342612
Path Entropy(↓):  1.064951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by katt shea starred who
Start Entity:     Katt Shea
Gold Answer:      [['Cheryl Ladd', 'Sara Gilbert', 'Drew Barrymore', 'Tom Skerritt']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Katt Shea --[(INV) directed_by]--> Poison Ivy --[starred_actors]--> Drew Barrymore
Path (Raw):       Katt Shea --[No Operation]--> Katt Shea --[(INV) directed_by]--> Poison Ivy --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.009816
Path Entropy(↓):  0.060766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with domingo ambriz
Start Entity:     Domingo Ambriz
Gold Answer:      [['Trinidad Silva']]
Predicted Ans:    Trinidad Silva
Predicted Path:   Domingo Ambriz --[(INV) starred_actors]--> Alambrista! --[starred_actors]--> Trinidad Silva
Path (Raw):       Domingo Ambriz --[No Operation]--> Domingo Ambriz --[(INV) starred_actors]--> Alambrista! --[starred_actors]--> Trinidad Silva
Neg LogProb(↓):   0.010167
Path Entropy(↓):  0.056534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mamma mia! were in which genres
Start Entity:     Mamma Mia!
Gold Answer:      [['Drama']]
Predicted Ans:    Comedy
Predicted Path:   Mamma Mia! --[directed_by]--> Phyllida Lloyd --[(INV) directed_by]--> Mamma Mia! --[has_genre]--> Comedy
Path (Raw):       Mamma Mia! --[directed_by]--> Phyllida Lloyd --[(INV) directed_by]--> Mamma Mia! --[has_genre]--> Comedy
Neg LogProb(↓):   0.009979
Path Entropy(↓):  0.058020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did carmen duncan act in
Start Entity:     Carmen Duncan
Gold Answer:      [['Harlequin']]
Predicted Ans:    Islands in the Stream
Predicted Path:   Carmen Duncan --[(INV) starred_actors]--> Harlequin --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Islands in the Stream
Path (Raw):       Carmen Duncan --[(INV) starred_actors]--> Harlequin --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Islands in the Stream
Neg LogProb(↓):   0.185019
Path Entropy(↓):  0.556367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by andrew j. fenady in
Start Entity:     Andrew J. Fenady
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Andrew J. Fenady --[(INV) written_by]--> Chisum --[has_genre]--> Western
Path (Raw):       Andrew J. Fenady --[No Operation]--> Andrew J. Fenady --[(INV) written_by]--> Chisum --[has_genre]--> Western
Neg LogProb(↓):   0.016045
Path Entropy(↓):  0.081694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie bad boy starred who
Start Entity:     Bad Boy
Gold Answer:      [['Audie Murphy']]
Predicted Ans:    Audie Murphy
Predicted Path:   Bad Boy --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Cimarron Kid --[starred_actors]--> Audie Murphy
Path (Raw):       Bad Boy --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Cimarron Kid --[starred_actors]--> Audie Murphy
Neg LogProb(↓):   1.369032
Path Entropy(↓):  1.738019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of fight, zatoichi, fight is also the director of which films
Start Entity:     Fight, Zatoichi, Fight
Gold Answer:      [['The Tale of Zatoichi', 'Zatoichi and the Chess Expert']]
Predicted Ans:    Fight, Zatoichi, Fight
Predicted Path:   Fight, Zatoichi, Fight --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight
Path (Raw):       Fight, Zatoichi, Fight --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[No Operation]--> Fight, Zatoichi, Fight
Neg LogProb(↓):   0.068590
Path Entropy(↓):  0.294007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by the writer of speedy starred who
Start Entity:     Speedy
Gold Answer:      [['Myrna Loy', 'Matthew Broderick', 'Gene Kelly', 'William Powell', 'Judy Garland', 'George Murphy', 'Harold Lloyd', 'Jean Harlow', 'Brooks Benedict', 'James Anderson', 'Marlon Brando', 'Spencer Tracy', 'Jobyna Ralston']]
Predicted Ans:    Matthew Broderick
Predicted Path:   Speedy --[written_by]--> John Grey --[(INV) written_by]--> The Freshman --[starred_actors]--> Matthew Broderick
Path (Raw):       Speedy --[written_by]--> John Grey --[(INV) written_by]--> The Freshman --[starred_actors]--> Matthew Broderick
Neg LogProb(↓):   0.314324
Path Entropy(↓):  0.930828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the christmas holiday director
Start Entity:     Christmas Holiday
Gold Answer:      [['Henry Edward Helseth', 'Ketti Frings', 'James Ronald', 'Don Tracy', 'Daniel Fuchs', 'Andrei Tarkovsky', 'Ethel Lina White', 'Mel Dinelli', 'Nunnally Johnson', 'Aleksandr Gordon', 'Ernest Hemingway', 'Anthony Veiller', 'Vladimir Pozner']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Christmas Holiday --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Path (Raw):       Christmas Holiday --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.170241
Path Entropy(↓):  1.425798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the essential killing director
Start Entity:     Essential Killing
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Essential Killing --[directed_by]--> Jerzy Skolimowski --[(INV) directed_by]--> Moonlighting --[in_language]--> Polish
Path (Raw):       Essential Killing --[directed_by]--> Jerzy Skolimowski --[(INV) directed_by]--> Moonlighting --[in_language]--> Polish
Neg LogProb(↓):   0.003764
Path Entropy(↓):  0.024736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by sofia vassilieva released
Start Entity:     Sofia Vassilieva
Gold Answer:      [['2003', '2009']]
Predicted Ans:    2009
Predicted Path:   Sofia Vassilieva --[(INV) starred_actors]--> Hurt --[release_year]--> 2009
Path (Raw):       Sofia Vassilieva --[No Operation]--> Sofia Vassilieva --[(INV) starred_actors]--> Hurt --[release_year]--> 2009
Neg LogProb(↓):   0.539587
Path Entropy(↓):  0.845196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in blood for dracula
Start Entity:     Blood for Dracula
Gold Answer:      [['Family', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Blood for Dracula --[starred_actors]--> Joe Dallesandro --[(INV) starred_actors]--> Heat --[has_genre]--> Crime
Path (Raw):       Blood for Dracula --[starred_actors]--> Joe Dallesandro --[(INV) starred_actors]--> Heat --[has_genre]--> Crime
Neg LogProb(↓):   0.234524
Path Entropy(↓):  0.830789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of philippe caland directed movies
Start Entity:     Philippe Caland
Gold Answer:      [['Tengiz Abuladze']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   Philippe Caland --[(INV) directed_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Path (Raw):       Philippe Caland --[No Operation]--> Philippe Caland --[(INV) directed_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.681611
Path Entropy(↓):  0.779600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of buried
Start Entity:     Buried
Gold Answer:      [['Red Lights']]
Predicted Ans:    Red Lights
Predicted Path:   Buried --[directed_by]--> Rodrigo Cortés --[(INV) directed_by]--> Red Lights
Path (Raw):       Buried --[No Operation]--> Buried --[directed_by]--> Rodrigo Cortés --[(INV) directed_by]--> Red Lights
Neg LogProb(↓):   0.009126
Path Entropy(↓):  0.057920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie management were in which languages
Start Entity:     Management
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Management --[directed_by]--> Stephen Belber --[(INV) directed_by]--> Management --[starred_actors]--> Jennifer Aniston
Path (Raw):       Management --[directed_by]--> Stephen Belber --[(INV) directed_by]--> Management --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   1.201892
Path Entropy(↓):  1.843910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose actors also appear in casino
Start Entity:     Casino
Gold Answer:      [['Swedish', 'French', 'English', 'Italian', 'Russian', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Casino --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[in_language]--> Spanish
Path (Raw):       Casino --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   0.204990
Path Entropy(↓):  0.486603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by jack trevor story release
Start Entity:     Jack Trevor Story
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Jack Trevor Story --[(INV) written_by]--> The Trouble with Harry --[release_year]--> 1955
Path (Raw):       Jack Trevor Story --[No Operation]--> Jack Trevor Story --[(INV) written_by]--> The Trouble with Harry --[release_year]--> 1955
Neg LogProb(↓):   0.037708
Path Entropy(↓):  0.158310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of no way out
Start Entity:     No Way Out
Gold Answer:      [['Ray Milland', 'Anne Baxter', 'Helena Bonham Carter', 'Susan Hayward', 'Gene Tierney', 'Héctor Alterio', 'Norma Aleandro', 'Cary Grant', 'Gary Cooper', 'Robert Montgomery', 'Marlon Brando', 'Elizabeth Taylor', 'Mia Wasikowska', 'Henry Wilcoxon', 'Gregory Peck', "Maureen O'Sullivan", 'Michael Caine', 'Cliff Robertson', 'Celeste Holm', 'Kathryn Beaumont', 'Jack Oakie', 'Ed Wynn', 'Michael Redgrave', 'Hume Cronyn', 'Jackie Cooper', 'Jeanne Crain', 'Capucine', 'Vivian Blaine', "Edmond O'Brien", 'Charles Laughton', 'George Sanders', 'Warren William', 'Brendan Fraser', 'Bette Davis', 'Linda Darnell', 'Rex Harrison', 'Finlay Currie', 'Do Thi Hai Yen', 'Ben Kingsley', 'Christopher Lloyd', 'Whoopi Goldberg', 'Claudette Colbert', 'George Raft', 'Joan Crawford', 'Johnny Depp', 'Walter Huston', 'Thomas Mitchell', 'Natalie Gregory', 'Robert Coogan', 'Jackie Searl', 'Mitzi Green', 'Glenn Langan', 'Kirk Douglas', 'Richard Burton', 'Ava Gardner', 'Jean Simmons', 'Audie Murphy', 'Clark Gable', 'Giorgia Moll', 'Ann Sothern', 'Frank Sinatra', 'Humphrey Bogart', 'Anne Hathaway', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Vincent Price']]
Predicted Ans:    Michael Redgrave
Predicted Path:   No Way Out --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Path (Raw):       No Way Out --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   1.139783
Path Entropy(↓):  2.082341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the year of living dangerously
Start Entity:     The Year of Living Dangerously
Gold Answer:      [['2003', '1992', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2009', '1951', '2010', '2004', '1982', '1994', '1943', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1986', '2013', '1988', '2000', '1964', '1997', '1999', '1987', '1969']]
Predicted Ans:    1984
Predicted Path:   The Year of Living Dangerously --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Path (Raw):       The Year of Living Dangerously --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Neg LogProb(↓):   1.787716
Path Entropy(↓):  2.815974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the sea gull
Start Entity:     The Sea Gull
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Sea Gull --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Path (Raw):       The Sea Gull --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Neg LogProb(↓):   2.672961
Path Entropy(↓):  3.763984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of exposed
Start Entity:     Exposed
Gold Answer:      [['The Gambler', 'Bugsy', 'Harvard Man', 'When Will I Be Loved', 'Seduced and Abandoned', 'Fingers', 'The Pick-up Artist', 'Two Girls and a Guy', 'Tyson']]
Predicted Ans:    Exposed
Predicted Path:   Exposed --[written_by]--> James Toback --[(INV) written_by]--> Exposed
Path (Raw):       Exposed --[No Operation]--> Exposed --[written_by]--> James Toback --[(INV) written_by]--> Exposed
Neg LogProb(↓):   0.693162
Path Entropy(↓):  1.415184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of body and soul also directed which films
Start Entity:     Body and Soul
Gold Answer:      [['The Hustler', 'They Came to Cordura', 'Alexander the Great', 'Island in the Sun', "All the King's Men", 'Lilith']]
Predicted Ans:    The Hustler
Predicted Path:   Body and Soul --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler
Path (Raw):       Body and Soul --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[No Operation]--> The Hustler
Neg LogProb(↓):   0.563898
Path Entropy(↓):  1.255442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in a bug's life
Start Entity:     A Bug's Life
Gold Answer:      [['Hayden Panettiere', 'Kevin Spacey', 'Dave Foley']]
Predicted Ans:    Kevin Spacey
Predicted Path:   A Bug's Life --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> Shrink --[starred_actors]--> Kevin Spacey
Path (Raw):       A Bug's Life --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> Shrink --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.245795
Path Entropy(↓):  0.775603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by sherman alexie were in which genres
Start Entity:     Sherman Alexie
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Sherman Alexie --[(INV) directed_by]--> The Business of Fancydancing --[has_genre]--> Music
Path (Raw):       Sherman Alexie --[No Operation]--> Sherman Alexie --[(INV) directed_by]--> The Business of Fancydancing --[has_genre]--> Music
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie undercurrent
Start Entity:     Undercurrent
Gold Answer:      [['Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Undercurrent --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Path (Raw):       Undercurrent --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.259508
Path Entropy(↓):  0.687681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by omega doom actors
Start Entity:     Omega Doom
Gold Answer:      [['Lech Majewski', 'Lewis Teague', 'David Webb Peoples', 'Dave Meyers', 'Nicolas Roeg', 'Richard Donner', 'David Langlitz', 'Dick Powell', 'Krishna Rao', 'Jason Eisener', 'Paul Verhoeven', 'Ridley Scott', 'Tony Maylam', 'Ernest R. Dickerson', 'Phillip Noyce', 'Sam Peckinpah', 'Philippe Mora', 'Shinji Aoyama', 'Robert Harmon']]
Predicted Ans:    Robert Harmon
Predicted Path:   Omega Doom --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> The Hitcher --[directed_by]--> Robert Harmon
Path (Raw):       Omega Doom --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> The Hitcher --[directed_by]--> Robert Harmon
Neg LogProb(↓):   0.759029
Path Entropy(↓):  1.613319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the specials
Start Entity:     The Specials
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Specials --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Specials --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.367970
Path Entropy(↓):  4.530279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the bodyguard are written by who
Start Entity:     The Bodyguard
Gold Answer:      [['David Brin', 'Ron Shelton', 'Michael Shaara', 'Luc Besson', 'Joshua Michael Stern', 'Mike Binder', 'Peter Rader', 'William Friedkin', 'Dan Greenburg', 'Phil Alden Robinson', 'David Mamet', 'Nicholas Sparks', 'Brian Helgeland', 'Jim Harrison', 'Steve Tesich', 'Lawrence Kasdan', 'Adi Hasak', 'Eric Roth', 'Bruce A. Evans', 'John Connolly', 'Kevin Reynolds', 'Ted Griffin', 'Kenneth Fearing', 'Eliot Ness', 'Dan Gordon', 'Terry McMillan', 'Michael Blake', 'David Twohy', 'Joseph L. Mankiewicz']]
Predicted Ans:    Ted Griffin
Predicted Path:   The Bodyguard --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       The Bodyguard --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.471997
Path Entropy(↓):  0.882564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of phat beach is also the director of which films
Start Entity:     Phat Beach
Gold Answer:      [['Kissing a Fool']]
Predicted Ans:    Kissing a Fool
Predicted Path:   Phat Beach --[directed_by]--> Doug Ellin --[(INV) directed_by]--> Kissing a Fool
Path (Raw):       Phat Beach --[directed_by]--> Doug Ellin --[(INV) directed_by]--> Kissing a Fool --[No Operation]--> Kissing a Fool
Neg LogProb(↓):   0.344571
Path Entropy(↓):  0.603475
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with white chicks
Start Entity:     White Chicks
Gold Answer:      [['Scary Movie 3', 'Most Wanted', "Don't Be a Menace to South Central While Drinking Your Juice in the Hood", "I'm Gonna Git You Sucka", 'A Low Down Dirty Shame', 'Scary Movie', 'A Haunted House', 'A Haunted House 2']]
Predicted Ans:    Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Predicted Path:   White Chicks --[written_by]--> Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Path (Raw):       White Chicks --[written_by]--> Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[No Operation]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Neg LogProb(↓):   0.289962
Path Entropy(↓):  0.691293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of blow out
Start Entity:     Blow Out
Gold Answer:      [['Rachel McAdams', 'Nigel Bruce', 'Basil Rathbone', 'Robert De Niro', 'Gregg Henry', 'Michael Caine', 'Cliff Robertson', 'Nicolas Cage', 'Angie Dickinson', 'Noomi Rapace', 'Rebecca Romijn', 'Margot Kidder', 'Lolita Davidovich', 'John Lithgow', 'Charles Durning', 'Carla Gugino', 'Steven Bauer', 'Melanie Griffith', 'Jennifer Salt', 'Craig Wasson', 'Gary Sinise', 'Antonio Banderas', 'Keith Gordon', 'Geneviève Bujold', 'Nancy Allen']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Blow Out --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[starred_actors]--> Antonio Banderas
Path (Raw):       Blow Out --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.536516
Path Entropy(↓):  1.268226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of night must fall
Start Entity:     Night Must Fall
Gold Answer:      [['Dashiell Hammett', 'Talbot Jennings', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Jo Swerling', 'William H. Macy', 'George Wells', 'Gladys Lehman', 'Harry Brown', 'Wells Root', 'Jan Lustig', 'William Ludwig', 'Nedrick Young', 'Maurice Zimm', 'Samuel James Larsen', 'Joseph Breen', 'Donald Ogden Stewart', 'Ben Ames Williams', 'Thomas Malory', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'Guy Trosper', 'Ferenc Molnár', 'John Gay', 'Noel Langley', 'James R. Webb', 'John L. Balderston', 'Richard Connell', 'Helen MacInnes']]
Predicted Ans:    Ben Ames Williams
Predicted Path:   Night Must Fall --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Path (Raw):       Night Must Fall --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Neg LogProb(↓):   1.473413
Path Entropy(↓):  2.342118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of gladys george starred movies
Start Entity:     Gladys George
Gold Answer:      [['1941', '1937', '1939', '1931']]
Predicted Ans:    1941
Predicted Path:   Gladys George --[(INV) starred_actors]--> The Maltese Falcon --[release_year]--> 1941
Path (Raw):       Gladys George --[No Operation]--> Gladys George --[(INV) starred_actors]--> The Maltese Falcon --[release_year]--> 1941
Neg LogProb(↓):   0.704306
Path Entropy(↓):  1.252998
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the package
Start Entity:     The Package
Gold Answer:      [['1995', '1998', '1988', '1990', '1992', '1993', '1996', '2006', '1985', '1947', '2002']]
Predicted Ans:    1993
Predicted Path:   The Package --[directed_by]--> Andrew Davis --[(INV) directed_by]--> The Fugitive --[release_year]--> 1993
Path (Raw):       The Package --[directed_by]--> Andrew Davis --[(INV) directed_by]--> The Fugitive --[release_year]--> 1993
Neg LogProb(↓):   1.280870
Path Entropy(↓):  2.254657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of small change
Start Entity:     Small Change
Gold Answer:      [['Jean Desailly', 'Nelly Benedetti', 'Julie Andrews', 'Claire Maurier', 'Albert Rémy', 'Catherine Deneuve', 'Jean Dasté', 'Françoise Seigner', 'Jacqueline Bisset', 'François Truffaut', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Burt Reynolds', 'Oskar Werner', 'Gérard Depardieu', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Françoise Dorléac', 'Cyril Cusack', 'Julie Christie', 'Bernadette Lafont', 'Gérard Blain', 'Nathalie Baye', 'Patrick Maléon']]
Predicted Ans:    Jean Dasté
Predicted Path:   Small Change --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Path (Raw):       Small Change --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.202479
Path Entropy(↓):  0.595504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by beverly adams
Start Entity:     Beverly Adams
Gold Answer:      [['Robert Bloch']]
Predicted Ans:    Robert Bloch
Predicted Path:   Beverly Adams --[(INV) starred_actors]--> Torture Garden --[written_by]--> Robert Bloch
Path (Raw):       Beverly Adams --[No Operation]--> Beverly Adams --[(INV) starred_actors]--> Torture Garden --[written_by]--> Robert Bloch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by kevin downes
Start Entity:     Kevin Downes
Gold Answer:      [['David A.R. White']]
Predicted Ans:    Alex Kendrick
Predicted Path:   Kevin Downes --[(INV) starred_actors]--> Courageous --[written_by]--> Alex Kendrick
Path (Raw):       Kevin Downes --[No Operation]--> Kevin Downes --[(INV) starred_actors]--> Courageous --[written_by]--> Alex Kendrick
Neg LogProb(↓):   0.735803
Path Entropy(↓):  1.073624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of a taste of honey is also the director of which films
Start Entity:     A Taste of Honey
Gold Answer:      [['Mahogany', 'Mademoiselle', 'The Border', 'The Charge of the Light Brigade', 'Tom Jones', 'The Loneliness of the Long Distance Runner', 'Look Back in Anger', 'A Delicate Balance', 'The Entertainer', 'Ned Kelly', 'The Hotel New Hampshire', 'Blue Sky', 'Hamlet', 'The Loved One']]
Predicted Ans:    Hamlet
Predicted Path:   A Taste of Honey --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet
Path (Raw):       A Taste of Honey --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[No Operation]--> Hamlet
Neg LogProb(↓):   0.829018
Path Entropy(↓):  1.598103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by e. nesbit
Start Entity:     E. Nesbit
Gold Answer:      [['Lionel Jeffries']]
Predicted Ans:    Lionel Jeffries
Predicted Path:   E. Nesbit --[(INV) written_by]--> The Railway Children --[directed_by]--> Lionel Jeffries
Path (Raw):       E. Nesbit --[No Operation]--> E. Nesbit --[(INV) written_by]--> The Railway Children --[directed_by]--> Lionel Jeffries
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by household saints actors release
Start Entity:     Household Saints
Gold Answer:      [['1995', '1988', '1963', '2000', '2001', '2005', '1991', '1996', '2004', '1999', '2002', '1987', '2012', '2013']]
Predicted Ans:    1996
Predicted Path:   Household Saints --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[release_year]--> 1996
Path (Raw):       Household Saints --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[release_year]--> 1996
Neg LogProb(↓):   0.648903
Path Entropy(↓):  1.332388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was konga released
Start Entity:     Konga
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Konga --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       Konga --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   1.917742
Path Entropy(↓):  3.245901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the public enemy starred who
Start Entity:     The Public Enemy
Gold Answer:      [['Mae West', 'Gilbert Roland', 'Cary Grant', 'Owen Moore']]
Predicted Ans:    Jean Harlow
Predicted Path:   The Public Enemy --[written_by]--> Kubec Glasmon --[(INV) written_by]--> The Public Enemy --[starred_actors]--> Jean Harlow
Path (Raw):       The Public Enemy --[written_by]--> Kubec Glasmon --[(INV) written_by]--> The Public Enemy --[starred_actors]--> Jean Harlow
Neg LogProb(↓):   0.384494
Path Entropy(↓):  0.851694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by clair huffaker
Start Entity:     Clair Huffaker
Gold Answer:      [['Don Siegel', 'Burt Kennedy']]
Predicted Ans:    Burt Kennedy
Predicted Path:   Clair Huffaker --[(INV) written_by]--> The War Wagon --[directed_by]--> Burt Kennedy
Path (Raw):       Clair Huffaker --[No Operation]--> Clair Huffaker --[(INV) written_by]--> The War Wagon --[directed_by]--> Burt Kennedy
Neg LogProb(↓):   0.011380
Path Entropy(↓):  0.062966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote charlotte's web
Start Entity:     Charlotte's Web
Gold Answer:      [['Drama', 'Animation', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Charlotte's Web --[written_by]--> Susannah Grant --[(INV) written_by]--> The Soloist --[has_genre]--> Drama
Path (Raw):       Charlotte's Web --[written_by]--> Susannah Grant --[(INV) written_by]--> The Soloist --[has_genre]--> Drama
Neg LogProb(↓):   0.418029
Path Entropy(↓):  1.115269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie laurence anyways are written by who
Start Entity:     Laurence Anyways
Gold Answer:      [['Xavier Dolan', 'Michel Marc Bouchard']]
Predicted Ans:    Xavier Dolan
Predicted Path:   Laurence Anyways --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy --[directed_by]--> Xavier Dolan
Path (Raw):       Laurence Anyways --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy --[directed_by]--> Xavier Dolan
Neg LogProb(↓):   0.846803
Path Entropy(↓):  1.340776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe stand up and cheer!
Start Entity:     Stand Up and Cheer!
Gold Answer:      [['shirley temple', 'hamilton macfadden']]
Predicted Ans:    hamilton macfadden
Predicted Path:   Stand Up and Cheer! --[has_tags]--> hamilton macfadden --[(INV) has_tags]--> Charlie Chan Carries On --[has_tags]--> hamilton macfadden
Path (Raw):       Stand Up and Cheer! --[has_tags]--> hamilton macfadden --[(INV) has_tags]--> Charlie Chan Carries On --[has_tags]--> hamilton macfadden
Neg LogProb(↓):   0.006408
Path Entropy(↓):  0.040519
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film deadly friend
Start Entity:     Deadly Friend
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Deadly Friend --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Deadly Friend --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   2.486186
Path Entropy(↓):  4.064906
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does he said, she said fall under
Start Entity:     He Said, She Said
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   He Said, She Said --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       He Said, She Said --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.398160
Path Entropy(↓):  4.506785
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the lake house also starred in which films
Start Entity:     The Lake House
Gold Answer:      [['The New World', 'A Walk in the Clouds', 'The Amateur', 'Hope Floats', 'Gravity', 'Eyewitness', 'The Man Who Would Be King', 'The Day the Earth Stood Still', 'The Replacements', 'The Scarlet and the Black', 'John Wick', 'The Blind Side', 'Miss Congeniality', 'Two If by Sea', 'Practical Magic', "Henry's Crime", 'The Last Time I Committed Suicide', 'Sweet November', '28 Days', 'Street Kings', 'Vampire in Venice', 'Infamous', 'A Beautiful Mind', 'Wrestling Ernest Hemingway', 'Premonition', "Something's Gotta Give", 'The Proposal', 'Waterloo', 'The Sound of Music', 'In Love and War', 'Starcrash', 'Point Break', 'The Net', 'The Prince of Pennsylvania', 'The Insider', 'Generation Um...', "River's Edge", 'Johnny Mnemonic', 'The Return of the Pink Panther', 'Feeling Minnesota', 'Speed', 'Forces of Nature', 'Man in the Chair', 'A Scanner Darkly', 'Murder by Numbers', 'The Imaginarium of Doctor Parnassus', 'Syriana', 'A Time to Kill', 'Crackerjack', 'Aces High', 'Man of Tai Chi', 'Love Potion No. 9', 'Inside Daisy Clover', 'The Gift', 'The Pyx', '9', 'Constantine', 'My Own Private Idaho', 'Divine Secrets of the Ya-Ya Sisterhood', 'Inside Man', '47 Ronin', 'The Last Station', 'My Dog Tulip', 'Our Fathers', 'The Matrix', 'Two Weeks Notice', 'Crash', 'While You Were Sleeping', 'All About Steve', 'Wind Across the Everglades', 'The Man Who Planted Trees', 'The Silent Partner', 'Dracula 2000', 'The Heat', 'The Thing Called Love', 'Somewhere in Time', 'Little Buddha', 'Closing the Ring', 'The Watcher', 'Ararat', 'Triple Cross', 'Chain Reaction']]
Predicted Ans:    The Sound of Music
Predicted Path:   The Lake House --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music
Path (Raw):       The Lake House --[starred_actors]--> Christopher Plummer --[No Operation]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music
Neg LogProb(↓):   1.532537
Path Entropy(↓):  2.646277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film national lampoon's gold diggers
Start Entity:     National Lampoon's Gold Diggers
Gold Answer:      [['national lampoon']]
Predicted Ans:    national lampoon
Predicted Path:   National Lampoon's Gold Diggers --[has_tags]--> national lampoon --[(INV) has_tags]--> Going the Distance --[has_tags]--> national lampoon
Path (Raw):       National Lampoon's Gold Diggers --[has_tags]--> national lampoon --[(INV) has_tags]--> Going the Distance --[has_tags]--> national lampoon
Neg LogProb(↓):   0.004510
Path Entropy(↓):  0.028811
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film ken park were in which genres
Start Entity:     Ken Park
Gold Answer:      [['Drama', 'Documentary', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ken Park --[directed_by]--> Larry Clark --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Path (Raw):       Ken Park --[directed_by]--> Larry Clark --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Neg LogProb(↓):   0.435098
Path Entropy(↓):  0.918737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the file on thelma jordon were released in which years
Start Entity:     The File on Thelma Jordon
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1940', '1938', '1955', '1964', '1949', '1997', '1950', '1945', '1937', '1952', '1930']]
Predicted Ans:    1944
Predicted Path:   The File on Thelma Jordon --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[release_year]--> 1944
Path (Raw):       The File on Thelma Jordon --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[release_year]--> 1944
Neg LogProb(↓):   1.757347
Path Entropy(↓):  2.375368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of three smart girls
Start Entity:     Three Smart Girls
Gold Answer:      [['Henry Koster']]
Predicted Ans:    Henry Koster
Predicted Path:   Three Smart Girls --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls --[directed_by]--> Henry Koster
Path (Raw):       Three Smart Girls --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.655913
Path Entropy(↓):  1.445999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did scott heim write
Start Entity:     Scott Heim
Gold Answer:      [['Mysterious Skin']]
Predicted Ans:    Mysterious Skin
Predicted Path:   Scott Heim --[(INV) written_by]--> Mysterious Skin --[written_by]--> Scott Heim --[(INV) written_by]--> Mysterious Skin
Path (Raw):       Scott Heim --[(INV) written_by]--> Mysterious Skin --[written_by]--> Scott Heim --[(INV) written_by]--> Mysterious Skin
Neg LogProb(↓):   0.011498
Path Entropy(↓):  0.062485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the ip man director release
Start Entity:     Ip Man
Gold Answer:      [['2010', '2006', '2007']]
Predicted Ans:    2008
Predicted Path:   Ip Man --[directed_by]--> Wilson Yip --[(INV) directed_by]--> Ip Man --[release_year]--> 2008
Path (Raw):       Ip Man --[directed_by]--> Wilson Yip --[(INV) directed_by]--> Ip Man --[release_year]--> 2008
Neg LogProb(↓):   0.398958
Path Entropy(↓):  0.840895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did norman kerry star in
Start Entity:     Norman Kerry
Gold Answer:      [['Merry-Go-Round']]
Predicted Ans:    Merry-Go-Round
Predicted Path:   Norman Kerry --[(INV) starred_actors]--> Merry-Go-Round --[starred_actors]--> Mary Philbin --[(INV) starred_actors]--> Merry-Go-Round
Path (Raw):       Norman Kerry --[(INV) starred_actors]--> Merry-Go-Round --[starred_actors]--> Mary Philbin --[(INV) starred_actors]--> Merry-Go-Round
Neg LogProb(↓):   0.472127
Path Entropy(↓):  0.995622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is appaloosa
Start Entity:     Appaloosa
Gold Answer:      [['Western', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Appaloosa --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Appaloosa --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.047916
Path Entropy(↓):  2.633801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in ghidorah, the three - headed monster
Start Entity:     Ghidorah, the Three-Headed Monster
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ghidorah, the Three-Headed Monster --[starred_actors]--> Hiroshi Koizumi --[(INV) starred_actors]--> Mothra --[in_language]--> Japanese
Path (Raw):       Ghidorah, the Three-Headed Monster --[starred_actors]--> Hiroshi Koizumi --[(INV) starred_actors]--> Mothra --[in_language]--> Japanese
Neg LogProb(↓):   0.000487
Path Entropy(↓):  0.004332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by nick of time actors
Start Entity:     Nick of Time
Gold Answer:      [['Family', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    History
Predicted Path:   Nick of Time --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> Heaven's Gate --[has_genre]--> History
Path (Raw):       Nick of Time --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> Heaven's Gate --[has_genre]--> History
Neg LogProb(↓):   1.377351
Path Entropy(↓):  2.555964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the l. a. without a map director
Start Entity:     L.A. Without a Map
Gold Answer:      [['Petri Karra', 'Mika Kaurismäki', 'Aki Kaurismäki']]
Predicted Ans:    Mika Kaurismäki
Predicted Path:   L.A. Without a Map --[directed_by]--> Mika Kaurismäki --[(INV) directed_by]--> The House of Branching Love --[written_by]--> Mika Kaurismäki
Path (Raw):       L.A. Without a Map --[directed_by]--> Mika Kaurismäki --[(INV) directed_by]--> The House of Branching Love --[written_by]--> Mika Kaurismäki
Neg LogProb(↓):   0.623563
Path Entropy(↓):  1.180888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in open range
Start Entity:     Open Range
Gold Answer:      [['Robert Duvall', 'Kevin Costner', 'Michael Gambon', 'Annette Bening']]
Predicted Ans:    Annette Bening
Predicted Path:   Open Range --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> In Dreams --[starred_actors]--> Annette Bening
Path (Raw):       Open Range --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> In Dreams --[starred_actors]--> Annette Bening
Neg LogProb(↓):   0.405480
Path Entropy(↓):  1.260999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the to be or not to be director release
Start Entity:     To Be or Not to Be
Gold Answer:      [['1946', '1941', '1984', '2007', '1939', '1933', '1982', '1932', '1931', '1943', '1983', '1948', '1940', '1918', '1922', '2011', '1934', '1978', '1925', '1929', '1927', '1937', '1986', '1952', '1930']]
Predicted Ans:    1932
Predicted Path:   To Be or Not to Be --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Path (Raw):       To Be or Not to Be --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Neg LogProb(↓):   1.180994
Path Entropy(↓):  2.241742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of explorers
Start Entity:     Explorers
Gold Answer:      [["What Doesn't Kill You", 'Gattaca', 'A Night in the Life of Jimmy Reardon', 'Great Expectations', 'The Purge', 'Little Nikita', 'White Fang', 'Tape', 'Before Sunrise', "Before the Devil Knows You're Dead", 'Assault on Precinct 13', 'The Jimmy Show', 'The Newton Boys', 'Dogfight', 'Reality Bites', 'Hamlet', 'Mystery Date', 'Getaway', 'Before Sunset', 'Taking Lives', "Brooklyn's Finest", 'Alive', 'A Midnight Clear', 'My Own Private Idaho', 'The Thing Called Love', 'The Woman in the Fifth', 'Sinister', 'The Mosquito Coast', 'Before Midnight', 'Training Day', 'Running on Empty', 'Predestination']]
Predicted Ans:    Hamlet
Predicted Path:   Explorers --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet
Path (Raw):       Explorers --[starred_actors]--> Ethan Hawke --[No Operation]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.166681
Path Entropy(↓):  0.659062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of halloween ii
Start Entity:     Halloween II
Gold Answer:      [['Selma Blair', "Dan O'Bannon", 'Meg Foster', 'Donald Pleasence', 'Steve Buscemi', 'Faye Dunaway', 'Keith David', 'Roddy Piper', 'Karen Black', 'Bruce Davison', 'Maggie Grace', 'Lauren Hutton', 'Kurt Russell', 'Ethan Hawke', 'Maria Bello', 'Tyler Mane', 'Natasha Henstridge', 'Ice Cube', 'Jeff Daniel Phillips', 'Linda Hamilton', 'Adrienne Barbeau', 'Jamie Lee Curtis', 'Janet Leigh', 'Laurence Fishburne', 'Judy Geeson', 'Malcolm McDowell', 'Jason Statham', 'Laurie Zimmer', 'Austin Stoker', 'Darwin Joston', 'Daeg Faerch', 'Clea DuVall', 'Robert Vaughn', 'Sid Haig', 'Sheri Moon Zombie', 'Tom Welling', 'Bill Moseley', 'Tommy Lee Jones']]
Predicted Ans:    Kurt Russell
Predicted Path:   Halloween II --[written_by]--> John Carpenter --[(INV) written_by]--> Escape from L.A. --[starred_actors]--> Kurt Russell
Path (Raw):       Halloween II --[written_by]--> John Carpenter --[(INV) written_by]--> Escape from L.A. --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.881859
Path Entropy(↓):  1.694792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of carnal knowledge was who
Start Entity:     Carnal Knowledge
Gold Answer:      [['Mike Nichols']]
Predicted Ans:    Mike Nichols
Predicted Path:   Carnal Knowledge --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Catch-22 --[directed_by]--> Mike Nichols
Path (Raw):       Carnal Knowledge --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Catch-22 --[directed_by]--> Mike Nichols
Neg LogProb(↓):   0.820956
Path Entropy(↓):  1.252243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jacob tierney were released in which years
Start Entity:     Jacob Tierney
Gold Answer:      [['2009', '2010']]
Predicted Ans:    2010
Predicted Path:   Jacob Tierney --[(INV) directed_by]--> Good Neighbors --[release_year]--> 2010
Path (Raw):       Jacob Tierney --[No Operation]--> Jacob Tierney --[(INV) directed_by]--> Good Neighbors --[release_year]--> 2010
Neg LogProb(↓):   0.019698
Path Entropy(↓):  0.096111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by david belle were directed by who
Start Entity:     David Belle
Gold Answer:      [['Camille Delamarre']]
Predicted Ans:    Camille Delamarre
Predicted Path:   David Belle --[(INV) starred_actors]--> Brick Mansions --[directed_by]--> Camille Delamarre
Path (Raw):       David Belle --[No Operation]--> David Belle --[(INV) starred_actors]--> Brick Mansions --[directed_by]--> Camille Delamarre
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by dean stockwell
Start Entity:     dean stockwell
Gold Answer:      [['Paris', 'Compulsion', 'Texas']]
Predicted Ans:    Compulsion
Predicted Path:   dean stockwell --[(INV) has_tags]--> Compulsion --[has_tags]--> dean stockwell --[(INV) has_tags]--> Compulsion
Path (Raw):       dean stockwell --[(INV) has_tags]--> Compulsion --[has_tags]--> dean stockwell --[(INV) has_tags]--> Compulsion
Neg LogProb(↓):   0.016008
Path Entropy(↓):  0.081770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of skin deep
Start Entity:     Skin Deep
Gold Answer:      [['Fred Astaire', 'Steve Martin', 'Peter Falk', 'Bruce Willis', 'Julie Andrews', 'Jean Reno', 'Lesley Ann Warren', 'Betty Garrett', 'Claudine Longet', 'Robert Wagner', 'Robert Webber', 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Burt Reynolds', 'William Holden', 'Jack Lemmon', "Arthur O'Connell", 'Ellen Barkin', 'Kathryn Grant', 'Herbert Lom', 'Ernie Kovacs', 'David Niven', 'Capucine', 'Roberto Benigni', 'Tuesday Weld', 'Jackie Gleason', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Elke Sommer', 'JoBeth Williams', 'Jimmy Smits', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Ted Danson', 'Kim Novak', 'Tony Curtis', 'Janet Leigh', 'Rosalind Russell', 'Alan Arkin', 'Dudley Moore', 'Kevin Kline', 'Howie Mandel', 'Lorraine Bracco', 'Bo Derek', 'Emily Mortimer', 'Rock Hudson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'George Tobias', 'Brian Aherne', 'Janet Blair', "Ryan O'Neal"]]
Predicted Ans:    William Holden
Predicted Path:   Skin Deep --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[starred_actors]--> William Holden
Path (Raw):       Skin Deep --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[starred_actors]--> William Holden
Neg LogProb(↓):   0.649976
Path Entropy(↓):  1.473195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the avengers
Start Entity:     The Avengers
Gold Answer:      [["What's Your Number?", 'From Russia with Love', 'The Molly Maguires', 'Bel Ami', 'The Prince of Egypt', 'Zardoz', 'Time Bandits', 'The Man Who Would Be King', 'The Wind and the Lion', 'Collateral', 'Five Days One Summer', 'The League of Extraordinary Gentlemen', 'Meteor', 'The Iceman', 'The Life Before Her Eyes', 'Indiana Jones and the Last Crusade', 'Shalako', 'Puncture', 'Thor', 'Chicago 10', 'The Hunt for Red October', 'The Last Castle', 'Never Say Never Again', 'The Accidental Husband', 'Begin Again', 'You Can Count on Me', 'Street Kings', 'The Untouchables', 'Thanks for Sharing', 'Family Business', 'The End of the Affair', 'Highlander', 'Margaret', 'The Red Tent', 'Chromophobia', 'You Only Live Twice', 'The Constant Gardener', 'Wrong Is Right', 'TMNT', 'The Normal Heart', "Schindler's List", 'A Fine Madness', 'Entrapment', 'Finding Forrester', "What Doesn't Kill You", 'Great Expectations', 'Dr. No', 'Thunderball', 'Onegin', 'Spider', 'Hysterical Blindness', 'Tape', 'The Producers', 'The Grand Budapest Hotel', 'Maid in Manhattan', 'Foxcatcher', 'Just Cause', 'Diamonds Are Forever', "Darby O'Gill and the Little People", 'Zodiac', 'Skyfall', 'Coriolanus', 'Red Dragon', 'Medicine Man', 'Sunshine', 'First Knight', 'The Next Man', 'Oscar and Lucinda', 'The Rock', 'Gattaca', 'Now You See Me', 'XX/XY', 'Jennifer 8', 'Strange Days', 'Land of the Blind', 'The Anderson Tapes', 'Ceremony', 'Rush', 'Wrath of the Titans', 'The Frightened City', 'Paycheck', 'Even Cowgirls Get the Blues', 'The Baby of Mâcon', 'The Hill', 'Red Dawn', 'Rumor Has It...', 'Blackhat', 'Sympathy for Delicious', 'Marnie', 'The Reader', 'Mad Dog and Glory', 'Johnny Be Good', 'The Perfect Score', 'Prime', 'The Name of the Rose', 'A Month by the Lake', 'The Presidio', 'My Super Ex-Girlfriend', 'Vatel', 'The Russia House', 'Cuba', 'Outland', 'Final Analysis', 'Where the Heart Is', 'Robin and Marian', '13 Going on 30', 'View from the Top', 'The Brothers Bloom', 'The Cabin in the Woods', 'Snowpiercer', 'London', 'Snow White and the Huntsman', 'Goldfinger', 'Rising Sun', 'Motherhood', 'Fierce People', 'The Offence', 'Quiz Show']]
Predicted Ans:    Finding Forrester
Predicted Path:   The Avengers --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Finding Forrester
Path (Raw):       The Avengers --[starred_actors]--> Sean Connery --[No Operation]--> Sean Connery --[(INV) starred_actors]--> Finding Forrester
Neg LogProb(↓):   1.100359
Path Entropy(↓):  2.252045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of julian mitchell
Start Entity:     Julian Mitchell
Gold Answer:      [['Richard Ellmann']]
Predicted Ans:    Julian Mitchell
Predicted Path:   Julian Mitchell --[(INV) written_by]--> Another Country --[written_by]--> Julian Mitchell
Path (Raw):       Julian Mitchell --[No Operation]--> Julian Mitchell --[(INV) written_by]--> Another Country --[written_by]--> Julian Mitchell
Neg LogProb(↓):   0.003866
Path Entropy(↓):  0.025294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the film comrades
Start Entity:     Comrades
Gold Answer:      [['Bill Douglas']]
Predicted Ans:    Bill Douglas
Predicted Path:   Comrades --[directed_by]--> Bill Douglas --[(INV) directed_by]--> Comrades --[directed_by]--> Bill Douglas
Path (Raw):       Comrades --[directed_by]--> Bill Douglas --[(INV) directed_by]--> Comrades --[directed_by]--> Bill Douglas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the incredibles were directed by who
Start Entity:     The Incredibles
Gold Answer:      [['Jan Pinkava', 'Brad Bird']]
Predicted Ans:    Brad Bird
Predicted Path:   The Incredibles --[written_by]--> Brad Bird --[(INV) written_by]--> Ratatouille --[directed_by]--> Brad Bird
Path (Raw):       The Incredibles --[written_by]--> Brad Bird --[(INV) written_by]--> Ratatouille --[directed_by]--> Brad Bird
Neg LogProb(↓):   0.239878
Path Entropy(↓):  0.749178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of love bites
Start Entity:     Love Bites
Gold Answer:      [['Swimming with Sharks', 'Ski Patrol']]
Predicted Ans:    Love Bites
Predicted Path:   Love Bites --[starred_actors]--> Roger Rose --[(INV) starred_actors]--> Love Bites
Path (Raw):       Love Bites --[starred_actors]--> Roger Rose --[No Operation]--> Roger Rose --[(INV) starred_actors]--> Love Bites
Neg LogProb(↓):   0.004881
Path Entropy(↓):  0.034648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films written by talal derki release
Start Entity:     Talal Derki
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Talal Derki --[(INV) written_by]--> The Return to Homs --[release_year]--> 2013
Path (Raw):       Talal Derki --[No Operation]--> Talal Derki --[(INV) written_by]--> The Return to Homs --[release_year]--> 2013
Neg LogProb(↓):   0.000705
Path Entropy(↓):  0.005823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in barfly
Start Entity:     Barfly
Gold Answer:      [['Walter Hill', 'Mitch Glazer', 'Andrew Birkin', 'Roger Donaldson', 'Michael Seresin', 'Ross Kagan Marks', 'Franco Zeffirelli', 'Kevin Spacey', 'Stuart Rosenberg', 'Simon Wincer', 'Volker Schlöndorff', 'Tony Scott', 'Zalman King', 'John Madden', 'David Beaird', 'Roman Polanski', 'Irvin Kershner', 'King Vidor', 'Jonas Åkerlund', 'Stanley Kramer', 'Alan Parker', 'Brian G. Hutton', 'Michael Cimino', 'Jeannot Szwarc', 'Francis Ford Coppola', 'Vincent Gallo', 'Frank Perry', 'Emir Kusturica', 'Sidney Lumet', 'Julien Temple', 'Darren Aronofsky', 'Tarsem Singh', 'John Guillermin', 'Arthur Penn', 'Sydney Pollack', 'John McTiernan', 'Ken Kwapis', 'Norman Jewison', 'Mike Hodges', 'Elia Kazan']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Barfly --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Path (Raw):       Barfly --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Neg LogProb(↓):   0.302001
Path Entropy(↓):  1.081386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film ballet shoes released
Start Entity:     Ballet Shoes
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Ballet Shoes --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Ballet Shoes --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.843631
Path Entropy(↓):  4.482676
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote sunshine
Start Entity:     Sunshine
Gold Answer:      [['Hungarian', 'Thai', 'English', 'German']]
Predicted Ans:    Thai
Predicted Path:   Sunshine --[written_by]--> Alex Garland --[(INV) written_by]--> The Beach --[in_language]--> Thai
Path (Raw):       Sunshine --[written_by]--> Alex Garland --[(INV) written_by]--> The Beach --[in_language]--> Thai
Neg LogProb(↓):   0.013195
Path Entropy(↓):  0.069872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about paul bettany
Start Entity:     paul bettany
Gold Answer:      [['Wimbledon', 'The Young Victoria', "A Knight's Tale", 'A Beautiful Mind', 'Legion', 'Creation', 'The Reckoning', 'Inkheart', 'Firewall', 'The Da Vinci Code', 'Priest']]
Predicted Ans:    The Man Who Knew Too Little
Predicted Path:   paul bettany --[(INV) has_tags]--> Creation --[has_tags]--> jon amiel --[(INV) has_tags]--> The Man Who Knew Too Little
Path (Raw):       paul bettany --[(INV) has_tags]--> Creation --[has_tags]--> jon amiel --[(INV) has_tags]--> The Man Who Knew Too Little
Neg LogProb(↓):   0.688621
Path Entropy(↓):  1.355907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies written by samuel a. taylor fall under
Start Entity:     Samuel A. Taylor
Gold Answer:      [['Drama', 'Thriller', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Samuel A. Taylor --[(INV) written_by]--> Goodbye Again --[has_genre]--> Drama
Path (Raw):       Samuel A. Taylor --[No Operation]--> Samuel A. Taylor --[(INV) written_by]--> Goodbye Again --[has_genre]--> Drama
Neg LogProb(↓):   0.163506
Path Entropy(↓):  0.532621
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by peter r. hunt were in which genres
Start Entity:     Peter R. Hunt
Gold Answer:      [['Western', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Peter R. Hunt --[(INV) directed_by]--> Wild Geese II --[has_genre]--> Thriller
Path (Raw):       Peter R. Hunt --[No Operation]--> Peter R. Hunt --[(INV) directed_by]--> Wild Geese II --[has_genre]--> Thriller
Neg LogProb(↓):   0.180913
Path Entropy(↓):  0.464536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did marshall brickman write
Start Entity:     Marshall Brickman
Gold Answer:      [['Lovesick', 'Jersey Boys', 'For the Boys', 'Manhattan Murder Mystery', 'Simon', 'Manhattan', 'Annie Hall', 'The Manhattan Project', 'Sleeper']]
Predicted Ans:    Simon
Predicted Path:   Marshall Brickman --[(INV) written_by]--> Simon --[written_by]--> Eddy Terstall --[(INV) written_by]--> Simon
Path (Raw):       Marshall Brickman --[(INV) written_by]--> Simon --[written_by]--> Eddy Terstall --[(INV) written_by]--> Simon
Neg LogProb(↓):   0.014193
Path Entropy(↓):  0.088382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film national treasure were released in which years
Start Entity:     National Treasure
Gold Answer:      [['1995', '1992', '1993', '2010', '1996', '2013']]
Predicted Ans:    1995
Predicted Path:   National Treasure --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> While You Were Sleeping --[release_year]--> 1995
Path (Raw):       National Treasure --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> While You Were Sleeping --[release_year]--> 1995
Neg LogProb(↓):   0.876967
Path Entropy(↓):  1.481981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by alexandre aja in
Start Entity:     Alexandre Aja
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Alexandre Aja --[(INV) written_by]--> High Tension --[has_genre]--> Horror
Path (Raw):       Alexandre Aja --[No Operation]--> Alexandre Aja --[(INV) written_by]--> High Tension --[has_genre]--> Horror
Neg LogProb(↓):   0.167253
Path Entropy(↓):  0.430860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by julian arahanga were written by who
Start Entity:     Julian Arahanga
Gold Answer:      [['Gregor Nicholas']]
Predicted Ans:    Gregor Nicholas
Predicted Path:   Julian Arahanga --[(INV) starred_actors]--> Broken English --[written_by]--> Gregor Nicholas
Path (Raw):       Julian Arahanga --[No Operation]--> Julian Arahanga --[(INV) starred_actors]--> Broken English --[written_by]--> Gregor Nicholas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of nekromantik 2
Start Entity:     Nekromantik 2
Gold Answer:      [['Nekromantik']]
Predicted Ans:    Nekromantik 2
Predicted Path:   Nekromantik 2 --[written_by]--> Jörg Buttgereit --[(INV) written_by]--> Nekromantik 2
Path (Raw):       Nekromantik 2 --[No Operation]--> Nekromantik 2 --[written_by]--> Jörg Buttgereit --[(INV) written_by]--> Nekromantik 2
Neg LogProb(↓):   0.697279
Path Entropy(↓):  0.856319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with yankee doodle dandy fall under
Start Entity:     Yankee Doodle Dandy
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Yankee Doodle Dandy --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       Yankee Doodle Dandy --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   0.939024
Path Entropy(↓):  1.860068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the matriarch were released in which years
Start Entity:     The Matriarch
Gold Answer:      [['2001', '1998', '2004']]
Predicted Ans:    2001
Predicted Path:   The Matriarch --[written_by]--> Markku Pölönen --[(INV) written_by]--> On the Road to Emmaus --[release_year]--> 2001
Path (Raw):       The Matriarch --[written_by]--> Markku Pölönen --[(INV) written_by]--> On the Road to Emmaus --[release_year]--> 2001
Neg LogProb(↓):   0.307527
Path Entropy(↓):  0.818034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the quiet room also wrote which movies
Start Entity:     The Quiet Room
Gold Answer:      [['Bad Boy Bubby', "Charlie's Country", 'The Tracker', 'Ten Canoes']]
Predicted Ans:    Ten Canoes
Predicted Path:   The Quiet Room --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes
Path (Raw):       The Quiet Room --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[No Operation]--> Ten Canoes
Neg LogProb(↓):   0.590018
Path Entropy(↓):  1.042781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by truth or consequences, n. m. actors
Start Entity:     Truth or Consequences, N.M.
Gold Answer:      [['Alexandre Aja', 'Mitchell Kapner', 'Jeffrey Konvitz', 'John Fusco', 'Kevin Pollak', 'Matthew Bright', 'Anne Amanda Opotowsky', 'Bradley Allenstein', 'E.T.A. Hoffmann', 'Michael Hoffman', 'George Gallo', 'Ron Cutler', 'Alex Proyas', 'David S. Goyer', 'Ernest Thompson', 'George Sluizer', 'John Krasinski', 'Tim Krabbé', 'Jerzy Skolimowski', 'Gerald Petievich', 'Jay McInerney', 'Dave Eggers', 'Francis Ford Coppola', 'Matt Damon', 'Michael Winner', 'Claire Denis', 'Robert Resnikoff', 'Jeff Miller', 'Christopher McQuarrie', 'George MacDonald Fraser', 'Peter Facinelli', 'Vincent Gallo', 'David Loughery', 'Lem Dobbs', 'Rod Lurie', 'Vincent Ward', 'Brad J. Silverman', 'Brandon Rice']]
Predicted Ans:    Vincent Gallo
Predicted Path:   Truth or Consequences, N.M. --[starred_actors]--> Vincent Gallo --[(INV) starred_actors]--> Buffalo '66 --[written_by]--> Vincent Gallo
Path (Raw):       Truth or Consequences, N.M. --[starred_actors]--> Vincent Gallo --[(INV) starred_actors]--> Buffalo '66 --[written_by]--> Vincent Gallo
Neg LogProb(↓):   0.169245
Path Entropy(↓):  0.720558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by william rose release
Start Entity:     William Rose
Gold Answer:      [['2004', '1953', '1967', '1969', '1955']]
Predicted Ans:    1955
Predicted Path:   William Rose --[(INV) written_by]--> The Ladykillers --[release_year]--> 1955
Path (Raw):       William Rose --[No Operation]--> William Rose --[(INV) written_by]--> The Ladykillers --[release_year]--> 1955
Neg LogProb(↓):   1.176918
Path Entropy(↓):  1.967259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does russell means star in
Start Entity:     Russell Means
Gold Answer:      [['Pathfinder', 'The Last of the Mohicans', '29 Palms']]
Predicted Ans:    Pathfinder
Predicted Path:   Russell Means --[(INV) starred_actors]--> Pathfinder --[has_tags]--> clancy brown --[(INV) has_tags]--> Pathfinder
Path (Raw):       Russell Means --[(INV) starred_actors]--> Pathfinder --[has_tags]--> clancy brown --[(INV) has_tags]--> Pathfinder
Neg LogProb(↓):   0.006908
Path Entropy(↓):  0.051334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the incantato director release
Start Entity:     Incantato
Gold Answer:      [['1964', '1999', '2009']]
Predicted Ans:    1964
Predicted Path:   Incantato --[directed_by]--> Pupi Avati --[(INV) directed_by]--> The Best Man --[release_year]--> 1964
Path (Raw):       Incantato --[directed_by]--> Pupi Avati --[(INV) directed_by]--> The Best Man --[release_year]--> 1964
Neg LogProb(↓):   0.555379
Path Entropy(↓):  0.920013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in camp nowhere
Start Entity:     Camp Nowhere
Gold Answer:      [['Jacquelyn Mitchard']]
Predicted Ans:    Jacquelyn Mitchard
Predicted Path:   Camp Nowhere --[starred_actors]--> Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard
Path (Raw):       Camp Nowhere --[starred_actors]--> Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard
Neg LogProb(↓):   0.102538
Path Entropy(↓):  0.354333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with mademoiselle chambon
Start Entity:     Mademoiselle Chambon
Gold Answer:      [['Not Here to Be Loved']]
Predicted Ans:    Mademoiselle Chambon
Predicted Path:   Mademoiselle Chambon --[written_by]--> Stéphane Brizé --[(INV) written_by]--> Mademoiselle Chambon
Path (Raw):       Mademoiselle Chambon --[written_by]--> Stéphane Brizé --[(INV) written_by]--> Mademoiselle Chambon --[No Operation]--> Mademoiselle Chambon
Neg LogProb(↓):   0.013631
Path Entropy(↓):  0.071732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same actor of the den
Start Entity:     The Den
Gold Answer:      [['Smiley', 'Extraterrestrial']]
Predicted Ans:    Extraterrestrial
Predicted Path:   The Den --[starred_actors]--> Melanie Papalia --[(INV) starred_actors]--> Extraterrestrial
Path (Raw):       The Den --[starred_actors]--> Melanie Papalia --[No Operation]--> Melanie Papalia --[(INV) starred_actors]--> Extraterrestrial
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie city slickers
Start Entity:     City Slickers
Gold Answer:      [['ron underwood', 'colorado', 'jack palance', 'bruno kirby', 'daniel stern', 'billy crystal']]
Predicted Ans:    daniel stern
Predicted Path:   City Slickers --[has_tags]--> daniel stern --[(INV) has_tags]--> Rookie of the Year --[has_tags]--> daniel stern
Path (Raw):       City Slickers --[has_tags]--> daniel stern --[(INV) has_tags]--> Rookie of the Year --[has_tags]--> daniel stern
Neg LogProb(↓):   0.603378
Path Entropy(↓):  0.826200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie children of nature released
Start Entity:     Children of Nature
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Children of Nature --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Children of Nature --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   3.054330
Path Entropy(↓):  4.413892
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by paul a. partain fall under
Start Entity:     Paul A. Partain
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Paul A. Partain --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[has_genre]--> Horror
Path (Raw):       Paul A. Partain --[No Operation]--> Paul A. Partain --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed monkey business
Start Entity:     Monkey Business
Gold Answer:      [['Norman Z. McLeod']]
Predicted Ans:    Howard Hawks
Predicted Path:   Monkey Business --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Path (Raw):       Monkey Business --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.293753
Path Entropy(↓):  2.169479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you give a few words describing what four weddings and a funeral is about
Start Entity:     Four Weddings and a Funeral
Gold Answer:      [['british', 'wedding', 'funeral', 'mike newell', 'comedy', 'hugh grant']]
Predicted Ans:    hugh grant
Predicted Path:   Four Weddings and a Funeral --[has_tags]--> hugh grant --[(INV) has_tags]--> Bitter Moon --[has_tags]--> hugh grant
Path (Raw):       Four Weddings and a Funeral --[has_tags]--> hugh grant --[(INV) has_tags]--> Bitter Moon --[has_tags]--> hugh grant
Neg LogProb(↓):   0.004913
Path Entropy(↓):  0.035299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie johnny stecchino
Start Entity:     Johnny Stecchino
Gold Answer:      [['Blake Edwards', 'Roberto Benigni', 'Jim Jarmusch', 'Roland West', 'Wilfred Jackson', 'Ben Sharpsteen', 'Hamilton Luske', 'Bill Roberts', 'Jack Kinney', 'Norman Ferguson', 'T. Hee', 'Alan Parker']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Johnny Stecchino --[starred_actors]--> Roberto Benigni --[(INV) starred_actors]--> The Monster --[directed_by]--> Roberto Benigni
Path (Raw):       Johnny Stecchino --[starred_actors]--> Roberto Benigni --[(INV) starred_actors]--> The Monster --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   1.104520
Path Entropy(↓):  1.561112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe spider - man
Start Entity:     Spider-Man
Gold Answer:      [['comic book', 'power', 'new york city', 'james franco', 'kirsten dunst', 'tobey maguire', 'new york', 'sam raimi', 'willem dafoe', 'responsibility', 'action', 'marvel', 'sequel', 'super-hero', 'superheroes', 'comics', 'superhero']]
Predicted Ans:    power
Predicted Path:   Spider-Man --[has_tags]--> power --[(INV) has_tags]--> Spider-Man --[has_tags]--> power
Path (Raw):       Spider-Man --[has_tags]--> power --[(INV) has_tags]--> Spider-Man --[has_tags]--> power
Neg LogProb(↓):   0.149842
Path Entropy(↓):  0.491834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the wilby conspiracy is also the director of which movies
Start Entity:     The Wilby Conspiracy
Gold Answer:      [['Soldier in the Rain', 'Fate Is the Hunter', 'Soldier Blue', 'Requiem for a Heavyweight', 'Duel at Diablo', 'The Wrath of God', 'Lilies of the Field', 'Charly']]
Predicted Ans:    Charly
Predicted Path:   The Wilby Conspiracy --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Charly
Path (Raw):       The Wilby Conspiracy --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Charly --[No Operation]--> Charly
Neg LogProb(↓):   0.445797
Path Entropy(↓):  1.224762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed kangaroo jack
Start Entity:     Kangaroo Jack
Gold Answer:      [['David McNally']]
Predicted Ans:    David McNally
Predicted Path:   Kangaroo Jack --[directed_by]--> David McNally --[(INV) directed_by]--> Kangaroo Jack --[directed_by]--> David McNally
Path (Raw):       Kangaroo Jack --[directed_by]--> David McNally --[(INV) directed_by]--> Kangaroo Jack --[directed_by]--> David McNally
Neg LogProb(↓):   0.092327
Path Entropy(↓):  0.298337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with aubrey dollar
Start Entity:     Aubrey Dollar
Gold Answer:      [['Shane McRae']]
Predicted Ans:    Shane McRae
Predicted Path:   Aubrey Dollar --[(INV) starred_actors]--> One Small Hitch --[starred_actors]--> Shane McRae
Path (Raw):       Aubrey Dollar --[No Operation]--> Aubrey Dollar --[(INV) starred_actors]--> One Small Hitch --[starred_actors]--> Shane McRae
Neg LogProb(↓):   0.006254
Path Entropy(↓):  0.037870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter richard alan simmons co - wrote films with who
Start Entity:     Richard Alan Simmons
Gold Answer:      [['Margaret Fitts']]
Predicted Ans:    Margaret Fitts
Predicted Path:   Richard Alan Simmons --[(INV) written_by]--> The King and Four Queens --[written_by]--> Margaret Fitts
Path (Raw):       Richard Alan Simmons --[No Operation]--> Richard Alan Simmons --[(INV) written_by]--> The King and Four Queens --[written_by]--> Margaret Fitts
Neg LogProb(↓):   0.040782
Path Entropy(↓):  0.167830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of the jackal
Start Entity:     The Jackal
Gold Answer:      [['All the Young Men', "Nobody's Fool", 'To Sir, with Love', 'A Warm December', 'Blind Date', 'Over the Hedge', "Guess Who's Coming to Dinner", 'Live Free or Die Hard', 'The Organization', 'Pressure Point', 'Nights in Rodanthe', 'The Cotton Club', 'Bandits', 'Pretty Woman', 'A Raisin in the Sun', 'In Country', 'Cop Out', 'The Flock', 'Sunset', 'The Slender Thread', 'Shoot to Kill', '16 Blocks', 'The Bedford Incident', 'The Hunting Party', 'Primal Fear', 'Color of Night', 'Billy Bathgate', 'Mortal Thoughts', 'They Call Me Mister Tibbs!', 'The Story of Us', 'The Whole Nine Yards', 'Die Hard', 'Autumn in New York', 'King David', 'Unbreakable', 'The Prince', 'Amelia', 'A Piece of the Action', 'Hudson Hawk', 'The Mothman Prophecies', 'Mr. Jones', 'Die Hard 2', 'No Way Out', 'Alpha Dog', 'Lucky Number Slevin', 'Striking Distance', 'Paris Blues', 'First Knight', 'Arbitrage', 'The Double', 'Sneakers', 'Assassination of a High School President', 'The Whole Ten Yards', 'Fire with Fire', 'Bee Season', 'Good-bye, My Lady', 'Looper', 'Vice', 'Unfaithful', 'No Mercy', 'Sommersby', 'Power', 'Buck and the Preacher', 'Death Becomes Her', 'Internal Affairs', 'Mercury Rising', 'Runaway Bride', 'The Bonfire of the Vanities', 'Armageddon', 'Perfect Stranger', 'A Good Day to Die Hard', "Let's Do It Again", 'An Officer and a Gentleman', 'Tears of the Sun', 'Little Nikita', 'Duel at Diablo', 'American Gigolo', 'Setup', 'The Last Boy Scout', 'Intersection', 'Final Analysis', 'Breathless', 'Yanks', 'For Love of Ivy', 'The Siege', 'A Patch of Blue', 'In the Heat of the Night', "Hart's War", 'The Cold Light of Day', 'Last Man Standing', 'The Sixth Sense', 'Uptown Saturday Night', 'The Fifth Element', "Brooklyn's Finest", 'Hostage', 'Bloodbrothers', 'Edge of the City', 'Surrogates', 'David and Lisa', 'Days of Heaven', 'The Long Ships', 'Red Corner', 'The Simple Life of Noah Dearborn', 'Lilies of the Field', 'The Defiant Ones']]
Predicted Ans:    To Sir, with Love
Predicted Path:   The Jackal --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Path (Raw):       The Jackal --[starred_actors]--> Sidney Poitier --[No Operation]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Neg LogProb(↓):   1.060921
Path Entropy(↓):  2.617659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie werckmeister harmonies
Start Entity:     Werckmeister Harmonies
Gold Answer:      [['Béla Tarr', 'László Krasznahorkai']]
Predicted Ans:    László Krasznahorkai
Predicted Path:   Werckmeister Harmonies --[written_by]--> László Krasznahorkai --[(INV) written_by]--> The Turin Horse --[written_by]--> László Krasznahorkai
Path (Raw):       Werckmeister Harmonies --[written_by]--> László Krasznahorkai --[(INV) written_by]--> The Turin Horse --[written_by]--> László Krasznahorkai
Neg LogProb(↓):   0.352455
Path Entropy(↓):  0.803597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer claudio fah
Start Entity:     Claudio Fäh
Gold Answer:      [['Kristin Dattilo', 'Michael Lowry', 'Clayton Rohner']]
Predicted Ans:    Kristin Dattilo
Predicted Path:   Claudio Fäh --[(INV) written_by]--> Coronado --[starred_actors]--> Kristin Dattilo
Path (Raw):       Claudio Fäh --[No Operation]--> Claudio Fäh --[(INV) written_by]--> Coronado --[starred_actors]--> Kristin Dattilo
Neg LogProb(↓):   0.389562
Path Entropy(↓):  0.775415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of 1 was
Start Entity:     1
Gold Answer:      [['Paul Crowder']]
Predicted Ans:    Paul Crowder
Predicted Path:   1 --[directed_by]--> Paul Crowder --[(INV) directed_by]--> The Last Play at Shea --[directed_by]--> Paul Crowder
Path (Raw):       1 --[directed_by]--> Paul Crowder --[(INV) directed_by]--> The Last Play at Shea --[directed_by]--> Paul Crowder
Neg LogProb(↓):   0.271292
Path Entropy(↓):  0.859798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of switchblade sisters
Start Entity:     Switchblade Sisters
Gold Answer:      [['1972', '1974', '1963', '1973']]
Predicted Ans:    1974
Predicted Path:   Switchblade Sisters --[written_by]--> Jack Hill --[(INV) written_by]--> Foxy Brown --[release_year]--> 1974
Path (Raw):       Switchblade Sisters --[written_by]--> Jack Hill --[(INV) written_by]--> Foxy Brown --[release_year]--> 1974
Neg LogProb(↓):   0.133434
Path Entropy(↓):  0.506401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of pump up the volume
Start Entity:     Pump Up the Volume
Gold Answer:      [['Robin Johnson', 'Tim Curry', 'Trini Alvarado']]
Predicted Ans:    Christian Slater
Predicted Path:   Pump Up the Volume --[written_by]--> Allan Moyle --[(INV) written_by]--> Pump Up the Volume --[starred_actors]--> Christian Slater
Path (Raw):       Pump Up the Volume --[written_by]--> Allan Moyle --[(INV) written_by]--> Pump Up the Volume --[starred_actors]--> Christian Slater
Neg LogProb(↓):   0.191273
Path Entropy(↓):  0.462322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you describe movie three comrades in a few words
Start Entity:     Three Comrades
Gold Answer:      [['frank borzage']]
Predicted Ans:    frank borzage
Predicted Path:   Three Comrades --[has_tags]--> frank borzage --[(INV) has_tags]--> The Mortal Storm --[has_tags]--> frank borzage
Path (Raw):       Three Comrades --[has_tags]--> frank borzage --[(INV) has_tags]--> The Mortal Storm --[has_tags]--> frank borzage
Neg LogProb(↓):   0.004685
Path Entropy(↓):  0.031358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in frantic
Start Entity:     Frantic
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Frantic --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Air Force One --[has_genre]--> Action
Path (Raw):       Frantic --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Air Force One --[has_genre]--> Action
Neg LogProb(↓):   1.532203
Path Entropy(↓):  1.048997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of looker
Start Entity:     Looker
Gold Answer:      [['Michael Crichton']]
Predicted Ans:    Michael Crichton
Predicted Path:   Looker --[written_by]--> Michael Crichton --[(INV) written_by]--> The Andromeda Strain --[written_by]--> Michael Crichton
Path (Raw):       Looker --[written_by]--> Michael Crichton --[(INV) written_by]--> The Andromeda Strain --[written_by]--> Michael Crichton
Neg LogProb(↓):   0.237034
Path Entropy(↓):  0.661109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what wimbledon is about
Start Entity:     Wimbledon
Gold Answer:      [['kirsten dunst', 'romantic', 'paul bettany', 'tennis']]
Predicted Ans:    kirsten dunst
Predicted Path:   Wimbledon --[has_tags]--> kirsten dunst --[(INV) has_tags]--> Elizabethtown --[has_tags]--> kirsten dunst
Path (Raw):       Wimbledon --[has_tags]--> kirsten dunst --[(INV) has_tags]--> Elizabethtown --[has_tags]--> kirsten dunst
Neg LogProb(↓):   0.814575
Path Entropy(↓):  1.324097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film tiresia
Start Entity:     Tiresia
Gold Answer:      [['Dominik Moll', 'Fabrice Du Welz']]
Predicted Ans:    Dominik Moll
Predicted Path:   Tiresia --[starred_actors]--> Laurent Lucas --[(INV) starred_actors]--> Lemming --[written_by]--> Dominik Moll
Path (Raw):       Tiresia --[starred_actors]--> Laurent Lucas --[(INV) starred_actors]--> Lemming --[written_by]--> Dominik Moll
Neg LogProb(↓):   0.030723
Path Entropy(↓):  0.159439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of shaun of the dead were directed by who
Start Entity:     Shaun of the Dead
Gold Answer:      [['Edgar Wright', 'Steven Spielberg', 'Greg Mottola']]
Predicted Ans:    Edgar Wright
Predicted Path:   Shaun of the Dead --[written_by]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz --[directed_by]--> Edgar Wright
Path (Raw):       Shaun of the Dead --[written_by]--> Simon Pegg --[(INV) written_by]--> Hot Fuzz --[directed_by]--> Edgar Wright
Neg LogProb(↓):   0.783394
Path Entropy(↓):  0.746809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote freeway
Start Entity:     Freeway
Gold Answer:      [['Richard Elfman', 'Tamra Davis']]
Predicted Ans:    Matthew Bright
Predicted Path:   Freeway --[written_by]--> Matthew Bright --[(INV) written_by]--> Freeway --[directed_by]--> Matthew Bright
Path (Raw):       Freeway --[written_by]--> Matthew Bright --[(INV) written_by]--> Freeway --[directed_by]--> Matthew Bright
Neg LogProb(↓):   0.033386
Path Entropy(↓):  0.166958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of willeke van ammelrooy starred movies
Start Entity:     Willeke van Ammelrooy
Gold Answer:      [['Marleen Gorris']]
Predicted Ans:    Marleen Gorris
Predicted Path:   Willeke van Ammelrooy --[(INV) starred_actors]--> Antonia's Line --[directed_by]--> Marleen Gorris
Path (Raw):       Willeke van Ammelrooy --[No Operation]--> Willeke van Ammelrooy --[(INV) starred_actors]--> Antonia's Line --[directed_by]--> Marleen Gorris
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with warren duff
Start Entity:     Warren Duff
Gold Answer:      [['Richard Maibaum', 'Rowland Brown', 'George Haight', 'Lewis E. Lawes', 'John Wexley', 'Richard L. Breen', 'Jonathan Finn', 'Martin Rackin']]
Predicted Ans:    Warren Duff
Predicted Path:   Warren Duff --[(INV) written_by]--> A Dangerous Profession --[written_by]--> Warren Duff
Path (Raw):       Warren Duff --[No Operation]--> Warren Duff --[(INV) written_by]--> A Dangerous Profession --[written_by]--> Warren Duff
Neg LogProb(↓):   0.990973
Path Entropy(↓):  1.300608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by clara bingham
Start Entity:     Clara Bingham
Gold Answer:      [['Niki Caro']]
Predicted Ans:    Niki Caro
Predicted Path:   Clara Bingham --[(INV) written_by]--> North Country --[directed_by]--> Niki Caro
Path (Raw):       Clara Bingham --[No Operation]--> Clara Bingham --[(INV) written_by]--> North Country --[directed_by]--> Niki Caro
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter jeremie guez co - wrote films with who
Start Entity:     Jérémie Guez
Gold Answer:      [['Jacques Fieschi', 'Jalil Lespert']]
Predicted Ans:    Jacques Fieschi
Predicted Path:   Jérémie Guez --[(INV) written_by]--> Yves Saint Laurent --[written_by]--> Jacques Fieschi
Path (Raw):       Jérémie Guez --[No Operation]--> Jérémie Guez --[(INV) written_by]--> Yves Saint Laurent --[written_by]--> Jacques Fieschi
Neg LogProb(↓):   0.003067
Path Entropy(↓):  0.022584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with yvan attal
Start Entity:     Yvan Attal
Gold Answer:      [['Terence Stamp', 'Charlotte Gainsbourg', 'Sami Frey', 'Sophie Marceau']]
Predicted Ans:    Yvan Attal
Predicted Path:   Yvan Attal --[(INV) starred_actors]--> Rapt --[starred_actors]--> Yvan Attal
Path (Raw):       Yvan Attal --[No Operation]--> Yvan Attal --[(INV) starred_actors]--> Rapt --[starred_actors]--> Yvan Attal
Neg LogProb(↓):   0.008760
Path Entropy(↓):  0.054355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with rene clement
Start Entity:     René Clément
Gold Answer:      [['Luchino Visconti', 'François Boyer', 'Patricia Highsmith']]
Predicted Ans:    Luchino Visconti
Predicted Path:   René Clément --[(INV) written_by]--> The Damned --[written_by]--> Luchino Visconti
Path (Raw):       René Clément --[No Operation]--> René Clément --[(INV) written_by]--> The Damned --[written_by]--> Luchino Visconti
Neg LogProb(↓):   0.014549
Path Entropy(↓):  0.090110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does deborah winters appear in
Start Entity:     Deborah Winters
Gold Answer:      [['Blue Sunshine', 'Kotch']]
Predicted Ans:    Blue Sunshine
Predicted Path:   Deborah Winters --[(INV) starred_actors]--> Blue Sunshine --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Blue Sunshine
Path (Raw):       Deborah Winters --[(INV) starred_actors]--> Blue Sunshine --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Blue Sunshine
Neg LogProb(↓):   0.531404
Path Entropy(↓):  0.980080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of geri miller starred movies
Start Entity:     Geri Miller
Gold Answer:      [['1970', '2014']]
Predicted Ans:    2014
Predicted Path:   Geri Miller --[(INV) starred_actors]--> Trash --[release_year]--> 2014
Path (Raw):       Geri Miller --[No Operation]--> Geri Miller --[(INV) starred_actors]--> Trash --[release_year]--> 2014
Neg LogProb(↓):   0.113827
Path Entropy(↓):  0.341442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the dawn patrol
Start Entity:     The Dawn Patrol
Gold Answer:      [['John Monk Saunders']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Dawn Patrol --[written_by]--> Howard Hawks --[(INV) written_by]--> Red Line 7000 --[written_by]--> Howard Hawks
Path (Raw):       The Dawn Patrol --[written_by]--> Howard Hawks --[(INV) written_by]--> Red Line 7000 --[written_by]--> Howard Hawks
Neg LogProb(↓):   0.163983
Path Entropy(↓):  0.605124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the writer of the dawn patrol
Start Entity:     The Dawn Patrol
Gold Answer:      [['John Monk Saunders', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Dawn Patrol --[written_by]--> Howard Hawks --[(INV) written_by]--> Red Line 7000 --[written_by]--> Howard Hawks
Path (Raw):       The Dawn Patrol --[written_by]--> Howard Hawks --[(INV) written_by]--> Red Line 7000 --[written_by]--> Howard Hawks
Neg LogProb(↓):   0.163983
Path Entropy(↓):  0.605124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of going down in la - la land
Start Entity:     Going Down in LA-LA Land
Gold Answer:      [['Violet Tendencies']]
Predicted Ans:    Violet Tendencies
Predicted Path:   Going Down in LA-LA Land --[directed_by]--> Casper Andreas --[(INV) directed_by]--> Violet Tendencies
Path (Raw):       Going Down in LA-LA Land --[directed_by]--> Casper Andreas --[(INV) directed_by]--> Violet Tendencies --[No Operation]--> Violet Tendencies
Neg LogProb(↓):   0.119643
Path Entropy(↓):  0.393047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director drew goddard
Start Entity:     Drew Goddard
Gold Answer:      [['Kristen Connolly', 'Anna Hutchison', 'Fran Kranz', 'Chris Hemsworth']]
Predicted Ans:    Chris Hemsworth
Predicted Path:   Drew Goddard --[(INV) directed_by]--> The Cabin in the Woods --[starred_actors]--> Chris Hemsworth
Path (Raw):       Drew Goddard --[No Operation]--> Drew Goddard --[(INV) directed_by]--> The Cabin in the Woods --[starred_actors]--> Chris Hemsworth
Neg LogProb(↓):   0.029341
Path Entropy(↓):  0.151986
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in emma
Start Entity:     Emma
Gold Answer:      [['Marie Dressler']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   Emma --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Cold Comfort Farm --[starred_actors]--> Kate Beckinsale
Path (Raw):       Emma --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Cold Comfort Farm --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.001667
Path Entropy(↓):  0.014626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films written by william harrison
Start Entity:     William Harrison
Gold Answer:      [['John McTiernan', 'Bob Rafelson', 'Norman Jewison']]
Predicted Ans:    Bob Rafelson
Predicted Path:   William Harrison --[(INV) written_by]--> Mountains of the Moon --[directed_by]--> Bob Rafelson
Path (Raw):       William Harrison --[No Operation]--> William Harrison --[(INV) written_by]--> Mountains of the Moon --[directed_by]--> Bob Rafelson
Neg LogProb(↓):   0.004264
Path Entropy(↓):  0.030426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by heavy metal writers release
Start Entity:     Heavy Metal
Gold Answer:      [['1972', '1988', '1997']]
Predicted Ans:    1981
Predicted Path:   Heavy Metal --[written_by]--> Len Blum --[(INV) written_by]--> Heavy Metal --[release_year]--> 1981
Path (Raw):       Heavy Metal --[written_by]--> Len Blum --[(INV) written_by]--> Heavy Metal --[release_year]--> 1981
Neg LogProb(↓):   0.044518
Path Entropy(↓):  0.210582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film a fish called wanda were released in which years
Start Entity:     A Fish Called Wanda
Gold Answer:      [['1953', '1947', '1951', '1945']]
Predicted Ans:    1988
Predicted Path:   A Fish Called Wanda --[directed_by]--> Charles Crichton --[(INV) directed_by]--> A Fish Called Wanda --[release_year]--> 1988
Path (Raw):       A Fish Called Wanda --[directed_by]--> Charles Crichton --[(INV) directed_by]--> A Fish Called Wanda --[release_year]--> 1988
Neg LogProb(↓):   0.164909
Path Entropy(↓):  0.647648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of divine madness also directed which films
Start Entity:     Divine Madness
Gold Answer:      [['The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom', 'A Simple Wish', 'Fletch', 'Student Bodies', 'Downhill Racer', 'The Candidate', 'Fletch Lives', 'The Scout', 'The Fantasticks', 'The Golden Child', 'The Survivors', 'Semi-Tough', 'The Couch Trip', 'The Island', 'The Bad News Bears', 'Smile', 'Prime Cut', 'Diggstown']]
Predicted Ans:    Semi-Tough
Predicted Path:   Divine Madness --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough
Path (Raw):       Divine Madness --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[No Operation]--> Semi-Tough
Neg LogProb(↓):   0.612487
Path Entropy(↓):  1.781549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of fandry
Start Entity:     Fandry
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Fandry --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Fandry --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   2.790526
Path Entropy(↓):  4.180186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is cinderella
Start Entity:     Cinderella
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Cinderella --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Cinderella --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   2.379308
Path Entropy(↓):  3.026609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with keyhole were released in which years
Start Entity:     Keyhole
Gold Answer:      [['1988', '1990', '2003', '1992', '2007']]
Predicted Ans:    2007
Predicted Path:   Keyhole --[written_by]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[release_year]--> 2007
Path (Raw):       Keyhole --[written_by]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[release_year]--> 2007
Neg LogProb(↓):   0.469987
Path Entropy(↓):  0.874361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the game of their lives
Start Entity:     The Game of Their Lives
Gold Answer:      [['Barbara Hershey', 'Sean Astin', 'Mira Sorvino', 'Melora Walters', 'Mariah Carey', 'Andrew McCarthy', 'Dennis Hopper', 'Gene Hackman', 'Molly Ringwald', 'Ned Beatty']]
Predicted Ans:    Gene Hackman
Predicted Path:   The Game of Their Lives --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Hoosiers --[starred_actors]--> Gene Hackman
Path (Raw):       The Game of Their Lives --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Hoosiers --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.748056
Path Entropy(↓):  1.100000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film batman were in which genres
Start Entity:     Batman
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Batman --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[has_genre]--> Comedy
Path (Raw):       Batman --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[has_genre]--> Comedy
Neg LogProb(↓):   1.501145
Path Entropy(↓):  2.232392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film angel heart were in which languages
Start Entity:     Angel Heart
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Angel Heart --[directed_by]--> Alan Parker --[(INV) directed_by]--> Come See the Paradise --[in_language]--> Japanese
Path (Raw):       Angel Heart --[directed_by]--> Alan Parker --[(INV) directed_by]--> Come See the Paradise --[in_language]--> Japanese
Neg LogProb(↓):   0.000140
Path Entropy(↓):  0.001410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie mars attacks! were released in which years
Start Entity:     Mars Attacks!
Gold Answer:      [['1980', '1970', '1946', '1954', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1941', '1974', '1984', '1977', '2007', '1968', '1998', '1939', '2009', '2010', '2004', '1982', '1973', '2014', '1994', '1983', '1976', '1995', '1948', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '2012', '2011', '1955', '2013', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '2005', '1991', '1969', '1999', '1987', '1986']]
Predicted Ans:    2004
Predicted Path:   Mars Attacks! --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Laws of Attraction --[release_year]--> 2004
Path (Raw):       Mars Attacks! --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Laws of Attraction --[release_year]--> 2004
Neg LogProb(↓):   2.096058
Path Entropy(↓):  3.038466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by patricia pearcy release
Start Entity:     Patricia Pearcy
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Patricia Pearcy --[(INV) starred_actors]--> Squirm --[release_year]--> 1976
Path (Raw):       Patricia Pearcy --[No Operation]--> Patricia Pearcy --[(INV) starred_actors]--> Squirm --[release_year]--> 1976
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with les visiteurs du soir in
Start Entity:     Les Visiteurs du Soir
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Les Visiteurs du Soir --[directed_by]--> Marcel Carné --[(INV) directed_by]--> Port of Shadows --[in_language]--> French
Path (Raw):       Les Visiteurs du Soir --[directed_by]--> Marcel Carné --[(INV) directed_by]--> Port of Shadows --[in_language]--> French
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by clara williams released
Start Entity:     Clara Williams
Gold Answer:      [['1916']]
Predicted Ans:    1916
Predicted Path:   Clara Williams --[(INV) starred_actors]--> Hell's Hinges --[release_year]--> 1916
Path (Raw):       Clara Williams --[No Operation]--> Clara Williams --[(INV) starred_actors]--> Hell's Hinges --[release_year]--> 1916
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote a league of their own
Start Entity:     A League of Their Own
Gold Answer:      [['Steve Martin', 'Nancy Travis', 'John Candy', "Olivia d'Abo", 'Daryl Hannah', 'Dianne Wiest', 'Ashley Judd', 'Uma Thurman', 'Dabney Coleman', 'Jason Robards', 'Stockard Channing', 'David Paymer', 'Eugene Levy', 'Bruno Kirby', 'Patricia Wettig', 'Billy Crystal', 'Kirk Douglas', 'Mary Steenburgen', 'Michael J. Fox', 'Natalie Portman', 'Tom Hanks', 'Joan Cusack', 'Daniel Stern']]
Predicted Ans:    Steve Martin
Predicted Path:   A League of Their Own --[written_by]--> Lowell Ganz --[(INV) written_by]--> Parenthood --[starred_actors]--> Steve Martin
Path (Raw):       A League of Their Own --[written_by]--> Lowell Ganz --[(INV) written_by]--> Parenthood --[starred_actors]--> Steve Martin
Neg LogProb(↓):   1.583729
Path Entropy(↓):  2.373664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of cory booker starred movies
Start Entity:     Cory Booker
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Cory Booker --[(INV) starred_actors]--> Street Fight --[release_year]--> 2005
Path (Raw):       Cory Booker --[No Operation]--> Cory Booker --[(INV) starred_actors]--> Street Fight --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed love's labour's lost
Start Entity:     Love's Labour's Lost
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Love's Labour's Lost --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet --[has_genre]--> Drama
Path (Raw):       Love's Labour's Lost --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet --[has_genre]--> Drama
Neg LogProb(↓):   2.441795
Path Entropy(↓):  3.002263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by nick broomfield were released in which years
Start Entity:     Nick Broomfield
Gold Answer:      [['1996', '1992', '2007']]
Predicted Ans:    1996
Predicted Path:   Nick Broomfield --[(INV) directed_by]--> Fetishes --[release_year]--> 1996
Path (Raw):       Nick Broomfield --[No Operation]--> Nick Broomfield --[(INV) directed_by]--> Fetishes --[release_year]--> 1996
Neg LogProb(↓):   0.016672
Path Entropy(↓):  0.095473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does marcus patrick star in
Start Entity:     Marcus Patrick
Gold Answer:      [['Violet Tendencies']]
Predicted Ans:    Violet Tendencies
Predicted Path:   Marcus Patrick --[(INV) starred_actors]--> Violet Tendencies --[starred_actors]--> Mindy Cohn --[(INV) starred_actors]--> Violet Tendencies
Path (Raw):       Marcus Patrick --[(INV) starred_actors]--> Violet Tendencies --[starred_actors]--> Mindy Cohn --[(INV) starred_actors]--> Violet Tendencies
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000298
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by hiromasa yonebayashi
Start Entity:     Hiromasa Yonebayashi
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Hiromasa Yonebayashi --[(INV) directed_by]--> When Marnie Was There --[release_year]--> 2014
Path (Raw):       Hiromasa Yonebayashi --[No Operation]--> Hiromasa Yonebayashi --[(INV) directed_by]--> When Marnie Was There --[release_year]--> 2014
Neg LogProb(↓):   0.015565
Path Entropy(↓):  0.079741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed othello
Start Entity:     Othello
Gold Answer:      [['Stuart Burge']]
Predicted Ans:    Orson Welles
Predicted Path:   Othello --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Lady from Shanghai --[directed_by]--> Orson Welles
Path (Raw):       Othello --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Lady from Shanghai --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.175390
Path Entropy(↓):  0.664399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of three worlds
Start Entity:     Three Worlds
Gold Answer:      [['Sergi López', 'Kristin Scott Thomas']]
Predicted Ans:    Kristin Scott Thomas
Predicted Path:   Three Worlds --[written_by]--> Catherine Corsini --[(INV) written_by]--> Leaving --[starred_actors]--> Kristin Scott Thomas
Path (Raw):       Three Worlds --[written_by]--> Catherine Corsini --[(INV) written_by]--> Leaving --[starred_actors]--> Kristin Scott Thomas
Neg LogProb(↓):   0.000085
Path Entropy(↓):  0.000886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the vikings
Start Entity:     The Vikings
Gold Answer:      [['Nikolai Gogol', 'Ronald M. Cohen', 'Delmer Daves', 'Paddy Chayefsky', 'Richard Conlin', 'John Farris', 'Norman Panama', 'Richard Condon', 'Les Crutchfield', 'Robert Wyler', 'Rod Serling', 'John Patrick', 'Sidney Kingsley', 'Alistair MacLean', 'Melville Shavelson', 'Mario Camerini', 'Franco Brusati', 'Michael Stewart', 'William R. Lipman', 'John McGreevey', 'Frank Telford', 'Harold Jack Bloom', 'Sam Rolfe', 'Philip Yordan', 'Robert Benton', 'Debra Hill', 'James Bassett', 'Robert L. Richards', 'Howard Rigsby', 'Stanley Shapiro', 'Clair Huffaker', 'Homer', 'Robert Bloch', 'Collier Young', 'Sam Peckinpah', 'Jerome Chodorov', 'Ruth McKenney', 'Sam Hellman', 'Gerold Frank', 'Richard Collins', 'Clifford Odets', 'Billy Wilder', 'Humphrey Cobb', 'Stanley Kubrick', 'Elie Samaha', 'Nedrick Young', 'William P. McGivern', 'Helen Gurley Brown', 'Robert Rossen', 'John Carpenter', 'Wendell Mayes', 'Daniel Mainwaring', 'Walter Bernstein', 'Joseph Stefano', 'Max Catto', 'Melvin Frank', 'John D. Weaver', 'Sergio Corbucci', 'Ronald Millar', 'Leo Gordon', 'Joseph L. Mankiewicz', 'Lowell Ganz', 'Babaloo Mandel', 'Burt Kennedy', 'Edward Abbey', 'Paul Wellman', 'John Collier', 'Joseph Strick', 'Fred Haines', 'John Klempner', 'David Newman', 'Leon Uris', 'Ivan Tors', 'George Froeschel', 'Manfred Gregor', 'Jan Lustig', 'Gore Vidal', 'F. Scott Fitzgerald', 'Damon Runyon', 'George Axelrod', 'Irving Stone', 'Norman Corwin', 'Allan Aaron Katz', 'Walon Green', 'Roy N. Sickner', "Liam O'Brien", 'Vera Caspary', 'Jules Furthman', 'Evan Hunter', 'Herbert Baker', 'Elia Kazan', 'Ring Lardner', 'James Joyce', 'Jacqueline Susann', 'Joseph Stone', 'Philip Dunne', 'Erich Maria Remarque', 'Irving Brecher', 'Rafael Sabatini', 'Ira Wallach', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Ernest Lehman', 'Jean Shepherd', 'Charles Schnee', 'Richard Quine', 'Blake Edwards', 'Dennis Shryack', 'Harry Julian Fink', 'George Bradshaw', 'Irwin Shaw', 'Gladys Lehman', 'Charles W. Bailey II', 'Fletcher Knebel', 'Jules Verne', 'Leo Rosten', 'Maurice Richlin', 'John Barry', 'Martin Amis', 'Paul Gallico', 'Graham Masterton', 'Harold Jacob Smith', 'Whit Masterson', 'Arthur A. Ross', 'Douglas Heyes', 'Howard Fast', 'Dalton Trumbo', 'Mae West', 'Paul King', 'William Roberts', 'Orson Welles', 'Harold Pinter', 'Robert Thom', 'Lewis John Carlino', 'James Poe', 'Charles Martin', 'Christopher Knopf']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Vikings --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       The Vikings --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   0.312444
Path Entropy(↓):  0.968034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by tim mcgraw were written by who
Start Entity:     Tim McGraw
Gold Answer:      [["Mary O'Hara", 'John Lee Hancock', 'Shana Feste', 'Michael Lewis']]
Predicted Ans:    Shana Feste
Predicted Path:   Tim McGraw --[(INV) starred_actors]--> Country Strong --[written_by]--> Shana Feste
Path (Raw):       Tim McGraw --[No Operation]--> Tim McGraw --[(INV) starred_actors]--> Country Strong --[written_by]--> Shana Feste
Neg LogProb(↓):   0.082884
Path Entropy(↓):  0.288267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of psych - out
Start Entity:     Psych-Out
Gold Answer:      [['Barbara Hershey', 'Bruce Willis', 'Loretta Swit', 'Jack Nicholson', 'Lesley Ann Warren', 'Jane March', 'Adam Roarke', 'Sabrina Scharf', "Peter O'Toole", 'Steve Railsback', 'Alan Arkin', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Psych-Out --[directed_by]--> Richard Rush --[(INV) directed_by]--> Freebie and the Bean --[starred_actors]--> James Caan
Path (Raw):       Psych-Out --[directed_by]--> Richard Rush --[(INV) directed_by]--> Freebie and the Bean --[starred_actors]--> James Caan
Neg LogProb(↓):   0.268347
Path Entropy(↓):  0.745953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the man with the golden gun
Start Entity:     The Man with the Golden Gun
Gold Answer:      [['Ron Howard', 'Terence Young', 'Harvey Hart', 'John Guillermin', 'Elliott Nugent', 'Tom Mankiewicz', 'Lloyd Bacon', 'Jack Clayton', 'Lewis Gilbert', 'Baz Luhrmann', 'John Glen']]
Predicted Ans:    Harvey Hart
Predicted Path:   The Man with the Golden Gun --[written_by]--> Tom Mankiewicz --[(INV) written_by]--> The Sweet Ride --[directed_by]--> Harvey Hart
Path (Raw):       The Man with the Golden Gun --[written_by]--> Tom Mankiewicz --[(INV) written_by]--> The Sweet Ride --[directed_by]--> Harvey Hart
Neg LogProb(↓):   0.601732
Path Entropy(↓):  1.004385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by hush actors
Start Entity:     Hush
Gold Answer:      [['French', 'English', 'Hungarian', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Hush --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       Hush --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.002129
Path Entropy(↓):  0.015482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of tommy
Start Entity:     Tommy
Gold Answer:      [['The Boy Friend', 'Mahler', 'Lisztomania', 'Whore', 'The Lair of the White Worm', 'The Devils', "Salome's Last Dance", 'Valentino']]
Predicted Ans:    Salome's Last Dance
Predicted Path:   Tommy --[written_by]--> Ken Russell --[(INV) written_by]--> Salome's Last Dance
Path (Raw):       Tommy --[written_by]--> Ken Russell --[(INV) written_by]--> Salome's Last Dance --[No Operation]--> Salome's Last Dance
Neg LogProb(↓):   0.268426
Path Entropy(↓):  0.569596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the cop in blue jeans
Start Entity:     The Cop in Blue Jeans
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Cop in Blue Jeans --[written_by]--> Bruno Corbucci --[(INV) written_by]--> Cat and Dog --[has_genre]--> Comedy
Path (Raw):       The Cop in Blue Jeans --[written_by]--> Bruno Corbucci --[(INV) written_by]--> Cat and Dog --[has_genre]--> Comedy
Neg LogProb(↓):   0.017667
Path Entropy(↓):  0.098279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by edgar rice burroughs
Start Entity:     Edgar Rice Burroughs
Gold Answer:      [['1976', '1998', '1949', '1975', '1933', '1939', '1959', '1921', '1936', '1999', '1932', '1981', '2012', '1941', '2013', '1977']]
Predicted Ans:    1975
Predicted Path:   Edgar Rice Burroughs --[(INV) written_by]--> The Land That Time Forgot --[release_year]--> 1975
Path (Raw):       Edgar Rice Burroughs --[No Operation]--> Edgar Rice Burroughs --[(INV) written_by]--> The Land That Time Forgot --[release_year]--> 1975
Neg LogProb(↓):   1.367096
Path Entropy(↓):  1.570848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film hell comes to frogtown were released in which years
Start Entity:     Hell Comes to Frogtown
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Hell Comes to Frogtown --[starred_actors]--> Roddy Piper --[(INV) starred_actors]--> They Live --[release_year]--> 1988
Path (Raw):       Hell Comes to Frogtown --[starred_actors]--> Roddy Piper --[(INV) starred_actors]--> They Live --[release_year]--> 1988
Neg LogProb(↓):   0.005086
Path Entropy(↓):  0.031877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film remember the titans
Start Entity:     Remember the Titans
Gold Answer:      [['2003', '1992', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1997', '1950', '1991', '1999', '1987', '1937']]
Predicted Ans:    2006
Predicted Path:   Remember the Titans --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> Inside Man --[release_year]--> 2006
Path (Raw):       Remember the Titans --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> Inside Man --[release_year]--> 2006
Neg LogProb(↓):   1.190237
Path Entropy(↓):  2.036472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with moon warriors
Start Entity:     Moon Warriors
Gold Answer:      [['Echoes of the Rainbow']]
Predicted Ans:    Echoes of the Rainbow
Predicted Path:   Moon Warriors --[written_by]--> Alex Law --[(INV) written_by]--> Echoes of the Rainbow
Path (Raw):       Moon Warriors --[written_by]--> Alex Law --[(INV) written_by]--> Echoes of the Rainbow --[No Operation]--> Echoes of the Rainbow
Neg LogProb(↓):   0.029774
Path Entropy(↓):  0.153735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by william ludwig
Start Entity:     William Ludwig
Gold Answer:      [['Richard Thorpe', 'David Miller', 'Curtis Bernhardt', 'George B. Seitz', 'Robert Stevenson']]
Predicted Ans:    Richard Thorpe
Predicted Path:   William Ludwig --[(INV) written_by]--> The Great Caruso --[directed_by]--> Richard Thorpe
Path (Raw):       William Ludwig --[No Operation]--> William Ludwig --[(INV) written_by]--> The Great Caruso --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.013343
Path Entropy(↓):  0.072876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by arizona actors
Start Entity:     Arizona
Gold Answer:      [['Thornton Wilder', 'Harry Chandlee', 'Frank Craven', 'Barbara Benedek', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Paddy Chayefsky', 'Henri Jeanson', 'Michael Keon', 'John Patrick', 'F. Hugh Herbert', 'Han Suyin', 'Dale Van Every', 'Daniel Taradash', 'Samuel A. Taylor', 'Randall Wallace', 'Sam Peckinpah', 'W.R. Burnett', 'John Lee Mahin', 'Martin Rackin', 'Jo Heims', 'Harold Sinclair', 'Erwin S. Gelsey', 'Erle Stanley Gardner', 'Richard L. Breen', 'Warren Duff', 'Clifford Odets', 'Waldemar Young', 'Vincent Lawrence', 'Richard Mason', 'Billy Wilder', 'Charles Brackett', 'Lewis R. Foster', 'Robert Russell', 'Frank Ross', 'Richard Flournoy', 'Paul Osborn', 'George Seaton', 'Alexander Klein', 'Faith Baldwin', 'David Rayfiel', 'Joseph L. Mankiewicz', 'Robert Ardrey', 'William Hurlbut', 'Julien Duvivier', 'Preston Sturges', 'Jo Swerling', 'Ben Markson', 'Pierre Boulle', 'Clarence Budington Kelland', 'James Seymour', 'Sidney Buchman', 'Ranald MacDougall', 'George Axelrod', 'Jonathan Finn', 'Sidney Harmon', 'Robert Riskin', 'David Boehm', 'Douglas McGrath', 'Tinto Brass', 'Walon Green', 'Roy N. Sickner', 'Fannie Hurst', 'Vera Caspary', 'Robert Harari', 'David Shaw', 'Courtney Ryley Cooper', 'W. Somerset Maugham', 'Garson Kanin', 'Jan de Hartog', 'Ernest Lehman', 'Jack Schaefer', 'James Napier Robertson', 'Albert Mannheimer', 'Blake Edwards', 'Irwin Shaw', 'Stirling Silliphant', 'Lewis E. Lawes', 'William Inge', 'Leo McCarey', 'Moss Hart', 'Cameron Hawley', 'George S. Kaufman', 'Norman Krasna', 'Bartlett Cormack', 'Avery Hopwood', 'Eduardo Mignogna', 'Edwin Blum', 'Edmund Trzcinski', 'Donald Bevan']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Arizona --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       Arizona --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   1.079663
Path Entropy(↓):  1.526224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by ward horton
Start Entity:     Ward Horton
Gold Answer:      [['John R. Leonetti']]
Predicted Ans:    John R. Leonetti
Predicted Path:   Ward Horton --[(INV) starred_actors]--> Annabelle --[directed_by]--> John R. Leonetti
Path (Raw):       Ward Horton --[No Operation]--> Ward Horton --[(INV) starred_actors]--> Annabelle --[directed_by]--> John R. Leonetti
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film blue city were in which genres
Start Entity:     Blue City
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Blue City --[starred_actors]--> Judd Nelson --[(INV) starred_actors]--> Blue City --[has_genre]--> Drama
Path (Raw):       Blue City --[starred_actors]--> Judd Nelson --[(INV) starred_actors]--> Blue City --[has_genre]--> Drama
Neg LogProb(↓):   0.157686
Path Entropy(↓):  0.590613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of grand prix
Start Entity:     Grand Prix
Gold Answer:      [['Prophecy', 'Ronin', 'All Fall Down', 'The Fixer', 'Year of the Gun', 'The Holcroft Covenant', 'The Manchurian Candidate', 'Dead Bang', 'Seven Days in May', 'The Challenge', 'The Young Savages', 'Birdman of Alcatraz', '52 Pick-Up', 'The Fourth War', 'The Island of Dr. Moreau', 'Path to War', 'The Gypsy Moths', 'Reindeer Games', 'The Iceman Cometh', 'The Train', 'Black Sunday', 'I Walk the Line', 'French Connection II', '99 and 44/100% Dead', 'Seconds']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   Grand Prix --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau
Path (Raw):       Grand Prix --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[No Operation]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.358382
Path Entropy(↓):  0.991361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the gore gore girls
Start Entity:     The Gore Gore Girls
Gold Answer:      [['Blood Feast', 'Color Me Blood Red', 'Two Thousand Maniacs!']]
Predicted Ans:    The Gore Gore Girls
Predicted Path:   The Gore Gore Girls --[directed_by]--> Herschell Gordon Lewis --[(INV) directed_by]--> The Gore Gore Girls
Path (Raw):       The Gore Gore Girls --[No Operation]--> The Gore Gore Girls --[directed_by]--> Herschell Gordon Lewis --[(INV) directed_by]--> The Gore Gore Girls
Neg LogProb(↓):   0.766801
Path Entropy(↓):  1.350381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies directed by yukio mishima in
Start Entity:     Yukio Mishima
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Yukio Mishima --[(INV) starred_actors]--> Patriotism --[in_language]--> Japanese
Path (Raw):       Yukio Mishima --[No Operation]--> Yukio Mishima --[(INV) starred_actors]--> Patriotism --[in_language]--> Japanese
Neg LogProb(↓):   0.082937
Path Entropy(↓):  0.366394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by mehdi nebbou were directed by who
Start Entity:     Mehdi Nebbou
Gold Answer:      [['Gauri Shinde']]
Predicted Ans:    Gauri Shinde
Predicted Path:   Mehdi Nebbou --[(INV) starred_actors]--> English Vinglish --[directed_by]--> Gauri Shinde
Path (Raw):       Mehdi Nebbou --[No Operation]--> Mehdi Nebbou --[(INV) starred_actors]--> English Vinglish --[directed_by]--> Gauri Shinde
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote london after midnight
Start Entity:     London After Midnight
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Short']]
Predicted Ans:    Horror
Predicted Path:   London After Midnight --[written_by]--> Tod Browning --[(INV) written_by]--> London After Midnight --[has_genre]--> Horror
Path (Raw):       London After Midnight --[written_by]--> Tod Browning --[(INV) written_by]--> London After Midnight --[has_genre]--> Horror
Neg LogProb(↓):   0.242493
Path Entropy(↓):  0.713484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by nikita mikhalkov fall under
Start Entity:     Nikita Mikhalkov
Gold Answer:      [['War', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Nikita Mikhalkov --[(INV) directed_by]--> 12 --[has_genre]--> Crime
Path (Raw):       Nikita Mikhalkov --[No Operation]--> Nikita Mikhalkov --[(INV) directed_by]--> 12 --[has_genre]--> Crime
Neg LogProb(↓):   0.001677
Path Entropy(↓):  0.012422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by peter sollett release
Start Entity:     Peter Sollett
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Peter Sollett --[(INV) written_by]--> Raising Victor Vargas --[release_year]--> 2002
Path (Raw):       Peter Sollett --[No Operation]--> Peter Sollett --[(INV) written_by]--> Raising Victor Vargas --[release_year]--> 2002
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed movies with zack snyder
Start Entity:     Zack Snyder
Gold Answer:      [['George A. Romero']]
Predicted Ans:    Zack Snyder
Predicted Path:   Zack Snyder --[(INV) directed_by]--> Watchmen --[directed_by]--> Zack Snyder
Path (Raw):       Zack Snyder --[No Operation]--> Zack Snyder --[(INV) directed_by]--> Watchmen --[directed_by]--> Zack Snyder
Neg LogProb(↓):   0.029214
Path Entropy(↓):  0.131187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies written by jonathan asser
Start Entity:     Jonathan Asser
Gold Answer:      [['David Mackenzie']]
Predicted Ans:    David Mackenzie
Predicted Path:   Jonathan Asser --[(INV) written_by]--> Starred Up --[directed_by]--> David Mackenzie
Path (Raw):       Jonathan Asser --[No Operation]--> Jonathan Asser --[(INV) written_by]--> Starred Up --[directed_by]--> David Mackenzie
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter joseph d. pistone
Start Entity:     Joseph D. Pistone
Gold Answer:      [['Johnny Depp', 'Michael Madsen', 'Al Pacino', 'Bruno Kirby']]
Predicted Ans:    Michael Madsen
Predicted Path:   Joseph D. Pistone --[(INV) written_by]--> Donnie Brasco --[starred_actors]--> Michael Madsen
Path (Raw):       Joseph D. Pistone --[No Operation]--> Joseph D. Pistone --[(INV) written_by]--> Donnie Brasco --[starred_actors]--> Michael Madsen
Neg LogProb(↓):   0.098783
Path Entropy(↓):  0.313908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in green fire
Start Entity:     Green Fire
Gold Answer:      [['1954', '1957', '1950', '1960', '1951', '1959', '2004', '1985', '1994', '1953', '1979', '1945', '1937', '1955', '1952', '1956', '1943']]
Predicted Ans:    1954
Predicted Path:   Green Fire --[starred_actors]--> Grace Kelly --[(INV) starred_actors]--> The Country Girl --[release_year]--> 1954
Path (Raw):       Green Fire --[starred_actors]--> Grace Kelly --[(INV) starred_actors]--> The Country Girl --[release_year]--> 1954
Neg LogProb(↓):   0.731636
Path Entropy(↓):  1.156465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by robert jan westdijk release
Start Entity:     Robert Jan Westdijk
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Robert Jan Westdijk --[(INV) written_by]--> Siberia --[release_year]--> 1998
Path (Raw):       Robert Jan Westdijk --[No Operation]--> Robert Jan Westdijk --[(INV) written_by]--> Siberia --[release_year]--> 1998
Neg LogProb(↓):   0.000676
Path Entropy(↓):  0.005612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the all together are directed by who
Start Entity:     The All Together
Gold Answer:      [['Peter Greenaway', 'Debbie Isitt', 'Nick Love', 'Stephen Reynolds', 'Olatunde Osunsanmi']]
Predicted Ans:    Nick Love
Predicted Path:   The All Together --[starred_actors]--> Danny Dyer --[(INV) starred_actors]--> Outlaw --[directed_by]--> Nick Love
Path (Raw):       The All Together --[starred_actors]--> Danny Dyer --[(INV) starred_actors]--> Outlaw --[directed_by]--> Nick Love
Neg LogProb(↓):   0.583582
Path Entropy(↓):  1.074374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film scream 3
Start Entity:     Scream 3
Gold Answer:      [['Ehren Kruger']]
Predicted Ans:    Ehren Kruger
Predicted Path:   Scream 3 --[written_by]--> Ehren Kruger --[(INV) written_by]--> Arlington Road --[written_by]--> Ehren Kruger
Path (Raw):       Scream 3 --[written_by]--> Ehren Kruger --[(INV) written_by]--> Arlington Road --[written_by]--> Ehren Kruger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director stephen roberts co - directed films with who
Start Entity:     Stephen Roberts
Gold Answer:      [['Ernst Lubitsch', 'William A. Seiter', 'Norman Taurog', 'James Cruze', 'Norman Z. McLeod', 'H. Bruce Humberstone']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Stephen Roberts --[(INV) directed_by]--> If I Had a Million --[directed_by]--> Ernst Lubitsch
Path (Raw):       Stephen Roberts --[No Operation]--> Stephen Roberts --[(INV) directed_by]--> If I Had a Million --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.021914
Path Entropy(↓):  0.124771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie liliom
Start Entity:     Liliom
Gold Answer:      [['Madeleine Ozeray', 'Charles Boyer']]
Predicted Ans:    Charles Boyer
Predicted Path:   Liliom --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Liliom --[starred_actors]--> Charles Boyer
Path (Raw):       Liliom --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Liliom --[starred_actors]--> Charles Boyer
Neg LogProb(↓):   0.005388
Path Entropy(↓):  0.037649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of alix koromzay starred movies
Start Entity:     Alix Koromzay
Gold Answer:      [['Jean de Segonzac']]
Predicted Ans:    Jean de Segonzac
Predicted Path:   Alix Koromzay --[(INV) starred_actors]--> Mimic 2 --[directed_by]--> Jean de Segonzac
Path (Raw):       Alix Koromzay --[No Operation]--> Alix Koromzay --[(INV) starred_actors]--> Mimic 2 --[directed_by]--> Jean de Segonzac
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed nick of time
Start Entity:     Nick of Time
Gold Answer:      [['Austin Pendleton', 'Gabriel Byrne', 'Emilio Estevez', 'Donald Pleasence', 'David Marshall Grant', 'Michael Jeter', 'Yancy Butler', 'James Woods', 'John Travolta', 'Aidan Quinn', 'Madeleine Stowe', 'Matthew Broderick', 'Goldie Hawn', 'Fisher Stevens', 'Annabella Sciorra', 'Bela Lugosi', 'Dabney Coleman', 'Steve Guttenberg', 'Ally Sheedy', 'Laurence Olivier', 'Kevin Costner', 'Roy Scheider', 'John Wood', 'Bridget Fonda', 'Gary Busey', 'Frank Langella', 'Stephen Lang', 'Michael J. Fox', 'Rae Dawn Chong', 'Richard Dreyfuss', 'Kate Nelligan', 'Alexandra Paul', 'Wesley Snipes', 'Jason Patric', 'Mel Gibson', 'Karen Lynn Gorney']]
Predicted Ans:    Richard Dreyfuss
Predicted Path:   Nick of Time --[directed_by]--> John Badham --[(INV) directed_by]--> Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss
Path (Raw):       Nick of Time --[directed_by]--> John Badham --[(INV) directed_by]--> Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss
Neg LogProb(↓):   0.037190
Path Entropy(↓):  0.190029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the criminal code
Start Entity:     The Criminal Code
Gold Answer:      [['The Big House']]
Predicted Ans:    Crime
Predicted Path:   The Criminal Code --[written_by]--> Martin Flavin --[(INV) written_by]--> The Criminal Code --[has_genre]--> Crime
Path (Raw):       The Criminal Code --[written_by]--> Martin Flavin --[(INV) written_by]--> The Criminal Code --[has_genre]--> Crime
Neg LogProb(↓):   0.734612
Path Entropy(↓):  1.218646
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie country
Start Entity:     Country
Gold Answer:      [['Sam Shepard', 'Jessica Lange']]
Predicted Ans:    Sam Shepard
Predicted Path:   Country --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Fool for Love --[starred_actors]--> Sam Shepard
Path (Raw):       Country --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Fool for Love --[starred_actors]--> Sam Shepard
Neg LogProb(↓):   0.354855
Path Entropy(↓):  0.918164
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film sssssss were in which languages
Start Entity:     Sssssss
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Sssssss --[starred_actors]--> Strother Martin --[(INV) starred_actors]--> The End --[in_language]--> Spanish
Path (Raw):       Sssssss --[starred_actors]--> Strother Martin --[(INV) starred_actors]--> The End --[in_language]--> Spanish
Neg LogProb(↓):   0.000366
Path Entropy(↓):  0.003618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in relentless
Start Entity:     Relentless
Gold Answer:      [['Sport', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Relentless --[starred_actors]--> Judd Nelson --[(INV) starred_actors]--> Blue City --[has_genre]--> Drama
Path (Raw):       Relentless --[starred_actors]--> Judd Nelson --[(INV) starred_actors]--> Blue City --[has_genre]--> Drama
Neg LogProb(↓):   0.031873
Path Entropy(↓):  0.166236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by sherilyn fenn
Start Entity:     Sherilyn Fenn
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Sherilyn Fenn --[(INV) starred_actors]--> Two Moon Junction --[in_language]--> English
Path (Raw):       Sherilyn Fenn --[No Operation]--> Sherilyn Fenn --[(INV) starred_actors]--> Two Moon Junction --[in_language]--> English
Neg LogProb(↓):   0.002029
Path Entropy(↓):  0.015156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by herschell gordon lewis
Start Entity:     Herschell Gordon Lewis
Gold Answer:      [['Connie Mason']]
Predicted Ans:    Connie Mason
Predicted Path:   Herschell Gordon Lewis --[(INV) directed_by]--> Two Thousand Maniacs! --[starred_actors]--> Connie Mason
Path (Raw):       Herschell Gordon Lewis --[No Operation]--> Herschell Gordon Lewis --[(INV) directed_by]--> Two Thousand Maniacs! --[starred_actors]--> Connie Mason
Neg LogProb(↓):   0.016494
Path Entropy(↓):  0.089676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with wesley ruggles
Start Entity:     Wesley Ruggles
Gold Answer:      [['Gérard Depardieu', 'Edna Purviance', 'Sophie Marceau']]
Predicted Ans:    Sophie Marceau
Predicted Path:   Wesley Ruggles --[(INV) starred_actors]--> Police --[starred_actors]--> Sophie Marceau
Path (Raw):       Wesley Ruggles --[No Operation]--> Wesley Ruggles --[(INV) starred_actors]--> Police --[starred_actors]--> Sophie Marceau
Neg LogProb(↓):   0.395244
Path Entropy(↓):  0.634458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of open windows
Start Entity:     Open Windows
Gold Answer:      [['Nacho Vigalondo']]
Predicted Ans:    Nacho Vigalondo
Predicted Path:   Open Windows --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial --[directed_by]--> Nacho Vigalondo
Path (Raw):       Open Windows --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial --[directed_by]--> Nacho Vigalondo
Neg LogProb(↓):   0.554254
Path Entropy(↓):  1.143317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by spalding gray were directed by who
Start Entity:     Spalding Gray
Gold Answer:      [['Nick Broomfield', 'Steven Soderbergh', 'Jonathan Demme']]
Predicted Ans:    Garry Marshall
Predicted Path:   Spalding Gray --[(INV) starred_actors]--> Beaches --[directed_by]--> Garry Marshall
Path (Raw):       Spalding Gray --[No Operation]--> Spalding Gray --[(INV) starred_actors]--> Beaches --[directed_by]--> Garry Marshall
Neg LogProb(↓):   0.103554
Path Entropy(↓):  0.357945
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies together with walter newman
Start Entity:     Walter Newman
Gold Answer:      [['Frank Pierson', 'Roy Chanslor', 'Lewis Meltzer', 'Nelson Algren']]
Predicted Ans:    Frank Pierson
Predicted Path:   Walter Newman --[(INV) written_by]--> Cat Ballou --[written_by]--> Frank Pierson
Path (Raw):       Walter Newman --[No Operation]--> Walter Newman --[(INV) written_by]--> Cat Ballou --[written_by]--> Frank Pierson
Neg LogProb(↓):   0.057035
Path Entropy(↓):  0.240817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of antarctica
Start Entity:     Antarctica
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Antarctica --[directed_by]--> Koreyoshi Kurahara --[(INV) directed_by]--> I Am Waiting --[has_genre]--> Drama
Path (Raw):       Antarctica --[directed_by]--> Koreyoshi Kurahara --[(INV) directed_by]--> I Am Waiting --[has_genre]--> Drama
Neg LogProb(↓):   0.000180
Path Entropy(↓):  0.001736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by henrik schyffert in
Start Entity:     Henrik Schyffert
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Henrik Schyffert --[(INV) written_by]--> Four Shades of Brown --[in_language]--> Swedish
Path (Raw):       Henrik Schyffert --[No Operation]--> Henrik Schyffert --[(INV) written_by]--> Four Shades of Brown --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed for the boys
Start Entity:     For the Boys
Gold Answer:      [['Bruce Dern', 'Henry Fonda', 'Katharine Hepburn', 'Jane Fonda', 'Michael Caine', 'James Caan', 'Diane Keaton', 'Elliott Gould', 'Alan Bates', 'Kelsey Grammer', 'Sissy Spacek', 'Forest Whitaker', 'Roscoe Lee Browne', 'Richard Gere', 'Doug McKeon', 'Sharon Farrell', 'Kim Basinger', 'John Wayne', 'Lolita Davidovich', 'Sharon Stone', 'Bette Midler', 'Enrico Colantoni', 'Harry Dean Stanton', 'Frederic Forrest', 'Eli Wallach', 'Marsha Mason', 'James Franco', 'Kirk Calloway', 'Michael Moriarty', 'Colleen Dewhurst', 'Esmond Knight', 'Arthur Shields', 'Nora Swinburne', 'Valentina Cervi', 'Steve McQueen', 'Mel Gibson']]
Predicted Ans:    Sharon Stone
Predicted Path:   For the Boys --[directed_by]--> Mark Rydell --[(INV) directed_by]--> Intersection --[starred_actors]--> Sharon Stone
Path (Raw):       For the Boys --[directed_by]--> Mark Rydell --[(INV) directed_by]--> Intersection --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.915672
Path Entropy(↓):  1.321855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by stephen chow starred who
Start Entity:     Stephen Chow
Gold Answer:      [['Anita Yuen', 'Carman Lee', 'Carina Lau']]
Predicted Ans:    Stephen Chow
Predicted Path:   Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[starred_actors]--> Stephen Chow
Path (Raw):       Stephen Chow --[No Operation]--> Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[starred_actors]--> Stephen Chow
Neg LogProb(↓):   0.683125
Path Entropy(↓):  1.596676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed 100 girls
Start Entity:     100 Girls
Gold Answer:      [['Michael Davis']]
Predicted Ans:    Michael Davis
Predicted Path:   100 Girls --[directed_by]--> Michael Davis --[(INV) directed_by]--> Shoot 'Em Up --[written_by]--> Michael Davis
Path (Raw):       100 Girls --[directed_by]--> Michael Davis --[(INV) directed_by]--> Shoot 'Em Up --[written_by]--> Michael Davis
Neg LogProb(↓):   0.000439
Path Entropy(↓):  0.004123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by neil h. swanson
Start Entity:     Neil H. Swanson
Gold Answer:      [['Allegheny Uprising']]
Predicted Ans:    Allegheny Uprising
Predicted Path:   Neil H. Swanson --[(INV) written_by]--> Allegheny Uprising --[written_by]--> Neil H. Swanson --[(INV) written_by]--> Allegheny Uprising
Path (Raw):       Neil H. Swanson --[(INV) written_by]--> Allegheny Uprising --[written_by]--> Neil H. Swanson --[(INV) written_by]--> Allegheny Uprising
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by peter brook
Start Entity:     Peter Brook
Gold Answer:      [['Jay Presson Allen', 'Peter Weiss', 'Adrian Mitchell', 'Geoffrey Skelton', 'William Golding']]
Predicted Ans:    Jay Presson Allen
Predicted Path:   Peter Brook --[(INV) directed_by]--> Lord of the Flies --[written_by]--> Jay Presson Allen
Path (Raw):       Peter Brook --[No Operation]--> Peter Brook --[(INV) directed_by]--> Lord of the Flies --[written_by]--> Jay Presson Allen
Neg LogProb(↓):   0.000436
Path Entropy(↓):  0.004147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did tyne daly star in
Start Entity:     Tyne Daly
Gold Answer:      [['The Enforcer', 'Zoot Suit']]
Predicted Ans:    Zoot Suit
Predicted Path:   Tyne Daly --[(INV) starred_actors]--> Zoot Suit --[starred_actors]--> Tyne Daly --[(INV) starred_actors]--> Zoot Suit
Path (Raw):       Tyne Daly --[(INV) starred_actors]--> Zoot Suit --[starred_actors]--> Tyne Daly --[(INV) starred_actors]--> Zoot Suit
Neg LogProb(↓):   0.011185
Path Entropy(↓):  0.072176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with blue in the face fall under
Start Entity:     Blue in the Face
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Blue in the Face --[starred_actors]--> Michael J. Fox --[(INV) starred_actors]--> Blue in the Face --[has_genre]--> Comedy
Path (Raw):       Blue in the Face --[starred_actors]--> Michael J. Fox --[(INV) starred_actors]--> Blue in the Face --[has_genre]--> Comedy
Neg LogProb(↓):   0.586960
Path Entropy(↓):  1.204712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by wayne allwine
Start Entity:     Wayne Allwine
Gold Answer:      [['George Scribner']]
Predicted Ans:    George Scribner
Predicted Path:   Wayne Allwine --[(INV) starred_actors]--> The Prince and the Pauper --[directed_by]--> George Scribner
Path (Raw):       Wayne Allwine --[No Operation]--> Wayne Allwine --[(INV) starred_actors]--> The Prince and the Pauper --[directed_by]--> George Scribner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the crucified lovers in a few words
Start Entity:     The Crucified Lovers
Gold Answer:      [['kenji mizoguchi']]
Predicted Ans:    kenji mizoguchi
Predicted Path:   The Crucified Lovers --[has_tags]--> kenji mizoguchi --[(INV) has_tags]--> Ugetsu --[has_tags]--> kenji mizoguchi
Path (Raw):       The Crucified Lovers --[has_tags]--> kenji mizoguchi --[(INV) has_tags]--> Ugetsu --[has_tags]--> kenji mizoguchi
Neg LogProb(↓):   0.528815
Path Entropy(↓):  0.679426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in transylvania 6 - 5000
Start Entity:     Transylvania 6-5000
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Transylvania 6-5000 --[starred_actors]--> Joseph Bologna --[(INV) starred_actors]--> Blame It on Rio --[has_genre]--> Comedy
Path (Raw):       Transylvania 6-5000 --[starred_actors]--> Joseph Bologna --[(INV) starred_actors]--> Blame It on Rio --[has_genre]--> Comedy
Neg LogProb(↓):   1.033034
Path Entropy(↓):  1.216961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the five - year engagement
Start Entity:     The Five-Year Engagement
Gold Answer:      [['Get Him to the Greek', 'Neighbors', 'Forgetting Sarah Marshall']]
Predicted Ans:    Neighbors
Predicted Path:   The Five-Year Engagement --[directed_by]--> Nicholas Stoller --[(INV) directed_by]--> Neighbors
Path (Raw):       The Five-Year Engagement --[directed_by]--> Nicholas Stoller --[(INV) directed_by]--> Neighbors --[No Operation]--> Neighbors
Neg LogProb(↓):   0.017504
Path Entropy(↓):  0.094396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does laurie metcalf star in
Start Entity:     Laurie Metcalf
Gold Answer:      [['Dear God']]
Predicted Ans:    Dear God
Predicted Path:   Laurie Metcalf --[(INV) starred_actors]--> Dear God --[starred_actors]--> Laurie Metcalf --[(INV) starred_actors]--> Dear God
Path (Raw):       Laurie Metcalf --[(INV) starred_actors]--> Dear God --[starred_actors]--> Laurie Metcalf --[(INV) starred_actors]--> Dear God
Neg LogProb(↓):   0.002733
Path Entropy(↓):  0.018839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by allen ginsberg
Start Entity:     allen ginsberg
Gold Answer:      [['Howl']]
Predicted Ans:    The Celluloid Closet
Predicted Path:   allen ginsberg --[(INV) has_tags]--> Howl --[has_tags]--> rob epstein --[(INV) has_tags]--> The Celluloid Closet
Path (Raw):       allen ginsberg --[(INV) has_tags]--> Howl --[has_tags]--> rob epstein --[(INV) has_tags]--> The Celluloid Closet
Neg LogProb(↓):   0.223456
Path Entropy(↓):  0.526798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the exorcism of emily rose are directed by who
Start Entity:     The Exorcism of Emily Rose
Gold Answer:      [['Richard Eyre', 'Clint Eastwood', 'Todd Field', 'Frank Marshall', 'Krzysztof Krauze', 'Ray Lawrence', 'Tamara Jenkins', 'Gil Junger', 'Guy Ritchie', 'Barry Levinson', 'John Madden', 'Gore Verbinski', 'Gillies MacKinnon', 'Malcolm Venville', 'Peter Webber', 'Peter Weir', 'Bill Condon', 'Kenneth Lonergan', 'Roger Michell', 'Bryan Singer', 'Gregory Hoblit', 'Dylan Kidd', 'Rob Morrow', 'Tony Gilroy', 'Gillian Armstrong', 'Assaf Bernstein', 'Dirk Shafer', 'Jakob Schuh', 'Max Lang', 'Julian Fellowes']]
Predicted Ans:    Assaf Bernstein
Predicted Path:   The Exorcism of Emily Rose --[starred_actors]--> Tom Wilkinson --[(INV) starred_actors]--> The Debt --[directed_by]--> Assaf Bernstein
Path (Raw):       The Exorcism of Emily Rose --[starred_actors]--> Tom Wilkinson --[(INV) starred_actors]--> The Debt --[directed_by]--> Assaf Bernstein
Neg LogProb(↓):   0.086400
Path Entropy(↓):  0.404603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in son of the bride
Start Entity:     Son of the Bride
Gold Answer:      [['1995', '1963', '2000', '1934', '2009', '2003', '2010', '1985', '2002', '2007']]
Predicted Ans:    2007
Predicted Path:   Son of the Bride --[starred_actors]--> Ricardo Darín --[(INV) starred_actors]--> XXY --[release_year]--> 2007
Path (Raw):       Son of the Bride --[starred_actors]--> Ricardo Darín --[(INV) starred_actors]--> XXY --[release_year]--> 2007
Neg LogProb(↓):   0.236912
Path Entropy(↓):  0.929863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film we're not dressing
Start Entity:     We're Not Dressing
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   We're Not Dressing --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Path (Raw):       We're Not Dressing --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Neg LogProb(↓):   1.487071
Path Entropy(↓):  2.435963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film stalingrad were released in which years
Start Entity:     Stalingrad
Gold Answer:      [['1995']]
Predicted Ans:    1993
Predicted Path:   Stalingrad --[directed_by]--> Joseph Vilsmaier --[(INV) directed_by]--> Stalingrad --[release_year]--> 1993
Path (Raw):       Stalingrad --[directed_by]--> Joseph Vilsmaier --[(INV) directed_by]--> Stalingrad --[release_year]--> 1993
Neg LogProb(↓):   0.755774
Path Entropy(↓):  1.206044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of the book thief also wrote which films
Start Entity:     The Book Thief
Gold Answer:      [['Till Human Voices Wake Us', 'The Rite']]
Predicted Ans:    The Rite
Predicted Path:   The Book Thief --[written_by]--> Michael Petroni --[(INV) written_by]--> The Rite
Path (Raw):       The Book Thief --[written_by]--> Michael Petroni --[(INV) written_by]--> The Rite --[No Operation]--> The Rite
Neg LogProb(↓):   0.516557
Path Entropy(↓):  0.754145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of chicken with plums
Start Entity:     Chicken with Plums
Gold Answer:      [['French']]
Predicted Ans:    English
Predicted Path:   Chicken with Plums --[written_by]--> Marjane Satrapi --[(INV) written_by]--> Chicken with Plums --[in_language]--> English
Path (Raw):       Chicken with Plums --[written_by]--> Marjane Satrapi --[(INV) written_by]--> Chicken with Plums --[in_language]--> English
Neg LogProb(↓):   0.691111
Path Entropy(↓):  0.964151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film broken vessels
Start Entity:     Broken Vessels
Gold Answer:      [['1983', '1999', '1993']]
Predicted Ans:    1993
Predicted Path:   Broken Vessels --[starred_actors]--> Jason London --[(INV) starred_actors]--> Dazed and Confused --[release_year]--> 1993
Path (Raw):       Broken Vessels --[starred_actors]--> Jason London --[(INV) starred_actors]--> Dazed and Confused --[release_year]--> 1993
Neg LogProb(↓):   0.104713
Path Entropy(↓):  0.416476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film chaplin
Start Entity:     Chaplin
Gold Answer:      [['1978', '1970', '1972', '2005', '2011']]
Predicted Ans:    2011
Predicted Path:   Chaplin --[starred_actors]--> Geraldine Chaplin --[(INV) starred_actors]--> All Together --[release_year]--> 2011
Path (Raw):       Chaplin --[starred_actors]--> Geraldine Chaplin --[(INV) starred_actors]--> All Together --[release_year]--> 2011
Neg LogProb(↓):   0.622890
Path Entropy(↓):  1.149704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the last circus
Start Entity:     The Last Circus
Gold Answer:      [['Santiago Segura', 'Álex Angulo', 'Armando De Razza', 'Leonor Watling', 'Elijah Wood', 'Julie Cox', 'John Hurt']]
Predicted Ans:    John Hurt
Predicted Path:   The Last Circus --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> The Oxford Murders --[starred_actors]--> John Hurt
Path (Raw):       The Last Circus --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> The Oxford Murders --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.028089
Path Entropy(↓):  0.134533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does spike lee appear in
Start Entity:     Spike Lee
Gold Answer:      [["She's Gotta Have It", 'Jungle Fever', "Mo' Better Blues", 'Girl 6']]
Predicted Ans:    She's Gotta Have It
Predicted Path:   Spike Lee --[(INV) starred_actors]--> She's Gotta Have It --[starred_actors]--> Tracy Camilla Johns --[(INV) starred_actors]--> She's Gotta Have It
Path (Raw):       Spike Lee --[(INV) starred_actors]--> She's Gotta Have It --[starred_actors]--> Tracy Camilla Johns --[(INV) starred_actors]--> She's Gotta Have It
Neg LogProb(↓):   0.036817
Path Entropy(↓):  0.160180
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the overcoat were released in which years
Start Entity:     The Overcoat
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   The Overcoat --[written_by]--> Alberto Lattuada --[(INV) written_by]--> Variety Lights --[release_year]--> 1950
Path (Raw):       The Overcoat --[written_by]--> Alberto Lattuada --[(INV) written_by]--> Variety Lights --[release_year]--> 1950
Neg LogProb(↓):   0.000932
Path Entropy(↓):  0.007460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is the wayward bus in
Start Entity:     The Wayward Bus
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Wayward Bus --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Wayward Bus --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.603407
Path Entropy(↓):  4.676769
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the town
Start Entity:     The Town
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Town --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       The Town --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.642517
Path Entropy(↓):  4.352979
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of elvis on tour
Start Entity:     Elvis on Tour
Gold Answer:      [['Easy Come, Easy Go', 'Wild in the Country', 'Paradise, Hawaiian Style', 'G.I. Blues', 'Girls! Girls! Girls!', 'Love Me Tender', 'Fun in Acapulco', 'The Trouble with Girls', 'Change of Habit', 'Flaming Star', "It Happened at the World's Fair", 'Speedway', 'King Creole', 'Roustabout', 'Viva Las Vegas', 'Frankie and Johnny', 'Follow That Dream', 'Jailhouse Rock', 'Spinout', 'Clambake', 'Harum Scarum', 'Loving You', 'Double Trouble', 'Blue Hawaii']]
Predicted Ans:    Roustabout
Predicted Path:   Elvis on Tour --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Roustabout
Path (Raw):       Elvis on Tour --[starred_actors]--> Elvis Presley --[No Operation]--> Elvis Presley --[(INV) starred_actors]--> Roustabout
Neg LogProb(↓):   1.131645
Path Entropy(↓):  1.857830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film forget me not
Start Entity:     Forget Me Not
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Forget Me Not --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Forget Me Not --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.553814
Path Entropy(↓):  4.098541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film son of lassie
Start Entity:     Son of Lassie
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Son of Lassie --[release_year]--> 1945 --[(INV) release_year]--> The Body Snatcher --[release_year]--> 1945
Path (Raw):       Son of Lassie --[release_year]--> 1945 --[(INV) release_year]--> The Body Snatcher --[release_year]--> 1945
Neg LogProb(↓):   3.060959
Path Entropy(↓):  3.904924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about sport
Start Entity:     sport
Gold Answer:      [['BASEketball', 'The Wrestler', 'Bhaag Milkha Bhaag']]
Predicted Ans:    Bhaag Milkha Bhaag
Predicted Path:   sport --[(INV) has_tags]--> Bhaag Milkha Bhaag --[has_tags]--> sport --[(INV) has_tags]--> Bhaag Milkha Bhaag
Path (Raw):       sport --[(INV) has_tags]--> Bhaag Milkha Bhaag --[has_tags]--> sport --[(INV) has_tags]--> Bhaag Milkha Bhaag
Neg LogProb(↓):   0.116278
Path Entropy(↓):  0.423859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in little monsters
Start Entity:     Little Monsters
Gold Answer:      [['Blake Edwards', 'Melvin Frank', 'Alan Zweig', 'Nick Castle']]
Predicted Ans:    Blake Edwards
Predicted Path:   Little Monsters --[starred_actors]--> Howie Mandel --[(INV) starred_actors]--> A Fine Mess --[directed_by]--> Blake Edwards
Path (Raw):       Little Monsters --[starred_actors]--> Howie Mandel --[(INV) starred_actors]--> A Fine Mess --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.621900
Path Entropy(↓):  1.048803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by chuck norris release
Start Entity:     Chuck Norris
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Chuck Norris --[(INV) written_by]--> Invasion U.S.A. --[release_year]--> 1985
Path (Raw):       Chuck Norris --[No Operation]--> Chuck Norris --[(INV) written_by]--> Invasion U.S.A. --[release_year]--> 1985
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film a letter to elia
Start Entity:     A Letter to Elia
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   A Letter to Elia --[written_by]--> Kent Jones --[(INV) written_by]--> A Letter to Elia --[has_genre]--> Documentary
Path (Raw):       A Letter to Elia --[written_by]--> Kent Jones --[(INV) written_by]--> A Letter to Elia --[has_genre]--> Documentary
Neg LogProb(↓):   1.036073
Path Entropy(↓):  0.668274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of hollow reed
Start Entity:     Hollow Reed
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hollow Reed --[directed_by]--> Angela Pope --[(INV) directed_by]--> Captives --[has_genre]--> Drama
Path (Raw):       Hollow Reed --[directed_by]--> Angela Pope --[(INV) directed_by]--> Captives --[has_genre]--> Drama
Neg LogProb(↓):   0.053851
Path Entropy(↓):  0.242220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of jarhead
Start Entity:     Jarhead
Gold Answer:      [['Revolutionary Road', 'Away We Go', 'Skyfall', 'Road to Perdition', 'American Beauty']]
Predicted Ans:    Revolutionary Road
Predicted Path:   Jarhead --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Revolutionary Road
Path (Raw):       Jarhead --[No Operation]--> Jarhead --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Revolutionary Road
Neg LogProb(↓):   0.770644
Path Entropy(↓):  1.005435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the grand seduction also wrote movies
Start Entity:     The Grand Seduction
Gold Answer:      [['Delivery Man', 'Starbuck', 'Seducing Doctor Lewis']]
Predicted Ans:    Seducing Doctor Lewis
Predicted Path:   The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis
Path (Raw):       The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[No Operation]--> Seducing Doctor Lewis
Neg LogProb(↓):   0.209687
Path Entropy(↓):  0.592973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by dorothy malone were directed by who
Start Entity:     Dorothy Malone
Gold Answer:      [['Douglas Sirk', 'Rob Cohen', 'Andrew L. Stone', 'John Ireland', 'Robert Aldrich', 'Raoul Walsh', 'Joseph Pevney', 'Charles Marquis Warren']]
Predicted Ans:    Robert Aldrich
Predicted Path:   Dorothy Malone --[(INV) starred_actors]--> The Last Sunset --[directed_by]--> Robert Aldrich
Path (Raw):       Dorothy Malone --[No Operation]--> Dorothy Malone --[(INV) starred_actors]--> The Last Sunset --[directed_by]--> Robert Aldrich
Neg LogProb(↓):   0.587711
Path Entropy(↓):  0.985344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did eion bailey act in
Start Entity:     Eion Bailey
Gold Answer:      [['And Starring Pancho Villa as Himself', '(Untitled)', 'A Better Place']]
Predicted Ans:    A Better Place
Predicted Path:   Eion Bailey --[(INV) starred_actors]--> A Better Place --[starred_actors]--> Robert DiPatri --[(INV) starred_actors]--> A Better Place
Path (Raw):       Eion Bailey --[(INV) starred_actors]--> A Better Place --[starred_actors]--> Robert DiPatri --[(INV) starred_actors]--> A Better Place
Neg LogProb(↓):   0.342198
Path Entropy(↓):  0.719812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of feds
Start Entity:     Feds
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Feds --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Feds --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   3.212414
Path Entropy(↓):  4.609039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film cold turkey are written by who
Start Entity:     Cold Turkey
Gold Answer:      [['Milan Trenc', 'Daniel Defoe', 'Michael Stewart', 'Don DaGradi', 'Roald Dahl', 'John Godey', 'Norman Lear', 'Walt Disney', 'Bill Walsh', 'Thomas Lennon', 'Ian Fleming', 'Robert Kaufman', 'Irving Brecher', 'Poyntz Tyler', 'Ken Hughes', 'Robert Ben Garant', 'Isobel Lennart', 'AJ Carothers']]
Predicted Ans:    Bill Walsh
Predicted Path:   Cold Turkey --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Mary Poppins --[written_by]--> Bill Walsh
Path (Raw):       Cold Turkey --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Mary Poppins --[written_by]--> Bill Walsh
Neg LogProb(↓):   0.655927
Path Entropy(↓):  1.200256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by katja von garnier in
Start Entity:     Katja von Garnier
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Katja von Garnier --[(INV) written_by]--> Bandits --[in_language]--> German
Path (Raw):       Katja von Garnier --[No Operation]--> Katja von Garnier --[(INV) written_by]--> Bandits --[in_language]--> German
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did arlette langmann write the story for
Start Entity:     Arlette Langmann
Gold Answer:      [['Naked Childhood', 'Uranus']]
Predicted Ans:    Uranus
Predicted Path:   Arlette Langmann --[(INV) written_by]--> Uranus --[written_by]--> Marcel Aymé --[(INV) written_by]--> Uranus
Path (Raw):       Arlette Langmann --[(INV) written_by]--> Uranus --[written_by]--> Marcel Aymé --[(INV) written_by]--> Uranus
Neg LogProb(↓):   0.013946
Path Entropy(↓):  0.073086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie route irish, when was it released
Start Entity:     Route Irish
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Route Irish --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Route Irish --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.647875
Path Entropy(↓):  4.260667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie ax'em
Start Entity:     Ax 'Em
Gold Answer:      [['Michael Mfume']]
Predicted Ans:    Michael Mfume
Predicted Path:   Ax 'Em --[starred_actors]--> Michael Mfume --[(INV) starred_actors]--> Ax 'Em --[starred_actors]--> Michael Mfume
Path (Raw):       Ax 'Em --[starred_actors]--> Michael Mfume --[(INV) starred_actors]--> Ax 'Em --[starred_actors]--> Michael Mfume
Neg LogProb(↓):   0.000058
Path Entropy(↓):  0.000650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote ip man 2
Start Entity:     Ip Man 2
Gold Answer:      [['Edmond Wong']]
Predicted Ans:    Edmond Wong
Predicted Path:   Ip Man 2 --[written_by]--> Edmond Wong --[(INV) written_by]--> Ip Man 2 --[written_by]--> Edmond Wong
Path (Raw):       Ip Man 2 --[written_by]--> Edmond Wong --[(INV) written_by]--> Ip Man 2 --[written_by]--> Edmond Wong
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with sapphire fall under
Start Entity:     Sapphire
Gold Answer:      [['Drama', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Sapphire --[written_by]--> Janet Green --[(INV) written_by]--> Sapphire --[has_genre]--> Drama
Path (Raw):       Sapphire --[written_by]--> Janet Green --[(INV) written_by]--> Sapphire --[has_genre]--> Drama
Neg LogProb(↓):   0.023938
Path Entropy(↓):  0.124540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film philomena
Start Entity:     Philomena
Gold Answer:      [['Richard Eyre', 'John Bayley', 'Annie Proulx', 'Frank Cottrell Boyce', 'Deborah Moggach', 'Don Roos', 'Jonathan Glatzer', 'Jules Verne', 'Armando Iannucci', 'Neal Purvis', 'Robert Wade', 'Andrew Fleming', 'Ol Parker', 'Steve Coogan', 'John Logan', 'Martin Sherman', 'Patrick Marber', 'Pam Brady', 'Henry James']]
Predicted Ans:    Annie Proulx
Predicted Path:   Philomena --[starred_actors]--> Judi Dench --[(INV) starred_actors]--> The Shipping News --[written_by]--> Annie Proulx
Path (Raw):       Philomena --[starred_actors]--> Judi Dench --[(INV) starred_actors]--> The Shipping News --[written_by]--> Annie Proulx
Neg LogProb(↓):   0.014782
Path Entropy(↓):  0.087095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of malcolm x
Start Entity:     Malcolm X
Gold Answer:      [['Malcolm X', 'Arnold Perl', 'Spike Lee', 'Alex Haley']]
Predicted Ans:    Spike Lee
Predicted Path:   Malcolm X --[written_by]--> Spike Lee --[(INV) written_by]--> He Got Game --[written_by]--> Spike Lee
Path (Raw):       Malcolm X --[written_by]--> Spike Lee --[(INV) written_by]--> He Got Game --[written_by]--> Spike Lee
Neg LogProb(↓):   0.845896
Path Entropy(↓):  1.944955
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by miyu irino were directed by who
Start Entity:     Miyu Irino
Gold Answer:      [['Hayao Miyazaki']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Miyu Irino --[(INV) starred_actors]--> Spirited Away --[directed_by]--> Hayao Miyazaki
Path (Raw):       Miyu Irino --[No Operation]--> Miyu Irino --[(INV) starred_actors]--> Spirited Away --[directed_by]--> Hayao Miyazaki
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by matthew j. munn
Start Entity:     Matthew J. Munn
Gold Answer:      [['Cody Cameron']]
Predicted Ans:    Cody Cameron
Predicted Path:   Matthew J. Munn --[(INV) starred_actors]--> Open Season 3 --[directed_by]--> Cody Cameron
Path (Raw):       Matthew J. Munn --[No Operation]--> Matthew J. Munn --[(INV) starred_actors]--> Open Season 3 --[directed_by]--> Cody Cameron
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the sea wolves also appears in which films
Start Entity:     The Sea Wolves
Gold Answer:      [['The Man Who Haunted Himself', 'Spellbound', 'The Man with the Golden Gun', 'The Purple Plain', 'The Man in the Gray Flannel Suit', 'The Scarlet and the Black', '55 Days at Peking', 'Eternally Yours', 'Bedtime Story', 'The Moon Is Blue', "Please Don't Eat the Daisies", 'The Quest', 'On the Beach', 'The Paradine Case', 'The Keys of the Kingdom', 'Candleshoe', 'The Valley of Decision', 'Octopussy', 'The Wild Geese', 'Behold a Pale Horse', 'The Omen', 'The Spy Who Loved Me', 'Separate Tables', 'Arabesque', 'Happy Go Lovely', 'The Yearling', "The Bishop's Wife", 'The Boys from Brazil', 'Old Gringo', 'Moonraker', 'Cape Fear', 'Pork Chop Hill', 'Bachelor Mother', "Mackenna's Gold", 'A View to a Kill', 'The Real Glory', 'Days of Glory', 'The Guns of Navarone', 'Thank You, Jeeves!', 'The Dawn Patrol', 'Live and Let Die', 'Captain Horatio Hornblower R.N.', 'Interrupted Melody', "The Man Who Wouldn't Die", 'Escape to Athena', 'For Your Eyes Only', 'Casino Royale', 'The Big Country', 'To Kill a Mockingbird', 'MacArthur', 'The Snows of Kilimanjaro', 'David and Bathsheba', 'The Naked Face', 'The Great Sinner', 'The Pink Panther', 'Eye of the Devil', "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', "Twelve O'Clock High", 'Gold', "Other People's Money", 'Designing Woman', 'Bonjour Tristesse', 'The Toast of New Orleans', 'Captain Newman, M.D.', 'Marooned', 'The Bravados', 'Night People', 'The Cannonball Run', 'Amazing Grace and Chuck', 'Mirage', 'I Walk the Line', 'The Gunfighter', 'My Man Godfrey', 'Duel in the Sun', 'The Way Ahead', 'Moby Dick', 'Enchantment']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   The Sea Wolves --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone
Path (Raw):       The Sea Wolves --[starred_actors]--> David Niven --[No Operation]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone
Neg LogProb(↓):   1.078674
Path Entropy(↓):  1.744162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by a song is born actors release
Start Entity:     A Song Is Born
Gold Answer:      [['1946', '1949', '1954', '1944', '1950', '1951', '1959', '1947', '1945', '1961', '1955', '1958', '1956', '2013']]
Predicted Ans:    1959
Predicted Path:   A Song Is Born --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[release_year]--> 1959
Path (Raw):       A Song Is Born --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[release_year]--> 1959
Neg LogProb(↓):   0.861421
Path Entropy(↓):  1.712372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the flowers of st. francis was directed by who
Start Entity:     The Flowers of St. Francis
Gold Answer:      [['Roberto Rossellini']]
Predicted Ans:    Roberto Rossellini
Predicted Path:   The Flowers of St. Francis --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Stromboli --[directed_by]--> Roberto Rossellini
Path (Raw):       The Flowers of St. Francis --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Stromboli --[directed_by]--> Roberto Rossellini
Neg LogProb(↓):   0.032660
Path Entropy(↓):  0.144726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by arch oboler
Start Entity:     Arch Oboler
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Arch Oboler --[(INV) directed_by]--> The Twonky --[has_genre]--> Comedy
Path (Raw):       Arch Oboler --[No Operation]--> Arch Oboler --[(INV) directed_by]--> The Twonky --[has_genre]--> Comedy
Neg LogProb(↓):   0.010205
Path Entropy(↓):  0.058526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by kevin james were directed by who
Start Entity:     Kevin James
Gold Answer:      [['Genndy Tartakovsky', 'Ron Howard', 'Steve Oedekerk', 'Andy Tennant', 'Frank Coraci', 'Dennis Dugan']]
Predicted Ans:    Frank Coraci
Predicted Path:   Kevin James --[(INV) starred_actors]--> Here Comes the Boom --[directed_by]--> Frank Coraci
Path (Raw):       Kevin James --[No Operation]--> Kevin James --[(INV) starred_actors]--> Here Comes the Boom --[directed_by]--> Frank Coraci
Neg LogProb(↓):   0.028530
Path Entropy(↓):  0.151083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the star witness
Start Entity:     The Star Witness
Gold Answer:      [['Ray Milland', 'Donald Cook', 'Judy Garland', 'Ben Lyon', 'Henry Fonda', 'Claire Trevor', 'Edward Woods', 'James Stewart', 'Gary Cooper', 'John Hodiak', 'Ginger Rogers', 'Phil Harris', 'Janet Gaynor', 'May Robson', 'Wallace Beery', 'Anthony Quinn', 'Barbara Stanwyck', 'Adolphe Menjou', 'Jack Oakie', 'Fredric March', 'Robert Mitchum', 'Leo Carrillo', 'Dana Andrews', 'Charlton Heston', "Michael O'Shea", 'Iris Adrian', 'Laraine Day', 'Michèle Mercier', 'Richard Arlen', 'Brian Donlevy', 'Charles Winninger', 'Mary Beth Hughes', 'Walter Connolly', 'Sidney Poitier', 'Kris Kristofferson', 'Carole Lombard', 'George Eastman', 'Robert Stack', 'Joan Blondell', 'Raimund Harmstorf', 'Teresa Wright', 'James Cagney', 'Edward G. Robinson', 'John Wayne', 'Walter Brennan', 'Robert Taylor', 'John McIntire', 'Denise Darcel', 'Ruth Chatterton', 'Loretta Young', 'Clara Bow', 'Clark Gable', 'Jean Harlow', 'Fay Wray', 'George Montgomery', 'Robert Preston', 'Jane Wyman', 'James Mason', 'Barbra Streisand']]
Predicted Ans:    Henry Fonda
Predicted Path:   The Star Witness --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident --[starred_actors]--> Henry Fonda
Path (Raw):       The Star Witness --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   1.161083
Path Entropy(↓):  1.618678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did tony todd act in
Start Entity:     Tony Todd
Gold Answer:      [['Sushi Girl', 'Candyman', 'Hatchet II']]
Predicted Ans:    Sushi Girl
Predicted Path:   Tony Todd --[(INV) starred_actors]--> Sushi Girl --[starred_actors]--> Noah Hathaway --[(INV) starred_actors]--> Sushi Girl
Path (Raw):       Tony Todd --[(INV) starred_actors]--> Sushi Girl --[starred_actors]--> Noah Hathaway --[(INV) starred_actors]--> Sushi Girl
Neg LogProb(↓):   0.060780
Path Entropy(↓):  0.265772
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote loaded weapon 1
Start Entity:     Loaded Weapon 1
Gold Answer:      [['Ana Obregón', 'Tony Anthony', 'Anna Lee', 'Paul Robeson', 'Patrick Swayze', 'Alison Doody', 'Herbert Lom', 'Roland Young', 'Stewart Granger', 'Cedric Hardwicke', 'Gene Quintano', 'Richard Carlson', 'Powers Boothe', 'Raymond J. Barry', 'Ray Liotta', 'Victoria Abril', 'Sharon Stone', 'Richard Chamberlain', 'Denis Leary', 'Doug E. Doug', 'Deborah Kerr', 'Danny Glover']]
Predicted Ans:    Sharon Stone
Predicted Path:   Loaded Weapon 1 --[written_by]--> Gene Quintano --[(INV) written_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Path (Raw):       Loaded Weapon 1 --[written_by]--> Gene Quintano --[(INV) written_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.543975
Path Entropy(↓):  1.366588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by david essex fall under
Start Entity:     David Essex
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   David Essex --[(INV) starred_actors]--> Stardust --[has_genre]--> Fantasy
Path (Raw):       David Essex --[No Operation]--> David Essex --[(INV) starred_actors]--> Stardust --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was annie golden an actor in
Start Entity:     Annie Golden
Gold Answer:      [['Hair']]
Predicted Ans:    Paternity
Predicted Path:   Annie Golden --[(INV) starred_actors]--> Hair --[starred_actors]--> Beverly D'Angelo --[(INV) starred_actors]--> Paternity
Path (Raw):       Annie Golden --[(INV) starred_actors]--> Hair --[starred_actors]--> Beverly D'Angelo --[(INV) starred_actors]--> Paternity
Neg LogProb(↓):   0.064373
Path Entropy(↓):  0.286998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of lassie come home is also the director of which movies
Start Entity:     Lassie Come Home
Gold Answer:      [['Forbidden Planet', 'The Secret Garden']]
Predicted Ans:    The Secret Garden
Predicted Path:   Lassie Come Home --[directed_by]--> Fred M. Wilcox --[(INV) directed_by]--> The Secret Garden
Path (Raw):       Lassie Come Home --[directed_by]--> Fred M. Wilcox --[(INV) directed_by]--> The Secret Garden --[No Operation]--> The Secret Garden
Neg LogProb(↓):   0.003090
Path Entropy(↓):  0.021198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by suzanne collins
Start Entity:     Suzanne Collins
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Suzanne Collins --[(INV) written_by]--> The Hunger Games --[release_year]--> 2012
Path (Raw):       Suzanne Collins --[No Operation]--> Suzanne Collins --[(INV) written_by]--> The Hunger Games --[release_year]--> 2012
Neg LogProb(↓):   0.000538
Path Entropy(↓):  0.004590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film madame sin
Start Entity:     Madame Sin
Gold Answer:      [['1980', '1946', '1954', '1944', '2008', '1959', '1936', '2006', '1935', '1941', '2007', '1968', '1963', '1939', '1933', '1957', '1951', '2014', '1932', '1956', '1943', '1942', '1940', '1938', '1996', '1937', '1961', '2012', '1955', '1962', '1934', '1978', '1964', '1949', '1950', '1960', '1991', '1929', '1965', '1945', '1987', '1952', '1958']]
Predicted Ans:    1944
Predicted Path:   Madame Sin --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Mr. Skeffington --[release_year]--> 1944
Path (Raw):       Madame Sin --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Mr. Skeffington --[release_year]--> 1944
Neg LogProb(↓):   2.229225
Path Entropy(↓):  2.980056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the climates director
Start Entity:     Climates
Gold Answer:      [['Nuri Bilge Ceylan']]
Predicted Ans:    Nuri Bilge Ceylan
Predicted Path:   Climates --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Climates --[written_by]--> Nuri Bilge Ceylan
Path (Raw):       Climates --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Climates --[written_by]--> Nuri Bilge Ceylan
Neg LogProb(↓):   0.485726
Path Entropy(↓):  0.680228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is salvatore giuliano about
Start Entity:     Salvatore Giuliano
Gold Answer:      [['francesco rosi']]
Predicted Ans:    francesco rosi
Predicted Path:   Salvatore Giuliano --[has_tags]--> francesco rosi --[(INV) has_tags]--> Salvatore Giuliano --[has_tags]--> francesco rosi
Path (Raw):       Salvatore Giuliano --[has_tags]--> francesco rosi --[(INV) has_tags]--> Salvatore Giuliano --[has_tags]--> francesco rosi
Neg LogProb(↓):   0.104458
Path Entropy(↓):  0.332611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film alien are written by who
Start Entity:     Alien
Gold Answer:      [['Emilio Estevez', 'Jack Finney', 'Kevin Wade', 'Gary Lundgren', 'Norman Maclean', 'David Howard', 'James Twyman', 'David Auburn', 'Dian Fossey', 'Jeffrey Boam', 'Michael Crichton', 'James Cameron', 'Katt Shea', 'Melissa Goddard', 'Rafael Yglesias', 'Richard Hooker', 'John Byrum', 'Jane Hamilton', 'Andy Ruben', 'Ariel Dorfman', 'Alex Cox', 'Moe Jelline', 'Sam Shepard', 'Robert Gordon', 'Louis Sachar', 'John Carlen', 'Stephen Berra', 'George Plimpton', 'Steve Tesich', 'Bob Swaim', 'Paul Theroux', 'Peter Weir', 'Ring Lardner Jr.', 'Richard Friedenberg', 'Daniel Mainwaring', 'Paul Guay', 'Robert Dunn', 'Stephen Mazur', 'Rodrigo Cortés', 'Jim Simpson', 'Anne Nelson', 'Phillip Borsos', 'Dan Aykroyd', 'Harold Ramis', 'Georges Simenon', 'Gary Ross', 'Rick Moody', 'Douglas McGrath', 'Cédric Kahn', 'Garry Marshall', 'Charles Willeford', 'Bill Kerby', 'Stephen King', 'Greg Rucka', 'Steve Lieber', 'Carole Eastman', 'Arthur Laurents', 'Bo Goldman', 'L.M. Kit Carson', 'Michael Meredith']]
Predicted Ans:    Rodrigo Cortés
Predicted Path:   Alien --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[written_by]--> Rodrigo Cortés
Path (Raw):       Alien --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[written_by]--> Rodrigo Cortés
Neg LogProb(↓):   0.477149
Path Entropy(↓):  1.353397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film little miss sunshine released
Start Entity:     Little Miss Sunshine
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Little Miss Sunshine --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Little Miss Sunshine --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.776284
Path Entropy(↓):  4.590444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of mr. nice
Start Entity:     Mr. Nice
Gold Answer:      [['Greta Garbo', 'Matthew Macfadyen', 'Mia Kirshner', 'Virginia Madsen', 'Sean Bean', 'Xander Berkeley', 'Fredric March', 'Alfred Molina', 'Glenne Headly', 'Kelly Macdonald', 'Sophie Marceau', "Maureen O'Sullivan", 'Tony Todd']]
Predicted Ans:    Virginia Madsen
Predicted Path:   Mr. Nice --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Candyman --[starred_actors]--> Virginia Madsen
Path (Raw):       Mr. Nice --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Candyman --[starred_actors]--> Virginia Madsen
Neg LogProb(↓):   0.415161
Path Entropy(↓):  0.988690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of predestination were directed by who
Start Entity:     Predestination
Gold Answer:      [['Paul Verhoeven', 'Peter Spierig', 'Stuart Orme']]
Predicted Ans:    Peter Spierig
Predicted Path:   Predestination --[written_by]--> Peter Spierig --[(INV) written_by]--> Predestination --[directed_by]--> Peter Spierig
Path (Raw):       Predestination --[written_by]--> Peter Spierig --[(INV) written_by]--> Predestination --[directed_by]--> Peter Spierig
Neg LogProb(↓):   0.555055
Path Entropy(↓):  0.971502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sheila terry acted films
Start Entity:     Sheila Terry
Gold Answer:      [['Robert N. Bradbury']]
Predicted Ans:    Robert N. Bradbury
Predicted Path:   Sheila Terry --[(INV) starred_actors]--> The Lawless Frontier --[written_by]--> Robert N. Bradbury
Path (Raw):       Sheila Terry --[No Operation]--> Sheila Terry --[(INV) starred_actors]--> The Lawless Frontier --[written_by]--> Robert N. Bradbury
Neg LogProb(↓):   0.003604
Path Entropy(↓):  0.023836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of around the world in eighty days
Start Entity:     Around the World in Eighty Days
Gold Answer:      [['Jules Verne']]
Predicted Ans:    Jules Verne
Predicted Path:   Around the World in Eighty Days --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne
Path (Raw):       Around the World in Eighty Days --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne
Neg LogProb(↓):   0.097299
Path Entropy(↓):  0.383295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor olivia de havilland starred together with who
Start Entity:     Olivia de Havilland
Gold Answer:      [['Ralph Richardson', 'Basil Rathbone', 'Claude Rains', 'James Caan', 'Mary Anderson', 'Celeste Holm', 'Raymond Massey', 'Fredric March', 'Audrey Dalton', 'Ann Sheridan', 'Montgomery Clift', 'Robert Mitchum', 'Bette Davis', 'Paulette Goddard', 'Alan Hale', 'Gloria Grahame', 'Leo Genn', 'Dirk Bogarde', 'Errol Flynn', 'Donald Crisp', 'Roland Culver', 'Robert Cummings', 'Paul Massie', 'Mark Stevens', 'James Cagney', 'Charles Coburn', 'Lew Ayres', 'Rita Hayworth', 'Richard Burton', 'Ronald Squire', 'Ronald Reagan', 'Charles Boyer', 'Leslie Howard', 'Frank Sinatra', 'Robert Morley', 'Victor Francen']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[starred_actors]--> Robert Mitchum
Path (Raw):       Olivia de Havilland --[No Operation]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.698949
Path Entropy(↓):  1.278547
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with kevin power
Start Entity:     Kevin Power
Gold Answer:      [['Malcolm Campbell']]
Predicted Ans:    Kevin Power
Predicted Path:   Kevin Power --[(INV) written_by]--> What Richard Did --[written_by]--> Kevin Power
Path (Raw):       Kevin Power --[No Operation]--> Kevin Power --[(INV) written_by]--> What Richard Did --[written_by]--> Kevin Power
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the movie hop released
Start Entity:     Hop
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Hop --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Hop --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.056297
Path Entropy(↓):  4.706546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of racing dreams is also the director of which films
Start Entity:     Racing Dreams
Gold Answer:      [['Street Fight']]
Predicted Ans:    Racing Dreams
Predicted Path:   Racing Dreams --[directed_by]--> Marshall Curry --[(INV) directed_by]--> Racing Dreams
Path (Raw):       Racing Dreams --[directed_by]--> Marshall Curry --[(INV) directed_by]--> Racing Dreams --[No Operation]--> Racing Dreams
Neg LogProb(↓):   0.386357
Path Entropy(↓):  0.627244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies written by cinco paul
Start Entity:     Cinco Paul
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cinco Paul --[(INV) written_by]--> Despicable Me 2 --[has_genre]--> Comedy
Path (Raw):       Cinco Paul --[No Operation]--> Cinco Paul --[(INV) written_by]--> Despicable Me 2 --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by clancy brown released
Start Entity:     Clancy Brown
Gold Answer:      [['1988', '1934', '1989', '1991', '2004', '1987', '2012', '1986', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Clancy Brown --[(INV) starred_actors]--> Pathfinder --[release_year]--> 2007
Path (Raw):       Clancy Brown --[No Operation]--> Clancy Brown --[(INV) starred_actors]--> Pathfinder --[release_year]--> 2007
Neg LogProb(↓):   1.027916
Path Entropy(↓):  2.025142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by lewis stone were directed by who
Start Entity:     Lewis Stone
Gold Answer:      [['Tay Garnett', 'George B. Seitz', 'George W. Hill', 'Clarence Brown', 'Charles Brabin']]
Predicted Ans:    Tay Garnett
Predicted Path:   Lewis Stone --[(INV) starred_actors]--> China Seas --[directed_by]--> Tay Garnett
Path (Raw):       Lewis Stone --[No Operation]--> Lewis Stone --[(INV) starred_actors]--> China Seas --[directed_by]--> Tay Garnett
Neg LogProb(↓):   0.114205
Path Entropy(↓):  0.442444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of stay hungry
Start Entity:     Stay Hungry
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Stay Hungry --[written_by]--> Bob Rafelson --[(INV) written_by]--> The King of Marvin Gardens --[has_genre]--> Drama
Path (Raw):       Stay Hungry --[written_by]--> Bob Rafelson --[(INV) written_by]--> The King of Marvin Gardens --[has_genre]--> Drama
Neg LogProb(↓):   0.898202
Path Entropy(↓):  0.889031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by david spade
Start Entity:     David Spade
Gold Answer:      [['Dennis Miller', 'Brittany Daniel']]
Predicted Ans:    David Spade
Predicted Path:   David Spade --[(INV) written_by]--> Joe Dirt --[starred_actors]--> David Spade
Path (Raw):       David Spade --[No Operation]--> David Spade --[(INV) written_by]--> Joe Dirt --[starred_actors]--> David Spade
Neg LogProb(↓):   0.011928
Path Entropy(↓):  0.067791
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the films written by daniel handler
Start Entity:     Daniel Handler
Gold Answer:      [['Bill Pullman', 'Aaron Stanford', 'Jim Carrey']]
Predicted Ans:    Jim Carrey
Predicted Path:   Daniel Handler --[(INV) written_by]--> Lemony Snicket's A Series of Unfortunate Events --[starred_actors]--> Jim Carrey
Path (Raw):       Daniel Handler --[No Operation]--> Daniel Handler --[(INV) written_by]--> Lemony Snicket's A Series of Unfortunate Events --[starred_actors]--> Jim Carrey
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by the way ahead screenwriters
Start Entity:     The Way Ahead
Gold Answer:      [['Biography', 'Drama', 'War', 'Comedy', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Way Ahead --[written_by]--> Eric Ambler --[(INV) written_by]--> The Mask of Dimitrios --[has_genre]--> Drama
Path (Raw):       The Way Ahead --[written_by]--> Eric Ambler --[(INV) written_by]--> The Mask of Dimitrios --[has_genre]--> Drama
Neg LogProb(↓):   0.424150
Path Entropy(↓):  1.074232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of pie in the sky
Start Entity:     Pie in the Sky
Gold Answer:      [['Bryan Gordon']]
Predicted Ans:    Bryan Gordon
Predicted Path:   Pie in the Sky --[written_by]--> Bryan Gordon --[(INV) written_by]--> Pie in the Sky --[written_by]--> Bryan Gordon
Path (Raw):       Pie in the Sky --[written_by]--> Bryan Gordon --[(INV) written_by]--> Pie in the Sky --[written_by]--> Bryan Gordon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the lonesome jim director release
Start Entity:     Lonesome Jim
Gold Answer:      [['1996', '2000', '2007']]
Predicted Ans:    2007
Predicted Path:   Lonesome Jim --[directed_by]--> Steve Buscemi --[(INV) directed_by]--> Interview --[release_year]--> 2007
Path (Raw):       Lonesome Jim --[directed_by]--> Steve Buscemi --[(INV) directed_by]--> Interview --[release_year]--> 2007
Neg LogProb(↓):   0.527730
Path Entropy(↓):  0.965899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film shall we kiss?
Start Entity:     Shall We Kiss?
Gold Answer:      [['2012', '2006', '2000']]
Predicted Ans:    2000
Predicted Path:   Shall We Kiss? --[starred_actors]--> Virginie Ledoyen --[(INV) starred_actors]--> The Beach --[release_year]--> 2000
Path (Raw):       Shall We Kiss? --[starred_actors]--> Virginie Ledoyen --[(INV) starred_actors]--> The Beach --[release_year]--> 2000
Neg LogProb(↓):   0.432543
Path Entropy(↓):  1.146518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie the legend of hell house were in which languages
Start Entity:     The Legend of Hell House
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Legend of Hell House --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       The Legend of Hell House --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.001699
Path Entropy(↓):  0.014711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the butterfly effect
Start Entity:     The Butterfly Effect
Gold Answer:      [['The Single Moms Club', 'Personal Effects', 'What Happens in Vegas', '12 Dates of Christmas', 'Jobs', 'Killers', 'Open Season', 'The Guardian', 'Just Married', 'Idle Hands', 'Dead Awake', 'Crank', 'Just Friends', 'Spread', "My Boss's Daughter", 'The Battle of Shaker Heights', 'Columbus Circle', 'Bad Country', "Dude, Where's My Car?", 'No Strings Attached', 'Life in Flight', 'Guess Who']]
Predicted Ans:    Killers
Predicted Path:   The Butterfly Effect --[starred_actors]--> Ashton Kutcher --[(INV) starred_actors]--> Killers
Path (Raw):       The Butterfly Effect --[starred_actors]--> Ashton Kutcher --[No Operation]--> Ashton Kutcher --[(INV) starred_actors]--> Killers
Neg LogProb(↓):   0.068856
Path Entropy(↓):  0.364522
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by david wnendt fall under
Start Entity:     David Wnendt
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   David Wnendt --[(INV) written_by]--> Wetlands --[has_genre]--> Drama
Path (Raw):       David Wnendt --[No Operation]--> David Wnendt --[(INV) written_by]--> Wetlands --[has_genre]--> Drama
Neg LogProb(↓):   0.376411
Path Entropy(↓):  0.622042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of stephane foenkinos directed movies
Start Entity:     Stéphane Foenkinos
Gold Answer:      [['David Foenkinos']]
Predicted Ans:    David Foenkinos
Predicted Path:   Stéphane Foenkinos --[(INV) directed_by]--> Delicacy --[written_by]--> David Foenkinos
Path (Raw):       Stéphane Foenkinos --[No Operation]--> Stéphane Foenkinos --[(INV) directed_by]--> Delicacy --[written_by]--> David Foenkinos
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie here comes the boom
Start Entity:     Here Comes the Boom
Gold Answer:      [['Kevin James', 'Allan Loeb']]
Predicted Ans:    Allan Loeb
Predicted Path:   Here Comes the Boom --[written_by]--> Allan Loeb --[(INV) written_by]--> The Switch --[written_by]--> Allan Loeb
Path (Raw):       Here Comes the Boom --[written_by]--> Allan Loeb --[(INV) written_by]--> The Switch --[written_by]--> Allan Loeb
Neg LogProb(↓):   0.332987
Path Entropy(↓):  0.988923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with ariane mnouchkine
Start Entity:     Ariane Mnouchkine
Gold Answer:      [['Laurent Tirard']]
Predicted Ans:    Ariane Mnouchkine
Predicted Path:   Ariane Mnouchkine --[(INV) directed_by]--> Molière --[directed_by]--> Ariane Mnouchkine
Path (Raw):       Ariane Mnouchkine --[No Operation]--> Ariane Mnouchkine --[(INV) directed_by]--> Molière --[directed_by]--> Ariane Mnouchkine
Neg LogProb(↓):   0.069933
Path Entropy(↓):  0.247240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by cheryl ladd
Start Entity:     Cheryl Ladd
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    1989
Predicted Path:   Cheryl Ladd --[(INV) starred_actors]--> Millennium --[release_year]--> 1989
Path (Raw):       Cheryl Ladd --[No Operation]--> Cheryl Ladd --[(INV) starred_actors]--> Millennium --[release_year]--> 1989
Neg LogProb(↓):   0.000118
Path Entropy(↓):  0.001253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of much ado about nothing is also the director of which movies
Start Entity:     Much Ado About Nothing
Gold Answer:      [['Serenity', 'Thor', 'Henry V', "Love's Labour's Lost", "Mary Shelley's Frankenstein", 'Sleuth', 'Dead Again', 'The Avengers', "Peter's Friends", 'The Magic Flute', 'Cinderella', 'As You Like It', 'Hamlet']]
Predicted Ans:    Mary Shelley's Frankenstein
Predicted Path:   Much Ado About Nothing --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein
Path (Raw):       Much Ado About Nothing --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein --[No Operation]--> Mary Shelley's Frankenstein
Neg LogProb(↓):   0.256287
Path Entropy(↓):  0.933909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by gavin o'connor
Start Entity:     Gavin O'Connor
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Gavin O'Connor --[(INV) directed_by]--> Warrior --[has_genre]--> Drama
Path (Raw):       Gavin O'Connor --[No Operation]--> Gavin O'Connor --[(INV) directed_by]--> Warrior --[has_genre]--> Drama
Neg LogProb(↓):   1.222252
Path Entropy(↓):  1.635396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of a very potter musical were directed by who
Start Entity:     A Very Potter Musical
Gold Answer:      [['Matt Lang']]
Predicted Ans:    Matt Lang
Predicted Path:   A Very Potter Musical --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[directed_by]--> Matt Lang
Path (Raw):       A Very Potter Musical --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[directed_by]--> Matt Lang
Neg LogProb(↓):   0.229750
Path Entropy(↓):  0.543824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by eleanor smith
Start Entity:     Eleanor Smith
Gold Answer:      [['The Man in Grey']]
Predicted Ans:    The Man in Grey
Predicted Path:   Eleanor Smith --[(INV) written_by]--> The Man in Grey --[written_by]--> Doreen Montgomery --[(INV) written_by]--> The Man in Grey
Path (Raw):       Eleanor Smith --[(INV) written_by]--> The Man in Grey --[written_by]--> Doreen Montgomery --[(INV) written_by]--> The Man in Grey
Neg LogProb(↓):   0.003163
Path Entropy(↓):  0.021449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by sicko actors
Start Entity:     Sicko
Gold Answer:      [['Michael Moore']]
Predicted Ans:    Michael Moore
Predicted Path:   Sicko --[starred_actors]--> Michael Moore --[(INV) starred_actors]--> Sicko --[directed_by]--> Michael Moore
Path (Raw):       Sicko --[starred_actors]--> Michael Moore --[(INV) starred_actors]--> Sicko --[directed_by]--> Michael Moore
Neg LogProb(↓):   0.153418
Path Entropy(↓):  0.502572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by mikhail baryshnikov
Start Entity:     Mikhail Baryshnikov
Gold Answer:      [['Nicholas Meyer', 'Arthur Laurents']]
Predicted Ans:    Arthur Laurents
Predicted Path:   Mikhail Baryshnikov --[(INV) starred_actors]--> The Turning Point --[written_by]--> Arthur Laurents
Path (Raw):       Mikhail Baryshnikov --[No Operation]--> Mikhail Baryshnikov --[(INV) starred_actors]--> The Turning Point --[written_by]--> Arthur Laurents
Neg LogProb(↓):   0.266015
Path Entropy(↓):  0.632649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of pepe le moko
Start Entity:     Pépé le Moko
Gold Answer:      [['Hedy Lamarr', 'Fernandel', 'William Holden', 'Édouard Delmont', 'Charles Boyer', 'Gino Cervi', 'Raymond Bussières', 'Audrey Hepburn', 'Grégoire Aslan', 'Sigrid Gurie']]
Predicted Ans:    Jean Gabin
Predicted Path:   Pépé le Moko --[written_by]--> Henri La Barthe --[(INV) written_by]--> Pépé le Moko --[starred_actors]--> Jean Gabin
Path (Raw):       Pépé le Moko --[written_by]--> Henri La Barthe --[(INV) written_by]--> Pépé le Moko --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.483450
Path Entropy(↓):  0.665725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the adventures of pluto nash are directed by who
Start Entity:     The Adventures of Pluto Nash
Gold Answer:      [['Walter Hill', 'Tom Dey', 'Stephen Herek', 'Andrew Adamson', 'Conrad Vernon', 'Brian Robbins', 'Kelly Asbury', 'John Landis', 'Tony Scott', 'Eddie Murphy', 'Betty Thomas', 'Wes Craven', 'Steve Carr', 'Jerry Lewis', 'Jonathan Lynn', 'Reginald Hudlin', 'Bill Condon', 'Ted Demme', 'Gary Trousdale', 'Brett Ratner', 'Martin Brest', 'Rob Minkoff', 'Thomas Carter', 'Frank Oz', 'Vicky Jenson', 'Michael Ritchie']]
Predicted Ans:    Walter Hill
Predicted Path:   The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[directed_by]--> Walter Hill
Path (Raw):       The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.447571
Path Entropy(↓):  1.078448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the defender actors
Start Entity:     The Defender
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   The Defender --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Path (Raw):       The Defender --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.012061
Path Entropy(↓):  0.068585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of under the roofs of paris
Start Entity:     Under the Roofs of Paris
Gold Answer:      [['Marlene Dietrich', 'Susan Hayward', 'Jack Oakie', 'Fredric March', 'Dick Powell', 'Veronica Lake', 'Robert Benchley', 'Louis Hayward', 'Roland Young', 'Linda Darnell', 'Eugene Pallette', 'Edgar Kennedy', 'Robert Donat', 'Walter Huston', 'Francis Picabia', 'Jean Börlin', 'Michèle Morgan', 'Barry Fitzgerald', 'Gérard Philipe', 'Jean Parker', 'Bruce Cabot']]
Predicted Ans:    Jean Börlin
Predicted Path:   Under the Roofs of Paris --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[starred_actors]--> Jean Börlin
Path (Raw):       Under the Roofs of Paris --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[starred_actors]--> Jean Börlin
Neg LogProb(↓):   0.096813
Path Entropy(↓):  0.393798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in remember the day
Start Entity:     Remember the Day
Gold Answer:      [['John Payne', 'Claudette Colbert']]
Predicted Ans:    Claudette Colbert
Predicted Path:   Remember the Day --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Palm Beach Story --[starred_actors]--> Claudette Colbert
Path (Raw):       Remember the Day --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Palm Beach Story --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   0.356388
Path Entropy(↓):  1.076630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of house
Start Entity:     House
Gold Answer:      [['1977']]
Predicted Ans:    1986
Predicted Path:   House --[release_year]--> 1986 --[(INV) release_year]--> Otello --[release_year]--> 1986
Path (Raw):       House --[release_year]--> 1986 --[(INV) release_year]--> Otello --[release_year]--> 1986
Neg LogProb(↓):   3.372497
Path Entropy(↓):  5.042839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie red salute
Start Entity:     Red Salute
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1955', '1964', '1949', '1950', '1945', '1937', '1952', '1930']]
Predicted Ans:    1954
Predicted Path:   Red Salute --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Path (Raw):       Red Salute --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   1.560270
Path Entropy(↓):  2.342525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the beast with five fingers
Start Entity:     The Beast with Five Fingers
Gold Answer:      [['Robert Florey']]
Predicted Ans:    Robert Florey
Predicted Path:   The Beast with Five Fingers --[directed_by]--> Robert Florey --[(INV) directed_by]--> Murders in the Rue Morgue --[directed_by]--> Robert Florey
Path (Raw):       The Beast with Five Fingers --[directed_by]--> Robert Florey --[(INV) directed_by]--> Murders in the Rue Morgue --[directed_by]--> Robert Florey
Neg LogProb(↓):   0.166234
Path Entropy(↓):  0.545995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by nicholas mosley were released in which years
Start Entity:     Nicholas Mosley
Gold Answer:      [['1967', '2009']]
Predicted Ans:    1967
Predicted Path:   Nicholas Mosley --[(INV) written_by]--> Accident --[release_year]--> 1967
Path (Raw):       Nicholas Mosley --[No Operation]--> Nicholas Mosley --[(INV) written_by]--> Accident --[release_year]--> 1967
Neg LogProb(↓):   0.073669
Path Entropy(↓):  0.257617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of passion
Start Entity:     Passion
Gold Answer:      [['Ann Dvorak', 'Karen Morley', 'Osgood Perkins', 'Bruce Willis', 'Nigel Bruce', 'Chloë Grace Moretz', 'Hilary Swank', 'Julianne Moore', 'Basil Rathbone', 'Robert De Niro', 'Harvey Keitel', 'Gregg Henry', 'Carrie Snodgress', 'Ray Sharkey', 'John Travolta', 'Michael Caine', 'Piper Laurie', 'Cliff Robertson', 'Aaron Eckhart', 'Sean Penn', 'Don Cheadle', 'Sissy Spacek', 'Nicolas Cage', 'John Leguizamo', 'Michelle Pfeiffer', 'Jennifer Jones', 'Scarlett Johansson', 'Amy Irving', 'Penelope Ann Miller', 'Connie Nielsen', 'Angie Dickinson', 'Rebecca Romijn', 'Margot Kidder', 'John Cassavetes', 'Mary Elizabeth Mastrantonio', 'Danny DeVito', 'Laurence Olivier', 'Kevin Costner', 'Lolita Davidovich', 'John Lithgow', 'Nancy Allen', 'Charles Durning', 'Josh Hartnett', 'Carla Gugino', 'Kirk Douglas', 'Steven Bauer', 'Melanie Griffith', 'Sean Connery', 'Jennifer Salt', 'Dennis Franz', 'Michael J. Fox', 'Craig Wasson', 'Tom Hanks', 'Gary Sinise', 'Antonio Banderas', 'Tim Robbins', 'Paul Muni', 'William Katt', 'Al Pacino', 'Keith Gordon', 'Geneviève Bujold', 'Joe Piscopo', 'Kim Cattrall']]
Predicted Ans:    Robert De Niro
Predicted Path:   Passion --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[starred_actors]--> Robert De Niro
Path (Raw):       Passion --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.649424
Path Entropy(↓):  1.339019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the nutcracker prince fall under
Start Entity:     The Nutcracker Prince
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Nutcracker Prince --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[has_genre]--> Adventure
Path (Raw):       The Nutcracker Prince --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[has_genre]--> Adventure
Neg LogProb(↓):   0.214371
Path Entropy(↓):  0.718046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by luis alberni released
Start Entity:     Luis Alberni
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Luis Alberni --[(INV) starred_actors]--> Easy Living --[release_year]--> 1937
Path (Raw):       Luis Alberni --[No Operation]--> Luis Alberni --[(INV) starred_actors]--> Easy Living --[release_year]--> 1937
Neg LogProb(↓):   0.000149
Path Entropy(↓):  0.001466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed slumming
Start Entity:     Slumming
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Slumming --[directed_by]--> Michael Glawogger --[(INV) directed_by]--> Whores' Glory --[has_genre]--> Documentary
Path (Raw):       Slumming --[directed_by]--> Michael Glawogger --[(INV) directed_by]--> Whores' Glory --[has_genre]--> Documentary
Neg LogProb(↓):   0.000092
Path Entropy(↓):  0.000948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jorg pleva star in
Start Entity:     Jörg Pleva
Gold Answer:      [['Das Millionenspiel']]
Predicted Ans:    Das Millionenspiel
Predicted Path:   Jörg Pleva --[(INV) starred_actors]--> Das Millionenspiel --[starred_actors]--> Suzanne Roquette --[(INV) starred_actors]--> Das Millionenspiel
Path (Raw):       Jörg Pleva --[(INV) starred_actors]--> Das Millionenspiel --[starred_actors]--> Suzanne Roquette --[(INV) starred_actors]--> Das Millionenspiel
Neg LogProb(↓):   0.154570
Path Entropy(↓):  0.519551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by hiroshi kawaguchi
Start Entity:     Hiroshi Kawaguchi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hiroshi Kawaguchi --[(INV) starred_actors]--> Giants and Toys --[in_language]--> Japanese
Path (Raw):       Hiroshi Kawaguchi --[No Operation]--> Hiroshi Kawaguchi --[(INV) starred_actors]--> Giants and Toys --[in_language]--> Japanese
Neg LogProb(↓):   0.000823
Path Entropy(↓):  0.006663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie audition are written by who
Start Entity:     Audition
Gold Answer:      [['Max Strom', 'John Allen Nelson', 'Takashige Ichise']]
Predicted Ans:    Takashige Ichise
Predicted Path:   Audition --[starred_actors]--> Ryo Ishibashi --[(INV) starred_actors]--> American Yakuza --[written_by]--> Takashige Ichise
Path (Raw):       Audition --[starred_actors]--> Ryo Ishibashi --[(INV) starred_actors]--> American Yakuza --[written_by]--> Takashige Ichise
Neg LogProb(↓):   0.021603
Path Entropy(↓):  0.114484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was bill haney the writer of
Start Entity:     Bill Haney
Gold Answer:      [['The Last Mountain']]
Predicted Ans:    The Last Mountain
Predicted Path:   Bill Haney --[(INV) written_by]--> The Last Mountain --[written_by]--> Bill Haney --[(INV) written_by]--> The Last Mountain
Path (Raw):       Bill Haney --[(INV) written_by]--> The Last Mountain --[written_by]--> Bill Haney --[(INV) written_by]--> The Last Mountain
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by a bunch of amateurs actors
Start Entity:     A Bunch of Amateurs
Gold Answer:      [['Romance', 'Sport', 'Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Bunch of Amateurs --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The End --[has_genre]--> Comedy
Path (Raw):       A Bunch of Amateurs --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The End --[has_genre]--> Comedy
Neg LogProb(↓):   2.586918
Path Entropy(↓):  3.017191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of chinese puzzle
Start Entity:     Chinese Puzzle
Gold Answer:      [['Cédric Klapisch']]
Predicted Ans:    Cédric Klapisch
Predicted Path:   Chinese Puzzle --[written_by]--> Cédric Klapisch --[(INV) written_by]--> Family Resemblances --[directed_by]--> Cédric Klapisch
Path (Raw):       Chinese Puzzle --[written_by]--> Cédric Klapisch --[(INV) written_by]--> Family Resemblances --[directed_by]--> Cédric Klapisch
Neg LogProb(↓):   0.002222
Path Entropy(↓):  0.018188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing bad girls go to hell
Start Entity:     Bad Girls Go to Hell
Gold Answer:      [['exploitation']]
Predicted Ans:    exploitation
Predicted Path:   Bad Girls Go to Hell --[has_tags]--> exploitation --[(INV) has_tags]--> Chained Heat --[has_tags]--> exploitation
Path (Raw):       Bad Girls Go to Hell --[has_tags]--> exploitation --[(INV) has_tags]--> Chained Heat --[has_tags]--> exploitation
Neg LogProb(↓):   0.022049
Path Entropy(↓):  0.114024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was martha cheavens the writer of
Start Entity:     Martha Cheavens
Gold Answer:      [['Penny Serenade']]
Predicted Ans:    Penny Serenade
Predicted Path:   Martha Cheavens --[(INV) written_by]--> Penny Serenade --[written_by]--> Martha Cheavens --[(INV) written_by]--> Penny Serenade
Path (Raw):       Martha Cheavens --[(INV) written_by]--> Penny Serenade --[written_by]--> Martha Cheavens --[(INV) written_by]--> Penny Serenade
Neg LogProb(↓):   0.005612
Path Entropy(↓):  0.034603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of richard christian matheson written films
Start Entity:     Richard Christian Matheson
Gold Answer:      [['1990', '2010', '1987']]
Predicted Ans:    2010
Predicted Path:   Richard Christian Matheson --[(INV) written_by]--> Loose Cannons --[release_year]--> 2010
Path (Raw):       Richard Christian Matheson --[No Operation]--> Richard Christian Matheson --[(INV) written_by]--> Loose Cannons --[release_year]--> 2010
Neg LogProb(↓):   0.463923
Path Entropy(↓):  0.666818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by david o'malley
Start Entity:     David O'Malley
Gold Answer:      [['Eileen Davidson']]
Predicted Ans:    Eileen Davidson
Predicted Path:   David O'Malley --[(INV) written_by]--> Easy Wheels --[starred_actors]--> Eileen Davidson
Path (Raw):       David O'Malley --[No Operation]--> David O'Malley --[(INV) written_by]--> Easy Wheels --[starred_actors]--> Eileen Davidson
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor christopher kadish co - starred with who
Start Entity:     Christopher Kadish
Gold Answer:      [['Ana Reeder', 'Michael Hyatt', 'Nestor Rodriguez']]
Predicted Ans:    Christopher Kadish
Predicted Path:   Christopher Kadish --[(INV) starred_actors]--> Acts of Worship --[starred_actors]--> Christopher Kadish
Path (Raw):       Christopher Kadish --[No Operation]--> Christopher Kadish --[(INV) starred_actors]--> Acts of Worship --[starred_actors]--> Christopher Kadish
Neg LogProb(↓):   0.068126
Path Entropy(↓):  0.244371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film things change
Start Entity:     Things Change
Gold Answer:      [['1946', '2008', '1992', '1998', '2004', '1982', '1994', '2014', '1948', '2001', '1996', '1981', '2013', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    2000
Predicted Path:   Things Change --[written_by]--> David Mamet --[(INV) written_by]--> Lakeboat --[release_year]--> 2000
Path (Raw):       Things Change --[written_by]--> David Mamet --[(INV) written_by]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   1.073676
Path Entropy(↓):  2.191176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film downtown were in which genres
Start Entity:     Downtown
Gold Answer:      [['Romance', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Downtown --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repentance --[has_genre]--> Thriller
Path (Raw):       Downtown --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repentance --[has_genre]--> Thriller
Neg LogProb(↓):   1.447243
Path Entropy(↓):  1.611514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the olsen gang on the track
Start Entity:     The Olsen Gang on the Track
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Olsen Gang on the Track --[has_genre]--> Comedy --[(INV) has_genre]--> Strange Planet --[has_genre]--> Comedy
Path (Raw):       The Olsen Gang on the Track --[has_genre]--> Comedy --[(INV) has_genre]--> Strange Planet --[has_genre]--> Comedy
Neg LogProb(↓):   3.677659
Path Entropy(↓):  4.709294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of chelsea girls also directed which films
Start Entity:     Chelsea Girls
Gold Answer:      [['Trash', 'Flesh', 'Blood for Dracula', 'Heat', 'Mixed Blood']]
Predicted Ans:    Heat
Predicted Path:   Chelsea Girls --[directed_by]--> Paul Morrissey --[(INV) directed_by]--> Heat
Path (Raw):       Chelsea Girls --[directed_by]--> Paul Morrissey --[(INV) directed_by]--> Heat --[No Operation]--> Heat
Neg LogProb(↓):   0.187105
Path Entropy(↓):  0.618719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the paradine case actors
Start Entity:     The Paradine Case
Gold Answer:      [["Frank O'Rourke", 'James Ronald', 'Luis Puenzo', 'Aída Bortnik', 'Angus MacPhail', 'Robert Hardy Andrews', 'David O. Selznick', 'Sloan Wilson', 'Lewis Milestone', 'Alistair MacLean', 'Hanns Kräly', 'Ernst Lubitsch', 'Samson Raphaelson', 'Ernest Vajda', 'Donald Ogden Stewart', 'Nunnally Johnson', 'Wilson Barrett', 'Martin Caidin', 'Marcia Davenport', 'Nevil Shute', 'Anita Loos', 'Ben Hecht', 'Charles Nordhoff', 'James Norman Hall', 'Heywood Gould', 'Herman Melville', 'Jonathan Latimer', 'Harry Segall', 'Waldemar Young', 'Warren Beatty', 'David Seltzer', 'Billy Wilder', 'Melchior Lengyel', 'Gordon Cotler', 'Lewis R. Foster', 'Robert Russell', 'Frank Ross', 'Richard Flournoy', 'Sonya Levien', 'Paul Osborn', 'Ira Levin', 'Marjorie Kinnan Rawlings', 'Carlos Fuentes', 'John D. MacDonald', 'Kenneth Fearing', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'James Leasor', 'Joseph L. Mankiewicz', 'Jeffrey Dell', 'Donald Hamilton', 'John Paxton', 'David Lean', 'Alan Sharp', 'Robert Louis Stevenson', 'Claudine West', 'Jan Lustig', 'Charles Lederer', 'William Bowers', 'Philip Wylie', 'Charles Laughton', 'Sidney Buchman', 'Ray Bradbury', 'Heck Allen', 'Walter DeLeon', 'Harry Leon Wilson', 'Harlan Thompson', 'Humphrey Pearson', 'John Meehan', 'John Dighton', 'Rachid Bouchareb', 'Sy Bartlett', 'Harper Lee', 'Carl Zuckmayer', 'June Head', 'Frederick Nebel', 'Robert Guédiguian', 'Philip Dunne', 'Erich Maria Remarque', 'John Huston', 'Casey Robinson', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'Emeric Pressburger', 'Carl Foreman', 'Jed Harris', 'Jerry Sterner', 'George Wells', 'André De Toth', 'Claude Lelouch', 'Will B. Johnstone', 'Leo Rosten', 'Felix Jackson', 'Michel Audiard', 'René Barjavel', 'Raymond Bernard', 'Harry Kurnitz', 'Agatha Christie', 'Marguerite Roberts', 'Harold Brighouse', 'James R. Webb', 'Peter Stone', 'Howard Fast', 'Dalton Trumbo', 'Madison Jones', 'William Sellers', 'Arthur Wimperis', 'Margaret Irwin', 'Jay Dratler', 'Alvin Sargent', 'Oscar Wilde', 'Norman Krasna', 'Horton Foote']]
Predicted Ans:    Alistair MacLean
Predicted Path:   The Paradine Case --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Alistair MacLean
Path (Raw):       The Paradine Case --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Alistair MacLean
Neg LogProb(↓):   2.334013
Path Entropy(↓):  3.396323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by talia shire released
Start Entity:     Talia Shire
Gold Answer:      [['1976', '1980', '1990', '1982', '1985', '1979']]
Predicted Ans:    1979
Predicted Path:   Talia Shire --[(INV) starred_actors]--> Prophecy --[release_year]--> 1979
Path (Raw):       Talia Shire --[No Operation]--> Talia Shire --[(INV) starred_actors]--> Prophecy --[release_year]--> 1979
Neg LogProb(↓):   0.333842
Path Entropy(↓):  0.616695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by philippe lioret were in which languages
Start Entity:     Philippe Lioret
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Philippe Lioret --[(INV) directed_by]--> Welcome --[in_language]--> French
Path (Raw):       Philippe Lioret --[No Operation]--> Philippe Lioret --[(INV) directed_by]--> Welcome --[in_language]--> French
Neg LogProb(↓):   0.121506
Path Entropy(↓):  0.355692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the naked kiss starred who
Start Entity:     The Naked Kiss
Gold Answer:      [['Mark Hamill', 'James Shigeta', 'Richard Widmark', 'Beatrice Kay', 'Dolores Dorn', 'Glenn Corbett', 'Rod Taylor', 'Barbara Stanwyck', 'Cliff Robertson', 'Donna Reed', 'John Ireland', 'Broderick Crawford', 'Lee Marvin', 'Rod Steiger', 'Thelma Ritter', 'Victoria Shaw', 'Jeff Chandler', 'Ralph Meeker', 'Reed Hadley', 'Kristy McNichol', 'Richard Harris', 'Jean Peters', 'Barry Sullivan', 'John Derek', 'Brian Keith', 'Al Lettieri', 'Vincent Price', 'Gene Evans', 'Mary Welch']]
Predicted Ans:    John Ireland
Predicted Path:   The Naked Kiss --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Path (Raw):       The Naked Kiss --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Neg LogProb(↓):   0.278164
Path Entropy(↓):  0.888528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the pirates of blood river
Start Entity:     The Pirates of Blood River
Gold Answer:      [['Jacqueline Pearce', 'Brook Williams', 'Paul Douglas', 'André Morell', 'John Phillips', 'David Buck', 'Elizabeth Sellars', 'Leslie Phillips', 'Eva Bartok']]
Predicted Ans:    Leslie Phillips
Predicted Path:   The Pirates of Blood River --[directed_by]--> John Gilling --[(INV) directed_by]--> The Gamma People --[starred_actors]--> Leslie Phillips
Path (Raw):       The Pirates of Blood River --[directed_by]--> John Gilling --[(INV) directed_by]--> The Gamma People --[starred_actors]--> Leslie Phillips
Neg LogProb(↓):   0.568121
Path Entropy(↓):  1.205905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of a guide to recognizing your saints
Start Entity:     A Guide to Recognizing Your Saints
Gold Answer:      [['Sport', 'Drama', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Guide to Recognizing Your Saints --[directed_by]--> Dito Montiel --[(INV) directed_by]--> Fighting --[has_genre]--> Drama
Path (Raw):       A Guide to Recognizing Your Saints --[directed_by]--> Dito Montiel --[(INV) directed_by]--> Fighting --[has_genre]--> Drama
Neg LogProb(↓):   0.123455
Path Entropy(↓):  0.525190
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie krippendorf's tribe were released in which years
Start Entity:     Krippendorf's Tribe
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Krippendorf's Tribe --[directed_by]--> Todd Holland --[(INV) directed_by]--> Firehouse Dog --[release_year]--> 2007
Path (Raw):       Krippendorf's Tribe --[directed_by]--> Todd Holland --[(INV) directed_by]--> Firehouse Dog --[release_year]--> 2007
Neg LogProb(↓):   0.019360
Path Entropy(↓):  0.097704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the disorderly orderly
Start Entity:     The Disorderly Orderly
Gold Answer:      [['Frank Tashlin', 'Ed Haas']]
Predicted Ans:    Frank Tashlin
Predicted Path:   The Disorderly Orderly --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Fuller Brush Girl --[written_by]--> Frank Tashlin
Path (Raw):       The Disorderly Orderly --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Fuller Brush Girl --[written_by]--> Frank Tashlin
Neg LogProb(↓):   0.229584
Path Entropy(↓):  0.657800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by john krasinski
Start Entity:     John Krasinski
Gold Answer:      [['Nancy Meyers', 'George Clooney', 'Ken Kwapis', 'Luke Greenfield', 'Sam Mendes']]
Predicted Ans:    Drama
Predicted Path:   John Krasinski --[(INV) starred_actors]--> Nobody Walks --[has_genre]--> Drama
Path (Raw):       John Krasinski --[No Operation]--> John Krasinski --[(INV) starred_actors]--> Nobody Walks --[has_genre]--> Drama
Neg LogProb(↓):   0.735490
Path Entropy(↓):  1.236063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film the betrayed
Start Entity:     The Betrayed
Gold Answer:      [['Ringo Lam', 'Johnnie To', 'Bob Misiorowski', 'David Slade', 'Steven Sawalich', 'Julian Gilbey', 'Christopher Smith', 'Mikael Håfström', 'John Stockwell', 'Jim Fall']]
Predicted Ans:    Johnnie To
Predicted Path:   The Betrayed --[starred_actors]--> Melissa George --[(INV) starred_actors]--> Triangle --[directed_by]--> Johnnie To
Path (Raw):       The Betrayed --[starred_actors]--> Melissa George --[(INV) starred_actors]--> Triangle --[directed_by]--> Johnnie To
Neg LogProb(↓):   0.516266
Path Entropy(↓):  1.080174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of night has a thousand eyes
Start Entity:     Night Has a Thousand Eyes
Gold Answer:      [['Barbary Coast', 'The Amazing Dr. Clitterhouse', 'The Ten Commandments', 'A Hole in the Head', 'Confessions of a Nazi Spy', 'Illegal', 'Larceny, Inc.', 'The Violent Men', 'Seven Thieves', 'Scarlet Street', 'The Woman in the Window', 'Key Largo', 'My Geisha', 'The Sea Wolf', 'Five Star Final', 'Kid Galahad', 'A Slight Case of Murder', 'Our Vines Have Tender Grapes', 'Little Caesar', 'The Prize', 'Never a Dull Moment', 'Smart Money', 'The Widow from Chicago', 'Destroyer', 'The Hatchet Man', 'A Bullet for Joey', 'Vice Squad', "Dr. Ehrlich's Magic Bullet", 'The Glass Web', 'House of Strangers', 'Tight Spot', 'Bullets or Ballots', 'Double Indemnity', 'Two Weeks in Another Town', 'Brother Orchid', "The Whole Town's Talking", 'The Stranger']]
Predicted Ans:    Confessions of a Nazi Spy
Predicted Path:   Night Has a Thousand Eyes --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy
Path (Raw):       Night Has a Thousand Eyes --[No Operation]--> Night Has a Thousand Eyes --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy
Neg LogProb(↓):   0.609283
Path Entropy(↓):  1.627847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of alone in the dark ii
Start Entity:     Alone in the Dark II
Gold Answer:      [['1982', '2005']]
Predicted Ans:    2005
Predicted Path:   Alone in the Dark II --[written_by]--> Peter Scheerer --[(INV) written_by]--> Alone in the Dark --[release_year]--> 2005
Path (Raw):       Alone in the Dark II --[written_by]--> Peter Scheerer --[(INV) written_by]--> Alone in the Dark --[release_year]--> 2005
Neg LogProb(↓):   0.547111
Path Entropy(↓):  1.173828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by charles chaplin
Start Entity:     Charles Chaplin
Gold Answer:      [['Monsieur Verdoux', "Mabel's Married Life"]]
Predicted Ans:    Monsieur Verdoux
Predicted Path:   Charles Chaplin --[(INV) written_by]--> Monsieur Verdoux --[written_by]--> Charles Chaplin --[(INV) written_by]--> Monsieur Verdoux
Path (Raw):       Charles Chaplin --[(INV) written_by]--> Monsieur Verdoux --[written_by]--> Charles Chaplin --[(INV) written_by]--> Monsieur Verdoux
Neg LogProb(↓):   0.062846
Path Entropy(↓):  0.259780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of 13 ghosts
Start Entity:     13 Ghosts
Gold Answer:      [['Homicidal', 'The Night Walker', 'House on Haunted Hill', 'Mr. Sardonicus', 'Shanks', 'Strait-Jacket', 'The Tingler', 'Macabre', 'I Saw What You Did', 'Zotz!', 'The Gun That Won the West']]
Predicted Ans:    The Tingler
Predicted Path:   13 Ghosts --[directed_by]--> William Castle --[(INV) directed_by]--> The Tingler
Path (Raw):       13 Ghosts --[directed_by]--> William Castle --[(INV) directed_by]--> The Tingler --[No Operation]--> The Tingler
Neg LogProb(↓):   0.406532
Path Entropy(↓):  1.037932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by timeline actors
Start Entity:     Timeline
Gold Answer:      [['David Hubbard', 'Wendy Orr', 'Stevie Wermers', 'Kevin Deters', 'William Kotzwinkle', 'Wayne Kramer', 'Eric Heisserer', 'Luc Besson', 'Dean DeBlois', 'Chris Sanders', 'Cressida Cowell', 'David DiGilio', 'Guy Ritchie', 'Robert Louis Stevenson', 'Mukunda Michael Dewil', 'Brenda Chapman', 'Mark Andrews', 'Mark Levin', 'Irene Mecchi', 'Jennifer Flackett', 'Steve Purcell', 'Jason Keller', 'Rafi Pitts', 'Daniel Nettheim', 'Julia Leigh', 'Jerome Odlum', 'Gary DeVore', 'Harvey Weinstein', 'Jimmy Huston', 'Joel Schumacher', 'Don Winslow', 'Gaston Leroux', 'Jean Howell', 'Patrick Lussier', 'Steven Spielberg', 'Alan Brown', 'Adam Minarovich', 'Frank Miller', 'Roger Corman', 'Kurt Wimmer', 'Paul Glickler', 'Clay Tarver', 'Chris Morgan', 'Mark Neveldine', 'Brian Taylor', 'Lynn Varley', 'Zack Snyder', 'Stephen Metcalfe', 'Bill Bennett', 'Andrew Lloyd Webber', 'Brian Aldiss', 'Ian Watson', 'Bibi Naceri']]
Predicted Ans:    Jean Howell
Predicted Path:   Timeline --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Fast and the Furious --[written_by]--> Jean Howell
Path (Raw):       Timeline --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Fast and the Furious --[written_by]--> Jean Howell
Neg LogProb(↓):   0.864906
Path Entropy(↓):  1.751546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of breaking the waves also wrote which films
Start Entity:     Breaking the Waves
Gold Answer:      [['Melancholia', 'Dear Wendy', 'Antichrist', 'Europa', 'The Element of Crime', 'The Idiots', 'The Five Obstructions', 'The Boss of It All', 'Manderlay', 'Medea', 'Dancer in the Dark', 'Epidemic', 'Dogville']]
Predicted Ans:    Medea
Predicted Path:   Breaking the Waves --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea
Path (Raw):       Breaking the Waves --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[No Operation]--> Medea
Neg LogProb(↓):   0.224560
Path Entropy(↓):  0.559397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by nicholas st. john
Start Entity:     Nicholas St. John
Gold Answer:      [['Christopher Walken', 'David Caruso', 'Victor Argo', 'Laurence Fishburne']]
Predicted Ans:    King of New York
Predicted Path:   Nicholas St. John --[(INV) written_by]--> King of New York --[written_by]--> Nicholas St. John --[(INV) written_by]--> King of New York
Path (Raw):       Nicholas St. John --[(INV) written_by]--> King of New York --[written_by]--> Nicholas St. John --[(INV) written_by]--> King of New York
Neg LogProb(↓):   0.305530
Path Entropy(↓):  0.808139
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are film co - writers of james a. starr
Start Entity:     James A. Starr
Gold Answer:      [['Owen Davis']]
Predicted Ans:    Owen Davis
Predicted Path:   James A. Starr --[(INV) written_by]--> Spring Is Here --[written_by]--> Owen Davis
Path (Raw):       James A. Starr --[No Operation]--> James A. Starr --[(INV) written_by]--> Spring Is Here --[written_by]--> Owen Davis
Neg LogProb(↓):   0.000094
Path Entropy(↓):  0.000965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies did marina de van direct
Start Entity:     Marina de Van
Gold Answer:      [["Don't Look Back", 'Dark Touch', 'In My Skin']]
Predicted Ans:    Don't Look Back
Predicted Path:   Marina de Van --[(INV) directed_by]--> Don't Look Back --[directed_by]--> Marina de Van --[(INV) directed_by]--> Don't Look Back
Path (Raw):       Marina de Van --[(INV) directed_by]--> Don't Look Back --[directed_by]--> Marina de Van --[(INV) directed_by]--> Don't Look Back
Neg LogProb(↓):   0.358498
Path Entropy(↓):  0.900553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of kisses starred who
Start Entity:     Kisses
Gold Answer:      [['Orlando Bloom']]
Predicted Ans:    Orlando Bloom
Predicted Path:   Kisses --[directed_by]--> Lance Daly --[(INV) directed_by]--> The Good Doctor --[starred_actors]--> Orlando Bloom
Path (Raw):       Kisses --[directed_by]--> Lance Daly --[(INV) directed_by]--> The Good Doctor --[starred_actors]--> Orlando Bloom
Neg LogProb(↓):   0.062877
Path Entropy(↓):  0.245654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of hum tum starred who
Start Entity:     Hum Tum
Gold Answer:      [['Rani Mukerji', 'Hrithik Roshan', 'Kareena Kapoor']]
Predicted Ans:    Kareena Kapoor
Predicted Path:   Hum Tum --[written_by]--> Kunal Kohli --[(INV) written_by]--> Mujhse Dosti Karoge! --[starred_actors]--> Kareena Kapoor
Path (Raw):       Hum Tum --[written_by]--> Kunal Kohli --[(INV) written_by]--> Mujhse Dosti Karoge! --[starred_actors]--> Kareena Kapoor
Neg LogProb(↓):   0.102034
Path Entropy(↓):  0.390705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the son of rambow director
Start Entity:     Son of Rambow
Gold Answer:      [['Douglas Adams']]
Predicted Ans:    Garth Jennings
Predicted Path:   Son of Rambow --[directed_by]--> Garth Jennings --[(INV) directed_by]--> Son of Rambow --[written_by]--> Garth Jennings
Path (Raw):       Son of Rambow --[directed_by]--> Garth Jennings --[(INV) directed_by]--> Son of Rambow --[written_by]--> Garth Jennings
Neg LogProb(↓):   0.051423
Path Entropy(↓):  0.198992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does haley joel act in
Start Entity:     Haley Joel
Gold Answer:      [['Abominable']]
Predicted Ans:    Abominable
Predicted Path:   Haley Joel --[(INV) starred_actors]--> Abominable --[starred_actors]--> Haley Joel --[(INV) starred_actors]--> Abominable
Path (Raw):       Haley Joel --[(INV) starred_actors]--> Abominable --[starred_actors]--> Haley Joel --[(INV) starred_actors]--> Abominable
Neg LogProb(↓):   0.001087
Path Entropy(↓):  0.008504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of meet the feebles
Start Entity:     Meet the Feebles
Gold Answer:      [['1995', '1976', '2009', '1933', '2005', '1996', '1994', '1987']]
Predicted Ans:    1976
Predicted Path:   Meet the Feebles --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[release_year]--> 1976
Path (Raw):       Meet the Feebles --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   0.666026
Path Entropy(↓):  1.393588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of monsieur ibrahim
Start Entity:     Monsieur Ibrahim
Gold Answer:      [['François Dupeyron']]
Predicted Ans:    François Dupeyron
Predicted Path:   Monsieur Ibrahim --[directed_by]--> François Dupeyron --[(INV) directed_by]--> Monsieur Ibrahim --[directed_by]--> François Dupeyron
Path (Raw):       Monsieur Ibrahim --[directed_by]--> François Dupeyron --[(INV) directed_by]--> Monsieur Ibrahim --[directed_by]--> François Dupeyron
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the saddest music in the world
Start Entity:     The Saddest Music in the World
Gold Answer:      [['Kyle McCulloch', 'Michael Gottli', 'Darcy Fehr', 'Isabella Rossellini', 'Emma Thompson', 'Jason Patric', 'Carey Mulligan', 'Anthony Hopkins', 'Christopher Reeve', 'Udo Kier', 'Andrew Garfield']]
Predicted Ans:    Darcy Fehr
Predicted Path:   The Saddest Music in the World --[written_by]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[starred_actors]--> Darcy Fehr
Path (Raw):       The Saddest Music in the World --[written_by]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[starred_actors]--> Darcy Fehr
Neg LogProb(↓):   0.022599
Path Entropy(↓):  0.112993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film the music never stopped
Start Entity:     The Music Never Stopped
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Music Never Stopped --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Music Never Stopped --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.342152
Path Entropy(↓):  4.793672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of beware of a holy whore
Start Entity:     Beware of a Holy Whore
Gold Answer:      [['Veronika Voss', 'Katzelmacher', 'The American Soldier', 'The Marriage of Maria Braun', 'Chinese Roulette', 'Why Does Herr R. Run Amok?', 'Lola', 'Whity', 'Querelle', 'The Bitter Tears of Petra von Kant', 'World on a Wire', 'Gods of the Plague', 'Water Drops on Burning Rocks', 'Fox and His Friends', 'Lili Marleen', 'Effi Briest', "Satan's Brew", 'The Merchant of Four Seasons']]
Predicted Ans:    Lola
Predicted Path:   Beware of a Holy Whore --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lola
Path (Raw):       Beware of a Holy Whore --[No Operation]--> Beware of a Holy Whore --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lola
Neg LogProb(↓):   1.444998
Path Entropy(↓):  2.291996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie siam sunset
Start Entity:     Siam Sunset
Gold Answer:      [['Linus Roache', 'Danielle Cormack']]
Predicted Ans:    Sophie Curtis
Predicted Path:   Siam Sunset --[starred_actors]--> Linus Roache --[(INV) starred_actors]--> Innocence --[starred_actors]--> Sophie Curtis
Path (Raw):       Siam Sunset --[starred_actors]--> Linus Roache --[(INV) starred_actors]--> Innocence --[starred_actors]--> Sophie Curtis
Neg LogProb(↓):   0.612633
Path Entropy(↓):  1.357051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which topics is movie silent running about
Start Entity:     Silent Running
Gold Answer:      [['environmental', 'environment']]
Predicted Ans:    environment
Predicted Path:   Silent Running --[has_tags]--> environment --[(INV) has_tags]--> Oceans --[has_tags]--> environment
Path (Raw):       Silent Running --[has_tags]--> environment --[(INV) has_tags]--> Oceans --[has_tags]--> environment
Neg LogProb(↓):   0.603213
Path Entropy(↓):  0.688725
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the savages
Start Entity:     The Savages
Gold Answer:      [['Flawless', 'The Truman Show', 'Kinsey', 'Primal Fear', 'Congo', 'A Simple Twist of Fate', 'Capote', 'Jindabyne', 'Love Liza', "Charlie Wilson's War", 'Doubt', 'Maze', 'A Most Wanted Man', "Before the Devil Knows You're Dead", 'The Ides of March', 'Jack Goes Boating', 'The Exorcism of Emily Rose', 'Absolute Power', 'Owning Mahowny', 'You Can Count on Me', 'Hyde Park on Hudson', 'The Other Man', 'Man of the Year', 'P.S.', 'Synecdoche, New York', 'Mary and Max', "God's Pocket"]]
Predicted Ans:    Flawless
Predicted Path:   The Savages --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Path (Raw):       The Savages --[starred_actors]--> Philip Seymour Hoffman --[No Operation]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Neg LogProb(↓):   0.103889
Path Entropy(↓):  0.528279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with jennifer yuh
Start Entity:     jennifer yuh
Gold Answer:      [['Kung Fu Panda 2']]
Predicted Ans:    Kung Fu Panda 2
Predicted Path:   jennifer yuh --[(INV) has_tags]--> Kung Fu Panda 2 --[has_tags]--> jennifer yuh --[(INV) has_tags]--> Kung Fu Panda 2
Path (Raw):       jennifer yuh --[(INV) has_tags]--> Kung Fu Panda 2 --[has_tags]--> jennifer yuh --[(INV) has_tags]--> Kung Fu Panda 2
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by mickey rapkin release
Start Entity:     Mickey Rapkin
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Mickey Rapkin --[(INV) written_by]--> Pitch Perfect --[release_year]--> 2012
Path (Raw):       Mickey Rapkin --[No Operation]--> Mickey Rapkin --[(INV) written_by]--> Pitch Perfect --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of kiss the girls
Start Entity:     Kiss the Girls
Gold Answer:      [['Lee Tamahori', 'Rob Cohen']]
Predicted Ans:    Lee Tamahori
Predicted Path:   Kiss the Girls --[written_by]--> James Patterson --[(INV) written_by]--> Along Came a Spider --[directed_by]--> Lee Tamahori
Path (Raw):       Kiss the Girls --[written_by]--> James Patterson --[(INV) written_by]--> Along Came a Spider --[directed_by]--> Lee Tamahori
Neg LogProb(↓):   0.038067
Path Entropy(↓):  0.163018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with margaret mazzantini
Start Entity:     Margaret Mazzantini
Gold Answer:      [['Sergio Castellitto']]
Predicted Ans:    Sergio Castellitto
Predicted Path:   Margaret Mazzantini --[(INV) written_by]--> Twice Born --[written_by]--> Sergio Castellitto
Path (Raw):       Margaret Mazzantini --[No Operation]--> Margaret Mazzantini --[(INV) written_by]--> Twice Born --[written_by]--> Sergio Castellitto
Neg LogProb(↓):   0.002150
Path Entropy(↓):  0.015337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did paul robeson star in
Start Entity:     Paul Robeson
Gold Answer:      [['The Proud Valley', 'The Emperor Jones', 'Big Fella', "King Solomon's Mines", 'Song of Freedom']]
Predicted Ans:    The Emperor Jones
Predicted Path:   Paul Robeson --[(INV) starred_actors]--> The Emperor Jones --[starred_actors]--> Fredi Washington --[(INV) starred_actors]--> The Emperor Jones
Path (Raw):       Paul Robeson --[(INV) starred_actors]--> The Emperor Jones --[starred_actors]--> Fredi Washington --[(INV) starred_actors]--> The Emperor Jones
Neg LogProb(↓):   0.963136
Path Entropy(↓):  1.428695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by rodney rothman
Start Entity:     Rodney Rothman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rodney Rothman --[(INV) written_by]--> 22 Jump Street --[has_genre]--> Comedy
Path (Raw):       Rodney Rothman --[No Operation]--> Rodney Rothman --[(INV) written_by]--> 22 Jump Street --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by tom schulman
Start Entity:     Tom Schulman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tom Schulman --[(INV) directed_by]--> 8 Heads in a Duffel Bag --[has_genre]--> Comedy
Path (Raw):       Tom Schulman --[No Operation]--> Tom Schulman --[(INV) directed_by]--> 8 Heads in a Duffel Bag --[has_genre]--> Comedy
Neg LogProb(↓):   0.008475
Path Entropy(↓):  0.048775
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about burn victim
Start Entity:     burn victim
Gold Answer:      [['The English Patient']]
Predicted Ans:    Cold Mountain
Predicted Path:   burn victim --[(INV) has_tags]--> The English Patient --[has_tags]--> anthony minghella --[(INV) has_tags]--> Cold Mountain
Path (Raw):       burn victim --[(INV) has_tags]--> The English Patient --[has_tags]--> anthony minghella --[(INV) has_tags]--> Cold Mountain
Neg LogProb(↓):   0.184211
Path Entropy(↓):  0.562237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film head above water
Start Entity:     Head Above Water
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Head Above Water --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Head Above Water --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.931065
Path Entropy(↓):  4.475259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the defiant ones
Start Entity:     The Defiant Ones
Gold Answer:      [['All the Young Men', 'Shoot to Kill', 'I Want to Live!', 'Goodbye Charlie', 'Operation Petticoat', 'The Bedford Incident', "Let's Do It Again", 'I Bury the Living', 'Duel at Diablo', 'Little Nikita', 'Sextette', 'Good-bye, My Lady', 'Sweet Smell of Success', 'They Call Me Mister Tibbs!', 'The Jackal', 'The Narrow Margin', 'To Sir, with Love', 'Armored Car Robbery', 'Taras Bulba', 'The Immortals', 'For Love of Ivy', 'Captain Newman, M.D.', 'A Patch of Blue', "You Can't Win 'Em All", 'The Pride and the Passion', 'A Warm December', "Don't Make Waves", 'In the Heat of the Night', 'Sex and the Single Girl', "Not with My Wife, You Don't!", 'A Piece of the Action', 'The Manitou', 'Uptown Saturday Night', 'Sweet November', "Guess Who's Coming to Dinner", 'The Great Race', 'The Vikings', 'Some Like It Hot', 'The Boston Strangler', 'The Rat Race', 'The Organization', 'No Way Out', 'Edge of the City', 'The Last Tycoon', 'David and Lisa', 'Pressure Point', 'Buck and the Preacher', 'The Long Ships', 'Paris Blues', 'Trapeze', 'The Simple Life of Noah Dearborn', 'A Raisin in the Sun', 'Lilies of the Field', 'Sneakers', 'The Bad News Bears Go to Japan', 'Little Miss Marker', 'The Slender Thread']]
Predicted Ans:    To Sir, with Love
Predicted Path:   The Defiant Ones --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Path (Raw):       The Defiant Ones --[starred_actors]--> Sidney Poitier --[No Operation]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Neg LogProb(↓):   0.681984
Path Entropy(↓):  1.659450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was george crile a writer on
Start Entity:     George Crile
Gold Answer:      [["Charlie Wilson's War"]]
Predicted Ans:    The American President
Predicted Path:   George Crile --[(INV) written_by]--> Charlie Wilson's War --[written_by]--> Aaron Sorkin --[(INV) written_by]--> The American President
Path (Raw):       George Crile --[(INV) written_by]--> Charlie Wilson's War --[written_by]--> Aaron Sorkin --[(INV) written_by]--> The American President
Neg LogProb(↓):   0.878207
Path Entropy(↓):  1.515424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share directors with human resources fall under
Start Entity:     Human Resources
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Human Resources --[directed_by]--> Laurent Cantet --[(INV) directed_by]--> Time Out --[has_genre]--> Drama
Path (Raw):       Human Resources --[directed_by]--> Laurent Cantet --[(INV) directed_by]--> Time Out --[has_genre]--> Drama
Neg LogProb(↓):   0.004074
Path Entropy(↓):  0.028697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by alix koromzay
Start Entity:     Alix Koromzay
Gold Answer:      [['Donald A. Wollheim']]
Predicted Ans:    Donald A. Wollheim
Predicted Path:   Alix Koromzay --[(INV) starred_actors]--> Mimic 2 --[written_by]--> Donald A. Wollheim
Path (Raw):       Alix Koromzay --[No Operation]--> Alix Koromzay --[(INV) starred_actors]--> Mimic 2 --[written_by]--> Donald A. Wollheim
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.000915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by david posamentier
Start Entity:     David Posamentier
Gold Answer:      [['Olivia Wilde', 'Michelle Monaghan', 'Sam Rockwell']]
Predicted Ans:    Sam Rockwell
Predicted Path:   David Posamentier --[(INV) directed_by]--> Better Living Through Chemistry --[starred_actors]--> Sam Rockwell
Path (Raw):       David Posamentier --[No Operation]--> David Posamentier --[(INV) directed_by]--> Better Living Through Chemistry --[starred_actors]--> Sam Rockwell
Neg LogProb(↓):   0.004636
Path Entropy(↓):  0.030056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the yakuza
Start Entity:     The Yakuza
Gold Answer:      [['Richard Pryor', 'Yul Brynner', 'Scott Glenn', 'Dana Delany', 'Garry Shandling', 'Sonia Braga', 'José Lewgoy', 'Annette Bening', 'Elizabeth Shepherd', 'Robert De Niro', 'Jack Nicholson', 'Katharine Hepburn', 'Harvey Keitel', 'Faye Dunaway', 'Gena Rowlands', 'Maria Ouspenskaya', 'Cliff Robertson', 'Goldie Hawn', 'Patricia Arquette', 'Ving Rhames', 'Frank Vincent', 'Lee Grant', 'Warren Beatty', 'Herbert Lom', 'Gretchen Mol', 'Jeremy Sisto', 'Nick Nolte', 'Nicolas Cage', 'Willem Dafoe', 'Kurt Russell', 'Robert Mitchum', 'Michelle Pfeiffer', 'Cathy Moriarty', 'Richard Gere', 'Season Hubley', 'William Hurt', 'Billy Crudup', 'Ray Liotta', 'John Lithgow', 'Susan Sarandon', 'Gina Gershon', 'John Goodman', 'Donald Sutherland', 'George C. Scott', 'Julie Christie', 'Mariel Hemingway', 'Michael J. Fox', 'Monica Potter', 'Charles Boyer', 'William Devane', 'Peter Boyle', 'Joseph Fiennes', 'Patrice Donnelly', 'Irene Dunne', 'Joan Jett', 'Joe Pesci', 'Yaphet Kotto', 'Mel Gibson', 'Geneviève Bujold', 'Vincent Price', 'Tommy Lee Jones']]
Predicted Ans:    Willem Dafoe
Predicted Path:   The Yakuza --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper --[starred_actors]--> Willem Dafoe
Path (Raw):       The Yakuza --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   0.529537
Path Entropy(↓):  1.390582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the tall guy
Start Entity:     The Tall Guy
Gold Answer:      [['David Yates', 'Mike Newell', 'Phillip Noyce', 'Stephen Daldry', 'Paul Morrissey', 'Roger Michell', 'Mel Smith', 'Richard Curtis']]
Predicted Ans:    Mel Smith
Predicted Path:   The Tall Guy --[written_by]--> Richard Curtis --[(INV) written_by]--> The Tall Guy --[directed_by]--> Mel Smith
Path (Raw):       The Tall Guy --[written_by]--> Richard Curtis --[(INV) written_by]--> The Tall Guy --[directed_by]--> Mel Smith
Neg LogProb(↓):   0.050966
Path Entropy(↓):  0.254212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by geetanjali thapa
Start Entity:     Geetanjali Thapa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Geetanjali Thapa --[(INV) starred_actors]--> Liar's Dice --[has_genre]--> Drama
Path (Raw):       Geetanjali Thapa --[No Operation]--> Geetanjali Thapa --[(INV) starred_actors]--> Liar's Dice --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film paan singh tomar were in which genres
Start Entity:     Paan Singh Tomar
Gold Answer:      [['Drama', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Paan Singh Tomar --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> Gunday --[has_genre]--> Crime
Path (Raw):       Paan Singh Tomar --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> Gunday --[has_genre]--> Crime
Neg LogProb(↓):   0.615172
Path Entropy(↓):  1.097931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film smokey and the bandit ii
Start Entity:     Smokey and the Bandit II
Gold Answer:      [['1980', '1970', '2008', '1985', '1979', '1974', '1984', '1977', '1968', '1963', '1998', '1982', '1973', '1994', '1983', '1976', '1972', '1989', '1996', '1981', '2012', '1961', '1986', '1962', '1988', '1978', '2000', '1975', '1966', '2005', '1999', '1987', '1969']]
Predicted Ans:    2008
Predicted Path:   Smokey and the Bandit II --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> A Bunch of Amateurs --[release_year]--> 2008
Path (Raw):       Smokey and the Bandit II --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> A Bunch of Amateurs --[release_year]--> 2008
Neg LogProb(↓):   2.224344
Path Entropy(↓):  3.463671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does abhay deol appear in
Start Entity:     Abhay Deol
Gold Answer:      [['Shanghai', 'Road, Movie']]
Predicted Ans:    Shanghai
Predicted Path:   Abhay Deol --[(INV) starred_actors]--> Shanghai --[starred_actors]--> Kalki Koechlin --[(INV) starred_actors]--> Shanghai
Path (Raw):       Abhay Deol --[(INV) starred_actors]--> Shanghai --[starred_actors]--> Kalki Koechlin --[(INV) starred_actors]--> Shanghai
Neg LogProb(↓):   0.347647
Path Entropy(↓):  0.617281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of mr. blandings builds his dream house
Start Entity:     Mr. Blandings Builds His Dream House
Gold Answer:      [['Richard Lester', 'Melvin Frank', 'Hal Walker', 'Norman Panama', 'Sidney Lanfield']]
Predicted Ans:    Richard Lester
Predicted Path:   Mr. Blandings Builds His Dream House --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Path (Raw):       Mr. Blandings Builds His Dream House --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.357009
Path Entropy(↓):  1.179998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of city heat also starred in which movies
Start Entity:     City Heat
Gold Answer:      [['Sudden Impact', 'Navajo Joe', 'Joe Kidd', "Coogan's Bluff", 'Trouble with the Curve', 'Blood Work', 'A Bunch of Amateurs', 'Where Eagles Dare', 'Any Which Way You Can', 'Hustle', 'The Gauntlet', 'Gran Torino', 'Pale Rider', 'A Perfect World', 'Gator', "Kelly's Heroes", "Hang 'Em High", 'The Longest Yard', 'Space Cowboys', 'Cannonball Run II', 'Dirty Harry', 'The Dead Pool', 'Bronco Billy', 'Paternity', 'Tightrope', 'Pink Cadillac', 'A Fistful of Dollars', 'W.W. and the Dixie Dancekings', 'Heartbreak Ridge', 'Two Mules for Sister Sara', 'Unforgiven', 'Rent-a-Cop', 'Escape from Alcatraz', 'Magnum Force', 'In the Line of Fire', 'High Plains Drifter', 'Malone', 'Stroker Ace', 'Semi-Tough', 'White Lightning', 'The Enforcer', 'Million Dollar Baby', 'The Man Who Loved Women', 'Lucky Lady', 'Physical Evidence', 'The Best Little Whorehouse in Texas', 'The Crew', 'White Hunter Black Heart', 'The End', 'Thunderbolt and Lightfoot', 'The Beguiled', 'Paint Your Wagon', 'The Outlaw Josey Wales', 'Deliverance', 'The Eiger Sanction', 'True Crime', 'Hooper', 'Best Friends', 'Breaking In', 'Striptease', 'The Bridges of Madison County', 'The Good, the Bad and the Ugly', 'Honkytonk Man', 'Pups', 'Smokey and the Bandit II', 'Play Misty for Me', "Sharky's Machine", 'Fuzz', 'Switching Channels', 'All Dogs Go to Heaven', 'The Rookie', 'Nickelodeon', 'Stick', '100 Rifles', 'Shamus', 'Absolute Power', 'The Cannonball Run', 'Starting Over', 'Smokey and the Bandit', 'Firefox', 'At Long Last Love', 'For a Few Dollars More']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   City Heat --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       City Heat --[starred_actors]--> Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   0.768301
Path Entropy(↓):  1.818363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film a safe place
Start Entity:     A Safe Place
Gold Answer:      [['1995', '2009', '1997', '2001', '1985']]
Predicted Ans:    1997
Predicted Path:   A Safe Place --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Déjà Vu --[release_year]--> 1997
Path (Raw):       A Safe Place --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Déjà Vu --[release_year]--> 1997
Neg LogProb(↓):   0.715161
Path Entropy(↓):  1.249908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie bilitis
Start Entity:     Bilitis
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bilitis --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Bilitis --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.423146
Path Entropy(↓):  4.632639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does dolls fall under
Start Entity:     Dolls
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Dolls --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Dolls --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.022534
Path Entropy(↓):  3.559870
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the reagan director release
Start Entity:     Reagan
Gold Answer:      [['2012', '2005', '2002']]
Predicted Ans:    2002
Predicted Path:   Reagan --[directed_by]--> Eugene Jarecki --[(INV) directed_by]--> The Trials of Henry Kissinger --[release_year]--> 2002
Path (Raw):       Reagan --[directed_by]--> Eugene Jarecki --[(INV) directed_by]--> The Trials of Henry Kissinger --[release_year]--> 2002
Neg LogProb(↓):   0.765958
Path Entropy(↓):  1.105782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the canterville ghost
Start Entity:     The Canterville Ghost
Gold Answer:      [['William Dieterle', 'Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'Fritz Lang', 'Irving Pichel', 'Norman Taurog', 'James Cruze', 'Jean Delannoy', 'David Lean', 'Carol Reed', 'Frank Borzage', 'Busby Berkeley', 'Walter Lang', 'Billy Wilder', 'Stanley Kubrick', 'Robert Z. Leonard', 'Claude Lelouch', 'Erle C. Kenton', 'Henry Koster', 'Lewis Milestone', 'Dorothy Arzner', 'Kirk Wise', 'Bille August', 'Frank Lloyd', 'Sidney Franklin', 'George Sidney', 'Raymond Bernard', 'Ernst Lubitsch', 'Stephen Roberts', 'Wesley Ruggles', 'James V. Kern', 'Richard Wallace', 'Leo McCarey', 'Tom Hooper', 'Gary Trousdale', 'Alfred Hitchcock', 'Robert Siodmak', 'John Farrow', 'James Whale', 'Alexander Korda', 'Joseph Pevney', 'Rowland V. Lee', 'Sidney Lanfield', 'Norman Z. McLeod', 'Richard Boleslawski', 'H. Bruce Humberstone', 'Jean Renoir']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Canterville Ghost --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Path (Raw):       The Canterville Ghost --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.099776
Path Entropy(↓):  2.081096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for cronos
Start Entity:     Cronos
Gold Answer:      [['Guillermo del Toro']]
Predicted Ans:    Guillermo del Toro
Predicted Path:   Cronos --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[directed_by]--> Guillermo del Toro
Path (Raw):       Cronos --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[directed_by]--> Guillermo del Toro
Neg LogProb(↓):   0.671713
Path Entropy(↓):  0.888810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed train
Start Entity:     Train
Gold Answer:      [['Gideon Raff']]
Predicted Ans:    Gideon Raff
Predicted Path:   Train --[directed_by]--> Gideon Raff --[(INV) directed_by]--> Train --[written_by]--> Gideon Raff
Path (Raw):       Train --[directed_by]--> Gideon Raff --[(INV) directed_by]--> Train --[written_by]--> Gideon Raff
Neg LogProb(↓):   0.002166
Path Entropy(↓):  0.015810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by doug hutchison released
Start Entity:     Doug Hutchison
Gold Answer:      [['2014', '2002']]
Predicted Ans:    2014
Predicted Path:   Doug Hutchison --[(INV) starred_actors]--> No Good Deed --[release_year]--> 2014
Path (Raw):       Doug Hutchison --[No Operation]--> Doug Hutchison --[(INV) starred_actors]--> No Good Deed --[release_year]--> 2014
Neg LogProb(↓):   0.205856
Path Entropy(↓):  0.480447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by dibakar banerjee
Start Entity:     Dibakar Banerjee
Gold Answer:      [['Kalki Koechlin', 'John Cusack', 'Emraan Hashmi', 'Abhay Deol']]
Predicted Ans:    John Cusack
Predicted Path:   Dibakar Banerjee --[(INV) directed_by]--> Shanghai --[starred_actors]--> John Cusack
Path (Raw):       Dibakar Banerjee --[No Operation]--> Dibakar Banerjee --[(INV) directed_by]--> Shanghai --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.132146
Path Entropy(↓):  0.377440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed christmas eve
Start Entity:     Christmas Eve
Gold Answer:      [['Ilona Massey', 'George Raft', 'Reginald Owen', 'Claire Trevor', 'Adrienne Ames', 'John Wayne', 'David Manners', 'Anna May Wong', 'Ward Bond', 'Bela Lugosi', 'Ella Raines', 'Jon Hall', 'Alison Skipworth', 'Peter Lorre', 'Paul Lukas', 'Cedric Hardwicke', 'Signe Hasso']]
Predicted Ans:    Peter Lorre
Predicted Path:   Christmas Eve --[directed_by]--> Edwin L. Marin --[(INV) directed_by]--> Invisible Agent --[starred_actors]--> Peter Lorre
Path (Raw):       Christmas Eve --[directed_by]--> Edwin L. Marin --[(INV) directed_by]--> Invisible Agent --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.159661
Path Entropy(↓):  0.551219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by julianne michelle
Start Entity:     Julianne Michelle
Gold Answer:      [['Michael Taverna']]
Predicted Ans:    Michael Taverna
Predicted Path:   Julianne Michelle --[(INV) starred_actors]--> Apartment 1303 3D --[directed_by]--> Michael Taverna
Path (Raw):       Julianne Michelle --[No Operation]--> Julianne Michelle --[(INV) starred_actors]--> Apartment 1303 3D --[directed_by]--> Michael Taverna
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote julie
Start Entity:     Julie
Gold Answer:      [['Andrew L. Stone']]
Predicted Ans:    Andrew L. Stone
Predicted Path:   Julie --[written_by]--> Andrew L. Stone --[(INV) written_by]--> Julie --[written_by]--> Andrew L. Stone
Path (Raw):       Julie --[written_by]--> Andrew L. Stone --[(INV) written_by]--> Julie --[written_by]--> Andrew L. Stone
Neg LogProb(↓):   0.001766
Path Entropy(↓):  0.012953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the poseidon adventure
Start Entity:     The Poseidon Adventure
Gold Answer:      [['Sidney Carroll', 'Frederick Forsyth', 'Brian Garfield', 'Stanley Mann', 'Irwin Allen', 'James Kennaway', 'Edmund H. North', 'Ethan Coen', 'Muriel Spark', 'Charles Dickens', 'Enid Bagnold', 'Nigel Balchin', 'Ewen Montagu', 'Jules Verne', 'Bryan Forbes', 'Robert E. Lee', 'Jerome Lawrence', 'Charles Bennett', 'Leslie Bricusse', 'Jay Presson Allen', 'Alec Guinness', 'Alvin Sargent', 'Joyce Cary', 'Jack Davies']]
Predicted Ans:    Paul Gallico
Predicted Path:   The Poseidon Adventure --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[written_by]--> Paul Gallico
Path (Raw):       The Poseidon Adventure --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[written_by]--> Paul Gallico
Neg LogProb(↓):   0.998926
Path Entropy(↓):  1.473990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films written by pieter jan brugge released
Start Entity:     Pieter Jan Brugge
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Pieter Jan Brugge --[(INV) written_by]--> The Clearing --[release_year]--> 2004
Path (Raw):       Pieter Jan Brugge --[No Operation]--> Pieter Jan Brugge --[(INV) written_by]--> The Clearing --[release_year]--> 2004
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by jay chandrasekhar
Start Entity:     jay chandrasekhar
Gold Answer:      [['Super Troopers', 'Club Dread']]
Predicted Ans:    Club Dread
Predicted Path:   jay chandrasekhar --[(INV) has_tags]--> Club Dread --[has_tags]--> jay chandrasekhar --[(INV) has_tags]--> Club Dread
Path (Raw):       jay chandrasekhar --[(INV) has_tags]--> Club Dread --[has_tags]--> jay chandrasekhar --[(INV) has_tags]--> Club Dread
Neg LogProb(↓):   0.000397
Path Entropy(↓):  0.003808
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by joonas berghall in
Start Entity:     Joonas Berghäll
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Joonas Berghäll --[(INV) directed_by]--> Steam of Life --[in_language]--> Finnish
Path (Raw):       Joonas Berghäll --[No Operation]--> Joonas Berghäll --[(INV) directed_by]--> Steam of Life --[in_language]--> Finnish
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie delitto al ristorante cinese
Start Entity:     Delitto al ristorante cinese
Gold Answer:      [['Bruno Corbucci']]
Predicted Ans:    Bruno Corbucci
Predicted Path:   Delitto al ristorante cinese --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Cat and Dog --[written_by]--> Bruno Corbucci
Path (Raw):       Delitto al ristorante cinese --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Cat and Dog --[written_by]--> Bruno Corbucci
Neg LogProb(↓):   0.776576
Path Entropy(↓):  1.682796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the fish child also wrote which films
Start Entity:     The Fish Child
Gold Answer:      [['The German Doctor', 'XXY']]
Predicted Ans:    XXY
Predicted Path:   The Fish Child --[written_by]--> Lucía Puenzo --[(INV) written_by]--> XXY
Path (Raw):       The Fish Child --[written_by]--> Lucía Puenzo --[(INV) written_by]--> XXY --[No Operation]--> XXY
Neg LogProb(↓):   0.031162
Path Entropy(↓):  0.140381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in edge of seventeen
Start Entity:     Edge of Seventeen
Gold Answer:      [['Jonah Markowitz']]
Predicted Ans:    David Moreton
Predicted Path:   Edge of Seventeen --[starred_actors]--> Tina Holmes --[(INV) starred_actors]--> Edge of Seventeen --[directed_by]--> David Moreton
Path (Raw):       Edge of Seventeen --[starred_actors]--> Tina Holmes --[(INV) starred_actors]--> Edge of Seventeen --[directed_by]--> David Moreton
Neg LogProb(↓):   0.010470
Path Entropy(↓):  0.068225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter ray dennis steckler wrote films together with who
Start Entity:     Ray Dennis Steckler
Gold Answer:      [['Ron Haydock']]
Predicted Ans:    Ray Dennis Steckler
Predicted Path:   Ray Dennis Steckler --[(INV) written_by]--> Rat Pfink a Boo Boo --[written_by]--> Ray Dennis Steckler
Path (Raw):       Ray Dennis Steckler --[No Operation]--> Ray Dennis Steckler --[(INV) written_by]--> Rat Pfink a Boo Boo --[written_by]--> Ray Dennis Steckler
Neg LogProb(↓):   0.389489
Path Entropy(↓):  0.628814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film analyze this are directed by who
Start Entity:     Analyze This
Gold Answer:      [['J. Lee Thompson', 'Jon Avnet', 'Peter Hyams', 'Brian De Palma', 'Joe Roth', 'Tom Dey', 'Wayne Kramer', 'Luc Besson', 'Ivan Reitman', 'Michael Mann', 'John Polson', 'James Mangold', 'Kirk Jones', 'Robert De Niro', 'Dan Scanlon', 'Joan Rivers', 'Roland Joffé', 'David O. Russell', 'Martin Scorsese', 'Ron Underwood', 'David Silverman', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Kenneth Branagh', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Henry Winkler', 'Jon Turteltaub', 'Michael Lehmann', 'Penny Marshall', 'John Frankenheimer', 'Andy Fickman', 'Neil Burger', 'Michael Curtiz', 'Jules Dassin', 'Ettore Scola', 'Alan Parker', 'Paul Weitz', 'Terry Gilliam', 'Michael Cimino', 'Jay Roach', 'Bernardo Bertolucci', 'Joel Schumacher', 'Neil Jordan', 'Sergio Leone', 'Danny DeVito', 'John D. Hancock', 'Rodrigo Cortés', 'Justin Zackham', 'Ulu Grosbard', 'Harold Ramis', 'Billy Crystal', 'Mark Steven Johnson', 'Johnnie To', 'Cédric Kahn', 'Pete Docter', 'Martin Brest', 'John McNaughton', 'Peter Segal', 'Paul Glickler', 'Frank Oz', 'Robert Rodriguez', 'Lee Unkrich', 'Paul Morrissey', 'Michael Radford', 'Irwin Winkler', 'David Grovic', 'John Curran', 'Jerry Zaks', 'Gary McKendry', 'Elia Kazan', 'Rob Reiner']]
Predicted Ans:    Kirk Jones
Predicted Path:   Analyze This --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Path (Raw):       Analyze This --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Neg LogProb(↓):   1.102441
Path Entropy(↓):  2.240230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by maria bello fall under
Start Entity:     Maria Bello
Gold Answer:      [['Drama', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Maria Bello --[(INV) starred_actors]--> World Trade Center --[has_genre]--> Drama
Path (Raw):       Maria Bello --[No Operation]--> Maria Bello --[(INV) starred_actors]--> World Trade Center --[has_genre]--> Drama
Neg LogProb(↓):   0.196729
Path Entropy(↓):  0.624085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of providence
Start Entity:     Providence
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Providence --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[in_language]--> French
Path (Raw):       Providence --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[in_language]--> French
Neg LogProb(↓):   0.007213
Path Entropy(↓):  0.050942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by david peace
Start Entity:     David Peace
Gold Answer:      [['Tom Hooper']]
Predicted Ans:    Tom Hooper
Predicted Path:   David Peace --[(INV) written_by]--> The Damned United --[directed_by]--> Tom Hooper
Path (Raw):       David Peace --[No Operation]--> David Peace --[(INV) written_by]--> The Damned United --[directed_by]--> Tom Hooper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the family friend director
Start Entity:     The Family Friend
Gold Answer:      [['Paolo Sorrentino', 'Umberto Contarello']]
Predicted Ans:    Paolo Sorrentino
Predicted Path:   The Family Friend --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[written_by]--> Paolo Sorrentino
Path (Raw):       The Family Friend --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[written_by]--> Paolo Sorrentino
Neg LogProb(↓):   0.332263
Path Entropy(↓):  0.894324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film night falls on manhattan
Start Entity:     Night Falls on Manhattan
Gold Answer:      [['1980', '1946', '1992', '1993', '2006', '1974', '1977', '2007', '1968', '1957', '2004', '1982', '1973', '1983', '1976', '1972', '1971', '1989', '1981', '2013', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '1960', '1965', '1999', '1986']]
Predicted Ans:    1974
Predicted Path:   Night Falls on Manhattan --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Murder on the Orient Express --[release_year]--> 1974
Path (Raw):       Night Falls on Manhattan --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Murder on the Orient Express --[release_year]--> 1974
Neg LogProb(↓):   1.472050
Path Entropy(↓):  2.574614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by john myhers
Start Entity:     John Myhers
Gold Answer:      [['Morris Engel']]
Predicted Ans:    Morris Engel
Predicted Path:   John Myhers --[(INV) starred_actors]--> Weddings and Babies --[written_by]--> Morris Engel
Path (Raw):       John Myhers --[No Operation]--> John Myhers --[(INV) starred_actors]--> Weddings and Babies --[written_by]--> Morris Engel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by christopher macbride
Start Entity:     Christopher MacBride
Gold Answer:      [['The Conspiracy']]
Predicted Ans:    The Conspiracy
Predicted Path:   Christopher MacBride --[(INV) written_by]--> The Conspiracy --[written_by]--> Christopher MacBride --[(INV) written_by]--> The Conspiracy
Path (Raw):       Christopher MacBride --[(INV) written_by]--> The Conspiracy --[written_by]--> Christopher MacBride --[(INV) written_by]--> The Conspiracy
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by anthony abrams
Start Entity:     Anthony Abrams
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Anthony Abrams --[(INV) directed_by]--> Pumpkin --[release_year]--> 2002
Path (Raw):       Anthony Abrams --[No Operation]--> Anthony Abrams --[(INV) directed_by]--> Pumpkin --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of matt lanter starred movies
Start Entity:     Matt Lanter
Gold Answer:      [['Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Aaron Seltzer
Predicted Path:   Matt Lanter --[(INV) starred_actors]--> Disaster Movie --[written_by]--> Aaron Seltzer
Path (Raw):       Matt Lanter --[No Operation]--> Matt Lanter --[(INV) starred_actors]--> Disaster Movie --[written_by]--> Aaron Seltzer
Neg LogProb(↓):   0.065448
Path Entropy(↓):  0.239137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with a safe place were released in which years
Start Entity:     A Safe Place
Gold Answer:      [['1995', '2009', '1997', '2001', '1985']]
Predicted Ans:    1971
Predicted Path:   A Safe Place --[written_by]--> Henry Jaglom --[(INV) written_by]--> A Safe Place --[release_year]--> 1971
Path (Raw):       A Safe Place --[written_by]--> Henry Jaglom --[(INV) written_by]--> A Safe Place --[release_year]--> 1971
Neg LogProb(↓):   0.831710
Path Entropy(↓):  0.936579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was pablo echarri an actor in
Start Entity:     Pablo Echarri
Gold Answer:      [['The Method', 'Chronicle of an Escape', 'Boogie']]
Predicted Ans:    Boogie
Predicted Path:   Pablo Echarri --[(INV) starred_actors]--> Boogie --[starred_actors]--> Pablo Echarri --[(INV) starred_actors]--> Boogie
Path (Raw):       Pablo Echarri --[(INV) starred_actors]--> Boogie --[starred_actors]--> Pablo Echarri --[(INV) starred_actors]--> Boogie
Neg LogProb(↓):   0.511531
Path Entropy(↓):  0.675498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for take her, she's mine
Start Entity:     Take Her, She's Mine
Gold Answer:      [['Nunnally Johnson', 'Phoebe Ephron', 'Henry Ephron']]
Predicted Ans:    Jean Webster
Predicted Path:   Take Her, She's Mine --[written_by]--> Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[written_by]--> Jean Webster
Path (Raw):       Take Her, She's Mine --[written_by]--> Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[written_by]--> Jean Webster
Neg LogProb(↓):   1.387396
Path Entropy(↓):  2.302644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share directors with thumbsucker fall under
Start Entity:     Thumbsucker
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Thumbsucker --[directed_by]--> Mike Mills --[(INV) directed_by]--> Thumbsucker --[has_genre]--> Comedy
Path (Raw):       Thumbsucker --[directed_by]--> Mike Mills --[(INV) directed_by]--> Thumbsucker --[has_genre]--> Comedy
Neg LogProb(↓):   0.586742
Path Entropy(↓):  0.687011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie meet the browns
Start Entity:     Meet the Browns
Gold Answer:      [['James Patterson', 'Marc Moss', 'Kerry Williamson', 'Gillian Flynn', 'Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Meet the Browns --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Path (Raw):       Meet the Browns --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.069042
Path Entropy(↓):  0.364038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the whisperers also directed which movies
Start Entity:     The Whisperers
Gold Answer:      [['The Wrong Box', 'The Naked Face', 'The Stepford Wives', 'The L-Shaped Room', 'Whistle Down the Wind', 'King Rat']]
Predicted Ans:    The Naked Face
Predicted Path:   The Whisperers --[directed_by]--> Bryan Forbes --[(INV) directed_by]--> The Naked Face
Path (Raw):       The Whisperers --[directed_by]--> Bryan Forbes --[(INV) directed_by]--> The Naked Face --[No Operation]--> The Naked Face
Neg LogProb(↓):   0.187683
Path Entropy(↓):  0.667064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of memories of underdevelopment
Start Entity:     Memories of Underdevelopment
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Memories of Underdevelopment --[written_by]--> Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[has_genre]--> Comedy
Path (Raw):       Memories of Underdevelopment --[written_by]--> Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[has_genre]--> Comedy
Neg LogProb(↓):   0.002871
Path Entropy(↓):  0.022382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in barbed wire
Start Entity:     Barbed Wire
Gold Answer:      [['Anne James', 'William Fawcett', 'Gene Autry']]
Predicted Ans:    William Fawcett
Predicted Path:   Barbed Wire --[starred_actors]--> William Fawcett --[(INV) starred_actors]--> Barbed Wire --[starred_actors]--> William Fawcett
Path (Raw):       Barbed Wire --[starred_actors]--> William Fawcett --[(INV) starred_actors]--> Barbed Wire --[starred_actors]--> William Fawcett
Neg LogProb(↓):   0.734794
Path Entropy(↓):  1.282385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie king rat
Start Entity:     King Rat
Gold Answer:      [['Ronald Neame', 'John Schlesinger', 'Paul Mazursky', 'Mike Nichols', 'Dean Parisot', 'Ted Kotcheff', 'Michael Anderson', 'Mark Rydell', 'Michael Hoffman', 'Nicolas Roeg', 'Robert Altman', 'Michael Schultz', 'Karel Reisz', 'Irvin Kershner', 'Peter Medak', 'Jack Smight', 'Anatole Litvak', 'Ivan Passer', 'Donald Cammell', 'Herbert Ross', 'Tony Mitchell', 'Harmony Korine', 'Joseph Losey', 'Amy Heckerling', 'Richard Wilson', 'Peter Yates', 'Fred Schepisi', 'Roger Corman', 'Melvin Frank', 'Tony Richardson', 'John Guillermin', 'Carl Reiner', 'James Goldstone', 'Lou Lombardo', 'Mike Hodges', 'Barbra Streisand']]
Predicted Ans:    Amy Heckerling
Predicted Path:   King Rat --[starred_actors]--> George Segal --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Path (Raw):       King Rat --[starred_actors]--> George Segal --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Neg LogProb(↓):   0.495099
Path Entropy(↓):  0.963675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie fathers'day
Start Entity:     Fathers' Day
Gold Answer:      [['Elaine May', 'Chris Van Allsburg', 'Isaac Asimov', 'Richard Reitinger', 'Ulrich Zieger', 'Omar Naim', 'Kenneth Lonergan', 'Dirk Shafer', 'Nick Castle', 'Anne Fine', 'Geoff Rodkey', 'Joan Rivers', 'Dan Scanlon', 'Andrew Stanton', 'Daniel Gerson', 'Ralph Eggleston', 'Arie Posin', 'Jeff Pidgeon', 'Jill Culton', 'Barry Levinson', 'James Toback', 'Roman Polanski', 'Bill Forsyth', 'Mark Romanek', 'Gérard Brach', 'Assi Dayan', 'Richard Matheson', 'Paul Glickler', 'Éva Gárdos', 'Oliver Sacks', 'Nora Ephron', 'John Hughes', 'Lowell Ganz', 'Babaloo Mandel', 'Tom Schulman', 'John Musker', 'Ron Clements', 'Preston Sturges', 'Robert Dillon', 'Peter Tolan', 'Robert Silverberg', 'DeWitt Bodeen', 'Alan Ormsby', 'Patch Adams', 'Maureen Mylander', 'Jean Poiret', 'Ben Affleck', 'David Duchovny', 'Bobcat Goldthwait', 'James V. Hart', 'Malia Scotch Marmo', 'Wim Wenders', 'Gary DeVore', 'Jimmy Huston', 'Francis Ford Coppola', 'Matt Damon', 'Francis Veber', 'Pete Docter', 'Peter Kassovitz', 'Jurek Becker', 'Matthew McDuffie', 'David Twohy', 'Mitch Markowitz', 'Paul Mazursky', 'Wayne Kramer', 'Ron Shelton', 'John Irving', 'Steve Tesich', 'Crash Leyland', 'Saul Bellow', 'Robert Klane', 'Valerie Curtin', 'Harold Ramis', 'Billy Crystal', 'Mick Molloy', 'John Brownjohn', 'Thomas Hardy', 'Mike Figgis']]
Predicted Ans:    David Twohy
Predicted Path:   Fathers' Day --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       Fathers' Day --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.844265
Path Entropy(↓):  0.915181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of one missed call
Start Entity:     One Missed Call
Gold Answer:      [['Minako Daira', 'Yasushi Akimoto']]
Predicted Ans:    Yasushi Akimoto
Predicted Path:   One Missed Call --[written_by]--> Yasushi Akimoto --[(INV) written_by]--> One Missed Call --[written_by]--> Yasushi Akimoto
Path (Raw):       One Missed Call --[written_by]--> Yasushi Akimoto --[(INV) written_by]--> One Missed Call --[written_by]--> Yasushi Akimoto
Neg LogProb(↓):   2.131209
Path Entropy(↓):  2.261701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did taurean blacque star in
Start Entity:     Taurean Blacque
Gold Answer:      [['DeepStar Six']]
Predicted Ans:    DeepStar Six
Predicted Path:   Taurean Blacque --[(INV) starred_actors]--> DeepStar Six --[starred_actors]--> Greg Evigan --[(INV) starred_actors]--> DeepStar Six
Path (Raw):       Taurean Blacque --[(INV) starred_actors]--> DeepStar Six --[starred_actors]--> Greg Evigan --[(INV) starred_actors]--> DeepStar Six
Neg LogProb(↓):   0.220258
Path Entropy(↓):  0.510502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the story of robin hood and his merrie men
Start Entity:     The Story of Robin Hood and His Merrie Men
Gold Answer:      [['W. Somerset Maugham', 'David Pursall', 'Jack Seddon', 'Astrid Lindgren', 'Graham Greene', 'Charles Major', 'Denis Waldock', 'William Templeton', 'John Garden', 'Jack London', 'Ken Annakin', 'Romain Gary', 'Cornelius Ryan', 'Johann David Wyss', 'Peter Blackmore', 'Lawrence Edward Watkin', 'James Jones']]
Predicted Ans:    Astrid Lindgren
Predicted Path:   The Story of Robin Hood and His Merrie Men --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The New Adventures of Pippi Longstocking --[written_by]--> Astrid Lindgren
Path (Raw):       The Story of Robin Hood and His Merrie Men --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The New Adventures of Pippi Longstocking --[written_by]--> Astrid Lindgren
Neg LogProb(↓):   1.808265
Path Entropy(↓):  2.317602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by jon bernthal
Start Entity:     Jon Bernthal
Gold Answer:      [['Jesse Andrews', 'Ric Roman Waugh']]
Predicted Ans:    Ric Roman Waugh
Predicted Path:   Jon Bernthal --[(INV) starred_actors]--> Snitch --[written_by]--> Ric Roman Waugh
Path (Raw):       Jon Bernthal --[No Operation]--> Jon Bernthal --[(INV) starred_actors]--> Snitch --[written_by]--> Ric Roman Waugh
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of mississippi masala
Start Entity:     Mississippi Masala
Gold Answer:      [['Mira Nair']]
Predicted Ans:    Mira Nair
Predicted Path:   Mississippi Masala --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[directed_by]--> Mira Nair
Path (Raw):       Mississippi Masala --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[directed_by]--> Mira Nair
Neg LogProb(↓):   0.160570
Path Entropy(↓):  0.521335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie as tears go by
Start Entity:     As Tears Go By
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   As Tears Go By --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       As Tears Go By --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.017483
Path Entropy(↓):  0.113932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in reap the wild wind
Start Entity:     Reap the Wild Wind
Gold Answer:      [['Ray Milland', 'Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'William C. McGann', 'Philip Dunne', 'Arthur Hiller', 'Robert Montgomery', 'John Huston', 'George Waggner', 'Lewis Allen', 'Richard Fleischer', 'William A. Wellman', 'Robert N. Bradbury', 'Harry L. Fraser', 'Mark Rydell', 'Gordon Douglas', 'Leslie Fenton', 'Ray Enright', 'Kathryn Bigelow', 'Dick Powell', 'Billy Wilder', 'Henry Koster', 'Raoul Walsh', 'Otto Preminger', 'King Vidor', 'Henry Hathaway', 'Burt Kennedy', 'John Ford', 'George Marshall', 'Nicholas Ray', 'Mack V. Wright', 'Michael Curtiz', 'Jules Dassin', 'George Sherman', 'Stuart Millar', 'Jean Renoir', 'Russell Rouse', 'Allan Dwan', 'James Edward Grant', 'Elliott Nugent', 'Wesley Ruggles', 'Edward Ludwig', 'John Wayne', 'Joseph Kane', 'Mitchell Leisen', 'Arnold Laven', 'Richard Wallace', 'Arthur Lubin', 'Douglas Hickox', 'John Sturges', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'John Farrow', 'John Lee Hancock', 'Alexander Korda', 'Albert S. Rogell', 'Oliver Parker', 'Lee Frost', 'Edwin L. Marin', 'Jules Furthman', 'Lloyd Bacon', 'Josef von Sternberg', 'George Stevens', 'James P. Hogan', 'Lewis Seiler', 'Paul Leni', 'Mark Sandrich', 'Howard Hawks', 'Gary Sherman']]
Predicted Ans:    Oliver Parker
Predicted Path:   Reap the Wild Wind --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Path (Raw):       Reap the Wild Wind --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Neg LogProb(↓):   1.157352
Path Entropy(↓):  1.637333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by ovidio g. assonitis starred who
Start Entity:     Ovidio G. Assonitis
Gold Answer:      [['John Huston', 'Shelley Winters', 'Bo Hopkins', 'Henry Fonda']]
Predicted Ans:    Henry Fonda
Predicted Path:   Ovidio G. Assonitis --[(INV) directed_by]--> Tentacles --[starred_actors]--> Henry Fonda
Path (Raw):       Ovidio G. Assonitis --[No Operation]--> Ovidio G. Assonitis --[(INV) directed_by]--> Tentacles --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.018840
Path Entropy(↓):  0.101940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of i'll never forget what's'isname
Start Entity:     I'll Never Forget What's'isname
Gold Answer:      [['John Gielgud', 'Sarah Miles', 'Sophia Loren', 'John Carradine', 'Chris Sarandon', 'Lee J. Cobb', 'Robert Mitchum', 'Peter Ustinov', 'Michael Douglas', 'Kiefer Sutherland', 'Eva Longoria', 'Lauren Bacall', 'Jack Palance', 'Alain Delon', 'Robert Ryan', 'Paul Scofield', 'Robert Duvall', 'Cristina Raines', 'Burt Lancaster', 'Carrie Fisher', 'O.J. Simpson', 'Jason Statham', 'Charles Bronson', 'Eli Wallach', 'Candy Clark', 'Ed Lauter', 'James Coburn', 'Humphrey Bogart']]
Predicted Ans:    Charles Bronson
Predicted Path:   I'll Never Forget What's'isname --[directed_by]--> Michael Winner --[(INV) directed_by]--> Death Wish --[starred_actors]--> Charles Bronson
Path (Raw):       I'll Never Forget What's'isname --[directed_by]--> Michael Winner --[(INV) directed_by]--> Death Wish --[starred_actors]--> Charles Bronson
Neg LogProb(↓):   1.073139
Path Entropy(↓):  1.235212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did claude goretta write
Start Entity:     Claude Goretta
Gold Answer:      [['The Lacemaker']]
Predicted Ans:    The Lacemaker
Predicted Path:   Claude Goretta --[(INV) written_by]--> The Lacemaker --[written_by]--> Pascal Lainé --[(INV) written_by]--> The Lacemaker
Path (Raw):       Claude Goretta --[(INV) written_by]--> The Lacemaker --[written_by]--> Pascal Lainé --[(INV) written_by]--> The Lacemaker
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor tcheky karyo appeared in the same movie with who
Start Entity:     Tchéky Karyo
Gold Answer:      [['Matthew Broderick', 'Vincent Cassel', 'Fabrice Luchini', 'Kelly Preston', 'Meg Ryan', 'Bridget Fonda', 'Matthew Lillard', 'Jet Li', 'Pascale Ogier', 'Monica Bellucci', 'Saffron Burrows']]
Predicted Ans:    Jet Li
Predicted Path:   Tchéky Karyo --[(INV) starred_actors]--> Kiss of the Dragon --[starred_actors]--> Jet Li
Path (Raw):       Tchéky Karyo --[No Operation]--> Tchéky Karyo --[(INV) starred_actors]--> Kiss of the Dragon --[starred_actors]--> Jet Li
Neg LogProb(↓):   0.085355
Path Entropy(↓):  0.403364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by kirby dick
Start Entity:     Kirby Dick
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Kirby Dick --[(INV) starred_actors]--> The Invisible War --[release_year]--> 2012
Path (Raw):       Kirby Dick --[No Operation]--> Kirby Dick --[(INV) starred_actors]--> The Invisible War --[release_year]--> 2012
Neg LogProb(↓):   0.042165
Path Entropy(↓):  0.182318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by charles baxter
Start Entity:     Charles Baxter
Gold Answer:      [['Morgan Freeman', 'Billy Burke', 'Radha Mitchell', 'Greg Kinnear']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Charles Baxter --[(INV) written_by]--> Feast of Love --[starred_actors]--> Morgan Freeman
Path (Raw):       Charles Baxter --[No Operation]--> Charles Baxter --[(INV) written_by]--> Feast of Love --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.245150
Path Entropy(↓):  0.523713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of bicycle thieves
Start Entity:     Bicycle Thieves
Gold Answer:      [['Niki Karimi', 'Zhang Fan', 'Wang Haidi', 'Carlo Battisti', 'Dominique Sanda', 'Sophia Loren', 'Lina Gennari', 'Marcello Mastroianni', 'Paolo Stoppa', 'Emma Gramatica', 'Francesco Golisano', 'Guglielmo Barnabò', 'Eleonora Brown', 'Carlo Ninchi', 'Joan Chen', 'Lino Capolicchio', 'Peter Sellers']]
Predicted Ans:    Emma Gramatica
Predicted Path:   Bicycle Thieves --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Miracle in Milan --[starred_actors]--> Emma Gramatica
Path (Raw):       Bicycle Thieves --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Miracle in Milan --[starred_actors]--> Emma Gramatica
Neg LogProb(↓):   1.239798
Path Entropy(↓):  1.537122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the fighting temptations
Start Entity:     The Fighting Temptations
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Fighting Temptations --[written_by]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[has_genre]--> Comedy
Path (Raw):       The Fighting Temptations --[written_by]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[has_genre]--> Comedy
Neg LogProb(↓):   0.068433
Path Entropy(↓):  0.243550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film a troll in central park
Start Entity:     A Troll in Central Park
Gold Answer:      [['Bob Hoge', 'Sara Sugarman', 'Penelope Spheeris', 'Jonathan Demme', 'Don Bluth', 'Burt Reynolds', 'Damian Harris', 'Alan Parker', 'Colin Higgins', 'Terry Gilliam', 'Gene Wilder', 'Anne Bancroft', 'John D. Hancock', 'Arild Fröhlich', 'Freddie Francis', 'Glenn Jordan', 'Hal Needham', 'Melvin Frank', 'Jorge Torregrossa', 'Tanya Wexler', 'Jack Clayton', 'Mel Brooks', 'Rupert Wainwright', 'Barry Poltermann', 'Frank L. Anderson', 'Ken Hughes', 'John Howley']]
Predicted Ans:    Burt Reynolds
Predicted Path:   A Troll in Central Park --[starred_actors]--> Dom DeLuise --[(INV) starred_actors]--> The End --[directed_by]--> Burt Reynolds
Path (Raw):       A Troll in Central Park --[starred_actors]--> Dom DeLuise --[(INV) starred_actors]--> The End --[directed_by]--> Burt Reynolds
Neg LogProb(↓):   0.358323
Path Entropy(↓):  0.994402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the devil - doll
Start Entity:     The Devil-Doll
Gold Answer:      [['Douglas Fairbanks', 'Joan Crawford', 'Lon Chaney', 'Marceline Day', 'Polly Moran']]
Predicted Ans:    Lionel Barrymore
Predicted Path:   The Devil-Doll --[written_by]--> Abraham Merritt --[(INV) written_by]--> The Devil-Doll --[starred_actors]--> Lionel Barrymore
Path (Raw):       The Devil-Doll --[written_by]--> Abraham Merritt --[(INV) written_by]--> The Devil-Doll --[starred_actors]--> Lionel Barrymore
Neg LogProb(↓):   0.318302
Path Entropy(↓):  0.637174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe romeo + juliet
Start Entity:     Romeo + Juliet
Gold Answer:      [['romantic', 'leonardo dicaprio', 'claire danes', 'baz luhrmann', 'shakespeare']]
Predicted Ans:    shakespeare
Predicted Path:   Romeo + Juliet --[has_tags]--> shakespeare --[(INV) has_tags]--> Anonymous --[has_tags]--> shakespeare
Path (Raw):       Romeo + Juliet --[has_tags]--> shakespeare --[(INV) has_tags]--> Anonymous --[has_tags]--> shakespeare
Neg LogProb(↓):   0.418997
Path Entropy(↓):  0.858216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed it's kind of a funny story
Start Entity:     It's Kind of a Funny Story
Gold Answer:      [['Analeigh Tipton', 'Shareeka Epps', 'Sienna Miller', 'Ryan Gosling', 'Ryan Reynolds', 'Ben Mendelsohn', 'Algenis Perez Soto']]
Predicted Ans:    Algenis Perez Soto
Predicted Path:   It's Kind of a Funny Story --[directed_by]--> Anna Boden --[(INV) directed_by]--> Sugar --[starred_actors]--> Algenis Perez Soto
Path (Raw):       It's Kind of a Funny Story --[directed_by]--> Anna Boden --[(INV) directed_by]--> Sugar --[starred_actors]--> Algenis Perez Soto
Neg LogProb(↓):   0.493932
Path Entropy(↓):  1.267333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film shoot to kill are written by who
Start Entity:     Shoot to Kill
Gold Answer:      [['Frederick Forsyth', 'Paris Qualles', 'Gregory Widen', 'Mark Rascovich', 'Ole Bornedal', 'Ronald F. Maxwell', 'Wolfgang Petersen', 'Richard Neely', 'Lawrence Lasker', 'David S. Ward', 'Michael Shaara', 'Michael M. Grilikhes', 'Cordell Barker', 'Michael Crichton', 'James H. Street', 'Guy Green', 'Wolf Rilla', 'Karen Moncrieff', 'Phil Alden Robinson', 'Kathryn Bigelow', 'George Froeschel', 'Oliver Stone', 'David S. Goyer', 'Stephen Hillenburg', 'Paul Tibbitt', 'Alan Rudolph', 'John Wyndham', 'Derek Drymon', 'William Butler', 'Don Coscarelli', 'Nedrick Young', 'Kent Osborne', 'Aaron Springer', 'Ira Levin', 'Lawrence Kasdan', 'Rowdy Herrington', 'William Rose', 'Stirling Silliphant', 'John Ball', 'Elizabeth Kata', 'Sidney Poitier', 'Vincent Campanella', 'Nico Mastorakis', 'Richard Wesley', 'Hugh Wilson', 'Harold Jacob Smith', 'Joe Eszterhas', 'Walter Bernstein', 'Marvin H. Albert', 'Peter Matthiessen', 'Kenneth Fearing', 'Amy Heckerling', 'Eleanor Perry', 'Theodore Isaac Rubin', 'Nils Gaup', 'Harold Flender', 'James Clavell', 'Tim Hill', 'David Wong', 'Tab Murphy', 'Christopher Folino', 'Joseph Dougherty', 'Lorraine Hansberry', 'Ronald Millar', 'James Poe', 'Walter F. Parkes', 'Robert Alan Aurthur', 'Joseph L. Mankiewicz', 'Shana Alexander']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Shoot to Kill --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Path (Raw):       Shoot to Kill --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Neg LogProb(↓):   0.932736
Path Entropy(↓):  1.752499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the love and anarchy director
Start Entity:     Love and Anarchy
Gold Answer:      [['Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Love and Anarchy --[directed_by]--> Lina Wertmüller --[(INV) directed_by]--> Ciao, Professore! --[in_language]--> Italian
Path (Raw):       Love and Anarchy --[directed_by]--> Lina Wertmüller --[(INV) directed_by]--> Ciao, Professore! --[in_language]--> Italian
Neg LogProb(↓):   0.000275
Path Entropy(↓):  0.002548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed ticker
Start Entity:     Ticker
Gold Answer:      [['Horror', 'Fantasy', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Ticker --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Arcade --[has_genre]--> Horror
Path (Raw):       Ticker --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Arcade --[has_genre]--> Horror
Neg LogProb(↓):   0.012926
Path Entropy(↓):  0.076950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did diane kurys write
Start Entity:     Diane Kurys
Gold Answer:      [['Entre Nous', 'Peppermint Soda']]
Predicted Ans:    Entre Nous
Predicted Path:   Diane Kurys --[(INV) written_by]--> Entre Nous --[written_by]--> Diane Kurys --[(INV) written_by]--> Entre Nous
Path (Raw):       Diane Kurys --[(INV) written_by]--> Entre Nous --[written_by]--> Diane Kurys --[(INV) written_by]--> Entre Nous
Neg LogProb(↓):   0.065339
Path Entropy(↓):  0.283420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of golden earrings also wrote which films
Start Entity:     Golden Earrings
Gold Answer:      [['Road to Morocco', 'Road to Zanzibar', 'Force of Evil', "I'll Cry Tomorrow", 'The Glass Slipper', 'Wake Island', 'Madigan', 'Plymouth Adventure', 'I Can Get It for You Wholesale', 'Odds Against Tomorrow', 'The Milky Way', 'Body and Soul', 'Tell Them Willie Boy Is Here', 'The Unsinkable Molly Brown', "King Solomon's Mines", 'Kim', 'Lili', 'Forever, Darling']]
Predicted Ans:    The Milky Way
Predicted Path:   Golden Earrings --[written_by]--> Frank Butler --[(INV) written_by]--> The Milky Way
Path (Raw):       Golden Earrings --[written_by]--> Frank Butler --[(INV) written_by]--> The Milky Way --[No Operation]--> The Milky Way
Neg LogProb(↓):   0.670552
Path Entropy(↓):  1.452807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with rounders fall under
Start Entity:     Rounders
Gold Answer:      [['Thriller', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Rounders --[directed_by]--> John Dahl --[(INV) directed_by]--> Joy Ride --[has_genre]--> Thriller
Path (Raw):       Rounders --[directed_by]--> John Dahl --[(INV) directed_by]--> Joy Ride --[has_genre]--> Thriller
Neg LogProb(↓):   0.025530
Path Entropy(↓):  0.125759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film experiment in terror
Start Entity:     Experiment in Terror
Gold Answer:      [['Gordon Gordon', 'Mildred Gordon']]
Predicted Ans:    Mildred Gordon
Predicted Path:   Experiment in Terror --[written_by]--> Mildred Gordon --[(INV) written_by]--> Experiment in Terror --[written_by]--> Mildred Gordon
Path (Raw):       Experiment in Terror --[written_by]--> Mildred Gordon --[(INV) written_by]--> Experiment in Terror --[written_by]--> Mildred Gordon
Neg LogProb(↓):   0.026038
Path Entropy(↓):  0.128271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of elke sommer starred movies
Start Entity:     Elke Sommer
Gold Answer:      [['1968', '1963', '1964', '1966', '1952', '1979', '1937']]
Predicted Ans:    1963
Predicted Path:   Elke Sommer --[(INV) starred_actors]--> The Prize --[release_year]--> 1963
Path (Raw):       Elke Sommer --[No Operation]--> Elke Sommer --[(INV) starred_actors]--> The Prize --[release_year]--> 1963
Neg LogProb(↓):   0.761077
Path Entropy(↓):  1.301961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with senseless were released in which years
Start Entity:     Senseless
Gold Answer:      [['2008', '2006', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Senseless --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part III --[release_year]--> 2013
Path (Raw):       Senseless --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part III --[release_year]--> 2013
Neg LogProb(↓):   0.129269
Path Entropy(↓):  0.479282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by michael storey in
Start Entity:     Michael Storey
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Michael Storey --[(INV) directed_by]--> Fear Island --[has_genre]--> Thriller
Path (Raw):       Michael Storey --[No Operation]--> Michael Storey --[(INV) directed_by]--> Fear Island --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed restoration
Start Entity:     Restoration
Gold Answer:      [['Stanley Tucci', 'Sally Field', 'Vincent Friell', 'Joe Mullaney', 'Meg Ryan', 'Michelle Monaghan', 'Mae Whitman', 'Michael Caine', 'George Clooney', 'Herbert Lom', 'Dick Powell', 'Michelle Pfeiffer', 'Cathy Moriarty', 'Rupert Everett', 'Christopher Plummer', 'Ned Beatty', 'Kiefer Sutherland', 'James Marsden', 'Shirley MacLaine', 'Alan Rickman', 'Matt Damon', 'Barbara Jefford', 'Derek Godfrey', 'Colin Firth', 'Ian Hunter', 'Alex D. Linz', 'Kevin Kline', 'Michael Keaton', 'Tom Courtenay', 'Helen Mirren']]
Predicted Ans:    Kevin Kline
Predicted Path:   Restoration --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> A Midsummer Night's Dream --[starred_actors]--> Kevin Kline
Path (Raw):       Restoration --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> A Midsummer Night's Dream --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.163137
Path Entropy(↓):  0.622023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed happiness is in the field
Start Entity:     Happiness Is in the Field
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Happiness Is in the Field --[directed_by]--> Étienne Chatiliez --[(INV) directed_by]--> Life Is a Long Quiet River --[has_genre]--> Comedy
Path (Raw):       Happiness Is in the Field --[directed_by]--> Étienne Chatiliez --[(INV) directed_by]--> Life Is a Long Quiet River --[has_genre]--> Comedy
Neg LogProb(↓):   0.001942
Path Entropy(↓):  0.015417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with greydon clark
Start Entity:     Greydon Clark
Gold Answer:      [['Robert Iscove']]
Predicted Ans:    Greydon Clark
Predicted Path:   Greydon Clark --[(INV) directed_by]--> Without Warning --[directed_by]--> Greydon Clark
Path (Raw):       Greydon Clark --[No Operation]--> Greydon Clark --[(INV) directed_by]--> Without Warning --[directed_by]--> Greydon Clark
Neg LogProb(↓):   0.346049
Path Entropy(↓):  0.604529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of very happy alexander also directed which movies
Start Entity:     Very Happy Alexander
Gold Answer:      [["My Father's Glory", 'The Tall Blond Man with One Black Shoe', "My Mother's Castle"]]
Predicted Ans:    The Tall Blond Man with One Black Shoe
Predicted Path:   Very Happy Alexander --[directed_by]--> Yves Robert --[(INV) directed_by]--> The Tall Blond Man with One Black Shoe
Path (Raw):       Very Happy Alexander --[directed_by]--> Yves Robert --[(INV) directed_by]--> The Tall Blond Man with One Black Shoe --[No Operation]--> The Tall Blond Man with One Black Shoe
Neg LogProb(↓):   0.303572
Path Entropy(↓):  0.681083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Howard deutch was the director on which movies
Start Entity:     Howard Deutch
Gold Answer:      [['The Whole Ten Yards', 'Article 99', "My Best Friend's Girl", 'Pretty in Pink', 'The Great Outdoors', 'Grumpier Old Men', 'Some Kind of Wonderful', 'The Replacements']]
Predicted Ans:    Some Kind of Wonderful
Predicted Path:   Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful
Path (Raw):       Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful
Neg LogProb(↓):   1.408264
Path Entropy(↓):  2.444868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the green years were in which genres
Start Entity:     The Green Years
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Green Years --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Path (Raw):       The Green Years --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Neg LogProb(↓):   0.114144
Path Entropy(↓):  0.412064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by james frecheville
Start Entity:     James Frecheville
Gold Answer:      [['David Michôd']]
Predicted Ans:    David Michôd
Predicted Path:   James Frecheville --[(INV) starred_actors]--> Animal Kingdom --[directed_by]--> David Michôd
Path (Raw):       James Frecheville --[No Operation]--> James Frecheville --[(INV) starred_actors]--> Animal Kingdom --[directed_by]--> David Michôd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the impostors were in which genres
Start Entity:     The Impostors
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Impostors --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[has_genre]--> Comedy
Path (Raw):       The Impostors --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[has_genre]--> Comedy
Neg LogProb(↓):   1.070174
Path Entropy(↓):  1.757883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of zebra lounge
Start Entity:     Zebra Lounge
Gold Answer:      [['The Stone Angel', 'Fifty Dead Men Walking', 'Liberty Stands Still']]
Predicted Ans:    Fifty Dead Men Walking
Predicted Path:   Zebra Lounge --[directed_by]--> Kari Skogland --[(INV) directed_by]--> Fifty Dead Men Walking
Path (Raw):       Zebra Lounge --[directed_by]--> Kari Skogland --[(INV) directed_by]--> Fifty Dead Men Walking --[No Operation]--> Fifty Dead Men Walking
Neg LogProb(↓):   0.232339
Path Entropy(↓):  0.732959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie dark horse were released in which years
Start Entity:     Dark Horse
Gold Answer:      [['1995', '1998', '2009', '2001', '2003', '2004']]
Predicted Ans:    2005
Predicted Path:   Dark Horse --[written_by]--> Todd Solondz --[(INV) written_by]--> Dark Horse --[release_year]--> 2005
Path (Raw):       Dark Horse --[written_by]--> Todd Solondz --[(INV) written_by]--> Dark Horse --[release_year]--> 2005
Neg LogProb(↓):   0.608658
Path Entropy(↓):  1.441014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by scott caan starred who
Start Entity:     Scott Caan
Gold Answer:      [['Giovanni Ribisi', 'Lynn Collins', 'Kevin Corrigan']]
Predicted Ans:    Scott Caan
Predicted Path:   Scott Caan --[(INV) written_by]--> The Dog Problem --[starred_actors]--> Scott Caan
Path (Raw):       Scott Caan --[No Operation]--> Scott Caan --[(INV) written_by]--> The Dog Problem --[starred_actors]--> Scott Caan
Neg LogProb(↓):   0.138533
Path Entropy(↓):  0.511457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by quentin crisp starred who
Start Entity:     Quentin Crisp
Gold Answer:      [['John Hurt']]
Predicted Ans:    John Hurt
Predicted Path:   Quentin Crisp --[(INV) written_by]--> The Naked Civil Servant --[starred_actors]--> John Hurt
Path (Raw):       Quentin Crisp --[No Operation]--> Quentin Crisp --[(INV) written_by]--> The Naked Civil Servant --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by daniel meersand
Start Entity:     Daniel Meersand
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Daniel Meersand --[(INV) written_by]--> The Pyramid --[release_year]--> 2014
Path (Raw):       Daniel Meersand --[No Operation]--> Daniel Meersand --[(INV) written_by]--> The Pyramid --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with kids
Start Entity:     Kids
Gold Answer:      [['Spring Breakers', 'Marfa Girl', 'Wassup Rockers', 'Trash Humpers', 'Ken Park', 'Mister Lonely', 'Gummo']]
Predicted Ans:    Kids
Predicted Path:   Kids --[written_by]--> Larry Clark --[(INV) written_by]--> Kids
Path (Raw):       Kids --[written_by]--> Larry Clark --[(INV) written_by]--> Kids --[No Operation]--> Kids
Neg LogProb(↓):   0.451351
Path Entropy(↓):  0.968410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of oceans
Start Entity:     Oceans
Gold Answer:      [['Jacques Perrin', 'Jacques Cluzaud']]
Predicted Ans:    Jacques Perrin
Predicted Path:   Oceans --[directed_by]--> Jacques Cluzaud --[(INV) directed_by]--> Oceans --[directed_by]--> Jacques Perrin
Path (Raw):       Oceans --[directed_by]--> Jacques Cluzaud --[(INV) directed_by]--> Oceans --[directed_by]--> Jacques Perrin
Neg LogProb(↓):   0.760736
Path Entropy(↓):  0.967058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote about elly
Start Entity:     About Elly
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   About Elly --[written_by]--> Asghar Farhadi --[(INV) written_by]--> The Past --[has_genre]--> Drama
Path (Raw):       About Elly --[written_by]--> Asghar Farhadi --[(INV) written_by]--> The Past --[has_genre]--> Drama
Neg LogProb(↓):   0.000168
Path Entropy(↓):  0.001645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by joe pantoliano
Start Entity:     joe pantoliano
Gold Answer:      [['The Matrix', 'Memento', 'Unknown']]
Predicted Ans:    Unknown
Predicted Path:   joe pantoliano --[(INV) has_tags]--> Unknown --[written_by]--> Didier Van Cauwelaert --[(INV) written_by]--> Unknown
Path (Raw):       joe pantoliano --[(INV) has_tags]--> Unknown --[written_by]--> Didier Van Cauwelaert --[(INV) written_by]--> Unknown
Neg LogProb(↓):   0.675481
Path Entropy(↓):  0.706024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did leigh mccormack star in
Start Entity:     Leigh McCormack
Gold Answer:      [['The Long Day Closes']]
Predicted Ans:    The Long Day Closes
Predicted Path:   Leigh McCormack --[(INV) starred_actors]--> The Long Day Closes --[starred_actors]--> Anthony Watson --[(INV) starred_actors]--> The Long Day Closes
Path (Raw):       Leigh McCormack --[(INV) starred_actors]--> The Long Day Closes --[starred_actors]--> Anthony Watson --[(INV) starred_actors]--> The Long Day Closes
Neg LogProb(↓):   0.281360
Path Entropy(↓):  0.731882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the addiction actors
Start Entity:     The Addiction
Gold Answer:      [['Italian', 'Japanese', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   The Addiction --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[in_language]--> Russian
Path (Raw):       The Addiction --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[in_language]--> Russian
Neg LogProb(↓):   0.658546
Path Entropy(↓):  0.704679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film mermaid
Start Entity:     Mermaid
Gold Answer:      [['Anna Melikyan']]
Predicted Ans:    Anna Melikyan
Predicted Path:   Mermaid --[written_by]--> Anna Melikyan --[(INV) written_by]--> Mermaid --[written_by]--> Anna Melikyan
Path (Raw):       Mermaid --[written_by]--> Anna Melikyan --[(INV) written_by]--> Mermaid --[written_by]--> Anna Melikyan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the farmer's daughter
Start Entity:     The Farmer's Daughter
Gold Answer:      [['Audrey Totter', 'Richard Basehart', 'Barry Sullivan', 'Cyd Charisse']]
Predicted Ans:    Richard Basehart
Predicted Path:   The Farmer's Daughter --[written_by]--> Allen Rivkin --[(INV) written_by]--> Tension --[starred_actors]--> Richard Basehart
Path (Raw):       The Farmer's Daughter --[written_by]--> Allen Rivkin --[(INV) written_by]--> Tension --[starred_actors]--> Richard Basehart
Neg LogProb(↓):   0.195127
Path Entropy(↓):  0.608891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was curtis harrington the director of
Start Entity:     Curtis Harrington
Gold Answer:      [['Queen of Blood', 'Night Tide', 'Games', 'Voyage to the Prehistoric Planet']]
Predicted Ans:    Night Tide
Predicted Path:   Curtis Harrington --[(INV) directed_by]--> Night Tide --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide
Path (Raw):       Curtis Harrington --[(INV) directed_by]--> Night Tide --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Night Tide
Neg LogProb(↓):   0.009916
Path Entropy(↓):  0.058995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by john huston in
Start Entity:     John Huston
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   John Huston --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       John Huston --[No Operation]--> John Huston --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.105069
Path Entropy(↓):  0.476135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie autumn in new york were in which genres
Start Entity:     Autumn in New York
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Autumn in New York --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Path (Raw):       Autumn in New York --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Neg LogProb(↓):   0.534981
Path Entropy(↓):  1.397378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in pressed
Start Entity:     Pressed
Gold Answer:      [['Mark Andrew Olsen', 'Jason Hewitt', 'Tommy Tenney', "John A. O'Connell", "Richard D'Ovidio", 'Eron Sheean', 'Perry Bhandal', 'Tony Giglio']]
Predicted Ans:    John A. O'Connell
Predicted Path:   Pressed --[starred_actors]--> Luke Goss --[(INV) starred_actors]--> Blood Out --[written_by]--> John A. O'Connell
Path (Raw):       Pressed --[starred_actors]--> Luke Goss --[(INV) starred_actors]--> Blood Out --[written_by]--> John A. O'Connell
Neg LogProb(↓):   0.164236
Path Entropy(↓):  0.615577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of marie and bruce
Start Entity:     Marie and Bruce
Gold Answer:      [['Mike Nichols', 'Miranda Richardson', 'Andre Gregory', 'Wallace Shawn', 'David de Keyser']]
Predicted Ans:    Wallace Shawn
Predicted Path:   Marie and Bruce --[written_by]--> Wallace Shawn --[(INV) written_by]--> My Dinner with Andre --[starred_actors]--> Wallace Shawn
Path (Raw):       Marie and Bruce --[written_by]--> Wallace Shawn --[(INV) written_by]--> My Dinner with Andre --[starred_actors]--> Wallace Shawn
Neg LogProb(↓):   0.000156
Path Entropy(↓):  0.001607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by on the line screenwriters
Start Entity:     On the Line
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   On the Line --[written_by]--> Eric Aronson --[(INV) written_by]--> On the Line --[has_genre]--> Comedy
Path (Raw):       On the Line --[written_by]--> Eric Aronson --[(INV) written_by]--> On the Line --[has_genre]--> Comedy
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in frankenstein must be destroyed
Start Entity:     Frankenstein Must Be Destroyed
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    War
Predicted Path:   Frankenstein Must Be Destroyed --[starred_actors]--> Simon Ward --[(INV) starred_actors]--> Aces High --[has_genre]--> War
Path (Raw):       Frankenstein Must Be Destroyed --[starred_actors]--> Simon Ward --[(INV) starred_actors]--> Aces High --[has_genre]--> War
Neg LogProb(↓):   1.040967
Path Entropy(↓):  0.683750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by vulgar
Start Entity:     vulgar
Gold Answer:      [['The Hangover']]
Predicted Ans:    The Hangover
Predicted Path:   vulgar --[(INV) has_tags]--> The Hangover --[has_tags]--> hangover --[(INV) has_tags]--> The Hangover
Path (Raw):       vulgar --[(INV) has_tags]--> The Hangover --[has_tags]--> hangover --[(INV) has_tags]--> The Hangover
Neg LogProb(↓):   0.000068
Path Entropy(↓):  0.000779
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by robert hamer
Start Entity:     Robert Hamer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Hamer --[(INV) written_by]--> Kind Hearts and Coronets --[has_genre]--> Comedy
Path (Raw):       Robert Hamer --[No Operation]--> Robert Hamer --[(INV) written_by]--> Kind Hearts and Coronets --[has_genre]--> Comedy
Neg LogProb(↓):   0.003784
Path Entropy(↓):  0.024842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by kinka usher fall under
Start Entity:     Kinka Usher
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kinka Usher --[(INV) directed_by]--> Mystery Men --[has_genre]--> Comedy
Path (Raw):       Kinka Usher --[No Operation]--> Kinka Usher --[(INV) directed_by]--> Mystery Men --[has_genre]--> Comedy
Neg LogProb(↓):   0.000935
Path Entropy(↓):  0.007453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of dark command
Start Entity:     Dark Command
Gold Answer:      [['Raoul Walsh']]
Predicted Ans:    Raoul Walsh
Predicted Path:   Dark Command --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[directed_by]--> Raoul Walsh
Path (Raw):       Dark Command --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[directed_by]--> Raoul Walsh
Neg LogProb(↓):   0.213792
Path Entropy(↓):  0.627584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of rock'n'roll high school
Start Entity:     Rock 'n' Roll High School
Gold Answer:      [['Allan Arkush']]
Predicted Ans:    Allan Arkush
Predicted Path:   Rock 'n' Roll High School --[directed_by]--> Allan Arkush --[(INV) directed_by]--> Heartbeeps --[directed_by]--> Allan Arkush
Path (Raw):       Rock 'n' Roll High School --[directed_by]--> Allan Arkush --[(INV) directed_by]--> Heartbeeps --[directed_by]--> Allan Arkush
Neg LogProb(↓):   0.739743
Path Entropy(↓):  1.056660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film grace of monaco
Start Entity:     Grace of Monaco
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Grace of Monaco --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[release_year]--> 2007
Path (Raw):       Grace of Monaco --[directed_by]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[release_year]--> 2007
Neg LogProb(↓):   0.050532
Path Entropy(↓):  0.196442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by jed harris
Start Entity:     Jed Harris
Gold Answer:      [['Nunnally Johnson', 'Richard Quine']]
Predicted Ans:    Nunnally Johnson
Predicted Path:   Jed Harris --[(INV) written_by]--> Night People --[directed_by]--> Nunnally Johnson
Path (Raw):       Jed Harris --[No Operation]--> Jed Harris --[(INV) written_by]--> Night People --[directed_by]--> Nunnally Johnson
Neg LogProb(↓):   0.464018
Path Entropy(↓):  0.659624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by maria perschy
Start Entity:     Maria Perschy
Gold Answer:      [['Walter Grauman']]
Predicted Ans:    Walter Grauman
Predicted Path:   Maria Perschy --[(INV) starred_actors]--> 633 Squadron --[directed_by]--> Walter Grauman
Path (Raw):       Maria Perschy --[No Operation]--> Maria Perschy --[(INV) starred_actors]--> 633 Squadron --[directed_by]--> Walter Grauman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the kid stays in the picture
Start Entity:     The Kid Stays in the Picture
Gold Answer:      [['Biography']]
Predicted Ans:    Biography
Predicted Path:   The Kid Stays in the Picture --[has_genre]--> Biography --[(INV) has_genre]--> The Babe Ruth Story --[has_genre]--> Biography
Path (Raw):       The Kid Stays in the Picture --[has_genre]--> Biography --[(INV) has_genre]--> The Babe Ruth Story --[has_genre]--> Biography
Neg LogProb(↓):   0.123017
Path Entropy(↓):  0.409682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film year of the dragon were in which languages
Start Entity:     Year of the Dragon
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Year of the Dragon --[directed_by]--> Michael Cimino --[(INV) directed_by]--> The Deer Hunter --[in_language]--> Russian
Path (Raw):       Year of the Dragon --[directed_by]--> Michael Cimino --[(INV) directed_by]--> The Deer Hunter --[in_language]--> Russian
Neg LogProb(↓):   0.009106
Path Entropy(↓):  0.054564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie querelle
Start Entity:     Querelle
Gold Answer:      [['1976', '1970', '2000', '1975', '1971', '1972', '1991', '1982', '1973', '1961', '1979', '1981', '1969', '1974']]
Predicted Ans:    1981
Predicted Path:   Querelle --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lili Marleen --[release_year]--> 1981
Path (Raw):       Querelle --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lili Marleen --[release_year]--> 1981
Neg LogProb(↓):   1.613099
Path Entropy(↓):  2.239733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by louis c. k.
Start Entity:     Louis C.K.
Gold Answer:      [['Matthew Robinson', 'Ricky Gervais']]
Predicted Ans:    Louis C.K.
Predicted Path:   Louis C.K. --[(INV) directed_by]--> Pootie Tang --[directed_by]--> Louis C.K.
Path (Raw):       Louis C.K. --[No Operation]--> Louis C.K. --[(INV) directed_by]--> Pootie Tang --[directed_by]--> Louis C.K.
Neg LogProb(↓):   0.659473
Path Entropy(↓):  0.924265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote mr. bean's holiday
Start Entity:     Mr. Bean's Holiday
Gold Answer:      [['Rowan Atkinson']]
Predicted Ans:    Rowan Atkinson
Predicted Path:   Mr. Bean's Holiday --[written_by]--> Rowan Atkinson --[(INV) written_by]--> Bean --[starred_actors]--> Rowan Atkinson
Path (Raw):       Mr. Bean's Holiday --[written_by]--> Rowan Atkinson --[(INV) written_by]--> Bean --[starred_actors]--> Rowan Atkinson
Neg LogProb(↓):   0.000259
Path Entropy(↓):  0.002564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by barry sullivan released
Start Entity:     Barry Sullivan
Gold Answer:      [['1963', '1949', '1957', '1950', '1960', '1951', '1965', '1953', '1955']]
Predicted Ans:    1950
Predicted Path:   Barry Sullivan --[(INV) starred_actors]--> Nancy Goes to Rio --[release_year]--> 1950
Path (Raw):       Barry Sullivan --[No Operation]--> Barry Sullivan --[(INV) starred_actors]--> Nancy Goes to Rio --[release_year]--> 1950
Neg LogProb(↓):   0.471556
Path Entropy(↓):  1.121230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of joe and max
Start Entity:     Joe and Max
Gold Answer:      [['Prefontaine', 'The Interrupters', 'Hoop Dreams']]
Predicted Ans:    The Interrupters
Predicted Path:   Joe and Max --[directed_by]--> Steve James --[(INV) directed_by]--> The Interrupters
Path (Raw):       Joe and Max --[No Operation]--> Joe and Max --[directed_by]--> Steve James --[(INV) directed_by]--> The Interrupters
Neg LogProb(↓):   0.061266
Path Entropy(↓):  0.267472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for breakfast with scot
Start Entity:     Breakfast with Scot
Gold Answer:      [['Michael Downing', 'Sean Reycraft']]
Predicted Ans:    Michael Downing
Predicted Path:   Breakfast with Scot --[written_by]--> Michael Downing --[(INV) written_by]--> Breakfast with Scot --[written_by]--> Michael Downing
Path (Raw):       Breakfast with Scot --[written_by]--> Michael Downing --[(INV) written_by]--> Breakfast with Scot --[written_by]--> Michael Downing
Neg LogProb(↓):   0.048056
Path Entropy(↓):  0.223926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of another earth
Start Entity:     Another Earth
Gold Answer:      [['Michael Douglas', 'Evan Rachel Wood']]
Predicted Ans:    Brit Marling
Predicted Path:   Another Earth --[directed_by]--> Mike Cahill --[(INV) directed_by]--> Another Earth --[starred_actors]--> Brit Marling
Path (Raw):       Another Earth --[directed_by]--> Mike Cahill --[(INV) directed_by]--> Another Earth --[starred_actors]--> Brit Marling
Neg LogProb(↓):   0.239583
Path Entropy(↓):  0.719784
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in a better place
Start Entity:     A Better Place
Gold Answer:      [['Catherine DiNapoli', 'Larry Gelbart', 'Jonathan Parker']]
Predicted Ans:    Larry Gelbart
Predicted Path:   A Better Place --[starred_actors]--> Eion Bailey --[(INV) starred_actors]--> And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart
Path (Raw):       A Better Place --[starred_actors]--> Eion Bailey --[(INV) starred_actors]--> And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.014954
Path Entropy(↓):  0.085301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of blind husbands also wrote which movies
Start Entity:     Blind Husbands
Gold Answer:      [['Foolish Wives', 'Greed']]
Predicted Ans:    Greed
Predicted Path:   Blind Husbands --[written_by]--> Erich von Stroheim --[(INV) written_by]--> Greed
Path (Raw):       Blind Husbands --[written_by]--> Erich von Stroheim --[(INV) written_by]--> Greed --[No Operation]--> Greed
Neg LogProb(↓):   0.003629
Path Entropy(↓):  0.026376
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of fred allen acted films
Start Entity:     Fred Allen
Gold Answer:      [['Gina Kaus', 'Jay Dratler']]
Predicted Ans:    Jay Dratler
Predicted Path:   Fred Allen --[(INV) starred_actors]--> We're Not Married! --[written_by]--> Jay Dratler
Path (Raw):       Fred Allen --[No Operation]--> Fred Allen --[(INV) starred_actors]--> We're Not Married! --[written_by]--> Jay Dratler
Neg LogProb(↓):   0.005645
Path Entropy(↓):  0.034771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film i am a fugitive from a chain gang
Start Entity:     I Am a Fugitive from a Chain Gang
Gold Answer:      [['1983', '1946', '1959', '1942', '1936', '1952', '1932', '1945', '1935', '1937']]
Predicted Ans:    1937
Predicted Path:   I Am a Fugitive from a Chain Gang --[starred_actors]--> Paul Muni --[(INV) starred_actors]--> The Good Earth --[release_year]--> 1937
Path (Raw):       I Am a Fugitive from a Chain Gang --[starred_actors]--> Paul Muni --[(INV) starred_actors]--> The Good Earth --[release_year]--> 1937
Neg LogProb(↓):   0.837650
Path Entropy(↓):  1.538880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote summer hours
Start Entity:     Summer Hours
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Summer Hours --[written_by]--> Olivier Assayas --[(INV) written_by]--> Something in the Air --[has_genre]--> Drama
Path (Raw):       Summer Hours --[written_by]--> Olivier Assayas --[(INV) written_by]--> Something in the Air --[has_genre]--> Drama
Neg LogProb(↓):   0.886596
Path Entropy(↓):  1.209706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by mykelti williamson
Start Entity:     Mykelti Williamson
Gold Answer:      [['Robert Resnikoff', 'Kiefer Sutherland']]
Predicted Ans:    Robert Resnikoff
Predicted Path:   Mykelti Williamson --[(INV) starred_actors]--> The First Power --[directed_by]--> Robert Resnikoff
Path (Raw):       Mykelti Williamson --[No Operation]--> Mykelti Williamson --[(INV) starred_actors]--> The First Power --[directed_by]--> Robert Resnikoff
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dutchman are directed by who
Start Entity:     Dutchman
Gold Answer:      [['Sidney Lumet', 'Francis Ford Coppola', 'Gary Lundgren', 'Crane Wilbur', 'Richard Brooks', 'Walter Doniger', 'Harold Ramis']]
Predicted Ans:    Richard Brooks
Predicted Path:   Dutchman --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Sweet Bird of Youth --[directed_by]--> Richard Brooks
Path (Raw):       Dutchman --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Sweet Bird of Youth --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.200756
Path Entropy(↓):  0.476821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by billy crystal fall under
Start Entity:     Billy Crystal
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Billy Crystal --[(INV) directed_by]--> Forget Paris --[has_genre]--> Comedy
Path (Raw):       Billy Crystal --[No Operation]--> Billy Crystal --[(INV) directed_by]--> Forget Paris --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was carlo verdone the director of
Start Entity:     Carlo Verdone
Gold Answer:      [['Acqua e sapone', "Maledetto il giorno che t'ho incontrato", 'Fun Is Beautiful', 'Bianco, rosso e Verdone', 'I due carabinieri', 'Compagni di scuola', 'Love Is Eternal While It Lasts']]
Predicted Ans:    Fun Is Beautiful
Predicted Path:   Carlo Verdone --[(INV) directed_by]--> Fun Is Beautiful --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> Fun Is Beautiful
Path (Raw):       Carlo Verdone --[(INV) directed_by]--> Fun Is Beautiful --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> Fun Is Beautiful
Neg LogProb(↓):   1.292995
Path Entropy(↓):  2.731744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of on guard
Start Entity:     On Guard
Gold Answer:      [['Françoise Dorléac']]
Predicted Ans:    Daniel Auteuil
Predicted Path:   On Guard --[directed_by]--> Philippe de Broca --[(INV) directed_by]--> On Guard --[starred_actors]--> Daniel Auteuil
Path (Raw):       On Guard --[directed_by]--> Philippe de Broca --[(INV) directed_by]--> On Guard --[starred_actors]--> Daniel Auteuil
Neg LogProb(↓):   0.682701
Path Entropy(↓):  0.987735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie the prodigal
Start Entity:     The Prodigal
Gold Answer:      [['Dashiell Hammett', 'Talbot Jennings', 'John Van Druten', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Jo Swerling', 'William H. Macy', 'George Wells', 'Gladys Lehman', 'Harry Brown', 'Wells Root', 'Jan Lustig', 'William Ludwig', 'Nedrick Young', 'Donald Ogden Stewart', 'Ben Ames Williams', 'Thomas Malory', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'Guy Trosper', 'Ferenc Molnár', 'John Gay', 'Noel Langley', 'James R. Webb', 'John L. Balderston', 'Richard Connell', 'Emlyn Williams', 'Helen MacInnes']]
Predicted Ans:    Ben Ames Williams
Predicted Path:   The Prodigal --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Path (Raw):       The Prodigal --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Neg LogProb(↓):   0.777982
Path Entropy(↓):  2.071342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does ben mendelsohn appear in
Start Entity:     Ben Mendelsohn
Gold Answer:      [['Mississippi Grind', 'The Year My Voice Broke', 'Amy', 'Idiot Box', 'Beautiful Kate']]
Predicted Ans:    The Year My Voice Broke
Predicted Path:   Ben Mendelsohn --[(INV) starred_actors]--> The Year My Voice Broke --[starred_actors]--> Ben Mendelsohn --[(INV) starred_actors]--> The Year My Voice Broke
Path (Raw):       Ben Mendelsohn --[(INV) starred_actors]--> The Year My Voice Broke --[starred_actors]--> Ben Mendelsohn --[(INV) starred_actors]--> The Year My Voice Broke
Neg LogProb(↓):   0.735414
Path Entropy(↓):  1.042912
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the return
Start Entity:     The Return
Gold Answer:      [['Judith Roberts', 'Lois Duncan', 'James Toback', 'James Gunn', 'Kevin Munroe', 'Neil LaBute', 'Kevin Williamson', 'Paulo Coelho', 'Peter Laird', 'Choderlos de Laclos', 'Takashi Shimizu', 'Stephen Susco']]
Predicted Ans:    Neil LaBute
Predicted Path:   The Return --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Path (Raw):       The Return --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Neg LogProb(↓):   0.066385
Path Entropy(↓):  0.298461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by judi meredith were released in which years
Start Entity:     Judi Meredith
Gold Answer:      [['1966', '1964']]
Predicted Ans:    1966
Predicted Path:   Judi Meredith --[(INV) starred_actors]--> Queen of Blood --[release_year]--> 1966
Path (Raw):       Judi Meredith --[No Operation]--> Judi Meredith --[(INV) starred_actors]--> Queen of Blood --[release_year]--> 1966
Neg LogProb(↓):   0.149073
Path Entropy(↓):  0.402221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of the mission
Start Entity:     The Mission
Gold Answer:      [['Kelly Lin', 'Shabana Azmi', 'Louis Koo', 'Francis Ng', 'Cherrie Ying', 'Patrick Swayze', 'Sammi Cheng', 'Andy Lau', 'Wes Bentley', 'Matthew Broderick', 'Patricia Arquette', 'Henry B. Walthall', 'Gérard Depardieu', 'Andy On', 'Demi Moore', 'Uma Thurman', 'Sam Waterston', 'Elisha Cuthbert', 'John Malkovich', 'Charlie Cox', 'Haing S. Ngor', 'Gary Oldman', 'Dermot Mulroney', 'Robert Duvall', 'Daniel Wu', 'Michael Dorman', 'Nick Cheung', 'Kelly Chen', 'Richie Jen', 'Melissa George', 'Sylvie Testud', 'Johnny Hallyday', 'Ellen DeGeneres', 'Lou Castel', 'Aaron Kwok', 'Hans Christian Blech', 'Senta Berger', 'Dougray Scott', 'Simon Yam', 'Ruby Wong', 'Rodrigo Santoro', 'Reese Witherspoon', 'Tim Roth', 'Julian Sands', 'Om Puri']]
Predicted Ans:    Andy Lau
Predicted Path:   The Mission --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[starred_actors]--> Andy Lau
Path (Raw):       The Mission --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[starred_actors]--> Andy Lau
Neg LogProb(↓):   0.317634
Path Entropy(↓):  1.034289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of dear jesse
Start Entity:     Dear Jesse
Gold Answer:      [['Tim Kirkman']]
Predicted Ans:    Tim Kirkman
Predicted Path:   Dear Jesse --[written_by]--> Tim Kirkman --[(INV) written_by]--> Dear Jesse --[directed_by]--> Tim Kirkman
Path (Raw):       Dear Jesse --[written_by]--> Tim Kirkman --[(INV) written_by]--> Dear Jesse --[directed_by]--> Tim Kirkman
Neg LogProb(↓):   0.002264
Path Entropy(↓):  0.016258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with michael fengler
Start Entity:     Michael Fengler
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Michael Fengler --[(INV) written_by]--> Why Does Herr R. Run Amok? --[written_by]--> Rainer Werner Fassbinder
Path (Raw):       Michael Fengler --[No Operation]--> Michael Fengler --[(INV) written_by]--> Why Does Herr R. Run Amok? --[written_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.009649
Path Entropy(↓):  0.054204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by the stone angel screenwriters
Start Entity:     The Stone Angel
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Stone Angel --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking --[in_language]--> English
Path (Raw):       The Stone Angel --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking --[in_language]--> English
Neg LogProb(↓):   0.005656
Path Entropy(↓):  0.035970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the boy friend actors
Start Entity:     The Boy Friend
Gold Answer:      [['Dylan Thomas']]
Predicted Ans:    Dylan Thomas
Predicted Path:   The Boy Friend --[starred_actors]--> Twiggy --[(INV) starred_actors]--> The Doctor and the Devils --[written_by]--> Dylan Thomas
Path (Raw):       The Boy Friend --[starred_actors]--> Twiggy --[(INV) starred_actors]--> The Doctor and the Devils --[written_by]--> Dylan Thomas
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by charlee danielson in
Start Entity:     Charlee Danielson
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Charlee Danielson --[(INV) starred_actors]--> Bad Biology --[has_genre]--> Horror
Path (Raw):       Charlee Danielson --[No Operation]--> Charlee Danielson --[(INV) starred_actors]--> Bad Biology --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is man bites dog in
Start Entity:     Man Bites Dog
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Man Bites Dog --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Man Bites Dog --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.904387
Path Entropy(↓):  3.073477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Wes anderson was the director on which movies
Start Entity:     Wes Anderson
Gold Answer:      [['Rushmore', 'Fantastic Mr. Fox', 'Bottle Rocket', 'The Royal Tenenbaums', 'The Life Aquatic with Steve Zissou', 'Hotel Chevalier', 'Moonrise Kingdom', 'The Darjeeling Limited', 'The Grand Budapest Hotel']]
Predicted Ans:    The Darjeeling Limited
Predicted Path:   Wes Anderson --[(INV) directed_by]--> Hotel Chevalier --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Darjeeling Limited
Path (Raw):       Wes Anderson --[(INV) directed_by]--> Hotel Chevalier --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Darjeeling Limited
Neg LogProb(↓):   1.509936
Path Entropy(↓):  3.007510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by sarah peirse
Start Entity:     Sarah Peirse
Gold Answer:      [['Peter Jackson', 'Fran Walsh']]
Predicted Ans:    Peter Jackson
Predicted Path:   Sarah Peirse --[(INV) starred_actors]--> Heavenly Creatures --[written_by]--> Peter Jackson
Path (Raw):       Sarah Peirse --[No Operation]--> Sarah Peirse --[(INV) starred_actors]--> Heavenly Creatures --[written_by]--> Peter Jackson
Neg LogProb(↓):   0.000413
Path Entropy(↓):  0.003814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie the egyptian
Start Entity:     The Egyptian
Gold Answer:      [['Mika Waltari', 'Casey Robinson', 'Philip Dunne']]
Predicted Ans:    Philip Dunne
Predicted Path:   The Egyptian --[written_by]--> Mika Waltari --[(INV) written_by]--> The Egyptian --[written_by]--> Philip Dunne
Path (Raw):       The Egyptian --[written_by]--> Mika Waltari --[(INV) written_by]--> The Egyptian --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.664559
Path Entropy(↓):  0.906976
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the topaze director release
Start Entity:     Topaze
Gold Answer:      [['2011', '1936', '1940', '1938']]
Predicted Ans:    1940
Predicted Path:   Topaze --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Path (Raw):       Topaze --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Neg LogProb(↓):   0.466215
Path Entropy(↓):  1.225853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by raymond foxall in
Start Entity:     Raymond Foxall
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Raymond Foxall --[(INV) written_by]--> Two Men Went to War --[has_genre]--> War
Path (Raw):       Raymond Foxall --[No Operation]--> Raymond Foxall --[(INV) written_by]--> Two Men Went to War --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of lakeboat
Start Entity:     Lakeboat
Gold Answer:      [['Steve Martin', 'Jean Reno', 'Chiwetel Ejiofor', 'Dustin Hoffman', 'Lana Turner', 'Kevin Hart', 'Jessica Lange', 'Jack Nicholson', 'Robert De Niro', 'Joan Lorring', 'Delroy Lindo', 'Jack Lemmon', 'William H. Macy', 'Hume Cronyn', 'Joe Mantegna', 'Basil Radford', 'Jeffrey Tambor', 'Jack Warden', 'Sam Rockwell', 'Gemma Jones', 'Nigel Hawthorne', 'Rebecca Pidgeon', 'Robert Donat', 'Cedric Hardwicke', 'Don Ameche', 'Campbell Scott', 'Stellan Skarsgård', 'Debra Eisenstadt', 'Natascha McElhone', 'Paul Newman', 'Val Kilmer', 'Danny DeVito', 'Kevin Costner', 'Regina Hall', 'Sydney Greenstreet', 'Gene Hackman', 'Derek Luke', 'Cecil Kellaway', 'John Garfield', 'Anne Heche', 'Tia Texada', 'Joy Bryant', 'Sean Connery', 'Charlotte Rampling', 'Dennis Franz', 'Sean Nelson', 'Denis Leary', 'Ben Gazzara', 'Armand Assante', 'Margaret Leighton', 'Lindsay Crouse', 'Alice Braga', 'Al Pacino', 'Michael Ealy', 'Peter Lorre', 'George Coulouris', 'James Mason', 'Helen Mirren']]
Predicted Ans:    William H. Macy
Predicted Path:   Lakeboat --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[starred_actors]--> William H. Macy
Path (Raw):       Lakeboat --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.210122
Path Entropy(↓):  0.722976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by richard gale fall under
Start Entity:     Richard Gale
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Richard Gale --[(INV) written_by]--> The Horribly Slow Murderer with the Extremely Inefficient Weapon --[has_genre]--> Short
Path (Raw):       Richard Gale --[No Operation]--> Richard Gale --[(INV) written_by]--> The Horribly Slow Murderer with the Extremely Inefficient Weapon --[has_genre]--> Short
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by hitoshi matsumoto in
Start Entity:     Hitoshi Matsumoto
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hitoshi Matsumoto --[(INV) starred_actors]--> Big Man Japan --[in_language]--> Japanese
Path (Raw):       Hitoshi Matsumoto --[No Operation]--> Hitoshi Matsumoto --[(INV) starred_actors]--> Big Man Japan --[in_language]--> Japanese
Neg LogProb(↓):   0.462611
Path Entropy(↓):  0.707655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with devil's knot fall under
Start Entity:     Devil's Knot
Gold Answer:      [['Horror']]
Predicted Ans:    Drama
Predicted Path:   Devil's Knot --[written_by]--> Paul Harris Boardman --[(INV) written_by]--> Devil's Knot --[has_genre]--> Drama
Path (Raw):       Devil's Knot --[written_by]--> Paul Harris Boardman --[(INV) written_by]--> Devil's Knot --[has_genre]--> Drama
Neg LogProb(↓):   0.067568
Path Entropy(↓):  0.244588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of overnight delivery also starred in which movies
Start Entity:     Overnight Delivery
Gold Answer:      [['Water for Elephants', 'Rendition', 'Pleasantville', 'Wild', 'All Is Bright', 'This Is 40', 'Prince Avalanche', 'Monsters vs. Aliens', 'Election', 'Four Christmases', 'A Far Off Place', 'Wanderlust', 'The Man in the Moon', 'I Could Never Be Your Woman', 'Clueless', 'Two Days', 'S.F.W.', 'Fear', 'Over Her Dead Body', "Devil's Knot", 'Walk the Line', 'Twilight', 'Dinner for Schmucks', 'Mud', 'Legally Blonde', 'Role Models', 'I Love You, Man', 'Our Idiot Brother', 'This Means War', 'The Object of My Affection', 'The Shape of Things', 'Knocked Up', 'How Do You Know', 'Cruel Intentions', 'Sweet Home Alabama', 'Freeway', 'The Good Lie']]
Predicted Ans:    Election
Predicted Path:   Overnight Delivery --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election
Path (Raw):       Overnight Delivery --[starred_actors]--> Reese Witherspoon --[No Operation]--> Reese Witherspoon --[(INV) starred_actors]--> Election
Neg LogProb(↓):   0.241810
Path Entropy(↓):  0.902970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in kansas
Start Entity:     Kansas
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Kansas --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Employee of the Month --[has_genre]--> Comedy
Path (Raw):       Kansas --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Employee of the Month --[has_genre]--> Comedy
Neg LogProb(↓):   0.931291
Path Entropy(↓):  1.549303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by kyle clare
Start Entity:     Kyle Clare
Gold Answer:      [['David Oliveras']]
Predicted Ans:    David Oliveras
Predicted Path:   Kyle Clare --[(INV) starred_actors]--> Watercolors --[written_by]--> David Oliveras
Path (Raw):       Kyle Clare --[No Operation]--> Kyle Clare --[(INV) starred_actors]--> Watercolors --[written_by]--> David Oliveras
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of giorgia moll acted films
Start Entity:     Giorgia Moll
Gold Answer:      [['Graham Greene', 'Joseph L. Mankiewicz']]
Predicted Ans:    Graham Greene
Predicted Path:   Giorgia Moll --[(INV) starred_actors]--> The Quiet American --[written_by]--> Graham Greene
Path (Raw):       Giorgia Moll --[No Operation]--> Giorgia Moll --[(INV) starred_actors]--> The Quiet American --[written_by]--> Graham Greene
Neg LogProb(↓):   0.925682
Path Entropy(↓):  1.060346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by ali abbas zafar
Start Entity:     Ali Abbas Zafar
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Ali Abbas Zafar --[(INV) directed_by]--> Gunday --[release_year]--> 2014
Path (Raw):       Ali Abbas Zafar --[No Operation]--> Ali Abbas Zafar --[(INV) directed_by]--> Gunday --[release_year]--> 2014
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the voices
Start Entity:     The Voices
Gold Answer:      [['Vincent Paronnaud', 'Marjane Satrapi']]
Predicted Ans:    Marjane Satrapi
Predicted Path:   The Voices --[directed_by]--> Marjane Satrapi --[(INV) directed_by]--> Chicken with Plums --[written_by]--> Marjane Satrapi
Path (Raw):       The Voices --[directed_by]--> Marjane Satrapi --[(INV) directed_by]--> Chicken with Plums --[written_by]--> Marjane Satrapi
Neg LogProb(↓):   0.124294
Path Entropy(↓):  0.447388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the wackiest ship in the army are written by who
Start Entity:     The Wackiest Ship in the Army
Gold Answer:      [['Murray Schisgal', 'Garson Kanin', 'Bill C. Davis', 'Jack Finney', 'Larry Gelbart', 'Robert Nelson Jacobs', 'William Wharton', 'Alexandre Breffort', 'Evan Jones', 'Kenneth Cook', 'Raymond Carver', 'Frank Barhydt', 'Gilles Mimouni', 'Ruth McKenney', 'Neil Simon', 'Richard Quine', 'Blake Edwards', 'Jed Harris', 'Arthur Carter', 'Robert Altman', 'David Mamet', 'Billy Wilder', 'Charles Lederer', 'James Fritzell', 'Nedrick Young', 'Everett Greenbaum', 'Gary David Goldberg', 'I.A.L. Diamond', 'George Axelrod', 'Harold Jacob Smith', 'Jerome Lawrence', 'Norman Katkov', 'Arthur A. Ross', 'Max Wilk', 'Joshua Logan', 'Harvey Miller', 'Mike Gray', 'Francis Veber', 'Max Catto', 'Mark Steven Johnson', 'Thomas Rickman', 'Mitch Albom', 'Thomas Heggen', 'Leigh Brackett', 'Ben Hecht', 'Jules Furthman', 'Charles MacArthur', 'Bartlett Cormack', 'Frank Harris', 'David Swift', 'Jerome Chodorov', 'Steve Shagan', 'James Bridges']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Wackiest Ship in the Army --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[written_by]--> Billy Wilder
Path (Raw):       The Wackiest Ship in the Army --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.382455
Path Entropy(↓):  1.260149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Promises, when was it released
Start Entity:     Promises
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Promises --[release_year]--> 2001 --[(INV) release_year]--> The Sleepy Time Gal --[release_year]--> 2001
Path (Raw):       Promises --[release_year]--> 2001 --[(INV) release_year]--> The Sleepy Time Gal --[release_year]--> 2001
Neg LogProb(↓):   3.248076
Path Entropy(↓):  4.520988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the equus director
Start Entity:     Equus
Gold Answer:      [['Peter Milne', 'Waldo Salt', 'Israel Zangwill', 'Paddy Chayefsky', 'William F. Brown', 'Meade Roberts', 'Lawrence Sanders', 'Moura Budberg', 'David Mamet', 'Kelly Masterson', 'Sebastián Lelio', 'Anton Chekhov', 'John Hopkins', 'Herbert Sargent', 'Wallace Markfield', 'Ira Levin', 'Naomi Foner', 'Tom Fontana', 'John Cassavetes', 'Harvey Wheeler', 'Tennessee Williams', 'Joel Schumacher', 'Robert Daley', 'Agatha Christie', 'Eugene Burdick', 'David Himmelstein', 'Morton S. Fine', 'David Friedkin', 'Sidney Lumet', 'Frank Pierson', 'P.F. Kluge', 'Jay Presson Allen', 'Reginald Rose', 'Larry Cohen', 'Vincent Patrick', 'Barry Reed', 'L. Frank Baum', 'Richard Dooling', 'Mary McCarthy', 'Edward Lewis Wallant', 'Norman Wexler', 'Peter Maas']]
Predicted Ans:    John Cassavetes
Predicted Path:   Equus --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[written_by]--> John Cassavetes
Path (Raw):       Equus --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.731814
Path Entropy(↓):  0.930515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie little nikita were in which genres
Start Entity:     Little Nikita
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Little Nikita --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[has_genre]--> Drama
Path (Raw):       Little Nikita --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[has_genre]--> Drama
Neg LogProb(↓):   0.188556
Path Entropy(↓):  0.785640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in charles shaw written films
Start Entity:     Charles Shaw
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Charles Shaw --[(INV) written_by]--> Heaven Knows, Mr. Allison --[in_language]--> Japanese
Path (Raw):       Charles Shaw --[No Operation]--> Charles Shaw --[(INV) written_by]--> Heaven Knows, Mr. Allison --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film eight crazy nights are written by who
Start Entity:     Eight Crazy Nights
Gold Answer:      [['Paul Sado', 'George Wing', 'David Caspe', 'Ivan Menchell', 'Robert Smigel', 'Clare Sera', 'Steve Koren', "Mark O'Keefe", 'Judd Apatow', 'Steven Brill', 'Rich Wilkes', 'Tim Herlihy', 'James L. Brooks', 'Thomas McCarthy', 'Paul Thomas Anderson', 'Mike Binder', 'Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   Eight Crazy Nights --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Big Daddy --[written_by]--> Adam Sandler
Path (Raw):       Eight Crazy Nights --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Big Daddy --[written_by]--> Adam Sandler
Neg LogProb(↓):   0.416956
Path Entropy(↓):  0.903210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of petru dumitriu written films
Start Entity:     Petru Dumitriu
Gold Answer:      [['Lucian Pintilie']]
Predicted Ans:    Lucian Pintilie
Predicted Path:   Petru Dumitriu --[(INV) written_by]--> An Unforgettable Summer --[directed_by]--> Lucian Pintilie
Path (Raw):       Petru Dumitriu --[No Operation]--> Petru Dumitriu --[(INV) written_by]--> An Unforgettable Summer --[directed_by]--> Lucian Pintilie
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of men in black 3 starred who
Start Entity:     Men in Black 3
Gold Answer:      [['Anjelica Huston', 'Peter Falk', 'Will Smith', 'Tim Allen', 'John Travolta', 'Salma Hayek', 'Kenneth Branagh', 'Robin Williams', "Beverly D'Angelo", 'Gabrielle Anwar', 'Christopher Lloyd', 'Danny DeVito', 'Gene Hackman', 'Charles Durning', 'Alan Arkin', 'Kevin Kline', 'Michael J. Fox', 'Rene Russo', 'Joan Cusack', 'Tommy Lee Jones']]
Predicted Ans:    Tommy Lee Jones
Predicted Path:   Men in Black 3 --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black 3 --[starred_actors]--> Tommy Lee Jones
Path (Raw):       Men in Black 3 --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black 3 --[starred_actors]--> Tommy Lee Jones
Neg LogProb(↓):   0.555729
Path Entropy(↓):  1.480384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by patrick smith kelly
Start Entity:     Patrick Smith Kelly
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Patrick Smith Kelly --[(INV) written_by]--> Don't Say a Word --[has_genre]--> Thriller
Path (Raw):       Patrick Smith Kelly --[No Operation]--> Patrick Smith Kelly --[(INV) written_by]--> Don't Say a Word --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the game of their lives written by
Start Entity:     The Game of Their Lives
Gold Answer:      [['Geoffrey Douglas', 'Angelo Pizzo']]
Predicted Ans:    Angelo Pizzo
Predicted Path:   The Game of Their Lives --[written_by]--> Angelo Pizzo --[(INV) written_by]--> Rudy --[written_by]--> Angelo Pizzo
Path (Raw):       The Game of Their Lives --[written_by]--> Angelo Pizzo --[(INV) written_by]--> Rudy --[written_by]--> Angelo Pizzo
Neg LogProb(↓):   0.253528
Path Entropy(↓):  0.562157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film billy elliot were in which languages
Start Entity:     Billy Elliot
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Billy Elliot --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> The Reader --[in_language]--> German
Path (Raw):       Billy Elliot --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> The Reader --[in_language]--> German
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film white palace
Start Entity:     White Palace
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1977', '2007', '1998', '1939', '2009', '2004', '1982', '2014', '1994', '1956', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1975', '2005', '1991', '1987', '1937']]
Predicted Ans:    1988
Predicted Path:   White Palace --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[release_year]--> 1988
Path (Raw):       White Palace --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[release_year]--> 1988
Neg LogProb(↓):   1.509819
Path Entropy(↓):  2.873690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the red badge of courage
Start Entity:     The Red Badge of Courage
Gold Answer:      [['Western', 'Biography', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   The Red Badge of Courage --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> Arizona Raiders --[has_genre]--> Western
Path (Raw):       The Red Badge of Courage --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> Arizona Raiders --[has_genre]--> Western
Neg LogProb(↓):   0.920845
Path Entropy(↓):  1.635918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was gemma arterton an actor in
Start Entity:     Gemma Arterton
Gold Answer:      [['The Disappearance of Alice Creed', 'Runner Runner', 'Byzantium', 'The Voices', 'Tamara Drewe']]
Predicted Ans:    The Disappearance of Alice Creed
Predicted Path:   Gemma Arterton --[(INV) starred_actors]--> The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> The Disappearance of Alice Creed
Path (Raw):       Gemma Arterton --[(INV) starred_actors]--> The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> The Disappearance of Alice Creed
Neg LogProb(↓):   0.026791
Path Entropy(↓):  0.154017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the mark of zorro
Start Entity:     The Mark of Zorro
Gold Answer:      [["The Razor's Edge", 'Zero Hour!', 'Kind Lady', 'Pursuit to Algiers', 'Bathing Beauty', 'Sherlock Holmes and the Voice of Terror', 'The Court Jester', 'The Black Swan', 'Dressed to Kill', 'The Black Sleep', 'Johnny Apollo', 'Captain Blood', 'Crash Dive', 'The Black Rose', 'Sherlock Holmes and the Secret Weapon', 'A Letter to Three Wives', 'Blood and Sand', 'Prince of Foxes', 'The Dawn Patrol', "Casanova's Big Night", 'Fallen Angel', 'The Woman in Green', 'Forever Amber', 'The Bishop Murder Case', 'If I Were King', 'It Happened Tomorrow', 'Sherlock Holmes in Washington', 'My Darling Clementine', "Lloyd's of London", 'Confession', 'Sherlock Holmes Faces Death', 'Thin Ice', "Alexander's Ragtime Band", 'Witness for the Prosecution', 'The Garden of Allah', 'The Pearl of Death', 'Buffalo Bill', 'The Eddy Duchin Story', 'Unfaithfully Yours', 'No Way Out', "Frenchman's Creek", 'Crossroads', 'The Adventures of Robin Hood', 'This Above All', 'Love Is News', 'Suez', 'Captain from Castile', 'The Adventures of Sherlock Holmes', 'Jesse James', 'Second Honeymoon', 'The Hound of the Baskervilles', 'Queen of Blood', 'The Long Gray Line', 'Son of Frankenstein', 'Voyage to the Prehistoric Planet', 'The Sun Also Rises', 'Nightmare Alley', 'The Rains Came', 'Terror by Night', 'In Old Chicago']]
Predicted Ans:    The Dawn Patrol
Predicted Path:   The Mark of Zorro --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Path (Raw):       The Mark of Zorro --[starred_actors]--> Basil Rathbone --[No Operation]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Neg LogProb(↓):   0.704536
Path Entropy(↓):  1.547079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie last stop 174 about
Start Entity:     Last Stop 174
Gold Answer:      [['bruno barreto']]
Predicted Ans:    bruno barreto
Predicted Path:   Last Stop 174 --[has_tags]--> bruno barreto --[(INV) has_tags]--> View from the Top --[has_tags]--> bruno barreto
Path (Raw):       Last Stop 174 --[has_tags]--> bruno barreto --[(INV) has_tags]--> View from the Top --[has_tags]--> bruno barreto
Neg LogProb(↓):   0.080745
Path Entropy(↓):  0.327722
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the emerald forest directed by
Start Entity:     The Emerald Forest
Gold Answer:      [['John Boorman']]
Predicted Ans:    John Boorman
Predicted Path:   The Emerald Forest --[directed_by]--> John Boorman --[(INV) directed_by]--> The Emerald Forest --[directed_by]--> John Boorman
Path (Raw):       The Emerald Forest --[directed_by]--> John Boorman --[(INV) directed_by]--> The Emerald Forest --[directed_by]--> John Boorman
Neg LogProb(↓):   0.799746
Path Entropy(↓):  1.174422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by harvey f. thew
Start Entity:     Harvey F. Thew
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   Harvey F. Thew --[(INV) written_by]--> She Done Him Wrong --[release_year]--> 1933
Path (Raw):       Harvey F. Thew --[No Operation]--> Harvey F. Thew --[(INV) written_by]--> She Done Him Wrong --[release_year]--> 1933
Neg LogProb(↓):   0.001167
Path Entropy(↓):  0.009046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in control
Start Entity:     Control
Gold Answer:      [['Sam Riley', 'Alexandra Maria Lara', 'Samantha Morton', 'Joe Anderson']]
Predicted Ans:    Samantha Morton
Predicted Path:   Control --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Path (Raw):       Control --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.296888
Path Entropy(↓):  0.607369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie red lights in a few words
Start Entity:     Red Lights
Gold Answer:      [['french']]
Predicted Ans:    sigourney weaver
Predicted Path:   Red Lights --[has_tags]--> sigourney weaver --[(INV) has_tags]--> Red Lights --[has_tags]--> sigourney weaver
Path (Raw):       Red Lights --[has_tags]--> sigourney weaver --[(INV) has_tags]--> Red Lights --[has_tags]--> sigourney weaver
Neg LogProb(↓):   0.147410
Path Entropy(↓):  0.549183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the movie sphinx
Start Entity:     Sphinx
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Sphinx --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Path (Raw):       Sphinx --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Neg LogProb(↓):   1.954634
Path Entropy(↓):  3.558479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film lola versus were in which genres
Start Entity:     Lola Versus
Gold Answer:      [['Romance']]
Predicted Ans:    Comedy
Predicted Path:   Lola Versus --[directed_by]--> Daryl Wein --[(INV) directed_by]--> Lola Versus --[has_genre]--> Comedy
Path (Raw):       Lola Versus --[directed_by]--> Daryl Wein --[(INV) directed_by]--> Lola Versus --[has_genre]--> Comedy
Neg LogProb(↓):   0.635048
Path Entropy(↓):  0.693171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose actors also appear in hotel reserve
Start Entity:     Hotel Reserve
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Hotel Reserve --[starred_actors]--> James Mason --[(INV) starred_actors]--> Lolita --[in_language]--> English
Path (Raw):       Hotel Reserve --[starred_actors]--> James Mason --[(INV) starred_actors]--> Lolita --[in_language]--> English
Neg LogProb(↓):   0.969390
Path Entropy(↓):  1.510312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the grudge 3
Start Entity:     The Grudge 3
Gold Answer:      [["Kiki's Delivery Service", 'The Grudge 2', 'The Grudge', 'From Within']]
Predicted Ans:    The Grudge
Predicted Path:   The Grudge 3 --[written_by]--> Takashi Shimizu --[(INV) written_by]--> The Grudge
Path (Raw):       The Grudge 3 --[written_by]--> Takashi Shimizu --[(INV) written_by]--> The Grudge --[No Operation]--> The Grudge
Neg LogProb(↓):   0.018322
Path Entropy(↓):  0.100863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of wonder man starred who
Start Entity:     Wonder Man
Gold Answer:      [['Victor Sen Yung', 'Sidney Toler', 'John Payne', 'David Niven', 'George Raft', 'Cesar Romero', 'Jeanne Crain', 'Dana Andrews', 'Gary Cooper', 'Charles Laughton', "Maureen O'Hara", 'Randolph Scott', 'Eleanor Parker', 'Nancy Kelly']]
Predicted Ans:    Gary Cooper
Predicted Path:   Wonder Man --[directed_by]--> H. Bruce Humberstone --[(INV) directed_by]--> If I Had a Million --[starred_actors]--> Gary Cooper
Path (Raw):       Wonder Man --[directed_by]--> H. Bruce Humberstone --[(INV) directed_by]--> If I Had a Million --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.002934
Path Entropy(↓):  0.020685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by creature with the atom brain actors
Start Entity:     Creature with the Atom Brain
Gold Answer:      [['Jack Arnold', 'William Castle']]
Predicted Ans:    William Castle
Predicted Path:   Creature with the Atom Brain --[starred_actors]--> Richard Denning --[(INV) starred_actors]--> The Gun That Won the West --[directed_by]--> William Castle
Path (Raw):       Creature with the Atom Brain --[starred_actors]--> Richard Denning --[(INV) starred_actors]--> The Gun That Won the West --[directed_by]--> William Castle
Neg LogProb(↓):   0.036346
Path Entropy(↓):  0.171794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie warning from space
Start Entity:     Warning from Space
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   Warning from Space --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Path (Raw):       Warning from Space --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Neg LogProb(↓):   2.408810
Path Entropy(↓):  3.749453
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about shirley maclaine
Start Entity:     shirley maclaine
Gold Answer:      [["The Children's Hour", 'Irma la Douce', 'In Her Shoes', 'The Apartment', 'Terms of Endearment', 'Two for the Seesaw']]
Predicted Ans:    As Good as It Gets
Predicted Path:   shirley maclaine --[(INV) has_tags]--> Terms of Endearment --[has_tags]--> james l. brooks --[(INV) has_tags]--> As Good as It Gets
Path (Raw):       shirley maclaine --[(INV) has_tags]--> Terms of Endearment --[has_tags]--> james l. brooks --[(INV) has_tags]--> As Good as It Gets
Neg LogProb(↓):   0.926704
Path Entropy(↓):  1.868802
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film the mask of fu manchu
Start Entity:     The Mask of Fu Manchu
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   The Mask of Fu Manchu --[directed_by]--> Charles Brabin --[(INV) directed_by]--> The Beast of the City --[release_year]--> 1932
Path (Raw):       The Mask of Fu Manchu --[directed_by]--> Charles Brabin --[(INV) directed_by]--> The Beast of the City --[release_year]--> 1932
Neg LogProb(↓):   0.637379
Path Entropy(↓):  0.691514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie descent
Start Entity:     Descent
Gold Answer:      [['rosario dawson']]
Predicted Ans:    gabriele muccino
Predicted Path:   Descent --[has_tags]--> rosario dawson --[(INV) has_tags]--> Seven Pounds --[has_tags]--> gabriele muccino
Path (Raw):       Descent --[has_tags]--> rosario dawson --[(INV) has_tags]--> Seven Pounds --[has_tags]--> gabriele muccino
Neg LogProb(↓):   0.125080
Path Entropy(↓):  0.412826
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films written by zabou breitman
Start Entity:     Zabou Breitman
Gold Answer:      [['Léa Drucker', 'Charles Berling', 'Bernard Campan']]
Predicted Ans:    Charles Berling
Predicted Path:   Zabou Breitman --[(INV) written_by]--> The Man of My Life --[starred_actors]--> Charles Berling
Path (Raw):       Zabou Breitman --[No Operation]--> Zabou Breitman --[(INV) written_by]--> The Man of My Life --[starred_actors]--> Charles Berling
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was nevada smith released
Start Entity:     Nevada Smith
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Nevada Smith --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       Nevada Smith --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   1.318393
Path Entropy(↓):  2.876637
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the black hole
Start Entity:     The Black Hole
Gold Answer:      [['Robert Forster', 'Anthony Perkins', 'Maximilian Schell', 'Joseph Bottoms']]
Predicted Ans:    Joseph Bottoms
Predicted Path:   The Black Hole --[starred_actors]--> Joseph Bottoms --[(INV) starred_actors]--> The Black Hole --[starred_actors]--> Joseph Bottoms
Path (Raw):       The Black Hole --[starred_actors]--> Joseph Bottoms --[(INV) starred_actors]--> The Black Hole --[starred_actors]--> Joseph Bottoms
Neg LogProb(↓):   0.015898
Path Entropy(↓):  0.098200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in bitter victory
Start Entity:     Bitter Victory
Gold Answer:      [['Western', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Bitter Victory --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Path (Raw):       Bitter Victory --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Neg LogProb(↓):   1.019397
Path Entropy(↓):  1.534348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the big house
Start Entity:     The Big House
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Big House --[written_by]--> Frances Marion --[(INV) written_by]--> The Wind --[has_genre]--> Drama
Path (Raw):       The Big House --[written_by]--> Frances Marion --[(INV) written_by]--> The Wind --[has_genre]--> Drama
Neg LogProb(↓):   0.736183
Path Entropy(↓):  1.200412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of jane eyre
Start Entity:     Jane Eyre
Gold Answer:      [['Richard Attenborough', 'Oliver Reed', 'Peter Gallagher', 'Elizabeth Taylor', 'Olivia Hussey', 'Leonard Whiting', 'Glenn Close', 'Anthony Hopkins', 'Nicol Williamson', 'Alan Bates', 'Katia Ricciarelli', 'Justino Díaz', 'Sam Shepard', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'David Tennant', 'Leonard Nimoy', 'Plácido Domingo', 'Diane Venora', 'Patrick Stewart', 'Paul Scofield', 'Kyle MacLachlan', 'Marianne Faithfull', 'Richard Burton', 'Graham Faulkner', 'Judi Bowker', 'Leslie Howard', 'Vanessa Redgrave', 'Gemma Arterton', 'Mel Gibson', 'Norma Shearer', 'Judy Parfitt']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Jane Eyre --[written_by]--> Franco Zeffirelli --[(INV) written_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Jane Eyre --[written_by]--> Franco Zeffirelli --[(INV) written_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   1.044495
Path Entropy(↓):  2.312795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie big fish were in which genres
Start Entity:     Big Fish
Gold Answer:      [['Biography', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Big Fish --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Path (Raw):       Big Fish --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Neg LogProb(↓):   0.712159
Path Entropy(↓):  1.366952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by finlay currie were in which genres
Start Entity:     Finlay Currie
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Finlay Currie --[(INV) starred_actors]--> People Will Talk --[has_genre]--> Comedy
Path (Raw):       Finlay Currie --[No Operation]--> Finlay Currie --[(INV) starred_actors]--> People Will Talk --[has_genre]--> Comedy
Neg LogProb(↓):   0.417171
Path Entropy(↓):  0.641764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is it's all true
Start Entity:     It's All True
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   It's All True --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       It's All True --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.996203
Path Entropy(↓):  4.200246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by nathaniel kahn release
Start Entity:     Nathaniel Kahn
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Nathaniel Kahn --[(INV) written_by]--> My Architect --[release_year]--> 2003
Path (Raw):       Nathaniel Kahn --[No Operation]--> Nathaniel Kahn --[(INV) written_by]--> My Architect --[release_year]--> 2003
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of looker
Start Entity:     Looker
Gold Answer:      [['Runaway', 'Physical Evidence', 'The 13th Warrior', 'Coma', 'Westworld']]
Predicted Ans:    The 13th Warrior
Predicted Path:   Looker --[directed_by]--> Michael Crichton --[(INV) directed_by]--> The 13th Warrior
Path (Raw):       Looker --[No Operation]--> Looker --[directed_by]--> Michael Crichton --[(INV) directed_by]--> The 13th Warrior
Neg LogProb(↓):   0.781801
Path Entropy(↓):  1.378366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with david and bathsheba fall under
Start Entity:     David and Bathsheba
Gold Answer:      [['Family', 'Western', 'Biography', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    War
Predicted Path:   David and Bathsheba --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Path (Raw):       David and Bathsheba --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Neg LogProb(↓):   0.699555
Path Entropy(↓):  1.603944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is revenge
Start Entity:     Revenge
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Revenge --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Revenge --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.051070
Path Entropy(↓):  4.395570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of georgia rule was
Start Entity:     Georgia Rule
Gold Answer:      [['Garry Marshall']]
Predicted Ans:    Garry Marshall
Predicted Path:   Georgia Rule --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[directed_by]--> Garry Marshall
Path (Raw):       Georgia Rule --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[directed_by]--> Garry Marshall
Neg LogProb(↓):   0.522903
Path Entropy(↓):  1.218457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie akira released
Start Entity:     Akira
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Akira --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Akira --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   3.280168
Path Entropy(↓):  4.637285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote sleepy hollow
Start Entity:     Sleepy Hollow
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Sleepy Hollow --[written_by]--> Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow --[has_genre]--> Horror
Path (Raw):       Sleepy Hollow --[written_by]--> Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow --[has_genre]--> Horror
Neg LogProb(↓):   0.347320
Path Entropy(↓):  0.901133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does adrienne ames appear in
Start Entity:     Adrienne Ames
Gold Answer:      [['The Death Kiss']]
Predicted Ans:    The Death Kiss
Predicted Path:   Adrienne Ames --[(INV) starred_actors]--> The Death Kiss --[starred_actors]--> David Manners --[(INV) starred_actors]--> The Death Kiss
Path (Raw):       Adrienne Ames --[(INV) starred_actors]--> The Death Kiss --[starred_actors]--> David Manners --[(INV) starred_actors]--> The Death Kiss
Neg LogProb(↓):   0.000545
Path Entropy(↓):  0.004644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote tere naam
Start Entity:     Tere Naam
Gold Answer:      [['Bala']]
Predicted Ans:    Satish Kaushik
Predicted Path:   Tere Naam --[written_by]--> Bala --[(INV) written_by]--> Tere Naam --[directed_by]--> Satish Kaushik
Path (Raw):       Tere Naam --[written_by]--> Bala --[(INV) written_by]--> Tere Naam --[directed_by]--> Satish Kaushik
Neg LogProb(↓):   0.011805
Path Entropy(↓):  0.064420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies written by andy mulligan fall under
Start Entity:     Andy Mulligan
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Andy Mulligan --[(INV) written_by]--> Trash --[has_genre]--> Adventure
Path (Raw):       Andy Mulligan --[No Operation]--> Andy Mulligan --[(INV) written_by]--> Trash --[has_genre]--> Adventure
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for judgment night
Start Entity:     Judgment Night
Gold Answer:      [['Stephen Hopkins']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Judgment Night --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[directed_by]--> Stephen Hopkins
Path (Raw):       Judgment Night --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.025389
Path Entropy(↓):  0.132728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in before the devil knows you're dead
Start Entity:     Before the Devil Knows You're Dead
Gold Answer:      [['1970', '1946', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1974', '1984', '2007', '1998', '2009', '1951', '2010', '2004', '1982', '1973', '2014', '1994', '1983', '1995', '1976', '1948', '1971', '2001', '1990', '1996', '2002', '1981', '2012', '2011', '2013', '2000', '1964', '1997', '1960', '2005', '1991', '1999', '1969']]
Predicted Ans:    2004
Predicted Path:   Before the Devil Knows You're Dead --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunset --[release_year]--> 2004
Path (Raw):       Before the Devil Knows You're Dead --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunset --[release_year]--> 2004
Neg LogProb(↓):   1.653432
Path Entropy(↓):  2.607481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Sergio martino was the director of which films
Start Entity:     Sergio Martino
Gold Answer:      [['Your Vice Is a Locked Room and Only I Have the Key', 'Torso', 'The Suspicious Death of a Minor', "The Case of the Scorpion's Tail", 'Gambling City', 'Casablanca Express', 'All the Colors of the Dark']]
Predicted Ans:    Your Vice Is a Locked Room and Only I Have the Key
Predicted Path:   Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key
Path (Raw):       Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key
Neg LogProb(↓):   0.473408
Path Entropy(↓):  1.530908
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie cimarron about
Start Entity:     Cimarron
Gold Answer:      [['bd-r', 'wesley ruggles']]
Predicted Ans:    wesley ruggles
Predicted Path:   Cimarron --[has_tags]--> wesley ruggles --[(INV) has_tags]--> True Confession --[has_tags]--> wesley ruggles
Path (Raw):       Cimarron --[has_tags]--> wesley ruggles --[(INV) has_tags]--> True Confession --[has_tags]--> wesley ruggles
Neg LogProb(↓):   1.095139
Path Entropy(↓):  1.343104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by a night to remember actors
Start Entity:     A Night to Remember
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   A Night to Remember --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[has_genre]--> Comedy
Path (Raw):       A Night to Remember --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[has_genre]--> Comedy
Neg LogProb(↓):   0.882349
Path Entropy(↓):  1.478831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote in search of the castaways
Start Entity:     In Search of the Castaways
Gold Answer:      [['German']]
Predicted Ans:    James Mason
Predicted Path:   In Search of the Castaways --[written_by]--> Jules Verne --[(INV) written_by]--> Journey to the Center of the Earth --[starred_actors]--> James Mason
Path (Raw):       In Search of the Castaways --[written_by]--> Jules Verne --[(INV) written_by]--> Journey to the Center of the Earth --[starred_actors]--> James Mason
Neg LogProb(↓):   1.071010
Path Entropy(↓):  1.436175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of maniac cop 2
Start Entity:     Maniac Cop 2
Gold Answer:      [['1976', '1988', '1966', '1972', '1990', '1987', '2008', '1993', '2004', '1982', '1973', '1996', '1985', '1981', '1974', '2007']]
Predicted Ans:    1976
Predicted Path:   Maniac Cop 2 --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[release_year]--> 1976
Path (Raw):       Maniac Cop 2 --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[release_year]--> 1976
Neg LogProb(↓):   1.277618
Path Entropy(↓):  2.086508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by machiko ono in
Start Entity:     Machiko Ono
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Machiko Ono --[(INV) starred_actors]--> The Mourning Forest --[in_language]--> Japanese
Path (Raw):       Machiko Ono --[No Operation]--> Machiko Ono --[(INV) starred_actors]--> The Mourning Forest --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of original gangstas
Start Entity:     Original Gangstas
Gold Answer:      [['The Big Doll House', 'Hell Up in Harlem', 'Vigilante', 'Black Caesar', 'Dark of the Sun', 'Ice Station Zebra', 'Bucktown', 'Above the Law', 'The Arena', 'Hit Man', '100 Rifles', 'The Dirty Dozen', 'The Inglorious Bastards', 'The Running Man', 'Coffy', 'Jackie Brown', 'The Big Bird Cage', 'Foxy Brown', 'Bones', 'The Slams']]
Predicted Ans:    Black Caesar
Predicted Path:   Original Gangstas --[starred_actors]--> Fred Williamson --[(INV) starred_actors]--> Black Caesar
Path (Raw):       Original Gangstas --[starred_actors]--> Fred Williamson --[No Operation]--> Fred Williamson --[(INV) starred_actors]--> Black Caesar
Neg LogProb(↓):   0.595897
Path Entropy(↓):  1.494350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the lovely bones actors release
Start Entity:     The Lovely Bones
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1959', '2006', '1935', '1974', '1977', '2007', '1968', '1998', '2009', '2010', '2004', '1982', '2014', '1932', '1994', '1983', '1995', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1975', '2005', '1999', '1987', '1969']]
Predicted Ans:    2013
Predicted Path:   The Lovely Bones --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Path (Raw):       The Lovely Bones --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Neg LogProb(↓):   2.085963
Path Entropy(↓):  2.972015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of cars 2
Start Entity:     Cars 2
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cars 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Cars 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.184304
Path Entropy(↓):  4.387746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by piolo pascual were released in which years
Start Entity:     Piolo Pascual
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Piolo Pascual --[(INV) starred_actors]--> On the Job --[release_year]--> 2013
Path (Raw):       Piolo Pascual --[No Operation]--> Piolo Pascual --[(INV) starred_actors]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by blue chips writers release
Start Entity:     Blue Chips
Gold Answer:      [['1988', '2003', '1992', '1989', '1996', '1999', '1994', '1986']]
Predicted Ans:    1988
Predicted Path:   Blue Chips --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[release_year]--> 1988
Path (Raw):       Blue Chips --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[release_year]--> 1988
Neg LogProb(↓):   0.643158
Path Entropy(↓):  1.441908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of game 6 also starred in which films
Start Entity:     Game 6
Gold Answer:      [['The Merry Gentleman', 'The Dream Team', 'Pacific Heights', 'The Paper', 'Johnny Dangerously', 'Clean and Sober', 'First Daughter', 'Batman Returns', 'Gung Ho', 'One Good Cop', 'My Life', 'Night Shift', 'Penthouse North', 'Quicksand', 'The Last Time', 'Speechless', 'Desperate Measures', 'Live from Baghdad', 'RoboCop', 'The Squeeze', 'Batman', 'Jack Frost', 'Multiplicity', 'Mr. Mom']]
Predicted Ans:    One Good Cop
Predicted Path:   Game 6 --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop
Path (Raw):       Game 6 --[starred_actors]--> Michael Keaton --[No Operation]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop
Neg LogProb(↓):   0.248744
Path Entropy(↓):  0.929923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the spanish earth
Start Entity:     The Spanish Earth
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   The Spanish Earth --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       The Spanish Earth --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   1.367624
Path Entropy(↓):  2.937405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of hot saturday
Start Entity:     Hot Saturday
Gold Answer:      [['Sons of the Desert', 'Susannah of the Mounties', 'You Were Never Lovelier', 'Stowaway', 'Dimples', 'A Lady Takes a Chance', 'If I Had a Million', 'Borderline', 'Allegheny Uprising']]
Predicted Ans:    If I Had a Million
Predicted Path:   Hot Saturday --[directed_by]--> William A. Seiter --[(INV) directed_by]--> If I Had a Million
Path (Raw):       Hot Saturday --[directed_by]--> William A. Seiter --[(INV) directed_by]--> If I Had a Million --[No Operation]--> If I Had a Million
Neg LogProb(↓):   0.039777
Path Entropy(↓):  0.197846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by simo halinen were released in which years
Start Entity:     Simo Halinen
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Simo Halinen --[(INV) directed_by]--> Open Up to Me --[release_year]--> 2013
Path (Raw):       Simo Halinen --[No Operation]--> Simo Halinen --[(INV) directed_by]--> Open Up to Me --[release_year]--> 2013
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie rumble fish are written by who
Start Entity:     Rumble Fish
Gold Answer:      [['Mitch Glazer', 'James V. Simpson', 'Garry Marshall', 'Mickey Rourke', 'Robert D. Siegel', 'Don Calame', 'Don Michael Paul', 'Richard Kelly', 'Charles S. Haas', 'Ken Friedman', 'Zalman King', 'Alan Ormsby', 'Joyce Maynard', 'Oliver Stone', 'Michelle Morgan', 'John Godey', 'Alan Parker', 'Bent Hamer', 'Gus Van Sant', 'Stan Seidel', 'Michael Cimino', 'Robert Daley', 'Greg Coolidge', 'Gabriel Casseus', 'James Fogle', 'Daniel Yost', 'William Hjortsberg', 'Buck Henry', 'Vincent Gallo', 'Adam Minarovich', 'David Henry Hwang', 'Creighton Vero', 'Neal Marshall', 'Laurie Collyer', 'Tim Hunter', 'Lawrence Konner', 'Bruce Rubenstein', 'Joseph Hayes', 'Jonathan Sobol', 'Mark Rosenthal', 'Matt Dillon', 'Dalene Young', 'Kimi Peck', 'Elmore Leonard', 'Vincent Patrick', 'John Luessenhop', 'S.E. Hinton', 'Chris Conroy', 'Charles Bukowski', 'Jack Higgins', 'Avery Duff', 'Peter Allen', 'Daniel Pyne']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Rumble Fish --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Path (Raw):       Rumble Fish --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Neg LogProb(↓):   0.728036
Path Entropy(↓):  1.301394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Maverick, when was it released
Start Entity:     Maverick
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Maverick --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Path (Raw):       Maverick --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Neg LogProb(↓):   3.021245
Path Entropy(↓):  4.386878
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by brad keene
Start Entity:     Brad Keene
Gold Answer:      [['Phedon Papamichael', 'Toby Wilkins']]
Predicted Ans:    Toby Wilkins
Predicted Path:   Brad Keene --[(INV) written_by]--> The Grudge 3 --[directed_by]--> Toby Wilkins
Path (Raw):       Brad Keene --[No Operation]--> Brad Keene --[(INV) written_by]--> The Grudge 3 --[directed_by]--> Toby Wilkins
Neg LogProb(↓):   0.079645
Path Entropy(↓):  0.270314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for the magnificent ambersons
Start Entity:     The Magnificent Ambersons
Gold Answer:      [['Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   The Magnificent Ambersons --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Lady from Shanghai --[directed_by]--> Orson Welles
Path (Raw):       The Magnificent Ambersons --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Lady from Shanghai --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.073611
Path Entropy(↓):  0.290683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in deathstalker
Start Entity:     Deathstalker
Gold Answer:      [['Howard R. Cohen', 'Nico Mastorakis']]
Predicted Ans:    Nico Mastorakis
Predicted Path:   Deathstalker --[starred_actors]--> Lana Clarkson --[(INV) starred_actors]--> Blind Date --[written_by]--> Nico Mastorakis
Path (Raw):       Deathstalker --[starred_actors]--> Lana Clarkson --[(INV) starred_actors]--> Blind Date --[written_by]--> Nico Mastorakis
Neg LogProb(↓):   0.073484
Path Entropy(↓):  0.297265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of air force one
Start Entity:     Air Force One
Gold Answer:      [['Poseidon', 'In the Line of Fire', 'Shattered', 'Outbreak', 'Das Boot', 'Troy', 'Enemy Mine', 'The NeverEnding Story', 'The Perfect Storm']]
Predicted Ans:    Shattered
Predicted Path:   Air Force One --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Shattered
Path (Raw):       Air Force One --[No Operation]--> Air Force One --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Shattered
Neg LogProb(↓):   0.813752
Path Entropy(↓):  1.639866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of grand hotel
Start Entity:     Grand Hotel
Gold Answer:      [['Gloria Grahame', "Maureen O'Hara", 'Melvyn Douglas']]
Predicted Ans:    Melvyn Douglas
Predicted Path:   Grand Hotel --[written_by]--> Vicki Baum --[(INV) written_by]--> A Woman's Secret --[starred_actors]--> Melvyn Douglas
Path (Raw):       Grand Hotel --[written_by]--> Vicki Baum --[(INV) written_by]--> A Woman's Secret --[starred_actors]--> Melvyn Douglas
Neg LogProb(↓):   0.697668
Path Entropy(↓):  1.036870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by kenneth tobey released
Start Entity:     Kenneth Tobey
Gold Answer:      [['1955', '1953', '1951']]
Predicted Ans:    1953
Predicted Path:   Kenneth Tobey --[(INV) starred_actors]--> The Beast from 20,000 Fathoms --[release_year]--> 1953
Path (Raw):       Kenneth Tobey --[No Operation]--> Kenneth Tobey --[(INV) starred_actors]--> The Beast from 20,000 Fathoms --[release_year]--> 1953
Neg LogProb(↓):   0.212635
Path Entropy(↓):  0.519403
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by john barry
Start Entity:     John Barry
Gold Answer:      [['Saturn 3']]
Predicted Ans:    Saturn 3
Predicted Path:   John Barry --[(INV) directed_by]--> Saturn 3 --[written_by]--> Martin Amis --[(INV) written_by]--> Saturn 3
Path (Raw):       John Barry --[(INV) directed_by]--> Saturn 3 --[written_by]--> Martin Amis --[(INV) written_by]--> Saturn 3
Neg LogProb(↓):   0.348992
Path Entropy(↓):  0.806903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by kyle gallner
Start Entity:     Kyle Gallner
Gold Answer:      [['Wes Craven', 'Wesley Strick', 'Eric Heisserer', 'Justin Simien', 'Chris Kyle']]
Predicted Ans:    Wes Craven
Predicted Path:   Kyle Gallner --[(INV) starred_actors]--> A Nightmare on Elm Street --[written_by]--> Wes Craven
Path (Raw):       Kyle Gallner --[No Operation]--> Kyle Gallner --[(INV) starred_actors]--> A Nightmare on Elm Street --[written_by]--> Wes Craven
Neg LogProb(↓):   0.759168
Path Entropy(↓):  0.916491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by milt banta
Start Entity:     Milt Banta
Gold Answer:      [['Emily Browning']]
Predicted Ans:    Emily Browning
Predicted Path:   Milt Banta --[(INV) written_by]--> Sleeping Beauty --[starred_actors]--> Emily Browning
Path (Raw):       Milt Banta --[No Operation]--> Milt Banta --[(INV) written_by]--> Sleeping Beauty --[starred_actors]--> Emily Browning
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in tangled
Start Entity:     Tangled
Gold Answer:      [['Byron Howard', 'Nathan Greno', 'Sarah Dessen', 'Nicholas Sparks', 'David Schneiderman', 'Derek Guiley', 'Brian Dannelly', 'Michael Urban', 'Luis Ugaz', 'Stephen P. Lindsey', 'Joel David Moore', 'Jeremy Danial Boreing', 'Jaffar Mahmood']]
Predicted Ans:    Jaffar Mahmood
Predicted Path:   Tangled --[starred_actors]--> Zachary Levi --[(INV) starred_actors]--> Shades of Ray --[written_by]--> Jaffar Mahmood
Path (Raw):       Tangled --[starred_actors]--> Zachary Levi --[(INV) starred_actors]--> Shades of Ray --[written_by]--> Jaffar Mahmood
Neg LogProb(↓):   0.013759
Path Entropy(↓):  0.076814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie jump tomorrow are written by who
Start Entity:     Jump Tomorrow
Gold Answer:      [['Joel Hopkins']]
Predicted Ans:    Joel Hopkins
Predicted Path:   Jump Tomorrow --[directed_by]--> Joel Hopkins --[(INV) directed_by]--> Jump Tomorrow --[written_by]--> Joel Hopkins
Path (Raw):       Jump Tomorrow --[directed_by]--> Joel Hopkins --[(INV) directed_by]--> Jump Tomorrow --[written_by]--> Joel Hopkins
Neg LogProb(↓):   0.000825
Path Entropy(↓):  0.007523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the big bounce director
Start Entity:     The Big Bounce
Gold Answer:      [['Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Big Bounce --[directed_by]--> George Armitage --[(INV) directed_by]--> The Big Bounce --[has_genre]--> Comedy
Path (Raw):       The Big Bounce --[directed_by]--> George Armitage --[(INV) directed_by]--> The Big Bounce --[has_genre]--> Comedy
Neg LogProb(↓):   0.236417
Path Entropy(↓):  0.706544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with on my way
Start Entity:     On My Way
Gold Answer:      [['Backstage']]
Predicted Ans:    On My Way
Predicted Path:   On My Way --[written_by]--> Emmanuelle Bercot --[(INV) written_by]--> On My Way
Path (Raw):       On My Way --[No Operation]--> On My Way --[written_by]--> Emmanuelle Bercot --[(INV) written_by]--> On My Way
Neg LogProb(↓):   0.352435
Path Entropy(↓):  0.667447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did sharon tate star in
Start Entity:     Sharon Tate
Gold Answer:      [['The Wrecking Crew', 'Valley of the Dolls']]
Predicted Ans:    The Wrecking Crew
Predicted Path:   Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew --[starred_actors]--> Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew
Path (Raw):       Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew --[starred_actors]--> Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.001047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of hope springs
Start Entity:     Hope Springs
Gold Answer:      [['Emily Blunt', 'Gil Bellows', 'Meryl Streep', 'Stanley Tucci', 'Antonio Banderas', 'Jack Black', 'Anne Hathaway', 'Sarah Jessica Parker', 'Mia Farrow']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Hope Springs --[directed_by]--> David Frankel --[(INV) directed_by]--> The Devil Wears Prada --[starred_actors]--> Anne Hathaway
Path (Raw):       Hope Springs --[directed_by]--> David Frankel --[(INV) directed_by]--> The Devil Wears Prada --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.659368
Path Entropy(↓):  1.303897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed up periscope
Start Entity:     Up Periscope
Gold Answer:      [['Gordon Douglas']]
Predicted Ans:    Gordon Douglas
Predicted Path:   Up Periscope --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Tony Rome --[directed_by]--> Gordon Douglas
Path (Raw):       Up Periscope --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Tony Rome --[directed_by]--> Gordon Douglas
Neg LogProb(↓):   0.263366
Path Entropy(↓):  0.706599
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by chad thumann
Start Entity:     Chad Thumann
Gold Answer:      [['Laurence Malkin']]
Predicted Ans:    Laurence Malkin
Predicted Path:   Chad Thumann --[(INV) written_by]--> Five Fingers --[directed_by]--> Laurence Malkin
Path (Raw):       Chad Thumann --[No Operation]--> Chad Thumann --[(INV) written_by]--> Five Fingers --[directed_by]--> Laurence Malkin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the wind
Start Entity:     The Wind
Gold Answer:      [['Frances Marion', 'Dorothy Scarborough']]
Predicted Ans:    Frances Marion
Predicted Path:   The Wind --[written_by]--> Frances Marion --[(INV) written_by]--> The Wind --[written_by]--> Frances Marion
Path (Raw):       The Wind --[written_by]--> Frances Marion --[(INV) written_by]--> The Wind --[written_by]--> Frances Marion
Neg LogProb(↓):   0.000553
Path Entropy(↓):  0.005444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie where eagles dare
Start Entity:     Where Eagles Dare
Gold Answer:      [['1980', '1970', '2008', '1944', '2003', '1992', '1959', '1993', '1985', '1967', '1979', '1974', '1984', '1977', '1968', '1963', '2009', '1957', '1951', '2004', '1982', '1973', '1953', '1956', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '2002', '2012', '1955', '1986', '1988', '1934', '1978', '1964', '1997', '1975', '2000', '1966', '1960', '1965', '1999', '1969', '1952']]
Predicted Ans:    1963
Predicted Path:   Where Eagles Dare --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Cleopatra --[release_year]--> 1963
Path (Raw):       Where Eagles Dare --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Cleopatra --[release_year]--> 1963
Neg LogProb(↓):   1.988949
Path Entropy(↓):  3.324861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie heart of midnight are written by who
Start Entity:     Heart of Midnight
Gold Answer:      [['Matthew Chapman']]
Predicted Ans:    Matthew Chapman
Predicted Path:   Heart of Midnight --[directed_by]--> Matthew Chapman --[(INV) directed_by]--> Heart of Midnight --[written_by]--> Matthew Chapman
Path (Raw):       Heart of Midnight --[directed_by]--> Matthew Chapman --[(INV) directed_by]--> Heart of Midnight --[written_by]--> Matthew Chapman
Neg LogProb(↓):   0.002513
Path Entropy(↓):  0.019212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by francis veber
Start Entity:     Francis Veber
Gold Answer:      [['Daniel Goldin']]
Predicted Ans:    Francis Veber
Predicted Path:   Francis Veber --[(INV) directed_by]--> The Valet --[written_by]--> Francis Veber
Path (Raw):       Francis Veber --[No Operation]--> Francis Veber --[(INV) directed_by]--> The Valet --[written_by]--> Francis Veber
Neg LogProb(↓):   0.143400
Path Entropy(↓):  0.571327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by roberto benigni were written by who
Start Entity:     Roberto Benigni
Gold Answer:      [['Webb Smith', 'Roland West', 'Crane Wilbur', 'William Cottrell', 'Ted Sears', 'Carlo Collodi', 'Otto Englander', 'Erdman Penner', 'Aurelius Battaglia', 'Joseph Sabo']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Roberto Benigni --[(INV) directed_by]--> Life Is Beautiful --[written_by]--> Roberto Benigni
Path (Raw):       Roberto Benigni --[No Operation]--> Roberto Benigni --[(INV) directed_by]--> Life Is Beautiful --[written_by]--> Roberto Benigni
Neg LogProb(↓):   0.794727
Path Entropy(↓):  1.392251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by ranald macdougall were directed by who
Start Entity:     Ranald MacDougall
Gold Answer:      [['Cecil B. DeMille', 'Neil Jordan', 'Jack Cardiff', 'Curtis Bernhardt', 'Clarence Brown', 'Eduardo Mignogna', 'Joseph L. Mankiewicz', 'Michael Curtiz']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Ranald MacDougall --[(INV) directed_by]--> Queen Bee --[directed_by]--> Ranald MacDougall
Path (Raw):       Ranald MacDougall --[No Operation]--> Ranald MacDougall --[(INV) directed_by]--> Queen Bee --[directed_by]--> Ranald MacDougall
Neg LogProb(↓):   0.000652
Path Entropy(↓):  0.005441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the writer of the princess diaries
Start Entity:     The Princess Diaries
Gold Answer:      [['Joan Cusack', 'Michelle Trachtenberg']]
Predicted Ans:    Anne Hathaway
Predicted Path:   The Princess Diaries --[written_by]--> Meg Cabot --[(INV) written_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Path (Raw):       The Princess Diaries --[written_by]--> Meg Cabot --[(INV) written_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.269679
Path Entropy(↓):  0.550664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by irwin allen release
Start Entity:     Irwin Allen
Gold Answer:      [['1961', '1962', '1960']]
Predicted Ans:    1960
Predicted Path:   Irwin Allen --[(INV) written_by]--> The Lost World --[release_year]--> 1960
Path (Raw):       Irwin Allen --[No Operation]--> Irwin Allen --[(INV) written_by]--> The Lost World --[release_year]--> 1960
Neg LogProb(↓):   0.377683
Path Entropy(↓):  0.659530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the legend of lylah clare
Start Entity:     The Legend of Lylah Clare
Gold Answer:      [['Christopher Jones', 'Hal Holbrook', 'Shelley Winters']]
Predicted Ans:    Hal Holbrook
Predicted Path:   The Legend of Lylah Clare --[written_by]--> Robert Thom --[(INV) written_by]--> Wild in the Streets --[starred_actors]--> Hal Holbrook
Path (Raw):       The Legend of Lylah Clare --[written_by]--> Robert Thom --[(INV) written_by]--> Wild in the Streets --[starred_actors]--> Hal Holbrook
Neg LogProb(↓):   0.131986
Path Entropy(↓):  0.392070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film moon zero two were released in which years
Start Entity:     Moon Zero Two
Gold Answer:      [['1968', '1980', '1970', '1972', '2008', '2005', '1942', '1973', '1953', '1952', '1958']]
Predicted Ans:    1953
Predicted Path:   Moon Zero Two --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[release_year]--> 1953
Path (Raw):       Moon Zero Two --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[release_year]--> 1953
Neg LogProb(↓):   0.533638
Path Entropy(↓):  1.323926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie libeled lady
Start Entity:     Libeled Lady
Gold Answer:      [['Walter Hill', 'George Cukor', 'Edward Dmytryk', 'William Dieterle', 'Fritz Lang', 'Howard Hughes', 'Norman Taurog', 'Tay Garnett', 'James Flood', 'Edward Buzzell', 'William A. Wellman', 'Mervyn LeRoy', 'George W. Hill', 'Charles Brabin', 'Edward H. Griffith', 'Richard Thorpe', 'Rouben Mamoulian', 'Shawn Levy', 'Frank Borzage', 'Walter Lang', 'Henry Koster', 'Gregory La Cava', 'John Ford', 'Dorothy Arzner', 'Mark Robson', 'George Fitzmaurice', 'George Sidney', 'Michael Curtiz', 'Stanley Kramer', 'William K. Howard', 'Frank Capra', 'W.S. Van Dyke', 'Harry Lachman', 'Vincent J. Donehue', 'Joshua Logan', 'Alexander Hall', 'Vincente Minnelli', 'John Sturges', 'Victor Fleming', 'Tom Hooper', 'John S. Robertson', 'Jack Conway', 'David Ayer', 'Irving Reis', 'Fred Zinnemann', 'William Wyler', 'Clarence Brown', 'Tamra Davis', 'George Archainbaud', 'George Stevens', 'Harold S. Bucquet', 'Michael Gottlieb', 'Josef von Sternberg', 'Richard Boleslawski', 'Elia Kazan', 'Robert Z. Leonard', 'J. Walter Ruben']]
Predicted Ans:    John Sturges
Predicted Path:   Libeled Lady --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock --[directed_by]--> John Sturges
Path (Raw):       Libeled Lady --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock --[directed_by]--> John Sturges
Neg LogProb(↓):   1.831351
Path Entropy(↓):  3.042387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie it happened on fifth avenue are written by who
Start Entity:     It Happened on Fifth Avenue
Gold Answer:      [['Philip Barry', 'Josephine Lawrence', 'Helen Leary', 'Richard Maibaum', 'George Haight', 'Jay Dratler', 'Anita Loos', 'Gina Kaus', 'Edward Poor Montgomery', 'Rachel Crothers', 'Emmet Lavery', 'Francis Biddle', 'Viña Delmar', 'Warren Duff', 'S.K. Lauren']]
Predicted Ans:    Warren Duff
Predicted Path:   It Happened on Fifth Avenue --[starred_actors]--> Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937 --[written_by]--> Warren Duff
Path (Raw):       It Happened on Fifth Avenue --[starred_actors]--> Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937 --[written_by]--> Warren Duff
Neg LogProb(↓):   0.198159
Path Entropy(↓):  0.694910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with diamond men fall under
Start Entity:     Diamond Men
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Diamond Men --[starred_actors]--> Donnie Wahlberg --[(INV) starred_actors]--> Saw II --[has_genre]--> Horror
Path (Raw):       Diamond Men --[starred_actors]--> Donnie Wahlberg --[(INV) starred_actors]--> Saw II --[has_genre]--> Horror
Neg LogProb(↓):   0.177810
Path Entropy(↓):  0.597004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in trapped ashes
Start Entity:     Trapped Ashes
Gold Answer:      [['Henry Gibson', 'Jayce Bartok']]
Predicted Ans:    Jayce Bartok
Predicted Path:   Trapped Ashes --[starred_actors]--> Jayce Bartok --[(INV) starred_actors]--> The Cake Eaters --[starred_actors]--> Jayce Bartok
Path (Raw):       Trapped Ashes --[starred_actors]--> Jayce Bartok --[(INV) starred_actors]--> The Cake Eaters --[starred_actors]--> Jayce Bartok
Neg LogProb(↓):   0.260104
Path Entropy(↓):  0.615900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in breezy
Start Entity:     Breezy
Gold Answer:      [['Italian', 'French', 'Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   Breezy --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[in_language]--> German
Path (Raw):       Breezy --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[in_language]--> German
Neg LogProb(↓):   0.067116
Path Entropy(↓):  0.245434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by marshall allman
Start Entity:     Marshall Allman
Gold Answer:      [['Steve Taylor']]
Predicted Ans:    Steve Taylor
Predicted Path:   Marshall Allman --[(INV) starred_actors]--> Blue Like Jazz --[directed_by]--> Steve Taylor
Path (Raw):       Marshall Allman --[No Operation]--> Marshall Allman --[(INV) starred_actors]--> Blue Like Jazz --[directed_by]--> Steve Taylor
Neg LogProb(↓):   0.004879
Path Entropy(↓):  0.030774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for deuces wild
Start Entity:     Deuces Wild
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Deuces Wild --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Deuces Wild --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.491974
Path Entropy(↓):  4.635499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by bent hamer were released in which years
Start Entity:     Bent Hamer
Gold Answer:      [['1995', '2003', '2005']]
Predicted Ans:    2005
Predicted Path:   Bent Hamer --[(INV) directed_by]--> Factotum --[release_year]--> 2005
Path (Raw):       Bent Hamer --[No Operation]--> Bent Hamer --[(INV) directed_by]--> Factotum --[release_year]--> 2005
Neg LogProb(↓):   0.213657
Path Entropy(↓):  0.620856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in blood of redemption
Start Entity:     Blood of Redemption
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Blood of Redemption --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Path (Raw):       Blood of Redemption --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Neg LogProb(↓):   1.228302
Path Entropy(↓):  2.399265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by benjamin christensen were in which genres
Start Entity:     Benjamin Christensen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Benjamin Christensen --[(INV) written_by]--> The Mysterious X --[has_genre]--> Drama
Path (Raw):       Benjamin Christensen --[No Operation]--> Benjamin Christensen --[(INV) written_by]--> The Mysterious X --[has_genre]--> Drama
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor simon ward appeared in the same movie with who
Start Entity:     Simon Ward
Gold Answer:      [['Freddie Jones', 'Veronica Carlson', 'Robert Powell', 'C. Aubrey Smith', 'Ralph Richardson', 'Jane Seymour', 'Beau Bridges', 'Peter Firth', 'Peter Cushing', 'Christopher Plummer', 'Malcolm McDowell', 'Wes Bentley', 'Jenny Agutter', 'June Duprez', 'John Clements']]
Predicted Ans:    Beau Bridges
Predicted Path:   Simon Ward --[(INV) starred_actors]--> The Four Feathers --[starred_actors]--> Beau Bridges
Path (Raw):       Simon Ward --[No Operation]--> Simon Ward --[(INV) starred_actors]--> The Four Feathers --[starred_actors]--> Beau Bridges
Neg LogProb(↓):   0.222463
Path Entropy(↓):  0.911977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by olivia bonamy
Start Entity:     Olivia Bonamy
Gold Answer:      [['David Moreau', 'Xavier Palud']]
Predicted Ans:    Xavier Palud
Predicted Path:   Olivia Bonamy --[(INV) starred_actors]--> Them --[written_by]--> Xavier Palud
Path (Raw):       Olivia Bonamy --[No Operation]--> Olivia Bonamy --[(INV) starred_actors]--> Them --[written_by]--> Xavier Palud
Neg LogProb(↓):   0.011140
Path Entropy(↓):  0.060901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of gorky park
Start Entity:     Gorky Park
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Gorky Park --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       Gorky Park --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.141692
Path Entropy(↓):  3.572291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of nothing to lose
Start Entity:     Nothing to Lose
Gold Answer:      [['Steve Oedekerk']]
Predicted Ans:    Steve Oedekerk
Predicted Path:   Nothing to Lose --[directed_by]--> Steve Oedekerk --[(INV) directed_by]--> Nothing to Lose --[directed_by]--> Steve Oedekerk
Path (Raw):       Nothing to Lose --[directed_by]--> Steve Oedekerk --[(INV) directed_by]--> Nothing to Lose --[directed_by]--> Steve Oedekerk
Neg LogProb(↓):   0.051255
Path Entropy(↓):  0.200685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by jim marrs were directed by who
Start Entity:     Jim Marrs
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Jim Marrs --[(INV) written_by]--> JFK --[directed_by]--> Oliver Stone
Path (Raw):       Jim Marrs --[No Operation]--> Jim Marrs --[(INV) written_by]--> JFK --[directed_by]--> Oliver Stone
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed eureka
Start Entity:     Eureka
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Eureka --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Eureka --[has_genre]--> Drama
Path (Raw):       Eureka --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Eureka --[has_genre]--> Drama
Neg LogProb(↓):   0.956428
Path Entropy(↓):  0.808521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film guns at batasi
Start Entity:     Guns at Batasi
Gold Answer:      [['john guillermin']]
Predicted Ans:    john guillermin
Predicted Path:   Guns at Batasi --[has_tags]--> john guillermin --[(INV) has_tags]--> The Towering Inferno --[has_tags]--> john guillermin
Path (Raw):       Guns at Batasi --[has_tags]--> john guillermin --[(INV) has_tags]--> The Towering Inferno --[has_tags]--> john guillermin
Neg LogProb(↓):   0.018388
Path Entropy(↓):  0.091422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the frighteners
Start Entity:     The Frighteners
Gold Answer:      [['Stella', 'Stuart Little', 'Life with Mikey', 'Teen Wolf Too', 'Midnight Madness', 'Blue in the Face', 'For Love or Money', 'Back to the Future Part II', 'Casualties of War', 'Teen Wolf', 'Freaky Friday', 'Times Square', 'Doc Hollywood', 'Bright Lights, Big City', 'The American President', 'Greedy', 'The Hard Way', 'Back to the Future', 'Stuart Little 2', 'Back to the Future Part III', 'Light of Day']]
Predicted Ans:    Casualties of War
Predicted Path:   The Frighteners --[starred_actors]--> Michael J. Fox --[(INV) starred_actors]--> Casualties of War
Path (Raw):       The Frighteners --[starred_actors]--> Michael J. Fox --[No Operation]--> Michael J. Fox --[(INV) starred_actors]--> Casualties of War
Neg LogProb(↓):   0.624135
Path Entropy(↓):  1.554069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is winchester'73
Start Entity:     Winchester '73
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Winchester '73 --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Winchester '73 --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.464237
Path Entropy(↓):  3.152076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in two rode together
Start Entity:     Two Rode Together
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Two Rode Together --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Madigan --[has_genre]--> Drama
Path (Raw):       Two Rode Together --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Madigan --[has_genre]--> Drama
Neg LogProb(↓):   0.728617
Path Entropy(↓):  1.533720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor seth macfarlane co - starred with who
Start Entity:     Seth MacFarlane
Gold Answer:      [['Mila Kunis', 'Mark Wahlberg', 'Amanda Seyfried', 'Liam Neeson', 'Joel McHale', 'Charlize Theron']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Seth MacFarlane --[(INV) starred_actors]--> Ted --[starred_actors]--> Mark Wahlberg
Path (Raw):       Seth MacFarlane --[No Operation]--> Seth MacFarlane --[(INV) starred_actors]--> Ted --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.014451
Path Entropy(↓):  0.082489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of bloodfist
Start Entity:     Bloodfist
Gold Answer:      [['Robert King']]
Predicted Ans:    Robert King
Predicted Path:   Bloodfist --[written_by]--> Robert King --[(INV) written_by]--> Red Corner --[written_by]--> Robert King
Path (Raw):       Bloodfist --[written_by]--> Robert King --[(INV) written_by]--> Red Corner --[written_by]--> Robert King
Neg LogProb(↓):   0.021707
Path Entropy(↓):  0.103720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by life as we know it actors
Start Entity:     Life as We Know It
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Life as We Know It --[has_genre]--> Drama --[(INV) has_genre]--> The Rose Tattoo --[has_genre]--> Drama
Path (Raw):       Life as We Know It --[has_genre]--> Drama --[(INV) has_genre]--> The Rose Tattoo --[has_genre]--> Drama
Neg LogProb(↓):   2.698723
Path Entropy(↓):  5.056464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by paul wendkos
Start Entity:     Paul Wendkos
Gold Answer:      [['Guns of the Magnificent Seven', 'Attack on the Iron Coast', 'Gidget', 'Face of a Fugitive']]
Predicted Ans:    Face of a Fugitive
Predicted Path:   Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive --[directed_by]--> Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive
Path (Raw):       Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive --[directed_by]--> Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive
Neg LogProb(↓):   0.000923
Path Entropy(↓):  0.008638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of crazy in alabama
Start Entity:     Crazy in Alabama
Gold Answer:      [['Antonio Banderas']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Crazy in Alabama --[directed_by]--> Antonio Banderas --[(INV) directed_by]--> Crazy in Alabama --[directed_by]--> Antonio Banderas
Path (Raw):       Crazy in Alabama --[directed_by]--> Antonio Banderas --[(INV) directed_by]--> Crazy in Alabama --[directed_by]--> Antonio Banderas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie tokyo fist
Start Entity:     Tokyo Fist
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Tokyo Fist --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Tokyo Fist --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.432677
Path Entropy(↓):  3.192149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie casablanca are written by who
Start Entity:     Casablanca
Gold Answer:      [['Abem Finkel', 'Seton I. Miller', 'Barbara Benedek', 'Patrick Hamilton', 'Angus MacPhail', 'Dashiell Hammett', 'Delmer Daves', 'Dudley Nichols', 'Roland Kibbee', 'Bertram Bloch', 'Murray Forbes', 'Lewis Milestone', 'Sidney Kingsley', 'Truman Capote', 'Donald Ogden Stewart', 'Willard Robertson', 'Philip Yordan', 'Samuel A. Taylor', 'B. Traven', 'Richard Macaulay', 'Arthur T. Horman', 'Alfred Hayes', 'Clara Beranger', 'Joseph Kessel', 'Ben Hecht', 'Richard Connell', 'Earl Baldwin', 'James Norman Hall', 'Charles Nordhoff', 'W.R. Burnett', 'Julius J. Epstein', 'John Lee Mahin', 'Rowland Brown', 'George Bernard Shaw', 'Robert Lord', 'Harry Segall', 'Irwin Allen', 'Curt Siodmak', 'Warren Duff', 'Mark Bomback', 'William Wister Haines', 'Abe Burrows', 'Clive Cussler', 'Billy Wilder', 'Elizabeth von Arnim', 'Lewis R. Foster', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'Mark Twain', 'Dwight Taylor', 'Steve Fisher', 'Robert Rossen', 'Lester Cole', 'Ernst Lothar', 'Alfred Neumann', 'Thomas Job', 'Martin Vale', 'Dorothy B. Hughes', 'Colette', 'Robert Buckner', 'David Goodis', 'Richard Brooks', 'James Hilton', 'Walter Doniger', 'David Rayfiel', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Lloyd C. Douglas', 'Olive Higgins Prouty', 'Guy Bolton', 'Marcelle Maurette', 'John Collier', 'Louis Verneuil', 'Ernest Hemingway', 'Gerald Drayson Adams', 'Joseph Than', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Brown Holmes', 'Sidney Buchman', 'Maude Fulton', 'Ingmar Bergman', 'Ranald MacDougall', 'Maxwell Anderson', 'Norman Reilly Raine', 'Lenore J. Coffee', 'Edna Ferber', 'Oliver H.P. Garrett', 'Sidney Biddell', 'Michael Winner', 'Gaston Leroux', 'Charlotte Armstrong', 'Jonathan Finn', 'Francis de Croisset', 'Jack Moffitt', 'Joseph Hayes', 'Fannie Hurst', "Liam O'Brien", 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'Albert Husson', 'Jerry Wald', 'Mark Hellinger', 'Andrew Solt', 'Herman Wouk', "John O'Hara", 'Willard Motley', 'Erich Maria Remarque', 'John Huston', 'Casey Robinson', 'John Wexley', 'Barré Lyndon', 'Fabrice Canepa', 'Ernest Lehman', 'William J. Makin', 'Françoise Sagan', 'James Agee', 'A.I. Bezzerides', 'Budd Schulberg', 'Roberto Rossellini', 'Lewis E. Lawes', 'Claud Cockburn', 'Leo McCarey', 'Vincent B. Evans', 'Pierre Barillet', 'Robert Siodmak', 'Cameron Rogers', 'Norman Krasna', 'Jean Renoir']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Casablanca --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Casablanca --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   1.535517
Path Entropy(↓):  1.960357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by dax shepard were released in which years
Start Entity:     Dax Shepard
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Dax Shepard --[(INV) written_by]--> Hit and Run --[release_year]--> 2012
Path (Raw):       Dax Shepard --[No Operation]--> Dax Shepard --[(INV) written_by]--> Hit and Run --[release_year]--> 2012
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie the monk
Start Entity:     The Monk
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Monk --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Monk --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.414692
Path Entropy(↓):  3.162489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by david zabel
Start Entity:     David Zabel
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   David Zabel --[(INV) written_by]--> Keith --[release_year]--> 2008
Path (Raw):       David Zabel --[No Operation]--> David Zabel --[(INV) written_by]--> Keith --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by eric warren singer
Start Entity:     Eric Warren Singer
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Eric Warren Singer --[(INV) written_by]--> American Hustle --[has_genre]--> Drama
Path (Raw):       Eric Warren Singer --[No Operation]--> Eric Warren Singer --[(INV) written_by]--> American Hustle --[has_genre]--> Drama
Neg LogProb(↓):   0.050299
Path Entropy(↓):  0.216767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the temp
Start Entity:     The Temp
Gold Answer:      [['Whoopi Goldberg', 'Alex Vincent', 'Catherine Hicks', 'Brad Dourif', 'Joe Mantegna', 'Sam Elliott', 'William Ragsdale', 'Amanda Bearse', 'Chris Sarandon', 'Roddy McDowall', 'Michael Constantine', 'Lucinda Jenney', 'Robert John Burke']]
Predicted Ans:    Timothy Hutton
Predicted Path:   The Temp --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[starred_actors]--> Timothy Hutton
Path (Raw):       The Temp --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[starred_actors]--> Timothy Hutton
Neg LogProb(↓):   0.005740
Path Entropy(↓):  0.039469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the film powder room
Start Entity:     Powder Room
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Powder Room --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Powder Room --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   2.991726
Path Entropy(↓):  4.353281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie beetlejuice
Start Entity:     Beetlejuice
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Beetlejuice --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Beetlejuice --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.971791
Path Entropy(↓):  4.403055
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the karate kid
Start Entity:     The Karate Kid
Gold Answer:      [['1983', '1976', '1980', '1970', '1975', '2009', '2001', '1990', '1987', '1992', '2003', '1989', '1920', '1973', '1994', '2014', '1981', '2013']]
Predicted Ans:    1981
Predicted Path:   The Karate Kid --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[release_year]--> 1981
Path (Raw):       The Karate Kid --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[release_year]--> 1981
Neg LogProb(↓):   1.376505
Path Entropy(↓):  2.852876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by saturday night and sunday morning actors release
Start Entity:     Saturday Night and Sunday Morning
Gold Answer:      [['1983', '1995', '1970', '1971', '2003', '1992', '1951', '1982', '2006', '2014', '1967', '1994', '1981', '1974', '1984', '2007']]
Predicted Ans:    1974
Predicted Path:   Saturday Night and Sunday Morning --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> Murder on the Orient Express --[release_year]--> 1974
Path (Raw):       Saturday Night and Sunday Morning --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> Murder on the Orient Express --[release_year]--> 1974
Neg LogProb(↓):   1.013162
Path Entropy(↓):  2.158468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of caramel were directed by who
Start Entity:     Caramel
Gold Answer:      [['Nadine Labaki']]
Predicted Ans:    Nadine Labaki
Predicted Path:   Caramel --[written_by]--> Nadine Labaki --[(INV) written_by]--> Where Do We Go Now? --[directed_by]--> Nadine Labaki
Path (Raw):       Caramel --[written_by]--> Nadine Labaki --[(INV) written_by]--> Where Do We Go Now? --[directed_by]--> Nadine Labaki
Neg LogProb(↓):   0.007305
Path Entropy(↓):  0.048198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote alice doesn't live here anymore
Start Entity:     Alice Doesn't Live Here Anymore
Gold Answer:      [['1976', '2008', '1990', '1985', '1981']]
Predicted Ans:    1981
Predicted Path:   Alice Doesn't Live Here Anymore --[written_by]--> Robert Getchell --[(INV) written_by]--> Mommie Dearest --[release_year]--> 1981
Path (Raw):       Alice Doesn't Live Here Anymore --[written_by]--> Robert Getchell --[(INV) written_by]--> Mommie Dearest --[release_year]--> 1981
Neg LogProb(↓):   0.593562
Path Entropy(↓):  0.945165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by raymond singer were released in which years
Start Entity:     Raymond Singer
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Raymond Singer --[(INV) written_by]--> Mulan --[release_year]--> 1998
Path (Raw):       Raymond Singer --[No Operation]--> Raymond Singer --[(INV) written_by]--> Mulan --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by dial m for murder screenwriters
Start Entity:     Dial M for Murder
Gold Answer:      [['Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dial M for Murder --[written_by]--> Frederick Knott --[(INV) written_by]--> The Honey Pot --[has_genre]--> Comedy
Path (Raw):       Dial M for Murder --[written_by]--> Frederick Knott --[(INV) written_by]--> The Honey Pot --[has_genre]--> Comedy
Neg LogProb(↓):   0.305227
Path Entropy(↓):  0.717967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film indiana jones and the kingdom of the crystal skull was directed by who
Start Entity:     Indiana Jones and the Kingdom of the Crystal Skull
Gold Answer:      [['Steven Spielberg']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Indiana Jones and the Kingdom of the Crystal Skull --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[directed_by]--> Steven Spielberg
Path (Raw):       Indiana Jones and the Kingdom of the Crystal Skull --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   1.080055
Path Entropy(↓):  1.772445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by david caesar release
Start Entity:     David Caesar
Gold Answer:      [['2005', '2002']]
Predicted Ans:    2005
Predicted Path:   David Caesar --[(INV) written_by]--> Dirty Deeds --[release_year]--> 2005
Path (Raw):       David Caesar --[No Operation]--> David Caesar --[(INV) written_by]--> Dirty Deeds --[release_year]--> 2005
Neg LogProb(↓):   0.548529
Path Entropy(↓):  0.681007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film a fine madness
Start Entity:     A Fine Madness
Gold Answer:      [['Irvin Kershner']]
Predicted Ans:    Irvin Kershner
Predicted Path:   A Fine Madness --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> A Fine Madness --[directed_by]--> Irvin Kershner
Path (Raw):       A Fine Madness --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> A Fine Madness --[directed_by]--> Irvin Kershner
Neg LogProb(↓):   0.010758
Path Entropy(↓):  0.070798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in desperate hours also appears in which movies
Start Entity:     Desperate Hours
Gold Answer:      [['Passion Play', 'The Human Stain', 'Homeboy', 'Generation Iron', 'The Wrestler', 'Double Team', 'Surviving Picasso', 'Fracture', 'Slipstream', 'Proof', 'The Lion in Winter', 'Magic', 'Meet Joe Black', 'Domino', 'Johnny Handsome', 'Amistad', 'Barfly', 'Places in the Heart', 'Instinct', 'Bad Company', 'Nixon', 'The Mighty Quinn', 'Immortals', 'The Rapture', 'Hider in the House', 'Legends of the Fall', 'Titus', 'August', 'Freejack', 'The Elephant Man', 'Hamlet', "The World's Fastest Indian", 'Thor', 'Rumble Fish', 'Harley Davidson and the Marlboro Man', 'Abandoned', 'A Prayer for the Dying', 'Noah', 'White Sands', 'Hearts in Atlantis', 'The Indian in the Cupboard', 'The Road to Wellville', 'Angel Heart', "Buffalo '66", 'Killshot', 'Beowulf', 'Spun', 'Red Dragon', 'Bullet', 'Year of the Dragon', 'Hitchcock', 'House of Games', 'The Edge', 'Hannibal', 'Daniel', 'Audrey Rose', 'Someone to Watch Over Me', 'The Arrival', 'Iceman', 'The Pope of Greenwich Village', 'The Rite', "All the King's Men", 'The Bounty', 'Full Body Massage', 'Wedlock', 'Wild Orchid', 'The Remains of the Day', 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    Domino
Predicted Path:   Desperate Hours --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Domino
Path (Raw):       Desperate Hours --[starred_actors]--> Mickey Rourke --[No Operation]--> Mickey Rourke --[(INV) starred_actors]--> Domino
Neg LogProb(↓):   1.125671
Path Entropy(↓):  2.208578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the singin'in the rain director
Start Entity:     Singin' in the Rain
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Singin' in the Rain --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road --[in_language]--> French
Path (Raw):       Singin' in the Rain --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road --[in_language]--> French
Neg LogProb(↓):   0.000455
Path Entropy(↓):  0.003959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by peter farrelly
Start Entity:     Peter Farrelly
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter Farrelly --[(INV) written_by]--> Dumb and Dumber To --[has_genre]--> Comedy
Path (Raw):       Peter Farrelly --[No Operation]--> Peter Farrelly --[(INV) written_by]--> Dumb and Dumber To --[has_genre]--> Comedy
Neg LogProb(↓):   0.003342
Path Entropy(↓):  0.022599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the sure thing starred who
Start Entity:     The Sure Thing
Gold Answer:      [['John Cusack', 'Daphne Zuniga']]
Predicted Ans:    John Cusack
Predicted Path:   The Sure Thing --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Numbers Station --[starred_actors]--> John Cusack
Path (Raw):       The Sure Thing --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Numbers Station --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.494202
Path Entropy(↓):  0.998219
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by jonathan glazer fall under
Start Entity:     Jonathan Glazer
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Jonathan Glazer --[(INV) directed_by]--> Under the Skin --[has_genre]--> Drama
Path (Raw):       Jonathan Glazer --[No Operation]--> Jonathan Glazer --[(INV) directed_by]--> Under the Skin --[has_genre]--> Drama
Neg LogProb(↓):   0.001042
Path Entropy(↓):  0.008290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of rebel without a cause
Start Entity:     Rebel Without a Cause
Gold Answer:      [['Richard Burton', 'Curd Jürgens', 'Ruth Roman', 'Farley Granger', 'Robert Ryan', "Cathy O'Donnell", 'Ward Bond', 'Ida Lupino']]
Predicted Ans:    Richard Burton
Predicted Path:   Rebel Without a Cause --[written_by]--> Nicholas Ray --[(INV) written_by]--> Bitter Victory --[starred_actors]--> Richard Burton
Path (Raw):       Rebel Without a Cause --[written_by]--> Nicholas Ray --[(INV) written_by]--> Bitter Victory --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.582004
Path Entropy(↓):  1.045454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of five graves to cairo
Start Entity:     Five Graves to Cairo
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Five Graves to Cairo --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Path (Raw):       Five Graves to Cairo --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   0.160590
Path Entropy(↓):  0.589582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by john heard
Start Entity:     John Heard
Gold Answer:      [['Ivan Passer', 'Jeremiah Birnbaum', 'Penny Marshall', 'Chris Columbus', 'Rip Torn', 'Peter Masterson', 'Bernt Amadeus Capra', 'Douglas Cheek', 'Garry Marshall']]
Predicted Ans:    Jeremiah Birnbaum
Predicted Path:   John Heard --[(INV) starred_actors]--> Torn --[directed_by]--> Jeremiah Birnbaum
Path (Raw):       John Heard --[No Operation]--> John Heard --[(INV) starred_actors]--> Torn --[directed_by]--> Jeremiah Birnbaum
Neg LogProb(↓):   0.475571
Path Entropy(↓):  1.190026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jeff schaffer directed movies
Start Entity:     Jeff Schaffer
Gold Answer:      [['David Mandel', 'Alec Berg']]
Predicted Ans:    David Mandel
Predicted Path:   Jeff Schaffer --[(INV) directed_by]--> EuroTrip --[written_by]--> David Mandel
Path (Raw):       Jeff Schaffer --[No Operation]--> Jeff Schaffer --[(INV) directed_by]--> EuroTrip --[written_by]--> David Mandel
Neg LogProb(↓):   0.874772
Path Entropy(↓):  1.069892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie belle
Start Entity:     Belle
Gold Answer:      [['Anand Tucker', 'Zack Snyder', 'Scott Frank', 'Woody Allen']]
Predicted Ans:    Zack Snyder
Predicted Path:   Belle --[starred_actors]--> Matthew Goode --[(INV) starred_actors]--> Watchmen --[directed_by]--> Zack Snyder
Path (Raw):       Belle --[starred_actors]--> Matthew Goode --[(INV) starred_actors]--> Watchmen --[directed_by]--> Zack Snyder
Neg LogProb(↓):   0.010778
Path Entropy(↓):  0.064858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by reb braddock were in which genres
Start Entity:     Reb Braddock
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Reb Braddock --[(INV) written_by]--> Curdled --[has_genre]--> Comedy
Path (Raw):       Reb Braddock --[No Operation]--> Reb Braddock --[(INV) written_by]--> Curdled --[has_genre]--> Comedy
Neg LogProb(↓):   0.025227
Path Entropy(↓):  0.116591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie india song
Start Entity:     India Song
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   India Song --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       India Song --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.227021
Path Entropy(↓):  4.613619
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by umberto lenzi were in which languages
Start Entity:     Umberto Lenzi
Gold Answer:      [['Italian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Umberto Lenzi --[(INV) directed_by]--> Eaten Alive! --[in_language]--> Italian
Path (Raw):       Umberto Lenzi --[No Operation]--> Umberto Lenzi --[(INV) directed_by]--> Eaten Alive! --[in_language]--> Italian
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does lorraine toussaint act in
Start Entity:     Lorraine Toussaint
Gold Answer:      [['Breaking In']]
Predicted Ans:    Breaking In
Predicted Path:   Lorraine Toussaint --[(INV) starred_actors]--> Breaking In --[starred_actors]--> Lorraine Toussaint --[(INV) starred_actors]--> Breaking In
Path (Raw):       Lorraine Toussaint --[(INV) starred_actors]--> Breaking In --[starred_actors]--> Lorraine Toussaint --[(INV) starred_actors]--> Breaking In
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ennio fantastichini were written by who
Start Entity:     Ennio Fantastichini
Gold Answer:      [['Bob Clark', 'Richard Christian Matheson', 'Richard Matheson', 'Ivan Cotroneo']]
Predicted Ans:    Bob Clark
Predicted Path:   Ennio Fantastichini --[(INV) starred_actors]--> Loose Cannons --[written_by]--> Bob Clark
Path (Raw):       Ennio Fantastichini --[No Operation]--> Ennio Fantastichini --[(INV) starred_actors]--> Loose Cannons --[written_by]--> Bob Clark
Neg LogProb(↓):   0.921652
Path Entropy(↓):  1.211757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed hotel
Start Entity:     Hotel
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Hotel --[directed_by]--> Richard Quine --[(INV) directed_by]--> Operation Mad Ball --[has_genre]--> Comedy
Path (Raw):       Hotel --[directed_by]--> Richard Quine --[(INV) directed_by]--> Operation Mad Ball --[has_genre]--> Comedy
Neg LogProb(↓):   1.103337
Path Entropy(↓):  1.795094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the numbers station
Start Entity:     The Numbers Station
Gold Answer:      [['Romance', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Numbers Station --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[has_genre]--> Thriller
Path (Raw):       The Numbers Station --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[has_genre]--> Thriller
Neg LogProb(↓):   0.988173
Path Entropy(↓):  1.579802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film taking sides
Start Entity:     Taking Sides
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1967', '1998', '2009', '2010', '1982', '1973', '2014', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2002', '2013', '1988', '1978', '2000', '1997', '2005', '1991', '1986']]
Predicted Ans:    1995
Predicted Path:   Taking Sides --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Path (Raw):       Taking Sides --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Neg LogProb(↓):   1.633929
Path Entropy(↓):  2.571739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of career opportunities
Start Entity:     Career Opportunities
Gold Answer:      [['George Seaton', 'Wayne Wang', 'Les Mayfield', 'Stephen Herek', 'Brian Levant', 'Raja Gosnell', 'Patrick Read Johnson', 'Peter Faiman', 'Steven Brill', 'Chris Columbus', 'Howard Deutch', 'Nick Castle', 'John Hughes', 'Stan Dragoti', 'Harold Ramis']]
Predicted Ans:    Howard Deutch
Predicted Path:   Career Opportunities --[written_by]--> John Hughes --[(INV) written_by]--> Some Kind of Wonderful --[directed_by]--> Howard Deutch
Path (Raw):       Career Opportunities --[written_by]--> John Hughes --[(INV) written_by]--> Some Kind of Wonderful --[directed_by]--> Howard Deutch
Neg LogProb(↓):   1.478242
Path Entropy(↓):  2.081743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by ouida
Start Entity:     Ouida
Gold Answer:      [['Kevin Brodie']]
Predicted Ans:    Kevin Brodie
Predicted Path:   Ouida --[(INV) written_by]--> A Dog of Flanders --[directed_by]--> Kevin Brodie
Path (Raw):       Ouida --[No Operation]--> Ouida --[(INV) written_by]--> A Dog of Flanders --[directed_by]--> Kevin Brodie
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was bob burden the writer of
Start Entity:     Bob Burden
Gold Answer:      [['Mystery Men']]
Predicted Ans:    Mystery Men
Predicted Path:   Bob Burden --[(INV) written_by]--> Mystery Men --[written_by]--> Bob Burden --[(INV) written_by]--> Mystery Men
Path (Raw):       Bob Burden --[(INV) written_by]--> Mystery Men --[written_by]--> Bob Burden --[(INV) written_by]--> Mystery Men
Neg LogProb(↓):   0.000511
Path Entropy(↓):  0.004386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of svidd neger
Start Entity:     Svidd neger
Gold Answer:      [['Erik Smith Meyer']]
Predicted Ans:    Erik Smith Meyer
Predicted Path:   Svidd neger --[directed_by]--> Erik Smith Meyer --[(INV) directed_by]--> Svidd neger --[directed_by]--> Erik Smith Meyer
Path (Raw):       Svidd neger --[directed_by]--> Erik Smith Meyer --[(INV) directed_by]--> Svidd neger --[directed_by]--> Erik Smith Meyer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by lana clarkson
Start Entity:     Lana Clarkson
Gold Answer:      [['Howard R. Cohen', 'Nico Mastorakis']]
Predicted Ans:    Nico Mastorakis
Predicted Path:   Lana Clarkson --[(INV) starred_actors]--> Blind Date --[written_by]--> Nico Mastorakis
Path (Raw):       Lana Clarkson --[No Operation]--> Lana Clarkson --[(INV) starred_actors]--> Blind Date --[written_by]--> Nico Mastorakis
Neg LogProb(↓):   0.009788
Path Entropy(↓):  0.058054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Youssef chahine appears in which movies
Start Entity:     Youssef Chahine
Gold Answer:      [['Cairo Station']]
Predicted Ans:    Youssef Chahine
Predicted Path:   Youssef Chahine --[(INV) starred_actors]--> Cairo Station --[starred_actors]--> Youssef Chahine
Path (Raw):       Youssef Chahine --[No Operation]--> Youssef Chahine --[(INV) starred_actors]--> Cairo Station --[starred_actors]--> Youssef Chahine
Neg LogProb(↓):   0.498355
Path Entropy(↓):  0.670577
Gold Hop Count:   1
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did mary gross act in
Start Entity:     Mary Gross
Gold Answer:      [['Troop Beverly Hills', 'Feds']]
Predicted Ans:    Guilty as Sin
Predicted Path:   Mary Gross --[(INV) starred_actors]--> Feds --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Guilty as Sin
Path (Raw):       Mary Gross --[(INV) starred_actors]--> Feds --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Guilty as Sin
Neg LogProb(↓):   0.016064
Path Entropy(↓):  0.104029
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the director john mackenzie
Start Entity:     John Mackenzie
Gold Answer:      [['Danny Aiello', 'Sherilyn Fenn', 'Brian Dennehy', 'Joe Pantoliano']]
Predicted Ans:    Ruby
Predicted Path:   John Mackenzie --[(INV) directed_by]--> Ruby --[directed_by]--> John Mackenzie --[(INV) directed_by]--> Ruby
Path (Raw):       John Mackenzie --[(INV) directed_by]--> Ruby --[directed_by]--> John Mackenzie --[(INV) directed_by]--> Ruby
Neg LogProb(↓):   0.505561
Path Entropy(↓):  0.737592
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film written by jaco van dormael
Start Entity:     Jaco Van Dormael
Gold Answer:      [['The Eighth Day', 'Mr. Nobody', 'Toto the Hero']]
Predicted Ans:    The Eighth Day
Predicted Path:   Jaco Van Dormael --[(INV) written_by]--> The Eighth Day --[written_by]--> Jaco Van Dormael --[(INV) written_by]--> The Eighth Day
Path (Raw):       Jaco Van Dormael --[(INV) written_by]--> The Eighth Day --[written_by]--> Jaco Van Dormael --[(INV) written_by]--> The Eighth Day
Neg LogProb(↓):   0.128793
Path Entropy(↓):  0.407947
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jerry jameson starred who
Start Entity:     Jerry Jameson
Gold Answer:      [['Jack Lemmon', 'Richard Yniguez', 'Joseph Cotten', 'Stewart Moss', 'Marianne McAndrew', 'Kurt Russell', 'David Selby', 'Anne Archer', 'Jason Robards', 'Richard Jordan']]
Predicted Ans:    Kurt Russell
Predicted Path:   Jerry Jameson --[(INV) directed_by]--> The Deadly Tower --[starred_actors]--> Kurt Russell
Path (Raw):       Jerry Jameson --[No Operation]--> Jerry Jameson --[(INV) directed_by]--> The Deadly Tower --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.995800
Path Entropy(↓):  1.131748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie metallica through the never in a few words
Start Entity:     Metallica Through the Never
Gold Answer:      [['metallica']]
Predicted Ans:    metallica
Predicted Path:   Metallica Through the Never --[has_tags]--> metallica --[(INV) has_tags]--> Metallica Through the Never --[has_tags]--> metallica
Path (Raw):       Metallica Through the Never --[has_tags]--> metallica --[(INV) has_tags]--> Metallica Through the Never --[has_tags]--> metallica
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of pitfall were directed by who
Start Entity:     Pitfall
Gold Answer:      [['Edmund Goulding', 'Arthur Lubin', 'Otto Preminger']]
Predicted Ans:    André De Toth
Predicted Path:   Pitfall --[written_by]--> Jay Dratler --[(INV) written_by]--> Pitfall --[directed_by]--> André De Toth
Path (Raw):       Pitfall --[written_by]--> Jay Dratler --[(INV) written_by]--> Pitfall --[directed_by]--> André De Toth
Neg LogProb(↓):   0.126166
Path Entropy(↓):  0.445894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by lisa moore were released in which years
Start Entity:     Lisa Moore
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Lisa Moore --[(INV) starred_actors]--> Hit Man --[release_year]--> 1972
Path (Raw):       Lisa Moore --[No Operation]--> Lisa Moore --[(INV) starred_actors]--> Hit Man --[release_year]--> 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the pleasure seekers
Start Entity:     The Pleasure Seekers
Gold Answer:      [['French', 'English', 'Greek', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Pleasure Seekers --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       The Pleasure Seekers --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   0.347584
Path Entropy(↓):  0.605964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of rose marie
Start Entity:     Rose Marie
Gold Answer:      [['Phil Silvers', 'Judy Lynn']]
Predicted Ans:    Phil Silvers
Predicted Path:   Rose Marie --[(INV) starred_actors]--> Top Banana --[starred_actors]--> Phil Silvers
Path (Raw):       Rose Marie --[No Operation]--> Rose Marie --[(INV) starred_actors]--> Top Banana --[starred_actors]--> Phil Silvers
Neg LogProb(↓):   0.152440
Path Entropy(↓):  0.487163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by chris cooper in
Start Entity:     Chris Cooper
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Mystery']]
Predicted Ans:    Action
Predicted Path:   Chris Cooper --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Path (Raw):       Chris Cooper --[No Operation]--> Chris Cooper --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Neg LogProb(↓):   0.206566
Path Entropy(↓):  0.574989
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the anderson tapes
Start Entity:     The Anderson Tapes
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Anderson Tapes --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Thunderball --[has_genre]--> Action
Path (Raw):       The Anderson Tapes --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Thunderball --[has_genre]--> Action
Neg LogProb(↓):   0.928353
Path Entropy(↓):  2.191365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by david anthony higgins
Start Entity:     David Anthony Higgins
Gold Answer:      [['Jennifer Tilly', 'Joe Flaherty', 'Dave Foley']]
Predicted Ans:    Jennifer Tilly
Predicted Path:   David Anthony Higgins --[(INV) written_by]--> The Wrong Guy --[starred_actors]--> Jennifer Tilly
Path (Raw):       David Anthony Higgins --[No Operation]--> David Anthony Higgins --[(INV) written_by]--> The Wrong Guy --[starred_actors]--> Jennifer Tilly
Neg LogProb(↓):   0.314363
Path Entropy(↓):  0.784050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by vacuuming completely nude in paradise actors
Start Entity:     Vacuuming Completely Nude in Paradise
Gold Answer:      [['David Keating', 'Harley Cokeliss', 'Kevin Lima', 'Mike Leigh', 'Julian Fellowes', 'Simon Aboud']]
Predicted Ans:    Mike Leigh
Predicted Path:   Vacuuming Completely Nude in Paradise --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Mr. Turner --[directed_by]--> Mike Leigh
Path (Raw):       Vacuuming Completely Nude in Paradise --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Mr. Turner --[directed_by]--> Mike Leigh
Neg LogProb(↓):   0.177721
Path Entropy(↓):  0.558472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by half light actors
Start Entity:     Half Light
Gold Answer:      [['Jerry Zucker', 'William Dieterle', 'Emilio Estevez', 'Adrian Lyne', 'Roland Joffé', 'Jean Delannoy', 'Barry Levinson', 'Alain Berliner', 'Sam Levinson', 'Kirk Wise', 'Jerry Schatzberg', 'Alan Rudolph', 'Mitchell Lichtenstein', 'Michael Curtiz', 'Ridley Scott', 'Wim Wenders', 'Joel Schumacher', 'Victor Sjöström', 'Neil Jordan', 'Bruce A. Evans', 'Andrew Bergman', 'Brian Gibson', 'Gary Trousdale', 'Michael Radford', 'Derrick Borte', 'Rob Reiner']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Half Light --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[directed_by]--> Joel Schumacher
Path (Raw):       Half Light --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[directed_by]--> Joel Schumacher
Neg LogProb(↓):   0.980062
Path Entropy(↓):  1.437041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the turn of the screw fall under
Start Entity:     The Turn of the Screw
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Turn of the Screw --[written_by]--> Henry James --[(INV) written_by]--> The Golden Bowl --[has_genre]--> Drama
Path (Raw):       The Turn of the Screw --[written_by]--> Henry James --[(INV) written_by]--> The Golden Bowl --[has_genre]--> Drama
Neg LogProb(↓):   0.060341
Path Entropy(↓):  0.283372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by paul douglas
Start Entity:     Paul Douglas
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Douglas --[(INV) starred_actors]--> This Could Be the Night --[has_genre]--> Comedy
Path (Raw):       Paul Douglas --[No Operation]--> Paul Douglas --[(INV) starred_actors]--> This Could Be the Night --[has_genre]--> Comedy
Neg LogProb(↓):   0.995219
Path Entropy(↓):  0.818594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by axel corti fall under
Start Entity:     Axel Corti
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Axel Corti --[(INV) directed_by]--> The King's Whore --[has_genre]--> Drama
Path (Raw):       Axel Corti --[No Operation]--> Axel Corti --[(INV) directed_by]--> The King's Whore --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by jalla! jalla! actors
Start Entity:     Jalla! Jalla!
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   Jalla! Jalla! --[starred_actors]--> Fares Fares --[(INV) starred_actors]--> Kopps --[in_language]--> Swedish
Path (Raw):       Jalla! Jalla! --[starred_actors]--> Fares Fares --[(INV) starred_actors]--> Kopps --[in_language]--> Swedish
Neg LogProb(↓):   0.492800
Path Entropy(↓):  0.819471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote uprising
Start Entity:     Uprising
Gold Answer:      [['1983', '1990']]
Predicted Ans:    1990
Predicted Path:   Uprising --[written_by]--> Paul Brickman --[(INV) written_by]--> Men Don't Leave --[release_year]--> 1990
Path (Raw):       Uprising --[written_by]--> Paul Brickman --[(INV) written_by]--> Men Don't Leave --[release_year]--> 1990
Neg LogProb(↓):   0.681028
Path Entropy(↓):  1.217948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by freeloaders actors
Start Entity:     Freeloaders
Gold Answer:      [['Jeff Buhler', 'Stuart Gordon', 'Charles de Lauzirika', 'Rob Sitch']]
Predicted Ans:    Jeff Buhler
Predicted Path:   Freeloaders --[starred_actors]--> Kevin Sussman --[(INV) starred_actors]--> Insanitarium --[directed_by]--> Jeff Buhler
Path (Raw):       Freeloaders --[starred_actors]--> Kevin Sussman --[(INV) starred_actors]--> Insanitarium --[directed_by]--> Jeff Buhler
Neg LogProb(↓):   0.016371
Path Entropy(↓):  0.089839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the black cat
Start Entity:     The Black Cat
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   The Black Cat --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Path (Raw):       The Black Cat --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Neg LogProb(↓):   1.469945
Path Entropy(↓):  2.417874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by mike hodges released
Start Entity:     Mike Hodges
Gold Answer:      [['1998', '1980', '2000', '1972', '1971', '2003', '1989', '1985', '1987', '1974']]
Predicted Ans:    1987
Predicted Path:   Mike Hodges --[(INV) directed_by]--> A Prayer for the Dying --[release_year]--> 1987
Path (Raw):       Mike Hodges --[No Operation]--> Mike Hodges --[(INV) directed_by]--> A Prayer for the Dying --[release_year]--> 1987
Neg LogProb(↓):   0.481151
Path Entropy(↓):  1.316967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie five minutes to live are written by who
Start Entity:     Five Minutes to Live
Gold Answer:      [['Margaret Anne Barnes', 'Jonathan Holiff']]
Predicted Ans:    Jonathan Holiff
Predicted Path:   Five Minutes to Live --[starred_actors]--> Johnny Cash --[(INV) starred_actors]--> My Father and the Man in Black --[written_by]--> Jonathan Holiff
Path (Raw):       Five Minutes to Live --[starred_actors]--> Johnny Cash --[(INV) starred_actors]--> My Father and the Man in Black --[written_by]--> Jonathan Holiff
Neg LogProb(↓):   0.008251
Path Entropy(↓):  0.050991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie 10 to midnight were released in which years
Start Entity:     10 to Midnight
Gold Answer:      [['1970', '1992', '1985', '1967', '1979', '1974', '1984', '1977', '1968', '1982', '1976', '1972', '1989', '1981', '1961', '2011', '1988', '1978', '1975', '1966', '1960', '1987', '1986', '1958']]
Predicted Ans:    1968
Predicted Path:   10 to Midnight --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       10 to Midnight --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.453613
Path Entropy(↓):  1.532510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in come undone
Start Entity:     Come Undone
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Come Undone --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Come Undone --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.301275
Path Entropy(↓):  2.441182
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is the devil came on horseback
Start Entity:     The Devil Came on Horseback
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Devil Came on Horseback --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       The Devil Came on Horseback --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.676843
Path Entropy(↓):  3.948528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie paris 36
Start Entity:     Paris 36
Gold Answer:      [['Christophe Barratier']]
Predicted Ans:    Christophe Barratier
Predicted Path:   Paris 36 --[directed_by]--> Christophe Barratier --[(INV) directed_by]--> The Chorus --[directed_by]--> Christophe Barratier
Path (Raw):       Paris 36 --[directed_by]--> Christophe Barratier --[(INV) directed_by]--> The Chorus --[directed_by]--> Christophe Barratier
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor kelly lin acted together with who
Start Entity:     Kelly Lin
Gold Answer:      [['Michael Madsen', 'Simon Yam', 'Asia Argento', 'Carl Ng']]
Predicted Ans:    Michael Madsen
Predicted Path:   Kelly Lin --[(INV) starred_actors]--> Boarding Gate --[starred_actors]--> Michael Madsen
Path (Raw):       Kelly Lin --[No Operation]--> Kelly Lin --[(INV) starred_actors]--> Boarding Gate --[starred_actors]--> Michael Madsen
Neg LogProb(↓):   0.018609
Path Entropy(↓):  0.093110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the dark knight rises
Start Entity:     The Dark Knight Rises
Gold Answer:      [['William Dieterle', 'Alex Proyas', 'Robert Mandel', 'Stuart Orme', 'Christopher Nolan', 'David S. Goyer', 'Ole Bornedal', 'Stephen Norrington', 'Zack Snyder', 'Guillermo del Toro']]
Predicted Ans:    David S. Goyer
Predicted Path:   The Dark Knight Rises --[written_by]--> David S. Goyer --[(INV) written_by]--> The Unborn --[directed_by]--> David S. Goyer
Path (Raw):       The Dark Knight Rises --[written_by]--> David S. Goyer --[(INV) written_by]--> The Unborn --[directed_by]--> David S. Goyer
Neg LogProb(↓):   0.394674
Path Entropy(↓):  0.724032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by winston graham
Start Entity:     Winston Graham
Gold Answer:      [['Eric Till', 'Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Winston Graham --[(INV) written_by]--> Marnie --[directed_by]--> Alfred Hitchcock
Path (Raw):       Winston Graham --[No Operation]--> Winston Graham --[(INV) written_by]--> Marnie --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.002263
Path Entropy(↓):  0.016032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by richard white were released in which years
Start Entity:     Richard White
Gold Answer:      [['1946', '2014', '2009', '1991']]
Predicted Ans:    2014
Predicted Path:   Richard White --[(INV) starred_actors]--> Beauty and the Beast --[release_year]--> 2014
Path (Raw):       Richard White --[No Operation]--> Richard White --[(INV) starred_actors]--> Beauty and the Beast --[release_year]--> 2014
Neg LogProb(↓):   0.795192
Path Entropy(↓):  1.212968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of face to face
Start Entity:     Face to Face
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Cary Grant', 'Robert Montgomery', 'Tallulah Bankhead', 'Bibi Andersson', 'Viggo Mortensen', 'Elizabeth Taylor', 'Liv Ullmann', 'Ingrid Bergman', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Michael Fassbender', 'Bengt Ekerot', 'Gunnel Lindblom', 'Lena Nyman', 'Katharine Isabelle', 'Diana Rigg', 'Len Cariou']]
Predicted Ans:    Liv Ullmann
Predicted Path:   Face to Face --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Path (Raw):       Face to Face --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Neg LogProb(↓):   0.718703
Path Entropy(↓):  1.217076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the trouble with angels
Start Entity:     The Trouble with Angels
Gold Answer:      [['ida lupino', 'nuns']]
Predicted Ans:    ida lupino
Predicted Path:   The Trouble with Angels --[has_tags]--> ida lupino --[(INV) has_tags]--> The Hitch-Hiker --[has_tags]--> ida lupino
Path (Raw):       The Trouble with Angels --[has_tags]--> ida lupino --[(INV) has_tags]--> The Hitch-Hiker --[has_tags]--> ida lupino
Neg LogProb(↓):   0.007077
Path Entropy(↓):  0.049754
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed a cinderella story
Start Entity:     A Cinderella Story
Gold Answer:      [['Mark Rosman', 'Gina Wendkos']]
Predicted Ans:    Gina Wendkos
Predicted Path:   A Cinderella Story --[directed_by]--> Mark Rosman --[(INV) directed_by]--> The Perfect Man --[written_by]--> Gina Wendkos
Path (Raw):       A Cinderella Story --[directed_by]--> Mark Rosman --[(INV) directed_by]--> The Perfect Man --[written_by]--> Gina Wendkos
Neg LogProb(↓):   0.001399
Path Entropy(↓):  0.011649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the our beloved month of august director
Start Entity:     Our Beloved Month of August
Gold Answer:      [['Miguel Gomes']]
Predicted Ans:    Miguel Gomes
Predicted Path:   Our Beloved Month of August --[directed_by]--> Miguel Gomes --[(INV) directed_by]--> Our Beloved Month of August --[written_by]--> Miguel Gomes
Path (Raw):       Our Beloved Month of August --[directed_by]--> Miguel Gomes --[(INV) directed_by]--> Our Beloved Month of August --[written_by]--> Miguel Gomes
Neg LogProb(↓):   0.569727
Path Entropy(↓):  0.685040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of the wet parade starred who
Start Entity:     The Wet Parade
Gold Answer:      [['Judy Garland', 'Van Johnson', 'Chiwetel Ejiofor', 'Hilary Swank', 'Lana Turner', 'Myrna Loy', 'Fredric March', 'Vivien Leigh', 'Eugene Pallette', 'Percy Marmont', 'Ernest Torrence', 'Ingrid Bergman', 'Lionel Barrymore', 'Franchot Tone', 'Hedy Lamarr', 'Donald Crisp', 'Luise Rainer', 'John Barrymore', 'Lee Tracy', 'John Garfield', 'Clara Bow', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Paul Muni', 'Ray Bolger', 'Spencer Tracy', 'Irene Dunne', 'Mary Astor', 'Bert Lahr']]
Predicted Ans:    Ingrid Bergman
Predicted Path:   The Wet Parade --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman
Path (Raw):       The Wet Parade --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman
Neg LogProb(↓):   0.867582
Path Entropy(↓):  2.115342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the pursuit of happyness are directed by who
Start Entity:     The Pursuit of Happyness
Gold Answer:      [['Gabriele Muccino', 'Michael Mann', 'John Requa', 'Glenn Ficarra', 'Aleksi Mäkelä', 'Harald Zwart', 'Tony Scott', 'Rick Rosenthal', 'Alex Proyas', 'Roland Emmerich', 'Richard Benjamin', 'Robert Redford', 'Michael Bay', 'Barry Sonnenfeld', 'Peter Berg', 'Andy Tennant', 'John G. Avildsen', 'Francis Lawrence', 'M. Night Shyamalan']]
Predicted Ans:    Barry Sonnenfeld
Predicted Path:   The Pursuit of Happyness --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[directed_by]--> Barry Sonnenfeld
Path (Raw):       The Pursuit of Happyness --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[directed_by]--> Barry Sonnenfeld
Neg LogProb(↓):   0.600880
Path Entropy(↓):  1.727286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of red road
Start Entity:     Red Road
Gold Answer:      [['Andrea Arnold']]
Predicted Ans:    Andrea Arnold
Predicted Path:   Red Road --[written_by]--> Andrea Arnold --[(INV) written_by]--> Red Road --[written_by]--> Andrea Arnold
Path (Raw):       Red Road --[written_by]--> Andrea Arnold --[(INV) written_by]--> Red Road --[written_by]--> Andrea Arnold
Neg LogProb(↓):   0.004312
Path Entropy(↓):  0.027763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the beast of the city
Start Entity:     The Beast of the City
Gold Answer:      [['John Lee Mahin', 'W.R. Burnett']]
Predicted Ans:    W.R. Burnett
Predicted Path:   The Beast of the City --[written_by]--> W.R. Burnett --[(INV) written_by]--> Nobody Lives Forever --[written_by]--> W.R. Burnett
Path (Raw):       The Beast of the City --[written_by]--> W.R. Burnett --[(INV) written_by]--> Nobody Lives Forever --[written_by]--> W.R. Burnett
Neg LogProb(↓):   0.002893
Path Entropy(↓):  0.022486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by one - trick pony actors
Start Entity:     One-Trick Pony
Gold Answer:      [['Sidney Lumet', 'Don Siegel', 'Nicolas Roeg', 'Ken Russell', 'Daryl Duke', 'Michael Apted', 'Lewis Milestone', 'Ira Sachs', 'William Tannen', 'Herbert Ross', 'Jerry Schatzberg', 'Milton Moses Ginsberg', 'Cornel Wilde', 'Alan Rudolph', 'Don Coscarelli', 'Michael Crichton', 'Glenn Jordan', 'Burt Kennedy']]
Predicted Ans:    Cornel Wilde
Predicted Path:   One-Trick Pony --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[directed_by]--> Cornel Wilde
Path (Raw):       One-Trick Pony --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[directed_by]--> Cornel Wilde
Neg LogProb(↓):   0.086848
Path Entropy(↓):  0.338223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of eve's bayou
Start Entity:     Eve's Bayou
Gold Answer:      [['2001', '2013']]
Predicted Ans:    1997
Predicted Path:   Eve's Bayou --[directed_by]--> Kasi Lemmons --[(INV) directed_by]--> Eve's Bayou --[release_year]--> 1997
Path (Raw):       Eve's Bayou --[directed_by]--> Kasi Lemmons --[(INV) directed_by]--> Eve's Bayou --[release_year]--> 1997
Neg LogProb(↓):   0.494323
Path Entropy(↓):  0.807868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who in the world wrote volver
Start Entity:     Volver
Gold Answer:      [['Pedro Almodóvar']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Volver --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Kika --[written_by]--> Pedro Almodóvar
Path (Raw):       Volver --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Kika --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.579786
Path Entropy(↓):  1.208529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie palestine is still the issue
Start Entity:     Palestine Is Still the Issue
Gold Answer:      [['2001', '2007', '2004']]
Predicted Ans:    2004
Predicted Path:   Palestine Is Still the Issue --[written_by]--> John Pilger --[(INV) written_by]--> Stealing a Nation --[release_year]--> 2004
Path (Raw):       Palestine Is Still the Issue --[written_by]--> John Pilger --[(INV) written_by]--> Stealing a Nation --[release_year]--> 2004
Neg LogProb(↓):   0.775588
Path Entropy(↓):  1.055506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by benny goodman in
Start Entity:     Benny Goodman
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Benny Goodman --[(INV) starred_actors]--> A Song Is Born --[has_genre]--> Musical
Path (Raw):       Benny Goodman --[No Operation]--> Benny Goodman --[(INV) starred_actors]--> A Song Is Born --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with dick haymes
Start Entity:     Dick Haymes
Gold Answer:      [['Jeanne Crain', 'Dana Andrews', 'Will Rogers', 'Vivian Blaine', 'Lew Ayres', 'Janet Gaynor']]
Predicted Ans:    Lew Ayres
Predicted Path:   Dick Haymes --[(INV) starred_actors]--> State Fair --[starred_actors]--> Lew Ayres
Path (Raw):       Dick Haymes --[No Operation]--> Dick Haymes --[(INV) starred_actors]--> State Fair --[starred_actors]--> Lew Ayres
Neg LogProb(↓):   0.063318
Path Entropy(↓):  0.285356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the iron giant director
Start Entity:     The Iron Giant
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Iron Giant --[directed_by]--> Brad Bird --[(INV) directed_by]--> Ratatouille --[in_language]--> French
Path (Raw):       The Iron Giant --[directed_by]--> Brad Bird --[(INV) directed_by]--> Ratatouille --[in_language]--> French
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was danny wallace a writer on
Start Entity:     Danny Wallace
Gold Answer:      [['Yes Man']]
Predicted Ans:    Yes Man
Predicted Path:   Danny Wallace --[(INV) written_by]--> Yes Man --[written_by]--> Danny Wallace --[(INV) written_by]--> Yes Man
Path (Raw):       Danny Wallace --[(INV) written_by]--> Yes Man --[written_by]--> Danny Wallace --[(INV) written_by]--> Yes Man
Neg LogProb(↓):   0.751896
Path Entropy(↓):  0.890108
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by paolo rotondo were written by who
Start Entity:     Paolo Rotondo
Gold Answer:      [['Scott Reynolds']]
Predicted Ans:    Scott Reynolds
Predicted Path:   Paolo Rotondo --[(INV) starred_actors]--> The Ugly --[written_by]--> Scott Reynolds
Path (Raw):       Paolo Rotondo --[No Operation]--> Paolo Rotondo --[(INV) starred_actors]--> The Ugly --[written_by]--> Scott Reynolds
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of mansfield park is also the director of which movies
Start Entity:     Mansfield Park
Gold Answer:      [['When Night Is Falling']]
Predicted Ans:    Mansfield Park
Predicted Path:   Mansfield Park --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park
Path (Raw):       Mansfield Park --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park --[No Operation]--> Mansfield Park
Neg LogProb(↓):   0.011417
Path Entropy(↓):  0.070197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by the director of doodlebug
Start Entity:     Doodlebug
Gold Answer:      [['Christopher Priest', 'Christopher Nolan', 'David S. Goyer', 'Jonathan Nolan', 'Nikolaj Frobenius', 'Erik Skjoldbjærg']]
Predicted Ans:    David S. Goyer
Predicted Path:   Doodlebug --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> The Dark Knight Rises --[written_by]--> David S. Goyer
Path (Raw):       Doodlebug --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> The Dark Knight Rises --[written_by]--> David S. Goyer
Neg LogProb(↓):   0.548913
Path Entropy(↓):  1.343146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the one
Start Entity:     The One
Gold Answer:      [['Ali Larter', 'Devon Sawa', 'Kerr Smith']]
Predicted Ans:    Devon Sawa
Predicted Path:   The One --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination --[starred_actors]--> Devon Sawa
Path (Raw):       The One --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination --[starred_actors]--> Devon Sawa
Neg LogProb(↓):   0.005357
Path Entropy(↓):  0.034138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of notes on a scandal
Start Entity:     Notes on a Scandal
Gold Answer:      [['2008', '1972', '2005', '2004']]
Predicted Ans:    2004
Predicted Path:   Notes on a Scandal --[written_by]--> Patrick Marber --[(INV) written_by]--> Closer --[release_year]--> 2004
Path (Raw):       Notes on a Scandal --[written_by]--> Patrick Marber --[(INV) written_by]--> Closer --[release_year]--> 2004
Neg LogProb(↓):   0.342525
Path Entropy(↓):  0.704394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie old dogs
Start Entity:     Old Dogs
Gold Answer:      [['Robin Williams', 'Kelly Preston', 'John Travolta']]
Predicted Ans:    John Travolta
Predicted Path:   Old Dogs --[starred_actors]--> John Travolta --[(INV) starred_actors]--> The General's Daughter --[starred_actors]--> John Travolta
Path (Raw):       Old Dogs --[starred_actors]--> John Travolta --[(INV) starred_actors]--> The General's Daughter --[starred_actors]--> John Travolta
Neg LogProb(↓):   1.201811
Path Entropy(↓):  0.612920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie my architect, when was it released
Start Entity:     My Architect
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   My Architect --[release_year]--> 2003 --[(INV) release_year]--> Freddy vs. Jason --[release_year]--> 2003
Path (Raw):       My Architect --[release_year]--> 2003 --[(INV) release_year]--> Freddy vs. Jason --[release_year]--> 2003
Neg LogProb(↓):   3.589050
Path Entropy(↓):  4.785416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with fatal attraction in
Start Entity:     Fatal Attraction
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Fatal Attraction --[directed_by]--> Adrian Lyne --[(INV) directed_by]--> Lolita --[in_language]--> English
Path (Raw):       Fatal Attraction --[directed_by]--> Adrian Lyne --[(INV) directed_by]--> Lolita --[in_language]--> English
Neg LogProb(↓):   0.734846
Path Entropy(↓):  0.863819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in erik poppe directed films
Start Entity:     Erik Poppe
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Erik Poppe --[(INV) directed_by]--> Hawaii, Oslo --[in_language]--> Norwegian
Path (Raw):       Erik Poppe --[No Operation]--> Erik Poppe --[(INV) directed_by]--> Hawaii, Oslo --[in_language]--> Norwegian
Neg LogProb(↓):   0.286761
Path Entropy(↓):  0.561577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed a good man in africa
Start Entity:     A Good Man in Africa
Gold Answer:      [['Bruce Beresford']]
Predicted Ans:    Bruce Beresford
Predicted Path:   A Good Man in Africa --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[directed_by]--> Bruce Beresford
Path (Raw):       A Good Man in Africa --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[directed_by]--> Bruce Beresford
Neg LogProb(↓):   0.526368
Path Entropy(↓):  0.876770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by jeff anderson in
Start Entity:     Jeff Anderson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jeff Anderson --[(INV) directed_by]--> Now You Know --[has_genre]--> Comedy
Path (Raw):       Jeff Anderson --[No Operation]--> Jeff Anderson --[(INV) directed_by]--> Now You Know --[has_genre]--> Comedy
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was don carlos dunaway a writer on
Start Entity:     Don Carlos Dunaway
Gold Answer:      [['Cujo']]
Predicted Ans:    Cujo
Predicted Path:   Don Carlos Dunaway --[(INV) written_by]--> Cujo --[written_by]--> Don Carlos Dunaway --[(INV) written_by]--> Cujo
Path (Raw):       Don Carlos Dunaway --[(INV) written_by]--> Cujo --[written_by]--> Don Carlos Dunaway --[(INV) written_by]--> Cujo
Neg LogProb(↓):   0.049060
Path Entropy(↓):  0.201849
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie animal factory were released in which years
Start Entity:     Animal Factory
Gold Answer:      [['1996', '2005', '2007']]
Predicted Ans:    2000
Predicted Path:   Animal Factory --[directed_by]--> Steve Buscemi --[(INV) directed_by]--> Animal Factory --[release_year]--> 2000
Path (Raw):       Animal Factory --[directed_by]--> Steve Buscemi --[(INV) directed_by]--> Animal Factory --[release_year]--> 2000
Neg LogProb(↓):   0.353320
Path Entropy(↓):  0.767351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of my house in umbria
Start Entity:     My House in Umbria
Gold Answer:      [['Paul Bettany', 'Michael Sheen', 'Logan Lerman', 'Harrison Ford', 'Renée Zellweger', 'Michael Palin', 'Kirsten Dunst']]
Predicted Ans:    Michael Palin
Predicted Path:   My House in Umbria --[directed_by]--> Richard Loncraine --[(INV) directed_by]--> The Missionary --[starred_actors]--> Michael Palin
Path (Raw):       My House in Umbria --[directed_by]--> Richard Loncraine --[(INV) directed_by]--> The Missionary --[starred_actors]--> Michael Palin
Neg LogProb(↓):   0.695517
Path Entropy(↓):  0.784257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of clint howard starred movies
Start Entity:     Clint Howard
Gold Answer:      [['David Dobkin', 'Allan Arkush', 'Sven Davison']]
Predicted Ans:    Allan Arkush
Predicted Path:   Clint Howard --[(INV) starred_actors]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Path (Raw):       Clint Howard --[No Operation]--> Clint Howard --[(INV) starred_actors]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the company of wolves
Start Entity:     The Company of Wolves
Gold Answer:      [['Samson Raphaelson', 'Guy Bolton', 'David Leland', 'Graham Greene', 'Neil Jordan', 'Melchior Lengyel', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Elizabeth Taylor', 'Albert Husson', 'Ranald MacDougall']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   The Company of Wolves --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Angel --[written_by]--> Samson Raphaelson
Path (Raw):       The Company of Wolves --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Angel --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   1.217889
Path Entropy(↓):  2.530153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of tooth fairy also starred in which films
Start Entity:     Tooth Fairy
Gold Answer:      [['Dolphin Tale', 'Get Smart', 'Empire State', 'Hercules', 'Kiss the Girls', 'Divergent', 'Ruby in Paradise', 'Flypaper', 'Come Early Morning', 'Race to Witch Mountain', 'Where the Heart Is', 'The Passion of Darkly Noon', 'Dolphin Tale 2', 'Planet 51', 'Faster', 'Double Jeopardy', 'High Crimes', 'Snitch', 'The Locusts', 'Normal Life', 'Helen', 'Eye of the Beholder', 'Simon Birch', 'Bug', 'Twisted']]
Predicted Ans:    The Passion of Darkly Noon
Predicted Path:   Tooth Fairy --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon
Path (Raw):       Tooth Fairy --[starred_actors]--> Ashley Judd --[No Operation]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon
Neg LogProb(↓):   0.560045
Path Entropy(↓):  1.105219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the wedding director
Start Entity:     The Wedding Director
Gold Answer:      [['Marco Bellocchio']]
Predicted Ans:    Marco Bellocchio
Predicted Path:   The Wedding Director --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Vincere --[written_by]--> Marco Bellocchio
Path (Raw):       The Wedding Director --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Vincere --[written_by]--> Marco Bellocchio
Neg LogProb(↓):   0.020927
Path Entropy(↓):  0.111854
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film school ties were in which genres
Start Entity:     School Ties
Gold Answer:      [['Adventure', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   School Ties --[directed_by]--> Robert Mandel --[(INV) directed_by]--> School Ties --[has_genre]--> Drama
Path (Raw):       School Ties --[directed_by]--> Robert Mandel --[(INV) directed_by]--> School Ties --[has_genre]--> Drama
Neg LogProb(↓):   0.744667
Path Entropy(↓):  0.692412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by abhishek sharma
Start Entity:     Abhishek Sharma
Gold Answer:      [['Ali Zafar', 'Pradhuman Singh']]
Predicted Ans:    Tere Bin Laden
Predicted Path:   Abhishek Sharma --[(INV) directed_by]--> Tere Bin Laden --[directed_by]--> Abhishek Sharma --[(INV) directed_by]--> Tere Bin Laden
Path (Raw):       Abhishek Sharma --[(INV) directed_by]--> Tere Bin Laden --[directed_by]--> Abhishek Sharma --[(INV) directed_by]--> Tere Bin Laden
Neg LogProb(↓):   0.055670
Path Entropy(↓):  0.223279
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by driven writers
Start Entity:     Driven
Gold Answer:      [['Burmese']]
Predicted Ans:    Burmese
Predicted Path:   Driven --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[in_language]--> Burmese
Path (Raw):       Driven --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[in_language]--> Burmese
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie foodfight!
Start Entity:     Foodfight!
Gold Answer:      [['Jeffrey Konvitz', 'John Fusco', 'Emilio Estevez', 'Pat Proft', 'David S. Ward', 'John Milius', 'Roman Coppola', 'David Seltzer', 'Oliver Stone', 'Jeff Lowell', 'Jonathan Glatzer', 'Gina Wendkos', 'Gerald Petievich', 'Boaz Yakin', 'Michael Winner', 'Preston A. Whitmore II', 'Kevin Reynolds', 'Jim Abrahams', 'George MacDonald Fraser', 'David Loughery', 'Dick Wolf', 'Elmore Leonard', 'Mark Polish', 'David McCumber', 'Scott Spiegel', 'Jeremy Passmore', 'David Twohy', 'Gordon Weaver', 'Carl Ellsworth']]
Predicted Ans:    David Twohy
Predicted Path:   Foodfight! --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       Foodfight! --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.153445
Path Entropy(↓):  0.635189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by stephen peters
Start Entity:     Stephen Peters
Gold Answer:      [['Steven Hilliard Stern']]
Predicted Ans:    Steven Hilliard Stern
Predicted Path:   Stephen Peters --[(INV) written_by]--> The Park Is Mine --[directed_by]--> Steven Hilliard Stern
Path (Raw):       Stephen Peters --[No Operation]--> Stephen Peters --[(INV) written_by]--> The Park Is Mine --[directed_by]--> Steven Hilliard Stern
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in iris
Start Entity:     Iris
Gold Answer:      [['Biography', 'Drama', 'Animation', 'Comedy', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Iris --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Path (Raw):       Iris --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Neg LogProb(↓):   0.813868
Path Entropy(↓):  1.726986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by heath ledger in
Start Entity:     Heath Ledger
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[has_genre]--> Adventure
Path (Raw):       Heath Ledger --[No Operation]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[has_genre]--> Adventure
Neg LogProb(↓):   0.461601
Path Entropy(↓):  0.716235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by pascal lamorisse
Start Entity:     Pascal Lamorisse
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Pascal Lamorisse --[(INV) starred_actors]--> The Red Balloon --[in_language]--> French
Path (Raw):       Pascal Lamorisse --[No Operation]--> Pascal Lamorisse --[(INV) starred_actors]--> The Red Balloon --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film lady in a cage
Start Entity:     Lady in a Cage
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Lady in a Cage --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Lady in a Cage --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.655452
Path Entropy(↓):  3.125505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in donkey punch
Start Entity:     Donkey Punch
Gold Answer:      [['Sian Breckin', 'Tom Burke', 'Nichola Burley']]
Predicted Ans:    Nichola Burley
Predicted Path:   Donkey Punch --[starred_actors]--> Nichola Burley --[(INV) starred_actors]--> Donkey Punch --[starred_actors]--> Nichola Burley
Path (Raw):       Donkey Punch --[starred_actors]--> Nichola Burley --[(INV) starred_actors]--> Donkey Punch --[starred_actors]--> Nichola Burley
Neg LogProb(↓):   0.067830
Path Entropy(↓):  0.306541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film in harm's way
Start Entity:     In Harm's Way
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   In Harm's Way --[has_genre]--> War --[(INV) has_genre]--> Operation Crossbow --[has_genre]--> War
Path (Raw):       In Harm's Way --[has_genre]--> War --[(INV) has_genre]--> Operation Crossbow --[has_genre]--> War
Neg LogProb(↓):   1.555535
Path Entropy(↓):  2.421367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by dave foley in
Start Entity:     Dave Foley
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dave Foley --[(INV) written_by]--> The Wrong Guy --[has_genre]--> Comedy
Path (Raw):       Dave Foley --[No Operation]--> Dave Foley --[(INV) written_by]--> The Wrong Guy --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the burglar
Start Entity:     The Burglar
Gold Answer:      [['1971', '1957', '1947']]
Predicted Ans:    1947
Predicted Path:   The Burglar --[written_by]--> David Goodis --[(INV) written_by]--> Dark Passage --[release_year]--> 1947
Path (Raw):       The Burglar --[written_by]--> David Goodis --[(INV) written_by]--> Dark Passage --[release_year]--> 1947
Neg LogProb(↓):   0.174087
Path Entropy(↓):  0.614108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the woman on pier 13 are directed by who
Start Entity:     The Woman on Pier 13
Gold Answer:      [['Robert Wise', 'Edward Dmytryk', 'John Cromwell', 'Fritz Lang', 'Cecil B. DeMille', 'Tay Garnett', 'William A. Wellman', 'William D. Russell', 'Roy Ward Baker', 'Mel Ferrer', 'Lewis Milestone', 'André De Toth', 'Raoul Walsh', 'Hubert Cornfield', 'John Frankenheimer', 'Ken Annakin', 'Nicholas Ray', 'Peter Ustinov', 'Anthony Mann', 'Jacques Tourneur', 'Allan Dwan', 'Jack Arnold', 'Max Ophüls', 'Michael Winner', 'Richard Wallace', 'Vincent J. Donehue', 'Dario Argento', 'Joseph Losey', 'John Sturges', 'Alfred Hitchcock', 'John Flynn', 'John Farrow', 'H.C. Potter', 'Fred Zinnemann', 'Sherman Todd', 'Richard Brooks', 'Robert M. Young', 'Sam Peckinpah', 'Ida Lupino', 'Charles Martin', 'Jean Renoir']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Woman on Pier 13 --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Path (Raw):       The Woman on Pier 13 --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   1.158916
Path Entropy(↓):  1.947664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was zach braff the writer of
Start Entity:     Zach Braff
Gold Answer:      [['Garden State', 'Wish I Was Here']]
Predicted Ans:    Garden State
Predicted Path:   Zach Braff --[(INV) written_by]--> Garden State --[written_by]--> Zach Braff --[(INV) written_by]--> Garden State
Path (Raw):       Zach Braff --[(INV) written_by]--> Garden State --[written_by]--> Zach Braff --[(INV) written_by]--> Garden State
Neg LogProb(↓):   0.092347
Path Entropy(↓):  0.377611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of nightmare
Start Entity:     Nightmare
Gold Answer:      [['The Mummy', 'The Anniversary', 'The Man Who Could Cheat Death', 'Blood of the Vampire']]
Predicted Ans:    The Mummy
Predicted Path:   Nightmare --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Mummy
Path (Raw):       Nightmare --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Mummy --[No Operation]--> The Mummy
Neg LogProb(↓):   0.589279
Path Entropy(↓):  1.079958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by philip k. dick fall under
Start Entity:     Philip K. Dick
Gold Answer:      [['Animation', 'Mystery', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Path (Raw):       Philip K. Dick --[No Operation]--> Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Neg LogProb(↓):   0.001301
Path Entropy(↓):  0.011897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of the special relationship starred who
Start Entity:     The Special Relationship
Gold Answer:      [['Paul Bettany', 'Logan Lerman', 'Harrison Ford', 'Renée Zellweger', 'Michael Palin', 'Kirsten Dunst', 'Maggie Smith']]
Predicted Ans:    Michael Sheen
Predicted Path:   The Special Relationship --[directed_by]--> Richard Loncraine --[(INV) directed_by]--> The Special Relationship --[starred_actors]--> Michael Sheen
Path (Raw):       The Special Relationship --[directed_by]--> Richard Loncraine --[(INV) directed_by]--> The Special Relationship --[starred_actors]--> Michael Sheen
Neg LogProb(↓):   0.178189
Path Entropy(↓):  0.548170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of 3 days to kill is also the director of which films
Start Entity:     3 Days to Kill
Gold Answer:      [['We Are Marshall', "Charlie's Angels", 'This Means War', 'Terminator Salvation']]
Predicted Ans:    3 Days to Kill
Predicted Path:   3 Days to Kill --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill
Path (Raw):       3 Days to Kill --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[No Operation]--> 3 Days to Kill
Neg LogProb(↓):   0.445559
Path Entropy(↓):  1.001131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies written by alex zamm
Start Entity:     Alex Zamm
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alex Zamm --[(INV) written_by]--> The Little Rascals Save the Day --[has_genre]--> Comedy
Path (Raw):       Alex Zamm --[No Operation]--> Alex Zamm --[(INV) written_by]--> The Little Rascals Save the Day --[has_genre]--> Comedy
Neg LogProb(↓):   0.000115
Path Entropy(↓):  0.001213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in swing shift
Start Entity:     Swing Shift
Gold Answer:      [['Walter Hill', 'Ted Berman', 'Gregory Widen', 'John Fusco', 'Olivia Goldsmith', 'Don Handfield', 'Ron Shelton', 'Brent Maddock', 'Eric Heisserer', 'Leon Piedmont', 'Robert Towne', 'Ron Underwood', 'Quentin Tarantino', 'David Webb Peoples', 'Terence Frisby', 'Neil Simon', 'Daniel P. Mannix', 'Jonathan Mostow', 'Abe Burrows', 'Barry Levinson', 'Mateo Gil', 'Warren Beatty', 'Roland Emmerich', 'Bill Forsyth', 'Marilynne Robinson', 'John Dwyer', 'Kurt Russell', 'Thom Eberhardt', 'Joe Gayton', 'Bob Dolman', 'Alan Rudolph', 'Jack Woods', 'David Koepp', 'Naomi Foner', 'John Katzenbach', 'Bryan Gordon', 'Paul Gallico', 'Colin Higgins', 'John Carpenter', 'Ed Solomon', 'Debra Hill', 'Robert Schooley', 'James Ellroy', 'Leonard Gershe', 'Bill Lancaster', 'Scott Sommer', 'Steven Spielberg', 'Buck Henry', 'Cameron Crowe', 'Bob Gale', 'Robert Zemeckis', 'Kevin Jarre', 'Pierre Barillet', 'Valerie Curtin', 'David Giler', 'Jonathan Sobol', 'Martin Donovan', 'Alejandro Amenábar', 'Dean Devlin', 'Robert Rodriguez', 'Richard Brooks', 'Michael Kane', 'Joseph Dougherty', 'Mark McCorkle', 'Nick Castle', 'Paul Hernandez']]
Predicted Ans:    Neil Simon
Predicted Path:   Swing Shift --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> Seems Like Old Times --[written_by]--> Neil Simon
Path (Raw):       Swing Shift --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> Seems Like Old Times --[written_by]--> Neil Simon
Neg LogProb(↓):   1.440648
Path Entropy(↓):  2.369878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is dark horse in
Start Entity:     Dark Horse
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Dark Horse --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Path (Raw):       Dark Horse --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Neg LogProb(↓):   0.896463
Path Entropy(↓):  1.487682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did youssouf djaoro act in
Start Entity:     Youssouf Djaoro
Gold Answer:      [['A Screaming Man']]
Predicted Ans:    A Screaming Man
Predicted Path:   Youssouf Djaoro --[(INV) starred_actors]--> A Screaming Man --[starred_actors]--> Youssouf Djaoro --[(INV) starred_actors]--> A Screaming Man
Path (Raw):       Youssouf Djaoro --[(INV) starred_actors]--> A Screaming Man --[starred_actors]--> Youssouf Djaoro --[(INV) starred_actors]--> A Screaming Man
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the onion movie
Start Entity:     The Onion Movie
Gold Answer:      [['Robert D. Siegel', 'Darren Aronofsky']]
Predicted Ans:    Darren Aronofsky
Predicted Path:   The Onion Movie --[written_by]--> Robert D. Siegel --[(INV) written_by]--> The Wrestler --[directed_by]--> Darren Aronofsky
Path (Raw):       The Onion Movie --[written_by]--> Robert D. Siegel --[(INV) written_by]--> The Wrestler --[directed_by]--> Darren Aronofsky
Neg LogProb(↓):   0.021577
Path Entropy(↓):  0.116614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the saint of fort washington was
Start Entity:     The Saint of Fort Washington
Gold Answer:      [['Tim Hunter']]
Predicted Ans:    Tim Hunter
Predicted Path:   The Saint of Fort Washington --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex --[directed_by]--> Tim Hunter
Path (Raw):       The Saint of Fort Washington --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex --[directed_by]--> Tim Hunter
Neg LogProb(↓):   0.013855
Path Entropy(↓):  0.072662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of paycheck
Start Entity:     Paycheck
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Paycheck --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Path (Raw):       Paycheck --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Neg LogProb(↓):   3.459349
Path Entropy(↓):  4.657098
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by scott culver
Start Entity:     Scott Culver
Gold Answer:      [['Dennis Kao']]
Predicted Ans:    Dennis Kao
Predicted Path:   Scott Culver --[(INV) directed_by]--> How to Make Love to a Woman --[written_by]--> Dennis Kao
Path (Raw):       Scott Culver --[No Operation]--> Scott Culver --[(INV) directed_by]--> How to Make Love to a Woman --[written_by]--> Dennis Kao
Neg LogProb(↓):   0.607561
Path Entropy(↓):  0.689150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by gale sondergaard
Start Entity:     Gale Sondergaard
Gold Answer:      [['Rouben Mamoulian']]
Predicted Ans:    Rouben Mamoulian
Predicted Path:   Gale Sondergaard --[(INV) starred_actors]--> The Mark of Zorro --[directed_by]--> Rouben Mamoulian
Path (Raw):       Gale Sondergaard --[No Operation]--> Gale Sondergaard --[(INV) starred_actors]--> The Mark of Zorro --[directed_by]--> Rouben Mamoulian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by maria cina were directed by who
Start Entity:     Maria Cina
Gold Answer:      [['Trish Doolan']]
Predicted Ans:    Trish Doolan
Predicted Path:   Maria Cina --[(INV) starred_actors]--> April's Shower --[directed_by]--> Trish Doolan
Path (Raw):       Maria Cina --[No Operation]--> Maria Cina --[(INV) starred_actors]--> April's Shower --[directed_by]--> Trish Doolan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by solomon perel
Start Entity:     Solomon Perel
Gold Answer:      [['Agnieszka Holland']]
Predicted Ans:    Agnieszka Holland
Predicted Path:   Solomon Perel --[(INV) starred_actors]--> Europa Europa --[directed_by]--> Agnieszka Holland
Path (Raw):       Solomon Perel --[No Operation]--> Solomon Perel --[(INV) starred_actors]--> Europa Europa --[directed_by]--> Agnieszka Holland
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by naked childhood writers release
Start Entity:     Naked Childhood
Gold Answer:      [['1980', '1972', '1990', '1991', '1916', '1985', '1987']]
Predicted Ans:    1980
Predicted Path:   Naked Childhood --[written_by]--> Maurice Pialat --[(INV) written_by]--> Loulou --[release_year]--> 1980
Path (Raw):       Naked Childhood --[written_by]--> Maurice Pialat --[(INV) written_by]--> Loulou --[release_year]--> 1980
Neg LogProb(↓):   1.047909
Path Entropy(↓):  0.991805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of kiss of the dragon
Start Entity:     Kiss of the Dragon
Gold Answer:      [['RZA', 'Guy Pearce', 'Bruce Willis', 'Jean Reno', 'Gabriel Byrne', 'Dianna Agron', 'Robert De Niro', 'Queen Latifah', "John D'Leo", 'Rie Rasmussen', 'Kerry Condon', 'John Travolta', 'Salma Hayek', 'Jimmy Fallon', 'Penélope Cruz', 'Jordi Mollà', 'Paul Walker', 'Maggie Grace', 'Vincent Regan', 'Joseph Gilgun', 'Michelle Pfeiffer', 'Jet Li', 'Scarlett Johansson', 'Connie Nielsen', 'Vittorio Gassman', 'Samy Naceri', 'Jonathan Rhys Meyers', 'Liam Neeson', 'Amber Heard', 'Gary Oldman', 'Kevin Costner', 'Famke Janssen', 'Hailee Steinfeld', 'Isabelle Adjani', 'Jamel Debbouze', 'Bridget Fonda', 'Zoe Saldana', 'Jason Statham', 'Michel Muller', 'Lennie James', 'Milla Jovovich', 'Rosanna Arquette', 'Christopher Lambert', 'Morgan Freeman', 'Bob Hoskins', 'Leland Orser', 'Jon Gries', 'David Belle']]
Predicted Ans:    Jason Statham
Predicted Path:   Kiss of the Dragon --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[starred_actors]--> Jason Statham
Path (Raw):       Kiss of the Dragon --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[starred_actors]--> Jason Statham
Neg LogProb(↓):   0.251235
Path Entropy(↓):  0.661463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film scorcher
Start Entity:     Scorcher
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Scorcher --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Scorcher --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.493429
Path Entropy(↓):  4.659134
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with armie hammer
Start Entity:     Armie Hammer
Gold Answer:      [['Tom Wilkinson', 'Julia Roberts', 'Jeffrey Wright', 'Johnny Depp', 'Bonita Granville', 'Lily Collins', 'Julie Hagerty', 'Amber Tamblyn', 'Patricia Clarkson', 'James Cosmo', 'Aidan Gillen', 'William Fichtner', 'Jay Silverheels', 'Clayton Moore', 'Zoe Saldana', 'Katie Stuart', 'Nathan Lane', 'Michael B. Jordan']]
Predicted Ans:    Amber Tamblyn
Predicted Path:   Armie Hammer --[(INV) starred_actors]--> Blackout --[starred_actors]--> Amber Tamblyn
Path (Raw):       Armie Hammer --[No Operation]--> Armie Hammer --[(INV) starred_actors]--> Blackout --[starred_actors]--> Amber Tamblyn
Neg LogProb(↓):   0.064470
Path Entropy(↓):  0.271959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of chris sivertson directed movies
Start Entity:     Chris Sivertson
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Chris Sivertson --[(INV) directed_by]--> All Cheerleaders Die --[release_year]--> 2013
Path (Raw):       Chris Sivertson --[No Operation]--> Chris Sivertson --[(INV) directed_by]--> All Cheerleaders Die --[release_year]--> 2013
Neg LogProb(↓):   0.108430
Path Entropy(↓):  0.331279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the swindle
Start Entity:     The Swindle
Gold Answer:      [['Stéphane Audran', 'Jacqueline Sassard', 'Louis Jourdan', 'Van Heflin', 'Diane Lane', 'Olivier Martinez', 'François Cluzet', 'Jennifer Jones', 'Richard Gere', 'Isabelle Huppert', 'James Mason', 'Emmanuelle Béart']]
Predicted Ans:    Stéphane Audran
Predicted Path:   The Swindle --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Path (Raw):       The Swindle --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Neg LogProb(↓):   0.455676
Path Entropy(↓):  1.087818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the fall were in which languages
Start Entity:     The Fall
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Fall --[starred_actors]--> Lee Pace --[(INV) starred_actors]--> Possession --[in_language]--> French
Path (Raw):       The Fall --[starred_actors]--> Lee Pace --[(INV) starred_actors]--> Possession --[in_language]--> French
Neg LogProb(↓):   0.037653
Path Entropy(↓):  0.160661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by leon joosen were written by who
Start Entity:     Leon Joosen
Gold Answer:      [['Tony Nottage']]
Predicted Ans:    Leon Joosen
Predicted Path:   Leon Joosen --[(INV) directed_by]--> Saving Santa --[directed_by]--> Leon Joosen
Path (Raw):       Leon Joosen --[No Operation]--> Leon Joosen --[(INV) directed_by]--> Saving Santa --[directed_by]--> Leon Joosen
Neg LogProb(↓):   0.032400
Path Entropy(↓):  0.141221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in'night, mother
Start Entity:     'night, Mother
Gold Answer:      [['Norwegian', 'English', 'Latin', 'Finnish']]
Predicted Ans:    English
Predicted Path:   'night, Mother --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Path (Raw):       'night, Mother --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Neg LogProb(↓):   0.004411
Path Entropy(↓):  0.028390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with benjamin heisenberg
Start Entity:     Benjamin Heisenberg
Gold Answer:      [['Martin Prinz']]
Predicted Ans:    Martin Prinz
Predicted Path:   Benjamin Heisenberg --[(INV) written_by]--> The Robber --[written_by]--> Martin Prinz
Path (Raw):       Benjamin Heisenberg --[No Operation]--> Benjamin Heisenberg --[(INV) written_by]--> The Robber --[written_by]--> Martin Prinz
Neg LogProb(↓):   0.000131
Path Entropy(↓):  0.001303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by john wainwright release
Start Entity:     John Wainwright
Gold Answer:      [['2000', '1991']]
Predicted Ans:    2000
Predicted Path:   John Wainwright --[(INV) written_by]--> Under Suspicion --[release_year]--> 2000
Path (Raw):       John Wainwright --[No Operation]--> John Wainwright --[(INV) written_by]--> Under Suspicion --[release_year]--> 2000
Neg LogProb(↓):   0.237006
Path Entropy(↓):  0.517386
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer nancy dowd
Start Entity:     Nancy Dowd
Gold Answer:      [['Teri Garr', 'Bruce Dern', 'Richard Dreyfuss', 'Jon Voight', 'Paul Newman', 'Jennifer Tilly', 'David Johansen', 'Michael Ontkean', 'Jane Fonda']]
Predicted Ans:    Jane Fonda
Predicted Path:   Nancy Dowd --[(INV) written_by]--> Coming Home --[starred_actors]--> Jane Fonda
Path (Raw):       Nancy Dowd --[No Operation]--> Nancy Dowd --[(INV) written_by]--> Coming Home --[starred_actors]--> Jane Fonda
Neg LogProb(↓):   0.082013
Path Entropy(↓):  0.374319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of flickering lights
Start Entity:     Flickering Lights
Gold Answer:      [['Nikolaj Lie Kaas', 'Mads Mikkelsen', 'Line Kruse', 'Ulrich Thomsen']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   Flickering Lights --[directed_by]--> Anders Thomas Jensen --[(INV) directed_by]--> The Green Butchers --[starred_actors]--> Mads Mikkelsen
Path (Raw):       Flickering Lights --[directed_by]--> Anders Thomas Jensen --[(INV) directed_by]--> The Green Butchers --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.534559
Path Entropy(↓):  0.812283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote hard boiled
Start Entity:     Hard Boiled
Gold Answer:      [['John Woo', 'Barry Wong']]
Predicted Ans:    Barry Wong
Predicted Path:   Hard Boiled --[written_by]--> Barry Wong --[(INV) written_by]--> Hard Boiled --[written_by]--> Barry Wong
Path (Raw):       Hard Boiled --[written_by]--> Barry Wong --[(INV) written_by]--> Hard Boiled --[written_by]--> Barry Wong
Neg LogProb(↓):   0.012034
Path Entropy(↓):  0.065890
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in gardens of stone
Start Entity:     Gardens of Stone
Gold Answer:      [['Music', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   Gardens of Stone --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Path (Raw):       Gardens of Stone --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.590488
Path Entropy(↓):  1.269664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of smashed
Start Entity:     Smashed
Gold Answer:      [['Off the Black']]
Predicted Ans:    Smashed
Predicted Path:   Smashed --[written_by]--> James Ponsoldt --[(INV) written_by]--> Smashed
Path (Raw):       Smashed --[written_by]--> James Ponsoldt --[(INV) written_by]--> Smashed --[No Operation]--> Smashed
Neg LogProb(↓):   0.481530
Path Entropy(↓):  0.784747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by israel broussard were in which genres
Start Entity:     Israel Broussard
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Israel Broussard --[(INV) starred_actors]--> The Bling Ring --[has_genre]--> Crime
Path (Raw):       Israel Broussard --[No Operation]--> Israel Broussard --[(INV) starred_actors]--> The Bling Ring --[has_genre]--> Crime
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of becket
Start Entity:     Becket
Gold Answer:      [['Edward Dmytryk', 'Sydney Pollack', 'Alain Resnais', 'John Frankenheimer', 'John Sturges', 'Stanley Kramer']]
Predicted Ans:    John Sturges
Predicted Path:   Becket --[written_by]--> Edward Anhalt --[(INV) written_by]--> Hour of the Gun --[directed_by]--> John Sturges
Path (Raw):       Becket --[written_by]--> Edward Anhalt --[(INV) written_by]--> Hour of the Gun --[directed_by]--> John Sturges
Neg LogProb(↓):   1.151848
Path Entropy(↓):  1.658157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in grown ups 2
Start Entity:     Grown Ups 2
Gold Answer:      [['Chris Rock', 'Kevin James', 'David Spade', 'Adam Sandler']]
Predicted Ans:    Chris Rock
Predicted Path:   Grown Ups 2 --[starred_actors]--> Chris Rock --[(INV) starred_actors]--> Top Five --[starred_actors]--> Chris Rock
Path (Raw):       Grown Ups 2 --[starred_actors]--> Chris Rock --[(INV) starred_actors]--> Top Five --[starred_actors]--> Chris Rock
Neg LogProb(↓):   1.224930
Path Entropy(↓):  1.215498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the rules of attraction
Start Entity:     The Rules of Attraction
Gold Answer:      [['Roger Avary']]
Predicted Ans:    Roger Avary
Predicted Path:   The Rules of Attraction --[directed_by]--> Roger Avary --[(INV) directed_by]--> The Rules of Attraction --[written_by]--> Roger Avary
Path (Raw):       The Rules of Attraction --[directed_by]--> Roger Avary --[(INV) directed_by]--> The Rules of Attraction --[written_by]--> Roger Avary
Neg LogProb(↓):   0.178309
Path Entropy(↓):  0.554347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by nathanael west in
Start Entity:     Nathanael West
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nathanael West --[(INV) written_by]--> The Day of the Locust --[has_genre]--> Drama
Path (Raw):       Nathanael West --[No Operation]--> Nathanael West --[(INV) written_by]--> The Day of the Locust --[has_genre]--> Drama
Neg LogProb(↓):   0.025084
Path Entropy(↓):  0.116072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in lost christmas
Start Entity:     Lost Christmas
Gold Answer:      [['2001', '2006', '2000']]
Predicted Ans:    2000
Predicted Path:   Lost Christmas --[starred_actors]--> Jason Flemyng --[(INV) starred_actors]--> Bruiser --[release_year]--> 2000
Path (Raw):       Lost Christmas --[starred_actors]--> Jason Flemyng --[(INV) starred_actors]--> Bruiser --[release_year]--> 2000
Neg LogProb(↓):   0.365006
Path Entropy(↓):  0.783633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with john sessions
Start Entity:     John Sessions
Gold Answer:      [['Phil Cornwell', 'Ronni Ancona']]
Predicted Ans:    Phil Cornwell
Predicted Path:   John Sessions --[(INV) starred_actors]--> Stella Street --[starred_actors]--> Phil Cornwell
Path (Raw):       John Sessions --[No Operation]--> John Sessions --[(INV) starred_actors]--> Stella Street --[starred_actors]--> Phil Cornwell
Neg LogProb(↓):   0.036592
Path Entropy(↓):  0.156381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about shelley winters
Start Entity:     shelley winters
Gold Answer:      [['The Night of the Hunter', 'The Poseidon Adventure', 'Lolita']]
Predicted Ans:    Lolita
Predicted Path:   shelley winters --[(INV) has_tags]--> Lolita --[has_tags]--> lolita --[(INV) has_tags]--> Lolita
Path (Raw):       shelley winters --[(INV) has_tags]--> Lolita --[has_tags]--> lolita --[(INV) has_tags]--> Lolita
Neg LogProb(↓):   1.545473
Path Entropy(↓):  1.880573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in dogville
Start Entity:     Dogville
Gold Answer:      [['French', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Dogville --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[in_language]--> English
Path (Raw):       Dogville --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[in_language]--> English
Neg LogProb(↓):   0.041196
Path Entropy(↓):  0.176680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of walk on the wild side
Start Entity:     Walk on the Wild Side
Gold Answer:      [['1962', '2006', '1955']]
Predicted Ans:    1962
Predicted Path:   Walk on the Wild Side --[written_by]--> John Fante --[(INV) written_by]--> The Reluctant Saint --[release_year]--> 1962
Path (Raw):       Walk on the Wild Side --[written_by]--> John Fante --[(INV) written_by]--> The Reluctant Saint --[release_year]--> 1962
Neg LogProb(↓):   0.064500
Path Entropy(↓):  0.249822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The other side of sunday is a film written by this person
Start Entity:     The Other Side of Sunday
Gold Answer:      [['Berit Nesheim']]
Predicted Ans:    Berit Nesheim
Predicted Path:   The Other Side of Sunday --[written_by]--> Berit Nesheim --[(INV) written_by]--> The Other Side of Sunday --[written_by]--> Berit Nesheim
Path (Raw):       The Other Side of Sunday --[written_by]--> Berit Nesheim --[(INV) written_by]--> The Other Side of Sunday --[written_by]--> Berit Nesheim
Neg LogProb(↓):   0.000056
Path Entropy(↓):  0.000620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the white diamond released
Start Entity:     The White Diamond
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   The White Diamond --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       The White Diamond --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.147744
Path Entropy(↓):  4.508152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by pablo stoll
Start Entity:     Pablo Stoll
Gold Answer:      [['Juan Pablo Rebella']]
Predicted Ans:    Juan Pablo Rebella
Predicted Path:   Pablo Stoll --[(INV) directed_by]--> 25 Watts --[written_by]--> Juan Pablo Rebella
Path (Raw):       Pablo Stoll --[No Operation]--> Pablo Stoll --[(INV) directed_by]--> 25 Watts --[written_by]--> Juan Pablo Rebella
Neg LogProb(↓):   0.448855
Path Entropy(↓):  0.697459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was hunger released
Start Entity:     Hunger
Gold Answer:      [['2008']]
Predicted Ans:    1966
Predicted Path:   Hunger --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       Hunger --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   0.343579
Path Entropy(↓):  1.355239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies written by eugen burada fall under
Start Entity:     Eugen Burada
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Eugen Burada --[(INV) written_by]--> Uncle Marin, the Billionaire --[has_genre]--> Comedy
Path (Raw):       Eugen Burada --[No Operation]--> Eugen Burada --[(INV) written_by]--> Uncle Marin, the Billionaire --[has_genre]--> Comedy
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by paddy breathnach were in which genres
Start Entity:     Paddy Breathnach
Gold Answer:      [['Horror', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[has_genre]--> Comedy
Path (Raw):       Paddy Breathnach --[No Operation]--> Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[has_genre]--> Comedy
Neg LogProb(↓):   0.094376
Path Entropy(↓):  0.359838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe mansfield park
Start Entity:     Mansfield Park
Gold Answer:      [['england', 'jane austen']]
Predicted Ans:    jane austen
Predicted Path:   Mansfield Park --[has_tags]--> jane austen --[(INV) has_tags]--> Austenland --[has_tags]--> jane austen
Path (Raw):       Mansfield Park --[has_tags]--> jane austen --[(INV) has_tags]--> Austenland --[has_tags]--> jane austen
Neg LogProb(↓):   0.428739
Path Entropy(↓):  1.138992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with cry of the city in
Start Entity:     Cry of the City
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Cry of the City --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Path (Raw):       Cry of the City --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.000098
Path Entropy(↓):  0.001080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Peter howitt was the director on which movies
Start Entity:     Peter Howitt
Gold Answer:      [['Radio Rebel', 'Laws of Attraction', 'Antitrust', 'Sliding Doors', 'Johnny English', 'Reasonable Doubt']]
Predicted Ans:    Laws of Attraction
Predicted Path:   Peter Howitt --[(INV) directed_by]--> Laws of Attraction --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Laws of Attraction
Path (Raw):       Peter Howitt --[(INV) directed_by]--> Laws of Attraction --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Laws of Attraction
Neg LogProb(↓):   1.524144
Path Entropy(↓):  2.479110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of fear and loathing in las vegas
Start Entity:     Fear and Loathing in Las Vegas
Gold Answer:      [['Monty Python and the Holy Grail', 'The Brothers Grimm', 'The Zero Theorem', 'The Imaginarium of Doctor Parnassus', 'The Fisher King', 'The Crimson Permanent Assurance', 'Time Bandits', 'Tideland', 'Jabberwocky', 'Brazil', 'The Adventures of Baron Munchausen']]
Predicted Ans:    Jabberwocky
Predicted Path:   Fear and Loathing in Las Vegas --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Jabberwocky
Path (Raw):       Fear and Loathing in Las Vegas --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Jabberwocky --[No Operation]--> Jabberwocky
Neg LogProb(↓):   0.366222
Path Entropy(↓):  1.106702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with mark ruffalo
Start Entity:     Mark Ruffalo
Gold Answer:      [['Rinko Kikuchi', 'Dylan Baker', 'Anna Paquin', 'Tom Cruise', 'Rory Culkin', 'Kathleen Robertson', 'Maya Stange', 'Steve Carell', 'Patrick Macnee', 'Jada Pinkett Smith', 'Ralph Fiennes', 'Josh Gad', 'Adrien Brody', 'Matthew Broderick', 'Jennifer Aniston', 'Channing Tatum', 'Robert Redford', 'James Gandolfini', 'Nick Nolte', 'Ethan Hawke', 'Anthony Edwards', 'Uma Thurman', 'Isla Fisher', 'Christina Applegate', 'Shirley MacLaine', 'Rachel Weisz', 'Gwyneth Paltrow', 'Kevin Costner', 'Keira Knightley', 'James Corden', 'Chris Hemsworth', 'Jennifer Garner', 'Laura Linney', 'Chris Evans', 'Sean Connery', 'Hank Azaria', 'Jamie Foxx', 'Woody Harrelson', 'Tim Robbins', 'Jesse Eisenberg', 'Jonathan Groff', 'Jake Gyllenhaal']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Path (Raw):       Mark Ruffalo --[No Operation]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.320577
Path Entropy(↓):  1.033279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did robert e. howard write
Start Entity:     Robert E. Howard
Gold Answer:      [['Red Sonja', 'Solomon Kane', 'Conan the Barbarian', 'Kull the Conqueror']]
Predicted Ans:    Red Sonja
Predicted Path:   Robert E. Howard --[(INV) written_by]--> Red Sonja --[written_by]--> Robert E. Howard --[(INV) written_by]--> Red Sonja
Path (Raw):       Robert E. Howard --[(INV) written_by]--> Red Sonja --[written_by]--> Robert E. Howard --[(INV) written_by]--> Red Sonja
Neg LogProb(↓):   0.001955
Path Entropy(↓):  0.015357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote of mice and men
Start Entity:     Of Mice and Men
Gold Answer:      [['Eugene Solow', 'John Steinbeck']]
Predicted Ans:    john steinbeck
Predicted Path:   Of Mice and Men --[written_by]--> John Steinbeck --[(INV) written_by]--> Lifeboat --[has_tags]--> john steinbeck
Path (Raw):       Of Mice and Men --[written_by]--> John Steinbeck --[(INV) written_by]--> Lifeboat --[has_tags]--> john steinbeck
Neg LogProb(↓):   0.995210
Path Entropy(↓):  1.280886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie california suite
Start Entity:     California Suite
Gold Answer:      [['1970', '1993', '1936', '1984', '1977', '1939', '2004', '1973', '1983', '1995', '1976', '1972', '1990', '1989', '1981', '2011', '1975', '1950', '1991', '1987', '1969']]
Predicted Ans:    1993
Predicted Path:   California Suite --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[release_year]--> 1993
Path (Raw):       California Suite --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[release_year]--> 1993
Neg LogProb(↓):   0.822871
Path Entropy(↓):  1.993329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by erik skjoldbjærg
Start Entity:     Erik Skjoldbjærg
Gold Answer:      [['Christopher Grøndahl', 'Elizabeth Wurtzel', 'Nikolaj Frobenius']]
Predicted Ans:    Christopher Nolan
Predicted Path:   Erik Skjoldbjærg --[(INV) written_by]--> Insomnia --[directed_by]--> Christopher Nolan
Path (Raw):       Erik Skjoldbjærg --[No Operation]--> Erik Skjoldbjærg --[(INV) written_by]--> Insomnia --[directed_by]--> Christopher Nolan
Neg LogProb(↓):   1.168549
Path Entropy(↓):  1.398278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of adi bielski starred movies
Start Entity:     Adi Bielski
Gold Answer:      [['Matthew Hope']]
Predicted Ans:    Matthew Hope
Predicted Path:   Adi Bielski --[(INV) starred_actors]--> The Veteran --[directed_by]--> Matthew Hope
Path (Raw):       Adi Bielski --[No Operation]--> Adi Bielski --[(INV) starred_actors]--> The Veteran --[directed_by]--> Matthew Hope
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by steven sawalich
Start Entity:     Steven Sawalich
Gold Answer:      [['Rebecca De Mornay', 'Melissa George', 'Marion Ross']]
Predicted Ans:    Rebecca De Mornay
Predicted Path:   Steven Sawalich --[(INV) directed_by]--> Music Within --[starred_actors]--> Rebecca De Mornay
Path (Raw):       Steven Sawalich --[No Operation]--> Steven Sawalich --[(INV) directed_by]--> Music Within --[starred_actors]--> Rebecca De Mornay
Neg LogProb(↓):   0.051473
Path Entropy(↓):  0.200618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie pusher were in which languages
Start Entity:     Pusher
Gold Answer:      [['Thai', 'Danish']]
Predicted Ans:    Thai
Predicted Path:   Pusher --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[in_language]--> Thai
Path (Raw):       Pusher --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[in_language]--> Thai
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor robert duvall co - starred with who
Start Entity:     Robert Duvall
Gold Answer:      [['Clint Eastwood', 'Annette Bening', 'Marisa Tomei', "Michael O'Keefe", 'Lisa Jane Persky', 'John Hurt', 'Kathy Baker', 'Faye Dunaway', 'Gena Rowlands', 'Michael Caine', 'James Caan', 'Cliff Robertson', 'Karen Black', 'Henry B. Walthall', 'Sissy Spacek', 'Forest Whitaker', 'Martin Sheen', 'Michael Douglas', 'Nicole Kidman', 'Luciana Pedraza', 'Bill Murray', 'Burt Lancaster', 'Richard Harris', 'Donald Sutherland', 'Randy Quaid', 'Jill Ireland', 'Charles Bronson', 'Elijah Wood', 'Kevin Bacon', 'Melissa Leo', 'Tom Cruise', 'Robert De Niro', 'John Travolta', 'Lee J. Cobb', 'William Holden', 'Sean Penn', 'Haley Joel Osment', 'Dennis Quaid', 'Diane Ladd', 'Reese Witherspoon', 'Michael Keaton', 'Blythe Danner', 'Shirley Knight', 'Peter Finch', 'Sandra Bullock', 'Michael Gambon', 'Joe Don Baker', 'Nicol Williamson', 'Luke Askew', 'Lucas Black', 'Téa Leoni', 'Irma P. Hall', 'Wilford Brimley', 'Lukas Haas', 'Shirley MacLaine', 'Robert Ryan', 'Kevin Costner', 'Rubén Blades', 'Betty Buckley', 'Alan Arkin', 'James Earl Jones', 'Tess Harper', 'Vera Farmiga', 'Jeremy Irvine', 'Vince Vaughn', 'Kyra Sedgwick', 'Jenny Agutter', 'Marlon Brando', 'Donald Pleasence', 'Glenn Close', 'Billy Bob Thornton', 'Robert Redford', 'Jeffrey Tambor', 'Demi Moore', 'Laura Dern', 'Kim Basinger', 'Julia Roberts', 'Gary Oldman', 'Lou Castel', 'Senta Berger', 'Hans Christian Blech', 'Arliss Howard', 'Vanessa Redgrave']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Robert Duvall --[(INV) starred_actors]--> Days of Thunder --[starred_actors]--> Nicole Kidman
Path (Raw):       Robert Duvall --[No Operation]--> Robert Duvall --[(INV) starred_actors]--> Days of Thunder --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   1.380573
Path Entropy(↓):  2.525918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the hand that rocks the cradle
Start Entity:     The Hand That Rocks the Cradle
Gold Answer:      [['1983', '1995', '1988', '1998', '1997', '2003', '1992', '1993', '1991', '1996', '2010', '1985', '1927', '2012', '1984', '2007', '1943']]
Predicted Ans:    2010
Predicted Path:   The Hand That Rocks the Cradle --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Flipped --[release_year]--> 2010
Path (Raw):       The Hand That Rocks the Cradle --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Flipped --[release_year]--> 2010
Neg LogProb(↓):   1.262141
Path Entropy(↓):  2.075922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ralph bakshi directed movies
Start Entity:     Ralph Bakshi
Gold Answer:      [['1983', '1978', '1975', '1972', '1992', '1981', '1977']]
Predicted Ans:    1978
Predicted Path:   Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[release_year]--> 1978
Path (Raw):       Ralph Bakshi --[No Operation]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[release_year]--> 1978
Neg LogProb(↓):   0.404853
Path Entropy(↓):  0.969004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film amsterdamned were in which languages
Start Entity:     Amsterdamned
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Amsterdamned --[starred_actors]--> Monique van de Ven --[(INV) starred_actors]--> Amsterdamned --[in_language]--> Dutch
Path (Raw):       Amsterdamned --[starred_actors]--> Monique van de Ven --[(INV) starred_actors]--> Amsterdamned --[in_language]--> Dutch
Neg LogProb(↓):   0.003121
Path Entropy(↓):  0.022110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by hoosiers actors
Start Entity:     Hoosiers
Gold Answer:      [['Frank De Felitta', 'Paul Brodeur', 'Elaine May', 'Dennis Hopper', 'Peter Dexter', 'Wes Anderson', 'Kaylie Jones', 'James Salter', 'David Mamet', 'David Lynch', 'Richard Christian Matheson', 'Kelly Reichardt', 'Joe Gayton', 'Robert Sarkies', 'Leonard Yakir', 'Lawrence Kasdan', 'Simon Moore', 'Takeshi Kitano', 'Nunnally Johnson', 'Robert Benton', 'Richard Russo', 'Dean Stockwell', "Louis L'Amour", 'Elmore Leonard', 'Mary Agnes Donoghue', 'Shinji Aoyama', 'Peter Hyams', 'James B. Harris', 'Stephenie Meyer', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Jonathan Raymond', 'Quentin Tarantino', 'Peter Fonda', 'David Webb Peoples', 'Barry Levinson', 'Ivan Cotroneo', 'Ronald Bass', 'James Fox', 'Owen Wilson', 'Philip Roth', 'Richard Matheson', 'Ernest Tidyman', 'Matthew Leutwyler', 'Kenneth Fearing', 'Dan Gordon', 'Lawrence B. Marcus', 'Melissa Rosenberg', 'Richard Brooks', 'Robert Anderson', 'Joseph L. Mankiewicz', 'Henry James', 'James Ivory', 'Ruth Prawer Jhabvala', 'Andrew Bovell', 'Patricia Highsmith', 'Robert Dillon', 'Woody Allen', 'Robin Moore', 'David Newman', 'Robert Ludlum', 'Jean Poiret', 'Terry Southern', 'Nicholas Meyer', 'Curtis Harrington', 'Wim Wenders', 'Francis Ford Coppola', 'John Grisham', 'Richard Rush', 'Francis Veber', 'Evan Hunter', 'Russ Tamblyn', 'Chris Gerolmo', 'Paul Jarrico', 'Nel King', 'Tobe Hooper', 'Bob Clark', 'Iris Rainer', 'Rachel Kronstadt Mann', 'Ann Louise Bardach', 'Jim Harrison', 'Eric Idle', 'Marjorie David', 'Naomi Foner', 'Mary McGarry Morris', 'David Marconi', 'David Baldacci', 'Paul Gallico', 'James Hicks', 'James Drought', 'David Loughery', 'William Goldman', 'Ben Gluck', 'Steve Moore', 'Neil Young', 'John Wainwright', 'Tab Murphy', 'Dick Richards', 'Howard Korder']]
Predicted Ans:    James B. Harris
Predicted Path:   Hoosiers --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Boiling Point --[written_by]--> James B. Harris
Path (Raw):       Hoosiers --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Boiling Point --[written_by]--> James B. Harris
Neg LogProb(↓):   1.807170
Path Entropy(↓):  1.797805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by scott lobdell
Start Entity:     Scott Lobdell
Gold Answer:      [['Chevy Chase', 'Jonathan Taylor Thomas', 'Paula Garcés', 'Farrah Fawcett', 'Christina Milian', 'Tommy Lee Jones']]
Predicted Ans:    Tommy Lee Jones
Predicted Path:   Scott Lobdell --[(INV) written_by]--> Man of the House --[starred_actors]--> Tommy Lee Jones
Path (Raw):       Scott Lobdell --[No Operation]--> Scott Lobdell --[(INV) written_by]--> Man of the House --[starred_actors]--> Tommy Lee Jones
Neg LogProb(↓):   0.221464
Path Entropy(↓):  0.501413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of dr. terror's house of horrors
Start Entity:     Dr. Terror's House of Horrors
Gold Answer:      [['Jonathan Pryce', 'Burgess Meredith', 'Twiggy', 'Joan Crawford', 'Jack Palance', 'Rupert Davies', 'Patrick Wymark', 'Barbara Ewing', 'Lorna Heilbron', 'Margaret Johnston', 'Ralph Richardson', 'Beverly Adams', 'Veronica Carlson', 'Christopher Lee', 'Peter Cushing', 'Timothy Dalton']]
Predicted Ans:    Peter Cushing
Predicted Path:   Dr. Terror's House of Horrors --[directed_by]--> Freddie Francis --[(INV) directed_by]--> The Evil of Frankenstein --[starred_actors]--> Peter Cushing
Path (Raw):       Dr. Terror's House of Horrors --[directed_by]--> Freddie Francis --[(INV) directed_by]--> The Evil of Frankenstein --[starred_actors]--> Peter Cushing
Neg LogProb(↓):   0.784449
Path Entropy(↓):  1.119587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by houseboat actors
Start Entity:     Houseboat
Gold Answer:      [['George Cukor', 'Don Hartman', 'Garson Kanin', 'William A. Seiter', 'Norman Taurog', 'James Flood', 'Delmer Daves', 'Jean Negulesco', 'Blake Edwards', 'Carol Reed', 'Henry Hathaway', 'Henry Koster', 'Sidney Sheldon', 'Fred F. Sears', 'Nicholas Ray', 'Ingmar Bergman', 'Melville Shavelson', 'Anthony Mann', 'George Fitzmaurice', 'Michael Curtiz', 'Ettore Scola', 'Stanley Kramer', 'Frank Capra', 'Mario Monicelli', 'Michael Winner', 'Wesley Ruggles', 'Vittorio De Sica', 'Stanley Donen', 'Howard Deutch', 'Leo McCarey', 'Vincente Minnelli', 'Alfred Hitchcock', 'Lowell Sherman', 'Tinto Brass', 'Nathan Juran', 'Delbert Mann', 'H.C. Potter', 'Irving Reis', 'Pietro Francisci', 'Richard Brooks', 'George Stevens', 'Josef von Sternberg', 'Edoardo Ponti', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Arthur Hiller', 'Howard Hawks', 'Tahmineh Milani']]
Predicted Ans:    Leo McCarey
Predicted Path:   Houseboat --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[directed_by]--> Leo McCarey
Path (Raw):       Houseboat --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[directed_by]--> Leo McCarey
Neg LogProb(↓):   1.672738
Path Entropy(↓):  2.108256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Lisa langseth directed which films
Start Entity:     Lisa Langseth
Gold Answer:      [['Hotell']]
Predicted Ans:    Hotell
Predicted Path:   Lisa Langseth --[(INV) directed_by]--> Hotell --[directed_by]--> Lisa Langseth --[(INV) directed_by]--> Hotell
Path (Raw):       Lisa Langseth --[(INV) directed_by]--> Hotell --[directed_by]--> Lisa Langseth --[(INV) directed_by]--> Hotell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did johnny kevorkian direct
Start Entity:     Johnny Kevorkian
Gold Answer:      [['The Disappeared']]
Predicted Ans:    The Disappeared
Predicted Path:   Johnny Kevorkian --[(INV) directed_by]--> The Disappeared --[directed_by]--> Johnny Kevorkian --[(INV) directed_by]--> The Disappeared
Path (Raw):       Johnny Kevorkian --[(INV) directed_by]--> The Disappeared --[directed_by]--> Johnny Kevorkian --[(INV) directed_by]--> The Disappeared
Neg LogProb(↓):   0.000060
Path Entropy(↓):  0.000676
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film in god's hands released
Start Entity:     In God's Hands
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   In God's Hands --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       In God's Hands --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   2.755752
Path Entropy(↓):  4.261824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did andy ruben write
Start Entity:     Andy Ruben
Gold Answer:      [['Poison Ivy']]
Predicted Ans:    Poison Ivy
Predicted Path:   Andy Ruben --[(INV) written_by]--> Poison Ivy --[written_by]--> Katt Shea --[(INV) written_by]--> Poison Ivy
Path (Raw):       Andy Ruben --[(INV) written_by]--> Poison Ivy --[written_by]--> Katt Shea --[(INV) written_by]--> Poison Ivy
Neg LogProb(↓):   0.055893
Path Entropy(↓):  0.216201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of inception
Start Entity:     Inception
Gold Answer:      [['Guy Pearce', 'Aaron Eckhart', 'Christian Bale', 'Tom Hardy', 'Piper Perabo', 'Liam Neeson', 'Matthew McConaughey', 'Gary Oldman', 'Heath Ledger', 'Hugh Jackman', 'Ellen Burstyn', 'Katie Holmes', 'Michael Caine', 'Joe Pantoliano']]
Predicted Ans:    Gary Oldman
Predicted Path:   Inception --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Dark Knight Rises --[starred_actors]--> Gary Oldman
Path (Raw):       Inception --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Dark Knight Rises --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.413041
Path Entropy(↓):  1.134440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed happy new year
Start Entity:     Happy New Year
Gold Answer:      [['French', 'English', 'Chinese', 'Hindi', 'German']]
Predicted Ans:    Hindi
Predicted Path:   Happy New Year --[directed_by]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[in_language]--> Hindi
Path (Raw):       Happy New Year --[directed_by]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[in_language]--> Hindi
Neg LogProb(↓):   0.047603
Path Entropy(↓):  0.232685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a face in the crowd were released in which years
Start Entity:     A Face in the Crowd
Gold Answer:      [['1980', '2008', '1993', '1985', '1967', '1974', '1968', '1963', '1998', '2009', '1951', '1973', '1994', '1956', '1931', '1983', '1995', '1976', '1972', '1971', '1990', '1996', '1981', '1961', '1962', '1988', '1934', '2000', '1949', '1997', '1975', '1966', '1950', '1965', '1969', '1958']]
Predicted Ans:    1985
Predicted Path:   A Face in the Crowd --[starred_actors]--> Andy Griffith --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Path (Raw):       A Face in the Crowd --[starred_actors]--> Andy Griffith --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Neg LogProb(↓):   0.581383
Path Entropy(↓):  0.857738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in on the beach
Start Entity:     On the Beach
Gold Answer:      [['Fred Astaire', 'Gregory Peck', 'Anthony Perkins', 'Ava Gardner']]
Predicted Ans:    Bryan Brown
Predicted Path:   On the Beach --[starred_actors]--> Bryan Brown --[(INV) starred_actors]--> Give My Regards to Broad Street --[starred_actors]--> Bryan Brown
Path (Raw):       On the Beach --[starred_actors]--> Bryan Brown --[(INV) starred_actors]--> Give My Regards to Broad Street --[starred_actors]--> Bryan Brown
Neg LogProb(↓):   0.004339
Path Entropy(↓):  0.032724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film late phases
Start Entity:     Late Phases
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Late Phases --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Late Phases --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.925718
Path Entropy(↓):  4.558860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in witness for the prosecution also appears in which movies
Start Entity:     Witness for the Prosecution
Gold Answer:      [["The Razor's Edge", 'Kismet', 'Rembrandt', 'The Bribe', 'Payment Deferred', 'The Canterville Ghost', 'The Suspect', 'Crash Dive', 'Spartacus', 'Rancho Notorious', 'The Black Swan', 'Shanghai Express', 'Johnny Apollo', 'The Scarlet Empress', 'The Black Rose', 'It Started with Eve', 'If I Had a Million', 'The Hunchback of Notre Dame', 'Mystery Street', 'Blood and Sand', 'The Big Clock', 'Sidewalks of London', 'Prince of Foxes', 'The Blue Angel', 'Angel', 'Island of Lost Souls', 'The Inspector General', 'The Strange Door', 'Destry Rides Again', 'Desire', 'Willard', 'Morocco', "Lloyd's of London", 'Ruggles of Red Gap', 'Thin Ice', "Alexander's Ragtime Band", 'The Paradine Case', 'The Old Dark House', 'Seven Sinners', 'Golden Earrings', 'The Garden of Allah', 'Captain Kidd', "Hobson's Choice", 'The Sign of the Cross', 'Judgment at Nuremberg', 'The Eddy Duchin Story', 'Les Misérables', 'Come to the Stable', 'The Rains Came', 'No Highway in the Sky', 'Stage Fright', 'Arch of Triumph', 'Young Bess', 'Love Is News', 'The Flame of New Orleans', 'Blonde Venus', 'Suez', 'The Spoilers', 'Abbott and Costello Meet Captain Kidd', 'This Above All', 'This Land Is Mine', 'Captain from Castile', 'Dishonored', 'Jesse James', 'Second Honeymoon', 'Mutiny on the Bounty', 'A Foreign Affair', 'Pittsburgh', 'The Barretts of Wimpole Street', 'The Sun Also Rises', 'Nightmare Alley', 'The Mark of Zorro', 'The Devil Is a Woman', 'Jamaica Inn', 'The Long Gray Line', 'In Old Chicago']]
Predicted Ans:    The Blue Angel
Predicted Path:   Witness for the Prosecution --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> The Blue Angel
Path (Raw):       Witness for the Prosecution --[starred_actors]--> Marlene Dietrich --[No Operation]--> Marlene Dietrich --[(INV) starred_actors]--> The Blue Angel
Neg LogProb(↓):   1.006382
Path Entropy(↓):  1.759949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in tight spot
Start Entity:     Tight Spot
Gold Answer:      [['Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Tight Spot --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[in_language]--> German
Path (Raw):       Tight Spot --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[in_language]--> German
Neg LogProb(↓):   0.032118
Path Entropy(↓):  0.157317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of jfk also directed which movies
Start Entity:     JFK
Gold Answer:      [['South of the Border', 'The Hand', 'Platoon', 'Nixon', 'Wall Street', 'Born on the Fourth of July', 'Talk Radio', 'Savages', 'World Trade Center', 'Alexander', 'U Turn', 'W.', 'Seizure', 'Natural Born Killers', 'Comandante', 'Any Given Sunday', 'The Doors', 'Salvador']]
Predicted Ans:    JFK
Predicted Path:   JFK --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK
Path (Raw):       JFK --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[No Operation]--> JFK
Neg LogProb(↓):   1.504800
Path Entropy(↓):  2.501265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films together with michael gottlieb
Start Entity:     Michael Gottlieb
Gold Answer:      [['Frank Borzage']]
Predicted Ans:    Frank Borzage
Predicted Path:   Michael Gottlieb --[(INV) directed_by]--> Mannequin --[directed_by]--> Frank Borzage
Path (Raw):       Michael Gottlieb --[No Operation]--> Michael Gottlieb --[(INV) directed_by]--> Mannequin --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.000144
Path Entropy(↓):  0.001538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the last angry man
Start Entity:     The Last Angry Man
Gold Answer:      [['1983', '1980', '1946', '2009', '1971', '1950', '1942', '1952', '1936', '1953', '1935', '1945', '1932', '1955', '1937']]
Predicted Ans:    1955
Predicted Path:   The Last Angry Man --[starred_actors]--> Betsy Palmer --[(INV) starred_actors]--> Queen Bee --[release_year]--> 1955
Path (Raw):       The Last Angry Man --[starred_actors]--> Betsy Palmer --[(INV) starred_actors]--> Queen Bee --[release_year]--> 1955
Neg LogProb(↓):   0.177852
Path Entropy(↓):  0.621419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by john kapelos
Start Entity:     John Kapelos
Gold Answer:      [['John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   John Kapelos --[(INV) starred_actors]--> The Breakfast Club --[written_by]--> John Hughes
Path (Raw):       John Kapelos --[No Operation]--> John Kapelos --[(INV) starred_actors]--> The Breakfast Club --[written_by]--> John Hughes
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film hunger
Start Entity:     Hunger
Gold Answer:      [['L.D. Goffigan']]
Predicted Ans:    Knut Hamsun
Predicted Path:   Hunger --[written_by]--> Knut Hamsun --[(INV) written_by]--> Hunger --[written_by]--> Knut Hamsun
Path (Raw):       Hunger --[written_by]--> Knut Hamsun --[(INV) written_by]--> Hunger --[written_by]--> Knut Hamsun
Neg LogProb(↓):   0.204150
Path Entropy(↓):  0.555461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described by farrelly brothers
Start Entity:     farrelly brothers
Gold Answer:      [["There's Something About Mary", 'Fever Pitch', 'Hall Pass', 'Stuck on You', 'Shallow Hal', 'Kingpin', 'The Heartbreak Kid']]
Predicted Ans:    Hall Pass
Predicted Path:   farrelly brothers --[(INV) has_tags]--> Hall Pass --[has_tags]--> farrelly brothers --[(INV) has_tags]--> Hall Pass
Path (Raw):       farrelly brothers --[(INV) has_tags]--> Hall Pass --[has_tags]--> farrelly brothers --[(INV) has_tags]--> Hall Pass
Neg LogProb(↓):   0.070326
Path Entropy(↓):  0.353288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with david siegel
Start Entity:     David Siegel
Gold Answer:      [['Scott McGehee']]
Predicted Ans:    Scott McGehee
Predicted Path:   David Siegel --[(INV) directed_by]--> The Deep End --[directed_by]--> Scott McGehee
Path (Raw):       David Siegel --[No Operation]--> David Siegel --[(INV) directed_by]--> The Deep End --[directed_by]--> Scott McGehee
Neg LogProb(↓):   0.104045
Path Entropy(↓):  0.416486
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the bad news bears director
Start Entity:     Bad News Bears
Gold Answer:      [['Kim Krizan', 'Robert Kaplow', 'Richard Linklater', 'Ethan Hawke', 'Julie Delpy', 'Albert Dupontel', 'Eric Bogosian', 'Philip K. Dick', 'Mike White', 'Skip Hollandsworth', 'Stephen Belber', 'Eric Schlosser']]
Predicted Ans:    Stephen Belber
Predicted Path:   Bad News Bears --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Tape --[written_by]--> Stephen Belber
Path (Raw):       Bad News Bears --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Tape --[written_by]--> Stephen Belber
Neg LogProb(↓):   1.126796
Path Entropy(↓):  1.604142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie a simple plan starred who
Start Entity:     A Simple Plan
Gold Answer:      [['Bill Paxton', 'Bridget Fonda', 'Billy Bob Thornton']]
Predicted Ans:    Matt Damon
Predicted Path:   A Simple Plan --[starred_actors]--> Billy Bob Thornton --[(INV) directed_by]--> All the Pretty Horses --[starred_actors]--> Matt Damon
Path (Raw):       A Simple Plan --[starred_actors]--> Billy Bob Thornton --[(INV) directed_by]--> All the Pretty Horses --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.512565
Path Entropy(↓):  0.860980
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by the woman in the fifth writers release
Start Entity:     The Woman in the Fifth
Gold Answer:      [['1989', '1997', '2010']]
Predicted Ans:    1997
Predicted Path:   The Woman in the Fifth --[written_by]--> Douglas Kennedy --[(INV) written_by]--> Welcome to Woop Woop --[release_year]--> 1997
Path (Raw):       The Woman in the Fifth --[written_by]--> Douglas Kennedy --[(INV) written_by]--> Welcome to Woop Woop --[release_year]--> 1997
Neg LogProb(↓):   0.154019
Path Entropy(↓):  0.419509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is the single moms club in
Start Entity:     The Single Moms Club
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Single Moms Club --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Single Moms Club --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.775382
Path Entropy(↓):  5.154650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of as it is in heaven
Start Entity:     As It Is in Heaven
Gold Answer:      [['The Girl with the Dragon Tattoo', 'Disconnect']]
Predicted Ans:    The Girl with the Dragon Tattoo
Predicted Path:   As It Is in Heaven --[starred_actors]--> Michael Nyqvist --[(INV) starred_actors]--> The Girl with the Dragon Tattoo
Path (Raw):       As It Is in Heaven --[starred_actors]--> Michael Nyqvist --[No Operation]--> Michael Nyqvist --[(INV) starred_actors]--> The Girl with the Dragon Tattoo
Neg LogProb(↓):   0.022009
Path Entropy(↓):  0.105659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed hard eight
Start Entity:     Hard Eight
Gold Answer:      [['Upton Sinclair', 'Paul Thomas Anderson', 'Thomas Pynchon']]
Predicted Ans:    Paul Thomas Anderson
Predicted Path:   Hard Eight --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Punch-Drunk Love --[written_by]--> Paul Thomas Anderson
Path (Raw):       Hard Eight --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Punch-Drunk Love --[written_by]--> Paul Thomas Anderson
Neg LogProb(↓):   0.820549
Path Entropy(↓):  1.309730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of christopher petit written films
Start Entity:     Christopher Petit
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Christopher Petit --[(INV) written_by]--> Radio On --[release_year]--> 1979
Path (Raw):       Christopher Petit --[No Operation]--> Christopher Petit --[(INV) written_by]--> Radio On --[release_year]--> 1979
Neg LogProb(↓):   0.000315
Path Entropy(↓):  0.002851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie direct action
Start Entity:     Direct Action
Gold Answer:      [['Gordon Graham', 'Joseph Kahn', 'Mark Palermo', 'Stephen Sewell', 'Sidney J. Furie', 'Billie Holiday', 'Mikko Niskanen', 'Paavo Rintala', 'Stuart Douglass', 'James Doran']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   Direct Action --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Path (Raw):       Direct Action --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Neg LogProb(↓):   0.671091
Path Entropy(↓):  1.122412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of escanaba in da moonlight also starred in which films
Start Entity:     Escanaba in da Moonlight
Gold Answer:      [['Dumb and Dumber To', 'Super Sucker', 'Fly Away Home', 'The House on Carroll Street', 'Arachnophobia', '101 Dalmatians', 'The Goodbye Girl', 'Heartburn', 'Space Chimps', 'The Crossing', 'Something Wild', 'Chasing Sleep', 'Trial and Error', 'Blood Work', 'My Favorite Martian', 'Welcome Home, Roxy Carmichael', 'The Lookout', 'The Answer Man']]
Predicted Ans:    Escanaba in da Moonlight
Predicted Path:   Escanaba in da Moonlight --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> Escanaba in da Moonlight
Path (Raw):       Escanaba in da Moonlight --[starred_actors]--> Jeff Daniels --[No Operation]--> Jeff Daniels --[(INV) starred_actors]--> Escanaba in da Moonlight
Neg LogProb(↓):   0.931238
Path Entropy(↓):  1.595514
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movie singin'in the rain
Start Entity:     Singin' in the Rain
Gold Answer:      [['Gene Kelly', "Donald O'Connor", 'Debbie Reynolds', 'Jean Hagen']]
Predicted Ans:    Gene Kelly
Predicted Path:   Singin' in the Rain --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> Xanadu --[starred_actors]--> Gene Kelly
Path (Raw):       Singin' in the Rain --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> Xanadu --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.025268
Path Entropy(↓):  0.152064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film no time for sergeants
Start Entity:     No Time for Sergeants
Gold Answer:      [['Rob Thompson', 'Nelson Gidding', 'Hugh Wilson', 'W.D. Richter', 'Joe Hyams', 'Richard Emery Roberts', 'Budd Schulberg', 'Margaret Anne Barnes', 'Weldon Hill', 'Marc Fienberg']]
Predicted Ans:    Hugh Wilson
Predicted Path:   No Time for Sergeants --[starred_actors]--> Andy Griffith --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Path (Raw):       No Time for Sergeants --[starred_actors]--> Andy Griffith --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Neg LogProb(↓):   0.009969
Path Entropy(↓):  0.064405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of paperhouse is also the director of which films
Start Entity:     Paperhouse
Gold Answer:      [['Candyman', 'Mr. Nice', 'Anna Karenina', 'Chicago Joe and the Showgirl']]
Predicted Ans:    Anna Karenina
Predicted Path:   Paperhouse --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Anna Karenina
Path (Raw):       Paperhouse --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Anna Karenina --[No Operation]--> Anna Karenina
Neg LogProb(↓):   0.339419
Path Entropy(↓):  0.754342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the labor day director
Start Entity:     Labor Day
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Labor Day --[directed_by]--> Jason Reitman --[(INV) directed_by]--> Thank You for Smoking --[has_genre]--> Comedy
Path (Raw):       Labor Day --[directed_by]--> Jason Reitman --[(INV) directed_by]--> Thank You for Smoking --[has_genre]--> Comedy
Neg LogProb(↓):   1.552858
Path Entropy(↓):  1.937747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film esther kahn starred which actors
Start Entity:     Esther Kahn
Gold Answer:      [['Summer Phoenix', 'Ian Holm']]
Predicted Ans:    Ian Holm
Predicted Path:   Esther Kahn --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild --[starred_actors]--> Ian Holm
Path (Raw):       Esther Kahn --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild --[starred_actors]--> Ian Holm
Neg LogProb(↓):   0.001252
Path Entropy(↓):  0.010667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie weekender were released in which years
Start Entity:     Weekender
Gold Answer:      [['2008', '2011', '2014', '2013']]
Predicted Ans:    2014
Predicted Path:   Weekender --[starred_actors]--> Jack O'Connell --[(INV) starred_actors]--> Unbroken --[release_year]--> 2014
Path (Raw):       Weekender --[starred_actors]--> Jack O'Connell --[(INV) starred_actors]--> Unbroken --[release_year]--> 2014
Neg LogProb(↓):   0.478407
Path Entropy(↓):  0.894361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed control room
Start Entity:     Control Room
Gold Answer:      [['Jehane Noujaim']]
Predicted Ans:    Jehane Noujaim
Predicted Path:   Control Room --[directed_by]--> Jehane Noujaim --[(INV) directed_by]--> Control Room --[directed_by]--> Jehane Noujaim
Path (Raw):       Control Room --[directed_by]--> Jehane Noujaim --[(INV) directed_by]--> Control Room --[directed_by]--> Jehane Noujaim
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by tony randel
Start Entity:     Tony Randel
Gold Answer:      [['Fist of the North Star', 'Children of the Night']]
Predicted Ans:    Fist of the North Star
Predicted Path:   Tony Randel --[(INV) written_by]--> Fist of the North Star --[written_by]--> Tony Randel --[(INV) written_by]--> Fist of the North Star
Path (Raw):       Tony Randel --[(INV) written_by]--> Fist of the North Star --[written_by]--> Tony Randel --[(INV) written_by]--> Fist of the North Star
Neg LogProb(↓):   0.013102
Path Entropy(↓):  0.092351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by vivaan shah
Start Entity:     Vivaan Shah
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Vivaan Shah --[(INV) starred_actors]--> 7 Khoon Maaf --[release_year]--> 2011
Path (Raw):       Vivaan Shah --[No Operation]--> Vivaan Shah --[(INV) starred_actors]--> 7 Khoon Maaf --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by tony bancroft were written by who
Start Entity:     Tony Bancroft
Gold Answer:      [['Rita Hsiao', 'Raymond Singer', 'Robert D. San Souci', 'Philip LaZebnik', 'Chris Sanders']]
Predicted Ans:    Chris Sanders
Predicted Path:   Tony Bancroft --[(INV) directed_by]--> Mulan --[written_by]--> Chris Sanders
Path (Raw):       Tony Bancroft --[No Operation]--> Tony Bancroft --[(INV) directed_by]--> Mulan --[written_by]--> Chris Sanders
Neg LogProb(↓):   0.375141
Path Entropy(↓):  0.822083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of a christmas story
Start Entity:     A Christmas Story
Gold Answer:      [['Bob Clark', 'Fred Schepisi', 'Dick Bartlett']]
Predicted Ans:    Dick Bartlett
Predicted Path:   A Christmas Story --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss --[directed_by]--> Dick Bartlett
Path (Raw):       A Christmas Story --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss --[directed_by]--> Dick Bartlett
Neg LogProb(↓):   0.658304
Path Entropy(↓):  1.298156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by adele mara
Start Entity:     Adele Mara
Gold Answer:      [['Allan Dwan', 'Edward Ludwig']]
Predicted Ans:    Edward Ludwig
Predicted Path:   Adele Mara --[(INV) starred_actors]--> Wake of the Red Witch --[directed_by]--> Edward Ludwig
Path (Raw):       Adele Mara --[No Operation]--> Adele Mara --[(INV) starred_actors]--> Wake of the Red Witch --[directed_by]--> Edward Ludwig
Neg LogProb(↓):   0.059092
Path Entropy(↓):  0.234894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of detour
Start Entity:     Detour
Gold Answer:      [['Severin Eskeland']]
Predicted Ans:    Edgar G. Ulmer
Predicted Path:   Detour --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> The Amazing Transparent Man --[directed_by]--> Edgar G. Ulmer
Path (Raw):       Detour --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> The Amazing Transparent Man --[directed_by]--> Edgar G. Ulmer
Neg LogProb(↓):   0.485515
Path Entropy(↓):  1.273905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies acted by ron jeremy release
Start Entity:     Ron Jeremy
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Ron Jeremy --[(INV) starred_actors]--> Bloody Bloody Bible Camp --[release_year]--> 2012
Path (Raw):       Ron Jeremy --[No Operation]--> Ron Jeremy --[(INV) starred_actors]--> Bloody Bloody Bible Camp --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by albert brooks in
Start Entity:     Albert Brooks
Gold Answer:      [['Romance', 'Music', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Albert Brooks --[(INV) starred_actors]--> Lost in America --[has_genre]--> Comedy
Path (Raw):       Albert Brooks --[No Operation]--> Albert Brooks --[(INV) starred_actors]--> Lost in America --[has_genre]--> Comedy
Neg LogProb(↓):   0.167184
Path Entropy(↓):  0.456251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of shakespeare in love also wrote which films
Start Entity:     Shakespeare in Love
Gold Answer:      [['Enigma', 'The Aviator', 'The Romantic Englishwoman', 'The Killer Elite', 'The Russia House', 'Vatel', 'Billy Bathgate', 'The Human Factor', 'Anna Karenina', 'Brazil']]
Predicted Ans:    The Killer Elite
Predicted Path:   Shakespeare in Love --[written_by]--> Marc Norman --[(INV) written_by]--> The Killer Elite
Path (Raw):       Shakespeare in Love --[written_by]--> Marc Norman --[(INV) written_by]--> The Killer Elite --[No Operation]--> The Killer Elite
Neg LogProb(↓):   0.791074
Path Entropy(↓):  0.994988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of passion in the desert
Start Entity:     Passion in the Desert
Gold Answer:      [['Colonel Chabert', 'Cousin Bette', 'La Belle Noiseuse']]
Predicted Ans:    La Belle Noiseuse
Predicted Path:   Passion in the Desert --[written_by]--> Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse
Path (Raw):       Passion in the Desert --[No Operation]--> Passion in the Desert --[written_by]--> Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse
Neg LogProb(↓):   1.016096
Path Entropy(↓):  1.387229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by things to do in denver when you're dead actors
Start Entity:     Things to Do in Denver When You're Dead
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Things to Do in Denver When You're Dead --[starred_actors]--> Christopher Lloyd --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Things to Do in Denver When You're Dead --[starred_actors]--> Christopher Lloyd --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000248
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of going my way also wrote movies
Start Entity:     Going My Way
Gold Answer:      [['Love Affair', 'Once Upon a Honeymoon', 'The Cowboy and the Lady', 'My Son John', 'An Affair to Remember', 'Satan Never Sleeps', "The Bells of St. Mary's", "Rally 'Round the Flag, Boys!", 'My Favorite Wife']]
Predicted Ans:    The Bells of St. Mary's
Predicted Path:   Going My Way --[written_by]--> Leo McCarey --[(INV) written_by]--> The Bells of St. Mary's
Path (Raw):       Going My Way --[written_by]--> Leo McCarey --[(INV) written_by]--> The Bells of St. Mary's --[No Operation]--> The Bells of St. Mary's
Neg LogProb(↓):   0.634080
Path Entropy(↓):  1.101964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for terminal usa
Start Entity:     Terminal USA
Gold Answer:      [['Jon Moritsugu']]
Predicted Ans:    Jon Moritsugu
Predicted Path:   Terminal USA --[written_by]--> Jon Moritsugu --[(INV) written_by]--> Terminal USA --[written_by]--> Jon Moritsugu
Path (Raw):       Terminal USA --[written_by]--> Jon Moritsugu --[(INV) written_by]--> Terminal USA --[written_by]--> Jon Moritsugu
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by young at heart actors
Start Entity:     Young at Heart
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Young at Heart --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Path (Raw):       Young at Heart --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Neg LogProb(↓):   0.755385
Path Entropy(↓):  1.373944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the taxi 2 director release
Start Entity:     Taxi 2
Gold Answer:      [['2001', '2003', '2007']]
Predicted Ans:    2001
Predicted Path:   Taxi 2 --[directed_by]--> Gérard Krawczyk --[(INV) directed_by]--> Wasabi --[release_year]--> 2001
Path (Raw):       Taxi 2 --[directed_by]--> Gérard Krawczyk --[(INV) directed_by]--> Wasabi --[release_year]--> 2001
Neg LogProb(↓):   0.131990
Path Entropy(↓):  0.503579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by dana olsen
Start Entity:     Dana Olsen
Gold Answer:      [['Bruce Dern', 'John Candy', 'Tom Hanks', 'Carrie Fisher', 'Rick Ducommun', 'Dan Aykroyd']]
Predicted Ans:    Tom Hanks
Predicted Path:   Dana Olsen --[(INV) written_by]--> The 'Burbs --[starred_actors]--> Tom Hanks
Path (Raw):       Dana Olsen --[No Operation]--> Dana Olsen --[(INV) written_by]--> The 'Burbs --[starred_actors]--> Tom Hanks
Neg LogProb(↓):   0.097256
Path Entropy(↓):  0.327040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by anthony diblasi were written by who
Start Entity:     Anthony DiBlasi
Gold Answer:      [['Clive Barker']]
Predicted Ans:    Anthony DiBlasi
Predicted Path:   Anthony DiBlasi --[(INV) directed_by]--> Missionary --[directed_by]--> Anthony DiBlasi
Path (Raw):       Anthony DiBlasi --[No Operation]--> Anthony DiBlasi --[(INV) directed_by]--> Missionary --[directed_by]--> Anthony DiBlasi
Neg LogProb(↓):   0.045103
Path Entropy(↓):  0.182546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film the interpreter were released in which years
Start Entity:     The Interpreter
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '1955', '2011', '2013', '1988', '1949', '1997', '1975', '2005', '1991', '1999', '1945', '1986']]
Predicted Ans:    2011
Predicted Path:   The Interpreter --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Path (Raw):       The Interpreter --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Neg LogProb(↓):   1.130989
Path Entropy(↓):  1.875916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was hal salwen the writer of
Start Entity:     Hal Salwen
Gold Answer:      [['Denise Calls Up']]
Predicted Ans:    Denise Calls Up
Predicted Path:   Hal Salwen --[(INV) written_by]--> Denise Calls Up --[written_by]--> Hal Salwen --[(INV) written_by]--> Denise Calls Up
Path (Raw):       Hal Salwen --[(INV) written_by]--> Denise Calls Up --[written_by]--> Hal Salwen --[(INV) written_by]--> Denise Calls Up
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film zero tolerance starred which actors
Start Entity:     Zero Tolerance
Gold Answer:      [['Jakob Eklund']]
Predicted Ans:    Jakob Eklund
Predicted Path:   Zero Tolerance --[starred_actors]--> Jakob Eklund --[(INV) starred_actors]--> Zero Tolerance --[starred_actors]--> Jakob Eklund
Path (Raw):       Zero Tolerance --[starred_actors]--> Jakob Eklund --[(INV) starred_actors]--> Zero Tolerance --[starred_actors]--> Jakob Eklund
Neg LogProb(↓):   0.723679
Path Entropy(↓):  1.009846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by derren brown
Start Entity:     Derren Brown
Gold Answer:      [['Richard Dawkins']]
Predicted Ans:    Richard Dawkins
Predicted Path:   Derren Brown --[(INV) starred_actors]--> The Enemies of Reason --[written_by]--> Richard Dawkins
Path (Raw):       Derren Brown --[No Operation]--> Derren Brown --[(INV) starred_actors]--> The Enemies of Reason --[written_by]--> Richard Dawkins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of heist
Start Entity:     Heist
Gold Answer:      [['Steve Martin', 'Chiwetel Ejiofor', 'William H. Macy', 'Joe Mantegna', 'Basil Radford', 'Jeffrey Tambor', 'Gemma Jones', 'Nigel Hawthorne', 'Rebecca Pidgeon', 'Robert Donat', 'Cedric Hardwicke', 'Don Ameche', 'Campbell Scott', 'Debra Eisenstadt', 'Val Kilmer', 'Derek Luke', 'Tia Texada', 'Ben Gazzara', 'Margaret Leighton', 'Lindsay Crouse', 'Alice Braga', 'Al Pacino', 'Helen Mirren']]
Predicted Ans:    William H. Macy
Predicted Path:   Heist --[directed_by]--> David Mamet --[(INV) directed_by]--> Homicide --[starred_actors]--> William H. Macy
Path (Raw):       Heist --[directed_by]--> David Mamet --[(INV) directed_by]--> Homicide --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.291761
Path Entropy(↓):  0.906521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of kristina lindstrom written movies
Start Entity:     Kristina Lindström
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Kristina Lindström --[(INV) written_by]--> Palme --[release_year]--> 2012
Path (Raw):       Kristina Lindström --[No Operation]--> Kristina Lindström --[(INV) written_by]--> Palme --[release_year]--> 2012
Neg LogProb(↓):   0.021004
Path Entropy(↓):  0.101079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by shaquille o'neal
Start Entity:     Shaquille O'Neal
Gold Answer:      [['Kenneth Johnson']]
Predicted Ans:    Kenneth Johnson
Predicted Path:   Shaquille O'Neal --[(INV) starred_actors]--> Steel --[directed_by]--> Kenneth Johnson
Path (Raw):       Shaquille O'Neal --[No Operation]--> Shaquille O'Neal --[(INV) starred_actors]--> Steel --[directed_by]--> Kenneth Johnson
Neg LogProb(↓):   0.002614
Path Entropy(↓):  0.018138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie russian dolls, when was it released
Start Entity:     Russian Dolls
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Russian Dolls --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Russian Dolls --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.839711
Path Entropy(↓):  4.404515
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie surf nazis must die, when was it released
Start Entity:     Surf Nazis Must Die
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Surf Nazis Must Die --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Surf Nazis Must Die --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.749398
Path Entropy(↓):  4.314221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by rolf silber
Start Entity:     Rolf Silber
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Rolf Silber --[(INV) directed_by]--> Regular Guys --[in_language]--> German
Path (Raw):       Rolf Silber --[No Operation]--> Rolf Silber --[(INV) directed_by]--> Regular Guys --[in_language]--> German
Neg LogProb(↓):   0.000478
Path Entropy(↓):  0.004128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of deja vu
Start Entity:     Déjà Vu
Gold Answer:      [['Victoria Tennant', 'Melissa Leo', 'Suzanne Bertish', 'Nelly Alard', 'Victoria Foyt', 'Henry Jaglom', 'Tuesday Weld', 'Phil Proctor', 'Orson Welles', 'Andrea Marcovicci', 'Viveca Lindfors', 'Jack Nicholson', 'Tanna Frederick']]
Predicted Ans:    Andrea Marcovicci
Predicted Path:   Déjà Vu --[written_by]--> Henry Jaglom --[(INV) written_by]--> Irene in Time --[starred_actors]--> Andrea Marcovicci
Path (Raw):       Déjà Vu --[written_by]--> Henry Jaglom --[(INV) written_by]--> Irene in Time --[starred_actors]--> Andrea Marcovicci
Neg LogProb(↓):   0.298193
Path Entropy(↓):  0.705386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by john mcintire were in which genres
Start Entity:     John McIntire
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Western
Predicted Path:   John McIntire --[(INV) starred_actors]--> Rough Night in Jericho --[has_genre]--> Western
Path (Raw):       John McIntire --[No Operation]--> John McIntire --[(INV) starred_actors]--> Rough Night in Jericho --[has_genre]--> Western
Neg LogProb(↓):   0.070741
Path Entropy(↓):  0.281252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of accident on hill road was who
Start Entity:     Accident on Hill Road
Gold Answer:      [['Mahesh Nair']]
Predicted Ans:    Mahesh Nair
Predicted Path:   Accident on Hill Road --[directed_by]--> Mahesh Nair --[(INV) directed_by]--> Accident on Hill Road --[directed_by]--> Mahesh Nair
Path (Raw):       Accident on Hill Road --[directed_by]--> Mahesh Nair --[(INV) directed_by]--> Accident on Hill Road --[directed_by]--> Mahesh Nair
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of barbary coast gent
Start Entity:     Barbary Coast Gent
Gold Answer:      [['Min and Bill', 'Billy the Kid Versus Dracula', 'The Black Sleep', 'The Champ', 'Dinner at Eight', 'The Last of the Mohicans', 'The Big House', 'A Date with Judy', 'The Divorce of Lady X', 'Stagecoach', 'Treasure Island', 'The Monster Club', 'The House of Seven Corpses', 'Slave Ship', 'The Unearthly', 'The Sentinel', 'China Seas', 'Barnacle Bill', 'House of Dracula', 'A Message to Garcia', 'Bluebeard', 'Broadway Melody of 1938', 'Rendezvous', 'The Incredible Petrified World', 'Ah, Wilderness!', 'Captain Kidd', 'House of Frankenstein', 'Viva Villa!', 'Revenge of the Zombies', 'The Spanish Main', 'Stand Up and Fight', 'The Secret Six', 'Robin Hood']]
Predicted Ans:    Bluebeard
Predicted Path:   Barbary Coast Gent --[starred_actors]--> John Carradine --[(INV) starred_actors]--> Bluebeard
Path (Raw):       Barbary Coast Gent --[starred_actors]--> John Carradine --[No Operation]--> John Carradine --[(INV) starred_actors]--> Bluebeard
Neg LogProb(↓):   0.680491
Path Entropy(↓):  1.110839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in up in arms
Start Entity:     Up in Arms
Gold Answer:      [['Dinah Shore', 'Danny Kaye']]
Predicted Ans:    Danny Kaye
Predicted Path:   Up in Arms --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> Me and the Colonel --[starred_actors]--> Danny Kaye
Path (Raw):       Up in Arms --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> Me and the Colonel --[starred_actors]--> Danny Kaye
Neg LogProb(↓):   0.000582
Path Entropy(↓):  0.005220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by a troll in central park writers release
Start Entity:     A Troll in Central Park
Gold Answer:      [['1990', '1989', '1982', '1994', '2012']]
Predicted Ans:    1994
Predicted Path:   A Troll in Central Park --[written_by]--> Don Bluth --[(INV) written_by]--> Thumbelina --[release_year]--> 1994
Path (Raw):       A Troll in Central Park --[written_by]--> Don Bluth --[(INV) written_by]--> Thumbelina --[release_year]--> 1994
Neg LogProb(↓):   0.318719
Path Entropy(↓):  0.716092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of zone troopers
Start Entity:     Zone Troopers
Gold Answer:      [['The Rocketeer', 'The Wrong Guys']]
Predicted Ans:    The Wrong Guys
Predicted Path:   Zone Troopers --[written_by]--> Danny Bilson --[(INV) written_by]--> The Wrong Guys
Path (Raw):       Zone Troopers --[No Operation]--> Zone Troopers --[written_by]--> Danny Bilson --[(INV) written_by]--> The Wrong Guys
Neg LogProb(↓):   0.351235
Path Entropy(↓):  0.917661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by amaia salamanca were directed by who
Start Entity:     Amaia Salamanca
Gold Answer:      [['Fernando González Molina']]
Predicted Ans:    Fernando González Molina
Predicted Path:   Amaia Salamanca --[(INV) starred_actors]--> Brain Drain --[directed_by]--> Fernando González Molina
Path (Raw):       Amaia Salamanca --[No Operation]--> Amaia Salamanca --[(INV) starred_actors]--> Brain Drain --[directed_by]--> Fernando González Molina
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is the mirror crack'd
Start Entity:     The Mirror Crack'd
Gold Answer:      [['Mystery', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   The Mirror Crack'd --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       The Mirror Crack'd --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.607987
Path Entropy(↓):  1.454027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of we live again
Start Entity:     We Live Again
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   We Live Again --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[in_language]--> English
Path (Raw):       We Live Again --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[in_language]--> English
Neg LogProb(↓):   0.001688
Path Entropy(↓):  0.013025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did steve miner direct
Start Entity:     Steve Miner
Gold Answer:      [['Forever Young', 'Friday the 13th Part 2', 'Warlock', 'Friday the 13th Part III', 'My Father the Hero', 'Texas Rangers', 'House', 'Day of the Dead', 'Lake Placid', 'Big Bully', 'Soul Man']]
Predicted Ans:    Friday the 13th Part 2
Predicted Path:   Steve Miner --[(INV) directed_by]--> Friday the 13th Part 2 --[directed_by]--> Steve Miner --[(INV) directed_by]--> Friday the 13th Part 2
Path (Raw):       Steve Miner --[(INV) directed_by]--> Friday the 13th Part 2 --[directed_by]--> Steve Miner --[(INV) directed_by]--> Friday the 13th Part 2
Neg LogProb(↓):   1.207561
Path Entropy(↓):  3.080212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of crush
Start Entity:     Crush
Gold Answer:      [["Jesus' Son"]]
Predicted Ans:    Crush
Predicted Path:   Crush --[directed_by]--> John McKay --[(INV) directed_by]--> Crush
Path (Raw):       Crush --[No Operation]--> Crush --[directed_by]--> John McKay --[(INV) directed_by]--> Crush
Neg LogProb(↓):   0.187763
Path Entropy(↓):  0.584278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films directed by the the hairdresser's husband director release
Start Entity:     The Hairdresser's Husband
Gold Answer:      [['2000', '1989', '2004', '2012', '2013']]
Predicted Ans:    2013
Predicted Path:   The Hairdresser's Husband --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> A Promise --[release_year]--> 2013
Path (Raw):       The Hairdresser's Husband --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> A Promise --[release_year]--> 2013
Neg LogProb(↓):   0.428265
Path Entropy(↓):  1.083752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film big momma's house were in which genres
Start Entity:     Big Momma's House
Gold Answer:      [['Music', 'Drama', 'Animation', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Big Momma's House --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Path (Raw):       Big Momma's House --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Neg LogProb(↓):   0.715117
Path Entropy(↓):  1.797317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter ted elliott co - wrote films with who
Start Entity:     Ted Elliott
Gold Answer:      [['Terry Rossio', 'Max Borenstein', 'Roland Emmerich', 'David S. Goyer', 'Dean Devlin', 'Robert A. Heinlein']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Ted Elliott --[(INV) written_by]--> Godzilla --[written_by]--> Roland Emmerich
Path (Raw):       Ted Elliott --[No Operation]--> Ted Elliott --[(INV) written_by]--> Godzilla --[written_by]--> Roland Emmerich
Neg LogProb(↓):   0.006541
Path Entropy(↓):  0.046581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with riddick fall under
Start Entity:     Riddick
Gold Answer:      [['Horror', 'Adventure', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Riddick --[directed_by]--> David Twohy --[(INV) directed_by]--> A Perfect Getaway --[has_genre]--> Thriller
Path (Raw):       Riddick --[directed_by]--> David Twohy --[(INV) directed_by]--> A Perfect Getaway --[has_genre]--> Thriller
Neg LogProb(↓):   0.529247
Path Entropy(↓):  1.008911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ian carmichael appeared in the same movie with who
Start Entity:     Ian Carmichael
Gold Answer:      [['Richard Attenborough', 'Jon Heder', 'Peter Sellers', 'Billy Bob Thornton']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   Ian Carmichael --[(INV) starred_actors]--> School for Scoundrels --[starred_actors]--> Billy Bob Thornton
Path (Raw):       Ian Carmichael --[No Operation]--> Ian Carmichael --[(INV) starred_actors]--> School for Scoundrels --[starred_actors]--> Billy Bob Thornton
Neg LogProb(↓):   0.051640
Path Entropy(↓):  0.212225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the lion king were in which genres
Start Entity:     The Lion King
Gold Answer:      [['Romance', 'Family', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Lion King --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Path (Raw):       The Lion King --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Neg LogProb(↓):   1.908958
Path Entropy(↓):  2.976496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of martyrs
Start Entity:     Martyrs
Gold Answer:      [['2012']]
Predicted Ans:    2008
Predicted Path:   Martyrs --[directed_by]--> Pascal Laugier --[(INV) directed_by]--> Martyrs --[release_year]--> 2008
Path (Raw):       Martyrs --[directed_by]--> Pascal Laugier --[(INV) directed_by]--> Martyrs --[release_year]--> 2008
Neg LogProb(↓):   0.157316
Path Entropy(↓):  0.414941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in wild geese ii
Start Entity:     Wild Geese II
Gold Answer:      [['Edward Fox']]
Predicted Ans:    Edward Fox
Predicted Path:   Wild Geese II --[starred_actors]--> Edward Fox --[(INV) starred_actors]--> Force 10 from Navarone --[starred_actors]--> Edward Fox
Path (Raw):       Wild Geese II --[starred_actors]--> Edward Fox --[(INV) starred_actors]--> Force 10 from Navarone --[starred_actors]--> Edward Fox
Neg LogProb(↓):   0.564245
Path Entropy(↓):  1.081377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the beekeeper were in which genres
Start Entity:     The Beekeeper
Gold Answer:      [['Drama', 'History']]
Predicted Ans:    Drama
Predicted Path:   The Beekeeper --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[has_genre]--> Drama
Path (Raw):       The Beekeeper --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[has_genre]--> Drama
Neg LogProb(↓):   0.022026
Path Entropy(↓):  0.120524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Meghan ory appears in which movies
Start Entity:     Meghan Ory
Gold Answer:      [['Dark House']]
Predicted Ans:    Dark House
Predicted Path:   Meghan Ory --[(INV) starred_actors]--> Dark House --[starred_actors]--> Luke Kleintank --[(INV) starred_actors]--> Dark House
Path (Raw):       Meghan Ory --[(INV) starred_actors]--> Dark House --[starred_actors]--> Luke Kleintank --[(INV) starred_actors]--> Dark House
Neg LogProb(↓):   0.001349
Path Entropy(↓):  0.010416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of ararat were directed by who
Start Entity:     Ararat
Gold Answer:      [['John Irvin', 'Atom Egoyan']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Ararat --[written_by]--> Atom Egoyan --[(INV) written_by]--> Next of Kin --[directed_by]--> Atom Egoyan
Path (Raw):       Ararat --[written_by]--> Atom Egoyan --[(INV) written_by]--> Next of Kin --[directed_by]--> Atom Egoyan
Neg LogProb(↓):   0.085986
Path Entropy(↓):  0.436403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a hole in the head
Start Entity:     A Hole in the Head
Gold Answer:      [['Wild Is the Wind', 'Goodbye, Columbus', 'A Chorus Line', 'Funny Lady', 'And the Band Played On', 'Love with the Proper Stranger']]
Predicted Ans:    Funny Lady
Predicted Path:   A Hole in the Head --[written_by]--> Arnold Schulman --[(INV) written_by]--> Funny Lady
Path (Raw):       A Hole in the Head --[No Operation]--> A Hole in the Head --[written_by]--> Arnold Schulman --[(INV) written_by]--> Funny Lady
Neg LogProb(↓):   0.719364
Path Entropy(↓):  1.702582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of battle of britain
Start Entity:     Battle of Britain
Gold Answer:      [['Ronald Neame']]
Predicted Ans:    Ronald Neame
Predicted Path:   Battle of Britain --[written_by]--> James Kennaway --[(INV) written_by]--> Tunes of Glory --[directed_by]--> Ronald Neame
Path (Raw):       Battle of Britain --[written_by]--> James Kennaway --[(INV) written_by]--> Tunes of Glory --[directed_by]--> Ronald Neame
Neg LogProb(↓):   0.035546
Path Entropy(↓):  0.170701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by stephen fry were written by who
Start Entity:     Stephen Fry
Gold Answer:      [['Evelyn Waugh']]
Predicted Ans:    Evelyn Waugh
Predicted Path:   Stephen Fry --[(INV) directed_by]--> Bright Young Things --[written_by]--> Evelyn Waugh
Path (Raw):       Stephen Fry --[No Operation]--> Stephen Fry --[(INV) directed_by]--> Bright Young Things --[written_by]--> Evelyn Waugh
Neg LogProb(↓):   0.728247
Path Entropy(↓):  1.173553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the princess and the pirate in
Start Entity:     The Princess and the Pirate
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Princess and the Pirate --[written_by]--> Sy Bartlett --[(INV) written_by]--> A Gathering of Eagles --[in_language]--> English
Path (Raw):       The Princess and the Pirate --[written_by]--> Sy Bartlett --[(INV) written_by]--> A Gathering of Eagles --[in_language]--> English
Neg LogProb(↓):   0.276322
Path Entropy(↓):  0.720170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie fear x are written by who
Start Entity:     Fear X
Gold Answer:      [['Hossein Amini', 'Nicolas Winding Refn', 'James Sallis']]
Predicted Ans:    Nicolas Winding Refn
Predicted Path:   Fear X --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[written_by]--> Nicolas Winding Refn
Path (Raw):       Fear X --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[written_by]--> Nicolas Winding Refn
Neg LogProb(↓):   0.000822
Path Entropy(↓):  0.007876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by john quaintance in
Start Entity:     John Quaintance
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Quaintance --[(INV) written_by]--> Material Girls --[has_genre]--> Comedy
Path (Raw):       John Quaintance --[No Operation]--> John Quaintance --[(INV) written_by]--> Material Girls --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in screamers
Start Entity:     Screamers
Gold Answer:      [['Drama', 'War', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Screamers --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[has_genre]--> Drama
Path (Raw):       Screamers --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[has_genre]--> Drama
Neg LogProb(↓):   0.120693
Path Entropy(↓):  0.416349
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by matt letscher
Start Entity:     Matt Letscher
Gold Answer:      [['Teena Booth', 'Sylvie White']]
Predicted Ans:    Sylvie White
Predicted Path:   Matt Letscher --[(INV) starred_actors]--> Amish Grace --[written_by]--> Sylvie White
Path (Raw):       Matt Letscher --[No Operation]--> Matt Letscher --[(INV) starred_actors]--> Amish Grace --[written_by]--> Sylvie White
Neg LogProb(↓):   0.004834
Path Entropy(↓):  0.030535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of cat ballou
Start Entity:     Cat Ballou
Gold Answer:      [['Elliot Silverstein']]
Predicted Ans:    Elliot Silverstein
Predicted Path:   Cat Ballou --[directed_by]--> Elliot Silverstein --[(INV) directed_by]--> The Car --[directed_by]--> Elliot Silverstein
Path (Raw):       Cat Ballou --[directed_by]--> Elliot Silverstein --[(INV) directed_by]--> The Car --[directed_by]--> Elliot Silverstein
Neg LogProb(↓):   0.048879
Path Entropy(↓):  0.210181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of stuck
Start Entity:     Stuck
Gold Answer:      [['Re-Animator', 'The Dentist', 'Robot Jox', 'From Beyond', 'Castle Freak', 'Space Truckers']]
Predicted Ans:    From Beyond
Predicted Path:   Stuck --[written_by]--> Stuart Gordon --[(INV) written_by]--> From Beyond
Path (Raw):       Stuck --[No Operation]--> Stuck --[written_by]--> Stuart Gordon --[(INV) written_by]--> From Beyond
Neg LogProb(↓):   0.145045
Path Entropy(↓):  0.460071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by dick bartlett
Start Entity:     Dick Bartlett
Gold Answer:      [['Jean Shepherd']]
Predicted Ans:    Jean Shepherd
Predicted Path:   Dick Bartlett --[(INV) directed_by]--> Ollie Hopnoodle's Haven of Bliss --[starred_actors]--> Jean Shepherd
Path (Raw):       Dick Bartlett --[No Operation]--> Dick Bartlett --[(INV) directed_by]--> Ollie Hopnoodle's Haven of Bliss --[starred_actors]--> Jean Shepherd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by arthur j. beckhard were in which genres
Start Entity:     Arthur J. Beckhard
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Arthur J. Beckhard --[(INV) written_by]--> Curly Top --[has_genre]--> Musical
Path (Raw):       Arthur J. Beckhard --[No Operation]--> Arthur J. Beckhard --[(INV) written_by]--> Curly Top --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by mark robson were in which genres
Start Entity:     Mark Robson
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Path (Raw):       Mark Robson --[No Operation]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Neg LogProb(↓):   0.712242
Path Entropy(↓):  1.446790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in winchester'73
Start Entity:     Winchester '73
Gold Answer:      [['English']]
Predicted Ans:    John Twist
Predicted Path:   Winchester '73 --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The FBI Story --[written_by]--> John Twist
Path (Raw):       Winchester '73 --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The FBI Story --[written_by]--> John Twist
Neg LogProb(↓):   0.057426
Path Entropy(↓):  0.359664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre does the man in the moon fall under
Start Entity:     The Man in the Moon
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Man in the Moon --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Man in the Moon --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.393309
Path Entropy(↓):  4.616184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of bob fosse written films
Start Entity:     Bob Fosse
Gold Answer:      [['1983', '1979']]
Predicted Ans:    1983
Predicted Path:   Bob Fosse --[(INV) written_by]--> Star 80 --[release_year]--> 1983
Path (Raw):       Bob Fosse --[No Operation]--> Bob Fosse --[(INV) written_by]--> Star 80 --[release_year]--> 1983
Neg LogProb(↓):   0.213495
Path Entropy(↓):  0.489485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie what's the worst that could happen?, when was it released
Start Entity:     What's the Worst That Could Happen?
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   What's the Worst That Could Happen? --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       What's the Worst That Could Happen? --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.697738
Path Entropy(↓):  4.060749
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did darren stein write
Start Entity:     Darren Stein
Gold Answer:      [['Jawbreaker']]
Predicted Ans:    Jawbreaker
Predicted Path:   Darren Stein --[(INV) written_by]--> Jawbreaker --[written_by]--> Darren Stein --[(INV) written_by]--> Jawbreaker
Path (Raw):       Darren Stein --[(INV) written_by]--> Jawbreaker --[written_by]--> Darren Stein --[(INV) written_by]--> Jawbreaker
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did michel gondry direct
Start Entity:     Michel Gondry
Gold Answer:      [['Tokyo!', 'The Green Hornet', 'The Thorn in the Heart', 'Is the Man Who Is Tall Happy?', 'Mood Indigo', 'The We and the I', 'Be Kind Rewind', 'Eternal Sunshine of the Spotless Mind', 'Human Nature', 'The Science of Sleep']]
Predicted Ans:    The Thorn in the Heart
Predicted Path:   Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart
Path (Raw):       Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart
Neg LogProb(↓):   0.758200
Path Entropy(↓):  1.672280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the myth of fingerprints are written by who
Start Entity:     The Myth of Fingerprints
Gold Answer:      [['Bart Freundlich']]
Predicted Ans:    Bart Freundlich
Predicted Path:   The Myth of Fingerprints --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[written_by]--> Bart Freundlich
Path (Raw):       The Myth of Fingerprints --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[written_by]--> Bart Freundlich
Neg LogProb(↓):   0.011326
Path Entropy(↓):  0.071298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to life is sweet
Start Entity:     Life Is Sweet
Gold Answer:      [['mike leigh']]
Predicted Ans:    mike leigh
Predicted Path:   Life Is Sweet --[has_tags]--> mike leigh --[(INV) has_tags]--> Mr. Turner --[has_tags]--> mike leigh
Path (Raw):       Life Is Sweet --[has_tags]--> mike leigh --[(INV) has_tags]--> Mr. Turner --[has_tags]--> mike leigh
Neg LogProb(↓):   0.005612
Path Entropy(↓):  0.035074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by dean jones were released in which years
Start Entity:     Dean Jones
Gold Answer:      [['1968', '1976', '1963', '1966', '1971', '1992', '1965']]
Predicted Ans:    1968
Predicted Path:   Dean Jones --[(INV) starred_actors]--> The Horse in the Gray Flannel Suit --[release_year]--> 1968
Path (Raw):       Dean Jones --[No Operation]--> Dean Jones --[(INV) starred_actors]--> The Horse in the Gray Flannel Suit --[release_year]--> 1968
Neg LogProb(↓):   0.323033
Path Entropy(↓):  0.920037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the best man holiday
Start Entity:     The Best Man Holiday
Gold Answer:      [['David Zucker', 'Malcolm D. Lee', 'Norman Vance Jr.', 'Gore Vidal', 'Pupi Avati', 'Michael McCullers', 'John Ridley']]
Predicted Ans:    Gore Vidal
Predicted Path:   The Best Man Holiday --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[written_by]--> Gore Vidal
Path (Raw):       The Best Man Holiday --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[written_by]--> Gore Vidal
Neg LogProb(↓):   0.145987
Path Entropy(↓):  0.518078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of white irish drinkers were directed by who
Start Entity:     White Irish Drinkers
Gold Answer:      [['Tom Gries', 'John Gray']]
Predicted Ans:    John Gray
Predicted Path:   White Irish Drinkers --[written_by]--> John Gray --[(INV) written_by]--> The Day Lincoln Was Shot --[directed_by]--> John Gray
Path (Raw):       White Irish Drinkers --[written_by]--> John Gray --[(INV) written_by]--> The Day Lincoln Was Shot --[directed_by]--> John Gray
Neg LogProb(↓):   0.148204
Path Entropy(↓):  0.403624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of fame is also the director of which movies
Start Entity:     Fame
Gold Answer:      [['Mississippi Burning', 'Midnight Express', 'Birdy', 'The Life of David Gale', 'The Road to Wellville', 'Angel Heart', 'Shoot the Moon', 'The Commitments', 'Bugsy Malone', 'Evita', "Angela's Ashes", 'Come See the Paradise']]
Predicted Ans:    The Road to Wellville
Predicted Path:   Fame --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Road to Wellville
Path (Raw):       Fame --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Road to Wellville --[No Operation]--> The Road to Wellville
Neg LogProb(↓):   0.959749
Path Entropy(↓):  1.670022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the life and death of colonel blimp starred which actors
Start Entity:     The Life and Death of Colonel Blimp
Gold Answer:      [['Roger Livesey']]
Predicted Ans:    Nigel Patrick
Predicted Path:   The Life and Death of Colonel Blimp --[starred_actors]--> Roger Livesey --[(INV) starred_actors]--> The League of Gentlemen --[starred_actors]--> Nigel Patrick
Path (Raw):       The Life and Death of Colonel Blimp --[starred_actors]--> Roger Livesey --[(INV) starred_actors]--> The League of Gentlemen --[starred_actors]--> Nigel Patrick
Neg LogProb(↓):   0.029920
Path Entropy(↓):  0.163480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of the gunman
Start Entity:     The Gunman
Gold Answer:      [['The Crossing Guard', 'Into the Wild', 'The Indian Runner']]
Predicted Ans:    The Crossing Guard
Predicted Path:   The Gunman --[written_by]--> Sean Penn --[(INV) written_by]--> The Crossing Guard
Path (Raw):       The Gunman --[written_by]--> Sean Penn --[No Operation]--> Sean Penn --[(INV) written_by]--> The Crossing Guard
Neg LogProb(↓):   0.333611
Path Entropy(↓):  1.064589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by guillaume canet
Start Entity:     Guillaume Canet
Gold Answer:      [['2006', '2013', '2010']]
Predicted Ans:    2010
Predicted Path:   Guillaume Canet --[(INV) written_by]--> Little White Lies --[release_year]--> 2010
Path (Raw):       Guillaume Canet --[No Operation]--> Guillaume Canet --[(INV) written_by]--> Little White Lies --[release_year]--> 2010
Neg LogProb(↓):   0.036915
Path Entropy(↓):  0.159776
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by ludwig berger
Start Entity:     Ludwig Berger
Gold Answer:      [['Conrad Veidt', 'John Justin', 'Sabu', 'June Duprez']]
Predicted Ans:    Sabu
Predicted Path:   Ludwig Berger --[(INV) directed_by]--> The Thief of Bagdad --[starred_actors]--> Sabu
Path (Raw):       Ludwig Berger --[No Operation]--> Ludwig Berger --[(INV) directed_by]--> The Thief of Bagdad --[starred_actors]--> Sabu
Neg LogProb(↓):   0.002150
Path Entropy(↓):  0.016972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the chambermaid on the titanic
Start Entity:     The Chambermaid on the Titanic
Gold Answer:      [['Didier Decoin', 'Bigas Luna']]
Predicted Ans:    Bigas Luna
Predicted Path:   The Chambermaid on the Titanic --[written_by]--> Didier Decoin --[(INV) written_by]--> The Chambermaid on the Titanic --[written_by]--> Bigas Luna
Path (Raw):       The Chambermaid on the Titanic --[written_by]--> Didier Decoin --[(INV) written_by]--> The Chambermaid on the Titanic --[written_by]--> Bigas Luna
Neg LogProb(↓):   0.880466
Path Entropy(↓):  1.163872
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of north to alaska
Start Entity:     North to Alaska
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   North to Alaska --[written_by]--> Ladislas Fodor --[(INV) written_by]--> Jewel Robbery --[release_year]--> 1932
Path (Raw):       North to Alaska --[written_by]--> Ladislas Fodor --[(INV) written_by]--> Jewel Robbery --[release_year]--> 1932
Neg LogProb(↓):   0.350289
Path Entropy(↓):  0.607017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by savina dellicour
Start Entity:     Savina Dellicour
Gold Answer:      [['Kathy Bates', 'Julie Delpy']]
Predicted Ans:    Julie Delpy
Predicted Path:   Savina Dellicour --[(INV) directed_by]--> Guilty Hearts --[starred_actors]--> Julie Delpy
Path (Raw):       Savina Dellicour --[No Operation]--> Savina Dellicour --[(INV) directed_by]--> Guilty Hearts --[starred_actors]--> Julie Delpy
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000335
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of presumed innocent
Start Entity:     Presumed Innocent
Gold Answer:      [['1982', '1989', '1993']]
Predicted Ans:    1982
Predicted Path:   Presumed Innocent --[written_by]--> Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[release_year]--> 1982
Path (Raw):       Presumed Innocent --[written_by]--> Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[release_year]--> 1982
Neg LogProb(↓):   0.426199
Path Entropy(↓):  0.872162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by last passenger actors
Start Entity:     Last Passenger
Gold Answer:      [['John Hay', 'Michael Barak', 'Tom Stoppard', 'Robert Harris', 'Roland Joffé', 'Richard Jobson', 'James Hacking', 'Kevin Allen', 'Paul Durden']]
Predicted Ans:    Michael Barak
Predicted Path:   Last Passenger --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Path (Raw):       Last Passenger --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Neg LogProb(↓):   0.496251
Path Entropy(↓):  0.688699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director curt siodmak
Start Entity:     Curt Siodmak
Gold Answer:      [['King Donovan', 'Jean Byron', 'Richard Carlson']]
Predicted Ans:    Richard Carlson
Predicted Path:   Curt Siodmak --[(INV) directed_by]--> The Magnetic Monster --[starred_actors]--> Richard Carlson
Path (Raw):       Curt Siodmak --[No Operation]--> Curt Siodmak --[(INV) directed_by]--> The Magnetic Monster --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.006417
Path Entropy(↓):  0.039657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by strait - jacket actors
Start Entity:     Strait-Jacket
Gold Answer:      [['Lukas Heller', 'Henry Farrell', 'Edna L. Lee', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Rachel Crothers', 'A. Carter Goodloe', 'Zachary Gold', 'Frederick Lonsdale', 'Clifford Odets', 'John Gilling', 'Peter Bryan', 'William H. Macy', 'Aben Kandel', 'Jan Lustig', 'Roy Chanslor', 'Jean Rouverol', 'Ursula Curtiss', 'Louis Pelletier', 'Bernard Girard', 'Dariel Telfer', 'Ranald MacDougall', 'William P. McGivern', 'Ainsworth Morgan', 'Jack Jevne', 'Jerry Paris', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'Hall Bartlett', 'Edward Barry Roberts', 'Lucien Hubbard', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'James Warner Bellah', 'Donald Ogden Stewart', 'Tod Browning', 'Ben Ames Williams', 'Philip Yordan', 'John Michael Hayes', 'Ferenc Molnár', 'Peter Stone', 'Howard Fast', 'Francis de Croisset', 'James M. Cain', 'Hugo Butler', 'Ted Shane', 'S.K. Lauren', 'Henry F. Greenberg', 'Robert Wilder', 'Bayard Veiller', 'James Gunn', 'Edward Rugoff', 'Nicholas Monsarrat', 'George Kelly', 'Anita Loos', 'Eric Hatch', 'Lawrence Hazard', 'Fannie Hurst', 'Richard Sale', 'George Worthing Yates', 'Silvia Richards', 'Edgar Selwyn', 'Charles MacArthur', 'Rita Weiman', 'Elizabeth Janeway', 'David Hertz', 'Michael Gottlieb', 'Helen MacInnes', 'Joseph L. Mankiewicz', 'Charles Kaufman', 'Thomas B. Allen']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Strait-Jacket --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Path (Raw):       Strait-Jacket --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   1.373893
Path Entropy(↓):  2.315536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie sharky's machine were in which languages
Start Entity:     Sharky's Machine
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Sharky's Machine --[directed_by]--> Burt Reynolds --[(INV) directed_by]--> The End --[in_language]--> Spanish
Path (Raw):       Sharky's Machine --[directed_by]--> Burt Reynolds --[(INV) directed_by]--> The End --[in_language]--> Spanish
Neg LogProb(↓):   0.000967
Path Entropy(↓):  0.007681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the exterminator starred who
Start Entity:     The Exterminator
Gold Answer:      [['Ken Wahl', 'Alberta Watson', 'Jackie Chan', 'Danny Aiello']]
Predicted Ans:    Jackie Chan
Predicted Path:   The Exterminator --[written_by]--> James Glickenhaus --[(INV) written_by]--> The Protector --[starred_actors]--> Jackie Chan
Path (Raw):       The Exterminator --[written_by]--> James Glickenhaus --[(INV) written_by]--> The Protector --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.175489
Path Entropy(↓):  0.500342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by len cariou
Start Entity:     Len Cariou
Gold Answer:      [['Musical', 'Horror', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Len Cariou --[(INV) starred_actors]--> The Four Seasons --[has_genre]--> Comedy
Path (Raw):       Len Cariou --[No Operation]--> Len Cariou --[(INV) starred_actors]--> The Four Seasons --[has_genre]--> Comedy
Neg LogProb(↓):   0.044451
Path Entropy(↓):  0.178947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the sword and the sorcerer director
Start Entity:     The Sword and the Sorcerer
Gold Answer:      [['Charles Band', 'Albert Pyun', 'Jack Kirby', 'Joe Simon', 'Ed Naha']]
Predicted Ans:    Albert Pyun
Predicted Path:   The Sword and the Sorcerer --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Urban Menace --[directed_by]--> Albert Pyun
Path (Raw):       The Sword and the Sorcerer --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Urban Menace --[directed_by]--> Albert Pyun
Neg LogProb(↓):   1.093167
Path Entropy(↓):  1.796347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of reuben, reuben were directed by who
Start Entity:     Reuben, Reuben
Gold Answer:      [['Marc Allégret', 'Gene Kelly', 'Norman Jewison', 'William Keighley', 'Richard Brooks', 'Martin Ritt', 'Joshua Logan', 'Robert Ellis Miller', 'Vincente Minnelli', 'Michael Curtiz', 'Frank Capra']]
Predicted Ans:    Richard Brooks
Predicted Path:   Reuben, Reuben --[written_by]--> Julius J. Epstein --[(INV) written_by]--> The Brothers Karamazov --[directed_by]--> Richard Brooks
Path (Raw):       Reuben, Reuben --[written_by]--> Julius J. Epstein --[(INV) written_by]--> The Brothers Karamazov --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.300840
Path Entropy(↓):  0.950824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by cy endfield
Start Entity:     Cy Endfield
Gold Answer:      [['English', 'Zulu']]
Predicted Ans:    Zulu
Predicted Path:   Cy Endfield --[(INV) written_by]--> Zulu --[in_language]--> Zulu
Path (Raw):       Cy Endfield --[No Operation]--> Cy Endfield --[(INV) written_by]--> Zulu --[in_language]--> Zulu
Neg LogProb(↓):   0.000157
Path Entropy(↓):  0.001587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie a hole in the head
Start Entity:     A Hole in the Head
Gold Answer:      [['1946', '1944', '1936', '1941', '1939', '1933', '1951', '2010', '1928', '1973', '1932', '1931', '1943', '1948', '1938', '1926', '1961', '1934', '1937', '1930']]
Predicted Ans:    1973
Predicted Path:   A Hole in the Head --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[release_year]--> 1973
Path (Raw):       A Hole in the Head --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[release_year]--> 1973
Neg LogProb(↓):   1.177766
Path Entropy(↓):  2.617528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of young goethe in love
Start Entity:     Young Goethe in Love
Gold Answer:      [['The Fourth State', 'Atomised', "Knockin' on Heaven's Door", 'Soul Kitchen', 'The Baader Meinhof Complex', 'Run Lola Run']]
Predicted Ans:    Run Lola Run
Predicted Path:   Young Goethe in Love --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run
Path (Raw):       Young Goethe in Love --[starred_actors]--> Moritz Bleibtreu --[No Operation]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run
Neg LogProb(↓):   0.291459
Path Entropy(↓):  0.982649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by bobby cannavale release
Start Entity:     Bobby Cannavale
Gold Answer:      [['2008', '2011', '2005']]
Predicted Ans:    2008
Predicted Path:   Bobby Cannavale --[(INV) starred_actors]--> 100 Feet --[release_year]--> 2008
Path (Raw):       Bobby Cannavale --[No Operation]--> Bobby Cannavale --[(INV) starred_actors]--> 100 Feet --[release_year]--> 2008
Neg LogProb(↓):   0.635960
Path Entropy(↓):  0.775238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of son of lassie
Start Entity:     Son of Lassie
Gold Answer:      [['Eric Knight']]
Predicted Ans:    Eric Knight
Predicted Path:   Son of Lassie --[written_by]--> Eric Knight --[(INV) written_by]--> This Above All --[written_by]--> Eric Knight
Path (Raw):       Son of Lassie --[written_by]--> Eric Knight --[(INV) written_by]--> This Above All --[written_by]--> Eric Knight
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie whatever happened to harold smith?
Start Entity:     Whatever Happened to Harold Smith?
Gold Answer:      [['Peter Hewitt']]
Predicted Ans:    Peter Hewitt
Predicted Path:   Whatever Happened to Harold Smith? --[directed_by]--> Peter Hewitt --[(INV) directed_by]--> Thunderpants --[directed_by]--> Peter Hewitt
Path (Raw):       Whatever Happened to Harold Smith? --[directed_by]--> Peter Hewitt --[(INV) directed_by]--> Thunderpants --[directed_by]--> Peter Hewitt
Neg LogProb(↓):   0.026997
Path Entropy(↓):  0.145426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the deep blue sea actors release
Start Entity:     The Deep Blue Sea
Gold Answer:      [['1998', '2000', '2009', '2001', '2008', '2003', '2005', '1959', '2010', '1996', '2006', '1999', '1932', '2011', '2013', '2007']]
Predicted Ans:    2011
Predicted Path:   The Deep Blue Sea --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Dream House --[release_year]--> 2011
Path (Raw):       The Deep Blue Sea --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Dream House --[release_year]--> 2011
Neg LogProb(↓):   1.501266
Path Entropy(↓):  2.198849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by richard pasco in
Start Entity:     Richard Pasco
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Richard Pasco --[(INV) starred_actors]--> The Gorgon --[has_genre]--> Horror
Path (Raw):       Richard Pasco --[No Operation]--> Richard Pasco --[(INV) starred_actors]--> The Gorgon --[has_genre]--> Horror
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of new town killers also wrote movies
Start Entity:     New Town Killers
Gold Answer:      [['16 Years of Alcohol']]
Predicted Ans:    16 Years of Alcohol
Predicted Path:   New Town Killers --[written_by]--> Richard Jobson --[(INV) written_by]--> 16 Years of Alcohol
Path (Raw):       New Town Killers --[written_by]--> Richard Jobson --[(INV) written_by]--> 16 Years of Alcohol --[No Operation]--> 16 Years of Alcohol
Neg LogProb(↓):   0.285836
Path Entropy(↓):  0.561549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film i went down was directed by who
Start Entity:     I Went Down
Gold Answer:      [['Paddy Breathnach']]
Predicted Ans:    Paddy Breathnach
Predicted Path:   I Went Down --[directed_by]--> Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[directed_by]--> Paddy Breathnach
Path (Raw):       I Went Down --[directed_by]--> Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[directed_by]--> Paddy Breathnach
Neg LogProb(↓):   0.708839
Path Entropy(↓):  0.845794
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie the mack
Start Entity:     The Mack
Gold Answer:      [['blaxploitation', 'richard pryor']]
Predicted Ans:    blaxploitation
Predicted Path:   The Mack --[has_tags]--> blaxploitation --[(INV) has_tags]--> The Hebrew Hammer --[has_tags]--> blaxploitation
Path (Raw):       The Mack --[has_tags]--> blaxploitation --[(INV) has_tags]--> The Hebrew Hammer --[has_tags]--> blaxploitation
Neg LogProb(↓):   0.014231
Path Entropy(↓):  0.076949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the conqueror director
Start Entity:     The Conqueror
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Conqueror --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[has_genre]--> Thriller
Path (Raw):       The Conqueror --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[has_genre]--> Thriller
Neg LogProb(↓):   0.000616
Path Entropy(↓):  0.005183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of darkness also wrote movies
Start Entity:     Darkness
Gold Answer:      [['The Nameless', 'Fragile']]
Predicted Ans:    Darkness
Predicted Path:   Darkness --[written_by]--> Jaume Balagueró --[(INV) written_by]--> Darkness
Path (Raw):       Darkness --[written_by]--> Jaume Balagueró --[(INV) written_by]--> Darkness --[No Operation]--> Darkness
Neg LogProb(↓):   0.180625
Path Entropy(↓):  0.487855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film creepshow were in which languages
Start Entity:     Creepshow
Gold Answer:      [['English', 'Polish']]
Predicted Ans:    English
Predicted Path:   Creepshow --[starred_actors]--> Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[in_language]--> English
Path (Raw):       Creepshow --[starred_actors]--> Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[in_language]--> English
Neg LogProb(↓):   0.427777
Path Entropy(↓):  0.886705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed domino
Start Entity:     Domino
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Domino --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[has_genre]--> Action
Path (Raw):       Domino --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[has_genre]--> Action
Neg LogProb(↓):   0.054750
Path Entropy(↓):  0.218063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of janie jones
Start Entity:     Janie Jones
Gold Answer:      [["Nim's Island", 'Zombieland', 'A Most Violent Year', 'Little Miss Sunshine', 'No Reservations', 'Leaving Las Vegas', 'Link', 'Hollow Man', 'Molly', 'Finding Amanda', 'Haunter', 'The Karate Kid', "Ender's Game", 'Rango', '96 Minutes', 'Carolina', 'Palmetto', 'Prom Night', 'John Tucker Must Die', 'Adventures in Babysitting', 'The Vicious Kind', 'The Saint', 'Waking Madison', 'Would You Rather', "Devil's Knot", 'Zambezia', 'The Call', 'Junebug', 'Pitch Perfect', 'Signs', 'House at the End of the Street', 'Perfect Sisters', 'The Trigger Effect', 'Cocktail', 'Piranha 3D', "My Sister's Keeper"]]
Predicted Ans:    Rango
Predicted Path:   Janie Jones --[starred_actors]--> Abigail Breslin --[(INV) starred_actors]--> Rango
Path (Raw):       Janie Jones --[starred_actors]--> Abigail Breslin --[No Operation]--> Abigail Breslin --[(INV) starred_actors]--> Rango
Neg LogProb(↓):   0.792129
Path Entropy(↓):  1.299316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of the perez family starred who
Start Entity:     The Perez Family
Gold Answer:      [['Sarita Choudhury', 'Riz Ahmed', 'Juliette Lewis', 'Christopher Eccleston', 'Denzel Washington', 'Hilary Swank', 'Richard Gere', 'Ewan McGregor', 'Roshan Seth', 'Kate Hudson', 'Uma Thurman', 'Gena Rowlands']]
Predicted Ans:    Denzel Washington
Predicted Path:   The Perez Family --[directed_by]--> Mira Nair --[(INV) directed_by]--> Mississippi Masala --[starred_actors]--> Denzel Washington
Path (Raw):       The Perez Family --[directed_by]--> Mira Nair --[(INV) directed_by]--> Mississippi Masala --[starred_actors]--> Denzel Washington
Neg LogProb(↓):   0.467508
Path Entropy(↓):  1.334425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is saturday night fever
Start Entity:     Saturday Night Fever
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Saturday Night Fever --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Saturday Night Fever --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000319
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Thom andersen was the director of which films
Start Entity:     Thom Andersen
Gold Answer:      [['Los Angeles Plays Itself']]
Predicted Ans:    Los Angeles Plays Itself
Predicted Path:   Thom Andersen --[(INV) directed_by]--> Los Angeles Plays Itself --[directed_by]--> Thom Andersen --[(INV) directed_by]--> Los Angeles Plays Itself
Path (Raw):       Thom Andersen --[(INV) directed_by]--> Los Angeles Plays Itself --[directed_by]--> Thom Andersen --[(INV) directed_by]--> Los Angeles Plays Itself
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film mary poppins
Start Entity:     Mary Poppins
Gold Answer:      [['Robert Wise', 'Andrew Adamson', 'Conrad Vernon', 'Kelly Asbury', 'Michael Anderson', 'Bud Yorkin', 'François Truffaut', 'Richard Quine', 'Blake Edwards', 'Norman Panama', 'Shawn Levy', 'Ken Annakin', 'George Sidney', 'Jerry Paris', 'Roger Kay', 'Norman Lear', 'George Roy Hill', 'Walter Bernstein', 'Alexander Hall', 'Garry Marshall', 'Alfred Hitchcock', 'Delbert Mann', 'Melvin Frank', 'Victor Saville', 'Fred Zinnemann', 'Ken Hughes', 'Robert Stevenson', 'Arthur Hiller', 'Piers Haggard', 'Peter Sellers']]
Predicted Ans:    Blake Edwards
Predicted Path:   Mary Poppins --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Path (Raw):       Mary Poppins --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.723953
Path Entropy(↓):  0.940887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with norman lindsay
Start Entity:     Norman Lindsay
Gold Answer:      [['Peter Yeldham']]
Predicted Ans:    Norman Lindsay
Predicted Path:   Norman Lindsay --[(INV) written_by]--> Age of Consent --[written_by]--> Norman Lindsay
Path (Raw):       Norman Lindsay --[No Operation]--> Norman Lindsay --[(INV) written_by]--> Age of Consent --[written_by]--> Norman Lindsay
Neg LogProb(↓):   0.059100
Path Entropy(↓):  0.221709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of blood work
Start Entity:     Blood Work
Gold Answer:      [['Clint Eastwood', 'Hilary Swank', 'Chief Dan George', 'Charlie Sheen', 'Kevin Spacey', 'Ken Watanabe', 'Kazunari Ninomiya', 'John Cusack', 'Kyle Gallner', 'William Holden', 'Sean Penn', 'Pat Hingle', 'Sondra Locke', 'William Prince', 'Dennis Quaid', 'James Garner', 'Bradley Cooper', 'Ahney Her', 'Christopher Carley', 'Bee Vang', 'Meryl Streep', 'Angelina Jolie', 'Everett McGill', 'Kevin Dillon', 'Matt Damon', 'Leonardo DiCaprio', 'T.J. Lowther', 'Jay Hernandez', 'Kevin Costner', 'Gene Hackman', 'Laurence Fishburne', 'Rachel Griffiths', 'Laura Linney', 'Richard Harris', 'Donald Sutherland', 'Kyle Eastwood', 'Cécile De France', 'Marsha Mason', 'Alicia Silverstone', 'Jessica Walter', 'Donna Mills', 'Ed Harris', 'Morgan Freeman', 'Tim Robbins', 'Kevin Bacon', 'Kay Lenz', 'Thierry Neuvic', 'Michael Kelly', 'Tommy Lee Jones']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Blood Work --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[starred_actors]--> Clint Eastwood
Path (Raw):       Blood Work --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.243216
Path Entropy(↓):  0.665561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by sid caesar
Start Entity:     Sid Caesar
Gold Answer:      [['Robert Moore', 'Stanley Kramer']]
Predicted Ans:    Robert Moore
Predicted Path:   Sid Caesar --[(INV) starred_actors]--> The Cheap Detective --[directed_by]--> Robert Moore
Path (Raw):       Sid Caesar --[No Operation]--> Sid Caesar --[(INV) starred_actors]--> The Cheap Detective --[directed_by]--> Robert Moore
Neg LogProb(↓):   0.000440
Path Entropy(↓):  0.003845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter steve worland
Start Entity:     Steve Worland
Gold Answer:      [['Sam Worthington', 'Ed Oxenbould']]
Predicted Ans:    Sam Worthington
Predicted Path:   Steve Worland --[(INV) written_by]--> Paper Planes --[starred_actors]--> Sam Worthington
Path (Raw):       Steve Worland --[No Operation]--> Steve Worland --[(INV) written_by]--> Paper Planes --[starred_actors]--> Sam Worthington
Neg LogProb(↓):   0.002144
Path Entropy(↓):  0.015305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the searchers
Start Entity:     The Searchers
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Searchers --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Searchers --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.460010
Path Entropy(↓):  3.153291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the longford director release
Start Entity:     Longford
Gold Answer:      [['1995', '1998', '1934', '2009', '2010', '2004', '1932', '1935', '2012', '1958']]
Predicted Ans:    2009
Predicted Path:   Longford --[directed_by]--> Tom Hooper --[(INV) directed_by]--> The Damned United --[release_year]--> 2009
Path (Raw):       Longford --[directed_by]--> Tom Hooper --[(INV) directed_by]--> The Damned United --[release_year]--> 2009
Neg LogProb(↓):   1.673499
Path Entropy(↓):  1.269085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of pistol whipped
Start Entity:     Pistol Whipped
Gold Answer:      [['Tony Giglio', 'Brendan Cowles', 'Shane Kuhn']]
Predicted Ans:    Tony Giglio
Predicted Path:   Pistol Whipped --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Death Race 2 --[written_by]--> Tony Giglio
Path (Raw):       Pistol Whipped --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Death Race 2 --[written_by]--> Tony Giglio
Neg LogProb(↓):   0.103504
Path Entropy(↓):  0.324017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor david bradley is a co - star of who
Start Entity:     David Bradley
Gold Answer:      [['Vincent Regan', 'Kierston Wareing', 'Mark Dacascos']]
Predicted Ans:    Vincent Regan
Predicted Path:   David Bradley --[(INV) starred_actors]--> The Holding --[starred_actors]--> Vincent Regan
Path (Raw):       David Bradley --[No Operation]--> David Bradley --[(INV) starred_actors]--> The Holding --[starred_actors]--> Vincent Regan
Neg LogProb(↓):   0.505051
Path Entropy(↓):  0.889530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the man from the alamo actors release
Start Entity:     The Man from the Alamo
Gold Answer:      [['1946', '1967', '1979', '1941', '2007', '1963', '1957', '1951', '1953', '1956', '1931', '1943', '1976', '1948', '1981', '1961', '1955', '1962', '1964', '1949', '1960', '1952', '1958']]
Predicted Ans:    1956
Predicted Path:   The Man from the Alamo --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[release_year]--> 1956
Path (Raw):       The Man from the Alamo --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[release_year]--> 1956
Neg LogProb(↓):   1.142922
Path Entropy(↓):  2.169969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie sammy and rosie get laid
Start Entity:     Sammy and Rosie Get Laid
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Sammy and Rosie Get Laid --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Sammy and Rosie Get Laid --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.745689
Path Entropy(↓):  4.237015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Patrick creadon was the director on which movies
Start Entity:     Patrick Creadon
Gold Answer:      [['Wordplay', 'I.O.U.S.A.']]
Predicted Ans:    Wordplay
Predicted Path:   Patrick Creadon --[(INV) directed_by]--> Wordplay --[directed_by]--> Patrick Creadon --[(INV) directed_by]--> Wordplay
Path (Raw):       Patrick Creadon --[(INV) directed_by]--> Wordplay --[directed_by]--> Patrick Creadon --[(INV) directed_by]--> Wordplay
Neg LogProb(↓):   0.017687
Path Entropy(↓):  0.100158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in brother orchid
Start Entity:     Brother Orchid
Gold Answer:      [['French', 'English', 'Welsh', 'Japanese', 'Italian', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   Brother Orchid --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Brother Orchid --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.594640
Path Entropy(↓):  1.367541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jonathan harr co - wrote films with who
Start Entity:     Jonathan Harr
Gold Answer:      [['Steven Zaillian']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Jonathan Harr --[(INV) written_by]--> A Civil Action --[written_by]--> Steven Zaillian
Path (Raw):       Jonathan Harr --[No Operation]--> Jonathan Harr --[(INV) written_by]--> A Civil Action --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in baby boy
Start Entity:     Baby Boy
Gold Answer:      [['Tyrese Gibson']]
Predicted Ans:    Adrianne Palicki
Predicted Path:   Baby Boy --[starred_actors]--> Tyrese Gibson --[(INV) starred_actors]--> Legion --[starred_actors]--> Adrianne Palicki
Path (Raw):       Baby Boy --[starred_actors]--> Tyrese Gibson --[(INV) starred_actors]--> Legion --[starred_actors]--> Adrianne Palicki
Neg LogProb(↓):   0.572712
Path Entropy(↓):  1.055279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films directed by the director of planet of the vampires
Start Entity:     Planet of the Vampires
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Planet of the Vampires --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[has_genre]--> Horror
Path (Raw):       Planet of the Vampires --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[has_genre]--> Horror
Neg LogProb(↓):   0.082853
Path Entropy(↓):  0.343752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed evening
Start Entity:     Evening
Gold Answer:      [['Imre Kertész']]
Predicted Ans:    Susan Minot
Predicted Path:   Evening --[directed_by]--> Lajos Koltai --[(INV) directed_by]--> Evening --[written_by]--> Susan Minot
Path (Raw):       Evening --[directed_by]--> Lajos Koltai --[(INV) directed_by]--> Evening --[written_by]--> Susan Minot
Neg LogProb(↓):   0.288840
Path Entropy(↓):  0.627937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did taika waititi direct
Start Entity:     Taika Waititi
Gold Answer:      [['Boy', 'Eagle vs Shark', 'What We Do in the Shadows']]
Predicted Ans:    What We Do in the Shadows
Predicted Path:   Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows --[directed_by]--> Jemaine Clement --[(INV) directed_by]--> What We Do in the Shadows
Path (Raw):       Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows --[directed_by]--> Jemaine Clement --[(INV) directed_by]--> What We Do in the Shadows
Neg LogProb(↓):   0.107212
Path Entropy(↓):  0.455259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of bless me, ultima
Start Entity:     Bless Me, Ultima
Gold Answer:      [['Devil in a Blue Dress']]
Predicted Ans:    Bless Me, Ultima
Predicted Path:   Bless Me, Ultima --[written_by]--> Carl Franklin --[(INV) written_by]--> Bless Me, Ultima
Path (Raw):       Bless Me, Ultima --[No Operation]--> Bless Me, Ultima --[written_by]--> Carl Franklin --[(INV) written_by]--> Bless Me, Ultima
Neg LogProb(↓):   0.504448
Path Entropy(↓):  1.211648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie no way to treat a lady released
Start Entity:     No Way to Treat a Lady
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   No Way to Treat a Lady --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Path (Raw):       No Way to Treat a Lady --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Neg LogProb(↓):   2.657558
Path Entropy(↓):  3.872602
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the you can't win'em all director release
Start Entity:     You Can't Win 'Em All
Gold Answer:      [['1969', '1980', '2003']]
Predicted Ans:    1980
Predicted Path:   You Can't Win 'Em All --[directed_by]--> Peter Collinson --[(INV) directed_by]--> The Earthling --[release_year]--> 1980
Path (Raw):       You Can't Win 'Em All --[directed_by]--> Peter Collinson --[(INV) directed_by]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   0.643438
Path Entropy(↓):  0.954463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the docks of new york
Start Entity:     The Docks of New York
Gold Answer:      [['1983', '1934', '1957', '2003', '1928', '1996', '1927', '1932', '2002', '1935', '1941', '1952', '1930', '1931']]
Predicted Ans:    1930
Predicted Path:   The Docks of New York --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[release_year]--> 1930
Path (Raw):       The Docks of New York --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[release_year]--> 1930
Neg LogProb(↓):   0.962107
Path Entropy(↓):  1.921133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by claire julien released
Start Entity:     Claire Julien
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Claire Julien --[(INV) starred_actors]--> The Bling Ring --[release_year]--> 2013
Path (Raw):       Claire Julien --[No Operation]--> Claire Julien --[(INV) starred_actors]--> The Bling Ring --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the ruling class released
Start Entity:     The Ruling Class
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   The Ruling Class --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Path (Raw):       The Ruling Class --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Neg LogProb(↓):   2.566596
Path Entropy(↓):  3.993503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film dangerous ground
Start Entity:     Dangerous Ground
Gold Answer:      [['Greg Latter', 'Darrell Roodt']]
Predicted Ans:    Darrell Roodt
Predicted Path:   Dangerous Ground --[written_by]--> Darrell Roodt --[(INV) written_by]--> Yesterday --[written_by]--> Darrell Roodt
Path (Raw):       Dangerous Ground --[written_by]--> Darrell Roodt --[(INV) written_by]--> Yesterday --[written_by]--> Darrell Roodt
Neg LogProb(↓):   0.018640
Path Entropy(↓):  0.092054
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by miranda actors
Start Entity:     Miranda
Gold Answer:      [['Walter Hill', 'Michael Almereyda', 'Scott Alexander', 'Larry Karaszewski', 'Guy de Maupassant', 'George Orwell', 'I. Marlene King', 'Franco Zeffirelli', 'Scott Marshall', 'Richard Adams', 'Norman Panama', 'David Lynch', 'Mike Figgis', 'Kelly Masterson', 'David Koepp', 'Michael Cimino', 'Clive Exton', 'John Waters', 'Josephine Humphreys', 'Andrew Kevin Walker', 'Ludovic Kennedy', 'Kevin Yagher', 'J.R.R. Tolkien', 'Chris Conkling', 'Tony Richardson', 'Robert Bloch', 'Jakob Schuh', 'Emlyn Williams', 'Julia Donaldson', 'Axel Scheffler', 'Max Lang', 'Adam Larson Broder', 'Peter S. Beagle', 'Jim Kouf', 'Corinne Griffith', 'Elizabeth Wurtzel', 'Sally Potter', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves', 'Isobel Lennart', 'Gerald Kersh', 'Morgan J. Freeman', 'Joe Eszterhas', 'Justin Kerrigan', 'Vincent Gallo', 'Álex de la Iglesia', 'Melvin Frank', 'Martin Rosen', 'Graham Greene', 'Craig Brewer', 'Peter Straughan', 'James Burke', 'Michael Radford', 'John Baines', 'Quentin Crisp', 'Philip Mackie', 'John le Carré', 'Don DaGradi', 'Bill Walsh', 'John Musker', 'Ron Clements', 'Walker Hamilton', 'Eski Thomas', 'Patty Jenkins', 'Richard Kwietniowski', 'William Shakespeare', 'Jeffrey Ray Wine', 'Kenneth Branagh', 'Oliver Stone', 'Don Roos', 'Robert Ludlum', 'Sarah Spillane', 'Jon Cleary', 'Thomas Babe', "Bridget O'Connor", 'Roméo Dallaire', 'Dexter Fletcher', 'Guillermo Martínez', 'Washington Irving', 'Boris Pasternak', 'Richard Price', 'David E. Kelley', 'Bob Clark', 'Steve Lawson', 'Bernard Pomerance', 'Billy Bob Thornton', 'Grigori Kozintsev', 'Louis Mellis', 'David Scinto', 'Steven Moffat', 'Benjamin Legrand', 'Jacques Lob', 'Dale Eunson', 'Mildred Gordon']]
Predicted Ans:    Guillermo Martínez
Predicted Path:   Miranda --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Path (Raw):       Miranda --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Neg LogProb(↓):   0.832500
Path Entropy(↓):  1.452731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by joan blondell in
Start Entity:     Joan Blondell
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Joan Blondell --[(INV) starred_actors]--> Big City Blues --[has_genre]--> Drama
Path (Raw):       Joan Blondell --[No Operation]--> Joan Blondell --[(INV) starred_actors]--> Big City Blues --[has_genre]--> Drama
Neg LogProb(↓):   0.269489
Path Entropy(↓):  0.757626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the equalizer is also the director of which movies
Start Entity:     The Equalizer
Gold Answer:      [['The Replacement Killers', "Brooklyn's Finest", 'Tears of the Sun', 'King Arthur', 'Olympus Has Fallen', 'Bait', 'Training Day', 'Shooter']]
Predicted Ans:    Training Day
Predicted Path:   The Equalizer --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Training Day
Path (Raw):       The Equalizer --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Training Day --[No Operation]--> Training Day
Neg LogProb(↓):   0.519726
Path Entropy(↓):  1.418120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by andrew currie
Start Entity:     Andrew Currie
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2006
Predicted Path:   Andrew Currie --[(INV) directed_by]--> Fido --[release_year]--> 2006
Path (Raw):       Andrew Currie --[No Operation]--> Andrew Currie --[(INV) directed_by]--> Fido --[release_year]--> 2006
Neg LogProb(↓):   0.617791
Path Entropy(↓):  0.690274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote reflections in a golden eye
Start Entity:     Reflections in a Golden Eye
Gold Answer:      [['Robert Ellis Miller']]
Predicted Ans:    John Huston
Predicted Path:   Reflections in a Golden Eye --[written_by]--> Carson McCullers --[(INV) written_by]--> Reflections in a Golden Eye --[directed_by]--> John Huston
Path (Raw):       Reflections in a Golden Eye --[written_by]--> Carson McCullers --[(INV) written_by]--> Reflections in a Golden Eye --[directed_by]--> John Huston
Neg LogProb(↓):   0.006165
Path Entropy(↓):  0.039163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter blake edwards co - wrote movies with who
Start Entity:     Blake Edwards
Gold Answer:      [['Rod Amateau', 'Richard Quine', 'William Peter Blatty', 'Steve Martin', 'William Goldman', 'Arthur Carter', 'Maurice Richlin', 'Jed Harris', 'Harry Kurnitz', 'Larry Gelbart', 'François Truffaut', 'Arthur A. Ross', 'Ruth McKenney', 'Marcel Achard', 'Jerome Chodorov', 'Frank Waldman', 'Tom Waldman']]
Predicted Ans:    Blake Edwards
Predicted Path:   Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Blake Edwards --[No Operation]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.780916
Path Entropy(↓):  1.467530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in rambling rose
Start Entity:     Rambling Rose
Gold Answer:      [['Robert Duvall', 'Diane Ladd', 'Lukas Haas', 'Laura Dern']]
Predicted Ans:    Robert Duvall
Predicted Path:   Rambling Rose --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Assassination Tango --[starred_actors]--> Robert Duvall
Path (Raw):       Rambling Rose --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Assassination Tango --[starred_actors]--> Robert Duvall
Neg LogProb(↓):   0.175303
Path Entropy(↓):  0.520126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the enigma of kaspar hauser
Start Entity:     The Enigma of Kaspar Hauser
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Enigma of Kaspar Hauser --[starred_actors]--> Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[directed_by]--> Werner Herzog
Path (Raw):       The Enigma of Kaspar Hauser --[starred_actors]--> Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.179268
Path Entropy(↓):  0.553393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie orlando
Start Entity:     Orlando
Gold Answer:      [['Virginia Woolf', 'Sally Potter']]
Predicted Ans:    Virginia Woolf
Predicted Path:   Orlando --[written_by]--> Virginia Woolf --[(INV) written_by]--> Mrs Dalloway --[written_by]--> Virginia Woolf
Path (Raw):       Orlando --[written_by]--> Virginia Woolf --[(INV) written_by]--> Mrs Dalloway --[written_by]--> Virginia Woolf
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000438
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of a hole in the head was who
Start Entity:     A Hole in the Head
Gold Answer:      [['Frank Capra']]
Predicted Ans:    Frank Capra
Predicted Path:   A Hole in the Head --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Path (Raw):       A Hole in the Head --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.554285
Path Entropy(↓):  1.293223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by christophe honore
Start Entity:     Christophe Honoré
Gold Answer:      [['Clotilde Hesme', 'Chiara Mastroianni', 'François Sagat', 'Ludivine Sagnier', 'Louis Garrel']]
Predicted Ans:    Chiara Mastroianni
Predicted Path:   Christophe Honoré --[(INV) directed_by]--> Man at Bath --[starred_actors]--> Chiara Mastroianni
Path (Raw):       Christophe Honoré --[No Operation]--> Christophe Honoré --[(INV) directed_by]--> Man at Bath --[starred_actors]--> Chiara Mastroianni
Neg LogProb(↓):   0.444285
Path Entropy(↓):  0.653110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the man who knew too little
Start Entity:     The Man Who Knew Too Little
Gold Answer:      [['Antitrust', 'The Big Year', 'Quick Change', 'The Public Eye', 'Bedrooms and Hallways']]
Predicted Ans:    Antitrust
Predicted Path:   The Man Who Knew Too Little --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust
Path (Raw):       The Man Who Knew Too Little --[No Operation]--> The Man Who Knew Too Little --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust
Neg LogProb(↓):   0.213256
Path Entropy(↓):  0.765272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by charlie bartlett writers release
Start Entity:     Charlie Bartlett
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Charlie Bartlett --[written_by]--> Gustin Nash --[(INV) written_by]--> Youth in Revolt --[release_year]--> 2009
Path (Raw):       Charlie Bartlett --[written_by]--> Gustin Nash --[(INV) written_by]--> Youth in Revolt --[release_year]--> 2009
Neg LogProb(↓):   0.331851
Path Entropy(↓):  0.595211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the kiss them for me director release
Start Entity:     Kiss Them for Me
Gold Answer:      [['1980', '1978', '1963', '1949', '1975', '2000', '1966', '1954', '1957', '1960', '1951', '1967', '1974', '1955', '1952', '1958', '1984']]
Predicted Ans:    1960
Predicted Path:   Kiss Them for Me --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[release_year]--> 1960
Path (Raw):       Kiss Them for Me --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[release_year]--> 1960
Neg LogProb(↓):   1.533505
Path Entropy(↓):  2.251585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film without love
Start Entity:     Without Love
Gold Answer:      [['1939', '1942']]
Predicted Ans:    1945
Predicted Path:   Without Love --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[release_year]--> 1945
Path (Raw):       Without Love --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[release_year]--> 1945
Neg LogProb(↓):   0.013937
Path Entropy(↓):  0.078037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in the angel levine
Start Entity:     The Angel Levine
Gold Answer:      [['Richard Lester', 'Robert Wise', 'Susan Stroman', 'Sidney Poitier', 'Robert Altman', 'Otto Preminger', 'Mel Brooks', 'Desmond Nakano', 'Ranald MacDougall', 'Martin Ritt']]
Predicted Ans:    Richard Lester
Predicted Path:   The Angel Levine --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Path (Raw):       The Angel Levine --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.000561
Path Entropy(↓):  0.005023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was gregoire vigneron a writer on
Start Entity:     Grégoire Vigneron
Gold Answer:      [['Molière']]
Predicted Ans:    Molière
Predicted Path:   Grégoire Vigneron --[(INV) written_by]--> Molière --[written_by]--> Grégoire Vigneron --[(INV) written_by]--> Molière
Path (Raw):       Grégoire Vigneron --[(INV) written_by]--> Molière --[written_by]--> Grégoire Vigneron --[(INV) written_by]--> Molière
Neg LogProb(↓):   0.444948
Path Entropy(↓):  0.652945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by samuel a. taylor in
Start Entity:     Samuel A. Taylor
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Samuel A. Taylor --[(INV) written_by]--> Sabrina --[in_language]--> French
Path (Raw):       Samuel A. Taylor --[No Operation]--> Samuel A. Taylor --[(INV) written_by]--> Sabrina --[in_language]--> French
Neg LogProb(↓):   1.395557
Path Entropy(↓):  1.433682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of finding nemo
Start Entity:     Finding Nemo
Gold Answer:      [['John Goodman', 'Samantha Morton', 'Dave Foley', 'Hayden Panettiere', 'Willem Dafoe', 'Tom Hanks', 'Tim Allen', 'Taylor Kitsch', 'Joan Cusack', 'Angus MacLane', 'Kevin Spacey', 'Steve Buscemi', 'Lynn Collins', 'Billy Crystal']]
Predicted Ans:    Kevin Spacey
Predicted Path:   Finding Nemo --[written_by]--> Andrew Stanton --[(INV) written_by]--> A Bug's Life --[starred_actors]--> Kevin Spacey
Path (Raw):       Finding Nemo --[written_by]--> Andrew Stanton --[(INV) written_by]--> A Bug's Life --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.370596
Path Entropy(↓):  0.647260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with ring in
Start Entity:     Ring
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ring --[directed_by]--> Hideo Nakata --[(INV) directed_by]--> Chaos --[in_language]--> Japanese
Path (Raw):       Ring --[directed_by]--> Hideo Nakata --[(INV) directed_by]--> Chaos --[in_language]--> Japanese
Neg LogProb(↓):   0.658733
Path Entropy(↓):  0.716351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of ministry of fear
Start Entity:     Ministry of Fear
Gold Answer:      [['Edward Dmytryk', 'George Cukor', 'Johan Grimonprez', 'John Boulting', 'Andrew Davis', 'Herman Shumlin', 'Carol Reed', 'Phillip Noyce', 'Neil Jordan', 'Alberto Cavalcanti', 'Otto Preminger', 'John Ford', 'Ken Annakin', 'Joseph L. Mankiewicz']]
Predicted Ans:    Carol Reed
Predicted Path:   Ministry of Fear --[written_by]--> Graham Greene --[(INV) written_by]--> Our Man in Havana --[directed_by]--> Carol Reed
Path (Raw):       Ministry of Fear --[written_by]--> Graham Greene --[(INV) written_by]--> Our Man in Havana --[directed_by]--> Carol Reed
Neg LogProb(↓):   0.943845
Path Entropy(↓):  1.729460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by richard martin stern release
Start Entity:     Richard Martin Stern
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Richard Martin Stern --[(INV) written_by]--> The Towering Inferno --[release_year]--> 1974
Path (Raw):       Richard Martin Stern --[No Operation]--> Richard Martin Stern --[(INV) written_by]--> The Towering Inferno --[release_year]--> 1974
Neg LogProb(↓):   0.000112
Path Entropy(↓):  0.001128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of k - 9
Start Entity:     K-9
Gold Answer:      [["Beethoven's 2nd", 'Home Alone 4', 'Teen Wolf']]
Predicted Ans:    K-9
Predicted Path:   K-9 --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9
Path (Raw):       K-9 --[No Operation]--> K-9 --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9
Neg LogProb(↓):   0.005788
Path Entropy(↓):  0.039975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor anthony watson acted together with who
Start Entity:     Anthony Watson
Gold Answer:      [['Marjorie Yates', 'Leigh McCormack']]
Predicted Ans:    Anthony Watson
Predicted Path:   Anthony Watson --[(INV) starred_actors]--> The Long Day Closes --[starred_actors]--> Anthony Watson
Path (Raw):       Anthony Watson --[No Operation]--> Anthony Watson --[(INV) starred_actors]--> The Long Day Closes --[starred_actors]--> Anthony Watson
Neg LogProb(↓):   0.001635
Path Entropy(↓):  0.013241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does jack ashford act in
Start Entity:     Jack Ashford
Gold Answer:      [['Standing in the Shadows of Motown']]
Predicted Ans:    Standing in the Shadows of Motown
Predicted Path:   Jack Ashford --[(INV) starred_actors]--> Standing in the Shadows of Motown --[starred_actors]--> Bob Babbitt --[(INV) starred_actors]--> Standing in the Shadows of Motown
Path (Raw):       Jack Ashford --[(INV) starred_actors]--> Standing in the Shadows of Motown --[starred_actors]--> Bob Babbitt --[(INV) starred_actors]--> Standing in the Shadows of Motown
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with summer school fall under
Start Entity:     Summer School
Gold Answer:      [['Family', 'Short', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Summer School --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Path (Raw):       Summer School --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Neg LogProb(↓):   0.479097
Path Entropy(↓):  0.930996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film kill!
Start Entity:     Kill!
Gold Answer:      [['Kan Shimozawa', 'Kihachi Okamoto']]
Predicted Ans:    Kihachi Okamoto
Predicted Path:   Kill! --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Kill! --[written_by]--> Kihachi Okamoto
Path (Raw):       Kill! --[directed_by]--> Kihachi Okamoto --[(INV) directed_by]--> Kill! --[written_by]--> Kihachi Okamoto
Neg LogProb(↓):   0.546274
Path Entropy(↓):  1.195327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by michael cooney
Start Entity:     Michael Cooney
Gold Answer:      [['Michael Keaton', 'Kelly Preston', 'Scott MacDonald', 'Christopher Allport', 'Ray Liotta', 'John Cusack', 'Amanda Peet']]
Predicted Ans:    Ray Liotta
Predicted Path:   Michael Cooney --[(INV) written_by]--> Identity --[starred_actors]--> Ray Liotta
Path (Raw):       Michael Cooney --[No Operation]--> Michael Cooney --[(INV) written_by]--> Identity --[starred_actors]--> Ray Liotta
Neg LogProb(↓):   0.480600
Path Entropy(↓):  0.665243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor kyle clare co - starred with who
Start Entity:     Kyle Clare
Gold Answer:      [['Tye Olson']]
Predicted Ans:    Kyle Clare
Predicted Path:   Kyle Clare --[(INV) starred_actors]--> Watercolors --[starred_actors]--> Kyle Clare
Path (Raw):       Kyle Clare --[No Operation]--> Kyle Clare --[(INV) starred_actors]--> Watercolors --[starred_actors]--> Kyle Clare
Neg LogProb(↓):   0.026933
Path Entropy(↓):  0.122620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie johnny english were released in which years
Start Entity:     Johnny English
Gold Answer:      [['1997', '1966', '1990', '2005', '1989', '2004', '2011', '2007']]
Predicted Ans:    1989
Predicted Path:   Johnny English --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy --[release_year]--> 1989
Path (Raw):       Johnny English --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy --[release_year]--> 1989
Neg LogProb(↓):   0.147307
Path Entropy(↓):  0.517446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie carne were in which languages
Start Entity:     Carne
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Carne --[starred_actors]--> Philippe Nahon --[(INV) starred_actors]--> High Tension --[in_language]--> French
Path (Raw):       Carne --[starred_actors]--> Philippe Nahon --[(INV) starred_actors]--> High Tension --[in_language]--> French
Neg LogProb(↓):   0.009762
Path Entropy(↓):  0.058075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by marcel moussy
Start Entity:     Marcel Moussy
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Marcel Moussy --[(INV) written_by]--> The 400 Blows --[in_language]--> French
Path (Raw):       Marcel Moussy --[No Operation]--> Marcel Moussy --[(INV) written_by]--> The 400 Blows --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by jim simpson
Start Entity:     Jim Simpson
Gold Answer:      [['Sigourney Weaver', 'Anthony LaPaglia']]
Predicted Ans:    Sigourney Weaver
Predicted Path:   Jim Simpson --[(INV) directed_by]--> The Guys --[starred_actors]--> Sigourney Weaver
Path (Raw):       Jim Simpson --[No Operation]--> Jim Simpson --[(INV) directed_by]--> The Guys --[starred_actors]--> Sigourney Weaver
Neg LogProb(↓):   0.050384
Path Entropy(↓):  0.196035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of man of steel starred who
Start Entity:     Man of Steel
Gold Answer:      [['William Forsythe', 'Marlon Brando', 'Rufus Sewell', 'Michael Caine', 'Natasha Gregson Wagner', 'Keith David', 'Lizabeth Scott', 'Amanda Donohoe', 'Luis Guzmán', 'Charlton Heston', 'Raymond Cruz', 'Eric Thal', 'Ned Beatty', 'Katie Holmes', 'Kiefer Sutherland', 'Tom Berenger', 'Christian Bale', 'William Hurt', 'Liam Neeson', 'Gary Oldman', 'Julie Warner', 'Gene Hackman', 'Jennifer Connelly', 'Donald Sutherland', 'Tom Hardy', 'Dean Jagger', 'Dalton James', 'Stephen Dorff', 'Wesley Snipes', 'Christopher Reeve']]
Predicted Ans:    Gary Oldman
Predicted Path:   Man of Steel --[written_by]--> David S. Goyer --[(INV) written_by]--> The Unborn --[starred_actors]--> Gary Oldman
Path (Raw):       Man of Steel --[written_by]--> David S. Goyer --[(INV) written_by]--> The Unborn --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.639902
Path Entropy(↓):  0.789321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by vit klusak
Start Entity:     Vít Klusák
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Vít Klusák --[(INV) directed_by]--> Czech Dream --[has_genre]--> Documentary
Path (Raw):       Vít Klusák --[No Operation]--> Vít Klusák --[(INV) directed_by]--> Czech Dream --[has_genre]--> Documentary
Neg LogProb(↓):   0.012561
Path Entropy(↓):  0.071353
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with dissociative identity disorder
Start Entity:     dissociative identity disorder
Gold Answer:      [['The Three Faces of Eve']]
Predicted Ans:    The Three Faces of Eve
Predicted Path:   dissociative identity disorder --[(INV) has_tags]--> The Three Faces of Eve --[has_tags]--> dissociative identity disorder --[(INV) has_tags]--> The Three Faces of Eve
Path (Raw):       dissociative identity disorder --[(INV) has_tags]--> The Three Faces of Eve --[has_tags]--> dissociative identity disorder --[(INV) has_tags]--> The Three Faces of Eve
Neg LogProb(↓):   0.004407
Path Entropy(↓):  0.029098
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by francois boulay
Start Entity:     François Boulay
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   François Boulay --[(INV) written_by]--> C.R.A.Z.Y. --[in_language]--> French
Path (Raw):       François Boulay --[No Operation]--> François Boulay --[(INV) written_by]--> C.R.A.Z.Y. --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of oh, god!
Start Entity:     Oh, God!
Gold Answer:      [['Richard Lester', 'Richard Quine', 'Glenn Jordan', 'Sydney Pollack', 'Nicholas Stoller', 'Buster Keaton', 'Norman Jewison', 'Robert Benton', 'Stanley Donen', 'John G. Avildsen', 'Bruce Beresford', 'Paul Bogart', 'Bryan Forbes']]
Predicted Ans:    Richard Lester
Predicted Path:   Oh, God! --[written_by]--> Larry Gelbart --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Path (Raw):       Oh, God! --[written_by]--> Larry Gelbart --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.277964
Path Entropy(↓):  0.677253
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of touki bouki
Start Entity:     Touki Bouki
Gold Answer:      [['Djibril Diop Mambéty']]
Predicted Ans:    Djibril Diop Mambéty
Predicted Path:   Touki Bouki --[written_by]--> Djibril Diop Mambéty --[(INV) written_by]--> Touki Bouki --[written_by]--> Djibril Diop Mambéty
Path (Raw):       Touki Bouki --[written_by]--> Djibril Diop Mambéty --[(INV) written_by]--> Touki Bouki --[written_by]--> Djibril Diop Mambéty
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by franco merli
Start Entity:     Franco Merli
Gold Answer:      [['Pier Paolo Pasolini']]
Predicted Ans:    Pier Paolo Pasolini
Predicted Path:   Franco Merli --[(INV) starred_actors]--> Arabian Nights --[written_by]--> Pier Paolo Pasolini
Path (Raw):       Franco Merli --[No Operation]--> Franco Merli --[(INV) starred_actors]--> Arabian Nights --[written_by]--> Pier Paolo Pasolini
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of his girl friday
Start Entity:     His Girl Friday
Gold Answer:      [['Armitage Trail', 'Abem Finkel', 'Harry Chandlee', 'Martin Flavin', 'Jane Murfin', 'Dudley Nichols', 'John Huston', 'Ernest Hemingway', 'Hagar Wilde', 'Charles Schnee', 'John Monk Saunders', 'Billy Wilder', 'Harry Brown', 'Oliver Stone', 'Charles Lederer', 'Will B. Johnstone', 'Tom Skeyhill', 'Howard Hawks', 'Charles Bruce Millholland', 'Edna Ferber', 'Michael Winner', 'Edgecumb Pinchon', 'O.B. Stade', 'Borden Chase', 'Anita Loos', 'Howard Koch', 'Leigh Brackett', 'Ben Hecht', 'Raymond Chandler', 'William Faulkner', 'Charles MacArthur', 'Jules Furthman', 'Henri Rochard']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   His Girl Friday --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Path (Raw):       His Girl Friday --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.169643
Path Entropy(↓):  2.060528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of rancho notorious
Start Entity:     Rancho Notorious
Gold Answer:      [['Fritz Lang']]
Predicted Ans:    Fritz Lang
Predicted Path:   Rancho Notorious --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Liliom --[directed_by]--> Fritz Lang
Path (Raw):       Rancho Notorious --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Liliom --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.260993
Path Entropy(↓):  0.823733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in times square
Start Entity:     Times Square
Gold Answer:      [['Robin Johnson', 'Tim Curry', 'Trini Alvarado']]
Predicted Ans:    Tim Curry
Predicted Path:   Times Square --[starred_actors]--> Tim Curry --[(INV) starred_actors]--> Clue --[starred_actors]--> Tim Curry
Path (Raw):       Times Square --[starred_actors]--> Tim Curry --[(INV) starred_actors]--> Clue --[starred_actors]--> Tim Curry
Neg LogProb(↓):   0.036438
Path Entropy(↓):  0.192280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the baby also directed which movies
Start Entity:     The Baby
Gold Answer:      [['Magnum Force', 'Beneath the Planet of the Apes', 'Go Tell the Spartans', "Hang 'Em High"]]
Predicted Ans:    Magnum Force
Predicted Path:   The Baby --[directed_by]--> Ted Post --[(INV) directed_by]--> Magnum Force
Path (Raw):       The Baby --[directed_by]--> Ted Post --[(INV) directed_by]--> Magnum Force --[No Operation]--> Magnum Force
Neg LogProb(↓):   0.120544
Path Entropy(↓):  0.470092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by chi mcbride were directed by who
Start Entity:     Chi McBride
Gold Answer:      [['Malcolm D. Lee', 'Bob Odenkirk']]
Predicted Ans:    Bob Odenkirk
Predicted Path:   Chi McBride --[(INV) starred_actors]--> Let's Go to Prison --[directed_by]--> Bob Odenkirk
Path (Raw):       Chi McBride --[No Operation]--> Chi McBride --[(INV) starred_actors]--> Let's Go to Prison --[directed_by]--> Bob Odenkirk
Neg LogProb(↓):   0.182555
Path Entropy(↓):  0.450874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by lowell sherman were released in which years
Start Entity:     Lowell Sherman
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Lowell Sherman --[(INV) starred_actors]--> What Price Hollywood? --[release_year]--> 1932
Path (Raw):       Lowell Sherman --[No Operation]--> Lowell Sherman --[(INV) starred_actors]--> What Price Hollywood? --[release_year]--> 1932
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed dead of winter
Start Entity:     Dead of Winter
Gold Answer:      [['Thomas Berger', 'Bima Stagg', 'David Newman', 'Steve Tesich', 'Arthur Penn', 'Venable Herndon', 'Arlo Guthrie', 'Kelly Reichardt', 'Gore Vidal', 'Robert Benton', 'Leslie Stevens', 'Jonathan Raymond', 'Julien Maury', 'William Gibson', 'Alexandre Bustillo']]
Predicted Ans:    Alexandre Bustillo
Predicted Path:   Dead of Winter --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Path (Raw):       Dead of Winter --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Neg LogProb(↓):   0.066868
Path Entropy(↓):  0.334096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is race with the devil
Start Entity:     Race with the Devil
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Race with the Devil --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Race with the Devil --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.508313
Path Entropy(↓):  4.450142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robert evans were written by who
Start Entity:     Robert Evans
Gold Answer:      [['Brett Morgen']]
Predicted Ans:    Brett Morgen
Predicted Path:   Robert Evans --[(INV) starred_actors]--> The Kid Stays in the Picture --[written_by]--> Brett Morgen
Path (Raw):       Robert Evans --[No Operation]--> Robert Evans --[(INV) starred_actors]--> The Kid Stays in the Picture --[written_by]--> Brett Morgen
Neg LogProb(↓):   0.133253
Path Entropy(↓):  0.396886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie kill me again are written by who
Start Entity:     Kill Me Again
Gold Answer:      [['Walter Hill', 'Carol Sobieski', 'Wolfgang Petersen', 'Richard Neely', 'Quentin Tarantino', 'Bob Dolman', 'George Lucas', 'Olivier Assayas', 'Jim Thompson', 'Joseph D. Pistone', 'Richard Woodley', 'Chiho Katsura', 'Ramón Menéndez', 'Mark Bowden', 'Tom Musca', 'Ted Dekker', 'Peter Facinelli', 'Andre Fabrizio', 'Jeremy Passmore', 'Heywood Gould', 'Paul Attanasio']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Kill Me Again --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[written_by]--> Olivier Assayas
Path (Raw):       Kill Me Again --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.354629
Path Entropy(↓):  0.936903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of lascars
Start Entity:     Lascars
Gold Answer:      [['Birthday Girl', 'Beauty and the Beast', 'Derailed', 'Our Day Will Come', 'Mr. Nobody', 'The Apartment', 'Adrift', 'Dobermann', 'Sheitan', 'Wicker Park', 'Unknown', 'Trance', 'Read My Lips', 'The Monk', 'A Dangerous Method', 'Anything for Her', 'National Treasure', 'Black Swan', 'Inhale', 'Brotherhood of the Wolf', 'Farewell, My Queen']]
Predicted Ans:    Adrift
Predicted Path:   Lascars --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift
Path (Raw):       Lascars --[starred_actors]--> Vincent Cassel --[No Operation]--> Vincent Cassel --[(INV) starred_actors]--> Adrift
Neg LogProb(↓):   1.073663
Path Entropy(↓):  1.524425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what on the road is about
Start Entity:     On the Road
Gold Answer:      [['jack kerouac']]
Predicted Ans:    jack kerouac
Predicted Path:   On the Road --[has_tags]--> jack kerouac --[(INV) has_tags]--> On the Road --[has_tags]--> jack kerouac
Path (Raw):       On the Road --[has_tags]--> jack kerouac --[(INV) has_tags]--> On the Road --[has_tags]--> jack kerouac
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in sprung
Start Entity:     Sprung
Gold Answer:      [['Vanessa Middleton', 'Rusty Cundieff']]
Predicted Ans:    Rusty Cundieff
Predicted Path:   Sprung --[starred_actors]--> Rusty Cundieff --[(INV) starred_actors]--> Sprung --[written_by]--> Rusty Cundieff
Path (Raw):       Sprung --[starred_actors]--> Rusty Cundieff --[(INV) starred_actors]--> Sprung --[written_by]--> Rusty Cundieff
Neg LogProb(↓):   0.415377
Path Entropy(↓):  0.840661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film l. a. story
Start Entity:     L.A. Story
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   L.A. Story --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       L.A. Story --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.272315
Path Entropy(↓):  4.434756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor perry benson is a co - star of who
Start Entity:     Perry Benson
Gold Answer:      [['Piotr Jagiello', 'Thomas Turgoose']]
Predicted Ans:    Perry Benson
Predicted Path:   Perry Benson --[(INV) starred_actors]--> Somers Town --[starred_actors]--> Perry Benson
Path (Raw):       Perry Benson --[No Operation]--> Perry Benson --[(INV) starred_actors]--> Somers Town --[starred_actors]--> Perry Benson
Neg LogProb(↓):   0.523498
Path Entropy(↓):  0.676244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies together with luiz bolognesi
Start Entity:     Luiz Bolognesi
Gold Answer:      [['Austregésilo Carrano']]
Predicted Ans:    Luiz Bolognesi
Predicted Path:   Luiz Bolognesi --[(INV) written_by]--> Brainstorm --[written_by]--> Luiz Bolognesi
Path (Raw):       Luiz Bolognesi --[No Operation]--> Luiz Bolognesi --[(INV) written_by]--> Brainstorm --[written_by]--> Luiz Bolognesi
Neg LogProb(↓):   0.004098
Path Entropy(↓):  0.026574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie the virginian starred who
Start Entity:     The Virginian
Gold Answer:      [['Brian Donlevy', 'Joel McCrea', 'Sonny Tufts', 'Barbara Britton']]
Predicted Ans:    Sonny Tufts
Predicted Path:   The Virginian --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> Cat-Women of the Moon --[starred_actors]--> Sonny Tufts
Path (Raw):       The Virginian --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> Cat-Women of the Moon --[starred_actors]--> Sonny Tufts
Neg LogProb(↓):   0.116132
Path Entropy(↓):  0.457555
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with a moment of innocence
Start Entity:     A Moment of Innocence
Gold Answer:      [['Blackboards', 'Kandahar', 'Gabbeh', 'The Apple']]
Predicted Ans:    The Apple
Predicted Path:   A Moment of Innocence --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> The Apple
Path (Raw):       A Moment of Innocence --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> The Apple --[No Operation]--> The Apple
Neg LogProb(↓):   0.814592
Path Entropy(↓):  1.551603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie second skin
Start Entity:     Second Skin
Gold Answer:      [['Ridley Scott', 'Fernando León de Aranoa', 'John Malkovich', 'Pedro Almodóvar', 'Mike Newell', 'Ethan Coen', 'Pierre Morel', 'Alejandro Amenábar', 'Terrence Malick', 'Alejandro González Iñárritu', 'Olivier Megaton', 'Sam Mendes', 'Manuel Gómez Pereira', 'Vicente Aranda']]
Predicted Ans:    Ridley Scott
Predicted Path:   Second Skin --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Path (Raw):       Second Skin --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Neg LogProb(↓):   0.609061
Path Entropy(↓):  1.217921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the wolf man
Start Entity:     The Wolf Man
Gold Answer:      [['Now, Voyager', 'The Prince and the Pauper', 'Boy Meets Girl', 'Deception', 'Notorious', 'Four Daughters', 'Mr. Smith Goes to Washington', 'Where Danger Lives', 'The Lost World', 'They Made Me a Criminal', 'The Court-Martial of Billy Mitchell', 'The Unsuspected', 'Lady on a Train', 'Forbidden', 'His Girl Friday', 'Angel on My Shoulder', 'The Invisible Man', 'Moontide', 'Phantom of the Opera', 'Air Hawks', 'The Clairvoyant', 'Sunrise at Campobello', 'Passage to Marseille', 'The Adventures of Robin Hood', 'White Banners', 'Mr. Skeffington', 'The Ghost of Frankenstein', 'Caesar and Cleopatra', 'Casablanca', 'Pretty Woman', 'Here Comes Mr. Jordan', 'The Wedding Night', 'Hands Across the Table']]
Predicted Ans:    Passage to Marseille
Predicted Path:   The Wolf Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille
Path (Raw):       The Wolf Man --[starred_actors]--> Claude Rains --[No Operation]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille
Neg LogProb(↓):   0.953855
Path Entropy(↓):  1.687802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
L. q. jones was the director of which films
Start Entity:     L.Q. Jones
Gold Answer:      [['A Boy and His Dog']]
Predicted Ans:    A Boy and His Dog
Predicted Path:   L.Q. Jones --[(INV) directed_by]--> A Boy and His Dog --[directed_by]--> L.Q. Jones --[(INV) directed_by]--> A Boy and His Dog
Path (Raw):       L.Q. Jones --[(INV) directed_by]--> A Boy and His Dog --[directed_by]--> L.Q. Jones --[(INV) directed_by]--> A Boy and His Dog
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by wolf rilla
Start Entity:     Wolf Rilla
Gold Answer:      [['1995', '1960']]
Predicted Ans:    1960
Predicted Path:   Wolf Rilla --[(INV) written_by]--> Village of the Damned --[release_year]--> 1960
Path (Raw):       Wolf Rilla --[No Operation]--> Wolf Rilla --[(INV) written_by]--> Village of the Damned --[release_year]--> 1960
Neg LogProb(↓):   1.050850
Path Entropy(↓):  1.331225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe ironclad in a few words
Start Entity:     Ironclad
Gold Answer:      [['kate mara', 'paul giamatti']]
Predicted Ans:    kate mara
Predicted Path:   Ironclad --[written_by]--> Stephen McDool --[(INV) written_by]--> Ironclad --[has_tags]--> kate mara
Path (Raw):       Ironclad --[written_by]--> Stephen McDool --[(INV) written_by]--> Ironclad --[has_tags]--> kate mara
Neg LogProb(↓):   0.376866
Path Entropy(↓):  0.919169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed autumn leaves
Start Entity:     Autumn Leaves
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Autumn Leaves --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> Too Late the Hero --[has_genre]--> War
Path (Raw):       Autumn Leaves --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> Too Late the Hero --[has_genre]--> War
Neg LogProb(↓):   0.472448
Path Entropy(↓):  1.256271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of tarzan
Start Entity:     Tarzan
Gold Answer:      [['German']]
Predicted Ans:    Bob Tzudiker
Predicted Path:   Tarzan --[written_by]--> Jessica Postigo --[(INV) written_by]--> Tarzan --[written_by]--> Bob Tzudiker
Path (Raw):       Tarzan --[written_by]--> Jessica Postigo --[(INV) written_by]--> Tarzan --[written_by]--> Bob Tzudiker
Neg LogProb(↓):   1.762541
Path Entropy(↓):  2.683237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film immediate family
Start Entity:     Immediate Family
Gold Answer:      [['Matt Drake', 'Don Roos', 'Michael Bacall', 'Tom Topor', 'Lawrence Lasker', 'Yolande Turner', 'Ken Friedman']]
Predicted Ans:    Tom Topor
Predicted Path:   Immediate Family --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused --[written_by]--> Tom Topor
Path (Raw):       Immediate Family --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused --[written_by]--> Tom Topor
Neg LogProb(↓):   0.018446
Path Entropy(↓):  0.116425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of don't bother to knock was
Start Entity:     Don't Bother to Knock
Gold Answer:      [['Roy Ward Baker']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Don't Bother to Knock --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> The Vampire Lovers --[directed_by]--> Roy Ward Baker
Path (Raw):       Don't Bother to Knock --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> The Vampire Lovers --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   0.055787
Path Entropy(↓):  0.248288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by goran olsson released
Start Entity:     Göran Olsson
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Göran Olsson --[(INV) written_by]--> The Black Power Mixtape 1967-1975 --[release_year]--> 2011
Path (Raw):       Göran Olsson --[No Operation]--> Göran Olsson --[(INV) written_by]--> The Black Power Mixtape 1967-1975 --[release_year]--> 2011
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of remember me, my love
Start Entity:     Remember Me, My Love
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Remember Me, My Love --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Remember Me, My Love --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.100883
Path Entropy(↓):  4.482191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by but i'm a cheerleader actors
Start Entity:     But I'm a Cheerleader
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   But I'm a Cheerleader --[starred_actors]--> Natasha Lyonne --[(INV) starred_actors]--> But I'm a Cheerleader --[has_genre]--> Comedy
Path (Raw):       But I'm a Cheerleader --[starred_actors]--> Natasha Lyonne --[(INV) starred_actors]--> But I'm a Cheerleader --[has_genre]--> Comedy
Neg LogProb(↓):   0.461842
Path Entropy(↓):  0.862600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was kris kristofferson an actor in
Start Entity:     Kris Kristofferson
Gold Answer:      [["A Soldier's Daughter Never Cries", 'The Sailor Who Fell from Grace with the Sea', 'Dolphin Tale 2', 'Trouble in Mind', 'Convoy', 'Big Top Pee-wee', 'Songwriter', 'Dolphin Tale', 'Millennium', 'Flashpoint', 'Semi-Tough', 'Rollover', 'The Greening of Whitney Brown', "Heaven's Gate", 'A Star Is Born', 'Blume in Love', "Pharaoh's Army"]]
Predicted Ans:    Convoy
Predicted Path:   Kris Kristofferson --[(INV) starred_actors]--> Convoy --[starred_actors]--> Ali MacGraw --[(INV) starred_actors]--> Convoy
Path (Raw):       Kris Kristofferson --[(INV) starred_actors]--> Convoy --[starred_actors]--> Ali MacGraw --[(INV) starred_actors]--> Convoy
Neg LogProb(↓):   1.081068
Path Entropy(↓):  2.096145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by miles chapman
Start Entity:     Miles Chapman
Gold Answer:      [['Sylvester Stallone', 'Jim Caviezel', 'Arnold Schwarzenegger']]
Predicted Ans:    Arnold Schwarzenegger
Predicted Path:   Miles Chapman --[(INV) written_by]--> Escape Plan --[starred_actors]--> Arnold Schwarzenegger
Path (Raw):       Miles Chapman --[No Operation]--> Miles Chapman --[(INV) written_by]--> Escape Plan --[starred_actors]--> Arnold Schwarzenegger
Neg LogProb(↓):   0.124300
Path Entropy(↓):  0.361859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the anniversary
Start Entity:     The Anniversary
Gold Answer:      [['Arnold Vosloo', 'Zita Johann', 'Boris Karloff', 'David Manners', 'Rachel Weisz', 'Anton Diffring', 'Brendan Fraser', 'Peter Cushing', 'Christopher Lee', 'John Hannah']]
Predicted Ans:    Christopher Lee
Predicted Path:   The Anniversary --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Man Who Could Cheat Death --[starred_actors]--> Christopher Lee
Path (Raw):       The Anniversary --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Man Who Could Cheat Death --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.646765
Path Entropy(↓):  0.692774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in last ride
Start Entity:     Last Ride
Gold Answer:      [['Stephan Elliott', 'Evan Goldberg', 'Rebecca Miller', 'Seth Rogen', 'Stavros Kazantzidis', 'Dan Sterling', 'David Auburn', 'Jocelyn Moorhouse', 'Alison Nisselle', 'Craig Monahan', 'David Lloyd']]
Predicted Ans:    Evan Goldberg
Predicted Path:   Last Ride --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> The Interview --[written_by]--> Evan Goldberg
Path (Raw):       Last Ride --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> The Interview --[written_by]--> Evan Goldberg
Neg LogProb(↓):   0.371144
Path Entropy(↓):  0.734029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by buddy giovinazzo were in which genres
Start Entity:     Buddy Giovinazzo
Gold Answer:      [['Drama', 'Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Buddy Giovinazzo --[(INV) directed_by]--> The Theatre Bizarre --[has_genre]--> Horror
Path (Raw):       Buddy Giovinazzo --[No Operation]--> Buddy Giovinazzo --[(INV) directed_by]--> The Theatre Bizarre --[has_genre]--> Horror
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of robin and marian
Start Entity:     Robin and Marian
Gold Answer:      [['The Lion in Winter', 'They Might Be Giants', 'Nicholas and Alexandra']]
Predicted Ans:    Robin and Marian
Predicted Path:   Robin and Marian --[written_by]--> James Goldman --[(INV) written_by]--> Robin and Marian
Path (Raw):       Robin and Marian --[written_by]--> James Goldman --[(INV) written_by]--> Robin and Marian --[No Operation]--> Robin and Marian
Neg LogProb(↓):   0.474718
Path Entropy(↓):  0.723822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in ginger and fred
Start Entity:     Ginger and Fred
Gold Answer:      [['Alberto Lattuada', 'Mario Monicelli', 'Elio Petri', 'Federico Fellini', 'Luchino Visconti', 'Manoel de Oliveira', 'Pietro Germi', 'Roman Polanski', 'Michelangelo Antonioni', 'Marco Ferreri', 'Orson Welles', 'Vittorio De Sica', 'John Boorman', 'Ettore Scola']]
Predicted Ans:    Federico Fellini
Predicted Path:   Ginger and Fred --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> 8½ --[directed_by]--> Federico Fellini
Path (Raw):       Ginger and Fred --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> 8½ --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.591317
Path Entropy(↓):  1.505894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the celluloid closet
Start Entity:     The Celluloid Closet
Gold Answer:      [['Drama', 'Documentary', 'War']]
Predicted Ans:    Documentary
Predicted Path:   The Celluloid Closet --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[has_genre]--> Documentary
Path (Raw):       The Celluloid Closet --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[has_genre]--> Documentary
Neg LogProb(↓):   0.065612
Path Entropy(↓):  0.293880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by keith samples
Start Entity:     Keith Samples
Gold Answer:      [['Lauren Holly', 'Greg Kinnear']]
Predicted Ans:    Greg Kinnear
Predicted Path:   Keith Samples --[(INV) directed_by]--> A Smile Like Yours --[starred_actors]--> Greg Kinnear
Path (Raw):       Keith Samples --[No Operation]--> Keith Samples --[(INV) directed_by]--> A Smile Like Yours --[starred_actors]--> Greg Kinnear
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of ollie hopnoodle's haven of bliss also wrote movies
Start Entity:     Ollie Hopnoodle's Haven of Bliss
Gold Answer:      [['It Runs in the Family', 'A Christmas Story']]
Predicted Ans:    Ollie Hopnoodle's Haven of Bliss
Predicted Path:   Ollie Hopnoodle's Haven of Bliss --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss
Path (Raw):       Ollie Hopnoodle's Haven of Bliss --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss --[No Operation]--> Ollie Hopnoodle's Haven of Bliss
Neg LogProb(↓):   0.132018
Path Entropy(↓):  0.456026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by john malkovich were written by who
Start Entity:     John Malkovich
Gold Answer:      [['Nicholas Shakespeare']]
Predicted Ans:    Wim Wenders
Predicted Path:   John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       John Malkovich --[No Operation]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.892731
Path Entropy(↓):  1.313356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by the haunting of molly hartley actors
Start Entity:     The Haunting of Molly Hartley
Gold Answer:      [['James Gunn', 'Guy Burt', 'Gregg Araki', 'Larry Fessenden', 'George A. Romero']]
Predicted Ans:    John Travis
Predicted Path:   The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett --[(INV) starred_actors]--> The Haunting of Molly Hartley --[written_by]--> John Travis
Path (Raw):       The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett --[(INV) starred_actors]--> The Haunting of Molly Hartley --[written_by]--> John Travis
Neg LogProb(↓):   0.083596
Path Entropy(↓):  0.343489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with the frozen north fall under
Start Entity:     The Frozen North
Gold Answer:      [['Western', 'Musical', 'Short', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Frozen North --[starred_actors]--> Bonnie Hill --[(INV) starred_actors]--> The Frozen North --[has_genre]--> Comedy
Path (Raw):       The Frozen North --[starred_actors]--> Bonnie Hill --[(INV) starred_actors]--> The Frozen North --[has_genre]--> Comedy
Neg LogProb(↓):   0.200482
Path Entropy(↓):  0.583445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by rafi pitts
Start Entity:     Rafi Pitts
Gold Answer:      [['2011', '2010', '1980']]
Predicted Ans:    2010
Predicted Path:   Rafi Pitts --[(INV) written_by]--> The Hunter --[release_year]--> 2010
Path (Raw):       Rafi Pitts --[No Operation]--> Rafi Pitts --[(INV) written_by]--> The Hunter --[release_year]--> 2010
Neg LogProb(↓):   0.576690
Path Entropy(↓):  0.976402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with chris stapp
Start Entity:     Chris Stapp
Gold Answer:      [['Matt Heath']]
Predicted Ans:    Chris Stapp
Predicted Path:   Chris Stapp --[(INV) written_by]--> The Devil Dared Me To --[written_by]--> Chris Stapp
Path (Raw):       Chris Stapp --[No Operation]--> Chris Stapp --[(INV) written_by]--> The Devil Dared Me To --[written_by]--> Chris Stapp
Neg LogProb(↓):   0.217101
Path Entropy(↓):  0.493633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies written by tom gries fall under
Start Entity:     Tom Gries
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Tom Gries --[(INV) written_by]--> Will Penny --[has_genre]--> Western
Path (Raw):       Tom Gries --[No Operation]--> Tom Gries --[(INV) written_by]--> Will Penny --[has_genre]--> Western
Neg LogProb(↓):   0.021068
Path Entropy(↓):  0.101322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by herbert j. biberman were in which genres
Start Entity:     Herbert J. Biberman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Herbert J. Biberman --[(INV) directed_by]--> Salt of the Earth --[has_genre]--> Drama
Path (Raw):       Herbert J. Biberman --[No Operation]--> Herbert J. Biberman --[(INV) directed_by]--> Salt of the Earth --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the secret six
Start Entity:     The Secret Six
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Secret Six --[written_by]--> Frances Marion --[(INV) written_by]--> Anna Christie --[in_language]--> English
Path (Raw):       The Secret Six --[written_by]--> Frances Marion --[(INV) written_by]--> Anna Christie --[in_language]--> English
Neg LogProb(↓):   0.000229
Path Entropy(↓):  0.002447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film dirty pretty things
Start Entity:     Dirty Pretty Things
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '1998', '2009', '2010', '1971', '1990', '1996', '2002', '2012', '2013', '1988', '2000', '2005', '1987']]
Predicted Ans:    2009
Predicted Path:   Dirty Pretty Things --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[release_year]--> 2009
Path (Raw):       Dirty Pretty Things --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[release_year]--> 2009
Neg LogProb(↓):   1.132055
Path Entropy(↓):  2.088123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of that obscure object of desire
Start Entity:     That Obscure Object of Desire
Gold Answer:      [['Documentary', 'Short', 'Drama', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   That Obscure Object of Desire --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Path (Raw):       That Obscure Object of Desire --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Neg LogProb(↓):   0.315395
Path Entropy(↓):  0.934193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of scent of a woman
Start Entity:     Scent of a Woman
Gold Answer:      [['Diane Keaton', 'Mary Steenburgen', 'Alan Bates', 'Jason Robards', 'Paul Le Mat', 'Bette Midler', 'Albert Finney', 'Peter Weller', 'Harry Dean Stanton', 'Karen Allen', 'Frederic Forrest']]
Predicted Ans:    Gabrielle Anwar
Predicted Path:   Scent of a Woman --[written_by]--> Bo Goldman --[(INV) written_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Path (Raw):       Scent of a Woman --[written_by]--> Bo Goldman --[(INV) written_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Neg LogProb(↓):   0.345191
Path Entropy(↓):  1.125458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of scum
Start Entity:     Scum
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Scum --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       Scum --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   2.173322
Path Entropy(↓):  3.449466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in in my sleep
Start Entity:     In My Sleep
Gold Answer:      [['Swedish', 'French']]
Predicted Ans:    Swedish
Predicted Path:   In My Sleep --[starred_actors]--> Lacey Chabert --[(INV) starred_actors]--> Thirst --[in_language]--> Swedish
Path (Raw):       In My Sleep --[starred_actors]--> Lacey Chabert --[(INV) starred_actors]--> Thirst --[in_language]--> Swedish
Neg LogProb(↓):   0.020467
Path Entropy(↓):  0.108643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film switch
Start Entity:     Switch
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Switch --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Switch --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   3.117905
Path Entropy(↓):  4.410377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by gale storm were released in which years
Start Entity:     Gale Storm
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Gale Storm --[(INV) starred_actors]--> Revenge of the Zombies --[release_year]--> 1943
Path (Raw):       Gale Storm --[No Operation]--> Gale Storm --[(INV) starred_actors]--> Revenge of the Zombies --[release_year]--> 1943
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the seventh seal
Start Entity:     The Seventh Seal
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Lacey Chabert', 'Cary Grant', 'Viggo Mortensen', 'Bibi Andersson', 'Liv Ullmann', 'Erland Josephson', 'Rita Russek', 'Ingrid Bergman', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Brandon Quinn', 'Mercedes McNab', 'Michael Fassbender', 'Harriet Andersson', 'Gunnel Lindblom', 'Lena Nyman', 'Tygh Runyan']]
Predicted Ans:    Liv Ullmann
Predicted Path:   The Seventh Seal --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Path (Raw):       The Seventh Seal --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Neg LogProb(↓):   0.864700
Path Entropy(↓):  1.329797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by lana clarkson
Start Entity:     Lana Clarkson
Gold Answer:      [['Thriller', 'Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Lana Clarkson --[(INV) starred_actors]--> Deathstalker --[has_genre]--> Adventure
Path (Raw):       Lana Clarkson --[No Operation]--> Lana Clarkson --[(INV) starred_actors]--> Deathstalker --[has_genre]--> Adventure
Neg LogProb(↓):   0.313653
Path Entropy(↓):  0.766872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by akiva schaffer
Start Entity:     Akiva Schaffer
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Akiva Schaffer --[(INV) directed_by]--> Hot Rod --[has_genre]--> Comedy
Path (Raw):       Akiva Schaffer --[No Operation]--> Akiva Schaffer --[(INV) directed_by]--> Hot Rod --[has_genre]--> Comedy
Neg LogProb(↓):   0.000255
Path Entropy(↓):  0.002367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film desperate hours were in which genres
Start Entity:     Desperate Hours
Gold Answer:      [['Drama', 'War', 'Action', 'History', 'Crime']]
Predicted Ans:    History
Predicted Path:   Desperate Hours --[directed_by]--> Michael Cimino --[(INV) directed_by]--> Heaven's Gate --[has_genre]--> History
Path (Raw):       Desperate Hours --[directed_by]--> Michael Cimino --[(INV) directed_by]--> Heaven's Gate --[has_genre]--> History
Neg LogProb(↓):   0.426165
Path Entropy(↓):  0.791097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of janet mcteer written movies
Start Entity:     Janet McTeer
Gold Answer:      [['Kristian Levring']]
Predicted Ans:    Kristian Levring
Predicted Path:   Janet McTeer --[(INV) starred_actors]--> The Intended --[directed_by]--> Kristian Levring
Path (Raw):       Janet McTeer --[No Operation]--> Janet McTeer --[(INV) starred_actors]--> The Intended --[directed_by]--> Kristian Levring
Neg LogProb(↓):   0.380473
Path Entropy(↓):  0.868089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about neil gaiman
Start Entity:     neil gaiman
Gold Answer:      [['Coraline', 'Beowulf', 'Stardust']]
Predicted Ans:    Beowulf
Predicted Path:   neil gaiman --[(INV) has_tags]--> Beowulf --[directed_by]--> Graham Baker --[(INV) directed_by]--> Beowulf
Path (Raw):       neil gaiman --[(INV) has_tags]--> Beowulf --[directed_by]--> Graham Baker --[(INV) directed_by]--> Beowulf
Neg LogProb(↓):   0.935839
Path Entropy(↓):  1.495696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film seven ways from sundown released
Start Entity:     Seven Ways from Sundown
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Seven Ways from Sundown --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       Seven Ways from Sundown --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   2.692738
Path Entropy(↓):  3.997515
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film how to murder your wife
Start Entity:     How to Murder Your Wife
Gold Answer:      [['Murray Schisgal', 'Garson Kanin', 'Bill C. Davis', 'Robert Nelson Jacobs', 'Larry Gelbart', 'Alexandre Breffort', 'William Wharton', 'Jack Finney', 'Raymond Carver', 'Frank Barhydt', 'Gilles Mimouni', 'Ruth McKenney', 'Neil Simon', 'Richard Quine', 'Blake Edwards', 'Jed Harris', 'Arthur Carter', 'Robert Altman', 'Norman Panama', 'David Mamet', 'Billy Wilder', 'Rod Serling', 'Charles Lederer', 'James Fritzell', 'Nedrick Young', 'Everett Greenbaum', 'William Rose', 'Ben Maddow', 'Robert Crichton', 'Mario Monicelli', 'Gary David Goldberg', 'I.A.L. Diamond', 'George Axelrod', 'Harold Jacob Smith', 'Jerome Lawrence', 'Norman Katkov', 'Arthur A. Ross', 'Max Wilk', 'Joshua Logan', 'Harvey Miller', 'Mike Gray', 'Francis Veber', 'Max Catto', 'Mark Steven Johnson', 'Thomas Rickman', 'Mitch Albom', 'Melvin Frank', 'James Hadley Chase', 'Thomas Heggen', 'Ben Hecht', 'Charles MacArthur', 'Bartlett Cormack', 'Frank Harris', 'David Swift', 'Jerome Chodorov', 'Steve Shagan', 'James Bridges']]
Predicted Ans:    Billy Wilder
Predicted Path:   How to Murder Your Wife --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[written_by]--> Billy Wilder
Path (Raw):       How to Murder Your Wife --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.476360
Path Entropy(↓):  1.502786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by definitely, maybe actors
Start Entity:     Definitely, Maybe
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Definitely, Maybe --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> Fireflies in the Garden --[has_genre]--> Drama
Path (Raw):       Definitely, Maybe --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> Fireflies in the Garden --[has_genre]--> Drama
Neg LogProb(↓):   0.002669
Path Entropy(↓):  0.020691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of sergeant york
Start Entity:     Sergeant York
Gold Answer:      [['Black Fury', 'Mr. North', 'The Amazing Dr. Clitterhouse', 'The Asphalt Jungle', 'The Man Who Would Be King', 'The Night of the Iguana', 'The African Queen', 'Three Strangers', 'Heaven Knows, Mr. Allison', 'Key Largo', 'Moulin Rouge', 'In This Our Life', 'The Maltese Falcon', 'The Fox', 'Black Legion', 'Beat the Devil', 'The Treasure of the Sierra Madre', "Dr. Ehrlich's Magic Bullet", 'Juarez', 'White Banners', 'The Sea Hawk', 'The Red Badge of Courage', 'Casablanca', 'The Kremlin Letter', 'The Jolson Story', 'High Sierra', 'Jezebel', 'Moby Dick', 'Our Town']]
Predicted Ans:    The Maltese Falcon
Predicted Path:   Sergeant York --[written_by]--> John Huston --[(INV) written_by]--> The Maltese Falcon
Path (Raw):       Sergeant York --[No Operation]--> Sergeant York --[written_by]--> John Huston --[(INV) written_by]--> The Maltese Falcon
Neg LogProb(↓):   0.993507
Path Entropy(↓):  1.599121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films lady chatterley are written by who
Start Entity:     Lady Chatterley
Gold Answer:      [['Pascale Ferran']]
Predicted Ans:    Pascale Ferran
Predicted Path:   Lady Chatterley --[directed_by]--> Pascale Ferran --[(INV) directed_by]--> Bird People --[written_by]--> Pascale Ferran
Path (Raw):       Lady Chatterley --[directed_by]--> Pascale Ferran --[(INV) directed_by]--> Bird People --[written_by]--> Pascale Ferran
Neg LogProb(↓):   0.036371
Path Entropy(↓):  0.158945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in red dawn
Start Entity:     Red Dawn
Gold Answer:      [['Charlie Sheen', 'Lea Thompson', 'Patrick Swayze', 'C. Thomas Howell']]
Predicted Ans:    Josh Peck
Predicted Path:   Red Dawn --[starred_actors]--> Josh Peck --[(INV) starred_actors]--> The Wackness --[starred_actors]--> Josh Peck
Path (Raw):       Red Dawn --[starred_actors]--> Josh Peck --[(INV) starred_actors]--> The Wackness --[starred_actors]--> Josh Peck
Neg LogProb(↓):   0.163435
Path Entropy(↓):  0.661938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed the ring
Start Entity:     The Ring
Gold Answer:      [['Drama', 'Western', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Ring --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango --[has_genre]--> Comedy
Path (Raw):       The Ring --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango --[has_genre]--> Comedy
Neg LogProb(↓):   0.011323
Path Entropy(↓):  0.068337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie big bad wolf
Start Entity:     Big Bad Wolf
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Big Bad Wolf --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Big Bad Wolf --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.699350
Path Entropy(↓):  4.418745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of suspect zero
Start Entity:     Suspect Zero
Gold Answer:      [['Shadow of the Vampire']]
Predicted Ans:    Shadow of the Vampire
Predicted Path:   Suspect Zero --[directed_by]--> E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire
Path (Raw):       Suspect Zero --[directed_by]--> E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire --[No Operation]--> Shadow of the Vampire
Neg LogProb(↓):   0.001505
Path Entropy(↓):  0.011480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of born to be bad
Start Entity:     Born to Be Bad
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Born to Be Bad --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[has_genre]--> War
Path (Raw):       Born to Be Bad --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[has_genre]--> War
Neg LogProb(↓):   0.332138
Path Entropy(↓):  0.742801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of eric mandelbaum written films
Start Entity:     Eric Mandelbaum
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Eric Mandelbaum --[(INV) written_by]--> Winter of Frozen Dreams --[release_year]--> 2009
Path (Raw):       Eric Mandelbaum --[No Operation]--> Eric Mandelbaum --[(INV) written_by]--> Winter of Frozen Dreams --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of harry potter and the half - blood prince also starred in which movies
Start Entity:     Harry Potter and the Half-Blood Prince
Gold Answer:      [['Harry Potter and the Chamber of Secrets', 'My Boy Jack', 'Harry Potter and the Goblet of Fire', 'Harry Potter and the Prisoner of Azkaban', 'Harry Potter and the Order of the Phoenix', 'December Boys', 'Horns']]
Predicted Ans:    December Boys
Predicted Path:   Harry Potter and the Half-Blood Prince --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> December Boys
Path (Raw):       Harry Potter and the Half-Blood Prince --[No Operation]--> Harry Potter and the Half-Blood Prince --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> December Boys
Neg LogProb(↓):   0.922520
Path Entropy(↓):  1.867917
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by katt shea starred which actors
Start Entity:     Katt Shea
Gold Answer:      [['Cheryl Ladd', 'Sara Gilbert', 'Drew Barrymore', 'Tom Skerritt']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Katt Shea --[(INV) written_by]--> Poison Ivy --[starred_actors]--> Drew Barrymore
Path (Raw):       Katt Shea --[No Operation]--> Katt Shea --[(INV) written_by]--> Poison Ivy --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.000746
Path Entropy(↓):  0.006471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for werewolf woman
Start Entity:     Werewolf Woman
Gold Answer:      [['Rino Di Silvestro']]
Predicted Ans:    Rino Di Silvestro
Predicted Path:   Werewolf Woman --[written_by]--> Rino Di Silvestro --[(INV) written_by]--> Werewolf Woman --[written_by]--> Rino Di Silvestro
Path (Raw):       Werewolf Woman --[written_by]--> Rino Di Silvestro --[(INV) written_by]--> Werewolf Woman --[written_by]--> Rino Di Silvestro
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of anatomy were directed by who
Start Entity:     Anatomy
Gold Answer:      [['Stefan Ruzowitzky']]
Predicted Ans:    Stefan Ruzowitzky
Predicted Path:   Anatomy --[written_by]--> Stefan Ruzowitzky --[(INV) written_by]--> Anatomy --[directed_by]--> Stefan Ruzowitzky
Path (Raw):       Anatomy --[written_by]--> Stefan Ruzowitzky --[(INV) written_by]--> Anatomy --[directed_by]--> Stefan Ruzowitzky
Neg LogProb(↓):   0.060453
Path Entropy(↓):  0.227941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by aaron poole
Start Entity:     Aaron Poole
Gold Answer:      [['Christopher MacBride']]
Predicted Ans:    Christopher MacBride
Predicted Path:   Aaron Poole --[(INV) starred_actors]--> The Conspiracy --[written_by]--> Christopher MacBride
Path (Raw):       Aaron Poole --[No Operation]--> Aaron Poole --[(INV) starred_actors]--> The Conspiracy --[written_by]--> Christopher MacBride
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by danila kozlovsky were released in which years
Start Entity:     Danila Kozlovsky
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Danila Kozlovsky --[(INV) starred_actors]--> Vampire Academy --[release_year]--> 2014
Path (Raw):       Danila Kozlovsky --[No Operation]--> Danila Kozlovsky --[(INV) starred_actors]--> Vampire Academy --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by victor wong were directed by who
Start Entity:     Victor Wong
Gold Answer:      [['Wayne Wang', 'Jon Turteltaub']]
Predicted Ans:    Wayne Wang
Predicted Path:   Victor Wong --[(INV) starred_actors]--> Eat a Bowl of Tea --[directed_by]--> Wayne Wang
Path (Raw):       Victor Wong --[No Operation]--> Victor Wong --[(INV) starred_actors]--> Eat a Bowl of Tea --[directed_by]--> Wayne Wang
Neg LogProb(↓):   0.001017
Path Entropy(↓):  0.008019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of dante 01 also wrote which films
Start Entity:     Dante 01
Gold Answer:      [['The City of Lost Children', 'Delicatessen']]
Predicted Ans:    The City of Lost Children
Predicted Path:   Dante 01 --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children
Path (Raw):       Dante 01 --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[No Operation]--> The City of Lost Children
Neg LogProb(↓):   0.012092
Path Entropy(↓):  0.072127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed now is good
Start Entity:     Now Is Good
Gold Answer:      [['Ol Parker']]
Predicted Ans:    Ol Parker
Predicted Path:   Now Is Good --[directed_by]--> Ol Parker --[(INV) directed_by]--> Now Is Good --[directed_by]--> Ol Parker
Path (Raw):       Now Is Good --[directed_by]--> Ol Parker --[(INV) directed_by]--> Now Is Good --[directed_by]--> Ol Parker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of mirror mirror
Start Entity:     Mirror Mirror
Gold Answer:      [['Tarsem Singh']]
Predicted Ans:    Tarsem Singh
Predicted Path:   Mirror Mirror --[directed_by]--> Tarsem Singh --[(INV) directed_by]--> The Fall --[directed_by]--> Tarsem Singh
Path (Raw):       Mirror Mirror --[directed_by]--> Tarsem Singh --[(INV) directed_by]--> The Fall --[directed_by]--> Tarsem Singh
Neg LogProb(↓):   0.828902
Path Entropy(↓):  1.099984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of my man
Start Entity:     My Man
Gold Answer:      [['How Much Do You Love Me?', 'Too Beautiful for You', 'Going Places', 'Get Out Your Handkerchiefs', 'The Clink of Ice']]
Predicted Ans:    How Much Do You Love Me?
Predicted Path:   My Man --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me?
Path (Raw):       My Man --[No Operation]--> My Man --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me?
Neg LogProb(↓):   0.035807
Path Entropy(↓):  0.195635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of four rooms
Start Entity:     Four Rooms
Gold Answer:      [['Family', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Four Rooms --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Django Unchained --[has_genre]--> Western
Path (Raw):       Four Rooms --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Django Unchained --[has_genre]--> Western
Neg LogProb(↓):   0.648690
Path Entropy(↓):  1.642636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the dead pit
Start Entity:     The Dead Pit
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Dead Pit --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The Dead Pit --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.421035
Path Entropy(↓):  3.913053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by here comes mr. jordan actors
Start Entity:     Here Comes Mr. Jordan
Gold Answer:      [['Edmund Goulding', 'Fritz Lang', 'Robert Montgomery', 'George Waggner', 'Irwin Allen', 'George W. Hill', 'Busby Berkeley', 'Joseph Zito', 'John Ford', 'Alfred E. Green', 'Dorothy Arzner', 'Vincent Sherman', 'George Fitzmaurice', 'Michael Curtiz', 'S. Sylvan Simon', 'Frank Capra', 'Marcel Langenegger', 'Archie Mayo', 'Arthur Lubin', 'W.S. Van Dyke', 'Gabriel Pascal', 'Joseph Losey', 'William Keighley', 'George Scribner', 'Alfred Hitchcock', 'John Farrow', 'James Whale', 'Robert Florey', 'Irving Rapper', 'Maurice Elvey', 'Phil Karlson', 'Richard Boleslawski', 'Robert Z. Leonard']]
Predicted Ans:    Irving Rapper
Predicted Path:   Here Comes Mr. Jordan --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Path (Raw):       Here Comes Mr. Jordan --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.163725
Path Entropy(↓):  0.562765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie flushed away
Start Entity:     Flushed Away
Gold Answer:      [['Philip Kaufman', 'Maggie Greenwald', 'Chris Nahon', 'Nimród Antal', 'Richard Eyre', 'Todd Field', 'James Mangold', 'Luc Besson', 'James Cameron', 'Joshua Michael Stern', 'Harald Zwart', 'Denis Villeneuve', 'Jean Negulesco', 'Sam Mendes', 'Roy Ward Baker', 'Ron Howard', 'Blake Edwards', 'Michael Apted', 'Roland Emmerich', 'Roman Polanski', 'Shawn Levy', 'Christopher Nolan', 'Claude Lelouch', 'John Frankenheimer', 'Gillies MacKinnon', 'Bille August', 'Stephen Sommers', 'Alan Parker', 'Matthew Vaughn', 'Michel Gondry', 'Raymond Bernard', 'Marcel Langenegger', 'Gérard Krawczyk', 'Nancy Meyers', 'Peter Rodger', 'Robert Rossen', 'Danièle Thompson', 'Steven Zaillian', 'Laurence Olivier', 'Bill Condon', 'Dominic Sena', 'Bryan Singer', 'David Mackenzie', 'Tom Hooper', 'Jason Reitman', 'Ang Lee', 'David R. Ellis', 'Darren Aronofsky', 'Harold Young', 'John McTiernan', 'Stephen Daldry', 'Irving Rapper', 'Norman Jewison', 'Peter Jackson', 'Gareth Edwards', 'Jeannot Szwarc', 'Richard Boleslawski', 'Delphine Gleize']]
Predicted Ans:    Jeannot Szwarc
Predicted Path:   Flushed Away --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Enigma --[directed_by]--> Jeannot Szwarc
Path (Raw):       Flushed Away --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Enigma --[directed_by]--> Jeannot Szwarc
Neg LogProb(↓):   1.681196
Path Entropy(↓):  2.708517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in wendigo
Start Entity:     Wendigo
Gold Answer:      [['Short', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Wendigo --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Elegy --[has_genre]--> Drama
Path (Raw):       Wendigo --[starred_actors]--> Patricia Clarkson --[(INV) starred_actors]--> Elegy --[has_genre]--> Drama
Neg LogProb(↓):   0.784177
Path Entropy(↓):  1.315587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of judy gunn starred movies
Start Entity:     Judy Gunn
Gold Answer:      [['Bernard Vorhaus']]
Predicted Ans:    Bernard Vorhaus
Predicted Path:   Judy Gunn --[(INV) starred_actors]--> The Last Journey --[directed_by]--> Bernard Vorhaus
Path (Raw):       Judy Gunn --[No Operation]--> Judy Gunn --[(INV) starred_actors]--> The Last Journey --[directed_by]--> Bernard Vorhaus
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of crooklyn
Start Entity:     Crooklyn
Gold Answer:      [['2008', '2003', '1992', '2006', '1998', '2009', '2004', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1991', '1999', '1986']]
Predicted Ans:    1996
Predicted Path:   Crooklyn --[directed_by]--> Spike Lee --[(INV) directed_by]--> Get on the Bus --[release_year]--> 1996
Path (Raw):       Crooklyn --[directed_by]--> Spike Lee --[(INV) directed_by]--> Get on the Bus --[release_year]--> 1996
Neg LogProb(↓):   1.762437
Path Entropy(↓):  2.585137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does stephane aubier star in
Start Entity:     Stéphane Aubier
Gold Answer:      [['A Town Called Panic']]
Predicted Ans:    A Town Called Panic
Predicted Path:   Stéphane Aubier --[(INV) starred_actors]--> A Town Called Panic --[starred_actors]--> Stéphane Aubier --[(INV) starred_actors]--> A Town Called Panic
Path (Raw):       Stéphane Aubier --[(INV) starred_actors]--> A Town Called Panic --[starred_actors]--> Stéphane Aubier --[(INV) starred_actors]--> A Town Called Panic
Neg LogProb(↓):   0.682016
Path Entropy(↓):  0.719646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of brain donors
Start Entity:     Brain Donors
Gold Answer:      [['Pat Proft']]
Predicted Ans:    Pat Proft
Predicted Path:   Brain Donors --[written_by]--> Pat Proft --[(INV) written_by]--> Brain Donors --[written_by]--> Pat Proft
Path (Raw):       Brain Donors --[written_by]--> Pat Proft --[(INV) written_by]--> Brain Donors --[written_by]--> Pat Proft
Neg LogProb(↓):   0.480525
Path Entropy(↓):  0.735369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by after hours actors
Start Entity:     After Hours
Gold Answer:      [['Tony Cinciripini', 'Marc Norman', 'Adam Brooks', 'Lawrence Block', 'David Lee Henry', 'Luc Besson', 'Nora Roberts', 'Beth Henley', 'Jacques Mayol', 'John Landis', 'Ernest K. Gann', 'Laura Kirk', 'Nat DeWolf', 'Tamar Brott', 'Oliver Stone', 'Andrew Smith', 'Ken Finkleman', 'Robert Benton', 'Richard Russo', 'Richard Shepard', 'John Logan', 'Eric Steven Stahl', 'Rosanna Arquette', 'Howard Korder']]
Predicted Ans:    Robert Benton
Predicted Path:   After Hours --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> Nobody's Fool --[written_by]--> Robert Benton
Path (Raw):       After Hours --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> Nobody's Fool --[written_by]--> Robert Benton
Neg LogProb(↓):   0.970210
Path Entropy(↓):  1.696343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film apostle peter and the last supper are directed by who
Start Entity:     Apostle Peter and the Last Supper
Gold Answer:      [['Richard Franklin', 'John Schlesinger', 'Stephen Frears', 'Wallace Wolodarsky', 'Steven Schachter', 'Mark L. Lester', 'John Huston', 'Ron Judkins', 'Penny Marshall', 'John Hillcoat', 'William Berke', 'Harvey Kahn', 'Lester Wm. Berke', 'William Lustig', 'Stan Dragoti']]
Predicted Ans:    John Schlesinger
Predicted Path:   Apostle Peter and the Last Supper --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Believers --[directed_by]--> John Schlesinger
Path (Raw):       Apostle Peter and the Last Supper --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Believers --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.530313
Path Entropy(↓):  1.122085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote blind fury
Start Entity:     Blind Fury
Gold Answer:      [['2008']]
Predicted Ans:    1989
Predicted Path:   Blind Fury --[written_by]--> Charles Robert Carner --[(INV) written_by]--> Blind Fury --[release_year]--> 1989
Path (Raw):       Blind Fury --[written_by]--> Charles Robert Carner --[(INV) written_by]--> Blind Fury --[release_year]--> 1989
Neg LogProb(↓):   0.101028
Path Entropy(↓):  0.316411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in disconnect
Start Entity:     Disconnect
Gold Answer:      [['Frank Grillo', 'Michael Nyqvist', 'Hope Davis', 'Jason Bateman']]
Predicted Ans:    Jason Bateman
Predicted Path:   Disconnect --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Longest Week --[starred_actors]--> Jason Bateman
Path (Raw):       Disconnect --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Longest Week --[starred_actors]--> Jason Bateman
Neg LogProb(↓):   0.002730
Path Entropy(↓):  0.022888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Kevin altieri directed which films
Start Entity:     Kevin Altieri
Gold Answer:      [['Gen¹³']]
Predicted Ans:    Gen¹³
Predicted Path:   Kevin Altieri --[(INV) directed_by]--> Gen¹³ --[directed_by]--> Kevin Altieri --[(INV) directed_by]--> Gen¹³
Path (Raw):       Kevin Altieri --[(INV) directed_by]--> Gen¹³ --[directed_by]--> Kevin Altieri --[(INV) directed_by]--> Gen¹³
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed closet land
Start Entity:     Closet Land
Gold Answer:      [['Radha Bharadwaj']]
Predicted Ans:    Radha Bharadwaj
Predicted Path:   Closet Land --[directed_by]--> Radha Bharadwaj --[(INV) directed_by]--> Closet Land --[directed_by]--> Radha Bharadwaj
Path (Raw):       Closet Land --[directed_by]--> Radha Bharadwaj --[(INV) directed_by]--> Closet Land --[directed_by]--> Radha Bharadwaj
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by xavier palud fall under
Start Entity:     Xavier Palud
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Xavier Palud --[(INV) directed_by]--> Them --[has_genre]--> Horror
Path (Raw):       Xavier Palud --[No Operation]--> Xavier Palud --[(INV) directed_by]--> Them --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the trial
Start Entity:     The Trial
Gold Answer:      [['William Shakespeare', 'Victor Trivas', 'Booth Tarkington', 'Luchino Visconti', 'Roman Polanski', 'Karen Blixen', 'Whit Masterson', 'Oliver Parker', 'John Mortimer', 'Sherwood King', 'Orson Welles', 'Bill Krohn', 'Myron Meisel', 'Raphael Holinshed', 'Albert Camus', 'Richard Wilson']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Trial --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight --[written_by]--> William Shakespeare
Path (Raw):       The Trial --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.598372
Path Entropy(↓):  1.448868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of memoirs of an invisible man
Start Entity:     Memoirs of an Invisible Man
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Memoirs of an Invisible Man --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Path (Raw):       Memoirs of an Invisible Man --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Neg LogProb(↓):   0.017962
Path Entropy(↓):  0.101187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mami koyama starred together with who
Start Entity:     Mami Koyama
Gold Answer:      [['Mitsuo Iwata', 'Nozomu Sasaki']]
Predicted Ans:    Mami Koyama
Predicted Path:   Mami Koyama --[(INV) starred_actors]--> Akira --[starred_actors]--> Mami Koyama
Path (Raw):       Mami Koyama --[No Operation]--> Mami Koyama --[(INV) starred_actors]--> Akira --[starred_actors]--> Mami Koyama
Neg LogProb(↓):   0.000916
Path Entropy(↓):  0.007427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by a personal journey with martin scorsese through american movies actors
Start Entity:     A Personal Journey with Martin Scorsese Through American Movies
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   A Personal Journey with Martin Scorsese Through American Movies --[starred_actors]--> Martin Scorsese --[(INV) starred_actors]--> My Voyage to Italy --[in_language]--> Italian
Path (Raw):       A Personal Journey with Martin Scorsese Through American Movies --[starred_actors]--> Martin Scorsese --[(INV) starred_actors]--> My Voyage to Italy --[in_language]--> Italian
Neg LogProb(↓):   0.001011
Path Entropy(↓):  0.008575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie nickelodeon were released in which years
Start Entity:     Nickelodeon
Gold Answer:      [['1980', '1970', '2008', '1985', '1979', '1974', '1984', '1977', '1982', '1973', '1983', '1976', '1972', '1971', '1989', '1996', '1981', '2012', '1988', '1978', '2000', '1975', '1966', '2005', '1999', '1987', '1969']]
Predicted Ans:    1977
Predicted Path:   Nickelodeon --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[release_year]--> 1977
Path (Raw):       Nickelodeon --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[release_year]--> 1977
Neg LogProb(↓):   0.719886
Path Entropy(↓):  1.864245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by joko anwar were released in which years
Start Entity:     Joko Anwar
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Joko Anwar --[(INV) directed_by]--> The Forbidden Door --[release_year]--> 2009
Path (Raw):       Joko Anwar --[No Operation]--> Joko Anwar --[(INV) directed_by]--> The Forbidden Door --[release_year]--> 2009
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of i dream too much
Start Entity:     I Dream Too Much
Gold Answer:      [['The Return of Frank James', 'The Wrong Man', 'Firecreek', 'The Tin Star', 'Madigan', 'The Mad Miss Manton', 'Immortal Sergeant', 'There Was a Crooked Man...', 'Midway', "Spencer's Mountain", 'On Our Merry Way', 'The Cheyenne Social Club', 'Tentacles', 'On Golden Pond', 'My Darling Clementine', 'Once Upon a Time in the West', 'Drums Along the Mohawk', 'The Ox-Bow Incident', 'Fort Apache', 'Rings on Her Fingers', 'Sex and the Single Girl', 'The Grapes of Wrath', 'Warlock', 'A Big Hand for the Little Lady', 'How the West Was Won', 'Yours, Mine and Ours', 'Sometimes a Great Notion', 'Young Mr. Lincoln', 'The Boston Strangler', 'Rollercoaster', 'You Only Live Once', 'The Best Man', 'Chad Hanna', 'Battle of the Bulge', 'The Big Street', 'You Belong to Me', 'Mister Roberts', 'The Long Night', 'Jesse James', 'The Fugitive', 'Daisy Kenyon', 'War and Peace', 'Jezebel', 'The Lady Eve']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   I Dream Too Much --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       I Dream Too Much --[starred_actors]--> Henry Fonda --[No Operation]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   0.758277
Path Entropy(↓):  1.571296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie baaria
Start Entity:     Baarìa
Gold Answer:      [['Giuseppe Tornatore']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Baarìa --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> The Legend of 1900 --[written_by]--> Giuseppe Tornatore
Path (Raw):       Baarìa --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> The Legend of 1900 --[written_by]--> Giuseppe Tornatore
Neg LogProb(↓):   0.002288
Path Entropy(↓):  0.017140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed easy rider
Start Entity:     Easy Rider
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Easy Rider --[directed_by]--> Dennis Hopper --[(INV) directed_by]--> Out of the Blue --[has_genre]--> Drama
Path (Raw):       Easy Rider --[directed_by]--> Dennis Hopper --[(INV) directed_by]--> Out of the Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.973942
Path Entropy(↓):  1.786673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by oyanka cabezas release
Start Entity:     Oyanka Cabezas
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Oyanka Cabezas --[(INV) starred_actors]--> Carla's Song --[release_year]--> 1996
Path (Raw):       Oyanka Cabezas --[No Operation]--> Oyanka Cabezas --[(INV) starred_actors]--> Carla's Song --[release_year]--> 1996
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film dial m for murder
Start Entity:     Dial M for Murder
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Dial M for Murder --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Dial M for Murder --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.920559
Path Entropy(↓):  3.675731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film old yeller
Start Entity:     Old Yeller
Gold Answer:      [['Robert Stevenson']]
Predicted Ans:    Robert Stevenson
Predicted Path:   Old Yeller --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Bedknobs and Broomsticks --[directed_by]--> Robert Stevenson
Path (Raw):       Old Yeller --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Bedknobs and Broomsticks --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   0.470975
Path Entropy(↓):  0.993964
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with anthony quinn
Start Entity:     Anthony Quinn
Gold Answer:      [['Cecil B. DeMille']]
Predicted Ans:    Anthony Quinn
Predicted Path:   Anthony Quinn --[(INV) directed_by]--> The Buccaneer --[directed_by]--> Anthony Quinn
Path (Raw):       Anthony Quinn --[No Operation]--> Anthony Quinn --[(INV) directed_by]--> The Buccaneer --[directed_by]--> Anthony Quinn
Neg LogProb(↓):   0.640078
Path Entropy(↓):  1.326243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by richard cromwell were released in which years
Start Entity:     Richard Cromwell
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Richard Cromwell --[(INV) starred_actors]--> The Lives of a Bengal Lancer --[release_year]--> 1935
Path (Raw):       Richard Cromwell --[No Operation]--> Richard Cromwell --[(INV) starred_actors]--> The Lives of a Bengal Lancer --[release_year]--> 1935
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the merchant of four seasons
Start Entity:     The Merchant of Four Seasons
Gold Answer:      [['1976', '1970', '1978', '1975', '1971', '1972', '1982', '1973', '1961', '1979', '1981', '1969', '1974']]
Predicted Ans:    1981
Predicted Path:   The Merchant of Four Seasons --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lili Marleen --[release_year]--> 1981
Path (Raw):       The Merchant of Four Seasons --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lili Marleen --[release_year]--> 1981
Neg LogProb(↓):   1.524845
Path Entropy(↓):  2.273924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of nightwatching
Start Entity:     Nightwatching
Gold Answer:      [['John Gielgud', 'Vivian Wu', 'Julia Ormond', 'Brian Dennehy', 'Ralph Fiennes', 'Philip Stone', 'Chloe Webb']]
Predicted Ans:    Ralph Fiennes
Predicted Path:   Nightwatching --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Baby of Mâcon --[starred_actors]--> Ralph Fiennes
Path (Raw):       Nightwatching --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Baby of Mâcon --[starred_actors]--> Ralph Fiennes
Neg LogProb(↓):   0.565612
Path Entropy(↓):  1.431294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by alex o'loughlin
Start Entity:     Alex O'Loughlin
Gold Answer:      [['Anna Reeves']]
Predicted Ans:    Anna Reeves
Predicted Path:   Alex O'Loughlin --[(INV) starred_actors]--> Oyster Farmer --[written_by]--> Anna Reeves
Path (Raw):       Alex O'Loughlin --[No Operation]--> Alex O'Loughlin --[(INV) starred_actors]--> Oyster Farmer --[written_by]--> Anna Reeves
Neg LogProb(↓):   0.001211
Path Entropy(↓):  0.010178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film irma vep
Start Entity:     Irma Vep
Gold Answer:      [['Olivier Assayas', 'Alex Law', 'Paul Theroux', 'Wayne Wang']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Irma Vep --[starred_actors]--> Maggie Cheung --[(INV) starred_actors]--> Irma Vep --[written_by]--> Olivier Assayas
Path (Raw):       Irma Vep --[starred_actors]--> Maggie Cheung --[(INV) starred_actors]--> Irma Vep --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.009317
Path Entropy(↓):  0.062346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote attack of the 50 foot woman
Start Entity:     Attack of the 50 Foot Woman
Gold Answer:      [['Arthur Roberts', 'Traci Lords', 'Ace Mask', 'Lenny Juliano']]
Predicted Ans:    Traci Lords
Predicted Path:   Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth --[starred_actors]--> Traci Lords
Path (Raw):       Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth --[starred_actors]--> Traci Lords
Neg LogProb(↓):   0.087607
Path Entropy(↓):  0.372871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by cake actors release
Start Entity:     Cake
Gold Answer:      [['2008', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1991', '1999']]
Predicted Ans:    2005
Predicted Path:   Cake --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Path (Raw):       Cake --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Neg LogProb(↓):   0.858311
Path Entropy(↓):  2.104044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film something for everyone
Start Entity:     Something for Everyone
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Something for Everyone --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Something for Everyone --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.603167
Path Entropy(↓):  4.542359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie madea's witness protection were released in which years
Start Entity:     Madea's Witness Protection
Gold Answer:      [['2009', '2008', '2005', '2010', '2006', '2014', '2011', '2007']]
Predicted Ans:    2009
Predicted Path:   Madea's Witness Protection --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[release_year]--> 2009
Path (Raw):       Madea's Witness Protection --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[release_year]--> 2009
Neg LogProb(↓):   1.306597
Path Entropy(↓):  2.458282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of birth
Start Entity:     Birth
Gold Answer:      [['Claire Rushbrook', 'Samantha Morton', 'Scarlett Johansson']]
Predicted Ans:    Samantha Morton
Predicted Path:   Birth --[written_by]--> Jonathan Glazer --[(INV) written_by]--> Under the Skin --[starred_actors]--> Samantha Morton
Path (Raw):       Birth --[written_by]--> Jonathan Glazer --[(INV) written_by]--> Under the Skin --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.612558
Path Entropy(↓):  1.154046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie burglar are directed by who
Start Entity:     Burglar
Gold Answer:      [['Jerry Zucker', 'Clive Donner', 'Richard Benjamin', 'Emile Ardolino', 'Penny Marshall', 'Rip Torn', 'Bobcat Goldthwait', 'Steve Rash', 'Herbert Ross', 'Tom Holland', 'Steven Spielberg', 'Robert Zemeckis', 'Richard Pearce', 'Ulu Grosbard', 'Kevin Rodney Sullivan', 'Tim Burton', 'Norman Jewison', 'Norman Z. McLeod', 'Rob Reiner']]
Predicted Ans:    Norman Z. McLeod
Predicted Path:   Burglar --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Norman Z. McLeod
Path (Raw):       Burglar --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Norman Z. McLeod
Neg LogProb(↓):   0.603567
Path Entropy(↓):  0.703340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by gia carides
Start Entity:     Gia Carides
Gold Answer:      [['Turkish']]
Predicted Ans:    Turkish
Predicted Path:   Gia Carides --[(INV) starred_actors]--> Bliss --[in_language]--> Turkish
Path (Raw):       Gia Carides --[No Operation]--> Gia Carides --[(INV) starred_actors]--> Bliss --[in_language]--> Turkish
Neg LogProb(↓):   0.031398
Path Entropy(↓):  0.137894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was scott sommer the writer of
Start Entity:     Scott Sommer
Gold Answer:      [['CrissCross']]
Predicted Ans:    CrissCross
Predicted Path:   Scott Sommer --[(INV) written_by]--> CrissCross --[written_by]--> Scott Sommer --[(INV) written_by]--> CrissCross
Path (Raw):       Scott Sommer --[(INV) written_by]--> CrissCross --[written_by]--> Scott Sommer --[(INV) written_by]--> CrissCross
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by stephen hunter
Start Entity:     Stephen Hunter
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Stephen Hunter --[(INV) starred_actors]--> Bullies --[has_genre]--> Drama
Path (Raw):       Stephen Hunter --[No Operation]--> Stephen Hunter --[(INV) starred_actors]--> Bullies --[has_genre]--> Drama
Neg LogProb(↓):   0.003781
Path Entropy(↓):  0.024874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of g. i. jane
Start Entity:     G.I. Jane
Gold Answer:      [['Legend', 'Alien', 'Prometheus', 'Hannibal', 'Black Hawk Down', 'Someone to Watch Over Me', 'Kingdom of Heaven', 'Body of Lies', 'Matchstick Men', 'The Counselor', 'A Good Year', 'Gladiator', 'White Squall', 'Blade Runner', 'American Gangster', 'Black Rain', 'Robin Hood', 'The Duellists']]
Predicted Ans:    The Counselor
Predicted Path:   G.I. Jane --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor
Path (Raw):       G.I. Jane --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor --[No Operation]--> The Counselor
Neg LogProb(↓):   0.883353
Path Entropy(↓):  1.653940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote late autumn
Start Entity:     Late Autumn
Gold Answer:      [['Ton Satomi']]
Predicted Ans:    Ton Satomi
Predicted Path:   Late Autumn --[written_by]--> Ton Satomi --[(INV) written_by]--> Late Autumn --[written_by]--> Ton Satomi
Path (Raw):       Late Autumn --[written_by]--> Ton Satomi --[(INV) written_by]--> Late Autumn --[written_by]--> Ton Satomi
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer william w. norton
Start Entity:     William W. Norton
Gold Answer:      [['Burt Reynolds', 'Jennifer Billingsley', 'Ned Beatty', 'Bo Hopkins']]
Predicted Ans:    Ned Beatty
Predicted Path:   William W. Norton --[(INV) written_by]--> White Lightning --[starred_actors]--> Ned Beatty
Path (Raw):       William W. Norton --[No Operation]--> William W. Norton --[(INV) written_by]--> White Lightning --[starred_actors]--> Ned Beatty
Neg LogProb(↓):   0.509922
Path Entropy(↓):  0.680623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by sooraj r. barjatya
Start Entity:     Sooraj R. Barjatya
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sooraj R. Barjatya --[(INV) written_by]--> Main Prem Ki Diwani Hoon --[has_genre]--> Drama
Path (Raw):       Sooraj R. Barjatya --[No Operation]--> Sooraj R. Barjatya --[(INV) written_by]--> Main Prem Ki Diwani Hoon --[has_genre]--> Drama
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie la otra familia starred who
Start Entity:     La otra familia
Gold Answer:      [['Luis Roberto Guzmán', 'Ana Serradilla', 'Bruno Loza', 'Jorge Salinas']]
Predicted Ans:    Ana Serradilla
Predicted Path:   La otra familia --[starred_actors]--> Ana Serradilla --[(INV) starred_actors]--> La otra familia --[starred_actors]--> Ana Serradilla
Path (Raw):       La otra familia --[starred_actors]--> Ana Serradilla --[(INV) starred_actors]--> La otra familia --[starred_actors]--> Ana Serradilla
Neg LogProb(↓):   0.071621
Path Entropy(↓):  0.305737
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by len wein
Start Entity:     Len Wein
Gold Answer:      [['Louis Jourdan', 'Adrienne Barbeau', 'Ray Wise']]
Predicted Ans:    Louis Jourdan
Predicted Path:   Len Wein --[(INV) written_by]--> Swamp Thing --[starred_actors]--> Louis Jourdan
Path (Raw):       Len Wein --[No Operation]--> Len Wein --[(INV) written_by]--> Swamp Thing --[starred_actors]--> Louis Jourdan
Neg LogProb(↓):   0.386886
Path Entropy(↓):  0.636848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did piolo pascual star in
Start Entity:     Piolo Pascual
Gold Answer:      [['On the Job']]
Predicted Ans:    On the Job
Predicted Path:   Piolo Pascual --[(INV) starred_actors]--> On the Job --[starred_actors]--> Piolo Pascual --[(INV) starred_actors]--> On the Job
Path (Raw):       Piolo Pascual --[(INV) starred_actors]--> On the Job --[starred_actors]--> Piolo Pascual --[(INV) starred_actors]--> On the Job
Neg LogProb(↓):   0.474928
Path Entropy(↓):  0.877713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film legal eagles
Start Entity:     Legal Eagles
Gold Answer:      [['1998', '1988', '1997', '2001', '1990', '1989', '1993', '2006', '2014', '1994', '1979', '1981', '2011', '1984']]
Predicted Ans:    1994
Predicted Path:   Legal Eagles --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[release_year]--> 1994
Path (Raw):       Legal Eagles --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[release_year]--> 1994
Neg LogProb(↓):   1.076149
Path Entropy(↓):  1.957049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the day the earth caught fire
Start Entity:     The Day the Earth Caught Fire
Gold Answer:      [['Val Guest', 'Nathan Juran', 'Ken Annakin', 'Robert Stevenson']]
Predicted Ans:    Robert Stevenson
Predicted Path:   The Day the Earth Caught Fire --[starred_actors]--> Janet Munro --[(INV) starred_actors]--> Darby O'Gill and the Little People --[directed_by]--> Robert Stevenson
Path (Raw):       The Day the Earth Caught Fire --[starred_actors]--> Janet Munro --[(INV) starred_actors]--> Darby O'Gill and the Little People --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   0.547177
Path Entropy(↓):  1.152581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the witches are directed by who
Start Entity:     The Witches
Gold Answer:      [['Norman Z. McLeod', 'Ronald Neame', 'Marc Allégret', 'Edmund Goulding', 'Anjelica Huston', 'Fritz Lang', 'Stephen Frears', 'Peter Hyams', 'Clint Eastwood', 'Steve Bendelack', 'Paul McGuigan', 'Franco Zeffirelli', 'John Huston', 'Irwin Allen', 'Cary Fukunaga', 'Peter Howitt', 'Wes Anderson', 'David Lean', 'Richard Thorpe', 'Sean Penn', 'Norman Panama', 'John V. Soto', 'Roman Polanski', 'Stewart Raffill', 'Billy Wilder', 'Mel Smith', 'Nicholas Ray', 'Jack Gold', 'Barry Sonnenfeld', 'Anatole Litvak', 'Robert Rossen', 'Max Ophüls', 'Francis Ford Coppola', 'Martha Coolidge', 'Douglas Camfield', 'Mitchell Leisen', 'Mira Nair', 'Alfred Hitchcock', 'Lowell Sherman', 'Delbert Mann', 'Melvin Frank', 'Oliver Parker', 'George Stevens', 'Ida Lupino', 'Katja von Garnier', 'Robert Stevenson']]
Predicted Ans:    Stephen Frears
Predicted Path:   The Witches --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Grifters --[directed_by]--> Stephen Frears
Path (Raw):       The Witches --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Grifters --[directed_by]--> Stephen Frears
Neg LogProb(↓):   1.081205
Path Entropy(↓):  1.263675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie feeling minnesota
Start Entity:     Feeling Minnesota
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Feeling Minnesota --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Feeling Minnesota --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.964676
Path Entropy(↓):  4.410806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by the whole ten yards writers release
Start Entity:     The Whole Ten Yards
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Whole Ten Yards --[written_by]--> Mitchell Kapner --[(INV) written_by]--> Oz the Great and Powerful --[release_year]--> 2013
Path (Raw):       The Whole Ten Yards --[written_by]--> Mitchell Kapner --[(INV) written_by]--> Oz the Great and Powerful --[release_year]--> 2013
Neg LogProb(↓):   0.233822
Path Entropy(↓):  0.511958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the lords of dogtown director
Start Entity:     Lords of Dogtown
Gold Answer:      [['Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Lords of Dogtown --[directed_by]--> Catherine Hardwicke --[(INV) directed_by]--> Thirteen --[has_genre]--> Drama
Path (Raw):       Lords of Dogtown --[directed_by]--> Catherine Hardwicke --[(INV) directed_by]--> Thirteen --[has_genre]--> Drama
Neg LogProb(↓):   0.156063
Path Entropy(↓):  0.418286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
George stover appears in which movies
Start Entity:     George Stover
Gold Answer:      [['The Galaxy Invader']]
Predicted Ans:    The Galaxy Invader
Predicted Path:   George Stover --[(INV) starred_actors]--> The Galaxy Invader --[starred_actors]--> Richard Ruxton --[(INV) starred_actors]--> The Galaxy Invader
Path (Raw):       George Stover --[(INV) starred_actors]--> The Galaxy Invader --[starred_actors]--> Richard Ruxton --[(INV) starred_actors]--> The Galaxy Invader
Neg LogProb(↓):   0.001750
Path Entropy(↓):  0.012851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by albert finney
Start Entity:     Albert Finney
Gold Answer:      [['Alan Sillitoe', 'Carol Sobieski', 'Michael Wadleigh', 'Whitley Strieber', 'Michael Crichton', 'Thomas Meehan', 'Frederic Raphael', 'Shane Connaughton', 'Daniel Wallace', 'Harold Gray', 'Kelly Masterson', 'Charles Dickens', 'Peter Mayle', 'Terence Rattigan', 'Guy Gallo', 'Malcolm Lowry', 'Ronald Harwood', 'Agatha Christie', 'John August', 'Leslie Bricusse', 'Josephine Humphreys', 'Neville Smith', 'Will Gluck', 'Bo Goldman']]
Predicted Ans:    Peter Mayle
Predicted Path:   Albert Finney --[(INV) starred_actors]--> A Good Year --[written_by]--> Peter Mayle
Path (Raw):       Albert Finney --[No Operation]--> Albert Finney --[(INV) starred_actors]--> A Good Year --[written_by]--> Peter Mayle
Neg LogProb(↓):   0.460863
Path Entropy(↓):  1.313182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie they won't believe me were released in which years
Start Entity:     They Won't Believe Me
Gold Answer:      [['1954', '1944', '1936', '1967', '1935', '1979', '1941', '1957', '1951', '1953', '1947', '1956', '1948', '1942', '1940', '1938', '1961', '1955', '2011', '1962', '1964', '1949', '1950', '1952', '1945', '1937', '1958']]
Predicted Ans:    1967
Predicted Path:   They Won't Believe Me --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Path (Raw):       They Won't Believe Me --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Neg LogProb(↓):   0.772740
Path Entropy(↓):  1.325859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the other side of the mountain
Start Entity:     The Other Side of the Mountain
Gold Answer:      [['Martin Balsam', 'Ali MacGraw', 'John Cassavetes', 'Richard Benjamin', 'Janet Eilber', 'Rick Springfield', 'Patti Hansen', 'Beau Bridges', 'Charlton Heston', 'Bernie Hamilton', 'Dale Midkiff', 'Susan Walters', 'Barbara Barrie', 'Walter Matthau']]
Predicted Ans:    Dale Midkiff
Predicted Path:   The Other Side of the Mountain --[directed_by]--> Larry Peerce --[(INV) directed_by]--> Elvis and Me --[starred_actors]--> Dale Midkiff
Path (Raw):       The Other Side of the Mountain --[directed_by]--> Larry Peerce --[(INV) directed_by]--> Elvis and Me --[starred_actors]--> Dale Midkiff
Neg LogProb(↓):   0.043534
Path Entropy(↓):  0.230124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film prometheus
Start Entity:     Prometheus
Gold Answer:      [['Pål Sletaune', 'Paul Haggis', 'Jimmy Hayward', 'Patty Jenkins', 'Bob Rafelson', 'Ron Underwood', 'James Watkins', 'James Gray', 'Pernilla August', 'Robert Redford', 'Raoul Peck', 'Ingmar Bergman', 'Michaël R. Roskam', 'Seth MacFarlane', 'Peter Collinson', 'Neil Marshall', 'Ridley Scott', 'Peter Berg', 'Rand Ravich', 'Joel Schumacher', 'David Bowers', 'Sam Miller', 'David Cronenberg', 'Niels Arden Oplev', 'Jason Reitman', 'Luis Mandoki', 'Steve Shill', 'Guillermo del Toro', 'Rupert Sanders', 'Stephen Hopkins', 'Paul Crowder', 'Tyler Perry', 'David Fincher', 'F. Gary Gray', 'Ernest B. Schoedsack', 'Karyn Kusama', 'Steve McQueen', 'Brian De Palma', 'Guillermo Arriaga']]
Predicted Ans:    Pernilla August
Predicted Path:   Prometheus --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> Beyond --[directed_by]--> Pernilla August
Path (Raw):       Prometheus --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> Beyond --[directed_by]--> Pernilla August
Neg LogProb(↓):   0.517863
Path Entropy(↓):  0.817364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by maximum conviction actors release
Start Entity:     Maximum Conviction
Gold Answer:      [['2008', '2003', '1992', '2006', '2007', '1998', '2009', '1957', '2010', '2004', '1994', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991']]
Predicted Ans:    2006
Predicted Path:   Maximum Conviction --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Path (Raw):       Maximum Conviction --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Neg LogProb(↓):   0.885089
Path Entropy(↓):  1.769151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
How she move, when was it released
Start Entity:     How She Move
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   How She Move --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       How She Move --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.754620
Path Entropy(↓):  4.443740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of marci x
Start Entity:     Marci X
Gold Answer:      [['Racing with the Moon', 'Mermaids', 'The Shrink Is In', 'My Stepmother Is an Alien', 'The Pentagon Wars', 'Downtown', 'Milk Money', 'Made in America', 'Little Nikita', 'City Heat', 'My Favorite Year', 'The Money Pit']]
Predicted Ans:    Mermaids
Predicted Path:   Marci X --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids
Path (Raw):       Marci X --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids --[No Operation]--> Mermaids
Neg LogProb(↓):   0.105487
Path Entropy(↓):  0.444543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with david hasselhoff
Start Entity:     David Hasselhoff
Gold Answer:      [['Christopher Plummer', 'Caroline Munro', 'Marjoe Gortner']]
Predicted Ans:    Christopher Plummer
Predicted Path:   David Hasselhoff --[(INV) starred_actors]--> Starcrash --[starred_actors]--> Christopher Plummer
Path (Raw):       David Hasselhoff --[No Operation]--> David Hasselhoff --[(INV) starred_actors]--> Starcrash --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.018504
Path Entropy(↓):  0.103381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie life or something like it
Start Entity:     Life or Something Like It
Gold Answer:      [['Jay McInerney', 'Tony Cinciripini', 'Linda Woolverton', 'Mark Millar', 'Eric Roth', 'Michael Pye', 'Kurt Wimmer', 'Derek Haas', 'Michael Brandt', 'Florian Henckel von Donnersmarck', 'James Mangold', 'Mariane Pearl', 'Jeffery Deaver', 'Chris Morgan', 'Susanna Kaysen', 'Cornell Woolrich', 'J. Michael Straczynski', 'Michael Cristofer']]
Predicted Ans:    Tony Cinciripini
Predicted Path:   Life or Something Like It --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Hell's Kitchen --[written_by]--> Tony Cinciripini
Path (Raw):       Life or Something Like It --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Hell's Kitchen --[written_by]--> Tony Cinciripini
Neg LogProb(↓):   0.651012
Path Entropy(↓):  1.004918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by cesare zavattini were directed by who
Start Entity:     Cesare Zavattini
Gold Answer:      [['Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Vittorio De Sica', 'Alfonso Arau', 'Tahmineh Milani']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   Cesare Zavattini --[(INV) written_by]--> Miracle in Milan --[directed_by]--> Vittorio De Sica
Path (Raw):       Cesare Zavattini --[No Operation]--> Cesare Zavattini --[(INV) written_by]--> Miracle in Milan --[directed_by]--> Vittorio De Sica
Neg LogProb(↓):   0.415524
Path Entropy(↓):  1.043846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by stephanie soechtig
Start Entity:     Stephanie Soechtig
Gold Answer:      [['Jason Lindsey']]
Predicted Ans:    Jason Lindsey
Predicted Path:   Stephanie Soechtig --[(INV) directed_by]--> Tapped --[directed_by]--> Jason Lindsey
Path (Raw):       Stephanie Soechtig --[No Operation]--> Stephanie Soechtig --[(INV) directed_by]--> Tapped --[directed_by]--> Jason Lindsey
Neg LogProb(↓):   0.149567
Path Entropy(↓):  0.446091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by david bloom
Start Entity:     David Bloom
Gold Answer:      [['Sian Breckin', 'Tom Burke', 'Nichola Burley']]
Predicted Ans:    Tom Burke
Predicted Path:   David Bloom --[(INV) written_by]--> Donkey Punch --[starred_actors]--> Tom Burke
Path (Raw):       David Bloom --[No Operation]--> David Bloom --[(INV) written_by]--> Donkey Punch --[starred_actors]--> Tom Burke
Neg LogProb(↓):   0.007111
Path Entropy(↓):  0.044646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by sean keller
Start Entity:     Sean Keller
Gold Answer:      [['Drama', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Sean Keller --[(INV) written_by]--> Rage --[has_genre]--> Drama
Path (Raw):       Sean Keller --[No Operation]--> Sean Keller --[(INV) written_by]--> Rage --[has_genre]--> Drama
Neg LogProb(↓):   0.204778
Path Entropy(↓):  0.578202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed i shot jesse james
Start Entity:     I Shot Jesse James
Gold Answer:      [['Drama', 'War', 'Western']]
Predicted Ans:    War
Predicted Path:   I Shot Jesse James --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       I Shot Jesse James --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   0.133300
Path Entropy(↓):  0.523468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of vir das
Start Entity:     Vir Das
Gold Answer:      [['Imran Khan', 'Shenaz Treasury', 'Kunaal Roy Kapur']]
Predicted Ans:    Shenaz Treasury
Predicted Path:   Vir Das --[(INV) starred_actors]--> Delhi Belly --[starred_actors]--> Shenaz Treasury
Path (Raw):       Vir Das --[No Operation]--> Vir Das --[(INV) starred_actors]--> Delhi Belly --[starred_actors]--> Shenaz Treasury
Neg LogProb(↓):   0.154108
Path Entropy(↓):  0.414539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of lance daly directed movies
Start Entity:     Lance Daly
Gold Answer:      [['2008', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Lance Daly --[(INV) directed_by]--> Life's a Breeze --[release_year]--> 2013
Path (Raw):       Lance Daly --[No Operation]--> Lance Daly --[(INV) directed_by]--> Life's a Breeze --[release_year]--> 2013
Neg LogProb(↓):   0.243660
Path Entropy(↓):  0.674764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of images
Start Entity:     Images
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Images --[release_year]--> 1972 --[(INV) release_year]--> Savage Messiah --[release_year]--> 1972
Path (Raw):       Images --[release_year]--> 1972 --[(INV) release_year]--> Savage Messiah --[release_year]--> 1972
Neg LogProb(↓):   2.339283
Path Entropy(↓):  3.542372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film hopscotch
Start Entity:     Hopscotch
Gold Answer:      [['1970', '1964', '1966', '1972', '1960', '2012', '1979', '1981', '1969', '1974', '1958', '1956']]
Predicted Ans:    2012
Predicted Path:   Hopscotch --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Gambit --[release_year]--> 2012
Path (Raw):       Hopscotch --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Gambit --[release_year]--> 2012
Neg LogProb(↓):   0.733656
Path Entropy(↓):  1.690685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by man in the chair actors
Start Entity:     Man in the Chair
Gold Answer:      [['Richard Attenborough', 'Robert Wise', 'Edward Dmytryk', 'Stephen Herek', 'Michael Mann', 'Paul Fierlinger', 'John Huston', 'Sandra Fierlinger', 'Jared Hess', 'Klaus Kinski', 'Spike Lee', 'Richard Fleischer', 'Luigi Cozzi', 'David Greene', 'Michael Anderson', 'Gerd Oswald', 'Michael Hoffman', 'Jerry London', 'Blake Edwards', 'Ron Howard', 'Max Winkler', 'Dick Powell', 'Lewis Milestone', 'Charles Jarrott', 'Ken Annakin', 'Frédéric Back', 'Michael Mazo', 'Budd Schulberg', 'Nicholas Ray', 'James Dearden', 'Jack Gold', 'Craig Zisk', 'Dan Curtis', 'Terence Young', 'Terry Gilliam', 'Patrick Lussier', 'Kjell Sundvall', 'Shane Acker', 'Augusto Caminito', 'Atom Egoyan', 'Simon West', 'Robert Mulligan', 'Mike Mitchell', 'Peter Yates', 'Daryl Duke', 'Alejandro Agresti', 'Terrence Malick', 'Jeannot Szwarc', 'Stephen Gaghan']]
Predicted Ans:    Spike Lee
Predicted Path:   Man in the Chair --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       Man in the Chair --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   1.218559
Path Entropy(↓):  1.896049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by john cromwell
Start Entity:     john cromwell
Gold Answer:      [['Abe Lincoln in Illinois', 'Dead Reckoning', 'Anna and the King of Siam', 'Caged', 'Of Human Bondage', 'The Prisoner of Zenda', 'Since You Went Away']]
Predicted Ans:    Of Human Bondage
Predicted Path:   john cromwell --[(INV) has_tags]--> Of Human Bondage --[has_tags]--> john cromwell --[(INV) has_tags]--> Of Human Bondage
Path (Raw):       john cromwell --[(INV) has_tags]--> Of Human Bondage --[has_tags]--> john cromwell --[(INV) has_tags]--> Of Human Bondage
Neg LogProb(↓):   0.012658
Path Entropy(↓):  0.087084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the jack the bear director release
Start Entity:     Jack the Bear
Gold Answer:      [['1998']]
Predicted Ans:    1993
Predicted Path:   Jack the Bear --[directed_by]--> Marshall Herskovitz --[(INV) directed_by]--> Jack the Bear --[release_year]--> 1993
Path (Raw):       Jack the Bear --[directed_by]--> Marshall Herskovitz --[(INV) directed_by]--> Jack the Bear --[release_year]--> 1993
Neg LogProb(↓):   0.586122
Path Entropy(↓):  0.686759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie the inheritance
Start Entity:     The Inheritance
Gold Answer:      [['John Carpenter', 'Matthijs van Heijningen Jr.', 'Christoffer Boe', 'Jim Sheridan', 'Anders Thomas Jensen', 'Susanne Bier']]
Predicted Ans:    Anders Thomas Jensen
Predicted Path:   The Inheritance --[starred_actors]--> Ulrich Thomsen --[(INV) starred_actors]--> Adam's Apples --[directed_by]--> Anders Thomas Jensen
Path (Raw):       The Inheritance --[starred_actors]--> Ulrich Thomsen --[(INV) starred_actors]--> Adam's Apples --[directed_by]--> Anders Thomas Jensen
Neg LogProb(↓):   0.008840
Path Entropy(↓):  0.059858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie the wedding director
Start Entity:     The Wedding Director
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Wedding Director --[in_language]--> Italian --[(INV) in_language]--> Eaten Alive! --[in_language]--> Italian
Path (Raw):       The Wedding Director --[in_language]--> Italian --[(INV) in_language]--> Eaten Alive! --[in_language]--> Italian
Neg LogProb(↓):   1.833847
Path Entropy(↓):  3.053966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the pearl harbor director
Start Entity:     Pearl Harbor
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Pearl Harbor --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[has_genre]--> Drama
Path (Raw):       Pearl Harbor --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[has_genre]--> Drama
Neg LogProb(↓):   0.184120
Path Entropy(↓):  0.708988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie capturing mary were in which genres
Start Entity:     Capturing Mary
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Capturing Mary --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Joe's Palace --[has_genre]--> Drama
Path (Raw):       Capturing Mary --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Joe's Palace --[has_genre]--> Drama
Neg LogProb(↓):   0.610559
Path Entropy(↓):  0.751491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of two drifters is also the director of which films
Start Entity:     Two Drifters
Gold Answer:      [['O Fantasma']]
Predicted Ans:    Two Drifters
Predicted Path:   Two Drifters --[directed_by]--> João Pedro Rodrigues --[(INV) directed_by]--> Two Drifters
Path (Raw):       Two Drifters --[directed_by]--> João Pedro Rodrigues --[(INV) directed_by]--> Two Drifters --[No Operation]--> Two Drifters
Neg LogProb(↓):   0.102184
Path Entropy(↓):  0.319479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the creator of the film script for bloody birthday
Start Entity:     Bloody Birthday
Gold Answer:      [['Ed Hunt']]
Predicted Ans:    Ed Hunt
Predicted Path:   Bloody Birthday --[written_by]--> Ed Hunt --[(INV) written_by]--> Bloody Birthday --[written_by]--> Ed Hunt
Path (Raw):       Bloody Birthday --[written_by]--> Ed Hunt --[(INV) written_by]--> Bloody Birthday --[written_by]--> Ed Hunt
Neg LogProb(↓):   0.067035
Path Entropy(↓):  0.240076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by irene worth
Start Entity:     Irene Worth
Gold Answer:      [['Neil Simon']]
Predicted Ans:    Neil Simon
Predicted Path:   Irene Worth --[(INV) starred_actors]--> Lost in Yonkers --[written_by]--> Neil Simon
Path (Raw):       Irene Worth --[No Operation]--> Irene Worth --[(INV) starred_actors]--> Lost in Yonkers --[written_by]--> Neil Simon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie no small affair
Start Entity:     No Small Affair
Gold Answer:      [['Demi Moore', 'Jon Cryer']]
Predicted Ans:    Jon Cryer
Predicted Path:   No Small Affair --[starred_actors]--> Jon Cryer --[(INV) starred_actors]--> Morgan Stewart's Coming Home --[starred_actors]--> Jon Cryer
Path (Raw):       No Small Affair --[starred_actors]--> Jon Cryer --[(INV) starred_actors]--> Morgan Stewart's Coming Home --[starred_actors]--> Jon Cryer
Neg LogProb(↓):   0.719841
Path Entropy(↓):  0.769411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of broken embraces
Start Entity:     Broken Embraces
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Broken Embraces --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Broken Embraces --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.156735
Path Entropy(↓):  4.737986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by potter
Start Entity:     potter
Gold Answer:      [['Harry Potter and the Goblet of Fire', 'Harry Potter and the Prisoner of Azkaban', 'Harry Potter and the Chamber of Secrets']]
Predicted Ans:    Harry Potter and the Prisoner of Azkaban
Predicted Path:   potter --[(INV) has_tags]--> Harry Potter and the Prisoner of Azkaban --[has_tags]--> potter --[(INV) has_tags]--> Harry Potter and the Prisoner of Azkaban
Path (Raw):       potter --[(INV) has_tags]--> Harry Potter and the Prisoner of Azkaban --[has_tags]--> potter --[(INV) has_tags]--> Harry Potter and the Prisoner of Azkaban
Neg LogProb(↓):   0.046856
Path Entropy(↓):  0.197783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the naked spur were in which languages
Start Entity:     The Naked Spur
Gold Answer:      [['Norwegian']]
Predicted Ans:    anthony mann
Predicted Path:   The Naked Spur --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_tags]--> anthony mann
Path (Raw):       The Naked Spur --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_tags]--> anthony mann
Neg LogProb(↓):   0.599878
Path Entropy(↓):  1.190419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movie cronos
Start Entity:     Cronos
Gold Answer:      [['Guillermo del Toro']]
Predicted Ans:    Guillermo del Toro
Predicted Path:   Cronos --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Pan's Labyrinth --[written_by]--> Guillermo del Toro
Path (Raw):       Cronos --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Pan's Labyrinth --[written_by]--> Guillermo del Toro
Neg LogProb(↓):   0.149154
Path Entropy(↓):  0.490922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film cockfighter
Start Entity:     Cockfighter
Gold Answer:      [['Steven Gaydos', 'Carole Eastman', 'Charles B. Griffith', 'Jack Nicholson']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Cockfighter --[directed_by]--> Monte Hellman --[(INV) directed_by]--> Ride in the Whirlwind --[written_by]--> Jack Nicholson
Path (Raw):       Cockfighter --[directed_by]--> Monte Hellman --[(INV) directed_by]--> Ride in the Whirlwind --[written_by]--> Jack Nicholson
Neg LogProb(↓):   0.260074
Path Entropy(↓):  0.696225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie lullaby
Start Entity:     Lullaby
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lullaby --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Lullaby --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.195067
Path Entropy(↓):  4.455544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by pavel lungin release
Start Entity:     Pavel Lungin
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Pavel Lungin --[(INV) directed_by]--> Taxi Blues --[release_year]--> 1990
Path (Raw):       Pavel Lungin --[No Operation]--> Pavel Lungin --[(INV) directed_by]--> Taxi Blues --[release_year]--> 1990
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of penthouse
Start Entity:     Penthouse
Gold Answer:      [['Desi Arnaz', 'Myrna Loy', 'Nelson Eddy', 'Steve Martin', 'Kieran Culkin', 'Lucille Ball', 'Diane Keaton', 'William Powell', 'Joseph Schildkraut', 'Joan Bennett', 'Don Taylor', 'Spencer Tracy', 'Elizabeth Taylor', 'Keenan Wynn', 'Marjorie Main', 'Shelley Winters', 'Jeanette MacDonald']]
Predicted Ans:    William Powell
Predicted Path:   Penthouse --[written_by]--> Albert Hackett --[(INV) written_by]--> The Thin Man --[starred_actors]--> William Powell
Path (Raw):       Penthouse --[written_by]--> Albert Hackett --[(INV) written_by]--> The Thin Man --[starred_actors]--> William Powell
Neg LogProb(↓):   0.844653
Path Entropy(↓):  1.890768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by elle fanning
Start Entity:     Elle Fanning
Gold Answer:      [['John August', 'Jake Paltrow', 'Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Elle Fanning --[(INV) starred_actors]--> Twixt --[written_by]--> Francis Ford Coppola
Path (Raw):       Elle Fanning --[No Operation]--> Elle Fanning --[(INV) starred_actors]--> Twixt --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie izo
Start Entity:     Izo
Gold Answer:      [['Kazuya Nakayama']]
Predicted Ans:    Kazuya Nakayama
Predicted Path:   Izo --[starred_actors]--> Kazuya Nakayama --[(INV) starred_actors]--> Izo --[starred_actors]--> Kazuya Nakayama
Path (Raw):       Izo --[starred_actors]--> Kazuya Nakayama --[(INV) starred_actors]--> Izo --[starred_actors]--> Kazuya Nakayama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie submarine
Start Entity:     Submarine
Gold Answer:      [['Larry Kramer', 'Myles Connolly', 'Grace Zaring Stone', 'Howard Lindsay', 'Russel Crouse', 'Joseph Kesselring', 'Jo Swerling', 'Harry Tugend', 'Clarence Budington Kelland', 'Lewis R. Foster', 'Milton Herbert Gropper', 'Sidney Buchman', 'Samuel Hopkins Adams', 'Arnold Schulman', 'Frank Capra', 'Richard Ayoade', 'Damon Runyon', 'Hal Kanter', 'John Meehan', 'Anthony Veiller', 'Robert Riskin', 'Moss Hart', "Liam O'Brien", 'George S. Kaufman', 'Michael Brandt', 'James Hilton', 'Julius J. Epstein', 'Philip G. Epstein', 'Philip Van Doren Stern']]
Predicted Ans:    Robert Riskin
Predicted Path:   Submarine --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[written_by]--> Robert Riskin
Path (Raw):       Submarine --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[written_by]--> Robert Riskin
Neg LogProb(↓):   1.207768
Path Entropy(↓):  2.511909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of charlize theron acted films
Start Entity:     Charlize Theron
Gold Answer:      [['Paul Haggis', 'Patty Jenkins', 'Ron Underwood', 'James Gray', 'Robert Redford', 'Seth MacFarlane', 'Peter Collinson', 'Ridley Scott', 'Peter Berg', 'Rand Ravich', 'David Bowers', 'Jason Reitman', 'Luis Mandoki', 'Rupert Sanders', 'Stephen Hopkins', 'F. Gary Gray', 'Ernest B. Schoedsack', 'Karyn Kusama', 'Guillermo Arriaga']]
Predicted Ans:    Peter Collinson
Predicted Path:   Charlize Theron --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Path (Raw):       Charlize Theron --[No Operation]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Neg LogProb(↓):   0.812481
Path Entropy(↓):  1.470625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by juan diego botto
Start Entity:     Juan Diego Botto
Gold Answer:      [['John Malkovich', 'Yannis Smaragdis']]
Predicted Ans:    John Malkovich
Predicted Path:   Juan Diego Botto --[(INV) starred_actors]--> The Dancer Upstairs --[directed_by]--> John Malkovich
Path (Raw):       Juan Diego Botto --[No Operation]--> Juan Diego Botto --[(INV) starred_actors]--> The Dancer Upstairs --[directed_by]--> John Malkovich
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with kitchen party in
Start Entity:     Kitchen Party
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    English
Predicted Path:   Kitchen Party --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> Underworld --[in_language]--> English
Path (Raw):       Kitchen Party --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> Underworld --[in_language]--> English
Neg LogProb(↓):   0.000762
Path Entropy(↓):  0.006608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie transcendence
Start Entity:     Transcendence
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Transcendence --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Path (Raw):       Transcendence --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Neg LogProb(↓):   2.957548
Path Entropy(↓):  4.220679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of street scene
Start Entity:     Street Scene
Gold Answer:      [['On Our Merry Way', 'Beyond the Forest', 'Wild Oranges', 'The Citadel', 'Bird of Paradise', 'Ruby Gentry', 'The Patsy', 'Duel in the Sun', 'The Champ', 'The Fountainhead', 'War and Peace', 'The Wedding Night', 'Stella Dallas', 'Comrade X', 'Our Daily Bread']]
Predicted Ans:    On Our Merry Way
Predicted Path:   Street Scene --[directed_by]--> King Vidor --[(INV) directed_by]--> On Our Merry Way
Path (Raw):       Street Scene --[No Operation]--> Street Scene --[directed_by]--> King Vidor --[(INV) directed_by]--> On Our Merry Way
Neg LogProb(↓):   0.194040
Path Entropy(↓):  0.647182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film no blade of grass
Start Entity:     No Blade of Grass
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   No Blade of Grass --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Path (Raw):       No Blade of Grass --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Neg LogProb(↓):   2.076863
Path Entropy(↓):  3.733766
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote angel heart
Start Entity:     Angel Heart
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Angel Heart --[written_by]--> Alan Parker --[(INV) written_by]--> Come See the Paradise --[has_genre]--> Drama
Path (Raw):       Angel Heart --[written_by]--> Alan Parker --[(INV) written_by]--> Come See the Paradise --[has_genre]--> Drama
Neg LogProb(↓):   0.036991
Path Entropy(↓):  0.180058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie ride along were released in which years
Start Entity:     Ride Along
Gold Answer:      [['1998', '2005', '2004', '2014', '2002', '2012']]
Predicted Ans:    2004
Predicted Path:   Ride Along --[directed_by]--> Tim Story --[(INV) directed_by]--> Taxi --[release_year]--> 2004
Path (Raw):       Ride Along --[directed_by]--> Tim Story --[(INV) directed_by]--> Taxi --[release_year]--> 2004
Neg LogProb(↓):   0.184394
Path Entropy(↓):  0.684596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by india ennenga release
Start Entity:     India Ennenga
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   India Ennenga --[(INV) starred_actors]--> Nobody Walks --[release_year]--> 2012
Path (Raw):       India Ennenga --[No Operation]--> India Ennenga --[(INV) starred_actors]--> Nobody Walks --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in thirty seconds over tokyo
Start Entity:     Thirty Seconds Over Tokyo
Gold Answer:      [['Sam Wood', 'Edward Dmytryk', 'Edward Buzzell', 'Richard Thorpe', 'Robert Pirosh', 'Henry Hathaway', 'Melville Shavelson', 'John Rich', 'Wesley Ruggles', 'Neil Jordan', 'Charles Walters', 'Leo McCarey', 'Vincente Minnelli', 'Victor Fleming', 'Arthur Dreifuss', 'Alfred Hitchcock', 'George Mendeluk', 'Norman Krasna', 'Richard Brooks', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    Mervyn LeRoy
Predicted Path:   Thirty Seconds Over Tokyo --[starred_actors]--> Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy
Path (Raw):       Thirty Seconds Over Tokyo --[starred_actors]--> Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy
Neg LogProb(↓):   0.156755
Path Entropy(↓):  0.648428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the screenwriter with grown ups
Start Entity:     Grown Ups
Gold Answer:      [['Going Overboard', 'Eight Crazy Nights', 'The Waterboy', "You Don't Mess with the Zohan", 'Happy Gilmore', 'Jack and Jill', 'Billy Madison', 'Little Nicky', 'Grown Ups 2', 'Big Daddy']]
Predicted Ans:    Big Daddy
Predicted Path:   Grown Ups --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy
Path (Raw):       Grown Ups --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[No Operation]--> Big Daddy
Neg LogProb(↓):   0.271643
Path Entropy(↓):  0.930751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie the waterboy
Start Entity:     The Waterboy
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Waterboy --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Waterboy --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.928656
Path Entropy(↓):  4.590311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of station west
Start Entity:     Station West
Gold Answer:      [['Fred Astaire', 'Madeleine Carroll', 'Robert Young', 'Tyrone Power', 'Nigel Bruce', 'Basil Rathbone', 'Sonja Henie', 'Bob Hope', 'Barbara Stanwyck', 'Matt Frewer', 'Robert Benchley', 'Greg Kinnear', 'Richard Greene', 'Peter Cushing', 'Christopher Lee', 'Wendy Barrie', 'Kenneth Welsh', 'Rita Hayworth', 'André Morell']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Station West --[directed_by]--> Sidney Lanfield --[(INV) directed_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Path (Raw):       Station West --[directed_by]--> Sidney Lanfield --[(INV) directed_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.527062
Path Entropy(↓):  1.126914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by omar hakim were directed by who
Start Entity:     Omar Hakim
Gold Answer:      [['Michael Apted']]
Predicted Ans:    Michael Apted
Predicted Path:   Omar Hakim --[(INV) starred_actors]--> Bring on the Night --[directed_by]--> Michael Apted
Path (Raw):       Omar Hakim --[No Operation]--> Omar Hakim --[(INV) starred_actors]--> Bring on the Night --[directed_by]--> Michael Apted
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of hostel
Start Entity:     Hostel
Gold Answer:      [['Eli Roth']]
Predicted Ans:    Eli Roth
Predicted Path:   Hostel --[directed_by]--> Eli Roth --[(INV) directed_by]--> Hostel --[directed_by]--> Eli Roth
Path (Raw):       Hostel --[directed_by]--> Eli Roth --[(INV) directed_by]--> Hostel --[directed_by]--> Eli Roth
Neg LogProb(↓):   0.000511
Path Entropy(↓):  0.004394
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote once
Start Entity:     Once
Gold Answer:      [['John Carney']]
Predicted Ans:    John Carney
Predicted Path:   Once --[written_by]--> John Carney --[(INV) written_by]--> Begin Again --[written_by]--> John Carney
Path (Raw):       Once --[written_by]--> John Carney --[(INV) written_by]--> Begin Again --[written_by]--> John Carney
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the trespasser
Start Entity:     The Trespasser
Gold Answer:      [['1995', '1973', '1914', '1926']]
Predicted Ans:    1973
Predicted Path:   The Trespasser --[starred_actors]--> Henry B. Walthall --[(INV) starred_actors]--> The Scarlet Letter --[release_year]--> 1973
Path (Raw):       The Trespasser --[starred_actors]--> Henry B. Walthall --[(INV) starred_actors]--> The Scarlet Letter --[release_year]--> 1973
Neg LogProb(↓):   0.503245
Path Entropy(↓):  1.030733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for illegal tender
Start Entity:     Illegal Tender
Gold Answer:      [['Franc. Reyes']]
Predicted Ans:    Franc. Reyes
Predicted Path:   Illegal Tender --[written_by]--> Franc. Reyes --[(INV) written_by]--> Illegal Tender --[written_by]--> Franc. Reyes
Path (Raw):       Illegal Tender --[written_by]--> Franc. Reyes --[(INV) written_by]--> Illegal Tender --[written_by]--> Franc. Reyes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie pecker
Start Entity:     Pecker
Gold Answer:      [['Nick Ormerod', 'Declan Donnellan', 'Patty Jenkins', 'Lesli Linka Glatter', 'Steve Buscemi', 'Scott Marshall', 'James Gray', 'Tony Kaye', 'Don Roos', 'Erik Skjoldbjærg', 'Tony Bill', 'Ken Annakin', 'Sally Potter', 'Martin Bell', 'Sarah Spillane', 'Jon Schroder', 'Morgan J. Freeman', 'Charles Matthau', 'Brian Gilbert', 'Vincent Gallo', 'Tim Burton', 'Craig Brewer', 'Bob Spiers', 'Anthony Abrams', 'Barbet Schroeder', 'Adam Larson Broder']]
Predicted Ans:    Martin Bell
Predicted Path:   Pecker --[starred_actors]--> Edward Furlong --[(INV) starred_actors]--> American Heart --[directed_by]--> Martin Bell
Path (Raw):       Pecker --[starred_actors]--> Edward Furlong --[(INV) starred_actors]--> American Heart --[directed_by]--> Martin Bell
Neg LogProb(↓):   0.155148
Path Entropy(↓):  0.631177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by allan moyle
Start Entity:     Allan Moyle
Gold Answer:      [['Pump Up the Volume', 'Times Square']]
Predicted Ans:    Times Square
Predicted Path:   Allan Moyle --[(INV) written_by]--> Times Square --[written_by]--> Allan Moyle --[(INV) written_by]--> Times Square
Path (Raw):       Allan Moyle --[(INV) written_by]--> Times Square --[written_by]--> Allan Moyle --[(INV) written_by]--> Times Square
Neg LogProb(↓):   0.335222
Path Entropy(↓):  0.833122
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in to the devil a daughter also appears in which movies
Start Entity:     To the Devil a Daughter
Gold Answer:      [['Nothing But the Night', "The Razor's Edge", 'The Bedford Incident', 'The Curse of Frankenstein', 'The Creeping Flesh', 'Scars of Dracula', 'The Man with the Golden Gun', 'Trading Places', 'Madigan', 'Halls of Montezuma', 'Alvarez Kelly', 'September', 'The Swarm', 'Pickup on South Street', 'The Satanic Rites of Dracula', 'Bad Timing', 'Road House', 'Fright', 'Treasure Island', 'The Oblong Box', 'Kiss of Death', 'Broken Lance', 'Indiana Jones and the Last Crusade', 'The Blood of Fu Manchu', 'The Cobweb', 'Destination Gobi', 'The Gorgon', 'The City of the Dead', 'The Brides of Fu Manchu', 'Night and the City', 'Dracula A.D. 1972', 'Scorchers', 'Circle of Iron', 'Maurice', 'Warlock', 'Hell and High Water', 'Dracula Has Risen from the Grave', 'Take the High Ground!', 'The Pirates of Blood River', 'Time Limit', "Don't Bother to Knock", 'Judgment at Nuremberg', 'Backlash', 'The Devil Rides Out', 'No Way Out', 'The Vengeance of Fu Manchu', 'Rollercoaster', 'Cheyenne Autumn', 'Two Rode Together', 'Down to the Sea in Ships', 'Count Dracula', 'The Long Ships', 'The Cruel Sea', 'The Alamo', 'The Wicker Man', 'Goldfinger', 'An Eye for an Eye', 'The House That Dripped Blood', 'The Man Who Could Cheat Death', 'Taste the Blood of Dracula', 'The Resident', 'The Hound of the Baskervilles', 'The Mummy', 'The Last Wagon', 'Return from Witch Mountain', 'Panic in the Streets', 'Horror Express', "Dr. Terror's House of Horrors"]]
Predicted Ans:    The Man with the Golden Gun
Predicted Path:   To the Devil a Daughter --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Man with the Golden Gun
Path (Raw):       To the Devil a Daughter --[starred_actors]--> Christopher Lee --[No Operation]--> Christopher Lee --[(INV) starred_actors]--> The Man with the Golden Gun
Neg LogProb(↓):   0.998617
Path Entropy(↓):  1.717249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by martin bergman
Start Entity:     Martin Bergman
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Martin Bergman --[(INV) written_by]--> Peter's Friends --[has_genre]--> Comedy
Path (Raw):       Martin Bergman --[No Operation]--> Martin Bergman --[(INV) written_by]--> Peter's Friends --[has_genre]--> Comedy
Neg LogProb(↓):   0.415696
Path Entropy(↓):  0.641114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by morris chestnut were released in which years
Start Entity:     Morris Chestnut
Gold Answer:      [['1964', '2001', '2005', '1999', '2002', '2013', '2007']]
Predicted Ans:    2001
Predicted Path:   Morris Chestnut --[(INV) starred_actors]--> Two Can Play That Game --[release_year]--> 2001
Path (Raw):       Morris Chestnut --[No Operation]--> Morris Chestnut --[(INV) starred_actors]--> Two Can Play That Game --[release_year]--> 2001
Neg LogProb(↓):   0.821854
Path Entropy(↓):  1.100706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the holy girl
Start Entity:     The Holy Girl
Gold Answer:      [['Graciela Borges', 'Martín Adjemián', 'María Onetto', 'Mercedes Morán']]
Predicted Ans:    Mercedes Morán
Predicted Path:   The Holy Girl --[written_by]--> Lucrecia Martel --[(INV) written_by]--> The Holy Girl --[starred_actors]--> Mercedes Morán
Path (Raw):       The Holy Girl --[written_by]--> Lucrecia Martel --[(INV) written_by]--> The Holy Girl --[starred_actors]--> Mercedes Morán
Neg LogProb(↓):   0.001287
Path Entropy(↓):  0.011170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by anders nilsson were released in which years
Start Entity:     Anders Nilsson
Gold Answer:      [['2001', '2003', '1999']]
Predicted Ans:    2003
Predicted Path:   Anders Nilsson --[(INV) written_by]--> The Third Wave --[release_year]--> 2003
Path (Raw):       Anders Nilsson --[No Operation]--> Anders Nilsson --[(INV) written_by]--> The Third Wave --[release_year]--> 2003
Neg LogProb(↓):   0.001544
Path Entropy(↓):  0.012492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was gary marks a writer on
Start Entity:     Gary Marks
Gold Answer:      [['The Music Never Stopped']]
Predicted Ans:    The Music Never Stopped
Predicted Path:   Gary Marks --[(INV) written_by]--> The Music Never Stopped --[written_by]--> Gwyn Lurie --[(INV) written_by]--> The Music Never Stopped
Path (Raw):       Gary Marks --[(INV) written_by]--> The Music Never Stopped --[written_by]--> Gwyn Lurie --[(INV) written_by]--> The Music Never Stopped
Neg LogProb(↓):   0.612227
Path Entropy(↓):  0.689591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in without warning
Start Entity:     Without Warning
Gold Answer:      [['Tarah Nutter', 'Martin Landau', 'Jack Palance']]
Predicted Ans:    Sander Vanocur
Predicted Path:   Without Warning --[starred_actors]--> Sander Vanocur --[(INV) starred_actors]--> Without Warning --[starred_actors]--> Sander Vanocur
Path (Raw):       Without Warning --[starred_actors]--> Sander Vanocur --[(INV) starred_actors]--> Without Warning --[starred_actors]--> Sander Vanocur
Neg LogProb(↓):   0.413699
Path Entropy(↓):  0.967175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in snitch
Start Entity:     Snitch
Gold Answer:      [['Barry Pepper', 'Dwayne Johnson', 'Jon Bernthal', 'Susan Sarandon']]
Predicted Ans:    Dwayne Johnson
Predicted Path:   Snitch --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Faster --[starred_actors]--> Dwayne Johnson
Path (Raw):       Snitch --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Faster --[starred_actors]--> Dwayne Johnson
Neg LogProb(↓):   0.281274
Path Entropy(↓):  0.925138
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the fly were in which languages
Start Entity:     The Fly
Gold Answer:      [['English', 'Persian', 'Russian', 'German']]
Predicted Ans:    Persian
Predicted Path:   The Fly --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Crash --[in_language]--> Persian
Path (Raw):       The Fly --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.023024
Path Entropy(↓):  0.127808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by james ward byrkit
Start Entity:     James Ward Byrkit
Gold Answer:      [['Emily Baldoni']]
Predicted Ans:    Emily Baldoni
Predicted Path:   James Ward Byrkit --[(INV) written_by]--> Coherence --[starred_actors]--> Emily Baldoni
Path (Raw):       James Ward Byrkit --[No Operation]--> James Ward Byrkit --[(INV) written_by]--> Coherence --[starred_actors]--> Emily Baldoni
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with johnny handsome fall under
Start Entity:     Johnny Handsome
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Johnny Handsome --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Johnny Handsome --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   0.941123
Path Entropy(↓):  1.734186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the rebound
Start Entity:     The Rebound
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Rebound --[written_by]--> Bart Freundlich --[(INV) written_by]--> Trust the Man --[has_genre]--> Comedy
Path (Raw):       The Rebound --[written_by]--> Bart Freundlich --[(INV) written_by]--> Trust the Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.003657
Path Entropy(↓):  0.025010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by jordan katz
Start Entity:     Jordan Katz
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Jordan Katz --[(INV) written_by]--> Incognito --[has_genre]--> Thriller
Path (Raw):       Jordan Katz --[No Operation]--> Jordan Katz --[(INV) written_by]--> Incognito --[has_genre]--> Thriller
Neg LogProb(↓):   0.134819
Path Entropy(↓):  0.378955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in night train to lisbon
Start Entity:     Night Train to Lisbon
Gold Answer:      [['French', 'English', 'Polish']]
Predicted Ans:    English
Predicted Path:   Night Train to Lisbon --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita --[in_language]--> English
Path (Raw):       Night Train to Lisbon --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita --[in_language]--> English
Neg LogProb(↓):   0.717910
Path Entropy(↓):  0.824156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by girl with hyacinths actors
Start Entity:     Girl with Hyacinths
Gold Answer:      [['Alf Sjöberg', 'August Strindberg']]
Predicted Ans:    Alf Sjöberg
Predicted Path:   Girl with Hyacinths --[starred_actors]--> Ulf Palme --[(INV) starred_actors]--> Miss Julie --[written_by]--> Alf Sjöberg
Path (Raw):       Girl with Hyacinths --[starred_actors]--> Ulf Palme --[(INV) starred_actors]--> Miss Julie --[written_by]--> Alf Sjöberg
Neg LogProb(↓):   0.004546
Path Entropy(↓):  0.033919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by stuart murdoch release
Start Entity:     Stuart Murdoch
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Stuart Murdoch --[(INV) written_by]--> God Help the Girl --[release_year]--> 2014
Path (Raw):       Stuart Murdoch --[No Operation]--> Stuart Murdoch --[(INV) written_by]--> God Help the Girl --[release_year]--> 2014
Neg LogProb(↓):   0.101204
Path Entropy(↓):  0.316771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film pulp fiction
Start Entity:     Pulp Fiction
Gold Answer:      [['Quentin Tarantino', 'Roger Avary']]
Predicted Ans:    Roger Avary
Predicted Path:   Pulp Fiction --[written_by]--> Roger Avary --[(INV) written_by]--> Killing Zoe --[written_by]--> Roger Avary
Path (Raw):       Pulp Fiction --[written_by]--> Roger Avary --[(INV) written_by]--> Killing Zoe --[written_by]--> Roger Avary
Neg LogProb(↓):   0.096933
Path Entropy(↓):  0.371304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did luigi cozzi direct
Start Entity:     Luigi Cozzi
Gold Answer:      [['Contamination', 'Sinbad of the Seven Seas', 'Starcrash']]
Predicted Ans:    Starcrash
Predicted Path:   Luigi Cozzi --[(INV) directed_by]--> Starcrash --[directed_by]--> Luigi Cozzi --[(INV) directed_by]--> Starcrash
Path (Raw):       Luigi Cozzi --[(INV) directed_by]--> Starcrash --[directed_by]--> Luigi Cozzi --[(INV) directed_by]--> Starcrash
Neg LogProb(↓):   0.058748
Path Entropy(↓):  0.271548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed texas rangers
Start Entity:     Texas Rangers
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Horror', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   Texas Rangers --[directed_by]--> Steve Miner --[(INV) directed_by]--> Day of the Dead --[has_genre]--> Horror
Path (Raw):       Texas Rangers --[directed_by]--> Steve Miner --[(INV) directed_by]--> Day of the Dead --[has_genre]--> Horror
Neg LogProb(↓):   1.157247
Path Entropy(↓):  1.821395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by peter berg were in which genres
Start Entity:     Peter Berg
Gold Answer:      [['Drama', 'Horror', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter Berg --[(INV) starred_actors]--> Corky Romano --[has_genre]--> Comedy
Path (Raw):       Peter Berg --[No Operation]--> Peter Berg --[(INV) starred_actors]--> Corky Romano --[has_genre]--> Comedy
Neg LogProb(↓):   0.732113
Path Entropy(↓):  0.996402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for at midnight i'll take your soul
Start Entity:     At Midnight I'll Take Your Soul
Gold Answer:      [['José Mojica Marins']]
Predicted Ans:    José Mojica Marins
Predicted Path:   At Midnight I'll Take Your Soul --[directed_by]--> José Mojica Marins --[(INV) directed_by]--> Embodiment of Evil --[directed_by]--> José Mojica Marins
Path (Raw):       At Midnight I'll Take Your Soul --[directed_by]--> José Mojica Marins --[(INV) directed_by]--> Embodiment of Evil --[directed_by]--> José Mojica Marins
Neg LogProb(↓):   0.000138
Path Entropy(↓):  0.001461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the fastest gun alive
Start Entity:     The Fastest Gun Alive
Gold Answer:      [['George Cukor', 'J. Lee Thompson', 'Fritz Lang', 'Delmer Daves', 'Rudolph Maté', 'Richard Fleischer', 'Simon Wincer', 'Blake Edwards', 'Giulio Paradisi', 'Shawn Levy', 'Walter Lang', 'Thomas McCarthy', 'John M. Stahl', 'Jack Smight', 'George Marshall', 'Mark Robson', 'Anthony Mann', 'Henry King', 'S. Sylvan Simon', 'Frank Capra', 'Budd Boetticher', 'Michael Gordon', 'Russell Rouse', 'Robert Rossen', 'Wesley Ruggles', 'Steven Zaillian', 'Curtis Bernhardt', 'Nunnally Johnson', 'Vincente Minnelli', 'Robert Parrish', 'Luis Mandoki', 'Roger Corman', 'Delbert Mann', 'Federico Fellini', 'Lloyd Bacon', 'Charles Vidor', 'Joseph H. Lewis', 'Ralph Nelson', 'Phil Karlson', 'Joseph L. Mankiewicz', 'H. Bruce Humberstone', 'Elia Kazan']]
Predicted Ans:    Frank Capra
Predicted Path:   The Fastest Gun Alive --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       The Fastest Gun Alive --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.996815
Path Entropy(↓):  1.874507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with street scene fall under
Start Entity:     Street Scene
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Street Scene --[starred_actors]--> Sylvia Sidney --[(INV) starred_actors]--> City Streets --[has_genre]--> Crime
Path (Raw):       Street Scene --[starred_actors]--> Sylvia Sidney --[(INV) starred_actors]--> City Streets --[has_genre]--> Crime
Neg LogProb(↓):   0.932588
Path Entropy(↓):  0.912482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the dinner
Start Entity:     The Dinner
Gold Answer:      [['Max']]
Predicted Ans:    Menno Meyjes
Predicted Path:   The Dinner --[written_by]--> Menno Meyjes --[(INV) written_by]--> The Dinner --[directed_by]--> Menno Meyjes
Path (Raw):       The Dinner --[written_by]--> Menno Meyjes --[(INV) written_by]--> The Dinner --[directed_by]--> Menno Meyjes
Neg LogProb(↓):   0.898745
Path Entropy(↓):  1.508897
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by thomas middleditch
Start Entity:     Thomas Middleditch
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Thomas Middleditch --[(INV) starred_actors]--> Splinterheads --[has_genre]--> Comedy
Path (Raw):       Thomas Middleditch --[No Operation]--> Thomas Middleditch --[(INV) starred_actors]--> Splinterheads --[has_genre]--> Comedy
Neg LogProb(↓):   0.014903
Path Entropy(↓):  0.077015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote columbus circle
Start Entity:     Columbus Circle
Gold Answer:      [['George Gallo']]
Predicted Ans:    George Gallo
Predicted Path:   Columbus Circle --[written_by]--> George Gallo --[(INV) written_by]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Columbus Circle --[written_by]--> George Gallo --[(INV) written_by]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.023014
Path Entropy(↓):  0.122297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie busting
Start Entity:     Busting
Gold Answer:      [['Arthur C. Clarke', 'Karen Elise Baldwin', 'Lincoln Child', 'Douglas Morrow', 'Douglas Preston', 'Jimmy Huston', 'Gary DeVore', 'Paul Glickler', 'Mark Verheiden', 'Mike Richardson', 'Wayne Kramer', 'Peter Hyams', 'Ray Bradbury', 'Roderick Taylor', 'Gene Quintano']]
Predicted Ans:    Peter Hyams
Predicted Path:   Busting --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[written_by]--> Peter Hyams
Path (Raw):       Busting --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.016270
Path Entropy(↓):  0.113400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie vampire in brooklyn released
Start Entity:     Vampire in Brooklyn
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Vampire in Brooklyn --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Vampire in Brooklyn --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.193590
Path Entropy(↓):  4.421787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did chris ceraso write the story for
Start Entity:     Chris Ceraso
Gold Answer:      [['The Turning']]
Predicted Ans:    The Turning
Predicted Path:   Chris Ceraso --[(INV) written_by]--> The Turning --[written_by]--> L.A. Puopolo --[(INV) written_by]--> The Turning
Path (Raw):       Chris Ceraso --[(INV) written_by]--> The Turning --[written_by]--> L.A. Puopolo --[(INV) written_by]--> The Turning
Neg LogProb(↓):   0.443303
Path Entropy(↓):  0.652310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie swamp shark
Start Entity:     Swamp Shark
Gold Answer:      [['Jason Rogel']]
Predicted Ans:    Jason Rogel
Predicted Path:   Swamp Shark --[starred_actors]--> Jason Rogel --[(INV) starred_actors]--> Swamp Shark --[starred_actors]--> Jason Rogel
Path (Raw):       Swamp Shark --[starred_actors]--> Jason Rogel --[(INV) starred_actors]--> Swamp Shark --[starred_actors]--> Jason Rogel
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the triumph of love
Start Entity:     The Triumph of Love
Gold Answer:      [['Bernardo Bertolucci', 'Sergio Leone', 'Clare Peploe']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   The Triumph of Love --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You --[directed_by]--> Bernardo Bertolucci
Path (Raw):       The Triumph of Love --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You --[directed_by]--> Bernardo Bertolucci
Neg LogProb(↓):   1.171368
Path Entropy(↓):  1.884023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with lisztomania fall under
Start Entity:     Lisztomania
Gold Answer:      [['Music', 'Documentary', 'Western', 'Musical', 'Drama', 'Comedy']]
Predicted Ans:    Biography
Predicted Path:   Lisztomania --[starred_actors]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[has_genre]--> Biography
Path (Raw):       Lisztomania --[starred_actors]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[has_genre]--> Biography
Neg LogProb(↓):   0.198266
Path Entropy(↓):  0.556854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies directed by bjorn stein
Start Entity:     Björn Stein
Gold Answer:      [['Josefin Neldén', 'Adam Lundgren', 'Jonathan Andersson']]
Predicted Ans:    Jonathan Andersson
Predicted Path:   Björn Stein --[(INV) directed_by]--> Shed No Tears --[starred_actors]--> Jonathan Andersson
Path (Raw):       Björn Stein --[No Operation]--> Björn Stein --[(INV) directed_by]--> Shed No Tears --[starred_actors]--> Jonathan Andersson
Neg LogProb(↓):   0.010315
Path Entropy(↓):  0.061395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in heist
Start Entity:     Heist
Gold Answer:      [['Scott Alexander', 'Larry Karaszewski', 'Elaine May', 'Dale Launer', 'Wes Anderson', 'Angelo Pizzo', 'Larry McMurtry', 'James Salter', 'David Mamet', 'Richard Christian Matheson', 'Brian Koppelman', 'Kelly Reichardt', 'Joe Gayton', 'Daniel Waters', 'Lawrence Kasdan', 'Warren Adler', 'Simon Moore', 'Charlie Kaufman', 'Robert Benton', 'Richard Russo', 'Rick Cleveland', "Louis L'Amour", 'Tonino Guerra', 'Massimo De Rita', 'Elmore Leonard', 'Shinji Aoyama', 'Nicholas Kazan', 'David Gordon Green', 'Peter Hyams', 'Stephenie Meyer', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Jonathan Raymond', 'James Wong', 'David Webb Peoples', 'Barry Levinson', 'Ivan Cotroneo', 'Jeremy Joe Kronsberg', 'Giuseppe Tornatore', 'James L. Brooks', 'Victor Salva', 'Owen Wilson', 'Richard Matheson', "Stewart O'Nan", 'Ernest Tidyman', 'Kenneth Fearing', 'Dan Gordon', 'John Hodge', 'Melissa Rosenberg', 'Chuck Barris', 'Matthew F. Jones', 'Richard Brooks', 'Robert Anderson', 'Joseph L. Mankiewicz', 'N. Richard Nash', 'Dr. Seuss', 'Spike Lee', 'Robert Dillon', 'Robin Moore', 'David Newman', 'Eric Garcia', 'Geoff Moore', 'David Posamentier', 'Jean Poiret', 'Nicholas Meyer', 'Richard LaGravenese', 'Martin McDonagh', 'Francis Ford Coppola', 'John Grisham', 'Robin Swicord', 'Dan McCall', 'Francis Veber', 'Roald Dahl', 'George Ratliff', 'Pamela Gray', 'Naomi Wallace', 'Chris Gerolmo', 'Richard Price', 'Paul Jarrico', 'Kirk Jones', 'Nel King', 'Richard Kelly', 'Bob Clark', 'Duncan Jones', 'Jerry Sterner', 'David Baldacci', 'David Marconi', 'Paul Gallico', 'Jake Paltrow', 'Steven Zaillian', 'James Drought', 'John Hamburg', 'William Goldman', 'Donald E. Westlake', 'John Wainwright', 'Alvin Sargent', 'Dick Richards', 'James C. Strouse']]
Predicted Ans:    Richard Brooks
Predicted Path:   Heist --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Path (Raw):       Heist --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Neg LogProb(↓):   1.692353
Path Entropy(↓):  3.314659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the barefoot executive
Start Entity:     The Barefoot Executive
Gold Answer:      [['Escape from New York', 'Executive Decision', '3000 Miles to Graceland', 'The Deadly Tower', 'Tequila Sunrise', 'Touchback', 'Grindhouse', 'Backdraft', 'The Thing', 'Soldier', 'The Mean Season', 'Big Trouble in Little China', 'Breakdown', 'The Fox and the Hound', 'Death Proof', 'Tombstone', 'Captain Ron', "Now You See Him, Now You Don't", 'The Computer Wore Tennis Shoes', 'Superdad', 'Vanilla Sky', 'Poseidon', 'Escape from L.A.', 'The Million Dollar Duck', 'Swing Shift', 'Unlawful Entry', 'Elvis', 'The Art of the Steal', 'Dark Blue', 'The Strongest Man in the World', 'Stargate', 'Sky High', 'Used Cars', 'Overboard', 'The Best of Times']]
Predicted Ans:    Grindhouse
Predicted Path:   The Barefoot Executive --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse
Path (Raw):       The Barefoot Executive --[starred_actors]--> Kurt Russell --[No Operation]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse
Neg LogProb(↓):   1.008494
Path Entropy(↓):  1.536908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by steve balderson
Start Entity:     Steve Balderson
Gold Answer:      [['Karen Black', 'Mike Patton']]
Predicted Ans:    Karen Black
Predicted Path:   Steve Balderson --[(INV) directed_by]--> Firecracker --[starred_actors]--> Karen Black
Path (Raw):       Steve Balderson --[No Operation]--> Steve Balderson --[(INV) directed_by]--> Firecracker --[starred_actors]--> Karen Black
Neg LogProb(↓):   0.000276
Path Entropy(↓):  0.002537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor nathan fillion acted together with who
Start Entity:     Nathan Fillion
Gold Answer:      [['Amy Acker', 'Peter Boyle', 'Alexis Denisof', 'Kate Beckinsale', 'Clark Gregg', 'Gregg Henry', 'Sally Kellerman', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Nathan Fillion --[(INV) starred_actors]--> Slither --[starred_actors]--> James Caan
Path (Raw):       Nathan Fillion --[No Operation]--> Nathan Fillion --[(INV) starred_actors]--> Slither --[starred_actors]--> James Caan
Neg LogProb(↓):   0.378157
Path Entropy(↓):  0.827782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jean bach were released in which years
Start Entity:     Jean Bach
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Jean Bach --[(INV) written_by]--> A Great Day in Harlem --[release_year]--> 1994
Path (Raw):       Jean Bach --[No Operation]--> Jean Bach --[(INV) written_by]--> A Great Day in Harlem --[release_year]--> 1994
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - directors of jack gold
Start Entity:     Jack Gold
Gold Answer:      [['John V. Soto', 'Michael Radford', 'Paul McGuigan']]
Predicted Ans:    Jack Gold
Predicted Path:   Jack Gold --[(INV) directed_by]--> The Merchant of Venice --[directed_by]--> Jack Gold
Path (Raw):       Jack Gold --[No Operation]--> Jack Gold --[(INV) directed_by]--> The Merchant of Venice --[directed_by]--> Jack Gold
Neg LogProb(↓):   0.601523
Path Entropy(↓):  1.218623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the film the loved one released
Start Entity:     The Loved One
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   The Loved One --[release_year]--> 1965 --[(INV) release_year]--> Red Line 7000 --[release_year]--> 1965
Path (Raw):       The Loved One --[release_year]--> 1965 --[(INV) release_year]--> Red Line 7000 --[release_year]--> 1965
Neg LogProb(↓):   2.696721
Path Entropy(↓):  4.020403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of boys on the side
Start Entity:     Boys on the Side
Gold Answer:      [['The Turning Point', 'California Suite', 'Footloose', 'Play It Again, Sam', 'The Owl and the Pussycat', 'Protocol', 'Dancers', 'The Sunshine Boys', 'True Colors', 'The Last of Sheila', 'Pennies from Heaven', 'Steel Magnolias', 'The Goodbye Girl', 'Funny Lady', 'My Blue Heaven', 'Undercover Blues', 'The Seven-Per-Cent Solution', 'Goodbye, Mr. Chips', 'Max Dugan Returns']]
Predicted Ans:    Undercover Blues
Predicted Path:   Boys on the Side --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues
Path (Raw):       Boys on the Side --[No Operation]--> Boys on the Side --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues
Neg LogProb(↓):   0.887043
Path Entropy(↓):  2.260336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by regina king
Start Entity:     Regina King
Gold Answer:      [['Mike White', 'Martin Lawrence', 'Kevin Rodney Sullivan']]
Predicted Ans:    Martin Lawrence
Predicted Path:   Regina King --[(INV) starred_actors]--> A Thin Line Between Love and Hate --[directed_by]--> Martin Lawrence
Path (Raw):       Regina King --[No Operation]--> Regina King --[(INV) starred_actors]--> A Thin Line Between Love and Hate --[directed_by]--> Martin Lawrence
Neg LogProb(↓):   0.058180
Path Entropy(↓):  0.252914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by sam spewack in
Start Entity:     Sam Spewack
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Sam Spewack --[(INV) written_by]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Sam Spewack --[No Operation]--> Sam Spewack --[(INV) written_by]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.469086
Path Entropy(↓):  0.677722
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of cassandra's dream
Start Entity:     Cassandra's Dream
Gold Answer:      [['Portuguese', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Cassandra's Dream --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Cassandra's Dream --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.001700
Path Entropy(↓):  0.015081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by karen steele
Start Entity:     Karen Steele
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Karen Steele --[(INV) starred_actors]--> Ride Lonesome --[has_genre]--> Western
Path (Raw):       Karen Steele --[No Operation]--> Karen Steele --[(INV) starred_actors]--> Ride Lonesome --[has_genre]--> Western
Neg LogProb(↓):   0.000139
Path Entropy(↓):  0.001375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of charlie chan's chance also wrote which films
Start Entity:     Charlie Chan's Chance
Gold Answer:      [['The Black Camel', 'Charlie Chan Carries On', "Charlie Chan's Murder Cruise"]]
Predicted Ans:    Charlie Chan Carries On
Predicted Path:   Charlie Chan's Chance --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On
Path (Raw):       Charlie Chan's Chance --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On --[No Operation]--> Charlie Chan Carries On
Neg LogProb(↓):   0.000673
Path Entropy(↓):  0.006080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie hostel starred who
Start Entity:     Hostel
Gold Answer:      [['Jay Hernandez']]
Predicted Ans:    Jay Hernandez
Predicted Path:   Hostel --[starred_actors]--> Jay Hernandez --[(INV) starred_actors]--> Hostel --[starred_actors]--> Jay Hernandez
Path (Raw):       Hostel --[starred_actors]--> Jay Hernandez --[(INV) starred_actors]--> Hostel --[starred_actors]--> Jay Hernandez
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000077
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of love meetings
Start Entity:     Love Meetings
Gold Answer:      [['Ugo Gregoretti', 'Pier Paolo Pasolini', 'John Rawlins', 'Roberto Rossellini', 'Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Love Meetings --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[directed_by]--> Lars von Trier
Path (Raw):       Love Meetings --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[directed_by]--> Lars von Trier
Neg LogProb(↓):   0.265923
Path Entropy(↓):  0.818095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by sara sugarman
Start Entity:     Sara Sugarman
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Sara Sugarman --[(INV) written_by]--> Very Annie Mary --[release_year]--> 2001
Path (Raw):       Sara Sugarman --[No Operation]--> Sara Sugarman --[(INV) written_by]--> Very Annie Mary --[release_year]--> 2001
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the beyond
Start Entity:     The Beyond
Gold Answer:      [["Don't Torture a Duckling", 'The New York Ripper', 'City of the Living Dead', 'The House by the Cemetery', "A Lizard in a Woman's Skin"]]
Predicted Ans:    The House by the Cemetery
Predicted Path:   The Beyond --[written_by]--> Lucio Fulci --[(INV) written_by]--> The House by the Cemetery
Path (Raw):       The Beyond --[written_by]--> Lucio Fulci --[(INV) written_by]--> The House by the Cemetery --[No Operation]--> The House by the Cemetery
Neg LogProb(↓):   0.056366
Path Entropy(↓):  0.245862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by jason statham
Start Entity:     Jason Statham
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Jason Statham --[(INV) starred_actors]--> Killer Elite --[has_genre]--> Thriller
Path (Raw):       Jason Statham --[No Operation]--> Jason Statham --[(INV) starred_actors]--> Killer Elite --[has_genre]--> Thriller
Neg LogProb(↓):   1.042407
Path Entropy(↓):  1.670006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter iain softley
Start Entity:     Iain Softley
Gold Answer:      [['Ian Hart', 'Sheryl Lee', 'Stephen Dorff']]
Predicted Ans:    Stephen Dorff
Predicted Path:   Iain Softley --[(INV) written_by]--> Backbeat --[starred_actors]--> Stephen Dorff
Path (Raw):       Iain Softley --[No Operation]--> Iain Softley --[(INV) written_by]--> Backbeat --[starred_actors]--> Stephen Dorff
Neg LogProb(↓):   0.016598
Path Entropy(↓):  0.095190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of schindler's list
Start Entity:     Schindler's List
Gold Answer:      [['Henry Thomas', 'Brad Johnson', 'Max von Sydow', 'Sally Field', 'Dustin Hoffman', 'Tom Cruise', 'Peter Coyote', 'Holly Hunter', "Frances O'Connor", 'Harrison Ford', 'Nigel Havers', 'Tom Sizemore', 'Miranda Richardson', 'Andy Serkis', 'Anthony Hopkins', 'Peter Mullan', 'François Truffaut', 'Goldie Hawn', 'Alison Doody', 'Edward Burns', 'Haley Joel Osment', 'John Malkovich', 'Ben Johnson', 'Robert Shaw', 'Martin Sheen', 'Nigel Hawthorne', 'Robin Williams', 'Paul Freeman', 'Ned Beatty', 'Karen Allen', 'Jamie Bell', 'Ronald Lacey', 'Barry Pepper', 'Nick Frost', 'Christopher Walken', 'Daniel Craig', 'William Atherton', 'Christian Bale', 'Justin Chatwin', 'Julia Roberts', 'Dee Wallace', 'Whoopi Goldberg', 'Emily Watson', 'Michael Sacks', 'Leonardo DiCaprio', 'Cate Blanchett', 'Roy Scheider', 'Melinda Dillon', 'Shia LaBeouf', 'Oprah Winfrey', 'Danny Glover', 'Dan Aykroyd', 'John Belushi', 'Margaret Avery', 'Teri Garr', 'Sean Connery', 'Djimon Hounsou', 'John Goodman', 'Dakota Fanning', 'Jeremy Irvine', 'Richard Dreyfuss', 'Tom Hanks', 'Denholm Elliott', 'Morgan Freeman', 'Bob Hoskins', 'Dennis Weaver', 'Robert MacNaughton', 'Lorraine Gary']]
Predicted Ans:    Frances O'Connor
Predicted Path:   Schindler's List --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[starred_actors]--> Frances O'Connor
Path (Raw):       Schindler's List --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[starred_actors]--> Frances O'Connor
Neg LogProb(↓):   1.043406
Path Entropy(↓):  2.074023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what get real is about
Start Entity:     Get Real
Gold Answer:      [['coming out', 'gay']]
Predicted Ans:    coming out
Predicted Path:   Get Real --[has_tags]--> coming out --[(INV) has_tags]--> Get Real --[has_tags]--> coming out
Path (Raw):       Get Real --[has_tags]--> coming out --[(INV) has_tags]--> Get Real --[has_tags]--> coming out
Neg LogProb(↓):   0.005787
Path Entropy(↓):  0.038360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by muppet treasure island actors
Start Entity:     Muppet Treasure Island
Gold Answer:      [['Family', 'Music', 'Musical', 'Short', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Muppet Treasure Island --[starred_actors]--> Tim Curry --[(INV) starred_actors]--> The Rocky Horror Picture Show --[has_genre]--> Comedy
Path (Raw):       Muppet Treasure Island --[starred_actors]--> Tim Curry --[(INV) starred_actors]--> The Rocky Horror Picture Show --[has_genre]--> Comedy
Neg LogProb(↓):   0.454095
Path Entropy(↓):  0.734577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is final destination 3 about
Start Entity:     Final Destination 3
Gold Answer:      [['horror', 'franchise', 'james wong']]
Predicted Ans:    suspense
Predicted Path:   Final Destination 3 --[has_tags]--> james wong --[(INV) has_tags]--> Final Destination --[has_tags]--> suspense
Path (Raw):       Final Destination 3 --[has_tags]--> james wong --[(INV) has_tags]--> Final Destination --[has_tags]--> suspense
Neg LogProb(↓):   0.813595
Path Entropy(↓):  0.995981
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by kevin o'neill
Start Entity:     Kevin O'Neill
Gold Answer:      [['Stephen Norrington']]
Predicted Ans:    Stephen Norrington
Predicted Path:   Kevin O'Neill --[(INV) written_by]--> The League of Extraordinary Gentlemen --[directed_by]--> Stephen Norrington
Path (Raw):       Kevin O'Neill --[No Operation]--> Kevin O'Neill --[(INV) written_by]--> The League of Extraordinary Gentlemen --[directed_by]--> Stephen Norrington
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of inland empire
Start Entity:     Inland Empire
Gold Answer:      [['John Gielgud', 'Patricia Arquette', 'Laura Harring', 'Bill Pullman', 'Philip Anglim', 'Isabella Rossellini', 'Kevin Conway', 'Penny Fuller', 'Anne Bancroft', 'Naomi Watts', 'Dennis Hopper', 'Jeanne Bates', 'Jack Nance', 'Charlotte Stewart', 'Laura Dern', 'Anthony Hopkins', 'Kyle MacLachlan', 'John Hurt']]
Predicted Ans:    Charlotte Stewart
Predicted Path:   Inland Empire --[written_by]--> David Lynch --[(INV) written_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Path (Raw):       Inland Empire --[written_by]--> David Lynch --[(INV) written_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Neg LogProb(↓):   0.766824
Path Entropy(↓):  1.352294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was philippe lacheau the writer of
Start Entity:     Philippe Lacheau
Gold Answer:      [['Babysitting']]
Predicted Ans:    Babysitting
Predicted Path:   Philippe Lacheau --[(INV) written_by]--> Babysitting --[written_by]--> Philippe Lacheau --[(INV) written_by]--> Babysitting
Path (Raw):       Philippe Lacheau --[(INV) written_by]--> Babysitting --[written_by]--> Philippe Lacheau --[(INV) written_by]--> Babysitting
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie angels of the universe released
Start Entity:     Angels of the Universe
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Angels of the Universe --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Angels of the Universe --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   3.176165
Path Entropy(↓):  4.468901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie the patience stone
Start Entity:     The Patience Stone
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Patience Stone --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Patience Stone --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.602401
Path Entropy(↓):  4.746897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of charlie's country
Start Entity:     Charlie's Country
Gold Answer:      [['Crusoe Kurddal', 'David Gulpilil', 'Gary Sweet', 'Nicholas Hope']]
Predicted Ans:    Crusoe Kurddal
Predicted Path:   Charlie's Country --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[starred_actors]--> Crusoe Kurddal
Path (Raw):       Charlie's Country --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[starred_actors]--> Crusoe Kurddal
Neg LogProb(↓):   0.001460
Path Entropy(↓):  0.012920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by hector babenco
Start Entity:     Hector Babenco
Gold Answer:      [['Fernando Ramos da Silva', 'Luiz Carlos Vasconcelos']]
Predicted Ans:    Fernando Ramos da Silva
Predicted Path:   Hector Babenco --[(INV) directed_by]--> Pixote --[starred_actors]--> Fernando Ramos da Silva
Path (Raw):       Hector Babenco --[No Operation]--> Hector Babenco --[(INV) directed_by]--> Pixote --[starred_actors]--> Fernando Ramos da Silva
Neg LogProb(↓):   0.005299
Path Entropy(↓):  0.032981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by mark crowdy
Start Entity:     Mark Crowdy
Gold Answer:      [['Brenda Blethyn', 'Martin Clunes', 'Craig Ferguson']]
Predicted Ans:    Brenda Blethyn
Predicted Path:   Mark Crowdy --[(INV) written_by]--> Saving Grace --[starred_actors]--> Brenda Blethyn
Path (Raw):       Mark Crowdy --[No Operation]--> Mark Crowdy --[(INV) written_by]--> Saving Grace --[starred_actors]--> Brenda Blethyn
Neg LogProb(↓):   0.182650
Path Entropy(↓):  0.451028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in half past dead
Start Entity:     Half Past Dead
Gold Answer:      [['Nia Peeples', 'Ja Rule', 'Steven Seagal', 'Morris Chestnut']]
Predicted Ans:    Morris Chestnut
Predicted Path:   Half Past Dead --[starred_actors]--> Morris Chestnut --[(INV) starred_actors]--> The Best Man Holiday --[starred_actors]--> Morris Chestnut
Path (Raw):       Half Past Dead --[starred_actors]--> Morris Chestnut --[(INV) starred_actors]--> The Best Man Holiday --[starred_actors]--> Morris Chestnut
Neg LogProb(↓):   0.143899
Path Entropy(↓):  0.588375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with dishonored fall under
Start Entity:     Dishonored
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Dishonored --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[has_genre]--> Drama
Path (Raw):       Dishonored --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[has_genre]--> Drama
Neg LogProb(↓):   0.530148
Path Entropy(↓):  1.498533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote funny face
Start Entity:     Funny Face
Gold Answer:      [['Leonard Gershe']]
Predicted Ans:    Leonard Gershe
Predicted Path:   Funny Face --[written_by]--> Leonard Gershe --[(INV) written_by]--> Funny Face --[written_by]--> Leonard Gershe
Path (Raw):       Funny Face --[written_by]--> Leonard Gershe --[(INV) written_by]--> Funny Face --[written_by]--> Leonard Gershe
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed suture
Start Entity:     Suture
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Suture --[directed_by]--> Scott McGehee --[(INV) directed_by]--> The Deep End --[in_language]--> English
Path (Raw):       Suture --[directed_by]--> Scott McGehee --[(INV) directed_by]--> The Deep End --[in_language]--> English
Neg LogProb(↓):   0.001467
Path Entropy(↓):  0.011119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by jeremiah s. chechik
Start Entity:     jeremiah s. chechik
Gold Answer:      [['Tall Tale']]
Predicted Ans:    Tall Tale
Predicted Path:   jeremiah s. chechik --[(INV) has_tags]--> Tall Tale --[has_tags]--> jeremiah s. chechik --[(INV) has_tags]--> Tall Tale
Path (Raw):       jeremiah s. chechik --[(INV) has_tags]--> Tall Tale --[has_tags]--> jeremiah s. chechik --[(INV) has_tags]--> Tall Tale
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by anna geislerova were in which languages
Start Entity:     Anna Geislerová
Gold Answer:      [['Czech']]
Predicted Ans:    Czech
Predicted Path:   Anna Geislerová --[(INV) starred_actors]--> The Idiot Returns --[in_language]--> Czech
Path (Raw):       Anna Geislerová --[No Operation]--> Anna Geislerová --[(INV) starred_actors]--> The Idiot Returns --[in_language]--> Czech
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by sanaa hamri fall under
Start Entity:     Sanaa Hamri
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sanaa Hamri --[(INV) directed_by]--> Something New --[has_genre]--> Drama
Path (Raw):       Sanaa Hamri --[No Operation]--> Sanaa Hamri --[(INV) directed_by]--> Something New --[has_genre]--> Drama
Neg LogProb(↓):   0.013417
Path Entropy(↓):  0.070786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of go now
Start Entity:     Go Now
Gold Answer:      [['Amanda Plummer', 'Saskia Reeves', 'Gina McKee', 'Jamal Udin Torabi', 'Shirley Henderson', 'Enayatullah', 'Kate Bosworth', 'Dan Futterman', 'Angelina Jolie', 'Jessica Alba', 'Riz Ahmed', 'Casey Affleck', 'Molly Parker', 'Val Kilmer', 'Steve Coogan', 'Naomi Klein', 'Kate Hudson', 'Freida Pinto', 'Archie Panjabi']]
Predicted Ans:    Robert Carlyle
Predicted Path:   Go Now --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[starred_actors]--> Robert Carlyle
Path (Raw):       Go Now --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.164899
Path Entropy(↓):  0.572021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of georgina chapman starred movies
Start Entity:     Georgina Chapman
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Georgina Chapman --[(INV) starred_actors]--> The Business --[release_year]--> 2005
Path (Raw):       Georgina Chapman --[No Operation]--> Georgina Chapman --[(INV) starred_actors]--> The Business --[release_year]--> 2005
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie rush were released in which years
Start Entity:     Rush
Gold Answer:      [['2008', '2003', '1992', '2006', '2015', '1984', '2007', '1998', '2009', '2004', '1982', '2014', '1994', '1995', '2001', '1990', '1996', '1981', '2012', '2011', '1962', '1988', '1997', '1960', '1999', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Rush --[starred_actors]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[release_year]--> 2012
Path (Raw):       Rush --[starred_actors]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[release_year]--> 2012
Neg LogProb(↓):   1.003337
Path Entropy(↓):  1.507718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film aquamarine
Start Entity:     Aquamarine
Gold Answer:      [['Andrew Fleming', 'Craig Mazin', 'Gavin Wiesen', 'Jack Heller', 'Ti West', 'Scott Coffey', 'Thor Freudenthal', 'Rawson Marshall Thurber', 'Gia Coppola', 'Derick Martini']]
Predicted Ans:    Thor Freudenthal
Predicted Path:   Aquamarine --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[directed_by]--> Thor Freudenthal
Path (Raw):       Aquamarine --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[directed_by]--> Thor Freudenthal
Neg LogProb(↓):   0.016415
Path Entropy(↓):  0.095088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by blood of redemption actors
Start Entity:     Blood of Redemption
Gold Answer:      [['Marcus Warren', 'Danny Lerner', 'Ken Loach', 'Barry Skolnick', 'Frédéric Forestier', 'Sean Stanek', 'Damian Lee', 'Simon Wincer', 'Charlie Picerni', 'Christopher Kulikowski', 'Stewart Raffill', 'Sidney J. Furie', 'Roland Emmerich', 'Joseph Zito', 'Marc S. Grenier', 'John Woo', 'Andy Fickman', 'Anthony Hickox', 'Russell Mulcahy', 'Scott Wiper', 'Andrew Davis', 'William Kaufman', 'Dolph Lundgren', 'Phillip Noyce', 'Perry Lang', 'Jonathan Hensleigh', 'Isaac Florentine', 'Sylvester Stallone', 'Keoni Waxman', 'Simon West', 'Mark Goldblatt', 'Alki David', 'Joseph Kahn', 'Jesse V. Johnson', 'Mark L. Lester', 'Jim Wynorski', 'Ryan Little']]
Predicted Ans:    Simon West
Predicted Path:   Blood of Redemption --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Blood of Redemption --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.762874
Path Entropy(↓):  1.558378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie battle for the planet of the apes
Start Entity:     Battle for the Planet of the Apes
Gold Answer:      [['Max Ehrlich', 'Nikolai Gogol', 'Helen Deutsch', 'David Lee Henry', 'Robin Estridge', 'Robert Gosnell', 'Norman Aladjem', 'Jeffrey M. Rosenbaum', 'Carl Foreman', 'Gail Morgan Hickman', 'Alistair MacLean', 'Heck Allen', 'John Crowther', 'R. Lance Hill', 'Gene Quintano', 'Mark Twain', 'James R. Silke', 'Robert B. Sherman', 'Richard M. Sherman', 'Christopher Landon', 'John D. MacDonald', 'James R. Webb', 'William Roberts']]
Predicted Ans:    Carl Foreman
Predicted Path:   Battle for the Planet of the Apes --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[written_by]--> Carl Foreman
Path (Raw):       Battle for the Planet of the Apes --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[written_by]--> Carl Foreman
Neg LogProb(↓):   1.541472
Path Entropy(↓):  2.032314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed iron will
Start Entity:     Iron Will
Gold Answer:      [['Zane Grey']]
Predicted Ans:    Zane Grey
Predicted Path:   Iron Will --[directed_by]--> Charles Haid --[(INV) directed_by]--> Riders of the Purple Sage --[written_by]--> Zane Grey
Path (Raw):       Iron Will --[directed_by]--> Charles Haid --[(INV) directed_by]--> Riders of the Purple Sage --[written_by]--> Zane Grey
Neg LogProb(↓):   0.047393
Path Entropy(↓):  0.187437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film sweetie were in which genres
Start Entity:     Sweetie
Gold Answer:      [['Drama', 'Thriller', 'Mystery', 'Biography']]
Predicted Ans:    Thriller
Predicted Path:   Sweetie --[directed_by]--> Jane Campion --[(INV) directed_by]--> In the Cut --[has_genre]--> Thriller
Path (Raw):       Sweetie --[directed_by]--> Jane Campion --[(INV) directed_by]--> In the Cut --[has_genre]--> Thriller
Neg LogProb(↓):   0.042838
Path Entropy(↓):  0.174731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by ansel elgort
Start Entity:     Ansel Elgort
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ansel Elgort --[(INV) starred_actors]--> The Fault in Our Stars --[has_genre]--> Drama
Path (Raw):       Ansel Elgort --[No Operation]--> Ansel Elgort --[(INV) starred_actors]--> The Fault in Our Stars --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by michael keaton
Start Entity:     Michael Keaton
Gold Answer:      [['French']]
Predicted Ans:    Crime
Predicted Path:   Michael Keaton --[(INV) starred_actors]--> One Good Cop --[has_genre]--> Crime
Path (Raw):       Michael Keaton --[No Operation]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop --[has_genre]--> Crime
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.000973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by neil h. swanson starred which actors
Start Entity:     Neil H. Swanson
Gold Answer:      [['Claire Trevor', 'George Sanders', 'Brian Donlevy', 'John Wayne']]
Predicted Ans:    John Wayne
Predicted Path:   Neil H. Swanson --[(INV) written_by]--> Allegheny Uprising --[starred_actors]--> John Wayne
Path (Raw):       Neil H. Swanson --[No Operation]--> Neil H. Swanson --[(INV) written_by]--> Allegheny Uprising --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.087608
Path Entropy(↓):  0.350742
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote where the wild things are
Start Entity:     Where the Wild Things Are
Gold Answer:      [['Sam Mendes', 'Gus Van Sant', 'Michael Hoffman', 'Spike Jonze']]
Predicted Ans:    Michael Hoffman
Predicted Path:   Where the Wild Things Are --[written_by]--> Dave Eggers --[(INV) written_by]--> Promised Land --[directed_by]--> Michael Hoffman
Path (Raw):       Where the Wild Things Are --[written_by]--> Dave Eggers --[(INV) written_by]--> Promised Land --[directed_by]--> Michael Hoffman
Neg LogProb(↓):   1.382798
Path Entropy(↓):  2.429378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by alan warner fall under
Start Entity:     Alan Warner
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alan Warner --[(INV) written_by]--> Morvern Callar --[has_genre]--> Drama
Path (Raw):       Alan Warner --[No Operation]--> Alan Warner --[(INV) written_by]--> Morvern Callar --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of napoleon dynamite also starred in which movies
Start Entity:     Napoleon Dynamite
Gold Answer:      [['Moving McAllister', 'Blades of Glory', 'The Benchwarmers', "Mama's Boy", "Surf's Up", 'School for Scoundrels']]
Predicted Ans:    Surf's Up
Predicted Path:   Napoleon Dynamite --[starred_actors]--> Jon Heder --[(INV) starred_actors]--> Surf's Up
Path (Raw):       Napoleon Dynamite --[No Operation]--> Napoleon Dynamite --[starred_actors]--> Jon Heder --[(INV) starred_actors]--> Surf's Up
Neg LogProb(↓):   0.670255
Path Entropy(↓):  1.362780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter robert c. jones co - wrote films with who
Start Entity:     Robert C. Jones
Gold Answer:      [['Nancy Dowd', 'Waldo Salt']]
Predicted Ans:    Waldo Salt
Predicted Path:   Robert C. Jones --[(INV) written_by]--> Coming Home --[written_by]--> Waldo Salt
Path (Raw):       Robert C. Jones --[No Operation]--> Robert C. Jones --[(INV) written_by]--> Coming Home --[written_by]--> Waldo Salt
Neg LogProb(↓):   0.001567
Path Entropy(↓):  0.011889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the maid
Start Entity:     The Maid
Gold Answer:      [['Michael Cera', 'Juno Temple', 'Alicia Rodríguez', 'Catalina Sandino Moreno', 'Emily Browning']]
Predicted Ans:    Catalina Saavedra
Predicted Path:   The Maid --[written_by]--> Sebastián Silva --[(INV) written_by]--> The Maid --[starred_actors]--> Catalina Saavedra
Path (Raw):       The Maid --[written_by]--> Sebastián Silva --[(INV) written_by]--> The Maid --[starred_actors]--> Catalina Saavedra
Neg LogProb(↓):   0.086700
Path Entropy(↓):  0.303167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of sebastiane
Start Entity:     Sebastiane
Gold Answer:      [['The Last of England', 'Wittgenstein', 'Blue', 'The Tempest', 'Edward II', 'Jubilee', 'Caravaggio']]
Predicted Ans:    The Tempest
Predicted Path:   Sebastiane --[written_by]--> Derek Jarman --[(INV) written_by]--> The Tempest
Path (Raw):       Sebastiane --[written_by]--> Derek Jarman --[(INV) written_by]--> The Tempest --[No Operation]--> The Tempest
Neg LogProb(↓):   0.672673
Path Entropy(↓):  0.758850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie men of honor
Start Entity:     Men of Honor
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Men of Honor --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Men of Honor --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.431080
Path Entropy(↓):  4.668861
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in lapland odyssey
Start Entity:     Lapland Odyssey
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Lapland Odyssey --[starred_actors]--> Pamela Tola --[(INV) starred_actors]--> Frozen Land --[in_language]--> Finnish
Path (Raw):       Lapland Odyssey --[starred_actors]--> Pamela Tola --[(INV) starred_actors]--> Frozen Land --[in_language]--> Finnish
Neg LogProb(↓):   0.086646
Path Entropy(↓):  0.314121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie tartuffe
Start Entity:     Tartuffe
Gold Answer:      [['Veit Harlan', 'Ludwig Metzger']]
Predicted Ans:    Veit Harlan
Predicted Path:   Tartuffe --[starred_actors]--> Werner Krauss --[(INV) starred_actors]--> Jud Süß --[written_by]--> Veit Harlan
Path (Raw):       Tartuffe --[starred_actors]--> Werner Krauss --[(INV) starred_actors]--> Jud Süß --[written_by]--> Veit Harlan
Neg LogProb(↓):   0.076016
Path Entropy(↓):  0.317472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of il posto
Start Entity:     Il Posto
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Il Posto --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking --[has_genre]--> Drama
Path (Raw):       Il Posto --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking --[has_genre]--> Drama
Neg LogProb(↓):   0.008310
Path Entropy(↓):  0.056772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is loch ness
Start Entity:     Loch Ness
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Loch Ness --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Loch Ness --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.979288
Path Entropy(↓):  4.369118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of wolves
Start Entity:     Wolves
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Wolves --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Wolves --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   3.056424
Path Entropy(↓):  4.278641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe only old men are going to battle
Start Entity:     Only Old Men Are Going to Battle
Gold Answer:      [['music']]
Predicted Ans:    music
Predicted Path:   Only Old Men Are Going to Battle --[written_by]--> Yevgeni Onopriyenko --[(INV) written_by]--> Only Old Men Are Going to Battle --[has_tags]--> music
Path (Raw):       Only Old Men Are Going to Battle --[written_by]--> Yevgeni Onopriyenko --[(INV) written_by]--> Only Old Men Are Going to Battle --[has_tags]--> music
Neg LogProb(↓):   0.280780
Path Entropy(↓):  0.713355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the cass director release
Start Entity:     Cass
Gold Answer:      [['2013']]
Predicted Ans:    2008
Predicted Path:   Cass --[directed_by]--> Jon S. Baird --[(INV) directed_by]--> Cass --[release_year]--> 2008
Path (Raw):       Cass --[directed_by]--> Jon S. Baird --[(INV) directed_by]--> Cass --[release_year]--> 2008
Neg LogProb(↓):   0.165112
Path Entropy(↓):  0.426508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie robocop starred who
Start Entity:     RoboCop
Gold Answer:      [["Dan O'Herlihy", 'Peter Weller', 'Ronny Cox', 'Nancy Allen']]
Predicted Ans:    Peter Weller
Predicted Path:   RoboCop --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Cat Chaser --[starred_actors]--> Peter Weller
Path (Raw):       RoboCop --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Cat Chaser --[starred_actors]--> Peter Weller
Neg LogProb(↓):   0.157229
Path Entropy(↓):  0.490060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the salvatore giuliano director
Start Entity:     Salvatore Giuliano
Gold Answer:      [['Drama', 'War', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Salvatore Giuliano --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[has_genre]--> Drama
Path (Raw):       Salvatore Giuliano --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[has_genre]--> Drama
Neg LogProb(↓):   0.046224
Path Entropy(↓):  0.211008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of performance
Start Entity:     Performance
Gold Answer:      [['Edward Bond', 'James Vance Marshall', 'Terry Johnson', 'Nigel Kneale', 'Lucy Irvine', 'Roald Dahl', 'Daphne Du Maurier', 'Norah Lofts', 'Fredric M. Frank', 'Donald Cammell', 'China Kong', 'Andrew Klavan', 'Walter Tevis', 'Harold Lamb', 'Dennis Potter', 'Vladimir Jabotinsky', 'Shinji Aoyama']]
Predicted Ans:    Donald Cammell
Predicted Path:   Performance --[directed_by]--> Donald Cammell --[(INV) directed_by]--> Performance --[written_by]--> Donald Cammell
Path (Raw):       Performance --[directed_by]--> Donald Cammell --[(INV) directed_by]--> Performance --[written_by]--> Donald Cammell
Neg LogProb(↓):   0.321550
Path Entropy(↓):  0.950873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie shaft
Start Entity:     Shaft
Gold Answer:      [['samuel l. jackson', 'blaxploitation', 'christian bale', 'remake', 'john singleton']]
Predicted Ans:    bd-r
Predicted Path:   Shaft --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Shaft --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.718471
Path Entropy(↓):  1.183037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films starred by julie ferrier fall under
Start Entity:     Julie Ferrier
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Julie Ferrier --[(INV) starred_actors]--> Heartbreaker --[has_genre]--> Comedy
Path (Raw):       Julie Ferrier --[No Operation]--> Julie Ferrier --[(INV) starred_actors]--> Heartbreaker --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of chaos was
Start Entity:     Chaos
Gold Answer:      [['Coline Serreau']]
Predicted Ans:    Tony Giglio
Predicted Path:   Chaos --[directed_by]--> Tony Giglio --[(INV) directed_by]--> Chaos --[directed_by]--> Tony Giglio
Path (Raw):       Chaos --[directed_by]--> Tony Giglio --[(INV) directed_by]--> Chaos --[directed_by]--> Tony Giglio
Neg LogProb(↓):   0.087294
Path Entropy(↓):  0.409252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in ed wood
Start Entity:     Ed Wood
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '2015', '1998', '2009', '1933', '1951', '2010', '2004', '2014', '1994', '1956', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    1999
Predicted Path:   Ed Wood --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Bringing Out the Dead --[release_year]--> 1999
Path (Raw):       Ed Wood --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Bringing Out the Dead --[release_year]--> 1999
Neg LogProb(↓):   0.441600
Path Entropy(↓):  1.292660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the court - martial of billy mitchell also directed which movies
Start Entity:     The Court-Martial of Billy Mitchell
Gold Answer:      [['Saint Joan', 'Exodus', 'Carmen Jones', 'Such Good Friends', 'The Cardinal', 'Bunny Lake Is Missing', 'That Lady in Ermine', 'Bonjour Tristesse', 'Fallen Angel', 'The Moon Is Blue', 'Forever Amber', 'Anatomy of a Murder', 'Porgy and Bess', 'Hurry Sundown', 'The Human Factor', 'Angel Face', 'The 13th Letter', "In Harm's Way", 'Skidoo', 'The Man with the Golden Arm', 'Where the Sidewalk Ends', 'Laura', 'Daisy Kenyon', 'River of No Return', 'Whirlpool']]
Predicted Ans:    Hurry Sundown
Predicted Path:   The Court-Martial of Billy Mitchell --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Hurry Sundown
Path (Raw):       The Court-Martial of Billy Mitchell --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Hurry Sundown --[No Operation]--> Hurry Sundown
Neg LogProb(↓):   1.487067
Path Entropy(↓):  2.608147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter john tobias co - wrote films with who
Start Entity:     John Tobias
Gold Answer:      [['Kevin Droney', 'Ed Boon']]
Predicted Ans:    Kevin Droney
Predicted Path:   John Tobias --[(INV) written_by]--> Mortal Kombat --[written_by]--> Kevin Droney
Path (Raw):       John Tobias --[No Operation]--> John Tobias --[(INV) written_by]--> Mortal Kombat --[written_by]--> Kevin Droney
Neg LogProb(↓):   0.166648
Path Entropy(↓):  0.454232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the impossible
Start Entity:     The Impossible
Gold Answer:      [['Theodore Melfi', 'Oliver Hirschbiegel', 'Ole Bornedal', 'Mark Herman', 'John Requa', 'Glenn Ficarra', 'Rodrigo García', 'Chris Noonan', 'Merian C. Cooper', 'Michael Haneke', 'Sharon Maguire', 'Scott Coffey', 'Roman Polanski', 'David Lynch', 'Gore Verbinski', 'Carl Prechezer', 'Grant Heslov', 'Michael Bay', 'Niels Mueller', 'Baz Luhrmann', 'Peyton Reed', 'James Dearden', 'Ridley Scott', 'David Koepp', 'Marcel Langenegger', 'Marc Forster', 'Stephan Elliott', 'Kevin Macdonald', 'Mira Nair', 'Bryan Singer', 'Alejandro González Iñárritu', 'David Mackenzie', 'Danny Boyle', 'Laurie Collyer', 'Tim Burton', 'John Guillermin', 'Wiebke von Carolsfeld', 'Irving Rapper', 'Andrew Sipes', 'Ernest B. Schoedsack', 'Doug Liman', 'Peter Jackson', 'Julius Avery', 'Jim Sheridan', 'Michael Ritchie']]
Predicted Ans:    Irving Rapper
Predicted Path:   The Impossible --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Path (Raw):       The Impossible --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.436018
Path Entropy(↓):  1.310281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Peter madsen directed which films
Start Entity:     Peter Madsen
Gold Answer:      [['Valhalla']]
Predicted Ans:    Valhalla
Predicted Path:   Peter Madsen --[(INV) directed_by]--> Valhalla --[directed_by]--> Peter Madsen --[(INV) directed_by]--> Valhalla
Path (Raw):       Peter Madsen --[(INV) directed_by]--> Valhalla --[directed_by]--> Peter Madsen --[(INV) directed_by]--> Valhalla
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by jessica lowndes
Start Entity:     Jessica Lowndes
Gold Answer:      [['Terrance Zdunich', 'Adam Gierasch', 'Armando Crispino']]
Predicted Ans:    Terrance Zdunich
Predicted Path:   Jessica Lowndes --[(INV) starred_actors]--> The Devil's Carnival --[written_by]--> Terrance Zdunich
Path (Raw):       Jessica Lowndes --[No Operation]--> Jessica Lowndes --[(INV) starred_actors]--> The Devil's Carnival --[written_by]--> Terrance Zdunich
Neg LogProb(↓):   0.017997
Path Entropy(↓):  0.089494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by thomas jahn
Start Entity:     Thomas Jahn
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Thomas Jahn --[(INV) directed_by]--> Knockin' on Heaven's Door --[in_language]--> German
Path (Raw):       Thomas Jahn --[No Operation]--> Thomas Jahn --[(INV) directed_by]--> Knockin' on Heaven's Door --[in_language]--> German
Neg LogProb(↓):   0.000254
Path Entropy(↓):  0.002356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the illustrated man also directed which movies
Start Entity:     The Illustrated Man
Gold Answer:      [['No Way to Treat a Lady', 'Airport 1975', 'Number One with a Bullet', 'Damnation Alley', 'Midway']]
Predicted Ans:    Midway
Predicted Path:   The Illustrated Man --[directed_by]--> Jack Smight --[(INV) directed_by]--> Midway
Path (Raw):       The Illustrated Man --[directed_by]--> Jack Smight --[(INV) directed_by]--> Midway --[No Operation]--> Midway
Neg LogProb(↓):   0.153602
Path Entropy(↓):  0.589799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed respiro
Start Entity:     Respiro
Gold Answer:      [['Emanuele Crialese']]
Predicted Ans:    Emanuele Crialese
Predicted Path:   Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Terraferma --[written_by]--> Emanuele Crialese
Path (Raw):       Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Terraferma --[written_by]--> Emanuele Crialese
Neg LogProb(↓):   0.003378
Path Entropy(↓):  0.024445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the riot club
Start Entity:     The Riot Club
Gold Answer:      [['Italian for Beginners', 'One Day', 'An Education']]
Predicted Ans:    Italian for Beginners
Predicted Path:   The Riot Club --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners
Path (Raw):       The Riot Club --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[No Operation]--> Italian for Beginners
Neg LogProb(↓):   0.003697
Path Entropy(↓):  0.026149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of 40 pounds of trouble
Start Entity:     40 Pounds of Trouble
Gold Answer:      [['Jesus Christ Superstar', "Other People's Money", 'Bogus', 'Best Friends', 'The Hurricane', 'Fiddler on the Roof', 'The Cincinnati Kid', 'Moonstruck', 'The Thomas Crown Affair', 'Only You', 'Rollerball', 'Send Me No Flowers', 'Agnes of God', 'In Country', 'The Statement', 'The Thrill of It All', "A Soldier's Story", 'In the Heat of the Night']]
Predicted Ans:    The Statement
Predicted Path:   40 Pounds of Trouble --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement
Path (Raw):       40 Pounds of Trouble --[No Operation]--> 40 Pounds of Trouble --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement
Neg LogProb(↓):   0.578522
Path Entropy(↓):  1.098494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie julie starred who
Start Entity:     Julie
Gold Answer:      [['Doris Day']]
Predicted Ans:    Doris Day
Predicted Path:   Julie --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Julie --[starred_actors]--> Doris Day
Path (Raw):       Julie --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Julie --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.395843
Path Entropy(↓):  0.764563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie dr. jekyll and ms. hyde
Start Entity:     Dr. Jekyll and Ms. Hyde
Gold Answer:      [['Ridley Scott', 'David Green', 'Peter Yates', 'Dan Curtis', 'Gerd Oswald', 'Harold Becker', 'Joel Schumacher', 'Carl Reiner', 'Joseph L. Mankiewicz', 'James Dearden', 'Garry Marshall']]
Predicted Ans:    Dan Curtis
Predicted Path:   Dr. Jekyll and Ms. Hyde --[starred_actors]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II --[directed_by]--> Dan Curtis
Path (Raw):       Dr. Jekyll and Ms. Hyde --[starred_actors]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II --[directed_by]--> Dan Curtis
Neg LogProb(↓):   0.007833
Path Entropy(↓):  0.050925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote happy feet two
Start Entity:     Happy Feet Two
Gold Answer:      [['George Miller', 'George Ogilvie', 'Chris Noonan']]
Predicted Ans:    George Miller
Predicted Path:   Happy Feet Two --[written_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome --[directed_by]--> George Miller
Path (Raw):       Happy Feet Two --[written_by]--> George Miller --[(INV) written_by]--> Mad Max Beyond Thunderdome --[directed_by]--> George Miller
Neg LogProb(↓):   0.091442
Path Entropy(↓):  0.313074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by sydney granville
Start Entity:     Sydney Granville
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sydney Granville --[(INV) starred_actors]--> The Mikado --[has_genre]--> Comedy
Path (Raw):       Sydney Granville --[No Operation]--> Sydney Granville --[(INV) starred_actors]--> The Mikado --[has_genre]--> Comedy
Neg LogProb(↓):   0.000056
Path Entropy(↓):  0.000603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did p. f. kluge write the story for
Start Entity:     P.F. Kluge
Gold Answer:      [['Dog Day Afternoon']]
Predicted Ans:    Dog Day Afternoon
Predicted Path:   P.F. Kluge --[(INV) written_by]--> Dog Day Afternoon --[written_by]--> P.F. Kluge --[(INV) written_by]--> Dog Day Afternoon
Path (Raw):       P.F. Kluge --[(INV) written_by]--> Dog Day Afternoon --[written_by]--> P.F. Kluge --[(INV) written_by]--> Dog Day Afternoon
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by gary goldman were released in which years
Start Entity:     Gary Goldman
Gold Answer:      [['1995', '2000', '1997', '1999', '1994', '1956']]
Predicted Ans:    1994
Predicted Path:   Gary Goldman --[(INV) directed_by]--> A Troll in Central Park --[release_year]--> 1994
Path (Raw):       Gary Goldman --[No Operation]--> Gary Goldman --[(INV) directed_by]--> A Troll in Central Park --[release_year]--> 1994
Neg LogProb(↓):   0.235879
Path Entropy(↓):  0.597300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by melvyn hayes released
Start Entity:     Melvyn Hayes
Gold Answer:      [['1963', '1948']]
Predicted Ans:    1963
Predicted Path:   Melvyn Hayes --[(INV) starred_actors]--> Summer Holiday --[release_year]--> 1963
Path (Raw):       Melvyn Hayes --[No Operation]--> Melvyn Hayes --[(INV) starred_actors]--> Summer Holiday --[release_year]--> 1963
Neg LogProb(↓):   0.296141
Path Entropy(↓):  0.569170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by jun falkenstein
Start Entity:     Jun Falkenstein
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jun Falkenstein --[(INV) written_by]--> The Tigger Movie --[has_genre]--> Comedy
Path (Raw):       Jun Falkenstein --[No Operation]--> Jun Falkenstein --[(INV) written_by]--> The Tigger Movie --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of independencia
Start Entity:     Independencia
Gold Answer:      [['Raya Martin']]
Predicted Ans:    Raya Martin
Predicted Path:   Independencia --[directed_by]--> Raya Martin --[(INV) directed_by]--> Independencia --[directed_by]--> Raya Martin
Path (Raw):       Independencia --[directed_by]--> Raya Martin --[(INV) directed_by]--> Independencia --[directed_by]--> Raya Martin
Neg LogProb(↓):   0.003045
Path Entropy(↓):  0.021564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by moises kaufman were in which genres
Start Entity:     Moisés Kaufman
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Moisés Kaufman --[(INV) written_by]--> The Laramie Project --[has_genre]--> Drama
Path (Raw):       Moisés Kaufman --[No Operation]--> Moisés Kaufman --[(INV) written_by]--> The Laramie Project --[has_genre]--> Drama
Neg LogProb(↓):   0.027695
Path Entropy(↓):  0.125690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the strange case of the end of civilization as we know it
Start Entity:     The Strange Case of the End of Civilization as We Know It
Gold Answer:      [['Eric Idle', 'Terry Jones', 'Graham Chapman', 'Terry Gilliam', 'Michael Frayn', 'Charles Crichton', 'Jorge Blanco', 'Joe Stillman', 'Don Hall', 'John Cleese', 'Marty Feldman', 'Michael Palin', 'Mike Binder']]
Predicted Ans:    Charles Crichton
Predicted Path:   The Strange Case of the End of Civilization as We Know It --[starred_actors]--> John Cleese --[(INV) starred_actors]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Path (Raw):       The Strange Case of the End of Civilization as We Know It --[starred_actors]--> John Cleese --[(INV) starred_actors]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Neg LogProb(↓):   0.788839
Path Entropy(↓):  1.557509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie symbol
Start Entity:     Symbol
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Symbol --[written_by]--> Hitoshi Matsumoto --[(INV) written_by]--> Big Man Japan --[release_year]--> 2007
Path (Raw):       Symbol --[written_by]--> Hitoshi Matsumoto --[(INV) written_by]--> Big Man Japan --[release_year]--> 2007
Neg LogProb(↓):   0.382467
Path Entropy(↓):  0.677537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the expendables 2
Start Entity:     The Expendables 2
Gold Answer:      [['Arnold Schwarzenegger', 'Cynthia Rhodes', 'Marton Csokas', 'Chloë Grace Moretz', 'Denzel Washington', 'Harrison Ford', 'Kate Bosworth', 'Finola Hughes', 'Steve Inwood', 'John Travolta', 'Dolly Parton', 'Jet Li', 'Will Ferrell', 'Brian Dennehy', 'David Harbour', 'Frank Welker', 'Dolph Lundgren', 'Richard Crenna', 'Sylvester Stallone', 'John Lithgow', 'Jason Statham', 'Reni Santoni', 'Andrew Robinson', 'James Franco', 'Brigitte Nielsen', 'Armand Assante', 'Antonio Tarver', 'Talia Shire', 'Burt Young', 'Carl Weathers']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   The Expendables 2 --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[starred_actors]--> Sylvester Stallone
Path (Raw):       The Expendables 2 --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.588868
Path Entropy(↓):  1.279031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by mary lambert
Start Entity:     Mary Lambert
Gold Answer:      [['Fred Gwynne', 'Denise Crosby', 'Lori Heuring', 'Matthew Settle', 'Jon DeVries', 'Susan Ward', 'Tiffany', 'Adrian Pasdar', 'Dale Midkiff', 'Kelly McGillis', 'Debbie Gibson']]
Predicted Ans:    Denise Crosby
Predicted Path:   Mary Lambert --[(INV) directed_by]--> Pet Sematary --[starred_actors]--> Denise Crosby
Path (Raw):       Mary Lambert --[No Operation]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[starred_actors]--> Denise Crosby
Neg LogProb(↓):   0.290284
Path Entropy(↓):  0.662615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by joan fontaine
Start Entity:     Joan Fontaine
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Joan Fontaine --[(INV) starred_actors]--> A Damsel in Distress --[in_language]--> English
Path (Raw):       Joan Fontaine --[No Operation]--> Joan Fontaine --[(INV) starred_actors]--> A Damsel in Distress --[in_language]--> English
Neg LogProb(↓):   0.050438
Path Entropy(↓):  0.196873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of iben hjejle starred movies
Start Entity:     Iben Hjejle
Gold Answer:      [['Alan Taylor', 'Stephen Frears']]
Predicted Ans:    Stephen Frears
Predicted Path:   Iben Hjejle --[(INV) starred_actors]--> High Fidelity --[directed_by]--> Stephen Frears
Path (Raw):       Iben Hjejle --[No Operation]--> Iben Hjejle --[(INV) starred_actors]--> High Fidelity --[directed_by]--> Stephen Frears
Neg LogProb(↓):   0.731266
Path Entropy(↓):  1.061531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of african cats was who
Start Entity:     African Cats
Gold Answer:      [['Keith Scholey', 'Alastair Fothergill']]
Predicted Ans:    Alastair Fothergill
Predicted Path:   African Cats --[directed_by]--> Keith Scholey --[(INV) directed_by]--> African Cats --[directed_by]--> Alastair Fothergill
Path (Raw):       African Cats --[directed_by]--> Keith Scholey --[(INV) directed_by]--> African Cats --[directed_by]--> Alastair Fothergill
Neg LogProb(↓):   0.617379
Path Entropy(↓):  1.150998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by charlton heston release
Start Entity:     Charlton Heston
Gold Answer:      [['1980', '1970', '1954', '1923', '1959', '1935', '1974', '1968', '1963', '1998', '1982', '1973', '1953', '1956', '1976', '1972', '1971', '1990', '2001', '1961', '1955', '2011', '1934', '1978', '1966', '1950', '1965', '1952', '1958']]
Predicted Ans:    1950
Predicted Path:   Charlton Heston --[(INV) starred_actors]--> Dark City --[release_year]--> 1950
Path (Raw):       Charlton Heston --[No Operation]--> Charlton Heston --[(INV) starred_actors]--> Dark City --[release_year]--> 1950
Neg LogProb(↓):   2.111216
Path Entropy(↓):  3.276673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of michael angarano starred movies
Start Entity:     Michael Angarano
Gold Answer:      [['2009', '2001', '2005', '2010', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Michael Angarano --[(INV) starred_actors]--> The English Teacher --[release_year]--> 2013
Path (Raw):       Michael Angarano --[No Operation]--> Michael Angarano --[(INV) starred_actors]--> The English Teacher --[release_year]--> 2013
Neg LogProb(↓):   0.495098
Path Entropy(↓):  1.034039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does ralf harolde appear in
Start Entity:     Ralf Harolde
Gold Answer:      [['Safe in Hell']]
Predicted Ans:    Safe in Hell
Predicted Path:   Ralf Harolde --[(INV) starred_actors]--> Safe in Hell --[starred_actors]--> Donald Cook --[(INV) starred_actors]--> Safe in Hell
Path (Raw):       Ralf Harolde --[(INV) starred_actors]--> Safe in Hell --[starred_actors]--> Donald Cook --[(INV) starred_actors]--> Safe in Hell
Neg LogProb(↓):   0.862533
Path Entropy(↓):  1.397423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by thomas arslan
Start Entity:     Thomas Arslan
Gold Answer:      [['Bradford Dillman', 'Roger Moore', 'Susannah York']]
Predicted Ans:    Roger Moore
Predicted Path:   Thomas Arslan --[(INV) written_by]--> Gold --[starred_actors]--> Roger Moore
Path (Raw):       Thomas Arslan --[No Operation]--> Thomas Arslan --[(INV) written_by]--> Gold --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.002292
Path Entropy(↓):  0.018229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for branded
Start Entity:     Branded
Gold Answer:      [['Max Brand']]
Predicted Ans:    Jamie Bradshaw
Predicted Path:   Branded --[written_by]--> Jamie Bradshaw --[(INV) written_by]--> Branded --[written_by]--> Jamie Bradshaw
Path (Raw):       Branded --[written_by]--> Jamie Bradshaw --[(INV) written_by]--> Branded --[written_by]--> Jamie Bradshaw
Neg LogProb(↓):   0.767703
Path Entropy(↓):  0.965591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie the road to glory
Start Entity:     The Road to Glory
Gold Answer:      [['Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Road to Glory --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Path (Raw):       The Road to Glory --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.221341
Path Entropy(↓):  0.734846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by rob minkoff release
Start Entity:     Rob Minkoff
Gold Answer:      [['2008', '2003', '1999', '1994', '2002', '2011']]
Predicted Ans:    2008
Predicted Path:   Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[release_year]--> 2008
Path (Raw):       Rob Minkoff --[No Operation]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[release_year]--> 2008
Neg LogProb(↓):   0.158297
Path Entropy(↓):  0.587690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of girls against boys starred who
Start Entity:     Girls Against Boys
Gold Answer:      [['Mark Ruffalo', 'Kathleen Robertson', 'Maya Stange']]
Predicted Ans:    Danielle Panabaker
Predicted Path:   Girls Against Boys --[written_by]--> Austin Chick --[(INV) written_by]--> Girls Against Boys --[starred_actors]--> Danielle Panabaker
Path (Raw):       Girls Against Boys --[written_by]--> Austin Chick --[(INV) written_by]--> Girls Against Boys --[starred_actors]--> Danielle Panabaker
Neg LogProb(↓):   0.009917
Path Entropy(↓):  0.056245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of autumn leaves is also the director of which films
Start Entity:     Autumn Leaves
Gold Answer:      [['What Ever Happened to Baby Jane?', '...All the Marbles', 'The Killing of Sister George', 'Vera Cruz', "Ulzana's Raid", 'The Big Knife', 'Hustle', 'The Frisco Kid', 'Ten Seconds to Hell', 'The Dirty Dozen', 'Too Late the Hero', 'Attack', 'Kiss Me Deadly', 'The Flight of the Phoenix', 'Sodom and Gomorrah', '4 for Texas', 'The Last Sunset', 'The Legend of Lylah Clare', "Twilight's Last Gleaming"]]
Predicted Ans:    What Ever Happened to Baby Jane?
Predicted Path:   Autumn Leaves --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane?
Path (Raw):       Autumn Leaves --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[No Operation]--> What Ever Happened to Baby Jane?
Neg LogProb(↓):   0.965495
Path Entropy(↓):  1.961005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by deborah curtis released
Start Entity:     Deborah Curtis
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Deborah Curtis --[(INV) written_by]--> Control --[release_year]--> 2007
Path (Raw):       Deborah Curtis --[No Operation]--> Deborah Curtis --[(INV) written_by]--> Control --[release_year]--> 2007
Neg LogProb(↓):   0.000107
Path Entropy(↓):  0.001088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the offence
Start Entity:     The Offence
Gold Answer:      [['Philip Kaufman', 'Gerald A. Browne', 'Gregory Widen', 'John le Carré', 'Arthur H. Lewis', 'Peter Hyams', 'Jan de Hartog', 'Johanna Harwood', 'Berkely Mather', 'Stanley Mann', 'John Huston', 'Jeffrey Boam', 'James Goldman', 'Romain Gary', 'John Milius', 'Tom Stoppard', 'Michael Crichton', 'Christianna Brand', 'Edmund H. North', 'Gavin Lambert', 'Alan Moore', "Kevin O'Neill", 'Jeffrey Bloom', 'Lawrence Sanders', 'Richard Maibaum', 'Charles Grodin', 'David Mamet', 'Frank Launder', 'Charles Lederer', 'Robert Aldrich', 'John Hopkins', 'Joss Whedon', 'George Lucas', 'Michael Palin', 'John Boorman', 'Lawrence Edward Watkin', 'Tom Clancy', 'John Katzenbach', 'Terry Gilliam', 'Ian Fleming', 'Jack Whittingham', 'Kevin McClory', 'Martin Cruz Smith', 'Rudyard Kipling', 'Eliot Ness', 'Sidney Gilliat', 'Zak Penn', 'Jay Presson Allen', 'Winston Graham', 'Frank Pierson', 'Tinto Brass', 'Roald Dahl', 'David Westheimer', 'Michael Backes', 'Charles McCarry', "Louis L'Amour", 'Graham Greene', 'Joseph Conrad', 'Charles Nordhoff', 'Richard Brooks', 'James Norman Hall', 'Vincent Patrick', 'Elliott Baker', 'Umberto Eco', 'Dennis Potter', 'Mike Rich']]
Predicted Ans:    John Boorman
Predicted Path:   The Offence --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[written_by]--> John Boorman
Path (Raw):       The Offence --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[written_by]--> John Boorman
Neg LogProb(↓):   0.495751
Path Entropy(↓):  1.533771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film arbitrage released
Start Entity:     Arbitrage
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Arbitrage --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Arbitrage --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.182958
Path Entropy(↓):  4.432304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by mickey rourke
Start Entity:     Mickey Rourke
Gold Answer:      [['Julien Temple', 'Michael Seresin']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Mickey Rourke --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Path (Raw):       Mickey Rourke --[No Operation]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Neg LogProb(↓):   0.882883
Path Entropy(↓):  1.367309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose writers also wrote offside
Start Entity:     Offside
Gold Answer:      [['Russian']]
Predicted Ans:    Swedish
Predicted Path:   Offside --[written_by]--> Jafar Panahi --[(INV) written_by]--> Offside --[in_language]--> Swedish
Path (Raw):       Offside --[written_by]--> Jafar Panahi --[(INV) written_by]--> Offside --[in_language]--> Swedish
Neg LogProb(↓):   0.006039
Path Entropy(↓):  0.045292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Liz renay appears in which movies
Start Entity:     Liz Renay
Gold Answer:      [['Desperate Living']]
Predicted Ans:    Desperate Living
Predicted Path:   Liz Renay --[(INV) starred_actors]--> Desperate Living --[starred_actors]--> Edith Massey --[(INV) starred_actors]--> Desperate Living
Path (Raw):       Liz Renay --[(INV) starred_actors]--> Desperate Living --[starred_actors]--> Edith Massey --[(INV) starred_actors]--> Desperate Living
Neg LogProb(↓):   0.001632
Path Entropy(↓):  0.013460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe 12 angry men
Start Entity:     12 Angry Men
Gold Answer:      [['william friedkin']]
Predicted Ans:    angry
Predicted Path:   12 Angry Men --[has_tags]--> angry --[(INV) has_tags]--> Hulk --[has_tags]--> angry
Path (Raw):       12 Angry Men --[has_tags]--> angry --[(INV) has_tags]--> Hulk --[has_tags]--> angry
Neg LogProb(↓):   0.007890
Path Entropy(↓):  0.052786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of garrett morris starred movies
Start Entity:     Garrett Morris
Gold Answer:      [['Larry Cohen']]
Predicted Ans:    Larry Cohen
Predicted Path:   Garrett Morris --[(INV) starred_actors]--> The Stuff --[directed_by]--> Larry Cohen
Path (Raw):       Garrett Morris --[No Operation]--> Garrett Morris --[(INV) starred_actors]--> The Stuff --[directed_by]--> Larry Cohen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by fred mustard stewart
Start Entity:     Fred Mustard Stewart
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Fred Mustard Stewart --[(INV) written_by]--> Six Weeks --[release_year]--> 1982
Path (Raw):       Fred Mustard Stewart --[No Operation]--> Fred Mustard Stewart --[(INV) written_by]--> Six Weeks --[release_year]--> 1982
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for trancers ii
Start Entity:     Trancers II
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Trancers II --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Trancers II --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.140594
Path Entropy(↓):  2.780090
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for xingu
Start Entity:     Xingu
Gold Answer:      [['Cao Hamburger', 'Anna Muylaert']]
Predicted Ans:    Cao Hamburger
Predicted Path:   Xingu --[written_by]--> Cao Hamburger --[(INV) written_by]--> Xingu --[written_by]--> Cao Hamburger
Path (Raw):       Xingu --[written_by]--> Cao Hamburger --[(INV) written_by]--> Xingu --[written_by]--> Cao Hamburger
Neg LogProb(↓):   0.178512
Path Entropy(↓):  0.514578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by james bridges
Start Entity:     James Bridges
Gold Answer:      [['1970', '1990', '1973', '1985', '1979', '1984']]
Predicted Ans:    1973
Predicted Path:   James Bridges --[(INV) written_by]--> The Paper Chase --[release_year]--> 1973
Path (Raw):       James Bridges --[No Operation]--> James Bridges --[(INV) written_by]--> The Paper Chase --[release_year]--> 1973
Neg LogProb(↓):   0.307442
Path Entropy(↓):  0.913702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by in secret actors
Start Entity:     In Secret
Gold Answer:      [['Romance', 'Music', 'Sport', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   In Secret --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[has_genre]--> Drama
Path (Raw):       In Secret --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[has_genre]--> Drama
Neg LogProb(↓):   1.034363
Path Entropy(↓):  1.735114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film child's play 2
Start Entity:     Child's Play 2
Gold Answer:      [['Don Mancini']]
Predicted Ans:    Don Mancini
Predicted Path:   Child's Play 2 --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky --[written_by]--> Don Mancini
Path (Raw):       Child's Play 2 --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky --[written_by]--> Don Mancini
Neg LogProb(↓):   0.000103
Path Entropy(↓):  0.001112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with for love of the game fall under
Start Entity:     For Love of the Game
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   For Love of the Game --[written_by]--> Michael Shaara --[(INV) written_by]--> Gettysburg --[has_genre]--> War
Path (Raw):       For Love of the Game --[written_by]--> Michael Shaara --[(INV) written_by]--> Gettysburg --[has_genre]--> War
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of used cars
Start Entity:     Used Cars
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Used Cars --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Used Cars --[has_genre]--> Comedy
Path (Raw):       Used Cars --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Used Cars --[has_genre]--> Comedy
Neg LogProb(↓):   0.035507
Path Entropy(↓):  0.184281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by rudolph lothar were directed by who
Start Entity:     Rudolph Lothar
Gold Answer:      [['Walter Lang']]
Predicted Ans:    Walter Lang
Predicted Path:   Rudolph Lothar --[(INV) written_by]--> On the Riviera --[directed_by]--> Walter Lang
Path (Raw):       Rudolph Lothar --[No Operation]--> Rudolph Lothar --[(INV) written_by]--> On the Riviera --[directed_by]--> Walter Lang
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with nick davies
Start Entity:     Nick Davies
Gold Answer:      [['Don Boyd']]
Predicted Ans:    Don Boyd
Predicted Path:   Nick Davies --[(INV) written_by]--> My Kingdom --[written_by]--> Don Boyd
Path (Raw):       Nick Davies --[No Operation]--> Nick Davies --[(INV) written_by]--> My Kingdom --[written_by]--> Don Boyd
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote wild grass
Start Entity:     Wild Grass
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Wild Grass --[written_by]--> Alain Resnais --[(INV) written_by]--> Wild Grass --[in_language]--> French
Path (Raw):       Wild Grass --[written_by]--> Alain Resnais --[(INV) written_by]--> Wild Grass --[in_language]--> French
Neg LogProb(↓):   0.000118
Path Entropy(↓):  0.001275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed man of the house
Start Entity:     Man of the House
Gold Answer:      [['Stephen Herek']]
Predicted Ans:    Stephen Herek
Predicted Path:   Man of the House --[directed_by]--> Stephen Herek --[(INV) directed_by]--> Life or Something Like It --[directed_by]--> Stephen Herek
Path (Raw):       Man of the House --[directed_by]--> Stephen Herek --[(INV) directed_by]--> Life or Something Like It --[directed_by]--> Stephen Herek
Neg LogProb(↓):   1.294834
Path Entropy(↓):  1.765215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the king and four queens
Start Entity:     The King and Four Queens
Gold Answer:      [['Adventure', 'Mystery', 'Comedy']]
Predicted Ans:    Mystery
Predicted Path:   The King and Four Queens --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       The King and Four Queens --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   1.926245
Path Entropy(↓):  1.957669
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of bright star starred who
Start Entity:     Bright Star
Gold Answer:      [['Nicole Kidman', 'John Malkovich', 'Barbara Hershey', 'Anna Paquin', 'Holly Hunter', 'Meg Ryan', 'Jennifer Jason Leigh', 'Harvey Keitel', 'Karen Colston', 'Jon Darling', 'Tom Lycos', 'Sam Neill']]
Predicted Ans:    Abbie Cornish
Predicted Path:   Bright Star --[directed_by]--> Jane Campion --[(INV) directed_by]--> Bright Star --[starred_actors]--> Abbie Cornish
Path (Raw):       Bright Star --[directed_by]--> Jane Campion --[(INV) directed_by]--> Bright Star --[starred_actors]--> Abbie Cornish
Neg LogProb(↓):   0.051665
Path Entropy(↓):  0.272025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of into the woods was who
Start Entity:     Into the Woods
Gold Answer:      [['James Lapine']]
Predicted Ans:    Rob Marshall
Predicted Path:   Into the Woods --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[directed_by]--> Rob Marshall
Path (Raw):       Into the Woods --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[directed_by]--> Rob Marshall
Neg LogProb(↓):   0.211570
Path Entropy(↓):  0.651732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does oscar redding star in
Start Entity:     Oscar Redding
Gold Answer:      [["Van Diemen's Land"]]
Predicted Ans:    Van Diemen's Land
Predicted Path:   Oscar Redding --[(INV) starred_actors]--> Van Diemen's Land --[starred_actors]--> Oscar Redding --[(INV) starred_actors]--> Van Diemen's Land
Path (Raw):       Oscar Redding --[(INV) starred_actors]--> Van Diemen's Land --[starred_actors]--> Oscar Redding --[(INV) starred_actors]--> Van Diemen's Land
Neg LogProb(↓):   0.000331
Path Entropy(↓):  0.002986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the babymakers
Start Entity:     The Babymakers
Gold Answer:      [['Gregg Kavet', 'Scott Derrickson', 'Andy Robin', 'Nancy Oliver', 'Paul Harris Boardman', 'Lisa Collier Cool', 'Ralph Sarchie', 'Paul Schneider', 'David Gordon Green']]
Predicted Ans:    Paul Harris Boardman
Predicted Path:   The Babymakers --[starred_actors]--> Olivia Munn --[(INV) starred_actors]--> Deliver Us from Evil --[written_by]--> Paul Harris Boardman
Path (Raw):       The Babymakers --[starred_actors]--> Olivia Munn --[(INV) starred_actors]--> Deliver Us from Evil --[written_by]--> Paul Harris Boardman
Neg LogProb(↓):   0.175243
Path Entropy(↓):  0.653569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie criminal law
Start Entity:     Criminal Law
Gold Answer:      [['2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '1973', '2014', '1994', '1995', '2001', '1990', '1989', '1926', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Criminal Law --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Path (Raw):       Criminal Law --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Neg LogProb(↓):   1.851246
Path Entropy(↓):  2.152300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of a little bit of soul is also the director of which films
Start Entity:     A Little Bit of Soul
Gold Answer:      [['Unfinished Sky']]
Predicted Ans:    Unfinished Sky
Predicted Path:   A Little Bit of Soul --[directed_by]--> Peter Duncan --[(INV) directed_by]--> Unfinished Sky
Path (Raw):       A Little Bit of Soul --[directed_by]--> Peter Duncan --[(INV) directed_by]--> Unfinished Sky --[No Operation]--> Unfinished Sky
Neg LogProb(↓):   0.034646
Path Entropy(↓):  0.148675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in fright also appears in which movies
Start Entity:     Fright
Gold Answer:      [['Goldfinger', 'Gorky Park', 'Mandingo', 'The Hill', 'The Frightened City', 'Lola', 'Straw Dogs', 'Genevieve', 'Penelope', 'To the Devil a Daughter', 'Enter the Ninja', 'Too Late the Hero', 'A Small Town in Texas', 'The Offence', 'The Titfield Thunderbolt']]
Predicted Ans:    Lola
Predicted Path:   Fright --[starred_actors]--> Susan George --[(INV) starred_actors]--> Lola
Path (Raw):       Fright --[starred_actors]--> Susan George --[No Operation]--> Susan George --[(INV) starred_actors]--> Lola
Neg LogProb(↓):   0.329519
Path Entropy(↓):  0.739331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the new year's eve director
Start Entity:     New Year's Eve
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   New Year's Eve --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[in_language]--> English
Path (Raw):       New Year's Eve --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[in_language]--> English
Neg LogProb(↓):   0.000495
Path Entropy(↓):  0.005062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of rough magic also starred in which films
Start Entity:     Rough Magic
Gold Answer:      [['Singles', 'Scandal', 'Cinderella Man', 'Another Year', 'Longford', 'The Sum of Us', 'For the Moment', 'Iris', 'City Hall', 'Virtuosity', 'Proof', 'Kiss of the Dragon', 'Gladiator', 'Break Up', 'Arthur Christmas', 'Lake Placid', 'Robin Hood', 'Red Obsession', 'Tenderness', 'It Could Happen to You', 'The Next Three Days', 'Body of Lies', 'A Good Year', 'Monkeybone', 'Breaking Up', 'L.A. Confidential', 'Point of No Return', 'The Water Diviner', 'The Quick and the Dead', 'The Silver Brumby', 'Gangs of New York', 'Noah', 'Art School Confidential', 'The Insider', 'Single White Female', 'And Starring Pancho Villa as Himself', 'The Road to Wellville', 'South of Heaven, West of Hell', 'American Gangster', 'Snow Queen', 'Les Misérables', 'Broken City', 'Jackie Brown', 'The Iron Lady', 'No Way Back', 'Richard III', 'A Beautiful Mind', 'Life Is Sweet', 'The Man with the Iron Fists', 'Shag', 'Romper Stomper', 'Proof of Life', 'State of Play', 'A Simple Plan']]
Predicted Ans:    Tenderness
Predicted Path:   Rough Magic --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> Tenderness
Path (Raw):       Rough Magic --[starred_actors]--> Russell Crowe --[No Operation]--> Russell Crowe --[(INV) starred_actors]--> Tenderness
Neg LogProb(↓):   0.781597
Path Entropy(↓):  1.976897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for paris, france
Start Entity:     Paris, France
Gold Answer:      [['Jerry Ciccoritti']]
Predicted Ans:    Jerry Ciccoritti
Predicted Path:   Paris, France --[directed_by]--> Jerry Ciccoritti --[(INV) directed_by]--> Net Worth --[directed_by]--> Jerry Ciccoritti
Path (Raw):       Paris, France --[directed_by]--> Jerry Ciccoritti --[(INV) directed_by]--> Net Worth --[directed_by]--> Jerry Ciccoritti
Neg LogProb(↓):   0.062516
Path Entropy(↓):  0.228620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with michelle phillips
Start Entity:     Michelle Phillips
Gold Answer:      [['Warren Oates', 'Carol Kane', 'Rudolf Nureyev', 'Ben Johnson', 'Leslie Caron']]
Predicted Ans:    Michelle Phillips
Predicted Path:   Michelle Phillips --[(INV) starred_actors]--> Valentino --[starred_actors]--> Michelle Phillips
Path (Raw):       Michelle Phillips --[No Operation]--> Michelle Phillips --[(INV) starred_actors]--> Valentino --[starred_actors]--> Michelle Phillips
Neg LogProb(↓):   0.839370
Path Entropy(↓):  1.302680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by meg mazursky were written by who
Start Entity:     Meg Mazursky
Gold Answer:      [['Larry Tucker', 'Paul Mazursky']]
Predicted Ans:    Paul Mazursky
Predicted Path:   Meg Mazursky --[(INV) starred_actors]--> Alex in Wonderland --[written_by]--> Paul Mazursky
Path (Raw):       Meg Mazursky --[No Operation]--> Meg Mazursky --[(INV) starred_actors]--> Alex in Wonderland --[written_by]--> Paul Mazursky
Neg LogProb(↓):   0.010865
Path Entropy(↓):  0.061159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the double
Start Entity:     The Double
Gold Answer:      [['Joe Dunthorne', 'Richard Ayoade']]
Predicted Ans:    Michael Brandt
Predicted Path:   The Double --[directed_by]--> Michael Brandt --[(INV) directed_by]--> The Double --[written_by]--> Michael Brandt
Path (Raw):       The Double --[directed_by]--> Michael Brandt --[(INV) directed_by]--> The Double --[written_by]--> Michael Brandt
Neg LogProb(↓):   0.007627
Path Entropy(↓):  0.052445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie piranha 3d
Start Entity:     Piranha 3D
Gold Answer:      [['Walter Hill', 'John Sayles', 'David Loucka', 'Richard Conlin', 'John Byrum', 'Dick Christie', 'Scott Rosenberg', 'Frank Parkin', 'Tony Giglio', 'David Koepp', 'Patricia Hearst', 'Alvin Moscow', 'Eugene Burdick', 'Patrick Sheane Duncan', 'James Hadley Chase', 'Carl Gottlieb', 'Heywood Gould', 'Jeffrey Price', 'Peter S. Seaman', 'Jim Kouf', 'Barry Levinson', 'Chris Ver Wiel', 'George Lucas', 'Gary K. Wolf', 'David Simkins', 'Roger L. Simon', 'Darryl Ponicsan', 'Andrew Bergman', 'James Burke', 'Lee David Zlotoff', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Guy Bolton', 'Marcelle Maurette', 'Neil Simon', 'Nancy Dowd', 'Jay Cronley', 'Carl Hiaasen', 'David M. Rosenthal', 'Peter Benchley', 'George W. Trendle', 'Fran Striker', 'Harvey Wheeler', 'George A. Romero', 'Paul Schrader', 'Keoni Waxman', 'Joel Oliansky', 'Paul Rudnick', 'Linda Woolverton', 'Paul Mazursky', 'Jon Connolly', "John O'Brien", 'Tom Ackermann', 'Bob Clark', 'Everett De Roche', 'John Landis', 'Sherri Stoner', 'Deanna Oliver', 'Joe Connelly', 'Jonathan Lynn', 'John L. Greene', 'Michael Jackson', 'Paul Gallico', 'Jonathan Hensleigh', 'E. Max Frye', 'Leslie Charteris', 'Wesley Strick', 'Katherine Brooks', 'Mordecai Richler', 'Steven Spielberg', 'Robert Zemeckis', 'Bob Gale', 'James Gunn', 'Reginald Rose', 'Brian Clark', 'Alvin Sargent', 'Robert Mark Kamen', 'Tom Topor', 'Mike Figgis']]
Predicted Ans:    John Badham
Predicted Path:   Piranha 3D --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Path (Raw):       Piranha 3D --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Neg LogProb(↓):   1.438714
Path Entropy(↓):  2.349523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by jeff harlan
Start Entity:     Jeff Harlan
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jeff Harlan --[(INV) starred_actors]--> The Boogens --[has_genre]--> Horror
Path (Raw):       Jeff Harlan --[No Operation]--> Jeff Harlan --[(INV) starred_actors]--> The Boogens --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film paddington released
Start Entity:     Paddington
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Paddington --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Paddington --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   3.001844
Path Entropy(↓):  4.389987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the dying gaul
Start Entity:     The Dying Gaul
Gold Answer:      [['Elyse Friedman']]
Predicted Ans:    Elyse Friedman
Predicted Path:   The Dying Gaul --[directed_by]--> Craig Lucas --[(INV) directed_by]--> Birds of America --[written_by]--> Elyse Friedman
Path (Raw):       The Dying Gaul --[directed_by]--> Craig Lucas --[(INV) directed_by]--> Birds of America --[written_by]--> Elyse Friedman
Neg LogProb(↓):   0.171291
Path Entropy(↓):  0.437403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by andrzej wajda
Start Entity:     Andrzej Wajda
Gold Answer:      [['Ashes and Diamonds', 'The Promised Land', 'Tatarak', 'Danton']]
Predicted Ans:    Danton
Predicted Path:   Andrzej Wajda --[(INV) written_by]--> Danton --[written_by]--> Stanislawa Przybyszewska --[(INV) written_by]--> Danton
Path (Raw):       Andrzej Wajda --[(INV) written_by]--> Danton --[written_by]--> Stanislawa Przybyszewska --[(INV) written_by]--> Danton
Neg LogProb(↓):   0.598585
Path Entropy(↓):  1.365673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie vampyr
Start Entity:     Vampyr
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Vampyr --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Path (Raw):       Vampyr --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Neg LogProb(↓):   1.238241
Path Entropy(↓):  2.247877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is into the white
Start Entity:     Into the White
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Into the White --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Path (Raw):       Into the White --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Neg LogProb(↓):   1.838216
Path Entropy(↓):  2.568056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by hue rhodes
Start Entity:     Hue Rhodes
Gold Answer:      [['Romany Malco', 'Sarah Silverman', 'Steve Buscemi']]
Predicted Ans:    Steve Buscemi
Predicted Path:   Hue Rhodes --[(INV) directed_by]--> Saint John of Las Vegas --[starred_actors]--> Steve Buscemi
Path (Raw):       Hue Rhodes --[No Operation]--> Hue Rhodes --[(INV) directed_by]--> Saint John of Las Vegas --[starred_actors]--> Steve Buscemi
Neg LogProb(↓):   0.464255
Path Entropy(↓):  0.665133
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of begin again
Start Entity:     Begin Again
Gold Answer:      [["What Doesn't Kill You", 'London Boulevard', 'Now You See Me', 'XX/XY', 'Collateral', 'Domino', 'The Avengers', 'Chicago 10', 'Foxcatcher', 'The Last Castle', 'Into the Woods', '13 Going on 30', 'View from the Top', 'A Dangerous Method', 'The Brothers Bloom', 'You Can Count on Me', 'Rumor Has It...', 'Zodiac', 'Sympathy for Delicious', 'Thanks for Sharing', 'Margaret', 'Laggies', 'The Normal Heart', 'The Gruffalo', 'Bend It Like Beckham', 'Last Night']]
Predicted Ans:    Last Night
Predicted Path:   Begin Again --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Last Night
Path (Raw):       Begin Again --[starred_actors]--> Keira Knightley --[No Operation]--> Keira Knightley --[(INV) starred_actors]--> Last Night
Neg LogProb(↓):   0.162440
Path Entropy(↓):  0.511324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was a complete history of my sexual failures released
Start Entity:     A Complete History of My Sexual Failures
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   A Complete History of My Sexual Failures --[written_by]--> Chris Waitt --[(INV) written_by]--> A Complete History of My Sexual Failures --[release_year]--> 2008
Path (Raw):       A Complete History of My Sexual Failures --[written_by]--> Chris Waitt --[(INV) written_by]--> A Complete History of My Sexual Failures --[release_year]--> 2008
Neg LogProb(↓):   0.302772
Path Entropy(↓):  0.574342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by raoul ruiz
Start Entity:     Raoul Ruiz
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Raoul Ruiz --[(INV) written_by]--> Klimt --[in_language]--> English
Path (Raw):       Raoul Ruiz --[No Operation]--> Raoul Ruiz --[(INV) written_by]--> Klimt --[in_language]--> English
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of guillaume depardieu starred movies
Start Entity:     Guillaume Depardieu
Gold Answer:      [['Herman Melville', 'Jacob Berger']]
Predicted Ans:    Jacob Berger
Predicted Path:   Guillaume Depardieu --[(INV) starred_actors]--> A Loving Father --[written_by]--> Jacob Berger
Path (Raw):       Guillaume Depardieu --[No Operation]--> Guillaume Depardieu --[(INV) starred_actors]--> A Loving Father --[written_by]--> Jacob Berger
Neg LogProb(↓):   0.024218
Path Entropy(↓):  0.112954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by jason day
Start Entity:     Jason Day
Gold Answer:      [['Alexis Lloyd']]
Predicted Ans:    Alexis Lloyd
Predicted Path:   Jason Day --[(INV) starred_actors]--> 30 Beats --[directed_by]--> Alexis Lloyd
Path (Raw):       Jason Day --[No Operation]--> Jason Day --[(INV) starred_actors]--> 30 Beats --[directed_by]--> Alexis Lloyd
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie the navigators
Start Entity:     The Navigators
Gold Answer:      [['ken loach']]
Predicted Ans:    ken loach
Predicted Path:   The Navigators --[has_tags]--> ken loach --[(INV) has_tags]--> The Wind That Shakes the Barley --[has_tags]--> ken loach
Path (Raw):       The Navigators --[has_tags]--> ken loach --[(INV) has_tags]--> The Wind That Shakes the Barley --[has_tags]--> ken loach
Neg LogProb(↓):   0.192923
Path Entropy(↓):  0.666142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie pirates of the great salt lake
Start Entity:     Pirates of the Great Salt Lake
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Pirates of the Great Salt Lake --[starred_actors]--> Kirby Heyborne --[(INV) starred_actors]--> Saints and Soldiers --[release_year]--> 2003
Path (Raw):       Pirates of the Great Salt Lake --[starred_actors]--> Kirby Heyborne --[(INV) starred_actors]--> Saints and Soldiers --[release_year]--> 2003
Neg LogProb(↓):   0.063349
Path Entropy(↓):  0.261036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the d. i.
Start Entity:     The D.I.
Gold Answer:      [['Gene Kelly']]
Predicted Ans:    Jack Webb
Predicted Path:   The D.I. --[written_by]--> James Lee Barrett --[(INV) written_by]--> The D.I. --[directed_by]--> Jack Webb
Path (Raw):       The D.I. --[written_by]--> James Lee Barrett --[(INV) written_by]--> The D.I. --[directed_by]--> Jack Webb
Neg LogProb(↓):   0.008195
Path Entropy(↓):  0.049928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed the designated mourner
Start Entity:     The Designated Mourner
Gold Answer:      [['David Hare']]
Predicted Ans:    David Hare
Predicted Path:   The Designated Mourner --[directed_by]--> David Hare --[(INV) directed_by]--> Page Eight --[written_by]--> David Hare
Path (Raw):       The Designated Mourner --[directed_by]--> David Hare --[(INV) directed_by]--> Page Eight --[written_by]--> David Hare
Neg LogProb(↓):   0.167656
Path Entropy(↓):  0.633529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with todd komarnicki
Start Entity:     Todd Komarnicki
Gold Answer:      [['Anita Shreve']]
Predicted Ans:    Anita Shreve
Predicted Path:   Todd Komarnicki --[(INV) written_by]--> Resistance --[written_by]--> Anita Shreve
Path (Raw):       Todd Komarnicki --[No Operation]--> Todd Komarnicki --[(INV) written_by]--> Resistance --[written_by]--> Anita Shreve
Neg LogProb(↓):   0.632639
Path Entropy(↓):  0.691202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was argo released
Start Entity:     Argo
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Argo --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Argo --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.152396
Path Entropy(↓):  4.227049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was heather sears an actor in
Start Entity:     Heather Sears
Gold Answer:      [['Room at the Top', 'The Story of Esther Costello']]
Predicted Ans:    The Story of Esther Costello
Predicted Path:   Heather Sears --[(INV) starred_actors]--> The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello
Path (Raw):       Heather Sears --[(INV) starred_actors]--> The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello
Neg LogProb(↓):   0.275736
Path Entropy(↓):  0.570456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by spencer tracy fall under
Start Entity:     Spencer Tracy
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Spencer Tracy --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Path (Raw):       Spencer Tracy --[No Operation]--> Spencer Tracy --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Neg LogProb(↓):   0.442609
Path Entropy(↓):  1.345370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the untouchables in
Start Entity:     The Untouchables
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Untouchables --[written_by]--> David Mamet --[(INV) written_by]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       The Untouchables --[written_by]--> David Mamet --[(INV) written_by]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.938534
Path Entropy(↓):  0.677407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie ticking clock
Start Entity:     Ticking Clock
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Ticking Clock --[starred_actors]--> Neal McDonough --[(INV) starred_actors]--> Forever Strong --[release_year]--> 2008
Path (Raw):       Ticking Clock --[starred_actors]--> Neal McDonough --[(INV) starred_actors]--> Forever Strong --[release_year]--> 2008
Neg LogProb(↓):   0.003255
Path Entropy(↓):  0.021862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe me and orson welles in a few words
Start Entity:     Me and Orson Welles
Gold Answer:      [['richard linklater', 'zac efron', 'orson welles', 'claire danes']]
Predicted Ans:    zac efron
Predicted Path:   Me and Orson Welles --[has_tags]--> zac efron --[(INV) has_tags]--> Charlie St. Cloud --[has_tags]--> zac efron
Path (Raw):       Me and Orson Welles --[has_tags]--> zac efron --[(INV) has_tags]--> Charlie St. Cloud --[has_tags]--> zac efron
Neg LogProb(↓):   0.000359
Path Entropy(↓):  0.003370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did jaime bayly write the story for
Start Entity:     Jaime Bayly
Gold Answer:      [['La mujer de mi hermano']]
Predicted Ans:    La mujer de mi hermano
Predicted Path:   Jaime Bayly --[(INV) written_by]--> La mujer de mi hermano --[written_by]--> Jaime Bayly --[(INV) written_by]--> La mujer de mi hermano
Path (Raw):       Jaime Bayly --[(INV) written_by]--> La mujer de mi hermano --[written_by]--> Jaime Bayly --[(INV) written_by]--> La mujer de mi hermano
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by terrence malick
Start Entity:     Terrence Malick
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Terrence Malick --[(INV) directed_by]--> The New World --[in_language]--> English
Path (Raw):       Terrence Malick --[No Operation]--> Terrence Malick --[(INV) directed_by]--> The New World --[in_language]--> English
Neg LogProb(↓):   0.001544
Path Entropy(↓):  0.011564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was reinhard klooss the director of
Start Entity:     Reinhard Klooss
Gold Answer:      [['Tarzan', 'Animals United']]
Predicted Ans:    Animals United
Predicted Path:   Reinhard Klooss --[(INV) directed_by]--> Animals United --[directed_by]--> Holger Tappe --[(INV) directed_by]--> Animals United
Path (Raw):       Reinhard Klooss --[(INV) directed_by]--> Animals United --[directed_by]--> Holger Tappe --[(INV) directed_by]--> Animals United
Neg LogProb(↓):   0.009681
Path Entropy(↓):  0.056486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by allegro writers release
Start Entity:     Allegro
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Allegro --[written_by]--> Christoffer Boe --[(INV) written_by]--> Reconstruction --[release_year]--> 2003
Path (Raw):       Allegro --[written_by]--> Christoffer Boe --[(INV) written_by]--> Reconstruction --[release_year]--> 2003
Neg LogProb(↓):   0.010291
Path Entropy(↓):  0.057233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of all that heaven allows
Start Entity:     All That Heaven Allows
Gold Answer:      [['Written on the Wind', 'Sleep, My Love', 'Shockproof', 'Lured', 'Imitation of Life', 'Magnificent Obsession', 'A Time to Love and a Time to Die', 'The Tarnished Angels', 'All I Desire', "There's Always Tomorrow", 'Battle Hymn', 'Meet Me at the Fair']]
Predicted Ans:    A Time to Love and a Time to Die
Predicted Path:   All That Heaven Allows --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> A Time to Love and a Time to Die
Path (Raw):       All That Heaven Allows --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> A Time to Love and a Time to Die --[No Operation]--> A Time to Love and a Time to Die
Neg LogProb(↓):   0.338742
Path Entropy(↓):  1.086877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film broken flowers
Start Entity:     Broken Flowers
Gold Answer:      [['1995', '1980', '2009', '2003', '1989', '1991', '1986', '1984', '2013']]
Predicted Ans:    1980
Predicted Path:   Broken Flowers --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Path (Raw):       Broken Flowers --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Neg LogProb(↓):   0.320131
Path Entropy(↓):  1.073500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of never say never again
Start Entity:     Never Say Never Again
Gold Answer:      [['Richard Harris', 'Sean Connery', 'George C. Scott', 'Joanne Woodward', "Patrick O'Neal", 'Jean Seberg', 'George Segal', 'Faye Dunaway', 'Sterling Hayden', 'Sue Lyon', 'Harry Morgan', 'Eva Marie Saint', 'David Selby', 'Jack Albertson', 'Keenan Wynn', 'Belinda Bauer', 'Tommy Lee Jones', 'Barbra Streisand']]
Predicted Ans:    Faye Dunaway
Predicted Path:   Never Say Never Again --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars --[starred_actors]--> Faye Dunaway
Path (Raw):       Never Say Never Again --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars --[starred_actors]--> Faye Dunaway
Neg LogProb(↓):   0.675541
Path Entropy(↓):  1.295359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of tora! tora! tora! starred who
Start Entity:     Tora! Tora! Tora!
Gold Answer:      [['Ray Milland', 'Richard Attenborough', 'Richard Egan', 'Farley Granger', 'Jane Russell', 'Arnold Schwarzenegger', 'Louis Jourdan', 'Henry Fonda', 'Ernest Borgnine', 'Robert Wagner', 'Donald Pleasence', 'Raquel Welch', 'Silvana Mangano', 'John Hurt', 'Anthony Quinn', 'Sandahl Bergman', 'Paul L. Smith', 'Joan Collins', 'Robert Mitchum', 'Joe Mantegna', 'William Lundigan', 'Al Jolson', 'Jane Alexander', 'Charlton Heston', 'Jeff Corey', 'Marie Windsor', 'Jacqueline White', 'Dorothy Patrick', 'Charles McGraw', 'Broderick Crawford', "Edmond O'Brien", 'Victor Mature', 'Rex Harrison', 'Heather Graham', 'Buddy Ebsen', 'Stephen Boyd', 'Kevin Dillon', 'Glenn Jacobs', 'Susan George', 'Stacy Keach', 'Terry Moore', 'Laurence Olivier', 'Lucie Arnaz', 'Katy Jurado', 'Tony Curtis', 'Janet Leigh', 'Samantha Eggar', 'Anthony Newley', 'Judy Geeson', 'Dean Stockwell', 'Mia Farrow', 'Kirk Douglas', 'Perry King', 'George C. Scott', 'Mako', 'Brigitte Nielsen', 'Wilt Chamberlain', 'Charles Bronson', 'Grace Jones', 'Stephen McNally', 'Vincent Price', 'Charles Boyer', 'Scott Wilson', 'Neil Diamond', 'Bobby Driscoll', 'Colleen Dewhurst', 'Orson Welles', 'Trish Van Devere', 'Tony Musante', 'Bradford Dillman', 'James Mason', 'Arthur Kennedy']]
Predicted Ans:    Charlton Heston
Predicted Path:   Tora! Tora! Tora! --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Soylent Green --[starred_actors]--> Charlton Heston
Path (Raw):       Tora! Tora! Tora! --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Soylent Green --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.044459
Path Entropy(↓):  0.260026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by jennifer morrison fall under
Start Entity:     Jennifer Morrison
Gold Answer:      [['Drama', 'Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jennifer Morrison --[(INV) starred_actors]--> Big Stan --[has_genre]--> Comedy
Path (Raw):       Jennifer Morrison --[No Operation]--> Jennifer Morrison --[(INV) starred_actors]--> Big Stan --[has_genre]--> Comedy
Neg LogProb(↓):   0.050969
Path Entropy(↓):  0.197607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie u - 571 starred who
Start Entity:     U-571
Gold Answer:      [['Bill Paxton', 'Jon Bon Jovi', 'Matthew McConaughey', 'Harvey Keitel']]
Predicted Ans:    Harvey Keitel
Predicted Path:   U-571 --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Lieutenant --[starred_actors]--> Harvey Keitel
Path (Raw):       U-571 --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Lieutenant --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.800440
Path Entropy(↓):  1.424957
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by joseph cedar
Start Entity:     Joseph Cedar
Gold Answer:      [['Aki Avni', 'Lior Ashkenazi']]
Predicted Ans:    Aki Avni
Predicted Path:   Joseph Cedar --[(INV) directed_by]--> Time of Favor --[starred_actors]--> Aki Avni
Path (Raw):       Joseph Cedar --[No Operation]--> Joseph Cedar --[(INV) directed_by]--> Time of Favor --[starred_actors]--> Aki Avni
Neg LogProb(↓):   0.000570
Path Entropy(↓):  0.005253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of carlito's way
Start Entity:     Carlito's Way
Gold Answer:      [['1980', '1970', '1946', '1992', '2006', '1974', '1984', '2007', '1968', '1998', '1973', '1932', '1983', '1976', '1972', '1990', '1989', '2002', '1981', '2012', '1986', '2013', '1978', '2000', '1987', '1969', '1952']]
Predicted Ans:    1993
Predicted Path:   Carlito's Way --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Carlito's Way --[release_year]--> 1993
Path (Raw):       Carlito's Way --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Carlito's Way --[release_year]--> 1993
Neg LogProb(↓):   1.739313
Path Entropy(↓):  2.653586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by john leekley
Start Entity:     John Leekley
Gold Answer:      [['Cathy Moriarty', 'Kathleen Turner', 'Danny Aiello']]
Predicted Ans:    Kathleen Turner
Predicted Path:   John Leekley --[(INV) directed_by]--> Prince of Central Park --[starred_actors]--> Kathleen Turner
Path (Raw):       John Leekley --[No Operation]--> John Leekley --[(INV) directed_by]--> Prince of Central Park --[starred_actors]--> Kathleen Turner
Neg LogProb(↓):   0.229803
Path Entropy(↓):  0.517506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of randy rides alone
Start Entity:     Randy Rides Alone
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Randy Rides Alone --[directed_by]--> Harry L. Fraser --[(INV) directed_by]--> 'Neath the Arizona Skies --[has_genre]--> Western
Path (Raw):       Randy Rides Alone --[directed_by]--> Harry L. Fraser --[(INV) directed_by]--> 'Neath the Arizona Skies --[has_genre]--> Western
Neg LogProb(↓):   0.562301
Path Entropy(↓):  0.683881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote house of strangers
Start Entity:     House of Strangers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   House of Strangers --[written_by]--> Jerome Weidman --[(INV) written_by]--> I Can Get It for You Wholesale --[has_genre]--> Drama
Path (Raw):       House of Strangers --[written_by]--> Jerome Weidman --[(INV) written_by]--> I Can Get It for You Wholesale --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of far out man starred who
Start Entity:     Far Out Man
Gold Answer:      [['Strother Martin', 'Edie Adams', 'Tommy Chong', 'Cheech Marin', 'Sandra Bernhard']]
Predicted Ans:    Cheech Marin
Predicted Path:   Far Out Man --[directed_by]--> Tommy Chong --[(INV) directed_by]--> Nice Dreams --[starred_actors]--> Cheech Marin
Path (Raw):       Far Out Man --[directed_by]--> Tommy Chong --[(INV) directed_by]--> Nice Dreams --[starred_actors]--> Cheech Marin
Neg LogProb(↓):   0.339615
Path Entropy(↓):  0.693637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by christina hendricks
Start Entity:     Christina Hendricks
Gold Answer:      [['John Slattery', 'Alex Metcalf']]
Predicted Ans:    Alex Metcalf
Predicted Path:   Christina Hendricks --[(INV) starred_actors]--> God's Pocket --[written_by]--> Alex Metcalf
Path (Raw):       Christina Hendricks --[No Operation]--> Christina Hendricks --[(INV) starred_actors]--> God's Pocket --[written_by]--> Alex Metcalf
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did robert montgomery star in
Start Entity:     Robert Montgomery
Gold Answer:      [['Forsaking All Others', 'Ride the Pink Horse', 'The Last of Mrs. Cheyney', 'They Were Expendable', 'Hide-Out', 'When Ladies Meet', 'Lady in the Lake', 'Here Comes Mr. Jordan', 'Faithless', 'Rage in Heaven', 'The Man in Possession', 'Our Blushing Brides', 'The Big House']]
Predicted Ans:    Hide-Out
Predicted Path:   Robert Montgomery --[(INV) starred_actors]--> Hide-Out --[starred_actors]--> Maureen O'Sullivan --[(INV) starred_actors]--> Hide-Out
Path (Raw):       Robert Montgomery --[(INV) starred_actors]--> Hide-Out --[starred_actors]--> Maureen O'Sullivan --[(INV) starred_actors]--> Hide-Out
Neg LogProb(↓):   0.477554
Path Entropy(↓):  1.373934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in billy madison
Start Entity:     Billy Madison
Gold Answer:      [['Darren McGavin', 'Bradley Whitford', 'Adam Sandler']]
Predicted Ans:    Darren McGavin
Predicted Path:   Billy Madison --[starred_actors]--> Darren McGavin --[(INV) starred_actors]--> Billy Madison --[starred_actors]--> Darren McGavin
Path (Raw):       Billy Madison --[starred_actors]--> Darren McGavin --[(INV) starred_actors]--> Billy Madison --[starred_actors]--> Darren McGavin
Neg LogProb(↓):   0.004324
Path Entropy(↓):  0.030895
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with berkeley breathed
Start Entity:     Berkeley Breathed
Gold Answer:      [['Simon Wells']]
Predicted Ans:    Berkeley Breathed
Predicted Path:   Berkeley Breathed --[(INV) written_by]--> Mars Needs Moms --[written_by]--> Berkeley Breathed
Path (Raw):       Berkeley Breathed --[No Operation]--> Berkeley Breathed --[(INV) written_by]--> Mars Needs Moms --[written_by]--> Berkeley Breathed
Neg LogProb(↓):   0.001825
Path Entropy(↓):  0.013323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genre of movie is airport
Start Entity:     Airport
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Airport --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Airport --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.853902
Path Entropy(↓):  4.331237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie dead men don't wear plaid
Start Entity:     Dead Men Don't Wear Plaid
Gold Answer:      [['1946', '2008', '2003', '1992', '1959', '1936', '2006', '1979', '2015', '1974', '1984', '1963', '2009', '1957', '1951', '1953', '1994', '1983', '1995', '2001', '1990', '1989', '1942', '1996', '1981', '2012', '2013', '1988', '2000', '1964', '1949', '1997', '1950', '1960', '2005', '1991', '1999', '1987', '1986', '1958']]
Predicted Ans:    2013
Predicted Path:   Dead Men Don't Wear Plaid --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[release_year]--> 2013
Path (Raw):       Dead Men Don't Wear Plaid --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[release_year]--> 2013
Neg LogProb(↓):   1.360616
Path Entropy(↓):  2.885415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by wing chun actors
Start Entity:     Wing Chun
Gold Answer:      [['Ang Lee', 'Danny Boyle', 'István Szabó', 'Luc Besson']]
Predicted Ans:    Danny Boyle
Predicted Path:   Wing Chun --[starred_actors]--> Michelle Yeoh --[(INV) starred_actors]--> Sunshine --[directed_by]--> Danny Boyle
Path (Raw):       Wing Chun --[starred_actors]--> Michelle Yeoh --[(INV) starred_actors]--> Sunshine --[directed_by]--> Danny Boyle
Neg LogProb(↓):   0.043521
Path Entropy(↓):  0.189502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the passport to pimlico director
Start Entity:     Passport to Pimlico
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Passport to Pimlico --[directed_by]--> Henry Cornelius --[(INV) directed_by]--> Genevieve --[has_genre]--> Comedy
Path (Raw):       Passport to Pimlico --[directed_by]--> Henry Cornelius --[(INV) directed_by]--> Genevieve --[has_genre]--> Comedy
Neg LogProb(↓):   0.548887
Path Entropy(↓):  0.681057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with edgar kennedy
Start Entity:     Edgar Kennedy
Gold Answer:      [['Dick Powell', 'Linda Darnell', 'Jack Oakie']]
Predicted Ans:    Dick Powell
Predicted Path:   Edgar Kennedy --[(INV) starred_actors]--> It Happened Tomorrow --[starred_actors]--> Dick Powell
Path (Raw):       Edgar Kennedy --[No Operation]--> Edgar Kennedy --[(INV) starred_actors]--> It Happened Tomorrow --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.000242
Path Entropy(↓):  0.002479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for 99 and 44 / 100 % dead
Start Entity:     99 and 44/100% Dead
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   99 and 44/100% Dead --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       99 and 44/100% Dead --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.809862
Path Entropy(↓):  3.443967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the formula
Start Entity:     The Formula
Gold Answer:      [['Peter Falk', 'Rose Byrne', 'Lesley Ann Warren', 'Buster Keaton', 'Kathryn Walker', 'Tye Sheridan', 'Abhishek Bachchan', 'Burt Reynolds', 'Deepika Padukone', 'Jack Lemmon', 'Christopher Atkins', 'Nicolas Cage', 'Claude Lelouch', 'Cathy Moriarty', 'Ronnie Gene Blevins', 'Jaden Smith', 'Robyn Lively', 'Ralph Macchio', 'Elisabeth Shue', 'Sylvester Stallone', 'Susan Sarandon', 'Dan Aykroyd', 'John Belushi', 'Jackie Chan', 'Jerry Reed', 'Seth Rogen', 'Morgan Freeman', 'Talia Shire', 'Burt Young', 'Carl Weathers', 'Jack Gilford', 'Laurie Heineman']]
Predicted Ans:    Rose Byrne
Predicted Path:   The Formula --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[starred_actors]--> Rose Byrne
Path (Raw):       The Formula --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[starred_actors]--> Rose Byrne
Neg LogProb(↓):   0.729600
Path Entropy(↓):  1.570893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of cruising
Start Entity:     Cruising
Gold Answer:      [['Uwe Boll', 'William Friedkin', 'Andrew Davis']]
Predicted Ans:    William Friedkin
Predicted Path:   Cruising --[written_by]--> William Friedkin --[(INV) written_by]--> Rampage --[directed_by]--> William Friedkin
Path (Raw):       Cruising --[written_by]--> William Friedkin --[(INV) written_by]--> Rampage --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.528010
Path Entropy(↓):  0.752468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the pursuit of happiness
Start Entity:     The Pursuit of Happiness
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   The Pursuit of Happiness --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       The Pursuit of Happiness --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   2.306744
Path Entropy(↓):  4.203713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did carlos diegues direct
Start Entity:     Carlos Diegues
Gold Answer:      [['God Is Brazilian', 'Orfeu']]
Predicted Ans:    Orfeu
Predicted Path:   Carlos Diegues --[(INV) written_by]--> Orfeu --[written_by]--> Carlos Diegues --[(INV) written_by]--> Orfeu
Path (Raw):       Carlos Diegues --[(INV) written_by]--> Orfeu --[written_by]--> Carlos Diegues --[(INV) written_by]--> Orfeu
Neg LogProb(↓):   0.200561
Path Entropy(↓):  0.541297
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of three smart girls
Start Entity:     Three Smart Girls
Gold Answer:      [['June Allyson', 'Leslie Nielsen', 'Steve Martin', 'Robert Keith', 'Marlene Dietrich', 'Walter Slezak', 'Josephine Hull', 'Hugh Marlowe', 'Cary Grant', 'James Stewart', 'Marlon Brando', 'Richard Todd', 'Celeste Holm', 'David Niven', 'Audrey Dalton', 'Robert Douglas', 'Jennifer Jones', 'Victor Mature', 'Dan Dailey', 'Charles Laughton', 'Kipp Hamilton', 'Viveca Lindfors', 'Debbie Reynolds', 'Barbara Bates', 'Jimmy Durante', 'Nan Grey', 'Helen Parrish', 'Audrey Meadows', 'Olivia de Havilland', 'Kathryn Grayson', 'Robert Stack', 'Robert Cummings', 'Carole Lombard', 'William Powell', 'Michael Rennie', 'Elsa Lanchester', 'Sandra Dee', 'Danny Kaye', 'Fabian', 'Stuart Whitman', 'Tom Tryon', 'Loretta Young', 'Peggy Wood', 'Richard Burton', 'Deanna Durbin', 'Ronald Squire', 'Rick Moranis', 'Jean Simmons', 'Betty Grable', 'Jean Peters', 'Jessie Royce Landis', 'Lauritz Melchior', 'Joan Cusack', 'Merle Oberon', "Maureen O'Hara", 'Harry Anderson', 'Leopold Stokowski']]
Predicted Ans:    Richard Burton
Predicted Path:   Three Smart Girls --[directed_by]--> Henry Koster --[(INV) directed_by]--> The Robe --[starred_actors]--> Richard Burton
Path (Raw):       Three Smart Girls --[directed_by]--> Henry Koster --[(INV) directed_by]--> The Robe --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.511369
Path Entropy(↓):  1.303065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film trilogy of terror ii
Start Entity:     Trilogy of Terror II
Gold Answer:      [['Dan Curtis']]
Predicted Ans:    Dan Curtis
Predicted Path:   Trilogy of Terror II --[written_by]--> Dan Curtis --[(INV) written_by]--> Night of Dark Shadows --[written_by]--> Dan Curtis
Path (Raw):       Trilogy of Terror II --[written_by]--> Dan Curtis --[(INV) written_by]--> Night of Dark Shadows --[written_by]--> Dan Curtis
Neg LogProb(↓):   0.093497
Path Entropy(↓):  0.356988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by lars von trier were in which languages
Start Entity:     Lars von Trier
Gold Answer:      [['Danish', 'German']]
Predicted Ans:    Danish
Predicted Path:   Lars von Trier --[(INV) directed_by]--> The Boss of It All --[in_language]--> Danish
Path (Raw):       Lars von Trier --[No Operation]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[in_language]--> Danish
Neg LogProb(↓):   0.001362
Path Entropy(↓):  0.011437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of breach
Start Entity:     Breach
Gold Answer:      [['Billy Ray', 'William Rotko', 'Adam Mazer']]
Predicted Ans:    Adam Mazer
Predicted Path:   Breach --[written_by]--> Adam Mazer --[(INV) written_by]--> Breach --[written_by]--> Adam Mazer
Path (Raw):       Breach --[written_by]--> Adam Mazer --[(INV) written_by]--> Breach --[written_by]--> Adam Mazer
Neg LogProb(↓):   0.111266
Path Entropy(↓):  0.459776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did david rayfiel write
Start Entity:     David Rayfiel
Gold Answer:      [['Three Days of the Condor', 'Sabrina']]
Predicted Ans:    Three Days of the Condor
Predicted Path:   David Rayfiel --[(INV) written_by]--> Three Days of the Condor --[written_by]--> David Rayfiel --[(INV) written_by]--> Three Days of the Condor
Path (Raw):       David Rayfiel --[(INV) written_by]--> Three Days of the Condor --[written_by]--> David Rayfiel --[(INV) written_by]--> Three Days of the Condor
Neg LogProb(↓):   0.426373
Path Entropy(↓):  1.026574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote le bonheur
Start Entity:     Le Bonheur
Gold Answer:      [['Agnès Varda']]
Predicted Ans:    Agnès Varda
Predicted Path:   Le Bonheur --[written_by]--> Agnès Varda --[(INV) written_by]--> Le Bonheur --[directed_by]--> Agnès Varda
Path (Raw):       Le Bonheur --[written_by]--> Agnès Varda --[(INV) written_by]--> Le Bonheur --[directed_by]--> Agnès Varda
Neg LogProb(↓):   0.723899
Path Entropy(↓):  1.269145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of gory gory hallelujah
Start Entity:     Gory Gory Hallelujah
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Gory Gory Hallelujah --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Gory Gory Hallelujah --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.451114
Path Entropy(↓):  4.699067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by charles bronson
Start Entity:     Charles Bronson
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Charles Bronson --[(INV) starred_actors]--> The Valachi Papers --[has_genre]--> Crime
Path (Raw):       Charles Bronson --[No Operation]--> Charles Bronson --[(INV) starred_actors]--> The Valachi Papers --[has_genre]--> Crime
Neg LogProb(↓):   0.062743
Path Entropy(↓):  0.274219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film bubble
Start Entity:     Bubble
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Bubble --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Bubble --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.053280
Path Entropy(↓):  4.429712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the godfather in
Start Entity:     The Godfather
Gold Answer:      [['English', 'Romanian', 'German']]
Predicted Ans:    Italian
Predicted Path:   The Godfather --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Path (Raw):       The Godfather --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.625874
Path Entropy(↓):  1.023552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described with youth
Start Entity:     youth
Gold Answer:      [['Rebel Without a Cause', 'Swing Kids']]
Predicted Ans:    Rebel Without a Cause
Predicted Path:   youth --[(INV) has_tags]--> Rebel Without a Cause --[has_tags]--> james dean --[(INV) has_tags]--> Rebel Without a Cause
Path (Raw):       youth --[(INV) has_tags]--> Rebel Without a Cause --[has_tags]--> james dean --[(INV) has_tags]--> Rebel Without a Cause
Neg LogProb(↓):   0.010338
Path Entropy(↓):  0.064782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the ladies man
Start Entity:     The Ladies Man
Gold Answer:      [['Reginald Hudlin']]
Predicted Ans:    Jerry Lewis
Predicted Path:   The Ladies Man --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> The Bellboy --[directed_by]--> Jerry Lewis
Path (Raw):       The Ladies Man --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> The Bellboy --[directed_by]--> Jerry Lewis
Neg LogProb(↓):   0.690622
Path Entropy(↓):  0.891890
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films starred by actors in rachel getting married
Start Entity:     Rachel Getting Married
Gold Answer:      [['Tonga', 'French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Rachel Getting Married --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Rachel Getting Married --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.003295
Path Entropy(↓):  0.024127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of zombies of mora tau
Start Entity:     Zombies of Mora Tau
Gold Answer:      [['Richard Denning', 'Michael Granger']]
Predicted Ans:    Richard Denning
Predicted Path:   Zombies of Mora Tau --[directed_by]--> Edward L. Cahn --[(INV) directed_by]--> Creature with the Atom Brain --[starred_actors]--> Richard Denning
Path (Raw):       Zombies of Mora Tau --[directed_by]--> Edward L. Cahn --[(INV) directed_by]--> Creature with the Atom Brain --[starred_actors]--> Richard Denning
Neg LogProb(↓):   0.003469
Path Entropy(↓):  0.023151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film mike's murder were in which genres
Start Entity:     Mike's Murder
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Mike's Murder --[starred_actors]--> Debra Winger --[(INV) starred_actors]--> Forget Paris --[has_genre]--> Comedy
Path (Raw):       Mike's Murder --[starred_actors]--> Debra Winger --[(INV) starred_actors]--> Forget Paris --[has_genre]--> Comedy
Neg LogProb(↓):   0.042486
Path Entropy(↓):  0.212436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by keith gordon released
Start Entity:     Keith Gordon
Gold Answer:      [['1986', '1980', '1983', '1946']]
Predicted Ans:    1983
Predicted Path:   Keith Gordon --[(INV) starred_actors]--> Christine --[release_year]--> 1983
Path (Raw):       Keith Gordon --[No Operation]--> Keith Gordon --[(INV) starred_actors]--> Christine --[release_year]--> 1983
Neg LogProb(↓):   0.496982
Path Entropy(↓):  0.910333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by jessica kaplan
Start Entity:     Jessica Kaplan
Gold Answer:      [['Barbara Kopple']]
Predicted Ans:    Barbara Kopple
Predicted Path:   Jessica Kaplan --[(INV) written_by]--> Havoc --[directed_by]--> Barbara Kopple
Path (Raw):       Jessica Kaplan --[No Operation]--> Jessica Kaplan --[(INV) written_by]--> Havoc --[directed_by]--> Barbara Kopple
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of along came polly
Start Entity:     Along Came Polly
Gold Answer:      [['Safe Men', 'I Love You, Man', 'Meet the Parents']]
Predicted Ans:    Meet the Parents
Predicted Path:   Along Came Polly --[written_by]--> John Hamburg --[(INV) written_by]--> Meet the Parents
Path (Raw):       Along Came Polly --[written_by]--> John Hamburg --[(INV) written_by]--> Meet the Parents --[No Operation]--> Meet the Parents
Neg LogProb(↓):   0.681840
Path Entropy(↓):  1.177360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the pilgrim, when was it released
Start Entity:     The Pilgrim
Gold Answer:      [['1923']]
Predicted Ans:    1923
Predicted Path:   The Pilgrim --[release_year]--> 1923 --[(INV) release_year]--> Our Hospitality --[release_year]--> 1923
Path (Raw):       The Pilgrim --[release_year]--> 1923 --[(INV) release_year]--> Our Hospitality --[release_year]--> 1923
Neg LogProb(↓):   1.310882
Path Entropy(↓):  1.840358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of gorgeous
Start Entity:     Gorgeous
Gold Answer:      [['Police Story', 'The Young Master', 'Police Story 2', 'Who Am I?', 'Project A', 'The Fearless Hyena', 'Little Big Soldier', 'Forbidden City Cop']]
Predicted Ans:    Who Am I?
Predicted Path:   Gorgeous --[written_by]--> Jackie Chan --[(INV) written_by]--> Who Am I?
Path (Raw):       Gorgeous --[written_by]--> Jackie Chan --[(INV) written_by]--> Who Am I? --[No Operation]--> Who Am I?
Neg LogProb(↓):   0.231003
Path Entropy(↓):  0.857007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by william gibson were released in which years
Start Entity:     William Gibson
Gold Answer:      [['1995', '1998', '1955', '1962']]
Predicted Ans:    1998
Predicted Path:   William Gibson --[(INV) written_by]--> New Rose Hotel --[release_year]--> 1998
Path (Raw):       William Gibson --[No Operation]--> William Gibson --[(INV) written_by]--> New Rose Hotel --[release_year]--> 1998
Neg LogProb(↓):   0.079215
Path Entropy(↓):  0.284177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by dwayne johnson
Start Entity:     Dwayne Johnson
Gold Answer:      [['Brett Ratner', 'Ric Roman Waugh', 'Jorge Blanco', 'Ron Clements', 'John Musker', 'Dito Montiel', 'Andy Fickman']]
Predicted Ans:    Ron Clements
Predicted Path:   Dwayne Johnson --[(INV) starred_actors]--> Hercules --[directed_by]--> Ron Clements
Path (Raw):       Dwayne Johnson --[No Operation]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[directed_by]--> Ron Clements
Neg LogProb(↓):   0.280620
Path Entropy(↓):  0.829839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for fire
Start Entity:     Fire
Gold Answer:      [['Deepa Mehta']]
Predicted Ans:    Deepa Mehta
Predicted Path:   Fire --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[written_by]--> Deepa Mehta
Path (Raw):       Fire --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[written_by]--> Deepa Mehta
Neg LogProb(↓):   0.005231
Path Entropy(↓):  0.033428
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie overnight
Start Entity:     Overnight
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Overnight --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Overnight --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.455758
Path Entropy(↓):  3.834003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for get smart
Start Entity:     Get Smart
Gold Answer:      [['Buck Henry', 'Mel Brooks']]
Predicted Ans:    Mel Brooks
Predicted Path:   Get Smart --[written_by]--> Mel Brooks --[(INV) written_by]--> High Anxiety --[written_by]--> Mel Brooks
Path (Raw):       Get Smart --[written_by]--> Mel Brooks --[(INV) written_by]--> High Anxiety --[written_by]--> Mel Brooks
Neg LogProb(↓):   0.734527
Path Entropy(↓):  0.894590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film taps
Start Entity:     Taps
Gold Answer:      [['Will Beall', 'Franco Zeffirelli', 'Paddy Chayefsky', 'James Goldman', 'Norman Panama', 'Dennis Lehane', 'Ronald Harwood', 'Ronald Shusett', 'Jon Povill', 'David Koepp', 'Sheldon Keller', 'Russell Hunter', 'Edwin Torres', 'Tom Holland', 'Ladislas Farago', 'William Peter Blatty', 'Stephen King', 'Tim Robbins', 'Moira Buffini', 'Edward Neumeier', 'Art Linson', 'Nelson Gidding', 'Henry Kuttner', 'Chip Proser', 'John Drimmer', 'Tom Malloy', 'Trent Harris', 'Mark Bomback', 'James Jones', 'Sean Penn', 'James Toback', 'Dennis McIntyre', 'Sally Potter', 'Nedrick Young', 'Frank Deford', 'Terry Davis', 'John Cassavetes', 'Robert Rossen', 'John Kohn', 'Robert Getchell', 'Woody Guthrie', 'Buck Henry', 'Robert Merle', 'Lawrence B. Marcus', 'John Haase', 'Melvin Frank', 'Judith Guest', 'Guillermo Arriaga', 'Sidney Carroll', 'Frederick Forsyth', 'Edward Levy', 'Larry Gelbart', "Dan O'Bannon", 'Ken Solarz', 'Ernest Hemingway', 'Dustin Lance Black', 'James Dickey', 'Robert Bentley', 'Tony Kenrick', 'Paolo Sorrentino', 'Thomas Vinterberg', 'David Lean', 'Robert Lindsey', 'Philip K. Dick', 'Niels Mueller', 'Don MacPherson', 'Ranald MacDougall', 'Jon Robin Baitz', 'Francis Ford Coppola', 'George A. Romero', 'Paul Schrader', 'Joseph Wambaugh', 'Pete Travis', 'Kevin Falls', 'Tom Engelman', 'Rod Lurie', 'Terrence Malick', 'Albert Husson', 'Jessie Nelson', 'Umberto Contarello', 'Edmund H. North', 'William Link', 'Richard Levinson', 'Michael M. Mooney', 'Eddie Murphy', 'Brian Helgeland', 'Charles Dickens', 'Gary Goldman', 'David Rabe', 'Daniel Lang', 'Jim Agnew', 'Sean Keller', 'Harold Jacob Smith', 'Jerome Lawrence', 'Bruce A. Evans', 'Steven Zaillian', 'Raynold Gideon', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Guy Owen', 'Robert Zemeckis', 'Cameron Crowe', 'Michael Miner', 'Kurt Wimmer', 'Robert Penn Warren', 'Alvin Sargent', 'Kristine Johnson', 'Helen Prejean', 'Robert Stevenson', 'John Ridley', 'José Torres']]
Predicted Ans:    Terrence Malick
Predicted Path:   Taps --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       Taps --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.690420
Path Entropy(↓):  1.511791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the china syndrome
Start Entity:     The China Syndrome
Gold Answer:      [['Timothy Bottoms', 'Debra Winger', 'Clint Eastwood', 'Mark Keyloun', 'John Houseman', 'Lindsay Wagner']]
Predicted Ans:    Debra Winger
Predicted Path:   The China Syndrome --[written_by]--> James Bridges --[(INV) written_by]--> Mike's Murder --[starred_actors]--> Debra Winger
Path (Raw):       The China Syndrome --[written_by]--> James Bridges --[(INV) written_by]--> Mike's Murder --[starred_actors]--> Debra Winger
Neg LogProb(↓):   0.067358
Path Entropy(↓):  0.248469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by barbara carrera were in which languages
Start Entity:     Barbara Carrera
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Barbara Carrera --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       Barbara Carrera --[No Operation]--> Barbara Carrera --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   0.714729
Path Entropy(↓):  0.796395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in happy new year
Start Entity:     Happy New Year
Gold Answer:      [['English', 'Hindi', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Happy New Year --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Path (Raw):       Happy New Year --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   0.279182
Path Entropy(↓):  0.615639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by donna frotscher were written by who
Start Entity:     Donna Frotscher
Gold Answer:      [['Brett Piper']]
Predicted Ans:    Brett Piper
Predicted Path:   Donna Frotscher --[(INV) starred_actors]--> They Bite --[written_by]--> Brett Piper
Path (Raw):       Donna Frotscher --[No Operation]--> Donna Frotscher --[(INV) starred_actors]--> They Bite --[written_by]--> Brett Piper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by frederic raphael
Start Entity:     Frederic Raphael
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Frederic Raphael --[(INV) written_by]--> Darling --[in_language]--> Swedish
Path (Raw):       Frederic Raphael --[No Operation]--> Frederic Raphael --[(INV) written_by]--> Darling --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film period of adjustment were in which genres
Start Entity:     Period of Adjustment
Gold Answer:      [['Drama', 'Family', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Period of Adjustment --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[has_genre]--> Drama
Path (Raw):       Period of Adjustment --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[has_genre]--> Drama
Neg LogProb(↓):   0.051509
Path Entropy(↓):  0.244585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the fists in the pocket director
Start Entity:     Fists in the Pocket
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Fists in the Pocket --[directed_by]--> Marco Bellocchio --[(INV) directed_by]--> The Wedding Director --[in_language]--> Italian
Path (Raw):       Fists in the Pocket --[directed_by]--> Marco Bellocchio --[(INV) directed_by]--> The Wedding Director --[in_language]--> Italian
Neg LogProb(↓):   0.359702
Path Entropy(↓):  0.819004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of la dolce vita starred who
Start Entity:     La Dolce Vita
Gold Answer:      [['Mario Pisu', 'Jane Fonda', 'Richard Basehart', 'Anthony Quinn', 'Franco Fabrizi', 'Franco Interlenghi', 'Valentina Cortese', 'Marcello Mastroianni', 'Broderick Crawford', 'Alain Delon', 'Terence Stamp', 'Brigitte Bardot', 'Federico Fellini', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Brunella Bovo', 'Sandra Milo', 'Peppino De Filippo', 'Carla Del Poggio']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   La Dolce Vita --[directed_by]--> Federico Fellini --[(INV) directed_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Path (Raw):       La Dolce Vita --[directed_by]--> Federico Fellini --[(INV) directed_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   1.149002
Path Entropy(↓):  2.167727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the adventures of tintin was directed by who
Start Entity:     The Adventures of Tintin
Gold Answer:      [['Steven Spielberg']]
Predicted Ans:    Steven Spielberg
Predicted Path:   The Adventures of Tintin --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Duel --[directed_by]--> Steven Spielberg
Path (Raw):       The Adventures of Tintin --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Duel --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   1.265057
Path Entropy(↓):  1.971212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director carl gottlieb co - directed films with who
Start Entity:     Carl Gottlieb
Gold Answer:      [['John Landis', 'Joe Dante', 'Robert K. Weiss', 'Peter Horton']]
Predicted Ans:    John Landis
Predicted Path:   Carl Gottlieb --[(INV) directed_by]--> Amazon Women on the Moon --[directed_by]--> John Landis
Path (Raw):       Carl Gottlieb --[No Operation]--> Carl Gottlieb --[(INV) directed_by]--> Amazon Women on the Moon --[directed_by]--> John Landis
Neg LogProb(↓):   0.085898
Path Entropy(↓):  0.342241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor martha raye acted together with who
Start Entity:     Martha Raye
Gold Answer:      [['Bing Crosby', 'Stephen Boyd', 'Andy Devine', 'Ole Olsen', 'Chic Johnson', 'Doris Day', 'Mary Carlisle', 'Jimmy Durante']]
Predicted Ans:    Bing Crosby
Predicted Path:   Martha Raye --[(INV) starred_actors]--> Double or Nothing --[starred_actors]--> Bing Crosby
Path (Raw):       Martha Raye --[No Operation]--> Martha Raye --[(INV) starred_actors]--> Double or Nothing --[starred_actors]--> Bing Crosby
Neg LogProb(↓):   0.626259
Path Entropy(↓):  1.352538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed hideaway
Start Entity:     Hideaway
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Hideaway --[directed_by]--> Brett Leonard --[(INV) directed_by]--> The Dead Pit --[has_genre]--> Horror
Path (Raw):       Hideaway --[directed_by]--> Brett Leonard --[(INV) directed_by]--> The Dead Pit --[has_genre]--> Horror
Neg LogProb(↓):   0.058819
Path Entropy(↓):  0.242982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is cake
Start Entity:     Cake
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   Cake --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Cake --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.134818
Path Entropy(↓):  4.798762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share writers with the last winter fall under
Start Entity:     The Last Winter
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Last Winter --[written_by]--> Larry Fessenden --[(INV) written_by]--> Wendigo --[has_genre]--> Horror
Path (Raw):       The Last Winter --[written_by]--> Larry Fessenden --[(INV) written_by]--> Wendigo --[has_genre]--> Horror
Neg LogProb(↓):   0.004322
Path Entropy(↓):  0.031116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of iron eagle ii starred who
Start Entity:     Iron Eagle II
Gold Answer:      [['Dolph Lundgren', 'Stan Shaw', 'Michael Lembeck', 'Jason Gedrick', 'Andrew Stevens']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Iron Eagle II --[written_by]--> Sidney J. Furie --[(INV) written_by]--> Direct Action --[starred_actors]--> Dolph Lundgren
Path (Raw):       Iron Eagle II --[written_by]--> Sidney J. Furie --[(INV) written_by]--> Direct Action --[starred_actors]--> Dolph Lundgren
Neg LogProb(↓):   0.000334
Path Entropy(↓):  0.003363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of executive suite
Start Entity:     Executive Suite
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Julie Andrews', 'Rossana Podestà', 'Theodore Bikel', 'Simon Oakland', 'Walter Slezak', 'Keanu Reeves', 'Jacques Sernas', 'Lawrence Tierney', 'Claire Trevor', 'Hugh Marlowe', 'Andrew McCarthy', 'Julie Harris', 'David Wayne', 'Anthony Hopkins', 'Candice Bergen', 'Richard Basehart', 'Russ Tamblyn', 'Robert Mitchum', 'Susan Hayward', 'Valentina Cortese', 'William Lundigan', 'Paul Douglas', 'Audrey Totter', 'Ruby Dee', 'Bela Lugosi', 'Stanley Baker', 'Christopher Plummer', 'Richard Johnson', 'Kate Reid', 'Patricia Neal', 'Cedric Hardwicke', 'Lili Taylor', 'Owen Wilson', 'James Cagney', 'Michael Rennie', 'Harry Belafonte', 'Barbara Bel Geddes', 'Shirley MacLaine', 'Liam Neeson', 'Robert Ryan', 'Richard Crenna', 'Claire Bloom', 'Boris Karloff', 'Richard Burton', 'Nastassja Kinski', 'George C. Scott', 'Anthony Franciosa', 'Marsha Mason', 'Arthur Hill', 'Jean Simmons', 'Nick Offerman', 'Jess Weixler', 'Susan Swift', 'Keith Poulson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'Rita Moreno', 'Richard Beymer', 'James Olson']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Executive Suite --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves
Path (Raw):       Executive Suite --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.099763
Path Entropy(↓):  0.434126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of la grande illusion
Start Entity:     La Grande Illusion
Gold Answer:      [['Odoardo Spadaro', 'Joan Bennett', 'Mila Parély', 'Paulette Dubost', 'Nora Gregor', 'Édouard Delmont', 'Sissy Spacek', 'Ingrid Bergman', 'Anna Magnani', 'Robert Ryan', 'Charles Blavette', 'Jean Gabin', 'Celia Montalván', 'Jean Marais', 'María Félix', 'Esmond Knight', 'Arthur Shields', 'Nora Swinburne', 'Mel Gibson', 'Charles Bickford']]
Predicted Ans:    Jean Gabin
Predicted Path:   La Grande Illusion --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       La Grande Illusion --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.068662
Path Entropy(↓):  0.256534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is replicant
Start Entity:     Replicant
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Replicant --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Replicant --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.275893
Path Entropy(↓):  2.890694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the messenger
Start Entity:     The Messenger
Gold Answer:      [['Pierce Brosnan', 'Woody Harrelson', 'Sarah Shahi', 'Patricia Clarkson', 'Sung Kang', 'Billy Crudup', 'Sylvester Stallone', 'Chris Cooper']]
Predicted Ans:    Woody Harrelson
Predicted Path:   The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[starred_actors]--> Woody Harrelson
Path (Raw):       The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[starred_actors]--> Woody Harrelson
Neg LogProb(↓):   0.006362
Path Entropy(↓):  0.043085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by curly sue actors
Start Entity:     Curly Sue
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Curly Sue --[starred_actors]--> Kelly Lynch --[(INV) starred_actors]--> Mr. Magoo --[in_language]--> English
Path (Raw):       Curly Sue --[starred_actors]--> Kelly Lynch --[(INV) starred_actors]--> Mr. Magoo --[in_language]--> English
Neg LogProb(↓):   0.002111
Path Entropy(↓):  0.016347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by rob stefaniuk
Start Entity:     Rob Stefaniuk
Gold Answer:      [['Suck']]
Predicted Ans:    Suck
Predicted Path:   Rob Stefaniuk --[(INV) written_by]--> Suck --[written_by]--> Rob Stefaniuk --[(INV) written_by]--> Suck
Path (Raw):       Rob Stefaniuk --[(INV) written_by]--> Suck --[written_by]--> Rob Stefaniuk --[(INV) written_by]--> Suck
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was ken friedman a writer on
Start Entity:     Ken Friedman
Gold Answer:      [['Johnny Handsome', 'Bad Girls']]
Predicted Ans:    Bad Girls
Predicted Path:   Ken Friedman --[(INV) written_by]--> Bad Girls --[written_by]--> Yolande Turner --[(INV) written_by]--> Bad Girls
Path (Raw):       Ken Friedman --[(INV) written_by]--> Bad Girls --[written_by]--> Yolande Turner --[(INV) written_by]--> Bad Girls
Neg LogProb(↓):   0.009302
Path Entropy(↓):  0.056046
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by marlon wayans were in which genres
Start Entity:     Marlon Wayans
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[has_genre]--> Comedy
Path (Raw):       Marlon Wayans --[No Operation]--> Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[has_genre]--> Comedy
Neg LogProb(↓):   0.383988
Path Entropy(↓):  0.836862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by john m. stahl released
Start Entity:     John M. Stahl
Gold Answer:      [['1934', '1944', '1959', '1947', '1945']]
Predicted Ans:    1947
Predicted Path:   John M. Stahl --[(INV) directed_by]--> Forever Amber --[release_year]--> 1947
Path (Raw):       John M. Stahl --[No Operation]--> John M. Stahl --[(INV) directed_by]--> Forever Amber --[release_year]--> 1947
Neg LogProb(↓):   0.268258
Path Entropy(↓):  0.652253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of fred claus
Start Entity:     Fred Claus
Gold Answer:      [['Jessie Nelson', 'Anne Fletcher']]
Predicted Ans:    David Dobkin
Predicted Path:   Fred Claus --[written_by]--> Dan Fogelman --[(INV) written_by]--> Fred Claus --[directed_by]--> David Dobkin
Path (Raw):       Fred Claus --[written_by]--> Dan Fogelman --[(INV) written_by]--> Fred Claus --[directed_by]--> David Dobkin
Neg LogProb(↓):   0.100282
Path Entropy(↓):  0.316218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie madame bovary were released in which years
Start Entity:     Madame Bovary
Gold Answer:      [['1980', '1946', '1954', '1944', '2008', '2003', '1992', '1959', '1916', '1936', '2006', '2015', '1941', '1974', '1977', '1968', '1963', '2009', '1957', '1951', '2004', '1982', '1953', '1947', '1994', '1956', '1931', '1943', '1983', '1976', '1948', '2001', '1989', '1942', '1996', '1937', '2002', '1981', '2012', '1955', '2013', '1962', '1988', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '2000', '1960', '1965', '1945', '1987', '1969', '1952', '1958']]
Predicted Ans:    2002
Predicted Path:   Madame Bovary --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> 8 Women --[release_year]--> 2002
Path (Raw):       Madame Bovary --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> 8 Women --[release_year]--> 2002
Neg LogProb(↓):   1.141838
Path Entropy(↓):  2.520345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film paid in full
Start Entity:     Paid in Full
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Paid in Full --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Paid in Full --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.707375
Path Entropy(↓):  4.797562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of desperate hours
Start Entity:     Desperate Hours
Gold Answer:      [['Franklin J. Schaffner', 'Mike Newell', 'William Wyler', 'Tim Burton']]
Predicted Ans:    Michael Cimino
Predicted Path:   Desperate Hours --[written_by]--> Mark Rosenthal --[(INV) written_by]--> Desperate Hours --[directed_by]--> Michael Cimino
Path (Raw):       Desperate Hours --[written_by]--> Mark Rosenthal --[(INV) written_by]--> Desperate Hours --[directed_by]--> Michael Cimino
Neg LogProb(↓):   0.828547
Path Entropy(↓):  1.040475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in klaus maria brandauer acted films
Start Entity:     Klaus Maria Brandauer
Gold Answer:      [['Hungarian', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Klaus Maria Brandauer --[(INV) starred_actors]--> White Fang --[in_language]--> Italian
Path (Raw):       Klaus Maria Brandauer --[No Operation]--> Klaus Maria Brandauer --[(INV) starred_actors]--> White Fang --[in_language]--> Italian
Neg LogProb(↓):   0.062143
Path Entropy(↓):  0.229116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the goonies
Start Entity:     The Goonies
Gold Answer:      [['1995', '1980', '1976', '1978', '1997', '1988', '1998', '2003', '1992', '1989', '1982', '2006', '1985', '1994', '1981', '1987', '1961']]
Predicted Ans:    2003
Predicted Path:   The Goonies --[directed_by]--> Richard Donner --[(INV) directed_by]--> Timeline --[release_year]--> 2003
Path (Raw):       The Goonies --[directed_by]--> Richard Donner --[(INV) directed_by]--> Timeline --[release_year]--> 2003
Neg LogProb(↓):   1.308064
Path Entropy(↓):  2.129479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did john call act in
Start Entity:     John Call
Gold Answer:      [['Santa Claus Conquers the Martians']]
Predicted Ans:    Santa Claus Conquers the Martians
Predicted Path:   John Call --[(INV) starred_actors]--> Santa Claus Conquers the Martians --[starred_actors]--> John Call --[(INV) starred_actors]--> Santa Claus Conquers the Martians
Path (Raw):       John Call --[(INV) starred_actors]--> Santa Claus Conquers the Martians --[starred_actors]--> John Call --[(INV) starred_actors]--> Santa Claus Conquers the Martians
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of richard a. colla directed films
Start Entity:     Richard A. Colla
Gold Answer:      [['Evan Hunter']]
Predicted Ans:    Evan Hunter
Predicted Path:   Richard A. Colla --[(INV) directed_by]--> Fuzz --[written_by]--> Evan Hunter
Path (Raw):       Richard A. Colla --[No Operation]--> Richard A. Colla --[(INV) directed_by]--> Fuzz --[written_by]--> Evan Hunter
Neg LogProb(↓):   0.010565
Path Entropy(↓):  0.058493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by andrew bujalski released
Start Entity:     Andrew Bujalski
Gold Answer:      [['2005', '2009', '2013']]
Predicted Ans:    2009
Predicted Path:   Andrew Bujalski --[(INV) written_by]--> Beeswax --[release_year]--> 2009
Path (Raw):       Andrew Bujalski --[No Operation]--> Andrew Bujalski --[(INV) written_by]--> Beeswax --[release_year]--> 2009
Neg LogProb(↓):   0.325876
Path Entropy(↓):  0.696578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does ken kirzinger appear in
Start Entity:     Ken Kirzinger
Gold Answer:      [['Freddy vs. Jason']]
Predicted Ans:    2001 Maniacs
Predicted Path:   Ken Kirzinger --[(INV) starred_actors]--> Freddy vs. Jason --[starred_actors]--> Robert Englund --[(INV) starred_actors]--> 2001 Maniacs
Path (Raw):       Ken Kirzinger --[(INV) starred_actors]--> Freddy vs. Jason --[starred_actors]--> Robert Englund --[(INV) starred_actors]--> 2001 Maniacs
Neg LogProb(↓):   0.007899
Path Entropy(↓):  0.049134
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films starred by 8 heads in a duffel bag actors
Start Entity:     8 Heads in a Duffel Bag
Gold Answer:      [['Family', 'Sport', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   8 Heads in a Duffel Bag --[starred_actors]--> Kristy Swanson --[(INV) starred_actors]--> What If... --[has_genre]--> Drama
Path (Raw):       8 Heads in a Duffel Bag --[starred_actors]--> Kristy Swanson --[(INV) starred_actors]--> What If... --[has_genre]--> Drama
Neg LogProb(↓):   1.238031
Path Entropy(↓):  1.373622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Julie dash directed which movies
Start Entity:     Julie Dash
Gold Answer:      [['Daughters of the Dust']]
Predicted Ans:    Daughters of the Dust
Predicted Path:   Julie Dash --[(INV) directed_by]--> Daughters of the Dust --[directed_by]--> Julie Dash --[(INV) directed_by]--> Daughters of the Dust
Path (Raw):       Julie Dash --[(INV) directed_by]--> Daughters of the Dust --[directed_by]--> Julie Dash --[(INV) directed_by]--> Daughters of the Dust
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is glengarry glen ross about
Start Entity:     Glengarry Glen Ross
Gold Answer:      [['al pacino', 'james foley', 'david mamet', 'real estate', 'jack lemmon', 'mamet']]
Predicted Ans:    james foley
Predicted Path:   Glengarry Glen Ross --[has_tags]--> james foley --[(INV) has_tags]--> Glengarry Glen Ross --[has_tags]--> james foley
Path (Raw):       Glengarry Glen Ross --[has_tags]--> james foley --[(INV) has_tags]--> Glengarry Glen Ross --[has_tags]--> james foley
Neg LogProb(↓):   0.034220
Path Entropy(↓):  0.186939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by alex craig mann were released in which years
Start Entity:     Alex Craig Mann
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Alex Craig Mann --[(INV) written_by]--> Detention of the Dead --[release_year]--> 2012
Path (Raw):       Alex Craig Mann --[No Operation]--> Alex Craig Mann --[(INV) written_by]--> Detention of the Dead --[release_year]--> 2012
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of pushing tin
Start Entity:     Pushing Tin
Gold Answer:      [['Miranda Richardson', 'Gregory Peck', 'Rebecca Hall', 'Ralph Fiennes', 'Kirsten Dunst', 'Michael Madsen', 'Stephanie Zimbalist', 'Ethan Hawke', 'Charlton Heston', 'Chris Cooper', 'Rupert Everett', 'Dominic West', 'Maggie Gyllenhaal', 'Julia Stiles', 'Julia Roberts', 'Susannah York', 'Johnny Depp', 'Giovanna Mezzogiorno', 'Gwyneth Paltrow', 'Daniel Radcliffe', 'John Mills', 'Jamie Lee Curtis', 'Valerie Hobson', 'Bruno Kirby', 'Javier Bardem', 'Jean Simmons', 'Hugh Grant', 'Al Pacino', 'Imelda Staunton', 'Benjamin Bratt']]
Predicted Ans:    John Mills
Predicted Path:   Pushing Tin --[directed_by]--> Mike Newell --[(INV) directed_by]--> Great Expectations --[starred_actors]--> John Mills
Path (Raw):       Pushing Tin --[directed_by]--> Mike Newell --[(INV) directed_by]--> Great Expectations --[starred_actors]--> John Mills
Neg LogProb(↓):   1.230959
Path Entropy(↓):  2.421773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by matt ross starred which actors
Start Entity:     Matt Ross
Gold Answer:      [['Marin Ireland', 'Chris Messina']]
Predicted Ans:    Chris Messina
Predicted Path:   Matt Ross --[(INV) written_by]--> 28 Hotel Rooms --[starred_actors]--> Chris Messina
Path (Raw):       Matt Ross --[No Operation]--> Matt Ross --[(INV) written_by]--> 28 Hotel Rooms --[starred_actors]--> Chris Messina
Neg LogProb(↓):   0.078602
Path Entropy(↓):  0.299579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by hayden herrera were released in which years
Start Entity:     Hayden Herrera
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Hayden Herrera --[(INV) written_by]--> Frida --[release_year]--> 2002
Path (Raw):       Hayden Herrera --[No Operation]--> Hayden Herrera --[(INV) written_by]--> Frida --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of gianni capaldi starred movies
Start Entity:     Gianni Capaldi
Gold Answer:      [['Giorgio Serafini', 'Shawn Sourgose']]
Predicted Ans:    Giorgio Serafini
Predicted Path:   Gianni Capaldi --[(INV) starred_actors]--> Blood of Redemption --[directed_by]--> Giorgio Serafini
Path (Raw):       Gianni Capaldi --[No Operation]--> Gianni Capaldi --[(INV) starred_actors]--> Blood of Redemption --[directed_by]--> Giorgio Serafini
Neg LogProb(↓):   0.013340
Path Entropy(↓):  0.070458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by hideo nakata were in which languages
Start Entity:     Hideo Nakata
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hideo Nakata --[(INV) written_by]--> Dark Water --[in_language]--> Japanese
Path (Raw):       Hideo Nakata --[No Operation]--> Hideo Nakata --[(INV) written_by]--> Dark Water --[in_language]--> Japanese
Neg LogProb(↓):   0.544033
Path Entropy(↓):  0.681442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jim mckay were in which genres
Start Entity:     Jim McKay
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jim McKay --[(INV) written_by]--> Everyday People --[has_genre]--> Drama
Path (Raw):       Jim McKay --[No Operation]--> Jim McKay --[(INV) written_by]--> Everyday People --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by hunter s. thompson
Start Entity:     Hunter S. Thompson
Gold Answer:      [['Art Linson', 'Bruce Robinson', 'Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   Hunter S. Thompson --[(INV) written_by]--> Fear and Loathing in Las Vegas --[directed_by]--> Terry Gilliam
Path (Raw):       Hunter S. Thompson --[No Operation]--> Hunter S. Thompson --[(INV) written_by]--> Fear and Loathing in Las Vegas --[directed_by]--> Terry Gilliam
Neg LogProb(↓):   0.000216
Path Entropy(↓):  0.002223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with ana kokkinos
Start Entity:     Ana Kokkinos
Gold Answer:      [['Christos Tsiolkas']]
Predicted Ans:    Ana Kokkinos
Predicted Path:   Ana Kokkinos --[(INV) written_by]--> Head On --[written_by]--> Ana Kokkinos
Path (Raw):       Ana Kokkinos --[No Operation]--> Ana Kokkinos --[(INV) written_by]--> Head On --[written_by]--> Ana Kokkinos
Neg LogProb(↓):   0.088565
Path Entropy(↓):  0.290242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by gilbert sicotte
Start Entity:     Gilbert Sicotte
Gold Answer:      [['1992', '2013']]
Predicted Ans:    1992
Predicted Path:   Gilbert Sicotte --[(INV) starred_actors]--> Léolo --[release_year]--> 1992
Path (Raw):       Gilbert Sicotte --[No Operation]--> Gilbert Sicotte --[(INV) starred_actors]--> Léolo --[release_year]--> 1992
Neg LogProb(↓):   0.396717
Path Entropy(↓):  0.632377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director kelli herd
Start Entity:     Kelli Herd
Gold Answer:      [['Derrick Sanders', 'Teresa Garrett', 'Keri Jo Chapman', 'Timothy Vahle']]
Predicted Ans:    Derrick Sanders
Predicted Path:   Kelli Herd --[(INV) directed_by]--> It's in the Water --[starred_actors]--> Derrick Sanders
Path (Raw):       Kelli Herd --[No Operation]--> Kelli Herd --[(INV) directed_by]--> It's in the Water --[starred_actors]--> Derrick Sanders
Neg LogProb(↓):   0.091124
Path Entropy(↓):  0.308301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the bothersome man
Start Entity:     The Bothersome Man
Gold Answer:      [['Trond Fausa', 'Petronella Barker']]
Predicted Ans:    Petronella Barker
Predicted Path:   The Bothersome Man --[starred_actors]--> Petronella Barker --[(INV) starred_actors]--> The Bothersome Man --[starred_actors]--> Petronella Barker
Path (Raw):       The Bothersome Man --[starred_actors]--> Petronella Barker --[(INV) starred_actors]--> The Bothersome Man --[starred_actors]--> Petronella Barker
Neg LogProb(↓):   0.213726
Path Entropy(↓):  0.593793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by queen of blood actors
Start Entity:     Queen of Blood
Gold Answer:      [['Seton I. Miller', 'Edward Chodorov', 'John Fusco', 'James B. Harris', 'Hugh Walpole', 'Johnston McCulley', 'Patricia Highsmith', 'John C. Higgins', 'Eric Heisserer', 'Casey Robinson', 'Dennis Hopper', 'Gerald Drayson Adams', 'Peter Dexter', 'Rafael Sabatini', 'Tobe Hooper', 'Preston Sturges', 'Peter Fonda', 'Quentin Tarantino', 'Angelo Pizzo', 'Rachel Kronstadt Mann', 'Ann Louise Bardach', 'John Monk Saunders', 'Norman Panama', 'David Lynch', 'Wes Craven', 'Robert Sarkies', 'Robert Ludlum', 'Jim Harrison', 'Terry Southern', 'Justin Huntly McCarthy', 'Leonard Yakir', 'Nicholas Meyer', 'Curtis Harrington', 'Norman Reilly Raine', 'Ronald Bass', 'James Fox', 'Philip Roth', 'Wim Wenders', 'Lynn Riggs', 'Daphne Du Maurier', 'Peter Cook', 'Takeshi Kitano', 'Wesley Strick', 'Nunnally Johnson', 'Robert Hichens', 'James Hicks', 'Shonda Rhimes', 'Dean Stockwell', 'Glen Morgan', 'David Loughery', 'Dudley Moore', 'Melvin Frank', 'Ben Gluck', 'Neil Young', 'Steve Moore', 'Roy Moore', 'Robert Bloch', 'William Gillette', 'Arthur Conan Doyle', 'Howard Korder', 'Julius J. Epstein', 'Russ Tamblyn', 'Brian De Palma', 'Howard Hawks']]
Predicted Ans:    Arthur Conan Doyle
Predicted Path:   Queen of Blood --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[written_by]--> Arthur Conan Doyle
Path (Raw):       Queen of Blood --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[written_by]--> Arthur Conan Doyle
Neg LogProb(↓):   2.072316
Path Entropy(↓):  2.752080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by gina holden were directed by who
Start Entity:     Gina Holden
Gold Answer:      [['John R. Leonetti']]
Predicted Ans:    John R. Leonetti
Predicted Path:   Gina Holden --[(INV) starred_actors]--> The Butterfly Effect 2 --[directed_by]--> John R. Leonetti
Path (Raw):       Gina Holden --[No Operation]--> Gina Holden --[(INV) starred_actors]--> The Butterfly Effect 2 --[directed_by]--> John R. Leonetti
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie suicide kings
Start Entity:     Suicide Kings
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1968', '1998', '2004', '1994', '1983', '1995', '1990', '1989', '1996', '2002', '2012', '1988', '1978', '2000', '1997', '2005', '1965', '1927', '1999', '1986']]
Predicted Ans:    2000
Predicted Path:   Suicide Kings --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Path (Raw):       Suicide Kings --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   1.808090
Path Entropy(↓):  2.441262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie the squid and the whale were in which languages
Start Entity:     The Squid and the Whale
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Squid and the Whale --[written_by]--> Noah Baumbach --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       The Squid and the Whale --[written_by]--> Noah Baumbach --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.138846
Path Entropy(↓):  0.437256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film goldengirl were in which genres
Start Entity:     Goldengirl
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Goldengirl --[starred_actors]--> James Coburn --[(INV) starred_actors]--> Firepower --[has_genre]--> Thriller
Path (Raw):       Goldengirl --[starred_actors]--> James Coburn --[(INV) starred_actors]--> Firepower --[has_genre]--> Thriller
Neg LogProb(↓):   1.450470
Path Entropy(↓):  1.974826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of min and bill
Start Entity:     Min and Bill
Gold Answer:      [['Crime']]
Predicted Ans:    Drama
Predicted Path:   Min and Bill --[directed_by]--> George W. Hill --[(INV) directed_by]--> Min and Bill --[has_genre]--> Drama
Path (Raw):       Min and Bill --[directed_by]--> George W. Hill --[(INV) directed_by]--> Min and Bill --[has_genre]--> Drama
Neg LogProb(↓):   0.510685
Path Entropy(↓):  0.749147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by lynn varley were directed by who
Start Entity:     Lynn Varley
Gold Answer:      [['Zack Snyder']]
Predicted Ans:    Zack Snyder
Predicted Path:   Lynn Varley --[(INV) written_by]--> 300 --[directed_by]--> Zack Snyder
Path (Raw):       Lynn Varley --[No Operation]--> Lynn Varley --[(INV) written_by]--> 300 --[directed_by]--> Zack Snyder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of dawn of the planet of the apes
Start Entity:     Dawn of the Planet of the Apes
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Dawn of the Planet of the Apes --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Path (Raw):       Dawn of the Planet of the Apes --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Neg LogProb(↓):   2.421920
Path Entropy(↓):  3.762366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of shrek
Start Entity:     Shrek
Gold Answer:      [['2012', '2009', '2004']]
Predicted Ans:    2001
Predicted Path:   Shrek --[directed_by]--> Andrew Adamson --[(INV) directed_by]--> Shrek --[release_year]--> 2001
Path (Raw):       Shrek --[directed_by]--> Andrew Adamson --[(INV) directed_by]--> Shrek --[release_year]--> 2001
Neg LogProb(↓):   0.186676
Path Entropy(↓):  0.629421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films directed by the i was a male war bride director
Start Entity:     I Was a Male War Bride
Gold Answer:      [['Swahili', 'German']]
Predicted Ans:    German
Predicted Path:   I Was a Male War Bride --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       I Was a Male War Bride --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.178433
Path Entropy(↓):  0.501609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by rosalinde mynster release
Start Entity:     Rosalinde Mynster
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Rosalinde Mynster --[(INV) starred_actors]--> Worlds Apart --[release_year]--> 2008
Path (Raw):       Rosalinde Mynster --[No Operation]--> Rosalinde Mynster --[(INV) starred_actors]--> Worlds Apart --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of reunion
Start Entity:     Reunion
Gold Answer:      [['Sarah Miles', 'Max von Sydow', 'Louis Koo', 'Michael Gambon', 'Robert De Niro', 'Faye Dunaway', 'Michael Caine', 'Jeanne Moreau', 'Aidan Quinn', 'Alan Bates', 'Wendy Craig', 'Michael Redgrave', 'Robert Mitchum', 'Glenda Jackson', 'Rupert Everett', 'Jeremy Irons', 'Dirk Bogarde', 'Meryl Streep', 'James Fox', 'Ben Kingsley', 'Christopher Walken', 'Anne Bancroft', 'Natasha Richardson', 'Laurence Olivier', 'Richie Jen', 'Tony Curtis', 'Senta Berger', 'Jude Law', 'Elizabeth McGovern', 'Alec Guinness', 'Julie Christie', 'Hilton McRae', 'George Segal', 'Margaret Leighton', 'Harold Pinter', 'Peter Finch', 'Helen Mirren']]
Predicted Ans:    Faye Dunaway
Predicted Path:   Reunion --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale --[starred_actors]--> Faye Dunaway
Path (Raw):       Reunion --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale --[starred_actors]--> Faye Dunaway
Neg LogProb(↓):   0.302640
Path Entropy(↓):  1.073487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a touch of spice
Start Entity:     A Touch of Spice
Gold Answer:      [['Tassos Boulmetis']]
Predicted Ans:    Tassos Boulmetis
Predicted Path:   A Touch of Spice --[written_by]--> Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice --[written_by]--> Tassos Boulmetis
Path (Raw):       A Touch of Spice --[written_by]--> Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice --[written_by]--> Tassos Boulmetis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of dayle haddon
Start Entity:     Dayle Haddon
Gold Answer:      [['Luc Merenda', 'Enrico Maria Salerno', 'Corrado Pani']]
Predicted Ans:    Luc Merenda
Predicted Path:   Dayle Haddon --[(INV) starred_actors]--> Gambling City --[starred_actors]--> Luc Merenda
Path (Raw):       Dayle Haddon --[No Operation]--> Dayle Haddon --[(INV) starred_actors]--> Gambling City --[starred_actors]--> Luc Merenda
Neg LogProb(↓):   0.008309
Path Entropy(↓):  0.056070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by ellen greene
Start Entity:     Ellen Greene
Gold Answer:      [['1986', '1976', '1988']]
Predicted Ans:    1976
Predicted Path:   Ellen Greene --[(INV) starred_actors]--> Next Stop, Greenwich Village --[release_year]--> 1976
Path (Raw):       Ellen Greene --[No Operation]--> Ellen Greene --[(INV) starred_actors]--> Next Stop, Greenwich Village --[release_year]--> 1976
Neg LogProb(↓):   0.102852
Path Entropy(↓):  0.383247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of quantum of solace
Start Entity:     Quantum of Solace
Gold Answer:      [['2000', '2001', '2005', '2004', '2011', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Quantum of Solace --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[release_year]--> 2007
Path (Raw):       Quantum of Solace --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[release_year]--> 2007
Neg LogProb(↓):   1.019311
Path Entropy(↓):  1.550007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Excuse my dust, when was it released
Start Entity:     Excuse My Dust
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Excuse My Dust --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Path (Raw):       Excuse My Dust --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Neg LogProb(↓):   1.763650
Path Entropy(↓):  3.073209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with american gangster fall under
Start Entity:     American Gangster
Gold Answer:      [['Sport', 'Biography', 'War', 'Fantasy', 'Mystery', 'History', 'Romance', 'Family', 'Music', 'Musical', 'Drama', 'Comedy', 'Thriller', 'Crime', 'Action', 'Documentary', 'Western', 'Horror', 'Adventure']]
Predicted Ans:    Horror
Predicted Path:   American Gangster --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Path (Raw):       American Gangster --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Neg LogProb(↓):   0.623912
Path Entropy(↓):  1.323235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of disco pigs
Start Entity:     Disco Pigs
Gold Answer:      [['Per Oscarsson', 'Liam McMahon']]
Predicted Ans:    Per Oscarsson
Predicted Path:   Disco Pigs --[written_by]--> Enda Walsh --[(INV) written_by]--> Hunger --[starred_actors]--> Per Oscarsson
Path (Raw):       Disco Pigs --[written_by]--> Enda Walsh --[(INV) written_by]--> Hunger --[starred_actors]--> Per Oscarsson
Neg LogProb(↓):   0.033725
Path Entropy(↓):  0.184270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor david essex starred together with who
Start Entity:     David Essex
Gold Answer:      [['Ian McKellen', 'David Kelly', 'Adam Faith']]
Predicted Ans:    Ian McKellen
Predicted Path:   David Essex --[(INV) starred_actors]--> Stardust --[starred_actors]--> Ian McKellen
Path (Raw):       David Essex --[No Operation]--> David Essex --[(INV) starred_actors]--> Stardust --[starred_actors]--> Ian McKellen
Neg LogProb(↓):   0.000134
Path Entropy(↓):  0.001436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the date night director
Start Entity:     Date Night
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Date Night --[directed_by]--> Shawn Levy --[(INV) directed_by]--> Just Married --[has_genre]--> Comedy
Path (Raw):       Date Night --[directed_by]--> Shawn Levy --[(INV) directed_by]--> Just Married --[has_genre]--> Comedy
Neg LogProb(↓):   0.763444
Path Entropy(↓):  1.091783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie cousins
Start Entity:     Cousins
Gold Answer:      [['2003', '1992', '1993', '2006', '1985', '1979', '1984', '1998', '2009', '1982', '1994', '1956', '1995', '1990', '1989', '1996', '1981', '2011', '2013', '1988', '2000', '1950', '2005', '1991', '1987', '1986']]
Predicted Ans:    2009
Predicted Path:   Cousins --[starred_actors]--> Isabella Rossellini --[(INV) starred_actors]--> My Dog Tulip --[release_year]--> 2009
Path (Raw):       Cousins --[starred_actors]--> Isabella Rossellini --[(INV) starred_actors]--> My Dog Tulip --[release_year]--> 2009
Neg LogProb(↓):   1.186996
Path Entropy(↓):  2.387420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter istvan fekete wrote films together with who
Start Entity:     István Fekete
Gold Answer:      [['Attila Dargay', 'István Imre', 'Ede Tarbay']]
Predicted Ans:    István Imre
Predicted Path:   István Fekete --[(INV) written_by]--> The Little Fox --[written_by]--> István Imre
Path (Raw):       István Fekete --[No Operation]--> István Fekete --[(INV) written_by]--> The Little Fox --[written_by]--> István Imre
Neg LogProb(↓):   0.087365
Path Entropy(↓):  0.346677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote ashes and diamonds
Start Entity:     Ashes and Diamonds
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ashes and Diamonds --[written_by]--> Andrzej Wajda --[(INV) written_by]--> Tatarak --[has_genre]--> Drama
Path (Raw):       Ashes and Diamonds --[written_by]--> Andrzej Wajda --[(INV) written_by]--> Tatarak --[has_genre]--> Drama
Neg LogProb(↓):   0.580486
Path Entropy(↓):  0.715325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did mervyn leroy direct
Start Entity:     Mervyn LeRoy
Gold Answer:      [['Waterloo Bridge', 'Gold Diggers of 1933', 'Johnny Eager', 'Blossoms in the Dust', "The Devil at 4 O'Clock", 'Anthony Adverse', 'East Side, West Side', 'Five Star Final', 'Big City Blues', 'Little Caesar', 'Million Dollar Mermaid', 'Toward the Unknown', 'Thirty Seconds Over Tokyo', 'Quo Vadis', 'Madame Curie', 'Home Before Dark', 'Random Harvest', 'The Bad Seed', "They Won't Forget", 'Lovely to Look At', 'Three on a Match', 'Little Women', 'Gypsy', 'The FBI Story', 'Mister Roberts', 'I Am a Fugitive from a Chain Gang', 'No Time for Sergeants']]
Predicted Ans:    Anthony Adverse
Predicted Path:   Mervyn LeRoy --[(INV) directed_by]--> Big City Blues --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Anthony Adverse
Path (Raw):       Mervyn LeRoy --[(INV) directed_by]--> Big City Blues --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Anthony Adverse
Neg LogProb(↓):   3.241496
Path Entropy(↓):  4.818892
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with ahna capri
Start Entity:     Ahna Capri
Gold Answer:      [['Michael C. Gwynne', 'Elayne Heilveil', 'Rip Torn']]
Predicted Ans:    Rip Torn
Predicted Path:   Ahna Capri --[(INV) starred_actors]--> Payday --[starred_actors]--> Rip Torn
Path (Raw):       Ahna Capri --[No Operation]--> Ahna Capri --[(INV) starred_actors]--> Payday --[starred_actors]--> Rip Torn
Neg LogProb(↓):   0.005974
Path Entropy(↓):  0.037093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film true heart were released in which years
Start Entity:     True Heart
Gold Answer:      [['1995', '2000', '2001', '2003', '2005', '2010', '2004', '1999', '2002', '2014', '2012', '2011', '2007']]
Predicted Ans:    2007
Predicted Path:   True Heart --[starred_actors]--> Kirsten Dunst --[(INV) starred_actors]--> Spider-Man 3 --[release_year]--> 2007
Path (Raw):       True Heart --[starred_actors]--> Kirsten Dunst --[(INV) starred_actors]--> Spider-Man 3 --[release_year]--> 2007
Neg LogProb(↓):   0.534576
Path Entropy(↓):  0.958811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie stage door are directed by who
Start Entity:     Stage Door
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'William Dieterle', 'William A. Seiter', 'Glenn Gordon Caron', 'Garson Kanin', 'Edward Dmytryk', 'Joseph Anthony', 'John Huston', 'Anthony Harvey', 'Bob Rafelson', 'Stuart Heisler', 'William A. Wellman', 'Mervyn LeRoy', 'Mark Rydell', 'Phil Karlson', 'Frank Borzage', 'Busby Berkeley', 'Walter Lang', 'Billy Wilder', 'Lewis Milestone', 'John Ford', 'Dorothy Arzner', 'Frank Capra', 'Stanley Kramer', 'Stuart Millar', 'Francis Ford Coppola', 'Stephen Roberts', 'Paul Newman', 'Nunnally Johnson', 'Walter Bernstein', 'Roger Michell', 'Charles Walters', 'Alexander Hall', 'Vincente Minnelli', 'Leo McCarey', 'Lowell Sherman', 'Gillian Armstrong', 'Jack Conway', 'H.C. Potter', 'Andrew L. Stone', 'Irving Rapper', 'Charles Vidor', 'George Stevens', 'Josef von Sternberg', 'Harold S. Bucquet', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Luis Buñuel', 'Elia Kazan', 'Mark Sandrich', 'Howard Hawks', 'Thornton Freeland']]
Predicted Ans:    Frank Borzage
Predicted Path:   Stage Door --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> A Farewell to Arms --[directed_by]--> Frank Borzage
Path (Raw):       Stage Door --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> A Farewell to Arms --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.403608
Path Entropy(↓):  1.303500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote a sunday in kigali
Start Entity:     A Sunday in Kigali
Gold Answer:      [['Robert Favreau', 'Gil Courtemanche']]
Predicted Ans:    Robert Favreau
Predicted Path:   A Sunday in Kigali --[written_by]--> Robert Favreau --[(INV) written_by]--> A Sunday in Kigali --[directed_by]--> Robert Favreau
Path (Raw):       A Sunday in Kigali --[written_by]--> Robert Favreau --[(INV) written_by]--> A Sunday in Kigali --[directed_by]--> Robert Favreau
Neg LogProb(↓):   0.348782
Path Entropy(↓):  0.926489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is transit
Start Entity:     Transit
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Transit --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Transit --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.389500
Path Entropy(↓):  2.785604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film house of usher
Start Entity:     House of Usher
Gold Answer:      [['Richard Matheson', 'Edgar Allan Poe']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   House of Usher --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[written_by]--> Edgar Allan Poe
Path (Raw):       House of Usher --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.097279
Path Entropy(↓):  0.326413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film goldfinger
Start Entity:     Goldfinger
Gold Answer:      [['1970', '2003', '1992', '1959', '1993', '1967', '1979', '1974', '1968', '1963', '1998', '1982', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '1996', '1981', '2012', '1961', '1986', '1962', '1988', '2000', '1964', '1975', '1966', '1965', '1999', '1987', '1969']]
Predicted Ans:    1974
Predicted Path:   Goldfinger --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Path (Raw):       Goldfinger --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Neg LogProb(↓):   0.606771
Path Entropy(↓):  1.756088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed melancholia
Start Entity:     Melancholia
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Melancholia --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[has_genre]--> Comedy
Path (Raw):       Melancholia --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[has_genre]--> Comedy
Neg LogProb(↓):   0.006752
Path Entropy(↓):  0.042707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed sweet nothing
Start Entity:     Sweet Nothing
Gold Answer:      [['Polly Draper', 'Susannah Grant', 'Gary Winick', 'Greg DePaul', 'Casey Wilson', 'June Diane Raphael', 'Niels Mueller', 'Heather McGowan', 'Karey Kirkpatrick']]
Predicted Ans:    Polly Draper
Predicted Path:   Sweet Nothing --[directed_by]--> Gary Winick --[(INV) directed_by]--> The Tic Code --[written_by]--> Polly Draper
Path (Raw):       Sweet Nothing --[directed_by]--> Gary Winick --[(INV) directed_by]--> The Tic Code --[written_by]--> Polly Draper
Neg LogProb(↓):   0.771374
Path Entropy(↓):  0.857918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with joe's apartment fall under
Start Entity:     Joe's Apartment
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joe's Apartment --[starred_actors]--> Jerry O'Connell --[(INV) starred_actors]--> Kangaroo Jack --[has_genre]--> Comedy
Path (Raw):       Joe's Apartment --[starred_actors]--> Jerry O'Connell --[(INV) starred_actors]--> Kangaroo Jack --[has_genre]--> Comedy
Neg LogProb(↓):   0.475770
Path Entropy(↓):  1.039896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of fight club
Start Entity:     Fight Club
Gold Answer:      [['Clark Gregg']]
Predicted Ans:    David Fincher
Predicted Path:   Fight Club --[written_by]--> Chuck Palahniuk --[(INV) written_by]--> Fight Club --[directed_by]--> David Fincher
Path (Raw):       Fight Club --[written_by]--> Chuck Palahniuk --[(INV) written_by]--> Fight Club --[directed_by]--> David Fincher
Neg LogProb(↓):   0.679606
Path Entropy(↓):  0.693592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed direct contact
Start Entity:     Direct Contact
Gold Answer:      [['Horror']]
Predicted Ans:    Action
Predicted Path:   Direct Contact --[directed_by]--> Danny Lerner --[(INV) directed_by]--> Direct Contact --[has_genre]--> Action
Path (Raw):       Direct Contact --[directed_by]--> Danny Lerner --[(INV) directed_by]--> Direct Contact --[has_genre]--> Action
Neg LogProb(↓):   0.000068
Path Entropy(↓):  0.000716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the movie answer this!
Start Entity:     Answer This!
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Answer This! --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Answer This! --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.011323
Path Entropy(↓):  4.692472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie stars and stripes forever
Start Entity:     Stars and Stripes Forever
Gold Answer:      [['Ronald Neame', 'Jean Negulesco', 'Elliott Nugent', 'Walter Lang', 'Henry Hathaway', 'Otto Preminger', 'Leo McCarey']]
Predicted Ans:    Walter Lang
Predicted Path:   Stars and Stripes Forever --[starred_actors]--> Clifton Webb --[(INV) starred_actors]--> Sitting Pretty --[directed_by]--> Walter Lang
Path (Raw):       Stars and Stripes Forever --[starred_actors]--> Clifton Webb --[(INV) starred_actors]--> Sitting Pretty --[directed_by]--> Walter Lang
Neg LogProb(↓):   0.201277
Path Entropy(↓):  0.511511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by robert chomiak
Start Entity:     Robert Chomiak
Gold Answer:      [['Andrew Currie']]
Predicted Ans:    Andrew Currie
Predicted Path:   Robert Chomiak --[(INV) written_by]--> Fido --[directed_by]--> Andrew Currie
Path (Raw):       Robert Chomiak --[No Operation]--> Robert Chomiak --[(INV) written_by]--> Fido --[directed_by]--> Andrew Currie
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of the invisible man
Start Entity:     The Invisible Man
Gold Answer:      [['The Man in the Iron Mask', 'Waterloo Bridge', 'Show Boat', 'The Old Dark House', 'Frankenstein']]
Predicted Ans:    The Man in the Iron Mask
Predicted Path:   The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask
Path (Raw):       The Invisible Man --[No Operation]--> The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask
Neg LogProb(↓):   0.743406
Path Entropy(↓):  1.393263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film duel
Start Entity:     Duel
Gold Answer:      [['thriller', 'richard matheson', 'truck', 'steven spielberg', 'spielberg']]
Predicted Ans:    truck
Predicted Path:   Duel --[has_tags]--> truck --[(INV) has_tags]--> Duel --[has_tags]--> truck
Path (Raw):       Duel --[has_tags]--> truck --[(INV) has_tags]--> Duel --[has_tags]--> truck
Neg LogProb(↓):   0.001647
Path Entropy(↓):  0.012673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film fun with dick and jane were in which genres
Start Entity:     Fun with Dick and Jane
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Action
Predicted Path:   Fun with Dick and Jane --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Path (Raw):       Fun with Dick and Jane --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Neg LogProb(↓):   0.641981
Path Entropy(↓):  1.510701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what soapdish is about
Start Entity:     Soapdish
Gold Answer:      [['michael hoffman', 'comedy', 'television']]
Predicted Ans:    michael hoffman
Predicted Path:   Soapdish --[has_tags]--> michael hoffman --[(INV) has_tags]--> Restless Natives --[has_tags]--> michael hoffman
Path (Raw):       Soapdish --[has_tags]--> michael hoffman --[(INV) has_tags]--> Restless Natives --[has_tags]--> michael hoffman
Neg LogProb(↓):   0.008306
Path Entropy(↓):  0.048561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is spanglish
Start Entity:     Spanglish
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Spanglish --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Spanglish --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.723717
Path Entropy(↓):  5.170736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by jack dean in
Start Entity:     Jack Dean
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jack Dean --[(INV) starred_actors]--> The Cheat --[has_genre]--> Drama
Path (Raw):       Jack Dean --[No Operation]--> Jack Dean --[(INV) starred_actors]--> The Cheat --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film firaaq
Start Entity:     Firaaq
Gold Answer:      [['Ritesh Batra', 'Madhur Bhandarkar', 'Anubhav Sinha']]
Predicted Ans:    Ritesh Batra
Predicted Path:   Firaaq --[starred_actors]--> Nawazuddin Siddiqui --[(INV) starred_actors]--> The Lunchbox --[directed_by]--> Ritesh Batra
Path (Raw):       Firaaq --[starred_actors]--> Nawazuddin Siddiqui --[(INV) starred_actors]--> The Lunchbox --[directed_by]--> Ritesh Batra
Neg LogProb(↓):   0.002622
Path Entropy(↓):  0.020101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor valentina cortese acted together with who
Start Entity:     Valentina Cortese
Gold Answer:      [['Richard Basehart', 'Mario Pisu', 'Giulietta Masina', 'Sandra Milo', 'William Lundigan']]
Predicted Ans:    Sandra Milo
Predicted Path:   Valentina Cortese --[(INV) starred_actors]--> Juliet of the Spirits --[starred_actors]--> Sandra Milo
Path (Raw):       Valentina Cortese --[No Operation]--> Valentina Cortese --[(INV) starred_actors]--> Juliet of the Spirits --[starred_actors]--> Sandra Milo
Neg LogProb(↓):   0.005521
Path Entropy(↓):  0.040479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the big bang
Start Entity:     The Big Bang
Gold Answer:      [['Jesse Johnson', 'Tom Hanks', 'Kathleen York', 'Billy Campbell', 'Tom Cavanagh']]
Predicted Ans:    Tom Cavanagh
Predicted Path:   The Big Bang --[written_by]--> Erik Jendresen --[(INV) written_by]--> Sublime --[starred_actors]--> Tom Cavanagh
Path (Raw):       The Big Bang --[written_by]--> Erik Jendresen --[(INV) written_by]--> Sublime --[starred_actors]--> Tom Cavanagh
Neg LogProb(↓):   0.028101
Path Entropy(↓):  0.130027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of crash dive
Start Entity:     Crash Dive
Gold Answer:      [['Sam Wood', 'Jean Negulesco', 'Richard Thorpe', 'William A. Seiter', 'William Wyler', 'Raoul Walsh', 'John M. Stahl', 'Herbert Ross', 'John Ford', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Charles Brabin', 'Frank Capra']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Crash Dive --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Crash Dive --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.570678
Path Entropy(↓):  0.871671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about michael lehmann
Start Entity:     michael lehmann
Gold Answer:      [['40 Days and 40 Nights', 'My Giant', 'Heathers', 'Airheads']]
Predicted Ans:    Airheads
Predicted Path:   michael lehmann --[(INV) has_tags]--> Airheads --[written_by]--> Rich Wilkes --[(INV) written_by]--> Airheads
Path (Raw):       michael lehmann --[(INV) has_tags]--> Airheads --[written_by]--> Rich Wilkes --[(INV) written_by]--> Airheads
Neg LogProb(↓):   0.268378
Path Entropy(↓):  0.728201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the naked man
Start Entity:     The Naked Man
Gold Answer:      [['Ronald Neame', 'Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Alexander Payne', 'Gérard Depardieu', 'Gurinder Chadha', 'Wes Craven', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Joel Coen', 'Alexander Mackendrick', 'Michael Hoffman']]
Predicted Ans:    Ethan Coen
Predicted Path:   The Naked Man --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[directed_by]--> Ethan Coen
Path (Raw):       The Naked Man --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[directed_by]--> Ethan Coen
Neg LogProb(↓):   0.133056
Path Entropy(↓):  0.589260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of lotfy nathan written movies
Start Entity:     Lotfy Nathan
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Lotfy Nathan --[(INV) written_by]--> 12 O'Clock Boys --[release_year]--> 2013
Path (Raw):       Lotfy Nathan --[No Operation]--> Lotfy Nathan --[(INV) written_by]--> 12 O'Clock Boys --[release_year]--> 2013
Neg LogProb(↓):   0.000122
Path Entropy(↓):  0.001220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with roy horniman
Start Entity:     Roy Horniman
Gold Answer:      [['John Dighton', 'Robert Hamer']]
Predicted Ans:    John Dighton
Predicted Path:   Roy Horniman --[(INV) written_by]--> Kind Hearts and Coronets --[written_by]--> John Dighton
Path (Raw):       Roy Horniman --[No Operation]--> Roy Horniman --[(INV) written_by]--> Kind Hearts and Coronets --[written_by]--> John Dighton
Neg LogProb(↓):   0.208849
Path Entropy(↓):  0.538761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film scorcher
Start Entity:     Scorcher
Gold Answer:      [['James Yukich', 'Sheldon Lettich', 'William Mesa', 'Kevin Greutert']]
Predicted Ans:    Kevin Greutert
Predicted Path:   Scorcher --[starred_actors]--> Mark Rolston --[(INV) starred_actors]--> Saw VI --[directed_by]--> Kevin Greutert
Path (Raw):       Scorcher --[starred_actors]--> Mark Rolston --[(INV) starred_actors]--> Saw VI --[directed_by]--> Kevin Greutert
Neg LogProb(↓):   0.006971
Path Entropy(↓):  0.046411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did adam campbell star in
Start Entity:     Adam Campbell
Gold Answer:      [['Spin', 'Date Movie']]
Predicted Ans:    My Stepmother Is an Alien
Predicted Path:   Adam Campbell --[(INV) starred_actors]--> Date Movie --[starred_actors]--> Alyson Hannigan --[(INV) starred_actors]--> My Stepmother Is an Alien
Path (Raw):       Adam Campbell --[(INV) starred_actors]--> Date Movie --[starred_actors]--> Alyson Hannigan --[(INV) starred_actors]--> My Stepmother Is an Alien
Neg LogProb(↓):   0.627964
Path Entropy(↓):  0.897613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of gone starred who
Start Entity:     Gone
Gold Answer:      [['Samuel L. Jackson', 'Winona Ryder', 'Richard Gere', 'Josh Hartnett', 'Anthony LaPaglia']]
Predicted Ans:    Josh Hartnett
Predicted Path:   Gone --[written_by]--> Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Path (Raw):       Gone --[written_by]--> Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Neg LogProb(↓):   0.011611
Path Entropy(↓):  0.070614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the owl and the pussycat
Start Entity:     The Owl and the Pussycat
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Owl and the Pussycat --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Path (Raw):       The Owl and the Pussycat --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Neg LogProb(↓):   0.295568
Path Entropy(↓):  0.678255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by jacques prevert were released in which years
Start Entity:     Jacques Prévert
Gold Answer:      [['1941', '1938']]
Predicted Ans:    1941
Predicted Path:   Jacques Prévert --[(INV) written_by]--> Stormy Waters --[release_year]--> 1941
Path (Raw):       Jacques Prévert --[No Operation]--> Jacques Prévert --[(INV) written_by]--> Stormy Waters --[release_year]--> 1941
Neg LogProb(↓):   0.593062
Path Entropy(↓):  0.687597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the saint
Start Entity:     The Saint
Gold Answer:      [['1978', '1992', '1989', '1993', '2010', '2006', '1999', '1994', '2002', '2014', '1958', '2013']]
Predicted Ans:    2010
Predicted Path:   The Saint --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[release_year]--> 2010
Path (Raw):       The Saint --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[release_year]--> 2010
Neg LogProb(↓):   0.315244
Path Entropy(↓):  1.143356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the anniversary
Start Entity:     The Anniversary
Gold Answer:      [['Ingrid Pitt', 'Madeline Smith', 'Irene Miracle', 'Dennis Waterman', 'Jenny Hanley', 'Hugh Bonneville', 'John Carradine', 'Eleonora Giorgi', 'Leigh McCloskey', 'Richard Widmark', 'Daria Nicolodi', 'Peter Cushing', 'Christopher Lee', 'Ian McKellen', 'Robert Ryan', 'Natasha Richardson', 'Sarah Roemer', 'Marilyn Monroe', 'Anna Massey', 'Daniel Massey', 'Loretta Young', 'Mike Pratt', 'Rhonda Fleming', 'Vincent Price', 'Brian Aherne']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Anniversary --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[starred_actors]--> Robert Ryan
Path (Raw):       The Anniversary --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.170555
Path Entropy(↓):  0.636395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by emraan hashmi fall under
Start Entity:     Emraan Hashmi
Gold Answer:      [['Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Emraan Hashmi --[(INV) starred_actors]--> Shanghai --[has_genre]--> Thriller
Path (Raw):       Emraan Hashmi --[No Operation]--> Emraan Hashmi --[(INV) starred_actors]--> Shanghai --[has_genre]--> Thriller
Neg LogProb(↓):   0.004739
Path Entropy(↓):  0.030031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of an actor's revenge
Start Entity:     An Actor's Revenge
Gold Answer:      [['Keanu Reeves', 'Hiroyuki Sanada', 'Eiji Funakoshi']]
Predicted Ans:    Keanu Reeves
Predicted Path:   An Actor's Revenge --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Path (Raw):       An Actor's Revenge --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.004316
Path Entropy(↓):  0.031559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by cold mountain actors
Start Entity:     Cold Mountain
Gold Answer:      [['Walter Hill', 'Jez Butterworth', 'Bruce Joel Rubin', 'Oliver Hirschbiegel', 'Arch Oboler', 'Dan Ireland', 'Mike Nichols', 'Chris Noonan', 'Peter Ramsey', 'Sharon Maguire', 'Guy Ritchie', 'Tony Scott', 'Gary Sinyor', 'Ron Howard', 'Miguel Sapochnik', 'Kenneth Branagh', 'Griffin Dunne', 'Frank Urson', 'John Cameron Mitchell', 'Lee Daniels', 'Mimi Leder', 'Richard Loncraine', 'Charles Shyer', 'Christian Alvart', 'Baz Luhrmann', 'John Duigan', 'Peyton Reed', 'Harold Becker', 'Boaz Yakin', 'Chris Weitz', 'Dennis Dugan', 'Lars von Trier', 'Jonathan Glazer', 'Bryan Forbes', 'Charlie Peters', 'Gus Van Sant', 'Olivier Dahan', 'Nancy Meyers', 'Robert Rossen', 'Joel Schumacher', 'Phillip Noyce', 'Steven Zaillian', 'Kevin Macdonald', 'Robert Benton', 'Kerry Conran', 'Anthony Minghella', 'Cameron Crowe', 'Richard Shepard', 'Jonas Elmer', 'Sydney Pollack', 'Frank Oz', 'Neil LaBute', 'Alejandro Amenábar', 'Stephen Daldry', 'Nora Ephron', 'Rob Marshall', 'Lewis Gilbert', 'Carl Franklin', 'Joseph L. Mankiewicz', 'Jane Campion', 'Steve Hickner', 'James McTeigue']]
Predicted Ans:    Jez Butterworth
Predicted Path:   Cold Mountain --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl --[directed_by]--> Jez Butterworth
Path (Raw):       Cold Mountain --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl --[directed_by]--> Jez Butterworth
Neg LogProb(↓):   1.663835
Path Entropy(↓):  2.735371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of mili avital acted films
Start Entity:     Mili Avital
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Mili Avital --[(INV) starred_actors]--> Kissing a Fool --[release_year]--> 1998
Path (Raw):       Mili Avital --[No Operation]--> Mili Avital --[(INV) starred_actors]--> Kissing a Fool --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the devil inside
Start Entity:     The Devil Inside
Gold Answer:      [['Wer', 'Stay Alive']]
Predicted Ans:    Stay Alive
Predicted Path:   The Devil Inside --[written_by]--> William Brent Bell --[(INV) written_by]--> Stay Alive
Path (Raw):       The Devil Inside --[No Operation]--> The Devil Inside --[written_by]--> William Brent Bell --[(INV) written_by]--> Stay Alive
Neg LogProb(↓):   0.519516
Path Entropy(↓):  1.041001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by nitin kakkar released
Start Entity:     Nitin Kakkar
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Nitin Kakkar --[(INV) written_by]--> Filmistaan --[release_year]--> 2012
Path (Raw):       Nitin Kakkar --[No Operation]--> Nitin Kakkar --[(INV) written_by]--> Filmistaan --[release_year]--> 2012
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by dominik moll in
Start Entity:     Dominik Moll
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Dominik Moll --[(INV) written_by]--> The Monk --[has_genre]--> Thriller
Path (Raw):       Dominik Moll --[No Operation]--> Dominik Moll --[(INV) written_by]--> The Monk --[has_genre]--> Thriller
Neg LogProb(↓):   0.000049
Path Entropy(↓):  0.000548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with holiday fall under
Start Entity:     Holiday
Gold Answer:      [['Family', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Holiday --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> Holiday --[has_genre]--> Comedy
Path (Raw):       Holiday --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> Holiday --[has_genre]--> Comedy
Neg LogProb(↓):   1.314605
Path Entropy(↓):  1.404863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of message in a bottle
Start Entity:     Message in a Bottle
Gold Answer:      [['Albert Mannheimer', 'Ted Tally', 'Garson Kanin', 'Alvin Sargent', 'Greg Iles', 'Gerald Di Pego', 'Glenn Savan', 'Douglas McGrath']]
Predicted Ans:    Garson Kanin
Predicted Path:   Message in a Bottle --[directed_by]--> Luis Mandoki --[(INV) directed_by]--> Born Yesterday --[written_by]--> Garson Kanin
Path (Raw):       Message in a Bottle --[directed_by]--> Luis Mandoki --[(INV) directed_by]--> Born Yesterday --[written_by]--> Garson Kanin
Neg LogProb(↓):   1.159632
Path Entropy(↓):  1.688704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by nastassja kinski
Start Entity:     nastassja kinski
Gold Answer:      [['Texas', "Maria's Lovers", 'Paris', 'Cat People', 'Unfaithfully Yours']]
Predicted Ans:    Maria's Lovers
Predicted Path:   nastassja kinski --[(INV) has_tags]--> Maria's Lovers --[has_tags]--> andrei konchalovsky --[(INV) has_tags]--> Maria's Lovers
Path (Raw):       nastassja kinski --[(INV) has_tags]--> Maria's Lovers --[has_tags]--> andrei konchalovsky --[(INV) has_tags]--> Maria's Lovers
Neg LogProb(↓):   0.100444
Path Entropy(↓):  0.315360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by do you like hitchcock? screenwriters
Start Entity:     Do You Like Hitchcock?
Gold Answer:      [['Drama', 'Horror', 'Western', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Do You Like Hitchcock? --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Path (Raw):       Do You Like Hitchcock? --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.182554
Path Entropy(↓):  0.720486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for trafic
Start Entity:     Trafic
Gold Answer:      [['Jacques Tati']]
Predicted Ans:    Jacques Tati
Predicted Path:   Trafic --[directed_by]--> Jacques Tati --[(INV) directed_by]--> Playtime --[directed_by]--> Jacques Tati
Path (Raw):       Trafic --[directed_by]--> Jacques Tati --[(INV) directed_by]--> Playtime --[directed_by]--> Jacques Tati
Neg LogProb(↓):   0.854797
Path Entropy(↓):  1.219465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by rosel zech were in which genres
Start Entity:     Rosel Zech
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Rosel Zech --[(INV) starred_actors]--> Salmonberries --[has_genre]--> Drama
Path (Raw):       Rosel Zech --[No Operation]--> Rosel Zech --[(INV) starred_actors]--> Salmonberries --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the den
Start Entity:     The Den
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Den --[starred_actors]--> Melanie Papalia --[(INV) starred_actors]--> Extraterrestrial --[has_genre]--> Comedy
Path (Raw):       The Den --[starred_actors]--> Melanie Papalia --[(INV) starred_actors]--> Extraterrestrial --[has_genre]--> Comedy
Neg LogProb(↓):   0.240973
Path Entropy(↓):  0.521247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film tex were released in which years
Start Entity:     Tex
Gold Answer:      [['1986', '1993']]
Predicted Ans:    1982
Predicted Path:   Tex --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex --[release_year]--> 1982
Path (Raw):       Tex --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex --[release_year]--> 1982
Neg LogProb(↓):   0.087865
Path Entropy(↓):  0.304486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of lake placid
Start Entity:     Lake Placid
Gold Answer:      [['1996', '1987']]
Predicted Ans:    1987
Predicted Path:   Lake Placid --[written_by]--> David E. Kelley --[(INV) written_by]--> From the Hip --[release_year]--> 1987
Path (Raw):       Lake Placid --[written_by]--> David E. Kelley --[(INV) written_by]--> From the Hip --[release_year]--> 1987
Neg LogProb(↓):   0.457498
Path Entropy(↓):  0.872687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by another earth actors release
Start Entity:     Another Earth
Gold Answer:      [['2012', '2011', '2009', '2013']]
Predicted Ans:    2012
Predicted Path:   Another Earth --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> Arbitrage --[release_year]--> 2012
Path (Raw):       Another Earth --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> Arbitrage --[release_year]--> 2012
Neg LogProb(↓):   0.379529
Path Entropy(↓):  0.849854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did jesse hill ford write
Start Entity:     Jesse Hill Ford
Gold Answer:      [['The Liberation of L.B. Jones']]
Predicted Ans:    The Liberation of L.B. Jones
Predicted Path:   Jesse Hill Ford --[(INV) written_by]--> The Liberation of L.B. Jones --[written_by]--> Jesse Hill Ford --[(INV) written_by]--> The Liberation of L.B. Jones
Path (Raw):       Jesse Hill Ford --[(INV) written_by]--> The Liberation of L.B. Jones --[written_by]--> Jesse Hill Ford --[(INV) written_by]--> The Liberation of L.B. Jones
Neg LogProb(↓):   0.000275
Path Entropy(↓):  0.002531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the hotel new hampshire also directed which films
Start Entity:     The Hotel New Hampshire
Gold Answer:      [['Mahogany', 'Mademoiselle', 'The Border', 'The Charge of the Light Brigade', 'Tom Jones', 'The Loneliness of the Long Distance Runner', 'Look Back in Anger', 'A Delicate Balance', 'The Entertainer', 'Ned Kelly', 'Blue Sky', 'A Taste of Honey', 'Hamlet', 'The Loved One']]
Predicted Ans:    Hamlet
Predicted Path:   The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet
Path (Raw):       The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[No Operation]--> Hamlet
Neg LogProb(↓):   1.462873
Path Entropy(↓):  1.951647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by ted griffin
Start Entity:     Ted Griffin
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ted Griffin --[(INV) written_by]--> Rumor Has It... --[has_genre]--> Comedy
Path (Raw):       Ted Griffin --[No Operation]--> Ted Griffin --[(INV) written_by]--> Rumor Has It... --[has_genre]--> Comedy
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000335
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie real life
Start Entity:     Real Life
Gold Answer:      [['Albert Brooks']]
Predicted Ans:    Albert Brooks
Predicted Path:   Real Life --[written_by]--> Albert Brooks --[(INV) written_by]--> Defending Your Life --[written_by]--> Albert Brooks
Path (Raw):       Real Life --[written_by]--> Albert Brooks --[(INV) written_by]--> Defending Your Life --[written_by]--> Albert Brooks
Neg LogProb(↓):   0.114536
Path Entropy(↓):  0.447383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by lullaby actors
Start Entity:     Lullaby
Gold Answer:      [['Music', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Lullaby --[starred_actors]--> Garrett Hedlund --[(INV) starred_actors]--> Unbroken --[has_genre]--> Drama
Path (Raw):       Lullaby --[starred_actors]--> Garrett Hedlund --[(INV) starred_actors]--> Unbroken --[has_genre]--> Drama
Neg LogProb(↓):   1.049272
Path Entropy(↓):  0.777769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with raymond carver
Start Entity:     Raymond Carver
Gold Answer:      [['Dan Rush', 'Robert Altman', 'Frank Barhydt', 'Beatrix Christian']]
Predicted Ans:    Raymond Carver
Predicted Path:   Raymond Carver --[(INV) written_by]--> Short Cuts --[written_by]--> Raymond Carver
Path (Raw):       Raymond Carver --[No Operation]--> Raymond Carver --[(INV) written_by]--> Short Cuts --[written_by]--> Raymond Carver
Neg LogProb(↓):   0.196024
Path Entropy(↓):  0.471004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movies written by karl alexander
Start Entity:     Karl Alexander
Gold Answer:      [['Nicholas Meyer']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Karl Alexander --[(INV) written_by]--> Time After Time --[directed_by]--> Nicholas Meyer
Path (Raw):       Karl Alexander --[No Operation]--> Karl Alexander --[(INV) written_by]--> Time After Time --[directed_by]--> Nicholas Meyer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film 1900 were in which genres
Start Entity:     1900
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   1900 --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[has_genre]--> Drama
Path (Raw):       1900 --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[has_genre]--> Drama
Neg LogProb(↓):   0.000620
Path Entropy(↓):  0.006369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with back to bataan in
Start Entity:     Back to Bataan
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Back to Bataan --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Anzio --[in_language]--> Italian
Path (Raw):       Back to Bataan --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   0.303399
Path Entropy(↓):  0.846684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the house i live in were released in which years
Start Entity:     The House I Live In
Gold Answer:      [['2011', '2005']]
Predicted Ans:    2012
Predicted Path:   The House I Live In --[written_by]--> Eugene Jarecki --[(INV) written_by]--> The House I Live In --[release_year]--> 2012
Path (Raw):       The House I Live In --[written_by]--> Eugene Jarecki --[(INV) written_by]--> The House I Live In --[release_year]--> 2012
Neg LogProb(↓):   0.387653
Path Entropy(↓):  0.793575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of torch song starred who
Start Entity:     Torch Song
Gold Answer:      [['Lee Philips', 'Susan Hayward', 'Ethel Barrymore', 'Lloyd Nolan', 'Cary Grant', 'James Stewart', 'Lana Turner', 'Leslie Caron', 'Anthony Perkins', 'Anne Crawford', 'Mel Ferrer', 'Charles Laughton', 'Bette Davis', 'James Garner', 'Stewart Granger', 'Wendell Corey', 'Shirley Booth', 'Pier Angeli', 'Thelma Ritter', 'Shirley MacLaine', 'Paul Ford', 'Robert Taylor', 'Mike Connors', 'Joey Heatherton', 'Grace Kelly', 'Audrey Hepburn', 'Kirk Douglas', 'Ava Gardner', 'Jean Simmons']]
Predicted Ans:    James Garner
Predicted Path:   Torch Song --[written_by]--> John Michael Hayes --[(INV) written_by]--> The Children's Hour --[starred_actors]--> James Garner
Path (Raw):       Torch Song --[written_by]--> John Michael Hayes --[(INV) written_by]--> The Children's Hour --[starred_actors]--> James Garner
Neg LogProb(↓):   0.512665
Path Entropy(↓):  1.392958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jack moran wrote films together with who
Start Entity:     Jack Moran
Gold Answer:      [['Russ Meyer']]
Predicted Ans:    Russ Meyer
Predicted Path:   Jack Moran --[(INV) written_by]--> Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer
Path (Raw):       Jack Moran --[No Operation]--> Jack Moran --[(INV) written_by]--> Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer
Neg LogProb(↓):   0.000175
Path Entropy(↓):  0.001692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is the farmer's wife about
Start Entity:     The Farmer's Wife
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Farmer's Wife --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The Farmer's Wife --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.382976
Path Entropy(↓):  0.706071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the new girlfriend
Start Entity:     The New Girlfriend
Gold Answer:      [['François Ozon']]
Predicted Ans:    François Ozon
Predicted Path:   The New Girlfriend --[directed_by]--> François Ozon --[(INV) directed_by]--> Swimming Pool --[directed_by]--> François Ozon
Path (Raw):       The New Girlfriend --[directed_by]--> François Ozon --[(INV) directed_by]--> Swimming Pool --[directed_by]--> François Ozon
Neg LogProb(↓):   0.742519
Path Entropy(↓):  1.405111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the things of life
Start Entity:     The Things of Life
Gold Answer:      [['Mark Rydell', 'Claude Sautet']]
Predicted Ans:    Claude Sautet
Predicted Path:   The Things of Life --[written_by]--> Claude Sautet --[(INV) written_by]--> César and Rosalie --[directed_by]--> Claude Sautet
Path (Raw):       The Things of Life --[written_by]--> Claude Sautet --[(INV) written_by]--> César and Rosalie --[directed_by]--> Claude Sautet
Neg LogProb(↓):   0.143760
Path Entropy(↓):  0.457026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by gretchen mol
Start Entity:     Gretchen Mol
Gold Answer:      [['Mike Million', 'Daniel F. Galouye', 'Alex Metcalf', 'Neil LaBute', 'Josef Rusnak', 'Paul Schrader', 'Charlie Peters']]
Predicted Ans:    Daniel F. Galouye
Predicted Path:   Gretchen Mol --[(INV) starred_actors]--> The Thirteenth Floor --[written_by]--> Daniel F. Galouye
Path (Raw):       Gretchen Mol --[No Operation]--> Gretchen Mol --[(INV) starred_actors]--> The Thirteenth Floor --[written_by]--> Daniel F. Galouye
Neg LogProb(↓):   0.652099
Path Entropy(↓):  1.331009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of dead men don't wear plaid
Start Entity:     Dead Men Don't Wear Plaid
Gold Answer:      [['All the Young Men', 'The Out-of-Towners', 'The Carpetbaggers', 'The Badlanders', 'Lucky Jordan', 'Branded', 'Dirty Rotten Scoundrels', 'The Pink Panther', 'The Lonely Guy', 'The Glass Key', 'Appointment with Danger', 'Mixed Nuts', 'A Simple Twist of Fate', 'Father of the Bride Part II', 'Cheaper by the Dozen', 'How to Get Ahead in Advertising', 'Parenthood', 'Sgt. Bilko', 'Home', 'Pennies from Heaven', 'Bowfinger', 'Shane', 'Cheaper by the Dozen 2', 'L.A. Story', 'On the Beach', 'The Blue Dahlia', 'Novocaine', '¡Three Amigos!', 'The Great Gatsby', 'Father of the Bride', 'Leap of Faith', 'My Blue Heaven', 'Against All Odds', 'Roxanne', 'Shopgirl', 'The Spanish Prisoner', 'The Pink Panther 2', 'Bringing Down the House', 'The Jerk', 'All of Me', 'The Deep Six', 'After Dark, My Sweet', "It's Complicated", "The Spirit of '76", 'The Man with Two Brains', 'Boy on a Dolphin']]
Predicted Ans:    The Great Gatsby
Predicted Path:   Dead Men Don't Wear Plaid --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby
Path (Raw):       Dead Men Don't Wear Plaid --[starred_actors]--> Alan Ladd --[No Operation]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby
Neg LogProb(↓):   0.683010
Path Entropy(↓):  1.812252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in what goes up
Start Entity:     What Goes Up
Gold Answer:      [['English', 'Korean', 'Russian', 'German']]
Predicted Ans:    Korean
Predicted Path:   What Goes Up --[starred_actors]--> Josh Peck --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Path (Raw):       What Goes Up --[starred_actors]--> Josh Peck --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.650677
Path Entropy(↓):  0.692238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by julian schnabel
Start Entity:     Julian Schnabel
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Julian Schnabel --[(INV) directed_by]--> Before Night Falls --[in_language]--> English
Path (Raw):       Julian Schnabel --[No Operation]--> Julian Schnabel --[(INV) directed_by]--> Before Night Falls --[in_language]--> English
Neg LogProb(↓):   0.044217
Path Entropy(↓):  0.178198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in christmas in connecticut
Start Entity:     Christmas in Connecticut
Gold Answer:      [['Dennis Morgan', 'Barbara Stanwyck', 'Sydney Greenstreet']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Christmas in Connecticut --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Christmas in Connecticut --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.014429
Path Entropy(↓):  0.095332
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with wellesley wild
Start Entity:     Wellesley Wild
Gold Answer:      [['Seth MacFarlane', 'Alec Sulkin']]
Predicted Ans:    Alec Sulkin
Predicted Path:   Wellesley Wild --[(INV) written_by]--> Ted --[written_by]--> Alec Sulkin
Path (Raw):       Wellesley Wild --[No Operation]--> Wellesley Wild --[(INV) written_by]--> Ted --[written_by]--> Alec Sulkin
Neg LogProb(↓):   0.697087
Path Entropy(↓):  0.757608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by rusty cundieff were in which genres
Start Entity:     Rusty Cundieff
Gold Answer:      [['Horror', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rusty Cundieff --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       Rusty Cundieff --[No Operation]--> Rusty Cundieff --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.026416
Path Entropy(↓):  0.121604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by gary leva were released in which years
Start Entity:     Gary Leva
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Gary Leva --[(INV) directed_by]--> Fog City Mavericks --[release_year]--> 2007
Path (Raw):       Gary Leva --[No Operation]--> Gary Leva --[(INV) directed_by]--> Fog City Mavericks --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with thomas meighan
Start Entity:     Thomas Meighan
Gold Answer:      [['Lizabeth Scott', 'Marie Prevost', 'Robert Mitchum', 'Robert Ryan', 'Louis Wolheim']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Thomas Meighan --[(INV) starred_actors]--> The Racket --[starred_actors]--> Robert Mitchum
Path (Raw):       Thomas Meighan --[No Operation]--> Thomas Meighan --[(INV) starred_actors]--> The Racket --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.020462
Path Entropy(↓):  0.110630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie antitrust
Start Entity:     Antitrust
Gold Answer:      [['2011', '1990', '1992', '1997']]
Predicted Ans:    2001
Predicted Path:   Antitrust --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust --[release_year]--> 2001
Path (Raw):       Antitrust --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust --[release_year]--> 2001
Neg LogProb(↓):   0.321140
Path Entropy(↓):  0.783199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of the movie the clowns
Start Entity:     The Clowns
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Clowns --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Path (Raw):       The Clowns --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Neg LogProb(↓):   2.924668
Path Entropy(↓):  4.088411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did marcello pagliero star in
Start Entity:     Marcello Pagliero
Gold Answer:      [['Rome, Open City']]
Predicted Ans:    Rome, Open City
Predicted Path:   Marcello Pagliero --[(INV) starred_actors]--> Rome, Open City --[starred_actors]--> Aldo Fabrizi --[(INV) starred_actors]--> Rome, Open City
Path (Raw):       Marcello Pagliero --[(INV) starred_actors]--> Rome, Open City --[starred_actors]--> Aldo Fabrizi --[(INV) starred_actors]--> Rome, Open City
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by night train to lisbon writers
Start Entity:     Night Train to Lisbon
Gold Answer:      [['Thriller']]
Predicted Ans:    lisbon
Predicted Path:   Night Train to Lisbon --[written_by]--> Pascal Mercier --[(INV) written_by]--> Night Train to Lisbon --[has_tags]--> lisbon
Path (Raw):       Night Train to Lisbon --[written_by]--> Pascal Mercier --[(INV) written_by]--> Night Train to Lisbon --[has_tags]--> lisbon
Neg LogProb(↓):   0.059688
Path Entropy(↓):  0.278545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film darkness
Start Entity:     Darkness
Gold Answer:      [['2005', '1999']]
Predicted Ans:    1999
Predicted Path:   Darkness --[written_by]--> Jaume Balagueró --[(INV) written_by]--> The Nameless --[release_year]--> 1999
Path (Raw):       Darkness --[written_by]--> Jaume Balagueró --[(INV) written_by]--> The Nameless --[release_year]--> 1999
Neg LogProb(↓):   0.020028
Path Entropy(↓):  0.102993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor silvia colloca acted together with who
Start Entity:     Silvia Colloca
Gold Answer:      [['Wesley Snipes', 'Tim Dutton', 'William Hope']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Silvia Colloca --[(INV) starred_actors]--> The Detonator --[starred_actors]--> Wesley Snipes
Path (Raw):       Silvia Colloca --[No Operation]--> Silvia Colloca --[(INV) starred_actors]--> The Detonator --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.002058
Path Entropy(↓):  0.015456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by mike mitchell
Start Entity:     mike mitchell
Gold Answer:      [['Surviving Christmas']]
Predicted Ans:    Surviving Christmas
Predicted Path:   mike mitchell --[(INV) has_tags]--> Surviving Christmas --[has_tags]--> mike mitchell --[(INV) has_tags]--> Surviving Christmas
Path (Raw):       mike mitchell --[(INV) has_tags]--> Surviving Christmas --[has_tags]--> mike mitchell --[(INV) has_tags]--> Surviving Christmas
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film gun the man down
Start Entity:     Gun the Man Down
Gold Answer:      [['1954', '1952']]
Predicted Ans:    1954
Predicted Path:   Gun the Man Down --[starred_actors]--> James Arness --[(INV) starred_actors]--> Them! --[release_year]--> 1954
Path (Raw):       Gun the Man Down --[starred_actors]--> James Arness --[(INV) starred_actors]--> Them! --[release_year]--> 1954
Neg LogProb(↓):   0.537660
Path Entropy(↓):  0.954621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe pulse in a few words
Start Entity:     Pulse
Gold Answer:      [['horror', 'kiyoshi kurosawa', 'japanese']]
Predicted Ans:    kiyoshi kurosawa
Predicted Path:   Pulse --[has_tags]--> kiyoshi kurosawa --[(INV) has_tags]--> Pulse --[has_tags]--> kiyoshi kurosawa
Path (Raw):       Pulse --[has_tags]--> kiyoshi kurosawa --[(INV) has_tags]--> Pulse --[has_tags]--> kiyoshi kurosawa
Neg LogProb(↓):   0.001204
Path Entropy(↓):  0.010568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by anjelica huston
Start Entity:     Anjelica Huston
Gold Answer:      [["Brendan O'Carroll"]]
Predicted Ans:    Brendan O'Carroll
Predicted Path:   Anjelica Huston --[(INV) directed_by]--> Agnes Browne --[written_by]--> Brendan O'Carroll
Path (Raw):       Anjelica Huston --[No Operation]--> Anjelica Huston --[(INV) directed_by]--> Agnes Browne --[written_by]--> Brendan O'Carroll
Neg LogProb(↓):   0.001462
Path Entropy(↓):  0.013887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie the girl in a swing in
Start Entity:     The Girl in a Swing
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Girl in a Swing --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The Girl in a Swing --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.757032
Path Entropy(↓):  2.548187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film chatroom released
Start Entity:     Chatroom
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Chatroom --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Chatroom --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.709266
Path Entropy(↓):  4.228448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie an american in paris were in which genres
Start Entity:     An American in Paris
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   An American in Paris --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Gigi --[has_genre]--> Comedy
Path (Raw):       An American in Paris --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Gigi --[has_genre]--> Comedy
Neg LogProb(↓):   1.171893
Path Entropy(↓):  1.845917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film pete's dragon are written by who
Start Entity:     Pete's Dragon
Gold Answer:      [['Ted Berman', 'Guy Bolton', 'Larry Gelbart', 'Ronald Cass', 'Peter Myers', 'Daniel P. Mannix', 'Rod Serling', 'Walter Farley', 'Enid Bagnold', 'William Ludwig', 'William Saroyan', 'Vivien R. Bretherton', 'Aurania Rouverol', 'Howard Estabrook', 'Mark Twain', 'Paul Gallico', 'Jeanne Rosenberg', 'John Meehan', 'Sheldon Keller', 'Eleanore Griffin', 'Melissa Mathison', 'William D. Wittliff', 'Dore Schary', 'Milan Trenc', 'Richard Rodgers', 'Lorenz Hart', 'Thomas Lennon', 'Larry Cohen', 'Robert Ben Garant', "Eugene O'Neill"]]
Predicted Ans:    Dore Schary
Predicted Path:   Pete's Dragon --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[written_by]--> Dore Schary
Path (Raw):       Pete's Dragon --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[written_by]--> Dore Schary
Neg LogProb(↓):   0.346213
Path Entropy(↓):  1.059133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in commandments
Start Entity:     Commandments
Gold Answer:      [['Aidan Quinn', 'Anthony LaPaglia', 'Courteney Cox']]
Predicted Ans:    Anthony LaPaglia
Predicted Path:   Commandments --[starred_actors]--> Anthony LaPaglia --[(INV) starred_actors]--> The Guys --[starred_actors]--> Anthony LaPaglia
Path (Raw):       Commandments --[starred_actors]--> Anthony LaPaglia --[(INV) starred_actors]--> The Guys --[starred_actors]--> Anthony LaPaglia
Neg LogProb(↓):   0.674809
Path Entropy(↓):  1.096673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie major league are written by who
Start Entity:     Major League
Gold Answer:      [['Frederick Forsyth', 'John Fusco', 'Ole Bornedal', 'Ronald F. Maxwell', 'Wolfgang Petersen', 'Richard Neely', 'Stuart Gordon', 'Pat Proft', 'Michael Shaara', 'Susan Isaacs', 'Emilio Estevez', 'John Milius', 'Jim Kouf', 'Roman Coppola', 'Brett Halliday', 'George Froeschel', 'David Seltzer', 'Oliver Stone', 'David S. Goyer', 'Alan Rudolph', 'Boaz Yakin', 'Ira Levin', 'Lawrence Kasdan', 'Rowdy Herrington', 'Vincent Campanella', 'Dennis Paoli', 'Hugh Wilson', 'Kevin Reynolds', 'Joe Eszterhas', 'Peter Matthiessen', 'Jim Abrahams', 'George MacDonald Fraser', 'Shane Black', 'David Loughery', 'Dick Wolf', 'Elmore Leonard', 'David McCumber', 'Jeremy Passmore', 'Tab Murphy', 'Scott Spiegel', 'David Twohy', 'Ronald Millar', 'Gordon Weaver', 'Carl Ellsworth']]
Predicted Ans:    David Twohy
Predicted Path:   Major League --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       Major League --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.977133
Path Entropy(↓):  1.282384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in excess baggage
Start Entity:     Excess Baggage
Gold Answer:      [['Family', 'Sport', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Excess Baggage --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Hunted --[has_genre]--> Action
Path (Raw):       Excess Baggage --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Hunted --[has_genre]--> Action
Neg LogProb(↓):   0.840838
Path Entropy(↓):  1.485848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the switch
Start Entity:     The Switch
Gold Answer:      [['Jon Heder', 'Will Ferrell']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   The Switch --[directed_by]--> Josh Gordon --[(INV) directed_by]--> The Switch --[starred_actors]--> Jennifer Aniston
Path (Raw):       The Switch --[directed_by]--> Josh Gordon --[(INV) directed_by]--> The Switch --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.486139
Path Entropy(↓):  0.843558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in last days in the desert
Start Entity:     Last Days in the Desert
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '2006', '2015', '2009', '2010', '1994', '2014', '1995', '2001', '1996', '2012', '2011', '2013', '1997', '2005', '1999']]
Predicted Ans:    2008
Predicted Path:   Last Days in the Desert --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       Last Days in the Desert --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   1.224990
Path Entropy(↓):  2.297571
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie belizaire the cajun
Start Entity:     Belizaire the Cajun
Gold Answer:      [['1995', '1980', '1978', '2000', '1948', '2001', '1992', '2005', '1993', '1959', '1982', '1996', '1994', '1979', '1984', '2007']]
Predicted Ans:    1992
Predicted Path:   Belizaire the Cajun --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> The Mambo Kings --[release_year]--> 1992
Path (Raw):       Belizaire the Cajun --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> The Mambo Kings --[release_year]--> 1992
Neg LogProb(↓):   0.898611
Path Entropy(↓):  1.818362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the park is mine were released in which years
Start Entity:     The Park Is Mine
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1977', '2007', '1998', '2009', '2010', '1947', '2014', '1994', '1995', '1990', '1989', '2002', '2012', '2011', '1988', '1978', '2000', '1997', '2005', '1999', '1987', '1986']]
Predicted Ans:    1947
Predicted Path:   The Park Is Mine --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> The Fugitive --[release_year]--> 1947
Path (Raw):       The Park Is Mine --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> The Fugitive --[release_year]--> 1947
Neg LogProb(↓):   1.719909
Path Entropy(↓):  2.912894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by kirk r. thatcher
Start Entity:     Kirk R. Thatcher
Gold Answer:      [["It's a Very Merry Muppet Christmas Movie"]]
Predicted Ans:    It's a Very Merry Muppet Christmas Movie
Predicted Path:   Kirk R. Thatcher --[(INV) directed_by]--> It's a Very Merry Muppet Christmas Movie --[written_by]--> Tom Martin --[(INV) written_by]--> It's a Very Merry Muppet Christmas Movie
Path (Raw):       Kirk R. Thatcher --[(INV) directed_by]--> It's a Very Merry Muppet Christmas Movie --[written_by]--> Tom Martin --[(INV) written_by]--> It's a Very Merry Muppet Christmas Movie
Neg LogProb(↓):   0.546432
Path Entropy(↓):  0.972246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did mary welch star in
Start Entity:     Mary Welch
Gold Answer:      [['Park Row']]
Predicted Ans:    Park Row
Predicted Path:   Mary Welch --[(INV) starred_actors]--> Park Row --[starred_actors]--> Mary Welch --[(INV) starred_actors]--> Park Row
Path (Raw):       Mary Welch --[(INV) starred_actors]--> Park Row --[starred_actors]--> Mary Welch --[(INV) starred_actors]--> Park Row
Neg LogProb(↓):   0.056913
Path Entropy(↓):  0.213905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the burglars
Start Entity:     The Burglars
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Burglars --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[in_language]--> French
Path (Raw):       The Burglars --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[in_language]--> French
Neg LogProb(↓):   0.377236
Path Entropy(↓):  0.627214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by richard pryor
Start Entity:     Richard Pryor
Gold Answer:      [['Blazing Saddles', 'Jo Jo Dancer, Your Life Is Calling', "Bustin' Loose"]]
Predicted Ans:    Jo Jo Dancer, Your Life Is Calling
Predicted Path:   Richard Pryor --[(INV) written_by]--> Jo Jo Dancer, Your Life Is Calling --[written_by]--> Richard Pryor --[(INV) written_by]--> Jo Jo Dancer, Your Life Is Calling
Path (Raw):       Richard Pryor --[(INV) written_by]--> Jo Jo Dancer, Your Life Is Calling --[written_by]--> Richard Pryor --[(INV) written_by]--> Jo Jo Dancer, Your Life Is Calling
Neg LogProb(↓):   0.421680
Path Entropy(↓):  0.888433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by virginia karns
Start Entity:     Virginia Karns
Gold Answer:      [['Jack Donohue', 'Gus Meins']]
Predicted Ans:    Jack Donohue
Predicted Path:   Virginia Karns --[(INV) starred_actors]--> Babes in Toyland --[directed_by]--> Jack Donohue
Path (Raw):       Virginia Karns --[No Operation]--> Virginia Karns --[(INV) starred_actors]--> Babes in Toyland --[directed_by]--> Jack Donohue
Neg LogProb(↓):   0.000643
Path Entropy(↓):  0.005365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ashutosh gowariker directed which films
Start Entity:     Ashutosh Gowariker
Gold Answer:      [['Swades', 'Jodhaa Akbar']]
Predicted Ans:    Jodhaa Akbar
Predicted Path:   Ashutosh Gowariker --[(INV) directed_by]--> Jodhaa Akbar --[directed_by]--> Ashutosh Gowariker --[(INV) directed_by]--> Jodhaa Akbar
Path (Raw):       Ashutosh Gowariker --[(INV) directed_by]--> Jodhaa Akbar --[directed_by]--> Ashutosh Gowariker --[(INV) directed_by]--> Jodhaa Akbar
Neg LogProb(↓):   0.135111
Path Entropy(↓):  0.451104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter j. b. pick co - wrote movies with who
Start Entity:     J.B. Pick
Gold Answer:      [['James Clavell']]
Predicted Ans:    James Clavell
Predicted Path:   J.B. Pick --[(INV) written_by]--> The Last Valley --[written_by]--> James Clavell
Path (Raw):       J.B. Pick --[No Operation]--> J.B. Pick --[(INV) written_by]--> The Last Valley --[written_by]--> James Clavell
Neg LogProb(↓):   0.000865
Path Entropy(↓):  0.006964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film marat / sade released
Start Entity:     Marat/Sade
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Marat/Sade --[release_year]--> 1967 --[(INV) release_year]--> King Kong Escapes --[release_year]--> 1967
Path (Raw):       Marat/Sade --[release_year]--> 1967 --[(INV) release_year]--> King Kong Escapes --[release_year]--> 1967
Neg LogProb(↓):   2.800390
Path Entropy(↓):  3.879731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film starting over were in which languages
Start Entity:     Starting Over
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Starting Over --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Starting Over --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.006385
Path Entropy(↓):  0.039376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film next of kin
Start Entity:     Next of Kin
Gold Answer:      [['1980', '2008', '1993', '1985', '1998', '2009', '2014', '1994', '1995', '1948', '2001', '1989', '2002', '1981', '2013', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1989
Predicted Path:   Next of Kin --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Next of Kin --[release_year]--> 1989
Path (Raw):       Next of Kin --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Next of Kin --[release_year]--> 1989
Neg LogProb(↓):   1.449060
Path Entropy(↓):  2.697866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the survivors
Start Entity:     The Survivors
Gold Answer:      [['Out to Sea', 'Buddy Buddy', 'Lonely Are the Brave', 'Good Morning, Vietnam', 'Flubber', 'Good Will Hunting', 'The Birdcage', 'Plaza Suite', 'RV', 'The Incident', 'Hopscotch', "I'm Not Rappaport", 'Onionhead', 'The Face of Love', 'Bigger Than Life', 'The Sunshine Boys', 'Moscow on the Hudson', 'Dead Poets Society', 'Grumpy Old Men', 'A Face in the Crowd', 'Bicentennial Man', 'The Big White', 'Patch Adams', "Pete 'n' Tillie", "Fathers' Day", 'A New Leaf', 'House of D', 'One Hour Photo', "World's Greatest Dad", 'The World According to Garp', 'A Guide for the Married Man', 'Popeye', 'I.Q.', 'The Laughing Policeman', 'First Monday in October', 'Cadillac Man', 'The Angriest Man in Brooklyn', 'License to Wed', 'Aladdin', 'The Fortune Cookie', 'Dennis the Menace', 'King Creole', 'The Front Page', 'The Final Cut', 'Being Human', 'The Taking of Pelham One Two Three', 'The Grass Harp', 'Club Paradise', 'Jack', 'Mirage', 'Seize the Day', 'The Bad News Bears', 'The Odd Couple', 'Grumpier Old Men', 'The Odd Couple II', 'Man of the Year', 'Hello, Dolly!', 'Old Dogs', 'Cactus Flower', 'Charley Varrick', 'Jakob the Liar', 'Hook', 'Hanging Up', 'Awakenings', 'Toys', 'Jumanji', 'The Couch Trip', 'What Dreams May Come', 'Charade', 'Mrs. Doubtfire', 'Death to Smoochy', 'Little Miss Marker', 'The Best of Times', 'Kotch']]
Predicted Ans:    The Front Page
Predicted Path:   The Survivors --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page
Path (Raw):       The Survivors --[starred_actors]--> Walter Matthau --[No Operation]--> Walter Matthau --[(INV) starred_actors]--> The Front Page
Neg LogProb(↓):   0.841645
Path Entropy(↓):  1.132242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of an american carol
Start Entity:     An American Carol
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   An American Carol --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       An American Carol --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.191368
Path Entropy(↓):  4.580956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie jesse james were in which languages
Start Entity:     Jesse James
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Jesse James --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Jesse James --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by true confession actors
Start Entity:     True Confession
Gold Answer:      [['W. Somerset Maugham', 'Bessie Breuer', 'Edmund Goulding', 'Herman Wouk', 'Chester Erskine', 'Betty MacDonald', 'Merle Miller', 'Jane Murfin', 'J. Grubb Alexander', 'Louis Bromfield', 'Joseph Bologna', 'James H. Street', 'Thomas Meehan', 'Ronny Graham', 'Gilles Mimouni', 'Benjamin Glazer', 'Preston Sturges', 'MacKinlay Kantor', 'Cornell Woolrich', 'Thomas Walsh', 'Vincent Lawrence', 'Fred F. Finklehoffe', 'Mortimer Offner', 'Percy Heath', 'Claude Binyon', 'William H. Macy', 'Dorothy Yost', 'Samuel Hoffenstein', 'Renée Taylor', 'Billy Wilder', 'Charles Brackett', 'William Bowers', 'Melchior Lengyel', 'Louis Pelletier', 'Edwin Justus Mayer', 'Daniela Thomas', 'AJ Carothers', 'Charles Bruce Millholland', 'Edna Ferber', 'Melville Baker', 'Sylvia Thalberg', 'Donald Ogden Stewart', 'Ursula Parrott', 'Herman J. Mankiewicz', 'Frederic I. Rinaldo', 'Peter Dawson', 'Robert Lees', 'Bernard C. Schoenfeld', 'Maurice Leblanc', 'Francis de Croisset', 'James M. Cain', 'Felix Salten', 'Everett Freeman', 'Walter Salles', 'Booth Tarkington', 'Clara Beranger', 'Eric Hatch', 'Peter Berneis', 'Franz Schulz', 'George S. Kaufman', 'Morrie Ryskind', 'Ben Hecht', 'Raymond Chandler', 'Charles MacArthur', 'Cordelia Drexel Biddle', 'Helen MacInnes', 'Robert Louis Stevenson', 'John Lee Mahin', 'Frances Marion', 'Jack Kirkland']]
Predicted Ans:    Billy Wilder
Predicted Path:   True Confession --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[written_by]--> Billy Wilder
Path (Raw):       True Confession --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.906145
Path Entropy(↓):  1.514926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by giulia boschi
Start Entity:     Giulia Boschi
Gold Answer:      [['Lasse Hallström', 'Claire Denis']]
Predicted Ans:    Claire Denis
Predicted Path:   Giulia Boschi --[(INV) starred_actors]--> Chocolat --[directed_by]--> Claire Denis
Path (Raw):       Giulia Boschi --[No Operation]--> Giulia Boschi --[(INV) starred_actors]--> Chocolat --[directed_by]--> Claire Denis
Neg LogProb(↓):   0.332549
Path Entropy(↓):  0.595678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of she done him wrong
Start Entity:     She Done Him Wrong
Gold Answer:      [['Dom DeLuise', 'James Cagney', 'Joan Blondell', 'Jean Harlow', 'Joseph Calleia', 'Cary Grant', 'Edward Woods', 'Dick Foran', 'Tony Curtis', 'Mae West', 'Johnny Mack Brown', 'Timothy Dalton']]
Predicted Ans:    Cary Grant
Predicted Path:   She Done Him Wrong --[written_by]--> Mae West --[(INV) written_by]--> I'm No Angel --[starred_actors]--> Cary Grant
Path (Raw):       She Done Him Wrong --[written_by]--> Mae West --[(INV) written_by]--> I'm No Angel --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.022226
Path Entropy(↓):  0.131964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of making the grade also wrote movies
Start Entity:     Making the Grade
Gold Answer:      [['Treasure of the Four Crowns', "Comin' at Ya!", 'Loaded Weapon 1', 'Operation Dumbo Drop', "King Solomon's Mines", 'Sudden Death']]
Predicted Ans:    King Solomon's Mines
Predicted Path:   Making the Grade --[written_by]--> Gene Quintano --[(INV) written_by]--> King Solomon's Mines
Path (Raw):       Making the Grade --[written_by]--> Gene Quintano --[(INV) written_by]--> King Solomon's Mines --[No Operation]--> King Solomon's Mines
Neg LogProb(↓):   0.202348
Path Entropy(↓):  0.681375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote cool it
Start Entity:     Cool It
Gold Answer:      [['Ondi Timoner']]
Predicted Ans:    Ondi Timoner
Predicted Path:   Cool It --[written_by]--> Ondi Timoner --[(INV) written_by]--> We Live in Public --[directed_by]--> Ondi Timoner
Path (Raw):       Cool It --[written_by]--> Ondi Timoner --[(INV) written_by]--> We Live in Public --[directed_by]--> Ondi Timoner
Neg LogProb(↓):   0.003051
Path Entropy(↓):  0.022904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of peter miles
Start Entity:     Peter Miles
Gold Answer:      [['Gillian Freeman']]
Predicted Ans:    Peter Miles
Predicted Path:   Peter Miles --[(INV) written_by]--> That Cold Day in the Park --[written_by]--> Peter Miles
Path (Raw):       Peter Miles --[No Operation]--> Peter Miles --[(INV) written_by]--> That Cold Day in the Park --[written_by]--> Peter Miles
Neg LogProb(↓):   0.000878
Path Entropy(↓):  0.007070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The scriptwriter of for colored girls also wrote which films
Start Entity:     For Colored Girls
Gold Answer:      [["Tyler Perry's A Madea Christmas", 'The Single Moms Club', "Madea's Big Happy Family", 'Why Did I Get Married Too?', 'Madea Goes to Jail', 'Why Did I Get Married?', "Madea's Witness Protection", "Daddy's Little Girls", 'Meet the Browns', 'A Madea Christmas', "Madea's Family Reunion", 'I Can Do Bad All by Myself', 'The Family That Preys', 'Diary of a Mad Black Woman']]
Predicted Ans:    Why Did I Get Married Too?
Predicted Path:   For Colored Girls --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too?
Path (Raw):       For Colored Girls --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[No Operation]--> Why Did I Get Married Too?
Neg LogProb(↓):   0.555474
Path Entropy(↓):  1.536796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the woman in white
Start Entity:     The Woman in White
Gold Answer:      [['Edmund Goulding', 'John Cromwell', 'John Huston', 'Guy Green', 'Gordon Douglas', 'Jean Negulesco', 'Richard Thorpe', 'Dick Powell', 'Raoul Walsh', 'Otto Preminger', 'Nicolas Gessner', 'George Marshall', 'Vincent Sherman', 'Byron Haskin', 'Michael Curtiz', 'George Sidney', 'S. Sylvan Simon', 'Frank Capra', 'Will Vinton', 'Russell Rouse', 'Tony Maylam', 'Edward Ludwig', 'Curtis Bernhardt', 'Vincente Minnelli', 'Peter Godfrey', 'Sidney Lumet', 'Don Siegel', 'George Seaton', 'Delbert Mann', 'Melvin Frank', 'Jack Conway', 'Sydney Pollack', 'Robert Florey', 'William Wyler', 'Irving Rapper', 'David Butler', 'H. Bruce Humberstone', 'Howard Hawks']]
Predicted Ans:    Peter Godfrey
Predicted Path:   The Woman in White --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Escape Me Never --[directed_by]--> Peter Godfrey
Path (Raw):       The Woman in White --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Escape Me Never --[directed_by]--> Peter Godfrey
Neg LogProb(↓):   1.536173
Path Entropy(↓):  1.669744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the man who knew too much
Start Entity:     The Man Who Knew Too Much
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    Torn Curtain
Predicted Path:   The Man Who Knew Too Much --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain
Path (Raw):       The Man Who Knew Too Much --[No Operation]--> The Man Who Knew Too Much --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain
Neg LogProb(↓):   1.685503
Path Entropy(↓):  2.770801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by rob meltzer were written by who
Start Entity:     Rob Meltzer
Gold Answer:      [['Jonathan Hensleigh']]
Predicted Ans:    Jonathan Hensleigh
Predicted Path:   Rob Meltzer --[(INV) directed_by]--> Welcome to the Jungle --[written_by]--> Jonathan Hensleigh
Path (Raw):       Rob Meltzer --[No Operation]--> Rob Meltzer --[(INV) directed_by]--> Welcome to the Jungle --[written_by]--> Jonathan Hensleigh
Neg LogProb(↓):   0.010828
Path Entropy(↓):  0.059604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of ron jeremy starred movies
Start Entity:     Ron Jeremy
Gold Answer:      [['Vito Trabucco']]
Predicted Ans:    Vito Trabucco
Predicted Path:   Ron Jeremy --[(INV) starred_actors]--> Bloody Bloody Bible Camp --[directed_by]--> Vito Trabucco
Path (Raw):       Ron Jeremy --[No Operation]--> Ron Jeremy --[(INV) starred_actors]--> Bloody Bloody Bible Camp --[directed_by]--> Vito Trabucco
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by christopher crowe
Start Entity:     Christopher Crowe
Gold Answer:      [['Reese Witherspoon', 'Mark Wahlberg', 'Amy Brenneman', 'Lauren Hutton', 'William Petersen', 'Ally Sheedy', 'Stan Shaw', 'Willem Dafoe', 'Gregory Hines', "Michael O'Keefe"]]
Predicted Ans:    Willem Dafoe
Predicted Path:   Christopher Crowe --[(INV) written_by]--> Off Limits --[starred_actors]--> Willem Dafoe
Path (Raw):       Christopher Crowe --[No Operation]--> Christopher Crowe --[(INV) written_by]--> Off Limits --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   0.535931
Path Entropy(↓):  1.024423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by viva knievel! actors release
Start Entity:     Viva Knievel!
Gold Answer:      [['1980', '1970', '1954', '1944', '1993', '1985', '1974', '1939', '1957', '1951', '1973', '1943', '1976', '1948', '1990', '1942', '1996', '1955', '2011', '1978', '1949', '1997', '1950', '1960', '1999', '1945', '1952', '1958']]
Predicted Ans:    1990
Predicted Path:   Viva Knievel! --[starred_actors]--> Lauren Hutton --[(INV) starred_actors]--> Fear --[release_year]--> 1990
Path (Raw):       Viva Knievel! --[starred_actors]--> Lauren Hutton --[(INV) starred_actors]--> Fear --[release_year]--> 1990
Neg LogProb(↓):   1.313569
Path Entropy(↓):  1.700231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the bachelor and the bobby - soxer were in which languages
Start Entity:     The Bachelor and the Bobby-Soxer
Gold Answer:      [['Swedish', 'French', 'Spanish']]
Predicted Ans:    Swedish
Predicted Path:   The Bachelor and the Bobby-Soxer --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[in_language]--> Swedish
Path (Raw):       The Bachelor and the Bobby-Soxer --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[in_language]--> Swedish
Neg LogProb(↓):   0.799638
Path Entropy(↓):  1.077473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the girl on a motorcycle
Start Entity:     The Girl on a Motorcycle
Gold Answer:      [['Roger Mutton', 'Marius Goring', 'Marianne Faithfull', 'Alain Delon']]
Predicted Ans:    Marianne Faithfull
Predicted Path:   The Girl on a Motorcycle --[starred_actors]--> Marianne Faithfull --[(INV) starred_actors]--> The Girl on a Motorcycle --[starred_actors]--> Marianne Faithfull
Path (Raw):       The Girl on a Motorcycle --[starred_actors]--> Marianne Faithfull --[(INV) starred_actors]--> The Girl on a Motorcycle --[starred_actors]--> Marianne Faithfull
Neg LogProb(↓):   0.344114
Path Entropy(↓):  0.688352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was gotcha! directed by
Start Entity:     Gotcha!
Gold Answer:      [['Jeff Kanew']]
Predicted Ans:    Jeff Kanew
Predicted Path:   Gotcha! --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> V.I. Warshawski --[directed_by]--> Jeff Kanew
Path (Raw):       Gotcha! --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> V.I. Warshawski --[directed_by]--> Jeff Kanew
Neg LogProb(↓):   0.210479
Path Entropy(↓):  0.706231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by kathryn hays
Start Entity:     Kathryn Hays
Gold Answer:      [['Andrew J. Fenady', 'Al Dewlen']]
Predicted Ans:    Andrew J. Fenady
Predicted Path:   Kathryn Hays --[(INV) starred_actors]--> Ride Beyond Vengeance --[written_by]--> Andrew J. Fenady
Path (Raw):       Kathryn Hays --[No Operation]--> Kathryn Hays --[(INV) starred_actors]--> Ride Beyond Vengeance --[written_by]--> Andrew J. Fenady
Neg LogProb(↓):   0.000128
Path Entropy(↓):  0.001277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of northern lights
Start Entity:     Northern Lights
Gold Answer:      [['1980', '1952', '2009', '2007']]
Predicted Ans:    2009
Predicted Path:   Northern Lights --[written_by]--> Nora Roberts --[(INV) written_by]--> Northern Lights --[release_year]--> 2009
Path (Raw):       Northern Lights --[written_by]--> Nora Roberts --[(INV) written_by]--> Northern Lights --[release_year]--> 2009
Neg LogProb(↓):   1.151842
Path Entropy(↓):  1.421476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robin askwith were written by who
Start Entity:     Robin Askwith
Gold Answer:      [['Val Guest', 'Christopher Wood']]
Predicted Ans:    Val Guest
Predicted Path:   Robin Askwith --[(INV) starred_actors]--> Confessions of a Window Cleaner --[written_by]--> Val Guest
Path (Raw):       Robin Askwith --[No Operation]--> Robin Askwith --[(INV) starred_actors]--> Confessions of a Window Cleaner --[written_by]--> Val Guest
Neg LogProb(↓):   0.041269
Path Entropy(↓):  0.169305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the family that preys
Start Entity:     The Family That Preys
Gold Answer:      [['Ntozake Shange', 'Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   The Family That Preys --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea Goes to Jail --[written_by]--> Tyler Perry
Path (Raw):       The Family That Preys --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea Goes to Jail --[written_by]--> Tyler Perry
Neg LogProb(↓):   1.488428
Path Entropy(↓):  1.781435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe lost highway in a few words
Start Entity:     Lost Highway
Gold Answer:      [['lynch', 'david lynch', 'patricia arquette']]
Predicted Ans:    david lynch
Predicted Path:   Lost Highway --[has_tags]--> david lynch --[(INV) has_tags]--> The Straight Story --[has_tags]--> david lynch
Path (Raw):       Lost Highway --[has_tags]--> david lynch --[(INV) has_tags]--> The Straight Story --[has_tags]--> david lynch
Neg LogProb(↓):   0.115588
Path Entropy(↓):  0.470966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film i am a fugitive from a chain gang
Start Entity:     I Am a Fugitive from a Chain Gang
Gold Answer:      [['1944', '1959', '1993', '1936', '1941', '1933', '1951', '1994', '1932', '1956', '1931', '1943', '1942', '1940', '1961', '1955', '1962', '1949', '1937', '1952', '1958']]
Predicted Ans:    1936
Predicted Path:   I Am a Fugitive from a Chain Gang --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Anthony Adverse --[release_year]--> 1936
Path (Raw):       I Am a Fugitive from a Chain Gang --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Anthony Adverse --[release_year]--> 1936
Neg LogProb(↓):   1.715668
Path Entropy(↓):  2.360697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the last mimzy
Start Entity:     The Last Mimzy
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   The Last Mimzy --[written_by]--> Henry Kuttner --[(INV) written_by]--> The Twonky --[release_year]--> 1953
Path (Raw):       The Last Mimzy --[written_by]--> Henry Kuttner --[(INV) written_by]--> The Twonky --[release_year]--> 1953
Neg LogProb(↓):   0.000208
Path Entropy(↓):  0.001973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film talk to her
Start Entity:     Talk to Her
Gold Answer:      [['Santiago Segura', 'Damián Szifrón', 'Isabel Coixet', 'José Luis Cuerda', 'Álex de la Iglesia']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   Talk to Her --[starred_actors]--> Leonor Watling --[(INV) starred_actors]--> The Oxford Murders --[directed_by]--> Álex de la Iglesia
Path (Raw):       Talk to Her --[starred_actors]--> Leonor Watling --[(INV) starred_actors]--> The Oxford Murders --[directed_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.111049
Path Entropy(↓):  0.412014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did sid haig act in
Start Entity:     Sid Haig
Gold Answer:      [["The Devil's Rejects", 'House of 1000 Corpses']]
Predicted Ans:    The Devil's Rejects
Predicted Path:   Sid Haig --[(INV) starred_actors]--> The Devil's Rejects --[starred_actors]--> Sid Haig --[(INV) starred_actors]--> The Devil's Rejects
Path (Raw):       Sid Haig --[(INV) starred_actors]--> The Devil's Rejects --[starred_actors]--> Sid Haig --[(INV) starred_actors]--> The Devil's Rejects
Neg LogProb(↓):   0.003507
Path Entropy(↓):  0.027290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by high spirits actors
Start Entity:     High Spirits
Gold Answer:      [['Peter Yates', 'Ivan Passer', 'John Guillermin', 'Richard Benjamin', 'Bernardo Bertolucci', 'Peter Glenville', 'William Wyler', 'Harold Ramis', 'Joe Chappelle', 'Richard Rush', 'Anthony Harvey', 'Richard Brooks', 'Roger Michell', 'Jeannot Szwarc', 'Paul Schibli', 'Arthur Hiller', 'Anatole Litvak', 'David Lean']]
Predicted Ans:    Richard Brooks
Predicted Path:   High Spirits --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[directed_by]--> Richard Brooks
Path (Raw):       High Spirits --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.662260
Path Entropy(↓):  1.037783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the world of kanako
Start Entity:     The World of Kanako
Gold Answer:      [['Nana Komatsu']]
Predicted Ans:    Nana Komatsu
Predicted Path:   The World of Kanako --[starred_actors]--> Nana Komatsu --[(INV) starred_actors]--> The World of Kanako --[starred_actors]--> Nana Komatsu
Path (Raw):       The World of Kanako --[starred_actors]--> Nana Komatsu --[(INV) starred_actors]--> The World of Kanako --[starred_actors]--> Nana Komatsu
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in lol
Start Entity:     LOL
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   LOL --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Path (Raw):       LOL --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Neg LogProb(↓):   2.214583
Path Entropy(↓):  3.104571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by daniel roebuck
Start Entity:     Daniel Roebuck
Gold Answer:      [['1986', '2009', '2001']]
Predicted Ans:    2001
Predicted Path:   Daniel Roebuck --[(INV) starred_actors]--> Double Take --[release_year]--> 2001
Path (Raw):       Daniel Roebuck --[No Operation]--> Daniel Roebuck --[(INV) starred_actors]--> Double Take --[release_year]--> 2001
Neg LogProb(↓):   0.112797
Path Entropy(↓):  0.402251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of a walk in the clouds starred who
Start Entity:     A Walk in the Clouds
Gold Answer:      [['Niki Karimi', 'Sophia Loren', 'Mark Miller', 'Sean Penn', 'Donovan Scott', 'Bridgette Andersen', 'Maggie Grace', 'Paolo Stoppa', 'Emma Gramatica', 'Francesco Golisano', 'Guglielmo Barnabò', 'Jaden Smith', 'Robyn Lively', 'Liam Neeson', 'Ralph Macchio', 'Elisabeth Shue', 'Famke Janssen', 'Ronny Cox', 'Enzo Staiola', 'Lamberto Maggiorani', 'Jackie Chan', 'George C. Scott', 'Timothy Hutton', 'Eleonora Brown', 'Carlo Ninchi', 'Leland Orser', 'Jon Gries', 'Peter Sellers']]
Predicted Ans:    Ralph Macchio
Predicted Path:   A Walk in the Clouds --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> The Karate Kid, Part III --[starred_actors]--> Ralph Macchio
Path (Raw):       A Walk in the Clouds --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> The Karate Kid, Part III --[starred_actors]--> Ralph Macchio
Neg LogProb(↓):   0.618331
Path Entropy(↓):  0.770963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed st. ives
Start Entity:     St. Ives
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   St. Ives --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[in_language]--> German
Path (Raw):       St. Ives --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[in_language]--> German
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in trixie
Start Entity:     Trixie
Gold Answer:      [['Walter Hill', 'Robert Stone', 'Michael Polish', 'Paul Mazursky', 'Ron Shelton', 'Pierre Schoendoerffer', 'David S. Ward', 'Larry Gross', 'Rawson Marshall Thurber', 'Ted Kotcheff', 'Tony DiTerlizzi', 'John Milius', 'Becky Johnston', 'Holly Black', 'Paul Thomas Anderson', 'Joshua Michael Stern', 'Fred Rexer', 'Pat Conroy', 'John Steinbeck', 'James Jones', 'Eddie Murphy', 'Steven E. de Souza', 'Sam Shepard', 'Arthur Miller', 'Sabina Murray', 'Richard E. Grant', 'Charles Shyer', 'Alan Rudolph', 'Olivier Assayas', 'Nigel Balchin', 'Roger Spottiswoode', 'Peter Benchley', 'Roy Huggins', 'Lars von Trier', 'Brett Morgen', 'Frank McCourt', 'Alan Parker', 'Julian Barnes', 'Nancy Meyers', 'John D. MacDonald', "Gavin O'Connor", 'Deric Washburn', 'Frank Yablans', 'Peter Gent', 'Neil Jordan', 'John D. Hancock', 'James R. Webb', 'James Ponsoldt', 'Paul Schrader', 'Vladimir Nabokov', 'Francis Veber', 'Baltasar Kormákur', 'Michael Morpurgo', 'Roger Lewis', 'Mark Polish', 'Russell Banks', 'Adrian Hodges', 'Terrence Malick', 'Michael Chabon', 'Julian Fellowes', 'Judith Rascoe']]
Predicted Ans:    Walter Hill
Predicted Path:   Trixie --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Path (Raw):       Trixie --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Neg LogProb(↓):   0.984264
Path Entropy(↓):  1.637713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by gard b. eidsvold were written by who
Start Entity:     Gard B. Eidsvold
Gold Answer:      [['Gunnar Germundson']]
Predicted Ans:    Gunnar Germundson
Predicted Path:   Gard B. Eidsvold --[(INV) starred_actors]--> The Radio Pirates --[written_by]--> Gunnar Germundson
Path (Raw):       Gard B. Eidsvold --[No Operation]--> Gard B. Eidsvold --[(INV) starred_actors]--> The Radio Pirates --[written_by]--> Gunnar Germundson
Neg LogProb(↓):   0.004807
Path Entropy(↓):  0.030394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by cheech marin
Start Entity:     Cheech Marin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cheech Marin --[(INV) written_by]--> Up in Smoke --[has_genre]--> Comedy
Path (Raw):       Cheech Marin --[No Operation]--> Cheech Marin --[(INV) written_by]--> Up in Smoke --[has_genre]--> Comedy
Neg LogProb(↓):   0.002371
Path Entropy(↓):  0.017820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did fred cavaye direct
Start Entity:     Fred Cavayé
Gold Answer:      [['Anything for Her', 'Point Blank']]
Predicted Ans:    The Emerald Forest
Predicted Path:   Fred Cavayé --[(INV) directed_by]--> Point Blank --[directed_by]--> John Boorman --[(INV) directed_by]--> The Emerald Forest
Path (Raw):       Fred Cavayé --[(INV) directed_by]--> Point Blank --[directed_by]--> John Boorman --[(INV) directed_by]--> The Emerald Forest
Neg LogProb(↓):   1.463931
Path Entropy(↓):  2.932067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe film emmanuel's gift
Start Entity:     Emmanuel's Gift
Gold Answer:      [['ghana']]
Predicted Ans:    ghana
Predicted Path:   Emmanuel's Gift --[has_tags]--> ghana --[(INV) has_tags]--> Emmanuel's Gift --[has_tags]--> ghana
Path (Raw):       Emmanuel's Gift --[has_tags]--> ghana --[(INV) has_tags]--> Emmanuel's Gift --[has_tags]--> ghana
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with pearl jam twenty
Start Entity:     Pearl Jam Twenty
Gold Answer:      [['Vanilla Sky', 'Say Anything...', 'Singles', 'We Bought a Zoo', 'Almost Famous', 'Jerry Maguire', 'Elizabethtown', 'Fast Times at Ridgemont High', 'The Wild Life']]
Predicted Ans:    Vanilla Sky
Predicted Path:   Pearl Jam Twenty --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky
Path (Raw):       Pearl Jam Twenty --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky --[No Operation]--> Vanilla Sky
Neg LogProb(↓):   0.185271
Path Entropy(↓):  0.602705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of suzy
Start Entity:     Suzy
Gold Answer:      [['Drama', 'Thriller', 'Music', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Suzy --[written_by]--> Dorothy Parker --[(INV) written_by]--> Suzy --[has_genre]--> Drama
Path (Raw):       Suzy --[written_by]--> Dorothy Parker --[(INV) written_by]--> Suzy --[has_genre]--> Drama
Neg LogProb(↓):   0.158955
Path Entropy(↓):  0.617118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of hunting and gathering
Start Entity:     Hunting and Gathering
Gold Answer:      [['Happenstance', 'Coco Before Chanel', 'Priceless', "God Is Great and I'm Not", 'Mood Indigo', 'Amélie', 'Farewell', 'He Loves Me... He Loves Me Not', 'A Very Long Engagement', 'The Da Vinci Code', 'Last Night']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   Hunting and Gathering --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code
Path (Raw):       Hunting and Gathering --[starred_actors]--> Audrey Tautou --[No Operation]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code
Neg LogProb(↓):   0.610360
Path Entropy(↓):  1.506356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote little richard
Start Entity:     Little Richard
Gold Answer:      [['Daniel Taplitz', 'Bill Kerby']]
Predicted Ans:    Daniel Taplitz
Predicted Path:   Little Richard --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[written_by]--> Daniel Taplitz
Path (Raw):       Little Richard --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[written_by]--> Daniel Taplitz
Neg LogProb(↓):   0.381940
Path Entropy(↓):  0.625282
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the addiction actors
Start Entity:     The Addiction
Gold Answer:      [['Walter Hill', 'James Wan', 'Susan Seidelman', 'Gregory Widen', 'Robert Wise', 'Jan de Bont', 'Michael Seresin', 'Greg Spence', 'Douglas Trumbull', 'James Foley', 'Frank Coraci', 'Mike Nichols', 'Jamie Babbit', 'Nancy Savoca', 'John Badham', 'Tony Scott', 'Donald Petrie', 'Barry Levinson', 'Fisher Stevens', 'Mary Harron', 'David McNally', 'Abel Ferrara', 'Michael Cimino', 'Bob Gosse', 'Hugh Wilson', "Peter O'Fallon", 'Jonathan Hensleigh', 'Toni Kalem', 'David Cronenberg', 'Paul Schrader', 'Steven Spielberg', 'John Glen', 'Peter Hewitt', 'Laís Bodanzky', 'David Dobkin', 'Tim Burton', 'William Conrad', 'Dirk Shafer', 'Marco Brambilla', 'John Irvin']]
Predicted Ans:    Mary Harron
Predicted Path:   The Addiction --[starred_actors]--> Lili Taylor --[(INV) starred_actors]--> I Shot Andy Warhol --[directed_by]--> Mary Harron
Path (Raw):       The Addiction --[starred_actors]--> Lili Taylor --[(INV) starred_actors]--> I Shot Andy Warhol --[directed_by]--> Mary Harron
Neg LogProb(↓):   1.690748
Path Entropy(↓):  1.716514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer george goldsmith
Start Entity:     George Goldsmith
Gold Answer:      [['Linda Hamilton', 'Peter Horton']]
Predicted Ans:    Linda Hamilton
Predicted Path:   George Goldsmith --[(INV) written_by]--> Children of the Corn --[starred_actors]--> Linda Hamilton
Path (Raw):       George Goldsmith --[No Operation]--> George Goldsmith --[(INV) written_by]--> Children of the Corn --[starred_actors]--> Linda Hamilton
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of 51 birch street
Start Entity:     51 Birch Street
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   51 Birch Street --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       51 Birch Street --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.704835
Path Entropy(↓):  4.214633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film young cassidy
Start Entity:     Young Cassidy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Young Cassidy --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Young Cassidy --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.477629
Path Entropy(↓):  4.643957
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of tropic thunder
Start Entity:     Tropic Thunder
Gold Answer:      [['Ben Stiller']]
Predicted Ans:    Ben Stiller
Predicted Path:   Tropic Thunder --[directed_by]--> Ben Stiller --[(INV) directed_by]--> Zoolander --[directed_by]--> Ben Stiller
Path (Raw):       Tropic Thunder --[directed_by]--> Ben Stiller --[(INV) directed_by]--> Zoolander --[directed_by]--> Ben Stiller
Neg LogProb(↓):   0.002415
Path Entropy(↓):  0.018629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote carried away
Start Entity:     Carried Away
Gold Answer:      [['Cornish']]
Predicted Ans:    Cornish
Predicted Path:   Carried Away --[written_by]--> Jim Harrison --[(INV) written_by]--> Legends of the Fall --[in_language]--> Cornish
Path (Raw):       Carried Away --[written_by]--> Jim Harrison --[(INV) written_by]--> Legends of the Fall --[in_language]--> Cornish
Neg LogProb(↓):   0.002165
Path Entropy(↓):  0.015435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by chuck pfarrer
Start Entity:     Chuck Pfarrer
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Chuck Pfarrer --[(INV) starred_actors]--> Hard Target --[has_genre]--> Action
Path (Raw):       Chuck Pfarrer --[No Operation]--> Chuck Pfarrer --[(INV) starred_actors]--> Hard Target --[has_genre]--> Action
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by cameron douglas
Start Entity:     Cameron Douglas
Gold Answer:      [['Jean Shepherd']]
Predicted Ans:    Jean Shepherd
Predicted Path:   Cameron Douglas --[(INV) starred_actors]--> It Runs in the Family --[written_by]--> Jean Shepherd
Path (Raw):       Cameron Douglas --[No Operation]--> Cameron Douglas --[(INV) starred_actors]--> It Runs in the Family --[written_by]--> Jean Shepherd
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of force 10 from navarone
Start Entity:     Force 10 from Navarone
Gold Answer:      [['Brian G. Hutton', 'John Sturges', 'J. Lee Thompson']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   Force 10 from Navarone --[written_by]--> Alistair MacLean --[(INV) written_by]--> The Guns of Navarone --[directed_by]--> J. Lee Thompson
Path (Raw):       Force 10 from Navarone --[written_by]--> Alistair MacLean --[(INV) written_by]--> The Guns of Navarone --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   0.513045
Path Entropy(↓):  1.057844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with late marriage in
Start Entity:     Late Marriage
Gold Answer:      [['Hebrew', 'English', 'German']]
Predicted Ans:    Hebrew
Predicted Path:   Late Marriage --[starred_actors]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[in_language]--> Hebrew
Path (Raw):       Late Marriage --[starred_actors]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[in_language]--> Hebrew
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the united states of leland released
Start Entity:     The United States of Leland
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   The United States of Leland --[release_year]--> 2003 --[(INV) release_year]--> Love Actually --[release_year]--> 2003
Path (Raw):       The United States of Leland --[release_year]--> 2003 --[(INV) release_year]--> Love Actually --[release_year]--> 2003
Neg LogProb(↓):   3.741583
Path Entropy(↓):  4.844696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by sun ra
Start Entity:     Sun Ra
Gold Answer:      [['Joshua Smith']]
Predicted Ans:    Joshua Smith
Predicted Path:   Sun Ra --[(INV) starred_actors]--> Space Is the Place --[written_by]--> Joshua Smith
Path (Raw):       Sun Ra --[No Operation]--> Sun Ra --[(INV) starred_actors]--> Space Is the Place --[written_by]--> Joshua Smith
Neg LogProb(↓):   0.024885
Path Entropy(↓):  0.131258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in la bete humaine
Start Entity:     La Bête Humaine
Gold Answer:      [['Jean Gabin']]
Predicted Ans:    Jean Gabin
Predicted Path:   La Bête Humaine --[starred_actors]--> Jean Gabin --[(INV) starred_actors]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       La Bête Humaine --[starred_actors]--> Jean Gabin --[(INV) starred_actors]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.000416
Path Entropy(↓):  0.003676
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by christopher knights in
Start Entity:     Christopher Knights
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Christopher Knights --[(INV) starred_actors]--> Penguins of Madagascar --[has_genre]--> Comedy
Path (Raw):       Christopher Knights --[No Operation]--> Christopher Knights --[(INV) starred_actors]--> Penguins of Madagascar --[has_genre]--> Comedy
Neg LogProb(↓):   0.000158
Path Entropy(↓):  0.001541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of blue ruin
Start Entity:     Blue Ruin
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Blue Ruin --[written_by]--> Jeremy Saulnier --[(INV) written_by]--> Murder Party --[has_genre]--> Comedy
Path (Raw):       Blue Ruin --[written_by]--> Jeremy Saulnier --[(INV) written_by]--> Murder Party --[has_genre]--> Comedy
Neg LogProb(↓):   0.059567
Path Entropy(↓):  0.228725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in but not for me
Start Entity:     But Not for Me
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   But Not for Me --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Path (Raw):       But Not for Me --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Neg LogProb(↓):   0.392334
Path Entropy(↓):  1.036479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with miss sadie thompson in
Start Entity:     Miss Sadie Thompson
Gold Answer:      [['Swedish', 'French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Miss Sadie Thompson --[starred_actors]--> Aldo Ray --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Miss Sadie Thompson --[starred_actors]--> Aldo Ray --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.542623
Path Entropy(↓):  0.681742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of ladies in retirement
Start Entity:     Ladies in Retirement
Gold Answer:      [['Blind Alley', 'Cover Girl', 'A Farewell to Arms', 'The Joker Is Wild', 'Together Again', 'Love Me or Leave Me', 'Hans Christian Andersen', 'A Song to Remember', 'Gilda', 'The Swan', 'The Loves of Carmen', 'The Desperadoes']]
Predicted Ans:    A Farewell to Arms
Predicted Path:   Ladies in Retirement --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms
Path (Raw):       Ladies in Retirement --[No Operation]--> Ladies in Retirement --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms
Neg LogProb(↓):   0.011030
Path Entropy(↓):  0.077219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did robert buckner write
Start Entity:     Robert Buckner
Gold Answer:      [['Confidential Agent', 'Bright Victory', 'Santa Fe Trail', 'Dodge City', 'Virginia City', 'Yankee Doodle Dandy']]
Predicted Ans:    Dodge City
Predicted Path:   Robert Buckner --[(INV) written_by]--> Dodge City --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City
Path (Raw):       Robert Buckner --[(INV) written_by]--> Dodge City --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City
Neg LogProb(↓):   0.037336
Path Entropy(↓):  0.203190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by. 45 actors
Start Entity:     .45
Gold Answer:      [['James Wan', 'Leigh Whannell', 'Richard Jefferies', 'Dashiell Hammett', 'Greg Pritikin', 'Ken Solarz', 'Aimee Lagos', 'Leslie Stevens', 'Luc Besson', 'Bob Rafelson', 'Henry De Vere Stacpoole', 'Timothy Mannion', 'David S. Goyer', 'Richard Linklater', 'Willy Vlautin', 'Noah Harpster', 'Olatunde Osunsanmi', 'Sofia Coppola', 'Christopher Gambale', 'Andrew Wellman', 'Bruce A. Evans', 'Raynold Gideon', 'Paul Kimatian', 'Julien Magnat', 'Famke Janssen', 'Jefery Levy', 'George MacDonald Fraser', 'David Loughery', 'Steve Barancik', 'Iain Softley', 'Kurt Wimmer', 'Ric Roman Waugh', 'David Twohy', 'Alison Cross', 'Nick Villiers', 'Nicholas Klein', 'Bono']]
Predicted Ans:    Gary Lennon
Predicted Path:   .45 --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[written_by]--> Gary Lennon
Path (Raw):       .45 --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[written_by]--> Gary Lennon
Neg LogProb(↓):   0.497017
Path Entropy(↓):  1.422091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film all the king's men
Start Entity:     All the King's Men
Gold Answer:      [['2006']]
Predicted Ans:    1949
Predicted Path:   All the King's Men --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       All the King's Men --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.572181
Path Entropy(↓):  4.168643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same actor of the untouchables
Start Entity:     The Untouchables
Gold Answer:      [['The Postman', 'The Presidio', 'From Russia with Love', '3000 Miles to Graceland', 'The Molly Maguires', 'Message in a Bottle', 'Field of Dreams', 'Dr. No', 'Zardoz', 'Thunderball', 'The War', 'Time Bandits', 'The Man Who Would Be King', 'The Russia House', 'The Wind and the Lion', 'American Flyers', 'Five Days One Summer', 'The League of Extraordinary Gentlemen', 'Cuba', 'The Anderson Tapes', 'Tin Cup', 'Swing Vote', 'The Guardian', 'Waterworld', 'Meteor', 'Outland', 'The Frightened City', 'The Upside of Anger', 'Revenge', 'The Avengers', 'Shalako', 'Indiana Jones and the Last Crusade', 'Thirteen Days', 'Robin and Marian', 'For Love of the Game', 'Open Range', 'Just Cause', 'The Hunt for Red October', 'Silverado', 'Mr. Brooks', 'Diamonds Are Forever', 'The Hill', 'Fandango', '3 Days to Kill', 'Bull Durham', "Darby O'Gill and the Little People", 'A Perfect World', 'Wyatt Earp', 'The New Daughter', 'Never Say Never Again', 'Rumor Has It...', 'Dragonfly', 'No Way Out', 'The Bodyguard', 'Family Business', 'Highlander', 'Marnie', 'Goldfinger', 'Rising Sun', 'The Red Tent', 'Wrong Is Right', 'You Only Live Twice', 'First Knight', 'Medicine Man', 'Dances with Wolves', 'The Next Man', 'A Fine Madness', 'Entrapment', 'The Name of the Rose', 'Finding Forrester', 'The Rock', 'The Offence']]
Predicted Ans:    The Untouchables
Predicted Path:   The Untouchables --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Untouchables
Path (Raw):       The Untouchables --[starred_actors]--> Sean Connery --[No Operation]--> Sean Connery --[(INV) starred_actors]--> The Untouchables
Neg LogProb(↓):   1.827024
Path Entropy(↓):  2.610706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the director of ocean's 11
Start Entity:     Ocean's 11
Gold Answer:      [['Madeleine Carroll', 'Anne Baxter', 'Van Heflin', 'Richard Conte', 'Ernest Borgnine', 'Gary Cooper', 'Robert Wagner', 'Marlon Brando', 'Trevor Howard', 'Mel Gibson', 'Gregory Peck', 'Lizabeth Scott', 'Barbara Stanwyck', 'Richard Widmark', 'Jack Lemmon', 'Marie Prevost', 'Adolphe Menjou', 'Richard Thomas', 'Ann Sheridan', 'Robert Mitchum', 'Burgess Meredith', 'Dana Andrews', 'John Ireland', 'George Tyne', 'Charles Laughton', 'Rip Torn', 'Ingrid Bergman', 'George Peppard', 'John Malkovich', 'Errol Flynn', 'Jack Palance', 'Walter Huston', 'Edward Everett Horton', 'Mary Brian', 'Dudley Digges', 'Lew Ayres', 'Robert Ryan', 'Walter Brennan', 'Akim Tamiroff', 'Walter Matthau', 'Harry Guardino', 'Betty Field', 'Kirk Douglas', 'John Wray', 'Arnold Lucy', 'Lon Chaney Jr.', 'Clark Gable', 'Charles Boyer', 'Gary Sinise', 'Ray Walston', 'Casey Siemaszko', 'Bojana Novakovic', 'Mary Astor', 'Louis Wolheim', 'William Boyd', 'Thomas Meighan', "Pat O'Brien", 'Charles Bickford']]
Predicted Ans:    Richard Conte
Predicted Path:   Ocean's 11 --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> A Walk in the Sun --[starred_actors]--> Richard Conte
Path (Raw):       Ocean's 11 --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> A Walk in the Sun --[starred_actors]--> Richard Conte
Neg LogProb(↓):   0.520850
Path Entropy(↓):  1.309037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the decameron
Start Entity:     The Decameron
Gold Answer:      [['pier paolo pasolini']]
Predicted Ans:    pier paolo pasolini
Predicted Path:   The Decameron --[has_tags]--> pier paolo pasolini --[(INV) has_tags]--> Love Meetings --[has_tags]--> pier paolo pasolini
Path (Raw):       The Decameron --[has_tags]--> pier paolo pasolini --[(INV) has_tags]--> Love Meetings --[has_tags]--> pier paolo pasolini
Neg LogProb(↓):   0.055768
Path Entropy(↓):  0.219321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of irma vep
Start Entity:     Irma Vep
Gold Answer:      [['Olivier Assayas']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Irma Vep --[written_by]--> Olivier Assayas --[(INV) written_by]--> Irma Vep --[written_by]--> Olivier Assayas
Path (Raw):       Irma Vep --[written_by]--> Olivier Assayas --[(INV) written_by]--> Irma Vep --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.101669
Path Entropy(↓):  0.397152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film flight were in which genres
Start Entity:     Flight
Gold Answer:      [['Drama', 'Sport', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Flight --[written_by]--> John Gatins --[(INV) written_by]--> Coach Carter --[has_genre]--> Drama
Path (Raw):       Flight --[written_by]--> John Gatins --[(INV) written_by]--> Coach Carter --[has_genre]--> Drama
Neg LogProb(↓):   0.008090
Path Entropy(↓):  0.049692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by cedric the entertainer
Start Entity:     Cedric the Entertainer
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Cedric the Entertainer --[(INV) written_by]--> The Original Kings of Comedy --[release_year]--> 2000
Path (Raw):       Cedric the Entertainer --[No Operation]--> Cedric the Entertainer --[(INV) written_by]--> The Original Kings of Comedy --[release_year]--> 2000
Neg LogProb(↓):   0.000443
Path Entropy(↓):  0.004357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by uninvited guest actors
Start Entity:     Uninvited Guest
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Uninvited Guest --[starred_actors]--> Mari Morrow --[(INV) starred_actors]--> Uninvited Guest --[has_genre]--> Thriller
Path (Raw):       Uninvited Guest --[starred_actors]--> Mari Morrow --[(INV) starred_actors]--> Uninvited Guest --[has_genre]--> Thriller
Neg LogProb(↓):   0.008025
Path Entropy(↓):  0.052706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote billy jack goes to washington
Start Entity:     Billy Jack Goes to Washington
Gold Answer:      [['Tom Laughlin', 'Delores Taylor']]
Predicted Ans:    Tom Laughlin
Predicted Path:   Billy Jack Goes to Washington --[written_by]--> Tom Laughlin --[(INV) written_by]--> The Trial of Billy Jack --[starred_actors]--> Tom Laughlin
Path (Raw):       Billy Jack Goes to Washington --[written_by]--> Tom Laughlin --[(INV) written_by]--> The Trial of Billy Jack --[starred_actors]--> Tom Laughlin
Neg LogProb(↓):   0.033071
Path Entropy(↓):  0.154114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed rocco and his brothers
Start Entity:     Rocco and His Brothers
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Rocco and His Brothers --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Senso --[in_language]--> Italian
Path (Raw):       Rocco and His Brothers --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Senso --[in_language]--> Italian
Neg LogProb(↓):   0.002196
Path Entropy(↓):  0.017308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by matthew leutwyler
Start Entity:     Matthew Leutwyler
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Matthew Leutwyler --[(INV) written_by]--> Answers to Nothing --[has_genre]--> Drama
Path (Raw):       Matthew Leutwyler --[No Operation]--> Matthew Leutwyler --[(INV) written_by]--> Answers to Nothing --[has_genre]--> Drama
Neg LogProb(↓):   0.009360
Path Entropy(↓):  0.059345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed end of watch
Start Entity:     End of Watch
Gold Answer:      [['Drama', 'War', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   End of Watch --[directed_by]--> David Ayer --[(INV) directed_by]--> Fury --[has_genre]--> Drama
Path (Raw):       End of Watch --[directed_by]--> David Ayer --[(INV) directed_by]--> Fury --[has_genre]--> Drama
Neg LogProb(↓):   0.153981
Path Entropy(↓):  0.572469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the spanish main
Start Entity:     The Spanish Main
Gold Answer:      [['1934', '1948', '1933', '1957', '1940', '1936', '1938', '1929', '1927', '1932', '1987', '1937', '1931', '1943']]
Predicted Ans:    1957
Predicted Path:   The Spanish Main --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[release_year]--> 1957
Path (Raw):       The Spanish Main --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[release_year]--> 1957
Neg LogProb(↓):   0.753565
Path Entropy(↓):  1.234394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of duel in the sun
Start Entity:     Duel in the Sun
Gold Answer:      [["Dracula's Daughter", 'The Paradine Case', 'Since You Went Away']]
Predicted Ans:    The Paradine Case
Predicted Path:   Duel in the Sun --[written_by]--> David O. Selznick --[(INV) written_by]--> The Paradine Case
Path (Raw):       Duel in the Sun --[No Operation]--> Duel in the Sun --[written_by]--> David O. Selznick --[(INV) written_by]--> The Paradine Case
Neg LogProb(↓):   0.011545
Path Entropy(↓):  0.068670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with battle circus
Start Entity:     Battle Circus
Gold Answer:      [['Key Largo', 'The Last Time I Saw Paris', 'The Professionals', 'Something of Value', 'Wrong Is Right', 'Crisis', 'Looking for Mr. Goodbar', 'In Cold Blood', 'Bite the Bullet', 'Lord Jim', 'Cat on a Hot Tin Roof', 'The Happy Ending', 'Brute Force', '$', 'The Brothers Karamazov', 'Elmer Gantry', 'Crossfire', 'Sweet Bird of Youth']]
Predicted Ans:    Wrong Is Right
Predicted Path:   Battle Circus --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right
Path (Raw):       Battle Circus --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[No Operation]--> Wrong Is Right
Neg LogProb(↓):   1.420127
Path Entropy(↓):  2.198387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed havana
Start Entity:     Havana
Gold Answer:      [['Telly Savalas', 'Max von Sydow', 'Sally Field', 'Peter Falk', 'Nancy Marchand', 'Tom Cruise', 'Dustin Hoffman', 'Harrison Ford', 'Jessica Lange', 'Faye Dunaway', 'Jane Fonda', 'Cliff Robertson', 'William Holden', "Patrick O'Neal", 'Sean Penn', 'Robert Redford', 'Michael Kitchen', 'Klaus Maria Brandauer', 'Ossie Davis', 'Greg Kinnear', 'Julia Ormond', 'Dabney Coleman', 'Kate Reid', 'Meryl Streep', 'Nicole Kidman', 'Sidney Poitier', 'Susannah York', 'Anne Bancroft', 'Jeanne Tripplehorn', 'Paul Newman', 'Gig Young', 'Bob Balaban', 'Gene Hackman', 'Michael Sarrazin', 'Audrey Hepburn', 'Burt Lancaster', 'Teri Garr', 'Hal Holbrook', 'Charles Bronson', 'Steven Hill', 'Kristin Scott Thomas', 'Will Geer', 'Humphrey Bogart', 'Natalie Wood', 'Catherine Keener', 'Barbra Streisand']]
Predicted Ans:    Greg Kinnear
Predicted Path:   Havana --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[starred_actors]--> Greg Kinnear
Path (Raw):       Havana --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[starred_actors]--> Greg Kinnear
Neg LogProb(↓):   1.467081
Path Entropy(↓):  2.348060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of cornell woolrich written movies
Start Entity:     Cornell Woolrich
Gold Answer:      [['Jacques Tourneur', 'Rainer Werner Fassbinder', 'John Farrow', 'Ted Tetzlaff', 'Wesley Ruggles', 'Mitchell Leisen', 'Harold Clurman', 'François Truffaut', 'Roy William Neill', 'Alfred Hitchcock']]
Predicted Ans:    François Truffaut
Predicted Path:   Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid --[directed_by]--> François Truffaut
Path (Raw):       Cornell Woolrich --[No Operation]--> Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.198869
Path Entropy(↓):  0.648855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed kiss me goodbye
Start Entity:     Kiss Me Goodbye
Gold Answer:      [['Robert Mulligan']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Kiss Me Goodbye --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Path (Raw):       Kiss Me Goodbye --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.039952
Path Entropy(↓):  0.207522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in fandango
Start Entity:     Fandango
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Fandango --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> 3 Days to Kill --[in_language]--> French
Path (Raw):       Fandango --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> 3 Days to Kill --[in_language]--> French
Neg LogProb(↓):   0.010632
Path Entropy(↓):  0.067259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the dead pool are directed by who
Start Entity:     The Dead Pool
Gold Answer:      [['Robert Wise', 'Eric Blakeney', 'Jan de Bont', 'Richard Eyre', 'Wolfgang Petersen', 'Paul Haggis', 'Ted Post', 'Todd Haynes', 'Clint Eastwood', 'Scott Frank', 'Robert Lorenz', 'Graeme Clifford', 'Pat Verducci', 'John Madden', 'Michael Apted', 'Buddy Van Horn', 'Richard Benjamin', 'Christopher Nolan', 'David Seltzer', 'Ira Sachs', 'Simon Brand', 'Raoul Walsh', 'Mel Damski', 'Jonathan Liebesman', 'Greg MacGillivray', 'Seth MacFarlane', 'Joe Carnahan', 'Simon Moore', 'Brian G. Hutton', 'Leonard Nimoy', 'Isabel Coixet', 'Michael Cimino', 'Pierre Morel', 'Neil Jordan', 'Sergio Leone', 'Scott Hicks', 'Bill Condon', 'James Fargo', 'Sam Raimi', 'Larry Fessenden', 'Joshua Logan', 'Atom Egoyan', 'Bretaigne Windust', 'Steven Spielberg', 'Olivier Megaton', 'Lucky McKee', 'John Sturges', 'Richard Pearce', 'Don Siegel', 'Peter Yates', 'Stephen Hopkins', 'Peter Lepeniotis', 'John Lee Hancock', 'Daniel Petrie', 'Will Gluck', 'Chandler Tuttle', 'David Von Ancken', 'Barbet Schroeder', 'Richard Tuggle', 'John Irvin', 'Robby Henson']]
Predicted Ans:    Atom Egoyan
Predicted Path:   The Dead Pool --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> Atom Egoyan
Path (Raw):       The Dead Pool --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> Atom Egoyan
Neg LogProb(↓):   1.436199
Path Entropy(↓):  2.451418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of affluenza
Start Entity:     Affluenza
Gold Answer:      [['Holy Rollers']]
Predicted Ans:    Affluenza
Predicted Path:   Affluenza --[written_by]--> Antonio Macia --[(INV) written_by]--> Affluenza
Path (Raw):       Affluenza --[written_by]--> Antonio Macia --[(INV) written_by]--> Affluenza --[No Operation]--> Affluenza
Neg LogProb(↓):   0.422631
Path Entropy(↓):  0.736725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by gene saks were released in which years
Start Entity:     Gene Saks
Gold Answer:      [['1986', '1968', '1967', '1969']]
Predicted Ans:    1969
Predicted Path:   Gene Saks --[(INV) directed_by]--> Cactus Flower --[release_year]--> 1969
Path (Raw):       Gene Saks --[No Operation]--> Gene Saks --[(INV) directed_by]--> Cactus Flower --[release_year]--> 1969
Neg LogProb(↓):   0.969829
Path Entropy(↓):  1.303161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the caddy
Start Entity:     The Caddy
Gold Answer:      [['Jerry Lewis', 'Dean Martin']]
Predicted Ans:    Jerry Lewis
Predicted Path:   The Caddy --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[starred_actors]--> Jerry Lewis
Path (Raw):       The Caddy --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[starred_actors]--> Jerry Lewis
Neg LogProb(↓):   0.504920
Path Entropy(↓):  0.944970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of private fears in public places
Start Entity:     Private Fears in Public Places
Gold Answer:      [['1983', '1997', '2009', '1950', '2003', '2012', '1993', '1961', '1955', '1956', '1977']]
Predicted Ans:    1961
Predicted Path:   Private Fears in Public Places --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Last Year at Marienbad --[release_year]--> 1961
Path (Raw):       Private Fears in Public Places --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Last Year at Marienbad --[release_year]--> 1961
Neg LogProb(↓):   0.999703
Path Entropy(↓):  1.725837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by ruggero deodato
Start Entity:     Ruggero Deodato
Gold Answer:      [['Cut and Run', 'Cannibal Holocaust']]
Predicted Ans:    Cut and Run
Predicted Path:   Ruggero Deodato --[(INV) directed_by]--> Cut and Run --[directed_by]--> Ruggero Deodato --[(INV) directed_by]--> Cut and Run
Path (Raw):       Ruggero Deodato --[(INV) directed_by]--> Cut and Run --[directed_by]--> Ruggero Deodato --[(INV) directed_by]--> Cut and Run
Neg LogProb(↓):   0.484539
Path Entropy(↓):  0.735233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by erich kastner in
Start Entity:     Erich Kästner
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Erich Kästner --[(INV) written_by]--> Animals United --[has_genre]--> Comedy
Path (Raw):       Erich Kästner --[No Operation]--> Erich Kästner --[(INV) written_by]--> Animals United --[has_genre]--> Comedy
Neg LogProb(↓):   0.004135
Path Entropy(↓):  0.029633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed mother
Start Entity:     Mother
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Mother --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Lost in America --[has_genre]--> Comedy
Path (Raw):       Mother --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Lost in America --[has_genre]--> Comedy
Neg LogProb(↓):   0.193332
Path Entropy(↓):  0.518018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dolly parton starred movies
Start Entity:     Dolly Parton
Gold Answer:      [['2012', '1992', '1982', '1986', '1984']]
Predicted Ans:    1984
Predicted Path:   Dolly Parton --[(INV) starred_actors]--> Rhinestone --[release_year]--> 1984
Path (Raw):       Dolly Parton --[No Operation]--> Dolly Parton --[(INV) starred_actors]--> Rhinestone --[release_year]--> 1984
Neg LogProb(↓):   0.039675
Path Entropy(↓):  0.196240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the kremlin letter director release
Start Entity:     The Kremlin Letter
Gold Answer:      [['1985', '1967', '1979', '1941', '1984', '1963', '1957', '1951', '2010', '1982', '1953', '2014', '1956', '1931', '1948', '1972', '1942', '1961', '1964', '1975', '1950', '1960', '1987', '1952', '1958']]
Predicted Ans:    1951
Predicted Path:   The Kremlin Letter --[directed_by]--> John Huston --[(INV) directed_by]--> The African Queen --[release_year]--> 1951
Path (Raw):       The Kremlin Letter --[directed_by]--> John Huston --[(INV) directed_by]--> The African Queen --[release_year]--> 1951
Neg LogProb(↓):   1.495859
Path Entropy(↓):  2.681526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by jacky cheung release
Start Entity:     Jacky Cheung
Gold Answer:      [['1988', '1990']]
Predicted Ans:    1990
Predicted Path:   Jacky Cheung --[(INV) starred_actors]--> Bullet in the Head --[release_year]--> 1990
Path (Raw):       Jacky Cheung --[No Operation]--> Jacky Cheung --[(INV) starred_actors]--> Bullet in the Head --[release_year]--> 1990
Neg LogProb(↓):   0.130281
Path Entropy(↓):  0.379065
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor daniel craig appeared in the same movie with who
Start Entity:     Daniel Craig
Gold Answer:      [['Andy Serkis', 'Judi Dench', 'Ralph Fiennes', 'Mathieu Amalric', 'David Niven', 'Noomi Rapace', 'Nick Frost', 'Liev Schreiber', 'Nicole Kidman', 'Jamie Bell', 'Dakota Blue Richards', 'Rooney Mara', 'Rachel Weisz', 'Naomi Watts', 'Theresa Saldana', 'Michael Nyqvist', 'Ursula Andress', 'Javier Bardem', 'Samantha Morton', 'Olga Kurylenko', 'Peter Sellers']]
Predicted Ans:    Noomi Rapace
Predicted Path:   Daniel Craig --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[starred_actors]--> Noomi Rapace
Path (Raw):       Daniel Craig --[No Operation]--> Daniel Craig --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[starred_actors]--> Noomi Rapace
Neg LogProb(↓):   0.234379
Path Entropy(↓):  0.880749
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by igor meglic
Start Entity:     Igor Meglic
Gold Answer:      [['Bill Oberst Jr.']]
Predicted Ans:    Bill Oberst Jr.
Predicted Path:   Igor Meglic --[(INV) directed_by]--> Scary or Die --[starred_actors]--> Bill Oberst Jr.
Path (Raw):       Igor Meglic --[No Operation]--> Igor Meglic --[(INV) directed_by]--> Scary or Die --[starred_actors]--> Bill Oberst Jr.
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by dania ramirez
Start Entity:     Dania Ramirez
Gold Answer:      [['David Koepp']]
Predicted Ans:    David Koepp
Predicted Path:   Dania Ramirez --[(INV) starred_actors]--> Premium Rush --[directed_by]--> David Koepp
Path (Raw):       Dania Ramirez --[No Operation]--> Dania Ramirez --[(INV) starred_actors]--> Premium Rush --[directed_by]--> David Koepp
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by daniel barnz
Start Entity:     Daniel Barnz
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Daniel Barnz --[(INV) directed_by]--> Won't Back Down --[has_genre]--> Drama
Path (Raw):       Daniel Barnz --[No Operation]--> Daniel Barnz --[(INV) directed_by]--> Won't Back Down --[has_genre]--> Drama
Neg LogProb(↓):   0.000888
Path Entropy(↓):  0.007477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with people will talk fall under
Start Entity:     People Will Talk
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   People Will Talk --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> The Barefoot Contessa --[has_genre]--> Drama
Path (Raw):       People Will Talk --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> The Barefoot Contessa --[has_genre]--> Drama
Neg LogProb(↓):   0.545674
Path Entropy(↓):  1.097177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Designing woman, when was it released
Start Entity:     Designing Woman
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Designing Woman --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Path (Raw):       Designing Woman --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Neg LogProb(↓):   2.309807
Path Entropy(↓):  3.759851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the panic in needle park
Start Entity:     The Panic in Needle Park
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Panic in Needle Park --[written_by]--> Joan Didion --[(INV) written_by]--> True Confessions --[has_genre]--> Crime
Path (Raw):       The Panic in Needle Park --[written_by]--> Joan Didion --[(INV) written_by]--> True Confessions --[has_genre]--> Crime
Neg LogProb(↓):   0.395546
Path Entropy(↓):  0.716092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the sea gull
Start Entity:     The Sea Gull
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Sea Gull --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Sea Gull --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.525120
Path Entropy(↓):  4.625140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of a thousand acres also wrote which films
Start Entity:     A Thousand Acres
Gold Answer:      [['The Secret Lives of Dentists']]
Predicted Ans:    A Thousand Acres
Predicted Path:   A Thousand Acres --[written_by]--> Jane Smiley --[(INV) written_by]--> A Thousand Acres
Path (Raw):       A Thousand Acres --[written_by]--> Jane Smiley --[(INV) written_by]--> A Thousand Acres --[No Operation]--> A Thousand Acres
Neg LogProb(↓):   0.516252
Path Entropy(↓):  0.674324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies written by the private lives of elizabeth and essex writers release
Start Entity:     The Private Lives of Elizabeth and Essex
Gold Answer:      [['1934', '1948', '1942', '1993', '1936', '1938', '1969', '1956']]
Predicted Ans:    1948
Predicted Path:   The Private Lives of Elizabeth and Essex --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Key Largo --[release_year]--> 1948
Path (Raw):       The Private Lives of Elizabeth and Essex --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Key Largo --[release_year]--> 1948
Neg LogProb(↓):   0.987683
Path Entropy(↓):  1.355377
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film critical care
Start Entity:     Critical Care
Gold Answer:      [['Richard Dooling']]
Predicted Ans:    Richard Dooling
Predicted Path:   Critical Care --[written_by]--> Richard Dooling --[(INV) written_by]--> Critical Care --[written_by]--> Richard Dooling
Path (Raw):       Critical Care --[written_by]--> Richard Dooling --[(INV) written_by]--> Critical Care --[written_by]--> Richard Dooling
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film slumdog millionaire
Start Entity:     Slumdog Millionaire
Gold Answer:      [['Danny Boyle', 'Simon Beaufoy', 'Aron Ralston', 'John Hodge', 'Alex Garland', 'Frank Cottrell Boyce', 'István Szabó', 'Israel Horovitz', 'Irvine Welsh', 'Joe Ahearne']]
Predicted Ans:    John Hodge
Predicted Path:   Slumdog Millionaire --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[written_by]--> John Hodge
Path (Raw):       Slumdog Millionaire --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[written_by]--> John Hodge
Neg LogProb(↓):   0.141558
Path Entropy(↓):  0.455813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of lolita
Start Entity:     Lolita
Gold Answer:      [['Rainer Werner Fassbinder', 'Marleen Gorris']]
Predicted Ans:    Marleen Gorris
Predicted Path:   Lolita --[written_by]--> Vladimir Nabokov --[(INV) written_by]--> The Luzhin Defence --[directed_by]--> Marleen Gorris
Path (Raw):       Lolita --[written_by]--> Vladimir Nabokov --[(INV) written_by]--> The Luzhin Defence --[directed_by]--> Marleen Gorris
Neg LogProb(↓):   1.578525
Path Entropy(↓):  1.779257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with dan lewandowski
Start Entity:     Dan Lewandowski
Gold Answer:      [['Josann McGibbon', 'Sara Parriott']]
Predicted Ans:    Sara Parriott
Predicted Path:   Dan Lewandowski --[(INV) written_by]--> Worth Winning --[written_by]--> Sara Parriott
Path (Raw):       Dan Lewandowski --[No Operation]--> Dan Lewandowski --[(INV) written_by]--> Worth Winning --[written_by]--> Sara Parriott
Neg LogProb(↓):   0.060821
Path Entropy(↓):  0.230115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie national lampoon presents dorm daze
Start Entity:     National Lampoon Presents Dorm Daze
Gold Answer:      [['Tatyana Ali']]
Predicted Ans:    Tatyana Ali
Predicted Path:   National Lampoon Presents Dorm Daze --[starred_actors]--> Tatyana Ali --[(INV) starred_actors]--> National Lampoon Presents Dorm Daze --[starred_actors]--> Tatyana Ali
Path (Raw):       National Lampoon Presents Dorm Daze --[starred_actors]--> Tatyana Ali --[(INV) starred_actors]--> National Lampoon Presents Dorm Daze --[starred_actors]--> Tatyana Ali
Neg LogProb(↓):   0.000080
Path Entropy(↓):  0.000832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of too many husbands
Start Entity:     Too Many Husbands
Gold Answer:      [['Christine Jeffs', 'Robert Siodmak', 'Edmund Goulding', 'John Cromwell', 'Jean de Limur', 'Jay Anania', 'Dustin Hoffman', 'István Szabó', 'Lewis Milestone', 'William Wyler', 'Harold French', 'Ken Annakin', 'John Curran', 'John Byrum', 'Alfred Hitchcock']]
Predicted Ans:    Edmund Goulding
Predicted Path:   Too Many Husbands --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Razor's Edge --[directed_by]--> Edmund Goulding
Path (Raw):       Too Many Husbands --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Razor's Edge --[directed_by]--> Edmund Goulding
Neg LogProb(↓):   1.565155
Path Entropy(↓):  2.128796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with karoline herfurth
Start Entity:     Karoline Herfurth
Gold Answer:      [['Nina Hoss']]
Predicted Ans:    Nina Hoss
Predicted Path:   Karoline Herfurth --[(INV) starred_actors]--> We Are the Night --[starred_actors]--> Nina Hoss
Path (Raw):       Karoline Herfurth --[No Operation]--> Karoline Herfurth --[(INV) starred_actors]--> We Are the Night --[starred_actors]--> Nina Hoss
Neg LogProb(↓):   0.233711
Path Entropy(↓):  0.511841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with high hopes fall under
Start Entity:     High Hopes
Gold Answer:      [['Drama']]
Predicted Ans:    Comedy
Predicted Path:   High Hopes --[starred_actors]--> Ruth Sheen --[(INV) starred_actors]--> High Hopes --[has_genre]--> Comedy
Path (Raw):       High Hopes --[starred_actors]--> Ruth Sheen --[(INV) starred_actors]--> High Hopes --[has_genre]--> Comedy
Neg LogProb(↓):   0.641972
Path Entropy(↓):  1.202737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by fernando sancho
Start Entity:     Fernando Sancho
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Fernando Sancho --[(INV) starred_actors]--> A Pistol for Ringo --[has_genre]--> Western
Path (Raw):       Fernando Sancho --[No Operation]--> Fernando Sancho --[(INV) starred_actors]--> A Pistol for Ringo --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film lo
Start Entity:     Lo
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lo --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Lo --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.116471
Path Entropy(↓):  4.929975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for ernest in the army
Start Entity:     Ernest in the Army
Gold Answer:      [['John R. Cherry III']]
Predicted Ans:    John R. Cherry III
Predicted Path:   Ernest in the Army --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Slam Dunk Ernest --[directed_by]--> John R. Cherry III
Path (Raw):       Ernest in the Army --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Slam Dunk Ernest --[directed_by]--> John R. Cherry III
Neg LogProb(↓):   0.577825
Path Entropy(↓):  1.362655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of dark shadows
Start Entity:     Dark Shadows
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Linda Woolverton', 'Daniel Wallace', 'Michael McDowell', 'Larry Wilson', 'Pierre Boulle', 'Rod Serling', 'Paul Reubens', 'Daniel Waters', 'Phil Hartman', 'Leonard Ripps', 'Rudolph Grey', 'John August', 'Andrew Kevin Walker', 'Kevin Yagher', 'Michael Wilson', 'Roald Dahl', 'Lawrence Konner', 'Mark Rosenthal', 'Tim Burton', 'Bob Kane', 'Warren Skaaren', 'Michael Varhol', 'Sam Hamm', 'Jonathan Gems', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Washington Irving']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Dark Shadows --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Dark Shadows --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.879641
Path Entropy(↓):  2.304994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in the science of sleep
Start Entity:     The Science of Sleep
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Science of Sleep --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Science of Sleep --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.553630
Path Entropy(↓):  3.248448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by mark pellegrino
Start Entity:     Mark Pellegrino
Gold Answer:      [['Alex Metcalf']]
Predicted Ans:    Alex Metcalf
Predicted Path:   Mark Pellegrino --[(INV) starred_actors]--> An American Affair --[written_by]--> Alex Metcalf
Path (Raw):       Mark Pellegrino --[No Operation]--> Mark Pellegrino --[(INV) starred_actors]--> An American Affair --[written_by]--> Alex Metcalf
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed a soldier's story
Start Entity:     A Soldier's Story
Gold Answer:      [['French', 'Latin', 'Russian']]
Predicted Ans:    French
Predicted Path:   A Soldier's Story --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Path (Raw):       A Soldier's Story --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Neg LogProb(↓):   0.044200
Path Entropy(↓):  0.206697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by danny midwinter
Start Entity:     Danny Midwinter
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Danny Midwinter --[(INV) starred_actors]--> Interview with a Hitman --[has_genre]--> Action
Path (Raw):       Danny Midwinter --[No Operation]--> Danny Midwinter --[(INV) starred_actors]--> Interview with a Hitman --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film an american carol
Start Entity:     An American Carol
Gold Answer:      [['1998', '1980', '2003', '2006', '1986', '1984', '2013']]
Predicted Ans:    1984
Predicted Path:   An American Carol --[directed_by]--> David Zucker --[(INV) directed_by]--> Top Secret! --[release_year]--> 1984
Path (Raw):       An American Carol --[directed_by]--> David Zucker --[(INV) directed_by]--> Top Secret! --[release_year]--> 1984
Neg LogProb(↓):   0.318021
Path Entropy(↓):  0.986500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by gabriel axel released
Start Entity:     Gabriel Axel
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Gabriel Axel --[(INV) written_by]--> Babette's Feast --[release_year]--> 1987
Path (Raw):       Gabriel Axel --[No Operation]--> Gabriel Axel --[(INV) written_by]--> Babette's Feast --[release_year]--> 1987
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of home alone 4
Start Entity:     Home Alone 4
Gold Answer:      [['Glory Daze', 'Clockstoppers', 'Love Stinks']]
Predicted Ans:    Love Stinks
Predicted Path:   Home Alone 4 --[starred_actors]--> French Stewart --[(INV) starred_actors]--> Love Stinks
Path (Raw):       Home Alone 4 --[starred_actors]--> French Stewart --[No Operation]--> French Stewart --[(INV) starred_actors]--> Love Stinks
Neg LogProb(↓):   0.764049
Path Entropy(↓):  1.115197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of wings
Start Entity:     Wings
Gold Answer:      [['War']]
Predicted Ans:    Drama
Predicted Path:   Wings --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Wings --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.088531
Path Entropy(↓):  4.429125
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by george c. wolfe were in which genres
Start Entity:     George C. Wolfe
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   George C. Wolfe --[(INV) directed_by]--> You're Not You --[has_genre]--> Drama
Path (Raw):       George C. Wolfe --[No Operation]--> George C. Wolfe --[(INV) directed_by]--> You're Not You --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of 3 godfathers is also the director of which movies
Start Entity:     3 Godfathers
Gold Answer:      [['The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    Stagecoach
Predicted Path:   3 Godfathers --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach
Path (Raw):       3 Godfathers --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach --[No Operation]--> Stagecoach
Neg LogProb(↓):   2.201163
Path Entropy(↓):  3.005413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of adam's rib
Start Entity:     Adam's Rib
Gold Answer:      [['The Marrying Kind', 'The Mountain', 'The Trojan Women', 'Love Affair', 'Bringing Up Baby', 'State of the Union', 'The Lion in Winter', 'Woman of the Year', 'The African Queen', 'The Sea of Grass', 'Stanley and Livingstone', 'Desk Set', 'They Gave Him a Gun', 'Bad Day at Black Rock', 'Edison, the Man', 'Dr. Jekyll and Mr. Hyde', "The Devil at 4 O'Clock", 'The Glass Menagerie', 'Alice Adams', 'Quality Street', 'Up the River', 'Test Pilot', 'Cass Timberlane', 'Broken Lance', 'The Solid Gold Cadillac', 'The Last Hurrah', 'San Francisco', "Man's Castle", 'Christopher Strong', 'Dragon Seed', 'Mannequin', 'On Golden Pond', 'Plymouth Adventure', 'Mary of Scotland', 'Tortilla Flat', 'Rooster Cogburn', 'The Seventh Cross', 'Boys Town', 'Holiday', 'The Rainmaker', 'Inherit the Wind', '20,000 Years in Sing Sing', "Guess Who's Coming to Dinner", 'Undercurrent', 'Boom Town', 'The Actress', 'Phffft', 'Father of the Bride', "Dante's Inferno", 'Malaya', 'Judgment at Nuremberg', 'Bells Are Ringing', 'Suddenly, Last Summer', 'Northwest Passage', 'The Philadelphia Story', 'A Guy Named Joe', 'Born Yesterday', 'Edward, My Son', 'The Old Man and the Sea', 'Pat and Mike', 'Little Women', 'Keeper of the Flame', 'Morning Glory', "It's a Mad, Mad, Mad, Mad World", 'A Woman Rebels', 'Sylvia Scarlett', 'Without Love', "Father's Little Dividend", 'Fury', 'Stage Door', 'It Should Happen to You', 'Riffraff', 'Libeled Lady']]
Predicted Ans:    Bad Day at Black Rock
Predicted Path:   Adam's Rib --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock
Path (Raw):       Adam's Rib --[starred_actors]--> Spencer Tracy --[No Operation]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock
Neg LogProb(↓):   1.181981
Path Entropy(↓):  2.514863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by jess manafort
Start Entity:     Jess Manafort
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jess Manafort --[(INV) written_by]--> Remember the Daze --[has_genre]--> Drama
Path (Raw):       Jess Manafort --[No Operation]--> Jess Manafort --[(INV) written_by]--> Remember the Daze --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by frank s. nugent were in which genres
Start Entity:     Frank S. Nugent
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Frank S. Nugent --[(INV) written_by]--> Fort Apache --[has_genre]--> Western
Path (Raw):       Frank S. Nugent --[No Operation]--> Frank S. Nugent --[(INV) written_by]--> Fort Apache --[has_genre]--> Western
Neg LogProb(↓):   0.848491
Path Entropy(↓):  0.683761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the final cut written by
Start Entity:     The Final Cut
Gold Answer:      [['Crash Leyland']]
Predicted Ans:    Crash Leyland
Predicted Path:   The Final Cut --[written_by]--> Crash Leyland --[(INV) written_by]--> The Final Cut --[written_by]--> Crash Leyland
Path (Raw):       The Final Cut --[written_by]--> Crash Leyland --[(INV) written_by]--> The Final Cut --[written_by]--> Crash Leyland
Neg LogProb(↓):   0.015196
Path Entropy(↓):  0.095690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of aankhen
Start Entity:     Aankhen
Gold Answer:      [['D-Day', 'Don', 'Black', 'Bunty Aur Babli', 'Cheeni Kum', 'Deewaar', 'Amar Akbar Anthony', 'Baghban', 'Mujhse Shaadi Karogi', 'Singh Is Kinng', 'Chandni Chowk to China', 'Sholay', 'Ra.One', 'Main Hoon Na', 'Desi Boyz', 'Raajneeti', 'Mohabbatein', 'Paheli', 'Aladin', 'Om Shanti Om', 'De Dana Dan', 'Kabhi Khushi Kabhie Gham...', 'Special 26', 'Housefull 2', 'Heroine', 'Zanjeer']]
Predicted Ans:    Desi Boyz
Predicted Path:   Aankhen --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz
Path (Raw):       Aankhen --[No Operation]--> Aankhen --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz
Neg LogProb(↓):   0.853433
Path Entropy(↓):  1.647422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film butterflies are free
Start Entity:     Butterflies Are Free
Gold Answer:      [['1980', '1970', '1992', '1967', '1974', '1984', '1968', '1982', '1956', '1971', '1990', '1996', '2002', '1981', '1986', '1978', '1975', '1991', '1999', '1987', '1969']]
Predicted Ans:    1996
Predicted Path:   Butterflies Are Free --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> The First Wives Club --[release_year]--> 1996
Path (Raw):       Butterflies Are Free --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> The First Wives Club --[release_year]--> 1996
Neg LogProb(↓):   1.689891
Path Entropy(↓):  2.279811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ken greenhall written movies
Start Entity:     Ken Greenhall
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Ken Greenhall --[(INV) written_by]--> Baxter --[release_year]--> 1989
Path (Raw):       Ken Greenhall --[No Operation]--> Ken Greenhall --[(INV) written_by]--> Baxter --[release_year]--> 1989
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of tadpole
Start Entity:     Tadpole
Gold Answer:      [['Niels Mueller']]
Predicted Ans:    Gary Winick
Predicted Path:   Tadpole --[written_by]--> Gary Winick --[(INV) written_by]--> Tadpole --[directed_by]--> Gary Winick
Path (Raw):       Tadpole --[written_by]--> Gary Winick --[(INV) written_by]--> Tadpole --[directed_by]--> Gary Winick
Neg LogProb(↓):   0.012725
Path Entropy(↓):  0.068154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by max lang in
Start Entity:     Max Lang
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Max Lang --[(INV) directed_by]--> The Gruffalo --[has_genre]--> Short
Path (Raw):       Max Lang --[No Operation]--> Max Lang --[(INV) directed_by]--> The Gruffalo --[has_genre]--> Short
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed war of the robots
Start Entity:     War of the Robots
Gold Answer:      [['1964']]
Predicted Ans:    1978
Predicted Path:   War of the Robots --[directed_by]--> Alfonso Brescia --[(INV) directed_by]--> War of the Robots --[release_year]--> 1978
Path (Raw):       War of the Robots --[directed_by]--> Alfonso Brescia --[(INV) directed_by]--> War of the Robots --[release_year]--> 1978
Neg LogProb(↓):   0.018600
Path Entropy(↓):  0.091857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of greg mclean written films
Start Entity:     Greg McLean
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Greg McLean --[(INV) written_by]--> Wolf Creek 2 --[release_year]--> 2013
Path (Raw):       Greg McLean --[No Operation]--> Greg McLean --[(INV) written_by]--> Wolf Creek 2 --[release_year]--> 2013
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by dan o'bannon were in which genres
Start Entity:     Dan O'Bannon
Gold Answer:      [['Horror', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Dan O'Bannon --[(INV) written_by]--> Alien --[has_genre]--> Horror
Path (Raw):       Dan O'Bannon --[No Operation]--> Dan O'Bannon --[(INV) written_by]--> Alien --[has_genre]--> Horror
Neg LogProb(↓):   0.874824
Path Entropy(↓):  0.877760
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of johanna harwood written films
Start Entity:     Johanna Harwood
Gold Answer:      [['Terence Young']]
Predicted Ans:    Terence Young
Predicted Path:   Johanna Harwood --[(INV) written_by]--> Dr. No --[directed_by]--> Terence Young
Path (Raw):       Johanna Harwood --[No Operation]--> Johanna Harwood --[(INV) written_by]--> Dr. No --[directed_by]--> Terence Young
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the man who captured eichmann actors
Start Entity:     The Man Who Captured Eichmann
Gold Answer:      [['Bruce Joel Rubin', 'Philip Kaufman', 'Marc Norman', 'Tom Cruise', 'Paddy Chayefsky', 'Pat Conroy', 'John Milius', 'Billy Bob Thornton', 'David Mamet', 'Joe Tiboni', 'Thomas McCarthy', 'Kevin Williamson', 'Robert Syd Hopkins', 'Matt Russell', 'Larry Brown', 'Jonathan Harr', 'George Lucas', 'Nicholas Meyer', 'Callie Khouri', 'Michael Herr', 'Stirling Silliphant', 'Wim Wenders', 'Francis Ford Coppola', 'Calder Willingham', 'Steven Zaillian', 'Ebbe Roe Smith', 'Robert Duvall', 'Tom Epperson', 'Walter Murch', 'Tim McCanlies', 'Scott Sommer', 'C. Gaby Mitchell', 'Chris Provenzano', 'Nathaniel Hawthorne', 'Arliss Howard', 'David Dobkin', 'John Flynn', 'Bernard Malamud', 'Donald E. Westlake', 'Elmore Leonard', 'Steve Conrad', 'Mark Milgard', 'Gerald Di Pego', 'James Howard', 'Horton Foote', 'Lewis John Carlino', 'Hank Searls', 'Michael Tolkin', 'Jack Higgins', 'Mel Brooks', 'Joan Didion', 'John Gregory Dunne']]
Predicted Ans:    Philip Kaufman
Predicted Path:   The Man Who Captured Eichmann --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Great Northfield Minnesota Raid --[written_by]--> Philip Kaufman
Path (Raw):       The Man Who Captured Eichmann --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Great Northfield Minnesota Raid --[written_by]--> Philip Kaufman
Neg LogProb(↓):   1.641416
Path Entropy(↓):  2.186815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does schuyler fisk star in
Start Entity:     Schuyler Fisk
Gold Answer:      [["I'm Reed Fish"]]
Predicted Ans:    Fanboys
Predicted Path:   Schuyler Fisk --[(INV) starred_actors]--> I'm Reed Fish --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> Fanboys
Path (Raw):       Schuyler Fisk --[(INV) starred_actors]--> I'm Reed Fish --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> Fanboys
Neg LogProb(↓):   0.000627
Path Entropy(↓):  0.005716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the movie local hero
Start Entity:     Local Hero
Gold Answer:      [['Bill Forsyth']]
Predicted Ans:    Bill Forsyth
Predicted Path:   Local Hero --[written_by]--> Bill Forsyth --[(INV) written_by]--> Comfort and Joy --[written_by]--> Bill Forsyth
Path (Raw):       Local Hero --[written_by]--> Bill Forsyth --[(INV) written_by]--> Comfort and Joy --[written_by]--> Bill Forsyth
Neg LogProb(↓):   0.000616
Path Entropy(↓):  0.005457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by joan micklin silver
Start Entity:     Joan Micklin Silver
Gold Answer:      [['Chilly Scenes of Winter', 'Crossing Delancey', "Big Girls Don't Cry... They Get Even", 'Hester Street']]
Predicted Ans:    Hester Street
Predicted Path:   Joan Micklin Silver --[(INV) directed_by]--> Big Girls Don't Cry... They Get Even --[directed_by]--> Joan Micklin Silver --[(INV) directed_by]--> Hester Street
Path (Raw):       Joan Micklin Silver --[(INV) directed_by]--> Big Girls Don't Cry... They Get Even --[directed_by]--> Joan Micklin Silver --[(INV) directed_by]--> Hester Street
Neg LogProb(↓):   1.619516
Path Entropy(↓):  1.948184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the lady starred who
Start Entity:     The Lady
Gold Answer:      [['Vittorio Gassman', 'Jean Reno', 'Bruce Willis', 'Milla Jovovich', 'Rosanna Arquette', 'Gary Oldman', 'Christopher Lambert', 'Michelle Pfeiffer', 'Morgan Freeman', 'Dianna Agron', 'Scarlett Johansson', "John D'Leo", 'Robert De Niro', 'Isabelle Adjani', 'Rie Rasmussen', 'Jamel Debbouze']]
Predicted Ans:    Robert De Niro
Predicted Path:   The Lady --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Path (Raw):       The Lady --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.874017
Path Entropy(↓):  1.396420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the wrong man
Start Entity:     The Wrong Man
Gold Answer:      [['Larry Stewart', 'Edward Dmytryk', 'John Cromwell', 'Fritz Lang', 'Vincent McEveety', 'Delmer Daves', 'Leigh Jason', 'John Huston', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Mark Rydell', 'Preston Sturges', 'Richard Quine', 'Richard Thorpe', 'Leslie Fenton', 'Richard Franklin', 'Ovidio G. Assonitis', 'Henry Hathaway', 'Otto Preminger', 'King Vidor', 'John Ford', 'Jack Smight', 'Ken Annakin', 'George Marshall', 'Pupi Avati', 'Melville Shavelson', 'Anthony Mann', 'Franklin J. Schaffner', 'Henry King', 'Anatole Litvak', 'David Miller', 'Gus Van Sant', 'Bernard McEveety', 'Andrew Davis', 'Sergio Leone', 'Wesley Ruggles', 'Paul Newman', 'Joshua Logan', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'Fielder Cook', 'Malcolm D. Lee', 'Norman Tokar', 'Irving Reis', 'James Goldstone', 'William Wyler', 'Steve Miner', 'George Stevens', 'Joseph L. Mankiewicz', 'Robert Stevenson']]
Predicted Ans:    King Vidor
Predicted Path:   The Wrong Man --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> War and Peace --[directed_by]--> King Vidor
Path (Raw):       The Wrong Man --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> War and Peace --[directed_by]--> King Vidor
Neg LogProb(↓):   1.328585
Path Entropy(↓):  2.173929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of boccaccio'70
Start Entity:     Boccaccio '70
Gold Answer:      [['Shoeshine', 'My Friends', 'Juliet of the Spirits', 'Lady Liberty', 'La Dolce Vita', 'Bellissima', "Fellini's Casanova", 'Big Deal on Madonna Street', 'Senso', 'Intervista', 'And the Ship Sails On', 'Umberto D.', 'A Brief Vacation', 'Sunflower', 'Ossessione', 'I Vitelloni', 'The Organizer', 'The Damned', 'The Great War', 'Orchestra Rehearsal', 'Miracle in Milan', 'The Garden of the Finzi-Continis', 'The Leopard', 'Roma', 'The Clowns', 'Death in Venice', 'Parenti serpenti', 'The Gold of Naples', 'After the Fox', 'City of Women', 'Conversation Piece', 'Rocco and His Brothers', 'Amarcord', 'Casanova 70', 'Bicycle Thieves', 'Spirits of the Dead', 'The Children Are Watching Us', 'La Strada', 'The White Sheik', 'Ludwig', 'Two Women', 'An Average Little Man', 'Marriage Italian Style', 'Variety Lights', '8½', 'Sandra', 'Yesterday, Today and Tomorrow', 'The Stranger', 'Il Bidone', 'Ginger and Fred']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   Boccaccio '70 --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead
Path (Raw):       Boccaccio '70 --[No Operation]--> Boccaccio '70 --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead
Neg LogProb(↓):   0.737538
Path Entropy(↓):  1.834464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of make way for tomorrow
Start Entity:     Make Way for Tomorrow
Gold Answer:      [['Leo McCarey']]
Predicted Ans:    Leo McCarey
Predicted Path:   Make Way for Tomorrow --[directed_by]--> Leo McCarey --[(INV) directed_by]--> My Son John --[directed_by]--> Leo McCarey
Path (Raw):       Make Way for Tomorrow --[directed_by]--> Leo McCarey --[(INV) directed_by]--> My Son John --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.027228
Path Entropy(↓):  0.149317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by howard hesseman
Start Entity:     Howard Hesseman
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Howard Hesseman --[(INV) starred_actors]--> Doctor Detroit --[has_genre]--> Comedy
Path (Raw):       Howard Hesseman --[No Operation]--> Howard Hesseman --[(INV) starred_actors]--> Doctor Detroit --[has_genre]--> Comedy
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of mark twain
Start Entity:     Mark Twain
Gold Answer:      [['They Live', 'The Puppet Masters', 'Men at Work', 'Net Worth', 'Pitch Black', 'The Lathe of Heaven', 'Dead Presidents', 'The Elephant Man', 'The Princess and the Frog', 'Agent Cody Banks']]
Predicted Ans:    The Elephant Man
Predicted Path:   Mark Twain --[starred_actors]--> Kevin Conway --[(INV) starred_actors]--> The Elephant Man
Path (Raw):       Mark Twain --[starred_actors]--> Kevin Conway --[No Operation]--> Kevin Conway --[(INV) starred_actors]--> The Elephant Man
Neg LogProb(↓):   0.089210
Path Entropy(↓):  0.296548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe the lady vanishes
Start Entity:     The Lady Vanishes
Gold Answer:      [['herbert lom', 'cybill shepherd', 'remake']]
Predicted Ans:    herbert lom
Predicted Path:   The Lady Vanishes --[has_tags]--> herbert lom --[(INV) has_tags]--> The Lady Vanishes --[has_tags]--> herbert lom
Path (Raw):       The Lady Vanishes --[has_tags]--> herbert lom --[(INV) has_tags]--> The Lady Vanishes --[has_tags]--> herbert lom
Neg LogProb(↓):   0.292103
Path Entropy(↓):  0.669165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in one sunday afternoon also appears in which movies
Start Entity:     One Sunday Afternoon
Gold Answer:      [['Cloak and Dagger', 'Along Came Jones', 'The Pride of the Yankees', 'The Real Glory', 'The Cowboy and the Lady', 'Ten North Frederick', "Ann Carver's Profession", 'The Naked Edge', 'City Streets', 'Black Moon', 'High Noon', 'Vera Cruz', 'If I Had a Million', 'The Wreck of the Mary Deare', 'Friendly Persuasion', 'The Westerner', 'Doctor X', 'The Winning of Barbara Worth', 'They Came to Cordura', 'Springfield Rifle', 'For Whom the Bell Tolls', 'Distant Drums', 'The Court-Martial of Billy Mitchell', 'King Kong', 'The Fountainhead', 'Mystery of the Wax Museum', 'Design for Living', 'Desire', 'Sergeant York', 'Morocco', 'The Hanging Tree', 'Ball of Fire', 'Now and Forever', 'The Plainsman', 'Casanova Brown', 'The Story of Dr. Wassell', 'The General Died at Dawn', 'Meet John Doe', 'Saratoga Trunk', 'The Clairvoyant', 'Man of the West', 'Viva Villa!', 'Beau Geste', 'North West Mounted Police', 'Dirigible', 'Dallas', 'Operator 13', 'Unconquered', 'The Lives of a Bengal Lancer', 'A Farewell to Arms', 'The Wedding Night', 'The Vampire Bat', 'The Most Dangerous Game', 'Love in the Afternoon', 'Mr. Deeds Goes to Town', 'Alice in Wonderland']]
Predicted Ans:    King Kong
Predicted Path:   One Sunday Afternoon --[starred_actors]--> Fay Wray --[(INV) starred_actors]--> King Kong
Path (Raw):       One Sunday Afternoon --[starred_actors]--> Fay Wray --[No Operation]--> Fay Wray --[(INV) starred_actors]--> King Kong
Neg LogProb(↓):   1.302962
Path Entropy(↓):  1.244314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with independence
Start Entity:     independence
Gold Answer:      [['Outside the Law']]
Predicted Ans:    Outside the Law
Predicted Path:   independence --[(INV) has_tags]--> Outside the Law --[has_tags]--> independence --[(INV) has_tags]--> Outside the Law
Path (Raw):       independence --[(INV) has_tags]--> Outside the Law --[has_tags]--> independence --[(INV) has_tags]--> Outside the Law
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the taste of others
Start Entity:     The Taste of Others
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Taste of Others --[written_by]--> Agnès Jaoui --[(INV) written_by]--> Smoking/No Smoking --[has_genre]--> Comedy
Path (Raw):       The Taste of Others --[written_by]--> Agnès Jaoui --[(INV) written_by]--> Smoking/No Smoking --[has_genre]--> Comedy
Neg LogProb(↓):   0.296326
Path Entropy(↓):  0.576532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by chong kim were released in which years
Start Entity:     Chong Kim
Gold Answer:      [['2012', '2006', '2014']]
Predicted Ans:    2012
Predicted Path:   Chong Kim --[(INV) written_by]--> Eden --[release_year]--> 2012
Path (Raw):       Chong Kim --[No Operation]--> Chong Kim --[(INV) written_by]--> Eden --[release_year]--> 2012
Neg LogProb(↓):   1.026853
Path Entropy(↓):  1.095220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of rebound
Start Entity:     Rebound
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rebound --[directed_by]--> Steve Carr --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       Rebound --[directed_by]--> Steve Carr --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.002280
Path Entropy(↓):  0.017815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of drifting clouds
Start Entity:     Drifting Clouds
Gold Answer:      [['Leningrad Cowboys Go America', 'Shadows in Paradise', 'Calamari Union', 'Leningrad Cowboys Meet Moses', 'The Worthless', 'The Match Factory Girl', 'I Hired a Contract Killer', 'The Man Without a Past', 'Lights in the Dusk', 'Rocky VI', 'Ariel', 'Le Havre', 'Juha', 'Take Care of Your Scarf, Tatiana', 'La Vie de Bohème', 'Crime and Punishment', 'Hamlet Goes Business']]
Predicted Ans:    Crime and Punishment
Predicted Path:   Drifting Clouds --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment
Path (Raw):       Drifting Clouds --[No Operation]--> Drifting Clouds --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment
Neg LogProb(↓):   0.779099
Path Entropy(↓):  1.666295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor michelle rodriguez acted together with who
Start Entity:     Michelle Rodriguez
Gold Answer:      [['Samuel L. Jackson', 'Paul Walker', 'John Ireland', 'Sanoe Lake', 'Sung Kang', 'LL Cool J', 'Colin Farrell', 'Kate Bosworth', 'Dorothy Malone', 'Jordana Brewster', 'Vin Diesel', 'Sergej Trifunovic']]
Predicted Ans:    Michelle Rodriguez
Predicted Path:   Michelle Rodriguez --[(INV) starred_actors]--> The Fast and the Furious --[starred_actors]--> Michelle Rodriguez
Path (Raw):       Michelle Rodriguez --[No Operation]--> Michelle Rodriguez --[(INV) starred_actors]--> The Fast and the Furious --[starred_actors]--> Michelle Rodriguez
Neg LogProb(↓):   0.445986
Path Entropy(↓):  1.321233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by doug simon
Start Entity:     Doug Simon
Gold Answer:      [['Nicolo Donato', 'Will Canon']]
Predicted Ans:    Will Canon
Predicted Path:   Doug Simon --[(INV) written_by]--> Brotherhood --[directed_by]--> Will Canon
Path (Raw):       Doug Simon --[No Operation]--> Doug Simon --[(INV) written_by]--> Brotherhood --[directed_by]--> Will Canon
Neg LogProb(↓):   0.001044
Path Entropy(↓):  0.008218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about space travel
Start Entity:     space travel
Gold Answer:      [['Interstellar']]
Predicted Ans:    Interstellar
Predicted Path:   space travel --[(INV) has_tags]--> Interstellar --[has_tags]--> alberta --[(INV) has_tags]--> Interstellar
Path (Raw):       space travel --[(INV) has_tags]--> Interstellar --[has_tags]--> alberta --[(INV) has_tags]--> Interstellar
Neg LogProb(↓):   0.000508
Path Entropy(↓):  0.004363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by vic morrow were in which genres
Start Entity:     Vic Morrow
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Vic Morrow --[(INV) directed_by]--> A Man Called Sledge --[has_genre]--> Western
Path (Raw):       Vic Morrow --[No Operation]--> Vic Morrow --[(INV) directed_by]--> A Man Called Sledge --[has_genre]--> Western
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of the green room starred who
Start Entity:     The Green Room
Gold Answer:      [['Jean Desailly', 'Nelly Benedetti', 'Julie Andrews', 'Claire Maurier', 'Albert Rémy', 'Catherine Deneuve', 'Jean Dasté', 'Françoise Seigner', 'Jacqueline Bisset', 'François Truffaut', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Burt Reynolds', 'Oskar Werner', 'Gérard Depardieu', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Françoise Dorléac', 'Cyril Cusack', 'Julie Christie', 'Bernadette Lafont', 'Gérard Blain']]
Predicted Ans:    Jean Dasté
Predicted Path:   The Green Room --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Path (Raw):       The Green Room --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.294934
Path Entropy(↓):  0.751758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in michel blanc written movies
Start Entity:     Michel Blanc
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Michel Blanc --[(INV) starred_actors]--> The Witnesses --[in_language]--> French
Path (Raw):       Michel Blanc --[No Operation]--> Michel Blanc --[(INV) starred_actors]--> The Witnesses --[in_language]--> French
Neg LogProb(↓):   0.000255
Path Entropy(↓):  0.002471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the anniversary party
Start Entity:     The Anniversary Party
Gold Answer:      [['Alan Cumming', 'Jennifer Jason Leigh']]
Predicted Ans:    Jennifer Jason Leigh
Predicted Path:   The Anniversary Party --[written_by]--> Jennifer Jason Leigh --[(INV) written_by]--> The Anniversary Party --[written_by]--> Jennifer Jason Leigh
Path (Raw):       The Anniversary Party --[written_by]--> Jennifer Jason Leigh --[(INV) written_by]--> The Anniversary Party --[written_by]--> Jennifer Jason Leigh
Neg LogProb(↓):   0.024400
Path Entropy(↓):  0.138544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie little darlings are written by who
Start Entity:     Little Darlings
Gold Answer:      [['Ronald F. Maxwell', 'Michael Shaara']]
Predicted Ans:    Michael Shaara
Predicted Path:   Little Darlings --[directed_by]--> Ronald F. Maxwell --[(INV) directed_by]--> Gettysburg --[written_by]--> Michael Shaara
Path (Raw):       Little Darlings --[directed_by]--> Ronald F. Maxwell --[(INV) directed_by]--> Gettysburg --[written_by]--> Michael Shaara
Neg LogProb(↓):   0.065213
Path Entropy(↓):  0.254973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with art garfunkel
Start Entity:     Art Garfunkel
Gold Answer:      [['Martin Balsam', 'Richard Benjamin', 'Jack Nicholson', 'Denholm Elliott', 'Harvey Keitel', 'Candice Bergen', 'Alan Arkin', 'Theresa Russell']]
Predicted Ans:    Richard Benjamin
Predicted Path:   Art Garfunkel --[(INV) starred_actors]--> Catch-22 --[starred_actors]--> Richard Benjamin
Path (Raw):       Art Garfunkel --[No Operation]--> Art Garfunkel --[(INV) starred_actors]--> Catch-22 --[starred_actors]--> Richard Benjamin
Neg LogProb(↓):   0.552648
Path Entropy(↓):  0.985113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie polite people
Start Entity:     Polite People
Gold Answer:      [['Olaf de Fleur Johannesson']]
Predicted Ans:    Olaf de Fleur Johannesson
Predicted Path:   Polite People --[directed_by]--> Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People --[directed_by]--> Olaf de Fleur Johannesson
Path (Raw):       Polite People --[directed_by]--> Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People --[directed_by]--> Olaf de Fleur Johannesson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the silence
Start Entity:     The Silence
Gold Answer:      [['1971', '1957', '1968']]
Predicted Ans:    1968
Predicted Path:   The Silence --[starred_actors]--> Gunnel Lindblom --[(INV) starred_actors]--> The Girls --[release_year]--> 1968
Path (Raw):       The Silence --[starred_actors]--> Gunnel Lindblom --[(INV) starred_actors]--> The Girls --[release_year]--> 1968
Neg LogProb(↓):   0.044911
Path Entropy(↓):  0.185811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by aisha tyler were in which genres
Start Entity:     Aisha Tyler
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Aisha Tyler --[(INV) starred_actors]--> .45 --[has_genre]--> Thriller
Path (Raw):       Aisha Tyler --[No Operation]--> Aisha Tyler --[(INV) starred_actors]--> .45 --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in dead man down
Start Entity:     Dead Man Down
Gold Answer:      [['Swedish', 'English', 'Kurdish', 'Polish', 'Norwegian', 'German']]
Predicted Ans:    Swedish
Predicted Path:   Dead Man Down --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> Beyond --[in_language]--> Swedish
Path (Raw):       Dead Man Down --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> Beyond --[in_language]--> Swedish
Neg LogProb(↓):   0.224579
Path Entropy(↓):  0.531382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote analyze that
Start Entity:     Analyze That
Gold Answer:      [['1988', '1980', '1978', '2000', '2009', '1993', '1999', '1967', '1981', '1986', '1984']]
Predicted Ans:    1984
Predicted Path:   Analyze That --[written_by]--> Harold Ramis --[(INV) written_by]--> Ghostbusters --[release_year]--> 1984
Path (Raw):       Analyze That --[written_by]--> Harold Ramis --[(INV) written_by]--> Ghostbusters --[release_year]--> 1984
Neg LogProb(↓):   0.961165
Path Entropy(↓):  1.650917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by accident actors
Start Entity:     Accident
Gold Answer:      [['Christopher Smith']]
Predicted Ans:    Christopher Smith
Predicted Path:   Accident --[starred_actors]--> Louis Koo --[(INV) starred_actors]--> Triangle --[written_by]--> Christopher Smith
Path (Raw):       Accident --[starred_actors]--> Louis Koo --[(INV) starred_actors]--> Triangle --[written_by]--> Christopher Smith
Neg LogProb(↓):   0.006077
Path Entropy(↓):  0.037291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the tie that binds
Start Entity:     The Tie That Binds
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   The Tie That Binds --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       The Tie That Binds --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   2.996672
Path Entropy(↓):  4.215179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the rite
Start Entity:     The Rite
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Rite --[written_by]--> Michael Petroni --[(INV) written_by]--> The Book Thief --[has_genre]--> Drama
Path (Raw):       The Rite --[written_by]--> Michael Petroni --[(INV) written_by]--> The Book Thief --[has_genre]--> Drama
Neg LogProb(↓):   0.004268
Path Entropy(↓):  0.028686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of congo
Start Entity:     Congo
Gold Answer:      [['Frank Marshall']]
Predicted Ans:    Frank Marshall
Predicted Path:   Congo --[directed_by]--> Frank Marshall --[(INV) directed_by]--> Congo --[directed_by]--> Frank Marshall
Path (Raw):       Congo --[directed_by]--> Frank Marshall --[(INV) directed_by]--> Congo --[directed_by]--> Frank Marshall
Neg LogProb(↓):   0.423007
Path Entropy(↓):  0.824141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of stage fright also wrote which movies
Start Entity:     Stage Fright
Gold Answer:      [['Shadow of a Doubt', 'The Paradine Case', 'Murder!']]
Predicted Ans:    Shadow of a Doubt
Predicted Path:   Stage Fright --[written_by]--> Alma Reville --[(INV) written_by]--> Shadow of a Doubt
Path (Raw):       Stage Fright --[written_by]--> Alma Reville --[(INV) written_by]--> Shadow of a Doubt --[No Operation]--> Shadow of a Doubt
Neg LogProb(↓):   0.406915
Path Entropy(↓):  0.915690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the village barbershop
Start Entity:     The Village Barbershop
Gold Answer:      [['2012', '2010']]
Predicted Ans:    2010
Predicted Path:   The Village Barbershop --[starred_actors]--> John Ratzenberger --[(INV) starred_actors]--> What If... --[release_year]--> 2010
Path (Raw):       The Village Barbershop --[starred_actors]--> John Ratzenberger --[(INV) starred_actors]--> What If... --[release_year]--> 2010
Neg LogProb(↓):   0.203511
Path Entropy(↓):  0.558225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by christopher meloni
Start Entity:     Christopher Meloni
Gold Answer:      [['Marielle Heller', 'Brian Helgeland']]
Predicted Ans:    Brian Helgeland
Predicted Path:   Christopher Meloni --[(INV) starred_actors]--> 42 --[directed_by]--> Brian Helgeland
Path (Raw):       Christopher Meloni --[No Operation]--> Christopher Meloni --[(INV) starred_actors]--> 42 --[directed_by]--> Brian Helgeland
Neg LogProb(↓):   0.000103
Path Entropy(↓):  0.001047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote peppermint soda
Start Entity:     Peppermint Soda
Gold Answer:      [['Isabelle Huppert', 'Guy Marchand']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Peppermint Soda --[written_by]--> Diane Kurys --[(INV) written_by]--> Entre Nous --[starred_actors]--> Isabelle Huppert
Path (Raw):       Peppermint Soda --[written_by]--> Diane Kurys --[(INV) written_by]--> Entre Nous --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.005088
Path Entropy(↓):  0.032060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed brief crossing
Start Entity:     Brief Crossing
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Brief Crossing --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Bluebeard --[in_language]--> French
Path (Raw):       Brief Crossing --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Bluebeard --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film suing the devil were in which genres
Start Entity:     Suing the Devil
Gold Answer:      [['Music', 'Sport', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Suing the Devil --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[has_genre]--> Horror
Path (Raw):       Suing the Devil --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[has_genre]--> Horror
Neg LogProb(↓):   0.955157
Path Entropy(↓):  1.458015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the mysterious x
Start Entity:     The Mysterious X
Gold Answer:      [['1914']]
Predicted Ans:    1914
Predicted Path:   The Mysterious X --[release_year]--> 1914 --[(INV) release_year]--> Gertie the Dinosaur --[release_year]--> 1914
Path (Raw):       The Mysterious X --[release_year]--> 1914 --[(INV) release_year]--> Gertie the Dinosaur --[release_year]--> 1914
Neg LogProb(↓):   1.254032
Path Entropy(↓):  1.759083
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is my friend ivan lapshin
Start Entity:     My Friend Ivan Lapshin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   My Friend Ivan Lapshin --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       My Friend Ivan Lapshin --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.532162
Path Entropy(↓):  4.673823
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by stephen nathan
Start Entity:     Stephen Nathan
Gold Answer:      [['Joseph Brooks']]
Predicted Ans:    Joseph Brooks
Predicted Path:   Stephen Nathan --[(INV) starred_actors]--> You Light Up My Life --[written_by]--> Joseph Brooks
Path (Raw):       Stephen Nathan --[No Operation]--> Stephen Nathan --[(INV) starred_actors]--> You Light Up My Life --[written_by]--> Joseph Brooks
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film lisztomania
Start Entity:     Lisztomania
Gold Answer:      [['1988', '1975', '1971', '1991', '1974', '1977']]
Predicted Ans:    1975
Predicted Path:   Lisztomania --[written_by]--> Ken Russell --[(INV) written_by]--> Lisztomania --[release_year]--> 1975
Path (Raw):       Lisztomania --[written_by]--> Ken Russell --[(INV) written_by]--> Lisztomania --[release_year]--> 1975
Neg LogProb(↓):   0.950123
Path Entropy(↓):  1.387204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by james dickey were in which genres
Start Entity:     James Dickey
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   James Dickey --[(INV) written_by]--> Deliverance --[has_genre]--> Drama
Path (Raw):       James Dickey --[No Operation]--> James Dickey --[(INV) written_by]--> Deliverance --[has_genre]--> Drama
Neg LogProb(↓):   0.092735
Path Entropy(↓):  0.299205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by mike van diem
Start Entity:     Mike van Diem
Gold Answer:      [['Betty Schuurman', 'Jan Decleir', 'Fedja van Huêt']]
Predicted Ans:    Jan Decleir
Predicted Path:   Mike van Diem --[(INV) directed_by]--> Character --[starred_actors]--> Jan Decleir
Path (Raw):       Mike van Diem --[No Operation]--> Mike van Diem --[(INV) directed_by]--> Character --[starred_actors]--> Jan Decleir
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with my mother's smile in
Start Entity:     My Mother's Smile
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   My Mother's Smile --[in_language]--> Italian --[(INV) in_language]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       My Mother's Smile --[in_language]--> Italian --[(INV) in_language]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   1.282366
Path Entropy(↓):  2.555822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the trespasser also wrote which movies
Start Entity:     The Trespasser
Gold Answer:      [['That Certain Woman', 'No Man of Her Own', 'The Broadway Melody']]
Predicted Ans:    No Man of Her Own
Predicted Path:   The Trespasser --[written_by]--> Edmund Goulding --[(INV) written_by]--> No Man of Her Own
Path (Raw):       The Trespasser --[written_by]--> Edmund Goulding --[(INV) written_by]--> No Man of Her Own --[No Operation]--> No Man of Her Own
Neg LogProb(↓):   0.147065
Path Entropy(↓):  0.523495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of bachelor party vegas
Start Entity:     Bachelor Party Vegas
Gold Answer:      [['Next Day Air', "Trippin'", 'Memorial Day', 'Uptown Girls']]
Predicted Ans:    Uptown Girls
Predicted Path:   Bachelor Party Vegas --[starred_actors]--> Donald Faison --[(INV) starred_actors]--> Uptown Girls
Path (Raw):       Bachelor Party Vegas --[starred_actors]--> Donald Faison --[No Operation]--> Donald Faison --[(INV) starred_actors]--> Uptown Girls
Neg LogProb(↓):   0.002051
Path Entropy(↓):  0.016952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter michael downing co - wrote films with who
Start Entity:     Michael Downing
Gold Answer:      [['Sean Reycraft']]
Predicted Ans:    Michael Downing
Predicted Path:   Michael Downing --[(INV) written_by]--> Breakfast with Scot --[written_by]--> Michael Downing
Path (Raw):       Michael Downing --[No Operation]--> Michael Downing --[(INV) written_by]--> Breakfast with Scot --[written_by]--> Michael Downing
Neg LogProb(↓):   0.005879
Path Entropy(↓):  0.035969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by john travolta
Start Entity:     John Travolta
Gold Answer:      [['Luc Besson', 'Quentin Tarantino', 'Roger Avary', 'Byron Howard', 'Tom Matthews', 'Eric Williams', 'Warren Casey', 'Jane Wagner', 'Jim Jacobs', 'Desmond Nakano', 'Nelson DeMille', 'Jonathan Harr', 'L. Ron Hubbard', 'John Cassavetes', 'Markus Schleinzer', 'John Herzfeld', 'Steven Zaillian', 'Chris Williams', 'Sylvester Stallone', 'Graham Yost', 'Amy Heckerling', 'Evan Daugherty', 'Elmore Leonard', 'Nora Ephron', 'Gerald Di Pego', 'Steven Greene', 'Eric Alter', 'Nik Cohn', 'Brian De Palma', 'Joe Klein', 'Nick Thiel']]
Predicted Ans:    Amy Heckerling
Predicted Path:   John Travolta --[(INV) starred_actors]--> Look Who's Talking --[written_by]--> Amy Heckerling
Path (Raw):       John Travolta --[No Operation]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[written_by]--> Amy Heckerling
Neg LogProb(↓):   0.443394
Path Entropy(↓):  1.218292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie north west mounted police
Start Entity:     North West Mounted Police
Gold Answer:      [['1946', '1954', '1944', '2008', '1959', '1936', '1985', '1935', '1979', '1941', '1939', '1933', '2009', '1957', '1951', '2010', '1982', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1926', '1961', '1955', '1934', '1949', '1950', '1927', '1999', '1945', '1937', '1952', '1958', '1930']]
Predicted Ans:    1948
Predicted Path:   North West Mounted Police --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> On Our Merry Way --[release_year]--> 1948
Path (Raw):       North West Mounted Police --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> On Our Merry Way --[release_year]--> 1948
Neg LogProb(↓):   1.679408
Path Entropy(↓):  2.676726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote white frog
Start Entity:     White Frog
Gold Answer:      [['Ellie Wen', 'Fabienne Wen']]
Predicted Ans:    Fabienne Wen
Predicted Path:   White Frog --[written_by]--> Fabienne Wen --[(INV) written_by]--> White Frog --[written_by]--> Fabienne Wen
Path (Raw):       White Frog --[written_by]--> Fabienne Wen --[(INV) written_by]--> White Frog --[written_by]--> Fabienne Wen
Neg LogProb(↓):   0.119722
Path Entropy(↓):  0.390559
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with lookin'to get out fall under
Start Entity:     Lookin' to Get Out
Gold Answer:      [['Biography', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Harold and Maude --[has_genre]--> Comedy
Path (Raw):       Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Harold and Maude --[has_genre]--> Comedy
Neg LogProb(↓):   0.682833
Path Entropy(↓):  1.314078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is victim in
Start Entity:     Victim
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Victim --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Victim --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.325460
Path Entropy(↓):  2.383693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by tim garrick were in which genres
Start Entity:     Tim Garrick
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tim Garrick --[(INV) directed_by]--> Behaving Badly --[has_genre]--> Comedy
Path (Raw):       Tim Garrick --[No Operation]--> Tim Garrick --[(INV) directed_by]--> Behaving Badly --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with daniel kehlmann
Start Entity:     Daniel Kehlmann
Gold Answer:      [['Detlev Buck']]
Predicted Ans:    Daniel Kehlmann
Predicted Path:   Daniel Kehlmann --[(INV) written_by]--> Measuring the World --[written_by]--> Daniel Kehlmann
Path (Raw):       Daniel Kehlmann --[No Operation]--> Daniel Kehlmann --[(INV) written_by]--> Measuring the World --[written_by]--> Daniel Kehlmann
Neg LogProb(↓):   0.022455
Path Entropy(↓):  0.106502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the language spoken in the film pusher
Start Entity:     Pusher
Gold Answer:      [['English']]
Predicted Ans:    Danish
Predicted Path:   Pusher --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Path (Raw):       Pusher --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Neg LogProb(↓):   0.742883
Path Entropy(↓):  1.799826
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by man's best friend writers
Start Entity:     Man's Best Friend
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Man's Best Friend --[written_by]--> John Lafia --[(INV) written_by]--> Child's Play --[has_genre]--> Horror
Path (Raw):       Man's Best Friend --[written_by]--> John Lafia --[(INV) written_by]--> Child's Play --[has_genre]--> Horror
Neg LogProb(↓):   0.001567
Path Entropy(↓):  0.011717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie must love dogs
Start Entity:     Must Love Dogs
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '1979', '1984', '2007', '1963', '2009', '1951', '2010', '1982', '2014', '1994', '1956', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1984
Predicted Path:   Must Love Dogs --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Path (Raw):       Must Love Dogs --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Neg LogProb(↓):   1.216884
Path Entropy(↓):  1.833796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in moontide
Start Entity:     Moontide
Gold Answer:      [['George Bernard Shaw', 'Olive Higgins Prouty', 'Abem Finkel', 'Seton I. Miller', 'John Brophy', 'Maritta M. Wolff', 'Lou Schor', 'Harry Segall', 'Julien Duvivier', 'Dudley Nichols', 'Louis Verneuil', 'John Huston', 'Casey Robinson', 'John Collier', 'Irwin Allen', 'Curt Siodmak', 'Henri La Barthe', 'Lamar Trotti', 'Joseph Than', 'Roland Kibbee', 'Jack London', 'Émile Zola', 'Mark Bomback', 'Edward Percy', 'Reginald Denham', 'Clifford Odets', 'Antoine Blondin', 'James Poe', 'Roger Vercel', 'Jacques Prévert', 'Gerald Butler', 'Lloyd C. Douglas', 'Irwin Shaw', 'Elizabeth von Arnim', 'Claude Lelouch', 'Rosalind Keating Shaffer', 'Barry Storm', 'Lewis R. Foster', 'Sidney Buchman', 'Nicholas Ray', 'André Cayatte', 'Norman Reilly Raine', 'Michel Audiard', 'René Barjavel', 'Mark Twain', 'Lenore J. Coffee', 'Raymond Bernard', 'Robert Rossen', 'Gaston Leroux', 'Ernst Lothar', 'Nunnally Johnson', 'Charlotte Armstrong', 'Julius J. Epstein', 'Jack Moffitt', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'Margaret Kennedy', 'Eric Knight', 'Cameron Rogers', 'Fannie Hurst', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Ben Hecht', 'Charles Nordhoff', 'James Norman Hall', 'Collier Young', 'W.R. Burnett', 'Ida Lupino', 'Philip G. Epstein', 'Joseph L. Mankiewicz', 'Jean Renoir', "Eugene O'Neill"]]
Predicted Ans:    John Collier
Predicted Path:   Moontide --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Path (Raw):       Moontide --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Neg LogProb(↓):   0.960226
Path Entropy(↓):  2.178502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by matt adler released
Start Entity:     Matt Adler
Gold Answer:      [['1990', '1987']]
Predicted Ans:    1987
Predicted Path:   Matt Adler --[(INV) starred_actors]--> North Shore --[release_year]--> 1987
Path (Raw):       Matt Adler --[No Operation]--> Matt Adler --[(INV) starred_actors]--> North Shore --[release_year]--> 1987
Neg LogProb(↓):   0.134097
Path Entropy(↓):  0.377731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the butcher's wife
Start Entity:     The Butcher's Wife
Gold Answer:      [['Bruce Joel Rubin', 'Emilio Estevez', 'Michael Crichton', 'Sam Levinson', 'Carl Hiaasen', 'Ranald MacDougall', 'Mitchell Lichtenstein', 'Wim Wenders', 'Joel Schumacher', 'Bruce A. Evans', 'Andrew Bergman', 'Nathaniel Hawthorne', 'Jack Engelhard', 'Victor Hugo', 'George Dawes Green', 'Edward Anderson', 'Aaron Sorkin', 'Craig Rosenberg', 'Albert Husson', 'Derrick Borte']]
Predicted Ans:    Joel Schumacher
Predicted Path:   The Butcher's Wife --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Path (Raw):       The Butcher's Wife --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.786918
Path Entropy(↓):  1.516344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter toby keith
Start Entity:     Toby Keith
Gold Answer:      [['Rodney Carrington']]
Predicted Ans:    Rodney Carrington
Predicted Path:   Toby Keith --[(INV) written_by]--> Beer for My Horses --[starred_actors]--> Rodney Carrington
Path (Raw):       Toby Keith --[No Operation]--> Toby Keith --[(INV) written_by]--> Beer for My Horses --[starred_actors]--> Rodney Carrington
Neg LogProb(↓):   0.136325
Path Entropy(↓):  0.381517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by andrew davies were in which languages
Start Entity:     Andrew Davies
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Andrew Davies --[(INV) written_by]--> The Chatterley Affair --[in_language]--> English
Path (Raw):       Andrew Davies --[No Operation]--> Andrew Davies --[(INV) written_by]--> The Chatterley Affair --[in_language]--> English
Neg LogProb(↓):   0.173119
Path Entropy(↓):  0.592347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in my cousin rachel
Start Entity:     My Cousin Rachel
Gold Answer:      [['1946', '1954', '1944', '2003', '1959', '1936', '1967', '1935', '1941', '1984', '1977', '1968', '1963', '1939', '2009', '1957', '1953', '1956', '1943', '1948', '1972', '1971', '1942', '1940', '1938', '1955', '1934', '1978', '1964', '1949', '1966', '1965', '1969', '1937']]
Predicted Ans:    1955
Predicted Path:   My Cousin Rachel --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Path (Raw):       My Cousin Rachel --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Neg LogProb(↓):   1.671108
Path Entropy(↓):  2.254214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with la ceremonie were released in which years
Start Entity:     La Cérémonie
Gold Answer:      [['1968', '1988', '1978', '1970', '1949', '1997', '2003', '1992', '1959', '1991', '2004', '1973', '2006', '1994', '2002', '1969', '1958']]
Predicted Ans:    1968
Predicted Path:   La Cérémonie --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[release_year]--> 1968
Path (Raw):       La Cérémonie --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[release_year]--> 1968
Neg LogProb(↓):   0.758094
Path Entropy(↓):  1.640259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by anton corbijn
Start Entity:     Anton Corbijn
Gold Answer:      [['Grant Gee']]
Predicted Ans:    Anton Corbijn
Predicted Path:   Anton Corbijn --[(INV) directed_by]--> The American --[directed_by]--> Anton Corbijn
Path (Raw):       Anton Corbijn --[No Operation]--> Anton Corbijn --[(INV) directed_by]--> The American --[directed_by]--> Anton Corbijn
Neg LogProb(↓):   0.791652
Path Entropy(↓):  1.367890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies starred by never on sunday actors release
Start Entity:     Never on Sunday
Gold Answer:      [['1962', '1964']]
Predicted Ans:    1960
Predicted Path:   Never on Sunday --[starred_actors]--> Melina Mercouri --[(INV) starred_actors]--> Never on Sunday --[release_year]--> 1960
Path (Raw):       Never on Sunday --[starred_actors]--> Melina Mercouri --[(INV) starred_actors]--> Never on Sunday --[release_year]--> 1960
Neg LogProb(↓):   0.053307
Path Entropy(↓):  0.249561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of the terror
Start Entity:     The Terror
Gold Answer:      [['Bruce Dern', 'Peter Graves', 'Elizabeth Shepherd', 'William Shatner', 'Sally Fraser', 'Robert Towne', 'John Cusack', 'Peter Fonda', 'Claudia Jennings', 'Mel Welles', 'Dick Miller', 'Jonathan Haze', 'Jackie Joseph', 'Bela Lugosi', 'Alice Eve', 'Luke Evans', 'Pamela Duncan', 'Richard Garland', 'Allison Hayes', 'Val Dufour', 'Jason Robards', 'Nancy Sinatra', 'Don Stroud', 'Brendan Gleeson', 'Glenn Ford', 'Lee Van Cleef', 'Ralph Meeker', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Susan Cabot', 'Shelley Winters', 'Boris Karloff', 'Diane Ladd', 'Charles Bronson', 'David Carradine', 'Lon Chaney Jr.', 'Debra Paget', 'Beverly Garland', 'George Segal', 'John Phillip Law', 'Inger Stevens', 'Peter Lorre', 'Antony Carbone', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   The Terror --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[starred_actors]--> Vincent Price
Path (Raw):       The Terror --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[starred_actors]--> Vincent Price
Neg LogProb(↓):   1.432598
Path Entropy(↓):  2.715089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by guy jenkin
Start Entity:     Guy Jenkin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Guy Jenkin --[(INV) written_by]--> The Sleeping Dictionary --[has_genre]--> Drama
Path (Raw):       Guy Jenkin --[No Operation]--> Guy Jenkin --[(INV) written_by]--> The Sleeping Dictionary --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film come out and play were in which genres
Start Entity:     Come Out and Play
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Come Out and Play --[starred_actors]--> Vinessa Shaw --[(INV) starred_actors]--> Corky Romano --[has_genre]--> Comedy
Path (Raw):       Come Out and Play --[starred_actors]--> Vinessa Shaw --[(INV) starred_actors]--> Corky Romano --[has_genre]--> Comedy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by miriam young
Start Entity:     Miriam Young
Gold Answer:      [['Walter Lang']]
Predicted Ans:    Walter Lang
Predicted Path:   Miriam Young --[(INV) written_by]--> Mother Wore Tights --[directed_by]--> Walter Lang
Path (Raw):       Miriam Young --[No Operation]--> Miriam Young --[(INV) written_by]--> Mother Wore Tights --[directed_by]--> Walter Lang
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by david moreau released
Start Entity:     David Moreau
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   David Moreau --[(INV) directed_by]--> Them --[release_year]--> 2006
Path (Raw):       David Moreau --[No Operation]--> David Moreau --[(INV) directed_by]--> Them --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by biyi bandele fall under
Start Entity:     Biyi Bandele
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Biyi Bandele --[(INV) directed_by]--> Half of a Yellow Sun --[has_genre]--> Drama
Path (Raw):       Biyi Bandele --[No Operation]--> Biyi Bandele --[(INV) directed_by]--> Half of a Yellow Sun --[has_genre]--> Drama
Neg LogProb(↓):   0.004933
Path Entropy(↓):  0.031058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in farce of the penguins
Start Entity:     Farce of the Penguins
Gold Answer:      [['Music', 'Sport', 'Documentary', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Farce of the Penguins --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> Coach Carter --[has_genre]--> Drama
Path (Raw):       Farce of the Penguins --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> Coach Carter --[has_genre]--> Drama
Neg LogProb(↓):   0.441187
Path Entropy(↓):  1.408513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote mean streets
Start Entity:     Mean Streets
Gold Answer:      [['Drama', 'Sport', 'Documentary', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   Mean Streets --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[has_genre]--> Documentary
Path (Raw):       Mean Streets --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[has_genre]--> Documentary
Neg LogProb(↓):   0.923141
Path Entropy(↓):  1.215746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie airplane!
Start Entity:     Airplane!
Gold Answer:      [['N. Richard Nash', 'Jo Pagano', 'Albert Brooks', 'Steven Horowitz', 'Neil Offen', 'William Raynor', 'Myles Wilder', 'Pat Proft', 'Lou Rusoff', 'Monica Mcgowan Johnson', 'Woody Allen', 'Francis Ford Coppola', 'John Grisham', 'Dario Argento', 'Jim Abrahams', 'Harvey Miller', 'Chandler Tuttle', 'Richard Brooks', 'Arthur Laurents']]
Predicted Ans:    Jim Abrahams
Predicted Path:   Airplane! --[starred_actors]--> Lloyd Bridges --[(INV) starred_actors]--> Hot Shots! --[written_by]--> Jim Abrahams
Path (Raw):       Airplane! --[starred_actors]--> Lloyd Bridges --[(INV) starred_actors]--> Hot Shots! --[written_by]--> Jim Abrahams
Neg LogProb(↓):   1.187215
Path Entropy(↓):  2.064815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by donald ford fall under
Start Entity:     Donald Ford
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Donald Ford --[(INV) written_by]--> Corruption --[has_genre]--> Horror
Path (Raw):       Donald Ford --[No Operation]--> Donald Ford --[(INV) written_by]--> Corruption --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in between your legs
Start Entity:     Between Your Legs
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Between Your Legs --[starred_actors]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[in_language]--> Spanish
Path (Raw):       Between Your Legs --[starred_actors]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[in_language]--> Spanish
Neg LogProb(↓):   1.209917
Path Entropy(↓):  1.873469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film rally'round the flag, boys! were in which genres
Start Entity:     Rally 'Round the Flag, Boys!
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Rally 'Round the Flag, Boys! --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[has_genre]--> Drama
Path (Raw):       Rally 'Round the Flag, Boys! --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[has_genre]--> Drama
Neg LogProb(↓):   0.744935
Path Entropy(↓):  1.067205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed arthur
Start Entity:     Arthur
Gold Answer:      [['Jason Winer']]
Predicted Ans:    Jason Winer
Predicted Path:   Arthur --[directed_by]--> Jason Winer --[(INV) directed_by]--> Arthur --[directed_by]--> Jason Winer
Path (Raw):       Arthur --[directed_by]--> Jason Winer --[(INV) directed_by]--> Arthur --[directed_by]--> Jason Winer
Neg LogProb(↓):   0.016882
Path Entropy(↓):  0.094582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed man of a thousand faces
Start Entity:     Man of a Thousand Faces
Gold Answer:      [['Hank Searls', 'Robert Louis Stevenson']]
Predicted Ans:    Hank Searls
Predicted Path:   Man of a Thousand Faces --[directed_by]--> Joseph Pevney --[(INV) directed_by]--> The Crowded Sky --[written_by]--> Hank Searls
Path (Raw):       Man of a Thousand Faces --[directed_by]--> Joseph Pevney --[(INV) directed_by]--> The Crowded Sky --[written_by]--> Hank Searls
Neg LogProb(↓):   0.032553
Path Entropy(↓):  0.146584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with only when i laugh in
Start Entity:     Only When I Laugh
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Only When I Laugh --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Path (Raw):       Only When I Laugh --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Neg LogProb(↓):   0.240855
Path Entropy(↓):  0.559251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of that sinking feeling
Start Entity:     That Sinking Feeling
Gold Answer:      [['Bill Forsyth']]
Predicted Ans:    Bill Forsyth
Predicted Path:   That Sinking Feeling --[written_by]--> Bill Forsyth --[(INV) written_by]--> Comfort and Joy --[directed_by]--> Bill Forsyth
Path (Raw):       That Sinking Feeling --[written_by]--> Bill Forsyth --[(INV) written_by]--> Comfort and Joy --[directed_by]--> Bill Forsyth
Neg LogProb(↓):   0.193846
Path Entropy(↓):  0.682485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie welcome to the dollhouse
Start Entity:     Welcome to the Dollhouse
Gold Answer:      [['Heather Matarazzo']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Welcome to the Dollhouse --[starred_actors]--> Heather Matarazzo --[(INV) starred_actors]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Path (Raw):       Welcome to the Dollhouse --[starred_actors]--> Heather Matarazzo --[(INV) starred_actors]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.054143
Path Entropy(↓):  0.210714
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of a clockwork orange
Start Entity:     A Clockwork Orange
Gold Answer:      [["Vincent D'Onofrio", 'Dominique Swain', 'Jack Nicholson', 'Scatman Crothers', 'Vince Edwards', 'James Mason', 'Shelley Duvall', 'Danny Lloyd', 'Sterling Hayden', 'Coleen Gray', 'Charles Laughton', 'Jeremy Irons', 'Patrick Magee', 'Marisa Berenson', 'Laurence Olivier', 'Frank Silvera', 'Jamie Smith', 'Irene Kane', 'Shelley Winters', 'Frank Langella', 'Kirk Douglas', 'Melanie Griffith', 'Hardy Krüger', 'Matthew Modine', 'Jean Simmons', 'Sue Lyon', 'R. Lee Ermey', 'Adam Baldwin', "Ryan O'Neal"]]
Predicted Ans:    Kirk Douglas
Predicted Path:   A Clockwork Orange --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Path (Raw):       A Clockwork Orange --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.085317
Path Entropy(↓):  0.379599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the corn is green released
Start Entity:     The Corn Is Green
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   The Corn Is Green --[release_year]--> 1945 --[(INV) release_year]--> A Bell for Adano --[release_year]--> 1945
Path (Raw):       The Corn Is Green --[release_year]--> 1945 --[(INV) release_year]--> A Bell for Adano --[release_year]--> 1945
Neg LogProb(↓):   1.660478
Path Entropy(↓):  3.067746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed starting over
Start Entity:     Starting Over
Gold Answer:      [['David Giler', 'Lorenzo Semple Jr.', 'Loren Singer', 'William Styron', 'William Goldman', 'John Grisham', 'Alvin Sargent', 'John Nichols', 'Scott Turow', 'Carl Bernstein', 'Bob Woodward', 'Alan J. Pakula']]
Predicted Ans:    William Goldman
Predicted Path:   Starting Over --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> All the President's Men --[written_by]--> William Goldman
Path (Raw):       Starting Over --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> All the President's Men --[written_by]--> William Goldman
Neg LogProb(↓):   1.408437
Path Entropy(↓):  2.163587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the man who laughs
Start Entity:     The Man Who Laughs
Gold Answer:      [['1995', '1998', '1934', '1997', '1939', '1996', '1935', '2012', '1958', '1956']]
Predicted Ans:    1928
Predicted Path:   The Man Who Laughs --[written_by]--> Victor Hugo --[(INV) written_by]--> The Man Who Laughs --[release_year]--> 1928
Path (Raw):       The Man Who Laughs --[written_by]--> Victor Hugo --[(INV) written_by]--> The Man Who Laughs --[release_year]--> 1928
Neg LogProb(↓):   3.477820
Path Entropy(↓):  3.397867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in love potion no. 9 also appears in which movies
Start Entity:     Love Potion No. 9
Gold Answer:      [['Speed', 'Hope Floats', 'Forces of Nature', 'Gravity', 'The Proposal', 'In Love and War', 'Two Weeks Notice', 'Murder by Numbers', 'Crash', 'The Blind Side', 'Miss Congeniality', 'Two If by Sea', 'While You Were Sleeping', 'Practical Magic', 'Clean and Sober', 'The Net', 'A Time to Kill', 'All About Steve', 'Ethan Frome', '28 Days', 'The Heat', 'Infamous', 'The Thing Called Love', 'The Lake House', 'Divine Secrets of the Ya-Ya Sisterhood', 'Wrestling Ernest Hemingway', 'Premonition']]
Predicted Ans:    Crash
Predicted Path:   Love Potion No. 9 --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash
Path (Raw):       Love Potion No. 9 --[starred_actors]--> Sandra Bullock --[No Operation]--> Sandra Bullock --[(INV) starred_actors]--> Crash
Neg LogProb(↓):   1.298689
Path Entropy(↓):  2.114700
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of holy rollers
Start Entity:     Holy Rollers
Gold Answer:      [['For a Good Time, Call...', 'National Treasure', 'Now You See Me', 'The Hangover Part III', 'The Hangover', 'Night Moves', 'The Hangover Part II', 'Zombieland', 'The Education of Charlie Banks', 'The Social Network', 'The Double', 'Free Samples', 'The End of the Tour', '30 Minutes or Less', 'Adventureland', 'The Rebound', 'Roger Dodger']]
Predicted Ans:    Night Moves
Predicted Path:   Holy Rollers --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> Night Moves
Path (Raw):       Holy Rollers --[starred_actors]--> Jesse Eisenberg --[No Operation]--> Jesse Eisenberg --[(INV) starred_actors]--> Night Moves
Neg LogProb(↓):   0.492248
Path Entropy(↓):  1.244470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie donovan's echo released
Start Entity:     Donovan's Echo
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Donovan's Echo --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Donovan's Echo --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.196766
Path Entropy(↓):  4.750076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed valentino
Start Entity:     Valentino
Gold Answer:      [['Ken Russell']]
Predicted Ans:    Ken Russell
Predicted Path:   Valentino --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[directed_by]--> Ken Russell
Path (Raw):       Valentino --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.990708
Path Entropy(↓):  1.653326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by jack rose
Start Entity:     Jack Rose
Gold Answer:      [['Melvin Frank', 'Elliott Nugent', 'David Butler', 'Norman Z. McLeod', 'Melville Shavelson']]
Predicted Ans:    Melvin Frank
Predicted Path:   Jack Rose --[(INV) written_by]--> A Touch of Class --[directed_by]--> Melvin Frank
Path (Raw):       Jack Rose --[No Operation]--> Jack Rose --[(INV) written_by]--> A Touch of Class --[directed_by]--> Melvin Frank
Neg LogProb(↓):   0.957054
Path Entropy(↓):  1.166052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by euripides
Start Entity:     Euripides
Gold Answer:      [['Maria Callas', 'Katharine Hepburn', 'Vanessa Redgrave']]
Predicted Ans:    Maria Callas
Predicted Path:   Euripides --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Path (Raw):       Euripides --[No Operation]--> Euripides --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Neg LogProb(↓):   0.001955
Path Entropy(↓):  0.014137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie a bright shining lie
Start Entity:     A Bright Shining Lie
Gold Answer:      [['Bill Paxton', 'Walter Hill', 'Jonathan Mostow', 'George P. Cosmatos', 'Ron Howard', 'Jan de Bont', 'Robert Harling', 'Joel Schumacher', 'Stephen Berra', 'Todd Komarnicki', 'Sam Raimi', 'Dan Gilroy', 'Ernest B. Schoedsack', 'Ron Underwood', 'Anthony Hopkins', 'Carl Franklin', 'Kevin Jarre', 'Steven Lisberger']]
Predicted Ans:    Ron Howard
Predicted Path:   A Bright Shining Lie --[starred_actors]--> Bill Paxton --[(INV) starred_actors]--> Apollo 13 --[directed_by]--> Ron Howard
Path (Raw):       A Bright Shining Lie --[starred_actors]--> Bill Paxton --[(INV) starred_actors]--> Apollo 13 --[directed_by]--> Ron Howard
Neg LogProb(↓):   0.080189
Path Entropy(↓):  0.383206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does elizabeth allan act in
Start Entity:     Elizabeth Allan
Gold Answer:      [['Camille', 'Mark of the Vampire', 'A Tale of Two Cities']]
Predicted Ans:    Grand Hotel
Predicted Path:   Elizabeth Allan --[(INV) starred_actors]--> Camille --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel
Path (Raw):       Elizabeth Allan --[(INV) starred_actors]--> Camille --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel
Neg LogProb(↓):   0.296879
Path Entropy(↓):  0.803039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film did kevin miller write
Start Entity:     Kevin Miller
Gold Answer:      [['After...']]
Predicted Ans:    After...
Predicted Path:   Kevin Miller --[(INV) written_by]--> After... --[written_by]--> Kevin Miller --[(INV) written_by]--> After...
Path (Raw):       Kevin Miller --[(INV) written_by]--> After... --[written_by]--> Kevin Miller --[(INV) written_by]--> After...
Neg LogProb(↓):   0.036328
Path Entropy(↓):  0.153949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in eye of the needle
Start Entity:     Eye of the Needle
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Eye of the Needle --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Eye of the Needle --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   1.473140
Path Entropy(↓):  2.305089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the killer inside me are written by who
Start Entity:     The Killer Inside Me
Gold Answer:      [['Gabriele Muccino', 'Paul Haggis', 'Guy Jenkin', 'Joyce Maynard', 'Emily Giffin', 'Jeannie Long', 'Michele Alexander', 'Ben Affleck', 'Ron Milbauer', 'Terri Hughes', 'Dennis Lehane', 'Aaron Stockard', 'Shana Larsen', 'Aimee Bender', 'Gus Van Sant', 'David Lowery', 'Mohsin Hamid', 'Casey Affleck', 'Morgan J. Freeman', 'Jeff Nathanson', 'Matt Damon', 'Bill Collage', 'Andy Tennant', 'Adam Cooper', 'Melisa Wallack', 'Joby Harold', 'Ted Griffin', 'Buck Henry', 'Frank Miller', 'Zach Braff', 'Robert Rodriguez', 'Greg DePaul', 'Casey Wilson', 'June Diane Raphael', 'Michael Begler', 'Jack Amiel']]
Predicted Ans:    Guy Jenkin
Predicted Path:   The Killer Inside Me --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[written_by]--> Guy Jenkin
Path (Raw):       The Killer Inside Me --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[written_by]--> Guy Jenkin
Neg LogProb(↓):   1.092975
Path Entropy(↓):  1.909890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by margaret laurence were directed by who
Start Entity:     Margaret Laurence
Gold Answer:      [['Kari Skogland', 'Paul Newman']]
Predicted Ans:    Kari Skogland
Predicted Path:   Margaret Laurence --[(INV) written_by]--> The Stone Angel --[directed_by]--> Kari Skogland
Path (Raw):       Margaret Laurence --[No Operation]--> Margaret Laurence --[(INV) written_by]--> The Stone Angel --[directed_by]--> Kari Skogland
Neg LogProb(↓):   0.000054
Path Entropy(↓):  0.000582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by mia sara
Start Entity:     Mia Sara
Gold Answer:      [['Mark Verheiden', 'Mike Richardson', 'John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   Mia Sara --[(INV) starred_actors]--> Ferris Bueller's Day Off --[written_by]--> John Hughes
Path (Raw):       Mia Sara --[No Operation]--> Mia Sara --[(INV) starred_actors]--> Ferris Bueller's Day Off --[written_by]--> John Hughes
Neg LogProb(↓):   0.000139
Path Entropy(↓):  0.001449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of grosse pointe blank
Start Entity:     Grosse Pointe Blank
Gold Answer:      [['George Armitage']]
Predicted Ans:    George Armitage
Predicted Path:   Grosse Pointe Blank --[directed_by]--> George Armitage --[(INV) directed_by]--> Miami Blues --[directed_by]--> George Armitage
Path (Raw):       Grosse Pointe Blank --[directed_by]--> George Armitage --[(INV) directed_by]--> Miami Blues --[directed_by]--> George Armitage
Neg LogProb(↓):   0.007491
Path Entropy(↓):  0.047179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the pallbearer
Start Entity:     The Pallbearer
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Pallbearer --[directed_by]--> Matt Reeves --[(INV) directed_by]--> Let Me In --[has_genre]--> Horror
Path (Raw):       The Pallbearer --[directed_by]--> Matt Reeves --[(INV) directed_by]--> Let Me In --[has_genre]--> Horror
Neg LogProb(↓):   0.002772
Path Entropy(↓):  0.020786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with love in the afternoon fall under
Start Entity:     Love in the Afternoon
Gold Answer:      [['Romance', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Love in the Afternoon --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Love in the Afternoon --[has_genre]--> Comedy
Path (Raw):       Love in the Afternoon --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Love in the Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   1.473872
Path Entropy(↓):  1.249539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of boiling point
Start Entity:     Boiling Point
Gold Answer:      [['James B. Harris', 'Kirby Dick', 'Takeshi Kitano', 'Stuart Gordon', 'Richard T. Heffron']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Boiling Point --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Brother --[directed_by]--> Takeshi Kitano
Path (Raw):       Boiling Point --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Brother --[directed_by]--> Takeshi Kitano
Neg LogProb(↓):   0.994278
Path Entropy(↓):  1.908589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by abe polsky
Start Entity:     Abe Polsky
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Abe Polsky --[(INV) written_by]--> The Baby --[has_genre]--> Horror
Path (Raw):       Abe Polsky --[No Operation]--> Abe Polsky --[(INV) written_by]--> The Baby --[has_genre]--> Horror
Neg LogProb(↓):   0.416147
Path Entropy(↓):  0.641311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by bruno dumont
Start Entity:     bruno dumont
Gold Answer:      [['Hadewijch', 'Humanité']]
Predicted Ans:    Hadewijch
Predicted Path:   bruno dumont --[(INV) has_tags]--> Hadewijch --[has_tags]--> bruno dumont --[(INV) has_tags]--> Hadewijch
Path (Raw):       bruno dumont --[(INV) has_tags]--> Hadewijch --[has_tags]--> bruno dumont --[(INV) has_tags]--> Hadewijch
Neg LogProb(↓):   0.014478
Path Entropy(↓):  0.084047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by jonathan segal
Start Entity:     Jonathan Segal
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jonathan Segal --[(INV) directed_by]--> Norman --[has_genre]--> Drama
Path (Raw):       Jonathan Segal --[No Operation]--> Jonathan Segal --[(INV) directed_by]--> Norman --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed with love... from the age of reason
Start Entity:     With Love... from the Age of Reason
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   With Love... from the Age of Reason --[directed_by]--> Yann Samuell --[(INV) directed_by]--> With Love... from the Age of Reason --[has_genre]--> Comedy
Path (Raw):       With Love... from the Age of Reason --[directed_by]--> Yann Samuell --[(INV) directed_by]--> With Love... from the Age of Reason --[has_genre]--> Comedy
Neg LogProb(↓):   0.217652
Path Entropy(↓):  0.542002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Of unknown origin is a film written by this person
Start Entity:     Of Unknown Origin
Gold Answer:      [['Chauncey G. Parker III', 'Brian Taggert']]
Predicted Ans:    Brian Taggert
Predicted Path:   Of Unknown Origin --[written_by]--> Brian Taggert --[(INV) written_by]--> Of Unknown Origin --[written_by]--> Brian Taggert
Path (Raw):       Of Unknown Origin --[written_by]--> Brian Taggert --[(INV) written_by]--> Of Unknown Origin --[written_by]--> Brian Taggert
Neg LogProb(↓):   0.107304
Path Entropy(↓):  0.400880
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was kurt neumann a writer on
Start Entity:     Kurt Neumann
Gold Answer:      [['Rocketship X-M']]
Predicted Ans:    Rocketship X-M
Predicted Path:   Kurt Neumann --[(INV) written_by]--> Rocketship X-M --[written_by]--> Kurt Neumann --[(INV) written_by]--> Rocketship X-M
Path (Raw):       Kurt Neumann --[(INV) written_by]--> Rocketship X-M --[written_by]--> Kurt Neumann --[(INV) written_by]--> Rocketship X-M
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of dorian gray also directed which movies
Start Entity:     Dorian Gray
Gold Answer:      [['What Have You Done to Solange?', 'Johnny English Reborn', 'An Ideal Husband', 'The Importance of Being Earnest', 'What Have They Done to Your Daughters?', 'I Really Hate My Job', 'Fade to Black', 'Othello']]
Predicted Ans:    Othello
Predicted Path:   Dorian Gray --[directed_by]--> Oliver Parker --[(INV) directed_by]--> Othello
Path (Raw):       Dorian Gray --[directed_by]--> Oliver Parker --[(INV) directed_by]--> Othello --[No Operation]--> Othello
Neg LogProb(↓):   0.117730
Path Entropy(↓):  0.402194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did yorgos kakanakis write
Start Entity:     Yorgos Kakanakis
Gold Answer:      [['Kinetta']]
Predicted Ans:    Kinetta
Predicted Path:   Yorgos Kakanakis --[(INV) written_by]--> Kinetta --[written_by]--> Yorgos Kakanakis --[(INV) written_by]--> Kinetta
Path (Raw):       Yorgos Kakanakis --[(INV) written_by]--> Kinetta --[written_by]--> Yorgos Kakanakis --[(INV) written_by]--> Kinetta
Neg LogProb(↓):   0.068966
Path Entropy(↓):  0.244863
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by lea padovani were directed by who
Start Entity:     Lea Padovani
Gold Answer:      [['Edward Dmytryk']]
Predicted Ans:    Edward Dmytryk
Predicted Path:   Lea Padovani --[(INV) starred_actors]--> The Reluctant Saint --[directed_by]--> Edward Dmytryk
Path (Raw):       Lea Padovani --[No Operation]--> Lea Padovani --[(INV) starred_actors]--> The Reluctant Saint --[directed_by]--> Edward Dmytryk
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of castle in the sky
Start Entity:     Castle in the Sky
Gold Answer:      [['Hayao Miyazaki', 'Takashi Shimizu']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Castle in the Sky --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[directed_by]--> Hayao Miyazaki
Path (Raw):       Castle in the Sky --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[directed_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.359759
Path Entropy(↓):  1.012950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the legend of hell house were in which genres
Start Entity:     The Legend of Hell House
Gold Answer:      [['Drama', 'Crime', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   The Legend of Hell House --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[has_genre]--> Horror
Path (Raw):       The Legend of Hell House --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[has_genre]--> Horror
Neg LogProb(↓):   0.584520
Path Entropy(↓):  1.257111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor drue leyton appeared in the same movie with who
Start Entity:     Drue Leyton
Gold Answer:      [['Warner Oland']]
Predicted Ans:    Warner Oland
Predicted Path:   Drue Leyton --[(INV) starred_actors]--> Charlie Chan in London --[starred_actors]--> Warner Oland
Path (Raw):       Drue Leyton --[No Operation]--> Drue Leyton --[(INV) starred_actors]--> Charlie Chan in London --[starred_actors]--> Warner Oland
Neg LogProb(↓):   0.000693
Path Entropy(↓):  0.005733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did olivier adam write
Start Entity:     Olivier Adam
Gold Answer:      [["Don't Worry, I'm Fine"]]
Predicted Ans:    Welcome
Predicted Path:   Olivier Adam --[(INV) written_by]--> Don't Worry, I'm Fine --[written_by]--> Philippe Lioret --[(INV) written_by]--> Welcome
Path (Raw):       Olivier Adam --[(INV) written_by]--> Don't Worry, I'm Fine --[written_by]--> Philippe Lioret --[(INV) written_by]--> Welcome
Neg LogProb(↓):   0.052379
Path Entropy(↓):  0.214963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the director of the 400 blows
Start Entity:     The 400 Blows
Gold Answer:      [['Jean Desailly', 'Nelly Benedetti', 'Julie Andrews', 'Catherine Deneuve', 'Jean Dasté', 'Françoise Seigner', 'Jacqueline Bisset', 'François Truffaut', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Burt Reynolds', 'Oskar Werner', 'Gérard Depardieu', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Françoise Dorléac', 'Cyril Cusack', 'Julie Christie', 'Bernadette Lafont', 'Gérard Blain', 'Nathalie Baye', 'Patrick Maléon']]
Predicted Ans:    Jean Dasté
Predicted Path:   The 400 Blows --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Path (Raw):       The 400 Blows --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.315251
Path Entropy(↓):  0.818739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by joan davis
Start Entity:     Joan Davis
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joan Davis --[(INV) starred_actors]--> Hold That Ghost --[has_genre]--> Comedy
Path (Raw):       Joan Davis --[No Operation]--> Joan Davis --[(INV) starred_actors]--> Hold That Ghost --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter john william corrington
Start Entity:     John William Corrington
Gold Answer:      [['Don Stroud', 'John Phillip Law', 'Charlton Heston']]
Predicted Ans:    Don Stroud
Predicted Path:   John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[starred_actors]--> Don Stroud
Path (Raw):       John William Corrington --[No Operation]--> John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[starred_actors]--> Don Stroud
Neg LogProb(↓):   0.029324
Path Entropy(↓):  0.130890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for a most wanted man
Start Entity:     A Most Wanted Man
Gold Answer:      [['Andrew Bovell', 'John le Carré']]
Predicted Ans:    John le Carré
Predicted Path:   A Most Wanted Man --[written_by]--> Andrew Bovell --[(INV) written_by]--> A Most Wanted Man --[written_by]--> John le Carré
Path (Raw):       A Most Wanted Man --[written_by]--> Andrew Bovell --[(INV) written_by]--> A Most Wanted Man --[written_by]--> John le Carré
Neg LogProb(↓):   0.773539
Path Entropy(↓):  1.191038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the haunted
Start Entity:     The Haunted
Gold Answer:      [['Ole Bornedal', 'David S. Goyer']]
Predicted Ans:    Ole Bornedal
Predicted Path:   The Haunted --[directed_by]--> Robert Mandel --[(INV) directed_by]--> The Substitute --[written_by]--> Ole Bornedal
Path (Raw):       The Haunted --[directed_by]--> Robert Mandel --[(INV) directed_by]--> The Substitute --[written_by]--> Ole Bornedal
Neg LogProb(↓):   0.565231
Path Entropy(↓):  1.022619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie elvis
Start Entity:     Elvis
Gold Answer:      [['1980', '1992', '1993', '1974', '1984', '2007', '1998', '2010', '1982', '1983', '1995', '1976', '2001', '1996', '1981', '2011', '1988', '1978', '1960', '2005', '1987', '1986']]
Predicted Ans:    1981
Predicted Path:   Elvis --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[release_year]--> 1981
Path (Raw):       Elvis --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[release_year]--> 1981
Neg LogProb(↓):   0.501666
Path Entropy(↓):  1.511411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of querelle
Start Entity:     Querelle
Gold Answer:      [['Rainer Werner Fassbinder', 'Richard Donner', 'Michael Fengler', 'Todd Haynes', 'François Ozon', 'Jacques Demy']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Querelle --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> The Merchant of Four Seasons --[directed_by]--> Rainer Werner Fassbinder
Path (Raw):       Querelle --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> The Merchant of Four Seasons --[directed_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.663493
Path Entropy(↓):  1.544555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie be cool were released in which years
Start Entity:     Be Cool
Gold Answer:      [['1980', '2008', '2003', '1993', '1977', '2007', '1998', '2009', '2010', '2004', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '1981', '2011', '2013', '1978', '2000', '1997', '1950', '1991', '1999']]
Predicted Ans:    1989
Predicted Path:   Be Cool --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Path (Raw):       Be Cool --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Neg LogProb(↓):   0.775622
Path Entropy(↓):  1.763604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is talk radio
Start Entity:     Talk Radio
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Talk Radio --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Talk Radio --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   2.537863
Path Entropy(↓):  4.095320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of graffiti bridge starred who
Start Entity:     Graffiti Bridge
Gold Answer:      [['Steven Berkoff', 'Prince', 'Jerome Benton', 'Kristin Scott Thomas']]
Predicted Ans:    Kristin Scott Thomas
Predicted Path:   Graffiti Bridge --[directed_by]--> Prince --[(INV) directed_by]--> Under the Cherry Moon --[starred_actors]--> Kristin Scott Thomas
Path (Raw):       Graffiti Bridge --[directed_by]--> Prince --[(INV) directed_by]--> Under the Cherry Moon --[starred_actors]--> Kristin Scott Thomas
Neg LogProb(↓):   0.031747
Path Entropy(↓):  0.169365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by alec mccowen
Start Entity:     Alec McCowen
Gold Answer:      [['1966', '1990', '1972']]
Predicted Ans:    1972
Predicted Path:   Alec McCowen --[(INV) starred_actors]--> Frenzy --[release_year]--> 1972
Path (Raw):       Alec McCowen --[No Operation]--> Alec McCowen --[(INV) starred_actors]--> Frenzy --[release_year]--> 1972
Neg LogProb(↓):   0.548679
Path Entropy(↓):  0.681020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by xavier samuel
Start Entity:     Xavier Samuel
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Xavier Samuel --[(INV) starred_actors]--> Road Kill --[has_genre]--> Horror
Path (Raw):       Xavier Samuel --[No Operation]--> Xavier Samuel --[(INV) starred_actors]--> Road Kill --[has_genre]--> Horror
Neg LogProb(↓):   0.105678
Path Entropy(↓):  0.333902
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by scorpio actors
Start Entity:     Scorpio
Gold Answer:      [['Western', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Scorpio --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[has_genre]--> Horror
Path (Raw):       Scorpio --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[has_genre]--> Horror
Neg LogProb(↓):   1.314111
Path Entropy(↓):  0.815508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of clouds of may
Start Entity:     Clouds of May
Gold Answer:      [['Ebru Ceylan', 'Nuri Bilge Ceylan']]
Predicted Ans:    Ebru Ceylan
Predicted Path:   Clouds of May --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Climates --[starred_actors]--> Ebru Ceylan
Path (Raw):       Clouds of May --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Climates --[starred_actors]--> Ebru Ceylan
Neg LogProb(↓):   0.235113
Path Entropy(↓):  0.652118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie salvador
Start Entity:     Salvador
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Salvador --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Salvador --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   2.418937
Path Entropy(↓):  3.971517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter tessa de loo co - wrote movies with who
Start Entity:     Tessa de Loo
Gold Answer:      [['Marieke van der Pol']]
Predicted Ans:    Tessa de Loo
Predicted Path:   Tessa de Loo --[(INV) written_by]--> Twin Sisters --[written_by]--> Tessa de Loo
Path (Raw):       Tessa de Loo --[No Operation]--> Tessa de Loo --[(INV) written_by]--> Twin Sisters --[written_by]--> Tessa de Loo
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same director of sound of my voice
Start Entity:     Sound of My Voice
Gold Answer:      [['The East']]
Predicted Ans:    The East
Predicted Path:   Sound of My Voice --[directed_by]--> Zal Batmanglij --[(INV) directed_by]--> The East
Path (Raw):       Sound of My Voice --[No Operation]--> Sound of My Voice --[directed_by]--> Zal Batmanglij --[(INV) directed_by]--> The East
Neg LogProb(↓):   0.000043
Path Entropy(↓):  0.000523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with auraeus solito
Start Entity:     Auraeus Solito
Gold Answer:      [['Taika Waititi']]
Predicted Ans:    Taika Waititi
Predicted Path:   Auraeus Solito --[(INV) directed_by]--> Boy --[directed_by]--> Taika Waititi
Path (Raw):       Auraeus Solito --[No Operation]--> Auraeus Solito --[(INV) directed_by]--> Boy --[directed_by]--> Taika Waititi
Neg LogProb(↓):   0.019257
Path Entropy(↓):  0.094407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the war lord
Start Entity:     The War Lord
Gold Answer:      [['Helena Bonham Carter', 'Henry Fonda', 'Dustin Hoffman', 'Maurice Evans', 'Gilbert Roland', 'Morris Chestnut', 'Hart Bochner', 'Gregory Peck', 'Nia Long', 'Cliff Robertson', 'Charlton Heston', 'Karl Malden', 'Roddy McDowall', 'Lilli Palmer', 'Michael Clarke Duncan', 'Janet Suzman', 'David Hemmings', 'Laurence Olivier', 'Kim Hunter', 'George C. Scott', 'Mark Wahlberg', 'Taye Diggs', 'Tim Roth', 'Steve McQueen', 'James Mason']]
Predicted Ans:    George C. Scott
Predicted Path:   The War Lord --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> Islands in the Stream --[starred_actors]--> George C. Scott
Path (Raw):       The War Lord --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> Islands in the Stream --[starred_actors]--> George C. Scott
Neg LogProb(↓):   1.161730
Path Entropy(↓):  1.640470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by george constantin
Start Entity:     George Constantin
Gold Answer:      [['Lucian Pintilie', 'Petru Dumitriu']]
Predicted Ans:    Petru Dumitriu
Predicted Path:   George Constantin --[(INV) starred_actors]--> An Unforgettable Summer --[written_by]--> Petru Dumitriu
Path (Raw):       George Constantin --[No Operation]--> George Constantin --[(INV) starred_actors]--> An Unforgettable Summer --[written_by]--> Petru Dumitriu
Neg LogProb(↓):   0.131540
Path Entropy(↓):  0.373362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by john beal
Start Entity:     John Beal
Gold Answer:      [['Ferenc Molnár', 'Jo Swerling']]
Predicted Ans:    Jo Swerling
Predicted Path:   John Beal --[(INV) starred_actors]--> Double Wedding --[written_by]--> Jo Swerling
Path (Raw):       John Beal --[No Operation]--> John Beal --[(INV) starred_actors]--> Double Wedding --[written_by]--> Jo Swerling
Neg LogProb(↓):   0.081605
Path Entropy(↓):  0.274755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by kareena kapoor released
Start Entity:     Kareena Kapoor
Gold Answer:      [['2009', '2003', '2002', '2012', '2011', '2007']]
Predicted Ans:    2003
Predicted Path:   Kareena Kapoor --[(INV) starred_actors]--> Main Prem Ki Diwani Hoon --[release_year]--> 2003
Path (Raw):       Kareena Kapoor --[No Operation]--> Kareena Kapoor --[(INV) starred_actors]--> Main Prem Ki Diwani Hoon --[release_year]--> 2003
Neg LogProb(↓):   0.761575
Path Entropy(↓):  1.345914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in lost in space
Start Entity:     Lost in Space
Gold Answer:      [['English', 'Czech', 'Portuguese']]
Predicted Ans:    English
Predicted Path:   Lost in Space --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Path (Raw):       Lost in Space --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.000145
Path Entropy(↓):  0.001532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in forbidden zone
Start Entity:     Forbidden Zone
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Forbidden Zone --[starred_actors]--> Susan Tyrrell --[(INV) starred_actors]--> Forbidden Zone --[has_genre]--> Comedy
Path (Raw):       Forbidden Zone --[starred_actors]--> Susan Tyrrell --[(INV) starred_actors]--> Forbidden Zone --[has_genre]--> Comedy
Neg LogProb(↓):   0.327363
Path Entropy(↓):  0.682122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of die, mommie, die!
Start Entity:     Die, Mommie, Die!
Gold Answer:      [['Robert Lee King']]
Predicted Ans:    Robert Lee King
Predicted Path:   Die, Mommie, Die! --[written_by]--> Charles Busch --[(INV) written_by]--> Psycho Beach Party --[directed_by]--> Robert Lee King
Path (Raw):       Die, Mommie, Die! --[written_by]--> Charles Busch --[(INV) written_by]--> Psycho Beach Party --[directed_by]--> Robert Lee King
Neg LogProb(↓):   0.002177
Path Entropy(↓):  0.015503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote nosferatu
Start Entity:     Nosferatu
Gold Answer:      [['Ken Russell', 'Seth Holt', 'Roy Ward Baker', 'Mike Newell', 'Lambert Hillyer', 'Gary Shore', 'Tod Browning', 'Nick Murphy', 'Dario Argento', 'John Badham']]
Predicted Ans:    John Badham
Predicted Path:   Nosferatu --[written_by]--> Bram Stoker --[(INV) written_by]--> Dracula --[directed_by]--> John Badham
Path (Raw):       Nosferatu --[written_by]--> Bram Stoker --[(INV) written_by]--> Dracula --[directed_by]--> John Badham
Neg LogProb(↓):   1.466813
Path Entropy(↓):  1.891594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of chinese coffee
Start Entity:     Chinese Coffee
Gold Answer:      [['Al Pacino']]
Predicted Ans:    Al Pacino
Predicted Path:   Chinese Coffee --[directed_by]--> Al Pacino --[(INV) directed_by]--> Looking for Richard --[directed_by]--> Al Pacino
Path (Raw):       Chinese Coffee --[directed_by]--> Al Pacino --[(INV) directed_by]--> Looking for Richard --[directed_by]--> Al Pacino
Neg LogProb(↓):   0.013390
Path Entropy(↓):  0.070675
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by john ross were in which genres
Start Entity:     John Ross
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Ross --[(INV) written_by]--> A Bunch of Amateurs --[has_genre]--> Comedy
Path (Raw):       John Ross --[No Operation]--> John Ross --[(INV) written_by]--> A Bunch of Amateurs --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of teorema
Start Entity:     Teorema
Gold Answer:      [['Ugo Gregoretti', 'Pier Paolo Pasolini', 'John Rawlins', 'Roberto Rossellini', 'Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Teorema --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[directed_by]--> Lars von Trier
Path (Raw):       Teorema --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[directed_by]--> Lars von Trier
Neg LogProb(↓):   0.467723
Path Entropy(↓):  1.154946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of kissing jessica stein
Start Entity:     Kissing Jessica Stein
Gold Answer:      [['The Idolmaker', 'Friends with Kids']]
Predicted Ans:    Friends with Kids
Predicted Path:   Kissing Jessica Stein --[starred_actors]--> Jennifer Westfeldt --[(INV) starred_actors]--> Friends with Kids
Path (Raw):       Kissing Jessica Stein --[starred_actors]--> Jennifer Westfeldt --[No Operation]--> Jennifer Westfeldt --[(INV) starred_actors]--> Friends with Kids
Neg LogProb(↓):   0.001227
Path Entropy(↓):  0.010483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film tortilla flat released
Start Entity:     Tortilla Flat
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Tortilla Flat --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       Tortilla Flat --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   2.198746
Path Entropy(↓):  3.656990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was s. o. s. eisberg written by
Start Entity:     S.O.S. Eisberg
Gold Answer:      [['Arnold Fanck']]
Predicted Ans:    Arnold Fanck
Predicted Path:   S.O.S. Eisberg --[written_by]--> Arnold Fanck --[(INV) written_by]--> S.O.S. Eisberg --[written_by]--> Arnold Fanck
Path (Raw):       S.O.S. Eisberg --[written_by]--> Arnold Fanck --[(INV) written_by]--> S.O.S. Eisberg --[written_by]--> Arnold Fanck
Neg LogProb(↓):   0.113488
Path Entropy(↓):  0.340833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by shepperd strudwick were written by who
Start Entity:     Shepperd Strudwick
Gold Answer:      [['Cameron Rogers', 'Niven Busch', 'Lamar Trotti']]
Predicted Ans:    Lamar Trotti
Predicted Path:   Shepperd Strudwick --[(INV) starred_actors]--> Belle Starr --[written_by]--> Lamar Trotti
Path (Raw):       Shepperd Strudwick --[No Operation]--> Shepperd Strudwick --[(INV) starred_actors]--> Belle Starr --[written_by]--> Lamar Trotti
Neg LogProb(↓):   0.003696
Path Entropy(↓):  0.026889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does julie harris star in
Start Entity:     Julie Harris
Gold Answer:      [['East of Eden', 'The Haunting']]
Predicted Ans:    Day of the Outlaw
Predicted Path:   Julie Harris --[(INV) starred_actors]--> East of Eden --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Day of the Outlaw
Path (Raw):       Julie Harris --[(INV) starred_actors]--> East of Eden --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Day of the Outlaw
Neg LogProb(↓):   1.134984
Path Entropy(↓):  1.887004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by sheldon candis in
Start Entity:     Sheldon Candis
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sheldon Candis --[(INV) written_by]--> LUV --[has_genre]--> Drama
Path (Raw):       Sheldon Candis --[No Operation]--> Sheldon Candis --[(INV) written_by]--> LUV --[has_genre]--> Drama
Neg LogProb(↓):   0.021369
Path Entropy(↓):  0.103494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of re - animator
Start Entity:     Re-Animator
Gold Answer:      [['Bride of Re-Animator', 'Dark House', 'From Beyond', 'Would You Rather', 'Beyond Re-Animator']]
Predicted Ans:    Dark House
Predicted Path:   Re-Animator --[starred_actors]--> Jeffrey Combs --[(INV) starred_actors]--> Dark House
Path (Raw):       Re-Animator --[starred_actors]--> Jeffrey Combs --[No Operation]--> Jeffrey Combs --[(INV) starred_actors]--> Dark House
Neg LogProb(↓):   0.182634
Path Entropy(↓):  0.604448
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by gary grubbs were in which genres
Start Entity:     Gary Grubbs
Gold Answer:      [['Documentary', 'Comedy', 'Action']]
Predicted Ans:    Documentary
Predicted Path:   Gary Grubbs --[(INV) starred_actors]--> Double Take --[has_genre]--> Documentary
Path (Raw):       Gary Grubbs --[No Operation]--> Gary Grubbs --[(INV) starred_actors]--> Double Take --[has_genre]--> Documentary
Neg LogProb(↓):   0.479547
Path Entropy(↓):  0.724642
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is circus of horrors in
Start Entity:     Circus of Horrors
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Circus of Horrors --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Circus of Horrors --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   1.974393
Path Entropy(↓):  3.527748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the great race
Start Entity:     The Great Race
Gold Answer:      [['Curse of the Pink Panther', 'Wild Rovers', 'Operation Petticoat', 'High Time', 'Victor Victoria', 'The Party', 'The Pink Panther', 'A Fine Mess', 'S.O.B.', 'Switch', 'Darling Lili', "Breakfast at Tiffany's", 'Blind Date', 'Days of Wine and Roses', 'Experiment in Terror', 'The Carey Treatment', 'The Man Who Loved Women', '10', 'Skin Deep', "That's Life!", 'Son of the Pink Panther', 'A Shot in the Dark', 'Sunset']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   The Great Race --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women
Path (Raw):       The Great Race --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[No Operation]--> The Man Who Loved Women
Neg LogProb(↓):   0.040249
Path Entropy(↓):  0.234864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by junko iwao
Start Entity:     Junko Iwao
Gold Answer:      [['Sadayuki Murai', 'Yoshikazu Takeuchi']]
Predicted Ans:    Yoshikazu Takeuchi
Predicted Path:   Junko Iwao --[(INV) starred_actors]--> Perfect Blue --[written_by]--> Yoshikazu Takeuchi
Path (Raw):       Junko Iwao --[No Operation]--> Junko Iwao --[(INV) starred_actors]--> Perfect Blue --[written_by]--> Yoshikazu Takeuchi
Neg LogProb(↓):   0.005194
Path Entropy(↓):  0.032434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Lee unkrich was the director of which films
Start Entity:     Lee Unkrich
Gold Answer:      [['Toy Story 3', 'Monsters, Inc.', 'Toy Story 2']]
Predicted Ans:    Toy Story 2
Predicted Path:   Lee Unkrich --[(INV) directed_by]--> Toy Story 2 --[directed_by]--> Ash Brannon --[(INV) directed_by]--> Toy Story 2
Path (Raw):       Lee Unkrich --[(INV) directed_by]--> Toy Story 2 --[directed_by]--> Ash Brannon --[(INV) directed_by]--> Toy Story 2
Neg LogProb(↓):   0.519023
Path Entropy(↓):  1.509431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the cobweb actors
Start Entity:     The Cobweb
Gold Answer:      [['Ronald Neame', 'Edward Dmytryk', 'Fritz Lang', 'James B. Harris', 'Delmer Daves', 'Irwin Allen', 'Jean Negulesco', 'Roy Ward Baker', 'Lewis Milestone', 'Henry Hathaway', 'Peter Sykes', 'Karl Malden', 'John Ford', 'Nicholas Ray', 'Jules Dassin', 'Stanley Kramer', 'Rowdy Herrington', 'John Wayne', 'Jack Cardiff', 'Samuel Fuller', 'John Sturges', 'Don Siegel', 'John Lee Hancock', 'James Goldstone', 'Fred Zinnemann', 'Richard Brooks', 'Steve Miner', 'Irwin Winkler', 'Barbet Schroeder', 'Joseph L. Mankiewicz', 'Elia Kazan']]
Predicted Ans:    Edward Dmytryk
Predicted Path:   The Cobweb --[starred_actors]--> Gloria Grahame --[(INV) starred_actors]--> Crossfire --[directed_by]--> Edward Dmytryk
Path (Raw):       The Cobweb --[starred_actors]--> Gloria Grahame --[(INV) starred_actors]--> Crossfire --[directed_by]--> Edward Dmytryk
Neg LogProb(↓):   0.775186
Path Entropy(↓):  1.224606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by andy hardy's blonde trouble actors
Start Entity:     Andy Hardy's Blonde Trouble
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Adventure']]
Predicted Ans:    Musical
Predicted Path:   Andy Hardy's Blonde Trouble --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Girl Crazy --[has_genre]--> Musical
Path (Raw):       Andy Hardy's Blonde Trouble --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Girl Crazy --[has_genre]--> Musical
Neg LogProb(↓):   0.928536
Path Entropy(↓):  1.431562
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film man of a thousand faces
Start Entity:     Man of a Thousand Faces
Gold Answer:      [['1959', '1936', '1979', '1941', '1984', '2007', '1939', '1933', '1947', '1932', '1956', '1931', '1948', '2001', '1942', '1940', '1938', '1981', '1961', '1955', '1934', '1949', '1950', '1960', '1945', '1937', '1952']]
Predicted Ans:    1939
Predicted Path:   Man of a Thousand Faces --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties --[release_year]--> 1939
Path (Raw):       Man of a Thousand Faces --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties --[release_year]--> 1939
Neg LogProb(↓):   1.193785
Path Entropy(↓):  2.011086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote best in show
Start Entity:     Best in Show
Gold Answer:      [["Catherine O'Hara", 'Romain Duris', 'Niels Arestrup', 'Marina Foïs', 'Eugene Levy', 'Kevin Bacon']]
Predicted Ans:    Catherine O'Hara
Predicted Path:   Best in Show --[written_by]--> Christopher Guest --[(INV) written_by]--> For Your Consideration --[starred_actors]--> Catherine O'Hara
Path (Raw):       Best in Show --[written_by]--> Christopher Guest --[(INV) written_by]--> For Your Consideration --[starred_actors]--> Catherine O'Hara
Neg LogProb(↓):   0.511010
Path Entropy(↓):  0.676772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film love and a. 45
Start Entity:     Love and a .45
Gold Answer:      [['1995', '1998', '2000', '2009', '2001', '2003', '2005', '2004', '1996', '2006', '1927', '1999', '2002', '2012', '2007']]
Predicted Ans:    1998
Predicted Path:   Love and a .45 --[starred_actors]--> Renée Zellweger --[(INV) starred_actors]--> One True Thing --[release_year]--> 1998
Path (Raw):       Love and a .45 --[starred_actors]--> Renée Zellweger --[(INV) starred_actors]--> One True Thing --[release_year]--> 1998
Neg LogProb(↓):   0.893650
Path Entropy(↓):  1.819638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in twin dragons also appears in which movies
Start Entity:     Twin Dragons
Gold Answer:      [['The Tuxedo', 'The Young Master', 'New Police Story', 'Shanghai Noon', 'Little Big Soldier', 'Rush Hour 3', 'Police Story', 'Rush Hour', 'The Karate Kid', 'Police Story 2', 'The Myth', 'Dragons Forever', 'Thunderbolt', 'Rush Hour 2', 'The Accidental Spy', 'Island of Fire', 'Spiritual Kung Fu', 'Mr. Nice Guy', "Snake in the Eagle's Shadow", 'Gorgeous', 'Crime Story', 'The Medallion', 'Drunken Master', 'Armour of God', 'The Spy Next Door', 'Around the World in 80 Days', 'Shinjuku Incident', 'The Protector', 'City Hunter', 'Project A', 'The Forbidden Kingdom', 'The Fearless Hyena', 'Wheels on Meals', 'Rumble in the Bronx', 'Who Am I?', '1911']]
Predicted Ans:    Thunderbolt
Predicted Path:   Twin Dragons --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Path (Raw):       Twin Dragons --[starred_actors]--> Jackie Chan --[No Operation]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Neg LogProb(↓):   0.624773
Path Entropy(↓):  1.486249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by william c. de mille in
Start Entity:     William C. de Mille
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   William C. de Mille --[(INV) directed_by]--> Passion Flower --[has_genre]--> Drama
Path (Raw):       William C. de Mille --[No Operation]--> William C. de Mille --[(INV) directed_by]--> Passion Flower --[has_genre]--> Drama
Neg LogProb(↓):   0.000593
Path Entropy(↓):  0.005001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was cung le an actor in
Start Entity:     Cung Le
Gold Answer:      [['Dragon Eyes']]
Predicted Ans:    Dragon Eyes
Predicted Path:   Cung Le --[(INV) starred_actors]--> Dragon Eyes --[starred_actors]--> Cung Le --[(INV) starred_actors]--> Dragon Eyes
Path (Raw):       Cung Le --[(INV) starred_actors]--> Dragon Eyes --[starred_actors]--> Cung Le --[(INV) starred_actors]--> Dragon Eyes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the green mile
Start Entity:     The Green Mile
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   The Green Mile --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       The Green Mile --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.183513
Path Entropy(↓):  3.908019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was ryan murphy the writer of
Start Entity:     Ryan Murphy
Gold Answer:      [['Running with Scissors', 'Eat Pray Love', 'Pretty/Handsome']]
Predicted Ans:    Eat Pray Love
Predicted Path:   Ryan Murphy --[(INV) written_by]--> Eat Pray Love --[written_by]--> Ryan Murphy --[(INV) written_by]--> Eat Pray Love
Path (Raw):       Ryan Murphy --[(INV) written_by]--> Eat Pray Love --[written_by]--> Ryan Murphy --[(INV) written_by]--> Eat Pray Love
Neg LogProb(↓):   0.376965
Path Entropy(↓):  1.083400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the marriage of maria braun
Start Entity:     The Marriage of Maria Braun
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   The Marriage of Maria Braun --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Beware of a Holy Whore --[in_language]--> German
Path (Raw):       The Marriage of Maria Braun --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Beware of a Holy Whore --[in_language]--> German
Neg LogProb(↓):   0.748316
Path Entropy(↓):  1.504747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by neil abramson
Start Entity:     Neil Abramson
Gold Answer:      [['Nick Cannon']]
Predicted Ans:    Nick Cannon
Predicted Path:   Neil Abramson --[(INV) written_by]--> American Son --[starred_actors]--> Nick Cannon
Path (Raw):       Neil Abramson --[No Operation]--> Neil Abramson --[(INV) written_by]--> American Son --[starred_actors]--> Nick Cannon
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000424
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by ian ogilvy
Start Entity:     Ian Ogilvy
Gold Answer:      [['Michael Reeves', 'Tom Baker', 'Ronald Bassett']]
Predicted Ans:    Tom Baker
Predicted Path:   Ian Ogilvy --[(INV) starred_actors]--> Witchfinder General --[written_by]--> Tom Baker
Path (Raw):       Ian Ogilvy --[No Operation]--> Ian Ogilvy --[(INV) starred_actors]--> Witchfinder General --[written_by]--> Tom Baker
Neg LogProb(↓):   0.413111
Path Entropy(↓):  0.647210
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie ciao, professore! in
Start Entity:     Ciao, Professore!
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Ciao, Professore! --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Ciao, Professore! --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.558270
Path Entropy(↓):  3.098479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by suzy parker
Start Entity:     Suzy Parker
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Suzy Parker --[(INV) starred_actors]--> Kiss Them for Me --[has_genre]--> Comedy
Path (Raw):       Suzy Parker --[No Operation]--> Suzy Parker --[(INV) starred_actors]--> Kiss Them for Me --[has_genre]--> Comedy
Neg LogProb(↓):   0.288339
Path Entropy(↓):  0.571802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is looker about
Start Entity:     Looker
Gold Answer:      [['michael crichton', 'visual effects']]
Predicted Ans:    visual effects
Predicted Path:   Looker --[has_tags]--> visual effects --[(INV) has_tags]--> Jurassic Park III --[has_tags]--> visual effects
Path (Raw):       Looker --[has_tags]--> visual effects --[(INV) has_tags]--> Jurassic Park III --[has_tags]--> visual effects
Neg LogProb(↓):   0.000166
Path Entropy(↓):  0.001625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie 8½
Start Entity:     8½
Gold Answer:      [['Marcello Mastroianni']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   8½ --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> City of Women --[starred_actors]--> Marcello Mastroianni
Path (Raw):       8½ --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> City of Women --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.022337
Path Entropy(↓):  0.132012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by jan kounen in
Start Entity:     Jan Kounen
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jan Kounen --[(INV) directed_by]--> Dobermann --[in_language]--> French
Path (Raw):       Jan Kounen --[No Operation]--> Jan Kounen --[(INV) directed_by]--> Dobermann --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by susan sarandon were directed by who
Start Entity:     Susan Sarandon
Gold Answer:      [['Matthew Cooke', 'Paul Mazursky', 'Jim Sharman', 'Nicholas Jarecki', 'Ron Shelton', 'Paul Haggis', 'Richard Glatzer', 'Tom Gries', 'Tony Scott', 'Brian Koppelman', 'David Levien', 'Charles Jarrott', 'Bob Dolman', 'Shana Feste', 'Ava DuVernay', 'Craig Gillespie', 'Joel Schumacher', 'George Roy Hill', 'Robert Benton', 'John Stockwell', 'Chazz Palminteri', 'Paul Schrader', 'Louis Malle', 'John G. Avildsen', 'Robert Allan Ackerman', 'Cameron Crowe', 'Luis Mandoki', 'George Miller', 'Catherine Hardwicke', 'Ric Roman Waugh', 'Tim Robbins', 'Peter Jackson', 'Chris Columbus', 'Ben Falcone', 'Mark Duplass', 'Ann Turner', 'David Gordon Green']]
Predicted Ans:    Paul Schrader
Predicted Path:   Susan Sarandon --[(INV) starred_actors]--> Light Sleeper --[directed_by]--> Paul Schrader
Path (Raw):       Susan Sarandon --[No Operation]--> Susan Sarandon --[(INV) starred_actors]--> Light Sleeper --[directed_by]--> Paul Schrader
Neg LogProb(↓):   0.604585
Path Entropy(↓):  1.259825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the principal actors
Start Entity:     The Principal
Gold Answer:      [['Walter Hill', 'Oliver Stone', 'Scott Myers', 'Steven Siegel', 'Jim Kouf']]
Predicted Ans:    Walter Hill
Predicted Path:   The Principal --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Path (Raw):       The Principal --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Neg LogProb(↓):   0.122830
Path Entropy(↓):  0.371420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with dominic dierkes
Start Entity:     Dominic Dierkes
Gold Answer:      [['Dan Eckman', 'Donald Glover', 'Meggie McFadden']]
Predicted Ans:    Dominic Dierkes
Predicted Path:   Dominic Dierkes --[(INV) written_by]--> Mystery Team --[written_by]--> Dominic Dierkes
Path (Raw):       Dominic Dierkes --[No Operation]--> Dominic Dierkes --[(INV) written_by]--> Mystery Team --[written_by]--> Dominic Dierkes
Neg LogProb(↓):   0.044457
Path Entropy(↓):  0.205796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie speed
Start Entity:     Speed
Gold Answer:      [['Piero Tellini', 'Harvey Weitzman', 'Vittorio de Benedetti', 'John Sayles', 'Alfonso Cuarón', 'Paul Haggis', 'Dennis Hopper', 'Peter Dexter', 'Harry Bates', 'Angelo Pizzo', 'Derek Kolstad', 'Katie Ford', 'Caryn Lucas', 'David Lynch', 'Mike Armstrong', 'Alice Hoffman', 'Richard Linklater', 'Robert Sarkies', 'Ann Lembeck', 'Leonard Yakir', 'Callie Khouri', 'George Plimpton', 'Neal Cassady', 'Takeshi Kitano', 'Nunnally Johnson', 'James Ellroy', 'Dean Stockwell', 'Herman Raucher', 'Denis Leary', 'Steve Conrad', 'James B. Harris', 'James Nagel', 'Henry S. Villard', 'Quentin Tarantino', 'Peter Fonda', 'Mark Miller', 'Ronald Bass', 'James Fox', 'Philip Roth', 'Nancy Meyers', 'Bernardo Bertolucci', 'Preston A. Whitmore II', 'David Cronenberg', 'Neal Jimenez', 'Kon Ichikawa', 'Steven Baigelman', 'Patricia Highsmith', 'Robert Ludlum', 'Philip K. Dick', 'Terry Southern', 'Nicholas Meyer', 'William Gibson', 'Curtis Harrington', 'Gus Van Sant', 'Wim Wenders', 'John Grisham', 'Tom Epperson', 'Douglas McGrath', 'Kevin Brodbin', 'Garth Ennis', 'Rebecca Wells', 'Russ Tamblyn', 'David Auburn', 'Tobe Hooper', 'Edmund H. North', 'Marc Lawrence', 'Rachel Kronstadt Mann', 'Ann Louise Bardach', 'Billy Bob Thornton', 'Daniel G. Sullivan', 'Jim Harrison', 'Michael Lewis', 'Katie Dippold', 'Cesare Zavattini', 'James Hicks', 'David Loughery', 'John Lee Hancock', 'Ben Gluck', 'Neil Young', 'Steve Moore', 'Howard Korder', 'Robert Mark Kamen']]
Predicted Ans:    Philip K. Dick
Predicted Path:   Speed --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[written_by]--> Philip K. Dick
Path (Raw):       Speed --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[written_by]--> Philip K. Dick
Neg LogProb(↓):   0.815076
Path Entropy(↓):  1.699511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film retro puppet master released
Start Entity:     Retro Puppet Master
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Retro Puppet Master --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Path (Raw):       Retro Puppet Master --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Neg LogProb(↓):   3.271960
Path Entropy(↓):  4.516924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote imitation of life
Start Entity:     Imitation of Life
Gold Answer:      [['William Hurlbut', 'Fannie Hurst']]
Predicted Ans:    Fannie Hurst
Predicted Path:   Imitation of Life --[written_by]--> Fannie Hurst --[(INV) written_by]--> Five and Ten --[written_by]--> Fannie Hurst
Path (Raw):       Imitation of Life --[written_by]--> Fannie Hurst --[(INV) written_by]--> Five and Ten --[written_by]--> Fannie Hurst
Neg LogProb(↓):   0.946935
Path Entropy(↓):  1.432106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote gothika
Start Entity:     Gothika
Gold Answer:      [['Sean Paul Lockhart', 'Charlie David', 'Simon Baker', 'Alan Rickman', 'Richard Harmon', 'Emma Thompson', 'Adrianne Palicki', 'Carla Gugino', 'Connie Britton']]
Predicted Ans:    Halle Berry
Predicted Path:   Gothika --[written_by]--> Sebastian Gutierrez --[(INV) written_by]--> Gothika --[starred_actors]--> Halle Berry
Path (Raw):       Gothika --[written_by]--> Sebastian Gutierrez --[(INV) written_by]--> Gothika --[starred_actors]--> Halle Berry
Neg LogProb(↓):   0.006512
Path Entropy(↓):  0.040632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of summer stock
Start Entity:     Summer Stock
Gold Answer:      [['Fred Astaire', 'Bing Crosby', 'June Allyson', 'Van Johnson', 'Estelle Winwood', 'Ginger Rogers', 'Leslie Caron', 'Red Skelton', 'David Niven', 'Janis Paige', 'Doris Day', 'Esther Williams', 'Spring Byington', 'Debbie Reynolds', 'Jimmy Durante', 'Lucille Ball', 'Lucille Bremer', 'Stephen Boyd', 'Fanny Brice', 'Martha Raye', 'Joan Crawford', 'Oscar Levant', 'Billie Burke', 'Grace Kelly', 'Michael Wilding', 'Peter Lawford', 'Frank Sinatra', 'Keenan Wynn', 'Howard Keel', 'Joan McCracken']]
Predicted Ans:    David Niven
Predicted Path:   Summer Stock --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Path (Raw):       Summer Stock --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Neg LogProb(↓):   0.193128
Path Entropy(↓):  0.488949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with susan traylor
Start Entity:     Susan Traylor
Gold Answer:      [['Todd Field', 'Jason London', 'Roxana Zal']]
Predicted Ans:    Todd Field
Predicted Path:   Susan Traylor --[(INV) starred_actors]--> Broken Vessels --[starred_actors]--> Todd Field
Path (Raw):       Susan Traylor --[No Operation]--> Susan Traylor --[(INV) starred_actors]--> Broken Vessels --[starred_actors]--> Todd Field
Neg LogProb(↓):   0.497035
Path Entropy(↓):  0.857279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the long night actors
Start Entity:     The Long Night
Gold Answer:      [['Abem Finkel', 'Guy de Maupassant', 'Delmer Daves', 'Lamar Trotti', 'Lou Breslow', 'Robert Towne', 'Claude Binyon', 'Ben Livingston', 'Hannah Shakespeare', 'William Butler', 'Melville Shavelson', 'Michael Reeves', 'Tom Baker', 'Ronald Bassett', 'Roy Huggins', 'Luke Short', 'Red Nichols', 'Nunnally Johnson', 'Samuel Fuller', 'Robert Benton', 'Anya Seton', 'Borden Chase', 'Robert Alan Aurthur', 'Sam Hellman', 'Gerold Frank', 'Samuel G. Engel', 'Arch Oboler', 'Howard Rodman', 'Richard Dougherty', 'Curt Siodmak', 'John Steinbeck', 'Ernest Thompson', 'R. Wright Campbell', 'Pupi Avati', 'Robert Fuest', 'Helen Gurley Brown', 'Joel Sayre', 'Richard Matheson', 'Joe May', 'Lester Cole', 'Bernardo Bertolucci', 'Abraham Polonsky', 'Ubaldo Ragona', 'Furio M. Monetti', 'Tim Burton', 'Graham Greene', 'Oakley Hall', 'Leonard Spigelgass', 'Thomas Heggen', 'Roland West', 'Crane Wilbur', 'David Hertz', 'Elizabeth Janeway', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Howard Hawks', 'Donald S. Sanford', 'Armitage Trail', 'Sidney Carroll', 'Laurence Stallings', 'John Paxton', 'Preston Sturges', 'Jo Swerling', 'Samuel Hoffenstein', 'David Newman', 'Oliver Stone', 'King Vidor', 'Gore Vidal', 'Maxwell Anderson', 'Walter D. Edmonds', 'Damon Runyon', 'Sergio Donati', 'Robb White', 'Libbie Block', 'Sergio Leone', 'Ben Ames Williams', 'John Gay', 'Dario Argento', 'Edgar Allan Poe', 'Ken Kesey', 'Leo Tolstoy', 'Malcolm D. Lee', 'Vera Caspary', 'David Twohy', 'John Brophy', 'Frederick Nebel', 'John Huston', 'Christopher Wicking', 'Tim Kelly', 'Clements Ripley', 'James Lee Barrett', 'Charles Beaumont', 'Ulli Lommel', 'Walter Van Tilburg Clark', 'Winston Miller', 'Frank S. Nugent', 'Owen Davis', 'James Warner Bellah', 'Marguerite Roberts', 'Mort Lachman', 'James R. Webb', 'Joshua Logan', 'David Berry', 'Dalton Trumbo', 'Nathaniel Hawthorne', 'Jay Dratler', 'Avery Hopwood', 'Mary Roberts Rinehart', 'Monckton Hoffe']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Long Night --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       The Long Night --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.512054
Path Entropy(↓):  2.420605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by tom shankland
Start Entity:     Tom Shankland
Gold Answer:      [['Eva Birthistle']]
Predicted Ans:    Eva Birthistle
Predicted Path:   Tom Shankland --[(INV) written_by]--> The Children --[starred_actors]--> Eva Birthistle
Path (Raw):       Tom Shankland --[No Operation]--> Tom Shankland --[(INV) written_by]--> The Children --[starred_actors]--> Eva Birthistle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film favorite deadly sins was written by who
Start Entity:     Favorite Deadly Sins
Gold Answer:      [['Ann Lembeck']]
Predicted Ans:    Mike Armstrong
Predicted Path:   Favorite Deadly Sins --[written_by]--> Ann Lembeck --[(INV) written_by]--> Two If by Sea --[written_by]--> Mike Armstrong
Path (Raw):       Favorite Deadly Sins --[written_by]--> Ann Lembeck --[(INV) written_by]--> Two If by Sea --[written_by]--> Mike Armstrong
Neg LogProb(↓):   0.593884
Path Entropy(↓):  0.927937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film grey gardens were in which languages
Start Entity:     Grey Gardens
Gold Answer:      [['Japanese', 'English', 'Italian', 'Hungarian']]
Predicted Ans:    Italian
Predicted Path:   Grey Gardens --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Grey Gardens --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.535179
Path Entropy(↓):  0.713203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did merrill pye direct
Start Entity:     Merrill Pye
Gold Answer:      [['Ziegfeld Follies']]
Predicted Ans:    Anything Goes
Predicted Path:   Merrill Pye --[(INV) directed_by]--> Ziegfeld Follies --[directed_by]--> Robert Lewis --[(INV) directed_by]--> Anything Goes
Path (Raw):       Merrill Pye --[(INV) directed_by]--> Ziegfeld Follies --[directed_by]--> Robert Lewis --[(INV) directed_by]--> Anything Goes
Neg LogProb(↓):   0.009339
Path Entropy(↓):  0.058458
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movie did walt disney write the story for
Start Entity:     Walt Disney
Gold Answer:      [['Lt. Robin Crusoe, U.S.N.']]
Predicted Ans:    Lt. Robin Crusoe, U.S.N.
Predicted Path:   Walt Disney --[(INV) written_by]--> Lt. Robin Crusoe, U.S.N. --[written_by]--> Walt Disney --[(INV) written_by]--> Lt. Robin Crusoe, U.S.N.
Path (Raw):       Walt Disney --[(INV) written_by]--> Lt. Robin Crusoe, U.S.N. --[written_by]--> Walt Disney --[(INV) written_by]--> Lt. Robin Crusoe, U.S.N.
Neg LogProb(↓):   0.029323
Path Entropy(↓):  0.130886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie continental divide starred who
Start Entity:     Continental Divide
Gold Answer:      [['Blair Brown', 'John Belushi']]
Predicted Ans:    Blair Brown
Predicted Path:   Continental Divide --[starred_actors]--> Blair Brown --[(INV) starred_actors]--> Continental Divide --[starred_actors]--> Blair Brown
Path (Raw):       Continental Divide --[starred_actors]--> Blair Brown --[(INV) starred_actors]--> Continental Divide --[starred_actors]--> Blair Brown
Neg LogProb(↓):   0.057490
Path Entropy(↓):  0.273329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by alan paton starred which actors
Start Entity:     Alan Paton
Gold Answer:      [['Richard Harris', 'James Earl Jones', 'Charles Carson', 'Canada Lee']]
Predicted Ans:    Richard Harris
Predicted Path:   Alan Paton --[(INV) written_by]--> Cry, the Beloved Country --[starred_actors]--> Richard Harris
Path (Raw):       Alan Paton --[No Operation]--> Alan Paton --[(INV) written_by]--> Cry, the Beloved Country --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.694538
Path Entropy(↓):  0.704318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in combat girls
Start Entity:     Combat Girls
Gold Answer:      [['Alina Levshin']]
Predicted Ans:    Alina Levshin
Predicted Path:   Combat Girls --[starred_actors]--> Alina Levshin --[(INV) starred_actors]--> Combat Girls --[starred_actors]--> Alina Levshin
Path (Raw):       Combat Girls --[starred_actors]--> Alina Levshin --[(INV) starred_actors]--> Combat Girls --[starred_actors]--> Alina Levshin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of kill list
Start Entity:     Kill List
Gold Answer:      [['Sightseers', 'A Field in England', 'Down Terrace']]
Predicted Ans:    Down Terrace
Predicted Path:   Kill List --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace
Path (Raw):       Kill List --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace --[No Operation]--> Down Terrace
Neg LogProb(↓):   0.000981
Path Entropy(↓):  0.007940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed attack of the puppet people
Start Entity:     Attack of the Puppet People
Gold Answer:      [['H.G. Wells', 'Bert I. Gordon', 'Stephen Prentice']]
Predicted Ans:    Bert I. Gordon
Predicted Path:   Attack of the Puppet People --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[written_by]--> Bert I. Gordon
Path (Raw):       Attack of the Puppet People --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[written_by]--> Bert I. Gordon
Neg LogProb(↓):   0.487026
Path Entropy(↓):  0.933109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of wild reeds
Start Entity:     Wild Reeds
Gold Answer:      [['The Girl on the Train', 'Rendez-vous', 'My Favorite Season', 'Alice and Martin', 'Changing Times', 'Thieves', 'Barocco', 'The Witnesses', 'Strayed']]
Predicted Ans:    Thieves
Predicted Path:   Wild Reeds --[directed_by]--> André Téchiné --[(INV) directed_by]--> Thieves
Path (Raw):       Wild Reeds --[No Operation]--> Wild Reeds --[directed_by]--> André Téchiné --[(INV) directed_by]--> Thieves
Neg LogProb(↓):   0.341831
Path Entropy(↓):  0.851018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor barbara fields is a co - star of who
Start Entity:     Barbara Fields
Gold Answer:      [['David McCullough', 'Charles McDowell']]
Predicted Ans:    Barbara Fields
Predicted Path:   Barbara Fields --[(INV) starred_actors]--> The Congress --[starred_actors]--> Barbara Fields
Path (Raw):       Barbara Fields --[No Operation]--> Barbara Fields --[(INV) starred_actors]--> The Congress --[starred_actors]--> Barbara Fields
Neg LogProb(↓):   0.105116
Path Entropy(↓):  0.324951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of rio also starred in which films
Start Entity:     Rio
Gold Answer:      [['Stealing Harvard', 'George of the Jungle', '17 Again', 'Knocked Up', 'The Other Woman', 'Funny People', 'This Is 40']]
Predicted Ans:    This Is 40
Predicted Path:   Rio --[starred_actors]--> Leslie Mann --[(INV) starred_actors]--> This Is 40
Path (Raw):       Rio --[No Operation]--> Rio --[starred_actors]--> Leslie Mann --[(INV) starred_actors]--> This Is 40
Neg LogProb(↓):   0.217863
Path Entropy(↓):  0.637244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of alex in wonderland
Start Entity:     Alex in Wonderland
Gold Answer:      [['Scenes from a Mall', 'Tempest', 'An Unmarried Woman', 'The Pickle', 'Harry and Tonto', 'Faithful', 'Next Stop, Greenwich Village', 'Down and Out in Beverly Hills', 'Blume in Love', 'Moscow on the Hudson']]
Predicted Ans:    Tempest
Predicted Path:   Alex in Wonderland --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest
Path (Raw):       Alex in Wonderland --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[No Operation]--> Tempest
Neg LogProb(↓):   0.761988
Path Entropy(↓):  1.080724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with a smile like yours fall under
Start Entity:     A Smile Like Yours
Gold Answer:      [['Romance', 'Sport', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Smile Like Yours --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Path (Raw):       A Smile Like Yours --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   0.918686
Path Entropy(↓):  1.388761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by darshan jariwala
Start Entity:     Darshan Jariwala
Gold Answer:      [['Abhishek Jain']]
Predicted Ans:    Abhishek Jain
Predicted Path:   Darshan Jariwala --[(INV) starred_actors]--> Bey Yaar --[directed_by]--> Abhishek Jain
Path (Raw):       Darshan Jariwala --[No Operation]--> Darshan Jariwala --[(INV) starred_actors]--> Bey Yaar --[directed_by]--> Abhishek Jain
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by mark von sternberg released
Start Entity:     Mark von Sternberg
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Mark von Sternberg --[(INV) directed_by]--> Love Simple --[release_year]--> 2009
Path (Raw):       Mark von Sternberg --[No Operation]--> Mark von Sternberg --[(INV) directed_by]--> Love Simple --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the king of kings
Start Entity:     The King of Kings
Gold Answer:      [['Cecil B. DeMille', 'Jeanie Macpherson', 'C. Gardner Sullivan', 'Harold Lamb', 'Lyle Saxon', 'Waldemar Young', 'Vincent Lawrence', 'Ernest Haycox', 'Sidney Buchman', 'Ranald MacDougall', 'Edwin Justus Mayer', 'Corydon M. Wassell', 'Wilson Barrett', 'Alan Le May', 'Thelma Strabel', 'Hector Turnbull', 'Fredric M. Frank', 'Bartlett Cormack', 'Vladimir Jabotinsky', 'Eduardo Mignogna', 'James Hilton', 'John Howard Lawson', 'Gladys Unger', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   The King of Kings --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       The King of Kings --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.768314
Path Entropy(↓):  1.791928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of along came polly
Start Entity:     Along Came Polly
Gold Answer:      [['Steve Zahn', 'Paul Rudd', 'Sam Rockwell', 'Paul Giamatti', 'Michael Lerner']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Along Came Polly --[directed_by]--> John Hamburg --[(INV) directed_by]--> Along Came Polly --[starred_actors]--> Jennifer Aniston
Path (Raw):       Along Came Polly --[directed_by]--> John Hamburg --[(INV) directed_by]--> Along Came Polly --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.493020
Path Entropy(↓):  1.028497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of ranveer singh starred movies
Start Entity:     Ranveer Singh
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Ranveer Singh --[(INV) starred_actors]--> Gunday --[release_year]--> 2014
Path (Raw):       Ranveer Singh --[No Operation]--> Ranveer Singh --[(INV) starred_actors]--> Gunday --[release_year]--> 2014
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film silent running
Start Entity:     Silent Running
Gold Answer:      [['Walter Hill', 'James Foley', 'Bob Rafelson', 'Jack Nicholson', 'Jeffrey Kramer', 'Alexander Payne', 'Mark Rydell', 'Daniel Sackheim', 'John Frankenheimer', 'Barry W. Blaustein', 'Baz Luhrmann', 'Bob Brooks', 'Mary Stuart Masterson', 'Hal Ashby', 'Joe Dante', 'Elliott Nugent', 'Mario Bava', 'Alfred Hitchcock', 'Roger Corman', 'Jason Miller', 'Jack Clayton', 'Michael Ritchie']]
Predicted Ans:    Elliott Nugent
Predicted Path:   Silent Running --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Path (Raw):       Silent Running --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   0.228594
Path Entropy(↓):  0.869679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by cierra ramirez were released in which years
Start Entity:     Cierra Ramirez
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Cierra Ramirez --[(INV) starred_actors]--> Girl in Progress --[release_year]--> 2012
Path (Raw):       Cierra Ramirez --[No Operation]--> Cierra Ramirez --[(INV) starred_actors]--> Girl in Progress --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie the cable guy about
Start Entity:     The Cable Guy
Gold Answer:      [['matthew broderick', 'comedy', 'jim carrey', 'ben stiller']]
Predicted Ans:    comedy
Predicted Path:   The Cable Guy --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       The Cable Guy --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.288776
Path Entropy(↓):  0.641813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the white fang director
Start Entity:     White Fang
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   White Fang --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> The House by the Cemetery --[in_language]--> Italian
Path (Raw):       White Fang --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> The House by the Cemetery --[in_language]--> Italian
Neg LogProb(↓):   0.578483
Path Entropy(↓):  1.224129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by jag mundhra released
Start Entity:     Jag Mundhra
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Jag Mundhra --[(INV) directed_by]--> Shoot on Sight --[release_year]--> 2007
Path (Raw):       Jag Mundhra --[No Operation]--> Jag Mundhra --[(INV) directed_by]--> Shoot on Sight --[release_year]--> 2007
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie death race 2000 released
Start Entity:     Death Race 2000
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Death Race 2000 --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Path (Raw):       Death Race 2000 --[release_year]--> 1975 --[(INV) release_year]--> The Man in the Glass Booth --[release_year]--> 1975
Neg LogProb(↓):   1.559590
Path Entropy(↓):  2.760923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of company business
Start Entity:     Company Business
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Company Business --[written_by]--> Nicholas Meyer --[(INV) written_by]--> The Human Stain --[has_genre]--> Drama
Path (Raw):       Company Business --[written_by]--> Nicholas Meyer --[(INV) written_by]--> The Human Stain --[has_genre]--> Drama
Neg LogProb(↓):   0.220597
Path Entropy(↓):  0.499441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the greatest game ever played released
Start Entity:     The Greatest Game Ever Played
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   The Greatest Game Ever Played --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       The Greatest Game Ever Played --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.497977
Path Entropy(↓):  4.149801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film deadly circuit
Start Entity:     Deadly Circuit
Gold Answer:      [['Claude Miller']]
Predicted Ans:    Claude Miller
Predicted Path:   Deadly Circuit --[directed_by]--> Claude Miller --[(INV) directed_by]--> Deadly Circuit --[directed_by]--> Claude Miller
Path (Raw):       Deadly Circuit --[directed_by]--> Claude Miller --[(INV) directed_by]--> Deadly Circuit --[directed_by]--> Claude Miller
Neg LogProb(↓):   0.029128
Path Entropy(↓):  0.143522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the leadbelly director
Start Entity:     Leadbelly
Gold Answer:      [['Ernest Tidyman', 'Solomon Northup', 'Gordon Parks', 'L.H. Whittemore', 'John Singleton']]
Predicted Ans:    Ernest Tidyman
Predicted Path:   Leadbelly --[directed_by]--> Gordon Parks --[(INV) directed_by]--> Shaft --[written_by]--> Ernest Tidyman
Path (Raw):       Leadbelly --[directed_by]--> Gordon Parks --[(INV) directed_by]--> Shaft --[written_by]--> Ernest Tidyman
Neg LogProb(↓):   0.698124
Path Entropy(↓):  0.729462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about video game
Start Entity:     video game
Gold Answer:      [['Street Fighter', 'Super Mario Bros.', 'Silent Hill', 'The Last Starfighter', 'Max Payne']]
Predicted Ans:    Street Fighter
Predicted Path:   video game --[(INV) has_tags]--> Street Fighter --[has_tags]--> video game --[(INV) has_tags]--> Street Fighter
Path (Raw):       video game --[(INV) has_tags]--> Street Fighter --[has_tags]--> video game --[(INV) has_tags]--> Street Fighter
Neg LogProb(↓):   0.010617
Path Entropy(↓):  0.062111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by a streetcar named desire writers release
Start Entity:     A Streetcar Named Desire
Gold Answer:      [['1962', '1968', '1964', '1966', '1950', '2008', '1960', '1959', '1955', '1973', '1987', '1961', '2011', '1958', '1956']]
Predicted Ans:    1958
Predicted Path:   A Streetcar Named Desire --[written_by]--> Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       A Streetcar Named Desire --[written_by]--> Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   1.570469
Path Entropy(↓):  2.427253
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in painted skin
Start Entity:     Painted Skin
Gold Answer:      [['Wilson Yip', 'Daniel Lee', 'Peter Chan', 'Fred Schepisi']]
Predicted Ans:    Fred Schepisi
Predicted Path:   Painted Skin --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[directed_by]--> Fred Schepisi
Path (Raw):       Painted Skin --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[directed_by]--> Fred Schepisi
Neg LogProb(↓):   0.082969
Path Entropy(↓):  0.308193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by mathieu amalric release
Start Entity:     Mathieu Amalric
Gold Answer:      [['2008', '1998', '2014', '2007']]
Predicted Ans:    1998
Predicted Path:   Mathieu Amalric --[(INV) starred_actors]--> Late August, Early September --[release_year]--> 1998
Path (Raw):       Mathieu Amalric --[No Operation]--> Mathieu Amalric --[(INV) starred_actors]--> Late August, Early September --[release_year]--> 1998
Neg LogProb(↓):   0.167391
Path Entropy(↓):  0.566348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie comin'at ya!
Start Entity:     Comin' at Ya!
Gold Answer:      [['Agustín Díaz Yanes', 'Pedro Almodóvar', 'Hallgrímur Helgason', 'Tony Anthony', 'Manuel Gómez Pereira', 'Gene Quintano', 'Baltasar Kormákur']]
Predicted Ans:    Gene Quintano
Predicted Path:   Comin' at Ya! --[starred_actors]--> Gene Quintano --[(INV) starred_actors]--> Comin' at Ya! --[written_by]--> Gene Quintano
Path (Raw):       Comin' at Ya! --[starred_actors]--> Gene Quintano --[(INV) starred_actors]--> Comin' at Ya! --[written_by]--> Gene Quintano
Neg LogProb(↓):   0.379061
Path Entropy(↓):  0.933586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor alan brough acted together with who
Start Entity:     Alan Brough
Gold Answer:      [['Mick Molloy', 'Judith Lucy', 'Bob Franklin']]
Predicted Ans:    Mick Molloy
Predicted Path:   Alan Brough --[(INV) starred_actors]--> Bad Eggs --[starred_actors]--> Mick Molloy
Path (Raw):       Alan Brough --[No Operation]--> Alan Brough --[(INV) starred_actors]--> Bad Eggs --[starred_actors]--> Mick Molloy
Neg LogProb(↓):   0.207331
Path Entropy(↓):  0.522462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor antonio albanese co - starred with who
Start Entity:     Antonio Albanese
Gold Answer:      [['Margherita Buy']]
Predicted Ans:    Margherita Buy
Predicted Path:   Antonio Albanese --[(INV) starred_actors]--> Days and Clouds --[starred_actors]--> Margherita Buy
Path (Raw):       Antonio Albanese --[No Operation]--> Antonio Albanese --[(INV) starred_actors]--> Days and Clouds --[starred_actors]--> Margherita Buy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in restless natives also appears in which movies
Start Entity:     Restless Natives
Gold Answer:      [['Superman', 'Rudy', 'The Incredible Shrinking Woman', 'Hopscotch', 'Deliverance', '1941', 'Nashville', 'The Wool Cap', 'Rango', 'Radioland Murders', 'Stroker Ace', 'White Lightning', 'The Big Easy', 'Spring Forward', 'Superman II', 'Physical Evidence', 'Gray Lady Down', 'Switching Channels', 'The Toy']]
Predicted Ans:    The Toy
Predicted Path:   Restless Natives --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Toy
Path (Raw):       Restless Natives --[starred_actors]--> Ned Beatty --[No Operation]--> Ned Beatty --[(INV) starred_actors]--> The Toy
Neg LogProb(↓):   0.521103
Path Entropy(↓):  1.330790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by rasmus birch
Start Entity:     Rasmus Birch
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Rasmus Birch --[(INV) written_by]--> Brotherhood --[in_language]--> Danish
Path (Raw):       Rasmus Birch --[No Operation]--> Rasmus Birch --[(INV) written_by]--> Brotherhood --[in_language]--> Danish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of bertram bloch
Start Entity:     Bertram Bloch
Gold Answer:      [['Casey Robinson', 'Ladislas Fodor']]
Predicted Ans:    Bertram Bloch
Predicted Path:   Bertram Bloch --[(INV) written_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       Bertram Bloch --[No Operation]--> Bertram Bloch --[(INV) written_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.612359
Path Entropy(↓):  0.722235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by jerome robbins
Start Entity:     Jerome Robbins
Gold Answer:      [['Russ Tamblyn', 'Rita Moreno', 'Richard Beymer', 'Natalie Wood']]
Predicted Ans:    Rita Moreno
Predicted Path:   Jerome Robbins --[(INV) directed_by]--> West Side Story --[starred_actors]--> Rita Moreno
Path (Raw):       Jerome Robbins --[No Operation]--> Jerome Robbins --[(INV) directed_by]--> West Side Story --[starred_actors]--> Rita Moreno
Neg LogProb(↓):   0.195680
Path Entropy(↓):  0.587825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of life during wartime
Start Entity:     Life During Wartime
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Life During Wartime --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Path (Raw):       Life During Wartime --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Neg LogProb(↓):   1.245761
Path Entropy(↓):  1.926470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by yasuhiro yoshiura released
Start Entity:     Yasuhiro Yoshiura
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Yasuhiro Yoshiura --[(INV) starred_actors]--> Pale Cocoon --[release_year]--> 2006
Path (Raw):       Yasuhiro Yoshiura --[No Operation]--> Yasuhiro Yoshiura --[(INV) starred_actors]--> Pale Cocoon --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the beverly hillbillies also appears in which movies
Start Entity:     The Beverly Hillbillies
Gold Answer:      [['Slam Dunk Ernest', 'Crazy Mama', 'Dr. Otto and the Riddle of the Gloom Beam', 'Beerfest', 'Ernest Goes to Camp', 'Ernest in the Army', 'Ernest Rides Again', 'The Country Bears', 'Herbie Goes Bananas', 'Ernest Goes to Jail', 'Ernest Scared Stupid', 'Chasers', 'The Starving Games', 'Girl in the Cadillac', 'Walk Like a Man', 'Ernest Goes to Africa', 'Prancer', 'A Troll in Central Park', 'Ernest Saves Christmas', 'Bordello of Blood', 'High Anxiety', 'Ernest Goes to School']]
Predicted Ans:    The Beverly Hillbillies
Predicted Path:   The Beverly Hillbillies --[starred_actors]--> Diedrich Bader --[(INV) starred_actors]--> The Beverly Hillbillies
Path (Raw):       The Beverly Hillbillies --[starred_actors]--> Diedrich Bader --[No Operation]--> Diedrich Bader --[(INV) starred_actors]--> The Beverly Hillbillies
Neg LogProb(↓):   0.419527
Path Entropy(↓):  0.779793
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by selma lagerlof were released in which years
Start Entity:     Selma Lagerlöf
Gold Answer:      [['1996', '1921']]
Predicted Ans:    1921
Predicted Path:   Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[release_year]--> 1921
Path (Raw):       Selma Lagerlöf --[No Operation]--> Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[release_year]--> 1921
Neg LogProb(↓):   0.043453
Path Entropy(↓):  0.175897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by david w. ross
Start Entity:     David W. Ross
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David W. Ross --[(INV) starred_actors]--> I Do --[has_genre]--> Comedy
Path (Raw):       David W. Ross --[No Operation]--> David W. Ross --[(INV) starred_actors]--> I Do --[has_genre]--> Comedy
Neg LogProb(↓):   0.444511
Path Entropy(↓):  0.652763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the law of enclosures
Start Entity:     The Law of Enclosures
Gold Answer:      [['Nanci Kincaid', 'Audrey Wells', 'Anita Shreve', 'William Friedkin', 'Jaco Van Dormael', 'Vincenzo Natali', 'Terry Gilliam', 'James Gunn', 'Hal Hartley', 'Isabel Coixet', 'Uwe Boll', 'John August', 'George A. Romero']]
Predicted Ans:    William Friedkin
Predicted Path:   The Law of Enclosures --[starred_actors]--> Brendan Fletcher --[(INV) starred_actors]--> Rampage --[written_by]--> William Friedkin
Path (Raw):       The Law of Enclosures --[starred_actors]--> Brendan Fletcher --[(INV) starred_actors]--> Rampage --[written_by]--> William Friedkin
Neg LogProb(↓):   0.311865
Path Entropy(↓):  0.811707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by alessandro preziosi
Start Entity:     Alessandro Preziosi
Gold Answer:      [['Bob Clark']]
Predicted Ans:    Bob Clark
Predicted Path:   Alessandro Preziosi --[(INV) starred_actors]--> Loose Cannons --[directed_by]--> Bob Clark
Path (Raw):       Alessandro Preziosi --[No Operation]--> Alessandro Preziosi --[(INV) starred_actors]--> Loose Cannons --[directed_by]--> Bob Clark
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the magician are written by who
Start Entity:     The Magician
Gold Answer:      [['Ulla Isaksson', 'Kenneth Branagh', 'Leck Fischer', 'Stephen Fry', 'Richard Brooks', 'Steve McQueen', 'Ingmar Bergman', 'George Tabori', 'Akira Kurosawa', 'Baran bo Odar', 'Jan Costin Wagner']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Magician --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       The Magician --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   1.556297
Path Entropy(↓):  2.079806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by mare winningham were written by who
Start Entity:     Mare Winningham
Gold Answer:      [['Camille Thomasson', 'Ann Howard Creel', 'Barbara Turner', 'Robert Benton', 'Richard Russo', 'Steve De Jarnatt', 'Beth Henley', 'Mark Milgard']]
Predicted Ans:    Robert Benton
Predicted Path:   Mare Winningham --[(INV) starred_actors]--> Nobody's Fool --[written_by]--> Robert Benton
Path (Raw):       Mare Winningham --[No Operation]--> Mare Winningham --[(INV) starred_actors]--> Nobody's Fool --[written_by]--> Robert Benton
Neg LogProb(↓):   0.068457
Path Entropy(↓):  0.295404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by jennifer egan
Start Entity:     Jennifer Egan
Gold Answer:      [['Christopher Eccleston', 'Jordana Brewster', 'Cameron Diaz']]
Predicted Ans:    Cameron Diaz
Predicted Path:   Jennifer Egan --[(INV) written_by]--> The Invisible Circus --[starred_actors]--> Cameron Diaz
Path (Raw):       Jennifer Egan --[No Operation]--> Jennifer Egan --[(INV) written_by]--> The Invisible Circus --[starred_actors]--> Cameron Diaz
Neg LogProb(↓):   0.204183
Path Entropy(↓):  0.478783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by andy robin
Start Entity:     Andy Robin
Gold Answer:      [['Gregg Kavet']]
Predicted Ans:    Gregg Kavet
Predicted Path:   Andy Robin --[(INV) written_by]--> Live Free or Die --[directed_by]--> Gregg Kavet
Path (Raw):       Andy Robin --[No Operation]--> Andy Robin --[(INV) written_by]--> Live Free or Die --[directed_by]--> Gregg Kavet
Neg LogProb(↓):   0.518359
Path Entropy(↓):  1.274623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by nigel green released
Start Entity:     Nigel Green
Gold Answer:      [['1969', '1965']]
Predicted Ans:    1965
Predicted Path:   Nigel Green --[(INV) starred_actors]--> The Ipcress File --[release_year]--> 1965
Path (Raw):       Nigel Green --[No Operation]--> Nigel Green --[(INV) starred_actors]--> The Ipcress File --[release_year]--> 1965
Neg LogProb(↓):   0.003192
Path Entropy(↓):  0.021501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie bad biology were released in which years
Start Entity:     Bad Biology
Gold Answer:      [['1982', '1988', '1990']]
Predicted Ans:    1990
Predicted Path:   Bad Biology --[written_by]--> Frank Henenlotter --[(INV) written_by]--> Frankenhooker --[release_year]--> 1990
Path (Raw):       Bad Biology --[written_by]--> Frank Henenlotter --[(INV) written_by]--> Frankenhooker --[release_year]--> 1990
Neg LogProb(↓):   0.735628
Path Entropy(↓):  1.036587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by ari folman
Start Entity:     Ari Folman
Gold Answer:      [['Ken Burns']]
Predicted Ans:    Ari Folman
Predicted Path:   Ari Folman --[(INV) directed_by]--> The Congress --[written_by]--> Ari Folman
Path (Raw):       Ari Folman --[No Operation]--> Ari Folman --[(INV) directed_by]--> The Congress --[written_by]--> Ari Folman
Neg LogProb(↓):   0.177434
Path Entropy(↓):  0.643632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films starred by ethan embry
Start Entity:     Ethan Embry
Gold Answer:      [['1995', '1998', '1997', '1991', '2002']]
Predicted Ans:    1998
Predicted Path:   Ethan Embry --[(INV) starred_actors]--> Can't Hardly Wait --[release_year]--> 1998
Path (Raw):       Ethan Embry --[No Operation]--> Ethan Embry --[(INV) starred_actors]--> Can't Hardly Wait --[release_year]--> 1998
Neg LogProb(↓):   1.193380
Path Entropy(↓):  1.591867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film fido
Start Entity:     Fido
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fido --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fido --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.530558
Path Entropy(↓):  4.581155
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of hatchet iii
Start Entity:     Hatchet III
Gold Answer:      [['2007', '2010', '2006', '2011', '2013']]
Predicted Ans:    2010
Predicted Path:   Hatchet III --[written_by]--> Adam Green --[(INV) written_by]--> Frozen --[release_year]--> 2010
Path (Raw):       Hatchet III --[written_by]--> Adam Green --[(INV) written_by]--> Frozen --[release_year]--> 2010
Neg LogProb(↓):   0.480429
Path Entropy(↓):  1.313604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dust to glory was written by who
Start Entity:     Dust to Glory
Gold Answer:      [['Dana Brown']]
Predicted Ans:    Dana Brown
Predicted Path:   Dust to Glory --[written_by]--> Dana Brown --[(INV) written_by]--> Dust to Glory --[written_by]--> Dana Brown
Path (Raw):       Dust to Glory --[written_by]--> Dana Brown --[(INV) written_by]--> Dust to Glory --[written_by]--> Dana Brown
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of promised land
Start Entity:     Promised Land
Gold Answer:      [['1968', '1997', '2009', '1999', '2002', '1935']]
Predicted Ans:    1968
Predicted Path:   Promised Land --[written_by]--> Michael Hoffman --[(INV) written_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       Promised Land --[written_by]--> Michael Hoffman --[(INV) written_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.364804
Path Entropy(↓):  1.163912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director wes craven
Start Entity:     Wes Craven
Gold Answer:      [['Rachel McAdams', 'Heather Langenkamp', 'Ronee Blakley', 'Louis Jourdan', 'Kyle Gallner', 'Eddie Murphy', 'Amanda Wyss', 'Maren Jensen', 'Meryl Streep', 'Everett McGill', 'Peter Berg', 'Rooney Mara', 'Mitch Pileggi', 'Bill Pullman', 'Cillian Murphy', 'Adrienne Barbeau', 'Katie Cassidy', 'Kadeem Hardison', 'Wendy Robie', 'Sharon Stone', 'Ray Wise', 'Michael Murphy', 'Angela Bassett', 'Max Thieriot', 'Allen Payne', 'Drew Barrymore', 'Jackie Earle Haley', 'John Saxon', 'Garret Dillahunt']]
Predicted Ans:    Sharon Stone
Predicted Path:   Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Path (Raw):       Wes Craven --[No Operation]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.382920
Path Entropy(↓):  0.723334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of silent light also wrote which movies
Start Entity:     Silent Light
Gold Answer:      [['Post Tenebras Lux', 'Battle in Heaven']]
Predicted Ans:    Silent Light
Predicted Path:   Silent Light --[written_by]--> Carlos Reygadas --[(INV) written_by]--> Silent Light
Path (Raw):       Silent Light --[written_by]--> Carlos Reygadas --[(INV) written_by]--> Silent Light --[No Operation]--> Silent Light
Neg LogProb(↓):   0.010955
Path Entropy(↓):  0.060442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film little dieter needs to fly were in which genres
Start Entity:     Little Dieter Needs to Fly
Gold Answer:      [['Documentary', 'War', 'Short']]
Predicted Ans:    Documentary
Predicted Path:   Little Dieter Needs to Fly --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Wings of Hope --[has_genre]--> Documentary
Path (Raw):       Little Dieter Needs to Fly --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Wings of Hope --[has_genre]--> Documentary
Neg LogProb(↓):   0.832045
Path Entropy(↓):  1.595630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of velvet goldmine
Start Entity:     Velvet Goldmine
Gold Answer:      [['Far from Heaven', 'Poison', 'Safe']]
Predicted Ans:    Safe
Predicted Path:   Velvet Goldmine --[directed_by]--> Todd Haynes --[(INV) directed_by]--> Safe
Path (Raw):       Velvet Goldmine --[No Operation]--> Velvet Goldmine --[directed_by]--> Todd Haynes --[(INV) directed_by]--> Safe
Neg LogProb(↓):   0.090339
Path Entropy(↓):  0.335926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies together with peter scheerer
Start Entity:     Peter Scheerer
Gold Answer:      [['Michael Roesch']]
Predicted Ans:    Peter Scheerer
Predicted Path:   Peter Scheerer --[(INV) directed_by]--> Alone in the Dark II --[directed_by]--> Peter Scheerer
Path (Raw):       Peter Scheerer --[No Operation]--> Peter Scheerer --[(INV) directed_by]--> Alone in the Dark II --[directed_by]--> Peter Scheerer
Neg LogProb(↓):   0.314673
Path Entropy(↓):  0.583280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by kari vaananen were released in which years
Start Entity:     Kari Väänänen
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Kari Väänänen --[(INV) starred_actors]--> Drifting Clouds --[release_year]--> 1996
Path (Raw):       Kari Väänänen --[No Operation]--> Kari Väänänen --[(INV) starred_actors]--> Drifting Clouds --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of david leigh
Start Entity:     David Leigh
Gold Answer:      [['Luke Harding', 'Josh Singer']]
Predicted Ans:    David Leigh
Predicted Path:   David Leigh --[(INV) written_by]--> The Fifth Estate --[written_by]--> David Leigh
Path (Raw):       David Leigh --[No Operation]--> David Leigh --[(INV) written_by]--> The Fifth Estate --[written_by]--> David Leigh
Neg LogProb(↓):   0.003261
Path Entropy(↓):  0.023117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the language spoken in the movie cinderella
Start Entity:     Cinderella
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Cinderella --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Cinderella --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   3.157412
Path Entropy(↓):  3.862380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by philip macdonald
Start Entity:     Philip MacDonald
Gold Answer:      [['Henry Hathaway', 'Norman Foster', 'John Huston', 'John Ford', 'Lee Sholem', 'Alfred Hitchcock']]
Predicted Ans:    Norman Foster
Predicted Path:   Philip MacDonald --[(INV) written_by]--> Mysterious Mr. Moto --[directed_by]--> Norman Foster
Path (Raw):       Philip MacDonald --[No Operation]--> Philip MacDonald --[(INV) written_by]--> Mysterious Mr. Moto --[directed_by]--> Norman Foster
Neg LogProb(↓):   0.061191
Path Entropy(↓):  0.227051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by jon s. baird
Start Entity:     Jon S. Baird
Gold Answer:      [['2008', '2013']]
Predicted Ans:    2008
Predicted Path:   Jon S. Baird --[(INV) written_by]--> Cass --[release_year]--> 2008
Path (Raw):       Jon S. Baird --[No Operation]--> Jon S. Baird --[(INV) written_by]--> Cass --[release_year]--> 2008
Neg LogProb(↓):   0.021071
Path Entropy(↓):  0.102243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by kent osborne
Start Entity:     Kent Osborne
Gold Answer:      [['Clancy Brown', 'Tom Kenny', 'Rodger Bumpass', 'Bill Fagerbakke']]
Predicted Ans:    Clancy Brown
Predicted Path:   Kent Osborne --[(INV) written_by]--> The SpongeBob SquarePants Movie --[starred_actors]--> Clancy Brown
Path (Raw):       Kent Osborne --[No Operation]--> Kent Osborne --[(INV) written_by]--> The SpongeBob SquarePants Movie --[starred_actors]--> Clancy Brown
Neg LogProb(↓):   0.668730
Path Entropy(↓):  0.925851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in hide in plain sight
Start Entity:     Hide in Plain Sight
Gold Answer:      [['James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Hide in Plain Sight --[starred_actors]--> James Caan --[(INV) starred_actors]--> Red Line 7000 --[starred_actors]--> James Caan
Path (Raw):       Hide in Plain Sight --[starred_actors]--> James Caan --[(INV) starred_actors]--> Red Line 7000 --[starred_actors]--> James Caan
Neg LogProb(↓):   0.252865
Path Entropy(↓):  0.787193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie monte carlo were in which languages
Start Entity:     Monte Carlo
Gold Answer:      [['French', 'English', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   Monte Carlo --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Path (Raw):       Monte Carlo --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   0.340084
Path Entropy(↓):  0.813031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of rick
Start Entity:     Rick
Gold Answer:      [['Curtiss Clayton']]
Predicted Ans:    Curtiss Clayton
Predicted Path:   Rick --[directed_by]--> Curtiss Clayton --[(INV) directed_by]--> Rick --[directed_by]--> Curtiss Clayton
Path (Raw):       Rick --[directed_by]--> Curtiss Clayton --[(INV) directed_by]--> Rick --[directed_by]--> Curtiss Clayton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed a simple wish
Start Entity:     A Simple Wish
Gold Answer:      [['Jerry Belson', 'James Salter', 'Gregory McDonald', 'Leon Capetanos', 'Tom Jones', 'Albert Brooks', 'Harvey Schmidt', 'Peter Benchley', 'Dan Jenkins', 'Walter Bernstein', 'Bill Lancaster', 'Bette Midler', 'Jeffrey Kramer', 'Jeremy Larner', 'Mickey Rose', 'Robert Dillon', 'Andrew Bergman']]
Predicted Ans:    Walter Bernstein
Predicted Path:   A Simple Wish --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[written_by]--> Walter Bernstein
Path (Raw):       A Simple Wish --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[written_by]--> Walter Bernstein
Neg LogProb(↓):   0.134882
Path Entropy(↓):  0.657414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by gerard jugnot were directed by who
Start Entity:     Gérard Jugnot
Gold Answer:      [['Christophe Barratier']]
Predicted Ans:    Christophe Barratier
Predicted Path:   Gérard Jugnot --[(INV) starred_actors]--> The Chorus --[directed_by]--> Christophe Barratier
Path (Raw):       Gérard Jugnot --[No Operation]--> Gérard Jugnot --[(INV) starred_actors]--> The Chorus --[directed_by]--> Christophe Barratier
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does nic campos star in
Start Entity:     Nic Campos
Gold Answer:      [['Darkest Night']]
Predicted Ans:    Darkest Night
Predicted Path:   Nic Campos --[(INV) starred_actors]--> Darkest Night --[starred_actors]--> Anne Gauthier --[(INV) starred_actors]--> Darkest Night
Path (Raw):       Nic Campos --[(INV) starred_actors]--> Darkest Night --[starred_actors]--> Anne Gauthier --[(INV) starred_actors]--> Darkest Night
Neg LogProb(↓):   0.359316
Path Entropy(↓):  0.686888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by monty banks
Start Entity:     Monty Banks
Gold Answer:      [['Man of the Moment']]
Predicted Ans:    Man of the Moment
Predicted Path:   Monty Banks --[(INV) directed_by]--> Man of the Moment --[directed_by]--> Monty Banks --[(INV) directed_by]--> Man of the Moment
Path (Raw):       Monty Banks --[(INV) directed_by]--> Man of the Moment --[directed_by]--> Monty Banks --[(INV) directed_by]--> Man of the Moment
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does alan ormsby appear in
Start Entity:     Alan Ormsby
Gold Answer:      [["Children Shouldn't Play with Dead Things"]]
Predicted Ans:    Children Shouldn't Play with Dead Things
Predicted Path:   Alan Ormsby --[(INV) starred_actors]--> Children Shouldn't Play with Dead Things --[starred_actors]--> Alan Ormsby --[(INV) starred_actors]--> Children Shouldn't Play with Dead Things
Path (Raw):       Alan Ormsby --[(INV) starred_actors]--> Children Shouldn't Play with Dead Things --[starred_actors]--> Alan Ormsby --[(INV) starred_actors]--> Children Shouldn't Play with Dead Things
Neg LogProb(↓):   0.000091
Path Entropy(↓):  0.001037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with david caesar
Start Entity:     David Caesar
Gold Answer:      [['David Kendall']]
Predicted Ans:    David Caesar
Predicted Path:   David Caesar --[(INV) directed_by]--> Dirty Deeds --[directed_by]--> David Caesar
Path (Raw):       David Caesar --[No Operation]--> David Caesar --[(INV) directed_by]--> Dirty Deeds --[directed_by]--> David Caesar
Neg LogProb(↓):   0.005575
Path Entropy(↓):  0.034414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the movie diner
Start Entity:     Diner
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Diner --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Path (Raw):       Diner --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   1.676383
Path Entropy(↓):  3.370984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the city of lost children
Start Entity:     The City of Lost Children
Gold Answer:      [['Dominique Pinon']]
Predicted Ans:    Ron Perlman
Predicted Path:   The City of Lost Children --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Path (Raw):       The City of Lost Children --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Neg LogProb(↓):   0.026309
Path Entropy(↓):  0.124847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed meet the parents
Start Entity:     Meet the Parents
Gold Answer:      [['Jay Roach']]
Predicted Ans:    Jay Roach
Predicted Path:   Meet the Parents --[directed_by]--> Jay Roach --[(INV) directed_by]--> Mystery, Alaska --[directed_by]--> Jay Roach
Path (Raw):       Meet the Parents --[directed_by]--> Jay Roach --[(INV) directed_by]--> Mystery, Alaska --[directed_by]--> Jay Roach
Neg LogProb(↓):   0.449004
Path Entropy(↓):  0.952355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by jay dratler
Start Entity:     Jay Dratler
Gold Answer:      [['Lizabeth Scott', 'Charles Coburn', 'Michèle Morgan', 'Victor Moore', 'Fred Allen', 'Dick Powell', 'Gene Tierney', 'Dana Andrews', 'Jane Wyatt', 'Ella Raines', 'Frank Sinatra', 'Brian Donlevy', 'Ginger Rogers', 'Jack Haley', 'Clifton Webb', 'Marilyn Monroe', 'Raymond Burr', 'Vincent Price']]
Predicted Ans:    Dick Powell
Predicted Path:   Jay Dratler --[(INV) written_by]--> Pitfall --[starred_actors]--> Dick Powell
Path (Raw):       Jay Dratler --[No Operation]--> Jay Dratler --[(INV) written_by]--> Pitfall --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.023063
Path Entropy(↓):  0.109888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in mission to mars
Start Entity:     Mission to Mars
Gold Answer:      [['French', 'Persian', 'Icelandic', 'English', 'Danish', 'Japanese', 'Russian']]
Predicted Ans:    Persian
Predicted Path:   Mission to Mars --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       Mission to Mars --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.131016
Path Entropy(↓):  0.475113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of wayne allan rice written films
Start Entity:     Wayne Allan Rice
Gold Answer:      [['Randall Miller']]
Predicted Ans:    Randall Miller
Predicted Path:   Wayne Allan Rice --[(INV) written_by]--> Class Act --[directed_by]--> Randall Miller
Path (Raw):       Wayne Allan Rice --[No Operation]--> Wayne Allan Rice --[(INV) written_by]--> Class Act --[directed_by]--> Randall Miller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by mikael hafstrom starred who
Start Entity:     Mikael Håfström
Gold Answer:      [['Henrik Lundström', 'Andreas Wilson', 'Gustaf Skarsgård']]
Predicted Ans:    John Cusack
Predicted Path:   Mikael Håfström --[(INV) directed_by]--> 1408 --[starred_actors]--> John Cusack
Path (Raw):       Mikael Håfström --[No Operation]--> Mikael Håfström --[(INV) directed_by]--> 1408 --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.401844
Path Entropy(↓):  0.841329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did joseph conrad write
Start Entity:     Joseph Conrad
Gold Answer:      [['The Secret Agent', 'Gabrielle', 'Sabotage', 'Lord Jim', 'Amy Foster', 'Outcast of the Islands', 'Victory', 'The Duellists']]
Predicted Ans:    Outcast of the Islands
Predicted Path:   Joseph Conrad --[(INV) written_by]--> Outcast of the Islands --[written_by]--> Joseph Conrad --[(INV) written_by]--> Outcast of the Islands
Path (Raw):       Joseph Conrad --[(INV) written_by]--> Outcast of the Islands --[written_by]--> Joseph Conrad --[(INV) written_by]--> Outcast of the Islands
Neg LogProb(↓):   0.548211
Path Entropy(↓):  1.702062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed unconquered
Start Entity:     Unconquered
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Unconquered --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Unconquered --[has_genre]--> Adventure
Path (Raw):       Unconquered --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Unconquered --[has_genre]--> Adventure
Neg LogProb(↓):   0.603874
Path Entropy(↓):  1.000227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film rebecca of sunnybrook farm released
Start Entity:     Rebecca of Sunnybrook Farm
Gold Answer:      [['1938']]
Predicted Ans:    1938
Predicted Path:   Rebecca of Sunnybrook Farm --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Path (Raw):       Rebecca of Sunnybrook Farm --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Neg LogProb(↓):   1.205564
Path Entropy(↓):  2.675853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor robert hossein co - starred with who
Start Entity:     Robert Hossein
Gold Answer:      [['Omar Sharif', 'Dyan Cannon']]
Predicted Ans:    Omar Sharif
Predicted Path:   Robert Hossein --[(INV) starred_actors]--> The Burglars --[starred_actors]--> Omar Sharif
Path (Raw):       Robert Hossein --[No Operation]--> Robert Hossein --[(INV) starred_actors]--> The Burglars --[starred_actors]--> Omar Sharif
Neg LogProb(↓):   0.000165
Path Entropy(↓):  0.001659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by not as a stranger actors
Start Entity:     Not as a Stranger
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Not as a Stranger --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Path (Raw):       Not as a Stranger --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Neg LogProb(↓):   0.595680
Path Entropy(↓):  1.776840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jason london acted films
Start Entity:     Jason London
Gold Answer:      [['1998', '1999', '1993']]
Predicted Ans:    1993
Predicted Path:   Jason London --[(INV) starred_actors]--> Dazed and Confused --[release_year]--> 1993
Path (Raw):       Jason London --[No Operation]--> Jason London --[(INV) starred_actors]--> Dazed and Confused --[release_year]--> 1993
Neg LogProb(↓):   0.226371
Path Entropy(↓):  0.601639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by laurence olivier
Start Entity:     Laurence Olivier
Gold Answer:      [['Drama', 'History', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Laurence Olivier --[(INV) directed_by]--> Hamlet --[has_genre]--> Drama
Path (Raw):       Laurence Olivier --[No Operation]--> Laurence Olivier --[(INV) directed_by]--> Hamlet --[has_genre]--> Drama
Neg LogProb(↓):   2.198068
Path Entropy(↓):  2.204670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of it came from outer space
Start Entity:     It Came from Outer Space
Gold Answer:      [['Richard Matheson', 'Martin Berkeley', 'Robert M. Fresco', 'Hal Kanter', 'Jack Arnold', 'Leonard Wibberley', 'Frank Telford', 'John McGreevey', 'Stanley Mann', 'Valentine Davies', 'Vera Caspary', 'Ivan Tors', 'Roger MacDougall']]
Predicted Ans:    Richard Matheson
Predicted Path:   It Came from Outer Space --[directed_by]--> Jack Arnold --[(INV) directed_by]--> The Incredible Shrinking Man --[written_by]--> Richard Matheson
Path (Raw):       It Came from Outer Space --[directed_by]--> Jack Arnold --[(INV) directed_by]--> The Incredible Shrinking Man --[written_by]--> Richard Matheson
Neg LogProb(↓):   0.869688
Path Entropy(↓):  1.387781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of simon bird acted films
Start Entity:     Simon Bird
Gold Answer:      [['Iain Morris', 'Damon Beesley', 'Ben Palmer']]
Predicted Ans:    Damon Beesley
Predicted Path:   Simon Bird --[(INV) starred_actors]--> The Inbetweeners 2 --[directed_by]--> Damon Beesley
Path (Raw):       Simon Bird --[No Operation]--> Simon Bird --[(INV) starred_actors]--> The Inbetweeners 2 --[directed_by]--> Damon Beesley
Neg LogProb(↓):   0.096084
Path Entropy(↓):  0.307838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by gary trousdale
Start Entity:     Gary Trousdale
Gold Answer:      [['Short', 'Drama', 'Fantasy', 'Animation', 'Horror']]
Predicted Ans:    Fantasy
Predicted Path:   Gary Trousdale --[(INV) directed_by]--> Beauty and the Beast --[has_genre]--> Fantasy
Path (Raw):       Gary Trousdale --[No Operation]--> Gary Trousdale --[(INV) directed_by]--> Beauty and the Beast --[has_genre]--> Fantasy
Neg LogProb(↓):   1.580272
Path Entropy(↓):  1.644008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with jane austen in manhattan fall under
Start Entity:     Jane Austen in Manhattan
Gold Answer:      [['Drama', 'War', 'Fantasy']]
Predicted Ans:    War
Predicted Path:   Jane Austen in Manhattan --[starred_actors]--> Anne Baxter --[(INV) starred_actors]--> The North Star --[has_genre]--> War
Path (Raw):       Jane Austen in Manhattan --[starred_actors]--> Anne Baxter --[(INV) starred_actors]--> The North Star --[has_genre]--> War
Neg LogProb(↓):   0.397260
Path Entropy(↓):  0.770115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by beatrix christian released
Start Entity:     Beatrix Christian
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Beatrix Christian --[(INV) written_by]--> Jindabyne --[release_year]--> 2006
Path (Raw):       Beatrix Christian --[No Operation]--> Beatrix Christian --[(INV) written_by]--> Jindabyne --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the babes in toyland director release
Start Entity:     Babes in Toyland
Gold Answer:      [['1966', '1950']]
Predicted Ans:    1966
Predicted Path:   Babes in Toyland --[directed_by]--> Jack Donohue --[(INV) directed_by]--> Assault on a Queen --[release_year]--> 1966
Path (Raw):       Babes in Toyland --[directed_by]--> Jack Donohue --[(INV) directed_by]--> Assault on a Queen --[release_year]--> 1966
Neg LogProb(↓):   0.220798
Path Entropy(↓):  0.649618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film son of lassie were in which genres
Start Entity:     Son of Lassie
Gold Answer:      [['Family', 'Sport', 'Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Son of Lassie --[starred_actors]--> Donald Crisp --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Path (Raw):       Son of Lassie --[starred_actors]--> Donald Crisp --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.102093
Path Entropy(↓):  0.443643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the wife
Start Entity:     The Wife
Gold Answer:      [['Ti West']]
Predicted Ans:    Ti West
Predicted Path:   The Wife --[starred_actors]--> Tom Noonan --[(INV) starred_actors]--> The House of the Devil --[written_by]--> Ti West
Path (Raw):       The Wife --[starred_actors]--> Tom Noonan --[(INV) starred_actors]--> The House of the Devil --[written_by]--> Ti West
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe jesse james
Start Entity:     Jesse James
Gold Answer:      [['henry king']]
Predicted Ans:    henry king
Predicted Path:   Jesse James --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Path (Raw):       Jesse James --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Neg LogProb(↓):   0.002487
Path Entropy(↓):  0.018540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie in the name of the father are written by who
Start Entity:     In the Name of the Father
Gold Answer:      [['Joel Hopkins', 'Mike Nichols', 'Kelly Marcel', 'Sue Smith', 'Christianna Brand', 'Brenda Chapman', 'Mark Andrews', 'Steve Purcell', 'Irene Mecchi', 'Emma Thompson', 'Alan Rickman', 'Margaret Edson', 'Richard Curtis', 'Sebastian Gutierrez', 'J.T. Tepnapa', 'Carlos Pedraza', 'Joe Klein', 'Kazuo Ishiguro', 'Ruth Prawer Jhabvala']]
Predicted Ans:    Richard Curtis
Predicted Path:   In the Name of the Father --[starred_actors]--> Emma Thompson --[(INV) starred_actors]--> The Tall Guy --[written_by]--> Richard Curtis
Path (Raw):       In the Name of the Father --[starred_actors]--> Emma Thompson --[(INV) starred_actors]--> The Tall Guy --[written_by]--> Richard Curtis
Neg LogProb(↓):   0.691500
Path Entropy(↓):  1.178665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by michael chapman
Start Entity:     Michael Chapman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Michael Chapman --[(INV) directed_by]--> All the Right Moves --[has_genre]--> Drama
Path (Raw):       Michael Chapman --[No Operation]--> Michael Chapman --[(INV) directed_by]--> All the Right Moves --[has_genre]--> Drama
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Miriam makeba appears in which movies
Start Entity:     Miriam Makeba
Gold Answer:      [['Sarafina!']]
Predicted Ans:    Theodore Rex
Predicted Path:   Miriam Makeba --[(INV) starred_actors]--> Sarafina! --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Theodore Rex
Path (Raw):       Miriam Makeba --[(INV) starred_actors]--> Sarafina! --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Theodore Rex
Neg LogProb(↓):   0.034902
Path Entropy(↓):  0.160485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by riki takeuchi
Start Entity:     Riki Takeuchi
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Riki Takeuchi --[(INV) starred_actors]--> Dead or Alive --[release_year]--> 1999
Path (Raw):       Riki Takeuchi --[No Operation]--> Riki Takeuchi --[(INV) starred_actors]--> Dead or Alive --[release_year]--> 1999
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of tsotsi
Start Entity:     Tsotsi
Gold Answer:      [['Gavin Hood']]
Predicted Ans:    Gavin Hood
Predicted Path:   Tsotsi --[written_by]--> Gavin Hood --[(INV) written_by]--> Ender's Game --[directed_by]--> Gavin Hood
Path (Raw):       Tsotsi --[written_by]--> Gavin Hood --[(INV) written_by]--> Ender's Game --[directed_by]--> Gavin Hood
Neg LogProb(↓):   0.000347
Path Entropy(↓):  0.003111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by lucinda jenney were directed by who
Start Entity:     Lucinda Jenney
Gold Answer:      [['Tom Holland']]
Predicted Ans:    Tom Holland
Predicted Path:   Lucinda Jenney --[(INV) starred_actors]--> Thinner --[directed_by]--> Tom Holland
Path (Raw):       Lucinda Jenney --[No Operation]--> Lucinda Jenney --[(INV) starred_actors]--> Thinner --[directed_by]--> Tom Holland
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of friendly persuasion
Start Entity:     Friendly Persuasion
Gold Answer:      [['W. Somerset Maugham', 'Abem Finkel', 'Lew Wallace', 'Jane Murfin', 'Stanley Mann', 'Augustus Goetz', 'Elmer Rice', 'John Huston', 'Donald Hamilton', 'Clements Ripley', 'Arthur Kober', 'Ian McLellan Hunter', 'Dorothy Parker', 'Alan Campbell', 'Theodore Dreiser', 'Jesse Hill Ford', 'MacKinlay Kantor', 'Preston Sturges', 'John Fowles', 'Jo Swerling', 'Niven Busch', 'Stuart N. Lake', 'Robert Wyler', 'Sidney Kingsley', 'Sinclair Lewis', 'Jane Hinton', 'Andrea Arnold', 'Lawrence D. Cohen', 'Olivia Hetreed', 'Isobel Lennart', 'Stirling Silliphant', 'Annie DeYoung', 'Max Enscoe', 'Jan Struther', 'Owen Davis', 'Edna Ferber', 'Jay Anania', 'Philip Yordan', 'John Kohn', 'John Michael Hayes', 'Ferenc Molnár', 'John Dighton', 'Dalton Trumbo', 'Lillian Hellman', 'Patrick Melton', 'Marcus Dunstan', 'Sidney Howard', 'Joseph Hayes', 'Garrett Fort', 'Karl Tunberg', 'Stephen King', 'Jules Furthman', 'Ben Hecht', 'Charles MacArthur', 'Emily Brontë', 'Henry James']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Friendly Persuasion --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday --[written_by]--> Dalton Trumbo
Path (Raw):       Friendly Persuasion --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   1.375646
Path Entropy(↓):  2.238778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by kornel mundruczo release
Start Entity:     Kornél Mundruczó
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Kornél Mundruczó --[(INV) written_by]--> White God --[release_year]--> 2014
Path (Raw):       Kornél Mundruczó --[No Operation]--> Kornél Mundruczó --[(INV) written_by]--> White God --[release_year]--> 2014
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does chief dan george appear in
Start Entity:     Chief Dan George
Gold Answer:      [['Little Big Man', 'Americathon', 'The Outlaw Josey Wales']]
Predicted Ans:    The Outlaw Josey Wales
Predicted Path:   Chief Dan George --[(INV) starred_actors]--> The Outlaw Josey Wales --[written_by]--> Sonia Chernus --[(INV) written_by]--> The Outlaw Josey Wales
Path (Raw):       Chief Dan George --[(INV) starred_actors]--> The Outlaw Josey Wales --[written_by]--> Sonia Chernus --[(INV) written_by]--> The Outlaw Josey Wales
Neg LogProb(↓):   0.044278
Path Entropy(↓):  0.205681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film v for vendetta
Start Entity:     V for Vendetta
Gold Answer:      [['Edward Dmytryk', 'Peter Hyams', 'Stuart Gordon', 'Mike Nichols', 'Ivan Reitman', 'Stavros Kazantzidis', 'Wes Anderson', 'John Madden', 'Mateo Gil', 'Kenneth Branagh', 'Evan Goldberg', 'Don Roos', 'Jocelyn Moorhouse', 'Zach Helm', 'John Boorman', 'Susanne Bier', 'Ernst Lubitsch', 'Stephan Elliott', 'Neil Jordan', "Robert Vincent O'Neill", 'Amos Gitai', 'Audrey Wells', 'Darren Aronofsky', 'Natalie Portman', 'Seth Rogen', 'Craig Monahan', 'Glendyn Ivin', 'Jim Sheridan', 'Matt Williams', 'Nick Cassavetes', 'David Gordon Green']]
Predicted Ans:    Glendyn Ivin
Predicted Path:   V for Vendetta --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> Last Ride --[directed_by]--> Glendyn Ivin
Path (Raw):       V for Vendetta --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> Last Ride --[directed_by]--> Glendyn Ivin
Neg LogProb(↓):   1.212284
Path Entropy(↓):  1.709795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie muppet treasure island starred who
Start Entity:     Muppet Treasure Island
Gold Answer:      [['Billy Connolly', 'Jennifer Saunders', 'Kevin Bishop', 'Tim Curry']]
Predicted Ans:    Kevin Bishop
Predicted Path:   Muppet Treasure Island --[starred_actors]--> Kevin Bishop --[(INV) starred_actors]--> Muppet Treasure Island --[starred_actors]--> Kevin Bishop
Path (Raw):       Muppet Treasure Island --[starred_actors]--> Kevin Bishop --[(INV) starred_actors]--> Muppet Treasure Island --[starred_actors]--> Kevin Bishop
Neg LogProb(↓):   0.743384
Path Entropy(↓):  1.379914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with james lamont
Start Entity:     James Lamont
Gold Answer:      [['Jon Foster', 'Harry Hill']]
Predicted Ans:    James Lamont
Predicted Path:   James Lamont --[(INV) written_by]--> The Harry Hill Movie --[written_by]--> James Lamont
Path (Raw):       James Lamont --[No Operation]--> James Lamont --[(INV) written_by]--> The Harry Hill Movie --[written_by]--> James Lamont
Neg LogProb(↓):   0.028231
Path Entropy(↓):  0.131937
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same actor of my big fat greek wedding
Start Entity:     My Big Fat Greek Wedding
Gold Answer:      [['Connie and Carla', "I Hate Valentine's Day", 'My Life in Ruins']]
Predicted Ans:    I Hate Valentine's Day
Predicted Path:   My Big Fat Greek Wedding --[starred_actors]--> Nia Vardalos --[(INV) starred_actors]--> I Hate Valentine's Day
Path (Raw):       My Big Fat Greek Wedding --[starred_actors]--> Nia Vardalos --[No Operation]--> Nia Vardalos --[(INV) starred_actors]--> I Hate Valentine's Day
Neg LogProb(↓):   0.192769
Path Entropy(↓):  0.503998
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the giant spider invasion
Start Entity:     The Giant Spider Invasion
Gold Answer:      [['The Far Horizons', '7th Cavalry', 'Desperate', 'The Boy with Green Hair']]
Predicted Ans:    7th Cavalry
Predicted Path:   The Giant Spider Invasion --[starred_actors]--> Barbara Hale --[(INV) starred_actors]--> 7th Cavalry
Path (Raw):       The Giant Spider Invasion --[starred_actors]--> Barbara Hale --[No Operation]--> Barbara Hale --[(INV) starred_actors]--> 7th Cavalry
Neg LogProb(↓):   0.261522
Path Entropy(↓):  0.569201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by william mesa in
Start Entity:     William Mesa
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   William Mesa --[(INV) directed_by]--> DNA --[has_genre]--> Action
Path (Raw):       William Mesa --[No Operation]--> William Mesa --[(INV) directed_by]--> DNA --[has_genre]--> Action
Neg LogProb(↓):   0.000335
Path Entropy(↓):  0.003013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the holcroft covenant
Start Entity:     The Holcroft Covenant
Gold Answer:      [['Michael Caine']]
Predicted Ans:    John Hurt
Predicted Path:   The Holcroft Covenant --[written_by]--> Robert Ludlum --[(INV) written_by]--> The Osterman Weekend --[starred_actors]--> John Hurt
Path (Raw):       The Holcroft Covenant --[written_by]--> Robert Ludlum --[(INV) written_by]--> The Osterman Weekend --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.794741
Path Entropy(↓):  1.578267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with me and orson welles fall under
Start Entity:     Me and Orson Welles
Gold Answer:      [['Drama', 'Thriller', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Me and Orson Welles --[starred_actors]--> Zac Efron --[(INV) starred_actors]--> That Awkward Moment --[has_genre]--> Comedy
Path (Raw):       Me and Orson Welles --[starred_actors]--> Zac Efron --[(INV) starred_actors]--> That Awkward Moment --[has_genre]--> Comedy
Neg LogProb(↓):   0.512571
Path Entropy(↓):  1.052521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by fantastic voyage actors
Start Entity:     Fantastic Voyage
Gold Answer:      [['Lew Wallace', 'Edward Dmytryk', 'Charles Edward Pogue', 'Bram Stoker', 'George Orwell', 'Aleksandr Gordon', 'Ernest Hemingway', 'Evan Jones', 'Kenneth Cook', 'Larry Forrester', 'Tom Gries', 'Hamilton Deane', 'Michael Sarne', 'Harlan Ellison', 'Charles Perrault', 'Frank Tashlin', 'Andrei Tarkovsky', 'Theodore V. Olsen', 'Leigh Vance', 'Clive Egleton', 'Rob Zombie', 'Charles Williams', 'Sidney Sheldon', 'Gore Vidal', 'Hubert Cornfield', 'Robert MacLeod', 'George Lucas', 'Ben Barzman', 'Catherine Breillat', 'Basilio Franchina', 'Richard H. Landau', 'Robb White', 'Russell Rouse', 'Clarence Greene', 'John Carpenter', 'John Gay', 'Philip Yordan', 'Debra Hill', 'Marvin H. Albert', 'Anthony Veiller', 'Augusto Caminito', 'Claude Zidi', 'Walter Murch', 'John L. Balderston', 'Walter Wager', "Louis L'Amour", 'Paul Dehn', 'Joseph Kessel', 'James Hadley Chase', 'William Klein', 'Hans Hellmut Kirst', 'David Worth', 'Richard Sale', 'Karl Tunberg', 'Joseph Moncure March', 'Evan Hunter', 'Mann Rubin', 'Rona Jaffe', 'Joseph L. Mankiewicz', 'Herbert Baker', 'Ivan Goff', 'Ben Roberts', 'Virginia Kellogg', 'Burt Kennedy']]
Predicted Ans:    John Carpenter
Predicted Path:   Fantastic Voyage --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Halloween --[written_by]--> John Carpenter
Path (Raw):       Fantastic Voyage --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Halloween --[written_by]--> John Carpenter
Neg LogProb(↓):   1.132354
Path Entropy(↓):  1.906543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jessica hausner was the director of which films
Start Entity:     Jessica Hausner
Gold Answer:      [['Lourdes']]
Predicted Ans:    Lourdes
Predicted Path:   Jessica Hausner --[(INV) directed_by]--> Lourdes --[directed_by]--> Jessica Hausner --[(INV) directed_by]--> Lourdes
Path (Raw):       Jessica Hausner --[(INV) directed_by]--> Lourdes --[directed_by]--> Jessica Hausner --[(INV) directed_by]--> Lourdes
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000244
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by helen slater
Start Entity:     Helen Slater
Gold Answer:      [['Jerry Zucker', 'Jeannot Szwarc', 'David Zucker', 'Jim Abrahams']]
Predicted Ans:    Jeannot Szwarc
Predicted Path:   Helen Slater --[(INV) starred_actors]--> Supergirl --[directed_by]--> Jeannot Szwarc
Path (Raw):       Helen Slater --[No Operation]--> Helen Slater --[(INV) starred_actors]--> Supergirl --[directed_by]--> Jeannot Szwarc
Neg LogProb(↓):   0.065255
Path Entropy(↓):  0.252995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by licia maglietta
Start Entity:     Licia Maglietta
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Licia Maglietta --[(INV) starred_actors]--> Bread and Tulips --[release_year]--> 2000
Path (Raw):       Licia Maglietta --[No Operation]--> Licia Maglietta --[(INV) starred_actors]--> Bread and Tulips --[release_year]--> 2000
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in camilla belle acted films
Start Entity:     Camilla Belle
Gold Answer:      [['Vietnamese', 'English']]
Predicted Ans:    Vietnamese
Predicted Path:   Camilla Belle --[(INV) starred_actors]--> Adrift --[in_language]--> Vietnamese
Path (Raw):       Camilla Belle --[No Operation]--> Camilla Belle --[(INV) starred_actors]--> Adrift --[in_language]--> Vietnamese
Neg LogProb(↓):   0.000456
Path Entropy(↓):  0.004056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie the howling
Start Entity:     The Howling
Gold Answer:      [['John Sayles', 'Terence H. Winkless', 'Gary Brandner']]
Predicted Ans:    Gary Brandner
Predicted Path:   The Howling --[written_by]--> Gary Brandner --[(INV) written_by]--> The Howling --[written_by]--> Gary Brandner
Path (Raw):       The Howling --[written_by]--> Gary Brandner --[(INV) written_by]--> The Howling --[written_by]--> Gary Brandner
Neg LogProb(↓):   0.838089
Path Entropy(↓):  1.453868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the ox - bow incident were released in which years
Start Entity:     The Ox-Bow Incident
Gold Answer:      [['1976', '1934', '1939', '1948', '1966', '1972', '1954', '1951', '1942', '1927', '1932', '1947', '1935', '1937', '1956', '1931', '1943']]
Predicted Ans:    1932
Predicted Path:   The Ox-Bow Incident --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[release_year]--> 1932
Path (Raw):       The Ox-Bow Incident --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[release_year]--> 1932
Neg LogProb(↓):   0.338452
Path Entropy(↓):  1.092226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the crimson kimono
Start Entity:     The Crimson Kimono
Gold Answer:      [['The Big Red One', 'Underworld U.S.A.', 'The Steel Helmet', 'The Baron of Arizona', 'Fixed Bayonets!', 'Shock Corridor', 'Verboten!', 'The Naked Kiss', 'Scandal Sheet', 'House of Bamboo', 'Run of the Arrow', "Merrill's Marauders", 'White Dog', 'Pickup on South Street', 'The Deadly Trackers', 'I Shot Jesse James', 'Park Row', 'Forty Guns']]
Predicted Ans:    The Deadly Trackers
Predicted Path:   The Crimson Kimono --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Deadly Trackers
Path (Raw):       The Crimson Kimono --[No Operation]--> The Crimson Kimono --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Deadly Trackers
Neg LogProb(↓):   0.331551
Path Entropy(↓):  0.945530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie the box
Start Entity:     The Box
Gold Answer:      [['A.J. Kparr']]
Predicted Ans:    Richard Kelly
Predicted Path:   The Box --[written_by]--> A.J. Kparr --[(INV) written_by]--> The Box --[written_by]--> Richard Kelly
Path (Raw):       The Box --[written_by]--> A.J. Kparr --[(INV) written_by]--> The Box --[written_by]--> Richard Kelly
Neg LogProb(↓):   0.715225
Path Entropy(↓):  1.601345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was steven wright a writer on
Start Entity:     Steven Wright
Gold Answer:      [['The Appointments of Dennis Jennings']]
Predicted Ans:    The Appointments of Dennis Jennings
Predicted Path:   Steven Wright --[(INV) written_by]--> The Appointments of Dennis Jennings --[written_by]--> Steven Wright --[(INV) written_by]--> The Appointments of Dennis Jennings
Path (Raw):       Steven Wright --[(INV) written_by]--> The Appointments of Dennis Jennings --[written_by]--> Steven Wright --[(INV) written_by]--> The Appointments of Dennis Jennings
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film four friends are written by who
Start Entity:     Four Friends
Gold Answer:      [['Tim Hunter', 'Brian De Palma', 'Charles S. Haas']]
Predicted Ans:    Tim Hunter
Predicted Path:   Four Friends --[starred_actors]--> Jim Metzler --[(INV) starred_actors]--> Tex --[written_by]--> Tim Hunter
Path (Raw):       Four Friends --[starred_actors]--> Jim Metzler --[(INV) starred_actors]--> Tex --[written_by]--> Tim Hunter
Neg LogProb(↓):   0.418892
Path Entropy(↓):  0.736918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by walter abel
Start Entity:     Walter Abel
Gold Answer:      [['Fritz Lang', 'David Ayer', 'Elizabeth von Arnim', 'Norman Krasna', 'Bartlett Cormack']]
Predicted Ans:    Elizabeth von Arnim
Predicted Path:   Walter Abel --[(INV) starred_actors]--> Mr. Skeffington --[written_by]--> Elizabeth von Arnim
Path (Raw):       Walter Abel --[No Operation]--> Walter Abel --[(INV) starred_actors]--> Mr. Skeffington --[written_by]--> Elizabeth von Arnim
Neg LogProb(↓):   0.069677
Path Entropy(↓):  0.246637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by frances sternhagen
Start Entity:     Frances Sternhagen
Gold Answer:      [['Rob Reiner', 'Peter Hyams']]
Predicted Ans:    Rob Reiner
Predicted Path:   Frances Sternhagen --[(INV) starred_actors]--> Misery --[directed_by]--> Rob Reiner
Path (Raw):       Frances Sternhagen --[No Operation]--> Frances Sternhagen --[(INV) starred_actors]--> Misery --[directed_by]--> Rob Reiner
Neg LogProb(↓):   0.020546
Path Entropy(↓):  0.102388
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by jason segel
Start Entity:     Jason Segel
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jason Segel --[(INV) written_by]--> The Five-Year Engagement --[has_genre]--> Comedy
Path (Raw):       Jason Segel --[No Operation]--> Jason Segel --[(INV) written_by]--> The Five-Year Engagement --[has_genre]--> Comedy
Neg LogProb(↓):   0.682002
Path Entropy(↓):  1.020164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film gangster squad
Start Entity:     Gangster Squad
Gold Answer:      [['emma stone', 'sean penn', 'josh brolin', 'ryan gosling', 'action', 'ruben fleischer']]
Predicted Ans:    josh brolin
Predicted Path:   Gangster Squad --[has_tags]--> josh brolin --[(INV) has_tags]--> Gangster Squad --[has_tags]--> josh brolin
Path (Raw):       Gangster Squad --[has_tags]--> josh brolin --[(INV) has_tags]--> Gangster Squad --[has_tags]--> josh brolin
Neg LogProb(↓):   0.007296
Path Entropy(↓):  0.049964
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by mafioso actors
Start Entity:     Mafioso
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mafioso --[starred_actors]--> Alberto Sordi --[(INV) starred_actors]--> The White Sheik --[has_genre]--> Comedy
Path (Raw):       Mafioso --[starred_actors]--> Alberto Sordi --[(INV) starred_actors]--> The White Sheik --[has_genre]--> Comedy
Neg LogProb(↓):   0.000365
Path Entropy(↓):  0.003449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie last life in the universe were released in which years
Start Entity:     Last Life in the Universe
Gold Answer:      [['1995', '2009', '2001', '2003', '2005', '2004', '2006']]
Predicted Ans:    1995
Predicted Path:   Last Life in the Universe --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Maborosi --[release_year]--> 1995
Path (Raw):       Last Life in the Universe --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Maborosi --[release_year]--> 1995
Neg LogProb(↓):   0.288582
Path Entropy(↓):  0.657675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by joan lorring
Start Entity:     Joan Lorring
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Joan Lorring --[(INV) starred_actors]--> The Verdict --[has_genre]--> Drama
Path (Raw):       Joan Lorring --[No Operation]--> Joan Lorring --[(INV) starred_actors]--> The Verdict --[has_genre]--> Drama
Neg LogProb(↓):   0.978012
Path Entropy(↓):  1.253172
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in jabberwocky
Start Entity:     Jabberwocky
Gold Answer:      [['Michael Palin']]
Predicted Ans:    Michael Palin
Predicted Path:   Jabberwocky --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> The Missionary --[starred_actors]--> Michael Palin
Path (Raw):       Jabberwocky --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> The Missionary --[starred_actors]--> Michael Palin
Neg LogProb(↓):   0.004002
Path Entropy(↓):  0.029281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of backlash
Start Entity:     Backlash
Gold Answer:      [['Richard Attenborough', 'Diana Muldaur', 'Yul Brynner', 'Angela Lansbury', 'Maurice Evans', 'Ethel Barrymore', 'Eddie Albert', 'Ernest Borgnine', 'Clint Eastwood', 'Basil Rathbone', 'Patrick McGoohan', 'Louis Calhern', 'Gregory Peck', 'Bruce Bennett', 'Michael Caine', 'Anthony Quinn', 'Barbara Stanwyck', 'David Janssen', 'Ann Harding', 'Jim Hutton', 'Eduard Franz', 'Philip Ober', 'George Maharis', 'James Garner', 'Jason Robards', 'James Franciscus', 'Elsa Lanchester', 'Robert Ryan', 'John Wayne', 'Earl Holliman', 'Richard Crenna', 'Robert Duvall', 'Ricardo Montalban', 'Carolyn Jones', 'Ralph Meeker', 'Lee Remick', 'Burt Lancaster', 'Kirk Douglas', 'Donald Sutherland', 'Charles Bronson', 'Eli Wallach', 'Dean Jagger', 'Anne Francis', 'Barry Sullivan', 'Aline MacMahon', 'Colleen Dewhurst', 'Rock Hudson', 'Spencer Tracy', 'Steve McQueen', 'Keenan Wynn', 'Jim Brown', 'Jenny Agutter']]
Predicted Ans:    Robert Ryan
Predicted Path:   Backlash --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[starred_actors]--> Robert Ryan
Path (Raw):       Backlash --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.397002
Path Entropy(↓):  1.120712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by gary shore
Start Entity:     Gary Shore
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Gary Shore --[(INV) directed_by]--> Dracula Untold --[has_genre]--> Action
Path (Raw):       Gary Shore --[No Operation]--> Gary Shore --[(INV) directed_by]--> Dracula Untold --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film a world without thieves are written by who
Start Entity:     A World Without Thieves
Gold Answer:      [['Alan Mak', 'Gerald Ayres', 'Cathy Yuspa', 'Josh Goldsmith', 'Diane Drake', 'John Van Druten', 'Alex Law']]
Predicted Ans:    Diane Drake
Predicted Path:   A World Without Thieves --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Path (Raw):       A World Without Thieves --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Neg LogProb(↓):   0.758391
Path Entropy(↓):  0.968879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about hitchcock
Start Entity:     hitchcock
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'Spellbound', 'The Man Who Knew Too Much', 'Notorious', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'The 39 Steps', 'Dial M for Murder', 'Strangers on a Train', 'Rear Window', 'I Confess', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'Marnie', 'Blackmail', 'The Trouble with Harry']]
Predicted Ans:    Torn Curtain
Predicted Path:   hitchcock --[(INV) has_tags]--> Torn Curtain --[has_tags]--> hitchcock --[(INV) has_tags]--> Torn Curtain
Path (Raw):       hitchcock --[(INV) has_tags]--> Torn Curtain --[has_tags]--> hitchcock --[(INV) has_tags]--> Torn Curtain
Neg LogProb(↓):   0.621853
Path Entropy(↓):  1.204107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by claes eriksson were in which genres
Start Entity:     Claes Eriksson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Claes Eriksson --[(INV) directed_by]--> Leif --[has_genre]--> Comedy
Path (Raw):       Claes Eriksson --[No Operation]--> Claes Eriksson --[(INV) directed_by]--> Leif --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by james young
Start Entity:     James Young
Gold Answer:      [['Lionel Barrymore']]
Predicted Ans:    Lionel Barrymore
Predicted Path:   James Young --[(INV) written_by]--> The Bells --[starred_actors]--> Lionel Barrymore
Path (Raw):       James Young --[No Operation]--> James Young --[(INV) written_by]--> The Bells --[starred_actors]--> Lionel Barrymore
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of olivia birkelund starred movies
Start Entity:     Olivia Birkelund
Gold Answer:      [['Shelley Miller', 'John Foster']]
Predicted Ans:    John Foster
Predicted Path:   Olivia Birkelund --[(INV) starred_actors]--> Letters from a Killer --[written_by]--> John Foster
Path (Raw):       Olivia Birkelund --[No Operation]--> Olivia Birkelund --[(INV) starred_actors]--> Letters from a Killer --[written_by]--> John Foster
Neg LogProb(↓):   0.251197
Path Entropy(↓):  0.529623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by richard wilson
Start Entity:     Richard Wilson
Gold Answer:      [['Documentary', 'Western']]
Predicted Ans:    Documentary
Predicted Path:   Richard Wilson --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Path (Raw):       Richard Wilson --[No Operation]--> Richard Wilson --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Neg LogProb(↓):   0.067279
Path Entropy(↓):  0.247278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by yona magalhaes
Start Entity:     Yoná Magalhães
Gold Answer:      [['Glauber Rocha']]
Predicted Ans:    Glauber Rocha
Predicted Path:   Yoná Magalhães --[(INV) starred_actors]--> Black God, White Devil --[written_by]--> Glauber Rocha
Path (Raw):       Yoná Magalhães --[No Operation]--> Yoná Magalhães --[(INV) starred_actors]--> Black God, White Devil --[written_by]--> Glauber Rocha
Neg LogProb(↓):   0.001031
Path Entropy(↓):  0.008114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the red violin
Start Entity:     The Red Violin
Gold Answer:      [['1993', '2007']]
Predicted Ans:    1993
Predicted Path:   The Red Violin --[directed_by]--> François Girard --[(INV) directed_by]--> Thirty Two Short Films About Glenn Gould --[release_year]--> 1993
Path (Raw):       The Red Violin --[directed_by]--> François Girard --[(INV) directed_by]--> Thirty Two Short Films About Glenn Gould --[release_year]--> 1993
Neg LogProb(↓):   0.070249
Path Entropy(↓):  0.292089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the singing nun
Start Entity:     The Singing Nun
Gold Answer:      [['Ray Milland', 'June Allyson', 'Leslie Nielsen', 'Steve Martin', 'Marlene Dietrich', 'Robert Keith', 'Walter Slezak', 'Josephine Hull', 'Hugh Marlowe', 'Cary Grant', 'James Stewart', 'Marlon Brando', 'Richard Todd', 'Celeste Holm', 'David Niven', 'Audrey Dalton', 'Robert Douglas', 'Jennifer Jones', 'Victor Mature', 'Dan Dailey', 'Charles Laughton', 'Kipp Hamilton', 'Viveca Lindfors', 'Barbara Bates', 'Jimmy Durante', 'Nan Grey', 'Helen Parrish', 'Audrey Meadows', 'Olivia de Havilland', 'Kathryn Grayson', 'Robert Stack', 'Robert Cummings', 'Carole Lombard', 'William Powell', 'Michael Rennie', 'Elsa Lanchester', 'Sandra Dee', 'Danny Kaye', 'Fabian', 'Stuart Whitman', 'Tom Tryon', 'Loretta Young', 'Peggy Wood', 'Richard Burton', 'Deanna Durbin', 'Ronald Squire', 'Rick Moranis', 'Jean Simmons', 'Betty Grable', 'Jean Peters', 'Jessie Royce Landis', 'Lauritz Melchior', 'Joan Cusack', 'Merle Oberon', "Maureen O'Hara", 'Harry Anderson', 'Leopold Stokowski']]
Predicted Ans:    Ray Milland
Predicted Path:   The Singing Nun --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls --[starred_actors]--> Ray Milland
Path (Raw):       The Singing Nun --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.554963
Path Entropy(↓):  1.192241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie a slipping - down life
Start Entity:     A Slipping-Down Life
Gold Answer:      [['Steve Martin', 'Barbara Wilson', 'Nelson Gidding', 'Joel Edgerton', 'Luc Besson', 'Nancy Savoca', 'Francine Prose', 'Jeffrey Nachmanoff', 'Warren Ellis', 'Drew Pearce', 'James Mather', 'Brian Helgeland', 'Christopher Nolan', 'Jonathan Nolan', 'Mary Harron', 'Robert Vernay', 'Alexandre Dumas père', 'Georges Neveux', 'David Michôd', 'Pauline Chan', 'Drake Doremus', 'Ben York Jones', 'David Duncan', 'Matthew Robbins', 'Stephan Elliott', 'Bob Gosse', 'Wendy Hammond', 'H.G. Wells', 'Ted Griffin', 'Mark Fergus', 'Nick Cave', 'James Ellroy', 'Matt Bondurant', 'Curtis Hanson', 'Shane Black', 'Scott Roberts', 'Guillermo del Toro', 'Shirley Jackson', 'Rowland V. Lee', 'Michael Petroni']]
Predicted Ans:    Rowland V. Lee
Predicted Path:   A Slipping-Down Life --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[written_by]--> Rowland V. Lee
Path (Raw):       A Slipping-Down Life --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[written_by]--> Rowland V. Lee
Neg LogProb(↓):   1.176016
Path Entropy(↓):  1.989598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jay russell starred which actors
Start Entity:     Jay Russell
Gold Answer:      [['Joaquin Phoenix', 'Ben Chaplin', 'John Travolta']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Jay Russell --[(INV) directed_by]--> Ladder 49 --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Jay Russell --[No Operation]--> Jay Russell --[(INV) directed_by]--> Ladder 49 --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.644726
Path Entropy(↓):  0.973824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with deborah winters
Start Entity:     Deborah Winters
Gold Answer:      [['Charles Aidman', 'Zalman King', 'Felicia Farr', 'Walter Matthau']]
Predicted Ans:    Deborah Winters
Predicted Path:   Deborah Winters --[(INV) starred_actors]--> Blue Sunshine --[starred_actors]--> Deborah Winters
Path (Raw):       Deborah Winters --[No Operation]--> Deborah Winters --[(INV) starred_actors]--> Blue Sunshine --[starred_actors]--> Deborah Winters
Neg LogProb(↓):   0.014388
Path Entropy(↓):  0.077882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by max lang were directed by who
Start Entity:     Max Lang
Gold Answer:      [['Jakob Schuh']]
Predicted Ans:    Jakob Schuh
Predicted Path:   Max Lang --[(INV) directed_by]--> The Gruffalo --[directed_by]--> Jakob Schuh
Path (Raw):       Max Lang --[No Operation]--> Max Lang --[(INV) directed_by]--> The Gruffalo --[directed_by]--> Jakob Schuh
Neg LogProb(↓):   0.583469
Path Entropy(↓):  1.160118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the milagro beanfield war were in which genres
Start Entity:     The Milagro Beanfield War
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Milagro Beanfield War --[starred_actors]--> Julie Carmen --[(INV) starred_actors]--> Gloria --[has_genre]--> Thriller
Path (Raw):       The Milagro Beanfield War --[starred_actors]--> Julie Carmen --[(INV) starred_actors]--> Gloria --[has_genre]--> Thriller
Neg LogProb(↓):   1.178558
Path Entropy(↓):  1.433475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of stanley roberts written movies
Start Entity:     Stanley Roberts
Gold Answer:      [['1966', '1985', '1951']]
Predicted Ans:    1985
Predicted Path:   Stanley Roberts --[(INV) written_by]--> Death of a Salesman --[release_year]--> 1985
Path (Raw):       Stanley Roberts --[No Operation]--> Stanley Roberts --[(INV) written_by]--> Death of a Salesman --[release_year]--> 1985
Neg LogProb(↓):   0.572614
Path Entropy(↓):  0.951160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the subject was roses fall under
Start Entity:     The Subject Was Roses
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Subject Was Roses --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> The Deep End of the Ocean --[has_genre]--> Drama
Path (Raw):       The Subject Was Roses --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> The Deep End of the Ocean --[has_genre]--> Drama
Neg LogProb(↓):   0.000329
Path Entropy(↓):  0.003396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of all the king's men starred who
Start Entity:     All the King's Men
Gold Answer:      [['Chiwetel Ejiofor', 'Van Heflin', 'Gary Cooper', 'Jim Broadbent', 'Denzel Washington', 'Ralph Fiennes', 'Peter Fonda', 'John Travolta', 'Piper Laurie', 'Lizabeth Scott', 'Barbara Stanwyck', 'Gladys George', 'Priscilla Lane', 'Warren Beatty', 'Ann Sheridan', 'Joe Mantegna', 'Jean Seberg', 'Josh Brolin', 'Jackie Gleason', 'Noomi Rapace', 'Daniel Craig', 'Errol Flynn', 'Ben Kingsley', 'Tab Hunter', 'Rooney Mara', 'James Cagney', 'Walter Huston', 'Edward G. Robinson', 'Leonardo DiCaprio', 'Liam Neeson', 'Paul Newman', 'Robert Duvall', 'Miko Hughes', 'Michael Nyqvist', 'Max Pomeranc', 'Danny DeVito', 'Kim Hunter', 'Alexander Knox', 'John Garfield', 'Rita Hayworth', 'Kirk Douglas', 'Russell Crowe', 'Richard Burton', 'George C. Scott', 'Joan Allen', 'Robert J. Steinmiller Jr.', 'Brad Pitt', 'Gary Sinise', 'Humphrey Bogart', 'Bojana Novakovic', 'Ida Lupino', 'Jonah Hill', 'Mel Gibson']]
Predicted Ans:    Ben Kingsley
Predicted Path:   All the King's Men --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[starred_actors]--> Ben Kingsley
Path (Raw):       All the King's Men --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.020649
Path Entropy(↓):  0.111775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of sextette
Start Entity:     Sextette
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Sextette --[directed_by]--> Ken Hughes --[(INV) directed_by]--> Cromwell --[in_language]--> English
Path (Raw):       Sextette --[directed_by]--> Ken Hughes --[(INV) directed_by]--> Cromwell --[in_language]--> English
Neg LogProb(↓):   0.001911
Path Entropy(↓):  0.013892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by lasse hallstrom
Start Entity:     Lasse Hallström
Gold Answer:      [['Tomas von Brömssen', 'Anton Glanzelius', 'Melinda Kinnaman']]
Predicted Ans:    Tomas von Brömssen
Predicted Path:   Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[starred_actors]--> Tomas von Brömssen
Path (Raw):       Lasse Hallström --[No Operation]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[starred_actors]--> Tomas von Brömssen
Neg LogProb(↓):   0.531410
Path Entropy(↓):  0.954760
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film cool hand luke
Start Entity:     Cool Hand Luke
Gold Answer:      [['paul newman', 'drama', 'george kennedy', 'bd-r', 'national film registry', 'stuart rosenberg', 'prison']]
Predicted Ans:    stuart rosenberg
Predicted Path:   Cool Hand Luke --[has_tags]--> stuart rosenberg --[(INV) has_tags]--> Brubaker --[has_tags]--> stuart rosenberg
Path (Raw):       Cool Hand Luke --[has_tags]--> stuart rosenberg --[(INV) has_tags]--> Brubaker --[has_tags]--> stuart rosenberg
Neg LogProb(↓):   0.164923
Path Entropy(↓):  0.589877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in midnight lace
Start Entity:     Midnight Lace
Gold Answer:      [['Rex Harrison', 'Doris Day']]
Predicted Ans:    Doris Day
Predicted Path:   Midnight Lace --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Julie --[starred_actors]--> Doris Day
Path (Raw):       Midnight Lace --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Julie --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.049119
Path Entropy(↓):  0.245970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of spencer's mountain
Start Entity:     Spencer's Mountain
Gold Answer:      [['Susan Hayward', 'Cary Grant', 'Gary Cooper', 'Ernest Borgnine', 'James Stewart', 'Maria Schell', 'Alan Ladd', 'John Travolta', 'Richard Widmark', 'Christian Slater', 'Jack Lemmon', 'Karl Malden', 'Victor Mature', 'Dorothy McGuire', 'Lauren Bacall', 'Rod Steiger', 'Michael Rennie', 'Glenn Ford', 'Sandra Dee', 'Jeff Chandler', 'John Garfield', 'George C. Scott', 'Debra Paget', 'Humphrey Bogart', 'Richard Egan']]
Predicted Ans:    Susan Hayward
Predicted Path:   Spencer's Mountain --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[starred_actors]--> Susan Hayward
Path (Raw):       Spencer's Mountain --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.325288
Path Entropy(↓):  0.764148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was melvin and howard released
Start Entity:     Melvin and Howard
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Melvin and Howard --[release_year]--> 1980 --[(INV) release_year]--> Spetters --[release_year]--> 1980
Path (Raw):       Melvin and Howard --[release_year]--> 1980 --[(INV) release_year]--> Spetters --[release_year]--> 1980
Neg LogProb(↓):   2.121531
Path Entropy(↓):  3.278541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in tea and sympathy
Start Entity:     Tea and Sympathy
Gold Answer:      [['Ronald Neame', 'George Cukor', 'John Cromwell', 'J. Lee Thompson', 'Edward Dmytryk', 'Andrew Marton', 'John Huston', 'Michael Anderson', 'Mervyn LeRoy', 'Emeric Pressburger', 'Richard Quine', 'Richard Thorpe', 'Frank Launder', 'Otto Preminger', 'Sidney Sheldon', 'John Frankenheimer', 'Michael Powell', 'Anatole Litvak', 'Neil Jordan', 'Joshua Logan', 'Stanley Donen', 'Pier Paolo Pasolini', 'John Rawlins', 'Leo McCarey', 'Delbert Mann', 'Jack Conway', 'Fred Zinnemann', 'Jack Clayton', 'Robert Stevenson', 'Elia Kazan', 'Compton Bennett']]
Predicted Ans:    Michael Powell
Predicted Path:   Tea and Sympathy --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> Black Narcissus --[directed_by]--> Michael Powell
Path (Raw):       Tea and Sympathy --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> Black Narcissus --[directed_by]--> Michael Powell
Neg LogProb(↓):   1.357059
Path Entropy(↓):  1.606053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Phil joanou was the director of which movies
Start Entity:     Phil Joanou
Gold Answer:      [['Gridiron Gang', 'State of Grace', 'Final Analysis', "Heaven's Prisoners", "Three O'Clock High"]]
Predicted Ans:    State of Grace
Predicted Path:   Phil Joanou --[(INV) directed_by]--> State of Grace --[directed_by]--> Phil Joanou --[(INV) directed_by]--> State of Grace
Path (Raw):       Phil Joanou --[(INV) directed_by]--> State of Grace --[directed_by]--> Phil Joanou --[(INV) directed_by]--> State of Grace
Neg LogProb(↓):   2.036810
Path Entropy(↓):  2.815544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by jesse hill ford
Start Entity:     Jesse Hill Ford
Gold Answer:      [['William Wyler']]
Predicted Ans:    William Wyler
Predicted Path:   Jesse Hill Ford --[(INV) written_by]--> The Liberation of L.B. Jones --[directed_by]--> William Wyler
Path (Raw):       Jesse Hill Ford --[No Operation]--> Jesse Hill Ford --[(INV) written_by]--> The Liberation of L.B. Jones --[directed_by]--> William Wyler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie who's that girl were in which languages
Start Entity:     Who's That Girl
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Who's That Girl --[starred_actors]--> Madonna --[(INV) starred_actors]--> Swept Away --[in_language]--> Italian
Path (Raw):       Who's That Girl --[starred_actors]--> Madonna --[(INV) starred_actors]--> Swept Away --[in_language]--> Italian
Neg LogProb(↓):   0.054324
Path Entropy(↓):  0.212028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film last summer in the hamptons
Start Entity:     Last Summer in the Hamptons
Gold Answer:      [['Anthony B. Richmond', 'Roland Emmerich', 'Henry Jaglom', 'Henry Koster', 'Morris Engel', 'Nicholas Ray', 'Vincent Sherman']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Last Summer in the Hamptons --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Stargate --[directed_by]--> Roland Emmerich
Path (Raw):       Last Summer in the Hamptons --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Stargate --[directed_by]--> Roland Emmerich
Neg LogProb(↓):   0.501151
Path Entropy(↓):  0.885130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the loved one
Start Entity:     The Loved One
Gold Answer:      [['Sidney J. Furie', 'Ted Post', 'David Swift']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   The Loved One --[starred_actors]--> Anjanette Comer --[(INV) starred_actors]--> The Appaloosa --[directed_by]--> Sidney J. Furie
Path (Raw):       The Loved One --[starred_actors]--> Anjanette Comer --[(INV) starred_actors]--> The Appaloosa --[directed_by]--> Sidney J. Furie
Neg LogProb(↓):   0.278624
Path Entropy(↓):  0.616205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote deep end
Start Entity:     Deep End
Gold Answer:      [['Jeremy Irons', 'Vincent Gallo', 'Emmanuelle Seigner']]
Predicted Ans:    Jane Asher
Predicted Path:   Deep End --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Deep End --[starred_actors]--> Jane Asher
Path (Raw):       Deep End --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Deep End --[starred_actors]--> Jane Asher
Neg LogProb(↓):   0.010134
Path Entropy(↓):  0.064655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by vincent paronnaud were in which genres
Start Entity:     Vincent Paronnaud
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Vincent Paronnaud --[(INV) written_by]--> Chicken with Plums --[has_genre]--> Drama
Path (Raw):       Vincent Paronnaud --[No Operation]--> Vincent Paronnaud --[(INV) written_by]--> Chicken with Plums --[has_genre]--> Drama
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.000975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by markus schleinzer were in which genres
Start Entity:     Markus Schleinzer
Gold Answer:      [['Drama', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   Markus Schleinzer --[(INV) directed_by]--> Michael --[has_genre]--> Drama
Path (Raw):       Markus Schleinzer --[No Operation]--> Markus Schleinzer --[(INV) directed_by]--> Michael --[has_genre]--> Drama
Neg LogProb(↓):   0.031412
Path Entropy(↓):  0.138165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by michael browning in
Start Entity:     Michael Browning
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Browning --[(INV) written_by]--> Six Days Seven Nights --[has_genre]--> Comedy
Path (Raw):       Michael Browning --[No Operation]--> Michael Browning --[(INV) written_by]--> Six Days Seven Nights --[has_genre]--> Comedy
Neg LogProb(↓):   0.004711
Path Entropy(↓):  0.029882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by without limits actors
Start Entity:     Without Limits
Gold Answer:      [['English', 'Korean', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Without Limits --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Eye of the Needle --[in_language]--> German
Path (Raw):       Without Limits --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Eye of the Needle --[in_language]--> German
Neg LogProb(↓):   0.836208
Path Entropy(↓):  1.195972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was maurice rostand a writer on
Start Entity:     Maurice Rostand
Gold Answer:      [['Broken Lullaby']]
Predicted Ans:    Broken Lullaby
Predicted Path:   Maurice Rostand --[(INV) written_by]--> Broken Lullaby --[written_by]--> Maurice Rostand --[(INV) written_by]--> Broken Lullaby
Path (Raw):       Maurice Rostand --[(INV) written_by]--> Broken Lullaby --[written_by]--> Maurice Rostand --[(INV) written_by]--> Broken Lullaby
Neg LogProb(↓):   0.135105
Path Entropy(↓):  0.391741
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film funny farm are directed by who
Start Entity:     Funny Farm
Gold Answer:      [['John Landis', 'William Friedkin', 'Colin Higgins', 'John Carpenter', 'Stephen Herek', 'Stephen Kessler', 'Jay Sandrich', 'Ken Shapiro', 'Peter Hewitt', 'Harold Ramis', 'Michael Ritchie']]
Predicted Ans:    Stephen Herek
Predicted Path:   Funny Farm --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Path (Raw):       Funny Farm --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Neg LogProb(↓):   0.178060
Path Entropy(↓):  0.618514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in too beautiful for you
Start Entity:     Too Beautiful for You
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Too Beautiful for You --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Path (Raw):       Too Beautiful for You --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Neg LogProb(↓):   0.190167
Path Entropy(↓):  0.642092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by tommy dorsey
Start Entity:     Tommy Dorsey
Gold Answer:      [['Billy Wilder']]
Predicted Ans:    Billy Wilder
Predicted Path:   Tommy Dorsey --[(INV) starred_actors]--> A Song Is Born --[written_by]--> Billy Wilder
Path (Raw):       Tommy Dorsey --[No Operation]--> Tommy Dorsey --[(INV) starred_actors]--> A Song Is Born --[written_by]--> Billy Wilder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie mother lode
Start Entity:     Mother Lode
Gold Answer:      [['Walter Hill', 'James A. Michener', 'Lew Wallace', 'Robert Ardrey', 'Jeanie Macpherson', 'Brian Garfield', 'Bram Stoker', 'Mario Puzo', 'Paul Haggis', 'Leslie Stevens', 'Donald Hamilton', 'Jack London', 'John William Corrington', 'George Fox', 'Harry Harrison', 'Tom Gries', 'Hammond Innes', 'Lawrence Konner', 'François Truffaut', 'Neil Simon', 'Blake Edwards', 'Bernard Gordon', 'Robert Louis Stevenson', 'Alex Proyas', 'Harry Julian Fink', 'Sam Shepard', 'David S. Goyer', 'Pierre Boulle', 'John Patrick', 'Rod Serling', 'David Harper', 'Mark Victor', 'Robert Hamer', 'Ben Barzman', 'Jim Thompson', 'Nico Mastorakis', 'Richard Matheson', 'Fraser Clarke Heston', 'Whit Masterson', 'Cathy Cash Spellman', 'Wesley Strick', 'Philip Yordan', 'Robert Benton', 'James R. Webb', 'Michael Wilson', 'Irving Stone', 'Lem Dobbs', 'Susan Montford', 'Mark Rosenthal', 'Bernard Malamud', 'Edward Bryant', 'Kuki Gallmann', 'Bob Kane', 'Chris Morgan', 'Warren Skaaren', 'Sam Hamm', 'Fredric M. Frank', 'Scott Silver', 'Joe Gannon', 'Nick Murphy', 'Crispan Bolt', 'Charles Marquis Warren', 'Karl Tunberg', 'Orson Welles', 'David Lavallee', 'Sam Peckinpah', 'Takeshi Kawata', 'Michael Grais', 'Carl Stephenson', 'Larry Cohen', 'Donald S. Sanford']]
Predicted Ans:    Mark Rosenthal
Predicted Path:   Mother Lode --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Path (Raw):       Mother Lode --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Neg LogProb(↓):   1.494921
Path Entropy(↓):  3.099323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by bryan white fall under
Start Entity:     Bryan White
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Bryan White --[(INV) starred_actors]--> Quest for Camelot --[has_genre]--> Animation
Path (Raw):       Bryan White --[No Operation]--> Bryan White --[(INV) starred_actors]--> Quest for Camelot --[has_genre]--> Animation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was high school written by
Start Entity:     High School
Gold Answer:      [['John Stalberg']]
Predicted Ans:    John Stalberg
Predicted Path:   High School --[written_by]--> John Stalberg --[(INV) written_by]--> High School --[written_by]--> John Stalberg
Path (Raw):       High School --[written_by]--> John Stalberg --[(INV) written_by]--> High School --[written_by]--> John Stalberg
Neg LogProb(↓):   0.003169
Path Entropy(↓):  0.021372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film valhalla
Start Entity:     Valhalla
Gold Answer:      [['Peter Madsen']]
Predicted Ans:    Peter Madsen
Predicted Path:   Valhalla --[directed_by]--> Peter Madsen --[(INV) directed_by]--> Valhalla --[directed_by]--> Peter Madsen
Path (Raw):       Valhalla --[directed_by]--> Peter Madsen --[(INV) directed_by]--> Valhalla --[directed_by]--> Peter Madsen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the texas chainsaw massacre 2
Start Entity:     The Texas Chainsaw Massacre 2
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Texas Chainsaw Massacre 2 --[written_by]--> Tobe Hooper --[(INV) written_by]--> Spontaneous Combustion --[has_genre]--> Horror
Path (Raw):       The Texas Chainsaw Massacre 2 --[written_by]--> Tobe Hooper --[(INV) written_by]--> Spontaneous Combustion --[has_genre]--> Horror
Neg LogProb(↓):   0.341652
Path Entropy(↓):  0.604469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of ivan passer directed films
Start Entity:     Ivan Passer
Gold Answer:      [['Jeremy Leven', 'Jeffrey Alan Fiskin', 'Newton Thornburg']]
Predicted Ans:    Ivan Passer
Predicted Path:   Ivan Passer --[(INV) directed_by]--> Born to Win --[written_by]--> Ivan Passer
Path (Raw):       Ivan Passer --[No Operation]--> Ivan Passer --[(INV) directed_by]--> Born to Win --[written_by]--> Ivan Passer
Neg LogProb(↓):   0.541450
Path Entropy(↓):  1.132415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by the director of junior bonner
Start Entity:     Junior Bonner
Gold Answer:      [['Stirling Silliphant', 'Walter Hill', 'Jim Thompson', 'David Zelag Goodman', 'Harry Julian Fink', 'Marc Norman', 'Walon Green', 'Roy N. Sickner', 'Rod Lurie', 'Gordon Williams', 'Robert Ludlum', 'Robert Syd Hopkins', 'Sam Peckinpah']]
Predicted Ans:    Walter Hill
Predicted Path:   Junior Bonner --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Getaway --[written_by]--> Walter Hill
Path (Raw):       Junior Bonner --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Getaway --[written_by]--> Walter Hill
Neg LogProb(↓):   1.571487
Path Entropy(↓):  2.412132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Victor victoria, when was it released
Start Entity:     Victor Victoria
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Victor Victoria --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Path (Raw):       Victor Victoria --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   2.503892
Path Entropy(↓):  3.963295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by bengt forslund released
Start Entity:     Bengt Forslund
Gold Answer:      [['1972', '1971']]
Predicted Ans:    1972
Predicted Path:   Bengt Forslund --[(INV) written_by]--> The New Land --[release_year]--> 1972
Path (Raw):       Bengt Forslund --[No Operation]--> Bengt Forslund --[(INV) written_by]--> The New Land --[release_year]--> 1972
Neg LogProb(↓):   0.608281
Path Entropy(↓):  0.689435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie five star final
Start Entity:     Five Star Final
Gold Answer:      [['Seton I. Miller', 'Jeanie Macpherson', 'Jonathan Latimer', 'Leon G. Turrou', 'J. Grubb Alexander', 'John Huston', 'Donald Hamilton', 'Jack London', 'John Wexley', 'Barré Lyndon', 'Howard Lindsay', 'Georges de La Fouchardière', 'Ernest Lehman', 'Cornell Woolrich', 'Jo Swerling', 'Irwin Shaw', 'Billy Wilder', 'Robert N. Lee', 'William Bowers', 'Jerome Weidman', 'Sydney Boehm', 'Arnold Schulman', 'Irving Wallace', 'Maxwell Anderson', 'John Godey', 'AJ Carothers', 'Damon Runyon', 'Victor Trivas', 'Joseph Jackson', 'Lucien Hubbard', 'Luchino Visconti', 'Robert Rossen', 'Nunnally Johnson', 'David Belasco', 'Achmed Abdullah', 'Heinz Herald', 'Norman Burnstine', 'James M. Cain', 'Francis Edward Faragoh', 'Max Catto', 'Robert Riskin', 'Leonard Kantor', 'Raymond Chandler', 'Richard Connell', 'Earl Baldwin', 'Richard Brooks', 'Norman Krasna', 'W.R. Burnett', 'Albert Camus']]
Predicted Ans:    Billy Wilder
Predicted Path:   Five Star Final --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Double Indemnity --[written_by]--> Billy Wilder
Path (Raw):       Five Star Final --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Double Indemnity --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.340078
Path Entropy(↓):  2.187622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of don't be afraid of the dark
Start Entity:     Don't Be Afraid of the Dark
Gold Answer:      [['Pacific Rim', 'Mimic', 'Hellboy', 'Dragonslayer', 'Cronos', "The Devil's Backbone", "Pan's Labyrinth"]]
Predicted Ans:    Cronos
Predicted Path:   Don't Be Afraid of the Dark --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos
Path (Raw):       Don't Be Afraid of the Dark --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos --[No Operation]--> Cronos
Neg LogProb(↓):   0.238857
Path Entropy(↓):  0.817343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of henry hopper starred movies
Start Entity:     Henry Hopper
Gold Answer:      [['2011', '2000']]
Predicted Ans:    2011
Predicted Path:   Henry Hopper --[(INV) starred_actors]--> Restless --[release_year]--> 2011
Path (Raw):       Henry Hopper --[No Operation]--> Henry Hopper --[(INV) starred_actors]--> Restless --[release_year]--> 2011
Neg LogProb(↓):   0.680426
Path Entropy(↓):  0.693065
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie nell in a few words
Start Entity:     Nell
Gold Answer:      [['natasha richardson', 'liam neeson', 'jodie foster']]
Predicted Ans:    natasha richardson
Predicted Path:   Nell --[has_tags]--> natasha richardson --[(INV) has_tags]--> Nell --[has_tags]--> natasha richardson
Path (Raw):       Nell --[has_tags]--> natasha richardson --[(INV) has_tags]--> Nell --[has_tags]--> natasha richardson
Neg LogProb(↓):   0.062100
Path Entropy(↓):  0.227554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of murder by numbers
Start Entity:     Murder by Numbers
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Murder by Numbers --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> More --[in_language]--> English
Path (Raw):       Murder by Numbers --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> More --[in_language]--> English
Neg LogProb(↓):   0.009032
Path Entropy(↓):  0.052343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by robert ivers
Start Entity:     Robert Ivers
Gold Answer:      [['Norman Taurog']]
Predicted Ans:    Norman Taurog
Predicted Path:   Robert Ivers --[(INV) starred_actors]--> G.I. Blues --[directed_by]--> Norman Taurog
Path (Raw):       Robert Ivers --[No Operation]--> Robert Ivers --[(INV) starred_actors]--> G.I. Blues --[directed_by]--> Norman Taurog
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Tropico, when was it released
Start Entity:     Tropico
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Tropico --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Tropico --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.431818
Path Entropy(↓):  4.720573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with anna gavalda
Start Entity:     Anna Gavalda
Gold Answer:      [['Claude Berri']]
Predicted Ans:    Claude Berri
Predicted Path:   Anna Gavalda --[(INV) written_by]--> Hunting and Gathering --[written_by]--> Claude Berri
Path (Raw):       Anna Gavalda --[No Operation]--> Anna Gavalda --[(INV) written_by]--> Hunting and Gathering --[written_by]--> Claude Berri
Neg LogProb(↓):   0.006293
Path Entropy(↓):  0.038070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did lorna maitland star in
Start Entity:     Lorna Maitland
Gold Answer:      [['Lorna']]
Predicted Ans:    Lorna
Predicted Path:   Lorna Maitland --[(INV) starred_actors]--> Lorna --[starred_actors]--> Lorna Maitland --[(INV) starred_actors]--> Lorna
Path (Raw):       Lorna Maitland --[(INV) starred_actors]--> Lorna --[starred_actors]--> Lorna Maitland --[(INV) starred_actors]--> Lorna
Neg LogProb(↓):   0.106502
Path Entropy(↓):  0.327535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of 1941
Start Entity:     1941
Gold Answer:      [['Robert Zemeckis', 'Bob Gale']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   1941 --[written_by]--> Bob Gale --[(INV) written_by]--> Used Cars --[written_by]--> Robert Zemeckis
Path (Raw):       1941 --[written_by]--> Bob Gale --[(INV) written_by]--> Used Cars --[written_by]--> Robert Zemeckis
Neg LogProb(↓):   1.157776
Path Entropy(↓):  1.642326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of don't worry, i'm fine starred who
Start Entity:     Don't Worry, I'm Fine
Gold Answer:      [['Vincent Lindon', 'Derya Ayverdi', 'Firat Ayverdi']]
Predicted Ans:    Firat Ayverdi
Predicted Path:   Don't Worry, I'm Fine --[directed_by]--> Philippe Lioret --[(INV) directed_by]--> Welcome --[starred_actors]--> Firat Ayverdi
Path (Raw):       Don't Worry, I'm Fine --[directed_by]--> Philippe Lioret --[(INV) directed_by]--> Welcome --[starred_actors]--> Firat Ayverdi
Neg LogProb(↓):   0.453906
Path Entropy(↓):  0.822515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in a better place
Start Entity:     A Better Place
Gold Answer:      [['Eion Bailey', 'Robert DiPatri']]
Predicted Ans:    Robert DiPatri
Predicted Path:   A Better Place --[starred_actors]--> Robert DiPatri --[(INV) starred_actors]--> A Better Place --[starred_actors]--> Robert DiPatri
Path (Raw):       A Better Place --[starred_actors]--> Robert DiPatri --[(INV) starred_actors]--> A Better Place --[starred_actors]--> Robert DiPatri
Neg LogProb(↓):   0.372859
Path Entropy(↓):  0.895250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of fires were started
Start Entity:     Fires Were Started
Gold Answer:      [['A Diary for Timothy']]
Predicted Ans:    A Diary for Timothy
Predicted Path:   Fires Were Started --[directed_by]--> Humphrey Jennings --[(INV) directed_by]--> A Diary for Timothy
Path (Raw):       Fires Were Started --[directed_by]--> Humphrey Jennings --[(INV) directed_by]--> A Diary for Timothy --[No Operation]--> A Diary for Timothy
Neg LogProb(↓):   0.122448
Path Entropy(↓):  0.358022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the foot fist way starred who
Start Entity:     The Foot Fist Way
Gold Answer:      [['Anna Faris', 'James Franco', 'Natalie Portman', 'Danny McBride', 'Seth Rogen', 'Ray Liotta']]
Predicted Ans:    Danny McBride
Predicted Path:   The Foot Fist Way --[written_by]--> Jody Hill --[(INV) written_by]--> The Foot Fist Way --[starred_actors]--> Danny McBride
Path (Raw):       The Foot Fist Way --[written_by]--> Jody Hill --[(INV) written_by]--> The Foot Fist Way --[starred_actors]--> Danny McBride
Neg LogProb(↓):   0.003965
Path Entropy(↓):  0.026535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie one for the money were released in which years
Start Entity:     One for the Money
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2012
Predicted Path:   One for the Money --[directed_by]--> Julie Anne Robinson --[(INV) directed_by]--> One for the Money --[release_year]--> 2012
Path (Raw):       One for the Money --[directed_by]--> Julie Anne Robinson --[(INV) directed_by]--> One for the Money --[release_year]--> 2012
Neg LogProb(↓):   0.177694
Path Entropy(↓):  0.525837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the toast of new orleans were in which languages
Start Entity:     The Toast of New Orleans
Gold Answer:      [['Italian', 'German']]
Predicted Ans:    German
Predicted Path:   The Toast of New Orleans --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       The Toast of New Orleans --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.571100
Path Entropy(↓):  0.985895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the world without end director
Start Entity:     World Without End
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   World Without End --[directed_by]--> Edward Bernds --[(INV) directed_by]--> Return of the Fly --[has_genre]--> Horror
Path (Raw):       World Without End --[directed_by]--> Edward Bernds --[(INV) directed_by]--> Return of the Fly --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does richard dutcher appear in
Start Entity:     Richard Dutcher
Gold Answer:      [['Brigham City']]
Predicted Ans:    Brigham City
Predicted Path:   Richard Dutcher --[(INV) starred_actors]--> Brigham City --[starred_actors]--> Richard Dutcher --[(INV) starred_actors]--> Brigham City
Path (Raw):       Richard Dutcher --[(INV) starred_actors]--> Brigham City --[starred_actors]--> Richard Dutcher --[(INV) starred_actors]--> Brigham City
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed ghosts of mississippi
Start Entity:     Ghosts of Mississippi
Gold Answer:      [['Drama', 'Comedy', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Ghosts of Mississippi --[directed_by]--> Rob Reiner --[(INV) directed_by]--> The Story of Us --[has_genre]--> Comedy
Path (Raw):       Ghosts of Mississippi --[directed_by]--> Rob Reiner --[(INV) directed_by]--> The Story of Us --[has_genre]--> Comedy
Neg LogProb(↓):   1.103635
Path Entropy(↓):  1.898009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the beast within
Start Entity:     The Beast Within
Gold Answer:      [['Paul Wheeler']]
Predicted Ans:    Paul Wheeler
Predicted Path:   The Beast Within --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[written_by]--> Paul Wheeler
Path (Raw):       The Beast Within --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[written_by]--> Paul Wheeler
Neg LogProb(↓):   0.007441
Path Entropy(↓):  0.046741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is honor among lovers
Start Entity:     Honor Among Lovers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Honor Among Lovers --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Honor Among Lovers --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.558776
Path Entropy(↓):  4.640916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with john swartzwelder
Start Entity:     John Swartzwelder
Gold Answer:      [['Mike Reiss', 'Matt Groening', 'Jon Vitti', 'Al Jean', 'Mike Scully', 'Matt Selman', 'George Meyer', 'James L. Brooks', 'David Mirkin']]
Predicted Ans:    James L. Brooks
Predicted Path:   John Swartzwelder --[(INV) written_by]--> The Simpsons Movie --[written_by]--> James L. Brooks
Path (Raw):       John Swartzwelder --[No Operation]--> John Swartzwelder --[(INV) written_by]--> The Simpsons Movie --[written_by]--> James L. Brooks
Neg LogProb(↓):   0.046373
Path Entropy(↓):  0.218418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by paresh rawal were directed by who
Start Entity:     Paresh Rawal
Gold Answer:      [['Aditya Datt', 'R. Balki']]
Predicted Ans:    R. Balki
Predicted Path:   Paresh Rawal --[(INV) starred_actors]--> Cheeni Kum --[directed_by]--> R. Balki
Path (Raw):       Paresh Rawal --[No Operation]--> Paresh Rawal --[(INV) starred_actors]--> Cheeni Kum --[directed_by]--> R. Balki
Neg LogProb(↓):   0.010838
Path Entropy(↓):  0.059553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with kandahar fall under
Start Entity:     Kandahar
Gold Answer:      [['War', 'Music']]
Predicted Ans:    Music
Predicted Path:   Kandahar --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> The Apple --[has_genre]--> Music
Path (Raw):       Kandahar --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> The Apple --[has_genre]--> Music
Neg LogProb(↓):   0.016932
Path Entropy(↓):  0.091924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by adam brooks were directed by who
Start Entity:     Adam Brooks
Gold Answer:      [['Lawrence Kasdan']]
Predicted Ans:    Adam Brooks
Predicted Path:   Adam Brooks --[(INV) directed_by]--> Definitely, Maybe --[directed_by]--> Adam Brooks
Path (Raw):       Adam Brooks --[No Operation]--> Adam Brooks --[(INV) directed_by]--> Definitely, Maybe --[directed_by]--> Adam Brooks
Neg LogProb(↓):   0.093464
Path Entropy(↓):  0.304646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by the end of violence actors
Start Entity:     The End of Violence
Gold Answer:      [['Albert Brooks', 'Graeme Clifford', 'Thomas Vinterberg', 'Bille Woodruff', 'Don Bluth', 'Donald Petrie', 'Robert Altman', 'Jake Kasdan', 'Roland Emmerich', 'David Lynch', 'Wes Craven', 'Jon Turteltaub', 'Michael Lehmann', 'Gary Goldman', 'Harold Becker', 'Jon Amiel', 'Markus Schleinzer', 'John Dahl', 'Peter Weir', 'Herbert Ross', 'Alison Maclean', 'Harold Ramis', 'Craig Brewer', 'Curtiss Clayton', 'Carl Reiner', 'Nora Ephron', 'Steve Miner', 'Mel Brooks', 'Jonathan Kaplan', 'John McKay', 'Mike Figgis']]
Predicted Ans:    Robert Altman
Predicted Path:   The End of Violence --[starred_actors]--> Andie MacDowell --[(INV) starred_actors]--> Short Cuts --[directed_by]--> Robert Altman
Path (Raw):       The End of Violence --[starred_actors]--> Andie MacDowell --[(INV) starred_actors]--> Short Cuts --[directed_by]--> Robert Altman
Neg LogProb(↓):   0.442994
Path Entropy(↓):  1.078778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the emerald forest was written by who
Start Entity:     The Emerald Forest
Gold Answer:      [['Rospo Pallenberg']]
Predicted Ans:    Rospo Pallenberg
Predicted Path:   The Emerald Forest --[written_by]--> Rospo Pallenberg --[(INV) written_by]--> The Emerald Forest --[written_by]--> Rospo Pallenberg
Path (Raw):       The Emerald Forest --[written_by]--> Rospo Pallenberg --[(INV) written_by]--> The Emerald Forest --[written_by]--> Rospo Pallenberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with pierre niney
Start Entity:     Pierre Niney
Gold Answer:      [['Charlotte Le Bon', 'Laura Smet', 'Guillaume Gallienne']]
Predicted Ans:    Charlotte Le Bon
Predicted Path:   Pierre Niney --[(INV) starred_actors]--> Yves Saint Laurent --[starred_actors]--> Charlotte Le Bon
Path (Raw):       Pierre Niney --[No Operation]--> Pierre Niney --[(INV) starred_actors]--> Yves Saint Laurent --[starred_actors]--> Charlotte Le Bon
Neg LogProb(↓):   0.067665
Path Entropy(↓):  0.275144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is simon birch
Start Entity:     Simon Birch
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Simon Birch --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Simon Birch --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.823717
Path Entropy(↓):  5.210839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by alexa jago
Start Entity:     Alexa Jago
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alexa Jago --[(INV) starred_actors]--> Soft Toilet Seats --[has_genre]--> Comedy
Path (Raw):       Alexa Jago --[No Operation]--> Alexa Jago --[(INV) starred_actors]--> Soft Toilet Seats --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of rammbock
Start Entity:     Rammbock
Gold Answer:      [['2013']]
Predicted Ans:    2010
Predicted Path:   Rammbock --[written_by]--> Marvin Kren --[(INV) written_by]--> Rammbock --[release_year]--> 2010
Path (Raw):       Rammbock --[written_by]--> Marvin Kren --[(INV) written_by]--> Rammbock --[release_year]--> 2010
Neg LogProb(↓):   0.010990
Path Entropy(↓):  0.062621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of our town
Start Entity:     Our Town
Gold Answer:      [['June Allyson', 'Babe Ruth', 'Flora Robson', 'Van Johnson', 'Gary Cooper', 'Walter Pidgeon', 'Greer Garson', 'Groucho Marx', 'Ann Sheridan', 'Brian Donlevy', 'Vivien Leigh', 'Ingrid Bergman', 'Robert Donat', 'Robert Cummings', 'Teresa Wright', 'Joan Crawford', 'Charles Coburn', 'Kitty Carlisle', 'Walter Brennan', 'Akim Tamiroff', 'Betty Field', 'Harpo Marx', 'Chico Marx', 'Frank Morgan', 'Ronald Reagan', 'Clark Gable', 'Robert Armstrong', 'Jean Arthur']]
Predicted Ans:    Joan Crawford
Predicted Path:   Our Town --[directed_by]--> Sam Wood --[(INV) directed_by]--> Paid --[starred_actors]--> Joan Crawford
Path (Raw):       Our Town --[directed_by]--> Sam Wood --[(INV) directed_by]--> Paid --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.386118
Path Entropy(↓):  0.954515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by anton glanzelius
Start Entity:     Anton Glanzelius
Gold Answer:      [['Reidar Jönsson', 'Lasse Hallström']]
Predicted Ans:    Lasse Hallström
Predicted Path:   Anton Glanzelius --[(INV) starred_actors]--> My Life as a Dog --[written_by]--> Lasse Hallström
Path (Raw):       Anton Glanzelius --[No Operation]--> Anton Glanzelius --[(INV) starred_actors]--> My Life as a Dog --[written_by]--> Lasse Hallström
Neg LogProb(↓):   0.045001
Path Entropy(↓):  0.180466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film zatoichi's revenge was directed by who
Start Entity:     Zatoichi's Revenge
Gold Answer:      [['Akira Inoue']]
Predicted Ans:    Akira Inoue
Predicted Path:   Zatoichi's Revenge --[directed_by]--> Akira Inoue --[(INV) directed_by]--> Zatoichi's Revenge --[directed_by]--> Akira Inoue
Path (Raw):       Zatoichi's Revenge --[directed_by]--> Akira Inoue --[(INV) directed_by]--> Zatoichi's Revenge --[directed_by]--> Akira Inoue
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the new legend of shaolin actors release
Start Entity:     The New Legend of Shaolin
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2007', '2010', '1994', '2001', '1989', '1996', '2002', '2012', '2011', '2000', '1997', '2005', '1991', '1986']]
Predicted Ans:    2012
Predicted Path:   The New Legend of Shaolin --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       The New Legend of Shaolin --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.162383
Path Entropy(↓):  0.582282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with james ivory
Start Entity:     James Ivory
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   James Ivory --[(INV) directed_by]--> Savages --[directed_by]--> Oliver Stone
Path (Raw):       James Ivory --[No Operation]--> James Ivory --[(INV) directed_by]--> Savages --[directed_by]--> Oliver Stone
Neg LogProb(↓):   0.286760
Path Entropy(↓):  1.005780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of lucky numbers
Start Entity:     Lucky Numbers
Gold Answer:      [['Adam Resnick']]
Predicted Ans:    Chris Elliott
Predicted Path:   Lucky Numbers --[written_by]--> Adam Resnick --[(INV) written_by]--> Cabin Boy --[written_by]--> Chris Elliott
Path (Raw):       Lucky Numbers --[written_by]--> Adam Resnick --[(INV) written_by]--> Cabin Boy --[written_by]--> Chris Elliott
Neg LogProb(↓):   0.000197
Path Entropy(↓):  0.001881
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies for the writer of the deep blue sea
Start Entity:     The Deep Blue Sea
Gold Answer:      [['Sam Wood', 'Anthony Asquith', 'Delbert Mann', 'David Mamet', 'Terence Davies', 'Herbert Ross', 'Laurence Olivier', 'Mike Figgis']]
Predicted Ans:    Terence Davies
Predicted Path:   The Deep Blue Sea --[written_by]--> Terence Rattigan --[(INV) written_by]--> The Deep Blue Sea --[directed_by]--> Terence Davies
Path (Raw):       The Deep Blue Sea --[written_by]--> Terence Rattigan --[(INV) written_by]--> The Deep Blue Sea --[directed_by]--> Terence Davies
Neg LogProb(↓):   1.090581
Path Entropy(↓):  1.615694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of michael lehmann directed movies
Start Entity:     Michael Lehmann
Gold Answer:      [['Bruce Willis', 'Daniel Waters', 'Rich Wilkes', 'Karey Kirkpatrick', 'Chris Poche', 'Rob Perez', 'Billy Crystal']]
Predicted Ans:    Rich Wilkes
Predicted Path:   Michael Lehmann --[(INV) directed_by]--> Airheads --[written_by]--> Rich Wilkes
Path (Raw):       Michael Lehmann --[No Operation]--> Michael Lehmann --[(INV) directed_by]--> Airheads --[written_by]--> Rich Wilkes
Neg LogProb(↓):   0.113133
Path Entropy(↓):  0.424698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by nathalie baye
Start Entity:     Nathalie Baye
Gold Answer:      [['Henry James', 'François Truffaut']]
Predicted Ans:    François Truffaut
Predicted Path:   Nathalie Baye --[(INV) starred_actors]--> The Green Room --[written_by]--> François Truffaut
Path (Raw):       Nathalie Baye --[No Operation]--> Nathalie Baye --[(INV) starred_actors]--> The Green Room --[written_by]--> François Truffaut
Neg LogProb(↓):   0.511451
Path Entropy(↓):  0.673166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie cellular released
Start Entity:     Cellular
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Cellular --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Cellular --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.335479
Path Entropy(↓):  4.505870
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by steve cochran
Start Entity:     Steve Cochran
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Steve Cochran --[(INV) starred_actors]--> Il Grido --[has_genre]--> Drama
Path (Raw):       Steve Cochran --[No Operation]--> Steve Cochran --[(INV) starred_actors]--> Il Grido --[has_genre]--> Drama
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.002832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with bug in
Start Entity:     Bug
Gold Answer:      [['German']]
Predicted Ans:    Jeannot Szwarc
Predicted Path:   Bug --[starred_actors]--> Richard Gilliland --[(INV) starred_actors]--> Bug --[directed_by]--> Jeannot Szwarc
Path (Raw):       Bug --[starred_actors]--> Richard Gilliland --[(INV) starred_actors]--> Bug --[directed_by]--> Jeannot Szwarc
Neg LogProb(↓):   0.008878
Path Entropy(↓):  0.054448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same director of never say never again
Start Entity:     Never Say Never Again
Gold Answer:      [['Up the Sandbox', 'Stakeout on Dope Street', 'Loving', 'Eyes of Laura Mars', 'A Fine Madness', 'The Flim-Flam Man', 'RoboCop 2', 'The Return of a Man Called Horse']]
Predicted Ans:    Eyes of Laura Mars
Predicted Path:   Never Say Never Again --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars
Path (Raw):       Never Say Never Again --[No Operation]--> Never Say Never Again --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars
Neg LogProb(↓):   0.696521
Path Entropy(↓):  1.274866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film a letter from death row were in which genres
Start Entity:     A Letter from Death Row
Gold Answer:      [['Documentary', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Letter from Death Row --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       A Letter from Death Row --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.314852
Path Entropy(↓):  0.903612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies directed by adrian lyne in
Start Entity:     Adrian Lyne
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Adrian Lyne --[(INV) directed_by]--> Lolita --[in_language]--> English
Path (Raw):       Adrian Lyne --[No Operation]--> Adrian Lyne --[(INV) directed_by]--> Lolita --[in_language]--> English
Neg LogProb(↓):   0.849283
Path Entropy(↓):  1.107184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by edmund beloin starred which actors
Start Entity:     Edmund Beloin
Gold Answer:      [['Bing Crosby', 'Bob Hope', 'Peter Lorre', 'Dorothy Lamour']]
Predicted Ans:    Peter Lorre
Predicted Path:   Edmund Beloin --[(INV) written_by]--> My Favorite Brunette --[starred_actors]--> Peter Lorre
Path (Raw):       Edmund Beloin --[No Operation]--> Edmund Beloin --[(INV) written_by]--> My Favorite Brunette --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.272728
Path Entropy(↓):  0.732540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film fortress
Start Entity:     Fortress
Gold Answer:      [['prison', 'future', 'dystopia']]
Predicted Ans:    prison
Predicted Path:   Fortress --[has_tags]--> prison --[(INV) has_tags]--> Rosewater --[has_tags]--> prison
Path (Raw):       Fortress --[has_tags]--> prison --[(INV) has_tags]--> Rosewater --[has_tags]--> prison
Neg LogProb(↓):   0.000135
Path Entropy(↓):  0.001502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film nim's island
Start Entity:     Nim's Island
Gold Answer:      [['Gabriele Muccino', 'Adrian Lyne', 'Dennis Hopper', 'Dean DeBlois', 'Spike Lee', 'Chris Sanders', 'Jonathan Demme', 'Neill Blomkamp', 'Guy Ritchie', 'Vincenzo Natali', 'Richard Donner', 'Michael Apted', 'Roman Polanski', 'Gore Verbinski', 'Antoine Fuqua', 'Tony Bill', 'Nicolas Gessner', 'Ruben Fleischer', 'David M. Rosenthal', 'Alan Parker', 'Marc Forster', 'Jon Amiel', 'Harvey Weinstein', 'Joel Schumacher', 'Robert Schwentke', 'Scott Hicks', 'Neil Jordan', 'Jonathan Dayton', 'Valerie Faris', 'Andy Tennant', 'Patrick Lussier', 'Wayne Thornley', 'Gavin Hood', 'Robert Zemeckis', 'Rob Bowman', 'Brad Anderson', 'Tony Richardson', 'Stanley M. Brooks', 'Mark Neveldine', 'Brian Taylor', 'David Fincher', 'F. Gary Gray', 'M. Night Shyamalan', 'Zack Snyder', 'Jonathan Kaplan', 'Jodie Foster', 'Delphine Gleize', 'Gary Nelson', 'Nick Cassavetes']]
Predicted Ans:    Spike Lee
Predicted Path:   Nim's Island --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       Nim's Island --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.419525
Path Entropy(↓):  1.378918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jim henson starred movies
Start Entity:     Jim Henson
Gold Answer:      [['1982', '1984', '1979', '1981']]
Predicted Ans:    1982
Predicted Path:   Jim Henson --[(INV) starred_actors]--> The Dark Crystal --[release_year]--> 1982
Path (Raw):       Jim Henson --[No Operation]--> Jim Henson --[(INV) starred_actors]--> The Dark Crystal --[release_year]--> 1982
Neg LogProb(↓):   0.041836
Path Entropy(↓):  0.201053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote sex, lies, and videotape
Start Entity:     Sex, Lies, and Videotape
Gold Answer:      [['1995', '1972', '1993', '2004', '2002']]
Predicted Ans:    2004
Predicted Path:   Sex, Lies, and Videotape --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Eros --[release_year]--> 2004
Path (Raw):       Sex, Lies, and Videotape --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Eros --[release_year]--> 2004
Neg LogProb(↓):   0.204437
Path Entropy(↓):  0.655577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the student prince in old heidelberg
Start Entity:     The Student Prince in Old Heidelberg
Gold Answer:      [['1927']]
Predicted Ans:    1927
Predicted Path:   The Student Prince in Old Heidelberg --[release_year]--> 1927 --[(INV) release_year]--> Upstream --[release_year]--> 1927
Path (Raw):       The Student Prince in Old Heidelberg --[release_year]--> 1927 --[(INV) release_year]--> Upstream --[release_year]--> 1927
Neg LogProb(↓):   0.218976
Path Entropy(↓):  0.677441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of fast five
Start Entity:     Fast Five
Gold Answer:      [['The Iron Giant', 'Timeline', 'Riddick', 'Boiler Room', 'Eight Below', 'Brick Mansions', 'The Chronicles of Riddick', 'American Heist', 'Vehicle 19', 'The Invisible Circus', 'Guardians of the Galaxy', 'A Man Apart', 'Babylon A.D.', 'The Death and Life of Bobby Z', 'Pitch Black', 'The Fast and the Furious', 'Knockaround Guys', 'Tammy and the T-Rex', 'The Skulls', 'The Lazarus Project', '2 Fast 2 Furious', 'Meet the Deedles', 'Pawn Shop Chronicles', 'Find Me Guilty', 'The Faculty', 'Joy Ride', 'Running Scared', 'Los Bandoleros', 'The Pacifier', 'Into the Blue', 'Hours', 'Noel']]
Predicted Ans:    The Fast and the Furious
Predicted Path:   Fast Five --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Fast and the Furious
Path (Raw):       Fast Five --[starred_actors]--> Vin Diesel --[No Operation]--> Vin Diesel --[(INV) starred_actors]--> The Fast and the Furious
Neg LogProb(↓):   0.757224
Path Entropy(↓):  1.538001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by john carter fall under
Start Entity:     John Carter
Gold Answer:      [['Action']]
Predicted Ans:    Drama
Predicted Path:   John Carter --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[has_genre]--> Drama
Path (Raw):       John Carter --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[has_genre]--> Drama
Neg LogProb(↓):   1.373167
Path Entropy(↓):  1.822106
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by stephen lang were directed by who
Start Entity:     Stephen Lang
Gold Answer:      [['Vincent Sherman', 'Larry Brand', 'Robert Parrish', 'Bob Gosse', 'André Téchiné', 'Félix Enríquez Alcalá', 'Alex Segal', 'Marcus Nispel', 'John Milius', 'James Cameron', 'Volker Schlöndorff', 'John Badham']]
Predicted Ans:    James Cameron
Predicted Path:   Stephen Lang --[(INV) starred_actors]--> Avatar --[directed_by]--> James Cameron
Path (Raw):       Stephen Lang --[No Operation]--> Stephen Lang --[(INV) starred_actors]--> Avatar --[directed_by]--> James Cameron
Neg LogProb(↓):   0.458092
Path Entropy(↓):  0.905987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film children of the night released
Start Entity:     Children of the Night
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Children of the Night --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Children of the Night --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   3.232190
Path Entropy(↓):  4.661401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what the phantom carriage is about
Start Entity:     The Phantom Carriage
Gold Answer:      [['criterion']]
Predicted Ans:    criterion
Predicted Path:   The Phantom Carriage --[written_by]--> Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[has_tags]--> criterion
Path (Raw):       The Phantom Carriage --[written_by]--> Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[has_tags]--> criterion
Neg LogProb(↓):   0.021963
Path Entropy(↓):  0.105277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of little nicky
Start Entity:     Little Nicky
Gold Answer:      [['Seth Kearsley', 'Frank Coraci', 'Brian Robbins', 'Steven Brill', 'Tamra Davis', 'Dennis Dugan']]
Predicted Ans:    Dennis Dugan
Predicted Path:   Little Nicky --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[directed_by]--> Dennis Dugan
Path (Raw):       Little Nicky --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[directed_by]--> Dennis Dugan
Neg LogProb(↓):   0.369320
Path Entropy(↓):  0.903421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by terrence mann
Start Entity:     Terrence Mann
Gold Answer:      [['Rupert Harvey']]
Predicted Ans:    Rupert Harvey
Predicted Path:   Terrence Mann --[(INV) starred_actors]--> Critters 4 --[directed_by]--> Rupert Harvey
Path (Raw):       Terrence Mann --[No Operation]--> Terrence Mann --[(INV) starred_actors]--> Critters 4 --[directed_by]--> Rupert Harvey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Sharni vinson appears in which movies
Start Entity:     Sharni Vinson
Gold Answer:      [["You're Next"]]
Predicted Ans:    You're Next
Predicted Path:   Sharni Vinson --[(INV) starred_actors]--> You're Next --[starred_actors]--> Wendy Glenn --[(INV) starred_actors]--> You're Next
Path (Raw):       Sharni Vinson --[(INV) starred_actors]--> You're Next --[starred_actors]--> Wendy Glenn --[(INV) starred_actors]--> You're Next
Neg LogProb(↓):   0.267566
Path Entropy(↓):  0.622058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the mistress of spices
Start Entity:     The Mistress of Spices
Gold Answer:      [['Paul Mayeda Berges']]
Predicted Ans:    Paul Mayeda Berges
Predicted Path:   The Mistress of Spices --[directed_by]--> Paul Mayeda Berges --[(INV) directed_by]--> The Mistress of Spices --[directed_by]--> Paul Mayeda Berges
Path (Raw):       The Mistress of Spices --[directed_by]--> Paul Mayeda Berges --[(INV) directed_by]--> The Mistress of Spices --[directed_by]--> Paul Mayeda Berges
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of independence day
Start Entity:     Independence Day
Gold Answer:      [['Jean Reno', 'Rhys Ifans', 'Chiwetel Ejiofor', 'Michael Paré', 'Ken Watanabe', 'Maria Pitillo', 'John Cusack', 'Matthew Broderick', 'Channing Tatum', 'Jason Clarke', 'Kurt Russell', 'Thandie Newton', 'Dennis Quaid', 'Steven Seagal', 'Viveca Lindfors', 'Camilla Belle', 'Maggie Gyllenhaal', 'James Spader', 'Dolph Lundgren', 'Heath Ledger', 'Lisa Eichhorn', 'Brian Thompson', 'Amanda Peet', 'Steven Strait', 'Takashi Shimura', 'Akira Takarada', 'Akihiko Hirata', 'Hank Azaria', 'Jamie Foxx', 'Vanessa Redgrave', 'Jaye Davidson', 'Bryan Cranston', 'Mel Gibson', 'Jake Gyllenhaal', 'Emmy Rossum']]
Predicted Ans:    Jean Reno
Predicted Path:   Independence Day --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Godzilla --[starred_actors]--> Jean Reno
Path (Raw):       Independence Day --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Godzilla --[starred_actors]--> Jean Reno
Neg LogProb(↓):   1.013835
Path Entropy(↓):  2.295983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in tennessee johnson
Start Entity:     Tennessee Johnson
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Tennessee Johnson --[starred_actors]--> Ruth Hussey --[(INV) starred_actors]--> Flight Command --[has_genre]--> War
Path (Raw):       Tennessee Johnson --[starred_actors]--> Ruth Hussey --[(INV) starred_actors]--> Flight Command --[has_genre]--> War
Neg LogProb(↓):   1.445530
Path Entropy(↓):  1.462983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of sabah
Start Entity:     Sabah
Gold Answer:      [['Ruba Nadda']]
Predicted Ans:    Ruba Nadda
Predicted Path:   Sabah --[directed_by]--> Ruba Nadda --[(INV) directed_by]--> Inescapable --[written_by]--> Ruba Nadda
Path (Raw):       Sabah --[directed_by]--> Ruba Nadda --[(INV) directed_by]--> Inescapable --[written_by]--> Ruba Nadda
Neg LogProb(↓):   0.162497
Path Entropy(↓):  0.522146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by whitfield cook released
Start Entity:     Whitfield Cook
Gold Answer:      [['1950', '2014']]
Predicted Ans:    2014
Predicted Path:   Whitfield Cook --[(INV) written_by]--> Stage Fright --[release_year]--> 2014
Path (Raw):       Whitfield Cook --[No Operation]--> Whitfield Cook --[(INV) written_by]--> Stage Fright --[release_year]--> 2014
Neg LogProb(↓):   0.375136
Path Entropy(↓):  0.621581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the joe versus the volcano director release
Start Entity:     Joe Versus the Volcano
Gold Answer:      [['2008']]
Predicted Ans:    1990
Predicted Path:   Joe Versus the Volcano --[directed_by]--> John Patrick Shanley --[(INV) directed_by]--> Joe Versus the Volcano --[release_year]--> 1990
Path (Raw):       Joe Versus the Volcano --[directed_by]--> John Patrick Shanley --[(INV) directed_by]--> Joe Versus the Volcano --[release_year]--> 1990
Neg LogProb(↓):   0.095772
Path Entropy(↓):  0.305601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did roger avary direct
Start Entity:     Roger Avary
Gold Answer:      [['The Rules of Attraction', 'Killing Zoe']]
Predicted Ans:    Killing Zoe
Predicted Path:   Roger Avary --[(INV) directed_by]--> Killing Zoe --[directed_by]--> Roger Avary --[(INV) directed_by]--> Killing Zoe
Path (Raw):       Roger Avary --[(INV) directed_by]--> Killing Zoe --[directed_by]--> Roger Avary --[(INV) directed_by]--> Killing Zoe
Neg LogProb(↓):   0.037298
Path Entropy(↓):  0.157624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie the frozen ground
Start Entity:     The Frozen Ground
Gold Answer:      [['murder']]
Predicted Ans:    murder
Predicted Path:   The Frozen Ground --[has_tags]--> murder --[(INV) has_tags]--> The Horribly Slow Murderer with the Extremely Inefficient Weapon --[has_tags]--> murder
Path (Raw):       The Frozen Ground --[has_tags]--> murder --[(INV) has_tags]--> The Horribly Slow Murderer with the Extremely Inefficient Weapon --[has_tags]--> murder
Neg LogProb(↓):   0.001513
Path Entropy(↓):  0.013071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the carpool director
Start Entity:     Carpool
Gold Answer:      [['Paddy Chayefsky', 'Erich Segal', 'Ed. Weinberger', 'Stan Daniels', 'Dale Wasserman', 'Ira Wallach', 'Marvin Worth', 'Neil Simon', 'Leslie Dixon', 'Bruce Jay Friedman', 'Gene Wilder', 'Martin Cruz Smith', 'Bud Shrake', 'William Bradford Huie', 'Andrew Bergman', 'Bernard Slade', 'Israel Horovitz', 'Leo Gordon', 'Steve Shagan', 'Carlotta Monti', 'Bob Merrill']]
Predicted Ans:    Leo Gordon
Predicted Path:   Carpool --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> Tobruk --[written_by]--> Leo Gordon
Path (Raw):       Carpool --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> Tobruk --[written_by]--> Leo Gordon
Neg LogProb(↓):   1.314056
Path Entropy(↓):  1.568298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie s. o. s. eisberg
Start Entity:     S.O.S. Eisberg
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   S.O.S. Eisberg --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Path (Raw):       S.O.S. Eisberg --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Neg LogProb(↓):   1.438440
Path Entropy(↓):  2.876254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with frederick treves
Start Entity:     Frederick Treves
Gold Answer:      [['Steve Lawson', 'Bernard Pomerance', 'David Lynch', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu']]
Predicted Ans:    Eric Bergren
Predicted Path:   Frederick Treves --[(INV) written_by]--> The Elephant Man --[written_by]--> Eric Bergren
Path (Raw):       Frederick Treves --[No Operation]--> Frederick Treves --[(INV) written_by]--> The Elephant Man --[written_by]--> Eric Bergren
Neg LogProb(↓):   1.071577
Path Entropy(↓):  1.636608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the sweet home director
Start Entity:     Sweet Home
Gold Answer:      [['Kiyoshi Kurosawa', 'Wes Craven', 'Paul Golding', 'Ray Wright']]
Predicted Ans:    Kiyoshi Kurosawa
Predicted Path:   Sweet Home --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Bright Future --[written_by]--> Kiyoshi Kurosawa
Path (Raw):       Sweet Home --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Bright Future --[written_by]--> Kiyoshi Kurosawa
Neg LogProb(↓):   0.645886
Path Entropy(↓):  1.339791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by bruce lee
Start Entity:     Bruce Lee
Gold Answer:      [['Robert Clouse']]
Predicted Ans:    Robert Clouse
Predicted Path:   Bruce Lee --[(INV) directed_by]--> Game of Death --[written_by]--> Robert Clouse
Path (Raw):       Bruce Lee --[No Operation]--> Bruce Lee --[(INV) directed_by]--> Game of Death --[written_by]--> Robert Clouse
Neg LogProb(↓):   0.000153
Path Entropy(↓):  0.001570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the grand maneuver
Start Entity:     The Grand Maneuver
Gold Answer:      [['1944', '1942', '1938', '1947', '1941']]
Predicted Ans:    1944
Predicted Path:   The Grand Maneuver --[starred_actors]--> Michèle Morgan --[(INV) starred_actors]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       The Grand Maneuver --[starred_actors]--> Michèle Morgan --[(INV) starred_actors]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   0.264693
Path Entropy(↓):  0.690226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of demetrius and the gladiators
Start Entity:     Demetrius and the Gladiators
Gold Answer:      [['The Egyptian', 'White Banners', 'Green Light', 'David and Bathsheba', 'Three Brave Men', 'Magnificent Obsession', 'Pinky', 'Forever Amber', 'Ten North Frederick', 'The Robe', 'How Green Was My Valley']]
Predicted Ans:    How Green Was My Valley
Predicted Path:   Demetrius and the Gladiators --[written_by]--> Philip Dunne --[(INV) written_by]--> How Green Was My Valley
Path (Raw):       Demetrius and the Gladiators --[No Operation]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne --[(INV) written_by]--> How Green Was My Valley
Neg LogProb(↓):   0.018671
Path Entropy(↓):  0.117882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie i don't want to be a man
Start Entity:     I Don't Want to Be a Man
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   I Don't Want to Be a Man --[written_by]--> Ernst Lubitsch --[(INV) written_by]--> If I Had a Million --[release_year]--> 1932
Path (Raw):       I Don't Want to Be a Man --[written_by]--> Ernst Lubitsch --[(INV) written_by]--> If I Had a Million --[release_year]--> 1932
Neg LogProb(↓):   0.012081
Path Entropy(↓):  0.065074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by lorraine toussaint were directed by who
Start Entity:     Lorraine Toussaint
Gold Answer:      [['Bill Forsyth']]
Predicted Ans:    Bill Forsyth
Predicted Path:   Lorraine Toussaint --[(INV) starred_actors]--> Breaking In --[directed_by]--> Bill Forsyth
Path (Raw):       Lorraine Toussaint --[No Operation]--> Lorraine Toussaint --[(INV) starred_actors]--> Breaking In --[directed_by]--> Bill Forsyth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the creature wasn't nice
Start Entity:     The Creature Wasn't Nice
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   The Creature Wasn't Nice --[written_by]--> Bruce Kimmel --[(INV) written_by]--> The First Nudie Musical --[release_year]--> 1976
Path (Raw):       The Creature Wasn't Nice --[written_by]--> Bruce Kimmel --[(INV) written_by]--> The First Nudie Musical --[release_year]--> 1976
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of policeman
Start Entity:     Policeman
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Policeman --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Policeman --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.053473
Path Entropy(↓):  4.679352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in alice in wonderland
Start Entity:     Alice in Wonderland
Gold Answer:      [['Sam Wood', 'William A. Seiter', 'Cecil B. DeMille', 'Norman Taurog', 'Delmer Daves', 'Franco Zeffirelli', 'Lasse Hallström', 'Clare Peploe', 'James Cruze', 'William A. Wellman', 'John Badham', "Thaddeus O'Sullivan", 'Don Bluth', 'Gore Verbinski', 'Thom Eberhardt', 'Lewis Milestone', 'Otto Preminger', 'Julian Jarrold', 'Bille August', 'Doug Lefler', 'Jonathan Glazer', 'Laurence Dunmore', 'David Koepp', 'Rand Ravich', 'Ernst Lubitsch', 'David Frankel', 'John Waters', 'Jim Jarmusch', 'Stephen Roberts', 'Jonathan Levine', 'Tom Holland', 'George Bowers', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'Wally Pfister', 'Delbert Mann', 'Iain Softley', 'William Wyler', 'Jakob Schuh', 'Max Lang', 'Josef von Sternberg', 'H. Bruce Humberstone', 'Clarence Brown', 'Jerry Zucker', 'Roger Donaldson', 'Fritz Lang', 'Clive Donner', 'Mike Newell', 'Lone Scherfig', 'Martin Scorsese', 'Mike Johnson', 'Cary Fukunaga', 'Jack Nicholson', 'James Kirkwood', 'Jonathan Demme', 'Barry Levinson', 'Richard Benjamin', 'Roman Polanski', 'Billy Wilder', 'Rip Torn', 'Anthony Mann', 'James Dearden', 'Trevor Nunn', 'Steve Rash', 'Bruce Robinson', 'Isabel Coixet', 'Robert Rossen', 'Herbert Ross', 'David Cronenberg', 'Hamilton Luske', 'Tom Hooper', 'Richard Pearce', 'Ulu Grosbard', 'Emir Kusturica', 'Melvin Frank', 'Tim Burton', 'Jack Donohue', 'Michael Brandt', 'Chandran Rutnam', 'Norman Z. McLeod', 'Barbara Kopple', 'Michael Petroni', 'Howard Hawks', 'Burt Kennedy', 'Alexandre Aja', 'Rodrigo García', 'Kari Skogland', 'Donald Petrie', 'Rouben Mamoulian', 'Kenneth Branagh', 'James Hawes', 'Henry Hathaway', 'Robert Aldrich', 'King Vidor', 'Karl Malden', 'Penny Marshall', 'Franklin J. Schaffner', 'Barry Sonnenfeld', 'Henry King', 'William A. Fraker', 'Vadim Perelman', 'Gus Van Sant', 'Marc Forster', 'Charles Sturridge', 'Hugh Wilson', 'Hans Canosa', 'Kevin Rodney Sullivan', 'Brad Anderson', 'Paul Greengrass', 'Norman Jewison', 'David Fincher', 'Charles Vidor', 'John Curran', 'Florian Henckel von Donnersmarck', 'Richard Attenborough', 'E. Elias Merhige', 'Philip Dunne', 'Peter Markle', 'Michael Anderson', 'Bob Clark', 'Clyde Geronimi', 'Mitch Davis', 'Frank Borzage', 'Emile Ardolino', 'Raoul Walsh', 'Claude Lelouch', 'Randal Kleiser', 'André De Toth', 'Gary Goldman', 'Aku Louhimies', 'Anthony Stacchi', 'Graham Annable', 'Frank Capra', 'Anatole Litvak', 'Jonathan Lynn', 'Richard Ayoade', 'Christian Duguay', 'Raymond Bernard', 'Terry Gilliam', 'Johnny Depp', 'Gus Meins', 'John Dahl', 'Gary Fleder', 'Steven Zaillian', 'Wilfred Jackson', 'Howard Zieff', 'Steven Spielberg', 'Robert Zemeckis', 'Garry Marshall', 'H.C. Potter', 'Fred Zinnemann', 'David Hugh Jones', 'Robert Rodriguez', 'Gary Winick', 'Robert Iscove', 'Richard Boleslawski', 'John Irvin', 'Robert Stevenson', 'Jeremy Leven', 'Rob Reiner', 'Stuart Heisler']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Alice in Wonderland --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Path (Raw):       Alice in Wonderland --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Neg LogProb(↓):   0.988702
Path Entropy(↓):  2.005410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed divergent
Start Entity:     Divergent
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Divergent --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[has_genre]--> Drama
Path (Raw):       Divergent --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[has_genre]--> Drama
Neg LogProb(↓):   0.693161
Path Entropy(↓):  0.693320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is dr. goldfoot and the girl bombs in
Start Entity:     Dr. Goldfoot and the Girl Bombs
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Dr. Goldfoot and the Girl Bombs --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Dr. Goldfoot and the Girl Bombs --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.766387
Path Entropy(↓):  3.275098
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of born romantic
Start Entity:     Born Romantic
Gold Answer:      [['David Kane']]
Predicted Ans:    David Kane
Predicted Path:   Born Romantic --[written_by]--> David Kane --[(INV) written_by]--> Born Romantic --[written_by]--> David Kane
Path (Raw):       Born Romantic --[written_by]--> David Kane --[(INV) written_by]--> Born Romantic --[written_by]--> David Kane
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the garden of the finzi - continis
Start Entity:     The Garden of the Finzi-Continis
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Garden of the Finzi-Continis --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[has_genre]--> Comedy
Path (Raw):       The Garden of the Finzi-Continis --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[has_genre]--> Comedy
Neg LogProb(↓):   0.465952
Path Entropy(↓):  1.072804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by antti jokinen starred who
Start Entity:     Antti Jokinen
Gold Answer:      [['Jeffrey Dean Morgan', 'Liisi Tandefelt', 'Christopher Lee', 'Hilary Swank']]
Predicted Ans:    Christopher Lee
Predicted Path:   Antti Jokinen --[(INV) written_by]--> The Resident --[starred_actors]--> Christopher Lee
Path (Raw):       Antti Jokinen --[No Operation]--> Antti Jokinen --[(INV) written_by]--> The Resident --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.012207
Path Entropy(↓):  0.078758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with anne alvaro
Start Entity:     Anne Alvaro
Gold Answer:      [['Alain Chabat', 'Agnès Jaoui', 'Gérard Depardieu']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   Anne Alvaro --[(INV) starred_actors]--> Danton --[starred_actors]--> Gérard Depardieu
Path (Raw):       Anne Alvaro --[No Operation]--> Anne Alvaro --[(INV) starred_actors]--> Danton --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.009650
Path Entropy(↓):  0.056602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in this is 40
Start Entity:     This Is 40
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   This Is 40 --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[has_genre]--> Comedy
Path (Raw):       This Is 40 --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[has_genre]--> Comedy
Neg LogProb(↓):   0.860331
Path Entropy(↓):  1.925407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with yes in
Start Entity:     Yes
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Yes --[directed_by]--> Sally Potter --[(INV) directed_by]--> The Man Who Cried --[in_language]--> French
Path (Raw):       Yes --[directed_by]--> Sally Potter --[(INV) directed_by]--> The Man Who Cried --[in_language]--> French
Neg LogProb(↓):   0.013658
Path Entropy(↓):  0.074689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the caller
Start Entity:     The Caller
Gold Answer:      [['Matthew Parkhill']]
Predicted Ans:    Matthew Parkhill
Predicted Path:   The Caller --[directed_by]--> Matthew Parkhill --[(INV) directed_by]--> The Caller --[directed_by]--> Matthew Parkhill
Path (Raw):       The Caller --[directed_by]--> Matthew Parkhill --[(INV) directed_by]--> The Caller --[directed_by]--> Matthew Parkhill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by nightmare
Start Entity:     nightmare
Gold Answer:      [['A Nightmare on Elm Street']]
Predicted Ans:    A Nightmare on Elm Street
Predicted Path:   nightmare --[(INV) has_tags]--> A Nightmare on Elm Street --[has_tags]--> freddy krueger --[(INV) has_tags]--> A Nightmare on Elm Street
Path (Raw):       nightmare --[(INV) has_tags]--> A Nightmare on Elm Street --[has_tags]--> freddy krueger --[(INV) has_tags]--> A Nightmare on Elm Street
Neg LogProb(↓):   1.405352
Path Entropy(↓):  1.477108
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of keep the lights on
Start Entity:     Keep the Lights On
Gold Answer:      [['Open Hearts', 'Applause']]
Predicted Ans:    Keep the Lights On
Predicted Path:   Keep the Lights On --[starred_actors]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On
Path (Raw):       Keep the Lights On --[starred_actors]--> Paprika Steen --[No Operation]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On
Neg LogProb(↓):   0.000735
Path Entropy(↓):  0.006909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by scott weinger were released in which years
Start Entity:     Scott Weinger
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Scott Weinger --[(INV) starred_actors]--> Aladdin --[release_year]--> 1992
Path (Raw):       Scott Weinger --[No Operation]--> Scott Weinger --[(INV) starred_actors]--> Aladdin --[release_year]--> 1992
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by an invisible sign actors
Start Entity:     An Invisible Sign
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   An Invisible Sign --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Path (Raw):       An Invisible Sign --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Neg LogProb(↓):   0.001764
Path Entropy(↓):  0.014086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of thunderbirds
Start Entity:     Thunderbirds
Gold Answer:      [['Jonathan Frakes']]
Predicted Ans:    Jonathan Frakes
Predicted Path:   Thunderbirds --[directed_by]--> Jonathan Frakes --[(INV) directed_by]--> Clockstoppers --[directed_by]--> Jonathan Frakes
Path (Raw):       Thunderbirds --[directed_by]--> Jonathan Frakes --[(INV) directed_by]--> Clockstoppers --[directed_by]--> Jonathan Frakes
Neg LogProb(↓):   0.340554
Path Entropy(↓):  0.600916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film before the rain was directed by who
Start Entity:     Before the Rain
Gold Answer:      [['Milcho Manchevski']]
Predicted Ans:    Milcho Manchevski
Predicted Path:   Before the Rain --[directed_by]--> Milcho Manchevski --[(INV) directed_by]--> Dust --[directed_by]--> Milcho Manchevski
Path (Raw):       Before the Rain --[directed_by]--> Milcho Manchevski --[(INV) directed_by]--> Dust --[directed_by]--> Milcho Manchevski
Neg LogProb(↓):   0.007803
Path Entropy(↓):  0.050868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor alex rocco acted together with who
Start Entity:     Alex Rocco
Gold Answer:      [['Vin Diesel', 'Len Cariou', 'Katherine Helmond', 'Lukas Haas']]
Predicted Ans:    Katherine Helmond
Predicted Path:   Alex Rocco --[(INV) starred_actors]--> Lady in White --[starred_actors]--> Katherine Helmond
Path (Raw):       Alex Rocco --[No Operation]--> Alex Rocco --[(INV) starred_actors]--> Lady in White --[starred_actors]--> Katherine Helmond
Neg LogProb(↓):   0.077785
Path Entropy(↓):  0.279663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote return of the seven
Start Entity:     Return of the Seven
Gold Answer:      [['Sidney Lumet', 'John Flynn', 'David R. Ellis', 'Roland Joffé', 'William Lustig', 'Larry Cohen', 'Richard T. Heffron']]
Predicted Ans:    Larry Cohen
Predicted Path:   Return of the Seven --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[directed_by]--> Larry Cohen
Path (Raw):       Return of the Seven --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[directed_by]--> Larry Cohen
Neg LogProb(↓):   1.076525
Path Entropy(↓):  1.928991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of gardens of the night
Start Entity:     Gardens of the Night
Gold Answer:      [['Chris Rock', 'Jonathan Pryce', 'James Spader', 'Ione Skye', 'Ellen Barkin', 'Laurence Fishburne', 'Anthony Hopkins', 'Jeff Bridges', 'Barry Brown', 'Frank Langella', 'Dexter Fletcher']]
Predicted Ans:    John Malkovich
Predicted Path:   Gardens of the Night --[directed_by]--> Damian Harris --[(INV) directed_by]--> Gardens of the Night --[starred_actors]--> John Malkovich
Path (Raw):       Gardens of the Night --[directed_by]--> Damian Harris --[(INV) directed_by]--> Gardens of the Night --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.276029
Path Entropy(↓):  0.952662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with kitty fall under
Start Entity:     Kitty
Gold Answer:      [['Drama', 'Musical', 'History', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Kitty --[written_by]--> Karl Tunberg --[(INV) written_by]--> Kitty --[has_genre]--> Drama
Path (Raw):       Kitty --[written_by]--> Karl Tunberg --[(INV) written_by]--> Kitty --[has_genre]--> Drama
Neg LogProb(↓):   0.400342
Path Entropy(↓):  0.970976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed three on a match
Start Entity:     Three on a Match
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Three on a Match --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       Three on a Match --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   1.467366
Path Entropy(↓):  2.275650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie lovers and other strangers released
Start Entity:     Lovers and Other Strangers
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Lovers and Other Strangers --[release_year]--> 1970 --[(INV) release_year]--> Tribes --[release_year]--> 1970
Path (Raw):       Lovers and Other Strangers --[release_year]--> 1970 --[(INV) release_year]--> Tribes --[release_year]--> 1970
Neg LogProb(↓):   2.940996
Path Entropy(↓):  4.283551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by evan jones fall under
Start Entity:     Evan Jones
Gold Answer:      [['Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Evan Jones --[(INV) written_by]--> Wake in Fright --[has_genre]--> Thriller
Path (Raw):       Evan Jones --[No Operation]--> Evan Jones --[(INV) written_by]--> Wake in Fright --[has_genre]--> Thriller
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by runar runarsson were released in which years
Start Entity:     Rúnar Rúnarsson
Gold Answer:      [['2011', '1997']]
Predicted Ans:    1997
Predicted Path:   Rúnar Rúnarsson --[(INV) written_by]--> Volcano --[release_year]--> 1997
Path (Raw):       Rúnar Rúnarsson --[No Operation]--> Rúnar Rúnarsson --[(INV) written_by]--> Volcano --[release_year]--> 1997
Neg LogProb(↓):   0.565224
Path Entropy(↓):  0.687116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote mommie dearest
Start Entity:     Mommie Dearest
Gold Answer:      [['Hal Ashby', 'Karel Reisz', 'Ted Kotcheff', 'Martin Scorsese', 'John Erman', 'Sylvie Verheyde']]
Predicted Ans:    Karel Reisz
Predicted Path:   Mommie Dearest --[written_by]--> Robert Getchell --[(INV) written_by]--> Sweet Dreams --[directed_by]--> Karel Reisz
Path (Raw):       Mommie Dearest --[written_by]--> Robert Getchell --[(INV) written_by]--> Sweet Dreams --[directed_by]--> Karel Reisz
Neg LogProb(↓):   0.538018
Path Entropy(↓):  1.321812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer jim agnew
Start Entity:     Jim Agnew
Gold Answer:      [['Richard Basehart', 'George C. Scott', 'Rachel Nichols', 'Max Ryan', 'Nicolas Cage', 'Barnard Hughes', 'Martin Sheen']]
Predicted Ans:    Nicolas Cage
Predicted Path:   Jim Agnew --[(INV) written_by]--> Rage --[starred_actors]--> Nicolas Cage
Path (Raw):       Jim Agnew --[No Operation]--> Jim Agnew --[(INV) written_by]--> Rage --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   0.291996
Path Entropy(↓):  0.782649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by takers actors
Start Entity:     Takers
Gold Answer:      [['James V. Simpson', 'Don Calame', 'Charles S. Haas', 'James McBride', 'David Mamet', 'Alan Ormsby', 'Joyce Maynard', 'Michelle Morgan', 'Bent Hamer', 'Gus Van Sant', 'Stan Seidel', 'Greg Coolidge', 'Francis Ford Coppola', 'Preston A. Whitmore II', 'James Fogle', 'Daniel Yost', 'Joby Harold', 'Buck Henry', 'Adam Minarovich', 'David Henry Hwang', 'Emmanuel Benbihy', 'Neal Marshall', 'Laurie Collyer', 'Tim Hunter', 'Steven Gould', 'Garry Marshall', 'Jonathan Sobol', 'Natalie Portman', 'Matt Dillon', 'Dalene Young', 'Kimi Peck', 'S.E. Hinton', 'Charles Bukowski', 'Billy Ray', 'Chris Conroy']]
Predicted Ans:    Buck Henry
Predicted Path:   Takers --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> To Die For --[written_by]--> Buck Henry
Path (Raw):       Takers --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> To Die For --[written_by]--> Buck Henry
Neg LogProb(↓):   1.766867
Path Entropy(↓):  2.719646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in pipe dream
Start Entity:     Pipe Dream
Gold Answer:      [['Martin Donovan']]
Predicted Ans:    Martin Donovan
Predicted Path:   Pipe Dream --[starred_actors]--> Martin Donovan --[(INV) starred_actors]--> Pipe Dream --[starred_actors]--> Martin Donovan
Path (Raw):       Pipe Dream --[starred_actors]--> Martin Donovan --[(INV) starred_actors]--> Pipe Dream --[starred_actors]--> Martin Donovan
Neg LogProb(↓):   0.059755
Path Entropy(↓):  0.297288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by janne hyytiainen fall under
Start Entity:     Janne Hyytiäinen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Janne Hyytiäinen --[(INV) starred_actors]--> Lights in the Dusk --[has_genre]--> Drama
Path (Raw):       Janne Hyytiäinen --[No Operation]--> Janne Hyytiäinen --[(INV) starred_actors]--> Lights in the Dusk --[has_genre]--> Drama
Neg LogProb(↓):   0.000371
Path Entropy(↓):  0.003299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor fred savage starred together with who
Start Entity:     Fred Savage
Gold Answer:      [['Judge Reinhold', 'Jay Underwood', 'Lucy Deakins', 'Howie Mandel', 'Bonnie Bedelia']]
Predicted Ans:    Bonnie Bedelia
Predicted Path:   Fred Savage --[(INV) starred_actors]--> The Boy Who Could Fly --[starred_actors]--> Bonnie Bedelia
Path (Raw):       Fred Savage --[No Operation]--> Fred Savage --[(INV) starred_actors]--> The Boy Who Could Fly --[starred_actors]--> Bonnie Bedelia
Neg LogProb(↓):   0.190121
Path Entropy(↓):  0.554125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was feeling minnesota released
Start Entity:     Feeling Minnesota
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Feeling Minnesota --[release_year]--> 1996 --[(INV) release_year]--> Forest Warrior --[release_year]--> 1996
Path (Raw):       Feeling Minnesota --[release_year]--> 1996 --[(INV) release_year]--> Forest Warrior --[release_year]--> 1996
Neg LogProb(↓):   1.587804
Path Entropy(↓):  3.122028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of for pete's sake
Start Entity:     For Pete's Sake
Gold Answer:      [['Icelandic', 'English']]
Predicted Ans:    Icelandic
Predicted Path:   For Pete's Sake --[directed_by]--> Peter Yates --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Path (Raw):       For Pete's Sake --[directed_by]--> Peter Yates --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.000130
Path Entropy(↓):  0.001449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by tori spelling
Start Entity:     Tori Spelling
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tori Spelling --[(INV) starred_actors]--> Trick --[has_genre]--> Comedy
Path (Raw):       Tori Spelling --[No Operation]--> Tori Spelling --[(INV) starred_actors]--> Trick --[has_genre]--> Comedy
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is the impossible
Start Entity:     The Impossible
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Impossible --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Impossible --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.420307
Path Entropy(↓):  4.575740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed bio - dome
Start Entity:     Bio-Dome
Gold Answer:      [['Reese Witherspoon', 'Paul Rudd']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Bio-Dome --[directed_by]--> Jason Bloom --[(INV) directed_by]--> Overnight Delivery --[starred_actors]--> Reese Witherspoon
Path (Raw):       Bio-Dome --[directed_by]--> Jason Bloom --[(INV) directed_by]--> Overnight Delivery --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.093398
Path Entropy(↓):  0.304342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie mars needs moms in a few words
Start Entity:     Mars Needs Moms
Gold Answer:      [['mars', 'story']]
Predicted Ans:    mars
Predicted Path:   Mars Needs Moms --[has_tags]--> mars --[(INV) has_tags]--> Capricorn One --[has_tags]--> mars
Path (Raw):       Mars Needs Moms --[has_tags]--> mars --[(INV) has_tags]--> Capricorn One --[has_tags]--> mars
Neg LogProb(↓):   0.097624
Path Entropy(↓):  0.312551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the roaring twenties
Start Entity:     The Roaring Twenties
Gold Answer:      [['The Hustler', 'The Sea Wolf', 'Edge of Darkness', 'They Came to Cordura', 'Alexander the Great', "All the King's Men", 'The Strange Love of Martha Ivers', 'Lilith', 'Captains of the Clouds']]
Predicted Ans:    The Roaring Twenties
Predicted Path:   The Roaring Twenties --[written_by]--> Robert Rossen --[(INV) written_by]--> The Roaring Twenties
Path (Raw):       The Roaring Twenties --[written_by]--> Robert Rossen --[(INV) written_by]--> The Roaring Twenties --[No Operation]--> The Roaring Twenties
Neg LogProb(↓):   1.005831
Path Entropy(↓):  2.089886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the the beguiled director
Start Entity:     The Beguiled
Gold Answer:      [['Jack Finney', 'Howard Rodman', 'Aleksandr Gordon', 'Richard Dougherty', 'Ernest Hemingway', 'Glendon Swarthout', 'David Mamet', 'Andrei Tarkovsky', 'Leigh Vance', 'Clive Egleton', 'Scott Hale', 'Miles Hood Swarthout', 'Daniel Mainwaring', 'Abraham Polonsky', 'Anthony Veiller', 'Walter Wager', 'Clair Huffaker', 'Richard Wormser', 'Barry Reed', 'Collier Young', 'Ida Lupino', 'Peter Milne', 'Israel Zangwill']]
Predicted Ans:    David Mamet
Predicted Path:   The Beguiled --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Verdict --[written_by]--> David Mamet
Path (Raw):       The Beguiled --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Verdict --[written_by]--> David Mamet
Neg LogProb(↓):   1.735398
Path Entropy(↓):  1.533343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of american wedding
Start Entity:     American Wedding
Gold Answer:      [['Chris Weitz']]
Predicted Ans:    Chris Weitz
Predicted Path:   American Wedding --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie --[directed_by]--> Chris Weitz
Path (Raw):       American Wedding --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie --[directed_by]--> Chris Weitz
Neg LogProb(↓):   0.004798
Path Entropy(↓):  0.030348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor meghan ory appeared in the same movie with who
Start Entity:     Meghan Ory
Gold Answer:      [['Matt Cohen', 'Diane Salinger', 'Luke Kleintank', 'Jeffrey Combs']]
Predicted Ans:    Diane Salinger
Predicted Path:   Meghan Ory --[(INV) starred_actors]--> Dark House --[starred_actors]--> Diane Salinger
Path (Raw):       Meghan Ory --[No Operation]--> Meghan Ory --[(INV) starred_actors]--> Dark House --[starred_actors]--> Diane Salinger
Neg LogProb(↓):   0.326253
Path Entropy(↓):  0.845764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of moon child
Start Entity:     Moon Child
Gold Answer:      [['Bunraku', 'Blackhat', 'Little Big Soldier']]
Predicted Ans:    Bunraku
Predicted Path:   Moon Child --[starred_actors]--> Gackt --[(INV) starred_actors]--> Bunraku
Path (Raw):       Moon Child --[No Operation]--> Moon Child --[starred_actors]--> Gackt --[(INV) starred_actors]--> Bunraku
Neg LogProb(↓):   0.495285
Path Entropy(↓):  1.342632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the robe in
Start Entity:     The Robe
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   The Robe --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       The Robe --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.057516
Path Entropy(↓):  0.264204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by lee kirk were released in which years
Start Entity:     Lee Kirk
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Lee Kirk --[(INV) written_by]--> The Giant Mechanical Man --[release_year]--> 2012
Path (Raw):       Lee Kirk --[No Operation]--> Lee Kirk --[(INV) written_by]--> The Giant Mechanical Man --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by michael brandt in
Start Entity:     Michael Brandt
Gold Answer:      [['Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Michael Brandt --[(INV) written_by]--> The Double --[has_genre]--> Comedy
Path (Raw):       Michael Brandt --[No Operation]--> Michael Brandt --[(INV) written_by]--> The Double --[has_genre]--> Comedy
Neg LogProb(↓):   0.002805
Path Entropy(↓):  0.019323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by half moon street actors release
Start Entity:     Half Moon Street
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1979', '1974', '1984', '2007', '1968', '2009', '2010', '2004', '1982', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '2002', '1981', '2012', '2011', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1969', '1965', '1999', '1987', '1986', '1958']]
Predicted Ans:    1984
Predicted Path:   Half Moon Street --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Path (Raw):       Half Moon Street --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[release_year]--> 1984
Neg LogProb(↓):   1.170216
Path Entropy(↓):  2.404326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the wall
Start Entity:     The Wall
Gold Answer:      [['Uli Edel', 'Oskar Roehler', 'Florian Henckel von Donnersmarck', 'Sandra Nettelbeck']]
Predicted Ans:    Florian Henckel von Donnersmarck
Predicted Path:   The Wall --[starred_actors]--> Martina Gedeck --[(INV) starred_actors]--> The Lives of Others --[directed_by]--> Florian Henckel von Donnersmarck
Path (Raw):       The Wall --[starred_actors]--> Martina Gedeck --[(INV) starred_actors]--> The Lives of Others --[directed_by]--> Florian Henckel von Donnersmarck
Neg LogProb(↓):   0.006318
Path Entropy(↓):  0.041881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film school of rock were released in which years
Start Entity:     School of Rock
Gold Answer:      [['1995', '1988', '2001', '2008', '2005', '1993', '1991', '1996', '2006', '2004', '2014', '2011', '2013']]
Predicted Ans:    2006
Predicted Path:   School of Rock --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Fast Food Nation --[release_year]--> 2006
Path (Raw):       School of Rock --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Fast Food Nation --[release_year]--> 2006
Neg LogProb(↓):   0.889445
Path Entropy(↓):  1.831969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie pay it forward
Start Entity:     Pay It Forward
Gold Answer:      [['Charles Haid', 'Michael Steinberg', 'Jan de Bont', 'Wolfgang Petersen', 'Clint Eastwood', 'Lasse Hallström', 'Kevin Spacey', 'Dayyan Eng', 'Andrew Stanton', 'Jonas Pate', 'Duncan Jones', 'Peter Hastings', "Thaddeus O'Sullivan", 'David J. Burke', 'George Huang', 'James L. Brooks', 'Grant Heslov', 'Henry Hathaway', 'Helen Hunt', 'George Hickenlooper', 'Trent Cooper', 'Sean McNamara', 'Alan Parker', 'Nancy Meyers', 'Joel Schumacher', 'Robert Luketic', 'Yurek Bogayevicz', 'Kevin Smith', 'Bryan Singer', 'George Butler', 'Curtis Hanson', 'Ted Demme', 'Steven Spielberg', 'J.C. Chandor', 'Neal Jimenez', 'Charles Band', 'Iain Softley', 'Ben Lewin', 'Dick Lowry', 'Norman Jewison', 'M. Night Shyamalan', 'Seth Gordon', 'John Lasseter', 'F. Gary Gray', 'Barbet Schroeder', 'Sam Mendes', 'Alan J. Pakula', 'Tim McCanlies']]
Predicted Ans:    Alan Parker
Predicted Path:   Pay It Forward --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[directed_by]--> Alan Parker
Path (Raw):       Pay It Forward --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.751796
Path Entropy(↓):  1.725451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of chris evans starred movies
Start Entity:     Chris Evans
Gold Answer:      [['Mark Kassen', 'Adam Kassen', 'Griffin Dunne', 'David Ayer', 'Kevin Munroe', 'Brian Robbins', 'Ariel Vromen', 'Joss Whedon']]
Predicted Ans:    Ariel Vromen
Predicted Path:   Chris Evans --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Path (Raw):       Chris Evans --[No Operation]--> Chris Evans --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Neg LogProb(↓):   0.021170
Path Entropy(↓):  0.121681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor ed westwick is a co - star of who
Start Entity:     Ed Westwick
Gold Answer:      [['Daveigh Chase', 'Briana Evigan', 'Bobby Cannavale', 'Michael Paré', 'Famke Janssen']]
Predicted Ans:    Michael Paré
Predicted Path:   Ed Westwick --[(INV) starred_actors]--> 100 Feet --[starred_actors]--> Michael Paré
Path (Raw):       Ed Westwick --[No Operation]--> Ed Westwick --[(INV) starred_actors]--> 100 Feet --[starred_actors]--> Michael Paré
Neg LogProb(↓):   0.321152
Path Entropy(↓):  0.685869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of felicity mason starred movies
Start Entity:     Felicity Mason
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Felicity Mason --[(INV) starred_actors]--> Undead --[release_year]--> 2003
Path (Raw):       Felicity Mason --[No Operation]--> Felicity Mason --[(INV) starred_actors]--> Undead --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of sabata
Start Entity:     Sabata
Gold Answer:      [['Jack Palance', 'Lee Van Cleef']]
Predicted Ans:    Lee Van Cleef
Predicted Path:   Sabata --[written_by]--> Gianfranco Parolini --[(INV) written_by]--> God's Gun --[starred_actors]--> Lee Van Cleef
Path (Raw):       Sabata --[written_by]--> Gianfranco Parolini --[(INV) written_by]--> God's Gun --[starred_actors]--> Lee Van Cleef
Neg LogProb(↓):   0.201448
Path Entropy(↓):  0.609486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by will smith were directed by who
Start Entity:     Will Smith
Gold Answer:      [['Tony Scott', 'Gabriele Muccino', 'Rick Rosenthal', 'Alex Proyas', 'Peter Berg', 'Roland Emmerich', 'Richard Benjamin', 'Robert Redford', 'Andy Tennant', 'John Requa', 'Glenn Ficarra', 'Michael Mann', 'M. Night Shyamalan', 'Michael Bay', 'Aleksi Mäkelä', 'Barry Sonnenfeld', 'Francis Lawrence']]
Predicted Ans:    Barry Sonnenfeld
Predicted Path:   Will Smith --[(INV) starred_actors]--> Men in Black --[directed_by]--> Barry Sonnenfeld
Path (Raw):       Will Smith --[No Operation]--> Will Smith --[(INV) starred_actors]--> Men in Black --[directed_by]--> Barry Sonnenfeld
Neg LogProb(↓):   0.366227
Path Entropy(↓):  0.952507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film whitewash
Start Entity:     Whitewash
Gold Answer:      [['William Friedkin', 'Jake Goldberger', 'Sam Raimi', 'Phil Traill', 'Alexander Payne', 'Noam Murro']]
Predicted Ans:    Sam Raimi
Predicted Path:   Whitewash --[starred_actors]--> Thomas Haden Church --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Path (Raw):       Whitewash --[starred_actors]--> Thomas Haden Church --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.011068
Path Entropy(↓):  0.063215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by zac efron fall under
Start Entity:     Zac Efron
Gold Answer:      [['Drama', 'Thriller', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Zac Efron --[(INV) starred_actors]--> That Awkward Moment --[has_genre]--> Comedy
Path (Raw):       Zac Efron --[No Operation]--> Zac Efron --[(INV) starred_actors]--> That Awkward Moment --[has_genre]--> Comedy
Neg LogProb(↓):   0.947516
Path Entropy(↓):  1.115924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of brother rat starred who
Start Entity:     Brother Rat
Gold Answer:      [['Errol Flynn', 'Jack Benny', 'Lyle Talbot', 'Monty Woolley', 'Preston Foster', 'Olivia de Havilland', 'Barbara Stanwyck', 'James Cagney', 'Shirley Temple', 'Ann Sheridan', 'Bette Davis', 'Warren William', 'Harry Treadaway', 'Lili Damita', 'Claude Rains', 'Basil Rathbone', 'Rose Leslie', 'Franchot Tone']]
Predicted Ans:    Bette Davis
Predicted Path:   Brother Rat --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Path (Raw):       Brother Rat --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.047327
Path Entropy(↓):  0.203330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of captain blood starred who
Start Entity:     Captain Blood
Gold Answer:      [['Bing Crosby', 'Joan Caulfield', 'Elvis Presley', 'Joan Bennett', 'Cary Grant', 'Trevor Howard', 'George Brent', 'Bette Davis', 'Joe Morton', 'Patricia Neal', 'Lauren Bacall', 'Walter Connolly', 'James Cagney', 'Edward G. Robinson', 'Walter Matthau', 'Brenda Marshall', 'Ruth Chatterton', 'Eve Arden', 'Stuart Whitman', 'Miriam Hopkins', 'Ronald Reagan', 'Fay Wray', 'Ida Lupino', "Pat O'Brien", 'Stefania Sandrelli', 'Nehemiah Persoff', 'Robert De Niro', 'Claude Rains', 'William Holden', 'Sean Penn', 'Wayne Morris', 'William Frawley', 'Rex Ingram', 'Tony Randall', 'Eddie Hodges', 'Archie Moore', 'Walter Huston', 'Danny Kaye', 'Rosemary Clooney', 'Sydney Greenstreet', 'Lee Tracy', 'Alexander Knox', 'Alexis Smith', "George O'Brien", 'Michael Wilding', 'Allen Payne', 'Ina Balin', 'Richard Whorf', 'Karen Morley', 'Jeffrey Lynn', 'Paul Henreid', 'William Gargan', 'George Murphy', 'Doris Day', 'Audrey Totter', 'Glenda Farrell', 'Frank McHugh', 'Zachary Scott', 'Olivia de Havilland', 'Errol Flynn', 'Donald Crisp', 'Joan Crawford', 'John Wayne', 'Philip Dorn', 'Kirk Douglas', 'Lionel Atwill', 'Edmund Gwenn', 'Paul Muni', 'Humphrey Bogart', 'Dennis Morgan', 'Mickey Rooney', 'Ginny Simms', 'Aldo Ray', 'Sophia Loren', 'Basil Rathbone', 'Randolph Scott', 'Hoagy Carmichael', 'Eddie Griffin', 'Monty Woolley', 'Raymond Massey', 'Jack Carson', 'Ann Sheridan', 'Demi Moore', 'Alan Hale', 'Peter Ustinov', 'Ingrid Bergman', 'Joan Leslie', 'William Powell', 'David Brian', 'Dolores Costello', 'Carolyn Jones', 'Michèle Morgan', 'John Garfield', 'Boris Karloff', 'Jean Simmons', 'Spencer Tracy']]
Predicted Ans:    Joan Crawford
Predicted Path:   Captain Blood --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Path (Raw):       Captain Blood --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.801028
Path Entropy(↓):  1.811135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by mortimer offner were released in which years
Start Entity:     Mortimer Offner
Gold Answer:      [['1937', '1935']]
Predicted Ans:    1935
Predicted Path:   Mortimer Offner --[(INV) written_by]--> Alice Adams --[release_year]--> 1935
Path (Raw):       Mortimer Offner --[No Operation]--> Mortimer Offner --[(INV) written_by]--> Alice Adams --[release_year]--> 1935
Neg LogProb(↓):   0.237436
Path Entropy(↓):  0.515796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with gunnel lindblom
Start Entity:     Gunnel Lindblom
Gold Answer:      [['Bibi Andersson', 'Harriet Andersson', 'Ingrid Thulin']]
Predicted Ans:    Bibi Andersson
Predicted Path:   Gunnel Lindblom --[(INV) starred_actors]--> The Girls --[starred_actors]--> Bibi Andersson
Path (Raw):       Gunnel Lindblom --[No Operation]--> Gunnel Lindblom --[(INV) starred_actors]--> The Girls --[starred_actors]--> Bibi Andersson
Neg LogProb(↓):   0.303582
Path Entropy(↓):  0.780476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by billie burke
Start Entity:     Billie Burke
Gold Answer:      [['William Makepeace Thackeray', 'Eric Hatch', 'Thorne Smith', 'Francis Edward Faragoh', 'Adolph Green', 'Betty Comden', 'Ferenc Molnár', 'Jack Jevne', 'Eddie Moran', 'Langdon Mitchell']]
Predicted Ans:    Jack Jevne
Predicted Path:   Billie Burke --[(INV) starred_actors]--> Merrily We Live --[written_by]--> Jack Jevne
Path (Raw):       Billie Burke --[No Operation]--> Billie Burke --[(INV) starred_actors]--> Merrily We Live --[written_by]--> Jack Jevne
Neg LogProb(↓):   0.853927
Path Entropy(↓):  0.945570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in kal ho naa ho
Start Entity:     Kal Ho Naa Ho
Gold Answer:      [['Preity Zinta', 'Saif Ali Khan']]
Predicted Ans:    Preity Zinta
Predicted Path:   Kal Ho Naa Ho --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Veer-Zaara --[starred_actors]--> Preity Zinta
Path (Raw):       Kal Ho Naa Ho --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Veer-Zaara --[starred_actors]--> Preity Zinta
Neg LogProb(↓):   0.620806
Path Entropy(↓):  1.252999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in first snow
Start Entity:     First Snow
Gold Answer:      [['Guy Pearce']]
Predicted Ans:    Guy Pearce
Predicted Path:   First Snow --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> A Slipping-Down Life --[starred_actors]--> Guy Pearce
Path (Raw):       First Snow --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> A Slipping-Down Life --[starred_actors]--> Guy Pearce
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of hal kanter
Start Entity:     Hal Kanter
Gold Answer:      [['Damon Runyon', 'Harry Tugend', 'Tennessee Williams', 'Valentine Davies', 'Vera Caspary', 'Norman Krasna', 'Herbert Baker', 'Robert Riskin']]
Predicted Ans:    Robert Riskin
Predicted Path:   Hal Kanter --[(INV) written_by]--> Pocketful of Miracles --[written_by]--> Robert Riskin
Path (Raw):       Hal Kanter --[No Operation]--> Hal Kanter --[(INV) written_by]--> Pocketful of Miracles --[written_by]--> Robert Riskin
Neg LogProb(↓):   0.582168
Path Entropy(↓):  1.154420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was joseph michael cala the writer of
Start Entity:     Joseph Michael Cala
Gold Answer:      [['Angel']]
Predicted Ans:    Angel
Predicted Path:   Joseph Michael Cala --[(INV) written_by]--> Angel --[written_by]--> Joseph Michael Cala --[(INV) written_by]--> Angel
Path (Raw):       Joseph Michael Cala --[(INV) written_by]--> Angel --[written_by]--> Joseph Michael Cala --[(INV) written_by]--> Angel
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000225
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie batman begins
Start Entity:     Batman Begins
Gold Answer:      [['Christopher Priest', 'Christopher Nolan', 'David S. Goyer', 'Jonathan Nolan', 'Nikolaj Frobenius', 'Erik Skjoldbjærg']]
Predicted Ans:    Erik Skjoldbjærg
Predicted Path:   Batman Begins --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[written_by]--> Erik Skjoldbjærg
Path (Raw):       Batman Begins --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[written_by]--> Erik Skjoldbjærg
Neg LogProb(↓):   1.218724
Path Entropy(↓):  1.930234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by mina shum release
Start Entity:     Mina Shum
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Mina Shum --[(INV) written_by]--> Double Happiness --[release_year]--> 1994
Path (Raw):       Mina Shum --[No Operation]--> Mina Shum --[(INV) written_by]--> Double Happiness --[release_year]--> 1994
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the hangover part ii
Start Entity:     The Hangover Part II
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Hangover Part II --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part II --[has_genre]--> Comedy
Path (Raw):       The Hangover Part II --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part II --[has_genre]--> Comedy
Neg LogProb(↓):   0.013707
Path Entropy(↓):  0.086027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the puffy chair actors release
Start Entity:     The Puffy Chair
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   The Puffy Chair --[starred_actors]--> Mark Duplass --[(INV) starred_actors]--> Humpday --[release_year]--> 2009
Path (Raw):       The Puffy Chair --[starred_actors]--> Mark Duplass --[(INV) starred_actors]--> Humpday --[release_year]--> 2009
Neg LogProb(↓):   0.176908
Path Entropy(↓):  0.467832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of tormented
Start Entity:     Tormented
Gold Answer:      [['Jon Wright']]
Predicted Ans:    Jon Wright
Predicted Path:   Tormented --[directed_by]--> Jon Wright --[(INV) directed_by]--> Tormented --[directed_by]--> Jon Wright
Path (Raw):       Tormented --[directed_by]--> Jon Wright --[(INV) directed_by]--> Tormented --[directed_by]--> Jon Wright
Neg LogProb(↓):   0.759917
Path Entropy(↓):  1.151684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by david e. kelley
Start Entity:     David E. Kelley
Gold Answer:      [['Michael Pressman', 'Steve Miner', 'Bob Clark']]
Predicted Ans:    Bob Clark
Predicted Path:   David E. Kelley --[(INV) written_by]--> From the Hip --[directed_by]--> Bob Clark
Path (Raw):       David E. Kelley --[No Operation]--> David E. Kelley --[(INV) written_by]--> From the Hip --[directed_by]--> Bob Clark
Neg LogProb(↓):   0.495347
Path Entropy(↓):  0.810934
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is frankie and johnny
Start Entity:     Frankie and Johnny
Gold Answer:      [['Musical', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Frankie and Johnny --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Frankie and Johnny --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.221841
Path Entropy(↓):  4.561981
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films written by karyn kusama
Start Entity:     Karyn Kusama
Gold Answer:      [['Michelle Rodriguez']]
Predicted Ans:    Michelle Rodriguez
Predicted Path:   Karyn Kusama --[(INV) written_by]--> Girlfight --[starred_actors]--> Michelle Rodriguez
Path (Raw):       Karyn Kusama --[No Operation]--> Karyn Kusama --[(INV) written_by]--> Girlfight --[starred_actors]--> Michelle Rodriguez
Neg LogProb(↓):   0.002827
Path Entropy(↓):  0.019506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was god told me to released
Start Entity:     God Told Me To
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   God Told Me To --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Path (Raw):       God Told Me To --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Neg LogProb(↓):   1.815520
Path Entropy(↓):  3.260897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of copper mountain
Start Entity:     Copper Mountain
Gold Answer:      [['2012', '2000']]
Predicted Ans:    2000
Predicted Path:   Copper Mountain --[written_by]--> Damian Lee --[(INV) written_by]--> Agent Red --[release_year]--> 2000
Path (Raw):       Copper Mountain --[written_by]--> Damian Lee --[(INV) written_by]--> Agent Red --[release_year]--> 2000
Neg LogProb(↓):   0.000430
Path Entropy(↓):  0.004087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter claire cook co - wrote films with who
Start Entity:     Claire Cook
Gold Answer:      [['Gary David Goldberg']]
Predicted Ans:    Gary David Goldberg
Predicted Path:   Claire Cook --[(INV) written_by]--> Must Love Dogs --[written_by]--> Gary David Goldberg
Path (Raw):       Claire Cook --[No Operation]--> Claire Cook --[(INV) written_by]--> Must Love Dogs --[written_by]--> Gary David Goldberg
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie running out of time were in which languages
Start Entity:     Running Out of Time
Gold Answer:      [['English', 'Chinese']]
Predicted Ans:    Chinese
Predicted Path:   Running Out of Time --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[in_language]--> Chinese
Path (Raw):       Running Out of Time --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[in_language]--> Chinese
Neg LogProb(↓):   0.003840
Path Entropy(↓):  0.026102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in barcelona
Start Entity:     Barcelona
Gold Answer:      [['Mira Sorvino', 'Taylor Nichols', 'Chris Eigeman']]
Predicted Ans:    Mira Sorvino
Predicted Path:   Barcelona --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Barcelona --[starred_actors]--> Mira Sorvino
Path (Raw):       Barcelona --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Barcelona --[starred_actors]--> Mira Sorvino
Neg LogProb(↓):   0.012460
Path Entropy(↓):  0.077663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the house on carroll street were released in which years
Start Entity:     The House on Carroll Street
Gold Answer:      [['1983', '1995', '1963', '2000', '1968', '1948', '1972', '1971', '2012', '1992', '1989', '1973', '1979', '1987', '1981', '1974', '1977']]
Predicted Ans:    1981
Predicted Path:   The House on Carroll Street --[directed_by]--> Peter Yates --[(INV) directed_by]--> Eyewitness --[release_year]--> 1981
Path (Raw):       The House on Carroll Street --[directed_by]--> Peter Yates --[(INV) directed_by]--> Eyewitness --[release_year]--> 1981
Neg LogProb(↓):   1.132169
Path Entropy(↓):  1.624638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by wee willie winkie actors
Start Entity:     Wee Willie Winkie
Gold Answer:      [['George Cukor', 'William Dieterle', 'William A. Seiter', 'John Brahm', 'Maurice Tourneur', 'Irving Cummings', 'Walter Lang', 'Henry Hathaway', 'John Ford', 'Leigh Janiak', 'Allan Dwan', 'Walter Bernstein', 'Richard Wallace', 'Harry Lachman', 'Alexander Hall', 'William Keighley', 'Peter Godfrey', 'John S. Robertson', 'Irving Reis', 'David Butler', 'George Stevens', 'Josef von Sternberg']]
Predicted Ans:    Allan Dwan
Predicted Path:   Wee Willie Winkie --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Path (Raw):       Wee Willie Winkie --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Neg LogProb(↓):   0.743799
Path Entropy(↓):  1.709734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film blackball
Start Entity:     Blackball
Gold Answer:      [['2003', '2005']]
Predicted Ans:    2003
Predicted Path:   Blackball --[written_by]--> Tim Firth --[(INV) written_by]--> Blackball --[release_year]--> 2003
Path (Raw):       Blackball --[written_by]--> Tim Firth --[(INV) written_by]--> Blackball --[release_year]--> 2003
Neg LogProb(↓):   0.389805
Path Entropy(↓):  0.785481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the ride with the devil director
Start Entity:     Ride with the Devil
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Ride with the Devil --[directed_by]--> Ang Lee --[(INV) directed_by]--> Brokeback Mountain --[has_genre]--> Drama
Path (Raw):       Ride with the Devil --[directed_by]--> Ang Lee --[(INV) directed_by]--> Brokeback Mountain --[has_genre]--> Drama
Neg LogProb(↓):   0.756290
Path Entropy(↓):  1.455489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by reinhard klooss
Start Entity:     Reinhard Klooss
Gold Answer:      [['Tony Goldwyn', 'Minnie Driver', 'Jaime Ray Newman', 'Spencer Locke', 'Stephen Fry', 'Glenn Close', 'Kellan Lutz', 'Brian Blessed']]
Predicted Ans:    Glenn Close
Predicted Path:   Reinhard Klooss --[(INV) written_by]--> Tarzan --[starred_actors]--> Glenn Close
Path (Raw):       Reinhard Klooss --[No Operation]--> Reinhard Klooss --[(INV) written_by]--> Tarzan --[starred_actors]--> Glenn Close
Neg LogProb(↓):   0.436494
Path Entropy(↓):  1.098565
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of ghosts of mississippi
Start Entity:     Ghosts of Mississippi
Gold Answer:      [['The Story of Us', 'A Few Good Men', 'Misery', 'And So It Goes', 'North', 'The Bucket List', 'When Harry Met Sally...', 'Rumor Has It...', 'Flipped', 'The American President', 'The Sure Thing', 'The Magic of Belle Isle', 'Stand by Me', 'The Princess Bride']]
Predicted Ans:    Rumor Has It...
Predicted Path:   Ghosts of Mississippi --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It...
Path (Raw):       Ghosts of Mississippi --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[No Operation]--> Rumor Has It...
Neg LogProb(↓):   0.155182
Path Entropy(↓):  0.647680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by paul campion released
Start Entity:     Paul Campion
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Paul Campion --[(INV) written_by]--> The Devil's Rock --[release_year]--> 2011
Path (Raw):       Paul Campion --[No Operation]--> Paul Campion --[(INV) written_by]--> The Devil's Rock --[release_year]--> 2011
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was dirty deeds released
Start Entity:     Dirty Deeds
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Dirty Deeds --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Dirty Deeds --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.705906
Path Entropy(↓):  4.651522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed my name is joe
Start Entity:     My Name Is Joe
Gold Answer:      [['French', 'English', 'Irish', 'Spanish']]
Predicted Ans:    English
Predicted Path:   My Name Is Joe --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Path (Raw):       My Name Is Joe --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Neg LogProb(↓):   0.206457
Path Entropy(↓):  0.490031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie fate is the hunter
Start Entity:     Fate Is the Hunter
Gold Answer:      [['Edward Bernds', 'J. Lee Thompson', 'Barry Shear', 'Fritz Lang', 'Delmer Daves', 'Rudolph Maté', 'Dick Maas', 'Richard Quine', 'Blake Edwards', 'Giulio Paradisi', 'Frank Tashlin', 'George Pal', 'Thomas McCarthy', 'John Ford', 'Jack Smight', 'George Marshall', 'Mark Robson', 'Anthony Mann', 'S. Sylvan Simon', 'Frank Capra', 'Budd Boetticher', 'Simon Wells', 'Michael Gordon', 'Stephan Elliott', 'Wesley Ruggles', 'Jack Cardiff', 'Curtis Bernhardt', 'Samuel Fuller', 'Vincente Minnelli', 'Alfred Hitchcock', 'Peter Tewksbury', 'Roger Corman', 'George Seaton', 'Delbert Mann', 'Norman Tokar', 'Ralph Levy', 'Charles Vidor', 'Joseph H. Lewis', 'Phil Karlson', 'Robert Stevenson', 'Mike Figgis', 'Burt Kennedy']]
Predicted Ans:    Frank Capra
Predicted Path:   Fate Is the Hunter --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       Fate Is the Hunter --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   1.309634
Path Entropy(↓):  2.333353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with out of africa fall under
Start Entity:     Out of Africa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Out of Africa --[written_by]--> Karen Blixen --[(INV) written_by]--> Out of Africa --[has_genre]--> Drama
Path (Raw):       Out of Africa --[written_by]--> Karen Blixen --[(INV) written_by]--> Out of Africa --[has_genre]--> Drama
Neg LogProb(↓):   0.034220
Path Entropy(↓):  0.192693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in don't tempt me
Start Entity:     Don't Tempt Me
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Don't Tempt Me --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Broken Embraces --[has_genre]--> Drama
Path (Raw):       Don't Tempt Me --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Broken Embraces --[has_genre]--> Drama
Neg LogProb(↓):   0.671550
Path Entropy(↓):  1.725268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of stories we tell
Start Entity:     Stories We Tell
Gold Answer:      [['2006', '2011']]
Predicted Ans:    2006
Predicted Path:   Stories We Tell --[directed_by]--> Sarah Polley --[(INV) directed_by]--> Away from Her --[release_year]--> 2006
Path (Raw):       Stories We Tell --[directed_by]--> Sarah Polley --[(INV) directed_by]--> Away from Her --[release_year]--> 2006
Neg LogProb(↓):   0.624386
Path Entropy(↓):  0.998725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the change - up director
Start Entity:     The Change-Up
Gold Answer:      [['David Dobkin', 'Steve Faber', 'Bob Fisher', 'Dan Fogelman', 'Jessie Nelson', 'Miles Millar', 'Alfred Gough']]
Predicted Ans:    Scott Moore
Predicted Path:   The Change-Up --[directed_by]--> David Dobkin --[(INV) directed_by]--> The Change-Up --[written_by]--> Scott Moore
Path (Raw):       The Change-Up --[directed_by]--> David Dobkin --[(INV) directed_by]--> The Change-Up --[written_by]--> Scott Moore
Neg LogProb(↓):   0.505043
Path Entropy(↓):  0.994980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of the last starfighter
Start Entity:     The Last Starfighter
Gold Answer:      [['Robinson Crusoe', 'RoboCop', 'The Cabinet of Caligari', 'Home Before Dark']]
Predicted Ans:    Robinson Crusoe
Predicted Path:   The Last Starfighter --[starred_actors]--> Dan O'Herlihy --[(INV) starred_actors]--> Robinson Crusoe
Path (Raw):       The Last Starfighter --[starred_actors]--> Dan O'Herlihy --[No Operation]--> Dan O'Herlihy --[(INV) starred_actors]--> Robinson Crusoe
Neg LogProb(↓):   0.935654
Path Entropy(↓):  1.290109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the girl by the lake
Start Entity:     The Girl by the Lake
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Girl by the Lake --[written_by]--> Sandro Petraglia --[(INV) written_by]--> The Girl by the Lake --[in_language]--> Italian
Path (Raw):       The Girl by the Lake --[written_by]--> Sandro Petraglia --[(INV) written_by]--> The Girl by the Lake --[in_language]--> Italian
Neg LogProb(↓):   0.003838
Path Entropy(↓):  0.025221
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor charlyne yi acted together with who
Start Entity:     Charlyne Yi
Gold Answer:      [['Michael Cera']]
Predicted Ans:    Michael Cera
Predicted Path:   Charlyne Yi --[(INV) starred_actors]--> Paper Heart --[starred_actors]--> Michael Cera
Path (Raw):       Charlyne Yi --[No Operation]--> Charlyne Yi --[(INV) starred_actors]--> Paper Heart --[starred_actors]--> Michael Cera
Neg LogProb(↓):   0.003137
Path Entropy(↓):  0.021186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter edna l. lee co - wrote films with who
Start Entity:     Edna L. Lee
Gold Answer:      [['Harry Lee', 'Ranald MacDougall', 'Peg Fenwick']]
Predicted Ans:    Edna L. Lee
Predicted Path:   Edna L. Lee --[(INV) written_by]--> Queen Bee --[written_by]--> Edna L. Lee
Path (Raw):       Edna L. Lee --[No Operation]--> Edna L. Lee --[(INV) written_by]--> Queen Bee --[written_by]--> Edna L. Lee
Neg LogProb(↓):   0.687117
Path Entropy(↓):  0.703997
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by jaclyn desantis
Start Entity:     Jaclyn DeSantis
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jaclyn DeSantis --[(INV) starred_actors]--> Bomb the System --[has_genre]--> Drama
Path (Raw):       Jaclyn DeSantis --[No Operation]--> Jaclyn DeSantis --[(INV) starred_actors]--> Bomb the System --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the trouble with girls
Start Entity:     The Trouble with Girls
Gold Answer:      [['Clifford Odets', 'Eric Bercovici', 'S.S. Schweitzer', 'Hal Kanter', 'Clair Huffaker', 'Arthur Browne Jr.', 'Allan Weiss', 'Anthony Lawrence', 'Guy Trosper', 'James Lee', 'Harold Robbins', 'Richard Morris', 'Nedrick Young', 'Herbert Baker', 'Terrence McNally']]
Predicted Ans:    Arthur Browne Jr.
Predicted Path:   The Trouble with Girls --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[written_by]--> Arthur Browne Jr.
Path (Raw):       The Trouble with Girls --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[written_by]--> Arthur Browne Jr.
Neg LogProb(↓):   0.248938
Path Entropy(↓):  0.569802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the life before her eyes were released in which years
Start Entity:     The Life Before Her Eyes
Gold Answer:      [['2003']]
Predicted Ans:    2007
Predicted Path:   The Life Before Her Eyes --[directed_by]--> Vadim Perelman --[(INV) directed_by]--> The Life Before Her Eyes --[release_year]--> 2007
Path (Raw):       The Life Before Her Eyes --[directed_by]--> Vadim Perelman --[(INV) directed_by]--> The Life Before Her Eyes --[release_year]--> 2007
Neg LogProb(↓):   0.061267
Path Entropy(↓):  0.225503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of daniel
Start Entity:     Daniel
Gold Answer:      [['Peter Milne', 'Waldo Salt', 'Israel Zangwill', 'Paddy Chayefsky', 'William F. Brown', 'Meade Roberts', 'Lawrence Sanders', 'Moura Budberg', 'David Mamet', 'Kelly Masterson', 'Sebastián Lelio', 'Anton Chekhov', 'John Hopkins', 'Herbert Sargent', 'Wallace Markfield', 'Ira Levin', 'Naomi Foner', 'Tom Fontana', 'John Cassavetes', 'Harvey Wheeler', 'Tennessee Williams', 'Joel Schumacher', 'Robert Daley', 'Agatha Christie', 'Peter Shaffer', 'Eugene Burdick', 'David Himmelstein', 'Morton S. Fine', 'David Friedkin', 'Sidney Lumet', 'Frank Pierson', 'P.F. Kluge', 'Jay Presson Allen', 'Reginald Rose', 'Larry Cohen', 'Vincent Patrick', 'Barry Reed', 'L. Frank Baum', 'Richard Dooling', 'Mary McCarthy', 'Edward Lewis Wallant', 'Norman Wexler', 'Peter Maas']]
Predicted Ans:    John Cassavetes
Predicted Path:   Daniel --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[written_by]--> John Cassavetes
Path (Raw):       Daniel --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[written_by]--> John Cassavetes
Neg LogProb(↓):   1.335258
Path Entropy(↓):  2.313147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of a guy thing
Start Entity:     A Guy Thing
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   A Guy Thing --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       A Guy Thing --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.460831
Path Entropy(↓):  4.674543
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did margaret mayo write
Start Entity:     Margaret Mayo
Gold Answer:      [['Polly of the Circus']]
Predicted Ans:    Polly of the Circus
Predicted Path:   Margaret Mayo --[(INV) written_by]--> Polly of the Circus --[written_by]--> Margaret Mayo --[(INV) written_by]--> Polly of the Circus
Path (Raw):       Margaret Mayo --[(INV) written_by]--> Polly of the Circus --[written_by]--> Margaret Mayo --[(INV) written_by]--> Polly of the Circus
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of andrea burchill starred movies
Start Entity:     Andrea Burchill
Gold Answer:      [['Bill Forsyth']]
Predicted Ans:    Bill Forsyth
Predicted Path:   Andrea Burchill --[(INV) starred_actors]--> Housekeeping --[directed_by]--> Bill Forsyth
Path (Raw):       Andrea Burchill --[No Operation]--> Andrea Burchill --[(INV) starred_actors]--> Housekeeping --[directed_by]--> Bill Forsyth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by asher tzarfati
Start Entity:     Asher Tzarfati
Gold Answer:      [['Hebrew']]
Predicted Ans:    Hebrew
Predicted Path:   Asher Tzarfati --[(INV) starred_actors]--> An American Hippie in Israel --[in_language]--> Hebrew
Path (Raw):       Asher Tzarfati --[No Operation]--> Asher Tzarfati --[(INV) starred_actors]--> An American Hippie in Israel --[in_language]--> Hebrew
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by madeleine carroll were written by who
Start Entity:     Madeleine Carroll
Gold Answer:      [['Clifford Odets', 'W. Somerset Maugham', 'Melvin Frank', 'Norman Panama', 'Donald Ogden Stewart', 'Charles G. Booth', 'Wells Root', 'Noel Langley', 'John Buchan', 'Lizzie Mickery', 'C. Gardner Sullivan', 'Dick Clement', 'Alan Le May', 'Anthony Hope', 'John L. Balderston', 'Ian La Frenais']]
Predicted Ans:    Lizzie Mickery
Predicted Path:   Madeleine Carroll --[(INV) starred_actors]--> The 39 Steps --[written_by]--> Lizzie Mickery
Path (Raw):       Madeleine Carroll --[No Operation]--> Madeleine Carroll --[(INV) starred_actors]--> The 39 Steps --[written_by]--> Lizzie Mickery
Neg LogProb(↓):   1.870282
Path Entropy(↓):  2.068597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of battle of los angeles
Start Entity:     Battle of Los Angeles
Gold Answer:      [['Mark Atkins']]
Predicted Ans:    Mark Atkins
Predicted Path:   Battle of Los Angeles --[written_by]--> Mark Atkins --[(INV) written_by]--> Dragon Crusaders --[directed_by]--> Mark Atkins
Path (Raw):       Battle of Los Angeles --[written_by]--> Mark Atkins --[(INV) written_by]--> Dragon Crusaders --[directed_by]--> Mark Atkins
Neg LogProb(↓):   0.293177
Path Entropy(↓):  0.571767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of fandango
Start Entity:     Fandango
Gold Answer:      [['Kevin Reynolds']]
Predicted Ans:    Kevin Reynolds
Predicted Path:   Fandango --[directed_by]--> Kevin Reynolds --[(INV) directed_by]--> Waterworld --[directed_by]--> Kevin Reynolds
Path (Raw):       Fandango --[directed_by]--> Kevin Reynolds --[(INV) directed_by]--> Waterworld --[directed_by]--> Kevin Reynolds
Neg LogProb(↓):   0.000609
Path Entropy(↓):  0.005288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the gay divorcee
Start Entity:     The Gay Divorcee
Gold Answer:      [['Fred Astaire', 'Alexis Minotis', 'Greta Garbo', 'Erik Rhodes', 'Fred MacMurray', 'Marlene Dietrich', 'Gene Tierney', 'Sophia Loren', 'Gary Cooper', 'Harriet Hilliard', 'Lana Turner', 'Ginger Rogers', 'Randolph Scott', 'Katharine Hepburn', 'Alan Ladd', 'Fredric March', 'Fred Stone', 'Dana Andrews', 'Edna May Oliver', 'Jennifer Jones', 'Victor Mature', 'Charles Ruggles', 'Ingrid Bergman', 'William Frawley', 'John Halliday', 'Evelyn Venable', 'Donald Crisp', 'John Barrymore', 'Carole Landis', 'Edward Everett Horton', 'William Boyd', 'Walter Brennan', 'Sydney Greenstreet', 'Alexis Smith', 'Betty Grable', 'Maurice Chevalier', 'Reginald Owen', 'Alan Marshal', 'Charles Boyer', 'Charles Butterworth', 'Humphrey Bogart', 'Spencer Tracy', 'Clifton Webb', 'Louis Wolheim', 'Mary Astor', 'Vincent Price', 'Jeanette MacDonald']]
Predicted Ans:    Ginger Rogers
Predicted Path:   The Gay Divorcee --[written_by]--> Edward Kaufman --[(INV) written_by]--> The Gay Divorcee --[starred_actors]--> Ginger Rogers
Path (Raw):       The Gay Divorcee --[written_by]--> Edward Kaufman --[(INV) written_by]--> The Gay Divorcee --[starred_actors]--> Ginger Rogers
Neg LogProb(↓):   0.625635
Path Entropy(↓):  1.368887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film sex and breakfast
Start Entity:     Sex and Breakfast
Gold Answer:      [['2000', '2001', '2008', '1990', '2003', '1989', '1993', '1991', '2004', '1994', '2002']]
Predicted Ans:    2008
Predicted Path:   Sex and Breakfast --[starred_actors]--> Eliza Dushku --[(INV) starred_actors]--> The Alphabet Killer --[release_year]--> 2008
Path (Raw):       Sex and Breakfast --[starred_actors]--> Eliza Dushku --[(INV) starred_actors]--> The Alphabet Killer --[release_year]--> 2008
Neg LogProb(↓):   0.761153
Path Entropy(↓):  1.584615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote il sorpasso
Start Entity:     Il Sorpasso
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Il Sorpasso --[written_by]--> Dino Risi --[(INV) written_by]--> Scent of a Woman --[has_genre]--> Drama
Path (Raw):       Il Sorpasso --[written_by]--> Dino Risi --[(INV) written_by]--> Scent of a Woman --[has_genre]--> Drama
Neg LogProb(↓):   1.386426
Path Entropy(↓):  1.387511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in carousel
Start Entity:     Carousel
Gold Answer:      [['1962', '1970', '1964', '1957', '1950', '1922', '2003', '1951', '2006', '1961', '1953', '1969', '1955']]
Predicted Ans:    1957
Predicted Path:   Carousel --[starred_actors]--> Shirley Jones --[(INV) starred_actors]--> April Love --[release_year]--> 1957
Path (Raw):       Carousel --[starred_actors]--> Shirley Jones --[(INV) starred_actors]--> April Love --[release_year]--> 1957
Neg LogProb(↓):   1.326530
Path Entropy(↓):  1.999126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by mark o'rowe released
Start Entity:     Mark O'Rowe
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Mark O'Rowe --[(INV) written_by]--> Intermission --[release_year]--> 2003
Path (Raw):       Mark O'Rowe --[No Operation]--> Mark O'Rowe --[(INV) written_by]--> Intermission --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie fire and ice
Start Entity:     Fire and Ice
Gold Answer:      [['Ralph Bakshi', 'J.R.R. Tolkien', 'Chris Conkling', 'Robert Crumb', 'Peter S. Beagle', 'Michael Grais', 'Mark Victor']]
Predicted Ans:    Peter S. Beagle
Predicted Path:   Fire and Ice --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[written_by]--> Peter S. Beagle
Path (Raw):       Fire and Ice --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[written_by]--> Peter S. Beagle
Neg LogProb(↓):   0.810350
Path Entropy(↓):  1.817705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by claudia schreiber release
Start Entity:     Claudia Schreiber
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Claudia Schreiber --[(INV) written_by]--> Emma's Bliss --[release_year]--> 2006
Path (Raw):       Claudia Schreiber --[No Operation]--> Claudia Schreiber --[(INV) written_by]--> Emma's Bliss --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in let's do it again
Start Entity:     Let's Do It Again
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Let's Do It Again --[starred_actors]--> Bill Cosby --[(INV) starred_actors]--> Let's Do It Again --[has_genre]--> Action
Path (Raw):       Let's Do It Again --[starred_actors]--> Bill Cosby --[(INV) starred_actors]--> Let's Do It Again --[has_genre]--> Action
Neg LogProb(↓):   0.373645
Path Entropy(↓):  0.815203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film practical magic were in which genres
Start Entity:     Practical Magic
Gold Answer:      [['Romance', 'Sport', 'Biography', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Practical Magic --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Path (Raw):       Practical Magic --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.448717
Path Entropy(↓):  1.006138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did david mamet direct
Start Entity:     David Mamet
Gold Answer:      [['Spartan', 'State and Main', 'Heist', 'Redbelt', 'Homicide', 'Oleanna', 'House of Games', 'Phil Spector', 'The Winslow Boy', 'Things Change', 'The Spanish Prisoner']]
Predicted Ans:    Things Change
Predicted Path:   David Mamet --[(INV) directed_by]--> Oleanna --[directed_by]--> David Mamet --[(INV) directed_by]--> Things Change
Path (Raw):       David Mamet --[(INV) directed_by]--> Oleanna --[directed_by]--> David Mamet --[(INV) directed_by]--> Things Change
Neg LogProb(↓):   1.309203
Path Entropy(↓):  2.607837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in monsters vs. aliens
Start Entity:     Monsters vs. Aliens
Gold Answer:      [['James Foley', 'Julian Farino', 'Buster Keaton', 'Andrew Adamson', 'Anne Fletcher', 'Matthew Bright', 'James Mangold', 'Sarah Smith', 'Alexander Payne', 'Bob Odenkirk', 'Philippe Falardeau', 'Sarah Polley', 'Barry Cook', 'Kenneth Branagh', 'Evan Goldberg', 'James L. Brooks', 'Jefery Levy', 'Jonathan Liebesman', 'Morgan Spurlock', 'Michel Gondry', 'Ben Elton', 'Jody Hill', 'Ken Liotti', "Rockne S. O'Bannon", 'Nicholas Stoller', 'Andy Tennant', 'Robert Luketic', 'Kevin Smith', 'Jonathan Levine', 'Robert Benton', 'Phil Lord', 'Gavin Hood', 'Christopher Miller', 'Atom Egoyan', 'Steve Barron', 'Jeff Nichols', 'John G. Avildsen', 'Robert Mulligan', 'Francis Lawrence', 'Johnnie To', 'Peter Lepeniotis', 'McG', 'Catherine Hardwicke', 'Rob Minkoff', 'David Ayer', 'Hugh Laurie', 'Judd Apatow', 'Seth Rogen', 'Seth Gordon', 'Jason Bloom', 'Craig Monahan', 'Gary Ross', 'David Gordon Green']]
Predicted Ans:    Johnnie To
Predicted Path:   Monsters vs. Aliens --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Path (Raw):       Monsters vs. Aliens --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Neg LogProb(↓):   0.157656
Path Entropy(↓):  0.658840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed a special day
Start Entity:     A Special Day
Gold Answer:      [['Iginio Ugo Tarchetti', 'Ettore Scola', 'Tonino Benacquista', 'Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   A Special Day --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[written_by]--> Luc Besson
Path (Raw):       A Special Day --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[written_by]--> Luc Besson
Neg LogProb(↓):   0.015588
Path Entropy(↓):  0.107547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was gladys hurlbut the writer of
Start Entity:     Gladys Hurlbut
Gold Answer:      [['Higher and Higher']]
Predicted Ans:    Higher and Higher
Predicted Path:   Gladys Hurlbut --[(INV) written_by]--> Higher and Higher --[written_by]--> Gladys Hurlbut --[(INV) written_by]--> Higher and Higher
Path (Raw):       Gladys Hurlbut --[(INV) written_by]--> Higher and Higher --[written_by]--> Gladys Hurlbut --[(INV) written_by]--> Higher and Higher
Neg LogProb(↓):   0.162567
Path Entropy(↓):  0.529259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of the young master
Start Entity:     The Young Master
Gold Answer:      [['Police Story', 'Police Story 2', 'Project A', 'Crime Story', 'The Fearless Hyena', 'Who Am I?', '1911', 'Armour of God']]
Predicted Ans:    Who Am I?
Predicted Path:   The Young Master --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Who Am I?
Path (Raw):       The Young Master --[No Operation]--> The Young Master --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Who Am I?
Neg LogProb(↓):   0.254465
Path Entropy(↓):  0.929451
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie good - bye, my lady are written by who
Start Entity:     Good-bye, My Lady
Gold Answer:      [['Upton Sinclair', 'Abem Finkel', 'Harry Chandlee', 'Paris Qualles', 'Fritz Lang', 'Mark Rascovich', 'Lawrence Lasker', 'Michael M. Grilikhes', 'John Huston', 'Ernest Hemingway', 'John Wexley', 'Bertolt Brecht', 'Guy Green', 'Charles Schnee', 'Jo Swerling', 'Niven Busch', 'Richard Sherman', 'Stuart N. Lake', 'Dorothy Yost', 'Phil Alden Robinson', 'William Bowers', 'Cid Ricketts Sumner', 'Irene Castle', 'Nedrick Young', 'Elizabeth Kata', 'Tom Skeyhill', 'William Rose', 'Stirling Silliphant', 'John Ball', 'Sidney Poitier', 'Paul Gallico', 'Vereen Bell', 'Richard Wesley', 'Harold Jacob Smith', 'Herman J. Mankiewicz', 'Walter Bernstein', 'Marvin H. Albert', 'Rudyard Kipling', 'Kenneth Fearing', 'Lillian Hellman', 'Kenneth Roberts', 'Eleanor Perry', 'Theodore Isaac Rubin', 'Borden Chase', 'Oscar Hammerstein II', 'Harold Flender', 'James Clavell', 'Howard Koch', 'Lorraine Hansberry', 'James Poe', 'Walter F. Parkes', 'Robert Alan Aurthur', 'Joseph L. Mankiewicz', 'Laura Bower Van Nuys', 'Shana Alexander']]
Predicted Ans:    James Clavell
Predicted Path:   Good-bye, My Lady --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[written_by]--> James Clavell
Path (Raw):       Good-bye, My Lady --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[written_by]--> James Clavell
Neg LogProb(↓):   0.134593
Path Entropy(↓):  0.575074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by katherine dieckmann starred who
Start Entity:     Katherine Dieckmann
Gold Answer:      [['Ken Marino', 'Uma Thurman']]
Predicted Ans:    Uma Thurman
Predicted Path:   Katherine Dieckmann --[(INV) directed_by]--> Motherhood --[starred_actors]--> Uma Thurman
Path (Raw):       Katherine Dieckmann --[No Operation]--> Katherine Dieckmann --[(INV) directed_by]--> Motherhood --[starred_actors]--> Uma Thurman
Neg LogProb(↓):   0.000113
Path Entropy(↓):  0.001189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the idolmaker actors
Start Entity:     The Idolmaker
Gold Answer:      [['Don Tracy', 'Daniel G. Sullivan', 'Steven Soderbergh', 'Jennifer Westfeldt', 'David E. Kelley', 'Michael Brady', 'Heather Juergensen', 'Randal Kleiser', 'Aldous Huxley', 'Dennis Potter', 'Paul Bartel']]
Predicted Ans:    Paul Bartel
Predicted Path:   The Idolmaker --[starred_actors]--> Ray Sharkey --[(INV) starred_actors]--> Scenes from the Class Struggle in Beverly Hills --[written_by]--> Paul Bartel
Path (Raw):       The Idolmaker --[starred_actors]--> Ray Sharkey --[(INV) starred_actors]--> Scenes from the Class Struggle in Beverly Hills --[written_by]--> Paul Bartel
Neg LogProb(↓):   0.025201
Path Entropy(↓):  0.143902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by murder by numbers actors release
Start Entity:     Murder by Numbers
Gold Answer:      [['1992', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '1994', '2014', '1995', '2001', '1996', '2002', '2011', '2013', '2000', '1997', '2005', '1991', '1999']]
Predicted Ans:    2001
Predicted Path:   Murder by Numbers --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Path (Raw):       Murder by Numbers --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Neg LogProb(↓):   0.694545
Path Entropy(↓):  1.587691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is killer crocodile
Start Entity:     Killer Crocodile
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Killer Crocodile --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Killer Crocodile --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.522294
Path Entropy(↓):  3.897065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in 5 fingers
Start Entity:     5 Fingers
Gold Answer:      [['Robert Wise', 'George Cukor', 'Aram Avakian', 'Norman Taurog', 'Adrian Lyne', 'Delmer Daves', 'Henry Levin', 'Irwin Allen', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Richard Thorpe', 'Carol Reed', 'Roy Boulting', 'Bernard Knowles', 'Stanley Kubrick', 'Henry Koster', 'Nicholas Ray', 'Franklin J. Schaffner', 'Anthony Mann', 'Silvio Narizzano', 'Michael Powell', 'Anatole Litvak', 'Rusty Lemorande', 'Bernard McEveety', 'Terence Young', 'Robert Rossen', 'Max Ophüls', 'Leslie Arliss', 'Douglas Camfield', 'Alexander Hall', 'Vincente Minnelli', 'Stuart Paton', 'Victor Hanbury', 'Alfred Hitchcock', 'Lance Comfort', 'Don Siegel', 'Mutz Greenbaum', 'Sidney Lumet', 'Scott Derrickson', 'John Guillermin', 'Albert Lewin', 'Richard Brooks', 'François Ozon', 'Robert M. Young', 'Claude Chabrol', 'Ken Hughes', 'Joseph L. Mankiewicz']]
Predicted Ans:    Claude Chabrol
Predicted Path:   5 Fingers --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Path (Raw):       5 Fingers --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.201596
Path Entropy(↓):  2.259152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with a letter to elia in
Start Entity:     A Letter to Elia
Gold Answer:      [['French', 'Persian', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   A Letter to Elia --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[in_language]--> Italian
Path (Raw):       A Letter to Elia --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[in_language]--> Italian
Neg LogProb(↓):   0.275341
Path Entropy(↓):  0.647339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by patterson mcnutt fall under
Start Entity:     Patterson McNutt
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Patterson McNutt --[(INV) written_by]--> Curly Top --[has_genre]--> Musical
Path (Raw):       Patterson McNutt --[No Operation]--> Patterson McNutt --[(INV) written_by]--> Curly Top --[has_genre]--> Musical
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by omar hakim
Start Entity:     Omar Hakim
Gold Answer:      [['Documentary', 'Music']]
Predicted Ans:    Documentary
Predicted Path:   Omar Hakim --[(INV) starred_actors]--> Bring on the Night --[has_genre]--> Documentary
Path (Raw):       Omar Hakim --[No Operation]--> Omar Hakim --[(INV) starred_actors]--> Bring on the Night --[has_genre]--> Documentary
Neg LogProb(↓):   0.000092
Path Entropy(↓):  0.000947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by polan banks
Start Entity:     Polan Banks
Gold Answer:      [['1941', '1951']]
Predicted Ans:    1941
Predicted Path:   Polan Banks --[(INV) written_by]--> The Great Lie --[release_year]--> 1941
Path (Raw):       Polan Banks --[No Operation]--> Polan Banks --[(INV) written_by]--> The Great Lie --[release_year]--> 1941
Neg LogProb(↓):   0.001671
Path Entropy(↓):  0.012347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mitchell were released in which years
Start Entity:     Mitchell
Gold Answer:      [['1968', '1963', '1978', '1970', '1966', '1982', '1973', '1965', '1969', '1956']]
Predicted Ans:    1969
Predicted Path:   Mitchell --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> The Undefeated --[release_year]--> 1969
Path (Raw):       Mitchell --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> The Undefeated --[release_year]--> 1969
Neg LogProb(↓):   1.102056
Path Entropy(↓):  1.931816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the lord of the rings is also the director of which films
Start Entity:     The Lord of the Rings
Gold Answer:      [['Coonskin', 'Fire and Ice', 'Fritz the Cat', 'Wizards', 'American Pop', 'Cool World']]
Predicted Ans:    The Lord of the Rings
Predicted Path:   The Lord of the Rings --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings
Path (Raw):       The Lord of the Rings --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[No Operation]--> The Lord of the Rings
Neg LogProb(↓):   0.349087
Path Entropy(↓):  1.070620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by thunderball actors
Start Entity:     Thunderball
Gold Answer:      [['Philip Kaufman', 'John le Carré', 'Gregory Widen', 'Arthur H. Lewis', 'Peter Hyams', 'Johanna Harwood', 'Berkely Mather', 'Stanley Mann', 'John Huston', 'Jeffrey Boam', 'James Goldman', 'Michael Crichton', 'John Milius', 'Tom Stoppard', 'Edmund H. North', 'Alan Moore', "Kevin O'Neill", 'Lawrence Sanders', 'Richard Maibaum', 'David Mamet', 'John Hopkins', 'Joss Whedon', 'George Lucas', 'Michael Palin', 'John Boorman', 'Lawrence Edward Watkin', 'Tom Clancy', 'John Katzenbach', 'Terry Gilliam', 'Ian Fleming', 'Jack Whittingham', 'Kevin McClory', 'Rudyard Kipling', 'Eliot Ness', 'Zak Penn', 'Jay Presson Allen', 'Winston Graham', 'Roald Dahl', 'Frank Pierson', "Louis L'Amour", 'Michael Backes', 'Charles McCarry', 'Vincent Patrick', 'Richard Brooks', 'Elliott Baker', 'Umberto Eco', 'Mike Rich']]
Predicted Ans:    John Boorman
Predicted Path:   Thunderball --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[written_by]--> John Boorman
Path (Raw):       Thunderball --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[written_by]--> John Boorman
Neg LogProb(↓):   0.095872
Path Entropy(↓):  0.489086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of swoon also directed which films
Start Entity:     Swoon
Gold Answer:      [['Savage Grace']]
Predicted Ans:    Savage Grace
Predicted Path:   Swoon --[directed_by]--> Tom Kalin --[(INV) directed_by]--> Savage Grace
Path (Raw):       Swoon --[directed_by]--> Tom Kalin --[(INV) directed_by]--> Savage Grace --[No Operation]--> Savage Grace
Neg LogProb(↓):   0.240023
Path Entropy(↓):  0.518439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by david kaplan starred who
Start Entity:     David Kaplan
Gold Answer:      [['Dean Winters', 'Kevin Corrigan']]
Predicted Ans:    Kevin Corrigan
Predicted Path:   David Kaplan --[(INV) directed_by]--> Today's Special --[starred_actors]--> Kevin Corrigan
Path (Raw):       David Kaplan --[No Operation]--> David Kaplan --[(INV) directed_by]--> Today's Special --[starred_actors]--> Kevin Corrigan
Neg LogProb(↓):   0.069363
Path Entropy(↓):  0.285446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of we're the millers starred who
Start Entity:     We're the Millers
Gold Answer:      [['Sienna Miller', 'Jon Foster', 'Nick Nolte', 'Peter Sarsgaard']]
Predicted Ans:    Nick Nolte
Predicted Path:   We're the Millers --[directed_by]--> Rawson Marshall Thurber --[(INV) directed_by]--> The Mysteries of Pittsburgh --[starred_actors]--> Nick Nolte
Path (Raw):       We're the Millers --[directed_by]--> Rawson Marshall Thurber --[(INV) directed_by]--> The Mysteries of Pittsburgh --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.031107
Path Entropy(↓):  0.172513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed soul men
Start Entity:     Soul Men
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Soul Men --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[has_genre]--> Comedy
Path (Raw):       Soul Men --[directed_by]--> Malcolm D. Lee --[(INV) directed_by]--> The Best Man --[has_genre]--> Comedy
Neg LogProb(↓):   1.072691
Path Entropy(↓):  1.103750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the leopard man
Start Entity:     The Leopard Man
Gold Answer:      [['Aldo Ray', 'Robert Mitchum', 'Virginia Mayo', 'Jane Randolph', 'Steve Reeves', 'Hedy Lamarr', 'Robert Stack', 'Anne Bancroft', 'Robert Ryan', 'Tom Conway', 'Burt Lancaster', 'Paul Lukas', 'Kirk Douglas', 'Boris Karloff', 'Nastassja Kinski', 'Jane Greer', 'Merle Oberon', 'Brian Keith', 'Kent Smith', 'Simone Simon', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Hedy Lamarr
Predicted Path:   The Leopard Man --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Path (Raw):       The Leopard Man --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Neg LogProb(↓):   0.402971
Path Entropy(↓):  0.717688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by tania zaetta in
Start Entity:     Tania Zaetta
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tania Zaetta --[(INV) starred_actors]--> Salaam Namaste --[has_genre]--> Comedy
Path (Raw):       Tania Zaetta --[No Operation]--> Tania Zaetta --[(INV) starred_actors]--> Salaam Namaste --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film racing with the moon
Start Entity:     Racing with the Moon
Gold Answer:      [['Will Beall', 'William Wharton', 'Josann McGibbon', 'Sara Parriott', 'George Gallo', 'Larry Brown', 'Alain Godard', 'Dennis Lehane', 'David Koepp', 'Edwin Torres', 'Curtis Hanson', 'Anne Holden', 'Scott Walker', 'Steve Conrad', 'Ben Hecht', 'Tim Robbins', 'Art Linson', 'Andrew Niccol', 'Trent Harris', 'Chris Sanders', 'Jim Kouf', 'James Jones', 'Sean Penn', 'Dennis McIntyre', 'Sally Potter', 'John Cassavetes', 'Robert Rossen', 'Darryl Ponicsan', 'John Kohn', 'Andrew Bergman', 'Devery Freeman', 'James Lineberger', 'Neil LaBute', 'John Patrick Shanley', 'Guillermo Arriaga', 'John Hughes', 'Nick Thiel', 'Paul F. Edwards', 'Paul Lalonde', 'John Patus', 'Jerry B. Jenkins', 'Tim LaHaye', 'Dustin Lance Black', 'Robert Bentley', 'Tony Kenrick', 'Paolo Sorrentino', 'Thomas Vinterberg', 'Robert Lindsey', 'Eric Garcia', 'Christopher Coppola', 'Nick Vallelonga', 'Charles Lederer', 'Eleazar Lipsky', 'Philip K. Dick', 'Niels Mueller', 'Bragi F. Schut', 'Don MacPherson', 'Ranald MacDougall', 'Wim Wenders', 'Hugh Wilson', 'Margaret Atwood', 'Paul Schrader', 'Cormac Wibberley', 'Marianne Wibberley', 'Simon Brett', 'Pete Travis', 'Joseph Minion', 'Terrence Malick', 'John A. Davis', 'John Nickle', 'Albert Husson', 'Brian De Palma', 'Jessie Nelson', 'Umberto Contarello', "John O'Brien", 'Marshall Brickman', 'Brian Helgeland', 'Joe Connelly', 'David Rabe', 'Daniel Lang', 'Jim Agnew', 'Sean Keller', 'Anthony Shaffer', 'Patrick Lussier', 'Steven Zaillian', 'Zach Dean', 'Donald Rice', 'Julia Strachey', 'Robert Zemeckis', 'Cameron Crowe', 'Bob Gale', 'Robert Penn Warren', 'Kristine Johnson', 'Harold Pinter', 'Helen Prejean', 'Robert Mark Kamen', 'Mike Figgis', 'John Ridley']]
Predicted Ans:    Terrence Malick
Predicted Path:   Racing with the Moon --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       Racing with the Moon --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.543721
Path Entropy(↓):  1.246708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in crimewave
Start Entity:     Crimewave
Gold Answer:      [['Horror', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Crimewave --[starred_actors]--> Louise Lasser --[(INV) starred_actors]--> What's Up, Tiger Lily? --[has_genre]--> Comedy
Path (Raw):       Crimewave --[starred_actors]--> Louise Lasser --[(INV) starred_actors]--> What's Up, Tiger Lily? --[has_genre]--> Comedy
Neg LogProb(↓):   0.455484
Path Entropy(↓):  0.841650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of top hat
Start Entity:     Top Hat
Gold Answer:      [['Fred Astaire', 'Alexis Minotis', 'Sophia Loren', 'Alice Brady', 'Harriet Hilliard', 'Ginger Rogers', 'Randolph Scott', 'Katharine Hepburn', 'Michael McKean', 'Alan Ladd', 'Mary Beth Hurt', 'Forest Whitaker', 'Victor Mature', 'Jeremy Irons', 'Franchot Tone', 'Carole Landis', 'Edward Everett Horton', 'Sydney Greenstreet', 'Alexis Smith', 'Betty Grable', 'Jason Priestley', 'Humphrey Bogart', 'Clifton Webb']]
Predicted Ans:    Randolph Scott
Predicted Path:   Top Hat --[written_by]--> Allan Scott --[(INV) written_by]--> Follow the Fleet --[starred_actors]--> Randolph Scott
Path (Raw):       Top Hat --[written_by]--> Allan Scott --[(INV) written_by]--> Follow the Fleet --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.664906
Path Entropy(↓):  1.224300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in spin
Start Entity:     Spin
Gold Answer:      [['Stanley Tucci', 'William Dieterle', 'Greg Mottola', 'John Fortenberry', 'Bob Clark', 'Michael Hoffman', 'Aaron Seltzer', 'John Suits', 'Wes Craven', 'Evan Dunsky', 'Max Reinhardt', 'Ernst Lubitsch', 'Campbell Scott', 'David Frankel', 'Michael Rymer', 'Robert Duvall', 'Carroll Ballard', 'Bryan Singer', 'Paul Schrader', 'Glen Morgan', 'Garry Marshall', 'Frank Pierson', 'Peter Hall', 'Vern Oakley', 'Adam Marcus', 'M. Night Shyamalan', 'Peter Jackson', 'Samuel Bayer', 'Julianna Lavin', 'Gary Ross', 'Thomas Bezucha', 'Alan J. Pakula']]
Predicted Ans:    William Dieterle
Predicted Path:   Spin --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       Spin --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.898093
Path Entropy(↓):  1.740593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film den ofrivillige golfaren are written by who
Start Entity:     Den ofrivillige golfaren
Gold Answer:      [['Lasse Åberg']]
Predicted Ans:    Lasse Åberg
Predicted Path:   Den ofrivillige golfaren --[starred_actors]--> Lasse Åberg --[(INV) starred_actors]--> Den ofrivillige golfaren --[written_by]--> Lasse Åberg
Path (Raw):       Den ofrivillige golfaren --[starred_actors]--> Lasse Åberg --[(INV) starred_actors]--> Den ofrivillige golfaren --[written_by]--> Lasse Åberg
Neg LogProb(↓):   0.385834
Path Entropy(↓):  0.646094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie bad day on the block starred who
Start Entity:     Bad Day on the Block
Gold Answer:      [['Charlie Sheen', 'Mare Winningham']]
Predicted Ans:    Mare Winningham
Predicted Path:   Bad Day on the Block --[starred_actors]--> Mare Winningham --[(INV) starred_actors]--> Bad Day on the Block --[starred_actors]--> Mare Winningham
Path (Raw):       Bad Day on the Block --[starred_actors]--> Mare Winningham --[(INV) starred_actors]--> Bad Day on the Block --[starred_actors]--> Mare Winningham
Neg LogProb(↓):   0.059905
Path Entropy(↓):  0.271091
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of born yesterday
Start Entity:     Born Yesterday
Gold Answer:      [['Infamous', "Adam's Rib", 'The Marrying Kind', 'A Double Life', 'Emma', 'Nicholas Nickleby', 'It Should Happen to You', 'Company Man', 'Pat and Mike']]
Predicted Ans:    Born Yesterday
Predicted Path:   Born Yesterday --[written_by]--> Garson Kanin --[(INV) written_by]--> Born Yesterday
Path (Raw):       Born Yesterday --[No Operation]--> Born Yesterday --[written_by]--> Garson Kanin --[(INV) written_by]--> Born Yesterday
Neg LogProb(↓):   1.466167
Path Entropy(↓):  1.690460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of the switch
Start Entity:     The Switch
Gold Answer:      [['Sofia Coppola', 'Susanne Bier', 'Tom Vaughan', 'Frank Coraci']]
Predicted Ans:    Frank Coraci
Predicted Path:   The Switch --[written_by]--> Allan Loeb --[(INV) written_by]--> Here Comes the Boom --[directed_by]--> Frank Coraci
Path (Raw):       The Switch --[written_by]--> Allan Loeb --[(INV) written_by]--> Here Comes the Boom --[directed_by]--> Frank Coraci
Neg LogProb(↓):   0.179785
Path Entropy(↓):  0.497935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by john v. soto
Start Entity:     John V. Soto
Gold Answer:      [['Drama', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   John V. Soto --[(INV) written_by]--> The Reckoning --[has_genre]--> Drama
Path (Raw):       John V. Soto --[No Operation]--> John V. Soto --[(INV) written_by]--> The Reckoning --[has_genre]--> Drama
Neg LogProb(↓):   0.763080
Path Entropy(↓):  0.921058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed show boat
Start Entity:     Show Boat
Gold Answer:      [['Robert E. Sherwood', 'Mary Shelley', 'Irving Brecher', 'Rafael Sabatini', 'George Froeschel', 'Sinclair Lewis', 'Jan Lustig', 'Sidney Sheldon', 'Samuel Hopkins Adams', 'J. Searle Dawley', 'Michael Stewart', 'Hans Rameau', 'Samuel A. Taylor', 'John L. Balderston', 'Francis Edward Faragoh', 'Peggy Webling', 'Arthur Wimperis', 'Margaret Irwin', 'Garrett Fort', 'Randall Wallace', 'Ronald Millar', 'Tom Reed']]
Predicted Ans:    Randall Wallace
Predicted Path:   Show Boat --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Path (Raw):       Show Boat --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.364751
Path Entropy(↓):  0.985969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie some kind of hero were released in which years
Start Entity:     Some Kind of Hero
Gold Answer:      [['1980', '1970', '2006', '1985', '1974', '1977', '1982', '1973', '1983', '1976', '1972', '1989', '1981', '1988', '1978', '1975', '1991', '1987', '1986']]
Predicted Ans:    1978
Predicted Path:   Some Kind of Hero --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> Blue Collar --[release_year]--> 1978
Path (Raw):       Some Kind of Hero --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> Blue Collar --[release_year]--> 1978
Neg LogProb(↓):   0.844802
Path Entropy(↓):  1.331902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by fred olen ray
Start Entity:     Fred Olen Ray
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fred Olen Ray --[(INV) written_by]--> Evil Toons --[has_genre]--> Comedy
Path (Raw):       Fred Olen Ray --[No Operation]--> Fred Olen Ray --[(INV) written_by]--> Evil Toons --[has_genre]--> Comedy
Neg LogProb(↓):   0.058835
Path Entropy(↓):  0.219097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by david mcmahon release
Start Entity:     David McMahon
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   David McMahon --[(INV) written_by]--> The Central Park Five --[release_year]--> 2012
Path (Raw):       David McMahon --[No Operation]--> David McMahon --[(INV) written_by]--> The Central Park Five --[release_year]--> 2012
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by tess slesinger were in which genres
Start Entity:     Tess Slesinger
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tess Slesinger --[(INV) written_by]--> The Good Earth --[has_genre]--> Drama
Path (Raw):       Tess Slesinger --[No Operation]--> Tess Slesinger --[(INV) written_by]--> The Good Earth --[has_genre]--> Drama
Neg LogProb(↓):   0.000153
Path Entropy(↓):  0.001501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie once upon a time in shanghai were released in which years
Start Entity:     Once Upon a Time in Shanghai
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2007
Predicted Path:   Once Upon a Time in Shanghai --[starred_actors]--> Andy On --[(INV) starred_actors]--> Mad Detective --[release_year]--> 2007
Path (Raw):       Once Upon a Time in Shanghai --[starred_actors]--> Andy On --[(INV) starred_actors]--> Mad Detective --[release_year]--> 2007
Neg LogProb(↓):   0.017806
Path Entropy(↓):  0.096937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the land
Start Entity:     The Land
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Land --[directed_by]--> Youssef Chahine --[(INV) directed_by]--> Destiny --[in_language]--> French
Path (Raw):       The Land --[directed_by]--> Youssef Chahine --[(INV) directed_by]--> Destiny --[in_language]--> French
Neg LogProb(↓):   0.135808
Path Entropy(↓):  0.380632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie whispers in the dark
Start Entity:     Whispers in the Dark
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Whispers in the Dark --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Whispers in the Dark --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.458613
Path Entropy(↓):  2.872910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by peter nelson
Start Entity:     Peter Nelson
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Peter Nelson --[(INV) starred_actors]--> Crime Zone --[release_year]--> 1989
Path (Raw):       Peter Nelson --[No Operation]--> Peter Nelson --[(INV) starred_actors]--> Crime Zone --[release_year]--> 1989
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of salt
Start Entity:     Salt
Gold Answer:      [['Rachel Ticotin', 'Christian Bale', 'Arnold Schwarzenegger', 'Milla Jovovich', 'Jamie Foxx', 'Cameron Bright', 'Colin Farrell', 'Jessica Biel', 'Kate Beckinsale', 'Bryan Cranston', 'Ronny Cox', 'Sharon Stone', 'Gerard Butler']]
Predicted Ans:    Jessica Biel
Predicted Path:   Salt --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Total Recall --[starred_actors]--> Jessica Biel
Path (Raw):       Salt --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Total Recall --[starred_actors]--> Jessica Biel
Neg LogProb(↓):   1.025068
Path Entropy(↓):  1.718283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with zelig
Start Entity:     Zelig
Gold Answer:      [["What's Up, Tiger Lily?", 'Play It Again, Sam', 'Melinda and Melinda', 'Mighty Aphrodite', 'Another Woman', 'Crimes and Misdemeanors', 'Stardust Memories', 'September', 'Interiors', 'Take the Money and Run', 'Blue Jasmine', 'Radio Days', 'Hollywood Ending', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'Match Point', 'The Purple Rose of Cairo', 'New York Stories', 'Shadows and Fog', 'Deconstructing Harry', 'Love and Death', 'Manhattan', 'Annie Hall', 'To Rome with Love', 'Magic in the Moonlight', 'Husbands and Wives', 'Sleeper', "Don't Drink the Water", 'Sweet and Lowdown', 'Midnight in Paris', 'Scoop', 'Everyone Says I Love You', 'Alice', 'Bananas', 'Hannah and Her Sisters', 'Whatever Works', 'Anything Else', 'Vicky Cristina Barcelona', 'Celebrity', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks', "Cassandra's Dream", 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    September
Predicted Path:   Zelig --[written_by]--> Woody Allen --[(INV) written_by]--> September
Path (Raw):       Zelig --[written_by]--> Woody Allen --[(INV) written_by]--> September --[No Operation]--> September
Neg LogProb(↓):   0.771163
Path Entropy(↓):  2.210299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by license to drive actors
Start Entity:     License to Drive
Gold Answer:      [['Joan Micklin Silver', 'Eric Hendershot', 'Max Schott', 'Harriet Frank Jr.', 'Rudy De Luca', 'Leon Piedmont', 'Brad Steiger', 'Chaw Mank', 'David Seltzer', 'Cindy Sherman', 'Ken Russell', 'John Katzenbach', 'Rudy Wurlitzer', 'Gene Wilder', 'Marc Rocco', 'Irving Ravetch', 'David Loughery', 'C. Courtney Joyner', 'Daryn Tufts', 'Stephen King', 'Abraham Cahan', 'Fred Walton']]
Predicted Ans:    John Katzenbach
Predicted Path:   License to Drive --[starred_actors]--> Richard Masur --[(INV) starred_actors]--> The Mean Season --[written_by]--> John Katzenbach
Path (Raw):       License to Drive --[starred_actors]--> Richard Masur --[(INV) starred_actors]--> The Mean Season --[written_by]--> John Katzenbach
Neg LogProb(↓):   0.838823
Path Entropy(↓):  1.655939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the blood spattered bride
Start Entity:     The Blood Spattered Bride
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Blood Spattered Bride --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The Blood Spattered Bride --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.868379
Path Entropy(↓):  4.140477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of human desire
Start Entity:     Human Desire
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Human Desire --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Path (Raw):       Human Desire --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Neg LogProb(↓):   1.009695
Path Entropy(↓):  1.717278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by dave actors release
Start Entity:     Dave
Gold Answer:      [['1970', '2008', '2003', '1992', '2006', '1985', '1935', '1979', '1984', '2007', '1968', '1963', '2009', '2010', '2004', '1982', '2014', '1994', '1931', '1983', '1995', '1972', '2001', '1989', '1996', '2002', '1981', '2012', '2013', '1962', '1988', '2000', '1997', '1991', '1999', '1987', '1986']]
Predicted Ans:    1988
Predicted Path:   Dave --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Path (Raw):       Dave --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Neg LogProb(↓):   1.159357
Path Entropy(↓):  2.223411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of don't move
Start Entity:     Don't Move
Gold Answer:      [['Broken Embraces', 'Sahara', 'Woman on Top', 'The Good Night', 'The Star Maker', "Don't Tempt Me", "Captain Corelli's Mandolin", 'Volver', 'The Girl of Your Dreams', 'All the Pretty Horses', 'Elegy', 'The Counselor', 'Vanilla Sky', 'Bandidas', 'Open Your Eyes', 'Mostly Martha', 'Masked and Anonymous', 'Love Can Seriously Damage Your Health', 'Noel']]
Predicted Ans:    Don't Move
Predicted Path:   Don't Move --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move
Path (Raw):       Don't Move --[starred_actors]--> Penélope Cruz --[No Operation]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move
Neg LogProb(↓):   0.947228
Path Entropy(↓):  1.974709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with edge of the city fall under
Start Entity:     Edge of the City
Gold Answer:      [['Romance', 'Music', 'Western', 'Short', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Edge of the City --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[has_genre]--> Drama
Path (Raw):       Edge of the City --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[has_genre]--> Drama
Neg LogProb(↓):   1.163291
Path Entropy(↓):  1.494908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of i am legend
Start Entity:     I Am Legend
Gold Answer:      [['1980', '1970', '2006', '1935', '2007', '1968', '1963', '1998', '2009', '1957', '2010', '1973', '1972', '1971', '1990', '1981', '2012', '2011', '1964', '1975', '1960', '1999']]
Predicted Ans:    1975
Predicted Path:   I Am Legend --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       I Am Legend --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   1.568352
Path Entropy(↓):  2.141643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of high risk
Start Entity:     High Risk
Gold Answer:      [['Anjelica Huston', 'Mary Crosby', 'Robert Urich', 'Michael D. Roberts', 'Juan Pablo Di Pace', 'Bobby Di Cicco', 'Jonathan Ward', 'Kelly Brook', 'Michael Paré', 'Christine Ebersole', 'Billy Zane', 'Lauren Stanley', 'Nancy Allen']]
Predicted Ans:    Anjelica Huston
Predicted Path:   High Risk --[directed_by]--> Stewart Raffill --[(INV) directed_by]--> The Ice Pirates --[starred_actors]--> Anjelica Huston
Path (Raw):       High Risk --[directed_by]--> Stewart Raffill --[(INV) directed_by]--> The Ice Pirates --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.011690
Path Entropy(↓):  0.075548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with larry brand
Start Entity:     Larry Brand
Gold Answer:      [['André Téchiné']]
Predicted Ans:    André Téchiné
Predicted Path:   Larry Brand --[(INV) directed_by]--> The Girl on the Train --[directed_by]--> André Téchiné
Path (Raw):       Larry Brand --[No Operation]--> Larry Brand --[(INV) directed_by]--> The Girl on the Train --[directed_by]--> André Téchiné
Neg LogProb(↓):   0.001548
Path Entropy(↓):  0.011653
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in a room for romeo brass also appears in which movies
Start Entity:     A Room for Romeo Brass
Gold Answer:      [['Now Is Good', 'The Backwoods', 'The Cry of the Owl', 'Last Resort', 'Blitz', "Dead Man's Shoes", 'My Summer of Love', 'Stoned', 'Submarine']]
Predicted Ans:    Paddy Considine
Predicted Path:   A Room for Romeo Brass --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[starred_actors]--> Paddy Considine
Path (Raw):       A Room for Romeo Brass --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[starred_actors]--> Paddy Considine
Neg LogProb(↓):   0.774749
Path Entropy(↓):  0.866033
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in dans paris also appears in which films
Start Entity:     Dans Paris
Gold Answer:      [['Molière', 'The Beat That My Heart Skipped', 'Entre Nous', 'Populaire', 'Mood Indigo', 'Frontier of the Dawn', 'Regular Lovers', 'A Burning Hot Summer', 'Saint Laurent', 'The Big Picture', 'Heartbreaker', 'Afterwards', 'Love Songs']]
Predicted Ans:    Love Songs
Predicted Path:   Dans Paris --[starred_actors]--> Louis Garrel --[(INV) starred_actors]--> Love Songs
Path (Raw):       Dans Paris --[starred_actors]--> Louis Garrel --[No Operation]--> Louis Garrel --[(INV) starred_actors]--> Love Songs
Neg LogProb(↓):   1.027958
Path Entropy(↓):  1.440457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the call of the wild
Start Entity:     The Call of the Wild
Gold Answer:      [['1954', '1979', '1968', '1939', '1957', '1951', '1982', '1953', '1947', '1932', '1956', '1931', '1943', '1976', '1948', '1942', '2002', '1962', '1988', '1934', '1966', '1950', '1960', '1952', '1965', '1927', '1937']]
Predicted Ans:    1988
Predicted Path:   The Call of the Wild --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The New Adventures of Pippi Longstocking --[release_year]--> 1988
Path (Raw):       The Call of the Wild --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The New Adventures of Pippi Longstocking --[release_year]--> 1988
Neg LogProb(↓):   1.657523
Path Entropy(↓):  2.720510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by michael c. gwynne were released in which years
Start Entity:     Michael C. Gwynne
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Michael C. Gwynne --[(INV) starred_actors]--> Payday --[release_year]--> 1973
Path (Raw):       Michael C. Gwynne --[No Operation]--> Michael C. Gwynne --[(INV) starred_actors]--> Payday --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by daredevil writers release
Start Entity:     Daredevil
Gold Answer:      [['1995', '1998', '2005', '1993', '2007']]
Predicted Ans:    1998
Predicted Path:   Daredevil --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Simon Birch --[release_year]--> 1998
Path (Raw):       Daredevil --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Simon Birch --[release_year]--> 1998
Neg LogProb(↓):   0.680023
Path Entropy(↓):  1.244802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in common
Start Entity:     Common
Gold Answer:      [['1997', '2001', '2003', '1992', '1996', '1985', '1999', '2002', '1974', '2011']]
Predicted Ans:    2001
Predicted Path:   Common --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[release_year]--> 2001
Path (Raw):       Common --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[release_year]--> 2001
Neg LogProb(↓):   0.616001
Path Entropy(↓):  1.222509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of bruce campbell directed films
Start Entity:     Bruce Campbell
Gold Answer:      [['Mark Verheiden']]
Predicted Ans:    Mark Verheiden
Predicted Path:   Bruce Campbell --[(INV) directed_by]--> My Name Is Bruce --[written_by]--> Mark Verheiden
Path (Raw):       Bruce Campbell --[No Operation]--> Bruce Campbell --[(INV) directed_by]--> My Name Is Bruce --[written_by]--> Mark Verheiden
Neg LogProb(↓):   0.117832
Path Entropy(↓):  0.378542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the deceivers
Start Entity:     The Deceivers
Gold Answer:      [['nicholas meyer', 'bd-r']]
Predicted Ans:    nicholas meyer
Predicted Path:   The Deceivers --[has_tags]--> nicholas meyer --[(INV) has_tags]--> The Day After --[has_tags]--> nicholas meyer
Path (Raw):       The Deceivers --[has_tags]--> nicholas meyer --[(INV) has_tags]--> The Day After --[has_tags]--> nicholas meyer
Neg LogProb(↓):   0.408707
Path Entropy(↓):  0.674146
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the world is not enough
Start Entity:     The World Is Not Enough
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The World Is Not Enough --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Nomads --[has_genre]--> Horror
Path (Raw):       The World Is Not Enough --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Nomads --[has_genre]--> Horror
Neg LogProb(↓):   0.794901
Path Entropy(↓):  1.269086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of shadow conspiracy
Start Entity:     Shadow Conspiracy
Gold Answer:      [['Major League', 'Invasion of the Body Snatchers', 'The Big Bounce', 'Eye of the Needle', 'Start the Revolution Without Me', 'Backdraft', 'Hot Shots!', 'Black Moon Rising', 'Crackers', 'Panic', 'The Italian Job', 'Land of the Blind', 'The Best Offer', 'Hot Shots! Part Deux', 'MASH', 'The Rookie', 'Fallen', 'Instinct', "Dante's Peak", 'Men at Work', 'The Secret Life of Girls', 'The Chase', 'Young Guns', 'Lucas', 'Bad Day on the Block', 'Major League II', 'Buffy the Vampire Slayer', 'Alex in Wonderland', 'The Eagle', 'A Dry White Season', 'Terminal Velocity', "Don't Look Now", 'Good Advice', 'Hollow Point', 'The Puppet Masters', 'The Eagle Has Landed', 'The Terminator', 'King Kong Lives', 'Disclosure', 'Money Talks', 'Lost Angels', 'Revolution', 'The Day of the Locust', 'A Glimpse Inside the Mind of Charles Swan III', 'Red Dawn', 'Without Limits', 'Path to War', 'The Assignment', 'An American Haunting', 'Space Cowboys', 'Foodfight!', 'Lock Up', 'Heaven Help Us', 'Klute', 'Wall Street', 'Ordinary People', "No Man's Land", 'Rated X', 'The Arrival', 'Silent Fall', 'Fierce People', 'All Dogs Go to Heaven 2', 'Children of the Corn', 'Cadence', 'Max Dugan Returns', 'The Three Musketeers', 'Virus', 'Mr. Destiny']]
Predicted Ans:    The Italian Job
Predicted Path:   Shadow Conspiracy --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job
Path (Raw):       Shadow Conspiracy --[starred_actors]--> Donald Sutherland --[No Operation]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job
Neg LogProb(↓):   1.073791
Path Entropy(↓):  2.007085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of lady windermere's fan
Start Entity:     Lady Windermere's Fan
Gold Answer:      [['Ken Russell', 'Alexander Korda', 'Albert Lewin', 'Oliver Parker', 'Mike Barker', 'Clio Barnard', 'Massimo Dallamano', 'Jules Dassin']]
Predicted Ans:    Ken Russell
Predicted Path:   Lady Windermere's Fan --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Path (Raw):       Lady Windermere's Fan --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.005632
Path Entropy(↓):  0.041230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with tale of tales in
Start Entity:     Tale of Tales
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Tale of Tales --[directed_by]--> Yuriy Norshteyn --[(INV) directed_by]--> Hedgehog in the Fog --[in_language]--> Russian
Path (Raw):       Tale of Tales --[directed_by]--> Yuriy Norshteyn --[(INV) directed_by]--> Hedgehog in the Fog --[in_language]--> Russian
Neg LogProb(↓):   1.050553
Path Entropy(↓):  0.652091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by rodrigo cortes
Start Entity:     Rodrigo Cortés
Gold Answer:      [['Cédric Kahn', 'Chris Sparling', 'Georges Simenon']]
Predicted Ans:    Cédric Kahn
Predicted Path:   Rodrigo Cortés --[(INV) directed_by]--> Red Lights --[written_by]--> Cédric Kahn
Path (Raw):       Rodrigo Cortés --[No Operation]--> Rodrigo Cortés --[(INV) directed_by]--> Red Lights --[written_by]--> Cédric Kahn
Neg LogProb(↓):   0.289630
Path Entropy(↓):  0.861804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the best of everything also wrote which movies
Start Entity:     The Best of Everything
Gold Answer:      [['The First Deadly Sin']]
Predicted Ans:    The First Deadly Sin
Predicted Path:   The Best of Everything --[written_by]--> Mann Rubin --[(INV) written_by]--> The First Deadly Sin
Path (Raw):       The Best of Everything --[written_by]--> Mann Rubin --[(INV) written_by]--> The First Deadly Sin --[No Operation]--> The First Deadly Sin
Neg LogProb(↓):   0.171455
Path Entropy(↓):  0.538074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by robert bixby
Start Entity:     Robert Bixby
Gold Answer:      [['Patrick Creadon']]
Predicted Ans:    Patrick Creadon
Predicted Path:   Robert Bixby --[(INV) starred_actors]--> I.O.U.S.A. --[directed_by]--> Patrick Creadon
Path (Raw):       Robert Bixby --[No Operation]--> Robert Bixby --[(INV) starred_actors]--> I.O.U.S.A. --[directed_by]--> Patrick Creadon
Neg LogProb(↓):   0.000584
Path Entropy(↓):  0.005095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of reds
Start Entity:     Reds
Gold Answer:      [['Don Ameche', 'Julie Christie', 'Charles Coburn', 'Warren Beatty', 'Gene Tierney', 'Charlie Korsmo', 'Marjorie Main']]
Predicted Ans:    Don Ameche
Predicted Path:   Reds --[directed_by]--> Warren Beatty --[(INV) directed_by]--> Heaven Can Wait --[starred_actors]--> Don Ameche
Path (Raw):       Reds --[directed_by]--> Warren Beatty --[(INV) directed_by]--> Heaven Can Wait --[starred_actors]--> Don Ameche
Neg LogProb(↓):   0.493071
Path Entropy(↓):  1.193378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie at long last love
Start Entity:     At Long Last Love
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   At Long Last Love --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       At Long Last Love --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   2.437981
Path Entropy(↓):  3.925797
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by ida lupino released
Start Entity:     Ida Lupino
Gold Answer:      [['1954', '1953']]
Predicted Ans:    1953
Predicted Path:   Ida Lupino --[(INV) written_by]--> The Hitch-Hiker --[release_year]--> 1953
Path (Raw):       Ida Lupino --[No Operation]--> Ida Lupino --[(INV) written_by]--> The Hitch-Hiker --[release_year]--> 1953
Neg LogProb(↓):   0.525369
Path Entropy(↓):  1.215014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by ronald harwood released
Start Entity:     Ronald Harwood
Gold Answer:      [['1983', '1948', '2001', '2008', '2003', '2005', '2004', '1982', '2002', '1981', '2012', '2007']]
Predicted Ans:    2002
Predicted Path:   Ronald Harwood --[(INV) written_by]--> The Pianist --[release_year]--> 2002
Path (Raw):       Ronald Harwood --[No Operation]--> Ronald Harwood --[(INV) written_by]--> The Pianist --[release_year]--> 2002
Neg LogProb(↓):   0.873539
Path Entropy(↓):  1.409677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by in old california actors
Start Entity:     In Old California
Gold Answer:      [['Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Dudley Nichols', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Charles Schnee', 'Robin Moore', 'Jo Swerling', 'Ernest K. Gann', 'Harry Julian Fink', 'Kathryn Bigelow', 'Harry Brown', 'Ernest Haycox', 'C.E. Scoggins', 'Scott Hale', 'Miles Hood Swarthout', 'Burt Kennedy', 'Ladislas Fodor', 'Dorothy M. Johnson', 'Neil H. Swanson', 'Rita M. Fink', 'Frank S. Nugent', 'James Warner Bellah', 'Andrew J. Fenady', 'James Edward Grant', 'Leslie Bohem', 'William Dale Jennings', 'Wendell Mayes', 'Andrew Geer', 'Marguerite Roberts', 'Garland Roark', 'Stephen Gaghan', 'Charles Portis', 'Alan Le May', 'Thelma Strabel', 'Maurice Walsh', 'James Oliver Curwood', 'Irving Ravetch', 'Harold Bell Wright', 'James Bassett', 'Borden Chase', 'Martha Hyer', 'Rex Beach', 'John Lee Hancock', 'Clair Huffaker', "Louis L'Amour", 'William L. White', 'Lawrence Hazard', 'James Kevin McGuinness', 'Leigh Brackett', 'Jules Furthman', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'Tom Reed', 'George Owen', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', "Eugene O'Neill", 'Willis Goldbeck']]
Predicted Ans:    Leigh Brackett
Predicted Path:   In Old California --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       In Old California --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.037307
Path Entropy(↓):  2.692326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is night of the lepus
Start Entity:     Night of the Lepus
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Night of the Lepus --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Night of the Lepus --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.536254
Path Entropy(↓):  3.958592
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did buzzy linhart star in
Start Entity:     Buzzy Linhart
Gold Answer:      [['The Groove Tube']]
Predicted Ans:    The Groove Tube
Predicted Path:   Buzzy Linhart --[(INV) starred_actors]--> The Groove Tube --[starred_actors]--> Ken Shapiro --[(INV) starred_actors]--> The Groove Tube
Path (Raw):       Buzzy Linhart --[(INV) starred_actors]--> The Groove Tube --[starred_actors]--> Ken Shapiro --[(INV) starred_actors]--> The Groove Tube
Neg LogProb(↓):   0.226242
Path Entropy(↓):  0.679940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the three faces of eve
Start Entity:     The Three Faces of Eve
Gold Answer:      [['Hervey M. Cleckley']]
Predicted Ans:    Hervey M. Cleckley
Predicted Path:   The Three Faces of Eve --[written_by]--> Hervey M. Cleckley --[(INV) written_by]--> The Three Faces of Eve --[written_by]--> Hervey M. Cleckley
Path (Raw):       The Three Faces of Eve --[written_by]--> Hervey M. Cleckley --[(INV) written_by]--> The Three Faces of Eve --[written_by]--> Hervey M. Cleckley
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer franny armstrong
Start Entity:     Franny Armstrong
Gold Answer:      [['Pete Postlethwaite']]
Predicted Ans:    Pete Postlethwaite
Predicted Path:   Franny Armstrong --[(INV) written_by]--> The Age of Stupid --[starred_actors]--> Pete Postlethwaite
Path (Raw):       Franny Armstrong --[No Operation]--> Franny Armstrong --[(INV) written_by]--> The Age of Stupid --[starred_actors]--> Pete Postlethwaite
Neg LogProb(↓):   0.004242
Path Entropy(↓):  0.027356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by andrew birkin released
Start Entity:     Andrew Birkin
Gold Answer:      [['1988', '1993']]
Predicted Ans:    1993
Predicted Path:   Andrew Birkin --[(INV) written_by]--> The Cement Garden --[release_year]--> 1993
Path (Raw):       Andrew Birkin --[No Operation]--> Andrew Birkin --[(INV) written_by]--> The Cement Garden --[release_year]--> 1993
Neg LogProb(↓):   0.326129
Path Entropy(↓):  0.591334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by steve kloves released
Start Entity:     Steve Kloves
Gold Answer:      [['1989', '1993']]
Predicted Ans:    1989
Predicted Path:   Steve Kloves --[(INV) directed_by]--> The Fabulous Baker Boys --[release_year]--> 1989
Path (Raw):       Steve Kloves --[No Operation]--> Steve Kloves --[(INV) directed_by]--> The Fabulous Baker Boys --[release_year]--> 1989
Neg LogProb(↓):   0.077330
Path Entropy(↓):  0.264925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films the grey zone are written by who
Start Entity:     The Grey Zone
Gold Answer:      [['Tim Blake Nelson', 'William Shakespeare', 'Brad Kaaya']]
Predicted Ans:    Tim Blake Nelson
Predicted Path:   The Grey Zone --[directed_by]--> Tim Blake Nelson --[(INV) directed_by]--> Eye of God --[written_by]--> Tim Blake Nelson
Path (Raw):       The Grey Zone --[directed_by]--> Tim Blake Nelson --[(INV) directed_by]--> Eye of God --[written_by]--> Tim Blake Nelson
Neg LogProb(↓):   0.404466
Path Entropy(↓):  0.915885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of twice - told tales
Start Entity:     Twice-Told Tales
Gold Answer:      [['The Last Man on Earth', 'Sitting Bull']]
Predicted Ans:    Twice-Told Tales
Predicted Path:   Twice-Told Tales --[directed_by]--> Sidney Salkow --[(INV) directed_by]--> Twice-Told Tales
Path (Raw):       Twice-Told Tales --[No Operation]--> Twice-Told Tales --[directed_by]--> Sidney Salkow --[(INV) directed_by]--> Twice-Told Tales
Neg LogProb(↓):   0.016973
Path Entropy(↓):  0.086028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by dale wasserman
Start Entity:     Dale Wasserman
Gold Answer:      [['Jean Simmons', 'Sophia Loren', 'James Garner', 'Katharine Ross', "Peter O'Toole", 'Suzanne Pleshette', 'James Coco']]
Predicted Ans:    James Garner
Predicted Path:   Dale Wasserman --[(INV) written_by]--> Mister Buddwing --[starred_actors]--> James Garner
Path (Raw):       Dale Wasserman --[No Operation]--> Dale Wasserman --[(INV) written_by]--> Mister Buddwing --[starred_actors]--> James Garner
Neg LogProb(↓):   0.001537
Path Entropy(↓):  0.012097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed pacific rim
Start Entity:     Pacific Rim
Gold Answer:      [['Mike Mignola', 'David Muñoz', 'David S. Goyer', 'Antonio Trashorras', 'Guillermo del Toro', 'Donald A. Wollheim']]
Predicted Ans:    Guillermo del Toro
Predicted Path:   Pacific Rim --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[written_by]--> Guillermo del Toro
Path (Raw):       Pacific Rim --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[written_by]--> Guillermo del Toro
Neg LogProb(↓):   0.003590
Path Entropy(↓):  0.024825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by traffic department writers release
Start Entity:     Traffic Department
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Traffic Department --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> The Dark House --[release_year]--> 2009
Path (Raw):       Traffic Department --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> The Dark House --[release_year]--> 2009
Neg LogProb(↓):   0.246034
Path Entropy(↓):  0.524498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the secrets
Start Entity:     The Secrets
Gold Answer:      [['Avi Nesher']]
Predicted Ans:    Avi Nesher
Predicted Path:   The Secrets --[written_by]--> Avi Nesher --[(INV) written_by]--> Turn Left at the End of the World --[directed_by]--> Avi Nesher
Path (Raw):       The Secrets --[written_by]--> Avi Nesher --[(INV) written_by]--> Turn Left at the End of the World --[directed_by]--> Avi Nesher
Neg LogProb(↓):   0.497864
Path Entropy(↓):  0.669711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the wicker man
Start Entity:     The Wicker Man
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   The Wicker Man --[written_by]--> Neil LaBute --[(INV) written_by]--> Possession --[in_language]--> French
Path (Raw):       The Wicker Man --[written_by]--> Neil LaBute --[(INV) written_by]--> Possession --[in_language]--> French
Neg LogProb(↓):   1.310406
Path Entropy(↓):  1.533385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by roberto fontanarrosa in
Start Entity:     Roberto Fontanarrosa
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Roberto Fontanarrosa --[(INV) written_by]--> Boogie --[has_genre]--> Action
Path (Raw):       Roberto Fontanarrosa --[No Operation]--> Roberto Fontanarrosa --[(INV) written_by]--> Boogie --[has_genre]--> Action
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie brotherhood of the wolf are written by who
Start Entity:     Brotherhood of the Wolf
Gold Answer:      [['Kazuo Koike', 'Roger Allers', 'Linda Woolverton', 'Ryoichi Ikegami', 'Christophe Gans', 'Jean Cocteau', 'Roger Avary']]
Predicted Ans:    Linda Woolverton
Predicted Path:   Brotherhood of the Wolf --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Path (Raw):       Brotherhood of the Wolf --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Neg LogProb(↓):   0.470910
Path Entropy(↓):  1.059297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of dreamchild
Start Entity:     Dreamchild
Gold Answer:      [['Kafka', 'Esther Kahn', 'Wisconsin Death Trip', 'Brave New World', 'Ratatouille', 'While You Were Sleeping', 'To Gillian on Her 37th Birthday', "The Emperor's New Clothes", 'The Idolmaker', 'Night Falls on Manhattan', 'Last Dance', 'The Underneath', 'Naked Lunch', 'Summer Lovers', 'Brazil']]
Predicted Ans:    Brazil
Predicted Path:   Dreamchild --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Brazil
Path (Raw):       Dreamchild --[starred_actors]--> Ian Holm --[No Operation]--> Ian Holm --[(INV) starred_actors]--> Brazil
Neg LogProb(↓):   0.642559
Path Entropy(↓):  1.152067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the family man were in which languages
Start Entity:     The Family Man
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   The Family Man --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[in_language]--> Greek
Path (Raw):       The Family Man --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[in_language]--> Greek
Neg LogProb(↓):   0.008110
Path Entropy(↓):  0.046987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Wolfgang murnberger directed which films
Start Entity:     Wolfgang Murnberger
Gold Answer:      [['The Bone Man']]
Predicted Ans:    The Bone Man
Predicted Path:   Wolfgang Murnberger --[(INV) directed_by]--> The Bone Man --[directed_by]--> Wolfgang Murnberger --[(INV) directed_by]--> The Bone Man
Path (Raw):       Wolfgang Murnberger --[(INV) directed_by]--> The Bone Man --[directed_by]--> Wolfgang Murnberger --[(INV) directed_by]--> The Bone Man
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of women in trouble
Start Entity:     Women in Trouble
Gold Answer:      [['Elektra Luxx', 'Judas Kiss']]
Predicted Ans:    Women in Trouble
Predicted Path:   Women in Trouble --[directed_by]--> Sebastian Gutierrez --[(INV) directed_by]--> Women in Trouble
Path (Raw):       Women in Trouble --[directed_by]--> Sebastian Gutierrez --[(INV) directed_by]--> Women in Trouble --[No Operation]--> Women in Trouble
Neg LogProb(↓):   0.075625
Path Entropy(↓):  0.282199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by arthur mayse were directed by who
Start Entity:     Arthur Mayse
Gold Answer:      [['Joseph H. Lewis']]
Predicted Ans:    Joseph H. Lewis
Predicted Path:   Arthur Mayse --[(INV) written_by]--> Desperate Search --[directed_by]--> Joseph H. Lewis
Path (Raw):       Arthur Mayse --[No Operation]--> Arthur Mayse --[(INV) written_by]--> Desperate Search --[directed_by]--> Joseph H. Lewis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by wade davis
Start Entity:     Wade Davis
Gold Answer:      [['Bill Pullman']]
Predicted Ans:    Bill Pullman
Predicted Path:   Wade Davis --[(INV) written_by]--> The Serpent and the Rainbow --[starred_actors]--> Bill Pullman
Path (Raw):       Wade Davis --[No Operation]--> Wade Davis --[(INV) written_by]--> The Serpent and the Rainbow --[starred_actors]--> Bill Pullman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with macabre fall under
Start Entity:     Macabre
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Macabre --[written_by]--> Robb White --[(INV) written_by]--> The Tingler --[has_genre]--> Horror
Path (Raw):       Macabre --[written_by]--> Robb White --[(INV) written_by]--> The Tingler --[has_genre]--> Horror
Neg LogProb(↓):   0.135929
Path Entropy(↓):  0.466134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of girls about town
Start Entity:     Girls About Town
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'June Allyson', 'Ronald Colman', 'Anton Walbrook', 'Diana Wynyard', 'Frank Pettingell', 'Cary Grant', 'Joan Bennett', 'Ginger Rogers', 'Katharine Hepburn', 'Janet Gaynor', 'May Robson', 'Anthony Quinn', 'Winona Ryder', 'Spring Byington', 'Charles Ruggles', 'Vivien Leigh', 'John Barrymore', 'Doris Nolan', 'Lew Ayres', 'Claire Bloom', 'Anthony Franciosa', 'James Franco', 'Maurice Chevalier', 'Jean Harlow', 'Sienna Miller', 'Efrem Zimbalist Jr.', 'William Holden', 'Adolphe Menjou', 'Joseph Cotten', 'Michael Richards', 'Broderick Crawford', 'Bill Travers', 'Abraham Sofaer', 'Lionel Barrymore', 'Tony Randall', 'Teresa Wright', 'Claudette Colbert', 'Anna Magnani', 'Constance Bennett', 'Rosalind Russell', 'Signe Hasso', 'Ava Gardner', 'Charles Boyer', 'Deborah Kerr', 'Norma Shearer', 'James Mason', 'James Stewart', 'Anthony Perkins', 'Jane Fonda', 'Wallace Beery', 'Fredric March', 'Shirley Temple', 'Stewart Granger', 'Mary Boland', 'Joan Crawford', 'Melvyn Douglas', 'John Goodman', 'Melanie Griffith', 'Don Johnson', 'Leslie Howard', 'Barbra Streisand', 'Jeanette MacDonald', 'Judy Garland', 'Judy Holliday', 'Aldo Ray', 'Madge Kennedy', 'Genevieve Tobin', 'Olivia Hussey', 'Leonard Whiting', 'Conrad Veidt', 'Andy Lau', 'Mitzi Gaynor', 'Jack Lemmon', 'Kay Kendall', 'Elizabeth Allan', 'Yves Montand', 'Ingrid Bergman', 'Kris Kristofferson', 'Taina Elg', 'Robert Taylor', 'Marilyn Monroe', 'Shelley Winters', 'Ruth Hussey', 'Lowell Sherman', 'Gene Kelly', 'Jean Simmons', 'Herbert Marshall', 'Spencer Tracy']]
Predicted Ans:    Aldo Ray
Predicted Path:   Girls About Town --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[starred_actors]--> Aldo Ray
Path (Raw):       Girls About Town --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[starred_actors]--> Aldo Ray
Neg LogProb(↓):   0.638932
Path Entropy(↓):  1.298169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by elli medeiros release
Start Entity:     Elli Medeiros
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Elli Medeiros --[(INV) starred_actors]--> Lion's Den --[release_year]--> 2008
Path (Raw):       Elli Medeiros --[No Operation]--> Elli Medeiros --[(INV) starred_actors]--> Lion's Den --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by margaret drabble
Start Entity:     Margaret Drabble
Gold Answer:      [['Karel Reisz']]
Predicted Ans:    Karel Reisz
Predicted Path:   Margaret Drabble --[(INV) written_by]--> Isadora --[directed_by]--> Karel Reisz
Path (Raw):       Margaret Drabble --[No Operation]--> Margaret Drabble --[(INV) written_by]--> Isadora --[directed_by]--> Karel Reisz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by michael c. hall
Start Entity:     Michael C. Hall
Gold Answer:      [['Jim Mickle']]
Predicted Ans:    Jim Mickle
Predicted Path:   Michael C. Hall --[(INV) starred_actors]--> Cold in July --[directed_by]--> Jim Mickle
Path (Raw):       Michael C. Hall --[No Operation]--> Michael C. Hall --[(INV) starred_actors]--> Cold in July --[directed_by]--> Jim Mickle
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in little man tate also appears in which movies
Start Entity:     Little Man Tate
Gold Answer:      [["Nim's Island", 'Foxes', 'Panic Room', 'Catchfire', 'Elysium', 'The Silence of the Lambs', 'Carny', 'Flightplan', 'Carnage', 'Maverick', 'The Little Girl Who Lives Down the Lane', 'The Brave One', 'Freaky Friday', 'The Hotel New Hampshire', 'Sommersby', 'Candleshoe', 'Bugsy Malone', 'Anna and the King', 'The Beaver', 'The Accused', 'Contact', 'Inside Man', 'Five Corners', 'Nell']]
Predicted Ans:    Inside Man
Predicted Path:   Little Man Tate --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man
Path (Raw):       Little Man Tate --[starred_actors]--> Jodie Foster --[No Operation]--> Jodie Foster --[(INV) starred_actors]--> Inside Man
Neg LogProb(↓):   1.082709
Path Entropy(↓):  1.811860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film the tale of sweeney todd were in which genres
Start Entity:     The Tale of Sweeney Todd
Gold Answer:      [['Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Tale of Sweeney Todd --[written_by]--> Peter Buckman --[(INV) written_by]--> Appointment with Death --[has_genre]--> Crime
Path (Raw):       The Tale of Sweeney Todd --[written_by]--> Peter Buckman --[(INV) written_by]--> Appointment with Death --[has_genre]--> Crime
Neg LogProb(↓):   0.090284
Path Entropy(↓):  0.331252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie magnum force were released in which years
Start Entity:     Magnum Force
Gold Answer:      [['1980', '1978', '1997', '1975', '1972', '2012', '1982', '1973', '1985', '1979', '1987', '1945', '1974', '2011', '1984']]
Predicted Ans:    1980
Predicted Path:   Magnum Force --[written_by]--> Michael Cimino --[(INV) written_by]--> Heaven's Gate --[release_year]--> 1980
Path (Raw):       Magnum Force --[written_by]--> Michael Cimino --[(INV) written_by]--> Heaven's Gate --[release_year]--> 1980
Neg LogProb(↓):   0.795378
Path Entropy(↓):  1.323308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film merrill's marauders
Start Entity:     Merrill's Marauders
Gold Answer:      [['Lawrence P. Bachmann', 'Graham Yost', 'Robert Aldrich']]
Predicted Ans:    Graham Yost
Predicted Path:   Merrill's Marauders --[starred_actors]--> Jeff Chandler --[(INV) starred_actors]--> Broken Arrow --[written_by]--> Graham Yost
Path (Raw):       Merrill's Marauders --[starred_actors]--> Jeff Chandler --[(INV) starred_actors]--> Broken Arrow --[written_by]--> Graham Yost
Neg LogProb(↓):   0.935873
Path Entropy(↓):  0.670064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of reckless were directed by who
Start Entity:     Reckless
Gold Answer:      [['Barry Levinson', 'Craig Lucas', 'Richard Donner', 'Joe Dante', 'Joe Roth', 'Alan Rudolph', 'Chris Columbus', 'Norman René']]
Predicted Ans:    Chris Columbus
Predicted Path:   Reckless --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months --[directed_by]--> Chris Columbus
Path (Raw):       Reckless --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months --[directed_by]--> Chris Columbus
Neg LogProb(↓):   0.070144
Path Entropy(↓):  0.369341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in tempest
Start Entity:     Tempest
Gold Answer:      [['French', 'English', 'Russian', 'Hungarian']]
Predicted Ans:    French
Predicted Path:   Tempest --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City --[in_language]--> French
Path (Raw):       Tempest --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City --[in_language]--> French
Neg LogProb(↓):   0.618255
Path Entropy(↓):  0.708948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by kurt eichenwald
Start Entity:     Kurt Eichenwald
Gold Answer:      [['Steven Soderbergh']]
Predicted Ans:    Scott Z. Burns
Predicted Path:   Kurt Eichenwald --[(INV) written_by]--> The Informant! --[written_by]--> Scott Z. Burns
Path (Raw):       Kurt Eichenwald --[No Operation]--> Kurt Eichenwald --[(INV) written_by]--> The Informant! --[written_by]--> Scott Z. Burns
Neg LogProb(↓):   0.156087
Path Entropy(↓):  0.427705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie caravaggio are written by who
Start Entity:     Caravaggio
Gold Answer:      [['Terry Eagleton', 'Paul Humfress', 'Derek Jarman', 'Julie Taymor', 'Christopher Marlowe', 'William Shakespeare']]
Predicted Ans:    Derek Jarman
Predicted Path:   Caravaggio --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Blue --[written_by]--> Derek Jarman
Path (Raw):       Caravaggio --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Blue --[written_by]--> Derek Jarman
Neg LogProb(↓):   0.088640
Path Entropy(↓):  0.329264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the place beyond the pines in
Start Entity:     The Place Beyond the Pines
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Place Beyond the Pines --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The Place Beyond the Pines --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.686453
Path Entropy(↓):  2.756161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of burn - e were directed by who
Start Entity:     BURN-E
Gold Answer:      [['Pete Docter', 'Lee Unkrich', 'John Lasseter', 'David Silverman', 'Andrew Stanton']]
Predicted Ans:    Lee Unkrich
Predicted Path:   BURN-E --[written_by]--> Andrew Stanton --[(INV) written_by]--> Monsters, Inc. --[directed_by]--> Lee Unkrich
Path (Raw):       BURN-E --[written_by]--> Andrew Stanton --[(INV) written_by]--> Monsters, Inc. --[directed_by]--> Lee Unkrich
Neg LogProb(↓):   0.825725
Path Entropy(↓):  1.501814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of murder at the gallop
Start Entity:     Murder at the Gallop
Gold Answer:      [['Margaret Rutherford']]
Predicted Ans:    Margaret Rutherford
Predicted Path:   Murder at the Gallop --[directed_by]--> George Pollock --[(INV) directed_by]--> Murder at the Gallop --[starred_actors]--> Margaret Rutherford
Path (Raw):       Murder at the Gallop --[directed_by]--> George Pollock --[(INV) directed_by]--> Murder at the Gallop --[starred_actors]--> Margaret Rutherford
Neg LogProb(↓):   0.024599
Path Entropy(↓):  0.126216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film chocolat are directed by who
Start Entity:     Chocolat
Gold Answer:      [['Jim Jarmusch', 'Philippe Godeau', 'Amy Redford', 'Nicole Garcia', 'Claude Chabrol', 'Guillaume Canet', 'Olivier Nakache']]
Predicted Ans:    Guillaume Canet
Predicted Path:   Chocolat --[starred_actors]--> François Cluzet --[(INV) starred_actors]--> Little White Lies --[directed_by]--> Guillaume Canet
Path (Raw):       Chocolat --[starred_actors]--> François Cluzet --[(INV) starred_actors]--> Little White Lies --[directed_by]--> Guillaume Canet
Neg LogProb(↓):   0.868875
Path Entropy(↓):  1.261894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by dream
Start Entity:     dream
Gold Answer:      [['Inception', 'Requiem for a Dream']]
Predicted Ans:    Inception
Predicted Path:   dream --[(INV) has_tags]--> Inception --[has_tags]--> dileep rao --[(INV) has_tags]--> Inception
Path (Raw):       dream --[(INV) has_tags]--> Inception --[has_tags]--> dileep rao --[(INV) has_tags]--> Inception
Neg LogProb(↓):   0.000482
Path Entropy(↓):  0.004187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in i married a witch
Start Entity:     I Married a Witch
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   I Married a Witch --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro --[in_language]--> French
Path (Raw):       I Married a Witch --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro --[in_language]--> French
Neg LogProb(↓):   0.025413
Path Entropy(↓):  0.117506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about bees
Start Entity:     bees
Gold Answer:      [['The Secret Life of Bees']]
Predicted Ans:    The Secret Life of Bees
Predicted Path:   bees --[(INV) has_tags]--> The Secret Life of Bees --[has_tags]--> jennifer hudson --[(INV) has_tags]--> The Secret Life of Bees
Path (Raw):       bees --[(INV) has_tags]--> The Secret Life of Bees --[has_tags]--> jennifer hudson --[(INV) has_tags]--> The Secret Life of Bees
Neg LogProb(↓):   0.041566
Path Entropy(↓):  0.177101
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about sofia vassilieva
Start Entity:     sofia vassilieva
Gold Answer:      [["My Sister's Keeper"]]
Predicted Ans:    The Departed
Predicted Path:   sofia vassilieva --[(INV) has_tags]--> My Sister's Keeper --[has_tags]--> alec baldwin --[(INV) has_tags]--> The Departed
Path (Raw):       sofia vassilieva --[(INV) has_tags]--> My Sister's Keeper --[has_tags]--> alec baldwin --[(INV) has_tags]--> The Departed
Neg LogProb(↓):   0.412817
Path Entropy(↓):  1.005348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote pineapple express
Start Entity:     Pineapple Express
Gold Answer:      [['Michel Gondry', 'Greg Mottola', 'Tom DeCerchio', 'Evan Goldberg', 'Judd Apatow', 'Seth Rogen', 'Dean Parisot', 'Michael Dowse', 'Steven Brill', 'Ted Kotcheff', 'Craig Monahan', 'Akiva Schaffer', 'Dennis Dugan']]
Predicted Ans:    Ted Kotcheff
Predicted Path:   Pineapple Express --[written_by]--> Judd Apatow --[(INV) written_by]--> Fun with Dick and Jane --[directed_by]--> Ted Kotcheff
Path (Raw):       Pineapple Express --[written_by]--> Judd Apatow --[(INV) written_by]--> Fun with Dick and Jane --[directed_by]--> Ted Kotcheff
Neg LogProb(↓):   0.850663
Path Entropy(↓):  1.961280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie effi briest were in which languages
Start Entity:     Effi Briest
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Effi Briest --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore --[in_language]--> German
Path (Raw):       Effi Briest --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore --[in_language]--> German
Neg LogProb(↓):   1.073586
Path Entropy(↓):  1.674691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie haunt starred who
Start Entity:     Haunt
Gold Answer:      [['Harrison Gilbertson']]
Predicted Ans:    Harry Cook
Predicted Path:   Haunt --[starred_actors]--> Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[starred_actors]--> Harry Cook
Path (Raw):       Haunt --[starred_actors]--> Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[starred_actors]--> Harry Cook
Neg LogProb(↓):   0.260979
Path Entropy(↓):  0.576707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie tart were in which languages
Start Entity:     Tart
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Tart --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[in_language]--> English
Path (Raw):       Tart --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[in_language]--> English
Neg LogProb(↓):   0.695157
Path Entropy(↓):  0.708513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by chris bessey
Start Entity:     Chris Bessey
Gold Answer:      [['Alin Bijan']]
Predicted Ans:    Alin Bijan
Predicted Path:   Chris Bessey --[(INV) written_by]--> Bells of Innocence --[directed_by]--> Alin Bijan
Path (Raw):       Chris Bessey --[No Operation]--> Chris Bessey --[(INV) written_by]--> Bells of Innocence --[directed_by]--> Alin Bijan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote first sunday
Start Entity:     First Sunday
Gold Answer:      [['David E. Talbert']]
Predicted Ans:    David E. Talbert
Predicted Path:   First Sunday --[written_by]--> David E. Talbert --[(INV) written_by]--> First Sunday --[directed_by]--> David E. Talbert
Path (Raw):       First Sunday --[written_by]--> David E. Talbert --[(INV) written_by]--> First Sunday --[directed_by]--> David E. Talbert
Neg LogProb(↓):   0.192581
Path Entropy(↓):  0.464056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the perfect man starred who
Start Entity:     The Perfect Man
Gold Answer:      [['Adam Garcia', 'Piper Perabo']]
Predicted Ans:    Hilary Duff
Predicted Path:   The Perfect Man --[written_by]--> Gina Wendkos --[(INV) written_by]--> The Perfect Man --[starred_actors]--> Hilary Duff
Path (Raw):       The Perfect Man --[written_by]--> Gina Wendkos --[(INV) written_by]--> The Perfect Man --[starred_actors]--> Hilary Duff
Neg LogProb(↓):   0.000568
Path Entropy(↓):  0.005138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the movies acted by samir khader in
Start Entity:     Samir Khader
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Samir Khader --[(INV) starred_actors]--> Control Room --[in_language]--> English
Path (Raw):       Samir Khader --[No Operation]--> Samir Khader --[(INV) starred_actors]--> Control Room --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was sheldon turner a writer on
Start Entity:     Sheldon Turner
Gold Answer:      [['Up in the Air']]
Predicted Ans:    Up in the Air
Predicted Path:   Sheldon Turner --[(INV) written_by]--> Up in the Air --[written_by]--> Sheldon Turner --[(INV) written_by]--> Up in the Air
Path (Raw):       Sheldon Turner --[(INV) written_by]--> Up in the Air --[written_by]--> Sheldon Turner --[(INV) written_by]--> Up in the Air
Neg LogProb(↓):   0.000248
Path Entropy(↓):  0.002319
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by peter harness were in which genres
Start Entity:     Peter Harness
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Peter Harness --[(INV) written_by]--> Is Anybody There? --[has_genre]--> Drama
Path (Raw):       Peter Harness --[No Operation]--> Peter Harness --[(INV) written_by]--> Is Anybody There? --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film hunting and gathering
Start Entity:     Hunting and Gathering
Gold Answer:      [['1998', '2000', '2009', '2001', '2010', '2004', '2006', '2002', '2013']]
Predicted Ans:    2006
Predicted Path:   Hunting and Gathering --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Path (Raw):       Hunting and Gathering --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Neg LogProb(↓):   0.492836
Path Entropy(↓):  1.308840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the new country starred who
Start Entity:     The New Country
Gold Answer:      [['Gael García Bernal', 'Michelle Williams', 'Sanna Bråding', 'Goran Marjanovic', 'Björn Almroth', 'Thorsten Flinck', 'Rebecka Liljeberg', 'Alexandra Dahlström']]
Predicted Ans:    Rebecka Liljeberg
Predicted Path:   The New Country --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Show Me Love --[starred_actors]--> Rebecka Liljeberg
Path (Raw):       The New Country --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Show Me Love --[starred_actors]--> Rebecka Liljeberg
Neg LogProb(↓):   0.477533
Path Entropy(↓):  1.162591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by frank sinatra were written by who
Start Entity:     Frank Sinatra
Gold Answer:      [['Kikumaru Okuda']]
Predicted Ans:    Abe Burrows
Predicted Path:   Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[written_by]--> Abe Burrows
Path (Raw):       Frank Sinatra --[No Operation]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[written_by]--> Abe Burrows
Neg LogProb(↓):   0.716522
Path Entropy(↓):  1.202207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the director jennifer yuh
Start Entity:     Jennifer Yuh
Gold Answer:      [['Gary Oldman']]
Predicted Ans:    Gary Oldman
Predicted Path:   Jennifer Yuh --[(INV) directed_by]--> Kung Fu Panda 2 --[starred_actors]--> Gary Oldman
Path (Raw):       Jennifer Yuh --[No Operation]--> Jennifer Yuh --[(INV) directed_by]--> Kung Fu Panda 2 --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the class starred which actors
Start Entity:     The Class
Gold Answer:      [['François Bégaudeau']]
Predicted Ans:    François Bégaudeau
Predicted Path:   The Class --[starred_actors]--> François Bégaudeau --[(INV) starred_actors]--> The Class --[starred_actors]--> François Bégaudeau
Path (Raw):       The Class --[starred_actors]--> François Bégaudeau --[(INV) starred_actors]--> The Class --[starred_actors]--> François Bégaudeau
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie bye bye birdie
Start Entity:     Bye Bye Birdie
Gold Answer:      [['bd-r', 'broadway']]
Predicted Ans:    bd-r
Predicted Path:   Bye Bye Birdie --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Bye Bye Birdie --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.104850
Path Entropy(↓):  0.361952
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of high society
Start Entity:     High Society
Gold Answer:      [['The World of Suzie Wong', 'Holiday', 'The Hasty Heart', "The President's Lady", 'Les Girls', 'Without Love', 'Love Is a Many-Splendored Thing', 'The Teahouse of the August Moon', 'The Strange Love of Martha Ivers', 'The Philadelphia Story', 'Three Coins in the Fountain', 'The Animal Kingdom']]
Predicted Ans:    Les Girls
Predicted Path:   High Society --[written_by]--> John Patrick --[(INV) written_by]--> Les Girls
Path (Raw):       High Society --[written_by]--> John Patrick --[(INV) written_by]--> Les Girls --[No Operation]--> Les Girls
Neg LogProb(↓):   1.053018
Path Entropy(↓):  1.935535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by maria bonnevie
Start Entity:     Maria Bonnevie
Gold Answer:      [['Andrey Zvyagintsev', 'Susanne Bier', 'Bille August']]
Predicted Ans:    Bille August
Predicted Path:   Maria Bonnevie --[(INV) starred_actors]--> Jerusalem --[directed_by]--> Bille August
Path (Raw):       Maria Bonnevie --[No Operation]--> Maria Bonnevie --[(INV) starred_actors]--> Jerusalem --[directed_by]--> Bille August
Neg LogProb(↓):   0.000175
Path Entropy(↓):  0.001745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie let's scare jessica to death
Start Entity:     Let's Scare Jessica to Death
Gold Answer:      [['2001', '1973', '1989', '1987']]
Predicted Ans:    1973
Predicted Path:   Let's Scare Jessica to Death --[directed_by]--> John D. Hancock --[(INV) directed_by]--> Bang the Drum Slowly --[release_year]--> 1973
Path (Raw):       Let's Scare Jessica to Death --[directed_by]--> John D. Hancock --[(INV) directed_by]--> Bang the Drum Slowly --[release_year]--> 1973
Neg LogProb(↓):   0.930704
Path Entropy(↓):  1.123839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with louise fletcher
Start Entity:     Louise Fletcher
Gold Answer:      [['Kristy Swanson', 'Christopher Walken', 'Victoria Tennant', 'Jeb Stuart Adams', 'Rodrigo Santoro', 'Tia Carrere', 'Cliff Robertson', 'Jeffrey Hunter', 'Anne Francis', 'Jon Lovitz', 'Kiernan Shipka', 'Mason Dye', 'Natalie Wood', 'Ellen Burstyn', 'Othon Bastos', 'Mekhi Phifer', 'Heather Graham']]
Predicted Ans:    Cliff Robertson
Predicted Path:   Louise Fletcher --[(INV) starred_actors]--> Brainstorm --[starred_actors]--> Cliff Robertson
Path (Raw):       Louise Fletcher --[No Operation]--> Louise Fletcher --[(INV) starred_actors]--> Brainstorm --[starred_actors]--> Cliff Robertson
Neg LogProb(↓):   0.668990
Path Entropy(↓):  1.215652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of a thousand words also directed which films
Start Entity:     A Thousand Words
Gold Answer:      [['Meet Dave', 'Good Burger', 'Norbit', 'Varsity Blues', 'The Perfect Score', 'Ready to Rumble']]
Predicted Ans:    Norbit
Predicted Path:   A Thousand Words --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Norbit
Path (Raw):       A Thousand Words --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Norbit --[No Operation]--> Norbit
Neg LogProb(↓):   0.412941
Path Entropy(↓):  0.784511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie goodbye again
Start Entity:     Goodbye Again
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1936', '1920', '1979', '1941', '1968', '1998', '2009', '1957', '1953', '1956', '1931', '1943', '1983', '1948', '1972', '1942', '1938', '1940', '1962', '1978', '1964', '1997', '2000', '1966', '1950', '1960', '1969', '1999', '1945', '1986', '1952', '1958']]
Predicted Ans:    1945
Predicted Path:   Goodbye Again --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Path (Raw):       Goodbye Again --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Neg LogProb(↓):   1.048251
Path Entropy(↓):  1.999867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by the holy mountain writers release
Start Entity:     The Holy Mountain
Gold Answer:      [['1970', '1989', '2013']]
Predicted Ans:    2013
Predicted Path:   The Holy Mountain --[written_by]--> Alejandro Jodorowsky --[(INV) written_by]--> The Dance of Reality --[release_year]--> 2013
Path (Raw):       The Holy Mountain --[written_by]--> Alejandro Jodorowsky --[(INV) written_by]--> The Dance of Reality --[release_year]--> 2013
Neg LogProb(↓):   0.015619
Path Entropy(↓):  0.086900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the five pennies
Start Entity:     The Five Pennies
Gold Answer:      [['Robert Wise', 'Peter Glenville', 'Norman Panama', 'Walter Lang', 'Lewis Milestone', 'Steve Carver', 'Henry Hathaway', 'Henry Koster', 'Melville Shavelson', 'Martin Ritt', 'Michael Curtiz', 'Anatole Litvak', 'Leo Penn', 'Max Ophüls', 'Elliott Nugent', 'Herbert Ross', 'Ben Stiller', 'Melvin Frank', 'Robert M. Young', 'Norman Z. McLeod', 'H. Bruce Humberstone', 'Elia Kazan', 'Howard Hawks']]
Predicted Ans:    Melville Shavelson
Predicted Path:   The Five Pennies --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[directed_by]--> Melville Shavelson
Path (Raw):       The Five Pennies --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[directed_by]--> Melville Shavelson
Neg LogProb(↓):   0.231291
Path Entropy(↓):  0.667708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter anne bancroft wrote films together with who
Start Entity:     Anne Bancroft
Gold Answer:      [['Arild Fröhlich']]
Predicted Ans:    Arild Fröhlich
Predicted Path:   Anne Bancroft --[(INV) written_by]--> Fatso --[written_by]--> Arild Fröhlich
Path (Raw):       Anne Bancroft --[No Operation]--> Anne Bancroft --[(INV) written_by]--> Fatso --[written_by]--> Arild Fröhlich
Neg LogProb(↓):   0.471313
Path Entropy(↓):  0.881561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of little murders also starred in which movies
Start Entity:     Little Murders
Gold Answer:      [['California Split', 'Little Shop of Horrors', "The Last Flight of Noah's Ark", 'The Devil and Max Devlin', 'The Naked Face', 'The Lady Vanishes', 'Falling in Love Again', 'The Long Goodbye', 'Saving Sarah Cain', 'Moonstruck', 'The Super', 'The Telephone', 'Harry and Walter Go to New York', 'The Silent Partner', 'MASH', 'Capricorn One', 'Busting']]
Predicted Ans:    The Silent Partner
Predicted Path:   Little Murders --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Silent Partner
Path (Raw):       Little Murders --[starred_actors]--> Elliott Gould --[No Operation]--> Elliott Gould --[(INV) starred_actors]--> The Silent Partner
Neg LogProb(↓):   0.540769
Path Entropy(↓):  1.013518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of lost boundaries
Start Entity:     Lost Boundaries
Gold Answer:      [['The Visitor', 'Rancho Notorious', 'War and Peace', 'Scaramouche', 'The Sun Also Rises', 'Lili', 'Knights of the Round Table']]
Predicted Ans:    Scaramouche
Predicted Path:   Lost Boundaries --[starred_actors]--> Mel Ferrer --[(INV) starred_actors]--> Scaramouche
Path (Raw):       Lost Boundaries --[starred_actors]--> Mel Ferrer --[No Operation]--> Mel Ferrer --[(INV) starred_actors]--> Scaramouche
Neg LogProb(↓):   0.644022
Path Entropy(↓):  0.762478
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by vinnie jones
Start Entity:     Vinnie Jones
Gold Answer:      [['Lithuanian']]
Predicted Ans:    Lithuanian
Predicted Path:   Vinnie Jones --[(INV) starred_actors]--> Redirected --[in_language]--> Lithuanian
Path (Raw):       Vinnie Jones --[No Operation]--> Vinnie Jones --[(INV) starred_actors]--> Redirected --[in_language]--> Lithuanian
Neg LogProb(↓):   0.000090
Path Entropy(↓):  0.001046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about henry levin
Start Entity:     henry levin
Gold Answer:      [["The President's Lady", 'If a Man Answers', 'Journey to the Center of the Earth']]
Predicted Ans:    Journey to the Center of the Earth
Predicted Path:   henry levin --[(INV) has_tags]--> Journey to the Center of the Earth --[has_tags]--> jules verne --[(INV) has_tags]--> Journey to the Center of the Earth
Path (Raw):       henry levin --[(INV) has_tags]--> Journey to the Center of the Earth --[has_tags]--> jules verne --[(INV) has_tags]--> Journey to the Center of the Earth
Neg LogProb(↓):   1.490029
Path Entropy(↓):  1.709077
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of alec baldwin acted films
Start Entity:     Alec Baldwin
Gold Answer:      [['1970', '2008', '1992', '1993', '1984', '1977', '1998', '2009', '1951', '2004', '1994', '1995', '1972', '1990', '1996', '2002', '2012', '1988', '1997', '2005', '1991', '1999']]
Predicted Ans:    1972
Predicted Path:   Alec Baldwin --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       Alec Baldwin --[No Operation]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.962603
Path Entropy(↓):  1.923931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie ponterosa
Start Entity:     Ponterosa
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ponterosa --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Ponterosa --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.349861
Path Entropy(↓):  4.465526
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the fourth protocol were directed by who
Start Entity:     The Fourth Protocol
Gold Answer:      [['Ronald Neame', 'John Irvin', 'Charles Martin Smith', 'Fred Zinnemann']]
Predicted Ans:    Fred Zinnemann
Predicted Path:   The Fourth Protocol --[written_by]--> Frederick Forsyth --[(INV) written_by]--> The Day of the Jackal --[directed_by]--> Fred Zinnemann
Path (Raw):       The Fourth Protocol --[written_by]--> Frederick Forsyth --[(INV) written_by]--> The Day of the Jackal --[directed_by]--> Fred Zinnemann
Neg LogProb(↓):   0.386251
Path Entropy(↓):  0.752885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by into the night actors release
Start Entity:     Into the Night
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1935', '2007', '1968', '1998', '2009', '2010', '1982', '1994', '1932', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '1934', '2000', '1997', '1966', '1991', '1999', '1987', '1986', '1958']]
Predicted Ans:    1968
Predicted Path:   Into the Night --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       Into the Night --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   1.397979
Path Entropy(↓):  3.201483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to cops
Start Entity:     Cops
Gold Answer:      [['short', 'buster keaton', 'edward f. cline']]
Predicted Ans:    buster keaton
Predicted Path:   Cops --[has_tags]--> buster keaton --[(INV) has_tags]--> The Goat --[has_tags]--> buster keaton
Path (Raw):       Cops --[has_tags]--> buster keaton --[(INV) has_tags]--> The Goat --[has_tags]--> buster keaton
Neg LogProb(↓):   0.597377
Path Entropy(↓):  1.145753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of kyle mcculloch acted films
Start Entity:     Kyle McCulloch
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Kyle McCulloch --[(INV) starred_actors]--> Tales from the Gimli Hospital --[release_year]--> 1988
Path (Raw):       Kyle McCulloch --[No Operation]--> Kyle McCulloch --[(INV) starred_actors]--> Tales from the Gimli Hospital --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about shannyn sossamon
Start Entity:     shannyn sossamon
Gold Answer:      [["A Knight's Tale", 'The Rules of Attraction', 'Catacombs']]
Predicted Ans:    A Knight's Tale
Predicted Path:   shannyn sossamon --[(INV) has_tags]--> Catacombs --[has_tags]--> shannyn sossamon --[(INV) has_tags]--> A Knight's Tale
Path (Raw):       shannyn sossamon --[(INV) has_tags]--> Catacombs --[has_tags]--> shannyn sossamon --[(INV) has_tags]--> A Knight's Tale
Neg LogProb(↓):   0.897143
Path Entropy(↓):  1.300875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of mommie dearest
Start Entity:     Mommie Dearest
Gold Answer:      [['French']]
Predicted Ans:    Tracy Hotchner
Predicted Path:   Mommie Dearest --[written_by]--> Tracy Hotchner --[(INV) written_by]--> Mommie Dearest --[written_by]--> Tracy Hotchner
Path (Raw):       Mommie Dearest --[written_by]--> Tracy Hotchner --[(INV) written_by]--> Mommie Dearest --[written_by]--> Tracy Hotchner
Neg LogProb(↓):   0.317915
Path Entropy(↓):  0.980788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies starred by kate capshaw released
Start Entity:     Kate Capshaw
Gold Answer:      [['1995', '1998', '1997', '1989', '1999', '1987', '1986']]
Predicted Ans:    1989
Predicted Path:   Kate Capshaw --[(INV) starred_actors]--> Black Rain --[release_year]--> 1989
Path (Raw):       Kate Capshaw --[No Operation]--> Kate Capshaw --[(INV) starred_actors]--> Black Rain --[release_year]--> 1989
Neg LogProb(↓):   0.680699
Path Entropy(↓):  0.904517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by vishal bhardwaj fall under
Start Entity:     Vishal Bhardwaj
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Vishal Bhardwaj --[(INV) written_by]--> Haider --[has_genre]--> Drama
Path (Raw):       Vishal Bhardwaj --[No Operation]--> Vishal Bhardwaj --[(INV) written_by]--> Haider --[has_genre]--> Drama
Neg LogProb(↓):   0.003905
Path Entropy(↓):  0.028166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the cat in the hat starred who
Start Entity:     The Cat in the Hat
Gold Answer:      [['Zac Efron', 'Danny DeVito', 'Steve Carell', 'Taylor Swift', 'Jim Carrey', 'Ed Helms']]
Predicted Ans:    Jim Carrey
Predicted Path:   The Cat in the Hat --[written_by]--> Dr. Seuss --[(INV) written_by]--> Horton Hears a Who! --[starred_actors]--> Jim Carrey
Path (Raw):       The Cat in the Hat --[written_by]--> Dr. Seuss --[(INV) written_by]--> Horton Hears a Who! --[starred_actors]--> Jim Carrey
Neg LogProb(↓):   0.004602
Path Entropy(↓):  0.029673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie a plumm summer
Start Entity:     A Plumm Summer
Gold Answer:      [['Ron Howard', 'Raoul Ruiz', 'Joel Schumacher', 'Phillip Noyce', 'Frank Coraci', 'Andrew Sipes', 'Yurek Bogayevicz', 'Doug Liman', 'John Bruno']]
Predicted Ans:    Ron Howard
Predicted Path:   A Plumm Summer --[starred_actors]--> William Baldwin --[(INV) starred_actors]--> Backdraft --[directed_by]--> Ron Howard
Path (Raw):       A Plumm Summer --[starred_actors]--> William Baldwin --[(INV) starred_actors]--> Backdraft --[directed_by]--> Ron Howard
Neg LogProb(↓):   0.006635
Path Entropy(↓):  0.051643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the slingshot were in which genres
Start Entity:     The Slingshot
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Slingshot --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> The Slingshot --[has_genre]--> Drama
Path (Raw):       The Slingshot --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> The Slingshot --[has_genre]--> Drama
Neg LogProb(↓):   0.734619
Path Entropy(↓):  1.180299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie my life as a dog
Start Entity:     My Life as a Dog
Gold Answer:      [['2012', '1975']]
Predicted Ans:    1985
Predicted Path:   My Life as a Dog --[written_by]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[release_year]--> 1985
Path (Raw):       My Life as a Dog --[written_by]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[release_year]--> 1985
Neg LogProb(↓):   0.101106
Path Entropy(↓):  0.352314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same director of separation city
Start Entity:     Separation City
Gold Answer:      [['Rapture-Palooza']]
Predicted Ans:    Rapture-Palooza
Predicted Path:   Separation City --[directed_by]--> Paul Middleditch --[(INV) directed_by]--> Rapture-Palooza
Path (Raw):       Separation City --[directed_by]--> Paul Middleditch --[(INV) directed_by]--> Rapture-Palooza --[No Operation]--> Rapture-Palooza
Neg LogProb(↓):   0.220009
Path Entropy(↓):  0.537587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the decline of the american empire released
Start Entity:     The Decline of the American Empire
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   The Decline of the American Empire --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       The Decline of the American Empire --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   2.405695
Path Entropy(↓):  3.964792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film appaloosa
Start Entity:     Appaloosa
Gold Answer:      [['Adrian Lyne', 'Roland Joffé', 'Stefen Fangmeier', 'David Lynch', 'Karel Reisz', 'Stanley Kubrick', 'Jerzy Skolimowski', 'Bille August', 'Jack Gold', 'Richard LaGravenese', 'Stephen Gyllenhaal', 'Steven Soderbergh', 'David Cronenberg', 'J.C. Chandor', 'Louis Malle', 'Roger Allers', 'Johnnie To', 'Wayne Wang', 'James Whale', 'Brian Klugman', 'Lee Sternthal', 'Rob Minkoff', 'Bill Eagles', 'Michael Radford', 'Randall Wallace', 'John Irvin']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   Appaloosa --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Path (Raw):       Appaloosa --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Neg LogProb(↓):   0.688142
Path Entropy(↓):  1.086493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by white of the eye actors
Start Entity:     White of the Eye
Gold Answer:      [['Sidney Lumet', 'John Cassavetes', 'Gus Trikonis', 'John Leekley', 'Joe Dante', 'Nicholas Stoller', 'Buster Keaton', 'Mark L. Lester', 'Sebastián Lelio', 'Martin Scorsese', 'Chris Columbus', 'John G. Avildsen', 'Franc Roddam', 'Michael Hoffman']]
Predicted Ans:    Mark L. Lester
Predicted Path:   White of the Eye --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter --[directed_by]--> Mark L. Lester
Path (Raw):       White of the Eye --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter --[directed_by]--> Mark L. Lester
Neg LogProb(↓):   0.162234
Path Entropy(↓):  0.424905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was mitchell ryan an actor in
Start Entity:     Mitchell Ryan
Gold Answer:      [['Lethal Weapon']]
Predicted Ans:    Lethal Weapon
Predicted Path:   Mitchell Ryan --[(INV) starred_actors]--> Lethal Weapon --[starred_actors]--> Mitchell Ryan --[(INV) starred_actors]--> Lethal Weapon
Path (Raw):       Mitchell Ryan --[(INV) starred_actors]--> Lethal Weapon --[starred_actors]--> Mitchell Ryan --[(INV) starred_actors]--> Lethal Weapon
Neg LogProb(↓):   0.040406
Path Entropy(↓):  0.191202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the baby
Start Entity:     The Baby
Gold Answer:      [['Bitter Victory', 'Strangers on a Train', 'Beyond the Forest', 'Dallas', 'Lightning Strikes Twice', 'The Far Country', 'The Appaloosa', 'The Loved One', 'Medium Cool']]
Predicted Ans:    Bitter Victory
Predicted Path:   The Baby --[starred_actors]--> Ruth Roman --[(INV) starred_actors]--> Bitter Victory
Path (Raw):       The Baby --[No Operation]--> The Baby --[starred_actors]--> Ruth Roman --[(INV) starred_actors]--> Bitter Victory
Neg LogProb(↓):   0.905711
Path Entropy(↓):  1.324513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of village of the damned
Start Entity:     Village of the Damned
Gold Answer:      [['Escape from New York', 'The Thing', 'In the Mouth of Madness', 'Big Trouble in Little China', 'Prince of Darkness', 'They Live', 'Body Bags', 'Halloween', 'Assault on Precinct 13', 'Vampires', 'Dark Star', 'The Ward', 'Escape from L.A.', "Someone's Watching Me!", 'Starman', 'The Fog', 'Elvis', 'Christine', 'Ghosts of Mars', 'Memoirs of an Invisible Man']]
Predicted Ans:    Escape from New York
Predicted Path:   Village of the Damned --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York
Path (Raw):       Village of the Damned --[No Operation]--> Village of the Damned --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York
Neg LogProb(↓):   0.955537
Path Entropy(↓):  2.109709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in la cage aux folles
Start Entity:     La Cage aux Folles
Gold Answer:      [['Ugo Tognazzi', 'Michel Serrault']]
Predicted Ans:    Michel Serrault
Predicted Path:   La Cage aux Folles --[starred_actors]--> Michel Serrault --[(INV) starred_actors]--> The Butterfly --[starred_actors]--> Michel Serrault
Path (Raw):       La Cage aux Folles --[starred_actors]--> Michel Serrault --[(INV) starred_actors]--> The Butterfly --[starred_actors]--> Michel Serrault
Neg LogProb(↓):   0.460489
Path Entropy(↓):  1.099581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with mo'better blues
Start Entity:     Mo' Better Blues
Gold Answer:      [['He Got Game', 'Bamboozled', 'Jungle Fever', "She's Gotta Have It", 'Summer of Sam', 'She Hate Me', 'Crooklyn', 'Do the Right Thing', 'Malcolm X', 'Red Hook Summer', 'School Daze', 'Clockers']]
Predicted Ans:    Clockers
Predicted Path:   Mo' Better Blues --[written_by]--> Spike Lee --[(INV) written_by]--> Clockers
Path (Raw):       Mo' Better Blues --[written_by]--> Spike Lee --[(INV) written_by]--> Clockers --[No Operation]--> Clockers
Neg LogProb(↓):   1.522683
Path Entropy(↓):  2.429101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in infestation
Start Entity:     Infestation
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Infestation --[starred_actors]--> Brooke Nevin --[(INV) starred_actors]--> Alter Egos --[has_genre]--> Comedy
Path (Raw):       Infestation --[starred_actors]--> Brooke Nevin --[(INV) starred_actors]--> Alter Egos --[has_genre]--> Comedy
Neg LogProb(↓):   0.000759
Path Entropy(↓):  0.006872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe justin and the knights of valour
Start Entity:     Justin and the Knights of Valour
Gold Answer:      [['fantasy']]
Predicted Ans:    fantasy
Predicted Path:   Justin and the Knights of Valour --[directed_by]--> Manuel Sicilia --[(INV) directed_by]--> Justin and the Knights of Valour --[has_tags]--> fantasy
Path (Raw):       Justin and the Knights of Valour --[directed_by]--> Manuel Sicilia --[(INV) directed_by]--> Justin and the Knights of Valour --[has_tags]--> fantasy
Neg LogProb(↓):   0.001399
Path Entropy(↓):  0.011809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in jane eyre
Start Entity:     Jane Eyre
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jane Eyre --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Jane Eyre --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   3.563446
Path Entropy(↓):  4.327861
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by otakar vavra release
Start Entity:     Otakar Vávra
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Otakar Vávra --[(INV) directed_by]--> Witchhammer --[release_year]--> 1970
Path (Raw):       Otakar Vávra --[No Operation]--> Otakar Vávra --[(INV) directed_by]--> Witchhammer --[release_year]--> 1970
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the immigrant were in which languages
Start Entity:     The Immigrant
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The Immigrant --[starred_actors]--> Marion Cotillard --[(INV) starred_actors]--> La Vie en Rose --[in_language]--> French
Path (Raw):       The Immigrant --[starred_actors]--> Marion Cotillard --[(INV) starred_actors]--> La Vie en Rose --[in_language]--> French
Neg LogProb(↓):   0.663046
Path Entropy(↓):  0.735290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did troy miller direct
Start Entity:     Troy Miller
Gold Answer:      [['Run Ronnie Run']]
Predicted Ans:    Run Ronnie Run
Predicted Path:   Troy Miller --[(INV) directed_by]--> Run Ronnie Run --[directed_by]--> Troy Miller --[(INV) directed_by]--> Run Ronnie Run
Path (Raw):       Troy Miller --[(INV) directed_by]--> Run Ronnie Run --[directed_by]--> Troy Miller --[(INV) directed_by]--> Run Ronnie Run
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the swan princess starred who
Start Entity:     The Swan Princess
Gold Answer:      [['Grant Bardsley', 'Susan Sheridan', 'Freddie Jones', 'Nigel Hawthorne']]
Predicted Ans:    Nigel Hawthorne
Predicted Path:   The Swan Princess --[written_by]--> Richard Rich --[(INV) written_by]--> The Black Cauldron --[starred_actors]--> Nigel Hawthorne
Path (Raw):       The Swan Princess --[written_by]--> Richard Rich --[(INV) written_by]--> The Black Cauldron --[starred_actors]--> Nigel Hawthorne
Neg LogProb(↓):   0.000802
Path Entropy(↓):  0.007344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films bird of paradise are written by who
Start Entity:     Bird of Paradise
Gold Answer:      [['Nikolaus Geyrhalter', 'Wolfgang Widerhofer', 'Olive Higgins Prouty', 'Stuart Engstrand', 'Leonard Praskins', 'Lenore J. Coffee', 'Laurence Stallings', 'Wanda Tuchock', 'Arch Oboler', 'King Vidor', 'Elmer Rice', 'Edwin H. Knopf', 'Jerry Lewis', 'Lou Breslow', 'David O. Selznick', 'Frances Marion', 'Leo Tolstoy', 'Ayn Rand']]
Predicted Ans:    Leo Tolstoy
Predicted Path:   Bird of Paradise --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[written_by]--> Leo Tolstoy
Path (Raw):       Bird of Paradise --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[written_by]--> Leo Tolstoy
Neg LogProb(↓):   0.928597
Path Entropy(↓):  1.094511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the king of comedy were released in which years
Start Entity:     The King of Comedy
Gold Answer:      [['1980', '1993', '2006', '1985', '1967', '1974', '1977', '2010', '2004', '1973', '1995', '1976', '1972', '2001', '1990', '1989', '2002', '2011', '2013', '1962', '1988', '1934', '1978', '1997', '1991', '1999', '1986']]
Predicted Ans:    1995
Predicted Path:   The King of Comedy --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino --[release_year]--> 1995
Path (Raw):       The King of Comedy --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino --[release_year]--> 1995
Neg LogProb(↓):   1.338665
Path Entropy(↓):  2.048962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of cosmina stratan starred movies
Start Entity:     Cosmina Stratan
Gold Answer:      [['Cristian Mungiu']]
Predicted Ans:    Cristian Mungiu
Predicted Path:   Cosmina Stratan --[(INV) starred_actors]--> Beyond the Hills --[written_by]--> Cristian Mungiu
Path (Raw):       Cosmina Stratan --[No Operation]--> Cosmina Stratan --[(INV) starred_actors]--> Beyond the Hills --[written_by]--> Cristian Mungiu
Neg LogProb(↓):   0.000094
Path Entropy(↓):  0.000962
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote i can do bad all by myself
Start Entity:     I Can Do Bad All by Myself
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   I Can Do Bad All by Myself --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Path (Raw):       I Can Do Bad All by Myself --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Neg LogProb(↓):   1.239761
Path Entropy(↓):  1.582771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of desiree
Start Entity:     Désirée
Gold Answer:      [['Great Expectations', 'The Cowboy and the Lady', 'Spartacus', 'Superman', 'The Scarlet Pimpernel', 'Reflections in a Golden Eye', 'Berlin Express', 'The Happy Ending', 'The Lodger', 'Mister Buddwing', 'Don Juan DeMarco', 'The Day the Earth Stood Still', 'A Streetcar Named Desire', 'The Private Life of Don Juan', 'The Divorce of Lady X', 'The Fugitive Kind', 'The Godfather', 'Demetrius and the Gladiators', 'Burn!', 'The Young Lions', 'All the Way Home', 'Sayonara', 'The Lost World', 'The Chase', 'Bedtime Story', 'That Uncertain Feeling', 'Candy', 'Guys and Dolls', 'Morituri', 'Last Tango in Paris', 'This Could Be the Night', 'Angel Face', 'Viva Zapata!', 'The Freshman', 'Julius Caesar', 'The Wild One', 'The Dark Angel', 'Apocalypse Now', 'Ride Beyond Vengeance', 'The Brave', 'The Night of the Following Day', 'Divorce American Style', 'The Actress', 'Rough Night in Jericho', 'The Formula', 'A Countess from Hong Kong', 'The Island of Dr. Moreau', 'On the Waterfront', 'Home Before Dark', '5 Fingers', 'The Ugly American', 'Elmer Gantry', 'The Men', 'The Egyptian', 'The Missouri Breaks', 'Young Bess', 'The Teahouse of the August Moon', 'A Song to Remember', 'The Score', 'Mutiny on the Bounty', 'The Big Country', 'One-Eyed Jacks', 'The Robe', 'The Appaloosa', 'The Grass Is Greener']]
Predicted Ans:    The Godfather
Predicted Path:   Désirée --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather
Path (Raw):       Désirée --[starred_actors]--> Marlon Brando --[No Operation]--> Marlon Brando --[(INV) starred_actors]--> The Godfather
Neg LogProb(↓):   1.170587
Path Entropy(↓):  2.171868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by marc behm
Start Entity:     Marc Behm
Gold Answer:      [['Isabelle Adjani', 'Cary Grant', 'Ashley Judd', 'James Coburn', 'Ewan McGregor', 'Michel Serrault', 'Walter Matthau', 'Audrey Hepburn']]
Predicted Ans:    Ashley Judd
Predicted Path:   Marc Behm --[(INV) written_by]--> Eye of the Beholder --[starred_actors]--> Ashley Judd
Path (Raw):       Marc Behm --[No Operation]--> Marc Behm --[(INV) written_by]--> Eye of the Beholder --[starred_actors]--> Ashley Judd
Neg LogProb(↓):   0.191533
Path Entropy(↓):  0.463047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by ladislas farago fall under
Start Entity:     Ladislas Farago
Gold Answer:      [['War', 'Biography']]
Predicted Ans:    War
Predicted Path:   Ladislas Farago --[(INV) written_by]--> Patton --[has_genre]--> War
Path (Raw):       Ladislas Farago --[No Operation]--> Ladislas Farago --[(INV) written_by]--> Patton --[has_genre]--> War
Neg LogProb(↓):   0.308758
Path Entropy(↓):  0.579517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by konkona sen sharma
Start Entity:     Konkona Sen Sharma
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Konkona Sen Sharma --[(INV) starred_actors]--> Amu --[release_year]--> 2005
Path (Raw):       Konkona Sen Sharma --[No Operation]--> Konkona Sen Sharma --[(INV) starred_actors]--> Amu --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in nell
Start Entity:     Nell
Gold Answer:      [['French', 'Thai', 'Irish', 'English', 'Polish', 'German']]
Predicted Ans:    French
Predicted Path:   Nell --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Path (Raw):       Nell --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[in_language]--> French
Neg LogProb(↓):   0.911892
Path Entropy(↓):  0.704101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did benson lee write
Start Entity:     Benson Lee
Gold Answer:      [['Battle of the Year']]
Predicted Ans:    Battle of the Year
Predicted Path:   Benson Lee --[(INV) written_by]--> Battle of the Year --[written_by]--> Benson Lee --[(INV) written_by]--> Battle of the Year
Path (Raw):       Benson Lee --[(INV) written_by]--> Battle of the Year --[written_by]--> Benson Lee --[(INV) written_by]--> Battle of the Year
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is free money
Start Entity:     Free Money
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Free Money --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Free Money --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.198437
Path Entropy(↓):  4.326756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie baaria were released in which years
Start Entity:     Baarìa
Gold Answer:      [['1995', '1988', '1998', '2000', '2009', '1990', '2006', '1994', '2013']]
Predicted Ans:    1988
Predicted Path:   Baarìa --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> Cinema Paradiso --[release_year]--> 1988
Path (Raw):       Baarìa --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> Cinema Paradiso --[release_year]--> 1988
Neg LogProb(↓):   1.219921
Path Entropy(↓):  1.759110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by garon tsuchiya in
Start Entity:     Garon Tsuchiya
Gold Answer:      [['Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Garon Tsuchiya --[(INV) written_by]--> Oldboy --[has_genre]--> Thriller
Path (Raw):       Garon Tsuchiya --[No Operation]--> Garon Tsuchiya --[(INV) written_by]--> Oldboy --[has_genre]--> Thriller
Neg LogProb(↓):   0.716502
Path Entropy(↓):  0.818961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film the quiet ones
Start Entity:     The Quiet Ones
Gold Answer:      [['John Pogue']]
Predicted Ans:    John Pogue
Predicted Path:   The Quiet Ones --[directed_by]--> John Pogue --[(INV) directed_by]--> The Quiet Ones --[directed_by]--> John Pogue
Path (Raw):       The Quiet Ones --[directed_by]--> John Pogue --[(INV) directed_by]--> The Quiet Ones --[directed_by]--> John Pogue
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by ettore scola
Start Entity:     Ettore Scola
Gold Answer:      [['Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   Ettore Scola --[(INV) written_by]--> The Family --[directed_by]--> Luc Besson
Path (Raw):       Ettore Scola --[No Operation]--> Ettore Scola --[(INV) written_by]--> The Family --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.203696
Path Entropy(↓):  0.682450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote roadie
Start Entity:     Roadie
Gold Answer:      [['Lesley Ann Warren', 'Jennifer Jason Leigh', 'Geraldine Chaplin', 'Anne Archer', 'Anthony Perkins', 'Lara Flynn Boyle', 'Nick Nolte', 'Eric Roberts', 'Frank Bonner', 'Barbara Hewitt', 'Edward Connell', 'Tom Berenger', 'Arnold Vosloo', 'Emily Watson', 'Kris Kristofferson', 'Elizabeth Perkins', 'Lori Singer', 'Jonny Lee Miller', 'Linda Fiorentino', 'Fred Ward', 'Matthew Modine', 'Julie Christie', 'Keith Carradine', 'Geneviève Bujold']]
Predicted Ans:    Keith Carradine
Predicted Path:   Roadie --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Path (Raw):       Roadie --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.076306
Path Entropy(↓):  0.331448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie poseidon, when was it released
Start Entity:     Poseidon
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Poseidon --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Path (Raw):       Poseidon --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Neg LogProb(↓):   2.453795
Path Entropy(↓):  4.262328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie a million to juan were in which genres
Start Entity:     A Million to Juan
Gold Answer:      [['Adventure', 'Musical']]
Predicted Ans:    Comedy
Predicted Path:   A Million to Juan --[written_by]--> Paul Rodriguez --[(INV) written_by]--> A Million to Juan --[has_genre]--> Comedy
Path (Raw):       A Million to Juan --[written_by]--> Paul Rodriguez --[(INV) written_by]--> A Million to Juan --[has_genre]--> Comedy
Neg LogProb(↓):   0.000669
Path Entropy(↓):  0.005832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in texas carnival
Start Entity:     Texas Carnival
Gold Answer:      [['English']]
Predicted Ans:    Patricia Medina
Predicted Path:   Texas Carnival --[starred_actors]--> Howard Keel --[(INV) starred_actors]--> Desperate Search --[starred_actors]--> Patricia Medina
Path (Raw):       Texas Carnival --[starred_actors]--> Howard Keel --[(INV) starred_actors]--> Desperate Search --[starred_actors]--> Patricia Medina
Neg LogProb(↓):   0.008769
Path Entropy(↓):  0.062513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films written by larry karaszewski
Start Entity:     Larry Karaszewski
Gold Answer:      [['Drama', 'Biography', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Larry Karaszewski --[(INV) written_by]--> Screwed --[has_genre]--> Comedy
Path (Raw):       Larry Karaszewski --[No Operation]--> Larry Karaszewski --[(INV) written_by]--> Screwed --[has_genre]--> Comedy
Neg LogProb(↓):   0.022509
Path Entropy(↓):  0.107368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the apprenticeship of duddy kravitz, when was it released
Start Entity:     The Apprenticeship of Duddy Kravitz
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   The Apprenticeship of Duddy Kravitz --[release_year]--> 1974 --[(INV) release_year]--> A Woman Under the Influence --[release_year]--> 1974
Path (Raw):       The Apprenticeship of Duddy Kravitz --[release_year]--> 1974 --[(INV) release_year]--> A Woman Under the Influence --[release_year]--> 1974
Neg LogProb(↓):   2.610831
Path Entropy(↓):  4.069682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with sin city fall under
Start Entity:     Sin City
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sin City --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Path (Raw):       Sin City --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[has_genre]--> Drama
Neg LogProb(↓):   0.006214
Path Entropy(↓):  0.041670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by gael garcia bernal
Start Entity:     Gael García Bernal
Gold Answer:      [['Michel Gondry', 'Milo Addica', 'Pedro Almodóvar', 'Alberto Granado', 'Lukas Moodysson', 'James Marsh', 'Antonio Skármeta', 'Alfonso Cuarón', 'Carlos Cuarón']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Gael García Bernal --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Path (Raw):       Gael García Bernal --[No Operation]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.486302
Path Entropy(↓):  0.981923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with five star final fall under
Start Entity:     Five Star Final
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Five Star Final --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Scarlet Street --[has_genre]--> Drama
Path (Raw):       Five Star Final --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Scarlet Street --[has_genre]--> Drama
Neg LogProb(↓):   1.175231
Path Entropy(↓):  2.429801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by joao pedro rodrigues released
Start Entity:     João Pedro Rodrigues
Gold Answer:      [['2000', '2005']]
Predicted Ans:    2000
Predicted Path:   João Pedro Rodrigues --[(INV) written_by]--> O Fantasma --[release_year]--> 2000
Path (Raw):       João Pedro Rodrigues --[No Operation]--> João Pedro Rodrigues --[(INV) written_by]--> O Fantasma --[release_year]--> 2000
Neg LogProb(↓):   0.326731
Path Entropy(↓):  0.778011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the fiances
Start Entity:     The Fiances
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Fiances --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking --[has_genre]--> Drama
Path (Raw):       The Fiances --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking --[has_genre]--> Drama
Neg LogProb(↓):   0.005881
Path Entropy(↓):  0.038869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with andrew sipes
Start Entity:     Andrew Sipes
Gold Answer:      [['Doug Liman']]
Predicted Ans:    Doug Liman
Predicted Path:   Andrew Sipes --[(INV) directed_by]--> Fair Game --[directed_by]--> Doug Liman
Path (Raw):       Andrew Sipes --[No Operation]--> Andrew Sipes --[(INV) directed_by]--> Fair Game --[directed_by]--> Doug Liman
Neg LogProb(↓):   0.037261
Path Entropy(↓):  0.156924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with kedma fall under
Start Entity:     Kedma
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Kedma --[written_by]--> Amos Gitai --[(INV) written_by]--> Alila --[has_genre]--> Drama
Path (Raw):       Kedma --[written_by]--> Amos Gitai --[(INV) written_by]--> Alila --[has_genre]--> Drama
Neg LogProb(↓):   0.105512
Path Entropy(↓):  0.345374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed blind fury
Start Entity:     Blind Fury
Gold Answer:      [['1978', '1997', '1992', '1989', '1993', '2010', '2006', '1994', '1999', '2002', '2014', '1958', '2013']]
Predicted Ans:    1997
Predicted Path:   Blind Fury --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> The Saint --[release_year]--> 1997
Path (Raw):       Blind Fury --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> The Saint --[release_year]--> 1997
Neg LogProb(↓):   1.477575
Path Entropy(↓):  2.058133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter frank gruber co - wrote films with who
Start Entity:     Frank Gruber
Gold Answer:      [['Steve Fisher', 'Eric Ambler']]
Predicted Ans:    Eric Ambler
Predicted Path:   Frank Gruber --[(INV) written_by]--> The Mask of Dimitrios --[written_by]--> Eric Ambler
Path (Raw):       Frank Gruber --[No Operation]--> Frank Gruber --[(INV) written_by]--> The Mask of Dimitrios --[written_by]--> Eric Ambler
Neg LogProb(↓):   0.031196
Path Entropy(↓):  0.140370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in slaughterhouse - five
Start Entity:     Slaughterhouse-Five
Gold Answer:      [['Drama', 'Mystery', 'Comedy']]
Predicted Ans:    1974
Predicted Path:   Slaughterhouse-Five --[starred_actors]--> Michael Sacks --[(INV) starred_actors]--> The Sugarland Express --[release_year]--> 1974
Path (Raw):       Slaughterhouse-Five --[starred_actors]--> Michael Sacks --[(INV) starred_actors]--> The Sugarland Express --[release_year]--> 1974
Neg LogProb(↓):   0.724443
Path Entropy(↓):  0.804803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie empty nest
Start Entity:     Empty Nest
Gold Answer:      [['Marcelo Birmajer', 'Daniel Burman']]
Predicted Ans:    Daniel Burman
Predicted Path:   Empty Nest --[directed_by]--> Daniel Burman --[(INV) directed_by]--> Empty Nest --[written_by]--> Daniel Burman
Path (Raw):       Empty Nest --[directed_by]--> Daniel Burman --[(INV) directed_by]--> Empty Nest --[written_by]--> Daniel Burman
Neg LogProb(↓):   0.653377
Path Entropy(↓):  0.789174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie takeshis '
Start Entity:     Takeshis'
Gold Answer:      [['2000', '2009', '2008', '1990', '1993', '1991', '1996', '1973', '2010', '1999', '2002', '1987', '2012', '2007']]
Predicted Ans:    2010
Predicted Path:   Takeshis' --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[release_year]--> 2010
Path (Raw):       Takeshis' --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[release_year]--> 2010
Neg LogProb(↓):   0.648324
Path Entropy(↓):  1.542898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in beat the devil
Start Entity:     Beat the Devil
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Beat the Devil --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Beat the Devil --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.597997
Path Entropy(↓):  1.323607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by winston hibler
Start Entity:     Winston Hibler
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Winston Hibler --[(INV) starred_actors]--> The Living Desert --[release_year]--> 1953
Path (Raw):       Winston Hibler --[No Operation]--> Winston Hibler --[(INV) starred_actors]--> The Living Desert --[release_year]--> 1953
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with charles mcdougall
Start Entity:     Charles McDougall
Gold Answer:      [['Jude Law', 'Stephen Hopkins', 'Ewan McGregor', 'Bob Hoskins']]
Predicted Ans:    Jude Law
Predicted Path:   Charles McDougall --[(INV) directed_by]--> Tube Tales --[directed_by]--> Jude Law
Path (Raw):       Charles McDougall --[No Operation]--> Charles McDougall --[(INV) directed_by]--> Tube Tales --[directed_by]--> Jude Law
Neg LogProb(↓):   1.030771
Path Entropy(↓):  1.358393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by meade roberts
Start Entity:     Meade Roberts
Gold Answer:      [['Summer and Smoke', 'The Fugitive Kind']]
Predicted Ans:    The Fugitive Kind
Predicted Path:   Meade Roberts --[(INV) written_by]--> The Fugitive Kind --[written_by]--> Meade Roberts --[(INV) written_by]--> The Fugitive Kind
Path (Raw):       Meade Roberts --[(INV) written_by]--> The Fugitive Kind --[written_by]--> Meade Roberts --[(INV) written_by]--> The Fugitive Kind
Neg LogProb(↓):   0.660695
Path Entropy(↓):  1.355265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by jack garfein
Start Entity:     Jack Garfein
Gold Answer:      [['Calder Willingham', 'Alex Karmel']]
Predicted Ans:    Alex Karmel
Predicted Path:   Jack Garfein --[(INV) directed_by]--> Something Wild --[written_by]--> Alex Karmel
Path (Raw):       Jack Garfein --[No Operation]--> Jack Garfein --[(INV) directed_by]--> Something Wild --[written_by]--> Alex Karmel
Neg LogProb(↓):   0.003948
Path Entropy(↓):  0.026979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie pumpkin
Start Entity:     Pumpkin
Gold Answer:      [['Sarah Spillane', 'Nick Ormerod', 'Tim Burton', 'Declan Donnellan', 'Craig Brewer', 'John Waters', 'Morgan J. Freeman', 'Don Roos', 'Brian Gilbert', 'Bob Spiers', 'Patty Jenkins', 'Erik Skjoldbjærg', 'Lesli Linka Glatter', 'Ken Annakin', 'Sally Potter', 'Scott Marshall', 'Vincent Gallo']]
Predicted Ans:    Don Roos
Predicted Path:   Pumpkin --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> The Opposite of Sex --[directed_by]--> Don Roos
Path (Raw):       Pumpkin --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> The Opposite of Sex --[directed_by]--> Don Roos
Neg LogProb(↓):   1.106256
Path Entropy(↓):  1.425060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of are we done yet?
Start Entity:     Are We Done Yet?
Gold Answer:      [['Larry Levin', 'James Gunn', 'Will Graham', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Jeremy Sosenko', 'Rocky Russo', 'Geoff Rodkey', 'Hugh Lofting', 'Ice Cube']]
Predicted Ans:    James Gunn
Predicted Path:   Are We Done Yet? --[directed_by]--> Steve Carr --[(INV) directed_by]--> Movie 43 --[written_by]--> James Gunn
Path (Raw):       Are We Done Yet? --[directed_by]--> Steve Carr --[(INV) directed_by]--> Movie 43 --[written_by]--> James Gunn
Neg LogProb(↓):   0.461130
Path Entropy(↓):  1.123022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by walter connolly
Start Entity:     Walter Connolly
Gold Answer:      [['Drama', 'War', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Walter Connolly --[(INV) starred_actors]--> Nothing Sacred --[has_genre]--> Comedy
Path (Raw):       Walter Connolly --[No Operation]--> Walter Connolly --[(INV) starred_actors]--> Nothing Sacred --[has_genre]--> Comedy
Neg LogProb(↓):   0.105434
Path Entropy(↓):  0.361640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the dancing at lughnasa director release
Start Entity:     Dancing at Lughnasa
Gold Answer:      [['1995', '1988', '1997', '1989', '1987']]
Predicted Ans:    1998
Predicted Path:   Dancing at Lughnasa --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa --[release_year]--> 1998
Path (Raw):       Dancing at Lughnasa --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa --[release_year]--> 1998
Neg LogProb(↓):   0.494836
Path Entropy(↓):  0.840686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by the picnic on the grass director
Start Entity:     Picnic on the Grass
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Picnic on the Grass --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Lower Depths --[has_genre]--> Drama
Path (Raw):       Picnic on the Grass --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Lower Depths --[has_genre]--> Drama
Neg LogProb(↓):   0.354940
Path Entropy(↓):  0.963806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jordana brewster acted together with who
Start Entity:     Jordana Brewster
Gold Answer:      [['Adrien Brody', 'Cameron Diaz', 'Laura Harris', 'Clea DuVall', 'Paul Walker', 'Hayden Christensen', 'Christopher Eccleston', 'John Ireland', 'Michelle Rodriguez', 'Dorothy Malone', 'Vin Diesel', 'Josh Hartnett']]
Predicted Ans:    Josh Hartnett
Predicted Path:   Jordana Brewster --[(INV) starred_actors]--> The Faculty --[starred_actors]--> Josh Hartnett
Path (Raw):       Jordana Brewster --[No Operation]--> Jordana Brewster --[(INV) starred_actors]--> The Faculty --[starred_actors]--> Josh Hartnett
Neg LogProb(↓):   0.291366
Path Entropy(↓):  0.578389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie missionary man
Start Entity:     Missionary Man
Gold Answer:      [['Dolph Lundgren']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Missionary Man --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[written_by]--> Dolph Lundgren
Path (Raw):       Missionary Man --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[written_by]--> Dolph Lundgren
Neg LogProb(↓):   0.131837
Path Entropy(↓):  0.388971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the unfaithful wife
Start Entity:     The Unfaithful Wife
Gold Answer:      [['Robert Ardrey', 'Gustave Flaubert', 'Charlotte Armstrong', 'Nicholas Blake', 'Francis Szpiner', 'Claude Chabrol', 'Paul Gégauff', 'Georges Simenon', 'Ruth Rendell']]
Predicted Ans:    Claude Chabrol
Predicted Path:   The Unfaithful Wife --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[written_by]--> Claude Chabrol
Path (Raw):       The Unfaithful Wife --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[written_by]--> Claude Chabrol
Neg LogProb(↓):   0.661197
Path Entropy(↓):  1.472994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by etsushi toyokawa
Start Entity:     Etsushi Toyokawa
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Etsushi Toyokawa --[(INV) starred_actors]--> Loft --[has_genre]--> Horror
Path (Raw):       Etsushi Toyokawa --[No Operation]--> Etsushi Toyokawa --[(INV) starred_actors]--> Loft --[has_genre]--> Horror
Neg LogProb(↓):   0.000674
Path Entropy(↓):  0.006010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film boudu saved from drowning
Start Entity:     Boudu Saved from Drowning
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Boudu Saved from Drowning --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Path (Raw):       Boudu Saved from Drowning --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Neg LogProb(↓):   1.533526
Path Entropy(↓):  2.832391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by lambert wilson were released in which years
Start Entity:     Lambert Wilson
Gold Answer:      [['1983', '2005', '2010', '2004', '1982', '1985', '1984', '1943']]
Predicted Ans:    2010
Predicted Path:   Lambert Wilson --[(INV) starred_actors]--> The Princess of Montpensier --[release_year]--> 2010
Path (Raw):       Lambert Wilson --[No Operation]--> Lambert Wilson --[(INV) starred_actors]--> The Princess of Montpensier --[release_year]--> 2010
Neg LogProb(↓):   0.377486
Path Entropy(↓):  0.966903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of finding neverland
Start Entity:     Finding Neverland
Gold Answer:      [['Nick of Time', 'The Rum Diary', 'The Lone Ranger', 'Corpse Bride', 'Don Juan DeMarco', 'Dark Shadows', 'Arizona Dream', 'Rango', 'Charlie and the Chocolate Factory', 'Mortdecai', 'The Libertine', 'Ed Wood', "The Astronaut's Wife", 'Donnie Brasco', 'The Brave', 'Fear and Loathing in Las Vegas', 'Secret Window', 'Sleepy Hollow', 'Private Resort', 'Edward Scissorhands', 'Cry-Baby', 'Transcendence', 'Once Upon a Time in Mexico', "What's Eating Gilbert Grape", 'Dead Man', 'Alice in Wonderland', 'The Tourist']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Finding Neverland --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Finding Neverland --[No Operation]--> Finding Neverland --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.006197
Path Entropy(↓):  0.047400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film white elephant
Start Entity:     White Elephant
Gold Answer:      [['Pablo Trapero']]
Predicted Ans:    Pablo Trapero
Predicted Path:   White Elephant --[directed_by]--> Pablo Trapero --[(INV) directed_by]--> Carancho --[directed_by]--> Pablo Trapero
Path (Raw):       White Elephant --[directed_by]--> Pablo Trapero --[(INV) directed_by]--> Carancho --[directed_by]--> Pablo Trapero
Neg LogProb(↓):   0.002137
Path Entropy(↓):  0.015271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did beatrix beck write
Start Entity:     Béatrix Beck
Gold Answer:      [['Léon Morin, Priest']]
Predicted Ans:    Léon Morin, Priest
Predicted Path:   Béatrix Beck --[(INV) written_by]--> Léon Morin, Priest --[written_by]--> Béatrix Beck --[(INV) written_by]--> Léon Morin, Priest
Path (Raw):       Béatrix Beck --[(INV) written_by]--> Léon Morin, Priest --[written_by]--> Béatrix Beck --[(INV) written_by]--> Léon Morin, Priest
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what barnyard is about
Start Entity:     Barnyard
Gold Answer:      [['animated']]
Predicted Ans:    studio ghibli
Predicted Path:   Barnyard --[has_tags]--> animated --[(INV) has_tags]--> Castle in the Sky --[has_tags]--> studio ghibli
Path (Raw):       Barnyard --[has_tags]--> animated --[(INV) has_tags]--> Castle in the Sky --[has_tags]--> studio ghibli
Neg LogProb(↓):   0.720264
Path Entropy(↓):  0.757039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films starred by james thornton
Start Entity:     James Thornton
Gold Answer:      [['Sam Miller']]
Predicted Ans:    Sam Miller
Predicted Path:   James Thornton --[(INV) starred_actors]--> Among Giants --[directed_by]--> Sam Miller
Path (Raw):       James Thornton --[No Operation]--> James Thornton --[(INV) starred_actors]--> Among Giants --[directed_by]--> Sam Miller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by dag johan haugerud
Start Entity:     Dag Johan Haugerud
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dag Johan Haugerud --[(INV) written_by]--> I Belong --[has_genre]--> Drama
Path (Raw):       Dag Johan Haugerud --[No Operation]--> Dag Johan Haugerud --[(INV) written_by]--> I Belong --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote here on earth
Start Entity:     Here on Earth
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Here on Earth --[written_by]--> Michael Seitzman --[(INV) written_by]--> North Country --[has_genre]--> Drama
Path (Raw):       Here on Earth --[written_by]--> Michael Seitzman --[(INV) written_by]--> North Country --[has_genre]--> Drama
Neg LogProb(↓):   0.176829
Path Entropy(↓):  0.443098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote big trouble
Start Entity:     Big Trouble
Gold Answer:      [['Yiddish', 'German']]
Predicted Ans:    German
Predicted Path:   Big Trouble --[written_by]--> Andrew Bergman --[(INV) written_by]--> Blazing Saddles --[in_language]--> German
Path (Raw):       Big Trouble --[written_by]--> Andrew Bergman --[(INV) written_by]--> Blazing Saddles --[in_language]--> German
Neg LogProb(↓):   0.107926
Path Entropy(↓):  0.333274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of taken 3
Start Entity:     Taken 3
Gold Answer:      [['Colombiana', 'Taken 2', 'Transporter 3']]
Predicted Ans:    Taken 3
Predicted Path:   Taken 3 --[directed_by]--> Olivier Megaton --[(INV) directed_by]--> Taken 3
Path (Raw):       Taken 3 --[directed_by]--> Olivier Megaton --[(INV) directed_by]--> Taken 3 --[No Operation]--> Taken 3
Neg LogProb(↓):   0.270811
Path Entropy(↓):  0.558459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in kings row
Start Entity:     Kings Row
Gold Answer:      [['Ann Sheridan', 'Betty Field', 'Robert Cummings', 'Ronald Reagan']]
Predicted Ans:    Robert Cummings
Predicted Path:   Kings Row --[starred_actors]--> Robert Cummings --[(INV) starred_actors]--> It Started with Eve --[starred_actors]--> Robert Cummings
Path (Raw):       Kings Row --[starred_actors]--> Robert Cummings --[(INV) starred_actors]--> It Started with Eve --[starred_actors]--> Robert Cummings
Neg LogProb(↓):   0.623225
Path Entropy(↓):  1.036991
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in pan's labyrinth
Start Entity:     Pan's Labyrinth
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Pan's Labyrinth --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Pan's Labyrinth --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.705361
Path Entropy(↓):  1.768164
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie soylent green
Start Entity:     Soylent Green
Gold Answer:      [['Charlton Heston']]
Predicted Ans:    Charlton Heston
Predicted Path:   Soylent Green --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Soylent Green --[starred_actors]--> Charlton Heston
Path (Raw):       Soylent Green --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Soylent Green --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.018810
Path Entropy(↓):  0.096742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie heavenly creatures
Start Entity:     Heavenly Creatures
Gold Answer:      [['Lorenzo Semple Jr.', 'Edgar Wallace', 'James Ashmore Creelman', 'Danny Mulheron', 'Fran Walsh', 'Stephen Sinclair', 'Peter Jackson', 'Alice Sebold', 'Costa Botes', 'Merian C. Cooper', 'Ruth Rose']]
Predicted Ans:    Peter Jackson
Predicted Path:   Heavenly Creatures --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[written_by]--> Peter Jackson
Path (Raw):       Heavenly Creatures --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[written_by]--> Peter Jackson
Neg LogProb(↓):   0.267465
Path Entropy(↓):  1.118154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by tom hiddleston fall under
Start Entity:     Tom Hiddleston
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tom Hiddleston --[(INV) starred_actors]--> Exhibition --[has_genre]--> Drama
Path (Raw):       Tom Hiddleston --[No Operation]--> Tom Hiddleston --[(INV) starred_actors]--> Exhibition --[has_genre]--> Drama
Neg LogProb(↓):   0.400538
Path Entropy(↓):  0.663474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with days of heaven in
Start Entity:     Days of Heaven
Gold Answer:      [['French', 'Sioux', 'English', 'German', 'Russian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Days of Heaven --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[in_language]--> English
Path (Raw):       Days of Heaven --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[in_language]--> English
Neg LogProb(↓):   0.771169
Path Entropy(↓):  1.196907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with roger dodger were released in which years
Start Entity:     Roger Dodger
Gold Answer:      [['2004']]
Predicted Ans:    2002
Predicted Path:   Roger Dodger --[written_by]--> Dylan Kidd --[(INV) written_by]--> Roger Dodger --[release_year]--> 2002
Path (Raw):       Roger Dodger --[written_by]--> Dylan Kidd --[(INV) written_by]--> Roger Dodger --[release_year]--> 2002
Neg LogProb(↓):   0.051565
Path Entropy(↓):  0.199278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in trixie
Start Entity:     Trixie
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Trixie --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[has_genre]--> Drama
Path (Raw):       Trixie --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[has_genre]--> Drama
Neg LogProb(↓):   0.135086
Path Entropy(↓):  0.615912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the blair witch project fall under
Start Entity:     The Blair Witch Project
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Blair Witch Project --[written_by]--> Eduardo Sánchez --[(INV) written_by]--> Altered --[has_genre]--> Horror
Path (Raw):       The Blair Witch Project --[written_by]--> Eduardo Sánchez --[(INV) written_by]--> Altered --[has_genre]--> Horror
Neg LogProb(↓):   0.001481
Path Entropy(↓):  0.013001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film starship invasions
Start Entity:     Starship Invasions
Gold Answer:      [['1981']]
Predicted Ans:    1977
Predicted Path:   Starship Invasions --[directed_by]--> Ed Hunt --[(INV) directed_by]--> Starship Invasions --[release_year]--> 1977
Path (Raw):       Starship Invasions --[directed_by]--> Ed Hunt --[(INV) directed_by]--> Starship Invasions --[release_year]--> 1977
Neg LogProb(↓):   0.170929
Path Entropy(↓):  0.436847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of phil lord directed films
Start Entity:     Phil Lord
Gold Answer:      [['2012', '2014', '2009']]
Predicted Ans:    2014
Predicted Path:   Phil Lord --[(INV) directed_by]--> 22 Jump Street --[release_year]--> 2014
Path (Raw):       Phil Lord --[No Operation]--> Phil Lord --[(INV) directed_by]--> 22 Jump Street --[release_year]--> 2014
Neg LogProb(↓):   0.484914
Path Entropy(↓):  0.917844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in brighton beach memoirs
Start Entity:     Brighton Beach Memoirs
Gold Answer:      [['Sarah Koskoff', 'John Hamburg', 'Rob Thompson', 'Steven Kampmann', 'Mayo Simon', 'Jimmy Zeilinger', 'Lewis John Carlino', 'Pat Conroy', 'Robert Klane', 'William Porter', 'Greg Glienna', 'Mary Ruth Clarke', 'Jim Herzfeld']]
Predicted Ans:    Neil Simon
Predicted Path:   Brighton Beach Memoirs --[starred_actors]--> Blythe Danner --[(INV) starred_actors]--> Brighton Beach Memoirs --[written_by]--> Neil Simon
Path (Raw):       Brighton Beach Memoirs --[starred_actors]--> Blythe Danner --[(INV) starred_actors]--> Brighton Beach Memoirs --[written_by]--> Neil Simon
Neg LogProb(↓):   0.637442
Path Entropy(↓):  1.071877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of jupiter's darling
Start Entity:     Jupiter's Darling
Gold Answer:      [['Fred Astaire', 'Judy Garland', 'Tyrone Power', 'Angela Lansbury', 'Maureen Stapleton', 'John Hodiak', 'Lana Turner', 'Basil Rathbone', 'Red Skelton', 'Mel Ferrer', 'Esther Williams', 'Charles Laughton', 'Stewart Granger', 'Kathryn Grayson', 'José Iturbi', 'Lucille Bremer', 'Fanny Brice', 'Lucille Ball', 'Joe E. Brown', 'Kim Novak', 'Janet Leigh', 'Rita Hayworth', 'Anthony Franciosa', 'Gene Kelly', 'Ava Gardner', 'Jean Simmons', 'Betty Hutton', 'Cantinflas', 'Ray Bolger', 'Frank Sinatra', 'Spencer Tracy', 'Howard Keel', 'Dick Van Dyke', 'Eleanor Parker']]
Predicted Ans:    Kim Novak
Predicted Path:   Jupiter's Darling --[directed_by]--> George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[starred_actors]--> Kim Novak
Path (Raw):       Jupiter's Darling --[directed_by]--> George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[starred_actors]--> Kim Novak
Neg LogProb(↓):   0.058964
Path Entropy(↓):  0.328333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film chloe
Start Entity:     Chloe
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Chloe --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Chloe --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.240037
Path Entropy(↓):  2.526940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of hatchet ii
Start Entity:     Hatchet II
Gold Answer:      [['Wish Upon a Star', 'The Trouble with the Truth', 'Jason X', 'Sushi Girl', 'Hatchet III', "The Black Waters of Echo's Pond", 'Candyman']]
Predicted Ans:    The Trouble with the Truth
Predicted Path:   Hatchet II --[starred_actors]--> Danielle Harris --[(INV) starred_actors]--> The Trouble with the Truth
Path (Raw):       Hatchet II --[starred_actors]--> Danielle Harris --[No Operation]--> Danielle Harris --[(INV) starred_actors]--> The Trouble with the Truth
Neg LogProb(↓):   1.053103
Path Entropy(↓):  1.351304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by kornel mundruczo were in which genres
Start Entity:     Kornél Mundruczó
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kornél Mundruczó --[(INV) directed_by]--> White God --[has_genre]--> Drama
Path (Raw):       Kornél Mundruczó --[No Operation]--> Kornél Mundruczó --[(INV) directed_by]--> White God --[has_genre]--> Drama
Neg LogProb(↓):   0.020595
Path Entropy(↓):  0.099530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film vice
Start Entity:     Vice
Gold Answer:      [['2012', '2006', '1984']]
Predicted Ans:    2012
Predicted Path:   Vice --[written_by]--> Jeremy Passmore --[(INV) written_by]--> Red Dawn --[release_year]--> 2012
Path (Raw):       Vice --[written_by]--> Jeremy Passmore --[(INV) written_by]--> Red Dawn --[release_year]--> 2012
Neg LogProb(↓):   0.263389
Path Entropy(↓):  0.589772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is beauty and the beast in
Start Entity:     Beauty and the Beast
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Beauty and the Beast --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Beauty and the Beast --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.208400
Path Entropy(↓):  3.597604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the divide
Start Entity:     The Divide
Gold Answer:      [['William Friedkin', 'Gale Anne Hurd', 'J. David Stem', 'Ken Selden', 'Rob Hedden', 'Christopher Coppola', 'Nick Vallelonga', 'Uwe Boll', 'Scott Roberts', 'Dennis Fanning', 'Eugene Hess', 'Zach Dean', 'Stephen Gaghan', 'James Cameron', 'Jessica Kaplan', 'David N. Weiss', 'Patrick Meyers', 'Andy Hedden']]
Predicted Ans:    James Cameron
Predicted Path:   The Divide --[starred_actors]--> Michael Biehn --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Path (Raw):       The Divide --[starred_actors]--> Michael Biehn --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Neg LogProb(↓):   0.620648
Path Entropy(↓):  1.142684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by a. s. m. hutchinson
Start Entity:     A.S.M. Hutchinson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A.S.M. Hutchinson --[(INV) written_by]--> If Winter Comes --[has_genre]--> Drama
Path (Raw):       A.S.M. Hutchinson --[No Operation]--> A.S.M. Hutchinson --[(INV) written_by]--> If Winter Comes --[has_genre]--> Drama
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in darling companion
Start Entity:     Darling Companion
Gold Answer:      [['Diane Keaton', 'Kevin Kline']]
Predicted Ans:    Kevin Kline
Predicted Path:   Darling Companion --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Emperor's Club --[starred_actors]--> Kevin Kline
Path (Raw):       Darling Companion --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Emperor's Club --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.096581
Path Entropy(↓):  0.440687
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kevin deters written films
Start Entity:     Kevin Deters
Gold Answer:      [['Stevie Wermers']]
Predicted Ans:    Stevie Wermers
Predicted Path:   Kevin Deters --[(INV) written_by]--> The Ballad of Nessie --[directed_by]--> Stevie Wermers
Path (Raw):       Kevin Deters --[No Operation]--> Kevin Deters --[(INV) written_by]--> The Ballad of Nessie --[directed_by]--> Stevie Wermers
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor maya stange acted together with who
Start Entity:     Maya Stange
Gold Answer:      [['Mark Ruffalo', 'Kathleen Robertson']]
Predicted Ans:    Mark Ruffalo
Predicted Path:   Maya Stange --[(INV) starred_actors]--> XX/XY --[starred_actors]--> Mark Ruffalo
Path (Raw):       Maya Stange --[No Operation]--> Maya Stange --[(INV) starred_actors]--> XX/XY --[starred_actors]--> Mark Ruffalo
Neg LogProb(↓):   0.096376
Path Entropy(↓):  0.308210
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of a little trip to heaven
Start Entity:     A Little Trip to Heaven
Gold Answer:      [['Hilmir Snær Guðnason', 'Nick Nolte', 'Robert Shaw', 'Victoria Abril', 'Jacqueline Bisset']]
Predicted Ans:    Jacqueline Bisset
Predicted Path:   A Little Trip to Heaven --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep --[starred_actors]--> Jacqueline Bisset
Path (Raw):       A Little Trip to Heaven --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep --[starred_actors]--> Jacqueline Bisset
Neg LogProb(↓):   0.698609
Path Entropy(↓):  1.225172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter margaret fitts wrote films together with who
Start Entity:     Margaret Fitts
Gold Answer:      [['Richard Alan Simmons']]
Predicted Ans:    Margaret Fitts
Predicted Path:   Margaret Fitts --[(INV) written_by]--> The King and Four Queens --[written_by]--> Margaret Fitts
Path (Raw):       Margaret Fitts --[No Operation]--> Margaret Fitts --[(INV) written_by]--> The King and Four Queens --[written_by]--> Margaret Fitts
Neg LogProb(↓):   0.074934
Path Entropy(↓):  0.264486
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of total recall
Start Entity:     Total Recall
Gold Answer:      [['Jan Wolkers', 'Michael Miner', 'Len Wiseman', 'Joe Eszterhas', 'Erik Hazelhoff Roelfzema', 'Paul Verhoeven', 'Edward Neumeier', 'Robert A. Heinlein', 'John Carlin']]
Predicted Ans:    Paul Verhoeven
Predicted Path:   Total Recall --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange --[written_by]--> Paul Verhoeven
Path (Raw):       Total Recall --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange --[written_by]--> Paul Verhoeven
Neg LogProb(↓):   0.602929
Path Entropy(↓):  1.286707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in missing
Start Entity:     Missing
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Missing --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[has_genre]--> Comedy
Path (Raw):       Missing --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[has_genre]--> Comedy
Neg LogProb(↓):   0.538097
Path Entropy(↓):  1.576937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed brother
Start Entity:     Brother
Gold Answer:      [['James B. Harris', 'William Wood', 'Kirby Dick', 'Takeshi Kitano']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Brother --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[written_by]--> Takeshi Kitano
Path (Raw):       Brother --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[written_by]--> Takeshi Kitano
Neg LogProb(↓):   0.308941
Path Entropy(↓):  0.969258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of 3 days to kill
Start Entity:     3 Days to Kill
Gold Answer:      [['The Postman', 'Never Back Down', '3000 Miles to Graceland', 'Message in a Bottle', 'Field of Dreams', 'The War', 'And Soon the Darkness', 'Gladiator', 'Soldier', 'Machete Kills', 'American Flyers', 'Tin Cup', 'Swing Vote', 'The Guardian', 'Waterworld', 'The Upside of Anger', 'Revenge', "Ender's Game", 'Drive Angry', 'One Hour Photo', 'Demonlover', 'Thirteen Days', 'The Ward', 'For Love of the Game', 'Open Range', 'Mr. Brooks', 'Fandango', 'Silverado', 'Bull Durham', 'The River Why', 'A Perfect World', 'Wyatt Earp', 'Paranoia', 'The New Daughter', 'Rumor Has It...', 'Basic', 'Dragonfly', 'True Grit', 'No Way Out', 'The Bodyguard', 'Return to Sender', 'The Untouchables', 'Mission to Mars', 'Dances with Wolves', 'All the Boys Love Mandy Lane', 'Brothers', 'The Joneses', 'The Situation']]
Predicted Ans:    Rumor Has It...
Predicted Path:   3 Days to Kill --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It...
Path (Raw):       3 Days to Kill --[starred_actors]--> Kevin Costner --[No Operation]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It...
Neg LogProb(↓):   1.068276
Path Entropy(↓):  2.144982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does michael craig appear in
Start Entity:     Michael Craig
Gold Answer:      [['The Angry Silence', 'Upstairs and Downstairs']]
Predicted Ans:    The Angry Silence
Predicted Path:   Michael Craig --[(INV) starred_actors]--> The Angry Silence --[starred_actors]--> Michael Craig --[(INV) starred_actors]--> The Angry Silence
Path (Raw):       Michael Craig --[(INV) starred_actors]--> The Angry Silence --[starred_actors]--> Michael Craig --[(INV) starred_actors]--> The Angry Silence
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by charles clary
Start Entity:     Charles Clary
Gold Answer:      [['Gouverneur Morris', 'Charles Kenyon']]
Predicted Ans:    Charles Kenyon
Predicted Path:   Charles Clary --[(INV) starred_actors]--> The Penalty --[written_by]--> Charles Kenyon
Path (Raw):       Charles Clary --[No Operation]--> Charles Clary --[(INV) starred_actors]--> The Penalty --[written_by]--> Charles Kenyon
Neg LogProb(↓):   0.000195
Path Entropy(↓):  0.001864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about lionel barrymore
Start Entity:     lionel barrymore
Gold Answer:      [['Guilty Hands', 'A Free Soul', 'Camille', 'The Devil-Doll', "You Can't Take It With You", 'Mark of the Vampire']]
Predicted Ans:    Guilty Hands
Predicted Path:   lionel barrymore --[(INV) has_tags]--> Guilty Hands --[has_tags]--> lionel barrymore --[(INV) has_tags]--> Guilty Hands
Path (Raw):       lionel barrymore --[(INV) has_tags]--> Guilty Hands --[has_tags]--> lionel barrymore --[(INV) has_tags]--> Guilty Hands
Neg LogProb(↓):   0.037363
Path Entropy(↓):  0.195142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of italianamerican
Start Entity:     Italianamerican
Gold Answer:      [['Mean Streets', 'A Letter to Elia', "Alice Doesn't Live Here Anymore", 'Goodfellas', 'Raging Bull', "Who's That Knocking at My Door", 'Boxcar Bertha', 'The Last Waltz', 'The Last Temptation of Christ', 'New York Stories', 'Bringing Out the Dead', 'Gangs of New York', 'Kundun', 'Cape Fear', 'Casino', 'New York, New York', 'A Personal Journey with Martin Scorsese Through American Movies', 'Taxi Driver', 'Shutter Island', 'The Age of Innocence', 'The King of Comedy', 'After Hours', 'The Departed', 'My Voyage to Italy', 'The Aviator', 'Hugo', 'The Color of Money', 'The Wolf of Wall Street']]
Predicted Ans:    Casino
Predicted Path:   Italianamerican --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino
Path (Raw):       Italianamerican --[No Operation]--> Italianamerican --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino
Neg LogProb(↓):   1.745928
Path Entropy(↓):  2.644858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was vincent ngo the writer of
Start Entity:     Vincent Ngo
Gold Answer:      [['Hancock']]
Predicted Ans:    Hancock
Predicted Path:   Vincent Ngo --[(INV) written_by]--> Hancock --[written_by]--> Vincent Ngo --[(INV) written_by]--> Hancock
Path (Raw):       Vincent Ngo --[(INV) written_by]--> Hancock --[written_by]--> Vincent Ngo --[(INV) written_by]--> Hancock
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in peg o'my heart
Start Entity:     Peg o' My Heart
Gold Answer:      [['Drama', 'Musical', 'Comedy', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   Peg o' My Heart --[starred_actors]--> Marion Davies --[(INV) starred_actors]--> Going Hollywood --[has_genre]--> Musical
Path (Raw):       Peg o' My Heart --[starred_actors]--> Marion Davies --[(INV) starred_actors]--> Going Hollywood --[has_genre]--> Musical
Neg LogProb(↓):   0.020050
Path Entropy(↓):  0.122518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the state of things director
Start Entity:     The State of Things
Gold Answer:      [['French', 'Portuguese', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   The State of Things --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Room 666 --[in_language]--> German
Path (Raw):       The State of Things --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Room 666 --[in_language]--> German
Neg LogProb(↓):   0.181619
Path Entropy(↓):  0.622422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by amy acker released
Start Entity:     Amy Acker
Gold Answer:      [['2012', '1993']]
Predicted Ans:    1993
Predicted Path:   Amy Acker --[(INV) starred_actors]--> Much Ado About Nothing --[release_year]--> 1993
Path (Raw):       Amy Acker --[No Operation]--> Amy Acker --[(INV) starred_actors]--> Much Ado About Nothing --[release_year]--> 1993
Neg LogProb(↓):   0.658701
Path Entropy(↓):  0.692534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by jason buxton
Start Entity:     Jason Buxton
Gold Answer:      [['Blackbird']]
Predicted Ans:    Blackbird
Predicted Path:   Jason Buxton --[(INV) directed_by]--> Blackbird --[directed_by]--> Jason Buxton --[(INV) directed_by]--> Blackbird
Path (Raw):       Jason Buxton --[(INV) directed_by]--> Blackbird --[directed_by]--> Jason Buxton --[(INV) directed_by]--> Blackbird
Neg LogProb(↓):   0.073959
Path Entropy(↓):  0.261317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by sherri stoner released
Start Entity:     Sherri Stoner
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Sherri Stoner --[(INV) written_by]--> My Favorite Martian --[release_year]--> 1999
Path (Raw):       Sherri Stoner --[No Operation]--> Sherri Stoner --[(INV) written_by]--> My Favorite Martian --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed it happened one night
Start Entity:     It Happened One Night
Gold Answer:      [['Frank Capra']]
Predicted Ans:    Frank Capra
Predicted Path:   It Happened One Night --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Path (Raw):       It Happened One Night --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.169784
Path Entropy(↓):  0.635060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed sherlock holmes
Start Entity:     Sherlock Holmes
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Sherlock Holmes --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[in_language]--> Italian
Path (Raw):       Sherlock Holmes --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[in_language]--> Italian
Neg LogProb(↓):   0.001708
Path Entropy(↓):  0.015230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by louis d. lighton
Start Entity:     Louis D. Lighton
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Louis D. Lighton --[(INV) written_by]--> Wings --[in_language]--> Russian
Path (Raw):       Louis D. Lighton --[No Operation]--> Louis D. Lighton --[(INV) written_by]--> Wings --[in_language]--> Russian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is v / h / s about
Start Entity:     V/H/S
Gold Answer:      [['anthology', 'adam wingard', 'bd-r', 'ti west', 'shorts', 'joe swanberg', 'horror']]
Predicted Ans:    drinking
Predicted Path:   V/H/S --[has_tags]--> joe swanberg --[(INV) has_tags]--> Drinking Buddies --[has_tags]--> drinking
Path (Raw):       V/H/S --[has_tags]--> joe swanberg --[(INV) has_tags]--> Drinking Buddies --[has_tags]--> drinking
Neg LogProb(↓):   0.632544
Path Entropy(↓):  1.092657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor geoffrey lewis co - starred with who
Start Entity:     Geoffrey Lewis
Gold Answer:      [['William Smith', 'Clint Eastwood', 'George Kennedy', 'Sondra Locke', 'Jeff Bridges']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Geoffrey Lewis --[(INV) starred_actors]--> Thunderbolt and Lightfoot --[starred_actors]--> Clint Eastwood
Path (Raw):       Geoffrey Lewis --[No Operation]--> Geoffrey Lewis --[(INV) starred_actors]--> Thunderbolt and Lightfoot --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.263608
Path Entropy(↓):  0.563430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie little lili were in which genres
Start Entity:     Little Lili
Gold Answer:      [['Thriller', 'Musical', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Little Lili --[starred_actors]--> Ludivine Sagnier --[(INV) starred_actors]--> Love Crime --[has_genre]--> Thriller
Path (Raw):       Little Lili --[starred_actors]--> Ludivine Sagnier --[(INV) starred_actors]--> Love Crime --[has_genre]--> Thriller
Neg LogProb(↓):   0.183510
Path Entropy(↓):  0.597197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie where east is east starred who
Start Entity:     Where East Is East
Gold Answer:      [['Lon Chaney']]
Predicted Ans:    Lon Chaney
Predicted Path:   Where East Is East --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> Mr. Wu --[starred_actors]--> Lon Chaney
Path (Raw):       Where East Is East --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> Mr. Wu --[starred_actors]--> Lon Chaney
Neg LogProb(↓):   0.167657
Path Entropy(↓):  0.586124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor vincent d'onofrio starred together with who
Start Entity:     Vincent D'Onofrio
Gold Answer:      [['Emile Hirsch', 'Cameron Diaz', 'Keanu Reeves', 'Marisa Tomei', 'Tracey Ullman', 'Madeleine Stowe', 'Craig Bierko', 'Gretchen Mol', 'Julia Ormond', 'Rebecca De Mornay', 'Renée Zellweger', 'Annabeth Gish', 'Christopher Walken', 'Lili Taylor', 'Campbell Scott', 'Julia Roberts', 'Val Kilmer', 'Hope Davis', 'Matthew Modine', 'Laura San Giacomo', 'Adam Baldwin', 'Gary Sinise', 'Al Franken', 'Colleen Dewhurst', 'Ray Stevenson', 'Jena Malone', 'R. Lee Ermey', 'Shirley Knight', 'Eamon Farren', 'Kieran Culkin', 'Benjamin Bratt']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[starred_actors]--> Keanu Reeves
Path (Raw):       Vincent D'Onofrio --[No Operation]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.558692
Path Entropy(↓):  1.460835
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote silk
Start Entity:     Silk
Gold Answer:      [['Tim Roth', 'Pruitt Taylor Vince', 'Colm Feore']]
Predicted Ans:    Colm Feore
Predicted Path:   Silk --[written_by]--> François Girard --[(INV) written_by]--> Thirty Two Short Films About Glenn Gould --[starred_actors]--> Colm Feore
Path (Raw):       Silk --[written_by]--> François Girard --[(INV) written_by]--> Thirty Two Short Films About Glenn Gould --[starred_actors]--> Colm Feore
Neg LogProb(↓):   0.147378
Path Entropy(↓):  0.465341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was luis bunuel the director for
Start Entity:     Luis Buñuel
Gold Answer:      [['Robinson Crusoe', 'The Phantom of Liberty', 'Belle de Jour', 'Viridiana', 'The Discreet Charm of the Bourgeoisie', 'Un Chien Andalou', 'The Exterminating Angel', 'That Obscure Object of Desire', 'Susana', 'The Criminal Life of Archibaldo de la Cruz', 'Los Olvidados', 'The Milky Way', 'Death in the Garden', 'Diary of a Chambermaid', 'The Young One', 'Land Without Bread', 'Simon of the Desert', 'Tristana', "L'Age d'Or"]]
Predicted Ans:    Land Without Bread
Predicted Path:   Luis Buñuel --[(INV) directed_by]--> Land Without Bread --[written_by]--> Pierre Unik --[(INV) written_by]--> Land Without Bread
Path (Raw):       Luis Buñuel --[(INV) directed_by]--> Land Without Bread --[written_by]--> Pierre Unik --[(INV) written_by]--> Land Without Bread
Neg LogProb(↓):   2.274866
Path Entropy(↓):  2.683887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with mark swift
Start Entity:     Mark Swift
Gold Answer:      [['Victor Miller', 'Damian Shannon', 'Sean S. Cunningham']]
Predicted Ans:    Mark Swift
Predicted Path:   Mark Swift --[(INV) written_by]--> Friday the 13th --[written_by]--> Mark Swift
Path (Raw):       Mark Swift --[No Operation]--> Mark Swift --[(INV) written_by]--> Friday the 13th --[written_by]--> Mark Swift
Neg LogProb(↓):   0.002600
Path Entropy(↓):  0.020348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in aashiqui 2
Start Entity:     Aashiqui 2
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Aashiqui 2 --[starred_actors]--> Shraddha Kapoor --[(INV) starred_actors]--> Haider --[has_genre]--> Drama
Path (Raw):       Aashiqui 2 --[starred_actors]--> Shraddha Kapoor --[(INV) starred_actors]--> Haider --[has_genre]--> Drama
Neg LogProb(↓):   0.012701
Path Entropy(↓):  0.074784
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor kad merad co - starred with who
Start Entity:     Kad Merad
Gold Answer:      [['Sabine Azéma', 'Daniel Auteuil']]
Predicted Ans:    Sabine Azéma
Predicted Path:   Kad Merad --[(INV) starred_actors]--> The Well-Digger's Daughter --[starred_actors]--> Sabine Azéma
Path (Raw):       Kad Merad --[No Operation]--> Kad Merad --[(INV) starred_actors]--> The Well-Digger's Daughter --[starred_actors]--> Sabine Azéma
Neg LogProb(↓):   0.096263
Path Entropy(↓):  0.368071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by saawariya writers
Start Entity:     Saawariya
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Saawariya --[written_by]--> Fyodor Dostoevsky --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       Saawariya --[written_by]--> Fyodor Dostoevsky --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   1.425120
Path Entropy(↓):  1.840268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of philip gilbert starred movies
Start Entity:     Philip Gilbert
Gold Answer:      [['Herbert J. Leder']]
Predicted Ans:    Herbert J. Leder
Predicted Path:   Philip Gilbert --[(INV) starred_actors]--> The Frozen Dead --[directed_by]--> Herbert J. Leder
Path (Raw):       Philip Gilbert --[No Operation]--> Philip Gilbert --[(INV) starred_actors]--> The Frozen Dead --[directed_by]--> Herbert J. Leder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by free men actors
Start Entity:     Free Men
Gold Answer:      [['Abdel Raouf Dafri', 'Xavier Beauvois', 'Hans Ruesch', 'Jacques Audiard', 'Thomas Bidegain', 'Asghar Farhadi', 'Nicolas Peufaillit']]
Predicted Ans:    Nicolas Peufaillit
Predicted Path:   Free Men --[starred_actors]--> Tahar Rahim --[(INV) starred_actors]--> A Prophet --[written_by]--> Nicolas Peufaillit
Path (Raw):       Free Men --[starred_actors]--> Tahar Rahim --[(INV) starred_actors]--> A Prophet --[written_by]--> Nicolas Peufaillit
Neg LogProb(↓):   0.698862
Path Entropy(↓):  1.852637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie harold and maude
Start Entity:     Harold and Maude
Gold Answer:      [['John Cromwell', 'Robert Altman', 'Roman Polanski', 'Carl Reiner', 'Jamie Babbit', 'Kevin Smith', 'Lee H. Katzin', 'Bernard Girard', 'Steve Barron', 'Robert Mulligan']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Harold and Maude --[starred_actors]--> Ruth Gordon --[(INV) starred_actors]--> Inside Daisy Clover --[directed_by]--> Robert Mulligan
Path (Raw):       Harold and Maude --[starred_actors]--> Ruth Gordon --[(INV) starred_actors]--> Inside Daisy Clover --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.463203
Path Entropy(↓):  1.129859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the naked edge also starred in which movies
Start Entity:     The Naked Edge
Gold Answer:      [['Cloak and Dagger', 'I See a Dark Stranger', 'Along Came Jones', 'The Pride of the Yankees', 'The Real Glory', 'The Cowboy and the Lady', 'Ten North Frederick', 'An Affair to Remember', 'Black Narcissus', 'The Night of the Iguana', "King Solomon's Mines", 'High Noon', 'City Streets', 'The Prisoner of Zenda', 'Vera Cruz', 'Eye of the Devil', 'If I Had a Million', 'Heaven Knows, Mr. Allison', 'From Here to Eternity', 'The Wreck of the Mary Deare', 'The Hucksters', 'Friendly Persuasion', 'The Westerner', 'They Came to Cordura', 'The Winning of Barbara Worth', 'Bonjour Tristesse', 'Separate Tables', 'Springfield Rifle', 'For Whom the Bell Tolls', 'Distant Drums', 'The Court-Martial of Billy Mitchell', 'The Chalk Garden', 'The Fountainhead', 'Design for Living', 'Desire', 'Sergeant York', 'Morocco', 'Tea and Sympathy', 'The Hanging Tree', 'Ball of Fire', 'Dream Wife', 'Now and Forever', 'The Plainsman', 'Mr. Deeds Goes to Town', 'Casanova Brown', 'The General Died at Dawn', 'Meet John Doe', 'Saratoga Trunk', 'Quo Vadis', 'The Story of Dr. Wassell', 'Man of the West', 'Beau Geste', 'The Gypsy Moths', 'North West Mounted Police', 'The End of the Affair', 'Edward, My Son', 'Dallas', 'Operator 13', 'Unconquered', 'The Lives of a Bengal Lancer', 'A Farewell to Arms', 'The Sundowners', 'The Innocents', 'Love in the Afternoon', 'One Sunday Afternoon', 'The Journey', 'The Wedding Night', 'The Arrangement', 'Alice in Wonderland', 'The Grass Is Greener']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   The Naked Edge --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       The Naked Edge --[starred_actors]--> Gary Cooper --[No Operation]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   1.421670
Path Entropy(↓):  2.765693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by donal mccann
Start Entity:     Donal McCann
Gold Answer:      [['John Huston']]
Predicted Ans:    John Huston
Predicted Path:   Donal McCann --[(INV) starred_actors]--> The Dead --[directed_by]--> John Huston
Path (Raw):       Donal McCann --[No Operation]--> Donal McCann --[(INV) starred_actors]--> The Dead --[directed_by]--> John Huston
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie pocketful of miracles were in which genres
Start Entity:     Pocketful of Miracles
Gold Answer:      [['Drama', 'Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.595010
Path Entropy(↓):  1.038153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did philip wylie write
Start Entity:     Philip Wylie
Gold Answer:      [['Murders in the Zoo', 'Charlie Chan in Reno', 'When Worlds Collide', 'Island of Lost Souls']]
Predicted Ans:    Island of Lost Souls
Predicted Path:   Philip Wylie --[(INV) written_by]--> Island of Lost Souls --[written_by]--> Philip Wylie --[(INV) written_by]--> Island of Lost Souls
Path (Raw):       Philip Wylie --[(INV) written_by]--> Island of Lost Souls --[written_by]--> Philip Wylie --[(INV) written_by]--> Island of Lost Souls
Neg LogProb(↓):   0.057651
Path Entropy(↓):  0.284350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by south pacific actors
Start Entity:     South Pacific
Gold Answer:      [['P.G. Wodehouse', 'Nicholas Monsarrat', 'Guy Bolton', 'I.A.L. Diamond', 'Billy Wilder', 'Eugene Solow', 'John Patrick', 'Vera Caspary', 'Horton Foote', 'Robert Anderson', 'Anna Bonacci', 'Bruce D. Clark', 'Charles Kaufman', 'John Steinbeck']]
Predicted Ans:    John Patrick
Predicted Path:   South Pacific --[starred_actors]--> Mitzi Gaynor --[(INV) starred_actors]--> Les Girls --[written_by]--> John Patrick
Path (Raw):       South Pacific --[starred_actors]--> Mitzi Gaynor --[(INV) starred_actors]--> Les Girls --[written_by]--> John Patrick
Neg LogProb(↓):   0.326043
Path Entropy(↓):  0.752066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in fritz kampers starred movies
Start Entity:     Fritz Kampers
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Fritz Kampers --[(INV) starred_actors]--> Westfront 1918 --[in_language]--> German
Path (Raw):       Fritz Kampers --[No Operation]--> Fritz Kampers --[(INV) starred_actors]--> Westfront 1918 --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by earthquake writers
Start Entity:     Earthquake
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Earthquake --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Path (Raw):       Earthquake --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of martin balsam acted films
Start Entity:     Martin Balsam
Gold Answer:      [['Sidney Lumet', 'Larry Peerce', 'James B. Harris', 'Arthur Penn', 'Mike Nichols', 'Gilbert Cates', 'Menahem Golan', 'Richard Fleischer', 'Joseph Sargent', 'Andrew V. McLaglen']]
Predicted Ans:    Mike Nichols
Predicted Path:   Martin Balsam --[(INV) starred_actors]--> Catch-22 --[directed_by]--> Mike Nichols
Path (Raw):       Martin Balsam --[No Operation]--> Martin Balsam --[(INV) starred_actors]--> Catch-22 --[directed_by]--> Mike Nichols
Neg LogProb(↓):   0.203987
Path Entropy(↓):  0.553402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of mark of the vampire
Start Entity:     Mark of the Vampire
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Mark of the Vampire --[release_year]--> 1935 --[(INV) release_year]--> Becky Sharp --[release_year]--> 1935
Path (Raw):       Mark of the Vampire --[release_year]--> 1935 --[(INV) release_year]--> Becky Sharp --[release_year]--> 1935
Neg LogProb(↓):   1.965737
Path Entropy(↓):  3.071568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in dodge city
Start Entity:     Dodge City
Gold Answer:      [['Sam Wood', 'Edmund Goulding', 'John Huston', 'Mervyn LeRoy', 'Walter Grauman', 'Martin Campbell', 'Lewis Milestone', 'Henry Koster', 'Raoul Walsh', 'Jennifer Leitzes', 'Vincent Sherman', 'Frank Lloyd', 'Henry King', 'Michael Curtiz', 'Stanley Kramer', 'Anatole Litvak', 'David Miller', 'Anthony Asquith', 'Archie Mayo', 'Mitchell Leisen', 'William Keighley', 'George Scribner', 'Peter Godfrey', 'Robert Siodmak', 'Victor Saville', 'Tony Richardson', 'Robert Florey', 'William Wyler', 'Lloyd Bacon', 'Norman Krasna', 'David Butler', 'Howard Hawks']]
Predicted Ans:    Stanley Kramer
Predicted Path:   Dodge City --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[directed_by]--> Stanley Kramer
Path (Raw):       Dodge City --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[directed_by]--> Stanley Kramer
Neg LogProb(↓):   0.925442
Path Entropy(↓):  1.797208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did leonid trauberg direct
Start Entity:     Leonid Trauberg
Gold Answer:      [['The New Babylon']]
Predicted Ans:    The New Babylon
Predicted Path:   Leonid Trauberg --[(INV) directed_by]--> The New Babylon --[directed_by]--> Leonid Trauberg --[(INV) directed_by]--> The New Babylon
Path (Raw):       Leonid Trauberg --[(INV) directed_by]--> The New Babylon --[directed_by]--> Leonid Trauberg --[(INV) directed_by]--> The New Babylon
Neg LogProb(↓):   0.055811
Path Entropy(↓):  0.210936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of kiss me goodbye
Start Entity:     Kiss Me Goodbye
Gold Answer:      [['José Wilker', 'Mauro Mendonça']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Kiss Me Goodbye --[written_by]--> Jorge Amado --[(INV) written_by]--> Kiss Me Goodbye --[starred_actors]--> Jeff Bridges
Path (Raw):       Kiss Me Goodbye --[written_by]--> Jorge Amado --[(INV) written_by]--> Kiss Me Goodbye --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.805849
Path Entropy(↓):  1.272345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by raoul walsh were in which languages
Start Entity:     Raoul Walsh
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[in_language]--> French
Path (Raw):       Raoul Walsh --[No Operation]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[in_language]--> French
Neg LogProb(↓):   0.007784
Path Entropy(↓):  0.053580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of grace unplugged
Start Entity:     Grace Unplugged
Gold Answer:      [['No Greater Love']]
Predicted Ans:    Grace Unplugged
Predicted Path:   Grace Unplugged --[written_by]--> Brad J. Silverman --[(INV) written_by]--> Grace Unplugged
Path (Raw):       Grace Unplugged --[No Operation]--> Grace Unplugged --[written_by]--> Brad J. Silverman --[(INV) written_by]--> Grace Unplugged
Neg LogProb(↓):   0.339409
Path Entropy(↓):  0.896981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movies directed by james clavell
Start Entity:     James Clavell
Gold Answer:      [['J.B. Pick']]
Predicted Ans:    James Clavell
Predicted Path:   James Clavell --[(INV) directed_by]--> To Sir, with Love --[written_by]--> James Clavell
Path (Raw):       James Clavell --[No Operation]--> James Clavell --[(INV) directed_by]--> To Sir, with Love --[written_by]--> James Clavell
Neg LogProb(↓):   0.116739
Path Entropy(↓):  0.347778
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of cliff richard
Start Entity:     Cliff Richard
Gold Answer:      [['Mickey Rooney', 'Gloria DeHaven', 'Frank Morgan', 'Walter Huston', 'Lauri Peters', 'Una Stubbs', 'Melvyn Hayes']]
Predicted Ans:    Walter Huston
Predicted Path:   Cliff Richard --[(INV) starred_actors]--> Summer Holiday --[starred_actors]--> Walter Huston
Path (Raw):       Cliff Richard --[No Operation]--> Cliff Richard --[(INV) starred_actors]--> Summer Holiday --[starred_actors]--> Walter Huston
Neg LogProb(↓):   0.094724
Path Entropy(↓):  0.390148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by enzo g. castellari were written by who
Start Entity:     Enzo G. Castellari
Gold Answer:      [['Sandro Continenza', 'Romano Migliorini', 'Sergio Grieco', 'Franco Marotta', 'Laura Toscano', 'Luigi Cozzi']]
Predicted Ans:    Luigi Cozzi
Predicted Path:   Enzo G. Castellari --[(INV) directed_by]--> Sinbad of the Seven Seas --[written_by]--> Luigi Cozzi
Path (Raw):       Enzo G. Castellari --[No Operation]--> Enzo G. Castellari --[(INV) directed_by]--> Sinbad of the Seven Seas --[written_by]--> Luigi Cozzi
Neg LogProb(↓):   0.896627
Path Entropy(↓):  1.284422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the switch also starred in which movies
Start Entity:     The Switch
Gold Answer:      [['The Iron Giant', 'Juno', 'Breaking the Rules', 'The Bounty Hunter', 'Horrible Bosses', 'The Legend of Sleepy Hollow', 'The Good Girl', "We're the Millers", 'Independence Day', 'Transylvania 6-5000', 'Powder', 'Dream for an Insomniac', 'Cake', 'Couples Retreat', 'Spinning Boris', 'Bad Words', 'Mansome', 'Teen Wolf Too', 'Love Happens', 'Into the Night', 'Extract', 'The Break-Up', 'Auggie Rose', 'The Kingdom', 'Wanderlust', 'Igby Goes Down', 'Leprechaun', 'Just Go with It', 'The Great White Hype', 'The Tall Guy', 'Zambezia', 'Rumor Has It...', 'Rock Star', 'Adam Resurrected', 'The Change-Up', 'Earth Girls Are Easy', 'Management', 'The Ex', 'The Big Chill', 'Hideaway', 'The Longest Week', 'Office Space', 'The Fly', 'The Object of My Affection', 'Holy Man', 'Along Came Polly', "Tim and Eric's Billion Dollar Movie", 'Identity Thief', 'Hancock', 'Picture Perfect', 'Disconnect']]
Predicted Ans:    Rumor Has It...
Predicted Path:   The Switch --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It...
Path (Raw):       The Switch --[starred_actors]--> Jennifer Aniston --[No Operation]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It...
Neg LogProb(↓):   0.735264
Path Entropy(↓):  1.786571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by bing crosby
Start Entity:     bing crosby
Gold Answer:      [['High Society', 'Going My Way', 'White Christmas', "The Bells of St. Mary's", 'Holiday Inn', 'Road to Rio']]
Predicted Ans:    Make Way for Tomorrow
Predicted Path:   bing crosby --[(INV) has_tags]--> Going My Way --[has_tags]--> leo mccarey --[(INV) has_tags]--> Make Way for Tomorrow
Path (Raw):       bing crosby --[(INV) has_tags]--> Going My Way --[has_tags]--> leo mccarey --[(INV) has_tags]--> Make Way for Tomorrow
Neg LogProb(↓):   0.845170
Path Entropy(↓):  1.637839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films written by the screenwriter of criminal lovers
Start Entity:     Criminal Lovers
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Criminal Lovers --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[in_language]--> French
Path (Raw):       Criminal Lovers --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[in_language]--> French
Neg LogProb(↓):   0.007303
Path Entropy(↓):  0.046516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie pierrot le fou, when was it released
Start Entity:     Pierrot le Fou
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Pierrot le Fou --[release_year]--> 1965 --[(INV) release_year]--> Juliet of the Spirits --[release_year]--> 1965
Path (Raw):       Pierrot le Fou --[release_year]--> 1965 --[(INV) release_year]--> Juliet of the Spirits --[release_year]--> 1965
Neg LogProb(↓):   2.328303
Path Entropy(↓):  3.584258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of hadewijch
Start Entity:     Hadewijch
Gold Answer:      [['Bruno Dumont']]
Predicted Ans:    Bruno Dumont
Predicted Path:   Hadewijch --[written_by]--> Bruno Dumont --[(INV) written_by]--> Flanders --[written_by]--> Bruno Dumont
Path (Raw):       Hadewijch --[written_by]--> Bruno Dumont --[(INV) written_by]--> Flanders --[written_by]--> Bruno Dumont
Neg LogProb(↓):   0.009827
Path Entropy(↓):  0.058250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie chaos, when was it released
Start Entity:     Chaos
Gold Answer:      [['2005']]
Predicted Ans:    2000
Predicted Path:   Chaos --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Chaos --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   3.489580
Path Entropy(↓):  5.407292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the steel magnolias director
Start Entity:     Steel Magnolias
Gold Answer:      [['Kevin Wade', 'Anthony Perkins', 'Woody Allen', 'Neil Simon', 'Jo Swerling', 'Stephen Sondheim', 'Katherine Leslie Moore', 'Don Roos', 'Terence Rattigan', 'Arnold Schulman', 'Nicholas Meyer', 'Ian Abrams', 'Buck Henry', 'Jay Presson Allen', 'Craig Brewer', 'Nora Ephron', 'James Hilton', 'Arthur Laurents', 'Dennis Potter']]
Predicted Ans:    Neil Simon
Predicted Path:   Steel Magnolias --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Sunshine Boys --[written_by]--> Neil Simon
Path (Raw):       Steel Magnolias --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Sunshine Boys --[written_by]--> Neil Simon
Neg LogProb(↓):   0.982093
Path Entropy(↓):  1.629865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by paula raymond were written by who
Start Entity:     Paula Raymond
Gold Answer:      [['Robert E. Kent']]
Predicted Ans:    Robert E. Kent
Predicted Path:   Paula Raymond --[(INV) starred_actors]--> The Gun That Won the West --[written_by]--> Robert E. Kent
Path (Raw):       Paula Raymond --[No Operation]--> Paula Raymond --[(INV) starred_actors]--> The Gun That Won the West --[written_by]--> Robert E. Kent
Neg LogProb(↓):   0.257198
Path Entropy(↓):  0.535363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the marrying man are directed by who
Start Entity:     The Marrying Man
Gold Answer:      [['Roger Donaldson', 'George Armitage', 'Paul Haggis', 'Dean Parisot', 'Ted Kotcheff', 'John Erman', 'Derick Martini', 'Peter Ramsey', 'Mark Rydell', 'François Truffaut', 'Ralph Bakshi', 'Blake Edwards', 'Barry Levinson', 'Robert Altman', 'Richard Benjamin', 'Charlton Heston', 'Phil Joanou', 'John Frankenheimer', 'Chuck Russell', 'Harold Becker', 'Daniel Algrant', 'Lee Tamahori', 'Nico Mastorakis', 'Russell Mulcahy', 'Nancy Meyers', 'Hugh Hudson', 'Jeff Nathanson', 'Robert Benton', 'Howard Deutch', 'Curtis Hanson', 'Cameron Crowe', 'Brian Gibson', 'Glenn Jordan', 'Susan Montford', 'Tim Burton', 'John McTiernan', 'Norman René', 'David Hugh Jones', 'Sam Peckinpah', 'John Hughes', 'David R. Ellis', 'Fraser Clarke Heston', 'Elia Kazan', 'Rob Reiner']]
Predicted Ans:    François Truffaut
Predicted Path:   The Marrying Man --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> François Truffaut
Path (Raw):       The Marrying Man --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> François Truffaut
Neg LogProb(↓):   1.186509
Path Entropy(↓):  1.758297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in firelight
Start Entity:     Firelight
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Firelight --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Firelight --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   2.005739
Path Entropy(↓):  2.776620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie you, me and dupree
Start Entity:     You, Me and Dupree
Gold Answer:      [['Nicole Kassell', 'Robert Wise', 'Jan de Bont', 'Tom Dey', 'Wayne Kramer', 'George Armitage', 'Nimród Antal', 'Ronald F. Maxwell', 'Jimmy Hayward', 'Kevin Spacey', 'Harald Zwart', 'Woody Allen', 'Wes Anderson', 'Betty Thomas', 'Donald Petrie', 'John Madden', 'Matthew Weiner', 'Shawn Levy', 'James L. Brooks', 'Steven Brill', 'Tony Bill', 'Harold Becker', 'Bent Hamer', 'Paul Weitz', 'Joe Ranft', 'Michael Winterbottom', 'Gus Van Sant', 'Greg Coolidge', 'Morgan J. Freeman', 'Francis Ford Coppola', 'John Moore', 'Andy Tennant', 'Mira Nair', 'Ben Bolt', 'Howard Deutch', 'Ted Demme', 'Anthony Minghella', 'Chris Brinker', 'Garry Marshall', 'David Dobkin', 'Laurie Collyer', 'Tim Hunter', 'John McNaughton', 'Zach Braff', 'Davis Guggenheim', 'Jonathan Sobol', 'Matt Dillon', 'Arthur Penn', 'Luke Greenfield', 'Brad Lewis', 'Gary Winick', 'John Lasseter', 'John Luessenhop', 'Jonathan Kaplan', 'Robert Pulcini', 'Shari Springer Berman']]
Predicted Ans:    Donald Petrie
Predicted Path:   You, Me and Dupree --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Path (Raw):       You, Me and Dupree --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.540762
Path Entropy(↓):  1.278484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor audra lindley starred together with who
Start Entity:     Audra Lindley
Gold Answer:      [['Ben Stiller', 'Charles Grodin', 'Cybill Shepherd', 'Helen Shaver', 'Patricia Charbonneau', 'Michelle Monaghan', 'Jeannie Berlin', 'Jerry Stiller']]
Predicted Ans:    Ben Stiller
Predicted Path:   Audra Lindley --[(INV) starred_actors]--> The Heartbreak Kid --[starred_actors]--> Ben Stiller
Path (Raw):       Audra Lindley --[No Operation]--> Audra Lindley --[(INV) starred_actors]--> The Heartbreak Kid --[starred_actors]--> Ben Stiller
Neg LogProb(↓):   0.212697
Path Entropy(↓):  0.720032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the pilgrim
Start Entity:     The Pilgrim
Gold Answer:      [['1916', '1918', '1985', '1919']]
Predicted Ans:    1985
Predicted Path:   The Pilgrim --[starred_actors]--> Edna Purviance --[(INV) starred_actors]--> Police --[release_year]--> 1985
Path (Raw):       The Pilgrim --[starred_actors]--> Edna Purviance --[(INV) starred_actors]--> Police --[release_year]--> 1985
Neg LogProb(↓):   0.441233
Path Entropy(↓):  0.658989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by art lafleur
Start Entity:     Art LaFleur
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Art LaFleur --[(INV) starred_actors]--> House Hunting --[has_genre]--> Thriller
Path (Raw):       Art LaFleur --[No Operation]--> Art LaFleur --[(INV) starred_actors]--> House Hunting --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the spiral staircase
Start Entity:     The Spiral Staircase
Gold Answer:      [['Loretta Young', 'Elliott Gould', 'Cybill Shepherd', 'Dame May Whitty', 'Michael Redgrave', 'Angela Lansbury', 'Herbert Lom', 'Barry Sullivan', 'Margaret Lockwood', 'Paul Lukas']]
Predicted Ans:    Loretta Young
Predicted Path:   The Spiral Staircase --[written_by]--> Mel Dinelli --[(INV) written_by]--> Cause for Alarm! --[starred_actors]--> Loretta Young
Path (Raw):       The Spiral Staircase --[written_by]--> Mel Dinelli --[(INV) written_by]--> Cause for Alarm! --[starred_actors]--> Loretta Young
Neg LogProb(↓):   0.023087
Path Entropy(↓):  0.111505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the affairs of martha
Start Entity:     The Affairs of Martha
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   The Affairs of Martha --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       The Affairs of Martha --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   2.178329
Path Entropy(↓):  3.498521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by aaron blabey were directed by who
Start Entity:     Aaron Blabey
Gold Answer:      [['Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Aaron Blabey --[(INV) starred_actors]--> Human Touch --[directed_by]--> Paul Cox
Path (Raw):       Aaron Blabey --[No Operation]--> Aaron Blabey --[(INV) starred_actors]--> Human Touch --[directed_by]--> Paul Cox
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with scaramouche in
Start Entity:     Scaramouche
Gold Answer:      [['English']]
Predicted Ans:    George Sidney
Predicted Path:   Scaramouche --[written_by]--> George Froeschel --[(INV) written_by]--> Scaramouche --[directed_by]--> George Sidney
Path (Raw):       Scaramouche --[written_by]--> George Froeschel --[(INV) written_by]--> Scaramouche --[directed_by]--> George Sidney
Neg LogProb(↓):   0.591651
Path Entropy(↓):  1.455803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of she wouldn't say yes
Start Entity:     She Wouldn't Say Yes
Gold Answer:      [['Julie Andrews', 'Betty Garrett', 'Robert Montgomery', 'Claude Rains', 'James Whitmore', 'Desi Arnaz', 'Adolphe Menjou', 'Jack Lemmon', 'James Mason', 'Shirley Temple', 'Janet Blair', 'Mario Lanza', 'Dorothy Dell', 'Hedy Lamarr', 'Lucille Ball', 'William Powell', 'Tony Curtis', 'Janet Leigh', 'Walter Matthau', 'Doretta Morrow', 'Rosalind Russell', 'Bob Newhart', 'Evelyn Keyes', 'George Tobias', 'Brian Aherne', 'Dean Miller']]
Predicted Ans:    Claude Rains
Predicted Path:   She Wouldn't Say Yes --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[starred_actors]--> Claude Rains
Path (Raw):       She Wouldn't Say Yes --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[starred_actors]--> Claude Rains
Neg LogProb(↓):   0.903746
Path Entropy(↓):  1.342752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote amarcord
Start Entity:     Amarcord
Gold Answer:      [['Alberto Lattuada', 'Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Pietro Germi', 'Roger Vadim', 'Vittorio De Sica', 'Bob Fosse', 'Louis Malle', 'Roberto Rossellini']]
Predicted Ans:    Federico Fellini
Predicted Path:   Amarcord --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[directed_by]--> Federico Fellini
Path (Raw):       Amarcord --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.999204
Path Entropy(↓):  2.041968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the rose were in which languages
Start Entity:     The Rose
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[in_language]--> Finnish
Path (Raw):       The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[in_language]--> Finnish
Neg LogProb(↓):   0.002078
Path Entropy(↓):  0.016210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in heaven knows, mr. allison
Start Entity:     Heaven Knows, Mr. Allison
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Heaven Knows, Mr. Allison --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Heaven Knows, Mr. Allison --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   1.485058
Path Entropy(↓):  3.134370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by liron levo
Start Entity:     Liron Levo
Gold Answer:      [['Amos Gitai']]
Predicted Ans:    Amos Gitai
Predicted Path:   Liron Levo --[(INV) starred_actors]--> Kippur --[written_by]--> Amos Gitai
Path (Raw):       Liron Levo --[No Operation]--> Liron Levo --[(INV) starred_actors]--> Kippur --[written_by]--> Amos Gitai
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by balls of fury actors
Start Entity:     Balls of Fury
Gold Answer:      [['Walter Hill', 'Joshua Davis', 'Frederick Forsyth', 'Gregory Widen', 'Greg Spence', 'Mickey Rourke', 'Whitley Strieber', 'Max D. Adams', 'Steve Koren', "Mark O'Keefe", 'Jeffrey Boam', 'Luiz Bolognesi', 'Ian McEwan', 'Austregésilo Carrano', 'Ian La Frenais', 'Nicholas St. John', 'Dick Clement', 'Neil Simon', 'Richard Maibaum', 'Barry Levinson', 'Patricia MacLachlan', 'Phil Leeming', 'Brian Helgeland', 'Daniel Waters', 'William Gibson', 'Abel Ferrara', 'Thomas Ian Griffith', 'Michael Cimino', 'Deric Washburn', 'Hugh Wilson', 'Quinn K. Redeker', 'Louis Garfinkle', 'Jonathan Hensleigh', 'Don Stanford', 'Michael G. Wilson', 'Steve Faber', 'Bob Fisher', 'Brad Anderson', 'Kyle Killen', 'Stephen King', 'Dirk Shafer', 'Harold Pinter', 'Rick Porrello', 'Akira Kurosawa']]
Predicted Ans:    Barry Levinson
Predicted Path:   Balls of Fury --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> Man of the Year --[written_by]--> Barry Levinson
Path (Raw):       Balls of Fury --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> Man of the Year --[written_by]--> Barry Levinson
Neg LogProb(↓):   1.514341
Path Entropy(↓):  2.034685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of coherence
Start Entity:     Coherence
Gold Answer:      [['James Ward Byrkit']]
Predicted Ans:    Coherence
Predicted Path:   Coherence --[written_by]--> James Ward Byrkit --[(INV) written_by]--> Coherence
Path (Raw):       Coherence --[written_by]--> James Ward Byrkit --[(INV) written_by]--> Coherence --[No Operation]--> Coherence
Neg LogProb(↓):   0.124558
Path Entropy(↓):  0.365378
Gold Hop Count:   1
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by ryan mcdonald were written by who
Start Entity:     Ryan McDonald
Gold Answer:      [['Rebecca Miller']]
Predicted Ans:    Rebecca Miller
Predicted Path:   Ryan McDonald --[(INV) starred_actors]--> The Ballad of Jack and Rose --[written_by]--> Rebecca Miller
Path (Raw):       Ryan McDonald --[No Operation]--> Ryan McDonald --[(INV) starred_actors]--> The Ballad of Jack and Rose --[written_by]--> Rebecca Miller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in westward the women also appears in which movies
Start Entity:     Westward the Women
Gold Answer:      [['Waterloo Bridge', 'The Bribe', 'Many Rivers to Cross', 'When Ladies Meet', "Devil's Doorway", 'Johnny Eager', 'Escape', 'Lucky Night', 'Vera Cruz', 'Knights of the Round Table', 'The Night Walker', 'Rogue Cop', 'Party Girl', 'The Gorgeous Hussy', 'Broadway Melody of 1938', 'Quo Vadis', "The President's Lady", 'Ivanhoe', 'Rough Night in Jericho', 'All the Brothers Were Valiant', 'Above and Beyond', 'Three Comrades', 'Billy the Kid', 'Broadway Melody of 1936', 'Flight Command', 'Stand Up and Fight', 'Camille', 'Personal Property', 'The Phenix City Story', 'Coffin Rock', 'Undercurrent']]
Predicted Ans:    Flight Command
Predicted Path:   Westward the Women --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Flight Command
Path (Raw):       Westward the Women --[starred_actors]--> Robert Taylor --[No Operation]--> Robert Taylor --[(INV) starred_actors]--> Flight Command
Neg LogProb(↓):   0.635659
Path Entropy(↓):  1.620523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of my blue heaven also wrote which films
Start Entity:     My Blue Heaven
Gold Answer:      [['Sleepless in Seattle', 'Michael', 'Silkwood', 'Bewitched', 'Heartburn', 'When Harry Met Sally...', 'Mixed Nuts', "You've Got Mail", 'This Is My Life']]
Predicted Ans:    You've Got Mail
Predicted Path:   My Blue Heaven --[written_by]--> Nora Ephron --[(INV) written_by]--> You've Got Mail
Path (Raw):       My Blue Heaven --[written_by]--> Nora Ephron --[(INV) written_by]--> You've Got Mail --[No Operation]--> You've Got Mail
Neg LogProb(↓):   1.152815
Path Entropy(↓):  1.533277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with mabel's married life were released in which years
Start Entity:     Mabel's Married Life
Gold Answer:      [['1947']]
Predicted Ans:    1914
Predicted Path:   Mabel's Married Life --[written_by]--> Charles Chaplin --[(INV) written_by]--> Mabel's Married Life --[release_year]--> 1914
Path (Raw):       Mabel's Married Life --[written_by]--> Charles Chaplin --[(INV) written_by]--> Mabel's Married Life --[release_year]--> 1914
Neg LogProb(↓):   0.052304
Path Entropy(↓):  0.216778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films did robert greenwald direct
Start Entity:     Robert Greenwald
Gold Answer:      [['Xanadu', 'Sweet Hearts Dance']]
Predicted Ans:    Xanadu
Predicted Path:   Robert Greenwald --[(INV) directed_by]--> Xanadu --[directed_by]--> Robert Greenwald --[(INV) directed_by]--> Xanadu
Path (Raw):       Robert Greenwald --[(INV) directed_by]--> Xanadu --[directed_by]--> Robert Greenwald --[(INV) directed_by]--> Xanadu
Neg LogProb(↓):   0.708787
Path Entropy(↓):  1.207909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by joao emanuel carneiro
Start Entity:     João Emanuel Carneiro
Gold Answer:      [['Fernanda Montenegro', 'Vinícius de Oliveira']]
Predicted Ans:    Vinícius de Oliveira
Predicted Path:   João Emanuel Carneiro --[(INV) written_by]--> Central Station --[starred_actors]--> Vinícius de Oliveira
Path (Raw):       João Emanuel Carneiro --[No Operation]--> João Emanuel Carneiro --[(INV) written_by]--> Central Station --[starred_actors]--> Vinícius de Oliveira
Neg LogProb(↓):   0.000208
Path Entropy(↓):  0.002070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in strayed
Start Entity:     Strayed
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Strayed --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Strayed --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.113564
Path Entropy(↓):  3.088107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by adam rapp
Start Entity:     Adam Rapp
Gold Answer:      [['Zooey Deschanel']]
Predicted Ans:    Zooey Deschanel
Predicted Path:   Adam Rapp --[(INV) directed_by]--> Winter Passing --[starred_actors]--> Zooey Deschanel
Path (Raw):       Adam Rapp --[No Operation]--> Adam Rapp --[(INV) directed_by]--> Winter Passing --[starred_actors]--> Zooey Deschanel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by jack haley
Start Entity:     Jack Haley
Gold Answer:      [['Harry Tugend', 'Nat Perrin', 'Jay Dratler', 'Jack Yellen', 'Gladys Hurlbut', 'Howard Harris', 'Ralph Spence', 'William Bowers', 'Arthur Sheekman', 'Joshua Logan', 'William M. Conselman']]
Predicted Ans:    William M. Conselman
Predicted Path:   Jack Haley --[(INV) starred_actors]--> Pigskin Parade --[written_by]--> William M. Conselman
Path (Raw):       Jack Haley --[No Operation]--> Jack Haley --[(INV) starred_actors]--> Pigskin Parade --[written_by]--> William M. Conselman
Neg LogProb(↓):   0.226541
Path Entropy(↓):  0.732136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in dog day
Start Entity:     Dog Day
Gold Answer:      [['Lee Marvin']]
Predicted Ans:    Lee Marvin
Predicted Path:   Dog Day --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> Dog Day --[starred_actors]--> Lee Marvin
Path (Raw):       Dog Day --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> Dog Day --[starred_actors]--> Lee Marvin
Neg LogProb(↓):   0.004891
Path Entropy(↓):  0.036247
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the castaway cowboy actors
Start Entity:     The Castaway Cowboy
Gold Answer:      [['Hungarian', 'Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   The Castaway Cowboy --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours --[in_language]--> German
Path (Raw):       The Castaway Cowboy --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours --[in_language]--> German
Neg LogProb(↓):   0.001459
Path Entropy(↓):  0.011381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of no reservations starred who
Start Entity:     No Reservations
Gold Answer:      [['Martina Gedeck', 'Sergio Castellitto', 'Ashley Judd', 'Maxime Foerste']]
Predicted Ans:    Aaron Eckhart
Predicted Path:   No Reservations --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> No Reservations --[starred_actors]--> Aaron Eckhart
Path (Raw):       No Reservations --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> No Reservations --[starred_actors]--> Aaron Eckhart
Neg LogProb(↓):   0.013021
Path Entropy(↓):  0.083776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the the battle of shaker heights director
Start Entity:     The Battle of Shaker Heights
Gold Answer:      [['Kyle Rankin']]
Predicted Ans:    Kyle Rankin
Predicted Path:   The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation --[written_by]--> Kyle Rankin
Path (Raw):       The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation --[written_by]--> Kyle Rankin
Neg LogProb(↓):   0.011552
Path Entropy(↓):  0.068096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by william h. macy
Start Entity:     William H. Macy
Gold Answer:      [['John Requa', 'Glenn Ficarra', 'Neil Cuthbert', 'Bob Burden', 'Ethan Coen', 'David Mamet', 'Mark Illsley', 'Arthur Miller', 'Steven Schachter', 'Jackie Gleason', 'James Naughtie', 'Peter Lefcourt', 'John Romano', 'Michael Connelly', 'Matthew F. Jones', 'Joel Coen', 'Gary Ross', 'Peter Morgan', 'Brian Hecker']]
Predicted Ans:    David Mamet
Predicted Path:   William H. Macy --[(INV) starred_actors]--> Homicide --[written_by]--> David Mamet
Path (Raw):       William H. Macy --[No Operation]--> William H. Macy --[(INV) starred_actors]--> Homicide --[written_by]--> David Mamet
Neg LogProb(↓):   0.578898
Path Entropy(↓):  1.318829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by philippe torreton were in which languages
Start Entity:     Philippe Torreton
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Philippe Torreton --[(INV) starred_actors]--> Guilty --[in_language]--> French
Path (Raw):       Philippe Torreton --[No Operation]--> Philippe Torreton --[(INV) starred_actors]--> Guilty --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter pete townshend co - wrote films with who
Start Entity:     Pete Townshend
Gold Answer:      [['Ken Russell']]
Predicted Ans:    Ken Russell
Predicted Path:   Pete Townshend --[(INV) written_by]--> Tommy --[written_by]--> Ken Russell
Path (Raw):       Pete Townshend --[No Operation]--> Pete Townshend --[(INV) written_by]--> Tommy --[written_by]--> Ken Russell
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of dennis kelly written films
Start Entity:     Dennis Kelly
Gold Answer:      [['Kevin Macdonald']]
Predicted Ans:    Kevin Macdonald
Predicted Path:   Dennis Kelly --[(INV) written_by]--> Black Sea --[directed_by]--> Kevin Macdonald
Path (Raw):       Dennis Kelly --[No Operation]--> Dennis Kelly --[(INV) written_by]--> Black Sea --[directed_by]--> Kevin Macdonald
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of ruth orkin directed films
Start Entity:     Ruth Orkin
Gold Answer:      [['Ray Ashley', 'Morris Engel']]
Predicted Ans:    Morris Engel
Predicted Path:   Ruth Orkin --[(INV) directed_by]--> Little Fugitive --[written_by]--> Morris Engel
Path (Raw):       Ruth Orkin --[No Operation]--> Ruth Orkin --[(INV) directed_by]--> Little Fugitive --[written_by]--> Morris Engel
Neg LogProb(↓):   0.326177
Path Entropy(↓):  0.821544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the day of the beast fall under
Start Entity:     The Day of the Beast
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Day of the Beast --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[has_genre]--> Comedy
Path (Raw):       The Day of the Beast --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[has_genre]--> Comedy
Neg LogProb(↓):   0.481000
Path Entropy(↓):  1.230166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the fire within
Start Entity:     The Fire Within
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Fire Within --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Path (Raw):       The Fire Within --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Neg LogProb(↓):   0.183650
Path Entropy(↓):  0.631417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the oliver twist director
Start Entity:     Oliver Twist
Gold Answer:      [['French', 'English', 'German', 'Russian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Oliver Twist --[directed_by]--> David Lean --[(INV) directed_by]--> This Happy Breed --[in_language]--> English
Path (Raw):       Oliver Twist --[directed_by]--> David Lean --[(INV) directed_by]--> This Happy Breed --[in_language]--> English
Neg LogProb(↓):   0.590311
Path Entropy(↓):  1.135357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by spalding gray fall under
Start Entity:     Spalding Gray
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Spalding Gray --[(INV) starred_actors]--> Beaches --[has_genre]--> Comedy
Path (Raw):       Spalding Gray --[No Operation]--> Spalding Gray --[(INV) starred_actors]--> Beaches --[has_genre]--> Comedy
Neg LogProb(↓):   0.432615
Path Entropy(↓):  0.673368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of runaway
Start Entity:     Runaway
Gold Answer:      [['Shoot to Kill', 'Never Too Young to Die', 'Crossfire Trail', 'The Shadow Riders', 'Staying Alive', 'Monte Walsh', 'Madhouse', 'Killers', 'Quigley Down Under', 'Village of the Damned', 'Sibling Rivalry', 'An Innocent Man', 'Her Alibi', 'High Road to China', 'Blind Date', "Look Who's Talking Too", 'For Richer or Poorer', 'Mr. Baseball', "Look Who's Talking", 'Folks!', 'Dirty Dancing', 'It Takes Two', 'Summer School', "Look Who's Talking Now", 'Last Stand at Saber River']]
Predicted Ans:    Look Who's Talking
Predicted Path:   Runaway --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking
Path (Raw):       Runaway --[starred_actors]--> Kirstie Alley --[No Operation]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking
Neg LogProb(↓):   0.674171
Path Entropy(↓):  1.472117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film the simpsons movie
Start Entity:     The Simpsons Movie
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Simpsons Movie --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Simpsons Movie --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.187875
Path Entropy(↓):  4.331535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe monte carlo
Start Entity:     Monte Carlo
Gold Answer:      [['comedy']]
Predicted Ans:    ernst lubitsch
Predicted Path:   Monte Carlo --[has_tags]--> ernst lubitsch --[(INV) has_tags]--> The Love Parade --[has_tags]--> ernst lubitsch
Path (Raw):       Monte Carlo --[has_tags]--> ernst lubitsch --[(INV) has_tags]--> The Love Parade --[has_tags]--> ernst lubitsch
Neg LogProb(↓):   0.000211
Path Entropy(↓):  0.002016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies acted by erika bok release
Start Entity:     Erika Bók
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Erika Bók --[(INV) starred_actors]--> The Turin Horse --[release_year]--> 2011
Path (Raw):       Erika Bók --[No Operation]--> Erika Bók --[(INV) starred_actors]--> The Turin Horse --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by gerald clarke
Start Entity:     Gerald Clarke
Gold Answer:      [['Bennett Miller']]
Predicted Ans:    Bennett Miller
Predicted Path:   Gerald Clarke --[(INV) written_by]--> Capote --[directed_by]--> Bennett Miller
Path (Raw):       Gerald Clarke --[No Operation]--> Gerald Clarke --[(INV) written_by]--> Capote --[directed_by]--> Bennett Miller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote friendly persuasion
Start Entity:     Friendly Persuasion
Gold Answer:      [['Michael Clarke Duncan', 'Helena Bonham Carter', "Peter O'Toole", 'James Mason', 'Mark Wahlberg', 'Tim Roth', 'Montgomery Clift', 'Maurice Evans', 'Michael Rennie', 'Charlton Heston', 'Kim Hunter', 'Danielle Darrieux', 'Elizabeth Taylor', 'Roddy McDowall', 'Anne Revere', 'Walter Hampden', 'Shelley Winters']]
Predicted Ans:    Gary Cooper
Predicted Path:   Friendly Persuasion --[written_by]--> Michael Wilson --[(INV) written_by]--> Friendly Persuasion --[starred_actors]--> Gary Cooper
Path (Raw):       Friendly Persuasion --[written_by]--> Michael Wilson --[(INV) written_by]--> Friendly Persuasion --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.554023
Path Entropy(↓):  0.713579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by sean keller
Start Entity:     Sean Keller
Gold Answer:      [['Sally Potter', 'George C. Scott', 'Paco Cabezas']]
Predicted Ans:    George C. Scott
Predicted Path:   Sean Keller --[(INV) written_by]--> Rage --[directed_by]--> George C. Scott
Path (Raw):       Sean Keller --[No Operation]--> Sean Keller --[(INV) written_by]--> Rage --[directed_by]--> George C. Scott
Neg LogProb(↓):   0.070526
Path Entropy(↓):  0.271116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by noah emmerich fall under
Start Entity:     Noah Emmerich
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Noah Emmerich --[(INV) starred_actors]--> Pride and Glory --[has_genre]--> Drama
Path (Raw):       Noah Emmerich --[No Operation]--> Noah Emmerich --[(INV) starred_actors]--> Pride and Glory --[has_genre]--> Drama
Neg LogProb(↓):   0.144892
Path Entropy(↓):  0.426164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of lisbon story
Start Entity:     Lisbon Story
Gold Answer:      [['Ry Cooder', 'Compay Segundo', 'Dennis Hopper', 'Campino', 'Henry B. Walthall', 'Solveig Dommartin', 'Demi Moore', 'Otto Sander', 'John Malkovich', 'Wim Wenders', 'Bill Pullman', 'Traci Lind', 'Rosalind Chao', 'Gary Oldman', 'Jeremy Davies', 'Robert Duvall', 'Dean Stockwell', 'Harry Dean Stanton', 'Senta Berger', 'Hans Christian Blech', 'Frederic Forrest', 'Lou Castel', 'Juliano Ribeiro Salgado', 'Sebastião Salgado', 'Nastassja Kinski', 'Michelle Williams', 'Milla Jovovich', 'Peter Boyle', 'Marilu Henner', 'John Diehl', 'Irène Jacob', 'Andie MacDowell', 'Mel Gibson', 'Bruno Ganz']]
Predicted Ans:    Bruno Ganz
Predicted Path:   Lisbon Story --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Path (Raw):       Lisbon Story --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   0.785775
Path Entropy(↓):  1.543213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the match factory girl fall under
Start Entity:     The Match Factory Girl
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Match Factory Girl --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Man Without a Past --[has_genre]--> Comedy
Path (Raw):       The Match Factory Girl --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Man Without a Past --[has_genre]--> Comedy
Neg LogProb(↓):   0.437558
Path Entropy(↓):  0.861234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by marc abraham
Start Entity:     Marc Abraham
Gold Answer:      [['Flash of Genius']]
Predicted Ans:    Flash of Genius
Predicted Path:   Marc Abraham --[(INV) directed_by]--> Flash of Genius --[directed_by]--> Marc Abraham --[(INV) directed_by]--> Flash of Genius
Path (Raw):       Marc Abraham --[(INV) directed_by]--> Flash of Genius --[directed_by]--> Marc Abraham --[(INV) directed_by]--> Flash of Genius
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the accused actors
Start Entity:     The Accused
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   The Accused --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Flightplan --[has_genre]--> Mystery
Path (Raw):       The Accused --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Flightplan --[has_genre]--> Mystery
Neg LogProb(↓):   1.442658
Path Entropy(↓):  1.516700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie klute were in which genres
Start Entity:     Klute
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Klute --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       Klute --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   0.366675
Path Entropy(↓):  1.174702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jose zuniga starred together with who
Start Entity:     José Zúñiga
Gold Answer:      [['Kevin Rankin', 'Kevin Corrigan']]
Predicted Ans:    José Zúñiga
Predicted Path:   José Zúñiga --[(INV) starred_actors]--> The Chaperone --[starred_actors]--> José Zúñiga
Path (Raw):       José Zúñiga --[No Operation]--> José Zúñiga --[(INV) starred_actors]--> The Chaperone --[starred_actors]--> José Zúñiga
Neg LogProb(↓):   0.614561
Path Entropy(↓):  1.007314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share directors with to kill a mockingbird fall under
Start Entity:     To Kill a Mockingbird
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Horror', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   To Kill a Mockingbird --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Fear Strikes Out --[has_genre]--> Drama
Path (Raw):       To Kill a Mockingbird --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Fear Strikes Out --[has_genre]--> Drama
Neg LogProb(↓):   0.720610
Path Entropy(↓):  1.608886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter scott lobdell wrote films together with who
Start Entity:     Scott Lobdell
Gold Answer:      [['John J. McLaughlin']]
Predicted Ans:    Scott Lobdell
Predicted Path:   Scott Lobdell --[(INV) written_by]--> Man of the House --[written_by]--> Scott Lobdell
Path (Raw):       Scott Lobdell --[No Operation]--> Scott Lobdell --[(INV) written_by]--> Man of the House --[written_by]--> Scott Lobdell
Neg LogProb(↓):   0.005471
Path Entropy(↓):  0.033874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you describe movie bambi in a few words
Start Entity:     Bambi
Gold Answer:      [['animated classic', 'deer', 'woods', 'animation', 'disney', 'classic']]
Predicted Ans:    deer
Predicted Path:   Bambi --[has_tags]--> deer --[(INV) has_tags]--> Bambi --[has_tags]--> deer
Path (Raw):       Bambi --[has_tags]--> deer --[(INV) has_tags]--> Bambi --[has_tags]--> deer
Neg LogProb(↓):   0.000588
Path Entropy(↓):  0.005342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by faizon love release
Start Entity:     Faizon Love
Gold Answer:      [['2000', '1992', '2009', '2007']]
Predicted Ans:    1992
Predicted Path:   Faizon Love --[(INV) starred_actors]--> Bébé's Kids --[release_year]--> 1992
Path (Raw):       Faizon Love --[No Operation]--> Faizon Love --[(INV) starred_actors]--> Bébé's Kids --[release_year]--> 1992
Neg LogProb(↓):   0.232466
Path Entropy(↓):  0.651404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by angus scrimm released
Start Entity:     Angus Scrimm
Gold Answer:      [['2008', '1988', '1992']]
Predicted Ans:    1988
Predicted Path:   Angus Scrimm --[(INV) starred_actors]--> Phantasm II --[release_year]--> 1988
Path (Raw):       Angus Scrimm --[No Operation]--> Angus Scrimm --[(INV) starred_actors]--> Phantasm II --[release_year]--> 1988
Neg LogProb(↓):   0.003489
Path Entropy(↓):  0.025616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does mady christians appear in
Start Entity:     Mady Christians
Gold Answer:      [['Letter from an Unknown Woman']]
Predicted Ans:    Letter from an Unknown Woman
Predicted Path:   Mady Christians --[(INV) starred_actors]--> Letter from an Unknown Woman --[starred_actors]--> Mady Christians --[(INV) starred_actors]--> Letter from an Unknown Woman
Path (Raw):       Mady Christians --[(INV) starred_actors]--> Letter from an Unknown Woman --[starred_actors]--> Mady Christians --[(INV) starred_actors]--> Letter from an Unknown Woman
Neg LogProb(↓):   0.057790
Path Entropy(↓):  0.253016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by big bad mama actors
Start Entity:     Big Bad Mama
Gold Answer:      [['Richard L. Bare', 'Gary Lundgren', 'Aleksandr Gordon', 'Leslie Stevens', 'William Shatner', 'Marika Beiku', 'Katt Shea', 'Robert Altman', 'Andrei Tarkovsky', 'Robert Redford', 'Roger Vadim', 'Vincent Sherman', 'Melville Shavelson', 'John Boorman', 'Robert Fuest', 'Ridley Scott', 'David Miller', 'Gus Van Sant', 'Herbert Ross', 'Claire Denis', 'Jacques Deray', 'David Cronenberg', 'Dominic Sena', 'Fred Cavayé', 'Garry Marshall', 'Don Siegel', 'Robert Siodmak', 'Roger Corman', 'George Mendeluk', 'Brian De Palma', 'Howard Hawks']]
Predicted Ans:    Leslie Stevens
Predicted Path:   Big Bad Mama --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[directed_by]--> Leslie Stevens
Path (Raw):       Big Bad Mama --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[directed_by]--> Leslie Stevens
Neg LogProb(↓):   0.077552
Path Entropy(↓):  0.331938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of for your eyes only
Start Entity:     For Your Eyes Only
Gold Answer:      [['Richard Maibaum', 'Ian Fleming', 'George MacDonald Fraser', 'Michael G. Wilson']]
Predicted Ans:    Richard Maibaum
Predicted Path:   For Your Eyes Only --[directed_by]--> John Glen --[(INV) directed_by]--> For Your Eyes Only --[written_by]--> Richard Maibaum
Path (Raw):       For Your Eyes Only --[directed_by]--> John Glen --[(INV) directed_by]--> For Your Eyes Only --[written_by]--> Richard Maibaum
Neg LogProb(↓):   0.521093
Path Entropy(↓):  0.885114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Tim fehlbaum was the director of which movies
Start Entity:     Tim Fehlbaum
Gold Answer:      [['Hell']]
Predicted Ans:    Hell
Predicted Path:   Tim Fehlbaum --[(INV) directed_by]--> Hell --[directed_by]--> Tim Fehlbaum --[(INV) directed_by]--> Hell
Path (Raw):       Tim Fehlbaum --[(INV) directed_by]--> Hell --[directed_by]--> Tim Fehlbaum --[(INV) directed_by]--> Hell
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of off the black
Start Entity:     Off the Black
Gold Answer:      [['Shailene Woodley', 'Aaron Paul', 'Jason Segel', 'Miles Teller', 'Jesse Eisenberg', 'Mary Elizabeth Winstead']]
Predicted Ans:    Aaron Paul
Predicted Path:   Off the Black --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed --[starred_actors]--> Aaron Paul
Path (Raw):       Off the Black --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed --[starred_actors]--> Aaron Paul
Neg LogProb(↓):   0.002048
Path Entropy(↓):  0.016519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the room for one more director release
Start Entity:     Room for One More
Gold Answer:      [['1934', '1939', '1950', '1960', '1951', '1940', '1938', '1959', '1965', '1932', '1941', '1958', '1931', '1943']]
Predicted Ans:    1932
Predicted Path:   Room for One More --[directed_by]--> Norman Taurog --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Path (Raw):       Room for One More --[directed_by]--> Norman Taurog --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Neg LogProb(↓):   0.812620
Path Entropy(↓):  1.825109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The strong man, when was it released
Start Entity:     The Strong Man
Gold Answer:      [['1926']]
Predicted Ans:    1926
Predicted Path:   The Strong Man --[release_year]--> 1926 --[(INV) release_year]--> Kiki --[release_year]--> 1926
Path (Raw):       The Strong Man --[release_year]--> 1926 --[(INV) release_year]--> Kiki --[release_year]--> 1926
Neg LogProb(↓):   1.367151
Path Entropy(↓):  2.306494
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of drums along the mohawk
Start Entity:     Drums Along the Mohawk
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Drums Along the Mohawk --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Drums Along the Mohawk --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.405834
Path Entropy(↓):  2.373993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of jean vigo
Start Entity:     Jean Vigo
Gold Answer:      [['Albert Riéra', 'Jean Guinée']]
Predicted Ans:    Jean Vigo
Predicted Path:   Jean Vigo --[(INV) written_by]--> L'Atalante --[written_by]--> Jean Vigo
Path (Raw):       Jean Vigo --[No Operation]--> Jean Vigo --[(INV) written_by]--> L'Atalante --[written_by]--> Jean Vigo
Neg LogProb(↓):   0.136093
Path Entropy(↓):  0.460361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe the set - up
Start Entity:     The Set-Up
Gold Answer:      [['boxing', 'robert wise']]
Predicted Ans:    robert wise
Predicted Path:   The Set-Up --[has_tags]--> robert wise --[(INV) has_tags]--> The Andromeda Strain --[has_tags]--> robert wise
Path (Raw):       The Set-Up --[has_tags]--> robert wise --[(INV) has_tags]--> The Andromeda Strain --[has_tags]--> robert wise
Neg LogProb(↓):   0.020906
Path Entropy(↓):  0.123744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the perfect game was who
Start Entity:     The Perfect Game
Gold Answer:      [['William Dear']]
Predicted Ans:    William Dear
Predicted Path:   The Perfect Game --[directed_by]--> William Dear --[(INV) directed_by]--> Wild America --[directed_by]--> William Dear
Path (Raw):       The Perfect Game --[directed_by]--> William Dear --[(INV) directed_by]--> Wild America --[directed_by]--> William Dear
Neg LogProb(↓):   0.061535
Path Entropy(↓):  0.289176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote carrie
Start Entity:     Carrie
Gold Answer:      [['Sci-Fi', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Carrie --[written_by]--> Stephen King --[(INV) written_by]--> The Mangler --[has_genre]--> Horror
Path (Raw):       Carrie --[written_by]--> Stephen King --[(INV) written_by]--> The Mangler --[has_genre]--> Horror
Neg LogProb(↓):   1.866143
Path Entropy(↓):  2.744200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed plenty
Start Entity:     Plenty
Gold Answer:      [['Tom Stoppard', 'Patrick White', 'Steve Martin', 'Graham Swift', 'Fred Schepisi', 'John le Carré', 'Thomas Keneally', 'Chip Proser', 'John Drimmer', 'John Cleese', 'Edmond Rostand', 'Jean Shepherd']]
Predicted Ans:    John Drimmer
Predicted Path:   Plenty --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[written_by]--> John Drimmer
Path (Raw):       Plenty --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[written_by]--> John Drimmer
Neg LogProb(↓):   1.028637
Path Entropy(↓):  2.031390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by michael herr
Start Entity:     Michael Herr
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    War
Predicted Path:   Michael Herr --[(INV) written_by]--> Full Metal Jacket --[has_genre]--> War
Path (Raw):       Michael Herr --[No Operation]--> Michael Herr --[(INV) written_by]--> Full Metal Jacket --[has_genre]--> War
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of the hunchback of notre dame
Start Entity:     The Hunchback of Notre Dame
Gold Answer:      [['Stanley Tucci', 'Estella Warren', 'Rhett Giles', 'Victor Parascos', 'Cameron Diaz', 'Ronald Colman', 'Van Heflin', 'Marlene Dietrich', 'James Craig', 'Edward Arnold', 'Rufus Sewell', 'Ginger Rogers', 'Robby Benson', 'Lizabeth Scott', 'Eddie Murphy', 'Shirley Temple', 'Joseph Cotten', 'Dick Powell', "Paige O'Hara", 'Richard White', 'Charlton Heston', 'Jennifer Jones', 'Spring Byington', 'Michelle Pfeiffer', 'Bette Davis', 'Rupert Everett', 'Kiefer Sutherland', 'Lionel Barrymore', 'Ann Richards', 'Mike Myers', 'William Powell', 'Kay Francis', 'Joan Blondell', 'Jerry Orbach', 'Walter Huston', 'Edward G. Robinson', 'William Hurt', 'Léa Seydoux', 'Barbara Jefford', 'Derek Godfrey', 'Jean Marais', 'Ian Hunter', 'Jennifer Connelly', 'Cecil Kellaway', 'Ruth Hussey', 'Kevin Kline', 'Dean Jagger', 'Vincent Cassel', 'Antonio Banderas', 'Paul Muni', 'Josette Day']]
Predicted Ans:    William Powell
Predicted Path:   The Hunchback of Notre Dame --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[starred_actors]--> William Powell
Path (Raw):       The Hunchback of Notre Dame --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[starred_actors]--> William Powell
Neg LogProb(↓):   0.280481
Path Entropy(↓):  0.881915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed down terrace
Start Entity:     Down Terrace
Gold Answer:      [['2012', '2011', '2013']]
Predicted Ans:    2009
Predicted Path:   Down Terrace --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace --[release_year]--> 2009
Path (Raw):       Down Terrace --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace --[release_year]--> 2009
Neg LogProb(↓):   0.460808
Path Entropy(↓):  0.741950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of thirteen conversations about one thing
Start Entity:     Thirteen Conversations About One Thing
Gold Answer:      [['Clockwatchers', 'Thin Ice']]
Predicted Ans:    Thin Ice
Predicted Path:   Thirteen Conversations About One Thing --[directed_by]--> Jill Sprecher --[(INV) directed_by]--> Thin Ice
Path (Raw):       Thirteen Conversations About One Thing --[directed_by]--> Jill Sprecher --[(INV) directed_by]--> Thin Ice --[No Operation]--> Thin Ice
Neg LogProb(↓):   0.042455
Path Entropy(↓):  0.204286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with a study in terror fall under
Start Entity:     A Study in Terror
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A Study in Terror --[directed_by]--> James Hill --[(INV) directed_by]--> Born Free --[has_genre]--> Drama
Path (Raw):       A Study in Terror --[directed_by]--> James Hill --[(INV) directed_by]--> Born Free --[has_genre]--> Drama
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by edouard molinaro were written by who
Start Entity:     Édouard Molinaro
Gold Answer:      [['Jean Poiret']]
Predicted Ans:    Jean Poiret
Predicted Path:   Édouard Molinaro --[(INV) directed_by]--> La Cage aux Folles --[written_by]--> Jean Poiret
Path (Raw):       Édouard Molinaro --[No Operation]--> Édouard Molinaro --[(INV) directed_by]--> La Cage aux Folles --[written_by]--> Jean Poiret
Neg LogProb(↓):   0.033169
Path Entropy(↓):  0.151761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by david greene
Start Entity:     David Greene
Gold Answer:      [['Leo Marks', 'Barry Oringer']]
Predicted Ans:    Barry Oringer
Predicted Path:   David Greene --[(INV) directed_by]--> Madame Sin --[written_by]--> Barry Oringer
Path (Raw):       David Greene --[No Operation]--> David Greene --[(INV) directed_by]--> Madame Sin --[written_by]--> Barry Oringer
Neg LogProb(↓):   0.703979
Path Entropy(↓):  0.865798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of eric idle acted films
Start Entity:     Eric Idle
Gold Answer:      [['Terry Jones', 'Graham Chapman', 'Terry Gilliam', 'Jay Ward', 'John Cleese', 'Michael Palin', 'Jonathan Lynn']]
Predicted Ans:    Terry Jones
Predicted Path:   Eric Idle --[(INV) starred_actors]--> Monty Python and the Holy Grail --[written_by]--> Terry Jones
Path (Raw):       Eric Idle --[No Operation]--> Eric Idle --[(INV) starred_actors]--> Monty Python and the Holy Grail --[written_by]--> Terry Jones
Neg LogProb(↓):   0.384703
Path Entropy(↓):  0.946783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the errand boy also wrote which films
Start Entity:     The Errand Boy
Gold Answer:      [['The Family Jewels', 'The Nutty Professor', 'The Bellboy', 'The Patsy', 'The Ladies Man']]
Predicted Ans:    The Errand Boy
Predicted Path:   The Errand Boy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy
Path (Raw):       The Errand Boy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[No Operation]--> The Errand Boy
Neg LogProb(↓):   0.121204
Path Entropy(↓):  0.437803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movie the boys
Start Entity:     The Boys
Gold Answer:      [['Sidney J. Furie']]
Predicted Ans:    Rowan Woods
Predicted Path:   The Boys --[directed_by]--> Rowan Woods --[(INV) directed_by]--> The Boys --[directed_by]--> Rowan Woods
Path (Raw):       The Boys --[directed_by]--> Rowan Woods --[(INV) directed_by]--> The Boys --[directed_by]--> Rowan Woods
Neg LogProb(↓):   0.796640
Path Entropy(↓):  1.581181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of time out also wrote which films
Start Entity:     Time Out
Gold Answer:      [['Human Resources', '7 Days in Havana', 'The Class', 'Heading South']]
Predicted Ans:    The Class
Predicted Path:   Time Out --[written_by]--> Laurent Cantet --[(INV) written_by]--> The Class
Path (Raw):       Time Out --[written_by]--> Laurent Cantet --[(INV) written_by]--> The Class --[No Operation]--> The Class
Neg LogProb(↓):   0.003946
Path Entropy(↓):  0.028867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film retrograde
Start Entity:     Retrograde
Gold Answer:      [['Danny Lerner', 'Ken Loach', 'Frédéric Forestier', 'Giorgio Serafini', 'Shawn Sourgose', 'Damian Lee', 'Roland Emmerich', 'Sidney J. Furie', 'Joseph Zito', 'Marc S. Grenier', 'John Woo', 'Anthony Hickox', 'Russell Mulcahy', 'Andrew Davis', 'Isaac Florentine', 'William Kaufman', 'Dolph Lundgren', 'Perry Lang', 'Jonathan Hensleigh', 'Sylvester Stallone', 'Keoni Waxman', 'Simon West', 'Mark Goldblatt', 'Joseph Kahn', 'Jesse V. Johnson', 'Mark L. Lester', 'Jim Wynorski']]
Predicted Ans:    Simon West
Predicted Path:   Retrograde --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Retrograde --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.460156
Path Entropy(↓):  1.187980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did lois weber direct
Start Entity:     Lois Weber
Gold Answer:      [['Hypocrites', 'The Blot']]
Predicted Ans:    The Blot
Predicted Path:   Lois Weber --[(INV) written_by]--> The Blot --[written_by]--> Lois Weber --[(INV) written_by]--> The Blot
Path (Raw):       Lois Weber --[(INV) written_by]--> The Blot --[written_by]--> Lois Weber --[(INV) written_by]--> The Blot
Neg LogProb(↓):   0.070474
Path Entropy(↓):  0.256705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of body parts
Start Entity:     Body Parts
Gold Answer:      [['A Dry White Season', 'The Lawnmower Man', 'Psycho III', 'Guns, Girls and Gambling']]
Predicted Ans:    Guns, Girls and Gambling
Predicted Path:   Body Parts --[starred_actors]--> Jeff Fahey --[(INV) starred_actors]--> Guns, Girls and Gambling
Path (Raw):       Body Parts --[starred_actors]--> Jeff Fahey --[No Operation]--> Jeff Fahey --[(INV) starred_actors]--> Guns, Girls and Gambling
Neg LogProb(↓):   0.049224
Path Entropy(↓):  0.238807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of tuesday, after christmas also wrote which films
Start Entity:     Tuesday, After Christmas
Gold Answer:      [['The Paper Will Be Blue']]
Predicted Ans:    Tuesday, After Christmas
Predicted Path:   Tuesday, After Christmas --[written_by]--> Radu Muntean --[(INV) written_by]--> Tuesday, After Christmas
Path (Raw):       Tuesday, After Christmas --[written_by]--> Radu Muntean --[(INV) written_by]--> Tuesday, After Christmas --[No Operation]--> Tuesday, After Christmas
Neg LogProb(↓):   0.018003
Path Entropy(↓):  0.091070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies that share directors with river queen in
Start Entity:     River Queen
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   River Queen --[directed_by]--> Vincent Ward --[(INV) directed_by]--> Map of the Human Heart --[in_language]--> English
Path (Raw):       River Queen --[directed_by]--> Vincent Ward --[(INV) directed_by]--> Map of the Human Heart --[in_language]--> English
Neg LogProb(↓):   0.121415
Path Entropy(↓):  0.364366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film krrish
Start Entity:     Krrish
Gold Answer:      [['Rakesh Roshan']]
Predicted Ans:    Rakesh Roshan
Predicted Path:   Krrish --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Krrish --[directed_by]--> Rakesh Roshan
Path (Raw):       Krrish --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Krrish --[directed_by]--> Rakesh Roshan
Neg LogProb(↓):   0.054381
Path Entropy(↓):  0.207104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of arabesque
Start Entity:     Arabesque
Gold Answer:      [['Royal Wedding', "Singin' in the Rain", 'Saturn 3', 'Bedazzled', "It's Always Fair Weather", 'Kiss Them for Me', 'On the Town', 'Movie Movie', 'Indiscreet', 'Charade', 'Funny Face', 'Blame It on Rio', 'Two for the Road', 'Lucky Lady', 'The Little Prince', 'Seven Brides for Seven Brothers', 'The Grass Is Greener']]
Predicted Ans:    Royal Wedding
Predicted Path:   Arabesque --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Royal Wedding
Path (Raw):       Arabesque --[No Operation]--> Arabesque --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Royal Wedding
Neg LogProb(↓):   0.611867
Path Entropy(↓):  1.357113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of friday night lights
Start Entity:     Friday Night Lights
Gold Answer:      [['Peter Berg']]
Predicted Ans:    Peter Berg
Predicted Path:   Friday Night Lights --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[directed_by]--> Peter Berg
Path (Raw):       Friday Night Lights --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[directed_by]--> Peter Berg
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of in the house
Start Entity:     In the House
Gold Answer:      [['Robert Thomas', 'Rainer Werner Fassbinder', 'François Ozon', 'Pierre Barillet']]
Predicted Ans:    François Ozon
Predicted Path:   In the House --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women --[written_by]--> François Ozon
Path (Raw):       In the House --[directed_by]--> François Ozon --[(INV) directed_by]--> 8 Women --[written_by]--> François Ozon
Neg LogProb(↓):   0.377094
Path Entropy(↓):  1.012166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of place vendome also starred in which movies
Start Entity:     Place Vendôme
Gold Answer:      [['Repulsion', 'A Talking Picture', 'My Favorite Season', 'Indochine', 'Mayerling', 'Donkey Skin', 'Belle de Jour', 'A Christmas Tale', 'March or Die', 'The Umbrellas of Cherbourg', 'The Musketeer', 'Hustle', 'Thieves', '8 Women', 'Dancer in the Dark', 'Mississippi Mermaid', 'The Young Girls of Rochefort', 'The Hunger', 'The April Fools', 'Changing Times', 'The Convent', 'Potiche', 'The Girl on the Train', 'The Last Metro', 'Tristana', 'Pola X']]
Predicted Ans:    The Last Metro
Predicted Path:   Place Vendôme --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro
Path (Raw):       Place Vendôme --[starred_actors]--> Catherine Deneuve --[No Operation]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro
Neg LogProb(↓):   1.152869
Path Entropy(↓):  1.965298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by cyril collard in
Start Entity:     Cyril Collard
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Cyril Collard --[(INV) directed_by]--> Savage Nights --[in_language]--> French
Path (Raw):       Cyril Collard --[No Operation]--> Cyril Collard --[(INV) directed_by]--> Savage Nights --[in_language]--> French
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of harry and tonto starred who
Start Entity:     Harry and Tonto
Gold Answer:      [['Gena Rowlands', 'Cleavant Derricks', 'Alejandro Rey', 'Woody Allen', 'Nick Nolte', 'Lois Smith', 'Meg Mazursky', 'Ellen Burstyn', 'Robin Williams', 'Lenny Baker', 'Kris Kristofferson', 'John Cassavetes', 'Susan Anspach', 'Susan Sarandon', 'Bette Midler', 'Jill Clayburgh', 'Shelley Winters', 'Donald Sutherland', 'Marsha Mason', 'Ellen Greene', 'Little Richard', 'Richard Dreyfuss', 'George Segal']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Harry and Tonto --[written_by]--> Paul Mazursky --[(INV) written_by]--> Tempest --[starred_actors]--> Susan Sarandon
Path (Raw):       Harry and Tonto --[written_by]--> Paul Mazursky --[(INV) written_by]--> Tempest --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.627017
Path Entropy(↓):  1.307495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the exterminator actors
Start Entity:     The Exterminator
Gold Answer:      [['David Worth']]
Predicted Ans:    James Glickenhaus
Predicted Path:   The Exterminator --[starred_actors]--> Robert Ginty --[(INV) starred_actors]--> The Exterminator --[directed_by]--> James Glickenhaus
Path (Raw):       The Exterminator --[starred_actors]--> Robert Ginty --[(INV) starred_actors]--> The Exterminator --[directed_by]--> James Glickenhaus
Neg LogProb(↓):   0.168797
Path Entropy(↓):  0.431866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in once were warriors
Start Entity:     Once Were Warriors
Gold Answer:      [['Vincent Ward']]
Predicted Ans:    Alan Duff
Predicted Path:   Once Were Warriors --[starred_actors]--> Rena Owen --[(INV) starred_actors]--> Once Were Warriors --[written_by]--> Alan Duff
Path (Raw):       Once Were Warriors --[starred_actors]--> Rena Owen --[(INV) starred_actors]--> Once Were Warriors --[written_by]--> Alan Duff
Neg LogProb(↓):   0.037357
Path Entropy(↓):  0.157207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie the box
Start Entity:     The Box
Gold Answer:      [['Gabrielle Union', 'Giancarlo Esposito', 'A.J. Buckley']]
Predicted Ans:    James Marsden
Predicted Path:   The Box --[starred_actors]--> James Marsden --[(INV) starred_actors]--> Superman Returns --[starred_actors]--> James Marsden
Path (Raw):       The Box --[starred_actors]--> James Marsden --[(INV) starred_actors]--> Superman Returns --[starred_actors]--> James Marsden
Neg LogProb(↓):   0.421789
Path Entropy(↓):  1.198523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by gore verbinski were released in which years
Start Entity:     Gore Verbinski
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Gore Verbinski --[(INV) written_by]--> Rango --[release_year]--> 2011
Path (Raw):       Gore Verbinski --[No Operation]--> Gore Verbinski --[(INV) written_by]--> Rango --[release_year]--> 2011
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of gavin o'connor
Start Entity:     Gavin O'Connor
Gold Answer:      [['Janet McTeer', 'Jay O. Sanders', 'Kimberly J. Brown']]
Predicted Ans:    Gavin O'Connor
Predicted Path:   Gavin O'Connor --[(INV) starred_actors]--> Tumbleweeds --[starred_actors]--> Gavin O'Connor
Path (Raw):       Gavin O'Connor --[No Operation]--> Gavin O'Connor --[(INV) starred_actors]--> Tumbleweeds --[starred_actors]--> Gavin O'Connor
Neg LogProb(↓):   1.032700
Path Entropy(↓):  1.125627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor liza d'agostino starred together with who
Start Entity:     Liza D'Agostino
Gold Answer:      [['Nancy Allison Wolfe', 'Michael Harris', 'Camila Griggs']]
Predicted Ans:    Liza D'Agostino
Predicted Path:   Liza D'Agostino --[(INV) starred_actors]--> Bar Girls --[starred_actors]--> Liza D'Agostino
Path (Raw):       Liza D'Agostino --[No Operation]--> Liza D'Agostino --[(INV) starred_actors]--> Bar Girls --[starred_actors]--> Liza D'Agostino
Neg LogProb(↓):   0.277924
Path Entropy(↓):  0.586176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie time of the wolf
Start Entity:     Time of the Wolf
Gold Answer:      [['2000', '1997', '2009', '2001', '1992', '1989', '1994', '2012', '2007']]
Predicted Ans:    1997
Predicted Path:   Time of the Wolf --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[release_year]--> 1997
Path (Raw):       Time of the Wolf --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[release_year]--> 1997
Neg LogProb(↓):   0.924414
Path Entropy(↓):  1.598528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by charles perrault
Start Entity:     Charles Perrault
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Charles Perrault --[(INV) written_by]--> Puss in Boots --[has_genre]--> Comedy
Path (Raw):       Charles Perrault --[No Operation]--> Charles Perrault --[(INV) written_by]--> Puss in Boots --[has_genre]--> Comedy
Neg LogProb(↓):   0.709644
Path Entropy(↓):  0.786221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in delta farce also appears in which movies
Start Entity:     Delta Farce
Gold Answer:      [['Cars', 'Witless Protection', 'Tooth Fairy 2', 'Cars 2']]
Predicted Ans:    Cars
Predicted Path:   Delta Farce --[starred_actors]--> Larry the Cable Guy --[(INV) starred_actors]--> Cars
Path (Raw):       Delta Farce --[starred_actors]--> Larry the Cable Guy --[No Operation]--> Larry the Cable Guy --[(INV) starred_actors]--> Cars
Neg LogProb(↓):   0.106628
Path Entropy(↓):  0.336060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie midnight lace
Start Entity:     Midnight Lace
Gold Answer:      [['1946', '1954', '2003', '1959', '1967', '1941', '1984', '1968', '1963', '1957', '1951', '1953', '1947', '1956', '1948', '1940', '1938', '1961', '1955', '1962', '1934', '1964', '1949', '1966', '1950', '1960', '1965', '1999', '1945', '1952', '1958']]
Predicted Ans:    1967
Predicted Path:   Midnight Lace --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Path (Raw):       Midnight Lace --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Neg LogProb(↓):   1.784932
Path Entropy(↓):  1.964213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed max keeble's big move
Start Entity:     Max Keeble's Big Move
Gold Answer:      [['Tim Hill']]
Predicted Ans:    Tim Hill
Predicted Path:   Max Keeble's Big Move --[directed_by]--> Tim Hill --[(INV) directed_by]--> Alvin and the Chipmunks --[directed_by]--> Tim Hill
Path (Raw):       Max Keeble's Big Move --[directed_by]--> Tim Hill --[(INV) directed_by]--> Alvin and the Chipmunks --[directed_by]--> Tim Hill
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in godzilla vs. the sea monster
Start Entity:     Godzilla vs. the Sea Monster
Gold Answer:      [['Terry Rossio', 'Ted Elliott', 'Roland Emmerich', 'Ted Sherdeman', 'Max Borenstein', 'Dean Devlin']]
Predicted Ans:    Terry Rossio
Predicted Path:   Godzilla vs. the Sea Monster --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Path (Raw):       Godzilla vs. the Sea Monster --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Neg LogProb(↓):   0.522924
Path Entropy(↓):  0.749538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with sami frey
Start Entity:     Sami Frey
Gold Answer:      [['Debra Winger', 'George Raft', 'Gene Tierney', 'Van Heflin', 'Dennis Hopper', 'Ginger Rogers', 'Yvan Attal', 'Theresa Russell', 'Sophie Marceau']]
Predicted Ans:    Gene Tierney
Predicted Path:   Sami Frey --[(INV) starred_actors]--> Black Widow --[starred_actors]--> Gene Tierney
Path (Raw):       Sami Frey --[No Operation]--> Sami Frey --[(INV) starred_actors]--> Black Widow --[starred_actors]--> Gene Tierney
Neg LogProb(↓):   0.500134
Path Entropy(↓):  1.036114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by alfred abel were in which languages
Start Entity:     Alfred Abel
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Alfred Abel --[(INV) starred_actors]--> Metropolis --[in_language]--> German
Path (Raw):       Alfred Abel --[No Operation]--> Alfred Abel --[(INV) starred_actors]--> Metropolis --[in_language]--> German
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in from the journals of jean seberg
Start Entity:     From the Journals of Jean Seberg
Gold Answer:      [['Jean Seberg']]
Predicted Ans:    Sean Connery
Predicted Path:   From the Journals of Jean Seberg --[starred_actors]--> Jean Seberg --[(INV) starred_actors]--> A Fine Madness --[starred_actors]--> Sean Connery
Path (Raw):       From the Journals of Jean Seberg --[starred_actors]--> Jean Seberg --[(INV) starred_actors]--> A Fine Madness --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.147093
Path Entropy(↓):  0.593734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films love can seriously damage your health are written by who
Start Entity:     Love Can Seriously Damage Your Health
Gold Answer:      [['Manuel Gómez Pereira']]
Predicted Ans:    Manuel Gómez Pereira
Predicted Path:   Love Can Seriously Damage Your Health --[directed_by]--> Manuel Gómez Pereira --[(INV) directed_by]--> Between Your Legs --[written_by]--> Manuel Gómez Pereira
Path (Raw):       Love Can Seriously Damage Your Health --[directed_by]--> Manuel Gómez Pereira --[(INV) directed_by]--> Between Your Legs --[written_by]--> Manuel Gómez Pereira
Neg LogProb(↓):   0.023653
Path Entropy(↓):  0.126719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dead fury was written by who
Start Entity:     Dead Fury
Gold Answer:      [['Frank Sudol']]
Predicted Ans:    Frank Sudol
Predicted Path:   Dead Fury --[written_by]--> Frank Sudol --[(INV) written_by]--> Dead Fury --[written_by]--> Frank Sudol
Path (Raw):       Dead Fury --[written_by]--> Frank Sudol --[(INV) written_by]--> Dead Fury --[written_by]--> Frank Sudol
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the passionate friends
Start Entity:     The Passionate Friends
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Passionate Friends --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Passionate Friends --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.491375
Path Entropy(↓):  4.740680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of winchester'73
Start Entity:     Winchester '73
Gold Answer:      [['1964', '1949', '1948', '1954', '1957', '1950', '1960', '1965', '1961', '1953', '1945', '1947', '1986', '1955', '1952', '1958', '1931']]
Predicted Ans:    1954
Predicted Path:   Winchester '73 --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Far Country --[release_year]--> 1954
Path (Raw):       Winchester '73 --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Far Country --[release_year]--> 1954
Neg LogProb(↓):   1.814864
Path Entropy(↓):  2.739019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by myron brinig were in which genres
Start Entity:     Myron Brinig
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Myron Brinig --[(INV) written_by]--> The Sisters --[has_genre]--> Drama
Path (Raw):       Myron Brinig --[No Operation]--> Myron Brinig --[(INV) written_by]--> The Sisters --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by jordan scott
Start Entity:     Jordan Scott
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jordan Scott --[(INV) directed_by]--> Cracks --[has_genre]--> Drama
Path (Raw):       Jordan Scott --[No Operation]--> Jordan Scott --[(INV) directed_by]--> Cracks --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did agust guðmundsson write the story for
Start Entity:     Ágúst Guðmundsson
Gold Answer:      [["The Seagull's Laughter"]]
Predicted Ans:    The Seagull's Laughter
Predicted Path:   Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter --[written_by]--> Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter
Path (Raw):       Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter --[written_by]--> Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter
Neg LogProb(↓):   0.280732
Path Entropy(↓):  0.558044
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the linha de passe director
Start Entity:     Linha de Passe
Gold Answer:      [['Jack Kerouac', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Alexander Payne', 'Ethan Coen', 'Billy Wilder', 'Charles Brackett', 'Wes Craven', 'Edwin Justus Mayer', 'Daniela Thomas', 'Gus Van Sant', 'Marcos Bernstein', 'João Emanuel Carneiro', 'Alberto Granado', 'Hideo Nakata', 'Walter Salles', 'Ismail Kadare', 'Gurinder Chadha', 'Franz Schulz']]
Predicted Ans:    Walter Salles
Predicted Path:   Linha de Passe --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[written_by]--> Walter Salles
Path (Raw):       Linha de Passe --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[written_by]--> Walter Salles
Neg LogProb(↓):   0.208626
Path Entropy(↓):  0.893082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film spy hard are directed by who
Start Entity:     Spy Hard
Gold Answer:      [['Craig Mazin', 'Krzysztof Zanussi', 'Bruce Kimmel', 'George Schaefer', 'Henry Koster', 'Pat Proft', 'Nelson McCormick', 'George A. Romero', 'Stanley Tong', 'Fred M. Wilcox', 'Paul Shapiro', 'William Dear', 'George Marshall', 'Paul Lynch', 'Bob Logan', 'Dennis Dugan']]
Predicted Ans:    Aaron Seltzer
Predicted Path:   Spy Hard --[starred_actors]--> Nicollette Sheridan --[(INV) starred_actors]--> Spy Hard --[written_by]--> Aaron Seltzer
Path (Raw):       Spy Hard --[starred_actors]--> Nicollette Sheridan --[(INV) starred_actors]--> Spy Hard --[written_by]--> Aaron Seltzer
Neg LogProb(↓):   0.166905
Path Entropy(↓):  0.595774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe the hudsucker proxy
Start Entity:     The Hudsucker Proxy
Gold Answer:      [['bd-r', 'comedy', 'f', 'tim robbins', 'business']]
Predicted Ans:    tim robbins
Predicted Path:   The Hudsucker Proxy --[has_tags]--> tim robbins --[(INV) has_tags]--> Human Nature --[has_tags]--> tim robbins
Path (Raw):       The Hudsucker Proxy --[has_tags]--> tim robbins --[(INV) has_tags]--> Human Nature --[has_tags]--> tim robbins
Neg LogProb(↓):   0.378987
Path Entropy(↓):  0.814248
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film happy accidents
Start Entity:     Happy Accidents
Gold Answer:      [['Steven Baigelman', 'Dan Ireland', 'Peter Care', 'Ariel Vromen', 'Todd Field', 'Josef Rusnak', 'Nancy Savoca', 'Marc Lawrence', 'Tamara Jenkins', 'Donald Petrie', 'Ron Howard', 'Alex Cox', 'Ruba Nadda', 'Stanley Kubrick', 'Tony Bill', 'Andy Fickman', 'Daisy von Scherler Mayer', 'Jonathan Lynn', 'Joel Schumacher', 'Jonathan Hensleigh', 'Mira Nair', 'Harold Ramis', 'Sidney Lumet', 'Darren Aronofsky', 'Brad Furman', 'Norman Jewison', 'Mark Duplass', 'Joe Charbanic', 'Mike Mills', 'Nick Cassavetes']]
Predicted Ans:    Steven Baigelman
Predicted Path:   Happy Accidents --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[directed_by]--> Steven Baigelman
Path (Raw):       Happy Accidents --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[directed_by]--> Steven Baigelman
Neg LogProb(↓):   1.030616
Path Entropy(↓):  1.367748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by carrie henn
Start Entity:     Carrie Henn
Gold Answer:      [['James Cameron']]
Predicted Ans:    James Cameron
Predicted Path:   Carrie Henn --[(INV) starred_actors]--> Aliens --[directed_by]--> James Cameron
Path (Raw):       Carrie Henn --[No Operation]--> Carrie Henn --[(INV) starred_actors]--> Aliens --[directed_by]--> James Cameron
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the fog
Start Entity:     The Fog
Gold Answer:      [['Norwegian', 'Italian']]
Predicted Ans:    Norwegian
Predicted Path:   The Fog --[directed_by]--> John Carpenter --[(INV) directed_by]--> The Thing --[in_language]--> Norwegian
Path (Raw):       The Fog --[directed_by]--> John Carpenter --[(INV) directed_by]--> The Thing --[in_language]--> Norwegian
Neg LogProb(↓):   0.699637
Path Entropy(↓):  0.741018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of william baldwin starred movies
Start Entity:     William Baldwin
Gold Answer:      [['Caroline Zelder', 'Paula Gosling', 'Gregory Widen', 'Duane Poole', 'Joe Eszterhas', 'Ira Levin', 'Chuck Pfarrer']]
Predicted Ans:    Gregory Widen
Predicted Path:   William Baldwin --[(INV) starred_actors]--> Backdraft --[written_by]--> Gregory Widen
Path (Raw):       William Baldwin --[No Operation]--> William Baldwin --[(INV) starred_actors]--> Backdraft --[written_by]--> Gregory Widen
Neg LogProb(↓):   0.026485
Path Entropy(↓):  0.137868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of mississippi mermaid
Start Entity:     Mississippi Mermaid
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Mississippi Mermaid --[written_by]--> François Truffaut --[(INV) written_by]--> The Last Metro --[has_genre]--> Drama
Path (Raw):       Mississippi Mermaid --[written_by]--> François Truffaut --[(INV) written_by]--> The Last Metro --[has_genre]--> Drama
Neg LogProb(↓):   1.098511
Path Entropy(↓):  2.025210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of h. b. halicki directed films
Start Entity:     H.B. Halicki
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   H.B. Halicki --[(INV) directed_by]--> Gone in 60 Seconds --[release_year]--> 1974
Path (Raw):       H.B. Halicki --[No Operation]--> H.B. Halicki --[(INV) directed_by]--> Gone in 60 Seconds --[release_year]--> 1974
Neg LogProb(↓):   0.000092
Path Entropy(↓):  0.000995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of price check
Start Entity:     Price Check
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Price Check --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Price Check --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.876893
Path Entropy(↓):  4.395923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did abe burrows write
Start Entity:     Abe Burrows
Gold Answer:      [['Silk Stockings', 'Can-Can', 'The Solid Gold Cadillac', 'How to Succeed in Business Without Really Trying', 'Guys and Dolls', 'Cactus Flower']]
Predicted Ans:    Cactus Flower
Predicted Path:   Abe Burrows --[(INV) written_by]--> Cactus Flower --[written_by]--> Pierre Barillet --[(INV) written_by]--> Cactus Flower
Path (Raw):       Abe Burrows --[(INV) written_by]--> Cactus Flower --[written_by]--> Pierre Barillet --[(INV) written_by]--> Cactus Flower
Neg LogProb(↓):   0.294465
Path Entropy(↓):  0.783014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by roy thomas
Start Entity:     Roy Thomas
Gold Answer:      [['Ralph Bakshi']]
Predicted Ans:    Ralph Bakshi
Predicted Path:   Roy Thomas --[(INV) written_by]--> Fire and Ice --[directed_by]--> Ralph Bakshi
Path (Raw):       Roy Thomas --[No Operation]--> Roy Thomas --[(INV) written_by]--> Fire and Ice --[directed_by]--> Ralph Bakshi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the devil's rejects
Start Entity:     The Devil's Rejects
Gold Answer:      [['Bill Moseley', 'Sid Haig', 'Sheri Moon Zombie']]
Predicted Ans:    Sid Haig
Predicted Path:   The Devil's Rejects --[starred_actors]--> Sid Haig --[(INV) starred_actors]--> The Devil's Rejects --[starred_actors]--> Sid Haig
Path (Raw):       The Devil's Rejects --[starred_actors]--> Sid Haig --[(INV) starred_actors]--> The Devil's Rejects --[starred_actors]--> Sid Haig
Neg LogProb(↓):   0.024790
Path Entropy(↓):  0.145408
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does catherine mccormack star in
Start Entity:     Catherine McCormack
Gold Answer:      [['Dangerous Beauty', 'The Land Girls']]
Predicted Ans:    Extreme Ops
Predicted Path:   Catherine McCormack --[(INV) starred_actors]--> Dangerous Beauty --[starred_actors]--> Rufus Sewell --[(INV) starred_actors]--> Extreme Ops
Path (Raw):       Catherine McCormack --[(INV) starred_actors]--> Dangerous Beauty --[starred_actors]--> Rufus Sewell --[(INV) starred_actors]--> Extreme Ops
Neg LogProb(↓):   0.040862
Path Entropy(↓):  0.199464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed august rush
Start Entity:     August Rush
Gold Answer:      [['Kirsten Sheridan']]
Predicted Ans:    Kirsten Sheridan
Predicted Path:   August Rush --[directed_by]--> Kirsten Sheridan --[(INV) directed_by]--> August Rush --[directed_by]--> Kirsten Sheridan
Path (Raw):       August Rush --[directed_by]--> Kirsten Sheridan --[(INV) directed_by]--> August Rush --[directed_by]--> Kirsten Sheridan
Neg LogProb(↓):   0.278474
Path Entropy(↓):  0.554584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie planet terror were in which genres
Start Entity:     Planet Terror
Gold Answer:      [['Family', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Action
Predicted Path:   Planet Terror --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Machete Kills --[has_genre]--> Action
Path (Raw):       Planet Terror --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Machete Kills --[has_genre]--> Action
Neg LogProb(↓):   0.046040
Path Entropy(↓):  0.215973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of breast men
Start Entity:     Breast Men
Gold Answer:      [['John Stockwell']]
Predicted Ans:    John Stockwell
Predicted Path:   Breast Men --[written_by]--> John Stockwell --[(INV) written_by]--> Blue Crush --[written_by]--> John Stockwell
Path (Raw):       Breast Men --[written_by]--> John Stockwell --[(INV) written_by]--> Blue Crush --[written_by]--> John Stockwell
Neg LogProb(↓):   0.150901
Path Entropy(↓):  0.405102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by tom bissell
Start Entity:     Tom Bissell
Gold Answer:      [['Julia Loktev']]
Predicted Ans:    Julia Loktev
Predicted Path:   Tom Bissell --[(INV) written_by]--> The Loneliest Planet --[directed_by]--> Julia Loktev
Path (Raw):       Tom Bissell --[No Operation]--> Tom Bissell --[(INV) written_by]--> The Loneliest Planet --[directed_by]--> Julia Loktev
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by operation petticoat writers release
Start Entity:     Operation Petticoat
Gold Answer:      [['1988', '1963', '1964', '2009', '1959', '2006', '2014', '1961', '1974']]
Predicted Ans:    2009
Predicted Path:   Operation Petticoat --[written_by]--> Paul King --[(INV) written_by]--> Bunny and the Bull --[release_year]--> 2009
Path (Raw):       Operation Petticoat --[written_by]--> Paul King --[(INV) written_by]--> Bunny and the Bull --[release_year]--> 2009
Neg LogProb(↓):   0.165276
Path Entropy(↓):  0.463196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with wolfgang petersen
Start Entity:     Wolfgang Petersen
Gold Answer:      [['Michael Ende', 'Richard Neely']]
Predicted Ans:    Wolfgang Petersen
Predicted Path:   Wolfgang Petersen --[(INV) written_by]--> Shattered --[written_by]--> Wolfgang Petersen
Path (Raw):       Wolfgang Petersen --[No Operation]--> Wolfgang Petersen --[(INV) written_by]--> Shattered --[written_by]--> Wolfgang Petersen
Neg LogProb(↓):   0.127723
Path Entropy(↓):  0.483200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of john shirley written movies
Start Entity:     John Shirley
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   John Shirley --[(INV) written_by]--> The Crow --[release_year]--> 1994
Path (Raw):       John Shirley --[No Operation]--> John Shirley --[(INV) written_by]--> The Crow --[release_year]--> 1994
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by william inge release
Start Entity:     William Inge
Gold Answer:      [['1962', '1960', '1961', '1955', '1952', '1956']]
Predicted Ans:    1955
Predicted Path:   William Inge --[(INV) written_by]--> Picnic --[release_year]--> 1955
Path (Raw):       William Inge --[No Operation]--> William Inge --[(INV) written_by]--> Picnic --[release_year]--> 1955
Neg LogProb(↓):   0.162685
Path Entropy(↓):  0.621155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by danny denzongpa
Start Entity:     Danny Denzongpa
Gold Answer:      [['Tamil']]
Predicted Ans:    adam green
Predicted Path:   Danny Denzongpa --[(INV) starred_actors]--> Frozen --[has_tags]--> adam green
Path (Raw):       Danny Denzongpa --[No Operation]--> Danny Denzongpa --[(INV) starred_actors]--> Frozen --[has_tags]--> adam green
Neg LogProb(↓):   0.015385
Path Entropy(↓):  0.091601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same actor of alive
Start Entity:     Alive
Gold Answer:      [['Explorers', "What Doesn't Kill You", 'Gattaca', 'Great Expectations', 'The Purge', 'White Fang', 'Tape', 'Before Sunrise', 'The Black Stallion Returns', 'Afterburn', 'Creator', "Before the Devil Knows You're Dead", 'The Tie That Binds', 'Assault on Precinct 13', 'The Jimmy Show', 'The House of Yes', 'The Newton Boys', 'Reality Bites', 'Hamlet', 'Mystery Date', 'And God Created Woman', 'Getaway', 'Before Sunset', 'Battlefield Baseball', 'Taking Lives', "Brooklyn's Finest", 'Kicking and Screaming', 'A Midnight Clear', 'The Woman in the Fifth', 'Sinister', 'City of Hope', 'Alphabet City', 'Before Midnight', 'Dark Skies', 'Training Day', 'Predestination']]
Predicted Ans:    Hamlet
Predicted Path:   Alive --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet
Path (Raw):       Alive --[starred_actors]--> Ethan Hawke --[No Operation]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.315916
Path Entropy(↓):  1.106925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to beverly hills cop iii
Start Entity:     Beverly Hills Cop III
Gold Answer:      [['john landis', 'comedy', 'eddie murphy']]
Predicted Ans:    comedy
Predicted Path:   Beverly Hills Cop III --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       Beverly Hills Cop III --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.054483
Path Entropy(↓):  0.216323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by flannel pajamas actors release
Start Entity:     Flannel Pajamas
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Flannel Pajamas --[starred_actors]--> Julianne Nicholson --[(INV) starred_actors]--> Brief Interviews with Hideous Men --[release_year]--> 2009
Path (Raw):       Flannel Pajamas --[starred_actors]--> Julianne Nicholson --[(INV) starred_actors]--> Brief Interviews with Hideous Men --[release_year]--> 2009
Neg LogProb(↓):   0.619923
Path Entropy(↓):  1.062151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film how she move
Start Entity:     How She Move
Gold Answer:      [['Ian Iqbal Rashid']]
Predicted Ans:    Ian Iqbal Rashid
Predicted Path:   How She Move --[directed_by]--> Ian Iqbal Rashid --[(INV) directed_by]--> How She Move --[directed_by]--> Ian Iqbal Rashid
Path (Raw):       How She Move --[directed_by]--> Ian Iqbal Rashid --[(INV) directed_by]--> How She Move --[directed_by]--> Ian Iqbal Rashid
Neg LogProb(↓):   0.036014
Path Entropy(↓):  0.152949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of lionheart also wrote which movies
Start Entity:     Lionheart
Gold Answer:      [['The Hard Corps', 'Double Impact', 'Only the Strong']]
Predicted Ans:    The Hard Corps
Predicted Path:   Lionheart --[written_by]--> Sheldon Lettich --[(INV) written_by]--> The Hard Corps
Path (Raw):       Lionheart --[written_by]--> Sheldon Lettich --[(INV) written_by]--> The Hard Corps --[No Operation]--> The Hard Corps
Neg LogProb(↓):   0.202870
Path Entropy(↓):  0.615435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the convent were in which genres
Start Entity:     The Convent
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Convent --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> Mississippi Mermaid --[has_genre]--> Drama
Path (Raw):       The Convent --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> Mississippi Mermaid --[has_genre]--> Drama
Neg LogProb(↓):   1.402200
Path Entropy(↓):  2.382985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed outlaw blues
Start Entity:     Outlaw Blues
Gold Answer:      [['Yul Brynner', 'Arthur Hill', 'Robert Culp', 'Marlyn Mason', 'Takeshi Kitano', 'Armand Assante', 'Beah Richards', 'Blythe Danner', 'Barbara Carrera', 'Peter Fonda']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Outlaw Blues --[directed_by]--> Richard T. Heffron --[(INV) directed_by]--> Outrage --[starred_actors]--> Takeshi Kitano
Path (Raw):       Outlaw Blues --[directed_by]--> Richard T. Heffron --[(INV) directed_by]--> Outrage --[starred_actors]--> Takeshi Kitano
Neg LogProb(↓):   0.044607
Path Entropy(↓):  0.192471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film fiston
Start Entity:     Fiston
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Fiston --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Fiston --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.879586
Path Entropy(↓):  4.527318
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the shop on main street
Start Entity:     The Shop on Main Street
Gold Answer:      [['1975']]
Predicted Ans:    1965
Predicted Path:   The Shop on Main Street --[directed_by]--> Ján Kadár --[(INV) directed_by]--> The Shop on Main Street --[release_year]--> 1965
Path (Raw):       The Shop on Main Street --[directed_by]--> Ján Kadár --[(INV) directed_by]--> The Shop on Main Street --[release_year]--> 1965
Neg LogProb(↓):   0.421087
Path Entropy(↓):  0.689474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of westward the women
Start Entity:     Westward the Women
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   Westward the Women --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Magic Town --[directed_by]--> William A. Wellman
Path (Raw):       Westward the Women --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Magic Town --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.967688
Path Entropy(↓):  1.634223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of dazed and confused
Start Entity:     Dazed and Confused
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Dazed and Confused --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Path (Raw):       Dazed and Confused --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Neg LogProb(↓):   0.001157
Path Entropy(↓):  0.009536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by callie khouri
Start Entity:     Callie Khouri
Gold Answer:      [['2008', '2002']]
Predicted Ans:    2002
Predicted Path:   Callie Khouri --[(INV) directed_by]--> Divine Secrets of the Ya-Ya Sisterhood --[release_year]--> 2002
Path (Raw):       Callie Khouri --[No Operation]--> Callie Khouri --[(INV) directed_by]--> Divine Secrets of the Ya-Ya Sisterhood --[release_year]--> 2002
Neg LogProb(↓):   0.038399
Path Entropy(↓):  0.160502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by jack hofsiss
Start Entity:     Jack Hofsiss
Gold Answer:      [['Steve Lawson', 'Bernard Pomerance', 'David Lynch', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves']]
Predicted Ans:    Eric Bergren
Predicted Path:   Jack Hofsiss --[(INV) directed_by]--> The Elephant Man --[written_by]--> Eric Bergren
Path (Raw):       Jack Hofsiss --[No Operation]--> Jack Hofsiss --[(INV) directed_by]--> The Elephant Man --[written_by]--> Eric Bergren
Neg LogProb(↓):   0.881744
Path Entropy(↓):  1.517606
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed friday night lights
Start Entity:     Friday Night Lights
Gold Answer:      [['1998', '2007', '2008', '2003', '2012', '2013']]
Predicted Ans:    2013
Predicted Path:   Friday Night Lights --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[release_year]--> 2013
Path (Raw):       Friday Night Lights --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[release_year]--> 2013
Neg LogProb(↓):   0.134297
Path Entropy(↓):  0.531949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of blue skies
Start Entity:     Blue Skies
Gold Answer:      [['Robin and the 7 Hoods', 'Royal Wedding', 'High Society', 'Top Hat', 'You Were Never Lovelier', 'Road to Morocco', 'Yolanda and the Thief', 'High Time', 'The Rains of Ranchipur', 'Follow the Fleet', 'Swing Time', "The Bells of St. Mary's", 'Anything Goes', 'The Country Girl', 'The Gay Divorcee', 'Road to Zanzibar', 'Silk Stockings', 'The Road to Hong Kong', 'The Emperor Waltz', 'Three Little Words', 'Pennies from Heaven', "That's Entertainment!", 'A Damsel in Distress', 'Carefree', 'The Unsuspected', 'The Story of Vernon and Irene Castle', 'The Notorious Landlady', 'Road to Rio', 'Ziegfeld Follies', 'On the Beach', 'Going Hollywood', 'The Band Wagon', 'Roberta', 'Broadway Melody of 1940', 'Road to Bali', 'The Barkleys of Broadway', 'White Christmas', 'Road to Singapore', 'Daddy Long Legs', "You'll Never Get Rich", "Finian's Rainbow", 'Funny Face', 'Double or Nothing', 'Ghost Story', 'Here Comes the Groom', "The Sky's the Limit", 'Going My Way', "That's Entertainment, Part II", 'Second Chorus', 'Easter Parade', 'Holiday Inn', 'Road to Utopia', "We're Not Dressing"]]
Predicted Ans:    The Country Girl
Predicted Path:   Blue Skies --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Path (Raw):       Blue Skies --[starred_actors]--> Bing Crosby --[No Operation]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Neg LogProb(↓):   0.684150
Path Entropy(↓):  1.669491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by steven spielberg
Start Entity:     Steven Spielberg
Gold Answer:      [['Philip Kaufman', 'Hergé', 'Jeffrey Boam', 'Michael Crichton', 'Jon Cohen', 'David Franzoni', 'Philip K. Dick', 'George Lucas', 'Willard Huyck', 'Gloria Katz', 'Peter Benchley', 'Lawrence Kasdan', 'James V. Hart', 'Malia Scotch Marmo', 'David Koepp', 'Josh Friedman', 'Joe Cornish', 'Richard Matheson', 'Melissa Mathison', 'Eric Roth', 'Jeff Nathanson', 'Steven Moffat', 'Steven Zaillian', 'Tony Kushner', 'Doris Kearns Goodwin', 'Robert Zemeckis', 'Bob Gale', 'Alice Walker', 'Edgar Wright', 'Michael Morpurgo', 'Thomas Keneally', 'Carl Gottlieb', 'Nick Castle', 'Robert Rodat', 'Brian Aldiss', 'Ian Watson']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[written_by]--> Steven Spielberg
Path (Raw):       Steven Spielberg --[No Operation]--> Steven Spielberg --[(INV) directed_by]--> A.I. Artificial Intelligence --[written_by]--> Steven Spielberg
Neg LogProb(↓):   0.259979
Path Entropy(↓):  0.776164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies was carlos saura the writer of
Start Entity:     Carlos Saura
Gold Answer:      [['Fados', 'Tango', 'Carmen', 'Goya in Bordeaux', 'Flamenco']]
Predicted Ans:    Fados
Predicted Path:   Carlos Saura --[(INV) written_by]--> Fados --[written_by]--> Carlos Saura --[(INV) written_by]--> Fados
Path (Raw):       Carlos Saura --[(INV) written_by]--> Fados --[written_by]--> Carlos Saura --[(INV) written_by]--> Fados
Neg LogProb(↓):   1.445739
Path Entropy(↓):  2.482212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of breakfast at tiffany's
Start Entity:     Breakfast at Tiffany's
Gold Answer:      [['Curse of the Pink Panther', 'Wild Rovers', 'Operation Petticoat', 'High Time', 'Victor Victoria', 'The Party', 'The Pink Panther', 'A Fine Mess', 'S.O.B.', 'Switch', 'Darling Lili', 'Blind Date', 'Days of Wine and Roses', 'Experiment in Terror', 'The Great Race', 'The Carey Treatment', 'The Man Who Loved Women', '10', 'Skin Deep', "That's Life!", 'Son of the Pink Panther', 'A Shot in the Dark', 'Sunset']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Breakfast at Tiffany's --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women
Path (Raw):       Breakfast at Tiffany's --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[No Operation]--> The Man Who Loved Women
Neg LogProb(↓):   0.082616
Path Entropy(↓):  0.414544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about thai
Start Entity:     thai
Gold Answer:      [['Shutter', 'Last Life in the Universe']]
Predicted Ans:    Last Life in the Universe
Predicted Path:   thai --[(INV) has_tags]--> Last Life in the Universe --[has_tags]--> thai --[(INV) has_tags]--> Last Life in the Universe
Path (Raw):       thai --[(INV) has_tags]--> Last Life in the Universe --[has_tags]--> thai --[(INV) has_tags]--> Last Life in the Universe
Neg LogProb(↓):   0.062687
Path Entropy(↓):  0.264722
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is a home of our own
Start Entity:     A Home of Our Own
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A Home of Our Own --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       A Home of Our Own --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.139611
Path Entropy(↓):  4.601335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jeanne duprau were in which genres
Start Entity:     Jeanne Duprau
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Jeanne Duprau --[(INV) written_by]--> City of Ember --[has_genre]--> Fantasy
Path (Raw):       Jeanne Duprau --[No Operation]--> Jeanne Duprau --[(INV) written_by]--> City of Ember --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sigrid gurie starred movies
Start Entity:     Sigrid Gurie
Gold Answer:      [['Henri La Barthe', 'John Howard Lawson']]
Predicted Ans:    John Howard Lawson
Predicted Path:   Sigrid Gurie --[(INV) starred_actors]--> Algiers --[written_by]--> John Howard Lawson
Path (Raw):       Sigrid Gurie --[No Operation]--> Sigrid Gurie --[(INV) starred_actors]--> Algiers --[written_by]--> John Howard Lawson
Neg LogProb(↓):   0.384596
Path Entropy(↓):  0.635727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film witchhammer
Start Entity:     Witchhammer
Gold Answer:      [['Czech']]
Predicted Ans:    Czech
Predicted Path:   Witchhammer --[in_language]--> Czech --[(INV) in_language]--> The Cremator --[in_language]--> Czech
Path (Raw):       Witchhammer --[in_language]--> Czech --[(INV) in_language]--> The Cremator --[in_language]--> Czech
Neg LogProb(↓):   0.762714
Path Entropy(↓):  1.196092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film out for justice
Start Entity:     Out for Justice
Gold Answer:      [['Michael Oblowitz', 'Dean Semler', 'Don Michael Paul', 'Roland Emmerich', 'Ethan Maniquis', 'Albert Pyun', 'Félix Enríquez Alcalá', 'Don E. FauntLeRoy', 'mink', 'Andrzej Bartkowiak', 'Steven Seagal', 'Anthony Hickox', 'Andrew Davis', 'Alexander Gruszynski', 'Bruce Malmuth', 'Dwight H. Little', 'Keoni Waxman', 'Robert Parrish', 'Roel Reiné', 'Richard Crudo', 'Michael Keusch', 'John Gray', 'Robert Rodriguez', 'Lauro Chartrand', 'Stuart Baird']]
Predicted Ans:    Michael Keusch
Predicted Path:   Out for Justice --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[directed_by]--> Michael Keusch
Path (Raw):       Out for Justice --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[directed_by]--> Michael Keusch
Neg LogProb(↓):   1.327972
Path Entropy(↓):  1.722101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by gianni romoli
Start Entity:     Gianni Romoli
Gold Answer:      [['Michele Soavi']]
Predicted Ans:    Michele Soavi
Predicted Path:   Gianni Romoli --[(INV) written_by]--> Cemetery Man --[directed_by]--> Michele Soavi
Path (Raw):       Gianni Romoli --[No Operation]--> Gianni Romoli --[(INV) written_by]--> Cemetery Man --[directed_by]--> Michele Soavi
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by deepstar six actors
Start Entity:     DeepStar Six
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   DeepStar Six --[starred_actors]--> Miguel Ferrer --[(INV) starred_actors]--> The Man --[has_genre]--> Comedy
Path (Raw):       DeepStar Six --[starred_actors]--> Miguel Ferrer --[(INV) starred_actors]--> The Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.657737
Path Entropy(↓):  1.423590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the passenger
Start Entity:     The Passenger
Gold Answer:      [['Michelangelo Antonioni']]
Predicted Ans:    Michelangelo Antonioni
Predicted Path:   The Passenger --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Identification of a Woman --[directed_by]--> Michelangelo Antonioni
Path (Raw):       The Passenger --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Identification of a Woman --[directed_by]--> Michelangelo Antonioni
Neg LogProb(↓):   0.071465
Path Entropy(↓):  0.296647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with live free or die hard fall under
Start Entity:     Live Free or Die Hard
Gold Answer:      [['Thriller', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Live Free or Die Hard --[directed_by]--> Len Wiseman --[(INV) directed_by]--> Underworld --[has_genre]--> Comedy
Path (Raw):       Live Free or Die Hard --[directed_by]--> Len Wiseman --[(INV) directed_by]--> Underworld --[has_genre]--> Comedy
Neg LogProb(↓):   0.359363
Path Entropy(↓):  0.943383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of to have and have not
Start Entity:     To Have and Have Not
Gold Answer:      [['Sam Wood', 'Don Siegel', 'Robert Siodmak', 'Joris Ivens', 'Frank Borzage', 'Andrei Tarkovsky', 'Aleksandr Gordon', 'Charles Vidor', 'Marika Beiku', 'Henry King', 'Franklin J. Schaffner', 'John Sturges', 'Michael Curtiz']]
Predicted Ans:    Howard Hawks
Predicted Path:   To Have and Have Not --[written_by]--> Ernest Hemingway --[(INV) written_by]--> To Have and Have Not --[directed_by]--> Howard Hawks
Path (Raw):       To Have and Have Not --[written_by]--> Ernest Hemingway --[(INV) written_by]--> To Have and Have Not --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.105136
Path Entropy(↓):  0.454745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the film breathe in released
Start Entity:     Breathe In
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Breathe In --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Breathe In --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.204844
Path Entropy(↓):  4.594144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of critters 4 starred who
Start Entity:     Critters 4
Gold Answer:      [['Tad Hilgenbrink', 'Brandon Lee', 'William Sadler', 'Sophie Monk']]
Predicted Ans:    Terrence Mann
Predicted Path:   Critters 4 --[written_by]--> Rupert Harvey --[(INV) written_by]--> Critters 4 --[starred_actors]--> Terrence Mann
Path (Raw):       Critters 4 --[written_by]--> Rupert Harvey --[(INV) written_by]--> Critters 4 --[starred_actors]--> Terrence Mann
Neg LogProb(↓):   0.192373
Path Entropy(↓):  0.644437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred together with ann rutherford
Start Entity:     Ann Rutherford
Gold Answer:      [['The Glenn Miller Orchestra', 'George Montgomery', 'Glenn Miller', 'Conrad Veidt', 'Red Skelton']]
Predicted Ans:    Conrad Veidt
Predicted Path:   Ann Rutherford --[(INV) starred_actors]--> Whistling in the Dark --[starred_actors]--> Conrad Veidt
Path (Raw):       Ann Rutherford --[No Operation]--> Ann Rutherford --[(INV) starred_actors]--> Whistling in the Dark --[starred_actors]--> Conrad Veidt
Neg LogProb(↓):   0.154160
Path Entropy(↓):  0.414004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of prince valiant
Start Entity:     Prince Valiant
Gold Answer:      [['Anthony Hickox', 'Hal Foster']]
Predicted Ans:    Anthony Hickox
Predicted Path:   Prince Valiant --[written_by]--> Anthony Hickox --[(INV) written_by]--> Last Run --[written_by]--> Anthony Hickox
Path (Raw):       Prince Valiant --[written_by]--> Anthony Hickox --[(INV) written_by]--> Last Run --[written_by]--> Anthony Hickox
Neg LogProb(↓):   0.501265
Path Entropy(↓):  1.173317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with vampire's kiss fall under
Start Entity:     Vampire's Kiss
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Vampire's Kiss --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Path (Raw):       Vampire's Kiss --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.662971
Path Entropy(↓):  1.668436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film wish upon a star
Start Entity:     Wish Upon a Star
Gold Answer:      [['Anthony Hickox', 'Michael Landon Jr.', 'Adam Green', 'BJ McDonnell', 'Peter Lepeniotis', 'Jim Hemphill', 'Judd Apatow', 'Ronny Yu', 'Barry W. Blaustein', 'Greg Berlanti', 'Gabriel Bologna', 'Justin Zackham', 'Timo Tjahjanto', 'Julie Anne Robinson']]
Predicted Ans:    Peter Lepeniotis
Predicted Path:   Wish Upon a Star --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[directed_by]--> Peter Lepeniotis
Path (Raw):       Wish Upon a Star --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[directed_by]--> Peter Lepeniotis
Neg LogProb(↓):   0.779338
Path Entropy(↓):  1.147239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of johnny suede
Start Entity:     Johnny Suede
Gold Answer:      [['1995', '2006', '1991']]
Predicted Ans:    2006
Predicted Path:   Johnny Suede --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Delirious --[release_year]--> 2006
Path (Raw):       Johnny Suede --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Delirious --[release_year]--> 2006
Neg LogProb(↓):   0.691198
Path Entropy(↓):  1.256902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by frank whaley release
Start Entity:     Frank Whaley
Gold Answer:      [['2001', '1999']]
Predicted Ans:    2001
Predicted Path:   Frank Whaley --[(INV) directed_by]--> The Jimmy Show --[release_year]--> 2001
Path (Raw):       Frank Whaley --[No Operation]--> Frank Whaley --[(INV) directed_by]--> The Jimmy Show --[release_year]--> 2001
Neg LogProb(↓):   0.107700
Path Entropy(↓):  0.329681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the seven - per - cent solution actors
Start Entity:     The Seven-Per-Cent Solution
Gold Answer:      [['David Hubbard', 'Michael Almereyda', 'Marc Norman', 'Franco Zeffirelli', 'Barry Unsworth', 'Paddy Chayefsky', 'Mark Mills', 'Pat Conroy', 'John Milius', 'John Cusack', 'Tamara Jenkins', 'Callie Khouri', 'Ebbe Roe Smith', 'Robert Duvall', 'John Flynn', 'Bernard Malamud', 'Tony Richardson', 'Elmore Leonard', 'Steve Conrad', 'Joseph Heller', 'Hank Searls', 'Jack Higgins', 'Bruce Joel Rubin', 'Tom Cruise', 'Peter S. Beagle', 'John V. Soto', 'George Lucas', 'Calder Willingham', 'Harvey Miller', 'Andrew Bergman', 'Buck Henry', 'David Dobkin', 'Mel Brooks', 'L. Frank Baum', 'Joan Didion', 'John Gregory Dunne', 'Steven Horowitz', 'Neil Offen', 'Larry Gelbart', 'Eddy Terstall', 'William Shakespeare', 'Neil Simon', 'Kenneth Branagh', 'Robert Syd Hopkins', 'Matt Russell', 'Robert Carrington', 'Michael Herr', 'Wim Wenders', 'Andrew Davis', 'Francis Ford Coppola', 'Frederick Knott', 'Tom Epperson', 'Walter Murch', 'William Dear', 'Danny Bilson', 'Paul De Meo', 'Dave Stevens', 'Dave Barry', 'Gerald Di Pego', 'Michael Tolkin', 'Tim McCanlies', 'Philip Kaufman', 'Tony Mendez', 'Joshuah Bearman', 'Boris Pasternak', 'Michael Arndt', 'Carson McCullers', 'Marshall Brickman', 'Frank Waldman', 'Tom Waldman', 'Blake Edwards', 'Billy Bob Thornton', 'Grigori Kozintsev', 'Jonathan Harr', 'Stirling Silliphant', 'Steven Zaillian', 'C. Gaby Mitchell', 'Chris Provenzano', 'Nathaniel Hawthorne', 'Donald E. Westlake', 'Horton Foote', 'Lewis John Carlino']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Seven-Per-Cent Solution --[starred_actors]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Path (Raw):       The Seven-Per-Cent Solution --[starred_actors]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Neg LogProb(↓):   2.760602
Path Entropy(↓):  3.207354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by don hall
Start Entity:     Don Hall
Gold Answer:      [['Winnie the Pooh']]
Predicted Ans:    Winnie the Pooh
Predicted Path:   Don Hall --[(INV) written_by]--> Winnie the Pooh --[written_by]--> Don Hall --[(INV) written_by]--> Winnie the Pooh
Path (Raw):       Don Hall --[(INV) written_by]--> Winnie the Pooh --[written_by]--> Don Hall --[(INV) written_by]--> Winnie the Pooh
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did charles mcdowell star in
Start Entity:     Charles McDowell
Gold Answer:      [['The Congress']]
Predicted Ans:    The Congress
Predicted Path:   Charles McDowell --[(INV) starred_actors]--> The Congress --[starred_actors]--> Barbara Fields --[(INV) starred_actors]--> The Congress
Path (Raw):       Charles McDowell --[(INV) starred_actors]--> The Congress --[starred_actors]--> Barbara Fields --[(INV) starred_actors]--> The Congress
Neg LogProb(↓):   0.014044
Path Entropy(↓):  0.075765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ben hollingsworth acted films
Start Entity:     Ben Hollingsworth
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Ben Hollingsworth --[(INV) starred_actors]--> The Joneses --[release_year]--> 2009
Path (Raw):       Ben Hollingsworth --[No Operation]--> Ben Hollingsworth --[(INV) starred_actors]--> The Joneses --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer eric mandelbaum
Start Entity:     Eric Mandelbaum
Gold Answer:      [['Brendan Sexton III', 'Thora Birch', 'Keith Carradine']]
Predicted Ans:    Keith Carradine
Predicted Path:   Eric Mandelbaum --[(INV) written_by]--> Winter of Frozen Dreams --[starred_actors]--> Keith Carradine
Path (Raw):       Eric Mandelbaum --[No Operation]--> Eric Mandelbaum --[(INV) written_by]--> Winter of Frozen Dreams --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.081089
Path Entropy(↓):  0.291044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote life as a house
Start Entity:     Life as a House
Gold Answer:      [['Rob Reiner', 'James L. Brooks']]
Predicted Ans:    James L. Brooks
Predicted Path:   Life as a House --[written_by]--> Mark Andrus --[(INV) written_by]--> As Good as It Gets --[directed_by]--> James L. Brooks
Path (Raw):       Life as a House --[written_by]--> Mark Andrus --[(INV) written_by]--> As Good as It Gets --[directed_by]--> James L. Brooks
Neg LogProb(↓):   0.046478
Path Entropy(↓):  0.191060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jack gilford starred movies
Start Entity:     Jack Gilford
Gold Answer:      [['John G. Avildsen']]
Predicted Ans:    John G. Avildsen
Predicted Path:   Jack Gilford --[(INV) starred_actors]--> Save the Tiger --[directed_by]--> John G. Avildsen
Path (Raw):       Jack Gilford --[No Operation]--> Jack Gilford --[(INV) starred_actors]--> Save the Tiger --[directed_by]--> John G. Avildsen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film darby's rangers were in which genres
Start Entity:     Darby's Rangers
Gold Answer:      [['Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    War
Predicted Path:   Darby's Rangers --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours --[has_genre]--> War
Path (Raw):       Darby's Rangers --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours --[has_genre]--> War
Neg LogProb(↓):   0.356165
Path Entropy(↓):  1.129968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of bruce mcculloch directed movies
Start Entity:     Bruce McCulloch
Gold Answer:      [['1998', '1999', '2002']]
Predicted Ans:    2002
Predicted Path:   Bruce McCulloch --[(INV) directed_by]--> Stealing Harvard --[release_year]--> 2002
Path (Raw):       Bruce McCulloch --[No Operation]--> Bruce McCulloch --[(INV) directed_by]--> Stealing Harvard --[release_year]--> 2002
Neg LogProb(↓):   0.449118
Path Entropy(↓):  0.826637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in mean streets
Start Entity:     Mean Streets
Gold Answer:      [['Jon Avnet', 'John Polson', 'Michael Mann', 'Abel Ferrara', 'Michael Cimino', 'Neil Jordan', 'Rodrigo Cortés', 'Mark Steven Johnson', 'Tony Richardson', 'J. Lee Thompson', 'Tom Dey', 'James Mangold', 'Martin Scorsese', 'Robert De Niro', 'Jack Nicholson', 'Jerry Zaks', 'Quentin Tarantino', 'Jonathan Mostow', 'Barry Levinson', 'James Toback', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Jim Wilson', 'Jon Turteltaub', 'Neil Burger', 'Jules Dassin', 'Bernardo Bertolucci', 'Joel Schumacher', 'Stanley Donen', 'Justin Zackham', 'Ulu Grosbard', 'Brett Ratner', 'Cédric Kahn', 'Jonathan Sobol', "Pat O'Connor", 'Michael Radford', 'Franck Khalfoun', 'Gary McKendry', 'Paul Weitz', 'Jane Campion', 'Luc Besson', 'Spike Lee', 'David O. Russell', 'Ron Howard', 'Robert Altman', 'Kenneth Branagh', 'Penny Marshall', 'Michael Curtiz', 'Alan Parker', 'Sergio Leone', 'John D. Hancock', 'Paul Schrader', 'John McNaughton', 'Martin Brest', 'Wayne Wang', 'Peter Segal', 'Frank Oz', 'Paul Morrissey', 'Anthony Drazan', 'Paul Auster', 'John Curran', 'Elia Kazan', 'Brian De Palma', 'Philip Kaufman', 'Kirk Jones', 'Roland Joffé', 'Tony Scott', 'Nicolas Roeg', 'István Szabó', 'John Frankenheimer', 'Ettore Scola', 'John Barry', 'Terry Gilliam', 'Jay Roach', 'Brad Mirman', 'Harold Ramis', 'Johnnie To', 'Robert Rodriguez', 'Irwin Winkler', 'David Grovic', 'John Irvin']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Mean Streets --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Mean Streets --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   1.712295
Path Entropy(↓):  2.878942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the family
Start Entity:     The Family
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Family --[release_year]--> 2013 --[(INV) release_year]--> Love and Honor --[release_year]--> 2013
Path (Raw):       The Family --[release_year]--> 2013 --[(INV) release_year]--> Love and Honor --[release_year]--> 2013
Neg LogProb(↓):   3.262336
Path Entropy(↓):  4.677831
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did max evans write the story for
Start Entity:     Max Evans
Gold Answer:      [['The Hi-Lo Country']]
Predicted Ans:    The Hi-Lo Country
Predicted Path:   Max Evans --[(INV) written_by]--> The Hi-Lo Country --[written_by]--> Max Evans --[(INV) written_by]--> The Hi-Lo Country
Path (Raw):       Max Evans --[(INV) written_by]--> The Hi-Lo Country --[written_by]--> Max Evans --[(INV) written_by]--> The Hi-Lo Country
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of tony palmer written movies
Start Entity:     Tony Palmer
Gold Answer:      [['1971', '1980']]
Predicted Ans:    1971
Predicted Path:   Tony Palmer --[(INV) written_by]--> 200 Motels --[release_year]--> 1971
Path (Raw):       Tony Palmer --[No Operation]--> Tony Palmer --[(INV) written_by]--> 200 Motels --[release_year]--> 1971
Neg LogProb(↓):   0.001087
Path Entropy(↓):  0.008500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie loverboy
Start Entity:     Loverboy
Gold Answer:      [['Patrick Dempsey']]
Predicted Ans:    Patrick Dempsey
Predicted Path:   Loverboy --[starred_actors]--> Patrick Dempsey --[(INV) starred_actors]--> Can't Buy Me Love --[starred_actors]--> Patrick Dempsey
Path (Raw):       Loverboy --[starred_actors]--> Patrick Dempsey --[(INV) starred_actors]--> Can't Buy Me Love --[starred_actors]--> Patrick Dempsey
Neg LogProb(↓):   0.010749
Path Entropy(↓):  0.072047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by takashi nomura
Start Entity:     Takashi Nomura
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Takashi Nomura --[(INV) directed_by]--> A Colt Is My Passport --[in_language]--> Japanese
Path (Raw):       Takashi Nomura --[No Operation]--> Takashi Nomura --[(INV) directed_by]--> A Colt Is My Passport --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jason bloom
Start Entity:     Jason Bloom
Gold Answer:      [['Reese Witherspoon', 'Paul Rudd']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Jason Bloom --[(INV) directed_by]--> Overnight Delivery --[starred_actors]--> Reese Witherspoon
Path (Raw):       Jason Bloom --[No Operation]--> Jason Bloom --[(INV) directed_by]--> Overnight Delivery --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.046417
Path Entropy(↓):  0.188156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the girl in the red velvet swing director release
Start Entity:     The Girl in the Red Velvet Swing
Gold Answer:      [['1980', '1970', '1959', '2006', '1985', '1967', '1974', '1984', '1968', '1951', '1973', '1953', '1956', '1983', '1972', '1971', '2012', '1961', '1955', '2013', '1949', '1975', '1966', '1950', '1927', '1987', '1952', '1958']]
Predicted Ans:    1958
Predicted Path:   The Girl in the Red Velvet Swing --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> The Vikings --[release_year]--> 1958
Path (Raw):       The Girl in the Red Velvet Swing --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> The Vikings --[release_year]--> 1958
Neg LogProb(↓):   2.096678
Path Entropy(↓):  2.898696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the world is not enough director
Start Entity:     The World Is Not Enough
Gold Answer:      [['Music', 'Documentary', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The World Is Not Enough --[directed_by]--> Michael Apted --[(INV) directed_by]--> Critical Condition --[has_genre]--> Comedy
Path (Raw):       The World Is Not Enough --[directed_by]--> Michael Apted --[(INV) directed_by]--> Critical Condition --[has_genre]--> Comedy
Neg LogProb(↓):   0.949941
Path Entropy(↓):  1.472158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the enigma of kaspar hauser
Start Entity:     The Enigma of Kaspar Hauser
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Enigma of Kaspar Hauser --[starred_actors]--> Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[written_by]--> Werner Herzog
Path (Raw):       The Enigma of Kaspar Hauser --[starred_actors]--> Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[written_by]--> Werner Herzog
Neg LogProb(↓):   0.186668
Path Entropy(↓):  0.482795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote ten
Start Entity:     Ten
Gold Answer:      [['Dylan Neal', 'Juliette Binoche', 'Val Kilmer', 'Rin Takanashi', 'Tadashi Okuno', 'Farhad Kheradmand', 'Shohreh Aghdashloo', 'Mohsen Makhmalbaf', 'William Shimell']]
Predicted Ans:    Farhad Kheradmand
Predicted Path:   Ten --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[starred_actors]--> Farhad Kheradmand
Path (Raw):       Ten --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[starred_actors]--> Farhad Kheradmand
Neg LogProb(↓):   0.235962
Path Entropy(↓):  0.595584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the marriage of maria braun was directed by who
Start Entity:     The Marriage of Maria Braun
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   The Marriage of Maria Braun --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[directed_by]--> Rainer Werner Fassbinder
Path (Raw):       The Marriage of Maria Braun --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[directed_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.743197
Path Entropy(↓):  1.596621
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with crimes and misdemeanors
Start Entity:     Crimes and Misdemeanors
Gold Answer:      [['Zelig', "What's Up, Tiger Lily?", 'Play It Again, Sam', 'Melinda and Melinda', 'Mighty Aphrodite', 'Another Woman', 'Stardust Memories', 'September', 'Interiors', 'Take the Money and Run', 'Blue Jasmine', 'Radio Days', 'Hollywood Ending', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'Match Point', 'The Purple Rose of Cairo', 'New York Stories', 'Shadows and Fog', 'Deconstructing Harry', 'Love and Death', 'Manhattan', 'Annie Hall', 'To Rome with Love', 'Magic in the Moonlight', 'Husbands and Wives', 'Sleeper', "Don't Drink the Water", 'Sweet and Lowdown', 'Midnight in Paris', 'Scoop', 'Everyone Says I Love You', 'Alice', 'Bananas', 'Hannah and Her Sisters', 'Whatever Works', 'Anything Else', 'Vicky Cristina Barcelona', 'Celebrity', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks', "Cassandra's Dream", 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    Comedy
Predicted Path:   Crimes and Misdemeanors --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[has_genre]--> Comedy
Path (Raw):       Crimes and Misdemeanors --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[has_genre]--> Comedy
Neg LogProb(↓):   1.889428
Path Entropy(↓):  3.301411
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films directed by christophe barratier released
Start Entity:     Christophe Barratier
Gold Answer:      [['2008', '2004']]
Predicted Ans:    2004
Predicted Path:   Christophe Barratier --[(INV) directed_by]--> The Chorus --[release_year]--> 2004
Path (Raw):       Christophe Barratier --[No Operation]--> Christophe Barratier --[(INV) directed_by]--> The Chorus --[release_year]--> 2004
Neg LogProb(↓):   0.000994
Path Entropy(↓):  0.007922
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by shemar moore
Start Entity:     Shemar Moore
Gold Answer:      [['Gary Hardwick']]
Predicted Ans:    Gary Hardwick
Predicted Path:   Shemar Moore --[(INV) starred_actors]--> The Brothers --[directed_by]--> Gary Hardwick
Path (Raw):       Shemar Moore --[No Operation]--> Shemar Moore --[(INV) starred_actors]--> The Brothers --[directed_by]--> Gary Hardwick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did eddie marsan act in
Start Entity:     Eddie Marsan
Gold Answer:      [['The Disappearance of Alice Creed']]
Predicted Ans:    The Disappearance of Alice Creed
Predicted Path:   Eddie Marsan --[(INV) starred_actors]--> The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> The Disappearance of Alice Creed
Path (Raw):       Eddie Marsan --[(INV) starred_actors]--> The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> The Disappearance of Alice Creed
Neg LogProb(↓):   0.015766
Path Entropy(↓):  0.090131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in get crazy
Start Entity:     Get Crazy
Gold Answer:      [['Gail Edwards', 'Daniel Stern', 'Malcolm McDowell', 'Allen Garfield']]
Predicted Ans:    Malcolm McDowell
Predicted Path:   Get Crazy --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[starred_actors]--> Malcolm McDowell
Path (Raw):       Get Crazy --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.127490
Path Entropy(↓):  0.487217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to 3 ninjas
Start Entity:     3 Ninjas
Gold Answer:      [['jon turteltaub']]
Predicted Ans:    teresa palmer
Predicted Path:   3 Ninjas --[has_tags]--> jon turteltaub --[(INV) has_tags]--> The Sorcerer's Apprentice --[has_tags]--> teresa palmer
Path (Raw):       3 Ninjas --[has_tags]--> jon turteltaub --[(INV) has_tags]--> The Sorcerer's Apprentice --[has_tags]--> teresa palmer
Neg LogProb(↓):   0.763547
Path Entropy(↓):  1.024581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by nicholas meyer starred which actors
Start Entity:     Nicholas Meyer
Gold Answer:      [['Nicole Kidman', 'William Smith', 'Ben Kingsley', 'Victoria Vetri', 'Mary Steenburgen', 'David Warner', 'Penélope Cruz', 'Anitra Ford', 'Mikhail Baryshnikov', 'Gary Sinise', 'Robert Duvall', 'Patricia Clarkson', 'Dennis Hopper', 'Gene Hackman', 'Anthony Hopkins', 'Nicol Williamson', 'Malcolm McDowell', 'Alan Arkin']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Nicholas Meyer --[(INV) written_by]--> Elegy --[starred_actors]--> Ben Kingsley
Path (Raw):       Nicholas Meyer --[No Operation]--> Nicholas Meyer --[(INV) written_by]--> Elegy --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   1.162935
Path Entropy(↓):  1.534027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by mary rodgers fall under
Start Entity:     Mary Rodgers
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mary Rodgers --[(INV) written_by]--> Freaky Friday --[has_genre]--> Comedy
Path (Raw):       Mary Rodgers --[No Operation]--> Mary Rodgers --[(INV) written_by]--> Freaky Friday --[has_genre]--> Comedy
Neg LogProb(↓):   0.693280
Path Entropy(↓):  0.694468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by kundan shah starred who
Start Entity:     Kundan Shah
Gold Answer:      [['Deepak Tijori', 'Shah Rukh Khan']]
Predicted Ans:    Shah Rukh Khan
Predicted Path:   Kundan Shah --[(INV) written_by]--> Kabhi Haan Kabhi Naa --[starred_actors]--> Shah Rukh Khan
Path (Raw):       Kundan Shah --[No Operation]--> Kundan Shah --[(INV) written_by]--> Kabhi Haan Kabhi Naa --[starred_actors]--> Shah Rukh Khan
Neg LogProb(↓):   0.000077
Path Entropy(↓):  0.000812
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of date and switch
Start Entity:     Date and Switch
Gold Answer:      [['Chris Nelson']]
Predicted Ans:    Chris Nelson
Predicted Path:   Date and Switch --[directed_by]--> Chris Nelson --[(INV) directed_by]--> Date and Switch --[directed_by]--> Chris Nelson
Path (Raw):       Date and Switch --[directed_by]--> Chris Nelson --[(INV) directed_by]--> Date and Switch --[directed_by]--> Chris Nelson
Neg LogProb(↓):   0.000589
Path Entropy(↓):  0.004967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in author! author!
Start Entity:     Author! Author!
Gold Answer:      [['Norwegian', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Author! Author! --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Path (Raw):       Author! Author! --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.107653
Path Entropy(↓):  0.423012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed big jake
Start Entity:     Big Jake
Gold Answer:      [['George Sherman', 'John Wayne']]
Predicted Ans:    John Wayne
Predicted Path:   Big Jake --[directed_by]--> John Wayne --[(INV) directed_by]--> Blood Alley --[directed_by]--> John Wayne
Path (Raw):       Big Jake --[directed_by]--> John Wayne --[(INV) directed_by]--> Blood Alley --[directed_by]--> John Wayne
Neg LogProb(↓):   0.090979
Path Entropy(↓):  0.347464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of ashani sanket
Start Entity:     Ashani Sanket
Gold Answer:      [['English', 'Bengali']]
Predicted Ans:    Bengali
Predicted Path:   Ashani Sanket --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[in_language]--> Bengali
Path (Raw):       Ashani Sanket --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[in_language]--> Bengali
Neg LogProb(↓):   0.188115
Path Entropy(↓):  0.463849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of seven beauties starred who
Start Entity:     Seven Beauties
Gold Answer:      [['Madonna', 'Paolo Villaggio', 'Giancarlo Giannini', 'Mariangela Melato', 'Bruce Greenwood']]
Predicted Ans:    Giancarlo Giannini
Predicted Path:   Seven Beauties --[directed_by]--> Lina Wertmüller --[(INV) directed_by]--> Seven Beauties --[starred_actors]--> Giancarlo Giannini
Path (Raw):       Seven Beauties --[directed_by]--> Lina Wertmüller --[(INV) directed_by]--> Seven Beauties --[starred_actors]--> Giancarlo Giannini
Neg LogProb(↓):   0.488098
Path Entropy(↓):  0.951427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with googie withers
Start Entity:     Googie Withers
Gold Answer:      [['Richard Widmark', 'John Simm', 'Glynis Johns', 'Gene Tierney', 'Christina Ricci', 'Jessica Lange', 'Robert De Niro', 'John Hurt', 'Mervyn Johns', 'Kyle MacLachlan', 'Griffith Jones']]
Predicted Ans:    John Hurt
Predicted Path:   Googie Withers --[(INV) starred_actors]--> Miranda --[starred_actors]--> John Hurt
Path (Raw):       Googie Withers --[No Operation]--> Googie Withers --[(INV) starred_actors]--> Miranda --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.482640
Path Entropy(↓):  1.179570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is the iceman cometh about
Start Entity:     The Iceman Cometh
Gold Answer:      [['john frankenheimer']]
Predicted Ans:    john frankenheimer
Predicted Path:   The Iceman Cometh --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Path (Raw):       The Iceman Cometh --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Neg LogProb(↓):   0.452222
Path Entropy(↓):  0.822844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was pirjo honkasalo the writer of
Start Entity:     Pirjo Honkasalo
Gold Answer:      [['Concrete Night']]
Predicted Ans:    Fire-Eater
Predicted Path:   Pirjo Honkasalo --[(INV) written_by]--> Concrete Night --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater
Path (Raw):       Pirjo Honkasalo --[(INV) written_by]--> Concrete Night --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater
Neg LogProb(↓):   0.099434
Path Entropy(↓):  0.384725
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies written by marjane satrapi
Start Entity:     Marjane Satrapi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marjane Satrapi --[(INV) written_by]--> Chicken with Plums --[has_genre]--> Drama
Path (Raw):       Marjane Satrapi --[No Operation]--> Marjane Satrapi --[(INV) written_by]--> Chicken with Plums --[has_genre]--> Drama
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of charles nelson reilly acted films
Start Entity:     Charles Nelson Reilly
Gold Answer:      [['2006', '1994']]
Predicted Ans:    1994
Predicted Path:   Charles Nelson Reilly --[(INV) starred_actors]--> A Troll in Central Park --[release_year]--> 1994
Path (Raw):       Charles Nelson Reilly --[No Operation]--> Charles Nelson Reilly --[(INV) starred_actors]--> A Troll in Central Park --[release_year]--> 1994
Neg LogProb(↓):   0.001070
Path Entropy(↓):  0.008403
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor edmund purdom is a co - star of who
Start Entity:     Edmund Purdom
Gold Answer:      [['Louis Calhern', 'Christopher George', 'Frank Braña', 'Lana Turner']]
Predicted Ans:    Lana Turner
Predicted Path:   Edmund Purdom --[(INV) starred_actors]--> The Prodigal --[starred_actors]--> Lana Turner
Path (Raw):       Edmund Purdom --[No Operation]--> Edmund Purdom --[(INV) starred_actors]--> The Prodigal --[starred_actors]--> Lana Turner
Neg LogProb(↓):   0.039525
Path Entropy(↓):  0.175237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter alan parker
Start Entity:     Alan Parker
Gold Answer:      [['Jonathan Pryce', 'Matthew Broderick', 'Robert Carlyle', 'Joe Breen', 'Emily Watson', 'Lisa Bonet', 'Ciaran Owens', 'Mickey Rourke', 'Madonna', 'Antonio Banderas', 'Dennis Quaid', 'Tamlyn Tomita', 'Jodie Foster', 'Anthony Hopkins', 'Robert De Niro', 'Scott Baio', 'Bridget Fonda', 'John Cusack']]
Predicted Ans:    Jodie Foster
Predicted Path:   Alan Parker --[(INV) written_by]--> Bugsy Malone --[starred_actors]--> Jodie Foster
Path (Raw):       Alan Parker --[No Operation]--> Alan Parker --[(INV) written_by]--> Bugsy Malone --[starred_actors]--> Jodie Foster
Neg LogProb(↓):   0.176231
Path Entropy(↓):  0.680250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in doomsday prophecy also appears in which films
Start Entity:     Doomsday Prophecy
Gold Answer:      [['The Box']]
Predicted Ans:    The Box
Predicted Path:   Doomsday Prophecy --[starred_actors]--> A.J. Buckley --[(INV) starred_actors]--> The Box
Path (Raw):       Doomsday Prophecy --[starred_actors]--> A.J. Buckley --[No Operation]--> A.J. Buckley --[(INV) starred_actors]--> The Box
Neg LogProb(↓):   0.040774
Path Entropy(↓):  0.205072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie caro diario were in which languages
Start Entity:     Caro diario
Gold Answer:      [['French', 'Latin', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Caro diario --[directed_by]--> Nanni Moretti --[(INV) directed_by]--> The Caiman --[in_language]--> Italian
Path (Raw):       Caro diario --[directed_by]--> Nanni Moretti --[(INV) directed_by]--> The Caiman --[in_language]--> Italian
Neg LogProb(↓):   0.626170
Path Entropy(↓):  1.013077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does janet league appear in
Start Entity:     Janet League
Gold Answer:      [['The Spook Who Sat by the Door']]
Predicted Ans:    The Spook Who Sat by the Door
Predicted Path:   Janet League --[(INV) starred_actors]--> The Spook Who Sat by the Door --[starred_actors]--> Lawrence Cook --[(INV) starred_actors]--> The Spook Who Sat by the Door
Path (Raw):       Janet League --[(INV) starred_actors]--> The Spook Who Sat by the Door --[starred_actors]--> Lawrence Cook --[(INV) starred_actors]--> The Spook Who Sat by the Door
Neg LogProb(↓):   0.011945
Path Entropy(↓):  0.067204
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of you will meet a tall dark stranger
Start Entity:     You Will Meet a Tall Dark Stranger
Gold Answer:      [['The Human Stain', 'Surviving Picasso', 'Fracture', 'Slipstream', 'Proof', 'The Lion in Winter', 'Magic', 'Meet Joe Black', 'Amistad', 'Instinct', 'Bad Company', 'Nixon', 'Legends of the Fall', 'Titus', 'The Winslow Boy', 'August', 'Freejack', 'The Elephant Man', 'Hamlet', "The World's Fastest Indian", 'Thor', 'Noah', 'Hearts in Atlantis', 'The Road to Wellville', 'Beowulf', 'The Remains of the Day', 'Red Dragon', 'Desperate Hours', 'Hitchcock', 'Hannibal', "All the King's Men", 'The Edge', 'Audrey Rose', 'The Rite', 'The Bounty', 'Shirley Valentine', 'Paradise Road']]
Predicted Ans:    Hamlet
Predicted Path:   You Will Meet a Tall Dark Stranger --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Path (Raw):       You Will Meet a Tall Dark Stranger --[starred_actors]--> Anthony Hopkins --[No Operation]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   1.665509
Path Entropy(↓):  2.538858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by theodoros angelopoulos in
Start Entity:     Theodoros Angelopoulos
Gold Answer:      [['Drama', 'History']]
Predicted Ans:    Drama
Predicted Path:   Theodoros Angelopoulos --[(INV) directed_by]--> The Dust of Time --[has_genre]--> Drama
Path (Raw):       Theodoros Angelopoulos --[No Operation]--> Theodoros Angelopoulos --[(INV) directed_by]--> The Dust of Time --[has_genre]--> Drama
Neg LogProb(↓):   0.121206
Path Entropy(↓):  0.424824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was shinji aramaki the director for
Start Entity:     Shinji Aramaki
Gold Answer:      [['Appleseed', 'Halo Legends']]
Predicted Ans:    Halo Legends
Predicted Path:   Shinji Aramaki --[(INV) directed_by]--> Halo Legends --[directed_by]--> Frank O'Connor --[(INV) directed_by]--> Halo Legends
Path (Raw):       Shinji Aramaki --[(INV) directed_by]--> Halo Legends --[directed_by]--> Frank O'Connor --[(INV) directed_by]--> Halo Legends
Neg LogProb(↓):   0.104909
Path Entropy(↓):  0.402537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by fred parnes
Start Entity:     Fred Parnes
Gold Answer:      [['Andrew Wagner']]
Predicted Ans:    Andrew Wagner
Predicted Path:   Fred Parnes --[(INV) written_by]--> Starting Out in the Evening --[directed_by]--> Andrew Wagner
Path (Raw):       Fred Parnes --[No Operation]--> Fred Parnes --[(INV) written_by]--> Starting Out in the Evening --[directed_by]--> Andrew Wagner
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by home actors
Start Entity:     Home
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Home --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[has_genre]--> Drama
Path (Raw):       Home --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[has_genre]--> Drama
Neg LogProb(↓):   0.950761
Path Entropy(↓):  1.744600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of monsieur batignole
Start Entity:     Monsieur Batignole
Gold Answer:      [['Gérard Jugnot']]
Predicted Ans:    Gérard Jugnot
Predicted Path:   Monsieur Batignole --[directed_by]--> Gérard Jugnot --[(INV) directed_by]--> Monsieur Batignole --[directed_by]--> Gérard Jugnot
Path (Raw):       Monsieur Batignole --[directed_by]--> Gérard Jugnot --[(INV) directed_by]--> Monsieur Batignole --[directed_by]--> Gérard Jugnot
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by edgar wallace starred which actors
Start Entity:     Edgar Wallace
Gold Answer:      [['Adrien Brody', 'Charles Grodin', 'Naomi Watts', 'Robert Armstrong', 'Fay Wray', 'Jack Black', 'Bruce Cabot', 'Jessica Lange', 'Jeff Bridges']]
Predicted Ans:    Adrien Brody
Predicted Path:   Edgar Wallace --[(INV) written_by]--> King Kong --[starred_actors]--> Adrien Brody
Path (Raw):       Edgar Wallace --[No Operation]--> Edgar Wallace --[(INV) written_by]--> King Kong --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   1.720416
Path Entropy(↓):  2.407252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was rowland brown the director of
Start Entity:     Rowland Brown
Gold Answer:      [["Hell's Highway"]]
Predicted Ans:    Hell's Highway
Predicted Path:   Rowland Brown --[(INV) directed_by]--> Hell's Highway --[directed_by]--> Rowland Brown --[(INV) directed_by]--> Hell's Highway
Path (Raw):       Rowland Brown --[(INV) directed_by]--> Hell's Highway --[directed_by]--> Rowland Brown --[(INV) directed_by]--> Hell's Highway
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Eiko koike appears in which movies
Start Entity:     Eiko Koike
Gold Answer:      [['2LDK']]
Predicted Ans:    2LDK
Predicted Path:   Eiko Koike --[(INV) starred_actors]--> 2LDK --[starred_actors]--> Eiko Koike --[(INV) starred_actors]--> 2LDK
Path (Raw):       Eiko Koike --[(INV) starred_actors]--> 2LDK --[starred_actors]--> Eiko Koike --[(INV) starred_actors]--> 2LDK
Neg LogProb(↓):   0.019486
Path Entropy(↓):  0.095292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie ghostbusters
Start Entity:     Ghostbusters
Gold Answer:      [['Kevin Wade', 'Ivan Reitman', 'Elizabeth Meriwether', 'Don Jakoby', 'Chris Conrad', 'Michael Browning', 'David Weissman', 'David Diamond', 'Gary Ross', 'Harold Ramis']]
Predicted Ans:    Kevin Wade
Predicted Path:   Ghostbusters --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[written_by]--> Kevin Wade
Path (Raw):       Ghostbusters --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[written_by]--> Kevin Wade
Neg LogProb(↓):   0.461527
Path Entropy(↓):  1.137891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of kings of the sun
Start Entity:     Kings of the Sun
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Kings of the Sun --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[in_language]--> German
Path (Raw):       Kings of the Sun --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[in_language]--> German
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with medea
Start Entity:     Medea
Gold Answer:      [['Melancholia', 'The Trojan Women', 'Europa', 'The Hawks and the Sparrows', 'The Decameron', 'Teorema', 'Epidemic', 'La rabbia', 'Antichrist', 'The Element of Crime', 'Dancer in the Dark', 'Dogville', 'Salò, or the 120 Days of Sodom', 'Mamma Roma', 'Dear Wendy', 'Love Meetings', 'The Canterbury Tales', 'Oedipus Rex', 'Arabian Nights', 'Vampyr', 'The Gospel According to St. Matthew', 'The Passion of Joan of Arc', 'Master of the House', 'The Idiots', 'The Five Obstructions', 'Accattone', 'The Boss of It All', 'Ro.Go.Pa.G.', 'Breaking the Waves', 'Gertrud', 'Manderlay']]
Predicted Ans:    Medea
Predicted Path:   Medea --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea
Path (Raw):       Medea --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[No Operation]--> Medea
Neg LogProb(↓):   0.758450
Path Entropy(↓):  1.703888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of steel magnolias
Start Entity:     Steel Magnolias
Gold Answer:      [['Peter Howitt', 'Michael Hoffman', 'Robert Harling']]
Predicted Ans:    Peter Howitt
Predicted Path:   Steel Magnolias --[written_by]--> Robert Harling --[(INV) written_by]--> Laws of Attraction --[directed_by]--> Peter Howitt
Path (Raw):       Steel Magnolias --[written_by]--> Robert Harling --[(INV) written_by]--> Laws of Attraction --[directed_by]--> Peter Howitt
Neg LogProb(↓):   0.019534
Path Entropy(↓):  0.112264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was ed montgomery a writer on
Start Entity:     Ed Montgomery
Gold Answer:      [['I Want to Live!']]
Predicted Ans:    I Want to Live!
Predicted Path:   Ed Montgomery --[(INV) written_by]--> I Want to Live! --[written_by]--> Barbara Graham --[(INV) written_by]--> I Want to Live!
Path (Raw):       Ed Montgomery --[(INV) written_by]--> I Want to Live! --[written_by]--> Barbara Graham --[(INV) written_by]--> I Want to Live!
Neg LogProb(↓):   0.371579
Path Entropy(↓):  0.652265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by russell hunter
Start Entity:     Russell Hunter
Gold Answer:      [['Peter Medak']]
Predicted Ans:    Peter Medak
Predicted Path:   Russell Hunter --[(INV) written_by]--> The Changeling --[directed_by]--> Peter Medak
Path (Raw):       Russell Hunter --[No Operation]--> Russell Hunter --[(INV) written_by]--> The Changeling --[directed_by]--> Peter Medak
Neg LogProb(↓):   0.002580
Path Entropy(↓):  0.017935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the grassroots director
Start Entity:     Grassroots
Gold Answer:      [['Stephen Gyllenhaal', 'Naomi Foner', 'Graham Swift', 'Mary McGarry Morris', 'Seth Margolis', 'Peter Dexter']]
Predicted Ans:    Stephen Gyllenhaal
Predicted Path:   Grassroots --[directed_by]--> Stephen Gyllenhaal --[(INV) directed_by]--> Homegrown --[written_by]--> Stephen Gyllenhaal
Path (Raw):       Grassroots --[directed_by]--> Stephen Gyllenhaal --[(INV) directed_by]--> Homegrown --[written_by]--> Stephen Gyllenhaal
Neg LogProb(↓):   0.785965
Path Entropy(↓):  1.281502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film venom were in which languages
Start Entity:     Venom
Gold Answer:      [['English', 'Italian', 'German', 'Russian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Venom --[starred_actors]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Path (Raw):       Venom --[starred_actors]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.084315
Path Entropy(↓):  2.111186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in fantasia
Start Entity:     Fantasia
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fantasia --[starred_actors]--> Leopold Stokowski --[(INV) starred_actors]--> One Hundred Men and a Girl --[has_genre]--> Comedy
Path (Raw):       Fantasia --[starred_actors]--> Leopold Stokowski --[(INV) starred_actors]--> One Hundred Men and a Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.000100
Path Entropy(↓):  0.001084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the haunting
Start Entity:     The Haunting
Gold Answer:      [['George C. Scott', 'Susan Hayward', 'Theodore Bikel', 'Simon Oakland', "Erin O'Brien", 'Walter Matthau', 'Felicia Farr', 'Andy Griffith']]
Predicted Ans:    Liam Neeson
Predicted Path:   The Haunting --[written_by]--> Nelson Gidding --[(INV) written_by]--> The Haunting --[starred_actors]--> Liam Neeson
Path (Raw):       The Haunting --[written_by]--> Nelson Gidding --[(INV) written_by]--> The Haunting --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.011818
Path Entropy(↓):  0.080372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by deanna durbin were directed by who
Start Entity:     Deanna Durbin
Gold Answer:      [['Matteo Garrone', 'Robert Siodmak', 'Frank Ryan', 'Irving Pichel', 'Henry Koster', 'Charles David']]
Predicted Ans:    Henry Koster
Predicted Path:   Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[directed_by]--> Henry Koster
Path (Raw):       Deanna Durbin --[No Operation]--> Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.190820
Path Entropy(↓):  0.609423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by lilli palmer
Start Entity:     Lilli Palmer
Gold Answer:      [['George Seaton', 'Robert Rossen', 'Roy Boulting', 'Reginald Beck', 'Anthony Bushell', 'Maurice Elvey', 'Franklin J. Schaffner']]
Predicted Ans:    Maurice Elvey
Predicted Path:   Lilli Palmer --[(INV) starred_actors]--> Beware of Pity --[directed_by]--> Maurice Elvey
Path (Raw):       Lilli Palmer --[No Operation]--> Lilli Palmer --[(INV) starred_actors]--> Beware of Pity --[directed_by]--> Maurice Elvey
Neg LogProb(↓):   0.960984
Path Entropy(↓):  1.262947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in jewel robbery
Start Entity:     Jewel Robbery
Gold Answer:      [['1944', '1936', '1935', '1941', '1939', '1933', '1957', '1947', '1932', '1931', '1940', '1942', '2002', '1955', '1934', '1945', '1937', '1986', '1928', '1930']]
Predicted Ans:    1942
Predicted Path:   Jewel Robbery --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[release_year]--> 1942
Path (Raw):       Jewel Robbery --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[release_year]--> 1942
Neg LogProb(↓):   1.291717
Path Entropy(↓):  2.566800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in house of frankenstein
Start Entity:     House of Frankenstein
Gold Answer:      [['John Carradine', 'Boris Karloff']]
Predicted Ans:    Boris Karloff
Predicted Path:   House of Frankenstein --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[starred_actors]--> Boris Karloff
Path (Raw):       House of Frankenstein --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   0.593659
Path Entropy(↓):  1.514404
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie dreamscape
Start Entity:     Dreamscape
Gold Answer:      [['1976', '1988', '1939', '1948', '2009', '2008', '1990', '1993', '1973', '2011', '1958', '2013']]
Predicted Ans:    1990
Predicted Path:   Dreamscape --[written_by]--> David Loughery --[(INV) written_by]--> Flashback --[release_year]--> 1990
Path (Raw):       Dreamscape --[written_by]--> David Loughery --[(INV) written_by]--> Flashback --[release_year]--> 1990
Neg LogProb(↓):   0.214512
Path Entropy(↓):  0.603380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by john c. reilly
Start Entity:     John C. Reilly
Gold Answer:      [['Marc Norman', 'Jeff Baena', 'Paul Thomas Anderson', 'Ernest K. Gann', 'Roman Polanski', 'Rich Moore', 'Jim Reardon', 'Jennifer Lee', 'Yasmina Reza', 'Will Ferrell', 'Phil Johnston', 'Gregory Jacobs', 'Adam McKay', 'Steven Soderbergh', 'Daniel Goldin', 'Shane Acker', 'Hideo Nakata', 'Pamela Pettler', 'John Logan', 'Mark Duplass', 'Delphine Gleize', 'Sebastian Junger']]
Predicted Ans:    John C. Reilly
Predicted Path:   John C. Reilly --[(INV) written_by]--> Step Brothers --[written_by]--> John C. Reilly
Path (Raw):       John C. Reilly --[No Operation]--> John C. Reilly --[(INV) written_by]--> Step Brothers --[written_by]--> John C. Reilly
Neg LogProb(↓):   0.390991
Path Entropy(↓):  0.968763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of napoleon and samantha
Start Entity:     Napoleon and Samantha
Gold Answer:      [['Stewart Raffill']]
Predicted Ans:    Stewart Raffill
Predicted Path:   Napoleon and Samantha --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[directed_by]--> Stewart Raffill
Path (Raw):       Napoleon and Samantha --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[directed_by]--> Stewart Raffill
Neg LogProb(↓):   0.017599
Path Entropy(↓):  0.102463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed sour grapes
Start Entity:     Sour Grapes
Gold Answer:      [['Larry David']]
Predicted Ans:    Larry David
Predicted Path:   Sour Grapes --[directed_by]--> Larry David --[(INV) directed_by]--> Sour Grapes --[directed_by]--> Larry David
Path (Raw):       Sour Grapes --[directed_by]--> Larry David --[(INV) directed_by]--> Sour Grapes --[directed_by]--> Larry David
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does mary kay place star in
Start Entity:     Mary Kay Place
Gold Answer:      [['Captain Ron', 'Eye of God']]
Predicted Ans:    Captain Ron
Predicted Path:   Mary Kay Place --[(INV) starred_actors]--> Captain Ron --[starred_actors]--> Martin Short --[(INV) starred_actors]--> Captain Ron
Path (Raw):       Mary Kay Place --[(INV) starred_actors]--> Captain Ron --[starred_actors]--> Martin Short --[(INV) starred_actors]--> Captain Ron
Neg LogProb(↓):   0.328786
Path Entropy(↓):  0.950423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of skin deep
Start Entity:     Skin Deep
Gold Answer:      [['Stay Tuned', 'They All Laughed', 'Problem Child 2', 'Hero at Large', 'Real Men', 'Panic', 'Dead Husbands', "Clifford's Really Big Movie", 'Sling Blade', 'Problem Child', 'Americathon']]
Predicted Ans:    Sling Blade
Predicted Path:   Skin Deep --[starred_actors]--> John Ritter --[(INV) starred_actors]--> Sling Blade
Path (Raw):       Skin Deep --[starred_actors]--> John Ritter --[No Operation]--> John Ritter --[(INV) starred_actors]--> Sling Blade
Neg LogProb(↓):   0.423144
Path Entropy(↓):  0.920635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of tremors
Start Entity:     Tremors
Gold Answer:      [['Bill Paxton', 'Eddie Murphy', 'Robert Downey Jr.', 'Geena Davis', 'Michael Keaton', 'Terry Moore', 'Ben Johnson', 'Robert Armstrong', 'Bonnie Bedelia', 'Bruno Kirby', 'Patricia Wettig', 'Christopher Reeve', 'Daniel Stern', 'Billy Crystal', 'Charlize Theron']]
Predicted Ans:    Michael Keaton
Predicted Path:   Tremors --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[starred_actors]--> Michael Keaton
Path (Raw):       Tremors --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   0.566810
Path Entropy(↓):  0.991045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the old dark house
Start Entity:     The Old Dark House
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Old Dark House --[directed_by]--> James Whale --[(INV) directed_by]--> Frankenstein --[in_language]--> English
Path (Raw):       The Old Dark House --[directed_by]--> James Whale --[(INV) directed_by]--> Frankenstein --[in_language]--> English
Neg LogProb(↓):   0.699083
Path Entropy(↓):  0.733306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote dirty pictures
Start Entity:     Dirty Pictures
Gold Answer:      [['Ilene Chaiken']]
Predicted Ans:    Ilene Chaiken
Predicted Path:   Dirty Pictures --[written_by]--> Ilene Chaiken --[(INV) written_by]--> Dirty Pictures --[written_by]--> Ilene Chaiken
Path (Raw):       Dirty Pictures --[written_by]--> Ilene Chaiken --[(INV) written_by]--> Dirty Pictures --[written_by]--> Ilene Chaiken
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of bob dylan written movies
Start Entity:     Bob Dylan
Gold Answer:      [['Larry Charles']]
Predicted Ans:    bob dylan
Predicted Path:   Bob Dylan --[(INV) starred_actors]--> Dont Look Back --[has_tags]--> bob dylan
Path (Raw):       Bob Dylan --[No Operation]--> Bob Dylan --[(INV) starred_actors]--> Dont Look Back --[has_tags]--> bob dylan
Neg LogProb(↓):   0.736999
Path Entropy(↓):  1.062575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie hunting and gathering are directed by who
Start Entity:     Hunting and Gathering
Gold Answer:      [['Michel Gondry', 'Ron Howard', 'Don McKellar', 'Pierre Salvadori', 'Pascale Bailly', 'Anne Fontaine', 'Massy Tadjedin', 'Christian Carion', 'Laetitia Colombani']]
Predicted Ans:    Ron Howard
Predicted Path:   Hunting and Gathering --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[directed_by]--> Ron Howard
Path (Raw):       Hunting and Gathering --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[directed_by]--> Ron Howard
Neg LogProb(↓):   0.409802
Path Entropy(↓):  0.724694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by lynne littman
Start Entity:     Lynne Littman
Gold Answer:      [['John Sacret Young', 'Carol Amen']]
Predicted Ans:    John Sacret Young
Predicted Path:   Lynne Littman --[(INV) directed_by]--> Testament --[written_by]--> John Sacret Young
Path (Raw):       Lynne Littman --[No Operation]--> Lynne Littman --[(INV) directed_by]--> Testament --[written_by]--> John Sacret Young
Neg LogProb(↓):   0.461169
Path Entropy(↓):  0.698594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of can - can
Start Entity:     Can-Can
Gold Answer:      [['Richard Quine', 'Rouben Mamoulian', 'Carol Reed', 'Lewis Milestone', 'Billy Wilder', 'Henry Hathaway', 'Barbet Schroeder', 'Stanley Donen', 'David Swift', 'Frank Lloyd', 'Joseph L. Mankiewicz', 'Gene Saks', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Can-Can --[written_by]--> Abe Burrows --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Can-Can --[written_by]--> Abe Burrows --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.245897
Path Entropy(↓):  0.582634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed psycho ii
Start Entity:     Psycho II
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Psycho II --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Psycho II --[has_genre]--> Horror
Path (Raw):       Psycho II --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Psycho II --[has_genre]--> Horror
Neg LogProb(↓):   0.367215
Path Entropy(↓):  0.660306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of waltz with bashir
Start Entity:     Waltz with Bashir
Gold Answer:      [['Documentary', 'Animation']]
Predicted Ans:    Documentary
Predicted Path:   Waltz with Bashir --[written_by]--> Ari Folman --[(INV) written_by]--> Waltz with Bashir --[has_genre]--> Documentary
Path (Raw):       Waltz with Bashir --[written_by]--> Ari Folman --[(INV) written_by]--> Waltz with Bashir --[has_genre]--> Documentary
Neg LogProb(↓):   0.512536
Path Entropy(↓):  0.673425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the defiant ones fall under
Start Entity:     The Defiant Ones
Gold Answer:      [['Drama', 'Music', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   The Defiant Ones --[written_by]--> Nedrick Young --[(INV) written_by]--> Jailhouse Rock --[has_genre]--> Drama
Path (Raw):       The Defiant Ones --[written_by]--> Nedrick Young --[(INV) written_by]--> Jailhouse Rock --[has_genre]--> Drama
Neg LogProb(↓):   0.477867
Path Entropy(↓):  1.111369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed ceremony
Start Entity:     Ceremony
Gold Answer:      [['Max Winkler']]
Predicted Ans:    Max Winkler
Predicted Path:   Ceremony --[directed_by]--> Max Winkler --[(INV) directed_by]--> Ceremony --[directed_by]--> Max Winkler
Path (Raw):       Ceremony --[directed_by]--> Max Winkler --[(INV) directed_by]--> Ceremony --[directed_by]--> Max Winkler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie zeisters were in which genres
Start Entity:     Zeisters
Gold Answer:      [['Drama', 'Documentary', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Zeisters --[starred_actors]--> Joan Allen --[(INV) starred_actors]--> Searching for Bobby Fischer --[has_genre]--> Drama
Path (Raw):       Zeisters --[starred_actors]--> Joan Allen --[(INV) starred_actors]--> Searching for Bobby Fischer --[has_genre]--> Drama
Neg LogProb(↓):   0.001624
Path Entropy(↓):  0.014019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by now you see him, now you don't actors
Start Entity:     Now You See Him, Now You Don't
Gold Answer:      [['Ted Berman', 'Gregory Widen', 'Don Handfield', 'Ron Shelton', 'Eric Heisserer', 'Leon Piedmont', 'Robert Towne', 'Quentin Tarantino', 'David Webb Peoples', 'Daniel P. Mannix', 'Jonathan Mostow', 'Mateo Gil', 'Roland Emmerich', 'Thom Eberhardt', 'John Dwyer', 'Kurt Russell', 'John Katzenbach', 'Paul Gallico', 'John Carpenter', 'Debra Hill', 'Robert Schooley', 'James Ellroy', 'Bill Lancaster', 'Robert Zemeckis', 'Bob Gale', 'Cameron Crowe', 'Kevin Jarre', 'Jonathan Sobol', 'Alejandro Amenábar', 'Dean Devlin', 'Robert Rodriguez', 'Mark McCorkle', 'Nick Castle', 'Paul Hernandez']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Now You See Him, Now You Don't --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse --[written_by]--> Robert Rodriguez
Path (Raw):       Now You See Him, Now You Don't --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse --[written_by]--> Robert Rodriguez
Neg LogProb(↓):   0.881775
Path Entropy(↓):  1.572964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the makioka sisters
Start Entity:     The Makioka Sisters
Gold Answer:      [['Keanu Reeves', 'Hiroyuki Sanada', 'Eiji Funakoshi', 'Kazuo Hasegawa']]
Predicted Ans:    Keanu Reeves
Predicted Path:   The Makioka Sisters --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Path (Raw):       The Makioka Sisters --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.002860
Path Entropy(↓):  0.020666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the hot rock
Start Entity:     The Hot Rock
Gold Answer:      [['William Goldman', 'Donald E. Westlake']]
Predicted Ans:    William Goldman
Predicted Path:   The Hot Rock --[written_by]--> William Goldman --[(INV) written_by]--> Year of the Comet --[written_by]--> William Goldman
Path (Raw):       The Hot Rock --[written_by]--> William Goldman --[(INV) written_by]--> Year of the Comet --[written_by]--> William Goldman
Neg LogProb(↓):   1.132338
Path Entropy(↓):  1.837720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of busting
Start Entity:     Busting
Gold Answer:      [['1983', '2009', '1990', '1984', '1981', '1956']]
Predicted Ans:    1983
Predicted Path:   Busting --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[release_year]--> 1983
Path (Raw):       Busting --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[release_year]--> 1983
Neg LogProb(↓):   0.685362
Path Entropy(↓):  1.208637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the lured director release
Start Entity:     Lured
Gold Answer:      [['1934', '1949', '1948', '1954', '1957', '1959', '1953', '1955', '1958', '1956']]
Predicted Ans:    1956
Predicted Path:   Lured --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> Written on the Wind --[release_year]--> 1956
Path (Raw):       Lured --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> Written on the Wind --[release_year]--> 1956
Neg LogProb(↓):   0.866112
Path Entropy(↓):  1.898602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed 102 dalmatians
Start Entity:     102 Dalmatians
Gold Answer:      [['Adventure', 'Fantasy', 'Animation', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   102 Dalmatians --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[has_genre]--> Adventure
Path (Raw):       102 Dalmatians --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[has_genre]--> Adventure
Neg LogProb(↓):   0.169883
Path Entropy(↓):  0.449905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by free zone actors release
Start Entity:     Free Zone
Gold Answer:      [['2000', '2009', '2008', '1990', '2005', '2010', '2004', '2006', '2014', '2011', '2007']]
Predicted Ans:    2009
Predicted Path:   Free Zone --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[release_year]--> 2009
Path (Raw):       Free Zone --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[release_year]--> 2009
Neg LogProb(↓):   0.520909
Path Entropy(↓):  0.704936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did dan mazeau write the story for
Start Entity:     Dan Mazeau
Gold Answer:      [['Wrath of the Titans']]
Predicted Ans:    Wrath of the Titans
Predicted Path:   Dan Mazeau --[(INV) written_by]--> Wrath of the Titans --[written_by]--> Dan Mazeau --[(INV) written_by]--> Wrath of the Titans
Path (Raw):       Dan Mazeau --[(INV) written_by]--> Wrath of the Titans --[written_by]--> Dan Mazeau --[(INV) written_by]--> Wrath of the Titans
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by john crowther
Start Entity:     John Crowther
Gold Answer:      [['Charles Bronson']]
Predicted Ans:    Charles Bronson
Predicted Path:   John Crowther --[(INV) written_by]--> The Evil That Men Do --[starred_actors]--> Charles Bronson
Path (Raw):       John Crowther --[No Operation]--> John Crowther --[(INV) written_by]--> The Evil That Men Do --[starred_actors]--> Charles Bronson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by simon moore fall under
Start Entity:     Simon Moore
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Simon Moore --[(INV) written_by]--> Under Suspicion --[has_genre]--> Drama
Path (Raw):       Simon Moore --[No Operation]--> Simon Moore --[(INV) written_by]--> Under Suspicion --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with fritz rotter
Start Entity:     Fritz Rotter
Gold Answer:      [["Charles O'Neal"]]
Predicted Ans:    Charles O'Neal
Predicted Path:   Fritz Rotter --[(INV) written_by]--> Something in the Wind --[written_by]--> Charles O'Neal
Path (Raw):       Fritz Rotter --[No Operation]--> Fritz Rotter --[(INV) written_by]--> Something in the Wind --[written_by]--> Charles O'Neal
Neg LogProb(↓):   0.056809
Path Entropy(↓):  0.213624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of biker boyz
Start Entity:     Biker Boyz
Gold Answer:      [['Primeval', 'Armored', 'Blood Diamond', 'Antwone Fisher', 'Push', 'Baggage Claim', 'The Tuskegee Airmen', 'King of New York', 'The Matrix', 'Othello', 'Enemies Closer', 'Amistad', 'Miracle at St. Anna', 'Double Take', 'Bad Company', 'Assault on Precinct 13', 'Fled', 'Just Cause', 'Five Fingers', 'The Death and Life of Bobby Z', 'Mystic River', 'Elephant White', 'Tortured', 'Spartan', 'Constantine', 'Evolution', 'Event Horizon', 'Hoodlum', 'Sparkle', 'Khumba', 'Akeelah and the Bee', 'Drumline', 'Glory Road']]
Predicted Ans:    Assault on Precinct 13
Predicted Path:   Biker Boyz --[starred_actors]--> Laurence Fishburne --[(INV) starred_actors]--> Assault on Precinct 13
Path (Raw):       Biker Boyz --[starred_actors]--> Laurence Fishburne --[No Operation]--> Laurence Fishburne --[(INV) starred_actors]--> Assault on Precinct 13
Neg LogProb(↓):   1.391956
Path Entropy(↓):  2.196132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of no way to treat a lady
Start Entity:     No Way to Treat a Lady
Gold Answer:      [['Airport 1975', 'The Illustrated Man', 'Number One with a Bullet', 'Damnation Alley', 'Midway']]
Predicted Ans:    No Way to Treat a Lady
Predicted Path:   No Way to Treat a Lady --[directed_by]--> Jack Smight --[(INV) directed_by]--> No Way to Treat a Lady
Path (Raw):       No Way to Treat a Lady --[No Operation]--> No Way to Treat a Lady --[directed_by]--> Jack Smight --[(INV) directed_by]--> No Way to Treat a Lady
Neg LogProb(↓):   0.051425
Path Entropy(↓):  0.218887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by the director of the bank job
Start Entity:     The Bank Job
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Bank Job --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> White Sands --[has_genre]--> Crime
Path (Raw):       The Bank Job --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> White Sands --[has_genre]--> Crime
Neg LogProb(↓):   1.737994
Path Entropy(↓):  1.286647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by malvin wald
Start Entity:     Malvin Wald
Gold Answer:      [['Richard Wilson', 'Jules Dassin']]
Predicted Ans:    Richard Wilson
Predicted Path:   Malvin Wald --[(INV) written_by]--> Al Capone --[directed_by]--> Richard Wilson
Path (Raw):       Malvin Wald --[No Operation]--> Malvin Wald --[(INV) written_by]--> Al Capone --[directed_by]--> Richard Wilson
Neg LogProb(↓):   0.003129
Path Entropy(↓):  0.021139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by simone north released
Start Entity:     Simone North
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Simone North --[(INV) directed_by]--> In Her Skin --[release_year]--> 2009
Path (Raw):       Simone North --[No Operation]--> Simone North --[(INV) directed_by]--> In Her Skin --[release_year]--> 2009
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie red desert
Start Entity:     Red Desert
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Red Desert --[release_year]--> 1964 --[(INV) release_year]--> The Starfighters --[release_year]--> 1964
Path (Raw):       Red Desert --[release_year]--> 1964 --[(INV) release_year]--> The Starfighters --[release_year]--> 1964
Neg LogProb(↓):   2.698205
Path Entropy(↓):  3.926682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by eugenio martin were released in which years
Start Entity:     Eugenio Martín
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Eugenio Martín --[(INV) directed_by]--> Horror Express --[release_year]--> 1972
Path (Raw):       Eugenio Martín --[No Operation]--> Eugenio Martín --[(INV) directed_by]--> Horror Express --[release_year]--> 1972
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of blood and sand also wrote which movies
Start Entity:     Blood and Sand
Gold Answer:      [['Mare Nostrum', 'The Temptress']]
Predicted Ans:    Blood and Sand
Predicted Path:   Blood and Sand --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand
Path (Raw):       Blood and Sand --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand --[No Operation]--> Blood and Sand
Neg LogProb(↓):   0.082547
Path Entropy(↓):  0.281286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of the oxford murders
Start Entity:     The Oxford Murders
Gold Answer:      [['Santiago Segura', 'Álex Angulo', 'Armando De Razza']]
Predicted Ans:    John Hurt
Predicted Path:   The Oxford Murders --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> The Oxford Murders --[starred_actors]--> John Hurt
Path (Raw):       The Oxford Murders --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> The Oxford Murders --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.053027
Path Entropy(↓):  0.247470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films starred by charles s. dutton fall under
Start Entity:     Charles S. Dutton
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Charles S. Dutton --[(INV) starred_actors]--> Against the Ropes --[has_genre]--> Drama
Path (Raw):       Charles S. Dutton --[No Operation]--> Charles S. Dutton --[(INV) starred_actors]--> Against the Ropes --[has_genre]--> Drama
Neg LogProb(↓):   0.173892
Path Entropy(↓):  0.446923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by olivier py were in which languages
Start Entity:     Olivier Py
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Olivier Py --[(INV) starred_actors]--> When the Cat's Away --[in_language]--> French
Path (Raw):       Olivier Py --[No Operation]--> Olivier Py --[(INV) starred_actors]--> When the Cat's Away --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the king of marvin gardens
Start Entity:     The King of Marvin Gardens
Gold Answer:      [['Five Easy Pieces', 'Mountains of the Moon', 'Head', 'Blood and Wine', 'Stay Hungry']]
Predicted Ans:    Five Easy Pieces
Predicted Path:   The King of Marvin Gardens --[written_by]--> Bob Rafelson --[(INV) written_by]--> Five Easy Pieces
Path (Raw):       The King of Marvin Gardens --[No Operation]--> The King of Marvin Gardens --[written_by]--> Bob Rafelson --[(INV) written_by]--> Five Easy Pieces
Neg LogProb(↓):   0.270631
Path Entropy(↓):  0.821396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by fabiola quiroz released
Start Entity:     Fabiola Quiroz
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Fabiola Quiroz --[(INV) starred_actors]--> Who the Hell Is Juliette? --[release_year]--> 1997
Path (Raw):       Fabiola Quiroz --[No Operation]--> Fabiola Quiroz --[(INV) starred_actors]--> Who the Hell Is Juliette? --[release_year]--> 1997
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by ruth nelson
Start Entity:     Ruth Nelson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ruth Nelson --[(INV) starred_actors]--> Awakenings --[has_genre]--> Drama
Path (Raw):       Ruth Nelson --[No Operation]--> Ruth Nelson --[(INV) starred_actors]--> Awakenings --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of munich
Start Entity:     Munich
Gold Answer:      [['The Postman', 'The Insider', 'Lincoln', 'The Curious Case of Benjamin Button', 'The Good Shepherd', 'Lucky You']]
Predicted Ans:    The Insider
Predicted Path:   Munich --[written_by]--> Eric Roth --[(INV) written_by]--> The Insider
Path (Raw):       Munich --[written_by]--> Eric Roth --[(INV) written_by]--> The Insider --[No Operation]--> The Insider
Neg LogProb(↓):   0.008444
Path Entropy(↓):  0.055447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of jaye davidson acted films
Start Entity:     Jaye Davidson
Gold Answer:      [['Roland Emmerich']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Jaye Davidson --[(INV) starred_actors]--> Stargate --[directed_by]--> Roland Emmerich
Path (Raw):       Jaye Davidson --[No Operation]--> Jaye Davidson --[(INV) starred_actors]--> Stargate --[directed_by]--> Roland Emmerich
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the last angry man were in which genres
Start Entity:     The Last Angry Man
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Last Angry Man --[starred_actors]--> Betsy Palmer --[(INV) starred_actors]--> Queen Bee --[has_genre]--> Drama
Path (Raw):       The Last Angry Man --[starred_actors]--> Betsy Palmer --[(INV) starred_actors]--> Queen Bee --[has_genre]--> Drama
Neg LogProb(↓):   0.306242
Path Entropy(↓):  0.826491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of payback
Start Entity:     Payback
Gold Answer:      [['42', "A Knight's Tale", 'The Order']]
Predicted Ans:    Payback
Predicted Path:   Payback --[directed_by]--> Brian Helgeland --[(INV) directed_by]--> Payback
Path (Raw):       Payback --[No Operation]--> Payback --[directed_by]--> Brian Helgeland --[(INV) directed_by]--> Payback
Neg LogProb(↓):   0.845638
Path Entropy(↓):  1.245130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the film agent cody banks
Start Entity:     Agent Cody Banks
Gold Answer:      [['Harald Zwart']]
Predicted Ans:    Harald Zwart
Predicted Path:   Agent Cody Banks --[directed_by]--> Harald Zwart --[(INV) directed_by]--> Agent Cody Banks --[directed_by]--> Harald Zwart
Path (Raw):       Agent Cody Banks --[directed_by]--> Harald Zwart --[(INV) directed_by]--> Agent Cody Banks --[directed_by]--> Harald Zwart
Neg LogProb(↓):   0.038938
Path Entropy(↓):  0.176406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by josh olson
Start Entity:     Josh Olson
Gold Answer:      [['William Hurt', 'Viggo Mortensen']]
Predicted Ans:    Viggo Mortensen
Predicted Path:   Josh Olson --[(INV) written_by]--> A History of Violence --[starred_actors]--> Viggo Mortensen
Path (Raw):       Josh Olson --[No Operation]--> Josh Olson --[(INV) written_by]--> A History of Violence --[starred_actors]--> Viggo Mortensen
Neg LogProb(↓):   0.523736
Path Entropy(↓):  0.676009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the petrified forest
Start Entity:     The Petrified Forest
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Petrified Forest --[written_by]--> Delmer Daves --[(INV) written_by]--> Jubal --[has_genre]--> Western
Path (Raw):       The Petrified Forest --[written_by]--> Delmer Daves --[(INV) written_by]--> Jubal --[has_genre]--> Western
Neg LogProb(↓):   1.185801
Path Entropy(↓):  1.945012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the pledge
Start Entity:     The Pledge
Gold Answer:      [['Benicio Del Toro']]
Predicted Ans:    Benicio Del Toro
Predicted Path:   The Pledge --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[starred_actors]--> Benicio Del Toro
Path (Raw):       The Pledge --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[starred_actors]--> Benicio Del Toro
Neg LogProb(↓):   0.018740
Path Entropy(↓):  0.099464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the enigma of kaspar hauser was who
Start Entity:     The Enigma of Kaspar Hauser
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Enigma of Kaspar Hauser --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Path (Raw):       The Enigma of Kaspar Hauser --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.195754
Path Entropy(↓):  2.163704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of can - can
Start Entity:     Can-Can
Gold Answer:      [['Week-End in Havana', 'Susannah of the Mounties', 'The Blue Bird', 'Mother Wore Tights', 'State Fair', 'On the Riviera', 'With a Song in My Heart', 'Call Me Madam', 'Sitting Pretty', 'The King and I', 'The Little Princess', "There's No Business Like Show Business", 'Desk Set']]
Predicted Ans:    There's No Business Like Show Business
Predicted Path:   Can-Can --[directed_by]--> Walter Lang --[(INV) directed_by]--> There's No Business Like Show Business
Path (Raw):       Can-Can --[No Operation]--> Can-Can --[directed_by]--> Walter Lang --[(INV) directed_by]--> There's No Business Like Show Business
Neg LogProb(↓):   0.940002
Path Entropy(↓):  1.555214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the skin game directed by
Start Entity:     The Skin Game
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   The Skin Game --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Path (Raw):       The Skin Game --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.995687
Path Entropy(↓):  1.459860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bigger than life are directed by who
Start Entity:     Bigger Than Life
Gold Answer:      [['Ronald Neame', 'Aram Avakian', 'George Cukor', 'Edward Dmytryk', 'Elaine May', 'Norman Taurog', 'Adrian Lyne', 'Henry Levin', 'Stuart Rosenberg', 'Herb Gardner', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Diane Keaton', 'Richard Quine', 'Richard Thorpe', 'Donald Petrie', 'Carol Reed', 'Jack Lemmon', 'Roy Boulting', 'Bernard Knowles', 'Lewis Milestone', 'Stanley Kubrick', 'Billy Wilder', 'Vincent Sherman', 'Franklin J. Schaffner', 'Anthony Mann', 'Martin Ritt', 'Michael Curtiz', 'Silvio Narizzano', 'Michael Powell', 'Anatole Litvak', 'Rusty Lemorande', 'David Miller', 'Larry Peerce', 'Terence Young', 'Robert Rossen', 'Jack Arnold', 'Leslie Arliss', 'Max Ophüls', 'Martha Coolidge', 'Douglas Camfield', 'Herbert Ross', 'Charles Matthau', 'Walter Bernstein', 'Stanley Donen', 'Howard Deutch', 'Joseph Sargent', 'Alexander Hall', 'Gene Saks', 'Vincente Minnelli', 'Stuart Paton', 'Victor Hanbury', 'Alfred Hitchcock', 'Lance Comfort', 'Don Siegel', 'Mutz Greenbaum', 'Gene Kelly', 'Sidney Lumet', 'Fred Schepisi', 'John Guillermin', 'Daniel Petrie', 'Albert Lewin', 'Richard Brooks', 'Robert M. Young', 'Claude Chabrol', 'Nick Castle', 'Ken Hughes', 'Joseph L. Mankiewicz', 'Elia Kazan', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    Anatole Litvak
Predicted Path:   Bigger Than Life --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[directed_by]--> Anatole Litvak
Path (Raw):       Bigger Than Life --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   0.839386
Path Entropy(↓):  1.947907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of riders of destiny
Start Entity:     Riders of Destiny
Gold Answer:      [['The Lawless Frontier', 'The Lucky Texan', 'Texas Terror', 'The Star Packer']]
Predicted Ans:    Riders of Destiny
Predicted Path:   Riders of Destiny --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Riders of Destiny
Path (Raw):       Riders of Destiny --[No Operation]--> Riders of Destiny --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Riders of Destiny
Neg LogProb(↓):   1.385911
Path Entropy(↓):  1.976717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie cheers for miss bishop, when was it released
Start Entity:     Cheers for Miss Bishop
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Cheers for Miss Bishop --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       Cheers for Miss Bishop --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   2.011087
Path Entropy(↓):  3.427083
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by laurence olivier
Start Entity:     Laurence Olivier
Gold Answer:      [['Robert E. Sherwood', 'Robert Ardrey', 'Bram Stoker', 'William Shakespeare', 'Theodore Dreiser', 'Hamilton Deane', 'Gilbert Wakefield', 'Ian Dalrymple', 'John Osborne', 'Lawrence D. Cohen', 'Ira Levin', 'Ian McKellen', 'Clemence Dane', 'Samson Raphaelson', 'Daphne Du Maurier', 'Anthony Shaffer', 'Allan Burns', 'Joan Harrison', 'Howard Fast', 'Dalton Trumbo', 'John L. Balderston', 'Philip MacDonald', 'William Goldman', 'Nigel Kneale', 'Arthur Wimperis', 'Oliver Parker', 'Stephen King', 'Michael Hogan', 'Harold Pinter', 'Heywood Gould']]
Predicted Ans:    William Goldman
Predicted Path:   Laurence Olivier --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Path (Raw):       Laurence Olivier --[No Operation]--> Laurence Olivier --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Neg LogProb(↓):   0.062384
Path Entropy(↓):  0.321385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with la jetee
Start Entity:     La Jetée
Gold Answer:      [['The Last Bolshevik', 'Sans Soleil', 'Level Five', 'A.K.']]
Predicted Ans:    Chris Marker
Predicted Path:   La Jetée --[written_by]--> Chris Marker --[(INV) written_by]--> Sans Soleil --[directed_by]--> Chris Marker
Path (Raw):       La Jetée --[written_by]--> Chris Marker --[(INV) written_by]--> Sans Soleil --[directed_by]--> Chris Marker
Neg LogProb(↓):   0.912022
Path Entropy(↓):  0.892779
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the back to the future director release
Start Entity:     Back to the Future
Gold Answer:      [['1988', '1980', '1978', '2000', '1997', '2009', '1990', '1992', '1989', '2004', '1938', '1999', '1994', '2012', '1984', '2007']]
Predicted Ans:    1985
Predicted Path:   Back to the Future --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Back to the Future --[release_year]--> 1985
Path (Raw):       Back to the Future --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Back to the Future --[release_year]--> 1985
Neg LogProb(↓):   1.474569
Path Entropy(↓):  2.103340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of spider - man 2
Start Entity:     Spider-Man 2
Gold Answer:      [['Rhys Ifans', 'Peter Sarsgaard', 'Dianna Agron', 'Jon Foster', 'Gregory Peck', 'Kirsten Dunst', 'Emma Stone', 'Andrew Garfield', 'Michael Caine', 'Jane Fonda', 'Mary Tyler Moore', "Tatum O'Neal", 'Judd Hirsch', 'Joanne Woodward', 'Frances McDormand', 'Herbert Lom', 'Gérard Depardieu', 'Willem Dafoe', 'Nick Nolte', 'Haley Joel Osment', 'Karl Malden', 'Richard Gere', 'Penelope Ann Miller', 'Thomas Haden Church', 'Michael Douglas', 'Jason Robards', 'Owen Wilson', 'James Spader', 'Whoopi Goldberg', 'Shirley MacLaine', 'Nell Potts', 'Roberta Wallach', 'Alan Rickman', 'Diane Lane', 'Danny DeVito', 'Olivier Martinez', 'Taylor Kitsch', 'Liza Minnelli', 'Tim McIntire', 'Wendell Burton', 'Kathy Bates', 'Susan Sarandon', 'Colin Firth', 'Lynn Collins', 'Donald Sutherland', 'Jackie Chan', 'Teresa Palmer', 'Alex Pettyfer', 'James Franco', 'Timothy Olyphant', 'Samantha Morton', 'Denis Leary', 'Richard Dreyfuss', 'Jason Alexander', 'Vanessa Redgrave', 'Sienna Miller', 'Timothy Hutton', 'Tom Courtenay', 'Tilda Swinton', 'Tobey Maguire', 'Barbra Streisand']]
Predicted Ans:    Gregory Peck
Predicted Path:   Spider-Man 2 --[written_by]--> Alvin Sargent --[(INV) written_by]--> Other People's Money --[starred_actors]--> Gregory Peck
Path (Raw):       Spider-Man 2 --[written_by]--> Alvin Sargent --[(INV) written_by]--> Other People's Money --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.826780
Path Entropy(↓):  1.543270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for golden earrings
Start Entity:     Golden Earrings
Gold Answer:      [['Mitchell Leisen']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   Golden Earrings --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Arise, My Love --[directed_by]--> Mitchell Leisen
Path (Raw):       Golden Earrings --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Arise, My Love --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   0.042134
Path Entropy(↓):  0.185246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of bob balaban starred movies
Start Entity:     Bob Balaban
Gold Answer:      [['1980', '2001', '1989', '1981', '1984']]
Predicted Ans:    2001
Predicted Path:   Bob Balaban --[(INV) starred_actors]--> The Majestic --[release_year]--> 2001
Path (Raw):       Bob Balaban --[No Operation]--> Bob Balaban --[(INV) starred_actors]--> The Majestic --[release_year]--> 2001
Neg LogProb(↓):   0.123796
Path Entropy(↓):  0.443379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the cowboy and the lady
Start Entity:     The Cowboy and the Lady
Gold Answer:      [['Abem Finkel', 'Harry Chandlee', 'Dashiell Hammett', 'Dudley Nichols', 'Claude Anet', 'Robert Hardy Andrews', 'Robert Carson', 'Nora Roberts', 'Benjamin Glazer', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Ernst Lubitsch', 'Daniel Taradash', 'Sylvia Thalberg', 'Donald Ogden Stewart', 'Melville Baker', 'Thomas Mitchell', 'Herman J. Mankiewicz', 'Nunnally Johnson', 'Alan Le May', 'Borden Chase', 'Ben Hecht', 'Annemarie Selinko', 'James Hagan', 'Henry Bataille', 'Ian Dalrymple', 'Gilbert Wakefield', 'Glendon Swarthout', 'Clifford Odets', 'Waldemar Young', 'Vincent Lawrence', 'Billy Wilder', 'Victorien Sardou', 'Walter Reisch', 'Tom Skeyhill', 'Ayn Rand', 'David Ondaatje', 'Mordaunt Shairp', 'I.A.L. Diamond', 'Robert Rossen', 'Corydon M. Wassell', 'Will C. Brown', 'Joseph Stefano', 'James Hilton', 'Edwin H. Knopf', 'Lewis Carroll', 'Baroness Emmuska Orczy', 'Joseph L. Mankiewicz', 'Max Ehrlich', 'Laurence Stallings', 'Grover Jones', 'Guy Bolton', 'Charles L. Clifford', 'Ernest Hemingway', 'Jo Swerling', 'Niven Busch', 'Samuel Hoffenstein', 'Stuart N. Lake', 'Clarence Budington Kelland', 'Edna Ferber', 'Floyd Dell', 'Oliver H.P. Garrett', 'Charles G. Booth', 'Lillian Hellman', 'Michael Wilson', 'Robert Riskin', 'Jules Furthman', 'Corey Ford', 'Alastair MacBain', 'Linda Woolverton', 'Philip Dunne', "John O'Hara", 'John Huston', 'Casey Robinson', 'C. Gardner Sullivan', 'Barré Lyndon', 'Marie Belloc Lowndes', 'Hammond Innes', 'Carl Foreman', 'Jessamyn West', 'Benno Vigny', 'Paul Gallico', 'Achmed Abdullah', 'John L. Balderston', 'Harold Bell Wright', 'Robert W. Chambers', 'Arthur Wimperis', 'William Slavens McNutt', 'Howard Koch', 'Reginald Rose', 'Jack Kirkland']]
Predicted Ans:    Benjamin Glazer
Predicted Path:   The Cowboy and the Lady --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Path (Raw):       The Cowboy and the Lady --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Neg LogProb(↓):   0.823095
Path Entropy(↓):  1.953506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in funny girl
Start Entity:     Funny Girl
Gold Answer:      [['Peter Bogdanovich', 'Gene Kelly', 'George Cukor', 'Jay Roach', 'Sydney Pollack', 'Irvin Kershner', 'Anne Fletcher', 'Herbert Ross', 'Basil Dearden', 'Howard Zieff', 'William A. Wellman', 'Martin Ritt', 'Barbra Streisand']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Funny Girl --[starred_actors]--> Barbra Streisand --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Path (Raw):       Funny Girl --[starred_actors]--> Barbra Streisand --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.062353
Path Entropy(↓):  0.257649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the stepfather
Start Entity:     The Stepfather
Gold Answer:      [['Congo', 'Just Add Water', 'Stepfather II', 'Pin']]
Predicted Ans:    The Stepfather
Predicted Path:   The Stepfather --[starred_actors]--> Sela Ward --[(INV) starred_actors]--> The Stepfather
Path (Raw):       The Stepfather --[starred_actors]--> Sela Ward --[No Operation]--> Sela Ward --[(INV) starred_actors]--> The Stepfather
Neg LogProb(↓):   0.064966
Path Entropy(↓):  0.254072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in rocky ii
Start Entity:     Rocky II
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '2006', '1985', '1979', '1984', '2009', '2010', '1982', '2014', '1994', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2013', '1988', '1978', '2000', '1997', '1975', '1991', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Rocky II --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Rocky II --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   1.492855
Path Entropy(↓):  2.287699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of inventing the abbotts is also the director of which films
Start Entity:     Inventing the Abbotts
Gold Answer:      [['Stars and Bars', 'A Month in the Country', 'Circle of Friends', 'The January Man', 'Dancing at Lughnasa']]
Predicted Ans:    Dancing at Lughnasa
Predicted Path:   Inventing the Abbotts --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa
Path (Raw):       Inventing the Abbotts --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa --[No Operation]--> Dancing at Lughnasa
Neg LogProb(↓):   0.014342
Path Entropy(↓):  0.091561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
No time for sergeants, when was it released
Start Entity:     No Time for Sergeants
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   No Time for Sergeants --[release_year]--> 1958 --[(INV) release_year]--> Giants and Toys --[release_year]--> 1958
Path (Raw):       No Time for Sergeants --[release_year]--> 1958 --[(INV) release_year]--> Giants and Toys --[release_year]--> 1958
Neg LogProb(↓):   2.538547
Path Entropy(↓):  3.772810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the weight of water
Start Entity:     The Weight of Water
Gold Answer:      [['Anita Shreve']]
Predicted Ans:    Todd Komarnicki
Predicted Path:   The Weight of Water --[written_by]--> Anita Shreve --[(INV) written_by]--> Resistance --[written_by]--> Todd Komarnicki
Path (Raw):       The Weight of Water --[written_by]--> Anita Shreve --[(INV) written_by]--> Resistance --[written_by]--> Todd Komarnicki
Neg LogProb(↓):   0.005462
Path Entropy(↓):  0.033835
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie prefontaine released
Start Entity:     Prefontaine
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Prefontaine --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       Prefontaine --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   2.999639
Path Entropy(↓):  4.413557
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed bunraku
Start Entity:     Bunraku
Gold Answer:      [['Ron Livingston', 'Chris Penn']]
Predicted Ans:    Woody Harrelson
Predicted Path:   Bunraku --[directed_by]--> Guy Moshe --[(INV) directed_by]--> Bunraku --[starred_actors]--> Woody Harrelson
Path (Raw):       Bunraku --[directed_by]--> Guy Moshe --[(INV) directed_by]--> Bunraku --[starred_actors]--> Woody Harrelson
Neg LogProb(↓):   0.568349
Path Entropy(↓):  1.057048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film did dave foley write
Start Entity:     Dave Foley
Gold Answer:      [['The Wrong Guy']]
Predicted Ans:    The Wrong Guy
Predicted Path:   Dave Foley --[(INV) written_by]--> The Wrong Guy --[written_by]--> David Anthony Higgins --[(INV) written_by]--> The Wrong Guy
Path (Raw):       Dave Foley --[(INV) written_by]--> The Wrong Guy --[written_by]--> David Anthony Higgins --[(INV) written_by]--> The Wrong Guy
Neg LogProb(↓):   0.015167
Path Entropy(↓):  0.078105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the killing of sister george were in which genres
Start Entity:     The Killing of Sister George
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Killing of Sister George --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> Too Late the Hero --[has_genre]--> War
Path (Raw):       The Killing of Sister George --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> Too Late the Hero --[has_genre]--> War
Neg LogProb(↓):   0.030530
Path Entropy(↓):  0.185205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by joe eszterhas were directed by who
Start Entity:     Joe Eszterhas
Gold Answer:      [['William Friedkin', 'Guy Ferland', 'Gottfried Reinhardt', 'Phillip Noyce', 'Richard Marquand', 'Paul Verhoeven']]
Predicted Ans:    Gottfried Reinhardt
Predicted Path:   Joe Eszterhas --[(INV) written_by]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Path (Raw):       Joe Eszterhas --[No Operation]--> Joe Eszterhas --[(INV) written_by]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Neg LogProb(↓):   0.000223
Path Entropy(↓):  0.002343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of 5 fingers also starred in which movies
Start Entity:     5 Fingers
Gold Answer:      [['11 Harrowhouse', 'Madame Bovary', 'Genghis Khan', 'Mayerling', 'A Star Is Born', 'The Day the Earth Stood Still', 'North by Northwest', 'Bigger Than Life', 'Demetrius and the Gladiators', 'Forever, Darling', 'Odd Man Out', 'The Robe', 'East Side, West Side', "A Place of One's Own", 'The Lost World', 'The Reckless Moment', 'Thunder Rock', '20,000 Leagues Under the Sea', 'Georgy Girl', '8 Women', 'Rich, Young and Pretty', 'Journey to the Center of the Earth', 'Julius Caesar', 'The Fall of the Roman Empire', 'The Boys from Brazil', 'Ride Beyond Vengeance', 'Mandingo', 'The Man in Grey', 'Ivanhoe', 'Hotel Reserve', 'Age of Consent', 'Island in the Sun', 'Pandora and the Flying Dutchman', 'The Verdict', 'Lord Jim', 'Caught', 'Désirée', 'The Trials of Oscar Wilde', 'The Man Between', 'The Blue Max', 'Lolita']]
Predicted Ans:    Mayerling
Predicted Path:   5 Fingers --[starred_actors]--> Danielle Darrieux --[(INV) starred_actors]--> Mayerling
Path (Raw):       5 Fingers --[starred_actors]--> Danielle Darrieux --[No Operation]--> Danielle Darrieux --[(INV) starred_actors]--> Mayerling
Neg LogProb(↓):   1.125646
Path Entropy(↓):  1.461588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of patrick wilde written movies
Start Entity:     Patrick Wilde
Gold Answer:      [['Simon Shore']]
Predicted Ans:    Simon Shore
Predicted Path:   Patrick Wilde --[(INV) written_by]--> Get Real --[directed_by]--> Simon Shore
Path (Raw):       Patrick Wilde --[No Operation]--> Patrick Wilde --[(INV) written_by]--> Get Real --[directed_by]--> Simon Shore
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the tender trap
Start Entity:     The Tender Trap
Gold Answer:      [['1958']]
Predicted Ans:    1955
Predicted Path:   The Tender Trap --[written_by]--> Max Shulman --[(INV) written_by]--> The Tender Trap --[release_year]--> 1955
Path (Raw):       The Tender Trap --[written_by]--> Max Shulman --[(INV) written_by]--> The Tender Trap --[release_year]--> 1955
Neg LogProb(↓):   0.275280
Path Entropy(↓):  0.716598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films starred by actors in the break - up
Start Entity:     The Break-Up
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Break-Up --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[in_language]--> English
Path (Raw):       The Break-Up --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[in_language]--> English
Neg LogProb(↓):   0.020369
Path Entropy(↓):  0.108141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a nightmare on elm street
Start Entity:     A Nightmare on Elm Street
Gold Answer:      [['The People Under the Stairs', 'Return to Paradise', "Paris, je t'aime", 'The Thing', 'Swamp Thing', 'Final Destination 5', 'The Glass House', 'True Believer', 'The Hills Have Eyes Part II', 'The Loft', 'Pulse', 'The Hills Have Eyes', 'Final Analysis', 'Deadly Blessing', 'Shocker', 'The Saint', 'Wolf', 'Doom', 'My Soul to Take', 'The Last House on the Left', 'Hours']]
Predicted Ans:    The Thing
Predicted Path:   A Nightmare on Elm Street --[written_by]--> Eric Heisserer --[(INV) written_by]--> The Thing
Path (Raw):       A Nightmare on Elm Street --[No Operation]--> A Nightmare on Elm Street --[written_by]--> Eric Heisserer --[(INV) written_by]--> The Thing
Neg LogProb(↓):   1.597114
Path Entropy(↓):  1.690953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the ambushers were in which languages
Start Entity:     The Ambushers
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Ambushers --[starred_actors]--> Senta Berger --[(INV) starred_actors]--> The Scarlet Letter --[in_language]--> German
Path (Raw):       The Ambushers --[starred_actors]--> Senta Berger --[(INV) starred_actors]--> The Scarlet Letter --[in_language]--> German
Neg LogProb(↓):   0.374393
Path Entropy(↓):  0.771074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film marty
Start Entity:     Marty
Gold Answer:      [['Delbert Mann']]
Predicted Ans:    Delbert Mann
Predicted Path:   Marty --[directed_by]--> Delbert Mann --[(INV) directed_by]--> Dear Heart --[directed_by]--> Delbert Mann
Path (Raw):       Marty --[directed_by]--> Delbert Mann --[(INV) directed_by]--> Dear Heart --[directed_by]--> Delbert Mann
Neg LogProb(↓):   0.046632
Path Entropy(↓):  0.240484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by jules eckert goodman
Start Entity:     Jules Eckert Goodman
Gold Answer:      [['John G. Adolfi']]
Predicted Ans:    John G. Adolfi
Predicted Path:   Jules Eckert Goodman --[(INV) written_by]--> The Man Who Played God --[directed_by]--> John G. Adolfi
Path (Raw):       Jules Eckert Goodman --[No Operation]--> Jules Eckert Goodman --[(INV) written_by]--> The Man Who Played God --[directed_by]--> John G. Adolfi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by marc norman fall under
Start Entity:     Marc Norman
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Marc Norman --[(INV) written_by]--> The Killer Elite --[has_genre]--> Thriller
Path (Raw):       Marc Norman --[No Operation]--> Marc Norman --[(INV) written_by]--> The Killer Elite --[has_genre]--> Thriller
Neg LogProb(↓):   0.133371
Path Entropy(↓):  0.418630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film new york confidential
Start Entity:     New York Confidential
Gold Answer:      [['Andrew Solt', 'Guy Endore', 'Garson Kanin', 'Francis Gwaltney', 'Helen Deutsch', 'Gerold Frank', 'Jay Richard Kennedy', 'Lillian Roth', 'Mike Connolly', 'Richard Tregaskis', 'Albert Mannheimer', 'Jed Harris', 'Harry Brown', 'Jerome Weidman', 'Ben Perry', 'Robert Rossen', 'Steven Zaillian', 'Nunnally Johnson', 'Samuel Fuller', 'Marvin H. Albert', 'Georges Simenon', 'Douglas McGrath', 'Federico Fellini', 'Robert Penn Warren', 'Lewis Meltzer', 'Ben Hecht']]
Predicted Ans:    Ben Hecht
Predicted Path:   New York Confidential --[starred_actors]--> Richard Conte --[(INV) starred_actors]--> Whirlpool --[written_by]--> Ben Hecht
Path (Raw):       New York Confidential --[starred_actors]--> Richard Conte --[(INV) starred_actors]--> Whirlpool --[written_by]--> Ben Hecht
Neg LogProb(↓):   1.488548
Path Entropy(↓):  2.207951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film spinning boris were in which languages
Start Entity:     Spinning Boris
Gold Answer:      [['Lao', 'German']]
Predicted Ans:    Lao
Predicted Path:   Spinning Boris --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[in_language]--> Lao
Path (Raw):       Spinning Boris --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[in_language]--> Lao
Neg LogProb(↓):   0.006924
Path Entropy(↓):  0.044211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed harakiri
Start Entity:     Harakiri
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Harakiri --[directed_by]--> Masaki Kobayashi --[(INV) directed_by]--> Kwaidan --[in_language]--> Japanese
Path (Raw):       Harakiri --[directed_by]--> Masaki Kobayashi --[(INV) directed_by]--> Kwaidan --[in_language]--> Japanese
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film notes on a scandal are written by who
Start Entity:     Notes on a Scandal
Gold Answer:      [['Marc Norman', 'Jacquelin Perske', 'Richard Eyre', 'John Bayley', 'Patricia Highsmith', 'Michael Hirst', 'Annie Proulx', 'Dean DeBlois', 'Cressida Cowell', 'Wes Anderson', 'Woody Allen', 'Ernest K. Gann', 'Douglas Fairbanks', 'George Clooney', 'Billy Bob Thornton', 'Charles Perrault', 'Jeff Pope', 'Deborah Moggach', 'Grant Heslov', 'Peter Carey', 'F. Scott Fitzgerald', 'George Lucas', 'David Koepp', 'Joseph Kanon', 'Eric Roth', 'Jeff Nathanson', 'Robin Swicord', 'Noah Baumbach', 'Tom Epperson', 'Robert L. Freedman', 'Neal Purvis', 'Anthony Minghella', 'Robert Wade', 'Sebastian Faulks', 'Ol Parker', 'Steve Coogan', 'John Logan', 'Martin Sherman', 'Robert M. Edsel', 'Oliver Parker', 'Oscar Wilde', 'Martin Sixsmith', 'Chris Weitz', 'Katja von Garnier', 'Bruce Beresford']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Notes on a Scandal --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Notes on a Scandal --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.160220
Path Entropy(↓):  0.701037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of john mcadams
Start Entity:     John McAdams
Gold Answer:      [['Greg Pierotti', 'Kelli Simpkins', 'Stephen Wangh', 'Amanda Gronich', 'Moisés Kaufman', 'Stephen Belber', 'Barbara Pitts', 'Andy Paris', 'Leigh Fondakowski']]
Predicted Ans:    Stephen Belber
Predicted Path:   John McAdams --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Belber
Path (Raw):       John McAdams --[No Operation]--> John McAdams --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Belber
Neg LogProb(↓):   0.006874
Path Entropy(↓):  0.050848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of seven girlfriends
Start Entity:     Seven Girlfriends
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Seven Girlfriends --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Seven Girlfriends --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.866133
Path Entropy(↓):  4.415351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film lamerica were in which languages
Start Entity:     Lamerica
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Lamerica --[directed_by]--> Gianni Amelio --[(INV) directed_by]--> The Missing Star --[in_language]--> Italian
Path (Raw):       Lamerica --[directed_by]--> Gianni Amelio --[(INV) directed_by]--> The Missing Star --[in_language]--> Italian
Neg LogProb(↓):   0.085094
Path Entropy(↓):  0.286867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with savages were released in which years
Start Entity:     Savages
Gold Answer:      [['1970', '2003', '1985', '1974', '2007', '1998', '2004', '1982', '1994', '1932', '1983', '1995', '1989', '1996', '1981', '2011', '1988', '1978', '1991', '1999', '1987', '1986']]
Predicted Ans:    1991
Predicted Path:   Savages --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK --[release_year]--> 1991
Path (Raw):       Savages --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK --[release_year]--> 1991
Neg LogProb(↓):   0.572565
Path Entropy(↓):  1.576623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of executive suite
Start Entity:     Executive Suite
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Executive Suite --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Executive Suite --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.613107
Path Entropy(↓):  1.219039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of liebestraum
Start Entity:     Liebestraum
Gold Answer:      [['Richard Quine', 'Mike Figgis']]
Predicted Ans:    Mike Figgis
Predicted Path:   Liebestraum --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence --[directed_by]--> Mike Figgis
Path (Raw):       Liebestraum --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence --[directed_by]--> Mike Figgis
Neg LogProb(↓):   0.040372
Path Entropy(↓):  0.215034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in different for girls
Start Entity:     Different for Girls
Gold Answer:      [['Christian Duguay', 'Eric Styles', 'Charles Sturridge', 'David Leland', 'Carl Prechezer', 'Nick Love', 'Philip Goodhew', 'James Ivory']]
Predicted Ans:    Philip Goodhew
Predicted Path:   Different for Girls --[starred_actors]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations --[directed_by]--> Philip Goodhew
Path (Raw):       Different for Girls --[starred_actors]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations --[directed_by]--> Philip Goodhew
Neg LogProb(↓):   0.068863
Path Entropy(↓):  0.294863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was elizabeth mcgovern an actor in
Start Entity:     Elizabeth McGovern
Gold Answer:      [['Racing with the Moon', 'Lovesick', 'The Favor', "The Handmaid's Tale", "She's Having a Baby", 'Cheerful Weather for the Wedding', 'Wings of Courage', 'The Bedroom Window', 'A Shock to the System']]
Predicted Ans:    She's Having a Baby
Predicted Path:   Elizabeth McGovern --[(INV) starred_actors]--> She's Having a Baby --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> She's Having a Baby
Path (Raw):       Elizabeth McGovern --[(INV) starred_actors]--> She's Having a Baby --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> She's Having a Baby
Neg LogProb(↓):   1.488380
Path Entropy(↓):  2.576717
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote revenge
Start Entity:     Revenge
Gold Answer:      [['Drama', 'Horror', 'War']]
Predicted Ans:    Drama
Predicted Path:   Revenge --[written_by]--> Jim Harrison --[(INV) written_by]--> Legends of the Fall --[has_genre]--> Drama
Path (Raw):       Revenge --[written_by]--> Jim Harrison --[(INV) written_by]--> Legends of the Fall --[has_genre]--> Drama
Neg LogProb(↓):   0.032612
Path Entropy(↓):  0.152626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the fifth musketeer released
Start Entity:     The Fifth Musketeer
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   The Fifth Musketeer --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       The Fifth Musketeer --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   1.973503
Path Entropy(↓):  3.283404
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by jugal hansraj
Start Entity:     Jugal Hansraj
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jugal Hansraj --[(INV) directed_by]--> Pyaar Impossible! --[has_genre]--> Comedy
Path (Raw):       Jugal Hansraj --[No Operation]--> Jugal Hansraj --[(INV) directed_by]--> Pyaar Impossible! --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of every girl should be married
Start Entity:     Every Girl Should Be Married
Gold Answer:      [['Road to Morocco', 'Road to Zanzibar']]
Predicted Ans:    Road to Morocco
Predicted Path:   Every Girl Should Be Married --[written_by]--> Don Hartman --[(INV) written_by]--> Road to Morocco
Path (Raw):       Every Girl Should Be Married --[No Operation]--> Every Girl Should Be Married --[written_by]--> Don Hartman --[(INV) written_by]--> Road to Morocco
Neg LogProb(↓):   0.080682
Path Entropy(↓):  0.304135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with black snake moan
Start Entity:     Black Snake Moan
Gold Answer:      [['Footloose']]
Predicted Ans:    Footloose
Predicted Path:   Black Snake Moan --[written_by]--> Craig Brewer --[(INV) written_by]--> Footloose
Path (Raw):       Black Snake Moan --[written_by]--> Craig Brewer --[(INV) written_by]--> Footloose --[No Operation]--> Footloose
Neg LogProb(↓):   0.114369
Path Entropy(↓):  0.393002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with christopher buckley
Start Entity:     Christopher Buckley
Gold Answer:      [['Jason Reitman']]
Predicted Ans:    Jason Reitman
Predicted Path:   Christopher Buckley --[(INV) written_by]--> Thank You for Smoking --[written_by]--> Jason Reitman
Path (Raw):       Christopher Buckley --[No Operation]--> Christopher Buckley --[(INV) written_by]--> Thank You for Smoking --[written_by]--> Jason Reitman
Neg LogProb(↓):   0.278350
Path Entropy(↓):  0.554477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by michael laughlin
Start Entity:     Michael Laughlin
Gold Answer:      [['Horror', 'Animation', 'Mystery', 'Short']]
Predicted Ans:    Short
Predicted Path:   Michael Laughlin --[(INV) directed_by]--> Strange Invaders --[has_genre]--> Short
Path (Raw):       Michael Laughlin --[No Operation]--> Michael Laughlin --[(INV) directed_by]--> Strange Invaders --[has_genre]--> Short
Neg LogProb(↓):   0.455205
Path Entropy(↓):  0.658079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by gregor jordan were in which genres
Start Entity:     Gregor Jordan
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Gregor Jordan --[(INV) directed_by]--> Unthinkable --[has_genre]--> Thriller
Path (Raw):       Gregor Jordan --[No Operation]--> Gregor Jordan --[(INV) directed_by]--> Unthinkable --[has_genre]--> Thriller
Neg LogProb(↓):   0.102878
Path Entropy(↓):  0.344647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is not with my wife, you don't!
Start Entity:     Not with My Wife, You Don't!
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Not with My Wife, You Don't! --[has_genre]--> Comedy --[(INV) has_genre]--> Bride Wars --[has_genre]--> Comedy
Path (Raw):       Not with My Wife, You Don't! --[has_genre]--> Comedy --[(INV) has_genre]--> Bride Wars --[has_genre]--> Comedy
Neg LogProb(↓):   3.902933
Path Entropy(↓):  4.756483
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was milcho manchevski a writer on
Start Entity:     Milcho Manchevski
Gold Answer:      [['Dust', 'Shadows', 'Before the Rain']]
Predicted Ans:    A Woman Under the Influence
Predicted Path:   Milcho Manchevski --[(INV) written_by]--> Shadows --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence
Path (Raw):       Milcho Manchevski --[(INV) written_by]--> Shadows --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence
Neg LogProb(↓):   1.076811
Path Entropy(↓):  1.673096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in runner runner
Start Entity:     Runner Runner
Gold Answer:      [['Romance', 'Music', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Runner Runner --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[has_genre]--> Drama
Path (Raw):       Runner Runner --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[has_genre]--> Drama
Neg LogProb(↓):   1.345171
Path Entropy(↓):  2.854055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the best little whorehouse in texas
Start Entity:     The Best Little Whorehouse in Texas
Gold Answer:      [['Thriller', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Best Little Whorehouse in Texas --[written_by]--> Larry L. King --[(INV) written_by]--> The Best Little Whorehouse in Texas --[has_genre]--> Comedy
Path (Raw):       The Best Little Whorehouse in Texas --[written_by]--> Larry L. King --[(INV) written_by]--> The Best Little Whorehouse in Texas --[has_genre]--> Comedy
Neg LogProb(↓):   0.240122
Path Entropy(↓):  0.769864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in same time, next year
Start Entity:     Same Time, Next Year
Gold Answer:      [['1980', '1970', '2008', '1979', '1974', '1977', '1968', '1973', '2014', '1994', '1972', '1990', '1996', '1981', '2011', '2000', '1997', '1987', '1986']]
Predicted Ans:    1978
Predicted Path:   Same Time, Next Year --[starred_actors]--> Alan Alda --[(INV) starred_actors]--> Same Time, Next Year --[release_year]--> 1978
Path (Raw):       Same Time, Next Year --[starred_actors]--> Alan Alda --[(INV) starred_actors]--> Same Time, Next Year --[release_year]--> 1978
Neg LogProb(↓):   0.462466
Path Entropy(↓):  1.106833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did nick love write
Start Entity:     Nick Love
Gold Answer:      [['The Business', 'The Sweeney', 'The Football Factory', 'Outlaw']]
Predicted Ans:    The Football Factory
Predicted Path:   Nick Love --[(INV) written_by]--> The Football Factory --[written_by]--> Nick Love --[(INV) written_by]--> The Football Factory
Path (Raw):       Nick Love --[(INV) written_by]--> The Football Factory --[written_by]--> Nick Love --[(INV) written_by]--> The Football Factory
Neg LogProb(↓):   0.028112
Path Entropy(↓):  0.158172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by alakina mann
Start Entity:     Alakina Mann
Gold Answer:      [['Alejandro Amenábar']]
Predicted Ans:    Alejandro Amenábar
Predicted Path:   Alakina Mann --[(INV) starred_actors]--> The Others --[directed_by]--> Alejandro Amenábar
Path (Raw):       Alakina Mann --[No Operation]--> Alakina Mann --[(INV) starred_actors]--> The Others --[directed_by]--> Alejandro Amenábar
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by lynn shelton
Start Entity:     Lynn Shelton
Gold Answer:      [['Andrea Seigel']]
Predicted Ans:    Lynn Shelton
Predicted Path:   Lynn Shelton --[(INV) directed_by]--> Humpday --[written_by]--> Lynn Shelton
Path (Raw):       Lynn Shelton --[No Operation]--> Lynn Shelton --[(INV) directed_by]--> Humpday --[written_by]--> Lynn Shelton
Neg LogProb(↓):   0.582903
Path Entropy(↓):  0.902646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed the survivors
Start Entity:     The Survivors
Gold Answer:      [['1995', '1980', '1976', '1988', '1997', '1975', '1972', '1992', '1989', '1993', '2005', '1969', '1985', '1994', '1981', '1986', '1977']]
Predicted Ans:    1977
Predicted Path:   The Survivors --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[release_year]--> 1977
Path (Raw):       The Survivors --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[release_year]--> 1977
Neg LogProb(↓):   0.790580
Path Entropy(↓):  1.786133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by david pabian
Start Entity:     David Pabian
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   David Pabian --[(INV) written_by]--> Puppet Master II --[has_genre]--> Horror
Path (Raw):       David Pabian --[No Operation]--> David Pabian --[(INV) written_by]--> Puppet Master II --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie kwaidan
Start Entity:     Kwaidan
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Kwaidan --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Kwaidan --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.923370
Path Entropy(↓):  4.066335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of cat chaser
Start Entity:     Cat Chaser
Gold Answer:      [['Abel Ferrara']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Cat Chaser --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> 'R Xmas --[directed_by]--> Abel Ferrara
Path (Raw):       Cat Chaser --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> 'R Xmas --[directed_by]--> Abel Ferrara
Neg LogProb(↓):   0.719790
Path Entropy(↓):  1.513400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the name of the rose also starred in which movies
Start Entity:     The Name of the Rose
Gold Answer:      [['Mobsters', 'Murder in the First', 'The Presidio', 'From Russia with Love', 'Bed of Roses', '3000 Miles to Graceland', 'The Molly Maguires', 'Dr. No', 'Zardoz', 'Kuffs', 'Thunderball', 'Jimmy Hollywood', 'Time Bandits', 'The Man Who Would Be King', 'The Russia House', 'The Wind and the Lion', "Dolan's Cadillac", 'Five Days One Summer', 'The League of Extraordinary Gentlemen', 'Cuba', 'The Anderson Tapes', 'Soldiers of Fortune', 'Meteor', 'Outland', 'The Frightened City', 'Heathers', 'Who Is Cletis Tout?', 'The Contender', 'Untamed Heart', 'Hard Rain', 'The Avengers', 'Shalako', 'Indiana Jones and the Last Crusade', 'He Was a Quiet Man', 'Alone in the Dark', 'Broken Arrow', 'Robin and Marian', 'Just Cause', 'The Hunt for Red October', 'True Romance', 'The Hill', 'Diamonds Are Forever', "Darby O'Gill and the Little People", 'The River Murders', 'Never Say Never Again', 'The Deal', 'Julian Po', 'The Untouchables', 'Family Business', 'Very Bad Things', 'Highlander', 'Marnie', 'Goldfinger', 'Rising Sun', 'The Red Tent', 'Wrong Is Right', 'You Only Live Twice', 'First Knight', 'Medicine Man', 'Pump Up the Volume', 'The Next Man', 'A Fine Madness', 'Entrapment', 'Beyond the Stars', 'Guns, Girls and Gambling', 'Gleaming the Cube', 'Finding Forrester', 'The Rock', 'The Offence', 'Young Guns II']]
Predicted Ans:    Finding Forrester
Predicted Path:   The Name of the Rose --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Finding Forrester
Path (Raw):       The Name of the Rose --[starred_actors]--> Sean Connery --[No Operation]--> Sean Connery --[(INV) starred_actors]--> Finding Forrester
Neg LogProb(↓):   1.984964
Path Entropy(↓):  3.216853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by jacques doillon
Start Entity:     Jacques Doillon
Gold Answer:      [['Victoire Thivisol']]
Predicted Ans:    Victoire Thivisol
Predicted Path:   Jacques Doillon --[(INV) directed_by]--> Ponette --[starred_actors]--> Victoire Thivisol
Path (Raw):       Jacques Doillon --[No Operation]--> Jacques Doillon --[(INV) directed_by]--> Ponette --[starred_actors]--> Victoire Thivisol
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie wolfsburg were released in which years
Start Entity:     Wolfsburg
Gold Answer:      [['2000', '2008', '2001', '2003', '2010']]
Predicted Ans:    2000
Predicted Path:   Wolfsburg --[starred_actors]--> Benno Fürmann --[(INV) starred_actors]--> The Princess and the Warrior --[release_year]--> 2000
Path (Raw):       Wolfsburg --[starred_actors]--> Benno Fürmann --[(INV) starred_actors]--> The Princess and the Warrior --[release_year]--> 2000
Neg LogProb(↓):   0.438126
Path Entropy(↓):  0.892528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film my left foot
Start Entity:     My Left Foot
Gold Answer:      [['Thom Fitzgerald', 'Kristian Levring', 'Mandie Fletcher', 'Jim Sheridan']]
Predicted Ans:    Jim Sheridan
Predicted Path:   My Left Foot --[starred_actors]--> Brenda Fricker --[(INV) starred_actors]--> The Field --[directed_by]--> Jim Sheridan
Path (Raw):       My Left Foot --[starred_actors]--> Brenda Fricker --[(INV) starred_actors]--> The Field --[directed_by]--> Jim Sheridan
Neg LogProb(↓):   0.718823
Path Entropy(↓):  1.177841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jimmy t. murakami were written by who
Start Entity:     Jimmy T. Murakami
Gold Answer:      [['John Sayles']]
Predicted Ans:    John Sayles
Predicted Path:   Jimmy T. Murakami --[(INV) directed_by]--> Battle Beyond the Stars --[written_by]--> John Sayles
Path (Raw):       Jimmy T. Murakami --[No Operation]--> Jimmy T. Murakami --[(INV) directed_by]--> Battle Beyond the Stars --[written_by]--> John Sayles
Neg LogProb(↓):   0.003425
Path Entropy(↓):  0.022939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by rat race screenwriters
Start Entity:     Rat Race
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rat Race --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko --[has_genre]--> Comedy
Path (Raw):       Rat Race --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the front in a few words
Start Entity:     The Front
Gold Answer:      [['woody allen', 'martin ritt']]
Predicted Ans:    martin ritt
Predicted Path:   The Front --[has_tags]--> martin ritt --[(INV) has_tags]--> Sounder --[has_tags]--> martin ritt
Path (Raw):       The Front --[has_tags]--> martin ritt --[(INV) has_tags]--> Sounder --[has_tags]--> martin ritt
Neg LogProb(↓):   0.633953
Path Entropy(↓):  1.023538
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by florian henckel von donnersmarck fall under
Start Entity:     Florian Henckel von Donnersmarck
Gold Answer:      [['Drama', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Florian Henckel von Donnersmarck --[(INV) directed_by]--> The Lives of Others --[has_genre]--> Drama
Path (Raw):       Florian Henckel von Donnersmarck --[No Operation]--> Florian Henckel von Donnersmarck --[(INV) directed_by]--> The Lives of Others --[has_genre]--> Drama
Neg LogProb(↓):   0.000624
Path Entropy(↓):  0.005410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by michael gwynn in
Start Entity:     Michael Gwynn
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Michael Gwynn --[(INV) starred_actors]--> The Revenge of Frankenstein --[has_genre]--> Horror
Path (Raw):       Michael Gwynn --[No Operation]--> Michael Gwynn --[(INV) starred_actors]--> The Revenge of Frankenstein --[has_genre]--> Horror
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film frances ha
Start Entity:     Frances Ha
Gold Answer:      [['Jason Winer', 'Steve Gordon', 'Greta Gerwig', 'Joe Swanberg', 'Noah Baumbach', 'Whit Stillman', 'Mark Duplass', 'Daryl Wein', 'Jay Duplass']]
Predicted Ans:    Noah Baumbach
Predicted Path:   Frances Ha --[starred_actors]--> Greta Gerwig --[(INV) starred_actors]--> Greenberg --[directed_by]--> Noah Baumbach
Path (Raw):       Frances Ha --[starred_actors]--> Greta Gerwig --[(INV) starred_actors]--> Greenberg --[directed_by]--> Noah Baumbach
Neg LogProb(↓):   0.621855
Path Entropy(↓):  1.117584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by babaloo mandel starred which actors
Start Entity:     Babaloo Mandel
Gold Answer:      [['Steve Martin', 'Nancy Travis', 'John Candy', "Olivia d'Abo", 'Daryl Hannah', 'Madonna', 'Dianne Wiest', 'Ashley Judd', 'Uma Thurman', 'Dabney Coleman', 'Jason Robards', 'Stockard Channing', 'David Paymer', 'Lori Petty', 'Eugene Levy', 'Bruno Kirby', 'Patricia Wettig', 'Billy Crystal', 'Kirk Douglas', 'Mary Steenburgen', 'Michael J. Fox', 'Natalie Portman', 'Geena Davis', 'Tom Hanks', 'Joan Cusack', 'Daniel Stern']]
Predicted Ans:    Jason Robards
Predicted Path:   Babaloo Mandel --[(INV) written_by]--> Parenthood --[starred_actors]--> Jason Robards
Path (Raw):       Babaloo Mandel --[No Operation]--> Babaloo Mandel --[(INV) written_by]--> Parenthood --[starred_actors]--> Jason Robards
Neg LogProb(↓):   1.127326
Path Entropy(↓):  1.928013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the midnight bayou director release
Start Entity:     Midnight Bayou
Gold Answer:      [['2007']]
Predicted Ans:    2009
Predicted Path:   Midnight Bayou --[directed_by]--> Ralph Hemecker --[(INV) directed_by]--> Midnight Bayou --[release_year]--> 2009
Path (Raw):       Midnight Bayou --[directed_by]--> Ralph Hemecker --[(INV) directed_by]--> Midnight Bayou --[release_year]--> 2009
Neg LogProb(↓):   0.055651
Path Entropy(↓):  0.210502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by henry cavill in
Start Entity:     Henry Cavill
Gold Answer:      [['Horror', 'Fantasy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Henry Cavill --[(INV) starred_actors]--> Blood Creek --[has_genre]--> Horror
Path (Raw):       Henry Cavill --[No Operation]--> Henry Cavill --[(INV) starred_actors]--> Blood Creek --[has_genre]--> Horror
Neg LogProb(↓):   0.675614
Path Entropy(↓):  0.693586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by alastair fothergill
Start Entity:     Alastair Fothergill
Gold Answer:      [['2012', '1998', '1996', '2007']]
Predicted Ans:    2007
Predicted Path:   Alastair Fothergill --[(INV) written_by]--> Earth --[release_year]--> 2007
Path (Raw):       Alastair Fothergill --[No Operation]--> Alastair Fothergill --[(INV) written_by]--> Earth --[release_year]--> 2007
Neg LogProb(↓):   1.083858
Path Entropy(↓):  1.556096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by victoria haralabidou
Start Entity:     Victoria Haralabidou
Gold Answer:      [['Pantelis Voulgaris']]
Predicted Ans:    Pantelis Voulgaris
Predicted Path:   Victoria Haralabidou --[(INV) starred_actors]--> Brides --[directed_by]--> Pantelis Voulgaris
Path (Raw):       Victoria Haralabidou --[No Operation]--> Victoria Haralabidou --[(INV) starred_actors]--> Brides --[directed_by]--> Pantelis Voulgaris
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by evan helmuth
Start Entity:     Evan Helmuth
Gold Answer:      [['Matthew Peterman', 'William Brent Bell']]
Predicted Ans:    Matthew Peterman
Predicted Path:   Evan Helmuth --[(INV) starred_actors]--> The Devil Inside --[written_by]--> Matthew Peterman
Path (Raw):       Evan Helmuth --[No Operation]--> Evan Helmuth --[(INV) starred_actors]--> The Devil Inside --[written_by]--> Matthew Peterman
Neg LogProb(↓):   0.493209
Path Entropy(↓):  0.668450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was just jaeckin the director of
Start Entity:     Just Jaeckin
Gold Answer:      [['Emmanuelle', "Lady Chatterley's Lover"]]
Predicted Ans:    Emmanuelle
Predicted Path:   Just Jaeckin --[(INV) directed_by]--> Emmanuelle --[directed_by]--> Just Jaeckin --[(INV) directed_by]--> Emmanuelle
Path (Raw):       Just Jaeckin --[(INV) directed_by]--> Emmanuelle --[directed_by]--> Just Jaeckin --[(INV) directed_by]--> Emmanuelle
Neg LogProb(↓):   0.000111
Path Entropy(↓):  0.001149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the apprenticeship of duddy kravitz
Start Entity:     The Apprenticeship of Duddy Kravitz
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller', 'Romance']]
Predicted Ans:    Action
Predicted Path:   The Apprenticeship of Duddy Kravitz --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Path (Raw):       The Apprenticeship of Duddy Kravitz --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Neg LogProb(↓):   1.110619
Path Entropy(↓):  1.776900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by marguerite duras
Start Entity:     Marguerite Duras
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marguerite Duras --[(INV) written_by]--> India Song --[has_genre]--> Drama
Path (Raw):       Marguerite Duras --[No Operation]--> Marguerite Duras --[(INV) written_by]--> India Song --[has_genre]--> Drama
Neg LogProb(↓):   0.042667
Path Entropy(↓):  0.173562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by peter weir
Start Entity:     Peter Weir
Gold Answer:      [['Alexandru Potocean', 'Sigourney Weaver', 'Gérard Depardieu', 'Ed Harris', 'Colin Farrell', 'Andie MacDowell', 'Mel Gibson', 'Linda Hunt', 'Mark Lee']]
Predicted Ans:    Mel Gibson
Predicted Path:   Peter Weir --[(INV) written_by]--> The Year of Living Dangerously --[starred_actors]--> Mel Gibson
Path (Raw):       Peter Weir --[No Operation]--> Peter Weir --[(INV) written_by]--> The Year of Living Dangerously --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.248449
Path Entropy(↓):  0.660949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of un chien andalou starred who
Start Entity:     Un Chien Andalou
Gold Answer:      [['Harold Lloyd', 'Adriana Asti', 'Julien Bertheau', 'Catherine Deneuve', 'Jeanne Moreau', 'Adolphe Menjou', 'Silvia Pinal', 'Fernando Rey', 'Pierce Brosnan', 'Jean Sorel', 'Léa Seydoux', 'Paul Frankeur', 'Verree Teasdale', 'Charles Vanel', 'Michel Piccoli', 'Georges Marchal', 'Simone Signoret', 'Laurent Terzieff', 'Claudio Brook', 'Franco Nero', "Dan O'Herlihy"]]
Predicted Ans:    Adolphe Menjou
Predicted Path:   Un Chien Andalou --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Path (Raw):       Un Chien Andalou --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Neg LogProb(↓):   1.233888
Path Entropy(↓):  2.206908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by will fetters
Start Entity:     Will Fetters
Gold Answer:      [['James Marsden', 'Michelle Monaghan']]
Predicted Ans:    James Marsden
Predicted Path:   Will Fetters --[(INV) written_by]--> The Best of Me --[starred_actors]--> James Marsden
Path (Raw):       Will Fetters --[No Operation]--> Will Fetters --[(INV) written_by]--> The Best of Me --[starred_actors]--> James Marsden
Neg LogProb(↓):   0.000122
Path Entropy(↓):  0.001296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the wrong guys, when was it released
Start Entity:     The Wrong Guys
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   The Wrong Guys --[release_year]--> 1988 --[(INV) release_year]--> Bull Durham --[release_year]--> 1988
Path (Raw):       The Wrong Guys --[release_year]--> 1988 --[(INV) release_year]--> Bull Durham --[release_year]--> 1988
Neg LogProb(↓):   3.411074
Path Entropy(↓):  4.752071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of asterix and the big fight were directed by who
Start Entity:     Asterix and the Big Fight
Gold Answer:      [['Pierre Watrin', 'Gérard Pirès', 'Stefan Fjeldmark', 'Jesper Møller', 'René Goscinny', 'Albert Uderzo']]
Predicted Ans:    Albert Uderzo
Predicted Path:   Asterix and the Big Fight --[written_by]--> Albert Uderzo --[(INV) written_by]--> Asterix at the Olympic Games --[written_by]--> Albert Uderzo
Path (Raw):       Asterix and the Big Fight --[written_by]--> Albert Uderzo --[(INV) written_by]--> Asterix at the Olympic Games --[written_by]--> Albert Uderzo
Neg LogProb(↓):   0.804824
Path Entropy(↓):  1.302034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor carolyn brandt co - starred with who
Start Entity:     Carolyn Brandt
Gold Answer:      [['Ron Haydock']]
Predicted Ans:    Carolyn Brandt
Predicted Path:   Carolyn Brandt --[(INV) starred_actors]--> Rat Pfink a Boo Boo --[starred_actors]--> Carolyn Brandt
Path (Raw):       Carolyn Brandt --[No Operation]--> Carolyn Brandt --[(INV) starred_actors]--> Rat Pfink a Boo Boo --[starred_actors]--> Carolyn Brandt
Neg LogProb(↓):   0.000366
Path Entropy(↓):  0.003259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted together with gloria swanson
Start Entity:     Gloria Swanson
Gold Answer:      [['Henry B. Walthall', 'Robert Ames', 'Purnell Pratt']]
Predicted Ans:    Henry B. Walthall
Predicted Path:   Gloria Swanson --[(INV) starred_actors]--> The Trespasser --[starred_actors]--> Henry B. Walthall
Path (Raw):       Gloria Swanson --[No Operation]--> Gloria Swanson --[(INV) starred_actors]--> The Trespasser --[starred_actors]--> Henry B. Walthall
Neg LogProb(↓):   0.026569
Path Entropy(↓):  0.137578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed let's go to prison
Start Entity:     Let's Go to Prison
Gold Answer:      [['2003', '2013']]
Predicted Ans:    2013
Predicted Path:   Let's Go to Prison --[directed_by]--> Bob Odenkirk --[(INV) directed_by]--> Movie 43 --[release_year]--> 2013
Path (Raw):       Let's Go to Prison --[directed_by]--> Bob Odenkirk --[(INV) directed_by]--> Movie 43 --[release_year]--> 2013
Neg LogProb(↓):   0.595108
Path Entropy(↓):  0.805125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by hiei kimura
Start Entity:     Hiei Kimura
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hiei Kimura --[(INV) starred_actors]--> Nobody Knows --[in_language]--> Japanese
Path (Raw):       Hiei Kimura --[No Operation]--> Hiei Kimura --[(INV) starred_actors]--> Nobody Knows --[in_language]--> Japanese
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by sean anders
Start Entity:     sean anders
Gold Answer:      [['Sex Drive', "That's My Boy"]]
Predicted Ans:    That's My Boy
Predicted Path:   sean anders --[(INV) has_tags]--> That's My Boy --[written_by]--> David Caspe --[(INV) written_by]--> That's My Boy
Path (Raw):       sean anders --[(INV) has_tags]--> That's My Boy --[written_by]--> David Caspe --[(INV) written_by]--> That's My Boy
Neg LogProb(↓):   0.007136
Path Entropy(↓):  0.044427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor suzanna leigh starred together with who
Start Entity:     Suzanna Leigh
Gold Answer:      [['Hildegard Knef', 'Eric Porter', 'Tony Beckley']]
Predicted Ans:    Eric Porter
Predicted Path:   Suzanna Leigh --[(INV) starred_actors]--> The Lost Continent --[starred_actors]--> Eric Porter
Path (Raw):       Suzanna Leigh --[No Operation]--> Suzanna Leigh --[(INV) starred_actors]--> The Lost Continent --[starred_actors]--> Eric Porter
Neg LogProb(↓):   0.023071
Path Entropy(↓):  0.116220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did adam grossman write
Start Entity:     Adam Grossman
Gold Answer:      [['Sometimes They Come Back... Again']]
Predicted Ans:    Sometimes They Come Back... Again
Predicted Path:   Adam Grossman --[(INV) written_by]--> Sometimes They Come Back... Again --[written_by]--> Adam Grossman --[(INV) written_by]--> Sometimes They Come Back... Again
Path (Raw):       Adam Grossman --[(INV) written_by]--> Sometimes They Come Back... Again --[written_by]--> Adam Grossman --[(INV) written_by]--> Sometimes They Come Back... Again
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ulla jacobsson were in which languages
Start Entity:     Ulla Jacobsson
Gold Answer:      [['English', 'Zulu']]
Predicted Ans:    Zulu
Predicted Path:   Ulla Jacobsson --[(INV) starred_actors]--> Zulu --[in_language]--> Zulu
Path (Raw):       Ulla Jacobsson --[No Operation]--> Ulla Jacobsson --[(INV) starred_actors]--> Zulu --[in_language]--> Zulu
Neg LogProb(↓):   0.000752
Path Entropy(↓):  0.006157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of captain phillips
Start Entity:     Captain Phillips
Gold Answer:      [['Rúnar Rúnarsson', 'Mick Jackson', 'Kevin Macdonald', 'Gary Ross', 'Billy Ray']]
Predicted Ans:    Kevin Macdonald
Predicted Path:   Captain Phillips --[written_by]--> Billy Ray --[(INV) written_by]--> State of Play --[directed_by]--> Kevin Macdonald
Path (Raw):       Captain Phillips --[written_by]--> Billy Ray --[(INV) written_by]--> State of Play --[directed_by]--> Kevin Macdonald
Neg LogProb(↓):   0.039025
Path Entropy(↓):  0.212908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by vic damone were in which languages
Start Entity:     Vic Damone
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Vic Damone --[(INV) starred_actors]--> Hell to Eternity --[in_language]--> Japanese
Path (Raw):       Vic Damone --[No Operation]--> Vic Damone --[(INV) starred_actors]--> Hell to Eternity --[in_language]--> Japanese
Neg LogProb(↓):   0.000386
Path Entropy(↓):  0.003416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of blind husbands starred who
Start Entity:     Blind Husbands
Gold Answer:      [['Zasu Pitts', 'Betty Compson', 'Erich von Stroheim', 'Mary Philbin', 'Miss DuPont', 'Norman Kerry', 'Maude George', 'Rudolph Christians', 'Jean Hersholt', 'Gibson Gowland']]
Predicted Ans:    Zasu Pitts
Predicted Path:   Blind Husbands --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> Greed --[starred_actors]--> Zasu Pitts
Path (Raw):       Blind Husbands --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> Greed --[starred_actors]--> Zasu Pitts
Neg LogProb(↓):   0.004664
Path Entropy(↓):  0.034093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film scrooged
Start Entity:     Scrooged
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Scrooged --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Scrooged --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.189380
Path Entropy(↓):  4.376813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie a month by the lake released
Start Entity:     A Month by the Lake
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   A Month by the Lake --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       A Month by the Lake --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.024193
Path Entropy(↓):  4.318817
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by joachim lafosse released
Start Entity:     Joachim Lafosse
Gold Answer:      [['2008', '2006', '2012', '1981']]
Predicted Ans:    2012
Predicted Path:   Joachim Lafosse --[(INV) written_by]--> Our Children --[release_year]--> 2012
Path (Raw):       Joachim Lafosse --[No Operation]--> Joachim Lafosse --[(INV) written_by]--> Our Children --[release_year]--> 2012
Neg LogProb(↓):   0.032577
Path Entropy(↓):  0.150210
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by kaylie jones starred which actors
Start Entity:     Kaylie Jones
Gold Answer:      [['Leelee Sobieski', 'Kris Kristofferson', 'Barbara Hershey']]
Predicted Ans:    Barbara Hershey
Predicted Path:   Kaylie Jones --[(INV) written_by]--> A Soldier's Daughter Never Cries --[starred_actors]--> Barbara Hershey
Path (Raw):       Kaylie Jones --[No Operation]--> Kaylie Jones --[(INV) written_by]--> A Soldier's Daughter Never Cries --[starred_actors]--> Barbara Hershey
Neg LogProb(↓):   0.015022
Path Entropy(↓):  0.077598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Cate shortland was the director on which movies
Start Entity:     Cate Shortland
Gold Answer:      [['Lore', 'Somersault']]
Predicted Ans:    Somersault
Predicted Path:   Cate Shortland --[(INV) directed_by]--> Somersault --[directed_by]--> Cate Shortland --[(INV) directed_by]--> Somersault
Path (Raw):       Cate Shortland --[(INV) directed_by]--> Somersault --[directed_by]--> Cate Shortland --[(INV) directed_by]--> Somersault
Neg LogProb(↓):   0.135226
Path Entropy(↓):  0.407430
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did cameron crowe write
Start Entity:     Cameron Crowe
Gold Answer:      [['Vanilla Sky', 'Say Anything...', 'Singles', 'Pearl Jam Twenty', 'We Bought a Zoo', 'Almost Famous', 'Jerry Maguire', 'Elizabethtown', 'Fast Times at Ridgemont High', 'The Wild Life']]
Predicted Ans:    Pearl Jam Twenty
Predicted Path:   Cameron Crowe --[(INV) written_by]--> Pearl Jam Twenty --[written_by]--> Cameron Crowe --[(INV) written_by]--> Pearl Jam Twenty
Path (Raw):       Cameron Crowe --[(INV) written_by]--> Pearl Jam Twenty --[written_by]--> Cameron Crowe --[(INV) written_by]--> Pearl Jam Twenty
Neg LogProb(↓):   1.089703
Path Entropy(↓):  2.032071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of rio
Start Entity:     Rio
Gold Answer:      [['Denis Leary', 'John Leguizamo', 'Jemaine Clement', 'Ray Romano', 'Jake T. Austin']]
Predicted Ans:    Leslie Mann
Predicted Path:   Rio --[directed_by]--> Carlos Saldanha --[(INV) directed_by]--> Rio --[starred_actors]--> Leslie Mann
Path (Raw):       Rio --[directed_by]--> Carlos Saldanha --[(INV) directed_by]--> Rio --[starred_actors]--> Leslie Mann
Neg LogProb(↓):   0.161964
Path Entropy(↓):  0.422477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote miss pettigrew lives for a day
Start Entity:     Miss Pettigrew Lives for a Day
Gold Answer:      [['Family', 'Music', 'Drama', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Miss Pettigrew Lives for a Day --[written_by]--> David Magee --[(INV) written_by]--> Miss Pettigrew Lives for a Day --[has_genre]--> Comedy
Path (Raw):       Miss Pettigrew Lives for a Day --[written_by]--> David Magee --[(INV) written_by]--> Miss Pettigrew Lives for a Day --[has_genre]--> Comedy
Neg LogProb(↓):   0.543348
Path Entropy(↓):  0.752774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the when evening falls on bucharest or metabolism director
Start Entity:     When Evening Falls on Bucharest or Metabolism
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   When Evening Falls on Bucharest or Metabolism --[directed_by]--> Corneliu Porumboiu --[(INV) directed_by]--> Police, Adjective --[has_genre]--> Drama
Path (Raw):       When Evening Falls on Bucharest or Metabolism --[directed_by]--> Corneliu Porumboiu --[(INV) directed_by]--> Police, Adjective --[has_genre]--> Drama
Neg LogProb(↓):   0.004338
Path Entropy(↓):  0.027883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film time to leave
Start Entity:     Time to Leave
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Time to Leave --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Time to Leave --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.306943
Path Entropy(↓):  3.146425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote i sell the dead
Start Entity:     I Sell the Dead
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   I Sell the Dead --[written_by]--> Glenn McQuaid --[(INV) written_by]--> V/H/S --[has_genre]--> Horror
Path (Raw):       I Sell the Dead --[written_by]--> Glenn McQuaid --[(INV) written_by]--> V/H/S --[has_genre]--> Horror
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed little murders
Start Entity:     Little Murders
Gold Answer:      [['Alan Arkin']]
Predicted Ans:    Alan Arkin
Predicted Path:   Little Murders --[directed_by]--> Alan Arkin --[(INV) directed_by]--> Little Murders --[directed_by]--> Alan Arkin
Path (Raw):       Little Murders --[directed_by]--> Alan Arkin --[(INV) directed_by]--> Little Murders --[directed_by]--> Alan Arkin
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by arne glimcher
Start Entity:     Arne Glimcher
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Arne Glimcher --[(INV) directed_by]--> The Mambo Kings --[in_language]--> English
Path (Raw):       Arne Glimcher --[No Operation]--> Arne Glimcher --[(INV) directed_by]--> The Mambo Kings --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie the amazing screw - on head
Start Entity:     The Amazing Screw-On Head
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   The Amazing Screw-On Head --[written_by]--> Bryan Fuller --[(INV) written_by]--> The Amazing Screw-On Head --[has_genre]--> Action
Path (Raw):       The Amazing Screw-On Head --[written_by]--> Bryan Fuller --[(INV) written_by]--> The Amazing Screw-On Head --[has_genre]--> Action
Neg LogProb(↓):   0.991641
Path Entropy(↓):  0.683913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film america's sweethearts
Start Entity:     America's Sweethearts
Gold Answer:      [['julia roberts', 'hank azaria', 'seth green', 'john cusack', 'billy crystal']]
Predicted Ans:    hank azaria
Predicted Path:   America's Sweethearts --[has_tags]--> hank azaria --[(INV) has_tags]--> Homegrown --[has_tags]--> hank azaria
Path (Raw):       America's Sweethearts --[has_tags]--> hank azaria --[(INV) has_tags]--> Homegrown --[has_tags]--> hank azaria
Neg LogProb(↓):   0.214765
Path Entropy(↓):  0.698511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by robin swicord fall under
Start Entity:     Robin Swicord
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Robin Swicord --[(INV) written_by]--> The Jane Austen Book Club --[has_genre]--> Drama
Path (Raw):       Robin Swicord --[No Operation]--> Robin Swicord --[(INV) written_by]--> The Jane Austen Book Club --[has_genre]--> Drama
Neg LogProb(↓):   0.202897
Path Entropy(↓):  0.587078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by laurie craig starred who
Start Entity:     Laurie Craig
Gold Answer:      [['Tony Shalhoub', 'Cheech Marin', 'Gena Rowlands', 'Bruce Davison']]
Predicted Ans:    Bruce Davison
Predicted Path:   Laurie Craig --[(INV) written_by]--> Paulie --[starred_actors]--> Bruce Davison
Path (Raw):       Laurie Craig --[No Operation]--> Laurie Craig --[(INV) written_by]--> Paulie --[starred_actors]--> Bruce Davison
Neg LogProb(↓):   0.213281
Path Entropy(↓):  0.505559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by tim robbins were in which genres
Start Entity:     Tim Robbins
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Tim Robbins --[(INV) written_by]--> Cradle Will Rock --[has_genre]--> Drama
Path (Raw):       Tim Robbins --[No Operation]--> Tim Robbins --[(INV) written_by]--> Cradle Will Rock --[has_genre]--> Drama
Neg LogProb(↓):   0.003393
Path Entropy(↓):  0.023921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by iris adrian
Start Entity:     Iris Adrian
Gold Answer:      [['Gypsy Rose Lee']]
Predicted Ans:    Gypsy Rose Lee
Predicted Path:   Iris Adrian --[(INV) starred_actors]--> Lady of Burlesque --[written_by]--> Gypsy Rose Lee
Path (Raw):       Iris Adrian --[No Operation]--> Iris Adrian --[(INV) starred_actors]--> Lady of Burlesque --[written_by]--> Gypsy Rose Lee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed fellini's casanova
Start Entity:     Fellini's Casanova
Gold Answer:      [['Alberto Lattuada', 'Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Tullio Pinelli', 'Michelangelo Antonioni', 'Ennio Flaiano', 'Roger Vadim', 'Brunello Rondi', 'Edgar Allan Poe', 'Cesare Zavattini', 'Louis Malle']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Fellini's Casanova --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead --[written_by]--> Edgar Allan Poe
Path (Raw):       Fellini's Casanova --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.361638
Path Entropy(↓):  2.334495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by howard sheehan
Start Entity:     Howard Sheehan
Gold Answer:      [['Cliff Robertson', 'Robert Culp', 'James Gregory', 'Ty Hardin']]
Predicted Ans:    Cliff Robertson
Predicted Path:   Howard Sheehan --[(INV) written_by]--> PT 109 --[starred_actors]--> Cliff Robertson
Path (Raw):       Howard Sheehan --[No Operation]--> Howard Sheehan --[(INV) written_by]--> PT 109 --[starred_actors]--> Cliff Robertson
Neg LogProb(↓):   0.000088
Path Entropy(↓):  0.000975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of roxie hart is also the director of which movies
Start Entity:     Roxie Hart
Gold Answer:      [['Night Nurse', 'Wings', 'The Public Enemy', 'So Big!', 'Good-bye, My Lady', 'A Star Is Born', 'The Star Witness', 'Lady of Burlesque', 'Track of the Cat', 'The Ox-Bow Incident', 'Magic Town', 'The Hatchet Man', 'Viva Villa!', 'Beau Geste', 'The High and the Mighty', 'Westward the Women', 'Across the Wide Missouri', 'The Call of the Wild', 'Frisco Jenny', 'Nothing Sacred', 'Yellow Sky']]
Predicted Ans:    The Ox-Bow Incident
Predicted Path:   Roxie Hart --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident
Path (Raw):       Roxie Hart --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident --[No Operation]--> The Ox-Bow Incident
Neg LogProb(↓):   1.146867
Path Entropy(↓):  1.966658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with when we leave
Start Entity:     When We Leave
Gold Answer:      [['Inbetween Worlds']]
Predicted Ans:    Inbetween Worlds
Predicted Path:   When We Leave --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds
Path (Raw):       When We Leave --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds --[No Operation]--> Inbetween Worlds
Neg LogProb(↓):   0.024890
Path Entropy(↓):  0.133867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director tony maylam co - directed movies with who
Start Entity:     Tony Maylam
Gold Answer:      [['Dick Powell']]
Predicted Ans:    Dick Powell
Predicted Path:   Tony Maylam --[(INV) directed_by]--> Split Second --[directed_by]--> Dick Powell
Path (Raw):       Tony Maylam --[No Operation]--> Tony Maylam --[(INV) directed_by]--> Split Second --[directed_by]--> Dick Powell
Neg LogProb(↓):   0.044621
Path Entropy(↓):  0.179584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie godsend, when was it released
Start Entity:     Godsend
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Godsend --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Godsend --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.357475
Path Entropy(↓):  4.054650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the quick and the dead
Start Entity:     The Quick and the Dead
Gold Answer:      [['John Farrow', 'Stephen Hopkins', 'Edward Dmytryk', 'Ray Nazarro', 'Simon Wincer', 'Andrew V. McLaglen', 'Simon Moore']]
Predicted Ans:    John Farrow
Predicted Path:   The Quick and the Dead --[written_by]--> Louis L'Amour --[(INV) written_by]--> Hondo --[directed_by]--> John Farrow
Path (Raw):       The Quick and the Dead --[written_by]--> Louis L'Amour --[(INV) written_by]--> Hondo --[directed_by]--> John Farrow
Neg LogProb(↓):   0.592429
Path Entropy(↓):  1.317985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of why we fight
Start Entity:     Why We Fight
Gold Answer:      [['Eugene Jarecki']]
Predicted Ans:    Eugene Jarecki
Predicted Path:   Why We Fight --[written_by]--> Eugene Jarecki --[(INV) written_by]--> Reagan --[written_by]--> Eugene Jarecki
Path (Raw):       Why We Fight --[written_by]--> Eugene Jarecki --[(INV) written_by]--> Reagan --[written_by]--> Eugene Jarecki
Neg LogProb(↓):   0.522850
Path Entropy(↓):  1.155963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by she's having a baby writers
Start Entity:     She's Having a Baby
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   She's Having a Baby --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Path (Raw):       She's Having a Baby --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Neg LogProb(↓):   0.240869
Path Entropy(↓):  0.821236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by alfie bass were directed by who
Start Entity:     Alfie Bass
Gold Answer:      [['Charles Crichton']]
Predicted Ans:    Charles Crichton
Predicted Path:   Alfie Bass --[(INV) starred_actors]--> The Lavender Hill Mob --[directed_by]--> Charles Crichton
Path (Raw):       Alfie Bass --[No Operation]--> Alfie Bass --[(INV) starred_actors]--> The Lavender Hill Mob --[directed_by]--> Charles Crichton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in frankenstein's army
Start Entity:     Frankenstein's Army
Gold Answer:      [['Robert Gwilym']]
Predicted Ans:    Robert Gwilym
Predicted Path:   Frankenstein's Army --[starred_actors]--> Robert Gwilym --[(INV) starred_actors]--> Frankenstein's Army --[starred_actors]--> Robert Gwilym
Path (Raw):       Frankenstein's Army --[starred_actors]--> Robert Gwilym --[(INV) starred_actors]--> Frankenstein's Army --[starred_actors]--> Robert Gwilym
Neg LogProb(↓):   0.399156
Path Entropy(↓):  0.638990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films missing in action are written by who
Start Entity:     Missing in Action
Gold Answer:      [['Chuck Norris', 'Dalton Trumbo', 'Glenn Leopold', 'Neal Barbera']]
Predicted Ans:    Chuck Norris
Predicted Path:   Missing in Action --[directed_by]--> Joseph Zito --[(INV) directed_by]--> Invasion U.S.A. --[written_by]--> Chuck Norris
Path (Raw):       Missing in Action --[directed_by]--> Joseph Zito --[(INV) directed_by]--> Invasion U.S.A. --[written_by]--> Chuck Norris
Neg LogProb(↓):   0.696404
Path Entropy(↓):  0.763546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of sweet bird of youth
Start Entity:     Sweet Bird of Youth
Gold Answer:      [['Richard Brooks']]
Predicted Ans:    Richard Brooks
Predicted Path:   Sweet Bird of Youth --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[directed_by]--> Richard Brooks
Path (Raw):       Sweet Bird of Youth --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.047237
Path Entropy(↓):  0.204006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by peter ustinov
Start Entity:     Peter Ustinov
Gold Answer:      [['Eric Till', 'Clive Donner', 'John Guillermin', 'Michael Winner', 'Neil Jordan', 'Fred Zinnemann', 'Mervyn LeRoy', 'Robert Stevenson', 'Michael Curtiz', 'Jules Dassin']]
Predicted Ans:    Michael Winner
Predicted Path:   Peter Ustinov --[(INV) starred_actors]--> Appointment with Death --[directed_by]--> Michael Winner
Path (Raw):       Peter Ustinov --[No Operation]--> Peter Ustinov --[(INV) starred_actors]--> Appointment with Death --[directed_by]--> Michael Winner
Neg LogProb(↓):   0.530510
Path Entropy(↓):  1.207177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the day they robbed the bank of england also appears in which films
Start Entity:     The Day They Robbed the Bank of England
Gold Answer:      [['The Stunt Man', 'Venus', 'Becket', 'The Lion in Winter', 'King Ralph', 'The Nutcracker Prince', 'Lawrence of Arabia', 'The Last Emperor', 'Creator', 'Supergirl', "Murphy's War", 'Man of La Mancha', 'Power Play', 'Club Paradise', 'High Spirits', 'My Favorite Year', 'The Night of the Generals', 'Phantoms', 'Lord Jim', 'How to Steal a Million']]
Predicted Ans:    Lord Jim
Predicted Path:   The Day They Robbed the Bank of England --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim
Path (Raw):       The Day They Robbed the Bank of England --[starred_actors]--> Peter O'Toole --[No Operation]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim
Neg LogProb(↓):   0.483091
Path Entropy(↓):  1.412633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by george a. romero
Start Entity:     george a. romero
Gold Answer:      [['Land of the Dead', 'Creepshow', 'Dawn of the Dead', 'Night of the Living Dead', 'Diary of the Dead', 'Survival of the Dead', 'Bruiser', 'Knightriders', 'The Crazies', 'Day of the Dead', 'Monkey Shines', 'Martin']]
Predicted Ans:    Diary of the Dead
Predicted Path:   george a. romero --[(INV) has_tags]--> Diary of the Dead --[has_tags]--> george a. romero --[(INV) has_tags]--> Diary of the Dead
Path (Raw):       george a. romero --[(INV) has_tags]--> Diary of the Dead --[has_tags]--> george a. romero --[(INV) has_tags]--> Diary of the Dead
Neg LogProb(↓):   1.069890
Path Entropy(↓):  1.453011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of a life less ordinary starred who
Start Entity:     A Life Less Ordinary
Gold Answer:      [['Kerry Fox', 'Ewen Bremner', 'Vincent Cassel', 'Ray Winstone', 'Christopher Eccleston', 'Steven Mackintosh', 'Rosario Dawson', 'Leonardo DiCaprio', 'Jonny Lee Miller', 'Virginie Ledoyen', 'Ewan McGregor', 'James McAvoy', 'Hayley Atwell', 'Ben Drew', 'Kevin McKidd']]
Predicted Ans:    Ewan McGregor
Predicted Path:   A Life Less Ordinary --[written_by]--> John Hodge --[(INV) written_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Path (Raw):       A Life Less Ordinary --[written_by]--> John Hodge --[(INV) written_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.074714
Path Entropy(↓):  0.323524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie that night in varennes
Start Entity:     That Night in Varennes
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   That Night in Varennes --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       That Night in Varennes --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.676803
Path Entropy(↓):  3.010498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film come to the stable
Start Entity:     Come to the Stable
Gold Answer:      [['Robert E. Sherwood', 'Philip Dunne', 'Albert Maltz', 'Phoebe Ephron', 'Henry Ephron', 'Robert Nathan', 'William Bowers', 'Frances Gray Patton', 'Adele Comandini', 'Catherine Marshall', 'Felix Jackson', 'Bruce Manning', 'Hanns Kräly', 'Leonardo Bercovici', 'Charles Kenyon', 'Daniel Taradash', 'Daphne Du Maurier', 'Nunnally Johnson', 'Edward Streeter', 'Norman Corwin', 'Everett Freeman', 'Matteo Garrone', 'Massimo Gaudioso', 'Marco Mariolini', 'Nevil Shute', 'Gina Kaus', 'Eric Hatch', 'Peter Berneis', 'Morrie Ryskind', 'Nora Ephron', 'Annemarie Selinko', 'Mary Chase', 'Joseph Dougherty', 'James Mulhauser', 'Lloyd C. Douglas']]
Predicted Ans:    Bruce Manning
Predicted Path:   Come to the Stable --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[written_by]--> Bruce Manning
Path (Raw):       Come to the Stable --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[written_by]--> Bruce Manning
Neg LogProb(↓):   0.332374
Path Entropy(↓):  1.168220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with breno mello
Start Entity:     Breno Mello
Gold Answer:      [['Marpessa Dawn', 'Marcel Camus']]
Predicted Ans:    Marpessa Dawn
Predicted Path:   Breno Mello --[(INV) starred_actors]--> Black Orpheus --[starred_actors]--> Marpessa Dawn
Path (Raw):       Breno Mello --[No Operation]--> Breno Mello --[(INV) starred_actors]--> Black Orpheus --[starred_actors]--> Marpessa Dawn
Neg LogProb(↓):   0.009022
Path Entropy(↓):  0.051623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by roxie hart actors
Start Entity:     Roxie Hart
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Crime', 'Comedy', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Roxie Hart --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       Roxie Hart --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   1.010434
Path Entropy(↓):  1.817209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Bruce a. evans directed which movies
Start Entity:     Bruce A. Evans
Gold Answer:      [['Mr. Brooks', 'Kuffs']]
Predicted Ans:    Kuffs
Predicted Path:   Bruce A. Evans --[(INV) directed_by]--> Kuffs --[directed_by]--> Bruce A. Evans --[(INV) directed_by]--> Kuffs
Path (Raw):       Bruce A. Evans --[(INV) directed_by]--> Kuffs --[directed_by]--> Bruce A. Evans --[(INV) directed_by]--> Kuffs
Neg LogProb(↓):   0.000096
Path Entropy(↓):  0.000991
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of white elephant starred who
Start Entity:     White Elephant
Gold Answer:      [['Rodrigo Santoro', 'Ricardo Darín', 'Elli Medeiros', 'Daniel Valenzuela', 'Luis Margani', 'Adriana Aizemberg']]
Predicted Ans:    Ricardo Darín
Predicted Path:   White Elephant --[written_by]--> Pablo Trapero --[(INV) written_by]--> Carancho --[starred_actors]--> Ricardo Darín
Path (Raw):       White Elephant --[written_by]--> Pablo Trapero --[(INV) written_by]--> Carancho --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of back to the future
Start Entity:     Back to the Future
Gold Answer:      [['The Frighteners', 'All the Right Moves', 'The Dream Team', 'Anastasia', 'The Beaver Trilogy', 'Casual Sex?', 'Angels in the Outfield', 'Baby Geniuses', 'Suburban Commando', 'Some Kind of Wonderful', 'Stuart Little', 'Clue', 'Life with Mikey', 'Midnight Madness', 'Article 99', "Things to Do in Denver When You're Dead", 'Blue in the Face', 'Howard the Duck', 'The Trouble with the Truth', 'Splinterheads', 'SpaceCamp', 'For Love or Money', 'Back to the Future Part II', 'Who Framed Roger Rabbit', 'Simon Says', 'My Favorite Martian', 'Addams Family Values', 'Bartleby', 'Casualties of War', 'The Legend of the Lone Ranger', 'Teen Wolf', 'Walk Like a Man', 'Red Dawn', 'Doc Hollywood', 'Bright Lights, Big City', 'Greedy', '9', 'Rent-a-Kid', 'The American President', 'Crime and Punishment', 'Rubin and Ed', "River's Edge", 'The Hard Way', "Goin' South", 'Stuart Little 2', 'Back to the Future Part III', 'Light of Day', 'The Bag Man', 'Piranha 3D', 'Dead Man', 'Alice in Wonderland', 'Twister']]
Predicted Ans:    Red Dawn
Predicted Path:   Back to the Future --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn
Path (Raw):       Back to the Future --[No Operation]--> Back to the Future --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn
Neg LogProb(↓):   0.154095
Path Entropy(↓):  0.674407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by toshiya fujita released
Start Entity:     Toshiya Fujita
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Toshiya Fujita --[(INV) directed_by]--> Lady Snowblood --[release_year]--> 1973
Path (Raw):       Toshiya Fujita --[No Operation]--> Toshiya Fujita --[(INV) directed_by]--> Lady Snowblood --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie inglourious basterds
Start Entity:     Inglourious Basterds
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Inglourious Basterds --[has_genre]--> War --[(INV) has_genre]--> Operation Crossbow --[has_genre]--> War
Path (Raw):       Inglourious Basterds --[has_genre]--> War --[(INV) has_genre]--> Operation Crossbow --[has_genre]--> War
Neg LogProb(↓):   1.448120
Path Entropy(↓):  2.416164
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by jack rebney
Start Entity:     Jack Rebney
Gold Answer:      [['Ben Steinbauer']]
Predicted Ans:    Ben Steinbauer
Predicted Path:   Jack Rebney --[(INV) starred_actors]--> Winnebago Man --[written_by]--> Ben Steinbauer
Path (Raw):       Jack Rebney --[No Operation]--> Jack Rebney --[(INV) starred_actors]--> Winnebago Man --[written_by]--> Ben Steinbauer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the fan
Start Entity:     The Fan
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Fan --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       The Fan --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   1.539886
Path Entropy(↓):  2.808486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of marjorie kinnan rawlings
Start Entity:     Marjorie Kinnan Rawlings
Gold Answer:      [['Paul Osborn']]
Predicted Ans:    Paul Osborn
Predicted Path:   Marjorie Kinnan Rawlings --[(INV) written_by]--> The Yearling --[written_by]--> Paul Osborn
Path (Raw):       Marjorie Kinnan Rawlings --[No Operation]--> Marjorie Kinnan Rawlings --[(INV) written_by]--> The Yearling --[written_by]--> Paul Osborn
Neg LogProb(↓):   0.044090
Path Entropy(↓):  0.207407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by charles grosvenor were released in which years
Start Entity:     Charles Grosvenor
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Charles Grosvenor --[(INV) directed_by]--> Once Upon a Forest --[release_year]--> 1993
Path (Raw):       Charles Grosvenor --[No Operation]--> Charles Grosvenor --[(INV) directed_by]--> Once Upon a Forest --[release_year]--> 1993
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the wild bunch were released in which years
Start Entity:     The Wild Bunch
Gold Answer:      [['1968', '1971', '1965', '1974', '2011']]
Predicted Ans:    1971
Predicted Path:   The Wild Bunch --[written_by]--> Sam Peckinpah --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Path (Raw):       The Wild Bunch --[written_by]--> Sam Peckinpah --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Neg LogProb(↓):   1.285696
Path Entropy(↓):  1.887110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with 100 rifles in
Start Entity:     100 Rifles
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    French
Predicted Path:   100 Rifles --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       100 Rifles --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.032352
Path Entropy(↓):  0.165661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was angels over broadway released
Start Entity:     Angels Over Broadway
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Angels Over Broadway --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Path (Raw):       Angels Over Broadway --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Neg LogProb(↓):   2.065400
Path Entropy(↓):  3.394610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with christopher allport
Start Entity:     Christopher Allport
Gold Answer:      [['Scott MacDonald', 'Michael Keaton', 'Kelly Preston']]
Predicted Ans:    Michael Keaton
Predicted Path:   Christopher Allport --[(INV) starred_actors]--> Jack Frost --[starred_actors]--> Michael Keaton
Path (Raw):       Christopher Allport --[No Operation]--> Christopher Allport --[(INV) starred_actors]--> Jack Frost --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   0.008697
Path Entropy(↓):  0.056819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing the seagull's laughter
Start Entity:     The Seagull's Laughter
Gold Answer:      [['iceland']]
Predicted Ans:    iceland
Predicted Path:   The Seagull's Laughter --[has_tags]--> iceland --[(INV) has_tags]--> Land Ho! --[has_tags]--> iceland
Path (Raw):       The Seagull's Laughter --[has_tags]--> iceland --[(INV) has_tags]--> Land Ho! --[has_tags]--> iceland
Neg LogProb(↓):   0.026868
Path Entropy(↓):  0.150249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films moscow on the hudson are written by who
Start Entity:     Moscow on the Hudson
Gold Answer:      [['William Shakespeare', 'Roger L. Simon', 'Paul Mazursky', 'Larry Tucker', 'Josh Greenfeld', 'Chazz Palminteri']]
Predicted Ans:    William Shakespeare
Predicted Path:   Moscow on the Hudson --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[written_by]--> William Shakespeare
Path (Raw):       Moscow on the Hudson --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.367713
Path Entropy(↓):  0.864756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of marathon man were directed by who
Start Entity:     Marathon Man
Gold Answer:      [['Richard Attenborough', 'Peter Yates', 'Stephen Hopkins', 'Richard Donner', 'John Carpenter', 'Frank Oz', 'George Roy Hill', 'Clint Eastwood', 'Jack Smight', 'Ralph Nelson', 'Simon West', 'Lawrence Kasdan', 'Rob Reiner', 'Alan J. Pakula', 'Bryan Forbes']]
Predicted Ans:    John Schlesinger
Predicted Path:   Marathon Man --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man --[directed_by]--> John Schlesinger
Path (Raw):       Marathon Man --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.123638
Path Entropy(↓):  0.585147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in mannequin
Start Entity:     Mannequin
Gold Answer:      [['Andrew McCarthy', 'James Spader', 'Kim Cattrall', 'Estelle Getty']]
Predicted Ans:    Alan Curtis
Predicted Path:   Mannequin --[starred_actors]--> Alan Curtis --[(INV) starred_actors]--> Mannequin --[starred_actors]--> Alan Curtis
Path (Raw):       Mannequin --[starred_actors]--> Alan Curtis --[(INV) starred_actors]--> Mannequin --[starred_actors]--> Alan Curtis
Neg LogProb(↓):   0.848838
Path Entropy(↓):  1.138362
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the writer of 7 women
Start Entity:     7 Women
Gold Answer:      [['John McCormick', 'Norah Lofts', 'Janet Green']]
Predicted Ans:    Nigel Kneale
Predicted Path:   7 Women --[written_by]--> Norah Lofts --[(INV) written_by]--> The Witches --[written_by]--> Nigel Kneale
Path (Raw):       7 Women --[written_by]--> Norah Lofts --[(INV) written_by]--> The Witches --[written_by]--> Nigel Kneale
Neg LogProb(↓):   0.564710
Path Entropy(↓):  1.420900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Richard prince directed which movies
Start Entity:     Richard Prince
Gold Answer:      [['Destricted']]
Predicted Ans:    Destricted
Predicted Path:   Richard Prince --[(INV) directed_by]--> Destricted --[directed_by]--> Marilyn Minter --[(INV) directed_by]--> Destricted
Path (Raw):       Richard Prince --[(INV) directed_by]--> Destricted --[directed_by]--> Marilyn Minter --[(INV) directed_by]--> Destricted
Neg LogProb(↓):   0.674582
Path Entropy(↓):  0.824918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of hurt
Start Entity:     Hurt
Gold Answer:      [['Barbara Stepansky']]
Predicted Ans:    Barbara Stepansky
Predicted Path:   Hurt --[directed_by]--> Barbara Stepansky --[(INV) directed_by]--> Hurt --[directed_by]--> Barbara Stepansky
Path (Raw):       Hurt --[directed_by]--> Barbara Stepansky --[(INV) directed_by]--> Hurt --[directed_by]--> Barbara Stepansky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did susan strasberg star in
Start Entity:     Susan Strasberg
Gold Answer:      [['The Manitou', 'Picnic']]
Predicted Ans:    Splendor in the Grass
Predicted Path:   Susan Strasberg --[(INV) starred_actors]--> Picnic --[written_by]--> William Inge --[(INV) written_by]--> Splendor in the Grass
Path (Raw):       Susan Strasberg --[(INV) starred_actors]--> Picnic --[written_by]--> William Inge --[(INV) written_by]--> Splendor in the Grass
Neg LogProb(↓):   0.789841
Path Entropy(↓):  1.064696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of bound for glory is also the director of which movies
Start Entity:     Bound for Glory
Gold Answer:      [['Harold and Maude', 'The Last Detail', 'Coming Home', "The Slugger's Wife", '8 Million Ways to Die', "Lookin' to Get Out", 'The Landlord', 'Shampoo', 'Being There']]
Predicted Ans:    The Last Detail
Predicted Path:   Bound for Glory --[directed_by]--> Hal Ashby --[(INV) directed_by]--> The Last Detail
Path (Raw):       Bound for Glory --[directed_by]--> Hal Ashby --[(INV) directed_by]--> The Last Detail --[No Operation]--> The Last Detail
Neg LogProb(↓):   1.151969
Path Entropy(↓):  1.781560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie standing still
Start Entity:     Standing Still
Gold Answer:      [['Christine Jeffs', 'Walter Salles', 'Clare Kilner', 'Tim Burton', 'Roger Kumble', 'Anand Tucker', 'James Bobin', 'Giancarlo Tallarico', 'Mike Nichols', 'Kevin Lima', 'John Patrick Shanley', 'Zack Snyder', 'David O. Russell', 'Masahiro Shinoda']]
Predicted Ans:    David O. Russell
Predicted Path:   Standing Still --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Path (Raw):       Standing Still --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Neg LogProb(↓):   0.003465
Path Entropy(↓):  0.028269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in all about anna
Start Entity:     All About Anna
Gold Answer:      [['2003']]
Predicted Ans:    2005
Predicted Path:   All About Anna --[starred_actors]--> Gry Bay --[(INV) starred_actors]--> All About Anna --[release_year]--> 2005
Path (Raw):       All About Anna --[starred_actors]--> Gry Bay --[(INV) starred_actors]--> All About Anna --[release_year]--> 2005
Neg LogProb(↓):   0.008584
Path Entropy(↓):  0.049215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in crimson tide
Start Entity:     Crimson Tide
Gold Answer:      [['Ronald Neame', 'James Foley', 'Brett Leonard', 'Peter Hyams', 'Don Medford', 'Edward Zwick', 'Mike Nichols', 'Denzel Washington', 'Clint Eastwood', 'Daniel Espinosa', 'Ted Kotcheff', 'Basil Dearden', 'Irwin Allen', 'Spike Lee', 'Peter Markle', 'Bud Yorkin', 'Bob Clark', 'Jonathan Demme', 'Wes Anderson', 'Nicolas Roeg', 'Donald Petrie', 'William Friedkin', 'Tony Scott', 'Michael Apted', 'Richard Donner', 'David Mamet', 'George Schaefer', 'Kelly Reichardt', 'Antoine Fuqua', 'John Ford', 'Penny Marshall', 'John Frankenheimer', 'Nicholas Meyer', 'Barry Sonnenfeld', 'Lawrence Kasdan', 'Boaz Yakin', 'Simon Moore', 'Ridley Scott', 'Alan Parker', 'David Carson', 'Russell Mulcahy', 'Andrew Davis', 'David Anspaugh', 'Francis Ford Coppola', 'Phillip Noyce', 'John Moore', 'Gary Fleder', 'Sam Raimi', 'Robert Benton', 'Mira Nair', 'Gregory Hoblit', 'Howard Deutch', 'Stanley Donen', 'Peter Masterson', 'Robert Zemeckis', 'Baltasar Kormákur', 'Richard Lester', 'Stephen Hopkins', 'Catherine Hardwicke', 'Jesse V. Johnson', 'Arthur Penn', 'Sydney Pollack', 'Eric Steven Stahl', 'Norman Jewison', 'Robert Day', 'Dick Richards', 'Richard Brooks', 'Gilbert Cates', 'Carl Franklin', 'Shinji Aoyama', 'Joseph L. Mankiewicz', 'Nick Cassavetes', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Richard Brooks
Predicted Path:   Crimson Tide --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[directed_by]--> Richard Brooks
Path (Raw):       Crimson Tide --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[directed_by]--> Richard Brooks
Neg LogProb(↓):   1.590823
Path Entropy(↓):  2.715372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in tammy and the bachelor
Start Entity:     Tammy and the Bachelor
Gold Answer:      [['Upton Sinclair', 'Abem Finkel', 'Harry Chandlee', 'Helen Deutsch', 'Fritz Lang', 'Richard Siddoway', 'Pat Proft', 'John Huston', 'Ernest Hemingway', 'Paddy Chayefsky', 'John Wexley', 'Bertolt Brecht', 'Richard Emery Roberts', 'James H. Street', 'Robert Kaufman', 'Jason Friedberg', 'Aaron Seltzer', 'Charles Schnee', 'Cyril Hume', 'Jo Swerling', 'Niven Busch', 'Richard Sherman', 'Stuart N. Lake', 'Dorothy Yost', 'Alex Gottlieb', 'Max Shulman', 'William Bowers', 'Robert Paul Smith', 'Gore Vidal', 'Irene Castle', 'Richard Morris', 'Tom Skeyhill', 'Steve Fisher', 'Paul Gallico', 'George Axelrod', 'Vereen Bell', 'Norman Lear', 'Krzysztof Zanussi', 'Herman J. Mankiewicz', 'Lillian Hellman', 'Kenneth Roberts', 'Bob Logan', 'Craig Mazin', 'Borden Chase', 'Oscar Hammerstein II', 'William Roberts', 'Howard Koch', 'Bruce Kimmel', 'Stephen King', 'Mary Chase', 'Joseph Dougherty', 'Laura Bower Van Nuys']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Tammy and the Bachelor --[starred_actors]--> Walter Brennan --[(INV) starred_actors]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Path (Raw):       Tammy and the Bachelor --[starred_actors]--> Walter Brennan --[(INV) starred_actors]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   0.503523
Path Entropy(↓):  1.277290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by michael feifer were written by who
Start Entity:     Michael Feifer
Gold Answer:      [['Darren Benjamin Shepherd']]
Predicted Ans:    Michael Feifer
Predicted Path:   Michael Feifer --[(INV) directed_by]--> Grim Reaper --[written_by]--> Michael Feifer
Path (Raw):       Michael Feifer --[No Operation]--> Michael Feifer --[(INV) directed_by]--> Grim Reaper --[written_by]--> Michael Feifer
Neg LogProb(↓):   0.109001
Path Entropy(↓):  0.420803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by the water horse actors
Start Entity:     The Water Horse
Gold Answer:      [['Jez Butterworth', 'Gustavo Ron', 'Barbet Schroeder']]
Predicted Ans:    Jez Butterworth
Predicted Path:   The Water Horse --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[directed_by]--> Jez Butterworth
Path (Raw):       The Water Horse --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[directed_by]--> Jez Butterworth
Neg LogProb(↓):   0.009537
Path Entropy(↓):  0.054658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film turn of faith
Start Entity:     Turn of Faith
Gold Answer:      [['Ridley Scott', 'John Hughes', 'Peter Hyams']]
Predicted Ans:    John Hughes
Predicted Path:   Turn of Faith --[starred_actors]--> Mia Sara --[(INV) starred_actors]--> Ferris Bueller's Day Off --[directed_by]--> John Hughes
Path (Raw):       Turn of Faith --[starred_actors]--> Mia Sara --[(INV) starred_actors]--> Ferris Bueller's Day Off --[directed_by]--> John Hughes
Neg LogProb(↓):   0.000058
Path Entropy(↓):  0.000636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by maria pitillo
Start Entity:     Maria Pitillo
Gold Answer:      [['Roland Emmerich', 'Gareth Edwards']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Maria Pitillo --[(INV) starred_actors]--> Godzilla --[directed_by]--> Roland Emmerich
Path (Raw):       Maria Pitillo --[No Operation]--> Maria Pitillo --[(INV) starred_actors]--> Godzilla --[directed_by]--> Roland Emmerich
Neg LogProb(↓):   0.626046
Path Entropy(↓):  0.690786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film heights were in which languages
Start Entity:     Heights
Gold Answer:      [['Dutch', 'Japanese', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Heights --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Path (Raw):       Heights --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.102069
Path Entropy(↓):  2.196362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film time bandits
Start Entity:     Time Bandits
Gold Answer:      [['Michael Palin', 'Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   Time Bandits --[written_by]--> Terry Gilliam --[(INV) written_by]--> Tideland --[written_by]--> Terry Gilliam
Path (Raw):       Time Bandits --[written_by]--> Terry Gilliam --[(INV) written_by]--> Tideland --[written_by]--> Terry Gilliam
Neg LogProb(↓):   0.387666
Path Entropy(↓):  1.212854
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of predator 2 also wrote which films
Start Entity:     Predator 2
Gold Answer:      [['Predator', 'Mission to Mars']]
Predicted Ans:    Predator 2
Predicted Path:   Predator 2 --[written_by]--> John Thomas --[(INV) written_by]--> Predator 2
Path (Raw):       Predator 2 --[written_by]--> John Thomas --[(INV) written_by]--> Predator 2 --[No Operation]--> Predator 2
Neg LogProb(↓):   0.028590
Path Entropy(↓):  0.137305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose screenwriters also wrote the signal
Start Entity:     The Signal
Gold Answer:      [['2012', '2011', '2005', '1971']]
Predicted Ans:    2012
Predicted Path:   The Signal --[written_by]--> David Bruckner --[(INV) written_by]--> V/H/S --[release_year]--> 2012
Path (Raw):       The Signal --[written_by]--> David Bruckner --[(INV) written_by]--> V/H/S --[release_year]--> 2012
Neg LogProb(↓):   0.009698
Path Entropy(↓):  0.066851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by moss hart
Start Entity:     Moss Hart
Gold Answer:      [['Jack Benny', 'Monty Woolley', 'Kris Kristofferson', 'Adolphe Menjou', 'Edward Arnold', 'Fredric March', 'Judy Garland', 'Ann Sheridan', 'James Stewart', 'Janet Gaynor', 'Robert Taylor', 'May Robson', 'Bette Davis', 'Jean Arthur', 'Eleanor Powell', 'James Mason', 'Lionel Barrymore', 'Barbra Streisand']]
Predicted Ans:    Bette Davis
Predicted Path:   Moss Hart --[(INV) written_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Path (Raw):       Moss Hart --[No Operation]--> Moss Hart --[(INV) written_by]--> The Man Who Came to Dinner --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.195029
Path Entropy(↓):  0.500150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed my sister eileen
Start Entity:     My Sister Eileen
Gold Answer:      [['Fred Astaire', 'David Tomlinson', 'Madeleine Carroll', 'Julie Andrews', 'Fred MacMurray', 'Judy Holliday', 'Ronald Colman', 'Henry Fonda', 'Philip Carey', 'Robert Montgomery', 'Claude Rains', 'Louis Calhern', 'Raymond Bussières', 'Grégoire Aslan', 'James Whitmore', 'Desi Arnaz', 'Lynne Frederick', 'William Holden', 'Adolphe Menjou', 'Jack Lemmon', "Arthur O'Connell", 'Rod Taylor', 'Kathryn Grant', 'Doris Day', 'Ernie Kovacs', 'Shirley Temple', 'Nancy Kwan', 'Raymond Massey', 'Paul Douglas', 'Karl Malden', 'Stewart Granger', 'Mario Lanza', 'Elke Sommer', 'Dorothy Dell', 'Hedy Lamarr', 'Lucille Ball', 'Lauren Bacall', 'William Powell', 'Virna Lisi', 'Melvyn Douglas', 'Kim Novak', 'Tony Curtis', 'Walter Matthau', 'Audrey Hepburn', 'Doretta Morrow', 'Rosalind Russell', 'Lee Bowman', 'Kirk Douglas', 'Catherine Spaak', 'Jane Greer', 'Lionel Jeffries', 'Bob Newhart', 'Evelyn Keyes', 'Barbara Rush', 'Natalie Wood', 'Deborah Kerr', 'James Mason', 'C. Aubrey Smith', 'Dean Miller', 'Peter Sellers']]
Predicted Ans:    Jack Lemmon
Predicted Path:   My Sister Eileen --[directed_by]--> Alexander Hall --[(INV) directed_by]--> My Sister Eileen --[starred_actors]--> Jack Lemmon
Path (Raw):       My Sister Eileen --[directed_by]--> Alexander Hall --[(INV) directed_by]--> My Sister Eileen --[starred_actors]--> Jack Lemmon
Neg LogProb(↓):   1.494577
Path Entropy(↓):  2.040079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie get the gringo are written by who
Start Entity:     Get the Gringo
Gold Answer:      [['Michael Almereyda', 'Terry Hayes', 'Joseph L. Galloway', 'Boris Pasternak', 'Franco Zeffirelli', 'William Shakespeare', 'Robert Towne', 'Robert Dillon', 'Richard Maibaum', 'Robert Bolt', 'Cyril Hume', 'Kenneth Branagh', 'Brian Helgeland', 'Grigori Kozintsev', 'Nicholas Klein', 'Roy Huggins', 'Nick Park', 'William Woods', 'Robert Rossen', 'Christopher Robbins', 'Julian Barry', 'Peter Weir', 'Cathy Yuspa', 'Josh Goldsmith', 'Diane Drake', 'Jarmo Lampela', 'George Miller', 'Isabelle Holland', 'Donald E. Westlake', 'William Goldman', 'Tony Richardson', 'James McCausland', 'Kyle Killen', 'Robert Rodriguez', 'M. Night Shyamalan', 'Richard Hough', 'Peter Lord', 'Rumer Godden', 'Randall Wallace', 'Dennis Potter', 'Robert Rodat', 'Bono', 'Jean Renoir']]
Predicted Ans:    Michael Almereyda
Predicted Path:   Get the Gringo --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[written_by]--> Michael Almereyda
Path (Raw):       Get the Gringo --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[written_by]--> Michael Almereyda
Neg LogProb(↓):   2.564259
Path Entropy(↓):  3.094713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of meantime
Start Entity:     Meantime
Gold Answer:      [['Philip Davis', 'Allan Corduner', 'Marion Bailey', 'Lesley Manville', 'Ruth Sheen', 'Lynda Steadman', 'Jim Broadbent', 'Alison Steadman', 'Claire Skinner', 'Timothy Spall', 'Dorothy Atkinson', 'Sally Hawkins', 'Katrin Cartlidge', 'Paul Jesson', 'Jane Horrocks']]
Predicted Ans:    Jim Broadbent
Predicted Path:   Meantime --[written_by]--> Mike Leigh --[(INV) written_by]--> Another Year --[starred_actors]--> Jim Broadbent
Path (Raw):       Meantime --[written_by]--> Mike Leigh --[(INV) written_by]--> Another Year --[starred_actors]--> Jim Broadbent
Neg LogProb(↓):   0.217725
Path Entropy(↓):  0.744129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film darkness
Start Entity:     Darkness
Gold Answer:      [['1995', '2000', '1975', '2001', '1990', '2003', '2005', '1993', '1996', '1973', '1999', '2002', '1974', '2011', '2013', '2007']]
Predicted Ans:    1975
Predicted Path:   Darkness --[starred_actors]--> Giancarlo Giannini --[(INV) starred_actors]--> Seven Beauties --[release_year]--> 1975
Path (Raw):       Darkness --[starred_actors]--> Giancarlo Giannini --[(INV) starred_actors]--> Seven Beauties --[release_year]--> 1975
Neg LogProb(↓):   0.554833
Path Entropy(↓):  0.897496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the brothers mcmullen director release
Start Entity:     The Brothers McMullen
Gold Answer:      [['1998', '2001', '2010', '1996', '2006', '2002', '2012', '2011', '2007']]
Predicted Ans:    2010
Predicted Path:   The Brothers McMullen --[directed_by]--> Edward Burns --[(INV) directed_by]--> Nice Guy Johnny --[release_year]--> 2010
Path (Raw):       The Brothers McMullen --[directed_by]--> Edward Burns --[(INV) directed_by]--> Nice Guy Johnny --[release_year]--> 2010
Neg LogProb(↓):   1.420597
Path Entropy(↓):  2.165644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for rosa luxemburg
Start Entity:     Rosa Luxemburg
Gold Answer:      [['Margarethe von Trotta']]
Predicted Ans:    Margarethe von Trotta
Predicted Path:   Rosa Luxemburg --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt --[written_by]--> Margarethe von Trotta
Path (Raw):       Rosa Luxemburg --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt --[written_by]--> Margarethe von Trotta
Neg LogProb(↓):   0.010395
Path Entropy(↓):  0.057730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by radiation
Start Entity:     radiation
Gold Answer:      [['Attack of the Giant Leeches', 'Hulk']]
Predicted Ans:    Hulk
Predicted Path:   radiation --[(INV) has_tags]--> Hulk --[has_tags]--> angry --[(INV) has_tags]--> Hulk
Path (Raw):       radiation --[(INV) has_tags]--> Hulk --[has_tags]--> angry --[(INV) has_tags]--> Hulk
Neg LogProb(↓):   0.012816
Path Entropy(↓):  0.078482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing copycat
Start Entity:     Copycat
Gold Answer:      [['thriller', 'sigourney weaver']]
Predicted Ans:    sigourney weaver
Predicted Path:   Copycat --[has_tags]--> sigourney weaver --[(INV) has_tags]--> Red Lights --[has_tags]--> sigourney weaver
Path (Raw):       Copycat --[has_tags]--> sigourney weaver --[(INV) has_tags]--> Red Lights --[has_tags]--> sigourney weaver
Neg LogProb(↓):   0.028597
Path Entropy(↓):  0.168920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jack weston
Start Entity:     Jack Weston
Gold Answer:      [['Terrence McNally', 'Evan Hunter']]
Predicted Ans:    Evan Hunter
Predicted Path:   Jack Weston --[(INV) starred_actors]--> Fuzz --[written_by]--> Evan Hunter
Path (Raw):       Jack Weston --[No Operation]--> Jack Weston --[(INV) starred_actors]--> Fuzz --[written_by]--> Evan Hunter
Neg LogProb(↓):   0.288306
Path Entropy(↓):  0.562848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with prozac nation fall under
Start Entity:     Prozac Nation
Gold Answer:      [['Romance', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Prozac Nation --[starred_actors]--> Anne Heche --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Path (Raw):       Prozac Nation --[starred_actors]--> Anne Heche --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Neg LogProb(↓):   0.191632
Path Entropy(↓):  0.517881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the hot spot actors
Start Entity:     The Hot Spot
Gold Answer:      [['Italian', 'English', 'Japanese']]
Predicted Ans:    Italian
Predicted Path:   The Hot Spot --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[in_language]--> Italian
Path (Raw):       The Hot Spot --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[in_language]--> Italian
Neg LogProb(↓):   0.303472
Path Entropy(↓):  0.578196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about princess
Start Entity:     princess
Gold Answer:      [['The Queen', 'Tangled Ever After', 'Brave', 'The Princess Bride', 'Frozen', 'Roman Holiday', 'The Princess and the Frog', 'The Hidden Fortress', 'Princess Mononoke']]
Predicted Ans:    The Scarlet and the Black
Predicted Path:   princess --[(INV) has_tags]--> Roman Holiday --[has_tags]--> rome --[(INV) has_tags]--> The Scarlet and the Black
Path (Raw):       princess --[(INV) has_tags]--> Roman Holiday --[has_tags]--> rome --[(INV) has_tags]--> The Scarlet and the Black
Neg LogProb(↓):   0.040215
Path Entropy(↓):  0.202201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by carroll o'connor
Start Entity:     Carroll O'Connor
Gold Answer:      [['Drama', 'Mystery', 'Comedy']]
Predicted Ans:    Mystery
Predicted Path:   Carroll O'Connor --[(INV) starred_actors]--> Marlowe --[has_genre]--> Mystery
Path (Raw):       Carroll O'Connor --[No Operation]--> Carroll O'Connor --[(INV) starred_actors]--> Marlowe --[has_genre]--> Mystery
Neg LogProb(↓):   0.231810
Path Entropy(↓):  0.702044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by roy andersson released
Start Entity:     Roy Andersson
Gold Answer:      [['1970', '2000', '1975', '2014', '2007']]
Predicted Ans:    2014
Predicted Path:   Roy Andersson --[(INV) directed_by]--> A Pigeon Sat on a Branch Reflecting on Existence --[release_year]--> 2014
Path (Raw):       Roy Andersson --[No Operation]--> Roy Andersson --[(INV) directed_by]--> A Pigeon Sat on a Branch Reflecting on Existence --[release_year]--> 2014
Neg LogProb(↓):   0.499515
Path Entropy(↓):  1.084743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ira sachs write
Start Entity:     Ira Sachs
Gold Answer:      [['Keep the Lights On', 'Love Is Strange', 'Married Life', 'Forty Shades of Blue']]
Predicted Ans:    Keep the Lights On
Predicted Path:   Ira Sachs --[(INV) written_by]--> Keep the Lights On --[written_by]--> Ira Sachs --[(INV) written_by]--> Keep the Lights On
Path (Raw):       Ira Sachs --[(INV) written_by]--> Keep the Lights On --[written_by]--> Ira Sachs --[(INV) written_by]--> Keep the Lights On
Neg LogProb(↓):   0.019162
Path Entropy(↓):  0.104504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the world's greatest lover
Start Entity:     The World's Greatest Lover
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The World's Greatest Lover --[directed_by]--> Gene Wilder --[(INV) directed_by]--> The World's Greatest Lover --[has_genre]--> Comedy
Path (Raw):       The World's Greatest Lover --[directed_by]--> Gene Wilder --[(INV) directed_by]--> The World's Greatest Lover --[has_genre]--> Comedy
Neg LogProb(↓):   0.368512
Path Entropy(↓):  0.779189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ozhan eren directed movies
Start Entity:     Özhan Eren
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Özhan Eren --[(INV) directed_by]--> 120 --[release_year]--> 2008
Path (Raw):       Özhan Eren --[No Operation]--> Özhan Eren --[(INV) directed_by]--> 120 --[release_year]--> 2008
Neg LogProb(↓):   0.052068
Path Entropy(↓):  0.200676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in she had to say yes
Start Entity:     She Had to Say Yes
Gold Answer:      [['Loretta Young']]
Predicted Ans:    Loretta Young
Predicted Path:   She Had to Say Yes --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young
Path (Raw):       She Had to Say Yes --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young
Neg LogProb(↓):   0.005763
Path Entropy(↓):  0.039375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of tim robbins
Start Entity:     Tim Robbins
Gold Answer:      [['Helen Prejean']]
Predicted Ans:    Tim Robbins
Predicted Path:   Tim Robbins --[(INV) written_by]--> Dead Man Walking --[written_by]--> Tim Robbins
Path (Raw):       Tim Robbins --[No Operation]--> Tim Robbins --[(INV) written_by]--> Dead Man Walking --[written_by]--> Tim Robbins
Neg LogProb(↓):   0.006036
Path Entropy(↓):  0.041121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of jean louisa kelly
Start Entity:     Jean Louisa Kelly
Gold Answer:      [['Macaulay Culkin', 'John Candy', 'Gaby Hoffmann']]
Predicted Ans:    Gaby Hoffmann
Predicted Path:   Jean Louisa Kelly --[(INV) starred_actors]--> Uncle Buck --[starred_actors]--> Gaby Hoffmann
Path (Raw):       Jean Louisa Kelly --[No Operation]--> Jean Louisa Kelly --[(INV) starred_actors]--> Uncle Buck --[starred_actors]--> Gaby Hoffmann
Neg LogProb(↓):   0.287823
Path Entropy(↓):  0.662180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote let me in
Start Entity:     Let Me In
Gold Answer:      [['Horror', 'Comedy', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Let Me In --[written_by]--> Matt Reeves --[(INV) written_by]--> Let Me In --[has_genre]--> Horror
Path (Raw):       Let Me In --[written_by]--> Matt Reeves --[(INV) written_by]--> Let Me In --[has_genre]--> Horror
Neg LogProb(↓):   0.064387
Path Entropy(↓):  0.289404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie mamma roma were released in which years
Start Entity:     Mamma Roma
Gold Answer:      [['1968', '1963', '1988', '1964', '1975', '1972', '1971', '1966', '1942', '1961', '1967', '1969', '1974']]
Predicted Ans:    1963
Predicted Path:   Mamma Roma --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Ro.Go.Pa.G. --[release_year]--> 1963
Path (Raw):       Mamma Roma --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Ro.Go.Pa.G. --[release_year]--> 1963
Neg LogProb(↓):   1.572140
Path Entropy(↓):  2.565691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie exit wounds
Start Entity:     Exit Wounds
Gold Answer:      [['Wesley Strick']]
Predicted Ans:    John Westermann
Predicted Path:   Exit Wounds --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Exit Wounds --[written_by]--> John Westermann
Path (Raw):       Exit Wounds --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Exit Wounds --[written_by]--> John Westermann
Neg LogProb(↓):   0.138433
Path Entropy(↓):  0.476440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What terms are applicable to images
Start Entity:     Images
Gold Answer:      [['robert altman']]
Predicted Ans:    robert altman
Predicted Path:   Images --[has_tags]--> robert altman --[(INV) has_tags]--> Nashville --[has_tags]--> robert altman
Path (Raw):       Images --[has_tags]--> robert altman --[(INV) has_tags]--> Nashville --[has_tags]--> robert altman
Neg LogProb(↓):   0.139377
Path Entropy(↓):  0.475473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by victor garcia fall under
Start Entity:     Víctor García
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Víctor García --[(INV) directed_by]--> Return to House on Haunted Hill --[has_genre]--> Horror
Path (Raw):       Víctor García --[No Operation]--> Víctor García --[(INV) directed_by]--> Return to House on Haunted Hill --[has_genre]--> Horror
Neg LogProb(↓):   0.010096
Path Entropy(↓):  0.056211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie the lost battalion
Start Entity:     The Lost Battalion
Gold Answer:      [['James Carabatsos']]
Predicted Ans:    James Carabatsos
Predicted Path:   The Lost Battalion --[written_by]--> James Carabatsos --[(INV) written_by]--> The Lost Battalion --[written_by]--> James Carabatsos
Path (Raw):       The Lost Battalion --[written_by]--> James Carabatsos --[(INV) written_by]--> The Lost Battalion --[written_by]--> James Carabatsos
Neg LogProb(↓):   0.000112
Path Entropy(↓):  0.001130
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by rosemary forsyth were released in which years
Start Entity:     Rosemary Forsyth
Gold Answer:      [['1969', '1965']]
Predicted Ans:    1965
Predicted Path:   Rosemary Forsyth --[(INV) starred_actors]--> The War Lord --[release_year]--> 1965
Path (Raw):       Rosemary Forsyth --[No Operation]--> Rosemary Forsyth --[(INV) starred_actors]--> The War Lord --[release_year]--> 1965
Neg LogProb(↓):   0.021255
Path Entropy(↓):  0.102023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by ferid boughedir released
Start Entity:     Férid Boughedir
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Férid Boughedir --[(INV) directed_by]--> A Summer in La Goulette --[release_year]--> 1996
Path (Raw):       Férid Boughedir --[No Operation]--> Férid Boughedir --[(INV) directed_by]--> A Summer in La Goulette --[release_year]--> 1996
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie mystic pizza in a few words
Start Entity:     Mystic Pizza
Gold Answer:      [['julia roberts', "vincent d'onofrio", 'lili taylor']]
Predicted Ans:    julia roberts
Predicted Path:   Mystic Pizza --[has_tags]--> julia roberts --[(INV) has_tags]--> Fireflies in the Garden --[has_tags]--> julia roberts
Path (Raw):       Mystic Pizza --[has_tags]--> julia roberts --[(INV) has_tags]--> Fireflies in the Garden --[has_tags]--> julia roberts
Neg LogProb(↓):   0.167326
Path Entropy(↓):  0.498658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote cannibal! the musical
Start Entity:     Cannibal! The Musical
Gold Answer:      [['Trey Parker']]
Predicted Ans:    Trey Parker
Predicted Path:   Cannibal! The Musical --[written_by]--> Trey Parker --[(INV) written_by]--> Orgazmo --[directed_by]--> Trey Parker
Path (Raw):       Cannibal! The Musical --[written_by]--> Trey Parker --[(INV) written_by]--> Orgazmo --[directed_by]--> Trey Parker
Neg LogProb(↓):   0.110728
Path Entropy(↓):  0.335558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in ocean's eleven also appears in which films
Start Entity:     Ocean's Eleven
Gold Answer:      [['Fantastic Mr. Fox', 'Gravity', 'The Peacemaker', 'Out of Sight', 'The American', 'Syriana', 'Solaris', 'The Ides of March', "Ocean's Twelve", 'Up in the Air', 'The Good German', 'The Descendants', 'Burn After Reading', 'Intolerable Cruelty', 'One Fine Day', 'O Brother, Where Art Thou?', 'The Monuments Men', 'The Men Who Stare at Goats', 'Three Kings', 'The Perfect Storm']]
Predicted Ans:    The Monuments Men
Predicted Path:   Ocean's Eleven --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The Monuments Men
Path (Raw):       Ocean's Eleven --[starred_actors]--> George Clooney --[No Operation]--> George Clooney --[(INV) starred_actors]--> The Monuments Men
Neg LogProb(↓):   0.206447
Path Entropy(↓):  0.678094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with ola rapace
Start Entity:     Ola Rapace
Gold Answer:      [['Ville Virtanen', 'Noomi Rapace', 'Outi Mäenpää']]
Predicted Ans:    Noomi Rapace
Predicted Path:   Ola Rapace --[(INV) starred_actors]--> Beyond --[starred_actors]--> Noomi Rapace
Path (Raw):       Ola Rapace --[No Operation]--> Ola Rapace --[(INV) starred_actors]--> Beyond --[starred_actors]--> Noomi Rapace
Neg LogProb(↓):   0.004834
Path Entropy(↓):  0.032667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by anatole de grunwald released
Start Entity:     Anatole de Grunwald
Gold Answer:      [['1999', '1959', '1948']]
Predicted Ans:    1999
Predicted Path:   Anatole de Grunwald --[(INV) written_by]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       Anatole de Grunwald --[No Operation]--> Anatole de Grunwald --[(INV) written_by]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   0.166552
Path Entropy(↓):  0.495513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by gene quintano
Start Entity:     Gene Quintano
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Gene Quintano --[(INV) directed_by]--> Why Me? --[has_genre]--> Comedy
Path (Raw):       Gene Quintano --[No Operation]--> Gene Quintano --[(INV) directed_by]--> Why Me? --[has_genre]--> Comedy
Neg LogProb(↓):   0.000934
Path Entropy(↓):  0.007471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of lucien hubbard directed movies
Start Entity:     Lucien Hubbard
Gold Answer:      [['Jules Verne']]
Predicted Ans:    Sam Wood
Predicted Path:   Lucien Hubbard --[(INV) written_by]--> Paid --[directed_by]--> Sam Wood
Path (Raw):       Lucien Hubbard --[No Operation]--> Lucien Hubbard --[(INV) written_by]--> Paid --[directed_by]--> Sam Wood
Neg LogProb(↓):   0.310693
Path Entropy(↓):  0.600080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films was mohsen makhmalbaf a writer on
Start Entity:     Mohsen Makhmalbaf
Gold Answer:      [['Gabbeh', 'Blackboards', 'The Apple', 'A Moment of Innocence', 'Kandahar']]
Predicted Ans:    Blackboards
Predicted Path:   Mohsen Makhmalbaf --[(INV) written_by]--> Blackboards --[written_by]--> Samira Makhmalbaf --[(INV) written_by]--> Blackboards
Path (Raw):       Mohsen Makhmalbaf --[(INV) written_by]--> Blackboards --[written_by]--> Samira Makhmalbaf --[(INV) written_by]--> Blackboards
Neg LogProb(↓):   1.073663
Path Entropy(↓):  2.098184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie gleaming the cube were in which genres
Start Entity:     Gleaming the Cube
Gold Answer:      [['Romance', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Gleaming the Cube --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Alone in the Dark --[has_genre]--> Horror
Path (Raw):       Gleaming the Cube --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Alone in the Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.665649
Path Entropy(↓):  1.699097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the kiss of the vampire
Start Entity:     The Kiss of the Vampire
Gold Answer:      [['Peter Sasdy']]
Predicted Ans:    Don Sharp
Predicted Path:   The Kiss of the Vampire --[written_by]--> Anthony Hinds --[(INV) written_by]--> The Kiss of the Vampire --[directed_by]--> Don Sharp
Path (Raw):       The Kiss of the Vampire --[written_by]--> Anthony Hinds --[(INV) written_by]--> The Kiss of the Vampire --[directed_by]--> Don Sharp
Neg LogProb(↓):   0.040151
Path Entropy(↓):  0.165894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the boys are back were in which genres
Start Entity:     The Boys Are Back
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Boys Are Back --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Path (Raw):       The Boys Are Back --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Neg LogProb(↓):   0.303235
Path Entropy(↓):  0.711775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was stay alive released
Start Entity:     Stay Alive
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Stay Alive --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Stay Alive --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.694920
Path Entropy(↓):  4.204999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the a canterbury tale director release
Start Entity:     A Canterbury Tale
Gold Answer:      [['1939', '1948', '1950', '1960', '1951', '1942', '1940', '1947', '1935', '1969', '1937', '1943']]
Predicted Ans:    1942
Predicted Path:   A Canterbury Tale --[directed_by]--> Michael Powell --[(INV) directed_by]--> One of Our Aircraft Is Missing --[release_year]--> 1942
Path (Raw):       A Canterbury Tale --[directed_by]--> Michael Powell --[(INV) directed_by]--> One of Our Aircraft Is Missing --[release_year]--> 1942
Neg LogProb(↓):   1.351079
Path Entropy(↓):  2.223578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jayne brook acted together with who
Start Entity:     Jayne Brook
Gold Answer:      [['William McNamara', 'Bibi Besch', 'James Sikking']]
Predicted Ans:    William McNamara
Predicted Path:   Jayne Brook --[(INV) starred_actors]--> Doing Time on Maple Drive --[starred_actors]--> William McNamara
Path (Raw):       Jayne Brook --[No Operation]--> Jayne Brook --[(INV) starred_actors]--> Doing Time on Maple Drive --[starred_actors]--> William McNamara
Neg LogProb(↓):   0.173075
Path Entropy(↓):  0.549983
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie educating rita
Start Entity:     Educating Rita
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '2006', '1985', '1967', '1979', '1974', '1984', '2007', '1968', '1998', '2009', '2004', '1982', '1994', '1976', '1972', '1971', '1990', '1996', '2002', '1981', '2012', '2011', '1986', '1988', '1978', '2000', '1975', '1966', '2005', '1965', '1999', '1987', '1969', '1958']]
Predicted Ans:    1969
Predicted Path:   Educating Rita --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Path (Raw):       Educating Rita --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Neg LogProb(↓):   2.438884
Path Entropy(↓):  3.855353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the devil's playground written by
Start Entity:     The Devil's Playground
Gold Answer:      [['Fred Schepisi']]
Predicted Ans:    Graham Swift
Predicted Path:   The Devil's Playground --[written_by]--> Fred Schepisi --[(INV) written_by]--> Last Orders --[written_by]--> Graham Swift
Path (Raw):       The Devil's Playground --[written_by]--> Fred Schepisi --[(INV) written_by]--> Last Orders --[written_by]--> Graham Swift
Neg LogProb(↓):   0.063389
Path Entropy(↓):  0.253971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the language spoken in the movie the grudge
Start Entity:     The Grudge
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Grudge --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       The Grudge --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.507023
Path Entropy(↓):  3.294536
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of chicago joe and the showgirl starred who
Start Entity:     Chicago Joe and the Showgirl
Gold Answer:      [['Greta Garbo', 'Matthew Macfadyen', 'Mia Kirshner', 'Virginia Madsen', 'Sean Bean', 'Xander Berkeley', 'Rhys Ifans', 'Fredric March', 'Alfred Molina', 'David Thewlis', 'Glenne Headly', 'Kelly Macdonald', 'Sophie Marceau', "Maureen O'Sullivan", 'Chloë Sevigny', 'Tony Todd']]
Predicted Ans:    Virginia Madsen
Predicted Path:   Chicago Joe and the Showgirl --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Candyman --[starred_actors]--> Virginia Madsen
Path (Raw):       Chicago Joe and the Showgirl --[directed_by]--> Bernard Rose --[(INV) directed_by]--> Candyman --[starred_actors]--> Virginia Madsen
Neg LogProb(↓):   0.442604
Path Entropy(↓):  0.881395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie herbie goes bananas starred who
Start Entity:     Herbie Goes Bananas
Gold Answer:      [['Cloris Leachman']]
Predicted Ans:    Cloris Leachman
Predicted Path:   Herbie Goes Bananas --[starred_actors]--> Cloris Leachman --[(INV) starred_actors]--> Beerfest --[starred_actors]--> Cloris Leachman
Path (Raw):       Herbie Goes Bananas --[starred_actors]--> Cloris Leachman --[(INV) starred_actors]--> Beerfest --[starred_actors]--> Cloris Leachman
Neg LogProb(↓):   0.007039
Path Entropy(↓):  0.051535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by frank ryan
Start Entity:     Frank Ryan
Gold Answer:      [['Robert Paige', 'Deanna Durbin', 'Akim Tamiroff']]
Predicted Ans:    Deanna Durbin
Predicted Path:   Frank Ryan --[(INV) written_by]--> Can't Help Singing --[starred_actors]--> Deanna Durbin
Path (Raw):       Frank Ryan --[No Operation]--> Frank Ryan --[(INV) written_by]--> Can't Help Singing --[starred_actors]--> Deanna Durbin
Neg LogProb(↓):   0.012671
Path Entropy(↓):  0.075434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the wrestler also appears in which films
Start Entity:     The Wrestler
Gold Answer:      [['Passion Play', 'Homeboy', 'Generation Iron', 'The Conspirator', 'Down in the Valley', 'Double Team', 'Only You', 'Danika', 'Inescapable', 'Running with Scissors', 'The Paper', 'Domino', 'Digging to China', 'Slums of Beverly Hills', 'Johnny Handsome', 'Barfly', "Before the Devil Knows You're Dead", 'Unhook the Stars', 'Charlie Countryman', 'Little Secrets', 'The Life Before Her Eyes', 'Immortals', 'Parental Guidance', 'Untamed Heart', 'Barefoot', 'The Guru', 'The Perez Family', 'Harley Davidson and the Marlboro Man', 'Rumble Fish', 'My Cousin Vinny', 'Thirteen', 'White Sands', 'Happy Accidents', 'King of California', 'Angel Heart', "Buffalo '66", 'Killshot', 'Spun', 'Across the Universe', 'The Rewrite', 'Bullet', 'Desperate Hours', 'Year of the Dragon', 'The Lincoln Lawyer', 'The Pope of Greenwich Village', 'Cyrus', 'A Prayer for the Dying', 'The Watcher', 'Wild Orchid', 'In the Bedroom', 'Pretty Persuasion']]
Predicted Ans:    Mickey Rourke
Predicted Path:   The Wrestler --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[starred_actors]--> Mickey Rourke
Path (Raw):       The Wrestler --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[starred_actors]--> Mickey Rourke
Neg LogProb(↓):   1.204006
Path Entropy(↓):  1.495859
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film directed by vladimir grammatikov
Start Entity:     Vladimir Grammatikov
Gold Answer:      [['Mio in the Land of Faraway']]
Predicted Ans:    Mio in the Land of Faraway
Predicted Path:   Vladimir Grammatikov --[(INV) directed_by]--> Mio in the Land of Faraway --[directed_by]--> Vladimir Grammatikov --[(INV) directed_by]--> Mio in the Land of Faraway
Path (Raw):       Vladimir Grammatikov --[(INV) directed_by]--> Mio in the Land of Faraway --[directed_by]--> Vladimir Grammatikov --[(INV) directed_by]--> Mio in the Land of Faraway
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by rhett giles release
Start Entity:     Rhett Giles
Gold Answer:      [['1946', '2009', '2008', '1991', '2014']]
Predicted Ans:    1946
Predicted Path:   Rhett Giles --[(INV) starred_actors]--> Beauty and the Beast --[release_year]--> 1946
Path (Raw):       Rhett Giles --[No Operation]--> Rhett Giles --[(INV) starred_actors]--> Beauty and the Beast --[release_year]--> 1946
Neg LogProb(↓):   0.955610
Path Entropy(↓):  1.274512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in rv
Start Entity:     RV
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   RV --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[has_genre]--> Comedy
Path (Raw):       RV --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[has_genre]--> Comedy
Neg LogProb(↓):   0.553748
Path Entropy(↓):  0.811254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of fire of conscience also wrote which films
Start Entity:     Fire of Conscience
Gold Answer:      [['Unbeatable']]
Predicted Ans:    Fire of Conscience
Predicted Path:   Fire of Conscience --[written_by]--> Dante Lam --[(INV) written_by]--> Fire of Conscience
Path (Raw):       Fire of Conscience --[written_by]--> Dante Lam --[(INV) written_by]--> Fire of Conscience --[No Operation]--> Fire of Conscience
Neg LogProb(↓):   0.123858
Path Entropy(↓):  0.359893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by jean parker
Start Entity:     Jean Parker
Gold Answer:      [['Tim Ryan', 'Robert W. Chambers', 'René Clair']]
Predicted Ans:    René Clair
Predicted Path:   Jean Parker --[(INV) starred_actors]--> The Ghost Goes West --[written_by]--> René Clair
Path (Raw):       Jean Parker --[No Operation]--> Jean Parker --[(INV) starred_actors]--> The Ghost Goes West --[written_by]--> René Clair
Neg LogProb(↓):   0.148862
Path Entropy(↓):  0.493481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did knut berger star in
Start Entity:     Knut Berger
Gold Answer:      [['Walk on Water']]
Predicted Ans:    Walk on Water
Predicted Path:   Knut Berger --[(INV) starred_actors]--> Walk on Water --[written_by]--> Gal Uchovsky --[(INV) written_by]--> Walk on Water
Path (Raw):       Knut Berger --[(INV) starred_actors]--> Walk on Water --[written_by]--> Gal Uchovsky --[(INV) written_by]--> Walk on Water
Neg LogProb(↓):   0.054488
Path Entropy(↓):  0.220591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed new jack city
Start Entity:     New Jack City
Gold Answer:      [['Mario Van Peebles', 'Joy Bryant', 'Cybill Shepherd', 'Terry Crews', 'Wesley Snipes', 'Kirk Douglas']]
Predicted Ans:    Wesley Snipes
Predicted Path:   New Jack City --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[starred_actors]--> Wesley Snipes
Path (Raw):       New Jack City --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.114835
Path Entropy(↓):  0.386399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in april story
Start Entity:     April Story
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   April Story --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       April Story --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.245321
Path Entropy(↓):  3.229159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by cleavant derricks
Start Entity:     Cleavant Derricks
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cleavant Derricks --[(INV) starred_actors]--> Moscow on the Hudson --[has_genre]--> Comedy
Path (Raw):       Cleavant Derricks --[No Operation]--> Cleavant Derricks --[(INV) starred_actors]--> Moscow on the Hudson --[has_genre]--> Comedy
Neg LogProb(↓):   0.816468
Path Entropy(↓):  1.254468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the wave starred who
Start Entity:     The Wave
Gold Answer:      [['Max Riemelt', 'Rade Serbedzija', 'Kasia Smutniak', 'Karoline Herfurth', 'Nina Hoss', 'Moritz Bleibtreu']]
Predicted Ans:    Bruce Davison
Predicted Path:   The Wave --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[starred_actors]--> Bruce Davison
Path (Raw):       The Wave --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[starred_actors]--> Bruce Davison
Neg LogProb(↓):   0.629473
Path Entropy(↓):  1.169359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of far and away
Start Entity:     Far and Away
Gold Answer:      [['Steve Martin', 'Joanne Whalley', 'Jean Reno', 'John Candy', 'Jennifer Jason Leigh', 'Marisa Tomei', 'Robert De Niro', 'Glenn Close', 'Mel Gibson', 'Bill Paxton', 'Ron Howard', 'Nancy Morgan', 'Daryl Hannah', 'Hume Cronyn', 'Henry Winkler', 'Michael Sheen', 'Dianne Wiest', 'Kurt Russell', 'Winona Ryder', 'William Baldwin', 'Brian Dennehy', 'Renée Zellweger', 'Paul Giamatti', 'Christopher Plummer', 'Audrey Tautou', 'Jason Robards', 'Warwick Davis', 'Ian McKellen', 'Kevin James', 'Gedde Watanabe', 'Don Ameche', 'Wilford Brimley', 'Val Kilmer', 'Robert Duvall', 'Eugene Levy', 'Chris Hemsworth', 'Jennifer Connelly', 'Frank Langella', 'Russell Crowe', 'Donald Sutherland', 'Mary Steenburgen', 'Vince Vaughn', 'Daniel Brühl', 'Michael Keaton', 'Rene Russo', 'Tom Hanks', 'Gary Sinise', 'Ed Harris', 'Jason Patric', 'Kevin Bacon', 'Jean Marsh', 'Shelley Long']]
Predicted Ans:    Kevin Bacon
Predicted Path:   Far and Away --[directed_by]--> Ron Howard --[(INV) directed_by]--> Apollo 13 --[starred_actors]--> Kevin Bacon
Path (Raw):       Far and Away --[directed_by]--> Ron Howard --[(INV) directed_by]--> Apollo 13 --[starred_actors]--> Kevin Bacon
Neg LogProb(↓):   1.028940
Path Entropy(↓):  1.528770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the eagle and the hawk were in which genres
Start Entity:     The Eagle and the Hawk
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Eagle and the Hawk --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[has_genre]--> Drama
Path (Raw):       The Eagle and the Hawk --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[has_genre]--> Drama
Neg LogProb(↓):   0.415066
Path Entropy(↓):  1.422407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the loves of pharaoh are directed by who
Start Entity:     The Loves of Pharaoh
Gold Answer:      [['Paul Leni', 'Josef von Sternberg']]
Predicted Ans:    Josef von Sternberg
Predicted Path:   The Loves of Pharaoh --[starred_actors]--> Emil Jannings --[(INV) starred_actors]--> The Blue Angel --[directed_by]--> Josef von Sternberg
Path (Raw):       The Loves of Pharaoh --[starred_actors]--> Emil Jannings --[(INV) starred_actors]--> The Blue Angel --[directed_by]--> Josef von Sternberg
Neg LogProb(↓):   1.386535
Path Entropy(↓):  1.388669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the a midsummer night's sex comedy director
Start Entity:     A Midsummer Night's Sex Comedy
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Midsummer Night's Sex Comedy --[directed_by]--> Woody Allen --[(INV) directed_by]--> Deconstructing Harry --[has_genre]--> Comedy
Path (Raw):       A Midsummer Night's Sex Comedy --[directed_by]--> Woody Allen --[(INV) directed_by]--> Deconstructing Harry --[has_genre]--> Comedy
Neg LogProb(↓):   1.248502
Path Entropy(↓):  2.388231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of keep the lights on
Start Entity:     Keep the Lights On
Gold Answer:      [['Mauricio Zacharias', 'Ira Sachs']]
Predicted Ans:    Ira Sachs
Predicted Path:   Keep the Lights On --[written_by]--> Ira Sachs --[(INV) written_by]--> Forty Shades of Blue --[written_by]--> Ira Sachs
Path (Raw):       Keep the Lights On --[written_by]--> Ira Sachs --[(INV) written_by]--> Forty Shades of Blue --[written_by]--> Ira Sachs
Neg LogProb(↓):   0.190170
Path Entropy(↓):  0.581127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by homework screenwriters
Start Entity:     Homework
Gold Answer:      [['Drama', 'Horror', 'Family', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Homework --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[has_genre]--> Drama
Path (Raw):       Homework --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[has_genre]--> Drama
Neg LogProb(↓):   0.041358
Path Entropy(↓):  0.187406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by jonny campbell fall under
Start Entity:     Jonny Campbell
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jonny Campbell --[(INV) directed_by]--> Alien Autopsy --[has_genre]--> Comedy
Path (Raw):       Jonny Campbell --[No Operation]--> Jonny Campbell --[(INV) directed_by]--> Alien Autopsy --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by deep red writers
Start Entity:     Deep Red
Gold Answer:      [['Drama', 'Horror', 'Western', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Deep Red --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Path (Raw):       Deep Red --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.173471
Path Entropy(↓):  0.684363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the masque of the red death
Start Entity:     The Masque of the Red Death
Gold Answer:      [['Kate Beckinsale', 'William Shatner', 'Elizabeth Shepherd', 'Eric Fleming', 'Laurie Mitchell', 'John Cusack', 'Jane Fonda', 'Jim Sturgess', 'Bill Paxton', 'Zsa Zsa Gabor', 'Karl Malden', 'Bela Lugosi', 'Alice Eve', 'Luke Evans', 'Tony Randall', 'Alain Delon', 'Brendan Gleeson', 'Terence Stamp', 'David Thewlis', 'Adrienne Barbeau', 'Bill Pullman', 'Claude Dauphin', 'Brigitte Bardot', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Boris Karloff', 'Luigi Pistilli', 'Edwige Fenech', 'Anita Strindberg', 'Lon Chaney Jr.', 'Debra Paget', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Anita Strindberg
Predicted Path:   The Masque of the Red Death --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[starred_actors]--> Anita Strindberg
Path (Raw):       The Masque of the Red Death --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[starred_actors]--> Anita Strindberg
Neg LogProb(↓):   0.059037
Path Entropy(↓):  0.290250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of lemon tree is also the director of which films
Start Entity:     Lemon Tree
Gold Answer:      [['The Human Resources Manager', 'The Syrian Bride']]
Predicted Ans:    Lemon Tree
Predicted Path:   Lemon Tree --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree
Path (Raw):       Lemon Tree --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[No Operation]--> Lemon Tree
Neg LogProb(↓):   0.035943
Path Entropy(↓):  0.175033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What sort of movie is watch the birdie
Start Entity:     Watch the Birdie
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Watch the Birdie --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Watch the Birdie --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.355452
Path Entropy(↓):  4.432298
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did charlotte greenwood star in
Start Entity:     Charlotte Greenwood
Gold Answer:      [['So Long Letty', 'Down Argentine Way', 'The Man in Possession', 'Oklahoma!']]
Predicted Ans:    Oklahoma!
Predicted Path:   Charlotte Greenwood --[(INV) starred_actors]--> So Long Letty --[starred_actors]--> Charlotte Greenwood --[(INV) starred_actors]--> Oklahoma!
Path (Raw):       Charlotte Greenwood --[(INV) starred_actors]--> So Long Letty --[starred_actors]--> Charlotte Greenwood --[(INV) starred_actors]--> Oklahoma!
Neg LogProb(↓):   0.725304
Path Entropy(↓):  1.399521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the gate fall under
Start Entity:     The Gate
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Gate --[starred_actors]--> Stephen Dorff --[(INV) starred_actors]--> Backbeat --[has_genre]--> Drama
Path (Raw):       The Gate --[starred_actors]--> Stephen Dorff --[(INV) starred_actors]--> Backbeat --[has_genre]--> Drama
Neg LogProb(↓):   0.000784
Path Entropy(↓):  0.006950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of firefox also starred in which films
Start Entity:     Firefox
Gold Answer:      [['Thunderbolt and Lightfoot', 'Paint Your Wagon', 'The Beguiled', 'Sudden Impact', 'The Outlaw Josey Wales', 'Joe Kidd', 'A Fistful of Dollars', "Coogan's Bluff", 'Heartbreak Ridge', 'Trouble with the Curve', 'The Eiger Sanction', 'Blood Work', 'Two Mules for Sister Sara', 'Where Eagles Dare', 'Unforgiven', 'True Crime', 'The Rookie', 'Escape from Alcatraz', 'Any Which Way You Can', 'Magnum Force', 'The Gauntlet', 'Gran Torino', 'Pale Rider', 'The Bridges of Madison County', 'Absolute Power', 'In the Line of Fire', 'High Plains Drifter', 'The Good, the Bad and the Ugly', 'A Perfect World', "Kelly's Heroes", "Hang 'Em High", 'Space Cowboys', 'The Enforcer', 'Million Dollar Baby', 'Dirty Harry', 'The Dead Pool', 'Honkytonk Man', 'Bronco Billy', 'Play Misty for Me', 'City Heat', 'Tightrope', 'White Hunter Black Heart', 'For a Few Dollars More', 'Pink Cadillac']]
Predicted Ans:    Million Dollar Baby
Predicted Path:   Firefox --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby
Path (Raw):       Firefox --[starred_actors]--> Clint Eastwood --[No Operation]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby
Neg LogProb(↓):   1.019654
Path Entropy(↓):  2.117028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with a kind of loving in
Start Entity:     A Kind of Loving
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   A Kind of Loving --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Path (Raw):       A Kind of Loving --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Neg LogProb(↓):   0.124509
Path Entropy(↓):  0.389062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of faster, pussycat! kill! kill!
Start Entity:     Faster, Pussycat! Kill! Kill!
Gold Answer:      [['Erica Gavin', 'John Lazar', 'Marcia McBroom', 'Cynthia Myers', 'Dolly Read', 'Charles Napier', 'Lorna Maitland', 'Kitten Natividad', 'Ann Marie', 'Shari Eubank', 'Uschi Digard']]
Predicted Ans:    John Lazar
Predicted Path:   Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer --[(INV) written_by]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Path (Raw):       Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer --[(INV) written_by]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Neg LogProb(↓):   0.322304
Path Entropy(↓):  0.788286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor kevin phillips acted together with who
Start Entity:     Kevin Phillips
Gold Answer:      [['Sean Patrick Flanery', 'Johnny Strong', 'Costas Mandylor']]
Predicted Ans:    Costas Mandylor
Predicted Path:   Kevin Phillips --[(INV) starred_actors]--> Sinners and Saints --[starred_actors]--> Costas Mandylor
Path (Raw):       Kevin Phillips --[No Operation]--> Kevin Phillips --[(INV) starred_actors]--> Sinners and Saints --[starred_actors]--> Costas Mandylor
Neg LogProb(↓):   0.211682
Path Entropy(↓):  0.633885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the moon - spinners were in which languages
Start Entity:     The Moon-Spinners
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Moon-Spinners --[starred_actors]--> Eli Wallach --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Path (Raw):       The Moon-Spinners --[starred_actors]--> Eli Wallach --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Neg LogProb(↓):   0.012290
Path Entropy(↓):  0.066091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by william mapother were written by who
Start Entity:     William Mapother
Gold Answer:      [['Mike Cahill', 'Brit Marling', 'Barbara Stepansky']]
Predicted Ans:    Brit Marling
Predicted Path:   William Mapother --[(INV) starred_actors]--> Another Earth --[written_by]--> Brit Marling
Path (Raw):       William Mapother --[No Operation]--> William Mapother --[(INV) starred_actors]--> Another Earth --[written_by]--> Brit Marling
Neg LogProb(↓):   0.013977
Path Entropy(↓):  0.078076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the king and i
Start Entity:     The King and I
Gold Answer:      [['Robert Wise', 'Gene Kelly', 'John Cromwell', 'Rouben Mamoulian', 'James Whale', 'Roy Del Ruth', 'H.C. Potter', 'Sydney Pollack', 'Billy Wilder', 'Fred Zinnemann', 'Mike Nichols', 'Otto Preminger', 'Mark Robson', 'Alexander Mackendrick', 'George Sidney', 'Alfred Hitchcock']]
Predicted Ans:    Walter Lang
Predicted Path:   The King and I --[written_by]--> Margaret Landon --[(INV) written_by]--> The King and I --[directed_by]--> Walter Lang
Path (Raw):       The King and I --[written_by]--> Margaret Landon --[(INV) written_by]--> The King and I --[directed_by]--> Walter Lang
Neg LogProb(↓):   1.133695
Path Entropy(↓):  1.379591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by tyler mitchell were in which genres
Start Entity:     Tyler Mitchell
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tyler Mitchell --[(INV) written_by]--> The Incredible Burt Wonderstone --[has_genre]--> Comedy
Path (Raw):       Tyler Mitchell --[No Operation]--> Tyler Mitchell --[(INV) written_by]--> The Incredible Burt Wonderstone --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the big bounce
Start Entity:     The Big Bounce
Gold Answer:      [['Out of Sight', 'Stick', 'Mr. Majestyk', 'Get Shorty', 'Valdez Is Coming', '52 Pick-Up', 'Last Stand at Saber River', 'Joe Kidd', 'Life of Crime', 'Hombre', 'Be Cool', 'Touch', 'Cat Chaser', 'Killshot', 'The Tall T', 'Jackie Brown']]
Predicted Ans:    The Tall T
Predicted Path:   The Big Bounce --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T
Path (Raw):       The Big Bounce --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T --[No Operation]--> The Tall T
Neg LogProb(↓):   1.188854
Path Entropy(↓):  1.983222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the scribbler director
Start Entity:     The Scribbler
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Scribbler --[directed_by]--> John Suits --[(INV) directed_by]--> Breathing Room --[has_genre]--> Horror
Path (Raw):       The Scribbler --[directed_by]--> John Suits --[(INV) directed_by]--> Breathing Room --[has_genre]--> Horror
Neg LogProb(↓):   0.093581
Path Entropy(↓):  0.301016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie charlie and the chocolate factory were in which languages
Start Entity:     Charlie and the Chocolate Factory
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Charlie and the Chocolate Factory --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Charlie and the Chocolate Factory --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.118217
Path Entropy(↓):  0.351786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by anthony lawrence
Start Entity:     Anthony Lawrence
Gold Answer:      [['John Rich']]
Predicted Ans:    John Rich
Predicted Path:   Anthony Lawrence --[(INV) written_by]--> Roustabout --[directed_by]--> John Rich
Path (Raw):       Anthony Lawrence --[No Operation]--> Anthony Lawrence --[(INV) written_by]--> Roustabout --[directed_by]--> John Rich
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the left handed gun
Start Entity:     The Left Handed Gun
Gold Answer:      [['The Hustler', 'Message in a Bottle', 'The Towering Inferno', 'The Silver Chalice', 'The Rack', 'The Life and Times of Judge Roy Bean', 'Torn Curtain', 'Sweet Bird of Youth', 'A New Kind of Love', 'Quintet', 'Winning', "Nobody's Fool", 'Butch Cassidy and the Sundance Kid', 'The Prize', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Slap Shot', 'Cars', 'What a Way to Go!', 'Cool Hand Luke', 'Where the Money Is', 'From the Terrace', 'WUSA', 'Twilight', 'The Hudsucker Proxy', 'The Young Philadelphians', 'Sometimes a Great Notion', 'Absence of Malice', 'The Long, Hot Summer', 'Paris Blues', 'Blaze', 'Pocket Money', 'The Verdict', 'The Sting', 'Cat on a Hot Tin Roof', 'The Color of Money', 'Hombre', 'Harper', 'Hud', "Rally 'Round the Flag, Boys!", 'The Drowning Pool']]
Predicted Ans:    Torn Curtain
Predicted Path:   The Left Handed Gun --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain
Path (Raw):       The Left Handed Gun --[starred_actors]--> Paul Newman --[No Operation]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain
Neg LogProb(↓):   0.878272
Path Entropy(↓):  2.357379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by donna woolfolk cross release
Start Entity:     Donna Woolfolk Cross
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Donna Woolfolk Cross --[(INV) written_by]--> Pope Joan --[release_year]--> 2009
Path (Raw):       Donna Woolfolk Cross --[No Operation]--> Donna Woolfolk Cross --[(INV) written_by]--> Pope Joan --[release_year]--> 2009
Neg LogProb(↓):   0.000166
Path Entropy(↓):  0.001609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was bloody sunday released
Start Entity:     Bloody Sunday
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Bloody Sunday --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Path (Raw):       Bloody Sunday --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Neg LogProb(↓):   1.131135
Path Entropy(↓):  2.874650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in francesca neri acted films
Start Entity:     Francesca Neri
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Francesca Neri --[(INV) starred_actors]--> Live Flesh --[in_language]--> Spanish
Path (Raw):       Francesca Neri --[No Operation]--> Francesca Neri --[(INV) starred_actors]--> Live Flesh --[in_language]--> Spanish
Neg LogProb(↓):   0.000098
Path Entropy(↓):  0.000999
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jacques tourneur directed movies
Start Entity:     Jacques Tourneur
Gold Answer:      [['Waldo Salt', 'Alan Ormsby', 'DeWitt Bodeen', 'Ernest Haycox', 'David Goodis', 'Daniel Mainwaring', 'Cornell Woolrich', 'Margaret Carpenter']]
Predicted Ans:    Waldo Salt
Predicted Path:   Jacques Tourneur --[(INV) directed_by]--> The Flame and the Arrow --[written_by]--> Waldo Salt
Path (Raw):       Jacques Tourneur --[No Operation]--> Jacques Tourneur --[(INV) directed_by]--> The Flame and the Arrow --[written_by]--> Waldo Salt
Neg LogProb(↓):   0.899689
Path Entropy(↓):  1.275521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by greg h. sims
Start Entity:     Greg H. Sims
Gold Answer:      [['Bill Froehlich']]
Predicted Ans:    Bill Froehlich
Predicted Path:   Greg H. Sims --[(INV) written_by]--> Return to Horror High --[directed_by]--> Bill Froehlich
Path (Raw):       Greg H. Sims --[No Operation]--> Greg H. Sims --[(INV) written_by]--> Return to Horror High --[directed_by]--> Bill Froehlich
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with marguerite duras
Start Entity:     Marguerite Duras
Gold Answer:      [['Gérard Brach']]
Predicted Ans:    Gérard Brach
Predicted Path:   Marguerite Duras --[(INV) written_by]--> The Lover --[written_by]--> Gérard Brach
Path (Raw):       Marguerite Duras --[No Operation]--> Marguerite Duras --[(INV) written_by]--> The Lover --[written_by]--> Gérard Brach
Neg LogProb(↓):   0.005445
Path Entropy(↓):  0.034508
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about masahiro shinoda
Start Entity:     masahiro shinoda
Gold Answer:      [['Samurai Spy', 'Pale Flower', 'Double Suicide']]
Predicted Ans:    Double Suicide
Predicted Path:   masahiro shinoda --[(INV) has_tags]--> Double Suicide --[has_tags]--> masahiro shinoda --[(INV) has_tags]--> Double Suicide
Path (Raw):       masahiro shinoda --[(INV) has_tags]--> Double Suicide --[has_tags]--> masahiro shinoda --[(INV) has_tags]--> Double Suicide
Neg LogProb(↓):   0.018552
Path Entropy(↓):  0.100446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the baby of macon fall under
Start Entity:     The Baby of Mâcon
Gold Answer:      [['Drama', 'Documentary', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Baby of Mâcon --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[has_genre]--> Drama
Path (Raw):       The Baby of Mâcon --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[has_genre]--> Drama
Neg LogProb(↓):   0.018681
Path Entropy(↓):  0.096871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by pat ast were directed by who
Start Entity:     Pat Ast
Gold Answer:      [['Tom DeSimone']]
Predicted Ans:    Tom DeSimone
Predicted Path:   Pat Ast --[(INV) starred_actors]--> Reform School Girls --[directed_by]--> Tom DeSimone
Path (Raw):       Pat Ast --[No Operation]--> Pat Ast --[(INV) starred_actors]--> Reform School Girls --[directed_by]--> Tom DeSimone
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is wild in the country
Start Entity:     Wild in the Country
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Wild in the Country --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Wild in the Country --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.430944
Path Entropy(↓):  4.695875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by katie aselton released
Start Entity:     Katie Aselton
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Katie Aselton --[(INV) directed_by]--> Black Rock --[release_year]--> 2012
Path (Raw):       Katie Aselton --[No Operation]--> Katie Aselton --[(INV) directed_by]--> Black Rock --[release_year]--> 2012
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in donovan's reef
Start Entity:     Donovan's Reef
Gold Answer:      [['Jack Warden', 'Lee Marvin', 'Elizabeth Allen', 'John Wayne']]
Predicted Ans:    John Wayne
Predicted Path:   Donovan's Reef --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Path (Raw):       Donovan's Reef --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.917646
Path Entropy(↓):  1.473562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of you and me
Start Entity:     You and Me
Gold Answer:      [['Cloak and Dagger', 'The Return of Frank James', 'Rancho Notorious', 'Liliom', 'While the City Sleeps', 'Hangmen Also Die!', 'Scarlet Street', 'Human Desire', 'The Woman in the Window', 'House by the River', 'The Testament of Dr. Mabuse', 'Western Union', 'The Big Heat', 'Moonfleet', 'Ministry of Fear', 'Moontide', 'Destiny', 'Metropolis', 'Clash by Night', 'You Only Live Once', 'Beyond a Reasonable Doubt', 'M', 'The Blue Gardenia', 'Woman in the Moon', 'Fury', 'Man Hunt']]
Predicted Ans:    Man Hunt
Predicted Path:   You and Me --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt
Path (Raw):       You and Me --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[No Operation]--> Man Hunt
Neg LogProb(↓):   0.504435
Path Entropy(↓):  1.195956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the judge and the assassin
Start Entity:     The Judge and the Assassin
Gold Answer:      [['Mélanie Thierry', 'Gaspard Ulliel', 'Lambert Wilson']]
Predicted Ans:    Lambert Wilson
Predicted Path:   The Judge and the Assassin --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Path (Raw):       The Judge and the Assassin --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Neg LogProb(↓):   0.001442
Path Entropy(↓):  0.010970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of pete'n'tillie
Start Entity:     Pete 'n' Tillie
Gold Answer:      [['The Molly Maguires', 'The Spy Who Came in from the Cold', 'The Front', 'Nuts', 'Paris Blues', "Murphy's Romance", 'The Great White Hope', 'Norma Rae', 'The Brotherhood', 'The Sound and the Fury', 'Hombre', 'Edge of the City', 'Sounder', 'Hud', 'Cross Creek', 'The Long, Hot Summer', 'Conrack']]
Predicted Ans:    The Spy Who Came in from the Cold
Predicted Path:   Pete 'n' Tillie --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold
Path (Raw):       Pete 'n' Tillie --[No Operation]--> Pete 'n' Tillie --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold
Neg LogProb(↓):   1.421678
Path Entropy(↓):  1.933142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by peter masterson were released in which years
Start Entity:     Peter Masterson
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Peter Masterson --[(INV) written_by]--> The Best Little Whorehouse in Texas --[release_year]--> 1982
Path (Raw):       Peter Masterson --[No Operation]--> Peter Masterson --[(INV) written_by]--> The Best Little Whorehouse in Texas --[release_year]--> 1982
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with eric lartigau
Start Entity:     Eric Lartigau
Gold Answer:      [['Glenn Gaylord', 'Christopher Guest']]
Predicted Ans:    Christopher Guest
Predicted Path:   Eric Lartigau --[(INV) directed_by]--> The Big Picture --[directed_by]--> Christopher Guest
Path (Raw):       Eric Lartigau --[No Operation]--> Eric Lartigau --[(INV) directed_by]--> The Big Picture --[directed_by]--> Christopher Guest
Neg LogProb(↓):   0.018073
Path Entropy(↓):  0.104498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of matty rich directed films
Start Entity:     Matty Rich
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Matty Rich --[(INV) directed_by]--> The Inkwell --[release_year]--> 1994
Path (Raw):       Matty Rich --[No Operation]--> Matty Rich --[(INV) directed_by]--> The Inkwell --[release_year]--> 1994
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie cobra woman starred who
Start Entity:     Cobra Woman
Gold Answer:      [['Maria Montez', 'Sabu', 'Jon Hall']]
Predicted Ans:    Sabu
Predicted Path:   Cobra Woman --[starred_actors]--> Sabu --[(INV) starred_actors]--> Elephant Boy --[starred_actors]--> Sabu
Path (Raw):       Cobra Woman --[starred_actors]--> Sabu --[(INV) starred_actors]--> Elephant Boy --[starred_actors]--> Sabu
Neg LogProb(↓):   0.851133
Path Entropy(↓):  0.688874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of suspect zero starred who
Start Entity:     Suspect Zero
Gold Answer:      [['John Malkovich', 'Willem Dafoe', 'Udo Kier']]
Predicted Ans:    John Malkovich
Predicted Path:   Suspect Zero --[directed_by]--> E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire --[starred_actors]--> John Malkovich
Path (Raw):       Suspect Zero --[directed_by]--> E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.523854
Path Entropy(↓):  0.678958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of trouble in paradise
Start Entity:     Trouble in Paradise
Gold Answer:      [['Greta Garbo', 'Marlene Dietrich', 'Leighton Meester', 'Gene Tierney', 'James Stewart', 'Genevieve Tobin', 'Gary Cooper', 'Lana Turner', 'Ronny Graham', 'Felix Bressart', 'Burgess Meredith', 'Warren Beatty', 'Fredric March', 'Stephen Rea', 'Pola Negri', 'Jennifer Jones', 'Charles Laughton', 'Charles Ruggles', 'Fernando Lamas', 'Marjorie Main', 'Sam Neill', 'Robert Stack', 'Carole Lombard', 'Claudette Colbert', 'Don Ameche', 'George Raft', 'Charles Coburn', 'Selena Gomez', 'Katie Cassidy', 'Ruggero Raimondi', 'Plácido Domingo', 'Romola Garai', 'Faith Esham', 'Julia Migenes', 'Emil Jannings', 'Melvyn Douglas', 'Edward Everett Horton', 'Harry Liedtke', 'Leopold von Ledebur', 'Jack Benny', 'Julie Christie', 'Miriam Hopkins', 'Maurice Chevalier', 'Frank Morgan', 'Herbert Marshall', 'Charles Boyer', 'Joseph Schildkraut', 'Merle Oberon', 'Margaret Sullavan', 'Jeanette MacDonald']]
Predicted Ans:    Jeanette MacDonald
Predicted Path:   Trouble in Paradise --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[starred_actors]--> Jeanette MacDonald
Path (Raw):       Trouble in Paradise --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[starred_actors]--> Jeanette MacDonald
Neg LogProb(↓):   0.331510
Path Entropy(↓):  0.791561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of randall wallace written movies
Start Entity:     Randall Wallace
Gold Answer:      [['Mel Gibson', 'Michael Bay', 'James Whale']]
Predicted Ans:    Randall Wallace
Predicted Path:   Randall Wallace --[(INV) directed_by]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Path (Raw):       Randall Wallace --[No Operation]--> Randall Wallace --[(INV) directed_by]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.723763
Path Entropy(↓):  0.966101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the end of summer were in which languages
Start Entity:     The End of Summer
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The End of Summer --[starred_actors]--> Setsuko Hara --[(INV) starred_actors]--> Late Autumn --[in_language]--> Japanese
Path (Raw):       The End of Summer --[starred_actors]--> Setsuko Hara --[(INV) starred_actors]--> Late Autumn --[in_language]--> Japanese
Neg LogProb(↓):   0.000434
Path Entropy(↓):  0.004070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by'night, mother actors
Start Entity:     'night, Mother
Gold Answer:      [['Hunter Hill', 'Perry Moore', 'Janet Green', 'Todd Field', 'George Vecsey', 'Loretta Lynn', 'Theodore Dreiser', 'Robert Dillon', 'Robert Altman', 'Steve Lawson', 'Bernard Pomerance', 'David Lynch', 'Mary Sweeney', 'Lawrence D. Cohen', 'Christopher De Vore', 'Charles Webb', 'Eric Bergren', 'Frederick Treves', 'William Gibson', 'Truman Capote', 'Ashley Montagu', 'Stirling Silliphant', 'Jean Renoir', 'Courtney Solomon', 'Penelope Mortimer', 'Hugh Wilson', 'Anne Bancroft', 'William D. Wittliff', 'Calder Willingham', 'Julian Barry', 'Arild Fröhlich', 'Harvey Fierstein', 'Jarmo Lampela', 'Brent Monahan', 'Buck Henry', 'C. Gaby Mitchell', 'Stuart Blumberg', 'Chris Provenzano', 'John Cork', 'Chris Radant', 'Andre Dubus', 'John McCormick', 'Norah Lofts', 'Stephen King', 'David Goodis', 'Terrence Malick', 'Karl Mueller', 'Harold Pinter', 'Rumer Godden', 'Arthur Laurents', 'Richard Dooling', 'John Pielmeier', 'Robert Festinger', 'Shana Alexander']]
Predicted Ans:    Terrence Malick
Predicted Path:   'night, Mother --[starred_actors]--> Sissy Spacek --[(INV) starred_actors]--> Badlands --[written_by]--> Terrence Malick
Path (Raw):       'night, Mother --[starred_actors]--> Sissy Spacek --[(INV) starred_actors]--> Badlands --[written_by]--> Terrence Malick
Neg LogProb(↓):   1.405702
Path Entropy(↓):  2.239168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of agata and the storm also directed which films
Start Entity:     Agata and the Storm
Gold Answer:      [['Bread and Tulips', 'Days and Clouds', 'Come Undone']]
Predicted Ans:    Days and Clouds
Predicted Path:   Agata and the Storm --[directed_by]--> Silvio Soldini --[(INV) directed_by]--> Days and Clouds
Path (Raw):       Agata and the Storm --[directed_by]--> Silvio Soldini --[(INV) directed_by]--> Days and Clouds --[No Operation]--> Days and Clouds
Neg LogProb(↓):   0.528401
Path Entropy(↓):  1.069293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does y. k. kim star in
Start Entity:     Y.K. Kim
Gold Answer:      [['Miami Connection']]
Predicted Ans:    Miami Connection
Predicted Path:   Y.K. Kim --[(INV) starred_actors]--> Miami Connection --[starred_actors]--> Y.K. Kim --[(INV) starred_actors]--> Miami Connection
Path (Raw):       Y.K. Kim --[(INV) starred_actors]--> Miami Connection --[starred_actors]--> Y.K. Kim --[(INV) starred_actors]--> Miami Connection
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The reivers is a film written by this person
Start Entity:     The Reivers
Gold Answer:      [['William Faulkner']]
Predicted Ans:    William Faulkner
Predicted Path:   The Reivers --[written_by]--> William Faulkner --[(INV) written_by]--> Intruder in the Dust --[written_by]--> William Faulkner
Path (Raw):       The Reivers --[written_by]--> William Faulkner --[(INV) written_by]--> Intruder in the Dust --[written_by]--> William Faulkner
Neg LogProb(↓):   0.113781
Path Entropy(↓):  0.419643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by annabelle gurwitch were released in which years
Start Entity:     Annabelle Gurwitch
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Annabelle Gurwitch --[(INV) starred_actors]--> Melvin Goes to Dinner --[release_year]--> 2003
Path (Raw):       Annabelle Gurwitch --[No Operation]--> Annabelle Gurwitch --[(INV) starred_actors]--> Melvin Goes to Dinner --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film death race 2000
Start Entity:     Death Race 2000
Gold Answer:      [['1970', '2008', '1992', '1993', '2006', '1985', '1979', '1984', '2007', '2009', '2010', '1982', '2014', '1994', '1983', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2013', '1978', '2000', '1997', '1975', '1991', '1987', '1986']]
Predicted Ans:    1979
Predicted Path:   Death Race 2000 --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II --[release_year]--> 1979
Path (Raw):       Death Race 2000 --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II --[release_year]--> 1979
Neg LogProb(↓):   1.839993
Path Entropy(↓):  2.821434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for little nicky
Start Entity:     Little Nicky
Gold Answer:      [['Steven Brill', 'Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   Little Nicky --[written_by]--> Adam Sandler --[(INV) written_by]--> Jack and Jill --[written_by]--> Adam Sandler
Path (Raw):       Little Nicky --[written_by]--> Adam Sandler --[(INV) written_by]--> Jack and Jill --[written_by]--> Adam Sandler
Neg LogProb(↓):   0.548874
Path Entropy(↓):  1.147681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by 88 minutes actors
Start Entity:     88 Minutes
Gold Answer:      [['Romance', 'Sport', 'Biography', 'Musical', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   88 Minutes --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[has_genre]--> Comedy
Path (Raw):       88 Minutes --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[has_genre]--> Comedy
Neg LogProb(↓):   0.817230
Path Entropy(↓):  1.450612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with even cowgirls get the blues fall under
Start Entity:     Even Cowgirls Get the Blues
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Even Cowgirls Get the Blues --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Restless --[has_genre]--> Drama
Path (Raw):       Even Cowgirls Get the Blues --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Restless --[has_genre]--> Drama
Neg LogProb(↓):   0.557096
Path Entropy(↓):  1.226655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film may
Start Entity:     May
Gold Answer:      [['jeremy sisto', 'anna faris']]
Predicted Ans:    jeremy sisto
Predicted Path:   May --[has_tags]--> jeremy sisto --[(INV) has_tags]--> May --[has_tags]--> jeremy sisto
Path (Raw):       May --[has_tags]--> jeremy sisto --[(INV) has_tags]--> May --[has_tags]--> jeremy sisto
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david lowery starred who
Start Entity:     David Lowery
Gold Answer:      [['Rooney Mara', 'Casey Affleck']]
Predicted Ans:    Casey Affleck
Predicted Path:   David Lowery --[(INV) written_by]--> Ain't Them Bodies Saints --[starred_actors]--> Casey Affleck
Path (Raw):       David Lowery --[No Operation]--> David Lowery --[(INV) written_by]--> Ain't Them Bodies Saints --[starred_actors]--> Casey Affleck
Neg LogProb(↓):   0.307249
Path Entropy(↓):  0.579103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie hidden agenda were in which languages
Start Entity:     Hidden Agenda
Gold Answer:      [['French', 'English', 'Irish', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Hidden Agenda --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Path (Raw):       Hidden Agenda --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Neg LogProb(↓):   0.455334
Path Entropy(↓):  0.683798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of water lilies
Start Entity:     Water Lilies
Gold Answer:      [['Tomboy', 'Girlhood']]
Predicted Ans:    Tomboy
Predicted Path:   Water Lilies --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy
Path (Raw):       Water Lilies --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy --[No Operation]--> Tomboy
Neg LogProb(↓):   0.025330
Path Entropy(↓):  0.127164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the curse of the jade scorpion released
Start Entity:     The Curse of the Jade Scorpion
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Curse of the Jade Scorpion --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       The Curse of the Jade Scorpion --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.760763
Path Entropy(↓):  4.252981
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the people that time forgot
Start Entity:     The People That Time Forgot
Gold Answer:      [['Kevin Connor']]
Predicted Ans:    Kevin Connor
Predicted Path:   The People That Time Forgot --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The People That Time Forgot --[directed_by]--> Kevin Connor
Path (Raw):       The People That Time Forgot --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The People That Time Forgot --[directed_by]--> Kevin Connor
Neg LogProb(↓):   0.000138
Path Entropy(↓):  0.001473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by noel tan
Start Entity:     Noel Tan
Gold Answer:      [['Russ Williams']]
Predicted Ans:    Russ Williams
Predicted Path:   Noel Tan --[(INV) directed_by]--> Darkest Night --[written_by]--> Russ Williams
Path (Raw):       Noel Tan --[No Operation]--> Noel Tan --[(INV) directed_by]--> Darkest Night --[written_by]--> Russ Williams
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the little rascals
Start Entity:     The Little Rascals
Gold Answer:      [['Black Sheep', "Wayne's World", 'Senseless', 'Suburbia', 'The Decline of Western Civilization', 'The Beverly Hillbillies']]
Predicted Ans:    The Decline of Western Civilization
Predicted Path:   The Little Rascals --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization
Path (Raw):       The Little Rascals --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization --[No Operation]--> The Decline of Western Civilization
Neg LogProb(↓):   0.492766
Path Entropy(↓):  0.823484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is condorman
Start Entity:     Condorman
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Condorman --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Condorman --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.186023
Path Entropy(↓):  4.402704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of miami blues
Start Entity:     Miami Blues
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Miami Blues --[written_by]--> George Armitage --[(INV) written_by]--> Hit Man --[has_genre]--> Crime
Path (Raw):       Miami Blues --[written_by]--> George Armitage --[(INV) written_by]--> Hit Man --[has_genre]--> Crime
Neg LogProb(↓):   0.157851
Path Entropy(↓):  0.537104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor olga tudorache starred together with who
Start Entity:     Olga Tudorache
Gold Answer:      [['George Constantin', 'Kristin Scott Thomas']]
Predicted Ans:    Kristin Scott Thomas
Predicted Path:   Olga Tudorache --[(INV) starred_actors]--> An Unforgettable Summer --[starred_actors]--> Kristin Scott Thomas
Path (Raw):       Olga Tudorache --[No Operation]--> Olga Tudorache --[(INV) starred_actors]--> An Unforgettable Summer --[starred_actors]--> Kristin Scott Thomas
Neg LogProb(↓):   0.000060
Path Entropy(↓):  0.000656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did jim holdaway write
Start Entity:     Jim Holdaway
Gold Answer:      [['Modesty Blaise']]
Predicted Ans:    Modesty Blaise
Predicted Path:   Jim Holdaway --[(INV) written_by]--> Modesty Blaise --[written_by]--> Peter O'Donnell --[(INV) written_by]--> Modesty Blaise
Path (Raw):       Jim Holdaway --[(INV) written_by]--> Modesty Blaise --[written_by]--> Peter O'Donnell --[(INV) written_by]--> Modesty Blaise
Neg LogProb(↓):   0.003753
Path Entropy(↓):  0.027252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by floria sigismondi
Start Entity:     Floria Sigismondi
Gold Answer:      [['Cherie Currie']]
Predicted Ans:    Cherie Currie
Predicted Path:   Floria Sigismondi --[(INV) directed_by]--> The Runaways --[written_by]--> Cherie Currie
Path (Raw):       Floria Sigismondi --[No Operation]--> Floria Sigismondi --[(INV) directed_by]--> The Runaways --[written_by]--> Cherie Currie
Neg LogProb(↓):   0.001338
Path Entropy(↓):  0.011125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in big man japan
Start Entity:     Big Man Japan
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Big Man Japan --[starred_actors]--> Hitoshi Matsumoto --[(INV) starred_actors]--> Big Man Japan --[in_language]--> Japanese
Path (Raw):       Big Man Japan --[starred_actors]--> Hitoshi Matsumoto --[(INV) starred_actors]--> Big Man Japan --[in_language]--> Japanese
Neg LogProb(↓):   0.040982
Path Entropy(↓):  0.168442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by fidel castro release
Start Entity:     Fidel Castro
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Fidel Castro --[(INV) starred_actors]--> Comandante --[release_year]--> 2003
Path (Raw):       Fidel Castro --[No Operation]--> Fidel Castro --[(INV) starred_actors]--> Comandante --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did stanford sherman write the story for
Start Entity:     Stanford Sherman
Gold Answer:      [['The Ice Pirates']]
Predicted Ans:    The Ice Pirates
Predicted Path:   Stanford Sherman --[(INV) written_by]--> The Ice Pirates --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates
Path (Raw):       Stanford Sherman --[(INV) written_by]--> The Ice Pirates --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates
Neg LogProb(↓):   0.632536
Path Entropy(↓):  0.889802
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film she's all that
Start Entity:     She's All That
Gold Answer:      [['2000', '1971', '2001', '2003', '1999']]
Predicted Ans:    2001
Predicted Path:   She's All That --[starred_actors]--> Rachael Leigh Cook --[(INV) starred_actors]--> Antitrust --[release_year]--> 2001
Path (Raw):       She's All That --[starred_actors]--> Rachael Leigh Cook --[(INV) starred_actors]--> Antitrust --[release_year]--> 2001
Neg LogProb(↓):   0.409062
Path Entropy(↓):  0.959882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by bernard queysanne
Start Entity:     Bernard Queysanne
Gold Answer:      [['Georges Perec']]
Predicted Ans:    Georges Perec
Predicted Path:   Bernard Queysanne --[(INV) directed_by]--> The Man Who Sleeps --[written_by]--> Georges Perec
Path (Raw):       Bernard Queysanne --[No Operation]--> Bernard Queysanne --[(INV) directed_by]--> The Man Who Sleeps --[written_by]--> Georges Perec
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the family stone
Start Entity:     The Family Stone
Gold Answer:      [['Selena Gomez', 'Katie Cassidy', 'Jeanette MacDonald', 'Leighton Meester']]
Predicted Ans:    Jeanette MacDonald
Predicted Path:   The Family Stone --[written_by]--> Thomas Bezucha --[(INV) written_by]--> Monte Carlo --[starred_actors]--> Jeanette MacDonald
Path (Raw):       The Family Stone --[written_by]--> Thomas Bezucha --[(INV) written_by]--> Monte Carlo --[starred_actors]--> Jeanette MacDonald
Neg LogProb(↓):   0.061634
Path Entropy(↓):  0.236067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the trial of joan of arc
Start Entity:     The Trial of Joan of Arc
Gold Answer:      [['Anne Wiazemsky', 'Dominique Sanda', 'Isabelle Weingarten', 'Marika Green', 'Claude Laydu', 'Martin LaSalle', 'Nadine Nortier']]
Predicted Ans:    Martin LaSalle
Predicted Path:   The Trial of Joan of Arc --[directed_by]--> Robert Bresson --[(INV) directed_by]--> Pickpocket --[starred_actors]--> Martin LaSalle
Path (Raw):       The Trial of Joan of Arc --[directed_by]--> Robert Bresson --[(INV) directed_by]--> Pickpocket --[starred_actors]--> Martin LaSalle
Neg LogProb(↓):   0.950108
Path Entropy(↓):  1.830009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of total eclipse starred who
Start Entity:     Total Eclipse
Gold Answer:      [['Marco Hofschneider', "Margaret O'Brien", 'Ed Harris', 'Christopher Lambert', 'Solomon Perel']]
Predicted Ans:    Marco Hofschneider
Predicted Path:   Total Eclipse --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Path (Raw):       Total Eclipse --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Neg LogProb(↓):   0.022740
Path Entropy(↓):  0.143741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie female trouble released
Start Entity:     Female Trouble
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Female Trouble --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Female Trouble --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.514685
Path Entropy(↓):  3.830329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with warren oates
Start Entity:     Warren Oates
Gold Answer:      [['Verna Bloom', 'Yul Brynner', 'Peter Falk', 'Henry Fonda', 'Millie Perkins', 'Jack Nicholson', 'Harvey Keitel', 'James Taylor', 'Dennis Wilson', 'Jacqueline Bisset', 'Laurie Bird', 'Peter Fonda', 'Hume Cronyn', 'Sissy Spacek', 'Ben Johnson', 'Martin Sheen', 'Robert Fuller', 'Rod Steiger', 'Sidney Poitier', 'Ramon Bieri', 'Bill Murray', 'Harry Dean Stanton', 'Jill Clayburgh', 'Kirk Douglas', 'Harold Ramis', 'Michelle Phillips', 'Allen Garfield', 'Loretta Swit', 'Lara Parker', 'Valerie Perrine', 'Peter Boyle', 'Will Hutchins', 'Jenny Agutter', 'Fabio Testi', "Ryan O'Neal"]]
Predicted Ans:    Warren Oates
Predicted Path:   Warren Oates --[(INV) starred_actors]--> Stripes --[starred_actors]--> Warren Oates
Path (Raw):       Warren Oates --[No Operation]--> Warren Oates --[(INV) starred_actors]--> Stripes --[starred_actors]--> Warren Oates
Neg LogProb(↓):   0.374218
Path Entropy(↓):  1.029064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the through a glass darkly director
Start Entity:     Through a Glass Darkly
Gold Answer:      [['Ulla Isaksson', 'Kenneth Branagh', 'Leck Fischer', 'Stephen Fry', 'Richard Brooks', 'Steve McQueen', 'Ingmar Bergman', 'George Tabori', 'Akira Kurosawa', 'Baran bo Odar', 'Jan Costin Wagner']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Through a Glass Darkly --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Through a Glass Darkly --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   1.019178
Path Entropy(↓):  1.894450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of reign over me
Start Entity:     Reign Over Me
Gold Answer:      [['Mike Binder']]
Predicted Ans:    Mike Binder
Predicted Path:   Reign Over Me --[written_by]--> Mike Binder --[(INV) written_by]--> Man About Town --[directed_by]--> Mike Binder
Path (Raw):       Reign Over Me --[written_by]--> Mike Binder --[(INV) written_by]--> Man About Town --[directed_by]--> Mike Binder
Neg LogProb(↓):   0.492585
Path Entropy(↓):  0.752770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of april fool's day
Start Entity:     April Fool's Day
Gold Answer:      [['The Thompsons', 'The Violent Kind', 'The Hamiltons']]
Predicted Ans:    The Violent Kind
Predicted Path:   April Fool's Day --[written_by]--> Mitchell Altieri --[(INV) written_by]--> The Violent Kind
Path (Raw):       April Fool's Day --[written_by]--> Mitchell Altieri --[(INV) written_by]--> The Violent Kind --[No Operation]--> The Violent Kind
Neg LogProb(↓):   0.767655
Path Entropy(↓):  1.614038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was she gods of shark reef released
Start Entity:     She Gods of Shark Reef
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   She Gods of Shark Reef --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Path (Raw):       She Gods of Shark Reef --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Neg LogProb(↓):   2.480356
Path Entropy(↓):  3.631553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the dead girl
Start Entity:     The Dead Girl
Gold Answer:      [['Sidney Carroll', 'Nat Faxon', 'Jim Rash', 'David Caesar', 'Theodore Dreiser', 'Jill Sprecher', 'Lawrence D. Cohen', 'Kate Grenville', 'Jennifer Weiner', 'Truman Capote', 'Jonathan Thies', 'Dennis Lee', 'Jon Land', 'Stirling Silliphant', 'Elissa Down', 'Robert Rossen', 'Jeff Nathanson', 'Marc Rocco', 'Matt Reeves', 'Walter Murch', 'Adam Elliot', 'Susannah Grant', 'Nia Vardalos', 'Stephen King', 'Nick Hornby', 'L. Frank Baum']]
Predicted Ans:    Nick Hornby
Predicted Path:   The Dead Girl --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> A Long Way Down --[written_by]--> Nick Hornby
Path (Raw):       The Dead Girl --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> A Long Way Down --[written_by]--> Nick Hornby
Neg LogProb(↓):   0.063684
Path Entropy(↓):  0.307865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie trouble every day
Start Entity:     Trouble Every Day
Gold Answer:      [['Claire Denis']]
Predicted Ans:    Claire Denis
Predicted Path:   Trouble Every Day --[directed_by]--> Claire Denis --[(INV) directed_by]--> Trouble Every Day --[directed_by]--> Claire Denis
Path (Raw):       Trouble Every Day --[directed_by]--> Claire Denis --[(INV) directed_by]--> Trouble Every Day --[directed_by]--> Claire Denis
Neg LogProb(↓):   0.277567
Path Entropy(↓):  0.603055
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by bigfoot actors
Start Entity:     Bigfoot
Gold Answer:      [['Alan Sharp', 'Dennis Gansel', 'Ron Jones', 'Laurie Craig', 'Johnny Dawkins', 'Rob Zombie', 'Randal Kleiser', 'Ursula K. Le Guin', 'Evan Hunter', 'Stephen Gilbert']]
Predicted Ans:    Dennis Gansel
Predicted Path:   Bigfoot --[starred_actors]--> Bruce Davison --[(INV) starred_actors]--> The Wave --[written_by]--> Dennis Gansel
Path (Raw):       Bigfoot --[starred_actors]--> Bruce Davison --[(INV) starred_actors]--> The Wave --[written_by]--> Dennis Gansel
Neg LogProb(↓):   0.051155
Path Entropy(↓):  0.253333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of body and soul starred who
Start Entity:     Body and Soul
Gold Answer:      [['Van Heflin', 'Kate Winslet', 'Gary Cooper', 'Anthony Hopkins', 'Peter Fonda', 'Piper Laurie', 'Sean Penn', 'Joan Collins', 'Warren Beatty', 'Jean Seberg', 'Jackie Gleason', 'Broderick Crawford', 'Tab Hunter', 'Paul Newman', 'Kim Hunter', 'Rita Hayworth', 'Jude Law', 'Richard Burton', 'George C. Scott', 'Joan Fontaine', 'Dorothy Dandridge', 'James Mason']]
Predicted Ans:    Paul Newman
Predicted Path:   Body and Soul --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[starred_actors]--> Paul Newman
Path (Raw):       Body and Soul --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.730924
Path Entropy(↓):  1.580468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by michel comte
Start Entity:     Michel Comte
Gold Answer:      [['Ayako Yoshida']]
Predicted Ans:    Michel Comte
Predicted Path:   Michel Comte --[(INV) directed_by]--> The Girl from Nagasaki --[directed_by]--> Michel Comte
Path (Raw):       Michel Comte --[No Operation]--> Michel Comte --[(INV) directed_by]--> The Girl from Nagasaki --[directed_by]--> Michel Comte
Neg LogProb(↓):   0.026547
Path Entropy(↓):  0.121529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film action in the north atlantic
Start Entity:     Action in the North Atlantic
Gold Answer:      [['Damon Runyon', 'Richard Maibaum', 'Leos Carax', 'George Haight', 'Frank Tashlin', 'Ben Markson', 'Lewis E. Lawes', 'Rian James', 'Bradford Ropes', 'Richard Connell', 'Earl Baldwin', 'James Seymour', 'Manuel Seff', 'Sam Spewack', 'Warren Duff', 'Howard Lindsay', 'Jonathan Finn']]
Predicted Ans:    Leos Carax
Predicted Path:   Action in the North Atlantic --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[written_by]--> Leos Carax
Path (Raw):       Action in the North Atlantic --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[written_by]--> Leos Carax
Neg LogProb(↓):   0.579014
Path Entropy(↓):  1.377007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by magic town actors
Start Entity:     Magic Town
Gold Answer:      [['George Cukor', 'John Cromwell', 'Vincent McEveety', 'Delmer Daves', 'John Huston', 'Mervyn LeRoy', 'Jean Negulesco', 'Richard Thorpe', 'Leslie Fenton', 'Roy Del Ruth', 'Frank Borzage', 'Billy Wilder', 'George Schaefer', 'Otto Preminger', 'Henry Hathaway', 'John Ford', 'Robert Aldrich', 'John Woo', 'Henry Koster', 'King Vidor', 'George Marshall', 'Anthony Mann', 'Frank Capra', 'Douglas Sirk', 'Ernst Lubitsch', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'Jerome Sable', 'Gene Kelly', 'Robert B. Bean', 'Lloyd Bacon', 'George Stevens', 'David Swift', 'Clarence Brown']]
Predicted Ans:    Anthony Mann
Predicted Path:   Magic Town --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       Magic Town --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.794265
Path Entropy(↓):  1.407992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in tsatsiki, morsan och polisen
Start Entity:     Tsatsiki, morsan och polisen
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Tsatsiki, morsan och polisen --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       Tsatsiki, morsan och polisen --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.014084
Path Entropy(↓):  2.162319
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film son of the pink panther
Start Entity:     Son of the Pink Panther
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Son of the Pink Panther --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Path (Raw):       Son of the Pink Panther --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Neg LogProb(↓):   2.812757
Path Entropy(↓):  4.481894
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie ariel about
Start Entity:     Ariel
Gold Answer:      [['proletariat trilogy', 'criterion', 'bd-r', 'aki kaurismäki', 'finnish']]
Predicted Ans:    proletariat trilogy
Predicted Path:   Ariel --[has_tags]--> proletariat trilogy --[(INV) has_tags]--> The Match Factory Girl --[has_tags]--> proletariat trilogy
Path (Raw):       Ariel --[has_tags]--> proletariat trilogy --[(INV) has_tags]--> The Match Factory Girl --[has_tags]--> proletariat trilogy
Neg LogProb(↓):   0.200858
Path Entropy(↓):  0.491485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the way of the gun
Start Entity:     The Way of the Gun
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Way of the Gun --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       The Way of the Gun --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.059496
Path Entropy(↓):  4.660347
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie gerry starred who
Start Entity:     Gerry
Gold Answer:      [['Matt Damon', 'Casey Affleck']]
Predicted Ans:    Matt Damon
Predicted Path:   Gerry --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Path (Raw):       Gerry --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.025875
Path Entropy(↓):  0.152880
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the americanization of emily
Start Entity:     The Americanization of Emily
Gold Answer:      [['János Szász', 'Clint Eastwood', 'François Truffaut', 'Marvin J. Chomsky', 'Michael Lehmann', 'Hal Ashby', 'Ernst Lubitsch', 'Neil Jordan', 'Aric Avelino', "Robert Vincent O'Neill", 'Bruce Geller', 'Joseph Sargent', 'Glenn Jordan', 'Delbert Mann', 'Alan Jacobs', 'James Goldstone', 'Brian Levant', 'William Wyler', 'Sam Peckinpah', 'Robert Wise', 'Daniel Mann', 'Andrew Adamson', 'Conrad Vernon', 'Kelly Asbury', 'Michael Crichton', 'Stewart Raffill', 'Roman Polanski', 'Bernard Girard', 'Herbert Ross', 'Walter Bernstein', 'Stanley Donen', 'Alexander Hall', 'Paul Bogart', 'George Seaton', 'James Whale', 'Richard Brooks', 'Gilbert Cates', 'Ken Hughes', 'Burt Kennedy', 'Vincent McEveety', 'Christopher Coppola', 'Jerry Lewis', 'Jack Smight', 'George Marshall', 'Martin Ritt', 'Bernard McEveety', 'Stefan Ruzowitzky', 'Michael Winner', 'Wesley Ruggles', 'George Roy Hill', 'John Sturges', 'Alfred Hitchcock', 'Gustaf Molander', 'Theodore J. Flicker', 'Norman Jewison', 'Vic Morrow', 'Elia Kazan', 'Arthur Hiller', 'James Wan', 'George Cukor', 'Alexander Mackendrick', 'Gordon Douglas', 'Richard Quine', 'Blake Edwards', 'Tony Scott', 'Richard Donner', 'John Frankenheimer', 'Nicholas Ray', 'Michael Gordon', 'Joshua Logan', 'Garry Marshall', 'Robert Siodmak', 'George Stevens', 'Ralph Nelson', 'Richard Boleslawski', 'John Irvin', 'Robert Stevenson', 'Mike Figgis', 'Nick Cassavetes']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Americanization of Emily --[starred_actors]--> James Garner --[(INV) starred_actors]--> Sunset --[directed_by]--> Blake Edwards
Path (Raw):       The Americanization of Emily --[starred_actors]--> James Garner --[(INV) starred_actors]--> Sunset --[directed_by]--> Blake Edwards
Neg LogProb(↓):   1.333216
Path Entropy(↓):  2.325862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of octopussy
Start Entity:     Octopussy
Gold Answer:      [['2001', '1985', '1989', '1981']]
Predicted Ans:    1981
Predicted Path:   Octopussy --[directed_by]--> John Glen --[(INV) directed_by]--> For Your Eyes Only --[release_year]--> 1981
Path (Raw):       Octopussy --[directed_by]--> John Glen --[(INV) directed_by]--> For Your Eyes Only --[release_year]--> 1981
Neg LogProb(↓):   0.579678
Path Entropy(↓):  1.183338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by kevin yagher released
Start Entity:     Kevin Yagher
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Kevin Yagher --[(INV) written_by]--> Sleepy Hollow --[release_year]--> 1999
Path (Raw):       Kevin Yagher --[No Operation]--> Kevin Yagher --[(INV) written_by]--> Sleepy Hollow --[release_year]--> 1999
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Indra kumar directed which movies
Start Entity:     Indra Kumar
Gold Answer:      [['Double Dhamaal', 'Masti', 'Ishq', 'Grand Masti']]
Predicted Ans:    Masti
Predicted Path:   Indra Kumar --[(INV) directed_by]--> Masti --[directed_by]--> Indra Kumar --[(INV) directed_by]--> Masti
Path (Raw):       Indra Kumar --[(INV) directed_by]--> Masti --[directed_by]--> Indra Kumar --[(INV) directed_by]--> Masti
Neg LogProb(↓):   1.094550
Path Entropy(↓):  2.072088
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with gustaf skarsgard
Start Entity:     Gustaf Skarsgård
Gold Answer:      [['Alexander Skarsgård', 'Andreas Wilson', 'Henrik Lundström', 'Clark Gregg']]
Predicted Ans:    Alexander Skarsgård
Predicted Path:   Gustaf Skarsgård --[(INV) starred_actors]--> Trust Me --[starred_actors]--> Alexander Skarsgård
Path (Raw):       Gustaf Skarsgård --[No Operation]--> Gustaf Skarsgård --[(INV) starred_actors]--> Trust Me --[starred_actors]--> Alexander Skarsgård
Neg LogProb(↓):   0.256607
Path Entropy(↓):  0.667741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by gary merrill
Start Entity:     Gary Merrill
Gold Answer:      [['Val Guest', 'Leslie Sands', 'Andrew L. Stone', 'Sy Bartlett']]
Predicted Ans:    Sy Bartlett
Predicted Path:   Gary Merrill --[(INV) starred_actors]--> Twelve O'Clock High --[written_by]--> Sy Bartlett
Path (Raw):       Gary Merrill --[No Operation]--> Gary Merrill --[(INV) starred_actors]--> Twelve O'Clock High --[written_by]--> Sy Bartlett
Neg LogProb(↓):   0.034228
Path Entropy(↓):  0.167675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did james vanderbilt write
Start Entity:     James Vanderbilt
Gold Answer:      [['The Amazing Spider-Man 2', 'White House Down', 'The Amazing Spider-Man', 'Zodiac']]
Predicted Ans:    White House Down
Predicted Path:   James Vanderbilt --[(INV) written_by]--> White House Down --[written_by]--> James Vanderbilt --[(INV) written_by]--> White House Down
Path (Raw):       James Vanderbilt --[(INV) written_by]--> White House Down --[written_by]--> James Vanderbilt --[(INV) written_by]--> White House Down
Neg LogProb(↓):   0.049342
Path Entropy(↓):  0.226884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jack buetel were directed by who
Start Entity:     Jack Buetel
Gold Answer:      [['Howard Hughes', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Jack Buetel --[(INV) starred_actors]--> The Outlaw --[directed_by]--> Howard Hawks
Path (Raw):       Jack Buetel --[No Operation]--> Jack Buetel --[(INV) starred_actors]--> The Outlaw --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.005195
Path Entropy(↓):  0.032438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by ned farr
Start Entity:     Ned Farr
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Ned Farr --[(INV) directed_by]--> A Marine Story --[release_year]--> 2010
Path (Raw):       Ned Farr --[No Operation]--> Ned Farr --[(INV) directed_by]--> A Marine Story --[release_year]--> 2010
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie winter passing
Start Entity:     Winter Passing
Gold Answer:      [['2008', '2003', '2002', '2007']]
Predicted Ans:    2008
Predicted Path:   Winter Passing --[starred_actors]--> Zooey Deschanel --[(INV) starred_actors]--> Gigantic --[release_year]--> 2008
Path (Raw):       Winter Passing --[starred_actors]--> Zooey Deschanel --[(INV) starred_actors]--> Gigantic --[release_year]--> 2008
Neg LogProb(↓):   0.449401
Path Entropy(↓):  1.131525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is jezebel
Start Entity:     Jezebel
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jezebel --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Jezebel --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.153593
Path Entropy(↓):  4.480179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by derek guiley were directed by who
Start Entity:     Derek Guiley
Gold Answer:      [['Andy Cadiff']]
Predicted Ans:    Andy Cadiff
Predicted Path:   Derek Guiley --[(INV) written_by]--> Chasing Liberty --[directed_by]--> Andy Cadiff
Path (Raw):       Derek Guiley --[No Operation]--> Derek Guiley --[(INV) written_by]--> Chasing Liberty --[directed_by]--> Andy Cadiff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter matt baglio co - wrote movies with who
Start Entity:     Matt Baglio
Gold Answer:      [['Michael Petroni']]
Predicted Ans:    Michael Petroni
Predicted Path:   Matt Baglio --[(INV) written_by]--> The Rite --[written_by]--> Michael Petroni
Path (Raw):       Matt Baglio --[No Operation]--> Matt Baglio --[(INV) written_by]--> The Rite --[written_by]--> Michael Petroni
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of daniel gimenez cacho starred movies
Start Entity:     Daniel Giménez Cacho
Gold Answer:      [['1996', '2004']]
Predicted Ans:    1996
Predicted Path:   Daniel Giménez Cacho --[(INV) starred_actors]--> Deep Crimson --[release_year]--> 1996
Path (Raw):       Daniel Giménez Cacho --[No Operation]--> Daniel Giménez Cacho --[(INV) starred_actors]--> Deep Crimson --[release_year]--> 1996
Neg LogProb(↓):   0.347695
Path Entropy(↓):  0.605423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by eric bana
Start Entity:     Eric Bana
Gold Answer:      [['Roberto Orci', 'Raimond Gaita', 'Alex Kurtzman', 'Christopher Coppola', 'Gene Roddenberry', 'Nick Vallelonga', 'Lisa Collier Cool', 'Ralph Sarchie', 'Michael France', 'James Schamus', 'John Turman', 'Eric Roth', 'Audrey Niffenegger', 'Mark Bowden', 'Paul Harris Boardman', 'Zach Dean', 'Curtis Hanson', 'Andrew Dominik', 'Adam Elliot', 'Scott Derrickson', 'Judd Apatow']]
Predicted Ans:    Eric Roth
Predicted Path:   Eric Bana --[(INV) starred_actors]--> Lucky You --[written_by]--> Eric Roth
Path (Raw):       Eric Bana --[No Operation]--> Eric Bana --[(INV) starred_actors]--> Lucky You --[written_by]--> Eric Roth
Neg LogProb(↓):   0.660413
Path Entropy(↓):  1.589113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by philippe besson were released in which years
Start Entity:     Philippe Besson
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Philippe Besson --[(INV) written_by]--> Son frère --[release_year]--> 2003
Path (Raw):       Philippe Besson --[No Operation]--> Philippe Besson --[(INV) written_by]--> Son frère --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in dream wife
Start Entity:     Dream Wife
Gold Answer:      [['Swedish', 'French', 'English', 'Welsh', 'Japanese', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   Dream Wife --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> To Catch a Thief --[in_language]--> French
Path (Raw):       Dream Wife --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> To Catch a Thief --[in_language]--> French
Neg LogProb(↓):   0.554906
Path Entropy(↓):  1.312173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in carrie
Start Entity:     Carrie
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Carrie --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       Carrie --[starred_actors]--> Jennifer Jones --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.396853
Path Entropy(↓):  0.914202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by stefan fjeldmark
Start Entity:     Stefan Fjeldmark
Gold Answer:      [['Jesper Møller']]
Predicted Ans:    Jesper Møller
Predicted Path:   Stefan Fjeldmark --[(INV) written_by]--> Asterix and the Vikings --[directed_by]--> Jesper Møller
Path (Raw):       Stefan Fjeldmark --[No Operation]--> Stefan Fjeldmark --[(INV) written_by]--> Asterix and the Vikings --[directed_by]--> Jesper Møller
Neg LogProb(↓):   0.017582
Path Entropy(↓):  0.095785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie ballet shoes
Start Entity:     Ballet Shoes
Gold Answer:      [['2001', '1998']]
Predicted Ans:    1998
Predicted Path:   Ballet Shoes --[directed_by]--> Sandra Goldbacher --[(INV) directed_by]--> The Governess --[release_year]--> 1998
Path (Raw):       Ballet Shoes --[directed_by]--> Sandra Goldbacher --[(INV) directed_by]--> The Governess --[release_year]--> 1998
Neg LogProb(↓):   0.466030
Path Entropy(↓):  0.837685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with michael dowse
Start Entity:     Michael Dowse
Gold Answer:      [['Ken Scott']]
Predicted Ans:    Ken Scott
Predicted Path:   Michael Dowse --[(INV) written_by]--> The Grand Seduction --[written_by]--> Ken Scott
Path (Raw):       Michael Dowse --[No Operation]--> Michael Dowse --[(INV) written_by]--> The Grand Seduction --[written_by]--> Ken Scott
Neg LogProb(↓):   0.007627
Path Entropy(↓):  0.044645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the rules of attraction
Start Entity:     The Rules of Attraction
Gold Answer:      [['Family', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   The Rules of Attraction --[starred_actors]--> Kip Pardue --[(INV) starred_actors]--> Devil's Pond --[has_genre]--> Thriller
Path (Raw):       The Rules of Attraction --[starred_actors]--> Kip Pardue --[(INV) starred_actors]--> Devil's Pond --[has_genre]--> Thriller
Neg LogProb(↓):   1.182921
Path Entropy(↓):  1.625503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of dragon crusaders
Start Entity:     Dragon Crusaders
Gold Answer:      [['Mark Atkins']]
Predicted Ans:    Mark Atkins
Predicted Path:   Dragon Crusaders --[written_by]--> Mark Atkins --[(INV) written_by]--> Jack the Giant Killer --[written_by]--> Mark Atkins
Path (Raw):       Dragon Crusaders --[written_by]--> Mark Atkins --[(INV) written_by]--> Jack the Giant Killer --[written_by]--> Mark Atkins
Neg LogProb(↓):   0.064141
Path Entropy(↓):  0.232782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie even dwarfs started small released
Start Entity:     Even Dwarfs Started Small
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Even Dwarfs Started Small --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Path (Raw):       Even Dwarfs Started Small --[release_year]--> 1970 --[(INV) release_year]--> Deep End --[release_year]--> 1970
Neg LogProb(↓):   2.242118
Path Entropy(↓):  3.875936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of charlotte gray
Start Entity:     Charlotte Gray
Gold Answer:      [['Drama', 'Family', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Charlotte Gray --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Charlotte Gray --[has_genre]--> Drama
Path (Raw):       Charlotte Gray --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Charlotte Gray --[has_genre]--> Drama
Neg LogProb(↓):   0.581995
Path Entropy(↓):  1.082843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by phoebe ephron were in which genres
Start Entity:     Phoebe Ephron
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[has_genre]--> Musical
Path (Raw):       Phoebe Ephron --[No Operation]--> Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[has_genre]--> Musical
Neg LogProb(↓):   0.193267
Path Entropy(↓):  0.611011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in yeh jawaani hai deewani
Start Entity:     Yeh Jawaani Hai Deewani
Gold Answer:      [['Prakash Jha', 'Anjum Rajabali', 'Warren Lane', 'Zoya Akhtar', 'Claude Lelouch', 'Farah Khan', 'Farhan Akhtar', 'Anurag Basu', 'Dibakar Banerjee', 'Fyodor Dostoevsky']]
Predicted Ans:    Farah Khan
Predicted Path:   Yeh Jawaani Hai Deewani --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Happy New Year --[written_by]--> Farah Khan
Path (Raw):       Yeh Jawaani Hai Deewani --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Happy New Year --[written_by]--> Farah Khan
Neg LogProb(↓):   0.176522
Path Entropy(↓):  0.493239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by tom kalin
Start Entity:     Tom Kalin
Gold Answer:      [['1992', '2007']]
Predicted Ans:    1992
Predicted Path:   Tom Kalin --[(INV) directed_by]--> Swoon --[release_year]--> 1992
Path (Raw):       Tom Kalin --[No Operation]--> Tom Kalin --[(INV) directed_by]--> Swoon --[release_year]--> 1992
Neg LogProb(↓):   0.121899
Path Entropy(↓):  0.356368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by robert guediguian
Start Entity:     Robert Guédiguian
Gold Answer:      [['Gregory Peck', 'Ava Gardner', 'Susan Hayward']]
Predicted Ans:    Susan Hayward
Predicted Path:   Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[starred_actors]--> Susan Hayward
Path (Raw):       Robert Guédiguian --[No Operation]--> Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.091831
Path Entropy(↓):  0.310450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie killer movie, when was it released
Start Entity:     Killer Movie
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Killer Movie --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Killer Movie --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.040382
Path Entropy(↓):  4.513117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by kicking and screaming actors release
Start Entity:     Kicking and Screaming
Gold Answer:      [['1997', '2013', '2002', '1993']]
Predicted Ans:    1993
Predicted Path:   Kicking and Screaming --[starred_actors]--> Josh Hamilton --[(INV) starred_actors]--> Alive --[release_year]--> 1993
Path (Raw):       Kicking and Screaming --[starred_actors]--> Josh Hamilton --[(INV) starred_actors]--> Alive --[release_year]--> 1993
Neg LogProb(↓):   0.614609
Path Entropy(↓):  0.719696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was three strangers released
Start Entity:     Three Strangers
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Three Strangers --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Path (Raw):       Three Strangers --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Neg LogProb(↓):   1.658231
Path Entropy(↓):  2.873456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jon darling
Start Entity:     Jon Darling
Gold Answer:      [['Jane Campion']]
Predicted Ans:    Jane Campion
Predicted Path:   Jon Darling --[(INV) starred_actors]--> Sweetie --[directed_by]--> Jane Campion
Path (Raw):       Jon Darling --[No Operation]--> Jon Darling --[(INV) starred_actors]--> Sweetie --[directed_by]--> Jane Campion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by john krokidas starred which actors
Start Entity:     John Krokidas
Gold Answer:      [['Alexander Skarsgård', 'Fares Fares', 'Andreas Wilson']]
Predicted Ans:    Fares Fares
Predicted Path:   John Krokidas --[(INV) written_by]--> Kill Your Darlings --[starred_actors]--> Fares Fares
Path (Raw):       John Krokidas --[No Operation]--> John Krokidas --[(INV) written_by]--> Kill Your Darlings --[starred_actors]--> Fares Fares
Neg LogProb(↓):   0.054907
Path Entropy(↓):  0.244893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the magnificent yankee
Start Entity:     The Magnificent Yankee
Gold Answer:      [['1959', '1967', '1935', '1974', '1968', '1963', '1957', '1951', '1953', '1956', '1976', '1972', '1955', '1949', '1950', '1960', '1965', '1969', '1958']]
Predicted Ans:    1958
Predicted Path:   The Magnificent Yankee --[directed_by]--> John Sturges --[(INV) directed_by]--> The Old Man and the Sea --[release_year]--> 1958
Path (Raw):       The Magnificent Yankee --[directed_by]--> John Sturges --[(INV) directed_by]--> The Old Man and the Sea --[release_year]--> 1958
Neg LogProb(↓):   1.874356
Path Entropy(↓):  2.547814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film leif
Start Entity:     Leif
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Leif --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Leif --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   3.011151
Path Entropy(↓):  4.587571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film winchester'73
Start Entity:     Winchester '73
Gold Answer:      [['Dashiell Hammett', 'Lou Breslow', 'Cornell Woolrich', 'Miklós László', 'Thomas T. Flynn', 'Frank Burt', 'Renée Taylor', 'Harry Brown', 'Scott Hale', 'Miles Hood Swarthout', 'Samson Raphaelson', 'Donald Ogden Stewart', 'Harold Jack Bloom', 'Nunnally Johnson', 'Alec Coppel', 'Sam Rolfe', 'Frances Goodrich', 'Edward Streeter', 'Philip Yordan', 'Albert Hackett', 'Samuel A. Taylor', 'Don Whitehead', 'Nevil Shute', 'Borden Chase', 'Wyatt Cooper', 'Grant Stuart', 'Gene Allen', 'Ernest Pagano', 'P.J. Wolfson', 'Don Mankiewicz', 'Arch Oboler', 'John Twist', 'James Mangold', 'Joseph Bologna', 'Richard L. Breen', 'Guy Green', 'Glendon Swarthout', 'Billy Wilder', 'Virginia Van Upp', 'Lewis R. Foster', 'Wendell Mayes', 'John Michael Hayes', 'Graham Yost', 'Kenneth Fearing', 'Davis Grubb', 'Ezra D. Rappaport', 'Victoria Foyt', 'Anne Frank', 'Joseph L. Mankiewicz', 'Philip Van Doren Stern', 'Willis Goldbeck', 'Laurence Stallings', 'Dana Burnet', 'Phoebe Ephron', 'Henry Ephron', 'Philip Barry', 'Charles Lederer', 'Max Brand', 'Sidney Buchman', 'Irving Wallace', 'Vladimir Nabokov', 'Michael Wilson', 'Will Cook', 'Mary Chase', 'Joseph Dougherty', 'Waldo Salt', 'Paul Mazursky', 'James Lee Barrett', 'Theodore Dreiser', 'James Agee', 'Henry Jaglom', 'John D. Voelker', 'Elizabeth Kata', 'Dorothy M. Johnson', 'Frank Capra', 'James Warner Bellah', 'Dalton Trumbo', 'Hugo Butler', 'Moss Hart', 'George S. Kaufman', 'Robert Thom']]
Predicted Ans:    Borden Chase
Predicted Path:   Winchester '73 --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[written_by]--> Borden Chase
Path (Raw):       Winchester '73 --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[written_by]--> Borden Chase
Neg LogProb(↓):   0.654922
Path Entropy(↓):  1.760646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the black cat
Start Entity:     The Black Cat
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Black Cat --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The Black Cat --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.584562
Path Entropy(↓):  3.973515
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dragonquest starred which actors
Start Entity:     Dragonquest
Gold Answer:      [['Marc Singer', 'Jason Connery', 'Brian Thompson']]
Predicted Ans:    Marc Singer
Predicted Path:   Dragonquest --[starred_actors]--> Marc Singer --[(INV) starred_actors]--> House Hunting --[starred_actors]--> Marc Singer
Path (Raw):       Dragonquest --[starred_actors]--> Marc Singer --[(INV) starred_actors]--> House Hunting --[starred_actors]--> Marc Singer
Neg LogProb(↓):   0.035621
Path Entropy(↓):  0.183744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of victor salva directed films
Start Entity:     Victor Salva
Gold Answer:      [['Dan Millman', 'Kerry Douglas Dye', 'Darin Scott', 'Kevin Bernhardt']]
Predicted Ans:    Victor Salva
Predicted Path:   Victor Salva --[(INV) directed_by]--> Powder --[written_by]--> Victor Salva
Path (Raw):       Victor Salva --[No Operation]--> Victor Salva --[(INV) directed_by]--> Powder --[written_by]--> Victor Salva
Neg LogProb(↓):   0.672259
Path Entropy(↓):  1.501434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by rosalie goes shopping writers
Start Entity:     Rosalie Goes Shopping
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Rosalie Goes Shopping --[written_by]--> Percy Adlon --[(INV) written_by]--> Rosalie Goes Shopping --[in_language]--> English
Path (Raw):       Rosalie Goes Shopping --[written_by]--> Percy Adlon --[(INV) written_by]--> Rosalie Goes Shopping --[in_language]--> English
Neg LogProb(↓):   0.188550
Path Entropy(↓):  0.673429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by north country writers release
Start Entity:     North Country
Gold Answer:      [['2000']]
Predicted Ans:    2005
Predicted Path:   North Country --[written_by]--> Laura Leedy --[(INV) written_by]--> North Country --[release_year]--> 2005
Path (Raw):       North Country --[written_by]--> Laura Leedy --[(INV) written_by]--> North Country --[release_year]--> 2005
Neg LogProb(↓):   0.009628
Path Entropy(↓):  0.060675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of jessica chastain starred movies
Start Entity:     Jessica Chastain
Gold Answer:      [['2008', '2011', '2012', '2013']]
Predicted Ans:    2011
Predicted Path:   Jessica Chastain --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Path (Raw):       Jessica Chastain --[No Operation]--> Jessica Chastain --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Neg LogProb(↓):   0.007342
Path Entropy(↓):  0.051153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed waxworks
Start Entity:     Waxworks
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Waxworks --[directed_by]--> Paul Leni --[(INV) directed_by]--> Waxworks --[has_genre]--> Horror
Path (Raw):       Waxworks --[directed_by]--> Paul Leni --[(INV) directed_by]--> Waxworks --[has_genre]--> Horror
Neg LogProb(↓):   0.082176
Path Entropy(↓):  0.296820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie secretary
Start Entity:     Secretary
Gold Answer:      [['romance', 'sex', 'erotic', 'maggie gyllenhaal', 'james spader', 'secretary']]
Predicted Ans:    secretary
Predicted Path:   Secretary --[has_tags]--> secretary --[(INV) has_tags]--> Secretary --[has_tags]--> secretary
Path (Raw):       Secretary --[has_tags]--> secretary --[(INV) has_tags]--> Secretary --[has_tags]--> secretary
Neg LogProb(↓):   0.000869
Path Entropy(↓):  0.008234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by petter næss
Start Entity:     Petter Næss
Gold Answer:      [['Radha Mitchell', 'David Kross', 'Florian Lukas', 'Stig Henrik Hoff', 'Lachlan Nieboer', 'Josh Hartnett']]
Predicted Ans:    Josh Hartnett
Predicted Path:   Petter Næss --[(INV) directed_by]--> Mozart and the Whale --[starred_actors]--> Josh Hartnett
Path (Raw):       Petter Næss --[No Operation]--> Petter Næss --[(INV) directed_by]--> Mozart and the Whale --[starred_actors]--> Josh Hartnett
Neg LogProb(↓):   0.137333
Path Entropy(↓):  0.388677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the night porter
Start Entity:     The Night Porter
Gold Answer:      [["Ripley's Game"]]
Predicted Ans:    Ripley's Game
Predicted Path:   The Night Porter --[written_by]--> Liliana Cavani --[(INV) written_by]--> Ripley's Game
Path (Raw):       The Night Porter --[No Operation]--> The Night Porter --[written_by]--> Liliana Cavani --[(INV) written_by]--> Ripley's Game
Neg LogProb(↓):   0.077097
Path Entropy(↓):  0.268160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of racing with the moon
Start Entity:     Racing with the Moon
Gold Answer:      [['The Weather Man', 'Gangster Squad', 'Birdy', 'The Game', 'It Could Happen to You', 'Wings of Courage', 'The Favor', "Carlito's Way", 'U Turn', "Vampire's Kiss", 'The Bedroom Window', 'Joe', 'Face/Off', 'Trapped in Paradise', 'The Frozen Ground', 'City of Angels', 'Seeking Justice', 'The Beaver Trilogy', "She's Having a Baby", 'Bangkok Dangerous', 'Knowing', 'Bad Boys', "The Sorcerer's Apprentice", 'State of Grace', 'Stolen', 'Lovesick', 'Milk', 'Windtalkers', 'Taps', 'National Treasure', 'The Family Man', 'The Rock', 'Fire Birds', 'Lord of War', 'Left Behind', 'Moonstruck', 'The Interpreter', 'Snake Eyes', 'Shanghai Surprise', 'The Falcon and the Snowman', 'World Trade Center', 'Deadfall', 'Kiss of Death', 'At Close Range', 'The Assassination of Richard Nixon', 'Drive Angry', 'Season of the Witch', 'The Gunman', 'Honeymoon in Vegas', 'Guarding Tess', 'Zandalee', 'Mystic River', "The Handmaid's Tale", 'A Shock to the System', 'The Wicker Man', 'The Boy in Blue', 'The Ant Bully', "We're No Angels", "She's So Lovely", 'The Thin Red Line', 'Matchstick Men', 'This Must Be the Place', 'What Just Happened', 'Leaving Las Vegas', 'The Tree of Life', 'Raising Arizona', 'Colors', '21 Grams', 'Trespass', 'Bringing Out the Dead', 'Casualties of War', 'Rage', 'Valley Girl', 'Cheerful Weather for the Wedding', 'Fast Times at Ridgemont High', 'Next', 'The Croods', "All the King's Men", 'I Am Sam', 'Dead Man Walking', "It's All About Love"]]
Predicted Ans:    We're No Angels
Predicted Path:   Racing with the Moon --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> We're No Angels
Path (Raw):       Racing with the Moon --[starred_actors]--> Sean Penn --[No Operation]--> Sean Penn --[(INV) starred_actors]--> We're No Angels
Neg LogProb(↓):   0.543151
Path Entropy(↓):  1.551892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor fred williamson is a co - star of who
Start Entity:     Fred Williamson
Gold Answer:      [['Robert Forster', 'Gloria Hendry', 'Pam Grier', 'Jim Brown', 'Michael Pergolani', 'Peter Hooten', 'Bo Svenson']]
Predicted Ans:    Fred Williamson
Predicted Path:   Fred Williamson --[(INV) starred_actors]--> Black Caesar --[starred_actors]--> Fred Williamson
Path (Raw):       Fred Williamson --[No Operation]--> Fred Williamson --[(INV) starred_actors]--> Black Caesar --[starred_actors]--> Fred Williamson
Neg LogProb(↓):   0.061128
Path Entropy(↓):  0.229532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie hero
Start Entity:     Hero
Gold Answer:      [['Christopher Hampton', 'Alan Bennett', 'John Lahr', 'Jimmy McGovern', 'John Cusack', 'William H. Macy', 'Jeff Pope', 'Hanif Kureishi', 'Steven Schachter', 'Valerie Martin', 'Jim Thompson', 'Shawn Slovo', 'James Naughtie', 'Peter Lefcourt', 'Choderlos de Laclos', 'Neville Smith', 'Donald E. Westlake', 'Steve Coogan', 'Colette', 'Martin Sherman', 'Beth Raymer', 'Martin Sixsmith', 'Max Evans', 'Moira Buffini', 'Roddy Doyle', 'Posy Simmonds', 'Nick Hornby', 'Steven Knight', 'Peter Morgan']]
Predicted Ans:    William H. Macy
Predicted Path:   Hero --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Deal --[written_by]--> William H. Macy
Path (Raw):       Hero --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Deal --[written_by]--> William H. Macy
Neg LogProb(↓):   0.775059
Path Entropy(↓):  1.574346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by passion play actors release
Start Entity:     Passion Play
Gold Answer:      [['1980', '1946', '2008', '2003', '1992', '1993', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1983', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1987']]
Predicted Ans:    1987
Predicted Path:   Passion Play --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Path (Raw):       Passion Play --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Neg LogProb(↓):   1.126496
Path Entropy(↓):  2.081910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by yvonne furneaux
Start Entity:     Yvonne Furneaux
Gold Answer:      [['Roman Polanski', 'Gérard Brach']]
Predicted Ans:    Roman Polanski
Predicted Path:   Yvonne Furneaux --[(INV) starred_actors]--> Repulsion --[written_by]--> Roman Polanski
Path (Raw):       Yvonne Furneaux --[No Operation]--> Yvonne Furneaux --[(INV) starred_actors]--> Repulsion --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.094601
Path Entropy(↓):  0.303148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer charles einstein
Start Entity:     Charles Einstein
Gold Answer:      [['George Sanders', 'Rhonda Fleming', 'Dana Andrews', 'Howard Duff']]
Predicted Ans:    Rhonda Fleming
Predicted Path:   Charles Einstein --[(INV) written_by]--> While the City Sleeps --[starred_actors]--> Rhonda Fleming
Path (Raw):       Charles Einstein --[No Operation]--> Charles Einstein --[(INV) written_by]--> While the City Sleeps --[starred_actors]--> Rhonda Fleming
Neg LogProb(↓):   0.199704
Path Entropy(↓):  0.600261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the producers
Start Entity:     The Producers
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Producers --[written_by]--> Mel Brooks --[(INV) written_by]--> Blazing Saddles --[has_genre]--> Comedy
Path (Raw):       The Producers --[written_by]--> Mel Brooks --[(INV) written_by]--> Blazing Saddles --[has_genre]--> Comedy
Neg LogProb(↓):   0.885987
Path Entropy(↓):  1.397429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the wild child also appears in which movies
Start Entity:     The Wild Child
Gold Answer:      [['The Green Room', 'Close Encounters of the Third Kind', "L'Atalante"]]
Predicted Ans:    The Wild Child
Predicted Path:   The Wild Child --[starred_actors]--> François Truffaut --[(INV) starred_actors]--> The Wild Child
Path (Raw):       The Wild Child --[starred_actors]--> François Truffaut --[No Operation]--> François Truffaut --[(INV) starred_actors]--> The Wild Child
Neg LogProb(↓):   0.186275
Path Entropy(↓):  0.476496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in the american
Start Entity:     The American
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The American --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Path (Raw):       The American --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Neg LogProb(↓):   0.064233
Path Entropy(↓):  0.309977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the little shop of horrors director release
Start Entity:     Little Shop of Horrors
Gold Answer:      [['1988', '1995', '1975', '2001', '2010', '1991', '1982', '2004', '1999', '1984', '2007']]
Predicted Ans:    1984
Predicted Path:   Little Shop of Horrors --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Muppets Take Manhattan --[release_year]--> 1984
Path (Raw):       Little Shop of Horrors --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Muppets Take Manhattan --[release_year]--> 1984
Neg LogProb(↓):   1.245700
Path Entropy(↓):  1.824334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed biloxi blues
Start Entity:     Biloxi Blues
Gold Answer:      [['Elaine May', 'Garry Shandling', 'Kevin Wade', 'Mike Nichols', 'Ernest Lehman', 'George Crile', 'Emma Thompson', 'Jean Poiret', 'Jim Harrison', 'Charles Webb', 'Margaret Edson', 'Calder Willingham', 'Wesley Strick', 'Alice Arlen', 'Buck Henry', 'Robert Merle', 'Francis Veber', 'Carrie Fisher', 'Patrick Marber', 'Joseph Heller', 'Nora Ephron', 'Aaron Sorkin', 'Jules Feiffer', 'Joe Klein']]
Predicted Ans:    Carrie Fisher
Predicted Path:   Biloxi Blues --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Postcards from the Edge --[written_by]--> Carrie Fisher
Path (Raw):       Biloxi Blues --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Postcards from the Edge --[written_by]--> Carrie Fisher
Neg LogProb(↓):   1.794984
Path Entropy(↓):  2.570044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by bill milling fall under
Start Entity:     Bill Milling
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bill Milling --[(INV) written_by]--> Lauderdale --[has_genre]--> Comedy
Path (Raw):       Bill Milling --[No Operation]--> Bill Milling --[(INV) written_by]--> Lauderdale --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by antonio pennacchi
Start Entity:     Antonio Pennacchi
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Antonio Pennacchi --[(INV) written_by]--> My Brother Is an Only Child --[in_language]--> Italian
Path (Raw):       Antonio Pennacchi --[No Operation]--> Antonio Pennacchi --[(INV) written_by]--> My Brother Is an Only Child --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of russkies
Start Entity:     Russkies
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Russkies --[directed_by]--> Rick Rosenthal --[(INV) directed_by]--> Bad Boys --[in_language]--> Finnish
Path (Raw):       Russkies --[directed_by]--> Rick Rosenthal --[(INV) directed_by]--> Bad Boys --[in_language]--> Finnish
Neg LogProb(↓):   0.000196
Path Entropy(↓):  0.001871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie head of state
Start Entity:     Head of State
Gold Answer:      [['Chris Rock', 'Mario Van Peebles', 'Malcolm D. Lee', 'Sunu Gonera', 'Damian Harris', 'Kevin Rodney Sullivan', 'Joel Schumacher', 'Neil LaBute', 'Tamra Davis', 'Robert Benton', 'Spike Lee', 'Paul Weitz', 'Dennis Dugan', 'Matthew Warchus']]
Predicted Ans:    Damian Harris
Predicted Path:   Head of State --[starred_actors]--> Chris Rock --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Path (Raw):       Head of State --[starred_actors]--> Chris Rock --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Neg LogProb(↓):   0.111096
Path Entropy(↓):  0.452745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by andy warhol fall under
Start Entity:     Andy Warhol
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Andy Warhol --[(INV) starred_actors]--> Beautiful Darling --[has_genre]--> Documentary
Path (Raw):       Andy Warhol --[No Operation]--> Andy Warhol --[(INV) starred_actors]--> Beautiful Darling --[has_genre]--> Documentary
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by alexandre aja were written by who
Start Entity:     Alexandre Aja
Gold Answer:      [['Grégory Levasseur', 'Wes Craven', 'Joe Hill']]
Predicted Ans:    Alexandre Aja
Predicted Path:   Alexandre Aja --[(INV) directed_by]--> High Tension --[written_by]--> Alexandre Aja
Path (Raw):       Alexandre Aja --[No Operation]--> Alexandre Aja --[(INV) directed_by]--> High Tension --[written_by]--> Alexandre Aja
Neg LogProb(↓):   0.233147
Path Entropy(↓):  0.831206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by neil young starred which actors
Start Entity:     Neil Young
Gold Answer:      [['Russ Tamblyn', 'Dean Stockwell', 'Dennis Hopper']]
Predicted Ans:    Dennis Hopper
Predicted Path:   Neil Young --[(INV) written_by]--> Human Highway --[starred_actors]--> Dennis Hopper
Path (Raw):       Neil Young --[No Operation]--> Neil Young --[(INV) written_by]--> Human Highway --[starred_actors]--> Dennis Hopper
Neg LogProb(↓):   0.102297
Path Entropy(↓):  0.399239
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was stephen norrington the director of
Start Entity:     Stephen Norrington
Gold Answer:      [['Blade', 'The Last Minute', 'The League of Extraordinary Gentlemen', 'Death Machine']]
Predicted Ans:    Blade
Predicted Path:   Stephen Norrington --[(INV) directed_by]--> Death Machine --[directed_by]--> Stephen Norrington --[(INV) directed_by]--> Blade
Path (Raw):       Stephen Norrington --[(INV) directed_by]--> Death Machine --[directed_by]--> Stephen Norrington --[(INV) directed_by]--> Blade
Neg LogProb(↓):   1.770064
Path Entropy(↓):  2.388789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed a southern yankee
Start Entity:     A Southern Yankee
Gold Answer:      [['Dorothy Sebastian', 'Phyllis Barry', 'Harold Goodwin', 'Buster Keaton', 'Jimmy Durante', 'Marceline Day']]
Predicted Ans:    Buster Keaton
Predicted Path:   A Southern Yankee --[directed_by]--> Edward Sedgwick --[(INV) directed_by]--> The Cameraman --[starred_actors]--> Buster Keaton
Path (Raw):       A Southern Yankee --[directed_by]--> Edward Sedgwick --[(INV) directed_by]--> The Cameraman --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.055262
Path Entropy(↓):  0.235647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Urbano barberini appears in which movies
Start Entity:     Urbano Barberini
Gold Answer:      [['Opera', 'Demons']]
Predicted Ans:    Opera
Predicted Path:   Urbano Barberini --[(INV) starred_actors]--> Opera --[starred_actors]--> Cristina Marsillach --[(INV) starred_actors]--> Opera
Path (Raw):       Urbano Barberini --[(INV) starred_actors]--> Opera --[starred_actors]--> Cristina Marsillach --[(INV) starred_actors]--> Opera
Neg LogProb(↓):   0.181345
Path Entropy(↓):  0.454834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of andrew sensenig starred movies
Start Entity:     Andrew Sensenig
Gold Answer:      [['Shane Carruth']]
Predicted Ans:    Shane Carruth
Predicted Path:   Andrew Sensenig --[(INV) starred_actors]--> Upstream Color --[written_by]--> Shane Carruth
Path (Raw):       Andrew Sensenig --[No Operation]--> Andrew Sensenig --[(INV) starred_actors]--> Upstream Color --[written_by]--> Shane Carruth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by giovanni ribisi release
Start Entity:     Giovanni Ribisi
Gold Answer:      [['2000', '2009', '2005', '2004', '2006', '1999', '2002', '2012']]
Predicted Ans:    2006
Predicted Path:   Giovanni Ribisi --[(INV) starred_actors]--> The Dog Problem --[release_year]--> 2006
Path (Raw):       Giovanni Ribisi --[No Operation]--> Giovanni Ribisi --[(INV) starred_actors]--> The Dog Problem --[release_year]--> 2006
Neg LogProb(↓):   0.587780
Path Entropy(↓):  1.144336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of judith viorst
Start Entity:     Judith Viorst
Gold Answer:      [['Rob Lieber']]
Predicted Ans:    Judith Viorst
Predicted Path:   Judith Viorst --[(INV) written_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[written_by]--> Judith Viorst
Path (Raw):       Judith Viorst --[No Operation]--> Judith Viorst --[(INV) written_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[written_by]--> Judith Viorst
Neg LogProb(↓):   0.002287
Path Entropy(↓):  0.016210
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe film the sacrifice
Start Entity:     The Sacrifice
Gold Answer:      [['erland josephson', 'andrei tarkovsky']]
Predicted Ans:    erland josephson
Predicted Path:   The Sacrifice --[has_tags]--> erland josephson --[(INV) has_tags]--> The Sacrifice --[has_tags]--> erland josephson
Path (Raw):       The Sacrifice --[has_tags]--> erland josephson --[(INV) has_tags]--> The Sacrifice --[has_tags]--> erland josephson
Neg LogProb(↓):   0.012535
Path Entropy(↓):  0.075872
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by chris d'arienzo
Start Entity:     Chris D'Arienzo
Gold Answer:      [['Frank Turner Hollon']]
Predicted Ans:    Frank Turner Hollon
Predicted Path:   Chris D'Arienzo --[(INV) directed_by]--> Barry Munday --[written_by]--> Frank Turner Hollon
Path (Raw):       Chris D'Arienzo --[No Operation]--> Chris D'Arienzo --[(INV) directed_by]--> Barry Munday --[written_by]--> Frank Turner Hollon
Neg LogProb(↓):   0.144540
Path Entropy(↓):  0.395844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by jimmy huston were directed by who
Start Entity:     Jimmy Huston
Gold Answer:      [['Wayne Kramer', 'Paul Glickler', 'Peter Hyams']]
Predicted Ans:    Wayne Kramer
Predicted Path:   Jimmy Huston --[(INV) written_by]--> Running Scared --[directed_by]--> Wayne Kramer
Path (Raw):       Jimmy Huston --[No Operation]--> Jimmy Huston --[(INV) written_by]--> Running Scared --[directed_by]--> Wayne Kramer
Neg LogProb(↓):   0.175606
Path Entropy(↓):  0.448391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the return of the musketeers starred who
Start Entity:     The Return of the Musketeers
Gold Answer:      [['Matthew Macfadyen', 'Gene Kelly', 'Alan Bates', 'Don Ameche', "Chris O'Donnell", 'Florinda Bolkan', 'Milla Jovovich', 'Oliver Reed', 'Oliver Platt', 'Charlie Sheen', 'Lana Turner', 'Roger Moore', 'Malcolm McDowell', 'Kiefer Sutherland', 'The Ritz Brothers']]
Predicted Ans:    Roger Moore
Predicted Path:   The Return of the Musketeers --[written_by]--> George MacDonald Fraser --[(INV) written_by]--> Octopussy --[starred_actors]--> Roger Moore
Path (Raw):       The Return of the Musketeers --[written_by]--> George MacDonald Fraser --[(INV) written_by]--> Octopussy --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.004486
Path Entropy(↓):  0.028742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with mark millar
Start Entity:     Mark Millar
Gold Answer:      [['Jane Goldman', 'Derek Haas', 'Michael Brandt', 'Jeff Wadlow', 'Chris Morgan', 'Matthew Vaughn']]
Predicted Ans:    Michael Brandt
Predicted Path:   Mark Millar --[(INV) written_by]--> Wanted --[written_by]--> Michael Brandt
Path (Raw):       Mark Millar --[No Operation]--> Mark Millar --[(INV) written_by]--> Wanted --[written_by]--> Michael Brandt
Neg LogProb(↓):   0.032089
Path Entropy(↓):  0.174695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in two evil eyes
Start Entity:     Two Evil Eyes
Gold Answer:      [['1980', '1978', '2005', '1982', '2007']]
Predicted Ans:    1990
Predicted Path:   Two Evil Eyes --[starred_actors]--> Adrienne Barbeau --[(INV) starred_actors]--> Two Evil Eyes --[release_year]--> 1990
Path (Raw):       Two Evil Eyes --[starred_actors]--> Adrienne Barbeau --[(INV) starred_actors]--> Two Evil Eyes --[release_year]--> 1990
Neg LogProb(↓):   0.390360
Path Entropy(↓):  0.748318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of celtic pride
Start Entity:     Celtic Pride
Gold Answer:      [['2009', '2007', '2008', '2005', '2012', '1977']]
Predicted Ans:    2012
Predicted Path:   Celtic Pride --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[release_year]--> 2012
Path (Raw):       Celtic Pride --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[release_year]--> 2012
Neg LogProb(↓):   0.755636
Path Entropy(↓):  1.504195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed confessions of a dangerous mind
Start Entity:     Confessions of a Dangerous Mind
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Confessions of a Dangerous Mind --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[in_language]--> German
Path (Raw):       Confessions of a Dangerous Mind --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[in_language]--> German
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie australia
Start Entity:     Australia
Gold Answer:      [['Baz Luhrmann']]
Predicted Ans:    Baz Luhrmann
Predicted Path:   Australia --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> Strictly Ballroom --[directed_by]--> Baz Luhrmann
Path (Raw):       Australia --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> Strictly Ballroom --[directed_by]--> Baz Luhrmann
Neg LogProb(↓):   0.004374
Path Entropy(↓):  0.028850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did marielle heller direct
Start Entity:     Marielle Heller
Gold Answer:      [['The Diary of a Teenage Girl']]
Predicted Ans:    The Diary of a Teenage Girl
Predicted Path:   Marielle Heller --[(INV) directed_by]--> The Diary of a Teenage Girl --[directed_by]--> Marielle Heller --[(INV) directed_by]--> The Diary of a Teenage Girl
Path (Raw):       Marielle Heller --[(INV) directed_by]--> The Diary of a Teenage Girl --[directed_by]--> Marielle Heller --[(INV) directed_by]--> The Diary of a Teenage Girl
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with romance
Start Entity:     Romance
Gold Answer:      [['Bluebeard', 'Police', 'Anatomy of Hell', 'The Last Mistress', 'Sex Is Comedy', 'Fat Girl', 'Brief Crossing']]
Predicted Ans:    Bluebeard
Predicted Path:   Romance --[written_by]--> Catherine Breillat --[(INV) written_by]--> Bluebeard
Path (Raw):       Romance --[written_by]--> Catherine Breillat --[(INV) written_by]--> Bluebeard --[No Operation]--> Bluebeard
Neg LogProb(↓):   0.060930
Path Entropy(↓):  0.242619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did susanna styron direct
Start Entity:     Susanna Styron
Gold Answer:      [['Shadrach']]
Predicted Ans:    Shadrach
Predicted Path:   Susanna Styron --[(INV) written_by]--> Shadrach --[written_by]--> Susanna Styron --[(INV) written_by]--> Shadrach
Path (Raw):       Susanna Styron --[(INV) written_by]--> Shadrach --[written_by]--> Susanna Styron --[(INV) written_by]--> Shadrach
Neg LogProb(↓):   0.481290
Path Entropy(↓):  0.747842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in jake kennedy directed movies
Start Entity:     Jake Kennedy
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jake Kennedy --[(INV) directed_by]--> Days of Darkness --[in_language]--> French
Path (Raw):       Jake Kennedy --[No Operation]--> Jake Kennedy --[(INV) directed_by]--> Days of Darkness --[in_language]--> French
Neg LogProb(↓):   0.052804
Path Entropy(↓):  0.202717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of hexed
Start Entity:     Hexed
Gold Answer:      [['Arena', 'Trust', 'The Experts', 'Coupe de Ville', 'The Hidden', 'Maniac Cop 2', 'A Midnight Clear', 'Soul Man']]
Predicted Ans:    Maniac Cop 2
Predicted Path:   Hexed --[starred_actors]--> Claudia Christian --[(INV) starred_actors]--> Maniac Cop 2
Path (Raw):       Hexed --[starred_actors]--> Claudia Christian --[No Operation]--> Claudia Christian --[(INV) starred_actors]--> Maniac Cop 2
Neg LogProb(↓):   0.247838
Path Entropy(↓):  0.695385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of sorority babes in the slimeball bowl - o - rama
Start Entity:     Sorority Babes in the Slimeball Bowl-O-Rama
Gold Answer:      [['1998', '1999', '1997', '2004']]
Predicted Ans:    2004
Predicted Path:   Sorority Babes in the Slimeball Bowl-O-Rama --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[release_year]--> 2004
Path (Raw):       Sorority Babes in the Slimeball Bowl-O-Rama --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[release_year]--> 2004
Neg LogProb(↓):   0.122658
Path Entropy(↓):  0.449636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was fernando leon de aranoa a writer on
Start Entity:     Fernando León de Aranoa
Gold Answer:      [['Mondays in the Sun', 'Princesas']]
Predicted Ans:    Mondays in the Sun
Predicted Path:   Fernando León de Aranoa --[(INV) written_by]--> Mondays in the Sun --[written_by]--> Fernando León de Aranoa --[(INV) written_by]--> Mondays in the Sun
Path (Raw):       Fernando León de Aranoa --[(INV) written_by]--> Mondays in the Sun --[written_by]--> Fernando León de Aranoa --[(INV) written_by]--> Mondays in the Sun
Neg LogProb(↓):   0.000255
Path Entropy(↓):  0.002522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the frighteners
Start Entity:     The Frighteners
Gold Answer:      [['King Kong', 'Meet the Feebles', 'Heavenly Creatures', 'The Lovely Bones', 'Forgotten Silver', 'Bad Taste']]
Predicted Ans:    King Kong
Predicted Path:   The Frighteners --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong
Path (Raw):       The Frighteners --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[No Operation]--> King Kong
Neg LogProb(↓):   0.092170
Path Entropy(↓):  0.425200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by s. o. s. eisberg actors
Start Entity:     S.O.S. Eisberg
Gold Answer:      [['Fritz Lang', 'Ray Müller', 'Leni Riefenstahl', 'Béla Balázs', 'Georg Wilhelm Pabst']]
Predicted Ans:    Fritz Lang
Predicted Path:   S.O.S. Eisberg --[starred_actors]--> Gustav Diessl --[(INV) starred_actors]--> The Testament of Dr. Mabuse --[directed_by]--> Fritz Lang
Path (Raw):       S.O.S. Eisberg --[starred_actors]--> Gustav Diessl --[(INV) starred_actors]--> The Testament of Dr. Mabuse --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.289715
Path Entropy(↓):  0.797220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in lino capolicchio acted films
Start Entity:     Lino Capolicchio
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Lino Capolicchio --[(INV) starred_actors]--> The Garden of the Finzi-Continis --[in_language]--> Italian
Path (Raw):       Lino Capolicchio --[No Operation]--> Lino Capolicchio --[(INV) starred_actors]--> The Garden of the Finzi-Continis --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in houseboat
Start Entity:     Houseboat
Gold Answer:      [['Swedish', 'French', 'English', 'Greek', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Houseboat --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> To Catch a Thief --[in_language]--> French
Path (Raw):       Houseboat --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> To Catch a Thief --[in_language]--> French
Neg LogProb(↓):   0.391367
Path Entropy(↓):  0.810829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by smilin'through actors
Start Entity:     Smilin' Through
Gold Answer:      [['Robert Wise', 'George Cukor', 'John Cromwell', 'Cecil B. DeMille', 'Diane English', 'Tay Garnett', 'Franco Zeffirelli', 'William A. Wellman', 'Mervyn LeRoy', 'Edward H. Griffith', 'Bernard Rose', 'Anthony Quinn', 'Rouben Mamoulian', 'Claude Lelouch', 'Dorothy Arzner', 'John Frankenheimer', 'Bille August', 'Mark Robson', 'Martin Ritt', 'Sidney Franklin', 'Stanley Kramer', 'Raymond Bernard', 'Will Vinton', 'Ernst Lubitsch', 'Archie Mayo', 'Sofia Coppola', 'Victor Sjöström', 'Joe Wright', 'René Clair', 'Tom Hooper', 'Victor Fleming', 'John S. Robertson', 'Harold Young', 'Leslie Howard', 'William Wyler', 'Irving Rapper', 'Richard Boleslawski', 'Clarence Brown', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    George Cukor
Predicted Path:   Smilin' Through --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> The Women --[directed_by]--> George Cukor
Path (Raw):       Smilin' Through --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> The Women --[directed_by]--> George Cukor
Neg LogProb(↓):   0.814880
Path Entropy(↓):  1.210314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film sweet liberty
Start Entity:     Sweet Liberty
Gold Answer:      [['David Hollander', 'Alfonso Cuarón', 'Dale Launer', 'Doug Wright', 'Robert Towne', 'John Byrum', 'Michael Hoffman', 'Robert Kaufman', 'Katie Ford', 'Caryn Lucas', 'Leigh Vance', 'Clive Egleton', 'Daniel Waters', 'Ronald Harwood', 'George Plimpton', 'Charlie Peters', 'Abel Ferrara', 'Lotte Colin', 'Neil Jordan', 'Paul Theroux', 'Bob Swaim', 'Choderlos de Laclos', 'Rudyard Kipling', 'Stanley Shapiro', 'Paul Henning', 'James Clavell', 'Steve Conrad', 'Willy Russell', 'Nick Castle', 'Mike Hodges', 'Jack Higgins', 'LouAnne Johnson', 'Martin Scorsese', 'William Trevor', 'Peter S. Seaman', 'Jeffrey Price', 'Donna Powers', 'Alex Kurtzman', 'Roberto Orci', 'John Fowles', 'Gary K. Wolf', 'Ira Levin', 'J.B. Pick', 'Mary C. McCall Jr.', 'Charles Kenyon', 'Joel Schumacher', 'Markus Schleinzer', 'Melvyn Bragg', 'Rick Moody', 'Bill Naughton', 'Marc Brandel', 'Colette', 'Graham Greene', 'Scott Cherry', 'Nora Ephron', 'Brian Moore', 'Peter Nelson', 'Joseph L. Mankiewicz', 'Jack Davies', 'Armitage Trail', 'Christopher Hampton', 'John le Carré', 'Sidney Carroll', 'Frederick Forsyth', 'Ellen Perry', 'Larry Gelbart', 'Luc Besson', 'William Shakespeare', 'Woody Allen', 'Alan Alda', 'Patty Dann', 'Christopher Nolan', 'David S. Goyer', 'Oliver Stone', 'Jonathan Nolan', 'Robert Aldrich', 'Charles Shyer', 'John Mortimer', 'Don Roos', 'Robert Ludlum', 'John Hopkins', 'Thomas C. Ryan', 'Bert Gilden', 'Peter Benchley', 'James V. Hart', 'Malia Scotch Marmo', 'George Axelrod', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Steve Kloves', 'Ted Griffin', 'Atom Egoyan', 'Jacquelyn Mitchard', 'Terrence McNally', 'Simon Brett', 'Bernard Slade', 'Jay Presson Allen', 'Jody Lambert', 'Martin Sherman', 'Joseph Conrad', 'John Lasseter', 'Brian De Palma', 'Tim McCanlies', 'Jessie Nelson', 'David Leland', 'Christopher Priest', 'Edward Anhalt', 'Wolfgang Petersen', 'David E. Kelley', 'Richard Neely', 'Len Deighton', 'John Huston', 'Michael Brady', 'Tom Stoppard', 'James Doran', 'Marc Lawrence', 'Guy Jenkin', 'Ethan Coen', 'Jane Smiley', 'Tom Matthews', 'Eric Williams', 'John Updike', 'Ted Lewis', 'Charles Dickens', 'Jim Harrison', 'Ettore Scola', 'Edith Wharton', 'Tonino Benacquista', 'Anthony Shaffer', 'Wesley Strick', 'Thomas Wiseman', 'Amy Heckerling', 'Alvin Sargent', 'Brad Lewis', 'Ben Queen', 'Kristine Johnson', 'Harold Pinter', 'Horton Foote', 'Edward Anderson', 'John Hale']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Sweet Liberty --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> Go Go Tales --[written_by]--> Abel Ferrara
Path (Raw):       Sweet Liberty --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> Go Go Tales --[written_by]--> Abel Ferrara
Neg LogProb(↓):   1.078192
Path Entropy(↓):  1.925745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of marketa irglova starred movies
Start Entity:     Markéta Irglová
Gold Answer:      [['John Carney']]
Predicted Ans:    John Carney
Predicted Path:   Markéta Irglová --[(INV) starred_actors]--> Once --[written_by]--> John Carney
Path (Raw):       Markéta Irglová --[No Operation]--> Markéta Irglová --[(INV) starred_actors]--> Once --[written_by]--> John Carney
Neg LogProb(↓):   0.000091
Path Entropy(↓):  0.001006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the return of the living dead
Start Entity:     The Return of the Living Dead
Gold Answer:      [['1995', '1990', '2012', '1985', '1953', '1979', '1986', '1974']]
Predicted Ans:    1990
Predicted Path:   The Return of the Living Dead --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Path (Raw):       The Return of the Living Dead --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Neg LogProb(↓):   0.752247
Path Entropy(↓):  1.356902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of hawaii
Start Entity:     Hawaii
Gold Answer:      [['John Kerr', 'Tina Chen', 'Charlton Heston', 'Geraldine Chaplin', 'Ray Walston', 'Rossano Brazzi', 'Mitzi Gaynor']]
Predicted Ans:    Charlton Heston
Predicted Path:   Hawaii --[written_by]--> James A. Michener --[(INV) written_by]--> The Hawaiians --[starred_actors]--> Charlton Heston
Path (Raw):       Hawaii --[written_by]--> James A. Michener --[(INV) written_by]--> The Hawaiians --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did djibril diop mambety direct
Start Entity:     Djibril Diop Mambéty
Gold Answer:      [['Touki Bouki']]
Predicted Ans:    Touki Bouki
Predicted Path:   Djibril Diop Mambéty --[(INV) directed_by]--> Touki Bouki --[written_by]--> Djibril Diop Mambéty --[(INV) directed_by]--> Touki Bouki
Path (Raw):       Djibril Diop Mambéty --[(INV) directed_by]--> Touki Bouki --[written_by]--> Djibril Diop Mambéty --[(INV) directed_by]--> Touki Bouki
Neg LogProb(↓):   0.822473
Path Entropy(↓):  1.600516
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is the barefoot contessa
Start Entity:     The Barefoot Contessa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Barefoot Contessa --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Barefoot Contessa --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.460348
Path Entropy(↓):  4.666763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by joe roth were written by who
Start Entity:     Joe Roth
Gold Answer:      [['Peter Tolan', 'Richard Price', 'John Grisham', 'Chris Columbus', 'Billy Crystal']]
Predicted Ans:    Billy Crystal
Predicted Path:   Joe Roth --[(INV) directed_by]--> America's Sweethearts --[written_by]--> Billy Crystal
Path (Raw):       Joe Roth --[No Operation]--> Joe Roth --[(INV) directed_by]--> America's Sweethearts --[written_by]--> Billy Crystal
Neg LogProb(↓):   0.442295
Path Entropy(↓):  1.110702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie tampopo were in which languages
Start Entity:     Tampopo
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Tampopo --[starred_actors]--> Ken Watanabe --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Path (Raw):       Tampopo --[starred_actors]--> Ken Watanabe --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Neg LogProb(↓):   0.469962
Path Entropy(↓):  0.926368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie georgia rule, when was it released
Start Entity:     Georgia Rule
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Georgia Rule --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Georgia Rule --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.354924
Path Entropy(↓):  4.630273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by mike white
Start Entity:     Mike White
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Mike White --[(INV) directed_by]--> Year of the Dog --[release_year]--> 2007
Path (Raw):       Mike White --[No Operation]--> Mike White --[(INV) directed_by]--> Year of the Dog --[release_year]--> 2007
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by arnold schwarzenegger
Start Entity:     arnold schwarzenegger
Gold Answer:      [['Kindergarten Cop', 'End of Days', 'Twins', 'True Lies', 'The Last Stand', 'Red Sonja', 'The Expendables 3', 'Escape Plan', 'Predator', 'Total Recall', 'Last Action Hero', 'The Terminator', 'Raw Deal', 'Hercules in New York', 'Collateral Damage', 'The Running Man', 'The 6th Day', 'Eraser', 'Pumping Iron', 'Conan the Barbarian', 'Conan the Destroyer', 'The Expendables 2', 'Jingle All the Way', 'Commando', 'Red Heat', 'Junior']]
Predicted Ans:    Junior
Predicted Path:   arnold schwarzenegger --[(INV) has_tags]--> Junior --[has_tags]--> ivan reitman --[(INV) has_tags]--> Junior
Path (Raw):       arnold schwarzenegger --[(INV) has_tags]--> Junior --[has_tags]--> ivan reitman --[(INV) has_tags]--> Junior
Neg LogProb(↓):   0.860598
Path Entropy(↓):  1.478552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by jess manafort
Start Entity:     Jess Manafort
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jess Manafort --[(INV) directed_by]--> Remember the Daze --[has_genre]--> Drama
Path (Raw):       Jess Manafort --[No Operation]--> Jess Manafort --[(INV) directed_by]--> Remember the Daze --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of sisters
Start Entity:     Sisters
Gold Answer:      [['Armitage Trail', 'Theodore Dreiser', 'John Farris', 'Wilford Leach', 'David Mamet', 'Oliver Stone', 'Lawrence D. Cohen', 'Michael Cristofer', 'Daniel Lang', 'David Rabe', 'David Koepp', 'Alain Corneau', 'Edwin Torres', 'John Thomas', 'Graham Yost', 'James Ellroy', 'Paul Schrader', 'Eliot Ness', 'Jim Thomas', 'Stephen King', 'Jordan Crittenden', 'Brian De Palma', 'Tom Wolfe']]
Predicted Ans:    David Rabe
Predicted Path:   Sisters --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Path (Raw):       Sisters --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Neg LogProb(↓):   0.730951
Path Entropy(↓):  1.795268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by sarah miles release
Start Entity:     Sarah Miles
Gold Answer:      [['1976', '1963', '1978', '1946', '2005', '1973', '1981']]
Predicted Ans:    1963
Predicted Path:   Sarah Miles --[(INV) starred_actors]--> The Servant --[release_year]--> 1963
Path (Raw):       Sarah Miles --[No Operation]--> Sarah Miles --[(INV) starred_actors]--> The Servant --[release_year]--> 1963
Neg LogProb(↓):   0.677893
Path Entropy(↓):  0.999620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by sophie kinsella
Start Entity:     Sophie Kinsella
Gold Answer:      [['Hugh Dancy', 'Isla Fisher']]
Predicted Ans:    Hugh Dancy
Predicted Path:   Sophie Kinsella --[(INV) written_by]--> Confessions of a Shopaholic --[starred_actors]--> Hugh Dancy
Path (Raw):       Sophie Kinsella --[No Operation]--> Sophie Kinsella --[(INV) written_by]--> Confessions of a Shopaholic --[starred_actors]--> Hugh Dancy
Neg LogProb(↓):   0.000124
Path Entropy(↓):  0.001238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by lenny juliano
Start Entity:     Lenny Juliano
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Lenny Juliano --[(INV) written_by]--> Cheerleader Massacre --[release_year]--> 2003
Path (Raw):       Lenny Juliano --[No Operation]--> Lenny Juliano --[(INV) written_by]--> Cheerleader Massacre --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of always
Start Entity:     Always
Gold Answer:      [['Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Always --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[has_genre]--> Drama
Path (Raw):       Always --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.052985
Path Entropy(↓):  0.295619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by lelia goldoni released
Start Entity:     Lelia Goldoni
Gold Answer:      [['1959', '2007']]
Predicted Ans:    2007
Predicted Path:   Lelia Goldoni --[(INV) starred_actors]--> Shadows --[release_year]--> 2007
Path (Raw):       Lelia Goldoni --[No Operation]--> Lelia Goldoni --[(INV) starred_actors]--> Shadows --[release_year]--> 2007
Neg LogProb(↓):   0.280308
Path Entropy(↓):  0.557501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by bill kelly were directed by who
Start Entity:     Bill Kelly
Gold Answer:      [['Kevin Lima']]
Predicted Ans:    Kevin Lima
Predicted Path:   Bill Kelly --[(INV) written_by]--> Enchanted --[directed_by]--> Kevin Lima
Path (Raw):       Bill Kelly --[No Operation]--> Bill Kelly --[(INV) written_by]--> Enchanted --[directed_by]--> Kevin Lima
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film i bury the living released
Start Entity:     I Bury the Living
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   I Bury the Living --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Path (Raw):       I Bury the Living --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Neg LogProb(↓):   2.446325
Path Entropy(↓):  3.656514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by nicolas roeg
Start Entity:     Nicolas Roeg
Gold Answer:      [['Anjelica Huston', 'Aoi Miyazaki', 'Alec McCowen', 'Angela Lansbury', 'Oliver Reed', 'Mick Jagger', 'Harvey Keitel', 'Ann Bell', 'Art Garfunkel', 'Amanda Donohoe', 'David Bowie', 'Victor Mature', 'George Sanders', 'Rip Torn', 'Hedy Lamarr', 'James Fox', 'Luc Roeg', 'Gene Hackman', 'David Gulpilil', 'Kay Walsh', 'Rowan Atkinson', 'Theresa Russell', 'Mai Zetterling', 'Donald Sutherland', 'Jasen Fisher', 'Julie Christie', 'Joan Fontaine', 'Candy Clark', 'Denholm Elliott', 'Rutger Hauer', 'Bryan Brown', 'Mimi Rogers', 'Masaru Miyazaki', 'Jenny Agutter']]
Predicted Ans:    Oliver Reed
Predicted Path:   Nicolas Roeg --[(INV) directed_by]--> Castaway --[starred_actors]--> Oliver Reed
Path (Raw):       Nicolas Roeg --[No Operation]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[starred_actors]--> Oliver Reed
Neg LogProb(↓):   0.096947
Path Entropy(↓):  0.385304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the bourne ultimatum
Start Entity:     The Bourne Ultimatum
Gold Answer:      [['1998', '2000', '1997', '2009', '2003', '1992', '2012', '2010', '2004', '2006', '1999', '2002', '2014', '1987', '1969', '2011', '1956', '2013']]
Predicted Ans:    2002
Predicted Path:   The Bourne Ultimatum --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[release_year]--> 2002
Path (Raw):       The Bourne Ultimatum --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[release_year]--> 2002
Neg LogProb(↓):   1.100508
Path Entropy(↓):  1.895909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with carve her name with pride fall under
Start Entity:     Carve Her Name with Pride
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Carve Her Name with Pride --[starred_actors]--> Virginia McKenna --[(INV) starred_actors]--> Born Free --[has_genre]--> Drama
Path (Raw):       Carve Her Name with Pride --[starred_actors]--> Virginia McKenna --[(INV) starred_actors]--> Born Free --[has_genre]--> Drama
Neg LogProb(↓):   0.001963
Path Entropy(↓):  0.014297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ria kataja acted films
Start Entity:     Ria Kataja
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Ria Kataja --[(INV) starred_actors]--> Black Ice --[release_year]--> 2007
Path (Raw):       Ria Kataja --[No Operation]--> Ria Kataja --[(INV) starred_actors]--> Black Ice --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of cheri
Start Entity:     Chéri
Gold Answer:      [['Personal Effects', 'A Thousand Acres', 'Tequila Sunrise', 'To Gillian on Her 37th Birthday', 'The Prince of Egypt', 'What Lies Beneath', 'The Family', 'The Russia House', 'Into the Night', 'The Story of Us', 'Dark Shadows', 'Ladyhawke', 'Love Field', 'The Witches of Eastwick', 'Batman Returns', "A Midsummer Night's Dream", 'Dangerous Liaisons', 'I Could Never Be Your Woman', 'The Young Victoria', 'The Fabulous Baker Boys', 'Mrs. Palfrey at the Claremont', 'Wolf', 'The Deep End of the Ocean', 'Frankie and Johnny', 'One Fine Day', 'Sweet Liberty', 'The Age of Innocence', 'People Like Us', 'Outlaw', 'I Am Sam', 'Grease 2', 'Dangerous Minds', 'Scarface']]
Predicted Ans:    Outlaw
Predicted Path:   Chéri --[starred_actors]--> Rupert Friend --[(INV) starred_actors]--> Outlaw
Path (Raw):       Chéri --[starred_actors]--> Rupert Friend --[No Operation]--> Rupert Friend --[(INV) starred_actors]--> Outlaw
Neg LogProb(↓):   0.825007
Path Entropy(↓):  1.161322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director peter baldwin
Start Entity:     Peter Baldwin
Gold Answer:      [['Rodney Dangerfield']]
Predicted Ans:    Rodney Dangerfield
Predicted Path:   Peter Baldwin --[(INV) directed_by]--> Meet Wally Sparks --[starred_actors]--> Rodney Dangerfield
Path (Raw):       Peter Baldwin --[No Operation]--> Peter Baldwin --[(INV) directed_by]--> Meet Wally Sparks --[starred_actors]--> Rodney Dangerfield
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is ninja assassin about
Start Entity:     Ninja Assassin
Gold Answer:      [['violence', 'dark', 'ninja', 'rain', 'martial arts']]
Predicted Ans:    rain
Predicted Path:   Ninja Assassin --[has_tags]--> rain --[(INV) has_tags]--> Ninja Assassin --[has_tags]--> rain
Path (Raw):       Ninja Assassin --[has_tags]--> rain --[(INV) has_tags]--> Ninja Assassin --[has_tags]--> rain
Neg LogProb(↓):   0.023464
Path Entropy(↓):  0.120723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by bob randall release
Start Entity:     Bob Randall
Gold Answer:      [['1996', '1998', '1981']]
Predicted Ans:    1981
Predicted Path:   Bob Randall --[(INV) written_by]--> The Fan --[release_year]--> 1981
Path (Raw):       Bob Randall --[No Operation]--> Bob Randall --[(INV) written_by]--> The Fan --[release_year]--> 1981
Neg LogProb(↓):   0.377140
Path Entropy(↓):  0.672737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in kamen kalev written films
Start Entity:     Kamen Kalev
Gold Answer:      [['Bulgarian']]
Predicted Ans:    Bulgarian
Predicted Path:   Kamen Kalev --[(INV) written_by]--> Eastern Plays --[in_language]--> Bulgarian
Path (Raw):       Kamen Kalev --[No Operation]--> Kamen Kalev --[(INV) written_by]--> Eastern Plays --[in_language]--> Bulgarian
Neg LogProb(↓):   0.000356
Path Entropy(↓):  0.003185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the assignment
Start Entity:     The Assignment
Gold Answer:      [['Neal Israel', 'Norman Jewison', 'John Ford', 'Lawrence Kasdan', 'Marvin J. Chomsky']]
Predicted Ans:    Mark Mullin
Predicted Path:   The Assignment --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[written_by]--> Mark Mullin
Path (Raw):       The Assignment --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[written_by]--> Mark Mullin
Neg LogProb(↓):   0.567975
Path Entropy(↓):  1.381707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor thomas doret is a co - star of who
Start Entity:     Thomas Doret
Gold Answer:      [['Cécile De France']]
Predicted Ans:    Cécile De France
Predicted Path:   Thomas Doret --[(INV) starred_actors]--> The Kid with a Bike --[starred_actors]--> Cécile De France
Path (Raw):       Thomas Doret --[No Operation]--> Thomas Doret --[(INV) starred_actors]--> The Kid with a Bike --[starred_actors]--> Cécile De France
Neg LogProb(↓):   0.000291
Path Entropy(↓):  0.002663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie kung fu panda
Start Entity:     Kung Fu Panda
Gold Answer:      [['Joel Hopkins', 'Tony Cinciripini', 'Robert Stromberg', 'Elaine May', 'John Schlesinger', 'Stephen Frears', 'Dustin Hoffman', 'Stephen Herek', 'Wolfgang Petersen', 'Mike Nichols', 'Clint Eastwood', 'Ron Clements', 'Jared Hess', 'Timur Bekmambetov', 'Florian Henckel von Donnersmarck', 'James Mangold', 'John Musker', 'Robert De Niro', 'David O. Russell', 'Merian C. Cooper', 'Barry Levinson', 'Jake Kasdan', 'Michael Apted', 'Martin Campbell', 'Thomas McCarthy', 'Richard Linklater', 'Albert Dupontel', 'Alex Segal', 'Christian Alvart', 'Zach Helm', 'Franklin J. Schaffner', 'Michael Corrente', 'Malcolm Venville', 'Dennis Dugan', 'Michael Cristofer', 'Jonathan Glazer', 'Michel Gondry', 'Paul Weitz', 'Michael Winterbottom', 'Nancy Meyers', 'David Frankel', 'Jay Roach', 'Zeki Demirkubuz', 'Phillip Noyce', 'Gary Fleder', 'Dave Fleischer', 'Robert Benton', 'Steven Spielberg', 'Ulu Grosbard', 'Liam Lynch', 'Harold Ramis', 'Brett Ratner', 'Ben Stiller', 'Sidney Lumet', 'John Guillermin', 'Arthur Penn', 'Sydney Pollack', 'Iain Softley', 'Rod Lurie', 'Ernest B. Schoedsack', 'Rob Letterman', 'Andy Wilson', 'Peter Jackson', 'Sam Peckinpah', 'Bob Fosse', 'Volker Schlöndorff', 'Alan J. Pakula']]
Predicted Ans:    John Schlesinger
Predicted Path:   Kung Fu Panda --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[directed_by]--> John Schlesinger
Path (Raw):       Kung Fu Panda --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.461040
Path Entropy(↓):  1.159445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by hiroshi teshigahara were released in which years
Start Entity:     Hiroshi Teshigahara
Gold Answer:      [['1966', '1962', '1948']]
Predicted Ans:    1962
Predicted Path:   Hiroshi Teshigahara --[(INV) directed_by]--> Pitfall --[release_year]--> 1962
Path (Raw):       Hiroshi Teshigahara --[No Operation]--> Hiroshi Teshigahara --[(INV) directed_by]--> Pitfall --[release_year]--> 1962
Neg LogProb(↓):   0.305184
Path Entropy(↓):  0.687425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is the train about
Start Entity:     The Train
Gold Answer:      [['john frankenheimer', 'bd-r', 'war']]
Predicted Ans:    john frankenheimer
Predicted Path:   The Train --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Path (Raw):       The Train --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Neg LogProb(↓):   0.296682
Path Entropy(↓):  0.723905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the mortal storm actors release
Start Entity:     The Mortal Storm
Gold Answer:      [['1970', '1946', '1954', '1959', '1936', '1935', '1941', '1968', '1963', '1939', '1957', '1951', '1953', '1947', '1956', '1976', '1948', '1971', '1940', '1938', '1996', '1961', '1955', '1962', '1934', '1949', '1966', '1950', '1965', '1952', '1958']]
Predicted Ans:    1962
Predicted Path:   The Mortal Storm --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man Who Shot Liberty Valance --[release_year]--> 1962
Path (Raw):       The Mortal Storm --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man Who Shot Liberty Valance --[release_year]--> 1962
Neg LogProb(↓):   0.957234
Path Entropy(↓):  2.231995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of birth
Start Entity:     Birth
Gold Answer:      [['Ben Kingsley', 'Samantha Morton', 'Ray Winstone', 'Scarlett Johansson', 'Ian McShane', 'Claire Rushbrook']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Birth --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Birth --[starred_actors]--> Nicole Kidman
Path (Raw):       Birth --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Birth --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.847330
Path Entropy(↓):  1.528780
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of caroline ducey starred movies
Start Entity:     Caroline Ducey
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Caroline Ducey --[(INV) starred_actors]--> Romance --[release_year]--> 1999
Path (Raw):       Caroline Ducey --[No Operation]--> Caroline Ducey --[(INV) starred_actors]--> Romance --[release_year]--> 1999
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie 11. 6 are directed by who
Start Entity:     11.6
Gold Answer:      [['Claire Denis', 'Lasse Hallström', 'Nicole Garcia', 'Claude Chabrol', 'Guillaume Canet', 'Olivier Nakache']]
Predicted Ans:    Guillaume Canet
Predicted Path:   11.6 --[starred_actors]--> François Cluzet --[(INV) starred_actors]--> Little White Lies --[directed_by]--> Guillaume Canet
Path (Raw):       11.6 --[starred_actors]--> François Cluzet --[(INV) starred_actors]--> Little White Lies --[directed_by]--> Guillaume Canet
Neg LogProb(↓):   0.916479
Path Entropy(↓):  1.300870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the deadly companions
Start Entity:     The Deadly Companions
Gold Answer:      [['1983', '1962', '1978', '1970', '1975', '1972', '1971', '1965', '1994', '1969', '1974', '2011']]
Predicted Ans:    1972
Predicted Path:   The Deadly Companions --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Getaway --[release_year]--> 1972
Path (Raw):       The Deadly Companions --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   1.305018
Path Entropy(↓):  2.076750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the seventh victim starred who
Start Entity:     The Seventh Victim
Gold Answer:      [['Tom Conway', 'Isabel Jewell', 'Jean Brooks', 'Kim Hunter']]
Predicted Ans:    Jean Brooks
Predicted Path:   The Seventh Victim --[starred_actors]--> Jean Brooks --[(INV) starred_actors]--> The Seventh Victim --[starred_actors]--> Jean Brooks
Path (Raw):       The Seventh Victim --[starred_actors]--> Jean Brooks --[(INV) starred_actors]--> The Seventh Victim --[starred_actors]--> Jean Brooks
Neg LogProb(↓):   0.651030
Path Entropy(↓):  1.456884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie desperate search
Start Entity:     Desperate Search
Gold Answer:      [['John Cromwell', 'Irving Pichel', 'Edward Buzzell', 'Rudolph Maté', 'Richard Quine', 'Richard Thorpe', 'Irvin Kershner', 'Steve Sekely', 'George Sidney', 'S. Sylvan Simon', 'Jacques Tourneur', 'Charles Crichton', 'Joe Dante', 'Wesley Ruggles', 'Charles Walters', 'Vincente Minnelli', 'John Sturges', 'Don Siegel', 'James Whale', 'Joseph Pevney', 'Richard Brooks', 'Robert Stevenson', 'Burt Kennedy']]
Predicted Ans:    James Whale
Predicted Path:   Desperate Search --[starred_actors]--> Howard Keel --[(INV) starred_actors]--> Show Boat --[directed_by]--> James Whale
Path (Raw):       Desperate Search --[starred_actors]--> Howard Keel --[(INV) starred_actors]--> Show Boat --[directed_by]--> James Whale
Neg LogProb(↓):   1.294526
Path Entropy(↓):  2.339110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by lyle bettger were released in which years
Start Entity:     Lyle Bettger
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Lyle Bettger --[(INV) starred_actors]--> The Sea Chase --[release_year]--> 1955
Path (Raw):       Lyle Bettger --[No Operation]--> Lyle Bettger --[(INV) starred_actors]--> The Sea Chase --[release_year]--> 1955
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in girls will be girls also appears in which movies
Start Entity:     Girls Will Be Girls
Gold Answer:      [['Wrong']]
Predicted Ans:    Girls Will Be Girls
Predicted Path:   Girls Will Be Girls --[starred_actors]--> Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls
Path (Raw):       Girls Will Be Girls --[starred_actors]--> Jeffery Roberson --[No Operation]--> Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls
Neg LogProb(↓):   0.012964
Path Entropy(↓):  0.076875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote in her skin
Start Entity:     In Her Skin
Gold Answer:      [['Simone North']]
Predicted Ans:    Simone North
Predicted Path:   In Her Skin --[written_by]--> Simone North --[(INV) written_by]--> In Her Skin --[written_by]--> Simone North
Path (Raw):       In Her Skin --[written_by]--> Simone North --[(INV) written_by]--> In Her Skin --[written_by]--> Simone North
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of one foot in heaven
Start Entity:     One Foot in Heaven
Gold Answer:      [['Casey Robinson', 'Hartzell Spence']]
Predicted Ans:    Hartzell Spence
Predicted Path:   One Foot in Heaven --[written_by]--> Hartzell Spence --[(INV) written_by]--> One Foot in Heaven --[written_by]--> Hartzell Spence
Path (Raw):       One Foot in Heaven --[written_by]--> Hartzell Spence --[(INV) written_by]--> One Foot in Heaven --[written_by]--> Hartzell Spence
Neg LogProb(↓):   0.097114
Path Entropy(↓):  0.310028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of legend
Start Entity:     Legend
Gold Answer:      [['Idris Elba', 'Cameron Diaz', 'Chiwetel Ejiofor', 'Alison Lohman', 'Oliver Reed', 'Denzel Washington', 'Tom Sizemore', 'Harrison Ford', 'Viggo Mortensen', 'Julianne Moore', 'Anthony Hopkins', 'James Marshall', 'Tom Skerritt', 'Charlize Theron', 'Ken Takakura', 'Wallace Beery', 'Joaquin Phoenix', 'Kate Capshaw', 'Mark Strong', 'Penélope Cruz', 'Josh Brolin', 'Nicolas Cage', 'Veronica Cartwright', 'Demi Moore', 'Ewan McGregor', 'Sam Rockwell', 'Connie Nielsen', 'Michael Douglas', 'Noomi Rapace', 'Tom Berenger', 'Anne Bancroft', 'Sean Young', 'Leonardo DiCaprio', 'Gary Oldman', 'Cate Blanchett', 'Michael Fassbender', 'Albert Finney', 'Josh Hartnett', 'Harry Dean Stanton', 'Russell Crowe', 'Eric Bana', 'Javier Bardem', 'Sigourney Weaver', 'Edward James Olmos', 'Rutger Hauer', 'Mimi Rogers']]
Predicted Ans:    Penélope Cruz
Predicted Path:   Legend --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor --[starred_actors]--> Penélope Cruz
Path (Raw):       Legend --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   1.006615
Path Entropy(↓):  1.622621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the con
Start Entity:     The Con
Gold Answer:      [['Romance', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Con --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[has_genre]--> Horror
Path (Raw):       The Con --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[has_genre]--> Horror
Neg LogProb(↓):   0.451662
Path Entropy(↓):  1.061822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote good - bye, my lady
Start Entity:     Good-bye, My Lady
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Good-bye, My Lady --[written_by]--> James H. Street --[(INV) written_by]--> Nothing Sacred --[release_year]--> 1937
Path (Raw):       Good-bye, My Lady --[written_by]--> James H. Street --[(INV) written_by]--> Nothing Sacred --[release_year]--> 1937
Neg LogProb(↓):   0.010697
Path Entropy(↓):  0.058923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by stone cold actors release
Start Entity:     Stone Cold
Gold Answer:      [['1997']]
Predicted Ans:    1991
Predicted Path:   Stone Cold --[starred_actors]--> Brian Bosworth --[(INV) starred_actors]--> Stone Cold --[release_year]--> 1991
Path (Raw):       Stone Cold --[starred_actors]--> Brian Bosworth --[(INV) starred_actors]--> Stone Cold --[release_year]--> 1991
Neg LogProb(↓):   0.024365
Path Entropy(↓):  0.113484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe the clan of the cave bear
Start Entity:     The Clan of the Cave Bear
Gold Answer:      [['prehistoric']]
Predicted Ans:    football
Predicted Path:   The Clan of the Cave Bear --[directed_by]--> Michael Chapman --[(INV) directed_by]--> All the Right Moves --[has_tags]--> football
Path (Raw):       The Clan of the Cave Bear --[directed_by]--> Michael Chapman --[(INV) directed_by]--> All the Right Moves --[has_tags]--> football
Neg LogProb(↓):   0.066881
Path Entropy(↓):  0.269484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with curly sue fall under
Start Entity:     Curly Sue
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Curly Sue --[starred_actors]--> Kelly Lynch --[(INV) starred_actors]--> Mr. Magoo --[has_genre]--> Comedy
Path (Raw):       Curly Sue --[starred_actors]--> Kelly Lynch --[(INV) starred_actors]--> Mr. Magoo --[has_genre]--> Comedy
Neg LogProb(↓):   0.200298
Path Entropy(↓):  0.596247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the adventure of sherlock holmes'smarter brother also appears in which movies
Start Entity:     The Adventure of Sherlock Holmes' Smarter Brother
Gold Answer:      [['The End', 'Stir Crazy', 'The Godson', 'The Scarecrow', 'Start the Revolution Without Me', 'The Secret of NIMH', "Betsy's Wedding", 'Sextette', 'Mixed Nuts', 'All Dogs Go to Heaven', 'Clue', 'See No Evil, Hear No Evil', 'Young Frankenstein', "The World's Greatest Lover", 'The Frisco Kid', 'The Producers', 'The Woman in Red', 'First Family', 'Funny About Love', 'Hanky Panky', 'The Cannonball Run', 'Fatso', 'A Troll in Central Park', 'The Twelve Chairs', 'Haunted Honeymoon', 'Blazing Saddles', 'Smokey and the Bandit II', 'The Best Little Whorehouse in Texas', 'Another You', 'The Last Remake of Beau Geste', 'Silver Streak', 'High Anxiety', 'Quackser Fortune Has a Cousin in the Bronx', 'Happily Ever After', "What's Up, Doc?"]]
Predicted Ans:    Blazing Saddles
Predicted Path:   The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles
Path (Raw):       The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Gene Wilder --[No Operation]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles
Neg LogProb(↓):   0.757267
Path Entropy(↓):  1.431395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the marrying man
Start Entity:     The Marrying Man
Gold Answer:      [['1970', '2008', '1992', '1993', '2006', '1985', '1984', '1977', '1998', '2009', '1951', '2004', '1982', '1994', '1983', '1995', '1972', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1997', '2005', '1999', '1987', '1986']]
Predicted Ans:    1972
Predicted Path:   The Marrying Man --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       The Marrying Man --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.839065
Path Entropy(↓):  1.951985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of street kings
Start Entity:     Street Kings
Gold Answer:      [['1998', '1988', '1997', '2006', '2002', '2011']]
Predicted Ans:    1997
Predicted Path:   Street Kings --[written_by]--> James Ellroy --[(INV) written_by]--> L.A. Confidential --[release_year]--> 1997
Path (Raw):       Street Kings --[written_by]--> James Ellroy --[(INV) written_by]--> L.A. Confidential --[release_year]--> 1997
Neg LogProb(↓):   0.283295
Path Entropy(↓):  0.750808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by matthew lawrence fall under
Start Entity:     Matthew Lawrence
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Matthew Lawrence --[(INV) starred_actors]--> Pulse --[has_genre]--> Horror
Path (Raw):       Matthew Lawrence --[No Operation]--> Matthew Lawrence --[(INV) starred_actors]--> Pulse --[has_genre]--> Horror
Neg LogProb(↓):   1.098612
Path Entropy(↓):  1.098612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by clouds of sils maria screenwriters
Start Entity:     Clouds of Sils Maria
Gold Answer:      [['Drama', 'Family', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Clouds of Sils Maria --[written_by]--> Olivier Assayas --[(INV) written_by]--> Something in the Air --[has_genre]--> Drama
Path (Raw):       Clouds of Sils Maria --[written_by]--> Olivier Assayas --[(INV) written_by]--> Something in the Air --[has_genre]--> Drama
Neg LogProb(↓):   0.199522
Path Entropy(↓):  0.549905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the time traveler's wife is also the director of which films
Start Entity:     The Time Traveler's Wife
Gold Answer:      [['R.I.P.D.', 'Flightplan']]
Predicted Ans:    R.I.P.D.
Predicted Path:   The Time Traveler's Wife --[directed_by]--> Robert Schwentke --[(INV) directed_by]--> R.I.P.D.
Path (Raw):       The Time Traveler's Wife --[directed_by]--> Robert Schwentke --[(INV) directed_by]--> R.I.P.D. --[No Operation]--> R.I.P.D.
Neg LogProb(↓):   0.018222
Path Entropy(↓):  0.095316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the survivors released
Start Entity:     The Survivors
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   The Survivors --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       The Survivors --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.341097
Path Entropy(↓):  3.597781
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by michio takeyama
Start Entity:     Michio Takeyama
Gold Answer:      [['Kon Ichikawa']]
Predicted Ans:    Kon Ichikawa
Predicted Path:   Michio Takeyama --[(INV) written_by]--> The Burmese Harp --[directed_by]--> Kon Ichikawa
Path (Raw):       Michio Takeyama --[No Operation]--> Michio Takeyama --[(INV) written_by]--> The Burmese Harp --[directed_by]--> Kon Ichikawa
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by christopher paolini released
Start Entity:     Christopher Paolini
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Christopher Paolini --[(INV) written_by]--> Eragon --[release_year]--> 2006
Path (Raw):       Christopher Paolini --[No Operation]--> Christopher Paolini --[(INV) written_by]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film mercy streets was directed by who
Start Entity:     Mercy Streets
Gold Answer:      [['Jon Gunn']]
Predicted Ans:    Jon Gunn
Predicted Path:   Mercy Streets --[directed_by]--> Jon Gunn --[(INV) directed_by]--> Mercy Streets --[directed_by]--> Jon Gunn
Path (Raw):       Mercy Streets --[directed_by]--> Jon Gunn --[(INV) directed_by]--> Mercy Streets --[directed_by]--> Jon Gunn
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the kiss
Start Entity:     The Kiss
Gold Answer:      [['1929']]
Predicted Ans:    1929
Predicted Path:   The Kiss --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Path (Raw):       The Kiss --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Neg LogProb(↓):   2.809965
Path Entropy(↓):  3.008848
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film transsiberian
Start Entity:     Transsiberian
Gold Answer:      [['Brad Anderson']]
Predicted Ans:    Brad Anderson
Predicted Path:   Transsiberian --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Next Stop Wonderland --[directed_by]--> Brad Anderson
Path (Raw):       Transsiberian --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Next Stop Wonderland --[directed_by]--> Brad Anderson
Neg LogProb(↓):   0.208215
Path Entropy(↓):  0.689765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by nat faxon
Start Entity:     Nat Faxon
Gold Answer:      [['Jim Rash']]
Predicted Ans:    Jim Rash
Predicted Path:   Nat Faxon --[(INV) directed_by]--> The Way Way Back --[written_by]--> Jim Rash
Path (Raw):       Nat Faxon --[No Operation]--> Nat Faxon --[(INV) directed_by]--> The Way Way Back --[written_by]--> Jim Rash
Neg LogProb(↓):   0.111175
Path Entropy(↓):  0.420849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did bill moseley star in
Start Entity:     Bill Moseley
Gold Answer:      [['The Texas Chainsaw Massacre 2', "The Devil's Rejects"]]
Predicted Ans:    The Devil's Rejects
Predicted Path:   Bill Moseley --[(INV) starred_actors]--> The Devil's Rejects --[starred_actors]--> Sid Haig --[(INV) starred_actors]--> The Devil's Rejects
Path (Raw):       Bill Moseley --[(INV) starred_actors]--> The Devil's Rejects --[starred_actors]--> Sid Haig --[(INV) starred_actors]--> The Devil's Rejects
Neg LogProb(↓):   0.001615
Path Entropy(↓):  0.013355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in physical evidence
Start Entity:     Physical Evidence
Gold Answer:      [['Burt Reynolds', 'Ned Beatty', 'Theresa Russell']]
Predicted Ans:    Ned Beatty
Predicted Path:   Physical Evidence --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Incredible Shrinking Woman --[starred_actors]--> Ned Beatty
Path (Raw):       Physical Evidence --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Incredible Shrinking Woman --[starred_actors]--> Ned Beatty
Neg LogProb(↓):   0.958510
Path Entropy(↓):  1.655706
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of armand assante acted films
Start Entity:     Armand Assante
Gold Answer:      [['Pinchas Perry', 'Irvin D. Yalom', 'Oscar Hijuelos', 'John Paxton', 'Preston Sturges', 'Barry Levinson', 'David Mamet', 'David Seltzer', 'Mickey Spillane', 'Anthony Hickox', 'Sylvester Stallone', 'Robert Klane', 'Valerie Curtin', 'Nevil Shute', 'Glen Pitre', 'John Wagner', 'Carlos Ezquerra', 'Dalene Young', 'Kimi Peck', 'Heywood Gould', 'Cynthia Cidre', 'Larry Cohen']]
Predicted Ans:    Glen Pitre
Predicted Path:   Armand Assante --[(INV) starred_actors]--> Belizaire the Cajun --[written_by]--> Glen Pitre
Path (Raw):       Armand Assante --[No Operation]--> Armand Assante --[(INV) starred_actors]--> Belizaire the Cajun --[written_by]--> Glen Pitre
Neg LogProb(↓):   0.895663
Path Entropy(↓):  1.853842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie seven beauties were in which languages
Start Entity:     Seven Beauties
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Seven Beauties --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Ciao, Professore! --[in_language]--> Italian
Path (Raw):       Seven Beauties --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Ciao, Professore! --[in_language]--> Italian
Neg LogProb(↓):   0.000447
Path Entropy(↓):  0.004314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in i walk the line
Start Entity:     I Walk the Line
Gold Answer:      [['Gregory Peck', 'Tuesday Weld']]
Predicted Ans:    Tuesday Weld
Predicted Path:   I Walk the Line --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Path (Raw):       I Walk the Line --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Neg LogProb(↓):   0.042891
Path Entropy(↓):  0.240614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of umberto eco written movies
Start Entity:     Umberto Eco
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Umberto Eco --[(INV) written_by]--> The Name of the Rose --[release_year]--> 1986
Path (Raw):       Umberto Eco --[No Operation]--> Umberto Eco --[(INV) written_by]--> The Name of the Rose --[release_year]--> 1986
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie hangover square
Start Entity:     Hangover Square
Gold Answer:      [['2009', '1948', '1944', '1959', '1940', '1938', '1953', '1927']]
Predicted Ans:    1959
Predicted Path:   Hangover Square --[written_by]--> Barré Lyndon --[(INV) written_by]--> The Man Who Could Cheat Death --[release_year]--> 1959
Path (Raw):       Hangover Square --[written_by]--> Barré Lyndon --[(INV) written_by]--> The Man Who Could Cheat Death --[release_year]--> 1959
Neg LogProb(↓):   0.552819
Path Entropy(↓):  1.312503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is children of the revolution
Start Entity:     Children of the Revolution
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Children of the Revolution --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Children of the Revolution --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.437098
Path Entropy(↓):  4.402818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote keoma
Start Entity:     Keoma
Gold Answer:      [['Enzo G. Castellari']]
Predicted Ans:    Enzo G. Castellari
Predicted Path:   Keoma --[written_by]--> Enzo G. Castellari --[(INV) written_by]--> Keoma --[written_by]--> Enzo G. Castellari
Path (Raw):       Keoma --[written_by]--> Enzo G. Castellari --[(INV) written_by]--> Keoma --[written_by]--> Enzo G. Castellari
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the guns of fort petticoat were in which languages
Start Entity:     The Guns of Fort Petticoat
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Guns of Fort Petticoat --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Path (Raw):       The Guns of Fort Petticoat --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   0.000143
Path Entropy(↓):  0.001638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by sam elliott in
Start Entity:     Sam Elliott
Gold Answer:      [['Family', 'Western', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Western
Predicted Path:   Sam Elliott --[(INV) starred_actors]--> The Shadow Riders --[has_genre]--> Western
Path (Raw):       Sam Elliott --[No Operation]--> Sam Elliott --[(INV) starred_actors]--> The Shadow Riders --[has_genre]--> Western
Neg LogProb(↓):   0.019333
Path Entropy(↓):  0.124188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by gregg henry released
Start Entity:     Gregg Henry
Gold Answer:      [['1973', '2006', '1999', '1981', '1984']]
Predicted Ans:    1973
Predicted Path:   Gregg Henry --[(INV) starred_actors]--> Slither --[release_year]--> 1973
Path (Raw):       Gregg Henry --[No Operation]--> Gregg Henry --[(INV) starred_actors]--> Slither --[release_year]--> 1973
Neg LogProb(↓):   0.318897
Path Entropy(↓):  0.935184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film child of god
Start Entity:     Child of God
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Child of God --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Child of God --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.392244
Path Entropy(↓):  4.606794
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by paul schrader
Start Entity:     paul schrader
Gold Answer:      [['Auto Focus', 'Affliction', 'Blue Collar']]
Predicted Ans:    Affliction
Predicted Path:   paul schrader --[(INV) has_tags]--> Auto Focus --[has_tags]--> paul schrader --[(INV) has_tags]--> Affliction
Path (Raw):       paul schrader --[(INV) has_tags]--> Auto Focus --[has_tags]--> paul schrader --[(INV) has_tags]--> Affliction
Neg LogProb(↓):   0.857828
Path Entropy(↓):  0.884389
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film walking tall starred which actors
Start Entity:     Walking Tall
Gold Answer:      [['Joe Don Baker']]
Predicted Ans:    Johnny Knoxville
Predicted Path:   Walking Tall --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[starred_actors]--> Johnny Knoxville
Path (Raw):       Walking Tall --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[starred_actors]--> Johnny Knoxville
Neg LogProb(↓):   0.004397
Path Entropy(↓):  0.033705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by miha baloh
Start Entity:     Miha Baloh
Gold Answer:      [['Dominik Smole']]
Predicted Ans:    Dominik Smole
Predicted Path:   Miha Baloh --[(INV) starred_actors]--> Dancing in the Rain --[written_by]--> Dominik Smole
Path (Raw):       Miha Baloh --[No Operation]--> Miha Baloh --[(INV) starred_actors]--> Dancing in the Rain --[written_by]--> Dominik Smole
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by bruce joel rubin
Start Entity:     Bruce Joel Rubin
Gold Answer:      [['Jerry Zucker', 'Mimi Leder', 'Wes Craven', 'Adrian Lyne']]
Predicted Ans:    Bruce Joel Rubin
Predicted Path:   Bruce Joel Rubin --[(INV) directed_by]--> My Life --[directed_by]--> Bruce Joel Rubin
Path (Raw):       Bruce Joel Rubin --[No Operation]--> Bruce Joel Rubin --[(INV) directed_by]--> My Life --[directed_by]--> Bruce Joel Rubin
Neg LogProb(↓):   0.005459
Path Entropy(↓):  0.039357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by julian sands were written by who
Start Entity:     Julian Sands
Gold Answer:      [['Bruce Robinson', 'Oakley Hall', 'Gordon Chan', 'Michael Andrews', 'Lord Byron', 'Percy Bysshe Shelley', 'David Twohy', 'Robert Alan Aurthur', 'Jennifer Chambers Lynch']]
Predicted Ans:    Gordon Chan
Predicted Path:   Julian Sands --[(INV) starred_actors]--> The Medallion --[written_by]--> Gordon Chan
Path (Raw):       Julian Sands --[No Operation]--> Julian Sands --[(INV) starred_actors]--> The Medallion --[written_by]--> Gordon Chan
Neg LogProb(↓):   0.361434
Path Entropy(↓):  0.669977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote alpha dog
Start Entity:     Alpha Dog
Gold Answer:      [['2001', '1996', '2009']]
Predicted Ans:    1996
Predicted Path:   Alpha Dog --[written_by]--> Nick Cassavetes --[(INV) written_by]--> Unhook the Stars --[release_year]--> 1996
Path (Raw):       Alpha Dog --[written_by]--> Nick Cassavetes --[(INV) written_by]--> Unhook the Stars --[release_year]--> 1996
Neg LogProb(↓):   0.140784
Path Entropy(↓):  0.473114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of one false move also wrote movies
Start Entity:     One False Move
Gold Answer:      [["Jayne Mansfield's Car", 'Some Folks Call It a Sling Blade', 'The Gift', 'Sling Blade', 'Daddy and Them', 'A Family Thing']]
Predicted Ans:    Daddy and Them
Predicted Path:   One False Move --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Daddy and Them
Path (Raw):       One False Move --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Daddy and Them --[No Operation]--> Daddy and Them
Neg LogProb(↓):   0.519984
Path Entropy(↓):  1.116754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by peter billingsley
Start Entity:     Peter Billingsley
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Peter Billingsley --[(INV) starred_actors]--> The Dirt Bike Kid --[release_year]--> 1985
Path (Raw):       Peter Billingsley --[No Operation]--> Peter Billingsley --[(INV) starred_actors]--> The Dirt Bike Kid --[release_year]--> 1985
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in angel baby
Start Entity:     Angel Baby
Gold Answer:      [['Jacqueline McKenzie', 'John Lynch', 'Colin Friels']]
Predicted Ans:    John Lynch
Predicted Path:   Angel Baby --[starred_actors]--> John Lynch --[(INV) starred_actors]--> Sliding Doors --[starred_actors]--> John Lynch
Path (Raw):       Angel Baby --[starred_actors]--> John Lynch --[(INV) starred_actors]--> Sliding Doors --[starred_actors]--> John Lynch
Neg LogProb(↓):   0.003274
Path Entropy(↓):  0.022833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the marriage of maria braun
Start Entity:     The Marriage of Maria Braun
Gold Answer:      [['The American Soldier', 'Beware of a Holy Whore', 'Why Does Herr R. Run Amok?', 'Martha', "Satan's Brew", 'Veronika Voss', 'Katzelmacher', 'Querelle', 'Lola', 'Whity', 'The Merchant of Four Seasons', 'Despair', 'Chinese Roulette', 'Effi Briest', 'The Bitter Tears of Petra von Kant', 'World on a Wire', 'Gods of the Plague', 'Fox and His Friends', 'Lili Marleen']]
Predicted Ans:    Beware of a Holy Whore
Predicted Path:   The Marriage of Maria Braun --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore
Path (Raw):       The Marriage of Maria Braun --[No Operation]--> The Marriage of Maria Braun --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore
Neg LogProb(↓):   1.326090
Path Entropy(↓):  2.294163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to julius caesar
Start Entity:     Julius Caesar
Gold Answer:      [['greer garson', 'deborah kerr', 'james mason', 'bd-r', 'john gielgud', 'marlon brando', 'joseph l. mankiewicz', 'shakespeare']]
Predicted Ans:    joseph l. mankiewicz
Predicted Path:   Julius Caesar --[has_tags]--> joseph l. mankiewicz --[(INV) has_tags]--> The Barefoot Contessa --[has_tags]--> joseph l. mankiewicz
Path (Raw):       Julius Caesar --[has_tags]--> joseph l. mankiewicz --[(INV) has_tags]--> The Barefoot Contessa --[has_tags]--> joseph l. mankiewicz
Neg LogProb(↓):   1.052173
Path Entropy(↓):  1.279780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by wolfgang murnberger in
Start Entity:     Wolfgang Murnberger
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Wolfgang Murnberger --[(INV) written_by]--> The Bone Man --[in_language]--> German
Path (Raw):       Wolfgang Murnberger --[No Operation]--> Wolfgang Murnberger --[(INV) written_by]--> The Bone Man --[in_language]--> German
Neg LogProb(↓):   0.155092
Path Entropy(↓):  0.411587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by frank burt
Start Entity:     Frank Burt
Gold Answer:      [['Donald Crisp', 'Arthur Kennedy', 'James Stewart', "Cathy O'Donnell"]]
Predicted Ans:    Arthur Kennedy
Predicted Path:   Frank Burt --[(INV) written_by]--> The Man from Laramie --[starred_actors]--> Arthur Kennedy
Path (Raw):       Frank Burt --[No Operation]--> Frank Burt --[(INV) written_by]--> The Man from Laramie --[starred_actors]--> Arthur Kennedy
Neg LogProb(↓):   0.249476
Path Entropy(↓):  0.573108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of adam faith acted films
Start Entity:     Adam Faith
Gold Answer:      [['Matthew Vaughn', 'Neil Gaiman']]
Predicted Ans:    Neil Gaiman
Predicted Path:   Adam Faith --[(INV) starred_actors]--> Stardust --[written_by]--> Neil Gaiman
Path (Raw):       Adam Faith --[No Operation]--> Adam Faith --[(INV) starred_actors]--> Stardust --[written_by]--> Neil Gaiman
Neg LogProb(↓):   0.107885
Path Entropy(↓):  0.330040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of before the fall also wrote which films
Start Entity:     Before the Fall
Gold Answer:      [['The Wave', 'We Are the Night', 'The Fourth State']]
Predicted Ans:    The Wave
Predicted Path:   Before the Fall --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave
Path (Raw):       Before the Fall --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[No Operation]--> The Wave
Neg LogProb(↓):   0.221802
Path Entropy(↓):  0.545545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of 1969 starred who
Start Entity:     1969
Gold Answer:      [['Katharine Hepburn', 'Doug McKeon', 'Jane Fonda', 'Henry Fonda']]
Predicted Ans:    Ernest Thompson
Predicted Path:   1969 --[written_by]--> Ernest Thompson --[(INV) written_by]--> Sweet Hearts Dance --[written_by]--> Ernest Thompson
Path (Raw):       1969 --[written_by]--> Ernest Thompson --[(INV) written_by]--> Sweet Hearts Dance --[written_by]--> Ernest Thompson
Neg LogProb(↓):   0.090194
Path Entropy(↓):  0.302393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by fred walton
Start Entity:     Fred Walton
Gold Answer:      [['Carol Kane']]
Predicted Ans:    Carol Kane
Predicted Path:   Fred Walton --[(INV) written_by]--> When a Stranger Calls --[starred_actors]--> Carol Kane
Path (Raw):       Fred Walton --[No Operation]--> Fred Walton --[(INV) written_by]--> When a Stranger Calls --[starred_actors]--> Carol Kane
Neg LogProb(↓):   0.706317
Path Entropy(↓):  0.753831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of meet the browns starred who
Start Entity:     Meet the Browns
Gold Answer:      [['Zulay Henao', 'Idris Elba', 'Cassi Davis', 'Nia Long', 'Janet Jackson', 'Tyler Perry', 'Thandie Newton', 'Gabrielle Union', 'Kimberly Elise', 'Amy Smart', 'Sharon Leal', 'Loretta Devine', 'Malik Yoba']]
Predicted Ans:    Tyler Perry
Predicted Path:   Meet the Browns --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Path (Raw):       Meet the Browns --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Neg LogProb(↓):   0.204090
Path Entropy(↓):  0.781474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of equinox
Start Entity:     Equinox
Gold Answer:      [['Trouble in Mind', 'Trixie', 'The Moderns', 'Welcome to L.A.', 'Breakfast of Champions', 'Remember My Name', 'Love at Large', 'Roadie', 'Choose Me', 'Mrs. Parker and the Vicious Circle', 'Endangered Species', 'Afterglow']]
Predicted Ans:    Welcome to L.A.
Predicted Path:   Equinox --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A.
Path (Raw):       Equinox --[No Operation]--> Equinox --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A.
Neg LogProb(↓):   0.296186
Path Entropy(↓):  1.153853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film hours were released in which years
Start Entity:     Hours
Gold Answer:      [['1998', '1980', '2000', '2001', '2008', '2011', '2003', '2005', '2004', '2006', '1994', '2014', '1986', '1955', '2013', '2007']]
Predicted Ans:    2001
Predicted Path:   Hours --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Fast and the Furious --[release_year]--> 2001
Path (Raw):       Hours --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Fast and the Furious --[release_year]--> 2001
Neg LogProb(↓):   0.883591
Path Entropy(↓):  1.632354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of don taylor directed movies
Start Entity:     Don Taylor
Gold Answer:      [['Ron Hutchinson', 'Richard Stanley', 'Paul Dehn', 'H.G. Wells', 'Dario Argento']]
Predicted Ans:    Ron Hutchinson
Predicted Path:   Don Taylor --[(INV) directed_by]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       Don Taylor --[No Operation]--> Don Taylor --[(INV) directed_by]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   0.373769
Path Entropy(↓):  1.094558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the five man army
Start Entity:     The Five Man Army
Gold Answer:      [['Drama', 'Horror', 'Western', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The Five Man Army --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Path (Raw):       The Five Man Army --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.344482
Path Entropy(↓):  1.036386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the odd couple ii are written by who
Start Entity:     The Odd Couple II
Gold Answer:      [['Murray Schisgal', 'Elaine May', 'Bill C. Davis', 'Robert Nelson Jacobs', 'William Wharton', 'Herb Gardner', 'Raymond Carver', 'Frank Barhydt', 'David Mamet', 'James Fritzell', 'Jack Ritchie', 'Truman Capote', 'William R. Lipman', 'Robert E. Lee', 'Norman Katkov', 'Max Wilk', 'Bill Lancaster', 'Mark Steven Johnson', 'Ben Hecht', 'Charles MacArthur', 'Frank Harris', 'Julius J. Epstein', 'Jerome Chodorov', 'Ruth McKenney', 'Nelson Gidding', 'Sam Hellman', 'Alexandre Breffort', 'Abe Burrows', 'Billy Wilder', 'Nedrick Young', 'Bryan Forbes', 'I.A.L. Diamond', 'Walter Bernstein', 'Harold Robbins', 'Mike Gray', 'Harvey Miller', 'Max Catto', 'Thomas Rickman', 'Mitch Albom', 'Thomas Heggen', 'Marc Behm', 'John Hughes', 'James Bridges', 'Edward Abbey', 'Brian Garfield', 'Larry Gelbart', 'John Paxton', 'Neil Simon', 'Robert Altman', 'Charles Lederer', 'Damon Runyon', 'Gary David Goldberg', 'Hank Ketcham', 'George Axelrod', 'Francis Veber', 'Nicholas E. Baehr', 'Steve Shagan', 'Garson Kanin', 'Jack Finney', 'Weldon Hill', 'Gilles Mimouni', 'Ernest Lehman', 'Richard Quine', 'Blake Edwards', 'Jed Harris', 'Arthur Carter', 'Gladys Lehman', 'Budd Schulberg', 'Everett Greenbaum', 'John Godey', 'Stirling Silliphant', 'Peter De Vries', 'Harold Jacob Smith', 'Jerome Lawrence', 'Arthur A. Ross', 'Peter Stone', 'Joshua Logan', 'Howard Fast', 'Dalton Trumbo', 'Pierre Barillet', 'Bartlett Cormack', 'David Swift']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Odd Couple II --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Buddy Buddy --[written_by]--> Billy Wilder
Path (Raw):       The Odd Couple II --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Buddy Buddy --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.816240
Path Entropy(↓):  1.972669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the red lights director release
Start Entity:     Red Lights
Gold Answer:      [['2001', '2010']]
Predicted Ans:    2012
Predicted Path:   Red Lights --[directed_by]--> Cédric Kahn --[(INV) directed_by]--> Red Lights --[release_year]--> 2012
Path (Raw):       Red Lights --[directed_by]--> Cédric Kahn --[(INV) directed_by]--> Red Lights --[release_year]--> 2012
Neg LogProb(↓):   0.667306
Path Entropy(↓):  0.973296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by moacyr goes in
Start Entity:     Moacyr Góes
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Moacyr Góes --[(INV) written_by]--> O Homem Que Desafiou o Diabo --[has_genre]--> Comedy
Path (Raw):       Moacyr Góes --[No Operation]--> Moacyr Góes --[(INV) written_by]--> O Homem Que Desafiou o Diabo --[has_genre]--> Comedy
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.000972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of nora aunor starred movies
Start Entity:     Nora Aunor
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Nora Aunor --[(INV) starred_actors]--> Thy Womb --[release_year]--> 2012
Path (Raw):       Nora Aunor --[No Operation]--> Nora Aunor --[(INV) starred_actors]--> Thy Womb --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was deadbolt directed by
Start Entity:     Deadbolt
Gold Answer:      [['Douglas Jackson']]
Predicted Ans:    Douglas Jackson
Predicted Path:   Deadbolt --[directed_by]--> Douglas Jackson --[(INV) directed_by]--> Deadbolt --[directed_by]--> Douglas Jackson
Path (Raw):       Deadbolt --[directed_by]--> Douglas Jackson --[(INV) directed_by]--> Deadbolt --[directed_by]--> Douglas Jackson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of safety not guaranteed was who
Start Entity:     Safety Not Guaranteed
Gold Answer:      [['Colin Trevorrow']]
Predicted Ans:    Colin Trevorrow
Predicted Path:   Safety Not Guaranteed --[directed_by]--> Colin Trevorrow --[(INV) directed_by]--> Safety Not Guaranteed --[directed_by]--> Colin Trevorrow
Path (Raw):       Safety Not Guaranteed --[directed_by]--> Colin Trevorrow --[(INV) directed_by]--> Safety Not Guaranteed --[directed_by]--> Colin Trevorrow
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film all the boys love mandy lane
Start Entity:     All the Boys Love Mandy Lane
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   All the Boys Love Mandy Lane --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       All the Boys Love Mandy Lane --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.835738
Path Entropy(↓):  4.240389
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of monsters vs. aliens
Start Entity:     Monsters vs. Aliens
Gold Answer:      [['Water for Elephants', 'Rendition', 'The Interview', "Let's Go to Prison", 'Pleasantville', 'The Green Hornet', 'Wild', 'Arthur Christmas', 'Neighbors', "Peter's Friends", 'Stuart Little', 'Mansome', 'Kung Fu Panda Holiday', 'Election', 'Four Christmases', 'A Far Off Place', 'This Is the End', 'Pineapple Express', 'Funny People', 'The Man in the Moon', 'The Brothers Solomon', 'Teenage Mutant Ninja Turtles', 'The Oranges', 'Maybe Baby', 'The Waiting Game', 'S.F.W.', 'Fear', "Devil's Knot", 'Walk the Line', 'The Lego Movie', 'Twilight', 'Street Kings', 'Mr. Pip', 'Mud', 'Legally Blonde', 'Overnight Delivery', 'The Nut Job', 'This Means War', 'Zack and Miri Make a Porno', 'Take This Waltz', '50/50', 'Stuart Little 2', 'Knocked Up', 'Observe and Report', 'How Do You Know', 'Cruel Intentions', 'The Guilt Trip', 'Sweet Home Alabama', 'Freeway', 'The Good Lie']]
Predicted Ans:    Election
Predicted Path:   Monsters vs. Aliens --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election
Path (Raw):       Monsters vs. Aliens --[starred_actors]--> Reese Witherspoon --[No Operation]--> Reese Witherspoon --[(INV) starred_actors]--> Election
Neg LogProb(↓):   0.143093
Path Entropy(↓):  0.602333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in ponterosa
Start Entity:     Ponterosa
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Ponterosa --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Path (Raw):       Ponterosa --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Neg LogProb(↓):   0.779262
Path Entropy(↓):  1.651356
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by robin weigert
Start Entity:     Robin Weigert
Gold Answer:      [['Stacie Passon']]
Predicted Ans:    Stacie Passon
Predicted Path:   Robin Weigert --[(INV) starred_actors]--> Concussion --[directed_by]--> Stacie Passon
Path (Raw):       Robin Weigert --[No Operation]--> Robin Weigert --[(INV) starred_actors]--> Concussion --[directed_by]--> Stacie Passon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by liz tuccillo were directed by who
Start Entity:     Liz Tuccillo
Gold Answer:      [['Ken Kwapis']]
Predicted Ans:    Ken Kwapis
Predicted Path:   Liz Tuccillo --[(INV) written_by]--> He's Just Not That Into You --[directed_by]--> Ken Kwapis
Path (Raw):       Liz Tuccillo --[No Operation]--> Liz Tuccillo --[(INV) written_by]--> He's Just Not That Into You --[directed_by]--> Ken Kwapis
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by loren avedon
Start Entity:     Loren Avedon
Gold Answer:      [['Corey Yuen']]
Predicted Ans:    Corey Yuen
Predicted Path:   Loren Avedon --[(INV) starred_actors]--> No Retreat, No Surrender 2 --[directed_by]--> Corey Yuen
Path (Raw):       Loren Avedon --[No Operation]--> Loren Avedon --[(INV) starred_actors]--> No Retreat, No Surrender 2 --[directed_by]--> Corey Yuen
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of salo, or the 120 days of sodom
Start Entity:     Salò, or the 120 Days of Sodom
Gold Answer:      [['Drama', 'Documentary', 'Adventure', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Salò, or the 120 Days of Sodom --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Accattone --[has_genre]--> Drama
Path (Raw):       Salò, or the 120 Days of Sodom --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Accattone --[has_genre]--> Drama
Neg LogProb(↓):   0.649695
Path Entropy(↓):  1.417243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter mimsy farmer co - wrote movies with who
Start Entity:     Mimsy Farmer
Gold Answer:      [['Barbet Schroeder']]
Predicted Ans:    Mimsy Farmer
Predicted Path:   Mimsy Farmer --[(INV) written_by]--> More --[written_by]--> Mimsy Farmer
Path (Raw):       Mimsy Farmer --[No Operation]--> Mimsy Farmer --[(INV) written_by]--> More --[written_by]--> Mimsy Farmer
Neg LogProb(↓):   0.445147
Path Entropy(↓):  0.652997
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of the magic christian
Start Entity:     The Magic Christian
Gold Answer:      [['Terry Jones', 'Robert Young', 'Fred Schepisi', 'Tony Richardson', 'Terry Gilliam', 'Charles Crichton', 'Norman Jewison', 'John Cleese', 'Dennis Hopper', 'Christian Marquand', 'Neil Armfield']]
Predicted Ans:    Joseph McGrath
Predicted Path:   The Magic Christian --[written_by]--> Terry Southern --[(INV) written_by]--> The Magic Christian --[directed_by]--> Joseph McGrath
Path (Raw):       The Magic Christian --[written_by]--> Terry Southern --[(INV) written_by]--> The Magic Christian --[directed_by]--> Joseph McGrath
Neg LogProb(↓):   0.110929
Path Entropy(↓):  0.418347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films directed by liliana cavani
Start Entity:     Liliana Cavani
Gold Answer:      [['Patricia Highsmith']]
Predicted Ans:    Patricia Highsmith
Predicted Path:   Liliana Cavani --[(INV) directed_by]--> Ripley's Game --[written_by]--> Patricia Highsmith
Path (Raw):       Liliana Cavani --[No Operation]--> Liliana Cavani --[(INV) directed_by]--> Ripley's Game --[written_by]--> Patricia Highsmith
Neg LogProb(↓):   0.115945
Path Entropy(↓):  0.439485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did giuseppe de santis write
Start Entity:     Giuseppe De Santis
Gold Answer:      [['Bitter Rice']]
Predicted Ans:    Bitter Rice
Predicted Path:   Giuseppe De Santis --[(INV) written_by]--> Bitter Rice --[written_by]--> Giuseppe De Santis --[(INV) written_by]--> Bitter Rice
Path (Raw):       Giuseppe De Santis --[(INV) written_by]--> Bitter Rice --[written_by]--> Giuseppe De Santis --[(INV) written_by]--> Bitter Rice
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of blue sky
Start Entity:     Blue Sky
Gold Answer:      [['Richard Attenborough', 'Edith Evans', 'Anthony Hopkins', 'Jack Nicholson', 'Glenn Close', 'Mark McManus', 'Harvey Keitel', 'Mick Jagger', 'Nicol Williamson', 'Jeanne Moreau', 'Jonathan Winters', 'Alan Bates', 'Diana Ross', 'Michael Redgrave', 'Sam Shepard', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'David Tennant', 'Rob Lowe', 'Olivia de Havilland', 'Errol Flynn', 'Warren Oates', 'Diane Venora', 'Patrick Stewart', 'Mary Ure', 'Heath Ledger', 'Paul Scofield', 'Laurence Olivier', 'Robert Morse', 'Claire Bloom', 'Kyle MacLachlan', 'Marianne Faithfull', 'Richard Burton', 'Valerie Perrine', 'Tom Courtenay', 'Beau Bridges', 'Jodie Foster', 'Mel Gibson', 'Judy Parfitt', 'Anjanette Comer']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Blue Sky --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Blue Sky --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   1.100311
Path Entropy(↓):  2.238262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by grace lee
Start Entity:     Grace Lee
Gold Answer:      [['Rebecca Sonnenshine']]
Predicted Ans:    Rebecca Sonnenshine
Predicted Path:   Grace Lee --[(INV) directed_by]--> American Zombie --[written_by]--> Rebecca Sonnenshine
Path (Raw):       Grace Lee --[No Operation]--> Grace Lee --[(INV) directed_by]--> American Zombie --[written_by]--> Rebecca Sonnenshine
Neg LogProb(↓):   0.032805
Path Entropy(↓):  0.164664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by karoly makk
Start Entity:     Károly Makk
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Károly Makk --[(INV) directed_by]--> Love --[has_genre]--> Drama
Path (Raw):       Károly Makk --[No Operation]--> Károly Makk --[(INV) directed_by]--> Love --[has_genre]--> Drama
Neg LogProb(↓):   0.694051
Path Entropy(↓):  0.700382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with alexander skarsgard
Start Entity:     Alexander Skarsgård
Gold Answer:      [['Charlotte Gainsbourg', 'Brenton Thwaites', 'Kristen Wiig', 'Julianne Moore', 'Kirsten Dunst', 'Rihanna', 'Christopher Meloni', 'Fares Fares', 'Brooklyn Decker', 'Joanna Vanderham', 'Meryl Streep', 'Brit Marling', 'Ellen Page', 'Taylor Kitsch', 'Clark Gregg', 'Jeff Bridges', 'Steve Coogan', 'Gustaf Skarsgård', 'Andreas Wilson', 'Bel Powley']]
Predicted Ans:    Alexander Skarsgård
Predicted Path:   Alexander Skarsgård --[(INV) starred_actors]--> Trust Me --[starred_actors]--> Alexander Skarsgård
Path (Raw):       Alexander Skarsgård --[No Operation]--> Alexander Skarsgård --[(INV) starred_actors]--> Trust Me --[starred_actors]--> Alexander Skarsgård
Neg LogProb(↓):   0.383657
Path Entropy(↓):  0.941335
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did robert webber act in
Start Entity:     Robert Webber
Gold Answer:      [['10', '$']]
Predicted Ans:    Kaleidoscope
Predicted Path:   Robert Webber --[(INV) starred_actors]--> $ --[starred_actors]--> Warren Beatty --[(INV) starred_actors]--> Kaleidoscope
Path (Raw):       Robert Webber --[(INV) starred_actors]--> $ --[starred_actors]--> Warren Beatty --[(INV) starred_actors]--> Kaleidoscope
Neg LogProb(↓):   0.239397
Path Entropy(↓):  0.904480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film after dark, my sweet released
Start Entity:     After Dark, My Sweet
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   After Dark, My Sweet --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       After Dark, My Sweet --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   3.169510
Path Entropy(↓):  4.555452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in karin dor acted films
Start Entity:     Karin Dor
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    French
Predicted Path:   Karin Dor --[(INV) starred_actors]--> Topaz --[in_language]--> French
Path (Raw):       Karin Dor --[No Operation]--> Karin Dor --[(INV) starred_actors]--> Topaz --[in_language]--> French
Neg LogProb(↓):   0.001826
Path Entropy(↓):  0.013328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was kyle schickner the director for
Start Entity:     Kyle Schickner
Gold Answer:      [['Steam']]
Predicted Ans:    Steam
Predicted Path:   Kyle Schickner --[(INV) directed_by]--> Steam --[directed_by]--> Kyle Schickner --[(INV) directed_by]--> Steam
Path (Raw):       Kyle Schickner --[(INV) directed_by]--> Steam --[directed_by]--> Kyle Schickner --[(INV) directed_by]--> Steam
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed birdy
Start Entity:     Birdy
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Birdy --[directed_by]--> Alan Parker --[(INV) directed_by]--> Come See the Paradise --[has_genre]--> Drama
Path (Raw):       Birdy --[directed_by]--> Alan Parker --[(INV) directed_by]--> Come See the Paradise --[has_genre]--> Drama
Neg LogProb(↓):   0.025650
Path Entropy(↓):  0.148644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of susan george starred movies
Start Entity:     Susan George
Gold Answer:      [['1976', '1975', '1971', '1981', '1961', '2011']]
Predicted Ans:    1971
Predicted Path:   Susan George --[(INV) starred_actors]--> Straw Dogs --[release_year]--> 1971
Path (Raw):       Susan George --[No Operation]--> Susan George --[(INV) starred_actors]--> Straw Dogs --[release_year]--> 1971
Neg LogProb(↓):   0.620799
Path Entropy(↓):  1.119565
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with michael jai white
Start Entity:     Michael Jai White
Gold Answer:      [['Byron Minns', 'Scott Sanders']]
Predicted Ans:    Scott Sanders
Predicted Path:   Michael Jai White --[(INV) written_by]--> Black Dynamite --[written_by]--> Scott Sanders
Path (Raw):       Michael Jai White --[No Operation]--> Michael Jai White --[(INV) written_by]--> Black Dynamite --[written_by]--> Scott Sanders
Neg LogProb(↓):   0.063949
Path Entropy(↓):  0.234822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in olivier dahan directed films
Start Entity:     Olivier Dahan
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[in_language]--> French
Path (Raw):       Olivier Dahan --[No Operation]--> Olivier Dahan --[(INV) directed_by]--> La Vie en Rose --[in_language]--> French
Neg LogProb(↓):   0.008590
Path Entropy(↓):  0.049245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by alex in wonderland screenwriters
Start Entity:     Alex in Wonderland
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Alex in Wonderland --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       Alex in Wonderland --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.000068
Path Entropy(↓):  0.000800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by walter newman released
Start Entity:     Walter Newman
Gold Answer:      [['1955', '1965']]
Predicted Ans:    1965
Predicted Path:   Walter Newman --[(INV) written_by]--> Cat Ballou --[release_year]--> 1965
Path (Raw):       Walter Newman --[No Operation]--> Walter Newman --[(INV) written_by]--> Cat Ballou --[release_year]--> 1965
Neg LogProb(↓):   0.087742
Path Entropy(↓):  0.293957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of captain eo
Start Entity:     Captain EO
Gold Answer:      [['Gardens of Stone', 'Dementia 13', "You're a Big Boy Now", 'The Godfather', 'Twixt', 'New York Stories', 'Supernova', 'Peggy Sue Got Married', 'Apocalypse Now', 'The Rain People', 'Rumble Fish', 'The Rainmaker', 'Tetro', 'Jack', 'Youth Without Youth', "Finian's Rainbow", 'One from the Heart', 'The Conversation', 'The Cotton Club', 'The Outsiders']]
Predicted Ans:    New York Stories
Predicted Path:   Captain EO --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories
Path (Raw):       Captain EO --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[No Operation]--> New York Stories
Neg LogProb(↓):   0.834347
Path Entropy(↓):  1.744256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the last frontier
Start Entity:     The Last Frontier
Gold Answer:      [['Sam Hellman', 'Samuel G. Engel', 'Jack Finney', 'Philip Dunne', 'Albert Maltz', 'Harold Lamb', 'Robert Carson', 'Blake Edwards', 'James Agee', 'Tad Mosel', 'George Froeschel', 'Charles Lederer', 'Eleazar Lipsky', 'Meredith Willson', 'Winston Miller', 'Luke Short', 'Dwight Taylor', 'John Colton', 'Steve Fisher', 'Joe Eszterhas', 'Frank Butler', 'Everett Freeman', 'Gina Kaus', 'Sally Robinson', 'Franklin Lacey', 'Fredric M. Frank', 'Ben Hecht', 'Josef von Sternberg', 'Vladimir Jabotinsky', 'Ronald Millar', 'Lloyd C. Douglas']]
Predicted Ans:    Philip Dunne
Predicted Path:   The Last Frontier --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Path (Raw):       The Last Frontier --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.846222
Path Entropy(↓):  1.480935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did bartosz gelner star in
Start Entity:     Bartosz Gelner
Gold Answer:      [['Floating Skyscrapers']]
Predicted Ans:    Floating Skyscrapers
Predicted Path:   Bartosz Gelner --[(INV) starred_actors]--> Floating Skyscrapers --[starred_actors]--> Mateusz Banasiuk --[(INV) starred_actors]--> Floating Skyscrapers
Path (Raw):       Bartosz Gelner --[(INV) starred_actors]--> Floating Skyscrapers --[starred_actors]--> Mateusz Banasiuk --[(INV) starred_actors]--> Floating Skyscrapers
Neg LogProb(↓):   0.471067
Path Entropy(↓):  0.778455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the spanish main was directed by who
Start Entity:     The Spanish Main
Gold Answer:      [['Frank Borzage']]
Predicted Ans:    Frank Borzage
Predicted Path:   The Spanish Main --[directed_by]--> Frank Borzage --[(INV) directed_by]--> The Mortal Storm --[directed_by]--> Frank Borzage
Path (Raw):       The Spanish Main --[directed_by]--> Frank Borzage --[(INV) directed_by]--> The Mortal Storm --[directed_by]--> Frank Borzage
Neg LogProb(↓):   1.129322
Path Entropy(↓):  1.521713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the they shoot horses, don't they? director
Start Entity:     They Shoot Horses, Don't They?
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   They Shoot Horses, Don't They? --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Out of Africa --[has_genre]--> Drama
Path (Raw):       They Shoot Horses, Don't They? --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Out of Africa --[has_genre]--> Drama
Neg LogProb(↓):   1.194041
Path Entropy(↓):  1.020723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of history is made at night
Start Entity:     History Is Made at Night
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   History Is Made at Night --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       History Is Made at Night --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.854661
Path Entropy(↓):  4.820850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the four seasons director
Start Entity:     The Four Seasons
Gold Answer:      [['Alan Alda']]
Predicted Ans:    Alan Alda
Predicted Path:   The Four Seasons --[directed_by]--> Alan Alda --[(INV) directed_by]--> Betsy's Wedding --[written_by]--> Alan Alda
Path (Raw):       The Four Seasons --[directed_by]--> Alan Alda --[(INV) directed_by]--> Betsy's Wedding --[written_by]--> Alan Alda
Neg LogProb(↓):   0.292439
Path Entropy(↓):  0.714376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed severance
Start Entity:     Severance
Gold Answer:      [['Sean Bean', 'Simon Yam', 'Louis Koo', 'Melissa George', 'Eddie Redmayne', 'Michael Dorman']]
Predicted Ans:    Simon Yam
Predicted Path:   Severance --[directed_by]--> Christopher Smith --[(INV) directed_by]--> Triangle --[starred_actors]--> Simon Yam
Path (Raw):       Severance --[directed_by]--> Christopher Smith --[(INV) directed_by]--> Triangle --[starred_actors]--> Simon Yam
Neg LogProb(↓):   0.272876
Path Entropy(↓):  0.696733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in boogie woogie
Start Entity:     Boogie Woogie
Gold Answer:      [['Alan Cumming', 'Danny Huston', 'Heather Graham', 'Gillian Anderson']]
Predicted Ans:    Gillian Anderson
Predicted Path:   Boogie Woogie --[starred_actors]--> Gillian Anderson --[(INV) starred_actors]--> The House of Mirth --[starred_actors]--> Gillian Anderson
Path (Raw):       Boogie Woogie --[starred_actors]--> Gillian Anderson --[(INV) starred_actors]--> The House of Mirth --[starred_actors]--> Gillian Anderson
Neg LogProb(↓):   0.210629
Path Entropy(↓):  0.508175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of forbidden city cop
Start Entity:     Forbidden City Cop
Gold Answer:      [['Vincent Kok', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   Forbidden City Cop --[written_by]--> Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[directed_by]--> Stephen Chow
Path (Raw):       Forbidden City Cop --[written_by]--> Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[directed_by]--> Stephen Chow
Neg LogProb(↓):   0.502176
Path Entropy(↓):  1.216192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by dick richards in
Start Entity:     Dick Richards
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Dick Richards --[(INV) written_by]--> March or Die --[has_genre]--> War
Path (Raw):       Dick Richards --[No Operation]--> Dick Richards --[(INV) written_by]--> March or Die --[has_genre]--> War
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by philipp karner were in which genres
Start Entity:     Philipp Karner
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Philipp Karner --[(INV) starred_actors]--> Kiss the Bride --[has_genre]--> Comedy
Path (Raw):       Philipp Karner --[No Operation]--> Philipp Karner --[(INV) starred_actors]--> Kiss the Bride --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie heathers
Start Entity:     Heathers
Gold Answer:      [['Bruce Willis', 'Michael Lehmann', 'Rich Wilkes', 'Karey Kirkpatrick', 'Chris Poche', 'Rob Perez', 'Billy Crystal']]
Predicted Ans:    Rich Wilkes
Predicted Path:   Heathers --[directed_by]--> Michael Lehmann --[(INV) directed_by]--> Airheads --[written_by]--> Rich Wilkes
Path (Raw):       Heathers --[directed_by]--> Michael Lehmann --[(INV) directed_by]--> Airheads --[written_by]--> Rich Wilkes
Neg LogProb(↓):   0.187911
Path Entropy(↓):  0.611217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the wind starred who
Start Entity:     The Wind
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'George F. Marion', 'Dorothy Jordan', 'Robert Montgomery', 'Ricky Schroder', 'Marjorie Rambeau', 'Faye Dunaway', 'Chester Morris', 'Wallace Beery', 'Lewis Stone', 'Jackie Cooper', 'Elizabeth Allan', 'Lionel Barrymore', 'John Barrymore', 'Jon Voight', 'Robert Taylor', 'James Franco', 'Jean Harlow', 'Sienna Miller', 'Spencer Tracy', 'Charles Bickford']]
Predicted Ans:    Wallace Beery
Predicted Path:   The Wind --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[starred_actors]--> Wallace Beery
Path (Raw):       The Wind --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[starred_actors]--> Wallace Beery
Neg LogProb(↓):   0.287836
Path Entropy(↓):  0.949868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by back to school screenwriters
Start Entity:     Back to School
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Back to School --[written_by]--> Rodney Dangerfield --[(INV) written_by]--> Easy Money --[in_language]--> Swedish
Path (Raw):       Back to School --[written_by]--> Rodney Dangerfield --[(INV) written_by]--> Easy Money --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie bloodfist
Start Entity:     Bloodfist
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Bloodfist --[written_by]--> Robert King --[(INV) written_by]--> Red Corner --[release_year]--> 1997
Path (Raw):       Bloodfist --[written_by]--> Robert King --[(INV) written_by]--> Red Corner --[release_year]--> 1997
Neg LogProb(↓):   0.051732
Path Entropy(↓):  0.199755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in patterns
Start Entity:     Patterns
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Patterns --[starred_actors]--> Ed Begley --[(INV) starred_actors]--> Hang 'Em High --[has_genre]--> Western
Path (Raw):       Patterns --[starred_actors]--> Ed Begley --[(INV) starred_actors]--> Hang 'Em High --[has_genre]--> Western
Neg LogProb(↓):   0.248346
Path Entropy(↓):  0.538193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie higher learning are written by who
Start Entity:     Higher Learning
Gold Answer:      [['John Singleton', 'Ernest Tidyman']]
Predicted Ans:    Ernest Tidyman
Predicted Path:   Higher Learning --[directed_by]--> John Singleton --[(INV) directed_by]--> Shaft --[written_by]--> Ernest Tidyman
Path (Raw):       Higher Learning --[directed_by]--> John Singleton --[(INV) directed_by]--> Shaft --[written_by]--> Ernest Tidyman
Neg LogProb(↓):   1.327832
Path Entropy(↓):  2.139596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor colleen haskell acted together with who
Start Entity:     Colleen Haskell
Gold Answer:      [['Rob Schneider', 'John C. McGinley']]
Predicted Ans:    Rob Schneider
Predicted Path:   Colleen Haskell --[(INV) starred_actors]--> The Animal --[starred_actors]--> Rob Schneider
Path (Raw):       Colleen Haskell --[No Operation]--> Colleen Haskell --[(INV) starred_actors]--> The Animal --[starred_actors]--> Rob Schneider
Neg LogProb(↓):   0.000203
Path Entropy(↓):  0.001970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film here comes the navy starred which actors
Start Entity:     Here Comes the Navy
Gold Answer:      [['Frank McHugh', 'Gloria Stuart', "Pat O'Brien", 'James Cagney']]
Predicted Ans:    James Cagney
Predicted Path:   Here Comes the Navy --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Here Comes the Navy --[starred_actors]--> James Cagney
Path (Raw):       Here Comes the Navy --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Here Comes the Navy --[starred_actors]--> James Cagney
Neg LogProb(↓):   1.017354
Path Entropy(↓):  1.472449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in suez
Start Entity:     Suez
Gold Answer:      [['W. Somerset Maugham', 'Robert E. Sherwood', 'Johnston McCulley', 'Clare Boothe Luce', 'Louis Bromfield', 'Sally Benson', 'Anne Parrish', 'Ernest Hemingway', 'Lamar Trotti', 'Talbot Jennings', 'Thomas B. Costain', 'Jack London', 'Rafael Sabatini', 'Benjamin Glazer', 'Frederick Lonsdale', 'John Byrum', 'Peter Viertel', 'Jo Swerling', 'Niven Busch', 'Richard Sherman', 'Jill Sprecher', 'Billy Wilder', 'Mel Dinelli', 'Gene Towne', 'Allen Rivkin', 'Vicente Blasco Ibáñez', 'Robert Nathan', 'C. Graham Baker', 'Tom Lewis', 'Kelley Roos', 'Sonya Levien', 'Laura Kerr', 'Hella Wuolijoki', 'Leonardo Bercovici', 'Victor Trivas', 'Luchino Visconti', 'Harry Kurnitz', 'Agatha Christie', 'Walter Lord', 'Nunnally Johnson', 'Samuel A. Taylor', 'Bill Murray', 'Alan Le May', 'Oscar Millard', 'Eric Knight', 'Eric Ambler', 'Samuel Shellabarger', 'Kathryn Scola', 'W.R. Burnett', 'Rowland V. Lee', 'Albert Camus', 'Jean Bart', 'William Lindsay Gresham', 'Marty Maher']]
Predicted Ans:    Alan Le May
Predicted Path:   Suez --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[written_by]--> Alan Le May
Path (Raw):       Suez --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[written_by]--> Alan Le May
Neg LogProb(↓):   0.730518
Path Entropy(↓):  1.788856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by call her savage actors
Start Entity:     Call Her Savage
Gold Answer:      [['William A. Wellman', 'Larisa Shepitko', 'Victor Fleming']]
Predicted Ans:    William A. Wellman
Predicted Path:   Call Her Savage --[starred_actors]--> Clara Bow --[(INV) starred_actors]--> Wings --[directed_by]--> William A. Wellman
Path (Raw):       Call Her Savage --[starred_actors]--> Clara Bow --[(INV) starred_actors]--> Wings --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.725003
Path Entropy(↓):  0.999113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of mulholland drive starred who
Start Entity:     Mulholland Drive
Gold Answer:      [['John Gielgud', 'Dennis Hopper', 'Jeanne Bates', 'Jack Nance', 'Anthony Hopkins', 'Charlotte Stewart', 'John Hurt', 'Patricia Arquette', 'Philip Anglim', 'Penny Fuller', 'Sissy Spacek', 'Laura Dern', 'Jeremy Irons', 'Justin Theroux', 'Bill Pullman', 'Anne Bancroft', 'Isabella Rossellini', 'Kevin Conway', 'Kyle MacLachlan']]
Predicted Ans:    Charlotte Stewart
Predicted Path:   Mulholland Drive --[directed_by]--> David Lynch --[(INV) directed_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Path (Raw):       Mulholland Drive --[directed_by]--> David Lynch --[(INV) directed_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Neg LogProb(↓):   0.768759
Path Entropy(↓):  1.558828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by anna kendrick
Start Entity:     Anna Kendrick
Gold Answer:      [['Music', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[has_genre]--> Drama
Path (Raw):       Anna Kendrick --[No Operation]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[has_genre]--> Drama
Neg LogProb(↓):   0.083914
Path Entropy(↓):  0.313834
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in ginger and fred
Start Entity:     Ginger and Fred
Gold Answer:      [['French', 'Portuguese', 'English', 'Italian', 'Russian']]
Predicted Ans:    Italian
Predicted Path:   Ginger and Fred --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[in_language]--> Italian
Path (Raw):       Ginger and Fred --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[in_language]--> Italian
Neg LogProb(↓):   0.183573
Path Entropy(↓):  0.567487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie adanggaman
Start Entity:     Adanggaman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Adanggaman --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Adanggaman --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.268167
Path Entropy(↓):  4.696017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of knight of cups
Start Entity:     Knight of Cups
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Knight of Cups --[directed_by]--> Terrence Malick --[(INV) directed_by]--> The New World --[in_language]--> English
Path (Raw):       Knight of Cups --[directed_by]--> Terrence Malick --[(INV) directed_by]--> The New World --[in_language]--> English
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the lost boys in a few words
Start Entity:     The Lost Boys
Gold Answer:      [['brothers', 'vampires', 'kiefer sutherland', 'vampire', 'horror']]
Predicted Ans:    vampire
Predicted Path:   The Lost Boys --[has_tags]--> vampire --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire
Path (Raw):       The Lost Boys --[has_tags]--> vampire --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire
Neg LogProb(↓):   0.759165
Path Entropy(↓):  1.303008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of let's make love starred who
Start Entity:     Let's Make Love
Gold Answer:      [['Van Johnson', 'Cary Grant', 'Elvis Presley', 'Lana Turner', 'Elizabeth Taylor', 'Ginger Rogers', 'Marisa Pavan', 'Bob Hope', 'Lizabeth Scott', 'Jim Hutton', 'David Niven', 'Janis Paige', 'Bette Davis', 'Yves Montand', 'Ingrid Bergman', 'Fay Holden', 'Percy Waram', 'Olivia de Havilland', 'Wendell Corey', 'Robert Cummings', 'George Raft', 'Charles Coburn', 'Anna Magnani', 'Shirley MacLaine', 'Edward G. Robinson', 'Glenn Ford', 'Shia LaBeouf', 'Burt Lancaster', 'Walter Abel', 'Brad Pitt', 'Logan Lerman', 'Michael Peña', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Jean Arthur']]
Predicted Ans:    Bette Davis
Predicted Path:   Let's Make Love --[written_by]--> Hal Kanter --[(INV) written_by]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Path (Raw):       Let's Make Love --[written_by]--> Hal Kanter --[(INV) written_by]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Neg LogProb(↓):   1.091720
Path Entropy(↓):  1.980830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of last stop 174
Start Entity:     Last Stop 174
Gold Answer:      [['Amy Locane', 'Stephen Baldwin', 'Chris Penn', 'Christina Applegate', 'Gwyneth Paltrow', 'Dennis Hopper', 'Mark Ruffalo', 'Amy Irving', 'José Wilker', 'Mauro Mendonça', 'Gina Gershon']]
Predicted Ans:    Michel Gomes
Predicted Path:   Last Stop 174 --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Last Stop 174 --[starred_actors]--> Michel Gomes
Path (Raw):       Last Stop 174 --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Last Stop 174 --[starred_actors]--> Michel Gomes
Neg LogProb(↓):   0.694589
Path Entropy(↓):  0.712990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the language spoken in the movie bilitis
Start Entity:     Bilitis
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bilitis --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Bilitis --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.000374
Path Entropy(↓):  3.007009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by clare niederpruem were in which genres
Start Entity:     Clare Niederpruem
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Clare Niederpruem --[(INV) starred_actors]--> The Maze --[has_genre]--> Horror
Path (Raw):       Clare Niederpruem --[No Operation]--> Clare Niederpruem --[(INV) starred_actors]--> The Maze --[has_genre]--> Horror
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by van johnson
Start Entity:     Van Johnson
Gold Answer:      [['Family', 'Musical', 'Drama', 'War', 'Comedy', 'History', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Van Johnson --[(INV) starred_actors]--> Plymouth Adventure --[has_genre]--> Drama
Path (Raw):       Van Johnson --[No Operation]--> Van Johnson --[(INV) starred_actors]--> Plymouth Adventure --[has_genre]--> Drama
Neg LogProb(↓):   0.734817
Path Entropy(↓):  1.931033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed a goofy movie
Start Entity:     A Goofy Movie
Gold Answer:      [['Edgar Rice Burroughs', 'Jessica Postigo', 'Noni White', 'Bill Kelly', 'Tab Murphy', 'Bob Tzudiker', 'Reinhard Klooss']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   A Goofy Movie --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[written_by]--> Edgar Rice Burroughs
Path (Raw):       A Goofy Movie --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   1.032545
Path Entropy(↓):  1.489063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie gallipoli
Start Entity:     Gallipoli
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Gallipoli --[release_year]--> 1981 --[(INV) release_year]--> Vabank --[release_year]--> 1981
Path (Raw):       Gallipoli --[release_year]--> 1981 --[(INV) release_year]--> Vabank --[release_year]--> 1981
Neg LogProb(↓):   1.570210
Path Entropy(↓):  3.118659
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of doom
Start Entity:     Doom
Gold Answer:      [['Cradle 2 the Grave', 'Romeo Must Die', 'Exit Wounds']]
Predicted Ans:    Doom
Predicted Path:   Doom --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Doom
Path (Raw):       Doom --[No Operation]--> Doom --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Doom
Neg LogProb(↓):   0.546058
Path Entropy(↓):  1.032816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the film mrs. palfrey at the claremont
Start Entity:     Mrs. Palfrey at the Claremont
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Mrs. Palfrey at the Claremont --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Mrs. Palfrey at the Claremont --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.136594
Path Entropy(↓):  4.530246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed barfly
Start Entity:     Barfly
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Barfly --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> More --[in_language]--> English
Path (Raw):       Barfly --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> More --[in_language]--> English
Neg LogProb(↓):   0.012233
Path Entropy(↓):  0.068027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by nick sutton
Start Entity:     Nick Sutton
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nick Sutton --[(INV) starred_actors]--> Gummo --[has_genre]--> Drama
Path (Raw):       Nick Sutton --[No Operation]--> Nick Sutton --[(INV) starred_actors]--> Gummo --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of training day was who
Start Entity:     Training Day
Gold Answer:      [['Antoine Fuqua']]
Predicted Ans:    Antoine Fuqua
Predicted Path:   Training Day --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Bait --[directed_by]--> Antoine Fuqua
Path (Raw):       Training Day --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Bait --[directed_by]--> Antoine Fuqua
Neg LogProb(↓):   0.020514
Path Entropy(↓):  0.115456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the artist in
Start Entity:     The Artist
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    French
Predicted Path:   The Artist --[starred_actors]--> Jean Dujardin --[(INV) starred_actors]--> The Artist --[in_language]--> French
Path (Raw):       The Artist --[starred_actors]--> Jean Dujardin --[(INV) starred_actors]--> The Artist --[in_language]--> French
Neg LogProb(↓):   0.159383
Path Entropy(↓):  0.565394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in neri parenti written films
Start Entity:     Neri Parenti
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Neri Parenti --[(INV) written_by]--> Tifosi --[in_language]--> Italian
Path (Raw):       Neri Parenti --[No Operation]--> Neri Parenti --[(INV) written_by]--> Tifosi --[in_language]--> Italian
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by julien magnat released
Start Entity:     Julien Magnat
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Julien Magnat --[(INV) directed_by]--> Faces in the Crowd --[release_year]--> 2011
Path (Raw):       Julien Magnat --[No Operation]--> Julien Magnat --[(INV) directed_by]--> Faces in the Crowd --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film daffy duck's quackbusters released
Start Entity:     Daffy Duck's Quackbusters
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Daffy Duck's Quackbusters --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Daffy Duck's Quackbusters --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   3.519032
Path Entropy(↓):  4.807244
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by todd kessler were released in which years
Start Entity:     Todd Kessler
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Todd Kessler --[(INV) directed_by]--> Keith --[release_year]--> 2008
Path (Raw):       Todd Kessler --[No Operation]--> Todd Kessler --[(INV) directed_by]--> Keith --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of we don't live here anymore
Start Entity:     We Don't Live Here Anymore
Gold Answer:      [['Todd Field']]
Predicted Ans:    Todd Field
Predicted Path:   We Don't Live Here Anymore --[written_by]--> Andre Dubus --[(INV) written_by]--> In the Bedroom --[directed_by]--> Todd Field
Path (Raw):       We Don't Live Here Anymore --[written_by]--> Andre Dubus --[(INV) written_by]--> In the Bedroom --[directed_by]--> Todd Field
Neg LogProb(↓):   0.026716
Path Entropy(↓):  0.129725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed once upon a time in anatolia
Start Entity:     Once Upon a Time in Anatolia
Gold Answer:      [['Ebru Ceylan', 'Nuri Bilge Ceylan']]
Predicted Ans:    Ebru Ceylan
Predicted Path:   Once Upon a Time in Anatolia --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Climates --[starred_actors]--> Ebru Ceylan
Path (Raw):       Once Upon a Time in Anatolia --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Climates --[starred_actors]--> Ebru Ceylan
Neg LogProb(↓):   0.142648
Path Entropy(↓):  0.431328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by john pilger
Start Entity:     John Pilger
Gold Answer:      [['Sean Crotty', 'Christopher Martin', 'Tony Stark']]
Predicted Ans:    John Pilger
Predicted Path:   John Pilger --[(INV) starred_actors]--> The War on Democracy --[directed_by]--> John Pilger
Path (Raw):       John Pilger --[No Operation]--> John Pilger --[(INV) starred_actors]--> The War on Democracy --[directed_by]--> John Pilger
Neg LogProb(↓):   0.104960
Path Entropy(↓):  0.400071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies written by tobe hooper release
Start Entity:     Tobe Hooper
Gold Answer:      [['1995', '1990', '2003', '1986', '1974']]
Predicted Ans:    1995
Predicted Path:   Tobe Hooper --[(INV) written_by]--> The Mangler --[release_year]--> 1995
Path (Raw):       Tobe Hooper --[No Operation]--> Tobe Hooper --[(INV) written_by]--> The Mangler --[release_year]--> 1995
Neg LogProb(↓):   0.434472
Path Entropy(↓):  0.962597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by richard bradford released
Start Entity:     Richard Bradford
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Richard Bradford --[(INV) starred_actors]--> The Trip to Bountiful --[release_year]--> 1985
Path (Raw):       Richard Bradford --[No Operation]--> Richard Bradford --[(INV) starred_actors]--> The Trip to Bountiful --[release_year]--> 1985
Neg LogProb(↓):   0.000413
Path Entropy(↓):  0.003661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film old school released
Start Entity:     Old School
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Old School --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Old School --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.488013
Path Entropy(↓):  4.704320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the in crowd
Start Entity:     The In Crowd
Gold Answer:      [['Susan Ward', 'Lori Heuring', 'Matthew Settle']]
Predicted Ans:    Susan Ward
Predicted Path:   The In Crowd --[starred_actors]--> Susan Ward --[(INV) starred_actors]--> The In Crowd --[starred_actors]--> Susan Ward
Path (Raw):       The In Crowd --[starred_actors]--> Susan Ward --[(INV) starred_actors]--> The In Crowd --[starred_actors]--> Susan Ward
Neg LogProb(↓):   0.010553
Path Entropy(↓):  0.069238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe mrs. parker and the vicious circle
Start Entity:     Mrs. Parker and the Vicious Circle
Gold Answer:      [['manhattan', 'writers']]
Predicted Ans:    censorship
Predicted Path:   Mrs. Parker and the Vicious Circle --[has_tags]--> writers --[(INV) has_tags]--> Quills --[has_tags]--> censorship
Path (Raw):       Mrs. Parker and the Vicious Circle --[has_tags]--> writers --[(INV) has_tags]--> Quills --[has_tags]--> censorship
Neg LogProb(↓):   0.421948
Path Entropy(↓):  0.844977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie how to deal were released in which years
Start Entity:     How to Deal
Gold Answer:      [['2005', '2009']]
Predicted Ans:    2005
Predicted Path:   How to Deal --[directed_by]--> Clare Kilner --[(INV) directed_by]--> The Wedding Date --[release_year]--> 2005
Path (Raw):       How to Deal --[directed_by]--> Clare Kilner --[(INV) directed_by]--> The Wedding Date --[release_year]--> 2005
Neg LogProb(↓):   0.216431
Path Entropy(↓):  0.624935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of jailhouse rock
Start Entity:     Jailhouse Rock
Gold Answer:      [['Harmon Jones', 'David Butler', 'John Frankenheimer', 'Marlon Brando', 'Martin Ritt', 'Stanley Kramer']]
Predicted Ans:    John Frankenheimer
Predicted Path:   Jailhouse Rock --[written_by]--> Guy Trosper --[(INV) written_by]--> Birdman of Alcatraz --[directed_by]--> John Frankenheimer
Path (Raw):       Jailhouse Rock --[written_by]--> Guy Trosper --[(INV) written_by]--> Birdman of Alcatraz --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   0.466704
Path Entropy(↓):  0.974079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in piter fm
Start Entity:     Piter FM
Gold Answer:      [['Evgeniy Tsyganov', 'Ekaterina Fedulova', 'Aleksey Barabash']]
Predicted Ans:    Evgeniy Tsyganov
Predicted Path:   Piter FM --[starred_actors]--> Evgeniy Tsyganov --[(INV) starred_actors]--> Piter FM --[starred_actors]--> Evgeniy Tsyganov
Path (Raw):       Piter FM --[starred_actors]--> Evgeniy Tsyganov --[(INV) starred_actors]--> Piter FM --[starred_actors]--> Evgeniy Tsyganov
Neg LogProb(↓):   0.004294
Path Entropy(↓):  0.032655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the mark of zorro
Start Entity:     The Mark of Zorro
Gold Answer:      [['The Mask of Zorro']]
Predicted Ans:    The Mark of Zorro
Predicted Path:   The Mark of Zorro --[written_by]--> Johnston McCulley --[(INV) written_by]--> The Mark of Zorro
Path (Raw):       The Mark of Zorro --[No Operation]--> The Mark of Zorro --[written_by]--> Johnston McCulley --[(INV) written_by]--> The Mark of Zorro
Neg LogProb(↓):   0.021331
Path Entropy(↓):  0.111724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of cast a dark shadow
Start Entity:     Cast a Dark Shadow
Gold Answer:      [['7 Women', 'Sapphire', 'Midnight Lace']]
Predicted Ans:    Sapphire
Predicted Path:   Cast a Dark Shadow --[written_by]--> Janet Green --[(INV) written_by]--> Sapphire
Path (Raw):       Cast a Dark Shadow --[No Operation]--> Cast a Dark Shadow --[written_by]--> Janet Green --[(INV) written_by]--> Sapphire
Neg LogProb(↓):   0.035075
Path Entropy(↓):  0.157702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of my neighbors the yamadas
Start Entity:     My Neighbors the Yamadas
Gold Answer:      [['Only Yesterday', 'Pom Poko', 'Grave of the Fireflies']]
Predicted Ans:    Only Yesterday
Predicted Path:   My Neighbors the Yamadas --[directed_by]--> Isao Takahata --[(INV) directed_by]--> Only Yesterday
Path (Raw):       My Neighbors the Yamadas --[No Operation]--> My Neighbors the Yamadas --[directed_by]--> Isao Takahata --[(INV) directed_by]--> Only Yesterday
Neg LogProb(↓):   0.038016
Path Entropy(↓):  0.181942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by glenn leopold
Start Entity:     Glenn Leopold
Gold Answer:      [['Van Heflin', 'Evelyn Keyes']]
Predicted Ans:    Evelyn Keyes
Predicted Path:   Glenn Leopold --[(INV) written_by]--> The Prowler --[starred_actors]--> Evelyn Keyes
Path (Raw):       Glenn Leopold --[No Operation]--> Glenn Leopold --[(INV) written_by]--> The Prowler --[starred_actors]--> Evelyn Keyes
Neg LogProb(↓):   0.163066
Path Entropy(↓):  0.429153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film anton chekhov's the duel
Start Entity:     Anton Chekhov's The Duel
Gold Answer:      [['Steven Knight']]
Predicted Ans:    Steven Knight
Predicted Path:   Anton Chekhov's The Duel --[starred_actors]--> Andrew Scott --[(INV) starred_actors]--> Locke --[directed_by]--> Steven Knight
Path (Raw):       Anton Chekhov's The Duel --[starred_actors]--> Andrew Scott --[(INV) starred_actors]--> Locke --[directed_by]--> Steven Knight
Neg LogProb(↓):   0.001264
Path Entropy(↓):  0.009846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by jesse hibbs release
Start Entity:     Jesse Hibbs
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Jesse Hibbs --[(INV) directed_by]--> To Hell and Back --[release_year]--> 1955
Path (Raw):       Jesse Hibbs --[No Operation]--> Jesse Hibbs --[(INV) directed_by]--> To Hell and Back --[release_year]--> 1955
Neg LogProb(↓):   0.109184
Path Entropy(↓):  0.332564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by tommy o'haver
Start Entity:     Tommy O'Haver
Gold Answer:      [['Brad Rowe', 'Meredith Scott Lynn']]
Predicted Ans:    Brad Rowe
Predicted Path:   Tommy O'Haver --[(INV) written_by]--> Billy's Hollywood Screen Kiss --[starred_actors]--> Brad Rowe
Path (Raw):       Tommy O'Haver --[No Operation]--> Tommy O'Haver --[(INV) written_by]--> Billy's Hollywood Screen Kiss --[starred_actors]--> Brad Rowe
Neg LogProb(↓):   0.003013
Path Entropy(↓):  0.020474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by marc klein fall under
Start Entity:     Marc Klein
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marc Klein --[(INV) written_by]--> Serendipity --[has_genre]--> Comedy
Path (Raw):       Marc Klein --[No Operation]--> Marc Klein --[(INV) written_by]--> Serendipity --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote dimples
Start Entity:     Dimples
Gold Answer:      [['William A. Seiter', 'Walter Lang', 'David Butler', 'Leo McCarey', 'H. Bruce Humberstone']]
Predicted Ans:    William A. Seiter
Predicted Path:   Dimples --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway --[directed_by]--> William A. Seiter
Path (Raw):       Dimples --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway --[directed_by]--> William A. Seiter
Neg LogProb(↓):   0.255176
Path Entropy(↓):  0.572474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed slap shot
Start Entity:     Slap Shot
Gold Answer:      [['1962', '1988', '1963', '1964', '1975', '1972', '1966', '1982', '1973', '1967', '1979', '1969']]
Predicted Ans:    1969
Predicted Path:   Slap Shot --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Path (Raw):       Slap Shot --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Neg LogProb(↓):   0.515850
Path Entropy(↓):  1.462201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the happy ending
Start Entity:     The Happy Ending
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Happy Ending --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Happy Ending --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.098377
Path Entropy(↓):  0.319740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did michael urban write the story for
Start Entity:     Michael Urban
Gold Answer:      [['Saved!']]
Predicted Ans:    Saved!
Predicted Path:   Michael Urban --[(INV) written_by]--> Saved! --[written_by]--> Brian Dannelly --[(INV) written_by]--> Saved!
Path (Raw):       Michael Urban --[(INV) written_by]--> Saved! --[written_by]--> Brian Dannelly --[(INV) written_by]--> Saved!
Neg LogProb(↓):   0.000413
Path Entropy(↓):  0.003631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by eran creevy
Start Entity:     Eran Creevy
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Eran Creevy --[(INV) written_by]--> Shifty --[has_genre]--> Thriller
Path (Raw):       Eran Creevy --[No Operation]--> Eran Creevy --[(INV) written_by]--> Shifty --[has_genre]--> Thriller
Neg LogProb(↓):   0.396846
Path Entropy(↓):  0.632443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of miami vice
Start Entity:     Miami Vice
Gold Answer:      [['1983', '1995', '2009', '1972', '2001', '1992', '1936', '1920', '1999', '1979', '1981', '1986']]
Predicted Ans:    1999
Predicted Path:   Miami Vice --[written_by]--> Michael Mann --[(INV) written_by]--> The Insider --[release_year]--> 1999
Path (Raw):       Miami Vice --[written_by]--> Michael Mann --[(INV) written_by]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   0.733774
Path Entropy(↓):  1.689626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of midnight cowboy
Start Entity:     Midnight Cowboy
Gold Answer:      [['Marsha Hunt', 'Bruce Dern', 'Donald Sutherland', 'William Atherton', 'Karen Black', 'Warren Beatty', 'Angela Lansbury', 'Macdonald Carey', 'Virginia Mayo', 'Carol Lynley', 'Jon Voight', 'James Stewart', 'Walter Pidgeon', 'Al Pacino', 'Eva Marie Saint', 'Margaret Sullavan', 'Burt Lancaster', 'Jane Fonda']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Midnight Cowboy --[written_by]--> Waldo Salt --[(INV) written_by]--> The Day of the Locust --[starred_actors]--> Donald Sutherland
Path (Raw):       Midnight Cowboy --[written_by]--> Waldo Salt --[(INV) written_by]--> The Day of the Locust --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.131540
Path Entropy(↓):  0.490051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by fedor bondarchuk fall under
Start Entity:     Fedor Bondarchuk
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Fedor Bondarchuk --[(INV) directed_by]--> Stalingrad --[has_genre]--> Drama
Path (Raw):       Fedor Bondarchuk --[No Operation]--> Fedor Bondarchuk --[(INV) directed_by]--> Stalingrad --[has_genre]--> Drama
Neg LogProb(↓):   0.704061
Path Entropy(↓):  0.753049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was tumbleweeds released
Start Entity:     Tumbleweeds
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Tumbleweeds --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Tumbleweeds --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   2.952123
Path Entropy(↓):  4.619019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kevin dreyfuss written movies
Start Entity:     Kevin Dreyfuss
Gold Answer:      [['Joe Lynch']]
Predicted Ans:    Joe Lynch
Predicted Path:   Kevin Dreyfuss --[(INV) written_by]--> Knights of Badassdom --[directed_by]--> Joe Lynch
Path (Raw):       Kevin Dreyfuss --[No Operation]--> Kevin Dreyfuss --[(INV) written_by]--> Knights of Badassdom --[directed_by]--> Joe Lynch
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of how to irritate people
Start Entity:     How to Irritate People
Gold Answer:      [['Fierce Creatures', 'Monty Python and the Holy Grail', 'A Private Function', 'Winnie the Pooh', 'The Missionary', 'The Strange Case of the End of Civilization as We Know It', 'And Now for Something Completely Different', 'Clockwise', 'Scorched', 'Planet 51', 'Yellowbeard', 'American Friends', 'Time Bandits', 'A Fish Called Wanda', 'Jabberwocky', 'Man About Town']]
Predicted Ans:    charles crichton
Predicted Path:   How to Irritate People --[starred_actors]--> John Cleese --[(INV) directed_by]--> A Fish Called Wanda --[has_tags]--> charles crichton
Path (Raw):       How to Irritate People --[starred_actors]--> John Cleese --[(INV) directed_by]--> A Fish Called Wanda --[has_tags]--> charles crichton
Neg LogProb(↓):   0.708322
Path Entropy(↓):  0.938393
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of the strange door
Start Entity:     The Strange Door
Gold Answer:      [['The Man They Could Not Hang', 'Doomed to Die', 'Rembrandt', 'The Suspect', 'The Bribe', 'The Canterville Ghost', 'Payment Deferred', 'Abbott and Costello Meet Dr. Jekyll and Mr. Hyde', 'Spartacus', 'The Comedy of Terrors', 'The Ghoul', 'It Started with Eve', 'If I Had a Million', 'The Hunchback of Notre Dame', 'The Big Clock', 'Sidewalks of London', 'Bedlam', 'The Body Snatcher', 'The Ape', 'Island of Lost Souls', 'Black Sabbath', 'The Invisible Ray', 'Frankenstein', 'The Walking Dead', 'The Raven', 'Ruggles of Red Gap', 'The Mask of Fu Manchu', 'Abbott and Costello Meet the Killer, Boris Karloff', 'Lured', 'The Paradine Case', 'Witness for the Prosecution', 'The Old Dark House', 'The Black Room', 'The Haunted Strangler', 'The Fatal Hour', "Hobson's Choice", 'House of Frankenstein', 'The Sign of the Cross', 'The Devil Commands', 'Captain Kidd', 'Les Misérables', 'Isle of the Dead', 'Abbott and Costello Meet Captain Kidd', 'Black Friday', 'Arch of Triumph', 'Young Bess', 'Unconquered', 'This Land Is Mine', 'Charlie Chan at the Opera', 'Mutiny on the Bounty', 'The Mummy', 'The Lost Patrol', 'The Black Cat', 'British Intelligence', 'Son of Frankenstein', 'The Barretts of Wimpole Street', 'Jamaica Inn']]
Predicted Ans:    The Raven
Predicted Path:   The Strange Door --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven
Path (Raw):       The Strange Door --[starred_actors]--> Boris Karloff --[No Operation]--> Boris Karloff --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   0.974890
Path Entropy(↓):  1.517412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by lost horizon actors
Start Entity:     Lost Horizon
Gold Answer:      [['Edward Dmytryk', 'John Schlesinger', 'Desmond Davis', 'Alan Metter', 'Stuart Rosenberg', 'Georg Maas', 'Robert Altman', 'Robert Aldrich', 'Mark Robson', 'Ingmar Bergman', 'Bernt Amadeus Capra', 'Robert Stevens', 'Thierry Notz', 'Michael Cimino', 'Jeff Lieberman', 'Alvin Rakoff', 'Paul Wendkos', 'Howard Zieff', 'Mikhail Kalatozov', 'Andrew V. McLaglen', 'Sidney Lumet', 'James Gunn', 'Jan Troell', 'Fred Zinnemann', 'Laslo Benedek', 'Jack Clayton', 'Richard A. Colla', 'Steve McQueen', 'Ken Hughes', 'John Hough', 'Burt Kennedy']]
Predicted Ans:    Georg Maas
Predicted Path:   Lost Horizon --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Path (Raw):       Lost Horizon --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Neg LogProb(↓):   0.174675
Path Entropy(↓):  0.634408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by evan rachel wood were in which genres
Start Entity:     Evan Rachel Wood
Gold Answer:      [['Sport', 'Musical', 'Drama', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Evan Rachel Wood --[(INV) starred_actors]--> Barefoot --[has_genre]--> Comedy
Path (Raw):       Evan Rachel Wood --[No Operation]--> Evan Rachel Wood --[(INV) starred_actors]--> Barefoot --[has_genre]--> Comedy
Neg LogProb(↓):   0.962878
Path Entropy(↓):  2.010592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote let's make money
Start Entity:     Let's Make Money
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Let's Make Money --[written_by]--> Erwin Wagenhofer --[(INV) written_by]--> We Feed the World --[has_genre]--> Documentary
Path (Raw):       Let's Make Money --[written_by]--> Erwin Wagenhofer --[(INV) written_by]--> We Feed the World --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie ring of darkness
Start Entity:     Ring of Darkness
Gold Answer:      [['1998', '1999', '1997', '1988']]
Predicted Ans:    2004
Predicted Path:   Ring of Darkness --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[release_year]--> 2004
Path (Raw):       Ring of Darkness --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[release_year]--> 2004
Neg LogProb(↓):   0.155104
Path Entropy(↓):  0.514578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the film remarkable power
Start Entity:     Remarkable Power
Gold Answer:      [['Brandon Beckner']]
Predicted Ans:    Brandon Beckner
Predicted Path:   Remarkable Power --[written_by]--> Brandon Beckner --[(INV) written_by]--> Remarkable Power --[written_by]--> Brandon Beckner
Path (Raw):       Remarkable Power --[written_by]--> Brandon Beckner --[(INV) written_by]--> Remarkable Power --[written_by]--> Brandon Beckner
Neg LogProb(↓):   0.000096
Path Entropy(↓):  0.000995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by brooke langton release
Start Entity:     Brooke Langton
Gold Answer:      [['2000', '2007']]
Predicted Ans:    2000
Predicted Path:   Brooke Langton --[(INV) starred_actors]--> The Replacements --[release_year]--> 2000
Path (Raw):       Brooke Langton --[No Operation]--> Brooke Langton --[(INV) starred_actors]--> The Replacements --[release_year]--> 2000
Neg LogProb(↓):   0.185353
Path Entropy(↓):  0.454599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the scout actors release
Start Entity:     The Scout
Gold Answer:      [['2008', '2003', '1992', '1959', '2006', '1985', '1967', '1979', '1984', '2007', '1998', '2010', '2014', '1932', '1994', '1995', '1948', '2001', '1996', '2002', '1981', '2011', '2013', '2000', '1997', '2005', '1991', '1999', '1987', '1958']]
Predicted Ans:    1994
Predicted Path:   The Scout --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[release_year]--> 1994
Path (Raw):       The Scout --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[release_year]--> 1994
Neg LogProb(↓):   1.333188
Path Entropy(↓):  2.659681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote a late quartet
Start Entity:     A Late Quartet
Gold Answer:      [['Judith Haspel']]
Predicted Ans:    Judith Haspel
Predicted Path:   A Late Quartet --[written_by]--> Yaron Zilberman --[(INV) written_by]--> Watermarks --[starred_actors]--> Judith Haspel
Path (Raw):       A Late Quartet --[written_by]--> Yaron Zilberman --[(INV) written_by]--> Watermarks --[starred_actors]--> Judith Haspel
Neg LogProb(↓):   0.000247
Path Entropy(↓):  0.002326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film for colored girls
Start Entity:     For Colored Girls
Gold Answer:      [['Guy Ritchie', 'Sunu Gonera', 'Brad Anderson', 'Roland Emmerich', 'Bernardo Bertolucci', 'Biyi Bandele', 'Tyler Perry', 'Brian Robbins', 'F. Gary Gray', 'Forest Whitaker', 'Anthony Silverston', 'John Duigan', 'Erik White', 'John Singleton', 'Jonathan Demme', 'Matthew Warchus']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   For Colored Girls --[starred_actors]--> Thandie Newton --[(INV) starred_actors]--> Besieged --[directed_by]--> Bernardo Bertolucci
Path (Raw):       For Colored Girls --[starred_actors]--> Thandie Newton --[(INV) starred_actors]--> Besieged --[directed_by]--> Bernardo Bertolucci
Neg LogProb(↓):   0.691423
Path Entropy(↓):  1.362688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of away from her
Start Entity:     Away from Her
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Away from Her --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Path (Raw):       Away from Her --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Neg LogProb(↓):   2.359728
Path Entropy(↓):  4.137506
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by gone with the wind writers
Start Entity:     Gone with the Wind
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gone with the Wind --[written_by]--> Sidney Howard --[(INV) written_by]--> Gone with the Wind --[has_genre]--> Drama
Path (Raw):       Gone with the Wind --[written_by]--> Sidney Howard --[(INV) written_by]--> Gone with the Wind --[has_genre]--> Drama
Neg LogProb(↓):   0.680503
Path Entropy(↓):  1.062888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film in old chicago
Start Entity:     In Old Chicago
Gold Answer:      [['1939', '1933', '1954', '1944', '1951', '1940', '1938', '1945', '1941', '1955', '1952', '1956']]
Predicted Ans:    1954
Predicted Path:   In Old Chicago --[written_by]--> Lamar Trotti --[(INV) written_by]--> There's No Business Like Show Business --[release_year]--> 1954
Path (Raw):       In Old Chicago --[written_by]--> Lamar Trotti --[(INV) written_by]--> There's No Business Like Show Business --[release_year]--> 1954
Neg LogProb(↓):   0.260031
Path Entropy(↓):  0.821125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of charlie chan in reno
Start Entity:     Charlie Chan in Reno
Gold Answer:      [['Erle C. Kenton', 'Rudolph Maté', 'A. Edward Sutherland']]
Predicted Ans:    Norman Foster
Predicted Path:   Charlie Chan in Reno --[written_by]--> Philip Wylie --[(INV) written_by]--> Charlie Chan in Reno --[directed_by]--> Norman Foster
Path (Raw):       Charlie Chan in Reno --[written_by]--> Philip Wylie --[(INV) written_by]--> Charlie Chan in Reno --[directed_by]--> Norman Foster
Neg LogProb(↓):   0.081146
Path Entropy(↓):  0.276225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the movie the lawnmower man
Start Entity:     The Lawnmower Man
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   The Lawnmower Man --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       The Lawnmower Man --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   3.146947
Path Entropy(↓):  4.641832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did brontis jodorowsky star in
Start Entity:     Brontis Jodorowsky
Gold Answer:      [['The Dance of Reality']]
Predicted Ans:    The Dance of Reality
Predicted Path:   Brontis Jodorowsky --[(INV) starred_actors]--> The Dance of Reality --[starred_actors]--> Jeremias Herskovits --[(INV) starred_actors]--> The Dance of Reality
Path (Raw):       Brontis Jodorowsky --[(INV) starred_actors]--> The Dance of Reality --[starred_actors]--> Jeremias Herskovits --[(INV) starred_actors]--> The Dance of Reality
Neg LogProb(↓):   0.098071
Path Entropy(↓):  0.388813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie just friends
Start Entity:     Just Friends
Gold Answer:      [['Roger Kumble', 'Nancy Pimental']]
Predicted Ans:    Roger Kumble
Predicted Path:   Just Friends --[directed_by]--> Roger Kumble --[(INV) directed_by]--> College Road Trip --[directed_by]--> Roger Kumble
Path (Raw):       Just Friends --[directed_by]--> Roger Kumble --[(INV) directed_by]--> College Road Trip --[directed_by]--> Roger Kumble
Neg LogProb(↓):   0.331178
Path Entropy(↓):  0.844536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of sweethearts
Start Entity:     Sweethearts
Gold Answer:      [['Forsaking All Others', 'Stand Up and Fight', 'White Shadows in the South Seas', 'I Love You Again', 'Rage in Heaven', 'Trader Horn', 'The Thin Man', 'Personal Property']]
Predicted Ans:    The Thin Man
Predicted Path:   Sweethearts --[directed_by]--> W.S. Van Dyke --[(INV) directed_by]--> The Thin Man
Path (Raw):       Sweethearts --[directed_by]--> W.S. Van Dyke --[(INV) directed_by]--> The Thin Man --[No Operation]--> The Thin Man
Neg LogProb(↓):   0.062285
Path Entropy(↓):  0.316325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of dangerous game also starred in which films
Start Entity:     Dangerous Game
Gold Answer:      [['Cop Land', 'Imaginary Crimes', 'The Next Best Thing', 'City of Industry', 'Reservoir Dogs', 'Mean Streets', 'The Two Jakes', 'Shanghai Surprise', 'Bad Timing', 'Clockers', 'Lulu on the Bridge', 'Head Above Water', 'Bugsy', "Who's That Knocking at My Door", 'The Piano', 'Swept Away', 'The Last Temptation of Christ', "Who's That Girl", 'Desperately Seeking Susan', 'U-571', 'Evita', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Bloodhounds of Broadway', 'Saturn 3', 'Chill', 'Exposed', 'Body of Evidence', 'Shadows in the Sun', 'A League of Their Own', 'Red Dragon', 'Bad Lieutenant', 'Crime Spree', 'Rising Sun', 'The Border', 'Extremities', "A Beginner's Guide to Endings", 'The January Man', 'Smoke', 'Wrong Turn at Tahoe', 'Blue Collar', 'Wise Guys', 'Taking Sides']]
Predicted Ans:    Exposed
Predicted Path:   Dangerous Game --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed
Path (Raw):       Dangerous Game --[starred_actors]--> Harvey Keitel --[No Operation]--> Harvey Keitel --[(INV) starred_actors]--> Exposed
Neg LogProb(↓):   0.696739
Path Entropy(↓):  1.718616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by kaori momoi release
Start Entity:     Kaori Momoi
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Kaori Momoi --[(INV) starred_actors]--> Sukiyaki Western Django --[release_year]--> 2007
Path (Raw):       Kaori Momoi --[No Operation]--> Kaori Momoi --[(INV) starred_actors]--> Sukiyaki Western Django --[release_year]--> 2007
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film charlie chan in reno starred which actors
Start Entity:     Charlie Chan in Reno
Gold Answer:      [['Sidney Toler']]
Predicted Ans:    Sidney Toler
Predicted Path:   Charlie Chan in Reno --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Path (Raw):       Charlie Chan in Reno --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Neg LogProb(↓):   0.904123
Path Entropy(↓):  1.584262
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie rumor has it...
Start Entity:     Rumor Has It...
Gold Answer:      [['Rob Reiner']]
Predicted Ans:    Rob Reiner
Predicted Path:   Rumor Has It... --[directed_by]--> Rob Reiner --[(INV) directed_by]--> And So It Goes --[directed_by]--> Rob Reiner
Path (Raw):       Rumor Has It... --[directed_by]--> Rob Reiner --[(INV) directed_by]--> And So It Goes --[directed_by]--> Rob Reiner
Neg LogProb(↓):   0.147398
Path Entropy(↓):  0.592067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of national lampoon presents dorm daze starred who
Start Entity:     National Lampoon Presents Dorm Daze
Gold Answer:      [['Scott Hillenbrand', 'Patrick Casey']]
Predicted Ans:    Patrick Casey
Predicted Path:   National Lampoon Presents Dorm Daze --[directed_by]--> Scott Hillenbrand --[(INV) directed_by]--> Transylmania --[starred_actors]--> Patrick Casey
Path (Raw):       National Lampoon Presents Dorm Daze --[directed_by]--> Scott Hillenbrand --[(INV) directed_by]--> Transylmania --[starred_actors]--> Patrick Casey
Neg LogProb(↓):   0.162092
Path Entropy(↓):  0.447893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by chris noonan were written by who
Start Entity:     Chris Noonan
Gold Answer:      [['George Miller']]
Predicted Ans:    Chris Noonan
Predicted Path:   Chris Noonan --[(INV) directed_by]--> Miss Potter --[directed_by]--> Chris Noonan
Path (Raw):       Chris Noonan --[No Operation]--> Chris Noonan --[(INV) directed_by]--> Miss Potter --[directed_by]--> Chris Noonan
Neg LogProb(↓):   0.338231
Path Entropy(↓):  0.737374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of citizen dog is also the director of which films
Start Entity:     Citizen Dog
Gold Answer:      [['Tears of the Black Tiger']]
Predicted Ans:    Citizen Dog
Predicted Path:   Citizen Dog --[directed_by]--> Wisit Sasanatieng --[(INV) directed_by]--> Citizen Dog
Path (Raw):       Citizen Dog --[directed_by]--> Wisit Sasanatieng --[(INV) directed_by]--> Citizen Dog --[No Operation]--> Citizen Dog
Neg LogProb(↓):   0.066361
Path Entropy(↓):  0.238395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does veronica lake star in
Start Entity:     Veronica Lake
Gold Answer:      [['So Proudly We Hail!', 'I Married a Witch', 'The Glass Key', "Sullivan's Travels", 'The Blue Dahlia']]
Predicted Ans:    The Diary of a Chambermaid
Predicted Path:   Veronica Lake --[(INV) starred_actors]--> So Proudly We Hail! --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid
Path (Raw):       Veronica Lake --[(INV) starred_actors]--> So Proudly We Hail! --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid
Neg LogProb(↓):   0.042429
Path Entropy(↓):  0.238109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of christmas with the kranks
Start Entity:     Christmas with the Kranks
Gold Answer:      [['1995', '1998', '1988', '1997', '1956', '2003', '1993', '1991', '1996', '2004', '1985', '1994', '1984']]
Predicted Ans:    1997
Predicted Path:   Christmas with the Kranks --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker --[release_year]--> 1997
Path (Raw):       Christmas with the Kranks --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker --[release_year]--> 1997
Neg LogProb(↓):   0.866512
Path Entropy(↓):  2.171938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by liam gillick
Start Entity:     Liam Gillick
Gold Answer:      [['Joanna Hogg']]
Predicted Ans:    Joanna Hogg
Predicted Path:   Liam Gillick --[(INV) starred_actors]--> Exhibition --[written_by]--> Joanna Hogg
Path (Raw):       Liam Gillick --[No Operation]--> Liam Gillick --[(INV) starred_actors]--> Exhibition --[written_by]--> Joanna Hogg
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in saint john of las vegas
Start Entity:     Saint John of Las Vegas
Gold Answer:      [['Don Scardino', 'Alexandre Rockwell', 'Sam Seder', 'David Silverman', 'Steve Buscemi', 'Bette Gordon', 'Dan Scanlon', 'Sarah Polley', 'Gil Kenan', 'Ethan Coen', 'Thomas McCarthy', 'Rich Moore', 'Michael Lehmann', 'John Carpenter', 'Rob Schneider', 'Anthony Silverston', 'Pete Docter', 'Lee Unkrich', 'Joel Coen', 'Tom DiCillo']]
Predicted Ans:    Rich Moore
Predicted Path:   Saint John of Las Vegas --[starred_actors]--> Sarah Silverman --[(INV) starred_actors]--> Wreck-It Ralph --[directed_by]--> Rich Moore
Path (Raw):       Saint John of Las Vegas --[starred_actors]--> Sarah Silverman --[(INV) starred_actors]--> Wreck-It Ralph --[directed_by]--> Rich Moore
Neg LogProb(↓):   0.835084
Path Entropy(↓):  1.085343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by antony carbone
Start Entity:     Antony Carbone
Gold Answer:      [['Roger Corman']]
Predicted Ans:    Roger Corman
Predicted Path:   Antony Carbone --[(INV) starred_actors]--> Creature from the Haunted Sea --[directed_by]--> Roger Corman
Path (Raw):       Antony Carbone --[No Operation]--> Antony Carbone --[(INV) starred_actors]--> Creature from the Haunted Sea --[directed_by]--> Roger Corman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of convict 13
Start Entity:     Convict 13
Gold Answer:      [['Cops', 'The Scarecrow', 'Neighbors', 'The Rag Man', 'The Goat', 'My Little Chickadee', 'The Haunted House', 'The Electric House', 'Go West', 'The Bank Dick', 'The Frozen North', 'The Love Nest', 'The Widow from Chicago', 'The Blacksmith', 'Spite Marriage', 'The Balloonatic', 'The Cameraman', 'College', 'The General', 'Our Hospitality', "My Wife's Relations", 'Battling Butler', 'The Paleface', 'Seven Chances', 'Million Dollar Legs']]
Predicted Ans:    Neighbors
Predicted Path:   Convict 13 --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors
Path (Raw):       Convict 13 --[No Operation]--> Convict 13 --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors
Neg LogProb(↓):   1.099077
Path Entropy(↓):  1.902705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the zero theorem are directed by who
Start Entity:     The Zero Theorem
Gold Answer:      [['Eli Roth', 'Tim Burton', 'Roman Polanski', 'Delphine Gleize', 'Quentin Tarantino', 'Francis Lawrence']]
Predicted Ans:    Roman Polanski
Predicted Path:   The Zero Theorem --[starred_actors]--> Christoph Waltz --[(INV) starred_actors]--> Carnage --[directed_by]--> Roman Polanski
Path (Raw):       The Zero Theorem --[starred_actors]--> Christoph Waltz --[(INV) starred_actors]--> Carnage --[directed_by]--> Roman Polanski
Neg LogProb(↓):   0.988323
Path Entropy(↓):  1.181219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film dilwale dulhania le jayenge
Start Entity:     Dilwale Dulhania Le Jayenge
Gold Answer:      [['2001', '1998', '1997', '2010']]
Predicted Ans:    1998
Predicted Path:   Dilwale Dulhania Le Jayenge --[starred_actors]--> Kajol --[(INV) starred_actors]--> Kuch Kuch Hota Hai --[release_year]--> 1998
Path (Raw):       Dilwale Dulhania Le Jayenge --[starred_actors]--> Kajol --[(INV) starred_actors]--> Kuch Kuch Hota Hai --[release_year]--> 1998
Neg LogProb(↓):   0.421333
Path Entropy(↓):  0.824128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the last time starred who
Start Entity:     The Last Time
Gold Answer:      [['Michael Keaton', 'Brendan Fraser', 'Amber Valletta']]
Predicted Ans:    Michael Keaton
Predicted Path:   The Last Time --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop --[starred_actors]--> Michael Keaton
Path (Raw):       The Last Time --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   0.104339
Path Entropy(↓):  0.464187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in murphy's war
Start Entity:     Murphy's War
Gold Answer:      [['1980', '2006', '1985', '1967', '1984', '1998', '1968', '1982', '1972', '1990', '1962', '1988', '1978', '1964', '1966', '1960', '1991', '1965', '1987', '1986']]
Predicted Ans:    1967
Predicted Path:   Murphy's War --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> The Night of the Generals --[release_year]--> 1967
Path (Raw):       Murphy's War --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> The Night of the Generals --[release_year]--> 1967
Neg LogProb(↓):   0.876926
Path Entropy(↓):  1.773098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by welcome to the punch actors
Start Entity:     Welcome to the Punch
Gold Answer:      [['John Boulting', 'Timur Bekmambetov', 'Sarah Smith', 'Diarmuid Lawrence', 'Joseph Kosinski', 'Guy Ritchie', 'Barry Cook', 'Martin Campbell', 'Robert Redford', 'Madonna', 'Julian Jarrold', 'Tomas Alfredson', 'Ridley Scott', 'Kevin Macdonald', 'Douglas McGrath', 'Danny Boyle', 'Pete Travis', 'Nae Caranfil', 'Nigel Cole', 'Clarence Brown']]
Predicted Ans:    Nae Caranfil
Predicted Path:   Welcome to the Punch --[starred_actors]--> Mark Strong --[(INV) starred_actors]--> Closer to the Moon --[directed_by]--> Nae Caranfil
Path (Raw):       Welcome to the Punch --[starred_actors]--> Mark Strong --[(INV) starred_actors]--> Closer to the Moon --[directed_by]--> Nae Caranfil
Neg LogProb(↓):   0.907802
Path Entropy(↓):  1.296764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by nancy marchand in
Start Entity:     Nancy Marchand
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nancy Marchand --[(INV) starred_actors]--> Sabrina --[has_genre]--> Comedy
Path (Raw):       Nancy Marchand --[No Operation]--> Nancy Marchand --[(INV) starred_actors]--> Sabrina --[has_genre]--> Comedy
Neg LogProb(↓):   1.094065
Path Entropy(↓):  1.327830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film tom horn
Start Entity:     Tom Horn
Gold Answer:      [['1980', '1974', '1968', '1963', '2010', '1973', '1994', '1972', '1971', '2011', '1962', '1988', '1978', '1966', '1960', '1965', '1999', '1969', '1958']]
Predicted Ans:    1972
Predicted Path:   Tom Horn --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       Tom Horn --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.280699
Path Entropy(↓):  0.825015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by harley cross
Start Entity:     Harley Cross
Gold Answer:      [['Eric Red']]
Predicted Ans:    Eric Red
Predicted Path:   Harley Cross --[(INV) starred_actors]--> Cohen and Tate --[written_by]--> Eric Red
Path (Raw):       Harley Cross --[No Operation]--> Harley Cross --[(INV) starred_actors]--> Cohen and Tate --[written_by]--> Eric Red
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie maledetto il giorno che t'ho incontrato
Start Entity:     Maledetto il giorno che t'ho incontrato
Gold Answer:      [['Carlo Verdone']]
Predicted Ans:    Carlo Verdone
Predicted Path:   Maledetto il giorno che t'ho incontrato --[written_by]--> Carlo Verdone --[(INV) written_by]--> Fun Is Beautiful --[written_by]--> Carlo Verdone
Path (Raw):       Maledetto il giorno che t'ho incontrato --[written_by]--> Carlo Verdone --[(INV) written_by]--> Fun Is Beautiful --[written_by]--> Carlo Verdone
Neg LogProb(↓):   0.127563
Path Entropy(↓):  0.451013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor james edwards appeared in the same movie with who
Start Entity:     James Edwards
Gold Answer:      [['Peggy Dow', 'Douglas Dick', 'Jeff Corey', 'Lloyd Bridges', 'Arthur Kennedy']]
Predicted Ans:    Lloyd Bridges
Predicted Path:   James Edwards --[(INV) starred_actors]--> Home of the Brave --[starred_actors]--> Lloyd Bridges
Path (Raw):       James Edwards --[No Operation]--> James Edwards --[(INV) starred_actors]--> Home of the Brave --[starred_actors]--> Lloyd Bridges
Neg LogProb(↓):   0.177019
Path Entropy(↓):  0.546149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by richard llewellyn
Start Entity:     Richard Llewellyn
Gold Answer:      [['Donald Crisp', 'Walter Pidgeon', "Maureen O'Hara", 'Anna Lee']]
Predicted Ans:    Maureen O'Hara
Predicted Path:   Richard Llewellyn --[(INV) written_by]--> How Green Was My Valley --[starred_actors]--> Maureen O'Hara
Path (Raw):       Richard Llewellyn --[No Operation]--> Richard Llewellyn --[(INV) written_by]--> How Green Was My Valley --[starred_actors]--> Maureen O'Hara
Neg LogProb(↓):   0.358537
Path Entropy(↓):  0.714385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of stone of destiny
Start Entity:     Stone of Destiny
Gold Answer:      [['Carroll Ballard', 'Charles Martin Smith']]
Predicted Ans:    Carroll Ballard
Predicted Path:   Stone of Destiny --[written_by]--> Charles Martin Smith --[(INV) written_by]--> Never Cry Wolf --[directed_by]--> Carroll Ballard
Path (Raw):       Stone of Destiny --[written_by]--> Charles Martin Smith --[(INV) written_by]--> Never Cry Wolf --[directed_by]--> Carroll Ballard
Neg LogProb(↓):   0.159610
Path Entropy(↓):  0.429347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by garnett weston in
Start Entity:     Garnett Weston
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Garnett Weston --[(INV) written_by]--> White Zombie --[has_genre]--> Horror
Path (Raw):       Garnett Weston --[No Operation]--> Garnett Weston --[(INV) written_by]--> White Zombie --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with karate - robo zaborgar fall under
Start Entity:     Karate-Robo Zaborgar
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Karate-Robo Zaborgar --[directed_by]--> Noboru Iguchi --[(INV) directed_by]--> RoboGeisha --[has_genre]--> Action
Path (Raw):       Karate-Robo Zaborgar --[directed_by]--> Noboru Iguchi --[(INV) directed_by]--> RoboGeisha --[has_genre]--> Action
Neg LogProb(↓):   0.307889
Path Entropy(↓):  0.824482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing flowers in the attic
Start Entity:     Flowers in the Attic
Gold Answer:      [['kristy swanson']]
Predicted Ans:    kristy swanson
Predicted Path:   Flowers in the Attic --[has_tags]--> kristy swanson --[(INV) has_tags]--> Swamp Shark --[has_tags]--> kristy swanson
Path (Raw):       Flowers in the Attic --[has_tags]--> kristy swanson --[(INV) has_tags]--> Swamp Shark --[has_tags]--> kristy swanson
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the arrival
Start Entity:     The Arrival
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Arrival --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Path (Raw):       The Arrival --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Neg LogProb(↓):   1.302919
Path Entropy(↓):  2.250238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by hercules in new york actors
Start Entity:     Hercules in New York
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Hercules in New York --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       Hercules in New York --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.129741
Path Entropy(↓):  0.616296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does marjoe gortner appear in
Start Entity:     Marjoe Gortner
Gold Answer:      [['Starcrash', 'The Food of the Gods']]
Predicted Ans:    Starcrash
Predicted Path:   Marjoe Gortner --[(INV) starred_actors]--> Starcrash --[starred_actors]--> Marjoe Gortner --[(INV) starred_actors]--> Starcrash
Path (Raw):       Marjoe Gortner --[(INV) starred_actors]--> Starcrash --[starred_actors]--> Marjoe Gortner --[(INV) starred_actors]--> Starcrash
Neg LogProb(↓):   0.021167
Path Entropy(↓):  0.105543
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in sunshine
Start Entity:     Sunshine
Gold Answer:      [['Jennifer Ehle', 'Ralph Fiennes', 'Rachel Weisz', 'Rosemary Harris']]
Predicted Ans:    Michelle Yeoh
Predicted Path:   Sunshine --[starred_actors]--> Michelle Yeoh --[(INV) starred_actors]--> Wing Chun --[starred_actors]--> Michelle Yeoh
Path (Raw):       Sunshine --[starred_actors]--> Michelle Yeoh --[(INV) starred_actors]--> Wing Chun --[starred_actors]--> Michelle Yeoh
Neg LogProb(↓):   0.619839
Path Entropy(↓):  1.452099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the language spoken in the movie nicholas and alexandra
Start Entity:     Nicholas and Alexandra
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Nicholas and Alexandra --[in_language]--> Russian --[(INV) in_language]--> Command Performance --[in_language]--> Russian
Path (Raw):       Nicholas and Alexandra --[in_language]--> Russian --[(INV) in_language]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.442394
Path Entropy(↓):  1.093597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of gremlins were directed by who
Start Entity:     Gremlins
Gold Answer:      [['Barry Levinson', 'James Foley', 'Richard Donner', 'Joe Roth', 'Chris Columbus', 'Norman René']]
Predicted Ans:    Chris Columbus
Predicted Path:   Gremlins --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months --[directed_by]--> Chris Columbus
Path (Raw):       Gremlins --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months --[directed_by]--> Chris Columbus
Neg LogProb(↓):   0.158825
Path Entropy(↓):  0.651428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with the iron horse in
Start Entity:     The Iron Horse
Gold Answer:      [['Welsh', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   The Iron Horse --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The Iron Horse --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.018958
Path Entropy(↓):  0.095337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of night and fog
Start Entity:     Night and Fog
Gold Answer:      [['John Gielgud', 'Pierre Arditi', 'David Warner', 'Ingrid Thulin', 'Yves Montand', 'Ellen Burstyn', 'Sabine Azéma', 'Geneviève Bujold', 'André Dussollier', 'Dirk Bogarde']]
Predicted Ans:    Sabine Azéma
Predicted Path:   Night and Fog --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[starred_actors]--> Sabine Azéma
Path (Raw):       Night and Fog --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[starred_actors]--> Sabine Azéma
Neg LogProb(↓):   0.026587
Path Entropy(↓):  0.159028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by william blinn
Start Entity:     William Blinn
Gold Answer:      [['Prince', 'Jack Warden', 'Billy Dee Williams', 'Apollonia Kotero', 'James Caan']]
Predicted Ans:    Prince
Predicted Path:   William Blinn --[(INV) written_by]--> Purple Rain --[starred_actors]--> Prince
Path (Raw):       William Blinn --[No Operation]--> William Blinn --[(INV) written_by]--> Purple Rain --[starred_actors]--> Prince
Neg LogProb(↓):   0.000147
Path Entropy(↓):  0.001536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by jutta hoffmann
Start Entity:     Jutta Hoffmann
Gold Answer:      [['Katja von Garnier', 'Barry Levinson']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Jutta Hoffmann --[(INV) starred_actors]--> Bandits --[directed_by]--> Katja von Garnier
Path (Raw):       Jutta Hoffmann --[No Operation]--> Jutta Hoffmann --[(INV) starred_actors]--> Bandits --[directed_by]--> Katja von Garnier
Neg LogProb(↓):   0.183510
Path Entropy(↓):  0.452152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of o. j. simpson starred movies
Start Entity:     O.J. Simpson
Gold Answer:      [['Michael Winner']]
Predicted Ans:    Michael Winner
Predicted Path:   O.J. Simpson --[(INV) starred_actors]--> Firepower --[written_by]--> Michael Winner
Path (Raw):       O.J. Simpson --[No Operation]--> O.J. Simpson --[(INV) starred_actors]--> Firepower --[written_by]--> Michael Winner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by children of nature screenwriters
Start Entity:     Children of Nature
Gold Answer:      [['Icelandic', 'English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Children of Nature --[written_by]--> Friðrik Þór Friðriksson --[(INV) written_by]--> Cold Fever --[in_language]--> Japanese
Path (Raw):       Children of Nature --[written_by]--> Friðrik Þór Friðriksson --[(INV) written_by]--> Cold Fever --[in_language]--> Japanese
Neg LogProb(↓):   1.120008
Path Entropy(↓):  1.501394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the mangler
Start Entity:     The Mangler
Gold Answer:      [['Brett Leonard', 'Paul Michael Glaser', 'Taylor Hackford', 'Tobe Hooper', 'Lewis Teague', 'Stanley Kubrick', 'Donald P. Borchers', 'Mikael Håfström', 'Lawrence Kasdan', 'Michael Gornick', 'David Koepp', 'John Carpenter', 'Scott Hicks', 'George A. Romero', 'Tom Holland', 'Bryan Singer', 'David Cronenberg', 'Marcus Nispel', 'Mark Pavia', 'Ralph S. Singleton', 'Mary Lambert', 'Mick Garris', 'Frank Darabont', 'Stephen King', 'Mark L. Lester', 'William Wyler', 'Fritz Kiersch', 'Brian De Palma', 'Rob Reiner']]
Predicted Ans:    George A. Romero
Predicted Path:   The Mangler --[written_by]--> Stephen King --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Path (Raw):       The Mangler --[written_by]--> Stephen King --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Neg LogProb(↓):   1.383769
Path Entropy(↓):  1.995467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie showtime
Start Entity:     Showtime
Gold Answer:      [['Walter Hill', 'Steve Martin', 'Priscilla Chapman', 'John Hartwell', 'Michael Mann', 'David Sheffield', 'Jake LaMotta', 'David Mamet', 'Roger Spottiswoode', 'Michael Cimino', 'Deric Washburn', 'Louis Garfinkle', 'Quinn K. Redeker', 'Kenneth Lonergan', 'Rodrigo Cortés', 'William Hjortsberg', 'Greg Glienna', 'Mary Ruth Clarke', 'Jim Herzfeld', 'Georges Simenon', 'Gary Trousdale', 'Bill Richmond', 'Tonino Guerra', 'Massimo De Rita', 'David Berenbaum', 'Kario Salem', 'Daniel E. Taylor', 'Charles McKeown', 'Art Linson', 'Andrew Adamson', 'Conrad Vernon', 'Geoff Rodkey', 'James Mangold', 'Scott McPherson', 'Martin Scorsese', 'Mardik Martin', 'Nicholas Pileggi', 'Robert Bolt', 'Giuseppe Tornatore', 'Steven E. de Souza', 'Alan Glynn', 'Gerald Kersh', 'John D. MacDonald', 'Bernardo Bertolucci', 'Joel Schumacher', 'Bill Condon', 'Hugh Lofting', 'Chazz Palminteri', 'Justin Zackham', 'Karine Sudan', 'Mark Harris', 'Cédric Kahn', 'Oliver Sacks', 'Stephen Metcalfe', 'Tom Eyen', 'Ranulph Fiennes', 'Hilary Henkin', 'Larry Beinhart', 'Joan Didion', 'John Gregory Dunne', 'Gregory Widen', 'Larry Gross', 'Luc Besson', 'David O. Russell', 'Nick Flynn', 'Peter Tolan', 'Jerry Lewis', 'F. Scott Fitzgerald', 'Ranald MacDougall', 'James Russo', 'Alan Parker', 'Peter Abrahams', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Sergio Leone', 'Ted Griffin', 'Paul Schrader', 'Paul Morrissey', 'William Steig', 'Albert Husson', 'Brian De Palma', 'Richard Price', 'Mary Shelley', 'Kirk Jones', 'Tom Stoppard', 'J.D. Zeik', 'Eddie Murphy', 'Tobias Wolff', 'Matthew Quick', 'Barry W. Blaustein', 'Ettore Scola', 'Tonino Benacquista', 'Terry Gilliam', 'Vernon Lynch', 'James R. Webb', 'Harold Ramis', 'John Hamburg', 'Rob Greenberg', 'Evan Daugherty', 'Bill Corbett', 'Larry Levin', 'Robert Rodriguez', 'Edward Anderson', 'Harold Pinter', 'Irwin Winkler', 'David Grovic', 'Paul Conway', 'Bob Randall']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Showtime --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Martin Scorsese
Path (Raw):       Showtime --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Martin Scorsese
Neg LogProb(↓):   0.632885
Path Entropy(↓):  1.888646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of the story of us
Start Entity:     The Story of Us
Gold Answer:      [['A Few Good Men', 'Misery', 'And So It Goes', 'North', 'The Bucket List', 'When Harry Met Sally...', 'Rumor Has It...', 'Flipped', 'The American President', 'Ghosts of Mississippi', 'The Sure Thing', 'The Magic of Belle Isle', 'Stand by Me', 'The Princess Bride']]
Predicted Ans:    Rumor Has It...
Predicted Path:   The Story of Us --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It...
Path (Raw):       The Story of Us --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[No Operation]--> Rumor Has It...
Neg LogProb(↓):   0.159543
Path Entropy(↓):  0.558320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by michael tiddes release
Start Entity:     Michael Tiddes
Gold Answer:      [['2014', '2013']]
Predicted Ans:    2014
Predicted Path:   Michael Tiddes --[(INV) directed_by]--> A Haunted House 2 --[release_year]--> 2014
Path (Raw):       Michael Tiddes --[No Operation]--> Michael Tiddes --[(INV) directed_by]--> A Haunted House 2 --[release_year]--> 2014
Neg LogProb(↓):   0.144128
Path Entropy(↓):  0.394337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of killing season also starred in which films
Start Entity:     Killing Season
Gold Answer:      [['Cop Land', 'The Fan', 'Flawless', 'Get Shorty', 'A Bronx Tale', 'Little Fockers', 'Raging Bull', 'Midnight Run', 'Grease', 'Moment by Moment', 'Hi, Mom!', 'Blow Out', 'The Deer Hunter', "Look Who's Talking", 'Casino', 'New York, New York', 'Swordfish', 'Eyes of an Angel', 'Showtime', 'Angel Heart', 'Meet the Parents', 'Grudge Match', 'Face/Off', 'The King of Comedy', "Everybody's Fine", 'Red Lights', 'Guilty by Suspicion', 'The Score', 'Primary Colors', 'Brazil', 'The Last Tycoon', '15 Minutes', "Marvin's Room", 'Mean Streets', 'Heat', 'Goodfellas', 'Righteous Kill', 'Pulp Fiction', 'Machete', 'Bolt', 'Broken Arrow', 'Limitless', 'Domestic Disturbance', 'Battlefield Earth', 'Night and the City', 'Cape Fear', 'From Paris with Love', 'Michael', 'City by the Sea', 'Wild Hogs', 'The Big Wedding', 'Bang the Drum Slowly', 'Shark Tale', 'Awakenings', 'Jacknife', 'Killer Elite', 'Wag the Dog', 'Saturday Night Fever', 'True Confessions', 'Staying Alive', 'The Family', 'Being Flynn', 'Urban Cowboy', "White Man's Burden", "Look Who's Talking Too", 'Greetings', 'Two of a Kind', 'Phenomenon', 'Old Dogs', 'Mad Dog and Glory', "Look Who's Talking Now", 'The Experts', "We're No Angels", 'Stone', 'Analyze This', "She's So Lovely", '1900', "Mary Shelley's Frankenstein", 'Backdraft', 'What Just Happened', 'Falling in Love', 'Once Upon a Time in America', 'Ronin', "This Boy's Life", 'Mad City', 'Silver Linings Playbook', "The General's Daughter", 'A Civil Action', 'Be Cool', 'Last Vegas', 'Ladder 49', 'Meet the Fockers', 'Hide and Seek', 'Men of Honor', 'Basic', 'Shout', 'Analyze That', 'The Bag Man', 'The Mission']]
Predicted Ans:    Goodfellas
Predicted Path:   Killing Season --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas
Path (Raw):       Killing Season --[starred_actors]--> Robert De Niro --[No Operation]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas
Neg LogProb(↓):   1.282061
Path Entropy(↓):  3.031084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie urban justice
Start Entity:     Urban Justice
Gold Answer:      [['Michael Oblowitz', 'Dean Semler', 'Don Michael Paul', 'Aaron Seltzer', 'Dave Meyers', 'Johan Grimonprez', 'Roland Emmerich', 'Ethan Maniquis', 'Albert Pyun', 'Félix Enríquez Alcalá', 'Robert Townsend', 'Don E. FauntLeRoy', 'mink', 'Andrzej Bartkowiak', 'Steven Seagal', 'Michael Curtiz', 'Anthony Hickox', 'Andrew Davis', 'Preston A. Whitmore II', 'Alexander Gruszynski', 'Bruce Malmuth', 'Dwight H. Little', 'Keoni Waxman', 'Robert Parrish', 'Roel Reiné', 'John Flynn', 'Richard Crudo', 'Malcolm D. Lee', 'Michael Keusch', 'John Gray', 'Robert Rodriguez', 'Lauro Chartrand', 'Stuart Baird']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Urban Justice --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[directed_by]--> Michael Curtiz
Path (Raw):       Urban Justice --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   1.493825
Path Entropy(↓):  0.965579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the awful truth
Start Entity:     The Awful Truth
Gold Answer:      [['Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Dudley Nichols', 'Matthew Josephson', 'Bouck White', 'Dorothy Parker', 'Robert Towne', 'Norman Panama', 'Dale Van Every', 'Melville Shavelson', 'Curt Goetz', 'Leo Townsend', 'Donald Ogden Stewart', 'Nunnally Johnson', 'Rudyard Kipling', 'Stanley Shapiro', 'Ben Hecht', 'Charles MacArthur', 'Julius J. Epstein', 'Philip G. Epstein', 'Henri Rochard', 'David Dodge', 'Anne Parrish', 'Martin Scorsese', 'George Tabori', 'Warren Beatty', "George O'Neil", 'Harvey Fergusson', 'Jack Jevne', 'Eddie Moran', 'Leonardo Bercovici', 'Joel Sayre', 'Steve Fisher', 'John Michael Hayes', 'Charles Hoffman', 'Melvin Frank', 'Oscar Hammerstein II', 'Hugh Williams', 'Richard Brooks', 'Marc Behm', 'Joseph L. Mankiewicz', 'Robert E. Sherwood', 'Elizabeth Page', 'Philip Barry', 'Eric Hodgins', 'Clarence Day', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Alice Duer Miller', 'Charles Lederer', 'Sidney Buchman', 'Ingmar Bergman', 'Edna Ferber', 'Alfred Lewis Levitt', 'Fred Guiol', 'Margaret Landon', 'Sidney Harmon', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Jules Furthman', 'Herbert Baker', 'Margaret Vyner', 'Bessie Breuer', 'Don Hartman', 'Theodore Bonnet', 'Joseph Stone', 'John Bright', 'Edward Anhalt', 'Mildred Cram', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'C.S. Forester', 'Will B. Johnstone', 'Edna Anhalt', 'Edith Wharton', 'Howard Estabrook', 'Maurice Richlin', 'Peter Stone', 'Leo McCarey', 'Mae West', 'Dalton Trumbo', 'Paul King', 'Eric Hatch', 'Compton MacKenzie', 'Morrie Ryskind', 'Norman Krasna', 'Martha Cheavens', 'Harvey F. Thew', 'Mary McCarthy']]
Predicted Ans:    Henri Rochard
Predicted Path:   The Awful Truth --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[written_by]--> Henri Rochard
Path (Raw):       The Awful Truth --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[written_by]--> Henri Rochard
Neg LogProb(↓):   1.696717
Path Entropy(↓):  2.425806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in welcome mr. marshall!
Start Entity:     Welcome Mr. Marshall!
Gold Answer:      [['Manolo Morán']]
Predicted Ans:    Manolo Morán
Predicted Path:   Welcome Mr. Marshall! --[starred_actors]--> Manolo Morán --[(INV) starred_actors]--> Welcome Mr. Marshall! --[starred_actors]--> Manolo Morán
Path (Raw):       Welcome Mr. Marshall! --[starred_actors]--> Manolo Morán --[(INV) starred_actors]--> Welcome Mr. Marshall! --[starred_actors]--> Manolo Morán
Neg LogProb(↓):   0.000062
Path Entropy(↓):  0.000670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of and starring pancho villa as himself
Start Entity:     And Starring Pancho Villa as Himself
Gold Answer:      [['Larry Gelbart']]
Predicted Ans:    Antonio Banderas
Predicted Path:   And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart --[(INV) written_by]--> And Starring Pancho Villa as Himself --[starred_actors]--> Antonio Banderas
Path (Raw):       And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart --[(INV) written_by]--> And Starring Pancho Villa as Himself --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.350675
Path Entropy(↓):  0.985608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of a grand day out
Start Entity:     A Grand Day Out
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   A Grand Day Out --[release_year]--> 1989 --[(INV) release_year]--> Cannibal Women in the Avocado Jungle of Death --[release_year]--> 1989
Path (Raw):       A Grand Day Out --[release_year]--> 1989 --[(INV) release_year]--> Cannibal Women in the Avocado Jungle of Death --[release_year]--> 1989
Neg LogProb(↓):   2.676253
Path Entropy(↓):  3.916612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by jaime gomez
Start Entity:     Jaime Gomez
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Jaime Gomez --[(INV) starred_actors]--> Gabriela --[has_genre]--> Romance
Path (Raw):       Jaime Gomez --[No Operation]--> Jaime Gomez --[(INV) starred_actors]--> Gabriela --[has_genre]--> Romance
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by one day actors
Start Entity:     One Day
Gold Answer:      [['Tonga', 'French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   One Day --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       One Day --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.013001
Path Entropy(↓):  0.074932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was javier fesser the writer of
Start Entity:     Javier Fesser
Gold Answer:      [['Camino']]
Predicted Ans:    Camino
Predicted Path:   Javier Fesser --[(INV) written_by]--> Camino --[written_by]--> Javier Fesser --[(INV) written_by]--> Camino
Path (Raw):       Javier Fesser --[(INV) written_by]--> Camino --[written_by]--> Javier Fesser --[(INV) written_by]--> Camino
Neg LogProb(↓):   0.057694
Path Entropy(↓):  0.219208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by five easy pieces writers
Start Entity:     Five Easy Pieces
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Five Easy Pieces --[written_by]--> Carole Eastman --[(INV) written_by]--> Five Easy Pieces --[has_genre]--> Drama
Path (Raw):       Five Easy Pieces --[written_by]--> Carole Eastman --[(INV) written_by]--> Five Easy Pieces --[has_genre]--> Drama
Neg LogProb(↓):   0.650460
Path Entropy(↓):  1.233009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by steven mackintosh fall under
Start Entity:     Steven Mackintosh
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Tony Marchant
Predicted Path:   Steven Mackintosh --[(INV) starred_actors]--> Different for Girls --[written_by]--> Tony Marchant
Path (Raw):       Steven Mackintosh --[No Operation]--> Steven Mackintosh --[(INV) starred_actors]--> Different for Girls --[written_by]--> Tony Marchant
Neg LogProb(↓):   0.029199
Path Entropy(↓):  0.149957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies starred by where the money is actors release
Start Entity:     Where the Money Is
Gold Answer:      [['1970', '1946', '2008', '1959', '2006', '1985', '1967', '1979', '1974', '1977', '2007', '1998', '1963', '2010', '1982', '1973', '1994', '1956', '1995', '1976', '1972', '1989', '1996', '1981', '1961', '2011', '1986', '1962', '1988', '2000', '1964', '1997', '1975', '1966', '1960', '2005', '1991', '1999', '1969', '1958']]
Predicted Ans:    1958
Predicted Path:   Where the Money Is --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       Where the Money Is --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   0.665380
Path Entropy(↓):  2.238199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by saboteur actors
Start Entity:     Saboteur
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Saboteur --[starred_actors]--> Robert Cummings --[(INV) starred_actors]--> Dial M for Murder --[in_language]--> English
Path (Raw):       Saboteur --[starred_actors]--> Robert Cummings --[(INV) starred_actors]--> Dial M for Murder --[in_language]--> English
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by marek kondrat
Start Entity:     Marek Kondrat
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marek Kondrat --[(INV) starred_actors]--> Day of the Wacko --[has_genre]--> Comedy
Path (Raw):       Marek Kondrat --[No Operation]--> Marek Kondrat --[(INV) starred_actors]--> Day of the Wacko --[has_genre]--> Comedy
Neg LogProb(↓):   0.381782
Path Entropy(↓):  0.624860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by jurgen prochnow
Start Entity:     Jürgen Prochnow
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Jürgen Prochnow --[(INV) starred_actors]--> Das Boot --[in_language]--> German
Path (Raw):       Jürgen Prochnow --[No Operation]--> Jürgen Prochnow --[(INV) starred_actors]--> Das Boot --[in_language]--> German
Neg LogProb(↓):   0.000920
Path Entropy(↓):  0.007477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jonathan pryce were released in which years
Start Entity:     Jonathan Pryce
Gold Answer:      [['1983', '2001', '1989', '1996', '1985', '1994', '1999', '1986', '2011']]
Predicted Ans:    1985
Predicted Path:   Jonathan Pryce --[(INV) starred_actors]--> Brazil --[release_year]--> 1985
Path (Raw):       Jonathan Pryce --[No Operation]--> Jonathan Pryce --[(INV) starred_actors]--> Brazil --[release_year]--> 1985
Neg LogProb(↓):   0.537179
Path Entropy(↓):  0.998854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the painted skin director
Start Entity:     Painted Skin
Gold Answer:      [['Gordon Chan']]
Predicted Ans:    Gordon Chan
Predicted Path:   Painted Skin --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[written_by]--> Gordon Chan
Path (Raw):       Painted Skin --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[written_by]--> Gordon Chan
Neg LogProb(↓):   0.002837
Path Entropy(↓):  0.020891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of mommy
Start Entity:     Mommy
Gold Answer:      [['2012', '2013', '2009', '2010']]
Predicted Ans:    2014
Predicted Path:   Mommy --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy --[release_year]--> 2014
Path (Raw):       Mommy --[written_by]--> Xavier Dolan --[(INV) written_by]--> Mommy --[release_year]--> 2014
Neg LogProb(↓):   0.431610
Path Entropy(↓):  0.761737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by paul haggis were in which genres
Start Entity:     Paul Haggis
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Paul Haggis --[(INV) directed_by]--> Crash --[has_genre]--> Drama
Path (Raw):       Paul Haggis --[No Operation]--> Paul Haggis --[(INV) directed_by]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.001703
Path Entropy(↓):  0.014060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by dan castellaneta
Start Entity:     Dan Castellaneta
Gold Answer:      [['David Silverman']]
Predicted Ans:    David Silverman
Predicted Path:   Dan Castellaneta --[(INV) starred_actors]--> The Simpsons Movie --[directed_by]--> David Silverman
Path (Raw):       Dan Castellaneta --[No Operation]--> Dan Castellaneta --[(INV) starred_actors]--> The Simpsons Movie --[directed_by]--> David Silverman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by robert kurtzman
Start Entity:     Robert Kurtzman
Gold Answer:      [['Andrew Divoff', 'Tammy Lauren', 'Erin Brown']]
Predicted Ans:    Andrew Divoff
Predicted Path:   Robert Kurtzman --[(INV) directed_by]--> The Rage --[starred_actors]--> Andrew Divoff
Path (Raw):       Robert Kurtzman --[No Operation]--> Robert Kurtzman --[(INV) directed_by]--> The Rage --[starred_actors]--> Andrew Divoff
Neg LogProb(↓):   0.020902
Path Entropy(↓):  0.115470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by thea von harbou
Start Entity:     Thea von Harbou
Gold Answer:      [['Drama', 'Animation', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Thea von Harbou --[(INV) written_by]--> M --[has_genre]--> Drama
Path (Raw):       Thea von Harbou --[No Operation]--> Thea von Harbou --[(INV) written_by]--> M --[has_genre]--> Drama
Neg LogProb(↓):   0.279335
Path Entropy(↓):  0.611589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by three smart girls grow up actors
Start Entity:     Three Smart Girls Grow Up
Gold Answer:      [['Matteo Garrone', 'Robert Siodmak', 'Frank Ryan', 'Joe May', 'Irving Pichel', 'Henry Koster', 'Charles David', 'William Beaudine']]
Predicted Ans:    Henry Koster
Predicted Path:   Three Smart Girls Grow Up --[starred_actors]--> Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[directed_by]--> Henry Koster
Path (Raw):       Three Smart Girls Grow Up --[starred_actors]--> Deanna Durbin --[(INV) starred_actors]--> Three Smart Girls Grow Up --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.618040
Path Entropy(↓):  1.188782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in trapped in paradise
Start Entity:     Trapped in Paradise
Gold Answer:      [['Thai']]
Predicted Ans:    george gallo
Predicted Path:   Trapped in Paradise --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_tags]--> george gallo
Path (Raw):       Trapped in Paradise --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_tags]--> george gallo
Neg LogProb(↓):   0.097071
Path Entropy(↓):  0.353681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of chris radant written films
Start Entity:     Chris Radant
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Chris Radant --[(INV) written_by]--> Home for the Holidays --[release_year]--> 1995
Path (Raw):       Chris Radant --[No Operation]--> Chris Radant --[(INV) written_by]--> Home for the Holidays --[release_year]--> 1995
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by harry kleiner starred who
Start Entity:     Harry Kleiner
Gold Answer:      [['Stephen Boyd', 'Harry Belafonte', 'Robert Vaughn', 'Dorothy Dandridge', 'Raquel Welch', "Edmond O'Brien", 'Donald Pleasence', 'Steve McQueen', 'Jacqueline Bisset']]
Predicted Ans:    Jacqueline Bisset
Predicted Path:   Harry Kleiner --[(INV) written_by]--> Bullitt --[starred_actors]--> Jacqueline Bisset
Path (Raw):       Harry Kleiner --[No Operation]--> Harry Kleiner --[(INV) written_by]--> Bullitt --[starred_actors]--> Jacqueline Bisset
Neg LogProb(↓):   0.843829
Path Entropy(↓):  1.204078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with western union fall under
Start Entity:     Western Union
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Western Union --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Path (Raw):       Western Union --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Neg LogProb(↓):   0.216927
Path Entropy(↓):  0.847167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is outlaw blues
Start Entity:     Outlaw Blues
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Outlaw Blues --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Outlaw Blues --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.291126
Path Entropy(↓):  4.520176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by steven silver were written by who
Start Entity:     Steven Silver
Gold Answer:      [['João Silva', 'Greg Marinovich']]
Predicted Ans:    Steven Silver
Predicted Path:   Steven Silver --[(INV) directed_by]--> The Bang Bang Club --[written_by]--> Steven Silver
Path (Raw):       Steven Silver --[No Operation]--> Steven Silver --[(INV) directed_by]--> The Bang Bang Club --[written_by]--> Steven Silver
Neg LogProb(↓):   0.065649
Path Entropy(↓):  0.286488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same actor of kill list
Start Entity:     Kill List
Gold Answer:      [['Open Windows']]
Predicted Ans:    Kill List
Predicted Path:   Kill List --[starred_actors]--> MyAnna Buring --[(INV) starred_actors]--> Kill List
Path (Raw):       Kill List --[starred_actors]--> MyAnna Buring --[No Operation]--> MyAnna Buring --[(INV) starred_actors]--> Kill List
Neg LogProb(↓):   0.056198
Path Entropy(↓):  0.219853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the films manrape are written by who
Start Entity:     Manrape
Gold Answer:      [['Jörn Donner']]
Predicted Ans:    Jörn Donner
Predicted Path:   Manrape --[directed_by]--> Jörn Donner --[(INV) directed_by]--> Black on White --[written_by]--> Jörn Donner
Path (Raw):       Manrape --[directed_by]--> Jörn Donner --[(INV) directed_by]--> Black on White --[written_by]--> Jörn Donner
Neg LogProb(↓):   0.000433
Path Entropy(↓):  0.003837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by andy hedden
Start Entity:     Andy Hedden
Gold Answer:      [['Jesse Bradford', 'Michael Biehn', 'French Stewart', 'Paula Garcés']]
Predicted Ans:    Michael Biehn
Predicted Path:   Andy Hedden --[(INV) written_by]--> Clockstoppers --[starred_actors]--> Michael Biehn
Path (Raw):       Andy Hedden --[No Operation]--> Andy Hedden --[(INV) written_by]--> Clockstoppers --[starred_actors]--> Michael Biehn
Neg LogProb(↓):   0.713717
Path Entropy(↓):  0.953863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by love and pain and the whole damn thing actors
Start Entity:     Love and Pain and the Whole Damn Thing
Gold Answer:      [['Ronald Neame', 'Dustin Hoffman', 'Stuart Burge', 'Peter Bogdanovich', 'Robert Altman', 'John Madden', 'Richard Loncraine', 'Emile Ardolino', 'John Ford', 'Vladimir Grammatikov', 'Hugh Wilson', 'Jack Cardiff', 'Herbert Ross', 'Dalton Trumbo', 'Israel Horovitz', 'James Goldstone', 'Oliver Parker', 'Jack Clayton', 'Orson Welles', 'Jack Starrett', 'Julian Fellowes', 'James Bridges']]
Predicted Ans:    Alan J. Pakula
Predicted Path:   Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[directed_by]--> Alan J. Pakula
Path (Raw):       Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[directed_by]--> Alan J. Pakula
Neg LogProb(↓):   0.943745
Path Entropy(↓):  1.974465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed step up
Start Entity:     Step Up
Gold Answer:      [['Mary Steenburgen', 'Sandra Bullock', 'Craig T. Nelson', 'Seth Rogen', 'Ryan Reynolds', 'Barbra Streisand']]
Predicted Ans:    Channing Tatum
Predicted Path:   Step Up --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[starred_actors]--> Channing Tatum
Path (Raw):       Step Up --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.096517
Path Entropy(↓):  0.365959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the mantrap director
Start Entity:     Mantrap
Gold Answer:      [['Upton Sinclair', 'Andrew Solt', 'Mack Crane', 'Caroline Francke', 'Talbot Jennings', 'Wilson Collison', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Claudine West', 'Frank Wead', 'Pearl S. Buck', 'Maxwell Anderson', 'Gillian Slovo', 'Tess Slesinger', 'Noel Langley', 'Rudyard Kipling', 'Dalton Trumbo', 'John Lee Mahin', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Sidney Howard', 'Margaret Mitchell', 'Clara Beranger', 'Jules Furthman', 'L. Frank Baum', 'Edgar Allan Woolf', 'Florence Ryerson']]
Predicted Ans:    John Lee Mahin
Predicted Path:   Mantrap --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> John Lee Mahin
Path (Raw):       Mantrap --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> John Lee Mahin
Neg LogProb(↓):   1.454495
Path Entropy(↓):  1.887575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does aleksey batalov star in
Start Entity:     Aleksey Batalov
Gold Answer:      [['Moscow Does Not Believe in Tears']]
Predicted Ans:    Moscow Does Not Believe in Tears
Predicted Path:   Aleksey Batalov --[(INV) starred_actors]--> Moscow Does Not Believe in Tears --[starred_actors]--> Vera Alentova --[(INV) starred_actors]--> Moscow Does Not Believe in Tears
Path (Raw):       Aleksey Batalov --[(INV) starred_actors]--> Moscow Does Not Believe in Tears --[starred_actors]--> Vera Alentova --[(INV) starred_actors]--> Moscow Does Not Believe in Tears
Neg LogProb(↓):   0.258700
Path Entropy(↓):  0.536784
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did ellie wen write the story for
Start Entity:     Ellie Wen
Gold Answer:      [['White Frog']]
Predicted Ans:    White Frog
Predicted Path:   Ellie Wen --[(INV) written_by]--> White Frog --[written_by]--> Fabienne Wen --[(INV) written_by]--> White Frog
Path (Raw):       Ellie Wen --[(INV) written_by]--> White Frog --[written_by]--> Fabienne Wen --[(INV) written_by]--> White Frog
Neg LogProb(↓):   0.004124
Path Entropy(↓):  0.026713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what the rose is about
Start Entity:     The Rose
Gold Answer:      [['bette midler', '1960s']]
Predicted Ans:    bette midler
Predicted Path:   The Rose --[has_tags]--> bette midler --[(INV) has_tags]--> Outrageous Fortune --[has_tags]--> bette midler
Path (Raw):       The Rose --[has_tags]--> bette midler --[(INV) has_tags]--> Outrageous Fortune --[has_tags]--> bette midler
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor dorothy burgess starred together with who
Start Entity:     Dorothy Burgess
Gold Answer:      [['Alexandra Stewart', 'Therese Giehse', 'Cathryn Harrison', 'Edmund Lowe', 'Jack Holt', 'Warner Baxter', 'Joe Dallesandro', 'Fay Wray']]
Predicted Ans:    Edmund Lowe
Predicted Path:   Dorothy Burgess --[(INV) starred_actors]--> In Old Arizona --[starred_actors]--> Edmund Lowe
Path (Raw):       Dorothy Burgess --[No Operation]--> Dorothy Burgess --[(INV) starred_actors]--> In Old Arizona --[starred_actors]--> Edmund Lowe
Neg LogProb(↓):   0.306129
Path Entropy(↓):  0.599939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by greg grunberg
Start Entity:     Greg Grunberg
Gold Answer:      [['Group Sex']]
Predicted Ans:    Group Sex
Predicted Path:   Greg Grunberg --[(INV) written_by]--> Group Sex --[written_by]--> Lawrence Trilling --[(INV) written_by]--> Group Sex
Path (Raw):       Greg Grunberg --[(INV) written_by]--> Group Sex --[written_by]--> Lawrence Trilling --[(INV) written_by]--> Group Sex
Neg LogProb(↓):   0.000432
Path Entropy(↓):  0.003780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with seems like old times
Start Entity:     Seems Like Old Times
Gold Answer:      [['The Out-of-Towners', 'California Suite', 'Plaza Suite', 'The Lonely Guy', 'Murder by Death', 'The Marrying Man', 'The Sunshine Boys', 'Brighton Beach Memoirs', 'The Heartbreak Kid', 'After the Fox', 'The Cheap Detective', 'Sweet Charity', 'Lost in Yonkers', 'Chapter Two', 'The Goodbye Girl', 'The Odd Couple II', 'The Odd Couple', 'Last of the Red Hot Lovers', 'Barefoot in the Park', 'Only When I Laugh', 'Come Blow Your Horn', "The Slugger's Wife", 'Biloxi Blues', 'Max Dugan Returns']]
Predicted Ans:    After the Fox
Predicted Path:   Seems Like Old Times --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox
Path (Raw):       Seems Like Old Times --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[No Operation]--> After the Fox
Neg LogProb(↓):   0.631690
Path Entropy(↓):  1.722568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed parenti serpenti
Start Entity:     Parenti serpenti
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Parenti serpenti --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Casanova 70 --[in_language]--> Italian
Path (Raw):       Parenti serpenti --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Casanova 70 --[in_language]--> Italian
Neg LogProb(↓):   0.206681
Path Entropy(↓):  0.582879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the end of love
Start Entity:     The End of Love
Gold Answer:      [['Amanda Seyfried', 'Mark Webber']]
Predicted Ans:    Mark Webber
Predicted Path:   The End of Love --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[starred_actors]--> Mark Webber
Path (Raw):       The End of Love --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[starred_actors]--> Mark Webber
Neg LogProb(↓):   0.257571
Path Entropy(↓):  0.674930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of hotel also wrote which movies
Start Entity:     Hotel
Gold Answer:      [['Zero Hour!', 'Timecode', 'Airport', 'Leaving Las Vegas', 'One Night Stand', 'Liebestraum', 'The Loss of Sexual Innocence', 'Stormy Monday']]
Predicted Ans:    The Loss of Sexual Innocence
Predicted Path:   Hotel --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence
Path (Raw):       Hotel --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence --[No Operation]--> The Loss of Sexual Innocence
Neg LogProb(↓):   0.651859
Path Entropy(↓):  1.222856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote golden gate
Start Entity:     Golden Gate
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Golden Gate --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[has_genre]--> Drama
Path (Raw):       Golden Gate --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[has_genre]--> Drama
Neg LogProb(↓):   0.001013
Path Entropy(↓):  0.007991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by timothy bottoms
Start Entity:     Timothy Bottoms
Gold Answer:      [['1976', '2007', '1971', '1973', '1987', '1977']]
Predicted Ans:    1971
Predicted Path:   Timothy Bottoms --[(INV) starred_actors]--> The Last Picture Show --[release_year]--> 1971
Path (Raw):       Timothy Bottoms --[No Operation]--> Timothy Bottoms --[(INV) starred_actors]--> The Last Picture Show --[release_year]--> 1971
Neg LogProb(↓):   0.837293
Path Entropy(↓):  1.338754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed slap shot
Start Entity:     Slap Shot
Gold Answer:      [['John Irving', 'James A. Michener', 'William Goldman', 'Steve Tesich', 'Tennessee Williams', 'George Roy Hill', 'Allan Burns', 'Stephen Geller', 'David S. Ward', 'Jay Cronley', 'Richard Morris', 'Nora Johnson', 'Lillian Hellman']]
Predicted Ans:    William Goldman
Predicted Path:   Slap Shot --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[written_by]--> William Goldman
Path (Raw):       Slap Shot --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[written_by]--> William Goldman
Neg LogProb(↓):   0.115985
Path Entropy(↓):  0.444619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the amazing spider - man are directed by who
Start Entity:     The Amazing Spider-Man
Gold Answer:      [['Dick Maas', 'Chris Sanders', 'Simon Wincer', 'Marc Webb', 'Bernard Rose', 'Barry Levinson', 'Roland Emmerich', 'Joe Mantegna', 'Ruben Fleischer', 'Mark Romanek', 'Roger Christian', 'Michel Gondry', 'Terry Gilliam', 'Ramin Bahrani', "Peter O'Fallon", 'Roger Michell', 'Ted Demme', 'Kevin Allen', 'Stephen Hopkins', 'John McTiernan', 'Denis Leary', 'Ralph Levy', 'John Crowley', 'Tate Taylor', 'Will Gluck', 'M. Night Shyamalan', 'Carlos Saldanha', 'Len Wiseman', 'Norman Jewison', 'Chris Wedge', 'Josef von Sternberg', 'Bill Bennett']]
Predicted Ans:    Simon Wincer
Predicted Path:   The Amazing Spider-Man --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Operation Dumbo Drop --[directed_by]--> Simon Wincer
Path (Raw):       The Amazing Spider-Man --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Operation Dumbo Drop --[directed_by]--> Simon Wincer
Neg LogProb(↓):   0.872167
Path Entropy(↓):  1.325178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie let sleeping corpses lie
Start Entity:     Let Sleeping Corpses Lie
Gold Answer:      [['Don Mankiewicz', 'Thomas T. Flynn', 'Baynard Kendrick', 'Frank Burt', 'Robert Buckner', 'Sinclair Lewis', 'Philip Yordan', 'Richard Brooks', 'Pär Lagerkvist', 'Alf Sjöberg', 'Horace McCoy', 'Claude Stanush', 'David Dortort']]
Predicted Ans:    Richard Brooks
Predicted Path:   Let Sleeping Corpses Lie --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Elmer Gantry --[written_by]--> Richard Brooks
Path (Raw):       Let Sleeping Corpses Lie --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Elmer Gantry --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.115813
Path Entropy(↓):  0.466031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter vern j. sneider co - wrote films with who
Start Entity:     Vern J. Sneider
Gold Answer:      [['John Patrick']]
Predicted Ans:    John Patrick
Predicted Path:   Vern J. Sneider --[(INV) written_by]--> The Teahouse of the August Moon --[written_by]--> John Patrick
Path (Raw):       Vern J. Sneider --[No Operation]--> Vern J. Sneider --[(INV) written_by]--> The Teahouse of the August Moon --[written_by]--> John Patrick
Neg LogProb(↓):   0.000113
Path Entropy(↓):  0.001162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by david leland
Start Entity:     David Leland
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David Leland --[(INV) directed_by]--> Wish You Were Here --[has_genre]--> Comedy
Path (Raw):       David Leland --[No Operation]--> David Leland --[(INV) directed_by]--> Wish You Were Here --[has_genre]--> Comedy
Neg LogProb(↓):   0.467580
Path Entropy(↓):  0.727947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the green pastures
Start Entity:     The Green Pastures
Gold Answer:      [['The Adventures of Huckleberry Finn']]
Predicted Ans:    The Adventures of Huckleberry Finn
Predicted Path:   The Green Pastures --[starred_actors]--> Rex Ingram --[(INV) starred_actors]--> The Adventures of Huckleberry Finn
Path (Raw):       The Green Pastures --[starred_actors]--> Rex Ingram --[No Operation]--> Rex Ingram --[(INV) starred_actors]--> The Adventures of Huckleberry Finn
Neg LogProb(↓):   0.075397
Path Entropy(↓):  0.308449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film smokin'aces were released in which years
Start Entity:     Smokin' Aces
Gold Answer:      [['1998', '2011', '2002', '2010']]
Predicted Ans:    2006
Predicted Path:   Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Smokin' Aces --[release_year]--> 2006
Path (Raw):       Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Smokin' Aces --[release_year]--> 2006
Neg LogProb(↓):   0.346417
Path Entropy(↓):  0.987189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which topics is the expendables 3 about
Start Entity:     The Expendables 3
Gold Answer:      [['jason statham', 'arnold schwarzenegger', 'antonio banderas', 'sylvester stallone', 'mel gibson']]
Predicted Ans:    sylvester stallone
Predicted Path:   The Expendables 3 --[has_tags]--> sylvester stallone --[(INV) has_tags]--> Rambo --[has_tags]--> sylvester stallone
Path (Raw):       The Expendables 3 --[has_tags]--> sylvester stallone --[(INV) has_tags]--> Rambo --[has_tags]--> sylvester stallone
Neg LogProb(↓):   0.685485
Path Entropy(↓):  0.742070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of autumn ball
Start Entity:     Autumn Ball
Gold Answer:      [['Veiko Õunpuu']]
Predicted Ans:    Veiko Õunpuu
Predicted Path:   Autumn Ball --[written_by]--> Veiko Õunpuu --[(INV) written_by]--> The Temptation of St. Tony --[directed_by]--> Veiko Õunpuu
Path (Raw):       Autumn Ball --[written_by]--> Veiko Õunpuu --[(INV) written_by]--> The Temptation of St. Tony --[directed_by]--> Veiko Õunpuu
Neg LogProb(↓):   0.000291
Path Entropy(↓):  0.002898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was mulholland drive written by
Start Entity:     Mulholland Drive
Gold Answer:      [['David Lynch']]
Predicted Ans:    David Lynch
Predicted Path:   Mulholland Drive --[written_by]--> David Lynch --[(INV) written_by]--> Blue Velvet --[written_by]--> David Lynch
Path (Raw):       Mulholland Drive --[written_by]--> David Lynch --[(INV) written_by]--> Blue Velvet --[written_by]--> David Lynch
Neg LogProb(↓):   0.924342
Path Entropy(↓):  1.320505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the death race 2 director release
Start Entity:     Death Race 2
Gold Answer:      [['2008', '2013']]
Predicted Ans:    2008
Predicted Path:   Death Race 2 --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Pistol Whipped --[release_year]--> 2008
Path (Raw):       Death Race 2 --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Pistol Whipped --[release_year]--> 2008
Neg LogProb(↓):   0.256676
Path Entropy(↓):  0.665226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by eduardo mignogna
Start Entity:     Eduardo Mignogna
Gold Answer:      [['Richard Burton', 'Claudette Colbert', 'Henry Wilcoxon', 'Norma Aleandro', 'Héctor Alterio', 'Warren William', 'Elizabeth Taylor', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Rex Harrison']]
Predicted Ans:    Claudette Colbert
Predicted Path:   Eduardo Mignogna --[(INV) written_by]--> Cleopatra --[starred_actors]--> Claudette Colbert
Path (Raw):       Eduardo Mignogna --[No Operation]--> Eduardo Mignogna --[(INV) written_by]--> Cleopatra --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   0.078305
Path Entropy(↓):  0.381696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by kumi mizuno release
Start Entity:     Kumi Mizuno
Gold Answer:      [['1966', '1965']]
Predicted Ans:    1966
Predicted Path:   Kumi Mizuno --[(INV) starred_actors]--> The War of the Gargantuas --[release_year]--> 1966
Path (Raw):       Kumi Mizuno --[No Operation]--> Kumi Mizuno --[(INV) starred_actors]--> The War of the Gargantuas --[release_year]--> 1966
Neg LogProb(↓):   0.260307
Path Entropy(↓):  0.538290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of anthony burgess
Start Entity:     Anthony Burgess
Gold Answer:      [['Stanley Kubrick']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Anthony Burgess --[(INV) written_by]--> A Clockwork Orange --[written_by]--> Stanley Kubrick
Path (Raw):       Anthony Burgess --[No Operation]--> Anthony Burgess --[(INV) written_by]--> A Clockwork Orange --[written_by]--> Stanley Kubrick
Neg LogProb(↓):   0.000112
Path Entropy(↓):  0.001127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the black dahlia in
Start Entity:     The Black Dahlia
Gold Answer:      [['French', 'English', 'Hungarian', 'Norwegian', 'Japanese', 'Korean', 'Russian', 'German']]
Predicted Ans:    Korean
Predicted Path:   The Black Dahlia --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Olympus Has Fallen --[in_language]--> Korean
Path (Raw):       The Black Dahlia --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Olympus Has Fallen --[in_language]--> Korean
Neg LogProb(↓):   0.482067
Path Entropy(↓):  0.757964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of breakin'all the rules
Start Entity:     Breakin' All the Rules
Gold Answer:      [['2008', '2000', '1997']]
Predicted Ans:    1997
Predicted Path:   Breakin' All the Rules --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[release_year]--> 1997
Path (Raw):       Breakin' All the Rules --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[release_year]--> 1997
Neg LogProb(↓):   0.416648
Path Entropy(↓):  0.978129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in better than sex
Start Entity:     Better Than Sex
Gold Answer:      [['Susie Porter', 'David Wenham']]
Predicted Ans:    David Wenham
Predicted Path:   Better Than Sex --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust --[starred_actors]--> David Wenham
Path (Raw):       Better Than Sex --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust --[starred_actors]--> David Wenham
Neg LogProb(↓):   0.526783
Path Entropy(↓):  0.813806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film stuart saves his family were released in which years
Start Entity:     Stuart Saves His Family
Gold Answer:      [['1983', '1980', '2000', '2009', '2005', '1993', '1996', '1999', '1967', '2002', '1986']]
Predicted Ans:    2002
Predicted Path:   Stuart Saves His Family --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Path (Raw):       Stuart Saves His Family --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Neg LogProb(↓):   0.739123
Path Entropy(↓):  1.357474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by cassandra nicolaou release
Start Entity:     Cassandra Nicolaou
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Cassandra Nicolaou --[(INV) written_by]--> Show Me --[release_year]--> 2004
Path (Raw):       Cassandra Nicolaou --[No Operation]--> Cassandra Nicolaou --[(INV) written_by]--> Show Me --[release_year]--> 2004
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with aquamarine
Start Entity:     Aquamarine
Gold Answer:      [['Practical Magic']]
Predicted Ans:    Practical Magic
Predicted Path:   Aquamarine --[written_by]--> Alice Hoffman --[(INV) written_by]--> Practical Magic
Path (Raw):       Aquamarine --[written_by]--> Alice Hoffman --[(INV) written_by]--> Practical Magic --[No Operation]--> Practical Magic
Neg LogProb(↓):   0.071351
Path Entropy(↓):  0.280566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is beauty and the beast
Start Entity:     Beauty and the Beast
Gold Answer:      [['Fantasy', 'Animation']]
Predicted Ans:    Fantasy
Predicted Path:   Beauty and the Beast --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Beauty and the Beast --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   2.205530
Path Entropy(↓):  2.707631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the associate actors
Start Entity:     The Associate
Gold Answer:      [['English', 'Greek', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Associate --[starred_actors]--> Eli Wallach --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Path (Raw):       The Associate --[starred_actors]--> Eli Wallach --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Neg LogProb(↓):   0.008800
Path Entropy(↓):  0.055925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the terminator director
Start Entity:     The Terminator
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Terminator --[directed_by]--> James Cameron --[(INV) directed_by]--> Aliens --[has_genre]--> Action
Path (Raw):       The Terminator --[directed_by]--> James Cameron --[(INV) directed_by]--> Aliens --[has_genre]--> Action
Neg LogProb(↓):   0.604929
Path Entropy(↓):  0.781808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was mariane pearl a writer on
Start Entity:     Mariane Pearl
Gold Answer:      [['A Mighty Heart']]
Predicted Ans:    A Mighty Heart
Predicted Path:   Mariane Pearl --[(INV) written_by]--> A Mighty Heart --[written_by]--> Mariane Pearl --[(INV) written_by]--> A Mighty Heart
Path (Raw):       Mariane Pearl --[(INV) written_by]--> A Mighty Heart --[written_by]--> Mariane Pearl --[(INV) written_by]--> A Mighty Heart
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jerome enrico written movies
Start Entity:     Jérôme Enrico
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jérôme Enrico --[(INV) written_by]--> Paulette --[release_year]--> 2012
Path (Raw):       Jérôme Enrico --[No Operation]--> Jérôme Enrico --[(INV) written_by]--> Paulette --[release_year]--> 2012
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote vesna va veloce
Start Entity:     Vesna va veloce
Gold Answer:      [['Carlo Mazzacurati']]
Predicted Ans:    Carlo Mazzacurati
Predicted Path:   Vesna va veloce --[written_by]--> Carlo Mazzacurati --[(INV) written_by]--> Vesna va veloce --[written_by]--> Carlo Mazzacurati
Path (Raw):       Vesna va veloce --[written_by]--> Carlo Mazzacurati --[(INV) written_by]--> Vesna va veloce --[written_by]--> Carlo Mazzacurati
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of diary of a nymphomaniac
Start Entity:     Diary of a Nymphomaniac
Gold Answer:      [['Intacto', 'Wild Horses', 'Cleopatra']]
Predicted Ans:    Intacto
Predicted Path:   Diary of a Nymphomaniac --[starred_actors]--> Leonardo Sbaraglia --[(INV) starred_actors]--> Intacto
Path (Raw):       Diary of a Nymphomaniac --[No Operation]--> Diary of a Nymphomaniac --[starred_actors]--> Leonardo Sbaraglia --[(INV) starred_actors]--> Intacto
Neg LogProb(↓):   0.534916
Path Entropy(↓):  0.874996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by robert lieberman
Start Entity:     Robert Lieberman
Gold Answer:      [['Travis Walton', 'Vinay Virmani', 'Marek Posival', 'Tracy Tormé']]
Predicted Ans:    Robert Lieberman
Predicted Path:   Robert Lieberman --[(INV) directed_by]--> Breakaway --[directed_by]--> Robert Lieberman
Path (Raw):       Robert Lieberman --[No Operation]--> Robert Lieberman --[(INV) directed_by]--> Breakaway --[directed_by]--> Robert Lieberman
Neg LogProb(↓):   0.385005
Path Entropy(↓):  0.854756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by the director of dr. cyclops
Start Entity:     Dr. Cyclops
Gold Answer:      [['Lorenzo Semple Jr.', 'Richard Connell', 'Edgar Wallace', 'James Ashmore Creelman', 'Peter Jackson', 'Merian C. Cooper', 'Ruth Rose']]
Predicted Ans:    Peter Jackson
Predicted Path:   Dr. Cyclops --[directed_by]--> Ernest B. Schoedsack --[(INV) directed_by]--> King Kong --[written_by]--> Peter Jackson
Path (Raw):       Dr. Cyclops --[directed_by]--> Ernest B. Schoedsack --[(INV) directed_by]--> King Kong --[written_by]--> Peter Jackson
Neg LogProb(↓):   0.501932
Path Entropy(↓):  1.095358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie hope and glory released
Start Entity:     Hope and Glory
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Hope and Glory --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Hope and Glory --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.864354
Path Entropy(↓):  4.268644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the king of fighters
Start Entity:     The King of Fighters
Gold Answer:      [['Never Back Down', 'Ghost Machine', 'Stash House', 'Forever Strong', 'Priest']]
Predicted Ans:    Forever Strong
Predicted Path:   The King of Fighters --[starred_actors]--> Sean Faris --[(INV) starred_actors]--> Forever Strong
Path (Raw):       The King of Fighters --[starred_actors]--> Sean Faris --[No Operation]--> Sean Faris --[(INV) starred_actors]--> Forever Strong
Neg LogProb(↓):   0.167015
Path Entropy(↓):  0.431306
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of richard feynman written movies
Start Entity:     Richard Feynman
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Richard Feynman --[(INV) written_by]--> Infinity --[release_year]--> 1996
Path (Raw):       Richard Feynman --[No Operation]--> Richard Feynman --[(INV) written_by]--> Infinity --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in ice station zebra
Start Entity:     Ice Station Zebra
Gold Answer:      [['Edna L. Lee', 'Peg Fenwick', 'Harry Lee', 'Robert A. Granger', 'Philip Dunne', 'Richard Collins', 'Paul Wellman', 'Delmer Daves', 'Paddy Chayefsky', 'Erich Maria Remarque', 'Ronald M. Cohen', 'Paul Jarrico', 'Nel King', 'Tom Gries', 'Wilbur Smith', 'Dennis Shryack', 'Blake Edwards', 'Lloyd C. Douglas', 'Corey Allen', 'Robert Blees', 'Wells Root', 'Francis Pollini', 'Gene Roddenberry', 'Robert Westerby', 'Gore Vidal', 'George Zuckerman', 'Robert MacLeod', 'Cy Endfield', 'Ranald MacDougall', 'John Wesley Hardin', 'Maurice Richlin', 'Paul Gallico', 'Russell Rouse', 'Edna Ferber', 'Clarence Greene', 'Ivan Moffat', 'Fred Guiol', 'David Cronenberg', 'Julius J. Epstein', 'Dalton Trumbo', 'Robert Wilder', 'William Peter Blatty', 'Stanley Shapiro', 'Melvin Frank', 'Paul Henning', 'Walon Green', 'Roy N. Sickner', 'Francesco Maselli', 'Howard Rigsby', 'Stephen King', 'Richard Brooks', 'Sergio Corbucci', 'Norman Barasch', 'Robert Thom', 'David Ely', 'Lewis John Carlino', 'Leo Gordon', 'Sy Bartlett', 'Sam Peckinpah', 'Carroll Moore', 'Edison Marshall', 'Burt Kennedy']]
Predicted Ans:    Francesco Maselli
Predicted Path:   Ice Station Zebra --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair --[written_by]--> Francesco Maselli
Path (Raw):       Ice Station Zebra --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair --[written_by]--> Francesco Maselli
Neg LogProb(↓):   1.014022
Path Entropy(↓):  1.850332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of tora! tora! tora!
Start Entity:     Tora! Tora! Tora!
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Tora! Tora! Tora! --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Path (Raw):       Tora! Tora! Tora! --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Neg LogProb(↓):   0.978616
Path Entropy(↓):  1.817327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed slaughterhouse - five
Start Entity:     Slaughterhouse-Five
Gold Answer:      [['Max von Sydow', 'Julie Andrews', 'Angela Lansbury', 'Glenn Close', 'Chevy Chase', 'Robert Redford', 'Dean Martin', 'Robert Shaw', 'Robin Williams', 'Diane Lane', 'Paul Newman', 'Thelonious Bernard', 'Laurence Olivier', 'John Lithgow', 'Susan Sarandon', 'Bo Svenson', 'Michael Ontkean', 'Geraldine Page', 'Yvette Mimieux', 'Paula Prentiss', 'Wendy Hiller', 'Tom Bosley', 'Peter Sellers']]
Predicted Ans:    Julie Andrews
Predicted Path:   Slaughterhouse-Five --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Path (Raw):       Slaughterhouse-Five --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Neg LogProb(↓):   0.974668
Path Entropy(↓):  1.218530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by elli medeiros were directed by who
Start Entity:     Elli Medeiros
Gold Answer:      [['Pablo Trapero']]
Predicted Ans:    Pablo Trapero
Predicted Path:   Elli Medeiros --[(INV) starred_actors]--> Lion's Den --[directed_by]--> Pablo Trapero
Path (Raw):       Elli Medeiros --[No Operation]--> Elli Medeiros --[(INV) starred_actors]--> Lion's Den --[directed_by]--> Pablo Trapero
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by tadpole actors
Start Entity:     Tadpole
Gold Answer:      [['Charles Martin Smith', 'Gregg Kavet', 'Andy Robin', 'Curtiss Clayton', 'Michael Lehmann', 'Jonathan English']]
Predicted Ans:    Michael Lehmann
Predicted Path:   Tadpole --[starred_actors]--> Aaron Stanford --[(INV) starred_actors]--> Flakes --[directed_by]--> Michael Lehmann
Path (Raw):       Tadpole --[starred_actors]--> Aaron Stanford --[(INV) starred_actors]--> Flakes --[directed_by]--> Michael Lehmann
Neg LogProb(↓):   0.580883
Path Entropy(↓):  0.739125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of ruth mckenney
Start Entity:     Ruth McKenney
Gold Answer:      [['Richard Quine', 'Blake Edwards', 'Jerome Chodorov']]
Predicted Ans:    Blake Edwards
Predicted Path:   Ruth McKenney --[(INV) written_by]--> My Sister Eileen --[written_by]--> Blake Edwards
Path (Raw):       Ruth McKenney --[No Operation]--> Ruth McKenney --[(INV) written_by]--> My Sister Eileen --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.788200
Path Entropy(↓):  1.051131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in this means war
Start Entity:     This Means War
Gold Answer:      [['Romance', 'Family', 'Music', 'Sport', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   This Means War --[starred_actors]--> Chris Pine --[(INV) starred_actors]--> Just My Luck --[has_genre]--> Comedy
Path (Raw):       This Means War --[starred_actors]--> Chris Pine --[(INV) starred_actors]--> Just My Luck --[has_genre]--> Comedy
Neg LogProb(↓):   0.264172
Path Entropy(↓):  0.768985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of toto the hero is also the director of which films
Start Entity:     Toto the Hero
Gold Answer:      [['The Eighth Day', 'Mr. Nobody']]
Predicted Ans:    Mr. Nobody
Predicted Path:   Toto the Hero --[directed_by]--> Jaco Van Dormael --[(INV) directed_by]--> Mr. Nobody
Path (Raw):       Toto the Hero --[directed_by]--> Jaco Van Dormael --[(INV) directed_by]--> Mr. Nobody --[No Operation]--> Mr. Nobody
Neg LogProb(↓):   0.493333
Path Entropy(↓):  0.675905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by jim piddock
Start Entity:     Jim Piddock
Gold Answer:      [['The Man']]
Predicted Ans:    The Man
Predicted Path:   Jim Piddock --[(INV) written_by]--> The Man --[written_by]--> Margaret Oberman --[(INV) written_by]--> The Man
Path (Raw):       Jim Piddock --[(INV) written_by]--> The Man --[written_by]--> Margaret Oberman --[(INV) written_by]--> The Man
Neg LogProb(↓):   0.018017
Path Entropy(↓):  0.101413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was godzilla 1985 directed by
Start Entity:     Godzilla 1985
Gold Answer:      [['Koji Hashimoto']]
Predicted Ans:    Koji Hashimoto
Predicted Path:   Godzilla 1985 --[directed_by]--> Koji Hashimoto --[(INV) directed_by]--> Godzilla 1985 --[directed_by]--> Koji Hashimoto
Path (Raw):       Godzilla 1985 --[directed_by]--> Koji Hashimoto --[(INV) directed_by]--> Godzilla 1985 --[directed_by]--> Koji Hashimoto
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie live free or die are directed by who
Start Entity:     Live Free or Die
Gold Answer:      [['Craig Gillespie', 'Curtiss Clayton', 'Michael Lehmann', 'Gary Winick', 'Jay Chandrasekhar', 'David Gordon Green']]
Predicted Ans:    Michael Lehmann
Predicted Path:   Live Free or Die --[starred_actors]--> Aaron Stanford --[(INV) starred_actors]--> Flakes --[directed_by]--> Michael Lehmann
Path (Raw):       Live Free or Die --[starred_actors]--> Aaron Stanford --[(INV) starred_actors]--> Flakes --[directed_by]--> Michael Lehmann
Neg LogProb(↓):   0.402122
Path Entropy(↓):  0.665842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by antoine blondin in
Start Entity:     Antoine Blondin
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Antoine Blondin --[(INV) written_by]--> A Monkey in Winter --[in_language]--> French
Path (Raw):       Antoine Blondin --[No Operation]--> Antoine Blondin --[(INV) written_by]--> A Monkey in Winter --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in passengers also appears in which movies
Start Entity:     Passengers
Gold Answer:      [['Rachel Getting Married', 'The Ledge', 'The Princess Diaries', 'Jack Strong', 'Get Smart', 'Insidious', 'Little Children', 'The Other Side of Heaven', 'Becoming Jane', 'The Devil Wears Prada', 'Stretch', 'The Conjuring', 'Hoodwinked!', 'Les Misérables', 'Ella Enchanted', 'One Day', 'Barry Munday', 'Bride Wars', 'The Phantom of the Opera', 'Life in Flight', 'Lakeview Terrace', 'Alice in Wonderland', 'Havoc', 'Hard Candy']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Passengers --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Passengers --[starred_actors]--> Anne Hathaway --[No Operation]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.039768
Path Entropy(↓):  0.219747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of smooth talk also starred in which films
Start Entity:     Smooth Talk
Gold Answer:      [['Flashpoint', 'A Streetcar Named Desire', 'Tenderness', 'Year of the Dog', 'Citizen Ruth', 'Blue Velvet', 'Afterburn', 'Front of the Class', 'The Fault in Our Stars', 'October Sky', 'Hair', 'Barefoot', 'Novocaine', 'The Prize Winner of Defiance, Ohio', 'Deep Rising', 'Prince of the City', 'Focus', 'Rambling Rose', 'The Deep End of the Ocean', '99 Homes', 'The Phantom', 'Inland Empire', 'Dead Heat', 'Daddy and Them']]
Predicted Ans:    Tenderness
Predicted Path:   Smooth Talk --[starred_actors]--> Laura Dern --[(INV) starred_actors]--> Tenderness
Path (Raw):       Smooth Talk --[starred_actors]--> Laura Dern --[No Operation]--> Laura Dern --[(INV) starred_actors]--> Tenderness
Neg LogProb(↓):   1.258879
Path Entropy(↓):  1.817927
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by timothy dalton were released in which years
Start Entity:     Timothy Dalton
Gold Answer:      [['1978', '2000', '1997', '1990', '1989', '1991', '1985', '1947', '1979', '1987', '2012', '1931']]
Predicted Ans:    1931
Predicted Path:   Timothy Dalton --[(INV) starred_actors]--> Possessed --[release_year]--> 1931
Path (Raw):       Timothy Dalton --[No Operation]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[release_year]--> 1931
Neg LogProb(↓):   0.887640
Path Entropy(↓):  1.299370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by paul sand fall under
Start Entity:     Paul Sand
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Sand --[(INV) starred_actors]--> The Hot Rock --[has_genre]--> Comedy
Path (Raw):       Paul Sand --[No Operation]--> Paul Sand --[(INV) starred_actors]--> The Hot Rock --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of bring it on
Start Entity:     Bring It On
Gold Answer:      [['2008', '2006', '2003']]
Predicted Ans:    2008
Predicted Path:   Bring It On --[directed_by]--> Peyton Reed --[(INV) directed_by]--> Yes Man --[release_year]--> 2008
Path (Raw):       Bring It On --[directed_by]--> Peyton Reed --[(INV) directed_by]--> Yes Man --[release_year]--> 2008
Neg LogProb(↓):   0.926680
Path Entropy(↓):  1.196667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the boston strangler
Start Entity:     The Boston Strangler
Gold Answer:      [['Daniel Mann']]
Predicted Ans:    Daniel Mann
Predicted Path:   The Boston Strangler --[written_by]--> Gerold Frank --[(INV) written_by]--> I'll Cry Tomorrow --[directed_by]--> Daniel Mann
Path (Raw):       The Boston Strangler --[written_by]--> Gerold Frank --[(INV) written_by]--> I'll Cry Tomorrow --[directed_by]--> Daniel Mann
Neg LogProb(↓):   0.019656
Path Entropy(↓):  0.095959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film two days
Start Entity:     Two Days
Gold Answer:      [['Karl Wiedergott', 'Sean McGinly']]
Predicted Ans:    Sean McGinly
Predicted Path:   Two Days --[written_by]--> Sean McGinly --[(INV) written_by]--> Two Days --[written_by]--> Sean McGinly
Path (Raw):       Two Days --[written_by]--> Sean McGinly --[(INV) written_by]--> Two Days --[written_by]--> Sean McGinly
Neg LogProb(↓):   0.000920
Path Entropy(↓):  0.007944
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the family man
Start Entity:     The Family Man
Gold Answer:      [['Seeking Justice', 'Deep Impact', 'The Weather Man', 'Lord of War', 'Left Behind', 'Matchstick Men', 'Moonstruck', 'Birdy', 'Leaving Las Vegas', 'Snake Eyes', 'Raising Arizona', 'Racing with the Moon', 'Bangkok Dangerous', 'It Could Happen to You', 'Knowing', 'Spanglish', 'World Trade Center', 'Deadfall', 'Kiss of Death', "The Sorcerer's Apprentice", 'Drive Angry', 'House of D', 'Season of the Witch', 'Trespass', 'Bringing Out the Dead', 'People I Know', 'Honeymoon in Vegas', 'Stolen', 'Flirting with Disaster', 'Rage', 'Guarding Tess', 'You Kill Me', 'Zandalee', "Vampire's Kiss", 'Windtalkers', 'Valley Girl', 'Fun with Dick and Jane', 'Joe', 'Next', 'The Croods', 'Face/Off', 'The Wicker Man', 'National Treasure', 'Trapped in Paradise', 'The Frozen Ground', 'The Boy in Blue', 'The Ant Bully', 'The Rock', 'Fire Birds', 'City of Angels']]
Predicted Ans:    Trapped in Paradise
Predicted Path:   The Family Man --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise
Path (Raw):       The Family Man --[starred_actors]--> Nicolas Cage --[No Operation]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise
Neg LogProb(↓):   0.911566
Path Entropy(↓):  1.938450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by rob brown
Start Entity:     Rob Brown
Gold Answer:      [['2008', '2006', '2000', '2005']]
Predicted Ans:    2000
Predicted Path:   Rob Brown --[(INV) starred_actors]--> Finding Forrester --[release_year]--> 2000
Path (Raw):       Rob Brown --[No Operation]--> Rob Brown --[(INV) starred_actors]--> Finding Forrester --[release_year]--> 2000
Neg LogProb(↓):   0.134822
Path Entropy(↓):  0.509123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by the spoilers actors
Start Entity:     The Spoilers
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Spoilers --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Morocco --[has_genre]--> Drama
Path (Raw):       The Spoilers --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Morocco --[has_genre]--> Drama
Neg LogProb(↓):   0.396842
Path Entropy(↓):  1.261690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie a christmas story released
Start Entity:     A Christmas Story
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   A Christmas Story --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       A Christmas Story --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.379704
Path Entropy(↓):  3.768467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did kimberly peirce write the story for
Start Entity:     Kimberly Peirce
Gold Answer:      [['Stop-Loss', "Boys Don't Cry"]]
Predicted Ans:    Boys Don't Cry
Predicted Path:   Kimberly Peirce --[(INV) written_by]--> Boys Don't Cry --[written_by]--> Kimberly Peirce --[(INV) written_by]--> Boys Don't Cry
Path (Raw):       Kimberly Peirce --[(INV) written_by]--> Boys Don't Cry --[written_by]--> Kimberly Peirce --[(INV) written_by]--> Boys Don't Cry
Neg LogProb(↓):   0.223972
Path Entropy(↓):  0.675502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie halloweentown high were released in which years
Start Entity:     Halloweentown High
Gold Answer:      [['2006', '1999']]
Predicted Ans:    1999
Predicted Path:   Halloweentown High --[starred_actors]--> Kimberly J. Brown --[(INV) starred_actors]--> Tumbleweeds --[release_year]--> 1999
Path (Raw):       Halloweentown High --[starred_actors]--> Kimberly J. Brown --[(INV) starred_actors]--> Tumbleweeds --[release_year]--> 1999
Neg LogProb(↓):   0.002326
Path Entropy(↓):  0.017130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of touching the void
Start Entity:     Touching the Void
Gold Answer:      [['The Last King of Scotland', 'How I Live Now', 'The Eagle', 'State of Play', 'Black Sea']]
Predicted Ans:    Touching the Void
Predicted Path:   Touching the Void --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> Touching the Void
Path (Raw):       Touching the Void --[No Operation]--> Touching the Void --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> Touching the Void
Neg LogProb(↓):   0.400906
Path Entropy(↓):  1.019387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by nan grey
Start Entity:     Nan Grey
Gold Answer:      [['Joe May', 'Lester Cole', 'Curt Siodmak', 'Felix Jackson', 'Bruce Manning']]
Predicted Ans:    Bruce Manning
Predicted Path:   Nan Grey --[(INV) starred_actors]--> Three Smart Girls Grow Up --[written_by]--> Bruce Manning
Path (Raw):       Nan Grey --[No Operation]--> Nan Grey --[(INV) starred_actors]--> Three Smart Girls Grow Up --[written_by]--> Bruce Manning
Neg LogProb(↓):   0.331534
Path Entropy(↓):  0.728993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie amour
Start Entity:     Amour
Gold Answer:      [['Isabelle Huppert', 'Emmanuelle Riva']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Amour --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> The Lacemaker --[starred_actors]--> Isabelle Huppert
Path (Raw):       Amour --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> The Lacemaker --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.071845
Path Entropy(↓):  0.286059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by bridge to the sun actors
Start Entity:     Bridge to the Sun
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Bridge to the Sun --[starred_actors]--> Carroll Baker --[(INV) starred_actors]--> The Watcher in the Woods --[in_language]--> English
Path (Raw):       Bridge to the Sun --[starred_actors]--> Carroll Baker --[(INV) starred_actors]--> The Watcher in the Woods --[in_language]--> English
Neg LogProb(↓):   0.001837
Path Entropy(↓):  0.016077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of one night stand
Start Entity:     One Night Stand
Gold Answer:      [['1995', '1988', '2000', '2001', '1990', '2003', '1951', '1993', '1991', '1994', '1999', '1967', '2013']]
Predicted Ans:    1999
Predicted Path:   One Night Stand --[directed_by]--> Mike Figgis --[(INV) directed_by]--> The Loss of Sexual Innocence --[release_year]--> 1999
Path (Raw):       One Night Stand --[directed_by]--> Mike Figgis --[(INV) directed_by]--> The Loss of Sexual Innocence --[release_year]--> 1999
Neg LogProb(↓):   1.081549
Path Entropy(↓):  1.978903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed weird woman
Start Entity:     Weird Woman
Gold Answer:      [['Guy de Maupassant']]
Predicted Ans:    Reginald Le Borg
Predicted Path:   Weird Woman --[directed_by]--> Reginald Le Borg --[(INV) directed_by]--> Calling Dr. Death --[directed_by]--> Reginald Le Borg
Path (Raw):       Weird Woman --[directed_by]--> Reginald Le Borg --[(INV) directed_by]--> Calling Dr. Death --[directed_by]--> Reginald Le Borg
Neg LogProb(↓):   0.001698
Path Entropy(↓):  0.012866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed the tic code
Start Entity:     The Tic Code
Gold Answer:      [['Michael Imperioli', 'Gael García Bernal', 'Aaron Stanford', 'Amanda Seyfried', 'Anne Hathaway', 'Kate Hudson', 'Chris Pratt', 'Bryan Greenberg', 'Robert Iler', 'Kate Mara']]
Predicted Ans:    Anne Hathaway
Predicted Path:   The Tic Code --[directed_by]--> Gary Winick --[(INV) directed_by]--> Bride Wars --[starred_actors]--> Anne Hathaway
Path (Raw):       The Tic Code --[directed_by]--> Gary Winick --[(INV) directed_by]--> Bride Wars --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   1.020356
Path Entropy(↓):  1.540474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of assassination games also starred in which films
Start Entity:     Assassination Games
Gold Answer:      [['The Legend of Hercules', 'Ninja']]
Predicted Ans:    The Legend of Hercules
Predicted Path:   Assassination Games --[starred_actors]--> Scott Adkins --[(INV) starred_actors]--> The Legend of Hercules
Path (Raw):       Assassination Games --[starred_actors]--> Scott Adkins --[No Operation]--> Scott Adkins --[(INV) starred_actors]--> The Legend of Hercules
Neg LogProb(↓):   0.349290
Path Entropy(↓):  0.665659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed bernie
Start Entity:     Bernie
Gold Answer:      [['Albert Dupontel']]
Predicted Ans:    Richard Linklater
Predicted Path:   Bernie --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Slacker --[directed_by]--> Richard Linklater
Path (Raw):       Bernie --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Slacker --[directed_by]--> Richard Linklater
Neg LogProb(↓):   0.490063
Path Entropy(↓):  1.181486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed bernie
Start Entity:     Bernie
Gold Answer:      [['Richard Linklater']]
Predicted Ans:    Richard Linklater
Predicted Path:   Bernie --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Slacker --[directed_by]--> Richard Linklater
Path (Raw):       Bernie --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Slacker --[directed_by]--> Richard Linklater
Neg LogProb(↓):   0.490063
Path Entropy(↓):  1.181486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of all the way home
Start Entity:     All the Way Home
Gold Answer:      [['James Agee', 'Tad Mosel']]
Predicted Ans:    Tad Mosel
Predicted Path:   All the Way Home --[written_by]--> Tad Mosel --[(INV) written_by]--> Dear Heart --[written_by]--> Tad Mosel
Path (Raw):       All the Way Home --[written_by]--> Tad Mosel --[(INV) written_by]--> Dear Heart --[written_by]--> Tad Mosel
Neg LogProb(↓):   0.707830
Path Entropy(↓):  0.769304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the merchant of venice was
Start Entity:     The Merchant of Venice
Gold Answer:      [['Jack Gold']]
Predicted Ans:    Michael Radford
Predicted Path:   The Merchant of Venice --[directed_by]--> Michael Radford --[(INV) directed_by]--> Dancing at the Blue Iguana --[directed_by]--> Michael Radford
Path (Raw):       The Merchant of Venice --[directed_by]--> Michael Radford --[(INV) directed_by]--> Dancing at the Blue Iguana --[directed_by]--> Michael Radford
Neg LogProb(↓):   0.705001
Path Entropy(↓):  1.175509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose actors also appear in mrs. parker and the vicious circle
Start Entity:     Mrs. Parker and the Vicious Circle
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Mrs. Parker and the Vicious Circle --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Path (Raw):       Mrs. Parker and the Vicious Circle --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of flight of the navigator is also the director of which movies
Start Entity:     Flight of the Navigator
Gold Answer:      [['Getting It Right', 'Grandview, U.S.A.', "It's My Party", 'White Fang', 'Grease', 'The Blue Lagoon', 'Love Wrecked', 'Summer Lovers']]
Predicted Ans:    White Fang
Predicted Path:   Flight of the Navigator --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang
Path (Raw):       Flight of the Navigator --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[No Operation]--> White Fang
Neg LogProb(↓):   0.770466
Path Entropy(↓):  1.453576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the gardens of stone director
Start Entity:     Gardens of Stone
Gold Answer:      [['N. Richard Nash', 'Richard Price', 'Mario Puzo', 'Daniel Chuba', 'David C. Wilson', 'John Milius', 'David Benedictus', 'Woody Allen', 'George Lucas', 'Jerry Leichtling', 'Arlene Sarner', 'William Malone', 'Michael Herr', 'Rusty Lemorande', 'Sofia Coppola', 'John Grisham', 'Francis Ford Coppola', 'E.Y. Harburg', 'Mircea Eliade', 'Fred Saidy', 'Jack Hill', 'William Kennedy', 'S.E. Hinton']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Gardens of Stone --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[written_by]--> Francis Ford Coppola
Path (Raw):       Gardens of Stone --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.589649
Path Entropy(↓):  1.720977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with criss cross
Start Entity:     Criss Cross
Gold Answer:      [['The Underneath', 'Love Me or Leave Me']]
Predicted Ans:    The Underneath
Predicted Path:   Criss Cross --[written_by]--> Don Tracy --[(INV) written_by]--> The Underneath
Path (Raw):       Criss Cross --[written_by]--> Don Tracy --[(INV) written_by]--> The Underneath --[No Operation]--> The Underneath
Neg LogProb(↓):   0.254956
Path Entropy(↓):  0.574511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of state of grace
Start Entity:     State of Grace
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   State of Grace --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       State of Grace --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.113318
Path Entropy(↓):  2.138922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by vince vieluf were in which genres
Start Entity:     Vince Vieluf
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Vince Vieluf --[(INV) starred_actors]--> Grind --[has_genre]--> Comedy
Path (Raw):       Vince Vieluf --[No Operation]--> Vince Vieluf --[(INV) starred_actors]--> Grind --[has_genre]--> Comedy
Neg LogProb(↓):   0.028315
Path Entropy(↓):  0.127427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote drunken angel
Start Entity:     Drunken Angel
Gold Answer:      [['Drama', 'War', 'Action', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Drunken Angel --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[has_genre]--> Drama
Path (Raw):       Drunken Angel --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[has_genre]--> Drama
Neg LogProb(↓):   0.998855
Path Entropy(↓):  1.350235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by moacyr goes
Start Entity:     Moacyr Góes
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Moacyr Góes --[(INV) directed_by]--> O Homem Que Desafiou o Diabo --[in_language]--> Portuguese
Path (Raw):       Moacyr Góes --[No Operation]--> Moacyr Góes --[(INV) directed_by]--> O Homem Que Desafiou o Diabo --[in_language]--> Portuguese
Neg LogProb(↓):   0.000177
Path Entropy(↓):  0.001708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is i can't think straight
Start Entity:     I Can't Think Straight
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   I Can't Think Straight --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       I Can't Think Straight --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.001017
Path Entropy(↓):  0.008950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter christophe gans co - wrote movies with who
Start Entity:     Christophe Gans
Gold Answer:      [['Kazuo Koike', 'Roger Allers', 'Linda Woolverton', 'Stéphane Cabel', 'Ryoichi Ikegami', 'Jean Cocteau']]
Predicted Ans:    Linda Woolverton
Predicted Path:   Christophe Gans --[(INV) written_by]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Path (Raw):       Christophe Gans --[No Operation]--> Christophe Gans --[(INV) written_by]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Neg LogProb(↓):   0.320979
Path Entropy(↓):  0.699968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film a christmas tale
Start Entity:     A Christmas Tale
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   A Christmas Tale --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       A Christmas Tale --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.530806
Path Entropy(↓):  5.047051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by marc fienberg fall under
Start Entity:     Marc Fienberg
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marc Fienberg --[(INV) directed_by]--> Play the Game --[has_genre]--> Comedy
Path (Raw):       Marc Fienberg --[No Operation]--> Marc Fienberg --[(INV) directed_by]--> Play the Game --[has_genre]--> Comedy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in splendor
Start Entity:     Splendor
Gold Answer:      [['Johnathon Schaech', 'Matt Keeslar', 'Kathleen Robertson']]
Predicted Ans:    Kathleen Robertson
Predicted Path:   Splendor --[starred_actors]--> Kathleen Robertson --[(INV) starred_actors]--> XX/XY --[starred_actors]--> Kathleen Robertson
Path (Raw):       Splendor --[starred_actors]--> Kathleen Robertson --[(INV) starred_actors]--> XX/XY --[starred_actors]--> Kathleen Robertson
Neg LogProb(↓):   0.233008
Path Entropy(↓):  0.810866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film shallow hal
Start Entity:     Shallow Hal
Gold Answer:      [['1946', '2008', '2003', '2006', '1977', '1998', '1939', '1933', '2009', '2010', '2004', '1994', '1932', '1956', '1976', '2001', '1990', '1996', '2002', '1981', '2012', '2011', '2013', '2000', '2005', '1991', '1999']]
Predicted Ans:    1981
Predicted Path:   Shallow Hal --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Path (Raw):       Shallow Hal --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   0.830485
Path Entropy(↓):  2.229505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the tillman story
Start Entity:     The Tillman Story
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Tillman Story --[has_genre]--> Documentary --[(INV) has_genre]--> The Forgotten Woman --[has_genre]--> Documentary
Path (Raw):       The Tillman Story --[has_genre]--> Documentary --[(INV) has_genre]--> The Forgotten Woman --[has_genre]--> Documentary
Neg LogProb(↓):   2.800318
Path Entropy(↓):  4.133891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie hamsun were in which languages
Start Entity:     Hamsun
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Hamsun --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[in_language]--> Swedish
Path (Raw):       Hamsun --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[in_language]--> Swedish
Neg LogProb(↓):   0.000340
Path Entropy(↓):  0.003121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of machuca
Start Entity:     Machuca
Gold Answer:      [['Andrés Wood']]
Predicted Ans:    Andrés Wood
Predicted Path:   Machuca --[written_by]--> Andrés Wood --[(INV) written_by]--> Machuca --[written_by]--> Andrés Wood
Path (Raw):       Machuca --[written_by]--> Andrés Wood --[(INV) written_by]--> Machuca --[written_by]--> Andrés Wood
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by frank capra
Start Entity:     Frank Capra
Gold Answer:      [['Ralph Bellamy', 'Barbara Stanwyck', 'Adolphe Menjou', 'James Stewart']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Frank Capra --[(INV) written_by]--> Forbidden --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Frank Capra --[No Operation]--> Frank Capra --[(INV) written_by]--> Forbidden --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.165188
Path Entropy(↓):  0.427714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed life is sweet
Start Entity:     Life Is Sweet
Gold Answer:      [['Mike Leigh']]
Predicted Ans:    Mike Leigh
Predicted Path:   Life Is Sweet --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Mr. Turner --[directed_by]--> Mike Leigh
Path (Raw):       Life Is Sweet --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Mr. Turner --[directed_by]--> Mike Leigh
Neg LogProb(↓):   0.008382
Path Entropy(↓):  0.059288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the on the road director
Start Entity:     On the Road
Gold Answer:      [['Portuguese', 'Japanese']]
Predicted Ans:    Portuguese
Predicted Path:   On the Road --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[in_language]--> Portuguese
Path (Raw):       On the Road --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[in_language]--> Portuguese
Neg LogProb(↓):   0.650597
Path Entropy(↓):  0.692323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of singin'in the rain
Start Entity:     Singin' in the Rain
Gold Answer:      [['Royal Wedding', 'Blame It on Rio', 'Movie Movie', 'The Happy Road', 'The Cheyenne Social Club', 'Gigot', 'Arabesque', 'A Guide for the Married Man', 'The Little Prince', 'Seven Brides for Seven Brothers', 'Saturn 3', 'Bedazzled', 'The Tunnel of Love', "It's Always Fair Weather", 'Kiss Them for Me', 'Indiscreet', 'Funny Face', 'Lucky Lady', "That's Entertainment, Part II", 'On the Town', 'Charade', 'Hello, Dolly!', 'Two for the Road', 'The Grass Is Greener']]
Predicted Ans:    The Happy Road
Predicted Path:   Singin' in the Rain --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road
Path (Raw):       Singin' in the Rain --[No Operation]--> Singin' in the Rain --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road
Neg LogProb(↓):   0.304729
Path Entropy(↓):  1.100461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by j blakeson
Start Entity:     j blakeson
Gold Answer:      [['The Disappearance of Alice Creed']]
Predicted Ans:    The Disappearance of Alice Creed
Predicted Path:   j blakeson --[(INV) has_tags]--> The Disappearance of Alice Creed --[has_tags]--> gemma arterton --[(INV) has_tags]--> The Disappearance of Alice Creed
Path (Raw):       j blakeson --[(INV) has_tags]--> The Disappearance of Alice Creed --[has_tags]--> gemma arterton --[(INV) has_tags]--> The Disappearance of Alice Creed
Neg LogProb(↓):   0.009868
Path Entropy(↓):  0.056178
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is uninvited guest
Start Entity:     Uninvited Guest
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Uninvited Guest --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Uninvited Guest --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   2.311101
Path Entropy(↓):  3.667031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter pete docter
Start Entity:     Pete Docter
Gold Answer:      [['John Goodman', 'Bob Peterson', 'Edward Asner', 'Jordan Nagai', 'Tom Hanks', 'Tim Allen', 'Steve Buscemi', 'Billy Crystal']]
Predicted Ans:    John Goodman
Predicted Path:   Pete Docter --[(INV) written_by]--> Monsters, Inc. --[starred_actors]--> John Goodman
Path (Raw):       Pete Docter --[No Operation]--> Pete Docter --[(INV) written_by]--> Monsters, Inc. --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.300719
Path Entropy(↓):  0.849570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in flashpoint also appears in which films
Start Entity:     Flashpoint
Gold Answer:      [['The Sailor Who Fell from Grace with the Sea', 'Smooth Talk', 'Dolphin Tale', 'Millennium', 'Rollover', 'Coming Apart', 'Jinxed!', 'Payday', 'A Star Is Born', 'A Streetcar Named Desire', "A Soldier's Daughter Never Cries", 'Trouble in Mind', 'Front of the Class', 'Forty Shades of Blue', 'Songwriter', 'The Beastmaster', 'Hair', 'Barefoot', 'Men in Black II', 'The Seduction of Joe Tynan', 'Blume in Love', 'Dolphin Tale 2', 'Deep Rising', 'Convoy', 'Prince of the City', 'Beach Red', 'Big Top Pee-wee', 'The Man Who Fell to Earth', 'Semi-Tough', 'One-Trick Pony', "Heaven's Gate", 'The Deep End of the Ocean', 'Pork Chop Hill', 'The Phantom', 'The Greening of Whitney Brown', 'Dead Heat', 'Coma', "Pharaoh's Army"]]
Predicted Ans:    Beach Red
Predicted Path:   Flashpoint --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red
Path (Raw):       Flashpoint --[starred_actors]--> Rip Torn --[No Operation]--> Rip Torn --[(INV) starred_actors]--> Beach Red
Neg LogProb(↓):   0.095884
Path Entropy(↓):  0.388027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by louis l'amour
Start Entity:     Louis L'Amour
Gold Answer:      [['Yul Brynner', 'Kenny Morrison', 'Dominique Dunne', 'Virginia Madsen', 'Kate Capshaw', 'Tom Conti', 'Barbara Bates', 'Stephen Boyd', 'Wilford Brimley', 'Tom Selleck', 'Leonard Nimoy', 'Sam Elliott', 'John Wayne', 'Leonardo DiCaprio', 'Richard Crenna', 'Gene Hackman', 'Brigitte Bardot', 'Jack Hawkins', 'Sharon Stone', 'Russell Crowe', 'Rory Calhoun', 'Sean Connery']]
Predicted Ans:    John Wayne
Predicted Path:   Louis L'Amour --[(INV) written_by]--> Hondo --[starred_actors]--> John Wayne
Path (Raw):       Louis L'Amour --[No Operation]--> Louis L'Amour --[(INV) written_by]--> Hondo --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.018286
Path Entropy(↓):  0.101449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the wind rises
Start Entity:     The Wind Rises
Gold Answer:      [['Shigeru Muroi', 'Takashi Tachibana', 'Issei Takahashi', 'Chika Sakamoto', 'Noriko Hidaka', 'Hitoshi Takagi', 'Yuriko Ishida', 'Masami Nagasawa', 'Kappei Yamaguchi', 'Rei Sakuma', 'Minami Takayama', 'Keiko Takeshita', 'Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi', 'Sumi Shimamoto']]
Predicted Ans:    Sumi Shimamoto
Predicted Path:   The Wind Rises --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Path (Raw):       The Wind Rises --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Neg LogProb(↓):   0.061307
Path Entropy(↓):  0.243648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the clearing
Start Entity:     The Clearing
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   The Clearing --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       The Clearing --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.046154
Path Entropy(↓):  4.377820
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with jay chou
Start Entity:     Jay Chou
Gold Answer:      [['Seth Rogen', 'Cameron Diaz']]
Predicted Ans:    Cameron Diaz
Predicted Path:   Jay Chou --[(INV) starred_actors]--> The Green Hornet --[starred_actors]--> Cameron Diaz
Path (Raw):       Jay Chou --[No Operation]--> Jay Chou --[(INV) starred_actors]--> The Green Hornet --[starred_actors]--> Cameron Diaz
Neg LogProb(↓):   0.462004
Path Entropy(↓):  1.039437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with david kajganich
Start Entity:     David Kajganich
Gold Answer:      [['Rupert Goold', 'Michael Finkel']]
Predicted Ans:    David Kajganich
Predicted Path:   David Kajganich --[(INV) written_by]--> True Story --[written_by]--> David Kajganich
Path (Raw):       David Kajganich --[No Operation]--> David Kajganich --[(INV) written_by]--> True Story --[written_by]--> David Kajganich
Neg LogProb(↓):   0.036687
Path Entropy(↓):  0.156561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by kitty aldridge
Start Entity:     Kitty Aldridge
Gold Answer:      [['Anthony Hopkins', 'Maurice Hatton']]
Predicted Ans:    Maurice Hatton
Predicted Path:   Kitty Aldridge --[(INV) starred_actors]--> American Roulette --[written_by]--> Maurice Hatton
Path (Raw):       Kitty Aldridge --[No Operation]--> Kitty Aldridge --[(INV) starred_actors]--> American Roulette --[written_by]--> Maurice Hatton
Neg LogProb(↓):   0.001825
Path Entropy(↓):  0.013319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie earthquake were released in which years
Start Entity:     Earthquake
Gold Answer:      [['1980', '1970', '1946', '1954', '1923', '1959', '1936', '1967', '1935', '1974', '1977', '2007', '1968', '1963', '1998', '1957', '1951', '1982', '1973', '1953', '1956', '1976', '1972', '1971', '1990', '2001', '1989', '1981', '1961', '1955', '2011', '1934', '1978', '1964', '1949', '1975', '2000', '1966', '1950', '1965', '1937', '1969', '1952', '1958']]
Predicted Ans:    2001
Predicted Path:   Earthquake --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[release_year]--> 2001
Path (Raw):       Earthquake --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[release_year]--> 2001
Neg LogProb(↓):   1.552784
Path Entropy(↓):  3.049785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in cool it
Start Entity:     Cool It
Gold Answer:      [['Bjørn Lomborg']]
Predicted Ans:    Bjørn Lomborg
Predicted Path:   Cool It --[starred_actors]--> Bjørn Lomborg --[(INV) starred_actors]--> Cool It --[starred_actors]--> Bjørn Lomborg
Path (Raw):       Cool It --[starred_actors]--> Bjørn Lomborg --[(INV) starred_actors]--> Cool It --[starred_actors]--> Bjørn Lomborg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in forces of nature
Start Entity:     Forces of Nature
Gold Answer:      [['Sandra Bullock', 'Ben Affleck']]
Predicted Ans:    Ben Affleck
Predicted Path:   Forces of Nature --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Bounce --[starred_actors]--> Ben Affleck
Path (Raw):       Forces of Nature --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Bounce --[starred_actors]--> Ben Affleck
Neg LogProb(↓):   0.646247
Path Entropy(↓):  1.643777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by bob peterson
Start Entity:     Bob Peterson
Gold Answer:      [['Pete Docter']]
Predicted Ans:    Pete Docter
Predicted Path:   Bob Peterson --[(INV) directed_by]--> Up --[directed_by]--> Pete Docter
Path (Raw):       Bob Peterson --[No Operation]--> Bob Peterson --[(INV) directed_by]--> Up --[directed_by]--> Pete Docter
Neg LogProb(↓):   0.008981
Path Entropy(↓):  0.054557
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jennifer aniston starred movies
Start Entity:     Jennifer Aniston
Gold Answer:      [['1998', '1997', '2009', '2001', '2008', '2005', '1993', '2004', '1996', '2006', '2010', '1999', '2002', '2014', '2012', '2011', '2013']]
Predicted Ans:    1996
Predicted Path:   Jennifer Aniston --[(INV) starred_actors]--> Dream for an Insomniac --[release_year]--> 1996
Path (Raw):       Jennifer Aniston --[No Operation]--> Jennifer Aniston --[(INV) starred_actors]--> Dream for an Insomniac --[release_year]--> 1996
Neg LogProb(↓):   1.276659
Path Entropy(↓):  1.850854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by ghilherme lobo
Start Entity:     Ghilherme Lobo
Gold Answer:      [['Daniel Ribeiro']]
Predicted Ans:    Daniel Ribeiro
Predicted Path:   Ghilherme Lobo --[(INV) starred_actors]--> The Way He Looks --[written_by]--> Daniel Ribeiro
Path (Raw):       Ghilherme Lobo --[No Operation]--> Ghilherme Lobo --[(INV) starred_actors]--> The Way He Looks --[written_by]--> Daniel Ribeiro
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of win a date with tad hamilton! is also the director of which films
Start Entity:     Win a Date with Tad Hamilton!
Gold Answer:      [['Monster-in-Law', 'Legally Blonde', '21', 'Paranoia']]
Predicted Ans:    Paranoia
Predicted Path:   Win a Date with Tad Hamilton! --[directed_by]--> Robert Luketic --[(INV) directed_by]--> Paranoia
Path (Raw):       Win a Date with Tad Hamilton! --[directed_by]--> Robert Luketic --[(INV) directed_by]--> Paranoia --[No Operation]--> Paranoia
Neg LogProb(↓):   0.440636
Path Entropy(↓):  0.840401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for coonskin
Start Entity:     Coonskin
Gold Answer:      [['Ralph Bakshi']]
Predicted Ans:    Ralph Bakshi
Predicted Path:   Coonskin --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[written_by]--> Ralph Bakshi
Path (Raw):       Coonskin --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[written_by]--> Ralph Bakshi
Neg LogProb(↓):   0.106411
Path Entropy(↓):  0.343266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the school of flesh
Start Entity:     The School of Flesh
Gold Answer:      [['Isabelle Huppert', 'Léa Seydoux', 'Diane Kruger', 'Virginie Ledoyen', 'Jeanne Moreau']]
Predicted Ans:    Jeanne Moreau
Predicted Path:   The School of Flesh --[directed_by]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[starred_actors]--> Jeanne Moreau
Path (Raw):       The School of Flesh --[directed_by]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[starred_actors]--> Jeanne Moreau
Neg LogProb(↓):   0.138859
Path Entropy(↓):  0.419884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was lemony snicket's a series of unfortunate events written by
Start Entity:     Lemony Snicket's A Series of Unfortunate Events
Gold Answer:      [['Daniel Handler', 'Robert Gordon']]
Predicted Ans:    Robert Gordon
Predicted Path:   Lemony Snicket's A Series of Unfortunate Events --[written_by]--> Daniel Handler --[(INV) written_by]--> Lemony Snicket's A Series of Unfortunate Events --[written_by]--> Robert Gordon
Path (Raw):       Lemony Snicket's A Series of Unfortunate Events --[written_by]--> Daniel Handler --[(INV) written_by]--> Lemony Snicket's A Series of Unfortunate Events --[written_by]--> Robert Gordon
Neg LogProb(↓):   0.652562
Path Entropy(↓):  0.837134
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by paul cox starred who
Start Entity:     Paul Cox
Gold Answer:      [['Gosia Dobrowolska', 'Norman Kaye', 'Sheila Florance', 'Aaron Blabey', 'Kelly Reilly', 'Linus Roache', 'Graham Phillips', 'Sophie Curtis', 'Marion Cotillard', 'Jacqueline McKenzie', 'Chris Haywood']]
Predicted Ans:    Chris Haywood
Predicted Path:   Paul Cox --[(INV) directed_by]--> Human Touch --[starred_actors]--> Chris Haywood
Path (Raw):       Paul Cox --[No Operation]--> Paul Cox --[(INV) directed_by]--> Human Touch --[starred_actors]--> Chris Haywood
Neg LogProb(↓):   0.231281
Path Entropy(↓):  0.702932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of love comes softly was who
Start Entity:     Love Comes Softly
Gold Answer:      [['Michael Landon Jr.']]
Predicted Ans:    Michael Landon Jr.
Predicted Path:   Love Comes Softly --[directed_by]--> Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[directed_by]--> Michael Landon Jr.
Path (Raw):       Love Comes Softly --[directed_by]--> Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[directed_by]--> Michael Landon Jr.
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed measuring the world
Start Entity:     Measuring the World
Gold Answer:      [['David Kross']]
Predicted Ans:    Measuring the World
Predicted Path:   Measuring the World --[directed_by]--> Detlev Buck --[(INV) directed_by]--> Measuring the World
Path (Raw):       Measuring the World --[directed_by]--> Detlev Buck --[(INV) directed_by]--> Measuring the World --[No Operation]--> Measuring the World
Neg LogProb(↓):   0.050489
Path Entropy(↓):  0.196264
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film kept husbands
Start Entity:     Kept Husbands
Gold Answer:      [['Damon Runyon', 'Richard Maibaum', 'Leos Carax', 'George Haight', 'Frank Tashlin', 'Ben Markson', 'Lewis E. Lawes', 'Rian James', 'Bradford Ropes', 'Richard Connell', 'Earl Baldwin', 'James Seymour', 'Manuel Seff', 'Sam Spewack', 'Warren Duff', 'Howard Lindsay', 'Jonathan Finn']]
Predicted Ans:    Leos Carax
Predicted Path:   Kept Husbands --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[written_by]--> Leos Carax
Path (Raw):       Kept Husbands --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[written_by]--> Leos Carax
Neg LogProb(↓):   0.423872
Path Entropy(↓):  1.225517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film diary of a country priest
Start Entity:     Diary of a Country Priest
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Diary of a Country Priest --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Path (Raw):       Diary of a Country Priest --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Neg LogProb(↓):   2.181291
Path Entropy(↓):  3.398720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in puncture
Start Entity:     Puncture
Gold Answer:      [['Griffin Dunne', 'David Ayer', 'Kevin Munroe', 'Brian Robbins', 'Ariel Vromen', 'Joss Whedon']]
Predicted Ans:    Ariel Vromen
Predicted Path:   Puncture --[starred_actors]--> Chris Evans --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Path (Raw):       Puncture --[starred_actors]--> Chris Evans --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Neg LogProb(↓):   0.006794
Path Entropy(↓):  0.044410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by girls about town actors
Start Entity:     Girls About Town
Gold Answer:      [['William Dieterle', 'Cecil B. DeMille', 'Tay Garnett', 'Fabrice Canepa', 'Preston Sturges', 'Stuart Gilmore', 'King Vidor', 'Raoul Walsh', 'Byron Haskin', 'Lionel Barrymore', 'Ernst Lubitsch', 'Joe May', 'Alfred Santell', 'William C. de Mille', 'Alfred Hitchcock', 'John S. Robertson', 'Lloyd Bacon', 'Ernest B. Schoedsack', 'George Stevens', 'Sam Peckinpah', 'Howard Hawks']]
Predicted Ans:    William Dieterle
Predicted Path:   Girls About Town --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[directed_by]--> William Dieterle
Path (Raw):       Girls About Town --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.021763
Path Entropy(↓):  0.127574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by rififi actors
Start Entity:     Rififi
Gold Answer:      [['Thriller']]
Predicted Ans:    Crime
Predicted Path:   Rififi --[starred_actors]--> Carl Möhner --[(INV) starred_actors]--> Rififi --[has_genre]--> Crime
Path (Raw):       Rififi --[starred_actors]--> Carl Möhner --[(INV) starred_actors]--> Rififi --[has_genre]--> Crime
Neg LogProb(↓):   0.008456
Path Entropy(↓):  0.055286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in dark alibi
Start Entity:     Dark Alibi
Gold Answer:      [['Sidney Toler']]
Predicted Ans:    Sidney Toler
Predicted Path:   Dark Alibi --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Path (Raw):       Dark Alibi --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Neg LogProb(↓):   0.792881
Path Entropy(↓):  1.404930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie dear frankie
Start Entity:     Dear Frankie
Gold Answer:      [['Blake Edwards', 'Daniel Barber', 'Craig Gillespie', 'Brad Anderson', 'Brad Lewis', 'John Lasseter', 'Harald Zwart', 'Marcos Siega']]
Predicted Ans:    Blake Edwards
Predicted Path:   Dear Frankie --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       Dear Frankie --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.121546
Path Entropy(↓):  0.402498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was 1900 released
Start Entity:     1900
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   1900 --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Path (Raw):       1900 --[release_year]--> 1976 --[(INV) release_year]--> No Deposit, No Return --[release_year]--> 1976
Neg LogProb(↓):   1.831249
Path Entropy(↓):  3.419091
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie under capricorn were in which languages
Start Entity:     Under Capricorn
Gold Answer:      [['French', 'English', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Under Capricorn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue --[in_language]--> English
Path (Raw):       Under Capricorn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue --[in_language]--> English
Neg LogProb(↓):   1.515712
Path Entropy(↓):  2.223030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the tree of wooden clogs
Start Entity:     The Tree of Wooden Clogs
Gold Answer:      [['Walking, Walking', 'Il Posto', 'The Fiances', 'The Profession of Arms', 'Tickets']]
Predicted Ans:    Walking, Walking
Predicted Path:   The Tree of Wooden Clogs --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking
Path (Raw):       The Tree of Wooden Clogs --[No Operation]--> The Tree of Wooden Clogs --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking
Neg LogProb(↓):   0.446240
Path Entropy(↓):  0.713036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by chief dan george were released in which years
Start Entity:     Chief Dan George
Gold Answer:      [['1976', '1970', '1979']]
Predicted Ans:    1976
Predicted Path:   Chief Dan George --[(INV) starred_actors]--> The Outlaw Josey Wales --[release_year]--> 1976
Path (Raw):       Chief Dan George --[No Operation]--> Chief Dan George --[(INV) starred_actors]--> The Outlaw Josey Wales --[release_year]--> 1976
Neg LogProb(↓):   0.011933
Path Entropy(↓):  0.069270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe high heels and low lifes
Start Entity:     High Heels and Low Lifes
Gold Answer:      [['minnie driver']]
Predicted Ans:    campbell scott
Predicted Path:   High Heels and Low Lifes --[has_tags]--> minnie driver --[(INV) has_tags]--> Big Night --[has_tags]--> campbell scott
Path (Raw):       High Heels and Low Lifes --[has_tags]--> minnie driver --[(INV) has_tags]--> Big Night --[has_tags]--> campbell scott
Neg LogProb(↓):   0.150842
Path Entropy(↓):  0.515218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote odd thomas
Start Entity:     Odd Thomas
Gold Answer:      [['1995', '1998', '2001', '1959', '1993', '2004', '1999', '1932']]
Predicted Ans:    1995
Predicted Path:   Odd Thomas --[written_by]--> Stephen Sommers --[(INV) written_by]--> Tom and Huck --[release_year]--> 1995
Path (Raw):       Odd Thomas --[written_by]--> Stephen Sommers --[(INV) written_by]--> Tom and Huck --[release_year]--> 1995
Neg LogProb(↓):   1.027437
Path Entropy(↓):  1.522194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie lucky 7
Start Entity:     Lucky 7
Gold Answer:      [['Patrick Dempsey']]
Predicted Ans:    Patrick Dempsey
Predicted Path:   Lucky 7 --[starred_actors]--> Patrick Dempsey --[(INV) starred_actors]--> Can't Buy Me Love --[starred_actors]--> Patrick Dempsey
Path (Raw):       Lucky 7 --[starred_actors]--> Patrick Dempsey --[(INV) starred_actors]--> Can't Buy Me Love --[starred_actors]--> Patrick Dempsey
Neg LogProb(↓):   0.006680
Path Entropy(↓):  0.047623
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with where the boys are
Start Entity:     Where the Boys Are
Gold Answer:      [['7th Cavalry', 'Three Little Words', 'They Came to Cordura', 'Designing Woman', 'The Shootist', 'The Homesman']]
Predicted Ans:    7th Cavalry
Predicted Path:   Where the Boys Are --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry
Path (Raw):       Where the Boys Are --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry --[No Operation]--> 7th Cavalry
Neg LogProb(↓):   0.837018
Path Entropy(↓):  1.155537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of ferris bueller's day off was
Start Entity:     Ferris Bueller's Day Off
Gold Answer:      [['John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   Ferris Bueller's Day Off --[directed_by]--> John Hughes --[(INV) directed_by]--> Weird Science --[directed_by]--> John Hughes
Path (Raw):       Ferris Bueller's Day Off --[directed_by]--> John Hughes --[(INV) directed_by]--> Weird Science --[directed_by]--> John Hughes
Neg LogProb(↓):   0.710684
Path Entropy(↓):  1.296938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of sunrise at campobello also wrote which films
Start Entity:     Sunrise at Campobello
Gold Answer:      [['Edison, the Man', 'Boys Town']]
Predicted Ans:    Boys Town
Predicted Path:   Sunrise at Campobello --[written_by]--> Dore Schary --[(INV) written_by]--> Boys Town
Path (Raw):       Sunrise at Campobello --[written_by]--> Dore Schary --[(INV) written_by]--> Boys Town --[No Operation]--> Boys Town
Neg LogProb(↓):   0.000454
Path Entropy(↓):  0.004177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did robert k. massie write the story for
Start Entity:     Robert K. Massie
Gold Answer:      [['Nicholas and Alexandra']]
Predicted Ans:    Nicholas and Alexandra
Predicted Path:   Robert K. Massie --[(INV) written_by]--> Nicholas and Alexandra --[written_by]--> Robert K. Massie --[(INV) written_by]--> Nicholas and Alexandra
Path (Raw):       Robert K. Massie --[(INV) written_by]--> Nicholas and Alexandra --[written_by]--> Robert K. Massie --[(INV) written_by]--> Nicholas and Alexandra
Neg LogProb(↓):   0.532623
Path Entropy(↓):  0.677910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film fun is beautiful
Start Entity:     Fun Is Beautiful
Gold Answer:      [['1983', '1988', '1992', '2004', '1981', '1984']]
Predicted Ans:    1992
Predicted Path:   Fun Is Beautiful --[starred_actors]--> Carlo Verdone --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Path (Raw):       Fun Is Beautiful --[starred_actors]--> Carlo Verdone --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Neg LogProb(↓):   0.010199
Path Entropy(↓):  0.071134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed welcome to l. a.
Start Entity:     Welcome to L.A.
Gold Answer:      [['1988', '1980', '1978', '1970', '1997', '2000', '1990', '2003', '1992', '1991', '1982', '1985', '1999', '2002', '1994', '1987', '1984']]
Predicted Ans:    1999
Predicted Path:   Welcome to L.A. --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Breakfast of Champions --[release_year]--> 1999
Path (Raw):       Welcome to L.A. --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Breakfast of Champions --[release_year]--> 1999
Neg LogProb(↓):   1.548707
Path Entropy(↓):  2.126202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of hard rain
Start Entity:     Hard Rain
Gold Answer:      [['Christian Slater', 'Don Cheadle', 'James Stewart', 'Gary Sinise', 'Tim Robbins', 'Jeff Chandler', 'Connie Nielsen', 'John Travolta']]
Predicted Ans:    Don Cheadle
Predicted Path:   Hard Rain --[written_by]--> Graham Yost --[(INV) written_by]--> Mission to Mars --[starred_actors]--> Don Cheadle
Path (Raw):       Hard Rain --[written_by]--> Graham Yost --[(INV) written_by]--> Mission to Mars --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.047128
Path Entropy(↓):  0.223293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by vern oakley
Start Entity:     Vern Oakley
Gold Answer:      [['Stanley Tucci', 'Lisa Eichhorn', 'Caroline Aaron', 'Mary Jo Salerno']]
Predicted Ans:    Stanley Tucci
Predicted Path:   Vern Oakley --[(INV) directed_by]--> A Modern Affair --[starred_actors]--> Stanley Tucci
Path (Raw):       Vern Oakley --[No Operation]--> Vern Oakley --[(INV) directed_by]--> A Modern Affair --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   0.000509
Path Entropy(↓):  0.004730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in live wire
Start Entity:     Live Wire
Gold Answer:      [['Bruce Feirstein', 'Daniel Defoe', 'Irvin D. Yalom', 'John le Carré', 'Brett Leonard', 'Andrew Davies', 'Pinchas Perry', 'Frederick Forsyth', 'Chandran Rutnam', 'Oren Moverman', 'Avery Corman', 'John Bingham', 'Kathryn Bigelow', 'Ira Sachs', 'Shana Feste', 'John Masters', 'John Boorman', 'Jules Verne', 'Gimel Everett', 'Dick Morris', 'Michael France', 'Robert Harling', 'Jacques Perrin', 'Jacques Cluzaud', 'Catherine Johnson', 'Mark Verheiden', 'Mike Richardson', 'Mark Atkins', 'Aline Brosh McKenna', 'Ian Fleming', 'Andrew Bergman', 'Neal Purvis', 'Robert Wade', 'Muhammad Ali', 'Richard Shepard', 'Herbert Muhammad', 'Richard Durham', 'Allison Pearson', 'William Roberts', 'John McTiernan', 'Stephen King', 'Karl Gajdusek', 'Michael Finch', 'Bill Granger', 'David Von Ancken', 'Abby Everett Jaques', 'Jonathan Gems', 'Nick Hornby', 'Luis Buñuel']]
Predicted Ans:    Robert Wade
Predicted Path:   Live Wire --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> The World Is Not Enough --[written_by]--> Robert Wade
Path (Raw):       Live Wire --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> The World Is Not Enough --[written_by]--> Robert Wade
Neg LogProb(↓):   2.007789
Path Entropy(↓):  3.040269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by hexed actors
Start Entity:     Hexed
Gold Answer:      [['David Schwimmer', 'Hal Hartley', 'Jack Sholder', 'Joe Roth', 'Peter Manoogian', 'Steve Miner', 'Dave Thomas', 'Keith Gordon', 'William Lustig']]
Predicted Ans:    William Lustig
Predicted Path:   Hexed --[starred_actors]--> Claudia Christian --[(INV) starred_actors]--> Maniac Cop 2 --[directed_by]--> William Lustig
Path (Raw):       Hexed --[starred_actors]--> Claudia Christian --[(INV) starred_actors]--> Maniac Cop 2 --[directed_by]--> William Lustig
Neg LogProb(↓):   0.083686
Path Entropy(↓):  0.361941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in boom town
Start Entity:     Boom Town
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Boom Town --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       Boom Town --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.572444
Path Entropy(↓):  1.415028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor steve welles is a co - star of who
Start Entity:     Steve Welles
Gold Answer:      [['Elizabeth Maclellan']]
Predicted Ans:    Elizabeth Maclellan
Predicted Path:   Steve Welles --[(INV) starred_actors]--> Puppet Master II --[starred_actors]--> Elizabeth Maclellan
Path (Raw):       Steve Welles --[No Operation]--> Steve Welles --[(INV) starred_actors]--> Puppet Master II --[starred_actors]--> Elizabeth Maclellan
Neg LogProb(↓):   0.031554
Path Entropy(↓):  0.138413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by chandler sprague were released in which years
Start Entity:     Chandler Sprague
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Chandler Sprague --[(INV) written_by]--> A Guy Named Joe --[release_year]--> 1943
Path (Raw):       Chandler Sprague --[No Operation]--> Chandler Sprague --[(INV) written_by]--> A Guy Named Joe --[release_year]--> 1943
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by keith scholey starred who
Start Entity:     Keith Scholey
Gold Answer:      [['Samuel L. Jackson', 'Patrick Stewart']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Keith Scholey --[(INV) directed_by]--> African Cats --[starred_actors]--> Patrick Stewart
Path (Raw):       Keith Scholey --[No Operation]--> Keith Scholey --[(INV) directed_by]--> African Cats --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   0.094114
Path Entropy(↓):  0.325321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by james b. harris
Start Entity:     James B. Harris
Gold Answer:      [['Lesley Ann Warren', 'Takeshi Kitano', 'Viggo Mortensen', 'Lolita Davidovich', 'Dennis Hopper', 'Wesley Snipes', 'James Woods']]
Predicted Ans:    Wesley Snipes
Predicted Path:   James B. Harris --[(INV) written_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Path (Raw):       James B. Harris --[No Operation]--> James B. Harris --[(INV) written_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.263405
Path Entropy(↓):  0.676716
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by james bolton
Start Entity:     James Bolton
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   James Bolton --[(INV) directed_by]--> Dream Boy --[release_year]--> 2008
Path (Raw):       James Bolton --[No Operation]--> James Bolton --[(INV) directed_by]--> Dream Boy --[release_year]--> 2008
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie monster in a box
Start Entity:     Monster in a Box
Gold Answer:      [['Steven Soderbergh', 'Jonathan Demme', 'Garry Marshall']]
Predicted Ans:    Garry Marshall
Predicted Path:   Monster in a Box --[starred_actors]--> Spalding Gray --[(INV) starred_actors]--> Beaches --[directed_by]--> Garry Marshall
Path (Raw):       Monster in a Box --[starred_actors]--> Spalding Gray --[(INV) starred_actors]--> Beaches --[directed_by]--> Garry Marshall
Neg LogProb(↓):   0.004655
Path Entropy(↓):  0.033554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the incredible burt wonderstone
Start Entity:     The Incredible Burt Wonderstone
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Incredible Burt Wonderstone --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Path (Raw):       The Incredible Burt Wonderstone --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Neg LogProb(↓):   1.042118
Path Entropy(↓):  1.608895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by shoot'em up writers release
Start Entity:     Shoot 'Em Up
Gold Answer:      [['2000', '1997']]
Predicted Ans:    2007
Predicted Path:   Shoot 'Em Up --[written_by]--> Michael Davis --[(INV) written_by]--> Shoot 'Em Up --[release_year]--> 2007
Path (Raw):       Shoot 'Em Up --[written_by]--> Michael Davis --[(INV) written_by]--> Shoot 'Em Up --[release_year]--> 2007
Neg LogProb(↓):   0.014912
Path Entropy(↓):  0.086768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the author of this filthy world
Start Entity:     This Filthy World
Gold Answer:      [['John Waters']]
Predicted Ans:    John Waters
Predicted Path:   This Filthy World --[written_by]--> John Waters --[(INV) written_by]--> Mondo Trasho --[written_by]--> John Waters
Path (Raw):       This Filthy World --[written_by]--> John Waters --[(INV) written_by]--> Mondo Trasho --[written_by]--> John Waters
Neg LogProb(↓):   0.610640
Path Entropy(↓):  1.144867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by mike scully released
Start Entity:     Mike Scully
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Mike Scully --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Path (Raw):       Mike Scully --[No Operation]--> Mike Scully --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the pill
Start Entity:     The Pill
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Pill --[starred_actors]--> Rachel Boston --[(INV) starred_actors]--> It's a Disaster --[release_year]--> 2012
Path (Raw):       The Pill --[starred_actors]--> Rachel Boston --[(INV) starred_actors]--> It's a Disaster --[release_year]--> 2012
Neg LogProb(↓):   0.199437
Path Entropy(↓):  0.516335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the last of sheila in a few words
Start Entity:     The Last of Sheila
Gold Answer:      [['herbert ross', 'stephen sondheim']]
Predicted Ans:    herbert ross
Predicted Path:   The Last of Sheila --[has_tags]--> herbert ross --[(INV) has_tags]--> Undercover Blues --[has_tags]--> herbert ross
Path (Raw):       The Last of Sheila --[has_tags]--> herbert ross --[(INV) has_tags]--> Undercover Blues --[has_tags]--> herbert ross
Neg LogProb(↓):   0.001320
Path Entropy(↓):  0.010283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of george gallo written movies
Start Entity:     George Gallo
Gold Answer:      [['2012', '1994', '2009', '1991']]
Predicted Ans:    1994
Predicted Path:   George Gallo --[(INV) written_by]--> Trapped in Paradise --[release_year]--> 1994
Path (Raw):       George Gallo --[No Operation]--> George Gallo --[(INV) written_by]--> Trapped in Paradise --[release_year]--> 1994
Neg LogProb(↓):   0.463947
Path Entropy(↓):  1.015067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie laws of gravity
Start Entity:     Laws of Gravity
Gold Answer:      [['Lodge Kerrigan']]
Predicted Ans:    Nick Gomez
Predicted Path:   Laws of Gravity --[starred_actors]--> Peter Greene --[(INV) starred_actors]--> Laws of Gravity --[written_by]--> Nick Gomez
Path (Raw):       Laws of Gravity --[starred_actors]--> Peter Greene --[(INV) starred_actors]--> Laws of Gravity --[written_by]--> Nick Gomez
Neg LogProb(↓):   0.001629
Path Entropy(↓):  0.012300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film moonstruck
Start Entity:     Moonstruck
Gold Answer:      [['2003', '1985', '1967', '1984', '1968', '1963', '1982', '1973', '1994', '1971', '1989', '1996', '2002', '1962', '1964', '1975', '1991', '1965', '1999', '1937']]
Predicted Ans:    1989
Predicted Path:   Moonstruck --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[release_year]--> 1989
Path (Raw):       Moonstruck --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[release_year]--> 1989
Neg LogProb(↓):   1.104585
Path Entropy(↓):  1.882743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was vengo released
Start Entity:     Vengo
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Vengo --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Vengo --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.771147
Path Entropy(↓):  4.217935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie apartment zero
Start Entity:     Apartment Zero
Gold Answer:      [['Colin Firth', 'Hart Bochner']]
Predicted Ans:    Colin Firth
Predicted Path:   Apartment Zero --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Another Country --[starred_actors]--> Colin Firth
Path (Raw):       Apartment Zero --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Another Country --[starred_actors]--> Colin Firth
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by simo halinen release
Start Entity:     Simo Halinen
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Simo Halinen --[(INV) written_by]--> Open Up to Me --[release_year]--> 2013
Path (Raw):       Simo Halinen --[No Operation]--> Simo Halinen --[(INV) written_by]--> Open Up to Me --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by jo pagano released
Start Entity:     Jo Pagano
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Jo Pagano --[(INV) written_by]--> The Sound of Fury --[release_year]--> 1950
Path (Raw):       Jo Pagano --[No Operation]--> Jo Pagano --[(INV) written_by]--> The Sound of Fury --[release_year]--> 1950
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the good fairy
Start Entity:     The Good Fairy
Gold Answer:      [['Haya Harareet', 'Henry Fonda', 'Chloë Grace Moretz', 'Gary Cooper', 'Ralph Richardson', 'Walter Pidgeon', 'Greer Garson', 'Julianne Moore', "Peter O'Toole", 'Gregory Peck', 'Anthony Perkins', 'Lola Falana', 'William Bendix', 'Piper Laurie', 'Myrna Loy', 'Richard Eyer', 'Lee J. Cobb', 'Doris Davenport', 'Fredric March', 'Montgomery Clift', 'George Brent', 'Sissy Spacek', 'Dana Andrews', "Cathy O'Donnell", 'Charlton Heston', 'Roscoe Lee Browne', 'Winona Ryder', 'Jennifer Jones', 'Bette Davis', 'James Howson', 'Amy Irving', 'Dorothy McGuire', 'James Garner', 'Olivia de Havilland', 'Stephen Boyd', 'Mike Vogel', 'Erika Christensen', 'Dame May Whitty', 'Christopher Masterson', 'Teresa Wright', 'Terence Stamp', 'Walter Huston', 'Shirley MacLaine', 'Laurence Olivier', 'Walter Brennan', 'James Stephenson', 'Jack Hawkins', 'Carroll Baker', 'Samantha Eggar', 'Audrey Hepburn', 'Ruth Chatterton', 'Kirk Douglas', 'Eli Wallach', 'Hugh Griffith', 'Jean Simmons', 'Herbert Marshall', 'Margaret Lindsay', 'Jeanne Eagels', 'Humphrey Bogart', 'William Katt', 'Mary Astor', 'Eleanor Parker', 'Barbra Streisand']]
Predicted Ans:    Charlton Heston
Predicted Path:   The Good Fairy --[directed_by]--> William Wyler --[(INV) directed_by]--> Ben-Hur --[starred_actors]--> Charlton Heston
Path (Raw):       The Good Fairy --[directed_by]--> William Wyler --[(INV) directed_by]--> Ben-Hur --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   1.299560
Path Entropy(↓):  1.520672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the k - 9 director release
Start Entity:     K-9
Gold Answer:      [['1985', '2002', '1993']]
Predicted Ans:    1989
Predicted Path:   K-9 --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9 --[release_year]--> 1989
Path (Raw):       K-9 --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9 --[release_year]--> 1989
Neg LogProb(↓):   0.086214
Path Entropy(↓):  0.353136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by stu pollard were released in which years
Start Entity:     Stu Pollard
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Stu Pollard --[(INV) directed_by]--> Nice Guys Sleep Alone --[release_year]--> 1999
Path (Raw):       Stu Pollard --[No Operation]--> Stu Pollard --[(INV) directed_by]--> Nice Guys Sleep Alone --[release_year]--> 1999
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by grover jones
Start Entity:     Grover Jones
Gold Answer:      [['Leo McCarey', 'Luis Buñuel', 'John Cromwell', 'Henry Hathaway']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Grover Jones --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Grover Jones --[No Operation]--> Grover Jones --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.022969
Path Entropy(↓):  0.108657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did walter cronkite star in
Start Entity:     Walter Cronkite
Gold Answer:      [['Fail Safe']]
Predicted Ans:    Fail Safe
Predicted Path:   Walter Cronkite --[(INV) starred_actors]--> Fail Safe --[written_by]--> Harvey Wheeler --[(INV) written_by]--> Fail Safe
Path (Raw):       Walter Cronkite --[(INV) starred_actors]--> Fail Safe --[written_by]--> Harvey Wheeler --[(INV) written_by]--> Fail Safe
Neg LogProb(↓):   1.437727
Path Entropy(↓):  1.552721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is blue hawaii
Start Entity:     Blue Hawaii
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Blue Hawaii --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Blue Hawaii --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.250395
Path Entropy(↓):  4.430831
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of simon of the desert
Start Entity:     Simon of the Desert
Gold Answer:      [['Documentary', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Simon of the Desert --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Path (Raw):       Simon of the Desert --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Neg LogProb(↓):   0.228243
Path Entropy(↓):  0.705627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of angel heart
Start Entity:     Angel Heart
Gold Answer:      [['Alan Parker']]
Predicted Ans:    Alan Parker
Predicted Path:   Angel Heart --[written_by]--> Alan Parker --[(INV) written_by]--> Bugsy Malone --[directed_by]--> Alan Parker
Path (Raw):       Angel Heart --[written_by]--> Alan Parker --[(INV) written_by]--> Bugsy Malone --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.305896
Path Entropy(↓):  0.932225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in cinderfella
Start Entity:     Cinderfella
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cinderfella --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Path (Raw):       Cinderfella --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.317759
Path Entropy(↓):  0.607022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by charles vanel
Start Entity:     Charles Vanel
Gold Answer:      [['René Barjavel', 'Raymond Bernard', 'Claude Lelouch', 'Herbert Kretzmer', 'Raymond Queneau', 'Luis Buñuel', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Michel Audiard']]
Predicted Ans:    Herbert Kretzmer
Predicted Path:   Charles Vanel --[(INV) starred_actors]--> Les Misérables --[written_by]--> Herbert Kretzmer
Path (Raw):       Charles Vanel --[No Operation]--> Charles Vanel --[(INV) starred_actors]--> Les Misérables --[written_by]--> Herbert Kretzmer
Neg LogProb(↓):   1.231161
Path Entropy(↓):  2.506815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the friends of eddie coyle
Start Entity:     The Friends of Eddie Coyle
Gold Answer:      [['1983', '1995', '1963', '2000', '1988', '1968', '1948', '1972', '1971', '2012', '1992', '1989', '1979', '1987', '1981', '1974', '1977']]
Predicted Ans:    1981
Predicted Path:   The Friends of Eddie Coyle --[directed_by]--> Peter Yates --[(INV) directed_by]--> Eyewitness --[release_year]--> 1981
Path (Raw):       The Friends of Eddie Coyle --[directed_by]--> Peter Yates --[(INV) directed_by]--> Eyewitness --[release_year]--> 1981
Neg LogProb(↓):   1.235597
Path Entropy(↓):  2.112254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of american pie 2 also wrote which films
Start Entity:     American Pie 2
Gold Answer:      [['American Pie', 'American Wedding']]
Predicted Ans:    American Pie
Predicted Path:   American Pie 2 --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie
Path (Raw):       American Pie 2 --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie --[No Operation]--> American Pie
Neg LogProb(↓):   0.006317
Path Entropy(↓):  0.039499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in blume in love
Start Entity:     Blume in Love
Gold Answer:      [['Kris Kristofferson', 'Marsha Mason', 'George Segal', 'Susan Anspach']]
Predicted Ans:    George Segal
Predicted Path:   Blume in Love --[starred_actors]--> George Segal --[(INV) starred_actors]--> Russian Roulette --[starred_actors]--> George Segal
Path (Raw):       Blume in Love --[starred_actors]--> George Segal --[(INV) starred_actors]--> Russian Roulette --[starred_actors]--> George Segal
Neg LogProb(↓):   0.136206
Path Entropy(↓):  0.590671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with better living fall under
Start Entity:     Better Living
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Better Living --[starred_actors]--> Olympia Dukakis --[(INV) starred_actors]--> The Intended --[has_genre]--> Drama
Path (Raw):       Better Living --[starred_actors]--> Olympia Dukakis --[(INV) starred_actors]--> The Intended --[has_genre]--> Drama
Neg LogProb(↓):   0.248238
Path Entropy(↓):  0.694276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie the man with the golden arm
Start Entity:     The Man with the Golden Arm
Gold Answer:      [['Walter Newman', 'Lewis Meltzer', 'Nelson Algren']]
Predicted Ans:    Frank Pierson
Predicted Path:   The Man with the Golden Arm --[written_by]--> Walter Newman --[(INV) written_by]--> Cat Ballou --[written_by]--> Frank Pierson
Path (Raw):       The Man with the Golden Arm --[written_by]--> Walter Newman --[(INV) written_by]--> Cat Ballou --[written_by]--> Frank Pierson
Neg LogProb(↓):   1.497679
Path Entropy(↓):  2.013450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted together with elina lowensohn
Start Entity:     Elina Löwensohn
Gold Answer:      [['Isabelle Huppert', 'Peter Fonda', 'Marc Barbé', 'Martin Donovan']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Elina Löwensohn --[(INV) starred_actors]--> Amateur --[starred_actors]--> Isabelle Huppert
Path (Raw):       Elina Löwensohn --[No Operation]--> Elina Löwensohn --[(INV) starred_actors]--> Amateur --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.005133
Path Entropy(↓):  0.034579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was rich christiano the director of
Start Entity:     Rich Christiano
Gold Answer:      [['Time Changer', 'The Secrets of Jonathan Sperry']]
Predicted Ans:    The Secrets of Jonathan Sperry
Predicted Path:   Rich Christiano --[(INV) directed_by]--> Time Changer --[directed_by]--> Rich Christiano --[(INV) directed_by]--> The Secrets of Jonathan Sperry
Path (Raw):       Rich Christiano --[(INV) directed_by]--> Time Changer --[directed_by]--> Rich Christiano --[(INV) directed_by]--> The Secrets of Jonathan Sperry
Neg LogProb(↓):   1.034568
Path Entropy(↓):  1.332899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of paul douglas starred movies
Start Entity:     Paul Douglas
Gold Answer:      [['Clifford Odets', 'John Gilling', 'Alfred Hayes', 'Joel Sayre', 'Abe Burrows', 'George Seaton', 'William Roberts', 'Cornelia Baird Gross', 'George S. Kaufman', 'Richard Conlin', 'Howard Teichmann', 'John Paxton']]
Predicted Ans:    George Seaton
Predicted Path:   Paul Douglas --[(INV) starred_actors]--> The Big Lift --[written_by]--> George Seaton
Path (Raw):       Paul Douglas --[No Operation]--> Paul Douglas --[(INV) starred_actors]--> The Big Lift --[written_by]--> George Seaton
Neg LogProb(↓):   1.073132
Path Entropy(↓):  1.649130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed body of evidence
Start Entity:     Body of Evidence
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   Body of Evidence --[directed_by]--> Uli Edel --[(INV) directed_by]--> The Baader Meinhof Complex --[in_language]--> German
Path (Raw):       Body of Evidence --[directed_by]--> Uli Edel --[(INV) directed_by]--> The Baader Meinhof Complex --[in_language]--> German
Neg LogProb(↓):   0.012009
Path Entropy(↓):  0.074308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by blood of redemption actors
Start Entity:     Blood of Redemption
Gold Answer:      [['Marcus Warren', 'Danny Lerner', 'John Sayles', 'Sean Stanek', 'Mick Rossi', 'Damian Lee', 'Christopher Kulikowski', 'Jeff Buhler', 'Stewart Raffill', 'Steven E. de Souza', 'Sidney J. Furie', 'Charles Williams', 'Richard Wenk', 'Clive Barker', 'Scott Wiper', 'Dolph Lundgren', 'Jonathan Hensleigh', 'Ethan Reiff', 'Cyrus Voris', 'Sylvester Stallone', 'Keoni Waxman', 'Joseph Kahn', 'Mark Palermo', 'Alki David', 'Ken Kaufman', 'David Agosto', 'Lee Falk', 'Herman Melville']]
Predicted Ans:    Christopher Kulikowski
Predicted Path:   Blood of Redemption --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[written_by]--> Christopher Kulikowski
Path (Raw):       Blood of Redemption --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[written_by]--> Christopher Kulikowski
Neg LogProb(↓):   1.294256
Path Entropy(↓):  1.450762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film scar
Start Entity:     Scar
Gold Answer:      [['Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Scar --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Scar --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.242653
Path Entropy(↓):  4.032957
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by fred schepisi
Start Entity:     Fred Schepisi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fred Schepisi --[(INV) written_by]--> Last Orders --[has_genre]--> Drama
Path (Raw):       Fred Schepisi --[No Operation]--> Fred Schepisi --[(INV) written_by]--> Last Orders --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by anita strindberg
Start Entity:     Anita Strindberg
Gold Answer:      [['Edgar Allan Poe']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Anita Strindberg --[(INV) starred_actors]--> Your Vice Is a Locked Room and Only I Have the Key --[written_by]--> Edgar Allan Poe
Path (Raw):       Anita Strindberg --[No Operation]--> Anita Strindberg --[(INV) starred_actors]--> Your Vice Is a Locked Room and Only I Have the Key --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - directors of delbert mann
Start Entity:     Delbert Mann
Gold Answer:      [['Franco Zeffirelli', 'Lewis Milestone', 'Robert Stevenson', 'Cary Fukunaga']]
Predicted Ans:    Delbert Mann
Predicted Path:   Delbert Mann --[(INV) directed_by]--> Separate Tables --[directed_by]--> Delbert Mann
Path (Raw):       Delbert Mann --[No Operation]--> Delbert Mann --[(INV) directed_by]--> Separate Tables --[directed_by]--> Delbert Mann
Neg LogProb(↓):   0.238922
Path Entropy(↓):  0.751403
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movie about cherry
Start Entity:     About Cherry
Gold Answer:      [['Stephen Elliott', 'Lorelei Lee']]
Predicted Ans:    Stephen Elliott
Predicted Path:   About Cherry --[written_by]--> Stephen Elliott --[(INV) written_by]--> About Cherry --[written_by]--> Stephen Elliott
Path (Raw):       About Cherry --[written_by]--> Stephen Elliott --[(INV) written_by]--> About Cherry --[written_by]--> Stephen Elliott
Neg LogProb(↓):   0.000432
Path Entropy(↓):  0.004045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the nature of the beast were in which genres
Start Entity:     The Nature of the Beast
Gold Answer:      [['Drama', 'Horror', 'Fantasy', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The Nature of the Beast --[written_by]--> Victor Salva --[(INV) written_by]--> Clownhouse --[has_genre]--> Horror
Path (Raw):       The Nature of the Beast --[written_by]--> Victor Salva --[(INV) written_by]--> Clownhouse --[has_genre]--> Horror
Neg LogProb(↓):   0.625574
Path Entropy(↓):  1.077162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie down to the sea in ships, when was it released
Start Entity:     Down to the Sea in Ships
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Down to the Sea in Ships --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       Down to the Sea in Ships --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.505818
Path Entropy(↓):  3.612726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of luiz eduardo soares written films
Start Entity:     Luiz Eduardo Soares
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Luiz Eduardo Soares --[(INV) written_by]--> Elite Squad --[release_year]--> 2007
Path (Raw):       Luiz Eduardo Soares --[No Operation]--> Luiz Eduardo Soares --[(INV) written_by]--> Elite Squad --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie zatoichi and the chess expert
Start Entity:     Zatoichi and the Chess Expert
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Zatoichi and the Chess Expert --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[release_year]--> 1964
Path (Raw):       Zatoichi and the Chess Expert --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[release_year]--> 1964
Neg LogProb(↓):   0.091070
Path Entropy(↓):  0.305149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about parallel universe
Start Entity:     parallel universe
Gold Answer:      [['The Golden Compass']]
Predicted Ans:    The Golden Compass
Predicted Path:   parallel universe --[(INV) has_tags]--> The Golden Compass --[has_tags]--> dogma --[(INV) has_tags]--> The Golden Compass
Path (Raw):       parallel universe --[(INV) has_tags]--> The Golden Compass --[has_tags]--> dogma --[(INV) has_tags]--> The Golden Compass
Neg LogProb(↓):   0.023858
Path Entropy(↓):  0.112849
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by john baines were directed by who
Start Entity:     John Baines
Gold Answer:      [['Robert Hamer', 'Basil Dearden', 'Alberto Cavalcanti', 'Charles Crichton']]
Predicted Ans:    Charles Crichton
Predicted Path:   John Baines --[(INV) written_by]--> Dead of Night --[directed_by]--> Charles Crichton
Path (Raw):       John Baines --[No Operation]--> John Baines --[(INV) written_by]--> Dead of Night --[directed_by]--> Charles Crichton
Neg LogProb(↓):   0.002826
Path Entropy(↓):  0.021384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of everybody's fine
Start Entity:     Everybody's Fine
Gold Answer:      [['Cop Land', 'The Fan', 'Flawless', 'A Bronx Tale', 'Grey Gardens', 'Little Fockers', 'Killing Season', 'Raging Bull', 'Midnight Run', 'Glory Daze', 'Van Helsing', 'Hi, Mom!', 'Pearl Harbor', 'Total Recall', 'The Deer Hunter', 'Casino', 'New York, New York', 'Scream', 'Never Been Kissed', 'Showtime', 'Jerry and Tom', 'Angel Heart', 'Meet the Parents', 'Mad Love', 'Grudge Match', 'The King of Comedy', 'Red Lights', 'Guilty by Suspicion', 'The Score', 'Underworld', 'Whiteout', 'Lucky You', 'Brazil', 'Doppelganger', 'The Last Tycoon', 'Uncovered', '15 Minutes', "Marvin's Room", 'Mean Streets', 'Haunted', 'Heat', 'Goodfellas', 'Righteous Kill', "Cat's Eye", 'Wishful Thinking', 'Machete', 'Far from Home', 'Seven Psychopaths', 'Bad Girls', 'Limitless', 'Night and the City', 'Cape Fear', 'Snow Angels', 'City by the Sea', "Charlie's Angels", 'Cold Comfort Farm', 'Laurel Canyon', 'Serendipity', 'The Big Wedding', 'Bang the Drum Slowly', 'Guncrazy', 'Shark Tale', 'Firestarter', 'Awakenings', 'Confessions of a Dangerous Mind', 'A Single Shot', 'Jacknife', 'Killer Elite', 'Clownhouse', 'Wag the Dog', 'True Confessions', 'The Family', 'The Trials of Cate McCall', 'Poison Ivy', 'Being Flynn', 'Fever Pitch', 'Much Ado About Nothing', 'Boys on the Side', 'Duplex', 'Emma', 'Better Living Through Chemistry', 'Greetings', 'Everyone Says I Love You', 'Safe Men', 'Mad Dog and Glory', 'Joshua', '50 First Dates', 'The Last Days of Disco', 'Conviction', 'Lawn Dogs', "We're No Angels", 'Stone', 'Analyze This', 'Heist', '1900', 'Click', "Mary Shelley's Frankenstein", 'Backdraft', 'Matchstick Men', 'What Just Happened', 'Irreconcilable Differences', 'Falling in Love', 'Once Upon a Time in America', 'Stonehearst Asylum', 'Moon', 'Ronin', 'Going the Distance', "This Boy's Life", 'Tiptoes', 'Blended', 'Silver Linings Playbook', 'Home Fries', 'Vacancy', 'Contraband', 'Last Vegas', 'Meet the Fockers', 'Brokedown Palace', 'Hide and Seek', 'Men of Honor', 'The Wedding Singer', 'Analyze That', 'The Aviator', 'Riding in Cars with Boys', 'The Bag Man', 'The Winning Season', 'The Mission']]
Predicted Ans:    Goodfellas
Predicted Path:   Everybody's Fine --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas
Path (Raw):       Everybody's Fine --[starred_actors]--> Robert De Niro --[No Operation]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas
Neg LogProb(↓):   1.430444
Path Entropy(↓):  3.123091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by go go tales screenwriters
Start Entity:     Go Go Tales
Gold Answer:      [['Drama', 'Documentary', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Go Go Tales --[written_by]--> Abel Ferrara --[(INV) written_by]--> Welcome to New York --[has_genre]--> Drama
Path (Raw):       Go Go Tales --[written_by]--> Abel Ferrara --[(INV) written_by]--> Welcome to New York --[has_genre]--> Drama
Neg LogProb(↓):   0.046979
Path Entropy(↓):  0.230609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with mrs. miniver in
Start Entity:     Mrs. Miniver
Gold Answer:      [['English', 'Welsh', 'German']]
Predicted Ans:    German
Predicted Path:   Mrs. Miniver --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[in_language]--> German
Path (Raw):       Mrs. Miniver --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[in_language]--> German
Neg LogProb(↓):   0.868834
Path Entropy(↓):  1.093858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the last picture show
Start Entity:     The Last Picture Show
Gold Answer:      [['Eric Stoltz', 'River Phoenix', 'Patti Hansen', 'Sandra Bullock', 'Cher', 'Kirsten Dunst', 'Burt Reynolds', "Tatum O'Neal", 'Cary Elwes', 'Eddie Izzard', 'John Ritter', 'Cybill Shepherd', 'Sam Elliott', 'Samantha Mathis', 'Audrey Hepburn', 'Edward Herrmann', 'Ben Gazzara', 'Madeline Kahn', 'Barbra Streisand', "Ryan O'Neal"]]
Predicted Ans:    Madeline Kahn
Predicted Path:   The Last Picture Show --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Path (Raw):       The Last Picture Show --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.767023
Path Entropy(↓):  1.742414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie donovan's reef in a few words
Start Entity:     Donovan's Reef
Gold Answer:      [['john ford', 'john wayne']]
Predicted Ans:    john ford
Predicted Path:   Donovan's Reef --[has_tags]--> john ford --[(INV) has_tags]--> The Informer --[has_tags]--> john ford
Path (Raw):       Donovan's Reef --[has_tags]--> john ford --[(INV) has_tags]--> The Informer --[has_tags]--> john ford
Neg LogProb(↓):   0.146865
Path Entropy(↓):  0.560752
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie lemony snicket's a series of unfortunate events starred who
Start Entity:     Lemony Snicket's A Series of Unfortunate Events
Gold Answer:      [['Jim Carrey']]
Predicted Ans:    Jim Carrey
Predicted Path:   Lemony Snicket's A Series of Unfortunate Events --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> The Sex and Violence Family Hour --[starred_actors]--> Jim Carrey
Path (Raw):       Lemony Snicket's A Series of Unfortunate Events --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> The Sex and Violence Family Hour --[starred_actors]--> Jim Carrey
Neg LogProb(↓):   0.518257
Path Entropy(↓):  1.114212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film happy here and now were released in which years
Start Entity:     Happy Here and Now
Gold Answer:      [['2000', '1964', '2009', '1948', '1990', '1996', '1994', '1969']]
Predicted Ans:    1964
Predicted Path:   Happy Here and Now --[directed_by]--> Michael Almereyda --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Path (Raw):       Happy Here and Now --[directed_by]--> Michael Almereyda --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   1.263177
Path Entropy(↓):  1.734423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the tempest were in which genres
Start Entity:     The Tempest
Gold Answer:      [['Romance', 'Documentary', 'Western', 'Musical', 'Drama', 'Comedy', 'History', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Tempest --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[has_genre]--> Western
Path (Raw):       The Tempest --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[has_genre]--> Western
Neg LogProb(↓):   0.919245
Path Entropy(↓):  1.171014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did chris conroy write the story for
Start Entity:     Chris Conroy
Gold Answer:      [['Employee of the Month']]
Predicted Ans:    Employee of the Month
Predicted Path:   Chris Conroy --[(INV) written_by]--> Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month
Path (Raw):       Chris Conroy --[(INV) written_by]--> Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month
Neg LogProb(↓):   0.406823
Path Entropy(↓):  0.670820
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in jacob's ladder
Start Entity:     Jacob's Ladder
Gold Answer:      [['Romance', 'Sport', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Jacob's Ladder --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Human Nature --[has_genre]--> Comedy
Path (Raw):       Jacob's Ladder --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Human Nature --[has_genre]--> Comedy
Neg LogProb(↓):   0.929602
Path Entropy(↓):  1.850054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film buchanan rides alone are directed by who
Start Entity:     Buchanan Rides Alone
Gold Answer:      [['Garson Kanin', 'William A. Seiter', 'Richard L. Bare', 'Fritz Lang', 'Irving Pichel', 'Michael Mann', 'George B. Seitz', 'George Waggner', 'Maurice Tourneur', 'Rouben Mamoulian', 'Irving Cummings', 'Ray Enright', 'Walter Lang', 'Henry King', 'Michael Curtiz', 'Roy Huggins', 'Budd Boetticher', 'Allan Dwan', 'Nathan Juran', 'Edwin L. Marin', 'Charles Vidor', 'Robert Day', 'Joseph H. Lewis', 'Sam Peckinpah', 'Lewis Seiler', 'Rowland V. Lee', 'H. Bruce Humberstone', 'Clarence Brown', 'Mark Sandrich']]
Predicted Ans:    Mark Sandrich
Predicted Path:   Buchanan Rides Alone --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       Buchanan Rides Alone --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   1.504079
Path Entropy(↓):  2.032267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the sacrifice in
Start Entity:     The Sacrifice
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   The Sacrifice --[in_language]--> Swedish --[(INV) in_language]--> The Reunion --[in_language]--> Swedish
Path (Raw):       The Sacrifice --[in_language]--> Swedish --[(INV) in_language]--> The Reunion --[in_language]--> Swedish
Neg LogProb(↓):   1.270704
Path Entropy(↓):  2.262423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the agony and the ecstasy
Start Entity:     The Agony and the Ecstasy
Gold Answer:      [['Irving Stone']]
Predicted Ans:    Irving Stone
Predicted Path:   The Agony and the Ecstasy --[written_by]--> Irving Stone --[(INV) written_by]--> The Agony and the Ecstasy --[written_by]--> Irving Stone
Path (Raw):       The Agony and the Ecstasy --[written_by]--> Irving Stone --[(INV) written_by]--> The Agony and the Ecstasy --[written_by]--> Irving Stone
Neg LogProb(↓):   0.147281
Path Entropy(↓):  0.402967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed in the name of the law
Start Entity:     In the Name of the Law
Gold Answer:      [['Documentary', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   In the Name of the Law --[directed_by]--> Pietro Germi --[(INV) directed_by]--> In the Name of the Law --[has_genre]--> Drama
Path (Raw):       In the Name of the Law --[directed_by]--> Pietro Germi --[(INV) directed_by]--> In the Name of the Law --[has_genre]--> Drama
Neg LogProb(↓):   0.229199
Path Entropy(↓):  0.550605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you name a film directed by john huddles
Start Entity:     John Huddles
Gold Answer:      [['After the Dark']]
Predicted Ans:    After the Dark
Predicted Path:   John Huddles --[(INV) directed_by]--> After the Dark --[directed_by]--> John Huddles --[(INV) directed_by]--> After the Dark
Path (Raw):       John Huddles --[(INV) directed_by]--> After the Dark --[directed_by]--> John Huddles --[(INV) directed_by]--> After the Dark
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the brother from another planet
Start Entity:     The Brother from Another Planet
Gold Answer:      [['Filipino', 'Irish']]
Predicted Ans:    Filipino
Predicted Path:   The Brother from Another Planet --[directed_by]--> John Sayles --[(INV) directed_by]--> Amigo --[in_language]--> Filipino
Path (Raw):       The Brother from Another Planet --[directed_by]--> John Sayles --[(INV) directed_by]--> Amigo --[in_language]--> Filipino
Neg LogProb(↓):   0.000560
Path Entropy(↓):  0.005468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the canterbury tales
Start Entity:     The Canterbury Tales
Gold Answer:      [['pier paolo pasolini']]
Predicted Ans:    pier paolo pasolini
Predicted Path:   The Canterbury Tales --[has_tags]--> pier paolo pasolini --[(INV) has_tags]--> Love Meetings --[has_tags]--> pier paolo pasolini
Path (Raw):       The Canterbury Tales --[has_tags]--> pier paolo pasolini --[(INV) has_tags]--> Love Meetings --[has_tags]--> pier paolo pasolini
Neg LogProb(↓):   0.043705
Path Entropy(↓):  0.179132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film prowl
Start Entity:     Prowl
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Prowl --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Prowl --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.446147
Path Entropy(↓):  3.875535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of meet the fockers
Start Entity:     Meet the Fockers
Gold Answer:      [['Zach Galifianakis', 'Ben Stiller', 'Teri Polo', 'Mike Myers', 'Blythe Danner', 'Ed Harris', 'Woody Harrelson', 'Steve Carell', 'Paul Rudd', 'Beyoncé Knowles', 'Michael York', 'Will Ferrell', 'Julianne Moore', 'Robert De Niro', 'Seth Green']]
Predicted Ans:    Michael York
Predicted Path:   Meet the Fockers --[directed_by]--> Jay Roach --[(INV) directed_by]--> Austin Powers in Goldmember --[starred_actors]--> Michael York
Path (Raw):       Meet the Fockers --[directed_by]--> Jay Roach --[(INV) directed_by]--> Austin Powers in Goldmember --[starred_actors]--> Michael York
Neg LogProb(↓):   0.241854
Path Entropy(↓):  0.790710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote white dog
Start Entity:     White Dog
Gold Answer:      [['Phil Karlson', 'Barry Shear', 'Andrew Marton', 'Samuel Fuller', 'John Huston', 'Darryl F. Zanuck', 'Moshé Mizrahi', 'Ken Annakin', 'Bernhard Wicki', 'Daniel Haller', 'Curtis Hanson']]
Predicted Ans:    Ken Annakin
Predicted Path:   White Dog --[written_by]--> Romain Gary --[(INV) written_by]--> The Longest Day --[directed_by]--> Ken Annakin
Path (Raw):       White Dog --[written_by]--> Romain Gary --[(INV) written_by]--> The Longest Day --[directed_by]--> Ken Annakin
Neg LogProb(↓):   1.082882
Path Entropy(↓):  2.112008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by miniaturization
Start Entity:     miniaturization
Gold Answer:      [['Fantastic Voyage']]
Predicted Ans:    Halloween
Predicted Path:   miniaturization --[(INV) has_tags]--> Fantastic Voyage --[has_tags]--> donald pleasence --[(INV) has_tags]--> Halloween
Path (Raw):       miniaturization --[(INV) has_tags]--> Fantastic Voyage --[has_tags]--> donald pleasence --[(INV) has_tags]--> Halloween
Neg LogProb(↓):   0.226494
Path Entropy(↓):  0.578038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of godfrey tearle starred movies
Start Entity:     Godfrey Tearle
Gold Answer:      [['Bernard Vorhaus']]
Predicted Ans:    Bernard Vorhaus
Predicted Path:   Godfrey Tearle --[(INV) starred_actors]--> The Last Journey --[directed_by]--> Bernard Vorhaus
Path (Raw):       Godfrey Tearle --[No Operation]--> Godfrey Tearle --[(INV) starred_actors]--> The Last Journey --[directed_by]--> Bernard Vorhaus
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film prince valiant were in which genres
Start Entity:     Prince Valiant
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Prince Valiant --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Path (Raw):       Prince Valiant --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Neg LogProb(↓):   0.523022
Path Entropy(↓):  1.152597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of lilith
Start Entity:     Lilith
Gold Answer:      [['The Hustler', 'They Came to Cordura', 'Alexander the Great', 'Island in the Sun', "All the King's Men", 'Body and Soul']]
Predicted Ans:    The Hustler
Predicted Path:   Lilith --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler
Path (Raw):       Lilith --[No Operation]--> Lilith --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler
Neg LogProb(↓):   0.538902
Path Entropy(↓):  1.069195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed midnight
Start Entity:     Midnight
Gold Answer:      [['Ray Milland', 'Fred MacMurray', 'Marlene Dietrich', 'Edward Arnold', 'Gene Tierney', 'Nigel Bruce', 'W.C. Fields', 'John Lund', 'Basil Rathbone', 'Jane Cowl', 'Phyllis Thaxter', 'Mary Anderson', 'Barbara Stanwyck', 'John C. Reilly', 'Paulette Goddard', 'Sam Riley', 'Amy Adams', 'Murvyn Vye', 'Vinícius de Oliveira', 'Sandra Corveloni', 'Olivia de Havilland', 'Roland Culver', 'Carole Lombard', 'Claudette Colbert', 'Thelma Ritter', 'Fernanda Montenegro', 'Rodrigo De la Serna', 'Luis Alberni', 'Arturo de Córdova', 'Jennifer Connelly', 'Garrett Hedlund', 'Joan Fontaine', 'Rodrigo Santoro', 'Miriam Hopkins', 'Kristen Stewart', 'Reginald Owen', 'Clark Gable', 'Charles Boyer', 'Tim Roth', 'Gael García Bernal', 'Patric Knowles', 'Jean Arthur', 'Victor Francen']]
Predicted Ans:    Marlene Dietrich
Predicted Path:   Midnight --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Golden Earrings --[starred_actors]--> Marlene Dietrich
Path (Raw):       Midnight --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Golden Earrings --[starred_actors]--> Marlene Dietrich
Neg LogProb(↓):   0.845709
Path Entropy(↓):  1.634578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was nelly alard an actor in
Start Entity:     Nelly Alard
Gold Answer:      [['Venice/Venice']]
Predicted Ans:    Venice/Venice
Predicted Path:   Nelly Alard --[(INV) starred_actors]--> Venice/Venice --[starred_actors]--> Nelly Alard --[(INV) starred_actors]--> Venice/Venice
Path (Raw):       Nelly Alard --[(INV) starred_actors]--> Venice/Venice --[starred_actors]--> Nelly Alard --[(INV) starred_actors]--> Venice/Venice
Neg LogProb(↓):   0.001569
Path Entropy(↓):  0.011729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie edward scissorhands
Start Entity:     Edward Scissorhands
Gold Answer:      [['dark', 'dark fantasy', 'hugo award', 'vincent price', 'burton', 'johnny depp', 'tim burton', 'dianne wiest', 'family', 'winona ryder', 'depp', 'fantasy']]
Predicted Ans:    dianne wiest
Predicted Path:   Edward Scissorhands --[has_tags]--> dianne wiest --[(INV) has_tags]--> Parenthood --[has_tags]--> dianne wiest
Path (Raw):       Edward Scissorhands --[has_tags]--> dianne wiest --[(INV) has_tags]--> Parenthood --[has_tags]--> dianne wiest
Neg LogProb(↓):   0.055499
Path Entropy(↓):  0.293141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of absentia is also the director of which movies
Start Entity:     Absentia
Gold Answer:      [['Oculus']]
Predicted Ans:    Oculus
Predicted Path:   Absentia --[directed_by]--> Mike Flanagan --[(INV) directed_by]--> Oculus
Path (Raw):       Absentia --[directed_by]--> Mike Flanagan --[(INV) directed_by]--> Oculus --[No Operation]--> Oculus
Neg LogProb(↓):   0.721552
Path Entropy(↓):  1.225233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director matthieu delaporte co - directed movies with who
Start Entity:     Matthieu Delaporte
Gold Answer:      [['Alexandre de La Patellière']]
Predicted Ans:    Alexandre de La Patellière
Predicted Path:   Matthieu Delaporte --[(INV) directed_by]--> What's in a Name? --[directed_by]--> Alexandre de La Patellière
Path (Raw):       Matthieu Delaporte --[No Operation]--> Matthieu Delaporte --[(INV) directed_by]--> What's in a Name? --[directed_by]--> Alexandre de La Patellière
Neg LogProb(↓):   0.175449
Path Entropy(↓):  0.441214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of julian fellowes
Start Entity:     Julian Fellowes
Gold Answer:      [['Nigel Balchin', 'Bob Balaban', 'Lucy M. Boston', 'Robert Altman']]
Predicted Ans:    Julian Fellowes
Predicted Path:   Julian Fellowes --[(INV) written_by]--> Gosford Park --[written_by]--> Julian Fellowes
Path (Raw):       Julian Fellowes --[No Operation]--> Julian Fellowes --[(INV) written_by]--> Gosford Park --[written_by]--> Julian Fellowes
Neg LogProb(↓):   0.270972
Path Entropy(↓):  0.553861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies starred by jolene blalock
Start Entity:     Jolene Blalock
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Jolene Blalock --[(INV) starred_actors]--> Slow Burn --[has_genre]--> Drama
Path (Raw):       Jolene Blalock --[No Operation]--> Jolene Blalock --[(INV) starred_actors]--> Slow Burn --[has_genre]--> Drama
Neg LogProb(↓):   0.310312
Path Entropy(↓):  0.580032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is the hidden face about
Start Entity:     The Hidden Face
Gold Answer:      [['thriller']]
Predicted Ans:    thriller
Predicted Path:   The Hidden Face --[written_by]--> Andrés Baiz --[(INV) written_by]--> The Hidden Face --[has_tags]--> thriller
Path (Raw):       The Hidden Face --[written_by]--> Andrés Baiz --[(INV) written_by]--> The Hidden Face --[has_tags]--> thriller
Neg LogProb(↓):   0.236594
Path Entropy(↓):  0.515099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of 42nd street starred who
Start Entity:     42nd Street
Gold Answer:      [['Ray Milland', 'Eddie Albert', 'Denis Lavant', 'Mireille Perrier', 'Marie Wilson', 'Ralph Bellamy', 'William Holden', 'Lola Lane', 'Jack Carson', 'Rosemary Lane', 'Raymond Massey', 'Ricardo Cortez', 'Ann Sheridan', 'Dick Powell', 'Al Jolson', 'Broderick Crawford', 'Bette Davis', 'Gloria Stuart', 'Frank McHugh', 'Ruby Keeler', 'Lucille Ball', 'Donald Crisp', 'George Raft', 'James Cagney', 'Joan Blondell', 'Kay Francis', 'Edward G. Robinson', 'Isabel Jewell', 'Barton MacLane', 'Victor Moore', 'Charlotte Greenwood', 'Ann Sothern', 'Humphrey Bogart', 'Jane Wyman', "Pat O'Brien"]]
Predicted Ans:    Pat O'Brien
Predicted Path:   42nd Street --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Here Comes the Navy --[starred_actors]--> Pat O'Brien
Path (Raw):       42nd Street --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Here Comes the Navy --[starred_actors]--> Pat O'Brien
Neg LogProb(↓):   0.447278
Path Entropy(↓):  1.351436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by anne gauthier
Start Entity:     Anne Gauthier
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Anne Gauthier --[(INV) starred_actors]--> Darkest Night --[has_genre]--> Horror
Path (Raw):       Anne Gauthier --[No Operation]--> Anne Gauthier --[(INV) starred_actors]--> Darkest Night --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film fargo
Start Entity:     Fargo
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2015', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '2001', '1996', '2011', '2013', '2000', '2005', '1991', '1999']]
Predicted Ans:    1999
Predicted Path:   Fargo --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Mystery Men --[release_year]--> 1999
Path (Raw):       Fargo --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Mystery Men --[release_year]--> 1999
Neg LogProb(↓):   0.471539
Path Entropy(↓):  1.021541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is zodiac about
Start Entity:     Zodiac
Gold Answer:      [['crime', 'serial killer', 'police', 'mark ruffalo', 'slow', 'david fincher', 'r', 'investigation', 'jake gyllenhaal']]
Predicted Ans:    jake gyllenhaal
Predicted Path:   Zodiac --[has_tags]--> jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain --[has_tags]--> jake gyllenhaal
Path (Raw):       Zodiac --[has_tags]--> jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain --[has_tags]--> jake gyllenhaal
Neg LogProb(↓):   0.094846
Path Entropy(↓):  0.374987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the sorcerer and the white snake in a few words
Start Entity:     The Sorcerer and the White Snake
Gold Answer:      [['jet li', 'china']]
Predicted Ans:    jet li
Predicted Path:   The Sorcerer and the White Snake --[has_tags]--> jet li --[(INV) has_tags]--> Once Upon a Time in China II --[has_tags]--> jet li
Path (Raw):       The Sorcerer and the White Snake --[has_tags]--> jet li --[(INV) has_tags]--> Once Upon a Time in China II --[has_tags]--> jet li
Neg LogProb(↓):   0.997270
Path Entropy(↓):  1.581212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor gianfranco bellini appeared in the same movie with who
Start Entity:     Gianfranco Bellini
Gold Answer:      [['Aldo Fabrizi']]
Predicted Ans:    Aldo Fabrizi
Predicted Path:   Gianfranco Bellini --[(INV) starred_actors]--> The Flowers of St. Francis --[starred_actors]--> Aldo Fabrizi
Path (Raw):       Gianfranco Bellini --[No Operation]--> Gianfranco Bellini --[(INV) starred_actors]--> The Flowers of St. Francis --[starred_actors]--> Aldo Fabrizi
Neg LogProb(↓):   0.014132
Path Entropy(↓):  0.073804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by herbert ross
Start Entity:     herbert ross
Gold Answer:      [['The Last of Sheila', 'The Turning Point', 'Play It Again, Sam', 'The Goodbye Girl', 'Steel Magnolias', 'My Blue Heaven', 'The Seven-Per-Cent Solution', 'Undercover Blues']]
Predicted Ans:    Undercover Blues
Predicted Path:   herbert ross --[(INV) has_tags]--> Undercover Blues --[has_tags]--> herbert ross --[(INV) has_tags]--> Undercover Blues
Path (Raw):       herbert ross --[(INV) has_tags]--> Undercover Blues --[has_tags]--> herbert ross --[(INV) has_tags]--> Undercover Blues
Neg LogProb(↓):   0.002710
Path Entropy(↓):  0.023735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is margaret
Start Entity:     Margaret
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Margaret --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Margaret --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.995674
Path Entropy(↓):  4.381016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by tim robbins
Start Entity:     Tim Robbins
Gold Answer:      [['Bob Roberts', 'Dead Man Walking', 'Cradle Will Rock']]
Predicted Ans:    Bob Roberts
Predicted Path:   Tim Robbins --[(INV) written_by]--> Bob Roberts --[written_by]--> Tim Robbins --[(INV) written_by]--> Bob Roberts
Path (Raw):       Tim Robbins --[(INV) written_by]--> Bob Roberts --[written_by]--> Tim Robbins --[(INV) written_by]--> Bob Roberts
Neg LogProb(↓):   0.994550
Path Entropy(↓):  1.679903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed atonement
Start Entity:     Atonement
Gold Answer:      [['Eric Bana', 'Greta Garbo', 'Matthew Macfadyen', 'Sean Bean', 'Mia Kirshner', 'Fredric March', 'Alfred Molina', 'Jamie Foxx', 'Cate Blanchett', 'Saoirse Ronan', 'Kelly Macdonald', "Maureen O'Sullivan", 'Sophie Marceau']]
Predicted Ans:    Greta Garbo
Predicted Path:   Atonement --[directed_by]--> Joe Wright --[(INV) directed_by]--> Anna Karenina --[starred_actors]--> Greta Garbo
Path (Raw):       Atonement --[directed_by]--> Joe Wright --[(INV) directed_by]--> Anna Karenina --[starred_actors]--> Greta Garbo
Neg LogProb(↓):   0.648990
Path Entropy(↓):  0.997597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film closer to the moon were released in which years
Start Entity:     Closer to the Moon
Gold Answer:      [['2009', '2008', '2010', '2004', '1996', '2014', '1932', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2002
Predicted Path:   Closer to the Moon --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Dummy --[release_year]--> 2002
Path (Raw):       Closer to the Moon --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Dummy --[release_year]--> 2002
Neg LogProb(↓):   0.231940
Path Entropy(↓):  0.780877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by ilian metev
Start Entity:     Ilian Metev
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Ilian Metev --[(INV) written_by]--> Sofia's Last Ambulance --[has_genre]--> Documentary
Path (Raw):       Ilian Metev --[No Operation]--> Ilian Metev --[(INV) written_by]--> Sofia's Last Ambulance --[has_genre]--> Documentary
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie that championship season
Start Entity:     That Championship Season
Gold Answer:      [['Bruce Dern', 'Robert Mitchum', 'Martin Sheen', 'Stacy Keach']]
Predicted Ans:    Robert Mitchum
Predicted Path:   That Championship Season --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Foreign Intrigue --[starred_actors]--> Robert Mitchum
Path (Raw):       That Championship Season --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Foreign Intrigue --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.328154
Path Entropy(↓):  0.798230
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of fierce creatures
Start Entity:     Fierce Creatures
Gold Answer:      [['Cantonese', 'Mandarin']]
Predicted Ans:    Cantonese
Predicted Path:   Fierce Creatures --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Path (Raw):       Fierce Creatures --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Neg LogProb(↓):   0.053745
Path Entropy(↓):  0.205505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the pickle
Start Entity:     The Pickle
Gold Answer:      [['William Shakespeare', 'Roger L. Simon', 'Paul Mazursky', 'Larry Tucker', 'Josh Greenfeld', 'Chazz Palminteri']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Pickle --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[written_by]--> William Shakespeare
Path (Raw):       The Pickle --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.273736
Path Entropy(↓):  0.986346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed garage days
Start Entity:     Garage Days
Gold Answer:      [['Lizabeth Scott', 'Dean Jagger', 'Nicolas Cage', 'William Hurt', 'Charlton Heston', 'Will Smith', 'Brandon Lee', 'Rufus Sewell', 'Alan Tudyk', 'Jennifer Connelly', 'Kiefer Sutherland', 'Bridget Moynahan', 'James Cromwell']]
Predicted Ans:    Charlton Heston
Predicted Path:   Garage Days --[directed_by]--> Alex Proyas --[(INV) directed_by]--> Dark City --[starred_actors]--> Charlton Heston
Path (Raw):       Garage Days --[directed_by]--> Alex Proyas --[(INV) directed_by]--> Dark City --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.605032
Path Entropy(↓):  1.479164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of all the fine young cannibals
Start Entity:     All the Fine Young Cannibals
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   All the Fine Young Cannibals --[written_by]--> Rosamond Marshall --[(INV) written_by]--> Kitty --[in_language]--> English
Path (Raw):       All the Fine Young Cannibals --[written_by]--> Rosamond Marshall --[(INV) written_by]--> Kitty --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about zack snyder
Start Entity:     zack snyder
Gold Answer:      [['Dawn of the Dead', '300', 'Man of Steel', 'Sucker Punch', 'Watchmen']]
Predicted Ans:    Watchmen
Predicted Path:   zack snyder --[(INV) has_tags]--> Watchmen --[has_tags]--> superheroes --[(INV) has_tags]--> Watchmen
Path (Raw):       zack snyder --[(INV) has_tags]--> Watchmen --[has_tags]--> superheroes --[(INV) has_tags]--> Watchmen
Neg LogProb(↓):   0.736883
Path Entropy(↓):  1.034011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie roxie hart were in which languages
Start Entity:     Roxie Hart
Gold Answer:      [['Russian']]
Predicted Ans:    Robert Lord
Predicted Path:   Roxie Hart --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[written_by]--> Robert Lord
Path (Raw):       Roxie Hart --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[written_by]--> Robert Lord
Neg LogProb(↓):   0.439451
Path Entropy(↓):  1.159306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote firestarter
Start Entity:     Firestarter
Gold Answer:      [['Brett Leonard', 'Paul Michael Glaser', 'Taylor Hackford', 'Tobe Hooper', 'Lewis Teague', 'Stanley Kubrick', 'Donald P. Borchers', 'Mikael Håfström', 'Lawrence Kasdan', 'Michael Gornick', 'David Koepp', 'John Carpenter', 'Scott Hicks', 'George A. Romero', 'Tom Holland', 'Bryan Singer', 'David Cronenberg', 'Mark Pavia', 'Ralph S. Singleton', 'Mary Lambert', 'Mick Garris', 'Frank Darabont', 'Stephen King', 'William Wyler', 'Fritz Kiersch', 'Brian De Palma', 'Rob Reiner']]
Predicted Ans:    George A. Romero
Predicted Path:   Firestarter --[written_by]--> Stephen King --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Path (Raw):       Firestarter --[written_by]--> Stephen King --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Neg LogProb(↓):   1.141787
Path Entropy(↓):  2.020746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by peter howitt in
Start Entity:     Peter Howitt
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter Howitt --[(INV) written_by]--> Sliding Doors --[has_genre]--> Comedy
Path (Raw):       Peter Howitt --[No Operation]--> Peter Howitt --[(INV) written_by]--> Sliding Doors --[has_genre]--> Comedy
Neg LogProb(↓):   0.392299
Path Entropy(↓):  0.630468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of the waterboy
Start Entity:     The Waterboy
Gold Answer:      [['Kevin James', 'Christopher Walken', 'Salma Hayek', 'Henry Winkler', 'Kevin Nealon', 'Drew Barrymore', 'Kate Beckinsale', 'Terry Crews', 'Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   The Waterboy --[directed_by]--> Frank Coraci --[(INV) directed_by]--> The Wedding Singer --[starred_actors]--> Adam Sandler
Path (Raw):       The Waterboy --[directed_by]--> Frank Coraci --[(INV) directed_by]--> The Wedding Singer --[starred_actors]--> Adam Sandler
Neg LogProb(↓):   0.353129
Path Entropy(↓):  0.697171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by aki avni
Start Entity:     Aki Avni
Gold Answer:      [['Hebrew']]
Predicted Ans:    Hebrew
Predicted Path:   Aki Avni --[(INV) starred_actors]--> Time of Favor --[in_language]--> Hebrew
Path (Raw):       Aki Avni --[No Operation]--> Aki Avni --[(INV) starred_actors]--> Time of Favor --[in_language]--> Hebrew
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by chloe rose
Start Entity:     Chloe Rose
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Chloe Rose --[(INV) starred_actors]--> The Lesser Blessed --[release_year]--> 2012
Path (Raw):       Chloe Rose --[No Operation]--> Chloe Rose --[(INV) starred_actors]--> The Lesser Blessed --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by walter deleon
Start Entity:     Walter DeLeon
Gold Answer:      [['Leo McCarey', 'George Marshall']]
Predicted Ans:    Leo McCarey
Predicted Path:   Walter DeLeon --[(INV) written_by]--> Ruggles of Red Gap --[directed_by]--> Leo McCarey
Path (Raw):       Walter DeLeon --[No Operation]--> Walter DeLeon --[(INV) written_by]--> Ruggles of Red Gap --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.008451
Path Entropy(↓):  0.048587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with reservoir dogs fall under
Start Entity:     Reservoir Dogs
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Reservoir Dogs --[written_by]--> Quentin Tarantino --[(INV) written_by]--> Django Unchained --[has_genre]--> Western
Path (Raw):       Reservoir Dogs --[written_by]--> Quentin Tarantino --[(INV) written_by]--> Django Unchained --[has_genre]--> Western
Neg LogProb(↓):   0.283150
Path Entropy(↓):  0.630576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the chorus in
Start Entity:     The Chorus
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Chorus --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Chorus --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.236013
Path Entropy(↓):  3.226349
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by james hand
Start Entity:     James Hand
Gold Answer:      [['Matt Muir']]
Predicted Ans:    Matt Muir
Predicted Path:   James Hand --[(INV) starred_actors]--> Thank You a Lot --[written_by]--> Matt Muir
Path (Raw):       James Hand --[No Operation]--> James Hand --[(INV) starred_actors]--> Thank You a Lot --[written_by]--> Matt Muir
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by gaylen ross released
Start Entity:     Gaylen Ross
Gold Answer:      [['1978', '2004']]
Predicted Ans:    1978
Predicted Path:   Gaylen Ross --[(INV) starred_actors]--> Dawn of the Dead --[release_year]--> 1978
Path (Raw):       Gaylen Ross --[No Operation]--> Gaylen Ross --[(INV) starred_actors]--> Dawn of the Dead --[release_year]--> 1978
Neg LogProb(↓):   0.393637
Path Entropy(↓):  0.630874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of johnny guitar
Start Entity:     Johnny Guitar
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Johnny Guitar --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[has_genre]--> War
Path (Raw):       Johnny Guitar --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[has_genre]--> War
Neg LogProb(↓):   0.392344
Path Entropy(↓):  0.891954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by harumi inoue
Start Entity:     Harumi Inoue
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Harumi Inoue --[(INV) starred_actors]--> Freeze Me --[in_language]--> Japanese
Path (Raw):       Harumi Inoue --[No Operation]--> Harumi Inoue --[(INV) starred_actors]--> Freeze Me --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film washington heights was written by who
Start Entity:     Washington Heights
Gold Answer:      [['Manny Perez', 'Alfredo De Villa']]
Predicted Ans:    Alfredo De Villa
Predicted Path:   Washington Heights --[written_by]--> Alfredo De Villa --[(INV) written_by]--> Washington Heights --[written_by]--> Alfredo De Villa
Path (Raw):       Washington Heights --[written_by]--> Alfredo De Villa --[(INV) written_by]--> Washington Heights --[written_by]--> Alfredo De Villa
Neg LogProb(↓):   0.066858
Path Entropy(↓):  0.262907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie red dragon were in which genres
Start Entity:     Red Dragon
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Red Dragon --[written_by]--> Thomas Harris --[(INV) written_by]--> Black Sunday --[has_genre]--> Thriller
Path (Raw):       Red Dragon --[written_by]--> Thomas Harris --[(INV) written_by]--> Black Sunday --[has_genre]--> Thriller
Neg LogProb(↓):   0.900952
Path Entropy(↓):  1.457038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by john pinette released
Start Entity:     John Pinette
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   John Pinette --[(INV) starred_actors]--> Simon Sez --[release_year]--> 1999
Path (Raw):       John Pinette --[No Operation]--> John Pinette --[(INV) starred_actors]--> Simon Sez --[release_year]--> 1999
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of crime spree also wrote which movies
Start Entity:     Crime Spree
Gold Answer:      [['Knight Moves', 'Body of Evidence', 'Shadows in the Sun']]
Predicted Ans:    Shadows in the Sun
Predicted Path:   Crime Spree --[written_by]--> Brad Mirman --[(INV) written_by]--> Shadows in the Sun
Path (Raw):       Crime Spree --[written_by]--> Brad Mirman --[(INV) written_by]--> Shadows in the Sun --[No Operation]--> Shadows in the Sun
Neg LogProb(↓):   0.371752
Path Entropy(↓):  0.644954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with stripes fall under
Start Entity:     Stripes
Gold Answer:      [['Sport', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Stripes --[written_by]--> Harold Ramis --[(INV) written_by]--> Analyze That --[has_genre]--> Comedy
Path (Raw):       Stripes --[written_by]--> Harold Ramis --[(INV) written_by]--> Analyze That --[has_genre]--> Comedy
Neg LogProb(↓):   0.248810
Path Entropy(↓):  0.710767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie nineteen eighty - four were in which languages
Start Entity:     Nineteen Eighty-Four
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Nineteen Eighty-Four --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[in_language]--> English
Path (Raw):       Nineteen Eighty-Four --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[in_language]--> English
Neg LogProb(↓):   1.121184
Path Entropy(↓):  1.340853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of watch on the rhine
Start Entity:     Watch on the Rhine
Gold Answer:      [['German']]
Predicted Ans:    Crime
Predicted Path:   Watch on the Rhine --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[has_genre]--> Crime
Path (Raw):       Watch on the Rhine --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[has_genre]--> Crime
Neg LogProb(↓):   0.297241
Path Entropy(↓):  0.826492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by ed gale
Start Entity:     Ed Gale
Gold Answer:      [['Willard Huyck']]
Predicted Ans:    Willard Huyck
Predicted Path:   Ed Gale --[(INV) starred_actors]--> Howard the Duck --[directed_by]--> Willard Huyck
Path (Raw):       Ed Gale --[No Operation]--> Ed Gale --[(INV) starred_actors]--> Howard the Duck --[directed_by]--> Willard Huyck
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of ball of fire
Start Entity:     Ball of Fire
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ball of Fire --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Ball of Fire --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.187906
Path Entropy(↓):  4.378406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by isao takahata released
Start Entity:     Isao Takahata
Gold Answer:      [['1988', '1994', '1999', '1991']]
Predicted Ans:    1988
Predicted Path:   Isao Takahata --[(INV) written_by]--> Grave of the Fireflies --[release_year]--> 1988
Path (Raw):       Isao Takahata --[No Operation]--> Isao Takahata --[(INV) written_by]--> Grave of the Fireflies --[release_year]--> 1988
Neg LogProb(↓):   0.721358
Path Entropy(↓):  0.937660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by edouard molinaro
Start Entity:     Édouard Molinaro
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Édouard Molinaro --[(INV) written_by]--> La Cage aux Folles --[release_year]--> 1978
Path (Raw):       Édouard Molinaro --[No Operation]--> Édouard Molinaro --[(INV) written_by]--> La Cage aux Folles --[release_year]--> 1978
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the uninvited
Start Entity:     The Uninvited
Gold Answer:      [['Hostile Witness', 'Panic in Year Zero!', 'The Big Clock', 'Dr. Jekyll and Mr. Hyde', 'The Crystal Ball', 'The Man from Laramie', 'Tender Comrade', 'California', 'Arise, My Love', 'Challenge to Lassie', 'Three Smart Girls', 'The Lost Weekend', 'The Oklahoma Kid', 'Dial M for Murder', 'The Private Lives of Elizabeth and Essex', 'How Green Was My Valley', 'Skylark', 'Three Brave Men', 'The Gilded Lily', 'The Great Gatsby', 'Golden Earrings', 'Easy Living', 'Beau Geste', 'It Happens Every Spring', 'The Major and the Minor', 'Northwest Passage', 'The Valley of Decision', 'The Philadelphia Story', 'Reap the Wild Wind', 'The Girl in the Red Velvet Swing', 'Flight Command', 'The Viking', 'Tennessee Johnson', 'National Velvet', 'Brother Orchid', 'The Thief', 'The Thing with Two Heads', 'Kitty', 'Son of Lassie', 'Bulldog Drummond Escapes', 'Love Story']]
Predicted Ans:    How Green Was My Valley
Predicted Path:   The Uninvited --[starred_actors]--> Donald Crisp --[(INV) starred_actors]--> How Green Was My Valley
Path (Raw):       The Uninvited --[starred_actors]--> Donald Crisp --[No Operation]--> Donald Crisp --[(INV) starred_actors]--> How Green Was My Valley
Neg LogProb(↓):   0.579890
Path Entropy(↓):  1.404649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe blow dry
Start Entity:     Blow Dry
Gold Answer:      [['british', 'alan rickman', 'rachel griffiths', 'british comedy', 'josh hartnett']]
Predicted Ans:    alan rickman
Predicted Path:   Blow Dry --[has_tags]--> alan rickman --[(INV) has_tags]--> Blow Dry --[has_tags]--> alan rickman
Path (Raw):       Blow Dry --[has_tags]--> alan rickman --[(INV) has_tags]--> Blow Dry --[has_tags]--> alan rickman
Neg LogProb(↓):   0.087121
Path Entropy(↓):  0.398344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of climates
Start Entity:     Climates
Gold Answer:      [['2008', '2011', '1999', '2014']]
Predicted Ans:    2014
Predicted Path:   Climates --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Winter Sleep --[release_year]--> 2014
Path (Raw):       Climates --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Winter Sleep --[release_year]--> 2014
Neg LogProb(↓):   0.206849
Path Entropy(↓):  0.614471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of she
Start Entity:     She
Gold Answer:      [['1995', '1958', '1987']]
Predicted Ans:    1995
Predicted Path:   She --[directed_by]--> Robert Day --[(INV) directed_by]--> The Quick and the Dead --[release_year]--> 1995
Path (Raw):       She --[directed_by]--> Robert Day --[(INV) directed_by]--> The Quick and the Dead --[release_year]--> 1995
Neg LogProb(↓):   1.006821
Path Entropy(↓):  1.779266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote monsieur batignole
Start Entity:     Monsieur Batignole
Gold Answer:      [['Gérard Jugnot']]
Predicted Ans:    Gérard Jugnot
Predicted Path:   Monsieur Batignole --[written_by]--> Gérard Jugnot --[(INV) written_by]--> Monsieur Batignole --[written_by]--> Gérard Jugnot
Path (Raw):       Monsieur Batignole --[written_by]--> Gérard Jugnot --[(INV) written_by]--> Monsieur Batignole --[written_by]--> Gérard Jugnot
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of battle royale
Start Entity:     Battle Royale
Gold Answer:      [['Kinji Fukasaku', 'Ivan Reiner']]
Predicted Ans:    Kinji Fukasaku
Predicted Path:   Battle Royale --[directed_by]--> Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[written_by]--> Kinji Fukasaku
Path (Raw):       Battle Royale --[directed_by]--> Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[written_by]--> Kinji Fukasaku
Neg LogProb(↓):   0.434662
Path Entropy(↓):  0.663421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film defendor
Start Entity:     Defendor
Gold Answer:      [['Gabriele Muccino', 'Gregory Widen', 'Matthew Cooke', 'Stephen Frears', 'Oren Moverman', 'Ron Shelton', 'Adrian Lyne', 'Paul Haggis', 'Jimmy Hayward', 'Martin Scorsese', 'Kent Jones', 'Alexander Payne', 'Louis Leterrier', 'Robert Altman', 'Gregg Champion', 'Oliver Stone', 'James Isaac', 'Scott Cooper', 'Ruben Fleischer', 'Jane Anderson', 'Andrew Davis', 'Jay Roach', 'Kent Alterman', 'David Cronenberg', 'Ron Mann', 'Zak Penn', 'Brett Ratner', 'Guy Moshe', 'Brad Anderson', 'Gavin Grazer', 'Mina Shum', 'Terrence Malick', 'S.R. Bindler', 'Volker Schlöndorff']]
Predicted Ans:    Ron Shelton
Predicted Path:   Defendor --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[directed_by]--> Ron Shelton
Path (Raw):       Defendor --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[directed_by]--> Ron Shelton
Neg LogProb(↓):   0.725193
Path Entropy(↓):  1.604526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by christopher hampton starred who
Start Entity:     Christopher Hampton
Gold Answer:      [['Patricia Arquette', 'Bob Hoskins']]
Predicted Ans:    Patricia Arquette
Predicted Path:   Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[starred_actors]--> Patricia Arquette
Path (Raw):       Christopher Hampton --[No Operation]--> Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[starred_actors]--> Patricia Arquette
Neg LogProb(↓):   0.753697
Path Entropy(↓):  1.051918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did ruth roman star in
Start Entity:     Ruth Roman
Gold Answer:      [['Bitter Victory', 'Beyond the Forest', 'The Baby', 'Lightning Strikes Twice', 'The Far Country', 'Strangers on a Train', 'Dallas']]
Predicted Ans:    Bitter Victory
Predicted Path:   Ruth Roman --[(INV) starred_actors]--> Bitter Victory --[starred_actors]--> Curd Jürgens --[(INV) starred_actors]--> Bitter Victory
Path (Raw):       Ruth Roman --[(INV) starred_actors]--> Bitter Victory --[starred_actors]--> Curd Jürgens --[(INV) starred_actors]--> Bitter Victory
Neg LogProb(↓):   0.125089
Path Entropy(↓):  0.418029
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of blackboards
Start Entity:     Blackboards
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Blackboards --[release_year]--> 2000 --[(INV) release_year]--> Born Romantic --[release_year]--> 2000
Path (Raw):       Blackboards --[release_year]--> 2000 --[(INV) release_year]--> Born Romantic --[release_year]--> 2000
Neg LogProb(↓):   2.740105
Path Entropy(↓):  3.973052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by dick powell
Start Entity:     Dick Powell
Gold Answer:      [['The Conqueror', 'The Hunters', 'Split Second', 'The Enemy Below']]
Predicted Ans:    The Enemy Below
Predicted Path:   Dick Powell --[(INV) directed_by]--> The Enemy Below --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Enemy Below
Path (Raw):       Dick Powell --[(INV) directed_by]--> The Enemy Below --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Enemy Below
Neg LogProb(↓):   0.446912
Path Entropy(↓):  1.050969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of rembrandt
Start Entity:     Rembrandt
Gold Answer:      [['The Bribe', 'Payment Deferred', 'The Canterville Ghost', 'The Suspect', 'Spartacus', 'It Started with Eve', 'If I Had a Million', 'The Hunchback of Notre Dame', 'The Big Clock', 'Sidewalks of London', 'Island of Lost Souls', 'The Strange Door', 'Ruggles of Red Gap', 'The Paradine Case', 'Witness for the Prosecution', 'The Old Dark House', 'Captain Kidd', "Hobson's Choice", 'The Sign of the Cross', 'Les Misérables', 'Abbott and Costello Meet Captain Kidd', 'Arch of Triumph', 'Young Bess', 'This Land Is Mine', 'Mutiny on the Bounty', 'The Barretts of Wimpole Street', 'Jamaica Inn']]
Predicted Ans:    Witness for the Prosecution
Predicted Path:   Rembrandt --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Path (Raw):       Rembrandt --[starred_actors]--> Charles Laughton --[No Operation]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Neg LogProb(↓):   0.616113
Path Entropy(↓):  1.580685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of texas also starred in which movies
Start Entity:     Texas
Gold Answer:      [['Wild Rovers', 'Sabrina', 'The Towering Inferno', 'Union Station', 'Jubal', 'Alvarez Kelly', 'The Violent Men', 'Escape from Fort Bravo', 'The Earthling', 'The Undercover Man', 'The Secret of Convict Lake', 'Affair in Trinidad', 'Picnic', 'Paris When It Sizzles', 'S.O.B.', 'Advance to the Rear', 'Golden Boy', 'The Country Girl', 'Network', 'The Sheepman', 'The Visitor', 'The 7th Dawn', 'The World of Suzie Wong', 'Trial', 'Fate Is the Hunter', 'The Bridge on the River Kwai', 'The Moon Is Blue', 'Love Is a Many-Splendored Thing', 'Lust for Gold', 'Interrupted Melody', 'The Big Heat', 'The Desperadoes', 'Toward the Unknown', 'The Man from the Alamo', 'Cimarron', 'The Bridges at Toko-Ri', 'The Mating of Millie', 'Experiment in Terror', 'Destroyer', 'A Stolen Life', 'Gilda', 'Satan Never Sleeps', 'Invisible Stripes', 'The Key', 'Born Yesterday', "Don't Go Near the Water", "The Courtship of Eddie's Father", 'Executive Suite', 'The Counterfeit Traitor', 'Happy Birthday to Me', 'Pocketful of Miracles', 'The Wild Bunch', 'Dear Heart', 'Arizona', 'The Loves of Carmen', 'The Fastest Gun Alive', 'Cowboy', 'Weary River', 'A Time for Killing', 'Stalag 17', 'The Horse Soldiers', 'Breezy', 'Torpedo Run', 'Midway', 'Our Town']]
Predicted Ans:    The Wild Bunch
Predicted Path:   Texas --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Path (Raw):       Texas --[starred_actors]--> William Holden --[No Operation]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Neg LogProb(↓):   1.338445
Path Entropy(↓):  2.338453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with split second fall under
Start Entity:     Split Second
Gold Answer:      [['Romance', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Split Second --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Soldier of Orange --[has_genre]--> War
Path (Raw):       Split Second --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Soldier of Orange --[has_genre]--> War
Neg LogProb(↓):   0.216026
Path Entropy(↓):  0.686409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by minna gombell fall under
Start Entity:     Minna Gombell
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Minna Gombell --[(INV) starred_actors]--> Bad Girl --[has_genre]--> Drama
Path (Raw):       Minna Gombell --[No Operation]--> Minna Gombell --[(INV) starred_actors]--> Bad Girl --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is underworld in
Start Entity:     Underworld
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Underworld --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Underworld --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.383932
Path Entropy(↓):  2.401618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the something for everyone director release
Start Entity:     Something for Everyone
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Something for Everyone --[directed_by]--> Harold Prince --[(INV) directed_by]--> A Little Night Music --[release_year]--> 1977
Path (Raw):       Something for Everyone --[directed_by]--> Harold Prince --[(INV) directed_by]--> A Little Night Music --[release_year]--> 1977
Neg LogProb(↓):   0.170641
Path Entropy(↓):  0.434542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of charles willeford
Start Entity:     Charles Willeford
Gold Answer:      [['George Armitage', 'Robinson Devor']]
Predicted Ans:    Charles Willeford
Predicted Path:   Charles Willeford --[(INV) written_by]--> Miami Blues --[written_by]--> Charles Willeford
Path (Raw):       Charles Willeford --[No Operation]--> Charles Willeford --[(INV) written_by]--> Miami Blues --[written_by]--> Charles Willeford
Neg LogProb(↓):   0.033823
Path Entropy(↓):  0.152495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote tomorrow night
Start Entity:     Tomorrow Night
Gold Answer:      [['2001', '2007']]
Predicted Ans:    2001
Predicted Path:   Tomorrow Night --[written_by]--> Louis C.K. --[(INV) written_by]--> Down to Earth --[release_year]--> 2001
Path (Raw):       Tomorrow Night --[written_by]--> Louis C.K. --[(INV) written_by]--> Down to Earth --[release_year]--> 2001
Neg LogProb(↓):   0.406842
Path Entropy(↓):  0.940414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the quiet
Start Entity:     The Quiet
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   The Quiet --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       The Quiet --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.848872
Path Entropy(↓):  4.280993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by eddie murphy
Start Entity:     Eddie Murphy
Gold Answer:      [['Harlem Nights']]
Predicted Ans:    Harlem Nights
Predicted Path:   Eddie Murphy --[(INV) directed_by]--> Harlem Nights --[directed_by]--> Eddie Murphy --[(INV) directed_by]--> Harlem Nights
Path (Raw):       Eddie Murphy --[(INV) directed_by]--> Harlem Nights --[directed_by]--> Eddie Murphy --[(INV) directed_by]--> Harlem Nights
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of eyes of an angel
Start Entity:     Eyes of an Angel
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Eyes of an Angel --[release_year]--> 1991 --[(INV) release_year]--> Delusion --[release_year]--> 1991
Path (Raw):       Eyes of an Angel --[release_year]--> 1991 --[(INV) release_year]--> Delusion --[release_year]--> 1991
Neg LogProb(↓):   3.126584
Path Entropy(↓):  4.398888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film marnie were released in which years
Start Entity:     Marnie
Gold Answer:      [['1970', '2003', '1992', '1959', '1993', '1967', '1979', '1974', '1968', '1963', '1998', '1982', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '1996', '1981', '2012', '1961', '1986', '1962', '1988', '2000', '1964', '1975', '1966', '1965', '1999', '1987', '1969']]
Predicted Ans:    1974
Predicted Path:   Marnie --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Path (Raw):       Marnie --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Neg LogProb(↓):   0.398445
Path Entropy(↓):  1.396687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter chizuru takahashi co - wrote movies with who
Start Entity:     Chizuru Takahashi
Gold Answer:      [['Hayao Miyazaki', 'Keiko Niwa']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Chizuru Takahashi --[(INV) written_by]--> From Up on Poppy Hill --[written_by]--> Hayao Miyazaki
Path (Raw):       Chizuru Takahashi --[No Operation]--> Chizuru Takahashi --[(INV) written_by]--> From Up on Poppy Hill --[written_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.000656
Path Entropy(↓):  0.005487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of pearl harbor were directed by who
Start Entity:     Pearl Harbor
Gold Answer:      [['Mel Gibson', 'Randall Wallace', 'James Whale']]
Predicted Ans:    Michael Bay
Predicted Path:   Pearl Harbor --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor --[directed_by]--> Michael Bay
Path (Raw):       Pearl Harbor --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor --[directed_by]--> Michael Bay
Neg LogProb(↓):   0.644327
Path Entropy(↓):  0.917177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of maggie grace starred movies
Start Entity:     Maggie Grace
Gold Answer:      [['Pierre Morel', 'John Carpenter', 'James Mather', 'Simon Helberg', 'Jocelyn Towne', 'Rupert Wainwright', 'Olivier Megaton']]
Predicted Ans:    Olivier Megaton
Predicted Path:   Maggie Grace --[(INV) starred_actors]--> Taken 3 --[directed_by]--> Olivier Megaton
Path (Raw):       Maggie Grace --[No Operation]--> Maggie Grace --[(INV) starred_actors]--> Taken 3 --[directed_by]--> Olivier Megaton
Neg LogProb(↓):   0.178352
Path Entropy(↓):  0.515156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does eric lange appear in
Start Entity:     Eric Lange
Gold Answer:      [['AM1200']]
Predicted Ans:    AM1200
Predicted Path:   Eric Lange --[(INV) starred_actors]--> AM1200 --[starred_actors]--> John Billingsley --[(INV) starred_actors]--> AM1200
Path (Raw):       Eric Lange --[(INV) starred_actors]--> AM1200 --[starred_actors]--> John Billingsley --[(INV) starred_actors]--> AM1200
Neg LogProb(↓):   0.219760
Path Entropy(↓):  0.496623
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the hanging tree
Start Entity:     The Hanging Tree
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   The Hanging Tree --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       The Hanging Tree --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.146573
Path Entropy(↓):  2.907753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie they won't forget
Start Entity:     They Won't Forget
Gold Answer:      [['1944', '1959', '1993', '1936', '1941', '1933', '1951', '1994', '1932', '1956', '1931', '1943', '1942', '1940', '1961', '1955', '1962', '1949', '1952', '1958']]
Predicted Ans:    1949
Predicted Path:   They Won't Forget --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Path (Raw):       They Won't Forget --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Neg LogProb(↓):   1.668067
Path Entropy(↓):  2.765090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of bird on a wire
Start Entity:     Bird on a Wire
Gold Answer:      [['John Badham']]
Predicted Ans:    John Badham
Predicted Path:   Bird on a Wire --[directed_by]--> John Badham --[(INV) directed_by]--> Point of No Return --[directed_by]--> John Badham
Path (Raw):       Bird on a Wire --[directed_by]--> John Badham --[(INV) directed_by]--> Point of No Return --[directed_by]--> John Badham
Neg LogProb(↓):   0.802008
Path Entropy(↓):  0.992490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film a double life
Start Entity:     A Double Life
Gold Answer:      [['Edward Knoblock', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Benjamin Glazer', 'Frederick Lonsdale', 'Preston Sturges', 'Irwin Shaw', 'Claudine West', 'George Froeschel', 'Wells Root', 'Charles Dickens', 'Dale Van Every', 'Justin Huntly McCarthy', 'Sidney Buchman', 'Frank Gruber', 'Steve Fisher', 'Donald Ogden Stewart', 'Corydon M. Wassell', 'Noel Langley', 'Sidney Harmon', 'John L. Balderston', 'Harold Bell Wright', 'André Picard', 'Sidney Howard', 'Arthur Wimperis', 'George S. Kaufman', 'James Hilton', 'John P. Marquand', 'Hans Jacoby']]
Predicted Ans:    André Picard
Predicted Path:   A Double Life --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[written_by]--> André Picard
Path (Raw):       A Double Life --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[written_by]--> André Picard
Neg LogProb(↓):   0.335166
Path Entropy(↓):  0.894143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film haunt
Start Entity:     Haunt
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Haunt --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Haunt --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.032619
Path Entropy(↓):  4.383667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of caprice
Start Entity:     Caprice
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Caprice --[release_year]--> 1967 --[(INV) release_year]--> The Trip --[release_year]--> 1967
Path (Raw):       Caprice --[release_year]--> 1967 --[(INV) release_year]--> The Trip --[release_year]--> 1967
Neg LogProb(↓):   2.166015
Path Entropy(↓):  3.268243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in tusk
Start Entity:     Tusk
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Tusk --[starred_actors]--> Justin Long --[(INV) starred_actors]--> Going the Distance --[in_language]--> English
Path (Raw):       Tusk --[starred_actors]--> Justin Long --[(INV) starred_actors]--> Going the Distance --[in_language]--> English
Neg LogProb(↓):   0.610320
Path Entropy(↓):  0.701654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by kate beckinsale
Start Entity:     Kate Beckinsale
Gold Answer:      [['Japanese', 'Thai', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Kate Beckinsale --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Kate Beckinsale --[No Operation]--> Kate Beckinsale --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.001739
Path Entropy(↓):  0.014147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of tight spot
Start Entity:     Tight Spot
Gold Answer:      [['Kitty Foyle', 'Barbary Coast', 'The Amazing Dr. Clitterhouse', 'The Ten Commandments', 'Top Hat', 'Nightfall', 'A Hole in the Head', 'Roxie Hart', 'Confessions of a Nazi Spy', 'Illegal', 'Larceny, Inc.', '5 Against the House', 'Follow the Fleet', 'The Violent Men', 'Seven Thieves', 'Primrose Path', 'Swing Time', 'The Wind and the Lion', 'Scarlet Street', 'The Woman in the Window', 'Star of Midnight', 'Hooper', 'Key Largo', 'The Gay Divorcee', 'Monkey Business', 'My Geisha', 'The Sea Wolf', 'Meteor', 'Once Upon a Honeymoon', 'Five Star Final', 'Tender Comrade', 'Storm Warning', 'Kid Galahad', 'Run of the Arrow', 'Carefree', 'A Slight Case of Murder', 'The Story of Vernon and Irene Castle', 'Our Vines Have Tender Grapes', 'Little Caesar', 'The Prize', 'Never a Dull Moment', 'With Six You Get Eggroll', 'Roberta', 'Smart Money', 'The Widow from Chicago', 'Romance in Manhattan', 'Destroyer', 'The Rare Breed', 'The Barkleys of Broadway', 'Nevada Smith', 'Night Has a Thousand Eyes', 'The Hatchet Man', 'Black Widow', 'A Bullet for Joey', 'The Parent Trap', 'Vice Squad', 'Bachelor Mother', "Dr. Ehrlich's Magic Bullet", 'The Major and the Minor', 'House of Strangers', 'The Glass Web', 'Bullets or Ballots', 'Double Indemnity', "We're Not Married!", "I'll Be Seeing You", 'The Mountain Men', 'Two Weeks in Another Town', 'Brother Orchid', "Sharky's Machine", 'Vivacious Lady', 'The Deadly Companions', 'Stage Door', "The Whole Town's Talking", 'The Stranger', 'Flying Down to Rio']]
Predicted Ans:    Monkey Business
Predicted Path:   Tight Spot --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Monkey Business
Path (Raw):       Tight Spot --[starred_actors]--> Ginger Rogers --[No Operation]--> Ginger Rogers --[(INV) starred_actors]--> Monkey Business
Neg LogProb(↓):   0.621267
Path Entropy(↓):  1.615844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the guest also starred in which films
Start Entity:     The Guest
Gold Answer:      [['Summer in February', 'The Cobbler']]
Predicted Ans:    The Cobbler
Predicted Path:   The Guest --[starred_actors]--> Dan Stevens --[(INV) starred_actors]--> The Cobbler
Path (Raw):       The Guest --[starred_actors]--> Dan Stevens --[No Operation]--> Dan Stevens --[(INV) starred_actors]--> The Cobbler
Neg LogProb(↓):   0.041445
Path Entropy(↓):  0.200000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by matt johnson in
Start Entity:     Matt Johnson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Matt Johnson --[(INV) starred_actors]--> The Dirties --[has_genre]--> Drama
Path (Raw):       Matt Johnson --[No Operation]--> Matt Johnson --[(INV) starred_actors]--> The Dirties --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film stoned
Start Entity:     Stoned
Gold Answer:      [['2000', '2009', '2010', '2004', '2006', '1999', '2012', '2011', '1928']]
Predicted Ans:    1999
Predicted Path:   Stoned --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[release_year]--> 1999
Path (Raw):       Stoned --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[release_year]--> 1999
Neg LogProb(↓):   0.041926
Path Entropy(↓):  0.224181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by peter billingsley
Start Entity:     Peter Billingsley
Gold Answer:      [['Couples Retreat']]
Predicted Ans:    Couples Retreat
Predicted Path:   Peter Billingsley --[(INV) directed_by]--> Couples Retreat --[directed_by]--> Peter Billingsley --[(INV) directed_by]--> Couples Retreat
Path (Raw):       Peter Billingsley --[(INV) directed_by]--> Couples Retreat --[directed_by]--> Peter Billingsley --[(INV) directed_by]--> Couples Retreat
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film brown of harvard
Start Entity:     Brown of Harvard
Gold Answer:      [['Jack Conway', 'Harry A. Pollard', 'Lewis Milestone', 'Billy Wilder', 'Sam Taylor', 'Harry Beaumont', 'George W. Hill']]
Predicted Ans:    Billy Wilder
Predicted Path:   Brown of Harvard --[starred_actors]--> Mary Brian --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Path (Raw):       Brown of Harvard --[starred_actors]--> Mary Brian --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.763490
Path Entropy(↓):  1.366058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie a promise
Start Entity:     A Promise
Gold Answer:      [['Sidney Carroll', 'Bram Stoker', 'David Howard', 'Woody Allen', 'Ethan Coen', 'Charles Perrault', 'Robert Gordon', 'Randall Miller', 'Nicole Holofcener', 'Simon Beaufoy', 'Radha Bharadwaj', 'Robert L. Freedman', 'Sebastian Gutierrez', 'Stephen Poliakoff', 'Jack Paglen', 'J.T. Tepnapa', 'Carlos Pedraza', 'Jody Savin', 'Ross Schwartz', 'Alvin Sargent', 'Nick Murphy', 'Chris Weitz', 'Jack Davies']]
Predicted Ans:    Stephen Poliakoff
Predicted Path:   A Promise --[starred_actors]--> Alan Rickman --[(INV) starred_actors]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Path (Raw):       A Promise --[starred_actors]--> Alan Rickman --[(INV) starred_actors]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Neg LogProb(↓):   0.067893
Path Entropy(↓):  0.352648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by taken 2 actors
Start Entity:     Taken 2
Gold Answer:      [['Rob Walker', 'Robert Wise', 'Eric Blakeney', 'Jan de Bont', 'Richard Eyre', 'John Polson', 'Paul Haggis', 'Oren Rudavsky', 'Eric Red', 'Scott Frank', 'Graeme Clifford', 'John Madden', 'Michael Apted', 'Buddy Van Horn', 'James Mather', 'Christopher Nolan', 'David Seltzer', 'Simon Brand', 'Jonathan Liebesman', 'Greg MacGillivray', 'Seth MacFarlane', 'William Malone', 'Joe Carnahan', 'Stephen Sommers', 'Simon Moore', 'Peter Berg', 'Leonard Nimoy', 'Pierre Morel', 'John Carpenter', 'Neil Jordan', 'Sam Raimi', 'Bill Condon', 'Jonathan Levine', 'Bryan Singer', 'Atom Egoyan', 'Steven Spielberg', 'Olivier Megaton', 'Richard Pearce', 'Peter Yates', 'Stephen Hopkins', 'Peter Lepeniotis', 'Simon Helberg', 'Jocelyn Towne', 'David Von Ancken', 'Rupert Wainwright', 'William Castle', 'Barbet Schroeder', 'John Irvin']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Taken 2 --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> Atom Egoyan
Path (Raw):       Taken 2 --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> Atom Egoyan
Neg LogProb(↓):   0.854317
Path Entropy(↓):  1.908664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote hannah and her sisters
Start Entity:     Hannah and Her Sisters
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Hannah and Her Sisters --[written_by]--> Woody Allen --[(INV) written_by]--> Radio Days --[has_genre]--> Comedy
Path (Raw):       Hannah and Her Sisters --[written_by]--> Woody Allen --[(INV) written_by]--> Radio Days --[has_genre]--> Comedy
Neg LogProb(↓):   1.189234
Path Entropy(↓):  2.509266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by ghost actors
Start Entity:     Ghost
Gold Answer:      [['French', 'English', 'Korean', 'German']]
Predicted Ans:    Korean
Predicted Path:   Ghost --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Path (Raw):       Ghost --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.270736
Path Entropy(↓):  0.550407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie fiddler on the roof were released in which years
Start Entity:     Fiddler on the Roof
Gold Answer:      [['1980']]
Predicted Ans:    1971
Predicted Path:   Fiddler on the Roof --[starred_actors]--> Leonard Frey --[(INV) starred_actors]--> Fiddler on the Roof --[release_year]--> 1971
Path (Raw):       Fiddler on the Roof --[starred_actors]--> Leonard Frey --[(INV) starred_actors]--> Fiddler on the Roof --[release_year]--> 1971
Neg LogProb(↓):   0.044684
Path Entropy(↓):  0.179530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the film kitty
Start Entity:     Kitty
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Kitty --[release_year]--> 1945 --[(INV) release_year]--> Cornered --[release_year]--> 1945
Path (Raw):       Kitty --[release_year]--> 1945 --[(INV) release_year]--> Cornered --[release_year]--> 1945
Neg LogProb(↓):   2.966784
Path Entropy(↓):  3.948860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in john q
Start Entity:     John Q
Gold Answer:      [['Denzel Washington']]
Predicted Ans:    Denzel Washington
Predicted Path:   John Q --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> He Got Game --[starred_actors]--> Denzel Washington
Path (Raw):       John Q --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> He Got Game --[starred_actors]--> Denzel Washington
Neg LogProb(↓):   0.043795
Path Entropy(↓):  0.257197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did ben wheatley direct
Start Entity:     Ben Wheatley
Gold Answer:      [['Down Terrace', 'A Field in England', 'Sightseers', 'Kill List']]
Predicted Ans:    Down Terrace
Predicted Path:   Ben Wheatley --[(INV) directed_by]--> Down Terrace --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace
Path (Raw):       Ben Wheatley --[(INV) directed_by]--> Down Terrace --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace
Neg LogProb(↓):   0.358743
Path Entropy(↓):  0.989470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the inferno director
Start Entity:     Inferno
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Inferno --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[has_genre]--> Horror
Path (Raw):       Inferno --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.586845
Path Entropy(↓):  1.380144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of puccini for beginners
Start Entity:     Puccini for Beginners
Gold Answer:      [['Maria Maggenti']]
Predicted Ans:    Maria Maggenti
Predicted Path:   Puccini for Beginners --[directed_by]--> Maria Maggenti --[(INV) directed_by]--> The Incredibly True Adventure of Two Girls in Love --[written_by]--> Maria Maggenti
Path (Raw):       Puccini for Beginners --[directed_by]--> Maria Maggenti --[(INV) directed_by]--> The Incredibly True Adventure of Two Girls in Love --[written_by]--> Maria Maggenti
Neg LogProb(↓):   1.088124
Path Entropy(↓):  1.579360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by teachers actors release
Start Entity:     Teachers
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1979', '1984', '1977', '2007', '1998', '2010', '2004', '1982', '1994', '1983', '1948', '1990', '1989', '1942', '1996', '2002', '2012', '2011', '1962', '1988', '1978', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1997
Predicted Path:   Teachers --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> Affliction --[release_year]--> 1997
Path (Raw):       Teachers --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> Affliction --[release_year]--> 1997
Neg LogProb(↓):   1.393954
Path Entropy(↓):  2.355764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with you can count on me fall under
Start Entity:     You Can Count on Me
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   You Can Count on Me --[directed_by]--> Kenneth Lonergan --[(INV) directed_by]--> You Can Count on Me --[has_genre]--> Drama
Path (Raw):       You Can Count on Me --[directed_by]--> Kenneth Lonergan --[(INV) directed_by]--> You Can Count on Me --[has_genre]--> Drama
Neg LogProb(↓):   0.161955
Path Entropy(↓):  0.590555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film grandma's boy starred which actors
Start Entity:     Grandma's Boy
Gold Answer:      [['Shirley Jones', 'Allen Covert', 'Linda Cardellini']]
Predicted Ans:    Harold Lloyd
Predicted Path:   Grandma's Boy --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Kid Brother --[starred_actors]--> Harold Lloyd
Path (Raw):       Grandma's Boy --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Kid Brother --[starred_actors]--> Harold Lloyd
Neg LogProb(↓):   0.359009
Path Entropy(↓):  1.106163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie adore released
Start Entity:     Adore
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Adore --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Adore --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.123420
Path Entropy(↓):  4.528882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the underdog director
Start Entity:     Underdog
Gold Answer:      [['Frederik Du Chau']]
Predicted Ans:    Frederik Du Chau
Predicted Path:   Underdog --[directed_by]--> Frederik Du Chau --[(INV) directed_by]--> Underdog --[directed_by]--> Frederik Du Chau
Path (Raw):       Underdog --[directed_by]--> Frederik Du Chau --[(INV) directed_by]--> Underdog --[directed_by]--> Frederik Du Chau
Neg LogProb(↓):   0.079743
Path Entropy(↓):  0.270515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by bob dylan
Start Entity:     Bob Dylan
Gold Answer:      [['Larry Charles']]
Predicted Ans:    Larry Charles
Predicted Path:   Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous --[directed_by]--> Larry Charles
Path (Raw):       Bob Dylan --[No Operation]--> Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous --[directed_by]--> Larry Charles
Neg LogProb(↓):   0.447214
Path Entropy(↓):  0.653762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did maeve binchy write the story for
Start Entity:     Maeve Binchy
Gold Answer:      [['Circle of Friends']]
Predicted Ans:    Circle of Friends
Predicted Path:   Maeve Binchy --[(INV) written_by]--> Circle of Friends --[written_by]--> Maeve Binchy --[(INV) written_by]--> Circle of Friends
Path (Raw):       Maeve Binchy --[(INV) written_by]--> Circle of Friends --[written_by]--> Maeve Binchy --[(INV) written_by]--> Circle of Friends
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed arthur newman
Start Entity:     Arthur Newman
Gold Answer:      [['Dante Ariola']]
Predicted Ans:    Dante Ariola
Predicted Path:   Arthur Newman --[directed_by]--> Dante Ariola --[(INV) directed_by]--> Arthur Newman --[directed_by]--> Dante Ariola
Path (Raw):       Arthur Newman --[directed_by]--> Dante Ariola --[(INV) directed_by]--> Arthur Newman --[directed_by]--> Dante Ariola
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by philippe grandrieux starred which actors
Start Entity:     Philippe Grandrieux
Gold Answer:      [['Elina Löwensohn', 'Marc Barbé']]
Predicted Ans:    Elina Löwensohn
Predicted Path:   Philippe Grandrieux --[(INV) directed_by]--> Sombre --[starred_actors]--> Elina Löwensohn
Path (Raw):       Philippe Grandrieux --[No Operation]--> Philippe Grandrieux --[(INV) directed_by]--> Sombre --[starred_actors]--> Elina Löwensohn
Neg LogProb(↓):   0.000672
Path Entropy(↓):  0.005592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of a most wanted man
Start Entity:     A Most Wanted Man
Gold Answer:      [['Synecdoche, New York', "Charlie Wilson's War", 'Love Liza', 'Doubt', 'Owning Mahowny', 'Mary and Max', "God's Pocket", 'Flawless', "Before the Devil Knows You're Dead", 'The Ides of March', 'The Savages', 'Jack Goes Boating', 'Capote']]
Predicted Ans:    Flawless
Predicted Path:   A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Path (Raw):       A Most Wanted Man --[No Operation]--> A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Neg LogProb(↓):   0.241015
Path Entropy(↓):  1.009861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of when a stranger calls
Start Entity:     When a Stranger Calls
Gold Answer:      [['Horror', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   When a Stranger Calls --[directed_by]--> Fred Walton --[(INV) directed_by]--> April Fool's Day --[has_genre]--> Comedy
Path (Raw):       When a Stranger Calls --[directed_by]--> Fred Walton --[(INV) directed_by]--> April Fool's Day --[has_genre]--> Comedy
Neg LogProb(↓):   0.164532
Path Entropy(↓):  0.573950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of bright young things
Start Entity:     Bright Young Things
Gold Answer:      [['Kenneth Branagh', 'Charles Sturridge', 'Tony Richardson', 'Julian Jarrold', 'Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Bright Young Things --[written_by]--> Stephen Fry --[(INV) written_by]--> The Magic Flute --[directed_by]--> Ingmar Bergman
Path (Raw):       Bright Young Things --[written_by]--> Stephen Fry --[(INV) written_by]--> The Magic Flute --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.836316
Path Entropy(↓):  1.312217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jun tazaki star in
Start Entity:     Jun Tazaki
Gold Answer:      [['Destroy All Monsters']]
Predicted Ans:    Son of Godzilla
Predicted Path:   Jun Tazaki --[(INV) starred_actors]--> Destroy All Monsters --[starred_actors]--> Akira Kubo --[(INV) starred_actors]--> Son of Godzilla
Path (Raw):       Jun Tazaki --[(INV) starred_actors]--> Destroy All Monsters --[starred_actors]--> Akira Kubo --[(INV) starred_actors]--> Son of Godzilla
Neg LogProb(↓):   0.059459
Path Entropy(↓):  0.237067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did suroosh alvi star in
Start Entity:     Suroosh Alvi
Gold Answer:      [['Heavy Metal in Baghdad']]
Predicted Ans:    Heavy Metal in Baghdad
Predicted Path:   Suroosh Alvi --[(INV) starred_actors]--> Heavy Metal in Baghdad --[starred_actors]--> Suroosh Alvi --[(INV) starred_actors]--> Heavy Metal in Baghdad
Path (Raw):       Suroosh Alvi --[(INV) starred_actors]--> Heavy Metal in Baghdad --[starred_actors]--> Suroosh Alvi --[(INV) starred_actors]--> Heavy Metal in Baghdad
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000091
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie barfi! were released in which years
Start Entity:     Barfi!
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Barfi! --[directed_by]--> Anurag Basu --[(INV) directed_by]--> Kites --[release_year]--> 2010
Path (Raw):       Barfi! --[directed_by]--> Anurag Basu --[(INV) directed_by]--> Kites --[release_year]--> 2010
Neg LogProb(↓):   0.008087
Path Entropy(↓):  0.046902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in roman holiday also appears in which films
Start Entity:     Roman Holiday
Gold Answer:      [['MacArthur', 'Sabrina', 'The Snows of Kilimanjaro', 'David and Bathsheba', 'They All Laughed', 'The Great Sinner', 'Spellbound', 'The Purple Plain', "Twelve O'Clock High", "Gentleman's Agreement", 'Billy Two Hats', 'Paris When It Sizzles', 'The Man in the Gray Flannel Suit', "Mackenna's Gold", 'Days of Glory', 'The Guns of Navarone', 'The Scarlet and the Black', "Other People's Money", 'Designing Woman', 'Arabesque', 'Moby Dick', 'Captain Horatio Hornblower R.N.', 'The Yearling', 'Captain Newman, M.D.', 'Wait Until Dark', "Breakfast at Tiffany's", 'Marooned', 'On the Beach', 'Robin and Marian', 'The Boys from Brazil', 'Old Gringo', 'The Bravados', 'The Paradine Case', 'Cape Fear', 'Night People', 'The Keys of the Kingdom', 'Amazing Grace and Chuck', 'Mirage', 'Funny Face', 'Pork Chop Hill', "The Nun's Story", 'The Unforgiven', 'The Valley of Decision', 'Behold a Pale Horse', 'I Walk the Line', 'The Sea Wolves', 'The Gunfighter', "The Children's Hour", 'Duel in the Sun', 'Love in the Afternoon', 'War and Peace', 'Charade', 'The Big Country', 'To Kill a Mockingbird', 'Two for the Road', 'The Omen', 'How to Steal a Million']]
Predicted Ans:    Sabrina
Predicted Path:   Roman Holiday --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina
Path (Raw):       Roman Holiday --[starred_actors]--> Audrey Hepburn --[No Operation]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   0.887567
Path Entropy(↓):  1.801238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of search and destroy
Start Entity:     Search and Destroy
Gold Answer:      [['Biography', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Search and Destroy --[written_by]--> Howard Korder --[(INV) written_by]--> Search and Destroy --[has_genre]--> Drama
Path (Raw):       Search and Destroy --[written_by]--> Howard Korder --[(INV) written_by]--> Search and Destroy --[has_genre]--> Drama
Neg LogProb(↓):   0.466127
Path Entropy(↓):  0.866543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe movie up in arms
Start Entity:     Up in Arms
Gold Answer:      [['elliott nugent', 'danny kaye']]
Predicted Ans:    elliott nugent
Predicted Path:   Up in Arms --[has_tags]--> elliott nugent --[(INV) has_tags]--> Mr. Belvedere Goes to College --[has_tags]--> elliott nugent
Path (Raw):       Up in Arms --[has_tags]--> elliott nugent --[(INV) has_tags]--> Mr. Belvedere Goes to College --[has_tags]--> elliott nugent
Neg LogProb(↓):   0.313270
Path Entropy(↓):  0.596280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of cloudburst
Start Entity:     Cloudburst
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cloudburst --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> The Event --[has_genre]--> Drama
Path (Raw):       Cloudburst --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> The Event --[has_genre]--> Drama
Neg LogProb(↓):   0.349668
Path Entropy(↓):  0.642510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film carried away released
Start Entity:     Carried Away
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Carried Away --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Carried Away --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.616417
Path Entropy(↓):  4.286529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of caprice
Start Entity:     Caprice
Gold Answer:      [['Lucille Ball', 'Bob Hope', 'Ilona Massey', 'Tony Randall', 'Jane Russell', 'Joan Blondell', 'Jayne Mansfield', 'Betsy Drake', 'Eddie Albert', 'Roy Rogers', 'Tom Ewell', "Edmond O'Brien", 'Jerry Lewis', 'Julie London', 'Harpo Marx', 'Chico Marx']]
Predicted Ans:    Richard Harris
Predicted Path:   Caprice --[written_by]--> Frank Tashlin --[(INV) written_by]--> Caprice --[starred_actors]--> Richard Harris
Path (Raw):       Caprice --[written_by]--> Frank Tashlin --[(INV) written_by]--> Caprice --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.743671
Path Entropy(↓):  1.283534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films written by andrew davis
Start Entity:     Andrew Davis
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Andrew Davis --[(INV) written_by]--> Above the Law --[has_genre]--> Action
Path (Raw):       Andrew Davis --[No Operation]--> Andrew Davis --[(INV) written_by]--> Above the Law --[has_genre]--> Action
Neg LogProb(↓):   0.001603
Path Entropy(↓):  0.011912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed four sons
Start Entity:     Four Sons
Gold Answer:      [['Abem Finkel', 'Dudley Nichols', 'Lamar Trotti', 'Joseph Fields', 'Roland Kibbee', 'Julien Josephson', 'Sinclair Lewis', 'Roy Huggins', 'Willard Robertson', 'Nunnally Johnson', 'Rudyard Kipling', 'Alan Le May', 'Philip MacDonald', 'Maurice Walsh', "Sean O'Casey", 'Erskine Caldwell', 'James Norman Hall', 'Wallace Smith', 'W.R. Burnett', 'James Kevin McGuinness', 'John Lee Mahin', 'Rowland Brown', 'Martin Rackin', 'Harold Sinclair', 'Maurice Hanline', 'Sam Hellman', 'Samuel G. Engel', 'Robert Lord', 'J. Grubb Alexander', 'Harry Segall', 'Janet Green', 'Wilson Collison', 'William Wister Haines', 'John Steinbeck', "Edwin O'Connor", 'Sy Gomberg', 'James Gould Cozzens', 'Laird Doyle', 'Carroll Graham', 'Dan Gordon', 'Sidney Howard', 'John McCormick', 'Graham Greene', 'Norah Lofts', 'Thomas Heggen', 'Donald Henderson Clarke', 'Marty Maher', 'Willis Goldbeck', 'Laurence Stallings', 'Peter B. Kyne', 'Irvin S. Cobb', 'Jo Swerling', 'Ernest Haycox', 'Maxwell Anderson', 'Walter D. Edmonds', 'Talbot Mundy', 'Ernest Pascal', 'Robert Riskin', 'Will Cook', 'William L. White', 'Philip Dunne', "John O'Hara", 'Casey Robinson', 'John Ford', 'Dorothy M. Johnson', 'Winston Miller', 'Richard Llewellyn', 'Frank S. Nugent', "Liam O'Flaherty", 'James Warner Bellah', 'Gregory Nava', 'James R. Webb', 'Joshua Logan', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Garrett Fort', "Eugene O'Neill"]]
Predicted Ans:    Graham Greene
Predicted Path:   Four Sons --[directed_by]--> John Ford --[(INV) directed_by]--> The Fugitive --[written_by]--> Graham Greene
Path (Raw):       Four Sons --[directed_by]--> John Ford --[(INV) directed_by]--> The Fugitive --[written_by]--> Graham Greene
Neg LogProb(↓):   1.862391
Path Entropy(↓):  2.579829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is city of joy about
Start Entity:     City of Joy
Gold Answer:      [['india']]
Predicted Ans:    india
Predicted Path:   City of Joy --[has_tags]--> india --[(INV) has_tags]--> Delhi Belly --[has_tags]--> india
Path (Raw):       City of Joy --[has_tags]--> india --[(INV) has_tags]--> Delhi Belly --[has_tags]--> india
Neg LogProb(↓):   0.011125
Path Entropy(↓):  0.068887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe forbidden zone
Start Entity:     Forbidden Zone
Gold Answer:      [['musical']]
Predicted Ans:    fred astaire
Predicted Path:   Forbidden Zone --[has_tags]--> musical --[(INV) has_tags]--> Daddy Long Legs --[has_tags]--> fred astaire
Path (Raw):       Forbidden Zone --[has_tags]--> musical --[(INV) has_tags]--> Daddy Long Legs --[has_tags]--> fred astaire
Neg LogProb(↓):   0.010537
Path Entropy(↓):  0.070240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of the milk of sorrow
Start Entity:     The Milk of Sorrow
Gold Answer:      [['Altiplano', 'Madeinusa']]
Predicted Ans:    Altiplano
Predicted Path:   The Milk of Sorrow --[starred_actors]--> Magaly Solier --[(INV) starred_actors]--> Altiplano
Path (Raw):       The Milk of Sorrow --[No Operation]--> The Milk of Sorrow --[starred_actors]--> Magaly Solier --[(INV) starred_actors]--> Altiplano
Neg LogProb(↓):   0.567119
Path Entropy(↓):  0.730683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in fried green tomatoes
Start Entity:     Fried Green Tomatoes
Gold Answer:      [['Mary Stuart Masterson', 'Jessica Tandy', 'Kathy Bates']]
Predicted Ans:    Lea Thompson
Predicted Path:   Fried Green Tomatoes --[starred_actors]--> Mary Stuart Masterson --[(INV) starred_actors]--> Some Kind of Wonderful --[starred_actors]--> Lea Thompson
Path (Raw):       Fried Green Tomatoes --[starred_actors]--> Mary Stuart Masterson --[(INV) starred_actors]--> Some Kind of Wonderful --[starred_actors]--> Lea Thompson
Neg LogProb(↓):   0.467312
Path Entropy(↓):  1.114040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film rosemary's baby are written by who
Start Entity:     Rosemary's Baby
Gold Answer:      [['Elaine May', 'Grover Jones', 'Peter Hyams', 'Paul Mazursky', 'Lewis Carroll', 'Richard Price', 'Robert E. Sherwood', 'Aleksandr Gordon', 'Ernest Hemingway', 'Peter S. Beagle', 'Penny Panayotopoulou', 'William Shakespeare', 'George Tabori', 'Marco Denevi', 'Gavin Lambert', 'Woody Allen', 'Richard Maibaum', 'John Farris', 'Cyril Hume', 'Ray Russell', 'George Franklin', 'Robert Altman', 'Andrei Tarkovsky', 'Corey Allen', 'F. Scott Fitzgerald', 'Ursula Curtiss', 'Baz Luhrmann', 'Theodore Apstein', 'Michel Gondry', 'Owen Davis', 'John Cassavetes', 'Colin Higgins', 'David Frankel', 'Dan Madigan', 'Francis Ford Coppola', 'Sofia Coppola', 'Anthony Veiller', 'Marco Martins', 'Robert Klane', 'Hugh Leonard', 'Douglas Morrow', 'Robert Alan Aurthur', 'Frederick Nolan']]
Predicted Ans:    Woody Allen
Predicted Path:   Rosemary's Baby --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Path (Raw):       Rosemary's Baby --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   0.653514
Path Entropy(↓):  1.473122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by josann mcgibbon
Start Entity:     Josann McGibbon
Gold Answer:      [['Donald Petrie', 'Garry Marshall', 'Will Mackenzie']]
Predicted Ans:    Garry Marshall
Predicted Path:   Josann McGibbon --[(INV) written_by]--> Runaway Bride --[directed_by]--> Garry Marshall
Path (Raw):       Josann McGibbon --[No Operation]--> Josann McGibbon --[(INV) written_by]--> Runaway Bride --[directed_by]--> Garry Marshall
Neg LogProb(↓):   0.049522
Path Entropy(↓):  0.193770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is castle on the hudson
Start Entity:     Castle on the Hudson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Castle on the Hudson --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Castle on the Hudson --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.579746
Path Entropy(↓):  4.624753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by harley peyton release
Start Entity:     Harley Peyton
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Harley Peyton --[(INV) written_by]--> Heaven's Prisoners --[release_year]--> 1996
Path (Raw):       Harley Peyton --[No Operation]--> Harley Peyton --[(INV) written_by]--> Heaven's Prisoners --[release_year]--> 1996
Neg LogProb(↓):   0.000094
Path Entropy(↓):  0.000967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie home on the range are written by who
Start Entity:     Home on the Range
Gold Answer:      [['Wayne Wang', 'Paul Auster', 'Barry Strugatz', 'Mark R. Burns', 'Fay Weldon']]
Predicted Ans:    Wayne Wang
Predicted Path:   Home on the Range --[starred_actors]--> Roseanne Barr --[(INV) starred_actors]--> Blue in the Face --[written_by]--> Wayne Wang
Path (Raw):       Home on the Range --[starred_actors]--> Roseanne Barr --[(INV) starred_actors]--> Blue in the Face --[written_by]--> Wayne Wang
Neg LogProb(↓):   0.088579
Path Entropy(↓):  0.300496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the that uncertain feeling director release
Start Entity:     That Uncertain Feeling
Gold Answer:      [['1946', '1984', '2007', '1939', '1933', '1982', '1932', '1931', '1943', '1983', '1948', '1942', '1940', '1918', '1922', '2011', '1934', '1978', '1952', '1925', '1929', '1927', '1937', '1930']]
Predicted Ans:    1932
Predicted Path:   That Uncertain Feeling --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Path (Raw):       That Uncertain Feeling --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Neg LogProb(↓):   1.261222
Path Entropy(↓):  2.358514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did dalton trumbo direct
Start Entity:     Dalton Trumbo
Gold Answer:      [['Johnny Got His Gun']]
Predicted Ans:    Johnny Got His Gun
Predicted Path:   Dalton Trumbo --[(INV) directed_by]--> Johnny Got His Gun --[directed_by]--> Dalton Trumbo --[(INV) directed_by]--> Johnny Got His Gun
Path (Raw):       Dalton Trumbo --[(INV) directed_by]--> Johnny Got His Gun --[directed_by]--> Dalton Trumbo --[(INV) directed_by]--> Johnny Got His Gun
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in into the night
Start Entity:     Into the Night
Gold Answer:      [['Armitage Trail', 'Christopher Hampton', 'John le Carré', 'David Hollander', 'Jessie Nelson', 'David E. Kelley', 'Michael Brady', 'Martin Scorsese', 'Rudy De Luca', 'Luc Besson', 'Tom Stoppard', 'William Shakespeare', 'Roberto Orci', 'Alex Kurtzman', 'Robert Towne', 'Michael Hoffman', 'Alan Alda', 'Jane Smiley', 'Roland Emmerich', 'Allan Loeb', 'Oliver Stone', 'John Updike', 'Don Roos', 'Daniel Waters', 'Jim Harrison', 'Eric Wareheim', 'Lawrence Kasdan', 'Tim Heidecker', 'Ettore Scola', 'Victor Salva', 'Edith Wharton', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Tonino Benacquista', 'Jeffrey Eugenides', 'Wesley Strick', 'Steve Kloves', 'Wayne Thornley', 'Anthony Silverston', 'Raffaella Delle Donne', 'Andrew Cook', 'David Cronenberg', 'Jacquelyn Mitchard', 'Yoram Kaniuk', 'Choderlos de Laclos', 'Richard Curtis', 'Amy Heckerling', 'Terrence McNally', 'Rick Moody', 'Jody Lambert', 'James Clavell', 'Colette', 'George Langelaan', 'Burr Steers', 'Dean Devlin', 'Julie Brown', 'Kristine Johnson', 'LouAnne Johnson']]
Predicted Ans:    Ettore Scola
Predicted Path:   Into the Night --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[written_by]--> Ettore Scola
Path (Raw):       Into the Night --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[written_by]--> Ettore Scola
Neg LogProb(↓):   0.906238
Path Entropy(↓):  1.631146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie cold souls about
Start Entity:     Cold Souls
Gold Answer:      [['paul giamatti', 'emily watson']]
Predicted Ans:    emily watson
Predicted Path:   Cold Souls --[has_tags]--> emily watson --[(INV) has_tags]--> Cold Souls --[has_tags]--> emily watson
Path (Raw):       Cold Souls --[has_tags]--> emily watson --[(INV) has_tags]--> Cold Souls --[has_tags]--> emily watson
Neg LogProb(↓):   0.000162
Path Entropy(↓):  0.001577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film we're not dressing
Start Entity:     We're Not Dressing
Gold Answer:      [['1980', '1946', '1954', '1944', '1936', '1935', '1979', '1941', '1974', '1984', '1977', '1939', '1933', '1957', '1951', '1947', '1994', '1932', '1956', '1931', '1983', '1948', '1971', '1942', '1940', '1981', '1962', '1988', '1934', '1964', '1975', '1950', '1960', '1952', '1945', '1937']]
Predicted Ans:    1954
Predicted Path:   We're Not Dressing --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[release_year]--> 1954
Path (Raw):       We're Not Dressing --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[release_year]--> 1954
Neg LogProb(↓):   1.027798
Path Entropy(↓):  1.863142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mehdi ben attia directed which films
Start Entity:     Mehdi Ben Attia
Gold Answer:      [['The String']]
Predicted Ans:    The String
Predicted Path:   Mehdi Ben Attia --[(INV) directed_by]--> The String --[directed_by]--> Mehdi Ben Attia --[(INV) directed_by]--> The String
Path (Raw):       Mehdi Ben Attia --[(INV) directed_by]--> The String --[directed_by]--> Mehdi Ben Attia --[(INV) directed_by]--> The String
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by christianna brand release
Start Entity:     Christianna Brand
Gold Answer:      [['2005', '1946']]
Predicted Ans:    1946
Predicted Path:   Christianna Brand --[(INV) written_by]--> Green for Danger --[release_year]--> 1946
Path (Raw):       Christianna Brand --[No Operation]--> Christianna Brand --[(INV) written_by]--> Green for Danger --[release_year]--> 1946
Neg LogProb(↓):   0.137490
Path Entropy(↓):  0.383502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by samantha mathis released
Start Entity:     Samantha Mathis
Gold Answer:      [['1992', '2009', '1993']]
Predicted Ans:    1993
Predicted Path:   Samantha Mathis --[(INV) starred_actors]--> The Thing Called Love --[release_year]--> 1993
Path (Raw):       Samantha Mathis --[No Operation]--> Samantha Mathis --[(INV) starred_actors]--> The Thing Called Love --[release_year]--> 1993
Neg LogProb(↓):   0.630025
Path Entropy(↓):  0.709141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie there's something about mary
Start Entity:     There's Something About Mary
Gold Answer:      [['ben stiller', 'funniest movies', 'farrelly brothers', 'tv', 'cameron diaz', 'comedy', '2', 'matt dillon', 'fun']]
Predicted Ans:    funniest movies
Predicted Path:   There's Something About Mary --[has_tags]--> funniest movies --[(INV) has_tags]--> Airplane! --[has_tags]--> funniest movies
Path (Raw):       There's Something About Mary --[has_tags]--> funniest movies --[(INV) has_tags]--> Airplane! --[has_tags]--> funniest movies
Neg LogProb(↓):   0.085495
Path Entropy(↓):  0.400267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie here comes mr. jordan were in which genres
Start Entity:     Here Comes Mr. Jordan
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Here Comes Mr. Jordan --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       Here Comes Mr. Jordan --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   0.177398
Path Entropy(↓):  0.768196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie soul food in a few words
Start Entity:     Soul Food
Gold Answer:      [['mekhi phifer']]
Predicted Ans:    shakespeare
Predicted Path:   Soul Food --[has_tags]--> mekhi phifer --[(INV) has_tags]--> O --[has_tags]--> shakespeare
Path (Raw):       Soul Food --[has_tags]--> mekhi phifer --[(INV) has_tags]--> O --[has_tags]--> shakespeare
Neg LogProb(↓):   0.168153
Path Entropy(↓):  0.444618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted together with anita ekberg
Start Entity:     Anita Ekberg
Gold Answer:      [['Bob Hope', 'Rod Steiger', 'Dean Martin', 'Robert Ryan', 'Frank Sinatra', 'Ursula Andress']]
Predicted Ans:    Robert Ryan
Predicted Path:   Anita Ekberg --[(INV) starred_actors]--> Back from Eternity --[starred_actors]--> Robert Ryan
Path (Raw):       Anita Ekberg --[No Operation]--> Anita Ekberg --[(INV) starred_actors]--> Back from Eternity --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.128844
Path Entropy(↓):  0.421918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of surviving desire
Start Entity:     Surviving Desire
Gold Answer:      [['David Schwimmer', 'Hal Hartley']]
Predicted Ans:    Hal Hartley
Predicted Path:   Surviving Desire --[written_by]--> Hal Hartley --[(INV) written_by]--> Amateur --[directed_by]--> Hal Hartley
Path (Raw):       Surviving Desire --[written_by]--> Hal Hartley --[(INV) written_by]--> Amateur --[directed_by]--> Hal Hartley
Neg LogProb(↓):   0.122477
Path Entropy(↓):  0.409917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the pick - up artist were in which genres
Start Entity:     The Pick-up Artist
Gold Answer:      [['Drama', 'Documentary', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Pick-up Artist --[written_by]--> James Toback --[(INV) written_by]--> Bugsy --[has_genre]--> Drama
Path (Raw):       The Pick-up Artist --[written_by]--> James Toback --[(INV) written_by]--> Bugsy --[has_genre]--> Drama
Neg LogProb(↓):   0.418419
Path Entropy(↓):  1.264772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of frankie and johnny
Start Entity:     Frankie and Johnny
Gold Answer:      [['Personal Effects', 'Easy Come, Easy Go', 'Wild in the Country', 'Stand Up Guys', 'G.I. Blues', 'Paradise, Hawaiian Style', 'The Prince of Egypt', 'Girls! Girls! Girls!', 'What Lies Beneath', 'Any Given Sunday', 'Two Bits', 'The Trouble with Girls', 'Two for the Money', "Carlito's Way", 'Wolf', 'The Panic in Needle Park', 'Follow That Dream', "You Don't Know Jack", 'Spinout', 'Grease 2', 'Dangerous Minds', 'Mirror Mirror', 'City Hall', 'Fun in Acapulco', 'Heat', 'Righteous Kill', 'The Story of Us', 'Change of Habit', 'The Recruit', 'The Merchant of Venice', 'The Producers', 'Flaming Star', 'Batman Returns', "A Midsummer Night's Dream", 'Dangerous Liaisons', 'Donnie Brasco', 'The Insider', 'Jailhouse Rock', 'Elvis on Tour', 'Chéri', 'Scarecrow', 'Scarface', 'The Birdcage', 'The Family', 'Life with Mikey', 'Cruising', 'Love Field', 'Insomnia', 'Phil Spector', 'People I Know', "It Happened at the World's Fair", 'Speedway', 'King Creole', 'Revolution', 'The Deep End of the Ocean', 'Sweet Liberty', 'People Like Us', 'Clambake', 'Loving You', 'Double Trouble', 'Blue Hawaii', '88 Minutes', 'A Thousand Acres', 'He Said, She Said', 'Tequila Sunrise', 'To Gillian on Her 37th Birthday', 'Author! Author!', 'Love Me Tender', 'The Russia House', "Isn't She Great", 'The Godfather', 'Into the Night', 'Dark Shadows', 'Ladyhawke', 'Glengarry Glen Ross', 'The Witches of Eastwick', 'Titan A.E.', 'I Could Never Be Your Woman', 'Roustabout', 'Sea of Love', 'The Fabulous Baker Boys', 'Scent of a Woman', 'Viva Las Vegas', 'One Fine Day', 'The Age of Innocence', 'Harum Scarum', 'Chinese Coffee', 'I Am Sam', 'Bobby Deerfield', 'Serpico']]
Predicted Ans:    Roustabout
Predicted Path:   Frankie and Johnny --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Roustabout
Path (Raw):       Frankie and Johnny --[starred_actors]--> Elvis Presley --[No Operation]--> Elvis Presley --[(INV) starred_actors]--> Roustabout
Neg LogProb(↓):   0.294026
Path Entropy(↓):  1.036410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was james ronald a writer on
Start Entity:     James Ronald
Gold Answer:      [['The Suspect']]
Predicted Ans:    The Suspect
Predicted Path:   James Ronald --[(INV) written_by]--> The Suspect --[written_by]--> James Ronald --[(INV) written_by]--> The Suspect
Path (Raw):       James Ronald --[(INV) written_by]--> The Suspect --[written_by]--> James Ronald --[(INV) written_by]--> The Suspect
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie taxi! were in which languages
Start Entity:     Taxi!
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Taxi! --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Lady Killer --[in_language]--> French
Path (Raw):       Taxi! --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Lady Killer --[in_language]--> French
Neg LogProb(↓):   0.011744
Path Entropy(↓):  0.070732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the park is mine
Start Entity:     The Park Is Mine
Gold Answer:      [['Music', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Park Is Mine --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> House of Cards --[has_genre]--> Drama
Path (Raw):       The Park Is Mine --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> House of Cards --[has_genre]--> Drama
Neg LogProb(↓):   0.540092
Path Entropy(↓):  1.332032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of max starred who
Start Entity:     Max
Gold Answer:      [['John Cusack', 'Bobby Coleman']]
Predicted Ans:    Menno Meyjes
Predicted Path:   Max --[directed_by]--> Menno Meyjes --[(INV) directed_by]--> The Dinner --[directed_by]--> Menno Meyjes
Path (Raw):       Max --[directed_by]--> Menno Meyjes --[(INV) directed_by]--> The Dinner --[directed_by]--> Menno Meyjes
Neg LogProb(↓):   0.674643
Path Entropy(↓):  0.698196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the the big bang director
Start Entity:     The Big Bang
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Big Bang --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Otis --[has_genre]--> Comedy
Path (Raw):       The Big Bang --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Otis --[has_genre]--> Comedy
Neg LogProb(↓):   0.045736
Path Entropy(↓):  0.203144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the other man
Start Entity:     The Other Man
Gold Answer:      [['Kate Winslet', 'Jim Broadbent', 'Hugh Bonneville', 'Cate Blanchett', 'Judi Dench']]
Predicted Ans:    Liam Neeson
Predicted Path:   The Other Man --[directed_by]--> Richard Eyre --[(INV) directed_by]--> The Other Man --[starred_actors]--> Liam Neeson
Path (Raw):       The Other Man --[directed_by]--> Richard Eyre --[(INV) directed_by]--> The Other Man --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.011109
Path Entropy(↓):  0.070175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the director john ireland
Start Entity:     John Ireland
Gold Answer:      [['Paul Walker', 'Michelle Rodriguez', 'Dorothy Malone', 'Jordana Brewster', 'Vin Diesel']]
Predicted Ans:    Paul Walker
Predicted Path:   John Ireland --[(INV) directed_by]--> The Fast and the Furious --[starred_actors]--> Paul Walker
Path (Raw):       John Ireland --[No Operation]--> John Ireland --[(INV) directed_by]--> The Fast and the Furious --[starred_actors]--> Paul Walker
Neg LogProb(↓):   0.544596
Path Entropy(↓):  0.965961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of craig zobel directed films
Start Entity:     Craig Zobel
Gold Answer:      [['2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Craig Zobel --[(INV) directed_by]--> Great World of Sound --[release_year]--> 2007
Path (Raw):       Craig Zobel --[No Operation]--> Craig Zobel --[(INV) directed_by]--> Great World of Sound --[release_year]--> 2007
Neg LogProb(↓):   0.329257
Path Entropy(↓):  0.593715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the barber fall under
Start Entity:     The Barber
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Barber --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[has_genre]--> Horror
Path (Raw):       The Barber --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[has_genre]--> Horror
Neg LogProb(↓):   0.881669
Path Entropy(↓):  1.413859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of modern times
Start Entity:     Modern Times
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   Modern Times --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Path (Raw):       Modern Times --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Neg LogProb(↓):   1.814831
Path Entropy(↓):  2.763084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie broken city released
Start Entity:     Broken City
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Broken City --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Broken City --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.150194
Path Entropy(↓):  4.463290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with darren lynn bousman
Start Entity:     Darren Lynn Bousman
Gold Answer:      [['Leigh Whannell']]
Predicted Ans:    Leigh Whannell
Predicted Path:   Darren Lynn Bousman --[(INV) written_by]--> Saw II --[written_by]--> Leigh Whannell
Path (Raw):       Darren Lynn Bousman --[No Operation]--> Darren Lynn Bousman --[(INV) written_by]--> Saw II --[written_by]--> Leigh Whannell
Neg LogProb(↓):   0.002004
Path Entropy(↓):  0.015541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with perfect sisters fall under
Start Entity:     Perfect Sisters
Gold Answer:      [['Music', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Perfect Sisters --[starred_actors]--> Abigail Breslin --[(INV) starred_actors]--> Rango --[has_genre]--> Comedy
Path (Raw):       Perfect Sisters --[starred_actors]--> Abigail Breslin --[(INV) starred_actors]--> Rango --[has_genre]--> Comedy
Neg LogProb(↓):   0.087814
Path Entropy(↓):  0.431608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of north to alaska
Start Entity:     North to Alaska
Gold Answer:      [['Raid on Rommel', 'The Sons of Katie Elder', 'The Real Glory', 'Johnny Apollo', 'Seven Thieves', 'Peter Ibbetson', 'Legend of the Lost', 'Call Northside 777', 'Niagara', 'Kiss of Death', 'Fourteen Hours', 'The Trail of the Lonesome Pine', 'The Dark Corner', 'Now and Forever', 'Nevada Smith', 'Sundown', 'The House on 92nd Street', 'How the West Was Won', 'True Grit', 'The Shepherd of the Hills', 'Down to the Sea in Ships', 'The Lives of a Bengal Lancer', '5 Card Stud', 'Wing and a Prayer', '23 Paces to Baker Street', 'Nob Hill']]
Predicted Ans:    Raid on Rommel
Predicted Path:   North to Alaska --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Raid on Rommel
Path (Raw):       North to Alaska --[No Operation]--> North to Alaska --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Raid on Rommel
Neg LogProb(↓):   1.107370
Path Entropy(↓):  2.005597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the princess and the warrior were in which genres
Start Entity:     The Princess and the Warrior
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Princess and the Warrior --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[has_genre]--> Thriller
Path (Raw):       The Princess and the Warrior --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[has_genre]--> Thriller
Neg LogProb(↓):   0.000322
Path Entropy(↓):  0.002925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in don't be a menace to south central while drinking your juice in the hood
Start Entity:     Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[starred_actors]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[has_genre]--> Comedy
Path (Raw):       Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[starred_actors]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[has_genre]--> Comedy
Neg LogProb(↓):   0.868008
Path Entropy(↓):  1.395334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by mikhail baryshnikov were released in which years
Start Entity:     Mikhail Baryshnikov
Gold Answer:      [['1991', '1985', '1977', '1987']]
Predicted Ans:    1991
Predicted Path:   Mikhail Baryshnikov --[(INV) starred_actors]--> Company Business --[release_year]--> 1991
Path (Raw):       Mikhail Baryshnikov --[No Operation]--> Mikhail Baryshnikov --[(INV) starred_actors]--> Company Business --[release_year]--> 1991
Neg LogProb(↓):   0.676638
Path Entropy(↓):  0.938797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed sister kenny
Start Entity:     Sister Kenny
Gold Answer:      [['Katina Paxinou', 'Rosalind Russell', 'Raymond Massey', 'Michael Redgrave']]
Predicted Ans:    Rosalind Russell
Predicted Path:   Sister Kenny --[directed_by]--> Dudley Nichols --[(INV) directed_by]--> Sister Kenny --[starred_actors]--> Rosalind Russell
Path (Raw):       Sister Kenny --[directed_by]--> Dudley Nichols --[(INV) directed_by]--> Sister Kenny --[starred_actors]--> Rosalind Russell
Neg LogProb(↓):   0.050792
Path Entropy(↓):  0.197292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was corruption released
Start Entity:     Corruption
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Corruption --[release_year]--> 1968 --[(INV) release_year]--> The Strange Affair --[release_year]--> 1968
Path (Raw):       Corruption --[release_year]--> 1968 --[(INV) release_year]--> The Strange Affair --[release_year]--> 1968
Neg LogProb(↓):   1.607817
Path Entropy(↓):  2.754577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the pickle director release
Start Entity:     The Pickle
Gold Answer:      [['1976', '1978', '1970', '1991', '1982', '1996', '1973', '1986', '1974', '1984']]
Predicted Ans:    1982
Predicted Path:   The Pickle --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[release_year]--> 1982
Path (Raw):       The Pickle --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[release_year]--> 1982
Neg LogProb(↓):   0.773726
Path Entropy(↓):  1.729002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of enemy
Start Entity:     Enemy
Gold Answer:      [['Blindness']]
Predicted Ans:    Blindness
Predicted Path:   Enemy --[written_by]--> José Saramago --[(INV) written_by]--> Blindness
Path (Raw):       Enemy --[No Operation]--> Enemy --[written_by]--> José Saramago --[(INV) written_by]--> Blindness
Neg LogProb(↓):   0.127617
Path Entropy(↓):  0.473650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the cheyenne social club are directed by who
Start Entity:     The Cheyenne Social Club
Gold Answer:      [['George Cukor', 'John Cromwell', 'Fritz Lang', 'Edward Dmytryk', 'Vincent McEveety', 'Delmer Daves', 'Leigh Jason', 'Henry Levin', 'John Huston', 'Jack Smight', 'Richard Fleischer', 'Jim McBride', 'William A. Wellman', 'Mervyn LeRoy', 'Mark Rydell', 'Preston Sturges', 'Richard Quine', 'Richard Thorpe', 'Leslie Fenton', 'Ovidio G. Assonitis', 'Roy Del Ruth', 'Frank Borzage', 'Billy Wilder', 'George Schaefer', 'Otto Preminger', 'Henry Hathaway', 'John Ford', 'Robert Aldrich', 'John Woo', 'Henry Koster', 'Ken Annakin', 'King Vidor', 'George Marshall', 'Franklin J. Schaffner', 'Pupi Avati', 'Melville Shavelson', 'Anthony Mann', 'Henry King', 'Frank Capra', 'Anatole Litvak', 'Ernst Lubitsch', 'Andrew Davis', 'Sergio Leone', 'Wesley Ruggles', 'Paul Newman', 'Joshua Logan', 'Jeff Bleckner', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'Fielder Cook', 'Malcolm D. Lee', 'Irving Reis', 'Robert B. Bean', 'James Goldstone', 'Ralph Levy', 'William Wyler', 'Richard Brooks', 'Steve Miner', 'George Stevens', 'Joseph L. Mankiewicz', 'Clarence Brown']]
Predicted Ans:    Sergio Leone
Predicted Path:   The Cheyenne Social Club --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Path (Raw):       The Cheyenne Social Club --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Neg LogProb(↓):   0.915015
Path Entropy(↓):  2.055576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the lower depths was directed by who
Start Entity:     The Lower Depths
Gold Answer:      [['Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   The Lower Depths --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Rules of the Game --[directed_by]--> Jean Renoir
Path (Raw):       The Lower Depths --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Rules of the Game --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.604355
Path Entropy(↓):  1.019466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the great race
Start Entity:     The Great Race
Gold Answer:      [['1970', '1959', '1993', '2006', '1979', '1984', '1977', '1968', '1963', '1982', '1983', '1972', '1971', '1989', '1981', '1961', '1962', '1988', '1964', '1960', '1991', '1987', '1986']]
Predicted Ans:    1970
Predicted Path:   The Great Race --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Darling Lili --[release_year]--> 1970
Path (Raw):       The Great Race --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Darling Lili --[release_year]--> 1970
Neg LogProb(↓):   1.278674
Path Entropy(↓):  2.178918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was gimel everett the writer of
Start Entity:     Gimel Everett
Gold Answer:      [['The Lawnmower Man']]
Predicted Ans:    The Dead Pit
Predicted Path:   Gimel Everett --[(INV) written_by]--> The Lawnmower Man --[written_by]--> Brett Leonard --[(INV) written_by]--> The Dead Pit
Path (Raw):       Gimel Everett --[(INV) written_by]--> The Lawnmower Man --[written_by]--> Brett Leonard --[(INV) written_by]--> The Dead Pit
Neg LogProb(↓):   0.026209
Path Entropy(↓):  0.139959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of liberty stands still
Start Entity:     Liberty Stands Still
Gold Answer:      [['The Stone Angel', 'Fifty Dead Men Walking']]
Predicted Ans:    Fifty Dead Men Walking
Predicted Path:   Liberty Stands Still --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking
Path (Raw):       Liberty Stands Still --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking --[No Operation]--> Fifty Dead Men Walking
Neg LogProb(↓):   0.178695
Path Entropy(↓):  0.557648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ola simonsson were in which languages
Start Entity:     Ola Simonsson
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Ola Simonsson --[(INV) written_by]--> Sound of Noise --[in_language]--> Swedish
Path (Raw):       Ola Simonsson --[No Operation]--> Ola Simonsson --[(INV) written_by]--> Sound of Noise --[in_language]--> Swedish
Neg LogProb(↓):   0.000736
Path Entropy(↓):  0.006041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of hideo nakata written films
Start Entity:     Hideo Nakata
Gold Answer:      [['2005', '2002']]
Predicted Ans:    2005
Predicted Path:   Hideo Nakata --[(INV) written_by]--> Dark Water --[release_year]--> 2005
Path (Raw):       Hideo Nakata --[No Operation]--> Hideo Nakata --[(INV) written_by]--> Dark Water --[release_year]--> 2005
Neg LogProb(↓):   0.358483
Path Entropy(↓):  0.613070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the seventh cross released
Start Entity:     The Seventh Cross
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   The Seventh Cross --[release_year]--> 1944 --[(INV) release_year]--> Hotel Reserve --[release_year]--> 1944
Path (Raw):       The Seventh Cross --[release_year]--> 1944 --[(INV) release_year]--> Hotel Reserve --[release_year]--> 1944
Neg LogProb(↓):   1.903434
Path Entropy(↓):  3.110421
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in cloudy with a chance of meatballs
Start Entity:     Cloudy with a Chance of Meatballs
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Path (Raw):       Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.016991
Path Entropy(↓):  0.088771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in magic magic
Start Entity:     Magic Magic
Gold Answer:      [['Emily Browning', 'Michael Cera', 'Juno Temple', 'Catalina Sandino Moreno']]
Predicted Ans:    Catalina Sandino Moreno
Predicted Path:   Magic Magic --[starred_actors]--> Catalina Sandino Moreno --[(INV) starred_actors]--> Maria Full of Grace --[starred_actors]--> Catalina Sandino Moreno
Path (Raw):       Magic Magic --[starred_actors]--> Catalina Sandino Moreno --[(INV) starred_actors]--> Maria Full of Grace --[starred_actors]--> Catalina Sandino Moreno
Neg LogProb(↓):   0.266093
Path Entropy(↓):  0.567307
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by karl malden were written by who
Start Entity:     Karl Malden
Gold Answer:      [['Arthur Hailey', 'Derek Jarman', 'Stanley Mann', 'David S. Ward', 'Oscar Saul', 'George Tabori', 'Edmund H. North', 'Budd Schulberg', 'Al Hirshberg', 'Jimmy Piersall', 'Albert Beich', 'Tennessee Williams', 'Paul Anthelme', 'Darryl Ponicsan', 'Francis Ford Coppola', 'Guy Trosper', 'Edgar Allan Poe', 'Ladislas Farago', 'Oscar Millard', 'Rian James', 'Alvin Sargent', 'Tom Topor', 'David Swift', 'Eleanor H. Porter', 'Mike Figgis', 'Malcolm Johnson']]
Predicted Ans:    Tennessee Williams
Predicted Path:   Karl Malden --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       Karl Malden --[No Operation]--> Karl Malden --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   1.214506
Path Entropy(↓):  1.651280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film dolphin tale 2
Start Entity:     Dolphin Tale 2
Gold Answer:      [['Frederick Forsyth', 'Charles Martin Smith', 'Noam Dromi', 'Farley Mowat', 'Karen Janszen']]
Predicted Ans:    Farley Mowat
Predicted Path:   Dolphin Tale 2 --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker --[written_by]--> Farley Mowat
Path (Raw):       Dolphin Tale 2 --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker --[written_by]--> Farley Mowat
Neg LogProb(↓):   0.325932
Path Entropy(↓):  0.910668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the pinky director
Start Entity:     Pinky
Gold Answer:      [['Tennessee Williams', 'William Bradford Huie', 'Tess Slesinger', 'Betty Smith', 'Borden Deal', 'Conrad Richter', 'Harold Pinter', 'F. Scott Fitzgerald', 'Laura Z. Hobson', 'William Inge', 'Budd Schulberg', 'Oscar Saul', 'Paul Osborn', 'Elia Kazan', 'Malcolm Johnson', 'John Steinbeck']]
Predicted Ans:    Tennessee Williams
Predicted Path:   Pinky --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       Pinky --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   1.138000
Path Entropy(↓):  1.315591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by john english were in which languages
Start Entity:     John English
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   John English --[(INV) directed_by]--> Adventures of Captain Marvel --[in_language]--> English
Path (Raw):       John English --[No Operation]--> John English --[(INV) directed_by]--> Adventures of Captain Marvel --[in_language]--> English
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the private life of don juan were in which genres
Start Entity:     The Private Life of Don Juan
Gold Answer:      [['Biography', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Private Life of Don Juan --[starred_actors]--> Merle Oberon --[(INV) starred_actors]--> Berlin Express --[has_genre]--> Drama
Path (Raw):       The Private Life of Don Juan --[starred_actors]--> Merle Oberon --[(INV) starred_actors]--> Berlin Express --[has_genre]--> Drama
Neg LogProb(↓):   0.434771
Path Entropy(↓):  1.085966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the devil and miss jones
Start Entity:     The Devil and Miss Jones
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   The Devil and Miss Jones --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       The Devil and Miss Jones --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   2.333943
Path Entropy(↓):  3.878930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie blue crush
Start Entity:     Blue Crush
Gold Answer:      [['kate bosworth', 'hawaii', 'surfing']]
Predicted Ans:    hawaii
Predicted Path:   Blue Crush --[has_tags]--> hawaii --[(INV) has_tags]--> A Perfect Getaway --[has_tags]--> hawaii
Path (Raw):       Blue Crush --[has_tags]--> hawaii --[(INV) has_tags]--> A Perfect Getaway --[has_tags]--> hawaii
Neg LogProb(↓):   0.087439
Path Entropy(↓):  0.339261
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of yves simoneau directed films
Start Entity:     Yves Simoneau
Gold Answer:      [['1998', '2007', '1991']]
Predicted Ans:    1991
Predicted Path:   Yves Simoneau --[(INV) directed_by]--> Perfectly Normal --[release_year]--> 1991
Path (Raw):       Yves Simoneau --[No Operation]--> Yves Simoneau --[(INV) directed_by]--> Perfectly Normal --[release_year]--> 1991
Neg LogProb(↓):   0.726855
Path Entropy(↓):  1.008204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of unholy
Start Entity:     Unholy
Gold Answer:      [['Creepshow', "Someone's Watching Me!", 'The Fog', 'Two Evil Eyes', 'Swamp Thing', 'A Golden Christmas']]
Predicted Ans:    Two Evil Eyes
Predicted Path:   Unholy --[starred_actors]--> Adrienne Barbeau --[(INV) starred_actors]--> Two Evil Eyes
Path (Raw):       Unholy --[starred_actors]--> Adrienne Barbeau --[No Operation]--> Adrienne Barbeau --[(INV) starred_actors]--> Two Evil Eyes
Neg LogProb(↓):   0.195813
Path Entropy(↓):  0.611224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by henrik lundstrom were directed by who
Start Entity:     Henrik Lundström
Gold Answer:      [['Mikael Håfström']]
Predicted Ans:    Mikael Håfström
Predicted Path:   Henrik Lundström --[(INV) starred_actors]--> Evil --[directed_by]--> Mikael Håfström
Path (Raw):       Henrik Lundström --[No Operation]--> Henrik Lundström --[(INV) starred_actors]--> Evil --[directed_by]--> Mikael Håfström
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by william dear starred who
Start Entity:     William Dear
Gold Answer:      [['Richard Grieco', 'Joshua Rudoy', 'Margaret Langrick', 'Leslie Nielsen', 'Jonathan Taylor Thomas', 'Crispin Glover', 'Scott Bairstow', 'George Lopez', 'Jane Lynch', 'John Lithgow', 'Melinda Dillon', 'Devon Sawa', 'Margo Harshman', 'Daniela Bobadilla']]
Predicted Ans:    William Dear
Predicted Path:   William Dear --[(INV) directed_by]--> Wild America --[directed_by]--> William Dear
Path (Raw):       William Dear --[No Operation]--> William Dear --[(INV) directed_by]--> Wild America --[directed_by]--> William Dear
Neg LogProb(↓):   1.567973
Path Entropy(↓):  2.687254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred together with frank silvera
Start Entity:     Frank Silvera
Gold Answer:      [['Jamie Smith', 'Irene Kane']]
Predicted Ans:    Frank Silvera
Predicted Path:   Frank Silvera --[(INV) starred_actors]--> Killer's Kiss --[starred_actors]--> Frank Silvera
Path (Raw):       Frank Silvera --[No Operation]--> Frank Silvera --[(INV) starred_actors]--> Killer's Kiss --[starred_actors]--> Frank Silvera
Neg LogProb(↓):   0.038222
Path Entropy(↓):  0.170634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie a perfect world
Start Entity:     A Perfect World
Gold Answer:      [['Roger Donaldson', 'Jon Avnet', 'Ron Shelton', 'Wolfgang Petersen', 'Ted Post', 'Clint Eastwood', 'Robert Lorenz', 'Joshua Michael Stern', 'Mike Binder', 'John Badham', 'Pat Verducci', 'Tony Scott', 'William Friedkin', 'Phil Alden Robinson', 'Buddy Van Horn', 'Mick Jackson', 'Richard Benjamin', 'Raoul Walsh', 'Tom Shadyac', 'Lawrence Kasdan', 'Brian G. Hutton', 'Michael Cimino', 'Andrew Davis', 'Sergio Leone', 'Sam Raimi', 'Bruce A. Evans', 'Kevin Reynolds', 'James Fargo', 'Kevin Costner', 'Joshua Logan', 'Bretaigne Windust', 'John Sturges', 'Luis Mandoki', 'Don Siegel', 'McG', 'John Lee Hancock', 'Richard Tuggle', 'Joseph L. Mankiewicz', 'Brian De Palma', 'Rob Reiner']]
Predicted Ans:    Clint Eastwood
Predicted Path:   A Perfect World --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[directed_by]--> Clint Eastwood
Path (Raw):       A Perfect World --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   1.117786
Path Entropy(↓):  1.970735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is liberty heights in
Start Entity:     Liberty Heights
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Liberty Heights --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Liberty Heights --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.278901
Path Entropy(↓):  4.473041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with jack black
Start Entity:     jack black
Gold Answer:      [['The Holiday', 'Shark Tale', 'School of Rock', 'Year One', 'Orange County', 'The Big Year', 'Saving Silverman', 'Envy', 'Airborne', 'King Kong', 'Shallow Hal', 'Be Kind Rewind', "Gulliver's Travels", 'Kung Fu Panda', 'Nacho Libre', 'Bernie', 'Tenacious D in The Pick of Destiny', 'Tropic Thunder']]
Predicted Ans:    Bernie
Predicted Path:   jack black --[(INV) has_tags]--> Bernie --[has_tags]--> albert dupontel --[(INV) has_tags]--> Bernie
Path (Raw):       jack black --[(INV) has_tags]--> Bernie --[has_tags]--> albert dupontel --[(INV) has_tags]--> Bernie
Neg LogProb(↓):   0.299104
Path Entropy(↓):  0.752745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does videocracy fall under
Start Entity:     Videocracy
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Videocracy --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Videocracy --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.370571
Path Entropy(↓):  3.661372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film johnny belinda
Start Entity:     Johnny Belinda
Gold Answer:      [['jean negulesco']]
Predicted Ans:    jean negulesco
Predicted Path:   Johnny Belinda --[has_tags]--> jean negulesco --[(INV) has_tags]--> Three Came Home --[has_tags]--> jean negulesco
Path (Raw):       Johnny Belinda --[has_tags]--> jean negulesco --[(INV) has_tags]--> Three Came Home --[has_tags]--> jean negulesco
Neg LogProb(↓):   0.234250
Path Entropy(↓):  0.700287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by eva henning
Start Entity:     Eva Henning
Gold Answer:      [['Hasse Ekman']]
Predicted Ans:    Hasse Ekman
Predicted Path:   Eva Henning --[(INV) starred_actors]--> Girl with Hyacinths --[directed_by]--> Hasse Ekman
Path (Raw):       Eva Henning --[No Operation]--> Eva Henning --[(INV) starred_actors]--> Girl with Hyacinths --[directed_by]--> Hasse Ekman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the dark half also wrote movies
Start Entity:     The Dark Half
Gold Answer:      [['Riding the Bullet', 'Night of the Living Dead', 'Dolores Claiborne', 'Bruiser', 'Knightriders', 'Apt Pupil', 'The Dead Zone', "Dolan's Cadillac", "Cat's Eye", 'The Mist', 'The Shining', 'Creepshow', 'Survival of the Dead', 'The Crazies', 'Night of the Living Dead 3D', 'The Green Mile', 'Day of the Dead', 'Carrie', 'Pet Sematary', 'Thinner', 'Quicksilver Highway', 'Creepshow 2', 'Stand by Me', 'Monkey Shines', 'The Lawnmower Man', 'Martin', 'Silver Bullet', 'The Mangler', 'Hearts in Atlantis', 'The Running Man', 'Two Evil Eyes', 'Secret Window', 'Needful Things', 'The Night Flier', 'Maximum Overdrive', 'Graveyard Shift', 'Land of the Dead', 'Firestarter', 'Dawn of the Dead', 'Diary of the Dead', 'Misery', 'Sleepwalkers', 'The Shawshank Redemption', 'Christine', '1408', 'Dreamcatcher', 'Children of the Corn', 'Cujo']]
Predicted Ans:    The Dark Half
Predicted Path:   The Dark Half --[written_by]--> George A. Romero --[(INV) written_by]--> The Dark Half
Path (Raw):       The Dark Half --[written_by]--> George A. Romero --[(INV) written_by]--> The Dark Half --[No Operation]--> The Dark Half
Neg LogProb(↓):   1.401580
Path Entropy(↓):  1.849147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genre of film is the darwin awards
Start Entity:     The Darwin Awards
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Darwin Awards --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Darwin Awards --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.257448
Path Entropy(↓):  4.410893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by tay garnett released
Start Entity:     Tay Garnett
Gold Answer:      [['1946', '1939', '1944', '1951', '1928', '1932', '1945', '1981', '1935', '1941', '1937', '1943']]
Predicted Ans:    1951
Predicted Path:   Tay Garnett --[(INV) directed_by]--> The Racket --[release_year]--> 1951
Path (Raw):       Tay Garnett --[No Operation]--> Tay Garnett --[(INV) directed_by]--> The Racket --[release_year]--> 1951
Neg LogProb(↓):   1.096884
Path Entropy(↓):  2.206229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by bill rebane were in which genres
Start Entity:     Bill Rebane
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bill Rebane --[(INV) directed_by]--> The Capture of Bigfoot --[has_genre]--> Horror
Path (Raw):       Bill Rebane --[No Operation]--> Bill Rebane --[(INV) directed_by]--> The Capture of Bigfoot --[has_genre]--> Horror
Neg LogProb(↓):   0.000393
Path Entropy(↓):  0.003479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of myanna buring starred movies
Start Entity:     MyAnna Buring
Gold Answer:      [['Ben Wheatley', 'Amy Jump']]
Predicted Ans:    Amy Jump
Predicted Path:   MyAnna Buring --[(INV) starred_actors]--> Kill List --[written_by]--> Amy Jump
Path (Raw):       MyAnna Buring --[No Operation]--> MyAnna Buring --[(INV) starred_actors]--> Kill List --[written_by]--> Amy Jump
Neg LogProb(↓):   0.509326
Path Entropy(↓):  0.672645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film the sky crawlers
Start Entity:     The Sky Crawlers
Gold Answer:      [['Hiroshi Mori']]
Predicted Ans:    Hiroshi Mori
Predicted Path:   The Sky Crawlers --[written_by]--> Hiroshi Mori --[(INV) written_by]--> The Sky Crawlers --[written_by]--> Hiroshi Mori
Path (Raw):       The Sky Crawlers --[written_by]--> Hiroshi Mori --[(INV) written_by]--> The Sky Crawlers --[written_by]--> Hiroshi Mori
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the lucky star director
Start Entity:     Lucky Star
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Lucky Star --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Lucky Star --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693181
Path Entropy(↓):  0.693560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by alex ross perry
Start Entity:     Alex Ross Perry
Gold Answer:      [['Carlen Altman']]
Predicted Ans:    Alex Ross Perry
Predicted Path:   Alex Ross Perry --[(INV) directed_by]--> The Color Wheel --[directed_by]--> Alex Ross Perry
Path (Raw):       Alex Ross Perry --[No Operation]--> Alex Ross Perry --[(INV) directed_by]--> The Color Wheel --[directed_by]--> Alex Ross Perry
Neg LogProb(↓):   0.093873
Path Entropy(↓):  0.393580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movies acted by al pacino
Start Entity:     Al Pacino
Gold Answer:      [['Armitage Trail', 'Waldo Salt', 'Richard Price', 'Mario Puzo', 'Michael Mann', 'Erich Maria Remarque', 'Dino Risi', 'Robert Dillon', 'William Friedkin', 'Paul Attanasio', 'David Mamet', 'Gerald Walker', 'Oliver Stone', 'Nikolaj Frobenius', 'John Gregory Dunne', 'Erik Skjoldbjærg', 'David Koepp', 'Joseph D. Pistone', 'Richard Woodley', 'Francis Ford Coppola', 'Eric Roth', 'Marie Brenner', 'Edwin Torres', 'Ruggero Maccari', 'Giovanni Arpino', 'Terrence McNally', 'Israel Horovitz', 'Paul Morrissey', 'Ira Lewis', 'Michael Radford', 'Bo Goldman', 'Norman Wexler', 'James Mills', 'Joan Didion', 'Peter Maas']]
Predicted Ans:    Michael Mann
Predicted Path:   Al Pacino --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Path (Raw):       Al Pacino --[No Operation]--> Al Pacino --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Neg LogProb(↓):   0.521553
Path Entropy(↓):  1.296387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie chef
Start Entity:     Chef
Gold Answer:      [['1998', '2000', '1997', '2009', '2001', '2003', '1993', '2010', '1996', '1999', '2002', '2014']]
Predicted Ans:    2014
Predicted Path:   Chef --[starred_actors]--> Jon Favreau --[(INV) starred_actors]--> Chef --[release_year]--> 2014
Path (Raw):       Chef --[starred_actors]--> Jon Favreau --[(INV) starred_actors]--> Chef --[release_year]--> 2014
Neg LogProb(↓):   0.960088
Path Entropy(↓):  1.062530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by athina rachel tsangari starred who
Start Entity:     Athina Rachel Tsangari
Gold Answer:      [['Ariane Labed']]
Predicted Ans:    Ariane Labed
Predicted Path:   Athina Rachel Tsangari --[(INV) written_by]--> Attenberg --[starred_actors]--> Ariane Labed
Path (Raw):       Athina Rachel Tsangari --[No Operation]--> Athina Rachel Tsangari --[(INV) written_by]--> Attenberg --[starred_actors]--> Ariane Labed
Neg LogProb(↓):   0.003439
Path Entropy(↓):  0.022930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie zorba the greek about
Start Entity:     Zorba the Greek
Gold Answer:      [['bd-r', 'anthony quinn']]
Predicted Ans:    bd-r
Predicted Path:   Zorba the Greek --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Zorba the Greek --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.682596
Path Entropy(↓):  0.742196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film kronk's new groove are directed by who
Start Entity:     Kronk's New Groove
Gold Answer:      [['Jonathan King', 'Robinson Devor', 'Steve Hickner', 'John Waters', 'Peter Segal', 'Mike Disa', 'Penelope Spheeris', 'Arnold Laven', 'Frederik Du Chau', 'Nancy Savoca', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'Dennis Dugan', 'Woody Allen']]
Predicted Ans:    Mike Disa
Predicted Path:   Kronk's New Groove --[starred_actors]--> Patrick Warburton --[(INV) starred_actors]--> Hoodwinked Too! Hood vs. Evil --[directed_by]--> Mike Disa
Path (Raw):       Kronk's New Groove --[starred_actors]--> Patrick Warburton --[(INV) starred_actors]--> Hoodwinked Too! Hood vs. Evil --[directed_by]--> Mike Disa
Neg LogProb(↓):   0.536564
Path Entropy(↓):  1.267544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is mothra in
Start Entity:     Mothra
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Mothra --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Mothra --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   1.732778
Path Entropy(↓):  3.135949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the sundowners
Start Entity:     The Sundowners
Gold Answer:      [['fred zinnemann']]
Predicted Ans:    fred zinnemann
Predicted Path:   The Sundowners --[has_tags]--> fred zinnemann --[(INV) has_tags]--> The Search --[has_tags]--> fred zinnemann
Path (Raw):       The Sundowners --[has_tags]--> fred zinnemann --[(INV) has_tags]--> The Search --[has_tags]--> fred zinnemann
Neg LogProb(↓):   0.099040
Path Entropy(↓):  0.355780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by t. coraghessan boyle fall under
Start Entity:     T. Coraghessan Boyle
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   T. Coraghessan Boyle --[(INV) written_by]--> The Road to Wellville --[has_genre]--> Comedy
Path (Raw):       T. Coraghessan Boyle --[No Operation]--> T. Coraghessan Boyle --[(INV) written_by]--> The Road to Wellville --[has_genre]--> Comedy
Neg LogProb(↓):   0.418732
Path Entropy(↓):  0.642432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the exploding girl
Start Entity:     The Exploding Girl
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Exploding Girl --[starred_actors]--> Zoe Kazan --[(INV) starred_actors]--> Ruby Sparks --[has_genre]--> Comedy
Path (Raw):       The Exploding Girl --[starred_actors]--> Zoe Kazan --[(INV) starred_actors]--> Ruby Sparks --[has_genre]--> Comedy
Neg LogProb(↓):   0.437587
Path Entropy(↓):  0.896136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the man with the iron fists
Start Entity:     The Man with the Iron Fists
Gold Answer:      [['2008', '1992', '1993', '2006', '1935', '2007', '1998', '2009', '2010', '2014', '1994', '1995', '2001', '2002', '2012', '1922', '2013', '1934', '2000', '1997', '2005', '1991', '1999', '1987', '1958']]
Predicted Ans:    1999
Predicted Path:   The Man with the Iron Fists --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       The Man with the Iron Fists --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.252496
Path Entropy(↓):  2.114190
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of belle starr
Start Entity:     Belle Starr
Gold Answer:      [['The Westerner', 'White Banners', "Alexander's Ragtime Band", 'With a Song in My Heart', 'Young Mr. Lincoln', 'Wilson', "There's No Business Like Show Business", 'In Old Chicago']]
Predicted Ans:    There's No Business Like Show Business
Predicted Path:   Belle Starr --[written_by]--> Lamar Trotti --[(INV) written_by]--> There's No Business Like Show Business
Path (Raw):       Belle Starr --[written_by]--> Lamar Trotti --[(INV) written_by]--> There's No Business Like Show Business --[No Operation]--> There's No Business Like Show Business
Neg LogProb(↓):   0.204643
Path Entropy(↓):  0.615464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of scarecrows
Start Entity:     Scarecrows
Gold Answer:      [['2001']]
Predicted Ans:    1988
Predicted Path:   Scarecrows --[directed_by]--> William Wesley --[(INV) directed_by]--> Scarecrows --[release_year]--> 1988
Path (Raw):       Scarecrows --[directed_by]--> William Wesley --[(INV) directed_by]--> Scarecrows --[release_year]--> 1988
Neg LogProb(↓):   0.445808
Path Entropy(↓):  0.653242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by stephen daldry were in which genres
Start Entity:     Stephen Daldry
Gold Answer:      [['Drama', 'Adventure', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Stephen Daldry --[(INV) directed_by]--> The Reader --[has_genre]--> Drama
Path (Raw):       Stephen Daldry --[No Operation]--> Stephen Daldry --[(INV) directed_by]--> The Reader --[has_genre]--> Drama
Neg LogProb(↓):   0.003004
Path Entropy(↓):  0.020827
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film purple violets
Start Entity:     Purple Violets
Gold Answer:      [['1995', '1998', '2001', '2010', '1996', '2006', '2002', '2012', '2011']]
Predicted Ans:    1996
Predicted Path:   Purple Violets --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[release_year]--> 1996
Path (Raw):       Purple Violets --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[release_year]--> 1996
Neg LogProb(↓):   0.406129
Path Entropy(↓):  1.305157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by bellissima writers
Start Entity:     Bellissima
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bellissima --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso --[has_genre]--> Drama
Path (Raw):       Bellissima --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso --[has_genre]--> Drama
Neg LogProb(↓):   0.000605
Path Entropy(↓):  0.005398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by maurizio nichetti in
Start Entity:     Maurizio Nichetti
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Maurizio Nichetti --[(INV) written_by]--> Stefano Quantestorie --[in_language]--> Italian
Path (Raw):       Maurizio Nichetti --[No Operation]--> Maurizio Nichetti --[(INV) written_by]--> Stefano Quantestorie --[in_language]--> Italian
Neg LogProb(↓):   0.000174
Path Entropy(↓):  0.001685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of calendar girls also directed which films
Start Entity:     Calendar Girls
Gold Answer:      [['Made in Dagenham', 'Saving Grace']]
Predicted Ans:    Calendar Girls
Predicted Path:   Calendar Girls --[directed_by]--> Nigel Cole --[(INV) directed_by]--> Calendar Girls
Path (Raw):       Calendar Girls --[directed_by]--> Nigel Cole --[(INV) directed_by]--> Calendar Girls --[No Operation]--> Calendar Girls
Neg LogProb(↓):   0.042920
Path Entropy(↓):  0.212815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of stars in my crown
Start Entity:     Stars in My Crown
Gold Answer:      [["Tatum O'Neal"]]
Predicted Ans:    Tatum O'Neal
Predicted Path:   Stars in My Crown --[written_by]--> Joe David Brown --[(INV) written_by]--> Paper Moon --[starred_actors]--> Tatum O'Neal
Path (Raw):       Stars in My Crown --[written_by]--> Joe David Brown --[(INV) written_by]--> Paper Moon --[starred_actors]--> Tatum O'Neal
Neg LogProb(↓):   0.015230
Path Entropy(↓):  0.078361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did julian arahanga star in
Start Entity:     Julian Arahanga
Gold Answer:      [['Broken English']]
Predicted Ans:    Spring Breakdown
Predicted Path:   Julian Arahanga --[(INV) starred_actors]--> Broken English --[starred_actors]--> Parker Posey --[(INV) starred_actors]--> Spring Breakdown
Path (Raw):       Julian Arahanga --[(INV) starred_actors]--> Broken English --[starred_actors]--> Parker Posey --[(INV) starred_actors]--> Spring Breakdown
Neg LogProb(↓):   0.017201
Path Entropy(↓):  0.098019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film the love god?
Start Entity:     The Love God?
Gold Answer:      [['1968', '1980', '1978', '1964', '1966', '1967', '1979']]
Predicted Ans:    1980
Predicted Path:   The Love God? --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Path (Raw):       The Love God? --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Neg LogProb(↓):   0.016501
Path Entropy(↓):  0.110994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by falling down actors
Start Entity:     Falling Down
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Western', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   Falling Down --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       Falling Down --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.119928
Path Entropy(↓):  0.515639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie radioactive dreams
Start Entity:     Radioactive Dreams
Gold Answer:      [['Ray McKinnon']]
Predicted Ans:    Albert Pyun
Predicted Path:   Radioactive Dreams --[starred_actors]--> Michael Dudikoff --[(INV) starred_actors]--> Radioactive Dreams --[written_by]--> Albert Pyun
Path (Raw):       Radioactive Dreams --[starred_actors]--> Michael Dudikoff --[(INV) starred_actors]--> Radioactive Dreams --[written_by]--> Albert Pyun
Neg LogProb(↓):   0.003364
Path Entropy(↓):  0.025411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of i am comic is also the director of which films
Start Entity:     I Am Comic
Gold Answer:      [['Waking Up in Reno', 'The Third Wheel']]
Predicted Ans:    Waking Up in Reno
Predicted Path:   I Am Comic --[directed_by]--> Jordan Brady --[(INV) directed_by]--> Waking Up in Reno
Path (Raw):       I Am Comic --[directed_by]--> Jordan Brady --[(INV) directed_by]--> Waking Up in Reno --[No Operation]--> Waking Up in Reno
Neg LogProb(↓):   0.664408
Path Entropy(↓):  0.722877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by arthur crabtree fall under
Start Entity:     Arthur Crabtree
Gold Answer:      [['Drama']]
Predicted Ans:    arthur crabtree
Predicted Path:   Arthur Crabtree --[(INV) directed_by]--> Fiend Without a Face --[has_tags]--> arthur crabtree
Path (Raw):       Arthur Crabtree --[No Operation]--> Arthur Crabtree --[(INV) directed_by]--> Fiend Without a Face --[has_tags]--> arthur crabtree
Neg LogProb(↓):   0.186611
Path Entropy(↓):  0.478083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director for montana sky
Start Entity:     Montana Sky
Gold Answer:      [['Mike Robe']]
Predicted Ans:    Mike Robe
Predicted Path:   Montana Sky --[directed_by]--> Mike Robe --[(INV) directed_by]--> Montana Sky --[directed_by]--> Mike Robe
Path (Raw):       Montana Sky --[directed_by]--> Mike Robe --[(INV) directed_by]--> Montana Sky --[directed_by]--> Mike Robe
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by judith allen in
Start Entity:     Judith Allen
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Judith Allen --[(INV) starred_actors]--> Boots and Saddles --[in_language]--> English
Path (Raw):       Judith Allen --[No Operation]--> Judith Allen --[(INV) starred_actors]--> Boots and Saddles --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by til schweiger in
Start Entity:     Til Schweiger
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Til Schweiger --[(INV) starred_actors]--> Knockin' on Heaven's Door --[in_language]--> German
Path (Raw):       Til Schweiger --[No Operation]--> Til Schweiger --[(INV) starred_actors]--> Knockin' on Heaven's Door --[in_language]--> German
Neg LogProb(↓):   0.000308
Path Entropy(↓):  0.002875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was vaclav kaplicky a writer on
Start Entity:     Václav Kaplický
Gold Answer:      [['Witchhammer']]
Predicted Ans:    Witchhammer
Predicted Path:   Václav Kaplický --[(INV) written_by]--> Witchhammer --[written_by]--> Otakar Vávra --[(INV) written_by]--> Witchhammer
Path (Raw):       Václav Kaplický --[(INV) written_by]--> Witchhammer --[written_by]--> Otakar Vávra --[(INV) written_by]--> Witchhammer
Neg LogProb(↓):   0.000239
Path Entropy(↓):  0.002228
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by alex d. linz
Start Entity:     Alex D. Linz
Gold Answer:      [['Shirley MacLaine', 'Tim Hill', 'Michael Hoffman', 'Raja Gosnell']]
Predicted Ans:    Raja Gosnell
Predicted Path:   Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[directed_by]--> Raja Gosnell
Path (Raw):       Alex D. Linz --[No Operation]--> Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[directed_by]--> Raja Gosnell
Neg LogProb(↓):   0.003310
Path Entropy(↓):  0.023790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of ride in the whirlwind
Start Entity:     Ride in the Whirlwind
Gold Answer:      [['Bruce Dern', 'Karen Black', 'Peter Fonda']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Ride in the Whirlwind --[written_by]--> Jack Nicholson --[(INV) written_by]--> Ride in the Whirlwind --[starred_actors]--> Jack Nicholson
Path (Raw):       Ride in the Whirlwind --[written_by]--> Jack Nicholson --[(INV) written_by]--> Ride in the Whirlwind --[starred_actors]--> Jack Nicholson
Neg LogProb(↓):   0.010092
Path Entropy(↓):  0.061810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director for 10 minutes
Start Entity:     10 Minutes
Gold Answer:      [['Ahmed Imamovic']]
Predicted Ans:    Ahmed Imamovic
Predicted Path:   10 Minutes --[directed_by]--> Ahmed Imamovic --[(INV) directed_by]--> 10 Minutes --[directed_by]--> Ahmed Imamovic
Path (Raw):       10 Minutes --[directed_by]--> Ahmed Imamovic --[(INV) directed_by]--> 10 Minutes --[directed_by]--> Ahmed Imamovic
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by djinn
Start Entity:     djinn
Gold Answer:      [['Wishmaster']]
Predicted Ans:    Wishmaster
Predicted Path:   djinn --[(INV) has_tags]--> Wishmaster --[has_tags]--> djinn --[(INV) has_tags]--> Wishmaster
Path (Raw):       djinn --[(INV) has_tags]--> Wishmaster --[has_tags]--> djinn --[(INV) has_tags]--> Wishmaster
Neg LogProb(↓):   0.012122
Path Entropy(↓):  0.065217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in rebel without a cause
Start Entity:     Rebel Without a Cause
Gold Answer:      [['1957', '1955', '1956']]
Predicted Ans:    Spider-Man
Predicted Path:   Rebel Without a Cause --[starred_actors]--> James Dean --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man
Path (Raw):       Rebel Without a Cause --[starred_actors]--> James Dean --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man
Neg LogProb(↓):   0.624396
Path Entropy(↓):  1.861315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by ben palmer
Start Entity:     Ben Palmer
Gold Answer:      [['Simon Bird', 'Blake Harrison', 'Joe Thomas', 'James Buckley']]
Predicted Ans:    James Buckley
Predicted Path:   Ben Palmer --[(INV) directed_by]--> The Inbetweeners Movie --[starred_actors]--> James Buckley
Path (Raw):       Ben Palmer --[No Operation]--> Ben Palmer --[(INV) directed_by]--> The Inbetweeners Movie --[starred_actors]--> James Buckley
Neg LogProb(↓):   0.033782
Path Entropy(↓):  0.166593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by cyrano de bergerac actors
Start Entity:     Cyrano de Bergerac
Gold Answer:      [['Andrew Solt', 'Guy Endore', 'Herman Wouk', 'Maurice Pialat', 'André Téchiné', 'John Huston', 'Honoré de Balzac', 'Tom Stoppard', 'George Tabori', 'Pitof', 'François Truffaut', 'Roman Coppola', 'Pierre La Mure', 'Giuseppe Tornatore', 'Leck Fischer', 'Milcho Manchevski', 'Bruno Nuytten', 'Ingmar Bergman', 'Catherine Breillat', 'Robb White', 'Jacob Berger', 'Jacques Rivette', 'Jean Becker', 'Bernardo Bertolucci', 'Peter Weir', 'Seena Owen', 'Marcel Pagnol', 'Brad Mirman', 'Andrzej Wajda', 'Claude Berri', 'Victor Hugo', 'Pierre Barillet', 'Arlette Langmann', 'Bertrand Blier', 'Stanislawa Przybyszewska', 'Yves Angelo', 'Anne Fontaine', 'Alvin Sargent', 'Ben Hecht', 'Richard Brooks', 'Marco Ferreri', 'François Ozon', 'Barbet Schroeder', 'Marcel Aymé', 'Nick Cassavetes']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Cyrano de Bergerac --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> A Pure Formality --[written_by]--> Giuseppe Tornatore
Path (Raw):       Cyrano de Bergerac --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> A Pure Formality --[written_by]--> Giuseppe Tornatore
Neg LogProb(↓):   1.794324
Path Entropy(↓):  2.565072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by roland reber
Start Entity:     Roland Reber
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Roland Reber --[(INV) written_by]--> The Truth of Lie --[has_genre]--> Thriller
Path (Raw):       Roland Reber --[No Operation]--> Roland Reber --[(INV) written_by]--> The Truth of Lie --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the casino murder case in
Start Entity:     The Casino Murder Case
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Casino Murder Case --[starred_actors]--> Paul Lukas --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Path (Raw):       The Casino Murder Case --[starred_actors]--> Paul Lukas --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Neg LogProb(↓):   0.575379
Path Entropy(↓):  0.695249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed cannibal! the musical
Start Entity:     Cannibal! The Musical
Gold Answer:      [['Trey Parker']]
Predicted Ans:    Trey Parker
Predicted Path:   Cannibal! The Musical --[directed_by]--> Trey Parker --[(INV) directed_by]--> Orgazmo --[written_by]--> Trey Parker
Path (Raw):       Cannibal! The Musical --[directed_by]--> Trey Parker --[(INV) directed_by]--> Orgazmo --[written_by]--> Trey Parker
Neg LogProb(↓):   0.219370
Path Entropy(↓):  0.501593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote i thank a fool
Start Entity:     I Thank a Fool
Gold Answer:      [['Karl Tunberg']]
Predicted Ans:    Anatole de Grunwald
Predicted Path:   I Thank a Fool --[written_by]--> Karl Tunberg --[(INV) written_by]--> Libel --[written_by]--> Anatole de Grunwald
Path (Raw):       I Thank a Fool --[written_by]--> Karl Tunberg --[(INV) written_by]--> Libel --[written_by]--> Anatole de Grunwald
Neg LogProb(↓):   0.308027
Path Entropy(↓):  0.675263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share writers with bright leaves fall under
Start Entity:     Bright Leaves
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Bright Leaves --[written_by]--> Ross McElwee --[(INV) written_by]--> Bright Leaves --[has_genre]--> Documentary
Path (Raw):       Bright Leaves --[written_by]--> Ross McElwee --[(INV) written_by]--> Bright Leaves --[has_genre]--> Documentary
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.002868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did juan pablo rebella direct
Start Entity:     Juan Pablo Rebella
Gold Answer:      [['Whisky', '25 Watts']]
Predicted Ans:    Whisky
Predicted Path:   Juan Pablo Rebella --[(INV) directed_by]--> Whisky --[directed_by]--> Juan Pablo Rebella --[(INV) directed_by]--> Whisky
Path (Raw):       Juan Pablo Rebella --[(INV) directed_by]--> Whisky --[directed_by]--> Juan Pablo Rebella --[(INV) directed_by]--> Whisky
Neg LogProb(↓):   0.029337
Path Entropy(↓):  0.153396
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed frisco jenny
Start Entity:     Frisco Jenny
Gold Answer:      [['Grace Perkins', 'John Bright', 'Robert Lord', 'J. Grubb Alexander', 'Kubec Glasmon', 'Jack London', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'Alan Campbell', 'James H. Street', 'Ernest K. Gann', 'John Monk Saunders', 'Walter Van Tilburg Clark', 'Gypsy Rose Lee', 'Edna Ferber', 'Hope Loring', 'Louis D. Lighton', 'David Belasco', 'Achmed Abdullah', 'Edgecumb Pinchon', 'O.B. Stade', 'Moss Hart', 'Ben Hecht']]
Predicted Ans:    Moss Hart
Predicted Path:   Frisco Jenny --[directed_by]--> William A. Wellman --[(INV) directed_by]--> A Star Is Born --[written_by]--> Moss Hart
Path (Raw):       Frisco Jenny --[directed_by]--> William A. Wellman --[(INV) directed_by]--> A Star Is Born --[written_by]--> Moss Hart
Neg LogProb(↓):   0.999806
Path Entropy(↓):  1.811424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by chuck hogan
Start Entity:     Chuck Hogan
Gold Answer:      [['Ben Affleck']]
Predicted Ans:    Ben Affleck
Predicted Path:   Chuck Hogan --[(INV) written_by]--> The Town --[directed_by]--> Ben Affleck
Path (Raw):       Chuck Hogan --[No Operation]--> Chuck Hogan --[(INV) written_by]--> The Town --[directed_by]--> Ben Affleck
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was eiji funakoshi an actor in
Start Entity:     Eiji Funakoshi
Gold Answer:      [['Fires on the Plain']]
Predicted Ans:    Fires on the Plain
Predicted Path:   Eiji Funakoshi --[(INV) starred_actors]--> Fires on the Plain --[written_by]--> Natto Wada --[(INV) written_by]--> Fires on the Plain
Path (Raw):       Eiji Funakoshi --[(INV) starred_actors]--> Fires on the Plain --[written_by]--> Natto Wada --[(INV) written_by]--> Fires on the Plain
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of shrek the halls
Start Entity:     Shrek the Halls
Gold Answer:      [['Beverly Hills Cop III', 'Any Given Sunday', 'The Mambo Kings', 'Boomerang', 'Head Above Water', 'Autómata', 'Harlem Nights', 'Daddy Day Care', 'Knight and Day', 'Evita', 'Being John Malkovich', 'Imagine That', 'Vanilla Sky', 'Coming to America', 'Puss in Boots', 'And Starring Pancho Villa as Himself', 'Showtime', 'The Adventures of Pluto Nash', "My Best Friend's Wedding", 'The Big Bang', 'Very Bad Things', 'The Nutty Professor', 'The Haunted Mansion', 'Take the Lead', 'The Body', 'A Life Less Ordinary', 'Shrek 2', 'Bowfinger', 'The Box', 'In Her Shoes', 'Justin and the Knights of Valour', 'The Counselor', "Wayne's World 2", 'The Holiday', 'Best Defense', "Charlie's Angels", 'The Other Man', 'Spy Kids', 'Metro', "Wayne's World", 'Play It to the Bone', 'Dreamgirls', 'Feeling Minnesota', 'The Last Supper', 'The Green Hornet', 'Dr. Dolittle 2', 'The Skin I Live In', 'Original Sin', 'Norbit', 'A Thousand Words', "There's Something About Mary", 'Assassins', '54', 'Tower Heist', 'Life', 'Women on the Verge of a Nervous Breakdown', 'Beverly Hills Cop', 'Beverly Hills Cop II', 'Once Upon a Time in Mexico', 'Another 48 Hrs.', 'The Golden Child', 'Shrek', 'Austin Powers in Goldmember', 'Miami Rhapsody', 'So I Married an Axe Murderer', 'What Happens in Vegas', 'Bad Teacher', 'The 13th Warrior', 'Two Much', 'I Spy', 'Matador', 'Sex Tape', 'The Invisible Circus', 'The Other Woman', 'Femme Fatale', '48 Hrs.', 'Vampire in Brooklyn', 'Never Talk to Strangers', 'Meet Dave', 'Holy Man', 'Desperado', 'The Love Guru', 'The Distinguished Gentleman', 'Tie Me Up! Tie Me Down!', 'Day of the Falcon', "My Sister's Keeper"]]
Predicted Ans:    Vanilla Sky
Predicted Path:   Shrek the Halls --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky
Path (Raw):       Shrek the Halls --[starred_actors]--> Cameron Diaz --[No Operation]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky
Neg LogProb(↓):   1.354259
Path Entropy(↓):  2.100398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the go go tales director release
Start Entity:     Go Go Tales
Gold Answer:      [['1995', '1998', '1997', '2001', '2008', '1990', '1992', '1989', '1993', '2005', '1996', '2014', '1979', '1984']]
Predicted Ans:    1993
Predicted Path:   Go Go Tales --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Body Snatchers --[release_year]--> 1993
Path (Raw):       Go Go Tales --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Body Snatchers --[release_year]--> 1993
Neg LogProb(↓):   0.931679
Path Entropy(↓):  2.000558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie who's that knocking at my door
Start Entity:     Who's That Knocking at My Door
Gold Answer:      [['Marc Norman', 'Richard Price', 'Martin Scorsese', 'Mardik Martin', 'Kent Jones', 'Jay Cocks', 'Nicholas Pileggi', 'Woody Allen', 'Nikos Kazantzakis', 'Ernest K. Gann', 'Jake LaMotta', 'Ben L. Reitman', 'Dennis Lehane', 'Joe Connelly', 'Edith Wharton', 'Melissa Mathison', 'John D. MacDonald', 'Sofia Coppola', 'Francis Ford Coppola', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'Robert Getchell', 'James R. Webb', 'Paul Schrader', 'William Monahan', 'John Logan', 'Brian Selznick', 'Joseph Minion', 'Walter Tevis', 'Jordan Belfort']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Who's That Knocking at My Door --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[directed_by]--> Martin Scorsese
Path (Raw):       Who's That Knocking at My Door --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.506303
Path Entropy(↓):  1.038599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of come undone
Start Entity:     Come Undone
Gold Answer:      [['Silvio Soldini']]
Predicted Ans:    Silvio Soldini
Predicted Path:   Come Undone --[written_by]--> Silvio Soldini --[(INV) written_by]--> Days and Clouds --[directed_by]--> Silvio Soldini
Path (Raw):       Come Undone --[written_by]--> Silvio Soldini --[(INV) written_by]--> Days and Clouds --[directed_by]--> Silvio Soldini
Neg LogProb(↓):   0.004347
Path Entropy(↓):  0.031962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film dorian gray
Start Entity:     Dorian Gray
Gold Answer:      [['Drama', 'Fantasy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Dorian Gray --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Dorian Gray --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.381643
Path Entropy(↓):  4.624582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is bonneville
Start Entity:     Bonneville
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Bonneville --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Bonneville --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.638711
Path Entropy(↓):  5.091486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the godfather were in which languages
Start Entity:     The Godfather
Gold Answer:      [['Norwegian', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Godfather --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Path (Raw):       The Godfather --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.261203
Path Entropy(↓):  0.596007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by sonja sohn were released in which years
Start Entity:     Sonja Sohn
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Sonja Sohn --[(INV) written_by]--> Slam --[release_year]--> 1998
Path (Raw):       Sonja Sohn --[No Operation]--> Sonja Sohn --[(INV) written_by]--> Slam --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of agnes jaoui starred movies
Start Entity:     Agnès Jaoui
Gold Answer:      [['Cédric Klapisch']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Agnès Jaoui --[(INV) starred_actors]--> Let's Talk About the Rain --[directed_by]--> Agnès Jaoui
Path (Raw):       Agnès Jaoui --[No Operation]--> Agnès Jaoui --[(INV) starred_actors]--> Let's Talk About the Rain --[directed_by]--> Agnès Jaoui
Neg LogProb(↓):   0.101462
Path Entropy(↓):  0.395147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by estelle taylor
Start Entity:     Estelle Taylor
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Estelle Taylor --[(INV) starred_actors]--> Street Scene --[has_genre]--> Drama
Path (Raw):       Estelle Taylor --[No Operation]--> Estelle Taylor --[(INV) starred_actors]--> Street Scene --[has_genre]--> Drama
Neg LogProb(↓):   0.054627
Path Entropy(↓):  0.207723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie paths of glory
Start Entity:     Paths of Glory
Gold Answer:      [['Stanley Kubrick', 'Humphrey Cobb']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Paths of Glory --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[written_by]--> Stanley Kubrick
Path (Raw):       Paths of Glory --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[written_by]--> Stanley Kubrick
Neg LogProb(↓):   0.000862
Path Entropy(↓):  0.007385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of ron underwood
Start Entity:     Ron Underwood
Gold Answer:      [['Ernest B. Schoedsack']]
Predicted Ans:    Ron Underwood
Predicted Path:   Ron Underwood --[(INV) directed_by]--> Speechless --[directed_by]--> Ron Underwood
Path (Raw):       Ron Underwood --[No Operation]--> Ron Underwood --[(INV) directed_by]--> Speechless --[directed_by]--> Ron Underwood
Neg LogProb(↓):   0.075491
Path Entropy(↓):  0.322944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of the film demonic
Start Entity:     Demonic
Gold Answer:      [['Max La Bella', 'Will Canon', 'Doug Simon']]
Predicted Ans:    Will Canon
Predicted Path:   Demonic --[written_by]--> Will Canon --[(INV) written_by]--> Brotherhood --[written_by]--> Will Canon
Path (Raw):       Demonic --[written_by]--> Will Canon --[(INV) written_by]--> Brotherhood --[written_by]--> Will Canon
Neg LogProb(↓):   0.991887
Path Entropy(↓):  1.399864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by mark gatiss
Start Entity:     Mark Gatiss
Gold Answer:      [['Damon Thomas']]
Predicted Ans:    Damon Thomas
Predicted Path:   Mark Gatiss --[(INV) starred_actors]--> The First Men in the Moon --[directed_by]--> Damon Thomas
Path (Raw):       Mark Gatiss --[No Operation]--> Mark Gatiss --[(INV) starred_actors]--> The First Men in the Moon --[directed_by]--> Damon Thomas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by w. c. fields fall under
Start Entity:     W.C. Fields
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   W.C. Fields --[(INV) written_by]--> Never Give a Sucker an Even Break --[has_genre]--> Comedy
Path (Raw):       W.C. Fields --[No Operation]--> W.C. Fields --[(INV) written_by]--> Never Give a Sucker an Even Break --[has_genre]--> Comedy
Neg LogProb(↓):   0.078465
Path Entropy(↓):  0.267553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of angel face starred who
Start Entity:     Angel Face
Gold Answer:      [['Richard Attenborough', 'Alice Faye', 'John Gielgud', 'José Ferrer', 'Henry Fonda', 'Gene Tierney', 'Richard Conte', 'James Stewart', 'Dorothy Gish', 'Gary Cooper', 'Ralph Bellamy', 'Jane Fonda', 'Michael Caine', 'William Holden', 'Dyan Cannon', "Arthur O'Connell", 'David Niven', 'Robert Mitchum', 'Jean Seberg', 'Mylène Demongeot', 'Dana Andrews', 'Maggie McNamara', 'Jackie Gleason', 'George Sanders', 'Linda Darnell', 'Richard Greene', 'Patricia Neal', 'Rod Steiger', 'Joan Crawford', 'Harry Belafonte', 'John Wayne', 'Laurence Olivier', 'Kim Novak', 'Marilyn Monroe', 'Lee Remick', 'Kirk Douglas', 'Tom Tryon', 'Fred Clark', 'Carol Channing', 'Frankie Avalon', 'Ben Gazzara', 'Dorothy Dandridge', 'Arnold Stang', 'Frank Sinatra', 'Cornel Wilde', 'Clifton Webb', 'Deborah Kerr', 'Eleanor Parker', 'Vincent Price', 'Derek Jacobi', 'Charles Bickford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Angel Face --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Path (Raw):       Angel Face --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.739328
Path Entropy(↓):  1.641379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of september also wrote which movies
Start Entity:     September
Gold Answer:      [['Zelig', "What's Up, Tiger Lily?", 'Play It Again, Sam', 'Melinda and Melinda', 'Mighty Aphrodite', 'Another Woman', 'Crimes and Misdemeanors', 'Stardust Memories', 'Interiors', 'Take the Money and Run', 'Blue Jasmine', 'Radio Days', 'Hollywood Ending', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'Match Point', 'The Purple Rose of Cairo', 'New York Stories', 'Shadows and Fog', 'Deconstructing Harry', 'Love and Death', 'Manhattan', 'Annie Hall', 'To Rome with Love', 'Magic in the Moonlight', 'Husbands and Wives', 'Sleeper', "Don't Drink the Water", 'Sweet and Lowdown', 'Midnight in Paris', 'Scoop', 'Everyone Says I Love You', 'Alice', 'Bananas', 'Hannah and Her Sisters', 'Whatever Works', 'Anything Else', 'Vicky Cristina Barcelona', 'Celebrity', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks', "Cassandra's Dream", 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    September
Predicted Path:   September --[written_by]--> Woody Allen --[(INV) written_by]--> September
Path (Raw):       September --[written_by]--> Woody Allen --[(INV) written_by]--> September --[No Operation]--> September
Neg LogProb(↓):   2.098940
Path Entropy(↓):  3.299964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed four days in september
Start Entity:     Four Days in September
Gold Answer:      [['Bruno Barreto']]
Predicted Ans:    Bruno Barreto
Predicted Path:   Four Days in September --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Bossa Nova --[directed_by]--> Bruno Barreto
Path (Raw):       Four Days in September --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Bossa Nova --[directed_by]--> Bruno Barreto
Neg LogProb(↓):   0.449381
Path Entropy(↓):  0.987194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed a better tomorrow
Start Entity:     A Better Tomorrow
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   A Better Tomorrow --[directed_by]--> John Woo --[(INV) directed_by]--> Once a Thief --[has_genre]--> Crime
Path (Raw):       A Better Tomorrow --[directed_by]--> John Woo --[(INV) directed_by]--> Once a Thief --[has_genre]--> Crime
Neg LogProb(↓):   0.445631
Path Entropy(↓):  0.984152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter craig stecyk co - wrote movies with who
Start Entity:     Craig Stecyk
Gold Answer:      [['Stacy Peralta']]
Predicted Ans:    Stacy Peralta
Predicted Path:   Craig Stecyk --[(INV) written_by]--> Dogtown and Z-Boys --[written_by]--> Stacy Peralta
Path (Raw):       Craig Stecyk --[No Operation]--> Craig Stecyk --[(INV) written_by]--> Dogtown and Z-Boys --[written_by]--> Stacy Peralta
Neg LogProb(↓):   0.011784
Path Entropy(↓):  0.063740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of singham
Start Entity:     Singham
Gold Answer:      [['Deepika Padukone']]
Predicted Ans:    Prakash Raj
Predicted Path:   Singham --[directed_by]--> Rohit Shetty --[(INV) directed_by]--> Singham --[starred_actors]--> Prakash Raj
Path (Raw):       Singham --[directed_by]--> Rohit Shetty --[(INV) directed_by]--> Singham --[starred_actors]--> Prakash Raj
Neg LogProb(↓):   0.110059
Path Entropy(↓):  0.334255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film electric dreams released
Start Entity:     Electric Dreams
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Electric Dreams --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Electric Dreams --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   2.245276
Path Entropy(↓):  3.578867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by larry charles were released in which years
Start Entity:     Larry Charles
Gold Answer:      [['2012', '2003', '2009']]
Predicted Ans:    2009
Predicted Path:   Larry Charles --[(INV) directed_by]--> Brüno --[release_year]--> 2009
Path (Raw):       Larry Charles --[No Operation]--> Larry Charles --[(INV) directed_by]--> Brüno --[release_year]--> 2009
Neg LogProb(↓):   0.775941
Path Entropy(↓):  1.056496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of follow me, boys!
Start Entity:     Follow Me, Boys!
Gold Answer:      [['Gun Crazy', 'The Horse in the Gray Flannel Suit', 'The Best Years of Our Lives']]
Predicted Ans:    Follow Me, Boys!
Predicted Path:   Follow Me, Boys! --[written_by]--> Louis Pelletier --[(INV) written_by]--> Follow Me, Boys!
Path (Raw):       Follow Me, Boys! --[No Operation]--> Follow Me, Boys! --[written_by]--> Louis Pelletier --[(INV) written_by]--> Follow Me, Boys!
Neg LogProb(↓):   0.510778
Path Entropy(↓):  0.768368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the movie it's in the water
Start Entity:     It's in the Water
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   It's in the Water --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       It's in the Water --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   3.011634
Path Entropy(↓):  4.601713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of you don't mess with the zohan
Start Entity:     You Don't Mess with the Zohan
Gold Answer:      [['Steve Carell', 'Jane Fonda', 'Alec Baldwin', 'Henry Winkler', 'Richard Jenkins', 'Jim Carrey', 'Téa Leoni', 'Adam Sandler', 'Chris Rock', 'Kevin James', 'David Spade', 'Kathy Bates', 'Dan Aykroyd', 'Eric Bana', 'James Franco', 'Leslie Mann', 'Katherine Heigl', 'George Segal', 'Paul Rudd', 'Fairuza Balk', 'Damon Wayans', 'Burt Young', 'Seth Rogen', 'Darren McGavin', 'Bradley Whitford', 'Daniel Stern']]
Predicted Ans:    Paul Rudd
Predicted Path:   You Don't Mess with the Zohan --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[starred_actors]--> Paul Rudd
Path (Raw):       You Don't Mess with the Zohan --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[starred_actors]--> Paul Rudd
Neg LogProb(↓):   0.231368
Path Entropy(↓):  0.745026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with artur london
Start Entity:     Artur London
Gold Answer:      [['Sol Yurick']]
Predicted Ans:    Sol Yurick
Predicted Path:   Artur London --[(INV) written_by]--> The Confession --[written_by]--> Sol Yurick
Path (Raw):       Artur London --[No Operation]--> Artur London --[(INV) written_by]--> The Confession --[written_by]--> Sol Yurick
Neg LogProb(↓):   0.020419
Path Entropy(↓):  0.098863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by one night stand writers release
Start Entity:     One Night Stand
Gold Answer:      [['1995', '1988', '2000', '2001', '1991', '1999', '1967']]
Predicted Ans:    1999
Predicted Path:   One Night Stand --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence --[release_year]--> 1999
Path (Raw):       One Night Stand --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence --[release_year]--> 1999
Neg LogProb(↓):   0.967605
Path Entropy(↓):  1.454798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the incredible shrinking woman starred who
Start Entity:     The Incredible Shrinking Woman
Gold Answer:      [['William Sadler', 'Patrick Wilson', "Vincent D'Onofrio", 'Sandra Bullock', 'Emilio Estevez', 'Andrew McCarthy', 'Miranda Richardson', 'Radha Mitchell', 'Kevin Spacey', 'Anthony Hopkins', 'Robert De Niro', 'Barry Brown', 'Gerard Butler', 'Michael Caine', 'Bill Paxton', 'Ellen Barkin', 'Nicolas Cage', 'Forest Whitaker', 'William Baldwin', 'Demi Moore', 'Jim Carrey', 'Rob Lowe', 'Michael Douglas', 'Kiefer Sutherland', 'Ice Cube', 'Chris Rock', 'Nicole Kidman', 'Campbell Scott', 'Julia Roberts', 'Sean Young', 'Isabella Rossellini', 'Ted Danson', 'William Petersen', 'Colin Farrell', 'Val Kilmer', 'Robert Duvall', 'Michael Fassbender', 'Henry Cavill', 'Dominic Purcell', 'Laurence Fishburne', 'Susan Sarandon', 'Jeff Bridges', 'Frank Langella', 'Samuel L. Jackson', 'Philip Seymour Hoffman', 'Adam Baldwin', 'Matthew McConaughey', 'Colleen Dewhurst', 'Kevin Bacon', 'Max Gail', 'Mr. T', 'Tommy Lee Jones', 'Emmy Rossum']]
Predicted Ans:    Emilio Estevez
Predicted Path:   The Incredible Shrinking Woman --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[starred_actors]--> Emilio Estevez
Path (Raw):       The Incredible Shrinking Woman --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.605937
Path Entropy(↓):  1.691191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films twelve are written by who
Start Entity:     Twelve
Gold Answer:      [['Richard Matheson', 'Ross Thomas', 'Robert Zemeckis', 'Joel Schumacher', 'David Newman', 'John Grisham', 'Fernley Phillips', 'Gaston Leroux', 'Ebbe Roe Smith', 'Edward Anderson', 'Mary Agnes Donoghue', 'Robert Benton', 'Carol Doyle', 'Jane Wagner', 'Andrew Lloyd Webber', 'Bob Gale', 'Marti Leimbach']]
Predicted Ans:    Robert Benton
Predicted Path:   Twelve --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> Bad Company --[written_by]--> Robert Benton
Path (Raw):       Twelve --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> Bad Company --[written_by]--> Robert Benton
Neg LogProb(↓):   0.623250
Path Entropy(↓):  1.243986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for up in smoke
Start Entity:     Up in Smoke
Gold Answer:      [['Tommy Chong', 'Lou Adler']]
Predicted Ans:    Tommy Chong
Predicted Path:   Up in Smoke --[directed_by]--> Tommy Chong --[(INV) directed_by]--> Far Out Man --[directed_by]--> Tommy Chong
Path (Raw):       Up in Smoke --[directed_by]--> Tommy Chong --[(INV) directed_by]--> Far Out Man --[directed_by]--> Tommy Chong
Neg LogProb(↓):   0.731895
Path Entropy(↓):  1.022358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the killing room were released in which years
Start Entity:     The Killing Room
Gold Answer:      [['1980', '2008', '2003', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2014', '1983', '1996', '2002', '1981', '2013', '1988', '1997', '2005', '1999', '1987']]
Predicted Ans:    1993
Predicted Path:   The Killing Room --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Path (Raw):       The Killing Room --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Neg LogProb(↓):   0.569130
Path Entropy(↓):  1.150913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the sapphire director release
Start Entity:     Sapphire
Gold Answer:      [['1962', '1970', '1966', '1960', '1951', '1961', '1945', '1981', '1969']]
Predicted Ans:    1945
Predicted Path:   Sapphire --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Dead of Night --[release_year]--> 1945
Path (Raw):       Sapphire --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Dead of Night --[release_year]--> 1945
Neg LogProb(↓):   0.469629
Path Entropy(↓):  1.264484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote junk mail
Start Entity:     Junk Mail
Gold Answer:      [['Pål Sletaune']]
Predicted Ans:    Pål Sletaune
Predicted Path:   Junk Mail --[written_by]--> Pål Sletaune --[(INV) written_by]--> The Monitor --[directed_by]--> Pål Sletaune
Path (Raw):       Junk Mail --[written_by]--> Pål Sletaune --[(INV) written_by]--> The Monitor --[directed_by]--> Pål Sletaune
Neg LogProb(↓):   0.001285
Path Entropy(↓):  0.010072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films last hurrah for chivalry are written by who
Start Entity:     Last Hurrah for Chivalry
Gold Answer:      [['Barry Wong', 'Graham Yost', 'Philip K. Dick', 'John Woo', 'Chuck Pfarrer']]
Predicted Ans:    John Woo
Predicted Path:   Last Hurrah for Chivalry --[directed_by]--> John Woo --[(INV) directed_by]--> Once a Thief --[written_by]--> John Woo
Path (Raw):       Last Hurrah for Chivalry --[directed_by]--> John Woo --[(INV) directed_by]--> Once a Thief --[written_by]--> John Woo
Neg LogProb(↓):   0.619789
Path Entropy(↓):  1.376630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by brad mcgann release
Start Entity:     Brad McGann
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Brad McGann --[(INV) directed_by]--> In My Father's Den --[release_year]--> 2004
Path (Raw):       Brad McGann --[No Operation]--> Brad McGann --[(INV) directed_by]--> In My Father's Den --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of gallowwalkers
Start Entity:     Gallowwalkers
Gold Answer:      [['Andrew Goth']]
Predicted Ans:    Andrew Goth
Predicted Path:   Gallowwalkers --[directed_by]--> Andrew Goth --[(INV) directed_by]--> Gallowwalkers --[directed_by]--> Andrew Goth
Path (Raw):       Gallowwalkers --[directed_by]--> Andrew Goth --[(INV) directed_by]--> Gallowwalkers --[directed_by]--> Andrew Goth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was pepe released
Start Entity:     Pepe
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Pepe --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Path (Raw):       Pepe --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Neg LogProb(↓):   2.022915
Path Entropy(↓):  3.257511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by ashley rickards
Start Entity:     Ashley Rickards
Gold Answer:      [['Janet Grillo']]
Predicted Ans:    Janet Grillo
Predicted Path:   Ashley Rickards --[(INV) starred_actors]--> Fly Away --[directed_by]--> Janet Grillo
Path (Raw):       Ashley Rickards --[No Operation]--> Ashley Rickards --[(INV) starred_actors]--> Fly Away --[directed_by]--> Janet Grillo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by i. marlene king release
Start Entity:     I. Marlene King
Gold Answer:      [['1995', '2006']]
Predicted Ans:    2006
Predicted Path:   I. Marlene King --[(INV) written_by]--> Just My Luck --[release_year]--> 2006
Path (Raw):       I. Marlene King --[No Operation]--> I. Marlene King --[(INV) written_by]--> Just My Luck --[release_year]--> 2006
Neg LogProb(↓):   0.004491
Path Entropy(↓):  0.028705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the conspirator
Start Entity:     The Conspirator
Gold Answer:      [['Lem Dobbs', 'Steven Pressfield', 'Neil Gordon', 'Judith Guest', 'Alvin Sargent', 'Norman Maclean', 'Richard Friedenberg', 'David S. Ward', 'John Nichols', 'Matthew Michael Carnahan', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    Matthew Michael Carnahan
Predicted Path:   The Conspirator --[directed_by]--> Robert Redford --[(INV) directed_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Path (Raw):       The Conspirator --[directed_by]--> Robert Redford --[(INV) directed_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Neg LogProb(↓):   0.389102
Path Entropy(↓):  0.985608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mark kelly is a co - star of who
Start Entity:     Mark Kelly
Gold Answer:      [['Steve Zissis']]
Predicted Ans:    Steve Zissis
Predicted Path:   Mark Kelly --[(INV) starred_actors]--> The Do-Deca-Pentathlon --[starred_actors]--> Steve Zissis
Path (Raw):       Mark Kelly --[No Operation]--> Mark Kelly --[(INV) starred_actors]--> The Do-Deca-Pentathlon --[starred_actors]--> Steve Zissis
Neg LogProb(↓):   0.001813
Path Entropy(↓):  0.013244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of billu
Start Entity:     Billu
Gold Answer:      [['Priyadarshan', 'Sreenivasan', 'Manisha Korde', 'Mushtaq Sheikh']]
Predicted Ans:    Sreenivasan
Predicted Path:   Billu --[written_by]--> Sreenivasan --[(INV) written_by]--> Billu --[written_by]--> Sreenivasan
Path (Raw):       Billu --[written_by]--> Sreenivasan --[(INV) written_by]--> Billu --[written_by]--> Sreenivasan
Neg LogProb(↓):   1.436186
Path Entropy(↓):  2.242830
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with gettysburg
Start Entity:     Gettysburg
Gold Answer:      [['Gods and Generals', 'For Love of the Game']]
Predicted Ans:    Gettysburg
Predicted Path:   Gettysburg --[written_by]--> Michael Shaara --[(INV) written_by]--> Gettysburg
Path (Raw):       Gettysburg --[written_by]--> Michael Shaara --[(INV) written_by]--> Gettysburg --[No Operation]--> Gettysburg
Neg LogProb(↓):   0.010868
Path Entropy(↓):  0.067583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe deterrence
Start Entity:     Deterrence
Gold Answer:      [['kevin pollak']]
Predicted Ans:    kevin pollak
Predicted Path:   Deterrence --[has_tags]--> kevin pollak --[(INV) has_tags]--> Cop Out --[has_tags]--> kevin pollak
Path (Raw):       Deterrence --[has_tags]--> kevin pollak --[(INV) has_tags]--> Cop Out --[has_tags]--> kevin pollak
Neg LogProb(↓):   0.010745
Path Entropy(↓):  0.060248
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie showgirls were in which genres
Start Entity:     Showgirls
Gold Answer:      [['War', 'Thriller', 'Action']]
Predicted Ans:    War
Predicted Path:   Showgirls --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange --[has_genre]--> War
Path (Raw):       Showgirls --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange --[has_genre]--> War
Neg LogProb(↓):   0.071444
Path Entropy(↓):  0.306574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the amy's orgasm director
Start Entity:     Amy's Orgasm
Gold Answer:      [['Julie Davis', 'Dan Bucatinsky']]
Predicted Ans:    Julie Davis
Predicted Path:   Amy's Orgasm --[directed_by]--> Julie Davis --[(INV) directed_by]--> Finding Bliss --[written_by]--> Julie Davis
Path (Raw):       Amy's Orgasm --[directed_by]--> Julie Davis --[(INV) directed_by]--> Finding Bliss --[written_by]--> Julie Davis
Neg LogProb(↓):   0.405786
Path Entropy(↓):  0.839288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of john boulting
Start Entity:     John Boulting
Gold Answer:      [['Alan Hackney', 'Frank Harvey']]
Predicted Ans:    John Boulting
Predicted Path:   John Boulting --[(INV) written_by]--> I'm All Right Jack --[written_by]--> John Boulting
Path (Raw):       John Boulting --[No Operation]--> John Boulting --[(INV) written_by]--> I'm All Right Jack --[written_by]--> John Boulting
Neg LogProb(↓):   0.337575
Path Entropy(↓):  0.661260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the writer of the film those who love me can take the train
Start Entity:     Those Who Love Me Can Take the Train
Gold Answer:      [['Danièle Thompson', 'Patrice Chéreau', 'Pierre Trividic']]
Predicted Ans:    Patrice Chéreau
Predicted Path:   Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau
Path (Raw):       Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau
Neg LogProb(↓):   0.678250
Path Entropy(↓):  0.844986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did yoshikazu yasuhiko direct
Start Entity:     Yoshikazu Yasuhiko
Gold Answer:      [['Venus Wars']]
Predicted Ans:    Venus Wars
Predicted Path:   Yoshikazu Yasuhiko --[(INV) directed_by]--> Venus Wars --[directed_by]--> Yoshikazu Yasuhiko --[(INV) directed_by]--> Venus Wars
Path (Raw):       Yoshikazu Yasuhiko --[(INV) directed_by]--> Venus Wars --[directed_by]--> Yoshikazu Yasuhiko --[(INV) directed_by]--> Venus Wars
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was mark brian smith the director of
Start Entity:     Mark Brian Smith
Gold Answer:      [['Overnight']]
Predicted Ans:    Overnight
Predicted Path:   Mark Brian Smith --[(INV) directed_by]--> Overnight --[directed_by]--> Tony Montana --[(INV) directed_by]--> Overnight
Path (Raw):       Mark Brian Smith --[(INV) directed_by]--> Overnight --[directed_by]--> Tony Montana --[(INV) directed_by]--> Overnight
Neg LogProb(↓):   0.000061
Path Entropy(↓):  0.000701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Rigoberto castaneda was the director on which movies
Start Entity:     Rigoberto Castañeda
Gold Answer:      [['Blackout']]
Predicted Ans:    Blackout
Predicted Path:   Rigoberto Castañeda --[(INV) directed_by]--> Blackout --[directed_by]--> Rigoberto Castañeda --[(INV) directed_by]--> Blackout
Path (Raw):       Rigoberto Castañeda --[(INV) directed_by]--> Blackout --[directed_by]--> Rigoberto Castañeda --[(INV) directed_by]--> Blackout
Neg LogProb(↓):   0.359853
Path Entropy(↓):  0.612745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote end of watch
Start Entity:     End of Watch
Gold Answer:      [['Antoine Fuqua', 'David Ayer', 'Fritz Lang', 'Alfred Hitchcock']]
Predicted Ans:    Fritz Lang
Predicted Path:   End of Watch --[written_by]--> David Ayer --[(INV) written_by]--> Fury --[directed_by]--> Fritz Lang
Path (Raw):       End of Watch --[written_by]--> David Ayer --[(INV) written_by]--> Fury --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.265327
Path Entropy(↓):  0.850172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the wrecking crew were in which languages
Start Entity:     The Wrecking Crew
Gold Answer:      [['Italian']]
Predicted Ans:    Donald Hamilton
Predicted Path:   The Wrecking Crew --[starred_actors]--> Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew --[written_by]--> Donald Hamilton
Path (Raw):       The Wrecking Crew --[starred_actors]--> Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew --[written_by]--> Donald Hamilton
Neg LogProb(↓):   0.079049
Path Entropy(↓):  0.288878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Matt mccormick was the director on which movies
Start Entity:     Matt McCormick
Gold Answer:      [['Some Days Are Better Than Others']]
Predicted Ans:    Some Days Are Better Than Others
Predicted Path:   Matt McCormick --[(INV) directed_by]--> Some Days Are Better Than Others --[directed_by]--> Matt McCormick --[(INV) directed_by]--> Some Days Are Better Than Others
Path (Raw):       Matt McCormick --[(INV) directed_by]--> Some Days Are Better Than Others --[directed_by]--> Matt McCormick --[(INV) directed_by]--> Some Days Are Better Than Others
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote libertarias
Start Entity:     Libertarias
Gold Answer:      [['Vicente Aranda']]
Predicted Ans:    Vicente Aranda
Predicted Path:   Libertarias --[written_by]--> Vicente Aranda --[(INV) written_by]--> Libertarias --[written_by]--> Vicente Aranda
Path (Raw):       Libertarias --[written_by]--> Vicente Aranda --[(INV) written_by]--> Libertarias --[written_by]--> Vicente Aranda
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to man bites dog
Start Entity:     Man Bites Dog
Gold Answer:      [['violence', 'serial killer', '1', 'mockumentary', 'black comedy']]
Predicted Ans:    serial killer
Predicted Path:   Man Bites Dog --[written_by]--> André Bonzel --[(INV) written_by]--> Man Bites Dog --[has_tags]--> serial killer
Path (Raw):       Man Bites Dog --[written_by]--> André Bonzel --[(INV) written_by]--> Man Bites Dog --[has_tags]--> serial killer
Neg LogProb(↓):   0.350477
Path Entropy(↓):  1.075589
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the big hit is also the director of which films
Start Entity:     The Big Hit
Gold Answer:      [['Crime Story']]
Predicted Ans:    Crime Story
Predicted Path:   The Big Hit --[directed_by]--> Kirk Wong --[(INV) directed_by]--> Crime Story
Path (Raw):       The Big Hit --[directed_by]--> Kirk Wong --[(INV) directed_by]--> Crime Story --[No Operation]--> Crime Story
Neg LogProb(↓):   0.015404
Path Entropy(↓):  0.079453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in hedd wyn
Start Entity:     Hedd Wyn
Gold Answer:      [['Huw Garmon']]
Predicted Ans:    Huw Garmon
Predicted Path:   Hedd Wyn --[starred_actors]--> Huw Garmon --[(INV) starred_actors]--> Hedd Wyn --[starred_actors]--> Huw Garmon
Path (Raw):       Hedd Wyn --[starred_actors]--> Huw Garmon --[(INV) starred_actors]--> Hedd Wyn --[starred_actors]--> Huw Garmon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jordan fry acted together with who
Start Entity:     Jordan Fry
Gold Answer:      [['Angela Bassett']]
Predicted Ans:    Angela Bassett
Predicted Path:   Jordan Fry --[(INV) starred_actors]--> Meet the Robinsons --[starred_actors]--> Angela Bassett
Path (Raw):       Jordan Fry --[No Operation]--> Jordan Fry --[(INV) starred_actors]--> Meet the Robinsons --[starred_actors]--> Angela Bassett
Neg LogProb(↓):   0.006430
Path Entropy(↓):  0.038755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of year of the dog
Start Entity:     Year of the Dog
Gold Answer:      [['School of Rock', 'The Good Girl', 'Nacho Libre', 'Orange County']]
Predicted Ans:    Orange County
Predicted Path:   Year of the Dog --[written_by]--> Mike White --[(INV) written_by]--> Orange County
Path (Raw):       Year of the Dog --[written_by]--> Mike White --[(INV) written_by]--> Orange County --[No Operation]--> Orange County
Neg LogProb(↓):   0.396003
Path Entropy(↓):  0.739144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film moscow on the hudson
Start Entity:     Moscow on the Hudson
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Moscow on the Hudson --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Moscow on the Hudson --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   4.016974
Path Entropy(↓):  5.348524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lee horsley acted films
Start Entity:     Lee Horsley
Gold Answer:      [['Albert Pyun']]
Predicted Ans:    Albert Pyun
Predicted Path:   Lee Horsley --[(INV) starred_actors]--> The Sword and the Sorcerer --[directed_by]--> Albert Pyun
Path (Raw):       Lee Horsley --[No Operation]--> Lee Horsley --[(INV) starred_actors]--> The Sword and the Sorcerer --[directed_by]--> Albert Pyun
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie couples retreat
Start Entity:     Couples Retreat
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Couples Retreat --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Couples Retreat --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.288841
Path Entropy(↓):  4.489625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie mrs. parkington
Start Entity:     Mrs. Parkington
Gold Answer:      [['Waldo Salt', 'Dana Burnet', 'Philip Dunne', 'Rachel Crothers', 'Irwin Allen', 'Ralph Wheelwright', 'William Wister Haines', 'William R. Laidlaw', 'Charles Schnee', 'George Bradshaw', 'Cyril Hume', 'Claudine West', 'George Froeschel', 'Rod Serling', 'Sidney Sheldon', 'F. Scott Fitzgerald', 'Terence Rattigan', 'Sonya Levien', 'Paul Osborn', 'Richard Llewellyn', 'Jan Struther', 'Alfred Lewis Levitt', 'John Meehan', 'Dore Schary', 'Charles Bennett', 'Ronald Austin', 'Marcia Davenport', 'John Galsworthy', 'S.K. Lauren', 'Everett Freeman', 'Arthur Wimperis', 'Anita Loos', 'Richard Brooks', 'W.R. Burnett', 'James Hilton', 'Julius J. Epstein', 'Philip G. Epstein', 'Geoffrey Household', 'Herbert Baker']]
Predicted Ans:    Geoffrey Household
Predicted Path:   Mrs. Parkington --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[written_by]--> Geoffrey Household
Path (Raw):       Mrs. Parkington --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[written_by]--> Geoffrey Household
Neg LogProb(↓):   0.047310
Path Entropy(↓):  0.257782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does david keith appear in
Start Entity:     David Keith
Gold Answer:      [['Take This Job and Shove It', "Hangman's Curse", 'The Lords of Discipline', 'Firestarter', 'White of the Eye', 'Heartbreak Hotel']]
Predicted Ans:    Firestarter
Predicted Path:   David Keith --[(INV) starred_actors]--> Firestarter --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter
Path (Raw):       David Keith --[(INV) starred_actors]--> Firestarter --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter
Neg LogProb(↓):   0.133751
Path Entropy(↓):  0.551994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of doris day acted films
Start Entity:     Doris Day
Gold Answer:      [['Larry Gelbart', 'Janet Green', 'Dick Maas', 'Joseph Fields', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'George Abbott', 'Richard Bissell', 'John D. Klorer', 'Frank Tashlin', 'Sidney Sheldon', 'Jean Kerr', 'Isobel Lennart', 'Maurice Richlin', 'I.A.L. Diamond', 'Russell Rouse', 'Clarence Greene', 'Peter De Vries', 'Daniel Fuchs', 'Jack Rose', 'Norman Katkov', 'Claude Magnier', 'Max Wilk', 'Everett Freeman', 'Stanley Shapiro', 'Paul Henning', 'Karl Tunberg', 'Carl Reiner', 'Andrew L. Stone', 'Norman Barasch', 'Carroll Moore', 'Julius J. Epstein', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    Isobel Lennart
Predicted Path:   Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Path (Raw):       Doris Day --[No Operation]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Neg LogProb(↓):   0.488173
Path Entropy(↓):  1.229714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by frederick e. smith fall under
Start Entity:     Frederick E. Smith
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Frederick E. Smith --[(INV) written_by]--> 633 Squadron --[has_genre]--> War
Path (Raw):       Frederick E. Smith --[No Operation]--> Frederick E. Smith --[(INV) written_by]--> 633 Squadron --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with stephen collins
Start Entity:     Stephen Collins
Gold Answer:      [['John Goodman', 'Diane Lane', 'Trini Alvarado', 'James Le Gros', 'Bette Midler', 'Tess Harper']]
Predicted Ans:    Bette Midler
Predicted Path:   Stephen Collins --[(INV) starred_actors]--> Stella --[starred_actors]--> Bette Midler
Path (Raw):       Stephen Collins --[No Operation]--> Stephen Collins --[(INV) starred_actors]--> Stella --[starred_actors]--> Bette Midler
Neg LogProb(↓):   0.679470
Path Entropy(↓):  0.965271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the red tent
Start Entity:     The Red Tent
Gold Answer:      [['1970', '2003', '1992', '1959', '1993', '1967', '1979', '1974', '1968', '1963', '1998', '2009', '1982', '1973', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '1996', '1981', '2012', '1961', '1962', '1988', '2000', '1964', '1975', '1966', '1960', '1965', '1999', '1987', '1986', '1937']]
Predicted Ans:    1974
Predicted Path:   The Red Tent --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Path (Raw):       The Red Tent --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Neg LogProb(↓):   1.049092
Path Entropy(↓):  2.677394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the face behind the mask
Start Entity:     The Face Behind the Mask
Gold Answer:      [['Robert Florey']]
Predicted Ans:    Robert Florey
Predicted Path:   The Face Behind the Mask --[directed_by]--> Robert Florey --[(INV) directed_by]--> Murders in the Rue Morgue --[directed_by]--> Robert Florey
Path (Raw):       The Face Behind the Mask --[directed_by]--> Robert Florey --[(INV) directed_by]--> Murders in the Rue Morgue --[directed_by]--> Robert Florey
Neg LogProb(↓):   0.042630
Path Entropy(↓):  0.197284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor lily james acted together with who
Start Entity:     Lily James
Gold Answer:      [['Bernadette Peters', 'Cate Blanchett', 'Richard Madden', 'Mary Pickford', 'Helena Bonham Carter']]
Predicted Ans:    Cate Blanchett
Predicted Path:   Lily James --[(INV) starred_actors]--> Cinderella --[starred_actors]--> Cate Blanchett
Path (Raw):       Lily James --[No Operation]--> Lily James --[(INV) starred_actors]--> Cinderella --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   0.002334
Path Entropy(↓):  0.019376
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by cecilia miniucchi
Start Entity:     Cecilia Miniucchi
Gold Answer:      [['Samantha Morton']]
Predicted Ans:    Samantha Morton
Predicted Path:   Cecilia Miniucchi --[(INV) directed_by]--> Expired --[starred_actors]--> Samantha Morton
Path (Raw):       Cecilia Miniucchi --[No Operation]--> Cecilia Miniucchi --[(INV) directed_by]--> Expired --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by robert shallcross release
Start Entity:     Robert Shallcross
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Robert Shallcross --[(INV) directed_by]--> Uncle Nino --[release_year]--> 2003
Path (Raw):       Robert Shallcross --[No Operation]--> Robert Shallcross --[(INV) directed_by]--> Uncle Nino --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie you're a big boy now starred who
Start Entity:     You're a Big Boy Now
Gold Answer:      [['Elizabeth Hartman', 'Geraldine Page', 'Peter Kastner']]
Predicted Ans:    Elizabeth Hartman
Predicted Path:   You're a Big Boy Now --[starred_actors]--> Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue --[starred_actors]--> Elizabeth Hartman
Path (Raw):       You're a Big Boy Now --[starred_actors]--> Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue --[starred_actors]--> Elizabeth Hartman
Neg LogProb(↓):   0.897916
Path Entropy(↓):  1.946545
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie blind
Start Entity:     Blind
Gold Answer:      [['Eskil Vogt']]
Predicted Ans:    Eskil Vogt
Predicted Path:   Blind --[written_by]--> Eskil Vogt --[(INV) written_by]--> Blind --[written_by]--> Eskil Vogt
Path (Raw):       Blind --[written_by]--> Eskil Vogt --[(INV) written_by]--> Blind --[written_by]--> Eskil Vogt
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by william templeton
Start Entity:     William Templeton
Gold Answer:      [['Derek Farr', 'Peter Lorre', 'William Hartnell', 'Joan Hopkins']]
Predicted Ans:    Peter Lorre
Predicted Path:   William Templeton --[(INV) written_by]--> Double Confession --[starred_actors]--> Peter Lorre
Path (Raw):       William Templeton --[No Operation]--> William Templeton --[(INV) written_by]--> Double Confession --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by michel boisrond release
Start Entity:     Michel Boisrond
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Michel Boisrond --[(INV) directed_by]--> Come Dance with Me! --[release_year]--> 1959
Path (Raw):       Michel Boisrond --[No Operation]--> Michel Boisrond --[(INV) directed_by]--> Come Dance with Me! --[release_year]--> 1959
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie boot camp
Start Entity:     Boot Camp
Gold Answer:      [['Christian Duguay']]
Predicted Ans:    Christian Duguay
Predicted Path:   Boot Camp --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[directed_by]--> Christian Duguay
Path (Raw):       Boot Camp --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[directed_by]--> Christian Duguay
Neg LogProb(↓):   0.798036
Path Entropy(↓):  1.206534
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the white sheik
Start Entity:     The White Sheik
Gold Answer:      [['Mafioso', 'Divorce Italian Style', 'La Strada', 'Juliet of the Spirits', 'I Vitelloni', 'The Great War', 'Variety Lights', 'Il Bidone', 'Ginger and Fred']]
Predicted Ans:    The White Sheik
Predicted Path:   The White Sheik --[starred_actors]--> Giulietta Masina --[(INV) starred_actors]--> The White Sheik
Path (Raw):       The White Sheik --[starred_actors]--> Giulietta Masina --[No Operation]--> Giulietta Masina --[(INV) starred_actors]--> The White Sheik
Neg LogProb(↓):   0.419669
Path Entropy(↓):  1.307346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What type of film is rapt
Start Entity:     Rapt
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Rapt --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Rapt --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.295779
Path Entropy(↓):  4.556876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in mystery train
Start Entity:     Mystery Train
Gold Answer:      [['2001']]
Predicted Ans:    1989
Predicted Path:   Mystery Train --[starred_actors]--> Cinqué Lee --[(INV) starred_actors]--> Mystery Train --[release_year]--> 1989
Path (Raw):       Mystery Train --[starred_actors]--> Cinqué Lee --[(INV) starred_actors]--> Mystery Train --[release_year]--> 1989
Neg LogProb(↓):   0.089500
Path Entropy(↓):  0.343837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe accepted
Start Entity:     Accepted
Gold Answer:      [['college']]
Predicted Ans:    college
Predicted Path:   Accepted --[has_tags]--> college --[(INV) has_tags]--> Blue Like Jazz --[has_tags]--> college
Path (Raw):       Accepted --[has_tags]--> college --[(INV) has_tags]--> Blue Like Jazz --[has_tags]--> college
Neg LogProb(↓):   0.010426
Path Entropy(↓):  0.069146
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for frankenstein's army
Start Entity:     Frankenstein's Army
Gold Answer:      [['Richard Raaphorst']]
Predicted Ans:    Richard Raaphorst
Predicted Path:   Frankenstein's Army --[written_by]--> Richard Raaphorst --[(INV) written_by]--> Frankenstein's Army --[written_by]--> Richard Raaphorst
Path (Raw):       Frankenstein's Army --[written_by]--> Richard Raaphorst --[(INV) written_by]--> Frankenstein's Army --[written_by]--> Richard Raaphorst
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did ken kwapis write
Start Entity:     Ken Kwapis
Gold Answer:      [['Sexual Life']]
Predicted Ans:    Sexual Life
Predicted Path:   Ken Kwapis --[(INV) written_by]--> Sexual Life --[written_by]--> Ken Kwapis --[(INV) written_by]--> Sexual Life
Path (Raw):       Ken Kwapis --[(INV) written_by]--> Sexual Life --[written_by]--> Ken Kwapis --[(INV) written_by]--> Sexual Life
Neg LogProb(↓):   0.000099
Path Entropy(↓):  0.001094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of devil's pass also directed which films
Start Entity:     Devil's Pass
Gold Answer:      [['Cliffhanger', '12 Rounds', 'Mindhunters', 'Cleaner', '5 Days of War', 'Born American', 'The Adventures of Ford Fairlane', 'The Legend of Hercules', 'Die Hard 2', 'The Long Kiss Goodnight', 'Driven', 'Deep Blue Sea', 'Cutthroat Island', 'The Covenant']]
Predicted Ans:    Die Hard 2
Predicted Path:   Devil's Pass --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Die Hard 2
Path (Raw):       Devil's Pass --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Die Hard 2 --[No Operation]--> Die Hard 2
Neg LogProb(↓):   1.228346
Path Entropy(↓):  2.223098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by amanda plummer release
Start Entity:     Amanda Plummer
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Amanda Plummer --[(INV) starred_actors]--> Butterfly Kiss --[release_year]--> 1995
Path (Raw):       Amanda Plummer --[No Operation]--> Amanda Plummer --[(INV) starred_actors]--> Butterfly Kiss --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie tank girl
Start Entity:     Tank Girl
Gold Answer:      [['Kelly Candaele', 'William Wesley', 'Kim Wilson', 'William Gibson', 'Babaloo Mandel', 'Lowell Ganz']]
Predicted Ans:    Babaloo Mandel
Predicted Path:   Tank Girl --[starred_actors]--> Lori Petty --[(INV) starred_actors]--> A League of Their Own --[written_by]--> Babaloo Mandel
Path (Raw):       Tank Girl --[starred_actors]--> Lori Petty --[(INV) starred_actors]--> A League of Their Own --[written_by]--> Babaloo Mandel
Neg LogProb(↓):   0.530306
Path Entropy(↓):  1.293224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the tender trap
Start Entity:     The Tender Trap
Gold Answer:      [['Max Shulman', 'Robert Paul Smith']]
Predicted Ans:    Max Shulman
Predicted Path:   The Tender Trap --[written_by]--> Max Shulman --[(INV) written_by]--> The Tender Trap --[written_by]--> Max Shulman
Path (Raw):       The Tender Trap --[written_by]--> Max Shulman --[(INV) written_by]--> The Tender Trap --[written_by]--> Max Shulman
Neg LogProb(↓):   0.312667
Path Entropy(↓):  0.960361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in vice
Start Entity:     Vice
Gold Answer:      [['Michael Madsen']]
Predicted Ans:    Bruce Willis
Predicted Path:   Vice --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Sixth Sense --[starred_actors]--> Bruce Willis
Path (Raw):       Vice --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Sixth Sense --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.500292
Path Entropy(↓):  1.057952
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by mary mcguckian were in which genres
Start Entity:     Mary McGuckian
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mary McGuckian --[(INV) directed_by]--> The Bridge of San Luis Rey --[has_genre]--> Drama
Path (Raw):       Mary McGuckian --[No Operation]--> Mary McGuckian --[(INV) directed_by]--> The Bridge of San Luis Rey --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film the princess diaries
Start Entity:     The Princess Diaries
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Princess Diaries --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Princess Diaries --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.492403
Path Entropy(↓):  4.488528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the green pastures
Start Entity:     The Green Pastures
Gold Answer:      [['1960', '1939']]
Predicted Ans:    1960
Predicted Path:   The Green Pastures --[starred_actors]--> Rex Ingram --[(INV) starred_actors]--> The Adventures of Huckleberry Finn --[release_year]--> 1960
Path (Raw):       The Green Pastures --[starred_actors]--> Rex Ingram --[(INV) starred_actors]--> The Adventures of Huckleberry Finn --[release_year]--> 1960
Neg LogProb(↓):   0.303591
Path Entropy(↓):  0.776543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of lumumba
Start Entity:     Lumumba
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lumumba --[directed_by]--> Raoul Peck --[(INV) directed_by]--> Sometimes in April --[has_genre]--> Drama
Path (Raw):       Lumumba --[directed_by]--> Raoul Peck --[(INV) directed_by]--> Sometimes in April --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by alfonso arau
Start Entity:     Alfonso Arau
Gold Answer:      [['Mark Miller', 'Piero Tellini', 'Harvey Weitzman', 'Vittorio de Benedetti', 'Cesare Zavattini', 'Robert Mark Kamen']]
Predicted Ans:    Robert Mark Kamen
Predicted Path:   Alfonso Arau --[(INV) directed_by]--> A Walk in the Clouds --[written_by]--> Robert Mark Kamen
Path (Raw):       Alfonso Arau --[No Operation]--> Alfonso Arau --[(INV) directed_by]--> A Walk in the Clouds --[written_by]--> Robert Mark Kamen
Neg LogProb(↓):   0.531100
Path Entropy(↓):  0.957789
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in game of death
Start Entity:     Game of Death
Gold Answer:      [['1992', '1993', '2006', '2007', '1998', '2010', '2004', '1973', '1994', '1995', '1971', '2001', '1990', '1996', '2002', '1981', '2012', '2013', '2000', '1997', '2005', '1991']]
Predicted Ans:    1990
Predicted Path:   Game of Death --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Mo' Better Blues --[release_year]--> 1990
Path (Raw):       Game of Death --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Mo' Better Blues --[release_year]--> 1990
Neg LogProb(↓):   1.166693
Path Entropy(↓):  1.919891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of piolo pascual starred movies
Start Entity:     Piolo Pascual
Gold Answer:      [['Erik Matti']]
Predicted Ans:    Erik Matti
Predicted Path:   Piolo Pascual --[(INV) starred_actors]--> On the Job --[written_by]--> Erik Matti
Path (Raw):       Piolo Pascual --[No Operation]--> Piolo Pascual --[(INV) starred_actors]--> On the Job --[written_by]--> Erik Matti
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie rembrandt's j'accuse
Start Entity:     Rembrandt's J'Accuse
Gold Answer:      [['Peter Greenaway']]
Predicted Ans:    Peter Greenaway
Predicted Path:   Rembrandt's J'Accuse --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book --[written_by]--> Peter Greenaway
Path (Raw):       Rembrandt's J'Accuse --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book --[written_by]--> Peter Greenaway
Neg LogProb(↓):   0.107464
Path Entropy(↓):  0.406160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by richard ayoade
Start Entity:     Richard Ayoade
Gold Answer:      [['Evan Goldberg', 'Seth Rogen', 'Jared Stern', 'Anthony Stacchi', 'Alan Snow']]
Predicted Ans:    Michael Brandt
Predicted Path:   Richard Ayoade --[(INV) written_by]--> The Double --[written_by]--> Michael Brandt
Path (Raw):       Richard Ayoade --[No Operation]--> Richard Ayoade --[(INV) written_by]--> The Double --[written_by]--> Michael Brandt
Neg LogProb(↓):   0.490193
Path Entropy(↓):  1.103245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of the battle of shaker heights
Start Entity:     The Battle of Shaker Heights
Gold Answer:      [['Crank', 'The Single Moms Club', 'Just Friends', 'Life in Flight', 'The Butterfly Effect', 'Idle Hands', 'Columbus Circle', '12 Dates of Christmas', 'Bad Country', 'Dead Awake']]
Predicted Ans:    Idle Hands
Predicted Path:   The Battle of Shaker Heights --[starred_actors]--> Elden Henson --[(INV) starred_actors]--> Idle Hands
Path (Raw):       The Battle of Shaker Heights --[No Operation]--> The Battle of Shaker Heights --[starred_actors]--> Elden Henson --[(INV) starred_actors]--> Idle Hands
Neg LogProb(↓):   0.387566
Path Entropy(↓):  1.126186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is get carter
Start Entity:     Get Carter
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Get Carter --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Get Carter --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   2.195466
Path Entropy(↓):  4.060474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with vera zorina
Start Entity:     Vera Zorina
Gold Answer:      [['Peter Lorre', 'Erich von Stroheim', 'Richard Greene']]
Predicted Ans:    Peter Lorre
Predicted Path:   Vera Zorina --[(INV) starred_actors]--> I Was an Adventuress --[starred_actors]--> Peter Lorre
Path (Raw):       Vera Zorina --[No Operation]--> Vera Zorina --[(INV) starred_actors]--> I Was an Adventuress --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.012564
Path Entropy(↓):  0.075714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the king is alive were released in which years
Start Entity:     The King Is Alive
Gold Answer:      [['2008', '2014', '2002']]
Predicted Ans:    2014
Predicted Path:   The King Is Alive --[written_by]--> Kristian Levring --[(INV) written_by]--> The Salvation --[release_year]--> 2014
Path (Raw):       The King Is Alive --[written_by]--> Kristian Levring --[(INV) written_by]--> The Salvation --[release_year]--> 2014
Neg LogProb(↓):   0.002454
Path Entropy(↓):  0.017295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie slam dance
Start Entity:     Slam Dance
Gold Answer:      [['2008', '1992', '1985', '1984', '1939', '2004', '1932', '1956', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '1978', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2001
Predicted Path:   Slam Dance --[starred_actors]--> Virginia Madsen --[(INV) starred_actors]--> Crossfire Trail --[release_year]--> 2001
Path (Raw):       Slam Dance --[starred_actors]--> Virginia Madsen --[(INV) starred_actors]--> Crossfire Trail --[release_year]--> 2001
Neg LogProb(↓):   0.498778
Path Entropy(↓):  1.340256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the next best thing
Start Entity:     The Next Best Thing
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   The Next Best Thing --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Path (Raw):       The Next Best Thing --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Neg LogProb(↓):   0.149450
Path Entropy(↓):  0.406356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with europa europa fall under
Start Entity:     Europa Europa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Europa Europa --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Olivier, Olivier --[has_genre]--> Drama
Path (Raw):       Europa Europa --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Olivier, Olivier --[has_genre]--> Drama
Neg LogProb(↓):   0.295531
Path Entropy(↓):  0.785469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film cimarron starred which actors
Start Entity:     Cimarron
Gold Answer:      [['Estelle Taylor', 'Irene Dunne', 'Richard Dix']]
Predicted Ans:    Maria Schell
Predicted Path:   Cimarron --[starred_actors]--> Maria Schell --[(INV) starred_actors]--> Gervaise --[starred_actors]--> Maria Schell
Path (Raw):       Cimarron --[starred_actors]--> Maria Schell --[(INV) starred_actors]--> Gervaise --[starred_actors]--> Maria Schell
Neg LogProb(↓):   0.008897
Path Entropy(↓):  0.058671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was james brolin an actor in
Start Entity:     James Brolin
Gold Answer:      [['The Car', 'High Risk', 'The Master of Disguise', 'Love, Wedding, Marriage', 'The Expert', 'Skyjacked', 'Capricorn One', 'Westworld']]
Predicted Ans:    Heaven's Gate
Predicted Path:   James Brolin --[(INV) starred_actors]--> Capricorn One --[starred_actors]--> Sam Waterston --[(INV) starred_actors]--> Heaven's Gate
Path (Raw):       James Brolin --[(INV) starred_actors]--> Capricorn One --[starred_actors]--> Sam Waterston --[(INV) starred_actors]--> Heaven's Gate
Neg LogProb(↓):   1.411534
Path Entropy(↓):  2.896636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of sparrow is also the director of which movies
Start Entity:     Sparrow
Gold Answer:      [['My Left Eye Sees Ghosts', 'PTU', 'Exiled', "Don't Go Breaking My Heart", 'Election', 'Triangle', 'Running on Karma', 'Running Out of Time', 'Fulltime Killer', 'Mad Detective', 'Throw Down', 'Vengeance', 'Breaking News', 'Drug War', 'Needing You...', 'The Mission']]
Predicted Ans:    Election
Predicted Path:   Sparrow --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election
Path (Raw):       Sparrow --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[No Operation]--> Election
Neg LogProb(↓):   0.376625
Path Entropy(↓):  0.900957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by the arrangement actors
Start Entity:     The Arrangement
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Arrangement --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> The Gypsy Moths --[has_genre]--> Drama
Path (Raw):       The Arrangement --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> The Gypsy Moths --[has_genre]--> Drama
Neg LogProb(↓):   0.949793
Path Entropy(↓):  1.972187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie this filthy world starred who
Start Entity:     This Filthy World
Gold Answer:      [['John Waters']]
Predicted Ans:    John Waters
Predicted Path:   This Filthy World --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[starred_actors]--> John Waters
Path (Raw):       This Filthy World --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[starred_actors]--> John Waters
Neg LogProb(↓):   0.010548
Path Entropy(↓):  0.079183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the girl from monday in
Start Entity:     The Girl from Monday
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   The Girl from Monday --[written_by]--> Hal Hartley --[(INV) written_by]--> No Such Thing --[in_language]--> Icelandic
Path (Raw):       The Girl from Monday --[written_by]--> Hal Hartley --[(INV) written_by]--> No Such Thing --[in_language]--> Icelandic
Neg LogProb(↓):   0.014691
Path Entropy(↓):  0.088232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by breck eisner were in which languages
Start Entity:     Breck Eisner
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Breck Eisner --[(INV) directed_by]--> Sahara --[in_language]--> Italian
Path (Raw):       Breck Eisner --[No Operation]--> Breck Eisner --[(INV) directed_by]--> Sahara --[in_language]--> Italian
Neg LogProb(↓):   0.000090
Path Entropy(↓):  0.000928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed high heels and low lifes
Start Entity:     High Heels and Low Lifes
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   High Heels and Low Lifes --[directed_by]--> Mel Smith --[(INV) directed_by]--> Radioland Murders --[has_genre]--> Comedy
Path (Raw):       High Heels and Low Lifes --[directed_by]--> Mel Smith --[(INV) directed_by]--> Radioland Murders --[has_genre]--> Comedy
Neg LogProb(↓):   0.437930
Path Entropy(↓):  0.726233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the barretts of wimpole street
Start Entity:     The Barretts of Wimpole Street
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   The Barretts of Wimpole Street --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       The Barretts of Wimpole Street --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.311998
Path Entropy(↓):  0.790165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by unforgettable actors
Start Entity:     Unforgettable
Gold Answer:      [['Tim Allen', 'Ariel Vromen', 'James Mangold', 'Martin Scorsese', 'Simon Wincer', "Thaddeus O'Sullivan", 'Jeff Kanew', 'Guy Ritchie', 'William Friedkin', 'Phil Alden Robinson', 'Martin Campbell', 'Alan Rudolph', 'Waymon Boone', 'Joe Carnahan', 'Steve Rash', 'Jody Hill', "Peter O'Fallon", 'John Dahl', 'Marek Kanievska', 'Rich Cowan', 'David Mirkin', 'Howard Deutch', 'Paul Schrader', 'Danny Cannon', 'Robert M. Young', 'Jonathan Kaplan', 'Robert Butler', 'Brian Smrz']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Unforgettable --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Unforgettable --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.101613
Path Entropy(↓):  0.426028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with marnie fall under
Start Entity:     Marnie
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Marnie --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[has_genre]--> Adventure
Path (Raw):       Marnie --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[has_genre]--> Adventure
Neg LogProb(↓):   1.017542
Path Entropy(↓):  1.898529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with half moon street fall under
Start Entity:     Half Moon Street
Gold Answer:      [['Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Half Moon Street --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[has_genre]--> Thriller
Path (Raw):       Half Moon Street --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[has_genre]--> Thriller
Neg LogProb(↓):   0.300989
Path Entropy(↓):  0.910166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the major and the minor released
Start Entity:     The Major and the Minor
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   The Major and the Minor --[release_year]--> 1942 --[(INV) release_year]--> Reunion in France --[release_year]--> 1942
Path (Raw):       The Major and the Minor --[release_year]--> 1942 --[(INV) release_year]--> Reunion in France --[release_year]--> 1942
Neg LogProb(↓):   2.797977
Path Entropy(↓):  3.967466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of downloaded
Start Entity:     Downloaded
Gold Answer:      [['Freaked', 'Fever']]
Predicted Ans:    Fever
Predicted Path:   Downloaded --[directed_by]--> Alex Winter --[(INV) directed_by]--> Fever
Path (Raw):       Downloaded --[directed_by]--> Alex Winter --[(INV) directed_by]--> Fever --[No Operation]--> Fever
Neg LogProb(↓):   0.022337
Path Entropy(↓):  0.123799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by mark protosevich
Start Entity:     Mark Protosevich
Gold Answer:      [['Spike Lee', 'Kenneth Branagh']]
Predicted Ans:    Spike Lee
Predicted Path:   Mark Protosevich --[(INV) written_by]--> Oldboy --[directed_by]--> Spike Lee
Path (Raw):       Mark Protosevich --[No Operation]--> Mark Protosevich --[(INV) written_by]--> Oldboy --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.000123
Path Entropy(↓):  0.001379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the cookout
Start Entity:     The Cookout
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Cookout --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Cookout --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.206370
Path Entropy(↓):  4.428065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in kresten vestbjerg andersen directed movies
Start Entity:     Kresten Vestbjerg Andersen
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian --[in_language]--> Danish
Path (Raw):       Kresten Vestbjerg Andersen --[No Operation]--> Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian --[in_language]--> Danish
Neg LogProb(↓):   0.001694
Path Entropy(↓):  0.012495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did michael schroeder direct
Start Entity:     Michael Schroeder
Gold Answer:      [['Man in the Chair']]
Predicted Ans:    Man in the Chair
Predicted Path:   Michael Schroeder --[(INV) directed_by]--> Man in the Chair --[directed_by]--> Michael Schroeder --[(INV) directed_by]--> Man in the Chair
Path (Raw):       Michael Schroeder --[(INV) directed_by]--> Man in the Chair --[directed_by]--> Michael Schroeder --[(INV) directed_by]--> Man in the Chair
Neg LogProb(↓):   0.001328
Path Entropy(↓):  0.010178
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the girl of your dreams
Start Entity:     The Girl of Your Dreams
Gold Answer:      [['2012', '1995', '2000']]
Predicted Ans:    1995
Predicted Path:   The Girl of Your Dreams --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> Two Much --[release_year]--> 1995
Path (Raw):       The Girl of Your Dreams --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> Two Much --[release_year]--> 1995
Neg LogProb(↓):   0.579139
Path Entropy(↓):  0.900145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jody lawrance
Start Entity:     Jody Lawrance
Gold Answer:      [['Willis Goldbeck']]
Predicted Ans:    Willis Goldbeck
Predicted Path:   Jody Lawrance --[(INV) starred_actors]--> Ten Tall Men --[directed_by]--> Willis Goldbeck
Path (Raw):       Jody Lawrance --[No Operation]--> Jody Lawrance --[(INV) starred_actors]--> Ten Tall Men --[directed_by]--> Willis Goldbeck
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with patterns in
Start Entity:     Patterns
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Patterns --[starred_actors]--> Van Heflin --[(INV) starred_actors]--> Madame Bovary --[in_language]--> French
Path (Raw):       Patterns --[starred_actors]--> Van Heflin --[(INV) starred_actors]--> Madame Bovary --[in_language]--> French
Neg LogProb(↓):   0.188475
Path Entropy(↓):  0.470547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of marie dressler starred movies
Start Entity:     Marie Dressler
Gold Answer:      [['Diarmuid Lawrence', 'George Cukor', 'King Vidor', 'Jerry Lewis', 'George W. Hill', 'Clarence Brown', 'Douglas McGrath']]
Predicted Ans:    George W. Hill
Predicted Path:   Marie Dressler --[(INV) starred_actors]--> Min and Bill --[directed_by]--> George W. Hill
Path (Raw):       Marie Dressler --[No Operation]--> Marie Dressler --[(INV) starred_actors]--> Min and Bill --[directed_by]--> George W. Hill
Neg LogProb(↓):   1.020624
Path Entropy(↓):  1.301374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of daniel c. striepeke written films
Start Entity:     Daniel C. Striepeke
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Daniel C. Striepeke --[(INV) written_by]--> Sssssss --[release_year]--> 1973
Path (Raw):       Daniel C. Striepeke --[No Operation]--> Daniel C. Striepeke --[(INV) written_by]--> Sssssss --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the giant of marathon
Start Entity:     The Giant of Marathon
Gold Answer:      [['Bruce Dern', 'Telly Savalas', 'Aldo Ray', 'Robert Mitchum', 'Virginia Mayo', 'Jane Randolph', 'Michèle Mercier', 'Robert Shaw', 'Elke Sommer', 'Hedy Lamarr', 'Robert Stack', 'Norma Bengell', 'Anne Bancroft', 'Robert Ryan', 'Barbara Steele', 'Ciccio Ingrassia', 'Fabian', 'Franco Franchi', 'Cameron Mitchell', 'Tom Conway', 'Burt Lancaster', 'Paul Lukas', 'Kirk Douglas', 'Boris Karloff', 'Eva Bartok', 'Nastassja Kinski', 'Jane Greer', 'Barry Sullivan', 'Ivo Garrani', 'John Richardson', 'Merle Oberon', 'Brian Keith', 'Marthe Keller', 'Kent Smith', 'Simone Simon', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Boris Karloff
Predicted Path:   The Giant of Marathon --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[starred_actors]--> Boris Karloff
Path (Raw):       The Giant of Marathon --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   0.040124
Path Entropy(↓):  0.218709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film like father like son
Start Entity:     Like Father Like Son
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Like Father Like Son --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Like Father Like Son --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   3.316174
Path Entropy(↓):  4.827422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of toto the hero
Start Entity:     Toto the Hero
Gold Answer:      [['Sarah Polley', 'Jared Leto', 'Pascal Duquenne', 'Daniel Auteuil', 'Diane Kruger', 'Linh Dan Pham']]
Predicted Ans:    Daniel Auteuil
Predicted Path:   Toto the Hero --[written_by]--> Jaco Van Dormael --[(INV) written_by]--> The Eighth Day --[starred_actors]--> Daniel Auteuil
Path (Raw):       Toto the Hero --[written_by]--> Jaco Van Dormael --[(INV) written_by]--> The Eighth Day --[starred_actors]--> Daniel Auteuil
Neg LogProb(↓):   0.092064
Path Entropy(↓):  0.325679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in mutant chronicles
Start Entity:     Mutant Chronicles
Gold Answer:      [['Guy Moshe', 'Stephen Hopkins', 'John Madden', 'Michael Cohn', 'Glenn McQuaid', 'Guillermo del Toro', 'Frank Darabont', 'Brian A Miller', 'Renny Harlin', 'Marcus Nispel', 'Dominic Sena', 'John Milius', 'Marc Caro', 'Lawrence Kasdan', 'Billy Crystal', 'Simon Moore']]
Predicted Ans:    Guillermo del Toro
Predicted Path:   Mutant Chronicles --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> Cronos --[directed_by]--> Guillermo del Toro
Path (Raw):       Mutant Chronicles --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> Cronos --[directed_by]--> Guillermo del Toro
Neg LogProb(↓):   0.016977
Path Entropy(↓):  0.099501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was daisy betts an actor in
Start Entity:     Daisy Betts
Gold Answer:      [['Caught Inside']]
Predicted Ans:    Caught Inside
Predicted Path:   Daisy Betts --[(INV) starred_actors]--> Caught Inside --[starred_actors]--> Daisy Betts --[(INV) starred_actors]--> Caught Inside
Path (Raw):       Daisy Betts --[(INV) starred_actors]--> Caught Inside --[starred_actors]--> Daisy Betts --[(INV) starred_actors]--> Caught Inside
Neg LogProb(↓):   0.007458
Path Entropy(↓):  0.047141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the sapphires fall under
Start Entity:     The Sapphires
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Sapphires --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Sapphires --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.636690
Path Entropy(↓):  5.131461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in blossoms in the dust
Start Entity:     Blossoms in the Dust
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Blossoms in the Dust --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Path (Raw):       Blossoms in the Dust --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.479356
Path Entropy(↓):  1.116505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dear god were in which languages
Start Entity:     Dear God
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Dear God --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[in_language]--> French
Path (Raw):       Dear God --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[in_language]--> French
Neg LogProb(↓):   1.292755
Path Entropy(↓):  1.870384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the human race were directed by who
Start Entity:     The Human Race
Gold Answer:      [['Paul Hough']]
Predicted Ans:    Paul Hough
Predicted Path:   The Human Race --[written_by]--> Paul Hough --[(INV) written_by]--> The Human Race --[directed_by]--> Paul Hough
Path (Raw):       The Human Race --[written_by]--> Paul Hough --[(INV) written_by]--> The Human Race --[directed_by]--> Paul Hough
Neg LogProb(↓):   0.050961
Path Entropy(↓):  0.197604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the nanny diaries
Start Entity:     The Nanny Diaries
Gold Answer:      [['Jonathan Glazer', 'Walter Campbell', 'Sofia Coppola', 'Michel Faber', 'Éva Gárdos', 'Carine Adler', 'Tracy Chevalier', 'Olivia Hetreed', 'Luc Besson', 'James Ellroy', 'Paul Weitz', 'Peter Benchley', 'Justin Theroux', 'Woody Allen']]
Predicted Ans:    Peter Benchley
Predicted Path:   The Nanny Diaries --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[written_by]--> Peter Benchley
Path (Raw):       The Nanny Diaries --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[written_by]--> Peter Benchley
Neg LogProb(↓):   0.123855
Path Entropy(↓):  0.373193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by richard o'brien
Start Entity:     Richard O'Brien
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Richard O'Brien --[(INV) written_by]--> The Rocky Horror Picture Show --[release_year]--> 1975
Path (Raw):       Richard O'Brien --[No Operation]--> Richard O'Brien --[(INV) written_by]--> The Rocky Horror Picture Show --[release_year]--> 1975
Neg LogProb(↓):   0.003226
Path Entropy(↓):  0.021698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of my forbidden past
Start Entity:     My Forbidden Past
Gold Answer:      [['David Tomlinson', 'Tommy Kirk', 'Julie Andrews', 'Glynis Johns', 'Fred MacMurray', 'Jane Russell', 'Angela Lansbury', 'Vera Miles', 'Susan Hayward', 'Nancy Olson', 'John Gavin', 'Deborah Kerr', 'Paul Robeson', 'Anna Lee', 'Mia Wasikowska', 'Alison Doody', 'Fess Parker', 'Jeff York', 'Joseph Cotten', 'Herbert Lom', 'Karen Dotrice', 'Matthew Garber', 'Tim Conway', 'Roland Young', 'Laraine Day', 'Victor Mature', 'Dorothy McGuire', 'Stewart Granger', 'Peter Ustinov', 'Suzanne Pleshette', 'Cedric Hardwicke', 'Richard Carlson', 'Alida Valli', 'Susannah York', 'John Agar', 'Janet Munro', 'Albert Sharpe', "Jimmy O'Dea", 'Robert Ryan', 'Walter Brennan', 'Sharon Stone', 'Sean Connery', 'George C. Scott', 'Joan Fontaine', 'Richard Chamberlain', 'Maurice Chevalier', 'Charles Boyer', 'Orson Welles', 'Margaret Sullavan', 'Keenan Wynn', 'Dick Van Dyke', 'Patrick Swayze', 'Dean Jones', 'Hayley Mills']]
Predicted Ans:    Sharon Stone
Predicted Path:   My Forbidden Past --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Path (Raw):       My Forbidden Past --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.605114
Path Entropy(↓):  1.488785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in gentlemen broncos
Start Entity:     Gentlemen Broncos
Gold Answer:      [['Drama', 'Family', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Gentlemen Broncos --[starred_actors]--> Michael Angarano --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Path (Raw):       Gentlemen Broncos --[starred_actors]--> Michael Angarano --[(INV) starred_actors]--> The English Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film lost angels
Start Entity:     Lost Angels
Gold Answer:      [['Michael Weller']]
Predicted Ans:    Michael Weller
Predicted Path:   Lost Angels --[written_by]--> Michael Weller --[(INV) written_by]--> Lost Angels --[written_by]--> Michael Weller
Path (Raw):       Lost Angels --[written_by]--> Michael Weller --[(INV) written_by]--> Lost Angels --[written_by]--> Michael Weller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did abe polsky write the story for
Start Entity:     Abe Polsky
Gold Answer:      [['The Baby']]
Predicted Ans:    The Baby
Predicted Path:   Abe Polsky --[(INV) written_by]--> The Baby --[written_by]--> Abe Polsky --[(INV) written_by]--> The Baby
Path (Raw):       Abe Polsky --[(INV) written_by]--> The Baby --[written_by]--> Abe Polsky --[(INV) written_by]--> The Baby
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by lincoln kirstein
Start Entity:     Lincoln Kirstein
Gold Answer:      [['Morgan Freeman', 'Cary Elwes', 'Matthew Broderick', 'Denzel Washington']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Lincoln Kirstein --[(INV) written_by]--> Glory --[starred_actors]--> Morgan Freeman
Path (Raw):       Lincoln Kirstein --[No Operation]--> Lincoln Kirstein --[(INV) written_by]--> Glory --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.035196
Path Entropy(↓):  0.158766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of in country
Start Entity:     In Country
Gold Answer:      [['Sidney Lumet', 'Elliot Silverstein', 'Arne Glimcher', 'Stuart Rosenberg']]
Predicted Ans:    Norman Jewison
Predicted Path:   In Country --[written_by]--> Cynthia Cidre --[(INV) written_by]--> In Country --[directed_by]--> Norman Jewison
Path (Raw):       In Country --[written_by]--> Cynthia Cidre --[(INV) written_by]--> In Country --[directed_by]--> Norman Jewison
Neg LogProb(↓):   0.068102
Path Entropy(↓):  0.288462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by the director of the tale of despereaux starred who
Start Entity:     The Tale of Despereaux
Gold Answer:      [['Ian McKellen', 'Kate Winslet', 'Jean Reno', 'Hugh Jackman']]
Predicted Ans:    Hugh Jackman
Predicted Path:   The Tale of Despereaux --[directed_by]--> Sam Fell --[(INV) directed_by]--> Flushed Away --[starred_actors]--> Hugh Jackman
Path (Raw):       The Tale of Despereaux --[directed_by]--> Sam Fell --[(INV) directed_by]--> Flushed Away --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.595416
Path Entropy(↓):  1.391587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of the woman in the window
Start Entity:     The Woman in the Window
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Woman in the Window --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       The Woman in the Window --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with jan terlouw
Start Entity:     Jan Terlouw
Gold Answer:      [['Mieke de Jong', 'Martin Koolhoven', 'Paul Jan Nelissen']]
Predicted Ans:    Jan Terlouw
Predicted Path:   Jan Terlouw --[(INV) written_by]--> Winter in Wartime --[written_by]--> Jan Terlouw
Path (Raw):       Jan Terlouw --[No Operation]--> Jan Terlouw --[(INV) written_by]--> Winter in Wartime --[written_by]--> Jan Terlouw
Neg LogProb(↓):   0.096294
Path Entropy(↓):  0.381675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote a song is born
Start Entity:     A Song Is Born
Gold Answer:      [['1970', '1954', '1944', '1959', '1941', '1974', '1998', '1963', '1939', '1957', '1951', '1953', '1931', '1943', '1995', '1948', '1972', '1942', '1940', '1996', '1981', '1961', '1955', '1964', '1966', '1960', '1945']]
Predicted Ans:    1948
Predicted Path:   A Song Is Born --[written_by]--> Billy Wilder --[(INV) written_by]--> A Foreign Affair --[release_year]--> 1948
Path (Raw):       A Song Is Born --[written_by]--> Billy Wilder --[(INV) written_by]--> A Foreign Affair --[release_year]--> 1948
Neg LogProb(↓):   1.289745
Path Entropy(↓):  2.742777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by ol parker were released in which years
Start Entity:     Ol Parker
Gold Answer:      [['2012', '2015']]
Predicted Ans:    2015
Predicted Path:   Ol Parker --[(INV) written_by]--> The Second Best Exotic Marigold Hotel --[release_year]--> 2015
Path (Raw):       Ol Parker --[No Operation]--> Ol Parker --[(INV) written_by]--> The Second Best Exotic Marigold Hotel --[release_year]--> 2015
Neg LogProb(↓):   0.018116
Path Entropy(↓):  0.090827
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of duets
Start Entity:     Duets
Gold Answer:      [['John Byrum']]
Predicted Ans:    John Byrum
Predicted Path:   Duets --[written_by]--> John Byrum --[(INV) written_by]--> Sphinx --[written_by]--> John Byrum
Path (Raw):       Duets --[written_by]--> John Byrum --[(INV) written_by]--> Sphinx --[written_by]--> John Byrum
Neg LogProb(↓):   0.006278
Path Entropy(↓):  0.043388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by norman z. mcleod
Start Entity:     Norman Z. McLeod
Gold Answer:      [['Jackie Cooper', 'Robert Coogan', 'Jackie Searl', 'Mitzi Green']]
Predicted Ans:    Jackie Cooper
Predicted Path:   Norman Z. McLeod --[(INV) written_by]--> Skippy --[starred_actors]--> Jackie Cooper
Path (Raw):       Norman Z. McLeod --[No Operation]--> Norman Z. McLeod --[(INV) written_by]--> Skippy --[starred_actors]--> Jackie Cooper
Neg LogProb(↓):   0.009540
Path Entropy(↓):  0.066927
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is los angeles plays itself about
Start Entity:     Los Angeles Plays Itself
Gold Answer:      [['los angeles']]
Predicted Ans:    los angeles
Predicted Path:   Los Angeles Plays Itself --[written_by]--> Thom Andersen --[(INV) written_by]--> Los Angeles Plays Itself --[has_tags]--> los angeles
Path (Raw):       Los Angeles Plays Itself --[written_by]--> Thom Andersen --[(INV) written_by]--> Los Angeles Plays Itself --[has_tags]--> los angeles
Neg LogProb(↓):   0.002041
Path Entropy(↓):  0.014747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film loser
Start Entity:     Loser
Gold Answer:      [['Michael Ian Black', 'Rob Hedden', 'Stuart Gordon', 'John Griesemer', 'Jeff Lowell', 'Elizabeth Wurtzel', 'John Carlen', 'Woody Allen', 'Adam Herz']]
Predicted Ans:    John Carlen
Predicted Path:   Loser --[starred_actors]--> Mena Suvari --[(INV) starred_actors]--> Sonny --[written_by]--> John Carlen
Path (Raw):       Loser --[starred_actors]--> Mena Suvari --[(INV) starred_actors]--> Sonny --[written_by]--> John Carlen
Neg LogProb(↓):   0.638581
Path Entropy(↓):  0.863330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of jamie bradshaw
Start Entity:     Jamie Bradshaw
Gold Answer:      [['Aleksandr Dulerayn']]
Predicted Ans:    Jamie Bradshaw
Predicted Path:   Jamie Bradshaw --[(INV) directed_by]--> Branded --[directed_by]--> Jamie Bradshaw
Path (Raw):       Jamie Bradshaw --[No Operation]--> Jamie Bradshaw --[(INV) directed_by]--> Branded --[directed_by]--> Jamie Bradshaw
Neg LogProb(↓):   0.008939
Path Entropy(↓):  0.051053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe zero effect
Start Entity:     Zero Effect
Gold Answer:      [['ben stiller', 'bill pullman', 'portland', 'jake kasdan', 'private detective']]
Predicted Ans:    portland
Predicted Path:   Zero Effect --[has_tags]--> portland --[(INV) has_tags]--> Zero Effect --[has_tags]--> portland
Path (Raw):       Zero Effect --[has_tags]--> portland --[(INV) has_tags]--> Zero Effect --[has_tags]--> portland
Neg LogProb(↓):   0.100008
Path Entropy(↓):  0.451310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie bartok the magnificent
Start Entity:     Bartok the Magnificent
Gold Answer:      [['Kelsey Grammer', 'Hank Azaria']]
Predicted Ans:    Kelsey Grammer
Predicted Path:   Bartok the Magnificent --[starred_actors]--> Kelsey Grammer --[(INV) starred_actors]--> Bartok the Magnificent --[starred_actors]--> Kelsey Grammer
Path (Raw):       Bartok the Magnificent --[starred_actors]--> Kelsey Grammer --[(INV) starred_actors]--> Bartok the Magnificent --[starred_actors]--> Kelsey Grammer
Neg LogProb(↓):   0.244498
Path Entropy(↓):  0.870893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the pledge is also the director of which movies
Start Entity:     The Pledge
Gold Answer:      [['The Crossing Guard', 'Into the Wild', 'The Indian Runner']]
Predicted Ans:    The Indian Runner
Predicted Path:   The Pledge --[directed_by]--> Sean Penn --[(INV) directed_by]--> The Indian Runner
Path (Raw):       The Pledge --[directed_by]--> Sean Penn --[(INV) directed_by]--> The Indian Runner --[No Operation]--> The Indian Runner
Neg LogProb(↓):   0.033073
Path Entropy(↓):  0.163695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by adam moreno were released in which years
Start Entity:     Adam Moreno
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Adam Moreno --[(INV) written_by]--> State Property 2 --[release_year]--> 2005
Path (Raw):       Adam Moreno --[No Operation]--> Adam Moreno --[(INV) written_by]--> State Property 2 --[release_year]--> 2005
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in watching the detectives
Start Entity:     Watching the Detectives
Gold Answer:      [['French', 'English', 'Irish']]
Predicted Ans:    French
Predicted Path:   Watching the Detectives --[starred_actors]--> Cillian Murphy --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Path (Raw):       Watching the Detectives --[starred_actors]--> Cillian Murphy --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Neg LogProb(↓):   0.355284
Path Entropy(↓):  0.610106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of aidan devine
Start Entity:     Aidan Devine
Gold Answer:      [['Sara Botsford', 'Kevin Conway', 'Dan Aykroyd', 'Ron White']]
Predicted Ans:    Kevin Conway
Predicted Path:   Aidan Devine --[(INV) starred_actors]--> Net Worth --[starred_actors]--> Kevin Conway
Path (Raw):       Aidan Devine --[No Operation]--> Aidan Devine --[(INV) starred_actors]--> Net Worth --[starred_actors]--> Kevin Conway
Neg LogProb(↓):   0.000422
Path Entropy(↓):  0.003991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by clayne crawford
Start Entity:     Clayne Crawford
Gold Answer:      [['Barry Battles', 'Nick Tomnay']]
Predicted Ans:    Nick Tomnay
Predicted Path:   Clayne Crawford --[(INV) starred_actors]--> The Perfect Host --[directed_by]--> Nick Tomnay
Path (Raw):       Clayne Crawford --[No Operation]--> Clayne Crawford --[(INV) starred_actors]--> The Perfect Host --[directed_by]--> Nick Tomnay
Neg LogProb(↓):   0.006624
Path Entropy(↓):  0.039725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of falling down also starred in which movies
Start Entity:     Falling Down
Gold Answer:      [['It Runs in the Family', 'Deep Impact', 'Stalin', 'Shining Through', 'Joe Kidd', 'Romancing the Stone', 'The Judge', 'The Great Santini', 'The Paper', 'The Game', 'Running', 'Countdown', "Jayne Mansfield's Car", 'Network', 'Four Christmases', 'Solitary Man', 'The Natural', 'Colors', 'The Killer Elite', 'Seven Days in Utopia', 'A Civil Action', 'A Shot at Glory', 'The Sentinel', 'Days of Thunder', 'The Outfit', 'The War of the Roses', 'A Family Thing', 'Apocalypse Now', 'Open Range', 'The In-Laws', 'The Rain People', 'A Night in Old Mexico', 'The Eagle Has Landed', "One Night at McCool's", 'Wonder Boys', 'Last Vegas', 'Disclosure', 'Rambling Rose', "Don't Say a Word", 'A Perfect Murder', 'Fatal Attraction', 'Napoleon and Samantha', 'Assassination Tango', 'THX 1138', 'King of California', 'Phenomenon', 'The China Syndrome', 'Get Low', 'The American President', 'Tender Mercies', 'The Scarlet Letter', 'The Star Chamber', 'Breakout', 'The Ghost and the Darkness', 'Trumbo', 'Something to Talk About', 'Beyond a Reasonable Doubt', 'Ghosts of Girlfriends Past', 'The Man Who Captured Eichmann', 'Wrestling Ernest Hemingway', 'The Seven-Per-Cent Solution', 'The Great Northfield Minnesota Raid', 'Lawman', 'The Jewel of the Nile', 'Black Rain', 'Basic Instinct', 'Coma', 'And So It Goes', 'True Confessions', 'Secondhand Lions']]
Predicted Ans:    Beyond a Reasonable Doubt
Predicted Path:   Falling Down --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Path (Raw):       Falling Down --[starred_actors]--> Michael Douglas --[No Operation]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt
Neg LogProb(↓):   0.824838
Path Entropy(↓):  2.012455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film aamir are directed by who
Start Entity:     Aamir
Gold Answer:      [['Aditya Datt']]
Predicted Ans:    Aditya Datt
Predicted Path:   Aamir --[starred_actors]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21 --[directed_by]--> Aditya Datt
Path (Raw):       Aamir --[starred_actors]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21 --[directed_by]--> Aditya Datt
Neg LogProb(↓):   0.005537
Path Entropy(↓):  0.034290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film against all flags
Start Entity:     Against All Flags
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'J. Lee Thompson', 'William Dieterle', 'Les Mayfield', 'Edward Dmytryk', 'Delmer Daves', 'John Huston', 'Moustapha Akkad', 'Joseph Strick', 'Lewis Allen', 'Richard Fleischer', 'William A. Wellman', 'Guy Green', 'Jean Delannoy', 'Alexander Mackendrick', 'Tony Scott', 'Carol Reed', 'Martin Campbell', 'Frank Borzage', 'Stewart Raffill', 'Walter Lang', 'Lewis Milestone', 'Kirk Wise', 'Henry Koster', 'Raoul Walsh', 'Jennifer Leitzes', 'John Ford', 'Dorothy Arzner', 'Nicholas Ray', 'Vincent Sherman', 'Frank Lloyd', 'Mario Camerini', 'Bernhard Wicki', 'Michael Curtiz', 'Henry King', 'Stanley Kramer', 'Martyn Burke', 'Roger Young', 'Michael Gordon', 'Nancy Meyers', 'Lee Sholem', 'Vincente Minnelli', 'William Keighley', 'Andrew V. McLaglen', 'Gary Trousdale', 'Peter Godfrey', 'George Scribner', 'Alfred Hitchcock', 'John Sturges', 'George Seaton', 'Federico Fellini', 'Victor Saville', 'Tony Richardson', 'Alfonso Arau', 'Pietro Francisci', 'Fred Zinnemann', 'Robert Florey', 'David Butler', 'Steve Miner', 'Sam Peckinpah', 'Chris Columbus', 'David Swift', 'Alf Sjöberg', 'Ralph Nelson', 'H. Bruce Humberstone', 'Elia Kazan', 'Jean Renoir', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Against All Flags --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Path (Raw):       Against All Flags --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.599651
Path Entropy(↓):  1.349020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in mad detective
Start Entity:     Mad Detective
Gold Answer:      [['Andy On']]
Predicted Ans:    Andy On
Predicted Path:   Mad Detective --[starred_actors]--> Andy On --[(INV) starred_actors]--> Mad Detective --[starred_actors]--> Andy On
Path (Raw):       Mad Detective --[starred_actors]--> Andy On --[(INV) starred_actors]--> Mad Detective --[starred_actors]--> Andy On
Neg LogProb(↓):   0.040129
Path Entropy(↓):  0.186737
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with italian
Start Entity:     italian
Gold Answer:      [['Juliet of the Spirits', 'La Dolce Vita', 'A Bronx Tale', 'We Have a Pope', 'The Italian Job', 'The Godfather', 'City of the Living Dead', 'I Vitelloni', 'A Special Day', 'Tentacles', 'The House by the Cemetery', 'Italian for Beginners', 'Life Is Beautiful', 'Cinema Paradiso', 'For a Few Dollars More', 'The Good, the Bad and the Ugly', "L'Avventura", 'Vesna va veloce', 'Bicycle Thieves', 'Cannibal Holocaust', 'Deep Red', 'La Strada', 'Two Women', 'My Voyage to Italy', 'The Beyond', 'Sandra', 'The Best of Youth', 'Malèna', 'The Tiger and the Snow']]
Predicted Ans:    My Voyage to Italy
Predicted Path:   italian --[(INV) has_tags]--> My Voyage to Italy --[has_tags]--> martin scorsese --[(INV) has_tags]--> My Voyage to Italy
Path (Raw):       italian --[(INV) has_tags]--> My Voyage to Italy --[has_tags]--> martin scorsese --[(INV) has_tags]--> My Voyage to Italy
Neg LogProb(↓):   1.112726
Path Entropy(↓):  1.583566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film susannah of the mounties
Start Entity:     Susannah of the Mounties
Gold Answer:      [['1980', '1946', '1944', '1992', '1959', '1936', '1920', '1935', '1979', '1941', '1939', '1957', '1951', '1953', '1947', '2014', '1932', '1956', '1943', '1948', '1942', '1940', '1938', '1918', '1955', '1962', '1934', '1949', '1950', '1960', '1952', '1965', '1945', '1937', '1924', '1958']]
Predicted Ans:    1956
Predicted Path:   Susannah of the Mounties --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Susannah of the Mounties --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   2.002961
Path Entropy(↓):  2.973992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film alive released
Start Entity:     Alive
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Alive --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Alive --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   3.260601
Path Entropy(↓):  4.958972
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by matt cimber
Start Entity:     Matt Cimber
Gold Answer:      [['James M. Cain']]
Predicted Ans:    James M. Cain
Predicted Path:   Matt Cimber --[(INV) directed_by]--> Butterfly --[written_by]--> James M. Cain
Path (Raw):       Matt Cimber --[No Operation]--> Matt Cimber --[(INV) directed_by]--> Butterfly --[written_by]--> James M. Cain
Neg LogProb(↓):   0.040756
Path Entropy(↓):  0.182270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of suspicion
Start Entity:     Suspicion
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    Easy Virtue
Predicted Path:   Suspicion --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue
Path (Raw):       Suspicion --[No Operation]--> Suspicion --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue
Neg LogProb(↓):   1.268875
Path Entropy(↓):  2.533972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of anthony waller directed movies
Start Entity:     Anthony Waller
Gold Answer:      [['John Landis']]
Predicted Ans:    John Landis
Predicted Path:   Anthony Waller --[(INV) directed_by]--> An American Werewolf in Paris --[written_by]--> John Landis
Path (Raw):       Anthony Waller --[No Operation]--> Anthony Waller --[(INV) directed_by]--> An American Werewolf in Paris --[written_by]--> John Landis
Neg LogProb(↓):   0.035453
Path Entropy(↓):  0.173305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the fall
Start Entity:     The Fall
Gold Answer:      [['2000', '2003', '2010', '2002', '1981']]
Predicted Ans:    1981
Predicted Path:   The Fall --[starred_actors]--> Lee Pace --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Path (Raw):       The Fall --[starred_actors]--> Lee Pace --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   1.125370
Path Entropy(↓):  1.687303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie eaten alive are directed by who
Start Entity:     Eaten Alive
Gold Answer:      [['Phil Karlson', 'Tobe Hooper', 'Don Siegel']]
Predicted Ans:    Tobe Hooper
Predicted Path:   Eaten Alive --[starred_actors]--> Marilyn Burns --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[directed_by]--> Tobe Hooper
Path (Raw):       Eaten Alive --[starred_actors]--> Marilyn Burns --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   0.000352
Path Entropy(↓):  0.003312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the spectacular now
Start Entity:     The Spectacular Now
Gold Answer:      [['The End of the Tour', 'Smashed', 'Off the Black']]
Predicted Ans:    Smashed
Predicted Path:   The Spectacular Now --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed
Path (Raw):       The Spectacular Now --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed --[No Operation]--> Smashed
Neg LogProb(↓):   0.019545
Path Entropy(↓):  0.109001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is pretty maids all in a row
Start Entity:     Pretty Maids All in a Row
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pretty Maids All in a Row --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Pretty Maids All in a Row --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.629441
Path Entropy(↓):  4.610067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in pompeii
Start Entity:     Pompeii
Gold Answer:      [['Bill Peet', 'Ralph Wright', 'Sebastián Silva', 'Winston Hibler', 'Charles Perrault', 'Milt Banta', 'Joe Rinaldi', 'Julia Leigh', 'Zack Snyder', 'Steve Shibuya', 'Ted Sears']]
Predicted Ans:    Zack Snyder
Predicted Path:   Pompeii --[starred_actors]--> Emily Browning --[(INV) starred_actors]--> Sucker Punch --[written_by]--> Zack Snyder
Path (Raw):       Pompeii --[starred_actors]--> Emily Browning --[(INV) starred_actors]--> Sucker Punch --[written_by]--> Zack Snyder
Neg LogProb(↓):   0.096998
Path Entropy(↓):  0.316612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of now is good were directed by who
Start Entity:     Now Is Good
Gold Answer:      [['John Madden']]
Predicted Ans:    John Madden
Predicted Path:   Now Is Good --[written_by]--> Ol Parker --[(INV) written_by]--> The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden
Path (Raw):       Now Is Good --[written_by]--> Ol Parker --[(INV) written_by]--> The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden
Neg LogProb(↓):   0.000227
Path Entropy(↓):  0.002340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote last man standing
Start Entity:     Last Man Standing
Gold Answer:      [['Swedish', 'Japanese', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Last Man Standing --[written_by]--> Walter Hill --[(INV) written_by]--> Wild Bill --[in_language]--> English
Path (Raw):       Last Man Standing --[written_by]--> Walter Hill --[(INV) written_by]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.681797
Path Entropy(↓):  0.712407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of brewster's millions
Start Entity:     Brewster's Millions
Gold Answer:      [['Trading Places']]
Predicted Ans:    Brewster's Millions
Predicted Path:   Brewster's Millions --[written_by]--> George Barr McCutcheon --[(INV) written_by]--> Brewster's Millions
Path (Raw):       Brewster's Millions --[No Operation]--> Brewster's Millions --[written_by]--> George Barr McCutcheon --[(INV) written_by]--> Brewster's Millions
Neg LogProb(↓):   1.527226
Path Entropy(↓):  1.775205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies directed by nacho vigalondo
Start Entity:     Nacho Vigalondo
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nacho Vigalondo --[(INV) directed_by]--> Extraterrestrial --[has_genre]--> Comedy
Path (Raw):       Nacho Vigalondo --[No Operation]--> Nacho Vigalondo --[(INV) directed_by]--> Extraterrestrial --[has_genre]--> Comedy
Neg LogProb(↓):   0.302346
Path Entropy(↓):  0.595137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of sylvie white written movies
Start Entity:     Sylvie White
Gold Answer:      [['Gregg Champion']]
Predicted Ans:    Gregg Champion
Predicted Path:   Sylvie White --[(INV) written_by]--> Amish Grace --[directed_by]--> Gregg Champion
Path (Raw):       Sylvie White --[No Operation]--> Sylvie White --[(INV) written_by]--> Amish Grace --[directed_by]--> Gregg Champion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of a month by the lake also starred in which films
Start Entity:     A Month by the Lake
Gold Answer:      [['Gattaca', 'The Trojan Women', 'Bel Ami', 'Deep Impact', 'Prick Up Your Ears', 'My Super Ex-Girlfriend', 'Hysterical Blindness', 'Jennifer 8', 'Tape', 'Vatel', 'Isadora', 'A Rumor of Angels', 'Ceremony', 'Playing for Time', 'Little Odessa', 'Force 10 from Navarone', 'The Life Before Her Eyes', 'Final Analysis', 'Mary, Queen of Scots', 'Paycheck', 'The Avengers', 'The Producers', 'Yanks', 'Even Cowgirls Get the Blues', 'Where the Heart Is', 'Mrs Dalloway', 'The Accidental Husband', 'Prince Valiant', 'Anonymous', 'The Devils', 'Camelot', 'Crime and Punishment', 'Mad Dog and Glory', 'Déjà Vu', 'Wild Geese II', 'Motherhood', 'Johnny Be Good', 'The Dresser', 'Agatha', 'Julia', 'The Day of the Jackal', 'Prime', 'The Bostonians']]
Predicted Ans:    Crime and Punishment
Predicted Path:   A Month by the Lake --[starred_actors]--> Vanessa Redgrave --[(INV) starred_actors]--> Crime and Punishment
Path (Raw):       A Month by the Lake --[starred_actors]--> Vanessa Redgrave --[No Operation]--> Vanessa Redgrave --[(INV) starred_actors]--> Crime and Punishment
Neg LogProb(↓):   0.639069
Path Entropy(↓):  1.677997
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by witness for the prosecution actors
Start Entity:     Witness for the Prosecution
Gold Answer:      [['Edmund Goulding', 'Daniel Mann', 'William A. Seiter', 'Cecil B. DeMille', 'William Dieterle', 'Fritz Lang', 'Norman Taurog', 'Tay Garnett', 'James Cruze', 'Jean Delannoy', 'John Byrum', 'David Lean', 'Rouben Mamoulian', 'Carol Reed', 'Jill Sprecher', 'Ray Enright', 'Frank Borzage', 'Lewis Milestone', 'Billy Wilder', 'Stanley Kubrick', 'Henry Hathaway', 'Claude Lelouch', 'Erle C. Kenton', 'John Ford', 'Robert Z. Leonard', 'Henry Koster', 'Kirk Wise', 'George Marshall', 'Bille August', 'Frank Lloyd', 'Sidney Franklin', 'George Sidney', 'Jules Dassin', 'Stanley Kramer', 'Henry King', 'Anatole Litvak', 'Raymond Bernard', 'Ernst Lubitsch', 'Allan Dwan', 'Archie Mayo', 'Stephen Roberts', 'Neil Jordan', 'Mitchell Leisen', "Robert Vincent O'Neill", 'René Clair', 'Leo McCarey', 'Tom Hooper', 'John Sturges', 'Gary Trousdale', 'Alfred Hitchcock', 'Jerome Sable', 'John Farrow', 'Robert Siodmak', 'James Whale', 'Alexander Korda', 'Joseph Pevney', 'Josef von Sternberg', 'Rowland V. Lee', 'Sidney Lanfield', 'Norman Z. McLeod', 'Richard Boleslawski', 'Lewis Seiler', 'H. Bruce Humberstone', 'Clarence Brown', 'Jean Renoir']]
Predicted Ans:    Billy Wilder
Predicted Path:   Witness for the Prosecution --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Path (Raw):       Witness for the Prosecution --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.140141
Path Entropy(↓):  1.869504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the airport 1975 director
Start Entity:     Airport 1975
Gold Answer:      [['William Goldman', 'John Gay', 'Howard B. Kreitsek', 'Ray Bradbury', 'Roger Zelazny', 'Donald S. Sanford']]
Predicted Ans:    Donald S. Sanford
Predicted Path:   Airport 1975 --[directed_by]--> Jack Smight --[(INV) directed_by]--> Midway --[written_by]--> Donald S. Sanford
Path (Raw):       Airport 1975 --[directed_by]--> Jack Smight --[(INV) directed_by]--> Midway --[written_by]--> Donald S. Sanford
Neg LogProb(↓):   0.067280
Path Entropy(↓):  0.258088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of hostage
Start Entity:     Hostage
Gold Answer:      [['Reginald VelJohnson', 'William Atherton', 'Bonnie Bedelia', 'Bruce Willis']]
Predicted Ans:    Bruce Willis
Predicted Path:   Hostage --[written_by]--> Doug Richardson --[(INV) written_by]--> Die Hard 2 --[starred_actors]--> Bruce Willis
Path (Raw):       Hostage --[written_by]--> Doug Richardson --[(INV) written_by]--> Die Hard 2 --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.010631
Path Entropy(↓):  0.059621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in night nurse
Start Entity:     Night Nurse
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Night Nurse --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Path (Raw):       Night Nurse --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Neg LogProb(↓):   0.383603
Path Entropy(↓):  1.037644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the jerk
Start Entity:     The Jerk
Gold Answer:      [['1983', '1980', '1963', '1975', '2009', '2008', '2005', '1991', '1982', '2006', '1999', '1994', '1981', '1987', '1986']]
Predicted Ans:    1979
Predicted Path:   The Jerk --[written_by]--> Michael Elias --[(INV) written_by]--> The Jerk --[release_year]--> 1979
Path (Raw):       The Jerk --[written_by]--> Michael Elias --[(INV) written_by]--> The Jerk --[release_year]--> 1979
Neg LogProb(↓):   1.462608
Path Entropy(↓):  0.678535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film outlaw blues
Start Entity:     Outlaw Blues
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Outlaw Blues --[written_by]--> Bill L. Norton --[(INV) written_by]--> More American Graffiti --[release_year]--> 1979
Path (Raw):       Outlaw Blues --[written_by]--> Bill L. Norton --[(INV) written_by]--> More American Graffiti --[release_year]--> 1979
Neg LogProb(↓):   0.030709
Path Entropy(↓):  0.137263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by jean cocteau released
Start Entity:     Jean Cocteau
Gold Answer:      [['1946', '2009', '1948', '1950', '1960', '1991', '2014']]
Predicted Ans:    2009
Predicted Path:   Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast --[release_year]--> 2009
Path (Raw):       Jean Cocteau --[No Operation]--> Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast --[release_year]--> 2009
Neg LogProb(↓):   1.211322
Path Entropy(↓):  1.570078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of gimel everett written movies
Start Entity:     Gimel Everett
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Gimel Everett --[(INV) written_by]--> The Lawnmower Man --[release_year]--> 1992
Path (Raw):       Gimel Everett --[No Operation]--> Gimel Everett --[(INV) written_by]--> The Lawnmower Man --[release_year]--> 1992
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of about elly
Start Entity:     About Elly
Gold Answer:      [['Tahar Rahim', 'Bérénice Bejo', 'Ali Mosaffa', 'Hamid Farokhnezhad', 'Shahab Hosseini', 'Peyman Moaadi', 'Leila Hatami', 'Sareh Bayat']]
Predicted Ans:    Tahar Rahim
Predicted Path:   About Elly --[directed_by]--> Asghar Farhadi --[(INV) directed_by]--> The Past --[starred_actors]--> Tahar Rahim
Path (Raw):       About Elly --[directed_by]--> Asghar Farhadi --[(INV) directed_by]--> The Past --[starred_actors]--> Tahar Rahim
Neg LogProb(↓):   0.491459
Path Entropy(↓):  0.865552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of doctor at sea is also the director of which films
Start Entity:     Doctor at Sea
Gold Answer:      [['The 39 Steps', 'Upstairs and Downstairs', 'A Tale of Two Cities']]
Predicted Ans:    The 39 Steps
Predicted Path:   Doctor at Sea --[directed_by]--> Ralph Thomas --[(INV) directed_by]--> The 39 Steps
Path (Raw):       Doctor at Sea --[directed_by]--> Ralph Thomas --[(INV) directed_by]--> The 39 Steps --[No Operation]--> The 39 Steps
Neg LogProb(↓):   0.287763
Path Entropy(↓):  0.801735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the free will
Start Entity:     The Free Will
Gold Answer:      [['Dennis Gansel', 'Ron Jones', 'Johnny Dawkins']]
Predicted Ans:    Dennis Gansel
Predicted Path:   The Free Will --[starred_actors]--> Jürgen Vogel --[(INV) starred_actors]--> The Wave --[written_by]--> Dennis Gansel
Path (Raw):       The Free Will --[starred_actors]--> Jürgen Vogel --[(INV) starred_actors]--> The Wave --[written_by]--> Dennis Gansel
Neg LogProb(↓):   0.271549
Path Entropy(↓):  0.809129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor a martinez acted together with who
Start Entity:     A Martinez
Gold Answer:      [['Amanda Wyss', 'Gary Farmer', 'Joanelle Romero']]
Predicted Ans:    Amanda Wyss
Predicted Path:   A Martinez --[(INV) starred_actors]--> Powwow Highway --[starred_actors]--> Amanda Wyss
Path (Raw):       A Martinez --[No Operation]--> A Martinez --[(INV) starred_actors]--> Powwow Highway --[starred_actors]--> Amanda Wyss
Neg LogProb(↓):   0.689993
Path Entropy(↓):  0.806312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film nothing were released in which years
Start Entity:     Nothing
Gold Answer:      [['2001', '2007', '2004']]
Predicted Ans:    2003
Predicted Path:   Nothing --[starred_actors]--> David Hewlett --[(INV) starred_actors]--> Nothing --[release_year]--> 2003
Path (Raw):       Nothing --[starred_actors]--> David Hewlett --[(INV) starred_actors]--> Nothing --[release_year]--> 2003
Neg LogProb(↓):   0.002707
Path Entropy(↓):  0.022069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films the castle are written by who
Start Entity:     The Castle
Gold Answer:      [['Rob Sitch', 'Tom Gleisner', 'Santo Cilauro', 'Elfriede Jelinek', 'Michael Haneke']]
Predicted Ans:    Jane Kennedy
Predicted Path:   The Castle --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[written_by]--> Jane Kennedy
Path (Raw):       The Castle --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[written_by]--> Jane Kennedy
Neg LogProb(↓):   0.711173
Path Entropy(↓):  1.576541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in impostor
Start Entity:     Impostor
Gold Answer:      [['Western', 'Drama', 'Crime', 'War', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Impostor --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Impostor --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.722609
Path Entropy(↓):  0.837173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of toni
Start Entity:     Toni
Gold Answer:      [['Boudu Saved from Drowning', 'La Chienne', 'French Cancan', 'Elena and Her Men', 'Picnic on the Grass', 'La Marseillaise', 'Swamp Water', 'The Diary of a Chambermaid', 'The Woman on the Beach', 'This Land Is Mine', 'The Southerner', 'La Grande Illusion', 'The River', 'La Bête Humaine', 'The Crime of Monsieur Lange', 'The Lower Depths', 'The Rules of the Game', 'The Golden Coach']]
Predicted Ans:    La Bête Humaine
Predicted Path:   Toni --[directed_by]--> Jean Renoir --[(INV) directed_by]--> La Bête Humaine
Path (Raw):       Toni --[No Operation]--> Toni --[directed_by]--> Jean Renoir --[(INV) directed_by]--> La Bête Humaine
Neg LogProb(↓):   0.128306
Path Entropy(↓):  0.538084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film train
Start Entity:     Train
Gold Answer:      [['2007']]
Predicted Ans:    2008
Predicted Path:   Train --[written_by]--> Gideon Raff --[(INV) written_by]--> Train --[release_year]--> 2008
Path (Raw):       Train --[written_by]--> Gideon Raff --[(INV) written_by]--> Train --[release_year]--> 2008
Neg LogProb(↓):   0.003854
Path Entropy(↓):  0.025295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by norman krasna
Start Entity:     Norman Krasna
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Norman Krasna --[(INV) written_by]--> Indiscreet --[has_genre]--> Comedy
Path (Raw):       Norman Krasna --[No Operation]--> Norman Krasna --[(INV) written_by]--> Indiscreet --[has_genre]--> Comedy
Neg LogProb(↓):   0.842622
Path Entropy(↓):  1.291646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the wrong trousers was written by who
Start Entity:     The Wrong Trousers
Gold Answer:      [['Nick Park']]
Predicted Ans:    Nick Park
Predicted Path:   The Wrong Trousers --[written_by]--> Nick Park --[(INV) written_by]--> Chicken Run --[written_by]--> Nick Park
Path (Raw):       The Wrong Trousers --[written_by]--> Nick Park --[(INV) written_by]--> Chicken Run --[written_by]--> Nick Park
Neg LogProb(↓):   0.012842
Path Entropy(↓):  0.073372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of conversation piece
Start Entity:     Conversation Piece
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Conversation Piece --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Senso --[in_language]--> Italian
Path (Raw):       Conversation Piece --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Senso --[in_language]--> Italian
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film psycho ii was written by who
Start Entity:     Psycho II
Gold Answer:      [['Tom Holland', 'Robert Bloch']]
Predicted Ans:    Robert Bloch
Predicted Path:   Psycho II --[written_by]--> Robert Bloch --[(INV) written_by]--> Strait-Jacket --[written_by]--> Robert Bloch
Path (Raw):       Psycho II --[written_by]--> Robert Bloch --[(INV) written_by]--> Strait-Jacket --[written_by]--> Robert Bloch
Neg LogProb(↓):   0.776584
Path Entropy(↓):  1.316497
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film big bad mama starred which actors
Start Entity:     Big Bad Mama
Gold Answer:      [['William Shatner', 'Angie Dickinson', 'Tom Skerritt']]
Predicted Ans:    William Shatner
Predicted Path:   Big Bad Mama --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[starred_actors]--> William Shatner
Path (Raw):       Big Bad Mama --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[starred_actors]--> William Shatner
Neg LogProb(↓):   0.265001
Path Entropy(↓):  0.574450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of kon ichikawa directed films
Start Entity:     Kon Ichikawa
Gold Answer:      [['Otokichi Mikami', 'Michio Takeyama', 'Natto Wada', 'Teinosuke Kinugasa']]
Predicted Ans:    Kon Ichikawa
Predicted Path:   Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[written_by]--> Kon Ichikawa
Path (Raw):       Kon Ichikawa --[No Operation]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[written_by]--> Kon Ichikawa
Neg LogProb(↓):   0.383204
Path Entropy(↓):  0.725116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the writer of the ice pirates
Start Entity:     The Ice Pirates
Gold Answer:      [['Juan Pablo Di Pace', 'Anthony Quinn', 'Johnny Whitaker', 'James Brolin', 'Jonathan Ward', 'James Coburn', 'Kelly Brook', 'Lindsay Wagner', 'Christine Ebersole', 'Billy Zane', 'Lauren Stanley', 'Michael Douglas']]
Predicted Ans:    Anjelica Huston
Predicted Path:   The Ice Pirates --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[starred_actors]--> Anjelica Huston
Path (Raw):       The Ice Pirates --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.007057
Path Entropy(↓):  0.049937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of full moon in blue water
Start Entity:     Full Moon in Blue Water
Gold Answer:      [['Mississippi Burning', 'The Birdcage', 'Heist', 'Get Shorty', 'The Hunting Party', 'Oh, God!', 'Tootsie', 'Superman', 'Under Fire', 'The Sting II', 'All Night Long', 'Close Encounters of the Third Kind', 'Hoosiers', 'March or Die', 'The Replacements', 'Bat*21', 'Twice in a Lifetime', 'Mom and Dad Save the World', 'Unforgiven', 'Downhill Racer', 'Bonnie and Clyde', 'Crimson Tide', 'Loose Cannons', 'Company Business', "Doctors' Wives", 'Bite the Bullet', 'Uncommon Valor', 'Let It Ride', 'Welcome to Mooseport', 'Target', 'The Quick and the Dead', 'Absolute Power', 'The French Connection', 'The Black Stallion', 'Enemy of the State', 'Class Action', 'Behind Enemy Lines', 'Wyatt Earp', 'The Royal Tenenbaums', 'Twilight', 'The Chamber', 'The Gypsy Moths', 'The Package', 'No Way Out', 'Prime Cut', 'Lucky Lady', 'One from the Heart', 'The Poseidon Adventure', 'Firstborn', 'The Conversation', 'French Connection II', 'Night Moves', 'Under Suspicion', 'Narrow Margin', 'Superman II', 'Runaway Jury', 'I Never Sang for My Father', 'Short Time', 'Mr. Mom', 'Eureka', 'Scarecrow', 'The Firm']]
Predicted Ans:    Loose Cannons
Predicted Path:   Full Moon in Blue Water --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Loose Cannons
Path (Raw):       Full Moon in Blue Water --[starred_actors]--> Gene Hackman --[No Operation]--> Gene Hackman --[(INV) starred_actors]--> Loose Cannons
Neg LogProb(↓):   1.355447
Path Entropy(↓):  2.318339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie full eclipse starred who
Start Entity:     Full Eclipse
Gold Answer:      [['Mario Van Peebles', 'Bruce Payne']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   Full Eclipse --[starred_actors]--> Mario Van Peebles --[(INV) starred_actors]--> The Hebrew Hammer --[starred_actors]--> Mario Van Peebles
Path (Raw):       Full Eclipse --[starred_actors]--> Mario Van Peebles --[(INV) starred_actors]--> The Hebrew Hammer --[starred_actors]--> Mario Van Peebles
Neg LogProb(↓):   0.022194
Path Entropy(↓):  0.122093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for johnny was
Start Entity:     Johnny Was
Gold Answer:      [['Brendan Foley']]
Predicted Ans:    Brendan Foley
Predicted Path:   Johnny Was --[written_by]--> Brendan Foley --[(INV) written_by]--> Johnny Was --[written_by]--> Brendan Foley
Path (Raw):       Johnny Was --[written_by]--> Brendan Foley --[(INV) written_by]--> Johnny Was --[written_by]--> Brendan Foley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ricky schroder appeared in the same movie with who
Start Entity:     Ricky Schroder
Gold Answer:      [['Elliott Gould', 'William Holden', 'Jackie Cooper', 'Jon Voight', 'Geneviève Bujold', 'Faye Dunaway', 'Wallace Beery']]
Predicted Ans:    Wallace Beery
Predicted Path:   Ricky Schroder --[(INV) starred_actors]--> The Champ --[starred_actors]--> Wallace Beery
Path (Raw):       Ricky Schroder --[No Operation]--> Ricky Schroder --[(INV) starred_actors]--> The Champ --[starred_actors]--> Wallace Beery
Neg LogProb(↓):   0.074259
Path Entropy(↓):  0.317118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film touching the void
Start Entity:     Touching the Void
Gold Answer:      [['Kevin Macdonald']]
Predicted Ans:    Kevin Macdonald
Predicted Path:   Touching the Void --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> The Last King of Scotland --[directed_by]--> Kevin Macdonald
Path (Raw):       Touching the Void --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> The Last King of Scotland --[directed_by]--> Kevin Macdonald
Neg LogProb(↓):   0.239269
Path Entropy(↓):  0.537909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed sommersby
Start Entity:     Sommersby
Gold Answer:      [['Jon Amiel']]
Predicted Ans:    Jon Amiel
Predicted Path:   Sommersby --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Creation --[directed_by]--> Jon Amiel
Path (Raw):       Sommersby --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Creation --[directed_by]--> Jon Amiel
Neg LogProb(↓):   0.106555
Path Entropy(↓):  0.332945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of across the wide missouri
Start Entity:     Across the Wide Missouri
Gold Answer:      [['Russian']]
Predicted Ans:    So Big!
Predicted Path:   Across the Wide Missouri --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big!
Path (Raw):       Across the Wide Missouri --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[No Operation]--> So Big!
Neg LogProb(↓):   0.002936
Path Entropy(↓):  0.022059
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by real men actors
Start Entity:     Real Men
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Real Men --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Path (Raw):       Real Men --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Neg LogProb(↓):   0.000631
Path Entropy(↓):  0.005693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the wave starred who
Start Entity:     The Wave
Gold Answer:      [['Max Riemelt', 'Jürgen Vogel', 'Jennifer Ulrich', 'Frederick Lau']]
Predicted Ans:    Bruce Davison
Predicted Path:   The Wave --[starred_actors]--> Bruce Davison --[(INV) starred_actors]--> It's My Party --[starred_actors]--> Bruce Davison
Path (Raw):       The Wave --[starred_actors]--> Bruce Davison --[(INV) starred_actors]--> It's My Party --[starred_actors]--> Bruce Davison
Neg LogProb(↓):   0.561795
Path Entropy(↓):  1.052478
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film charlie and the chocolate factory
Start Entity:     Charlie and the Chocolate Factory
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Linda Woolverton', 'Daniel Wallace', 'Michael McDowell', 'Larry Wilson', 'Pierre Boulle', 'Rod Serling', 'Paul Reubens', 'Daniel Waters', 'Phil Hartman', 'Leonard Ripps', 'Rudolph Grey', 'John August', 'Andrew Kevin Walker', 'Kevin Yagher', 'Michael Wilson', 'Lawrence Konner', 'Mark Rosenthal', 'Tim Burton', 'Bob Kane', 'Warren Skaaren', 'Michael Varhol', 'Sam Hamm', 'Jonathan Gems', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Washington Irving']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Charlie and the Chocolate Factory --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Charlie and the Chocolate Factory --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.569565
Path Entropy(↓):  1.739786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by close my eyes actors
Start Entity:     Close My Eyes
Gold Answer:      [['Ronald Neame', 'Patrice Leconte', 'Bob Misiorowski', 'Paddy Breathnach', 'Alfonso Cuarón', 'Mike Nichols', 'Dean Parisot', 'Spike Lee', 'Simon Wincer', 'Guillaume Canet', 'Michael Hoffman', 'Martin Campbell', 'Antoine Fuqua', 'Randall Miller', 'Mikael Håfström', 'David Schwimmer', 'Michael Winterbottom', 'Scott Hicks', 'Radha Bharadwaj', 'Sebastian Gutierrez', 'Stephen Poliakoff', 'Michael Davis', 'Tony Gilroy', 'Marc Evans', 'J.T. Tepnapa', 'Hal Hartley', 'Doug Liman', 'Gary McKendry', 'Mike Hodges']]
Predicted Ans:    Spike Lee
Predicted Path:   Close My Eyes --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       Close My Eyes --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.719838
Path Entropy(↓):  1.122434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie barefoot
Start Entity:     Barefoot
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Barefoot --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Barefoot --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.915982
Path Entropy(↓):  4.261243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in brass target also appears in which movies
Start Entity:     Brass Target
Gold Answer:      [['Thunderbolt and Lightfoot', 'Black Moon Rising', 'The Killers', 'Two-Minute Warning', 'Earthquake', "The 'Human' Factor", 'Just Before Dawn', "Rosemary's Baby", 'The Fury', 'The Incubus', 'Love Streams', 'Opening Night', 'Bullitt', 'Bandolero!', "Fools' Parade", 'The Good Guys and the Bad Guys', 'Tempest', 'The Terror Within', 'Husbands', 'Cool Hand Luke', 'One Spy Too Many', 'Death Ship', 'Edge of the City', 'Dirty Dingus Magee', 'Lost Horizon', 'Guns of the Magnificent Seven', 'The Bridge at Remagen', 'Mikey and Nicky', 'Zig Zag']]
Predicted Ans:    Lost Horizon
Predicted Path:   Brass Target --[starred_actors]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon
Path (Raw):       Brass Target --[starred_actors]--> George Kennedy --[No Operation]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon
Neg LogProb(↓):   0.650905
Path Entropy(↓):  0.732514
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is party girl
Start Entity:     Party Girl
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Party Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Party Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.906770
Path Entropy(↓):  4.357258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by john le carre
Start Entity:     John le Carré
Gold Answer:      [['James Fox', 'Richard Burton', 'Sean Connery', 'Oskar Werner', 'Geoffrey Rush', 'Danny Huston', 'Mark Strong', 'Hubert Koundé', 'Pierce Brosnan', 'Claire Bloom', 'Philip Seymour Hoffman', 'Rachel Weisz', 'Michelle Pfeiffer', 'Ralph Fiennes', 'Roy Scheider', 'Jamie Lee Curtis', 'John Hurt']]
Predicted Ans:    Richard Burton
Predicted Path:   John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Path (Raw):       John le Carré --[No Operation]--> John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.267389
Path Entropy(↓):  0.904661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film reunion were in which genres
Start Entity:     Reunion
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Reunion --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       Reunion --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   0.073723
Path Entropy(↓):  0.364926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe confessions
Start Entity:     Confessions
Gold Answer:      [['japanese', 'tetsuya nakashima']]
Predicted Ans:    tetsuya nakashima
Predicted Path:   Confessions --[has_tags]--> tetsuya nakashima --[(INV) has_tags]--> Confessions --[has_tags]--> tetsuya nakashima
Path (Raw):       Confessions --[has_tags]--> tetsuya nakashima --[(INV) has_tags]--> Confessions --[has_tags]--> tetsuya nakashima
Neg LogProb(↓):   0.057731
Path Entropy(↓):  0.258291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did agnes ayres act in
Start Entity:     Agnes Ayres
Gold Answer:      [['The Sheik']]
Predicted Ans:    The Son of the Sheik
Predicted Path:   Agnes Ayres --[(INV) starred_actors]--> The Sheik --[starred_actors]--> Rudolph Valentino --[(INV) starred_actors]--> The Son of the Sheik
Path (Raw):       Agnes Ayres --[(INV) starred_actors]--> The Sheik --[starred_actors]--> Rudolph Valentino --[(INV) starred_actors]--> The Son of the Sheik
Neg LogProb(↓):   0.417726
Path Entropy(↓):  0.878695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by lucia puenzo
Start Entity:     Lucía Puenzo
Gold Answer:      [['Diego Peretti', 'Àlex Brendemühl', 'Elena Roger', 'Ricardo Darín', 'Natalia Oreiro', 'Valeria Bertuccelli']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Lucía Puenzo --[(INV) written_by]--> XXY --[starred_actors]--> Ricardo Darín
Path (Raw):       Lucía Puenzo --[No Operation]--> Lucía Puenzo --[(INV) written_by]--> XXY --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.000960
Path Entropy(↓):  0.007719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the quiet also starred in which movies
Start Entity:     The Quiet
Gold Answer:      [['The Addiction', '10,000 BC', 'The Ballad of Jack and Rose', 'Surviving Desire', 'Living Out Loud', 'Pipe Dream', 'The Book of Life', 'Breakaway', 'House of Wax', 'The Girl Next Door', 'Captivity', 'Trust', 'Father of Invention', 'The Opposite of Sex', 'Amateur', 'Adrift', 'My Sassy Girl']]
Predicted Ans:    Adrift
Predicted Path:   The Quiet --[starred_actors]--> Camilla Belle --[(INV) starred_actors]--> Adrift
Path (Raw):       The Quiet --[starred_actors]--> Camilla Belle --[No Operation]--> Camilla Belle --[(INV) starred_actors]--> Adrift
Neg LogProb(↓):   0.152707
Path Entropy(↓):  0.593559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of gauri shinde written movies
Start Entity:     Gauri Shinde
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Gauri Shinde --[(INV) written_by]--> English Vinglish --[release_year]--> 2012
Path (Raw):       Gauri Shinde --[No Operation]--> Gauri Shinde --[(INV) written_by]--> English Vinglish --[release_year]--> 2012
Neg LogProb(↓):   0.227364
Path Entropy(↓):  0.505038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by marina koreneva starred which actors
Start Entity:     Marina Koreneva
Gold Answer:      [['Leonid Mozgovoy', 'Elena Rufanova']]
Predicted Ans:    Leonid Mozgovoy
Predicted Path:   Marina Koreneva --[(INV) written_by]--> Moloch --[starred_actors]--> Leonid Mozgovoy
Path (Raw):       Marina Koreneva --[No Operation]--> Marina Koreneva --[(INV) written_by]--> Moloch --[starred_actors]--> Leonid Mozgovoy
Neg LogProb(↓):   0.031282
Path Entropy(↓):  0.137504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by jocelyn quivrin
Start Entity:     Jocelyn Quivrin
Gold Answer:      [['Chris Nahon']]
Predicted Ans:    Chris Nahon
Predicted Path:   Jocelyn Quivrin --[(INV) starred_actors]--> Empire of the Wolves --[directed_by]--> Chris Nahon
Path (Raw):       Jocelyn Quivrin --[No Operation]--> Jocelyn Quivrin --[(INV) starred_actors]--> Empire of the Wolves --[directed_by]--> Chris Nahon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie life is sweet
Start Entity:     Life Is Sweet
Gold Answer:      [['1988', '1997', '1971', '2008', '1993', '2004', '2010', '1999', '2002', '2014', '1984', '1977']]
Predicted Ans:    1993
Predicted Path:   Life Is Sweet --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[release_year]--> 1993
Path (Raw):       Life Is Sweet --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[release_year]--> 1993
Neg LogProb(↓):   0.719868
Path Entropy(↓):  1.028127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote bird
Start Entity:     Bird
Gold Answer:      [['Joel Oliansky']]
Predicted Ans:    Joel Oliansky
Predicted Path:   Bird --[written_by]--> Joel Oliansky --[(INV) written_by]--> The Competition --[written_by]--> Joel Oliansky
Path (Raw):       Bird --[written_by]--> Joel Oliansky --[(INV) written_by]--> The Competition --[written_by]--> Joel Oliansky
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did heather ann davis star in
Start Entity:     Heather Ann Davis
Gold Answer:      [['Breaking Wind']]
Predicted Ans:    Breaking Wind
Predicted Path:   Heather Ann Davis --[(INV) starred_actors]--> Breaking Wind --[starred_actors]--> Heather Ann Davis --[(INV) starred_actors]--> Breaking Wind
Path (Raw):       Heather Ann Davis --[(INV) starred_actors]--> Breaking Wind --[starred_actors]--> Heather Ann Davis --[(INV) starred_actors]--> Breaking Wind
Neg LogProb(↓):   0.006523
Path Entropy(↓):  0.044557
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with dark horse fall under
Start Entity:     Dark Horse
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dark Horse --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Path (Raw):       Dark Horse --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Neg LogProb(↓):   0.517629
Path Entropy(↓):  0.722154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the great santini fall under
Start Entity:     The Great Santini
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Yukio Mishima
Predicted Path:   The Great Santini --[directed_by]--> Lewis John Carlino --[(INV) directed_by]--> The Sailor Who Fell from Grace with the Sea --[written_by]--> Yukio Mishima
Path (Raw):       The Great Santini --[directed_by]--> Lewis John Carlino --[(INV) directed_by]--> The Sailor Who Fell from Grace with the Sea --[written_by]--> Yukio Mishima
Neg LogProb(↓):   0.467531
Path Entropy(↓):  0.749390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - wrote films with bob tzudiker
Start Entity:     Bob Tzudiker
Gold Answer:      [['Edgar Rice Burroughs', 'Jessica Postigo', 'Noni White', 'Tab Murphy', 'Reinhard Klooss']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   Bob Tzudiker --[(INV) written_by]--> Tarzan --[written_by]--> Edgar Rice Burroughs
Path (Raw):       Bob Tzudiker --[No Operation]--> Bob Tzudiker --[(INV) written_by]--> Tarzan --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   1.037150
Path Entropy(↓):  1.454968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in enter the ninja
Start Entity:     Enter the Ninja
Gold Answer:      [['Spanish', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Enter the Ninja --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Django --[in_language]--> Italian
Path (Raw):       Enter the Ninja --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Django --[in_language]--> Italian
Neg LogProb(↓):   0.462195
Path Entropy(↓):  0.748643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by laurence fishburne
Start Entity:     laurence fishburne
Gold Answer:      [['Just Cause', 'Event Horizon', 'Akeelah and the Bee', 'Contagion', '21', 'Assault on Precinct 13', 'Searching for Bobby Fischer', 'Mystic River', 'Predators', 'The Matrix', 'Boyz n the Hood']]
Predicted Ans:    Searching for Bobby Fischer
Predicted Path:   laurence fishburne --[(INV) has_tags]--> Searching for Bobby Fischer --[has_tags]--> joe mantegna --[(INV) has_tags]--> Searching for Bobby Fischer
Path (Raw):       laurence fishburne --[(INV) has_tags]--> Searching for Bobby Fischer --[has_tags]--> joe mantegna --[(INV) has_tags]--> Searching for Bobby Fischer
Neg LogProb(↓):   0.898732
Path Entropy(↓):  1.070836
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie high anxiety were in which genres
Start Entity:     High Anxiety
Gold Answer:      [['Musical', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   High Anxiety --[directed_by]--> Mel Brooks --[(INV) directed_by]--> Blazing Saddles --[has_genre]--> Comedy
Path (Raw):       High Anxiety --[directed_by]--> Mel Brooks --[(INV) directed_by]--> Blazing Saddles --[has_genre]--> Comedy
Neg LogProb(↓):   0.465050
Path Entropy(↓):  1.065775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film peyton place were in which languages
Start Entity:     Peyton Place
Gold Answer:      [['Mandarin', 'German']]
Predicted Ans:    German
Predicted Path:   Peyton Place --[directed_by]--> Mark Robson --[(INV) directed_by]--> Von Ryan's Express --[in_language]--> German
Path (Raw):       Peyton Place --[directed_by]--> Mark Robson --[(INV) directed_by]--> Von Ryan's Express --[in_language]--> German
Neg LogProb(↓):   0.023990
Path Entropy(↓):  0.147019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the invisible war
Start Entity:     The Invisible War
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Invisible War --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[has_genre]--> Documentary
Path (Raw):       The Invisible War --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[has_genre]--> Documentary
Neg LogProb(↓):   0.031514
Path Entropy(↓):  0.138488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Peter berg appears in which movies
Start Entity:     Peter Berg
Gold Answer:      [['The Great White Hype', 'Corky Romano', 'Shocker', 'Aspen Extreme', 'Fire in the Sky', 'A Midnight Clear']]
Predicted Ans:    Shocker
Predicted Path:   Peter Berg --[(INV) starred_actors]--> Shocker --[starred_actors]--> Michael Murphy --[(INV) starred_actors]--> Shocker
Path (Raw):       Peter Berg --[(INV) starred_actors]--> Shocker --[starred_actors]--> Michael Murphy --[(INV) starred_actors]--> Shocker
Neg LogProb(↓):   0.027946
Path Entropy(↓):  0.171056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote havoc
Start Entity:     Havoc
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Havoc --[written_by]--> Stephen Gaghan --[(INV) written_by]--> Syriana --[in_language]--> Persian
Path (Raw):       Havoc --[written_by]--> Stephen Gaghan --[(INV) written_by]--> Syriana --[in_language]--> Persian
Neg LogProb(↓):   0.000238
Path Entropy(↓):  0.002344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The night walker, when was it released
Start Entity:     The Night Walker
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   The Night Walker --[release_year]--> 1964 --[(INV) release_year]--> The Starfighters --[release_year]--> 1964
Path (Raw):       The Night Walker --[release_year]--> 1964 --[(INV) release_year]--> The Starfighters --[release_year]--> 1964
Neg LogProb(↓):   2.988053
Path Entropy(↓):  4.178399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of winter's tale starred who
Start Entity:     Winter's Tale
Gold Answer:      [['Ian McKellen', 'Russell Crowe', 'Jean Reno', 'Tom Hanks', 'Ed Harris', 'Will Smith', 'Alan Tudyk', 'Audrey Tautou', 'Christopher Plummer', 'Jennifer Connelly', 'Bridget Moynahan', 'James Cromwell']]
Predicted Ans:    Jean Reno
Predicted Path:   Winter's Tale --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[starred_actors]--> Jean Reno
Path (Raw):       Winter's Tale --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[starred_actors]--> Jean Reno
Neg LogProb(↓):   0.403348
Path Entropy(↓):  1.182382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of heartlands
Start Entity:     Heartlands
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Heartlands --[directed_by]--> Damien O'Donnell --[(INV) directed_by]--> East Is East --[in_language]--> English
Path (Raw):       Heartlands --[directed_by]--> Damien O'Donnell --[(INV) directed_by]--> East Is East --[in_language]--> English
Neg LogProb(↓):   0.019532
Path Entropy(↓):  0.095468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does a little romance fall under
Start Entity:     A Little Romance
Gold Answer:      [['Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   A Little Romance --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       A Little Romance --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.151001
Path Entropy(↓):  4.376087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by bill bailey in
Start Entity:     Bill Bailey
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bill Bailey --[(INV) starred_actors]--> Chalet Girl --[has_genre]--> Comedy
Path (Raw):       Bill Bailey --[No Operation]--> Bill Bailey --[(INV) starred_actors]--> Chalet Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of irma vep
Start Entity:     Irma Vep
Gold Answer:      [['Chinese Box', 'Center Stage', 'Moon Warriors', 'In the Mood for Love', 'Clean', 'As Tears Go By', 'Executioners', 'Days of Being Wild']]
Predicted Ans:    Irma Vep
Predicted Path:   Irma Vep --[starred_actors]--> Maggie Cheung --[(INV) starred_actors]--> Irma Vep
Path (Raw):       Irma Vep --[No Operation]--> Irma Vep --[starred_actors]--> Maggie Cheung --[(INV) starred_actors]--> Irma Vep
Neg LogProb(↓):   0.042776
Path Entropy(↓):  0.206149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of david copperfield
Start Entity:     David Copperfield
Gold Answer:      [['Cimarron', 'Great Expectations', 'Kind Lady', 'The Muppet Christmas Carol', "Hell's Angels", 'A Flintstones Christmas Carol', "Mister Magoo's Christmas Carol", 'A Tale of Two Cities', 'A Christmas Carol', 'Nicholas Nickleby', 'The Human Comedy', 'Scrooged', 'Scrooge', 'Oliver Twist', 'Little Dorrit']]
Predicted Ans:    Cimarron
Predicted Path:   David Copperfield --[written_by]--> Howard Estabrook --[(INV) written_by]--> Cimarron
Path (Raw):       David Copperfield --[written_by]--> Howard Estabrook --[No Operation]--> Howard Estabrook --[(INV) written_by]--> Cimarron
Neg LogProb(↓):   0.115277
Path Entropy(↓):  0.473436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the winchester'73 director
Start Entity:     Winchester '73
Gold Answer:      [['Norwegian']]
Predicted Ans:    anthony mann
Predicted Path:   Winchester '73 --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_tags]--> anthony mann
Path (Raw):       Winchester '73 --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_tags]--> anthony mann
Neg LogProb(↓):   0.507358
Path Entropy(↓):  1.278190
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the rack
Start Entity:     The Rack
Gold Answer:      [['Wendell Corey', 'Walter Pidgeon', 'Paul Newman']]
Predicted Ans:    Paul Newman
Predicted Path:   The Rack --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Path (Raw):       The Rack --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.439572
Path Entropy(↓):  0.666792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by robin harris were in which genres
Start Entity:     Robin Harris
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robin Harris --[(INV) written_by]--> Bébé's Kids --[has_genre]--> Comedy
Path (Raw):       Robin Harris --[No Operation]--> Robin Harris --[(INV) written_by]--> Bébé's Kids --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the northerners
Start Entity:     The Northerners
Gold Answer:      [['Alex van Warmerdam']]
Predicted Ans:    Rudolf Lucieer
Predicted Path:   The Northerners --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners --[starred_actors]--> Rudolf Lucieer
Path (Raw):       The Northerners --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners --[starred_actors]--> Rudolf Lucieer
Neg LogProb(↓):   0.272132
Path Entropy(↓):  0.549052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies directed by farah khan
Start Entity:     Farah Khan
Gold Answer:      [['Deepika Padukone', 'Peter Falk', 'Zayed Khan', 'Claude Lelouch', 'Arjun Rampal', 'Shreyas Talpade', 'Sushmita Sen', 'Abhishek Bachchan', 'Sunil Shetty', 'Shah Rukh Khan']]
Predicted Ans:    Peter Falk
Predicted Path:   Farah Khan --[(INV) directed_by]--> Happy New Year --[starred_actors]--> Peter Falk
Path (Raw):       Farah Khan --[No Operation]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.003522
Path Entropy(↓):  0.026000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by dylan mohan gray release
Start Entity:     Dylan Mohan Gray
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Dylan Mohan Gray --[(INV) directed_by]--> Fire in the Blood --[release_year]--> 2013
Path (Raw):       Dylan Mohan Gray --[No Operation]--> Dylan Mohan Gray --[(INV) directed_by]--> Fire in the Blood --[release_year]--> 2013
Neg LogProb(↓):   0.000043
Path Entropy(↓):  0.000473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of on the waterfront
Start Entity:     On the Waterfront
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   On the Waterfront --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Gentleman's Agreement --[has_genre]--> Drama
Path (Raw):       On the Waterfront --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Gentleman's Agreement --[has_genre]--> Drama
Neg LogProb(↓):   0.161494
Path Entropy(↓):  0.618921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the edge of the world in
Start Entity:     The Edge of the World
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Edge of the World --[written_by]--> Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[in_language]--> German
Path (Raw):       The Edge of the World --[written_by]--> Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[in_language]--> German
Neg LogProb(↓):   0.052229
Path Entropy(↓):  0.201306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of fast food nation also directed which movies
Start Entity:     Fast Food Nation
Gold Answer:      [['Dazed and Confused', 'Before Sunrise', 'Bad News Bears', 'Boyhood', "It's Impossible to Learn to Plow by Reading Books", 'School of Rock', 'Before Sunset', 'Me and Orson Welles', 'Waking Life', 'SubUrbia', 'Slacker', 'Before Midnight', 'Tape', 'A Scanner Darkly', 'Bernie']]
Predicted Ans:    Tape
Predicted Path:   Fast Food Nation --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Tape
Path (Raw):       Fast Food Nation --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Tape --[No Operation]--> Tape
Neg LogProb(↓):   1.772932
Path Entropy(↓):  2.532644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film cast a giant shadow released
Start Entity:     Cast a Giant Shadow
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Cast a Giant Shadow --[release_year]--> 1966 --[(INV) release_year]--> Billy the Kid Versus Dracula --[release_year]--> 1966
Path (Raw):       Cast a Giant Shadow --[release_year]--> 1966 --[(INV) release_year]--> Billy the Kid Versus Dracula --[release_year]--> 1966
Neg LogProb(↓):   2.673137
Path Entropy(↓):  3.721480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in in the bedroom
Start Entity:     In the Bedroom
Gold Answer:      [['Tom Wilkinson', 'Nick Stahl', 'Sissy Spacek', 'Marisa Tomei']]
Predicted Ans:    Nick Stahl
Predicted Path:   In the Bedroom --[starred_actors]--> Nick Stahl --[(INV) starred_actors]--> The Sleepy Time Gal --[starred_actors]--> Nick Stahl
Path (Raw):       In the Bedroom --[starred_actors]--> Nick Stahl --[(INV) starred_actors]--> The Sleepy Time Gal --[starred_actors]--> Nick Stahl
Neg LogProb(↓):   0.920056
Path Entropy(↓):  0.702766
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by marty feldman
Start Entity:     Marty Feldman
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marty Feldman --[(INV) written_by]--> The Last Remake of Beau Geste --[has_genre]--> Comedy
Path (Raw):       Marty Feldman --[No Operation]--> Marty Feldman --[(INV) written_by]--> The Last Remake of Beau Geste --[has_genre]--> Comedy
Neg LogProb(↓):   0.002547
Path Entropy(↓):  0.018109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote indiana jones and the last crusade
Start Entity:     Indiana Jones and the Last Crusade
Gold Answer:      [['Anjelica Huston', 'Joanne Whalley', 'Harrison Ford', 'Brooke Adams', 'Donald Pleasence', 'Tom Skerritt', 'Ron Howard', 'Herbert Lom', 'Ned Beatty', 'Mary Stuart Masterson', 'Karen Allen', 'Warwick Davis', 'George Burns', 'Brian Benben', 'Ronald Lacey', 'Christopher Walken', 'Michael Jackson', 'Paul Freeman', 'Charles Martin Smith', 'Val Kilmer', 'Robert Duvall', 'Cate Blanchett', 'Shia LaBeouf', 'Candy Clark', 'Richard Dreyfuss', 'Paul Le Mat', 'Jean Marsh']]
Predicted Ans:    Harrison Ford
Predicted Path:   Indiana Jones and the Last Crusade --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[starred_actors]--> Harrison Ford
Path (Raw):       Indiana Jones and the Last Crusade --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[starred_actors]--> Harrison Ford
Neg LogProb(↓):   0.469839
Path Entropy(↓):  0.842182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by victor mature
Start Entity:     Victor Mature
Gold Answer:      [['Western', 'Musical', 'Drama', 'Fantasy', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Victor Mature --[(INV) starred_actors]--> My Darling Clementine --[has_genre]--> Western
Path (Raw):       Victor Mature --[No Operation]--> Victor Mature --[(INV) starred_actors]--> My Darling Clementine --[has_genre]--> Western
Neg LogProb(↓):   0.812397
Path Entropy(↓):  1.196052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did anthony andrews star in
Start Entity:     Anthony Andrews
Gold Answer:      [['Under the Volcano', 'Ivanhoe', 'Haunted', 'The Scarlet Pimpernel']]
Predicted Ans:    Murder on the Orient Express
Predicted Path:   Anthony Andrews --[(INV) starred_actors]--> Under the Volcano --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> Murder on the Orient Express
Path (Raw):       Anthony Andrews --[(INV) starred_actors]--> Under the Volcano --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> Murder on the Orient Express
Neg LogProb(↓):   0.486111
Path Entropy(↓):  1.286173
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of blithe spirit
Start Entity:     Blithe Spirit
Gold Answer:      [['Sessue Hayakawa', 'Ivan Desny', 'Norman Wooland', 'Tim Curry', 'Trevor Howard', "Peter O'Toole", 'Ralph Fiennes', 'Christopher Jones', 'William Holden', 'Robert Mitchum', 'Ethan Hawke', 'Charles Laughton', 'Chris Cooper', 'Rex Harrison', 'Ann Todd', 'Gwyneth Paltrow', 'John Mills', 'Peggy Ashcroft', 'Brenda de Banzie', 'Jack Hawkins', 'Kay Walsh', 'Valerie Hobson', 'Alec Guinness', 'George C. Scott', 'Julie Christie', 'Jean Simmons', 'Omar Sharif', 'Leslie Banks', 'Wendy Hiller', 'Judy Davis']]
Predicted Ans:    John Mills
Predicted Path:   Blithe Spirit --[directed_by]--> David Lean --[(INV) directed_by]--> Hobson's Choice --[starred_actors]--> John Mills
Path (Raw):       Blithe Spirit --[directed_by]--> David Lean --[(INV) directed_by]--> Hobson's Choice --[starred_actors]--> John Mills
Neg LogProb(↓):   0.653243
Path Entropy(↓):  1.247665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the savages
Start Entity:     The Savages
Gold Answer:      [['1998']]
Predicted Ans:    2007
Predicted Path:   The Savages --[written_by]--> Tamara Jenkins --[(INV) written_by]--> The Savages --[release_year]--> 2007
Path (Raw):       The Savages --[written_by]--> Tamara Jenkins --[(INV) written_by]--> The Savages --[release_year]--> 2007
Neg LogProb(↓):   0.314147
Path Entropy(↓):  0.582849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of james franco starred movies
Start Entity:     James Franco
Gold Answer:      [['1998', '2001', '2008', '2005', '2010', '1936', '2004', '2006', '2014', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2002
Predicted Path:   James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Path (Raw):       James Franco --[No Operation]--> James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Neg LogProb(↓):   1.000222
Path Entropy(↓):  2.184239
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does ricky gervais star in
Start Entity:     Ricky Gervais
Gold Answer:      [['Muppets Most Wanted', 'The Invention of Lying', 'Cemetery Junction']]
Predicted Ans:    The Invention of Lying
Predicted Path:   Ricky Gervais --[(INV) starred_actors]--> The Invention of Lying --[starred_actors]--> Ricky Gervais --[(INV) starred_actors]--> The Invention of Lying
Path (Raw):       Ricky Gervais --[(INV) starred_actors]--> The Invention of Lying --[starred_actors]--> Ricky Gervais --[(INV) starred_actors]--> The Invention of Lying
Neg LogProb(↓):   1.316564
Path Entropy(↓):  1.434479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed becket
Start Entity:     Becket
Gold Answer:      [['James Poe', 'Tennessee Williams', 'Bridget Boland', 'Franz Werfel', 'Meade Roberts']]
Predicted Ans:    Edward Anhalt
Predicted Path:   Becket --[directed_by]--> Peter Glenville --[(INV) directed_by]--> Becket --[written_by]--> Edward Anhalt
Path (Raw):       Becket --[directed_by]--> Peter Glenville --[(INV) directed_by]--> Becket --[written_by]--> Edward Anhalt
Neg LogProb(↓):   0.523756
Path Entropy(↓):  1.127177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by barry w. blaustein in
Start Entity:     Barry W. Blaustein
Gold Answer:      [['Drama', 'Documentary', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Barry W. Blaustein --[(INV) directed_by]--> The Ringer --[has_genre]--> Comedy
Path (Raw):       Barry W. Blaustein --[No Operation]--> Barry W. Blaustein --[(INV) directed_by]--> The Ringer --[has_genre]--> Comedy
Neg LogProb(↓):   0.149608
Path Entropy(↓):  0.496649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with irreconcilable differences fall under
Start Entity:     Irreconcilable Differences
Gold Answer:      [['Sci-Fi', 'Western', 'Biography', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Irreconcilable Differences --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Irreconcilable Differences --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   0.783980
Path Entropy(↓):  1.117379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by edvin laine in
Start Entity:     Edvin Laine
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Edvin Laine --[(INV) directed_by]--> The Unknown Soldier --[in_language]--> Finnish
Path (Raw):       Edvin Laine --[No Operation]--> Edvin Laine --[(INV) directed_by]--> The Unknown Soldier --[in_language]--> Finnish
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by kiefer sutherland were directed by who
Start Entity:     Kiefer Sutherland
Gold Answer:      [['Alexandre Aja', 'William Dieterle', 'Franco Amurri', 'Stephen Herek', 'Geoff Murphy', 'Matthew Bright', 'Paul Marcus', 'Paul Schibli', 'Michael Hoffman', 'Alex Proyas', 'Gregg Champion', 'Ernest Thompson', 'George Sluizer', 'Clark Johnson', 'Gus Van Sant', 'Joel Schumacher', 'Michael Winner', 'Christopher Cain', 'Howard Deutch', 'Richard Lester', 'David L. Cunningham', 'Vincent Ward', 'James Bridges']]
Predicted Ans:    Richard Lester
Predicted Path:   Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Path (Raw):       Kiefer Sutherland --[No Operation]--> Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.123745
Path Entropy(↓):  0.575012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of bad day at black rock
Start Entity:     Bad Day at Black Rock
Gold Answer:      [['1950', '1978']]
Predicted Ans:    1955
Predicted Path:   Bad Day at Black Rock --[written_by]--> Howard Breslin --[(INV) written_by]--> Bad Day at Black Rock --[release_year]--> 1955
Path (Raw):       Bad Day at Black Rock --[written_by]--> Howard Breslin --[(INV) written_by]--> Bad Day at Black Rock --[release_year]--> 1955
Neg LogProb(↓):   0.214520
Path Entropy(↓):  0.614787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with a force of one fall under
Start Entity:     A Force of One
Gold Answer:      [['Romance', 'Short', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Force of One --[starred_actors]--> Jennifer O'Neill --[(INV) starred_actors]--> The Flower in His Mouth --[has_genre]--> Drama
Path (Raw):       A Force of One --[starred_actors]--> Jennifer O'Neill --[(INV) starred_actors]--> The Flower in His Mouth --[has_genre]--> Drama
Neg LogProb(↓):   0.679221
Path Entropy(↓):  0.799075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film house was directed by who
Start Entity:     House
Gold Answer:      [['Steve Miner']]
Predicted Ans:    Robby Henson
Predicted Path:   House --[directed_by]--> Robby Henson --[(INV) directed_by]--> House --[directed_by]--> Robby Henson
Path (Raw):       House --[directed_by]--> Robby Henson --[(INV) directed_by]--> House --[directed_by]--> Robby Henson
Neg LogProb(↓):   0.152229
Path Entropy(↓):  0.559086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by the diary of anne frank screenwriters
Start Entity:     The Diary of Anne Frank
Gold Answer:      [['Documentary', 'Musical', 'War', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Diary of Anne Frank --[written_by]--> Frances Goodrich --[(INV) written_by]--> Penthouse --[has_genre]--> Crime
Path (Raw):       The Diary of Anne Frank --[written_by]--> Frances Goodrich --[(INV) written_by]--> Penthouse --[has_genre]--> Crime
Neg LogProb(↓):   1.767504
Path Entropy(↓):  2.585158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed murmur of the heart
Start Entity:     Murmur of the Heart
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Murmur of the Heart --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Path (Raw):       Murmur of the Heart --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Neg LogProb(↓):   0.329511
Path Entropy(↓):  0.882799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did darren e. burrows act in
Start Entity:     Darren E. Burrows
Gold Answer:      [['Forty Shades of Blue']]
Predicted Ans:    Forty Shades of Blue
Predicted Path:   Darren E. Burrows --[(INV) starred_actors]--> Forty Shades of Blue --[starred_actors]--> Darren E. Burrows --[(INV) starred_actors]--> Forty Shades of Blue
Path (Raw):       Darren E. Burrows --[(INV) starred_actors]--> Forty Shades of Blue --[starred_actors]--> Darren E. Burrows --[(INV) starred_actors]--> Forty Shades of Blue
Neg LogProb(↓):   0.028110
Path Entropy(↓):  0.139716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the croods were released in which years
Start Entity:     The Croods
Gold Answer:      [['1970', '2008', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '1973', '1947', '2014', '1994', '1983', '1995', '1972', '1990', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1994
Predicted Path:   The Croods --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[release_year]--> 1994
Path (Raw):       The Croods --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[release_year]--> 1994
Neg LogProb(↓):   1.041267
Path Entropy(↓):  2.078751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by john carlin
Start Entity:     John Carlin
Gold Answer:      [['Live Free or Die Hard', 'Invictus']]
Predicted Ans:    Invictus
Predicted Path:   John Carlin --[(INV) written_by]--> Invictus --[written_by]--> John Carlin --[(INV) written_by]--> Invictus
Path (Raw):       John Carlin --[(INV) written_by]--> Invictus --[written_by]--> John Carlin --[(INV) written_by]--> Invictus
Neg LogProb(↓):   0.002827
Path Entropy(↓):  0.021104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the exterminator
Start Entity:     The Exterminator
Gold Answer:      [['1982', '1985']]
Predicted Ans:    1982
Predicted Path:   The Exterminator --[written_by]--> James Glickenhaus --[(INV) written_by]--> The Soldier --[release_year]--> 1982
Path (Raw):       The Exterminator --[written_by]--> James Glickenhaus --[(INV) written_by]--> The Soldier --[release_year]--> 1982
Neg LogProb(↓):   0.087946
Path Entropy(↓):  0.339684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the round - up
Start Entity:     The Round-Up
Gold Answer:      [['Russian', 'Hungarian']]
Predicted Ans:    Russian
Predicted Path:   The Round-Up --[directed_by]--> Miklós Jancsó --[(INV) directed_by]--> The Red and the White --[in_language]--> Russian
Path (Raw):       The Round-Up --[directed_by]--> Miklós Jancsó --[(INV) directed_by]--> The Red and the White --[in_language]--> Russian
Neg LogProb(↓):   0.140953
Path Entropy(↓):  0.389224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Scott macdonald appears in which movies
Start Entity:     Scott MacDonald
Gold Answer:      [['Jack Frost']]
Predicted Ans:    Jack Frost
Predicted Path:   Scott MacDonald --[(INV) starred_actors]--> Jack Frost --[starred_actors]--> Scott MacDonald --[(INV) starred_actors]--> Jack Frost
Path (Raw):       Scott MacDonald --[(INV) starred_actors]--> Jack Frost --[starred_actors]--> Scott MacDonald --[(INV) starred_actors]--> Jack Frost
Neg LogProb(↓):   0.349468
Path Entropy(↓):  0.606699
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by liza d'agostino released
Start Entity:     Liza D'Agostino
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Liza D'Agostino --[(INV) starred_actors]--> Bar Girls --[release_year]--> 1994
Path (Raw):       Liza D'Agostino --[No Operation]--> Liza D'Agostino --[(INV) starred_actors]--> Bar Girls --[release_year]--> 1994
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Adam's rib, when was it released
Start Entity:     Adam's Rib
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Adam's Rib --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       Adam's Rib --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.161471
Path Entropy(↓):  3.414671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the turning released
Start Entity:     The Turning
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   The Turning --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       The Turning --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.143644
Path Entropy(↓):  4.700651
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the short circuit director
Start Entity:     Short Circuit
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Short Circuit --[directed_by]--> John Badham --[(INV) directed_by]--> Point of No Return --[has_genre]--> Action
Path (Raw):       Short Circuit --[directed_by]--> John Badham --[(INV) directed_by]--> Point of No Return --[has_genre]--> Action
Neg LogProb(↓):   0.066514
Path Entropy(↓):  0.304374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed i love you phillip morris
Start Entity:     I Love You Phillip Morris
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   I Love You Phillip Morris --[directed_by]--> John Requa --[(INV) directed_by]--> I Love You Phillip Morris --[has_genre]--> Comedy
Path (Raw):       I Love You Phillip Morris --[directed_by]--> John Requa --[(INV) directed_by]--> I Love You Phillip Morris --[has_genre]--> Comedy
Neg LogProb(↓):   0.466751
Path Entropy(↓):  0.765229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film tender is the night were in which languages
Start Entity:     Tender Is the Night
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Tender Is the Night --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       Tender Is the Night --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.000581
Path Entropy(↓):  0.005441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film me you them released
Start Entity:     Me You Them
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Me You Them --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Me You Them --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.151308
Path Entropy(↓):  4.416509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with hot rod fall under
Start Entity:     Hot Rod
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Hot Rod --[directed_by]--> Akiva Schaffer --[(INV) directed_by]--> Hot Rod --[has_genre]--> Comedy
Path (Raw):       Hot Rod --[directed_by]--> Akiva Schaffer --[(INV) directed_by]--> Hot Rod --[has_genre]--> Comedy
Neg LogProb(↓):   0.004539
Path Entropy(↓):  0.029908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the funny girl director
Start Entity:     Funny Girl
Gold Answer:      [['W. Somerset Maugham', 'Abem Finkel', 'Lew Wallace', 'Jane Murfin', 'Stanley Mann', 'Augustus Goetz', 'Elmer Rice', 'John Huston', 'Donald Hamilton', 'Clements Ripley', 'Arthur Kober', 'Ian McLellan Hunter', 'Dorothy Parker', 'Alan Campbell', 'Theodore Dreiser', 'Jesse Hill Ford', 'MacKinlay Kantor', 'Preston Sturges', 'John Fowles', 'Jessamyn West', 'Jo Swerling', 'Niven Busch', 'Stuart N. Lake', 'Robert Wyler', 'Sidney Kingsley', 'Sinclair Lewis', 'Jane Hinton', 'Andrea Arnold', 'Lawrence D. Cohen', 'Olivia Hetreed', 'Stirling Silliphant', 'Annie DeYoung', 'Max Enscoe', 'Jan Struther', 'Owen Davis', 'Edna Ferber', 'Jay Anania', 'Philip Yordan', 'John Kohn', 'John Michael Hayes', 'Ferenc Molnár', 'John Dighton', 'Dalton Trumbo', 'Michael Wilson', 'Lillian Hellman', 'Patrick Melton', 'Marcus Dunstan', 'Sidney Howard', 'Joseph Hayes', 'Garrett Fort', 'Karl Tunberg', 'Stephen King', 'Jules Furthman', 'Ben Hecht', 'Charles MacArthur', 'Emily Brontë', 'Henry James']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Funny Girl --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday --[written_by]--> Dalton Trumbo
Path (Raw):       Funny Girl --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   1.140947
Path Entropy(↓):  2.040458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by julian farino
Start Entity:     Julian Farino
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Julian Farino --[(INV) directed_by]--> The Oranges --[has_genre]--> Comedy
Path (Raw):       Julian Farino --[No Operation]--> Julian Farino --[(INV) directed_by]--> The Oranges --[has_genre]--> Comedy
Neg LogProb(↓):   0.013014
Path Entropy(↓):  0.070609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by william mervyn were written by who
Start Entity:     William Mervyn
Gold Answer:      [['Peter Barnes']]
Predicted Ans:    Peter Barnes
Predicted Path:   William Mervyn --[(INV) starred_actors]--> The Ruling Class --[written_by]--> Peter Barnes
Path (Raw):       William Mervyn --[No Operation]--> William Mervyn --[(INV) starred_actors]--> The Ruling Class --[written_by]--> Peter Barnes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by seven sinners actors
Start Entity:     Seven Sinners
Gold Answer:      [['Edward Dmytryk', 'William Dieterle', 'William A. Seiter', 'Cecil B. DeMille', 'Fritz Lang', 'William C. McGann', 'Robert Montgomery', 'George Waggner', 'Robert N. Bradbury', 'William A. Wellman', 'Harry L. Fraser', 'Mark Rydell', 'Gordon Douglas', 'Ray Enright', 'Frank Borzage', 'Kathryn Bigelow', 'Dick Powell', 'Billy Wilder', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'John Ford', 'Henry Koster', 'George Marshall', 'Nicholas Ray', 'Mack V. Wright', 'Michael Curtiz', 'Jules Dassin', 'Stanley Kramer', 'George Sherman', 'Stuart Millar', 'Ernst Lubitsch', 'Allan Dwan', 'James Edward Grant', 'Neil Jordan', 'John Wayne', 'Edward Ludwig', 'Arthur Lubin', 'Mitchell Leisen', "Robert Vincent O'Neill", 'Douglas Hickox', 'Joseph Kane', 'René Clair', 'John Sturges', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'Jerome Sable', 'John Farrow', 'John Lee Hancock', 'Albert S. Rogell', 'Edwin L. Marin', 'Jules Furthman', 'Josef von Sternberg', 'Lewis Seiler', 'Richard Boleslawski', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Billy Wilder
Predicted Path:   Seven Sinners --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Path (Raw):       Seven Sinners --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.373581
Path Entropy(↓):  2.312603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in one deadly summer
Start Entity:     One Deadly Summer
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   One Deadly Summer --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Barocco --[in_language]--> French
Path (Raw):       One Deadly Summer --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Barocco --[in_language]--> French
Neg LogProb(↓):   0.436969
Path Entropy(↓):  0.897176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does steve lawrence star in
Start Entity:     Steve Lawrence
Gold Answer:      [['The Lonely Guy']]
Predicted Ans:    The Lonely Guy
Predicted Path:   Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy --[starred_actors]--> Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy
Path (Raw):       Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy --[starred_actors]--> Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy
Neg LogProb(↓):   0.122733
Path Entropy(↓):  0.365340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by miss congeniality actors
Start Entity:     Miss Congeniality
Gold Answer:      [['French', 'Persian', 'English', 'Japanese', 'Italian', 'Filipino', 'German']]
Predicted Ans:    Persian
Predicted Path:   Miss Congeniality --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       Miss Congeniality --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.139785
Path Entropy(↓):  0.390704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of black also wrote movies
Start Entity:     Black
Gold Answer:      [['Devdas']]
Predicted Ans:    Black
Predicted Path:   Black --[written_by]--> Sanjay Leela Bhansali --[(INV) written_by]--> Black
Path (Raw):       Black --[written_by]--> Sanjay Leela Bhansali --[(INV) written_by]--> Black --[No Operation]--> Black
Neg LogProb(↓):   0.001377
Path Entropy(↓):  0.010440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie mommie dearest were in which genres
Start Entity:     Mommie Dearest
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mommie Dearest --[written_by]--> Tracy Hotchner --[(INV) written_by]--> Mommie Dearest --[has_genre]--> Drama
Path (Raw):       Mommie Dearest --[written_by]--> Tracy Hotchner --[(INV) written_by]--> Mommie Dearest --[has_genre]--> Drama
Neg LogProb(↓):   0.945169
Path Entropy(↓):  1.226385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in undercurrent
Start Entity:     Undercurrent
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Undercurrent --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Path (Raw):       Undercurrent --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Neg LogProb(↓):   0.843715
Path Entropy(↓):  1.863663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by rudolf lucieer
Start Entity:     Rudolf Lucieer
Gold Answer:      [['Alex van Warmerdam']]
Predicted Ans:    Alex van Warmerdam
Predicted Path:   Rudolf Lucieer --[(INV) starred_actors]--> The Northerners --[directed_by]--> Alex van Warmerdam
Path (Raw):       Rudolf Lucieer --[No Operation]--> Rudolf Lucieer --[(INV) starred_actors]--> The Northerners --[directed_by]--> Alex van Warmerdam
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does quo vadis, baby? fall under
Start Entity:     Quo Vadis, Baby?
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Quo Vadis, Baby? --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Quo Vadis, Baby? --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.518440
Path Entropy(↓):  4.685642
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in love field
Start Entity:     Love Field
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Love Field --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[in_language]--> Italian
Path (Raw):       Love Field --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> The Family --[in_language]--> Italian
Neg LogProb(↓):   0.532142
Path Entropy(↓):  1.216516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by preston sturges were in which genres
Start Entity:     Preston Sturges
Gold Answer:      [['Drama', 'War', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Preston Sturges --[(INV) directed_by]--> The Lady Eve --[has_genre]--> Comedy
Path (Raw):       Preston Sturges --[No Operation]--> Preston Sturges --[(INV) directed_by]--> The Lady Eve --[has_genre]--> Comedy
Neg LogProb(↓):   0.465050
Path Entropy(↓):  1.201083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with jayne atkinson
Start Entity:     Jayne Atkinson
Gold Answer:      [['James Rebhorn', 'Brian Bonsall', 'Karen Duffy']]
Predicted Ans:    James Rebhorn
Predicted Path:   Jayne Atkinson --[(INV) starred_actors]--> Blank Check --[starred_actors]--> James Rebhorn
Path (Raw):       Jayne Atkinson --[No Operation]--> Jayne Atkinson --[(INV) starred_actors]--> Blank Check --[starred_actors]--> James Rebhorn
Neg LogProb(↓):   0.087409
Path Entropy(↓):  0.331238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by bill krohn
Start Entity:     Bill Krohn
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Bill Krohn --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Path (Raw):       Bill Krohn --[No Operation]--> Bill Krohn --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is dog park
Start Entity:     Dog Park
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dog Park --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Dog Park --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.266777
Path Entropy(↓):  4.405750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in all things to all men
Start Entity:     All Things to All Men
Gold Answer:      [['Lem Dobbs', 'Alex Proyas', 'Caradog W. James', 'Brian Helgeland', 'David S. Goyer', 'Cathy Cash Spellman', 'Margaret Rosenthal', 'Alexander Pushkin', 'Timothy Scott Bogart', 'Michael Zaidan', 'Mark Mullin']]
Predicted Ans:    Mark Mullin
Predicted Path:   All Things to All Men --[starred_actors]--> Rufus Sewell --[(INV) starred_actors]--> Extreme Ops --[written_by]--> Mark Mullin
Path (Raw):       All Things to All Men --[starred_actors]--> Rufus Sewell --[(INV) starred_actors]--> Extreme Ops --[written_by]--> Mark Mullin
Neg LogProb(↓):   0.840251
Path Entropy(↓):  1.508276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the maltese falcon also directed which movies
Start Entity:     The Maltese Falcon
Gold Answer:      [['Broadway Rhythm', 'Three Sailors and a Girl', 'The Asphalt Jungle', 'The Alligator People', 'Reflections in a Golden Eye', 'The Life and Times of Judge Roy Bean', 'The Man Who Would Be King', 'The Night of the Iguana', 'The Roots of Heaven', 'The African Queen', 'Heaven Knows, Mr. Allison', 'On Moonlight Bay', 'Key Largo', 'Moulin Rouge', 'Across the Pacific', 'Fat City', 'Annie', 'On Our Merry Way', 'The Dead', "Prizzi's Honor", 'Starlift', 'Taxi!', 'In This Our Life', 'Moby Dick', 'Under the Volcano', 'Ziegfeld Follies', 'Love and Bullets', 'Broadway Melody of 1938', 'Blonde Crazy', 'Lady Killer', 'The Misfits', 'Beat the Devil', 'Phantom of the Rue Morgue', 'The Treasure of the Sierra Madre', 'The West Point Story', 'The List of Adrian Messenger', 'The Chocolate Soldier', 'The Unforgiven', 'Broadway Melody of 1936', 'Always Leave Them Laughing', 'Kid Millions', 'The Red Badge of Courage', 'The Kremlin Letter', 'Born to Dance', 'Wise Blood', 'It Happened on Fifth Avenue', 'Barbary Coast Gent']]
Predicted Ans:    The Life and Times of Judge Roy Bean
Predicted Path:   The Maltese Falcon --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean
Path (Raw):       The Maltese Falcon --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[No Operation]--> The Life and Times of Judge Roy Bean
Neg LogProb(↓):   1.278449
Path Entropy(↓):  2.424352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by russ conway were released in which years
Start Entity:     Russ Conway
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Russ Conway --[(INV) starred_actors]--> The Screaming Skull --[release_year]--> 1958
Path (Raw):       Russ Conway --[No Operation]--> Russ Conway --[(INV) starred_actors]--> The Screaming Skull --[release_year]--> 1958
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is beyond the clouds
Start Entity:     Beyond the Clouds
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Beyond the Clouds --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Beyond the Clouds --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.013209
Path Entropy(↓):  0.081617
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of stop - loss
Start Entity:     Stop-Loss
Gold Answer:      [['Brendan Sexton III', 'Chloë Sevigny', 'Hilary Swank', 'Peter Sarsgaard']]
Predicted Ans:    Channing Tatum
Predicted Path:   Stop-Loss --[directed_by]--> Kimberly Peirce --[(INV) directed_by]--> Stop-Loss --[starred_actors]--> Channing Tatum
Path (Raw):       Stop-Loss --[directed_by]--> Kimberly Peirce --[(INV) directed_by]--> Stop-Loss --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.593065
Path Entropy(↓):  1.132949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film romancing the stone are directed by who
Start Entity:     Romancing the Stone
Gold Answer:      [['Jerry Zucker', 'Marshall Herskovitz', 'Michael Lessac', 'Sally Field', 'Larry Karaszewski', 'Scott Alexander', 'Peter Hyams', 'Fritz Lang', 'Arthur Hiller', 'Adrian Lyne', 'Ivan Reitman', 'Joseph Anthony', 'John Huston', 'Michael Crichton', 'Bob Clark', 'Lewis Teague', 'Harald Zwart', 'Jeff Kanew', 'Barry Levinson', 'Jeremy Joe Kronsberg', 'Steven Hilliard Stern', 'David Mamet', 'Brian Koppelman', 'David Levien', 'James L. Brooks', 'Jon Turteltaub', 'Mike Cahill', 'David Seltzer', 'Penny Marshall', 'John Whitesell', 'Clark Johnson', 'Barry Sonnenfeld', 'Lawrence Kasdan', 'Richard LaGravenese', 'Ridley Scott', 'Ken Russell', 'Bernard McEveety', 'John Leekley', 'John Waters', 'Andrew Davis', 'Joel Schumacher', 'Sofia Coppola', 'Francis Ford Coppola', 'Jake Paltrow', 'Gary Fleder', 'Michael Winner', 'Herbert Ross', 'Danny DeVito', 'Sam Weisman', 'Jim Abrahams', 'Curtis Hanson', 'David Zucker', 'Peter Askin', 'Stephen Hopkins', 'Fred Schepisi', 'Tim Burton', 'Mark Waters', 'Carl Reiner', 'Norman Jewison', 'David Fincher', "Dean O'Flaherty", 'Philippe Mora', 'Paul Verhoeven', 'Brian De Palma', 'Rob Reiner', 'James Bridges']]
Predicted Ans:    Peter Hyams
Predicted Path:   Romancing the Stone --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[directed_by]--> Peter Hyams
Path (Raw):       Romancing the Stone --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[directed_by]--> Peter Hyams
Neg LogProb(↓):   0.176779
Path Entropy(↓):  0.739320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film just friends were in which genres
Start Entity:     Just Friends
Gold Answer:      [['Sport', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Just Friends --[starred_actors]--> Anna Faris --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Path (Raw):       Just Friends --[starred_actors]--> Anna Faris --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Neg LogProb(↓):   0.353692
Path Entropy(↓):  1.238662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe comanche station
Start Entity:     Comanche Station
Gold Answer:      [['budd boetticher']]
Predicted Ans:    budd boetticher
Predicted Path:   Comanche Station --[has_tags]--> budd boetticher --[(INV) has_tags]--> Ride Lonesome --[has_tags]--> budd boetticher
Path (Raw):       Comanche Station --[has_tags]--> budd boetticher --[(INV) has_tags]--> Ride Lonesome --[has_tags]--> budd boetticher
Neg LogProb(↓):   0.176610
Path Entropy(↓):  0.448047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by tomoko ai were released in which years
Start Entity:     Tomoko Ai
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Tomoko Ai --[(INV) starred_actors]--> Terror of Mechagodzilla --[release_year]--> 1975
Path (Raw):       Tomoko Ai --[No Operation]--> Tomoko Ai --[(INV) starred_actors]--> Terror of Mechagodzilla --[release_year]--> 1975
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the monitor
Start Entity:     The Monitor
Gold Answer:      [['Pål Sletaune']]
Predicted Ans:    Pål Sletaune
Predicted Path:   The Monitor --[directed_by]--> Pål Sletaune --[(INV) directed_by]--> The Monitor --[directed_by]--> Pål Sletaune
Path (Raw):       The Monitor --[directed_by]--> Pål Sletaune --[(INV) directed_by]--> The Monitor --[directed_by]--> Pål Sletaune
Neg LogProb(↓):   0.000922
Path Entropy(↓):  0.007361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of alan young starred movies
Start Entity:     Alan Young
Gold Answer:      [['1960', '2002']]
Predicted Ans:    1960
Predicted Path:   Alan Young --[(INV) starred_actors]--> The Time Machine --[release_year]--> 1960
Path (Raw):       Alan Young --[No Operation]--> Alan Young --[(INV) starred_actors]--> The Time Machine --[release_year]--> 1960
Neg LogProb(↓):   0.067230
Path Entropy(↓):  0.240562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the dawn rider
Start Entity:     The Dawn Rider
Gold Answer:      [['Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Dudley Nichols', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Charles Schnee', 'Robin Moore', 'Jo Swerling', 'Ernest K. Gann', 'Harry Julian Fink', 'Kathryn Bigelow', 'Harry Brown', 'Ernest Haycox', 'C.E. Scoggins', 'Scott Hale', 'Miles Hood Swarthout', 'Burt Kennedy', 'Ladislas Fodor', 'Dorothy M. Johnson', 'Neil H. Swanson', 'Rita M. Fink', 'Frank S. Nugent', 'James Warner Bellah', 'Andrew J. Fenady', 'James Edward Grant', 'Leslie Bohem', 'William Dale Jennings', 'Wendell Mayes', 'Andrew Geer', 'Marguerite Roberts', 'Garland Roark', 'Stephen Gaghan', 'Charles Portis', 'Alan Le May', 'Thelma Strabel', 'Maurice Walsh', 'James Oliver Curwood', 'Irving Ravetch', 'Harold Bell Wright', 'James Bassett', 'Borden Chase', 'Martha Hyer', 'Rex Beach', 'John Lee Hancock', 'Clair Huffaker', "Louis L'Amour", 'William L. White', 'Lawrence Hazard', 'James Kevin McGuinness', 'Leigh Brackett', 'Jules Furthman', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'Tom Reed', 'George Owen', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', "Eugene O'Neill", 'Willis Goldbeck']]
Predicted Ans:    Leigh Brackett
Predicted Path:   The Dawn Rider --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       The Dawn Rider --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.795943
Path Entropy(↓):  3.416672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of filip remunda
Start Entity:     Filip Remunda
Gold Answer:      [['Vít Klusák']]
Predicted Ans:    Filip Remunda
Predicted Path:   Filip Remunda --[(INV) written_by]--> Czech Dream --[written_by]--> Filip Remunda
Path (Raw):       Filip Remunda --[No Operation]--> Filip Remunda --[(INV) written_by]--> Czech Dream --[written_by]--> Filip Remunda
Neg LogProb(↓):   0.006260
Path Entropy(↓):  0.037906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of wasabi
Start Entity:     Wasabi
Gold Answer:      [['2008', '2003', '1993', '2006', '1985', '1998', '2010', '2004', '2014', '2001', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1987']]
Predicted Ans:    2005
Predicted Path:   Wasabi --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[release_year]--> 2005
Path (Raw):       Wasabi --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[release_year]--> 2005
Neg LogProb(↓):   1.273799
Path Entropy(↓):  2.479829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the cobbler were directed by who
Start Entity:     The Cobbler
Gold Answer:      [['Giulio Paradisi', 'Thomas McCarthy']]
Predicted Ans:    Thomas McCarthy
Predicted Path:   The Cobbler --[written_by]--> Thomas McCarthy --[(INV) written_by]--> The Visitor --[directed_by]--> Thomas McCarthy
Path (Raw):       The Cobbler --[written_by]--> Thomas McCarthy --[(INV) written_by]--> The Visitor --[directed_by]--> Thomas McCarthy
Neg LogProb(↓):   0.049213
Path Entropy(↓):  0.244354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter edward kaufman co - wrote films with who
Start Entity:     Edward Kaufman
Gold Answer:      [['Kenneth S. Webb', 'Dwight Taylor', 'Samuel Hoffenstein', 'Dorothy Yost', 'George Marion Jr.']]
Predicted Ans:    Samuel Hoffenstein
Predicted Path:   Edward Kaufman --[(INV) written_by]--> The Gay Divorcee --[written_by]--> Samuel Hoffenstein
Path (Raw):       Edward Kaufman --[No Operation]--> Edward Kaufman --[(INV) written_by]--> The Gay Divorcee --[written_by]--> Samuel Hoffenstein
Neg LogProb(↓):   0.478597
Path Entropy(↓):  0.939090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film enduring love starred which actors
Start Entity:     Enduring Love
Gold Answer:      [['Samantha Morton', 'Daniel Craig']]
Predicted Ans:    Samantha Morton
Predicted Path:   Enduring Love --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Path (Raw):       Enduring Love --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.597251
Path Entropy(↓):  0.973555
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the hurt locker
Start Entity:     The Hurt Locker
Gold Answer:      [['1995', '1934', '2000', '1989', '1991', '1987', '2012']]
Predicted Ans:    1987
Predicted Path:   The Hurt Locker --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Path (Raw):       The Hurt Locker --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Neg LogProb(↓):   0.092416
Path Entropy(↓):  0.406835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie in too deep
Start Entity:     In Too Deep
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1935', '2007', '1968', '1998', '2009', '2004', '2014', '1995', '2001', '1996', '2002', '2012', '2013', '2000', '1964', '1997', '1975', '2005', '1999']]
Predicted Ans:    1968
Predicted Path:   In Too Deep --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       In Too Deep --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.974394
Path Entropy(↓):  2.294649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote congorama
Start Entity:     Congorama
Gold Answer:      [['Philippe Falardeau']]
Predicted Ans:    Philippe Falardeau
Predicted Path:   Congorama --[written_by]--> Philippe Falardeau --[(INV) written_by]--> The Left-Hand Side of the Fridge --[directed_by]--> Philippe Falardeau
Path (Raw):       Congorama --[written_by]--> Philippe Falardeau --[(INV) written_by]--> The Left-Hand Side of the Fridge --[directed_by]--> Philippe Falardeau
Neg LogProb(↓):   0.072596
Path Entropy(↓):  0.256119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by marvin kren
Start Entity:     Marvin Kren
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Marvin Kren --[(INV) directed_by]--> Rammbock --[in_language]--> German
Path (Raw):       Marvin Kren --[No Operation]--> Marvin Kren --[(INV) directed_by]--> Rammbock --[in_language]--> German
Neg LogProb(↓):   0.005458
Path Entropy(↓):  0.033807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the blair witch project
Start Entity:     The Blair Witch Project
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Blair Witch Project --[starred_actors]--> Joshua Leonard --[(INV) starred_actors]--> Humpday --[has_genre]--> Comedy
Path (Raw):       The Blair Witch Project --[starred_actors]--> Joshua Leonard --[(INV) starred_actors]--> Humpday --[has_genre]--> Comedy
Neg LogProb(↓):   0.003088
Path Entropy(↓):  0.022996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in smokey and the bandit ii
Start Entity:     Smokey and the Bandit II
Gold Answer:      [['Burt Reynolds', 'Jerry Reed', 'Dom DeLuise', 'Jackie Gleason']]
Predicted Ans:    Burt Reynolds
Predicted Path:   Smokey and the Bandit II --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Path (Raw):       Smokey and the Bandit II --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   0.953749
Path Entropy(↓):  1.702641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of wild bill was who
Start Entity:     Wild Bill
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Dexter Fletcher
Predicted Path:   Wild Bill --[directed_by]--> Dexter Fletcher --[(INV) directed_by]--> Sunshine on Leith --[directed_by]--> Dexter Fletcher
Path (Raw):       Wild Bill --[directed_by]--> Dexter Fletcher --[(INV) directed_by]--> Sunshine on Leith --[directed_by]--> Dexter Fletcher
Neg LogProb(↓):   0.033259
Path Entropy(↓):  0.156774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by jonathan tucker were in which languages
Start Entity:     Jonathan Tucker
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jonathan Tucker --[(INV) starred_actors]--> The Deep End --[in_language]--> English
Path (Raw):       Jonathan Tucker --[No Operation]--> Jonathan Tucker --[(INV) starred_actors]--> The Deep End --[in_language]--> English
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by a shot in the dark actors release
Start Entity:     A Shot in the Dark
Gold Answer:      [['1980', '1970', '1959', '1993', '2006', '1985', '1967', '1979', '1968', '1963', '1957', '2004', '1982', '1943', '1983', '1938', '2012', '1961', '1955', '1978', '1964', '1975', '1966', '1950', '1937', '1969', '1952', '1958']]
Predicted Ans:    1985
Predicted Path:   A Shot in the Dark --[starred_actors]--> Herbert Lom --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Path (Raw):       A Shot in the Dark --[starred_actors]--> Herbert Lom --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Neg LogProb(↓):   1.840654
Path Entropy(↓):  2.644130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film moonlighting
Start Entity:     Moonlighting
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Moonlighting --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Path (Raw):       Moonlighting --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   2.503490
Path Entropy(↓):  4.145265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the cobbler
Start Entity:     The Cobbler
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Biography', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Thriller', 'Adventure', 'History', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Cobbler --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Path (Raw):       The Cobbler --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Neg LogProb(↓):   0.975266
Path Entropy(↓):  1.866304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the squeeze fall under
Start Entity:     The Squeeze
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Squeeze --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Squeeze --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.110266
Path Entropy(↓):  4.397395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by matthew porterfield released
Start Entity:     Matthew Porterfield
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Matthew Porterfield --[(INV) directed_by]--> Putty Hill --[release_year]--> 2010
Path (Raw):       Matthew Porterfield --[No Operation]--> Matthew Porterfield --[(INV) directed_by]--> Putty Hill --[release_year]--> 2010
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with ria kataja
Start Entity:     Ria Kataja
Gold Answer:      [['Martti Suosalo', 'Outi Mäenpää']]
Predicted Ans:    Ria Kataja
Predicted Path:   Ria Kataja --[(INV) starred_actors]--> Black Ice --[starred_actors]--> Ria Kataja
Path (Raw):       Ria Kataja --[No Operation]--> Ria Kataja --[(INV) starred_actors]--> Black Ice --[starred_actors]--> Ria Kataja
Neg LogProb(↓):   0.874742
Path Entropy(↓):  1.081123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by demonlover actors
Start Entity:     Demonlover
Gold Answer:      [['French', 'Danish', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Demonlover --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[in_language]--> French
Path (Raw):       Demonlover --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[in_language]--> French
Neg LogProb(↓):   0.070240
Path Entropy(↓):  0.300348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie zarafa
Start Entity:     Zarafa
Gold Answer:      [['2008']]
Predicted Ans:    2012
Predicted Path:   Zarafa --[written_by]--> Rémi Bezançon --[(INV) written_by]--> Zarafa --[release_year]--> 2012
Path (Raw):       Zarafa --[written_by]--> Rémi Bezançon --[(INV) written_by]--> Zarafa --[release_year]--> 2012
Neg LogProb(↓):   0.001917
Path Entropy(↓):  0.013901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the movie the cocoanuts
Start Entity:     The Cocoanuts
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Cocoanuts --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Cocoanuts --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.255288
Path Entropy(↓):  4.562677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film space cowboys released
Start Entity:     Space Cowboys
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Space Cowboys --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Space Cowboys --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.079202
Path Entropy(↓):  4.450865
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of mulan
Start Entity:     Mulan
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Animation
Predicted Path:   Mulan --[directed_by]--> Barry Cook --[(INV) directed_by]--> Mulan --[has_genre]--> Animation
Path (Raw):       Mulan --[directed_by]--> Barry Cook --[(INV) directed_by]--> Mulan --[has_genre]--> Animation
Neg LogProb(↓):   0.058879
Path Entropy(↓):  0.223750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by harriet andersson in
Start Entity:     Harriet Andersson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Harriet Andersson --[(INV) starred_actors]--> The Girls --[has_genre]--> Drama
Path (Raw):       Harriet Andersson --[No Operation]--> Harriet Andersson --[(INV) starred_actors]--> The Girls --[has_genre]--> Drama
Neg LogProb(↓):   0.073757
Path Entropy(↓):  0.256481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the war wagon
Start Entity:     The War Wagon
Gold Answer:      [['Audie Murphy', 'Barry Sullivan', 'Barbara Eden', 'Elvis Presley']]
Predicted Ans:    John Wayne
Predicted Path:   The War Wagon --[written_by]--> Clair Huffaker --[(INV) written_by]--> The War Wagon --[starred_actors]--> John Wayne
Path (Raw):       The War Wagon --[written_by]--> Clair Huffaker --[(INV) written_by]--> The War Wagon --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.260040
Path Entropy(↓):  0.676323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films directed by the director of the smiling lieutenant
Start Entity:     The Smiling Lieutenant
Gold Answer:      [['French', 'English', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   The Smiling Lieutenant --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Path (Raw):       The Smiling Lieutenant --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   0.177830
Path Entropy(↓):  0.537119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of blood, guts, bullets and octane
Start Entity:     Blood, Guts, Bullets and Octane
Gold Answer:      [['Joe Carnahan']]
Predicted Ans:    Joe Carnahan
Predicted Path:   Blood, Guts, Bullets and Octane --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[directed_by]--> Joe Carnahan
Path (Raw):       Blood, Guts, Bullets and Octane --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[directed_by]--> Joe Carnahan
Neg LogProb(↓):   0.384475
Path Entropy(↓):  0.878970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with kirsten smith
Start Entity:     Kirsten Smith
Gold Answer:      [['Karen McCullah', 'Amanda Brown']]
Predicted Ans:    Kirsten Smith
Predicted Path:   Kirsten Smith --[(INV) written_by]--> 10 Things I Hate About You --[written_by]--> Kirsten Smith
Path (Raw):       Kirsten Smith --[No Operation]--> Kirsten Smith --[(INV) written_by]--> 10 Things I Hate About You --[written_by]--> Kirsten Smith
Neg LogProb(↓):   0.236118
Path Entropy(↓):  0.523354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed lulu on the bridge
Start Entity:     Lulu on the Bridge
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lulu on the Bridge --[directed_by]--> Paul Auster --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Path (Raw):       Lulu on the Bridge --[directed_by]--> Paul Auster --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Neg LogProb(↓):   0.027566
Path Entropy(↓):  0.125100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by lisa lovbrand
Start Entity:     Lisa Lovbrand
Gold Answer:      [['Michael Keusch']]
Predicted Ans:    Michael Keusch
Predicted Path:   Lisa Lovbrand --[(INV) starred_actors]--> Attack Force --[directed_by]--> Michael Keusch
Path (Raw):       Lisa Lovbrand --[No Operation]--> Lisa Lovbrand --[(INV) starred_actors]--> Attack Force --[directed_by]--> Michael Keusch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by vivien leigh
Start Entity:     Vivien Leigh
Gold Answer:      [['1995', '1939', '1951', '1940', '1938', '1965', '1945', '1941', '1937', '1984', '1931']]
Predicted Ans:    1965
Predicted Path:   Vivien Leigh --[(INV) starred_actors]--> Ship of Fools --[release_year]--> 1965
Path (Raw):       Vivien Leigh --[No Operation]--> Vivien Leigh --[(INV) starred_actors]--> Ship of Fools --[release_year]--> 1965
Neg LogProb(↓):   1.541444
Path Entropy(↓):  1.920627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed ordinary decent criminal
Start Entity:     Ordinary Decent Criminal
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ordinary Decent Criminal --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal --[has_genre]--> Drama
Path (Raw):       Ordinary Decent Criminal --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal --[has_genre]--> Drama
Neg LogProb(↓):   0.693388
Path Entropy(↓):  0.695616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by kyle killen
Start Entity:     Kyle Killen
Gold Answer:      [['Scenic Route', 'The Beaver']]
Predicted Ans:    Scenic Route
Predicted Path:   Kyle Killen --[(INV) written_by]--> Scenic Route --[written_by]--> Kyle Killen --[(INV) written_by]--> Scenic Route
Path (Raw):       Kyle Killen --[(INV) written_by]--> Scenic Route --[written_by]--> Kyle Killen --[(INV) written_by]--> Scenic Route
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by patricia hearst
Start Entity:     Patricia Hearst
Gold Answer:      [['Paul Schrader']]
Predicted Ans:    Paul Schrader
Predicted Path:   Patricia Hearst --[(INV) written_by]--> Patty Hearst --[directed_by]--> Paul Schrader
Path (Raw):       Patricia Hearst --[No Operation]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst --[directed_by]--> Paul Schrader
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie penny serenade
Start Entity:     Penny Serenade
Gold Answer:      [['Thornton Wilder', 'Harry Chandlee', 'Frank Craven', 'Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Dudley Nichols', 'Matthew Josephson', 'Bouck White', 'Hartzell Spence', 'Dorothy Parker', 'Robert Towne', 'Norman Panama', 'Dale Van Every', 'Melville Shavelson', 'Curt Goetz', 'Leo Townsend', 'Donald Ogden Stewart', 'Nunnally Johnson', 'Rudyard Kipling', 'Stanley Shapiro', 'Ben Hecht', 'Charles MacArthur', 'Viña Delmar', 'Ernest Pagano', 'Arthur Richman', 'P.J. Wolfson', 'Julius J. Epstein', 'Philip G. Epstein', 'Henri Rochard', 'David Dodge', 'Jonathan Latimer', 'William Durkee', 'Anne Parrish', 'Martin Scorsese', 'George Tabori', 'Warren Beatty', "George O'Neil", 'Harvey Fergusson', 'Paul Osborn', 'Jack Jevne', 'Eddie Moran', 'Lawrence Edward Watkin', 'Leonardo Bercovici', 'Joel Sayre', 'Steve Fisher', 'John Michael Hayes', 'Charles Hoffman', 'Melvin Frank', 'Oscar Hammerstein II', 'Hugh Williams', 'Marc Behm', 'Richard Brooks', 'Joseph L. Mankiewicz', 'Robert E. Sherwood', 'Elmer Rice', 'Elizabeth Page', 'Josephine Lawrence', 'Helen Leary', 'Philip Barry', 'Eric Hodgins', 'Clarence Day', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Alice Duer Miller', 'Charles Lederer', 'Sidney Buchman', 'Ingmar Bergman', 'Edna Ferber', 'Alfred Lewis Levitt', 'Fred Guiol', 'Margaret Landon', 'Sidney Harmon', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Jules Furthman', 'Herbert Baker', 'Margaret Vyner', 'Bessie Breuer', 'Don Hartman', 'Theodore Bonnet', 'Joseph Stone', 'John Bright', 'Edward Anhalt', 'Mildred Cram', 'Casey Robinson', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'C.S. Forester', 'Will B. Johnstone', 'Edna Anhalt', 'Edith Wharton', 'Howard Estabrook', 'Maurice Richlin', 'Peter Stone', 'Leo McCarey', 'Mae West', 'Dalton Trumbo', 'Harold Bell Wright', 'Paul King', 'Eric Hatch', 'Compton MacKenzie', 'Norman Krasna', 'Harvey F. Thew', 'Mary McCarthy']]
Predicted Ans:    Will B. Johnstone
Predicted Path:   Penny Serenade --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Path (Raw):       Penny Serenade --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Neg LogProb(↓):   1.638633
Path Entropy(↓):  2.641784
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of answers to nothing starred who
Start Entity:     Answers to Nothing
Gold Answer:      [['William Hurt', 'Amber Heard', 'Zach Gilford']]
Predicted Ans:    Barbara Hershey
Predicted Path:   Answers to Nothing --[directed_by]--> Matthew Leutwyler --[(INV) directed_by]--> Answers to Nothing --[starred_actors]--> Barbara Hershey
Path (Raw):       Answers to Nothing --[directed_by]--> Matthew Leutwyler --[(INV) directed_by]--> Answers to Nothing --[starred_actors]--> Barbara Hershey
Neg LogProb(↓):   0.008125
Path Entropy(↓):  0.047795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the main language in loft
Start Entity:     Loft
Gold Answer:      [['Flemish']]
Predicted Ans:    Japanese
Predicted Path:   Loft --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Loft --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   1.879645
Path Entropy(↓):  3.073341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by m. blash
Start Entity:     M. Blash
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   M. Blash --[(INV) written_by]--> The Wait --[release_year]--> 2013
Path (Raw):       M. Blash --[No Operation]--> M. Blash --[(INV) written_by]--> The Wait --[release_year]--> 2013
Neg LogProb(↓):   0.032092
Path Entropy(↓):  0.140225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of ponyo
Start Entity:     Ponyo
Gold Answer:      [['Biography', 'Drama', 'Fantasy', 'Animation', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Ponyo --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Whisper of the Heart --[has_genre]--> Drama
Path (Raw):       Ponyo --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Whisper of the Heart --[has_genre]--> Drama
Neg LogProb(↓):   0.922591
Path Entropy(↓):  1.438454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film brotherhood
Start Entity:     Brotherhood
Gold Answer:      [['Nicolo Donato']]
Predicted Ans:    Will Canon
Predicted Path:   Brotherhood --[directed_by]--> Will Canon --[(INV) directed_by]--> Brotherhood --[directed_by]--> Will Canon
Path (Raw):       Brotherhood --[directed_by]--> Will Canon --[(INV) directed_by]--> Brotherhood --[directed_by]--> Will Canon
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film be with me were released in which years
Start Entity:     Be with Me
Gold Answer:      [['1997']]
Predicted Ans:    2005
Predicted Path:   Be with Me --[directed_by]--> Eric Khoo --[(INV) directed_by]--> Be with Me --[release_year]--> 2005
Path (Raw):       Be with Me --[directed_by]--> Eric Khoo --[(INV) directed_by]--> Be with Me --[release_year]--> 2005
Neg LogProb(↓):   0.256291
Path Entropy(↓):  0.534540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you give a few words describing what birthday girl is about
Start Entity:     Birthday Girl
Gold Answer:      [['nicole kidman', 'mathieu kassovitz', 'vincent cassel']]
Predicted Ans:    vincent cassel
Predicted Path:   Birthday Girl --[has_tags]--> vincent cassel --[(INV) has_tags]--> Adrift --[has_tags]--> vincent cassel
Path (Raw):       Birthday Girl --[has_tags]--> vincent cassel --[(INV) has_tags]--> Adrift --[has_tags]--> vincent cassel
Neg LogProb(↓):   0.152348
Path Entropy(↓):  0.419391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of max ryan starred movies
Start Entity:     Max Ryan
Gold Answer:      [['1972', '2014', '2009']]
Predicted Ans:    1972
Predicted Path:   Max Ryan --[(INV) starred_actors]--> Rage --[release_year]--> 1972
Path (Raw):       Max Ryan --[No Operation]--> Max Ryan --[(INV) starred_actors]--> Rage --[release_year]--> 1972
Neg LogProb(↓):   0.830840
Path Entropy(↓):  1.061117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by david a. armstrong released
Start Entity:     David A. Armstrong
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   David A. Armstrong --[(INV) directed_by]--> Pawn --[release_year]--> 2013
Path (Raw):       David A. Armstrong --[No Operation]--> David A. Armstrong --[(INV) directed_by]--> Pawn --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the ghoul
Start Entity:     The Ghoul
Gold Answer:      [['The Man They Could Not Hang', 'Doomed to Die', 'Helen of Troy', 'Abbott and Costello Meet Dr. Jekyll and Mr. Hyde', 'The Comedy of Terrors', 'The Lodger', "King Solomon's Mines", 'Suspicion', 'The Howards of Virginia', 'Bedlam', 'The Body Snatcher', 'The Ape', 'Black Sabbath', 'The Strange Door', 'Commandos Strike at Dawn', 'Invisible Agent', 'The Invisible Ray', 'The Winslow Boy', 'Frankenstein', 'The Walking Dead', 'On Borrowed Time', 'Becky Sharp', 'The Raven', 'The Mask of Fu Manchu', 'Abbott and Costello Meet the Killer, Boris Karloff', 'Lured', 'The Invisible Man Returns', 'The Old Dark House', 'The Black Room', 'The Haunted Strangler', 'The Fatal Hour', 'House of Frankenstein', 'The Devil Commands', 'Isle of the Dead', 'Black Friday', 'Unconquered', 'The Ghost of Frankenstein', 'Charlie Chan at the Opera', 'The Mummy', 'The Lost Patrol', 'The Black Cat', 'British Intelligence', 'Son of Frankenstein', 'Beware of Pity', 'Richard III']]
Predicted Ans:    The Winslow Boy
Predicted Path:   The Ghoul --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy
Path (Raw):       The Ghoul --[starred_actors]--> Cedric Hardwicke --[No Operation]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy
Neg LogProb(↓):   0.783566
Path Entropy(↓):  1.477636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by trish doolan
Start Entity:     Trish Doolan
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Trish Doolan --[(INV) directed_by]--> April's Shower --[has_genre]--> Comedy
Path (Raw):       Trish Doolan --[No Operation]--> Trish Doolan --[(INV) directed_by]--> April's Shower --[has_genre]--> Comedy
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by bangkok dangerous actors
Start Entity:     Bangkok Dangerous
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Bangkok Dangerous --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Path (Raw):       Bangkok Dangerous --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.288179
Path Entropy(↓):  0.939738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of crimes of passion
Start Entity:     Crimes of Passion
Gold Answer:      [['Larry Kramer', 'Bram Stoker', 'Len Deighton', 'Paddy Chayefsky', 'Brad Steiger', 'Chaw Mank', 'Ken Russell', 'Sandy Wilson', 'Christopher Logue', 'David Hines', 'Aldous Huxley', 'John Whiting', 'Melvyn Bragg', 'Catherine Drinker Bowen', 'Barbara von Meck', 'Oscar Wilde', 'Pete Townshend', 'Lord Byron', 'Percy Bysshe Shelley']]
Predicted Ans:    Ken Russell
Predicted Path:   Crimes of Passion --[directed_by]--> Ken Russell --[(INV) directed_by]--> Lisztomania --[written_by]--> Ken Russell
Path (Raw):       Crimes of Passion --[directed_by]--> Ken Russell --[(INV) directed_by]--> Lisztomania --[written_by]--> Ken Russell
Neg LogProb(↓):   0.866057
Path Entropy(↓):  1.215812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is lipstick
Start Entity:     Lipstick
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lipstick --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Lipstick --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.107016
Path Entropy(↓):  4.374064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of fright night
Start Entity:     Fright Night
Gold Answer:      [['Don Gordon', 'Paul Clemens', 'Bibi Besch', 'Alex Vincent', 'Catherine Hicks', 'Vera Miles', 'Joe Mantegna', 'Brad Dourif', 'Chris Sarandon', 'Ronny Cox', 'Michael Constantine', 'Lucinda Jenney', 'Meg Tilly', 'Anthony Perkins', 'Robert Loggia', 'Robert John Burke']]
Predicted Ans:    Roddy McDowall
Predicted Path:   Fright Night --[written_by]--> Tom Holland --[(INV) written_by]--> Fright Night --[starred_actors]--> Roddy McDowall
Path (Raw):       Fright Night --[written_by]--> Tom Holland --[(INV) written_by]--> Fright Night --[starred_actors]--> Roddy McDowall
Neg LogProb(↓):   1.491390
Path Entropy(↓):  1.799817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed piter fm
Start Entity:     Piter FM
Gold Answer:      [['Oksana Bychkova']]
Predicted Ans:    Oksana Bychkova
Predicted Path:   Piter FM --[directed_by]--> Oksana Bychkova --[(INV) directed_by]--> Piter FM --[directed_by]--> Oksana Bychkova
Path (Raw):       Piter FM --[directed_by]--> Oksana Bychkova --[(INV) directed_by]--> Piter FM --[directed_by]--> Oksana Bychkova
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for private parts
Start Entity:     Private Parts
Gold Answer:      [['Michael Kalesniko', 'Len Blum', 'Howard Stern']]
Predicted Ans:    Howard Stern
Predicted Path:   Private Parts --[written_by]--> Howard Stern --[(INV) written_by]--> Private Parts --[written_by]--> Howard Stern
Path (Raw):       Private Parts --[written_by]--> Howard Stern --[(INV) written_by]--> Private Parts --[written_by]--> Howard Stern
Neg LogProb(↓):   0.000447
Path Entropy(↓):  0.004361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by haley joel osment
Start Entity:     Haley Joel Osment
Gold Answer:      [['Elmore Leonard', 'Alvin Sargent', 'Catherine Ryan Hyde', 'Leslie Dixon', 'M. Night Shyamalan', 'Yurek Bogayevicz', 'Kevin Smith', 'Steven Spielberg', 'Brian Aldiss', 'Ian Watson', 'Tim McCanlies']]
Predicted Ans:    Kevin Smith
Predicted Path:   Haley Joel Osment --[(INV) starred_actors]--> Tusk --[written_by]--> Kevin Smith
Path (Raw):       Haley Joel Osment --[No Operation]--> Haley Joel Osment --[(INV) starred_actors]--> Tusk --[written_by]--> Kevin Smith
Neg LogProb(↓):   0.285517
Path Entropy(↓):  0.713026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Home before dark, when was it released
Start Entity:     Home Before Dark
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Home Before Dark --[release_year]--> 1958 --[(INV) release_year]--> Giants and Toys --[release_year]--> 1958
Path (Raw):       Home Before Dark --[release_year]--> 1958 --[(INV) release_year]--> Giants and Toys --[release_year]--> 1958
Neg LogProb(↓):   2.483851
Path Entropy(↓):  3.510609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film deadgirl
Start Entity:     Deadgirl
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Deadgirl --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Deadgirl --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.567075
Path Entropy(↓):  3.994270
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by michael winnick were in which genres
Start Entity:     Michael Winnick
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Winnick --[(INV) directed_by]--> Guns, Girls and Gambling --[has_genre]--> Comedy
Path (Raw):       Michael Winnick --[No Operation]--> Michael Winnick --[(INV) directed_by]--> Guns, Girls and Gambling --[has_genre]--> Comedy
Neg LogProb(↓):   0.170541
Path Entropy(↓):  0.434312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the book of life in a few words
Start Entity:     The Book of Life
Gold Answer:      [['hal hartley']]
Predicted Ans:    hal hartley
Predicted Path:   The Book of Life --[has_tags]--> hal hartley --[(INV) has_tags]--> Flirt --[has_tags]--> hal hartley
Path (Raw):       The Book of Life --[has_tags]--> hal hartley --[(INV) has_tags]--> Flirt --[has_tags]--> hal hartley
Neg LogProb(↓):   0.048360
Path Entropy(↓):  0.224294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of skidoo starred who
Start Entity:     Skidoo
Gold Answer:      [['Richard Attenborough', 'Alice Faye', 'John Gielgud', 'José Ferrer', 'Henry Fonda', 'Gene Tierney', 'Richard Conte', 'James Stewart', 'Dorothy Gish', 'Gary Cooper', 'Ralph Bellamy', 'Jane Fonda', 'Michael Caine', 'William Holden', 'Dyan Cannon', "Arthur O'Connell", 'David Niven', 'Robert Mitchum', 'Jean Seberg', 'Mylène Demongeot', 'Dana Andrews', 'Maggie McNamara', 'George Sanders', 'Linda Darnell', 'Richard Greene', 'Patricia Neal', 'Rod Steiger', 'Joan Crawford', 'Harry Belafonte', 'John Wayne', 'Laurence Olivier', 'Kim Novak', 'Marilyn Monroe', 'Lee Remick', 'Kirk Douglas', 'Tom Tryon', 'Jean Simmons', 'Ben Gazzara', 'Dorothy Dandridge', 'Arnold Stang', 'Frank Sinatra', 'Cornel Wilde', 'Clifton Webb', 'Deborah Kerr', 'Eleanor Parker', 'Vincent Price', 'Derek Jacobi', 'Charles Bickford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Skidoo --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Path (Raw):       Skidoo --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.893662
Path Entropy(↓):  1.824125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by sunu gonera starred who
Start Entity:     Sunu Gonera
Gold Answer:      [['Bernie Mac', 'Kimberly Elise', 'Terrence Howard']]
Predicted Ans:    Bernie Mac
Predicted Path:   Sunu Gonera --[(INV) directed_by]--> Pride --[starred_actors]--> Bernie Mac
Path (Raw):       Sunu Gonera --[No Operation]--> Sunu Gonera --[(INV) directed_by]--> Pride --[starred_actors]--> Bernie Mac
Neg LogProb(↓):   0.649553
Path Entropy(↓):  0.864333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie seven men from now released
Start Entity:     Seven Men from Now
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   Seven Men from Now --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Path (Raw):       Seven Men from Now --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Neg LogProb(↓):   2.604385
Path Entropy(↓):  3.700245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of evan hunter written movies
Start Entity:     Evan Hunter
Gold Answer:      [['1963', '1972', '1966', '1960', '1961', '1969']]
Predicted Ans:    1963
Predicted Path:   Evan Hunter --[(INV) written_by]--> The Birds --[release_year]--> 1963
Path (Raw):       Evan Hunter --[No Operation]--> Evan Hunter --[(INV) written_by]--> The Birds --[release_year]--> 1963
Neg LogProb(↓):   0.559288
Path Entropy(↓):  1.149634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of hot fuzz
Start Entity:     Hot Fuzz
Gold Answer:      [['A Fistful of Fingers', 'Scott Pilgrim vs. the World', 'The Adventures of Tintin', 'Shaun of the Dead', 'Paul', "The World's End"]]
Predicted Ans:    The Adventures of Tintin
Predicted Path:   Hot Fuzz --[written_by]--> Edgar Wright --[(INV) written_by]--> The Adventures of Tintin
Path (Raw):       Hot Fuzz --[No Operation]--> Hot Fuzz --[written_by]--> Edgar Wright --[(INV) written_by]--> The Adventures of Tintin
Neg LogProb(↓):   0.514390
Path Entropy(↓):  0.996969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of look at me
Start Entity:     Look at Me
Gold Answer:      [['Agnès Jaoui', 'Pierre Arditi', 'Alain Chabat', 'Anne Alvaro', 'Sabine Azéma', 'Catherine Frot', 'André Dussollier']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Look at Me --[written_by]--> Agnès Jaoui --[(INV) written_by]--> Let's Talk About the Rain --[starred_actors]--> Agnès Jaoui
Path (Raw):       Look at Me --[written_by]--> Agnès Jaoui --[(INV) written_by]--> Let's Talk About the Rain --[starred_actors]--> Agnès Jaoui
Neg LogProb(↓):   0.004976
Path Entropy(↓):  0.034857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by nikolai mullerschon
Start Entity:     Nikolai Müllerschön
Gold Answer:      [['The Red Baron']]
Predicted Ans:    The Red Baron
Predicted Path:   Nikolai Müllerschön --[(INV) directed_by]--> The Red Baron --[directed_by]--> Nikolai Müllerschön --[(INV) directed_by]--> The Red Baron
Path (Raw):       Nikolai Müllerschön --[(INV) directed_by]--> The Red Baron --[directed_by]--> Nikolai Müllerschön --[(INV) directed_by]--> The Red Baron
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by jon kasdan
Start Entity:     Jon Kasdan
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jon Kasdan --[(INV) written_by]--> The First Time --[has_genre]--> Comedy
Path (Raw):       Jon Kasdan --[No Operation]--> Jon Kasdan --[(INV) written_by]--> The First Time --[has_genre]--> Comedy
Neg LogProb(↓):   0.003409
Path Entropy(↓):  0.022739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie husbands
Start Entity:     Husbands
Gold Answer:      [['John Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Husbands --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[directed_by]--> John Cassavetes
Path (Raw):       Husbands --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[directed_by]--> John Cassavetes
Neg LogProb(↓):   0.008058
Path Entropy(↓):  0.047595
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by aaron norris were released in which years
Start Entity:     Aaron Norris
Gold Answer:      [['1996', '1995', '1991']]
Predicted Ans:    1996
Predicted Path:   Aaron Norris --[(INV) directed_by]--> Forest Warrior --[release_year]--> 1996
Path (Raw):       Aaron Norris --[No Operation]--> Aaron Norris --[(INV) directed_by]--> Forest Warrior --[release_year]--> 1996
Neg LogProb(↓):   0.576553
Path Entropy(↓):  0.985537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was santhanam an actor in
Start Entity:     Santhanam
Gold Answer:      [['Enthiran']]
Predicted Ans:    Enthiran
Predicted Path:   Santhanam --[(INV) starred_actors]--> Enthiran --[starred_actors]--> Santhanam --[(INV) starred_actors]--> Enthiran
Path (Raw):       Santhanam --[(INV) starred_actors]--> Enthiran --[starred_actors]--> Santhanam --[(INV) starred_actors]--> Enthiran
Neg LogProb(↓):   0.554842
Path Entropy(↓):  0.683245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by seema biswas
Start Entity:     Seema Biswas
Gold Answer:      [['Deepa Mehta', 'Dilip Mehta']]
Predicted Ans:    Deepa Mehta
Predicted Path:   Seema Biswas --[(INV) starred_actors]--> Cooking with Stella --[written_by]--> Deepa Mehta
Path (Raw):       Seema Biswas --[No Operation]--> Seema Biswas --[(INV) starred_actors]--> Cooking with Stella --[written_by]--> Deepa Mehta
Neg LogProb(↓):   0.595540
Path Entropy(↓):  0.756925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor amrish puri acted together with who
Start Entity:     Amrish Puri
Gold Answer:      [['Akshay Kumar', 'Priyanka Chopra', 'Salman Khan', 'Mahima Chaudhry']]
Predicted Ans:    Salman Khan
Predicted Path:   Amrish Puri --[(INV) starred_actors]--> Karan Arjun --[starred_actors]--> Salman Khan
Path (Raw):       Amrish Puri --[No Operation]--> Amrish Puri --[(INV) starred_actors]--> Karan Arjun --[starred_actors]--> Salman Khan
Neg LogProb(↓):   0.006507
Path Entropy(↓):  0.044312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie ulysses were released in which years
Start Entity:     Ulysses
Gold Answer:      [['1980', '1970', '1946', '1954', '2003', '1959', '1993', '1916', '1935', '1967', '1979', '1974', '1968', '1939', '1957', '1951', '1982', '1973', '1953', '1947', '1994', '1956', '1943', '1995', '1948', '1990', '1989', '1942', '1996', '2002', '1981', '1961', '2012', '1986', '1962', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1965', '1999', '1945', '1969', '1952', '1958']]
Predicted Ans:    1960
Predicted Path:   Ulysses --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[release_year]--> 1960
Path (Raw):       Ulysses --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[release_year]--> 1960
Neg LogProb(↓):   0.898331
Path Entropy(↓):  2.545889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie mammy were in which genres
Start Entity:     Mammy
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Mammy --[written_by]--> Irving Berlin --[(INV) written_by]--> Holiday Inn --[has_genre]--> Musical
Path (Raw):       Mammy --[written_by]--> Irving Berlin --[(INV) written_by]--> Holiday Inn --[has_genre]--> Musical
Neg LogProb(↓):   0.054665
Path Entropy(↓):  0.207870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of time after time was
Start Entity:     Time After Time
Gold Answer:      [['Nicholas Meyer']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Time After Time --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> The Day After --[directed_by]--> Nicholas Meyer
Path (Raw):       Time After Time --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> The Day After --[directed_by]--> Nicholas Meyer
Neg LogProb(↓):   0.355692
Path Entropy(↓):  0.652649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by tom wheeler were in which languages
Start Entity:     Tom Wheeler
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Tom Wheeler --[(INV) written_by]--> Puss in Boots --[in_language]--> English
Path (Raw):       Tom Wheeler --[No Operation]--> Tom Wheeler --[(INV) written_by]--> Puss in Boots --[in_language]--> English
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in arabesque
Start Entity:     Arabesque
Gold Answer:      [['French', 'English', 'Greek', 'Italian', 'German', 'Spanish']]
Predicted Ans:    German
Predicted Path:   Arabesque --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[in_language]--> German
Path (Raw):       Arabesque --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[in_language]--> German
Neg LogProb(↓):   0.931279
Path Entropy(↓):  1.747636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by john garden release
Start Entity:     John Garden
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   John Garden --[(INV) written_by]--> Double Confession --[release_year]--> 1950
Path (Raw):       John Garden --[No Operation]--> John Garden --[(INV) written_by]--> Double Confession --[release_year]--> 1950
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film the ritz
Start Entity:     The Ritz
Gold Answer:      [['Richard Lester']]
Predicted Ans:    Richard Lester
Predicted Path:   The Ritz --[directed_by]--> Richard Lester --[(INV) directed_by]--> How I Won the War --[directed_by]--> Richard Lester
Path (Raw):       The Ritz --[directed_by]--> Richard Lester --[(INV) directed_by]--> How I Won the War --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.873165
Path Entropy(↓):  1.488469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with wait until dark fall under
Start Entity:     Wait Until Dark
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Wait Until Dark --[directed_by]--> Terence Young --[(INV) directed_by]--> The Valachi Papers --[has_genre]--> Crime
Path (Raw):       Wait Until Dark --[directed_by]--> Terence Young --[(INV) directed_by]--> The Valachi Papers --[has_genre]--> Crime
Neg LogProb(↓):   0.605353
Path Entropy(↓):  0.881234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by herbert j. biberman were directed by who
Start Entity:     Herbert J. Biberman
Gold Answer:      [['Charles Vidor']]
Predicted Ans:    Michael Wilson
Predicted Path:   Herbert J. Biberman --[(INV) directed_by]--> Salt of the Earth --[written_by]--> Michael Wilson
Path (Raw):       Herbert J. Biberman --[No Operation]--> Herbert J. Biberman --[(INV) directed_by]--> Salt of the Earth --[written_by]--> Michael Wilson
Neg LogProb(↓):   0.082520
Path Entropy(↓):  0.288485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose directors also directed dead bang
Start Entity:     Dead Bang
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Dead Bang --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       Dead Bang --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   1.063518
Path Entropy(↓):  1.315779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by tetsuya nakashima release
Start Entity:     Tetsuya Nakashima
Gold Answer:      [['2006', '2014', '2010']]
Predicted Ans:    2014
Predicted Path:   Tetsuya Nakashima --[(INV) directed_by]--> The World of Kanako --[release_year]--> 2014
Path (Raw):       Tetsuya Nakashima --[No Operation]--> Tetsuya Nakashima --[(INV) directed_by]--> The World of Kanako --[release_year]--> 2014
Neg LogProb(↓):   0.228988
Path Entropy(↓):  0.574554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by zoe kazan fall under
Start Entity:     Zoe Kazan
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Zoe Kazan --[(INV) written_by]--> Ruby Sparks --[has_genre]--> Comedy
Path (Raw):       Zoe Kazan --[No Operation]--> Zoe Kazan --[(INV) written_by]--> Ruby Sparks --[has_genre]--> Comedy
Neg LogProb(↓):   1.215498
Path Entropy(↓):  1.502674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of joseph bologna
Start Entity:     Joseph Bologna
Gold Answer:      [['Charles Grodin', 'Carole Lombard', 'Carol Kane', 'Stockard Channing', 'Gene Wilder', 'Renée Taylor', 'James Stewart', 'Jeff Goldblum', 'Paul Sorvino', 'Michelle Johnson', 'Valerie Harper', 'Jessica Harper', 'Judith Ivey', "Peter O'Toole", 'Michael Caine']]
Predicted Ans:    Michael Caine
Predicted Path:   Joseph Bologna --[(INV) starred_actors]--> Blame It on Rio --[starred_actors]--> Michael Caine
Path (Raw):       Joseph Bologna --[No Operation]--> Joseph Bologna --[(INV) starred_actors]--> Blame It on Rio --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.422769
Path Entropy(↓):  1.140194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by jon spaihts
Start Entity:     Jon Spaihts
Gold Answer:      [['Idris Elba', 'Noomi Rapace', 'Michael Fassbender', 'Charlize Theron']]
Predicted Ans:    Noomi Rapace
Predicted Path:   Jon Spaihts --[(INV) written_by]--> Prometheus --[starred_actors]--> Noomi Rapace
Path (Raw):       Jon Spaihts --[No Operation]--> Jon Spaihts --[(INV) written_by]--> Prometheus --[starred_actors]--> Noomi Rapace
Neg LogProb(↓):   0.003156
Path Entropy(↓):  0.022996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie yolanda and the thief in a few words
Start Entity:     Yolanda and the Thief
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Yolanda and the Thief --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Yolanda and the Thief --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.319132
Path Entropy(↓):  0.590695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the nobody's fool director release
Start Entity:     Nobody's Fool
Gold Answer:      [['1998', '1995', '2007', '1972', '2008', '2003', '1991', '1982', '2002', '1979', '1987', '1984', '1977']]
Predicted Ans:    1984
Predicted Path:   Nobody's Fool --[directed_by]--> Robert Benton --[(INV) directed_by]--> Places in the Heart --[release_year]--> 1984
Path (Raw):       Nobody's Fool --[directed_by]--> Robert Benton --[(INV) directed_by]--> Places in the Heart --[release_year]--> 1984
Neg LogProb(↓):   0.828221
Path Entropy(↓):  1.779176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film world war z
Start Entity:     World War Z
Gold Answer:      [['Fritz Lang', 'Edward Zwick', 'Bennett Miller', 'Quentin Tarantino', 'Ralph Bakshi', 'Tony Scott', 'Donald Petrie', 'Ethan Coen', 'Robert Redford', 'Gore Verbinski', 'Tom McGrath', 'Steven Soderbergh', 'Dominic Sena', 'Tom DiCillo', 'Andrew Dominik', 'Martin Brest', 'David Ayer', 'David Fincher', 'Terrence Malick', 'Eli Roth', 'Alan J. Pakula']]
Predicted Ans:    Terrence Malick
Predicted Path:   World War Z --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Path (Raw):       World War Z --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Neg LogProb(↓):   0.698604
Path Entropy(↓):  1.322125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by a hole in the head actors
Start Entity:     A Hole in the Head
Gold Answer:      [['Seton I. Miller', 'Jeanie Macpherson', 'Albert Maltz', 'Cornell Woolrich', 'Richard Condon', 'Gladys Hurlbut', 'Les Crutchfield', 'Howard Harris', 'Robert N. Lee', 'Sidney Kingsley', 'John Patrick', 'Rod Serling', 'Robert Wyler', 'Adolph Green', 'Betty Comden', 'Philip Yordan', 'Nunnally Johnson', 'Bernard C. Schoenfeld', 'James M. Cain', 'Margaret Kennedy', 'Leonard Kantor', 'Morton Thompson', 'Joseph Heller', 'Richard Connell', 'Earl Baldwin', 'W.R. Burnett', 'Albert Camus', 'Carl Stephenson', 'David R. Schwartz', 'Jonathan Latimer', 'Robert Lord', 'Roger Butterfield', 'James Jones', 'Abe Burrows', 'Roderick Thorp', 'Louis Weitzenkorn', 'Byron Morgan', 'Billy Wilder', 'Max Shulman', 'Robert Paul Smith', 'Sonya Levien', 'Sydney Boehm', 'Norman Lear', 'Robert Rossen', 'Lester Cole', 'Harold Robbins', 'Teddi Sherman', 'Max Catto', 'Richard Brooks', 'Abby Mann', 'Ronald Millar', 'Joseph L. Mankiewicz', 'Donald Hamilton', 'Jack London', 'Howard Lindsay', 'Neil Simon', 'Lawrence Sanders', 'Philip Barry', 'Jo Swerling', 'Harlan Ellison', 'George Froeschel', 'William Bowers', 'Robert Aldrich', 'Charles Lederer', 'Harry Crane', 'Mannie Manheim', 'William Ludwig', 'Marjorie Lawrence', 'Irving Wallace', 'Maxwell Anderson', 'Dorothy Kingsley', 'Damon Runyon', 'Lucien Hubbard', 'Joseph Jackson', 'Victor Trivas', 'Luchino Visconti', 'George Axelrod', 'Richard Alan Simmons', 'Margaret Fitts', 'Marvin H. Albert', 'Heinz Herald', 'Norman Burnstine', 'David Markson', 'Robert Riskin', 'David Westheimer', "Liam O'Brien", 'Raymond Chandler', 'Jerome Robbins', 'Mann Rubin', 'Virginia Kellogg', 'William Humphrey', 'Edward Anhalt', 'Leon G. Turrou', 'Jack Finney', 'John Huston', 'Rafael Sabatini', 'John Wexley', 'Barré Lyndon', 'Wilkie Collins', 'Georges de La Fouchardière', 'Ernest Lehman', 'Irwin Shaw', 'Jerome Weidman', 'C.S. Forester', 'Leo Rosten', 'Edna Anhalt', 'John Godey', 'AJ Carothers', 'Russell Rouse', 'Clarence Greene', 'David Belasco', 'Achmed Abdullah', 'James R. Webb', 'Joshua Logan', 'Vincent B. Evans', 'Francis Edward Faragoh', 'Gene Kelly', 'Jay Dratler', 'Richard Sale', 'Ralph Spence', 'Walter Newman', 'Nelson Algren', 'Lewis Meltzer', 'Norman Krasna', 'James Poe']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   A Hole in the Head --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       A Hole in the Head --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.206011
Path Entropy(↓):  1.984390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by george a. romero in
Start Entity:     George A. Romero
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   George A. Romero --[(INV) written_by]--> Two Evil Eyes --[has_genre]--> Horror
Path (Raw):       George A. Romero --[No Operation]--> George A. Romero --[(INV) written_by]--> Two Evil Eyes --[has_genre]--> Horror
Neg LogProb(↓):   0.127028
Path Entropy(↓):  0.436346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in one in the chamber
Start Entity:     One in the Chamber
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   One in the Chamber --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Path (Raw):       One in the Chamber --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Neg LogProb(↓):   0.637785
Path Entropy(↓):  1.348069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in in a world...
Start Entity:     In a World...
Gold Answer:      [['Paul Middleditch', 'Katie Aselton', 'Alex Gregory', 'Jake Kasdan', 'Peter Huyck', 'Cal Brunker', 'Thomas Lennon', 'Jeff Lowell', 'Steve Pink', 'Robert Ben Garant']]
Predicted Ans:    Paul Middleditch
Predicted Path:   In a World... --[starred_actors]--> Rob Corddry --[(INV) starred_actors]--> Rapture-Palooza --[directed_by]--> Paul Middleditch
Path (Raw):       In a World... --[starred_actors]--> Rob Corddry --[(INV) starred_actors]--> Rapture-Palooza --[directed_by]--> Paul Middleditch
Neg LogProb(↓):   1.211176
Path Entropy(↓):  1.782133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did aaron seltzer write the story for
Start Entity:     Aaron Seltzer
Gold Answer:      [['Date Movie', 'Spy Hard', 'Epic Movie', 'Meet the Spartans', 'The Starving Games', 'Disaster Movie', 'Vampires Suck']]
Predicted Ans:    Disaster Movie
Predicted Path:   Aaron Seltzer --[(INV) written_by]--> Disaster Movie --[written_by]--> Aaron Seltzer --[(INV) written_by]--> Disaster Movie
Path (Raw):       Aaron Seltzer --[(INV) written_by]--> Disaster Movie --[written_by]--> Aaron Seltzer --[(INV) written_by]--> Disaster Movie
Neg LogProb(↓):   1.307923
Path Entropy(↓):  2.165624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did gerard jugnot write
Start Entity:     Gérard Jugnot
Gold Answer:      [['Monsieur Batignole']]
Predicted Ans:    Monsieur Batignole
Predicted Path:   Gérard Jugnot --[(INV) written_by]--> Monsieur Batignole --[written_by]--> Gérard Jugnot --[(INV) written_by]--> Monsieur Batignole
Path (Raw):       Gérard Jugnot --[(INV) written_by]--> Monsieur Batignole --[written_by]--> Gérard Jugnot --[(INV) written_by]--> Monsieur Batignole
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by peter birro
Start Entity:     Peter Birro
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Peter Birro --[(INV) written_by]--> The New Country --[in_language]--> Swedish
Path (Raw):       Peter Birro --[No Operation]--> Peter Birro --[(INV) written_by]--> The New Country --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by edmundo desnoes
Start Entity:     Edmundo Desnoes
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Edmundo Desnoes --[(INV) written_by]--> Memories of Underdevelopment --[release_year]--> 1968
Path (Raw):       Edmundo Desnoes --[No Operation]--> Edmundo Desnoes --[(INV) written_by]--> Memories of Underdevelopment --[release_year]--> 1968
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by robin mukherjee
Start Entity:     Robin Mukherjee
Gold Answer:      [['Lore']]
Predicted Ans:    Somersault
Predicted Path:   Robin Mukherjee --[(INV) written_by]--> Lore --[written_by]--> Cate Shortland --[(INV) written_by]--> Somersault
Path (Raw):       Robin Mukherjee --[(INV) written_by]--> Lore --[written_by]--> Cate Shortland --[(INV) written_by]--> Somersault
Neg LogProb(↓):   0.044452
Path Entropy(↓):  0.178908
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The lady with the dog, when was it released
Start Entity:     The Lady with the Dog
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   The Lady with the Dog --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Lady with the Dog --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   2.285042
Path Entropy(↓):  4.127424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the jungle book 2 fall under
Start Entity:     The Jungle Book 2
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Jungle Book 2 --[starred_actors]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From? --[has_genre]--> Comedy
Path (Raw):       The Jungle Book 2 --[starred_actors]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From? --[has_genre]--> Comedy
Neg LogProb(↓):   0.486892
Path Entropy(↓):  0.841738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by crossing delancey actors
Start Entity:     Crossing Delancey
Gold Answer:      [['English']]
Predicted Ans:    Crime
Predicted Path:   Crossing Delancey --[starred_actors]--> Peter Riegert --[(INV) starred_actors]--> A Shock to the System --[has_genre]--> Crime
Path (Raw):       Crossing Delancey --[starred_actors]--> Peter Riegert --[(INV) starred_actors]--> A Shock to the System --[has_genre]--> Crime
Neg LogProb(↓):   0.801911
Path Entropy(↓):  1.341148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed patty hearst
Start Entity:     Patty Hearst
Gold Answer:      [['1980', '1978', '1997', '2008', '1990', '1992', '1942', '1982', '1999', '2002', '1979', '1987', '2013', '2007']]
Predicted Ans:    1997
Predicted Path:   Patty Hearst --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction --[release_year]--> 1997
Path (Raw):       Patty Hearst --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction --[release_year]--> 1997
Neg LogProb(↓):   0.851443
Path Entropy(↓):  1.712781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film bullet were in which genres
Start Entity:     Bullet
Gold Answer:      [['Musical', 'Music', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Bullet --[directed_by]--> Julien Temple --[(INV) directed_by]--> Absolute Beginners --[has_genre]--> Musical
Path (Raw):       Bullet --[directed_by]--> Julien Temple --[(INV) directed_by]--> Absolute Beginners --[has_genre]--> Musical
Neg LogProb(↓):   0.495041
Path Entropy(↓):  0.879831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by tom courtenay
Start Entity:     Tom Courtenay
Gold Answer:      [['Ronald Neame', 'Peter Yates', 'John Schlesinger', 'Tony Richardson', 'Peter Medak', 'Tony Mitchell', 'Michael Hoffman', 'Anatole Litvak', 'Bryan Forbes']]
Predicted Ans:    Anatole Litvak
Predicted Path:   Tom Courtenay --[(INV) starred_actors]--> The Night of the Generals --[directed_by]--> Anatole Litvak
Path (Raw):       Tom Courtenay --[No Operation]--> Tom Courtenay --[(INV) starred_actors]--> The Night of the Generals --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   1.229455
Path Entropy(↓):  1.604189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film banana joe
Start Entity:     Banana Joe
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Banana Joe --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Banana Joe --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.399361
Path Entropy(↓):  4.435935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is all is bright
Start Entity:     All Is Bright
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   All Is Bright --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       All Is Bright --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.545433
Path Entropy(↓):  5.090877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by viva las vegas actors
Start Entity:     Viva Las Vegas
Gold Answer:      [['Music', 'Documentary', 'Western', 'Musical', 'Drama', 'Comedy', 'Romance']]
Predicted Ans:    Western
Predicted Path:   Viva Las Vegas --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Flaming Star --[has_genre]--> Western
Path (Raw):       Viva Las Vegas --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Flaming Star --[has_genre]--> Western
Neg LogProb(↓):   1.052893
Path Entropy(↓):  1.817680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by eiji funakoshi fall under
Start Entity:     Eiji Funakoshi
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Eiji Funakoshi --[(INV) starred_actors]--> Fires on the Plain --[has_genre]--> War
Path (Raw):       Eiji Funakoshi --[No Operation]--> Eiji Funakoshi --[(INV) starred_actors]--> Fires on the Plain --[has_genre]--> War
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Jason lindsey was the director on which movies
Start Entity:     Jason Lindsey
Gold Answer:      [['Tapped']]
Predicted Ans:    Tapped
Predicted Path:   Jason Lindsey --[(INV) directed_by]--> Tapped --[directed_by]--> Jason Lindsey --[(INV) directed_by]--> Tapped
Path (Raw):       Jason Lindsey --[(INV) directed_by]--> Tapped --[directed_by]--> Jason Lindsey --[(INV) directed_by]--> Tapped
Neg LogProb(↓):   0.576253
Path Entropy(↓):  0.685439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does juliet prowse appear in
Start Entity:     Juliet Prowse
Gold Answer:      [['G.I. Blues']]
Predicted Ans:    King Creole
Predicted Path:   Juliet Prowse --[(INV) starred_actors]--> G.I. Blues --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> King Creole
Path (Raw):       Juliet Prowse --[(INV) starred_actors]--> G.I. Blues --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> King Creole
Neg LogProb(↓):   1.090418
Path Entropy(↓):  1.925901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in clean and sober
Start Entity:     Clean and Sober
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Short', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Clean and Sober --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       Clean and Sober --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.051517
Path Entropy(↓):  0.301171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with ugly
Start Entity:     Ugly
Gold Answer:      [['Water', 'Udaan']]
Predicted Ans:    Water
Predicted Path:   Ugly --[written_by]--> Anurag Kashyap --[(INV) written_by]--> Water
Path (Raw):       Ugly --[written_by]--> Anurag Kashyap --[(INV) written_by]--> Water --[No Operation]--> Water
Neg LogProb(↓):   0.200475
Path Entropy(↓):  0.478082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a tale of the wind
Start Entity:     A Tale of the Wind
Gold Answer:      [['Joris Ivens']]
Predicted Ans:    Joris Ivens
Predicted Path:   A Tale of the Wind --[written_by]--> Joris Ivens --[(INV) written_by]--> A Tale of the Wind --[written_by]--> Joris Ivens
Path (Raw):       A Tale of the Wind --[written_by]--> Joris Ivens --[(INV) written_by]--> A Tale of the Wind --[written_by]--> Joris Ivens
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by helen hughes
Start Entity:     Helen Hughes
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Helen Hughes --[(INV) starred_actors]--> The Incubus --[release_year]--> 1982
Path (Raw):       Helen Hughes --[No Operation]--> Helen Hughes --[(INV) starred_actors]--> The Incubus --[release_year]--> 1982
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film planet of the apes
Start Entity:     Planet of the Apes
Gold Answer:      [['Lew Wallace', 'Jeanie Macpherson', 'Marcus Luttrell', 'Bernard Gordon', 'John Patrick', 'Rosamond Lehmann', 'Arnold Schulman', 'Adam McKay', 'Philip Yordan', 'Matt Reeves', 'Tom Holland', 'Robert L. Freedman', 'Patrick Robinson', 'Beau Thorne', 'Zak Penn', 'Mark Steven Johnson', 'Eric Knight', 'Paul Dehn', 'Frank Darabont', 'Nick Murphy', 'Takeshi Kawata', 'Stephen King', 'Jakob Schuh', 'James Coburn', 'Julia Donaldson', 'David Lavallee', 'Max Lang', 'Joe Gannon', 'Axel Scheffler', 'Carl Stephenson', 'Sam Peckinpah', 'Daniel Clay', 'Bruce Lee', 'Bram Stoker', 'Mario Puzo', 'Harry Harrison', 'Tom Gries', 'Oscar Saul', 'Donna Powers', 'Quentin Tarantino', 'Alessandro Baricco', 'Alex Proyas', 'James Toback', 'Giuseppe Tornatore', 'Jim Uhls', 'Reif Larsen', 'David Harper', 'Seth MacFarlane', 'Alec Sulkin', 'Wellesley Wild', 'Ben Barzman', 'David Edgar', 'Richard Matheson', 'Tennessee Williams', 'Robert Rossen', 'Matt Orlando', 'Chuck Palahniuk', 'David Seidler', 'Tim Burton', 'William Monahan', 'Tim Sullivan', 'Frank Deasy', 'Derek Granger', 'Mark L. Lester', 'Charles Marquis Warren', 'Chris Weitz', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Michael Petroni', 'Henry James', 'Donald S. Sanford', 'James A. Michener', 'Edward Chodorov', 'Hugh Walpole', 'Brian Garfield', 'Robert Ardrey', 'Stanley Mann', 'Hossein Amini', 'John William Corrington', 'Donald Hamilton', 'Jack London', 'David O. Russell', 'John Wrathall', 'Michael Haneke', 'James Gray', 'Robert Louis Stevenson', 'David S. Goyer', 'Gene Nelson', 'Charles Sturridge', 'Al Hine', 'Irving Stone', 'Gabrielle Zevin', 'Brian Tucker', 'Lem Dobbs', 'Crispan Bolt', 'Jay Presson Allen', 'Werner Herzog', 'Fredric M. Frank', 'Peter Jackson', 'Fraser Clarke Heston', 'Linda Woolverton', "Mary O'Hara", 'Christopher Crowe', 'Nicholas Jarecki', 'Leslie Stevens', 'Mike Leigh', 'Tom Stoppard', 'Hammond Innes', 'George Fox', 'Stephen Hunter', 'Harry Julian Fink', 'Charles Perrault', 'Robert Hamer', 'Stirling Silliphant', 'Peter Berg', 'Whit Masterson', "Rockne S. O'Bannon", 'James R. Webb', 'Hideo Nakata', 'Alice Sebold', 'Hugo Butler', 'Karl Tunberg', 'Orson Welles', 'John Ridley', 'Sebastian Junger']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Planet of the Apes --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[written_by]--> Giuseppe Tornatore
Path (Raw):       Planet of the Apes --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[written_by]--> Giuseppe Tornatore
Neg LogProb(↓):   1.593087
Path Entropy(↓):  2.854926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Beth schacter directed which films
Start Entity:     Beth Schacter
Gold Answer:      [['Normal Adolescent Behavior']]
Predicted Ans:    Normal Adolescent Behavior
Predicted Path:   Beth Schacter --[(INV) directed_by]--> Normal Adolescent Behavior --[directed_by]--> Beth Schacter --[(INV) directed_by]--> Normal Adolescent Behavior
Path (Raw):       Beth Schacter --[(INV) directed_by]--> Normal Adolescent Behavior --[directed_by]--> Beth Schacter --[(INV) directed_by]--> Normal Adolescent Behavior
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the counterfeiters
Start Entity:     The Counterfeiters
Gold Answer:      [['Eric Bana', 'Charlie Hunnam', 'Simon Schwarz', 'Sophie Rois', 'Franka Potente', 'Nicolas Cage', 'Eddie Izzard', 'James Coburn', 'Michael Biehn', 'Olivia Wilde', 'Matt LeBlanc']]
Predicted Ans:    Franka Potente
Predicted Path:   The Counterfeiters --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[starred_actors]--> Franka Potente
Path (Raw):       The Counterfeiters --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[starred_actors]--> Franka Potente
Neg LogProb(↓):   0.012396
Path Entropy(↓):  0.075176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by louie rankin fall under
Start Entity:     Louie Rankin
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Louie Rankin --[(INV) starred_actors]--> Shottas --[has_genre]--> Crime
Path (Raw):       Louie Rankin --[No Operation]--> Louie Rankin --[(INV) starred_actors]--> Shottas --[has_genre]--> Crime
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of death in venice
Start Entity:     Death in Venice
Gold Answer:      [["Boccaccio '70", 'Conversation Piece', 'Rocco and His Brothers', 'Ossessione', 'Ludwig', 'The Damned', 'Bellissima', 'Senso', 'Sandra', 'The Leopard', 'The Stranger']]
Predicted Ans:    Boccaccio '70
Predicted Path:   Death in Venice --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Boccaccio '70
Path (Raw):       Death in Venice --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Boccaccio '70 --[No Operation]--> Boccaccio '70
Neg LogProb(↓):   0.660073
Path Entropy(↓):  1.640981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Mikel conrad was the director of which films
Start Entity:     Mikel Conrad
Gold Answer:      [['The Flying Saucer']]
Predicted Ans:    The Flying Saucer
Predicted Path:   Mikel Conrad --[(INV) directed_by]--> The Flying Saucer --[directed_by]--> Mikel Conrad --[(INV) directed_by]--> The Flying Saucer
Path (Raw):       Mikel Conrad --[(INV) directed_by]--> The Flying Saucer --[directed_by]--> Mikel Conrad --[(INV) directed_by]--> The Flying Saucer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by david mirkin released
Start Entity:     David Mirkin
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   David Mirkin --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Path (Raw):       David Mirkin --[No Operation]--> David Mirkin --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by kris carr release
Start Entity:     Kris Carr
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Kris Carr --[(INV) directed_by]--> Crazy Sexy Cancer --[release_year]--> 2007
Path (Raw):       Kris Carr --[No Operation]--> Kris Carr --[(INV) directed_by]--> Crazy Sexy Cancer --[release_year]--> 2007
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by jeremie guez
Start Entity:     Jérémie Guez
Gold Answer:      [['Charlotte Le Bon', 'Laura Smet', 'Guillaume Gallienne', 'Pierre Niney']]
Predicted Ans:    Charlotte Le Bon
Predicted Path:   Jérémie Guez --[(INV) written_by]--> Yves Saint Laurent --[starred_actors]--> Charlotte Le Bon
Path (Raw):       Jérémie Guez --[No Operation]--> Jérémie Guez --[(INV) written_by]--> Yves Saint Laurent --[starred_actors]--> Charlotte Le Bon
Neg LogProb(↓):   0.022706
Path Entropy(↓):  0.114388
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by middle of nowhere actors
Start Entity:     Middle of Nowhere
Gold Answer:      [['David Hubbard', 'Matthew Cooke', 'Paul Mazursky', 'Jim Sharman', 'Nicholas Jarecki', 'Whitley Strieber', "Richard O'Brien", 'Ron Shelton', 'Paul Haggis', 'Richard Glatzer', 'Stephenie Meyer', 'William Shakespeare', 'John Guare', 'Brian Koppelman', 'John Updike', 'Sidney Sheldon', 'Bob Dolman', 'Shana Feste', 'Larry Brown', 'John Grisham', 'Michael Thomas', 'George Roy Hill', 'Ivan Davis', 'Robert Benton', 'Richard Russo', 'Melissa McCarthy', 'Glenn Savan', 'Paul Schrader', 'Louis Malle', 'Ellyn Bache', 'Richard Durham', 'Cameron Crowe', 'Herman Raucher', 'Muhammad Ali', 'Herbert Muhammad', 'Alice Sebold', 'Ted Tally', 'Deena Goldstone', 'Mark Boal', 'Melissa Rosenberg', 'Ric Roman Waugh', 'Alvin Sargent', 'Polly Platt', 'Tim Robbins', 'Peter Jackson', 'Helen Prejean', 'Mark Duplass', 'Ben Falcone', 'Ann Turner']]
Predicted Ans:    Ron Shelton
Predicted Path:   Middle of Nowhere --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[written_by]--> Ron Shelton
Path (Raw):       Middle of Nowhere --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Bull Durham --[written_by]--> Ron Shelton
Neg LogProb(↓):   1.148444
Path Entropy(↓):  1.603938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by i see a dark stranger writers release
Start Entity:     I See a Dark Stranger
Gold Answer:      [['1946', '1950', '1940', '1938', '1979', '1956']]
Predicted Ans:    1940
Predicted Path:   I See a Dark Stranger --[written_by]--> Frank Launder --[(INV) written_by]--> Night Train to Munich --[release_year]--> 1940
Path (Raw):       I See a Dark Stranger --[written_by]--> Frank Launder --[(INV) written_by]--> Night Train to Munich --[release_year]--> 1940
Neg LogProb(↓):   1.555668
Path Entropy(↓):  1.669272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of pootie tang
Start Entity:     Pootie Tang
Gold Answer:      [['Tomorrow Night']]
Predicted Ans:    Pootie Tang
Predicted Path:   Pootie Tang --[directed_by]--> Louis C.K. --[(INV) directed_by]--> Pootie Tang
Path (Raw):       Pootie Tang --[No Operation]--> Pootie Tang --[directed_by]--> Louis C.K. --[(INV) directed_by]--> Pootie Tang
Neg LogProb(↓):   0.023441
Path Entropy(↓):  0.112294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in bubba ho - tep also appears in which films
Start Entity:     Bubba Ho-Tep
Gold Answer:      [['A Man Called Adam', 'My Name Is Bruce', 'Serving Sara', 'Running Time', 'Army of Darkness', 'Man with the Screaming Brain', 'Within the Woods', 'Do the Right Thing', 'The Scalphunters', 'Evil Dead II', 'Mindwarp', "I'm Not Rappaport", 'The Evil Dead', 'Maniac Cop 2', 'The Woods']]
Predicted Ans:    Within the Woods
Predicted Path:   Bubba Ho-Tep --[starred_actors]--> Bruce Campbell --[(INV) starred_actors]--> Within the Woods
Path (Raw):       Bubba Ho-Tep --[starred_actors]--> Bruce Campbell --[No Operation]--> Bruce Campbell --[(INV) starred_actors]--> Within the Woods
Neg LogProb(↓):   0.274233
Path Entropy(↓):  0.921864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the white sheik
Start Entity:     The White Sheik
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The White Sheik --[starred_actors]--> Giulietta Masina --[(INV) starred_actors]--> The White Sheik --[has_genre]--> Comedy
Path (Raw):       The White Sheik --[starred_actors]--> Giulietta Masina --[(INV) starred_actors]--> The White Sheik --[has_genre]--> Comedy
Neg LogProb(↓):   1.108980
Path Entropy(↓):  1.984121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the lady eve also appears in which movies
Start Entity:     The Lady Eve
Gold Answer:      [['The Wrong Man', 'The Mad Miss Manton', 'There Was a Crooked Man...', 'Forty Guns', 'On Our Merry Way', 'East Side, West Side', 'Christmas in Connecticut', 'Tentacles', 'Meet John Doe', 'Red Salute', "There's Always Tomorrow", 'Stella Dallas', 'Rollercoaster', 'Clash by Night', 'Double Indemnity', 'You Only Live Once', 'Cattle Queen of Montana', 'The Fugitive', 'Witness to Murder', 'War and Peace', 'The Return of Frank James', 'So Big!', 'Madigan', 'No Man of Her Own', 'Baby Face', 'Crime of Passion', 'Golden Boy', 'On Golden Pond', 'I Dream Too Much', 'Forbidden', 'Rings on Her Fingers', 'Sex and the Single Girl', 'The Ox-Bow Incident', 'The Grapes of Wrath', 'A Big Hand for the Little Lady', 'The Strange Love of Martha Ivers', "B.F.'s Daughter", 'The Bitter Tea of General Yen', 'The Two Mrs. Carrolls', 'The Big Street', 'You Belong to Me', 'The Miracle Woman', 'Mister Roberts', 'Jesse James', 'Daisy Kenyon', 'Midway', 'Remember the Night', 'Annie Oakley', 'Firecreek', 'The Violent Men', 'The Night Walker', 'The File on Thelma Jordon', 'The Cheyenne Social Club', 'Union Pacific', 'Lady of Burlesque', 'Ladies of Leisure', 'Once Upon a Time in the West', 'Ball of Fire', 'A Message to Garcia', 'Drums Along the Mohawk', 'The Furies', "Internes Can't Take Money", 'All I Desire', 'Sometimes a Great Notion', 'Young Mr. Lincoln', 'Jeopardy', 'The Best Man', 'The Long Night', 'Jezebel', 'Night Nurse', 'The Tin Star', 'Immortal Sergeant', 'The Man with a Cloak', "Spencer's Mountain", 'Sorry, Wrong Number', 'California', 'My Darling Clementine', 'Fort Apache', 'Warlock', 'Yours, Mine and Ours', 'How the West Was Won', 'The Boston Strangler', 'Ladies They Talk About', 'Executive Suite', 'Chad Hanna', 'Battle of the Bulge', 'Cry Wolf']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   The Lady Eve --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       The Lady Eve --[starred_actors]--> Henry Fonda --[No Operation]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   1.145032
Path Entropy(↓):  2.383047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film way out west released
Start Entity:     Way Out West
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Way Out West --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       Way Out West --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   1.825190
Path Entropy(↓):  3.556239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ivan menchell were directed by who
Start Entity:     Ivan Menchell
Gold Answer:      [['Frank Coraci']]
Predicted Ans:    Frank Coraci
Predicted Path:   Ivan Menchell --[(INV) written_by]--> Blended --[directed_by]--> Frank Coraci
Path (Raw):       Ivan Menchell --[No Operation]--> Ivan Menchell --[(INV) written_by]--> Blended --[directed_by]--> Frank Coraci
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the left - hand side of the fridge also wrote which films
Start Entity:     The Left-Hand Side of the Fridge
Gold Answer:      [['Congorama', 'Monsieur Lazhar']]
Predicted Ans:    The Left-Hand Side of the Fridge
Predicted Path:   The Left-Hand Side of the Fridge --[written_by]--> Philippe Falardeau --[(INV) written_by]--> The Left-Hand Side of the Fridge
Path (Raw):       The Left-Hand Side of the Fridge --[written_by]--> Philippe Falardeau --[(INV) written_by]--> The Left-Hand Side of the Fridge --[No Operation]--> The Left-Hand Side of the Fridge
Neg LogProb(↓):   0.596274
Path Entropy(↓):  0.698656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the writer henri murger
Start Entity:     Henri Murger
Gold Answer:      [['André Wilms', 'Evelyne Didi', 'Matti Pellonpää']]
Predicted Ans:    Matti Pellonpää
Predicted Path:   Henri Murger --[(INV) written_by]--> La Vie de Bohème --[starred_actors]--> Matti Pellonpää
Path (Raw):       Henri Murger --[No Operation]--> Henri Murger --[(INV) written_by]--> La Vie de Bohème --[starred_actors]--> Matti Pellonpää
Neg LogProb(↓):   0.005279
Path Entropy(↓):  0.033488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by annabel jankel were released in which years
Start Entity:     Annabel Jankel
Gold Answer:      [['1950', '1993', '1988']]
Predicted Ans:    1988
Predicted Path:   Annabel Jankel --[(INV) directed_by]--> D.O.A. --[release_year]--> 1988
Path (Raw):       Annabel Jankel --[No Operation]--> Annabel Jankel --[(INV) directed_by]--> D.O.A. --[release_year]--> 1988
Neg LogProb(↓):   0.195421
Path Entropy(↓):  0.479510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the silence
Start Entity:     The Silence
Gold Answer:      [['Swedish', 'French', 'Italian']]
Predicted Ans:    Swedish
Predicted Path:   The Silence --[starred_actors]--> Gunnel Lindblom --[(INV) starred_actors]--> The Girls --[in_language]--> Swedish
Path (Raw):       The Silence --[starred_actors]--> Gunnel Lindblom --[(INV) starred_actors]--> The Girls --[in_language]--> Swedish
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of phil spector is also the director of which movies
Start Entity:     Phil Spector
Gold Answer:      [['State and Main', 'Homicide', 'Oleanna', 'Heist', 'Redbelt', 'House of Games', 'The Spanish Prisoner', 'The Winslow Boy', 'Things Change', 'Spartan']]
Predicted Ans:    Homicide
Predicted Path:   Phil Spector --[directed_by]--> David Mamet --[(INV) directed_by]--> Homicide
Path (Raw):       Phil Spector --[directed_by]--> David Mamet --[(INV) directed_by]--> Homicide --[No Operation]--> Homicide
Neg LogProb(↓):   0.943001
Path Entropy(↓):  1.578045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the rite
Start Entity:     The Rite
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1984', '1977', '2007', '1968', '1998', '2009', '2010', '1982', '2014', '1994', '1995', '1948', '1972', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1978', '1964', '1949', '1997', '2000', '2005', '1991', '1999', '1969']]
Predicted Ans:    1964
Predicted Path:   The Rite --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Path (Raw):       The Rite --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   2.012951
Path Entropy(↓):  3.687060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with spanglish fall under
Start Entity:     Spanglish
Gold Answer:      [['Family', 'Music', 'Sport', 'Biography', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Spanglish --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> Triage --[has_genre]--> Drama
Path (Raw):       Spanglish --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> Triage --[has_genre]--> Drama
Neg LogProb(↓):   0.546656
Path Entropy(↓):  1.169496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by john whiting
Start Entity:     John Whiting
Gold Answer:      [['Ken Russell']]
Predicted Ans:    Ken Russell
Predicted Path:   John Whiting --[(INV) written_by]--> The Devils --[directed_by]--> Ken Russell
Path (Raw):       John Whiting --[No Operation]--> John Whiting --[(INV) written_by]--> The Devils --[directed_by]--> Ken Russell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by minase yashiro release
Start Entity:     Minase Yashiro
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[release_year]--> 2008
Path (Raw):       Minase Yashiro --[No Operation]--> Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[release_year]--> 2008
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie fitzcarraldo starred who
Start Entity:     Fitzcarraldo
Gold Answer:      [['Klaus Kinski']]
Predicted Ans:    Klaus Kinski
Predicted Path:   Fitzcarraldo --[starred_actors]--> Klaus Kinski --[(INV) starred_actors]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Path (Raw):       Fitzcarraldo --[starred_actors]--> Klaus Kinski --[(INV) starred_actors]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Neg LogProb(↓):   0.528576
Path Entropy(↓):  1.046540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by ro. go. pa. g. writers release
Start Entity:     Ro.Go.Pa.G.
Gold Answer:      [['1946', '1954', '1967', '1974', '1968', '1963', '1972', '1971', '1942', '1961', '1962', '1988', '1964', '1975', '1966', '1950', '1945', '1969', '1952']]
Predicted Ans:    1966
Predicted Path:   Ro.Go.Pa.G. --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> The Hawks and the Sparrows --[release_year]--> 1966
Path (Raw):       Ro.Go.Pa.G. --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> The Hawks and the Sparrows --[release_year]--> 1966
Neg LogProb(↓):   0.599695
Path Entropy(↓):  1.829531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by james glickenhaus starred which actors
Start Entity:     James Glickenhaus
Gold Answer:      [['Alberta Watson', 'Jackie Chan', 'Ken Wahl', 'Danny Aiello', 'Robert Ginty']]
Predicted Ans:    Jackie Chan
Predicted Path:   James Glickenhaus --[(INV) written_by]--> The Protector --[starred_actors]--> Jackie Chan
Path (Raw):       James Glickenhaus --[No Operation]--> James Glickenhaus --[(INV) written_by]--> The Protector --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.441729
Path Entropy(↓):  0.658157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by erik van looy
Start Entity:     Erik Van Looy
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Erik Van Looy --[(INV) directed_by]--> Loft --[has_genre]--> Horror
Path (Raw):       Erik Van Looy --[No Operation]--> Erik Van Looy --[(INV) directed_by]--> Loft --[has_genre]--> Horror
Neg LogProb(↓):   0.000154
Path Entropy(↓):  0.001507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of you're next
Start Entity:     You're Next
Gold Answer:      [['Adam Wingard', 'Eduardo Sánchez', 'Simon Barrett', 'Gareth Evans', 'Jason Eisener', 'Timo Tjahjanto', 'Gregg Hale']]
Predicted Ans:    Timo Tjahjanto
Predicted Path:   You're Next --[written_by]--> Simon Barrett --[(INV) written_by]--> V/H/S/2 --[directed_by]--> Timo Tjahjanto
Path (Raw):       You're Next --[written_by]--> Simon Barrett --[(INV) written_by]--> V/H/S/2 --[directed_by]--> Timo Tjahjanto
Neg LogProb(↓):   0.269953
Path Entropy(↓):  0.885151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie carmen jones released
Start Entity:     Carmen Jones
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   Carmen Jones --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Path (Raw):       Carmen Jones --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Neg LogProb(↓):   0.516196
Path Entropy(↓):  1.712846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by adam jay epstein starred which actors
Start Entity:     Adam Jay Epstein
Gold Answer:      [['Michael Cera']]
Predicted Ans:    Michael Cera
Predicted Path:   Adam Jay Epstein --[(INV) directed_by]--> Extreme Movie --[starred_actors]--> Michael Cera
Path (Raw):       Adam Jay Epstein --[No Operation]--> Adam Jay Epstein --[(INV) directed_by]--> Extreme Movie --[starred_actors]--> Michael Cera
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did george o'neil write
Start Entity:     George O'Neil
Gold Answer:      [['High, Wide, and Handsome']]
Predicted Ans:    High, Wide, and Handsome
Predicted Path:   George O'Neil --[(INV) written_by]--> High, Wide, and Handsome --[written_by]--> George O'Neil --[(INV) written_by]--> High, Wide, and Handsome
Path (Raw):       George O'Neil --[(INV) written_by]--> High, Wide, and Handsome --[written_by]--> George O'Neil --[(INV) written_by]--> High, Wide, and Handsome
Neg LogProb(↓):   0.000147
Path Entropy(↓):  0.001448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by marvin baker released
Start Entity:     Marvin Baker
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Marvin Baker --[(INV) directed_by]--> A Letter from Death Row --[release_year]--> 1998
Path (Raw):       Marvin Baker --[No Operation]--> Marvin Baker --[(INV) directed_by]--> A Letter from Death Row --[release_year]--> 1998
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor mark gatiss is a co - star of who
Start Entity:     Mark Gatiss
Gold Answer:      [['Peter Forbes', 'Alex Riddell', 'Rory Kinnear']]
Predicted Ans:    Rory Kinnear
Predicted Path:   Mark Gatiss --[(INV) starred_actors]--> The First Men in the Moon --[starred_actors]--> Rory Kinnear
Path (Raw):       Mark Gatiss --[No Operation]--> Mark Gatiss --[(INV) starred_actors]--> The First Men in the Moon --[starred_actors]--> Rory Kinnear
Neg LogProb(↓):   0.015798
Path Entropy(↓):  0.096951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film guantanamera
Start Entity:     Guantanamera
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Guantanamera --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Guantanamera --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   3.289699
Path Entropy(↓):  4.590222
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by colin wilson
Start Entity:     Colin Wilson
Gold Answer:      [['Sung Kang', 'Sarah Shahi', 'Peter Firth', 'Mathilda May', 'Sylvester Stallone', 'Steve Railsback', 'Frank Finlay']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Colin Wilson --[(INV) written_by]--> Bullet to the Head --[starred_actors]--> Sylvester Stallone
Path (Raw):       Colin Wilson --[No Operation]--> Colin Wilson --[(INV) written_by]--> Bullet to the Head --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.000989
Path Entropy(↓):  0.008323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the friends at the margherita cafe
Start Entity:     The Friends at the Margherita Cafe
Gold Answer:      [['1964', '2003', '1999']]
Predicted Ans:    1964
Predicted Path:   The Friends at the Margherita Cafe --[directed_by]--> Pupi Avati --[(INV) directed_by]--> The Best Man --[release_year]--> 1964
Path (Raw):       The Friends at the Margherita Cafe --[directed_by]--> Pupi Avati --[(INV) directed_by]--> The Best Man --[release_year]--> 1964
Neg LogProb(↓):   0.806712
Path Entropy(↓):  1.393858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film hannibal rising
Start Entity:     Hannibal Rising
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Hannibal Rising --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Hannibal Rising --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.654186
Path Entropy(↓):  4.388295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Evan richards appears in which movies
Start Entity:     Evan Richards
Gold Answer:      [['Society']]
Predicted Ans:    Society
Predicted Path:   Evan Richards --[(INV) starred_actors]--> Society --[starred_actors]--> Devin DeVasquez --[(INV) starred_actors]--> Society
Path (Raw):       Evan Richards --[(INV) starred_actors]--> Society --[starred_actors]--> Devin DeVasquez --[(INV) starred_actors]--> Society
Neg LogProb(↓):   0.598776
Path Entropy(↓):  0.742009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by steven williford were in which genres
Start Entity:     Steven Williford
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Steven Williford --[(INV) directed_by]--> The Green --[has_genre]--> Drama
Path (Raw):       Steven Williford --[No Operation]--> Steven Williford --[(INV) directed_by]--> The Green --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor red buttons is a co - star of who
Start Entity:     Red Buttons
Gold Answer:      [['Hardy Krüger', 'Mickey Rooney', 'Eli Wallach', 'Megan Gallagher', 'George C. Scott', 'Carol Lynley', 'James Earl Jones', 'Ernest Borgnine', 'John Wayne', 'Trish Van Devere', 'Gene Hackman', 'Eric Roberts', 'Elsa Martinelli', 'Jim Dale', 'Helen Reddy']]
Predicted Ans:    Gene Hackman
Predicted Path:   Red Buttons --[(INV) starred_actors]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Path (Raw):       Red Buttons --[No Operation]--> Red Buttons --[(INV) starred_actors]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.037317
Path Entropy(↓):  0.162892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the secret life of walter mitty
Start Entity:     The Secret Life of Walter Mitty
Gold Answer:      [['Norman Z. McLeod']]
Predicted Ans:    Ben Stiller
Predicted Path:   The Secret Life of Walter Mitty --[directed_by]--> Ben Stiller --[(INV) directed_by]--> Zoolander --[directed_by]--> Ben Stiller
Path (Raw):       The Secret Life of Walter Mitty --[directed_by]--> Ben Stiller --[(INV) directed_by]--> Zoolander --[directed_by]--> Ben Stiller
Neg LogProb(↓):   0.351378
Path Entropy(↓):  0.706736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What type of movie is talk to her
Start Entity:     Talk to Her
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Talk to Her --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Talk to Her --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.504153
Path Entropy(↓):  4.645106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie secret admirer
Start Entity:     Secret Admirer
Gold Answer:      [['David Greenwalt', 'Jim Kouf']]
Predicted Ans:    Jim Kouf
Predicted Path:   Secret Admirer --[written_by]--> Jim Kouf --[(INV) written_by]--> Secret Admirer --[written_by]--> Jim Kouf
Path (Raw):       Secret Admirer --[written_by]--> Jim Kouf --[(INV) written_by]--> Secret Admirer --[written_by]--> Jim Kouf
Neg LogProb(↓):   0.306684
Path Entropy(↓):  1.006131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by joel david moore
Start Entity:     Joel David Moore
Gold Answer:      [['Adam Green']]
Predicted Ans:    Adam Green
Predicted Path:   Joel David Moore --[(INV) starred_actors]--> Spiral --[directed_by]--> Adam Green
Path (Raw):       Joel David Moore --[No Operation]--> Joel David Moore --[(INV) starred_actors]--> Spiral --[directed_by]--> Adam Green
Neg LogProb(↓):   0.003562
Path Entropy(↓):  0.026203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie 300
Start Entity:     300
Gold Answer:      [['comic book', 'gerard butler', 'frank miller', 'comic', 'graphic novel', 'queen', 'visual', 'thermopylae', 'war', 'r', 'zack snyder', 'epic', 'historical', 'king']]
Predicted Ans:    queen
Predicted Path:   300 --[has_tags]--> queen --[(INV) has_tags]--> Alice in Wonderland --[has_tags]--> queen
Path (Raw):       300 --[has_tags]--> queen --[(INV) has_tags]--> Alice in Wonderland --[has_tags]--> queen
Neg LogProb(↓):   0.005012
Path Entropy(↓):  0.036576
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie maleficent
Start Entity:     Maleficent
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Maleficent --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Maleficent --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   1.767941
Path Entropy(↓):  3.113770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with act of violence in
Start Entity:     Act of Violence
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Act of Violence --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Path (Raw):       Act of Violence --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Neg LogProb(↓):   0.007705
Path Entropy(↓):  0.050023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed videodrome
Start Entity:     Videodrome
Gold Answer:      [['Short', 'Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Videodrome --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Crash --[has_genre]--> Drama
Path (Raw):       Videodrome --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.663974
Path Entropy(↓):  1.348186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of how to survive a plague
Start Entity:     How to Survive a Plague
Gold Answer:      [['Christopher Plummer', 'Ted Danson', 'Brian Dennehy']]
Predicted Ans:    David France
Predicted Path:   How to Survive a Plague --[written_by]--> David France --[(INV) written_by]--> How to Survive a Plague --[written_by]--> David France
Path (Raw):       How to Survive a Plague --[written_by]--> David France --[(INV) written_by]--> How to Survive a Plague --[written_by]--> David France
Neg LogProb(↓):   0.055475
Path Entropy(↓):  0.210141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of jim hutton acted films
Start Entity:     Jim Hutton
Gold Answer:      [['Robin Moore', 'Harry Julian Fink', 'Hal Kanter', 'Valentine Davies', 'Vera Caspary', 'Sam Peckinpah']]
Predicted Ans:    Hal Kanter
Predicted Path:   Jim Hutton --[(INV) starred_actors]--> Bachelor in Paradise --[written_by]--> Hal Kanter
Path (Raw):       Jim Hutton --[No Operation]--> Jim Hutton --[(INV) starred_actors]--> Bachelor in Paradise --[written_by]--> Hal Kanter
Neg LogProb(↓):   0.860333
Path Entropy(↓):  1.395199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by rodrigo cortes fall under
Start Entity:     Rodrigo Cortés
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Rodrigo Cortés --[(INV) directed_by]--> Red Lights --[has_genre]--> Thriller
Path (Raw):       Rodrigo Cortés --[No Operation]--> Rodrigo Cortés --[(INV) directed_by]--> Red Lights --[has_genre]--> Thriller
Neg LogProb(↓):   0.001217
Path Entropy(↓):  0.009652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film witness for the prosecution are written by who
Start Entity:     Witness for the Prosecution
Gold Answer:      [['Edward Knoblock', 'James Ronald', 'Lamar Trotti', 'Robert Hardy Andrews', 'David O. Selznick', 'John Byrum', 'Whitfield Cook', 'Selwyn Jepson', 'Lewis Milestone', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Hanns Kräly', 'Ernst Lubitsch', 'Samson Raphaelson', 'Ernest Vajda', 'Lynn Riggs', 'Donald Ogden Stewart', 'Neil Jordan', 'Samuel A. Taylor', "Robert Vincent O'Neill", 'Nunnally Johnson', 'Joseph Michael Cala', 'Harry Hervey', 'Wilson Barrett', 'Bill Murray', 'Oscar Millard', 'Nevil Shute', 'Jerome Sable', 'Eric Knight', 'Charles Nordhoff', 'James Norman Hall', 'Josef von Sternberg', 'W.R. Burnett', 'William Lindsay Gresham', 'Helen Deutsch', 'Jonathan Latimer', 'Clare Boothe Luce', 'Louis Bromfield', 'Richard L. Breen', 'Waldemar Young', 'Robert Liebmann', 'Heinrich Mann', 'Karl Vollmöller', 'Jill Sprecher', 'Billy Wilder', 'Charles Brackett', 'Melchior Lengyel', 'Sonya Levien', 'Stephen Gilbert', 'Robert Hichens', 'Abraham Polonsky', 'Frank Butler', 'Kenneth Fearing', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'Samuel Shellabarger', 'Leonard Spigelgass', 'Abby Mann', 'Tom Reed', 'George Owen', 'Joseph L. Mankiewicz', 'Marty Maher', 'Guy Bolton', 'Jeffrey Dell', 'Johnston McCulley', 'Ernest Hemingway', 'Talbot Jennings', 'Thomas B. Costain', 'Peter Viertel', 'David Lean', 'Jo Swerling', 'Robert Louis Stevenson', 'Richard Sherman', 'Samuel Hoffenstein', 'Niven Busch', 'Claudine West', 'Jan Lustig', 'Charles Lederer', 'Philip Wylie', 'Charles Laughton', 'Sidney Buchman', 'Max Brand', 'Walter DeLeon', 'Harry Leon Wilson', 'Harlan Thompson', 'Humphrey Pearson', 'Rex Beach', 'Alma Reville', 'Jules Furthman', 'Robert Harari', 'David Shaw', 'W. Somerset Maugham', 'John Dos Passos', 'Carl Zuckmayer', 'June Head', 'Frederick Nebel', 'Erich Maria Remarque', 'Sally Benson', 'Manuel Komroff', 'Rafael Sabatini', 'Elizabeth Taylor', 'James Bridie', 'Vicente Blasco Ibáñez', 'Claude Lelouch', 'Benno Vigny', 'Michel Audiard', 'René Barjavel', 'Raymond Bernard', 'Marguerite Roberts', 'Harold Brighouse', 'Howard Fast', 'Dalton Trumbo', 'Arthur Wimperis', 'Margaret Irwin', 'Lawrence Hazard', 'Kathryn Scola', 'Oscar Wilde', 'Pierre Louÿs']]
Predicted Ans:    Abby Mann
Predicted Path:   Witness for the Prosecution --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Judgment at Nuremberg --[written_by]--> Abby Mann
Path (Raw):       Witness for the Prosecution --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Judgment at Nuremberg --[written_by]--> Abby Mann
Neg LogProb(↓):   1.063698
Path Entropy(↓):  1.721518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was gone with the wind directed by
Start Entity:     Gone with the Wind
Gold Answer:      [['Sam Wood', 'George Cukor', 'Victor Fleming']]
Predicted Ans:    George Cukor
Predicted Path:   Gone with the Wind --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Path (Raw):       Gone with the Wind --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Neg LogProb(↓):   1.105232
Path Entropy(↓):  1.460542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of extraterrestrial
Start Entity:     Extraterrestrial
Gold Answer:      [['Nacho Vigalondo']]
Predicted Ans:    Nacho Vigalondo
Predicted Path:   Extraterrestrial --[directed_by]--> Nacho Vigalondo --[(INV) directed_by]--> Extraterrestrial --[written_by]--> Nacho Vigalondo
Path (Raw):       Extraterrestrial --[directed_by]--> Nacho Vigalondo --[(INV) directed_by]--> Extraterrestrial --[written_by]--> Nacho Vigalondo
Neg LogProb(↓):   0.027800
Path Entropy(↓):  0.143345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the matador were in which genres
Start Entity:     The Matador
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Matador --[written_by]--> Richard Shepard --[(INV) written_by]--> The Matador --[has_genre]--> Comedy
Path (Raw):       The Matador --[written_by]--> Richard Shepard --[(INV) written_by]--> The Matador --[has_genre]--> Comedy
Neg LogProb(↓):   0.000496
Path Entropy(↓):  0.004364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the living daylights
Start Entity:     The Living Daylights
Gold Answer:      [['Timothy Dalton']]
Predicted Ans:    Roger Moore
Predicted Path:   The Living Daylights --[written_by]--> Michael G. Wilson --[(INV) written_by]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Path (Raw):       The Living Daylights --[written_by]--> Michael G. Wilson --[(INV) written_by]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.194609
Path Entropy(↓):  0.519393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same director of mystery, alaska
Start Entity:     Mystery, Alaska
Gold Answer:      [['Meet the Fockers', 'Game Change', 'Austin Powers in Goldmember', 'The Campaign', 'Recount', 'Dinner for Schmucks', 'Meet the Parents']]
Predicted Ans:    Game Change
Predicted Path:   Mystery, Alaska --[directed_by]--> Jay Roach --[(INV) directed_by]--> Game Change
Path (Raw):       Mystery, Alaska --[No Operation]--> Mystery, Alaska --[directed_by]--> Jay Roach --[(INV) directed_by]--> Game Change
Neg LogProb(↓):   1.003253
Path Entropy(↓):  1.458664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the beast must die also appears in which films
Start Entity:     The Beast Must Die
Gold Answer:      [['The Vampire Lovers', 'Dr. Who and the Daleks', 'The Curse of Frankenstein', "Let's Do It Again", 'The Creeping Flesh', 'Madhouse', 'The Satanic Rites of Dracula', 'She', 'Corruption', 'Torture Garden', 'The Abominable Snowman', 'The Gorgon', 'Dracula A.D. 1972', 'The Brides of Dracula', 'The Revenge of Frankenstein', 'The Evil of Frankenstein', 'The Devil Rides Out', 'The End of the Affair', "At the Earth's Core", 'Frankenstein and the Monster from Hell', 'The House That Dripped Blood', "Dr. Terror's House of Horrors", 'The Hound of the Baskervilles', 'The Mummy', 'Nothing But the Night', 'Horror Express', 'Frankenstein Must Be Destroyed']]
Predicted Ans:    The Revenge of Frankenstein
Predicted Path:   The Beast Must Die --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Revenge of Frankenstein
Path (Raw):       The Beast Must Die --[starred_actors]--> Peter Cushing --[No Operation]--> Peter Cushing --[(INV) starred_actors]--> The Revenge of Frankenstein
Neg LogProb(↓):   0.862981
Path Entropy(↓):  1.388650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by eliseo subiela fall under
Start Entity:     Eliseo Subiela
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Eliseo Subiela --[(INV) written_by]--> Man Facing Southeast --[has_genre]--> Drama
Path (Raw):       Eliseo Subiela --[No Operation]--> Eliseo Subiela --[(INV) written_by]--> Man Facing Southeast --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie pumping iron
Start Entity:     Pumping Iron
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Pumping Iron --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Pumping Iron --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.836102
Path Entropy(↓):  4.071281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the joan of arc director
Start Entity:     Joan of Arc
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Joan of Arc --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Tortilla Flat --[in_language]--> Spanish
Path (Raw):       Joan of Arc --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Tortilla Flat --[in_language]--> Spanish
Neg LogProb(↓):   0.002650
Path Entropy(↓):  0.021459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by bill douglas in
Start Entity:     Bill Douglas
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bill Douglas --[(INV) directed_by]--> Comrades --[has_genre]--> Drama
Path (Raw):       Bill Douglas --[No Operation]--> Bill Douglas --[(INV) directed_by]--> Comrades --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film the last valley were in which genres
Start Entity:     The Last Valley
Gold Answer:      [['Drama', 'Horror', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Last Valley --[written_by]--> James Clavell --[(INV) written_by]--> To Sir, with Love --[has_genre]--> Drama
Path (Raw):       The Last Valley --[written_by]--> James Clavell --[(INV) written_by]--> To Sir, with Love --[has_genre]--> Drama
Neg LogProb(↓):   0.007522
Path Entropy(↓):  0.045095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was amos poe the writer of
Start Entity:     Amos Poe
Gold Answer:      [['Alphabet City', 'Frogs for Snakes']]
Predicted Ans:    Alphabet City
Predicted Path:   Amos Poe --[(INV) written_by]--> Alphabet City --[written_by]--> Amos Poe --[(INV) written_by]--> Alphabet City
Path (Raw):       Amos Poe --[(INV) written_by]--> Alphabet City --[written_by]--> Amos Poe --[(INV) written_by]--> Alphabet City
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the singing detective
Start Entity:     The Singing Detective
Gold Answer:      [['Scott Spencer', 'Robert Dillon', 'Keith Gordon']]
Predicted Ans:    Robert Dillon
Predicted Path:   The Singing Detective --[directed_by]--> Keith Gordon --[(INV) directed_by]--> Waking the Dead --[written_by]--> Robert Dillon
Path (Raw):       The Singing Detective --[directed_by]--> Keith Gordon --[(INV) directed_by]--> Waking the Dead --[written_by]--> Robert Dillon
Neg LogProb(↓):   0.528735
Path Entropy(↓):  1.317551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of rocky balboa
Start Entity:     Rocky Balboa
Gold Answer:      [['Burmese']]
Predicted Ans:    Burmese
Predicted Path:   Rocky Balboa --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[in_language]--> Burmese
Path (Raw):       Rocky Balboa --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[in_language]--> Burmese
Neg LogProb(↓):   0.002130
Path Entropy(↓):  0.015662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with marina de tavira
Start Entity:     Marina de Tavira
Gold Answer:      [['Pedro Izquierdo', 'Arturo Barba']]
Predicted Ans:    Marina de Tavira
Predicted Path:   Marina de Tavira --[(INV) starred_actors]--> Efectos secundarios --[starred_actors]--> Marina de Tavira
Path (Raw):       Marina de Tavira --[No Operation]--> Marina de Tavira --[(INV) starred_actors]--> Efectos secundarios --[starred_actors]--> Marina de Tavira
Neg LogProb(↓):   0.002097
Path Entropy(↓):  0.016306
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies starred by joey king released
Start Entity:     Joey King
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Joey King --[(INV) starred_actors]--> Wish I Was Here --[release_year]--> 2014
Path (Raw):       Joey King --[No Operation]--> Joey King --[(INV) starred_actors]--> Wish I Was Here --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by john sutton were directed by who
Start Entity:     John Sutton
Gold Answer:      [['Edward Bernds', 'Will Jason', 'James V. Kern', 'Joe May']]
Predicted Ans:    Joe May
Predicted Path:   John Sutton --[(INV) starred_actors]--> The Invisible Man Returns --[directed_by]--> Joe May
Path (Raw):       John Sutton --[No Operation]--> John Sutton --[(INV) starred_actors]--> The Invisible Man Returns --[directed_by]--> Joe May
Neg LogProb(↓):   0.072519
Path Entropy(↓):  0.276624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by louis verneuil were released in which years
Start Entity:     Louis Verneuil
Gold Answer:      [['2008', '1937', '1946']]
Predicted Ans:    2008
Predicted Path:   Louis Verneuil --[(INV) written_by]--> Deception --[release_year]--> 2008
Path (Raw):       Louis Verneuil --[No Operation]--> Louis Verneuil --[(INV) written_by]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   0.341568
Path Entropy(↓):  0.608297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of invisible target
Start Entity:     Invisible Target
Gold Answer:      [['Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   Invisible Target --[directed_by]--> Benny Chan --[(INV) directed_by]--> Who Am I? --[starred_actors]--> Jackie Chan
Path (Raw):       Invisible Target --[directed_by]--> Benny Chan --[(INV) directed_by]--> Who Am I? --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.012186
Path Entropy(↓):  0.066662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie pocketful of miracles starred who
Start Entity:     Pocketful of Miracles
Gold Answer:      [['Bette Davis', 'Glenn Ford']]
Predicted Ans:    Bette Davis
Predicted Path:   Pocketful of Miracles --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> The Watcher in the Woods --[starred_actors]--> Bette Davis
Path (Raw):       Pocketful of Miracles --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> The Watcher in the Woods --[starred_actors]--> Bette Davis
Neg LogProb(↓):   1.018637
Path Entropy(↓):  1.570979
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by gigot actors
Start Entity:     Gigot
Gold Answer:      [['Hal Needham', 'Howard Morris', 'Richard Donner', 'Robert Rossen', 'Jeremy Kagan', 'Otto Preminger', 'Ralph Nelson', 'Francis Veber', 'Garry Marshall', 'Woody Allen']]
Predicted Ans:    Robert Rossen
Predicted Path:   Gigot --[starred_actors]--> Jackie Gleason --[(INV) starred_actors]--> The Hustler --[directed_by]--> Robert Rossen
Path (Raw):       Gigot --[starred_actors]--> Jackie Gleason --[(INV) starred_actors]--> The Hustler --[directed_by]--> Robert Rossen
Neg LogProb(↓):   0.254105
Path Entropy(↓):  0.786953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does west is west fall under
Start Entity:     West Is West
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   West Is West --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       West Is West --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.582736
Path Entropy(↓):  5.110322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of malone
Start Entity:     Malone
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Malone --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Malone --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   2.516912
Path Entropy(↓):  3.975643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by frank herbert released
Start Entity:     Frank Herbert
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Frank Herbert --[(INV) written_by]--> Dune --[release_year]--> 1984
Path (Raw):       Frank Herbert --[No Operation]--> Frank Herbert --[(INV) written_by]--> Dune --[release_year]--> 1984
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film a good old fashioned orgy released
Start Entity:     A Good Old Fashioned Orgy
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   A Good Old Fashioned Orgy --[release_year]--> 2011 --[(INV) release_year]--> Killer Elite --[release_year]--> 2011
Path (Raw):       A Good Old Fashioned Orgy --[release_year]--> 2011 --[(INV) release_year]--> Killer Elite --[release_year]--> 2011
Neg LogProb(↓):   3.630111
Path Entropy(↓):  4.912790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the humanoid were in which languages
Start Entity:     The Humanoid
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Humanoid --[directed_by]--> Aldo Lado --[(INV) directed_by]--> Short Night of Glass Dolls --[in_language]--> Italian
Path (Raw):       The Humanoid --[directed_by]--> Aldo Lado --[(INV) directed_by]--> Short Night of Glass Dolls --[in_language]--> Italian
Neg LogProb(↓):   0.033383
Path Entropy(↓):  0.144471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by sophie rois release
Start Entity:     Sophie Rois
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Sophie Rois --[(INV) starred_actors]--> The Inheritors --[release_year]--> 1998
Path (Raw):       Sophie Rois --[No Operation]--> Sophie Rois --[(INV) starred_actors]--> The Inheritors --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the open road
Start Entity:     The Open Road
Gold Answer:      [['It Runs in the Family', 'Runner Runner', 'The Proposal', 'Bad Teacher', 'Nobel Son', 'Powder', 'Miss Firecracker', 'Time After Time', 'Parenthood', 'Pontiac Moon', 'Edison', 'A Walk in the Woods', 'Fool for Love', 'Dead of Winter', 'Repo Man', 'Sonny', 'The Good Life', 'Yogi Bear', 'Cross Creek', 'Clifford', 'Cockfighter', 'Down Periscope', 'Straight Time', 'Romantic Comedy', 'Alien', 'Man Trouble', 'One Magic Christmas', "Goin' South", 'Black Snake Moan', 'Back to the Future Part III', 'In Time', 'Friends with Benefits', 'Melvin and Howard', 'The Rose', 'Paris, Texas', 'Inside Llewyn Davis', 'Twister']]
Predicted Ans:    Powder
Predicted Path:   The Open Road --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Powder
Path (Raw):       The Open Road --[starred_actors]--> Mary Steenburgen --[No Operation]--> Mary Steenburgen --[(INV) starred_actors]--> Powder
Neg LogProb(↓):   0.821125
Path Entropy(↓):  1.539840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jessica capshaw acted films
Start Entity:     Jessica Capshaw
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Jessica Capshaw --[(INV) starred_actors]--> Valentine --[release_year]--> 2001
Path (Raw):       Jessica Capshaw --[No Operation]--> Jessica Capshaw --[(INV) starred_actors]--> Valentine --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by justin timberlake in
Start Entity:     Justin Timberlake
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Justin Timberlake --[(INV) starred_actors]--> Bad Teacher --[has_genre]--> Comedy
Path (Raw):       Justin Timberlake --[No Operation]--> Justin Timberlake --[(INV) starred_actors]--> Bad Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   0.000760
Path Entropy(↓):  0.007102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by she wore a yellow ribbon actors
Start Entity:     She Wore a Yellow Ribbon
Gold Answer:      [['Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Dudley Nichols', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Charles Schnee', 'Robin Moore', 'Jo Swerling', 'Ernest K. Gann', 'Harry Julian Fink', 'Kathryn Bigelow', 'Harry Brown', 'Ernest Haycox', 'C.E. Scoggins', 'Scott Hale', 'Miles Hood Swarthout', 'Burt Kennedy', 'Ladislas Fodor', 'Dorothy M. Johnson', 'Neil H. Swanson', 'Rita M. Fink', 'Frank S. Nugent', 'James Warner Bellah', 'Andrew J. Fenady', 'James Edward Grant', 'Leslie Bohem', 'William Dale Jennings', 'Wendell Mayes', 'Andrew Geer', 'Marguerite Roberts', 'Garland Roark', 'Stephen Gaghan', 'Charles Portis', 'Alan Le May', 'Thelma Strabel', 'Maurice Walsh', 'James Oliver Curwood', 'Irving Ravetch', 'Harold Bell Wright', 'James Bassett', 'Borden Chase', 'Martha Hyer', 'Rex Beach', 'John Lee Hancock', 'Clair Huffaker', "Louis L'Amour", 'William L. White', 'Lawrence Hazard', 'James Kevin McGuinness', 'Leigh Brackett', 'Jules Furthman', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'Tom Reed', 'George Owen', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', "Eugene O'Neill", 'Willis Goldbeck']]
Predicted Ans:    Leigh Brackett
Predicted Path:   She Wore a Yellow Ribbon --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       She Wore a Yellow Ribbon --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.956089
Path Entropy(↓):  3.591083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by nora tschirner
Start Entity:     Nora Tschirner
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Nora Tschirner --[(INV) starred_actors]--> Girl on a Bicycle --[release_year]--> 2013
Path (Raw):       Nora Tschirner --[No Operation]--> Nora Tschirner --[(INV) starred_actors]--> Girl on a Bicycle --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of meet the feebles
Start Entity:     Meet the Feebles
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Meet the Feebles --[written_by]--> Peter Jackson --[(INV) written_by]--> Heavenly Creatures --[has_genre]--> Drama
Path (Raw):       Meet the Feebles --[written_by]--> Peter Jackson --[(INV) written_by]--> Heavenly Creatures --[has_genre]--> Drama
Neg LogProb(↓):   0.807464
Path Entropy(↓):  1.455116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in sabata
Start Entity:     Sabata
Gold Answer:      [['Western', 'Action']]
Predicted Ans:    Western
Predicted Path:   Sabata --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[has_genre]--> Western
Path (Raw):       Sabata --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[has_genre]--> Western
Neg LogProb(↓):   0.190691
Path Entropy(↓):  0.475295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film sympathy for the devil released
Start Entity:     Sympathy for the Devil
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Sympathy for the Devil --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Path (Raw):       Sympathy for the Devil --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Neg LogProb(↓):   2.573980
Path Entropy(↓):  3.718292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for carrie
Start Entity:     Carrie
Gold Answer:      [['Theodore Dreiser']]
Predicted Ans:    Stephen King
Predicted Path:   Carrie --[written_by]--> Lawrence D. Cohen --[(INV) written_by]--> Carrie --[written_by]--> Stephen King
Path (Raw):       Carrie --[written_by]--> Lawrence D. Cohen --[(INV) written_by]--> Carrie --[written_by]--> Stephen King
Neg LogProb(↓):   1.424639
Path Entropy(↓):  1.820303
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share screenwriters with spartan were released in which years
Start Entity:     Spartan
Gold Answer:      [['1946', '2008', '1992', '1998', '1982', '1994', '2014', '1948', '2001', '1996', '1981', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1999
Predicted Path:   Spartan --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       Spartan --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   0.628232
Path Entropy(↓):  1.726505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with goodbye again
Start Entity:     Goodbye Again
Gold Answer:      [['Sabrina', 'Bonjour Tristesse', 'The Happy Time', 'Vertigo', 'The Love Machine', 'The Eddy Duchin Story']]
Predicted Ans:    Sabrina
Predicted Path:   Goodbye Again --[written_by]--> Samuel A. Taylor --[(INV) written_by]--> Sabrina
Path (Raw):       Goodbye Again --[written_by]--> Samuel A. Taylor --[(INV) written_by]--> Sabrina --[No Operation]--> Sabrina
Neg LogProb(↓):   0.864498
Path Entropy(↓):  1.201586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with hugo soto
Start Entity:     Hugo Soto
Gold Answer:      [['Lorenzo Quinteros']]
Predicted Ans:    Hugo Soto
Predicted Path:   Hugo Soto --[(INV) starred_actors]--> Man Facing Southeast --[starred_actors]--> Hugo Soto
Path (Raw):       Hugo Soto --[No Operation]--> Hugo Soto --[(INV) starred_actors]--> Man Facing Southeast --[starred_actors]--> Hugo Soto
Neg LogProb(↓):   0.008524
Path Entropy(↓):  0.052267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - starred with nafisa ali
Start Entity:     Nafisa Ali
Gold Answer:      [['Aanaahad']]
Predicted Ans:    Nafisa Ali
Predicted Path:   Nafisa Ali --[(INV) starred_actors]--> Lahore --[starred_actors]--> Nafisa Ali
Path (Raw):       Nafisa Ali --[No Operation]--> Nafisa Ali --[(INV) starred_actors]--> Lahore --[starred_actors]--> Nafisa Ali
Neg LogProb(↓):   0.180623
Path Entropy(↓):  0.448281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the senso director
Start Entity:     Senso
Gold Answer:      [['Mario Monicelli', 'Victor Trivas', 'Federico Fellini', 'Luchino Visconti', 'René Clément', 'Giuseppe Tomasi di Lampedusa', 'Cesare Zavattini', 'Albert Camus', 'Thomas Mann']]
Predicted Ans:    Luchino Visconti
Predicted Path:   Senso --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Conversation Piece --[written_by]--> Luchino Visconti
Path (Raw):       Senso --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Conversation Piece --[written_by]--> Luchino Visconti
Neg LogProb(↓):   0.372707
Path Entropy(↓):  0.886253
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jason friedberg
Start Entity:     Jason Friedberg
Gold Answer:      [['Matt Lanter', 'Jenn Proske', 'Diedrich Bader', 'Carmen Electra', 'Kevin Sorbo', 'Sean Maguire', 'Brant Daugherty', 'Cody Christian', 'Maiara Walsh']]
Predicted Ans:    Matt Lanter
Predicted Path:   Jason Friedberg --[(INV) directed_by]--> Disaster Movie --[starred_actors]--> Matt Lanter
Path (Raw):       Jason Friedberg --[No Operation]--> Jason Friedberg --[(INV) directed_by]--> Disaster Movie --[starred_actors]--> Matt Lanter
Neg LogProb(↓):   0.002385
Path Entropy(↓):  0.017331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the other woman
Start Entity:     The Other Woman
Gold Answer:      [['Jeremiah S. Chechik', 'Jonathan Kaplan', 'Don Roos', 'Herbert Ross']]
Predicted Ans:    Don Roos
Predicted Path:   The Other Woman --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[directed_by]--> Don Roos
Path (Raw):       The Other Woman --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[directed_by]--> Don Roos
Neg LogProb(↓):   0.370911
Path Entropy(↓):  0.764547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by dario poloni
Start Entity:     Dario Poloni
Gold Answer:      [['Sean Bean', 'Eddie Redmayne']]
Predicted Ans:    Sean Bean
Predicted Path:   Dario Poloni --[(INV) written_by]--> Black Death --[starred_actors]--> Sean Bean
Path (Raw):       Dario Poloni --[No Operation]--> Dario Poloni --[(INV) written_by]--> Black Death --[starred_actors]--> Sean Bean
Neg LogProb(↓):   0.002008
Path Entropy(↓):  0.014536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by damien dante wayans
Start Entity:     Damien Dante Wayans
Gold Answer:      [['Shoshana Bush']]
Predicted Ans:    Shoshana Bush
Predicted Path:   Damien Dante Wayans --[(INV) written_by]--> Dance Flick --[starred_actors]--> Shoshana Bush
Path (Raw):       Damien Dante Wayans --[No Operation]--> Damien Dante Wayans --[(INV) written_by]--> Dance Flick --[starred_actors]--> Shoshana Bush
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of we are what we are
Start Entity:     We Are What We Are
Gold Answer:      [['Jim Mickle']]
Predicted Ans:    Jim Mickle
Predicted Path:   We Are What We Are --[directed_by]--> Jorge Michel Grau --[(INV) directed_by]--> We Are What We Are --[directed_by]--> Jim Mickle
Path (Raw):       We Are What We Are --[directed_by]--> Jorge Michel Grau --[(INV) directed_by]--> We Are What We Are --[directed_by]--> Jim Mickle
Neg LogProb(↓):   0.391430
Path Entropy(↓):  0.809326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by wes bentley were directed by who
Start Entity:     Wes Bentley
Gold Answer:      [['Don Sharp', 'Geoffrey Haley', 'Shekhar Kapur', 'Roland Joffé', 'Franck Khalfoun', 'Sam Mendes', 'Zoltan Korda']]
Predicted Ans:    Zoltan Korda
Predicted Path:   Wes Bentley --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Zoltan Korda
Path (Raw):       Wes Bentley --[No Operation]--> Wes Bentley --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Zoltan Korda
Neg LogProb(↓):   0.455114
Path Entropy(↓):  0.827637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by george schaefer were released in which years
Start Entity:     George Schaefer
Gold Answer:      [['1971', '1950', '1978', '1996']]
Predicted Ans:    1996
Predicted Path:   George Schaefer --[(INV) directed_by]--> Harvey --[release_year]--> 1996
Path (Raw):       George Schaefer --[No Operation]--> George Schaefer --[(INV) directed_by]--> Harvey --[release_year]--> 1996
Neg LogProb(↓):   0.442494
Path Entropy(↓):  0.961194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film epic
Start Entity:     Epic
Gold Answer:      [['Michael J. Wilson']]
Predicted Ans:    Michael J. Wilson
Predicted Path:   Epic --[directed_by]--> Chris Wedge --[(INV) directed_by]--> Ice Age --[written_by]--> Michael J. Wilson
Path (Raw):       Epic --[directed_by]--> Chris Wedge --[(INV) directed_by]--> Ice Age --[written_by]--> Michael J. Wilson
Neg LogProb(↓):   0.150426
Path Entropy(↓):  0.479783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by rolf hadrich
Start Entity:     Rolf Hädrich
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Rolf Hädrich --[(INV) directed_by]--> Stop Train 349 --[release_year]--> 1963
Path (Raw):       Rolf Hädrich --[No Operation]--> Rolf Hädrich --[(INV) directed_by]--> Stop Train 349 --[release_year]--> 1963
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by jamaica kincaid released
Start Entity:     Jamaica Kincaid
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Jamaica Kincaid --[(INV) written_by]--> Life and Debt --[release_year]--> 2001
Path (Raw):       Jamaica Kincaid --[No Operation]--> Jamaica Kincaid --[(INV) written_by]--> Life and Debt --[release_year]--> 2001
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe taps
Start Entity:     Taps
Gold Answer:      [['sean penn', 'george c. scott']]
Predicted Ans:    sean penn
Predicted Path:   Taps --[has_tags]--> sean penn --[(INV) has_tags]--> The Indian Runner --[has_tags]--> sean penn
Path (Raw):       Taps --[has_tags]--> sean penn --[(INV) has_tags]--> The Indian Runner --[has_tags]--> sean penn
Neg LogProb(↓):   0.098565
Path Entropy(↓):  0.410546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by john fortenberry fall under
Start Entity:     John Fortenberry
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Fortenberry --[(INV) directed_by]--> Jury Duty --[has_genre]--> Comedy
Path (Raw):       John Fortenberry --[No Operation]--> John Fortenberry --[(INV) directed_by]--> Jury Duty --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter barry primus wrote films together with who
Start Entity:     Barry Primus
Gold Answer:      [['J.F. Lawton']]
Predicted Ans:    J.F. Lawton
Predicted Path:   Barry Primus --[(INV) written_by]--> Mistress --[written_by]--> J.F. Lawton
Path (Raw):       Barry Primus --[No Operation]--> Barry Primus --[(INV) written_by]--> Mistress --[written_by]--> J.F. Lawton
Neg LogProb(↓):   0.504739
Path Entropy(↓):  0.671502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie slaves of new york
Start Entity:     Slaves of New York
Gold Answer:      [['1988', '1978', '1997', '1950', '1914', '1989', '1993', '1991', '1936', '2006', '1985', '2014', '1979', '1981', '2015', '2011', '1984', '1977']]
Predicted Ans:    1936
Predicted Path:   Slaves of New York --[starred_actors]--> Bernadette Peters --[(INV) starred_actors]--> Pennies from Heaven --[release_year]--> 1936
Path (Raw):       Slaves of New York --[starred_actors]--> Bernadette Peters --[(INV) starred_actors]--> Pennies from Heaven --[release_year]--> 1936
Neg LogProb(↓):   1.627548
Path Entropy(↓):  2.490863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with andrew duggan
Start Entity:     Andrew Duggan
Gold Answer:      [['Shirley Knight']]
Predicted Ans:    Shirley Knight
Predicted Path:   Andrew Duggan --[(INV) starred_actors]--> House of Women --[starred_actors]--> Shirley Knight
Path (Raw):       Andrew Duggan --[No Operation]--> Andrew Duggan --[(INV) starred_actors]--> House of Women --[starred_actors]--> Shirley Knight
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with ted levine
Start Entity:     Ted Levine
Gold Answer:      [['Marcia Gay Harden', 'Christopher McDonald', 'William H. Macy', 'Robert Englund', 'Kelly Reilly', 'Rosanna Arquette', 'Sam Rockwell', 'Robin Williams', 'Kieran Culkin']]
Predicted Ans:    Sam Rockwell
Predicted Path:   Ted Levine --[(INV) starred_actors]--> A Single Shot --[starred_actors]--> Sam Rockwell
Path (Raw):       Ted Levine --[No Operation]--> Ted Levine --[(INV) starred_actors]--> A Single Shot --[starred_actors]--> Sam Rockwell
Neg LogProb(↓):   0.192545
Path Entropy(↓):  0.565305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote survival quest
Start Entity:     Survival Quest
Gold Answer:      [['Don Coscarelli']]
Predicted Ans:    Don Coscarelli
Predicted Path:   Survival Quest --[written_by]--> Don Coscarelli --[(INV) written_by]--> Phantasm --[directed_by]--> Don Coscarelli
Path (Raw):       Survival Quest --[written_by]--> Don Coscarelli --[(INV) written_by]--> Phantasm --[directed_by]--> Don Coscarelli
Neg LogProb(↓):   0.272127
Path Entropy(↓):  0.584377
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film more american graffiti are directed by who
Start Entity:     More American Graffiti
Gold Answer:      [['Don Siegel', 'Nicolas Roeg', 'Ron Howard', 'Lionel Chetwynd', 'Michael Laughlin', 'Michael Winner', 'Cordell Barker', 'George Lucas', 'Larry Cohen', 'Jonathan Demme', 'Howard Hawks']]
Predicted Ans:    Bill L. Norton
Predicted Path:   More American Graffiti --[starred_actors]--> Paul Le Mat --[(INV) starred_actors]--> More American Graffiti --[directed_by]--> Bill L. Norton
Path (Raw):       More American Graffiti --[starred_actors]--> Paul Le Mat --[(INV) starred_actors]--> More American Graffiti --[directed_by]--> Bill L. Norton
Neg LogProb(↓):   0.335224
Path Entropy(↓):  0.972079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of without love
Start Entity:     Without Love
Gold Answer:      [['Donna Reed', 'Philip Dorn', 'Lew Ayres', 'Lionel Barrymore']]
Predicted Ans:    Katharine Hepburn
Predicted Path:   Without Love --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[starred_actors]--> Katharine Hepburn
Path (Raw):       Without Love --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[starred_actors]--> Katharine Hepburn
Neg LogProb(↓):   0.075374
Path Entropy(↓):  0.260375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor ashley tisdale appeared in the same movie with who
Start Entity:     Ashley Tisdale
Gold Answer:      [['Austin Butler', 'Carter Jenkins', 'Zac Efron', 'Vanessa Hudgens', 'Lucas Grabeel']]
Predicted Ans:    Zac Efron
Predicted Path:   Ashley Tisdale --[(INV) starred_actors]--> High School Musical --[starred_actors]--> Zac Efron
Path (Raw):       Ashley Tisdale --[No Operation]--> Ashley Tisdale --[(INV) starred_actors]--> High School Musical --[starred_actors]--> Zac Efron
Neg LogProb(↓):   1.061697
Path Entropy(↓):  1.736618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by bruce lee
Start Entity:     Bruce Lee
Gold Answer:      [['1978', '2010']]
Predicted Ans:    2010
Predicted Path:   Bruce Lee --[(INV) directed_by]--> Game of Death --[release_year]--> 2010
Path (Raw):       Bruce Lee --[No Operation]--> Bruce Lee --[(INV) directed_by]--> Game of Death --[release_year]--> 2010
Neg LogProb(↓):   0.321701
Path Entropy(↓):  0.588440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter madame de la fayette wrote films together with who
Start Entity:     Madame de La Fayette
Gold Answer:      [['Bertrand Tavernier']]
Predicted Ans:    Bertrand Tavernier
Predicted Path:   Madame de La Fayette --[(INV) written_by]--> The Princess of Montpensier --[written_by]--> Bertrand Tavernier
Path (Raw):       Madame de La Fayette --[No Operation]--> Madame de La Fayette --[(INV) written_by]--> The Princess of Montpensier --[written_by]--> Bertrand Tavernier
Neg LogProb(↓):   0.201050
Path Entropy(↓):  0.599901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the skeleton key in
Start Entity:     The Skeleton Key
Gold Answer:      [['French', 'Urdu', 'English', 'Greek', 'Hungarian', 'Korean', 'German']]
Predicted Ans:    English
Predicted Path:   The Skeleton Key --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Path (Raw):       The Skeleton Key --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.312929
Path Entropy(↓):  0.942363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie machine gun preacher
Start Entity:     Machine Gun Preacher
Gold Answer:      [['gerard butler', 'marc forster']]
Predicted Ans:    marc forster
Predicted Path:   Machine Gun Preacher --[has_tags]--> marc forster --[(INV) has_tags]--> The Kite Runner --[has_tags]--> marc forster
Path (Raw):       Machine Gun Preacher --[has_tags]--> marc forster --[(INV) has_tags]--> The Kite Runner --[has_tags]--> marc forster
Neg LogProb(↓):   0.005200
Path Entropy(↓):  0.039738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the monk
Start Entity:     The Monk
Gold Answer:      [['Dominik Moll']]
Predicted Ans:    Matthew Lewis
Predicted Path:   The Monk --[directed_by]--> Dominik Moll --[(INV) directed_by]--> The Monk --[written_by]--> Matthew Lewis
Path (Raw):       The Monk --[directed_by]--> Dominik Moll --[(INV) directed_by]--> The Monk --[written_by]--> Matthew Lewis
Neg LogProb(↓):   0.216298
Path Entropy(↓):  0.700230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film written by manuel komroff
Start Entity:     Manuel Komroff
Gold Answer:      [['The Scarlet Empress']]
Predicted Ans:    The Scarlet Empress
Predicted Path:   Manuel Komroff --[(INV) written_by]--> The Scarlet Empress --[written_by]--> Manuel Komroff --[(INV) written_by]--> The Scarlet Empress
Path (Raw):       Manuel Komroff --[(INV) written_by]--> The Scarlet Empress --[written_by]--> Manuel Komroff --[(INV) written_by]--> The Scarlet Empress
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by sarah williams in
Start Entity:     Sarah Williams
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Sarah Williams --[(INV) written_by]--> Becoming Jane --[in_language]--> English
Path (Raw):       Sarah Williams --[No Operation]--> Sarah Williams --[(INV) written_by]--> Becoming Jane --[in_language]--> English
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did claire denis write
Start Entity:     Claire Denis
Gold Answer:      [['The Intruder', 'Trouble Every Day', 'Chocolat', 'Bastards', "I Can't Sleep", 'Beau Travail', 'White Material', '35 Shots of Rum']]
Predicted Ans:    Bastards
Predicted Path:   Claire Denis --[(INV) written_by]--> Bastards --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards
Path (Raw):       Claire Denis --[(INV) written_by]--> Bastards --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards
Neg LogProb(↓):   0.577509
Path Entropy(↓):  1.459320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by quantum of solace screenwriters
Start Entity:     Quantum of Solace
Gold Answer:      [['Sport', 'Drama', 'War', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Quantum of Solace --[written_by]--> Paul Haggis --[(INV) written_by]--> Crash --[has_genre]--> Drama
Path (Raw):       Quantum of Solace --[written_by]--> Paul Haggis --[(INV) written_by]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   1.029268
Path Entropy(↓):  1.242155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of blake t. evans written movies
Start Entity:     Blake T. Evans
Gold Answer:      [['Tony Bill']]
Predicted Ans:    Tony Bill
Predicted Path:   Blake T. Evans --[(INV) written_by]--> Flyboys --[directed_by]--> Tony Bill
Path (Raw):       Blake T. Evans --[No Operation]--> Blake T. Evans --[(INV) written_by]--> Flyboys --[directed_by]--> Tony Bill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film a high wind in jamaica
Start Entity:     A High Wind in Jamaica
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A High Wind in Jamaica --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       A High Wind in Jamaica --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.499994
Path Entropy(↓):  4.633568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie an officer and a gentleman
Start Entity:     An Officer and a Gentleman
Gold Answer:      [['Jerry Zucker', 'Jon Avnet', 'John Schlesinger', 'Glenn Gordon Caron', 'Nicholas Jarecki', 'Don Medford', 'Adrian Lyne', 'Ivan Reitman', 'David S. Ward', 'Bob Rafelson', 'Bruce Beresford', 'Mark Rydell', 'Karel Reisz', 'Gottfried Reinhardt', 'James L. Brooks', 'Antoine Fuqua', 'Scott McGehee', 'David Siegel', 'Phil Joanou', 'Jim McBride', 'Richard Ayoade', 'Stephen Gyllenhaal', 'Jon Amiel', 'Bernardo Bertolucci', 'Francis Ford Coppola', 'Nunnally Johnson', 'Mira Nair', 'Gregory Hoblit', 'Paul Schrader', 'Robert Mulligan', 'Richard Pearce', 'Arliss Howard', 'Billy Crystal', 'Garry Marshall', 'Sidney Lumet', 'Michael Brandt', 'Karl Mueller', 'Terrence Malick', 'Mark Pellington', 'Joan Chen', 'Mike Figgis', 'James Bridges']]
Predicted Ans:    Nicholas Jarecki
Predicted Path:   An Officer and a Gentleman --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Arbitrage --[directed_by]--> Nicholas Jarecki
Path (Raw):       An Officer and a Gentleman --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Arbitrage --[directed_by]--> Nicholas Jarecki
Neg LogProb(↓):   0.790846
Path Entropy(↓):  1.784601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the pillow book
Start Entity:     The Pillow Book
Gold Answer:      [['Vivian Wu']]
Predicted Ans:    Ralph Fiennes
Predicted Path:   The Pillow Book --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Baby of Mâcon --[starred_actors]--> Ralph Fiennes
Path (Raw):       The Pillow Book --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Baby of Mâcon --[starred_actors]--> Ralph Fiennes
Neg LogProb(↓):   0.315391
Path Entropy(↓):  1.041801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by noah bean were released in which years
Start Entity:     Noah Bean
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Noah Bean --[(INV) starred_actors]--> The Pill --[release_year]--> 2011
Path (Raw):       Noah Bean --[No Operation]--> Noah Bean --[(INV) starred_actors]--> The Pill --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of gardens of the night
Start Entity:     Gardens of the Night
Gold Answer:      [['Damian Harris']]
Predicted Ans:    Damian Harris
Predicted Path:   Gardens of the Night --[directed_by]--> Damian Harris --[(INV) directed_by]--> Mercy --[directed_by]--> Damian Harris
Path (Raw):       Gardens of the Night --[directed_by]--> Damian Harris --[(INV) directed_by]--> Mercy --[directed_by]--> Damian Harris
Neg LogProb(↓):   0.205025
Path Entropy(↓):  0.485800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of to be or not to be
Start Entity:     To Be or Not to Be
Gold Answer:      [['Edwin Justus Mayer', 'Melchior Lengyel']]
Predicted Ans:    Melchior Lengyel
Predicted Path:   To Be or Not to Be --[written_by]--> Ronny Graham --[(INV) written_by]--> To Be or Not to Be --[written_by]--> Melchior Lengyel
Path (Raw):       To Be or Not to Be --[written_by]--> Ronny Graham --[(INV) written_by]--> To Be or Not to Be --[written_by]--> Melchior Lengyel
Neg LogProb(↓):   0.823805
Path Entropy(↓):  1.153959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does marlee matlin appear in
Start Entity:     Marlee Matlin
Gold Answer:      [['Children of a Lesser God', 'Dead Silence', 'Hear No Evil']]
Predicted Ans:    Late Bloomers
Predicted Path:   Marlee Matlin --[(INV) starred_actors]--> Children of a Lesser God --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers
Path (Raw):       Marlee Matlin --[(INV) starred_actors]--> Children of a Lesser God --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers
Neg LogProb(↓):   0.605082
Path Entropy(↓):  1.118596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of lovesick
Start Entity:     Lovesick
Gold Answer:      [['Clint Eastwood', 'Eddy Terstall', 'Marshall Brickman', 'Mark Rydell', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Lovesick --[written_by]--> Marshall Brickman --[(INV) written_by]--> Manhattan --[directed_by]--> Woody Allen
Path (Raw):       Lovesick --[written_by]--> Marshall Brickman --[(INV) written_by]--> Manhattan --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.256529
Path Entropy(↓):  0.834827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does deadfall fall under
Start Entity:     Deadfall
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Deadfall --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Deadfall --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.770770
Path Entropy(↓):  5.122924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film something to talk about
Start Entity:     Something to Talk About
Gold Answer:      [['1988', '2000', '1975', '2001', '2012', '2005', '1993', '1991', '2010', '2006', '1985', '1999', '2014', '1987', '1986', '2011', '2013']]
Predicted Ans:    1985
Predicted Path:   Something to Talk About --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[release_year]--> 1985
Path (Raw):       Something to Talk About --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[release_year]--> 1985
Neg LogProb(↓):   1.000970
Path Entropy(↓):  1.667711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of last year at marienbad
Start Entity:     Last Year at Marienbad
Gold Answer:      [['1983', '1997', '2009', '1950', '2003', '1993', '2006', '2012', '1955', '1956', '1977']]
Predicted Ans:    1961
Predicted Path:   Last Year at Marienbad --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Last Year at Marienbad --[release_year]--> 1961
Path (Raw):       Last Year at Marienbad --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Last Year at Marienbad --[release_year]--> 1961
Neg LogProb(↓):   1.406170
Path Entropy(↓):  2.190371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote come and get it
Start Entity:     Come and Get It
Gold Answer:      [['Sam Wood', 'George Cukor', 'James Whale', 'Diane English', 'Michael Winner', 'Wesley Ruggles', 'Tay Garnett', 'Jules Furthman', 'W.S. Van Dyke', 'George Stevens', 'Josef von Sternberg', 'William A. Wellman', 'Anthony Mann', 'Sidney Franklin', 'George Sidney', 'Victor Fleming', 'Howard Hawks']]
Predicted Ans:    George Cukor
Predicted Path:   Come and Get It --[written_by]--> Jane Murfin --[(INV) written_by]--> The Women --[directed_by]--> George Cukor
Path (Raw):       Come and Get It --[written_by]--> Jane Murfin --[(INV) written_by]--> The Women --[directed_by]--> George Cukor
Neg LogProb(↓):   0.941902
Path Entropy(↓):  1.394717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with trent ford
Start Entity:     Trent Ford
Gold Answer:      [['Mandy Moore', 'Allison Janney']]
Predicted Ans:    Allison Janney
Predicted Path:   Trent Ford --[(INV) starred_actors]--> How to Deal --[starred_actors]--> Allison Janney
Path (Raw):       Trent Ford --[No Operation]--> Trent Ford --[(INV) starred_actors]--> How to Deal --[starred_actors]--> Allison Janney
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does robert foxworth act in
Start Entity:     Robert Foxworth
Gold Answer:      [['The Questor Tapes', 'Prophecy']]
Predicted Ans:    Prophecy
Predicted Path:   Robert Foxworth --[(INV) starred_actors]--> Prophecy --[starred_actors]--> Robert Foxworth --[(INV) starred_actors]--> Prophecy
Path (Raw):       Robert Foxworth --[(INV) starred_actors]--> Prophecy --[starred_actors]--> Robert Foxworth --[(INV) starred_actors]--> Prophecy
Neg LogProb(↓):   0.018876
Path Entropy(↓):  0.097640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the enchanted cottage were released in which years
Start Entity:     The Enchanted Cottage
Gold Answer:      [['1954', '1944', '1959', '1936', '1935', '1967', '1941', '1963', '1957', '1947', '1956', '1948', '1942', '1940', '1938', '1955', '1949', '1950', '1960', '1945', '1937']]
Predicted Ans:    1956
Predicted Path:   The Enchanted Cottage --[starred_actors]--> Dorothy McGuire --[(INV) starred_actors]--> Friendly Persuasion --[release_year]--> 1956
Path (Raw):       The Enchanted Cottage --[starred_actors]--> Dorothy McGuire --[(INV) starred_actors]--> Friendly Persuasion --[release_year]--> 1956
Neg LogProb(↓):   1.037053
Path Entropy(↓):  1.502891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of wusa
Start Entity:     WUSA
Gold Answer:      [['1978', '2009', '2013']]
Predicted Ans:    1970
Predicted Path:   WUSA --[written_by]--> Robert Stone --[(INV) written_by]--> WUSA --[release_year]--> 1970
Path (Raw):       WUSA --[written_by]--> Robert Stone --[(INV) written_by]--> WUSA --[release_year]--> 1970
Neg LogProb(↓):   0.096356
Path Entropy(↓):  0.394517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by jason lively
Start Entity:     Jason Lively
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Jason Lively --[(INV) starred_actors]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Jason Lively --[No Operation]--> Jason Lively --[(INV) starred_actors]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote a river runs through it
Start Entity:     A River Runs Through It
Gold Answer:      [['Richard Friedenberg']]
Predicted Ans:    Robert Redford
Predicted Path:   A River Runs Through It --[written_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[directed_by]--> Robert Redford
Path (Raw):       A River Runs Through It --[written_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[directed_by]--> Robert Redford
Neg LogProb(↓):   0.003267
Path Entropy(↓):  0.024450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by scarlet street actors
Start Entity:     Scarlet Street
Gold Answer:      [['George Cukor', 'William Dieterle', 'Fritz Lang', 'Cecil B. DeMille', 'Edward F. Cline', 'John Huston', 'Rudolph Maté', 'Lewis Allen', 'Roy Rowland', 'William A. Wellman', 'Mervyn LeRoy', 'Billy Wilder', 'Henry Hathaway', 'John Ford', 'Alfred E. Green', 'Steve Sekely', 'Mark Robson', 'Michael Curtiz', 'Jerry Paris', 'Frank Capra', 'Howard Hawks', 'Anatole Litvak', 'Douglas Sirk', 'Luchino Visconti', 'Jack Arnold', 'Max Ophüls', 'Neil Jordan', 'Jack Cardiff', 'Arnold Laven', 'Vincente Minnelli', 'Gillian Armstrong', 'John Farrow', 'James Whale', 'Lloyd Bacon', 'Orson Welles', 'Randall Wallace', 'Rowland V. Lee', 'Phil Karlson', 'Joseph L. Mankiewicz', 'Jean Renoir', 'Stuart Heisler', 'Gary Sherman']]
Predicted Ans:    Randall Wallace
Predicted Path:   Scarlet Street --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> The Man in the Iron Mask --[directed_by]--> Randall Wallace
Path (Raw):       Scarlet Street --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> The Man in the Iron Mask --[directed_by]--> Randall Wallace
Neg LogProb(↓):   0.424590
Path Entropy(↓):  0.926997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the sand pebbles actors
Start Entity:     The Sand Pebbles
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Biography
Predicted Path:   The Sand Pebbles --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> Papillon --[has_genre]--> Biography
Path (Raw):       The Sand Pebbles --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> Papillon --[has_genre]--> Biography
Neg LogProb(↓):   0.745240
Path Entropy(↓):  1.571671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of hot tub time machine 2
Start Entity:     Hot Tub Time Machine 2
Gold Answer:      [['Mark Perez', 'Bill Collage', 'Adam Cooper', 'David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Hot Tub Time Machine 2 --[directed_by]--> Steve Pink --[(INV) directed_by]--> About Last Night --[written_by]--> David Mamet
Path (Raw):       Hot Tub Time Machine 2 --[directed_by]--> Steve Pink --[(INV) directed_by]--> About Last Night --[written_by]--> David Mamet
Neg LogProb(↓):   0.072657
Path Entropy(↓):  0.284440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the heavy in
Start Entity:     The Heavy
Gold Answer:      [['Lithuanian', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Heavy --[starred_actors]--> Shannyn Sossamon --[(INV) starred_actors]--> One Missed Call --[in_language]--> Japanese
Path (Raw):       The Heavy --[starred_actors]--> Shannyn Sossamon --[(INV) starred_actors]--> One Missed Call --[in_language]--> Japanese
Neg LogProb(↓):   0.007718
Path Entropy(↓):  0.050939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the dark at the top of the stairs also wrote which films
Start Entity:     The Dark at the Top of the Stairs
Gold Answer:      [['Come Back, Little Sheba', 'Splendor in the Grass', 'All Fall Down', 'Bus Stop', 'Picnic']]
Predicted Ans:    Picnic
Predicted Path:   The Dark at the Top of the Stairs --[written_by]--> William Inge --[(INV) written_by]--> Picnic
Path (Raw):       The Dark at the Top of the Stairs --[written_by]--> William Inge --[(INV) written_by]--> Picnic --[No Operation]--> Picnic
Neg LogProb(↓):   0.409390
Path Entropy(↓):  1.076361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of eve arden starred movies
Start Entity:     Eve Arden
Gold Answer:      [['Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Eve Arden --[(INV) starred_actors]--> Mildred Pierce --[directed_by]--> Michael Curtiz
Path (Raw):       Eve Arden --[No Operation]--> Eve Arden --[(INV) starred_actors]--> Mildred Pierce --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.001312
Path Entropy(↓):  0.010874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the man who knew too little
Start Entity:     The Man Who Knew Too Little
Gold Answer:      [['Drama', 'Biography', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Man Who Knew Too Little --[directed_by]--> Jon Amiel --[(INV) directed_by]--> The Man Who Knew Too Little --[has_genre]--> Comedy
Path (Raw):       The Man Who Knew Too Little --[directed_by]--> Jon Amiel --[(INV) directed_by]--> The Man Who Knew Too Little --[has_genre]--> Comedy
Neg LogProb(↓):   0.542801
Path Entropy(↓):  1.071910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Kirby dick appears in which movies
Start Entity:     Kirby Dick
Gold Answer:      [['The Invisible War']]
Predicted Ans:    The Invisible War
Predicted Path:   Kirby Dick --[(INV) starred_actors]--> The Invisible War --[starred_actors]--> Amy Ziering --[(INV) starred_actors]--> The Invisible War
Path (Raw):       Kirby Dick --[(INV) starred_actors]--> The Invisible War --[starred_actors]--> Amy Ziering --[(INV) starred_actors]--> The Invisible War
Neg LogProb(↓):   0.003940
Path Entropy(↓):  0.025788
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the confessional
Start Entity:     The Confessional
Gold Answer:      [['Possible Worlds']]
Predicted Ans:    The Confessional
Predicted Path:   The Confessional --[directed_by]--> Robert Lepage --[(INV) directed_by]--> The Confessional
Path (Raw):       The Confessional --[No Operation]--> The Confessional --[directed_by]--> Robert Lepage --[(INV) directed_by]--> The Confessional
Neg LogProb(↓):   0.000128
Path Entropy(↓):  0.001281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by pernilla august were released in which years
Start Entity:     Pernilla August
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Pernilla August --[(INV) written_by]--> Beyond --[release_year]--> 2010
Path (Raw):       Pernilla August --[No Operation]--> Pernilla August --[(INV) written_by]--> Beyond --[release_year]--> 2010
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does gerard butler appear in
Start Entity:     Gerard Butler
Gold Answer:      [["Nim's Island", 'Playing for Keeps', 'The Bounty Hunter', 'Law Abiding Citizen', 'Timeline', 'How to Train Your Dragon 2', 'Gamer', '300', 'Dracula 2000', 'Reign of Fire', 'Olympus Has Fallen', 'How to Train Your Dragon', 'RocknRolla', 'The Phantom of the Opera', 'The Ugly Truth', 'Machine Gun Preacher']]
Predicted Ans:    Dracula 2000
Predicted Path:   Gerard Butler --[(INV) starred_actors]--> Dracula 2000 --[starred_actors]--> Justine Waddell --[(INV) starred_actors]--> Dracula 2000
Path (Raw):       Gerard Butler --[(INV) starred_actors]--> Dracula 2000 --[starred_actors]--> Justine Waddell --[(INV) starred_actors]--> Dracula 2000
Neg LogProb(↓):   0.171188
Path Entropy(↓):  0.748153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with carlen altman
Start Entity:     Carlen Altman
Gold Answer:      [['Alex Ross Perry']]
Predicted Ans:    Alex Ross Perry
Predicted Path:   Carlen Altman --[(INV) written_by]--> The Color Wheel --[written_by]--> Alex Ross Perry
Path (Raw):       Carlen Altman --[No Operation]--> Carlen Altman --[(INV) written_by]--> The Color Wheel --[written_by]--> Alex Ross Perry
Neg LogProb(↓):   0.572748
Path Entropy(↓):  0.684940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film the big clock were in which genres
Start Entity:     The Big Clock
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Big Clock --[written_by]--> Jonathan Latimer --[(INV) written_by]--> The Unholy Wife --[has_genre]--> Drama
Path (Raw):       The Big Clock --[written_by]--> Jonathan Latimer --[(INV) written_by]--> The Unholy Wife --[has_genre]--> Drama
Neg LogProb(↓):   0.157225
Path Entropy(↓):  0.419467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with hayden christensen
Start Entity:     Hayden Christensen
Gold Answer:      [['Adrien Brody', 'Jessica Alba', 'Terrence Howard', 'Natalie Portman', 'Matt Dillon', 'Lena Olin', 'Diane Lane', 'John Leguizamo', 'Chris Brown', 'Thandie Newton', 'Peter Sarsgaard', 'Jordana Brewster', 'Michael Ealy', 'Chloë Sevigny', 'Rachel Bilson', 'Jamie Bell']]
Predicted Ans:    Jessica Alba
Predicted Path:   Hayden Christensen --[(INV) starred_actors]--> Awake --[starred_actors]--> Jessica Alba
Path (Raw):       Hayden Christensen --[No Operation]--> Hayden Christensen --[(INV) starred_actors]--> Awake --[starred_actors]--> Jessica Alba
Neg LogProb(↓):   0.008577
Path Entropy(↓):  0.050578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the trapped ashes director
Start Entity:     Trapped Ashes
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Trapped Ashes --[directed_by]--> Sean S. Cunningham --[(INV) directed_by]--> Friday the 13th --[has_genre]--> Horror
Path (Raw):       Trapped Ashes --[directed_by]--> Sean S. Cunningham --[(INV) directed_by]--> Friday the 13th --[has_genre]--> Horror
Neg LogProb(↓):   0.488803
Path Entropy(↓):  0.667223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the loss of sexual innocence were released in which years
Start Entity:     The Loss of Sexual Innocence
Gold Answer:      [['1995', '1988', '2000', '1997', '2001', '1991', '1967']]
Predicted Ans:    1995
Predicted Path:   The Loss of Sexual Innocence --[written_by]--> Mike Figgis --[(INV) written_by]--> Leaving Las Vegas --[release_year]--> 1995
Path (Raw):       The Loss of Sexual Innocence --[written_by]--> Mike Figgis --[(INV) written_by]--> Leaving Las Vegas --[release_year]--> 1995
Neg LogProb(↓):   0.780869
Path Entropy(↓):  1.010723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by roxanne hart
Start Entity:     Roxanne Hart
Gold Answer:      [['Russell Mulcahy', 'Kiyoshi Kurosawa', 'Jim Sonzero', 'Paul Golding', 'Paul Bogart']]
Predicted Ans:    Jim Sonzero
Predicted Path:   Roxanne Hart --[(INV) starred_actors]--> Pulse --[directed_by]--> Jim Sonzero
Path (Raw):       Roxanne Hart --[No Operation]--> Roxanne Hart --[(INV) starred_actors]--> Pulse --[directed_by]--> Jim Sonzero
Neg LogProb(↓):   0.849039
Path Entropy(↓):  1.578138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by sam weisman
Start Entity:     Sam Weisman
Gold Answer:      [['2001', '1995']]
Predicted Ans:    2001
Predicted Path:   Sam Weisman --[(INV) directed_by]--> What's the Worst That Could Happen? --[release_year]--> 2001
Path (Raw):       Sam Weisman --[No Operation]--> Sam Weisman --[(INV) directed_by]--> What's the Worst That Could Happen? --[release_year]--> 2001
Neg LogProb(↓):   0.412879
Path Entropy(↓):  0.640534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with colonel redl in
Start Entity:     Colonel Redl
Gold Answer:      [['Hungarian', 'German']]
Predicted Ans:    Tony Richardson
Predicted Path:   Colonel Redl --[written_by]--> John Osborne --[(INV) written_by]--> Look Back in Anger --[directed_by]--> Tony Richardson
Path (Raw):       Colonel Redl --[written_by]--> John Osborne --[(INV) written_by]--> Look Back in Anger --[directed_by]--> Tony Richardson
Neg LogProb(↓):   0.278058
Path Entropy(↓):  0.593774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of a very potter sequel
Start Entity:     A Very Potter Sequel
Gold Answer:      [['A Very Potter Musical']]
Predicted Ans:    A Very Potter Sequel
Predicted Path:   A Very Potter Sequel --[directed_by]--> Matt Lang --[(INV) directed_by]--> A Very Potter Sequel
Path (Raw):       A Very Potter Sequel --[directed_by]--> Matt Lang --[(INV) directed_by]--> A Very Potter Sequel --[No Operation]--> A Very Potter Sequel
Neg LogProb(↓):   0.286236
Path Entropy(↓):  0.580242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share writers with the movie safe conduct were released in which years
Start Entity:     Safe Conduct
Gold Answer:      [['1976', '1980', '1989', '2010', '1999', '1984']]
Predicted Ans:    2010
Predicted Path:   Safe Conduct --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[release_year]--> 2010
Path (Raw):       Safe Conduct --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[release_year]--> 2010
Neg LogProb(↓):   0.993804
Path Entropy(↓):  2.192811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the doors
Start Entity:     The Doors
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   The Doors --[written_by]--> Oliver Stone --[(INV) written_by]--> Comandante --[written_by]--> Oliver Stone
Path (Raw):       The Doors --[written_by]--> Oliver Stone --[(INV) written_by]--> Comandante --[written_by]--> Oliver Stone
Neg LogProb(↓):   0.492841
Path Entropy(↓):  1.030606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by paul jarrico release
Start Entity:     Paul Jarrico
Gold Answer:      [['1962', '1941', '1981']]
Predicted Ans:    1941
Predicted Path:   Paul Jarrico --[(INV) written_by]--> The Face Behind the Mask --[release_year]--> 1941
Path (Raw):       Paul Jarrico --[No Operation]--> Paul Jarrico --[(INV) written_by]--> The Face Behind the Mask --[release_year]--> 1941
Neg LogProb(↓):   0.000079
Path Entropy(↓):  0.000830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by john howard lawson
Start Entity:     John Howard Lawson
Gold Answer:      [['1929', '1938']]
Predicted Ans:    1929
Predicted Path:   John Howard Lawson --[(INV) written_by]--> Dynamite --[release_year]--> 1929
Path (Raw):       John Howard Lawson --[No Operation]--> John Howard Lawson --[(INV) written_by]--> Dynamite --[release_year]--> 1929
Neg LogProb(↓):   0.039331
Path Entropy(↓):  0.163409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in delivery man
Start Entity:     Delivery Man
Gold Answer:      [['Vince Vaughn', 'Cobie Smulders', 'Chris Pratt']]
Predicted Ans:    Cobie Smulders
Predicted Path:   Delivery Man --[starred_actors]--> Cobie Smulders --[(INV) starred_actors]--> Delivery Man --[starred_actors]--> Cobie Smulders
Path (Raw):       Delivery Man --[starred_actors]--> Cobie Smulders --[(INV) starred_actors]--> Delivery Man --[starred_actors]--> Cobie Smulders
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by agatha actors
Start Entity:     Agatha
Gold Answer:      [['English', 'Finnish']]
Predicted Ans:    English
Predicted Path:   Agatha --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Papillon --[in_language]--> English
Path (Raw):       Agatha --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Papillon --[in_language]--> English
Neg LogProb(↓):   0.488048
Path Entropy(↓):  0.689364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film yes man are directed by who
Start Entity:     Yes Man
Gold Answer:      [['Don Scardino', 'Peter Farrelly', 'Bobby Farrelly', 'Clive Donner', 'John Requa', 'Steve Martino', 'Jimmy Hayward', 'Glenn Ficarra', 'Dean Parisot', 'Ted Kotcheff', 'Tom Shadyac', 'Chuck Russell', 'Michel Gondry', 'Joel Schumacher', 'Peter Weir', 'David Mitchell', 'Brad Silberling', 'Robert Zemeckis', 'Ben Stiller', 'Julien Temple', 'Mark Waters', 'Frank Darabont']]
Predicted Ans:    Tom Shadyac
Predicted Path:   Yes Man --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> Bruce Almighty --[directed_by]--> Tom Shadyac
Path (Raw):       Yes Man --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> Bruce Almighty --[directed_by]--> Tom Shadyac
Neg LogProb(↓):   0.761226
Path Entropy(↓):  1.270326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of all i want for christmas
Start Entity:     All I Want for Christmas
Gold Answer:      [['Breakaway', 'The Tortured', 'Fire in the Sky']]
Predicted Ans:    Breakaway
Predicted Path:   All I Want for Christmas --[directed_by]--> Robert Lieberman --[(INV) directed_by]--> Breakaway
Path (Raw):       All I Want for Christmas --[No Operation]--> All I Want for Christmas --[directed_by]--> Robert Lieberman --[(INV) directed_by]--> Breakaway
Neg LogProb(↓):   0.824133
Path Entropy(↓):  1.169028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of bad lieutenant is also the director of which films
Start Entity:     Bad Lieutenant
Gold Answer:      [['The Addiction', 'New Rose Hotel', 'Dangerous Game', 'Go Go Tales', 'Mary', 'The Funeral', "'R Xmas", 'Chelsea on the Rocks', 'Fear City', 'Body Snatchers', 'The Driller Killer', 'The Blackout', 'King of New York', 'Welcome to New York', 'Cat Chaser']]
Predicted Ans:    Body Snatchers
Predicted Path:   Bad Lieutenant --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Body Snatchers
Path (Raw):       Bad Lieutenant --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Body Snatchers --[No Operation]--> Body Snatchers
Neg LogProb(↓):   0.974119
Path Entropy(↓):  1.874674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by cj7 actors
Start Entity:     CJ7
Gold Answer:      [['Vincent Kok', 'Gordon Chan', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   CJ7 --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Forbidden City Cop --[written_by]--> Stephen Chow
Path (Raw):       CJ7 --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Forbidden City Cop --[written_by]--> Stephen Chow
Neg LogProb(↓):   0.173465
Path Entropy(↓):  0.651684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is a day in the life
Start Entity:     A Day in the Life
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   A Day in the Life --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       A Day in the Life --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   1.155924
Path Entropy(↓):  2.250181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dimitris siatopoulos written films
Start Entity:     Dimitris Siatopoulos
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Dimitris Siatopoulos --[(INV) written_by]--> El Greco --[release_year]--> 2007
Path (Raw):       Dimitris Siatopoulos --[No Operation]--> Dimitris Siatopoulos --[(INV) written_by]--> El Greco --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by stephane foenkinos fall under
Start Entity:     Stéphane Foenkinos
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Stéphane Foenkinos --[(INV) directed_by]--> Delicacy --[has_genre]--> Comedy
Path (Raw):       Stéphane Foenkinos --[No Operation]--> Stéphane Foenkinos --[(INV) directed_by]--> Delicacy --[has_genre]--> Comedy
Neg LogProb(↓):   0.449556
Path Entropy(↓):  0.654610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by amy irving
Start Entity:     Amy Irving
Gold Answer:      [['English']]
Predicted Ans:    Joel Oliansky
Predicted Path:   Amy Irving --[(INV) starred_actors]--> The Competition --[directed_by]--> Joel Oliansky
Path (Raw):       Amy Irving --[No Operation]--> Amy Irving --[(INV) starred_actors]--> The Competition --[directed_by]--> Joel Oliansky
Neg LogProb(↓):   0.078283
Path Entropy(↓):  0.267423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by dan curtis
Start Entity:     Dan Curtis
Gold Answer:      [['Robert Marasco', 'Richard Matheson', 'Cathleen Schine', 'Jack Finney', 'Thomas Michael Donnelly', 'David France']]
Predicted Ans:    Richard Matheson
Predicted Path:   Dan Curtis --[(INV) directed_by]--> Trilogy of Terror --[written_by]--> Richard Matheson
Path (Raw):       Dan Curtis --[No Operation]--> Dan Curtis --[(INV) directed_by]--> Trilogy of Terror --[written_by]--> Richard Matheson
Neg LogProb(↓):   1.277016
Path Entropy(↓):  1.602906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in nuri bilge ceylan acted films
Start Entity:     Nuri Bilge Ceylan
Gold Answer:      [['Turkish']]
Predicted Ans:    Turkish
Predicted Path:   Nuri Bilge Ceylan --[(INV) written_by]--> Winter Sleep --[in_language]--> Turkish
Path (Raw):       Nuri Bilge Ceylan --[No Operation]--> Nuri Bilge Ceylan --[(INV) written_by]--> Winter Sleep --[in_language]--> Turkish
Neg LogProb(↓):   0.015640
Path Entropy(↓):  0.083690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with amy morton
Start Entity:     Amy Morton
Gold Answer:      [['Gary Busey', 'Thomas Ian Nicholas', 'Albert Hall']]
Predicted Ans:    Thomas Ian Nicholas
Predicted Path:   Amy Morton --[(INV) starred_actors]--> Rookie of the Year --[starred_actors]--> Thomas Ian Nicholas
Path (Raw):       Amy Morton --[No Operation]--> Amy Morton --[(INV) starred_actors]--> Rookie of the Year --[starred_actors]--> Thomas Ian Nicholas
Neg LogProb(↓):   0.012455
Path Entropy(↓):  0.067994
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie l. i. e. were in which genres
Start Entity:     L.I.E.
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   L.I.E. --[directed_by]--> Michael Cuesta --[(INV) directed_by]--> Kill the Messenger --[has_genre]--> Drama
Path (Raw):       L.I.E. --[directed_by]--> Michael Cuesta --[(INV) directed_by]--> Kill the Messenger --[has_genre]--> Drama
Neg LogProb(↓):   0.024085
Path Entropy(↓):  0.112836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of joe the king
Start Entity:     Joe the King
Gold Answer:      [['Frank Whaley']]
Predicted Ans:    Frank Whaley
Predicted Path:   Joe the King --[written_by]--> Frank Whaley --[(INV) written_by]--> The Jimmy Show --[directed_by]--> Frank Whaley
Path (Raw):       Joe the King --[written_by]--> Frank Whaley --[(INV) written_by]--> The Jimmy Show --[directed_by]--> Frank Whaley
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by ken leung
Start Entity:     Ken Leung
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Ken Leung --[(INV) starred_actors]--> Saw --[has_genre]--> Horror
Path (Raw):       Ken Leung --[No Operation]--> Ken Leung --[(INV) starred_actors]--> Saw --[has_genre]--> Horror
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with cocktail fall under
Start Entity:     Cocktail
Gold Answer:      [['Romance', 'Music', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Romance
Predicted Path:   Cocktail --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[has_genre]--> Romance
Path (Raw):       Cocktail --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[has_genre]--> Romance
Neg LogProb(↓):   0.606558
Path Entropy(↓):  1.265040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film chinese coffee
Start Entity:     Chinese Coffee
Gold Answer:      [['Armitage Trail', 'Waldo Salt', 'Linda Woolverton', 'Richard Price', 'Mario Puzo', 'Michael Mann', 'Erich Maria Remarque', 'Christophe Gans', 'Dino Risi', 'Robert Dillon', 'William Friedkin', 'Paul Attanasio', 'David Mamet', 'Gerald Walker', 'Oliver Stone', 'Nikolaj Frobenius', 'John Gregory Dunne', 'Erik Skjoldbjærg', 'David Koepp', 'Joseph D. Pistone', 'Richard Woodley', 'Robert Daley', 'Francis Ford Coppola', 'Eric Roth', 'Marie Brenner', 'Edwin Torres', 'Eleanor Bergstein', 'Jean Cocteau', 'Ruggero Maccari', 'Giovanni Arpino', 'Terrence McNally', 'Sidney Lumet', 'Roger Allers', 'Israel Horovitz', 'Paul Morrissey', 'Michael Radford', 'Bo Goldman', 'Norman Wexler', 'James Mills', 'Joan Didion', 'Peter Maas']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Chinese Coffee --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[written_by]--> Francis Ford Coppola
Path (Raw):       Chinese Coffee --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.836765
Path Entropy(↓):  1.775452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was he said, she said released
Start Entity:     He Said, She Said
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   He Said, She Said --[release_year]--> 1991 --[(INV) release_year]--> One Good Cop --[release_year]--> 1991
Path (Raw):       He Said, She Said --[release_year]--> 1991 --[(INV) release_year]--> One Good Cop --[release_year]--> 1991
Neg LogProb(↓):   1.919402
Path Entropy(↓):  3.334068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of pride and glory
Start Entity:     Pride and Glory
Gold Answer:      [['2011', '1999']]
Predicted Ans:    1999
Predicted Path:   Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Tumbleweeds --[release_year]--> 1999
Path (Raw):       Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Tumbleweeds --[release_year]--> 1999
Neg LogProb(↓):   0.592473
Path Entropy(↓):  0.976889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by land of the lost actors
Start Entity:     Land of the Lost
Gold Answer:      [['David Leland', 'Arch Oboler', 'Sol Saks', 'Raymond Carver', 'Todd Phillips', 'Ian Roberts', 'Jay Martel', 'John C. Reilly', 'Will Ferrell', 'Chris Kattan', 'James Dearden', 'Randall Jahnson', 'Etan Cohen', 'Russell DeGrazier', 'Mike Werb', 'Margret Rey', 'Adam McKay', 'Ben Best', 'Jody Hill', 'Danny McBride', 'Molly Shannon', 'Dan Rush', 'Ken Kaufman', 'Court Crandall', 'Scot Armstrong', 'David Berenbaum', 'Nick Leeson', 'Pam Brady', 'Nora Ephron', 'Mel Brooks', 'Chris Henchy', 'Shawn Harwell', 'Angela Huth']]
Predicted Ans:    Adam McKay
Predicted Path:   Land of the Lost --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[written_by]--> Adam McKay
Path (Raw):       Land of the Lost --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[written_by]--> Adam McKay
Neg LogProb(↓):   0.836752
Path Entropy(↓):  1.403494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter clif prowse wrote films together with who
Start Entity:     Clif Prowse
Gold Answer:      [['Derek Lee']]
Predicted Ans:    Derek Lee
Predicted Path:   Clif Prowse --[(INV) written_by]--> Afflicted --[written_by]--> Derek Lee
Path (Raw):       Clif Prowse --[No Operation]--> Clif Prowse --[(INV) written_by]--> Afflicted --[written_by]--> Derek Lee
Neg LogProb(↓):   0.044983
Path Entropy(↓):  0.180427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the baron of arizona
Start Entity:     The Baron of Arizona
Gold Answer:      [['James McTeigue', 'Joseph L. Mankiewicz', 'Lew Landers', 'Norman Taurog', 'Richard Fleischer', 'Jim Clark', 'Gordon Hessler', 'Roy Ward Baker', 'Ulli Lommel', 'André De Toth', 'Otto Preminger', 'John M. Stahl', 'William Butler', 'Michael Reeves', 'William Malone', 'Robert Fuest', 'Anatole Litvak', 'Jacques Tourneur', 'Joe May', 'Douglas Hickox', 'Mario Bava', 'Sidney Salkow', 'Lindsay Anderson', 'Ubaldo Ragona', 'John Farrow', 'Roger Corman', 'Tim Burton', 'Reginald Le Borg', 'Roland West', 'Crane Wilbur', 'William Castle', 'Richard Whorf', 'Robert Z. Leonard']]
Predicted Ans:    Roger Corman
Predicted Path:   The Baron of Arizona --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       The Baron of Arizona --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.501113
Path Entropy(↓):  2.527422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie crazy / beautiful are directed by who
Start Entity:     Crazy/Beautiful
Gold Answer:      [['Andrew Jarecki', 'Mike Newell', 'Hossein Amini', 'Clint Eastwood', 'Leslye Headland', 'Peter Bogdanovich', 'Richard Loncraine', 'Peyton Reed', 'Lars von Trier', 'Sofia Coppola', 'Sam Raimi', "Tommy O'Haver", 'Joe Johnston', 'Cameron Crowe', 'Andrew Fleming', 'John Lee Hancock', 'John Erick Dowdle', 'Eli Roth', 'Michael Patrick Jann']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Crazy/Beautiful --[starred_actors]--> Jay Hernandez --[(INV) starred_actors]--> The Rookie --[directed_by]--> Clint Eastwood
Path (Raw):       Crazy/Beautiful --[starred_actors]--> Jay Hernandez --[(INV) starred_actors]--> The Rookie --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   0.031631
Path Entropy(↓):  0.174283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did marcos bernstein write
Start Entity:     Marcos Bernstein
Gold Answer:      [['Central Station']]
Predicted Ans:    Central Station
Predicted Path:   Marcos Bernstein --[(INV) written_by]--> Central Station --[written_by]--> João Emanuel Carneiro --[(INV) written_by]--> Central Station
Path (Raw):       Marcos Bernstein --[(INV) written_by]--> Central Station --[written_by]--> João Emanuel Carneiro --[(INV) written_by]--> Central Station
Neg LogProb(↓):   0.200055
Path Entropy(↓):  0.473804
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie anatomy were in which languages
Start Entity:     Anatomy
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Anatomy --[written_by]--> Stefan Ruzowitzky --[(INV) written_by]--> Anatomy --[in_language]--> German
Path (Raw):       Anatomy --[written_by]--> Stefan Ruzowitzky --[(INV) written_by]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   0.000367
Path Entropy(↓):  0.003352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in tinker tailor soldier spy
Start Entity:     Tinker Tailor Soldier Spy
Gold Answer:      [['Walter Hill', 'Andrew Davies', 'Michael Goldenberg', 'Marc Guggenheim', 'Michael Green', 'George Orwell', 'Ron Clements', 'David E. Kelley', 'John Musker', 'Walker Hamilton', 'Richard Kwietniowski', 'Eski Thomas', 'Peter S. Beagle', 'Bob Clark', 'Dexter Fletcher', 'Guy Ritchie', 'Simon Kinberg', 'Michael Robert Johnson', 'Jane Austen', 'Lionel Wigram', 'Steve Lawson', 'Billy Bob Thornton', 'Bernard Pomerance', 'David Lynch', 'Eran Creevy', 'Richard Adams', 'Kelly Masterson', 'David Ignatius', 'Robert Ludlum', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves', 'Michael Cimino', 'Clive Exton', 'Louis Mellis', 'David Scinto', 'Paula Milne', 'Robert Harvey', 'Anthony Peckham', 'Steven Moffat', 'Benjamin Legrand', 'Denis Waldock', 'Peter Blackmore', 'Jacques Lob', 'Ludovic Kennedy', 'Álex de la Iglesia', 'Douglas McGrath', 'J.R.R. Tolkien', 'Chris Conkling', 'Nae Caranfil', 'Martin Rosen', 'William Monahan', 'Graham Greene', 'Thomas Babe', 'Arthur Conan Doyle', 'Jakob Schuh', 'Emlyn Williams', 'Julia Donaldson', 'Michael Radford', 'Hans Ruesch', 'Greg Berlanti', 'Max Lang', 'Guillermo Martínez', 'Quentin Crisp', 'Philip Mackie', 'Axel Scheffler']]
Predicted Ans:    Guillermo Martínez
Predicted Path:   Tinker Tailor Soldier Spy --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Path (Raw):       Tinker Tailor Soldier Spy --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Neg LogProb(↓):   1.079511
Path Entropy(↓):  1.484568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie to sir, with love
Start Entity:     To Sir, with Love
Gold Answer:      [['Sidney Poitier', 'Phil Alden Robinson', 'Daniel Mann', 'James B. Harris', 'Richard Benjamin', 'Sydney Pollack', 'Don Medford', 'Jack Cardiff', 'Norman Jewison', 'Kenny Leon', 'Ralph Nelson', 'William A. Wellman', 'Roger Spottiswoode', 'Joseph L. Mankiewicz', 'Guy Green', 'Martin Ritt', 'Frank Perry', 'Stanley Kramer']]
Predicted Ans:    Sidney Poitier
Predicted Path:   To Sir, with Love --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> Uptown Saturday Night --[directed_by]--> Sidney Poitier
Path (Raw):       To Sir, with Love --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> Uptown Saturday Night --[directed_by]--> Sidney Poitier
Neg LogProb(↓):   1.044825
Path Entropy(↓):  1.526478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the final countdown
Start Entity:     The Final Countdown
Gold Answer:      [['Don Taylor']]
Predicted Ans:    Don Taylor
Predicted Path:   The Final Countdown --[directed_by]--> Don Taylor --[(INV) directed_by]--> The Five Man Army --[directed_by]--> Don Taylor
Path (Raw):       The Final Countdown --[directed_by]--> Don Taylor --[(INV) directed_by]--> The Five Man Army --[directed_by]--> Don Taylor
Neg LogProb(↓):   0.083679
Path Entropy(↓):  0.299084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of adrian caetano
Start Entity:     Adrián Caetano
Gold Answer:      [['Julian Loyola', 'Esteban Student', 'Claudio Tamburrini']]
Predicted Ans:    Adrián Caetano
Predicted Path:   Adrián Caetano --[(INV) written_by]--> Chronicle of an Escape --[directed_by]--> Adrián Caetano
Path (Raw):       Adrián Caetano --[No Operation]--> Adrián Caetano --[(INV) written_by]--> Chronicle of an Escape --[directed_by]--> Adrián Caetano
Neg LogProb(↓):   0.034731
Path Entropy(↓):  0.162260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of colombiana
Start Entity:     Colombiana
Gold Answer:      [['Luc Besson', 'Robert Mark Kamen']]
Predicted Ans:    Luc Besson
Predicted Path:   Colombiana --[written_by]--> Luc Besson --[(INV) directed_by]--> The Family --[directed_by]--> Luc Besson
Path (Raw):       Colombiana --[written_by]--> Luc Besson --[(INV) directed_by]--> The Family --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.789395
Path Entropy(↓):  1.637180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of a promise
Start Entity:     A Promise
Gold Answer:      [['Louis Jourdan', 'Ralph Fiennes', 'Faye Dunaway', 'Michel Blanc', 'Klaus Maria Brandauer', 'Lilli Palmer', 'Cedric Hardwicke', 'Mady Christians', 'Marcel Journet', 'Juliette Binoche', 'Jean Rochefort', 'Daniel Auteuil', 'David Eberts', 'Emir Kusturica', 'Sandrine Bonnaire', 'Anna Galiena', 'Joan Fontaine', 'Albert Lieven', 'Norma Shearer']]
Predicted Ans:    Michel Blanc
Predicted Path:   A Promise --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[starred_actors]--> Michel Blanc
Path (Raw):       A Promise --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[starred_actors]--> Michel Blanc
Neg LogProb(↓):   0.464813
Path Entropy(↓):  0.871295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by mads matthiesen starred who
Start Entity:     Mads Matthiesen
Gold Answer:      [['Kim Kold', 'Barbara Burska']]
Predicted Ans:    Barbara Burska
Predicted Path:   Mads Matthiesen --[(INV) written_by]--> Teddy Bear --[starred_actors]--> Barbara Burska
Path (Raw):       Mads Matthiesen --[No Operation]--> Mads Matthiesen --[(INV) written_by]--> Teddy Bear --[starred_actors]--> Barbara Burska
Neg LogProb(↓):   0.485038
Path Entropy(↓):  0.695407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the skeleton key
Start Entity:     The Skeleton Key
Gold Answer:      [['Walter Hill', 'Michael Goldenberg', 'János Szász', 'Kimberly Peirce', 'George Orwell', 'Andy Bienen', 'Richard Adams', 'David Lynch', 'Kelly Masterson', 'Kelly Reichardt', 'Callie Khouri', 'Mohsin Hamid', 'Michael Cimino', 'Clive Exton', 'Denis Waldock', 'Peter Blackmore', 'Ludovic Kennedy', 'J.R.R. Tolkien', 'Chris Conkling', 'Jakob Schuh', 'Emlyn Williams', 'Julia Donaldson', 'Axel Scheffler', 'Max Lang', 'Billy Ray', 'Marc Guggenheim', 'Michael Green', 'Jonathan Raymond', 'Peter S. Beagle', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves', 'Laurie Craig', 'John Cassavetes', 'Morgan J. Freeman', 'Andy Tennant', 'Bill Condon', 'Álex de la Iglesia', 'Zach Braff', 'Martin Rosen', 'Graham Greene', 'Peter Straughan', 'Michael Radford', 'Quentin Crisp', 'Philip Mackie', 'John le Carré', 'Edward Abbey', 'John Musker', 'Ron Clements', 'Rawson Marshall Thurber', 'Eski Thomas', 'Richard Kwietniowski', 'John Kennedy Toole', 'Walker Hamilton', 'William Shakespeare', 'Woody Allen', 'Michele Alexander', 'Jeannie Long', 'Robert Ludlum', 'Jim Thompson', 'Paul Schrader', 'Anthony Swofford', 'Wayne Wang', 'Thomas Babe', "Bridget O'Connor", 'Greg Berlanti', 'Dexter Fletcher', 'Guillermo Martínez', 'Andy Bellin', 'Michael Begler', 'Jack Amiel', 'Paul Mazursky', 'Terence Davies', 'David E. Kelley', 'Bob Clark', 'Steve Lawson', 'Bernard Pomerance', 'Billy Bob Thornton', 'Nicholas Sparks', 'Emily Giffin', 'Louis Mellis', 'David Scinto', 'Steven Moffat', 'Benjamin Legrand', 'Jacques Lob', 'Dalton Trumbo', 'Greg DePaul', 'Casey Wilson', 'June Diane Raphael', 'Michael Chabon', 'Nick Cassavetes']]
Predicted Ans:    Guillermo Martínez
Predicted Path:   The Skeleton Key --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Path (Raw):       The Skeleton Key --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[written_by]--> Guillermo Martínez
Neg LogProb(↓):   0.595449
Path Entropy(↓):  1.905487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the story of us
Start Entity:     The Story of Us
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '2015', '1984', '2007', '1968', '1998', '2009', '2010', '2004', '1982', '2014', '1932', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1934', '2000', '1997', '1966', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1997
Predicted Path:   The Story of Us --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       The Story of Us --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   1.914285
Path Entropy(↓):  2.758194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of what's the worst that could happen?
Start Entity:     What's the Worst That Could Happen?
Gold Answer:      [['The Hot Rock', 'The Stepfather', 'The Grifters', 'The Split', 'The Outfit', 'Why Me?', 'Point Blank', 'Payback']]
Predicted Ans:    Point Blank
Predicted Path:   What's the Worst That Could Happen? --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank
Path (Raw):       What's the Worst That Could Happen? --[No Operation]--> What's the Worst That Could Happen? --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank
Neg LogProb(↓):   0.304462
Path Entropy(↓):  0.729398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by diana wynyard
Start Entity:     Diana Wynyard
Gold Answer:      [['1947', '1999', '1940', '1944']]
Predicted Ans:    1999
Predicted Path:   Diana Wynyard --[(INV) starred_actors]--> An Ideal Husband --[release_year]--> 1999
Path (Raw):       Diana Wynyard --[No Operation]--> Diana Wynyard --[(INV) starred_actors]--> An Ideal Husband --[release_year]--> 1999
Neg LogProb(↓):   0.678787
Path Entropy(↓):  0.846419
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by ted danson
Start Entity:     Ted Danson
Gold Answer:      [['1998', '2005', '1989', '1993', '1996', '1994', '1979', '1981', '1986']]
Predicted Ans:    1979
Predicted Path:   Ted Danson --[(INV) starred_actors]--> The Onion Field --[release_year]--> 1979
Path (Raw):       Ted Danson --[No Operation]--> Ted Danson --[(INV) starred_actors]--> The Onion Field --[release_year]--> 1979
Neg LogProb(↓):   1.116823
Path Entropy(↓):  1.586510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie grumpier old men
Start Entity:     Grumpier Old Men
Gold Answer:      [['Jack Lemmon', 'Sophia Loren', 'Walter Matthau']]
Predicted Ans:    Walter Matthau
Predicted Path:   Grumpier Old Men --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Path (Raw):       Grumpier Old Men --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.639868
Path Entropy(↓):  1.412903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in mister johnson
Start Entity:     Mister Johnson
Gold Answer:      [['Maynard Eziashi']]
Predicted Ans:    Maynard Eziashi
Predicted Path:   Mister Johnson --[starred_actors]--> Maynard Eziashi --[(INV) starred_actors]--> Mister Johnson --[starred_actors]--> Maynard Eziashi
Path (Raw):       Mister Johnson --[starred_actors]--> Maynard Eziashi --[(INV) starred_actors]--> Mister Johnson --[starred_actors]--> Maynard Eziashi
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of yami gautam acted films
Start Entity:     Yami Gautam
Gold Answer:      [['Shoojit Sircar']]
Predicted Ans:    Shoojit Sircar
Predicted Path:   Yami Gautam --[(INV) starred_actors]--> Vicky Donor --[directed_by]--> Shoojit Sircar
Path (Raw):       Yami Gautam --[No Operation]--> Yami Gautam --[(INV) starred_actors]--> Vicky Donor --[directed_by]--> Shoojit Sircar
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director jeremy power regimbal
Start Entity:     Jeremy Power Regimbal
Gold Answer:      [['Selma Blair', 'Rachel Miner', "James D'Arcy", 'Joshua Close']]
Predicted Ans:    James D'Arcy
Predicted Path:   Jeremy Power Regimbal --[(INV) directed_by]--> In Their Skin --[starred_actors]--> James D'Arcy
Path (Raw):       Jeremy Power Regimbal --[No Operation]--> Jeremy Power Regimbal --[(INV) directed_by]--> In Their Skin --[starred_actors]--> James D'Arcy
Neg LogProb(↓):   0.624798
Path Entropy(↓):  0.948313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by bad girl actors release
Start Entity:     Bad Girl
Gold Answer:      [['1934', '1945']]
Predicted Ans:    1934
Predicted Path:   Bad Girl --[starred_actors]--> James Dunn --[(INV) starred_actors]--> Bright Eyes --[release_year]--> 1934
Path (Raw):       Bad Girl --[starred_actors]--> James Dunn --[(INV) starred_actors]--> Bright Eyes --[release_year]--> 1934
Neg LogProb(↓):   0.472439
Path Entropy(↓):  0.955265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film dragonfly
Start Entity:     Dragonfly
Gold Answer:      [['David Brin', 'Ron Shelton', 'Michael Shaara', 'Luc Besson', 'Joshua Michael Stern', 'Mike Binder', 'Peter Rader', 'William Friedkin', 'Dan Greenburg', 'Phil Alden Robinson', 'David Mamet', 'Nicholas Sparks', 'Brian Helgeland', 'Jim Harrison', 'Steve Tesich', 'Lawrence Kasdan', 'Adi Hasak', 'Eric Roth', 'Bruce A. Evans', 'John Connolly', 'Kevin Reynolds', 'Ted Griffin', 'Kenneth Fearing', 'Eliot Ness', 'Dan Gordon', 'Michael Blake', 'David Twohy', 'Joseph L. Mankiewicz']]
Predicted Ans:    Ted Griffin
Predicted Path:   Dragonfly --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       Dragonfly --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.710299
Path Entropy(↓):  1.012050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by delia ephron
Start Entity:     Delia Ephron
Gold Answer:      [['Nora Ephron', 'Ken Kwapis']]
Predicted Ans:    Nora Ephron
Predicted Path:   Delia Ephron --[(INV) written_by]--> You've Got Mail --[directed_by]--> Nora Ephron
Path (Raw):       Delia Ephron --[No Operation]--> Delia Ephron --[(INV) written_by]--> You've Got Mail --[directed_by]--> Nora Ephron
Neg LogProb(↓):   0.009708
Path Entropy(↓):  0.054720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with agnieszka holland
Start Entity:     Agnieszka Holland
Gold Answer:      [['Yurek Bogayevicz', 'Solomon Perel']]
Predicted Ans:    Agnieszka Holland
Predicted Path:   Agnieszka Holland --[(INV) written_by]--> Europa Europa --[written_by]--> Agnieszka Holland
Path (Raw):       Agnieszka Holland --[No Operation]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[written_by]--> Agnieszka Holland
Neg LogProb(↓):   0.016388
Path Entropy(↓):  0.099301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film ripley under ground was written by who
Start Entity:     Ripley Under Ground
Gold Answer:      [['Patricia Highsmith']]
Predicted Ans:    Patricia Highsmith
Predicted Path:   Ripley Under Ground --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The Two Faces of January --[written_by]--> Patricia Highsmith
Path (Raw):       Ripley Under Ground --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The Two Faces of January --[written_by]--> Patricia Highsmith
Neg LogProb(↓):   0.295617
Path Entropy(↓):  0.784668
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by invisible agent actors
Start Entity:     Invisible Agent
Gold Answer:      [['English', 'Finnish', 'Italian', 'German']]
Predicted Ans:    Finnish
Predicted Path:   Invisible Agent --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       Invisible Agent --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.496053
Path Entropy(↓):  1.021339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by inception writers
Start Entity:     Inception
Gold Answer:      [['Mystery', 'Thriller', 'Short']]
Predicted Ans:    Thriller
Predicted Path:   Inception --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Prestige --[has_genre]--> Thriller
Path (Raw):       Inception --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Prestige --[has_genre]--> Thriller
Neg LogProb(↓):   0.834509
Path Entropy(↓):  1.204841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about body modification
Start Entity:     body modification
Gold Answer:      [['American Mary']]
Predicted Ans:    American Mary
Predicted Path:   body modification --[(INV) has_tags]--> American Mary --[has_tags]--> body modification --[(INV) has_tags]--> American Mary
Path (Raw):       body modification --[(INV) has_tags]--> American Mary --[has_tags]--> body modification --[(INV) has_tags]--> American Mary
Neg LogProb(↓):   0.000296
Path Entropy(↓):  0.002711
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films fight club are written by who
Start Entity:     Fight Club
Gold Answer:      [['David Koepp', 'Robert Graysmith', 'Stieg Larsson', 'Eric Roth', 'Gillian Flynn', 'Steven Zaillian', 'Ben Mezrich', 'Robin Swicord', 'Aaron Sorkin', 'F. Scott Fitzgerald', 'James Vanderbilt']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Fight Club --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Path (Raw):       Fight Club --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.007381
Path Entropy(↓):  0.049043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by kristen stewart were directed by who
Start Entity:     Kristen Stewart
Gold Answer:      [['Rupert Sanders', 'Walter Salles', 'Catherine Hardwicke', 'Udayan Prasad', 'David Fincher', 'Robert Benton', 'Jake Scott', 'Olivier Assayas', 'Floria Sigismondi']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Kristen Stewart --[(INV) starred_actors]--> Clouds of Sils Maria --[directed_by]--> Olivier Assayas
Path (Raw):       Kristen Stewart --[No Operation]--> Kristen Stewart --[(INV) starred_actors]--> Clouds of Sils Maria --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.519415
Path Entropy(↓):  0.710073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie son of batman
Start Entity:     Son of Batman
Gold Answer:      [["Jason O'Mara"]]
Predicted Ans:    Jason O'Mara
Predicted Path:   Son of Batman --[starred_actors]--> Jason O'Mara --[(INV) starred_actors]--> One for the Money --[starred_actors]--> Jason O'Mara
Path (Raw):       Son of Batman --[starred_actors]--> Jason O'Mara --[(INV) starred_actors]--> One for the Money --[starred_actors]--> Jason O'Mara
Neg LogProb(↓):   0.009411
Path Entropy(↓):  0.056589
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by child of god writers
Start Entity:     Child of God
Gold Answer:      [['Filipino']]
Predicted Ans:    Filipino
Predicted Path:   Child of God --[written_by]--> Cormac McCarthy --[(INV) written_by]--> The Road --[in_language]--> Filipino
Path (Raw):       Child of God --[written_by]--> Cormac McCarthy --[(INV) written_by]--> The Road --[in_language]--> Filipino
Neg LogProb(↓):   0.330479
Path Entropy(↓):  0.604633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by melissa sagemiller release
Start Entity:     Melissa Sagemiller
Gold Answer:      [['2001', '2006', '1990']]
Predicted Ans:    2006
Predicted Path:   Melissa Sagemiller --[(INV) starred_actors]--> The Guardian --[release_year]--> 2006
Path (Raw):       Melissa Sagemiller --[No Operation]--> Melissa Sagemiller --[(INV) starred_actors]--> The Guardian --[release_year]--> 2006
Neg LogProb(↓):   0.713770
Path Entropy(↓):  0.867313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with werner herzog
Start Entity:     Werner Herzog
Gold Answer:      [['Achim von Arnim', 'Georg Büchner', 'Denis Reichle', 'Herbert Achternbusch', 'Bruce Chatwin']]
Predicted Ans:    Werner Herzog
Predicted Path:   Werner Herzog --[(INV) directed_by]--> Nosferatu the Vampyre --[written_by]--> Werner Herzog
Path (Raw):       Werner Herzog --[No Operation]--> Werner Herzog --[(INV) directed_by]--> Nosferatu the Vampyre --[written_by]--> Werner Herzog
Neg LogProb(↓):   0.442976
Path Entropy(↓):  1.268794
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share directors with lloyd's of london fall under
Start Entity:     Lloyd's of London
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Lloyd's of London --[directed_by]--> Henry King --[(INV) directed_by]--> The Snows of Kilimanjaro --[has_genre]--> Drama
Path (Raw):       Lloyd's of London --[directed_by]--> Henry King --[(INV) directed_by]--> The Snows of Kilimanjaro --[has_genre]--> Drama
Neg LogProb(↓):   0.272047
Path Entropy(↓):  0.843769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the mummy's shroud also appears in which films
Start Entity:     The Mummy's Shroud
Gold Answer:      [['The Hound of the Baskervilles', 'Stolen Face', 'The Plague of the Zombies']]
Predicted Ans:    The Plague of the Zombies
Predicted Path:   The Mummy's Shroud --[starred_actors]--> André Morell --[(INV) starred_actors]--> The Plague of the Zombies
Path (Raw):       The Mummy's Shroud --[starred_actors]--> André Morell --[No Operation]--> André Morell --[(INV) starred_actors]--> The Plague of the Zombies
Neg LogProb(↓):   0.322913
Path Entropy(↓):  0.696076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by rhona mitra
Start Entity:     Rhona Mitra
Gold Answer:      [['Paul Middleditch', 'Anders Anderson', 'James Isaac', 'Stephen Kay', 'Mike Hodges', 'Robert Harmon']]
Predicted Ans:    Mike Hodges
Predicted Path:   Rhona Mitra --[(INV) starred_actors]--> Get Carter --[directed_by]--> Mike Hodges
Path (Raw):       Rhona Mitra --[No Operation]--> Rhona Mitra --[(INV) starred_actors]--> Get Carter --[directed_by]--> Mike Hodges
Neg LogProb(↓):   0.076729
Path Entropy(↓):  0.281210
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with tender comrade were released in which years
Start Entity:     Tender Comrade
Gold Answer:      [['1962', '1971', '1944', '1950', '1960', '1951', '1959', '1973', '1953', '1981', '1961', '1941', '1958', '1943']]
Predicted Ans:    1960
Predicted Path:   Tender Comrade --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus --[release_year]--> 1960
Path (Raw):       Tender Comrade --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus --[release_year]--> 1960
Neg LogProb(↓):   1.451504
Path Entropy(↓):  1.900674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did robert jan westdijk direct
Start Entity:     Robert Jan Westdijk
Gold Answer:      [['Siberia']]
Predicted Ans:    Siberia
Predicted Path:   Robert Jan Westdijk --[(INV) directed_by]--> Siberia --[directed_by]--> Robert Jan Westdijk --[(INV) directed_by]--> Siberia
Path (Raw):       Robert Jan Westdijk --[(INV) directed_by]--> Siberia --[directed_by]--> Robert Jan Westdijk --[(INV) directed_by]--> Siberia
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of daphne zuniga starred movies
Start Entity:     Daphne Zuniga
Gold Answer:      [['1989', '1985', '1984']]
Predicted Ans:    1989
Predicted Path:   Daphne Zuniga --[(INV) starred_actors]--> The Fly II --[release_year]--> 1989
Path (Raw):       Daphne Zuniga --[No Operation]--> Daphne Zuniga --[(INV) starred_actors]--> The Fly II --[release_year]--> 1989
Neg LogProb(↓):   0.371671
Path Entropy(↓):  0.957321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by steve carr in
Start Entity:     Steve Carr
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Steve Carr --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       Steve Carr --[No Operation]--> Steve Carr --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.013740
Path Entropy(↓):  0.075219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the agony and the ecstasy
Start Entity:     The Agony and the Ecstasy
Gold Answer:      [['William Dieterle', 'John Cromwell', 'Mike Newell', 'Cecil B. DeMille', 'Reginald Beck', 'Anthony Bushell', 'Rudolph Maté', 'Henry Levin', 'Basil Dearden', 'Richard Fleischer', 'Richard C. Sarafian', 'Michael Anderson', 'William A. Wellman', 'Guy Green', 'Tom Gries', 'Preston Sturges', 'David Lean', 'Carol Reed', 'Alex Proyas', 'King Vidor', 'Charlton Heston', 'Jack Smight', 'Ken Annakin', 'Nicholas Ray', 'Mark Robson', 'Boris Sagal', 'Anthony Mann', 'Byron Haskin', 'Franklin J. Schaffner', 'David Miller', 'Larry Peerce', 'Gabriel Pascal', 'Howard Zieff', 'Vincente Minnelli', 'Tim Burton', 'John Guillermin', 'William Wyler', 'Nick Murphy', 'Charles Marquis Warren', 'Orson Welles', 'Eduardo Mignogna', 'Sam Peckinpah', 'Fraser Clarke Heston', 'Joseph L. Mankiewicz']]
Predicted Ans:    Tim Burton
Predicted Path:   The Agony and the Ecstasy --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[directed_by]--> Tim Burton
Path (Raw):       The Agony and the Ecstasy --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[directed_by]--> Tim Burton
Neg LogProb(↓):   1.029126
Path Entropy(↓):  2.467969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did laurence stallings write
Start Entity:     Laurence Stallings
Gold Answer:      [['A Farewell to Arms', '3 Godfathers', 'Jungle Book', 'On Our Merry Way']]
Predicted Ans:    Jungle Book
Predicted Path:   Laurence Stallings --[(INV) written_by]--> Jungle Book --[written_by]--> Laurence Stallings --[(INV) written_by]--> Jungle Book
Path (Raw):       Laurence Stallings --[(INV) written_by]--> Jungle Book --[written_by]--> Laurence Stallings --[(INV) written_by]--> Jungle Book
Neg LogProb(↓):   0.510698
Path Entropy(↓):  1.414243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of game change also starred in which movies
Start Entity:     Game Change
Gold Answer:      [['Eye for an Eye', 'The Shipping News', 'Paris Trout', "That's What I Am", 'The People vs. Larry Flynt', 'Free Birds', 'Out of the Furnace', 'Don Jon', 'Laws of Attraction', 'Phantom', 'Sweet Dreams', 'Indecent Proposal', 'The End of the Affair', 'A Beautiful Mind', 'Transsiberian', 'The Big Lebowski', 'Run All Night', 'Alamo Bay', 'Zombieland', 'The Face of Love', 'Sweetwater', 'Seven Pounds', 'Places in the Heart', 'Pollock', 'Nixon', 'State of Grace', "The Gun in Betty Lou's Handbag", 'The Grand', 'Cast a Deadly Spell', 'Maps to the Stars', 'The English Teacher', 'Semi-Pro', 'Bunraku', 'Evolution', 'Play It to the Bone', 'After the Sunset', 'Jacknife', 'The Rock', 'Enemy at the Gates', 'Riders of the Purple Sage', 'Now You See Me', 'Cleaner', 'Still Alice', 'Natural Born Killers', 'Virginia', 'Being Flynn', 'Roommates', 'Milk Money', 'Palmetto', 'A Prairie Home Companion', 'What Maisie Knew', 'Assassins', 'Grass', 'The Right Stuff', 'The Abyss', 'Kingpin', 'Radio', 'Needful Things', 'Rampart', 'Walker', 'Non-Stop', 'Surfer, Dude', 'The Way Back', 'Buffalo Soldiers', 'How to Make Money Selling Drugs', 'China Moon', 'Freedomland', "White Men Can't Jump", 'The Hours', 'Savage Grace', 'Nine Months', 'The Cowboy Way', 'Carrie', 'Marie and Bruce', 'The Messenger', 'Far from Heaven', 'Stepmom', 'The Prize Winner of Defiance, Ohio', 'Absolute Power', 'Trust the Man', 'Defendor', 'The Forgotten', 'Doc Hollywood', 'Snowpiercer', 'Next', 'Seventh Son', 'Scorched', 'Hannibal', 'Chloe', 'To Kill a Priest', "Cookie's Fortune", 'Money Train', 'The Hi-Lo Country']]
Predicted Ans:    Surfer, Dude
Predicted Path:   Game Change --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude
Path (Raw):       Game Change --[starred_actors]--> Woody Harrelson --[No Operation]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude
Neg LogProb(↓):   0.674023
Path Entropy(↓):  2.030348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of for me and my gal
Start Entity:     For Me and My Gal
Gold Answer:      [["Alexander's Ragtime Band", 'The Egg and I', 'Meet Me in St. Louis', 'The Story of Vernon and Irene Castle', 'Speedy', 'Libeled Lady', 'Broadway Melody of 1936']]
Predicted Ans:    Meet Me in St. Louis
Predicted Path:   For Me and My Gal --[written_by]--> Fred F. Finklehoffe --[(INV) written_by]--> Meet Me in St. Louis
Path (Raw):       For Me and My Gal --[written_by]--> Fred F. Finklehoffe --[(INV) written_by]--> Meet Me in St. Louis --[No Operation]--> Meet Me in St. Louis
Neg LogProb(↓):   0.163465
Path Entropy(↓):  0.528035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by deepak chopra were released in which years
Start Entity:     Deepak Chopra
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Deepak Chopra --[(INV) starred_actors]--> The Enemies of Reason --[release_year]--> 2007
Path (Raw):       Deepak Chopra --[No Operation]--> Deepak Chopra --[(INV) starred_actors]--> The Enemies of Reason --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by kevin droney
Start Entity:     Kevin Droney
Gold Answer:      [['Linden Ashby', 'Robin Shou', 'Christopher Lambert']]
Predicted Ans:    Christopher Lambert
Predicted Path:   Kevin Droney --[(INV) written_by]--> Mortal Kombat --[starred_actors]--> Christopher Lambert
Path (Raw):       Kevin Droney --[No Operation]--> Kevin Droney --[(INV) written_by]--> Mortal Kombat --[starred_actors]--> Christopher Lambert
Neg LogProb(↓):   0.003009
Path Entropy(↓):  0.022898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie revenge of the electric car
Start Entity:     Revenge of the Electric Car
Gold Answer:      [['2006']]
Predicted Ans:    2011
Predicted Path:   Revenge of the Electric Car --[directed_by]--> Chris Paine --[(INV) directed_by]--> Revenge of the Electric Car --[release_year]--> 2011
Path (Raw):       Revenge of the Electric Car --[directed_by]--> Chris Paine --[(INV) directed_by]--> Revenge of the Electric Car --[release_year]--> 2011
Neg LogProb(↓):   0.140575
Path Entropy(↓):  0.390373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of stag night
Start Entity:     Stag Night
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Stag Night --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Stag Night --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.245741
Path Entropy(↓):  3.737789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for in their skin
Start Entity:     In Their Skin
Gold Answer:      [['Jeremy Power Regimbal']]
Predicted Ans:    Jeremy Power Regimbal
Predicted Path:   In Their Skin --[directed_by]--> Jeremy Power Regimbal --[(INV) directed_by]--> In Their Skin --[directed_by]--> Jeremy Power Regimbal
Path (Raw):       In Their Skin --[directed_by]--> Jeremy Power Regimbal --[(INV) directed_by]--> In Their Skin --[directed_by]--> Jeremy Power Regimbal
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the end of the affair
Start Entity:     The End of the Affair
Gold Answer:      [['Edward Dmytryk', 'Herman Wouk', 'Guy Bolton', 'David Leland', 'Edward Anhalt', 'Elizabeth Taylor', 'Angela Carter', 'John Paxton', 'Duilio Coletti', 'Ernest K. Gann', 'Charles Perrault', 'Irwin Shaw', 'Harry Brown', 'Melchior Lengyel', 'Ranald MacDougall', 'Catherine Breillat', 'Samson Raphaelson', 'Neil Jordan', "Robert Vincent O'Neill", 'Harold Robbins', 'John Michael Hayes', 'Joseph Michael Cala', 'Peter Stone', 'John Fante', 'Howard Fast', 'Joseph Petracca', 'Dalton Trumbo', 'Alfred Hayes', "Louis L'Amour", 'Oakley Hall', 'Nelson Algren', 'Raymond Chandler', 'Richard Brooks', 'Albert Husson', 'David Twohy', 'Robert Alan Aurthur']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   The End of the Affair --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Angel --[written_by]--> Samson Raphaelson
Path (Raw):       The End of the Affair --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Angel --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   1.379026
Path Entropy(↓):  2.718825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by mink stole
Start Entity:     Mink Stole
Gold Answer:      [['John Waters']]
Predicted Ans:    John Waters
Predicted Path:   Mink Stole --[(INV) starred_actors]--> Pink Flamingos --[directed_by]--> John Waters
Path (Raw):       Mink Stole --[No Operation]--> Mink Stole --[(INV) starred_actors]--> Pink Flamingos --[directed_by]--> John Waters
Neg LogProb(↓):   0.434428
Path Entropy(↓):  0.895520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of ritwik ghatak written movies
Start Entity:     Ritwik Ghatak
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Ritwik Ghatak --[(INV) written_by]--> Ajantrik --[release_year]--> 1958
Path (Raw):       Ritwik Ghatak --[No Operation]--> Ritwik Ghatak --[(INV) written_by]--> Ajantrik --[release_year]--> 1958
Neg LogProb(↓):   0.002263
Path Entropy(↓):  0.017187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the witnesses
Start Entity:     The Witnesses
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   The Witnesses --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> Nathalie... --[in_language]--> French
Path (Raw):       The Witnesses --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> Nathalie... --[in_language]--> French
Neg LogProb(↓):   0.280707
Path Entropy(↓):  0.683132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by serge riaboukine
Start Entity:     Serge Riaboukine
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Serge Riaboukine --[(INV) starred_actors]--> Sleepless Night --[has_genre]--> Thriller
Path (Raw):       Serge Riaboukine --[No Operation]--> Serge Riaboukine --[(INV) starred_actors]--> Sleepless Night --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by marisa tomei
Start Entity:     Marisa Tomei
Gold Answer:      [['Sidney Lumet', 'Jonathan Lynn', 'Ron Howard', 'Darren Aronofsky', 'Tamara Jenkins', 'Ruba Nadda', 'Brad Furman', 'Norman Jewison', 'Ariel Vromen', 'Todd Field', 'Mira Nair', 'Tony Bill', 'Andy Fickman', 'Mark Duplass', 'Joe Charbanic', 'Marc Lawrence', 'Daisy von Scherler Mayer', 'Nick Cassavetes']]
Predicted Ans:    Marc Lawrence
Predicted Path:   Marisa Tomei --[(INV) starred_actors]--> The Rewrite --[directed_by]--> Marc Lawrence
Path (Raw):       Marisa Tomei --[No Operation]--> Marisa Tomei --[(INV) starred_actors]--> The Rewrite --[directed_by]--> Marc Lawrence
Neg LogProb(↓):   0.551837
Path Entropy(↓):  0.879420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film after dark, my sweet
Start Entity:     After Dark, My Sweet
Gold Answer:      [['Jim Thompson', 'James Foley']]
Predicted Ans:    Jim Thompson
Predicted Path:   After Dark, My Sweet --[written_by]--> Jim Thompson --[(INV) written_by]--> Série noire --[written_by]--> Jim Thompson
Path (Raw):       After Dark, My Sweet --[written_by]--> Jim Thompson --[(INV) written_by]--> Série noire --[written_by]--> Jim Thompson
Neg LogProb(↓):   0.011246
Path Entropy(↓):  0.070561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the james dean story
Start Entity:     The James Dean Story
Gold Answer:      [['Drama']]
Predicted Ans:    Documentary
Predicted Path:   The James Dean Story --[starred_actors]--> Martin Gabel --[(INV) starred_actors]--> The James Dean Story --[has_genre]--> Documentary
Path (Raw):       The James Dean Story --[starred_actors]--> Martin Gabel --[(INV) starred_actors]--> The James Dean Story --[has_genre]--> Documentary
Neg LogProb(↓):   0.262456
Path Entropy(↓):  0.655647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by moura budberg
Start Entity:     Moura Budberg
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Moura Budberg --[(INV) written_by]--> The Sea Gull --[release_year]--> 1968
Path (Raw):       Moura Budberg --[No Operation]--> Moura Budberg --[(INV) written_by]--> The Sea Gull --[release_year]--> 1968
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by lucie arnaz
Start Entity:     Lucie Arnaz
Gold Answer:      [['Samson Raphaelson']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   Lucie Arnaz --[(INV) starred_actors]--> The Jazz Singer --[written_by]--> Samson Raphaelson
Path (Raw):       Lucie Arnaz --[No Operation]--> Lucie Arnaz --[(INV) starred_actors]--> The Jazz Singer --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the last word
Start Entity:     The Last Word
Gold Answer:      [['Geoffrey Haley']]
Predicted Ans:    Geoffrey Haley
Predicted Path:   The Last Word --[directed_by]--> Geoffrey Haley --[(INV) directed_by]--> The Last Word --[directed_by]--> Geoffrey Haley
Path (Raw):       The Last Word --[directed_by]--> Geoffrey Haley --[(INV) directed_by]--> The Last Word --[directed_by]--> Geoffrey Haley
Neg LogProb(↓):   0.000094
Path Entropy(↓):  0.000969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of la belle noiseuse
Start Entity:     La Belle Noiseuse
Gold Answer:      [['La Grande Bouffe', 'La Piscine', 'The Dust of Time', 'Hell', "L'Enfer", 'Atlantic City', 'Dangerous Moves', 'Date with an Angel', 'Belle de Jour', 'Nathalie...', 'The Witnesses', 'Dillinger Is Dead', 'Death in the Garden', 'We Have a Pope', '8 Women', 'Strayed', 'The Story of Marie and Julien']]
Predicted Ans:    The Witnesses
Predicted Path:   La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> The Witnesses
Path (Raw):       La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart --[No Operation]--> Emmanuelle Béart --[(INV) starred_actors]--> The Witnesses
Neg LogProb(↓):   1.193289
Path Entropy(↓):  2.883740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed daddy and them
Start Entity:     Daddy and Them
Gold Answer:      [['Billy Bob Thornton']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   Daddy and Them --[directed_by]--> Billy Bob Thornton --[(INV) directed_by]--> Sling Blade --[directed_by]--> Billy Bob Thornton
Path (Raw):       Daddy and Them --[directed_by]--> Billy Bob Thornton --[(INV) directed_by]--> Sling Blade --[directed_by]--> Billy Bob Thornton
Neg LogProb(↓):   0.282216
Path Entropy(↓):  0.557840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by doris wishman released
Start Entity:     Doris Wishman
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Doris Wishman --[(INV) directed_by]--> Bad Girls Go to Hell --[release_year]--> 1965
Path (Raw):       Doris Wishman --[No Operation]--> Doris Wishman --[(INV) directed_by]--> Bad Girls Go to Hell --[release_year]--> 1965
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of richard burton acted films
Start Entity:     Richard Burton
Gold Answer:      [['René Hardy', 'John le Carré', 'Edward Dmytryk', 'Merle Miller', 'Edward Anhalt', 'Jean Anouilh', 'Philip Dunne', 'George Orwell', 'Louis Bromfield', 'Franco Zeffirelli', 'John Huston', 'Albert Maltz', 'William Shakespeare', 'Ernest Lehman', 'Waldemar Young', 'Vincent Lawrence', 'Charles Perrault', 'John Osborne', 'Lloyd C. Douglas', 'Alistair MacLean', 'Terence Rattigan', 'Sidney Buchman', 'Ranald MacDougall', 'Nicholas Ray', 'Maxwell Anderson', 'Catherine Breillat', 'Tennessee Williams', 'Robert Rossen', 'Daphne Du Maurier', 'Guy Trosper', 'Peter Shaffer', 'Daniel Carney', 'Paul Dehn', 'Gina Kaus', 'Bartlett Cormack', 'Michael Radford', 'Eduardo Mignogna', 'Bridget Boland', 'John Hale', 'Richard Sokolove', 'Joseph L. Mankiewicz']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Path (Raw):       Richard Burton --[No Operation]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Neg LogProb(↓):   1.353901
Path Entropy(↓):  1.681223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of cheetah
Start Entity:     Cheetah
Gold Answer:      [['Woody Strode', 'William Shatner', 'Lieux Dressler', 'Tiffany Bolling']]
Predicted Ans:    William Shatner
Predicted Path:   Cheetah --[written_by]--> Alan Caillou --[(INV) written_by]--> Kingdom of the Spiders --[starred_actors]--> William Shatner
Path (Raw):       Cheetah --[written_by]--> Alan Caillou --[(INV) written_by]--> Kingdom of the Spiders --[starred_actors]--> William Shatner
Neg LogProb(↓):   0.000074
Path Entropy(↓):  0.000799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by cadence actors
Start Entity:     Cadence
Gold Answer:      [['John Fusco', 'Emilio Estevez', 'David S. Ward', 'Pat Proft', 'John Milius', 'Roman Coppola', 'Oliver Stone', 'David Seltzer', 'Boaz Yakin', 'Kevin Reynolds', 'Jim Abrahams', 'George MacDonald Fraser', 'David Loughery', 'Dick Wolf', 'Elmore Leonard', 'David McCumber', 'Jeremy Passmore', 'Scott Spiegel', 'David Twohy', 'Carl Ellsworth']]
Predicted Ans:    David Twohy
Predicted Path:   Cadence --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       Cadence --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.134300
Path Entropy(↓):  0.507156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film fast times at ridgemont high
Start Entity:     Fast Times at Ridgemont High
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2004', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '1981', '1955', '2011', '2013', '1988', '1949', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2011
Predicted Path:   Fast Times at Ridgemont High --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Path (Raw):       Fast Times at Ridgemont High --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Neg LogProb(↓):   0.992681
Path Entropy(↓):  2.036738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed ordinary decent criminal
Start Entity:     Ordinary Decent Criminal
Gold Answer:      [['John Swetnam', 'Urszula Antoniak', 'Rosamond Lehmann']]
Predicted Ans:    Urszula Antoniak
Predicted Path:   Ordinary Decent Criminal --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal --[written_by]--> Urszula Antoniak
Path (Raw):       Ordinary Decent Criminal --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal --[written_by]--> Urszula Antoniak
Neg LogProb(↓):   0.359980
Path Entropy(↓):  0.726244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with hot tub time machine fall under
Start Entity:     Hot Tub Time Machine
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hot Tub Time Machine --[directed_by]--> Steve Pink --[(INV) directed_by]--> Accepted --[has_genre]--> Comedy
Path (Raw):       Hot Tub Time Machine --[directed_by]--> Steve Pink --[(INV) directed_by]--> Accepted --[has_genre]--> Comedy
Neg LogProb(↓):   0.107770
Path Entropy(↓):  0.329851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the flintstones
Start Entity:     The Flintstones
Gold Answer:      [['Brian Levant']]
Predicted Ans:    Brian Levant
Predicted Path:   The Flintstones --[directed_by]--> Brian Levant --[(INV) directed_by]--> Snow Dogs --[directed_by]--> Brian Levant
Path (Raw):       The Flintstones --[directed_by]--> Brian Levant --[(INV) directed_by]--> Snow Dogs --[directed_by]--> Brian Levant
Neg LogProb(↓):   0.007101
Path Entropy(↓):  0.044813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of mumford
Start Entity:     Mumford
Gold Answer:      [['Scott Glenn', 'Blair Brown', 'Damian Lewis', 'Jeff Goldblum', 'Harrison Ford', 'Glenn Close', 'Diane Keaton', 'Dennis Quaid', 'Kathleen Turner', 'Karen Allen', 'Paul Freeman', 'Tom Berenger', 'Ronald Lacey', 'Ted Danson', 'William Hurt', 'Richard Crenna', 'Kevin Costner', 'Gene Hackman', 'Jason Lee', 'Whitney Houston', 'John Belushi', 'Kevin Kline', 'Geena Davis', 'Danny Glover', 'Thomas Jane']]
Predicted Ans:    Harrison Ford
Predicted Path:   Mumford --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Raiders of the Lost Ark --[starred_actors]--> Harrison Ford
Path (Raw):       Mumford --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Raiders of the Lost Ark --[starred_actors]--> Harrison Ford
Neg LogProb(↓):   0.566599
Path Entropy(↓):  1.416640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of hailee steinfeld starred movies
Start Entity:     Hailee Steinfeld
Gold Answer:      [['1969', '2014', '2013', '2010']]
Predicted Ans:    2014
Predicted Path:   Hailee Steinfeld --[(INV) starred_actors]--> 3 Days to Kill --[release_year]--> 2014
Path (Raw):       Hailee Steinfeld --[No Operation]--> Hailee Steinfeld --[(INV) starred_actors]--> 3 Days to Kill --[release_year]--> 2014
Neg LogProb(↓):   0.073112
Path Entropy(↓):  0.287052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with century of the dragon in
Start Entity:     Century of the Dragon
Gold Answer:      [['Vietnamese', 'English', 'Chinese', 'Japanese']]
Predicted Ans:    Chinese
Predicted Path:   Century of the Dragon --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[in_language]--> Chinese
Path (Raw):       Century of the Dragon --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[in_language]--> Chinese
Neg LogProb(↓):   0.023211
Path Entropy(↓):  0.114623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is little big league
Start Entity:     Little Big League
Gold Answer:      [['Family', 'Sport']]
Predicted Ans:    Sport
Predicted Path:   Little Big League --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Path (Raw):       Little Big League --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   0.240904
Path Entropy(↓):  0.528988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the ballad of cable hogue
Start Entity:     The Ballad of Cable Hogue
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Ballad of Cable Hogue --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       The Ballad of Cable Hogue --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   0.560379
Path Entropy(↓):  1.079503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by janette oke were released in which years
Start Entity:     Janette Oke
Gold Answer:      [['2003', '2005']]
Predicted Ans:    2003
Predicted Path:   Janette Oke --[(INV) written_by]--> Love Comes Softly --[release_year]--> 2003
Path (Raw):       Janette Oke --[No Operation]--> Janette Oke --[(INV) written_by]--> Love Comes Softly --[release_year]--> 2003
Neg LogProb(↓):   0.044393
Path Entropy(↓):  0.178672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by claude chabrol released
Start Entity:     Claude Chabrol
Gold Answer:      [['1968', '1988', '1978', '1970', '1949', '1997', '1975', '1995', '2003', '1992', '1959', '1991', '2004', '1973', '2006', '1994', '1969', '1958']]
Predicted Ans:    1970
Predicted Path:   Claude Chabrol --[(INV) directed_by]--> Le Boucher --[release_year]--> 1970
Path (Raw):       Claude Chabrol --[No Operation]--> Claude Chabrol --[(INV) directed_by]--> Le Boucher --[release_year]--> 1970
Neg LogProb(↓):   0.959764
Path Entropy(↓):  2.033166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of rocknrolla
Start Entity:     RocknRolla
Gold Answer:      [['Guy Ritchie', 'Lina Wertmüller']]
Predicted Ans:    Guy Ritchie
Predicted Path:   RocknRolla --[written_by]--> Guy Ritchie --[(INV) written_by]--> Revolver --[directed_by]--> Guy Ritchie
Path (Raw):       RocknRolla --[written_by]--> Guy Ritchie --[(INV) written_by]--> Revolver --[directed_by]--> Guy Ritchie
Neg LogProb(↓):   0.485435
Path Entropy(↓):  0.898232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie crocodile
Start Entity:     Crocodile
Gold Answer:      [['Tobe Hooper']]
Predicted Ans:    Tobe Hooper
Predicted Path:   Crocodile --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Path (Raw):       Crocodile --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   0.292607
Path Entropy(↓):  0.609617
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by robert iscove in
Start Entity:     Robert Iscove
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Robert Iscove --[(INV) directed_by]--> Cinderella --[in_language]--> English
Path (Raw):       Robert Iscove --[No Operation]--> Robert Iscove --[(INV) directed_by]--> Cinderella --[in_language]--> English
Neg LogProb(↓):   1.099191
Path Entropy(↓):  1.103521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of roberta maxwell acted films
Start Entity:     Roberta Maxwell
Gold Answer:      [['Anthony Perkins']]
Predicted Ans:    Anthony Perkins
Predicted Path:   Roberta Maxwell --[(INV) starred_actors]--> Psycho III --[directed_by]--> Anthony Perkins
Path (Raw):       Roberta Maxwell --[No Operation]--> Roberta Maxwell --[(INV) starred_actors]--> Psycho III --[directed_by]--> Anthony Perkins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the getaway also wrote movies
Start Entity:     The Getaway
Gold Answer:      [['The Killer Inside Me', 'The Killing', 'Last Man Standing', 'Another 48 Hrs.', 'Wild Bill', '48 Hrs.', 'The Warriors', 'Hard Times', 'The Driver', 'Série noire', 'Streets of Fire', 'After Dark, My Sweet', 'Southern Comfort', 'The Grifters', 'Red Heat', 'This World, Then the Fireworks', 'Undisputed']]
Predicted Ans:    Another 48 Hrs.
Predicted Path:   The Getaway --[written_by]--> Walter Hill --[(INV) written_by]--> Another 48 Hrs.
Path (Raw):       The Getaway --[written_by]--> Walter Hill --[(INV) written_by]--> Another 48 Hrs. --[No Operation]--> Another 48 Hrs.
Neg LogProb(↓):   2.250882
Path Entropy(↓):  2.836995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by the accidental tourist writers
Start Entity:     The Accidental Tourist
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Accidental Tourist --[written_by]--> Frank Galati --[(INV) written_by]--> The Accidental Tourist --[has_genre]--> Drama
Path (Raw):       The Accidental Tourist --[written_by]--> Frank Galati --[(INV) written_by]--> The Accidental Tourist --[has_genre]--> Drama
Neg LogProb(↓):   0.625022
Path Entropy(↓):  0.909374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie alice upside down starred who
Start Entity:     Alice Upside Down
Gold Answer:      [['Alyson Stoner']]
Predicted Ans:    Alyson Stoner
Predicted Path:   Alice Upside Down --[starred_actors]--> Alyson Stoner --[(INV) starred_actors]--> Step Up 3D --[starred_actors]--> Alyson Stoner
Path (Raw):       Alice Upside Down --[starred_actors]--> Alyson Stoner --[(INV) starred_actors]--> Step Up 3D --[starred_actors]--> Alyson Stoner
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film trial and error
Start Entity:     Trial and Error
Gold Answer:      [['jeff daniels', 'michael richards', 'charlize theron']]
Predicted Ans:    jeff daniels
Predicted Path:   Trial and Error --[has_tags]--> jeff daniels --[(INV) has_tags]--> The Lookout --[has_tags]--> jeff daniels
Path (Raw):       Trial and Error --[has_tags]--> jeff daniels --[(INV) has_tags]--> The Lookout --[has_tags]--> jeff daniels
Neg LogProb(↓):   0.772900
Path Entropy(↓):  1.117372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with evel knievel
Start Entity:     Evel Knievel
Gold Answer:      [['Gene Kelly', 'Lauren Hutton']]
Predicted Ans:    Gene Kelly
Predicted Path:   Evel Knievel --[(INV) starred_actors]--> Viva Knievel! --[starred_actors]--> Gene Kelly
Path (Raw):       Evel Knievel --[No Operation]--> Evel Knievel --[(INV) starred_actors]--> Viva Knievel! --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.020900
Path Entropy(↓):  0.111711
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of leo marks written films
Start Entity:     Leo Marks
Gold Answer:      [['David Greene', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Leo Marks --[(INV) written_by]--> Peeping Tom --[directed_by]--> Michael Powell
Path (Raw):       Leo Marks --[No Operation]--> Leo Marks --[(INV) written_by]--> Peeping Tom --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.022596
Path Entropy(↓):  0.107019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the devil and daniel webster
Start Entity:     The Devil and Daniel Webster
Gold Answer:      [['1946', '1944', '1936', '1941', '1963', '1939', '1933', '2010', '1932', '1931', '1943', '1948', '1942', '1938', '1940', '1949', '1950', '1945', '1937']]
Predicted Ans:    1946
Predicted Path:   The Devil and Daniel Webster --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       The Devil and Daniel Webster --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   0.628056
Path Entropy(↓):  1.589747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by lights in the dusk writers release
Start Entity:     Lights in the Dusk
Gold Answer:      [['1983', '1988', '1990', '1992', '1989', '1982', '1996', '1985', '1999', '2002', '1935', '1987', '1986', '1994', '2011']]
Predicted Ans:    1986
Predicted Path:   Lights in the Dusk --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Rocky VI --[release_year]--> 1986
Path (Raw):       Lights in the Dusk --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Rocky VI --[release_year]--> 1986
Neg LogProb(↓):   1.199646
Path Entropy(↓):  1.970931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by jews
Start Entity:     jews
Gold Answer:      [['Fiddler on the Roof', "Schindler's List", 'Defiance']]
Predicted Ans:    Fiddler on the Roof
Predicted Path:   jews --[(INV) has_tags]--> Fiddler on the Roof --[has_tags]--> norman jewison --[(INV) has_tags]--> Fiddler on the Roof
Path (Raw):       jews --[(INV) has_tags]--> Fiddler on the Roof --[has_tags]--> norman jewison --[(INV) has_tags]--> Fiddler on the Roof
Neg LogProb(↓):   0.016242
Path Entropy(↓):  0.082516
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the v. i. p. s
Start Entity:     The V.I.P.s
Gold Answer:      [['Anthony Asquith']]
Predicted Ans:    Anthony Asquith
Predicted Path:   The V.I.P.s --[directed_by]--> Anthony Asquith --[(INV) directed_by]--> Libel --[directed_by]--> Anthony Asquith
Path (Raw):       The V.I.P.s --[directed_by]--> Anthony Asquith --[(INV) directed_by]--> Libel --[directed_by]--> Anthony Asquith
Neg LogProb(↓):   0.005703
Path Entropy(↓):  0.035145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie we own the night
Start Entity:     We Own the Night
Gold Answer:      [['1995', '1998', '2000', '1997', '2001', '2008', '2003', '1992', '1989', '2005', '2004', '2010', '2014', '2002', '2012', '2013', '2007']]
Predicted Ans:    1995
Predicted Path:   We Own the Night --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> To Die For --[release_year]--> 1995
Path (Raw):       We Own the Night --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> To Die For --[release_year]--> 1995
Neg LogProb(↓):   0.934008
Path Entropy(↓):  1.746130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of just friends also directed which movies
Start Entity:     Just Friends
Gold Answer:      [['Cruel Intentions 2', 'Furry Vengeance', 'College Road Trip', 'The Sweetest Thing']]
Predicted Ans:    The Sweetest Thing
Predicted Path:   Just Friends --[directed_by]--> Roger Kumble --[(INV) directed_by]--> The Sweetest Thing
Path (Raw):       Just Friends --[directed_by]--> Roger Kumble --[(INV) directed_by]--> The Sweetest Thing --[No Operation]--> The Sweetest Thing
Neg LogProb(↓):   0.673124
Path Entropy(↓):  1.142446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by rebecca gibney
Start Entity:     Rebecca Gibney
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rebecca Gibney --[(INV) starred_actors]--> Mental --[has_genre]--> Comedy
Path (Raw):       Rebecca Gibney --[No Operation]--> Rebecca Gibney --[(INV) starred_actors]--> Mental --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the last man on earth
Start Entity:     The Last Man on Earth
Gold Answer:      [['The Bribe', 'House of Wax', 'The Tingler', 'The Comedy of Terrors', 'Cry of the Banshee', 'The Tomb of Ligeia', 'Dr. Goldfoot and the Bikini Machine', 'Twice-Told Tales', 'Madhouse', 'Vincent', 'The Abominable Dr. Phibes', 'The Monster Club', 'The Bat', 'The Masque of the Red Death', 'Witchfinder General', 'Dr. Phibes Rises Again', 'The Raven', 'The Baron of Arizona', 'House on Haunted Hill', 'The Invisible Man Returns', 'The Mad Magician', 'Leave Her to Heaven', 'Theatre of Blood', 'The Keys of the Kingdom', 'Dr. Goldfoot and the Girl Bombs', 'House of Usher', 'His Kind of Woman', 'Dragonwyck', 'Bloodbath at the House of Death', 'The Whales of August', 'Diary of a Madman', 'The House of the Seven Gables', 'The Haunted Palace', 'Laura', 'The Long Night', 'Tales of Terror', 'Champagne for Caesar', 'The Oblong Box']]
Predicted Ans:    The Raven
Predicted Path:   The Last Man on Earth --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven
Path (Raw):       The Last Man on Earth --[starred_actors]--> Vincent Price --[No Operation]--> Vincent Price --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   0.780665
Path Entropy(↓):  1.687835
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of birdman of alcatraz
Start Entity:     Birdman of Alcatraz
Gold Answer:      [['Bruce Dern', 'William Forsythe', 'Scott Glenn', 'Jean Reno', 'Angela Lansbury', 'Robert Foxworth', 'Michael Gambon', 'Andrew McCarthy', 'Valeria Golino', 'Marlon Brando', 'Robert De Niro', 'Gregory Peck', 'Michael Caine', 'Jeanne Moreau', 'Alan Bates', 'Alec Baldwin', 'Warren Beatty', 'Fredric March', 'Vanity', 'Tuesday Weld', 'Robert Shaw', 'Ben Affleck', 'James Garner', 'Penelope Ann Miller', 'Yves Montand', 'Fernando Rey', 'Eva Marie Saint', 'Stellan Skarsgård', 'Natascha McElhone', 'David Thewlis', 'Edward Andrews', 'Dina Merrill', 'Paul Scofield', 'Robert Ryan', 'Val Kilmer', 'Barbara Steele', 'Roy Scheider', 'Bob Balaban', 'Barbara Carrera', 'Janet Leigh', 'Nigel Davenport', 'Sharon Stone', 'Michael York', 'Gene Hackman', 'Burt Lancaster', 'Kirk Douglas', 'Richard Harris', 'Donald Sutherland', 'Don Johnson', 'Ava Gardner', 'Laurence Harvey', 'Armand Assante', 'Ivo Garrani', 'Fairuza Balk', 'Talia Shire', 'Frank Sinatra', 'Darren McGavin', 'John Richardson', 'Marthe Keller', 'Deborah Kerr', 'Rock Hudson']]
Predicted Ans:    Robert Ryan
Predicted Path:   Birdman of Alcatraz --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       Birdman of Alcatraz --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.216840
Path Entropy(↓):  0.844419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by vinicius de oliveira
Start Entity:     Vinícius de Oliveira
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Vinícius de Oliveira --[(INV) starred_actors]--> Central Station --[in_language]--> Portuguese
Path (Raw):       Vinícius de Oliveira --[No Operation]--> Vinícius de Oliveira --[(INV) starred_actors]--> Central Station --[in_language]--> Portuguese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of times square also starred in which films
Start Entity:     Times Square
Gold Answer:      [['Legend', 'Muppet Treasure Island', 'Annie', 'The Frighteners', 'The Rocky Horror Picture Show', 'A Christmas Carol', 'Congo', 'Stella', 'Oliver Twist', 'Clue']]
Predicted Ans:    Oliver Twist
Predicted Path:   Times Square --[starred_actors]--> Tim Curry --[(INV) starred_actors]--> Oliver Twist
Path (Raw):       Times Square --[starred_actors]--> Tim Curry --[No Operation]--> Tim Curry --[(INV) starred_actors]--> Oliver Twist
Neg LogProb(↓):   0.781774
Path Entropy(↓):  1.622676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in dare
Start Entity:     Dare
Gold Answer:      [['2014', '2002', '2004']]
Predicted Ans:    2004
Predicted Path:   Dare --[starred_actors]--> Emmy Rossum --[(INV) starred_actors]--> The Day After Tomorrow --[release_year]--> 2004
Path (Raw):       Dare --[starred_actors]--> Emmy Rossum --[(INV) starred_actors]--> The Day After Tomorrow --[release_year]--> 2004
Neg LogProb(↓):   0.185033
Path Entropy(↓):  0.593278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by jeffrey lau
Start Entity:     Jeffrey Lau
Gold Answer:      [['1990', '2002']]
Predicted Ans:    1990
Predicted Path:   Jeffrey Lau --[(INV) directed_by]--> All for the Winner --[release_year]--> 1990
Path (Raw):       Jeffrey Lau --[No Operation]--> Jeffrey Lau --[(INV) directed_by]--> All for the Winner --[release_year]--> 1990
Neg LogProb(↓):   0.275094
Path Entropy(↓):  0.551656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the trading places director
Start Entity:     Trading Places
Gold Answer:      [['John Landis', 'Jerry Zucker', 'Eddie Murphy', 'Steve Martin', 'Douglas Kenney', 'David Zucker', 'Jim Mulholland', 'Michael Barrie', 'Randy Newman', 'Lorne Michaels', 'Harold Ramis', 'Chris Miller', 'Claude Magnier', 'Dave Thomas', 'Jim Abrahams', 'James Marshall', 'Harry Allard', 'Dan Aykroyd']]
Predicted Ans:    Dan Aykroyd
Predicted Path:   Trading Places --[directed_by]--> John Landis --[(INV) directed_by]--> Blues Brothers 2000 --[written_by]--> Dan Aykroyd
Path (Raw):       Trading Places --[directed_by]--> John Landis --[(INV) directed_by]--> Blues Brothers 2000 --[written_by]--> Dan Aykroyd
Neg LogProb(↓):   1.011671
Path Entropy(↓):  1.954464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by shadow of the vampire actors
Start Entity:     Shadow of the Vampire
Gold Answer:      [['Romance', 'Family', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Romance
Predicted Path:   Shadow of the Vampire --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[has_genre]--> Romance
Path (Raw):       Shadow of the Vampire --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[has_genre]--> Romance
Neg LogProb(↓):   1.249757
Path Entropy(↓):  1.768986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the ex is also the director of which movies
Start Entity:     The Ex
Gold Answer:      [['Our Idiot Brother']]
Predicted Ans:    Our Idiot Brother
Predicted Path:   The Ex --[directed_by]--> Jesse Peretz --[(INV) directed_by]--> Our Idiot Brother
Path (Raw):       The Ex --[directed_by]--> Jesse Peretz --[(INV) directed_by]--> Our Idiot Brother --[No Operation]--> Our Idiot Brother
Neg LogProb(↓):   0.084135
Path Entropy(↓):  0.293960
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with guy maddin
Start Entity:     Guy Maddin
Gold Answer:      [['George Toles', 'Kazuo Ishiguro']]
Predicted Ans:    Guy Maddin
Predicted Path:   Guy Maddin --[(INV) written_by]--> My Winnipeg --[written_by]--> Guy Maddin
Path (Raw):       Guy Maddin --[No Operation]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[written_by]--> Guy Maddin
Neg LogProb(↓):   0.378457
Path Entropy(↓):  0.816596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same director of the quiet
Start Entity:     The Quiet
Gold Answer:      [["But I'm a Cheerleader", 'Itty Bitty Titty Committee']]
Predicted Ans:    But I'm a Cheerleader
Predicted Path:   The Quiet --[directed_by]--> Jamie Babbit --[(INV) directed_by]--> But I'm a Cheerleader
Path (Raw):       The Quiet --[No Operation]--> The Quiet --[directed_by]--> Jamie Babbit --[(INV) directed_by]--> But I'm a Cheerleader
Neg LogProb(↓):   0.074033
Path Entropy(↓):  0.336357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to pride and prejudice
Start Entity:     Pride and Prejudice
Gold Answer:      [['robert z. leonard', 'jane austen', 'adaptation']]
Predicted Ans:    robert z. leonard
Predicted Path:   Pride and Prejudice --[has_tags]--> robert z. leonard --[(INV) has_tags]--> Maytime --[has_tags]--> robert z. leonard
Path (Raw):       Pride and Prejudice --[has_tags]--> robert z. leonard --[(INV) has_tags]--> Maytime --[has_tags]--> robert z. leonard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by peter rader in
Start Entity:     Peter Rader
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Peter Rader --[(INV) written_by]--> Waterworld --[has_genre]--> Action
Path (Raw):       Peter Rader --[No Operation]--> Peter Rader --[(INV) written_by]--> Waterworld --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of mantrap
Start Entity:     Mantrap
Gold Answer:      [['Elmer Gantry', 'Arrowsmith', 'Dodsworth', 'Cass Timberlane']]
Predicted Ans:    Elmer Gantry
Predicted Path:   Mantrap --[written_by]--> Sinclair Lewis --[(INV) written_by]--> Elmer Gantry
Path (Raw):       Mantrap --[No Operation]--> Mantrap --[written_by]--> Sinclair Lewis --[(INV) written_by]--> Elmer Gantry
Neg LogProb(↓):   0.915979
Path Entropy(↓):  1.381743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of violeta went to heaven also directed which movies
Start Entity:     Violeta Went to Heaven
Gold Answer:      [['Machuca']]
Predicted Ans:    Machuca
Predicted Path:   Violeta Went to Heaven --[directed_by]--> Andrés Wood --[(INV) directed_by]--> Machuca
Path (Raw):       Violeta Went to Heaven --[directed_by]--> Andrés Wood --[(INV) directed_by]--> Machuca --[No Operation]--> Machuca
Neg LogProb(↓):   0.054766
Path Entropy(↓):  0.208114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of tea and sympathy starred who
Start Entity:     Tea and Sympathy
Gold Answer:      [['Richard Attenborough', 'Melvyn Douglas', 'Richard Crenna', 'Gene Hackman', 'Estelle Parsons', 'Steve McQueen', 'Candice Bergen', 'Dorothy Stickney']]
Predicted Ans:    Steve McQueen
Predicted Path:   Tea and Sympathy --[written_by]--> Robert Anderson --[(INV) written_by]--> The Sand Pebbles --[starred_actors]--> Steve McQueen
Path (Raw):       Tea and Sympathy --[written_by]--> Robert Anderson --[(INV) written_by]--> The Sand Pebbles --[starred_actors]--> Steve McQueen
Neg LogProb(↓):   0.228613
Path Entropy(↓):  0.729343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film lovers of the arctic circle are directed by who
Start Entity:     Lovers of the Arctic Circle
Gold Answer:      [['Marcelo Piñeyro', 'Pedro Almodóvar', 'Alejandro Amenábar']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Bad Education --[directed_by]--> Pedro Almodóvar
Path (Raw):       Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Bad Education --[directed_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.023170
Path Entropy(↓):  0.132744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film american mary
Start Entity:     American Mary
Gold Answer:      [['1944', '2000', '2013']]
Predicted Ans:    1944
Predicted Path:   American Mary --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Torment --[release_year]--> 1944
Path (Raw):       American Mary --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Torment --[release_year]--> 1944
Neg LogProb(↓):   0.416799
Path Entropy(↓):  0.815437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film mark of an angel
Start Entity:     Mark of an Angel
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Mark of an Angel --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Mark of an Angel --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.305508
Path Entropy(↓):  3.173967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the duchess also wrote movies
Start Entity:     The Duchess
Gold Answer:      [['Suite Française']]
Predicted Ans:    Suite Française
Predicted Path:   The Duchess --[written_by]--> Saul Dibb --[(INV) written_by]--> Suite Française
Path (Raw):       The Duchess --[written_by]--> Saul Dibb --[(INV) written_by]--> Suite Française --[No Operation]--> Suite Française
Neg LogProb(↓):   0.439952
Path Entropy(↓):  0.651160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by demon seed actors
Start Entity:     Demon Seed
Gold Answer:      [['Sarah Polley', 'Richard Lester', 'Nicolas Roeg', 'Hal Ashby', 'Ernst Lubitsch', 'John Schlesinger', 'Warren Beatty', 'Jack Cardiff', 'John Ford', 'Alan Rudolph', 'Johan Kling', 'Joseph Losey', 'Buck Henry', 'François Truffaut', 'David Lean']]
Predicted Ans:    François Truffaut
Predicted Path:   Demon Seed --[starred_actors]--> Julie Christie --[(INV) starred_actors]--> Fahrenheit 451 --[directed_by]--> François Truffaut
Path (Raw):       Demon Seed --[starred_actors]--> Julie Christie --[(INV) starred_actors]--> Fahrenheit 451 --[directed_by]--> François Truffaut
Neg LogProb(↓):   1.190485
Path Entropy(↓):  1.185928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of rough night in jericho is also the director of which films
Start Entity:     Rough Night in Jericho
Gold Answer:      [['Anna Lucasta', 'The Rack', 'Geronimo', 'Vice Squad', 'The Monster That Challenged the World']]
Predicted Ans:    The Rack
Predicted Path:   Rough Night in Jericho --[directed_by]--> Arnold Laven --[(INV) directed_by]--> The Rack
Path (Raw):       Rough Night in Jericho --[directed_by]--> Arnold Laven --[(INV) directed_by]--> The Rack --[No Operation]--> The Rack
Neg LogProb(↓):   0.709206
Path Entropy(↓):  1.069798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of turtle diary also wrote which films
Start Entity:     Turtle Diary
Gold Answer:      [['The Go-Between', 'Reunion', "The French Lieutenant's Woman", 'The Pumpkin Eater', 'The Homecoming', 'Accident', "Emmet Otter's Jug-Band Christmas", "The Handmaid's Tale", 'The Servant', 'Sleuth', 'The Comfort of Strangers', 'The Quiller Memorandum', 'Betrayal', 'The Last Tycoon']]
Predicted Ans:    The Handmaid's Tale
Predicted Path:   Turtle Diary --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale
Path (Raw):       Turtle Diary --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale --[No Operation]--> The Handmaid's Tale
Neg LogProb(↓):   0.813110
Path Entropy(↓):  1.640215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by veronica taylor
Start Entity:     Veronica Taylor
Gold Answer:      [['Kunihiko Yuyama']]
Predicted Ans:    Kunihiko Yuyama
Predicted Path:   Veronica Taylor --[(INV) starred_actors]--> Pokémon Heroes --[directed_by]--> Kunihiko Yuyama
Path (Raw):       Veronica Taylor --[No Operation]--> Veronica Taylor --[(INV) starred_actors]--> Pokémon Heroes --[directed_by]--> Kunihiko Yuyama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie ethan frome
Start Entity:     Ethan Frome
Gold Answer:      [['Ol Parker', 'Louis de Bernières', 'Marc Norman', 'Jane Goldman', 'Elmore Leonard', 'Deborah Moggach', 'Peter Straughan', 'Assaf Bernstein', 'Rebecca Miller', 'David Auburn', 'Jocelyn Moorhouse', 'Krzysztof Krauze', 'Tom Stoppard', 'David Henry Hwang', 'Matthew Vaughn']]
Predicted Ans:    Ol Parker
Predicted Path:   Ethan Frome --[directed_by]--> John Madden --[(INV) directed_by]--> The Second Best Exotic Marigold Hotel --[written_by]--> Ol Parker
Path (Raw):       Ethan Frome --[directed_by]--> John Madden --[(INV) directed_by]--> The Second Best Exotic Marigold Hotel --[written_by]--> Ol Parker
Neg LogProb(↓):   0.223668
Path Entropy(↓):  0.745424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the battle for haditha director release
Start Entity:     Battle for Haditha
Gold Answer:      [['1996', '1992']]
Predicted Ans:    1996
Predicted Path:   Battle for Haditha --[directed_by]--> Nick Broomfield --[(INV) directed_by]--> Fetishes --[release_year]--> 1996
Path (Raw):       Battle for Haditha --[directed_by]--> Nick Broomfield --[(INV) directed_by]--> Fetishes --[release_year]--> 1996
Neg LogProb(↓):   0.120852
Path Entropy(↓):  0.405412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed 50 / 50
Start Entity:     50/50
Gold Answer:      [['Jonathan Levine']]
Predicted Ans:    Jonathan Levine
Predicted Path:   50/50 --[directed_by]--> Jonathan Levine --[(INV) directed_by]--> Warm Bodies --[directed_by]--> Jonathan Levine
Path (Raw):       50/50 --[directed_by]--> Jonathan Levine --[(INV) directed_by]--> Warm Bodies --[directed_by]--> Jonathan Levine
Neg LogProb(↓):   0.000387
Path Entropy(↓):  0.003735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by akiva schaffer release
Start Entity:     Akiva Schaffer
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Akiva Schaffer --[(INV) written_by]--> Extreme Movie --[release_year]--> 2008
Path (Raw):       Akiva Schaffer --[No Operation]--> Akiva Schaffer --[(INV) written_by]--> Extreme Movie --[release_year]--> 2008
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is bombshell
Start Entity:     Bombshell
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Bombshell --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Bombshell --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.540143
Path Entropy(↓):  5.002667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of ivanhoe
Start Entity:     Ivanhoe
Gold Answer:      [['11 Harrowhouse', 'The Hunter', 'Mayerling', 'Escape', 'Lucky Night', 'A Star Is Born', 'A Date with Judy', 'The Private Affairs of Bel Ami', 'East Side, West Side', "A Place of One's Own", 'The Piano', 'Attack Force Z', 'Forever Amber', 'Georgy Girl', 'Allegheny Uprising', 'Journey to the Center of the Earth', 'The Hunt for Red October', 'Letter from an Unknown Woman', 'Father of the Bride', 'Three Comrades', 'Above and Beyond', 'BUtterfield 8', 'Hotel Reserve', 'This Above All', 'Beyond a Reasonable Doubt', 'Camille', 'Pandora and the Flying Dutchman', 'This Land Is Mine', 'Cat on a Hot Tin Roof', 'Personal Property', 'Caught', 'A Little Night Music', 'Coffin Rock', 'Irresistible', 'Memoirs of an Invisible Man', 'Samson and Delilah', 'The Blue Max', 'Waterloo Bridge', 'Children of the Revolution', 'The Bigamist', 'The Scarlet Pimpernel', 'While the City Sleeps', 'The Picture of Dorian Gray', 'Haunted', 'Secret Ceremony', 'Raintree County', 'The Son of Monte Cristo', 'Enigma', 'The Last Time I Saw Paris', 'Rogue Cop', 'A Damsel in Distress', 'The Reckless Moment', 'Dirty Deeds', 'The Big Hangover', 'The Boys from Brazil', 'Death in Brunswick', 'Julius Caesar', 'The Fall of the Roman Empire', 'Broadway Melody of 1938', 'Dead Calm', 'Mandingo', 'Rebecca', 'Suddenly, Last Summer', 'Billy the Kid', 'Stand Up and Fight', 'Event Horizon', 'Age of Consent', "Who's Afraid of Virginia Woolf?", 'The V.I.P.s', 'Island in the Sun', 'Possession', 'Lord Jim', 'The Trials of Oscar Wilde', 'Journey to Italy', 'The Man Between', 'Undercurrent', 'Madame Bovary', 'Many Rivers to Cross', 'Genghis Khan', 'When Ladies Meet', 'Bigger Than Life', 'Village of the Damned', 'The Night Walker', 'Odd Man Out', 'The Emperor Waltz', 'Life with Father', 'Party Girl', 'Angel', 'Call Me Madam', 'Cleopatra', 'Boom!', 'Giant', 'Quo Vadis', 'The Man in Grey', 'All About Eve', 'All the Brothers Were Valiant', '5 Fingers', 'Westward the Women', 'Broadway Melody of 1936', 'The Witches', 'The House of the Seven Gables', 'National Velvet', 'A Place in the Sun', 'Lolita', 'The Bribe', 'Yes', 'Confessions of a Nazi Spy', "Devil's Doorway", 'In the Mouth of Madness', 'Reflections in a Golden Eye', 'Johnny Eager', 'Voyage to the Bottom of the Sea', 'The Lodger', 'The Sandpiper', 'Suspicion', 'North by Northwest', 'Knights of the Round Table', 'Forever, Darling', "Casanova's Big Night", 'The Saint in London', 'Thunder Rock', 'The Gorgeous Hussy', 'Under the Volcano', '20,000 Leagues Under the Sea', 'Country Life', 'The Jungle Book', 'Lured', 'Jane Eyre', 'Rage in Heaven', "Frenchman's Creek", 'Flight Command', 'Born to Be Bad', 'Foreign Correspondent', 'From the Earth to the Moon', 'The Constant Nymph', "Father's Little Dividend", 'The Taming of the Shrew', 'The Verdict']]
Predicted Ans:    Enigma
Predicted Path:   Ivanhoe --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma
Path (Raw):       Ivanhoe --[starred_actors]--> Sam Neill --[No Operation]--> Sam Neill --[(INV) starred_actors]--> Enigma
Neg LogProb(↓):   0.889919
Path Entropy(↓):  1.754379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the bitter tea of general yen starred who
Start Entity:     The Bitter Tea of General Yen
Gold Answer:      [['Walter Connolly', 'Barbara Stanwyck', 'Nils Asther']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   The Bitter Tea of General Yen --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Path (Raw):       The Bitter Tea of General Yen --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.092187
Path Entropy(↓):  0.506280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jean negulesco were written by who
Start Entity:     Jean Negulesco
Gold Answer:      [['David Divine', 'Theodore Bonnet', 'Edith R. Sommer', 'John H. Secondari', 'Merle Miller', 'Louis Bromfield', 'Agnes Newton Keith', 'Zachary Gold', 'John Huston', 'Phoebe Ephron', 'Irma von Cube', 'Henry Ephron', 'I.A.R. Wylie', 'James Cameron', 'Clifford Odets', 'Allen Vincent', 'John Patrick', 'Frank Gruber', 'Dwight Taylor', 'Ivan Moffat', 'Nunnally Johnson', 'Jean Webster', 'Eric Ambler', 'Katherine Albert', 'Fannie Hurst', 'Howard Koch', 'Dale Eunson', 'W.R. Burnett', 'Mann Rubin', 'Rona Jaffe']]
Predicted Ans:    Nunnally Johnson
Predicted Path:   Jean Negulesco --[(INV) directed_by]--> How to Marry a Millionaire --[written_by]--> Nunnally Johnson
Path (Raw):       Jean Negulesco --[No Operation]--> Jean Negulesco --[(INV) directed_by]--> How to Marry a Millionaire --[written_by]--> Nunnally Johnson
Neg LogProb(↓):   0.956310
Path Entropy(↓):  1.918820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by george rose were written by who
Start Entity:     George Rose
Gold Answer:      [['Jack Ritchie', 'Elaine May']]
Predicted Ans:    Jack Ritchie
Predicted Path:   George Rose --[(INV) starred_actors]--> A New Leaf --[written_by]--> Jack Ritchie
Path (Raw):       George Rose --[No Operation]--> George Rose --[(INV) starred_actors]--> A New Leaf --[written_by]--> Jack Ritchie
Neg LogProb(↓):   0.574088
Path Entropy(↓):  0.693522
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of lou schor written movies
Start Entity:     Lou Schor
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Lou Schor --[(INV) written_by]--> The Bigamist --[release_year]--> 1953
Path (Raw):       Lou Schor --[No Operation]--> Lou Schor --[(INV) written_by]--> The Bigamist --[release_year]--> 1953
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by anatomy actors
Start Entity:     Anatomy
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Anatomy --[starred_actors]--> Franka Potente --[(INV) starred_actors]--> Anatomy --[has_genre]--> Horror
Path (Raw):       Anatomy --[starred_actors]--> Franka Potente --[(INV) starred_actors]--> Anatomy --[has_genre]--> Horror
Neg LogProb(↓):   0.582755
Path Entropy(↓):  0.785916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by colin teague
Start Entity:     Colin Teague
Gold Answer:      [['Louis Dempsey']]
Predicted Ans:    Louis Dempsey
Predicted Path:   Colin Teague --[(INV) directed_by]--> The Last Drop --[starred_actors]--> Louis Dempsey
Path (Raw):       Colin Teague --[No Operation]--> Colin Teague --[(INV) directed_by]--> The Last Drop --[starred_actors]--> Louis Dempsey
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Jody hill was the director on which movies
Start Entity:     Jody Hill
Gold Answer:      [['The Foot Fist Way', 'Observe and Report']]
Predicted Ans:    Observe and Report
Predicted Path:   Jody Hill --[(INV) directed_by]--> The Foot Fist Way --[directed_by]--> Jody Hill --[(INV) directed_by]--> Observe and Report
Path (Raw):       Jody Hill --[(INV) directed_by]--> The Foot Fist Way --[directed_by]--> Jody Hill --[(INV) directed_by]--> Observe and Report
Neg LogProb(↓):   1.127269
Path Entropy(↓):  1.356008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does ronald zehrfeld star in
Start Entity:     Ronald Zehrfeld
Gold Answer:      [['Inbetween Worlds']]
Predicted Ans:    Inbetween Worlds
Predicted Path:   Ronald Zehrfeld --[(INV) starred_actors]--> Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds
Path (Raw):       Ronald Zehrfeld --[(INV) starred_actors]--> Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds
Neg LogProb(↓):   0.279930
Path Entropy(↓):  0.618177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in fast times at ridgemont high
Start Entity:     Fast Times at Ridgemont High
Gold Answer:      [['Judge Reinhold', 'Robert Romanus', 'Sean Penn', 'Jennifer Jason Leigh']]
Predicted Ans:    Sean Penn
Predicted Path:   Fast Times at Ridgemont High --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> This Must Be the Place --[starred_actors]--> Sean Penn
Path (Raw):       Fast Times at Ridgemont High --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> This Must Be the Place --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.279199
Path Entropy(↓):  0.722109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by raining stones actors
Start Entity:     Raining Stones
Gold Answer:      [['Comedy']]
Predicted Ans:    ken loach
Predicted Path:   Raining Stones --[starred_actors]--> Bruce Jones --[(INV) starred_actors]--> Raining Stones --[has_tags]--> ken loach
Path (Raw):       Raining Stones --[starred_actors]--> Bruce Jones --[(INV) starred_actors]--> Raining Stones --[has_tags]--> ken loach
Neg LogProb(↓):   0.766840
Path Entropy(↓):  1.633835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies written by frank partos released
Start Entity:     Frank Partos
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Frank Partos --[(INV) written_by]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       Frank Partos --[No Operation]--> Frank Partos --[(INV) written_by]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by richard n. goodwin
Start Entity:     Richard N. Goodwin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Richard N. Goodwin --[(INV) written_by]--> Quiz Show --[has_genre]--> Drama
Path (Raw):       Richard N. Goodwin --[No Operation]--> Richard N. Goodwin --[(INV) written_by]--> Quiz Show --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by john hillcoat fall under
Start Entity:     John Hillcoat
Gold Answer:      [['Drama', 'Horror', 'Western', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   John Hillcoat --[(INV) directed_by]--> The Road --[has_genre]--> Drama
Path (Raw):       John Hillcoat --[No Operation]--> John Hillcoat --[(INV) directed_by]--> The Road --[has_genre]--> Drama
Neg LogProb(↓):   0.151045
Path Entropy(↓):  0.405331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of hannah takes the stairs also directed which films
Start Entity:     Hannah Takes the Stairs
Gold Answer:      [['All the Light in the Sky', 'V/H/S', 'Nights and Weekends', 'Drinking Buddies', 'LOL', 'Happy Christmas']]
Predicted Ans:    Happy Christmas
Predicted Path:   Hannah Takes the Stairs --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> Happy Christmas
Path (Raw):       Hannah Takes the Stairs --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> Happy Christmas --[No Operation]--> Happy Christmas
Neg LogProb(↓):   0.662782
Path Entropy(↓):  1.616597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for sneakers
Start Entity:     Sneakers
Gold Answer:      [['Phil Alden Robinson']]
Predicted Ans:    Phil Alden Robinson
Predicted Path:   Sneakers --[directed_by]--> Phil Alden Robinson --[(INV) directed_by]--> Field of Dreams --[directed_by]--> Phil Alden Robinson
Path (Raw):       Sneakers --[directed_by]--> Phil Alden Robinson --[(INV) directed_by]--> Field of Dreams --[directed_by]--> Phil Alden Robinson
Neg LogProb(↓):   0.004854
Path Entropy(↓):  0.030657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the dawn patrol
Start Entity:     The Dawn Patrol
Gold Answer:      [['Seton I. Miller', 'Steve Martin', 'Alfred Lord Tennyson', 'Rowland Leigh', 'Michael Jacoby', 'John Fusco', 'Paul Haggis', 'Romain Gary', 'Bernard Gordon', 'Norman Panama', 'Gene Towne', 'C. Graham Baker', 'F. Hugh Herbert', 'Alistair MacLean', 'Jean Kerr', 'Jon Hoeber', 'Erich Hoeber', 'Justin Huntly McCarthy', 'Richard Schayer', 'Lynn Riggs', 'Philip Yordan', 'Ian Fleming', 'Alan Le May', 'Michael Innes', 'Neal Purvis', 'Robert Wade', 'Margaret Kennedy', 'Stanley Shapiro', 'Paul Henning', 'Helen Deutsch', 'Terence Rattigan', 'Isobel Lennart', 'Leonardo Bercovici', 'Mark Twain', 'Robert Rossen', 'William Woods', 'Wally Kline', 'Robert Hichens', 'James Leasor', 'Melvin Frank', 'Robert Buckner', 'William Gillette', 'Rumer Godden', 'Robert E. Sherwood', 'Edward Chodorov', 'Hugh Walpole', 'Charles L. Clifford', 'Johnston McCulley', 'John C. Higgins', 'Gerald Drayson Adams', 'Ernest Hemingway', 'Preston Sturges', 'Peter Viertel', 'Joseph Hoffman', 'P.G. Wodehouse', 'Stephen Gross', 'Robert Nathan', 'William Bowers', 'Curtis Harrington', 'Maxwell Anderson', 'Norman Reilly Raine', 'Daphne Du Maurier', 'Peter Cook', 'John Gay', 'Shonda Rhimes', 'Leon Gordon', 'John Galsworthy', 'Dudley Moore', 'Eric Ambler', 'Arthur Laurents', 'Courtney Ryley Cooper', 'Brian De Palma', 'James J. Corbett', 'Casey Robinson', 'Rafael Sabatini', 'Robin Estridge', 'Carl Foreman', 'Blake Edwards', 'Françoise Sagan', 'George Oppenheimer', 'Herbert Dalmas', 'Peter Ustinov', 'Robert Hamer', 'Felix Jackson', 'Maurice Richlin', 'Harry Kurnitz', 'Æneas MacKenzie', 'Everett Freeman', 'Marjorie Carleton', 'Eric Hatch', 'Peter Berneis', 'Howard Koch', 'Morrie Ryskind', 'Arthur Conan Doyle', 'Norman Krasna']]
Predicted Ans:    Isobel Lennart
Predicted Path:   The Dawn Patrol --[starred_actors]--> David Niven --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Path (Raw):       The Dawn Patrol --[starred_actors]--> David Niven --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Neg LogProb(↓):   1.132628
Path Entropy(↓):  2.046000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of hubert cornfield directed movies
Start Entity:     Hubert Cornfield
Gold Answer:      [['Charles Williams']]
Predicted Ans:    Charles Williams
Predicted Path:   Hubert Cornfield --[(INV) directed_by]--> The 3rd Voice --[written_by]--> Charles Williams
Path (Raw):       Hubert Cornfield --[No Operation]--> Hubert Cornfield --[(INV) directed_by]--> The 3rd Voice --[written_by]--> Charles Williams
Neg LogProb(↓):   0.001708
Path Entropy(↓):  0.013642
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of prince valiant
Start Entity:     Prince Valiant
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Prince Valiant --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       Prince Valiant --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   2.097670
Path Entropy(↓):  2.919636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the milagro beanfield war
Start Entity:     The Milagro Beanfield War
Gold Answer:      [['Philip Winchester', 'Charlie Sheen', 'Mac Davis', 'Corbin Bernsen', 'James Caan', 'Robert Redford', 'Halle Berry', 'Nick Nolte', 'Jackie Gleason', 'Karl Malden', 'Robert Shaw', 'Tom Berenger', 'Debra Winger', 'Paul Newman', 'Liza Minnelli', 'Tim McIntire', 'Wendell Burton', 'Teri Garr', 'James Franco', 'Omar Epps', 'Craig Sheffer']]
Predicted Ans:    James Franco
Predicted Path:   The Milagro Beanfield War --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[starred_actors]--> James Franco
Path (Raw):       The Milagro Beanfield War --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[starred_actors]--> James Franco
Neg LogProb(↓):   0.523182
Path Entropy(↓):  1.288744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in romulus, my father
Start Entity:     Romulus, My Father
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Romulus, My Father --[starred_actors]--> Franka Potente --[(INV) starred_actors]--> Anatomy --[in_language]--> German
Path (Raw):       Romulus, My Father --[starred_actors]--> Franka Potente --[(INV) starred_actors]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   0.004594
Path Entropy(↓):  0.030669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of drive angry also wrote which films
Start Entity:     Drive Angry
Gold Answer:      [['Dracula 2000']]
Predicted Ans:    Dracula 2000
Predicted Path:   Drive Angry --[written_by]--> Patrick Lussier --[(INV) written_by]--> Dracula 2000
Path (Raw):       Drive Angry --[written_by]--> Patrick Lussier --[(INV) written_by]--> Dracula 2000 --[No Operation]--> Dracula 2000
Neg LogProb(↓):   0.444101
Path Entropy(↓):  0.652720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote iron eagle ii
Start Entity:     Iron Eagle II
Gold Answer:      [['Sidney J. Furie']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   Iron Eagle II --[written_by]--> Sidney J. Furie --[(INV) written_by]--> Direct Action --[written_by]--> Sidney J. Furie
Path (Raw):       Iron Eagle II --[written_by]--> Sidney J. Furie --[(INV) written_by]--> Direct Action --[written_by]--> Sidney J. Furie
Neg LogProb(↓):   0.006488
Path Entropy(↓):  0.043185
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by the seven - per - cent solution writers release
Start Entity:     The Seven-Per-Cent Solution
Gold Answer:      [['2008', '2003', '1991', '1973', '1979']]
Predicted Ans:    2003
Predicted Path:   The Seven-Per-Cent Solution --[written_by]--> Nicholas Meyer --[(INV) written_by]--> The Human Stain --[release_year]--> 2003
Path (Raw):       The Seven-Per-Cent Solution --[written_by]--> Nicholas Meyer --[(INV) written_by]--> The Human Stain --[release_year]--> 2003
Neg LogProb(↓):   0.281465
Path Entropy(↓):  0.662058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by gene kelly were in which genres
Start Entity:     Gene Kelly
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Gene Kelly --[(INV) starred_actors]--> The Happy Road --[has_genre]--> Comedy
Path (Raw):       Gene Kelly --[No Operation]--> Gene Kelly --[(INV) starred_actors]--> The Happy Road --[has_genre]--> Comedy
Neg LogProb(↓):   0.057137
Path Entropy(↓):  0.269094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer fritz lang
Start Entity:     Fritz Lang
Gold Answer:      [['Walter Abel', 'Shia LaBeouf', 'Brad Pitt', 'Logan Lerman', 'Michael Peña', 'Walter Brennan', 'Brian Donlevy', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Anna Lee', 'Gene Lockhart', 'Peter Lorre', 'Gustav Diessl']]
Predicted Ans:    Brian Donlevy
Predicted Path:   Fritz Lang --[(INV) written_by]--> Hangmen Also Die! --[starred_actors]--> Brian Donlevy
Path (Raw):       Fritz Lang --[No Operation]--> Fritz Lang --[(INV) written_by]--> Hangmen Also Die! --[starred_actors]--> Brian Donlevy
Neg LogProb(↓):   0.518155
Path Entropy(↓):  1.134815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the fabulous baker boys actors
Start Entity:     The Fabulous Baker Boys
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Fabulous Baker Boys --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Arlington Road --[has_genre]--> Drama
Path (Raw):       The Fabulous Baker Boys --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Arlington Road --[has_genre]--> Drama
Neg LogProb(↓):   1.715811
Path Entropy(↓):  2.801024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of alain tanner
Start Entity:     Alain Tanner
Gold Answer:      [['John Berger', 'Daniel Odier']]
Predicted Ans:    Alain Tanner
Predicted Path:   Alain Tanner --[(INV) written_by]--> Light Years Away --[written_by]--> Alain Tanner
Path (Raw):       Alain Tanner --[No Operation]--> Alain Tanner --[(INV) written_by]--> Light Years Away --[written_by]--> Alain Tanner
Neg LogProb(↓):   0.104391
Path Entropy(↓):  0.325805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor miyu irino is a co - star of who
Start Entity:     Miyu Irino
Gold Answer:      [['Mari Natsuki', 'Rumi Hiiragi']]
Predicted Ans:    Mari Natsuki
Predicted Path:   Miyu Irino --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki
Path (Raw):       Miyu Irino --[No Operation]--> Miyu Irino --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki
Neg LogProb(↓):   0.510011
Path Entropy(↓):  0.674943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by ricky nelson fall under
Start Entity:     Ricky Nelson
Gold Answer:      [['War', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Ricky Nelson --[(INV) starred_actors]--> Rio Bravo --[has_genre]--> Western
Path (Raw):       Ricky Nelson --[No Operation]--> Ricky Nelson --[(INV) starred_actors]--> Rio Bravo --[has_genre]--> Western
Neg LogProb(↓):   0.006296
Path Entropy(↓):  0.038086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the old maid
Start Entity:     The Old Maid
Gold Answer:      [['Martha Scott', 'Flora Robson', 'Susan Hayward', "Barbara O'Neil", 'Gary Cooper', 'Basil Rathbone', 'Gene Lockhart', 'Claude Rains', 'Tamara Toumanova', 'Jeffrey Lynn', 'Gregory Peck', 'Howard Duff', 'Paul Henreid', 'George Murphy', 'Fredric March', 'Ann Sheridan', 'George Brent', 'Geraldine Fitzgerald', 'Dana Andrews', 'Michelle Pfeiffer', 'Winona Ryder', 'George Sanders', 'Bette Davis', 'Gillian Anderson', 'Alan Hale', 'Ingrid Bergman', 'Olivia de Havilland', 'Joan Leslie', 'Errol Flynn', 'Beulah Bondi', 'Robert Cummings', 'Tate Donovan', 'Samy Naceri', 'Liam Neeson', 'Michèle Morgan', 'Betty Field', 'Philip Dorn', 'Jamel Debbouze', 'John Boles', 'Ava Gardner', 'Jean Simmons', 'Lionel Atwill', 'Ronald Reagan', 'Charles Boyer', 'Leslie Howard', 'Roschdy Zem', 'Michael Wilding', 'Sami Bouajila', 'Humphrey Bogart', 'Rhonda Fleming', 'Irene Dunne']]
Predicted Ans:    Bette Davis
Predicted Path:   The Old Maid --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[starred_actors]--> Bette Davis
Path (Raw):       The Old Maid --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.660671
Path Entropy(↓):  1.088121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by meyer levin
Start Entity:     Meyer Levin
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Meyer Levin --[(INV) written_by]--> Compulsion --[has_genre]--> Drama
Path (Raw):       Meyer Levin --[No Operation]--> Meyer Levin --[(INV) written_by]--> Compulsion --[has_genre]--> Drama
Neg LogProb(↓):   0.036415
Path Entropy(↓):  0.163158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director lou lombardo
Start Entity:     Lou Lombardo
Gold Answer:      [['George Segal']]
Predicted Ans:    George Segal
Predicted Path:   Lou Lombardo --[(INV) directed_by]--> Russian Roulette --[starred_actors]--> George Segal
Path (Raw):       Lou Lombardo --[No Operation]--> Lou Lombardo --[(INV) directed_by]--> Russian Roulette --[starred_actors]--> George Segal
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film the flowers of st. francis were in which genres
Start Entity:     The Flowers of St. Francis
Gold Answer:      [['Music', 'Documentary', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Flowers of St. Francis --[written_by]--> Roberto Rossellini --[(INV) written_by]--> Rome, Open City --[has_genre]--> Drama
Path (Raw):       The Flowers of St. Francis --[written_by]--> Roberto Rossellini --[(INV) written_by]--> Rome, Open City --[has_genre]--> Drama
Neg LogProb(↓):   0.708114
Path Entropy(↓):  1.294301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of welcome to the punch
Start Entity:     Welcome to the Punch
Gold Answer:      [['Shifty']]
Predicted Ans:    Welcome to the Punch
Predicted Path:   Welcome to the Punch --[written_by]--> Eran Creevy --[(INV) written_by]--> Welcome to the Punch
Path (Raw):       Welcome to the Punch --[written_by]--> Eran Creevy --[(INV) written_by]--> Welcome to the Punch --[No Operation]--> Welcome to the Punch
Neg LogProb(↓):   0.158243
Path Entropy(↓):  0.448081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by the director of brooklyn bridge
Start Entity:     Brooklyn Bridge
Gold Answer:      [['Documentary', 'Animation', 'History']]
Predicted Ans:    Documentary
Predicted Path:   Brooklyn Bridge --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[has_genre]--> Documentary
Path (Raw):       Brooklyn Bridge --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[has_genre]--> Documentary
Neg LogProb(↓):   0.787322
Path Entropy(↓):  1.504658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for youth without youth
Start Entity:     Youth Without Youth
Gold Answer:      [['Mircea Eliade', 'Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Youth Without Youth --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Path (Raw):       Youth Without Youth --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.452430
Path Entropy(↓):  1.138867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by randy moore
Start Entity:     Randy Moore
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Randy Moore --[(INV) directed_by]--> Escape from Tomorrow --[release_year]--> 2013
Path (Raw):       Randy Moore --[No Operation]--> Randy Moore --[(INV) directed_by]--> Escape from Tomorrow --[release_year]--> 2013
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jack finney were released in which years
Start Entity:     Jack Finney
Gold Answer:      [['1998', '1978', '1964', '1966', '1993', '1999', '1955', '1956', '2007']]
Predicted Ans:    1993
Predicted Path:   Jack Finney --[(INV) written_by]--> Body Snatchers --[release_year]--> 1993
Path (Raw):       Jack Finney --[No Operation]--> Jack Finney --[(INV) written_by]--> Body Snatchers --[release_year]--> 1993
Neg LogProb(↓):   0.072263
Path Entropy(↓):  0.365441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is the bad seed about
Start Entity:     The Bad Seed
Gold Answer:      [['murder', 'bd-r', 'mervyn leroy']]
Predicted Ans:    mervyn leroy
Predicted Path:   The Bad Seed --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Path (Raw):       The Bad Seed --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Neg LogProb(↓):   0.904880
Path Entropy(↓):  1.571364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by martin brest in
Start Entity:     Martin Brest
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Martin Brest --[(INV) directed_by]--> Scent of a Woman --[in_language]--> Italian
Path (Raw):       Martin Brest --[No Operation]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[in_language]--> Italian
Neg LogProb(↓):   0.000242
Path Entropy(↓):  0.002268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie they are written by who
Start Entity:     They
Gold Answer:      [['Eric Red', 'Howard Fast']]
Predicted Ans:    Eric Red
Predicted Path:   They --[directed_by]--> Robert Harmon --[(INV) directed_by]--> The Hitcher --[written_by]--> Eric Red
Path (Raw):       They --[directed_by]--> Robert Harmon --[(INV) directed_by]--> The Hitcher --[written_by]--> Eric Red
Neg LogProb(↓):   0.723005
Path Entropy(↓):  0.832677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film men with brooms
Start Entity:     Men with Brooms
Gold Answer:      [['Paul Gross']]
Predicted Ans:    Paul Gross
Predicted Path:   Men with Brooms --[directed_by]--> Paul Gross --[(INV) directed_by]--> Men with Brooms --[directed_by]--> Paul Gross
Path (Raw):       Men with Brooms --[directed_by]--> Paul Gross --[(INV) directed_by]--> Men with Brooms --[directed_by]--> Paul Gross
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of edvard munch also directed which movies
Start Entity:     Edvard Munch
Gold Answer:      [['The War Game', 'Punishment Park', 'Privilege']]
Predicted Ans:    The War Game
Predicted Path:   Edvard Munch --[directed_by]--> Peter Watkins --[(INV) directed_by]--> The War Game
Path (Raw):       Edvard Munch --[directed_by]--> Peter Watkins --[(INV) directed_by]--> The War Game --[No Operation]--> The War Game
Neg LogProb(↓):   0.666281
Path Entropy(↓):  0.859071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie inventing the abbotts were released in which years
Start Entity:     Inventing the Abbotts
Gold Answer:      [['1988', '2010', '1987']]
Predicted Ans:    1987
Predicted Path:   Inventing the Abbotts --[written_by]--> Ken Hixon --[(INV) written_by]--> Morgan Stewart's Coming Home --[release_year]--> 1987
Path (Raw):       Inventing the Abbotts --[written_by]--> Ken Hixon --[(INV) written_by]--> Morgan Stewart's Coming Home --[release_year]--> 1987
Neg LogProb(↓):   0.384719
Path Entropy(↓):  0.826904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of shoot to kill
Start Entity:     Shoot to Kill
Gold Answer:      [['Lao', 'German']]
Predicted Ans:    Lao
Predicted Path:   Shoot to Kill --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[in_language]--> Lao
Path (Raw):       Shoot to Kill --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[in_language]--> Lao
Neg LogProb(↓):   0.002094
Path Entropy(↓):  0.015620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with harley jane kozak
Start Entity:     Harley Jane Kozak
Gold Answer:      [['Elizabeth McGovern', 'Scott Bakula', 'Bill Pullman', 'Brad Pitt', 'Peter Horton', 'Robert Loggia', 'C. Thomas Howell']]
Predicted Ans:    Brad Pitt
Predicted Path:   Harley Jane Kozak --[(INV) starred_actors]--> The Favor --[starred_actors]--> Brad Pitt
Path (Raw):       Harley Jane Kozak --[No Operation]--> Harley Jane Kozak --[(INV) starred_actors]--> The Favor --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.001118
Path Entropy(↓):  0.008865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the trespasser fall under
Start Entity:     The Trespasser
Gold Answer:      [['Romance', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Trespasser --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[has_genre]--> War
Path (Raw):       The Trespasser --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[has_genre]--> War
Neg LogProb(↓):   0.811932
Path Entropy(↓):  1.228391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film biloxi blues
Start Entity:     Biloxi Blues
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Biloxi Blues --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Path (Raw):       Biloxi Blues --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Neg LogProb(↓):   3.426580
Path Entropy(↓):  4.442897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the quest
Start Entity:     The Quest
Gold Answer:      [['Richard Maibaum', 'Bryan Forbes', 'James Leasor', 'Anthony Armstrong', 'Marjorie Lawrence', 'Tom Mankiewicz', 'Sidney Sheldon', 'Christopher Wood', 'Basil Dearden', 'Thomas Arslan', 'William Ludwig', 'Sonya Levien', 'George MacDonald Fraser', 'Michael G. Wilson', 'Wilbur Smith', 'Daniel Carney']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   The Quest --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Path (Raw):       The Quest --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.201396
Path Entropy(↓):  0.674266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of splash
Start Entity:     Splash
Gold Answer:      [['Cocoon', 'The Dilemma', 'Grand Theft Auto', 'Rush', 'A Beautiful Mind', 'Backdraft', 'Night Shift', 'Parenthood', 'Ransom', 'Willow', 'The Missing', 'The Paper', 'Cinderella Man', 'Far and Away', 'Apollo 13', 'Frost/Nixon', 'The Da Vinci Code', 'Gung Ho']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   Splash --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code
Path (Raw):       Splash --[No Operation]--> Splash --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code
Neg LogProb(↓):   0.501384
Path Entropy(↓):  1.197892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by hiromasa yonebayashi in
Start Entity:     Hiromasa Yonebayashi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hiromasa Yonebayashi --[(INV) directed_by]--> When Marnie Was There --[in_language]--> Japanese
Path (Raw):       Hiromasa Yonebayashi --[No Operation]--> Hiromasa Yonebayashi --[(INV) directed_by]--> When Marnie Was There --[in_language]--> Japanese
Neg LogProb(↓):   0.002695
Path Entropy(↓):  0.018671
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of cass timberlane
Start Entity:     Cass Timberlane
Gold Answer:      [['George Sidney']]
Predicted Ans:    George Sidney
Predicted Path:   Cass Timberlane --[directed_by]--> George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[directed_by]--> George Sidney
Path (Raw):       Cass Timberlane --[directed_by]--> George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[directed_by]--> George Sidney
Neg LogProb(↓):   0.305200
Path Entropy(↓):  0.720393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by don cheadle were released in which years
Start Entity:     Don Cheadle
Gold Answer:      [['1995', '2000', '1997', '2009', '2001', '2008', '2010', '2004', '1996', '2006', '1987', '2011', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[release_year]--> 2006
Path (Raw):       Don Cheadle --[No Operation]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[release_year]--> 2006
Neg LogProb(↓):   0.692913
Path Entropy(↓):  1.086739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of tales of manhattan
Start Entity:     Tales of Manhattan
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Tales of Manhattan --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       Tales of Manhattan --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   1.954417
Path Entropy(↓):  3.492604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of 7500
Start Entity:     7500
Gold Answer:      [['Eiko Kadono', 'Hayao Miyazaki', 'Takashi Shimizu', 'Stephen Susco']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   7500 --[directed_by]--> Takashi Shimizu --[(INV) directed_by]--> Kiki's Delivery Service --[written_by]--> Hayao Miyazaki
Path (Raw):       7500 --[directed_by]--> Takashi Shimizu --[(INV) directed_by]--> Kiki's Delivery Service --[written_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.005618
Path Entropy(↓):  0.037592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie luther were in which genres
Start Entity:     Luther
Gold Answer:      [['Drama', 'Thriller', 'Western', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Luther --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Dust --[has_genre]--> Drama
Path (Raw):       Luther --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.291322
Path Entropy(↓):  0.657789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of mighty aphrodite
Start Entity:     Mighty Aphrodite
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Mighty Aphrodite --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Mighty Aphrodite --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   1.004736
Path Entropy(↓):  2.357709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the beast with five fingers
Start Entity:     The Beast with Five Fingers
Gold Answer:      [['Curt Siodmak']]
Predicted Ans:    Curt Siodmak
Predicted Path:   The Beast with Five Fingers --[written_by]--> Curt Siodmak --[(INV) written_by]--> Donovan's Brain --[written_by]--> Curt Siodmak
Path (Raw):       The Beast with Five Fingers --[written_by]--> Curt Siodmak --[(INV) written_by]--> Donovan's Brain --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.148378
Path Entropy(↓):  0.500342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by ib melchior released
Start Entity:     Ib Melchior
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Ib Melchior --[(INV) directed_by]--> The Angry Red Planet --[release_year]--> 1959
Path (Raw):       Ib Melchior --[No Operation]--> Ib Melchior --[(INV) directed_by]--> The Angry Red Planet --[release_year]--> 1959
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of what a man also starred in which movies
Start Entity:     What a Man
Gold Answer:      [['Night Train']]
Predicted Ans:    Night Train
Predicted Path:   What a Man --[starred_actors]--> Matthias Schweighöfer --[(INV) starred_actors]--> Night Train
Path (Raw):       What a Man --[starred_actors]--> Matthias Schweighöfer --[No Operation]--> Matthias Schweighöfer --[(INV) starred_actors]--> Night Train
Neg LogProb(↓):   0.018337
Path Entropy(↓):  0.090860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the deep six actors
Start Entity:     The Deep Six
Gold Answer:      [['Japanese', 'English', 'Greek', 'Russian']]
Predicted Ans:    English
Predicted Path:   The Deep Six --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Path (Raw):       The Deep Six --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.274890
Path Entropy(↓):  1.566113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of kiss me goodbye
Start Entity:     Kiss Me Goodbye
Gold Answer:      [['Dona Flor and Her Two Husbands']]
Predicted Ans:    Kiss Me Goodbye
Predicted Path:   Kiss Me Goodbye --[written_by]--> Jorge Amado --[(INV) written_by]--> Kiss Me Goodbye
Path (Raw):       Kiss Me Goodbye --[No Operation]--> Kiss Me Goodbye --[written_by]--> Jorge Amado --[(INV) written_by]--> Kiss Me Goodbye
Neg LogProb(↓):   0.511088
Path Entropy(↓):  0.833532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What film genre is dead heat on a merry - go - round
Start Entity:     Dead Heat on a Merry-Go-Round
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Dead Heat on a Merry-Go-Round --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Dead Heat on a Merry-Go-Round --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.337379
Path Entropy(↓):  2.579251
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of odd obsession
Start Entity:     Odd Obsession
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Odd Obsession --[written_by]--> Kon Ichikawa --[(INV) written_by]--> 47 Ronin --[in_language]--> Japanese
Path (Raw):       Odd Obsession --[written_by]--> Kon Ichikawa --[(INV) written_by]--> 47 Ronin --[in_language]--> Japanese
Neg LogProb(↓):   0.694215
Path Entropy(↓):  0.701515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by henry morgan
Start Entity:     Henry Morgan
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Henry Morgan --[(INV) starred_actors]--> Murder, Inc. --[release_year]--> 1960
Path (Raw):       Henry Morgan --[No Operation]--> Henry Morgan --[(INV) starred_actors]--> Murder, Inc. --[release_year]--> 1960
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of michael stewart
Start Entity:     Michael Stewart
Gold Answer:      [['Irving Brecher', 'George A. Romero']]
Predicted Ans:    Irving Brecher
Predicted Path:   Michael Stewart --[(INV) written_by]--> Bye Bye Birdie --[written_by]--> Irving Brecher
Path (Raw):       Michael Stewart --[No Operation]--> Michael Stewart --[(INV) written_by]--> Bye Bye Birdie --[written_by]--> Irving Brecher
Neg LogProb(↓):   0.042474
Path Entropy(↓):  0.197424
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of eilis kirwan written movies
Start Entity:     Eilis Kirwan
Gold Answer:      [['Larysa Kondracki']]
Predicted Ans:    Larysa Kondracki
Predicted Path:   Eilis Kirwan --[(INV) written_by]--> The Whistleblower --[directed_by]--> Larysa Kondracki
Path (Raw):       Eilis Kirwan --[No Operation]--> Eilis Kirwan --[(INV) written_by]--> The Whistleblower --[directed_by]--> Larysa Kondracki
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of nancy gates
Start Entity:     Nancy Gates
Gold Answer:      [['Rod Taylor', 'Hugh Marlowe', 'Sterling Hayden', 'Frank Sinatra', 'James Gleason', 'Claude Akins', 'Randolph Scott']]
Predicted Ans:    Rod Taylor
Predicted Path:   Nancy Gates --[(INV) starred_actors]--> World Without End --[starred_actors]--> Rod Taylor
Path (Raw):       Nancy Gates --[No Operation]--> Nancy Gates --[(INV) starred_actors]--> World Without End --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.004167
Path Entropy(↓):  0.027348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by charles herbert
Start Entity:     Charles Herbert
Gold Answer:      [['Bert I. Gordon', 'William Castle']]
Predicted Ans:    William Castle
Predicted Path:   Charles Herbert --[(INV) starred_actors]--> 13 Ghosts --[directed_by]--> William Castle
Path (Raw):       Charles Herbert --[No Operation]--> Charles Herbert --[(INV) starred_actors]--> 13 Ghosts --[directed_by]--> William Castle
Neg LogProb(↓):   0.242454
Path Entropy(↓):  0.520895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about fight choreography
Start Entity:     fight choreography
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   fight choreography --[(INV) has_tags]--> War --[has_tags]--> fight choreography --[(INV) has_tags]--> War
Path (Raw):       fight choreography --[(INV) has_tags]--> War --[has_tags]--> fight choreography --[(INV) has_tags]--> War
Neg LogProb(↓):   0.006007
Path Entropy(↓):  0.047852
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by whitley strieber
Start Entity:     Whitley Strieber
Gold Answer:      [['Christopher Walken', 'David Bowie', 'Catherine Deneuve', 'Frances Sternhagen', 'Diane Venora', 'Gregory Hines', 'Edward James Olmos', 'Susan Sarandon', 'Albert Finney']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Whitley Strieber --[(INV) written_by]--> The Hunger --[starred_actors]--> Catherine Deneuve
Path (Raw):       Whitley Strieber --[No Operation]--> Whitley Strieber --[(INV) written_by]--> The Hunger --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.038388
Path Entropy(↓):  0.179556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by gerry swallow
Start Entity:     Gerry Swallow
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gerry Swallow --[(INV) written_by]--> Say It Isn't So --[has_genre]--> Comedy
Path (Raw):       Gerry Swallow --[No Operation]--> Gerry Swallow --[(INV) written_by]--> Say It Isn't So --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of brendan meyer
Start Entity:     Brendan Meyer
Gold Answer:      [['Dan Stevens', 'Maika Monroe']]
Predicted Ans:    Dan Stevens
Predicted Path:   Brendan Meyer --[(INV) starred_actors]--> The Guest --[starred_actors]--> Dan Stevens
Path (Raw):       Brendan Meyer --[No Operation]--> Brendan Meyer --[(INV) starred_actors]--> The Guest --[starred_actors]--> Dan Stevens
Neg LogProb(↓):   0.033512
Path Entropy(↓):  0.145460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie just friends
Start Entity:     Just Friends
Gold Answer:      [['Roger Kumble']]
Predicted Ans:    Roger Kumble
Predicted Path:   Just Friends --[directed_by]--> Roger Kumble --[(INV) directed_by]--> Furry Vengeance --[directed_by]--> Roger Kumble
Path (Raw):       Just Friends --[directed_by]--> Roger Kumble --[(INV) directed_by]--> Furry Vengeance --[directed_by]--> Roger Kumble
Neg LogProb(↓):   0.382126
Path Entropy(↓):  0.637421
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by fiona gordon
Start Entity:     Fiona Gordon
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Fiona Gordon --[(INV) directed_by]--> The Fairy --[in_language]--> French
Path (Raw):       Fiona Gordon --[No Operation]--> Fiona Gordon --[(INV) directed_by]--> The Fairy --[in_language]--> French
Neg LogProb(↓):   0.000982
Path Entropy(↓):  0.008473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does mean girls fall under
Start Entity:     Mean Girls
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mean Girls --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Mean Girls --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.307626
Path Entropy(↓):  4.274912
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with john wayne
Start Entity:     john wayne
Gold Answer:      [['The Searchers', 'The Sons of Katie Elder', 'Rio Lobo', 'Chisum', 'The Conqueror', 'The Green Berets', 'Rio Bravo', 'Stagecoach', 'Blood Alley', 'The Shootist', "Donovan's Reef", 'Red River', 'Riders of Destiny', 'Cast a Giant Shadow', 'The Man Who Shot Liberty Valance', 'El Dorado', 'Rooster Cogburn', 'Fort Apache', 'The Longest Day', 'Big Jake', 'The War Wagon', 'Sands of Iwo Jima', 'Hellfighters', 'The Cowboys', 'Angel and the Badman', 'Wake of the Red Witch', 'The Shadow of the Eagle', 'True Grit', 'The Quiet Man', "In Harm's Way", 'North to Alaska', 'Reap the Wild Wind', 'Hatari!', 'Hondo', 'The Alamo', 'McLintock!', 'She Wore a Yellow Ribbon', 'The Horse Soldiers']]
Predicted Ans:    Riders of Destiny
Predicted Path:   john wayne --[(INV) has_tags]--> Riders of Destiny --[has_tags]--> john wayne --[(INV) has_tags]--> Riders of Destiny
Path (Raw):       john wayne --[(INV) has_tags]--> Riders of Destiny --[has_tags]--> john wayne --[(INV) has_tags]--> Riders of Destiny
Neg LogProb(↓):   0.711455
Path Entropy(↓):  1.659435
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film true colors
Start Entity:     True Colors
Gold Answer:      [['1988', '1994']]
Predicted Ans:    1994
Predicted Path:   True Colors --[written_by]--> Kevin Wade --[(INV) written_by]--> Junior --[release_year]--> 1994
Path (Raw):       True Colors --[written_by]--> Kevin Wade --[(INV) written_by]--> Junior --[release_year]--> 1994
Neg LogProb(↓):   0.101391
Path Entropy(↓):  0.377903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of child's play
Start Entity:     Child's Play
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Child's Play --[written_by]--> Tom Holland --[(INV) written_by]--> Child's Play --[has_genre]--> Horror
Path (Raw):       Child's Play --[written_by]--> Tom Holland --[(INV) written_by]--> Child's Play --[has_genre]--> Horror
Neg LogProb(↓):   0.103540
Path Entropy(↓):  0.407622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by elise neal were directed by who
Start Entity:     Elise Neal
Gold Answer:      [['Eric Bross']]
Predicted Ans:    Eric Bross
Predicted Path:   Elise Neal --[(INV) starred_actors]--> Restaurant --[directed_by]--> Eric Bross
Path (Raw):       Elise Neal --[No Operation]--> Elise Neal --[(INV) starred_actors]--> Restaurant --[directed_by]--> Eric Bross
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by morgan freeman
Start Entity:     Morgan Freeman
Gold Answer:      [['Percy Mtwa']]
Predicted Ans:    Percy Mtwa
Predicted Path:   Morgan Freeman --[(INV) directed_by]--> Bopha! --[written_by]--> Percy Mtwa
Path (Raw):       Morgan Freeman --[No Operation]--> Morgan Freeman --[(INV) directed_by]--> Bopha! --[written_by]--> Percy Mtwa
Neg LogProb(↓):   0.216640
Path Entropy(↓):  0.555939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie the saragossa manuscript
Start Entity:     The Saragossa Manuscript
Gold Answer:      [['Jan Potocki']]
Predicted Ans:    Jan Potocki
Predicted Path:   The Saragossa Manuscript --[written_by]--> Jan Potocki --[(INV) written_by]--> The Saragossa Manuscript --[written_by]--> Jan Potocki
Path (Raw):       The Saragossa Manuscript --[written_by]--> Jan Potocki --[(INV) written_by]--> The Saragossa Manuscript --[written_by]--> Jan Potocki
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie dressed to kill were released in which years
Start Entity:     Dressed to Kill
Gold Answer:      [['1968', '1976', '1970', '1998', '2012', '1992', '1973', '2002', '1981', '1969', '1974', '1984', '2007']]
Predicted Ans:    2002
Predicted Path:   Dressed to Kill --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[release_year]--> 2002
Path (Raw):       Dressed to Kill --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[release_year]--> 2002
Neg LogProb(↓):   0.168858
Path Entropy(↓):  0.726742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did morgan freeman direct
Start Entity:     Morgan Freeman
Gold Answer:      [['Bopha!']]
Predicted Ans:    Bopha!
Predicted Path:   Morgan Freeman --[(INV) directed_by]--> Bopha! --[directed_by]--> Morgan Freeman --[(INV) directed_by]--> Bopha!
Path (Raw):       Morgan Freeman --[(INV) directed_by]--> Bopha! --[directed_by]--> Morgan Freeman --[(INV) directed_by]--> Bopha!
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a prayer for the dying also wrote which films
Start Entity:     A Prayer for the Dying
Gold Answer:      [['The Wrath of God', 'The Eagle Has Landed']]
Predicted Ans:    The Eagle Has Landed
Predicted Path:   A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed
Path (Raw):       A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[No Operation]--> The Eagle Has Landed
Neg LogProb(↓):   0.164549
Path Entropy(↓):  0.435203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor robert stadlober co - starred with who
Start Entity:     Robert Stadlober
Gold Answer:      [['Miriam Morgenstern', 'Kostja Ullmann']]
Predicted Ans:    Robert Stadlober
Predicted Path:   Robert Stadlober --[(INV) starred_actors]--> Summer Storm --[starred_actors]--> Robert Stadlober
Path (Raw):       Robert Stadlober --[No Operation]--> Robert Stadlober --[(INV) starred_actors]--> Summer Storm --[starred_actors]--> Robert Stadlober
Neg LogProb(↓):   0.029315
Path Entropy(↓):  0.141418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies directed by yannis smaragdis released
Start Entity:     Yannis Smaragdis
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Yannis Smaragdis --[(INV) directed_by]--> El Greco --[release_year]--> 2007
Path (Raw):       Yannis Smaragdis --[No Operation]--> Yannis Smaragdis --[(INV) directed_by]--> El Greco --[release_year]--> 2007
Neg LogProb(↓):   0.001346
Path Entropy(↓):  0.010235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by ed harris were in which genres
Start Entity:     Ed Harris
Gold Answer:      [['Western', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Ed Harris --[(INV) written_by]--> Appaloosa --[has_genre]--> Western
Path (Raw):       Ed Harris --[No Operation]--> Ed Harris --[(INV) written_by]--> Appaloosa --[has_genre]--> Western
Neg LogProb(↓):   0.366848
Path Entropy(↓):  0.617247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the a kid for two farthings director
Start Entity:     A Kid for Two Farthings
Gold Answer:      [['Tinto Brass', 'Eric Ambler', 'Gordon Wellesley', 'Jan de Hartog', 'Graham Greene', 'Frank Launder', 'Max Catto', "Liam O'Brien", 'Joseph Conrad', 'Charles Lederer', 'Charles Nordhoff', 'James Norman Hall', 'Peter Ustinov', 'Irving Stone', 'Sidney Gilliat']]
Predicted Ans:    Frank Launder
Predicted Path:   A Kid for Two Farthings --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[written_by]--> Frank Launder
Path (Raw):       A Kid for Two Farthings --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[written_by]--> Frank Launder
Neg LogProb(↓):   0.238122
Path Entropy(↓):  0.778356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film banana joe
Start Entity:     Banana Joe
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Banana Joe --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[written_by]--> Dario Argento
Path (Raw):       Banana Joe --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[written_by]--> Dario Argento
Neg LogProb(↓):   0.002562
Path Entropy(↓):  0.019990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bathing beauty were released in which years
Start Entity:     Bathing Beauty
Gold Answer:      [['1980', '1946', '1954', '1944', '1959', '1936', '1935', '1941', '1939', '1951', '1953', '1956', '1943', '1948', '1942', '1940', '1938', '2002', '1955', '1978', '2000', '1949', '1966', '1950', '1965', '1945', '1937', '1986', '1952', '1930']]
Predicted Ans:    1978
Predicted Path:   Bathing Beauty --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       Bathing Beauty --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   1.481384
Path Entropy(↓):  2.414282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for texasville
Start Entity:     Texasville
Gold Answer:      [['Peter Bogdanovich']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Texasville --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> Nickelodeon --[directed_by]--> Peter Bogdanovich
Path (Raw):       Texasville --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> Nickelodeon --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.228036
Path Entropy(↓):  0.532408
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by yvonne de bray released
Start Entity:     Yvonne de Bray
Gold Answer:      [['1958', '1949']]
Predicted Ans:    1949
Predicted Path:   Yvonne de Bray --[(INV) starred_actors]--> Gigi --[release_year]--> 1949
Path (Raw):       Yvonne de Bray --[No Operation]--> Yvonne de Bray --[(INV) starred_actors]--> Gigi --[release_year]--> 1949
Neg LogProb(↓):   0.113620
Path Entropy(↓):  0.341050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the last wave director
Start Entity:     The Last Wave
Gold Answer:      [['Drama', 'War', 'Mystery', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Last Wave --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[has_genre]--> Drama
Path (Raw):       The Last Wave --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[has_genre]--> Drama
Neg LogProb(↓):   0.008966
Path Entropy(↓):  0.061354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie paris when it sizzles are written by who
Start Entity:     Paris When It Sizzles
Gold Answer:      [['Thornton Wilder', 'Harry Chandlee', 'Frank Craven', 'Garson Kanin', 'Barbara Benedek', 'Jan de Hartog', 'Blaine Novak', 'Richard Martin Stern', 'Thomas N. Scortia', 'Frank M. Robinson', 'Jo Heims', 'Claude Anet', 'Paddy Chayefsky', 'James Goldman', 'Ian McLellan Hunter', 'Warren Duff', 'Frederic Raphael', 'Ernest Lehman', 'Peter Bogdanovich', 'Albert Mannheimer', 'Blake Edwards', 'Clifford Odets', 'Michael Keon', 'Richard Mason', 'Billy Wilder', 'Pierre Boulle', 'F. Hugh Herbert', 'John Patrick', 'Han Suyin', 'Edwin Blum', 'King Vidor', 'Donald Bevan', 'Robert Carrington', 'Truman Capote', 'Paul Osborn', 'Stirling Silliphant', 'I.A.L. Diamond', 'Daniel Taradash', 'Lewis E. Lawes', 'Frederick Knott', 'Samuel A. Taylor', 'John Dighton', 'John Michael Hayes', 'Peter Stone', 'Jonathan Finn', 'Alan Le May', 'Kathryn Hulme', 'Dalton Trumbo', 'Lillian Hellman', 'Leo McCarey', 'William Inge', 'Leonard Gershe', 'Leo Tolstoy', 'Douglas McGrath', 'Tinto Brass', 'George Seaton', 'Alexander Klein', 'Cameron Hawley', 'Walon Green', 'Roy N. Sickner', 'Marc Behm', 'Sam Peckinpah', 'Courtney Ryley Cooper', 'David Rayfiel', 'Edmund Trzcinski', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair']]
Predicted Ans:    Billy Wilder
Predicted Path:   Paris When It Sizzles --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Love in the Afternoon --[written_by]--> Billy Wilder
Path (Raw):       Paris When It Sizzles --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Love in the Afternoon --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.842717
Path Entropy(↓):  1.955205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed so big!
Start Entity:     So Big!
Gold Answer:      [['Ray Milland', 'Donald Cook', 'Judy Garland', 'Ben Lyon', 'Henry Fonda', 'Claire Trevor', 'Edward Woods', 'James Stewart', 'Gary Cooper', 'John Hodiak', 'Ginger Rogers', 'Phil Harris', 'Janet Gaynor', 'May Robson', 'Wallace Beery', 'Anthony Quinn', 'Barbara Stanwyck', 'Adolphe Menjou', 'Jack Oakie', 'Grant Mitchell', 'Frances Starr', 'Robert Mitchum', 'Fredric March', 'Leo Carrillo', 'Dana Andrews', 'Charlton Heston', "Michael O'Shea", 'Iris Adrian', 'Laraine Day', 'Michèle Mercier', 'Richard Arlen', 'Brian Donlevy', 'Charles Winninger', 'Mary Beth Hughes', 'Walter Connolly', 'Sidney Poitier', 'Kris Kristofferson', 'Carole Lombard', 'George Eastman', 'Robert Stack', 'Joan Blondell', 'Raimund Harmstorf', 'Teresa Wright', 'Walter Huston', 'Edward G. Robinson', 'John Wayne', 'James Cagney', 'Walter Brennan', 'Robert Taylor', 'John McIntire', 'Denise Darcel', 'Ruth Chatterton', 'Loretta Young', 'Clara Bow', 'Clark Gable', 'Jean Harlow', 'Fay Wray', 'George Montgomery', 'Robert Preston', 'Jane Wyman', 'James Mason', 'Barbra Streisand']]
Predicted Ans:    Henry Fonda
Predicted Path:   So Big! --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident --[starred_actors]--> Henry Fonda
Path (Raw):       So Big! --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   1.157008
Path Entropy(↓):  1.612229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with i married a witch fall under
Start Entity:     I Married a Witch
Gold Answer:      [['Musical', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Mystery']]
Predicted Ans:    Short
Predicted Path:   I Married a Witch --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[has_genre]--> Short
Path (Raw):       I Married a Witch --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[has_genre]--> Short
Neg LogProb(↓):   0.103677
Path Entropy(↓):  0.422726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by assaf bernstein release
Start Entity:     Assaf Bernstein
Gold Answer:      [['1999', '2010', '2007']]
Predicted Ans:    2010
Predicted Path:   Assaf Bernstein --[(INV) directed_by]--> The Debt --[release_year]--> 2010
Path (Raw):       Assaf Bernstein --[No Operation]--> Assaf Bernstein --[(INV) directed_by]--> The Debt --[release_year]--> 2010
Neg LogProb(↓):   0.592049
Path Entropy(↓):  1.260518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the as it is in heaven director release
Start Entity:     As It Is in Heaven
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   As It Is in Heaven --[directed_by]--> Kay Pollak --[(INV) directed_by]--> Children's Island --[release_year]--> 1980
Path (Raw):       As It Is in Heaven --[directed_by]--> Kay Pollak --[(INV) directed_by]--> Children's Island --[release_year]--> 1980
Neg LogProb(↓):   0.049058
Path Entropy(↓):  0.192209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by leslie brooks
Start Entity:     Leslie Brooks
Gold Answer:      [['Whitman Chambers']]
Predicted Ans:    Whitman Chambers
Predicted Path:   Leslie Brooks --[(INV) starred_actors]--> Blonde Ice --[written_by]--> Whitman Chambers
Path (Raw):       Leslie Brooks --[No Operation]--> Leslie Brooks --[(INV) starred_actors]--> Blonde Ice --[written_by]--> Whitman Chambers
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor suzanne snyder acted together with who
Start Entity:     Suzanne Snyder
Gold Answer:      [['Grant Cramer']]
Predicted Ans:    Suzanne Snyder
Predicted Path:   Suzanne Snyder --[(INV) starred_actors]--> Killer Klowns from Outer Space --[starred_actors]--> Suzanne Snyder
Path (Raw):       Suzanne Snyder --[No Operation]--> Suzanne Snyder --[(INV) starred_actors]--> Killer Klowns from Outer Space --[starred_actors]--> Suzanne Snyder
Neg LogProb(↓):   0.000161
Path Entropy(↓):  0.001563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film separation city were in which genres
Start Entity:     Separation City
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Separation City --[starred_actors]--> Rhona Mitra --[(INV) starred_actors]--> Get Carter --[has_genre]--> Thriller
Path (Raw):       Separation City --[starred_actors]--> Rhona Mitra --[(INV) starred_actors]--> Get Carter --[has_genre]--> Thriller
Neg LogProb(↓):   0.440620
Path Entropy(↓):  1.386676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of rising sun were directed by who
Start Entity:     Rising Sun
Gold Answer:      [['Philip Kaufman', 'Robert Wise', 'Blake Edwards', 'Barry Levinson', 'Jan de Bont', 'Richard Donner', 'John McTiernan', 'Clint Eastwood', 'Frank Marshall', 'Michael Crichton', 'Cordell Barker', 'Joe Johnston', 'Mike Hodges', 'Steven Spielberg']]
Predicted Ans:    Philip Kaufman
Predicted Path:   Rising Sun --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Path (Raw):       Rising Sun --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Neg LogProb(↓):   0.629901
Path Entropy(↓):  1.238070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by monica maughan released
Start Entity:     Monica Maughan
Gold Answer:      [['1994', '2002']]
Predicted Ans:    2002
Predicted Path:   Monica Maughan --[(INV) starred_actors]--> Crackerjack --[release_year]--> 2002
Path (Raw):       Monica Maughan --[No Operation]--> Monica Maughan --[(INV) starred_actors]--> Crackerjack --[release_year]--> 2002
Neg LogProb(↓):   0.427682
Path Entropy(↓):  0.646188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film ender's game
Start Entity:     Ender's Game
Gold Answer:      [['Wayne Kramer', 'Ron Shelton', 'Wolfgang Petersen', 'Mike Nichols', 'Ivan Reitman', 'Martin Scorsese', 'Vincenzo Natali', 'Roman Polanski', 'Gore Verbinski', 'Brian Helgeland', 'Billy Wilder', 'Henry Hathaway', 'Mark Levin', 'Richard Loncraine', 'Robert Aldrich', 'Jennifer Flackett', 'John Ford', 'Ruben Fleischer', 'David M. Rosenthal', 'Ridley Scott', 'Andrew Davis', 'Phillip Noyce', 'Scott Hicks', 'Valerie Faris', 'Peter Weir', 'Jonathan Dayton', 'Robert Luketic', 'Wayne Thornley', 'Steven Spielberg', 'Guy Hamilton', 'McG', 'Brad Anderson', 'Sydney Pollack', 'Stanley M. Brooks', 'M. Night Shyamalan', 'Patrick Hughes', 'Robert Pulcini', 'Shari Springer Berman', 'Alan J. Pakula', 'Nick Cassavetes']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Ender's Game --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Path (Raw):       Ender's Game --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.936166
Path Entropy(↓):  2.407600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film burnt offerings
Start Entity:     Burnt Offerings
Gold Answer:      [['1998', '1970', '1975', '1971', '2005', '1996', '1973', '1999']]
Predicted Ans:    1996
Predicted Path:   Burnt Offerings --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Trilogy of Terror II --[release_year]--> 1996
Path (Raw):       Burnt Offerings --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Trilogy of Terror II --[release_year]--> 1996
Neg LogProb(↓):   1.045195
Path Entropy(↓):  1.382257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director john r. leonetti
Start Entity:     John R. Leonetti
Gold Answer:      [['Annabelle Wallis', 'Ward Horton', 'Dustin Milligan', 'Eric Lively', 'Gina Holden', 'Erica Durance']]
Predicted Ans:    Annabelle Wallis
Predicted Path:   John R. Leonetti --[(INV) directed_by]--> Annabelle --[starred_actors]--> Annabelle Wallis
Path (Raw):       John R. Leonetti --[No Operation]--> John R. Leonetti --[(INV) directed_by]--> Annabelle --[starred_actors]--> Annabelle Wallis
Neg LogProb(↓):   0.056220
Path Entropy(↓):  0.233706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by jonathan thies
Start Entity:     Jonathan Thies
Gold Answer:      [['David Kendall', 'David Caesar']]
Predicted Ans:    David Caesar
Predicted Path:   Jonathan Thies --[(INV) written_by]--> Dirty Deeds --[directed_by]--> David Caesar
Path (Raw):       Jonathan Thies --[No Operation]--> Jonathan Thies --[(INV) written_by]--> Dirty Deeds --[directed_by]--> David Caesar
Neg LogProb(↓):   0.013422
Path Entropy(↓):  0.070804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of billy jack
Start Entity:     Billy Jack
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Billy Jack --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Billy Jack --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.258661
Path Entropy(↓):  4.588888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the general's daughter
Start Entity:     The General's Daughter
Gold Answer:      [['Jason Statham', 'Charles Bronson', 'Dolph Lundgren', 'Michael Angarano', 'Sylvester Stallone', 'Jet Li', 'Colm Meaney']]
Predicted Ans:    John Travolta
Predicted Path:   The General's Daughter --[directed_by]--> Simon West --[(INV) directed_by]--> The General's Daughter --[starred_actors]--> John Travolta
Path (Raw):       The General's Daughter --[directed_by]--> Simon West --[(INV) directed_by]--> The General's Daughter --[starred_actors]--> John Travolta
Neg LogProb(↓):   0.473280
Path Entropy(↓):  0.669359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the movie savannah
Start Entity:     Savannah
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Savannah --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Savannah --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   2.694931
Path Entropy(↓):  4.020642
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of bridget jones's diary
Start Entity:     Bridget Jones's Diary
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Bridget Jones's Diary --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Bridget Jones's Diary --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.802765
Path Entropy(↓):  4.306203
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did billy samoa saleebey write
Start Entity:     Billy Samoa Saleebey
Gold Answer:      [['Rolling']]
Predicted Ans:    Rolling
Predicted Path:   Billy Samoa Saleebey --[(INV) written_by]--> Rolling --[written_by]--> Billy Samoa Saleebey --[(INV) written_by]--> Rolling
Path (Raw):       Billy Samoa Saleebey --[(INV) written_by]--> Rolling --[written_by]--> Billy Samoa Saleebey --[(INV) written_by]--> Rolling
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of powder blue also wrote which films
Start Entity:     Powder Blue
Gold Answer:      [['Green Dragon']]
Predicted Ans:    Green Dragon
Predicted Path:   Powder Blue --[written_by]--> Timothy Linh Bui --[(INV) written_by]--> Green Dragon
Path (Raw):       Powder Blue --[written_by]--> Timothy Linh Bui --[(INV) written_by]--> Green Dragon --[No Operation]--> Green Dragon
Neg LogProb(↓):   0.128222
Path Entropy(↓):  0.367607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of a sunday in the country
Start Entity:     A Sunday in the Country
Gold Answer:      [['1976', '1980', '1989', '2010', '1999', '2002']]
Predicted Ans:    2010
Predicted Path:   A Sunday in the Country --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[release_year]--> 2010
Path (Raw):       A Sunday in the Country --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[release_year]--> 2010
Neg LogProb(↓):   0.474090
Path Entropy(↓):  1.258213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of true confessions
Start Entity:     True Confessions
Gold Answer:      [['Jerry Schatzberg']]
Predicted Ans:    Ulu Grosbard
Predicted Path:   True Confessions --[written_by]--> Joan Didion --[(INV) written_by]--> True Confessions --[directed_by]--> Ulu Grosbard
Path (Raw):       True Confessions --[written_by]--> Joan Didion --[(INV) written_by]--> True Confessions --[directed_by]--> Ulu Grosbard
Neg LogProb(↓):   0.231204
Path Entropy(↓):  0.666128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by the mexican actors
Start Entity:     The Mexican
Gold Answer:      [['Christopher Hampton', 'Fritz Lang', 'Ryan Murphy', 'Norman Maclean', 'Josann McGibbon', 'Sara Parriott', 'Damon Lindelof', 'Max Brooks', 'Ron Hansen', 'Alan J. Pakula', 'Quentin Tarantino', 'George Crile', 'Peter Tolan', 'Ethan Coen', 'Brian Helgeland', 'Jim Uhls', 'Charles Shyer', 'Matthew Michael Carnahan', 'F. Scott Fitzgerald', 'Jim Harrison', 'Heinrich Harrer', 'Valerie Martin', 'Callie Khouri', 'Roy Huggins', 'Marti Leimbach', 'James V. Hart', 'Malia Scotch Marmo', 'Michael Lewis', 'Nancy Meyers', 'Eric Roth', 'John Grisham', 'George V. Higgins', 'Steven Zaillian', 'Elizabeth Gilbert', 'Richard Friedenberg', 'Robin Swicord', 'Drew Goddard', 'Chuck Palahniuk', 'Richard Curtis', 'Billy Crystal', 'Tom DiCillo', 'Tony Gilroy', 'Andrew Dominik', 'Lawrence Konner', 'Mark Rosenthal', 'Susannah Grant', 'David Ayer', 'Nancy Price', 'Patrick Marber', 'Aaron Sorkin', 'Terrence Malick', 'Bartlett Cormack', 'John A. Davis', 'John Nickle', 'Norman Krasna', 'Nick Castle', 'Michael Grais', 'Mark Victor', 'J. Michael Straczynski']]
Predicted Ans:    Terrence Malick
Predicted Path:   The Mexican --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       The Mexican --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.198765
Path Entropy(↓):  0.700013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by brian dennehy in
Start Entity:     Brian Dennehy
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[in_language]--> French
Path (Raw):       Brian Dennehy --[No Operation]--> Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[in_language]--> French
Neg LogProb(↓):   0.000883
Path Entropy(↓):  0.007352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the eye of the storm
Start Entity:     The Eye of the Storm
Gold Answer:      [['The Tailor of Panama', 'Lantana', 'Zardoz', 'Elizabeth', '$9.99', 'Quills', 'D.O.A.', 'Stardust Memories', 'The Mill and the Cross', 'The Best Offer', 'Lemming', 'Shine', 'Orca', 'Aberdeen', 'The Banger Sisters', 'Candy', 'Georgy Girl', 'House on Haunted Hill', 'The Night Porter', "The Warrior's Way", 'Swimming Pool', 'Intolerable Cruelty', 'Cleanskin', 'The Life and Death of Peter Sellers', 'The Verdict', 'Farewell, My Lovely']]
Predicted Ans:    The Life and Death of Peter Sellers
Predicted Path:   The Eye of the Storm --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers
Path (Raw):       The Eye of the Storm --[starred_actors]--> Geoffrey Rush --[No Operation]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers
Neg LogProb(↓):   0.776329
Path Entropy(↓):  1.732216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the president's man actors
Start Entity:     The President's Man
Gold Answer:      [['J. Lee Thompson', 'Andrew Davis', 'Eric Karson', 'Joseph Zito', 'Steve Carver', 'William Tannen', 'Menahem Golan', 'Paul Aaron', 'Aaron Norris', 'Michael Miller']]
Predicted Ans:    Paul Aaron
Predicted Path:   The President's Man --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> A Force of One --[directed_by]--> Paul Aaron
Path (Raw):       The President's Man --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> A Force of One --[directed_by]--> Paul Aaron
Neg LogProb(↓):   0.313899
Path Entropy(↓):  0.934581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of celebrity starred who
Start Entity:     Celebrity
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Celebrity --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Celebrity --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.722586
Path Entropy(↓):  2.146863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by johnny whitaker in
Start Entity:     Johnny Whitaker
Gold Answer:      [['Drama', 'Adventure', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Johnny Whitaker --[(INV) starred_actors]--> Napoleon and Samantha --[has_genre]--> Drama
Path (Raw):       Johnny Whitaker --[No Operation]--> Johnny Whitaker --[(INV) starred_actors]--> Napoleon and Samantha --[has_genre]--> Drama
Neg LogProb(↓):   0.033882
Path Entropy(↓):  0.157503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed the return of ringo
Start Entity:     The Return of Ringo
Gold Answer:      [['Duccio Tessari']]
Predicted Ans:    Duccio Tessari
Predicted Path:   The Return of Ringo --[directed_by]--> Duccio Tessari --[(INV) directed_by]--> Zorro --[directed_by]--> Duccio Tessari
Path (Raw):       The Return of Ringo --[directed_by]--> Duccio Tessari --[(INV) directed_by]--> Zorro --[directed_by]--> Duccio Tessari
Neg LogProb(↓):   0.693692
Path Entropy(↓):  1.033517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by ondine actors
Start Entity:     Ondine
Gold Answer:      [['English', 'Polish', 'Kurdish']]
Predicted Ans:    English
Predicted Path:   Ondine --[starred_actors]--> Colin Farrell --[(INV) starred_actors]--> The New World --[in_language]--> English
Path (Raw):       Ondine --[starred_actors]--> Colin Farrell --[(INV) starred_actors]--> The New World --[in_language]--> English
Neg LogProb(↓):   0.080852
Path Entropy(↓):  0.275029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was peter sattler the writer of
Start Entity:     Peter Sattler
Gold Answer:      [['Camp X-Ray']]
Predicted Ans:    Camp X-Ray
Predicted Path:   Peter Sattler --[(INV) written_by]--> Camp X-Ray --[written_by]--> Peter Sattler --[(INV) written_by]--> Camp X-Ray
Path (Raw):       Peter Sattler --[(INV) written_by]--> Camp X-Ray --[written_by]--> Peter Sattler --[(INV) written_by]--> Camp X-Ray
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in lisztomania
Start Entity:     Lisztomania
Gold Answer:      [['Ringo Starr', 'Roger Daltrey']]
Predicted Ans:    Roger Daltrey
Predicted Path:   Lisztomania --[starred_actors]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[starred_actors]--> Roger Daltrey
Path (Raw):       Lisztomania --[starred_actors]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[starred_actors]--> Roger Daltrey
Neg LogProb(↓):   0.413370
Path Entropy(↓):  0.867446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor frank vincent starred together with who
Start Entity:     Frank Vincent
Gold Answer:      [['Cathy Moriarty', 'Robert De Niro', 'Joe Pesci']]
Predicted Ans:    Robert De Niro
Predicted Path:   Frank Vincent --[(INV) starred_actors]--> Raging Bull --[starred_actors]--> Robert De Niro
Path (Raw):       Frank Vincent --[No Operation]--> Frank Vincent --[(INV) starred_actors]--> Raging Bull --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.365026
Path Entropy(↓):  0.616859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the austin powers in goldmember director
Start Entity:     Austin Powers in Goldmember
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Austin Powers in Goldmember --[directed_by]--> Jay Roach --[(INV) directed_by]--> Meet the Parents --[has_genre]--> Comedy
Path (Raw):       Austin Powers in Goldmember --[directed_by]--> Jay Roach --[(INV) directed_by]--> Meet the Parents --[has_genre]--> Comedy
Neg LogProb(↓):   0.218098
Path Entropy(↓):  0.588981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by aamir khan release
Start Entity:     Aamir Khan
Gold Answer:      [['1997', '2009', '2001', '2008', '2006', '2014']]
Predicted Ans:    2009
Predicted Path:   Aamir Khan --[(INV) starred_actors]--> 3 Idiots --[release_year]--> 2009
Path (Raw):       Aamir Khan --[No Operation]--> Aamir Khan --[(INV) starred_actors]--> 3 Idiots --[release_year]--> 2009
Neg LogProb(↓):   0.816445
Path Entropy(↓):  1.103516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of hannibal rising
Start Entity:     Hannibal Rising
Gold Answer:      [['Tom Wilkinson', 'Matthew Fox', 'Scarlett Johansson', 'Colin Firth', 'Judy Parfitt', 'Tommy Lee Jones']]
Predicted Ans:    Gaspard Ulliel
Predicted Path:   Hannibal Rising --[directed_by]--> Peter Webber --[(INV) directed_by]--> Hannibal Rising --[starred_actors]--> Gaspard Ulliel
Path (Raw):       Hannibal Rising --[directed_by]--> Peter Webber --[(INV) directed_by]--> Hannibal Rising --[starred_actors]--> Gaspard Ulliel
Neg LogProb(↓):   0.000860
Path Entropy(↓):  0.007331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films starred by we're not dressing actors
Start Entity:     We're Not Dressing
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Mystery', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   We're Not Dressing --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> Going Hollywood --[has_genre]--> Musical
Path (Raw):       We're Not Dressing --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> Going Hollywood --[has_genre]--> Musical
Neg LogProb(↓):   0.600525
Path Entropy(↓):  1.509103
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote mighty joe young
Start Entity:     Mighty Joe Young
Gold Answer:      [['Fantasy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Mighty Joe Young --[written_by]--> Ruth Rose --[(INV) written_by]--> King Kong --[has_genre]--> Adventure
Path (Raw):       Mighty Joe Young --[written_by]--> Ruth Rose --[(INV) written_by]--> King Kong --[has_genre]--> Adventure
Neg LogProb(↓):   2.587855
Path Entropy(↓):  2.848813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the unknown woman
Start Entity:     The Unknown Woman
Gold Answer:      [['Giuseppe Tornatore']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   The Unknown Woman --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Path (Raw):       The Unknown Woman --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Neg LogProb(↓):   0.002257
Path Entropy(↓):  0.017351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the return of frank james were in which genres
Start Entity:     The Return of Frank James
Gold Answer:      [['Drama', 'Musical', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   The Return of Frank James --[written_by]--> Sam Hellman --[(INV) written_by]--> The Return of Frank James --[has_genre]--> Western
Path (Raw):       The Return of Frank James --[written_by]--> Sam Hellman --[(INV) written_by]--> The Return of Frank James --[has_genre]--> Western
Neg LogProb(↓):   0.300546
Path Entropy(↓):  0.898576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what the big boss is about
Start Entity:     The Big Boss
Gold Answer:      [['bruce lee', 'martial arts']]
Predicted Ans:    bruce lee
Predicted Path:   The Big Boss --[has_tags]--> bruce lee --[(INV) has_tags]--> I Am Bruce Lee --[has_tags]--> bruce lee
Path (Raw):       The Big Boss --[has_tags]--> bruce lee --[(INV) has_tags]--> I Am Bruce Lee --[has_tags]--> bruce lee
Neg LogProb(↓):   0.948419
Path Entropy(↓):  1.553381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by nils malmros
Start Entity:     Nils Malmros
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Nils Malmros --[(INV) directed_by]--> Tree of Knowledge --[in_language]--> Danish
Path (Raw):       Nils Malmros --[No Operation]--> Nils Malmros --[(INV) directed_by]--> Tree of Knowledge --[in_language]--> Danish
Neg LogProb(↓):   0.127928
Path Entropy(↓):  0.367091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with get smart
Start Entity:     Get Smart
Gold Answer:      [['Young Frankenstein', 'Blazing Saddles', 'Spaceballs', 'To Die For', 'Catch-22', 'The Producers', 'Candy', 'The Graduate', 'Life Stinks', 'High Anxiety', 'Protocol', 'The Day of the Dolphin', 'The Twelve Chairs', "What's Up, Doc?", 'First Family']]
Predicted Ans:    Blazing Saddles
Predicted Path:   Get Smart --[written_by]--> Mel Brooks --[(INV) written_by]--> Blazing Saddles
Path (Raw):       Get Smart --[written_by]--> Mel Brooks --[(INV) written_by]--> Blazing Saddles --[No Operation]--> Blazing Saddles
Neg LogProb(↓):   0.032503
Path Entropy(↓):  0.187786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of joel mchale
Start Entity:     Joel McHale
Gold Answer:      [['Seth MacFarlane', 'Mike Epps', 'Mark Wahlberg', 'Mila Kunis']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Joel McHale --[(INV) starred_actors]--> Ted --[starred_actors]--> Mark Wahlberg
Path (Raw):       Joel McHale --[No Operation]--> Joel McHale --[(INV) starred_actors]--> Ted --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.145908
Path Entropy(↓):  0.398140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of venus
Start Entity:     Venus
Gold Answer:      [['Rachel McAdams', 'Samantha Morton', 'Adolphe Menjou', 'Rhys Ifans', 'Laura Linney', 'Julia Roberts', 'Samuel L. Jackson', 'Ben Affleck', 'Sally Hawkins', 'Hugh Grant', 'Amanda Root', 'Katharine Hepburn', 'Bill Murray', 'Ciarán Hinds', 'Daniel Craig']]
Predicted Ans:    Peter O'Toole
Predicted Path:   Venus --[directed_by]--> Roger Michell --[(INV) directed_by]--> Venus --[starred_actors]--> Peter O'Toole
Path (Raw):       Venus --[directed_by]--> Roger Michell --[(INV) directed_by]--> Venus --[starred_actors]--> Peter O'Toole
Neg LogProb(↓):   0.060970
Path Entropy(↓):  0.293227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did owen wister write
Start Entity:     Owen Wister
Gold Answer:      [['The Virginian']]
Predicted Ans:    The Virginian
Predicted Path:   Owen Wister --[(INV) written_by]--> The Virginian --[written_by]--> Owen Wister --[(INV) written_by]--> The Virginian
Path (Raw):       Owen Wister --[(INV) written_by]--> The Virginian --[written_by]--> Owen Wister --[(INV) written_by]--> The Virginian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by linda hamilton
Start Entity:     Linda Hamilton
Gold Answer:      [['Holly Goldberg Sloan', 'Gale Anne Hurd', 'John Carpenter', 'Donald P. Borchers', 'Stephen King', 'George Goldsmith', 'James Cameron']]
Predicted Ans:    James Cameron
Predicted Path:   Linda Hamilton --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Path (Raw):       Linda Hamilton --[No Operation]--> Linda Hamilton --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Neg LogProb(↓):   0.021121
Path Entropy(↓):  0.103635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by elizabeth hartman
Start Entity:     Elizabeth Hartman
Gold Answer:      [['Don Bluth', 'Sidney Lumet', 'Francis Ford Coppola', 'Guy Green']]
Predicted Ans:    Guy Green
Predicted Path:   Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue --[directed_by]--> Guy Green
Path (Raw):       Elizabeth Hartman --[No Operation]--> Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue --[directed_by]--> Guy Green
Neg LogProb(↓):   0.005159
Path Entropy(↓):  0.034910
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does mac davis star in
Start Entity:     Mac Davis
Gold Answer:      [['North Dallas Forty', 'The Sting II']]
Predicted Ans:    The Beautiful Country
Predicted Path:   Mac Davis --[(INV) starred_actors]--> North Dallas Forty --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Beautiful Country
Path (Raw):       Mac Davis --[(INV) starred_actors]--> North Dallas Forty --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Beautiful Country
Neg LogProb(↓):   0.582082
Path Entropy(↓):  1.424437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of bernard and doris
Start Entity:     Bernard and Doris
Gold Answer:      [['1989', '1993']]
Predicted Ans:    1989
Predicted Path:   Bernard and Doris --[directed_by]--> Bob Balaban --[(INV) directed_by]--> Parents --[release_year]--> 1989
Path (Raw):       Bernard and Doris --[directed_by]--> Bob Balaban --[(INV) directed_by]--> Parents --[release_year]--> 1989
Neg LogProb(↓):   0.105595
Path Entropy(↓):  0.380391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the supergirl director
Start Entity:     Supergirl
Gold Answer:      [['Michael Barak', 'Richard Matheson', 'Robert Harris', 'Tracy Letts', 'William Castle', 'Tom Stoppard', 'Thomas Page', 'Peter Benchley']]
Predicted Ans:    Tom Stoppard
Predicted Path:   Supergirl --[directed_by]--> Jeannot Szwarc --[(INV) directed_by]--> Enigma --[written_by]--> Tom Stoppard
Path (Raw):       Supergirl --[directed_by]--> Jeannot Szwarc --[(INV) directed_by]--> Enigma --[written_by]--> Tom Stoppard
Neg LogProb(↓):   0.028979
Path Entropy(↓):  0.165545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie a song to remember released
Start Entity:     A Song to Remember
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   A Song to Remember --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Path (Raw):       A Song to Remember --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Neg LogProb(↓):   2.238703
Path Entropy(↓):  3.268103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote bel ami
Start Entity:     Bel Ami
Gold Answer:      [['Max Ophüls', 'Reginald Le Borg']]
Predicted Ans:    Reginald Le Borg
Predicted Path:   Bel Ami --[written_by]--> Guy de Maupassant --[(INV) written_by]--> Diary of a Madman --[directed_by]--> Reginald Le Borg
Path (Raw):       Bel Ami --[written_by]--> Guy de Maupassant --[(INV) written_by]--> Diary of a Madman --[directed_by]--> Reginald Le Borg
Neg LogProb(↓):   0.957354
Path Entropy(↓):  1.084109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by whitman chambers
Start Entity:     Whitman Chambers
Gold Answer:      [['Jack Bernhard']]
Predicted Ans:    Jack Bernhard
Predicted Path:   Whitman Chambers --[(INV) written_by]--> Blonde Ice --[directed_by]--> Jack Bernhard
Path (Raw):       Whitman Chambers --[No Operation]--> Whitman Chambers --[(INV) written_by]--> Blonde Ice --[directed_by]--> Jack Bernhard
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the reluctant astronaut
Start Entity:     The Reluctant Astronaut
Gold Answer:      [['Romy Schneider', 'Don Knotts', 'Dorothy Provine', 'Jack Lemmon']]
Predicted Ans:    Don Knotts
Predicted Path:   The Reluctant Astronaut --[written_by]--> Everett Greenbaum --[(INV) written_by]--> The Reluctant Astronaut --[starred_actors]--> Don Knotts
Path (Raw):       The Reluctant Astronaut --[written_by]--> Everett Greenbaum --[(INV) written_by]--> The Reluctant Astronaut --[starred_actors]--> Don Knotts
Neg LogProb(↓):   0.047170
Path Entropy(↓):  0.196315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the girl he left behind
Start Entity:     The Girl He Left Behind
Gold Answer:      [['1983', '1962', '1963', '1964', '1966', '1960', '1959', '2006', '1965', '1979', '1981', '1961', '1952', '1958', '1956']]
Predicted Ans:    1958
Predicted Path:   The Girl He Left Behind --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[release_year]--> 1958
Path (Raw):       The Girl He Left Behind --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[release_year]--> 1958
Neg LogProb(↓):   0.008093
Path Entropy(↓):  0.051943
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the jewel of the nile
Start Entity:     The Jewel of the Nile
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Adventure
Predicted Path:   The Jewel of the Nile --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       The Jewel of the Nile --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   3.335478
Path Entropy(↓):  3.269431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the letter in a few words
Start Entity:     The Letter
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Letter --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Letter --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.421247
Path Entropy(↓):  0.749874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by justin lader were released in which years
Start Entity:     Justin Lader
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Justin Lader --[(INV) written_by]--> The One I Love --[release_year]--> 2014
Path (Raw):       Justin Lader --[No Operation]--> Justin Lader --[(INV) written_by]--> The One I Love --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by herman raucher fall under
Start Entity:     Herman Raucher
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[has_genre]--> Drama
Path (Raw):       Herman Raucher --[No Operation]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[has_genre]--> Drama
Neg LogProb(↓):   0.003613
Path Entropy(↓):  0.027879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by fire over england actors
Start Entity:     Fire Over England
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Horror', 'History', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Fire Over England --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> A Little Romance --[has_genre]--> Comedy
Path (Raw):       Fire Over England --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> A Little Romance --[has_genre]--> Comedy
Neg LogProb(↓):   0.464180
Path Entropy(↓):  0.919864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by red desert actors
Start Entity:     Red Desert
Gold Answer:      [['Sioux', 'English', 'French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Red Desert --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       Red Desert --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.000561
Path Entropy(↓):  0.005404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in jeff vintar written films
Start Entity:     Jeff Vintar
Gold Answer:      [['German']]
Predicted Ans:    asimov
Predicted Path:   Jeff Vintar --[(INV) written_by]--> I, Robot --[has_tags]--> asimov
Path (Raw):       Jeff Vintar --[No Operation]--> Jeff Vintar --[(INV) written_by]--> I, Robot --[has_tags]--> asimov
Neg LogProb(↓):   0.007504
Path Entropy(↓):  0.046967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie the train robbers, when was it released
Start Entity:     The Train Robbers
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   The Train Robbers --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Path (Raw):       The Train Robbers --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Neg LogProb(↓):   2.507218
Path Entropy(↓):  3.949326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with police fall under
Start Entity:     Police
Gold Answer:      [['Romance', 'Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Police --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Path (Raw):       Police --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Neg LogProb(↓):   0.587915
Path Entropy(↓):  1.493652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by will forte released
Start Entity:     Will Forte
Gold Answer:      [['2013', '2010', '2007']]
Predicted Ans:    2013
Predicted Path:   Will Forte --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs 2 --[release_year]--> 2013
Path (Raw):       Will Forte --[No Operation]--> Will Forte --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs 2 --[release_year]--> 2013
Neg LogProb(↓):   0.023435
Path Entropy(↓):  0.117531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the forgotten woman starred who
Start Entity:     The Forgotten Woman
Gold Answer:      [['Emma Suárez', 'Sarala Kariyawasam', 'Don McKellar', 'Rahul Khanna', 'Patrick Stewart', 'Carmelo Gómez', 'Lisa Ray', 'Seema Biswas', 'Shriya Saran', 'James Earl Jones', 'Anupam Kher']]
Predicted Ans:    Lisa Ray
Predicted Path:   The Forgotten Woman --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[starred_actors]--> Lisa Ray
Path (Raw):       The Forgotten Woman --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[starred_actors]--> Lisa Ray
Neg LogProb(↓):   0.018410
Path Entropy(↓):  0.103833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of clockers starred who
Start Entity:     Clockers
Gold Answer:      [['Jennifer Esposito', 'Gene Tierney', 'Tom Cruise', 'Tommy Redmond Hicks', 'Tracy Camilla Johns', 'Denzel Washington', 'John Canada Terrell', 'Zelda Harris', 'Julianne Moore', 'Spike Lee', 'Jessica Lange', 'Robert De Niro', 'Richard Edson', 'Kerry Washington', 'Monica Bellucci', 'Delroy Lindo', 'Woody Allen', 'Adrien Brody', 'Richard Widmark', 'Ellen Barkin', 'John Leguizamo', 'Ossie Davis', 'Ruby Dee', 'Annabella Sciorra', 'Richard Gere', 'Giancarlo Esposito', 'Ray Allen', 'Mary Elizabeth Mastrantonio', 'Albert Hall', 'Mira Sorvino', 'Paul Newman', 'Tony Lo Bianco', 'Googie Withers', 'Mia Farrow', 'John Goodman', 'Alfre Woodard', 'Angela Bassett', 'Samuel L. Jackson', 'Anthony Mackie', 'Danny Aiello', 'Helen Shaver', 'Paul Sorvino', 'Wesley Snipes', 'Al Pacino']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Clockers --[written_by]--> Spike Lee --[(INV) written_by]--> Mo' Better Blues --[starred_actors]--> Wesley Snipes
Path (Raw):       Clockers --[written_by]--> Spike Lee --[(INV) written_by]--> Mo' Better Blues --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.462820
Path Entropy(↓):  1.171226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of a golden christmas
Start Entity:     A Golden Christmas
Gold Answer:      [['Chasing Christmas', 'Unholy', 'Crossworlds']]
Predicted Ans:    Chasing Christmas
Predicted Path:   A Golden Christmas --[starred_actors]--> Andrea Roth --[(INV) starred_actors]--> Chasing Christmas
Path (Raw):       A Golden Christmas --[starred_actors]--> Andrea Roth --[No Operation]--> Andrea Roth --[(INV) starred_actors]--> Chasing Christmas
Neg LogProb(↓):   0.570258
Path Entropy(↓):  1.079792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by stefano dionisi were written by who
Start Entity:     Stefano Dionisi
Gold Answer:      [['Gérard Corbiau']]
Predicted Ans:    Gérard Corbiau
Predicted Path:   Stefano Dionisi --[(INV) starred_actors]--> Farinelli --[written_by]--> Gérard Corbiau
Path (Raw):       Stefano Dionisi --[No Operation]--> Stefano Dionisi --[(INV) starred_actors]--> Farinelli --[written_by]--> Gérard Corbiau
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for pan's labyrinth
Start Entity:     Pan's Labyrinth
Gold Answer:      [['Guillermo del Toro']]
Predicted Ans:    Guillermo del Toro
Predicted Path:   Pan's Labyrinth --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[directed_by]--> Guillermo del Toro
Path (Raw):       Pan's Labyrinth --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[directed_by]--> Guillermo del Toro
Neg LogProb(↓):   0.506457
Path Entropy(↓):  0.953547
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of cargo
Start Entity:     Cargo
Gold Answer:      [['Ivan Engler']]
Predicted Ans:    Clive Gordon
Predicted Path:   Cargo --[directed_by]--> Clive Gordon --[(INV) directed_by]--> Cargo --[directed_by]--> Clive Gordon
Path (Raw):       Cargo --[directed_by]--> Clive Gordon --[(INV) directed_by]--> Cargo --[directed_by]--> Clive Gordon
Neg LogProb(↓):   0.011778
Path Entropy(↓):  0.071968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by josh charles
Start Entity:     Josh Charles
Gold Answer:      [['Andrew Fleming', 'Bryan Gordon', 'Mike Binder', 'Krishna Rao']]
Predicted Ans:    Andrew Fleming
Predicted Path:   Josh Charles --[(INV) starred_actors]--> Threesome --[written_by]--> Andrew Fleming
Path (Raw):       Josh Charles --[No Operation]--> Josh Charles --[(INV) starred_actors]--> Threesome --[written_by]--> Andrew Fleming
Neg LogProb(↓):   0.004762
Path Entropy(↓):  0.032075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of trading places
Start Entity:     Trading Places
Gold Answer:      [['Steve Martin', 'Jeff Goldblum', 'Steve Forrest', 'David Proval', 'Chevy Chase', 'David Naughton', 'Eddie Murphy', 'Griffin Dunne', 'Monique Gabrielle', 'Martin Short', 'Michelle Pfeiffer', 'John Amos', 'Tom Hulce', 'Donna Dixon', 'Arsenio Hall', 'James Brown', 'Cab Calloway', 'Sylvester Stallone', 'Chazz Palminteri', 'James Earl Jones', 'Dan Aykroyd', 'John Belushi', 'David Zucker', 'Anne Parillaud', 'Ornella Muti']]
Predicted Ans:    Eddie Murphy
Predicted Path:   Trading Places --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III --[starred_actors]--> Eddie Murphy
Path (Raw):       Trading Places --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III --[starred_actors]--> Eddie Murphy
Neg LogProb(↓):   0.020296
Path Entropy(↓):  0.115932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by divorce actors release
Start Entity:     Divorce
Gold Answer:      [['1976', '1934', '1939', '1933', '2005', '1936', '2014', '1947', '1945', '1932', '1941', '1937', '1930', '1931']]
Predicted Ans:    1931
Predicted Path:   Divorce --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Guilty Hands --[release_year]--> 1931
Path (Raw):       Divorce --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Guilty Hands --[release_year]--> 1931
Neg LogProb(↓):   1.471697
Path Entropy(↓):  2.285973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in godzilla vs. megalon
Start Entity:     Godzilla vs. Megalon
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Godzilla vs. Megalon --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Godzilla vs. Megalon --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   1.967475
Path Entropy(↓):  3.241739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the angel levine was written by who
Start Entity:     The Angel Levine
Gold Answer:      [['Bernard Malamud']]
Predicted Ans:    Bernard Malamud
Predicted Path:   The Angel Levine --[written_by]--> Bernard Malamud --[(INV) written_by]--> The Natural --[written_by]--> Bernard Malamud
Path (Raw):       The Angel Levine --[written_by]--> Bernard Malamud --[(INV) written_by]--> The Natural --[written_by]--> Bernard Malamud
Neg LogProb(↓):   0.006958
Path Entropy(↓):  0.041387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with bedrooms and hallways
Start Entity:     Bedrooms and Hallways
Gold Answer:      [['The Man Who Knew Too Little']]
Predicted Ans:    The Man Who Knew Too Little
Predicted Path:   Bedrooms and Hallways --[written_by]--> Robert Farrar --[(INV) written_by]--> The Man Who Knew Too Little
Path (Raw):       Bedrooms and Hallways --[No Operation]--> Bedrooms and Hallways --[written_by]--> Robert Farrar --[(INV) written_by]--> The Man Who Knew Too Little
Neg LogProb(↓):   0.289173
Path Entropy(↓):  0.601590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by jeffrey demunn
Start Entity:     Jeffrey DeMunn
Gold Answer:      [['Dave Meyers', 'Robert Harmon', 'Chuck Russell', 'Frank Darabont']]
Predicted Ans:    Frank Darabont
Predicted Path:   Jeffrey DeMunn --[(INV) starred_actors]--> The Majestic --[directed_by]--> Frank Darabont
Path (Raw):       Jeffrey DeMunn --[No Operation]--> Jeffrey DeMunn --[(INV) starred_actors]--> The Majestic --[directed_by]--> Frank Darabont
Neg LogProb(↓):   0.788284
Path Entropy(↓):  0.690227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of michael oliver acted films
Start Entity:     Michael Oliver
Gold Answer:      [['Dennis Dugan']]
Predicted Ans:    Dennis Dugan
Predicted Path:   Michael Oliver --[(INV) starred_actors]--> Problem Child --[directed_by]--> Dennis Dugan
Path (Raw):       Michael Oliver --[No Operation]--> Michael Oliver --[(INV) starred_actors]--> Problem Child --[directed_by]--> Dennis Dugan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by carla gugino were in which genres
Start Entity:     Carla Gugino
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[has_genre]--> Drama
Path (Raw):       Carla Gugino --[No Operation]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[has_genre]--> Drama
Neg LogProb(↓):   0.564477
Path Entropy(↓):  1.205098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by octavio gomez berrios
Start Entity:     Octavio Gómez Berríos
Gold Answer:      [['Steve Barron']]
Predicted Ans:    Steve Barron
Predicted Path:   Octavio Gómez Berríos --[(INV) starred_actors]--> Choking Man --[written_by]--> Steve Barron
Path (Raw):       Octavio Gómez Berríos --[No Operation]--> Octavio Gómez Berríos --[(INV) starred_actors]--> Choking Man --[written_by]--> Steve Barron
Neg LogProb(↓):   0.000108
Path Entropy(↓):  0.001098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote jam
Start Entity:     Jam
Gold Answer:      [['Craig E. Serling', 'Nicole Lonner']]
Predicted Ans:    Craig E. Serling
Predicted Path:   Jam --[written_by]--> Craig E. Serling --[(INV) written_by]--> Jam --[written_by]--> Craig E. Serling
Path (Raw):       Jam --[written_by]--> Craig E. Serling --[(INV) written_by]--> Jam --[written_by]--> Craig E. Serling
Neg LogProb(↓):   0.001845
Path Entropy(↓):  0.013661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by michael patrick king were in which genres
Start Entity:     Michael Patrick King
Gold Answer:      [['Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Michael Patrick King --[(INV) written_by]--> Sex and the City 2 --[has_genre]--> Comedy
Path (Raw):       Michael Patrick King --[No Operation]--> Michael Patrick King --[(INV) written_by]--> Sex and the City 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.003890
Path Entropy(↓):  0.025428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film monte carlo were in which genres
Start Entity:     Monte Carlo
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Monte Carlo --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Merry Widow --[has_genre]--> Comedy
Path (Raw):       Monte Carlo --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Merry Widow --[has_genre]--> Comedy
Neg LogProb(↓):   0.518747
Path Entropy(↓):  1.280917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of cave of forgotten dreams
Start Entity:     Cave of Forgotten Dreams
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Cave of Forgotten Dreams --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[written_by]--> Werner Herzog
Path (Raw):       Cave of Forgotten Dreams --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[written_by]--> Werner Herzog
Neg LogProb(↓):   0.856336
Path Entropy(↓):  1.701619
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with barnacle bill in
Start Entity:     Barnacle Bill
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Barnacle Bill --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Barnacle Bill --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.513208
Path Entropy(↓):  0.673857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of not easily broken
Start Entity:     Not Easily Broken
Gold Answer:      [['Brian Bird']]
Predicted Ans:    Brian Bird
Predicted Path:   Not Easily Broken --[written_by]--> Brian Bird --[(INV) written_by]--> Not Easily Broken --[written_by]--> Brian Bird
Path (Raw):       Not Easily Broken --[written_by]--> Brian Bird --[(INV) written_by]--> Not Easily Broken --[written_by]--> Brian Bird
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of quality street
Start Entity:     Quality Street
Gold Answer:      [['Dancing Lady', 'The Trojan Women', 'Love Affair', 'The Bride Wore Red', 'Every Girl Should Be Married', 'Bringing Up Baby', 'State of the Union', 'The Lion in Winter', 'Woman of the Year', 'The African Queen', 'The Sea of Grass', "The Stranger's Return", 'Desk Set', 'They Gave Him a Gun', 'The Glass Menagerie', 'Alice Adams', 'Suzy', 'Gabriel Over the White House', 'On Golden Pond', 'Dragon Seed', 'Christopher Strong', 'I Love Trouble', 'Mary of Scotland', 'Rooster Cogburn', "Adam's Rib", 'Holiday', 'The Rainmaker', 'Honeymoon', "Guess Who's Coming to Dinner", 'Midnight Mary', 'Three Comrades', 'The Philadelphia Story', 'Suddenly, Last Summer', 'Pat and Mike', 'Five Graves to Cairo', 'Little Women', 'Keeper of the Flame', 'Morning Glory', 'The Lives of a Bengal Lancer', 'A Woman Rebels', 'Sylvia Scarlett', 'Without Love', 'Stage Door', 'Undercurrent', 'Bombshell']]
Predicted Ans:    The Rainmaker
Predicted Path:   Quality Street --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> The Rainmaker
Path (Raw):       Quality Street --[starred_actors]--> Katharine Hepburn --[No Operation]--> Katharine Hepburn --[(INV) starred_actors]--> The Rainmaker
Neg LogProb(↓):   1.339231
Path Entropy(↓):  2.268310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by julianne hough
Start Entity:     Julianne Hough
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Julianne Hough --[(INV) starred_actors]--> Paradise --[in_language]--> English
Path (Raw):       Julianne Hough --[No Operation]--> Julianne Hough --[(INV) starred_actors]--> Paradise --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with where's poppa? fall under
Start Entity:     Where's Poppa?
Gold Answer:      [['Thriller', 'Fantasy', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Where's Poppa? --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Summer School --[has_genre]--> Comedy
Path (Raw):       Where's Poppa? --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Summer School --[has_genre]--> Comedy
Neg LogProb(↓):   0.413645
Path Entropy(↓):  0.705309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by a scanner darkly actors release
Start Entity:     A Scanner Darkly
Gold Answer:      [['1995', '1988', '2000', '1968', '1997', '2001', '2008', '2003', '2005', '1951', '1993', '1991', '1996', '2006', '1994', '1999', '1986', '2013']]
Predicted Ans:    2006
Predicted Path:   A Scanner Darkly --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[release_year]--> 2006
Path (Raw):       A Scanner Darkly --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[release_year]--> 2006
Neg LogProb(↓):   0.375618
Path Entropy(↓):  1.090008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie the haunting
Start Entity:     The Haunting
Gold Answer:      [['Shirley Jackson']]
Predicted Ans:    Nelson Gidding
Predicted Path:   The Haunting --[written_by]--> Nelson Gidding --[(INV) written_by]--> Onionhead --[written_by]--> Nelson Gidding
Path (Raw):       The Haunting --[written_by]--> Nelson Gidding --[(INV) written_by]--> Onionhead --[written_by]--> Nelson Gidding
Neg LogProb(↓):   1.391309
Path Entropy(↓):  1.137246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of going all the way also directed which films
Start Entity:     Going All the Way
Gold Answer:      [['Arlington Road', 'The Mothman Prophecies', 'I Melt with You', 'Henry Poole Is Here']]
Predicted Ans:    The Mothman Prophecies
Predicted Path:   Going All the Way --[directed_by]--> Mark Pellington --[(INV) directed_by]--> The Mothman Prophecies
Path (Raw):       Going All the Way --[directed_by]--> Mark Pellington --[(INV) directed_by]--> The Mothman Prophecies --[No Operation]--> The Mothman Prophecies
Neg LogProb(↓):   0.021752
Path Entropy(↓):  0.122063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of jan lustig
Start Entity:     Jan Lustig
Gold Answer:      [['Arthur Wimperis', 'Margaret Irwin', 'Claudine West', 'George Froeschel', 'Robert Nathan', 'Noel Langley', 'Alice Duer Miller', 'John Collier', 'Thomas Malory', 'John Michael Hayes', 'Talbot Jennings']]
Predicted Ans:    John Michael Hayes
Predicted Path:   Jan Lustig --[(INV) written_by]--> Torch Song --[written_by]--> John Michael Hayes
Path (Raw):       Jan Lustig --[No Operation]--> Jan Lustig --[(INV) written_by]--> Torch Song --[written_by]--> John Michael Hayes
Neg LogProb(↓):   0.164162
Path Entropy(↓):  0.511953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of unhook the stars also wrote movies
Start Entity:     Unhook the Stars
Gold Answer:      [['Alpha Dog', 'Blow', "My Sister's Keeper"]]
Predicted Ans:    Unhook the Stars
Predicted Path:   Unhook the Stars --[written_by]--> Nick Cassavetes --[(INV) written_by]--> Unhook the Stars
Path (Raw):       Unhook the Stars --[written_by]--> Nick Cassavetes --[(INV) written_by]--> Unhook the Stars --[No Operation]--> Unhook the Stars
Neg LogProb(↓):   0.017083
Path Entropy(↓):  0.103684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed the fourth state
Start Entity:     The Fourth State
Gold Answer:      [['2008', '1981', '2010', '2004']]
Predicted Ans:    2004
Predicted Path:   The Fourth State --[directed_by]--> Dennis Gansel --[(INV) directed_by]--> Before the Fall --[release_year]--> 2004
Path (Raw):       The Fourth State --[directed_by]--> Dennis Gansel --[(INV) directed_by]--> Before the Fall --[release_year]--> 2004
Neg LogProb(↓):   0.694718
Path Entropy(↓):  1.138353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by tygh runyan were released in which years
Start Entity:     Tygh Runyan
Gold Answer:      [['1997', '1949', '2010']]
Predicted Ans:    1997
Predicted Path:   Tygh Runyan --[(INV) starred_actors]--> Kitchen Party --[release_year]--> 1997
Path (Raw):       Tygh Runyan --[No Operation]--> Tygh Runyan --[(INV) starred_actors]--> Kitchen Party --[release_year]--> 1997
Neg LogProb(↓):   0.437744
Path Entropy(↓):  0.783843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in aamir
Start Entity:     Aamir
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Aamir --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Aamir --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.640506
Path Entropy(↓):  1.309767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with tess slesinger
Start Entity:     Tess Slesinger
Gold Answer:      [['Pearl S. Buck', 'Claudine West', 'Talbot Jennings', 'Betty Smith']]
Predicted Ans:    Talbot Jennings
Predicted Path:   Tess Slesinger --[(INV) written_by]--> The Good Earth --[written_by]--> Talbot Jennings
Path (Raw):       Tess Slesinger --[No Operation]--> Tess Slesinger --[(INV) written_by]--> The Good Earth --[written_by]--> Talbot Jennings
Neg LogProb(↓):   0.129151
Path Entropy(↓):  0.371057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of stefano piani
Start Entity:     Stefano Piani
Gold Answer:      [['Antonio Tentori', 'Bram Stoker', 'Enrique Cerezo', 'Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Stefano Piani --[(INV) written_by]--> Dracula 3D --[written_by]--> Dario Argento
Path (Raw):       Stefano Piani --[No Operation]--> Stefano Piani --[(INV) written_by]--> Dracula 3D --[written_by]--> Dario Argento
Neg LogProb(↓):   0.193877
Path Entropy(↓):  0.472220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the bunraku director
Start Entity:     Bunraku
Gold Answer:      [['Guy Moshe']]
Predicted Ans:    Boaz Davidson
Predicted Path:   Bunraku --[written_by]--> Boaz Davidson --[(INV) directed_by]--> Salsa --[directed_by]--> Boaz Davidson
Path (Raw):       Bunraku --[written_by]--> Boaz Davidson --[(INV) directed_by]--> Salsa --[directed_by]--> Boaz Davidson
Neg LogProb(↓):   0.537989
Path Entropy(↓):  1.237774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by thomas cappelen malling in
Start Entity:     Thomas Cappelen Malling
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Thomas Cappelen Malling --[(INV) directed_by]--> Norwegian Ninja --[has_genre]--> Comedy
Path (Raw):       Thomas Cappelen Malling --[No Operation]--> Thomas Cappelen Malling --[(INV) directed_by]--> Norwegian Ninja --[has_genre]--> Comedy
Neg LogProb(↓):   0.037558
Path Entropy(↓):  0.158165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by andrew bergman were released in which years
Start Entity:     Andrew Bergman
Gold Answer:      [['2000', '1990', '1992', '1996', '1925', '1981']]
Predicted Ans:    1925
Predicted Path:   Andrew Bergman --[(INV) directed_by]--> The Freshman --[release_year]--> 1925
Path (Raw):       Andrew Bergman --[No Operation]--> Andrew Bergman --[(INV) directed_by]--> The Freshman --[release_year]--> 1925
Neg LogProb(↓):   0.328373
Path Entropy(↓):  0.988690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed dogma
Start Entity:     Dogma
Gold Answer:      [['1995', '1997', '2001', '2008', '2010', '2004', '2006', '1994', '2014', '2011']]
Predicted Ans:    2004
Predicted Path:   Dogma --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Jersey Girl --[release_year]--> 2004
Path (Raw):       Dogma --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Jersey Girl --[release_year]--> 2004
Neg LogProb(↓):   1.292970
Path Entropy(↓):  1.884746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of mary and max
Start Entity:     Mary and Max
Gold Answer:      [['Harvie Krumpet']]
Predicted Ans:    Mary and Max
Predicted Path:   Mary and Max --[directed_by]--> Adam Elliot --[(INV) directed_by]--> Mary and Max
Path (Raw):       Mary and Max --[No Operation]--> Mary and Max --[directed_by]--> Adam Elliot --[(INV) directed_by]--> Mary and Max
Neg LogProb(↓):   0.008779
Path Entropy(↓):  0.050441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the man who cried written by
Start Entity:     The Man Who Cried
Gold Answer:      [['Sally Potter']]
Predicted Ans:    Sally Potter
Predicted Path:   The Man Who Cried --[written_by]--> Sally Potter --[(INV) written_by]--> The Tango Lesson --[written_by]--> Sally Potter
Path (Raw):       The Man Who Cried --[written_by]--> Sally Potter --[(INV) written_by]--> The Tango Lesson --[written_by]--> Sally Potter
Neg LogProb(↓):   0.542106
Path Entropy(↓):  0.773718
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the tall blond man with one black shoe
Start Entity:     The Tall Blond Man with One Black Shoe
Gold Answer:      [['Philippe Noiret', 'Marlène Jobert', 'Françoise Brion']]
Predicted Ans:    Philippe Noiret
Predicted Path:   The Tall Blond Man with One Black Shoe --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[starred_actors]--> Philippe Noiret
Path (Raw):       The Tall Blond Man with One Black Shoe --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[starred_actors]--> Philippe Noiret
Neg LogProb(↓):   0.039997
Path Entropy(↓):  0.169171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the petrified forest
Start Entity:     The Petrified Forest
Gold Answer:      [['French', 'English', 'Welsh']]
Predicted Ans:    English
Predicted Path:   The Petrified Forest --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[in_language]--> English
Path (Raw):       The Petrified Forest --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[in_language]--> English
Neg LogProb(↓):   0.748994
Path Entropy(↓):  0.909529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the hot chick are directed by who
Start Entity:     The Hot Chick
Gold Answer:      [['Clare Kilner', 'Peter Segal', 'Rob Hedden', 'Rob Schneider', 'Danny Cannon', 'David S. Ward', 'Dennis Dugan']]
Predicted Ans:    Peter Segal
Predicted Path:   The Hot Chick --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[directed_by]--> Peter Segal
Path (Raw):       The Hot Chick --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[directed_by]--> Peter Segal
Neg LogProb(↓):   0.319330
Path Entropy(↓):  0.602458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the deadly mantis
Start Entity:     The Deadly Mantis
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   The Deadly Mantis --[directed_by]--> Nathan Juran --[(INV) directed_by]--> First Men in the Moon --[release_year]--> 1964
Path (Raw):       The Deadly Mantis --[directed_by]--> Nathan Juran --[(INV) directed_by]--> First Men in the Moon --[release_year]--> 1964
Neg LogProb(↓):   0.011714
Path Entropy(↓):  0.064843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in wall street
Start Entity:     Wall Street
Gold Answer:      [['George Armitage', 'Stephen Herek', 'Emilio Estevez', 'Clint Eastwood', 'David S. Ward', 'John Milius', 'Roman Coppola', 'David Seltzer', 'Martin Sheen', 'Deran Sarafian', 'Paul Sabella', 'Larry Leker', 'Christopher Cain', 'Dan Bradley', 'Jim Abrahams', 'Peter Werner', 'Brett Ratner', 'George P. Cosmatos', 'Richard Lester', 'John Lee Hancock', 'Arthur Penn', 'Craig R. Baxley', 'David Twohy']]
Predicted Ans:    Deran Sarafian
Predicted Path:   Wall Street --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       Wall Street --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   0.042256
Path Entropy(↓):  0.229856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by affliction writers release
Start Entity:     Affliction
Gold Answer:      [['1976', '1980', '1978', '1997', '2007', '1992', '1999', '1979', '1987', '1974', '1977']]
Predicted Ans:    1997
Predicted Path:   Affliction --[written_by]--> Paul Schrader --[(INV) written_by]--> Affliction --[release_year]--> 1997
Path (Raw):       Affliction --[written_by]--> Paul Schrader --[(INV) written_by]--> Affliction --[release_year]--> 1997
Neg LogProb(↓):   0.875765
Path Entropy(↓):  1.355642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film from beginning to end was written by who
Start Entity:     From Beginning to End
Gold Answer:      [['Aluizio Abranches']]
Predicted Ans:    Aluizio Abranches
Predicted Path:   From Beginning to End --[written_by]--> Aluizio Abranches --[(INV) written_by]--> From Beginning to End --[written_by]--> Aluizio Abranches
Path (Raw):       From Beginning to End --[written_by]--> Aluizio Abranches --[(INV) written_by]--> From Beginning to End --[written_by]--> Aluizio Abranches
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for nine queens
Start Entity:     Nine Queens
Gold Answer:      [['Fabián Bielinsky']]
Predicted Ans:    Fabián Bielinsky
Predicted Path:   Nine Queens --[written_by]--> Fabián Bielinsky --[(INV) written_by]--> Nine Queens --[written_by]--> Fabián Bielinsky
Path (Raw):       Nine Queens --[written_by]--> Fabián Bielinsky --[(INV) written_by]--> Nine Queens --[written_by]--> Fabián Bielinsky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with pierre la mure
Start Entity:     Pierre La Mure
Gold Answer:      [['John Huston']]
Predicted Ans:    John Huston
Predicted Path:   Pierre La Mure --[(INV) written_by]--> Moulin Rouge --[written_by]--> John Huston
Path (Raw):       Pierre La Mure --[No Operation]--> Pierre La Mure --[(INV) written_by]--> Moulin Rouge --[written_by]--> John Huston
Neg LogProb(↓):   0.002787
Path Entropy(↓):  0.019344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is hard core logo
Start Entity:     Hard Core Logo
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Hard Core Logo --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Hard Core Logo --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by ivry gitlis released
Start Entity:     Ivry Gitlis
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Ivry Gitlis --[(INV) starred_actors]--> Sansa --[release_year]--> 2003
Path (Raw):       Ivry Gitlis --[No Operation]--> Ivry Gitlis --[(INV) starred_actors]--> Sansa --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the crystal ball
Start Entity:     The Crystal Ball
Gold Answer:      [['Jack Roffey', 'Laurence Stallings', 'Helen Deutsch', 'Jonathan Latimer', 'Arch Oboler', 'John Morton', 'Dorothy Macardle', 'Philip Dunne', 'André de Lorde', 'C. Gardner Sullivan', 'Lou Breslow', 'Edward Childs Carpenter', 'Robert Carson', 'Preston Sturges', 'Charles W. Goddard', 'Paul Dickey', 'Ketti Frings', 'Burgess Meredith', 'Claude Binyon', 'Billy Wilder', 'Charles Brackett', 'Walter Reisch', 'Jacques Théry', 'Adele Comandini', 'Charles R. Jackson', 'Paul Osborn', 'Walter DeLeon', 'Russell Rouse', 'Clarence Greene', 'Frederick Knott', 'Frank Butler', 'Abraham Polonsky', 'Charles Bennett', 'Alan Le May', 'Kenneth Fearing', 'Octave Mirbeau', 'John Willard', 'Thelma Strabel', 'Karl Tunberg', 'Oliver Parker', 'Lee Frost', 'Wes Bishop', 'Oscar Wilde', 'Johnny Mercer', 'Vera Caspary', 'Jay Simms', 'Rosamond Marshall', 'Erich Segal']]
Predicted Ans:    Octave Mirbeau
Predicted Path:   The Crystal Ball --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid --[written_by]--> Octave Mirbeau
Path (Raw):       The Crystal Ball --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid --[written_by]--> Octave Mirbeau
Neg LogProb(↓):   0.756139
Path Entropy(↓):  0.889836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with i. q. in
Start Entity:     I.Q.
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   I.Q. --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Path (Raw):       I.Q. --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   0.612656
Path Entropy(↓):  0.891751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of horrible bosses
Start Entity:     Horrible Bosses
Gold Answer:      [['The Incredible Burt Wonderstone', 'Cloudy with a Chance of Meatballs 2']]
Predicted Ans:    Horrible Bosses
Predicted Path:   Horrible Bosses --[written_by]--> John Francis Daley --[(INV) written_by]--> Horrible Bosses
Path (Raw):       Horrible Bosses --[No Operation]--> Horrible Bosses --[written_by]--> John Francis Daley --[(INV) written_by]--> Horrible Bosses
Neg LogProb(↓):   0.550452
Path Entropy(↓):  0.808604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred films for the director of libeled lady
Start Entity:     Libeled Lady
Gold Answer:      [['Donald Cook', 'Ronald Colman', 'Dorothy Tutin', 'Claire Trevor', 'Jack Holt', 'Alice Day', 'William Haines', 'Anita Page', 'Basil Rathbone', 'Jami Gertz', 'Wallace Beery', 'Adolphe Menjou', 'Irene Purcell', 'Leo Carrillo', 'Edna May Oliver', 'Elizabeth Allan', 'Lionel Barrymore', 'Dirk Bogarde', 'Hedy Lamarr', 'William Powell', 'Claudette Colbert', 'John Barrymore', 'Joan Crawford', 'Taryn Manning', 'Mary Brian', 'Ralph Macchio', 'Sydney Greenstreet', 'Jack Pickford', 'Rod La Rocque', 'Zoe Saldana', 'Anson Mount', 'Britney Spears', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Lon Chaney', 'Fay Wray', 'Spencer Tracy', 'Deborah Kerr', 'Harry Earles', 'C. Aubrey Smith', 'Joe Seneca']]
Predicted Ans:    Jean Harlow
Predicted Path:   Libeled Lady --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[starred_actors]--> Jean Harlow
Path (Raw):       Libeled Lady --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[starred_actors]--> Jean Harlow
Neg LogProb(↓):   0.082617
Path Entropy(↓):  0.330350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by lindsay lohan
Start Entity:     Lindsay Lohan
Gold Answer:      [['Erich Kästner', 'Nancy Meyers', 'Rosalind Wiseman', 'Mary Rodgers', 'Tina Fey', 'Dyan Sheldon', 'I. Marlene King', 'Charles Shyer', 'Gail Parent', 'Lara Shapiro', 'David Swift', 'Bret Easton Ellis']]
Predicted Ans:    I. Marlene King
Predicted Path:   Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[written_by]--> I. Marlene King
Path (Raw):       Lindsay Lohan --[No Operation]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[written_by]--> I. Marlene King
Neg LogProb(↓):   0.000622
Path Entropy(↓):  0.005801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of crimes and misdemeanors
Start Entity:     Crimes and Misdemeanors
Gold Answer:      [['Howard Morris', 'Francis Ford Coppola', 'Herbert Ross', 'Penny Panayotopoulou', 'Martin Scorsese', 'Marco Martins', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Crimes and Misdemeanors --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Path (Raw):       Crimes and Misdemeanors --[written_by]--> Woody Allen --[(INV) written_by]--> September --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.211243
Path Entropy(↓):  2.811726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of taina elg acted films
Start Entity:     Taina Elg
Gold Answer:      [['2008', '1957', '1959', '1935']]
Predicted Ans:    1957
Predicted Path:   Taina Elg --[(INV) starred_actors]--> Les Girls --[release_year]--> 1957
Path (Raw):       Taina Elg --[No Operation]--> Taina Elg --[(INV) starred_actors]--> Les Girls --[release_year]--> 1957
Neg LogProb(↓):   1.080701
Path Entropy(↓):  0.640613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by elmer rice
Start Entity:     Elmer Rice
Gold Answer:      [['Estelle Taylor', 'Sylvia Sidney', 'Beulah Bondi']]
Predicted Ans:    Beulah Bondi
Predicted Path:   Elmer Rice --[(INV) written_by]--> Street Scene --[starred_actors]--> Beulah Bondi
Path (Raw):       Elmer Rice --[No Operation]--> Elmer Rice --[(INV) written_by]--> Street Scene --[starred_actors]--> Beulah Bondi
Neg LogProb(↓):   0.499613
Path Entropy(↓):  0.879402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of unlawful entry
Start Entity:     Unlawful Entry
Gold Answer:      [['1983', '1988', '1992', '1989', '1973', '1994', '1999', '1979', '1987', '2012']]
Predicted Ans:    1983
Predicted Path:   Unlawful Entry --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> Heart Like a Wheel --[release_year]--> 1983
Path (Raw):       Unlawful Entry --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> Heart Like a Wheel --[release_year]--> 1983
Neg LogProb(↓):   1.367452
Path Entropy(↓):  1.956447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie holy motors
Start Entity:     Holy Motors
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Holy Motors --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Holy Motors --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.390505
Path Entropy(↓):  4.560685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director randall miller
Start Entity:     Randall Miller
Gold Answer:      [['Sinbad', 'Alan Rickman', 'Phil Hartman', 'Chris Pine']]
Predicted Ans:    Sinbad
Predicted Path:   Randall Miller --[(INV) directed_by]--> Houseguest --[starred_actors]--> Sinbad
Path (Raw):       Randall Miller --[No Operation]--> Randall Miller --[(INV) directed_by]--> Houseguest --[starred_actors]--> Sinbad
Neg LogProb(↓):   0.010879
Path Entropy(↓):  0.069810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by casper christensen in
Start Entity:     Casper Christensen
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Casper Christensen --[(INV) written_by]--> Klown --[in_language]--> Danish
Path (Raw):       Casper Christensen --[No Operation]--> Casper Christensen --[(INV) written_by]--> Klown --[in_language]--> Danish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by daniel nettheim
Start Entity:     Daniel Nettheim
Gold Answer:      [['Rafi Pitts', 'Buzz Kulik']]
Predicted Ans:    Buzz Kulik
Predicted Path:   Daniel Nettheim --[(INV) directed_by]--> The Hunter --[directed_by]--> Buzz Kulik
Path (Raw):       Daniel Nettheim --[No Operation]--> Daniel Nettheim --[(INV) directed_by]--> The Hunter --[directed_by]--> Buzz Kulik
Neg LogProb(↓):   0.031033
Path Entropy(↓):  0.164850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film a diary for timothy
Start Entity:     A Diary for Timothy
Gold Answer:      [['Humphrey Jennings']]
Predicted Ans:    Humphrey Jennings
Predicted Path:   A Diary for Timothy --[directed_by]--> Humphrey Jennings --[(INV) directed_by]--> Fires Were Started --[written_by]--> Humphrey Jennings
Path (Raw):       A Diary for Timothy --[directed_by]--> Humphrey Jennings --[(INV) directed_by]--> Fires Were Started --[written_by]--> Humphrey Jennings
Neg LogProb(↓):   0.286052
Path Entropy(↓):  0.571998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of texas chainsaw 3d also directed which movies
Start Entity:     Texas Chainsaw 3D
Gold Answer:      [['Takers']]
Predicted Ans:    Takers
Predicted Path:   Texas Chainsaw 3D --[directed_by]--> John Luessenhop --[(INV) directed_by]--> Takers
Path (Raw):       Texas Chainsaw 3D --[directed_by]--> John Luessenhop --[(INV) directed_by]--> Takers --[No Operation]--> Takers
Neg LogProb(↓):   0.002934
Path Entropy(↓):  0.020148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for come undone
Start Entity:     Come Undone
Gold Answer:      [['Silvio Soldini']]
Predicted Ans:    Silvio Soldini
Predicted Path:   Come Undone --[written_by]--> Silvio Soldini --[(INV) written_by]--> Bread and Tulips --[written_by]--> Silvio Soldini
Path (Raw):       Come Undone --[written_by]--> Silvio Soldini --[(INV) written_by]--> Bread and Tulips --[written_by]--> Silvio Soldini
Neg LogProb(↓):   0.325471
Path Entropy(↓):  0.646983
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by cullen douglas
Start Entity:     Cullen Douglas
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cullen Douglas --[(INV) written_by]--> Letters to God --[has_genre]--> Drama
Path (Raw):       Cullen Douglas --[No Operation]--> Cullen Douglas --[(INV) written_by]--> Letters to God --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the burning
Start Entity:     The Burning
Gold Answer:      [['Leon W. Grant', 'Matthew Penn', 'Daniel Jordano', 'Jessica Biel', 'Dennis Quaid', 'Gerard Butler']]
Predicted Ans:    Jessica Biel
Predicted Path:   The Burning --[written_by]--> Harvey Weinstein --[(INV) written_by]--> Playing for Keeps --[starred_actors]--> Jessica Biel
Path (Raw):       The Burning --[written_by]--> Harvey Weinstein --[(INV) written_by]--> Playing for Keeps --[starred_actors]--> Jessica Biel
Neg LogProb(↓):   0.028774
Path Entropy(↓):  0.138182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in aurora borealis also appears in which films
Start Entity:     Aurora Borealis
Gold Answer:      [['One Week', 'Magic in the Water', 'Americano', 'The Skulls', 'Inescapable', 'Shadows in the Sun']]
Predicted Ans:    Americano
Predicted Path:   Aurora Borealis --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Americano
Path (Raw):       Aurora Borealis --[starred_actors]--> Joshua Jackson --[No Operation]--> Joshua Jackson --[(INV) starred_actors]--> Americano
Neg LogProb(↓):   0.192356
Path Entropy(↓):  0.651027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by bob franklin
Start Entity:     Bob Franklin
Gold Answer:      [['Tony Martin']]
Predicted Ans:    Tony Martin
Predicted Path:   Bob Franklin --[(INV) starred_actors]--> Bad Eggs --[directed_by]--> Tony Martin
Path (Raw):       Bob Franklin --[No Operation]--> Bob Franklin --[(INV) starred_actors]--> Bad Eggs --[directed_by]--> Tony Martin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of sky captain and the world of tomorrow
Start Entity:     Sky Captain and the World of Tomorrow
Gold Answer:      [['Enemy at the Gates', 'Great Expectations', 'My Blueberry Nights', 'Contagion', 'Proof', 'The Pallbearer', 'Cold Mountain', 'Rise of the Guardians', 'Sherlock Holmes', 'Repo Men', 'Hush', 'Iron Man 3', 'Bounce', 'Country Strong', 'Hard Eight', 'Emma', 'Shallow Hal', 'Shopping', 'Iron Man 2', 'Iron Man', 'The Holiday', 'Sliding Doors', 'A Perfect Murder', 'View from the Top', 'The Royal Tenenbaums', 'Breaking and Entering', 'Thanks for Sharing', 'Black Sea', 'Dom Hemingway', 'Infamous', 'Alfie', 'Music from Another Room', "All the King's Men", 'Possession', 'The Talented Mr. Ripley', 'Sleuth', 'Closer']]
Predicted Ans:    Possession
Predicted Path:   Sky Captain and the World of Tomorrow --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession
Path (Raw):       Sky Captain and the World of Tomorrow --[starred_actors]--> Gwyneth Paltrow --[No Operation]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession
Neg LogProb(↓):   0.327563
Path Entropy(↓):  1.114020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was cameron cairnes the director for
Start Entity:     Cameron Cairnes
Gold Answer:      [['100 Bloody Acres']]
Predicted Ans:    100 Bloody Acres
Predicted Path:   Cameron Cairnes --[(INV) directed_by]--> 100 Bloody Acres --[directed_by]--> Cameron Cairnes --[(INV) directed_by]--> 100 Bloody Acres
Path (Raw):       Cameron Cairnes --[(INV) directed_by]--> 100 Bloody Acres --[directed_by]--> Cameron Cairnes --[(INV) directed_by]--> 100 Bloody Acres
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the all of me director
Start Entity:     All of Me
Gold Answer:      [['Steve Martin', 'Carl Gottlieb', 'Larry Gelbart', 'Avery Corman', 'Michael Elias', 'Carl Reiner', 'Robert Klane', 'Mark Reisman', 'Jeremy Stevens', 'George Gipe']]
Predicted Ans:    Steve Martin
Predicted Path:   All of Me --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[written_by]--> Steve Martin
Path (Raw):       All of Me --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[written_by]--> Steve Martin
Neg LogProb(↓):   0.128441
Path Entropy(↓):  0.559904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of cyra mcfadden written movies
Start Entity:     Cyra McFadden
Gold Answer:      [['Bill Persky']]
Predicted Ans:    Bill Persky
Predicted Path:   Cyra McFadden --[(INV) written_by]--> Serial --[directed_by]--> Bill Persky
Path (Raw):       Cyra McFadden --[No Operation]--> Cyra McFadden --[(INV) written_by]--> Serial --[directed_by]--> Bill Persky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by gideon raff fall under
Start Entity:     Gideon Raff
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Gideon Raff --[(INV) directed_by]--> Train --[has_genre]--> Horror
Path (Raw):       Gideon Raff --[No Operation]--> Gideon Raff --[(INV) directed_by]--> Train --[has_genre]--> Horror
Neg LogProb(↓):   0.000182
Path Entropy(↓):  0.001787
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor nick nolte co - starred with who
Start Entity:     Nick Nolte
Gold Answer:      [['Dylan Baker', 'Juliette Lewis', 'Nigel Havers', 'Frank McRae', 'Mac Davis', 'Gerry Lopez', 'Peter Sarsgaard', 'Joel Edgerton', 'Jessica Lange', 'Ernie Hudson', 'Robert De Niro', 'Jon Foster', 'Gregory Peck', 'Jacqueline Bisset', 'Lara Flynn Boyle', 'Maggie Cheung', 'James Woods', 'Eddie Murphy', 'Judd Hirsch', 'Sean Penn', 'Brion James', 'Aaron Eckhart', 'Robert Mitchum', 'Michael Madsen', 'Bai Ling', 'Martin Short', 'Damien Nguyen', 'Robert Shaw', 'Jim Caviezel', 'Nutsa Kukhianidze', 'JoBeth Williams', 'Franchot Tone', 'Ian McKellen', 'Powers Boothe', 'Emily Watson', 'Sarah Bolger', 'Freddie Highmore', 'Julia Roberts', 'Polly Bergen', 'Debra Winger', 'Rita Taggart', 'Ralph Macchio', 'Jonny Lee Miller', 'Elias Koteas', 'Mark Ruffalo', 'Gene Hackman', 'Sharon Stone', 'Chazz Palminteri', 'Bette Midler', 'Jeff Bridges', 'Joanna Cassidy', 'Alan Arkin', 'James Earl Jones', 'Sarah Rowland Doroff', 'Melanie Griffith', 'Julie Christie', 'Tom Hardy', 'Little Richard', 'Hank Azaria', 'Jennifer Morrison', 'Sheryl Lee', 'Richard Dreyfuss', 'Sienna Miller', 'Catherine Keener', 'Brittany Murphy', 'Trevor Morgan', 'Barbra Streisand']]
Predicted Ans:    Jacqueline Bisset
Predicted Path:   Nick Nolte --[(INV) starred_actors]--> The Deep --[starred_actors]--> Jacqueline Bisset
Path (Raw):       Nick Nolte --[No Operation]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[starred_actors]--> Jacqueline Bisset
Neg LogProb(↓):   0.620129
Path Entropy(↓):  1.242509
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by sara gruen
Start Entity:     Sara Gruen
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Sara Gruen --[(INV) written_by]--> Water for Elephants --[release_year]--> 2011
Path (Raw):       Sara Gruen --[No Operation]--> Sara Gruen --[(INV) written_by]--> Water for Elephants --[release_year]--> 2011
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by bringing up bobby actors
Start Entity:     Bringing Up Bobby
Gold Answer:      [['Richard Lester', 'William A. Graham', 'Wim Wenders', 'Kurt Wimmer', 'Stephen Herek', 'Richard Linklater', 'Bruce A. Evans', 'Greg Pritikin', 'Olatunde Osunsanmi', 'Julien Magnat', 'Luc Besson', 'Sam Miller', 'Gary Lennon', 'David Twohy', 'John Curran', 'Bob Rafelson']]
Predicted Ans:    Gary Lennon
Predicted Path:   Bringing Up Bobby --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[directed_by]--> Gary Lennon
Path (Raw):       Bringing Up Bobby --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> .45 --[directed_by]--> Gary Lennon
Neg LogProb(↓):   0.532724
Path Entropy(↓):  1.180239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by alex dimitriades
Start Entity:     Alex Dimitriades
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Alex Dimitriades --[(INV) starred_actors]--> Head On --[in_language]--> Greek
Path (Raw):       Alex Dimitriades --[No Operation]--> Alex Dimitriades --[(INV) starred_actors]--> Head On --[in_language]--> Greek
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by jeffrey reddick
Start Entity:     Jeffrey Reddick
Gold Answer:      [['David R. Ellis', 'Steve Miner', 'George A. Romero', 'James Wong']]
Predicted Ans:    James Wong
Predicted Path:   Jeffrey Reddick --[(INV) written_by]--> Final Destination --[directed_by]--> James Wong
Path (Raw):       Jeffrey Reddick --[No Operation]--> Jeffrey Reddick --[(INV) written_by]--> Final Destination --[directed_by]--> James Wong
Neg LogProb(↓):   0.258616
Path Entropy(↓):  0.542244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by jules dassin
Start Entity:     Jules Dassin
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Jules Dassin --[(INV) directed_by]--> Phaedra --[has_genre]--> Drama
Path (Raw):       Jules Dassin --[No Operation]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[has_genre]--> Drama
Neg LogProb(↓):   0.244811
Path Entropy(↓):  0.616157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by naomi klein release
Start Entity:     Naomi Klein
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Naomi Klein --[(INV) starred_actors]--> The Shock Doctrine --[release_year]--> 2009
Path (Raw):       Naomi Klein --[No Operation]--> Naomi Klein --[(INV) starred_actors]--> The Shock Doctrine --[release_year]--> 2009
Neg LogProb(↓):   0.489937
Path Entropy(↓):  0.667600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by john hindman release
Start Entity:     John Hindman
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   John Hindman --[(INV) written_by]--> The Answer Man --[release_year]--> 2009
Path (Raw):       John Hindman --[No Operation]--> John Hindman --[(INV) written_by]--> The Answer Man --[release_year]--> 2009
Neg LogProb(↓):   0.025964
Path Entropy(↓):  0.119296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in arbitrage
Start Entity:     Arbitrage
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1968', '1998', '2009', '2004', '1982', '2014', '1994', '1983', '1995', '1971', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1975', '2005', '1999', '1987', '1986']]
Predicted Ans:    1968
Predicted Path:   Arbitrage --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[release_year]--> 1968
Path (Raw):       Arbitrage --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[release_year]--> 1968
Neg LogProb(↓):   1.805436
Path Entropy(↓):  2.417259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of i, cesar
Start Entity:     I, Cesar
Gold Answer:      [['Richard Berry']]
Predicted Ans:    Richard Berry
Predicted Path:   I, Cesar --[directed_by]--> Richard Berry --[(INV) directed_by]--> I, Cesar --[directed_by]--> Richard Berry
Path (Raw):       I, Cesar --[directed_by]--> Richard Berry --[(INV) directed_by]--> I, Cesar --[directed_by]--> Richard Berry
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie sirocco
Start Entity:     Sirocco
Gold Answer:      [['2000', '1964', '1946', '1947', '1945', '1955', '1931']]
Predicted Ans:    1931
Predicted Path:   Sirocco --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Possessed --[release_year]--> 1931
Path (Raw):       Sirocco --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Possessed --[release_year]--> 1931
Neg LogProb(↓):   0.533853
Path Entropy(↓):  1.612441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was robert kaplow a writer on
Start Entity:     Robert Kaplow
Gold Answer:      [['Me and Orson Welles']]
Predicted Ans:    Me and Orson Welles
Predicted Path:   Robert Kaplow --[(INV) written_by]--> Me and Orson Welles --[written_by]--> Robert Kaplow --[(INV) written_by]--> Me and Orson Welles
Path (Raw):       Robert Kaplow --[(INV) written_by]--> Me and Orson Welles --[written_by]--> Robert Kaplow --[(INV) written_by]--> Me and Orson Welles
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie tapeheads
Start Entity:     Tapeheads
Gold Answer:      [['James McTeigue', 'Roger Donaldson', 'Savage Steve Holland', 'Mike Newell', 'Stephen Frears', 'Joe Roth', 'George Armitage', 'Lew Landers', 'Ron Shelton', 'Adrian Lyne', 'Menno Meyjes', 'Clint Eastwood', 'Steve Pink', 'James Mangold', 'Peter McCarthy', 'Bruce Beresford', 'Peter Howitt', 'Thomas Schlamme', 'Don Bluth', 'Ulli Lommel', 'Gil Kenan', 'Robert Altman', 'Ethan Coen', 'Roland Emmerich', 'Lee Daniels', 'Henry Bean', 'Mikael Håfström', 'Tony Bill', 'Gary Goldman', 'Willard Huyck', 'Harold Becker', 'Anatole Litvak', 'Alan Parker', 'Michel Gondry', 'Gary David Goldberg', 'Isabel Coixet', 'Joshua Seftel', 'Ramón Menéndez', 'Steve Oedekerk', 'Spike Jonze', 'Herbert Ross', 'Gary Fleder', 'Kasper Barfoed', 'David Cronenberg', 'Peter Chelsom', 'Stuart Blumberg', 'Cameron Crowe', 'Harold Ramis', "Morgan O'Neill", 'Fred Schepisi', 'Roger Corman', 'Scott Walker', 'Frank Darabont', 'Tim Robbins', 'Dibakar Banerjee', 'David Grovic', 'Mark Pellington', 'Brian De Palma', 'Rob Reiner']]
Predicted Ans:    Roger Corman
Predicted Path:   Tapeheads --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Tapeheads --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.374447
Path Entropy(↓):  1.164031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie intruder in the dust were released in which years
Start Entity:     Intruder in the Dust
Gold Answer:      [['1978', '1946', '1933', '1957', '1969', '1955', '1958', '2013']]
Predicted Ans:    2013
Predicted Path:   Intruder in the Dust --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[release_year]--> 2013
Path (Raw):       Intruder in the Dust --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[release_year]--> 2013
Neg LogProb(↓):   0.036108
Path Entropy(↓):  0.207590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of delirious
Start Entity:     Delirious
Gold Answer:      [["Brewster's Millions", 'Flicka', 'Spaceballs', 'Silk', 'Matchstick Men', 'Airheads', 'Drag Me to Hell', 'Godzilla, King of the Monsters!', 'Monsters, Inc.', 'Gorilla at Large', 'Handsome Harry', 'The Mean Season', 'The Marksman', 'Crime of Passion', 'Monsters University', 'Rob the Mob', 'Armed and Dangerous', 'Murder by Numbers', 'Monster House', 'First Shot', 'Count Three and Pray', 'The Chosen One', 'Creator', 'Pitfall', 'First Daughter', 'Interview', 'Manhattan', 'Rise of the Zombies', 'Desperate', 'Ed and His Dead Mother', 'Living in Oblivion', 'A Cry in the Night', 'Going Berserk', 'Last Days', 'Hot to Trot', 'Splash', 'Escape from L.A.', 'The Cobbler', "Who's Harry Crumb?", 'Saint John of Las Vegas', 'Bad Moon', 'Funny Games', 'It Came from Hollywood', 'The Great Outdoors', 'Borderline', 'The Incredible Burt Wonderstone', 'Lap Dance', 'Volunteers', 'In the Soup', 'Canadian Bacon', 'Only the Lonely', 'Where the Truth Lies', 'The Big Lebowski', 'Personal Best', 'Khumba', 'Trees Lounge', 'Fargo', 'Summer Rental', 'Star 80', 'The Rescuers Down Under', 'Uncle Buck']]
Predicted Ans:    Bad Moon
Predicted Path:   Delirious --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon
Path (Raw):       Delirious --[No Operation]--> Delirious --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon
Neg LogProb(↓):   0.766752
Path Entropy(↓):  1.805526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in loser
Start Entity:     Loser
Gold Answer:      [['Jason Biggs', 'Mena Suvari']]
Predicted Ans:    James Franco
Predicted Path:   Loser --[starred_actors]--> Mena Suvari --[(INV) starred_actors]--> Sonny --[starred_actors]--> James Franco
Path (Raw):       Loser --[starred_actors]--> Mena Suvari --[(INV) starred_actors]--> Sonny --[starred_actors]--> James Franco
Neg LogProb(↓):   0.035520
Path Entropy(↓):  0.166803
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of the scout
Start Entity:     The Scout
Gold Answer:      [['Mrs. Winterbourne', 'Broadcast News', 'Escape from Planet Earth', 'Airheads', 'Finding Nemo', 'Real Life', 'Lost in America', 'The Air I Breathe', 'School Ties', 'George of the Jungle', 'Defending Your Life', 'Monkeybone', 'My First Mister', 'Encino Man', 'Still Breathing', 'The Passion of Darkly Noon', 'Furry Vengeance', 'The Mummy Returns', 'Journey to the Center of the Earth', 'Bedazzled', 'Mother', 'With Honors', 'Gods and Monsters', 'The Last Time', 'Unfaithfully Yours', 'The Muse', 'Inkheart', 'Extraordinary Measures', 'Looking for Comedy in the Muslim World', 'Drive', 'Pawn Shop Chronicles', 'The Nut Job', 'Modern Romance', 'Dudley Do-Right', 'Blast from the Past', 'The Mummy', 'The Quiet American']]
Predicted Ans:    Lost in America
Predicted Path:   The Scout --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Lost in America
Path (Raw):       The Scout --[starred_actors]--> Albert Brooks --[No Operation]--> Albert Brooks --[(INV) starred_actors]--> Lost in America
Neg LogProb(↓):   1.208400
Path Entropy(↓):  1.998947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of welcome to mooseport also starred in which films
Start Entity:     Welcome to Mooseport
Gold Answer:      [['Mississippi Burning', 'The Birdcage', 'Heist', 'Get Shorty', 'The Hunting Party', 'Superman', 'Under Fire', 'All Night Long', 'Unforgiven', 'March or Die', 'Hoosiers', 'The Replacements', 'Rob the Mob', 'Twice in a Lifetime', 'Bat*21', 'Downhill Racer', 'Bonnie and Clyde', 'Crimson Tide', 'Loose Cannons', 'Company Business', "Doctors' Wives", 'Bite the Bullet', 'Uncommon Valor', 'Target', 'The Quick and the Dead', 'Absolute Power', 'The French Connection', 'Enemy of the State', 'Class Action', 'Behind Enemy Lines', 'Wyatt Earp', 'The Royal Tenenbaums', 'Twilight', 'The Chamber', 'The Gypsy Moths', 'The Package', 'No Way Out', 'Prime Cut', 'Full Moon in Blue Water', 'Lucky Lady', 'The Poseidon Adventure', 'The Conversation', 'Under Suspicion', 'Narrow Margin', 'Superman II', 'French Connection II', 'Night Moves', 'Ice Age', 'Runaway Jury', 'I Never Sang for My Father', 'Eureka', 'Scarecrow', 'The Firm']]
Predicted Ans:    Gene Hackman
Predicted Path:   Welcome to Mooseport --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Narrow Margin --[starred_actors]--> Gene Hackman
Path (Raw):       Welcome to Mooseport --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Narrow Margin --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   1.960309
Path Entropy(↓):  2.527178
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the screenwriter of moulin rouge! were directed by who
Start Entity:     Moulin Rouge!
Gold Answer:      [['Jack Clayton', 'Elliott Nugent', 'Baz Luhrmann']]
Predicted Ans:    Elliott Nugent
Predicted Path:   Moulin Rouge! --[written_by]--> Baz Luhrmann --[(INV) written_by]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Path (Raw):       Moulin Rouge! --[written_by]--> Baz Luhrmann --[(INV) written_by]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   0.058558
Path Entropy(↓):  0.292142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ellen pollock starred movies
Start Entity:     Ellen Pollock
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Ellen Pollock --[(INV) starred_actors]--> So Evil, So Young --[release_year]--> 1961
Path (Raw):       Ellen Pollock --[No Operation]--> Ellen Pollock --[(INV) starred_actors]--> So Evil, So Young --[release_year]--> 1961
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in sissy spacek starred movies
Start Entity:     Sissy Spacek
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Sissy Spacek --[(INV) starred_actors]--> The River --[in_language]--> Finnish
Path (Raw):       Sissy Spacek --[No Operation]--> Sissy Spacek --[(INV) starred_actors]--> The River --[in_language]--> Finnish
Neg LogProb(↓):   0.681273
Path Entropy(↓):  0.701645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did rey reyes write the story for
Start Entity:     Rey Reyes
Gold Answer:      [['Blood of Redemption']]
Predicted Ans:    Blood of Redemption
Predicted Path:   Rey Reyes --[(INV) written_by]--> Blood of Redemption --[written_by]--> Shawn Sourgose --[(INV) written_by]--> Blood of Redemption
Path (Raw):       Rey Reyes --[(INV) written_by]--> Blood of Redemption --[written_by]--> Shawn Sourgose --[(INV) written_by]--> Blood of Redemption
Neg LogProb(↓):   0.131886
Path Entropy(↓):  0.442835
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the parent trap starred which actors
Start Entity:     The Parent Trap
Gold Answer:      [['Dennis Quaid', 'Lindsay Lohan', 'Natasha Richardson']]
Predicted Ans:    Dennis Quaid
Predicted Path:   The Parent Trap --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Path (Raw):       The Parent Trap --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.315343
Path Entropy(↓):  0.960866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about desert
Start Entity:     desert
Gold Answer:      [['Faster, Pussycat! Kill! Kill!', 'Fata Morgana', 'The Story of the Weeping Camel', 'Flight of the Phoenix', 'Planet of the Apes', 'Dune', 'Lawrence of Arabia']]
Predicted Ans:    Flight of the Phoenix
Predicted Path:   desert --[(INV) has_tags]--> Flight of the Phoenix --[has_tags]--> desert --[(INV) has_tags]--> Flight of the Phoenix
Path (Raw):       desert --[(INV) has_tags]--> Flight of the Phoenix --[has_tags]--> desert --[(INV) has_tags]--> Flight of the Phoenix
Neg LogProb(↓):   0.303812
Path Entropy(↓):  0.781633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by dean cameron fall under
Start Entity:     Dean Cameron
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dean Cameron --[(INV) starred_actors]--> Ski School --[has_genre]--> Comedy
Path (Raw):       Dean Cameron --[No Operation]--> Dean Cameron --[(INV) starred_actors]--> Ski School --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by tuff turf actors
Start Entity:     Tuff Turf
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Tuff Turf --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Path (Raw):       Tuff Turf --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.232881
Path Entropy(↓):  0.862306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by cold sweat actors
Start Entity:     Cold Sweat
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Cold Sweat --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       Cold Sweat --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   0.007913
Path Entropy(↓):  0.056660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by cassandra nicolaou were released in which years
Start Entity:     Cassandra Nicolaou
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Cassandra Nicolaou --[(INV) directed_by]--> Show Me --[release_year]--> 2004
Path (Raw):       Cassandra Nicolaou --[No Operation]--> Cassandra Nicolaou --[(INV) directed_by]--> Show Me --[release_year]--> 2004
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the basketball diaries
Start Entity:     The Basketball Diaries
Gold Answer:      [['Christopher Hampton', 'Marc Norman', 'Leila Conners', 'Nadia Conners', 'Scott McPherson', 'Dustin Lance Black', 'James Cameron', 'William Shakespeare', 'Jay Cocks', 'Quentin Tarantino', 'Blake Edwards', 'Ernest K. Gann', 'Tobias Wolff', 'Christopher Nolan', 'David Ignatius', 'Baz Luhrmann', 'Tom Robbins', 'Dennis Lehane', 'Simon Moore', 'Gus Van Sant', 'Leonardo DiCaprio', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'John Hodge', 'Alex Garland', "Louis L'Amour", 'William Monahan', 'Richard Yates', 'John Logan', 'Peter Hedges', 'David Stutman', 'Dale Wheatley', 'Randall Wallace', 'Jordan Belfort']]
Predicted Ans:    Randall Wallace
Predicted Path:   The Basketball Diaries --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Path (Raw):       The Basketball Diaries --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.025011
Path Entropy(↓):  0.160427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed doomsday prophecy
Start Entity:     Doomsday Prophecy
Gold Answer:      [['Jason Bourque']]
Predicted Ans:    Jason Bourque
Predicted Path:   Doomsday Prophecy --[directed_by]--> Jason Bourque --[(INV) directed_by]--> Shadow Company --[directed_by]--> Jason Bourque
Path (Raw):       Doomsday Prophecy --[directed_by]--> Jason Bourque --[(INV) directed_by]--> Shadow Company --[directed_by]--> Jason Bourque
Neg LogProb(↓):   0.034637
Path Entropy(↓):  0.168285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the vow in
Start Entity:     The Vow
Gold Answer:      [['English', 'Spanish', 'German']]
Predicted Ans:    English
Predicted Path:   The Vow --[starred_actors]--> Rachel McAdams --[(INV) starred_actors]--> Passion --[in_language]--> English
Path (Raw):       The Vow --[starred_actors]--> Rachel McAdams --[(INV) starred_actors]--> Passion --[in_language]--> English
Neg LogProb(↓):   0.301528
Path Entropy(↓):  0.766804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie kinky boots
Start Entity:     Kinky Boots
Gold Answer:      [['Andrew Davies', 'Jane Austen', 'David Riker', 'Sarah Williams', 'Kevin Hood', 'Jeremy Brock', 'Evelyn Waugh', 'Gwyneth Hughes', 'Donald Spoto', 'Sande Zeig', 'Monique Wittig']]
Predicted Ans:    Gwyneth Hughes
Predicted Path:   Kinky Boots --[directed_by]--> Julian Jarrold --[(INV) directed_by]--> The Girl --[written_by]--> Gwyneth Hughes
Path (Raw):       Kinky Boots --[directed_by]--> Julian Jarrold --[(INV) directed_by]--> The Girl --[written_by]--> Gwyneth Hughes
Neg LogProb(↓):   0.349615
Path Entropy(↓):  1.016910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the four seasons
Start Entity:     The Four Seasons
Gold Answer:      [['Meryl Streep', 'Joey Bishop', 'Alan Alda', 'Barbara Harris', 'Michelle Pfeiffer', 'Bob Hoskins', 'Rip Torn', 'Madeline Kahn', 'Anthony LaPaglia', 'Michael Caine']]
Predicted Ans:    Sandy Dennis
Predicted Path:   The Four Seasons --[written_by]--> Alan Alda --[(INV) written_by]--> The Four Seasons --[starred_actors]--> Sandy Dennis
Path (Raw):       The Four Seasons --[written_by]--> Alan Alda --[(INV) written_by]--> The Four Seasons --[starred_actors]--> Sandy Dennis
Neg LogProb(↓):   1.372399
Path Entropy(↓):  1.865081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by graham chapman
Start Entity:     Graham Chapman
Gold Answer:      [['1983', '1975']]
Predicted Ans:    1975
Predicted Path:   Graham Chapman --[(INV) starred_actors]--> Monty Python and the Holy Grail --[release_year]--> 1975
Path (Raw):       Graham Chapman --[No Operation]--> Graham Chapman --[(INV) starred_actors]--> Monty Python and the Holy Grail --[release_year]--> 1975
Neg LogProb(↓):   0.003961
Path Entropy(↓):  0.029162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote nadja
Start Entity:     Nadja
Gold Answer:      [['2000', '1964', '2009', '1948', '1990', '1991', '1996', '2002', '1969']]
Predicted Ans:    1990
Predicted Path:   Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Hamlet --[release_year]--> 1990
Path (Raw):       Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Hamlet --[release_year]--> 1990
Neg LogProb(↓):   0.857753
Path Entropy(↓):  1.661630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the angriest man in brooklyn
Start Entity:     The Angriest Man in Brooklyn
Gold Answer:      [['Assi Dayan']]
Predicted Ans:    Assi Dayan
Predicted Path:   The Angriest Man in Brooklyn --[written_by]--> Assi Dayan --[(INV) written_by]--> The Angriest Man in Brooklyn --[written_by]--> Assi Dayan
Path (Raw):       The Angriest Man in Brooklyn --[written_by]--> Assi Dayan --[(INV) written_by]--> The Angriest Man in Brooklyn --[written_by]--> Assi Dayan
Neg LogProb(↓):   0.023616
Path Entropy(↓):  0.110789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the deadly trap is also the director of which films
Start Entity:     The Deadly Trap
Gold Answer:      [['The Damned', 'Is Paris Burning?', 'Gervaise', 'Purple Noon', 'Forbidden Games']]
Predicted Ans:    The Damned
Predicted Path:   The Deadly Trap --[directed_by]--> René Clément --[(INV) directed_by]--> The Damned
Path (Raw):       The Deadly Trap --[directed_by]--> René Clément --[(INV) directed_by]--> The Damned --[No Operation]--> The Damned
Neg LogProb(↓):   0.457884
Path Entropy(↓):  1.159523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the notorious landlady
Start Entity:     The Notorious Landlady
Gold Answer:      [['Richard Lester', 'Richard Quine', 'Blake Edwards', 'Bryan Forbes', 'Sydney Pollack', 'Nicholas Stoller', 'Carl Reiner', 'Buster Keaton', 'Norman Jewison', 'Ralph Nelson', 'Stanley Donen', 'Bruce Beresford', 'Alexander Hall', 'John G. Avildsen', 'François Truffaut', 'Glenn Jordan', 'Bud Yorkin']]
Predicted Ans:    Richard Lester
Predicted Path:   The Notorious Landlady --[written_by]--> Larry Gelbart --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Path (Raw):       The Notorious Landlady --[written_by]--> Larry Gelbart --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Neg LogProb(↓):   1.345358
Path Entropy(↓):  1.199185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by hans szekely
Start Entity:     Hans Székely
Gold Answer:      [['Frank Borzage']]
Predicted Ans:    Frank Borzage
Predicted Path:   Hans Székely --[(INV) written_by]--> Desire --[directed_by]--> Frank Borzage
Path (Raw):       Hans Székely --[No Operation]--> Hans Székely --[(INV) written_by]--> Desire --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with paul logan
Start Entity:     Paul Logan
Gold Answer:      [['Tiffany', 'Barry Williams']]
Predicted Ans:    Paul Logan
Predicted Path:   Paul Logan --[(INV) starred_actors]--> Mega Piranha --[starred_actors]--> Paul Logan
Path (Raw):       Paul Logan --[No Operation]--> Paul Logan --[(INV) starred_actors]--> Mega Piranha --[starred_actors]--> Paul Logan
Neg LogProb(↓):   0.278541
Path Entropy(↓):  0.723020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the writer of the film the scent of green papaya
Start Entity:     The Scent of Green Papaya
Gold Answer:      [['Tran Anh Hung']]
Predicted Ans:    Tran Anh Hung
Predicted Path:   The Scent of Green Papaya --[written_by]--> Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung
Path (Raw):       The Scent of Green Papaya --[written_by]--> Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung
Neg LogProb(↓):   0.000805
Path Entropy(↓):  0.007416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by gary sinyor
Start Entity:     Gary Sinyor
Gold Answer:      [["Chris O'Donnell", 'Renée Zellweger']]
Predicted Ans:    Renée Zellweger
Predicted Path:   Gary Sinyor --[(INV) directed_by]--> The Bachelor --[starred_actors]--> Renée Zellweger
Path (Raw):       Gary Sinyor --[No Operation]--> Gary Sinyor --[(INV) directed_by]--> The Bachelor --[starred_actors]--> Renée Zellweger
Neg LogProb(↓):   0.525182
Path Entropy(↓):  0.676390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by rosemary harris
Start Entity:     Rosemary Harris
Gold Answer:      [['Israel Horovitz', 'István Szabó', 'Alex Garland']]
Predicted Ans:    István Szabó
Predicted Path:   Rosemary Harris --[(INV) starred_actors]--> Sunshine --[written_by]--> István Szabó
Path (Raw):       Rosemary Harris --[No Operation]--> Rosemary Harris --[(INV) starred_actors]--> Sunshine --[written_by]--> István Szabó
Neg LogProb(↓):   0.604541
Path Entropy(↓):  0.698261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did paola mendoza write
Start Entity:     Paola Mendoza
Gold Answer:      [['Entre nos']]
Predicted Ans:    Entre nos
Predicted Path:   Paola Mendoza --[(INV) written_by]--> Entre nos --[written_by]--> Paola Mendoza --[(INV) written_by]--> Entre nos
Path (Raw):       Paola Mendoza --[(INV) written_by]--> Entre nos --[written_by]--> Paola Mendoza --[(INV) written_by]--> Entre nos
Neg LogProb(↓):   0.001141
Path Entropy(↓):  0.008883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in you will meet a tall dark stranger
Start Entity:     You Will Meet a Tall Dark Stranger
Gold Answer:      [['Gemma Jones', 'Pauline Collins', 'Anthony Hopkins']]
Predicted Ans:    Gemma Jones
Predicted Path:   You Will Meet a Tall Dark Stranger --[starred_actors]--> Gemma Jones --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[starred_actors]--> Gemma Jones
Path (Raw):       You Will Meet a Tall Dark Stranger --[starred_actors]--> Gemma Jones --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[starred_actors]--> Gemma Jones
Neg LogProb(↓):   0.150334
Path Entropy(↓):  0.555122
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie ernest in the army were released in which years
Start Entity:     Ernest in the Army
Gold Answer:      [['1995', '1988', '1997', '1990', '1993', '1991', '1987', '1986']]
Predicted Ans:    1986
Predicted Path:   Ernest in the Army --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Dr. Otto and the Riddle of the Gloom Beam --[release_year]--> 1986
Path (Raw):       Ernest in the Army --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Dr. Otto and the Riddle of the Gloom Beam --[release_year]--> 1986
Neg LogProb(↓):   0.909473
Path Entropy(↓):  1.488038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by julianna margulies
Start Entity:     Julianna Margulies
Gold Answer:      [['2001', '1997', '2002', '2009']]
Predicted Ans:    2001
Predicted Path:   Julianna Margulies --[(INV) starred_actors]--> The Man from Elysian Fields --[release_year]--> 2001
Path (Raw):       Julianna Margulies --[No Operation]--> Julianna Margulies --[(INV) starred_actors]--> The Man from Elysian Fields --[release_year]--> 2001
Neg LogProb(↓):   0.316371
Path Entropy(↓):  0.639813
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie there was a crooked man... are directed by who
Start Entity:     There Was a Crooked Man...
Gold Answer:      [['Felix E. Feist', 'Delmer Daves', 'Leigh Jason', 'John Milius', 'William A. Wellman', 'Mark Rydell', 'Leslie Fenton', 'Ovidio G. Assonitis', 'Lewis Milestone', 'Otto Preminger', 'Melville Shavelson', 'Mario Camerini', 'Don Siegel', 'Victor Saville', 'Tony Richardson', 'James Goldstone', 'William Wyler', 'Steve Miner', 'Monte Hellman', 'Sam Peckinpah', 'Fritz Lang', 'Tay Garnett', 'Richard Fleischer', 'Bob Rafelson', 'Mervyn LeRoy', 'Guy Green', 'Peter Fonda', 'Richard Thorpe', 'Graham Baker', 'Billy Wilder', 'Stanley Kubrick', 'Pupi Avati', 'Anthony Mann', 'Jules Dassin', 'Vincent J. Donehue', 'Stanley Donen', 'Irving Reis', 'Joseph L. Mankiewicz', 'Howard Hawks', 'Burt Kennedy', 'John Cromwell', 'Vincent McEveety', 'Ivan Reitman', 'Joseph Strick', 'Preston Sturges', 'Jeff Kanew', 'Ron Howard', 'Gottfried Reinhardt', 'King Vidor', 'Robert Aldrich', 'Henry Hathaway', 'Jack Smight', 'George Marshall', 'Franklin J. Schaffner', 'Martin Ritt', 'Michael Curtiz', 'Henry King', 'Mario Van Peebles', 'David Miller', 'Andrew Davis', 'Sergio Leone', 'Wesley Ruggles', 'John Sturges', 'Vincente Minnelli', 'Kirk Douglas', 'Alfred Hitchcock', 'Fielder Cook', 'Malcolm D. Lee', 'Norman Jewison', 'Terrence Malick', 'Elia Kazan', 'Brian De Palma', 'Edward Dmytryk', 'Max Nosseck', 'John Huston', 'Bud Yorkin', 'Richard Quine', 'William Friedkin', 'Raoul Walsh', 'John Ford', 'John Frankenheimer', 'Jim McBride', 'Ken Annakin', 'Mark Robson', 'Anatole Litvak', 'Jonathan Lynn', 'Jacques Tourneur', 'John Barry', 'Paul Newman', 'Don Taylor', 'Joshua Logan', 'Stuart Paton', 'Hal Needham', 'Gene Kelly', 'Fred Schepisi', 'Fred Zinnemann', 'George Stevens', 'Charles Martin']]
Predicted Ans:    Sergio Leone
Predicted Path:   There Was a Crooked Man... --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Path (Raw):       There Was a Crooked Man... --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Neg LogProb(↓):   1.251000
Path Entropy(↓):  2.742841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of goodbye solo
Start Entity:     Goodbye Solo
Gold Answer:      [['Werner Herzog', 'Michael Shannon', 'Andrew Garfield', 'Laura Dern']]
Predicted Ans:    Michael Shannon
Predicted Path:   Goodbye Solo --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes --[starred_actors]--> Michael Shannon
Path (Raw):       Goodbye Solo --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.001226
Path Entropy(↓):  0.011167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the pride of the yankees
Start Entity:     The Pride of the Yankees
Gold Answer:      [['The Last Command', 'The Westerner', 'Poseidon', 'Pennies from Heaven', 'Crash Dive', 'The Pride of St. Louis', 'Leave Her to Heaven', 'Platinum Blonde', 'The Three Lives of Thomasina', 'A Lady Takes a Chance', 'Dinner at Eight', 'Double Wedding', 'Ladies of Leisure', 'Guys and Dolls', "The Whole Town's Talking", 'Forbidden', 'Lili', 'The Poseidon Adventure']]
Predicted Ans:    Guys and Dolls
Predicted Path:   The Pride of the Yankees --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls
Path (Raw):       The Pride of the Yankees --[written_by]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls --[No Operation]--> Guys and Dolls
Neg LogProb(↓):   0.727544
Path Entropy(↓):  1.696461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the first men in the moon
Start Entity:     The First Men in the Moon
Gold Answer:      [['Guy Pearce', 'Marlon Brando', 'Pamela Franklin', 'Marjoe Gortner', 'Sienna Guillory', 'Rod Taylor', 'Mark Addy', 'Alan Young', 'David Thewlis', 'Phyllida Law', 'Val Kilmer', 'Michael York', 'Barbara Carrera', 'Ralph Meeker', 'Nigel Davenport', 'Burt Lancaster', 'Yvette Mimieux', 'Jon Cypher', 'Fairuza Balk']]
Predicted Ans:    Burt Lancaster
Predicted Path:   The First Men in the Moon --[written_by]--> H.G. Wells --[(INV) written_by]--> The Island of Dr. Moreau --[starred_actors]--> Burt Lancaster
Path (Raw):       The First Men in the Moon --[written_by]--> H.G. Wells --[(INV) written_by]--> The Island of Dr. Moreau --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   1.102988
Path Entropy(↓):  1.842710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote house party
Start Entity:     House Party
Gold Answer:      [['Bruce W. Smith']]
Predicted Ans:    Bruce W. Smith
Predicted Path:   House Party --[written_by]--> Reginald Hudlin --[(INV) written_by]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Path (Raw):       House Party --[written_by]--> Reginald Hudlin --[(INV) written_by]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie hour of the wolf in
Start Entity:     Hour of the Wolf
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Hour of the Wolf --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       Hour of the Wolf --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.964599
Path Entropy(↓):  2.796986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by howl screenwriters
Start Entity:     Howl
Gold Answer:      [['Documentary', 'History']]
Predicted Ans:    Documentary
Predicted Path:   Howl --[written_by]--> Rob Epstein --[(INV) written_by]--> The Celluloid Closet --[has_genre]--> Documentary
Path (Raw):       Howl --[written_by]--> Rob Epstein --[(INV) written_by]--> The Celluloid Closet --[has_genre]--> Documentary
Neg LogProb(↓):   0.017985
Path Entropy(↓):  0.102321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by thomas malory
Start Entity:     Thomas Malory
Gold Answer:      [['Richard Thorpe', 'John Boorman']]
Predicted Ans:    Richard Thorpe
Predicted Path:   Thomas Malory --[(INV) written_by]--> Knights of the Round Table --[directed_by]--> Richard Thorpe
Path (Raw):       Thomas Malory --[No Operation]--> Thomas Malory --[(INV) written_by]--> Knights of the Round Table --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.002327
Path Entropy(↓):  0.016414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed instructions not included
Start Entity:     Instructions Not Included
Gold Answer:      [['Eugenio Derbez']]
Predicted Ans:    Eugenio Derbez
Predicted Path:   Instructions Not Included --[directed_by]--> Eugenio Derbez --[(INV) directed_by]--> Instructions Not Included --[directed_by]--> Eugenio Derbez
Path (Raw):       Instructions Not Included --[directed_by]--> Eugenio Derbez --[(INV) directed_by]--> Instructions Not Included --[directed_by]--> Eugenio Derbez
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie excuse my dust are written by who
Start Entity:     Excuse My Dust
Gold Answer:      [['Laurence Gross', 'George Wells', 'Edward Childs Carpenter']]
Predicted Ans:    George Wells
Predicted Path:   Excuse My Dust --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Three Little Words --[written_by]--> George Wells
Path (Raw):       Excuse My Dust --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Three Little Words --[written_by]--> George Wells
Neg LogProb(↓):   0.012665
Path Entropy(↓):  0.083262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is sniper
Start Entity:     Sniper
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Sniper --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Sniper --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.032865
Path Entropy(↓):  2.514795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by tawny kitaen
Start Entity:     Tawny Kitaen
Gold Answer:      [['Neal Israel']]
Predicted Ans:    Neal Israel
Predicted Path:   Tawny Kitaen --[(INV) starred_actors]--> Bachelor Party --[directed_by]--> Neal Israel
Path (Raw):       Tawny Kitaen --[No Operation]--> Tawny Kitaen --[(INV) starred_actors]--> Bachelor Party --[directed_by]--> Neal Israel
Neg LogProb(↓):   0.114278
Path Entropy(↓):  0.365375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Duncan jones directed which movies
Start Entity:     Duncan Jones
Gold Answer:      [['Source Code', 'Moon']]
Predicted Ans:    Moon
Predicted Path:   Duncan Jones --[(INV) directed_by]--> Source Code --[directed_by]--> Duncan Jones --[(INV) directed_by]--> Moon
Path (Raw):       Duncan Jones --[(INV) directed_by]--> Source Code --[directed_by]--> Duncan Jones --[(INV) directed_by]--> Moon
Neg LogProb(↓):   1.209682
Path Entropy(↓):  1.375663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie young guns were in which languages
Start Entity:     Young Guns
Gold Answer:      [['Dutch', 'English', 'French', 'Korean']]
Predicted Ans:    Korean
Predicted Path:   Young Guns --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Path (Raw):       Young Guns --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.002082
Path Entropy(↓):  0.017804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film malice
Start Entity:     Malice
Gold Answer:      [['1995', '1992', '2010', '1991', '1996', '2014', '2011', '2013', '2007']]
Predicted Ans:    1993
Predicted Path:   Malice --[written_by]--> Scott Frank --[(INV) written_by]--> Malice --[release_year]--> 1993
Path (Raw):       Malice --[written_by]--> Scott Frank --[(INV) written_by]--> Malice --[release_year]--> 1993
Neg LogProb(↓):   0.304229
Path Entropy(↓):  0.817656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who in the world wrote bloodbrothers
Start Entity:     Bloodbrothers
Gold Answer:      [['Richard Price']]
Predicted Ans:    Philip Kaufman
Predicted Path:   Bloodbrothers --[written_by]--> Richard Price --[(INV) written_by]--> The Wanderers --[written_by]--> Philip Kaufman
Path (Raw):       Bloodbrothers --[written_by]--> Richard Price --[(INV) written_by]--> The Wanderers --[written_by]--> Philip Kaufman
Neg LogProb(↓):   0.174467
Path Entropy(↓):  0.480103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by the writer of alice in wonderland
Start Entity:     Alice in Wonderland
Gold Answer:      [['Héctor Alterio', 'Norma Aleandro', 'Cary Grant', 'Gregory Peck', 'Michael Caine', 'Cliff Robertson', 'Joe Mantegna', "Paige O'Hara", 'Richard White', 'George Sanders', 'Warren William', 'Brendan Fraser', 'Bette Davis', 'Linda Darnell', 'Finlay Currie', 'Jeremy Irons', 'George Raft', 'Thomas Mitchell', 'Gene Hackman', 'Beatriz Batarda', 'Glenn Langan', 'Miguel Guilherme', 'Nuno Lopes', 'Ana Bustorff', 'Mia Farrow', 'Richard Burton', 'Stephen McNally', 'Audie Murphy', 'Clark Gable', 'Ann Sothern', 'Kristýna Kohoutová', 'Anne Baxter', 'Susan Hayward', 'Gene Tierney', 'Michael Redgrave', 'Jeanne Crain', 'Vivian Blaine', 'Michael Palin', 'Claudette Colbert', 'Walter Huston', 'Sean Young', 'William Hurt', 'Léa Seydoux', 'Robert Coogan', 'Jackie Searl', 'Mitzi Green', 'Jean Marais', 'Will Patton', 'Ava Gardner', 'Frank Sinatra', 'Vincent Price', 'Estella Warren', 'Rhett Giles', 'Victor Parascos', 'Robby Benson', 'Matthew Broderick', 'Jack Oakie', 'Capucine', 'Charles Laughton', 'Rex Harrison', 'Do Thi Hai Yen', 'Joan Crawford', 'Kevin Costner', 'James Earl Jones', 'Kirk Douglas', 'Vincent Cassel', 'Humphrey Bogart', 'Robert Montgomery', 'Gary Cooper', 'Marlon Brando', 'Elizabeth Taylor', 'Henry Wilcoxon', 'Richard Widmark', 'Celeste Holm', 'Jonathan Taylor Thomas', 'Hume Cronyn', 'Jackie Cooper', "Edmond O'Brien", 'Angelina Jolie', 'Sidney Poitier', 'Jerry Orbach', 'Jean Simmons', 'Giorgia Moll', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Josette Day']]
Predicted Ans:    Michael Redgrave
Predicted Path:   Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Path (Raw):       Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   1.533334
Path Entropy(↓):  3.125658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of the sea wolf
Start Entity:     The Sea Wolf
Gold Answer:      [['Jack London', 'Robert Rossen']]
Predicted Ans:    Robert Rossen
Predicted Path:   The Sea Wolf --[written_by]--> Robert Rossen --[(INV) written_by]--> Alexander the Great --[written_by]--> Robert Rossen
Path (Raw):       The Sea Wolf --[written_by]--> Robert Rossen --[(INV) written_by]--> Alexander the Great --[written_by]--> Robert Rossen
Neg LogProb(↓):   0.487764
Path Entropy(↓):  0.696732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by william wheeler
Start Entity:     William Wheeler
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   William Wheeler --[(INV) written_by]--> The Hoax --[has_genre]--> Drama
Path (Raw):       William Wheeler --[No Operation]--> William Wheeler --[(INV) written_by]--> The Hoax --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of kamir ainouz written films
Start Entity:     Kamir Aïnouz
Gold Answer:      [['Joe Swanberg', 'Lisa Azuelos']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Kamir Aïnouz --[(INV) written_by]--> LOL --[directed_by]--> Joe Swanberg
Path (Raw):       Kamir Aïnouz --[No Operation]--> Kamir Aïnouz --[(INV) written_by]--> LOL --[directed_by]--> Joe Swanberg
Neg LogProb(↓):   0.047115
Path Entropy(↓):  0.186631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about john boulting
Start Entity:     john boulting
Gold Answer:      [['Brighton Rock', 'The Magic Box', "I'm All Right Jack", 'Seven Days to Noon']]
Predicted Ans:    Seven Days to Noon
Predicted Path:   john boulting --[(INV) has_tags]--> Seven Days to Noon --[written_by]--> James Bernard --[(INV) written_by]--> Seven Days to Noon
Path (Raw):       john boulting --[(INV) has_tags]--> Seven Days to Noon --[written_by]--> James Bernard --[(INV) written_by]--> Seven Days to Noon
Neg LogProb(↓):   0.654195
Path Entropy(↓):  1.219591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did nathan fillion star in
Start Entity:     Nathan Fillion
Gold Answer:      [['Slither', 'Much Ado About Nothing']]
Predicted Ans:    Much Ado About Nothing
Predicted Path:   Nathan Fillion --[(INV) starred_actors]--> Much Ado About Nothing --[starred_actors]--> Amy Acker --[(INV) starred_actors]--> Much Ado About Nothing
Path (Raw):       Nathan Fillion --[(INV) starred_actors]--> Much Ado About Nothing --[starred_actors]--> Amy Acker --[(INV) starred_actors]--> Much Ado About Nothing
Neg LogProb(↓):   0.301898
Path Entropy(↓):  0.591463
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by daniel macivor
Start Entity:     Daniel MacIvor
Gold Answer:      [['Wiebke von Carolsfeld']]
Predicted Ans:    Daniel MacIvor
Predicted Path:   Daniel MacIvor --[(INV) directed_by]--> Wilby Wonderful --[directed_by]--> Daniel MacIvor
Path (Raw):       Daniel MacIvor --[No Operation]--> Daniel MacIvor --[(INV) directed_by]--> Wilby Wonderful --[directed_by]--> Daniel MacIvor
Neg LogProb(↓):   0.017036
Path Entropy(↓):  0.100854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of conversations with my gardener
Start Entity:     Conversations with My Gardener
Gold Answer:      [['Love Me No More', 'My Afternoons with Margueritte']]
Predicted Ans:    My Afternoons with Margueritte
Predicted Path:   Conversations with My Gardener --[written_by]--> Jean Becker --[(INV) written_by]--> My Afternoons with Margueritte
Path (Raw):       Conversations with My Gardener --[No Operation]--> Conversations with My Gardener --[written_by]--> Jean Becker --[(INV) written_by]--> My Afternoons with Margueritte
Neg LogProb(↓):   0.483568
Path Entropy(↓):  0.745469
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer wally kline
Start Entity:     Wally Kline
Gold Answer:      [['Errol Flynn', 'Olivia de Havilland']]
Predicted Ans:    Olivia de Havilland
Predicted Path:   Wally Kline --[(INV) written_by]--> They Died with Their Boots On --[starred_actors]--> Olivia de Havilland
Path (Raw):       Wally Kline --[No Operation]--> Wally Kline --[(INV) written_by]--> They Died with Their Boots On --[starred_actors]--> Olivia de Havilland
Neg LogProb(↓):   0.144572
Path Entropy(↓):  0.395052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the golden compass
Start Entity:     The Golden Compass
Gold Answer:      [['Nicole Kidman', 'Dakota Blue Richards', 'Daniel Craig']]
Predicted Ans:    Nicole Kidman
Predicted Path:   The Golden Compass --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[starred_actors]--> Nicole Kidman
Path (Raw):       The Golden Compass --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.442056
Path Entropy(↓):  0.903431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of irma vep
Start Entity:     Irma Vep
Gold Answer:      [['Boarding Gate', 'Late August, Early September', 'Clean', 'Something in the Air', 'Summer Hours', 'Clouds of Sils Maria', 'Demonlover']]
Predicted Ans:    Boarding Gate
Predicted Path:   Irma Vep --[written_by]--> Olivier Assayas --[(INV) written_by]--> Boarding Gate
Path (Raw):       Irma Vep --[written_by]--> Olivier Assayas --[(INV) written_by]--> Boarding Gate --[No Operation]--> Boarding Gate
Neg LogProb(↓):   1.075406
Path Entropy(↓):  1.902964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the reckless moment
Start Entity:     The Reckless Moment
Gold Answer:      [['Guy de Maupassant', 'Max Ophüls', 'Libbie Block', 'Stefan Zweig', 'Arthur Schnitzler']]
Predicted Ans:    Libbie Block
Predicted Path:   The Reckless Moment --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Caught --[written_by]--> Libbie Block
Path (Raw):       The Reckless Moment --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Caught --[written_by]--> Libbie Block
Neg LogProb(↓):   0.020478
Path Entropy(↓):  0.116182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film wake of the red witch are directed by who
Start Entity:     Wake of the Red Witch
Gold Answer:      [['Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'William C. McGann', 'Robert Montgomery', 'George Waggner', 'Robert N. Bradbury', 'William A. Wellman', 'Harry L. Fraser', 'Mark Rydell', 'Gordon Douglas', 'Ray Enright', 'Frank Borzage', 'Kathryn Bigelow', 'Dick Powell', 'Henry Hathaway', 'Otto Preminger', 'Raoul Walsh', 'John Ford', 'Nicholas Ray', 'Vincent Sherman', 'Mack V. Wright', 'Michael Curtiz', 'Jules Dassin', 'S. Sylvan Simon', 'George Sherman', 'Budd Boetticher', 'Stuart Millar', 'Allan Dwan', 'James Edward Grant', 'John Wayne', 'Edward Ludwig', 'Douglas Hickox', 'Arthur Lubin', 'Joseph Kane', 'Joseph Losey', 'John Sturges', 'Andrew V. McLaglen', 'Peter Godfrey', 'Don Siegel', 'John Farrow', 'George Seaton', 'Melvin Frank', 'Delbert Mann', 'John Lee Hancock', 'Sydney Pollack', 'Albert S. Rogell', 'Edwin L. Marin', 'Jules Furthman', 'Josef von Sternberg', 'Lewis Seiler', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    John Ford
Predicted Path:   Wake of the Red Witch --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[directed_by]--> John Ford
Path (Raw):       Wake of the Red Witch --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[directed_by]--> John Ford
Neg LogProb(↓):   1.208075
Path Entropy(↓):  2.710748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the chumscrubber actors
Start Entity:     The Chumscrubber
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Chumscrubber --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> Defiance --[in_language]--> German
Path (Raw):       The Chumscrubber --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> Defiance --[in_language]--> German
Neg LogProb(↓):   0.341868
Path Entropy(↓):  0.793579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the letter were in which genres
Start Entity:     The Letter
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Horror', 'History', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Letter --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[has_genre]--> Drama
Path (Raw):       The Letter --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[has_genre]--> Drama
Neg LogProb(↓):   0.496103
Path Entropy(↓):  1.509758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of ninotchka also starred in which films
Start Entity:     Ninotchka
Gold Answer:      [['Too Many Husbands', 'Annie Oakley', 'The Great Sinner', 'Grand Hotel', 'The Americanization of Emily', 'A Woman of Affairs', 'Hotel', "There's Always a Woman", "A Woman's Secret", 'The Sea of Grass', 'The Kiss', 'Advance to the Rear', 'The Temptress', 'Angel', 'That Uncertain Feeling', 'The Painted Veil', 'Mata Hari', 'Being There', 'The Old Dark House', 'I Met Him in Paris', 'Anna Karenina', 'Queen Christina', "A Woman's Face", 'Conquest', 'The Tenant', 'Ghost Story', 'Camille', 'The Vampire Bat', 'The Mysterious Lady', 'I Never Sang for My Father', 'Theodora Goes Wild', 'Hud', 'Anna Christie']]
Predicted Ans:    Anna Christie
Predicted Path:   Ninotchka --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Anna Christie
Path (Raw):       Ninotchka --[starred_actors]--> Greta Garbo --[No Operation]--> Greta Garbo --[(INV) starred_actors]--> Anna Christie
Neg LogProb(↓):   1.272413
Path Entropy(↓):  2.476679
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was kay kyser an actor in
Start Entity:     Kay Kyser
Gold Answer:      [["You'll Find Out"]]
Predicted Ans:    You'll Find Out
Predicted Path:   Kay Kyser --[(INV) starred_actors]--> You'll Find Out --[starred_actors]--> Kay Kyser --[(INV) starred_actors]--> You'll Find Out
Path (Raw):       Kay Kyser --[(INV) starred_actors]--> You'll Find Out --[starred_actors]--> Kay Kyser --[(INV) starred_actors]--> You'll Find Out
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie sleepers
Start Entity:     Sleepers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sleepers --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Sleepers --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.307926
Path Entropy(↓):  4.564912
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by michael pas were written by who
Start Entity:     Michael Pas
Gold Answer:      [['Stijn Coninx', 'Louis Paul Boon']]
Predicted Ans:    Stijn Coninx
Predicted Path:   Michael Pas --[(INV) starred_actors]--> Daens --[written_by]--> Stijn Coninx
Path (Raw):       Michael Pas --[No Operation]--> Michael Pas --[(INV) starred_actors]--> Daens --[written_by]--> Stijn Coninx
Neg LogProb(↓):   0.063374
Path Entropy(↓):  0.230823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of hanna is also the director of which movies
Start Entity:     Hanna
Gold Answer:      [['Atonement', 'The Soloist', 'Anna Karenina']]
Predicted Ans:    Anna Karenina
Predicted Path:   Hanna --[directed_by]--> Joe Wright --[(INV) directed_by]--> Anna Karenina
Path (Raw):       Hanna --[directed_by]--> Joe Wright --[(INV) directed_by]--> Anna Karenina --[No Operation]--> Anna Karenina
Neg LogProb(↓):   0.480281
Path Entropy(↓):  0.794474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by everybody's woman screenwriters
Start Entity:     Everybody's Woman
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Everybody's Woman --[written_by]--> Max Ophüls --[(INV) written_by]--> Everybody's Woman --[has_genre]--> Drama
Path (Raw):       Everybody's Woman --[written_by]--> Max Ophüls --[(INV) written_by]--> Everybody's Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.041982
Path Entropy(↓):  0.177485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of wings of courage
Start Entity:     Wings of Courage
Gold Answer:      [['Thunderheart', 'Batman Forever', 'Dominick and Eugene', 'A River Runs Through It', 'Streets of Blood', 'Wonderland', 'That Was Then... This Is Now', 'Played', 'The Program', "She's Having a Baby", 'Heat', 'The Traveler', 'The Hunchback of Notre Dame', 'The Inner Circle', 'Racing with the Moon', 'Head Above Water', 'Maze', 'At First Sight', 'Kiss Kiss Bang Bang', 'Tombstone', 'Twixt', 'MacGruber', 'Top Gun', 'Lovesick', 'The Real McCoy', 'True Romance', 'The Thaw', 'The Favor', 'Slam Dance', 'The Saint', 'Sleep with Me', 'Nightbreed', 'Blood Out', 'Animal House', 'The Island of Dr. Moreau', "The Handmaid's Tale", 'Red Planet', 'Cheerful Weather for the Wedding', 'The Bedroom Window', 'Blind Horizon', 'Spartan', 'The Doors', 'A Shock to the System', 'The Ghost and the Darkness', 'Conspiracy', 'Fire in the Sky', 'Kill the Irishman', 'The Salton Sea', 'Willow', 'The Grave', 'Real Genius']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   Wings of Courage --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       Wings of Courage --[starred_actors]--> Val Kilmer --[No Operation]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.581922
Path Entropy(↓):  1.462528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by selwyn jepson
Start Entity:     Selwyn Jepson
Gold Answer:      [['1950', '2014']]
Predicted Ans:    2014
Predicted Path:   Selwyn Jepson --[(INV) written_by]--> Stage Fright --[release_year]--> 2014
Path (Raw):       Selwyn Jepson --[No Operation]--> Selwyn Jepson --[(INV) written_by]--> Stage Fright --[release_year]--> 2014
Neg LogProb(↓):   0.516305
Path Entropy(↓):  0.674325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by susan anton were released in which years
Start Entity:     Susan Anton
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Susan Anton --[(INV) starred_actors]--> Goldengirl --[release_year]--> 1979
Path (Raw):       Susan Anton --[No Operation]--> Susan Anton --[(INV) starred_actors]--> Goldengirl --[release_year]--> 1979
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter nickolas perry
Start Entity:     Nickolas Perry
Gold Answer:      [['Jesse Bradford', 'Jordan Brower', 'Jonathan Taylor Thomas', 'Daryl Hannah']]
Predicted Ans:    Daryl Hannah
Predicted Path:   Nickolas Perry --[(INV) written_by]--> Speedway Junky --[starred_actors]--> Daryl Hannah
Path (Raw):       Nickolas Perry --[No Operation]--> Nickolas Perry --[(INV) written_by]--> Speedway Junky --[starred_actors]--> Daryl Hannah
Neg LogProb(↓):   0.547516
Path Entropy(↓):  0.771666
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is secret of the wings
Start Entity:     Secret of the Wings
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Secret of the Wings --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Secret of the Wings --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.991741
Path Entropy(↓):  1.514540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie no are directed by who
Start Entity:     No
Gold Answer:      [['Nicole Kassell', 'Michel Gondry', 'Walter Salles', 'Pedro Almodóvar', 'Lukas Moodysson', 'Icíar Bollaín', 'Alfonso Cuarón', 'James Marsh', 'Gary Winick', 'Carlos Cuarón']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   No --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[directed_by]--> Pedro Almodóvar
Path (Raw):       No --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[directed_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.042121
Path Entropy(↓):  0.173027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by billy kent release
Start Entity:     Billy Kent
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Billy Kent --[(INV) written_by]--> The Oh in Ohio --[release_year]--> 2006
Path (Raw):       Billy Kent --[No Operation]--> Billy Kent --[(INV) written_by]--> The Oh in Ohio --[release_year]--> 2006
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by charles t. kanganis
Start Entity:     Charles T. Kanganis
Gold Answer:      [['James Belushi']]
Predicted Ans:    James Belushi
Predicted Path:   Charles T. Kanganis --[(INV) directed_by]--> K-911 --[starred_actors]--> James Belushi
Path (Raw):       Charles T. Kanganis --[No Operation]--> Charles T. Kanganis --[(INV) directed_by]--> K-911 --[starred_actors]--> James Belushi
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe clean
Start Entity:     Clean
Gold Answer:      [['olivier assayas']]
Predicted Ans:    olivier assayas
Predicted Path:   Clean --[has_tags]--> olivier assayas --[(INV) has_tags]--> Something in the Air --[has_tags]--> olivier assayas
Path (Raw):       Clean --[has_tags]--> olivier assayas --[(INV) has_tags]--> Something in the Air --[has_tags]--> olivier assayas
Neg LogProb(↓):   0.985425
Path Entropy(↓):  1.336519
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film lean on me
Start Entity:     Lean on Me
Gold Answer:      [['Thomas Berger', 'Thomas Rickman', 'Bryce Courtenay', 'Warren Lane', 'Larry Gelbart', 'Buster Keaton', 'Claude Lelouch', 'Farah Khan', 'Sylvester Stallone', 'Joan Tewkesbury', 'Larry Brown', 'Robert Mark Kamen', 'Steve Shagan']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Lean on Me --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       Lean on Me --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   1.259171
Path Entropy(↓):  1.873697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with novocaine fall under
Start Entity:     Novocaine
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Novocaine --[starred_actors]--> Laura Dern --[(INV) starred_actors]--> Rambling Rose --[has_genre]--> Drama
Path (Raw):       Novocaine --[starred_actors]--> Laura Dern --[(INV) starred_actors]--> Rambling Rose --[has_genre]--> Drama
Neg LogProb(↓):   1.022569
Path Entropy(↓):  1.976895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of'r xmas
Start Entity:     'R Xmas
Gold Answer:      [['Abel Ferrara']]
Predicted Ans:    Abel Ferrara
Predicted Path:   'R Xmas --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales --[directed_by]--> Abel Ferrara
Path (Raw):       'R Xmas --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales --[directed_by]--> Abel Ferrara
Neg LogProb(↓):   0.970571
Path Entropy(↓):  2.219481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by bruno loza
Start Entity:     Bruno Loza
Gold Answer:      [['Gustavo Loza']]
Predicted Ans:    Gustavo Loza
Predicted Path:   Bruno Loza --[(INV) starred_actors]--> La otra familia --[directed_by]--> Gustavo Loza
Path (Raw):       Bruno Loza --[No Operation]--> Bruno Loza --[(INV) starred_actors]--> La otra familia --[directed_by]--> Gustavo Loza
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed snitch
Start Entity:     Snitch
Gold Answer:      [['2008']]
Predicted Ans:    2013
Predicted Path:   Snitch --[directed_by]--> Ric Roman Waugh --[(INV) directed_by]--> Snitch --[release_year]--> 2013
Path (Raw):       Snitch --[directed_by]--> Ric Roman Waugh --[(INV) directed_by]--> Snitch --[release_year]--> 2013
Neg LogProb(↓):   0.010527
Path Entropy(↓):  0.058160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre does happy go lovely fall under
Start Entity:     Happy Go Lovely
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Happy Go Lovely --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Happy Go Lovely --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.158985
Path Entropy(↓):  4.429041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film when will i be loved
Start Entity:     When Will I Be Loved
Gold Answer:      [['neve campbell']]
Predicted Ans:    neve campbell
Predicted Path:   When Will I Be Loved --[has_tags]--> neve campbell --[(INV) has_tags]--> When Will I Be Loved --[has_tags]--> neve campbell
Path (Raw):       When Will I Be Loved --[has_tags]--> neve campbell --[(INV) has_tags]--> When Will I Be Loved --[has_tags]--> neve campbell
Neg LogProb(↓):   0.196138
Path Entropy(↓):  0.509384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film tribute
Start Entity:     Tribute
Gold Answer:      [['1962', '1995', '1998', '2000', '1997', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '1999', '2002']]
Predicted Ans:    2003
Predicted Path:   Tribute --[starred_actors]--> Brittany Murphy --[(INV) starred_actors]--> Uptown Girls --[release_year]--> 2003
Path (Raw):       Tribute --[starred_actors]--> Brittany Murphy --[(INV) starred_actors]--> Uptown Girls --[release_year]--> 2003
Neg LogProb(↓):   0.369916
Path Entropy(↓):  1.053282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by niki caro in
Start Entity:     Niki Caro
Gold Answer:      [['Maori']]
Predicted Ans:    Maori
Predicted Path:   Niki Caro --[(INV) written_by]--> Whale Rider --[in_language]--> Maori
Path (Raw):       Niki Caro --[No Operation]--> Niki Caro --[(INV) written_by]--> Whale Rider --[in_language]--> Maori
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of support your local sheriff!
Start Entity:     Support Your Local Sheriff!
Gold Answer:      [['The Pride of the Yankees', 'The Fan', 'Victor Victoria', 'To Have and Have Not', 'The Notebook', "Murphy's Romance", 'Duel at Diablo', 'The Americanization of Emily', 'Skin Game', 'Hangmen Also Die!', 'Mister Buddwing', 'Good-bye, My Lady', 'The Wheeler Dealers', 'Tammy and the Bachelor', 'Stanley and Livingstone', "Boys' Night Out", 'Tank', 'Along the Great Divide', 'The Westerner', 'The Great Escape', 'The Cat from Outer Space', 'The Last of Sheila', 'Dragnet', 'Sayonara', 'The Gnome-Mobile', 'The Castaway Cowboy', 'Red River', 'The Story of Vernon and Irene Castle', 'Maverick', 'Grand Prix', 'My Fellow Americans', 'They Only Kill Their Masters', 'The Far Country', 'Sergeant York', 'Up Periscope', 'The Group', 'Swamp Water', 'Dead Silence', 'A Stolen Life', 'Dakota', 'One-Trick Pony', '36 Hours', 'One Little Indian', 'Space Cowboys', 'The Flim-Flam Man', 'Northwest Passage', 'The Thrill of It All', 'Move Over, Darling', 'Only When I Laugh', 'Marlowe', 'Support Your Local Gunfighter', 'Barbarians at the Gate', "The Children's Hour", 'The North Star', 'A Man Called Sledge', 'The One and Only, Genuine, Original Family Band', 'Hour of the Gun', "Darby's Rangers", 'Sunset']]
Predicted Ans:    The Notebook
Predicted Path:   Support Your Local Sheriff! --[starred_actors]--> James Garner --[(INV) starred_actors]--> The Notebook
Path (Raw):       Support Your Local Sheriff! --[starred_actors]--> James Garner --[No Operation]--> James Garner --[(INV) starred_actors]--> The Notebook
Neg LogProb(↓):   1.266559
Path Entropy(↓):  2.026960
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie just add water released
Start Entity:     Just Add Water
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Just Add Water --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Just Add Water --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.912085
Path Entropy(↓):  4.410759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film i can do bad all by myself are written by who
Start Entity:     I Can Do Bad All by Myself
Gold Answer:      [['James Patterson', 'Marc Moss', 'Kerry Williamson', 'Gillian Flynn', 'Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   I Can Do Bad All by Myself --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Path (Raw):       I Can Do Bad All by Myself --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.635836
Path Entropy(↓):  1.300447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of silent fall
Start Entity:     Silent Fall
Gold Answer:      [['Music', 'Drama', 'War', 'Comedy', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Silent Fall --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[has_genre]--> War
Path (Raw):       Silent Fall --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[has_genre]--> War
Neg LogProb(↓):   0.150963
Path Entropy(↓):  0.493623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was peeping tom released
Start Entity:     Peeping Tom
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Peeping Tom --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       Peeping Tom --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   2.539597
Path Entropy(↓):  3.975855
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by barry kelley were directed by who
Start Entity:     Barry Kelley
Gold Answer:      [['Budd Boetticher']]
Predicted Ans:    Budd Boetticher
Predicted Path:   Barry Kelley --[(INV) starred_actors]--> Buchanan Rides Alone --[directed_by]--> Budd Boetticher
Path (Raw):       Barry Kelley --[No Operation]--> Barry Kelley --[(INV) starred_actors]--> Buchanan Rides Alone --[directed_by]--> Budd Boetticher
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director mabrouk el mechri
Start Entity:     Mabrouk El Mechri
Gold Answer:      [['Henry Cavill', 'Sigourney Weaver', 'Bruce Willis']]
Predicted Ans:    Bruce Willis
Predicted Path:   Mabrouk El Mechri --[(INV) directed_by]--> The Cold Light of Day --[starred_actors]--> Bruce Willis
Path (Raw):       Mabrouk El Mechri --[No Operation]--> Mabrouk El Mechri --[(INV) directed_by]--> The Cold Light of Day --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.820505
Path Entropy(↓):  1.126753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film faust
Start Entity:     Faust
Gold Answer:      [['1978', '1972', '1928', '1922', '1924', '1930']]
Predicted Ans:    1978
Predicted Path:   Faust --[starred_actors]--> Gösta Ekman --[(INV) starred_actors]--> The Adventures of Picasso --[release_year]--> 1978
Path (Raw):       Faust --[starred_actors]--> Gösta Ekman --[(INV) starred_actors]--> The Adventures of Picasso --[release_year]--> 1978
Neg LogProb(↓):   0.050669
Path Entropy(↓):  0.248093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of a doll's house
Start Entity:     A Doll's House
Gold Answer:      [['Sarah Miles', 'Alberto Ammann', 'Louis Koo', 'Marta Etura', 'Van Heflin', 'Elizabeth Taylor', 'Joan Lorring', 'Jeanne Moreau', 'Michael Caine', 'Alan Bates', 'Wendy Craig', 'Michael Redgrave', 'Robert Mitchum', 'Macdonald Carey', 'Robert Shaw', 'Glenda Jackson', 'Stanley Baker', 'Dirk Bogarde', 'James Fox', 'Virna Lisi', 'Preston Foster', 'Robert Ryan', 'Gail Russell', 'John Drew Barrymore', 'Barbara Hale', 'Peggy Ashcroft', 'Richie Jen', 'Dean Stockwell', 'Malcolm McDowell', 'Mia Farrow', 'Richard Burton', 'Julie Christie', 'Johnny Sands', 'Helmut Berger', 'Daniel Brühl', 'Margaret Leighton', 'Paul Muni', 'Evelyn Keyes', 'Peter Lorre', "Pat O'Brien"]]
Predicted Ans:    Malcolm McDowell
Predicted Path:   A Doll's House --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[starred_actors]--> Malcolm McDowell
Path (Raw):       A Doll's House --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.473497
Path Entropy(↓):  1.408202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by julian hernandez were in which languages
Start Entity:     Julián Hernández
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Julián Hernández --[(INV) directed_by]--> Broken Sky --[in_language]--> Spanish
Path (Raw):       Julián Hernández --[No Operation]--> Julián Hernández --[(INV) directed_by]--> Broken Sky --[in_language]--> Spanish
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by fred haines
Start Entity:     Fred Haines
Gold Answer:      [['Anthony Quinn', 'Barbara Jefford', "Milo O'Shea", 'Maurice Roëves', 'Silvana Mangano', 'Kirk Douglas']]
Predicted Ans:    Kirk Douglas
Predicted Path:   Fred Haines --[(INV) written_by]--> Ulysses --[starred_actors]--> Kirk Douglas
Path (Raw):       Fred Haines --[No Operation]--> Fred Haines --[(INV) written_by]--> Ulysses --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.380424
Path Entropy(↓):  0.980524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by chris tucker released
Start Entity:     Chris Tucker
Gold Answer:      [['2001', '1995', '1997', '2007']]
Predicted Ans:    1995
Predicted Path:   Chris Tucker --[(INV) starred_actors]--> Friday --[release_year]--> 1995
Path (Raw):       Chris Tucker --[No Operation]--> Chris Tucker --[(INV) starred_actors]--> Friday --[release_year]--> 1995
Neg LogProb(↓):   0.167081
Path Entropy(↓):  0.574593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of the cannonball run starred who
Start Entity:     The Cannonball Run
Gold Answer:      [['Burt Reynolds', 'Jerry Reed', 'Mike Henry', 'Sally Field', 'Dom DeLuise', 'Arnold Schwarzenegger', 'Michael Beck', 'Paul Lynde', 'Barry Bostwick', 'Jackie Gleason', 'Brian Keith', 'Persis Khambatta', 'Edward Mulhare', 'Kirk Douglas']]
Predicted Ans:    Burt Reynolds
Predicted Path:   The Cannonball Run --[directed_by]--> Hal Needham --[(INV) directed_by]--> Smokey and the Bandit II --[starred_actors]--> Burt Reynolds
Path (Raw):       The Cannonball Run --[directed_by]--> Hal Needham --[(INV) directed_by]--> Smokey and the Bandit II --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   0.104894
Path Entropy(↓):  0.421629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie queen of outer space
Start Entity:     Queen of Outer Space
Gold Answer:      [['John Huston']]
Predicted Ans:    John Huston
Predicted Path:   Queen of Outer Space --[starred_actors]--> Zsa Zsa Gabor --[(INV) starred_actors]--> Moulin Rouge --[directed_by]--> John Huston
Path (Raw):       Queen of Outer Space --[starred_actors]--> Zsa Zsa Gabor --[(INV) starred_actors]--> Moulin Rouge --[directed_by]--> John Huston
Neg LogProb(↓):   0.153168
Path Entropy(↓):  0.445333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie kart racer
Start Entity:     Kart Racer
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Kart Racer --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       Kart Racer --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   0.340208
Path Entropy(↓):  0.727032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the atomic submarine
Start Entity:     The Atomic Submarine
Gold Answer:      [['Arthur Franz', 'Dick Foran', 'Brett Halsey']]
Predicted Ans:    Arthur Franz
Predicted Path:   The Atomic Submarine --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> The Atomic Submarine --[starred_actors]--> Arthur Franz
Path (Raw):       The Atomic Submarine --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> The Atomic Submarine --[starred_actors]--> Arthur Franz
Neg LogProb(↓):   0.639020
Path Entropy(↓):  1.038690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the mooring released
Start Entity:     The Mooring
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Mooring --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       The Mooring --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.130025
Path Entropy(↓):  4.079008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by lorne cameron in
Start Entity:     Lorne Cameron
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lorne Cameron --[(INV) written_by]--> The Nut Job --[has_genre]--> Comedy
Path (Raw):       Lorne Cameron --[No Operation]--> Lorne Cameron --[(INV) written_by]--> The Nut Job --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by pixote hunt were released in which years
Start Entity:     Pixote Hunt
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Pixote Hunt --[(INV) directed_by]--> The Pagemaster --[release_year]--> 1994
Path (Raw):       Pixote Hunt --[No Operation]--> Pixote Hunt --[(INV) directed_by]--> The Pagemaster --[release_year]--> 1994
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the bounty hunter
Start Entity:     The Bounty Hunter
Gold Answer:      [['Anna Leonowens', 'Kevin Bisch', 'Andy Tennant']]
Predicted Ans:    Anna Leonowens
Predicted Path:   The Bounty Hunter --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Anna and the King --[written_by]--> Anna Leonowens
Path (Raw):       The Bounty Hunter --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Anna and the King --[written_by]--> Anna Leonowens
Neg LogProb(↓):   0.014754
Path Entropy(↓):  0.087730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film guilty by suspicion were released in which years
Start Entity:     Guilty by Suspicion
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '1977', '2007', '1968', '1998', '1939', '2009', '2010', '2004', '1982', '1973', '2014', '1994', '1976', '1995', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '1955', '2011', '2013', '1962', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2009
Predicted Path:   Guilty by Suspicion --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[release_year]--> 2009
Path (Raw):       Guilty by Suspicion --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[release_year]--> 2009
Neg LogProb(↓):   2.376384
Path Entropy(↓):  3.533377
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the king and i were released in which years
Start Entity:     The King and I
Gold Answer:      [['1976', '1963', '1995', '1946', '1934', '1939', '1966', '1944', '1954', '1960', '1957', '1951', '1959', '1936', '1965', '1969', '1955', '1937']]
Predicted Ans:    1954
Predicted Path:   The King and I --[written_by]--> Ernest Lehman --[(INV) written_by]--> Sabrina --[release_year]--> 1954
Path (Raw):       The King and I --[written_by]--> Ernest Lehman --[(INV) written_by]--> Sabrina --[release_year]--> 1954
Neg LogProb(↓):   1.800454
Path Entropy(↓):  3.247936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of how to train your dragon
Start Entity:     How to Train Your Dragon
Gold Answer:      [['Adventure', 'Animation', 'Comedy', 'Action']]
Predicted Ans:    Animation
Predicted Path:   How to Train Your Dragon --[directed_by]--> Dean DeBlois --[(INV) directed_by]--> How to Train Your Dragon --[has_genre]--> Animation
Path (Raw):       How to Train Your Dragon --[directed_by]--> Dean DeBlois --[(INV) directed_by]--> How to Train Your Dragon --[has_genre]--> Animation
Neg LogProb(↓):   0.033816
Path Entropy(↓):  0.148437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did samson raphaelson write
Start Entity:     Samson Raphaelson
Gold Answer:      [['That Lady in Ermine', 'The Smiling Lieutenant', 'Broken Lullaby', 'The Jazz Singer', 'Heaven Can Wait', 'Angel', 'But Not for Me', 'One Hour with You', 'The Shop Around the Corner']]
Predicted Ans:    Broken Lullaby
Predicted Path:   Samson Raphaelson --[(INV) written_by]--> Broken Lullaby --[written_by]--> Maurice Rostand --[(INV) written_by]--> Broken Lullaby
Path (Raw):       Samson Raphaelson --[(INV) written_by]--> Broken Lullaby --[written_by]--> Maurice Rostand --[(INV) written_by]--> Broken Lullaby
Neg LogProb(↓):   0.471500
Path Entropy(↓):  1.405974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to the gorgon
Start Entity:     The Gorgon
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Gorgon --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The Gorgon --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.514672
Path Entropy(↓):  0.693257
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of four sided triangle also directed which movies
Start Entity:     Four Sided Triangle
Gold Answer:      [['Stolen Face', 'The Brides of Dracula', 'The Curse of Frankenstein', 'Frankenstein and the Monster from Hell', 'The Man Who Could Cheat Death', 'The Hound of the Baskervilles', 'The Mummy', 'The Revenge of Frankenstein', 'The Earth Dies Screaming', 'The Devil Rides Out', 'The Gorgon', 'Frankenstein Must Be Destroyed']]
Predicted Ans:    The Hound of the Baskervilles
Predicted Path:   Four Sided Triangle --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles
Path (Raw):       Four Sided Triangle --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles --[No Operation]--> The Hound of the Baskervilles
Neg LogProb(↓):   0.511435
Path Entropy(↓):  1.149256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did paul soter write
Start Entity:     Paul Soter
Gold Answer:      [['Super Troopers', 'Watching the Detectives']]
Predicted Ans:    Watching the Detectives
Predicted Path:   Paul Soter --[(INV) written_by]--> Watching the Detectives --[written_by]--> Paul Soter --[(INV) written_by]--> Watching the Detectives
Path (Raw):       Paul Soter --[(INV) written_by]--> Watching the Detectives --[written_by]--> Paul Soter --[(INV) written_by]--> Watching the Detectives
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000270
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Yasuko matsuyuki appears in which movies
Start Entity:     Yasuko Matsuyuki
Gold Answer:      [['Vexille']]
Predicted Ans:    Vexille
Predicted Path:   Yasuko Matsuyuki --[(INV) starred_actors]--> Vexille --[starred_actors]--> Meisa Kuroki --[(INV) starred_actors]--> Vexille
Path (Raw):       Yasuko Matsuyuki --[(INV) starred_actors]--> Vexille --[starred_actors]--> Meisa Kuroki --[(INV) starred_actors]--> Vexille
Neg LogProb(↓):   0.628567
Path Entropy(↓):  0.798585
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film decoding annie parker
Start Entity:     Decoding Annie Parker
Gold Answer:      [['John Gatins', 'Kat Candler', 'Susan Burke', 'James Ponsoldt', 'Nick Hornby', 'George Gatins']]
Predicted Ans:    Kat Candler
Predicted Path:   Decoding Annie Parker --[starred_actors]--> Aaron Paul --[(INV) starred_actors]--> Hellion --[written_by]--> Kat Candler
Path (Raw):       Decoding Annie Parker --[starred_actors]--> Aaron Paul --[(INV) starred_actors]--> Hellion --[written_by]--> Kat Candler
Neg LogProb(↓):   0.465914
Path Entropy(↓):  0.729374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by justin lin
Start Entity:     Justin Lin
Gold Answer:      [['Parry Shen', 'Jason Tobin']]
Predicted Ans:    Parry Shen
Predicted Path:   Justin Lin --[(INV) written_by]--> Better Luck Tomorrow --[starred_actors]--> Parry Shen
Path (Raw):       Justin Lin --[No Operation]--> Justin Lin --[(INV) written_by]--> Better Luck Tomorrow --[starred_actors]--> Parry Shen
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by north by northwest writers
Start Entity:     North by Northwest
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   North by Northwest --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       North by Northwest --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.339535
Path Entropy(↓):  0.785994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by boris sagal
Start Entity:     Boris Sagal
Gold Answer:      [['Joseph Schildkraut', 'Shelley Winters', 'Charlton Heston', 'David McCallum']]
Predicted Ans:    Joseph Schildkraut
Predicted Path:   Boris Sagal --[(INV) directed_by]--> The Diary of Anne Frank --[starred_actors]--> Joseph Schildkraut
Path (Raw):       Boris Sagal --[No Operation]--> Boris Sagal --[(INV) directed_by]--> The Diary of Anne Frank --[starred_actors]--> Joseph Schildkraut
Neg LogProb(↓):   0.342105
Path Entropy(↓):  0.661172
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of larceny, inc.
Start Entity:     Larceny, Inc.
Gold Answer:      [['Barbary Coast', 'The Amazing Dr. Clitterhouse', 'Between Heaven and Hell', 'All That Heaven Allows', 'A Hole in the Head', 'The Ten Commandments', 'Confessions of a Nazi Spy', 'Illegal', 'The Violent Men', 'Red Garters', 'Seven Thieves', 'Scarlet Street', 'The Woman in the Window', 'Harlequin', 'Scandal Sheet', 'Key Largo', 'Arsenic and Old Lace', 'My Geisha', 'The Sea Wolf', 'Five Star Final', 'Magnificent Obsession', 'Kid Galahad', 'New York Confidential', 'A Slight Case of Murder', 'The Lost Weekend', 'Our Vines Have Tender Grapes', 'Little Caesar', 'The Yearling', 'The Prize', 'Never a Dull Moment', 'Smart Money', 'Romance on the High Seas', 'The Widow from Chicago', 'Magic Town', 'Destroyer', 'Night People', 'Night Has a Thousand Eyes', 'The Hatchet Man', 'A Bullet for Joey', 'Phffft', 'Vice Squad', "Dr. Ehrlich's Magic Bullet", 'The Glass Web', 'House of Strangers', "It's a Great Feeling", 'Mildred Pierce', 'Born Yesterday', 'Tight Spot', 'Bullets or Ballots', 'Stage Fright', 'Double Indemnity', 'The Stranger', 'Here Comes the Groom', "All the King's Men", 'Two Weeks in Another Town', 'Brother Orchid', 'Johnny Belinda', 'The Fastest Gun Alive', 'The Mob', "The Whole Town's Talking", 'Pollyanna', 'Il Bidone', 'Gentleman Jim']]
Predicted Ans:    Scarlet Street
Predicted Path:   Larceny, Inc. --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Scarlet Street
Path (Raw):       Larceny, Inc. --[No Operation]--> Larceny, Inc. --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Scarlet Street
Neg LogProb(↓):   1.753793
Path Entropy(↓):  2.984629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does pamela tola act in
Start Entity:     Pamela Tola
Gold Answer:      [['Frozen Land', 'Lapland Odyssey']]
Predicted Ans:    Frozen Land
Predicted Path:   Pamela Tola --[(INV) starred_actors]--> Frozen Land --[starred_actors]--> Mikko Leppilampi --[(INV) starred_actors]--> Frozen Land
Path (Raw):       Pamela Tola --[(INV) starred_actors]--> Frozen Land --[starred_actors]--> Mikko Leppilampi --[(INV) starred_actors]--> Frozen Land
Neg LogProb(↓):   0.011363
Path Entropy(↓):  0.069705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with bollywood / hollywood in
Start Entity:     Bollywood/Hollywood
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Bollywood/Hollywood --[directed_by]--> Deepa Mehta --[(INV) directed_by]--> Earth --[in_language]--> Spanish
Path (Raw):       Bollywood/Hollywood --[directed_by]--> Deepa Mehta --[(INV) directed_by]--> Earth --[in_language]--> Spanish
Neg LogProb(↓):   0.000067
Path Entropy(↓):  0.000733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie the great race
Start Entity:     The Great Race
Gold Answer:      [['Arthur A. Ross', 'Blake Edwards']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Great Race --[written_by]--> Arthur A. Ross --[(INV) written_by]--> The Great Race --[written_by]--> Blake Edwards
Path (Raw):       The Great Race --[written_by]--> Arthur A. Ross --[(INV) written_by]--> The Great Race --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.565465
Path Entropy(↓):  1.056750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by sydney pollack
Start Entity:     Sydney Pollack
Gold Answer:      [['1995', '1968', '1975', '1966', '1972', '1990', '1954', '2005', '1993', '1982', '1973', '1985', '1999', '1965', '1979', '1981', '1969', '1974']]
Predicted Ans:    1972
Predicted Path:   Sydney Pollack --[(INV) directed_by]--> Jeremiah Johnson --[release_year]--> 1972
Path (Raw):       Sydney Pollack --[No Operation]--> Sydney Pollack --[(INV) directed_by]--> Jeremiah Johnson --[release_year]--> 1972
Neg LogProb(↓):   1.660314
Path Entropy(↓):  2.359117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of henry gibson acted films
Start Entity:     Henry Gibson
Gold Answer:      [['Dennis Bartok']]
Predicted Ans:    Dennis Bartok
Predicted Path:   Henry Gibson --[(INV) starred_actors]--> Trapped Ashes --[written_by]--> Dennis Bartok
Path (Raw):       Henry Gibson --[No Operation]--> Henry Gibson --[(INV) starred_actors]--> Trapped Ashes --[written_by]--> Dennis Bartok
Neg LogProb(↓):   0.042889
Path Entropy(↓):  0.174194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of the clan of the cave bear
Start Entity:     The Clan of the Cave Bear
Gold Answer:      [['All the Right Moves']]
Predicted Ans:    All the Right Moves
Predicted Path:   The Clan of the Cave Bear --[directed_by]--> Michael Chapman --[(INV) directed_by]--> All the Right Moves
Path (Raw):       The Clan of the Cave Bear --[directed_by]--> Michael Chapman --[(INV) directed_by]--> All the Right Moves --[No Operation]--> All the Right Moves
Neg LogProb(↓):   0.012978
Path Entropy(↓):  0.070279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of clifford irving
Start Entity:     Clifford Irving
Gold Answer:      [['William Wheeler']]
Predicted Ans:    Clifford Irving
Predicted Path:   Clifford Irving --[(INV) written_by]--> The Hoax --[written_by]--> Clifford Irving
Path (Raw):       Clifford Irving --[No Operation]--> Clifford Irving --[(INV) written_by]--> The Hoax --[written_by]--> Clifford Irving
Neg LogProb(↓):   0.032357
Path Entropy(↓):  0.144505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in the big clock also appears in which movies
Start Entity:     The Big Clock
Gold Answer:      [['Hostile Witness', 'Rembrandt', 'The Bribe', 'Payment Deferred', 'The Canterville Ghost', 'The Suspect', 'Panic in Year Zero!', 'Spartacus', 'The Uninvited', 'It Started with Eve', 'If I Had a Million', "Tarzan's New York Adventure", 'The Devil-Doll', 'The Hunchback of Notre Dame', 'Sidewalks of London', 'The Crystal Ball', 'California', 'Arise, My Love', 'Island of Lost Souls', 'Three Smart Girls', 'The Lost Weekend', 'The Strange Door', 'Jamaica Inn', 'Dial M for Murder', 'Ruggles of Red Gap', 'Skylark', 'The Paradine Case', 'Witness for the Prosecution', "Tarzan's Secret Treasure", 'The Old Dark House', 'The Gilded Lily', 'Three Brave Men', 'Golden Earrings', 'Captain Kidd', "Hobson's Choice", 'Easy Living', 'The Sign of the Cross', 'Beau Geste', 'It Happens Every Spring', 'Tarzan the Ape Man', 'The Major and the Minor', 'Les Misérables', 'Reap the Wild Wind', 'The Girl in the Red Velvet Swing', 'Anna Karenina', 'Abbott and Costello Meet Captain Kidd', 'Arch of Triumph', 'Young Bess', 'Skyscraper Souls', 'Hide-Out', 'This Land Is Mine', 'The Thing with Two Heads', 'The Thief', 'Kitty', 'Mutiny on the Bounty', 'Bulldog Drummond Escapes', 'The Barretts of Wimpole Street', 'Love Story', 'The Tall T']]
Predicted Ans:    Witness for the Prosecution
Predicted Path:   The Big Clock --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Path (Raw):       The Big Clock --[starred_actors]--> Charles Laughton --[No Operation]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Neg LogProb(↓):   1.642332
Path Entropy(↓):  2.028472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor maria felix appeared in the same movie with who
Start Entity:     María Félix
Gold Answer:      [['Jean Gabin']]
Predicted Ans:    Jean Gabin
Predicted Path:   María Félix --[(INV) starred_actors]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       María Félix --[No Operation]--> María Félix --[(INV) starred_actors]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000065
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie chloe
Start Entity:     Chloe
Gold Answer:      [['David Fraser', 'Russell Banks', 'Paul Harris Boardman', 'Mara Leveritt', 'Rupert Holmes', 'William Trevor', 'Atom Egoyan', 'Michael Jenning']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Chloe --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Next of Kin --[written_by]--> Atom Egoyan
Path (Raw):       Chloe --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Next of Kin --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.628443
Path Entropy(↓):  1.381537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film four shades of brown
Start Entity:     Four Shades of Brown
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Four Shades of Brown --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Path (Raw):       Four Shades of Brown --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Neg LogProb(↓):   3.441223
Path Entropy(↓):  4.680297
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by terrence howard
Start Entity:     Terrence Howard
Gold Answer:      [['Sport', 'Western', 'Musical', 'Drama', 'War', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Terrence Howard --[(INV) starred_actors]--> Fighting --[has_genre]--> Drama
Path (Raw):       Terrence Howard --[No Operation]--> Terrence Howard --[(INV) starred_actors]--> Fighting --[has_genre]--> Drama
Neg LogProb(↓):   0.161522
Path Entropy(↓):  0.570424
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of vanity fair
Start Entity:     Vanity Fair
Gold Answer:      [['Barry Lyndon', 'Becky Sharp']]
Predicted Ans:    Barry Lyndon
Predicted Path:   Vanity Fair --[written_by]--> William Makepeace Thackeray --[(INV) written_by]--> Barry Lyndon
Path (Raw):       Vanity Fair --[No Operation]--> Vanity Fair --[written_by]--> William Makepeace Thackeray --[(INV) written_by]--> Barry Lyndon
Neg LogProb(↓):   0.968521
Path Entropy(↓):  1.297652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by rumi hiiragi
Start Entity:     Rumi Hiiragi
Gold Answer:      [['Hayao Miyazaki']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Rumi Hiiragi --[(INV) starred_actors]--> Spirited Away --[written_by]--> Hayao Miyazaki
Path (Raw):       Rumi Hiiragi --[No Operation]--> Rumi Hiiragi --[(INV) starred_actors]--> Spirited Away --[written_by]--> Hayao Miyazaki
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe guess who
Start Entity:     Guess Who
Gold Answer:      [['remake', 'interracial romance']]
Predicted Ans:    interracial romance
Predicted Path:   Guess Who --[has_tags]--> interracial romance --[(INV) has_tags]--> Mississippi Masala --[has_tags]--> interracial romance
Path (Raw):       Guess Who --[has_tags]--> interracial romance --[(INV) has_tags]--> Mississippi Masala --[has_tags]--> interracial romance
Neg LogProb(↓):   0.001534
Path Entropy(↓):  0.011467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of broken city
Start Entity:     Broken City
Gold Answer:      [['Dead Presidents']]
Predicted Ans:    Dead Presidents
Predicted Path:   Broken City --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents
Path (Raw):       Broken City --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[No Operation]--> Dead Presidents
Neg LogProb(↓):   0.083195
Path Entropy(↓):  0.280058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the notebook
Start Entity:     The Notebook
Gold Answer:      [['Adam Shankman', 'Scott Hicks', 'Lasse Hallström', 'Michael Hoffman', 'Luis Mandoki', 'Julie Anne Robinson']]
Predicted Ans:    Luis Mandoki
Predicted Path:   The Notebook --[written_by]--> Nicholas Sparks --[(INV) written_by]--> Message in a Bottle --[directed_by]--> Luis Mandoki
Path (Raw):       The Notebook --[written_by]--> Nicholas Sparks --[(INV) written_by]--> Message in a Bottle --[directed_by]--> Luis Mandoki
Neg LogProb(↓):   0.822656
Path Entropy(↓):  1.159156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film claire of the moon
Start Entity:     Claire of the Moon
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Claire of the Moon --[release_year]--> 1992 --[(INV) release_year]--> Passion Fish --[release_year]--> 1992
Path (Raw):       Claire of the Moon --[release_year]--> 1992 --[(INV) release_year]--> Passion Fish --[release_year]--> 1992
Neg LogProb(↓):   3.085824
Path Entropy(↓):  4.722624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote zulu dawn
Start Entity:     Zulu Dawn
Gold Answer:      [['Cy Endfield', 'Jérôme Salle']]
Predicted Ans:    Cy Endfield
Predicted Path:   Zulu Dawn --[written_by]--> Cy Endfield --[(INV) written_by]--> Zulu --[directed_by]--> Cy Endfield
Path (Raw):       Zulu Dawn --[written_by]--> Cy Endfield --[(INV) written_by]--> Zulu --[directed_by]--> Cy Endfield
Neg LogProb(↓):   0.001935
Path Entropy(↓):  0.016388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by bitter victory actors
Start Entity:     Bitter Victory
Gold Answer:      [['Robert Wise', 'Edward Dmytryk', 'Cecil B. DeMille', 'Peter Glenville', 'Ted Post', 'Mike Nichols', 'Franco Zeffirelli', 'John Huston', 'Jean Negulesco', 'King Vidor', 'Charles Jarrott', 'Henry Hathaway', 'Henry Koster', 'Anthony Mann', 'Martin Ritt', 'Catherine Breillat', 'Brian G. Hutton', 'Anthony Asquith', 'Robert Rossen', 'Joseph Losey', 'Vincente Minnelli', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Sidney Lumet', 'Tony Richardson', 'Michael Radford', 'Eduardo Mignogna', 'Lewis Gilbert', 'Edgar G. Ulmer', 'Joseph L. Mankiewicz', 'Stuart Heisler']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Bitter Victory --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Bitter Victory --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.206725
Path Entropy(↓):  0.853801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of godzilla, king of the monsters!
Start Entity:     Godzilla, King of the Monsters!
Gold Answer:      [['Crime of Passion', 'Count Three and Pray', 'Pitfall', 'Borderline', 'Delirious', 'Gorilla at Large', 'Desperate', 'A Cry in the Night']]
Predicted Ans:    Pitfall
Predicted Path:   Godzilla, King of the Monsters! --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Pitfall
Path (Raw):       Godzilla, King of the Monsters! --[starred_actors]--> Raymond Burr --[No Operation]--> Raymond Burr --[(INV) starred_actors]--> Pitfall
Neg LogProb(↓):   0.705191
Path Entropy(↓):  1.234840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film inherit the wind starred which actors
Start Entity:     Inherit the Wind
Gold Answer:      [['George C. Scott', 'Jack Lemmon']]
Predicted Ans:    George C. Scott
Predicted Path:   Inherit the Wind --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       Inherit the Wind --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   1.093314
Path Entropy(↓):  1.807972
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jeffrey ballard were released in which years
Start Entity:     Jeffrey Ballard
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Jeffrey Ballard --[(INV) starred_actors]--> Pressed --[release_year]--> 2011
Path (Raw):       Jeffrey Ballard --[No Operation]--> Jeffrey Ballard --[(INV) starred_actors]--> Pressed --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by penn badgley
Start Entity:     Penn Badgley
Gold Answer:      [['Nelson McCormick', 'Joseph Ruben']]
Predicted Ans:    Joseph Ruben
Predicted Path:   Penn Badgley --[(INV) starred_actors]--> The Stepfather --[directed_by]--> Joseph Ruben
Path (Raw):       Penn Badgley --[No Operation]--> Penn Badgley --[(INV) starred_actors]--> The Stepfather --[directed_by]--> Joseph Ruben
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was bread and chocolate written by
Start Entity:     Bread and Chocolate
Gold Answer:      [['Franco Brusati']]
Predicted Ans:    Homer
Predicted Path:   Bread and Chocolate --[written_by]--> Franco Brusati --[(INV) written_by]--> Ulysses --[written_by]--> Homer
Path (Raw):       Bread and Chocolate --[written_by]--> Franco Brusati --[(INV) written_by]--> Ulysses --[written_by]--> Homer
Neg LogProb(↓):   0.155157
Path Entropy(↓):  0.556489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies can be described by gonzo journalism
Start Entity:     gonzo journalism
Gold Answer:      [['Fear and Loathing in Las Vegas']]
Predicted Ans:    Fear and Loathing in Las Vegas
Predicted Path:   gonzo journalism --[(INV) has_tags]--> Fear and Loathing in Las Vegas --[has_tags]--> gonzo --[(INV) has_tags]--> Fear and Loathing in Las Vegas
Path (Raw):       gonzo journalism --[(INV) has_tags]--> Fear and Loathing in Las Vegas --[has_tags]--> gonzo --[(INV) has_tags]--> Fear and Loathing in Las Vegas
Neg LogProb(↓):   0.000629
Path Entropy(↓):  0.005681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by h. f. saint
Start Entity:     H.F. Saint
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   H.F. Saint --[(INV) written_by]--> Memoirs of an Invisible Man --[has_genre]--> Comedy
Path (Raw):       H.F. Saint --[No Operation]--> H.F. Saint --[(INV) written_by]--> Memoirs of an Invisible Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.280430
Path Entropy(↓):  0.556258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by she's the man actors
Start Entity:     She's the Man
Gold Answer:      [['Lithuanian']]
Predicted Ans:    Lithuanian
Predicted Path:   She's the Man --[starred_actors]--> Vinnie Jones --[(INV) starred_actors]--> Redirected --[in_language]--> Lithuanian
Path (Raw):       She's the Man --[starred_actors]--> Vinnie Jones --[(INV) starred_actors]--> Redirected --[in_language]--> Lithuanian
Neg LogProb(↓):   0.675229
Path Entropy(↓):  0.723089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jessica chastain acted films
Start Entity:     Jessica Chastain
Gold Answer:      [['Mark Boal', 'Terrence Malick', 'Jeff Nichols', 'Andrés Muschietti']]
Predicted Ans:    Terrence Malick
Predicted Path:   Jessica Chastain --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       Jessica Chastain --[No Operation]--> Jessica Chastain --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.000127
Path Entropy(↓):  0.001285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by hell's angels actors
Start Entity:     Hell's Angels
Gold Answer:      [['George Cukor', 'Jack Conway', 'John Francis Dillon', 'Archie Mayo', 'Tay Garnett', 'John Ford', 'Charles Brabin', 'W.S. Van Dyke', 'George Fitzmaurice', 'William A. Wellman', 'George W. Hill', 'Tom Hooper', 'Clarence Brown', 'Victor Fleming', 'J. Walter Ruben', 'Frank Capra']]
Predicted Ans:    George Cukor
Predicted Path:   Hell's Angels --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Dinner at Eight --[directed_by]--> George Cukor
Path (Raw):       Hell's Angels --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Dinner at Eight --[directed_by]--> George Cukor
Neg LogProb(↓):   0.168039
Path Entropy(↓):  0.584001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did leslie sands write
Start Entity:     Leslie Sands
Gold Answer:      [["Another Man's Poison"]]
Predicted Ans:    Another Man's Poison
Predicted Path:   Leslie Sands --[(INV) written_by]--> Another Man's Poison --[written_by]--> Leslie Sands --[(INV) written_by]--> Another Man's Poison
Path (Raw):       Leslie Sands --[(INV) written_by]--> Another Man's Poison --[written_by]--> Leslie Sands --[(INV) written_by]--> Another Man's Poison
Neg LogProb(↓):   0.232214
Path Entropy(↓):  0.510254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by cristi puiu
Start Entity:     Cristi Puiu
Gold Answer:      [['Romanian']]
Predicted Ans:    Romanian
Predicted Path:   Cristi Puiu --[(INV) directed_by]--> The Death of Mr. Lazarescu --[in_language]--> Romanian
Path (Raw):       Cristi Puiu --[No Operation]--> Cristi Puiu --[(INV) directed_by]--> The Death of Mr. Lazarescu --[in_language]--> Romanian
Neg LogProb(↓):   0.091168
Path Entropy(↓):  0.301641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of cyrus
Start Entity:     Cyrus
Gold Answer:      [['Jeff, Who Lives at Home', 'Black Rock', 'The Puffy Chair', 'Baghead', 'The Do-Deca-Pentathlon']]
Predicted Ans:    Baghead
Predicted Path:   Cyrus --[written_by]--> Mark Duplass --[(INV) written_by]--> Baghead
Path (Raw):       Cyrus --[No Operation]--> Cyrus --[written_by]--> Mark Duplass --[(INV) written_by]--> Baghead
Neg LogProb(↓):   0.520098
Path Entropy(↓):  1.309648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the life and death of colonel blimp were released in which years
Start Entity:     The Life and Death of Colonel Blimp
Gold Answer:      [['1964', '1939', '1948', '1944', '1950', '1951', '1942', '1965', '1947', '1937']]
Predicted Ans:    1942
Predicted Path:   The Life and Death of Colonel Blimp --[written_by]--> Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[release_year]--> 1942
Path (Raw):       The Life and Death of Colonel Blimp --[written_by]--> Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[release_year]--> 1942
Neg LogProb(↓):   0.273387
Path Entropy(↓):  0.945513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with death in love fall under
Start Entity:     Death in Love
Gold Answer:      [['Sport', 'Drama', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Death in Love --[written_by]--> Boaz Yakin --[(INV) written_by]--> Safe --[has_genre]--> Drama
Path (Raw):       Death in Love --[written_by]--> Boaz Yakin --[(INV) written_by]--> Safe --[has_genre]--> Drama
Neg LogProb(↓):   0.260859
Path Entropy(↓):  0.711002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by akihiko hirata
Start Entity:     Akihiko Hirata
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Path (Raw):       Akihiko Hirata --[No Operation]--> Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Neg LogProb(↓):   0.167237
Path Entropy(↓):  0.545552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor arsenio hall acted together with who
Start Entity:     Arsenio Hall
Gold Answer:      [['Monique Gabrielle', 'Eddie Murphy', 'James Earl Jones', 'John Amos']]
Predicted Ans:    Eddie Murphy
Predicted Path:   Arsenio Hall --[(INV) starred_actors]--> Coming to America --[starred_actors]--> Eddie Murphy
Path (Raw):       Arsenio Hall --[No Operation]--> Arsenio Hall --[(INV) starred_actors]--> Coming to America --[starred_actors]--> Eddie Murphy
Neg LogProb(↓):   0.650185
Path Entropy(↓):  1.207928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by elena fabrizi were in which languages
Start Entity:     Elena Fabrizi
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone --[in_language]--> Italian
Path (Raw):       Elena Fabrizi --[No Operation]--> Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by edda barends in
Start Entity:     Edda Barends
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Edda Barends --[(INV) starred_actors]--> A Question of Silence --[in_language]--> Dutch
Path (Raw):       Edda Barends --[No Operation]--> Edda Barends --[(INV) starred_actors]--> A Question of Silence --[in_language]--> Dutch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by edwin j. burke
Start Entity:     Edwin J. Burke
Gold Answer:      [['Karen Morley', 'Shirley Temple', 'James Dunn', 'Jack Holt', 'Minna Gombell', 'Sally Eilers', 'John Boles']]
Predicted Ans:    Shirley Temple
Predicted Path:   Edwin J. Burke --[(INV) written_by]--> The Littlest Rebel --[starred_actors]--> Shirley Temple
Path (Raw):       Edwin J. Burke --[No Operation]--> Edwin J. Burke --[(INV) written_by]--> The Littlest Rebel --[starred_actors]--> Shirley Temple
Neg LogProb(↓):   0.024302
Path Entropy(↓):  0.127764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the diary of anne frank
Start Entity:     The Diary of Anne Frank
Gold Answer:      [['On Our Merry Way', 'Gunga Din', 'The Greatest Story Ever Told', 'Giant', 'Quality Street', 'Alice Adams', 'Annie Oakley', 'Shane', 'A Damsel in Distress', 'The Omega Man', 'Penny Serenade', 'The More the Merrier', 'Woman of the Year', 'Swing Time', 'The Talk of the Town', 'Vivacious Lady', 'Mosquito Squadron', 'A Place in the Sun']]
Predicted Ans:    A Damsel in Distress
Predicted Path:   The Diary of Anne Frank --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress
Path (Raw):       The Diary of Anne Frank --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[No Operation]--> A Damsel in Distress
Neg LogProb(↓):   0.405469
Path Entropy(↓):  1.152108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by matthew perry
Start Entity:     matthew perry
Gold Answer:      [['The Whole Ten Yards', 'The Whole Nine Yards', 'Birds of America', 'The Ron Clark Story', '17 Again', 'Fools Rush In', 'Three to Tango']]
Predicted Ans:    Birds of America
Predicted Path:   matthew perry --[(INV) has_tags]--> Birds of America --[has_tags]--> matthew perry --[(INV) has_tags]--> Birds of America
Path (Raw):       matthew perry --[(INV) has_tags]--> Birds of America --[has_tags]--> matthew perry --[(INV) has_tags]--> Birds of America
Neg LogProb(↓):   0.167158
Path Entropy(↓):  0.446723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed race to witch mountain
Start Entity:     Race to Witch Mountain
Gold Answer:      [['Moe Jelline', 'Andy Fickman']]
Predicted Ans:    Moe Jelline
Predicted Path:   Race to Witch Mountain --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[written_by]--> Moe Jelline
Path (Raw):       Race to Witch Mountain --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[written_by]--> Moe Jelline
Neg LogProb(↓):   0.026961
Path Entropy(↓):  0.145776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by gene fowler jr.
Start Entity:     Gene Fowler Jr.
Gold Answer:      [['Tom Tryon', 'Gloria Talbott']]
Predicted Ans:    Tom Tryon
Predicted Path:   Gene Fowler Jr. --[(INV) directed_by]--> I Married a Monster from Outer Space --[starred_actors]--> Tom Tryon
Path (Raw):       Gene Fowler Jr. --[No Operation]--> Gene Fowler Jr. --[(INV) directed_by]--> I Married a Monster from Outer Space --[starred_actors]--> Tom Tryon
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of salvatore giuliano was who
Start Entity:     Salvatore Giuliano
Gold Answer:      [['Francesco Rosi']]
Predicted Ans:    Francesco Rosi
Predicted Path:   Salvatore Giuliano --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Salvatore Giuliano --[directed_by]--> Francesco Rosi
Path (Raw):       Salvatore Giuliano --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Salvatore Giuliano --[directed_by]--> Francesco Rosi
Neg LogProb(↓):   0.306999
Path Entropy(↓):  0.882120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote a walk in the clouds
Start Entity:     A Walk in the Clouds
Gold Answer:      [['Family', 'Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   A Walk in the Clouds --[written_by]--> Cesare Zavattini --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Path (Raw):       A Walk in the Clouds --[written_by]--> Cesare Zavattini --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Neg LogProb(↓):   0.079128
Path Entropy(↓):  0.354963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with tom robbins
Start Entity:     Tom Robbins
Gold Answer:      [['Gus Van Sant']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Tom Robbins --[(INV) written_by]--> Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant
Path (Raw):       Tom Robbins --[No Operation]--> Tom Robbins --[(INV) written_by]--> Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant
Neg LogProb(↓):   0.000181
Path Entropy(↓):  0.001737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the samurai reincarnation director
Start Entity:     Samurai Reincarnation
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Samurai Reincarnation --[in_language]--> Japanese --[(INV) in_language]--> Come See the Paradise --[in_language]--> Japanese
Path (Raw):       Samurai Reincarnation --[in_language]--> Japanese --[(INV) in_language]--> Come See the Paradise --[in_language]--> Japanese
Neg LogProb(↓):   1.447570
Path Entropy(↓):  2.408084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie something wicked this way comes were in which genres
Start Entity:     Something Wicked This Way Comes
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Something Wicked This Way Comes --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       Something Wicked This Way Comes --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   0.148748
Path Entropy(↓):  0.552328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by lone scherfig were released in which years
Start Entity:     Lone Scherfig
Gold Answer:      [['2011', '2000', '2009']]
Predicted Ans:    2000
Predicted Path:   Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[release_year]--> 2000
Path (Raw):       Lone Scherfig --[No Operation]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[release_year]--> 2000
Neg LogProb(↓):   0.026752
Path Entropy(↓):  0.149990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the music lovers
Start Entity:     The Music Lovers
Gold Answer:      [['War']]
Predicted Ans:    Drama
Predicted Path:   The Music Lovers --[written_by]--> Melvyn Bragg --[(INV) written_by]--> The Music Lovers --[has_genre]--> Drama
Path (Raw):       The Music Lovers --[written_by]--> Melvyn Bragg --[(INV) written_by]--> The Music Lovers --[has_genre]--> Drama
Neg LogProb(↓):   0.071823
Path Entropy(↓):  0.308856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film barcelona are directed by who
Start Entity:     Barcelona
Gold Answer:      [['David Anspaugh', 'Omar Naim', 'David Mirkin', 'Antoine Fuqua', 'Oren Rudavsky', 'Spike Lee', 'Clare Peploe', 'Gaby Dellal', 'Roger Christian']]
Predicted Ans:    Spike Lee
Predicted Path:   Barcelona --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[directed_by]--> Spike Lee
Path (Raw):       Barcelona --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.005587
Path Entropy(↓):  0.043643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie aquamarine released
Start Entity:     Aquamarine
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Aquamarine --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Aquamarine --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.761230
Path Entropy(↓):  4.630158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of robert a. granger written films
Start Entity:     Robert A. Granger
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Robert A. Granger --[(INV) written_by]--> Gun Fury --[release_year]--> 1953
Path (Raw):       Robert A. Granger --[No Operation]--> Robert A. Granger --[(INV) written_by]--> Gun Fury --[release_year]--> 1953
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of ghost story also directed which films
Start Entity:     Ghost Story
Gold Answer:      [["Widows' Peak", 'The Fourth Angel', 'Raw Deal', 'Turtle Diary', 'The Dogs of War', 'City of Industry', 'Shiner', 'When Trumpets Fade', 'Next of Kin', 'A Month by the Lake', 'Hamburger Hill']]
Predicted Ans:    Next of Kin
Predicted Path:   Ghost Story --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin
Path (Raw):       Ghost Story --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin --[No Operation]--> Next of Kin
Neg LogProb(↓):   0.167464
Path Entropy(↓):  0.682796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by mel gibson
Start Entity:     Mel Gibson
Gold Answer:      [['Braveheart', 'The Passion of the Christ', 'The Man Without a Face', 'Apocalypto']]
Predicted Ans:    The Man Without a Face
Predicted Path:   Mel Gibson --[(INV) directed_by]--> The Man Without a Face --[directed_by]--> Mel Gibson --[(INV) directed_by]--> The Man Without a Face
Path (Raw):       Mel Gibson --[(INV) directed_by]--> The Man Without a Face --[directed_by]--> Mel Gibson --[(INV) directed_by]--> The Man Without a Face
Neg LogProb(↓):   1.256309
Path Entropy(↓):  1.888275
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie love comes softly
Start Entity:     Love Comes Softly
Gold Answer:      [['Michael Landon Jr.', 'Janette Oke']]
Predicted Ans:    Janette Oke
Predicted Path:   Love Comes Softly --[directed_by]--> Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[written_by]--> Janette Oke
Path (Raw):       Love Comes Softly --[directed_by]--> Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[written_by]--> Janette Oke
Neg LogProb(↓):   0.318115
Path Entropy(↓):  0.647216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the stepford wives director
Start Entity:     The Stepford Wives
Gold Answer:      [['Steve Martin', 'Burt Shevelove', 'Lloyd Osbourne', 'Larry Gelbart', 'Dale Launer', 'Howard Ashman', 'Keith Waterhouse', 'Robert Louis Stevenson', 'David Odell', 'Sidney Sheldon', 'Willis Hall', 'Mary Hayley Bell', 'Bryan Forbes', 'Dean Craig', 'Jim Henson', 'Lynne Reid Banks', 'Roger Corman', 'Robert Nicolson', 'Stanley Shapiro', 'Paul Henning', 'James Clavell', 'Frank Oz', 'Kario Salem', 'Daniel E. Taylor']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   The Stepford Wives --[directed_by]--> Bryan Forbes --[(INV) directed_by]--> The Naked Face --[written_by]--> Sidney Sheldon
Path (Raw):       The Stepford Wives --[directed_by]--> Bryan Forbes --[(INV) directed_by]--> The Naked Face --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.870444
Path Entropy(↓):  0.893134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by khartoum actors
Start Entity:     Khartoum
Gold Answer:      [['James A. Michener', 'Lew Wallace', 'Robert E. Sherwood', 'Jeanie Macpherson', 'Brian Garfield', 'Bram Stoker', 'Mario Puzo', 'Leslie Stevens', 'Donald Hamilton', 'Jack London', 'John William Corrington', 'Harry Harrison', 'George Fox', 'William Shakespeare', 'Tom Gries', 'Hammond Innes', 'Theodore Dreiser', 'Gilbert Wakefield', 'Hamilton Deane', 'Ian Dalrymple', 'Bernard Gordon', 'Robert Louis Stevenson', 'Alex Proyas', 'Harry Julian Fink', 'John Osborne', 'David S. Goyer', 'Pierre Boulle', 'John Patrick', 'Rod Serling', 'Lawrence D. Cohen', 'David Harper', 'Robert Hamer', 'Ben Barzman', 'Ira Levin', 'Clemence Dane', 'Ian McKellen', 'Richard Matheson', 'Samson Raphaelson', 'Daphne Du Maurier', 'Anthony Shaffer', 'Fraser Clarke Heston', 'Whit Masterson', 'Allan Burns', 'Philip Yordan', 'Joan Harrison', 'James R. Webb', 'Howard Fast', 'Dalton Trumbo', 'John L. Balderston', 'Irving Stone', 'Philip MacDonald', 'Michael Wilson', 'Crispan Bolt', 'Lem Dobbs', 'William Goldman', 'Mark Rosenthal', 'Nigel Kneale', 'Arthur Wimperis', 'Lawrence Konner', 'Takeshi Kawata', 'Karl Tunberg', 'Fredric M. Frank', 'Joe Gannon', 'Stephen King', 'Nick Murphy', 'Michael Hogan', 'Charles Marquis Warren', 'David Lavallee', 'Orson Welles', 'Harold Pinter', 'Oliver Parker', 'Sam Peckinpah', 'Heywood Gould', 'Carl Stephenson', 'Donald S. Sanford']]
Predicted Ans:    Mark Rosenthal
Predicted Path:   Khartoum --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Path (Raw):       Khartoum --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Neg LogProb(↓):   0.434548
Path Entropy(↓):  1.666648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by racing with the moon actors release
Start Entity:     Racing with the Moon
Gold Answer:      [['1970', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1947', '2014', '1994', '1983', '1995', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '1955', '2011', '2013', '1988', '2000', '1949', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2013
Predicted Path:   Racing with the Moon --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Path (Raw):       Racing with the Moon --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Neg LogProb(↓):   1.424446
Path Entropy(↓):  2.455967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for viy
Start Entity:     Viy
Gold Answer:      [['Oleg Stepchenko', 'Nikolai Gogol']]
Predicted Ans:    Nikolai Gogol
Predicted Path:   Viy --[written_by]--> Nikolai Gogol --[(INV) written_by]--> Viy --[written_by]--> Nikolai Gogol
Path (Raw):       Viy --[written_by]--> Nikolai Gogol --[(INV) written_by]--> Viy --[written_by]--> Nikolai Gogol
Neg LogProb(↓):   2.409401
Path Entropy(↓):  2.819420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of pete'n'tillie
Start Entity:     Pete 'n' Tillie
Gold Answer:      [['John le Carré', 'Arthur H. Lewis', 'Harriet Frank Jr.', 'Max Schott', 'Pat Conroy', 'Larry McMurtry', 'Howard Sackler', 'Lonne Elder III', 'William H. Armstrong', 'Marjorie Kinnan Rawlings', 'Darryl Ponicsan', 'Guy Trosper', 'Walter Bernstein', 'Irving Ravetch', 'Paul Dehn', 'Harold Flender', 'Elmore Leonard', 'Alvin Sargent', 'William Faulkner', 'Lewis John Carlino', 'Tom Topor', 'Robert Alan Aurthur']]
Predicted Ans:    Arthur H. Lewis
Predicted Path:   Pete 'n' Tillie --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Molly Maguires --[written_by]--> Arthur H. Lewis
Path (Raw):       Pete 'n' Tillie --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Molly Maguires --[written_by]--> Arthur H. Lewis
Neg LogProb(↓):   0.881005
Path Entropy(↓):  1.777647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie brian's song
Start Entity:     Brian's Song
Gold Answer:      [['Jeremy Kagan', 'Michael Mann', 'David S. Ward', 'Ted Kotcheff', 'Bob Saget', 'Walter Grauman', 'Mark Rydell', 'Alan J. Pakula', 'James Caan', 'George Gallo', 'James Gray', 'Graham Baker', 'Robert Altman', 'Michael Schultz', 'Sidney J. Furie', 'Karel Reisz', 'Jon Favreau', 'Jonas Åkerlund', 'Jack Smight', 'John Ford', 'Chuck Russell', 'Curtis Harrington', 'Dennis Dugan', 'Abel Ferrara', 'Hal Ashby', 'Francis Ford Coppola', 'Mitch Marcus', 'Kris Pearn', 'Herbert Ross', 'Bruce Malmuth', 'Christopher Miller', 'Phil Lord', 'Richard Rush', 'Cody Cameron', 'Howard Zieff', 'Andrew Bergman', 'Louis Malle', 'Robert Mulligan', 'Robert Zemeckis', 'Rupert Wyatt', 'Sidney Lumet', 'Don Siegel', 'James Gunn', 'Sam Peckinpah', 'Károly Makk', 'Rob Reiner', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Brian's Song --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       Brian's Song --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.001995
Path Entropy(↓):  1.676878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by cecil b. demille
Start Entity:     Cecil B. DeMille
Gold Answer:      [['Ray Milland', 'Madeleine Carroll', 'Sessue Hayakawa', 'Yul Brynner', 'Anne Baxter', 'Angela Lansbury', 'Lillian Roth', 'Héctor Alterio', 'Norma Aleandro', 'Gary Cooper', 'Elizabeth Taylor', 'Franciska Gaal', 'Henry Wilcoxon', 'Barbara Stanwyck', 'Fredric March', "Dennis O'Keefe", 'Charlton Heston', 'Charles Laughton', 'George Sanders', 'Warren William', 'Paulette Goddard', 'Laraine Day', 'Victor Mature', 'Rex Harrison', 'Joel McCrea', 'Hedy Lamarr', 'Preston Foster', 'Claudette Colbert', 'Margot Grahame', 'Edward G. Robinson', 'John Wayne', 'Dorothy Lamour', 'Akim Tamiroff', 'Dustin Farnum', 'Claire Bloom', 'H.B. Warner', 'Signe Hasso', 'Richard Burton', 'Loretta Young', 'Boris Karloff', 'Jack Dean', 'Fannie Ward', 'Elissa Landi', 'Charles Boyer', 'Reginald Denny', 'Betty Hutton', 'Cornel Wilde', 'Jean Arthur', 'Natalia Oreiro', 'Leonardo Sbaraglia', 'Inger Stevens', 'Conrad Nagel', 'Kay Johnson', 'Julia Faye', 'Thomas Meighan', 'Charles Bickford']]
Predicted Ans:    Claudette Colbert
Predicted Path:   Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[starred_actors]--> Claudette Colbert
Path (Raw):       Cecil B. DeMille --[No Operation]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   0.501387
Path Entropy(↓):  1.384437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of persona starred who
Start Entity:     Persona
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Lacey Chabert', 'Cary Grant', 'Viggo Mortensen', 'Bibi Andersson', 'Liv Ullmann', 'Erland Josephson', 'Ingrid Bergman', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Brandon Quinn', 'Mercedes McNab', 'Michael Fassbender', 'Bengt Ekerot', 'Harriet Andersson', 'Gunnel Lindblom', 'Lena Nyman', 'Tygh Runyan']]
Predicted Ans:    Liv Ullmann
Predicted Path:   Persona --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Path (Raw):       Persona --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Neg LogProb(↓):   0.804836
Path Entropy(↓):  1.543247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by as you like it screenwriters
Start Entity:     As You Like It
Gold Answer:      [['Romance', 'Documentary', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   As You Like It --[written_by]--> Kenneth Branagh --[(INV) written_by]--> Hamlet --[has_genre]--> Drama
Path (Raw):       As You Like It --[written_by]--> Kenneth Branagh --[(INV) written_by]--> Hamlet --[has_genre]--> Drama
Neg LogProb(↓):   3.087365
Path Entropy(↓):  3.298041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in 51
Start Entity:     51
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   51 --[starred_actors]--> Bruce Boxleitner --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Path (Raw):       51 --[starred_actors]--> Bruce Boxleitner --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Neg LogProb(↓):   0.352484
Path Entropy(↓):  0.608374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed bitch slap
Start Entity:     Bitch Slap
Gold Answer:      [['Rick Jacobson']]
Predicted Ans:    Rick Jacobson
Predicted Path:   Bitch Slap --[directed_by]--> Rick Jacobson --[(INV) directed_by]--> Bitch Slap --[directed_by]--> Rick Jacobson
Path (Raw):       Bitch Slap --[directed_by]--> Rick Jacobson --[(INV) directed_by]--> Bitch Slap --[directed_by]--> Rick Jacobson
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does glenn tryon appear in
Start Entity:     Glenn Tryon
Gold Answer:      [['Broadway']]
Predicted Ans:    Broadway
Predicted Path:   Glenn Tryon --[(INV) starred_actors]--> Broadway --[starred_actors]--> Merna Kennedy --[(INV) starred_actors]--> Broadway
Path (Raw):       Glenn Tryon --[(INV) starred_actors]--> Broadway --[starred_actors]--> Merna Kennedy --[(INV) starred_actors]--> Broadway
Neg LogProb(↓):   0.224252
Path Entropy(↓):  0.574782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by max linder
Start Entity:     Max Linder
Gold Answer:      [['1921']]
Predicted Ans:    1921
Predicted Path:   Max Linder --[(INV) starred_actors]--> Seven Years Bad Luck --[release_year]--> 1921
Path (Raw):       Max Linder --[No Operation]--> Max Linder --[(INV) starred_actors]--> Seven Years Bad Luck --[release_year]--> 1921
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by david ambrose
Start Entity:     David Ambrose
Gold Answer:      [['Mary Beth Hurt', 'Michael McKean']]
Predicted Ans:    Mary Beth Hurt
Predicted Path:   David Ambrose --[(INV) written_by]--> D.A.R.Y.L. --[starred_actors]--> Mary Beth Hurt
Path (Raw):       David Ambrose --[No Operation]--> David Ambrose --[(INV) written_by]--> D.A.R.Y.L. --[starred_actors]--> Mary Beth Hurt
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film the cement garden
Start Entity:     The Cement Garden
Gold Answer:      [['ian mcewan', 'charlotte gainsbourg']]
Predicted Ans:    ian mcewan
Predicted Path:   The Cement Garden --[has_tags]--> ian mcewan --[(INV) has_tags]--> The Good Son --[has_tags]--> ian mcewan
Path (Raw):       The Cement Garden --[has_tags]--> ian mcewan --[(INV) has_tags]--> The Good Son --[has_tags]--> ian mcewan
Neg LogProb(↓):   0.019201
Path Entropy(↓):  0.095644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor gordon pinsent co - starred with who
Start Entity:     Gordon Pinsent
Gold Answer:      [['Julie Christie', 'Brendan Gleeson', 'Taylor Kitsch', 'Liane Balaban', 'Olympia Dukakis']]
Predicted Ans:    Julie Christie
Predicted Path:   Gordon Pinsent --[(INV) starred_actors]--> Away from Her --[starred_actors]--> Julie Christie
Path (Raw):       Gordon Pinsent --[No Operation]--> Gordon Pinsent --[(INV) starred_actors]--> Away from Her --[starred_actors]--> Julie Christie
Neg LogProb(↓):   0.208904
Path Entropy(↓):  0.606104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the bolivia director release
Start Entity:     Bolivia
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Bolivia --[directed_by]--> Adrián Caetano --[(INV) directed_by]--> Chronicle of an Escape --[release_year]--> 2006
Path (Raw):       Bolivia --[directed_by]--> Adrián Caetano --[(INV) directed_by]--> Chronicle of an Escape --[release_year]--> 2006
Neg LogProb(↓):   0.069493
Path Entropy(↓):  0.246162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jason moore starred which actors
Start Entity:     Jason Moore
Gold Answer:      [['Anna Kendrick', 'Brittany Snow', 'Skylar Astin']]
Predicted Ans:    Anna Kendrick
Predicted Path:   Jason Moore --[(INV) directed_by]--> Pitch Perfect --[starred_actors]--> Anna Kendrick
Path (Raw):       Jason Moore --[No Operation]--> Jason Moore --[(INV) directed_by]--> Pitch Perfect --[starred_actors]--> Anna Kendrick
Neg LogProb(↓):   0.261266
Path Entropy(↓):  0.557536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by judith haspel were in which genres
Start Entity:     Judith Haspel
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Judith Haspel --[(INV) starred_actors]--> Watermarks --[has_genre]--> Documentary
Path (Raw):       Judith Haspel --[No Operation]--> Judith Haspel --[(INV) starred_actors]--> Watermarks --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the distant thunder director
Start Entity:     Distant Thunder
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Distant Thunder --[directed_by]--> Rick Rosenthal --[(INV) directed_by]--> Bad Boys --[has_genre]--> Comedy
Path (Raw):       Distant Thunder --[directed_by]--> Rick Rosenthal --[(INV) directed_by]--> Bad Boys --[has_genre]--> Comedy
Neg LogProb(↓):   0.651152
Path Entropy(↓):  0.951402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by donald petrie were written by who
Start Entity:     Donald Petrie
Gold Answer:      [['Mark Steven Johnson', 'Katie Ford', 'Caryn Lucas', 'Marc Lawrence', 'I. Marlene King', 'Michele Alexander', 'Jeannie Long', 'Josann McGibbon', 'Sara Parriott', 'Sherri Stoner', 'Deanna Oliver', 'John L. Greene']]
Predicted Ans:    Donald Petrie
Predicted Path:   Donald Petrie --[(INV) directed_by]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Path (Raw):       Donald Petrie --[No Operation]--> Donald Petrie --[(INV) directed_by]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.702713
Path Entropy(↓):  1.312573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of cape fear
Start Entity:     Cape Fear
Gold Answer:      [['Richard Thorpe', 'Henry Hathaway', 'John Ford', 'George Marshall', 'Tom Gries']]
Predicted Ans:    Tom Gries
Predicted Path:   Cape Fear --[written_by]--> James R. Webb --[(INV) written_by]--> The Hawaiians --[directed_by]--> Tom Gries
Path (Raw):       Cape Fear --[written_by]--> James R. Webb --[(INV) written_by]--> The Hawaiians --[directed_by]--> Tom Gries
Neg LogProb(↓):   0.695202
Path Entropy(↓):  0.708807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with mick molloy
Start Entity:     Mick Molloy
Gold Answer:      [['Nastassja Kinski', 'Thomas Ian Griffith', 'Judith Lucy', 'Bob Franklin', 'Alan Brough', 'Monica Maughan', 'Frank Wilson', 'Christopher Plummer', 'Bill Hunter']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Mick Molloy --[(INV) starred_actors]--> Crackerjack --[starred_actors]--> Christopher Plummer
Path (Raw):       Mick Molloy --[No Operation]--> Mick Molloy --[(INV) starred_actors]--> Crackerjack --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.033145
Path Entropy(↓):  0.178250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of muppet treasure island
Start Entity:     Muppet Treasure Island
Gold Answer:      [['Lysette Anthony', 'Oliver Reed', 'Lana Turner', 'Wallace Beery', 'Fredric March', 'Jackie Cooper', 'Bobby Driscoll', 'Tim Daly', 'Charlton Heston', 'Roscoe Lee Browne', 'Charles Laughton', 'Sally Forrest', 'Bela Lugosi', 'Robert Newton', 'Tim Thomerson', 'Ingrid Bergman', 'Christopher Lee', 'Donald Crisp', 'John Barrymore', 'Bess Armstrong', 'Christian Bale', 'Sean Young', 'Boris Karloff', 'Krista Errickson', 'Mark Blankfield', 'Spencer Tracy']]
Predicted Ans:    Boris Karloff
Predicted Path:   Muppet Treasure Island --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[starred_actors]--> Boris Karloff
Path (Raw):       Muppet Treasure Island --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   0.562970
Path Entropy(↓):  1.371332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Sam kadi directed which movies
Start Entity:     Sam Kadi
Gold Answer:      [['The Citizen']]
Predicted Ans:    The Citizen
Predicted Path:   Sam Kadi --[(INV) directed_by]--> The Citizen --[directed_by]--> Sam Kadi --[(INV) directed_by]--> The Citizen
Path (Raw):       Sam Kadi --[(INV) directed_by]--> The Citizen --[directed_by]--> Sam Kadi --[(INV) directed_by]--> The Citizen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the final season also starred in which films
Start Entity:     The Final Season
Gold Answer:      [['Stay Cool', '50 First Dates', 'Staying Together', 'Nixon', 'Where the Day Takes You', 'Toy Soldiers', 'Extreme Prejudice', 'Rudy', 'The Long Way Home', 'Southern Comfort', 'Encino Man', 'A Breed Apart', 'Rapid Fire', 'Blue Sky', 'Forever Strong', "Moms' Night Out", 'Sudden Death']]
Predicted Ans:    50 First Dates
Predicted Path:   The Final Season --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> 50 First Dates
Path (Raw):       The Final Season --[starred_actors]--> Sean Astin --[No Operation]--> Sean Astin --[(INV) starred_actors]--> 50 First Dates
Neg LogProb(↓):   0.843787
Path Entropy(↓):  1.641931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the suspended step of the stork
Start Entity:     The Suspended Step of the Stork
Gold Answer:      [['1986', '2008', '1984', '1975']]
Predicted Ans:    2008
Predicted Path:   The Suspended Step of the Stork --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[release_year]--> 2008
Path (Raw):       The Suspended Step of the Stork --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[release_year]--> 2008
Neg LogProb(↓):   0.312043
Path Entropy(↓):  0.919844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote toy soldiers
Start Entity:     Toy Soldiers
Gold Answer:      [['Dania Ramirez', 'Bruce Willis', 'Tom Cruise', 'Harrison Ford', 'Dwight Yoakam', 'Kirsten Dunst', 'Goldie Hawn', 'Sean Penn', 'Willem Dafoe', 'Nicolas Cage', 'John Leguizamo', 'Forest Whitaker', 'Greg Kinnear', 'Penelope Ann Miller', 'Rob Lowe', 'Karen Allen', 'Meryl Streep', 'James Spader', 'Justin Chatwin', 'Johnny Depp', 'Isabella Rossellini', 'Cate Blanchett', 'Dermot Mulroney', 'Elisabeth Shue', 'Shia LaBeouf', 'Kyle MacLachlan', 'Carla Gugino', 'James Franco', 'Dakota Fanning', 'Kristen Stewart', 'Gary Sinise', 'John Turturro', 'Kevin Bacon', 'Al Pacino', 'Jodie Foster', 'Tobey Maguire']]
Predicted Ans:    Kevin Bacon
Predicted Path:   Toy Soldiers --[written_by]--> David Koepp --[(INV) written_by]--> Stir of Echoes --[starred_actors]--> Kevin Bacon
Path (Raw):       Toy Soldiers --[written_by]--> David Koepp --[(INV) written_by]--> Stir of Echoes --[starred_actors]--> Kevin Bacon
Neg LogProb(↓):   0.954858
Path Entropy(↓):  1.472615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote amanece, que no es poco
Start Entity:     Amanece, que no es poco
Gold Answer:      [['José Luis Cuerda']]
Predicted Ans:    José Luis Cuerda
Predicted Path:   Amanece, que no es poco --[written_by]--> José Luis Cuerda --[(INV) written_by]--> The Blind Sunflowers --[directed_by]--> José Luis Cuerda
Path (Raw):       Amanece, que no es poco --[written_by]--> José Luis Cuerda --[(INV) written_by]--> The Blind Sunflowers --[directed_by]--> José Luis Cuerda
Neg LogProb(↓):   0.476834
Path Entropy(↓):  0.664197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by jennifer chambers lynch
Start Entity:     Jennifer Chambers Lynch
Gold Answer:      [['Julian Sands', 'Sherilyn Fenn']]
Predicted Ans:    Sherilyn Fenn
Predicted Path:   Jennifer Chambers Lynch --[(INV) written_by]--> Boxing Helena --[starred_actors]--> Sherilyn Fenn
Path (Raw):       Jennifer Chambers Lynch --[No Operation]--> Jennifer Chambers Lynch --[(INV) written_by]--> Boxing Helena --[starred_actors]--> Sherilyn Fenn
Neg LogProb(↓):   0.011946
Path Entropy(↓):  0.064451
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is bright future
Start Entity:     Bright Future
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bright Future --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Bright Future --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.448049
Path Entropy(↓):  4.667082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in neverwas
Start Entity:     Neverwas
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Biography', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Romance']]
Predicted Ans:    Action
Predicted Path:   Neverwas --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Olympus Has Fallen --[has_genre]--> Action
Path (Raw):       Neverwas --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Olympus Has Fallen --[has_genre]--> Action
Neg LogProb(↓):   0.793487
Path Entropy(↓):  1.108820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by tarik saleh
Start Entity:     Tarik Saleh
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Tarik Saleh --[(INV) written_by]--> Metropia --[release_year]--> 2009
Path (Raw):       Tarik Saleh --[No Operation]--> Tarik Saleh --[(INV) written_by]--> Metropia --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the desperadoes were released in which years
Start Entity:     The Desperadoes
Gold Answer:      [['1946', '1954', '1944', '1992', '1959', '1936', '1920', '1967', '1935', '1979', '1941', '2007', '1963', '1939', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1976', '1948', '1942', '1938', '1940', '2002', '1981', '1961', '1955', '1962', '1964', '1949', '1966', '1950', '1960', '1965', '1945', '1937', '1986', '1952', '1958']]
Predicted Ans:    1956
Predicted Path:   The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   1.514956
Path Entropy(↓):  2.568404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by bramwell fletcher
Start Entity:     Bramwell Fletcher
Gold Answer:      [['J. Grubb Alexander']]
Predicted Ans:    J. Grubb Alexander
Predicted Path:   Bramwell Fletcher --[(INV) starred_actors]--> Svengali --[written_by]--> J. Grubb Alexander
Path (Raw):       Bramwell Fletcher --[No Operation]--> Bramwell Fletcher --[(INV) starred_actors]--> Svengali --[written_by]--> J. Grubb Alexander
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of blonde and blonder
Start Entity:     Blonde and Blonder
Gold Answer:      [['Undercover Brother', 'Absolute Deception', 'The Third Wheel', 'Tammy and the T-Rex', 'Kambakkht Ishq', 'Naked Souls', "Dolan's Cadillac", 'Valentine', 'Drop Dead Gorgeous', 'Good Advice']]
Predicted Ans:    Kambakkht Ishq
Predicted Path:   Blonde and Blonder --[starred_actors]--> Denise Richards --[(INV) starred_actors]--> Kambakkht Ishq
Path (Raw):       Blonde and Blonder --[starred_actors]--> Denise Richards --[No Operation]--> Denise Richards --[(INV) starred_actors]--> Kambakkht Ishq
Neg LogProb(↓):   0.238961
Path Entropy(↓):  0.889543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the matrix fall under
Start Entity:     The Matrix
Gold Answer:      [['Music', 'Sport', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Matrix --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> The Adventures of Priscilla, Queen of the Desert --[has_genre]--> Comedy
Path (Raw):       The Matrix --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> The Adventures of Priscilla, Queen of the Desert --[has_genre]--> Comedy
Neg LogProb(↓):   0.396674
Path Entropy(↓):  1.005845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by kill me again actors release
Start Entity:     Kill Me Again
Gold Answer:      [['1995', '1998', '1988', '1997', '2007', '1972', '2008', '2012', '1992', '1989', '1993', '1991', '1996', '2005', '1994', '2015', '1986', '1977']]
Predicted Ans:    2007
Predicted Path:   Kill Me Again --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[release_year]--> 2007
Path (Raw):       Kill Me Again --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[release_year]--> 2007
Neg LogProb(↓):   0.640337
Path Entropy(↓):  0.986778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie bullet to the head
Start Entity:     Bullet to the Head
Gold Answer:      [['Ted Kotcheff', 'James Mangold', 'Menahem Golan', 'Renny Harlin', 'Vin Diesel', 'Paul Bartel', 'Bob Clark', 'John Landis', 'Richard Donner', 'Steve Carver', 'Mikael Håfström', 'Roger Spottiswoode', 'Martyn Burke', 'Rob Cohen', 'Luis Llosa', 'Bruce Malmuth', 'Sylvester Stallone', 'Stephen Kay', 'Simon West', 'John G. Avildsen', 'John Flynn', 'George P. Cosmatos', 'Peter Segal', 'Danny Cannon', 'Marco Brambilla', 'Patrick Hughes', 'Mike Hodges']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Bullet to the Head --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II --[directed_by]--> Sylvester Stallone
Path (Raw):       Bullet to the Head --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II --[directed_by]--> Sylvester Stallone
Neg LogProb(↓):   0.517482
Path Entropy(↓):  1.511584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by glenn gaylord were written by who
Start Entity:     Glenn Gaylord
Gold Answer:      [['Alain Chabat', 'David W. Ross']]
Predicted Ans:    David W. Ross
Predicted Path:   Glenn Gaylord --[(INV) directed_by]--> I Do --[written_by]--> David W. Ross
Path (Raw):       Glenn Gaylord --[No Operation]--> Glenn Gaylord --[(INV) directed_by]--> I Do --[written_by]--> David W. Ross
Neg LogProb(↓):   0.155989
Path Entropy(↓):  0.413760
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of we're the millers
Start Entity:     We're the Millers
Gold Answer:      [['The Iron Giant', 'The Bounty Hunter', 'Hall Pass', 'The Good Girl', 'Palo Alto', 'Dream for an Insomniac', 'Cake', 'Lymelife', 'Love Happens', 'A Good Old Fashioned Orgy', 'The Switch', 'The Break-Up', 'Adult World', 'Wild Child', 'Hotel for Dogs', 'Sleeping with Other People', 'Wanderlust', 'Leprechaun', 'Just Go with It', 'The Art of Getting By', 'Rumor Has It...', 'Rock Star', 'Management', 'Office Space', 'The Object of My Affection', 'Nancy Drew', 'Plastic', 'Along Came Polly', 'Aquamarine', 'Picture Perfect']]
Predicted Ans:    Leprechaun
Predicted Path:   We're the Millers --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun
Path (Raw):       We're the Millers --[starred_actors]--> Jennifer Aniston --[No Operation]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun
Neg LogProb(↓):   0.447787
Path Entropy(↓):  1.391437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jocelyn quivrin starred movies
Start Entity:     Jocelyn Quivrin
Gold Answer:      [['Christian Clavier', 'Franck Ollivier', 'Chris Nahon']]
Predicted Ans:    Franck Ollivier
Predicted Path:   Jocelyn Quivrin --[(INV) starred_actors]--> Empire of the Wolves --[written_by]--> Franck Ollivier
Path (Raw):       Jocelyn Quivrin --[No Operation]--> Jocelyn Quivrin --[(INV) starred_actors]--> Empire of the Wolves --[written_by]--> Franck Ollivier
Neg LogProb(↓):   0.200181
Path Entropy(↓):  0.484090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie catch - 22
Start Entity:     Catch-22
Gold Answer:      [['David Hubbard', 'Howard R. Cohen', 'Tony Mendez', 'Joshuah Bearman', 'Mark Rascovich', 'Steven Horowitz', 'Neil Offen', 'Larry Gelbart', 'Michael Arndt', 'Carson McCullers', 'Eddy Terstall', 'Menahem Golan', 'Marshall Brickman', 'Peter S. Beagle', 'Michael Crichton', 'Anthony Perkins', 'Frank Waldman', 'Thomas Berger', 'John Cusack', 'Robert Kaufman', 'Neil Simon', 'Tom Waldman', 'Lawrence Sanders', 'Tamara Jenkins', 'Stephen Sondheim', 'Blake Edwards', 'Stewart Stern', 'Robert Carrington', 'Arnold Schulman', 'Nicholas Meyer', 'John Godey', 'Philip Roth', 'Andrew Davis', 'Frederick Knott', 'Peter Stone', 'Harvey Miller', 'Danny Bilson', 'William Dear', 'Buck Henry', 'Dave Stevens', 'Paul De Meo', 'Andrew Bergman', 'Eleanor Perry', 'Frank Pierson', 'Dave Barry', 'Paul Rudnick', 'Jules Feiffer', 'Mel Brooks', 'James Poe', 'Sue Kaufman']]
Predicted Ans:    Neil Simon
Predicted Path:   Catch-22 --[starred_actors]--> Richard Benjamin --[(INV) starred_actors]--> The Sunshine Boys --[written_by]--> Neil Simon
Path (Raw):       Catch-22 --[starred_actors]--> Richard Benjamin --[(INV) starred_actors]--> The Sunshine Boys --[written_by]--> Neil Simon
Neg LogProb(↓):   1.267256
Path Entropy(↓):  1.871721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of johnny mnemonic
Start Entity:     Johnny Mnemonic
Gold Answer:      [['Christopher Walken', 'Richard Widmark', 'Asia Argento', 'Robert Mitchum', 'Anne Bancroft', 'Shirley MacLaine', 'Willem Dafoe', 'Gloria Grahame']]
Predicted Ans:    Willem Dafoe
Predicted Path:   Johnny Mnemonic --[written_by]--> William Gibson --[(INV) written_by]--> New Rose Hotel --[starred_actors]--> Willem Dafoe
Path (Raw):       Johnny Mnemonic --[written_by]--> William Gibson --[(INV) written_by]--> New Rose Hotel --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   0.398842
Path Entropy(↓):  1.131481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of barry poltermann
Start Entity:     Barry Poltermann
Gold Answer:      [['Frank L. Anderson']]
Predicted Ans:    Barry Poltermann
Predicted Path:   Barry Poltermann --[(INV) directed_by]--> The Life of Reilly --[directed_by]--> Barry Poltermann
Path (Raw):       Barry Poltermann --[No Operation]--> Barry Poltermann --[(INV) directed_by]--> The Life of Reilly --[directed_by]--> Barry Poltermann
Neg LogProb(↓):   0.005073
Path Entropy(↓):  0.033567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the director of kings of the road
Start Entity:     Kings of the Road
Gold Answer:      [['Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   Kings of the Road --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Wings of Desire --[directed_by]--> Wim Wenders
Path (Raw):       Kings of the Road --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Wings of Desire --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.609665
Path Entropy(↓):  1.487418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by bill krohn
Start Entity:     Bill Krohn
Gold Answer:      [['Norman Foster', 'Orson Welles', 'Richard Wilson', 'Myron Meisel']]
Predicted Ans:    Orson Welles
Predicted Path:   Bill Krohn --[(INV) written_by]--> It's All True --[directed_by]--> Orson Welles
Path (Raw):       Bill Krohn --[No Operation]--> Bill Krohn --[(INV) written_by]--> It's All True --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.612186
Path Entropy(↓):  0.805872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the onion field also wrote which films
Start Entity:     The Onion Field
Gold Answer:      [['The New Centurions']]
Predicted Ans:    The Onion Field
Predicted Path:   The Onion Field --[written_by]--> Joseph Wambaugh --[(INV) written_by]--> The Onion Field
Path (Raw):       The Onion Field --[written_by]--> Joseph Wambaugh --[(INV) written_by]--> The Onion Field --[No Operation]--> The Onion Field
Neg LogProb(↓):   0.457785
Path Entropy(↓):  0.657542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred films for the director of the big combo
Start Entity:     The Big Combo
Gold Answer:      [['Randolph Scott', 'Dame May Whitty', 'Angela Lansbury', 'John Dall', 'Glenn Ford', 'George Macready', 'Barbara Hale', 'Bela Lugosi', 'Nina Foch', 'Keenan Wynn', 'Howard Keel', 'Jane Greer', 'Patricia Medina', 'Peggy Cummins', 'James Whitmore']]
Predicted Ans:    Randolph Scott
Predicted Path:   The Big Combo --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Path (Raw):       The Big Combo --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.005993
Path Entropy(↓):  0.045272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was unfair competition directed by
Start Entity:     Unfair Competition
Gold Answer:      [['Ettore Scola']]
Predicted Ans:    Ettore Scola
Predicted Path:   Unfair Competition --[directed_by]--> Ettore Scola --[(INV) directed_by]--> We All Loved Each Other So Much --[directed_by]--> Ettore Scola
Path (Raw):       Unfair Competition --[directed_by]--> Ettore Scola --[(INV) directed_by]--> We All Loved Each Other So Much --[directed_by]--> Ettore Scola
Neg LogProb(↓):   0.012690
Path Entropy(↓):  0.071859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of cabaret starred who
Start Entity:     Cabaret
Gold Answer:      [['Colin Firth', 'Robert Morse', 'Anjanette Comer', 'Jonathan Winters']]
Predicted Ans:    Michael York
Predicted Path:   Cabaret --[written_by]--> Christopher Isherwood --[(INV) written_by]--> Cabaret --[starred_actors]--> Michael York
Path (Raw):       Cabaret --[written_by]--> Christopher Isherwood --[(INV) written_by]--> Cabaret --[starred_actors]--> Michael York
Neg LogProb(↓):   0.008958
Path Entropy(↓):  0.057877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre is show boat in
Start Entity:     Show Boat
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Show Boat --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Show Boat --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.762573
Path Entropy(↓):  5.308118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of news from home is also the director of which movies
Start Entity:     News from Home
Gold Answer:      [['A Couch in New York']]
Predicted Ans:    A Couch in New York
Predicted Path:   News from Home --[directed_by]--> Chantal Akerman --[(INV) directed_by]--> A Couch in New York
Path (Raw):       News from Home --[directed_by]--> Chantal Akerman --[(INV) directed_by]--> A Couch in New York --[No Operation]--> A Couch in New York
Neg LogProb(↓):   0.659119
Path Entropy(↓):  0.693547
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie heaven can wait
Start Entity:     Heaven Can Wait
Gold Answer:      [['Harry Segall', 'Warren Beatty']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   Heaven Can Wait --[written_by]--> Samson Raphaelson --[(INV) written_by]--> The Shop Around the Corner --[written_by]--> Samson Raphaelson
Path (Raw):       Heaven Can Wait --[written_by]--> Samson Raphaelson --[(INV) written_by]--> The Shop Around the Corner --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   0.433443
Path Entropy(↓):  1.003223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie mary shelley's frankenstein
Start Entity:     Mary Shelley's Frankenstein
Gold Answer:      [['J. Lee Thompson', 'Jon Avnet', 'Tom Dey', 'Brian De Palma', 'John Polson', 'Michael Mann', 'James Mangold', 'Kirk Jones', 'Robert De Niro', 'Roland Joffé', 'David O. Russell', 'David Silverman', 'Martin Scorsese', 'Luc Besson', 'Jerry Zaks', 'Stuart Burge', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Jon Blair', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Robert Altman', 'Kenneth Branagh', 'Jon Turteltaub', 'Penny Marshall', 'John Frankenheimer', 'Neil Burger', 'Barry Sonnenfeld', 'Michael Curtiz', 'Jules Dassin', 'Ettore Scola', 'Alan Parker', 'Paul Weitz', 'Terry Gilliam', 'Michael Cimino', 'Jay Roach', 'Bernardo Bertolucci', 'Joel Schumacher', 'Neil Jordan', 'Sergio Leone', 'John D. Hancock', 'John Hillcoat', 'Rodrigo Cortés', 'Bryan Singer', 'Will Finn', 'Don Paul', 'Ulu Grosbard', 'Justin Zackham', 'Harold Ramis', 'Mark Steven Johnson', 'Johnnie To', 'Cédric Kahn', 'Frank Pierson', 'Martin Brest', 'John McNaughton', 'Peter Segal', 'Paul Greengrass', 'Frank Oz', 'Simon Curtis', 'Adam Marcus', 'Oliver Parker', 'Robert Rodriguez', 'Paul Morrissey', 'Orson Welles', 'Michael Radford', 'Irwin Winkler', 'David Grovic', 'John Curran', 'Gary McKendry', 'Elia Kazan']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Mary Shelley's Frankenstein --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet --[written_by]--> Kenneth Branagh
Path (Raw):       Mary Shelley's Frankenstein --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet --[written_by]--> Kenneth Branagh
Neg LogProb(↓):   1.818882
Path Entropy(↓):  3.070528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jacqueline pearce appeared in the same movie with who
Start Entity:     Jacqueline Pearce
Gold Answer:      [['Brook Williams', 'André Morell']]
Predicted Ans:    André Morell
Predicted Path:   Jacqueline Pearce --[(INV) starred_actors]--> The Plague of the Zombies --[starred_actors]--> André Morell
Path (Raw):       Jacqueline Pearce --[No Operation]--> Jacqueline Pearce --[(INV) starred_actors]--> The Plague of the Zombies --[starred_actors]--> André Morell
Neg LogProb(↓):   0.009838
Path Entropy(↓):  0.056829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of north country were directed by who
Start Entity:     North Country
Gold Answer:      [['Mark Piznarski']]
Predicted Ans:    Niki Caro
Predicted Path:   North Country --[written_by]--> Laura Leedy --[(INV) written_by]--> North Country --[directed_by]--> Niki Caro
Path (Raw):       North Country --[written_by]--> Laura Leedy --[(INV) written_by]--> North Country --[directed_by]--> Niki Caro
Neg LogProb(↓):   0.004917
Path Entropy(↓):  0.032572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the creator of the film script for charlie st. cloud
Start Entity:     Charlie St. Cloud
Gold Answer:      [['Ben Sherwood']]
Predicted Ans:    Ben Sherwood
Predicted Path:   Charlie St. Cloud --[written_by]--> Ben Sherwood --[(INV) written_by]--> Charlie St. Cloud --[written_by]--> Ben Sherwood
Path (Raw):       Charlie St. Cloud --[written_by]--> Ben Sherwood --[(INV) written_by]--> Charlie St. Cloud --[written_by]--> Ben Sherwood
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is dark horse
Start Entity:     Dark Horse
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Dark Horse --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Dark Horse --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.538473
Path Entropy(↓):  5.081495
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by philippe noiret
Start Entity:     Philippe Noiret
Gold Answer:      [['Francesco Rosi', 'Valerio Zurlini', 'Yves Robert', 'Marco Ferreri', 'Frédéric Back']]
Predicted Ans:    Frédéric Back
Predicted Path:   Philippe Noiret --[(INV) starred_actors]--> The Man Who Planted Trees --[directed_by]--> Frédéric Back
Path (Raw):       Philippe Noiret --[No Operation]--> Philippe Noiret --[(INV) starred_actors]--> The Man Who Planted Trees --[directed_by]--> Frédéric Back
Neg LogProb(↓):   0.834272
Path Entropy(↓):  1.033142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of spontaneous combustion
Start Entity:     Spontaneous Combustion
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Spontaneous Combustion --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Path (Raw):       Spontaneous Combustion --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Neg LogProb(↓):   0.413471
Path Entropy(↓):  1.184260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by estelle getty were in which genres
Start Entity:     Estelle Getty
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Estelle Getty --[(INV) starred_actors]--> Mannequin --[has_genre]--> Comedy
Path (Raw):       Estelle Getty --[No Operation]--> Estelle Getty --[(INV) starred_actors]--> Mannequin --[has_genre]--> Comedy
Neg LogProb(↓):   0.002757
Path Entropy(↓):  0.020803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the lost world
Start Entity:     The Lost World
Gold Answer:      [['George Bernard Shaw', 'Olive Higgins Prouty', 'Abem Finkel', 'Seton I. Miller', 'Philip Dunne', "John O'Hara", 'Harry Segall', 'John Collier', 'Louis Verneuil', 'Albert Maltz', 'Casey Robinson', 'Joseph Than', 'Mark Bomback', 'Curt Siodmak', 'Harry Bates', 'Roland Kibbee', 'Edmund H. North', 'Elizabeth von Arnim', 'Lewis R. Foster', 'Sidney Buchman', 'Norman Reilly Raine', 'Mark Twain', 'Lenore J. Coffee', 'Andrew J. Fenady', 'Al Dewlen', 'Daniel Taradash', 'Willard Robertson', 'Gaston Leroux', 'Ernst Lothar', 'Charlotte Armstrong', 'L.C. Moyzisch', 'Jack Moffitt', 'Michael Wilson', 'Cameron Rogers', 'Gina Kaus', 'Fannie Hurst', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Charles Nordhoff', 'James Norman Hall', 'Annemarie Selinko', 'Julius J. Epstein', 'Philip G. Epstein', 'Lloyd C. Douglas']]
Predicted Ans:    Casey Robinson
Predicted Path:   The Lost World --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[written_by]--> Casey Robinson
Path (Raw):       The Lost World --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.869455
Path Entropy(↓):  1.587185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was palo alto written by
Start Entity:     Palo Alto
Gold Answer:      [['James Franco', 'Gia Coppola']]
Predicted Ans:    James Franco
Predicted Path:   Palo Alto --[written_by]--> James Franco --[(INV) written_by]--> Good Time Max --[written_by]--> James Franco
Path (Raw):       Palo Alto --[written_by]--> James Franco --[(INV) written_by]--> Good Time Max --[written_by]--> James Franco
Neg LogProb(↓):   0.126177
Path Entropy(↓):  0.471987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by jan troell
Start Entity:     Jan Troell
Gold Answer:      [['2008', '1996', '1972', '1971']]
Predicted Ans:    2008
Predicted Path:   Jan Troell --[(INV) directed_by]--> Everlasting Moments --[release_year]--> 2008
Path (Raw):       Jan Troell --[No Operation]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[release_year]--> 2008
Neg LogProb(↓):   0.832440
Path Entropy(↓):  1.261037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the u. s. vs. john lennon were released in which years
Start Entity:     The U.S. vs. John Lennon
Gold Answer:      [['1965', '1964', '1967', '2010']]
Predicted Ans:    1964
Predicted Path:   The U.S. vs. John Lennon --[starred_actors]--> John Lennon --[(INV) starred_actors]--> A Hard Day's Night --[release_year]--> 1964
Path (Raw):       The U.S. vs. John Lennon --[starred_actors]--> John Lennon --[(INV) starred_actors]--> A Hard Day's Night --[release_year]--> 1964
Neg LogProb(↓):   0.223750
Path Entropy(↓):  0.664277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the adventures of tartu were in which languages
Start Entity:     The Adventures of Tartu
Gold Answer:      [['Mandarin', 'French', 'English']]
Predicted Ans:    French
Predicted Path:   The Adventures of Tartu --[starred_actors]--> Robert Donat --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       The Adventures of Tartu --[starred_actors]--> Robert Donat --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.335083
Path Entropy(↓):  0.603152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the death of mr. lazarescu also directed which films
Start Entity:     The Death of Mr. Lazarescu
Gold Answer:      [['Aurora']]
Predicted Ans:    Aurora
Predicted Path:   The Death of Mr. Lazarescu --[directed_by]--> Cristi Puiu --[(INV) directed_by]--> Aurora
Path (Raw):       The Death of Mr. Lazarescu --[directed_by]--> Cristi Puiu --[(INV) directed_by]--> Aurora --[No Operation]--> Aurora
Neg LogProb(↓):   0.060988
Path Entropy(↓):  0.224668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of proof of life is also the director of which films
Start Entity:     Proof of Life
Gold Answer:      [['An Officer and a Gentleman', 'Dolores Claiborne', 'Parker', 'The Idolmaker', 'White Nights', 'Love Ranch', 'Against All Odds', 'Ray', "Everybody's All-American"]]
Predicted Ans:    Proof of Life
Predicted Path:   Proof of Life --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> Proof of Life
Path (Raw):       Proof of Life --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> Proof of Life --[No Operation]--> Proof of Life
Neg LogProb(↓):   0.804881
Path Entropy(↓):  1.770923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie the insider
Start Entity:     The Insider
Gold Answer:      [['RZA', 'Michael Almereyda', 'Robert Littell', 'Michael Wadleigh', 'Whitley Strieber', 'Aaron Kim Johnston', 'Paul Haggis', 'Michael Mann', 'Eric Bernt', 'Franco Zeffirelli', 'Clare Peploe', 'Gavin Lambert', 'Michael Hoffman', 'Warwick Ross', 'David Mamet', 'David Ignatius', 'Matthew Michael Carnahan', 'Simon Moore', 'David Koepp', 'Edwin Torres', 'Augusto Caminito', 'James Ellroy', 'Rudyard Kipling', 'Curtis Hanson', 'Fred Cavayé', 'John Tatoulis', "Louis L'Amour", 'Tony Richardson', 'James Hadley Chase', 'Sylvia Nasar', 'William Prochnau', 'Thomas Hargrove', 'Billy Ray', 'Charles McKeown', 'Mario Puzo', 'Luigi Cozzi', 'Nat Wachsberger', 'Douglas Fairbanks', 'Erik Skjoldbjærg', 'Jocelyn Moorhouse', 'Richard Matheson', 'Joseph D. Pistone', 'Richard Woodley', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'Jean Giono', 'William Monahan', 'William Brookfield', 'Robert Mundi', 'Israel Horovitz', 'Michael Radford', 'James Mills', 'Stephen Gaghan', 'Joan Didion', 'John Gregory Dunne', 'Armitage Trail', 'René Hardy', 'Rebecca Miller', 'Michael Schroeder', 'Howard Lindsay', 'Russel Crouse', 'William Shakespeare', 'Robert Dillon', 'William Marchant', 'Kenneth Branagh', 'Robert Baer', 'Gerald Walker', 'Oliver Stone', 'Nikolaj Frobenius', 'Cecil Lewis', 'Howard Barker', 'Andrew Knight', 'Andrew Anastasios', 'Ari Handel', 'Francis Ford Coppola', 'Shane Acker', 'John Buell', 'Pamela Pettler', 'Atom Egoyan', 'Terrence McNally', 'Akiva Goldsman', 'Tony Gilroy', 'Brian Tucker', 'Darren Aronofsky', 'Paul Morrissey', 'Terrence Malick', 'Bo Goldman', 'Geoffrey Wright', 'Eli Roth', 'Waldo Salt', 'Boris Pasternak', 'Richard Price', 'Jay Parini', 'Erich Maria Remarque', 'Paul Fierlinger', 'John Huston', 'David Auburn', 'Sandra Fierlinger', 'Thomas Michael Donnelly', 'David France', 'Dino Risi', 'Ernest Lehman', 'Robert Cormier', 'William Friedkin', 'Guillaume Lemans', 'Paul Attanasio', 'David Roach', 'Brian Helgeland', 'Claude Lelouch', 'Grigori Kozintsev', 'Peter Mayle', 'Budd Schulberg', 'Steve Tesich', 'Michel Audiard', 'Elyne Mitchell', 'Jon Stephens', 'René Barjavel', 'Raymond Bernard', 'Terry Gilliam', 'Steven Zaillian', 'Patrick Lussier', 'Ruggero Maccari', 'Giovanni Arpino', 'Mick Molloy', 'Ira Lewis', 'Russell Gewirtz', 'Anders Bodelsen', 'Norman Wexler', 'Peter Maas']]
Predicted Ans:    Jean Giono
Predicted Path:   The Insider --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Man Who Planted Trees --[written_by]--> Jean Giono
Path (Raw):       The Insider --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Man Who Planted Trees --[written_by]--> Jean Giono
Neg LogProb(↓):   1.895061
Path Entropy(↓):  2.457669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film the green man
Start Entity:     The Green Man
Gold Answer:      [['Frank Launder', 'Sidney Gilliat']]
Predicted Ans:    Frank Launder
Predicted Path:   The Green Man --[written_by]--> Frank Launder --[(INV) written_by]--> Night Train to Munich --[written_by]--> Frank Launder
Path (Raw):       The Green Man --[written_by]--> Frank Launder --[(INV) written_by]--> Night Train to Munich --[written_by]--> Frank Launder
Neg LogProb(↓):   0.125460
Path Entropy(↓):  0.420876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the medallion were released in which years
Start Entity:     The Medallion
Gold Answer:      [['2008', '1995', '1994', '1992']]
Predicted Ans:    1995
Predicted Path:   The Medallion --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[release_year]--> 1995
Path (Raw):       The Medallion --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[release_year]--> 1995
Neg LogProb(↓):   0.036558
Path Entropy(↓):  0.200042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film mortdecai
Start Entity:     Mortdecai
Gold Answer:      [['Mike Newell', 'Ole Bornedal', 'Mark Herman', 'Paul McGuigan', 'John Requa', 'Lasse Hallström', 'Glenn Ficarra', 'Rodrigo García', 'Mike Johnson', 'Antonia Bird', 'Chris Noonan', 'John Badham', "Thaddeus O'Sullivan", 'Sharon Maguire', 'John V. Soto', 'Roman Polanski', 'Carl Prechezer', 'Gore Verbinski', 'Brian Helgeland', 'Grant Heslov', 'Scott Stewart', 'Richard Loncraine', 'Michael Bay', 'Baz Luhrmann', 'Jack Gold', 'Peyton Reed', 'James Dearden', 'Ridley Scott', 'Laurence Dunmore', 'David Koepp', 'Bruce Robinson', 'Rand Ravich', 'Marc Forster', 'Stephan Elliott', 'Terry Gilliam', 'Marcel Langenegger', 'John Waters', 'Jon Amiel', 'Johnny Depp', 'Jim Jarmusch', 'Mira Nair', 'Bryan Singer', 'David Mackenzie', 'J.C. Chandor', 'George Bowers', 'Emir Kusturica', 'Wally Pfister', 'Danny Boyle', 'Tim Burton', 'Wiebke von Carolsfeld', 'Nick Murphy', 'Irving Rapper', 'Robert Rodriguez', 'Julius Avery', 'Norman Z. McLeod', 'Jeremy Leven', 'Florian Henckel von Donnersmarck', 'Michael Ritchie']]
Predicted Ans:    Ole Bornedal
Predicted Path:   Mortdecai --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Path (Raw):       Mortdecai --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Neg LogProb(↓):   1.200267
Path Entropy(↓):  1.964189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by erik skjoldbjærg
Start Entity:     Erik Skjoldbjærg
Gold Answer:      [['Norwegian', 'English']]
Predicted Ans:    English
Predicted Path:   Erik Skjoldbjærg --[(INV) written_by]--> Insomnia --[in_language]--> English
Path (Raw):       Erik Skjoldbjærg --[No Operation]--> Erik Skjoldbjærg --[(INV) written_by]--> Insomnia --[in_language]--> English
Neg LogProb(↓):   1.225274
Path Entropy(↓):  1.381577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by martyn green released
Start Entity:     Martyn Green
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   Martyn Green --[(INV) starred_actors]--> The Mikado --[release_year]--> 1939
Path (Raw):       Martyn Green --[No Operation]--> Martyn Green --[(INV) starred_actors]--> The Mikado --[release_year]--> 1939
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor david hedison acted together with who
Start Entity:     David Hedison
Gold Answer:      [['Michael Rennie', 'Jill St. John', 'Claude Rains']]
Predicted Ans:    Claude Rains
Predicted Path:   David Hedison --[(INV) starred_actors]--> The Lost World --[starred_actors]--> Claude Rains
Path (Raw):       David Hedison --[No Operation]--> David Hedison --[(INV) starred_actors]--> The Lost World --[starred_actors]--> Claude Rains
Neg LogProb(↓):   0.003790
Path Entropy(↓):  0.027043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by axel corti
Start Entity:     Axel Corti
Gold Answer:      [['Timothy Dalton']]
Predicted Ans:    Timothy Dalton
Predicted Path:   Axel Corti --[(INV) written_by]--> The King's Whore --[starred_actors]--> Timothy Dalton
Path (Raw):       Axel Corti --[No Operation]--> Axel Corti --[(INV) written_by]--> The King's Whore --[starred_actors]--> Timothy Dalton
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of sofia coppola
Start Entity:     Sofia Coppola
Gold Answer:      [['Richard Price', 'Francis Ford Coppola', 'Jeffrey Eugenides', 'Stefan Zweig', 'Woody Allen']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Sofia Coppola --[(INV) written_by]--> New York Stories --[written_by]--> Francis Ford Coppola
Path (Raw):       Sofia Coppola --[No Operation]--> Sofia Coppola --[(INV) written_by]--> New York Stories --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.672496
Path Entropy(↓):  0.866650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie rocky iv were released in which years
Start Entity:     Rocky IV
Gold Answer:      [['1983', '1976', '1978', '2001', '2008', '1990', '2012', '1993', '2010', '1982', '2006', '2014', '1979', '1987', '1986', '1984', '2013']]
Predicted Ans:    2008
Predicted Path:   Rocky IV --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[release_year]--> 2008
Path (Raw):       Rocky IV --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[release_year]--> 2008
Neg LogProb(↓):   0.126235
Path Entropy(↓):  0.540453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie reap the wild wind, when was it released
Start Entity:     Reap the Wild Wind
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Reap the Wild Wind --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       Reap the Wild Wind --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   2.497170
Path Entropy(↓):  3.685200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by series
Start Entity:     series
Gold Answer:      [['The Simpsons Movie', 'Lethal Weapon 3', 'Lethal Weapon', 'Lethal Weapon 4', 'The Return of the Pink Panther', 'Harry Potter and the Half-Blood Prince']]
Predicted Ans:    The Return of the Pink Panther
Predicted Path:   series --[(INV) has_tags]--> The Return of the Pink Panther --[has_tags]--> series --[(INV) has_tags]--> The Return of the Pink Panther
Path (Raw):       series --[(INV) has_tags]--> The Return of the Pink Panther --[has_tags]--> series --[(INV) has_tags]--> The Return of the Pink Panther
Neg LogProb(↓):   0.003394
Path Entropy(↓):  0.027787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by rob reiner fall under
Start Entity:     Rob Reiner
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Rob Reiner --[(INV) written_by]--> Flipped --[has_genre]--> Comedy
Path (Raw):       Rob Reiner --[No Operation]--> Rob Reiner --[(INV) written_by]--> Flipped --[has_genre]--> Comedy
Neg LogProb(↓):   0.423324
Path Entropy(↓):  0.662439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did ella reid act in
Start Entity:     Ella Reid
Gold Answer:      [['Caged Heat']]
Predicted Ans:    Caged Heat
Predicted Path:   Ella Reid --[(INV) starred_actors]--> Caged Heat --[starred_actors]--> Erica Gavin --[(INV) starred_actors]--> Caged Heat
Path (Raw):       Ella Reid --[(INV) starred_actors]--> Caged Heat --[starred_actors]--> Erica Gavin --[(INV) starred_actors]--> Caged Heat
Neg LogProb(↓):   0.643646
Path Entropy(↓):  0.703400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mara hobel appeared in the same movie with who
Start Entity:     Mara Hobel
Gold Answer:      [['Aaron Williams', 'Michael Lucas', 'Hugh Panaro']]
Predicted Ans:    Mara Hobel
Predicted Path:   Mara Hobel --[(INV) starred_actors]--> Broadway Damage --[starred_actors]--> Mara Hobel
Path (Raw):       Mara Hobel --[No Operation]--> Mara Hobel --[(INV) starred_actors]--> Broadway Damage --[starred_actors]--> Mara Hobel
Neg LogProb(↓):   0.048004
Path Entropy(↓):  0.236302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies acted by mahima chaudhry in
Start Entity:     Mahima Chaudhry
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Mahima Chaudhry --[(INV) starred_actors]--> Pardes --[has_genre]--> Musical
Path (Raw):       Mahima Chaudhry --[No Operation]--> Mahima Chaudhry --[(INV) starred_actors]--> Pardes --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by june foray fall under
Start Entity:     June Foray
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   June Foray --[(INV) starred_actors]--> Trick or Treat --[has_genre]--> Horror
Path (Raw):       June Foray --[No Operation]--> June Foray --[(INV) starred_actors]--> Trick or Treat --[has_genre]--> Horror
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the handmaid's tale
Start Entity:     The Handmaid's Tale
Gold Answer:      [['1980', '1970', '2008', '1992', '2006', '1967', '1979', '1974', '1984', '2007', '1968', '1998', '2009', '2004', '1973', '1994', '1931', '1983', '1995', '1976', '1972', '2001', '1990', '1996', '2002', '1981', '2012', '1961', '2011', '1986', '1988', '1978', '1997', '1975', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1994
Predicted Path:   The Handmaid's Tale --[starred_actors]--> Natasha Richardson --[(INV) starred_actors]--> Nell --[release_year]--> 1994
Path (Raw):       The Handmaid's Tale --[starred_actors]--> Natasha Richardson --[(INV) starred_actors]--> Nell --[release_year]--> 1994
Neg LogProb(↓):   1.662212
Path Entropy(↓):  2.880821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film character released
Start Entity:     Character
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Character --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       Character --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   2.733162
Path Entropy(↓):  4.273764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jon cryer starred together with who
Start Entity:     Jon Cryer
Gold Answer:      [['Demi Moore']]
Predicted Ans:    Jon Cryer
Predicted Path:   Jon Cryer --[(INV) starred_actors]--> Went to Coney Island on a Mission from God... Be Back by Five --[starred_actors]--> Jon Cryer
Path (Raw):       Jon Cryer --[No Operation]--> Jon Cryer --[(INV) starred_actors]--> Went to Coney Island on a Mission from God... Be Back by Five --[starred_actors]--> Jon Cryer
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000273
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in kiss of death
Start Entity:     Kiss of Death
Gold Answer:      [['Helen Hunt', 'Samuel L. Jackson', 'David Caruso', 'Nicolas Cage']]
Predicted Ans:    Coleen Gray
Predicted Path:   Kiss of Death --[starred_actors]--> Coleen Gray --[(INV) starred_actors]--> Kansas City Confidential --[starred_actors]--> Coleen Gray
Path (Raw):       Kiss of Death --[starred_actors]--> Coleen Gray --[(INV) starred_actors]--> Kansas City Confidential --[starred_actors]--> Coleen Gray
Neg LogProb(↓):   0.016724
Path Entropy(↓):  0.098538
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie the loss of a teardrop diamond starred who
Start Entity:     The Loss of a Teardrop Diamond
Gold Answer:      [['Bryce Dallas Howard']]
Predicted Ans:    Bryce Dallas Howard
Predicted Path:   The Loss of a Teardrop Diamond --[directed_by]--> Jodie Markell --[(INV) directed_by]--> The Loss of a Teardrop Diamond --[starred_actors]--> Bryce Dallas Howard
Path (Raw):       The Loss of a Teardrop Diamond --[directed_by]--> Jodie Markell --[(INV) directed_by]--> The Loss of a Teardrop Diamond --[starred_actors]--> Bryce Dallas Howard
Neg LogProb(↓):   0.017078
Path Entropy(↓):  0.088450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by william haines
Start Entity:     William Haines
Gold Answer:      [['E.J. Rath', 'Rida Johnson Young']]
Predicted Ans:    E.J. Rath
Predicted Path:   William Haines --[(INV) starred_actors]--> Fast Life --[written_by]--> E.J. Rath
Path (Raw):       William Haines --[No Operation]--> William Haines --[(INV) starred_actors]--> Fast Life --[written_by]--> E.J. Rath
Neg LogProb(↓):   0.025374
Path Entropy(↓):  0.151652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by natassia malthe
Start Entity:     Natassia Malthe
Gold Answer:      [['Matthew Hastings']]
Predicted Ans:    Matthew Hastings
Predicted Path:   Natassia Malthe --[(INV) starred_actors]--> Bloodsuckers --[written_by]--> Matthew Hastings
Path (Raw):       Natassia Malthe --[No Operation]--> Natassia Malthe --[(INV) starred_actors]--> Bloodsuckers --[written_by]--> Matthew Hastings
Neg LogProb(↓):   0.000069
Path Entropy(↓):  0.000731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in if you could see what i hear
Start Entity:     If You Could See What I Hear
Gold Answer:      [['Fantasy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   If You Could See What I Hear --[starred_actors]--> Marc Singer --[(INV) starred_actors]--> If You Could See What I Hear --[has_genre]--> Drama
Path (Raw):       If You Could See What I Hear --[starred_actors]--> Marc Singer --[(INV) starred_actors]--> If You Could See What I Hear --[has_genre]--> Drama
Neg LogProb(↓):   0.547892
Path Entropy(↓):  1.107886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was brian klugman the writer of
Start Entity:     Brian Klugman
Gold Answer:      [['The Words']]
Predicted Ans:    The Words
Predicted Path:   Brian Klugman --[(INV) written_by]--> The Words --[written_by]--> Brian Klugman --[(INV) written_by]--> The Words
Path (Raw):       Brian Klugman --[(INV) written_by]--> The Words --[written_by]--> Brian Klugman --[(INV) written_by]--> The Words
Neg LogProb(↓):   0.036088
Path Entropy(↓):  0.153357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the steel trap
Start Entity:     The Steel Trap
Gold Answer:      [['Romance', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Steel Trap --[starred_actors]--> Teresa Wright --[(INV) starred_actors]--> Mrs. Miniver --[has_genre]--> Drama
Path (Raw):       The Steel Trap --[starred_actors]--> Teresa Wright --[(INV) starred_actors]--> Mrs. Miniver --[has_genre]--> Drama
Neg LogProb(↓):   0.083838
Path Entropy(↓):  0.361182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film maniac was directed by who
Start Entity:     Maniac
Gold Answer:      [['William Lustig']]
Predicted Ans:    Dwain Esper
Predicted Path:   Maniac --[directed_by]--> Dwain Esper --[(INV) directed_by]--> Maniac --[directed_by]--> Dwain Esper
Path (Raw):       Maniac --[directed_by]--> Dwain Esper --[(INV) directed_by]--> Maniac --[directed_by]--> Dwain Esper
Neg LogProb(↓):   0.187707
Path Entropy(↓):  0.573426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie i'll never forget what's'isname, when was it released
Start Entity:     I'll Never Forget What's'isname
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   I'll Never Forget What's'isname --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Path (Raw):       I'll Never Forget What's'isname --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Neg LogProb(↓):   2.455980
Path Entropy(↓):  3.786207
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie osama
Start Entity:     Osama
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Osama --[release_year]--> 2003 --[(INV) release_year]--> Timeline --[release_year]--> 2003
Path (Raw):       Osama --[release_year]--> 2003 --[(INV) release_year]--> Timeline --[release_year]--> 2003
Neg LogProb(↓):   3.472927
Path Entropy(↓):  4.741834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by paul hogan
Start Entity:     Paul Hogan
Gold Answer:      [['Jack Cowden', 'Ricou Browning', 'Arthur Weiss']]
Predicted Ans:    Arthur Weiss
Predicted Path:   Paul Hogan --[(INV) starred_actors]--> Flipper --[written_by]--> Arthur Weiss
Path (Raw):       Paul Hogan --[No Operation]--> Paul Hogan --[(INV) starred_actors]--> Flipper --[written_by]--> Arthur Weiss
Neg LogProb(↓):   1.025511
Path Entropy(↓):  1.406899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie 1408 released
Start Entity:     1408
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   1408 --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       1408 --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.170637
Path Entropy(↓):  4.599901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the great buck howard are written by who
Start Entity:     The Great Buck Howard
Gold Answer:      [['Liliana Cavani', 'Christopher Hampton', 'Manoel de Oliveira', 'Patricia Highsmith', 'Daniel Clowes', 'John Steinbeck', 'Paul Bowles', 'Damian Harris', 'Ethan Coen', 'Arthur Miller', 'Eugene Solow', 'Tony DeZuniga', 'John Albano', 'Valerie Martin', 'Gilbert Adair', 'Stephen Jeffreys', 'Bruce Robinson', 'Wim Wenders', 'Stanley Roberts', 'Jeff Maguire', 'Bernardo Bertolucci', 'Anna Maria Monticelli', 'Choderlos de Laclos', 'Mike White', 'Steven Katz', 'Gilles Bourdos', 'Guillaume Musso', 'Raoul Ruiz', 'Michelangelo Antonioni', 'Horton Foote', 'Randall Wallace', 'Henry James']]
Predicted Ans:    Wim Wenders
Predicted Path:   The Great Buck Howard --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       The Great Buck Howard --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.626723
Path Entropy(↓):  1.174928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was patricia wettig an actor in
Start Entity:     Patricia Wettig
Gold Answer:      [['City Slickers']]
Predicted Ans:    Splash
Predicted Path:   Patricia Wettig --[(INV) starred_actors]--> City Slickers --[written_by]--> Babaloo Mandel --[(INV) written_by]--> Splash
Path (Raw):       Patricia Wettig --[(INV) starred_actors]--> City Slickers --[written_by]--> Babaloo Mandel --[(INV) written_by]--> Splash
Neg LogProb(↓):   0.325171
Path Entropy(↓):  0.698680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of movie is beneath hill 60
Start Entity:     Beneath Hill 60
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Beneath Hill 60 --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Beneath Hill 60 --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.326426
Path Entropy(↓):  2.344969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by paulina garcia were written by who
Start Entity:     Paulina García
Gold Answer:      [['Sebastián Lelio', 'John Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Paulina García --[(INV) starred_actors]--> Gloria --[written_by]--> John Cassavetes
Path (Raw):       Paulina García --[No Operation]--> Paulina García --[(INV) starred_actors]--> Gloria --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.699152
Path Entropy(↓):  0.725607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by blue caprice actors
Start Entity:     Blue Caprice
Gold Answer:      [['Theodore Witcher']]
Predicted Ans:    Theodore Witcher
Predicted Path:   Blue Caprice --[starred_actors]--> Isaiah Washington --[(INV) starred_actors]--> Love Jones --[written_by]--> Theodore Witcher
Path (Raw):       Blue Caprice --[starred_actors]--> Isaiah Washington --[(INV) starred_actors]--> Love Jones --[written_by]--> Theodore Witcher
Neg LogProb(↓):   0.000088
Path Entropy(↓):  0.000997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film beyond the sea
Start Entity:     Beyond the Sea
Gold Answer:      [['Kevin Spacey']]
Predicted Ans:    Kevin Spacey
Predicted Path:   Beyond the Sea --[written_by]--> Kevin Spacey --[(INV) written_by]--> Beyond the Sea --[written_by]--> Kevin Spacey
Path (Raw):       Beyond the Sea --[written_by]--> Kevin Spacey --[(INV) written_by]--> Beyond the Sea --[written_by]--> Kevin Spacey
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by ripley's game actors
Start Entity:     Ripley's Game
Gold Answer:      [['French', 'Portuguese', 'English', 'Italian', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ripley's Game --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Empire of the Sun --[in_language]--> Japanese
Path (Raw):       Ripley's Game --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Empire of the Sun --[in_language]--> Japanese
Neg LogProb(↓):   0.001610
Path Entropy(↓):  0.012013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film how i won the war
Start Entity:     How I Won the War
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    War
Predicted Path:   How I Won the War --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       How I Won the War --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   3.770312
Path Entropy(↓):  2.840846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the dark crystal
Start Entity:     The Dark Crystal
Gold Answer:      [['dark', 'bd-r', 'frank oz', 'jim henson', 'fantasy']]
Predicted Ans:    bd-r
Predicted Path:   The Dark Crystal --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Dark Crystal --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.439723
Path Entropy(↓):  0.677426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in actrices also appears in which movies
Start Entity:     Actrices
Gold Answer:      [['Human Capital']]
Predicted Ans:    Human Capital
Predicted Path:   Actrices --[starred_actors]--> Valeria Bruni Tedeschi --[(INV) starred_actors]--> Human Capital
Path (Raw):       Actrices --[starred_actors]--> Valeria Bruni Tedeschi --[No Operation]--> Valeria Bruni Tedeschi --[(INV) starred_actors]--> Human Capital
Neg LogProb(↓):   0.002344
Path Entropy(↓):  0.016518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie the greatest game ever played in a few words
Start Entity:     The Greatest Game Ever Played
Gold Answer:      [['bill paxton', 'sports', 'golf']]
Predicted Ans:    golf
Predicted Path:   The Greatest Game Ever Played --[has_tags]--> golf --[(INV) has_tags]--> Den ofrivillige golfaren --[has_tags]--> golf
Path (Raw):       The Greatest Game Ever Played --[has_tags]--> golf --[(INV) has_tags]--> Den ofrivillige golfaren --[has_tags]--> golf
Neg LogProb(↓):   0.407043
Path Entropy(↓):  0.656096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by billy campbell were written by who
Start Entity:     Billy Campbell
Gold Answer:      [['Martin Dugard', "Bill O'Reilly", 'Erik Jendresen', 'William Dear', 'Danny Bilson', 'Paul De Meo', 'Dave Stevens']]
Predicted Ans:    William Dear
Predicted Path:   Billy Campbell --[(INV) starred_actors]--> The Rocketeer --[written_by]--> William Dear
Path (Raw):       Billy Campbell --[No Operation]--> Billy Campbell --[(INV) starred_actors]--> The Rocketeer --[written_by]--> William Dear
Neg LogProb(↓):   0.011300
Path Entropy(↓):  0.074838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie jeremiah johnson
Start Entity:     Jeremiah Johnson
Gold Answer:      [['Crow']]
Predicted Ans:    Crow
Predicted Path:   Jeremiah Johnson --[in_language]--> Crow --[(INV) in_language]--> Jeremiah Johnson --[in_language]--> Crow
Path (Raw):       Jeremiah Johnson --[in_language]--> Crow --[(INV) in_language]--> Jeremiah Johnson --[in_language]--> Crow
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by tomboy writers
Start Entity:     Tomboy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tomboy --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy --[has_genre]--> Drama
Path (Raw):       Tomboy --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy --[has_genre]--> Drama
Neg LogProb(↓):   0.001239
Path Entropy(↓):  0.009615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film peyton place
Start Entity:     Peyton Place
Gold Answer:      [['1946', '1954', '1959', '1993', '1920', '1941', '1939', '1957', '1973', '1947', '1956', '1931', '1943', '1948', '1940', '1981', '1961', '1955', '2011', '1988', '1934', '1960', '1952', '1969', '1937']]
Predicted Ans:    1931
Predicted Path:   Peyton Place --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1931
Path (Raw):       Peyton Place --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1931
Neg LogProb(↓):   1.648280
Path Entropy(↓):  2.439623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed public enemies
Start Entity:     Public Enemies
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Public Enemies --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Public Enemies --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.557115
Path Entropy(↓):  0.682840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did hiroshi nishitani direct
Start Entity:     Hiroshi Nishitani
Gold Answer:      [['Suspect X']]
Predicted Ans:    Suspect X
Predicted Path:   Hiroshi Nishitani --[(INV) directed_by]--> Suspect X --[directed_by]--> Hiroshi Nishitani --[(INV) directed_by]--> Suspect X
Path (Raw):       Hiroshi Nishitani --[(INV) directed_by]--> Suspect X --[directed_by]--> Hiroshi Nishitani --[(INV) directed_by]--> Suspect X
Neg LogProb(↓):   0.000192
Path Entropy(↓):  0.001840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by doug simon
Start Entity:     Doug Simon
Gold Answer:      [['Cody Horn', 'Frank Grillo', 'Maria Bello', 'Lou Taylor Pucci', 'Dustin Milligan', 'Jon Foster', 'Trevor Morgan', 'Arlen Escarpeta']]
Predicted Ans:    Lou Taylor Pucci
Predicted Path:   Doug Simon --[(INV) written_by]--> Brotherhood --[starred_actors]--> Lou Taylor Pucci
Path (Raw):       Doug Simon --[No Operation]--> Doug Simon --[(INV) written_by]--> Brotherhood --[starred_actors]--> Lou Taylor Pucci
Neg LogProb(↓):   0.365036
Path Entropy(↓):  0.616412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter adam nagata co - wrote movies with who
Start Entity:     Adam Nagata
Gold Answer:      [['Matt Aselton']]
Predicted Ans:    Adam Nagata
Predicted Path:   Adam Nagata --[(INV) written_by]--> Gigantic --[written_by]--> Adam Nagata
Path (Raw):       Adam Nagata --[No Operation]--> Adam Nagata --[(INV) written_by]--> Gigantic --[written_by]--> Adam Nagata
Neg LogProb(↓):   0.004630
Path Entropy(↓):  0.029449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by michele scarabelli
Start Entity:     Michele Scarabelli
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Michele Scarabelli --[(INV) starred_actors]--> Deadbolt --[has_genre]--> Thriller
Path (Raw):       Michele Scarabelli --[No Operation]--> Michele Scarabelli --[(INV) starred_actors]--> Deadbolt --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with justine waddell
Start Entity:     Justine Waddell
Gold Answer:      [['Richard Roxburgh', 'Catinca Untaru', 'Jonny Lee Miller', 'Lee Pace', 'Gerard Butler', 'Christopher Plummer']]
Predicted Ans:    Lee Pace
Predicted Path:   Justine Waddell --[(INV) starred_actors]--> The Fall --[starred_actors]--> Lee Pace
Path (Raw):       Justine Waddell --[No Operation]--> Justine Waddell --[(INV) starred_actors]--> The Fall --[starred_actors]--> Lee Pace
Neg LogProb(↓):   0.001428
Path Entropy(↓):  0.010966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film dear frankie were released in which years
Start Entity:     Dear Frankie
Gold Answer:      [['1963', '2009', '2008', '2006', '2011', '2007']]
Predicted Ans:    2006
Predicted Path:   Dear Frankie --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> The Pink Panther --[release_year]--> 2006
Path (Raw):       Dear Frankie --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> The Pink Panther --[release_year]--> 2006
Neg LogProb(↓):   0.706742
Path Entropy(↓):  1.122072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the butcher boy, when was it released
Start Entity:     The Butcher Boy
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   The Butcher Boy --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       The Butcher Boy --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   2.912152
Path Entropy(↓):  4.437201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie welcome to the rileys are written by who
Start Entity:     Welcome to the Rileys
Gold Answer:      [['Jack Kerouac', 'Stephenie Meyer', 'Hossein Amini', 'Cherie Currie', 'Pete Hamill', 'Ethan Coen', 'Laurie Halse Anderson', 'Henry Jaglom', 'Matt Russell', 'Olivier Assayas', 'Dennis Lehane', 'David Koepp', 'John Cassavetes', 'Assi Dayan', 'Robert Daley', 'Robert Benton', 'Richard Russo', 'Courtney Hunt', 'Sidney Lumet', 'Floria Sigismondi', 'Evan Daugherty', 'John Lee Hancock', 'Melissa Rosenberg', 'David Twohy']]
Predicted Ans:    Matt Russell
Predicted Path:   Welcome to the Rileys --[starred_actors]--> Melissa Leo --[(INV) starred_actors]--> Seven Days in Utopia --[written_by]--> Matt Russell
Path (Raw):       Welcome to the Rileys --[starred_actors]--> Melissa Leo --[(INV) starred_actors]--> Seven Days in Utopia --[written_by]--> Matt Russell
Neg LogProb(↓):   0.133615
Path Entropy(↓):  0.397449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in death in venice
Start Entity:     Death in Venice
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   Death in Venice --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[in_language]--> Swedish
Path (Raw):       Death in Venice --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[in_language]--> Swedish
Neg LogProb(↓):   0.298099
Path Entropy(↓):  0.570999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of priest
Start Entity:     Priest
Gold Answer:      [['Antonia Bird']]
Predicted Ans:    Antonia Bird
Predicted Path:   Priest --[directed_by]--> Antonia Bird --[(INV) directed_by]--> Priest --[directed_by]--> Antonia Bird
Path (Raw):       Priest --[directed_by]--> Antonia Bird --[(INV) directed_by]--> Priest --[directed_by]--> Antonia Bird
Neg LogProb(↓):   0.072755
Path Entropy(↓):  0.306821
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in uuno turhapuro armeijan leivissa
Start Entity:     Uuno Turhapuro armeijan leivissä
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Uuno Turhapuro armeijan leivissä --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Path (Raw):       Uuno Turhapuro armeijan leivissä --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Neg LogProb(↓):   1.678411
Path Entropy(↓):  2.959019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for loulou
Start Entity:     Loulou
Gold Answer:      [['Maurice Pialat']]
Predicted Ans:    Maurice Pialat
Predicted Path:   Loulou --[written_by]--> Maurice Pialat --[(INV) written_by]--> We Won't Grow Old Together --[written_by]--> Maurice Pialat
Path (Raw):       Loulou --[written_by]--> Maurice Pialat --[(INV) written_by]--> We Won't Grow Old Together --[written_by]--> Maurice Pialat
Neg LogProb(↓):   0.071214
Path Entropy(↓):  0.298240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by ken tanaka released
Start Entity:     Ken Tanaka
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Ken Tanaka --[(INV) starred_actors]--> Godzilla 1985 --[release_year]--> 1984
Path (Raw):       Ken Tanaka --[No Operation]--> Ken Tanaka --[(INV) starred_actors]--> Godzilla 1985 --[release_year]--> 1984
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of silk stockings
Start Entity:     Silk Stockings
Gold Answer:      [['Sam Wood', 'Richard Quine', 'George Cukor', 'Ernst Lubitsch', 'Roy Del Ruth', 'Walter Lang', 'Neil Jordan', 'Paul Czinner', 'Joseph Santley', 'Robert Florey', 'William Keighley', "Robert Vincent O'Neill", 'Alan Johnson', 'David Swift', 'Joseph L. Mankiewicz', 'Gene Saks', 'Frank Capra']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Silk Stockings --[written_by]--> Melchior Lengyel --[(INV) written_by]--> Angel --[directed_by]--> Ernst Lubitsch
Path (Raw):       Silk Stockings --[written_by]--> Melchior Lengyel --[(INV) written_by]--> Angel --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.257324
Path Entropy(↓):  0.793592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the five pennies
Start Entity:     The Five Pennies
Gold Answer:      [['Houseboat', 'On the Double', 'Yours, Mine and Ours', 'A New Kind of Love', 'Cast a Giant Shadow', 'It Started in Naples']]
Predicted Ans:    It Started in Naples
Predicted Path:   The Five Pennies --[written_by]--> Melville Shavelson --[(INV) written_by]--> It Started in Naples
Path (Raw):       The Five Pennies --[written_by]--> Melville Shavelson --[(INV) written_by]--> It Started in Naples --[No Operation]--> It Started in Naples
Neg LogProb(↓):   0.126468
Path Entropy(↓):  0.460955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for two women
Start Entity:     Two Women
Gold Answer:      [['Tahmineh Milani']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   Two Women --[directed_by]--> Tahmineh Milani --[(INV) directed_by]--> Two Women --[directed_by]--> Vittorio De Sica
Path (Raw):       Two Women --[directed_by]--> Tahmineh Milani --[(INV) directed_by]--> Two Women --[directed_by]--> Vittorio De Sica
Neg LogProb(↓):   1.044513
Path Entropy(↓):  0.966513
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote the wind and the lion
Start Entity:     The Wind and the Lion
Gold Answer:      [['Walter Hill', 'Max Nosseck', 'Sydney Pollack', 'Francis Ford Coppola', 'Ted Post', 'Dan Bradley', 'John Huston', 'Marcus Nispel', 'John Milius']]
Predicted Ans:    John Huston
Predicted Path:   The Wind and the Lion --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Path (Raw):       The Wind and the Lion --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Neg LogProb(↓):   0.961526
Path Entropy(↓):  1.757628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by rudolph valentino were in which genres
Start Entity:     Rudolph Valentino
Gold Answer:      [['Drama', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Rudolph Valentino --[(INV) starred_actors]--> The Son of the Sheik --[has_genre]--> Drama
Path (Raw):       Rudolph Valentino --[No Operation]--> Rudolph Valentino --[(INV) starred_actors]--> The Son of the Sheik --[has_genre]--> Drama
Neg LogProb(↓):   0.028643
Path Entropy(↓):  0.135671
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did francois lelord write
Start Entity:     François Lelord
Gold Answer:      [['Hector and the Search for Happiness']]
Predicted Ans:    Hector and the Search for Happiness
Predicted Path:   François Lelord --[(INV) written_by]--> Hector and the Search for Happiness --[written_by]--> Maria von Heland --[(INV) written_by]--> Hector and the Search for Happiness
Path (Raw):       François Lelord --[(INV) written_by]--> Hector and the Search for Happiness --[written_by]--> Maria von Heland --[(INV) written_by]--> Hector and the Search for Happiness
Neg LogProb(↓):   0.386567
Path Entropy(↓):  0.679265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie sherlock holmes and the voice of terror
Start Entity:     Sherlock Holmes and the Voice of Terror
Gold Answer:      [['basil rathbone']]
Predicted Ans:    arthur conan doyle
Predicted Path:   Sherlock Holmes and the Voice of Terror --[has_tags]--> basil rathbone --[(INV) has_tags]--> The Adventures of Sherlock Holmes --[has_tags]--> arthur conan doyle
Path (Raw):       Sherlock Holmes and the Voice of Terror --[has_tags]--> basil rathbone --[(INV) has_tags]--> The Adventures of Sherlock Holmes --[has_tags]--> arthur conan doyle
Neg LogProb(↓):   0.322482
Path Entropy(↓):  0.614514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in the singing detective
Start Entity:     The Singing Detective
Gold Answer:      [['John Gielgud', 'Roger Donaldson', 'Michael Almereyda', 'George Ogilvie', 'Dean Semler', 'Franco Zeffirelli', 'Jeff Stanzler', 'Mark Rydell', 'Robert Towne', 'John Badham', 'Barry Levinson', 'Sean Penn', 'Richard Donner', 'Ron Howard', 'Roland Emmerich', 'Martin Campbell', 'Graham Baker', 'Brian Helgeland', 'Tim Burstall', 'Lewis Milestone', 'Robert Redford', 'Kenneth Branagh', 'Grigori Kozintsev', 'Phil Joanou', 'Gillies MacKinnon', 'Roger Spottiswoode', 'Nancy Meyers', 'Wim Wenders', 'Nick Park', 'Peter Weir', 'Laurence Olivier', 'Jarmo Lampela', 'George Miller', 'Robert Zemeckis', 'Pen Densham', 'Anthony Minghella', 'Luis Mandoki', 'Gillian Armstrong', 'Tony Richardson', 'Adrian Grunberg', 'Robert Rodriguez', 'M. Night Shyamalan', 'Peter Lord', 'Steve Miner', 'Randall Wallace', 'Jodie Foster', 'Mel Gibson', 'Jean Renoir', 'Nick Cassavetes']]
Predicted Ans:    Michael Almereyda
Predicted Path:   The Singing Detective --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[directed_by]--> Michael Almereyda
Path (Raw):       The Singing Detective --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[directed_by]--> Michael Almereyda
Neg LogProb(↓):   1.592168
Path Entropy(↓):  2.207890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the buccaneer
Start Entity:     The Buccaneer
Gold Answer:      [['Anthony Quinn']]
Predicted Ans:    Cecil B. DeMille
Predicted Path:   The Buccaneer --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[directed_by]--> Cecil B. DeMille
Path (Raw):       The Buccaneer --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[directed_by]--> Cecil B. DeMille
Neg LogProb(↓):   0.604733
Path Entropy(↓):  1.413845
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share writers with back to the future part iii fall under
Start Entity:     Back to the Future Part III
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Back to the Future Part III --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Used Cars --[has_genre]--> Comedy
Path (Raw):       Back to the Future Part III --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Used Cars --[has_genre]--> Comedy
Neg LogProb(↓):   0.001866
Path Entropy(↓):  0.015116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film superman returns
Start Entity:     Superman Returns
Gold Answer:      [['2008', '2003', '1992', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '1971', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    2005
Predicted Path:   Superman Returns --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> Edison --[release_year]--> 2005
Path (Raw):       Superman Returns --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> Edison --[release_year]--> 2005
Neg LogProb(↓):   1.186270
Path Entropy(↓):  1.870515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in stay also appears in which movies
Start Entity:     Stay
Gold Answer:      [['All Good Things', 'St. Vincent', 'The Ghost Writer', 'Dream House', 'Jackboots on Whitehall', 'Fair Game', 'I Love You Phillip Morris', 'Deception', 'Fracture', 'Jack the Giant Slayer', 'The Slaughter Rule', 'Last Days in the Desert', 'Incendiary', 'Big Fish', 'Murder by Numbers', 'Mulholland Drive', 'Half Nelson', 'The Impossible', 'Moulin Rouge!', 'Black Hawk Down', 'Blue Juice', 'The Ring', 'The Ides of March', 'King Kong', 'The Island', 'The Assassination of Richard Nixon', '21 Grams', 'Ellie Parker', 'Amelia', 'Mortdecai', 'Lars and the Real Girl', 'Diana', 'Funny Games', 'Blue Valentine', 'The Believer', 'Perfect Sense', 'Drive', 'Trainspotting', 'Nightwatch', 'Sunlight Jr.', 'Brassed Off', 'Shallow Grave', 'Down with Love', 'Only God Forgives', 'Miss Potter', 'The Place Beyond the Pines', 'Rogue Trader', 'Eye of the Beholder', 'Son of a Gun', 'The Men Who Stare at Goats']]
Predicted Ans:    Nightwatch
Predicted Path:   Stay --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch
Path (Raw):       Stay --[starred_actors]--> Ewan McGregor --[No Operation]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch
Neg LogProb(↓):   0.874036
Path Entropy(↓):  2.111764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did james hanlon direct
Start Entity:     James Hanlon
Gold Answer:      [['9/11']]
Predicted Ans:    9/11
Predicted Path:   James Hanlon --[(INV) directed_by]--> 9/11 --[directed_by]--> James Hanlon --[(INV) directed_by]--> 9/11
Path (Raw):       James Hanlon --[(INV) directed_by]--> 9/11 --[directed_by]--> James Hanlon --[(INV) directed_by]--> 9/11
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in deadline
Start Entity:     Deadline
Gold Answer:      [['Biography', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Deadline --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[has_genre]--> Thriller
Path (Raw):       Deadline --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[has_genre]--> Thriller
Neg LogProb(↓):   0.007147
Path Entropy(↓):  0.049876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with jan de bont
Start Entity:     Jan de Bont
Gold Answer:      [['Robert Wise']]
Predicted Ans:    Robert Wise
Predicted Path:   Jan de Bont --[(INV) directed_by]--> The Haunting --[directed_by]--> Robert Wise
Path (Raw):       Jan de Bont --[No Operation]--> Jan de Bont --[(INV) directed_by]--> The Haunting --[directed_by]--> Robert Wise
Neg LogProb(↓):   0.082052
Path Entropy(↓):  0.283678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in mercedes moran starred movies
Start Entity:     Mercedes Morán
Gold Answer:      [['Spanish']]
Predicted Ans:    lucrecia martel
Predicted Path:   Mercedes Morán --[(INV) starred_actors]--> The Holy Girl --[has_tags]--> lucrecia martel
Path (Raw):       Mercedes Morán --[No Operation]--> Mercedes Morán --[(INV) starred_actors]--> The Holy Girl --[has_tags]--> lucrecia martel
Neg LogProb(↓):   0.000096
Path Entropy(↓):  0.001058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does ayesha takia star in
Start Entity:     Ayesha Takia
Gold Answer:      [['Wanted']]
Predicted Ans:    The Last King of Scotland
Predicted Path:   Ayesha Takia --[(INV) starred_actors]--> Wanted --[starred_actors]--> James McAvoy --[(INV) starred_actors]--> The Last King of Scotland
Path (Raw):       Ayesha Takia --[(INV) starred_actors]--> Wanted --[starred_actors]--> James McAvoy --[(INV) starred_actors]--> The Last King of Scotland
Neg LogProb(↓):   0.038799
Path Entropy(↓):  0.207277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for the film firewall
Start Entity:     Firewall
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Firewall --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Firewall --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.362146
Path Entropy(↓):  2.714988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with i'm no angel in
Start Entity:     I'm No Angel
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   I'm No Angel --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[in_language]--> English
Path (Raw):       I'm No Angel --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.000361
Path Entropy(↓):  0.003297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed coonskin
Start Entity:     Coonskin
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Coonskin --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[in_language]--> English
Path (Raw):       Coonskin --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[in_language]--> English
Neg LogProb(↓):   0.075169
Path Entropy(↓):  0.260254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by karl alexander
Start Entity:     Karl Alexander
Gold Answer:      [['Mary Steenburgen', 'Malcolm McDowell', 'David Warner']]
Predicted Ans:    Malcolm McDowell
Predicted Path:   Karl Alexander --[(INV) written_by]--> Time After Time --[starred_actors]--> Malcolm McDowell
Path (Raw):       Karl Alexander --[No Operation]--> Karl Alexander --[(INV) written_by]--> Time After Time --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.505649
Path Entropy(↓):  0.673131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of bright eyes
Start Entity:     Bright Eyes
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Bright Eyes --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Bright Eyes --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.765683
Path Entropy(↓):  5.197141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie samurai rebellion in a few words
Start Entity:     Samurai Rebellion
Gold Answer:      [['japan', 'masaki kobayashi', 'samurai']]
Predicted Ans:    masaki kobayashi
Predicted Path:   Samurai Rebellion --[has_tags]--> masaki kobayashi --[(INV) has_tags]--> Kwaidan --[has_tags]--> masaki kobayashi
Path (Raw):       Samurai Rebellion --[has_tags]--> masaki kobayashi --[(INV) has_tags]--> Kwaidan --[has_tags]--> masaki kobayashi
Neg LogProb(↓):   0.000431
Path Entropy(↓):  0.004205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by stacy keach fall under
Start Entity:     Stacy Keach
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Stacy Keach --[(INV) written_by]--> The Long Riders --[has_genre]--> Western
Path (Raw):       Stacy Keach --[No Operation]--> Stacy Keach --[(INV) written_by]--> The Long Riders --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by vincenzo amato were in which languages
Start Entity:     Vincenzo Amato
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Vincenzo Amato --[(INV) starred_actors]--> Girl on a Bicycle --[in_language]--> English
Path (Raw):       Vincenzo Amato --[No Operation]--> Vincenzo Amato --[(INV) starred_actors]--> Girl on a Bicycle --[in_language]--> English
Neg LogProb(↓):   0.043226
Path Entropy(↓):  0.196494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a horrible way to die are written by who
Start Entity:     A Horrible Way to Die
Gold Answer:      [['Ti West', 'David Bruckner', 'Glenn McQuaid', 'Radio Silence', 'Gareth Evans', 'Jason Eisener', 'Timo Tjahjanto', 'Simon Barrett']]
Predicted Ans:    Timo Tjahjanto
Predicted Path:   A Horrible Way to Die --[directed_by]--> Adam Wingard --[(INV) directed_by]--> V/H/S/2 --[written_by]--> Timo Tjahjanto
Path (Raw):       A Horrible Way to Die --[directed_by]--> Adam Wingard --[(INV) directed_by]--> V/H/S/2 --[written_by]--> Timo Tjahjanto
Neg LogProb(↓):   0.586935
Path Entropy(↓):  1.294590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the best and the brightest
Start Entity:     The Best and the Brightest
Gold Answer:      [['Mark Medoff', 'Richard Siddoway', 'Gillian Flynn', 'Peyo', 'Joseph Olshan']]
Predicted Ans:    Raja Gosnell
Predicted Path:   The Best and the Brightest --[starred_actors]--> Neil Patrick Harris --[(INV) starred_actors]--> The Smurfs --[directed_by]--> Raja Gosnell
Path (Raw):       The Best and the Brightest --[starred_actors]--> Neil Patrick Harris --[(INV) starred_actors]--> The Smurfs --[directed_by]--> Raja Gosnell
Neg LogProb(↓):   0.207718
Path Entropy(↓):  0.692830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies starred by the crucible actors
Start Entity:     The Crucible
Gold Answer:      [['Romance', 'Family', 'Documentary', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Crucible --[starred_actors]--> Paul Scofield --[(INV) starred_actors]--> The Train --[has_genre]--> War
Path (Raw):       The Crucible --[starred_actors]--> Paul Scofield --[(INV) starred_actors]--> The Train --[has_genre]--> War
Neg LogProb(↓):   2.116673
Path Entropy(↓):  0.432552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the love's labour's lost director
Start Entity:     Love's Labour's Lost
Gold Answer:      [['Michael Almereyda', 'Boris Pasternak', 'Mary Shelley', 'Franco Zeffirelli', 'Scott Frank', 'William Shakespeare', 'Rita Rudner', 'Martin Bergman', 'Kenneth Branagh', 'Charles Perrault', 'Grigori Kozintsev', 'Mark Protosevich', 'Joss Whedon', 'Ingmar Bergman', 'Don Payne', 'Zack Stentz', 'Anthony Shaffer', 'Stephen Fry', 'Robert L. Freedman', 'Tony Richardson', 'Harold Pinter', 'Chris Weitz']]
Predicted Ans:    Mary Shelley
Predicted Path:   Love's Labour's Lost --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein --[written_by]--> Mary Shelley
Path (Raw):       Love's Labour's Lost --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein --[written_by]--> Mary Shelley
Neg LogProb(↓):   1.730515
Path Entropy(↓):  1.197870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was bill sherwood the writer of
Start Entity:     Bill Sherwood
Gold Answer:      [['Parting Glances']]
Predicted Ans:    Parting Glances
Predicted Path:   Bill Sherwood --[(INV) written_by]--> Parting Glances --[written_by]--> Bill Sherwood --[(INV) written_by]--> Parting Glances
Path (Raw):       Bill Sherwood --[(INV) written_by]--> Parting Glances --[written_by]--> Bill Sherwood --[(INV) written_by]--> Parting Glances
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film blast from the past
Start Entity:     Blast from the Past
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Blast from the Past --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Blast from the Past --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.525954
Path Entropy(↓):  4.623937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie blonde ice were released in which years
Start Entity:     Blonde Ice
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Blonde Ice --[starred_actors]--> Robert Paige --[(INV) starred_actors]--> Can't Help Singing --[release_year]--> 1944
Path (Raw):       Blonde Ice --[starred_actors]--> Robert Paige --[(INV) starred_actors]--> Can't Help Singing --[release_year]--> 1944
Neg LogProb(↓):   0.021053
Path Entropy(↓):  0.116956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in harald reinl directed films
Start Entity:     Harald Reinl
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Harald Reinl --[(INV) written_by]--> Chariots of the Gods --[in_language]--> German
Path (Raw):       Harald Reinl --[No Operation]--> Harald Reinl --[(INV) written_by]--> Chariots of the Gods --[in_language]--> German
Neg LogProb(↓):   0.481237
Path Entropy(↓):  0.665040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director mark brian smith co - directed movies with who
Start Entity:     Mark Brian Smith
Gold Answer:      [['Tony Montana']]
Predicted Ans:    Mark Brian Smith
Predicted Path:   Mark Brian Smith --[(INV) directed_by]--> Overnight --[directed_by]--> Mark Brian Smith
Path (Raw):       Mark Brian Smith --[No Operation]--> Mark Brian Smith --[(INV) directed_by]--> Overnight --[directed_by]--> Mark Brian Smith
Neg LogProb(↓):   0.008375
Path Entropy(↓):  0.048230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films directed by the you don't mess with the zohan director release
Start Entity:     You Don't Mess with the Zohan
Gold Answer:      [['1997', '2001', '1990', '2003', '2010', '1996', '2006', '1999', '2011', '2013']]
Predicted Ans:    1999
Predicted Path:   You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Big Daddy --[release_year]--> 1999
Path (Raw):       You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Big Daddy --[release_year]--> 1999
Neg LogProb(↓):   0.925422
Path Entropy(↓):  1.796761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the rescuers down under
Start Entity:     The Rescuers Down Under
Gold Answer:      [['Eva Gabor', 'John Candy', 'Bob Newhart']]
Predicted Ans:    Geraldine Page
Predicted Path:   The Rescuers Down Under --[starred_actors]--> Bob Newhart --[(INV) starred_actors]--> The Rescuers --[starred_actors]--> Geraldine Page
Path (Raw):       The Rescuers Down Under --[starred_actors]--> Bob Newhart --[(INV) starred_actors]--> The Rescuers --[starred_actors]--> Geraldine Page
Neg LogProb(↓):   0.595413
Path Entropy(↓):  1.263814
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies can be described by mockbuster
Start Entity:     mockbuster
Gold Answer:      [['Sherlock Holmes', 'Battle of Los Angeles', 'Almighty Thor']]
Predicted Ans:    Almighty Thor
Predicted Path:   mockbuster --[(INV) has_tags]--> Almighty Thor --[has_tags]--> mockbuster --[(INV) has_tags]--> Almighty Thor
Path (Raw):       mockbuster --[(INV) has_tags]--> Almighty Thor --[has_tags]--> mockbuster --[(INV) has_tags]--> Almighty Thor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by cynthia gibb
Start Entity:     Cynthia Gibb
Gold Answer:      [['Drama', 'Horror', 'Music']]
Predicted Ans:    Horror
Predicted Path:   Cynthia Gibb --[(INV) starred_actors]--> Jack's Back --[has_genre]--> Horror
Path (Raw):       Cynthia Gibb --[No Operation]--> Cynthia Gibb --[(INV) starred_actors]--> Jack's Back --[has_genre]--> Horror
Neg LogProb(↓):   0.001236
Path Entropy(↓):  0.009770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of girls just want to have fun also directed which movies
Start Entity:     Girls Just Want to Have Fun
Gold Answer:      [['Back to School']]
Predicted Ans:    Girls Just Want to Have Fun
Predicted Path:   Girls Just Want to Have Fun --[directed_by]--> Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun
Path (Raw):       Girls Just Want to Have Fun --[directed_by]--> Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun --[No Operation]--> Girls Just Want to Have Fun
Neg LogProb(↓):   0.005817
Path Entropy(↓):  0.035721
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film the last station
Start Entity:     The Last Station
Gold Answer:      [['1968', '1999', '1935', '1987', '2012']]
Predicted Ans:    1968
Predicted Path:   The Last Station --[written_by]--> Michael Hoffman --[(INV) written_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       The Last Station --[written_by]--> Michael Hoffman --[(INV) written_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   1.138424
Path Entropy(↓):  1.881495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by victoria abril fall under
Start Entity:     Victoria Abril
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[has_genre]--> Comedy
Path (Raw):       Victoria Abril --[No Operation]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[has_genre]--> Comedy
Neg LogProb(↓):   0.191600
Path Entropy(↓):  0.472338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the switch
Start Entity:     The Switch
Gold Answer:      [['Ted Hughes', 'Michael Markowitz', 'Jeremy Garelick', 'Rudy De Luca', 'Tiffanie DeBartolo', 'Stephen Belber', 'Dana Fox', 'Andrew Dodge', 'Jeph Loeb', 'Brandon Camp', 'Patrick Tobin', 'Jon Lucas', 'Jay Lavender', 'Scott Moore', 'Roland Emmerich', 'Jon Favreau', 'Matthew Michael Carnahan', 'Lawrence Kasdan', 'Tim Heidecker', 'Eric Wareheim', 'Morgan Spurlock', 'Mark Jones', 'Victor Salva', 'David Wain', 'Matthew Weisman', 'Mike Judge', 'Brad Bird', 'John Francis Daley', 'Wayne Thornley', 'Anthony Silverston', 'Ted Griffin', 'Raffaella Delle Donne', 'David Cronenberg', 'Andrew Cook', 'Yoram Kaniuk', 'Mike White', 'Richard Curtis', 'John Hamburg', 'Craig Mazin', 'Peter Glanz', 'Vince Vaughn', 'George Langelaan', 'James Clavell', 'Burr Steers', 'Diablo Cody', 'Wendy Wasserstein', 'Stephen McCauley', 'Julie Brown', 'Dean Devlin', 'Vincent Ngo', 'Tim McCanlies']]
Predicted Ans:    Ted Griffin
Predicted Path:   The Switch --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       The Switch --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.364524
Path Entropy(↓):  1.064422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie god's little acre
Start Entity:     God's Little Acre
Gold Answer:      [['John C. Higgins', 'Thomas T. Flynn', 'Frank Burt', 'George Zuckerman', 'Anthony Mann', 'Ben Barzman', 'Basilio Franchina', 'Howard Estabrook', 'Ben Maddow', 'Edna Ferber', 'Harold Jack Bloom', 'Philip Yordan', 'Van Van Praag', 'Will C. Brown', 'Sam Rolfe', 'Borden Chase', 'Robert L. Richards', 'Fredric M. Frank', 'Reginald Rose']]
Predicted Ans:    Borden Chase
Predicted Path:   God's Little Acre --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[written_by]--> Borden Chase
Path (Raw):       God's Little Acre --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[written_by]--> Borden Chase
Neg LogProb(↓):   0.116287
Path Entropy(↓):  0.524987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by martha moran
Start Entity:     Martha Moran
Gold Answer:      [['John Howley']]
Predicted Ans:    John Howley
Predicted Path:   Martha Moran --[(INV) written_by]--> Happily Ever After --[directed_by]--> John Howley
Path (Raw):       Martha Moran --[No Operation]--> Martha Moran --[(INV) written_by]--> Happily Ever After --[directed_by]--> John Howley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by mark pilkington release
Start Entity:     Mark Pilkington
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Mark Pilkington --[(INV) written_by]--> Mirage Men --[release_year]--> 2013
Path (Raw):       Mark Pilkington --[No Operation]--> Mark Pilkington --[(INV) written_by]--> Mirage Men --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with poor little rich girl
Start Entity:     Poor Little Rich Girl
Gold Answer:      [['Little Miss Broadway', 'The Return of Frank James', 'Pocketful of Miracles', 'Higher and Higher', 'Two Girls and a Sailor', 'Down Argentine Way', 'Captain January', 'Her Highness and the Bellboy', 'Pigskin Parade', 'Stand Up and Cheer!', 'My Darling Clementine', 'Little Miss Marker']]
Predicted Ans:    Poor Little Rich Girl
Predicted Path:   Poor Little Rich Girl --[written_by]--> Eleanor Gates --[(INV) written_by]--> Poor Little Rich Girl
Path (Raw):       Poor Little Rich Girl --[No Operation]--> Poor Little Rich Girl --[written_by]--> Eleanor Gates --[(INV) written_by]--> Poor Little Rich Girl
Neg LogProb(↓):   1.327114
Path Entropy(↓):  2.395100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by david shaw
Start Entity:     David Shaw
Gold Answer:      [['John Lund', 'Marlene Dietrich', 'Jean Arthur']]
Predicted Ans:    Marlene Dietrich
Predicted Path:   David Shaw --[(INV) written_by]--> A Foreign Affair --[starred_actors]--> Marlene Dietrich
Path (Raw):       David Shaw --[No Operation]--> David Shaw --[(INV) written_by]--> A Foreign Affair --[starred_actors]--> Marlene Dietrich
Neg LogProb(↓):   0.001684
Path Entropy(↓):  0.012758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by tony scherman
Start Entity:     Tony Scherman
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Tony Scherman --[(INV) written_by]--> The Great Debaters --[release_year]--> 2007
Path (Raw):       Tony Scherman --[No Operation]--> Tony Scherman --[(INV) written_by]--> The Great Debaters --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by jack sholder released
Start Entity:     Jack Sholder
Gold Answer:      [['2000', '2005', '1996', '1982', '1987']]
Predicted Ans:    2005
Predicted Path:   Jack Sholder --[(INV) directed_by]--> Alone in the Dark --[release_year]--> 2005
Path (Raw):       Jack Sholder --[No Operation]--> Jack Sholder --[(INV) directed_by]--> Alone in the Dark --[release_year]--> 2005
Neg LogProb(↓):   0.595012
Path Entropy(↓):  1.146283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film red eye
Start Entity:     Red Eye
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Red Eye --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Red Eye --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.019175
Path Entropy(↓):  4.419214
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with naked killer in
Start Entity:     Naked Killer
Gold Answer:      [['Cantonese', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   Naked Killer --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Path (Raw):       Naked Killer --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by leueen macgrath
Start Entity:     Leueen MacGrath
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Leueen MacGrath --[(INV) written_by]--> Silk Stockings --[has_genre]--> Comedy
Path (Raw):       Leueen MacGrath --[No Operation]--> Leueen MacGrath --[(INV) written_by]--> Silk Stockings --[has_genre]--> Comedy
Neg LogProb(↓):   0.000575
Path Entropy(↓):  0.004864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with killing zoe in
Start Entity:     Killing Zoe
Gold Answer:      [['English', 'Old English']]
Predicted Ans:    English
Predicted Path:   Killing Zoe --[written_by]--> Roger Avary --[(INV) written_by]--> Beowulf --[in_language]--> English
Path (Raw):       Killing Zoe --[written_by]--> Roger Avary --[(INV) written_by]--> Beowulf --[in_language]--> English
Neg LogProb(↓):   0.961943
Path Entropy(↓):  1.368048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of man of the year
Start Entity:     Man of the Year
Gold Answer:      [['Flubber', 'Good Will Hunting', 'Nick of Time', 'Stand Up Guys', 'Kinsey', 'The Opportunists', 'Dead Poets Society', 'The Addiction', 'The Deer Hunter', 'The Final Cut', 'Suicide Kings', 'You Can Count on Me', 'Hyde Park on Hudson', 'Brainstorm', 'Stark Raving Black', 'What Dreams May Come', 'Mrs. Doubtfire', 'Death to Smoochy', 'The Prophecy II', 'Primal Fear', 'RV', 'Congo', 'The Dead Zone', 'The Face of Love', 'Communion', 'Jindabyne', 'Maze', 'One Hour Photo', 'Batman Returns', 'New Rose Hotel', 'The Angriest Man in Brooklyn', 'Being Human', 'The Dogs of War', 'The Survivors', 'Jack', 'The Other Man', 'Kangaroo Jack', 'P.S.', 'Wedding Crashers', 'Awakenings', 'Jumanji', 'The Savages', 'The Birdcage', 'The Prophecy', 'Homeboy', 'A View to a Kill', 'Balls of Fury', 'A Simple Twist of Fate', 'The Comfort of Strangers', 'Sarah, Plain and Tall', 'Bicentennial Man', 'At Close Range', 'Patch Adams', "Fathers' Day", 'House of D', "World's Greatest Dad", 'Popeye', 'The Exorcism of Emily Rose', 'Cadillac Man', 'Hook', 'Man on Fire', 'Aladdin', 'The Funeral', 'Catch Me If You Can', 'Club Paradise', 'Old Dogs', 'Jakob the Liar', 'Blast from the Past', 'Kill the Irishman', 'The Best of Times', 'Good Morning, Vietnam', 'The Truman Show', 'Excess Baggage', 'Click', 'Unaccompanied Minors', 'King of New York', 'Moscow on the Hudson', 'The Big White', 'The World According to Garp', 'Absolute Power', 'License to Wed', 'Last Man Standing', "Heaven's Gate", 'Seize the Day', 'Biloxi Blues', 'Toys', 'The Maiden Heist']]
Predicted Ans:    Good Morning, Vietnam
Predicted Path:   Man of the Year --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Path (Raw):       Man of the Year --[No Operation]--> Man of the Year --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Neg LogProb(↓):   0.864008
Path Entropy(↓):  2.187036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with erika holzer
Start Entity:     Erika Holzer
Gold Answer:      [['Rick Jaffa', 'Amanda Silver']]
Predicted Ans:    Amanda Silver
Predicted Path:   Erika Holzer --[(INV) written_by]--> Eye for an Eye --[written_by]--> Amanda Silver
Path (Raw):       Erika Holzer --[No Operation]--> Erika Holzer --[(INV) written_by]--> Eye for an Eye --[written_by]--> Amanda Silver
Neg LogProb(↓):   0.574677
Path Entropy(↓):  0.695379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of i never sang for my father
Start Entity:     I Never Sang for My Father
Gold Answer:      [['Martin Balsam', 'Joanne Woodward', 'Sylvia Sidney']]
Predicted Ans:    Gene Hackman
Predicted Path:   I Never Sang for My Father --[directed_by]--> Gilbert Cates --[(INV) directed_by]--> I Never Sang for My Father --[starred_actors]--> Gene Hackman
Path (Raw):       I Never Sang for My Father --[directed_by]--> Gilbert Cates --[(INV) directed_by]--> I Never Sang for My Father --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.715242
Path Entropy(↓):  1.012455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the rains of ranchipur
Start Entity:     The Rains of Ranchipur
Gold Answer:      [['Richard Burton', 'Lana Turner', 'Joan Caulfield', 'Fred MacMurray']]
Predicted Ans:    Richard Burton
Predicted Path:   The Rains of Ranchipur --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Path (Raw):       The Rains of Ranchipur --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.403804
Path Entropy(↓):  1.377677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film week - end in havana
Start Entity:     Week-End in Havana
Gold Answer:      [['Richard Thorpe', 'Irving Cummings', 'Busby Berkeley', 'Otto Preminger', 'Henry King', 'Robert Z. Leonard']]
Predicted Ans:    Robert Z. Leonard
Predicted Path:   Week-End in Havana --[starred_actors]--> Carmen Miranda --[(INV) starred_actors]--> Nancy Goes to Rio --[directed_by]--> Robert Z. Leonard
Path (Raw):       Week-End in Havana --[starred_actors]--> Carmen Miranda --[(INV) starred_actors]--> Nancy Goes to Rio --[directed_by]--> Robert Z. Leonard
Neg LogProb(↓):   0.030932
Path Entropy(↓):  0.171477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the legend of hercules starred who
Start Entity:     The Legend of Hercules
Gold Answer:      [['Scott Adkins', 'Roxanne McKee', 'Kellan Lutz', 'Gaia Weiss']]
Predicted Ans:    Gaia Weiss
Predicted Path:   The Legend of Hercules --[starred_actors]--> Gaia Weiss --[(INV) starred_actors]--> The Legend of Hercules --[starred_actors]--> Gaia Weiss
Path (Raw):       The Legend of Hercules --[starred_actors]--> Gaia Weiss --[(INV) starred_actors]--> The Legend of Hercules --[starred_actors]--> Gaia Weiss
Neg LogProb(↓):   0.124869
Path Entropy(↓):  0.479544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of citizen cohn
Start Entity:     Citizen Cohn
Gold Answer:      [['2008', '2000', '2001']]
Predicted Ans:    2008
Predicted Path:   Citizen Cohn --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy --[release_year]--> 2008
Path (Raw):       Citizen Cohn --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy --[release_year]--> 2008
Neg LogProb(↓):   0.062544
Path Entropy(↓):  0.233618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by marco bellocchio
Start Entity:     Marco Bellocchio
Gold Answer:      [['Filippo Timi', 'Giovanna Mezzogiorno']]
Predicted Ans:    Filippo Timi
Predicted Path:   Marco Bellocchio --[(INV) written_by]--> Vincere --[starred_actors]--> Filippo Timi
Path (Raw):       Marco Bellocchio --[No Operation]--> Marco Bellocchio --[(INV) written_by]--> Vincere --[starred_actors]--> Filippo Timi
Neg LogProb(↓):   0.129160
Path Entropy(↓):  0.410408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the lady be good director
Start Entity:     Lady Be Good
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lady Be Good --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Path (Raw):       Lady Be Good --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Neg LogProb(↓):   1.737600
Path Entropy(↓):  2.515844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was seven pounds released
Start Entity:     Seven Pounds
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Seven Pounds --[release_year]--> 2008 --[(INV) release_year]--> Ghost Town --[release_year]--> 2008
Path (Raw):       Seven Pounds --[release_year]--> 2008 --[(INV) release_year]--> Ghost Town --[release_year]--> 2008
Neg LogProb(↓):   1.868237
Path Entropy(↓):  3.599540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by michael o'shea
Start Entity:     Michael O'Shea
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   Michael O'Shea --[(INV) starred_actors]--> Lady of Burlesque --[directed_by]--> William A. Wellman
Path (Raw):       Michael O'Shea --[No Operation]--> Michael O'Shea --[(INV) starred_actors]--> Lady of Burlesque --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of household saints
Start Entity:     Household Saints
Gold Answer:      [['Gaudi Afternoon', 'Feeling Minnesota', 'Mystic Pizza', 'The Whole Wide World', 'A Dirty Shame', 'The Dangerous Lives of Altar Boys', "Kronk's New Groove", 'The Thirteenth Floor', 'Impostor', 'Dogfight', 'Full Metal Jacket', 'Dying Young', 'The Addiction', 'The Conjuring', 'Julie Johnson', 'I Shot Andy Warhol', 'Happy Accidents', 'A Slipping-Down Life', 'The Winner', 'The Haunting', 'Stuart Saves His Family', 'Guy', 'Small Time Crooks', 'The Salton Sea', 'Chained', 'Kill the Irishman', 'Thumbsucker']]
Predicted Ans:    Feeling Minnesota
Predicted Path:   Household Saints --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota
Path (Raw):       Household Saints --[starred_actors]--> Vincent D'Onofrio --[No Operation]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota
Neg LogProb(↓):   0.963224
Path Entropy(↓):  1.119466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by babaloo mandel were released in which years
Start Entity:     Babaloo Mandel
Gold Answer:      [['2000', '1990', '1992', '1989', '1991', '1994', '1984']]
Predicted Ans:    1989
Predicted Path:   Babaloo Mandel --[(INV) written_by]--> Parenthood --[release_year]--> 1989
Path (Raw):       Babaloo Mandel --[No Operation]--> Babaloo Mandel --[(INV) written_by]--> Parenthood --[release_year]--> 1989
Neg LogProb(↓):   0.522492
Path Entropy(↓):  1.234611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with masquerade fall under
Start Entity:     Masquerade
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Masquerade --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[has_genre]--> Drama
Path (Raw):       Masquerade --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[has_genre]--> Drama
Neg LogProb(↓):   0.216258
Path Entropy(↓):  0.690603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by frank fenton
Start Entity:     Frank Fenton
Gold Answer:      [['1954', '1939']]
Predicted Ans:    1939
Predicted Path:   Frank Fenton --[(INV) written_by]--> The Saint in London --[release_year]--> 1939
Path (Raw):       Frank Fenton --[No Operation]--> Frank Fenton --[(INV) written_by]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   0.016207
Path Entropy(↓):  0.082409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of man of marble was
Start Entity:     Man of Marble
Gold Answer:      [['Andrzej Wajda']]
Predicted Ans:    Andrzej Wajda
Predicted Path:   Man of Marble --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Danton --[directed_by]--> Andrzej Wajda
Path (Raw):       Man of Marble --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Danton --[directed_by]--> Andrzej Wajda
Neg LogProb(↓):   0.301303
Path Entropy(↓):  0.834684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by julie gayet fall under
Start Entity:     Julie Gayet
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Julie Gayet --[(INV) starred_actors]--> Shall We Kiss? --[has_genre]--> Comedy
Path (Raw):       Julie Gayet --[No Operation]--> Julie Gayet --[(INV) starred_actors]--> Shall We Kiss? --[has_genre]--> Comedy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for nora
Start Entity:     Nora
Gold Answer:      [['Pat Murphy']]
Predicted Ans:    Pat Murphy
Predicted Path:   Nora --[written_by]--> Pat Murphy --[(INV) written_by]--> Nora --[written_by]--> Pat Murphy
Path (Raw):       Nora --[written_by]--> Pat Murphy --[(INV) written_by]--> Nora --[written_by]--> Pat Murphy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did rin takanashi act in
Start Entity:     Rin Takanashi
Gold Answer:      [['Like Someone in Love']]
Predicted Ans:    Like Someone in Love
Predicted Path:   Rin Takanashi --[(INV) starred_actors]--> Like Someone in Love --[starred_actors]--> Tadashi Okuno --[(INV) starred_actors]--> Like Someone in Love
Path (Raw):       Rin Takanashi --[(INV) starred_actors]--> Like Someone in Love --[starred_actors]--> Tadashi Okuno --[(INV) starred_actors]--> Like Someone in Love
Neg LogProb(↓):   0.592667
Path Entropy(↓):  0.687551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by wotan wilke mohring were released in which years
Start Entity:     Wotan Wilke Möhring
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Wotan Wilke Möhring --[(INV) starred_actors]--> Men in the City --[release_year]--> 2009
Path (Raw):       Wotan Wilke Möhring --[No Operation]--> Wotan Wilke Möhring --[(INV) starred_actors]--> Men in the City --[release_year]--> 2009
Neg LogProb(↓):   0.003972
Path Entropy(↓):  0.026830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the passion of ayn rand actors
Start Entity:     The Passion of Ayn Rand
Gold Answer:      [['Walter Hill', 'Carlo Carlei', 'Michael Almereyda', 'Michael Steinberg', 'Gregory Widen', 'John Boulting', 'Peter Hyams', 'Stephen Frears', 'Leslie Greif', 'Lasse Hallström', 'Taylor Hackford', 'Dennis Hopper', 'Krzysztof Krauze', 'Jieho Lee', 'Michael Hoffman', 'Peter Fonda', 'Richard T. Heffron', 'Peter Bogdanovich', 'Roger Avary', 'Chris Walas', 'James Toback', 'John Madden', 'Steve Gordon', 'Jack Sholder', 'Lee Daniels', 'David Mamet', 'Richard Linklater', 'Kevin Williamson', 'Julie Delpy', 'Sacha Gervasi', 'Phil Dornfeld', 'George Augusto', 'John Boorman', 'Savina Dellicour', 'Benjamin Ross', 'Michael Powell', 'Ravi Kumar', 'Anthony Waller', 'Charles Sturridge', 'Robert Rossen', 'Jim Jarmusch', 'Francis Ford Coppola', 'Luis Llosa', 'Peter Weir', 'Kate Connor', 'Noah Baumbach', 'Kevin Macdonald', 'Howard Deutch', 'Paul Schrader', 'Rory Kelly', 'Sidney Lumet', 'Mark Steven Johnson', 'Neal Jimenez', 'Jason Winer', 'Roger Corman', 'Assaf Bernstein', 'Terry George', 'Kevin Bacon', 'Nigel Cole', 'Volker Schlöndorff']]
Predicted Ans:    Richard Linklater
Predicted Path:   The Passion of Ayn Rand --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[directed_by]--> Richard Linklater
Path (Raw):       The Passion of Ayn Rand --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[directed_by]--> Richard Linklater
Neg LogProb(↓):   0.553660
Path Entropy(↓):  1.179365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by emilio estevez
Start Entity:     Emilio Estevez
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Emilio Estevez --[(INV) written_by]--> The Way --[has_genre]--> Drama
Path (Raw):       Emilio Estevez --[No Operation]--> Emilio Estevez --[(INV) written_by]--> The Way --[has_genre]--> Drama
Neg LogProb(↓):   0.001513
Path Entropy(↓):  0.012953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the traveler
Start Entity:     The Traveler
Gold Answer:      [['Italian', 'English', 'French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Traveler --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Path (Raw):       The Traveler --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Neg LogProb(↓):   0.003685
Path Entropy(↓):  0.026472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of life of a king
Start Entity:     Life of a King
Gold Answer:      [['Jake Goldberger']]
Predicted Ans:    Jake Goldberger
Predicted Path:   Life of a King --[written_by]--> Jake Goldberger --[(INV) written_by]--> Don McKay --[directed_by]--> Jake Goldberger
Path (Raw):       Life of a King --[written_by]--> Jake Goldberger --[(INV) written_by]--> Don McKay --[directed_by]--> Jake Goldberger
Neg LogProb(↓):   0.000058
Path Entropy(↓):  0.000622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of guitar wolf acted films
Start Entity:     Guitar Wolf
Gold Answer:      [['Tetsuro Takeuchi']]
Predicted Ans:    Tetsuro Takeuchi
Predicted Path:   Guitar Wolf --[(INV) starred_actors]--> Wild Zero --[written_by]--> Tetsuro Takeuchi
Path (Raw):       Guitar Wolf --[No Operation]--> Guitar Wolf --[(INV) starred_actors]--> Wild Zero --[written_by]--> Tetsuro Takeuchi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is jab we met about
Start Entity:     Jab We Met
Gold Answer:      [['manic pixie dream girl', 'kareena kapoor', 'india', 'train']]
Predicted Ans:    manic pixie dream girl
Predicted Path:   Jab We Met --[has_tags]--> manic pixie dream girl --[(INV) has_tags]--> Jab We Met --[has_tags]--> manic pixie dream girl
Path (Raw):       Jab We Met --[has_tags]--> manic pixie dream girl --[(INV) has_tags]--> Jab We Met --[has_tags]--> manic pixie dream girl
Neg LogProb(↓):   0.062514
Path Entropy(↓):  0.268112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by rita cortese
Start Entity:     Rita Cortese
Gold Answer:      [['Damián Szifrón']]
Predicted Ans:    Damián Szifrón
Predicted Path:   Rita Cortese --[(INV) starred_actors]--> Wild Tales --[written_by]--> Damián Szifrón
Path (Raw):       Rita Cortese --[No Operation]--> Rita Cortese --[(INV) starred_actors]--> Wild Tales --[written_by]--> Damián Szifrón
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor patricia medina is a co - star of who
Start Entity:     Patricia Medina
Gold Answer:      [['Howard Keel', 'Jane Greer', 'Keenan Wynn']]
Predicted Ans:    Howard Keel
Predicted Path:   Patricia Medina --[(INV) starred_actors]--> Desperate Search --[starred_actors]--> Howard Keel
Path (Raw):       Patricia Medina --[No Operation]--> Patricia Medina --[(INV) starred_actors]--> Desperate Search --[starred_actors]--> Howard Keel
Neg LogProb(↓):   0.082828
Path Entropy(↓):  0.330828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie wolf children starred who
Start Entity:     Wolf Children
Gold Answer:      [['Yukito Nishii', 'Haru Kuroki', 'Aoi Miyazaki']]
Predicted Ans:    Haru Kuroki
Predicted Path:   Wolf Children --[starred_actors]--> Haru Kuroki --[(INV) starred_actors]--> Wolf Children --[starred_actors]--> Haru Kuroki
Path (Raw):       Wolf Children --[starred_actors]--> Haru Kuroki --[(INV) starred_actors]--> Wolf Children --[starred_actors]--> Haru Kuroki
Neg LogProb(↓):   0.016846
Path Entropy(↓):  0.097107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did vicente amorim direct
Start Entity:     Vicente Amorim
Gold Answer:      [['Good']]
Predicted Ans:    Good
Predicted Path:   Vicente Amorim --[(INV) directed_by]--> Good --[directed_by]--> Vicente Amorim --[(INV) directed_by]--> Good
Path (Raw):       Vicente Amorim --[(INV) directed_by]--> Good --[directed_by]--> Vicente Amorim --[(INV) directed_by]--> Good
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of 2012
Start Entity:     2012
Gold Answer:      [['Horror', 'Fantasy', 'Adventure', 'Action']]
Predicted Ans:    Ethel
Predicted Path:   2012 --[(INV) release_year]--> Ethel --[has_genre]--> Documentary --[(INV) has_genre]--> Ethel
Path (Raw):       2012 --[(INV) release_year]--> Ethel --[has_genre]--> Documentary --[(INV) has_genre]--> Ethel
Neg LogProb(↓):   0.954807
Path Entropy(↓):  3.639619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of mansfield park
Start Entity:     Mansfield Park
Gold Answer:      [['Marie Dressler', 'Anne Baxter', 'Mark Strong', 'Jeanne Tripplehorn', 'Kate Winslet', 'Gwyneth Paltrow', 'Drew Barrymore', 'Kate Beckinsale', 'Alan Cumming', 'Julie Walters', 'Sally Hawkins', 'Jessica Lange', 'Amanda Root', 'Anne Hathaway', 'James McAvoy', 'Ciarán Hinds', 'James Cromwell', 'Ken Howard']]
Predicted Ans:    Kate Winslet
Predicted Path:   Mansfield Park --[written_by]--> Jane Austen --[(INV) written_by]--> Sense and Sensibility --[starred_actors]--> Kate Winslet
Path (Raw):       Mansfield Park --[written_by]--> Jane Austen --[(INV) written_by]--> Sense and Sensibility --[starred_actors]--> Kate Winslet
Neg LogProb(↓):   0.014020
Path Entropy(↓):  0.089504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did mark chao star in
Start Entity:     Mark Chao
Gold Answer:      [['Monga']]
Predicted Ans:    Monga
Predicted Path:   Mark Chao --[(INV) starred_actors]--> Monga --[starred_actors]--> Ethan Juan --[(INV) starred_actors]--> Monga
Path (Raw):       Mark Chao --[(INV) starred_actors]--> Monga --[starred_actors]--> Ethan Juan --[(INV) starred_actors]--> Monga
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by joe stillman in
Start Entity:     Joe Stillman
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joe Stillman --[(INV) written_by]--> Planet 51 --[has_genre]--> Comedy
Path (Raw):       Joe Stillman --[No Operation]--> Joe Stillman --[(INV) written_by]--> Planet 51 --[has_genre]--> Comedy
Neg LogProb(↓):   0.000316
Path Entropy(↓):  0.002862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by david greenwalt
Start Entity:     David Greenwalt
Gold Answer:      [['Kelly Preston', 'Lori Loughlin', 'C. Thomas Howell']]
Predicted Ans:    C. Thomas Howell
Predicted Path:   David Greenwalt --[(INV) written_by]--> Secret Admirer --[starred_actors]--> C. Thomas Howell
Path (Raw):       David Greenwalt --[No Operation]--> David Greenwalt --[(INV) written_by]--> Secret Admirer --[starred_actors]--> C. Thomas Howell
Neg LogProb(↓):   0.001947
Path Entropy(↓):  0.014590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie linsanity
Start Entity:     Linsanity
Gold Answer:      [['basketball']]
Predicted Ans:    billy crystal
Predicted Path:   Linsanity --[has_tags]--> basketball --[(INV) has_tags]--> Forget Paris --[has_tags]--> billy crystal
Path (Raw):       Linsanity --[has_tags]--> basketball --[(INV) has_tags]--> Forget Paris --[has_tags]--> billy crystal
Neg LogProb(↓):   0.618697
Path Entropy(↓):  1.103580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in viva knievel!
Start Entity:     Viva Knievel!
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Viva Knievel! --[starred_actors]--> Lauren Hutton --[(INV) starred_actors]--> Fear --[has_genre]--> Thriller
Path (Raw):       Viva Knievel! --[starred_actors]--> Lauren Hutton --[(INV) starred_actors]--> Fear --[has_genre]--> Thriller
Neg LogProb(↓):   0.884479
Path Entropy(↓):  1.175194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by aladdin actors
Start Entity:     Aladdin
Gold Answer:      [['Mitch Markowitz', 'Elaine May', 'Paul Mazursky', 'Ron Shelton', 'Geoff Rodkey', 'Chris Van Allsburg', 'Arie Posin', 'Barry Levinson', 'Robert Silverberg', 'Bill Forsyth', 'Patch Adams', 'Isaac Asimov', 'Maureen Mylander', 'Jean Poiret', 'Ben Affleck', 'David Duchovny', 'Mark Romanek', 'Bobcat Goldthwait', 'John Irving', 'Steve Tesich', 'James V. Hart', 'Malia Scotch Marmo', 'Assi Dayan', 'Richard Matheson', 'Omar Naim', 'Matt Damon', 'Crash Leyland', 'Saul Bellow', 'Francis Veber', 'Harold Ramis', 'Peter Kassovitz', 'Jurek Becker', 'Matthew McDuffie', 'Oliver Sacks', 'Dirk Shafer', 'John Hughes', 'Nick Castle', 'Anne Fine', 'Tom Schulman']]
Predicted Ans:    Ben Affleck
Predicted Path:   Aladdin --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Will Hunting --[written_by]--> Ben Affleck
Path (Raw):       Aladdin --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Will Hunting --[written_by]--> Ben Affleck
Neg LogProb(↓):   1.003883
Path Entropy(↓):  1.748605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of homecoming
Start Entity:     Homecoming
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Homecoming --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       Homecoming --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.103475
Path Entropy(↓):  4.275016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the ninth gate
Start Entity:     The Ninth Gate
Gold Answer:      [['1976', '1988', '1968', '1948', '1971', '1992', '2005', '2010', '1982', '1965', '1994', '1967', '1979', '2002', '1986', '1974', '2011', '2013']]
Predicted Ans:    1999
Predicted Path:   The Ninth Gate --[directed_by]--> Roman Polanski --[(INV) directed_by]--> The Ninth Gate --[release_year]--> 1999
Path (Raw):       The Ninth Gate --[directed_by]--> Roman Polanski --[(INV) directed_by]--> The Ninth Gate --[release_year]--> 1999
Neg LogProb(↓):   1.282536
Path Entropy(↓):  2.081315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of hesher
Start Entity:     Hesher
Gold Answer:      [['Super', 'The Rocker', 'Peep World', 'My Super Ex-Girlfriend']]
Predicted Ans:    Super
Predicted Path:   Hesher --[starred_actors]--> Rainn Wilson --[(INV) starred_actors]--> Super
Path (Raw):       Hesher --[No Operation]--> Hesher --[starred_actors]--> Rainn Wilson --[(INV) starred_actors]--> Super
Neg LogProb(↓):   0.582006
Path Entropy(↓):  1.339307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the hunt for red october
Start Entity:     The Hunt for Red October
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   The Hunt for Red October --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       The Hunt for Red October --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.425692
Path Entropy(↓):  4.177647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the cassandra crossing actors release
Start Entity:     The Cassandra Crossing
Gold Answer:      [['1980', '1970', '1954', '2008', '1992', '1993', '1967', '1979', '1974', '1977', '1968', '1963', '1998', '1939', '2009', '1957', '1951', '2010', '1982', '1973', '2014', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '2012', '1961', '1934', '1978', '1964', '1997', '1966', '1960', '1965', '1999', '1987', '1958']]
Predicted Ans:    1996
Predicted Path:   The Cassandra Crossing --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> The War at Home --[release_year]--> 1996
Path (Raw):       The Cassandra Crossing --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> The War at Home --[release_year]--> 1996
Neg LogProb(↓):   1.948122
Path Entropy(↓):  2.889752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by eric thal
Start Entity:     Eric Thal
Gold Answer:      [['Allan Moyle', 'Stuart Orme']]
Predicted Ans:    Stuart Orme
Predicted Path:   Eric Thal --[(INV) starred_actors]--> The Puppet Masters --[directed_by]--> Stuart Orme
Path (Raw):       Eric Thal --[No Operation]--> Eric Thal --[(INV) starred_actors]--> The Puppet Masters --[directed_by]--> Stuart Orme
Neg LogProb(↓):   0.050985
Path Entropy(↓):  0.197652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by matt whiteley release
Start Entity:     Matt Whiteley
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Matt Whiteley --[(INV) written_by]--> Jobs --[release_year]--> 2013
Path (Raw):       Matt Whiteley --[No Operation]--> Matt Whiteley --[(INV) written_by]--> Jobs --[release_year]--> 2013
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by bill l. norton released
Start Entity:     Bill L. Norton
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Bill L. Norton --[(INV) directed_by]--> More American Graffiti --[release_year]--> 1979
Path (Raw):       Bill L. Norton --[No Operation]--> Bill L. Norton --[(INV) directed_by]--> More American Graffiti --[release_year]--> 1979
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by neeraj pandey starred which actors
Start Entity:     Neeraj Pandey
Gold Answer:      [['Akshay Kumar', 'Jimmy Shergill']]
Predicted Ans:    Akshay Kumar
Predicted Path:   Neeraj Pandey --[(INV) written_by]--> Special 26 --[starred_actors]--> Akshay Kumar
Path (Raw):       Neeraj Pandey --[No Operation]--> Neeraj Pandey --[(INV) written_by]--> Special 26 --[starred_actors]--> Akshay Kumar
Neg LogProb(↓):   0.033814
Path Entropy(↓):  0.147258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by alphonsia emmanuel
Start Entity:     Alphonsia Emmanuel
Gold Answer:      [['Martin Bergman', 'Rita Rudner']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Alphonsia Emmanuel --[(INV) starred_actors]--> Peter's Friends --[directed_by]--> Kenneth Branagh
Path (Raw):       Alphonsia Emmanuel --[No Operation]--> Alphonsia Emmanuel --[(INV) starred_actors]--> Peter's Friends --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.043621
Path Entropy(↓):  0.197122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie iris were released in which years
Start Entity:     Iris
Gold Answer:      [['2008', '2003', '2006', '1998', '2010', '2004', '1953', '1994', '1983', '1995', '1972', '2001', '1990', '2002', '2012', '1955', '2011', '2013', '2000', '1949', '1997', '2005']]
Predicted Ans:    2003
Predicted Path:   Iris --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> The Life of David Gale --[release_year]--> 2003
Path (Raw):       Iris --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> The Life of David Gale --[release_year]--> 2003
Neg LogProb(↓):   0.923826
Path Entropy(↓):  1.638957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie antonia's line were released in which years
Start Entity:     Antonia's Line
Gold Answer:      [['1982']]
Predicted Ans:    1995
Predicted Path:   Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line --[release_year]--> 1995
Path (Raw):       Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line --[release_year]--> 1995
Neg LogProb(↓):   0.001631
Path Entropy(↓):  0.012138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film south of the border
Start Entity:     South of the Border
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   South of the Border --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       South of the Border --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.274333
Path Entropy(↓):  4.804782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film top secret!
Start Entity:     Top Secret!
Gold Answer:      [['Henri Verneuil', 'Blake Edwards', 'J. Lee Thompson', 'Terence Young', 'John Guillermin', 'James Clavell', 'Fred Zinnemann', 'Herbert Ross', 'Henry Levin', 'Joe Johnston', 'David Greene', 'François Dupeyron', 'Anatole Litvak', 'David Lean']]
Predicted Ans:    Anatole Litvak
Predicted Path:   Top Secret! --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Mayerling --[directed_by]--> Anatole Litvak
Path (Raw):       Top Secret! --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Mayerling --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   0.082467
Path Entropy(↓):  0.400689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in modern romance
Start Entity:     Modern Romance
Gold Answer:      [['Albert Brooks', 'Kathryn Harrold', 'Bruno Kirby']]
Predicted Ans:    Albert Brooks
Predicted Path:   Modern Romance --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[starred_actors]--> Albert Brooks
Path (Raw):       Modern Romance --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[starred_actors]--> Albert Brooks
Neg LogProb(↓):   0.350523
Path Entropy(↓):  0.936071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the three lives of thomasina
Start Entity:     The Three Lives of Thomasina
Gold Answer:      [['Harry Julian Fink', 'Alistair MacLean', 'Paul Jarrico', 'David Cronenberg', 'Nel King', 'Douglas Heyes', 'Cy Endfield', 'Joy Adamson']]
Predicted Ans:    Paul Gallico
Predicted Path:   The Three Lives of Thomasina --[starred_actors]--> Susan Hampshire --[(INV) starred_actors]--> The Three Lives of Thomasina --[written_by]--> Paul Gallico
Path (Raw):       The Three Lives of Thomasina --[starred_actors]--> Susan Hampshire --[(INV) starred_actors]--> The Three Lives of Thomasina --[written_by]--> Paul Gallico
Neg LogProb(↓):   0.089984
Path Entropy(↓):  0.344607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie storm warning
Start Entity:     Storm Warning
Gold Answer:      [['Christopher Morley', 'Dick Maas', 'Walter Hart', 'Robert L. Buckner', 'Joseph Fields', 'Cyril Hume', 'Frank Tashlin', 'John Patrick', 'Jean Kerr', 'Adolph Green', 'Betty Comden', 'Jack Rose', 'Nunnally Johnson', 'Norman Katkov', 'Max Wilk', 'Leonard Kantor', 'Stanley Shapiro', 'Paul Henning', 'Ben Hecht', 'Collier Young', 'George Marion Jr.', 'Ernest Pagano', 'P.J. Wolfson', 'Ida Lupino', 'Julius J. Epstein', 'Erwin S. Gelsey', 'H.W. Hanemann', 'Lou Brock', 'Anne Caldwell', 'Janet Green', 'Allan Scott', 'Billy Wilder', 'Charles Brackett', 'Irene Castle', 'Isobel Lennart', 'Ronald Bass', 'Dwight Taylor', 'I.A.L. Diamond', 'Daniel Fuchs', 'Charles Hoffman', 'Edith Kneipple Roberts', 'Oscar Hammerstein II', 'Robert Buckner', 'Andrew L. Stone', 'Larry Gelbart', 'Henry Bellamann', 'Edward Kaufman', 'Kenneth S. Webb', 'Richard Sherman', 'Samuel Hoffenstein', 'Dorothy Yost', 'John D. Klorer', 'William Bowers', 'Alice Duer Miller', 'Edna Ferber', 'Michelangelo Antonioni', 'Carl Reiner', 'Marion Parsonnet', 'Ivan Goff', 'Ben Roberts', 'Hubert Osborne', 'Casey Robinson', 'Edward Childs Carpenter', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'George Abbott', 'Richard Bissell', 'Sidney Sheldon', 'Will B. Johnstone', 'Felix Jackson', 'Maurice Richlin', 'Russell Rouse', 'Clarence Greene', 'Peter De Vries', 'Claude Magnier', 'Anthony Veiller', 'Leo McCarey', 'Dalton Trumbo', 'Everett Freeman', 'Jay Dratler', 'Gina Kaus', 'Karl Tunberg', 'George S. Kaufman', 'Morrie Ryskind', 'Norman Krasna', 'Norman Barasch', 'Carroll Moore', 'Charles Martin']]
Predicted Ans:    Isobel Lennart
Predicted Path:   Storm Warning --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Path (Raw):       Storm Warning --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Neg LogProb(↓):   0.654018
Path Entropy(↓):  1.435470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by benoit jacquot in
Start Entity:     Benoît Jacquot
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[in_language]--> French
Path (Raw):       Benoît Jacquot --[No Operation]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[in_language]--> French
Neg LogProb(↓):   0.767681
Path Entropy(↓):  1.004044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film daddy day camp
Start Entity:     Daddy Day Camp
Gold Answer:      [['Fred Savage']]
Predicted Ans:    Fred Savage
Predicted Path:   Daddy Day Camp --[directed_by]--> Fred Savage --[(INV) directed_by]--> Daddy Day Camp --[directed_by]--> Fred Savage
Path (Raw):       Daddy Day Camp --[directed_by]--> Fred Savage --[(INV) directed_by]--> Daddy Day Camp --[directed_by]--> Fred Savage
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film overlord was written by who
Start Entity:     Overlord
Gold Answer:      [['Stuart Cooper']]
Predicted Ans:    Stuart Cooper
Predicted Path:   Overlord --[written_by]--> Stuart Cooper --[(INV) written_by]--> Overlord --[written_by]--> Stuart Cooper
Path (Raw):       Overlord --[written_by]--> Stuart Cooper --[(INV) written_by]--> Overlord --[written_by]--> Stuart Cooper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of year of the dragon
Start Entity:     Year of the Dragon
Gold Answer:      [['Ann Dvorak', 'Karen Morley', 'Osgood Perkins', 'Juliette Lewis', 'Cameron Diaz', 'Arnold Schwarzenegger', 'Tom Cruise', 'Paolo Bonacelli', 'Irene Miracle', 'Clint Eastwood', 'Meg Ryan', 'Tom Sizemore', 'Charlie Sheen', 'Robert De Niro', 'Anthony Hopkins', 'John Hurt', 'Michael Caine', 'James Woods', 'Geoffrey Lewis', 'James Gandolfini', 'David Soul', 'Willem Dafoe', 'Bo Hopkins', 'Blake Lively', 'Madonna', 'Brad Davis', 'Eric Bogosian', 'Oliver Stone', 'Michelle Pfeiffer', 'Dennis Quaid', 'Treat Williams', 'Sam Waterston', 'Tom Berenger', 'Powers Boothe', 'Christopher Walken', 'Kris Kristofferson', 'Mary Elizabeth Mastrantonio', 'Frank Whaley', 'Rachel Nichols', 'Jerry Orbach', 'Leslie Hope', 'Val Kilmer', 'Ian Holm', 'Taylor Kitsch', 'Andrea Marcovicci', 'Jeff Bridges', 'Fidel Castro', 'Kyle MacLachlan', 'James Earl Jones', 'James Belushi', 'Steven Bauer', 'Michael Murphy', 'Ron Perlman', 'John Cazale', 'Joan Allen', 'Jonathan Pryce', 'Ellen Greene', 'John Savage', 'Stephen Lang', 'Lena Olin', 'Rosanna Arquette', 'Ed Harris', 'Woody Harrelson', 'George Kennedy', 'Antonio Banderas', 'Paul Muni', 'Al Pacino', 'Jason Momoa']]
Predicted Ans:    Oliver Stone
Predicted Path:   Year of the Dragon --[written_by]--> Oliver Stone --[(INV) written_by]--> Alexander --[directed_by]--> Oliver Stone
Path (Raw):       Year of the Dragon --[written_by]--> Oliver Stone --[(INV) written_by]--> Alexander --[directed_by]--> Oliver Stone
Neg LogProb(↓):   1.014795
Path Entropy(↓):  2.261227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of plymouth adventure
Start Entity:     Plymouth Adventure
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Plymouth Adventure --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[has_genre]--> Comedy
Path (Raw):       Plymouth Adventure --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[has_genre]--> Comedy
Neg LogProb(↓):   0.236727
Path Entropy(↓):  0.736459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jessalyn gilsig act in
Start Entity:     Jessalyn Gilsig
Gold Answer:      [['Flood', 'Quest for Camelot']]
Predicted Ans:    Quest for Camelot
Predicted Path:   Jessalyn Gilsig --[(INV) starred_actors]--> Quest for Camelot --[starred_actors]--> Andrea Corr --[(INV) starred_actors]--> Quest for Camelot
Path (Raw):       Jessalyn Gilsig --[(INV) starred_actors]--> Quest for Camelot --[starred_actors]--> Andrea Corr --[(INV) starred_actors]--> Quest for Camelot
Neg LogProb(↓):   0.308948
Path Entropy(↓):  0.647669
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by airborne actors
Start Entity:     Airborne
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Airborne --[starred_actors]--> Seth Green --[(INV) starred_actors]--> Austin Powers in Goldmember --[has_genre]--> Comedy
Path (Raw):       Airborne --[starred_actors]--> Seth Green --[(INV) starred_actors]--> Austin Powers in Goldmember --[has_genre]--> Comedy
Neg LogProb(↓):   0.387585
Path Entropy(↓):  0.954960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor susan dey co - starred with who
Start Entity:     Susan Dey
Gold Answer:      [['James Coburn', 'Albert Finney']]
Predicted Ans:    Albert Finney
Predicted Path:   Susan Dey --[(INV) starred_actors]--> Looker --[starred_actors]--> Albert Finney
Path (Raw):       Susan Dey --[No Operation]--> Susan Dey --[(INV) starred_actors]--> Looker --[starred_actors]--> Albert Finney
Neg LogProb(↓):   0.073160
Path Entropy(↓):  0.255099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jane wyman acted together with who
Start Entity:     Jane Wyman
Gold Answer:      [['Ray Milland', 'Bing Crosby', 'Marlene Dietrich', 'James Stewart', 'Gregory Peck', 'Richard Todd', 'Jack Carson', 'Karl Malden', 'Broderick Crawford', 'Edward G. Robinson', 'Lew Ayres', 'Agnes Moorehead', 'Allie MacDonald', 'Michael Wilding', 'Chill Wills', 'Richard Egan', 'Rock Hudson', 'Hayley Mills', 'Charles Bickford']]
Predicted Ans:    Ray Milland
Predicted Path:   Jane Wyman --[(INV) starred_actors]--> The Lost Weekend --[starred_actors]--> Ray Milland
Path (Raw):       Jane Wyman --[No Operation]--> Jane Wyman --[(INV) starred_actors]--> The Lost Weekend --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.004546
Path Entropy(↓):  0.035936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of an american affair
Start Entity:     An American Affair
Gold Answer:      [['Philip Seymour Hoffman', 'Christina Hendricks']]
Predicted Ans:    James Rebhorn
Predicted Path:   An American Affair --[written_by]--> Alex Metcalf --[(INV) written_by]--> An American Affair --[starred_actors]--> James Rebhorn
Path (Raw):       An American Affair --[written_by]--> Alex Metcalf --[(INV) written_by]--> An American Affair --[starred_actors]--> James Rebhorn
Neg LogProb(↓):   0.293845
Path Entropy(↓):  0.910697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of movie is the forgotten woman
Start Entity:     The Forgotten Woman
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Forgotten Woman --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       The Forgotten Woman --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.806734
Path Entropy(↓):  4.130441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed god bless america
Start Entity:     God Bless America
Gold Answer:      [['Robin Williams', 'Daryl Sabara', 'Bobcat Goldthwait', 'Julie Brown']]
Predicted Ans:    Robin Williams
Predicted Path:   God Bless America --[directed_by]--> Bobcat Goldthwait --[(INV) directed_by]--> World's Greatest Dad --[starred_actors]--> Robin Williams
Path (Raw):       God Bless America --[directed_by]--> Bobcat Goldthwait --[(INV) directed_by]--> World's Greatest Dad --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.028407
Path Entropy(↓):  0.146960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of wild things also starred in which movies
Start Entity:     Wild Things
Gold Answer:      [['The Woodsman', "The Razor's Edge", 'Murder in the First', 'Armored', 'He Said, She Said', 'The Air Up There', 'Super', 'To Die For', 'Footloose', 'When Will I Be Loved', 'Queens Logic', 'Tremors', 'Criminal Law', 'Panic', "She's Having a Baby", 'I Really Hate My Job', 'Beautiful Girls', 'Apollo 13', 'Bad Timing', 'Hollow Man', 'Tex', 'The Air I Breathe', 'Factotum', 'My Bodyguard', "Jayne Mansfield's Car", 'Passionada', 'The Saint of Fort Washington', 'Kansas', '16 to Life', 'Girl Most Likely', 'City of Ghosts', 'Golden Gate', 'You, Me and Dupree', 'Employee of the Month', 'Target', 'The Big Picture', 'The Company', "There's Something About Mary", 'Rumble Fish', '54', 'A Few Good Men', "One Night at McCool's", 'Whore', 'Drugstore Cowboy', 'Mystic River', 'Black Widow', 'Elephant White', 'The Big Town', 'Three to Tango', 'Blind Horizon', 'Straight Time', 'Bad Country', 'Pawn Shop Chronicles', 'R.I.P.D.', 'The Flamingo Kid', 'Sunlight Jr.', 'The Craft', 'Kafka', 'Death Sentence', 'Taking Chance', 'The Art of the Steal', 'Little Darlings', 'Physical Evidence', 'Stir of Echoes', 'Albino Alligator', 'Trapped', 'Pyrates', 'Where the Truth Lies', 'Picture Perfect', 'The Outsiders', 'Flatliners', 'Eureka', 'Over the Edge', 'Takers', 'Quicksilver', 'Mr. Wonderful']]
Predicted Ans:    R.I.P.D.
Predicted Path:   Wild Things --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D.
Path (Raw):       Wild Things --[starred_actors]--> Kevin Bacon --[No Operation]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D.
Neg LogProb(↓):   1.175534
Path Entropy(↓):  2.478515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the what's up, doc? director
Start Entity:     What's Up, Doc?
Gold Answer:      [['Peter Bogdanovich', 'Blaine Novak', 'Alvin Sargent', 'Joe David Brown', 'Steven Peros', 'Henry James', 'Frederic Raphael', 'Larry McMurtry']]
Predicted Ans:    Robert Benton
Predicted Path:   What's Up, Doc? --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[written_by]--> Robert Benton
Path (Raw):       What's Up, Doc? --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[written_by]--> Robert Benton
Neg LogProb(↓):   0.671664
Path Entropy(↓):  1.940940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was ken hughes the writer of
Start Entity:     Ken Hughes
Gold Answer:      [['The Trials of Oscar Wilde', 'Cromwell', 'Chitty Chitty Bang Bang']]
Predicted Ans:    Cromwell
Predicted Path:   Ken Hughes --[(INV) written_by]--> Cromwell --[written_by]--> Ken Hughes --[(INV) written_by]--> Cromwell
Path (Raw):       Ken Hughes --[(INV) written_by]--> Cromwell --[written_by]--> Ken Hughes --[(INV) written_by]--> Cromwell
Neg LogProb(↓):   0.264780
Path Entropy(↓):  0.876662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in pulp
Start Entity:     Pulp
Gold Answer:      [['Alfonso Cuarón', 'Dale Launer', 'Doug Wright', 'John Byrum', 'Robert Kaufman', 'Tom Miranda', 'Katie Ford', 'Caryn Lucas', 'Leigh Vance', 'Clive Egleton', 'John Patrick', 'Ronald Harwood', 'Charlie Peters', 'Lotte Colin', 'Neil Jordan', 'Paul Theroux', 'Bob Swaim', 'Rudyard Kipling', 'Stanley Shapiro', 'Paul Henning', 'James Clavell', 'Steve Conrad', 'Willy Russell', 'Mike Hodges', 'Jack Higgins', 'Donna Powers', 'John Fowles', 'Alex Proyas', 'Ira Levin', 'J.B. Pick', 'Steve Fisher', 'Hal Kanter', 'Joel Schumacher', 'Robert Rossen', 'Melvyn Bragg', 'Bill Naughton', 'Marc Brandel', 'Graham Greene', 'Scott Cherry', 'Brian Moore', 'Joseph L. Mankiewicz', 'Jack Davies', 'Sidney Carroll', 'Frederick Forsyth', 'Larry Gelbart', 'Gerald Drayson Adams', 'Woody Allen', 'Alan Alda', 'Christopher Nolan', 'Oliver Stone', 'Jonathan Nolan', 'David S. Goyer', 'Robert Aldrich', 'Charles Shyer', 'Robert Ludlum', 'John Hopkins', 'Thomas C. Ryan', 'Bert Gilden', 'Peter Benchley', 'George Axelrod', 'Oliver H.P. Garrett', 'Sidney Biddell', 'Simon Brett', 'Lem Dobbs', 'Jay Presson Allen', 'John Lasseter', 'Herbert Baker', 'Brian De Palma', 'Tim McCanlies', 'David Leland', 'Christopher Priest', 'Edward Anhalt', 'Len Deighton', 'John Huston', 'Tom Stoppard', 'James Doran', 'Marc Lawrence', 'Ethan Coen', 'Ted Lewis', 'Charles Dickens', 'Anthony Shaffer', 'Thomas Wiseman', 'Jay Dratler', 'Alvin Sargent', 'Brad Lewis', 'Ben Queen', 'Edward Anderson', 'Harold Pinter', 'Bartlett Cormack', 'Horton Foote', 'John Hale']]
Predicted Ans:    Donna Powers
Predicted Path:   Pulp --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Path (Raw):       Pulp --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Neg LogProb(↓):   0.542377
Path Entropy(↓):  1.731899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film happy together released
Start Entity:     Happy Together
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Happy Together --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       Happy Together --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   3.199326
Path Entropy(↓):  5.190515
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by hiroshi tamaki were released in which years
Start Entity:     Hiroshi Tamaki
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Hiroshi Tamaki --[(INV) starred_actors]--> Waterboys --[release_year]--> 2001
Path (Raw):       Hiroshi Tamaki --[No Operation]--> Hiroshi Tamaki --[(INV) starred_actors]--> Waterboys --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did zach dean write
Start Entity:     Zach Dean
Gold Answer:      [['Deadfall']]
Predicted Ans:    Deadfall
Predicted Path:   Zach Dean --[(INV) written_by]--> Deadfall --[written_by]--> Zach Dean --[(INV) written_by]--> Deadfall
Path (Raw):       Zach Dean --[(INV) written_by]--> Deadfall --[written_by]--> Zach Dean --[(INV) written_by]--> Deadfall
Neg LogProb(↓):   0.049324
Path Entropy(↓):  0.192981
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of first blood
Start Entity:     First Blood
Gold Answer:      [['Arnold Schwarzenegger', 'Cynthia Rhodes', 'Harrison Ford', 'Kate Bosworth', 'Finola Hughes', 'Steve Inwood', 'John Travolta', 'Dolly Parton', 'Jet Li', 'Dolph Lundgren', 'Sylvester Stallone', 'John Lithgow', 'Jason Statham', 'Reni Santoni', 'Andrew Robinson', 'James Franco', 'Brigitte Nielsen', 'Armand Assante', 'Antonio Tarver', 'Talia Shire', 'Burt Young', 'Carl Weathers']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   First Blood --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[starred_actors]--> Sylvester Stallone
Path (Raw):       First Blood --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.468847
Path Entropy(↓):  1.069196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by peter glenville
Start Entity:     Peter Glenville
Gold Answer:      [['John Gielgud', 'Una Merkel', 'Alec Guinness', 'Richard Burton', 'Laurence Harvey', 'Gino Cervi', 'Nicole Maurey', 'Danny Kaye', 'Jack Hawkins', "Peter O'Toole", 'Rita Moreno', 'Geraldine Page']]
Predicted Ans:    Jack Hawkins
Predicted Path:   Peter Glenville --[(INV) directed_by]--> The Prisoner --[starred_actors]--> Jack Hawkins
Path (Raw):       Peter Glenville --[No Operation]--> Peter Glenville --[(INV) directed_by]--> The Prisoner --[starred_actors]--> Jack Hawkins
Neg LogProb(↓):   0.469479
Path Entropy(↓):  0.709745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of a stranger in town
Start Entity:     A Stranger in Town
Gold Answer:      [['Delbert Mann', 'Fred Zinnemann', 'William Wyler', 'Charles Vidor', 'Charles Walters', 'Mervyn LeRoy', 'Jules Dassin']]
Predicted Ans:    Charles Walters
Predicted Path:   A Stranger in Town --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Path (Raw):       A Stranger in Town --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Neg LogProb(↓):   0.087751
Path Entropy(↓):  0.295965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film bangkok dangerous
Start Entity:     Bangkok Dangerous
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Andrew Niccol', 'Vic Armstrong', 'Paco Cabezas', 'Robin Hardy', 'Martin Scorsese', 'Chris Sanders', 'George Gallo', 'Alex Proyas', 'Richard Benjamin', 'Gore Verbinski', 'Mike Figgis', 'Christopher Coppola', 'Charles Jarrott', 'Jon Turteltaub', 'Henry Hathaway', 'Oliver Stone', 'John Woo', 'Michael Bay', 'Sally Potter', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Sam Pillsbury', 'Joel Schumacher', 'Hugh Wilson', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Patrick Lussier', 'Robert Bierman', 'Brad Silberling', 'Dominic Sena', 'Andrew Bergman', 'John G. Avildsen', 'Brett Ratner', 'George C. Scott', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'Norman Jewison', 'John A. Davis', 'Barbet Schroeder', 'Brian De Palma', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   Bangkok Dangerous --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Bangkok Dangerous --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.107088
Path Entropy(↓):  0.509819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sandy dennis acted together with who
Start Entity:     Sandy Dennis
Gold Answer:      [['Richard Burton', 'Randy Quaid', 'Michael Burns', 'Alan Alda', 'Theodore Bikel', 'Keanu Reeves', 'George Segal', 'Eileen Heckart', 'Patrick Bedford', 'Elizabeth Taylor', 'Bryan Madorsky', 'Anthony Newley', 'Len Cariou', 'Carol Burnett', 'Mary Beth Hurt', 'Charlize Theron']]
Predicted Ans:    George Segal
Predicted Path:   Sandy Dennis --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[starred_actors]--> George Segal
Path (Raw):       Sandy Dennis --[No Operation]--> Sandy Dennis --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[starred_actors]--> George Segal
Neg LogProb(↓):   0.040298
Path Entropy(↓):  0.202008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the petrified forest
Start Entity:     The Petrified Forest
Gold Answer:      [['George Cukor', 'John Cromwell', 'Edmund Goulding', 'William Dieterle', 'Edward Dmytryk', 'Tay Garnett', 'Franco Zeffirelli', 'John Huston', 'David Greene', 'Edward H. Griffith', 'James Napier Robertson', 'Paul Henreid', 'Roy Ward Baker', 'Seth Holt', 'King Vidor', 'Robert Aldrich', 'Alfred E. Green', 'Vincent Sherman', 'Sidney Franklin', 'Michael Curtiz', 'Frank Capra', 'Anatole Litvak', 'Marcel Langenegger', 'Daniel Taradash', 'Jay Anania', 'Archie Mayo', 'Curtis Bernhardt', 'Lindsay Anderson', 'William Keighley', 'Harold Young', 'Jean de Limur', 'Herman Shumlin', 'Leslie Howard', 'Robert Florey', 'William Wyler', 'Irving Rapper', 'Lloyd Bacon', 'Richard Brooks', 'David Butler', 'Joseph L. Mankiewicz', 'Stuart Heisler']]
Predicted Ans:    Anatole Litvak
Predicted Path:   The Petrified Forest --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[directed_by]--> Anatole Litvak
Path (Raw):       The Petrified Forest --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   1.074773
Path Entropy(↓):  2.353496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of voyage to cythera was
Start Entity:     Voyage to Cythera
Gold Answer:      [['Theodoros Angelopoulos']]
Predicted Ans:    Theodoros Angelopoulos
Predicted Path:   Voyage to Cythera --[directed_by]--> Theodoros Angelopoulos --[(INV) directed_by]--> The Travelling Players --[directed_by]--> Theodoros Angelopoulos
Path (Raw):       Voyage to Cythera --[directed_by]--> Theodoros Angelopoulos --[(INV) directed_by]--> The Travelling Players --[directed_by]--> Theodoros Angelopoulos
Neg LogProb(↓):   0.179114
Path Entropy(↓):  0.500165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film treasure island released
Start Entity:     Treasure Island
Gold Answer:      [['1934']]
Predicted Ans:    1990
Predicted Path:   Treasure Island --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Treasure Island --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.118918
Path Entropy(↓):  3.921006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by chuck hustmyre
Start Entity:     Chuck Hustmyre
Gold Answer:      [['Dave Bautista']]
Predicted Ans:    Dave Bautista
Predicted Path:   Chuck Hustmyre --[(INV) written_by]--> House of the Rising Sun --[starred_actors]--> Dave Bautista
Path (Raw):       Chuck Hustmyre --[No Operation]--> Chuck Hustmyre --[(INV) written_by]--> House of the Rising Sun --[starred_actors]--> Dave Bautista
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by all dogs go to heaven 2 actors release
Start Entity:     All Dogs Go to Heaven 2
Gold Answer:      [['1980', '2008', '1993', '1967', '1979', '1984', '2007', '1968', '1939', '2004', '1973', '1994', '1956', '1948', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2012', '2011', '1986', '1988', '1978', '2000', '1997', '1975', '1966', '1960', '1991', '1987', '1969', '1958', '1930']]
Predicted Ans:    1994
Predicted Path:   All Dogs Go to Heaven 2 --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[release_year]--> 1994
Path (Raw):       All Dogs Go to Heaven 2 --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[release_year]--> 1994
Neg LogProb(↓):   0.660210
Path Entropy(↓):  1.781416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of amaia salamanca acted films
Start Entity:     Amaia Salamanca
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Amaia Salamanca --[(INV) starred_actors]--> Brain Drain --[release_year]--> 2009
Path (Raw):       Amaia Salamanca --[No Operation]--> Amaia Salamanca --[(INV) starred_actors]--> Brain Drain --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by kristin booth
Start Entity:     Kristin Booth
Gold Answer:      [['Thom Fitzgerald', 'William Phillips']]
Predicted Ans:    Thom Fitzgerald
Predicted Path:   Kristin Booth --[(INV) starred_actors]--> Cloudburst --[directed_by]--> Thom Fitzgerald
Path (Raw):       Kristin Booth --[No Operation]--> Kristin Booth --[(INV) starred_actors]--> Cloudburst --[directed_by]--> Thom Fitzgerald
Neg LogProb(↓):   0.244775
Path Entropy(↓):  0.523238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of it's a disaster
Start Entity:     It's a Disaster
Gold Answer:      [['The Scenesters']]
Predicted Ans:    The Scenesters
Predicted Path:   It's a Disaster --[directed_by]--> Todd Berger --[(INV) directed_by]--> The Scenesters
Path (Raw):       It's a Disaster --[directed_by]--> Todd Berger --[(INV) directed_by]--> The Scenesters --[No Operation]--> The Scenesters
Neg LogProb(↓):   0.525881
Path Entropy(↓):  1.001045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the body, when was it released
Start Entity:     The Body
Gold Answer:      [['2001']]
Predicted Ans:    2012
Predicted Path:   The Body --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       The Body --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.690855
Path Entropy(↓):  4.856417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the movie without a clue
Start Entity:     Without a Clue
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Without a Clue --[release_year]--> 1988 --[(INV) release_year]--> The Last Temptation of Christ --[release_year]--> 1988
Path (Raw):       Without a Clue --[release_year]--> 1988 --[(INV) release_year]--> The Last Temptation of Christ --[release_year]--> 1988
Neg LogProb(↓):   3.281206
Path Entropy(↓):  4.794812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is my little eye
Start Entity:     My Little Eye
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   My Little Eye --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       My Little Eye --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.736379
Path Entropy(↓):  4.017480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie bitter feast
Start Entity:     Bitter Feast
Gold Answer:      [['Joe Maggio']]
Predicted Ans:    Joe Maggio
Predicted Path:   Bitter Feast --[written_by]--> Joe Maggio --[(INV) written_by]--> Bitter Feast --[written_by]--> Joe Maggio
Path (Raw):       Bitter Feast --[written_by]--> Joe Maggio --[(INV) written_by]--> Bitter Feast --[written_by]--> Joe Maggio
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in salaam namaste
Start Entity:     Salaam Namaste
Gold Answer:      [['1998', '2001', '2008', '2003', '2005', '2004', '2006', '2012']]
Predicted Ans:    2001
Predicted Path:   Salaam Namaste --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Dil Chahta Hai --[release_year]--> 2001
Path (Raw):       Salaam Namaste --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Dil Chahta Hai --[release_year]--> 2001
Neg LogProb(↓):   0.782327
Path Entropy(↓):  1.875985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie harsh times
Start Entity:     Harsh Times
Gold Answer:      [['christian bale', 'r', 'david ayer']]
Predicted Ans:    r
Predicted Path:   Harsh Times --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       Harsh Times --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.750991
Path Entropy(↓):  0.712185
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the thin man
Start Entity:     The Thin Man
Gold Answer:      [['Wallace Sullivan', 'John Fusco', "John O'Hara", 'Dashiell Hammett', 'Louis Bromfield', 'Nell Shipman', 'Rachel Crothers', 'Michael Arlen', 'Ernestine Gilbreth Carey', 'Arthur Caesar', 'Howard Teichmann', 'Frederick Lonsdale', 'Ernest Lehman', 'MacKinlay Kantor', 'Philip Barry', 'Waldemar Young', 'Vincent Lawrence', 'Jo Swerling', 'Howard Emmett Rogers', 'Norman Panama', 'Clarence Day', 'Bertram Bloch', 'Eric Hodgins', 'Edward Poor Montgomery', 'Frank Wead', 'William Bowers', 'Jacques Théry', 'Sidney Sheldon', 'Walter Reisch', 'George Oppenheimer', 'Ladislas Fodor', 'Herman J. Mankiewicz', 'Max Trell', 'Nathanael West', 'Albert Hackett', 'Ferenc Molnár', 'Talbot Mundy', 'Frances Goodrich', 'Joshua Logan', 'Shonda Rhimes', 'S.K. Lauren', 'Everett Freeman', 'John F. Goodrich', 'Melvin Frank', 'Faith Baldwin', 'Anita Loos', 'Eric Hatch', 'Peter Berneis', 'Thomas Heggen', 'Arthur Somers Roche', 'Morrie Ryskind', 'Josef von Sternberg', 'James Kevin McGuinness', 'Maurine Dallas Watkins']]
Predicted Ans:    George Oppenheimer
Predicted Path:   The Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Rendezvous --[written_by]--> George Oppenheimer
Path (Raw):       The Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Rendezvous --[written_by]--> George Oppenheimer
Neg LogProb(↓):   1.167454
Path Entropy(↓):  2.012094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote what have you done to solange?
Start Entity:     What Have You Done to Solange?
Gold Answer:      [['Massimo Dallamano', 'Oliver Parker']]
Predicted Ans:    Oliver Parker
Predicted Path:   What Have You Done to Solange? --[written_by]--> Massimo Dallamano --[(INV) written_by]--> Dorian Gray --[directed_by]--> Oliver Parker
Path (Raw):       What Have You Done to Solange? --[written_by]--> Massimo Dallamano --[(INV) written_by]--> Dorian Gray --[directed_by]--> Oliver Parker
Neg LogProb(↓):   0.013114
Path Entropy(↓):  0.077588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film tootsie
Start Entity:     Tootsie
Gold Answer:      [['Michael Sucsy', 'Joel Hopkins', 'J. Lee Thompson', 'Elaine May', 'John Schlesinger', 'Stephen Frears', 'Dustin Hoffman', 'Jeremy Kagan', 'Wolfgang Petersen', 'Mike Nichols', 'Tay Garnett', 'Paul Brickman', 'Taylor Hackford', 'Károly Makk', 'Martin Scorsese', 'Bob Rafelson', 'John Erman', 'David O. Russell', 'Ken Shapiro', 'Merian C. Cooper', 'John Badham', 'Volker Schlöndorff', 'Barry Levinson', 'Michael Apted', 'Gregg Champion', 'Karel Reisz', 'Thomas McCarthy', 'Joe Pytka', 'Jocelyn Moorhouse', 'Julie Taymor', 'Alex Segal', 'Zach Helm', 'Franklin J. Schaffner', 'Michael Corrente', 'John Boorman', 'Jules Dassin', 'Paul Weitz', 'Stephen Gyllenhaal', 'Charlie Stratton', 'Jay Roach', 'Francis Ford Coppola', 'Gary Fleder', 'Carroll Ballard', 'Robert Benton', 'Mark Osborne', 'John Stevenson', 'Steven Spielberg', 'Richard Pearce', 'Bob Fosse', 'Ulu Grosbard', 'Glenn Jordan', 'Rupert Wyatt', 'Peter Masterson', 'Sidney Lumet', 'Mark Tonderai', 'Tim Burton', 'Tony Richardson', 'John Guillermin', 'Arthur Penn', 'Carl Reiner', 'Rod Lurie', 'Ernest B. Schoedsack', 'Peter Jackson', 'Irwin Winkler', 'Sam Peckinpah', 'Stan Dragoti', 'Matt Williams', 'Elia Kazan', 'Alan J. Pakula']]
Predicted Ans:    John Erman
Predicted Path:   Tootsie --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> A Streetcar Named Desire --[directed_by]--> John Erman
Path (Raw):       Tootsie --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> A Streetcar Named Desire --[directed_by]--> John Erman
Neg LogProb(↓):   1.506336
Path Entropy(↓):  2.546868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by gregory poirier release
Start Entity:     Gregory Poirier
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Gregory Poirier --[(INV) directed_by]--> Tomcats --[release_year]--> 2001
Path (Raw):       Gregory Poirier --[No Operation]--> Gregory Poirier --[(INV) directed_by]--> Tomcats --[release_year]--> 2001
Neg LogProb(↓):   0.000132
Path Entropy(↓):  0.001308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rhodes reason starred together with who
Start Entity:     Rhodes Reason
Gold Answer:      [['Akira Takarada', 'Mie Hama', 'Linda Miller']]
Predicted Ans:    Akira Takarada
Predicted Path:   Rhodes Reason --[(INV) starred_actors]--> King Kong Escapes --[starred_actors]--> Akira Takarada
Path (Raw):       Rhodes Reason --[No Operation]--> Rhodes Reason --[(INV) starred_actors]--> King Kong Escapes --[starred_actors]--> Akira Takarada
Neg LogProb(↓):   0.190269
Path Entropy(↓):  0.502792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the wedding date also directed which movies
Start Entity:     The Wedding Date
Gold Answer:      [['American Virgin', 'How to Deal']]
Predicted Ans:    How to Deal
Predicted Path:   The Wedding Date --[directed_by]--> Clare Kilner --[(INV) directed_by]--> How to Deal
Path (Raw):       The Wedding Date --[directed_by]--> Clare Kilner --[(INV) directed_by]--> How to Deal --[No Operation]--> How to Deal
Neg LogProb(↓):   0.165782
Path Entropy(↓):  0.519107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was pete mccormack the writer of
Start Entity:     Pete McCormack
Gold Answer:      [['I Am Bruce Lee', 'Whirlygirl', 'Facing Ali']]
Predicted Ans:    I Am Bruce Lee
Predicted Path:   Pete McCormack --[(INV) written_by]--> I Am Bruce Lee --[written_by]--> Pete McCormack --[(INV) written_by]--> I Am Bruce Lee
Path (Raw):       Pete McCormack --[(INV) written_by]--> I Am Bruce Lee --[written_by]--> Pete McCormack --[(INV) written_by]--> I Am Bruce Lee
Neg LogProb(↓):   0.034337
Path Entropy(↓):  0.172740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film postcards from the edge are written by who
Start Entity:     Postcards from the Edge
Gold Answer:      [['Thornton Wilder', 'Todd Haynes', 'Cornell Woolrich', 'Wes Anderson', 'Larry McMurtry', 'Kurt Luedtke', 'Karen Blixen', 'Karen Croner', 'Anna Quindlen', 'Richard Linklater', 'Jerzy Kosinski', 'Matthew Michael Carnahan', 'Lauren Weisberger', 'Rosellen Brown', 'Callie Khouri', 'Lawrence Kasdan', 'David Koepp', 'Travis Milloy', 'Harvey Weinstein', 'Robert Harling', 'Robert Benton', 'Daniel Petrie Jr.', 'Toby Emmerich', 'Skip Hollandsworth', 'Brian Klugman', 'Lee Sternthal', 'Charles Leavitt', 'Carl Gottlieb', 'Steve Conrad', 'Scott Spiegel', 'Alexandre Breffort', 'Scott McPherson', 'Ben Younger', 'John Fowles', 'Jim Kouf', 'James Jones', 'Abe Burrows', 'William Styron', 'Billy Wilder', 'James L. Brooks', 'Albert Dupontel', 'Ramona Stewart', 'Frank Deford', 'Charles Webb', 'Vanessa Taylor', 'Boaz Yakin', 'Mark Poirier', 'Nancy Meyers', 'John Michael Hayes', 'Lois Lowry', 'Dan Gordon', 'Myra Lewis', 'Craig Brewer', 'Nora Ephron', 'John Patrick Shanley', 'Paul Weitz', 'Stephen Gaghan', 'Jack Davies', 'Alan J. Pakula', 'Sidney Carroll', 'James Lee', 'Bert Granet', 'Neil Simon', 'Alan Alda', 'David Newman', 'Roland Emmerich', 'Oliver Stone', 'Charles Lederer', 'Charles Shyer', 'David Hare', 'Christian Alvart', 'Peter Benchley', 'William Gibson', 'Richard LaGravenese', 'Dorothy Kingsley', 'Erich Kästner', 'Alan Parker', 'Robert James Waller', 'Hugh Wilson', 'Leslie Bohem', 'Ted Griffin', 'Brian Friel', 'Lillian Hellman', 'Roald Dahl', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'William Kennedy', 'John A. Davis', 'John Nickle', 'Arthur Laurents', 'Bethany Hamilton', 'Tom Wolfe', 'Charles Edward Pogue', 'Richard Jefferies', 'Paul Jarrico', 'Nel King', 'Gilles Mimouni', 'Jack Baran', 'Ethan Coen', 'Jim McBride', 'Steve Tesich', 'Sean McNamara', 'Russell Rouse', 'Clarence Greene', 'Michael Cunningham', 'Barry L. Levy', 'Ian Abrams', 'Dalton Trumbo', 'John Lee Hancock', 'Martin Donovan', 'Alvin Sargent', 'Norman Krasna', 'Harold Pinter', 'David Swift', 'Barry Strugatz', 'Mark R. Burns', 'Fay Weldon']]
Predicted Ans:    Vanessa Taylor
Predicted Path:   Postcards from the Edge --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Hope Springs --[written_by]--> Vanessa Taylor
Path (Raw):       Postcards from the Edge --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Hope Springs --[written_by]--> Vanessa Taylor
Neg LogProb(↓):   1.083352
Path Entropy(↓):  2.509655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in guilty
Start Entity:     Guilty
Gold Answer:      [['Philippe Torreton']]
Predicted Ans:    Philippe Torreton
Predicted Path:   Guilty --[starred_actors]--> Philippe Torreton --[(INV) starred_actors]--> Guilty --[starred_actors]--> Philippe Torreton
Path (Raw):       Guilty --[starred_actors]--> Philippe Torreton --[(INV) starred_actors]--> Guilty --[starred_actors]--> Philippe Torreton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the wedding singer starred who
Start Entity:     The Wedding Singer
Gold Answer:      [['Drew Barrymore', 'Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   The Wedding Singer --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> The Wedding Singer --[starred_actors]--> Adam Sandler
Path (Raw):       The Wedding Singer --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> The Wedding Singer --[starred_actors]--> Adam Sandler
Neg LogProb(↓):   0.588269
Path Entropy(↓):  1.302185
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in agnes de sacy written films
Start Entity:     Agnès de Sacy
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Agnès de Sacy --[(INV) written_by]--> The Man of My Life --[in_language]--> French
Path (Raw):       Agnès de Sacy --[No Operation]--> Agnès de Sacy --[(INV) written_by]--> The Man of My Life --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with howard himelstein
Start Entity:     Howard Himelstein
Gold Answer:      [['Oscar Wilde']]
Predicted Ans:    Oscar Wilde
Predicted Path:   Howard Himelstein --[(INV) written_by]--> A Good Woman --[written_by]--> Oscar Wilde
Path (Raw):       Howard Himelstein --[No Operation]--> Howard Himelstein --[(INV) written_by]--> A Good Woman --[written_by]--> Oscar Wilde
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie stranger on the prowl are written by who
Start Entity:     Stranger on the Prowl
Gold Answer:      [['Armitage Trail', 'Abem Finkel', 'Carl Erickson', 'Harry R. Irving', 'Michael A. Musmanno', 'Pierre Collings', 'Sheridan Gibney', 'Richard Murphy', 'Harry Segall', 'Talbot Jennings', 'Roland Kibbee', 'Irwin Shaw', 'Claudine West', 'Oliver Stone', 'Pearl S. Buck', 'C.S. Forester', 'Brown Holmes', 'Tess Slesinger', 'Howard J. Green', 'Gerald Green']]
Predicted Ans:    Roland Kibbee
Predicted Path:   Stranger on the Prowl --[starred_actors]--> Paul Muni --[(INV) starred_actors]--> Angel on My Shoulder --[written_by]--> Roland Kibbee
Path (Raw):       Stranger on the Prowl --[starred_actors]--> Paul Muni --[(INV) starred_actors]--> Angel on My Shoulder --[written_by]--> Roland Kibbee
Neg LogProb(↓):   0.753517
Path Entropy(↓):  1.577239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with h. p. lovecraft
Start Entity:     H.P. Lovecraft
Gold Answer:      [['Curtis Hanson', 'Ulli Lommel', 'Sean Branney', 'Andrew Leman']]
Predicted Ans:    H.P. Lovecraft
Predicted Path:   H.P. Lovecraft --[(INV) written_by]--> The Tomb --[written_by]--> H.P. Lovecraft
Path (Raw):       H.P. Lovecraft --[No Operation]--> H.P. Lovecraft --[(INV) written_by]--> The Tomb --[written_by]--> H.P. Lovecraft
Neg LogProb(↓):   0.228155
Path Entropy(↓):  0.509535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose actors also appear in take this waltz
Start Entity:     Take This Waltz
Gold Answer:      [['German']]
Predicted Ans:    Lindsay Lohan
Predicted Path:   Take This Waltz --[starred_actors]--> Luke Kirby --[(INV) starred_actors]--> Labor Pains --[starred_actors]--> Lindsay Lohan
Path (Raw):       Take This Waltz --[starred_actors]--> Luke Kirby --[(INV) starred_actors]--> Labor Pains --[starred_actors]--> Lindsay Lohan
Neg LogProb(↓):   0.554782
Path Entropy(↓):  1.146722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films written by andrea segre in
Start Entity:     Andrea Segre
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Andrea Segre --[(INV) written_by]--> Shun Li and the Poet --[in_language]--> Italian
Path (Raw):       Andrea Segre --[No Operation]--> Andrea Segre --[(INV) written_by]--> Shun Li and the Poet --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of street people
Start Entity:     Street People
Gold Answer:      [['William Friedkin', 'Clint Eastwood', 'Milton Katselas', 'Gordon Parks', 'Paul Aaron', 'John Singleton']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Street People --[written_by]--> Ernest Tidyman --[(INV) written_by]--> High Plains Drifter --[directed_by]--> Clint Eastwood
Path (Raw):       Street People --[written_by]--> Ernest Tidyman --[(INV) written_by]--> High Plains Drifter --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   0.003108
Path Entropy(↓):  0.025165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of adao e eva also directed which films
Start Entity:     Adão e Eva
Gold Answer:      [['Tentação']]
Predicted Ans:    Adão e Eva
Predicted Path:   Adão e Eva --[directed_by]--> Joaquim Leitão --[(INV) directed_by]--> Adão e Eva
Path (Raw):       Adão e Eva --[directed_by]--> Joaquim Leitão --[(INV) directed_by]--> Adão e Eva --[No Operation]--> Adão e Eva
Neg LogProb(↓):   0.069503
Path Entropy(↓):  0.264761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film the wave were in which languages
Start Entity:     The Wave
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Wave --[directed_by]--> Dennis Gansel --[(INV) directed_by]--> Before the Fall --[in_language]--> German
Path (Raw):       The Wave --[directed_by]--> Dennis Gansel --[(INV) directed_by]--> Before the Fall --[in_language]--> German
Neg LogProb(↓):   0.045254
Path Entropy(↓):  0.201792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by ivan passer
Start Entity:     Ivan Passer
Gold Answer:      [['George Segal', 'Karen Black', 'Paula Prentiss']]
Predicted Ans:    George Segal
Predicted Path:   Ivan Passer --[(INV) written_by]--> Born to Win --[starred_actors]--> George Segal
Path (Raw):       Ivan Passer --[No Operation]--> Ivan Passer --[(INV) written_by]--> Born to Win --[starred_actors]--> George Segal
Neg LogProb(↓):   0.704895
Path Entropy(↓):  0.912647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ian cairns act in
Start Entity:     Ian Cairns
Gold Answer:      [["Bustin' Down the Door"]]
Predicted Ans:    Bustin' Down the Door
Predicted Path:   Ian Cairns --[(INV) starred_actors]--> Bustin' Down the Door --[starred_actors]--> Ian Cairns --[(INV) starred_actors]--> Bustin' Down the Door
Path (Raw):       Ian Cairns --[(INV) starred_actors]--> Bustin' Down the Door --[starred_actors]--> Ian Cairns --[(INV) starred_actors]--> Bustin' Down the Door
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is collateral damage
Start Entity:     Collateral Damage
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Collateral Damage --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Collateral Damage --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.336535
Path Entropy(↓):  2.864671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by dagur kari released
Start Entity:     Dagur Kári
Gold Answer:      [['2011', '2003', '2005', '2009']]
Predicted Ans:    2005
Predicted Path:   Dagur Kári --[(INV) directed_by]--> Dark Horse --[release_year]--> 2005
Path (Raw):       Dagur Kári --[No Operation]--> Dagur Kári --[(INV) directed_by]--> Dark Horse --[release_year]--> 2005
Neg LogProb(↓):   0.313947
Path Entropy(↓):  0.606085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film god's gun were in which languages
Start Entity:     God's Gun
Gold Answer:      [['Italian', 'Japanese']]
Predicted Ans:    Italian
Predicted Path:   God's Gun --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[in_language]--> Italian
Path (Raw):       God's Gun --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[in_language]--> Italian
Neg LogProb(↓):   0.025183
Path Entropy(↓):  0.122380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did l. h. whittemore write
Start Entity:     L.H. Whittemore
Gold Answer:      [['The Super Cops']]
Predicted Ans:    The Super Cops
Predicted Path:   L.H. Whittemore --[(INV) written_by]--> The Super Cops --[written_by]--> L.H. Whittemore --[(INV) written_by]--> The Super Cops
Path (Raw):       L.H. Whittemore --[(INV) written_by]--> The Super Cops --[written_by]--> L.H. Whittemore --[(INV) written_by]--> The Super Cops
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by jonathan demme released
Start Entity:     Jonathan Demme
Gold Answer:      [['1998', '1980', '1988', '1975', '2008', '1993', '1991', '2013', '1961', '2002', '1987', '1986', '1974', '1984', '1977']]
Predicted Ans:    2008
Predicted Path:   Jonathan Demme --[(INV) directed_by]--> Rachel Getting Married --[release_year]--> 2008
Path (Raw):       Jonathan Demme --[No Operation]--> Jonathan Demme --[(INV) directed_by]--> Rachel Getting Married --[release_year]--> 2008
Neg LogProb(↓):   1.287412
Path Entropy(↓):  2.026935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of white sands also directed which movies
Start Entity:     White Sands
Gold Answer:      [['Seeking Justice', "Dante's Peak", 'The Getaway', 'The Recruit', 'Species', 'The Bounty', 'The November Man', 'Cocktail', 'The Bank Job', 'Thirteen Days', "The World's Fastest Indian", 'Cadillac Man']]
Predicted Ans:    The Getaway
Predicted Path:   White Sands --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway
Path (Raw):       White Sands --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[No Operation]--> The Getaway
Neg LogProb(↓):   0.117615
Path Entropy(↓):  0.567237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is portrait of jennie about
Start Entity:     Portrait of Jennie
Gold Answer:      [['fantasy', 'william dieterle']]
Predicted Ans:    william dieterle
Predicted Path:   Portrait of Jennie --[has_tags]--> william dieterle --[(INV) has_tags]--> Jewel Robbery --[has_tags]--> william dieterle
Path (Raw):       Portrait of Jennie --[has_tags]--> william dieterle --[(INV) has_tags]--> Jewel Robbery --[has_tags]--> william dieterle
Neg LogProb(↓):   0.000173
Path Entropy(↓):  0.001755
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote charlie chan's murder cruise
Start Entity:     Charlie Chan's Murder Cruise
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Charlie Chan's Murder Cruise --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On --[has_genre]--> Mystery
Path (Raw):       Charlie Chan's Murder Cruise --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On --[has_genre]--> Mystery
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie just another love story were in which languages
Start Entity:     Just Another Love Story
Gold Answer:      [['Norwegian', 'Danish']]
Predicted Ans:    Danish
Predicted Path:   Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> Nightwatch --[in_language]--> Danish
Path (Raw):       Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> Nightwatch --[in_language]--> Danish
Neg LogProb(↓):   0.751860
Path Entropy(↓):  0.872681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the corn is green
Start Entity:     The Corn Is Green
Gold Answer:      [['1980', '1946', '2008', '1944', '1936', '1935', '1941', '1968', '1939', '1933', '1951', '2014', '1932', '1956', '1943', '1972', '1942', '1940', '1938', '1937', '2012', '1961', '1955', '1962', '1934', '1978', '1964', '1949', '1950', '1929', '1965', '1987', '1952']]
Predicted Ans:    2008
Predicted Path:   The Corn Is Green --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       The Corn Is Green --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   1.252720
Path Entropy(↓):  2.609765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about charles frend
Start Entity:     charles frend
Gold Answer:      [['The Cruel Sea', 'Scott of the Antarctic']]
Predicted Ans:    The Cruel Sea
Predicted Path:   charles frend --[(INV) has_tags]--> The Cruel Sea --[has_tags]--> charles frend --[(INV) has_tags]--> The Cruel Sea
Path (Raw):       charles frend --[(INV) has_tags]--> The Cruel Sea --[has_tags]--> charles frend --[(INV) has_tags]--> The Cruel Sea
Neg LogProb(↓):   0.000480
Path Entropy(↓):  0.004226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie it could happen to you are directed by who
Start Entity:     It Could Happen to You
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Chris Nahon', 'Andrew Niccol', 'Vic Armstrong', 'Paco Cabezas', 'Robin Hardy', 'Martin Scorsese', 'Paul Marcus', 'Chris Sanders', 'Dwight Yoakam', 'Clare Peploe', 'Quentin Tarantino', 'John Badham', 'George Gallo', 'Alex Proyas', 'Richard Benjamin', 'Gore Verbinski', 'Mike Figgis', 'Christopher Coppola', 'Charles Jarrott', 'Jon Turteltaub', 'Henry Hathaway', 'Oliver Stone', 'John Woo', 'Henry Selick', 'Michael Bay', 'Sally Potter', 'Harold Becker', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Sam Pillsbury', 'Joel Schumacher', 'Hugh Wilson', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Sam Raimi', 'Patrick Lussier', 'Robert Bierman', 'Brad Silberling', 'Dominic Sena', 'Andrew Bergman', 'John G. Avildsen', 'Cameron Crowe', 'David Wu', 'Brett Ratner', 'George C. Scott', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'Norman Jewison', 'Steve Miner', 'John A. Davis', 'Barbet Schroeder', 'Brian De Palma', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   It Could Happen to You --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       It Could Happen to You --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.245775
Path Entropy(↓):  0.960468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed smokin'aces
Start Entity:     Smokin' Aces
Gold Answer:      [['Ian Mackenzie Jeffers', 'Brian Bloom', 'Frank Lupo', 'Stephen J. Cannell', 'Joe Carnahan']]
Predicted Ans:    Joe Carnahan
Predicted Path:   Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Smokin' Aces --[written_by]--> Joe Carnahan
Path (Raw):       Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Smokin' Aces --[written_by]--> Joe Carnahan
Neg LogProb(↓):   0.190125
Path Entropy(↓):  0.606067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of everett mcgill starred movies
Start Entity:     Everett McGill
Gold Answer:      [['1986', '1985', '1991']]
Predicted Ans:    1991
Predicted Path:   Everett McGill --[(INV) starred_actors]--> The People Under the Stairs --[release_year]--> 1991
Path (Raw):       Everett McGill --[No Operation]--> Everett McGill --[(INV) starred_actors]--> The People Under the Stairs --[release_year]--> 1991
Neg LogProb(↓):   0.036119
Path Entropy(↓):  0.171677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed movies with jean dujardin
Start Entity:     Jean Dujardin
Gold Answer:      [['Gilles Lellouche']]
Predicted Ans:    Jean Dujardin
Predicted Path:   Jean Dujardin --[(INV) directed_by]--> The Players --[directed_by]--> Jean Dujardin
Path (Raw):       Jean Dujardin --[No Operation]--> Jean Dujardin --[(INV) directed_by]--> The Players --[directed_by]--> Jean Dujardin
Neg LogProb(↓):   0.413469
Path Entropy(↓):  0.644975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie an education
Start Entity:     An Education
Gold Answer:      [['Laura Wade', 'Lone Scherfig', 'David Nicholls']]
Predicted Ans:    Lone Scherfig
Predicted Path:   An Education --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[written_by]--> Lone Scherfig
Path (Raw):       An Education --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[written_by]--> Lone Scherfig
Neg LogProb(↓):   0.001789
Path Entropy(↓):  0.014921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by mark obenhaus starred who
Start Entity:     Mark Obenhaus
Gold Answer:      [['Bill Briggs']]
Predicted Ans:    Bill Briggs
Predicted Path:   Mark Obenhaus --[(INV) directed_by]--> Steep --[starred_actors]--> Bill Briggs
Path (Raw):       Mark Obenhaus --[No Operation]--> Mark Obenhaus --[(INV) directed_by]--> Steep --[starred_actors]--> Bill Briggs
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in blood and bone
Start Entity:     Blood and Bone
Gold Answer:      [['Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Blood and Bone --[starred_actors]--> Julian Sands --[(INV) starred_actors]--> The Medallion --[has_genre]--> Comedy
Path (Raw):       Blood and Bone --[starred_actors]--> Julian Sands --[(INV) starred_actors]--> The Medallion --[has_genre]--> Comedy
Neg LogProb(↓):   0.131754
Path Entropy(↓):  0.552387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the prince and me
Start Entity:     The Prince and Me
Gold Answer:      [['Neil Simon', 'Bernard Slade', 'John Quaintance', 'Neal Israel', 'Calder Willingham', 'Robert Nelson Jacobs', 'Pat Proft', 'Avra Wing', 'Jane Anderson', 'Earl Mills', 'Nora Roberts', 'Anne Heche']]
Predicted Ans:    Neil Simon
Predicted Path:   The Prince and Me --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Lost in Yonkers --[written_by]--> Neil Simon
Path (Raw):       The Prince and Me --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Lost in Yonkers --[written_by]--> Neil Simon
Neg LogProb(↓):   0.930317
Path Entropy(↓):  1.541673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did peter marshall act in
Start Entity:     Peter Marshall
Gold Answer:      [['The Horseman']]
Predicted Ans:    The Horseman
Predicted Path:   Peter Marshall --[(INV) starred_actors]--> The Horseman --[starred_actors]--> Peter Marshall --[(INV) starred_actors]--> The Horseman
Path (Raw):       Peter Marshall --[(INV) starred_actors]--> The Horseman --[starred_actors]--> Peter Marshall --[(INV) starred_actors]--> The Horseman
Neg LogProb(↓):   0.000253
Path Entropy(↓):  0.002357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie but not for me released
Start Entity:     But Not for Me
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   But Not for Me --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       But Not for Me --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.959322
Path Entropy(↓):  3.772747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of jeepers creepers also wrote movies
Start Entity:     Jeepers Creepers
Gold Answer:      [['Dark House', 'Rosewood Lane', 'Powder', 'Clownhouse', 'The Nature of the Beast']]
Predicted Ans:    The Nature of the Beast
Predicted Path:   Jeepers Creepers --[written_by]--> Victor Salva --[(INV) written_by]--> The Nature of the Beast
Path (Raw):       Jeepers Creepers --[written_by]--> Victor Salva --[(INV) written_by]--> The Nature of the Beast --[No Operation]--> The Nature of the Beast
Neg LogProb(↓):   0.380461
Path Entropy(↓):  0.720804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by elizabeth bogush
Start Entity:     Elizabeth Bogush
Gold Answer:      [['Craig E. Serling', 'Nicole Lonner']]
Predicted Ans:    Craig E. Serling
Predicted Path:   Elizabeth Bogush --[(INV) starred_actors]--> Jam --[written_by]--> Craig E. Serling
Path (Raw):       Elizabeth Bogush --[No Operation]--> Elizabeth Bogush --[(INV) starred_actors]--> Jam --[written_by]--> Craig E. Serling
Neg LogProb(↓):   0.008186
Path Entropy(↓):  0.047349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film blackjack
Start Entity:     Blackjack
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Blackjack --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Blackjack --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   1.862233
Path Entropy(↓):  3.208735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did toshio masuda direct
Start Entity:     Toshio Masuda
Gold Answer:      [['Rusty Knife']]
Predicted Ans:    Rusty Knife
Predicted Path:   Toshio Masuda --[(INV) written_by]--> Rusty Knife --[written_by]--> Toshio Masuda --[(INV) written_by]--> Rusty Knife
Path (Raw):       Toshio Masuda --[(INV) written_by]--> Rusty Knife --[written_by]--> Toshio Masuda --[(INV) written_by]--> Rusty Knife
Neg LogProb(↓):   0.810702
Path Entropy(↓):  1.172184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the last horror movie fall under
Start Entity:     The Last Horror Movie
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Last Horror Movie --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       The Last Horror Movie --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.542973
Path Entropy(↓):  3.828407
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe juno
Start Entity:     Juno
Gold Answer:      [['jason reitman', 'jason bateman', 'jennifer garner', 'michael cera', 'teenager', 'comedy', 'teen', 'ellen page', 'pregnancy', 'original', 'soundtrack']]
Predicted Ans:    michael cera
Predicted Path:   Juno --[has_tags]--> michael cera --[(INV) has_tags]--> Paper Heart --[has_tags]--> michael cera
Path (Raw):       Juno --[has_tags]--> michael cera --[(INV) has_tags]--> Paper Heart --[has_tags]--> michael cera
Neg LogProb(↓):   0.053838
Path Entropy(↓):  0.265012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by charles coburn
Start Entity:     Charles Coburn
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Path (Raw):       Charles Coburn --[No Operation]--> Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Neg LogProb(↓):   0.457970
Path Entropy(↓):  1.077981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film mannequin
Start Entity:     Mannequin
Gold Answer:      [['1987']]
Predicted Ans:    1937
Predicted Path:   Mannequin --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       Mannequin --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   2.052278
Path Entropy(↓):  3.855974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by r. a. the rugged man
Start Entity:     R.A. The Rugged Man
Gold Answer:      [['Frank Henenlotter']]
Predicted Ans:    Frank Henenlotter
Predicted Path:   R.A. The Rugged Man --[(INV) written_by]--> Bad Biology --[directed_by]--> Frank Henenlotter
Path (Raw):       R.A. The Rugged Man --[No Operation]--> R.A. The Rugged Man --[(INV) written_by]--> Bad Biology --[directed_by]--> Frank Henenlotter
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in grudge match
Start Entity:     Grudge Match
Gold Answer:      [['Music', 'Sport', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Grudge Match --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Grudge Match --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   1.696201
Path Entropy(↓):  3.001518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for surf nazis must die
Start Entity:     Surf Nazis Must Die
Gold Answer:      [['Peter George']]
Predicted Ans:    Peter George
Predicted Path:   Surf Nazis Must Die --[written_by]--> Peter George --[(INV) written_by]--> Surf Nazis Must Die --[written_by]--> Peter George
Path (Raw):       Surf Nazis Must Die --[written_by]--> Peter George --[(INV) written_by]--> Surf Nazis Must Die --[written_by]--> Peter George
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ivan goff were released in which years
Start Entity:     Ivan Goff
Gold Answer:      [['1960', '1950', '2000', '1949']]
Predicted Ans:    1960
Predicted Path:   Ivan Goff --[(INV) written_by]--> Midnight Lace --[release_year]--> 1960
Path (Raw):       Ivan Goff --[No Operation]--> Ivan Goff --[(INV) written_by]--> Midnight Lace --[release_year]--> 1960
Neg LogProb(↓):   0.188033
Path Entropy(↓):  0.601950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in breaker morant
Start Entity:     Breaker Morant
Gold Answer:      [['Family', 'Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Breaker Morant --[starred_actors]--> Bryan Brown --[(INV) starred_actors]--> Give My Regards to Broad Street --[has_genre]--> Drama
Path (Raw):       Breaker Morant --[starred_actors]--> Bryan Brown --[(INV) starred_actors]--> Give My Regards to Broad Street --[has_genre]--> Drama
Neg LogProb(↓):   0.315401
Path Entropy(↓):  0.977026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film merry - go - round were in which languages
Start Entity:     Merry-Go-Round
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Merry-Go-Round --[starred_actors]--> Mary Philbin --[(INV) starred_actors]--> The Man Who Laughs --[in_language]--> French
Path (Raw):       Merry-Go-Round --[starred_actors]--> Mary Philbin --[(INV) starred_actors]--> The Man Who Laughs --[in_language]--> French
Neg LogProb(↓):   0.003601
Path Entropy(↓):  0.023885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the great santini
Start Entity:     The Great Santini
Gold Answer:      [['Yukio Mishima', 'Lewis John Carlino']]
Predicted Ans:    Lewis John Carlino
Predicted Path:   The Great Santini --[directed_by]--> Lewis John Carlino --[(INV) directed_by]--> The Sailor Who Fell from Grace with the Sea --[written_by]--> Lewis John Carlino
Path (Raw):       The Great Santini --[directed_by]--> Lewis John Carlino --[(INV) directed_by]--> The Sailor Who Fell from Grace with the Sea --[written_by]--> Lewis John Carlino
Neg LogProb(↓):   0.574003
Path Entropy(↓):  1.256804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in homefront
Start Entity:     Homefront
Gold Answer:      [['French', 'Italian', 'Japanese', 'Filipino', 'Russian']]
Predicted Ans:    French
Predicted Path:   Homefront --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Chaos --[in_language]--> French
Path (Raw):       Homefront --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Chaos --[in_language]--> French
Neg LogProb(↓):   1.399156
Path Entropy(↓):  1.827677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for melancholia
Start Entity:     Melancholia
Gold Answer:      [['Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Melancholia --[written_by]--> Lars von Trier --[(INV) written_by]--> Breaking the Waves --[written_by]--> Lars von Trier
Path (Raw):       Melancholia --[written_by]--> Lars von Trier --[(INV) written_by]--> Breaking the Waves --[written_by]--> Lars von Trier
Neg LogProb(↓):   1.514126
Path Entropy(↓):  1.716304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie hamlet released
Start Entity:     Hamlet
Gold Answer:      [['1996']]
Predicted Ans:    1990
Predicted Path:   Hamlet --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Hamlet --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.398810
Path Entropy(↓):  4.190777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film queen of outer space
Start Entity:     Queen of Outer Space
Gold Answer:      [['1954', '1952']]
Predicted Ans:    1952
Predicted Path:   Queen of Outer Space --[starred_actors]--> Zsa Zsa Gabor --[(INV) starred_actors]--> Moulin Rouge --[release_year]--> 1952
Path (Raw):       Queen of Outer Space --[starred_actors]--> Zsa Zsa Gabor --[(INV) starred_actors]--> Moulin Rouge --[release_year]--> 1952
Neg LogProb(↓):   0.177810
Path Entropy(↓):  0.511504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in tom schulman written films
Start Entity:     Tom Schulman
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Tom Schulman --[(INV) written_by]--> Dead Poets Society --[in_language]--> English
Path (Raw):       Tom Schulman --[No Operation]--> Tom Schulman --[(INV) written_by]--> Dead Poets Society --[in_language]--> English
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of battle of britain
Start Entity:     Battle of Britain
Gold Answer:      [['Goldfinger', 'Diamonds Are Forever', 'The Man with the Golden Gun', 'Live and Let Die', 'Force 10 from Navarone', "The Mirror Crack'd", 'Funeral in Berlin']]
Predicted Ans:    The Man with the Golden Gun
Predicted Path:   Battle of Britain --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun
Path (Raw):       Battle of Britain --[No Operation]--> Battle of Britain --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun
Neg LogProb(↓):   0.028784
Path Entropy(↓):  0.147976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by thomas j. wright in
Start Entity:     Thomas J. Wright
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Thomas J. Wright --[(INV) directed_by]--> No Holds Barred --[has_genre]--> Action
Path (Raw):       Thomas J. Wright --[No Operation]--> Thomas J. Wright --[(INV) directed_by]--> No Holds Barred --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director katia lund co - directed movies with who
Start Entity:     Kátia Lund
Gold Answer:      [['Fernando Meirelles']]
Predicted Ans:    Kátia Lund
Predicted Path:   Kátia Lund --[(INV) directed_by]--> City of God --[directed_by]--> Kátia Lund
Path (Raw):       Kátia Lund --[No Operation]--> Kátia Lund --[(INV) directed_by]--> City of God --[directed_by]--> Kátia Lund
Neg LogProb(↓):   0.354570
Path Entropy(↓):  0.609609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with child of god
Start Entity:     Child of God
Gold Answer:      [['The Road', 'No Country for Old Men', 'All the Pretty Horses', 'The Counselor', 'As I Lay Dying', 'Palo Alto', 'Good Time Max', 'The Sunset Limited']]
Predicted Ans:    As I Lay Dying
Predicted Path:   Child of God --[written_by]--> James Franco --[(INV) written_by]--> As I Lay Dying
Path (Raw):       Child of God --[written_by]--> James Franco --[(INV) written_by]--> As I Lay Dying --[No Operation]--> As I Lay Dying
Neg LogProb(↓):   0.257270
Path Entropy(↓):  0.776771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by fernando guillen cuervo
Start Entity:     Fernando Guillén Cuervo
Gold Answer:      [['Juanma Bajo Ulloa']]
Predicted Ans:    Juanma Bajo Ulloa
Predicted Path:   Fernando Guillén Cuervo --[(INV) starred_actors]--> Airbag --[directed_by]--> Juanma Bajo Ulloa
Path (Raw):       Fernando Guillén Cuervo --[No Operation]--> Fernando Guillén Cuervo --[(INV) starred_actors]--> Airbag --[directed_by]--> Juanma Bajo Ulloa
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film ice station zebra were released in which years
Start Entity:     Ice Station Zebra
Gold Answer:      [['1976', '1963', '1949', '1972', '1957', '1950', '1960', '1951', '1959', '1965', '1953', '1967', '1935', '1969', '1974', '1955', '1958', '1956']]
Predicted Ans:    1972
Predicted Path:   Ice Station Zebra --[directed_by]--> John Sturges --[(INV) directed_by]--> Joe Kidd --[release_year]--> 1972
Path (Raw):       Ice Station Zebra --[directed_by]--> John Sturges --[(INV) directed_by]--> Joe Kidd --[release_year]--> 1972
Neg LogProb(↓):   1.540859
Path Entropy(↓):  2.123914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie videodrome
Start Entity:     Videodrome
Gold Answer:      [['Deborah Harry', 'Sonja Smits', 'James Woods']]
Predicted Ans:    James Woods
Predicted Path:   Videodrome --[starred_actors]--> James Woods --[(INV) starred_actors]--> End Game --[starred_actors]--> James Woods
Path (Raw):       Videodrome --[starred_actors]--> James Woods --[(INV) starred_actors]--> End Game --[starred_actors]--> James Woods
Neg LogProb(↓):   0.003120
Path Entropy(↓):  0.024389
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the five obstructions
Start Entity:     The Five Obstructions
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   The Five Obstructions --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Path (Raw):       The Five Obstructions --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Neg LogProb(↓):   0.724753
Path Entropy(↓):  1.438297
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in heat
Start Entity:     Heat
Gold Answer:      [['Al Pacino', 'Robert De Niro', 'Val Kilmer']]
Predicted Ans:    Andrea Feldman
Predicted Path:   Heat --[starred_actors]--> Andrea Feldman --[(INV) starred_actors]--> Trash --[starred_actors]--> Andrea Feldman
Path (Raw):       Heat --[starred_actors]--> Andrea Feldman --[(INV) starred_actors]--> Trash --[starred_actors]--> Andrea Feldman
Neg LogProb(↓):   0.060938
Path Entropy(↓):  0.282954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of the film turbulence
Start Entity:     Turbulence
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Turbulence --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Turbulence --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.429105
Path Entropy(↓):  2.945740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of algiers
Start Entity:     Algiers
Gold Answer:      [['Gaslight', 'Love Affair', 'All This, and Heaven Too', 'Mayerling', 'Liliom', 'The Buccaneer', 'History Is Made at Night', 'The Happy Time', 'Her Highness and the Bellboy', 'Comrade X', 'Experiment Perilous', 'Tortilla Flat', 'Come Live with Me', 'Boom Town', 'The Garden of Allah', 'Crossroads', 'Barefoot in the Park', 'Arch of Triumph', 'Conquest', 'Confidential Agent', 'The Constant Nymph', 'Cluny Brown', 'The Heavenly Body', 'Back Street', 'Hold Back the Dawn', 'Samson and Delilah']]
Predicted Ans:    Mayerling
Predicted Path:   Algiers --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Mayerling
Path (Raw):       Algiers --[starred_actors]--> Charles Boyer --[No Operation]--> Charles Boyer --[(INV) starred_actors]--> Mayerling
Neg LogProb(↓):   0.449837
Path Entropy(↓):  0.902429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie nightmare city
Start Entity:     Nightmare City
Gold Answer:      [['Italian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Nightmare City --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       Nightmare City --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.532935
Path Entropy(↓):  2.652487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of twelve o'clock high
Start Entity:     Twelve O'Clock High
Gold Answer:      [['MacArthur', 'The Snows of Kilimanjaro', 'David and Bathsheba', 'The Great Sinner', 'Spellbound', 'Illegal', 'The Purple Plain', "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', 'The Man in the Gray Flannel Suit', 'The Day the Earth Stood Still', "Mackenna's Gold", 'Days of Glory', 'The Guns of Navarone', 'The Scarlet and the Black', "Other People's Money", 'A Blueprint for Murder', 'Designing Woman', 'Arabesque', 'Captain Horatio Hornblower R.N.', 'The Yearling', 'Captain Newman, M.D.', 'Marooned', 'On the Beach', 'The Bravados', 'The Boys from Brazil', 'Old Gringo', 'The Paradine Case', 'Cape Fear', 'Night People', 'The Keys of the Kingdom', 'Amazing Grace and Chuck', 'Mirage', 'Pork Chop Hill', 'Come to the Stable', 'The Valley of Decision', 'World Without End', 'Behold a Pale Horse', 'I Walk the Line', 'The Sea Wolves', 'The Gunfighter', "Another Man's Poison", 'Duel in the Sun', 'The Big Country', 'To Kill a Mockingbird', 'The Omen', 'Moby Dick', 'Mister 880']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   Twelve O'Clock High --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Path (Raw):       Twelve O'Clock High --[No Operation]--> Twelve O'Clock High --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Neg LogProb(↓):   0.891022
Path Entropy(↓):  1.933790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of jury duty
Start Entity:     Jury Duty
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jury Duty --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Jury Duty --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.315750
Path Entropy(↓):  4.383416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about john cassavetes
Start Entity:     john cassavetes
Gold Answer:      [['Husbands', 'The Killing of a Chinese Bookie', 'Minnie and Moskowitz', 'Love Streams', 'Shadows', 'Faces', 'A Woman Under the Influence', 'Opening Night', 'Gloria', 'Too Late Blues', 'A Child Is Waiting']]
Predicted Ans:    Faces
Predicted Path:   john cassavetes --[(INV) has_tags]--> A Woman Under the Influence --[has_tags]--> john cassavetes --[(INV) has_tags]--> Faces
Path (Raw):       john cassavetes --[(INV) has_tags]--> A Woman Under the Influence --[has_tags]--> john cassavetes --[(INV) has_tags]--> Faces
Neg LogProb(↓):   0.881816
Path Entropy(↓):  1.606803
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie we are the best! released
Start Entity:     We Are the Best!
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   We Are the Best! --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       We Are the Best! --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.081792
Path Entropy(↓):  4.511870
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by edith maude hull
Start Entity:     Edith Maude Hull
Gold Answer:      [['Drama', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[has_genre]--> Drama
Path (Raw):       Edith Maude Hull --[No Operation]--> Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[has_genre]--> Drama
Neg LogProb(↓):   0.008566
Path Entropy(↓):  0.053294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film colorado territory were in which genres
Start Entity:     Colorado Territory
Gold Answer:      [['Drama', 'War', 'Music', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Colorado Territory --[written_by]--> John Twist --[(INV) written_by]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       Colorado Territory --[written_by]--> John Twist --[(INV) written_by]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   0.013772
Path Entropy(↓):  0.073827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did millen brand write
Start Entity:     Millen Brand
Gold Answer:      [['The Snake Pit']]
Predicted Ans:    The Snake Pit
Predicted Path:   Millen Brand --[(INV) written_by]--> The Snake Pit --[written_by]--> Mary Jane Ward --[(INV) written_by]--> The Snake Pit
Path (Raw):       Millen Brand --[(INV) written_by]--> The Snake Pit --[written_by]--> Mary Jane Ward --[(INV) written_by]--> The Snake Pit
Neg LogProb(↓):   0.000099
Path Entropy(↓):  0.001034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film route 666 were in which genres
Start Entity:     Route 666
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Route 666 --[directed_by]--> William Wesley --[(INV) directed_by]--> Scarecrows --[has_genre]--> Horror
Path (Raw):       Route 666 --[directed_by]--> William Wesley --[(INV) directed_by]--> Scarecrows --[has_genre]--> Horror
Neg LogProb(↓):   0.001170
Path Entropy(↓):  0.009585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Steven quale was the director of which films
Start Entity:     Steven Quale
Gold Answer:      [['Final Destination 5', 'Into the Storm']]
Predicted Ans:    Nothing Personal
Predicted Path:   Steven Quale --[(INV) directed_by]--> Into the Storm --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal
Path (Raw):       Steven Quale --[(INV) directed_by]--> Into the Storm --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal
Neg LogProb(↓):   0.852509
Path Entropy(↓):  1.381386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film the simpsons movie
Start Entity:     The Simpsons Movie
Gold Answer:      [['1990', '1992']]
Predicted Ans:    1990
Predicted Path:   The Simpsons Movie --[starred_actors]--> Julie Kavner --[(INV) starred_actors]--> Awakenings --[release_year]--> 1990
Path (Raw):       The Simpsons Movie --[starred_actors]--> Julie Kavner --[(INV) starred_actors]--> Awakenings --[release_year]--> 1990
Neg LogProb(↓):   0.088745
Path Entropy(↓):  0.430600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the living daylights
Start Entity:     The Living Daylights
Gold Answer:      [['Christopher Walken', 'Roger Moore']]
Predicted Ans:    Roger Moore
Predicted Path:   The Living Daylights --[written_by]--> Michael G. Wilson --[(INV) written_by]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Path (Raw):       The Living Daylights --[written_by]--> Michael G. Wilson --[(INV) written_by]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.674581
Path Entropy(↓):  0.692994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the prizefighter and the lady
Start Entity:     The Prizefighter and the Lady
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   The Prizefighter and the Lady --[release_year]--> 1933 --[(INV) release_year]--> Secrets --[release_year]--> 1933
Path (Raw):       The Prizefighter and the Lady --[release_year]--> 1933 --[(INV) release_year]--> Secrets --[release_year]--> 1933
Neg LogProb(↓):   2.421923
Path Entropy(↓):  3.623812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by miranda richardson were released in which years
Start Entity:     Miranda Richardson
Gold Answer:      [['2000', '1997', '2009', '1971', '1992', '2004', '1996', '1985', '1994', '1999', '2002', '1987', '2007']]
Predicted Ans:    1987
Predicted Path:   Miranda Richardson --[(INV) starred_actors]--> Empire of the Sun --[release_year]--> 1987
Path (Raw):       Miranda Richardson --[No Operation]--> Miranda Richardson --[(INV) starred_actors]--> Empire of the Sun --[release_year]--> 1987
Neg LogProb(↓):   0.485627
Path Entropy(↓):  1.077153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by dan stevens
Start Entity:     Dan Stevens
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Dan Stevens --[(INV) starred_actors]--> Summer in February --[has_genre]--> Drama
Path (Raw):       Dan Stevens --[No Operation]--> Dan Stevens --[(INV) starred_actors]--> Summer in February --[has_genre]--> Drama
Neg LogProb(↓):   0.002063
Path Entropy(↓):  0.015133
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of death wish ii
Start Entity:     Death Wish II
Gold Answer:      [['John Gielgud', 'Sarah Miles', 'Oliver Reed', 'Sophia Loren', 'John Carradine', 'Chris Sarandon', 'Lee J. Cobb', 'Robert Mitchum', 'Peter Ustinov', 'Michael Douglas', 'Kiefer Sutherland', 'Eva Longoria', 'Lauren Bacall', 'Jack Palance', 'Alain Delon', 'Robert Ryan', 'Paul Scofield', 'Robert Duvall', 'Cristina Raines', 'Burt Lancaster', 'Carrie Fisher', 'O.J. Simpson', 'Jason Statham', 'Charles Bronson', 'Eli Wallach', 'Candy Clark', 'Ed Lauter', 'James Coburn', 'Humphrey Bogart', 'Orson Welles']]
Predicted Ans:    Lauren Bacall
Predicted Path:   Death Wish II --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Path (Raw):       Death Wish II --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Neg LogProb(↓):   0.010685
Path Entropy(↓):  0.078890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of sleeping dogs lie
Start Entity:     Sleeping Dogs Lie
Gold Answer:      [['God Bless America', 'Shakes the Clown', 'Willow Creek', "World's Greatest Dad"]]
Predicted Ans:    Sleeping Dogs Lie
Predicted Path:   Sleeping Dogs Lie --[directed_by]--> Bobcat Goldthwait --[(INV) directed_by]--> Sleeping Dogs Lie
Path (Raw):       Sleeping Dogs Lie --[No Operation]--> Sleeping Dogs Lie --[directed_by]--> Bobcat Goldthwait --[(INV) directed_by]--> Sleeping Dogs Lie
Neg LogProb(↓):   0.250145
Path Entropy(↓):  0.726364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who appeared in the same movie with brendan sexton iii
Start Entity:     Brendan Sexton III
Gold Answer:      [['Casey Affleck', 'Christina Ricci', 'Hilary Swank', 'Keith Carradine', 'Peter Sarsgaard', 'Kate Hudson', 'Chloë Sevigny', 'Thora Birch']]
Predicted Ans:    Keith Carradine
Predicted Path:   Brendan Sexton III --[(INV) starred_actors]--> Winter of Frozen Dreams --[starred_actors]--> Keith Carradine
Path (Raw):       Brendan Sexton III --[No Operation]--> Brendan Sexton III --[(INV) starred_actors]--> Winter of Frozen Dreams --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.116265
Path Entropy(↓):  0.457541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie time bandits were in which languages
Start Entity:     Time Bandits
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Time Bandits --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Jabberwocky --[in_language]--> English
Path (Raw):       Time Bandits --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Jabberwocky --[in_language]--> English
Neg LogProb(↓):   0.000452
Path Entropy(↓):  0.004391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie only two can play
Start Entity:     Only Two Can Play
Gold Answer:      [['Sidney Gilliat', 'Christianna Brand']]
Predicted Ans:    Sidney Gilliat
Predicted Path:   Only Two Can Play --[directed_by]--> Sidney Gilliat --[(INV) directed_by]--> Green for Danger --[written_by]--> Sidney Gilliat
Path (Raw):       Only Two Can Play --[directed_by]--> Sidney Gilliat --[(INV) directed_by]--> Green for Danger --[written_by]--> Sidney Gilliat
Neg LogProb(↓):   0.018274
Path Entropy(↓):  0.113494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did yukiko kobayashi star in
Start Entity:     Yukiko Kobayashi
Gold Answer:      [['Destroy All Monsters']]
Predicted Ans:    Son of Godzilla
Predicted Path:   Yukiko Kobayashi --[(INV) starred_actors]--> Destroy All Monsters --[starred_actors]--> Akira Kubo --[(INV) starred_actors]--> Son of Godzilla
Path (Raw):       Yukiko Kobayashi --[(INV) starred_actors]--> Destroy All Monsters --[starred_actors]--> Akira Kubo --[(INV) starred_actors]--> Son of Godzilla
Neg LogProb(↓):   0.025157
Path Entropy(↓):  0.125306
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie now or never
Start Entity:     Now or Never
Gold Answer:      [['1934', '1990', '1923', '1922', '1938', '1921', '1920', '1928', '1925', '2006', '1947', '1932', '1926', '1927', '1969', '1924', '1936', '1930']]
Predicted Ans:    1936
Predicted Path:   Now or Never --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[release_year]--> 1936
Path (Raw):       Now or Never --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[release_year]--> 1936
Neg LogProb(↓):   0.366621
Path Entropy(↓):  1.010771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed paid in full
Start Entity:     Paid in Full
Gold Answer:      [['Orlando Jones', 'Leonard Roberts', 'Zoe Saldana', 'Nick Cannon']]
Predicted Ans:    Zoe Saldana
Predicted Path:   Paid in Full --[directed_by]--> Charles Stone III --[(INV) directed_by]--> Drumline --[starred_actors]--> Zoe Saldana
Path (Raw):       Paid in Full --[directed_by]--> Charles Stone III --[(INV) directed_by]--> Drumline --[starred_actors]--> Zoe Saldana
Neg LogProb(↓):   0.339277
Path Entropy(↓):  0.688282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with festival in cannes were released in which years
Start Entity:     Festival in Cannes
Gold Answer:      [['1995', '1997', '2009', '1971', '1985']]
Predicted Ans:    1971
Predicted Path:   Festival in Cannes --[written_by]--> Henry Jaglom --[(INV) written_by]--> A Safe Place --[release_year]--> 1971
Path (Raw):       Festival in Cannes --[written_by]--> Henry Jaglom --[(INV) written_by]--> A Safe Place --[release_year]--> 1971
Neg LogProb(↓):   0.262621
Path Entropy(↓):  0.800600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the captain eo director release
Start Entity:     Captain EO
Gold Answer:      [['1979', '1974', '1984', '2007', '1968', '1963', '2009', '1956', '1983', '1972', '1989', '1996', '2011', '2000', '1997', '1966', '2005', '1969', '1987', '1986']]
Predicted Ans:    1983
Predicted Path:   Captain EO --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> Rumble Fish --[release_year]--> 1983
Path (Raw):       Captain EO --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> Rumble Fish --[release_year]--> 1983
Neg LogProb(↓):   1.574494
Path Entropy(↓):  2.535175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie reindeer games were in which genres
Start Entity:     Reindeer Games
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Reindeer Games --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[has_genre]--> Drama
Path (Raw):       Reindeer Games --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[has_genre]--> Drama
Neg LogProb(↓):   0.258820
Path Entropy(↓):  0.992530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dalton trumbo written movies
Start Entity:     Dalton Trumbo
Gold Answer:      [['1962', '1971', '1944', '1950', '1960', '1951', '1959', '1973', '1953', '1981', '1961', '1941', '1958', '1943']]
Predicted Ans:    1971
Predicted Path:   Dalton Trumbo --[(INV) written_by]--> Johnny Got His Gun --[release_year]--> 1971
Path (Raw):       Dalton Trumbo --[No Operation]--> Dalton Trumbo --[(INV) written_by]--> Johnny Got His Gun --[release_year]--> 1971
Neg LogProb(↓):   1.380644
Path Entropy(↓):  2.278333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by roy horniman
Start Entity:     Roy Horniman
Gold Answer:      [['Robert Hamer']]
Predicted Ans:    Robert Hamer
Predicted Path:   Roy Horniman --[(INV) written_by]--> Kind Hearts and Coronets --[directed_by]--> Robert Hamer
Path (Raw):       Roy Horniman --[No Operation]--> Roy Horniman --[(INV) written_by]--> Kind Hearts and Coronets --[directed_by]--> Robert Hamer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in love and pain and the whole damn thing
Start Entity:     Love and Pain and the Whole Damn Thing
Gold Answer:      [['Timothy Bottoms', 'Maggie Smith']]
Predicted Ans:    Maggie Smith
Predicted Path:   Love and Pain and the Whole Damn Thing --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> From Time to Time --[starred_actors]--> Maggie Smith
Path (Raw):       Love and Pain and the Whole Damn Thing --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> From Time to Time --[starred_actors]--> Maggie Smith
Neg LogProb(↓):   0.313609
Path Entropy(↓):  1.034616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was tulsa released
Start Entity:     Tulsa
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Tulsa --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       Tulsa --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.145275
Path Entropy(↓):  3.326231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by leaves of grass actors
Start Entity:     Leaves of Grass
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Leaves of Grass --[starred_actors]--> Edward Norton --[(INV) starred_actors]--> The Illusionist --[in_language]--> French
Path (Raw):       Leaves of Grass --[starred_actors]--> Edward Norton --[(INV) starred_actors]--> The Illusionist --[in_language]--> French
Neg LogProb(↓):   0.000930
Path Entropy(↓):  0.007699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by mark lee starred who
Start Entity:     Mark Lee
Gold Answer:      [['Pat Morita', 'Hilary Swank']]
Predicted Ans:    Hilary Swank
Predicted Path:   Mark Lee --[(INV) written_by]--> The Next Karate Kid --[starred_actors]--> Hilary Swank
Path (Raw):       Mark Lee --[No Operation]--> Mark Lee --[(INV) written_by]--> The Next Karate Kid --[starred_actors]--> Hilary Swank
Neg LogProb(↓):   0.005622
Path Entropy(↓):  0.038529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by daniel grou
Start Entity:     Daniel Grou
Gold Answer:      [['Claude Legault']]
Predicted Ans:    Claude Legault
Predicted Path:   Daniel Grou --[(INV) directed_by]--> 7 Days --[starred_actors]--> Claude Legault
Path (Raw):       Daniel Grou --[No Operation]--> Daniel Grou --[(INV) directed_by]--> 7 Days --[starred_actors]--> Claude Legault
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did edward riche write the story for
Start Entity:     Edward Riche
Gold Answer:      [['Rare Birds']]
Predicted Ans:    Rare Birds
Predicted Path:   Edward Riche --[(INV) written_by]--> Rare Birds --[written_by]--> Edward Riche --[(INV) written_by]--> Rare Birds
Path (Raw):       Edward Riche --[(INV) written_by]--> Rare Birds --[written_by]--> Edward Riche --[(INV) written_by]--> Rare Birds
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in isabelle carre starred movies
Start Entity:     Isabelle Carré
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Isabelle Carré --[(INV) starred_actors]--> Romantics Anonymous --[in_language]--> French
Path (Raw):       Isabelle Carré --[No Operation]--> Isabelle Carré --[(INV) starred_actors]--> Romantics Anonymous --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of icon also wrote which films
Start Entity:     Icon
Gold Answer:      [['The Odessa File', 'Avenger', 'The Dogs of War', 'The Day of the Jackal', 'The Fourth Protocol']]
Predicted Ans:    The Dogs of War
Predicted Path:   Icon --[written_by]--> Frederick Forsyth --[(INV) written_by]--> The Dogs of War
Path (Raw):       Icon --[written_by]--> Frederick Forsyth --[(INV) written_by]--> The Dogs of War --[No Operation]--> The Dogs of War
Neg LogProb(↓):   0.566711
Path Entropy(↓):  0.864204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by casper christensen
Start Entity:     Casper Christensen
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Casper Christensen --[(INV) starred_actors]--> Klown --[in_language]--> Danish
Path (Raw):       Casper Christensen --[No Operation]--> Casper Christensen --[(INV) starred_actors]--> Klown --[in_language]--> Danish
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by simon says actors
Start Entity:     Simon Says
Gold Answer:      [['Trent Harris', 'Joseph Anthony', 'Michael Crichton', 'Menahem Golan', 'Aki Kaurismäki', 'James Russo', 'Jonathan Parker', 'Jim Jarmusch', 'Shane Acker', 'Pamela Pettler', 'Todd Kessler', 'Ron Carlson', 'David Zabel', 'Robert Zemeckis', 'Bob Gale', 'S.K. Lauren', 'Neal Jimenez', 'David Grovic', 'Paul Conway', 'Fyodor Dostoevsky', 'Herman Melville']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Simon Says --[starred_actors]--> Crispin Glover --[(INV) starred_actors]--> Back to the Future --[written_by]--> Robert Zemeckis
Path (Raw):       Simon Says --[starred_actors]--> Crispin Glover --[(INV) starred_actors]--> Back to the Future --[written_by]--> Robert Zemeckis
Neg LogProb(↓):   0.670975
Path Entropy(↓):  0.925826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with black nativity were released in which years
Start Entity:     Black Nativity
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Black Nativity --[written_by]--> Kasi Lemmons --[(INV) written_by]--> Eve's Bayou --[release_year]--> 1997
Path (Raw):       Black Nativity --[written_by]--> Kasi Lemmons --[(INV) written_by]--> Eve's Bayou --[release_year]--> 1997
Neg LogProb(↓):   0.186635
Path Entropy(↓):  0.470016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of jar city
Start Entity:     Jar City
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Jar City --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Path (Raw):       Jar City --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by jordan katz
Start Entity:     Jordan Katz
Gold Answer:      [['Jason Patric']]
Predicted Ans:    Jason Patric
Predicted Path:   Jordan Katz --[(INV) written_by]--> Incognito --[starred_actors]--> Jason Patric
Path (Raw):       Jordan Katz --[No Operation]--> Jordan Katz --[(INV) written_by]--> Incognito --[starred_actors]--> Jason Patric
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with miracles
Start Entity:     Miracles
Gold Answer:      [['Gang Related', 'National Treasure', 'Secret Admirer', 'The Hidden', 'Operation Dumbo Drop', 'Disorganized Crime', 'Stakeout']]
Predicted Ans:    Stakeout
Predicted Path:   Miracles --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout
Path (Raw):       Miracles --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout --[No Operation]--> Stakeout
Neg LogProb(↓):   0.288670
Path Entropy(↓):  0.731231
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in 12 dates of christmas
Start Entity:     12 Dates of Christmas
Gold Answer:      [['Amy Smart']]
Predicted Ans:    Jason Statham
Predicted Path:   12 Dates of Christmas --[starred_actors]--> Amy Smart --[(INV) starred_actors]--> Crank --[starred_actors]--> Jason Statham
Path (Raw):       12 Dates of Christmas --[starred_actors]--> Amy Smart --[(INV) starred_actors]--> Crank --[starred_actors]--> Jason Statham
Neg LogProb(↓):   0.018538
Path Entropy(↓):  0.114347
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the dead
Start Entity:     The Dead
Gold Answer:      [['Horror']]
Predicted Ans:    Drama
Predicted Path:   The Dead --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Dead --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.627119
Path Entropy(↓):  4.982227
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the vampire lovers
Start Entity:     The Vampire Lovers
Gold Answer:      [['Sheridan Le Fanu']]
Predicted Ans:    Sheridan Le Fanu
Predicted Path:   The Vampire Lovers --[written_by]--> Sheridan Le Fanu --[(INV) written_by]--> The Vampire Lovers --[written_by]--> Sheridan Le Fanu
Path (Raw):       The Vampire Lovers --[written_by]--> Sheridan Le Fanu --[(INV) written_by]--> The Vampire Lovers --[written_by]--> Sheridan Le Fanu
Neg LogProb(↓):   0.002020
Path Entropy(↓):  0.014866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer jonathan tulloch
Start Entity:     Jonathan Tulloch
Gold Answer:      [['Roy Hudd', 'Greg McLane', 'Chris Beattie', 'Charlie Hardwick']]
Predicted Ans:    Charlie Hardwick
Predicted Path:   Jonathan Tulloch --[(INV) written_by]--> Purely Belter --[starred_actors]--> Charlie Hardwick
Path (Raw):       Jonathan Tulloch --[No Operation]--> Jonathan Tulloch --[(INV) written_by]--> Purely Belter --[starred_actors]--> Charlie Hardwick
Neg LogProb(↓):   0.249899
Path Entropy(↓):  0.685396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The last of the high kings, when was it released
Start Entity:     The Last of the High Kings
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   The Last of the High Kings --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       The Last of the High Kings --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.963644
Path Entropy(↓):  4.531808
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by amma asante
Start Entity:     Amma Asante
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Amma Asante --[(INV) directed_by]--> Belle --[has_genre]--> Drama
Path (Raw):       Amma Asante --[No Operation]--> Amma Asante --[(INV) directed_by]--> Belle --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by timo vuorensola
Start Entity:     Timo Vuorensola
Gold Answer:      [['Michael Kalesniko', 'Johanna Sinisalo']]
Predicted Ans:    Timo Vuorensola
Predicted Path:   Timo Vuorensola --[(INV) directed_by]--> Iron Sky --[written_by]--> Timo Vuorensola
Path (Raw):       Timo Vuorensola --[No Operation]--> Timo Vuorensola --[(INV) directed_by]--> Iron Sky --[written_by]--> Timo Vuorensola
Neg LogProb(↓):   0.038077
Path Entropy(↓):  0.171264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in the opportunists also appears in which films
Start Entity:     The Opportunists
Gold Answer:      [['The Prophecy II', 'The Prophecy', 'Homeboy', 'A View to a Kill', 'Nick of Time', 'Stand Up Guys', 'Excess Baggage', 'Click', 'Balls of Fury', 'The Dead Zone', 'The Comfort of Strangers', 'King of New York', 'Communion', 'Sarah, Plain and Tall', 'At Close Range', 'Batman Returns', 'The Addiction', 'New Rose Hotel', 'Last Man Standing', 'Man on Fire', 'The Deer Hunter', 'The Funeral', 'Suicide Kings', 'Catch Me If You Can', 'The Dogs of War', "Heaven's Gate", 'Man of the Year', 'Kangaroo Jack', 'Wedding Crashers', 'Brainstorm', 'Biloxi Blues', 'The Maiden Heist', 'Blast from the Past', 'Kill the Irishman']]
Predicted Ans:    Heaven's Gate
Predicted Path:   The Opportunists --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> Heaven's Gate
Path (Raw):       The Opportunists --[starred_actors]--> Christopher Walken --[No Operation]--> Christopher Walken --[(INV) starred_actors]--> Heaven's Gate
Neg LogProb(↓):   0.727783
Path Entropy(↓):  1.773956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of how i won the war also starred in which movies
Start Entity:     How I Won the War
Gold Answer:      [['Help!', 'The U.S. vs. John Lennon', 'LennoNYC', 'Condorman', "A Hard Day's Night", 'A Funny Thing Happened on the Way to the Forum', 'Hello, Dolly!']]
Predicted Ans:    The U.S. vs. John Lennon
Predicted Path:   How I Won the War --[starred_actors]--> John Lennon --[(INV) starred_actors]--> The U.S. vs. John Lennon
Path (Raw):       How I Won the War --[starred_actors]--> John Lennon --[No Operation]--> John Lennon --[(INV) starred_actors]--> The U.S. vs. John Lennon
Neg LogProb(↓):   0.948986
Path Entropy(↓):  1.232047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of nicholas monsarrat written movies
Start Entity:     Nicholas Monsarrat
Gold Answer:      [['David Miller', 'Charles Frend']]
Predicted Ans:    Charles Frend
Predicted Path:   Nicholas Monsarrat --[(INV) written_by]--> The Cruel Sea --[directed_by]--> Charles Frend
Path (Raw):       Nicholas Monsarrat --[No Operation]--> Nicholas Monsarrat --[(INV) written_by]--> The Cruel Sea --[directed_by]--> Charles Frend
Neg LogProb(↓):   0.022980
Path Entropy(↓):  0.108437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film spirits of the dead
Start Entity:     Spirits of the Dead
Gold Answer:      [['Don Mankiewicz', 'Waldo Salt', 'Derek Jarman', 'Aída Bortnik', 'Luis Puenzo', 'Erick Zonca', 'Stanley Mann', 'Mario Puzo', 'Patricia Highsmith', 'Stéphane Robelin', 'Tom Ackermann', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'Horace McCoy', 'Everett De Roche', 'John Fowles', 'Neil Simon', 'René Clément', 'Roger Vadim', 'Anya Kochoff', 'Ernest Thompson', 'Nancy Dowd', 'Roy Chanslor', 'Giuseppe Tomasi di Lampedusa', 'Michel Boisrond', 'Kelley Roos', 'Thomas C. Ryan', 'Bert Gilden', 'Irving Wallace', 'Carlos Fuentes', 'John Pielmeier', 'Luchino Visconti', 'Stephan Elliott', 'Jacques Deray', 'Robert C. Jones', 'Nicholas Stoller', 'John Kohn', 'John Fante', 'Nicholas Phipps', 'Richard Gordon', 'Alberto Moravia', 'Robert E. Thompson', 'Mike Gray', 'Pier Paolo Pasolini', 'Julius J. Epstein', 'Louis Malle', 'Lillian Hellman', 'Yvan Attal', 'Patrick Melton', 'Marcus Dunstan', 'Lem Dobbs', 'Frank Pierson', "Louis L'Amour", 'Michelangelo Antonioni', 'Wyatt Cooper', 'Grant Stuart', 'David Berenbaum', 'Judd Apatow', 'Alvin Sargent', 'Thomas Hardy', 'Walter Newman', 'Gene Allen', 'Muriel Resnik', 'Nelson Algren', 'Lee David Zlotoff', 'Horton Foote', 'James Poe', 'Jack Davies', 'James Bridges']]
Predicted Ans:    Louis Malle
Predicted Path:   Spirits of the Dead --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Path (Raw):       Spirits of the Dead --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Neg LogProb(↓):   0.220486
Path Entropy(↓):  0.843412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the niagara director
Start Entity:     Niagara
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Niagara --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Raid on Rommel --[in_language]--> German
Path (Raw):       Niagara --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Raid on Rommel --[in_language]--> German
Neg LogProb(↓):   0.000127
Path Entropy(↓):  0.001438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was stratosphere girl written by
Start Entity:     Stratosphere Girl
Gold Answer:      [['Matthias X. Oberg']]
Predicted Ans:    Matthias X. Oberg
Predicted Path:   Stratosphere Girl --[written_by]--> Matthias X. Oberg --[(INV) written_by]--> Stratosphere Girl --[written_by]--> Matthias X. Oberg
Path (Raw):       Stratosphere Girl --[written_by]--> Matthias X. Oberg --[(INV) written_by]--> Stratosphere Girl --[written_by]--> Matthias X. Oberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by ian abrams
Start Entity:     Ian Abrams
Gold Answer:      [['Dennis Quaid', 'Kathleen Turner']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Ian Abrams --[(INV) written_by]--> Undercover Blues --[starred_actors]--> Dennis Quaid
Path (Raw):       Ian Abrams --[No Operation]--> Ian Abrams --[(INV) written_by]--> Undercover Blues --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.000100
Path Entropy(↓):  0.001020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film gangs of new york
Start Entity:     Gangs of New York
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   Gangs of New York --[in_language]--> Irish --[(INV) in_language]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Gangs of New York --[in_language]--> Irish --[(INV) in_language]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.654789
Path Entropy(↓):  0.700303
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote computer chess
Start Entity:     Computer Chess
Gold Answer:      [['Andrew Bujalski']]
Predicted Ans:    Andrew Bujalski
Predicted Path:   Computer Chess --[written_by]--> Andrew Bujalski --[(INV) written_by]--> Computer Chess --[written_by]--> Andrew Bujalski
Path (Raw):       Computer Chess --[written_by]--> Andrew Bujalski --[(INV) written_by]--> Computer Chess --[written_by]--> Andrew Bujalski
Neg LogProb(↓):   0.000415
Path Entropy(↓):  0.003941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of hanussen were directed by who
Start Entity:     Hanussen
Gold Answer:      [['Danny Boyle', 'István Szabó']]
Predicted Ans:    István Szabó
Predicted Path:   Hanussen --[written_by]--> István Szabó --[(INV) written_by]--> Mephisto --[directed_by]--> István Szabó
Path (Raw):       Hanussen --[written_by]--> István Szabó --[(INV) written_by]--> Mephisto --[directed_by]--> István Szabó
Neg LogProb(↓):   0.011237
Path Entropy(↓):  0.073218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a woman's face
Start Entity:     A Woman's Face
Gold Answer:      [['Donald Ogden Stewart', 'Francis de Croisset']]
Predicted Ans:    Donald Ogden Stewart
Predicted Path:   A Woman's Face --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[written_by]--> Donald Ogden Stewart
Path (Raw):       A Woman's Face --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[written_by]--> Donald Ogden Stewart
Neg LogProb(↓):   0.879044
Path Entropy(↓):  1.315364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a woman's face
Start Entity:     A Woman's Face
Gold Answer:      [['Francis de Croisset']]
Predicted Ans:    Donald Ogden Stewart
Predicted Path:   A Woman's Face --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[written_by]--> Donald Ogden Stewart
Path (Raw):       A Woman's Face --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[written_by]--> Donald Ogden Stewart
Neg LogProb(↓):   0.879044
Path Entropy(↓):  1.315364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by kyle paul
Start Entity:     Kyle Paul
Gold Answer:      [['1953', '2010']]
Predicted Ans:    2010
Predicted Path:   Kyle Paul --[(INV) starred_actors]--> The Maze --[release_year]--> 2010
Path (Raw):       Kyle Paul --[No Operation]--> Kyle Paul --[(INV) starred_actors]--> The Maze --[release_year]--> 2010
Neg LogProb(↓):   0.660838
Path Entropy(↓):  0.692608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in don't bother to knock
Start Entity:     Don't Bother to Knock
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Don't Bother to Knock --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Judgment at Nuremberg --[has_genre]--> Drama
Path (Raw):       Don't Bother to Knock --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Judgment at Nuremberg --[has_genre]--> Drama
Neg LogProb(↓):   0.408188
Path Entropy(↓):  1.168610
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of sinister starred who
Start Entity:     Sinister
Gold Answer:      [['Eric Bana', 'Tom Wilkinson', 'Édgar Ramírez', 'Laura Linney', 'Olivia Munn']]
Predicted Ans:    Eric Bana
Predicted Path:   Sinister --[written_by]--> Scott Derrickson --[(INV) written_by]--> Deliver Us from Evil --[starred_actors]--> Eric Bana
Path (Raw):       Sinister --[written_by]--> Scott Derrickson --[(INV) written_by]--> Deliver Us from Evil --[starred_actors]--> Eric Bana
Neg LogProb(↓):   0.069142
Path Entropy(↓):  0.267284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by tero molin
Start Entity:     Tero Molin
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Tero Molin --[(INV) written_by]--> Skeleton Crew --[has_genre]--> Horror
Path (Raw):       Tero Molin --[No Operation]--> Tero Molin --[(INV) written_by]--> Skeleton Crew --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did carol kane star in
Start Entity:     Carol Kane
Gold Answer:      [["My Girlfriend's Boyfriend", 'Valentino', "The World's Greatest Lover", 'Transylvania 6-5000', 'When a Stranger Calls', 'Flashback', 'Hester Street', 'Office Killer', 'License to Drive']]
Predicted Ans:    Desert Saints
Predicted Path:   Carol Kane --[(INV) starred_actors]--> Flashback --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints
Path (Raw):       Carol Kane --[(INV) starred_actors]--> Flashback --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints
Neg LogProb(↓):   0.798264
Path Entropy(↓):  1.598077
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of the best man holiday
Start Entity:     The Best Man Holiday
Gold Answer:      [['Franklin J. Schaffner', 'Malcolm D. Lee', 'Pupi Avati']]
Predicted Ans:    Franklin J. Schaffner
Predicted Path:   The Best Man Holiday --[written_by]--> Malcolm D. Lee --[(INV) written_by]--> The Best Man --[directed_by]--> Franklin J. Schaffner
Path (Raw):       The Best Man Holiday --[written_by]--> Malcolm D. Lee --[(INV) written_by]--> The Best Man --[directed_by]--> Franklin J. Schaffner
Neg LogProb(↓):   0.103950
Path Entropy(↓):  0.373788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the expendables was
Start Entity:     The Expendables
Gold Answer:      [['Sylvester Stallone']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   The Expendables --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[directed_by]--> Sylvester Stallone
Path (Raw):       The Expendables --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[directed_by]--> Sylvester Stallone
Neg LogProb(↓):   0.004555
Path Entropy(↓):  0.031576
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is guarding tess
Start Entity:     Guarding Tess
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Guarding Tess --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Guarding Tess --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.169732
Path Entropy(↓):  4.378486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the lives of a bengal lancer
Start Entity:     The Lives of a Bengal Lancer
Gold Answer:      [['Musical', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   The Lives of a Bengal Lancer --[written_by]--> Waldemar Young --[(INV) written_by]--> Love Me Tonight --[has_genre]--> Comedy
Path (Raw):       The Lives of a Bengal Lancer --[written_by]--> Waldemar Young --[(INV) written_by]--> Love Me Tonight --[has_genre]--> Comedy
Neg LogProb(↓):   1.240297
Path Entropy(↓):  1.556033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of dreamcatcher starred who
Start Entity:     Dreamcatcher
Gold Answer:      [['Denise Crosby', 'Marcia Gay Harden', 'David Keith', 'Tom Savini', 'Clint Eastwood', 'Harrison Ford', 'Julianne Moore', 'Anthony Hopkins', 'Nanette Newman', 'John Cusack', 'James Caan', 'Diane Keaton', 'Shelley Duvall', 'Fritz Weaver', 'Danny Lloyd', 'Herbert Lom', 'Joe Mantegna', 'Sissy Spacek', 'Jackie Gleason', 'Pat Hingle', 'Michael Constantine', 'Lucinda Jenney', 'Michael Douglas', 'Karen Allen', 'Paul Freeman', 'Ronald Lacey', 'Nicole Kidman', 'Michael Clarke Duncan', 'Christopher Walken', 'Lauren Bacall', 'Richard Crenna', 'Roy Scheider', 'Gene Hackman', 'Laura Linney', 'Peter Masterson', 'Julie Entwisle', 'Laura Harrington', 'Paula Prentiss', 'Alfre Woodard', 'William Devane', 'John Turturro', 'Morgan Freeman', 'Tim Robbins', 'William Katt', 'Dale Midkiff', 'Katharine Ross', 'Steve McQueen', 'Jeff Fahey', 'Danny Glover', 'David Morse', 'Jeff Goldblum', 'Eileen Heckart', 'Geraldine Chaplin', 'Brooke Adams', 'Jack Nicholson', 'Loren Dean', 'Emmanuelle Vaugier', 'Wes Bentley', 'Alan King', 'Fred Gwynne', 'Piper Laurie', 'James Woods', 'Corey Haim', 'Dennis Quaid', 'Penelope Ann Miller', 'Bonnie Bedelia', 'Bonnie Hunt', 'Robert Englund', 'Amy Madigan', 'Adrienne Barbeau', 'Pierce Brosnan', 'Ted Levine', 'William Hurt', 'Ted Danson', 'Hope Davis', 'Kathy Bates', 'Robert John Burke', 'Lee Remick', 'Gary Busey', 'Hal Holbrook', 'Kevin Kline', 'Graham Greene', 'Frances Sternhagen', 'Richard Farnsworth', 'Tom Hanks', 'Timothy Hutton', 'Jim Brown', 'Max von Sydow', 'Louis Jourdan', 'Emilio Estevez', 'Michael Angarano', 'Michael McKean', 'Megan Follows', 'Tom Skerritt', 'Andre Braugher', 'Chevy Chase', 'Matthew Broderick', 'Christian Slater', 'Burgess Meredith', 'Daryl Hannah', 'Jennifer Jones', 'Ian McKellen', 'Everett McGill', 'Linda Hamilton', 'Laurence Olivier', 'Kevin Costner', 'Jason Lee', 'John Stockwell', 'Bette Midler', 'Whitney Houston', 'Drew Barrymore', 'Miguel Ferrer', 'Keith Gordon', 'Mel Gibson', 'Thomas Jane', 'Leslie Nielsen', 'Scott Glenn', 'Arnold Schwarzenegger', 'Dustin Hoffman', 'Blair Brown', 'Chloë Grace Moretz', 'Jennifer Jason Leigh', 'Laurie Holden', 'Glenn Close', 'Scatman Crothers', 'Brad Renfro', 'Robert Redford', 'Tuesday Weld', 'Tim Daly', 'Amy Irving', 'James Garner', 'Kathleen Turner', 'Sam Neill', 'Tom Berenger', 'Rod Steiger', 'Johnny Depp', 'Paul Newman', 'Val Kilmer', 'John Belushi', 'Jason Statham', 'Ron Leibman', 'Paul Sand', 'Geena Davis', 'George Segal', 'Ed Harris', 'Alexandra Paul', 'Jodie Foster', 'Peter Horton', 'Michael Rooker']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Dreamcatcher --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Path (Raw):       Dreamcatcher --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.689306
Path Entropy(↓):  1.735774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the la haine director
Start Entity:     La Haine
Gold Answer:      [['Pierre Geller', 'Mathieu Kassovitz', 'Sebastian Gutierrez', 'Benoît Jaubert']]
Predicted Ans:    Sebastian Gutierrez
Predicted Path:   La Haine --[directed_by]--> Mathieu Kassovitz --[(INV) directed_by]--> Gothika --[written_by]--> Sebastian Gutierrez
Path (Raw):       La Haine --[directed_by]--> Mathieu Kassovitz --[(INV) directed_by]--> Gothika --[written_by]--> Sebastian Gutierrez
Neg LogProb(↓):   0.677948
Path Entropy(↓):  1.009745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by masahiko kikuni
Start Entity:     Masahiko Kikuni
Gold Answer:      [['Akihiko Shiota']]
Predicted Ans:    Akihiko Shiota
Predicted Path:   Masahiko Kikuni --[(INV) written_by]--> Moonlight Whispers --[directed_by]--> Akihiko Shiota
Path (Raw):       Masahiko Kikuni --[No Operation]--> Masahiko Kikuni --[(INV) written_by]--> Moonlight Whispers --[directed_by]--> Akihiko Shiota
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by alison routledge
Start Entity:     Alison Routledge
Gold Answer:      [['Geoff Murphy']]
Predicted Ans:    Geoff Murphy
Predicted Path:   Alison Routledge --[(INV) starred_actors]--> The Quiet Earth --[directed_by]--> Geoff Murphy
Path (Raw):       Alison Routledge --[No Operation]--> Alison Routledge --[(INV) starred_actors]--> The Quiet Earth --[directed_by]--> Geoff Murphy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie one eight seven were in which languages
Start Entity:     One Eight Seven
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   One Eight Seven --[directed_by]--> Kevin Reynolds --[(INV) directed_by]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       One Eight Seven --[directed_by]--> Kevin Reynolds --[(INV) directed_by]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.000113
Path Entropy(↓):  0.001259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by selma blair
Start Entity:     Selma Blair
Gold Answer:      [['George Gallo', 'Edward Burns', 'Stephen Frears', 'John Waters', 'Chris Koch', 'John Carpenter', 'Kris Isacsson', 'Steven Schachter', 'Robert Luketic', 'Dana Lustig', 'Rupert Wainwright', 'Harvey Kahn', 'Jeremy Power Regimbal']]
Predicted Ans:    Harvey Kahn
Predicted Path:   Selma Blair --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Path (Raw):       Selma Blair --[No Operation]--> Selma Blair --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Neg LogProb(↓):   0.689782
Path Entropy(↓):  1.673452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of it happens every spring
Start Entity:     It Happens Every Spring
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   It Happens Every Spring --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Drama
Path (Raw):       It Happens Every Spring --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Drama
Neg LogProb(↓):   1.034031
Path Entropy(↓):  1.835393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of kiss and tell
Start Entity:     Kiss and Tell
Gold Answer:      [['Charles Vidor', 'Walter Lang', 'Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   Kiss and Tell --[written_by]--> F. Hugh Herbert --[(INV) written_by]--> The Moon Is Blue --[directed_by]--> Otto Preminger
Path (Raw):       Kiss and Tell --[written_by]--> F. Hugh Herbert --[(INV) written_by]--> The Moon Is Blue --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.249094
Path Entropy(↓):  0.583782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in colombiana
Start Entity:     Colombiana
Gold Answer:      [['Lennie James', 'Zoe Saldana', 'Jordi Mollà']]
Predicted Ans:    Lennie James
Predicted Path:   Colombiana --[starred_actors]--> Lennie James --[(INV) starred_actors]--> Colombiana --[starred_actors]--> Lennie James
Path (Raw):       Colombiana --[starred_actors]--> Lennie James --[(INV) starred_actors]--> Colombiana --[starred_actors]--> Lennie James
Neg LogProb(↓):   0.961082
Path Entropy(↓):  1.446281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by winston graham in
Start Entity:     Winston Graham
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Winston Graham --[(INV) written_by]--> Marnie --[in_language]--> English
Path (Raw):       Winston Graham --[No Operation]--> Winston Graham --[(INV) written_by]--> Marnie --[in_language]--> English
Neg LogProb(↓):   0.000317
Path Entropy(↓):  0.002867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film quality street
Start Entity:     Quality Street
Gold Answer:      [['Edith Hamilton', 'Delmer Daves', 'Dudley Nichols', 'Hagar Wilde', 'Myles Connolly', 'James Goldman', 'Dorothy Parker', 'Robert Towne', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'Euripides', 'Carey Wilson', 'Leigh Janiak', 'Roy Huggins', 'William Rose', 'Aline Brosh McKenna', 'Donald Ogden Stewart', 'Ferenc Molnár', 'Thelma Strabel', 'Louisa May Alcott', 'Sarah Y. Mason', 'Martha Hyer', 'John Lee Mahin', 'Jane Murfin', 'Conrad Richter', 'Waldemar Young', 'Warren Beatty', 'Billy Wilder', 'Ernest Thompson', 'Pearl S. Buck', 'Nancy Meyers', 'Tennessee Williams', 'Victor Heerman', 'N. Richard Nash', 'Grover Jones', 'Edward Chodorov', 'Phoebe Ephron', 'Michael Kanin', 'Henry Ephron', 'Howard Lindsay', 'Russel Crouse', 'William Marchant', 'Philip Barry', 'Mortimer Offner', 'Dorothy Yost', 'Charles Shyer', 'Gore Vidal', 'F. Scott Fitzgerald', 'Sidney Buchman', 'Maxwell Anderson', 'Edna Ferber', 'Francis Ford Coppola', 'John Grisham', 'Robin Swicord', 'Charles Portis', 'Booth Tarkington', 'Howard J. Green', 'Netta Syrett', 'Jules Furthman', 'Mack Crane', 'Caroline Francke', 'Andrew Solt', 'Don Hartman', 'Garson Kanin', 'Ruth Gordon', 'Edward E. Paramore Jr.', 'Mildred Cram', 'Erich Maria Remarque', 'John Huston', 'James Agee', 'Gilbert Frankau', 'James Warner Bellah', 'Achmed Abdullah', 'Anthony Veiller', 'Leo McCarey', 'John L. Balderston', 'William Slavens McNutt', 'Peter Berneis', 'Compton MacKenzie', 'George S. Kaufman', 'Morrie Ryskind']]
Predicted Ans:    John Huston
Predicted Path:   Quality Street --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Path (Raw):       Quality Street --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Neg LogProb(↓):   0.368014
Path Entropy(↓):  1.296964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by david lister
Start Entity:     David Lister
Gold Answer:      [['Estella Warren', 'Rhett Giles', 'Victor Parascos', 'Vincent Cassel', 'Jerry Orbach', 'Léa Seydoux', "Paige O'Hara", 'Richard White', 'Robby Benson', 'Jean Marais', 'Josette Day']]
Predicted Ans:    Vincent Cassel
Predicted Path:   David Lister --[(INV) directed_by]--> Beauty and the Beast --[starred_actors]--> Vincent Cassel
Path (Raw):       David Lister --[No Operation]--> David Lister --[(INV) directed_by]--> Beauty and the Beast --[starred_actors]--> Vincent Cassel
Neg LogProb(↓):   0.063090
Path Entropy(↓):  0.240824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the other dream team starred who
Start Entity:     The Other Dream Team
Gold Answer:      [['Jim Lampley', 'Bill Walton']]
Predicted Ans:    Jim Lampley
Predicted Path:   The Other Dream Team --[starred_actors]--> Jim Lampley --[(INV) starred_actors]--> The Other Dream Team --[starred_actors]--> Jim Lampley
Path (Raw):       The Other Dream Team --[starred_actors]--> Jim Lampley --[(INV) starred_actors]--> The Other Dream Team --[starred_actors]--> Jim Lampley
Neg LogProb(↓):   0.279382
Path Entropy(↓):  0.762327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by michael traeger fall under
Start Entity:     Michael Traeger
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Traeger --[(INV) written_by]--> The Amateurs --[has_genre]--> Comedy
Path (Raw):       Michael Traeger --[No Operation]--> Michael Traeger --[(INV) written_by]--> The Amateurs --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the real blonde
Start Entity:     The Real Blonde
Gold Answer:      [['Tom DiCillo']]
Predicted Ans:    Tom DiCillo
Predicted Path:   The Real Blonde --[written_by]--> Tom DiCillo --[(INV) written_by]--> Living in Oblivion --[directed_by]--> Tom DiCillo
Path (Raw):       The Real Blonde --[written_by]--> Tom DiCillo --[(INV) written_by]--> Living in Oblivion --[directed_by]--> Tom DiCillo
Neg LogProb(↓):   0.000359
Path Entropy(↓):  0.003476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by j. r. moehringer
Start Entity:     J.R. Moehringer
Gold Answer:      [['Samuel L. Jackson', 'Josh Hartnett']]
Predicted Ans:    Josh Hartnett
Predicted Path:   J.R. Moehringer --[(INV) written_by]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Path (Raw):       J.R. Moehringer --[No Operation]--> J.R. Moehringer --[(INV) written_by]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Neg LogProb(↓):   0.165961
Path Entropy(↓):  0.438517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed mute witness
Start Entity:     Mute Witness
Gold Answer:      [['Tom Everett Scott', 'Julie Delpy']]
Predicted Ans:    Julie Delpy
Predicted Path:   Mute Witness --[directed_by]--> Anthony Waller --[(INV) directed_by]--> An American Werewolf in Paris --[starred_actors]--> Julie Delpy
Path (Raw):       Mute Witness --[directed_by]--> Anthony Waller --[(INV) directed_by]--> An American Werewolf in Paris --[starred_actors]--> Julie Delpy
Neg LogProb(↓):   0.055175
Path Entropy(↓):  0.209949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by delondra williams were released in which years
Start Entity:     Delondra Williams
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Delondra Williams --[(INV) written_by]--> Rise of the Zombies --[release_year]--> 2012
Path (Raw):       Delondra Williams --[No Operation]--> Delondra Williams --[(INV) written_by]--> Rise of the Zombies --[release_year]--> 2012
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the front
Start Entity:     The Front
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Front --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold --[in_language]--> English
Path (Raw):       The Front --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold --[in_language]--> English
Neg LogProb(↓):   0.001820
Path Entropy(↓):  0.014649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in minase yashiro starred movies
Start Entity:     Minase Yashiro
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[in_language]--> Japanese
Path (Raw):       Minase Yashiro --[No Operation]--> Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by rodney carrington release
Start Entity:     Rodney Carrington
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Rodney Carrington --[(INV) written_by]--> Beer for My Horses --[release_year]--> 2008
Path (Raw):       Rodney Carrington --[No Operation]--> Rodney Carrington --[(INV) written_by]--> Beer for My Horses --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is the old dark house
Start Entity:     The Old Dark House
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Old Dark House --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Old Dark House --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.372592
Path Entropy(↓):  4.932043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by morocco writers
Start Entity:     Morocco
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Morocco --[written_by]--> Jules Furthman --[(INV) written_by]--> Morocco --[has_genre]--> Drama
Path (Raw):       Morocco --[written_by]--> Jules Furthman --[(INV) written_by]--> Morocco --[has_genre]--> Drama
Neg LogProb(↓):   0.360332
Path Entropy(↓):  0.978925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in beyond the clouds
Start Entity:     Beyond the Clouds
Gold Answer:      [['John Malkovich', 'Irène Jacob']]
Predicted Ans:    Bruno Ganz
Predicted Path:   Beyond the Clouds --[starred_actors]--> Irène Jacob --[(INV) starred_actors]--> The Dust of Time --[starred_actors]--> Bruno Ganz
Path (Raw):       Beyond the Clouds --[starred_actors]--> Irène Jacob --[(INV) starred_actors]--> The Dust of Time --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   0.381484
Path Entropy(↓):  1.133166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in shopping
Start Entity:     Shopping
Gold Answer:      [['1998', '1949', '2009', '1966', '1972', '2001', '2003', '2010', '2004', '2006', '1999', '2012', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Shopping --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Repo Men --[release_year]--> 2010
Path (Raw):       Shopping --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Repo Men --[release_year]--> 2010
Neg LogProb(↓):   1.102598
Path Entropy(↓):  1.630367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe the love letter
Start Entity:     The Love Letter
Gold Answer:      [['peter chan']]
Predicted Ans:    dan curtis
Predicted Path:   The Love Letter --[has_tags]--> dan curtis --[(INV) has_tags]--> Our Fathers --[has_tags]--> dan curtis
Path (Raw):       The Love Letter --[has_tags]--> dan curtis --[(INV) has_tags]--> Our Fathers --[has_tags]--> dan curtis
Neg LogProb(↓):   0.018464
Path Entropy(↓):  0.100474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by jason statham
Start Entity:     Jason Statham
Gold Answer:      [['Roger Donaldson', 'Todd Haynes', 'Taylor Hackford', 'James Wong', 'Louis Leterrier', 'Guy Ritchie', 'Robert Adetuyi', 'Géla Babluani', 'Elliott Lester', 'Boaz Yakin', 'Corey Yuen', 'Peter Collinson', 'Tony Giglio', 'John Carpenter', 'Gary Fleder', 'Michael Winner', 'Sylvester Stallone', 'Paul W.S. Anderson', 'Hideo Nakata', 'Philip G. Atwell', 'David DeFalco', 'Simon West', 'Olivier Megaton', 'Coline Serreau', 'Mark Neveldine', 'Brian Taylor', 'F. Gary Gray', 'Patrick Hughes', 'Gary McKendry']]
Predicted Ans:    Louis Leterrier
Predicted Path:   Jason Statham --[(INV) starred_actors]--> Transporter 2 --[directed_by]--> Louis Leterrier
Path (Raw):       Jason Statham --[No Operation]--> Jason Statham --[(INV) starred_actors]--> Transporter 2 --[directed_by]--> Louis Leterrier
Neg LogProb(↓):   0.380163
Path Entropy(↓):  1.081892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by bernard giraudeau
Start Entity:     Bernard Giraudeau
Gold Answer:      [['Claude Miller']]
Predicted Ans:    Claude Miller
Predicted Path:   Bernard Giraudeau --[(INV) starred_actors]--> Little Lili --[written_by]--> Claude Miller
Path (Raw):       Bernard Giraudeau --[No Operation]--> Bernard Giraudeau --[(INV) starred_actors]--> Little Lili --[written_by]--> Claude Miller
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by torrey devitto
Start Entity:     Torrey DeVitto
Gold Answer:      [['Jeff Fisher']]
Predicted Ans:    Jeff Fisher
Predicted Path:   Torrey DeVitto --[(INV) starred_actors]--> Killer Movie --[written_by]--> Jeff Fisher
Path (Raw):       Torrey DeVitto --[No Operation]--> Torrey DeVitto --[(INV) starred_actors]--> Killer Movie --[written_by]--> Jeff Fisher
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by steve barker
Start Entity:     Steve Barker
Gold Answer:      [['Rae Brunton']]
Predicted Ans:    Steve Barker
Predicted Path:   Steve Barker --[(INV) directed_by]--> Outpost --[written_by]--> Steve Barker
Path (Raw):       Steve Barker --[No Operation]--> Steve Barker --[(INV) directed_by]--> Outpost --[written_by]--> Steve Barker
Neg LogProb(↓):   0.198116
Path Entropy(↓):  0.490515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by marcos bernstein were released in which years
Start Entity:     Marcos Bernstein
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Marcos Bernstein --[(INV) written_by]--> Central Station --[release_year]--> 1998
Path (Raw):       Marcos Bernstein --[No Operation]--> Marcos Bernstein --[(INV) written_by]--> Central Station --[release_year]--> 1998
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film mary were in which languages
Start Entity:     Mary
Gold Answer:      [['French', 'English', 'Georgian', 'Polish', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Mary --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Path (Raw):       Mary --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Neg LogProb(↓):   0.432319
Path Entropy(↓):  0.813643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was gaspar noe the director of
Start Entity:     Gaspar Noé
Gold Answer:      [['Carne', 'Enter the Void', 'Destricted', '7 Days in Havana']]
Predicted Ans:    Carne
Predicted Path:   Gaspar Noé --[(INV) directed_by]--> Carne --[directed_by]--> Gaspar Noé --[(INV) directed_by]--> Carne
Path (Raw):       Gaspar Noé --[(INV) directed_by]--> Carne --[directed_by]--> Gaspar Noé --[(INV) directed_by]--> Carne
Neg LogProb(↓):   0.013565
Path Entropy(↓):  0.076704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film french film released
Start Entity:     French Film
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   French Film --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       French Film --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.016916
Path Entropy(↓):  4.562984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote princesas
Start Entity:     Princesas
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Princesas --[written_by]--> Fernando León de Aranoa --[(INV) written_by]--> Mondays in the Sun --[release_year]--> 2002
Path (Raw):       Princesas --[written_by]--> Fernando León de Aranoa --[(INV) written_by]--> Mondays in the Sun --[release_year]--> 2002
Neg LogProb(↓):   0.280208
Path Entropy(↓):  0.556069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with bright victory in
Start Entity:     Bright Victory
Gold Answer:      [['Swedish', 'Italian', 'Spanish']]
Predicted Ans:    Swedish
Predicted Path:   Bright Victory --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Path (Raw):       Bright Victory --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Neg LogProb(↓):   0.000133
Path Entropy(↓):  0.001521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie living proof
Start Entity:     Living Proof
Gold Answer:      [['Amanda Bynes', 'Jennifer Coolidge', 'Tammy Blanchard']]
Predicted Ans:    Amanda Bynes
Predicted Path:   Living Proof --[starred_actors]--> Amanda Bynes --[(INV) starred_actors]--> Love Wrecked --[starred_actors]--> Amanda Bynes
Path (Raw):       Living Proof --[starred_actors]--> Amanda Bynes --[(INV) starred_actors]--> Love Wrecked --[starred_actors]--> Amanda Bynes
Neg LogProb(↓):   0.923390
Path Entropy(↓):  1.374864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film phoebe in wonderland released
Start Entity:     Phoebe in Wonderland
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Phoebe in Wonderland --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Phoebe in Wonderland --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.093382
Path Entropy(↓):  4.464147
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is rings on her fingers
Start Entity:     Rings on Her Fingers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rings on Her Fingers --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> I Dream Too Much --[has_genre]--> Comedy
Path (Raw):       Rings on Her Fingers --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> I Dream Too Much --[has_genre]--> Comedy
Neg LogProb(↓):   3.323413
Path Entropy(↓):  1.933539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film let's talk about the rain
Start Entity:     Let's Talk About the Rain
Gold Answer:      [['1996', '2000', '2004']]
Predicted Ans:    2004
Predicted Path:   Let's Talk About the Rain --[directed_by]--> Agnès Jaoui --[(INV) directed_by]--> Look at Me --[release_year]--> 2004
Path (Raw):       Let's Talk About the Rain --[directed_by]--> Agnès Jaoui --[(INV) directed_by]--> Look at Me --[release_year]--> 2004
Neg LogProb(↓):   0.549906
Path Entropy(↓):  1.395902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by rick ray were in which genres
Start Entity:     Rick Ray
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Rick Ray --[(INV) directed_by]--> 10 Questions for the Dalai Lama --[has_genre]--> Documentary
Path (Raw):       Rick Ray --[No Operation]--> Rick Ray --[(INV) directed_by]--> 10 Questions for the Dalai Lama --[has_genre]--> Documentary
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie six pack were in which genres
Start Entity:     Six Pack
Gold Answer:      [['Drama', 'Horror', 'Family', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Six Pack --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Lassie --[has_genre]--> Adventure
Path (Raw):       Six Pack --[directed_by]--> Daniel Petrie --[(INV) directed_by]--> Lassie --[has_genre]--> Adventure
Neg LogProb(↓):   0.450064
Path Entropy(↓):  1.152941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by milo ventimiglia
Start Entity:     Milo Ventimiglia
Gold Answer:      [['Karl Mueller', 'Eron Sheean']]
Predicted Ans:    Eron Sheean
Predicted Path:   Milo Ventimiglia --[(INV) starred_actors]--> The Divide --[written_by]--> Eron Sheean
Path (Raw):       Milo Ventimiglia --[No Operation]--> Milo Ventimiglia --[(INV) starred_actors]--> The Divide --[written_by]--> Eron Sheean
Neg LogProb(↓):   0.010449
Path Entropy(↓):  0.057805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by amanda brooks
Start Entity:     Amanda Brooks
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Amanda Brooks --[(INV) starred_actors]--> The Canyons --[release_year]--> 2013
Path (Raw):       Amanda Brooks --[No Operation]--> Amanda Brooks --[(INV) starred_actors]--> The Canyons --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the misfits
Start Entity:     The Misfits
Gold Answer:      [['Dustin Hoffman', 'Will Smith', 'Bibi Andersson', 'Lee J. Cobb', 'William H. Macy', 'Nick Nolte', 'Winona Ryder', 'Meat Loaf', 'Laura Dern', 'Kate Reid', 'John Malkovich', 'Debra Winger', 'David Paymer', 'Paul Scofield', 'Mildred Dunnock', 'Charles Durning', 'Joan Allen', 'Stephen Lang', 'Margot Robbie', 'Vanessa Redgrave', 'Steve McQueen']]
Predicted Ans:    Clark Gable
Predicted Path:   The Misfits --[written_by]--> Arthur Miller --[(INV) written_by]--> The Misfits --[starred_actors]--> Clark Gable
Path (Raw):       The Misfits --[written_by]--> Arthur Miller --[(INV) written_by]--> The Misfits --[starred_actors]--> Clark Gable
Neg LogProb(↓):   0.825838
Path Entropy(↓):  1.333681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of the bronze also starred in which films
Start Entity:     The Bronze
Gold Answer:      [['Splinterheads', "I'll Be Home for Christmas", 'A Very Brady Sequel', 'The Chicago 8', 'Forever Strong']]
Predicted Ans:    Splinterheads
Predicted Path:   The Bronze --[starred_actors]--> Thomas Middleditch --[(INV) starred_actors]--> Splinterheads
Path (Raw):       The Bronze --[starred_actors]--> Thomas Middleditch --[No Operation]--> Thomas Middleditch --[(INV) starred_actors]--> Splinterheads
Neg LogProb(↓):   0.046928
Path Entropy(↓):  0.220885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of cordell barker written films
Start Entity:     Cordell Barker
Gold Answer:      [['1983', '1988', '2009', '2002', '1984']]
Predicted Ans:    2009
Predicted Path:   Cordell Barker --[(INV) written_by]--> Runaway --[release_year]--> 2009
Path (Raw):       Cordell Barker --[No Operation]--> Cordell Barker --[(INV) written_by]--> Runaway --[release_year]--> 2009
Neg LogProb(↓):   0.735280
Path Entropy(↓):  0.919814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of of gods and men
Start Entity:     Of Gods and Men
Gold Answer:      [['Moonraker', 'Rendez-vous', 'Sahara', 'The Public Woman', 'The Princess of Montpensier', 'Catwoman', 'Five Days One Summer', 'Free Men']]
Predicted Ans:    Sahara
Predicted Path:   Of Gods and Men --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> Sahara
Path (Raw):       Of Gods and Men --[starred_actors]--> Lambert Wilson --[No Operation]--> Lambert Wilson --[(INV) starred_actors]--> Sahara
Neg LogProb(↓):   0.089209
Path Entropy(↓):  0.402405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film broken embraces
Start Entity:     Broken Embraces
Gold Answer:      [['Pedro Almodóvar']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Broken Embraces --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Kika --[directed_by]--> Pedro Almodóvar
Path (Raw):       Broken Embraces --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Kika --[directed_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.899400
Path Entropy(↓):  1.214425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by don dubbins
Start Entity:     Don Dubbins
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Don Dubbins --[(INV) starred_actors]--> From the Earth to the Moon --[release_year]--> 1958
Path (Raw):       Don Dubbins --[No Operation]--> Don Dubbins --[(INV) starred_actors]--> From the Earth to the Moon --[release_year]--> 1958
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by clint eastwood
Start Entity:     Clint Eastwood
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '1985', '1979', '1974', '1984', '1977', '1968', '1951', '2004', '1982', '1973', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '2002', '2012', '1986', '1988', '2000', '1964', '1997', '1975', '1966', '1965', '1999', '1969']]
Predicted Ans:    1973
Predicted Path:   Clint Eastwood --[(INV) starred_actors]--> Magnum Force --[release_year]--> 1973
Path (Raw):       Clint Eastwood --[No Operation]--> Clint Eastwood --[(INV) starred_actors]--> Magnum Force --[release_year]--> 1973
Neg LogProb(↓):   1.646380
Path Entropy(↓):  2.728613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the man who never was
Start Entity:     The Man Who Never Was
Gold Answer:      [['Drama', 'Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Man Who Never Was --[written_by]--> Nigel Balchin --[(INV) written_by]--> 23 Paces to Baker Street --[has_genre]--> Thriller
Path (Raw):       The Man Who Never Was --[written_by]--> Nigel Balchin --[(INV) written_by]--> 23 Paces to Baker Street --[has_genre]--> Thriller
Neg LogProb(↓):   0.470807
Path Entropy(↓):  0.991258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by matthew o'callaghan
Start Entity:     Matthew O'Callaghan
Gold Answer:      [['2008', '2006']]
Predicted Ans:    2008
Predicted Path:   Matthew O'Callaghan --[(INV) directed_by]--> Open Season 2 --[release_year]--> 2008
Path (Raw):       Matthew O'Callaghan --[No Operation]--> Matthew O'Callaghan --[(INV) directed_by]--> Open Season 2 --[release_year]--> 2008
Neg LogProb(↓):   0.275610
Path Entropy(↓):  0.552177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by kurt russell in
Start Entity:     Kurt Russell
Gold Answer:      [['Norwegian', 'English', 'Spanish']]
Predicted Ans:    Thriller
Predicted Path:   Kurt Russell --[(INV) starred_actors]--> The Mean Season --[has_genre]--> Thriller
Path (Raw):       Kurt Russell --[No Operation]--> Kurt Russell --[(INV) starred_actors]--> The Mean Season --[has_genre]--> Thriller
Neg LogProb(↓):   0.999490
Path Entropy(↓):  1.113088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed made in dagenham
Start Entity:     Made in Dagenham
Gold Answer:      [['2000', '2003']]
Predicted Ans:    2010
Predicted Path:   Made in Dagenham --[directed_by]--> Nigel Cole --[(INV) directed_by]--> Made in Dagenham --[release_year]--> 2010
Path (Raw):       Made in Dagenham --[directed_by]--> Nigel Cole --[(INV) directed_by]--> Made in Dagenham --[release_year]--> 2010
Neg LogProb(↓):   0.608536
Path Entropy(↓):  0.944213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie a simple twist of fate were in which genres
Start Entity:     A Simple Twist of Fate
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Simple Twist of Fate --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> Trojan Eddie --[has_genre]--> Drama
Path (Raw):       A Simple Twist of Fate --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> Trojan Eddie --[has_genre]--> Drama
Neg LogProb(↓):   0.396932
Path Entropy(↓):  1.151986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie switchback starred who
Start Entity:     Switchback
Gold Answer:      [['R. Lee Ermey']]
Predicted Ans:    R. Lee Ermey
Predicted Path:   Switchback --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Switchback --[starred_actors]--> R. Lee Ermey
Path (Raw):       Switchback --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Switchback --[starred_actors]--> R. Lee Ermey
Neg LogProb(↓):   0.063282
Path Entropy(↓):  0.231633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed in the valley of elah
Start Entity:     In the Valley of Elah
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   In the Valley of Elah --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash --[in_language]--> Persian
Path (Raw):       In the Valley of Elah --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film taste of cherry released
Start Entity:     Taste of Cherry
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Taste of Cherry --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       Taste of Cherry --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   2.898189
Path Entropy(↓):  4.527734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by jody dwyer
Start Entity:     Jody Dwyer
Gold Answer:      [['Leigh Whannell', 'Nathan Phillips']]
Predicted Ans:    Leigh Whannell
Predicted Path:   Jody Dwyer --[(INV) directed_by]--> Dying Breed --[starred_actors]--> Leigh Whannell
Path (Raw):       Jody Dwyer --[No Operation]--> Jody Dwyer --[(INV) directed_by]--> Dying Breed --[starred_actors]--> Leigh Whannell
Neg LogProb(↓):   0.009721
Path Entropy(↓):  0.054496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in dr. jekyll and mr. hyde
Start Entity:     Dr. Jekyll and Mr. Hyde
Gold Answer:      [['Sam Wood', 'Cecil B. DeMille', 'Thorold Dickinson', 'Norman Taurog', 'William A. Wellman', 'Don Bluth', 'Anthony Quinn', 'Tito Davison', 'Lewis Milestone', 'John M. Stahl', 'Bille August', 'Sidney Franklin', 'Stanley Kramer', 'Ernst Lubitsch', 'Archie Mayo', 'Harry Lachman', 'John Farrow', 'Jack Conway', 'William Wyler', 'Irving Rapper', 'Lloyd Bacon', 'Michael Gottlieb', 'Robert Wise', 'Fritz Lang', 'Tay Garnett', 'Lewis Allen', 'Bob Rafelson', 'Mervyn LeRoy', 'Richard Thorpe', 'Walter Lang', 'Anthony Mann', 'George Sidney', 'Douglas Sirk', 'Jack Arnold', 'Mitchell Leisen', 'Stanley Donen', 'Gene Saks', 'Tom Hooper', 'Richard Lester', 'Harold S. Bucquet', 'J. Walter Ruben', 'Howard Hawks', 'Stephen Herek', 'Rouben Mamoulian', 'Gottfried Reinhardt', 'Bernhard Wicki', 'Ingmar Bergman', 'Martin Ritt', 'Daniela Thomas', 'Michael Curtiz', 'Will Vinton', 'Wesley Ruggles', 'Joe Wright', 'Vincente Minnelli', 'John Sturges', 'Victor Fleming', 'Alfred Hitchcock', 'Gustaf Molander', 'David Ayer', 'Elia Kazan', 'George Cukor', 'Edward Dmytryk', 'Bernard Rose', 'Jean Negulesco', 'Frank Borzage', 'Claude Lelouch', 'John Ford', 'Dorothy Arzner', 'John Frankenheimer', 'Mark Robson', 'Gary Goldman', 'Roberto Rossellini', 'Anatole Litvak', 'Frank Capra', 'Raymond Bernard', 'Michael Gordon', 'W.S. Van Dyke', 'René Clair', 'Leo McCarey', 'Walter Salles', 'Fred Zinnemann', 'George Stevens', 'Richard Boleslawski', 'Clarence Brown', 'Jean Renoir']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.899152
Path Entropy(↓):  2.269301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the banishment
Start Entity:     The Banishment
Gold Answer:      [['Konstantin Lavronenko', 'Maria Bonnevie']]
Predicted Ans:    Konstantin Lavronenko
Predicted Path:   The Banishment --[starred_actors]--> Konstantin Lavronenko --[(INV) starred_actors]--> The Banishment --[starred_actors]--> Konstantin Lavronenko
Path (Raw):       The Banishment --[starred_actors]--> Konstantin Lavronenko --[(INV) starred_actors]--> The Banishment --[starred_actors]--> Konstantin Lavronenko
Neg LogProb(↓):   0.474084
Path Entropy(↓):  1.104745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by peter bowman
Start Entity:     Peter Bowman
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Peter Bowman --[(INV) written_by]--> Beach Red --[in_language]--> Japanese
Path (Raw):       Peter Bowman --[No Operation]--> Peter Bowman --[(INV) written_by]--> Beach Red --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of i, monster
Start Entity:     I, Monster
Gold Answer:      [['Animation', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Horror
Predicted Path:   I, Monster --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[has_genre]--> Horror
Path (Raw):       I, Monster --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[has_genre]--> Horror
Neg LogProb(↓):   0.194831
Path Entropy(↓):  0.639378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie rko 281 were released in which years
Start Entity:     RKO 281
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '1939', '1951', '2010', '2004', '1982', '1994', '1995', '1976', '1990', '1996', '2002', '2012', '1961', '2011', '2013', '1962', '1988', '2000', '1997', '1966', '1950', '1991', '1999', '1987', '1986']]
Predicted Ans:    1995
Predicted Path:   RKO 281 --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       RKO 281 --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.861107
Path Entropy(↓):  2.063097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by richard schayer
Start Entity:     Richard Schayer
Gold Answer:      [['1950', '1931']]
Predicted Ans:    1950
Predicted Path:   Richard Schayer --[(INV) written_by]--> Kim --[release_year]--> 1950
Path (Raw):       Richard Schayer --[No Operation]--> Richard Schayer --[(INV) written_by]--> Kim --[release_year]--> 1950
Neg LogProb(↓):   0.112531
Path Entropy(↓):  0.338987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film timecop
Start Entity:     Timecop
Gold Answer:      [['time travel', 'peter hyams', 'mia sara']]
Predicted Ans:    mia sara
Predicted Path:   Timecop --[has_tags]--> mia sara --[(INV) has_tags]--> Timecop --[has_tags]--> mia sara
Path (Raw):       Timecop --[has_tags]--> mia sara --[(INV) has_tags]--> Timecop --[has_tags]--> mia sara
Neg LogProb(↓):   0.087859
Path Entropy(↓):  0.344465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of 7 women
Start Entity:     7 Women
Gold Answer:      [['Family', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Action
Predicted Path:   7 Women --[directed_by]--> John Ford --[(INV) directed_by]--> Seas Beneath --[has_genre]--> Action
Path (Raw):       7 Women --[directed_by]--> John Ford --[(INV) directed_by]--> Seas Beneath --[has_genre]--> Action
Neg LogProb(↓):   1.704371
Path Entropy(↓):  2.529214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did rachel hendrix star in
Start Entity:     Rachel Hendrix
Gold Answer:      [['October Baby']]
Predicted Ans:    October Baby
Predicted Path:   Rachel Hendrix --[(INV) starred_actors]--> October Baby --[starred_actors]--> Rachel Hendrix --[(INV) starred_actors]--> October Baby
Path (Raw):       Rachel Hendrix --[(INV) starred_actors]--> October Baby --[starred_actors]--> Rachel Hendrix --[(INV) starred_actors]--> October Baby
Neg LogProb(↓):   0.000210
Path Entropy(↓):  0.001987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film torque
Start Entity:     Torque
Gold Answer:      [['2011', '2003']]
Predicted Ans:    2003
Predicted Path:   Torque --[directed_by]--> Joseph Kahn --[(INV) directed_by]--> Detention --[release_year]--> 2003
Path (Raw):       Torque --[directed_by]--> Joseph Kahn --[(INV) directed_by]--> Detention --[release_year]--> 2003
Neg LogProb(↓):   0.451118
Path Entropy(↓):  0.996614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the texas chain saw massacre, when was it released
Start Entity:     The Texas Chain Saw Massacre
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   The Texas Chain Saw Massacre --[release_year]--> 1974 --[(INV) release_year]--> Macon County Line --[release_year]--> 1974
Path (Raw):       The Texas Chain Saw Massacre --[release_year]--> 1974 --[(INV) release_year]--> Macon County Line --[release_year]--> 1974
Neg LogProb(↓):   2.176949
Path Entropy(↓):  3.347432
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of greg calderone starred movies
Start Entity:     Greg Calderone
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Greg Calderone --[(INV) starred_actors]--> This Movie Is Broken --[release_year]--> 2010
Path (Raw):       Greg Calderone --[No Operation]--> Greg Calderone --[(INV) starred_actors]--> This Movie Is Broken --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jordan christopher michael
Start Entity:     Jordan Christopher Michael
Gold Answer:      [['Joseph Minion']]
Predicted Ans:    Joseph Minion
Predicted Path:   Jordan Christopher Michael --[(INV) starred_actors]--> Motorama --[written_by]--> Joseph Minion
Path (Raw):       Jordan Christopher Michael --[No Operation]--> Jordan Christopher Michael --[(INV) starred_actors]--> Motorama --[written_by]--> Joseph Minion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film europe'51 are written by who
Start Entity:     Europe '51
Gold Answer:      [['Andrew Solt', 'Guy Bolton', 'Marcelle Maurette', 'Patrick Hamilton', 'Angus MacPhail', 'Erich Maria Remarque', 'Dudley Nichols', 'Martha Ostenso', 'Casey Robinson', 'Ernest Hemingway', 'Lamar Trotti', 'Sister Kenny', 'Jack London', 'Robert Louis Stevenson', 'Abe Burrows', 'Percy Heath', 'Samuel Hoffenstein', 'Françoise Sagan', 'Lewis Milestone', 'Ingmar Bergman', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'Roberto Rossellini', 'Maxwell Anderson', 'Edna Ferber', 'Robert Rossen', 'Donald Ogden Stewart', 'Samuel A. Taylor', 'Alexander Knox', 'Leo McCarey', 'Francis de Croisset', 'Pierre Barillet', 'Clara Beranger', 'Colette', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Ben Hecht', 'Norman Krasna', 'James Hilton', 'Philip G. Epstein', 'Mary McCarthy', 'John Lee Mahin', 'Jean Renoir']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Europe '51 --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Europe '51 --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.848949
Path Entropy(↓):  1.498428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in lonely street
Start Entity:     Lonely Street
Gold Answer:      [['English', 'Czech', 'Portuguese']]
Predicted Ans:    English
Predicted Path:   Lonely Street --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Underworld --[in_language]--> English
Path (Raw):       Lonely Street --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Underworld --[in_language]--> English
Neg LogProb(↓):   0.029445
Path Entropy(↓):  0.159924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film happy accidents
Start Entity:     Happy Accidents
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Happy Accidents --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Happy Accidents --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   2.801228
Path Entropy(↓):  4.482923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of monkey trouble is also the director of which movies
Start Entity:     Monkey Trouble
Gold Answer:      [['Flashback']]
Predicted Ans:    Flashback
Predicted Path:   Monkey Trouble --[directed_by]--> Franco Amurri --[(INV) directed_by]--> Flashback
Path (Raw):       Monkey Trouble --[directed_by]--> Franco Amurri --[(INV) directed_by]--> Flashback --[No Operation]--> Flashback
Neg LogProb(↓):   0.104896
Path Entropy(↓):  0.324166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie election released
Start Entity:     Election
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Election --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Election --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   3.263178
Path Entropy(↓):  4.667503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie stir crazy
Start Entity:     Stir Crazy
Gold Answer:      [['Walter Hill', 'Richard Pryor', 'Michael Pressman', 'Buster Keaton', 'Edward F. Cline', 'Bud Yorkin', 'Eddie Murphy', 'Richard Donner', 'Michael Apted', 'Michael Schultz', 'Sidney J. Furie', 'Robert Aldrich', 'Sidney Poitier', 'Susan Stroman', 'Leonard Nimoy', 'Gene Wilder', 'Paul Schrader', 'Francis Veber', 'Richard Lester', 'Waris Hussein', 'Mel Brooks', 'Arthur Hiller']]
Predicted Ans:    Mel Brooks
Predicted Path:   Stir Crazy --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[directed_by]--> Mel Brooks
Path (Raw):       Stir Crazy --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[directed_by]--> Mel Brooks
Neg LogProb(↓):   0.541482
Path Entropy(↓):  1.184935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of adventures of captain marvel is also the director of which films
Start Entity:     Adventures of Captain Marvel
Gold Answer:      [['40 Guns to Apache Pass']]
Predicted Ans:    Adventures of Captain Marvel
Predicted Path:   Adventures of Captain Marvel --[directed_by]--> John English --[(INV) directed_by]--> Adventures of Captain Marvel
Path (Raw):       Adventures of Captain Marvel --[directed_by]--> John English --[(INV) directed_by]--> Adventures of Captain Marvel --[No Operation]--> Adventures of Captain Marvel
Neg LogProb(↓):   0.785808
Path Entropy(↓):  0.692035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by mark miller starred who
Start Entity:     Mark Miller
Gold Answer:      [['Anthony Quinn', 'Donovan Scott', 'Bridgette Andersen', 'Keanu Reeves', 'Giancarlo Giannini']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Mark Miller --[(INV) written_by]--> A Walk in the Clouds --[starred_actors]--> Keanu Reeves
Path (Raw):       Mark Miller --[No Operation]--> Mark Miller --[(INV) written_by]--> A Walk in the Clouds --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.000959
Path Entropy(↓):  0.008632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by leonardo dicaprio
Start Entity:     Leonardo DiCaprio
Gold Answer:      [['Christopher Hampton', 'Jim Carroll', 'Marc Norman', 'Leila Conners', 'Nadia Conners', 'Scott McPherson', 'Dustin Lance Black', 'James Cameron', 'William Shakespeare', 'Jay Cocks', 'Quentin Tarantino', 'Ernest K. Gann', 'Tobias Wolff', 'Christopher Nolan', 'David Ignatius', 'Baz Luhrmann', 'Dennis Lehane', 'Simon Moore', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'John Hodge', 'Alex Garland', "Louis L'Amour", 'William Monahan', 'Richard Yates', 'John Logan', 'Peter Hedges', 'David Stutman', 'Dale Wheatley', 'Randall Wallace', 'Jordan Belfort']]
Predicted Ans:    Randall Wallace
Predicted Path:   Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Path (Raw):       Leonardo DiCaprio --[No Operation]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.214086
Path Entropy(↓):  0.773344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of supercross
Start Entity:     Supercross
Gold Answer:      [['Steve Boyum']]
Predicted Ans:    Steve Boyum
Predicted Path:   Supercross --[directed_by]--> Steve Boyum --[(INV) directed_by]--> Meet the Deedles --[directed_by]--> Steve Boyum
Path (Raw):       Supercross --[directed_by]--> Steve Boyum --[(INV) directed_by]--> Meet the Deedles --[directed_by]--> Steve Boyum
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000300
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film a burning hot summer
Start Entity:     A Burning Hot Summer
Gold Answer:      [['Philippe Garrel']]
Predicted Ans:    Philippe Garrel
Predicted Path:   A Burning Hot Summer --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[written_by]--> Philippe Garrel
Path (Raw):       A Burning Hot Summer --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[written_by]--> Philippe Garrel
Neg LogProb(↓):   0.012289
Path Entropy(↓):  0.068445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of chloe starred who
Start Entity:     Chloe
Gold Answer:      [['Audrey Tautou', 'Emmanuelle Béart', 'Fanny Ardant', 'Gérard Depardieu']]
Predicted Ans:    Emmanuelle Béart
Predicted Path:   Chloe --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[starred_actors]--> Emmanuelle Béart
Path (Raw):       Chloe --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[starred_actors]--> Emmanuelle Béart
Neg LogProb(↓):   0.091463
Path Entropy(↓):  0.402579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by michael zaidan in
Start Entity:     Michael Zaidan
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Michael Zaidan --[(INV) written_by]--> Extreme Ops --[has_genre]--> Thriller
Path (Raw):       Michael Zaidan --[No Operation]--> Michael Zaidan --[(INV) written_by]--> Extreme Ops --[has_genre]--> Thriller
Neg LogProb(↓):   0.108891
Path Entropy(↓):  0.331996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by star trek writers
Start Entity:     Star Trek
Gold Answer:      [['Klingon']]
Predicted Ans:    Klingon
Predicted Path:   Star Trek --[written_by]--> Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[in_language]--> Klingon
Path (Raw):       Star Trek --[written_by]--> Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[in_language]--> Klingon
Neg LogProb(↓):   0.152151
Path Entropy(↓):  0.452027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by gad elmaleh were written by who
Start Entity:     Gad Elmaleh
Gold Answer:      [['James Huth', 'Pierre Salvadori', 'Francis Veber', 'Sonja Shillito']]
Predicted Ans:    Francis Veber
Predicted Path:   Gad Elmaleh --[(INV) starred_actors]--> The Valet --[written_by]--> Francis Veber
Path (Raw):       Gad Elmaleh --[No Operation]--> Gad Elmaleh --[(INV) starred_actors]--> The Valet --[written_by]--> Francis Veber
Neg LogProb(↓):   0.135924
Path Entropy(↓):  0.511181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by costa botes were directed by who
Start Entity:     Costa Botes
Gold Answer:      [['Peter Jackson']]
Predicted Ans:    Peter Jackson
Predicted Path:   Costa Botes --[(INV) directed_by]--> Forgotten Silver --[directed_by]--> Peter Jackson
Path (Raw):       Costa Botes --[No Operation]--> Costa Botes --[(INV) directed_by]--> Forgotten Silver --[directed_by]--> Peter Jackson
Neg LogProb(↓):   0.034400
Path Entropy(↓):  0.149416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor eric bana starred together with who
Start Entity:     Eric Bana
Gold Answer:      [['Charlie Hunnam', 'Tom Sizemore', 'Olivia Wilde', 'Toni Collette', 'Édgar Ramírez', 'Nicolas Cage', 'Ewan McGregor', 'Adam Sandler', 'Josh Lucas', 'Leonard Nimoy', 'Sam Elliott', 'Cate Blanchett', 'Saoirse Ronan', 'Michael Biehn', 'Zachary Quinto', 'Josh Hartnett', 'Jennifer Connelly', 'Olivia Munn', 'David Field', 'Simon Lyndon', 'Barry Humphries', 'Chris Pine', 'Franka Potente', 'Philip Seymour Hoffman', 'Leslie Mann', 'Seth Rogen', 'Drew Barrymore', 'James Coburn']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Eric Bana --[(INV) starred_actors]--> Lucky You --[starred_actors]--> Drew Barrymore
Path (Raw):       Eric Bana --[No Operation]--> Eric Bana --[(INV) starred_actors]--> Lucky You --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.866452
Path Entropy(↓):  1.600461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote annie
Start Entity:     Annie
Gold Answer:      [['Thomas Meehan', 'Carol Sobieski']]
Predicted Ans:    Harold Gray
Predicted Path:   Annie --[written_by]--> Harold Gray --[(INV) written_by]--> Annie --[written_by]--> Harold Gray
Path (Raw):       Annie --[written_by]--> Harold Gray --[(INV) written_by]--> Annie --[written_by]--> Harold Gray
Neg LogProb(↓):   0.012384
Path Entropy(↓):  0.069058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in the cobbler also appears in which films
Start Entity:     The Cobbler
Gold Answer:      [['Anger Management', 'Airheads', 'Little Fockers', 'Lenny', "You Don't Mess with the Zohan", 'Monster House', 'Going Overboard', 'The Waterboy', 'Hero', 'Interview', 'Last Chance Harvey', "Mr. Magorium's Wonder Emporium", 'Just Go with It', 'Sphere', 'The Longest Yard', 'Delirious', 'Family Business', 'Papillon', 'Billy Madison', 'The Big Lebowski', 'Khumba', 'Marathon Man', 'Monsters, Inc.', 'Monsters University', 'Billy Bathgate', 'Rain Man', 'Punch-Drunk Love', 'Ishtar', 'The Graduate', 'Funny People', 'Living in Oblivion', 'Grown Ups 2', 'Escape from L.A.', 'Saint John of Las Vegas', 'Summer in February', 'Kung Fu Panda', 'Straight Time', "That's My Boy", 'In the Soup', 'Agatha', 'Runaway Jury', 'Wag the Dog', 'Grown Ups', 'The Guest', 'Tootsie', 'I Heart Huckabees', 'Little Big Man', 'Spanglish', 'The Chosen One', 'Hook', 'Jack and Jill', "All the President's Men", 'The Incredible Burt Wonderstone', 'American Buffalo', '50 First Dates', 'Straw Dogs', 'Trees Lounge', 'Mr. Deeds', 'Midnight Cowboy', 'Click', 'Little Nicky', 'Bedtime Stories', 'Handsome Harry', 'Kung Fu Panda Holiday', 'Happy Gilmore', 'Mad City', 'Blended', 'Ed and His Dead Mother', 'Death of a Salesman', 'Bulletproof', 'Hotel Transylvania', 'Meet the Fockers', 'Who Is Harry Kellerman and Why Is He Saying Those Terrible Things About Me?', 'The Wedding Singer', 'Eight Crazy Nights', 'Outbreak', 'Reign Over Me', 'Fargo', 'Big Daddy']]
Predicted Ans:    Papillon
Predicted Path:   The Cobbler --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Papillon
Path (Raw):       The Cobbler --[starred_actors]--> Dustin Hoffman --[No Operation]--> Dustin Hoffman --[(INV) starred_actors]--> Papillon
Neg LogProb(↓):   0.972857
Path Entropy(↓):  1.854646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film wild in the streets are written by who
Start Entity:     Wild in the Streets
Gold Answer:      [['Don Mankiewicz', 'Peter Hyams', 'Paul Mazursky', 'Richard Murphy', 'James Mangold', 'Scott Teems', 'William Gay', 'Michael Sloane', 'Guy Green', 'Theodore Dreiser', 'Lane Slate', 'James Agee', 'Harry Brown', 'Henry Jaglom', 'Elizabeth Kata', 'Irving Wallace', 'John Grisham', 'Albert Hackett', 'Frances Goodrich', 'Dalton Trumbo', 'Vladimir Nabokov', 'Davis Grubb', 'Michael Wilson', 'Hugo Butler', 'Roderick Taylor', 'Charles Templeton', 'Borden Chase', 'Ezra D. Rappaport', 'Robert L. Richards', 'Wyatt Cooper', 'Grant Stuart', 'Gene Allen', 'Anne Frank', 'Victoria Foyt', 'Stephen King']]
Predicted Ans:    Peter Hyams
Predicted Path:   Wild in the Streets --[starred_actors]--> Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[written_by]--> Peter Hyams
Path (Raw):       Wild in the Streets --[starred_actors]--> Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.078313
Path Entropy(↓):  0.304333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about leslie nielsen
Start Entity:     leslie nielsen
Gold Answer:      [['Airplane!', 'Spy Hard', 'Superhero Movie', 'Wrongfully Accused', 'Forbidden Planet', 'Repossessed']]
Predicted Ans:    Repossessed
Predicted Path:   leslie nielsen --[(INV) has_tags]--> Repossessed --[has_tags]--> leslie nielsen --[(INV) has_tags]--> Repossessed
Path (Raw):       leslie nielsen --[(INV) has_tags]--> Repossessed --[has_tags]--> leslie nielsen --[(INV) has_tags]--> Repossessed
Neg LogProb(↓):   0.480223
Path Entropy(↓):  1.374470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie jean de florette
Start Entity:     Jean de Florette
Gold Answer:      [['Arlette Langmann', 'Émile Zola', 'Anna Gavalda', 'Lucie Aubrac', 'Claude Berri', 'Marcel Aymé']]
Predicted Ans:    Marcel Pagnol
Predicted Path:   Jean de Florette --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[written_by]--> Marcel Pagnol
Path (Raw):       Jean de Florette --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[written_by]--> Marcel Pagnol
Neg LogProb(↓):   0.506109
Path Entropy(↓):  1.042193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Polish wedding, when was it released
Start Entity:     Polish Wedding
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Polish Wedding --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       Polish Wedding --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   3.066367
Path Entropy(↓):  4.661419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by oleg negin in
Start Entity:     Oleg Negin
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Oleg Negin --[(INV) written_by]--> Leviathan --[in_language]--> Russian
Path (Raw):       Oleg Negin --[No Operation]--> Oleg Negin --[(INV) written_by]--> Leviathan --[in_language]--> Russian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by annalynne mccord
Start Entity:     AnnaLynne McCord
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   AnnaLynne McCord --[(INV) starred_actors]--> Excision --[release_year]--> 2012
Path (Raw):       AnnaLynne McCord --[No Operation]--> AnnaLynne McCord --[(INV) starred_actors]--> Excision --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by mark halperin
Start Entity:     Mark Halperin
Gold Answer:      [['Julianne Moore', 'Ed Harris', 'Woody Harrelson']]
Predicted Ans:    Woody Harrelson
Predicted Path:   Mark Halperin --[(INV) written_by]--> Game Change --[starred_actors]--> Woody Harrelson
Path (Raw):       Mark Halperin --[No Operation]--> Mark Halperin --[(INV) written_by]--> Game Change --[starred_actors]--> Woody Harrelson
Neg LogProb(↓):   0.415921
Path Entropy(↓):  0.833062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of barry munday
Start Entity:     Barry Munday
Gold Answer:      [['Rock of Ages']]
Predicted Ans:    Barry Munday
Predicted Path:   Barry Munday --[written_by]--> Frank Turner Hollon --[(INV) written_by]--> Barry Munday
Path (Raw):       Barry Munday --[written_by]--> Frank Turner Hollon --[(INV) written_by]--> Barry Munday --[No Operation]--> Barry Munday
Neg LogProb(↓):   0.025300
Path Entropy(↓):  0.143088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of the bourne legacy
Start Entity:     The Bourne Legacy
Gold Answer:      [['Paul Michael Glaser', 'Paul Greengrass', 'Kevin Macdonald', 'Taylor Hackford', 'Doug Liman', 'Tony Gilroy']]
Predicted Ans:    Doug Liman
Predicted Path:   The Bourne Legacy --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[directed_by]--> Doug Liman
Path (Raw):       The Bourne Legacy --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[directed_by]--> Doug Liman
Neg LogProb(↓):   0.592242
Path Entropy(↓):  1.016023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films come september are written by who
Start Entity:     Come September
Gold Answer:      [['Tom Tryon', 'Bernard Slade', 'Mark Medoff', 'Joseph Olshan', 'Richard Price', 'Tad Mosel', 'Harper Lee', 'Jon Boothe', 'Herman Raucher', 'Bel Kaufman', 'Horton Foote', 'Jorge Amado', 'Jimmy Piersall', 'Arnold Schulman', 'Al Hirshberg', 'Gavin Lambert']]
Predicted Ans:    Horton Foote
Predicted Path:   Come September --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Path (Raw):       Come September --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Neg LogProb(↓):   0.133524
Path Entropy(↓):  0.513493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the wool cap
Start Entity:     The Wool Cap
Gold Answer:      [['Christian Slater', 'David Morrissey', 'William H. Macy', 'Selma Blair', 'Michael Sheen', 'Meg Ryan', 'Rebecca De Mornay', 'Colm Feore', 'Robert Loggia']]
Predicted Ans:    William H. Macy
Predicted Path:   The Wool Cap --[directed_by]--> Steven Schachter --[(INV) directed_by]--> The Con --[starred_actors]--> William H. Macy
Path (Raw):       The Wool Cap --[directed_by]--> Steven Schachter --[(INV) directed_by]--> The Con --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.495270
Path Entropy(↓):  0.811979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in agatha
Start Entity:     Agatha
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1985', '1967', '1935', '1979', '1974', '1984', '1977', '2007', '1968', '1998', '1951', '2010', '2004', '1982', '1973', '1947', '2014', '1931', '1983', '1995', '1976', '1971', '1990', '1989', '1996', '2002', '2012', '2011', '1988', '1978', '2000', '1997', '1966', '1991', '1987', '1969']]
Predicted Ans:    1976
Predicted Path:   Agatha --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Path (Raw):       Agatha --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Neg LogProb(↓):   0.926351
Path Entropy(↓):  1.545761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor lynda steadman is a co - star of who
Start Entity:     Lynda Steadman
Gold Answer:      [['Katrin Cartlidge']]
Predicted Ans:    Katrin Cartlidge
Predicted Path:   Lynda Steadman --[(INV) starred_actors]--> Career Girls --[starred_actors]--> Katrin Cartlidge
Path (Raw):       Lynda Steadman --[No Operation]--> Lynda Steadman --[(INV) starred_actors]--> Career Girls --[starred_actors]--> Katrin Cartlidge
Neg LogProb(↓):   0.003762
Path Entropy(↓):  0.024718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by john allen nelson were directed by who
Start Entity:     John Allen Nelson
Gold Answer:      [['Lawrence Bassoff']]
Predicted Ans:    Lawrence Bassoff
Predicted Path:   John Allen Nelson --[(INV) starred_actors]--> Hunk --[directed_by]--> Lawrence Bassoff
Path (Raw):       John Allen Nelson --[No Operation]--> John Allen Nelson --[(INV) starred_actors]--> Hunk --[directed_by]--> Lawrence Bassoff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the holy girl
Start Entity:     The Holy Girl
Gold Answer:      [['Spanish']]
Predicted Ans:    Thriller
Predicted Path:   The Holy Girl --[written_by]--> Lucrecia Martel --[(INV) written_by]--> The Headless Woman --[has_genre]--> Thriller
Path (Raw):       The Holy Girl --[written_by]--> Lucrecia Martel --[(INV) written_by]--> The Headless Woman --[has_genre]--> Thriller
Neg LogProb(↓):   0.009538
Path Entropy(↓):  0.056086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by vladimir pozner
Start Entity:     Vladimir Pozner
Gold Answer:      [['Robert Siodmak']]
Predicted Ans:    Robert Siodmak
Predicted Path:   Vladimir Pozner --[(INV) written_by]--> The Dark Mirror --[directed_by]--> Robert Siodmak
Path (Raw):       Vladimir Pozner --[No Operation]--> Vladimir Pozner --[(INV) written_by]--> The Dark Mirror --[directed_by]--> Robert Siodmak
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the food of the gods
Start Entity:     The Food of the Gods
Gold Answer:      [['Horror', 'Fantasy', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   The Food of the Gods --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> Empire of the Ants --[has_genre]--> Horror
Path (Raw):       The Food of the Gods --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> Empire of the Ants --[has_genre]--> Horror
Neg LogProb(↓):   1.071414
Path Entropy(↓):  1.253312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the emigrants actors
Start Entity:     The Emigrants
Gold Answer:      [['James A. Michener', 'Michael Allin', 'Alex Raymond', 'Larry Kramer', 'Georg Maas', 'Hannelore Hippe', 'Jon Cohen', 'Philip K. Dick', 'Bille August', 'Ingmar Bergman', 'Bernt Amadeus Capra', 'Fritjof Capra', 'Richard Matheson', 'Robert Riskin', 'William Peter Blatty', 'Lorenzo Semple Jr.', 'Jan Troell', 'Rick Moranis', 'Vilhelm Moberg', 'Bengt Forslund', 'Stephen King', 'Marie Hamsun', 'Dick Richards', 'Harold Pinter', 'Dave Thomas', 'Steve McQueen', 'James Hilton', 'David Rayfiel', 'James Grady']]
Predicted Ans:    Georg Maas
Predicted Path:   The Emigrants --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[written_by]--> Georg Maas
Path (Raw):       The Emigrants --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[written_by]--> Georg Maas
Neg LogProb(↓):   0.233922
Path Entropy(↓):  0.871495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by denis dercourt
Start Entity:     Denis Dercourt
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Denis Dercourt --[(INV) written_by]--> Tomorrow at Dawn --[in_language]--> French
Path (Raw):       Denis Dercourt --[No Operation]--> Denis Dercourt --[(INV) written_by]--> Tomorrow at Dawn --[in_language]--> French
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by meteor writers release
Start Entity:     Meteor
Gold Answer:      [['1978', '1970', '1949', '2009', '2008', '1950', '1951', '1959', '1965', '1981', '1961']]
Predicted Ans:    2009
Predicted Path:   Meteor --[written_by]--> Stanley Mann --[(INV) written_by]--> The Collector --[release_year]--> 2009
Path (Raw):       Meteor --[written_by]--> Stanley Mann --[(INV) written_by]--> The Collector --[release_year]--> 2009
Neg LogProb(↓):   1.225892
Path Entropy(↓):  2.363701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie now, voyager
Start Entity:     Now, Voyager
Gold Answer:      [['Abem Finkel', 'Seton I. Miller', 'Dashiell Hammett', 'Delmer Daves', 'Paddy Chayefsky', 'John Van Druten', 'Roland Kibbee', 'Bertram Bloch', 'Murray Forbes', 'Edith Fitzgerald', 'Albert Beich', 'Daniel Taradash', 'Elick Moll', 'Willard Robertson', 'Oscar Millard', 'Val Guest', 'Leslie Sands', 'James Norman Hall', 'Lester Cohen', 'Emlyn Williams', 'Charles Nordhoff', 'Julius J. Epstein', 'Philip G. Epstein', 'George Bernard Shaw', 'Maurice Hanline', 'Polan Banks', 'Harry Segall', 'Irwin Allen', 'Curt Siodmak', 'Mark Bomback', 'Jimmy Sangster', 'Bill MacIlwraith', 'Elizabeth von Arnim', 'Ellen Glasgow', 'Lewis R. Foster', 'Mark Twain', 'Charles Kenyon', 'Hal Kanter', 'Paul Green', 'Harry Harrison Kroll', 'Ernst Lothar', 'John Michael Hayes', 'Harold Robbins', 'Laird Doyle', 'Lloyd C. Douglas', 'Joseph L. Mankiewicz', 'Lukas Heller', 'Robert E. Sherwood', 'Henry Farrell', 'Rachel Field', 'John Collier', 'Louis Verneuil', 'Joseph Than', 'David Greene', 'Barry Oringer', 'Harry Tugend', 'Gore Vidal', 'Brown Holmes', 'Sidney Buchman', 'Maxwell Anderson', 'Norman Reilly Raine', 'Damon Runyon', 'Lenore J. Coffee', 'Gaston Leroux', 'Charlotte Armstrong', 'Jack Moffitt', 'Lillian Hellman', 'Robert Riskin', 'David Boehm', 'Kenneth Earl', 'Fannie Hurst', 'W. Somerset Maugham', "John O'Hara", 'John Huston', 'Casey Robinson', 'Clements Ripley', 'James Napier Robertson', 'Florence Engel Randall', 'Stuart Engstrand', 'Owen Davis', 'Jay Anania', 'Lewis E. Lawes', 'David Berry', 'Moss Hart', 'Cameron Rogers', 'Garrett Fort', 'Alexander Key', 'Rian James', 'Malcolm Marmorstein', 'Joan Alison', 'George S. Kaufman', 'Howard Koch', 'Murray Burnett']]
Predicted Ans:    John Collier
Predicted Path:   Now, Voyager --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Path (Raw):       Now, Voyager --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Neg LogProb(↓):   1.412192
Path Entropy(↓):  3.028312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie jailhouse rock are written by who
Start Entity:     Jailhouse Rock
Gold Answer:      [['Dashiell Hammett', 'Talbot Jennings', 'John Van Druten', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Jo Swerling', 'William H. Macy', 'George Wells', 'Gladys Lehman', 'Harry Brown', 'Wells Root', 'Jan Lustig', 'William Ludwig', 'Maurice Zimm', 'Samuel James Larsen', 'Joseph Breen', 'Donald Ogden Stewart', 'Ben Ames Williams', 'Thomas Malory', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'John Gay', 'Ferenc Molnár', 'Noel Langley', 'James R. Webb', 'John L. Balderston', 'Richard Connell', 'Emlyn Williams', 'Helen MacInnes']]
Predicted Ans:    Ben Ames Williams
Predicted Path:   Jailhouse Rock --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Path (Raw):       Jailhouse Rock --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Neg LogProb(↓):   0.741828
Path Entropy(↓):  1.800306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is variety lights about
Start Entity:     Variety Lights
Gold Answer:      [['alberto lattuada', 'federico fellini']]
Predicted Ans:    alberto lattuada
Predicted Path:   Variety Lights --[has_tags]--> alberto lattuada --[(INV) has_tags]--> The Overcoat --[has_tags]--> alberto lattuada
Path (Raw):       Variety Lights --[has_tags]--> alberto lattuada --[(INV) has_tags]--> The Overcoat --[has_tags]--> alberto lattuada
Neg LogProb(↓):   0.006748
Path Entropy(↓):  0.043135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the karate kid
Start Entity:     The Karate Kid
Gold Answer:      [['John Fusco', 'Miles Millar', 'Alfred Gough', 'Gordon Chan', 'Will Smith', 'Dale Launer', "John O'Brien", 'Tom Ackermann', 'Everett De Roche', 'Dick Christie', 'James Glickenhaus', 'Stanley Tong', 'David M. Rosenthal', 'Jules Verne', 'David Koepp', 'David Simkins', 'Jonathan Hensleigh', 'E. Max Frye', 'Leslie Charteris', 'Wesley Strick', 'Katherine Brooks', 'Vincent Kok', 'Gary Whitta', 'Shonda Rhimes', 'Jackie Chan', 'James Hadley Chase', 'M. Night Shyamalan', 'James Burke', 'S.E. Hinton', 'Lee David Zlotoff', 'Robert Mark Kamen', 'Heywood Gould', 'Mike Figgis']]
Predicted Ans:    Gordon Chan
Predicted Path:   The Karate Kid --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[written_by]--> Gordon Chan
Path (Raw):       The Karate Kid --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[written_by]--> Gordon Chan
Neg LogProb(↓):   0.410589
Path Entropy(↓):  1.176155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by susan penhaligon
Start Entity:     Susan Penhaligon
Gold Answer:      [['Kevin Connor']]
Predicted Ans:    Kevin Connor
Predicted Path:   Susan Penhaligon --[(INV) starred_actors]--> The Land That Time Forgot --[directed_by]--> Kevin Connor
Path (Raw):       Susan Penhaligon --[No Operation]--> Susan Penhaligon --[(INV) starred_actors]--> The Land That Time Forgot --[directed_by]--> Kevin Connor
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of dream house is also the director of which movies
Start Entity:     Dream House
Gold Answer:      [['In America', 'My Left Foot', 'The Field', "Get Rich or Die Tryin'", 'In the Name of the Father', 'Brothers', 'The Boxer']]
Predicted Ans:    In America
Predicted Path:   Dream House --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> In America
Path (Raw):       Dream House --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> In America --[No Operation]--> In America
Neg LogProb(↓):   0.807576
Path Entropy(↓):  1.535482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for white man's burden
Start Entity:     White Man's Burden
Gold Answer:      [['Desmond Nakano']]
Predicted Ans:    Desmond Nakano
Predicted Path:   White Man's Burden --[directed_by]--> Desmond Nakano --[(INV) directed_by]--> White Man's Burden --[directed_by]--> Desmond Nakano
Path (Raw):       White Man's Burden --[directed_by]--> Desmond Nakano --[(INV) directed_by]--> White Man's Burden --[directed_by]--> Desmond Nakano
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by greg mclean
Start Entity:     Greg McLean
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Greg McLean --[(INV) directed_by]--> Wolf Creek 2 --[has_genre]--> Horror
Path (Raw):       Greg McLean --[No Operation]--> Greg McLean --[(INV) directed_by]--> Wolf Creek 2 --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by sanjeev kumar
Start Entity:     Sanjeev Kumar
Gold Answer:      [['Ramesh Sippy']]
Predicted Ans:    Ramesh Sippy
Predicted Path:   Sanjeev Kumar --[(INV) starred_actors]--> Sholay --[directed_by]--> Ramesh Sippy
Path (Raw):       Sanjeev Kumar --[No Operation]--> Sanjeev Kumar --[(INV) starred_actors]--> Sholay --[directed_by]--> Ramesh Sippy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe mikey and nicky
Start Entity:     Mikey and Nicky
Gold Answer:      [['elaine may']]
Predicted Ans:    elaine may
Predicted Path:   Mikey and Nicky --[has_tags]--> elaine may --[(INV) has_tags]--> A New Leaf --[has_tags]--> elaine may
Path (Raw):       Mikey and Nicky --[has_tags]--> elaine may --[(INV) has_tags]--> A New Leaf --[has_tags]--> elaine may
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in unbroken
Start Entity:     Unbroken
Gold Answer:      [['2008', '2005', '2010', '2014', '2012', '2011', '2013']]
Predicted Ans:    2014
Predicted Path:   Unbroken --[starred_actors]--> Jack O'Connell --[(INV) starred_actors]--> '71 --[release_year]--> 2014
Path (Raw):       Unbroken --[starred_actors]--> Jack O'Connell --[(INV) starred_actors]--> '71 --[release_year]--> 2014
Neg LogProb(↓):   0.140319
Path Entropy(↓):  0.529941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film doctor at sea
Start Entity:     Doctor at Sea
Gold Answer:      [['Liliana Cavani', 'Rainer Werner Fassbinder', 'Marc Allégret', 'J. Lee Thompson', 'John Schlesinger', 'Edward Dmytryk', 'Ralph Thomas', 'Basil Dearden', 'Alain Resnais', 'Roger Vadim', 'Johan Kling', 'Michel Boisrond', 'Anthony Asquith', 'Luchino Visconti', 'Joseph Losey', 'Louis Malle', 'Federico Fellini', 'Jack Conway', 'Lewis Gilbert']]
Predicted Ans:    John Schlesinger
Predicted Path:   Doctor at Sea --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[directed_by]--> John Schlesinger
Path (Raw):       Doctor at Sea --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.220344
Path Entropy(↓):  0.708959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is power
Start Entity:     Power
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Power --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Power --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.070746
Path Entropy(↓):  4.408612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by matthew perniciaro were in which genres
Start Entity:     Matthew Perniciaro
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Matthew Perniciaro --[(INV) written_by]--> Standing Still --[has_genre]--> Comedy
Path (Raw):       Matthew Perniciaro --[No Operation]--> Matthew Perniciaro --[(INV) written_by]--> Standing Still --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of mash
Start Entity:     MASH
Gold Answer:      [['Liv Tyler', 'Philip Baker Hall', 'Michael Gambon', 'Nina van Pallandt', 'Miranda Richardson', 'Jennifer Jason Leigh', 'Bibi Andersson', 'Julianne Moore', 'Glenn Close', 'Harvey Keitel', 'Mark Rydell', 'Kenneth Branagh', 'Sally Kellerman', 'James Caan', 'Elliott Gould', 'Karen Black', 'Shelley Duvall', "Chris O'Donnell", 'Barbara Baxley', 'David Arkin', 'Sam Shepard', 'Sissy Spacek', 'Daryl Hannah', 'Jack Lemmon', 'Sterling Hayden', 'Martin Gabel', 'Embeth Davidtz', 'Jane Curtin', 'Paul Dooley', 'Neill Barry', 'Janice Rule', 'Fernando Rey', 'Mitchell Lichtenstein', 'Robin Williams', 'Ned Beatty', 'David Alan Grier', 'Neve Campbell', 'Sandy Dennis', 'Michael Burns', 'Vittorio Gassman', 'Kim Basinger', 'Bud Cort', 'James Dean', 'Harry Belafonte', 'Paul Newman', 'Robert Duvall', 'Malcolm McDowell', 'Harry Dean Stanton', 'Mia Farrow', 'Michael Murphy', 'Joel Grey', 'Randy Quaid', 'Matthew Modine', 'George Segal', 'Kristin Scott Thomas', 'Keith Carradine', 'Woody Harrelson', 'Tim Robbins', 'Michael Wright', 'Andie MacDowell', 'Carol Burnett', 'Tommy Lee Jones', 'Maggie Smith']]
Predicted Ans:    Jack Lemmon
Predicted Path:   MASH --[directed_by]--> Robert Altman --[(INV) directed_by]--> Short Cuts --[starred_actors]--> Jack Lemmon
Path (Raw):       MASH --[directed_by]--> Robert Altman --[(INV) directed_by]--> Short Cuts --[starred_actors]--> Jack Lemmon
Neg LogProb(↓):   0.450972
Path Entropy(↓):  1.320963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by takashi miike in
Start Entity:     Takashi Miike
Gold Answer:      [['Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Takashi Miike --[(INV) directed_by]--> Yatterman --[has_genre]--> Comedy
Path (Raw):       Takashi Miike --[No Operation]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[has_genre]--> Comedy
Neg LogProb(↓):   0.573580
Path Entropy(↓):  1.126507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of robert florey
Start Entity:     Robert Florey
Gold Answer:      [['Arthur Conan Doyle', 'Reginald Owen', 'Edgar Allan Poe']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Robert Florey --[(INV) written_by]--> Murders in the Rue Morgue --[written_by]--> Edgar Allan Poe
Path (Raw):       Robert Florey --[No Operation]--> Robert Florey --[(INV) written_by]--> Murders in the Rue Morgue --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.013223
Path Entropy(↓):  0.078777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by anthony waller release
Start Entity:     Anthony Waller
Gold Answer:      [['1994', '1997']]
Predicted Ans:    1997
Predicted Path:   Anthony Waller --[(INV) directed_by]--> An American Werewolf in Paris --[release_year]--> 1997
Path (Raw):       Anthony Waller --[No Operation]--> Anthony Waller --[(INV) directed_by]--> An American Werewolf in Paris --[release_year]--> 1997
Neg LogProb(↓):   0.113738
Path Entropy(↓):  0.345195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film everything put together
Start Entity:     Everything Put Together
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Everything Put Together --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Everything Put Together --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.027296
Path Entropy(↓):  4.639414
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of white bird in a blizzard
Start Entity:     White Bird in a Blizzard
Gold Answer:      [['Scott Heim', 'Dylan Haggerty', 'Gregg Araki']]
Predicted Ans:    Gregg Araki
Predicted Path:   White Bird in a Blizzard --[directed_by]--> Gregg Araki --[(INV) directed_by]--> Splendor --[written_by]--> Gregg Araki
Path (Raw):       White Bird in a Blizzard --[directed_by]--> Gregg Araki --[(INV) directed_by]--> Splendor --[written_by]--> Gregg Araki
Neg LogProb(↓):   0.532775
Path Entropy(↓):  0.768667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie midnight cowboy, when was it released
Start Entity:     Midnight Cowboy
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Midnight Cowboy --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Path (Raw):       Midnight Cowboy --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Neg LogProb(↓):   2.347629
Path Entropy(↓):  3.467325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of miss potter
Start Entity:     Miss Potter
Gold Answer:      [['George Miller', 'Chris Noonan']]
Predicted Ans:    George Miller
Predicted Path:   Miss Potter --[directed_by]--> Chris Noonan --[(INV) directed_by]--> Babe --[written_by]--> George Miller
Path (Raw):       Miss Potter --[directed_by]--> Chris Noonan --[(INV) directed_by]--> Babe --[written_by]--> George Miller
Neg LogProb(↓):   0.079195
Path Entropy(↓):  0.269706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the kids are all right
Start Entity:     The Kids Are All Right
Gold Answer:      [['W. Somerset Maugham', 'Ryan Murphy', 'Garry Shandling', 'Mildred Cram', 'Edward Zwick', 'Delmer Daves', 'Rodrigo García', 'Augusten Burroughs', 'William Shakespeare', 'Arie Posin', 'Robert Towne', 'James Toback', 'Dean Jennings', 'Warren Beatty', 'Michelle Morgan', 'Ronald Harwood', 'Ian McKellen', 'Jim Thompson', 'Donald Ogden Stewart', 'Neil Jordan', 'Choderlos de Laclos', 'Leo McCarey', 'Donald E. Westlake', 'Alan Ball', 'Matthew McDuffie', 'Aaron Sorkin', 'Irwin Winkler', 'John Hughes', 'Jonathan Gems']]
Predicted Ans:    Edward Zwick
Predicted Path:   The Kids Are All Right --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> The Siege --[written_by]--> Edward Zwick
Path (Raw):       The Kids Are All Right --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> The Siege --[written_by]--> Edward Zwick
Neg LogProb(↓):   0.811562
Path Entropy(↓):  1.691236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by gulliver's travels actors
Start Entity:     Gulliver's Travels
Gold Answer:      [['French', 'Sioux', 'English', 'Turkish', 'Italian']]
Predicted Ans:    French
Predicted Path:   Gulliver's Travels --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[in_language]--> French
Path (Raw):       Gulliver's Travels --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[in_language]--> French
Neg LogProb(↓):   0.329352
Path Entropy(↓):  0.593530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of ulysses'gaze
Start Entity:     Ulysses' Gaze
Gold Answer:      [['Face to Face', 'The Sacrifice']]
Predicted Ans:    Face to Face
Predicted Path:   Ulysses' Gaze --[starred_actors]--> Erland Josephson --[(INV) starred_actors]--> Face to Face
Path (Raw):       Ulysses' Gaze --[starred_actors]--> Erland Josephson --[No Operation]--> Erland Josephson --[(INV) starred_actors]--> Face to Face
Neg LogProb(↓):   0.035314
Path Entropy(↓):  0.152567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the paper chase also appears in which films
Start Entity:     The Paper Chase
Gold Answer:      [['Mio in the Land of Faraway', 'Ghost Story', 'High Risk', 'The Last Picture Show', 'Johnny Got His Gun', 'Nighthawks', 'Holiday in Handcuffs', 'A Small Town in Texas', 'Rollercoaster', 'Love and Pain and the Whole Damn Thing']]
Predicted Ans:    Johnny Got His Gun
Predicted Path:   The Paper Chase --[starred_actors]--> Timothy Bottoms --[(INV) starred_actors]--> Johnny Got His Gun
Path (Raw):       The Paper Chase --[starred_actors]--> Timothy Bottoms --[No Operation]--> Timothy Bottoms --[(INV) starred_actors]--> Johnny Got His Gun
Neg LogProb(↓):   0.103001
Path Entropy(↓):  0.402091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of a special day also starred in which movies
Start Entity:     A Special Day
Gold Answer:      [['The Black Orchid', 'Lady Liberty', 'The Cassandra Crossing', 'What?', 'Legend of the Lost', 'Divorce Italian Style', 'Leo the Last', 'La Grande Bouffe', 'Topaz', 'La Notte', 'Dark Eyes', 'Arabesque', 'Three Lives and Only One Death', 'Voyage to the Beginning of the World', 'The Pride and the Passion', 'Bye Bye Monkey', 'The Fall of the Roman Empire', 'City of Women', 'Man of La Mancha', 'A Countess from Hong Kong', 'Casanova 70', 'The Key', 'Grumpier Old Men', 'The 10th Victim', 'Firepower', 'Houseboat', 'Two Women', 'Attila', 'El Cid', '8½', 'Desire Under the Elms', 'Yesterday, Today and Tomorrow', 'Between Strangers', 'The Stranger', 'It Started in Naples', 'Ginger and Fred', 'Boy on a Dolphin']]
Predicted Ans:    La Grande Bouffe
Predicted Path:   A Special Day --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Grande Bouffe
Path (Raw):       A Special Day --[starred_actors]--> Marcello Mastroianni --[No Operation]--> Marcello Mastroianni --[(INV) starred_actors]--> La Grande Bouffe
Neg LogProb(↓):   0.772515
Path Entropy(↓):  1.467401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie the story of the weeping camel
Start Entity:     The Story of the Weeping Camel
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Family
Predicted Path:   The Story of the Weeping Camel --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       The Story of the Weeping Camel --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   2.019641
Path Entropy(↓):  1.661723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of shadow of a doubt also starred in which films
Start Entity:     Shadow of a Doubt
Gold Answer:      [['The Pride of the Yankees', 'Gaslight', 'California Conquest', 'Niagara', 'The Man with a Cloak', 'Walk Softly, Stranger', 'Pursued', 'The Best Years of Our Lives', 'Latitude Zero', 'A Blueprint for Murder', 'The Abominable Dr. Phibes', 'The Hearse', 'Track of the Cat', "The Farmer's Daughter", 'Love Letters', 'Mrs. Miniver', 'Beyond the Forest', "Airport '77", 'The Third Man', 'Casanova Brown', 'Tora! Tora! Tora!', 'The Actress', 'The Magnificent Ambersons', 'The Men', 'The Killer Is Loose', 'The Last Sunset', 'Portrait of Jennie', 'Somewhere in Time', 'The Steel Trap', "I'll Be Seeing You", 'From the Earth to the Moon', 'Duel in the Sun', 'Enchantment']]
Predicted Ans:    The Men
Predicted Path:   Shadow of a Doubt --[starred_actors]--> Teresa Wright --[(INV) starred_actors]--> The Men
Path (Raw):       Shadow of a Doubt --[starred_actors]--> Teresa Wright --[No Operation]--> Teresa Wright --[(INV) starred_actors]--> The Men
Neg LogProb(↓):   0.989766
Path Entropy(↓):  1.906927
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the incredible hulk was
Start Entity:     The Incredible Hulk
Gold Answer:      [['Louis Leterrier']]
Predicted Ans:    Louis Leterrier
Predicted Path:   The Incredible Hulk --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[directed_by]--> Louis Leterrier
Path (Raw):       The Incredible Hulk --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[directed_by]--> Louis Leterrier
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of madhavan starred movies
Start Entity:     Madhavan
Gold Answer:      [['2009', '2007']]
Predicted Ans:    2009
Predicted Path:   Madhavan --[(INV) starred_actors]--> 3 Idiots --[release_year]--> 2009
Path (Raw):       Madhavan --[No Operation]--> Madhavan --[(INV) starred_actors]--> 3 Idiots --[release_year]--> 2009
Neg LogProb(↓):   0.146503
Path Entropy(↓):  0.398146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by will forte
Start Entity:     Will Forte
Gold Answer:      [['John Francis Daley', 'Jorma Taccone', 'Erica Rivinoja', 'Ron Barrett', 'Phil Lord', 'Bob Nelson']]
Predicted Ans:    Phil Lord
Predicted Path:   Will Forte --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs 2 --[written_by]--> Phil Lord
Path (Raw):       Will Forte --[No Operation]--> Will Forte --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs 2 --[written_by]--> Phil Lord
Neg LogProb(↓):   1.047728
Path Entropy(↓):  1.476562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the assignment
Start Entity:     The Assignment
Gold Answer:      [['Boot Camp', 'Coco Chanel', 'Live Wire', 'Extreme Ops', 'Screamers', 'The Art of War']]
Predicted Ans:    Extreme Ops
Predicted Path:   The Assignment --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops
Path (Raw):       The Assignment --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[No Operation]--> Extreme Ops
Neg LogProb(↓):   0.624199
Path Entropy(↓):  1.045432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film blood out
Start Entity:     Blood Out
Gold Answer:      [['Jason Hewitt', "John A. O'Connell"]]
Predicted Ans:    John A. O'Connell
Predicted Path:   Blood Out --[written_by]--> Jason Hewitt --[(INV) written_by]--> Blood Out --[written_by]--> John A. O'Connell
Path (Raw):       Blood Out --[written_by]--> Jason Hewitt --[(INV) written_by]--> Blood Out --[written_by]--> John A. O'Connell
Neg LogProb(↓):   0.683576
Path Entropy(↓):  1.203208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by f. murray abraham
Start Entity:     F. Murray Abraham
Gold Answer:      [['Gus Van Sant']]
Predicted Ans:    Gus Van Sant
Predicted Path:   F. Murray Abraham --[(INV) starred_actors]--> Finding Forrester --[directed_by]--> Gus Van Sant
Path (Raw):       F. Murray Abraham --[No Operation]--> F. Murray Abraham --[(INV) starred_actors]--> Finding Forrester --[directed_by]--> Gus Van Sant
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with blood relatives fall under
Start Entity:     Blood Relatives
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Blood Relatives --[written_by]--> Claude Chabrol --[(INV) written_by]--> Wedding in Blood --[has_genre]--> Thriller
Path (Raw):       Blood Relatives --[written_by]--> Claude Chabrol --[(INV) written_by]--> Wedding in Blood --[has_genre]--> Thriller
Neg LogProb(↓):   0.633849
Path Entropy(↓):  1.011901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the andromeda strain
Start Entity:     The Andromeda Strain
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Julie Andrews', 'Rossana Podestà', 'Theodore Bikel', 'Simon Oakland', 'Walter Slezak', 'Keanu Reeves', 'Jacques Sernas', 'Lawrence Tierney', 'Claire Trevor', 'Hugh Marlowe', 'Andrew McCarthy', 'Julie Harris', 'Anthony Hopkins', 'Candice Bergen', 'Richard Basehart', 'William Holden', 'Barbara Stanwyck', 'Russ Tamblyn', 'Fredric March', 'Robert Mitchum', 'Susan Hayward', 'Valentina Cortese', 'William Lundigan', 'Paul Douglas', 'Audrey Totter', 'Ruby Dee', 'Bela Lugosi', 'Stanley Baker', 'Christopher Plummer', 'Richard Johnson', 'Patricia Neal', 'Cedric Hardwicke', 'Lili Taylor', 'Owen Wilson', 'James Cagney', 'Michael Rennie', 'Harry Belafonte', 'Barbara Bel Geddes', 'Shirley MacLaine', 'Liam Neeson', 'Robert Ryan', 'Richard Crenna', 'Claire Bloom', 'Boris Karloff', 'Richard Burton', 'Nastassja Kinski', 'George C. Scott', 'Anthony Franciosa', 'Marsha Mason', 'Jean Simmons', 'Nick Offerman', 'Jess Weixler', 'Susan Swift', 'Keith Poulson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'Rita Moreno', 'Richard Beymer']]
Predicted Ans:    Keanu Reeves
Predicted Path:   The Andromeda Strain --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves
Path (Raw):       The Andromeda Strain --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.263772
Path Entropy(↓):  0.850673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie while she was out
Start Entity:     While She Was Out
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   While She Was Out --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       While She Was Out --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.738353
Path Entropy(↓):  3.329715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with cat and dog in
Start Entity:     Cat and Dog
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Cat and Dog --[written_by]--> Bruno Corbucci --[(INV) written_by]--> Delitto a Porta Romana --[in_language]--> Italian
Path (Raw):       Cat and Dog --[written_by]--> Bruno Corbucci --[(INV) written_by]--> Delitto a Porta Romana --[in_language]--> Italian
Neg LogProb(↓):   0.393828
Path Entropy(↓):  0.664791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of such good friends
Start Entity:     Such Good Friends
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Such Good Friends --[written_by]--> Elaine May --[(INV) written_by]--> Ishtar --[has_genre]--> Comedy
Path (Raw):       Such Good Friends --[written_by]--> Elaine May --[(INV) written_by]--> Ishtar --[has_genre]--> Comedy
Neg LogProb(↓):   0.097555
Path Entropy(↓):  0.365811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the killing of a chinese bookie
Start Entity:     The Killing of a Chinese Bookie
Gold Answer:      [['Sidney Lumet', 'John Cassavetes', 'Milcho Manchevski', 'Sebastián Lelio', 'Nick Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   The Killing of a Chinese Bookie --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[directed_by]--> John Cassavetes
Path (Raw):       The Killing of a Chinese Bookie --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[directed_by]--> John Cassavetes
Neg LogProb(↓):   0.242243
Path Entropy(↓):  0.819908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dynamite are written by who
Start Entity:     Dynamite
Gold Answer:      [['Andrew Solt', 'Guy Endore', 'Frances Marion', 'Aleksandr Dulerayn', 'Jamie Bradshaw', 'Irma von Cube', 'John Steinbeck', 'Allen Vincent', 'Eugene Solow', 'Allen Rivkin', 'Max Brand', 'Laura Kerr', 'Hella Wuolijoki', 'Ben Hecht', 'Richard Brooks', 'Horton Foote', 'Ludwig Wolff', 'Jean Renoir', "Eugene O'Neill"]]
Predicted Ans:    Ben Hecht
Predicted Path:   Dynamite --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Whirlpool --[written_by]--> Ben Hecht
Path (Raw):       Dynamite --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Whirlpool --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.635911
Path Entropy(↓):  1.284373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film elysium
Start Entity:     Elysium
Gold Answer:      [['Wendy Orr', 'N. Richard Nash', 'Patricia Highsmith', 'Gerald Ayres', 'Michael Hoffman', 'Rachel Kronstadt Mann', 'Ann Louise Bardach', 'George Clooney', 'Benjamin Mee', 'Roman Polanski', 'Grant Heslov', 'Mark Levin', 'Jennifer Flackett', 'Daniel Vigne', 'Robert Ludlum', 'Ben Affleck', 'John Krasinski', 'Laird Koenig', 'Yasmina Reza', 'Philip K. Dick', 'John Irving', 'Richard LaGravenese', 'Alan Parker', 'Roy Huggins', 'Cormac McCarthy', 'David Koepp', 'Gus Van Sant', 'Steven Pressfield', 'Casey Affleck', 'Dave Eggers', 'Francis Ford Coppola', 'John Grisham', 'Matt Damon', 'Scott Z. Burns', 'Mary Rodgers', 'Eric Roth', 'Marguerite Roberts', 'Kurt Eichenwald', 'Charles Portis', 'Michael Innes', 'Anthony Minghella', 'Cameron Crowe', 'Tony Gilroy', 'Anna Leonowens', 'Thomas Harris', 'William Goldman', 'George Nolfi', 'William Monahan', 'Tony Richardson', 'Kyle Killen', 'Robert M. Edsel', 'Robbie Robertson', 'Scott Thorson', 'Ann Druyan', 'Carl Sagan', 'Tom Topor', 'Russell Gewirtz', 'Delphine Gleize', 'John Carlin', 'Mark Handley']]
Predicted Ans:    Russell Gewirtz
Predicted Path:   Elysium --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Path (Raw):       Elysium --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Neg LogProb(↓):   0.725248
Path Entropy(↓):  1.346320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed humoresque
Start Entity:     Humoresque
Gold Answer:      [['Jean Negulesco']]
Predicted Ans:    Jean Negulesco
Predicted Path:   Humoresque --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Daddy Long Legs --[directed_by]--> Jean Negulesco
Path (Raw):       Humoresque --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Daddy Long Legs --[directed_by]--> Jean Negulesco
Neg LogProb(↓):   0.190849
Path Entropy(↓):  0.645681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the fisher king
Start Entity:     The Fisher King
Gold Answer:      [['Eric Idle', 'Ehren Kruger', 'Terry Jones', 'Pat Rushin', 'Graham Chapman', 'Terry Gilliam', 'Hunter S. Thompson', 'Tony Grisoni', 'John Cleese', 'Mitch Cullin', 'Tom Stoppard', 'Lewis Carroll', 'Michael Palin', 'Charles McKeown']]
Predicted Ans:    Terry Gilliam
Predicted Path:   The Fisher King --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[written_by]--> Terry Gilliam
Path (Raw):       The Fisher King --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[written_by]--> Terry Gilliam
Neg LogProb(↓):   0.551168
Path Entropy(↓):  1.308980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter rupert harvey co - wrote films with who
Start Entity:     Rupert Harvey
Gold Answer:      [['David J. Schow', 'Barry Opper', 'Joseph Lyle']]
Predicted Ans:    Rupert Harvey
Predicted Path:   Rupert Harvey --[(INV) written_by]--> Critters 4 --[written_by]--> Rupert Harvey
Path (Raw):       Rupert Harvey --[No Operation]--> Rupert Harvey --[(INV) written_by]--> Critters 4 --[written_by]--> Rupert Harvey
Neg LogProb(↓):   0.116708
Path Entropy(↓):  0.431349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film toys were in which languages
Start Entity:     Toys
Gold Answer:      [['Turkish', 'Polish', 'German']]
Predicted Ans:    German
Predicted Path:   Toys --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Path (Raw):       Toys --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Neg LogProb(↓):   0.052835
Path Entropy(↓):  0.228762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the proposition actors
Start Entity:     The Proposition
Gold Answer:      [['Roy Carlson', 'Michael Mann', 'Mary Shelley', 'James Fenimore Cooper', 'Lester Wm. Berke', 'Martin Bergman', 'Josann McGibbon', 'Loring Mandel', 'Scott Frank', 'William Shakespeare', 'Jim Kouf', 'Robert Dillon', 'Ken Friedman', 'Sara Parriott', 'Dan Lewandowski', 'Rita Rudner', 'Jon Blair', 'Kenneth Branagh', 'Richard Condon', 'William H. Macy', 'Janet Roach', 'Millard Kaufman', 'Steven Schachter', 'Philip K. Dick', 'Jim Harrison', 'John McPartland', 'Yolande Turner', 'James Naughtie', 'Nicholas Conde', 'John Grisham', 'Radha Bharadwaj', 'Dana Stevens', 'Peter Lefcourt', 'Tom Holland', 'Morton S. Fine', 'Adrian Hodges', 'Colin Clark', 'Robert Bloch', 'Oliver Parker', 'Adam Marcus', 'Gabriel Sabloff', 'Anne Frank', 'Timothy Ratajczak', 'Wallace Wolodarsky', 'Jerome Bixby', 'Anne Spielberg', 'Gary Ross', 'Peter Morgan']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Proposition --[starred_actors]--> Kenneth Branagh --[(INV) starred_actors]--> Othello --[written_by]--> William Shakespeare
Path (Raw):       The Proposition --[starred_actors]--> Kenneth Branagh --[(INV) starred_actors]--> Othello --[written_by]--> William Shakespeare
Neg LogProb(↓):   1.025687
Path Entropy(↓):  2.182590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did roy moore write
Start Entity:     Roy Moore
Gold Answer:      [['Black Christmas']]
Predicted Ans:    Black Christmas
Predicted Path:   Roy Moore --[(INV) written_by]--> Black Christmas --[written_by]--> Roy Moore --[(INV) written_by]--> Black Christmas
Path (Raw):       Roy Moore --[(INV) written_by]--> Black Christmas --[written_by]--> Roy Moore --[(INV) written_by]--> Black Christmas
Neg LogProb(↓):   2.084965
Path Entropy(↓):  2.109765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in harry potter and the order of the phoenix
Start Entity:     Harry Potter and the Order of the Phoenix
Gold Answer:      [['Marc Rosenberg', 'Steve Kloves', 'David Haig', 'Michael Noonan', 'Joe Hill']]
Predicted Ans:    Michael Goldenberg
Predicted Path:   Harry Potter and the Order of the Phoenix --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> Harry Potter and the Order of the Phoenix --[written_by]--> Michael Goldenberg
Path (Raw):       Harry Potter and the Order of the Phoenix --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> Harry Potter and the Order of the Phoenix --[written_by]--> Michael Goldenberg
Neg LogProb(↓):   0.895744
Path Entropy(↓):  1.388146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by susanna nicchiarelli
Start Entity:     Susanna Nicchiarelli
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Susanna Nicchiarelli --[(INV) written_by]--> Cosmonaut --[in_language]--> Italian
Path (Raw):       Susanna Nicchiarelli --[No Operation]--> Susanna Nicchiarelli --[(INV) written_by]--> Cosmonaut --[in_language]--> Italian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of rocky v
Start Entity:     Rocky V
Gold Answer:      [['French', 'English', 'Chinese', 'Hindi']]
Predicted Ans:    English
Predicted Path:   Rocky V --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[in_language]--> English
Path (Raw):       Rocky V --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[in_language]--> English
Neg LogProb(↓):   0.107280
Path Entropy(↓):  0.400982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by walt becker released
Start Entity:     Walt Becker
Gold Answer:      [['2002', '2007', '2009']]
Predicted Ans:    2007
Predicted Path:   Walt Becker --[(INV) directed_by]--> Wild Hogs --[release_year]--> 2007
Path (Raw):       Walt Becker --[No Operation]--> Walt Becker --[(INV) directed_by]--> Wild Hogs --[release_year]--> 2007
Neg LogProb(↓):   0.191888
Path Entropy(↓):  0.583719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie common
Start Entity:     Common
Gold Answer:      [['Barry Levinson', 'Robert Altman', 'James Toback', 'William Monahan', 'Russell Hoban', 'Harold Pinter', 'David Hare', 'Bob Balaban', 'Andrew Kevin Walker', 'Kevin Yagher', 'Julian Fellowes', 'Washington Irving']]
Predicted Ans:    Julian Fellowes
Predicted Path:   Common --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[written_by]--> Julian Fellowes
Path (Raw):       Common --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[written_by]--> Julian Fellowes
Neg LogProb(↓):   0.329282
Path Entropy(↓):  0.943551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed bringing up baby
Start Entity:     Bringing Up Baby
Gold Answer:      [['French', 'Swahili', 'German']]
Predicted Ans:    German
Predicted Path:   Bringing Up Baby --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       Bringing Up Baby --[directed_by]--> Howard Hawks --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.060220
Path Entropy(↓):  0.230230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie xxy were in which genres
Start Entity:     XXY
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   XXY --[directed_by]--> Lucía Puenzo --[(INV) directed_by]--> XXY --[has_genre]--> Drama
Path (Raw):       XXY --[directed_by]--> Lucía Puenzo --[(INV) directed_by]--> XXY --[has_genre]--> Drama
Neg LogProb(↓):   0.160975
Path Entropy(↓):  0.421338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the witch who came from the sea also directed which films
Start Entity:     The Witch Who Came from the Sea
Gold Answer:      [['Butterfly']]
Predicted Ans:    Butterfly
Predicted Path:   The Witch Who Came from the Sea --[directed_by]--> Matt Cimber --[(INV) directed_by]--> Butterfly
Path (Raw):       The Witch Who Came from the Sea --[directed_by]--> Matt Cimber --[(INV) directed_by]--> Butterfly --[No Operation]--> Butterfly
Neg LogProb(↓):   0.632419
Path Entropy(↓):  0.763303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with waiting to exhale
Start Entity:     Waiting to Exhale
Gold Answer:      [['How Stella Got Her Groove Back']]
Predicted Ans:    Waiting to Exhale
Predicted Path:   Waiting to Exhale --[written_by]--> Terry McMillan --[(INV) written_by]--> Waiting to Exhale
Path (Raw):       Waiting to Exhale --[written_by]--> Terry McMillan --[(INV) written_by]--> Waiting to Exhale --[No Operation]--> Waiting to Exhale
Neg LogProb(↓):   0.108668
Path Entropy(↓):  0.343714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films written by christopher hawthorne
Start Entity:     Christopher Hawthorne
Gold Answer:      [['Bob Balaban']]
Predicted Ans:    Bob Balaban
Predicted Path:   Christopher Hawthorne --[(INV) written_by]--> Parents --[directed_by]--> Bob Balaban
Path (Raw):       Christopher Hawthorne --[No Operation]--> Christopher Hawthorne --[(INV) written_by]--> Parents --[directed_by]--> Bob Balaban
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by eric alter
Start Entity:     Eric Alter
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Eric Alter --[(INV) written_by]--> The Experts --[release_year]--> 1989
Path (Raw):       Eric Alter --[No Operation]--> Eric Alter --[(INV) written_by]--> The Experts --[release_year]--> 1989
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film extreme movie
Start Entity:     Extreme Movie
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2008
Predicted Path:   Extreme Movie --[written_by]--> Andrew Jacobson --[(INV) written_by]--> Extreme Movie --[release_year]--> 2008
Path (Raw):       Extreme Movie --[written_by]--> Andrew Jacobson --[(INV) written_by]--> Extreme Movie --[release_year]--> 2008
Neg LogProb(↓):   0.581377
Path Entropy(↓):  0.748778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie did maureen medved write
Start Entity:     Maureen Medved
Gold Answer:      [['The Tracey Fragments']]
Predicted Ans:    The Tracey Fragments
Predicted Path:   Maureen Medved --[(INV) written_by]--> The Tracey Fragments --[written_by]--> Maureen Medved --[(INV) written_by]--> The Tracey Fragments
Path (Raw):       Maureen Medved --[(INV) written_by]--> The Tracey Fragments --[written_by]--> Maureen Medved --[(INV) written_by]--> The Tracey Fragments
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie hamlet in
Start Entity:     Hamlet
Gold Answer:      [['Russian']]
Predicted Ans:    English
Predicted Path:   Hamlet --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Hamlet --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   3.684496
Path Entropy(↓):  4.514346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of sucker punch
Start Entity:     Sucker Punch
Gold Answer:      [['Watchmen', 'Man of Steel', '300', 'Dawn of the Dead']]
Predicted Ans:    Watchmen
Predicted Path:   Sucker Punch --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Watchmen
Path (Raw):       Sucker Punch --[No Operation]--> Sucker Punch --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Watchmen
Neg LogProb(↓):   0.027143
Path Entropy(↓):  0.143209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was michael pergolani an actor in
Start Entity:     Michael Pergolani
Gold Answer:      [['The Inglorious Bastards']]
Predicted Ans:    The Inglorious Bastards
Predicted Path:   Michael Pergolani --[(INV) starred_actors]--> The Inglorious Bastards --[written_by]--> Sergio Grieco --[(INV) written_by]--> The Inglorious Bastards
Path (Raw):       Michael Pergolani --[(INV) starred_actors]--> The Inglorious Bastards --[written_by]--> Sergio Grieco --[(INV) written_by]--> The Inglorious Bastards
Neg LogProb(↓):   0.104529
Path Entropy(↓):  0.373001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with hunting elephants in
Start Entity:     Hunting Elephants
Gold Answer:      [['English', 'Russian', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Hunting Elephants --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[in_language]--> Spanish
Path (Raw):       Hunting Elephants --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[in_language]--> Spanish
Neg LogProb(↓):   0.216821
Path Entropy(↓):  0.493298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with thx 1138
Start Entity:     THX 1138
Gold Answer:      [['Captain EO', 'Return to Oz', 'Indiana Jones and the Kingdom of the Crystal Skull', 'More American Graffiti', 'American Graffiti', 'Indiana Jones and the Last Crusade', 'Indiana Jones and the Temple of Doom', 'Radioland Murders', 'Willow', 'Raiders of the Lost Ark']]
Predicted Ans:    Raiders of the Lost Ark
Predicted Path:   THX 1138 --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark
Path (Raw):       THX 1138 --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[No Operation]--> Raiders of the Lost Ark
Neg LogProb(↓):   0.109554
Path Entropy(↓):  0.418420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor barry otto appeared in the same movie with who
Start Entity:     Barry Otto
Gold Answer:      [['Gia Carides', 'Lynette Curran', 'Özgü Namal', 'Murat Han', 'Talat Bulut']]
Predicted Ans:    Gia Carides
Predicted Path:   Barry Otto --[(INV) starred_actors]--> Bliss --[starred_actors]--> Gia Carides
Path (Raw):       Barry Otto --[No Operation]--> Barry Otto --[(INV) starred_actors]--> Bliss --[starred_actors]--> Gia Carides
Neg LogProb(↓):   0.119052
Path Entropy(↓):  0.432497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did scott thurman direct
Start Entity:     Scott Thurman
Gold Answer:      [['The Revisionaries']]
Predicted Ans:    The Revisionaries
Predicted Path:   Scott Thurman --[(INV) directed_by]--> The Revisionaries --[directed_by]--> Scott Thurman --[(INV) directed_by]--> The Revisionaries
Path (Raw):       Scott Thurman --[(INV) directed_by]--> The Revisionaries --[directed_by]--> Scott Thurman --[(INV) directed_by]--> The Revisionaries
Neg LogProb(↓):   0.000193
Path Entropy(↓):  0.001880
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of sorry, haters
Start Entity:     Sorry, Haters
Gold Answer:      [['Jeff Stanzler']]
Predicted Ans:    Jeff Stanzler
Predicted Path:   Sorry, Haters --[written_by]--> Jeff Stanzler --[(INV) written_by]--> Sorry, Haters --[written_by]--> Jeff Stanzler
Path (Raw):       Sorry, Haters --[written_by]--> Jeff Stanzler --[(INV) written_by]--> Sorry, Haters --[written_by]--> Jeff Stanzler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by andreas wilson
Start Entity:     Andreas Wilson
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Andreas Wilson --[(INV) starred_actors]--> Evil --[in_language]--> Swedish
Path (Raw):       Andreas Wilson --[No Operation]--> Andreas Wilson --[(INV) starred_actors]--> Evil --[in_language]--> Swedish
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001486
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the poughkeepsie tapes
Start Entity:     The Poughkeepsie Tapes
Gold Answer:      [['Steve Harris', 'Johnathon Schaech', 'Jennifer Carpenter', 'Jay Hernandez']]
Predicted Ans:    Ivar Brogger
Predicted Path:   The Poughkeepsie Tapes --[written_by]--> John Erick Dowdle --[(INV) written_by]--> The Poughkeepsie Tapes --[starred_actors]--> Ivar Brogger
Path (Raw):       The Poughkeepsie Tapes --[written_by]--> John Erick Dowdle --[(INV) written_by]--> The Poughkeepsie Tapes --[starred_actors]--> Ivar Brogger
Neg LogProb(↓):   0.030402
Path Entropy(↓):  0.156021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of madeleine
Start Entity:     Madeleine
Gold Answer:      [['The Most Dangerous Game', 'Time Without Pity', 'The Paradine Case']]
Predicted Ans:    The Paradine Case
Predicted Path:   Madeleine --[starred_actors]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case
Path (Raw):       Madeleine --[starred_actors]--> Ann Todd --[No Operation]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case
Neg LogProb(↓):   0.102549
Path Entropy(↓):  0.423537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of sumo do, sumo don't
Start Entity:     Sumo Do, Sumo Don't
Gold Answer:      [['Asaka Seto']]
Predicted Ans:    Asaka Seto
Predicted Path:   Sumo Do, Sumo Don't --[written_by]--> Masayuki Suo --[(INV) written_by]--> I Just Didn't Do It --[starred_actors]--> Asaka Seto
Path (Raw):       Sumo Do, Sumo Don't --[written_by]--> Masayuki Suo --[(INV) written_by]--> I Just Didn't Do It --[starred_actors]--> Asaka Seto
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film read my lips
Start Entity:     Read My Lips
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Read My Lips --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Path (Raw):       Read My Lips --[in_language]--> French --[(INV) in_language]--> The Other Son --[in_language]--> French
Neg LogProb(↓):   2.197516
Path Entropy(↓):  3.130662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie i. q.
Start Entity:     I.Q.
Gold Answer:      [['romantic', 'walter matthau', 'meg ryan', 'tim robbins', 'fred schepisi', 'romantic comedy']]
Predicted Ans:    tim robbins
Predicted Path:   I.Q. --[has_tags]--> tim robbins --[(INV) has_tags]--> Human Nature --[has_tags]--> tim robbins
Path (Raw):       I.Q. --[has_tags]--> tim robbins --[(INV) has_tags]--> Human Nature --[has_tags]--> tim robbins
Neg LogProb(↓):   0.122935
Path Entropy(↓):  0.412822
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed broken lullaby
Start Entity:     Broken Lullaby
Gold Answer:      [['Guy Bolton', 'Harry Segall', 'Carlos Saura', 'Elizabeth Taylor', 'Robert Hardy Andrews', 'Thomas Meehan', 'Ronny Graham', 'Miklós László', 'Samuel Hoffenstein', 'Warren Beatty', 'Billy Wilder', 'Charles Brackett', 'Victorien Sardou', 'Melchior Lengyel', 'Walter Reisch', 'Lothar Schmidt', 'Edwin Justus Mayer', 'Ernst Lubitsch', 'Samson Raphaelson', 'Ernest Vajda', 'Donald Ogden Stewart', 'Jules Chancel', 'Henri Meilhac', 'Ludovic Halévy', 'Neil Jordan', 'Leon Xanrof', 'Francesco Rosi', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Booth Tarkington', 'Hans Müller', 'Leopold Jacobson', 'Ben Hecht', 'Oscar Wilde', 'Margery Sharp', 'Elizabeth Reinhardt', 'Viktor Léon', 'Leo Stein', 'Joseph L. Mankiewicz', 'Thomas Bezucha', 'Prosper Mérimée']]
Predicted Ans:    Francesco Rosi
Predicted Path:   Broken Lullaby --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> Carmen --[written_by]--> Francesco Rosi
Path (Raw):       Broken Lullaby --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> Carmen --[written_by]--> Francesco Rosi
Neg LogProb(↓):   1.086236
Path Entropy(↓):  2.700793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film four nights with anna
Start Entity:     Four Nights with Anna
Gold Answer:      [['1982', '1978', '1970', '2010']]
Predicted Ans:    2008
Predicted Path:   Four Nights with Anna --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Four Nights with Anna --[release_year]--> 2008
Path (Raw):       Four Nights with Anna --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Four Nights with Anna --[release_year]--> 2008
Neg LogProb(↓):   0.991754
Path Entropy(↓):  1.395597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the writer of the stolen children
Start Entity:     The Stolen Children
Gold Answer:      [['Gianni Amelio']]
Predicted Ans:    Gianni Amelio
Predicted Path:   The Stolen Children --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Keys to the House --[written_by]--> Gianni Amelio
Path (Raw):       The Stolen Children --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Keys to the House --[written_by]--> Gianni Amelio
Neg LogProb(↓):   0.001592
Path Entropy(↓):  0.011893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did will ferrell act in
Start Entity:     Will Ferrell
Gold Answer:      [['The Other Guys', 'Curious George', 'Everything Must Go', 'Old School', 'Blades of Glory', 'Get Hard', 'Elf', 'Superstar', 'Bewitched', 'The Producers', 'Semi-Pro', 'Land of the Lost', 'A Night at the Roxbury', 'The Campaign', 'Step Brothers', 'Megamind']]
Predicted Ans:    Step Brothers
Predicted Path:   Will Ferrell --[(INV) starred_actors]--> Step Brothers --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers
Path (Raw):       Will Ferrell --[(INV) starred_actors]--> Step Brothers --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers
Neg LogProb(↓):   0.338272
Path Entropy(↓):  0.882443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with robert gustafsson
Start Entity:     Robert Gustafsson
Gold Answer:      [['Jonas Inde', 'Maria Kulle']]
Predicted Ans:    Robert Gustafsson
Predicted Path:   Robert Gustafsson --[(INV) starred_actors]--> Four Shades of Brown --[starred_actors]--> Robert Gustafsson
Path (Raw):       Robert Gustafsson --[No Operation]--> Robert Gustafsson --[(INV) starred_actors]--> Four Shades of Brown --[starred_actors]--> Robert Gustafsson
Neg LogProb(↓):   0.000901
Path Entropy(↓):  0.008087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by john galsworthy were directed by who
Start Entity:     John Galsworthy
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   John Galsworthy --[(INV) written_by]--> The Skin Game --[directed_by]--> Alfred Hitchcock
Path (Raw):       John Galsworthy --[No Operation]--> John Galsworthy --[(INV) written_by]--> The Skin Game --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.010644
Path Entropy(↓):  0.058682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in in my skin
Start Entity:     In My Skin
Gold Answer:      [['Marina de Van']]
Predicted Ans:    Marina de Van
Predicted Path:   In My Skin --[starred_actors]--> Marina de Van --[(INV) starred_actors]--> See the Sea --[starred_actors]--> Marina de Van
Path (Raw):       In My Skin --[starred_actors]--> Marina de Van --[(INV) starred_actors]--> See the Sea --[starred_actors]--> Marina de Van
Neg LogProb(↓):   0.001094
Path Entropy(↓):  0.008549
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of marcos carnevale written films
Start Entity:     Marcos Carnevale
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Marcos Carnevale --[(INV) written_by]--> Widows --[release_year]--> 2011
Path (Raw):       Marcos Carnevale --[No Operation]--> Marcos Carnevale --[(INV) written_by]--> Widows --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did james agee write
Start Entity:     James Agee
Gold Answer:      [['All the Way Home', 'The Night of the Hunter', 'The African Queen']]
Predicted Ans:    The African Queen
Predicted Path:   James Agee --[(INV) written_by]--> The African Queen --[written_by]--> James Agee --[(INV) written_by]--> The African Queen
Path (Raw):       James Agee --[(INV) written_by]--> The African Queen --[written_by]--> James Agee --[(INV) written_by]--> The African Queen
Neg LogProb(↓):   0.159337
Path Entropy(↓):  0.706089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by lorna maitland
Start Entity:     Lorna Maitland
Gold Answer:      [['Russ Meyer', 'James Griffith']]
Predicted Ans:    Russ Meyer
Predicted Path:   Lorna Maitland --[(INV) starred_actors]--> Lorna --[written_by]--> Russ Meyer
Path (Raw):       Lorna Maitland --[No Operation]--> Lorna Maitland --[(INV) starred_actors]--> Lorna --[written_by]--> Russ Meyer
Neg LogProb(↓):   0.040188
Path Entropy(↓):  0.166009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by olivier megaton
Start Entity:     Olivier Megaton
Gold Answer:      [['Luc Besson', 'Robert Mark Kamen']]
Predicted Ans:    Luc Besson
Predicted Path:   Olivier Megaton --[(INV) directed_by]--> Taken 3 --[written_by]--> Luc Besson
Path (Raw):       Olivier Megaton --[No Operation]--> Olivier Megaton --[(INV) directed_by]--> Taken 3 --[written_by]--> Luc Besson
Neg LogProb(↓):   0.037633
Path Entropy(↓):  0.160655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by karin viard
Start Entity:     Karin Viard
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Karin Viard --[(INV) starred_actors]--> Potiche --[in_language]--> French
Path (Raw):       Karin Viard --[No Operation]--> Karin Viard --[(INV) starred_actors]--> Potiche --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with lucky them in
Start Entity:     Lucky Them
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Lucky Them --[directed_by]--> Megan Griffiths --[(INV) directed_by]--> Eden --[in_language]--> French
Path (Raw):       Lucky Them --[directed_by]--> Megan Griffiths --[(INV) directed_by]--> Eden --[in_language]--> French
Neg LogProb(↓):   0.128687
Path Entropy(↓):  0.368418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of equilibrium also directed which films
Start Entity:     Equilibrium
Gold Answer:      [['Ultraviolet']]
Predicted Ans:    Equilibrium
Predicted Path:   Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Equilibrium
Path (Raw):       Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Equilibrium --[No Operation]--> Equilibrium
Neg LogProb(↓):   0.011376
Path Entropy(↓):  0.061995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films directed by lake bell
Start Entity:     Lake Bell
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lake Bell --[(INV) directed_by]--> In a World... --[has_genre]--> Comedy
Path (Raw):       Lake Bell --[No Operation]--> Lake Bell --[(INV) directed_by]--> In a World... --[has_genre]--> Comedy
Neg LogProb(↓):   0.008529
Path Entropy(↓):  0.054972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the steel helmet
Start Entity:     The Steel Helmet
Gold Answer:      [['Mark Hamill', 'James Shigeta', 'Richard Widmark', 'Beatrice Kay', 'Dolores Dorn', 'Glenn Corbett', 'Rod Taylor', 'Barbara Stanwyck', 'Cliff Robertson', 'Donna Reed', 'Anthony Eisley', 'Michael Dante', 'John Ireland', 'Broderick Crawford', 'Lee Marvin', 'Rod Steiger', 'Thelma Ritter', 'Victoria Shaw', 'Jeff Chandler', 'Ralph Meeker', 'Reed Hadley', 'Kristy McNichol', 'Richard Harris', 'Jean Peters', 'Constance Towers', 'John Derek', 'Barry Sullivan', 'Brian Keith', 'Al Lettieri', 'Vincent Price', 'Gene Evans', 'Mary Welch']]
Predicted Ans:    John Ireland
Predicted Path:   The Steel Helmet --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Path (Raw):       The Steel Helmet --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Neg LogProb(↓):   0.592582
Path Entropy(↓):  1.195499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the bourne ultimatum
Start Entity:     The Bourne Ultimatum
Gold Answer:      [['N. Richard Nash', 'Patricia Highsmith', 'Michael Hoffman', 'Neill Blomkamp', 'George Clooney', 'Benjamin Mee', 'Grant Heslov', 'Robert Ludlum', 'Ben Affleck', 'John Krasinski', 'Philip K. Dick', 'Richard LaGravenese', 'Cormac McCarthy', 'Gus Van Sant', 'Steven Pressfield', 'Casey Affleck', 'Dave Eggers', 'Francis Ford Coppola', 'John Grisham', 'Matt Damon', 'Scott Z. Burns', 'Eric Roth', 'Kurt Eichenwald', 'Marguerite Roberts', 'Charles Portis', 'Anthony Minghella', 'Cameron Crowe', 'Tony Gilroy', 'William Monahan', 'Robert M. Edsel', 'Scott Thorson', 'John Carlin', 'George Nolfi']]
Predicted Ans:    Tony Gilroy
Predicted Path:   The Bourne Ultimatum --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Tony Gilroy
Path (Raw):       The Bourne Ultimatum --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Tony Gilroy
Neg LogProb(↓):   1.247093
Path Entropy(↓):  1.970013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was alexandre de la patelliere a writer on
Start Entity:     Alexandre de La Patellière
Gold Answer:      [["What's in a Name?"]]
Predicted Ans:    What's in a Name?
Predicted Path:   Alexandre de La Patellière --[(INV) written_by]--> What's in a Name? --[written_by]--> Alexandre de La Patellière --[(INV) written_by]--> What's in a Name?
Path (Raw):       Alexandre de La Patellière --[(INV) written_by]--> What's in a Name? --[written_by]--> Alexandre de La Patellière --[(INV) written_by]--> What's in a Name?
Neg LogProb(↓):   0.114433
Path Entropy(↓):  0.453338
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the dog problem
Start Entity:     The Dog Problem
Gold Answer:      [['Scott Caan']]
Predicted Ans:    Scott Caan
Predicted Path:   The Dog Problem --[written_by]--> Scott Caan --[(INV) written_by]--> The Dog Problem --[directed_by]--> Scott Caan
Path (Raw):       The Dog Problem --[written_by]--> Scott Caan --[(INV) written_by]--> The Dog Problem --[directed_by]--> Scott Caan
Neg LogProb(↓):   0.002866
Path Entropy(↓):  0.019628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of dimples
Start Entity:     Dimples
Gold Answer:      [['Sons of the Desert', 'Susannah of the Mounties', 'You Were Never Lovelier', 'Stowaway', 'A Lady Takes a Chance', 'If I Had a Million', 'Borderline', 'Hot Saturday', 'Allegheny Uprising']]
Predicted Ans:    If I Had a Million
Predicted Path:   Dimples --[directed_by]--> William A. Seiter --[(INV) directed_by]--> If I Had a Million
Path (Raw):       Dimples --[No Operation]--> Dimples --[directed_by]--> William A. Seiter --[(INV) directed_by]--> If I Had a Million
Neg LogProb(↓):   0.515242
Path Entropy(↓):  1.199456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter robin harris co - wrote movies with who
Start Entity:     Robin Harris
Gold Answer:      [['Reginald Hudlin']]
Predicted Ans:    Robin Harris
Predicted Path:   Robin Harris --[(INV) written_by]--> Bébé's Kids --[written_by]--> Robin Harris
Path (Raw):       Robin Harris --[No Operation]--> Robin Harris --[(INV) written_by]--> Bébé's Kids --[written_by]--> Robin Harris
Neg LogProb(↓):   0.472694
Path Entropy(↓):  0.662466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies directed by the tell no one director
Start Entity:     Tell No One
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Tell No One --[directed_by]--> Guillaume Canet --[(INV) directed_by]--> Little White Lies --[has_genre]--> Drama
Path (Raw):       Tell No One --[directed_by]--> Guillaume Canet --[(INV) directed_by]--> Little White Lies --[has_genre]--> Drama
Neg LogProb(↓):   0.628883
Path Entropy(↓):  0.691287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film i wake up screaming are directed by who
Start Entity:     I Wake Up Screaming
Gold Answer:      [['Jean Negulesco', 'Nicolas Roeg', 'Irving Cummings', 'Cecil B. DeMille', 'Gottfried Reinhardt', 'Walter Lang', 'Henry Hathaway', 'Herbert Ross', 'Delmer Daves', 'Henry Koster', 'John Ford', 'Josef von Sternberg', 'Barbet Schroeder', 'Richard Fleischer', 'Hal Roach', 'Mervyn LeRoy', 'Anthony Mann', 'Robert Stevenson']]
Predicted Ans:    Delmer Daves
Predicted Path:   I Wake Up Screaming --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[directed_by]--> Delmer Daves
Path (Raw):       I Wake Up Screaming --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[directed_by]--> Delmer Daves
Neg LogProb(↓):   1.122389
Path Entropy(↓):  1.556052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of paul auster
Start Entity:     Paul Auster
Gold Answer:      [['Philip Haas', 'Wayne Wang']]
Predicted Ans:    Paul Auster
Predicted Path:   Paul Auster --[(INV) written_by]--> Smoke --[written_by]--> Paul Auster
Path (Raw):       Paul Auster --[No Operation]--> Paul Auster --[(INV) written_by]--> Smoke --[written_by]--> Paul Auster
Neg LogProb(↓):   0.578643
Path Entropy(↓):  0.690524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are movie co - writers of yasmina reza
Start Entity:     Yasmina Reza
Gold Answer:      [['Roman Polanski', 'Delphine Gleize']]
Predicted Ans:    Roman Polanski
Predicted Path:   Yasmina Reza --[(INV) written_by]--> Carnage --[written_by]--> Roman Polanski
Path (Raw):       Yasmina Reza --[No Operation]--> Yasmina Reza --[(INV) written_by]--> Carnage --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.001921
Path Entropy(↓):  0.014004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in speak
Start Entity:     Speak
Gold Answer:      [['Drama', 'Fantasy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Speak --[starred_actors]--> Kristen Stewart --[(INV) starred_actors]--> On the Road --[has_genre]--> Drama
Path (Raw):       Speak --[starred_actors]--> Kristen Stewart --[(INV) starred_actors]--> On the Road --[has_genre]--> Drama
Neg LogProb(↓):   0.244702
Path Entropy(↓):  0.575231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by rob hardy were in which genres
Start Entity:     Rob Hardy
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Rob Hardy --[(INV) directed_by]--> Trois --[has_genre]--> Thriller
Path (Raw):       Rob Hardy --[No Operation]--> Rob Hardy --[(INV) directed_by]--> Trois --[has_genre]--> Thriller
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.000921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of run lola run
Start Entity:     Run Lola Run
Gold Answer:      [['Franka Potente', 'Benno Fürmann']]
Predicted Ans:    Franka Potente
Predicted Path:   Run Lola Run --[written_by]--> Tom Tykwer --[(INV) written_by]--> The Princess and the Warrior --[starred_actors]--> Franka Potente
Path (Raw):       Run Lola Run --[written_by]--> Tom Tykwer --[(INV) written_by]--> The Princess and the Warrior --[starred_actors]--> Franka Potente
Neg LogProb(↓):   0.000836
Path Entropy(↓):  0.006973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with donovan's reef in
Start Entity:     Donovan's Reef
Gold Answer:      [['French', 'Swahili', 'Irish', 'Russian', 'German']]
Predicted Ans:    Irish
Predicted Path:   Donovan's Reef --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Donovan's Reef --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.043414
Path Entropy(↓):  0.227232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bedtime story were in which genres
Start Entity:     Bedtime Story
Gold Answer:      [['Romance', 'Family', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Bedtime Story --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Path (Raw):       Bedtime Story --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Neg LogProb(↓):   0.299164
Path Entropy(↓):  0.754751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by jessica forde
Start Entity:     Jessica Forde
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jessica Forde --[(INV) starred_actors]--> Four Adventures of Reinette and Mirabelle --[in_language]--> French
Path (Raw):       Jessica Forde --[No Operation]--> Jessica Forde --[(INV) starred_actors]--> Four Adventures of Reinette and Mirabelle --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie love liza
Start Entity:     Love Liza
Gold Answer:      [['2012', '2009']]
Predicted Ans:    2002
Predicted Path:   Love Liza --[directed_by]--> Todd Louiso --[(INV) directed_by]--> Love Liza --[release_year]--> 2002
Path (Raw):       Love Liza --[directed_by]--> Todd Louiso --[(INV) directed_by]--> Love Liza --[release_year]--> 2002
Neg LogProb(↓):   0.184695
Path Entropy(↓):  0.548738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by mariangela melato
Start Entity:     Mariangela Melato
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mariangela Melato --[(INV) starred_actors]--> Swept Away --[has_genre]--> Comedy
Path (Raw):       Mariangela Melato --[No Operation]--> Mariangela Melato --[(INV) starred_actors]--> Swept Away --[has_genre]--> Comedy
Neg LogProb(↓):   0.973604
Path Entropy(↓):  1.100610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film facing the giants
Start Entity:     Facing the Giants
Gold Answer:      [['2008', '2011', '2003']]
Predicted Ans:    2003
Predicted Path:   Facing the Giants --[written_by]--> Alex Kendrick --[(INV) written_by]--> Flywheel --[release_year]--> 2003
Path (Raw):       Facing the Giants --[written_by]--> Alex Kendrick --[(INV) written_by]--> Flywheel --[release_year]--> 2003
Neg LogProb(↓):   0.535155
Path Entropy(↓):  0.991668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with our town fall under
Start Entity:     Our Town
Gold Answer:      [['Music', 'Biography', 'Drama', 'Comedy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Our Town --[written_by]--> Harry Chandlee --[(INV) written_by]--> Our Town --[has_genre]--> Drama
Path (Raw):       Our Town --[written_by]--> Harry Chandlee --[(INV) written_by]--> Our Town --[has_genre]--> Drama
Neg LogProb(↓):   0.349184
Path Entropy(↓):  1.053313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the suspect
Start Entity:     The Suspect
Gold Answer:      [['Robert Siodmak']]
Predicted Ans:    Robert Siodmak
Predicted Path:   The Suspect --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror --[directed_by]--> Robert Siodmak
Path (Raw):       The Suspect --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Dark Mirror --[directed_by]--> Robert Siodmak
Neg LogProb(↓):   0.392574
Path Entropy(↓):  0.967880
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie life with father
Start Entity:     Life with Father
Gold Answer:      [['family', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Life with Father --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Life with Father --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.538394
Path Entropy(↓):  0.683818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by tony scott
Start Entity:     Tony Scott
Gold Answer:      [['1983', '1995', '1998', '2001', '1990', '1987', '2005', '1993', '1991', '1996', '2004', '2010', '1981', '1986']]
Predicted Ans:    1990
Predicted Path:   Tony Scott --[(INV) directed_by]--> Days of Thunder --[release_year]--> 1990
Path (Raw):       Tony Scott --[No Operation]--> Tony Scott --[(INV) directed_by]--> Days of Thunder --[release_year]--> 1990
Neg LogProb(↓):   1.239259
Path Entropy(↓):  2.219830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by aram avakian
Start Entity:     Aram Avakian
Gold Answer:      [['Jeffrey Bloom', 'Charles Grodin', 'Gerald A. Browne']]
Predicted Ans:    Jeffrey Bloom
Predicted Path:   Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse --[written_by]--> Jeffrey Bloom
Path (Raw):       Aram Avakian --[No Operation]--> Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse --[written_by]--> Jeffrey Bloom
Neg LogProb(↓):   0.001713
Path Entropy(↓):  0.012676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter joan littlewood co - wrote films with who
Start Entity:     Joan Littlewood
Gold Answer:      [['Charles Chilton']]
Predicted Ans:    Joan Littlewood
Predicted Path:   Joan Littlewood --[(INV) written_by]--> Oh! What a Lovely War --[written_by]--> Joan Littlewood
Path (Raw):       Joan Littlewood --[No Operation]--> Joan Littlewood --[(INV) written_by]--> Oh! What a Lovely War --[written_by]--> Joan Littlewood
Neg LogProb(↓):   0.002633
Path Entropy(↓):  0.018253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of the trip to bountiful
Start Entity:     The Trip to Bountiful
Gold Answer:      [['John Malkovich', 'Betty Field', 'Wilford Brimley', 'Burgess Meredith', 'Tess Harper', 'Lon Chaney Jr.', 'Gary Sinise', 'Robert Duvall', 'Ray Walston', 'Casey Siemaszko', 'Steve McQueen', 'Lee Remick', 'Gregory Peck', 'Betty Buckley', 'Jane Fonda', 'Michael Caine', 'Charles Bickford']]
Predicted Ans:    Steve McQueen
Predicted Path:   The Trip to Bountiful --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[starred_actors]--> Steve McQueen
Path (Raw):       The Trip to Bountiful --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[starred_actors]--> Steve McQueen
Neg LogProb(↓):   0.696704
Path Entropy(↓):  0.718655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in alex in wonderland
Start Entity:     Alex in Wonderland
Gold Answer:      [['Ellen Burstyn', 'Donald Sutherland', 'Meg Mazursky']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Alex in Wonderland --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       Alex in Wonderland --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.357387
Path Entropy(↓):  0.850334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is lapland odyssey
Start Entity:     Lapland Odyssey
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lapland Odyssey --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Lapland Odyssey --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.236181
Path Entropy(↓):  4.354974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of rainbow valley
Start Entity:     Rainbow Valley
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Rainbow Valley --[release_year]--> 1935 --[(INV) release_year]--> Charlie Chan in Egypt --[release_year]--> 1935
Path (Raw):       Rainbow Valley --[release_year]--> 1935 --[(INV) release_year]--> Charlie Chan in Egypt --[release_year]--> 1935
Neg LogProb(↓):   2.262118
Path Entropy(↓):  3.262965
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did irene castle write the story for
Start Entity:     Irene Castle
Gold Answer:      [['The Story of Vernon and Irene Castle']]
Predicted Ans:    The Story of Vernon and Irene Castle
Predicted Path:   Irene Castle --[(INV) written_by]--> The Story of Vernon and Irene Castle --[written_by]--> Richard Sherman --[(INV) written_by]--> The Story of Vernon and Irene Castle
Path (Raw):       Irene Castle --[(INV) written_by]--> The Story of Vernon and Irene Castle --[written_by]--> Richard Sherman --[(INV) written_by]--> The Story of Vernon and Irene Castle
Neg LogProb(↓):   0.470456
Path Entropy(↓):  0.704020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by jane hamilton
Start Entity:     Jane Hamilton
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Jane Hamilton --[(INV) written_by]--> A Map of the World --[release_year]--> 1999
Path (Raw):       Jane Hamilton --[No Operation]--> Jane Hamilton --[(INV) written_by]--> A Map of the World --[release_year]--> 1999
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie noah
Start Entity:     Noah
Gold Answer:      [['Darren Aronofsky']]
Predicted Ans:    Darren Aronofsky
Predicted Path:   Noah --[directed_by]--> Darren Aronofsky --[(INV) directed_by]--> The Fountain --[directed_by]--> Darren Aronofsky
Path (Raw):       Noah --[directed_by]--> Darren Aronofsky --[(INV) directed_by]--> The Fountain --[directed_by]--> Darren Aronofsky
Neg LogProb(↓):   0.000632
Path Entropy(↓):  0.005360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the unbelievers also starred in which movies
Start Entity:     The Unbelievers
Gold Answer:      [['Zelig', 'Play It Again, Sam', 'Stardust Memories', 'Take the Money and Run', 'Faith School Menace?', 'Scenes from a Mall', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'New York Stories', 'Shadows and Fog', 'Love and Death', 'Manhattan', 'Annie Hall', 'Husbands and Wives', 'Sleeper', 'Fading Gigolo', 'Sweet and Lowdown', 'Antz', 'Bananas', 'The Front', 'Picking Up the Pieces', 'The Enemies of Reason', 'Anything Else', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks']]
Predicted Ans:    Take the Money and Run
Predicted Path:   The Unbelievers --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> Take the Money and Run
Path (Raw):       The Unbelievers --[starred_actors]--> Woody Allen --[No Operation]--> Woody Allen --[(INV) starred_actors]--> Take the Money and Run
Neg LogProb(↓):   1.773318
Path Entropy(↓):  2.492144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed fantasia
Start Entity:     Fantasia
Gold Answer:      [['Richard Creedon', 'Dick Rickard', 'Ted Sears', 'Webb Smith', 'Roberto Benigni', 'Erdman Penner', 'Aurelius Battaglia', 'William Cottrell', 'Earl Hurd', 'Carlo Collodi', 'Otto Englander', 'Merrill De Maris', 'Dorothy Ann Blank', 'Joseph Sabo']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Fantasia --[directed_by]--> Ben Sharpsteen --[(INV) directed_by]--> Pinocchio --[written_by]--> Roberto Benigni
Path (Raw):       Fantasia --[directed_by]--> Ben Sharpsteen --[(INV) directed_by]--> Pinocchio --[written_by]--> Roberto Benigni
Neg LogProb(↓):   0.022609
Path Entropy(↓):  0.120989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about feminism
Start Entity:     feminism
Gold Answer:      [['For Colored Girls']]
Predicted Ans:    For Colored Girls
Predicted Path:   feminism --[(INV) has_tags]--> For Colored Girls --[has_tags]--> feminism --[(INV) has_tags]--> For Colored Girls
Path (Raw):       feminism --[(INV) has_tags]--> For Colored Girls --[has_tags]--> feminism --[(INV) has_tags]--> For Colored Girls
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did margaret avery star in
Start Entity:     Margaret Avery
Gold Answer:      [['The Color Purple']]
Predicted Ans:    Beloved
Predicted Path:   Margaret Avery --[(INV) starred_actors]--> The Color Purple --[starred_actors]--> Oprah Winfrey --[(INV) starred_actors]--> Beloved
Path (Raw):       Margaret Avery --[(INV) starred_actors]--> The Color Purple --[starred_actors]--> Oprah Winfrey --[(INV) starred_actors]--> Beloved
Neg LogProb(↓):   0.014389
Path Entropy(↓):  0.088043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed charley varrick
Start Entity:     Charley Varrick
Gold Answer:      [['French', 'Russian', 'German']]
Predicted Ans:    Russian
Predicted Path:   Charley Varrick --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Path (Raw):       Charley Varrick --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.000210
Path Entropy(↓):  0.002181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film a chorus line was written by who
Start Entity:     A Chorus Line
Gold Answer:      [['Nicholas Dante', 'Arnold Schulman']]
Predicted Ans:    Arnold Schulman
Predicted Path:   A Chorus Line --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[written_by]--> Arnold Schulman
Path (Raw):       A Chorus Line --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[written_by]--> Arnold Schulman
Neg LogProb(↓):   0.103778
Path Entropy(↓):  0.348629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with american gigolo in
Start Entity:     American Gigolo
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   American Gigolo --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[in_language]--> English
Path (Raw):       American Gigolo --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[in_language]--> English
Neg LogProb(↓):   0.451311
Path Entropy(↓):  0.686596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by bob byington
Start Entity:     Bob Byington
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bob Byington --[(INV) written_by]--> Somebody Up There Likes Me --[has_genre]--> Comedy
Path (Raw):       Bob Byington --[No Operation]--> Bob Byington --[(INV) written_by]--> Somebody Up There Likes Me --[has_genre]--> Comedy
Neg LogProb(↓):   0.432817
Path Entropy(↓):  0.648261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by brian lynch
Start Entity:     Brian Lynch
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Brian Lynch --[(INV) written_by]--> Puss in Boots --[has_genre]--> Comedy
Path (Raw):       Brian Lynch --[No Operation]--> Brian Lynch --[(INV) written_by]--> Puss in Boots --[has_genre]--> Comedy
Neg LogProb(↓):   0.007389
Path Entropy(↓):  0.045301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of sands of iwo jima
Start Entity:     Sands of Iwo Jima
Gold Answer:      [['Kate Douglas Wiggin', 'Julien Josephson', 'Johanna Spyri', 'Karl Tunberg', 'Don Ettlinger', 'Walter Ferris']]
Predicted Ans:    Karl Tunberg
Predicted Path:   Sands of Iwo Jima --[directed_by]--> Allan Dwan --[(INV) directed_by]--> Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg
Path (Raw):       Sands of Iwo Jima --[directed_by]--> Allan Dwan --[(INV) directed_by]--> Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg
Neg LogProb(↓):   0.622102
Path Entropy(↓):  1.260970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in kiki's delivery service
Start Entity:     Kiki's Delivery Service
Gold Answer:      [['Kappei Yamaguchi', 'Rei Sakuma', 'Minami Takayama']]
Predicted Ans:    Minami Takayama
Predicted Path:   Kiki's Delivery Service --[starred_actors]--> Minami Takayama --[(INV) starred_actors]--> Kiki's Delivery Service --[starred_actors]--> Minami Takayama
Path (Raw):       Kiki's Delivery Service --[starred_actors]--> Minami Takayama --[(INV) starred_actors]--> Kiki's Delivery Service --[starred_actors]--> Minami Takayama
Neg LogProb(↓):   0.071629
Path Entropy(↓):  0.304830
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by sam wolfson in
Start Entity:     Sam Wolfson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sam Wolfson --[(INV) written_by]--> Jewtopia --[has_genre]--> Comedy
Path (Raw):       Sam Wolfson --[No Operation]--> Sam Wolfson --[(INV) written_by]--> Jewtopia --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by luciana pedraza were released in which years
Start Entity:     Luciana Pedraza
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Luciana Pedraza --[(INV) starred_actors]--> Assassination Tango --[release_year]--> 2002
Path (Raw):       Luciana Pedraza --[No Operation]--> Luciana Pedraza --[(INV) starred_actors]--> Assassination Tango --[release_year]--> 2002
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was jeff lipsky the writer of
Start Entity:     Jeff Lipsky
Gold Answer:      [['Flannel Pajamas']]
Predicted Ans:    Flannel Pajamas
Predicted Path:   Jeff Lipsky --[(INV) written_by]--> Flannel Pajamas --[written_by]--> Jeff Lipsky --[(INV) written_by]--> Flannel Pajamas
Path (Raw):       Jeff Lipsky --[(INV) written_by]--> Flannel Pajamas --[written_by]--> Jeff Lipsky --[(INV) written_by]--> Flannel Pajamas
Neg LogProb(↓):   0.000428
Path Entropy(↓):  0.003751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of little big man
Start Entity:     Little Big Man
Gold Answer:      [['The First Deadly Sin', 'Midnight Cowboy', 'The Bedford Incident', 'Dunston Checks In', 'The Towering Inferno', 'Summer Wishes, Winter Dreams', 'The Twilight of the Golds', 'Tootsie', 'Eyes of Laura Mars', 'The Champ', 'The Outlaw Josey Wales', 'Two-Minute Warning', 'I Heart Huckabees', 'Little Fockers', 'Billy Bathgate', 'Lenny', 'Chinatown', 'The Anderson Tapes', 'Network', 'Barfly', 'Rain Man', 'Bonnie and Clyde', 'Arizona Dream', 'Kung Fu Panda Holiday', 'Mad City', 'Hero', 'Supergirl', 'Ishtar', 'Last Chance Harvey', 'Mitchell', "Mr. Magorium's Wonder Emporium", 'The Graduate', 'Death of a Salesman', 'Americathon', 'Hook', 'Three Days of the Condor', 'Sphere', 'Scorchers', 'The Cobbler', 'Meet the Fockers', 'Tora! Tora! Tora!', 'The Taking of Pelham One Two Three', "The Handmaid's Tale", 'Kung Fu Panda', "All the President's Men", 'Burning Secret', 'Who Is Harry Kellerman and Why Is He Saying Those Terrible Things About Me?', 'Family Business', 'Straight Time', 'Papillon', 'Oklahoma Crude', 'American Buffalo', 'The Delta Force', 'Midnight Crossing', 'Agatha', 'Straw Dogs', 'Catch-22', 'Outbreak', 'The Thomas Crown Affair', 'Mommie Dearest', 'Albino Alligator', 'Runaway Jury', 'Marathon Man', 'The Arrangement', 'Wag the Dog']]
Predicted Ans:    Marathon Man
Predicted Path:   Little Big Man --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man
Path (Raw):       Little Big Man --[starred_actors]--> Dustin Hoffman --[No Operation]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man
Neg LogProb(↓):   0.330294
Path Entropy(↓):  1.131903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director kristina lindstrom co - directed films with who
Start Entity:     Kristina Lindström
Gold Answer:      [['Maud Nycander']]
Predicted Ans:    Maud Nycander
Predicted Path:   Kristina Lindström --[(INV) directed_by]--> Palme --[directed_by]--> Maud Nycander
Path (Raw):       Kristina Lindström --[No Operation]--> Kristina Lindström --[(INV) directed_by]--> Palme --[directed_by]--> Maud Nycander
Neg LogProb(↓):   0.308373
Path Entropy(↓):  0.578632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did jane wagner direct
Start Entity:     Jane Wagner
Gold Answer:      [['Moment by Moment']]
Predicted Ans:    The Incredible Shrinking Woman
Predicted Path:   Jane Wagner --[(INV) written_by]--> The Incredible Shrinking Woman --[written_by]--> Jane Wagner --[(INV) written_by]--> The Incredible Shrinking Woman
Path (Raw):       Jane Wagner --[(INV) written_by]--> The Incredible Shrinking Woman --[written_by]--> Jane Wagner --[(INV) written_by]--> The Incredible Shrinking Woman
Neg LogProb(↓):   0.000091
Path Entropy(↓):  0.001048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of one deadly summer
Start Entity:     One Deadly Summer
Gold Answer:      [['Gérard Depardieu', 'Gisèle Casadesus', 'Maurane']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   One Deadly Summer --[directed_by]--> Jean Becker --[(INV) directed_by]--> My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu
Path (Raw):       One Deadly Summer --[directed_by]--> Jean Becker --[(INV) directed_by]--> My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.003383
Path Entropy(↓):  0.023117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie world traveler were in which genres
Start Entity:     World Traveler
Gold Answer:      [['Music', 'Sport', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   World Traveler --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[has_genre]--> Action
Path (Raw):       World Traveler --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[has_genre]--> Action
Neg LogProb(↓):   0.108821
Path Entropy(↓):  0.355475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by elizabeth reinhardt
Start Entity:     Elizabeth Reinhardt
Gold Answer:      [['Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Elizabeth Reinhardt --[(INV) written_by]--> Cluny Brown --[directed_by]--> Ernst Lubitsch
Path (Raw):       Elizabeth Reinhardt --[No Operation]--> Elizabeth Reinhardt --[(INV) written_by]--> Cluny Brown --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the mole people director
Start Entity:     The Mole People
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Mole People --[directed_by]--> Virgil W. Vogel --[(INV) directed_by]--> The Land Unknown --[has_genre]--> Adventure
Path (Raw):       The Mole People --[directed_by]--> Virgil W. Vogel --[(INV) directed_by]--> The Land Unknown --[has_genre]--> Adventure
Neg LogProb(↓):   0.000060
Path Entropy(↓):  0.000644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of parade
Start Entity:     Parade
Gold Answer:      [['Playtime', 'Trafic', 'Mon Oncle']]
Predicted Ans:    Trafic
Predicted Path:   Parade --[directed_by]--> Jacques Tati --[(INV) directed_by]--> Trafic
Path (Raw):       Parade --[No Operation]--> Parade --[directed_by]--> Jacques Tati --[(INV) directed_by]--> Trafic
Neg LogProb(↓):   0.586742
Path Entropy(↓):  1.234590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was tribes released
Start Entity:     Tribes
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Tribes --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Path (Raw):       Tribes --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Neg LogProb(↓):   2.729819
Path Entropy(↓):  3.861501
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with jean delannoy
Start Entity:     Jean Delannoy
Gold Answer:      [['William Dieterle', 'Kirk Wise', 'Gary Trousdale']]
Predicted Ans:    William Dieterle
Predicted Path:   Jean Delannoy --[(INV) directed_by]--> The Hunchback of Notre Dame --[directed_by]--> William Dieterle
Path (Raw):       Jean Delannoy --[No Operation]--> Jean Delannoy --[(INV) directed_by]--> The Hunchback of Notre Dame --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.085793
Path Entropy(↓):  0.300745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by matthew barney
Start Entity:     Matthew Barney
Gold Answer:      [['Marco Brambilla', 'Larry Clark', 'Gaspar Noé', 'Tunga', 'Cecily Brown', 'Richard Prince', 'Marilyn Minter', "Sante D'Orazio"]]
Predicted Ans:    Matthew Barney
Predicted Path:   Matthew Barney --[(INV) written_by]--> Drawing Restraint 9 --[directed_by]--> Matthew Barney
Path (Raw):       Matthew Barney --[No Operation]--> Matthew Barney --[(INV) written_by]--> Drawing Restraint 9 --[directed_by]--> Matthew Barney
Neg LogProb(↓):   1.323633
Path Entropy(↓):  1.381418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of bert gilden written movies
Start Entity:     Bert Gilden
Gold Answer:      [['Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   Bert Gilden --[(INV) written_by]--> Hurry Sundown --[directed_by]--> Otto Preminger
Path (Raw):       Bert Gilden --[No Operation]--> Bert Gilden --[(INV) written_by]--> Hurry Sundown --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film roller boogie were in which genres
Start Entity:     Roller Boogie
Gold Answer:      [['Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Roller Boogie --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       Roller Boogie --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.036955
Path Entropy(↓):  0.198805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by lamberto maggiorani in
Start Entity:     Lamberto Maggiorani
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Lamberto Maggiorani --[(INV) starred_actors]--> Bicycle Thieves --[in_language]--> Italian
Path (Raw):       Lamberto Maggiorani --[No Operation]--> Lamberto Maggiorani --[(INV) starred_actors]--> Bicycle Thieves --[in_language]--> Italian
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of a room with a view
Start Entity:     A Room with a View
Gold Answer:      [['Kris Kristofferson', 'Barbara Hershey', 'James Wilby', 'Madeleine Potter', 'Rupert Graves', 'Blake Lively', 'Denholm Elliott', 'Bernadette Peters', 'Emma Thompson', 'Taylor Kitsch', 'Chris Sarandon', 'Hugh Grant', 'Leelee Sobieski', 'Anthony Hopkins', 'Raquel Welch', 'Christopher Reeve', 'Mary Beth Hurt', 'James Coco']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   A Room with a View --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Path (Raw):       A Room with a View --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.401455
Path Entropy(↓):  0.855567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with my mother's castle in
Start Entity:     My Mother's Castle
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   My Mother's Castle --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[in_language]--> French
Path (Raw):       My Mother's Castle --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[in_language]--> French
Neg LogProb(↓):   0.000079
Path Entropy(↓):  0.000855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film jerry and tom
Start Entity:     Jerry and Tom
Gold Answer:      [['John Fusco', 'William Wharton', 'Kirk Jones', 'Thomas Michael Donnelly', 'David France', 'Duncan Jones', 'Jeffrey D. Brown', 'Woody Allen', 'Blake Edwards', 'Michael McDowell', 'Eric Garcia', 'Giuseppe Tornatore', 'David Mamet', 'Geoff Moore', 'David Posamentier', 'Ann Lembeck', 'Shel Silverstein', 'Ray Bradbury', 'Lawrence Kasdan', 'Victor Salva', 'Charlie Kaufman', 'Peter Ettinger', 'Steve Brewer', 'Martin McDonagh', 'Gary David Goldberg', "Stewart O'Nan", 'Steven Zaillian', 'Tom Holland', 'Marco Martins', 'Brad Mirman', 'Billy Crystal', 'John Hamburg', 'Joseph Wambaugh', 'Meyer Levin', 'George Ratliff', 'Tonino Guerra', 'Massimo De Rita', 'Jonathan Katz', 'Chuck Barris', 'Len Wiseman', 'Stephen King', 'Pamela Gray', 'Matthew F. Jones', 'Naomi Wallace', 'John Hughes', 'Lewis Carroll', 'James C. Strouse', 'David Gordon Green']]
Predicted Ans:    Massimo De Rita
Predicted Path:   Jerry and Tom --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Path (Raw):       Jerry and Tom --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Neg LogProb(↓):   1.480342
Path Entropy(↓):  2.704600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did mari natsuki star in
Start Entity:     Mari Natsuki
Gold Answer:      [['Spirited Away']]
Predicted Ans:    Spirited Away
Predicted Path:   Mari Natsuki --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki --[(INV) starred_actors]--> Spirited Away
Path (Raw):       Mari Natsuki --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki --[(INV) starred_actors]--> Spirited Away
Neg LogProb(↓):   0.077024
Path Entropy(↓):  0.264437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with robert manuel
Start Entity:     Robert Manuel
Gold Answer:      [['Carl Möhner', 'Jean Servais']]
Predicted Ans:    Carl Möhner
Predicted Path:   Robert Manuel --[(INV) starred_actors]--> Rififi --[starred_actors]--> Carl Möhner
Path (Raw):       Robert Manuel --[No Operation]--> Robert Manuel --[(INV) starred_actors]--> Rififi --[starred_actors]--> Carl Möhner
Neg LogProb(↓):   0.022258
Path Entropy(↓):  0.113781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote ernest scared stupid
Start Entity:     Ernest Scared Stupid
Gold Answer:      [['Jim Varney', 'Iron Eyes Cody']]
Predicted Ans:    Jim Varney
Predicted Path:   Ernest Scared Stupid --[written_by]--> John R. Cherry III --[(INV) written_by]--> Slam Dunk Ernest --[starred_actors]--> Jim Varney
Path (Raw):       Ernest Scared Stupid --[written_by]--> John R. Cherry III --[(INV) written_by]--> Slam Dunk Ernest --[starred_actors]--> Jim Varney
Neg LogProb(↓):   0.201335
Path Entropy(↓):  0.603198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of hearts in atlantis starred who
Start Entity:     Hearts in Atlantis
Gold Answer:      [['Sonia Todd', 'Geoffrey Rush', 'Justin Braine', 'Aaron Eckhart', 'Zac Efron', 'Patricia Clarkson', 'Clive Owen', 'Abigail Breslin', 'Chris Haywood']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Hearts in Atlantis --[directed_by]--> Scott Hicks --[(INV) directed_by]--> Hearts in Atlantis --[starred_actors]--> Anthony Hopkins
Path (Raw):       Hearts in Atlantis --[directed_by]--> Scott Hicks --[(INV) directed_by]--> Hearts in Atlantis --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.145016
Path Entropy(↓):  0.576553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies acted by derek lee
Start Entity:     Derek Lee
Gold Answer:      [['Clif Prowse']]
Predicted Ans:    Derek Lee
Predicted Path:   Derek Lee --[(INV) starred_actors]--> Afflicted --[written_by]--> Derek Lee
Path (Raw):       Derek Lee --[No Operation]--> Derek Lee --[(INV) starred_actors]--> Afflicted --[written_by]--> Derek Lee
Neg LogProb(↓):   0.664757
Path Entropy(↓):  1.067484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by karim ainouz were in which genres
Start Entity:     Karim Aïnouz
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Karim Aïnouz --[(INV) written_by]--> Madame Satã --[has_genre]--> Drama
Path (Raw):       Karim Aïnouz --[No Operation]--> Karim Aïnouz --[(INV) written_by]--> Madame Satã --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of zabou breitman directed movies
Start Entity:     Zabou Breitman
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Zabou Breitman --[(INV) directed_by]--> The Man of My Life --[release_year]--> 2006
Path (Raw):       Zabou Breitman --[No Operation]--> Zabou Breitman --[(INV) directed_by]--> The Man of My Life --[release_year]--> 2006
Neg LogProb(↓):   0.094129
Path Entropy(↓):  0.302155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by 10, 000 bc writers
Start Entity:     10,000 BC
Gold Answer:      [['Horror', 'Fantasy', 'Adventure', 'Action']]
Predicted Ans:    Fantasy
Predicted Path:   10,000 BC --[written_by]--> Roland Emmerich --[(INV) written_by]--> Joey --[has_genre]--> Fantasy
Path (Raw):       10,000 BC --[written_by]--> Roland Emmerich --[(INV) written_by]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of about schmidt
Start Entity:     About Schmidt
Gold Answer:      [['2005', '2004', '1996', '2006', '1999', '2011', '2013']]
Predicted Ans:    2006
Predicted Path:   About Schmidt --[directed_by]--> Alexander Payne --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       About Schmidt --[directed_by]--> Alexander Payne --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.601849
Path Entropy(↓):  1.314170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of car wash
Start Entity:     Car Wash
Gold Answer:      [['1981', '1985', '1977', '2004']]
Predicted Ans:    1977
Predicted Path:   Car Wash --[directed_by]--> Michael Schultz --[(INV) directed_by]--> Which Way Is Up? --[release_year]--> 1977
Path (Raw):       Car Wash --[directed_by]--> Michael Schultz --[(INV) directed_by]--> Which Way Is Up? --[release_year]--> 1977
Neg LogProb(↓):   0.709480
Path Entropy(↓):  1.428905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by seu jorge
Start Entity:     Seu Jorge
Gold Answer:      [['Rupert Wyatt', 'Nick Perry']]
Predicted Ans:    Rupert Wyatt
Predicted Path:   Seu Jorge --[(INV) starred_actors]--> The Escapist --[written_by]--> Rupert Wyatt
Path (Raw):       Seu Jorge --[No Operation]--> Seu Jorge --[(INV) starred_actors]--> The Escapist --[written_by]--> Rupert Wyatt
Neg LogProb(↓):   0.491400
Path Entropy(↓):  0.667968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by assassination actors
Start Entity:     Assassination
Gold Answer:      [['Walter Hill', 'Rainer Werner Fassbinder', 'J. Lee Thompson', 'Roger Corman', 'Terence Young', 'Don Siegel', 'Richard Donner', 'Sydney Pollack', 'Michael Winner', 'Sergio Leone', 'Robert Aldrich', 'John Huston', 'Stuart Rosenberg', 'Jacques Demy', 'Richard Fleischer', 'Simon West', 'John Sturges', 'Peter Collinson']]
Predicted Ans:    Sergio Leone
Predicted Path:   Assassination --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Path (Raw):       Assassination --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Neg LogProb(↓):   0.188952
Path Entropy(↓):  0.552330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is opportunity knocks
Start Entity:     Opportunity Knocks
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Opportunity Knocks --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Opportunity Knocks --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.110875
Path Entropy(↓):  4.402074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by lisaraye mccoy
Start Entity:     LisaRaye McCoy
Gold Answer:      [['Joyce Renee Lewis', 'Preston A. Whitmore II']]
Predicted Ans:    Preston A. Whitmore II
Predicted Path:   LisaRaye McCoy --[(INV) starred_actors]--> Civil Brand --[written_by]--> Preston A. Whitmore II
Path (Raw):       LisaRaye McCoy --[No Operation]--> LisaRaye McCoy --[(INV) starred_actors]--> Civil Brand --[written_by]--> Preston A. Whitmore II
Neg LogProb(↓):   0.011282
Path Entropy(↓):  0.061531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by barry cook
Start Entity:     Barry Cook
Gold Answer:      [['Rita Hsiao', 'Raymond Singer', 'Robert D. San Souci', 'Philip LaZebnik', 'Sarah Smith', 'Chris Sanders']]
Predicted Ans:    Barry Cook
Predicted Path:   Barry Cook --[(INV) directed_by]--> Arthur Christmas --[directed_by]--> Barry Cook
Path (Raw):       Barry Cook --[No Operation]--> Barry Cook --[(INV) directed_by]--> Arthur Christmas --[directed_by]--> Barry Cook
Neg LogProb(↓):   0.041535
Path Entropy(↓):  0.172036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of night and fog
Start Entity:     Night and Fog
Gold Answer:      [['Jean Cayrol']]
Predicted Ans:    Jean Cayrol
Predicted Path:   Night and Fog --[written_by]--> Jean Cayrol --[(INV) written_by]--> Night and Fog --[written_by]--> Jean Cayrol
Path (Raw):       Night and Fog --[written_by]--> Jean Cayrol --[(INV) written_by]--> Night and Fog --[written_by]--> Jean Cayrol
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of half of a yellow sun
Start Entity:     Half of a Yellow Sun
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Half of a Yellow Sun --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Half of a Yellow Sun --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.491299
Path Entropy(↓):  4.739189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the climax
Start Entity:     The Climax
Gold Answer:      [['Gaston Leroux']]
Predicted Ans:    Gaston Leroux
Predicted Path:   The Climax --[starred_actors]--> Susanna Foster --[(INV) starred_actors]--> Phantom of the Opera --[written_by]--> Gaston Leroux
Path (Raw):       The Climax --[starred_actors]--> Susanna Foster --[(INV) starred_actors]--> Phantom of the Opera --[written_by]--> Gaston Leroux
Neg LogProb(↓):   0.000330
Path Entropy(↓):  0.003092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the tempest
Start Entity:     The Tempest
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Tempest --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Tempest --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.222447
Path Entropy(↓):  4.326973
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by mirage writers
Start Entity:     Mirage
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Mirage --[written_by]--> Peter Stone --[(INV) written_by]--> The Truth About Charlie --[in_language]--> English
Path (Raw):       Mirage --[written_by]--> Peter Stone --[(INV) written_by]--> The Truth About Charlie --[in_language]--> English
Neg LogProb(↓):   0.649132
Path Entropy(↓):  1.057641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by kara tointon
Start Entity:     Kara Tointon
Gold Answer:      [['Omid Nooshin']]
Predicted Ans:    Omid Nooshin
Predicted Path:   Kara Tointon --[(INV) starred_actors]--> Last Passenger --[written_by]--> Omid Nooshin
Path (Raw):       Kara Tointon --[No Operation]--> Kara Tointon --[(INV) starred_actors]--> Last Passenger --[written_by]--> Omid Nooshin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film bright future were in which genres
Start Entity:     Bright Future
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Bright Future --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Sweet Home --[has_genre]--> Horror
Path (Raw):       Bright Future --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Sweet Home --[has_genre]--> Horror
Neg LogProb(↓):   0.464418
Path Entropy(↓):  0.953513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie puss in boots
Start Entity:     Puss in Boots
Gold Answer:      [['Scott Phillips', 'Richard Sapir', 'Pedro Almodóvar', 'Patton Oswalt', 'Richard Eyre', 'Ron Shelton', 'Larry Gelbart', 'Michael Crichton', 'Dwight Yoakam', 'Luc Besson', 'Vicente Leñero', 'Naguib Mahfouz', 'Cornell Woolrich', 'Oscar Hijuelos', 'Tim Rice', 'Julia Álvarez', 'Ethan Coen', 'Billy Bob Thornton', 'Todd Phillips', 'Jon Lucas', 'Scott Moore', 'Igor Legarreta', 'Thierry Jonquet', 'Allan Loeb', 'Javier Sánchez Donate', 'Brian Helgeland', 'Oliver Stone', 'Alan R. Cohen', 'Alan Freedland', 'Stephen Potter', 'Fernando Trueba', 'Hayden Herrera', 'Brandon Drake', 'Zach Galifianakis', 'Kevin James', 'Matthew Jacobs', 'Alan Parker', 'Mark Christopher', 'Manuel Sicilia', 'Oriol Paulo', 'David Frankel', 'Leslie Bohem', 'Gregory Nava', 'Robert Benton', 'Richard Russo', 'Stephen Gaghan', 'Erik Jendresen', 'Michael Handelman', 'David Guion', 'Victor Hugo', 'Gary Trousdale', 'David Dobkin', 'Brian Posehn', 'Maria Bamford', 'Joe Klein', 'John Lee Hancock', 'Craig Mazin', 'Anna Thomas', 'Scot Armstrong', 'Adam Sztykiel', 'Gabe Ibáñez', 'Robert Rodriguez', 'Chris Henchy', 'Cynthia Cidre', 'Clancy Sigal', 'Katja von Garnier', 'Diane Lake', 'Hans Ruesch', 'Shawn Harwell', 'Brian De Palma', 'John Ridley', 'Robby Henson']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Puss in Boots --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Puss in Boots --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.399071
Path Entropy(↓):  1.421160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by raymond bussieres were written by who
Start Entity:     Raymond Bussières
Gold Answer:      [['Henri Jeanson', 'Julien Duvivier', 'George Axelrod']]
Predicted Ans:    George Axelrod
Predicted Path:   Raymond Bussières --[(INV) starred_actors]--> Paris When It Sizzles --[written_by]--> George Axelrod
Path (Raw):       Raymond Bussières --[No Operation]--> Raymond Bussières --[(INV) starred_actors]--> Paris When It Sizzles --[written_by]--> George Axelrod
Neg LogProb(↓):   0.154628
Path Entropy(↓):  0.482596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was steve carell a writer on
Start Entity:     Steve Carell
Gold Answer:      [['The 40-Year-Old Virgin']]
Predicted Ans:    The 40-Year-Old Virgin
Predicted Path:   Steve Carell --[(INV) written_by]--> The 40-Year-Old Virgin --[written_by]--> Steve Carell --[(INV) written_by]--> The 40-Year-Old Virgin
Path (Raw):       Steve Carell --[(INV) written_by]--> The 40-Year-Old Virgin --[written_by]--> Steve Carell --[(INV) written_by]--> The 40-Year-Old Virgin
Neg LogProb(↓):   0.010004
Path Entropy(↓):  0.055789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of f / x2
Start Entity:     F/X2
Gold Answer:      [['Psycho II', 'Link']]
Predicted Ans:    Psycho II
Predicted Path:   F/X2 --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Psycho II
Path (Raw):       F/X2 --[No Operation]--> F/X2 --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Psycho II
Neg LogProb(↓):   0.070269
Path Entropy(↓):  0.312223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in lion's den
Start Entity:     Lion's Den
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Lion's Den --[starred_actors]--> Rodrigo Santoro --[(INV) starred_actors]--> There Be Dragons --[has_genre]--> Drama
Path (Raw):       Lion's Den --[starred_actors]--> Rodrigo Santoro --[(INV) starred_actors]--> There Be Dragons --[has_genre]--> Drama
Neg LogProb(↓):   0.030228
Path Entropy(↓):  0.162470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote agent red
Start Entity:     Agent Red
Gold Answer:      [['Thriller', 'Music', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Agent Red --[written_by]--> Damian Lee --[(INV) written_by]--> Agent Red --[has_genre]--> Action
Path (Raw):       Agent Red --[written_by]--> Damian Lee --[(INV) written_by]--> Agent Red --[has_genre]--> Action
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of dillinger
Start Entity:     Dillinger
Gold Answer:      [['Walter Hill', 'Francis Ford Coppola', 'Sydney Pollack', 'Ted Post', 'Dan Bradley', 'John Huston', 'Marcus Nispel', 'John Milius']]
Predicted Ans:    John Huston
Predicted Path:   Dillinger --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Path (Raw):       Dillinger --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Neg LogProb(↓):   0.024876
Path Entropy(↓):  0.136410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by harry tugend
Start Entity:     Harry Tugend
Gold Answer:      [['Poor Little Rich Girl', 'Little Miss Broadway', 'Pocketful of Miracles', 'Captain January', 'Pigskin Parade']]
Predicted Ans:    Pigskin Parade
Predicted Path:   Harry Tugend --[(INV) written_by]--> Pigskin Parade --[written_by]--> Jack Yellen --[(INV) written_by]--> Pigskin Parade
Path (Raw):       Harry Tugend --[(INV) written_by]--> Pigskin Parade --[written_by]--> Jack Yellen --[(INV) written_by]--> Pigskin Parade
Neg LogProb(↓):   0.809387
Path Entropy(↓):  1.553413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of lemon tree
Start Entity:     Lemon Tree
Gold Answer:      [['Eran Riklis', 'Noah Stollman']]
Predicted Ans:    Eran Riklis
Predicted Path:   Lemon Tree --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[written_by]--> Eran Riklis
Path (Raw):       Lemon Tree --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[written_by]--> Eran Riklis
Neg LogProb(↓):   0.002770
Path Entropy(↓):  0.021585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of iceman
Start Entity:     Iceman
Gold Answer:      [['Avenger', 'Flash Point', 'The Shadow', 'Painted Skin', 'An Empress and the Warriors', 'The Alphabet Killer', 'City of Industry', 'Made in Heaven', 'The Falcon and the Snowman', 'The Last Emperor', 'Places in the Heart', 'The Last Mimzy', 'The Dark Half', 'The Monkey King', 'The Killing Room', 'Deterrence', "Everybody's All-American", 'The Substance of Fire', 'Ip Man 2', 'Serious Moonlight', 'Iron Monkey', 'Dragon', 'Seven Swords', 'The Indian in the Cupboard', 'M. Butterfly', 'Taps', 'Drunken Tai Chi', 'Desperate Hours', 'Year of the Dragon', 'The Temp', 'House of Games', 'Ordinary People', 'Daniel', 'The Arrival', 'Playing God', '14 Blades', 'The Hunted', 'Ip Man']]
Predicted Ans:    The Dark Half
Predicted Path:   Iceman --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half
Path (Raw):       Iceman --[starred_actors]--> Timothy Hutton --[No Operation]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half
Neg LogProb(↓):   0.532550
Path Entropy(↓):  1.498633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the apple dumpling gang released
Start Entity:     The Apple Dumpling Gang
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   The Apple Dumpling Gang --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       The Apple Dumpling Gang --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   2.899013
Path Entropy(↓):  4.111021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by antonio dechent
Start Entity:     Antonio Dechent
Gold Answer:      [['Juan Carlos Fresnadillo']]
Predicted Ans:    Juan Carlos Fresnadillo
Predicted Path:   Antonio Dechent --[(INV) starred_actors]--> Intacto --[written_by]--> Juan Carlos Fresnadillo
Path (Raw):       Antonio Dechent --[No Operation]--> Antonio Dechent --[(INV) starred_actors]--> Intacto --[written_by]--> Juan Carlos Fresnadillo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did mary webb write
Start Entity:     Mary Webb
Gold Answer:      [['Gone to Earth']]
Predicted Ans:    Gone to Earth
Predicted Path:   Mary Webb --[(INV) written_by]--> Gone to Earth --[written_by]--> Mary Webb --[(INV) written_by]--> Gone to Earth
Path (Raw):       Mary Webb --[(INV) written_by]--> Gone to Earth --[written_by]--> Mary Webb --[(INV) written_by]--> Gone to Earth
Neg LogProb(↓):   0.003415
Path Entropy(↓):  0.024971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the man in the iron mask
Start Entity:     The Man in the Iron Mask
Gold Answer:      [['Claude Rains', 'Colin Clive', 'Kelly Reilly', 'Greg Kinnear', 'Charles Laughton', 'Gloria Stuart', 'Vivien Leigh', 'Mary Fuller', 'Charles Ogle', 'Augustus Phillips', 'Kathryn Grayson', 'Joe E. Brown', 'John Malkovich', 'Diane Lane', 'Melvyn Douglas', 'Robert Taylor', 'John Boles', 'Mae Clarke', 'Boris Karloff', 'Ava Gardner', 'Howard Keel', 'Mel Gibson']]
Predicted Ans:    Mel Gibson
Predicted Path:   The Man in the Iron Mask --[directed_by]--> Randall Wallace --[(INV) directed_by]--> We Were Soldiers --[starred_actors]--> Mel Gibson
Path (Raw):       The Man in the Iron Mask --[directed_by]--> Randall Wallace --[(INV) directed_by]--> We Were Soldiers --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.362332
Path Entropy(↓):  1.017378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote pennies from heaven
Start Entity:     Pennies from Heaven
Gold Answer:      [['Sam Wood', 'Nicolas Roeg', 'Richard Thorpe', 'William A. Seiter', 'Michael Apted', 'Archie Mayo', 'William Wyler', 'John M. Stahl', 'John Ford', 'Keith Gordon', 'Joseph L. Mankiewicz', 'Gavin Millar', 'Frank Capra']]
Predicted Ans:    Gavin Millar
Predicted Path:   Pennies from Heaven --[written_by]--> Dennis Potter --[(INV) written_by]--> Dreamchild --[directed_by]--> Gavin Millar
Path (Raw):       Pennies from Heaven --[written_by]--> Dennis Potter --[(INV) written_by]--> Dreamchild --[directed_by]--> Gavin Millar
Neg LogProb(↓):   0.378924
Path Entropy(↓):  0.723523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of aces high
Start Entity:     Aces High
Gold Answer:      [['The Naked Civil Servant', 'Little Lord Fauntleroy', 'The Merchant of Venice', 'The Reckoning']]
Predicted Ans:    The Reckoning
Predicted Path:   Aces High --[directed_by]--> Jack Gold --[(INV) directed_by]--> The Reckoning
Path (Raw):       Aces High --[No Operation]--> Aces High --[directed_by]--> Jack Gold --[(INV) directed_by]--> The Reckoning
Neg LogProb(↓):   1.147219
Path Entropy(↓):  1.729032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is oz the great and powerful about
Start Entity:     Oz the Great and Powerful
Gold Answer:      [['oz', 'zach braff', 'james franco', 'mila kunis', 'rachel weisz', 'sam raimi', 'fantasy']]
Predicted Ans:    zach braff
Predicted Path:   Oz the Great and Powerful --[has_tags]--> zach braff --[(INV) has_tags]--> The Ex --[has_tags]--> zach braff
Path (Raw):       Oz the Great and Powerful --[has_tags]--> zach braff --[(INV) has_tags]--> The Ex --[has_tags]--> zach braff
Neg LogProb(↓):   0.278178
Path Entropy(↓):  0.669032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in looking forward
Start Entity:     Looking Forward
Gold Answer:      [['1946', '1949', '1948', '1933', '2008', '1939', '1942', '1940', '1936', '1928', '1938', '1926', '1945', '1932', '1935', '1941', '1937', '1931']]
Predicted Ans:    1948
Predicted Path:   Looking Forward --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> Key Largo --[release_year]--> 1948
Path (Raw):       Looking Forward --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> Key Largo --[release_year]--> 1948
Neg LogProb(↓):   0.234572
Path Entropy(↓):  0.892963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of confidential agent were directed by who
Start Entity:     Confidential Agent
Gold Answer:      [['Edward Dmytryk', 'George Cukor', 'Fritz Lang', 'John Boulting', 'Andrew Davis', 'Carol Reed', 'Johan Grimonprez', 'Phillip Noyce', 'Neil Jordan', 'Alberto Cavalcanti', 'Otto Preminger', 'John Ford', 'Ken Annakin', 'Mark Robson', 'Joseph L. Mankiewicz', 'Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Confidential Agent --[written_by]--> Robert Buckner --[(INV) written_by]--> Santa Fe Trail --[directed_by]--> Michael Curtiz
Path (Raw):       Confidential Agent --[written_by]--> Robert Buckner --[(INV) written_by]--> Santa Fe Trail --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.538960
Path Entropy(↓):  1.158579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie fanboys
Start Entity:     Fanboys
Gold Answer:      [['Jonathan Sobol', 'Jay Baruchel', 'Sean Anders', 'David Ray', 'John Morris', 'Chaz Thorne', 'Evan Goldberg', 'Kyle Killen', 'Seth Rogen', 'Dean DeBlois', 'Chris Sanders', 'Cressida Cowell', 'Kyle Rankin', 'Zackary Adler', 'Reed Fish', 'Mats Wahl']]
Predicted Ans:    Cressida Cowell
Predicted Path:   Fanboys --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> How to Train Your Dragon --[written_by]--> Cressida Cowell
Path (Raw):       Fanboys --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> How to Train Your Dragon --[written_by]--> Cressida Cowell
Neg LogProb(↓):   0.431432
Path Entropy(↓):  0.820634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film remember the night were in which languages
Start Entity:     Remember the Night
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Remember the Night --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Kitty --[in_language]--> English
Path (Raw):       Remember the Night --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Kitty --[in_language]--> English
Neg LogProb(↓):   0.005751
Path Entropy(↓):  0.038585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the benchwarmers released
Start Entity:     The Benchwarmers
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   The Benchwarmers --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       The Benchwarmers --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   3.292675
Path Entropy(↓):  4.855546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to the four feathers
Start Entity:     The Four Feathers
Gold Answer:      [['heath ledger']]
Predicted Ans:    ralph richardson
Predicted Path:   The Four Feathers --[has_tags]--> ralph richardson --[(INV) has_tags]--> Dragonslayer --[has_tags]--> ralph richardson
Path (Raw):       The Four Feathers --[has_tags]--> ralph richardson --[(INV) has_tags]--> Dragonslayer --[has_tags]--> ralph richardson
Neg LogProb(↓):   0.014232
Path Entropy(↓):  0.088304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies directed by the director of parenthood
Start Entity:     Parenthood
Gold Answer:      [['Romance', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Parenthood --[directed_by]--> Ron Howard --[(INV) directed_by]--> Gung Ho --[has_genre]--> Comedy
Path (Raw):       Parenthood --[directed_by]--> Ron Howard --[(INV) directed_by]--> Gung Ho --[has_genre]--> Comedy
Neg LogProb(↓):   1.013382
Path Entropy(↓):  1.254240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of la bete humaine
Start Entity:     La Bête Humaine
Gold Answer:      [['La Chienne', 'French Cancan', 'Elena and Her Men', 'Picnic on the Grass', 'La Marseillaise', 'Germinal', 'The Woman on the Beach', 'Toni', 'The Southerner', 'Gervaise', 'La Grande Illusion', 'The River', 'In Secret', 'The Crime of Monsieur Lange', 'The Lower Depths', 'The Rules of the Game', 'Human Desire', 'The Golden Coach']]
Predicted Ans:    La Bête Humaine
Predicted Path:   La Bête Humaine --[written_by]--> Jean Renoir --[(INV) written_by]--> La Bête Humaine
Path (Raw):       La Bête Humaine --[No Operation]--> La Bête Humaine --[written_by]--> Jean Renoir --[(INV) written_by]--> La Bête Humaine
Neg LogProb(↓):   0.202009
Path Entropy(↓):  0.781667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by chungking express actors
Start Entity:     Chungking Express
Gold Answer:      [['Peter Chan', 'Jeffrey Lau', 'Takashi Yamazaki', 'John Woo', 'Ronny Yu', 'Morten Tyldum']]
Predicted Ans:    Takashi Yamazaki
Predicted Path:   Chungking Express --[starred_actors]--> Takeshi Kaneshiro --[(INV) starred_actors]--> Returner --[directed_by]--> Takashi Yamazaki
Path (Raw):       Chungking Express --[starred_actors]--> Takeshi Kaneshiro --[(INV) starred_actors]--> Returner --[directed_by]--> Takashi Yamazaki
Neg LogProb(↓):   0.027005
Path Entropy(↓):  0.138466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in black caesar
Start Entity:     Black Caesar
Gold Answer:      [['William Lustig', 'Larry Cohen', 'Fred Williamson', 'Enzo G. Castellari']]
Predicted Ans:    Larry Cohen
Predicted Path:   Black Caesar --[starred_actors]--> Fred Williamson --[(INV) starred_actors]--> Black Caesar --[directed_by]--> Larry Cohen
Path (Raw):       Black Caesar --[starred_actors]--> Fred Williamson --[(INV) starred_actors]--> Black Caesar --[directed_by]--> Larry Cohen
Neg LogProb(↓):   0.119666
Path Entropy(↓):  0.366114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of entr'acte starred who
Start Entity:     Entr'acte
Gold Answer:      [['Jean Parker', 'Jack Oakie', 'Michèle Morgan', 'Dick Powell', 'Linda Darnell', 'Edgar Kennedy', 'Eugene Pallette', 'Gérard Philipe', 'Robert Donat']]
Predicted Ans:    Jean Börlin
Predicted Path:   Entr'acte --[written_by]--> René Clair --[(INV) written_by]--> Entr'acte --[starred_actors]--> Jean Börlin
Path (Raw):       Entr'acte --[written_by]--> René Clair --[(INV) written_by]--> Entr'acte --[starred_actors]--> Jean Börlin
Neg LogProb(↓):   0.118848
Path Entropy(↓):  0.482345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre of movie is caught inside
Start Entity:     Caught Inside
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Caught Inside --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Caught Inside --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.828380
Path Entropy(↓):  3.067990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of barbarosa
Start Entity:     Barbarosa
Gold Answer:      [['Cameron Douglas', 'Steve Martin', 'Geoffrey Rush', 'Meg Ryan', 'John Lone', 'Ken Takakura', 'Charles Grodin', 'Daryl Hannah', 'Michelle Pfeiffer', 'Dennis Haysbert', 'Michael Palin', 'Michael Douglas', 'Meryl Streep', 'James Fox', 'Tom Selleck', 'John Cleese', 'Roy Scheider', 'Donnie Yen', 'Jamie Lee Curtis', 'Walter Matthau', 'Kirk Douglas', 'Sean Connery', 'Mary Steenburgen', 'Kevin Kline', 'Charlotte Rampling', 'Timothy Hutton', 'Ray Barrett', 'Lindsay Crouse', 'Freddy Reynolds', 'Tim Robbins', 'Tommy Lewis', 'Kieran Culkin']]
Predicted Ans:    Freddy Reynolds
Predicted Path:   Barbarosa --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> The Chant of Jimmie Blacksmith --[starred_actors]--> Freddy Reynolds
Path (Raw):       Barbarosa --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> The Chant of Jimmie Blacksmith --[starred_actors]--> Freddy Reynolds
Neg LogProb(↓):   0.622820
Path Entropy(↓):  1.488795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jason rogel act in
Start Entity:     Jason Rogel
Gold Answer:      [['Swamp Shark']]
Predicted Ans:    Swamp Shark
Predicted Path:   Jason Rogel --[(INV) starred_actors]--> Swamp Shark --[starred_actors]--> Jason Rogel --[(INV) starred_actors]--> Swamp Shark
Path (Raw):       Jason Rogel --[(INV) starred_actors]--> Swamp Shark --[starred_actors]--> Jason Rogel --[(INV) starred_actors]--> Swamp Shark
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was tate taylor the writer of
Start Entity:     Tate Taylor
Gold Answer:      [['The Help']]
Predicted Ans:    The Help
Predicted Path:   Tate Taylor --[(INV) written_by]--> The Help --[written_by]--> Tate Taylor --[(INV) written_by]--> The Help
Path (Raw):       Tate Taylor --[(INV) written_by]--> The Help --[written_by]--> Tate Taylor --[(INV) written_by]--> The Help
Neg LogProb(↓):   0.033562
Path Entropy(↓):  0.145804
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the oscar
Start Entity:     The Oscar
Gold Answer:      [['Ray Milland', 'Vladimir Mashkov', 'Yekaterina Rednikova', 'Richard Conte', 'Meg Ryan', 'Pamela Britton', 'James Gleason', 'Doris Day', 'Sterling Hayden', 'Broderick Crawford', "Edmond O'Brien", 'Dennis Quaid', 'Tony Randall', 'Joan Crawford', 'Thelma Ritter', 'Nancy Gates', 'Richard Rober', 'Charlotte Rampling', 'Gwendolyn Laster', 'Maidie Norman', 'Clark Gable', 'Frank Sinatra', 'Clifton Webb', 'Rock Hudson']]
Predicted Ans:    Doris Day
Predicted Path:   The Oscar --[written_by]--> Russell Rouse --[(INV) written_by]--> Pillow Talk --[starred_actors]--> Doris Day
Path (Raw):       The Oscar --[written_by]--> Russell Rouse --[(INV) written_by]--> Pillow Talk --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.440376
Path Entropy(↓):  1.002019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote east of eden
Start Entity:     East of Eden
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   East of Eden --[written_by]--> John Steinbeck --[(INV) written_by]--> Tortilla Flat --[in_language]--> Spanish
Path (Raw):       East of Eden --[written_by]--> John Steinbeck --[(INV) written_by]--> Tortilla Flat --[in_language]--> Spanish
Neg LogProb(↓):   0.014999
Path Entropy(↓):  0.077756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by peter segal release
Start Entity:     Peter Segal
Gold Answer:      [['1995', '2003', '2013', '2004']]
Predicted Ans:    2004
Predicted Path:   Peter Segal --[(INV) directed_by]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       Peter Segal --[No Operation]--> Peter Segal --[(INV) directed_by]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   0.018542
Path Entropy(↓):  0.095914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of strange brew
Start Entity:     Strange Brew
Gold Answer:      [['Chevy Chase', 'Steve Forrest', 'Dan Aykroyd', 'Donna Dixon']]
Predicted Ans:    Max von Sydow
Predicted Path:   Strange Brew --[written_by]--> Rick Moranis --[(INV) written_by]--> Strange Brew --[starred_actors]--> Max von Sydow
Path (Raw):       Strange Brew --[written_by]--> Rick Moranis --[(INV) written_by]--> Strange Brew --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.096936
Path Entropy(↓):  0.396275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share directors with 20, 000 years in sing sing fall under
Start Entity:     20,000 Years in Sing Sing
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   20,000 Years in Sing Sing --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       20,000 Years in Sing Sing --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   0.923864
Path Entropy(↓):  1.816650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film death defying acts was directed by who
Start Entity:     Death Defying Acts
Gold Answer:      [['Gillian Armstrong']]
Predicted Ans:    Gillian Armstrong
Predicted Path:   Death Defying Acts --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Charlotte Gray --[directed_by]--> Gillian Armstrong
Path (Raw):       Death Defying Acts --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Charlotte Gray --[directed_by]--> Gillian Armstrong
Neg LogProb(↓):   0.535080
Path Entropy(↓):  0.790327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the maiden heist
Start Entity:     The Maiden Heist
Gold Answer:      [['morgan freeman', 'heist', 'christopher walken']]
Predicted Ans:    heist
Predicted Path:   The Maiden Heist --[has_tags]--> heist --[(INV) has_tags]--> Chain of Fools --[has_tags]--> heist
Path (Raw):       The Maiden Heist --[has_tags]--> heist --[(INV) has_tags]--> Chain of Fools --[has_tags]--> heist
Neg LogProb(↓):   0.080803
Path Entropy(↓):  0.353248
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mehdi nebbou appears in which movies
Start Entity:     Mehdi Nebbou
Gold Answer:      [['English Vinglish']]
Predicted Ans:    English Vinglish
Predicted Path:   Mehdi Nebbou --[(INV) starred_actors]--> English Vinglish --[starred_actors]--> Sridevi --[(INV) starred_actors]--> English Vinglish
Path (Raw):       Mehdi Nebbou --[(INV) starred_actors]--> English Vinglish --[starred_actors]--> Sridevi --[(INV) starred_actors]--> English Vinglish
Neg LogProb(↓):   0.134600
Path Entropy(↓):  0.428983
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed girl, interrupted
Start Entity:     Girl, Interrupted
Gold Answer:      [['1995', '1997', '2003', '2005', '2010', '2013']]
Predicted Ans:    2005
Predicted Path:   Girl, Interrupted --[directed_by]--> James Mangold --[(INV) directed_by]--> Walk the Line --[release_year]--> 2005
Path (Raw):       Girl, Interrupted --[directed_by]--> James Mangold --[(INV) directed_by]--> Walk the Line --[release_year]--> 2005
Neg LogProb(↓):   0.496609
Path Entropy(↓):  1.267405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the good, the bad and the ugly director release
Start Entity:     The Good, the Bad and the Ugly
Gold Answer:      [['1968', '1965', '1964', '1984']]
Predicted Ans:    1968
Predicted Path:   The Good, the Bad and the Ugly --[directed_by]--> Sergio Leone --[(INV) directed_by]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       The Good, the Bad and the Ugly --[directed_by]--> Sergio Leone --[(INV) directed_by]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.446685
Path Entropy(↓):  0.925682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by martin rosen
Start Entity:     Martin Rosen
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Martin Rosen --[(INV) written_by]--> Watership Down --[has_genre]--> Drama
Path (Raw):       Martin Rosen --[No Operation]--> Martin Rosen --[(INV) written_by]--> Watership Down --[has_genre]--> Drama
Neg LogProb(↓):   0.039137
Path Entropy(↓):  0.190350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of steve worland
Start Entity:     Steve Worland
Gold Answer:      [['Robert Connolly']]
Predicted Ans:    Steve Worland
Predicted Path:   Steve Worland --[(INV) written_by]--> Paper Planes --[written_by]--> Steve Worland
Path (Raw):       Steve Worland --[No Operation]--> Steve Worland --[(INV) written_by]--> Paper Planes --[written_by]--> Steve Worland
Neg LogProb(↓):   0.000681
Path Entropy(↓):  0.005646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films written by pippa scott fall under
Start Entity:     Pippa Scott
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Pippa Scott --[(INV) written_by]--> King Leopold's Ghost --[has_genre]--> Documentary
Path (Raw):       Pippa Scott --[No Operation]--> Pippa Scott --[(INV) written_by]--> King Leopold's Ghost --[has_genre]--> Documentary
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with cody darbe
Start Entity:     Cody Darbe
Gold Answer:      [['Lauren Currie Lewis', 'Chris Ferry']]
Predicted Ans:    Cody Darbe
Predicted Path:   Cody Darbe --[(INV) starred_actors]--> Salvage --[starred_actors]--> Cody Darbe
Path (Raw):       Cody Darbe --[No Operation]--> Cody Darbe --[(INV) starred_actors]--> Salvage --[starred_actors]--> Cody Darbe
Neg LogProb(↓):   0.000487
Path Entropy(↓):  0.004421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in ken takakura starred movies
Start Entity:     Ken Takakura
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ken Takakura --[(INV) starred_actors]--> Black Rain --[in_language]--> Japanese
Path (Raw):       Ken Takakura --[No Operation]--> Ken Takakura --[(INV) starred_actors]--> Black Rain --[in_language]--> Japanese
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.001024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by danielle de luca were directed by who
Start Entity:     Danielle De Luca
Gold Answer:      [['Thom Eberhardt']]
Predicted Ans:    Thom Eberhardt
Predicted Path:   Danielle De Luca --[(INV) starred_actors]--> Naked Fear --[directed_by]--> Thom Eberhardt
Path (Raw):       Danielle De Luca --[No Operation]--> Danielle De Luca --[(INV) starred_actors]--> Naked Fear --[directed_by]--> Thom Eberhardt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the keyhole director release
Start Entity:     Keyhole
Gold Answer:      [['1988', '1997', '1990', '2003', '1992', '2007']]
Predicted Ans:    2007
Predicted Path:   Keyhole --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[release_year]--> 2007
Path (Raw):       Keyhole --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[release_year]--> 2007
Neg LogProb(↓):   0.640582
Path Entropy(↓):  1.233567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of soldier's girl
Start Entity:     Soldier's Girl
Gold Answer:      [['Eichmann', 'The Fall', 'Ceremony', 'Sunshine', 'Possession']]
Predicted Ans:    Possession
Predicted Path:   Soldier's Girl --[starred_actors]--> Lee Pace --[(INV) starred_actors]--> Possession
Path (Raw):       Soldier's Girl --[starred_actors]--> Lee Pace --[No Operation]--> Lee Pace --[(INV) starred_actors]--> Possession
Neg LogProb(↓):   0.185329
Path Entropy(↓):  0.574615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the dam busters are written by who
Start Entity:     The Dam Busters
Gold Answer:      [['Alan Sillitoe', 'George Axelrod', 'Graham Greene', 'Frank Launder', 'Ethel Lina White', 'George Orwell', 'William Archibald', 'Dudley Nichols', 'Harold Pinter', 'Terence Rattigan', 'Hammond Innes', 'Joseph L. Mankiewicz', 'Henry James', 'Sidney Gilliat', "Eugene O'Neill"]]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   The Dam Busters --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Quiet American --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       The Dam Busters --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Quiet American --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.144989
Path Entropy(↓):  0.600684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by jean ziegler
Start Entity:     Jean Ziegler
Gold Answer:      [['Erwin Wagenhofer']]
Predicted Ans:    Erwin Wagenhofer
Predicted Path:   Jean Ziegler --[(INV) starred_actors]--> We Feed the World --[written_by]--> Erwin Wagenhofer
Path (Raw):       Jean Ziegler --[No Operation]--> Jean Ziegler --[(INV) starred_actors]--> We Feed the World --[written_by]--> Erwin Wagenhofer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of nick gomez written films
Start Entity:     Nick Gomez
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Nick Gomez --[(INV) written_by]--> Laws of Gravity --[release_year]--> 1992
Path (Raw):       Nick Gomez --[No Operation]--> Nick Gomez --[(INV) written_by]--> Laws of Gravity --[release_year]--> 1992
Neg LogProb(↓):   0.000346
Path Entropy(↓):  0.003242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie bad girls were released in which years
Start Entity:     Bad Girls
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Bad Girls --[written_by]--> Ken Friedman --[(INV) written_by]--> Johnny Handsome --[release_year]--> 1989
Path (Raw):       Bad Girls --[written_by]--> Ken Friedman --[(INV) written_by]--> Johnny Handsome --[release_year]--> 1989
Neg LogProb(↓):   0.077440
Path Entropy(↓):  0.304962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did scott coffey direct
Start Entity:     Scott Coffey
Gold Answer:      [['Ellie Parker', 'Adult World']]
Predicted Ans:    Adult World
Predicted Path:   Scott Coffey --[(INV) directed_by]--> Adult World --[directed_by]--> Scott Coffey --[(INV) directed_by]--> Adult World
Path (Raw):       Scott Coffey --[(INV) directed_by]--> Adult World --[directed_by]--> Scott Coffey --[(INV) directed_by]--> Adult World
Neg LogProb(↓):   0.032861
Path Entropy(↓):  0.158986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of topher grace
Start Entity:     Topher Grace
Gold Answer:      [['Adrien Brody', 'Josh Duhamel', 'Anna Faris', 'Alice Braga', 'Kate Bosworth', 'Richard Gere', 'Jesse Eisenberg', 'Scarlett Johansson', 'Walton Goggins', 'Dennis Quaid', 'Mia Wasikowska']]
Predicted Ans:    Anna Faris
Predicted Path:   Topher Grace --[(INV) starred_actors]--> Take Me Home Tonight --[starred_actors]--> Anna Faris
Path (Raw):       Topher Grace --[No Operation]--> Topher Grace --[(INV) starred_actors]--> Take Me Home Tonight --[starred_actors]--> Anna Faris
Neg LogProb(↓):   0.013413
Path Entropy(↓):  0.072163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of mr. majestyk also starred in which films
Start Entity:     Mr. Majestyk
Gold Answer:      [['Messenger of Death', 'St. Ives', 'Machine-Gun Kelly', 'Death Hunt', "Murphy's Law", '10 to Midnight', 'Death Wish', 'Cold Sweat', 'The Dirty Dozen', 'This Property Is Condemned', "You Can't Win 'Em All", 'Once Upon a Time in the West', 'Love and Bullets', 'The Evil That Men Do', 'The Magnificent Seven', 'Death Wish II', 'Lola', 'Breakheart Pass', 'The Mechanic', 'The Valachi Papers', 'Assassination', 'Telefon', 'Breakout', "Chato's Land", 'Death Wish 3', 'Hard Times']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   Mr. Majestyk --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       Mr. Majestyk --[starred_actors]--> Charles Bronson --[No Operation]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   0.334083
Path Entropy(↓):  1.146469
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of that was then... this is now
Start Entity:     That Was Then... This Is Now
Gold Answer:      [['Matt Dillon', 'Emilio Estevez', 'Leslie Hope', 'Veronica Cartwright', 'Ralph Macchio', 'C. Thomas Howell', 'Charlie Sheen', 'Demi Moore', 'Martin Sheen', 'Deborah Kara Unger', 'Patrick Swayze', 'Yorick van Wageningen', 'Keith David']]
Predicted Ans:    Emilio Estevez
Predicted Path:   That Was Then... This Is Now --[written_by]--> Emilio Estevez --[(INV) written_by]--> The Way --[starred_actors]--> Emilio Estevez
Path (Raw):       That Was Then... This Is Now --[written_by]--> Emilio Estevez --[(INV) written_by]--> The Way --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.413943
Path Entropy(↓):  1.135663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was galt niederhoffer a writer on
Start Entity:     Galt Niederhoffer
Gold Answer:      [['The Romantics']]
Predicted Ans:    The Romantics
Predicted Path:   Galt Niederhoffer --[(INV) written_by]--> The Romantics --[written_by]--> Galt Niederhoffer --[(INV) written_by]--> The Romantics
Path (Raw):       Galt Niederhoffer --[(INV) written_by]--> The Romantics --[written_by]--> Galt Niederhoffer --[(INV) written_by]--> The Romantics
Neg LogProb(↓):   0.000264
Path Entropy(↓):  0.002485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by david haig were in which genres
Start Entity:     David Haig
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   David Haig --[(INV) written_by]--> My Boy Jack --[has_genre]--> Drama
Path (Raw):       David Haig --[No Operation]--> David Haig --[(INV) written_by]--> My Boy Jack --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by joao falcao were released in which years
Start Entity:     João Falcão
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   João Falcão --[(INV) written_by]--> A Dog's Will --[release_year]--> 2000
Path (Raw):       João Falcão --[No Operation]--> João Falcão --[(INV) written_by]--> A Dog's Will --[release_year]--> 2000
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the first beautiful thing
Start Entity:     The First Beautiful Thing
Gold Answer:      [['Paolo Virzì']]
Predicted Ans:    Paolo Virzì
Predicted Path:   The First Beautiful Thing --[directed_by]--> Paolo Virzì --[(INV) directed_by]--> Human Capital --[directed_by]--> Paolo Virzì
Path (Raw):       The First Beautiful Thing --[directed_by]--> Paolo Virzì --[(INV) directed_by]--> Human Capital --[directed_by]--> Paolo Virzì
Neg LogProb(↓):   0.006332
Path Entropy(↓):  0.038265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is vera drake
Start Entity:     Vera Drake
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Vera Drake --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Vera Drake --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.102691
Path Entropy(↓):  4.410116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed bobby
Start Entity:     Bobby
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bobby --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The Way --[has_genre]--> Drama
Path (Raw):       Bobby --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The Way --[has_genre]--> Drama
Neg LogProb(↓):   0.060410
Path Entropy(↓):  0.268598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by melissa p. writers
Start Entity:     Melissa P.
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Melissa P. --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P. --[in_language]--> Italian
Path (Raw):       Melissa P. --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P. --[in_language]--> Italian
Neg LogProb(↓):   0.000186
Path Entropy(↓):  0.001783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by anthony drazan
Start Entity:     Anthony Drazan
Gold Answer:      [['Michael Rapaport', 'Lois Bendler', 'Kevin Corrigan']]
Predicted Ans:    Michael Rapaport
Predicted Path:   Anthony Drazan --[(INV) written_by]--> Zebrahead --[starred_actors]--> Michael Rapaport
Path (Raw):       Anthony Drazan --[No Operation]--> Anthony Drazan --[(INV) written_by]--> Zebrahead --[starred_actors]--> Michael Rapaport
Neg LogProb(↓):   0.079759
Path Entropy(↓):  0.273642
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by alex van warmerdam in
Start Entity:     Alex van Warmerdam
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Alex van Warmerdam --[(INV) starred_actors]--> Borgman --[has_genre]--> Thriller
Path (Raw):       Alex van Warmerdam --[No Operation]--> Alex van Warmerdam --[(INV) starred_actors]--> Borgman --[has_genre]--> Thriller
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of love letter
Start Entity:     Love Letter
Gold Answer:      [['Yû Aoi', 'Takako Matsu', 'Anne Suzuki']]
Predicted Ans:    Etsushi Toyokawa
Predicted Path:   Love Letter --[written_by]--> Shunji Iwai --[(INV) written_by]--> Love Letter --[starred_actors]--> Etsushi Toyokawa
Path (Raw):       Love Letter --[written_by]--> Shunji Iwai --[(INV) written_by]--> Love Letter --[starred_actors]--> Etsushi Toyokawa
Neg LogProb(↓):   0.010450
Path Entropy(↓):  0.067008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of the real blonde
Start Entity:     The Real Blonde
Gold Answer:      [['Fluke', 'Walking and Talking', 'The Interpreter', 'Birdy', 'What Just Happened', 'Pacific Heights', 'Please Give', 'The Ballad of Jack and Rose', 'Simpatico', 'Bye Bye Love', 'Equinox', 'Full Metal Jacket', 'Living in Oblivion', 'Vision Quest', 'Cutthroat Island', 'Wind', 'Gross Anatomy', 'Streamers', 'Private School', 'The Croods', 'Mary', 'Full Frontal', 'Hamlet 2', 'Trust', 'Memphis Belle', 'Cyrus', 'Grease 2', 'Death to Smoochy']]
Predicted Ans:    Walking and Talking
Predicted Path:   The Real Blonde --[starred_actors]--> Catherine Keener --[(INV) starred_actors]--> Walking and Talking
Path (Raw):       The Real Blonde --[starred_actors]--> Catherine Keener --[No Operation]--> Catherine Keener --[(INV) starred_actors]--> Walking and Talking
Neg LogProb(↓):   0.162861
Path Entropy(↓):  0.589902
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie 10 starred who
Start Entity:     10
Gold Answer:      [['Robert Webber', 'Dudley Moore', 'Julie Andrews', 'Bo Derek']]
Predicted Ans:    Bo Derek
Predicted Path:   10 --[starred_actors]--> Bo Derek --[(INV) starred_actors]--> 10 --[starred_actors]--> Bo Derek
Path (Raw):       10 --[starred_actors]--> Bo Derek --[(INV) starred_actors]--> 10 --[starred_actors]--> Bo Derek
Neg LogProb(↓):   0.429958
Path Entropy(↓):  0.698477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing five star final
Start Entity:     Five Star Final
Gold Answer:      [['mervyn leroy']]
Predicted Ans:    mervyn leroy
Predicted Path:   Five Star Final --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Path (Raw):       Five Star Final --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Neg LogProb(↓):   1.015314
Path Entropy(↓):  1.353050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie someone to watch over me released
Start Entity:     Someone to Watch Over Me
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Someone to Watch Over Me --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Someone to Watch Over Me --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   2.439281
Path Entropy(↓):  4.030067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed lost horizon
Start Entity:     Lost Horizon
Gold Answer:      [['Robert Littell', 'Myles Connolly', 'Grace Zaring Stone', 'Howard Lindsay', 'Russel Crouse', 'Joe Dunthorne', 'Joseph Kesselring', 'Jo Swerling', 'Harry Tugend', 'Clarence Budington Kelland', 'Sidney Sheldon', 'Lewis R. Foster', 'Milton Herbert Gropper', 'Sidney Buchman', 'Samuel Hopkins Adams', 'Arnold Schulman', 'Frank Capra', 'Maxwell Anderson', 'Richard Ayoade', 'Damon Runyon', 'Hal Kanter', 'John Meehan', 'Anthony Veiller', 'Julius J. Epstein', 'Philip G. Epstein', 'Herman Raucher', 'Moss Hart', 'Robert Riskin', 'Robin Lee Graham', "Liam O'Brien", 'George S. Kaufman', 'Bridget Boland', 'John Hale', 'Richard Sokolove', 'Philip Van Doren Stern']]
Predicted Ans:    Robert Riskin
Predicted Path:   Lost Horizon --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[written_by]--> Robert Riskin
Path (Raw):       Lost Horizon --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[written_by]--> Robert Riskin
Neg LogProb(↓):   1.339365
Path Entropy(↓):  2.684843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the sweetest thing
Start Entity:     The Sweetest Thing
Gold Answer:      [['Christian Clavier', 'Greg Coolidge', 'Pete Jones', 'Wallace Wolodarsky', 'Don Calame', 'Maya Forbes', 'Ryan Jaffe', 'Chris Conroy']]
Predicted Ans:    Don Calame
Predicted Path:   The Sweetest Thing --[starred_actors]--> Christina Applegate --[(INV) starred_actors]--> Employee of the Month --[written_by]--> Don Calame
Path (Raw):       The Sweetest Thing --[starred_actors]--> Christina Applegate --[(INV) starred_actors]--> Employee of the Month --[written_by]--> Don Calame
Neg LogProb(↓):   0.041565
Path Entropy(↓):  0.234684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with geri miller
Start Entity:     Geri Miller
Gold Answer:      [['Rooney Mara', 'Wagner Moura', 'Holly Woodlawn', 'Joe Dallesandro', 'Martin Sheen', 'Andrea Feldman']]
Predicted Ans:    Joe Dallesandro
Predicted Path:   Geri Miller --[(INV) starred_actors]--> Trash --[starred_actors]--> Joe Dallesandro
Path (Raw):       Geri Miller --[No Operation]--> Geri Miller --[(INV) starred_actors]--> Trash --[starred_actors]--> Joe Dallesandro
Neg LogProb(↓):   0.030243
Path Entropy(↓):  0.139507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of tokyo!
Start Entity:     Tokyo!
Gold Answer:      [['Michel Gondry', 'Leos Carax', 'Lloyd Bacon']]
Predicted Ans:    Michel Gondry
Predicted Path:   Tokyo! --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Path (Raw):       Tokyo! --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.059161
Path Entropy(↓):  0.276439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director james lapine co - directed films with who
Start Entity:     James Lapine
Gold Answer:      [['Rob Marshall']]
Predicted Ans:    James Lapine
Predicted Path:   James Lapine --[(INV) directed_by]--> Impromptu --[directed_by]--> James Lapine
Path (Raw):       James Lapine --[No Operation]--> James Lapine --[(INV) directed_by]--> Impromptu --[directed_by]--> James Lapine
Neg LogProb(↓):   0.298652
Path Entropy(↓):  0.571147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies are about catholicism
Start Entity:     catholicism
Gold Answer:      [['Stolen Summer']]
Predicted Ans:    Stolen Summer
Predicted Path:   catholicism --[(INV) has_tags]--> Stolen Summer --[has_tags]--> project greenlight --[(INV) has_tags]--> Stolen Summer
Path (Raw):       catholicism --[(INV) has_tags]--> Stolen Summer --[has_tags]--> project greenlight --[(INV) has_tags]--> Stolen Summer
Neg LogProb(↓):   0.001468
Path Entropy(↓):  0.012519
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie bombshell in a few words
Start Entity:     Bombshell
Gold Answer:      [['victor fleming', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Bombshell --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Bombshell --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.436799
Path Entropy(↓):  0.709403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in after office hours also appears in which films
Start Entity:     After Office Hours
Gold Answer:      [['Dancing Lady', 'Night Nurse', 'Wife vs. Secretary', 'No Man of Her Own', 'Manhattan Melodrama', 'Soldier of Fortune', 'Command Decision', 'Polly of the Circus', 'Mogambo', 'Any Number Can Play', 'What Price Hollywood?', 'The Hucksters', 'Betrayed', 'Test Pilot', 'Red Dust', 'San Francisco', 'It Happened One Night', 'China Seas', 'Merrily We Live', 'The Tall Men', 'Forsaking All Others', 'The Misfits', 'Too Hot to Handle', 'The King and Four Queens', 'Boom Town', 'But Not for Me', 'Topper Takes a Trip', 'Across the Wide Missouri', 'The Call of the Wild', "Teacher's Pet", 'Saratoga', 'Strange Cargo', 'A Free Soul', 'Night Flight', 'Possessed', 'Topper', 'Mutiny on the Bounty', 'Cain and Mabel', "Idiot's Delight", 'It Started in Naples', 'Comrade X']]
Predicted Ans:    It Started in Naples
Predicted Path:   After Office Hours --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples
Path (Raw):       After Office Hours --[starred_actors]--> Clark Gable --[No Operation]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples
Neg LogProb(↓):   1.045463
Path Entropy(↓):  1.701268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of glenn langan acted films
Start Entity:     Glenn Langan
Gold Answer:      [['Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Glenn Langan --[(INV) starred_actors]--> Dragonwyck --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Glenn Langan --[No Operation]--> Glenn Langan --[(INV) starred_actors]--> Dragonwyck --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by karl hardman were directed by who
Start Entity:     Karl Hardman
Gold Answer:      [['Tom Savini', 'George A. Romero']]
Predicted Ans:    George A. Romero
Predicted Path:   Karl Hardman --[(INV) starred_actors]--> Night of the Living Dead --[directed_by]--> George A. Romero
Path (Raw):       Karl Hardman --[No Operation]--> Karl Hardman --[(INV) starred_actors]--> Night of the Living Dead --[directed_by]--> George A. Romero
Neg LogProb(↓):   0.015600
Path Entropy(↓):  0.079880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the born losers director release
Start Entity:     The Born Losers
Gold Answer:      [['1971', '1974', '1977']]
Predicted Ans:    1967
Predicted Path:   The Born Losers --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[release_year]--> 1967
Path (Raw):       The Born Losers --[directed_by]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[release_year]--> 1967
Neg LogProb(↓):   0.236027
Path Entropy(↓):  0.685801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films for the writer of amour
Start Entity:     Amour
Gold Answer:      [['Rob Sitch', 'Michael Haneke']]
Predicted Ans:    Michael Haneke
Predicted Path:   Amour --[written_by]--> Michael Haneke --[(INV) written_by]--> Amour --[directed_by]--> Michael Haneke
Path (Raw):       Amour --[written_by]--> Michael Haneke --[(INV) written_by]--> Amour --[directed_by]--> Michael Haneke
Neg LogProb(↓):   0.210898
Path Entropy(↓):  0.607342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with mary astor
Start Entity:     Mary Astor
Gold Answer:      [['Judy Garland', 'Chiwetel Ejiofor', 'Hilary Swank', 'Denzel Washington', 'Jon Hall', 'Gladys George', 'Ricardo Cortez', "Margaret O'Brien", 'George Brent', 'Richard Dix', 'Bette Davis', 'Bebe Daniels', 'Joel McCrea', 'Lucille Bremer', 'Claudette Colbert', 'Joan Blondell', 'Walter Huston', 'Dudley Digges', 'Dorothy Lamour', 'Melvyn Douglas', 'Sydney Greenstreet', 'Ruth Chatterton', 'Clark Gable', 'Jean Harlow', 'Robert Armstrong', 'Humphrey Bogart', 'Louis Wolheim', 'William Boyd', 'Peter Lorre', 'C. Aubrey Smith']]
Predicted Ans:    Peter Lorre
Predicted Path:   Mary Astor --[(INV) starred_actors]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Path (Raw):       Mary Astor --[No Operation]--> Mary Astor --[(INV) starred_actors]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.284792
Path Entropy(↓):  0.750633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in zombie apocalypse
Start Entity:     Zombie Apocalypse
Gold Answer:      [['Taryn Manning', 'Ving Rhames', 'Johnny Pacar', 'Gary Weeks']]
Predicted Ans:    Gary Weeks
Predicted Path:   Zombie Apocalypse --[starred_actors]--> Gary Weeks --[(INV) starred_actors]--> Zombie Apocalypse --[starred_actors]--> Gary Weeks
Path (Raw):       Zombie Apocalypse --[starred_actors]--> Gary Weeks --[(INV) starred_actors]--> Zombie Apocalypse --[starred_actors]--> Gary Weeks
Neg LogProb(↓):   0.771846
Path Entropy(↓):  1.237717
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film vera cruz were in which languages
Start Entity:     Vera Cruz
Gold Answer:      [['French', 'English', 'Polish', 'Italian', 'German', 'Russian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Vera Cruz --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Vera Cruz --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.825309
Path Entropy(↓):  1.369183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film enchanted were in which genres
Start Entity:     Enchanted
Gold Answer:      [['Family', 'Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Enchanted --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[has_genre]--> Adventure
Path (Raw):       Enchanted --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[has_genre]--> Adventure
Neg LogProb(↓):   0.218834
Path Entropy(↓):  0.501144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of heavy metal 2000
Start Entity:     Heavy Metal 2000
Gold Answer:      [['Alan Ritchson', 'Megan Fox', 'Will Arnett', 'William Fichtner']]
Predicted Ans:    Will Arnett
Predicted Path:   Heavy Metal 2000 --[written_by]--> Kevin Eastman --[(INV) written_by]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Path (Raw):       Heavy Metal 2000 --[written_by]--> Kevin Eastman --[(INV) written_by]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Neg LogProb(↓):   1.001945
Path Entropy(↓):  1.682622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of charlotte gainsbourg acted films
Start Entity:     Charlotte Gainsbourg
Gold Answer:      [['2009', '2005', '1993', '2010', '2006', '2012', '2011']]
Predicted Ans:    2006
Predicted Path:   Charlotte Gainsbourg --[(INV) starred_actors]--> I Do --[release_year]--> 2006
Path (Raw):       Charlotte Gainsbourg --[No Operation]--> Charlotte Gainsbourg --[(INV) starred_actors]--> I Do --[release_year]--> 2006
Neg LogProb(↓):   1.289554
Path Entropy(↓):  1.772407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the fourth kind
Start Entity:     The Fourth Kind
Gold Answer:      [['Stephen Moyer', 'Radha Mitchell']]
Predicted Ans:    Milla Jovovich
Predicted Path:   The Fourth Kind --[directed_by]--> Olatunde Osunsanmi --[(INV) directed_by]--> The Fourth Kind --[starred_actors]--> Milla Jovovich
Path (Raw):       The Fourth Kind --[directed_by]--> Olatunde Osunsanmi --[(INV) directed_by]--> The Fourth Kind --[starred_actors]--> Milla Jovovich
Neg LogProb(↓):   0.008755
Path Entropy(↓):  0.056592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie i'm going home are written by who
Start Entity:     I'm Going Home
Gold Answer:      [['Manoel de Oliveira']]
Predicted Ans:    Manoel de Oliveira
Predicted Path:   I'm Going Home --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira
Path (Raw):       I'm Going Home --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira
Neg LogProb(↓):   0.100483
Path Entropy(↓):  0.415222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of leave it to beaver also wrote movies
Start Entity:     Leave It to Beaver
Gold Answer:      [['Bringing Out the Dead']]
Predicted Ans:    Bringing Out the Dead
Predicted Path:   Leave It to Beaver --[written_by]--> Joe Connelly --[(INV) written_by]--> Bringing Out the Dead
Path (Raw):       Leave It to Beaver --[written_by]--> Joe Connelly --[(INV) written_by]--> Bringing Out the Dead --[No Operation]--> Bringing Out the Dead
Neg LogProb(↓):   0.016927
Path Entropy(↓):  0.085498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by amat escalante released
Start Entity:     Amat Escalante
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Amat Escalante --[(INV) written_by]--> Heli --[release_year]--> 2013
Path (Raw):       Amat Escalante --[No Operation]--> Amat Escalante --[(INV) written_by]--> Heli --[release_year]--> 2013
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of conquest of space also directed which films
Start Entity:     Conquest of Space
Gold Answer:      [['Long John Silver', 'The War of the Worlds', 'The Naked Jungle', 'The First Texan', 'Robinson Crusoe on Mars']]
Predicted Ans:    The Naked Jungle
Predicted Path:   Conquest of Space --[directed_by]--> Byron Haskin --[(INV) directed_by]--> The Naked Jungle
Path (Raw):       Conquest of Space --[directed_by]--> Byron Haskin --[(INV) directed_by]--> The Naked Jungle --[No Operation]--> The Naked Jungle
Neg LogProb(↓):   0.219608
Path Entropy(↓):  0.735349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie cyrus are directed by who
Start Entity:     Cyrus
Gold Answer:      [['Greg Mottola', 'Wolfgang Petersen', 'Rebecca Miller', 'Todd Field', 'Ariel Vromen', 'Martin Scorsese', 'Chris Sanders', 'Bennett Miller', 'Paul Thomas Anderson', 'Jeff Baena', 'Marc Lawrence', 'Tamara Jenkins', 'Barry Levinson', 'Ron Howard', 'Ruba Nadda', 'Roman Polanski', 'Evan Goldberg', 'Rich Moore', 'Tony Bill', 'Andy Fickman', 'Akiva Schaffer', 'Nicole Holofcener', 'Daisy von Scherler Mayer', 'Jonathan Lynn', 'David Schwimmer', 'Gregory Jacobs', 'Adam McKay', 'Tom McGrath', 'Steven Soderbergh', 'Danny DeVito', 'Ricky Gervais', 'Christopher Miller', 'Phil Lord', 'Shane Acker', 'Hideo Nakata', 'Mira Nair', 'Francis Veber', 'Matthew Robinson', 'Andrew Fleming', 'Sidney Lumet', 'Walter Salles', 'Darren Aronofsky', 'Hal Hartley', 'Rupert Goold', 'Sydney Pollack', 'Brad Furman', 'Seth Rogen', 'Norman Jewison', 'Joe Charbanic', 'Delphine Gleize', 'Tom DiCillo', 'Nick Cassavetes']]
Predicted Ans:    Adam McKay
Predicted Path:   Cyrus --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> Step Brothers --[directed_by]--> Adam McKay
Path (Raw):       Cyrus --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> Step Brothers --[directed_by]--> Adam McKay
Neg LogProb(↓):   0.276767
Path Entropy(↓):  0.784978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does antonio cupo appear in
Start Entity:     Antonio Cupo
Gold Answer:      [['American Mary']]
Predicted Ans:    Ginger Snaps
Predicted Path:   Antonio Cupo --[(INV) starred_actors]--> American Mary --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Ginger Snaps
Path (Raw):       Antonio Cupo --[(INV) starred_actors]--> American Mary --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Ginger Snaps
Neg LogProb(↓):   0.175272
Path Entropy(↓):  0.632642
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by michael jai white
Start Entity:     Michael Jai White
Gold Answer:      [['1995', '2009', '1997', '2008', '2011']]
Predicted Ans:    1995
Predicted Path:   Michael Jai White --[(INV) starred_actors]--> Tyson --[release_year]--> 1995
Path (Raw):       Michael Jai White --[No Operation]--> Michael Jai White --[(INV) starred_actors]--> Tyson --[release_year]--> 1995
Neg LogProb(↓):   0.248196
Path Entropy(↓):  0.620610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of alan snow written movies
Start Entity:     Alan Snow
Gold Answer:      [['Anthony Stacchi', 'Graham Annable']]
Predicted Ans:    Anthony Stacchi
Predicted Path:   Alan Snow --[(INV) written_by]--> The Boxtrolls --[directed_by]--> Anthony Stacchi
Path (Raw):       Alan Snow --[No Operation]--> Alan Snow --[(INV) written_by]--> The Boxtrolls --[directed_by]--> Anthony Stacchi
Neg LogProb(↓):   0.001262
Path Entropy(↓):  0.009682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the play director
Start Entity:     Play
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Play --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Play --[has_genre]--> Drama
Path (Raw):       Play --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Play --[has_genre]--> Drama
Neg LogProb(↓):   0.000348
Path Entropy(↓):  0.003142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in outi maenpaa acted films
Start Entity:     Outi Mäenpää
Gold Answer:      [['Swedish', 'Finnish']]
Predicted Ans:    Swedish
Predicted Path:   Outi Mäenpää --[(INV) starred_actors]--> Beyond --[in_language]--> Swedish
Path (Raw):       Outi Mäenpää --[No Operation]--> Outi Mäenpää --[(INV) starred_actors]--> Beyond --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the court - martial of billy mitchell
Start Entity:     The Court-Martial of Billy Mitchell
Gold Answer:      [['Ralph Bellamy', 'Rod Steiger', 'Gary Cooper', 'Charles Bickford']]
Predicted Ans:    Charles Bickford
Predicted Path:   The Court-Martial of Billy Mitchell --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Dynamite --[starred_actors]--> Charles Bickford
Path (Raw):       The Court-Martial of Billy Mitchell --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Dynamite --[starred_actors]--> Charles Bickford
Neg LogProb(↓):   0.519609
Path Entropy(↓):  1.596587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote burn after reading
Start Entity:     Burn After Reading
Gold Answer:      [['Geoffrey Rush', 'Tim Blake Nelson', 'Jennifer Jason Leigh', 'Oscar Isaac', 'Carey Mulligan', 'Julianne Moore', 'Steve Buscemi', 'Michael Caine', 'George Clooney', 'Billy Bob Thornton', 'William H. Macy', 'Herbert Lom', 'Michael Badalucco', 'Frances McDormand', 'Josh Brolin', 'James Gandolfini', 'Peter Stormare', 'Irma P. Hall', 'Shirley MacLaine', 'Alan Rickman', 'Paul Newman', 'Michael Stuhlbarg', 'Cecil Parker', 'Jeff Bridges', 'Colin Firth', 'John Goodman', 'Alec Guinness', 'Javier Bardem', 'Cedric the Entertainer', 'Tom Hanks', 'Tom Courtenay', 'John Turturro', 'Justin Timberlake', 'Tim Robbins', 'Marlon Wayans', 'Tommy Lee Jones', 'Peter Sellers']]
Predicted Ans:    George Clooney
Predicted Path:   Burn After Reading --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[starred_actors]--> George Clooney
Path (Raw):       Burn After Reading --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[starred_actors]--> George Clooney
Neg LogProb(↓):   0.638117
Path Entropy(↓):  1.598644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed cannibal holocaust
Start Entity:     Cannibal Holocaust
Gold Answer:      [['Ruggero Deodato']]
Predicted Ans:    Ruggero Deodato
Predicted Path:   Cannibal Holocaust --[directed_by]--> Ruggero Deodato --[(INV) directed_by]--> Cut and Run --[directed_by]--> Ruggero Deodato
Path (Raw):       Cannibal Holocaust --[directed_by]--> Ruggero Deodato --[(INV) directed_by]--> Cut and Run --[directed_by]--> Ruggero Deodato
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by vincent patar release
Start Entity:     Vincent Patar
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Vincent Patar --[(INV) written_by]--> A Town Called Panic --[release_year]--> 2009
Path (Raw):       Vincent Patar --[No Operation]--> Vincent Patar --[(INV) written_by]--> A Town Called Panic --[release_year]--> 2009
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does the bounty hunter fall under
Start Entity:     The Bounty Hunter
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Bounty Hunter --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Bounty Hunter --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.081007
Path Entropy(↓):  4.437390
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with scott mcgehee
Start Entity:     Scott McGehee
Gold Answer:      [['David Siegel']]
Predicted Ans:    Scott McGehee
Predicted Path:   Scott McGehee --[(INV) written_by]--> The Deep End --[written_by]--> Scott McGehee
Path (Raw):       Scott McGehee --[No Operation]--> Scott McGehee --[(INV) written_by]--> The Deep End --[written_by]--> Scott McGehee
Neg LogProb(↓):   0.050375
Path Entropy(↓):  0.236108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by michael abbott jr. were in which genres
Start Entity:     Michael Abbott Jr.
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Michael Abbott Jr. --[(INV) starred_actors]--> Shotgun Stories --[has_genre]--> Drama
Path (Raw):       Michael Abbott Jr. --[No Operation]--> Michael Abbott Jr. --[(INV) starred_actors]--> Shotgun Stories --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with joe's palace fall under
Start Entity:     Joe's Palace
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Joe's Palace --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Capturing Mary --[has_genre]--> Drama
Path (Raw):       Joe's Palace --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Capturing Mary --[has_genre]--> Drama
Neg LogProb(↓):   0.699267
Path Entropy(↓):  0.737672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the fabulous baker boys
Start Entity:     The Fabulous Baker Boys
Gold Answer:      [['French', 'Dutch', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The Fabulous Baker Boys --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Path (Raw):       The Fabulous Baker Boys --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.020555
Path Entropy(↓):  0.105896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about arabian nights
Start Entity:     arabian nights
Gold Answer:      [['Arabian Nights']]
Predicted Ans:    Arabian Nights
Predicted Path:   arabian nights --[(INV) has_tags]--> Arabian Nights --[has_tags]--> arabian nights --[(INV) has_tags]--> Arabian Nights
Path (Raw):       arabian nights --[(INV) has_tags]--> Arabian Nights --[has_tags]--> arabian nights --[(INV) has_tags]--> Arabian Nights
Neg LogProb(↓):   0.020393
Path Entropy(↓):  0.112008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by anne francis
Start Entity:     Anne Francis
Gold Answer:      [['William Conrad', 'Douglas Trumbull', 'Fred M. Wilcox', 'Laís Bodanzky', 'John Sturges']]
Predicted Ans:    John Sturges
Predicted Path:   Anne Francis --[(INV) starred_actors]--> Bad Day at Black Rock --[directed_by]--> John Sturges
Path (Raw):       Anne Francis --[No Operation]--> Anne Francis --[(INV) starred_actors]--> Bad Day at Black Rock --[directed_by]--> John Sturges
Neg LogProb(↓):   0.001736
Path Entropy(↓):  0.013301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jacques sernas were written by who
Start Entity:     Jacques Sernas
Gold Answer:      [['N. Richard Nash', 'Hugh Gray', 'John Twist']]
Predicted Ans:    John Twist
Predicted Path:   Jacques Sernas --[(INV) starred_actors]--> Helen of Troy --[written_by]--> John Twist
Path (Raw):       Jacques Sernas --[No Operation]--> Jacques Sernas --[(INV) starred_actors]--> Helen of Troy --[written_by]--> John Twist
Neg LogProb(↓):   0.015085
Path Entropy(↓):  0.083940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the poseidon adventure actors
Start Entity:     The Poseidon Adventure
Gold Answer:      [['French', 'Swahili', 'Italian', 'Japanese', 'German']]
Predicted Ans:    Italian
Predicted Path:   The Poseidon Adventure --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       The Poseidon Adventure --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.875835
Path Entropy(↓):  1.090225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film merrily we live was written by who
Start Entity:     Merrily We Live
Gold Answer:      [['Jack Jevne', 'Eddie Moran']]
Predicted Ans:    Jack Jevne
Predicted Path:   Merrily We Live --[written_by]--> Jack Jevne --[(INV) written_by]--> Merrily We Live --[written_by]--> Jack Jevne
Path (Raw):       Merrily We Live --[written_by]--> Jack Jevne --[(INV) written_by]--> Merrily We Live --[written_by]--> Jack Jevne
Neg LogProb(↓):   0.391059
Path Entropy(↓):  0.764199
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of tarzan the ape man
Start Entity:     Tarzan the Ape Man
Gold Answer:      [['The Prisoner of Zenda', "Tarzan's New York Adventure", 'The Devil-Doll', 'The Big Clock', 'Why Be Good?', 'The Hurricane', 'Just a Gigolo', 'The Widow from Chicago', 'Beyond Tomorrow', "Tarzan's Secret Treasure", 'Tarzan Finds a Son!', 'The Gilded Lily', 'Voodoo Tiger', 'Anna Karenina', 'Tarzan Escapes', 'Skyscraper Souls', 'The Four Feathers', 'Hide-Out', 'The Tall T']]
Predicted Ans:    Tarzan the Ape Man
Predicted Path:   Tarzan the Ape Man --[starred_actors]--> C. Aubrey Smith --[(INV) starred_actors]--> Tarzan the Ape Man
Path (Raw):       Tarzan the Ape Man --[starred_actors]--> C. Aubrey Smith --[No Operation]--> C. Aubrey Smith --[(INV) starred_actors]--> Tarzan the Ape Man
Neg LogProb(↓):   0.887744
Path Entropy(↓):  1.572543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did emile hirsch star in
Start Entity:     Emile Hirsch
Gold Answer:      [['Prince Avalanche', 'Into the Wild', 'The Girl Next Door', 'The Dangerous Lives of Altar Boys', 'The Darkest Hour', 'The Motel Life', 'Alpha Dog', 'Lone Survivor', 'Speed Racer', 'Killer Joe']]
Predicted Ans:    Lone Survivor
Predicted Path:   Emile Hirsch --[(INV) starred_actors]--> Lone Survivor --[starred_actors]--> Emile Hirsch --[(INV) starred_actors]--> Lone Survivor
Path (Raw):       Emile Hirsch --[(INV) starred_actors]--> Lone Survivor --[starred_actors]--> Emile Hirsch --[(INV) starred_actors]--> Lone Survivor
Neg LogProb(↓):   0.735505
Path Entropy(↓):  0.938173
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the slams
Start Entity:     The Slams
Gold Answer:      [['Matt Drake', 'Don Roos', 'Michael Bacall', 'Tom Topor', 'Lawrence Lasker', 'Yolande Turner', 'Ken Friedman']]
Predicted Ans:    Tom Topor
Predicted Path:   The Slams --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused --[written_by]--> Tom Topor
Path (Raw):       The Slams --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused --[written_by]--> Tom Topor
Neg LogProb(↓):   0.013354
Path Entropy(↓):  0.087847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of nadja
Start Entity:     Nadja
Gold Answer:      [['Richard Attenborough', 'Alan Bates', 'Sam Shepard', 'Diane Venora', 'Patrick Stewart', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'Paul Scofield', 'David Tennant', 'Anthony Hopkins', 'Glenn Close', 'Nicol Williamson', 'Mel Gibson', 'Kyle MacLachlan', 'Judy Parfitt', 'Marianne Faithfull']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Nadja --[directed_by]--> Michael Almereyda --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Nadja --[directed_by]--> Michael Almereyda --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   1.313481
Path Entropy(↓):  1.946647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with high strung fall under
Start Entity:     High Strung
Gold Answer:      [['Horror', 'Adventure', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   High Strung --[starred_actors]--> Denise Crosby --[(INV) starred_actors]--> Pet Sematary --[has_genre]--> Horror
Path (Raw):       High Strung --[starred_actors]--> Denise Crosby --[(INV) starred_actors]--> Pet Sematary --[has_genre]--> Horror
Neg LogProb(↓):   0.664986
Path Entropy(↓):  1.299992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in bad dreams also appears in which films
Start Entity:     Bad Dreams
Gold Answer:      [['Bride of Re-Animator', 'Permanent Record', 'Screamers']]
Predicted Ans:    Bad Dreams
Predicted Path:   Bad Dreams --[starred_actors]--> Bruce Abbott --[(INV) starred_actors]--> Bad Dreams
Path (Raw):       Bad Dreams --[starred_actors]--> Bruce Abbott --[No Operation]--> Bruce Abbott --[(INV) starred_actors]--> Bad Dreams
Neg LogProb(↓):   0.164444
Path Entropy(↓):  0.516967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did denis forman write
Start Entity:     Denis Forman
Gold Answer:      [['My Life So Far']]
Predicted Ans:    My Life So Far
Predicted Path:   Denis Forman --[(INV) written_by]--> My Life So Far --[written_by]--> Denis Forman --[(INV) written_by]--> My Life So Far
Path (Raw):       Denis Forman --[(INV) written_by]--> My Life So Far --[written_by]--> Denis Forman --[(INV) written_by]--> My Life So Far
Neg LogProb(↓):   0.085127
Path Entropy(↓):  0.282671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of betsy baker acted films
Start Entity:     Betsy Baker
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Betsy Baker --[(INV) starred_actors]--> The Evil Dead --[release_year]--> 1981
Path (Raw):       Betsy Baker --[No Operation]--> Betsy Baker --[(INV) starred_actors]--> The Evil Dead --[release_year]--> 1981
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film fulltime killer
Start Entity:     Fulltime Killer
Gold Answer:      [['Johnnie To', 'Peter Chan', 'George Cukor', 'Nancy Meyers', 'Alan Mak', 'Taylor Wong', 'Ann Hui']]
Predicted Ans:    Nancy Meyers
Predicted Path:   Fulltime Killer --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[directed_by]--> Nancy Meyers
Path (Raw):       Fulltime Killer --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[directed_by]--> Nancy Meyers
Neg LogProb(↓):   0.095502
Path Entropy(↓):  0.356700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor french stewart starred together with who
Start Entity:     French Stewart
Gold Answer:      [['Tyra Banks', 'Jesse Bradford', 'Michael Biehn', 'Ben Affleck', 'Sam Rockwell', 'Paula Garcés', 'Bill Bellamy']]
Predicted Ans:    French Stewart
Predicted Path:   French Stewart --[(INV) starred_actors]--> Clockstoppers --[starred_actors]--> French Stewart
Path (Raw):       French Stewart --[No Operation]--> French Stewart --[(INV) starred_actors]--> Clockstoppers --[starred_actors]--> French Stewart
Neg LogProb(↓):   0.798431
Path Entropy(↓):  1.131756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by ronni kern
Start Entity:     Ronni Kern
Gold Answer:      [['Matthew Settle', 'Alicia Witt', 'Scott Bakula']]
Predicted Ans:    Scott Bakula
Predicted Path:   Ronni Kern --[(INV) written_by]--> Blue Smoke --[starred_actors]--> Scott Bakula
Path (Raw):       Ronni Kern --[No Operation]--> Ronni Kern --[(INV) written_by]--> Blue Smoke --[starred_actors]--> Scott Bakula
Neg LogProb(↓):   0.033776
Path Entropy(↓):  0.150950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by dear john actors
Start Entity:     Dear John
Gold Answer:      [['Sport', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dear John --[starred_actors]--> Amanda Seyfried --[(INV) starred_actors]--> Mamma Mia! --[has_genre]--> Comedy
Path (Raw):       Dear John --[starred_actors]--> Amanda Seyfried --[(INV) starred_actors]--> Mamma Mia! --[has_genre]--> Comedy
Neg LogProb(↓):   1.592723
Path Entropy(↓):  1.309235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did conor mcmahon write
Start Entity:     Conor McMahon
Gold Answer:      [['Dead Meat', 'Stitches']]
Predicted Ans:    Stitches
Predicted Path:   Conor McMahon --[(INV) written_by]--> Stitches --[written_by]--> Conor McMahon --[(INV) written_by]--> Stitches
Path (Raw):       Conor McMahon --[(INV) written_by]--> Stitches --[written_by]--> Conor McMahon --[(INV) written_by]--> Stitches
Neg LogProb(↓):   0.049071
Path Entropy(↓):  0.219127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of four shades of brown
Start Entity:     Four Shades of Brown
Gold Answer:      [['Kåre Hedebrant', 'Lina Leandersson', 'John Hurt', 'Mark Strong']]
Predicted Ans:    Robert Gustafsson
Predicted Path:   Four Shades of Brown --[directed_by]--> Tomas Alfredson --[(INV) directed_by]--> Four Shades of Brown --[starred_actors]--> Robert Gustafsson
Path (Raw):       Four Shades of Brown --[directed_by]--> Tomas Alfredson --[(INV) directed_by]--> Four Shades of Brown --[starred_actors]--> Robert Gustafsson
Neg LogProb(↓):   0.001177
Path Entropy(↓):  0.010721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by kiyoshi kurosawa
Start Entity:     Kiyoshi Kurosawa
Gold Answer:      [['Tadanobu Asano', 'Cliff De Young', 'Hiromi Nagasaku', 'Miki Nakatani', 'Christina Milian', 'Drew Barrymore', 'Etsushi Toyokawa', 'Tatsuya Fuji', 'Ian Somerhalder', 'Roxanne Hart', 'Kristen Bell', 'Matthew Lawrence', 'Joseph Lawrence']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Kiyoshi Kurosawa --[(INV) written_by]--> Bright Future --[starred_actors]--> Tadanobu Asano
Path (Raw):       Kiyoshi Kurosawa --[No Operation]--> Kiyoshi Kurosawa --[(INV) written_by]--> Bright Future --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.252364
Path Entropy(↓):  0.817465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the big house were released in which years
Start Entity:     The Big House
Gold Answer:      [['1926', '1930', '1931']]
Predicted Ans:    1930
Predicted Path:   The Big House --[directed_by]--> George W. Hill --[(INV) directed_by]--> Min and Bill --[release_year]--> 1930
Path (Raw):       The Big House --[directed_by]--> George W. Hill --[(INV) directed_by]--> Min and Bill --[release_year]--> 1930
Neg LogProb(↓):   0.020668
Path Entropy(↓):  0.115520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by carrie fisher
Start Entity:     Carrie Fisher
Gold Answer:      [['Anthony Shaffer', 'Agatha Christie', 'Delia Ephron', 'Michael Winner', 'Peter Buckman', 'Nora Ephron', 'Dana Olsen', 'Meg Wolitzer', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Carrie Fisher --[(INV) starred_actors]--> Hannah and Her Sisters --[written_by]--> Woody Allen
Path (Raw):       Carrie Fisher --[No Operation]--> Carrie Fisher --[(INV) starred_actors]--> Hannah and Her Sisters --[written_by]--> Woody Allen
Neg LogProb(↓):   0.523189
Path Entropy(↓):  0.694985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed great expectations
Start Entity:     Great Expectations
Gold Answer:      [['Romance', 'Family', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Great Expectations --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[has_genre]--> Drama
Path (Raw):       Great Expectations --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[has_genre]--> Drama
Neg LogProb(↓):   0.165835
Path Entropy(↓):  0.562709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of crimes of passion
Start Entity:     Crimes of Passion
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Crimes of Passion --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Crimes of Passion --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   1.764330
Path Entropy(↓):  2.911238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of defenseless
Start Entity:     Defenseless
Gold Answer:      [['Martin Campbell']]
Predicted Ans:    Martin Campbell
Predicted Path:   Defenseless --[directed_by]--> Martin Campbell --[(INV) directed_by]--> GoldenEye --[directed_by]--> Martin Campbell
Path (Raw):       Defenseless --[directed_by]--> Martin Campbell --[(INV) directed_by]--> GoldenEye --[directed_by]--> Martin Campbell
Neg LogProb(↓):   0.048590
Path Entropy(↓):  0.210694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by john hughes fall under
Start Entity:     John Hughes
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Path (Raw):       John Hughes --[No Operation]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Neg LogProb(↓):   0.244509
Path Entropy(↓):  0.577818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed cat run
Start Entity:     Cat Run
Gold Answer:      [['Josh Duhamel', 'Desmond Askew', 'Jessica Alba', 'Omari Hardwick', 'Emayatzy Corinealdi', 'Paul Walker', 'Halle Berry', 'Melissa George', 'Michelle Rodriguez', 'Olivier Martinez', 'Sanoe Lake', 'Olivia Wilde', 'Kate Bosworth', 'Susan Sarandon', 'Scott Caan']]
Predicted Ans:    Michelle Rodriguez
Predicted Path:   Cat Run --[directed_by]--> John Stockwell --[(INV) directed_by]--> Blue Crush --[starred_actors]--> Michelle Rodriguez
Path (Raw):       Cat Run --[directed_by]--> John Stockwell --[(INV) directed_by]--> Blue Crush --[starred_actors]--> Michelle Rodriguez
Neg LogProb(↓):   0.377209
Path Entropy(↓):  0.729762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in lord love a duck
Start Entity:     Lord Love a Duck
Gold Answer:      [['Roddy McDowall', 'Tuesday Weld']]
Predicted Ans:    Tuesday Weld
Predicted Path:   Lord Love a Duck --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Path (Raw):       Lord Love a Duck --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Neg LogProb(↓):   0.239083
Path Entropy(↓):  0.909398
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with anton walbrook
Start Entity:     anton walbrook
Gold Answer:      [['The Red Shoes', 'The Life and Death of Colonel Blimp']]
Predicted Ans:    The Life and Death of Colonel Blimp
Predicted Path:   anton walbrook --[(INV) has_tags]--> The Life and Death of Colonel Blimp --[has_tags]--> anton walbrook --[(INV) has_tags]--> The Life and Death of Colonel Blimp
Path (Raw):       anton walbrook --[(INV) has_tags]--> The Life and Death of Colonel Blimp --[has_tags]--> anton walbrook --[(INV) has_tags]--> The Life and Death of Colonel Blimp
Neg LogProb(↓):   0.033003
Path Entropy(↓):  0.178880
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film big momma's house 2
Start Entity:     Big Momma's House 2
Gold Answer:      [['2006', '1993']]
Predicted Ans:    2006
Predicted Path:   Big Momma's House 2 --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[release_year]--> 2006
Path (Raw):       Big Momma's House 2 --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[release_year]--> 2006
Neg LogProb(↓):   0.641581
Path Entropy(↓):  0.973206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dressed to kill starred which actors
Start Entity:     Dressed to Kill
Gold Answer:      [['Nancy Allen', 'Angie Dickinson', 'Michael Caine', 'Keith Gordon']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Dressed to Kill --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Path (Raw):       Dressed to Kill --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.598926
Path Entropy(↓):  1.142859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film the flowers of war
Start Entity:     The Flowers of War
Gold Answer:      [['Eric Warren Singer', 'Christopher Priest', 'Walker Hamilton', 'Eski Thomas', 'David O. Russell', 'Lisa Cholodenko', 'Robert Louis Stevenson', 'Scott Kosar', 'Christopher Nolan', 'David S. Goyer', 'Jonathan Nolan', 'Mary Harron', 'Julian Barnes', 'Astrid Lindgren', 'Ernest Tidyman', 'John Singleton', 'Bret Easton Ellis', 'Werner Herzog', 'Kurt Wimmer', 'David Ayer', 'Adrian Hodges', 'Terrence Malick', 'Fraser Clarke Heston']]
Predicted Ans:    Terrence Malick
Predicted Path:   The Flowers of War --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> The New World --[written_by]--> Terrence Malick
Path (Raw):       The Flowers of War --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> The New World --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.407727
Path Entropy(↓):  0.876297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the threads director
Start Entity:     Threads
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Threads --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[in_language]--> Icelandic
Path (Raw):       Threads --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[in_language]--> Icelandic
Neg LogProb(↓):   0.000156
Path Entropy(↓):  0.001540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in f / x2
Start Entity:     F/X2
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   F/X2 --[starred_actors]--> Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[in_language]--> French
Path (Raw):       F/X2 --[starred_actors]--> Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[in_language]--> French
Neg LogProb(↓):   0.000078
Path Entropy(↓):  0.000846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by manoj joshi
Start Entity:     Manoj Joshi
Gold Answer:      [['Abhishek Jain']]
Predicted Ans:    Abhishek Jain
Predicted Path:   Manoj Joshi --[(INV) starred_actors]--> Bey Yaar --[directed_by]--> Abhishek Jain
Path (Raw):       Manoj Joshi --[No Operation]--> Manoj Joshi --[(INV) starred_actors]--> Bey Yaar --[directed_by]--> Abhishek Jain
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the big hangover directed by
Start Entity:     The Big Hangover
Gold Answer:      [['Norman Krasna']]
Predicted Ans:    Norman Krasna
Predicted Path:   The Big Hangover --[directed_by]--> Norman Krasna --[(INV) directed_by]--> Princess O'Rourke --[directed_by]--> Norman Krasna
Path (Raw):       The Big Hangover --[directed_by]--> Norman Krasna --[(INV) directed_by]--> Princess O'Rourke --[directed_by]--> Norman Krasna
Neg LogProb(↓):   0.062555
Path Entropy(↓):  0.228782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film witchhammer released
Start Entity:     Witchhammer
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Witchhammer --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Path (Raw):       Witchhammer --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Neg LogProb(↓):   2.796019
Path Entropy(↓):  3.909746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in trainspotting
Start Entity:     Trainspotting
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Trainspotting --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Path (Raw):       Trainspotting --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Neg LogProb(↓):   1.188512
Path Entropy(↓):  2.195260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by robert stone
Start Entity:     Robert Stone
Gold Answer:      [['Joanne Woodward', 'Laurence Harvey', 'Nick Nolte', 'Paul Newman', 'Anthony Perkins']]
Predicted Ans:    Paul Newman
Predicted Path:   Robert Stone --[(INV) written_by]--> WUSA --[starred_actors]--> Paul Newman
Path (Raw):       Robert Stone --[No Operation]--> Robert Stone --[(INV) written_by]--> WUSA --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.017468
Path Entropy(↓):  0.092884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the dance of reality
Start Entity:     The Dance of Reality
Gold Answer:      [['Alejandro Jodorowsky']]
Predicted Ans:    Alejandro Jodorowsky
Predicted Path:   The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky --[(INV) starred_actors]--> The Dance of Reality --[directed_by]--> Alejandro Jodorowsky
Path (Raw):       The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky --[(INV) starred_actors]--> The Dance of Reality --[directed_by]--> Alejandro Jodorowsky
Neg LogProb(↓):   0.039494
Path Entropy(↓):  0.182613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of bullhead
Start Entity:     Bullhead
Gold Answer:      [['2014']]
Predicted Ans:    2011
Predicted Path:   Bullhead --[directed_by]--> Michaël R. Roskam --[(INV) directed_by]--> Bullhead --[release_year]--> 2011
Path (Raw):       Bullhead --[directed_by]--> Michaël R. Roskam --[(INV) directed_by]--> Bullhead --[release_year]--> 2011
Neg LogProb(↓):   0.319444
Path Entropy(↓):  0.586657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote body snatchers
Start Entity:     Body Snatchers
Gold Answer:      [['Don Siegel', 'Philip Kaufman', 'Peter Chan', 'Dan Curtis', 'Oliver Hirschbiegel', 'Jack Donohue', 'David Swift', 'Phil Karlson', 'James McTeigue']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Body Snatchers --[written_by]--> Jack Finney --[(INV) written_by]--> Body Snatchers --[directed_by]--> Abel Ferrara
Path (Raw):       Body Snatchers --[written_by]--> Jack Finney --[(INV) written_by]--> Body Snatchers --[directed_by]--> Abel Ferrara
Neg LogProb(↓):   0.006151
Path Entropy(↓):  0.044805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed wild, wild planet
Start Entity:     Wild, Wild Planet
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Wild, Wild Planet --[directed_by]--> Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[has_genre]--> Horror
Path (Raw):       Wild, Wild Planet --[directed_by]--> Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[has_genre]--> Horror
Neg LogProb(↓):   0.000869
Path Entropy(↓):  0.007388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie love with the proper stranger
Start Entity:     Love with the Proper Stranger
Gold Answer:      [['1975', '1957', '1959', '1993', '1985', '1969']]
Predicted Ans:    1959
Predicted Path:   Love with the Proper Stranger --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[release_year]--> 1959
Path (Raw):       Love with the Proper Stranger --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[release_year]--> 1959
Neg LogProb(↓):   0.756365
Path Entropy(↓):  1.428024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the clerks director
Start Entity:     Clerks
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Clerks --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Cop Out --[has_genre]--> Comedy
Path (Raw):       Clerks --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Cop Out --[has_genre]--> Comedy
Neg LogProb(↓):   1.291628
Path Entropy(↓):  1.421367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the great mcginty
Start Entity:     The Great McGinty
Gold Answer:      [['The Black Sleep', 'The Buccaneer', 'The Glass Key', 'Hangmen Also Die!', 'How to Stuff a Wild Bikini', 'Command Decision', 'The Virginian', 'Kiss of Death', 'For Whom the Bell Tolls', 'Allegheny Uprising', 'Kansas Raiders', "Can't Help Singing", 'Alphaville', 'The General Died at Dawn', 'The Reluctant Saint', 'The Quatermass Xperiment', 'Born Reckless', 'Beau Geste', 'Billy the Kid', 'The Corsican Brothers', 'Wake Island', 'Impact']]
Predicted Ans:    Born Reckless
Predicted Path:   The Great McGinty --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Born Reckless
Path (Raw):       The Great McGinty --[No Operation]--> The Great McGinty --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Born Reckless
Neg LogProb(↓):   1.087351
Path Entropy(↓):  1.743908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for vamps
Start Entity:     Vamps
Gold Answer:      [['Amy Heckerling']]
Predicted Ans:    Amy Heckerling
Predicted Path:   Vamps --[written_by]--> Amy Heckerling --[(INV) written_by]--> Vamps --[written_by]--> Amy Heckerling
Path (Raw):       Vamps --[written_by]--> Amy Heckerling --[(INV) written_by]--> Vamps --[written_by]--> Amy Heckerling
Neg LogProb(↓):   0.200205
Path Entropy(↓):  0.499152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of follow me quietly also wrote which films
Start Entity:     Follow Me Quietly
Gold Answer:      [['Desperate']]
Predicted Ans:    Desperate
Predicted Path:   Follow Me Quietly --[written_by]--> Anthony Mann --[(INV) written_by]--> Desperate
Path (Raw):       Follow Me Quietly --[written_by]--> Anthony Mann --[No Operation]--> Anthony Mann --[(INV) written_by]--> Desperate
Neg LogProb(↓):   0.203186
Path Entropy(↓):  0.531073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of brazil was who
Start Entity:     Brazil
Gold Answer:      [['Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   Brazil --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Tideland --[directed_by]--> Terry Gilliam
Path (Raw):       Brazil --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Tideland --[directed_by]--> Terry Gilliam
Neg LogProb(↓):   0.100316
Path Entropy(↓):  0.424983
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie the harvest month about
Start Entity:     The Harvest Month
Gold Answer:      [['matti kassila']]
Predicted Ans:    matti kassila
Predicted Path:   The Harvest Month --[has_tags]--> matti kassila --[(INV) has_tags]--> The Harvest Month --[has_tags]--> matti kassila
Path (Raw):       The Harvest Month --[has_tags]--> matti kassila --[(INV) has_tags]--> The Harvest Month --[has_tags]--> matti kassila
Neg LogProb(↓):   0.370004
Path Entropy(↓):  0.618657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with puss in boots were released in which years
Start Entity:     Puss in Boots
Gold Answer:      [['1970', '1997', '2009', '1972', '1944', '1950', '1959', '2015', '1914', '2011']]
Predicted Ans:    1970
Predicted Path:   Puss in Boots --[written_by]--> Charles Perrault --[(INV) written_by]--> Donkey Skin --[release_year]--> 1970
Path (Raw):       Puss in Boots --[written_by]--> Charles Perrault --[(INV) written_by]--> Donkey Skin --[release_year]--> 1970
Neg LogProb(↓):   1.685271
Path Entropy(↓):  2.452313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in agnes browne
Start Entity:     Agnes Browne
Gold Answer:      [['John Quaintance', 'Nicholas Proffitt', 'Wes Anderson', 'Sean Penn', 'Stewart Raffill', 'George Lucas', 'Rusty Lemorande', 'Jim Thompson', 'Owen Wilson', 'Christine Bell', 'Francis Ford Coppola', 'Noah Baumbach', 'Roald Dahl', 'Nigel Kneale', 'Donald E. Westlake', 'Norah Lofts', 'Michael Connelly', 'Paul Rudnick', 'James Joyce', 'Stanford Sherman']]
Predicted Ans:    Nicholas Proffitt
Predicted Path:   Agnes Browne --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[written_by]--> Nicholas Proffitt
Path (Raw):       Agnes Browne --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[written_by]--> Nicholas Proffitt
Neg LogProb(↓):   0.429420
Path Entropy(↓):  1.060073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of wittgenstein
Start Entity:     Wittgenstein
Gold Answer:      [['The Last of England', 'Blue', 'Sebastiane', 'The Tempest', 'Edward II', 'Jubilee', 'Caravaggio']]
Predicted Ans:    The Tempest
Predicted Path:   Wittgenstein --[directed_by]--> Derek Jarman --[(INV) directed_by]--> The Tempest
Path (Raw):       Wittgenstein --[No Operation]--> Wittgenstein --[directed_by]--> Derek Jarman --[(INV) directed_by]--> The Tempest
Neg LogProb(↓):   0.181427
Path Entropy(↓):  0.615254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the major and the minor
Start Entity:     The Major and the Minor
Gold Answer:      [['Buddy Buddy', 'Sabrina', 'Irma la Douce', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'The Lost Weekend', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Seven Year Itch', 'The Spirit of St. Louis', 'Some Like It Hot', 'Avanti!', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    Sabrina
Predicted Path:   The Major and the Minor --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina
Path (Raw):       The Major and the Minor --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina --[No Operation]--> Sabrina
Neg LogProb(↓):   1.205540
Path Entropy(↓):  2.073915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in microcosmos
Start Entity:     Microcosmos
Gold Answer:      [['Jacques Perrin']]
Predicted Ans:    Jacques Perrin
Predicted Path:   Microcosmos --[starred_actors]--> Jacques Perrin --[(INV) starred_actors]--> Microcosmos --[starred_actors]--> Jacques Perrin
Path (Raw):       Microcosmos --[starred_actors]--> Jacques Perrin --[(INV) starred_actors]--> Microcosmos --[starred_actors]--> Jacques Perrin
Neg LogProb(↓):   0.527133
Path Entropy(↓):  0.876767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie champagne were in which genres
Start Entity:     Champagne
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Champagne --[written_by]--> Walter C. Mycroft --[(INV) written_by]--> Champagne --[has_genre]--> Comedy
Path (Raw):       Champagne --[written_by]--> Walter C. Mycroft --[(INV) written_by]--> Champagne --[has_genre]--> Comedy
Neg LogProb(↓):   0.581836
Path Entropy(↓):  0.712640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by david zabel
Start Entity:     David Zabel
Gold Answer:      [['Margo Harshman', 'Jesse McCartney', 'Elisabeth Harnois']]
Predicted Ans:    Jesse McCartney
Predicted Path:   David Zabel --[(INV) written_by]--> Keith --[starred_actors]--> Jesse McCartney
Path (Raw):       David Zabel --[No Operation]--> David Zabel --[(INV) written_by]--> Keith --[starred_actors]--> Jesse McCartney
Neg LogProb(↓):   0.002874
Path Entropy(↓):  0.019680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the dark house writers
Start Entity:     The Dark House
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   The Dark House --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department --[in_language]--> Polish
Path (Raw):       The Dark House --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department --[in_language]--> Polish
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director adam rodgers
Start Entity:     Adam Rodgers
Gold Answer:      [['Taissa Farmiga', 'Vera Farmiga']]
Predicted Ans:    Vera Farmiga
Predicted Path:   Adam Rodgers --[(INV) directed_by]--> At Middleton --[starred_actors]--> Vera Farmiga
Path (Raw):       Adam Rodgers --[No Operation]--> Adam Rodgers --[(INV) directed_by]--> At Middleton --[starred_actors]--> Vera Farmiga
Neg LogProb(↓):   0.000393
Path Entropy(↓):  0.003625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of 28 weeks later is also the director of which films
Start Entity:     28 Weeks Later
Gold Answer:      [['Intacto', 'Intruders']]
Predicted Ans:    Intacto
Predicted Path:   28 Weeks Later --[directed_by]--> Juan Carlos Fresnadillo --[(INV) directed_by]--> Intacto
Path (Raw):       28 Weeks Later --[directed_by]--> Juan Carlos Fresnadillo --[(INV) directed_by]--> Intacto --[No Operation]--> Intacto
Neg LogProb(↓):   0.026467
Path Entropy(↓):  0.137313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by james ward byrkit release
Start Entity:     James Ward Byrkit
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   James Ward Byrkit --[(INV) directed_by]--> Coherence --[release_year]--> 2013
Path (Raw):       James Ward Byrkit --[No Operation]--> James Ward Byrkit --[(INV) directed_by]--> Coherence --[release_year]--> 2013
Neg LogProb(↓):   0.001356
Path Entropy(↓):  0.010305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Will bakke was the director of which movies
Start Entity:     Will Bakke
Gold Answer:      [['Believe Me']]
Predicted Ans:    Believe Me
Predicted Path:   Will Bakke --[(INV) directed_by]--> Believe Me --[directed_by]--> Will Bakke --[(INV) directed_by]--> Believe Me
Path (Raw):       Will Bakke --[(INV) directed_by]--> Believe Me --[directed_by]--> Will Bakke --[(INV) directed_by]--> Believe Me
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by william prochnau
Start Entity:     William Prochnau
Gold Answer:      [['Russell Crowe', 'David Morse', 'Meg Ryan']]
Predicted Ans:    Russell Crowe
Predicted Path:   William Prochnau --[(INV) written_by]--> Proof of Life --[starred_actors]--> Russell Crowe
Path (Raw):       William Prochnau --[No Operation]--> William Prochnau --[(INV) written_by]--> Proof of Life --[starred_actors]--> Russell Crowe
Neg LogProb(↓):   0.003444
Path Entropy(↓):  0.022943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the fisher king
Start Entity:     The Fisher King
Gold Answer:      [['The Amateurs', 'Thunderbolt and Lightfoot', 'Nadine', 'Rancho Deluxe', '8 Million Ways to Die', "Surf's Up", 'The Last Unicorn', 'Fat City', 'Bad Company', 'A Dog Year', 'The Contender', 'King Kong', 'The Vanishing', 'Simpatico', 'The Morning After', 'The Last American Hero', 'Hearts of the West', 'American Heart', 'Iron Man', 'Blown Away', 'Starman', 'The Fabulous Baker Boys', 'Against All Odds', "Cutter's Way", 'The Giver', 'True Grit', 'The Muse', 'Arlington Road', 'R.I.P.D.', 'Winter Kills', 'Kiss Me Goodbye', 'Stick It', 'Seventh Son', 'K-PAX', 'The Last Picture Show', 'Wild Bill', 'Masked and Anonymous', 'Crazy Heart', 'Fearless', 'The Big Lebowski', 'The Men Who Stare at Goats', 'Stay Hungry', 'The Mirror Has Two Faces', 'See You in the Morning']]
Predicted Ans:    True Grit
Predicted Path:   The Fisher King --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit
Path (Raw):       The Fisher King --[starred_actors]--> Jeff Bridges --[No Operation]--> Jeff Bridges --[(INV) starred_actors]--> True Grit
Neg LogProb(↓):   1.283198
Path Entropy(↓):  2.121143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was doppelganger released
Start Entity:     Doppelganger
Gold Answer:      [['2003']]
Predicted Ans:    1993
Predicted Path:   Doppelganger --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Doppelganger --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.785597
Path Entropy(↓):  4.612889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by the machine actors release
Start Entity:     The Machine
Gold Answer:      [['2012', '1999', '2013']]
Predicted Ans:    2013
Predicted Path:   The Machine --[starred_actors]--> Caity Lotz --[(INV) starred_actors]--> The Machine --[release_year]--> 2013
Path (Raw):       The Machine --[starred_actors]--> Caity Lotz --[(INV) starred_actors]--> The Machine --[release_year]--> 2013
Neg LogProb(↓):   0.235069
Path Entropy(↓):  0.683630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with thoroughbreds don't cry fall under
Start Entity:     Thoroughbreds Don't Cry
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Thoroughbreds Don't Cry --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Path (Raw):       Thoroughbreds Don't Cry --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Neg LogProb(↓):   0.729667
Path Entropy(↓):  1.477324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Roger young directed films together with who
Start Entity:     Roger Young
Gold Answer:      [['Alf Sjöberg', 'Richard Fleischer']]
Predicted Ans:    Alf Sjöberg
Predicted Path:   Roger Young --[(INV) directed_by]--> Barabbas --[directed_by]--> Alf Sjöberg
Path (Raw):       Roger Young --[No Operation]--> Roger Young --[(INV) directed_by]--> Barabbas --[directed_by]--> Alf Sjöberg
Neg LogProb(↓):   0.014032
Path Entropy(↓):  0.075438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by kristian levring
Start Entity:     Kristian Levring
Gold Answer:      [['Drama', 'Western', 'Thriller']]
Predicted Ans:    Western
Predicted Path:   Kristian Levring --[(INV) written_by]--> The Salvation --[has_genre]--> Western
Path (Raw):       Kristian Levring --[No Operation]--> Kristian Levring --[(INV) written_by]--> The Salvation --[has_genre]--> Western
Neg LogProb(↓):   0.098303
Path Entropy(↓):  0.311045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of paper lion
Start Entity:     Paper Lion
Gold Answer:      [['Infamous']]
Predicted Ans:    Infamous
Predicted Path:   Paper Lion --[written_by]--> George Plimpton --[(INV) written_by]--> Infamous
Path (Raw):       Paper Lion --[written_by]--> George Plimpton --[(INV) written_by]--> Infamous --[No Operation]--> Infamous
Neg LogProb(↓):   0.063752
Path Entropy(↓):  0.275818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film new york confidential are directed by who
Start Entity:     New York Confidential
Gold Answer:      [['George Cukor', 'Daniel Mann', 'John Brahm', 'Richard Fleischer', 'Simon Wincer', 'Gordon Douglas', 'Lewis Milestone', 'Henry Hathaway', 'Otto Preminger', 'Robert Rossen', 'Steven Zaillian', 'Nunnally Johnson', 'Robert Parrish', 'Luis Mandoki', 'Federico Fellini', 'Lloyd Bacon', 'Lewis Seiler', 'Phil Karlson', 'Joseph L. Mankiewicz']]
Predicted Ans:    George Cukor
Predicted Path:   New York Confidential --[starred_actors]--> Broderick Crawford --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Path (Raw):       New York Confidential --[starred_actors]--> Broderick Crawford --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Neg LogProb(↓):   0.694197
Path Entropy(↓):  1.111588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the witches in
Start Entity:     The Witches
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Witches --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       The Witches --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.173280
Path Entropy(↓):  0.449034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of beyond rangoon
Start Entity:     Beyond Rangoon
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Beyond Rangoon --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Beyond Rangoon --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.395894
Path Entropy(↓):  4.551639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of dead meat also wrote which movies
Start Entity:     Dead Meat
Gold Answer:      [['Stitches']]
Predicted Ans:    Dead Meat
Predicted Path:   Dead Meat --[written_by]--> Conor McMahon --[(INV) written_by]--> Dead Meat
Path (Raw):       Dead Meat --[written_by]--> Conor McMahon --[(INV) written_by]--> Dead Meat --[No Operation]--> Dead Meat
Neg LogProb(↓):   0.021744
Path Entropy(↓):  0.104079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies was damon wayans a writer on
Start Entity:     Damon Wayans
Gold Answer:      [["Mo' Money", 'Blankman', 'Major Payne']]
Predicted Ans:    Mo' Money
Predicted Path:   Damon Wayans --[(INV) written_by]--> Mo' Money --[written_by]--> Damon Wayans --[(INV) written_by]--> Mo' Money
Path (Raw):       Damon Wayans --[(INV) written_by]--> Mo' Money --[written_by]--> Damon Wayans --[(INV) written_by]--> Mo' Money
Neg LogProb(↓):   0.128933
Path Entropy(↓):  0.550859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with kid galahad fall under
Start Entity:     Kid Galahad
Gold Answer:      [['Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Kid Galahad --[written_by]--> Seton I. Miller --[(INV) written_by]--> Here Comes Mr. Jordan --[has_genre]--> Comedy
Path (Raw):       Kid Galahad --[written_by]--> Seton I. Miller --[(INV) written_by]--> Here Comes Mr. Jordan --[has_genre]--> Comedy
Neg LogProb(↓):   0.012109
Path Entropy(↓):  0.081517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the carnegie hall director
Start Entity:     Carnegie Hall
Gold Answer:      [['Swedish', 'Norwegian', 'French']]
Predicted Ans:    French
Predicted Path:   Carnegie Hall --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard --[in_language]--> French
Path (Raw):       Carnegie Hall --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of it's a disaster
Start Entity:     It's a Disaster
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   It's a Disaster --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       It's a Disaster --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   3.196136
Path Entropy(↓):  4.498124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in sommersby
Start Entity:     Sommersby
Gold Answer:      [['Bill Pullman', 'Richard Gere', 'James Earl Jones', 'Jodie Foster']]
Predicted Ans:    Bill Pullman
Predicted Path:   Sommersby --[starred_actors]--> Bill Pullman --[(INV) starred_actors]--> The Serpent and the Rainbow --[starred_actors]--> Bill Pullman
Path (Raw):       Sommersby --[starred_actors]--> Bill Pullman --[(INV) starred_actors]--> The Serpent and the Rainbow --[starred_actors]--> Bill Pullman
Neg LogProb(↓):   0.124568
Path Entropy(↓):  0.406609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ethel waters were written by who
Start Entity:     Ethel Waters
Gold Answer:      [['Dudley Nichols', 'Philip Dunne', 'Lynn Root', 'Cid Ricketts Sumner']]
Predicted Ans:    Philip Dunne
Predicted Path:   Ethel Waters --[(INV) starred_actors]--> Pinky --[written_by]--> Philip Dunne
Path (Raw):       Ethel Waters --[No Operation]--> Ethel Waters --[(INV) starred_actors]--> Pinky --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.050584
Path Entropy(↓):  0.230136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film cool as ice
Start Entity:     Cool as Ice
Gold Answer:      [['Music', 'Romance']]
Predicted Ans:    Music
Predicted Path:   Cool as Ice --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Cool as Ice --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.453961
Path Entropy(↓):  0.662367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Busby berkeley was the director on which movies
Start Entity:     Busby Berkeley
Gold Answer:      [['For Me and My Gal', 'Dames', 'Take Me Out to the Ball Game', 'Girl Crazy', 'Strike Up the Band', 'Babes on Broadway', 'They Made Me a Criminal', 'Gold Diggers of 1935', "The Gang's All Here", 'Lady Be Good', 'Bright Lights']]
Predicted Ans:    Girl Crazy
Predicted Path:   Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy
Path (Raw):       Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy
Neg LogProb(↓):   0.741805
Path Entropy(↓):  2.301086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of anne of the thousand days starred who
Start Entity:     Anne of the Thousand Days
Gold Answer:      [['Henry Fonda', 'Vera Miles', 'Eileen Heckart', 'Katharine Hepburn', 'Michael Caine', 'Fredric March', 'Bette Davis', 'Glenda Jackson', 'Ingrid Bergman', 'Lionel Barrymore', 'Olivia de Havilland', 'Errol Flynn', 'Donald Crisp', 'Lauren Bacall', 'Edward G. Robinson', 'Jack Hawkins', 'Patty McCormack', 'Henry Jones', 'Alec Guinness', 'Vanessa Redgrave', 'Humphrey Bogart', 'Anna Sten', 'Nancy Kelly']]
Predicted Ans:    Richard Burton
Predicted Path:   Anne of the Thousand Days --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Path (Raw):       Anne of the Thousand Days --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.289663
Path Entropy(↓):  0.894925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film kabluey released
Start Entity:     Kabluey
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Kabluey --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Kabluey --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.512862
Path Entropy(↓):  4.762280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by l. h. whittemore
Start Entity:     L.H. Whittemore
Gold Answer:      [['Ron Leibman', 'David Selby']]
Predicted Ans:    Ron Leibman
Predicted Path:   L.H. Whittemore --[(INV) written_by]--> The Super Cops --[starred_actors]--> Ron Leibman
Path (Raw):       L.H. Whittemore --[No Operation]--> L.H. Whittemore --[(INV) written_by]--> The Super Cops --[starred_actors]--> Ron Leibman
Neg LogProb(↓):   0.453798
Path Entropy(↓):  0.656126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by rhiannon leigh wryn released
Start Entity:     Rhiannon Leigh Wryn
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Rhiannon Leigh Wryn --[(INV) starred_actors]--> The Last Mimzy --[release_year]--> 2007
Path (Raw):       Rhiannon Leigh Wryn --[No Operation]--> Rhiannon Leigh Wryn --[(INV) starred_actors]--> The Last Mimzy --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is the manxman
Start Entity:     The Manxman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Manxman --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Manxman --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.513823
Path Entropy(↓):  4.622932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Venice / venice is a film written by this person
Start Entity:     Venice/Venice
Gold Answer:      [['Henry Jaglom']]
Predicted Ans:    Henry Jaglom
Predicted Path:   Venice/Venice --[written_by]--> Henry Jaglom --[(INV) written_by]--> Irene in Time --[written_by]--> Henry Jaglom
Path (Raw):       Venice/Venice --[written_by]--> Henry Jaglom --[(INV) written_by]--> Irene in Time --[written_by]--> Henry Jaglom
Neg LogProb(↓):   0.363707
Path Entropy(↓):  0.809178
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film unrest
Start Entity:     Unrest
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Unrest --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Unrest --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.361444
Path Entropy(↓):  3.801412
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film risky business are directed by who
Start Entity:     Risky Business
Gold Answer:      [['Roger Donaldson', 'Michael Chapman', 'Edward Zwick', 'Michael Mann', 'James Mangold', 'Martin Scorsese', 'Joseph Kosinski', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Alex Cox', 'Robert Redford', 'Oliver Stone', 'Roger Vadim', 'Steven Schachter', 'Ridley Scott', 'Michael Taverna', 'Hal Ashby', 'Bryan Singer', 'Curtis Hanson', 'Steven Spielberg', 'Christopher McQuarrie', 'Cameron Crowe', 'Sidney Lumet', 'Peter Hall', 'Sydney Pollack', 'Daniel Goldberg', 'Steven Sawalich', 'Doug Liman', 'Rob Reiner']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Risky Business --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Path (Raw):       Risky Business --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   0.185107
Path Entropy(↓):  0.731433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of toys in the attic
Start Entity:     Toys in the Attic
Gold Answer:      [['George Roy Hill']]
Predicted Ans:    George Roy Hill
Predicted Path:   Toys in the Attic --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Thoroughly Modern Millie --[directed_by]--> George Roy Hill
Path (Raw):       Toys in the Attic --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Thoroughly Modern Millie --[directed_by]--> George Roy Hill
Neg LogProb(↓):   0.085613
Path Entropy(↓):  0.355345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie loser
Start Entity:     Loser
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Loser --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Loser --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.681524
Path Entropy(↓):  4.121903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of love in the afternoon
Start Entity:     Love in the Afternoon
Gold Answer:      [['Claude Anet', 'Billy Wilder', 'I.A.L. Diamond']]
Predicted Ans:    Billy Wilder
Predicted Path:   Love in the Afternoon --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[written_by]--> Billy Wilder
Path (Raw):       Love in the Afternoon --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.203963
Path Entropy(↓):  0.581391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie vampire academy
Start Entity:     Vampire Academy
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Vampire Academy --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Vampire Academy --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.901703
Path Entropy(↓):  4.351413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie disco godfather released
Start Entity:     Disco Godfather
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Disco Godfather --[release_year]--> 1979 --[(INV) release_year]--> The Electric Horseman --[release_year]--> 1979
Path (Raw):       Disco Godfather --[release_year]--> 1979 --[(INV) release_year]--> The Electric Horseman --[release_year]--> 1979
Neg LogProb(↓):   2.687125
Path Entropy(↓):  4.044523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by jeffery roberson
Start Entity:     Jeffery Roberson
Gold Answer:      [['Richard Day']]
Predicted Ans:    Richard Day
Predicted Path:   Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls --[directed_by]--> Richard Day
Path (Raw):       Jeffery Roberson --[No Operation]--> Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls --[directed_by]--> Richard Day
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does william atherton appear in
Start Entity:     William Atherton
Gold Answer:      [['The Citizen', 'Buried Alive', 'The Sugarland Express', 'The Day of the Locust', 'Die Hard 2']]
Predicted Ans:    The Citizen
Predicted Path:   William Atherton --[(INV) starred_actors]--> The Citizen --[starred_actors]--> Agnes Bruckner --[(INV) starred_actors]--> The Citizen
Path (Raw):       William Atherton --[(INV) starred_actors]--> The Citizen --[starred_actors]--> Agnes Bruckner --[(INV) starred_actors]--> The Citizen
Neg LogProb(↓):   0.128896
Path Entropy(↓):  0.497997
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie lovely, still
Start Entity:     Lovely, Still
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Lovely, Still --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Lovely, Still --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.038025
Path Entropy(↓):  4.541348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by the well - digger's daughter writers release
Start Entity:     The Well-Digger's Daughter
Gold Answer:      [['1990', '1951', '1936', '1961', '1932', '1986']]
Predicted Ans:    1986
Predicted Path:   The Well-Digger's Daughter --[written_by]--> Marcel Pagnol --[(INV) written_by]--> Jean de Florette --[release_year]--> 1986
Path (Raw):       The Well-Digger's Daughter --[written_by]--> Marcel Pagnol --[(INV) written_by]--> Jean de Florette --[release_year]--> 1986
Neg LogProb(↓):   1.240585
Path Entropy(↓):  2.125002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie harlem nights were released in which years
Start Entity:     Harlem Nights
Gold Answer:      [['1980', '2008', '2003', '1992', '2006', '1985', '1984', '1977', '2007', '1998', '1963', '2009', '2004', '1982', '1973', '1994', '1983', '1995', '1976', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1988', '1978', '2000', '1997', '1991', '1999', '1987', '1986']]
Predicted Ans:    1978
Predicted Path:   Harlem Nights --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> Blue Collar --[release_year]--> 1978
Path (Raw):       Harlem Nights --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> Blue Collar --[release_year]--> 1978
Neg LogProb(↓):   0.956898
Path Entropy(↓):  1.901560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by omar naim
Start Entity:     Omar Naim
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Omar Naim --[(INV) written_by]--> The Final Cut --[has_genre]--> Drama
Path (Raw):       Omar Naim --[No Operation]--> Omar Naim --[(INV) written_by]--> The Final Cut --[has_genre]--> Drama
Neg LogProb(↓):   0.488130
Path Entropy(↓):  0.983034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by thomas michael donnelly release
Start Entity:     Thomas Michael Donnelly
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Thomas Michael Donnelly --[(INV) directed_by]--> Quicksilver --[release_year]--> 1986
Path (Raw):       Thomas Michael Donnelly --[No Operation]--> Thomas Michael Donnelly --[(INV) directed_by]--> Quicksilver --[release_year]--> 1986
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by paul schneider
Start Entity:     Paul Schneider
Gold Answer:      [['Gregg Kavet', 'Andy Robin', 'Craig Gillespie', 'Jay Chandrasekhar', 'David Gordon Green']]
Predicted Ans:    Craig Gillespie
Predicted Path:   Paul Schneider --[(INV) starred_actors]--> Lars and the Real Girl --[directed_by]--> Craig Gillespie
Path (Raw):       Paul Schneider --[No Operation]--> Paul Schneider --[(INV) starred_actors]--> Lars and the Real Girl --[directed_by]--> Craig Gillespie
Neg LogProb(↓):   0.369796
Path Entropy(↓):  0.793919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by interiors actors
Start Entity:     Interiors
Gold Answer:      [['George Clayton Johnson', 'David Zelag Goodman', 'William F. Nolan', 'Tama Janowitz', 'Judith Rossner', 'Olivia Goldsmith', 'Ronald F. Maxwell', 'Michael Shaara', 'Marshall Brickman', 'Scott McPherson', 'Leon Piedmont', 'John Byrum', 'Robert Kaufman', 'Woody Allen', 'Warren Beatty', 'Allan Scott', 'Clive Cussler', 'Eric Hughes', 'Adam Kennedy', 'Mark Andrus', 'Trevor Griffiths', 'Lawrence Kasdan', 'John Katzenbach', 'Nancy Meyers', 'Sue Miller', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Christopher Hawthorne', 'Justin Zackham', 'Karine Sudan', 'Garry Marshall', 'David Ambrose', 'Richard Brooks', 'Jeffrey Ellis', 'Bo Goldman', 'Thomas Bezucha']]
Predicted Ans:    David Zelag Goodman
Predicted Path:   Interiors --[starred_actors]--> Richard Jordan --[(INV) starred_actors]--> Logan's Run --[written_by]--> David Zelag Goodman
Path (Raw):       Interiors --[starred_actors]--> Richard Jordan --[(INV) starred_actors]--> Logan's Run --[written_by]--> David Zelag Goodman
Neg LogProb(↓):   1.177939
Path Entropy(↓):  1.494138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by gerard desarthe
Start Entity:     Gérard Desarthe
Gold Answer:      [['Stijn Coninx']]
Predicted Ans:    Stijn Coninx
Predicted Path:   Gérard Desarthe --[(INV) starred_actors]--> Daens --[directed_by]--> Stijn Coninx
Path (Raw):       Gérard Desarthe --[No Operation]--> Gérard Desarthe --[(INV) starred_actors]--> Daens --[directed_by]--> Stijn Coninx
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of class action
Start Entity:     Class Action
Gold Answer:      [['Mississippi Burning', 'The Birdcage', 'Heist', 'Get Shorty', 'The Hunting Party', 'Superman', 'Under Fire', 'All Night Long', 'Hoosiers', 'March or Die', 'The Replacements', 'Unforgiven', 'Twice in a Lifetime', 'Bat*21', 'Two Bits', 'Downhill Racer', 'Bonnie and Clyde', 'Crimson Tide', 'Loose Cannons', 'Company Business', "Doctors' Wives", 'Bite the Bullet', 'Uncommon Valor', 'Angel Baby', 'Welcome to Mooseport', 'Target', 'Three Wishes', 'The Quick and the Dead', 'Absolute Power', 'Slam Dance', 'The French Connection', 'Enemy of the State', 'White Sands', 'Darkman', 'Dingo', 'Wyatt Earp', 'Behind Enemy Lines', 'Limbo', 'Consenting Adults', 'The Abyss', 'Twilight', 'The Royal Tenenbaums', 'The Chamber', 'The Gypsy Moths', 'The Package', 'No Way Out', 'Prime Cut', 'Full Moon in Blue Water', 'Lucky Lady', 'The Poseidon Adventure', 'The Conversation', 'Under Suspicion', 'Narrow Margin', 'Superman II', 'French Connection II', 'Night Moves', 'The January Man', 'The Color of Money', 'Runaway Jury', 'I Never Sang for My Father', 'Eureka', 'Scarecrow', 'Scarface', 'The Firm']]
Predicted Ans:    The French Connection
Predicted Path:   Class Action --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The French Connection
Path (Raw):       Class Action --[starred_actors]--> Gene Hackman --[No Operation]--> Gene Hackman --[(INV) starred_actors]--> The French Connection
Neg LogProb(↓):   0.920793
Path Entropy(↓):  1.784876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by antonio banderas were released in which years
Start Entity:     Antonio Banderas
Gold Answer:      [['1999']]
Predicted Ans:    2002
Predicted Path:   Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[release_year]--> 2002
Path (Raw):       Antonio Banderas --[No Operation]--> Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[release_year]--> 2002
Neg LogProb(↓):   1.221950
Path Entropy(↓):  1.892979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of the night strangler
Start Entity:     The Night Strangler
Gold Answer:      [['The Legend of Hell House', 'The Omega Man', 'The Incredible Shrinking Woman', 'Cold Sweat', 'Loose Cannons', 'Duel', 'The Box', 'Trilogy of Terror', 'I Am Legend', 'The Raven', 'The Night Stalker', 'House of Usher', 'The Devil Rides Out', 'The Last Man on Earth', "Bram Stoker's Dracula", 'Somewhere in Time', 'Stir of Echoes', 'The Incredible Shrinking Man', 'What Dreams May Come', 'Real Steel']]
Predicted Ans:    The Raven
Predicted Path:   The Night Strangler --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven
Path (Raw):       The Night Strangler --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[No Operation]--> The Raven
Neg LogProb(↓):   0.274834
Path Entropy(↓):  0.900942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film possession
Start Entity:     Possession
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Possession --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Possession --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.190766
Path Entropy(↓):  3.274166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in track of the cat
Start Entity:     Track of the Cat
Gold Answer:      [['Swedish', 'English', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Track of the Cat --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Path (Raw):       Track of the Cat --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   0.418955
Path Entropy(↓):  0.680066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by jacques lob release
Start Entity:     Jacques Lob
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Jacques Lob --[(INV) written_by]--> Snowpiercer --[release_year]--> 2013
Path (Raw):       Jacques Lob --[No Operation]--> Jacques Lob --[(INV) written_by]--> Snowpiercer --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in frailty
Start Entity:     Frailty
Gold Answer:      [['Family', 'Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Frailty --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Path (Raw):       Frailty --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.010598
Path Entropy(↓):  0.079309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the story of us
Start Entity:     The Story of Us
Gold Answer:      [['Walter Hill', 'William Dieterle', 'David Hollander', 'Jessie Nelson', 'Stephen Frears', 'James Foley', 'Brian De Palma', 'Michael Pressman', 'Edward Zwick', 'Mike Nichols', 'Paul McGuigan', 'Renny Harlin', 'Martin Scorsese', 'David Barrett', 'Luc Besson', 'Mabrouk El Mechri', 'Robert Towne', 'Alex Kurtzman', 'Michael Hoffman', 'Mike Gunther', 'John Landis', 'Rian Johnson', 'Jonathan Mostow', 'Blake Edwards', 'Alan Alda', 'Barry Levinson', 'Richard Donner', 'Tony Scott', 'Brenda Chapman', 'Michael Lehmann', 'Antoine Fuqua', 'Michael Bay', 'Jocelyn Moorhouse', 'Alan Rudolph', 'Harold Becker', 'Karey Kirkpatrick', 'Ettore Scola', 'Rowdy Herrington', 'Jonathan Lynn', 'Frederick De Cordova', 'Simon Wells', 'Nico Mastorakis', 'Max Reinhardt', 'Tim Johnson', 'John Moore', 'Steve Kloves', 'Kevin Smith', 'Robert Benton', 'Richard Rush', 'Gregory Hoblit', 'Howard Deutch', 'George Miller', 'Amy Heckerling', 'Ulu Grosbard', 'Robert Zemeckis', 'Garry Marshall', 'Philip Moeller', 'Fred Schepisi', 'John N. Smith', 'Tim Burton', 'John McTiernan', 'Peter Hall', 'Len Wiseman', 'Norman Jewison', 'M. Night Shyamalan', 'Brian A Miller', 'Jonathan Kaplan', 'Patricia Birch', 'Katja von Garnier', 'Nick Cassavetes', 'Steve Hickner', 'Brett Simon', 'Howard Hawks', 'Richard Rosson']]
Predicted Ans:    Barry Levinson
Predicted Path:   The Story of Us --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Path (Raw):       The Story of Us --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Neg LogProb(↓):   1.880891
Path Entropy(↓):  3.060165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in patti d'arbanville acted films
Start Entity:     Patti D'Arbanville
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Patti D'Arbanville --[(INV) starred_actors]--> Bilitis --[in_language]--> French
Path (Raw):       Patti D'Arbanville --[No Operation]--> Patti D'Arbanville --[(INV) starred_actors]--> Bilitis --[in_language]--> French
Neg LogProb(↓):   0.007446
Path Entropy(↓):  0.043830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by julian loyola starred which actors
Start Entity:     Julian Loyola
Gold Answer:      [['Rodrigo De la Serna', 'Pablo Echarri', 'Nazareno Casero']]
Predicted Ans:    Pablo Echarri
Predicted Path:   Julian Loyola --[(INV) written_by]--> Chronicle of an Escape --[starred_actors]--> Pablo Echarri
Path (Raw):       Julian Loyola --[No Operation]--> Julian Loyola --[(INV) written_by]--> Chronicle of an Escape --[starred_actors]--> Pablo Echarri
Neg LogProb(↓):   0.041453
Path Entropy(↓):  0.182779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of attack of the 50 foot woman
Start Entity:     Attack of the 50 Foot Woman
Gold Answer:      [['Jim Wynorski']]
Predicted Ans:    Jim Wynorski
Predicted Path:   Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth --[directed_by]--> Jim Wynorski
Path (Raw):       Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth --[directed_by]--> Jim Wynorski
Neg LogProb(↓):   0.000153
Path Entropy(↓):  0.001494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by queen of blood actors
Start Entity:     Queen of Blood
Gold Answer:      [['Music', 'Sport', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Queen of Blood --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[has_genre]--> War
Path (Raw):       Queen of Blood --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[has_genre]--> War
Neg LogProb(↓):   1.518400
Path Entropy(↓):  1.538884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does lisa gastoni appear in
Start Entity:     Lisa Gastoni
Gold Answer:      [['Wild, Wild Planet']]
Predicted Ans:    Wild, Wild Planet
Predicted Path:   Lisa Gastoni --[(INV) starred_actors]--> Wild, Wild Planet --[starred_actors]--> Tony Russel --[(INV) starred_actors]--> Wild, Wild Planet
Path (Raw):       Lisa Gastoni --[(INV) starred_actors]--> Wild, Wild Planet --[starred_actors]--> Tony Russel --[(INV) starred_actors]--> Wild, Wild Planet
Neg LogProb(↓):   0.346494
Path Entropy(↓):  0.745753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did irene purcell act in
Start Entity:     Irene Purcell
Gold Answer:      [['Just a Gigolo', 'The Man in Possession']]
Predicted Ans:    Just a Gigolo
Predicted Path:   Irene Purcell --[(INV) starred_actors]--> Just a Gigolo --[starred_actors]--> William Haines --[(INV) starred_actors]--> Just a Gigolo
Path (Raw):       Irene Purcell --[(INV) starred_actors]--> Just a Gigolo --[starred_actors]--> William Haines --[(INV) starred_actors]--> Just a Gigolo
Neg LogProb(↓):   0.267253
Path Entropy(↓):  0.868983
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the window
Start Entity:     The Window
Gold Answer:      [['Cornell Woolrich']]
Predicted Ans:    Cornell Woolrich
Predicted Path:   The Window --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mrs. Winterbourne --[written_by]--> Cornell Woolrich
Path (Raw):       The Window --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mrs. Winterbourne --[written_by]--> Cornell Woolrich
Neg LogProb(↓):   1.152957
Path Entropy(↓):  1.358670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of suspicious river
Start Entity:     Suspicious River
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Suspicious River --[directed_by]--> Lynne Stopkewich --[(INV) directed_by]--> Kissed --[release_year]--> 1996
Path (Raw):       Suspicious River --[directed_by]--> Lynne Stopkewich --[(INV) directed_by]--> Kissed --[release_year]--> 1996
Neg LogProb(↓):   0.550843
Path Entropy(↓):  0.681451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the brothers rico
Start Entity:     The Brothers Rico
Gold Answer:      [['Operation Mad Ball', "I'll Cry Tomorrow", '13 Rue Madeleine', 'Whirlpool', 'A Walk in the Sun', 'New York Confidential', 'The Violent Men', 'The Deep Six', 'Lady in Cement', 'Call Northside 777', 'House of Strangers', 'Guadalcanal Diary', 'Bengazi']]
Predicted Ans:    Operation Mad Ball
Predicted Path:   The Brothers Rico --[starred_actors]--> Kathryn Grant --[(INV) starred_actors]--> Operation Mad Ball
Path (Raw):       The Brothers Rico --[No Operation]--> The Brothers Rico --[starred_actors]--> Kathryn Grant --[(INV) starred_actors]--> Operation Mad Ball
Neg LogProb(↓):   0.711516
Path Entropy(↓):  1.157584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by percy waram
Start Entity:     Percy Waram
Gold Answer:      [['Norman Krasna']]
Predicted Ans:    Norman Krasna
Predicted Path:   Percy Waram --[(INV) starred_actors]--> The Big Hangover --[directed_by]--> Norman Krasna
Path (Raw):       Percy Waram --[No Operation]--> Percy Waram --[(INV) starred_actors]--> The Big Hangover --[directed_by]--> Norman Krasna
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did jonas akerlund direct
Start Entity:     Jonas Åkerlund
Gold Answer:      [['Horsemen', 'Small Apartments', 'Spun']]
Predicted Ans:    Horsemen
Predicted Path:   Jonas Åkerlund --[(INV) directed_by]--> Horsemen --[directed_by]--> Jonas Åkerlund --[(INV) directed_by]--> Horsemen
Path (Raw):       Jonas Åkerlund --[(INV) directed_by]--> Horsemen --[directed_by]--> Jonas Åkerlund --[(INV) directed_by]--> Horsemen
Neg LogProb(↓):   0.000972
Path Entropy(↓):  0.008553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in love and pain and the whole damn thing
Start Entity:     Love and Pain and the Whole Damn Thing
Gold Answer:      [['2003', '1992', '2015', '1984', '1977', '2007', '2009', '1973', '2014', '1995', '1976', '1948', '1971', '2001', '1996', '1981', '2012', '1978', '2005', '1965', '1987', '1969', '1952']]
Predicted Ans:    1965
Predicted Path:   Love and Pain and the Whole Damn Thing --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Young Cassidy --[release_year]--> 1965
Path (Raw):       Love and Pain and the Whole Damn Thing --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Young Cassidy --[release_year]--> 1965
Neg LogProb(↓):   1.543382
Path Entropy(↓):  1.844023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the deluge were in which languages
Start Entity:     The Deluge
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   The Deluge --[directed_by]--> Jerzy Hoffman --[(INV) directed_by]--> The Deluge --[in_language]--> Polish
Path (Raw):       The Deluge --[directed_by]--> Jerzy Hoffman --[(INV) directed_by]--> The Deluge --[in_language]--> Polish
Neg LogProb(↓):   0.000107
Path Entropy(↓):  0.001095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the fiddler on the roof director release
Start Entity:     Fiddler on the Roof
Gold Answer:      [['2003', '1985', '1967', '1984', '1968', '1963', '1982', '1973', '1994', '1989', '1996', '2002', '1962', '1964', '1975', '1991', '1965', '1999', '1987', '1937']]
Predicted Ans:    1989
Predicted Path:   Fiddler on the Roof --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[release_year]--> 1989
Path (Raw):       Fiddler on the Roof --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[release_year]--> 1989
Neg LogProb(↓):   1.493563
Path Entropy(↓):  2.405756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the earth is a sinful song was
Start Entity:     The Earth Is a Sinful Song
Gold Answer:      [['Rauni Mollberg']]
Predicted Ans:    Rauni Mollberg
Predicted Path:   The Earth Is a Sinful Song --[written_by]--> Rauni Mollberg --[(INV) written_by]--> The Unknown Soldier --[directed_by]--> Rauni Mollberg
Path (Raw):       The Earth Is a Sinful Song --[written_by]--> Rauni Mollberg --[(INV) written_by]--> The Unknown Soldier --[directed_by]--> Rauni Mollberg
Neg LogProb(↓):   0.368317
Path Entropy(↓):  0.947668
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of john ford
Start Entity:     John Ford
Gold Answer:      [['Richard Thorpe', 'Gustav Machatý', 'Andrew Davis', 'Archie Mayo', 'Jack Cardiff', 'Robert Montgomery', 'Henry Hathaway', 'Norman Jewison', 'Andrew Bennison', 'Malcolm St. Clair', 'Joshua Logan', 'George Marshall', 'Mervyn LeRoy', 'Gordon Douglas']]
Predicted Ans:    John Ford
Predicted Path:   John Ford --[(INV) directed_by]--> The Fugitive --[directed_by]--> John Ford
Path (Raw):       John Ford --[No Operation]--> John Ford --[(INV) directed_by]--> The Fugitive --[directed_by]--> John Ford
Neg LogProb(↓):   2.142417
Path Entropy(↓):  3.118100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you give a few words describing the brotherhood
Start Entity:     The Brotherhood
Gold Answer:      [['martin ritt']]
Predicted Ans:    martin ritt
Predicted Path:   The Brotherhood --[has_tags]--> martin ritt --[(INV) has_tags]--> Sounder --[has_tags]--> martin ritt
Path (Raw):       The Brotherhood --[has_tags]--> martin ritt --[(INV) has_tags]--> Sounder --[has_tags]--> martin ritt
Neg LogProb(↓):   0.677909
Path Entropy(↓):  1.078694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is shane
Start Entity:     Shane
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Shane --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Shane --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.063834
Path Entropy(↓):  2.559659
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of firestarter starred who
Start Entity:     Firestarter
Gold Answer:      [['Chelsea Field', 'Scott Glenn', 'John Candy', 'Rae Dawn Chong', 'Arnold Schwarzenegger', 'Dolph Lundgren', 'Beverly Garland', 'Lou Diamond Phillips', 'Eugene Levy', 'Linda Blair', 'Roddy McDowall', 'Robert Loggia', 'Jim Bray', 'Brandon Lee', 'Perry King', 'Timothy Van Patten', 'Merrie Lynn Ross']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Firestarter --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Path (Raw):       Firestarter --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.080575
Path Entropy(↓):  0.337237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of swades
Start Entity:     Swades
Gold Answer:      [['Ashutosh Gowariker']]
Predicted Ans:    Ashutosh Gowariker
Predicted Path:   Swades --[directed_by]--> Ashutosh Gowariker --[(INV) directed_by]--> Swades --[written_by]--> Ashutosh Gowariker
Path (Raw):       Swades --[directed_by]--> Ashutosh Gowariker --[(INV) directed_by]--> Swades --[written_by]--> Ashutosh Gowariker
Neg LogProb(↓):   0.087171
Path Entropy(↓):  0.287688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of don't come knocking
Start Entity:     Don't Come Knocking
Gold Answer:      [['Ry Cooder', 'Compay Segundo', 'Meg Ryan', 'Dennis Hopper', 'Campino', 'Henry B. Walthall', 'Sam Shepard', 'Nick Nolte', 'Nicolas Cage', 'Solveig Dommartin', 'Demi Moore', 'Otto Sander', 'John Malkovich', 'Kim Basinger', 'Wim Wenders', 'Bill Pullman', 'Traci Lind', 'Rosalind Chao', 'Gary Oldman', 'Robert Duvall', 'Jeff Bridges', 'Sharon Stone', 'Dean Stockwell', 'Harry Dean Stanton', 'Senta Berger', 'Hans Christian Blech', 'Lou Castel', 'Juliano Ribeiro Salgado', 'Randy Quaid', 'Sebastião Salgado', 'Nastassja Kinski', 'Michelle Williams', 'John Diehl', 'Irène Jacob', 'Andie MacDowell', 'Catherine Keener', 'Bruno Ganz']]
Predicted Ans:    Sam Shepard
Predicted Path:   Don't Come Knocking --[written_by]--> Sam Shepard --[(INV) written_by]--> Fool for Love --[starred_actors]--> Sam Shepard
Path (Raw):       Don't Come Knocking --[written_by]--> Sam Shepard --[(INV) written_by]--> Fool for Love --[starred_actors]--> Sam Shepard
Neg LogProb(↓):   0.281957
Path Entropy(↓):  0.657997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by fear x writers
Start Entity:     Fear X
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Fear X --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[has_genre]--> Crime
Path (Raw):       Fear X --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[has_genre]--> Crime
Neg LogProb(↓):   0.258170
Path Entropy(↓):  0.536461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by stephen low
Start Entity:     Stephen Low
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Stephen Low --[(INV) directed_by]--> Across the Sea of Time --[in_language]--> Russian
Path (Raw):       Stephen Low --[No Operation]--> Stephen Low --[(INV) directed_by]--> Across the Sea of Time --[in_language]--> Russian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie fear island are written by who
Start Entity:     Fear Island
Gold Answer:      [['John Quaintance']]
Predicted Ans:    James Hayman
Predicted Path:   Fear Island --[starred_actors]--> Lucy Hale --[(INV) starred_actors]--> Sorority Wars --[directed_by]--> James Hayman
Path (Raw):       Fear Island --[starred_actors]--> Lucy Hale --[(INV) starred_actors]--> Sorority Wars --[directed_by]--> James Hayman
Neg LogProb(↓):   0.166197
Path Entropy(↓):  0.450222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by stephen mccauley
Start Entity:     Stephen McCauley
Gold Answer:      [['Nicholas Hytner']]
Predicted Ans:    Nicholas Hytner
Predicted Path:   Stephen McCauley --[(INV) written_by]--> The Object of My Affection --[directed_by]--> Nicholas Hytner
Path (Raw):       Stephen McCauley --[No Operation]--> Stephen McCauley --[(INV) written_by]--> The Object of My Affection --[directed_by]--> Nicholas Hytner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for whirlygirl
Start Entity:     Whirlygirl
Gold Answer:      [['Pete McCormack']]
Predicted Ans:    Pete McCormack
Predicted Path:   Whirlygirl --[written_by]--> Pete McCormack --[(INV) written_by]--> I Am Bruce Lee --[written_by]--> Pete McCormack
Path (Raw):       Whirlygirl --[written_by]--> Pete McCormack --[(INV) written_by]--> I Am Bruce Lee --[written_by]--> Pete McCormack
Neg LogProb(↓):   0.012093
Path Entropy(↓):  0.067122
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie eaten alive! released
Start Entity:     Eaten Alive!
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Eaten Alive! --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Eaten Alive! --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.732081
Path Entropy(↓):  3.153339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by chalte chalte actors
Start Entity:     Chalte Chalte
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Adventure', 'Crime', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Chalte Chalte --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Saawariya --[has_genre]--> Romance
Path (Raw):       Chalte Chalte --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Saawariya --[has_genre]--> Romance
Neg LogProb(↓):   0.062201
Path Entropy(↓):  0.277671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in superhero movie
Start Entity:     Superhero Movie
Gold Answer:      [['English', 'Polish']]
Predicted Ans:    Nastassja Kinski
Predicted Path:   Superhero Movie --[starred_actors]--> Christopher McDonald --[(INV) starred_actors]--> Terminal Velocity --[starred_actors]--> Nastassja Kinski
Path (Raw):       Superhero Movie --[starred_actors]--> Christopher McDonald --[(INV) starred_actors]--> Terminal Velocity --[starred_actors]--> Nastassja Kinski
Neg LogProb(↓):   0.894720
Path Entropy(↓):  1.477680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by leslie stevens
Start Entity:     Leslie Stevens
Gold Answer:      [['Franklin J. Schaffner', 'Arthur Penn', 'William A. Graham']]
Predicted Ans:    Leslie Stevens
Predicted Path:   Leslie Stevens --[(INV) written_by]--> Incubus --[directed_by]--> Leslie Stevens
Path (Raw):       Leslie Stevens --[No Operation]--> Leslie Stevens --[(INV) written_by]--> Incubus --[directed_by]--> Leslie Stevens
Neg LogProb(↓):   0.608808
Path Entropy(↓):  1.118343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with thomas arslan
Start Entity:     Thomas Arslan
Gold Answer:      [['Wilbur Smith']]
Predicted Ans:    Wilbur Smith
Predicted Path:   Thomas Arslan --[(INV) written_by]--> Gold --[written_by]--> Wilbur Smith
Path (Raw):       Thomas Arslan --[No Operation]--> Thomas Arslan --[(INV) written_by]--> Gold --[written_by]--> Wilbur Smith
Neg LogProb(↓):   0.000986
Path Entropy(↓):  0.007826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of better living through chemistry
Start Entity:     Better Living Through Chemistry
Gold Answer:      [['Heist', 'Matchstick Men', "Bickford Shmeckler's Cool Ideas", 'The Best of Me', 'Trucker', 'Moon', 'Turistas', 'Kiss Kiss Bang Bang', 'Drinking Buddies', 'Glory Daze', 'Deadfall', 'Seven Psychopaths', 'Fort Bliss', 'Machine Gun Preacher', 'The Heartbreak Kid', 'Snow Angels', 'The Death and Life of Bobby Z', 'Penthouse North', 'Jerry and Tom', 'Safe Men', 'The Incredible Burt Wonderstone', 'Eagle Eye', 'Joshua', "Everybody's Fine", 'Confessions of a Dangerous Mind', 'A Single Shot', 'Conviction', 'Source Code', 'Lawn Dogs', 'Clownhouse', 'The Winning Season']]
Predicted Ans:    Everybody's Fine
Predicted Path:   Better Living Through Chemistry --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine
Path (Raw):       Better Living Through Chemistry --[No Operation]--> Better Living Through Chemistry --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine
Neg LogProb(↓):   0.159611
Path Entropy(↓):  0.586912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie go
Start Entity:     Go
Gold Answer:      [['2000', '2003', '2007']]
Predicted Ans:    1999
Predicted Path:   Go --[written_by]--> John August --[(INV) written_by]--> Go --[release_year]--> 1999
Path (Raw):       Go --[written_by]--> John August --[(INV) written_by]--> Go --[release_year]--> 1999
Neg LogProb(↓):   0.201474
Path Entropy(↓):  0.504421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the film at five in the afternoon released
Start Entity:     At Five in the Afternoon
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   At Five in the Afternoon --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       At Five in the Afternoon --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.781045
Path Entropy(↓):  4.871043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the bubble
Start Entity:     The Bubble
Gold Answer:      [['Gal Uchovsky']]
Predicted Ans:    Gal Uchovsky
Predicted Path:   The Bubble --[directed_by]--> Eytan Fox --[(INV) directed_by]--> Walk on Water --[written_by]--> Gal Uchovsky
Path (Raw):       The Bubble --[directed_by]--> Eytan Fox --[(INV) directed_by]--> Walk on Water --[written_by]--> Gal Uchovsky
Neg LogProb(↓):   0.214587
Path Entropy(↓):  0.507005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of peter carey
Start Entity:     Peter Carey
Gold Answer:      [['Solveig Dommartin', 'Michael Almereyda', 'Ray Lawrence', 'Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   Peter Carey --[(INV) written_by]--> Until the End of the World --[written_by]--> Wim Wenders
Path (Raw):       Peter Carey --[No Operation]--> Peter Carey --[(INV) written_by]--> Until the End of the World --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.010511
Path Entropy(↓):  0.065964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by rama laurie stagner
Start Entity:     Rama Laurie Stagner
Gold Answer:      [['Powers Boothe', 'Carrie Snodgress', 'Tommy Lee Jones', 'Jessica Lange']]
Predicted Ans:    Tommy Lee Jones
Predicted Path:   Rama Laurie Stagner --[(INV) written_by]--> Blue Sky --[starred_actors]--> Tommy Lee Jones
Path (Raw):       Rama Laurie Stagner --[No Operation]--> Rama Laurie Stagner --[(INV) written_by]--> Blue Sky --[starred_actors]--> Tommy Lee Jones
Neg LogProb(↓):   0.516535
Path Entropy(↓):  0.677187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer adam mckay
Start Entity:     Adam McKay
Gold Answer:      [['Mark Wahlberg', 'John C. Reilly', 'Will Ferrell', 'Eva Mendes']]
Predicted Ans:    Will Ferrell
Predicted Path:   Adam McKay --[(INV) written_by]--> Step Brothers --[starred_actors]--> Will Ferrell
Path (Raw):       Adam McKay --[No Operation]--> Adam McKay --[(INV) written_by]--> Step Brothers --[starred_actors]--> Will Ferrell
Neg LogProb(↓):   0.491646
Path Entropy(↓):  0.668411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about samuel fuller
Start Entity:     samuel fuller
Gold Answer:      [['The Big Red One', 'The Steel Helmet', 'Underworld U.S.A.', 'Shock Corridor', 'The Baron of Arizona', 'Fixed Bayonets!', 'The Crimson Kimono', 'The Naked Kiss', 'White Dog', 'Pickup on South Street', 'I Shot Jesse James', 'Park Row', 'Forty Guns']]
Predicted Ans:    The Steel Helmet
Predicted Path:   samuel fuller --[(INV) has_tags]--> The Steel Helmet --[has_tags]--> samuel fuller --[(INV) has_tags]--> The Steel Helmet
Path (Raw):       samuel fuller --[(INV) has_tags]--> The Steel Helmet --[has_tags]--> samuel fuller --[(INV) has_tags]--> The Steel Helmet
Neg LogProb(↓):   0.102465
Path Entropy(↓):  0.456420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of spring breakers
Start Entity:     Spring Breakers
Gold Answer:      [['Harmony Korine']]
Predicted Ans:    Harmony Korine
Predicted Path:   Spring Breakers --[directed_by]--> Harmony Korine --[(INV) directed_by]--> Trash Humpers --[directed_by]--> Harmony Korine
Path (Raw):       Spring Breakers --[directed_by]--> Harmony Korine --[(INV) directed_by]--> Trash Humpers --[directed_by]--> Harmony Korine
Neg LogProb(↓):   0.011212
Path Entropy(↓):  0.065539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie barbary coast were in which genres
Start Entity:     Barbary Coast
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Barbary Coast --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Path (Raw):       Barbary Coast --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Neg LogProb(↓):   0.399122
Path Entropy(↓):  1.099301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by amy andelson released
Start Entity:     Amy Andelson
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Amy Andelson --[(INV) written_by]--> Step Up 3D --[release_year]--> 2010
Path (Raw):       Amy Andelson --[No Operation]--> Amy Andelson --[(INV) written_by]--> Step Up 3D --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with spartan fall under
Start Entity:     Spartan
Gold Answer:      [['Music', 'Sport', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Spartan --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Path (Raw):       Spartan --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Neg LogProb(↓):   0.333718
Path Entropy(↓):  1.036094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by george barr mccutcheon in
Start Entity:     George Barr McCutcheon
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   George Barr McCutcheon --[(INV) written_by]--> Brewster's Millions --[has_genre]--> Comedy
Path (Raw):       George Barr McCutcheon --[No Operation]--> George Barr McCutcheon --[(INV) written_by]--> Brewster's Millions --[has_genre]--> Comedy
Neg LogProb(↓):   1.386446
Path Entropy(↓):  1.387886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie mister 880
Start Entity:     Mister 880
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Mister 880 --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Mister 880 --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   1.744202
Path Entropy(↓):  3.188838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie next stop, greenwich village
Start Entity:     Next Stop, Greenwich Village
Gold Answer:      [['1962', '1968', '1988', '1970', '1980', '1997', '1995', '1971', '1950', '2005', '1951', '1959', '1985', '1965', '1979', '1986', '1955', '1977']]
Predicted Ans:    1976
Predicted Path:   Next Stop, Greenwich Village --[starred_actors]--> Ellen Greene --[(INV) starred_actors]--> Next Stop, Greenwich Village --[release_year]--> 1976
Path (Raw):       Next Stop, Greenwich Village --[starred_actors]--> Ellen Greene --[(INV) starred_actors]--> Next Stop, Greenwich Village --[release_year]--> 1976
Neg LogProb(↓):   0.138149
Path Entropy(↓):  0.553717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed the human race
Start Entity:     The Human Race
Gold Answer:      [['2002']]
Predicted Ans:    2013
Predicted Path:   The Human Race --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Human Race --[release_year]--> 2013
Path (Raw):       The Human Race --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Human Race --[release_year]--> 2013
Neg LogProb(↓):   0.671561
Path Entropy(↓):  0.692912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by robert e. lee
Start Entity:     Robert E. Lee
Gold Answer:      [['Ronald Neame']]
Predicted Ans:    Ronald Neame
Predicted Path:   Robert E. Lee --[(INV) written_by]--> First Monday in October --[directed_by]--> Ronald Neame
Path (Raw):       Robert E. Lee --[No Operation]--> Robert E. Lee --[(INV) written_by]--> First Monday in October --[directed_by]--> Ronald Neame
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of the great ecstasy of woodcarver steiner
Start Entity:     The Great Ecstasy of Woodcarver Steiner
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Great Ecstasy of Woodcarver Steiner --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Path (Raw):       The Great Ecstasy of Woodcarver Steiner --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.084861
Path Entropy(↓):  1.737027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the patriot actors release
Start Entity:     The Patriot
Gold Answer:      [['1970', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '2007', '1968', '1998', '2009', '1957', '1951', '2010', '2004', '1982', '1994', '1943', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1964', '1997', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    2006
Predicted Path:   The Patriot --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Path (Raw):       The Patriot --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Neg LogProb(↓):   1.592890
Path Entropy(↓):  2.812921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of niagara, niagara starred who
Start Entity:     Niagara, Niagara
Gold Answer:      [['Mischa Barton', 'Matt Czuchry', 'Lili Taylor', 'Courtney Love']]
Predicted Ans:    Matt Czuchry
Predicted Path:   Niagara, Niagara --[directed_by]--> Bob Gosse --[(INV) directed_by]--> I Hope They Serve Beer in Hell --[starred_actors]--> Matt Czuchry
Path (Raw):       Niagara, Niagara --[directed_by]--> Bob Gosse --[(INV) directed_by]--> I Hope They Serve Beer in Hell --[starred_actors]--> Matt Czuchry
Neg LogProb(↓):   0.746492
Path Entropy(↓):  0.692001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film latitudes
Start Entity:     Latitudes
Gold Answer:      [['2008', '2006', '2011', '2010']]
Predicted Ans:    2014
Predicted Path:   Latitudes --[starred_actors]--> Daniel de Oliveira --[(INV) starred_actors]--> Latitudes --[release_year]--> 2014
Path (Raw):       Latitudes --[starred_actors]--> Daniel de Oliveira --[(INV) starred_actors]--> Latitudes --[release_year]--> 2014
Neg LogProb(↓):   0.724736
Path Entropy(↓):  0.736047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed wooden crosses
Start Entity:     Wooden Crosses
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Wooden Crosses --[directed_by]--> Raymond Bernard --[(INV) directed_by]--> Les Misérables --[in_language]--> English
Path (Raw):       Wooden Crosses --[directed_by]--> Raymond Bernard --[(INV) directed_by]--> Les Misérables --[in_language]--> English
Neg LogProb(↓):   1.354106
Path Entropy(↓):  1.527827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the docks of new york
Start Entity:     The Docks of New York
Gold Answer:      [['1978', '1946', '1933', '1966', '1957', '1959', '1936', '1938', '1927', '1932', '1935', '1930']]
Predicted Ans:    1966
Predicted Path:   The Docks of New York --[written_by]--> John Monk Saunders --[(INV) written_by]--> Wings --[release_year]--> 1966
Path (Raw):       The Docks of New York --[written_by]--> John Monk Saunders --[(INV) written_by]--> Wings --[release_year]--> 1966
Neg LogProb(↓):   0.893140
Path Entropy(↓):  1.700485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote trust
Start Entity:     Trust
Gold Answer:      [['Todd Field', 'Rob Epstein', 'Jeffrey Friedman', 'Hal Hartley']]
Predicted Ans:    Hal Hartley
Predicted Path:   Trust --[written_by]--> Hal Hartley --[(INV) written_by]--> Amateur --[directed_by]--> Hal Hartley
Path (Raw):       Trust --[written_by]--> Hal Hartley --[(INV) written_by]--> Amateur --[directed_by]--> Hal Hartley
Neg LogProb(↓):   0.034725
Path Entropy(↓):  0.189630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the brood
Start Entity:     The Brood
Gold Answer:      [['Guy Endore', 'Larry Kramer', 'Robert Sheckley', 'Stanley Mann', 'Jack London', 'John Fowles', 'Robert Louis Stevenson', 'George Melly', 'Lucy Irvine', 'Robert Marasco', 'Ken Russell', 'Dan Curtis', 'Terry Gilliam', 'John Kohn', 'Aldous Huxley', 'Hugh Lofting', 'Leslie Bricusse', 'John Whiting', 'George MacDonald Fraser', 'Kingsley Amis', 'Patrick Melton', 'Marcus Dunstan', 'Winston Graham', 'Pete Townshend', 'Fraser Clarke Heston']]
Predicted Ans:    Fraser Clarke Heston
Predicted Path:   The Brood --[starred_actors]--> Oliver Reed --[(INV) starred_actors]--> Treasure Island --[written_by]--> Fraser Clarke Heston
Path (Raw):       The Brood --[starred_actors]--> Oliver Reed --[(INV) starred_actors]--> Treasure Island --[written_by]--> Fraser Clarke Heston
Neg LogProb(↓):   0.924696
Path Entropy(↓):  1.927412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film rosa luxemburg
Start Entity:     Rosa Luxemburg
Gold Answer:      [['Rudy Wurlitzer', 'Max Frisch', 'Margarethe von Trotta', 'David Henry Hwang', 'Niels Vørsel', 'Lars von Trier']]
Predicted Ans:    Margarethe von Trotta
Predicted Path:   Rosa Luxemburg --[starred_actors]--> Barbara Sukowa --[(INV) starred_actors]--> Hannah Arendt --[written_by]--> Margarethe von Trotta
Path (Raw):       Rosa Luxemburg --[starred_actors]--> Barbara Sukowa --[(INV) starred_actors]--> Hannah Arendt --[written_by]--> Margarethe von Trotta
Neg LogProb(↓):   0.979404
Path Entropy(↓):  1.274801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about lawrence kasdan
Start Entity:     lawrence kasdan
Gold Answer:      [['Silverado', 'French Kiss', 'I Love You to Death', 'Body Heat', 'The Big Chill']]
Predicted Ans:    French Kiss
Predicted Path:   lawrence kasdan --[(INV) has_tags]--> French Kiss --[written_by]--> Adam Brooks --[(INV) written_by]--> French Kiss
Path (Raw):       lawrence kasdan --[(INV) has_tags]--> French Kiss --[written_by]--> Adam Brooks --[(INV) written_by]--> French Kiss
Neg LogProb(↓):   0.321798
Path Entropy(↓):  0.615241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Six weeks is a film written by this person
Start Entity:     Six Weeks
Gold Answer:      [['Fred Mustard Stewart']]
Predicted Ans:    Fred Mustard Stewart
Predicted Path:   Six Weeks --[written_by]--> Fred Mustard Stewart --[(INV) written_by]--> Six Weeks --[written_by]--> Fred Mustard Stewart
Path (Raw):       Six Weeks --[written_by]--> Fred Mustard Stewart --[(INV) written_by]--> Six Weeks --[written_by]--> Fred Mustard Stewart
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by rama burshtein
Start Entity:     Rama Burshtein
Gold Answer:      [['Hadas Yaron']]
Predicted Ans:    Hadas Yaron
Predicted Path:   Rama Burshtein --[(INV) written_by]--> Fill the Void --[starred_actors]--> Hadas Yaron
Path (Raw):       Rama Burshtein --[No Operation]--> Rama Burshtein --[(INV) written_by]--> Fill the Void --[starred_actors]--> Hadas Yaron
Neg LogProb(↓):   0.000144
Path Entropy(↓):  0.001416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the park row director release
Start Entity:     Park Row
Gold Answer:      [['1962', '1980', '1963', '1964', '1949', '1957', '1950', '1951', '1959', '1982', '1973', '1953', '1961', '1955']]
Predicted Ans:    1973
Predicted Path:   Park Row --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Deadly Trackers --[release_year]--> 1973
Path (Raw):       Park Row --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Deadly Trackers --[release_year]--> 1973
Neg LogProb(↓):   1.659789
Path Entropy(↓):  2.287924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by stephen eric mcintyre
Start Entity:     Stephen Eric McIntyre
Gold Answer:      [['Gary Yates']]
Predicted Ans:    Gary Yates
Predicted Path:   Stephen Eric McIntyre --[(INV) starred_actors]--> High Life --[directed_by]--> Gary Yates
Path (Raw):       Stephen Eric McIntyre --[No Operation]--> Stephen Eric McIntyre --[(INV) starred_actors]--> High Life --[directed_by]--> Gary Yates
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by cyril hume were in which genres
Start Entity:     Cyril Hume
Gold Answer:      [['Musical', 'Drama', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Cyril Hume --[(INV) written_by]--> Ransom --[has_genre]--> Thriller
Path (Raw):       Cyril Hume --[No Operation]--> Cyril Hume --[(INV) written_by]--> Ransom --[has_genre]--> Thriller
Neg LogProb(↓):   0.625046
Path Entropy(↓):  1.147197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by guadalcanal diary actors
Start Entity:     Guadalcanal Diary
Gold Answer:      [['Japanese']]
Predicted Ans:    lewis milestone
Predicted Path:   Guadalcanal Diary --[starred_actors]--> Richard Conte --[(INV) starred_actors]--> A Walk in the Sun --[has_tags]--> lewis milestone
Path (Raw):       Guadalcanal Diary --[starred_actors]--> Richard Conte --[(INV) starred_actors]--> A Walk in the Sun --[has_tags]--> lewis milestone
Neg LogProb(↓):   0.967101
Path Entropy(↓):  1.273907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer libbie block
Start Entity:     Libbie Block
Gold Answer:      [['Barbara Bel Geddes', 'Robert Ryan', 'Edward James Olmos', 'Arie Verveen', 'Bitty Schram', 'James Mason']]
Predicted Ans:    Robert Ryan
Predicted Path:   Libbie Block --[(INV) written_by]--> Caught --[starred_actors]--> Robert Ryan
Path (Raw):       Libbie Block --[No Operation]--> Libbie Block --[(INV) written_by]--> Caught --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.323293
Path Entropy(↓):  0.722555
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed behind the sun
Start Entity:     Behind the Sun
Gold Answer:      [['Jack Kerouac', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Bráulio Mantovani', 'Alexander Payne', 'Ethan Coen', 'Wes Craven', 'Billy Wilder', 'Charles Brackett', 'Edwin Justus Mayer', 'Daniela Thomas', 'Gus Van Sant', 'Marcos Bernstein', 'João Emanuel Carneiro', 'Alberto Granado', 'Hideo Nakata', 'Walter Salles', 'Gurinder Chadha', 'Franz Schulz']]
Predicted Ans:    Walter Salles
Predicted Path:   Behind the Sun --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[written_by]--> Walter Salles
Path (Raw):       Behind the Sun --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[written_by]--> Walter Salles
Neg LogProb(↓):   0.610522
Path Entropy(↓):  1.236321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote noah
Start Entity:     Noah
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Noah --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[has_genre]--> Drama
Path (Raw):       Noah --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[has_genre]--> Drama
Neg LogProb(↓):   0.430692
Path Entropy(↓):  0.860087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of american flyers were directed by who
Start Entity:     American Flyers
Gold Answer:      [['Arthur Penn', 'Peter Yates', 'George Roy Hill']]
Predicted Ans:    John Badham
Predicted Path:   American Flyers --[written_by]--> Steve Tesich --[(INV) written_by]--> American Flyers --[directed_by]--> John Badham
Path (Raw):       American Flyers --[written_by]--> Steve Tesich --[(INV) written_by]--> American Flyers --[directed_by]--> John Badham
Neg LogProb(↓):   0.579394
Path Entropy(↓):  0.954240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share directors with rosa luxemburg in
Start Entity:     Rosa Luxemburg
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Rosa Luxemburg --[directed_by]--> Margarethe von Trotta --[(INV) directed_by]--> Hannah Arendt --[in_language]--> French
Path (Raw):       Rosa Luxemburg --[directed_by]--> Margarethe von Trotta --[(INV) directed_by]--> Hannah Arendt --[in_language]--> French
Neg LogProb(↓):   0.271649
Path Entropy(↓):  0.785454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by sophie kinsella
Start Entity:     Sophie Kinsella
Gold Answer:      [['Confessions of a Shopaholic']]
Predicted Ans:    Confessions of a Shopaholic
Predicted Path:   Sophie Kinsella --[(INV) written_by]--> Confessions of a Shopaholic --[written_by]--> Sophie Kinsella --[(INV) written_by]--> Confessions of a Shopaholic
Path (Raw):       Sophie Kinsella --[(INV) written_by]--> Confessions of a Shopaholic --[written_by]--> Sophie Kinsella --[(INV) written_by]--> Confessions of a Shopaholic
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor winston chao acted together with who
Start Entity:     Winston Chao
Gold Answer:      [['May Chin', 'Jackie Chan', 'Sihung Lung']]
Predicted Ans:    Sihung Lung
Predicted Path:   Winston Chao --[(INV) starred_actors]--> The Wedding Banquet --[starred_actors]--> Sihung Lung
Path (Raw):       Winston Chao --[No Operation]--> Winston Chao --[(INV) starred_actors]--> The Wedding Banquet --[starred_actors]--> Sihung Lung
Neg LogProb(↓):   0.008972
Path Entropy(↓):  0.051520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by big fella actors
Start Entity:     Big Fella
Gold Answer:      [['J. Lee Thompson', 'Dudley Murphy', 'Andrew Marton', 'Robert Stevenson', 'Compton Bennett']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   Big Fella --[starred_actors]--> Paul Robeson --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> J. Lee Thompson
Path (Raw):       Big Fella --[starred_actors]--> Paul Robeson --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   0.943990
Path Entropy(↓):  1.242756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of joanne whalley starred movies
Start Entity:     Joanne Whalley
Gold Answer:      [['1988', '1994', '1989', '1991']]
Predicted Ans:    1991
Predicted Path:   Joanne Whalley --[(INV) starred_actors]--> Shattered --[release_year]--> 1991
Path (Raw):       Joanne Whalley --[No Operation]--> Joanne Whalley --[(INV) starred_actors]--> Shattered --[release_year]--> 1991
Neg LogProb(↓):   0.374073
Path Entropy(↓):  0.811580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by robert stone were in which genres
Start Entity:     Robert Stone
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Robert Stone --[(INV) written_by]--> Earth Days --[has_genre]--> Documentary
Path (Raw):       Robert Stone --[No Operation]--> Robert Stone --[(INV) written_by]--> Earth Days --[has_genre]--> Documentary
Neg LogProb(↓):   0.575319
Path Entropy(↓):  0.770738
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the magic magic director
Start Entity:     Magic Magic
Gold Answer:      [['Sebastián Silva', 'Pedro Peirano']]
Predicted Ans:    Pedro Peirano
Predicted Path:   Magic Magic --[directed_by]--> Sebastián Silva --[(INV) directed_by]--> The Maid --[written_by]--> Pedro Peirano
Path (Raw):       Magic Magic --[directed_by]--> Sebastián Silva --[(INV) directed_by]--> The Maid --[written_by]--> Pedro Peirano
Neg LogProb(↓):   0.335186
Path Entropy(↓):  0.630344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by all's faire in love actors
Start Entity:     All's Faire in Love
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   All's Faire in Love --[starred_actors]--> Owen Benjamin --[(INV) starred_actors]--> All's Faire in Love --[has_genre]--> Comedy
Path (Raw):       All's Faire in Love --[starred_actors]--> Owen Benjamin --[(INV) starred_actors]--> All's Faire in Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.313871
Path Entropy(↓):  0.589438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is the student
Start Entity:     The Student
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Student --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Student --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.326933
Path Entropy(↓):  4.571403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by john g. avildsen fall under
Start Entity:     John G. Avildsen
Gold Answer:      [['Sport', 'Short', 'Drama', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   John G. Avildsen --[(INV) directed_by]--> The Power of One --[has_genre]--> Drama
Path (Raw):       John G. Avildsen --[No Operation]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[has_genre]--> Drama
Neg LogProb(↓):   0.009322
Path Entropy(↓):  0.057099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie fm were released in which years
Start Entity:     FM
Gold Answer:      [['1968', '1976', '1978', '1970', '1971', '1985', '1974', '1984']]
Predicted Ans:    1974
Predicted Path:   FM --[starred_actors]--> Cleavon Little --[(INV) starred_actors]--> Blazing Saddles --[release_year]--> 1974
Path (Raw):       FM --[starred_actors]--> Cleavon Little --[(INV) starred_actors]--> Blazing Saddles --[release_year]--> 1974
Neg LogProb(↓):   0.137549
Path Entropy(↓):  0.478858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in f / x2
Start Entity:     F/X2
Gold Answer:      [['Music', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   F/X2 --[starred_actors]--> Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[has_genre]--> Comedy
Path (Raw):       F/X2 --[starred_actors]--> Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[has_genre]--> Comedy
Neg LogProb(↓):   0.603183
Path Entropy(↓):  0.991071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with only angels have wings fall under
Start Entity:     Only Angels Have Wings
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Only Angels Have Wings --[directed_by]--> Howard Hawks --[(INV) directed_by]--> His Girl Friday --[has_genre]--> Comedy
Path (Raw):       Only Angels Have Wings --[directed_by]--> Howard Hawks --[(INV) directed_by]--> His Girl Friday --[has_genre]--> Comedy
Neg LogProb(↓):   0.979173
Path Entropy(↓):  1.470356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in ace in the hole also appears in which movies
Start Entity:     Ace in the Hole
Gold Answer:      [['It Runs in the Family', 'Lonely Are the Brave', 'The Villain', 'Tough Guys', 'Spartacus', 'Gunfight at the O.K. Corral', 'The Brotherhood', 'The Big Sky', 'There Was a Crooked Man...', 'Once Is Not Enough', 'Young Man with a Horn', 'A Letter to Three Wives', 'The Fury', 'Along the Great Divide', 'The Bad and the Beautiful', 'Town Without Pity', 'Paths of Glory', 'Detective Story', 'Seven Days in May', 'Cast a Giant Shadow', '20,000 Leagues Under the Sea', 'Ulysses', 'The War Wagon', 'The Big Trees', 'The Story of Three Loves', 'Saturn 3', 'Last Train from Gun Hill', 'Out of the Past', 'The Strange Love of Martha Ivers', 'Greedy', 'The Man from Snowy River', 'Lust for Life', "In Harm's Way", 'Diamonds', 'The Last Sunset', 'Two Weeks in Another Town', 'Strangers When We Meet', 'The Final Countdown', 'My Dear Secretary', 'The Arrangement', 'Posse', 'Champion', 'The Vikings']]
Predicted Ans:    Paths of Glory
Predicted Path:   Ace in the Hole --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Paths of Glory
Path (Raw):       Ace in the Hole --[starred_actors]--> Kirk Douglas --[No Operation]--> Kirk Douglas --[(INV) starred_actors]--> Paths of Glory
Neg LogProb(↓):   0.959155
Path Entropy(↓):  2.004062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film shoot first, die later
Start Entity:     Shoot First, Die Later
Gold Answer:      [['Fernando Di Leo']]
Predicted Ans:    Fernando Di Leo
Predicted Path:   Shoot First, Die Later --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Caliber 9 --[directed_by]--> Fernando Di Leo
Path (Raw):       Shoot First, Die Later --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Caliber 9 --[directed_by]--> Fernando Di Leo
Neg LogProb(↓):   0.047129
Path Entropy(↓):  0.186724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the big fix fall under
Start Entity:     The Big Fix
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Big Fix --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen --[has_genre]--> Drama
Path (Raw):       The Big Fix --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen --[has_genre]--> Drama
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films monsoon wedding are written by who
Start Entity:     Monsoon Wedding
Gold Answer:      [['Susan Butler', 'William Makepeace Thackeray', 'Mary S. Lovell', 'Mohsin Hamid', 'Christine Bell', 'Jhumpa Lahiri', 'Mira Nair', 'Sooni Taraporevala', 'Ronald Bass', 'Anna Hamilton Phelan']]
Predicted Ans:    Mohsin Hamid
Predicted Path:   Monsoon Wedding --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[written_by]--> Mohsin Hamid
Path (Raw):       Monsoon Wedding --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[written_by]--> Mohsin Hamid
Neg LogProb(↓):   0.057680
Path Entropy(↓):  0.271590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by frank grillo released
Start Entity:     Frank Grillo
Gold Answer:      [['2012', '2011']]
Predicted Ans:    2011
Predicted Path:   Frank Grillo --[(INV) starred_actors]--> The Grey --[release_year]--> 2011
Path (Raw):       Frank Grillo --[No Operation]--> Frank Grillo --[(INV) starred_actors]--> The Grey --[release_year]--> 2011
Neg LogProb(↓):   0.033697
Path Entropy(↓):  0.152604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of 10, 000 bc
Start Entity:     10,000 BC
Gold Answer:      [['Godzilla', 'Stargate', 'The Day After Tomorrow', 'Independence Day', 'Moon 44', '2012', 'Joey']]
Predicted Ans:    Godzilla
Predicted Path:   10,000 BC --[written_by]--> Roland Emmerich --[(INV) written_by]--> Godzilla
Path (Raw):       10,000 BC --[written_by]--> Roland Emmerich --[(INV) written_by]--> Godzilla --[No Operation]--> Godzilla
Neg LogProb(↓):   0.492770
Path Entropy(↓):  1.158347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of the return of swamp thing
Start Entity:     The Return of Swamp Thing
Gold Answer:      [['Silver Bears', 'Letter from an Unknown Woman', 'Madame Bovary', 'The V.I.P.s', 'Can-Can', 'The Happy Time', 'Gigi', 'Year of the Comet', 'Angels Fall', 'The Swan', 'Swamp Thing', 'The Perfect Man', 'Three Coins in the Fountain']]
Predicted Ans:    Madame Bovary
Predicted Path:   The Return of Swamp Thing --[starred_actors]--> Louis Jourdan --[(INV) starred_actors]--> Madame Bovary
Path (Raw):       The Return of Swamp Thing --[starred_actors]--> Louis Jourdan --[No Operation]--> Louis Jourdan --[(INV) starred_actors]--> Madame Bovary
Neg LogProb(↓):   0.347360
Path Entropy(↓):  0.983261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by sumiko sakamoto in
Start Entity:     Sumiko Sakamoto
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Sumiko Sakamoto --[(INV) starred_actors]--> The Ballad of Narayama --[in_language]--> Japanese
Path (Raw):       Sumiko Sakamoto --[No Operation]--> Sumiko Sakamoto --[(INV) starred_actors]--> The Ballad of Narayama --[in_language]--> Japanese
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was out on a limb directed by
Start Entity:     Out on a Limb
Gold Answer:      [['Francis Veber']]
Predicted Ans:    Francis Veber
Predicted Path:   Out on a Limb --[directed_by]--> Francis Veber --[(INV) directed_by]--> The Valet --[directed_by]--> Francis Veber
Path (Raw):       Out on a Limb --[directed_by]--> Francis Veber --[(INV) directed_by]--> The Valet --[directed_by]--> Francis Veber
Neg LogProb(↓):   0.025890
Path Entropy(↓):  0.120514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by trini alvarado
Start Entity:     Trini Alvarado
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Trini Alvarado --[(INV) starred_actors]--> Stella --[in_language]--> French
Path (Raw):       Trini Alvarado --[No Operation]--> Trini Alvarado --[(INV) starred_actors]--> Stella --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of stiles white directed films
Start Entity:     Stiles White
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Stiles White --[(INV) directed_by]--> Ouija --[release_year]--> 2014
Path (Raw):       Stiles White --[No Operation]--> Stiles White --[(INV) directed_by]--> Ouija --[release_year]--> 2014
Neg LogProb(↓):   0.003707
Path Entropy(↓):  0.024413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of strangers when we meet
Start Entity:     Strangers When We Meet
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Strangers When We Meet --[directed_by]--> Richard Quine --[(INV) directed_by]--> Operation Mad Ball --[has_genre]--> Comedy
Path (Raw):       Strangers When We Meet --[directed_by]--> Richard Quine --[(INV) directed_by]--> Operation Mad Ball --[has_genre]--> Comedy
Neg LogProb(↓):   1.045273
Path Entropy(↓):  1.606951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by damon beesley
Start Entity:     Damon Beesley
Gold Answer:      [['Iain Morris', 'Ben Palmer']]
Predicted Ans:    Damon Beesley
Predicted Path:   Damon Beesley --[(INV) directed_by]--> The Inbetweeners 2 --[directed_by]--> Damon Beesley
Path (Raw):       Damon Beesley --[No Operation]--> Damon Beesley --[(INV) directed_by]--> The Inbetweeners 2 --[directed_by]--> Damon Beesley
Neg LogProb(↓):   0.135442
Path Entropy(↓):  0.410916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in sinbad and the eye of the tiger
Start Entity:     Sinbad and the Eye of the Tiger
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Sinbad and the Eye of the Tiger --[starred_actors]--> Jane Seymour --[(INV) starred_actors]--> The Scarlet Pimpernel --[has_genre]--> Adventure
Path (Raw):       Sinbad and the Eye of the Tiger --[starred_actors]--> Jane Seymour --[(INV) starred_actors]--> The Scarlet Pimpernel --[has_genre]--> Adventure
Neg LogProb(↓):   0.080221
Path Entropy(↓):  0.365770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor massimo serato starred together with who
Start Entity:     Massimo Serato
Gold Answer:      [['Tony Russel', 'Lisa Gastoni']]
Predicted Ans:    Tony Russel
Predicted Path:   Massimo Serato --[(INV) starred_actors]--> Wild, Wild Planet --[starred_actors]--> Tony Russel
Path (Raw):       Massimo Serato --[No Operation]--> Massimo Serato --[(INV) starred_actors]--> Wild, Wild Planet --[starred_actors]--> Tony Russel
Neg LogProb(↓):   0.481069
Path Entropy(↓):  0.669963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by melvin frank
Start Entity:     melvin frank
Gold Answer:      [['The Court Jester', 'Knock on Wood']]
Predicted Ans:    The Court Jester
Predicted Path:   melvin frank --[(INV) has_tags]--> The Court Jester --[has_tags]--> melvin frank --[(INV) has_tags]--> The Court Jester
Path (Raw):       melvin frank --[(INV) has_tags]--> The Court Jester --[has_tags]--> melvin frank --[(INV) has_tags]--> The Court Jester
Neg LogProb(↓):   1.190639
Path Entropy(↓):  1.435719
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie drug war were released in which years
Start Entity:     Drug War
Gold Answer:      [['2000', '2009', '2001', '2008', '2003', '2005', '2004', '2006', '1999', '2002', '1986', '2011', '2007']]
Predicted Ans:    2005
Predicted Path:   Drug War --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[release_year]--> 2005
Path (Raw):       Drug War --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[release_year]--> 2005
Neg LogProb(↓):   0.734854
Path Entropy(↓):  1.538579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie sahara
Start Entity:     Sahara
Gold Answer:      [['Steve Zahn', 'Matthew McConaughey', 'Penélope Cruz']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Sahara --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> In a Lonely Place --[starred_actors]--> Humphrey Bogart
Path (Raw):       Sahara --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> In a Lonely Place --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.712696
Path Entropy(↓):  1.569838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of odds against tomorrow
Start Entity:     Odds Against Tomorrow
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Julie Andrews', 'Rossana Podestà', 'Theodore Bikel', 'Simon Oakland', 'Walter Slezak', 'Keanu Reeves', 'Jacques Sernas', 'Lawrence Tierney', 'Claire Trevor', 'Hugh Marlowe', 'Andrew McCarthy', 'Julie Harris', 'David Wayne', 'Anthony Hopkins', 'Candice Bergen', 'Richard Basehart', 'William Holden', 'Barbara Stanwyck', 'Russ Tamblyn', 'Fredric March', 'Robert Mitchum', 'Susan Hayward', 'Valentina Cortese', 'William Lundigan', 'Paul Douglas', 'Audrey Totter', 'Ruby Dee', 'Bela Lugosi', 'Stanley Baker', 'Christopher Plummer', 'Richard Johnson', 'Kate Reid', 'Patricia Neal', 'Cedric Hardwicke', 'Lili Taylor', 'Owen Wilson', 'James Cagney', 'Michael Rennie', 'Shirley MacLaine', 'Barbara Bel Geddes', 'Robert Ryan', 'Liam Neeson', 'Richard Crenna', 'Claire Bloom', 'Boris Karloff', 'Richard Burton', 'Nastassja Kinski', 'George C. Scott', 'Anthony Franciosa', 'Marsha Mason', 'Arthur Hill', 'Jean Simmons', 'Nick Offerman', 'Jess Weixler', 'Susan Swift', 'Keith Poulson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'Rita Moreno', 'Richard Beymer', 'James Olson']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Odds Against Tomorrow --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[starred_actors]--> Christopher Plummer
Path (Raw):       Odds Against Tomorrow --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.251547
Path Entropy(↓):  0.886479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is dreams about
Start Entity:     Dreams
Gold Answer:      [['akira kurosawa', 'dreams', 'life', 'kurosawa']]
Predicted Ans:    akira kurosawa
Predicted Path:   Dreams --[has_tags]--> akira kurosawa --[(INV) has_tags]--> Rashomon --[has_tags]--> akira kurosawa
Path (Raw):       Dreams --[has_tags]--> akira kurosawa --[(INV) has_tags]--> Rashomon --[has_tags]--> akira kurosawa
Neg LogProb(↓):   0.271818
Path Entropy(↓):  0.603316
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed hotel des invalides
Start Entity:     Hôtel des Invalides
Gold Answer:      [['1963', '1960', '1916']]
Predicted Ans:    1960
Predicted Path:   Hôtel des Invalides --[directed_by]--> Georges Franju --[(INV) directed_by]--> Eyes Without a Face --[release_year]--> 1960
Path (Raw):       Hôtel des Invalides --[directed_by]--> Georges Franju --[(INV) directed_by]--> Eyes Without a Face --[release_year]--> 1960
Neg LogProb(↓):   0.302527
Path Entropy(↓):  0.745445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film elephant white
Start Entity:     Elephant White
Gold Answer:      [['bangkok']]
Predicted Ans:    bangkok
Predicted Path:   Elephant White --[has_tags]--> bangkok --[(INV) has_tags]--> Only God Forgives --[has_tags]--> bangkok
Path (Raw):       Elephant White --[has_tags]--> bangkok --[(INV) has_tags]--> Only God Forgives --[has_tags]--> bangkok
Neg LogProb(↓):   0.001906
Path Entropy(↓):  0.015074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in exam
Start Entity:     Exam
Gold Answer:      [['Nathalie Cox', 'Adar Beck', 'Gemma Chan', 'John Lloyd Fillingham']]
Predicted Ans:    Gemma Chan
Predicted Path:   Exam --[starred_actors]--> Gemma Chan --[(INV) starred_actors]--> Exam --[starred_actors]--> Gemma Chan
Path (Raw):       Exam --[starred_actors]--> Gemma Chan --[(INV) starred_actors]--> Exam --[starred_actors]--> Gemma Chan
Neg LogProb(↓):   0.860832
Path Entropy(↓):  1.277632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film true colors
Start Entity:     True Colors
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '2007', '1963', '2009', '2010', '2004', '2014', '1994', '1956', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1997', '2005', '1999', '1987', '1986', '1937']]
Predicted Ans:    1994
Predicted Path:   True Colors --[starred_actors]--> James Spader --[(INV) starred_actors]--> Stargate --[release_year]--> 1994
Path (Raw):       True Colors --[starred_actors]--> James Spader --[(INV) starred_actors]--> Stargate --[release_year]--> 1994
Neg LogProb(↓):   1.236097
Path Entropy(↓):  2.205786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed she - wolf of london
Start Entity:     She-Wolf of London
Gold Answer:      [['Jean Yarbrough']]
Predicted Ans:    Jean Yarbrough
Predicted Path:   She-Wolf of London --[directed_by]--> Jean Yarbrough --[(INV) directed_by]--> Hillbillys in a Haunted House --[directed_by]--> Jean Yarbrough
Path (Raw):       She-Wolf of London --[directed_by]--> Jean Yarbrough --[(INV) directed_by]--> Hillbillys in a Haunted House --[directed_by]--> Jean Yarbrough
Neg LogProb(↓):   0.013400
Path Entropy(↓):  0.079502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by mother
Start Entity:     mother
Gold Answer:      [['Incendies']]
Predicted Ans:    Incendies
Predicted Path:   mother --[(INV) has_tags]--> Incendies --[has_tags]--> denis villeneuve --[(INV) has_tags]--> Incendies
Path (Raw):       mother --[(INV) has_tags]--> Incendies --[has_tags]--> denis villeneuve --[(INV) has_tags]--> Incendies
Neg LogProb(↓):   0.639969
Path Entropy(↓):  0.693558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with aric avelino
Start Entity:     Aric Avelino
Gold Answer:      [['Alan Jacobs', 'Steven Bagatourian']]
Predicted Ans:    Alan Jacobs
Predicted Path:   Aric Avelino --[(INV) written_by]--> American Gun --[written_by]--> Alan Jacobs
Path (Raw):       Aric Avelino --[No Operation]--> Aric Avelino --[(INV) written_by]--> American Gun --[written_by]--> Alan Jacobs
Neg LogProb(↓):   0.118018
Path Entropy(↓):  0.359321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of jackpot
Start Entity:     Jackpot
Gold Answer:      [['Michael Polish']]
Predicted Ans:    Michael Polish
Predicted Path:   Jackpot --[written_by]--> Mark Polish --[(INV) written_by]--> Twin Falls Idaho --[directed_by]--> Michael Polish
Path (Raw):       Jackpot --[written_by]--> Mark Polish --[(INV) written_by]--> Twin Falls Idaho --[directed_by]--> Michael Polish
Neg LogProb(↓):   0.008612
Path Entropy(↓):  0.054746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of there be dragons
Start Entity:     There Be Dragons
Gold Answer:      [['Fat Man and Little Boy']]
Predicted Ans:    There Be Dragons
Predicted Path:   There Be Dragons --[written_by]--> Roland Joffé --[(INV) written_by]--> There Be Dragons
Path (Raw):       There Be Dragons --[No Operation]--> There Be Dragons --[written_by]--> Roland Joffé --[(INV) written_by]--> There Be Dragons
Neg LogProb(↓):   0.222845
Path Entropy(↓):  0.554885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies written by jacques rivette
Start Entity:     Jacques Rivette
Gold Answer:      [['1966', '2003', '1991', '1961', '1969', '1974', '2007']]
Predicted Ans:    2003
Predicted Path:   Jacques Rivette --[(INV) written_by]--> The Story of Marie and Julien --[release_year]--> 2003
Path (Raw):       Jacques Rivette --[No Operation]--> Jacques Rivette --[(INV) written_by]--> The Story of Marie and Julien --[release_year]--> 2003
Neg LogProb(↓):   0.192584
Path Entropy(↓):  0.666635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by biyi bandele
Start Entity:     Biyi Bandele
Gold Answer:      [['Chiwetel Ejiofor', 'Thandie Newton']]
Predicted Ans:    Thandie Newton
Predicted Path:   Biyi Bandele --[(INV) directed_by]--> Half of a Yellow Sun --[starred_actors]--> Thandie Newton
Path (Raw):       Biyi Bandele --[No Operation]--> Biyi Bandele --[(INV) directed_by]--> Half of a Yellow Sun --[starred_actors]--> Thandie Newton
Neg LogProb(↓):   0.245732
Path Entropy(↓):  0.653549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the long riders
Start Entity:     The Long Riders
Gold Answer:      [["Brewster's Millions", 'Last Man Standing', 'Another 48 Hrs.', 'Wild Bill', '48 Hrs.', 'The Warriors', 'Bullet to the Head', 'The Driver', 'Supernova', 'Streets of Fire', 'Hard Times', 'Southern Comfort', 'Red Heat', 'Trespass', 'Crossroads', 'Extreme Prejudice', 'Undisputed', 'Johnny Handsome']]
Predicted Ans:    Red Heat
Predicted Path:   The Long Riders --[directed_by]--> Walter Hill --[(INV) directed_by]--> Red Heat
Path (Raw):       The Long Riders --[directed_by]--> Walter Hill --[(INV) directed_by]--> Red Heat --[No Operation]--> Red Heat
Neg LogProb(↓):   0.619464
Path Entropy(↓):  1.318564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of ladybugs also directed which movies
Start Entity:     Ladybugs
Gold Answer:      [['Direct Action', 'Hollow Point', 'Little Fauss and Big Halsy', 'Lady Sings the Blues', 'Detention', 'The Boys in Company C', 'American Soldiers', 'Iron Eagle', 'The Appaloosa', 'Iron Eagle II', 'The Ipcress File', 'The Boys']]
Predicted Ans:    Direct Action
Predicted Path:   Ladybugs --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action
Path (Raw):       Ladybugs --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[No Operation]--> Direct Action
Neg LogProb(↓):   0.538239
Path Entropy(↓):  1.468314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of yuva
Start Entity:     Yuva
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Yuva --[directed_by]--> Mani Ratnam --[(INV) directed_by]--> Guru --[in_language]--> Hindi
Path (Raw):       Yuva --[directed_by]--> Mani Ratnam --[(INV) directed_by]--> Guru --[in_language]--> Hindi
Neg LogProb(↓):   0.002939
Path Entropy(↓):  0.021302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by giuseppe colizzi
Start Entity:     Giuseppe Colizzi
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Giuseppe Colizzi --[(INV) written_by]--> Ace High --[in_language]--> Italian
Path (Raw):       Giuseppe Colizzi --[No Operation]--> Giuseppe Colizzi --[(INV) written_by]--> Ace High --[in_language]--> Italian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was star trek released
Start Entity:     Star Trek
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Star Trek --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Path (Raw):       Star Trek --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Neg LogProb(↓):   2.914614
Path Entropy(↓):  4.270498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did jerome enrico direct
Start Entity:     Jérôme Enrico
Gold Answer:      [['Paulette']]
Predicted Ans:    Paulette
Predicted Path:   Jérôme Enrico --[(INV) directed_by]--> Paulette --[directed_by]--> Jérôme Enrico --[(INV) directed_by]--> Paulette
Path (Raw):       Jérôme Enrico --[(INV) directed_by]--> Paulette --[directed_by]--> Jérôme Enrico --[(INV) directed_by]--> Paulette
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in bad education
Start Entity:     Bad Education
Gold Answer:      [['Fele Martínez', 'Daniel Giménez Cacho', 'Lluís Homar', 'Gael García Bernal']]
Predicted Ans:    Fele Martínez
Predicted Path:   Bad Education --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez
Path (Raw):       Bad Education --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez
Neg LogProb(↓):   0.062286
Path Entropy(↓):  0.274468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the third wave starred who
Start Entity:     The Third Wave
Gold Answer:      [['Jakob Eklund']]
Predicted Ans:    Jakob Eklund
Predicted Path:   The Third Wave --[starred_actors]--> Jakob Eklund --[(INV) starred_actors]--> Executive Protection --[starred_actors]--> Jakob Eklund
Path (Raw):       The Third Wave --[starred_actors]--> Jakob Eklund --[(INV) starred_actors]--> Executive Protection --[starred_actors]--> Jakob Eklund
Neg LogProb(↓):   0.313230
Path Entropy(↓):  0.592020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in oliver twist
Start Entity:     Oliver Twist
Gold Answer:      [['Family', 'Music', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Oliver Twist --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Cromwell --[has_genre]--> Drama
Path (Raw):       Oliver Twist --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Cromwell --[has_genre]--> Drama
Neg LogProb(↓):   0.839934
Path Entropy(↓):  0.969370
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by e. max frye were directed by who
Start Entity:     E. Max Frye
Gold Answer:      [['Bennett Miller', 'Marek Kanievska', 'Volker Schlöndorff']]
Predicted Ans:    Marek Kanievska
Predicted Path:   E. Max Frye --[(INV) written_by]--> Where the Money Is --[directed_by]--> Marek Kanievska
Path (Raw):       E. Max Frye --[No Operation]--> E. Max Frye --[(INV) written_by]--> Where the Money Is --[directed_by]--> Marek Kanievska
Neg LogProb(↓):   0.005199
Path Entropy(↓):  0.033900
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film definitely, maybe
Start Entity:     Definitely, Maybe
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Definitely, Maybe --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Definitely, Maybe --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.128154
Path Entropy(↓):  4.564921
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by kent alterman were in which genres
Start Entity:     Kent Alterman
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kent Alterman --[(INV) directed_by]--> Semi-Pro --[has_genre]--> Comedy
Path (Raw):       Kent Alterman --[No Operation]--> Kent Alterman --[(INV) directed_by]--> Semi-Pro --[has_genre]--> Comedy
Neg LogProb(↓):   0.008404
Path Entropy(↓):  0.048361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in original sin
Start Entity:     Original Sin
Gold Answer:      [['Richard Sapir', 'Tony Cinciripini', 'Pedro Almodóvar', 'Linda Woolverton', 'Richard Eyre', 'Ron Shelton', 'Larry Gelbart', 'Florian Henckel von Donnersmarck', 'Michael Crichton', 'James Mangold', 'Oscar Hijuelos', 'Tim Rice', 'Charles Perrault', 'Mark Millar', 'Igor Legarreta', 'Brian Helgeland', 'Thierry Jonquet', 'Oliver Stone', 'Javier Sánchez Donate', 'Susanna Kaysen', 'Fernando Trueba', 'Jeffery Deaver', 'Michael Cristofer', 'Jay McInerney', 'Matthew Jacobs', 'Alan Parker', 'Manuel Sicilia', 'Oriol Paulo', 'David Frankel', 'Eric Roth', 'Michael Pye', 'Derek Haas', 'Brian Lynch', 'Tom Wheeler', 'Erik Jendresen', 'Gary Trousdale', 'Kurt Wimmer', 'Gabe Ibáñez', 'Robert Rodriguez', 'Michael Brandt', 'Mariane Pearl', 'Cynthia Cidre', 'Hans Ruesch', 'Chris Morgan', 'Brian De Palma', 'J. Michael Straczynski']]
Predicted Ans:    Ron Shelton
Predicted Path:   Original Sin --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Play It to the Bone --[written_by]--> Ron Shelton
Path (Raw):       Original Sin --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Play It to the Bone --[written_by]--> Ron Shelton
Neg LogProb(↓):   1.180740
Path Entropy(↓):  2.220771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with yevgeni onopriyenko
Start Entity:     Yevgeni Onopriyenko
Gold Answer:      [['Aleksandr Satsky', 'Leonid Bykov']]
Predicted Ans:    Yevgeni Onopriyenko
Predicted Path:   Yevgeni Onopriyenko --[(INV) written_by]--> Only Old Men Are Going to Battle --[written_by]--> Yevgeni Onopriyenko
Path (Raw):       Yevgeni Onopriyenko --[No Operation]--> Yevgeni Onopriyenko --[(INV) written_by]--> Only Old Men Are Going to Battle --[written_by]--> Yevgeni Onopriyenko
Neg LogProb(↓):   0.245115
Path Entropy(↓):  0.529814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of kirk jones written movies
Start Entity:     Kirk Jones
Gold Answer:      [['Giuseppe Tornatore']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Kirk Jones --[(INV) directed_by]--> Everybody's Fine --[written_by]--> Giuseppe Tornatore
Path (Raw):       Kirk Jones --[No Operation]--> Kirk Jones --[(INV) directed_by]--> Everybody's Fine --[written_by]--> Giuseppe Tornatore
Neg LogProb(↓):   1.126806
Path Entropy(↓):  1.546223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of the shop around the corner starred who
Start Entity:     The Shop Around the Corner
Gold Answer:      [['Greta Garbo', 'Marlene Dietrich', 'Leighton Meester', 'Gene Tierney', 'Genevieve Tobin', 'Gary Cooper', 'Lana Turner', 'Ronny Graham', 'Felix Bressart', 'Burgess Meredith', 'Warren Beatty', 'Fredric March', 'Stephen Rea', 'Pola Negri', 'Jennifer Jones', 'Charles Laughton', 'Charles Ruggles', 'Fernando Lamas', 'Marjorie Main', 'Sam Neill', 'Robert Stack', 'Carole Lombard', 'Claudette Colbert', 'Don Ameche', 'Kay Francis', 'George Raft', 'Charles Coburn', 'Selena Gomez', 'Katie Cassidy', 'Ruggero Raimondi', 'Plácido Domingo', 'Romola Garai', 'Faith Esham', 'Julia Migenes', 'Emil Jannings', 'Melvyn Douglas', 'Edward Everett Horton', 'Harry Liedtke', 'Leopold von Ledebur', 'Jack Benny', 'Julie Christie', 'Miriam Hopkins', 'Maurice Chevalier', 'Herbert Marshall', 'Charles Boyer', 'Merle Oberon', 'Jeanette MacDonald']]
Predicted Ans:    Claudette Colbert
Predicted Path:   The Shop Around the Corner --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Path (Raw):       The Shop Around the Corner --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   1.331616
Path Entropy(↓):  1.879440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of young sherlock holmes
Start Entity:     Young Sherlock Holmes
Gold Answer:      [['John Candy', 'David Keith', 'Nigel Bruce', 'Tim Allen', 'Julianne Moore', 'Basil Rathbone', 'Aidan Quinn', 'Ben Syder', 'Mark Strong', 'Robert Downey Jr.', 'Daryl Hannah', 'Matt Frewer', 'Tuesday Weld', 'Hillary Brooke', 'Henry Daniell', 'Richard Greene', 'Peter Cushing', 'Christopher Lee', 'Wendy Barrie', 'Tom Arnold', 'Ally Sheedy', 'Anna May Wong', 'Jamie Lee Curtis', 'Kenneth Welsh', 'Jude Law', 'Evelyn Ankers', 'Reginald Owen', 'André Morell', 'Joan Cusack', 'Hugh Grant', "Maureen O'Hara"]]
Predicted Ans:    Basil Rathbone
Predicted Path:   Young Sherlock Holmes --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Path (Raw):       Young Sherlock Holmes --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   2.073850
Path Entropy(↓):  2.438944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of toby finlay written movies
Start Entity:     Toby Finlay
Gold Answer:      [['1970', '2009']]
Predicted Ans:    2009
Predicted Path:   Toby Finlay --[(INV) written_by]--> Dorian Gray --[release_year]--> 2009
Path (Raw):       Toby Finlay --[No Operation]--> Toby Finlay --[(INV) written_by]--> Dorian Gray --[release_year]--> 2009
Neg LogProb(↓):   0.162016
Path Entropy(↓):  0.425370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by anne cornwall were released in which years
Start Entity:     Anne Cornwall
Gold Answer:      [['2008', '1927']]
Predicted Ans:    2008
Predicted Path:   Anne Cornwall --[(INV) starred_actors]--> College --[release_year]--> 2008
Path (Raw):       Anne Cornwall --[No Operation]--> Anne Cornwall --[(INV) starred_actors]--> College --[release_year]--> 2008
Neg LogProb(↓):   0.026021
Path Entropy(↓):  0.119420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the nine lives of fritz the cat
Start Entity:     The Nine Lives of Fritz the Cat
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Nine Lives of Fritz the Cat --[starred_actors]--> Skip Hinnant --[(INV) starred_actors]--> The Nine Lives of Fritz the Cat --[has_genre]--> Comedy
Path (Raw):       The Nine Lives of Fritz the Cat --[starred_actors]--> Skip Hinnant --[(INV) starred_actors]--> The Nine Lives of Fritz the Cat --[has_genre]--> Comedy
Neg LogProb(↓):   0.115813
Path Entropy(↓):  0.350106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in so evil, so young
Start Entity:     So Evil, So Young
Gold Answer:      [['1975', '1987']]
Predicted Ans:    1975
Predicted Path:   So Evil, So Young --[starred_actors]--> Jill Ireland --[(INV) starred_actors]--> Breakheart Pass --[release_year]--> 1975
Path (Raw):       So Evil, So Young --[starred_actors]--> Jill Ireland --[(INV) starred_actors]--> Breakheart Pass --[release_year]--> 1975
Neg LogProb(↓):   0.785502
Path Entropy(↓):  1.352279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film the round - up
Start Entity:     The Round-Up
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   The Round-Up --[in_language]--> Hungarian --[(INV) in_language]--> An American Rhapsody --[in_language]--> Hungarian
Path (Raw):       The Round-Up --[in_language]--> Hungarian --[(INV) in_language]--> An American Rhapsody --[in_language]--> Hungarian
Neg LogProb(↓):   0.618742
Path Entropy(↓):  1.207057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by rintaro
Start Entity:     Rintaro
Gold Answer:      [['Alfred Abel', 'Gustav Fröhlich']]
Predicted Ans:    Alfred Abel
Predicted Path:   Rintaro --[(INV) directed_by]--> Metropolis --[starred_actors]--> Alfred Abel
Path (Raw):       Rintaro --[No Operation]--> Rintaro --[(INV) directed_by]--> Metropolis --[starred_actors]--> Alfred Abel
Neg LogProb(↓):   0.001773
Path Entropy(↓):  0.014228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film paper moon
Start Entity:     Paper Moon
Gold Answer:      [['1968', '1976', '1975', '1972', '1971', '1990', '2001', '1993', '1985', '1981', '1974']]
Predicted Ans:    1972
Predicted Path:   Paper Moon --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[release_year]--> 1972
Path (Raw):       Paper Moon --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[release_year]--> 1972
Neg LogProb(↓):   0.465023
Path Entropy(↓):  1.311480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is the girl of the golden west
Start Entity:     The Girl of the Golden West
Gold Answer:      [['Western', 'Musical']]
Predicted Ans:    Western
Predicted Path:   The Girl of the Golden West --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Girl of the Golden West --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.684299
Path Entropy(↓):  3.392063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie voices of a distant star
Start Entity:     Voices of a Distant Star
Gold Answer:      [['Drama', 'Animation']]
Predicted Ans:    Drama
Predicted Path:   Voices of a Distant Star --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Voices of a Distant Star --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.548303
Path Entropy(↓):  4.759702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed caged
Start Entity:     Caged
Gold Answer:      [['1934', '1946', '1939', '1971', '1944', '1951', '1940', '1928', '1938', '1947', '1935', '1979', '1937', '1952', '1958']]
Predicted Ans:    1951
Predicted Path:   Caged --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Racket --[release_year]--> 1951
Path (Raw):       Caged --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Racket --[release_year]--> 1951
Neg LogProb(↓):   0.939284
Path Entropy(↓):  1.618095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by kill list actors release
Start Entity:     Kill List
Gold Answer:      [['2014']]
Predicted Ans:    2011
Predicted Path:   Kill List --[starred_actors]--> MyAnna Buring --[(INV) starred_actors]--> Kill List --[release_year]--> 2011
Path (Raw):       Kill List --[starred_actors]--> MyAnna Buring --[(INV) starred_actors]--> Kill List --[release_year]--> 2011
Neg LogProb(↓):   0.158861
Path Entropy(↓):  0.464376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who in the world wrote thieves
Start Entity:     Thieves
Gold Answer:      [['André Téchiné']]
Predicted Ans:    André Téchiné
Predicted Path:   Thieves --[written_by]--> André Téchiné --[(INV) written_by]--> Barocco --[written_by]--> André Téchiné
Path (Raw):       Thieves --[written_by]--> André Téchiné --[(INV) written_by]--> Barocco --[written_by]--> André Téchiné
Neg LogProb(↓):   0.308253
Path Entropy(↓):  0.752628
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the bad sleep well
Start Entity:     The Bad Sleep Well
Gold Answer:      [['1980', '1970', '1954', '1993', '1985', '1963', '1957', '1947', '1943', '1948', '1990', '1996', '1961', '1955', '1962', '1949', '1975', '1950', '1991', '1965', '1999', '1952', '1958']]
Predicted Ans:    1985
Predicted Path:   The Bad Sleep Well --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Ran --[release_year]--> 1985
Path (Raw):       The Bad Sleep Well --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Ran --[release_year]--> 1985
Neg LogProb(↓):   0.894210
Path Entropy(↓):  1.963226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dan jenkins written movies
Start Entity:     Dan Jenkins
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Dan Jenkins --[(INV) written_by]--> Semi-Tough --[release_year]--> 1977
Path (Raw):       Dan Jenkins --[No Operation]--> Dan Jenkins --[(INV) written_by]--> Semi-Tough --[release_year]--> 1977
Neg LogProb(↓):   0.005402
Path Entropy(↓):  0.033518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by robert j. donovan
Start Entity:     Robert J. Donovan
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Robert J. Donovan --[(INV) written_by]--> PT 109 --[release_year]--> 1963
Path (Raw):       Robert J. Donovan --[No Operation]--> Robert J. Donovan --[(INV) written_by]--> PT 109 --[release_year]--> 1963
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by marcus warren
Start Entity:     Marcus Warren
Gold Answer:      [['Shannyn Sossamon', 'Vinnie Jones', 'Gary Stretch']]
Predicted Ans:    Shannyn Sossamon
Predicted Path:   Marcus Warren --[(INV) directed_by]--> The Heavy --[starred_actors]--> Shannyn Sossamon
Path (Raw):       Marcus Warren --[No Operation]--> Marcus Warren --[(INV) directed_by]--> The Heavy --[starred_actors]--> Shannyn Sossamon
Neg LogProb(↓):   0.008793
Path Entropy(↓):  0.053493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did liev schreiber write
Start Entity:     Liev Schreiber
Gold Answer:      [['Everything Is Illuminated']]
Predicted Ans:    Everything Is Illuminated
Predicted Path:   Liev Schreiber --[(INV) written_by]--> Everything Is Illuminated --[written_by]--> Jonathan Safran Foer --[(INV) written_by]--> Everything Is Illuminated
Path (Raw):       Liev Schreiber --[(INV) written_by]--> Everything Is Illuminated --[written_by]--> Jonathan Safran Foer --[(INV) written_by]--> Everything Is Illuminated
Neg LogProb(↓):   0.174812
Path Entropy(↓):  0.572120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of le boucher starred who
Start Entity:     Le Boucher
Gold Answer:      [['Danièle Gégauff', 'Stéphane Audran', 'Jacqueline Sassard', 'Louis Jourdan', 'Van Heflin', 'François Cluzet', 'Jennifer Jones', 'Isabelle Huppert', 'James Mason', 'Paul Gégauff', 'Emmanuelle Béart']]
Predicted Ans:    Stéphane Audran
Predicted Path:   Le Boucher --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Path (Raw):       Le Boucher --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Neg LogProb(↓):   0.739306
Path Entropy(↓):  1.382233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in 7 women
Start Entity:     7 Women
Gold Answer:      [['Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   7 Women --[starred_actors]--> Margaret Leighton --[(INV) starred_actors]--> The Winslow Boy --[has_genre]--> Drama
Path (Raw):       7 Women --[starred_actors]--> Margaret Leighton --[(INV) starred_actors]--> The Winslow Boy --[has_genre]--> Drama
Neg LogProb(↓):   0.336184
Path Entropy(↓):  0.809857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by color of night actors
Start Entity:     Color of Night
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Color of Night --[starred_actors]--> Jane March --[(INV) starred_actors]--> Jack the Giant Killer --[has_genre]--> Adventure
Path (Raw):       Color of Night --[starred_actors]--> Jane March --[(INV) starred_actors]--> Jack the Giant Killer --[has_genre]--> Adventure
Neg LogProb(↓):   0.265846
Path Entropy(↓):  0.892355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of frederic back directed movies
Start Entity:     Frédéric Back
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Frédéric Back --[(INV) directed_by]--> The Man Who Planted Trees --[release_year]--> 1987
Path (Raw):       Frédéric Back --[No Operation]--> Frédéric Back --[(INV) directed_by]--> The Man Who Planted Trees --[release_year]--> 1987
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with gold in
Start Entity:     Gold
Gold Answer:      [['French']]
Predicted Ans:    Daniel Carney
Predicted Path:   Gold --[directed_by]--> Peter R. Hunt --[(INV) directed_by]--> Wild Geese II --[written_by]--> Daniel Carney
Path (Raw):       Gold --[directed_by]--> Peter R. Hunt --[(INV) directed_by]--> Wild Geese II --[written_by]--> Daniel Carney
Neg LogProb(↓):   0.551286
Path Entropy(↓):  0.751907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies directed by julian richards
Start Entity:     Julian Richards
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Julian Richards --[(INV) directed_by]--> The Last Horror Movie --[has_genre]--> Horror
Path (Raw):       Julian Richards --[No Operation]--> Julian Richards --[(INV) directed_by]--> The Last Horror Movie --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by powder room actors release
Start Entity:     Powder Room
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Powder Room --[starred_actors]--> Jaime Winstone --[(INV) starred_actors]--> Made in Dagenham --[release_year]--> 2010
Path (Raw):       Powder Room --[starred_actors]--> Jaime Winstone --[(INV) starred_actors]--> Made in Dagenham --[release_year]--> 2010
Neg LogProb(↓):   0.126267
Path Entropy(↓):  0.523594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by jan troell
Start Entity:     jan troell
Gold Answer:      [['Everlasting Moments', 'The Emigrants', 'Hamsun', 'The New Land']]
Predicted Ans:    Everlasting Moments
Predicted Path:   jan troell --[(INV) has_tags]--> Everlasting Moments --[has_tags]--> jan troell --[(INV) has_tags]--> Everlasting Moments
Path (Raw):       jan troell --[(INV) has_tags]--> Everlasting Moments --[has_tags]--> jan troell --[(INV) has_tags]--> Everlasting Moments
Neg LogProb(↓):   0.025024
Path Entropy(↓):  0.136322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the wolf of wall street
Start Entity:     The Wolf of Wall Street
Gold Answer:      [['Music', 'Sport', 'Documentary', 'Biography', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   The Wolf of Wall Street --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[has_genre]--> Documentary
Path (Raw):       The Wolf of Wall Street --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[has_genre]--> Documentary
Neg LogProb(↓):   0.534184
Path Entropy(↓):  1.170167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of billie whitelaw acted films
Start Entity:     Billie Whitelaw
Gold Answer:      [['Richard Donner', 'Roy Boulting', 'John Moore', 'John Boorman', 'Alfred Hitchcock']]
Predicted Ans:    John Boorman
Predicted Path:   Billie Whitelaw --[(INV) starred_actors]--> Leo the Last --[directed_by]--> John Boorman
Path (Raw):       Billie Whitelaw --[No Operation]--> Billie Whitelaw --[(INV) starred_actors]--> Leo the Last --[directed_by]--> John Boorman
Neg LogProb(↓):   0.750548
Path Entropy(↓):  0.817150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the jolson story
Start Entity:     The Jolson Story
Gold Answer:      [['James Rolleston', 'Mickey Rooney', 'Barbara Stanwyck', 'Judy Garland', 'James Cagney', 'George Arliss', 'George Brent', 'Edward G. Robinson', 'Cliff Curtis', 'Jackie Robinson', 'Bette Davis', 'Warren William']]
Predicted Ans:    William Demarest
Predicted Path:   The Jolson Story --[directed_by]--> Alfred E. Green --[(INV) directed_by]--> The Jolson Story --[starred_actors]--> William Demarest
Path (Raw):       The Jolson Story --[directed_by]--> Alfred E. Green --[(INV) directed_by]--> The Jolson Story --[starred_actors]--> William Demarest
Neg LogProb(↓):   0.007182
Path Entropy(↓):  0.055746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the screenwriter bruce campbell
Start Entity:     Bruce Campbell
Gold Answer:      [['Ted Raimi']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Bruce Campbell --[(INV) written_by]--> Man with the Screaming Brain --[starred_actors]--> Bruce Campbell
Path (Raw):       Bruce Campbell --[No Operation]--> Bruce Campbell --[(INV) written_by]--> Man with the Screaming Brain --[starred_actors]--> Bruce Campbell
Neg LogProb(↓):   0.278589
Path Entropy(↓):  0.674940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre for the film p2
Start Entity:     P2
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   P2 --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       P2 --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.548908
Path Entropy(↓):  3.072831
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by adam cronheim were directed by who
Start Entity:     Adam Cronheim
Gold Answer:      [['Jeremy Gardner']]
Predicted Ans:    Jeremy Gardner
Predicted Path:   Adam Cronheim --[(INV) starred_actors]--> The Battery --[directed_by]--> Jeremy Gardner
Path (Raw):       Adam Cronheim --[No Operation]--> Adam Cronheim --[(INV) starred_actors]--> The Battery --[directed_by]--> Jeremy Gardner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed dil chahta hai
Start Entity:     Dil Chahta Hai
Gold Answer:      [['Farhan Akhtar']]
Predicted Ans:    Farhan Akhtar
Predicted Path:   Dil Chahta Hai --[directed_by]--> Farhan Akhtar --[(INV) directed_by]--> Don 2 --[directed_by]--> Farhan Akhtar
Path (Raw):       Dil Chahta Hai --[directed_by]--> Farhan Akhtar --[(INV) directed_by]--> Don 2 --[directed_by]--> Farhan Akhtar
Neg LogProb(↓):   0.036180
Path Entropy(↓):  0.162174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie incantato were in which languages
Start Entity:     Incantato
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Incantato --[written_by]--> Pupi Avati --[(INV) written_by]--> The Best Man --[in_language]--> Italian
Path (Raw):       Incantato --[written_by]--> Pupi Avati --[(INV) written_by]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film trucker
Start Entity:     Trucker
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Trucker --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Trucker --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.501801
Path Entropy(↓):  4.694942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by tracey ullman
Start Entity:     Tracey Ullman
Gold Answer:      [['Nancy Savoca', 'John Waters', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Tracey Ullman --[(INV) starred_actors]--> Small Time Crooks --[directed_by]--> Woody Allen
Path (Raw):       Tracey Ullman --[No Operation]--> Tracey Ullman --[(INV) starred_actors]--> Small Time Crooks --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.104442
Path Entropy(↓):  0.356877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in to catch a thief
Start Entity:     To Catch a Thief
Gold Answer:      [['Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Dudley Nichols', 'Matthew Josephson', 'Bouck White', 'Dorothy Parker', 'Cornell Woolrich', 'Norman Panama', 'John Patrick', 'Dale Van Every', 'Melville Shavelson', 'Curt Goetz', 'Leo Townsend', 'Donald Ogden Stewart', 'Ferenc Molnár', 'Rudyard Kipling', 'Stanley Shapiro', 'Ben Hecht', 'Charles MacArthur', 'Viña Delmar', 'Arthur Richman', 'Julius J. Epstein', 'Philip G. Epstein', 'John Lee Mahin', 'Henri Rochard', 'Anne Parrish', 'Wilson Collison', 'George Tabori', 'Clifford Odets', 'Harvey Fergusson', 'Jack Jevne', 'Eddie Moran', 'Leonardo Bercovici', 'Joel Sayre', 'Steve Fisher', 'John Michael Hayes', 'Charles Hoffman', 'George Seaton', 'Melvin Frank', 'Hugh Williams', 'Richard Brooks', 'Marc Behm', 'Joseph L. Mankiewicz', 'Robert E. Sherwood', 'Elizabeth Page', 'Philip Barry', 'Eric Hodgins', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Charles Lederer', 'Sidney Buchman', 'Ingmar Bergman', 'Alfred Lewis Levitt', 'Fred Guiol', 'Frederick Knott', 'John Dighton', 'Sidney Harmon', 'Jules Furthman', 'Herbert Baker', 'Margaret Vyner', 'Bessie Breuer', 'Don Hartman', 'Joseph Stone', 'John Bright', 'Edward Anhalt', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'C.S. Forester', 'Will B. Johnstone', 'Edna Anhalt', 'Maurice Richlin', 'Peter Stone', 'Leo McCarey', 'Mae West', 'Paul King', 'Eric Hatch', 'Compton MacKenzie', 'Morrie Ryskind', 'Norman Krasna', 'Martha Cheavens', 'Harvey F. Thew']]
Predicted Ans:    Will B. Johnstone
Predicted Path:   To Catch a Thief --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Path (Raw):       To Catch a Thief --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Neg LogProb(↓):   1.782273
Path Entropy(↓):  2.977305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in my voyage to italy
Start Entity:     My Voyage to Italy
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   My Voyage to Italy --[starred_actors]--> Martin Scorsese --[(INV) starred_actors]--> My Voyage to Italy --[has_genre]--> Documentary
Path (Raw):       My Voyage to Italy --[starred_actors]--> Martin Scorsese --[(INV) starred_actors]--> My Voyage to Italy --[has_genre]--> Documentary
Neg LogProb(↓):   0.105460
Path Entropy(↓):  0.379055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film rocketman
Start Entity:     RocketMan
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   RocketMan --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       RocketMan --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.381598
Path Entropy(↓):  4.456213
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of shine
Start Entity:     Shine
Gold Answer:      [['Snow Falling on Cedars', 'Moving Out']]
Predicted Ans:    Shine
Predicted Path:   Shine --[written_by]--> Scott Hicks --[(INV) written_by]--> Shine
Path (Raw):       Shine --[No Operation]--> Shine --[written_by]--> Scott Hicks --[(INV) written_by]--> Shine
Neg LogProb(↓):   0.066041
Path Entropy(↓):  0.307736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by aldo ray release
Start Entity:     Aldo Ray
Gold Answer:      [['1968', '1966', '1957', '1989', '1953', '1967', '1955', '1952']]
Predicted Ans:    1957
Predicted Path:   Aldo Ray --[(INV) starred_actors]--> Men in War --[release_year]--> 1957
Path (Raw):       Aldo Ray --[No Operation]--> Aldo Ray --[(INV) starred_actors]--> Men in War --[release_year]--> 1957
Neg LogProb(↓):   0.899639
Path Entropy(↓):  1.490024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie election
Start Entity:     Election
Gold Answer:      [['2005']]
Predicted Ans:    1999
Predicted Path:   Election --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Election --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   2.836466
Path Entropy(↓):  4.691320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Ed decter directed which films
Start Entity:     Ed Decter
Gold Answer:      [['The New Guy']]
Predicted Ans:    The New Guy
Predicted Path:   Ed Decter --[(INV) directed_by]--> The New Guy --[directed_by]--> Ed Decter --[(INV) directed_by]--> The New Guy
Path (Raw):       Ed Decter --[(INV) directed_by]--> The New Guy --[directed_by]--> Ed Decter --[(INV) directed_by]--> The New Guy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in chandni chowk to china
Start Entity:     Chandni Chowk to China
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Chandni Chowk to China --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[has_genre]--> Comedy
Path (Raw):       Chandni Chowk to China --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[has_genre]--> Comedy
Neg LogProb(↓):   0.531655
Path Entropy(↓):  1.228300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie pixote were released in which years
Start Entity:     Pixote
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Pixote --[directed_by]--> Hector Babenco --[(INV) directed_by]--> Carandiru --[release_year]--> 2003
Path (Raw):       Pixote --[directed_by]--> Hector Babenco --[(INV) directed_by]--> Carandiru --[release_year]--> 2003
Neg LogProb(↓):   0.965332
Path Entropy(↓):  0.667859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was flood directed by
Start Entity:     Flood
Gold Answer:      [['Tony Mitchell']]
Predicted Ans:    Tony Mitchell
Predicted Path:   Flood --[directed_by]--> Tony Mitchell --[(INV) directed_by]--> Flood --[directed_by]--> Tony Mitchell
Path (Raw):       Flood --[directed_by]--> Tony Mitchell --[(INV) directed_by]--> Flood --[directed_by]--> Tony Mitchell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film about schmidt released
Start Entity:     About Schmidt
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   About Schmidt --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       About Schmidt --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.191419
Path Entropy(↓):  4.563046
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films at long last love are written by who
Start Entity:     At Long Last Love
Gold Answer:      [['Peter Bogdanovich', 'David Newman', 'Blaine Novak', 'Alvin Sargent', 'Robert Benton', 'Joe David Brown', 'Buck Henry', 'Steven Peros', 'Henry James', 'Frederic Raphael', 'Larry McMurtry']]
Predicted Ans:    Robert Benton
Predicted Path:   At Long Last Love --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[written_by]--> Robert Benton
Path (Raw):       At Long Last Love --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[written_by]--> Robert Benton
Neg LogProb(↓):   0.056977
Path Entropy(↓):  0.275171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in vanessa paradis acted films
Start Entity:     Vanessa Paradis
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Vanessa Paradis --[(INV) starred_actors]--> Heartbreaker --[in_language]--> French
Path (Raw):       Vanessa Paradis --[No Operation]--> Vanessa Paradis --[(INV) starred_actors]--> Heartbreaker --[in_language]--> French
Neg LogProb(↓):   0.000876
Path Entropy(↓):  0.007043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by bill gallagher released
Start Entity:     Bill Gallagher
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Bill Gallagher --[(INV) written_by]--> Blood --[release_year]--> 2012
Path (Raw):       Bill Gallagher --[No Operation]--> Bill Gallagher --[(INV) written_by]--> Blood --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the lazarus project
Start Entity:     The Lazarus Project
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Lazarus Project --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Lazarus Project --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.306913
Path Entropy(↓):  4.526668
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of torch song
Start Entity:     Torch Song
Gold Answer:      [["Billy Rose's Jumbo", 'High Society', 'The Glass Slipper', 'Summer Stock', 'Two Loves', 'The Barkleys of Broadway', "Please Don't Eat the Daisies", 'Easy to Love', 'The Unsinkable Molly Brown', 'Three Guys Named Mike', 'Good News', 'Ziegfeld Follies', 'Texas Carnival']]
Predicted Ans:    Torch Song
Predicted Path:   Torch Song --[directed_by]--> Charles Walters --[(INV) directed_by]--> Torch Song
Path (Raw):       Torch Song --[No Operation]--> Torch Song --[directed_by]--> Charles Walters --[(INV) directed_by]--> Torch Song
Neg LogProb(↓):   0.864389
Path Entropy(↓):  1.403429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies was ted kotcheff the writer of
Start Entity:     Ted Kotcheff
Gold Answer:      [['North Dallas Forty']]
Predicted Ans:    North Dallas Forty
Predicted Path:   Ted Kotcheff --[(INV) written_by]--> North Dallas Forty --[written_by]--> Peter Gent --[(INV) written_by]--> North Dallas Forty
Path (Raw):       Ted Kotcheff --[(INV) written_by]--> North Dallas Forty --[written_by]--> Peter Gent --[(INV) written_by]--> North Dallas Forty
Neg LogProb(↓):   0.086022
Path Entropy(↓):  0.312510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by tender mercies actors
Start Entity:     Tender Mercies
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Tender Mercies --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Path (Raw):       Tender Mercies --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Neg LogProb(↓):   0.776546
Path Entropy(↓):  1.643870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by jim henson
Start Entity:     Jim Henson
Gold Answer:      [['David Bowie', 'Frank Oz', 'Jason Segel', 'Rashida Jones', 'Amy Adams', 'Chris Cooper', 'Jennifer Connelly']]
Predicted Ans:    Frank Oz
Predicted Path:   Jim Henson --[(INV) written_by]--> The Dark Crystal --[starred_actors]--> Frank Oz
Path (Raw):       Jim Henson --[No Operation]--> Jim Henson --[(INV) written_by]--> The Dark Crystal --[starred_actors]--> Frank Oz
Neg LogProb(↓):   0.054446
Path Entropy(↓):  0.264082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the cry of the owl
Start Entity:     The Cry of the Owl
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Cry of the Owl --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Cry of the Owl --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.779175
Path Entropy(↓):  3.279619
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film purple violets were released in which years
Start Entity:     Purple Violets
Gold Answer:      [['1995', '1998', '2001', '2010', '1996', '2006', '2002', '2012', '2011']]
Predicted Ans:    1996
Predicted Path:   Purple Violets --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One --[release_year]--> 1996
Path (Raw):       Purple Violets --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One --[release_year]--> 1996
Neg LogProb(↓):   0.203141
Path Entropy(↓):  0.794995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of new york stories
Start Entity:     New York Stories
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1974', '1984', '1977', '2007', '1998', '1963', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1956', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1938', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '2000', '1949', '1997', '1975', '1966', '1950', '2005', '1991', '1969', '1999', '1987', '1986']]
Predicted Ans:    1974
Predicted Path:   New York Stories --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[release_year]--> 1974
Path (Raw):       New York Stories --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[release_year]--> 1974
Neg LogProb(↓):   1.932604
Path Entropy(↓):  2.869111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film speaking parts was written by who
Start Entity:     Speaking Parts
Gold Answer:      [['Atom Egoyan']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Speaking Parts --[written_by]--> Atom Egoyan --[(INV) written_by]--> Calendar --[written_by]--> Atom Egoyan
Path (Raw):       Speaking Parts --[written_by]--> Atom Egoyan --[(INV) written_by]--> Calendar --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.321585
Path Entropy(↓):  0.947656
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by anthony hopkins
Start Entity:     Anthony Hopkins
Gold Answer:      [['Bill Paxton', 'Mark Hamill', 'Bob Peck', 'Kitty Aldridge']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Anthony Hopkins --[(INV) directed_by]--> August --[starred_actors]--> Anthony Hopkins
Path (Raw):       Anthony Hopkins --[No Operation]--> Anthony Hopkins --[(INV) directed_by]--> August --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   1.050040
Path Entropy(↓):  1.310964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same actor of wild target
Start Entity:     Wild Target
Gold Answer:      [['I, Frankenstein', 'Arthur Christmas', 'I Capture the Castle', "Your Sister's Sister", 'Looper', 'Wind Chill', 'About Time', 'Sunshine Cleaning', 'The Five-Year Engagement', 'The Devil Wears Prada', 'My Summer of Love', 'The Wolfman', 'Edge of Tomorrow', 'The Young Victoria', 'Arthur Newman', 'Into the Woods', 'Harry Potter and the Chamber of Secrets', 'Page Eight', 'The Girl in the Café', 'Cherrybomb', 'Valkyrie', 'Salmon Fishing in the Yemen', 'Irresistible', 'The Adjustment Bureau']]
Predicted Ans:    The Devil Wears Prada
Predicted Path:   Wild Target --[starred_actors]--> Emily Blunt --[(INV) starred_actors]--> The Devil Wears Prada
Path (Raw):       Wild Target --[starred_actors]--> Emily Blunt --[No Operation]--> Emily Blunt --[(INV) starred_actors]--> The Devil Wears Prada
Neg LogProb(↓):   0.597830
Path Entropy(↓):  1.373717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the town
Start Entity:     The Town
Gold Answer:      [['crime', 'drama', 'jeremy renner', 'r', 'ben affleck']]
Predicted Ans:    r
Predicted Path:   The Town --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       The Town --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.193291
Path Entropy(↓):  0.594993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by micheal macliammoir
Start Entity:     Micheál MacLiammóir
Gold Answer:      [['Stuart Burge', 'Oliver Parker', 'Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   Micheál MacLiammóir --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Path (Raw):       Micheál MacLiammóir --[No Operation]--> Micheál MacLiammóir --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.110143
Path Entropy(↓):  0.368016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did lupe ontiveros act in
Start Entity:     Lupe Ontiveros
Gold Answer:      [['Dark Mirror', 'Real Women Have Curves']]
Predicted Ans:    Dark Mirror
Predicted Path:   Lupe Ontiveros --[(INV) starred_actors]--> Dark Mirror --[starred_actors]--> Lupe Ontiveros --[(INV) starred_actors]--> Dark Mirror
Path (Raw):       Lupe Ontiveros --[(INV) starred_actors]--> Dark Mirror --[starred_actors]--> Lupe Ontiveros --[(INV) starred_actors]--> Dark Mirror
Neg LogProb(↓):   0.593017
Path Entropy(↓):  1.154314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by one night stand actors
Start Entity:     One Night Stand
Gold Answer:      [['Walter Hill', 'Philip Kaufman', 'Michael Almereyda', 'Robert Wise', 'John Gielgud', 'Robert Clouse', 'Bruce Lee', 'James B. Harris', 'Ron Shelton', 'Ivan Reitman', 'Andrew Goth', 'Franco Zeffirelli', 'Josef Rusnak', 'Giorgio Serafini', 'Spike Lee', 'Preston Sturges', 'John Badham', 'Tony Scott', 'James Toback', 'Jack Sholder', 'Kenneth Branagh', 'David Lynch', 'Roman Polanski', 'Oliver Stone', 'Antoine Fuqua', 'Grigori Kozintsev', 'Ken Annakin', 'Simon Fellows', 'Deran Sarafian', 'Michael Mazo', 'Tony Giglio', 'Kevin Hooks', 'David Carson', 'Mario Van Peebles', 'Jacques Tourneur', 'Christian Duguay', 'David Koepp', 'Wim Wenders', 'Hugh Hudson', 'Marcus Adams', 'Francis Ford Coppola', 'Takeshi Kitano', 'Laurence Olivier', 'Stephen Norrington', 'Hideo Nakata', 'Howard Zieff', 'David DeFalco', 'Paul Schrader', 'Guillermo del Toro', 'Coline Serreau', 'Tony Richardson', 'Éva Gárdos', 'Marco Brambilla', 'Paul Verhoeven', 'Stuart Baird']]
Predicted Ans:    Deran Sarafian
Predicted Path:   One Night Stand --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       One Night Stand --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   1.646339
Path Entropy(↓):  1.126209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in world trade center
Start Entity:     World Trade Center
Gold Answer:      [['Nicolas Cage', 'Maria Bello']]
Predicted Ans:    Nicolas Cage
Predicted Path:   World Trade Center --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Left Behind --[starred_actors]--> Nicolas Cage
Path (Raw):       World Trade Center --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Left Behind --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   0.447340
Path Entropy(↓):  0.655595
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does josephine hull act in
Start Entity:     Josephine Hull
Gold Answer:      [['Harvey']]
Predicted Ans:    Harvey
Predicted Path:   Josephine Hull --[(INV) starred_actors]--> Harvey --[written_by]--> Mary Chase --[(INV) written_by]--> Harvey
Path (Raw):       Josephine Hull --[(INV) starred_actors]--> Harvey --[written_by]--> Mary Chase --[(INV) written_by]--> Harvey
Neg LogProb(↓):   1.573354
Path Entropy(↓):  1.837822
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by dana carvey
Start Entity:     Dana Carvey
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dana Carvey --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Path (Raw):       Dana Carvey --[No Operation]--> Dana Carvey --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.015587
Path Entropy(↓):  0.087531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with topper fall under
Start Entity:     Topper
Gold Answer:      [['Family', 'Musical', 'Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Topper --[written_by]--> Eric Hatch --[(INV) written_by]--> Topper --[has_genre]--> Comedy
Path (Raw):       Topper --[written_by]--> Eric Hatch --[(INV) written_by]--> Topper --[has_genre]--> Comedy
Neg LogProb(↓):   0.028390
Path Entropy(↓):  0.153497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by norman vance jr.
Start Entity:     Norman Vance Jr.
Gold Answer:      [['Roll Bounce']]
Predicted Ans:    Roll Bounce
Predicted Path:   Norman Vance Jr. --[(INV) written_by]--> Roll Bounce --[written_by]--> Norman Vance Jr. --[(INV) written_by]--> Roll Bounce
Path (Raw):       Norman Vance Jr. --[(INV) written_by]--> Roll Bounce --[written_by]--> Norman Vance Jr. --[(INV) written_by]--> Roll Bounce
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie return to oz were in which languages
Start Entity:     Return to Oz
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Return to Oz --[starred_actors]--> Fairuza Balk --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       Return to Oz --[starred_actors]--> Fairuza Balk --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   1.924136
Path Entropy(↓):  1.297217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote panic room
Start Entity:     Panic Room
Gold Answer:      [['1998', '2008', '1990', '1992', '2005', '1993', '1991', '1996', '2004', '1999', '2002', '2012']]
Predicted Ans:    1993
Predicted Path:   Panic Room --[written_by]--> David Koepp --[(INV) written_by]--> Carlito's Way --[release_year]--> 1993
Path (Raw):       Panic Room --[written_by]--> David Koepp --[(INV) written_by]--> Carlito's Way --[release_year]--> 1993
Neg LogProb(↓):   0.777375
Path Entropy(↓):  1.914749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of homicidal also starred in which films
Start Entity:     Homicidal
Gold Answer:      [['The Crimson Kimono', 'Shenandoah', 'Four Sons', 'The Pirates of Blood River']]
Predicted Ans:    The Pirates of Blood River
Predicted Path:   Homicidal --[starred_actors]--> Glenn Corbett --[(INV) starred_actors]--> The Pirates of Blood River
Path (Raw):       Homicidal --[starred_actors]--> Glenn Corbett --[No Operation]--> Glenn Corbett --[(INV) starred_actors]--> The Pirates of Blood River
Neg LogProb(↓):   0.445216
Path Entropy(↓):  0.939610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was kid millions released
Start Entity:     Kid Millions
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   Kid Millions --[release_year]--> 1934 --[(INV) release_year]--> Operator 13 --[release_year]--> 1934
Path (Raw):       Kid Millions --[release_year]--> 1934 --[(INV) release_year]--> Operator 13 --[release_year]--> 1934
Neg LogProb(↓):   1.656044
Path Entropy(↓):  2.716597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the new age
Start Entity:     The New Age
Gold Answer:      [['Michael Tolkin', 'Rob Marshall', 'Mimi Leder', 'Robert Altman']]
Predicted Ans:    Rob Marshall
Predicted Path:   The New Age --[written_by]--> Michael Tolkin --[(INV) written_by]--> Nine --[directed_by]--> Rob Marshall
Path (Raw):       The New Age --[written_by]--> Michael Tolkin --[(INV) written_by]--> Nine --[directed_by]--> Rob Marshall
Neg LogProb(↓):   0.006900
Path Entropy(↓):  0.046488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by richard harris
Start Entity:     Richard Harris
Gold Answer:      [['Arthur H. Lewis', 'James Goldman', 'Ken Hughes', 'David Storey', 'John B. Keane', 'David Webb Peoples', 'Harry Julian Fink', 'Frank Tashlin', 'Robert Vernay', 'Alexandre Dumas père', 'Georges Neveux', 'Dorothy M. Johnson', 'Samuel Fuller', 'Alan Paton', 'Alan Jay Lerner', 'Victor Hugo', 'Daniel Carney', 'Edgar Rice Burroughs', 'Tonino Guerra', 'Michelangelo Antonioni', 'Steve Conrad', 'Tom Rowe', 'Gary Goddard', 'Jonathan Swift', 'Sam Peckinpah', 'Rowland V. Lee', 'Don Boyd', 'Nick Davies', 'Jim Sheridan']]
Predicted Ans:    Frank Tashlin
Predicted Path:   Richard Harris --[(INV) starred_actors]--> Caprice --[written_by]--> Frank Tashlin
Path (Raw):       Richard Harris --[No Operation]--> Richard Harris --[(INV) starred_actors]--> Caprice --[written_by]--> Frank Tashlin
Neg LogProb(↓):   0.775769
Path Entropy(↓):  1.242677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jesse eisenberg acted films
Start Entity:     Jesse Eisenberg
Gold Answer:      [['Greg Mottola', 'Antonio Macia', 'Rhett Reese', 'Paul Wernick', 'Ben Mezrich', 'Kelly Reichardt', 'Aaron Sorkin', 'Michael Brandt', 'Jonathan Raymond', 'Jim Beggarly', 'Donald Margulies', 'David Lipsky', 'Dylan Kidd', 'Richard Ayoade']]
Predicted Ans:    Greg Mottola
Predicted Path:   Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[written_by]--> Greg Mottola
Path (Raw):       Jesse Eisenberg --[No Operation]--> Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[written_by]--> Greg Mottola
Neg LogProb(↓):   0.069179
Path Entropy(↓):  0.347073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie galaxy quest
Start Entity:     Galaxy Quest
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Galaxy Quest --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Galaxy Quest --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.784839
Path Entropy(↓):  4.258489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of matador
Start Entity:     Matador
Gold Answer:      [['Leonor Watling', 'Blanca Portillo', 'José Luis Gómez', 'Fele Martínez', 'Daniel Giménez Cacho', 'Cecilia Roth', 'Imanol Arias', 'Lola Dueñas', 'Penélope Cruz', 'Lluís Homar', 'Jan Cornet', 'Javier Cámara', 'Liberto Rabal', 'Verónica Forqué', 'Francesca Neri', 'Marisa Paredes', 'Victoria Abril', 'Miguel Bosé', 'Carmen Maura', 'Javier Bardem', 'Gael García Bernal', 'Elena Anaya', 'Antonio Banderas', 'Darío Grandinetti', 'Rosario Flores']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Matador --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Matador --[starred_actors]--> Antonio Banderas
Path (Raw):       Matador --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Matador --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.493846
Path Entropy(↓):  1.078943
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by barbara stanwyck
Start Entity:     Barbara Stanwyck
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Barbara Stanwyck --[(INV) starred_actors]--> Baby Face --[has_genre]--> Drama
Path (Raw):       Barbara Stanwyck --[No Operation]--> Barbara Stanwyck --[(INV) starred_actors]--> Baby Face --[has_genre]--> Drama
Neg LogProb(↓):   0.383405
Path Entropy(↓):  1.005080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in psycho ii
Start Entity:     Psycho II
Gold Answer:      [['Vera Miles', 'Meg Tilly', 'Anthony Perkins', 'Robert Loggia']]
Predicted Ans:    Robert Loggia
Predicted Path:   Psycho II --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> Relentless --[starred_actors]--> Robert Loggia
Path (Raw):       Psycho II --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> Relentless --[starred_actors]--> Robert Loggia
Neg LogProb(↓):   0.005558
Path Entropy(↓):  0.039460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of foul play was who
Start Entity:     Foul Play
Gold Answer:      [['Colin Higgins']]
Predicted Ans:    Colin Higgins
Predicted Path:   Foul Play --[directed_by]--> Colin Higgins --[(INV) directed_by]--> The Best Little Whorehouse in Texas --[directed_by]--> Colin Higgins
Path (Raw):       Foul Play --[directed_by]--> Colin Higgins --[(INV) directed_by]--> The Best Little Whorehouse in Texas --[directed_by]--> Colin Higgins
Neg LogProb(↓):   0.022507
Path Entropy(↓):  0.106694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed freezer
Start Entity:     Freezer
Gold Answer:      [['Randy Quaid', 'Sean Bean', 'Christian Slater', 'Sam Claflin', 'Corey Sevier', 'Minnie Driver', 'Morgan Freeman']]
Predicted Ans:    Sean Bean
Predicted Path:   Freezer --[directed_by]--> Mikael Salomon --[(INV) directed_by]--> The Lost Future --[starred_actors]--> Sean Bean
Path (Raw):       Freezer --[directed_by]--> Mikael Salomon --[(INV) directed_by]--> The Lost Future --[starred_actors]--> Sean Bean
Neg LogProb(↓):   0.057498
Path Entropy(↓):  0.216172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie running on karma were in which genres
Start Entity:     Running on Karma
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Running on Karma --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Path (Raw):       Running on Karma --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Neg LogProb(↓):   0.810853
Path Entropy(↓):  1.187591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by istvan szabo
Start Entity:     István Szabó
Gold Answer:      [['Hungarian', 'French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   István Szabó --[(INV) directed_by]--> Mephisto --[in_language]--> German
Path (Raw):       István Szabó --[No Operation]--> István Szabó --[(INV) directed_by]--> Mephisto --[in_language]--> German
Neg LogProb(↓):   0.012674
Path Entropy(↓):  0.072481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was doris davenport an actor in
Start Entity:     Doris Davenport
Gold Answer:      [['The Westerner']]
Predicted Ans:    The Westerner
Predicted Path:   Doris Davenport --[(INV) starred_actors]--> The Westerner --[written_by]--> Stuart N. Lake --[(INV) written_by]--> The Westerner
Path (Raw):       Doris Davenport --[(INV) starred_actors]--> The Westerner --[written_by]--> Stuart N. Lake --[(INV) written_by]--> The Westerner
Neg LogProb(↓):   0.002862
Path Entropy(↓):  0.020952
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by alan taylor were released in which years
Start Entity:     Alan Taylor
Gold Answer:      [['2001', '1995']]
Predicted Ans:    1995
Predicted Path:   Alan Taylor --[(INV) directed_by]--> Palookaville --[release_year]--> 1995
Path (Raw):       Alan Taylor --[No Operation]--> Alan Taylor --[(INV) directed_by]--> Palookaville --[release_year]--> 1995
Neg LogProb(↓):   0.155107
Path Entropy(↓):  0.411585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by simon kinberg
Start Entity:     Simon Kinberg
Gold Answer:      [['Ben Syder', 'Jude Law', 'Mark Strong', 'Robert Downey Jr.']]
Predicted Ans:    Jude Law
Predicted Path:   Simon Kinberg --[(INV) written_by]--> Sherlock Holmes --[starred_actors]--> Jude Law
Path (Raw):       Simon Kinberg --[No Operation]--> Simon Kinberg --[(INV) written_by]--> Sherlock Holmes --[starred_actors]--> Jude Law
Neg LogProb(↓):   0.027776
Path Entropy(↓):  0.149596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film oxygen
Start Entity:     Oxygen
Gold Answer:      [['Tamar Brott', 'Richard Shepard']]
Predicted Ans:    Richard Shepard
Predicted Path:   Oxygen --[directed_by]--> Richard Shepard --[(INV) directed_by]--> Oxygen --[written_by]--> Richard Shepard
Path (Raw):       Oxygen --[directed_by]--> Richard Shepard --[(INV) directed_by]--> Oxygen --[written_by]--> Richard Shepard
Neg LogProb(↓):   0.112879
Path Entropy(↓):  0.357697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by giulia boschi
Start Entity:     Giulia Boschi
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Giulia Boschi --[(INV) starred_actors]--> Chocolat --[in_language]--> French
Path (Raw):       Giulia Boschi --[No Operation]--> Giulia Boschi --[(INV) starred_actors]--> Chocolat --[in_language]--> French
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of deliverance
Start Entity:     Deliverance
Gold Answer:      [['The Tailor of Panama', 'Leo the Last', 'Beyond Rangoon', 'Hell in the Pacific', 'The General', 'Excalibur', 'In My Country', 'Zardoz', 'The Emerald Forest', "The Tiger's Tail", 'Where the Heart Is', 'Point Blank', 'Hope and Glory']]
Predicted Ans:    Point Blank
Predicted Path:   Deliverance --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank
Path (Raw):       Deliverance --[No Operation]--> Deliverance --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank
Neg LogProb(↓):   0.133535
Path Entropy(↓):  0.607845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by karin nellemose
Start Entity:     Karin Nellemose
Gold Answer:      [['Carl Theodor Dreyer']]
Predicted Ans:    Carl Theodor Dreyer
Predicted Path:   Karin Nellemose --[(INV) starred_actors]--> Master of the House --[written_by]--> Carl Theodor Dreyer
Path (Raw):       Karin Nellemose --[No Operation]--> Karin Nellemose --[(INV) starred_actors]--> Master of the House --[written_by]--> Carl Theodor Dreyer
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the man from the alamo
Start Entity:     The Man from the Alamo
Gold Answer:      [['1957', '1960', '1959', '1958', '1956']]
Predicted Ans:    1956
Predicted Path:   The Man from the Alamo --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       The Man from the Alamo --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   0.762972
Path Entropy(↓):  1.687094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of night and day
Start Entity:     Night and Day
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Night and Day --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       Night and Day --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.170562
Path Entropy(↓):  0.473570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the girl in the cafe starred who
Start Entity:     The Girl in the Café
Gold Answer:      [['Rachel McAdams', 'Domhnall Gleeson', 'Rhys Ifans', 'Julia Roberts', 'Rooney Mara', 'Jeff Goldblum', 'Hilary Swank', 'Wagner Moura', 'Geri Miller', 'Joe Dallesandro', 'Martin Sheen', 'Hugh Grant', 'Holly Woodlawn', 'Emma Thompson', 'Andrea Feldman', 'Brenda Blethyn', 'Rowan Atkinson', 'Bill Nighy']]
Predicted Ans:    Emma Thompson
Predicted Path:   The Girl in the Café --[written_by]--> Richard Curtis --[(INV) written_by]--> The Tall Guy --[starred_actors]--> Emma Thompson
Path (Raw):       The Girl in the Café --[written_by]--> Richard Curtis --[(INV) written_by]--> The Tall Guy --[starred_actors]--> Emma Thompson
Neg LogProb(↓):   0.293661
Path Entropy(↓):  1.018959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did neal purvis write
Start Entity:     Neal Purvis
Gold Answer:      [['The World Is Not Enough', 'Johnny English', 'Casino Royale', 'Quantum of Solace', 'Skyfall', 'Stoned', 'Return to Sender']]
Predicted Ans:    Stoned
Predicted Path:   Neal Purvis --[(INV) written_by]--> Stoned --[written_by]--> Neal Purvis --[(INV) written_by]--> Stoned
Path (Raw):       Neal Purvis --[(INV) written_by]--> Stoned --[written_by]--> Neal Purvis --[(INV) written_by]--> Stoned
Neg LogProb(↓):   0.194756
Path Entropy(↓):  0.694127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by michael landon jr. were in which genres
Start Entity:     Michael Landon Jr.
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[has_genre]--> Drama
Path (Raw):       Michael Landon Jr. --[No Operation]--> Michael Landon Jr. --[(INV) directed_by]--> Love Comes Softly --[has_genre]--> Drama
Neg LogProb(↓):   0.000372
Path Entropy(↓):  0.003305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie to end all wars starred who
Start Entity:     To End All Wars
Gold Answer:      [['Robert Carlyle', 'Kiefer Sutherland']]
Predicted Ans:    Kiefer Sutherland
Predicted Path:   To End All Wars --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland
Path (Raw):       To End All Wars --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland
Neg LogProb(↓):   0.060411
Path Entropy(↓):  0.304104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by robert kenner in
Start Entity:     Robert Kenner
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Robert Kenner --[(INV) written_by]--> Food, Inc. --[has_genre]--> Documentary
Path (Raw):       Robert Kenner --[No Operation]--> Robert Kenner --[(INV) written_by]--> Food, Inc. --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the backyard
Start Entity:     The Backyard
Gold Answer:      [['Paul Hough']]
Predicted Ans:    Paul Hough
Predicted Path:   The Backyard --[written_by]--> Paul Hough --[(INV) written_by]--> The Backyard --[written_by]--> Paul Hough
Path (Raw):       The Backyard --[written_by]--> Paul Hough --[(INV) written_by]--> The Backyard --[written_by]--> Paul Hough
Neg LogProb(↓):   0.001892
Path Entropy(↓):  0.013742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of venice / venice
Start Entity:     Venice/Venice
Gold Answer:      [['Victoria Tennant', 'Nigel Terry', 'Jaclyn Smith', 'Victoria Foyt', 'Tuesday Weld', 'Vanessa Redgrave', 'Phil Proctor', 'Orson Welles', 'Andrea Marcovicci', 'Viveca Lindfors', 'Jack Nicholson', 'Stephen Dillane', 'Claire Bloom', 'Shelley Winters', 'Tanna Frederick']]
Predicted Ans:    Andrea Marcovicci
Predicted Path:   Venice/Venice --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Irene in Time --[starred_actors]--> Andrea Marcovicci
Path (Raw):       Venice/Venice --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Irene in Time --[starred_actors]--> Andrea Marcovicci
Neg LogProb(↓):   0.721947
Path Entropy(↓):  0.979474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by gail parent were directed by who
Start Entity:     Gail Parent
Gold Answer:      [['Howard Zieff', 'Sara Sugarman']]
Predicted Ans:    Howard Zieff
Predicted Path:   Gail Parent --[(INV) written_by]--> The Main Event --[directed_by]--> Howard Zieff
Path (Raw):       Gail Parent --[No Operation]--> Gail Parent --[(INV) written_by]--> The Main Event --[directed_by]--> Howard Zieff
Neg LogProb(↓):   0.534473
Path Entropy(↓):  0.678289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the sea chase
Start Entity:     The Sea Chase
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1993', '1936', '1920', '1967', '1935', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1973', '1953', '1947', '1932', '1956', '1931', '1943', '1976', '1948', '1971', '1972', '1989', '1942', '1940', '1981', '1961', '2011', '1955', '1962', '1988', '1934', '1949', '1975', '1966', '1950', '1960', '1965', '1945', '1937', '1969', '1952', '1930']]
Predicted Ans:    1941
Predicted Path:   The Sea Chase --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1941
Path (Raw):       The Sea Chase --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1941
Neg LogProb(↓):   2.311042
Path Entropy(↓):  3.815254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the robe
Start Entity:     The Robe
Gold Answer:      [['Ray Milland', 'Fay Bainter', 'Susan Hayward', 'Ethel Barrymore', 'Cary Grant', 'Clint Eastwood', 'Ernest Borgnine', 'Gary Cooper', 'Walter Pidgeon', 'Ginger Rogers', 'Claude Rains', 'Anna Lee', 'Gregory Peck', 'Jackie Cooper', 'Jeanne Crain', 'Victor Mature', 'George Sanders', 'Linda Darnell', 'Richard Greene', 'Donald Crisp', 'Eleanor Parker', 'Michael Rennie', 'Marilyn Monroe', 'Geraldine Page', 'John Garfield', 'Jean Simmons', 'Victor Moore', 'Fred Allen', 'Michael Wilding', 'Debra Paget', 'Cornel Wilde', "Maureen O'Hara", 'Jane Wyman', 'Ethel Waters', 'Rock Hudson', 'Bonita Granville']]
Predicted Ans:    Susan Hayward
Predicted Path:   The Robe --[written_by]--> Philip Dunne --[(INV) written_by]--> Demetrius and the Gladiators --[starred_actors]--> Susan Hayward
Path (Raw):       The Robe --[written_by]--> Philip Dunne --[(INV) written_by]--> Demetrius and the Gladiators --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.030919
Path Entropy(↓):  0.186665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by matt cimber
Start Entity:     Matt Cimber
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Matt Cimber --[(INV) written_by]--> Butterfly --[release_year]--> 1982
Path (Raw):       Matt Cimber --[No Operation]--> Matt Cimber --[(INV) written_by]--> Butterfly --[release_year]--> 1982
Neg LogProb(↓):   0.006144
Path Entropy(↓):  0.037338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by charles farrell fall under
Start Entity:     Charles Farrell
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Charles Farrell --[(INV) starred_actors]--> 7th Heaven --[has_genre]--> Romance
Path (Raw):       Charles Farrell --[No Operation]--> Charles Farrell --[(INV) starred_actors]--> 7th Heaven --[has_genre]--> Romance
Neg LogProb(↓):   0.010695
Path Entropy(↓):  0.059308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by kathleen robertson
Start Entity:     Kathleen Robertson
Gold Answer:      [['Austin Chick', 'Gregg Araki']]
Predicted Ans:    Gregg Araki
Predicted Path:   Kathleen Robertson --[(INV) starred_actors]--> Splendor --[directed_by]--> Gregg Araki
Path (Raw):       Kathleen Robertson --[No Operation]--> Kathleen Robertson --[(INV) starred_actors]--> Splendor --[directed_by]--> Gregg Araki
Neg LogProb(↓):   0.004186
Path Entropy(↓):  0.027131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by nikhil advani release
Start Entity:     Nikhil Advani
Gold Answer:      [['2003', '2009', '2013']]
Predicted Ans:    2003
Predicted Path:   Nikhil Advani --[(INV) directed_by]--> Kal Ho Naa Ho --[release_year]--> 2003
Path (Raw):       Nikhil Advani --[No Operation]--> Nikhil Advani --[(INV) directed_by]--> Kal Ho Naa Ho --[release_year]--> 2003
Neg LogProb(↓):   0.735046
Path Entropy(↓):  1.027914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by ere kokkonen
Start Entity:     Ere Kokkonen
Gold Answer:      [['Spede Pasanen', 'Marjatta Raita']]
Predicted Ans:    Marjatta Raita
Predicted Path:   Ere Kokkonen --[(INV) directed_by]--> Uuno Turhapuro --[starred_actors]--> Marjatta Raita
Path (Raw):       Ere Kokkonen --[No Operation]--> Ere Kokkonen --[(INV) directed_by]--> Uuno Turhapuro --[starred_actors]--> Marjatta Raita
Neg LogProb(↓):   0.011910
Path Entropy(↓):  0.064293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of with love... from the age of reason
Start Entity:     With Love... from the Age of Reason
Gold Answer:      [['James Van Der Beek', 'Will Tiao']]
Predicted Ans:    Sophie Marceau
Predicted Path:   With Love... from the Age of Reason --[written_by]--> Yann Samuell --[(INV) written_by]--> With Love... from the Age of Reason --[starred_actors]--> Sophie Marceau
Path (Raw):       With Love... from the Age of Reason --[written_by]--> Yann Samuell --[(INV) written_by]--> With Love... from the Age of Reason --[starred_actors]--> Sophie Marceau
Neg LogProb(↓):   0.680016
Path Entropy(↓):  0.762229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed algiers
Start Entity:     Algiers
Gold Answer:      [['Madeleine Carroll', 'Ruth Gordon', 'Ronald Colman', 'Henry Fonda', 'James Stewart', 'Lloyd Bridges', 'Joseph Bologna', 'Louis Calhern', 'Lynne Frederick', 'Lizabeth Scott', 'Kim Stanley', 'Marie Prevost', 'Raymond Massey', 'Robert Mitchum', 'Renée Taylor', 'Bette Davis', 'Lily Pons', 'Stewart Granger', 'Rex Harrison', 'Elke Sommer', 'Carole Lombard', 'Morris Carnovsky', 'Robert Ryan', 'Hope Emerson', 'Ellen Corby', 'Agnes Moorehead', 'Jane Greer', 'Steven Hill', 'Betty Lou Holland', 'Lionel Jeffries', 'Leslie Howard', 'Paul Sorvino', 'Humphrey Bogart', 'Irene Dunne', 'Thomas Meighan', 'Louis Wolheim', 'Deborah Kerr', 'Eleanor Parker', 'C. Aubrey Smith', 'Peter Sellers']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Algiers --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Path (Raw):       Algiers --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.151496
Path Entropy(↓):  0.550149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of street kings was who
Start Entity:     Street Kings
Gold Answer:      [['David Ayer']]
Predicted Ans:    David Ayer
Predicted Path:   Street Kings --[directed_by]--> David Ayer --[(INV) directed_by]--> Harsh Times --[directed_by]--> David Ayer
Path (Raw):       Street Kings --[directed_by]--> David Ayer --[(INV) directed_by]--> Harsh Times --[directed_by]--> David Ayer
Neg LogProb(↓):   0.023483
Path Entropy(↓):  0.110606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the man in grey
Start Entity:     The Man in Grey
Gold Answer:      [['Edmund Goulding', 'Peter Godfrey']]
Predicted Ans:    Edmund Goulding
Predicted Path:   The Man in Grey --[written_by]--> Margaret Kennedy --[(INV) written_by]--> The Constant Nymph --[directed_by]--> Edmund Goulding
Path (Raw):       The Man in Grey --[written_by]--> Margaret Kennedy --[(INV) written_by]--> The Constant Nymph --[directed_by]--> Edmund Goulding
Neg LogProb(↓):   0.353814
Path Entropy(↓):  0.616202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by zoe heran in
Start Entity:     Zoé Héran
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Zoé Héran --[(INV) starred_actors]--> Tomboy --[in_language]--> French
Path (Raw):       Zoé Héran --[No Operation]--> Zoé Héran --[(INV) starred_actors]--> Tomboy --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by john boulting
Start Entity:     John Boulting
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Boulting --[(INV) written_by]--> I'm All Right Jack --[has_genre]--> Comedy
Path (Raw):       John Boulting --[No Operation]--> John Boulting --[(INV) written_by]--> I'm All Right Jack --[has_genre]--> Comedy
Neg LogProb(↓):   0.171351
Path Entropy(↓):  0.457719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was toshio lee the director for
Start Entity:     Toshio Lee
Gold Answer:      [['Detroit Metal City']]
Predicted Ans:    Detroit Metal City
Predicted Path:   Toshio Lee --[(INV) directed_by]--> Detroit Metal City --[directed_by]--> Toshio Lee --[(INV) directed_by]--> Detroit Metal City
Path (Raw):       Toshio Lee --[(INV) directed_by]--> Detroit Metal City --[directed_by]--> Toshio Lee --[(INV) directed_by]--> Detroit Metal City
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by shauna cross
Start Entity:     Shauna Cross
Gold Answer:      [['Kirk Jones', 'Drew Barrymore']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Shauna Cross --[(INV) written_by]--> Whip It --[directed_by]--> Drew Barrymore
Path (Raw):       Shauna Cross --[No Operation]--> Shauna Cross --[(INV) written_by]--> Whip It --[directed_by]--> Drew Barrymore
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by everett sloane released
Start Entity:     Everett Sloane
Gold Answer:      [['1950', '1947', '1956']]
Predicted Ans:    1950
Predicted Path:   Everett Sloane --[(INV) starred_actors]--> The Men --[release_year]--> 1950
Path (Raw):       Everett Sloane --[No Operation]--> Everett Sloane --[(INV) starred_actors]--> The Men --[release_year]--> 1950
Neg LogProb(↓):   0.627361
Path Entropy(↓):  0.700627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in conversations with other women also appears in which movies
Start Entity:     Conversations with Other Women
Gold Answer:      [['Suspect Zero', 'The Dark Knight', 'I, Frankenstein', 'The Black Dahlia', 'No Reservations', 'Corpse Bride', 'Molly', 'Love Happens', 'Rabbit Hole', 'Meet Bill', 'Fight Club', 'The Young and Prodigious T.S. Spivet', 'Olympus Has Fallen', 'Paycheck', 'The Heart of Me', 'Cinderella', 'Lady Jane', 'Enid', 'Neverwas', 'In the Company of Men', 'Thank You for Smoking', 'Planet of the Apes', "The King's Speech", 'Getting It Right', 'Where Angels Fear to Tread', 'The Wings of the Dove', 'Possession', 'The Theory of Flight', 'The Gruffalo', 'Alice in Wonderland', 'Erased', 'Till Human Voices Wake Us']]
Predicted Ans:    Possession
Predicted Path:   Conversations with Other Women --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Path (Raw):       Conversations with Other Women --[starred_actors]--> Aaron Eckhart --[No Operation]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Neg LogProb(↓):   0.169481
Path Entropy(↓):  0.600673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of snitch starred who
Start Entity:     Snitch
Gold Answer:      [['Stephen Dorff']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Snitch --[directed_by]--> Ric Roman Waugh --[(INV) directed_by]--> Snitch --[starred_actors]--> Susan Sarandon
Path (Raw):       Snitch --[directed_by]--> Ric Roman Waugh --[(INV) directed_by]--> Snitch --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.095151
Path Entropy(↓):  0.346159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies acted by gisele casadesus
Start Entity:     Gisèle Casadesus
Gold Answer:      [['Jean Becker']]
Predicted Ans:    Jean Becker
Predicted Path:   Gisèle Casadesus --[(INV) starred_actors]--> My Afternoons with Margueritte --[directed_by]--> Jean Becker
Path (Raw):       Gisèle Casadesus --[No Operation]--> Gisèle Casadesus --[(INV) starred_actors]--> My Afternoons with Margueritte --[directed_by]--> Jean Becker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie stanley kubrick's boxes
Start Entity:     Stanley Kubrick's Boxes
Gold Answer:      [['Documentary', 'Biography']]
Predicted Ans:    Documentary
Predicted Path:   Stanley Kubrick's Boxes --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Stanley Kubrick's Boxes --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   3.050047
Path Entropy(↓):  4.270610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote hail the conquering hero
Start Entity:     Hail the Conquering Hero
Gold Answer:      [['Preston Sturges']]
Predicted Ans:    Preston Sturges
Predicted Path:   Hail the Conquering Hero --[written_by]--> Preston Sturges --[(INV) written_by]--> Christmas in July --[written_by]--> Preston Sturges
Path (Raw):       Hail the Conquering Hero --[written_by]--> Preston Sturges --[(INV) written_by]--> Christmas in July --[written_by]--> Preston Sturges
Neg LogProb(↓):   0.424282
Path Entropy(↓):  0.647068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by smoking / no smoking actors
Start Entity:     Smoking/No Smoking
Gold Answer:      [['Alain Resnais', 'Daniel Auteuil', 'Marcel Pagnol']]
Predicted Ans:    Daniel Auteuil
Predicted Path:   Smoking/No Smoking --[starred_actors]--> Sabine Azéma --[(INV) starred_actors]--> The Well-Digger's Daughter --[directed_by]--> Daniel Auteuil
Path (Raw):       Smoking/No Smoking --[starred_actors]--> Sabine Azéma --[(INV) starred_actors]--> The Well-Digger's Daughter --[directed_by]--> Daniel Auteuil
Neg LogProb(↓):   0.388769
Path Entropy(↓):  0.798590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with hugh jackman
Start Entity:     Hugh Jackman
Gold Answer:      [['Ringo Starr', 'Dakota Goyo', 'Jean Reno', 'Kate Winslet', 'Kate Beckinsale', 'Claude Rains', 'Michael Caine', 'John Travolta', 'Paul Henreid', 'Fredric March', 'Viola Davis', 'Don Cheadle', 'Halle Berry', 'Maria Bello', 'David Copperfield', 'Charles Laughton', 'Ewan McGregor', 'Bette Davis', 'Ian McKellen', 'Peter Rodger', 'Harry Baur', 'Christian Bale', 'Amanda Seyfried', 'Patrick Stewart', 'Rachel Weisz', 'Jean Gabin', 'Famke Janssen', 'Charles Vanel', 'Russell Crowe', 'Michelle Williams', 'Anne Hathaway', 'Piper Perabo', 'Jake Gyllenhaal']]
Predicted Ans:    Hugh Jackman
Predicted Path:   Hugh Jackman --[(INV) starred_actors]--> Deception --[starred_actors]--> Hugh Jackman
Path (Raw):       Hugh Jackman --[No Operation]--> Hugh Jackman --[(INV) starred_actors]--> Deception --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.243114
Path Entropy(↓):  0.646926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films for the writer of the wash
Start Entity:     The Wash
Gold Answer:      [['DJ Pooh']]
Predicted Ans:    DJ Pooh
Predicted Path:   The Wash --[written_by]--> DJ Pooh --[(INV) written_by]--> 3 Strikes --[directed_by]--> DJ Pooh
Path (Raw):       The Wash --[written_by]--> DJ Pooh --[(INV) written_by]--> 3 Strikes --[directed_by]--> DJ Pooh
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by dan klores
Start Entity:     Dan Klores
Gold Answer:      [['2007', '1987']]
Predicted Ans:    2007
Predicted Path:   Dan Klores --[(INV) directed_by]--> Crazy Love --[release_year]--> 2007
Path (Raw):       Dan Klores --[No Operation]--> Dan Klores --[(INV) directed_by]--> Crazy Love --[release_year]--> 2007
Neg LogProb(↓):   0.589520
Path Entropy(↓):  0.687266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor richie ren is a co - star of who
Start Entity:     Richie Ren
Gold Answer:      [['Leon Lai']]
Predicted Ans:    Richie Ren
Predicted Path:   Richie Ren --[(INV) starred_actors]--> Fire of Conscience --[starred_actors]--> Richie Ren
Path (Raw):       Richie Ren --[No Operation]--> Richie Ren --[(INV) starred_actors]--> Fire of Conscience --[starred_actors]--> Richie Ren
Neg LogProb(↓):   0.007236
Path Entropy(↓):  0.042744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by dennis potter were released in which years
Start Entity:     Dennis Potter
Gold Answer:      [['1983', '1988', '1980', '2003', '1936', '1985', '1981']]
Predicted Ans:    1983
Predicted Path:   Dennis Potter --[(INV) written_by]--> Gorky Park --[release_year]--> 1983
Path (Raw):       Dennis Potter --[No Operation]--> Dennis Potter --[(INV) written_by]--> Gorky Park --[release_year]--> 1983
Neg LogProb(↓):   0.489877
Path Entropy(↓):  0.809160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by chad lowe
Start Entity:     Chad Lowe
Gold Answer:      [['Ethan Canin']]
Predicted Ans:    Ethan Canin
Predicted Path:   Chad Lowe --[(INV) directed_by]--> Beautiful Ohio --[written_by]--> Ethan Canin
Path (Raw):       Chad Lowe --[No Operation]--> Chad Lowe --[(INV) directed_by]--> Beautiful Ohio --[written_by]--> Ethan Canin
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of fun in acapulco
Start Entity:     Fun in Acapulco
Gold Answer:      [['Easy Come, Easy Go', 'Wild in the Country', 'Paradise, Hawaiian Style', 'G.I. Blues', 'Girls! Girls! Girls!', 'Love Me Tender', 'She', 'The Trouble with Girls', 'Change of Habit', 'The Mountain of the Cannibal God', 'Bond Girls Are Forever', 'Flaming Star', "It Happened at the World's Fair", 'Speedway', 'King Creole', 'Roustabout', 'Viva Las Vegas', '4 for Texas', 'Frankie and Johnny', 'The 10th Victim', 'The Fifth Musketeer', 'Follow That Dream', 'Jailhouse Rock', 'Spinout', 'Elvis on Tour', 'Clambake', 'Harum Scarum', 'Casino Royale', 'Loving You', 'Double Trouble', 'The Blue Max', 'Blue Hawaii']]
Predicted Ans:    G.I. Blues
Predicted Path:   Fun in Acapulco --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> G.I. Blues
Path (Raw):       Fun in Acapulco --[starred_actors]--> Elvis Presley --[No Operation]--> Elvis Presley --[(INV) starred_actors]--> G.I. Blues
Neg LogProb(↓):   1.216384
Path Entropy(↓):  2.126114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of life is a long quiet river
Start Entity:     Life Is a Long Quiet River
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Life Is a Long Quiet River --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Life Is a Long Quiet River --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   3.235184
Path Entropy(↓):  4.686371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the squeeze
Start Entity:     The Squeeze
Gold Answer:      [['The Merry Gentleman', 'The Dream Team', 'Pacific Heights', 'The Paper', 'American Flyers', 'The Borrower', 'Johnny Dangerously', 'Clean and Sober', 'First Daughter', 'Batman Returns', 'Game 6', 'Gung Ho', 'Boulevard', 'One Good Cop', 'My Life', 'Night Shift', 'Penthouse North', 'Quicksand', 'The Last Time', 'Speechless', 'Desperate Measures', 'Live from Baghdad', 'RoboCop', 'Batman', 'Jack Frost', 'Commando', 'Multiplicity', 'Mr. Mom', 'Soul Man']]
Predicted Ans:    One Good Cop
Predicted Path:   The Squeeze --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop
Path (Raw):       The Squeeze --[starred_actors]--> Michael Keaton --[No Operation]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop
Neg LogProb(↓):   0.439660
Path Entropy(↓):  1.212218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by george macdonald fraser
Start Entity:     George MacDonald Fraser
Gold Answer:      [['Matthew Macfadyen', 'Gene Kelly', 'Alan Bates', 'Don Ameche', "Chris O'Donnell", 'Florinda Bolkan', 'Milla Jovovich', 'Oliver Reed', 'Oliver Platt', 'Charlie Sheen', 'Lana Turner', 'Roger Moore', 'Malcolm McDowell', 'Kiefer Sutherland', 'The Ritz Brothers']]
Predicted Ans:    Roger Moore
Predicted Path:   George MacDonald Fraser --[(INV) written_by]--> Octopussy --[starred_actors]--> Roger Moore
Path (Raw):       George MacDonald Fraser --[No Operation]--> George MacDonald Fraser --[(INV) written_by]--> Octopussy --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.175534
Path Entropy(↓):  0.441321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie beneath the darkness
Start Entity:     Beneath the Darkness
Gold Answer:      [['Martin Guigui']]
Predicted Ans:    Martin Guigui
Predicted Path:   Beneath the Darkness --[directed_by]--> Martin Guigui --[(INV) directed_by]--> Cattle Call --[directed_by]--> Martin Guigui
Path (Raw):       Beneath the Darkness --[directed_by]--> Martin Guigui --[(INV) directed_by]--> Cattle Call --[directed_by]--> Martin Guigui
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by colin clive
Start Entity:     Colin Clive
Gold Answer:      [['Garrett Fort', 'Paula Milne', 'Mary Shelley', 'Maurice Renard', 'J. Searle Dawley', 'John L. Balderston', 'Francis Edward Faragoh', 'Peggy Webling', 'Vicente Aranda']]
Predicted Ans:    Mary Shelley
Predicted Path:   Colin Clive --[(INV) starred_actors]--> Frankenstein --[written_by]--> Mary Shelley
Path (Raw):       Colin Clive --[No Operation]--> Colin Clive --[(INV) starred_actors]--> Frankenstein --[written_by]--> Mary Shelley
Neg LogProb(↓):   0.928280
Path Entropy(↓):  1.404383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of the divorce of lady x
Start Entity:     The Divorce of Lady X
Gold Answer:      [['Ian Dalrymple', 'Arthur Wimperis', 'Gilbert Wakefield']]
Predicted Ans:    Arthur Wimperis
Predicted Path:   The Divorce of Lady X --[written_by]--> Arthur Wimperis --[(INV) written_by]--> Dark Journey --[written_by]--> Arthur Wimperis
Path (Raw):       The Divorce of Lady X --[written_by]--> Arthur Wimperis --[(INV) written_by]--> Dark Journey --[written_by]--> Arthur Wimperis
Neg LogProb(↓):   0.121859
Path Entropy(↓):  0.487862
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of same time, next year also wrote which movies
Start Entity:     Same Time, Next Year
Gold Answer:      [['Romantic Comedy', 'Tribute']]
Predicted Ans:    Same Time, Next Year
Predicted Path:   Same Time, Next Year --[written_by]--> Bernard Slade --[(INV) written_by]--> Same Time, Next Year
Path (Raw):       Same Time, Next Year --[written_by]--> Bernard Slade --[(INV) written_by]--> Same Time, Next Year --[No Operation]--> Same Time, Next Year
Neg LogProb(↓):   0.002370
Path Entropy(↓):  0.018292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did patrick ryan write the story for
Start Entity:     Patrick Ryan
Gold Answer:      [['How I Won the War']]
Predicted Ans:    How I Won the War
Predicted Path:   Patrick Ryan --[(INV) written_by]--> How I Won the War --[written_by]--> Patrick Ryan --[(INV) written_by]--> How I Won the War
Path (Raw):       Patrick Ryan --[(INV) written_by]--> How I Won the War --[written_by]--> Patrick Ryan --[(INV) written_by]--> How I Won the War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by georg maas starred who
Start Entity:     Georg Maas
Gold Answer:      [['Liv Ullmann']]
Predicted Ans:    Liv Ullmann
Predicted Path:   Georg Maas --[(INV) written_by]--> Two Lives --[starred_actors]--> Liv Ullmann
Path (Raw):       Georg Maas --[No Operation]--> Georg Maas --[(INV) written_by]--> Two Lives --[starred_actors]--> Liv Ullmann
Neg LogProb(↓):   0.000208
Path Entropy(↓):  0.001975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie flushed away released
Start Entity:     Flushed Away
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Flushed Away --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Flushed Away --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.906107
Path Entropy(↓):  4.589087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in blithe spirit
Start Entity:     Blithe Spirit
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Blithe Spirit --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> Night Train to Munich --[has_genre]--> Thriller
Path (Raw):       Blithe Spirit --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> Night Train to Munich --[has_genre]--> Thriller
Neg LogProb(↓):   0.127713
Path Entropy(↓):  0.588439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of cimarron
Start Entity:     Cimarron
Gold Answer:      [['Ray Milland', 'June Allyson', 'Robert Young', 'Farley Granger', 'Fred MacMurray', 'Arnold Schwarzenegger', 'Aldo Ray', 'Henry Fonda', 'Cary Grant', 'Gary Cooper', 'C. Aubrey Smith', 'Kathryn Harrold', 'Sophia Loren', 'Guy Madison', 'John Lund', 'James Stewart', 'Jane Cowl', 'Phyllis Thaxter', 'Anthony Perkins', 'Howard Da Silva', 'William Holden', 'Barbara Stanwyck', 'Donna Reed', 'George Murphy', "Dennis O'Keefe", "Cathy O'Donnell", 'Hugh Beaumont', 'Charlton Heston', 'Mary Meade', 'Jane Randolph', 'John Ireland', 'Warren William', 'Alfred Ryder', 'Victor Mature', 'Sheila Ryan', 'Raymond Burr', 'Steve Brodie', 'Douglas Fowley', 'Audrey Long', 'Robert Walker', 'Sam Wanamaker', 'Donald Crisp', 'Stephen Boyd', 'Wendell Corey', 'Carole Lombard', 'Ruth Roman', 'Claudette Colbert', 'John Barrymore', 'Walter Huston', 'Robert Ryan', 'Melvyn Douglas', 'Walter Brennan', 'Robert Taylor', 'Ricardo Montalban', 'Janet Leigh', 'Mae West', 'Shelley Winters', 'Wallace Ford', 'Alec Guinness', 'Stephen McNally', 'Clark Gable', 'Jean Arthur', 'Keenan Wynn', 'Robert Preston', 'James Mason', 'Rock Hudson', 'Arthur Kennedy']]
Predicted Ans:    James Stewart
Predicted Path:   Cimarron --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       Cimarron --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.143343
Path Entropy(↓):  0.488302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by nicholas mosley
Start Entity:     Nicholas Mosley
Gold Answer:      [['Richie Jen', 'Louis Koo']]
Predicted Ans:    Louis Koo
Predicted Path:   Nicholas Mosley --[(INV) written_by]--> Accident --[starred_actors]--> Louis Koo
Path (Raw):       Nicholas Mosley --[No Operation]--> Nicholas Mosley --[(INV) written_by]--> Accident --[starred_actors]--> Louis Koo
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Evil aliens is a film written by this person
Start Entity:     Evil Aliens
Gold Answer:      [['Jake West']]
Predicted Ans:    Jake West
Predicted Path:   Evil Aliens --[written_by]--> Jake West --[(INV) written_by]--> Evil Aliens --[written_by]--> Jake West
Path (Raw):       Evil Aliens --[written_by]--> Jake West --[(INV) written_by]--> Evil Aliens --[written_by]--> Jake West
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by john buchan were directed by who
Start Entity:     John Buchan
Gold Answer:      [['Ralph Thomas', 'James Hawes', 'Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   John Buchan --[(INV) written_by]--> The 39 Steps --[directed_by]--> Alfred Hitchcock
Path (Raw):       John Buchan --[No Operation]--> John Buchan --[(INV) written_by]--> The 39 Steps --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   1.303137
Path Entropy(↓):  1.671571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by istvan szabo in
Start Entity:     István Szabó
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   István Szabó --[(INV) written_by]--> Colonel Redl --[has_genre]--> Drama
Path (Raw):       István Szabó --[No Operation]--> István Szabó --[(INV) written_by]--> Colonel Redl --[has_genre]--> Drama
Neg LogProb(↓):   0.287147
Path Entropy(↓):  0.693025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed october sky
Start Entity:     October Sky
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   October Sky --[directed_by]--> Joe Johnston --[(INV) directed_by]--> The Wolfman --[in_language]--> English
Path (Raw):       October Sky --[directed_by]--> Joe Johnston --[(INV) directed_by]--> The Wolfman --[in_language]--> English
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the people under the stairs also starred in which movies
Start Entity:     The People Under the Stairs
Gold Answer:      [['Silver Bullet', 'Heartbreak Ridge', 'Were the World Mine']]
Predicted Ans:    The People Under the Stairs
Predicted Path:   The People Under the Stairs --[starred_actors]--> Wendy Robie --[(INV) starred_actors]--> The People Under the Stairs
Path (Raw):       The People Under the Stairs --[starred_actors]--> Wendy Robie --[No Operation]--> Wendy Robie --[(INV) starred_actors]--> The People Under the Stairs
Neg LogProb(↓):   0.006697
Path Entropy(↓):  0.043980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the screenwriter with the soft skin
Start Entity:     The Soft Skin
Gold Answer:      [['Mississippi Mermaid', 'The Green Room', 'The 400 Blows', 'Fahrenheit 451', 'Love on the Run', 'Jules and Jim', 'Stolen Kisses', 'The Last Metro', 'Small Change', 'Confidentially Yours', 'Breathless', 'Day for Night', 'The Wild Child', 'The Woman Next Door', 'The Bride Wore Black', 'The Man Who Loved Women', 'The Little Thief']]
Predicted Ans:    The Wild Child
Predicted Path:   The Soft Skin --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child
Path (Raw):       The Soft Skin --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[No Operation]--> The Wild Child
Neg LogProb(↓):   1.570325
Path Entropy(↓):  2.047751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by michel cote were released in which years
Start Entity:     Michel Côté
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Michel Côté --[(INV) starred_actors]--> Father and Guns --[release_year]--> 2009
Path (Raw):       Michel Côté --[No Operation]--> Michel Côté --[(INV) starred_actors]--> Father and Guns --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did gavin macleod act in
Start Entity:     Gavin MacLeod
Gold Answer:      [['Time Changer', 'The Secrets of Jonathan Sperry']]
Predicted Ans:    Time Changer
Predicted Path:   Gavin MacLeod --[(INV) starred_actors]--> Time Changer --[starred_actors]--> D. David Morin --[(INV) starred_actors]--> Time Changer
Path (Raw):       Gavin MacLeod --[(INV) starred_actors]--> Time Changer --[starred_actors]--> D. David Morin --[(INV) starred_actors]--> Time Changer
Neg LogProb(↓):   0.852127
Path Entropy(↓):  1.200091
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the second time around actors
Start Entity:     The Second Time Around
Gold Answer:      [['English']]
Predicted Ans:    Marc Fienberg
Predicted Path:   The Second Time Around --[starred_actors]--> Andy Griffith --[(INV) starred_actors]--> Play the Game --[directed_by]--> Marc Fienberg
Path (Raw):       The Second Time Around --[starred_actors]--> Andy Griffith --[(INV) starred_actors]--> Play the Game --[directed_by]--> Marc Fienberg
Neg LogProb(↓):   0.351391
Path Entropy(↓):  0.908819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies written by the writer of brick mansions
Start Entity:     Brick Mansions
Gold Answer:      [['Japanese', 'French', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Brick Mansions --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Path (Raw):       Brick Mansions --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.200841
Path Entropy(↓):  0.793716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sean nelson were written by who
Start Entity:     Sean Nelson
Gold Answer:      [['David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Sean Nelson --[(INV) starred_actors]--> American Buffalo --[written_by]--> David Mamet
Path (Raw):       Sean Nelson --[No Operation]--> Sean Nelson --[(INV) starred_actors]--> American Buffalo --[written_by]--> David Mamet
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by con air actors
Start Entity:     Con Air
Gold Answer:      [['Stephen Frears']]
Predicted Ans:    Stephen Frears
Predicted Path:   Con Air --[starred_actors]--> Colm Meaney --[(INV) starred_actors]--> The Snapper --[directed_by]--> Stephen Frears
Path (Raw):       Con Air --[starred_actors]--> Colm Meaney --[(INV) starred_actors]--> The Snapper --[directed_by]--> Stephen Frears
Neg LogProb(↓):   0.484028
Path Entropy(↓):  0.918768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the rainmaker also directed which films
Start Entity:     The Rainmaker
Gold Answer:      [['Gardens of Stone', "All in a Night's Work", 'Career', 'Dementia 13', "You're a Big Boy Now", 'The Godfather', 'The Matchmaker', 'Captain EO', 'Twixt', 'New York Stories', 'Supernova', 'Peggy Sue Got Married', 'Apocalypse Now', 'The Rain People', 'Rumble Fish', 'Tetro', 'Jack', "Finian's Rainbow", 'Youth Without Youth', 'One from the Heart', 'The Conversation', 'The Cotton Club', 'The Outsiders']]
Predicted Ans:    New York Stories
Predicted Path:   The Rainmaker --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories
Path (Raw):       The Rainmaker --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[No Operation]--> New York Stories
Neg LogProb(↓):   1.471868
Path Entropy(↓):  2.300244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter george o'neil
Start Entity:     George O'Neil
Gold Answer:      [['Irene Dunne', 'Dorothy Lamour', 'Randolph Scott']]
Predicted Ans:    Randolph Scott
Predicted Path:   George O'Neil --[(INV) written_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Path (Raw):       George O'Neil --[No Operation]--> George O'Neil --[(INV) written_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.001712
Path Entropy(↓):  0.013207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by jean dorst were directed by who
Start Entity:     Jean Dorst
Gold Answer:      [['Jacques Perrin', 'Jacques Cluzaud', 'Michel Debats']]
Predicted Ans:    Jacques Perrin
Predicted Path:   Jean Dorst --[(INV) written_by]--> Winged Migration --[directed_by]--> Jacques Perrin
Path (Raw):       Jean Dorst --[No Operation]--> Jean Dorst --[(INV) written_by]--> Winged Migration --[directed_by]--> Jacques Perrin
Neg LogProb(↓):   0.111079
Path Entropy(↓):  0.395078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with richard phillips
Start Entity:     Richard Phillips
Gold Answer:      [['Billy Ray', 'Stephan Talty']]
Predicted Ans:    Billy Ray
Predicted Path:   Richard Phillips --[(INV) written_by]--> Captain Phillips --[written_by]--> Billy Ray
Path (Raw):       Richard Phillips --[No Operation]--> Richard Phillips --[(INV) written_by]--> Captain Phillips --[written_by]--> Billy Ray
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by nicholas phipps were released in which years
Start Entity:     Nicholas Phipps
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Nicholas Phipps --[(INV) written_by]--> Doctor at Sea --[release_year]--> 1955
Path (Raw):       Nicholas Phipps --[No Operation]--> Nicholas Phipps --[(INV) written_by]--> Doctor at Sea --[release_year]--> 1955
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the undead
Start Entity:     The Undead
Gold Answer:      [['Pamela Duncan', 'Richard Garland', 'Allison Hayes', 'Val Dufour']]
Predicted Ans:    Val Dufour
Predicted Path:   The Undead --[starred_actors]--> Val Dufour --[(INV) starred_actors]--> The Undead --[starred_actors]--> Val Dufour
Path (Raw):       The Undead --[starred_actors]--> Val Dufour --[(INV) starred_actors]--> The Undead --[starred_actors]--> Val Dufour
Neg LogProb(↓):   0.007912
Path Entropy(↓):  0.054995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by john pogue
Start Entity:     John Pogue
Gold Answer:      [['Jared Harris']]
Predicted Ans:    Jared Harris
Predicted Path:   John Pogue --[(INV) directed_by]--> The Quiet Ones --[starred_actors]--> Jared Harris
Path (Raw):       John Pogue --[No Operation]--> John Pogue --[(INV) directed_by]--> The Quiet Ones --[starred_actors]--> Jared Harris
Neg LogProb(↓):   0.000716
Path Entropy(↓):  0.005896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of american buffalo
Start Entity:     American Buffalo
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   American Buffalo --[directed_by]--> Michael Corrente --[(INV) directed_by]--> American Buffalo --[has_genre]--> Drama
Path (Raw):       American Buffalo --[directed_by]--> Michael Corrente --[(INV) directed_by]--> American Buffalo --[has_genre]--> Drama
Neg LogProb(↓):   0.250804
Path Entropy(↓):  0.529692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with eiko kadono
Start Entity:     Eiko Kadono
Gold Answer:      [['Hayao Miyazaki', 'Takashi Shimizu']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Eiko Kadono --[(INV) written_by]--> Kiki's Delivery Service --[written_by]--> Hayao Miyazaki
Path (Raw):       Eiko Kadono --[No Operation]--> Eiko Kadono --[(INV) written_by]--> Kiki's Delivery Service --[written_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.009891
Path Entropy(↓):  0.062554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by frank wedekind fall under
Start Entity:     Frank Wedekind
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Frank Wedekind --[(INV) written_by]--> Pandora's Box --[has_genre]--> Drama
Path (Raw):       Frank Wedekind --[No Operation]--> Frank Wedekind --[(INV) written_by]--> Pandora's Box --[has_genre]--> Drama
Neg LogProb(↓):   0.000414
Path Entropy(↓):  0.003636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of anurag basu directed films
Start Entity:     Anurag Basu
Gold Answer:      [['2012', '2010']]
Predicted Ans:    2010
Predicted Path:   Anurag Basu --[(INV) directed_by]--> Kites --[release_year]--> 2010
Path (Raw):       Anurag Basu --[No Operation]--> Anurag Basu --[(INV) directed_by]--> Kites --[release_year]--> 2010
Neg LogProb(↓):   0.008265
Path Entropy(↓):  0.048585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Sugar, when was it released
Start Entity:     Sugar
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Sugar --[release_year]--> 2008 --[(INV) release_year]--> Love Story 2050 --[release_year]--> 2008
Path (Raw):       Sugar --[release_year]--> 2008 --[(INV) release_year]--> Love Story 2050 --[release_year]--> 2008
Neg LogProb(↓):   3.398748
Path Entropy(↓):  4.652427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie four brothers in a few words
Start Entity:     Four Brothers
Gold Answer:      [['brothers', 'mark wahlberg']]
Predicted Ans:    twins
Predicted Path:   Four Brothers --[has_tags]--> brothers --[(INV) has_tags]--> The Boondock Saints --[has_tags]--> twins
Path (Raw):       Four Brothers --[has_tags]--> brothers --[(INV) has_tags]--> The Boondock Saints --[has_tags]--> twins
Neg LogProb(↓):   0.612916
Path Entropy(↓):  0.722587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are co - stars of david arnott
Start Entity:     David Arnott
Gold Answer:      [['Jeri Ryan', 'Goldie Hawn', 'Arliss Howard']]
Predicted Ans:    Goldie Hawn
Predicted Path:   David Arnott --[(INV) starred_actors]--> CrissCross --[starred_actors]--> Goldie Hawn
Path (Raw):       David Arnott --[No Operation]--> David Arnott --[(INV) starred_actors]--> CrissCross --[starred_actors]--> Goldie Hawn
Neg LogProb(↓):   0.000413
Path Entropy(↓):  0.003756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with memento in
Start Entity:     Memento
Gold Answer:      [['Norwegian', 'English']]
Predicted Ans:    Norwegian
Predicted Path:   Memento --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[in_language]--> Norwegian
Path (Raw):       Memento --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[in_language]--> Norwegian
Neg LogProb(↓):   0.023219
Path Entropy(↓):  0.114547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by aku louhimies
Start Entity:     Aku Louhimies
Gold Answer:      [['Aleksi Bardy', 'Jason Lew', 'Leena Lander']]
Predicted Ans:    Aku Louhimies
Predicted Path:   Aku Louhimies --[(INV) directed_by]--> Frozen Land --[written_by]--> Aku Louhimies
Path (Raw):       Aku Louhimies --[No Operation]--> Aku Louhimies --[(INV) directed_by]--> Frozen Land --[written_by]--> Aku Louhimies
Neg LogProb(↓):   0.835968
Path Entropy(↓):  0.863167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in seventh son
Start Entity:     Seventh Son
Gold Answer:      [['Walter Hill', 'Michael Traeger', 'Lawrence Block', 'David Lee Henry', 'Todd Haynes', 'Annie Proulx', 'Stan Lee', 'Larry McMurtry', 'Leonard Gardner', 'Neil McCormick', 'Richard Condon', 'Edgar Wallace', 'James Ashmore Creelman', 'Jane Anderson', 'Scott Cooper', 'Aline Brosh McKenna', 'Robert Harling', 'Michael Cimino', 'Neil Jordan', 'Mark Fergus', 'Robert Benton', 'Toby Finlay', 'Lorenzo Semple Jr.', 'Charles Leavitt', 'Gene Brewer', 'Thomas Cobb', 'Stephen King', 'Joel Coen', 'Charles Gaines', 'William Richert', 'Thomas McGuane', 'Peter S. Beagle', 'Bob Rafelson', 'Ross Thomas', 'Jack Kirby', 'Grace Cary Bickley', 'Ehren Kruger', 'Rob Thompson', 'Bruce Wagner', 'Stacy Chariton', 'Martin Bell', 'Sheridan Jobbins', 'Jeffrey Alan Fiskin', 'Newton Thornburg', 'Lois Lowry', 'Thomas Harris', 'Graham Greene', 'Chris Columbus', 'David Weissman', 'David Diamond', 'Gérard Oury', 'André Cayatte', 'Henry James', 'Alan J. Pakula', 'Jon Ronson', 'Richard Glatzer', 'Wash Westmoreland', 'Lisa Genova', 'Chris Buck', 'Don Jakoby', 'Merian C. Cooper', 'Rafael Yglesias', 'Nick Flynn', 'Ruth Rose', 'Bart Freundlich', 'David Newman', 'Sam Shepard', 'Oliver Stone', 'George LaVoo', 'John Heilemann', 'Jon Katz', 'Mark Halperin', 'Philip K. Dick', 'David Hare', 'Richard LaGravenese', 'Larry Lieber', 'Don Heck', 'Hawk Ostby', 'Matt Holloway', 'Art Marcum', 'Steve Kloves', 'Charles Portis', 'Peter M. Lenkov', 'Wallace Shawn', 'Jessica Bendinger', 'Thomas Babe', 'Rod Lurie', 'Ash Brannon', 'Peter Jackson', 'Joseph Dougherty', 'Dexter Fletcher', 'Tom Wolfe', 'Albert Brooks', 'Richard Price', 'Howard A. Rodman', 'Natalie Robins', 'Steven M.L. Aronson', 'Theodore Dreiser', 'Peter Bogdanovich', 'Ethan Coen', 'Brian Helgeland', 'George Sluizer', 'Lawrence D. Cohen', 'Jorge Amado', 'Tim Krabbé', 'Tom Cairns', 'Terry Ryan', 'Stephan Elliott', 'Michael Cunningham', 'Bruce A. Evans', 'Raynold Gideon', 'Marguerite Roberts', 'Danny Strong', 'Massimo Dallamano', 'Erin Cressida Wilson', 'Bob Dylan', 'Larry Charles', 'Anne Fontaine', 'Oscar Wilde']]
Predicted Ans:    Robert Benton
Predicted Path:   Seventh Son --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Path (Raw):       Seventh Son --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Neg LogProb(↓):   1.809313
Path Entropy(↓):  2.772294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is revolution os about
Start Entity:     Revolution OS
Gold Answer:      [['open source', 'linux', 'documentary']]
Predicted Ans:    linux
Predicted Path:   Revolution OS --[has_tags]--> linux --[(INV) has_tags]--> Revolution OS --[has_tags]--> linux
Path (Raw):       Revolution OS --[has_tags]--> linux --[(INV) has_tags]--> Revolution OS --[has_tags]--> linux
Neg LogProb(↓):   0.002790
Path Entropy(↓):  0.020733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by jan josef liefers
Start Entity:     Jan Josef Liefers
Gold Answer:      [['Thomas Jahn']]
Predicted Ans:    Thomas Jahn
Predicted Path:   Jan Josef Liefers --[(INV) starred_actors]--> Knockin' on Heaven's Door --[directed_by]--> Thomas Jahn
Path (Raw):       Jan Josef Liefers --[No Operation]--> Jan Josef Liefers --[(INV) starred_actors]--> Knockin' on Heaven's Door --[directed_by]--> Thomas Jahn
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by hideo gosha
Start Entity:     hideo gosha
Gold Answer:      [['Sword of the Beast', 'Three Outlaw Samurai', 'Goyokin']]
Predicted Ans:    Three Outlaw Samurai
Predicted Path:   hideo gosha --[(INV) has_tags]--> Three Outlaw Samurai --[has_tags]--> hideo gosha --[(INV) has_tags]--> Three Outlaw Samurai
Path (Raw):       hideo gosha --[(INV) has_tags]--> Three Outlaw Samurai --[has_tags]--> hideo gosha --[(INV) has_tags]--> Three Outlaw Samurai
Neg LogProb(↓):   0.000438
Path Entropy(↓):  0.004207
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kevin mcclory written movies
Start Entity:     Kevin McClory
Gold Answer:      [['Terence Young', 'Irvin Kershner']]
Predicted Ans:    Terence Young
Predicted Path:   Kevin McClory --[(INV) written_by]--> Thunderball --[directed_by]--> Terence Young
Path (Raw):       Kevin McClory --[No Operation]--> Kevin McClory --[(INV) written_by]--> Thunderball --[directed_by]--> Terence Young
Neg LogProb(↓):   0.177815
Path Entropy(↓):  0.444452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the psycho ii director release
Start Entity:     Psycho II
Gold Answer:      [['1986', '1991']]
Predicted Ans:    1986
Predicted Path:   Psycho II --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Link --[release_year]--> 1986
Path (Raw):       Psycho II --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Link --[release_year]--> 1986
Neg LogProb(↓):   0.579778
Path Entropy(↓):  0.823856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of raoul ruiz directed movies
Start Entity:     Raoul Ruiz
Gold Answer:      [['Gilbert Adair', 'Duane Poole']]
Predicted Ans:    Raoul Ruiz
Predicted Path:   Raoul Ruiz --[(INV) directed_by]--> Klimt --[written_by]--> Raoul Ruiz
Path (Raw):       Raoul Ruiz --[No Operation]--> Raoul Ruiz --[(INV) directed_by]--> Klimt --[written_by]--> Raoul Ruiz
Neg LogProb(↓):   0.037058
Path Entropy(↓):  0.158432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by caddyshack ii actors
Start Entity:     Caddyshack II
Gold Answer:      [['Sidney Lumet', 'Jacques Tourneur', 'Henri Verneuil', 'Douglas Sirk', 'Ernst Lubitsch', 'Andrew L. Stone', 'Martha Coolidge', 'Buzz Kulik', 'George Schaefer', 'Otto Preminger', 'Jerry Schatzberg', 'Henry Koster', 'Herbert Ross', 'Alan Johnson', 'Ted Kotcheff', 'Hall Bartlett', 'William A. Wellman', 'Arthur Hiller']]
Predicted Ans:    Ted Kotcheff
Predicted Path:   Caddyshack II --[starred_actors]--> Robert Stack --[(INV) starred_actors]--> Uncommon Valor --[directed_by]--> Ted Kotcheff
Path (Raw):       Caddyshack II --[starred_actors]--> Robert Stack --[(INV) starred_actors]--> Uncommon Valor --[directed_by]--> Ted Kotcheff
Neg LogProb(↓):   0.064622
Path Entropy(↓):  0.330861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by rebecca de mornay release
Start Entity:     Rebecca De Mornay
Gold Answer:      [['1983', '1995', '1998', '1988', '1992', '1993', '2010', '1996', '1985', '2012', '2007']]
Predicted Ans:    2012
Predicted Path:   Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[release_year]--> 2012
Path (Raw):       Rebecca De Mornay --[No Operation]--> Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[release_year]--> 2012
Neg LogProb(↓):   1.137749
Path Entropy(↓):  1.661483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did kevin smith write
Start Entity:     Kevin Smith
Gold Answer:      [['Zack and Miri Make a Porno', 'Jay and Silent Bob Strike Back', 'Tusk', 'Chasing Amy', 'Clerks', 'Mallrats', 'Red State', 'Clerks II', 'Dogma', 'Jersey Girl']]
Predicted Ans:    Tusk
Predicted Path:   Kevin Smith --[(INV) written_by]--> Tusk --[written_by]--> Kevin Smith --[(INV) written_by]--> Tusk
Path (Raw):       Kevin Smith --[(INV) written_by]--> Tusk --[written_by]--> Kevin Smith --[(INV) written_by]--> Tusk
Neg LogProb(↓):   0.056650
Path Entropy(↓):  0.335477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the center of the world
Start Entity:     The Center of the World
Gold Answer:      [['1995', '1997', '1950', '2005', '1989', '1993', '1982', '2006', '2002', '1987', '2011']]
Predicted Ans:    1995
Predicted Path:   The Center of the World --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[release_year]--> 1995
Path (Raw):       The Center of the World --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[release_year]--> 1995
Neg LogProb(↓):   1.237190
Path Entropy(↓):  1.885600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by alan brough
Start Entity:     Alan Brough
Gold Answer:      [['Tony Martin']]
Predicted Ans:    Tony Martin
Predicted Path:   Alan Brough --[(INV) starred_actors]--> Bad Eggs --[written_by]--> Tony Martin
Path (Raw):       Alan Brough --[No Operation]--> Alan Brough --[(INV) starred_actors]--> Bad Eggs --[written_by]--> Tony Martin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the big sleep
Start Entity:     The Big Sleep
Gold Answer:      [['Romance', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Big Sleep --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[has_genre]--> Drama
Path (Raw):       The Big Sleep --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[has_genre]--> Drama
Neg LogProb(↓):   0.276031
Path Entropy(↓):  0.903735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by dario argento release
Start Entity:     Dario Argento
Gold Answer:      [['1980', '1970', '1993', '1985', '1977', '1968', '2009', '2004', '1953', '1971', '1990', '1989', '1996', '2012', '1986', '1975', '2005', '1987', '1969']]
Predicted Ans:    1990
Predicted Path:   Dario Argento --[(INV) written_by]--> Two Evil Eyes --[release_year]--> 1990
Path (Raw):       Dario Argento --[No Operation]--> Dario Argento --[(INV) written_by]--> Two Evil Eyes --[release_year]--> 1990
Neg LogProb(↓):   0.919697
Path Entropy(↓):  1.380710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of tom musca
Start Entity:     Tom Musca
Gold Answer:      [['Ang Lee', 'Carol Sobieski', 'James Schamus', 'Vera Blasi', 'Ramón Menéndez', 'Mark Bowden']]
Predicted Ans:    Carol Sobieski
Predicted Path:   Tom Musca --[(INV) written_by]--> Money for Nothing --[written_by]--> Carol Sobieski
Path (Raw):       Tom Musca --[No Operation]--> Tom Musca --[(INV) written_by]--> Money for Nothing --[written_by]--> Carol Sobieski
Neg LogProb(↓):   0.450870
Path Entropy(↓):  1.311008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by bobby farrelly released
Start Entity:     Bobby Farrelly
Gold Answer:      [['1999', '2014']]
Predicted Ans:    2014
Predicted Path:   Bobby Farrelly --[(INV) written_by]--> Dumb and Dumber To --[release_year]--> 2014
Path (Raw):       Bobby Farrelly --[No Operation]--> Bobby Farrelly --[(INV) written_by]--> Dumb and Dumber To --[release_year]--> 2014
Neg LogProb(↓):   0.002585
Path Entropy(↓):  0.017963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film two lovers
Start Entity:     Two Lovers
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Two Lovers --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Path (Raw):       Two Lovers --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Neg LogProb(↓):   3.188406
Path Entropy(↓):  4.664912
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was one sunday afternoon released
Start Entity:     One Sunday Afternoon
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   One Sunday Afternoon --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Path (Raw):       One Sunday Afternoon --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Neg LogProb(↓):   0.530958
Path Entropy(↓):  1.766279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was robert cummings an actor in
Start Entity:     Robert Cummings
Gold Answer:      [['Sleep, My Love', 'Kings Row', 'It Started with Eve', "Princess O'Rourke", 'Dial M for Murder', 'Saboteur']]
Predicted Ans:    It Started with Eve
Predicted Path:   Robert Cummings --[(INV) starred_actors]--> It Started with Eve --[starred_actors]--> Robert Cummings --[(INV) starred_actors]--> It Started with Eve
Path (Raw):       Robert Cummings --[(INV) starred_actors]--> It Started with Eve --[starred_actors]--> Robert Cummings --[(INV) starred_actors]--> It Started with Eve
Neg LogProb(↓):   0.089952
Path Entropy(↓):  0.418264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of city under siege
Start Entity:     City Under Siege
Gold Answer:      [['Jaycee Chan', 'Nicholas Tse', 'Shawn Yue', 'Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   City Under Siege --[directed_by]--> Benny Chan --[(INV) directed_by]--> Who Am I? --[starred_actors]--> Jackie Chan
Path (Raw):       City Under Siege --[directed_by]--> Benny Chan --[(INV) directed_by]--> Who Am I? --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.304742
Path Entropy(↓):  0.608060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the lost thing
Start Entity:     The Lost Thing
Gold Answer:      [['Shaun Tan']]
Predicted Ans:    Shaun Tan
Predicted Path:   The Lost Thing --[directed_by]--> Shaun Tan --[(INV) directed_by]--> The Lost Thing --[directed_by]--> Shaun Tan
Path (Raw):       The Lost Thing --[directed_by]--> Shaun Tan --[(INV) directed_by]--> The Lost Thing --[directed_by]--> Shaun Tan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by charles crichton
Start Entity:     Charles Crichton
Gold Answer:      [['John Cleese']]
Predicted Ans:    Charles Crichton
Predicted Path:   Charles Crichton --[(INV) written_by]--> A Fish Called Wanda --[directed_by]--> Charles Crichton
Path (Raw):       Charles Crichton --[No Operation]--> Charles Crichton --[(INV) written_by]--> A Fish Called Wanda --[directed_by]--> Charles Crichton
Neg LogProb(↓):   0.119658
Path Entropy(↓):  0.402496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by penelope spheeris were released in which years
Start Entity:     Penelope Spheeris
Gold Answer:      [['1998', '1992', '1993', '1996', '2006', '1994', '1981']]
Predicted Ans:    1981
Predicted Path:   Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization --[release_year]--> 1981
Path (Raw):       Penelope Spheeris --[No Operation]--> Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization --[release_year]--> 1981
Neg LogProb(↓):   0.831532
Path Entropy(↓):  1.468335
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in alice upside down also appears in which films
Start Entity:     Alice Upside Down
Gold Answer:      [['Step Up 3D']]
Predicted Ans:    Step Up 3D
Predicted Path:   Alice Upside Down --[starred_actors]--> Alyson Stoner --[(INV) starred_actors]--> Step Up 3D
Path (Raw):       Alice Upside Down --[starred_actors]--> Alyson Stoner --[No Operation]--> Alyson Stoner --[(INV) starred_actors]--> Step Up 3D
Neg LogProb(↓):   0.411474
Path Entropy(↓):  0.639247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with kevin hood
Start Entity:     Kevin Hood
Gold Answer:      [['Jane Austen', 'Sarah Williams']]
Predicted Ans:    Jane Austen
Predicted Path:   Kevin Hood --[(INV) written_by]--> Becoming Jane --[written_by]--> Jane Austen
Path (Raw):       Kevin Hood --[No Operation]--> Kevin Hood --[(INV) written_by]--> Becoming Jane --[written_by]--> Jane Austen
Neg LogProb(↓):   0.016448
Path Entropy(↓):  0.092314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is pacific rim
Start Entity:     Pacific Rim
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Pacific Rim --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Pacific Rim --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.231032
Path Entropy(↓):  2.753184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with matewan fall under
Start Entity:     Matewan
Gold Answer:      [['Family', 'Sport', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Matewan --[written_by]--> John Sayles --[(INV) written_by]--> Amigo --[has_genre]--> Drama
Path (Raw):       Matewan --[written_by]--> John Sayles --[(INV) written_by]--> Amigo --[has_genre]--> Drama
Neg LogProb(↓):   0.498585
Path Entropy(↓):  1.323587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by date movie actors
Start Entity:     Date Movie
Gold Answer:      [['Master P', 'David J. Schow', 'Tom McCarthy', 'Johan Grimonprez', 'Steven E. de Souza', 'Graham Greene', 'Henry Pincus', 'Robert Townsend', 'Preston A. Whitmore II', 'Donald Everett Axinn', 'Michael McCullers', 'John Ridley', 'Adam Herz']]
Predicted Ans:    Preston A. Whitmore II
Predicted Path:   Date Movie --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[written_by]--> Preston A. Whitmore II
Path (Raw):       Date Movie --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[written_by]--> Preston A. Whitmore II
Neg LogProb(↓):   0.000843
Path Entropy(↓):  0.007591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is devil's pass
Start Entity:     Devil's Pass
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Devil's Pass --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Devil's Pass --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.648006
Path Entropy(↓):  3.869648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by kiefer sutherland fall under
Start Entity:     Kiefer Sutherland
Gold Answer:      [['Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Kiefer Sutherland --[(INV) starred_actors]--> Bright Lights, Big City --[has_genre]--> Drama
Path (Raw):       Kiefer Sutherland --[No Operation]--> Kiefer Sutherland --[(INV) starred_actors]--> Bright Lights, Big City --[has_genre]--> Drama
Neg LogProb(↓):   0.255954
Path Entropy(↓):  0.789488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by frank wedekind were directed by who
Start Entity:     Frank Wedekind
Gold Answer:      [['Hilary Brougher', 'Georg Wilhelm Pabst', 'Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Frank Wedekind --[(INV) written_by]--> Innocence --[directed_by]--> Paul Cox
Path (Raw):       Frank Wedekind --[No Operation]--> Frank Wedekind --[(INV) written_by]--> Innocence --[directed_by]--> Paul Cox
Neg LogProb(↓):   0.139742
Path Entropy(↓):  0.389433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films the prowler are written by who
Start Entity:     The Prowler
Gold Answer:      [['Fritz Lang', 'Evan Jones', 'Tom Stoppard', 'George Tabori', 'Marco Denevi', 'Henrik Ibsen', 'Robert Shaw', 'Tennessee Williams', 'Chuck Norris', "Peter O'Donnell", 'Jim Holdaway', 'Nicholas Mosley', 'Stanley Ellin', 'Thomas Wiseman', 'Joseph Losey', 'Barry England', 'Hugo Butler', 'Thea von Harbou', 'James Hadley Chase', 'Robin Maugham', 'Harold Pinter']]
Predicted Ans:    Fritz Lang
Predicted Path:   The Prowler --[directed_by]--> Joseph Losey --[(INV) directed_by]--> M --[written_by]--> Fritz Lang
Path (Raw):       The Prowler --[directed_by]--> Joseph Losey --[(INV) directed_by]--> M --[written_by]--> Fritz Lang
Neg LogProb(↓):   0.461857
Path Entropy(↓):  0.802171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film blue juice
Start Entity:     Blue Juice
Gold Answer:      [['1980', '1946', '2008', '2003', '2006', '2015', '1998', '2009', '2010', '1994', '2014', '2001', '1996', '2002', '2012', '2011', '2013', '1997', '2005', '1999']]
Predicted Ans:    1999
Predicted Path:   Blue Juice --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Eye of the Beholder --[release_year]--> 1999
Path (Raw):       Blue Juice --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Eye of the Beholder --[release_year]--> 1999
Neg LogProb(↓):   1.240710
Path Entropy(↓):  1.667342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is raise your voice
Start Entity:     Raise Your Voice
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Raise Your Voice --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Raise Your Voice --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.000101
Path Entropy(↓):  0.001241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by maarten spanjer
Start Entity:     Maarten Spanjer
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Maarten Spanjer --[(INV) starred_actors]--> Spetters --[in_language]--> Dutch
Path (Raw):       Maarten Spanjer --[No Operation]--> Maarten Spanjer --[(INV) starred_actors]--> Spetters --[in_language]--> Dutch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with i am legend in
Start Entity:     I Am Legend
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   I Am Legend --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Bad Boys --[in_language]--> Finnish
Path (Raw):       I Am Legend --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Bad Boys --[in_language]--> Finnish
Neg LogProb(↓):   0.016732
Path Entropy(↓):  0.094618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by john marsden
Start Entity:     John Marsden
Gold Answer:      [['Lincoln Lewis', 'Caitlin Stasey']]
Predicted Ans:    Lincoln Lewis
Predicted Path:   John Marsden --[(INV) written_by]--> Tomorrow, When the War Began --[starred_actors]--> Lincoln Lewis
Path (Raw):       John Marsden --[No Operation]--> John Marsden --[(INV) written_by]--> Tomorrow, When the War Began --[starred_actors]--> Lincoln Lewis
Neg LogProb(↓):   0.012712
Path Entropy(↓):  0.067772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Pride of the marines, when was it released
Start Entity:     Pride of the Marines
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Pride of the Marines --[release_year]--> 1945 --[(INV) release_year]--> Dakota --[release_year]--> 1945
Path (Raw):       Pride of the Marines --[release_year]--> 1945 --[(INV) release_year]--> Dakota --[release_year]--> 1945
Neg LogProb(↓):   2.843684
Path Entropy(↓):  3.906619
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of willow is also the director of which films
Start Entity:     Willow
Gold Answer:      [['Cocoon', 'The Dilemma', 'Grand Theft Auto', 'Splash', 'Rush', 'A Beautiful Mind', 'Backdraft', 'Night Shift', 'Parenthood', 'Ransom', 'The Missing', 'The Paper', 'Cinderella Man', 'Far and Away', 'Apollo 13', 'Frost/Nixon', 'The Da Vinci Code', 'Gung Ho']]
Predicted Ans:    Apollo 13
Predicted Path:   Willow --[directed_by]--> Ron Howard --[(INV) directed_by]--> Apollo 13
Path (Raw):       Willow --[directed_by]--> Ron Howard --[(INV) directed_by]--> Apollo 13 --[No Operation]--> Apollo 13
Neg LogProb(↓):   1.081157
Path Entropy(↓):  1.775784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of rodney bingenheimer acted films
Start Entity:     Rodney Bingenheimer
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Rodney Bingenheimer --[(INV) starred_actors]--> Mayor of the Sunset Strip --[release_year]--> 2003
Path (Raw):       Rodney Bingenheimer --[No Operation]--> Rodney Bingenheimer --[(INV) starred_actors]--> Mayor of the Sunset Strip --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed salvador
Start Entity:     Salvador
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Salvador --[directed_by]--> Oliver Stone --[(INV) directed_by]--> South of the Border --[directed_by]--> Oliver Stone
Path (Raw):       Salvador --[directed_by]--> Oliver Stone --[(INV) directed_by]--> South of the Border --[directed_by]--> Oliver Stone
Neg LogProb(↓):   0.589606
Path Entropy(↓):  0.939686
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by kinsey actors
Start Entity:     Kinsey
Gold Answer:      [['Richard Attenborough', 'Eric Blakeney', 'Robert Wise', 'James Foley', 'Jan de Bont', 'Stephen Herek', 'Richard Eyre', 'Kimberly Peirce', 'Clint Eastwood', 'Paul Haggis', 'Paul Brickman', 'Rawson Marshall Thurber', 'Frank Marshall', 'Antonia Bird', 'Scott Frank', 'Dino Risi', 'Graeme Clifford', 'Ray Lawrence', 'Tamara Jenkins', 'Sam Mendes', 'Gary Sinyor', 'John Madden', 'Barry Levinson', 'Robert Mandel', 'Martin Campbell', 'Karl Freund', 'Michael Apted', 'Buddy Van Horn', 'David Seltzer', 'Robert Altman', 'Kelly Reichardt', 'Simon Brand', 'Christopher Nolan', 'Jonathan Liebesman', 'Gillies MacKinnon', 'Greg MacGillivray', 'Seth MacFarlane', 'Joe Carnahan', 'Simon Moore', 'Leonard Nimoy', 'Pierre Morel', 'Robert Schwentke', 'Neil Jordan', 'Sam Raimi', 'Peter Weir', 'Kenneth Lonergan', 'Roger Michell', 'Gregory Hoblit', 'Atom Egoyan', 'Steven Spielberg', 'Olivier Megaton', 'Vicente Aranda', 'Rob Morrow', 'Dylan Kidd', 'Richard Pearce', 'Richard Lester', 'Peter Yates', 'Rob Epstein', 'Stephen Hopkins', 'Wayne Wang', 'Peter Lepeniotis', 'Martin Brest', 'Jeffrey Friedman', 'Arthur Penn', 'Scott Derrickson', 'Dirk Shafer', 'David Von Ancken', 'Barbet Schroeder', 'John Irvin', 'Billy Ray']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Kinsey --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> Atom Egoyan
Path (Raw):       Kinsey --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[directed_by]--> Atom Egoyan
Neg LogProb(↓):   0.932457
Path Entropy(↓):  2.137303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the brother from another planet were released in which years
Start Entity:     The Brother from Another Planet
Gold Answer:      [['1980', '1970', '1992', '1979', '2007', '2010', '2004', '1982', '1994', '1983', '1989', '1996', '2002', '1981', '2013', '1988', '1997', '1991', '1999', '1987']]
Predicted Ans:    2010
Predicted Path:   The Brother from Another Planet --[written_by]--> John Sayles --[(INV) written_by]--> Amigo --[release_year]--> 2010
Path (Raw):       The Brother from Another Planet --[written_by]--> John Sayles --[(INV) written_by]--> Amigo --[release_year]--> 2010
Neg LogProb(↓):   1.190010
Path Entropy(↓):  2.133829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by firdous bamji
Start Entity:     Firdous Bamji
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Firdous Bamji --[(INV) starred_actors]--> The War Within --[release_year]--> 2005
Path (Raw):       Firdous Bamji --[No Operation]--> Firdous Bamji --[(INV) starred_actors]--> The War Within --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film maximum overdrive are written by who
Start Entity:     Maximum Overdrive
Gold Answer:      [['John Fusco', 'Alex Cox', 'Joel Schumacher', 'James Agee', 'Robert Sheckley', 'Calder Willingham', 'Emilio Estevez', 'Tad Mosel', 'David McCumber', 'S.E. Hinton', 'Leonard Freeman', 'John Hughes', 'Harry Spalding', 'Jim Kouf', 'Gene Quintano']]
Predicted Ans:    Emilio Estevez
Predicted Path:   Maximum Overdrive --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now --[written_by]--> Emilio Estevez
Path (Raw):       Maximum Overdrive --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now --[written_by]--> Emilio Estevez
Neg LogProb(↓):   0.712152
Path Entropy(↓):  1.690102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did lynne ramsay direct
Start Entity:     Lynne Ramsay
Gold Answer:      [['Morvern Callar', 'We Need to Talk About Kevin', 'Ratcatcher']]
Predicted Ans:    Morvern Callar
Predicted Path:   Lynne Ramsay --[(INV) directed_by]--> Morvern Callar --[directed_by]--> Lynne Ramsay --[(INV) directed_by]--> Morvern Callar
Path (Raw):       Lynne Ramsay --[(INV) directed_by]--> Morvern Callar --[directed_by]--> Lynne Ramsay --[(INV) directed_by]--> Morvern Callar
Neg LogProb(↓):   0.883720
Path Entropy(↓):  1.757933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the big heat starred which actors
Start Entity:     The Big Heat
Gold Answer:      [['Gloria Grahame', 'Glenn Ford']]
Predicted Ans:    Glenn Ford
Predicted Path:   The Big Heat --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Path (Raw):       The Big Heat --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Neg LogProb(↓):   0.042728
Path Entropy(↓):  0.212933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did goran ragnerstam star in
Start Entity:     Göran Ragnerstam
Gold Answer:      [['Kopps']]
Predicted Ans:    Kopps
Predicted Path:   Göran Ragnerstam --[(INV) starred_actors]--> Kopps --[written_by]--> Josef Fares --[(INV) written_by]--> Kopps
Path (Raw):       Göran Ragnerstam --[(INV) starred_actors]--> Kopps --[written_by]--> Josef Fares --[(INV) written_by]--> Kopps
Neg LogProb(↓):   0.095797
Path Entropy(↓):  0.314514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film tyson
Start Entity:     Tyson
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Tyson --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Tyson --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.247037
Path Entropy(↓):  4.444571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the filth director
Start Entity:     Filth
Gold Answer:      [['Cass Pennant', 'Jon S. Baird']]
Predicted Ans:    Cass Pennant
Predicted Path:   Filth --[directed_by]--> Jon S. Baird --[(INV) directed_by]--> Cass --[written_by]--> Cass Pennant
Path (Raw):       Filth --[directed_by]--> Jon S. Baird --[(INV) directed_by]--> Cass --[written_by]--> Cass Pennant
Neg LogProb(↓):   0.552625
Path Entropy(↓):  0.684033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is get real
Start Entity:     Get Real
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Get Real --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Get Real --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.583109
Path Entropy(↓):  4.608168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the golden child about
Start Entity:     The Golden Child
Gold Answer:      [['michael ritchie', 'eddie murphy']]
Predicted Ans:    michael ritchie
Predicted Path:   The Golden Child --[has_tags]--> michael ritchie --[(INV) has_tags]--> The Golden Child --[has_tags]--> michael ritchie
Path (Raw):       The Golden Child --[has_tags]--> michael ritchie --[(INV) has_tags]--> The Golden Child --[has_tags]--> michael ritchie
Neg LogProb(↓):   0.001667
Path Entropy(↓):  0.012484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by alan mowbray
Start Entity:     Alan Mowbray
Gold Answer:      [['1941', '1938']]
Predicted Ans:    1938
Predicted Path:   Alan Mowbray --[(INV) starred_actors]--> Merrily We Live --[release_year]--> 1938
Path (Raw):       Alan Mowbray --[No Operation]--> Alan Mowbray --[(INV) starred_actors]--> Merrily We Live --[release_year]--> 1938
Neg LogProb(↓):   0.233972
Path Entropy(↓):  0.656226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the squaw man
Start Entity:     The Squaw Man
Gold Answer:      [['Jeanie Macpherson', 'C. Gardner Sullivan', 'Harold Lamb', 'Lyle Saxon', 'Waldemar Young', 'Vincent Lawrence', 'Ernest Haycox', 'Sidney Buchman', 'Ranald MacDougall', 'Edwin Justus Mayer', 'Corydon M. Wassell', 'Wilson Barrett', 'Alan Le May', 'Thelma Strabel', 'Hector Turnbull', 'Fredric M. Frank', 'Bartlett Cormack', 'Vladimir Jabotinsky', 'Eduardo Mignogna', 'James Hilton', 'John Howard Lawson', 'Gladys Unger', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   The Squaw Man --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       The Squaw Man --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.853905
Path Entropy(↓):  2.226023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie sometimes in april starred who
Start Entity:     Sometimes in April
Gold Answer:      [['Oris Erhuero', 'Carole Karemera', 'Idris Elba']]
Predicted Ans:    Idris Elba
Predicted Path:   Sometimes in April --[starred_actors]--> Idris Elba --[(INV) starred_actors]--> Sometimes in April --[starred_actors]--> Idris Elba
Path (Raw):       Sometimes in April --[starred_actors]--> Idris Elba --[(INV) starred_actors]--> Sometimes in April --[starred_actors]--> Idris Elba
Neg LogProb(↓):   0.546326
Path Entropy(↓):  1.219576
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by tara lynne barr
Start Entity:     Tara Lynne Barr
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tara Lynne Barr --[(INV) starred_actors]--> God Bless America --[has_genre]--> Comedy
Path (Raw):       Tara Lynne Barr --[No Operation]--> Tara Lynne Barr --[(INV) starred_actors]--> God Bless America --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by tim hill
Start Entity:     Tim Hill
Gold Answer:      [['Stephen Hillenburg']]
Predicted Ans:    Ross Bagdasarian
Predicted Path:   Tim Hill --[(INV) directed_by]--> Alvin and the Chipmunks --[written_by]--> Ross Bagdasarian
Path (Raw):       Tim Hill --[No Operation]--> Tim Hill --[(INV) directed_by]--> Alvin and the Chipmunks --[written_by]--> Ross Bagdasarian
Neg LogProb(↓):   0.643046
Path Entropy(↓):  0.694814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of bronco billy were directed by who
Start Entity:     Bronco Billy
Gold Answer:      [['Thomas J. Wright']]
Predicted Ans:    Thomas J. Wright
Predicted Path:   Bronco Billy --[written_by]--> Dennis Hackin --[(INV) written_by]--> No Holds Barred --[directed_by]--> Thomas J. Wright
Path (Raw):       Bronco Billy --[written_by]--> Dennis Hackin --[(INV) written_by]--> No Holds Barred --[directed_by]--> Thomas J. Wright
Neg LogProb(↓):   0.009327
Path Entropy(↓):  0.053026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie that uncertain feeling
Start Entity:     That Uncertain Feeling
Gold Answer:      [['W. Somerset Maugham', 'Arthur Hailey', 'Guy Bolton', 'Frank R. Adams', 'André de Lorde', 'Roland Topor', 'Paddy Chayefsky', 'Elizabeth Taylor', 'Barré Lyndon', 'Marie Belloc Lowndes', 'Wilson Collison', 'Vicki Baum', 'Conrad Richter', 'Henry Bataille', 'Ian Dalrymple', 'Gilbert Wakefield', 'Larry McMurtry', 'Jack Schaefer', 'John Steinbeck', 'Robert Marasco', 'Burgess Meredith', 'Roman Polanski', 'Billy Wilder', 'Charles Brackett', 'Walter Reisch', 'Melchior Lengyel', 'Jerzy Kosinski', 'Eugene Solow', 'Sidney Buchman', 'Sonya Levien', 'Mordaunt Shairp', 'Dan Curtis', 'Colin Higgins', 'Samson Raphaelson', 'Daniel Taradash', 'David Ondaatje', 'Donald Ogden Stewart', 'Neil Jordan', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'William Bradford Huie', 'Octave Mirbeau', 'Francis de Croisset', 'Leo McCarey', 'Lillian Hellman', 'Irving Ravetch', 'Mark Steven Johnson', 'William Goldman', 'Arthur Wimperis', 'Peter Straub', 'S.N. Behrman', 'Robert Bloch', 'Annemarie Selinko', 'Horton Foote', 'Robert Anderson', 'Baroness Emmuska Orczy', 'Mary McCarthy', 'Mike Figgis']]
Predicted Ans:    Jack Schaefer
Predicted Path:   That Uncertain Feeling --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Advance to the Rear --[written_by]--> Jack Schaefer
Path (Raw):       That Uncertain Feeling --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Advance to the Rear --[written_by]--> Jack Schaefer
Neg LogProb(↓):   0.958504
Path Entropy(↓):  1.904926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by cheryl dunye
Start Entity:     Cheryl Dunye
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cheryl Dunye --[(INV) directed_by]--> My Baby's Daddy --[has_genre]--> Comedy
Path (Raw):       Cheryl Dunye --[No Operation]--> Cheryl Dunye --[(INV) directed_by]--> My Baby's Daddy --[has_genre]--> Comedy
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor marlee matlin co - starred with who
Start Entity:     Marlee Matlin
Gold Answer:      [['Ryan Kwanten', 'Donnie Wahlberg', 'Kim Coates', 'William Hurt', 'Martin Sheen', 'James Garner', 'Amber Valletta']]
Predicted Ans:    William Hurt
Predicted Path:   Marlee Matlin --[(INV) starred_actors]--> Children of a Lesser God --[starred_actors]--> William Hurt
Path (Raw):       Marlee Matlin --[No Operation]--> Marlee Matlin --[(INV) starred_actors]--> Children of a Lesser God --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.552380
Path Entropy(↓):  0.681687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by a christmas tale writers release
Start Entity:     A Christmas Tale
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   A Christmas Tale --[written_by]--> Arnaud Desplechin --[(INV) written_by]--> Esther Kahn --[release_year]--> 2000
Path (Raw):       A Christmas Tale --[written_by]--> Arnaud Desplechin --[(INV) written_by]--> Esther Kahn --[release_year]--> 2000
Neg LogProb(↓):   0.000151
Path Entropy(↓):  0.001475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of big fan
Start Entity:     Big Fan
Gold Answer:      [['The Comedians of Comedy', 'Higher Learning', 'Ratatouille', "Today's Special", 'The Chaperone', 'Zebrahead', 'The Pallbearer', 'The Dog Problem', 'Assassination of a High School President', 'Bandwagon']]
Predicted Ans:    Ratatouille
Predicted Path:   Big Fan --[starred_actors]--> Patton Oswalt --[(INV) starred_actors]--> Ratatouille
Path (Raw):       Big Fan --[starred_actors]--> Patton Oswalt --[No Operation]--> Patton Oswalt --[(INV) starred_actors]--> Ratatouille
Neg LogProb(↓):   0.087112
Path Entropy(↓):  0.355375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie how stella got her groove back
Start Entity:     How Stella Got Her Groove Back
Gold Answer:      [['Jerry Zucker', 'Walter Hill', 'Clive Donner', 'John Sayles', 'Spike Lee', 'Jack Sholder', 'Richard Benjamin', 'Frank Urson', 'Kathryn Bigelow', 'Wes Craven', 'Emile Ardolino', 'Forest Whitaker', 'Penny Marshall', 'Rip Torn', 'Pupi Avati', 'Franklin J. Schaffner', 'William Malone', 'Steve Rash', 'Hugh Wilson', 'Francis Ford Coppola', 'Herbert Ross', 'Martin Lawrence', 'Tom Holland', 'Mike White', 'Christopher McQuarrie', 'Steven Spielberg', 'John Singleton', 'Ulu Grosbard', 'Robert Zemeckis', 'Richard Pearce', 'David E. Talbert', 'Rick Famuyiwa', 'Malcolm D. Lee', 'Tim Burton', 'Kasi Lemmons', 'Frank Oz', 'Norman Jewison', 'Rob Marshall', 'William Castle', 'Norman Z. McLeod', 'Doug Atchison', 'Rob Reiner', 'Zola Maseko']]
Predicted Ans:    Tim Burton
Predicted Path:   How Stella Got Her Groove Back --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Path (Raw):       How Stella Got Her Groove Back --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Neg LogProb(↓):   1.002579
Path Entropy(↓):  2.006989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film lawn dogs were released in which years
Start Entity:     Lawn Dogs
Gold Answer:      [['1995', '1998', '2009', '2001', '2008', '1990', '2003', '1989', '2010', '1999', '2002', '2014', '2012', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Lawn Dogs --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine --[release_year]--> 2009
Path (Raw):       Lawn Dogs --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine --[release_year]--> 2009
Neg LogProb(↓):   0.942179
Path Entropy(↓):  2.150385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film a piece of the action
Start Entity:     A Piece of the Action
Gold Answer:      [['1980', '1975', '1972', '1990', '1982', '1973', '1974']]
Predicted Ans:    1974
Predicted Path:   A Piece of the Action --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[release_year]--> 1974
Path (Raw):       A Piece of the Action --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[release_year]--> 1974
Neg LogProb(↓):   0.723499
Path Entropy(↓):  1.437575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie three fugitives were released in which years
Start Entity:     Three Fugitives
Gold Answer:      [['1976', '2001', '1992', '1982', '2006']]
Predicted Ans:    1976
Predicted Path:   Three Fugitives --[directed_by]--> Francis Veber --[(INV) directed_by]--> The Toy --[release_year]--> 1976
Path (Raw):       Three Fugitives --[directed_by]--> Francis Veber --[(INV) directed_by]--> The Toy --[release_year]--> 1976
Neg LogProb(↓):   0.423846
Path Entropy(↓):  1.174991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dreamboat are written by who
Start Entity:     Dreamboat
Gold Answer:      [['David Divine', 'Dwight Taylor', 'Samuel Hoffenstein', 'Ivan Moffat', 'Jay Dratler', 'John H. Secondari', 'Richard Sale', 'John Philip Sousa', 'F. Hugh Herbert', 'John Patrick', 'Vera Caspary', 'Gwen Davenport', 'Mary Loos', 'Nigel Balchin', 'Leo McCarey', 'Ewen Montagu']]
Predicted Ans:    John Patrick
Predicted Path:   Dreamboat --[starred_actors]--> Clifton Webb --[(INV) starred_actors]--> Three Coins in the Fountain --[written_by]--> John Patrick
Path (Raw):       Dreamboat --[starred_actors]--> Clifton Webb --[(INV) starred_actors]--> Three Coins in the Fountain --[written_by]--> John Patrick
Neg LogProb(↓):   0.329171
Path Entropy(↓):  0.710682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by petteri nuottimaki were in which languages
Start Entity:     Petteri Nuottimäki
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Petteri Nuottimäki --[(INV) written_by]--> Slim Susie --[in_language]--> Swedish
Path (Raw):       Petteri Nuottimäki --[No Operation]--> Petteri Nuottimäki --[(INV) written_by]--> Slim Susie --[in_language]--> Swedish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie free birds
Start Entity:     Free Birds
Gold Answer:      [['Nelson Gidding', 'Scott Alexander', 'Larry Karaszewski', 'Matthew Cooke', 'Miles Millar', 'Alfred Gough', 'Rhett Reese', 'Ron Shelton', 'Paul Wernick', 'Alessandro Camon', 'Oren Moverman', 'Jeffrey Price', 'Peter S. Seaman', 'Richard Rutowski', 'Quentin Tarantino', 'Wes Anderson', 'Roman Coppola', 'Woody Allen', 'Jason Schwartzman', 'Phil Leeming', 'Oliver Stone', 'James L. Brooks', 'John Heilemann', 'Mark Halperin', 'Scott Cooper', 'Brad Ingelsby', 'Jane Anderson', 'Garrison Keillor', 'Joe Ranft', 'Bonnie Hunt', 'Owen Wilson', 'Terry Ryan', 'Peter Stebbings', 'E. Max Frye', 'Noah Baumbach', 'Neil B. Shulman', 'Stu Zicherman', 'James Ellroy', 'Ben Karlin', 'Danny Strong', 'Jack Engelhard', 'Michael McCullers', 'Zak Penn', 'Guy Moshe', 'Steve Faber', 'Boaz Davidson', 'Bob Fisher', 'Rachel Dratch', 'Brad Anderson', 'Vince Vaughn', 'James Hadley Chase', 'Elmore Leonard', 'Shirley Jackson', 'Pete Jones', 'Jared Stern', 'Seth Rogen', 'Brad Lewis', 'John Lasseter', 'Kristofor Brown', 'Ben Queen', 'Max Evans', 'S.R. Bindler', 'John Hughes', 'Matthew Weiner']]
Predicted Ans:    Ron Shelton
Predicted Path:   Free Birds --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[written_by]--> Ron Shelton
Path (Raw):       Free Birds --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[written_by]--> Ron Shelton
Neg LogProb(↓):   0.533744
Path Entropy(↓):  1.466311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by alex de rakoff
Start Entity:     Alex De Rakoff
Gold Answer:      [['John Luton']]
Predicted Ans:    Alex De Rakoff
Predicted Path:   Alex De Rakoff --[(INV) directed_by]--> Dead Man Running --[written_by]--> Alex De Rakoff
Path (Raw):       Alex De Rakoff --[No Operation]--> Alex De Rakoff --[(INV) directed_by]--> Dead Man Running --[written_by]--> Alex De Rakoff
Neg LogProb(↓):   0.132204
Path Entropy(↓):  0.383726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by chad feehan in
Start Entity:     Chad Feehan
Gold Answer:      [['Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Chad Feehan --[(INV) written_by]--> Paranormal Activity 4 --[has_genre]--> Horror
Path (Raw):       Chad Feehan --[No Operation]--> Chad Feehan --[(INV) written_by]--> Paranormal Activity 4 --[has_genre]--> Horror
Neg LogProb(↓):   0.046625
Path Entropy(↓):  0.185241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie river of no return were released in which years
Start Entity:     River of No Return
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   River of No Return --[written_by]--> Frank Fenton --[(INV) written_by]--> The Saint in London --[release_year]--> 1939
Path (Raw):       River of No Return --[written_by]--> Frank Fenton --[(INV) written_by]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   0.051989
Path Entropy(↓):  0.250898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the number 23 also appears in which films
Start Entity:     The Number 23
Gold Answer:      [['Dumb and Dumber To', 'Batman Forever', 'The Truman Show', 'I Love You Phillip Morris', 'Horton Hears a Who!', 'A Christmas Carol', 'The Majestic', "Mr. Popper's Penguins", "Lemony Snicket's A Series of Unfortunate Events", 'The Cable Guy', 'The Sex and Violence Family Hour', 'Man on the Moon', 'The Mask', 'Yes Man', 'Bruce Almighty', 'Copper Mountain', 'Liar Liar', 'Fun with Dick and Jane', 'Earth Girls Are Easy', 'The Incredible Burt Wonderstone', 'Once Bitten', 'Eternal Sunshine of the Spotless Mind']]
Predicted Ans:    The Majestic
Predicted Path:   The Number 23 --[starred_actors]--> Jim Carrey --[(INV) starred_actors]--> The Majestic
Path (Raw):       The Number 23 --[starred_actors]--> Jim Carrey --[No Operation]--> Jim Carrey --[(INV) starred_actors]--> The Majestic
Neg LogProb(↓):   0.728500
Path Entropy(↓):  1.281522
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of s. darko
Start Entity:     S. Darko
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   S. Darko --[directed_by]--> Chris Fisher --[(INV) directed_by]--> Dirty --[has_genre]--> Drama
Path (Raw):       S. Darko --[directed_by]--> Chris Fisher --[(INV) directed_by]--> Dirty --[has_genre]--> Drama
Neg LogProb(↓):   0.462099
Path Entropy(↓):  0.971208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the human factor
Start Entity:     The Human Factor
Gold Answer:      [['Saint Joan', 'Shakespeare in Love', 'Travels with My Aunt', 'Vatel', 'The Russia House', 'Billy Bathgate', 'Our Man in Havana', 'Enigma', 'Double Take', 'Ministry of Fear', 'The Third Man', 'The Romantic Englishwoman', 'The Fallen Idol', 'The End of the Affair', 'Anna Karenina', 'Confidential Agent', 'Across the Bridge', 'Brighton Rock', 'Went the Day Well?', 'The Fugitive', 'The Quiet American', 'Brazil']]
Predicted Ans:    Enigma
Predicted Path:   The Human Factor --[written_by]--> Tom Stoppard --[(INV) written_by]--> Enigma
Path (Raw):       The Human Factor --[written_by]--> Tom Stoppard --[(INV) written_by]--> Enigma --[No Operation]--> Enigma
Neg LogProb(↓):   1.188787
Path Entropy(↓):  1.397826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by trey callaway release
Start Entity:     Trey Callaway
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Trey Callaway --[(INV) written_by]--> I Still Know What You Did Last Summer --[release_year]--> 1998
Path (Raw):       Trey Callaway --[No Operation]--> Trey Callaway --[(INV) written_by]--> I Still Know What You Did Last Summer --[release_year]--> 1998
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film at the circus
Start Entity:     At the Circus
Gold Answer:      [['Leo Rosten', 'George S. Kaufman', 'Morrie Ryskind', 'Ben Hecht', 'Harry Crane', 'Mannie Manheim', 'Will B. Johnstone', 'James Kevin McGuinness', 'Joseph Fields', 'Roland Kibbee']]
Predicted Ans:    Will B. Johnstone
Predicted Path:   At the Circus --[starred_actors]--> Groucho Marx --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Path (Raw):       At the Circus --[starred_actors]--> Groucho Marx --[(INV) starred_actors]--> Monkey Business --[written_by]--> Will B. Johnstone
Neg LogProb(↓):   0.477474
Path Entropy(↓):  1.073213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film dragons forever
Start Entity:     Dragons Forever
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1983', '1995', '2001', '1990', '2002', '2011', '1988', '1978', '2000', '1997', '2005', '1999', '1986']]
Predicted Ans:    1998
Predicted Path:   Dragons Forever --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Who Am I? --[release_year]--> 1998
Path (Raw):       Dragons Forever --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Who Am I? --[release_year]--> 1998
Neg LogProb(↓):   0.918043
Path Entropy(↓):  1.654669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by georgia engel were released in which years
Start Entity:     Georgia Engel
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Georgia Engel --[(INV) starred_actors]--> The Care Bears Movie --[release_year]--> 1985
Path (Raw):       Georgia Engel --[No Operation]--> Georgia Engel --[(INV) starred_actors]--> The Care Bears Movie --[release_year]--> 1985
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by boris sagal were written by who
Start Entity:     Boris Sagal
Gold Answer:      [['Richard Matheson', 'Anne Frank', 'John William Corrington', 'Albert Hackett', 'Frances Goodrich']]
Predicted Ans:    Frances Goodrich
Predicted Path:   Boris Sagal --[(INV) directed_by]--> The Diary of Anne Frank --[written_by]--> Frances Goodrich
Path (Raw):       Boris Sagal --[No Operation]--> Boris Sagal --[(INV) directed_by]--> The Diary of Anne Frank --[written_by]--> Frances Goodrich
Neg LogProb(↓):   1.329803
Path Entropy(↓):  1.524706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was ryosuke hashiguchi the writer of
Start Entity:     Ryosuke Hashiguchi
Gold Answer:      [['Hush!']]
Predicted Ans:    Hush!
Predicted Path:   Ryosuke Hashiguchi --[(INV) written_by]--> Hush! --[written_by]--> Ryosuke Hashiguchi --[(INV) written_by]--> Hush!
Path (Raw):       Ryosuke Hashiguchi --[(INV) written_by]--> Hush! --[written_by]--> Ryosuke Hashiguchi --[(INV) written_by]--> Hush!
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by keith coogan
Start Entity:     Keith Coogan
Gold Answer:      [['Chris Columbus', 'Alan Brown', 'Robert Shaye']]
Predicted Ans:    Robert Shaye
Predicted Path:   Keith Coogan --[(INV) starred_actors]--> Book of Love --[directed_by]--> Robert Shaye
Path (Raw):       Keith Coogan --[No Operation]--> Keith Coogan --[(INV) starred_actors]--> Book of Love --[directed_by]--> Robert Shaye
Neg LogProb(↓):   0.011481
Path Entropy(↓):  0.070417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the sheltering sky actors
Start Entity:     The Sheltering Sky
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Romance
Predicted Path:   The Sheltering Sky --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[has_genre]--> Romance
Path (Raw):       The Sheltering Sky --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[has_genre]--> Romance
Neg LogProb(↓):   0.811959
Path Entropy(↓):  1.504027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie radio rebel released
Start Entity:     Radio Rebel
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Radio Rebel --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Radio Rebel --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.212471
Path Entropy(↓):  4.261926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by lionel shriver
Start Entity:     Lionel Shriver
Gold Answer:      [['Lynne Ramsay']]
Predicted Ans:    Lynne Ramsay
Predicted Path:   Lionel Shriver --[(INV) written_by]--> We Need to Talk About Kevin --[directed_by]--> Lynne Ramsay
Path (Raw):       Lionel Shriver --[No Operation]--> Lionel Shriver --[(INV) written_by]--> We Need to Talk About Kevin --[directed_by]--> Lynne Ramsay
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does katherine clisby appear in
Start Entity:     Katherine Clisby
Gold Answer:      [['Everything']]
Predicted Ans:    Everything
Predicted Path:   Katherine Clisby --[(INV) starred_actors]--> Everything --[written_by]--> Richard Hawkins --[(INV) written_by]--> Everything
Path (Raw):       Katherine Clisby --[(INV) starred_actors]--> Everything --[written_by]--> Richard Hawkins --[(INV) written_by]--> Everything
Neg LogProb(↓):   0.040394
Path Entropy(↓):  0.167202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in jiminy glick in lalawood
Start Entity:     Jiminy Glick in Lalawood
Gold Answer:      [['Martin Short']]
Predicted Ans:    Martin Short
Predicted Path:   Jiminy Glick in Lalawood --[starred_actors]--> Martin Short --[(INV) starred_actors]--> Captain Ron --[starred_actors]--> Martin Short
Path (Raw):       Jiminy Glick in Lalawood --[starred_actors]--> Martin Short --[(INV) starred_actors]--> Captain Ron --[starred_actors]--> Martin Short
Neg LogProb(↓):   0.344479
Path Entropy(↓):  0.896948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the perfect score
Start Entity:     The Perfect Score
Gold Answer:      [['Michael Maren', 'Ariel Vromen', 'Luc Besson', 'Ben Younger', 'Woody Allen', 'Griffin Dunne', 'Jon Favreau', 'Michael Bay', 'Joss Whedon', 'Jonathan Glazer', 'Adam Kassen', 'Mark Kassen', 'Peter Webber', 'Sofia Coppola', 'Carine Adler', 'Glenn Jordan', 'David Ayer', 'Éva Gárdos', 'Kevin Munroe', 'Gary Winick', 'Robert Pulcini', 'Paul Weitz', 'Shari Springer Berman', 'Brian De Palma', 'Michael Ritchie']]
Predicted Ans:    Michael Bay
Predicted Path:   The Perfect Score --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[directed_by]--> Michael Bay
Path (Raw):       The Perfect Score --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[directed_by]--> Michael Bay
Neg LogProb(↓):   0.231353
Path Entropy(↓):  0.652533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie trippin '
Start Entity:     Trippin'
Gold Answer:      [['Donald Faison', 'Deon Richmond', 'Guy Torry', 'Maia Campbell']]
Predicted Ans:    Donald Faison
Predicted Path:   Trippin' --[starred_actors]--> Donald Faison --[(INV) starred_actors]--> Bachelor Party Vegas --[starred_actors]--> Donald Faison
Path (Raw):       Trippin' --[starred_actors]--> Donald Faison --[(INV) starred_actors]--> Bachelor Party Vegas --[starred_actors]--> Donald Faison
Neg LogProb(↓):   0.119903
Path Entropy(↓):  0.468934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by myles connolly were released in which years
Start Entity:     Myles Connolly
Gold Answer:      [['1952', '1948']]
Predicted Ans:    1948
Predicted Path:   Myles Connolly --[(INV) written_by]--> State of the Union --[release_year]--> 1948
Path (Raw):       Myles Connolly --[No Operation]--> Myles Connolly --[(INV) written_by]--> State of the Union --[release_year]--> 1948
Neg LogProb(↓):   0.050250
Path Entropy(↓):  0.195585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by nicki aycox in
Start Entity:     Nicki Aycox
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Nicki Aycox --[(INV) starred_actors]--> The Girl on the Train --[in_language]--> French
Path (Raw):       Nicki Aycox --[No Operation]--> Nicki Aycox --[(INV) starred_actors]--> The Girl on the Train --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director tony giglio co - directed films with who
Start Entity:     Tony Giglio
Gold Answer:      [['David DeFalco', 'Coline Serreau', 'Hideo Nakata']]
Predicted Ans:    Tony Giglio
Predicted Path:   Tony Giglio --[(INV) directed_by]--> Chaos --[directed_by]--> Tony Giglio
Path (Raw):       Tony Giglio --[No Operation]--> Tony Giglio --[(INV) directed_by]--> Chaos --[directed_by]--> Tony Giglio
Neg LogProb(↓):   0.021407
Path Entropy(↓):  0.111272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose screenwriters also wrote the rainmaker
Start Entity:     The Rainmaker
Gold Answer:      [['1970', '2003', '1959', '1993', '1979', '1974', '1984', '2007', '1998', '1963', '2009', '2004', '1994', '1956', '1983', '1972', '1989', '1996', '2011', '1986', '2013', '1949', '1966', '1969']]
Predicted Ans:    1989
Predicted Path:   The Rainmaker --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> New York Stories --[release_year]--> 1989
Path (Raw):       The Rainmaker --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> New York Stories --[release_year]--> 1989
Neg LogProb(↓):   1.021898
Path Entropy(↓):  2.046201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by edward albee were directed by who
Start Entity:     Edward Albee
Gold Answer:      [['Tony Richardson']]
Predicted Ans:    Tony Richardson
Predicted Path:   Edward Albee --[(INV) written_by]--> A Delicate Balance --[directed_by]--> Tony Richardson
Path (Raw):       Edward Albee --[No Operation]--> Edward Albee --[(INV) written_by]--> A Delicate Balance --[directed_by]--> Tony Richardson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie in my sleep
Start Entity:     In My Sleep
Gold Answer:      [['Ingmar Bergman', 'Bob Clark', 'Tony Bill', 'Glen Morgan']]
Predicted Ans:    Bob Clark
Predicted Path:   In My Sleep --[starred_actors]--> Lacey Chabert --[(INV) starred_actors]--> Black Christmas --[directed_by]--> Bob Clark
Path (Raw):       In My Sleep --[starred_actors]--> Lacey Chabert --[(INV) starred_actors]--> Black Christmas --[directed_by]--> Bob Clark
Neg LogProb(↓):   0.060390
Path Entropy(↓):  0.304585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by jade actors
Start Entity:     Jade
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Jade --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale --[in_language]--> Italian
Path (Raw):       Jade --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale --[in_language]--> Italian
Neg LogProb(↓):   0.000090
Path Entropy(↓):  0.000942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of hulk
Start Entity:     Hulk
Gold Answer:      [['Mandarin', 'French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Hulk --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[in_language]--> English
Path (Raw):       Hulk --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[in_language]--> English
Neg LogProb(↓):   0.166349
Path Entropy(↓):  0.487388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of erased also starred in which films
Start Entity:     Erased
Gold Answer:      [['Suspect Zero', 'The Dark Knight', 'I, Frankenstein', 'The Black Dahlia', 'No Reservations', 'Molly', 'Oblivion', 'Love Happens', 'Rabbit Hole', 'Meet Bill', 'Olympus Has Fallen', 'Paycheck', 'Quantum of Solace', 'The Water Diviner', 'Neverwas', 'In the Company of Men', 'Thank You for Smoking', 'Conversations with Other Women', 'Possession', 'The November Man', 'To the Wonder', 'Trust']]
Predicted Ans:    Possession
Predicted Path:   Erased --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Path (Raw):       Erased --[starred_actors]--> Aaron Eckhart --[No Operation]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Neg LogProb(↓):   0.604477
Path Entropy(↓):  1.130585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by bhoomika chawla in
Start Entity:     Bhoomika Chawla
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Bhoomika Chawla --[(INV) starred_actors]--> Tere Naam --[in_language]--> Hindi
Path (Raw):       Bhoomika Chawla --[No Operation]--> Bhoomika Chawla --[(INV) starred_actors]--> Tere Naam --[in_language]--> Hindi
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of annie hall
Start Entity:     Annie Hall
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jerry Lacy', 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'James Caan', 'Diane Keaton', 'Kristin Griffith', "Patrick O'Neal", 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'John Lithgow', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Bette Midler', 'Nuno Lopes', 'Colin Firth', 'Alan Arkin', 'Mia Farrow', 'Carrie Fisher', 'Elizabeth McGovern', 'Michael Murphy', 'Dudley Moore', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Alec Guinness', 'Sydney Pollack', 'George Segal', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mariel Hemingway
Predicted Path:   Annie Hall --[written_by]--> Marshall Brickman --[(INV) written_by]--> Manhattan --[starred_actors]--> Mariel Hemingway
Path (Raw):       Annie Hall --[written_by]--> Marshall Brickman --[(INV) written_by]--> Manhattan --[starred_actors]--> Mariel Hemingway
Neg LogProb(↓):   1.132440
Path Entropy(↓):  2.023396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of a single shot
Start Entity:     A Single Shot
Gold Answer:      [['Alessandro Nivola', 'Elisabeth Shue', 'Brittany Snow', 'Abigail Breslin', 'John Cho', 'Seth Meyers', 'Jim Piddock']]
Predicted Ans:    William H. Macy
Predicted Path:   A Single Shot --[directed_by]--> David M. Rosenthal --[(INV) directed_by]--> A Single Shot --[starred_actors]--> William H. Macy
Path (Raw):       A Single Shot --[directed_by]--> David M. Rosenthal --[(INV) directed_by]--> A Single Shot --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.067555
Path Entropy(↓):  0.319138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films can be described by laurence olivier
Start Entity:     laurence olivier
Gold Answer:      [['A Little Romance', 'Rebecca', 'Sleuth', 'Richard III', 'Hamlet']]
Predicted Ans:    A Little Romance
Predicted Path:   laurence olivier --[(INV) has_tags]--> A Little Romance --[has_tags]--> george roy hill --[(INV) has_tags]--> A Little Romance
Path (Raw):       laurence olivier --[(INV) has_tags]--> A Little Romance --[has_tags]--> george roy hill --[(INV) has_tags]--> A Little Romance
Neg LogProb(↓):   0.037014
Path Entropy(↓):  0.167496
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film i wake up screaming released
Start Entity:     I Wake Up Screaming
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   I Wake Up Screaming --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       I Wake Up Screaming --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   2.205575
Path Entropy(↓):  3.586455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by evan richards were written by who
Start Entity:     Evan Richards
Gold Answer:      [['Woody Keith', 'Rick Fry']]
Predicted Ans:    Rick Fry
Predicted Path:   Evan Richards --[(INV) starred_actors]--> Society --[written_by]--> Rick Fry
Path (Raw):       Evan Richards --[No Operation]--> Evan Richards --[(INV) starred_actors]--> Society --[written_by]--> Rick Fry
Neg LogProb(↓):   0.019515
Path Entropy(↓):  0.095405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film dear jesse
Start Entity:     Dear Jesse
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Dear Jesse --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       Dear Jesse --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   3.302789
Path Entropy(↓):  4.555628
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by judy tyler in
Start Entity:     Judy Tyler
Gold Answer:      [['Drama', 'Music', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Judy Tyler --[(INV) starred_actors]--> Jailhouse Rock --[has_genre]--> Drama
Path (Raw):       Judy Tyler --[No Operation]--> Judy Tyler --[(INV) starred_actors]--> Jailhouse Rock --[has_genre]--> Drama
Neg LogProb(↓):   0.000184
Path Entropy(↓):  0.001891
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the mating season
Start Entity:     The Mating Season
Gold Answer:      [["The Razor's Edge", 'Barbary Coast', 'The Return of Frank James', 'Heaven Can Wait', 'Trouble in Paradise', 'No Man of Her Own', 'With a Song in My Heart', 'Old Acquaintance', 'The Secret of Convict Lake', 'Pickup on South Street', 'The Ghost and Mrs. Muir', 'Virginia City', "The Stranger's Return", 'The Left Hand of God', 'Design for Living', 'Plymouth Adventure', 'Becky Sharp', 'Rings on Her Fingers', 'The Story of Temple Drake', 'Night and the City', 'Rear Window', 'Belle Starr', 'Pillow Talk', 'The Misfits', 'Birdman of Alcatraz', 'Leave Her to Heaven', 'On the Riviera', 'Black Widow', 'A Bell for Adano', 'Sundown', 'Dragonwyck', 'Daddy Long Legs', 'The Smiling Lieutenant', 'The Shanghai Gesture', 'Where the Sidewalk Ends', 'Laura', 'A Foreign Affair', 'Tobacco Road', 'Whirlpool']]
Predicted Ans:    A Bell for Adano
Predicted Path:   The Mating Season --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano
Path (Raw):       The Mating Season --[starred_actors]--> Gene Tierney --[No Operation]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano
Neg LogProb(↓):   0.531719
Path Entropy(↓):  1.733744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with annie proulx
Start Entity:     Annie Proulx
Gold Answer:      [['Diana Ossana', 'Larry McMurtry']]
Predicted Ans:    Annie Proulx
Predicted Path:   Annie Proulx --[(INV) written_by]--> The Shipping News --[written_by]--> Annie Proulx
Path (Raw):       Annie Proulx --[No Operation]--> Annie Proulx --[(INV) written_by]--> The Shipping News --[written_by]--> Annie Proulx
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in fear and loathing in las vegas
Start Entity:     Fear and Loathing in Las Vegas
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Carol Sobieski', 'Linda Woolverton', 'Max D. Adams', 'Allan Knee', 'Dick Clement', 'Ian La Frenais', 'Rudolph Grey', 'Paul Attanasio', 'Gregory McDonald', 'Gore Verbinski', 'Allan Loeb', 'Kyril Bonfiglioli', 'Friedrich Dürrenmatt', 'David Koepp', 'David Magee', 'Bruce Robinson', 'Rand Ravich', 'Stephen Jeffreys', 'Joseph D. Pistone', 'Richard Woodley', 'Hunter S. Thompson', 'John Waters', 'Eric Aronson', 'Johnny Depp', 'Ramón Menéndez', 'Jim Jarmusch', 'Tom Musca', 'Mark Bowden', 'Stephen Gaghan', 'Andrew Kevin Walker', 'Kevin Yagher', 'Gordon Mitchell', 'Alan Wenkus', 'Ken Segall', 'Christopher McQuarrie', 'Emir Kusturica', 'Jack Paglen', 'Roald Dahl', 'Tim Burton', 'Julian Schnabel', 'Peter Hedges', 'Stephen King', 'Robert Rodriguez', 'Lord Byron', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'David Self', 'Jeremy Leven', 'Washington Irving', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    David Self
Predicted Path:   Fear and Loathing in Las Vegas --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[written_by]--> David Self
Path (Raw):       Fear and Loathing in Las Vegas --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[written_by]--> David Self
Neg LogProb(↓):   0.098530
Path Entropy(↓):  0.485588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed sgt. bilko
Start Entity:     Sgt. Bilko
Gold Answer:      [['Emily Blunt', 'Nancy Travis', 'Bruce Willis', 'Marisa Tomei', 'Tim Curry', 'Joe Don Baker', 'Eileen Brennan', 'Eddie Murphy', "Olivia d'Abo", 'Eric Idle', 'Robbie Coltrane', 'Janet Suzman', 'Camille Coduri', 'Christopher Lloyd', 'Michael Clarke Duncan', 'Mitchell Whitfield', 'Ralph Macchio', 'Rupert Grint', 'Bill Nighy', 'Kirk Douglas', 'Michael J. Fox', 'Lane Smith', 'Matthew Perry', 'Sheryl Lee Ralph', 'Madeline Kahn', 'Joe Pesci']]
Predicted Ans:    Bill Nighy
Predicted Path:   Sgt. Bilko --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> Wild Target --[starred_actors]--> Bill Nighy
Path (Raw):       Sgt. Bilko --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> Wild Target --[starred_actors]--> Bill Nighy
Neg LogProb(↓):   0.035657
Path Entropy(↓):  0.180285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of defending your life
Start Entity:     Defending Your Life
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Defending Your Life --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Lost in America --[has_genre]--> Comedy
Path (Raw):       Defending Your Life --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Lost in America --[has_genre]--> Comedy
Neg LogProb(↓):   0.322279
Path Entropy(↓):  0.633947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film days and clouds starred which actors
Start Entity:     Days and Clouds
Gold Answer:      [['Margherita Buy', 'Antonio Albanese']]
Predicted Ans:    Margherita Buy
Predicted Path:   Days and Clouds --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> A Five Star Life --[starred_actors]--> Margherita Buy
Path (Raw):       Days and Clouds --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> A Five Star Life --[starred_actors]--> Margherita Buy
Neg LogProb(↓):   0.040775
Path Entropy(↓):  0.187820
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of battle for haditha
Start Entity:     Battle for Haditha
Gold Answer:      [['Nick Broomfield']]
Predicted Ans:    Nick Broomfield
Predicted Path:   Battle for Haditha --[written_by]--> Nick Broomfield --[(INV) written_by]--> Fetishes --[starred_actors]--> Nick Broomfield
Path (Raw):       Battle for Haditha --[written_by]--> Nick Broomfield --[(INV) written_by]--> Fetishes --[starred_actors]--> Nick Broomfield
Neg LogProb(↓):   0.000802
Path Entropy(↓):  0.006515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by chris parnell release
Start Entity:     Chris Parnell
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Chris Parnell --[(INV) starred_actors]--> Labor Pains --[release_year]--> 2009
Path (Raw):       Chris Parnell --[No Operation]--> Chris Parnell --[(INV) starred_actors]--> Labor Pains --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by danny masterson
Start Entity:     Danny Masterson
Gold Answer:      [['Jordan Galland', 'Ellie Kanner', 'Gregg Araki']]
Predicted Ans:    Jordan Galland
Predicted Path:   Danny Masterson --[(INV) starred_actors]--> Alter Egos --[directed_by]--> Jordan Galland
Path (Raw):       Danny Masterson --[No Operation]--> Danny Masterson --[(INV) starred_actors]--> Alter Egos --[directed_by]--> Jordan Galland
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the vampire lovers
Start Entity:     The Vampire Lovers
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Vampire Lovers --[written_by]--> Sheridan Le Fanu --[(INV) written_by]--> The Blood Spattered Bride --[has_genre]--> Horror
Path (Raw):       The Vampire Lovers --[written_by]--> Sheridan Le Fanu --[(INV) written_by]--> The Blood Spattered Bride --[has_genre]--> Horror
Neg LogProb(↓):   0.218697
Path Entropy(↓):  0.629415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the hard way
Start Entity:     The Hard Way
Gold Answer:      [['1944', '1959', '1993', '1985', '1979', '1941', '1977', '1939', '1947', '1994', '1931', '1943', '1983', '1995', '1948', '1990', '1942', '1981', '1961', '1949', '1950', '1987', '1986']]
Predicted Ans:    1942
Predicted Path:   The Hard Way --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[release_year]--> 1942
Path (Raw):       The Hard Way --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[release_year]--> 1942
Neg LogProb(↓):   0.704503
Path Entropy(↓):  1.511586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the goin'south director release
Start Entity:     Goin' South
Gold Answer:      [['1971', '1990']]
Predicted Ans:    1978
Predicted Path:   Goin' South --[directed_by]--> Jack Nicholson --[(INV) directed_by]--> Goin' South --[release_year]--> 1978
Path (Raw):       Goin' South --[directed_by]--> Jack Nicholson --[(INV) directed_by]--> Goin' South --[release_year]--> 1978
Neg LogProb(↓):   0.743489
Path Entropy(↓):  0.998652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie twins
Start Entity:     Twins
Gold Answer:      [['Jerry Zucker', 'Walter Hill', 'Marshall Herskovitz', 'Scott Alexander', 'Larry Karaszewski', 'Peter Hyams', 'Paul Michael Glaser', 'Ivan Reitman', 'Joseph Anthony', 'Richard Fleischer', 'John Milius', 'James Cameron', 'Bob Rafelson', 'Lewis Teague', 'Barry Levinson', 'Jeremy Joe Kronsberg', 'David Mamet', 'Brian Koppelman', 'David Levien', 'James L. Brooks', 'Penny Marshall', 'Mikael Håfström', 'Chuck Russell', 'John Whitesell', 'Roger Spottiswoode', 'Anthony Mann', 'Barry Sonnenfeld', 'Richard LaGravenese', 'Andrew Davis', 'Francis Ford Coppola', 'Jake Paltrow', 'Danny DeVito', 'Sam Weisman', 'Marcus Nispel', 'Jim Abrahams', 'George Butler', 'Robert Zemeckis', 'Alfred Hitchcock', 'Hal Needham', 'David Zucker', 'Tim Burton', 'David Ayer', 'John McTiernan', 'Brian Levant', 'Len Wiseman', 'Mark L. Lester', 'Norman Jewison', 'Patrick Hughes', 'Paul Verhoeven', 'John Irvin', 'Brian De Palma']]
Predicted Ans:    Walter Hill
Predicted Path:   Twins --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Path (Raw):       Twins --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.765173
Path Entropy(↓):  1.260980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of just pals
Start Entity:     Just Pals
Gold Answer:      [['John Ford']]
Predicted Ans:    John Ford
Predicted Path:   Just Pals --[directed_by]--> John Ford --[(INV) directed_by]--> Four Men and a Prayer --[directed_by]--> John Ford
Path (Raw):       Just Pals --[directed_by]--> John Ford --[(INV) directed_by]--> Four Men and a Prayer --[directed_by]--> John Ford
Neg LogProb(↓):   1.501150
Path Entropy(↓):  2.311363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the man who loved women in a few words
Start Entity:     The Man Who Loved Women
Gold Answer:      [['bd-r', 'françois truffaut']]
Predicted Ans:    bd-r
Predicted Path:   The Man Who Loved Women --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Man Who Loved Women --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.228608
Path Entropy(↓):  0.573890
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the boston strangler
Start Entity:     The Boston Strangler
Gold Answer:      [["I'll Cry Tomorrow"]]
Predicted Ans:    I'll Cry Tomorrow
Predicted Path:   The Boston Strangler --[written_by]--> Gerold Frank --[(INV) written_by]--> I'll Cry Tomorrow
Path (Raw):       The Boston Strangler --[written_by]--> Gerold Frank --[(INV) written_by]--> I'll Cry Tomorrow --[No Operation]--> I'll Cry Tomorrow
Neg LogProb(↓):   0.000592
Path Entropy(↓):  0.005322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the net
Start Entity:     The Net
Gold Answer:      [['Murder at 1600', 'Speed', 'Hope Floats', 'Forces of Nature', 'Gravity', 'The Proposal', 'In Love and War', 'Two Weeks Notice', 'Murder by Numbers', 'Crash', 'The Blind Side', 'Cypher', 'Happy, Texas', 'Miss Congeniality', 'Two If by Sea', 'The Misadventures of Margaret', 'Practical Magic', 'While You Were Sleeping', 'A Time to Kill', 'Gloria', 'All About Steve', 'Joe Dirt', 'Love Potion No. 9', '28 Days', 'The Heat', 'Infamous', 'The Thing Called Love', 'The Lake House', 'Divine Secrets of the Ya-Ya Sisterhood', 'Wrestling Ernest Hemingway', 'Guy X', 'Bordello of Blood', 'Premonition']]
Predicted Ans:    Crash
Predicted Path:   The Net --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash
Path (Raw):       The Net --[starred_actors]--> Sandra Bullock --[No Operation]--> Sandra Bullock --[(INV) starred_actors]--> Crash
Neg LogProb(↓):   0.573537
Path Entropy(↓):  1.568023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the high heels director
Start Entity:     High Heels
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   High Heels --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Path (Raw):       High Heels --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Neg LogProb(↓):   0.207055
Path Entropy(↓):  0.530487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by 5x2 writers
Start Entity:     5x2
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   5x2 --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[in_language]--> French
Path (Raw):       5x2 --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[in_language]--> French
Neg LogProb(↓):   0.050813
Path Entropy(↓):  0.211785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film grumpy old men were in which genres
Start Entity:     Grumpy Old Men
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Grumpy Old Men --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[has_genre]--> Comedy
Path (Raw):       Grumpy Old Men --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[has_genre]--> Comedy
Neg LogProb(↓):   0.091384
Path Entropy(↓):  0.357468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director jacques demy co - directed movies with who
Start Entity:     Jacques Demy
Gold Answer:      [['Rainer Werner Fassbinder', 'Richard Donner']]
Predicted Ans:    Jacques Demy
Predicted Path:   Jacques Demy --[(INV) directed_by]--> Donkey Skin --[directed_by]--> Jacques Demy
Path (Raw):       Jacques Demy --[No Operation]--> Jacques Demy --[(INV) directed_by]--> Donkey Skin --[directed_by]--> Jacques Demy
Neg LogProb(↓):   0.175143
Path Entropy(↓):  0.571288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films starred by the crowded sky actors
Start Entity:     The Crowded Sky
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Crowded Sky --[starred_actors]--> Dana Andrews --[(INV) starred_actors]--> The North Star --[has_genre]--> War
Path (Raw):       The Crowded Sky --[starred_actors]--> Dana Andrews --[(INV) starred_actors]--> The North Star --[has_genre]--> War
Neg LogProb(↓):   0.951115
Path Entropy(↓):  1.879897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie beyond rangoon are written by who
Start Entity:     Beyond Rangoon
Gold Answer:      [['Andrew Davies', 'John le Carré', 'Donald E. Westlake', 'Clyde Bruckman', 'Ann Peacock', 'Rospo Pallenberg', 'Buster Keaton', 'Al Boasberg', 'Thomas Malory', 'Antjie Krog', 'Charles Henry Smith', 'James Dickey', 'Fred Cavayé', 'George Tabori', 'John Boorman', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Donald E. Westlake
Predicted Path:   Beyond Rangoon --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[written_by]--> Donald E. Westlake
Path (Raw):       Beyond Rangoon --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[written_by]--> Donald E. Westlake
Neg LogProb(↓):   0.282082
Path Entropy(↓):  0.696403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by andrew robinson
Start Entity:     Andrew Robinson
Gold Answer:      [['George P. Cosmatos', 'Don Siegel']]
Predicted Ans:    George P. Cosmatos
Predicted Path:   Andrew Robinson --[(INV) starred_actors]--> Cobra --[directed_by]--> George P. Cosmatos
Path (Raw):       Andrew Robinson --[No Operation]--> Andrew Robinson --[(INV) starred_actors]--> Cobra --[directed_by]--> George P. Cosmatos
Neg LogProb(↓):   0.000809
Path Entropy(↓):  0.006625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed prowl
Start Entity:     Prowl
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Prowl --[directed_by]--> Patrik Syversen --[(INV) directed_by]--> Manhunt --[has_genre]--> Horror
Path (Raw):       Prowl --[directed_by]--> Patrik Syversen --[(INV) directed_by]--> Manhunt --[has_genre]--> Horror
Neg LogProb(↓):   0.399036
Path Entropy(↓):  0.633492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by stephen weeks were written by who
Start Entity:     Stephen Weeks
Gold Answer:      [['Robert Louis Stevenson']]
Predicted Ans:    Robert Louis Stevenson
Predicted Path:   Stephen Weeks --[(INV) directed_by]--> I, Monster --[written_by]--> Robert Louis Stevenson
Path (Raw):       Stephen Weeks --[No Operation]--> Stephen Weeks --[(INV) directed_by]--> I, Monster --[written_by]--> Robert Louis Stevenson
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed showdown in little tokyo
Start Entity:     Showdown in Little Tokyo
Gold Answer:      [['Mark L. Lester']]
Predicted Ans:    Mark L. Lester
Predicted Path:   Showdown in Little Tokyo --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Firestarter --[directed_by]--> Mark L. Lester
Path (Raw):       Showdown in Little Tokyo --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Firestarter --[directed_by]--> Mark L. Lester
Neg LogProb(↓):   0.046986
Path Entropy(↓):  0.191348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jim hutton were in which genres
Start Entity:     Jim Hutton
Gold Answer:      [['War', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jim Hutton --[(INV) starred_actors]--> Bachelor in Paradise --[has_genre]--> Comedy
Path (Raw):       Jim Hutton --[No Operation]--> Jim Hutton --[(INV) starred_actors]--> Bachelor in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.768697
Path Entropy(↓):  1.155441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in broken city
Start Entity:     Broken City
Gold Answer:      [['Romance', 'Family', 'Music', 'Sport', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Broken City --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       Broken City --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   1.026228
Path Entropy(↓):  1.164585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the dance of reality were in which genres
Start Entity:     The Dance of Reality
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   The Dance of Reality --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[has_genre]--> Drama
Path (Raw):       The Dance of Reality --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[has_genre]--> Drama
Neg LogProb(↓):   0.035579
Path Entropy(↓):  0.158549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie live from baghdad were in which languages
Start Entity:     Live from Baghdad
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Live from Baghdad --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[in_language]--> Icelandic
Path (Raw):       Live from Baghdad --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[in_language]--> Icelandic
Neg LogProb(↓):   0.001211
Path Entropy(↓):  0.009505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film swing vote
Start Entity:     Swing Vote
Gold Answer:      [['Joshua Michael Stern']]
Predicted Ans:    Joshua Michael Stern
Predicted Path:   Swing Vote --[written_by]--> Joshua Michael Stern --[(INV) written_by]--> Swing Vote --[written_by]--> Joshua Michael Stern
Path (Raw):       Swing Vote --[written_by]--> Joshua Michael Stern --[(INV) written_by]--> Swing Vote --[written_by]--> Joshua Michael Stern
Neg LogProb(↓):   0.004773
Path Entropy(↓):  0.030211
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does douglas hodge appear in
Start Entity:     Douglas Hodge
Gold Answer:      [["Salome's Last Dance"]]
Predicted Ans:    Salome's Last Dance
Predicted Path:   Douglas Hodge --[(INV) starred_actors]--> Salome's Last Dance --[starred_actors]--> Douglas Hodge --[(INV) starred_actors]--> Salome's Last Dance
Path (Raw):       Douglas Hodge --[(INV) starred_actors]--> Salome's Last Dance --[starred_actors]--> Douglas Hodge --[(INV) starred_actors]--> Salome's Last Dance
Neg LogProb(↓):   0.024882
Path Entropy(↓):  0.115368
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the steel helmet also wrote movies
Start Entity:     The Steel Helmet
Gold Answer:      [['The Big Red One', 'Underworld U.S.A.', 'Fixed Bayonets!', 'The Baron of Arizona', 'Shock Corridor', 'Verboten!', 'The Crimson Kimono', 'The Naked Kiss', 'Scandal Sheet', 'House of Bamboo', 'Run of the Arrow', "Merrill's Marauders", 'White Dog', 'Pickup on South Street', 'The Deadly Trackers', 'I Shot Jesse James', 'Park Row', 'Forty Guns']]
Predicted Ans:    Underworld U.S.A.
Predicted Path:   The Steel Helmet --[written_by]--> Samuel Fuller --[(INV) written_by]--> Underworld U.S.A.
Path (Raw):       The Steel Helmet --[written_by]--> Samuel Fuller --[(INV) written_by]--> Underworld U.S.A. --[No Operation]--> Underworld U.S.A.
Neg LogProb(↓):   1.082785
Path Entropy(↓):  1.652578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by craig rosenberg starred which actors
Start Entity:     Craig Rosenberg
Gold Answer:      [['Demi Moore']]
Predicted Ans:    Demi Moore
Predicted Path:   Craig Rosenberg --[(INV) written_by]--> Half Light --[starred_actors]--> Demi Moore
Path (Raw):       Craig Rosenberg --[No Operation]--> Craig Rosenberg --[(INV) written_by]--> Half Light --[starred_actors]--> Demi Moore
Neg LogProb(↓):   0.000458
Path Entropy(↓):  0.003995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by thomas carter were in which genres
Start Entity:     Thomas Carter
Gold Answer:      [['Music', 'Sport', 'Drama', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Thomas Carter --[(INV) directed_by]--> Coach Carter --[has_genre]--> Drama
Path (Raw):       Thomas Carter --[No Operation]--> Thomas Carter --[(INV) directed_by]--> Coach Carter --[has_genre]--> Drama
Neg LogProb(↓):   0.045141
Path Entropy(↓):  0.186055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by dennis weaver
Start Entity:     Dennis Weaver
Gold Answer:      [['Steven Spielberg', 'Vic Morrow', 'Ralph Nelson', 'Robert Montgomery']]
Predicted Ans:    Robert Montgomery
Predicted Path:   Dennis Weaver --[(INV) starred_actors]--> The Gallant Hours --[directed_by]--> Robert Montgomery
Path (Raw):       Dennis Weaver --[No Operation]--> Dennis Weaver --[(INV) starred_actors]--> The Gallant Hours --[directed_by]--> Robert Montgomery
Neg LogProb(↓):   0.736849
Path Entropy(↓):  0.921208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by faye dunaway in
Start Entity:     Faye Dunaway
Gold Answer:      [['Western', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Faye Dunaway --[(INV) starred_actors]--> Eyes of Laura Mars --[has_genre]--> Thriller
Path (Raw):       Faye Dunaway --[No Operation]--> Faye Dunaway --[(INV) starred_actors]--> Eyes of Laura Mars --[has_genre]--> Thriller
Neg LogProb(↓):   0.537979
Path Entropy(↓):  1.039948
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of bhaag milkha bhaag
Start Entity:     Bhaag Milkha Bhaag
Gold Answer:      [['Saawariya', 'Raanjhanaa', 'Luck by Chance', 'Karthik Calling Karthik', 'Delhi-6']]
Predicted Ans:    Comedy
Predicted Path:   Bhaag Milkha Bhaag --[starred_actors]--> Sonam Kapoor --[(INV) starred_actors]--> Delhi-6 --[has_genre]--> Comedy
Path (Raw):       Bhaag Milkha Bhaag --[starred_actors]--> Sonam Kapoor --[(INV) starred_actors]--> Delhi-6 --[has_genre]--> Comedy
Neg LogProb(↓):   0.804976
Path Entropy(↓):  1.555911
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films starred by ruby keeler
Start Entity:     Ruby Keeler
Gold Answer:      [['1934', '1933']]
Predicted Ans:    1934
Predicted Path:   Ruby Keeler --[(INV) starred_actors]--> Flirtation Walk --[release_year]--> 1934
Path (Raw):       Ruby Keeler --[No Operation]--> Ruby Keeler --[(INV) starred_actors]--> Flirtation Walk --[release_year]--> 1934
Neg LogProb(↓):   0.387629
Path Entropy(↓):  0.844112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the reef
Start Entity:     The Reef
Gold Answer:      [['Andy Rodoreda', 'Diana Glenn', 'Maeve Dermody']]
Predicted Ans:    Maeve Dermody
Predicted Path:   The Reef --[written_by]--> Andrew Traucki --[(INV) written_by]--> Black Water --[starred_actors]--> Maeve Dermody
Path (Raw):       The Reef --[written_by]--> Andrew Traucki --[(INV) written_by]--> Black Water --[starred_actors]--> Maeve Dermody
Neg LogProb(↓):   0.693957
Path Entropy(↓):  0.713901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the viking
Start Entity:     The Viking
Gold Answer:      [['1949', '1939', '1944', '1940', '1920', '1945', '1941', '1955', '1931']]
Predicted Ans:    1941
Predicted Path:   The Viking --[starred_actors]--> Donald Crisp --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1941
Path (Raw):       The Viking --[starred_actors]--> Donald Crisp --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1941
Neg LogProb(↓):   1.285868
Path Entropy(↓):  2.489077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in raffles
Start Entity:     Raffles
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Raffles --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Path (Raw):       Raffles --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Neg LogProb(↓):   0.186818
Path Entropy(↓):  0.547294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of jud suß
Start Entity:     Jud Süß
Gold Answer:      [['Veit Harlan']]
Predicted Ans:    Veit Harlan
Predicted Path:   Jud Süß --[written_by]--> Veit Harlan --[(INV) written_by]--> Jud Süß --[directed_by]--> Veit Harlan
Path (Raw):       Jud Süß --[written_by]--> Veit Harlan --[(INV) written_by]--> Jud Süß --[directed_by]--> Veit Harlan
Neg LogProb(↓):   0.131426
Path Entropy(↓):  0.443374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by robin lee graham released
Start Entity:     Robin Lee Graham
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Robin Lee Graham --[(INV) written_by]--> The Dove --[release_year]--> 1974
Path (Raw):       Robin Lee Graham --[No Operation]--> Robin Lee Graham --[(INV) written_by]--> The Dove --[release_year]--> 1974
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film naked violence was directed by who
Start Entity:     Naked Violence
Gold Answer:      [['Fernando Di Leo']]
Predicted Ans:    Fernando Di Leo
Predicted Path:   Naked Violence --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Caliber 9 --[directed_by]--> Fernando Di Leo
Path (Raw):       Naked Violence --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Caliber 9 --[directed_by]--> Fernando Di Leo
Neg LogProb(↓):   0.070315
Path Entropy(↓):  0.248451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of shane connaughton
Start Entity:     Shane Connaughton
Gold Answer:      [['Jim Sheridan', 'Christy Brown']]
Predicted Ans:    Jim Sheridan
Predicted Path:   Shane Connaughton --[(INV) written_by]--> My Left Foot --[written_by]--> Jim Sheridan
Path (Raw):       Shane Connaughton --[No Operation]--> Shane Connaughton --[(INV) written_by]--> My Left Foot --[written_by]--> Jim Sheridan
Neg LogProb(↓):   0.135439
Path Entropy(↓):  0.390061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film heaven is for real
Start Entity:     Heaven Is for Real
Gold Answer:      [['Josh Boone', 'Mike Nichols', 'Ericson Core', 'James Watkins', 'Paul Cox', 'Julie Anne Robinson', 'Jill Sprecher', 'Hilary Brougher', 'Billy Wilder', 'James L. Brooks', 'Simon Brand', 'Richard Linklater', 'David M. Rosenthal', 'Craig Zisk', 'David Koepp', 'Valerie Faris', 'Jonathan Dayton', 'Robert Benton', 'Paul Schrader', 'Michael McCullers', 'Garry Marshall', 'Werner Herzog', 'Sydney Pollack', 'Keith Samples', 'Neil LaBute', 'Sidney Lanfield', 'John Michael McDonagh']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Heaven Is for Real --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Path (Raw):       Heaven Is for Real --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.745745
Path Entropy(↓):  1.791955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of everything put together
Start Entity:     Everything Put Together
Gold Answer:      [['Stay', 'The Kite Runner', 'Finding Neverland', 'Quantum of Solace', 'World War Z', "Monster's Ball", 'Machine Gun Preacher']]
Predicted Ans:    World War Z
Predicted Path:   Everything Put Together --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z
Path (Raw):       Everything Put Together --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z --[No Operation]--> World War Z
Neg LogProb(↓):   0.153151
Path Entropy(↓):  0.544901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by dennis muren
Start Entity:     Dennis Muren
Gold Answer:      [['Alan Rudolph', 'Jack Woods']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Dennis Muren --[(INV) directed_by]--> Equinox --[written_by]--> Alan Rudolph
Path (Raw):       Dennis Muren --[No Operation]--> Dennis Muren --[(INV) directed_by]--> Equinox --[written_by]--> Alan Rudolph
Neg LogProb(↓):   0.000509
Path Entropy(↓):  0.004471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by ram charan were released in which years
Start Entity:     Ram Charan
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Ram Charan --[(INV) starred_actors]--> Magadheera --[release_year]--> 2009
Path (Raw):       Ram Charan --[No Operation]--> Ram Charan --[(INV) starred_actors]--> Magadheera --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with eric bercovici
Start Entity:     Eric Bercovici
Gold Answer:      [['James Lee', 'S.S. Schweitzer', 'Richard Morris']]
Predicted Ans:    Richard Morris
Predicted Path:   Eric Bercovici --[(INV) written_by]--> Change of Habit --[written_by]--> Richard Morris
Path (Raw):       Eric Bercovici --[No Operation]--> Eric Bercovici --[(INV) written_by]--> Change of Habit --[written_by]--> Richard Morris
Neg LogProb(↓):   0.145297
Path Entropy(↓):  0.454040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of xxy
Start Entity:     XXY
Gold Answer:      [['Diego Peretti', 'Àlex Brendemühl', 'Elena Roger', 'Natalia Oreiro']]
Predicted Ans:    Ricardo Darín
Predicted Path:   XXY --[directed_by]--> Lucía Puenzo --[(INV) directed_by]--> XXY --[starred_actors]--> Ricardo Darín
Path (Raw):       XXY --[directed_by]--> Lucía Puenzo --[(INV) directed_by]--> XXY --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.003213
Path Entropy(↓):  0.022174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre of movie is sweetwater
Start Entity:     Sweetwater
Gold Answer:      [['Western', 'Thriller']]
Predicted Ans:    Western
Predicted Path:   Sweetwater --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Sweetwater --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.242099
Path Entropy(↓):  3.012421
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Frozen, when was it released
Start Entity:     Frozen
Gold Answer:      [['2010']]
Predicted Ans:    2013
Predicted Path:   Frozen --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Frozen --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.346683
Path Entropy(↓):  5.051220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by the director of rocky balboa starred who
Start Entity:     Rocky Balboa
Gold Answer:      [['Jason Statham', 'Cynthia Rhodes', 'Dolph Lundgren', 'Armand Assante', 'Talia Shire', 'Burt Young', 'Carl Weathers', 'Finola Hughes', 'Steve Inwood', 'Jet Li', 'Sylvester Stallone', 'John Travolta']]
Predicted Ans:    Burt Young
Predicted Path:   Rocky Balboa --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rocky II --[starred_actors]--> Burt Young
Path (Raw):       Rocky Balboa --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rocky II --[starred_actors]--> Burt Young
Neg LogProb(↓):   0.971264
Path Entropy(↓):  1.423672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film in their skin released
Start Entity:     In Their Skin
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   In Their Skin --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       In Their Skin --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.274535
Path Entropy(↓):  4.485277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did chris roberts direct
Start Entity:     Chris Roberts
Gold Answer:      [['Wing Commander']]
Predicted Ans:    Wing Commander
Predicted Path:   Chris Roberts --[(INV) directed_by]--> Wing Commander --[directed_by]--> Chris Roberts --[(INV) directed_by]--> Wing Commander
Path (Raw):       Chris Roberts --[(INV) directed_by]--> Wing Commander --[directed_by]--> Chris Roberts --[(INV) directed_by]--> Wing Commander
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of a new kind of love
Start Entity:     A New Kind of Love
Gold Answer:      [['Family', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A New Kind of Love --[written_by]--> Melville Shavelson --[(INV) written_by]--> It Started in Naples --[has_genre]--> Comedy
Path (Raw):       A New Kind of Love --[written_by]--> Melville Shavelson --[(INV) written_by]--> It Started in Naples --[has_genre]--> Comedy
Neg LogProb(↓):   0.001751
Path Entropy(↓):  0.014410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of city of fear
Start Entity:     City of Fear
Gold Answer:      [['Irving Lerner']]
Predicted Ans:    Irving Lerner
Predicted Path:   City of Fear --[directed_by]--> Irving Lerner --[(INV) directed_by]--> City of Fear --[directed_by]--> Irving Lerner
Path (Raw):       City of Fear --[directed_by]--> Irving Lerner --[(INV) directed_by]--> City of Fear --[directed_by]--> Irving Lerner
Neg LogProb(↓):   0.000241
Path Entropy(↓):  0.002245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie bartleby, when was it released
Start Entity:     Bartleby
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Bartleby --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Bartleby --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.304714
Path Entropy(↓):  3.910340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of rain man
Start Entity:     Rain Man
Gold Answer:      [['Black Widow', 'The Joy Luck Club', 'Amelia', 'When a Man Loves a Woman']]
Predicted Ans:    Black Widow
Predicted Path:   Rain Man --[written_by]--> Ronald Bass --[(INV) written_by]--> Black Widow
Path (Raw):       Rain Man --[written_by]--> Ronald Bass --[(INV) written_by]--> Black Widow --[No Operation]--> Black Widow
Neg LogProb(↓):   0.078572
Path Entropy(↓):  0.288810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of piranha 3dd
Start Entity:     Piranha 3DD
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Piranha 3DD --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[has_genre]--> Thriller
Path (Raw):       Piranha 3DD --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collection --[has_genre]--> Thriller
Neg LogProb(↓):   0.895084
Path Entropy(↓):  1.517027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie prophecy were in which genres
Start Entity:     Prophecy
Gold Answer:      [['Drama', 'War', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Prophecy --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[has_genre]--> Horror
Path (Raw):       Prophecy --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[has_genre]--> Horror
Neg LogProb(↓):   0.538610
Path Entropy(↓):  1.243788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the pawnbroker
Start Entity:     The Pawnbroker
Gold Answer:      [['Rodney Dangerfield', 'Jonathan Latimer', 'William Durkee', 'Mars Callahan', 'Paul Wellman', 'Delmer Daves', 'Jens Lapidus', 'Casey Robinson', 'Richard Carroll', 'Lamar Trotti', 'John Huston', 'Dennis Blair', 'Daniel Espinosa', 'Michael Endler', 'Bertram Bloch', 'Sidney Sheldon', 'Howard B. Kreitsek', 'Budd Schulberg', 'Sydney Boehm', 'Ray Bradbury', 'Bryan Forbes', 'Stirling Silliphant', 'John Ball', 'John Gay', 'Samuel Fuller', 'Max Catto', 'Malvin Wald', 'Henry F. Greenberg', 'William Goldman', 'Graham Greene', 'Howard Koch', 'Marco Ferreri', 'W.R. Burnett', 'Chaim Potok', 'Malcolm Johnson', 'Carlotta Monti', 'Bob Merrill']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   The Pawnbroker --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Path (Raw):       The Pawnbroker --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.306943
Path Entropy(↓):  0.958872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie babes in toyland
Start Entity:     Babes in Toyland
Gold Answer:      [['1946', '1964', '1933', '1939', '1951', '1959', '2010', '1985', '1999', '1965', '1987', '1952']]
Predicted Ans:    1933
Predicted Path:   Babes in Toyland --[starred_actors]--> Ed Wynn --[(INV) starred_actors]--> Alice in Wonderland --[release_year]--> 1933
Path (Raw):       Babes in Toyland --[starred_actors]--> Ed Wynn --[(INV) starred_actors]--> Alice in Wonderland --[release_year]--> 1933
Neg LogProb(↓):   1.130008
Path Entropy(↓):  1.581743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film spring breakers released
Start Entity:     Spring Breakers
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Spring Breakers --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Spring Breakers --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.089592
Path Entropy(↓):  4.425886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by tamie sheffield
Start Entity:     Tamie Sheffield
Gold Answer:      [['Jim Wynorski']]
Predicted Ans:    Jim Wynorski
Predicted Path:   Tamie Sheffield --[(INV) starred_actors]--> Cheerleader Massacre --[directed_by]--> Jim Wynorski
Path (Raw):       Tamie Sheffield --[No Operation]--> Tamie Sheffield --[(INV) starred_actors]--> Cheerleader Massacre --[directed_by]--> Jim Wynorski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by nicholas thomas
Start Entity:     Nicholas Thomas
Gold Answer:      [['Rob Riggle', 'Jake Johnson', 'Nina Dobrev']]
Predicted Ans:    Jake Johnson
Predicted Path:   Nicholas Thomas --[(INV) written_by]--> Let's Be Cops --[starred_actors]--> Jake Johnson
Path (Raw):       Nicholas Thomas --[No Operation]--> Nicholas Thomas --[(INV) written_by]--> Let's Be Cops --[starred_actors]--> Jake Johnson
Neg LogProb(↓):   0.000068
Path Entropy(↓):  0.000755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by david diamond released
Start Entity:     David Diamond
Gold Answer:      [['2001', '2002', '2010']]
Predicted Ans:    2001
Predicted Path:   David Diamond --[(INV) written_by]--> Evolution --[release_year]--> 2001
Path (Raw):       David Diamond --[No Operation]--> David Diamond --[(INV) written_by]--> Evolution --[release_year]--> 2001
Neg LogProb(↓):   0.050780
Path Entropy(↓):  0.197088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of catch that kid is also the director of which films
Start Entity:     Catch That Kid
Gold Answer:      [['World Traveler', 'The Myth of Fingerprints', 'Trust the Man', 'The Rebound']]
Predicted Ans:    Trust the Man
Predicted Path:   Catch That Kid --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man
Path (Raw):       Catch That Kid --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[No Operation]--> Trust the Man
Neg LogProb(↓):   0.515968
Path Entropy(↓):  0.886183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by george froeschel
Start Entity:     George Froeschel
Gold Answer:      [['Sam Wood', 'James Whale', 'Gottfried Reinhardt', 'Clarence Brown', 'Mervyn LeRoy', 'Vincente Minnelli', 'George Sidney']]
Predicted Ans:    Gottfried Reinhardt
Predicted Path:   George Froeschel --[(INV) written_by]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Path (Raw):       George Froeschel --[No Operation]--> George Froeschel --[(INV) written_by]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Neg LogProb(↓):   0.051338
Path Entropy(↓):  0.233772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with boaz yakin
Start Entity:     Boaz Yakin
Gold Answer:      [['Scott Spiegel', 'Todd Haynes']]
Predicted Ans:    Boaz Yakin
Predicted Path:   Boaz Yakin --[(INV) written_by]--> Safe --[written_by]--> Boaz Yakin
Path (Raw):       Boaz Yakin --[No Operation]--> Boaz Yakin --[(INV) written_by]--> Safe --[written_by]--> Boaz Yakin
Neg LogProb(↓):   0.501340
Path Entropy(↓):  0.726871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by jenifer lewis
Start Entity:     Jenifer Lewis
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Jenifer Lewis --[(INV) starred_actors]--> Little Richard --[has_genre]--> Music
Path (Raw):       Jenifer Lewis --[No Operation]--> Jenifer Lewis --[(INV) starred_actors]--> Little Richard --[has_genre]--> Music
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by tim tharp fall under
Start Entity:     Tim Tharp
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tim Tharp --[(INV) written_by]--> The Spectacular Now --[has_genre]--> Comedy
Path (Raw):       Tim Tharp --[No Operation]--> Tim Tharp --[(INV) written_by]--> The Spectacular Now --[has_genre]--> Comedy
Neg LogProb(↓):   0.434388
Path Entropy(↓):  0.648883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing just my luck
Start Entity:     Just My Luck
Gold Answer:      [['kiss', 'chris pine', 'lindsay lohan']]
Predicted Ans:    lindsay lohan
Predicted Path:   Just My Luck --[has_tags]--> lindsay lohan --[(INV) has_tags]--> Just My Luck --[has_tags]--> lindsay lohan
Path (Raw):       Just My Luck --[has_tags]--> lindsay lohan --[(INV) has_tags]--> Just My Luck --[has_tags]--> lindsay lohan
Neg LogProb(↓):   0.001136
Path Entropy(↓):  0.009423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of sleepless in seattle
Start Entity:     Sleepless in Seattle
Gold Answer:      [['Philadelphia', 'Toy Story 3', 'The Bonfire of the Vanities', 'Saving Mr. Banks', 'Nothing in Common', 'Captain Phillips', 'The Polar Express', 'Apollo 13', "The 'Burbs", 'Toy Story', "Charlie Wilson's War", 'Bachelor Party', 'Joe Versus the Volcano', 'Dragnet', 'The Ladykillers', 'The Green Mile', 'Splash', 'Catch Me If You Can', "You've Got Mail", 'The Da Vinci Code', 'The Money Pit', 'A League of Their Own', 'Killing Lincoln', 'Volunteers', 'Forrest Gump', 'Larry Crowne', 'Saving Private Ryan', 'Punchline', 'Big', 'The Terminal', 'The Man with One Red Shoe']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   Sleepless in Seattle --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code
Path (Raw):       Sleepless in Seattle --[starred_actors]--> Tom Hanks --[No Operation]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code
Neg LogProb(↓):   0.363479
Path Entropy(↓):  1.272652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did tio hardiman act in
Start Entity:     Tio Hardiman
Gold Answer:      [['The Interrupters']]
Predicted Ans:    The Interrupters
Predicted Path:   Tio Hardiman --[(INV) starred_actors]--> The Interrupters --[starred_actors]--> Ameena Matthews --[(INV) starred_actors]--> The Interrupters
Path (Raw):       Tio Hardiman --[(INV) starred_actors]--> The Interrupters --[starred_actors]--> Ameena Matthews --[(INV) starred_actors]--> The Interrupters
Neg LogProb(↓):   0.001554
Path Entropy(↓):  0.011657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie isle of the dead were in which genres
Start Entity:     Isle of the Dead
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Isle of the Dead --[written_by]--> Ardel Wray --[(INV) written_by]--> Isle of the Dead --[has_genre]--> Horror
Path (Raw):       Isle of the Dead --[written_by]--> Ardel Wray --[(INV) written_by]--> Isle of the Dead --[has_genre]--> Horror
Neg LogProb(↓):   0.544848
Path Entropy(↓):  0.680315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with breakin'fall under
Start Entity:     Breakin'
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Breakin' --[directed_by]--> Joel Silberg --[(INV) directed_by]--> Lambada --[has_genre]--> Drama
Path (Raw):       Breakin' --[directed_by]--> Joel Silberg --[(INV) directed_by]--> Lambada --[has_genre]--> Drama
Neg LogProb(↓):   0.561378
Path Entropy(↓):  0.683269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for open your eyes
Start Entity:     Open Your Eyes
Gold Answer:      [['Alejandro Amenábar', 'Mateo Gil']]
Predicted Ans:    Mateo Gil
Predicted Path:   Open Your Eyes --[written_by]--> Mateo Gil --[(INV) written_by]--> Agora --[written_by]--> Mateo Gil
Path (Raw):       Open Your Eyes --[written_by]--> Mateo Gil --[(INV) written_by]--> Agora --[written_by]--> Mateo Gil
Neg LogProb(↓):   0.163721
Path Entropy(↓):  0.559809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of garage days
Start Entity:     Garage Days
Gold Answer:      [['Lem Dobbs', 'Alex Proyas', 'David J. Schow', 'David S. Goyer', 'John Shirley', "James O'Barr", 'Jeff Vintar', 'Isaac Asimov', 'Akiva Goldsman']]
Predicted Ans:    David S. Goyer
Predicted Path:   Garage Days --[directed_by]--> Alex Proyas --[(INV) directed_by]--> Dark City --[written_by]--> David S. Goyer
Path (Raw):       Garage Days --[directed_by]--> Alex Proyas --[(INV) directed_by]--> Dark City --[written_by]--> David S. Goyer
Neg LogProb(↓):   0.542679
Path Entropy(↓):  1.234697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the well
Start Entity:     The Well
Gold Answer:      [['The Oscar', 'New York Confidential', 'The Thief']]
Predicted Ans:    The Thief
Predicted Path:   The Well --[directed_by]--> Russell Rouse --[(INV) directed_by]--> The Thief
Path (Raw):       The Well --[directed_by]--> Russell Rouse --[(INV) directed_by]--> The Thief --[No Operation]--> The Thief
Neg LogProb(↓):   0.869317
Path Entropy(↓):  1.456601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by lola lane
Start Entity:     Lola Lane
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Lola Lane --[(INV) starred_actors]--> Marked Woman --[has_genre]--> Drama
Path (Raw):       Lola Lane --[No Operation]--> Lola Lane --[(INV) starred_actors]--> Marked Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.004961
Path Entropy(↓):  0.031207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of blackwoods
Start Entity:     Blackwoods
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Blackwoods --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Blackwoods --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.347734
Path Entropy(↓):  2.787307
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by winter of frozen dreams actors
Start Entity:     Winter of Frozen Dreams
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Winter of Frozen Dreams --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[has_genre]--> Thriller
Path (Raw):       Winter of Frozen Dreams --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[has_genre]--> Thriller
Neg LogProb(↓):   0.052886
Path Entropy(↓):  0.253446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film madame sata
Start Entity:     Madame Satã
Gold Answer:      [['Karim Aïnouz']]
Predicted Ans:    Karim Aïnouz
Predicted Path:   Madame Satã --[written_by]--> Karim Aïnouz --[(INV) written_by]--> Madame Satã --[written_by]--> Karim Aïnouz
Path (Raw):       Madame Satã --[written_by]--> Karim Aïnouz --[(INV) written_by]--> Madame Satã --[written_by]--> Karim Aïnouz
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie black roses released
Start Entity:     Black Roses
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Black Roses --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Black Roses --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   2.966120
Path Entropy(↓):  4.462931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed outrage
Start Entity:     Outrage
Gold Answer:      [['1976', '2000', '2007', '2008', '1990', '2005', '1989', '1993', '1991', '1982', '1996', '2006', '1999', '2002', '1987', '2012', '1977']]
Predicted Ans:    2010
Predicted Path:   Outrage --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[release_year]--> 2010
Path (Raw):       Outrage --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[release_year]--> 2010
Neg LogProb(↓):   0.899177
Path Entropy(↓):  2.253494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by yasuhiro takemoto release
Start Entity:     Yasuhiro Takemoto
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Yasuhiro Takemoto --[(INV) directed_by]--> The Disappearance of Haruhi Suzumiya --[release_year]--> 2010
Path (Raw):       Yasuhiro Takemoto --[No Operation]--> Yasuhiro Takemoto --[(INV) directed_by]--> The Disappearance of Haruhi Suzumiya --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director john hindman
Start Entity:     John Hindman
Gold Answer:      [['Lou Taylor Pucci', 'Lauren Graham', 'Jeff Daniels']]
Predicted Ans:    Jeff Daniels
Predicted Path:   John Hindman --[(INV) directed_by]--> The Answer Man --[starred_actors]--> Jeff Daniels
Path (Raw):       John Hindman --[No Operation]--> John Hindman --[(INV) directed_by]--> The Answer Man --[starred_actors]--> Jeff Daniels
Neg LogProb(↓):   0.575406
Path Entropy(↓):  0.762699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor cherrie ying co - starred with who
Start Entity:     Cherrie Ying
Gold Answer:      [['Aaron Kwok', 'Louis Koo']]
Predicted Ans:    Louis Koo
Predicted Path:   Cherrie Ying --[(INV) starred_actors]--> Throw Down --[starred_actors]--> Louis Koo
Path (Raw):       Cherrie Ying --[No Operation]--> Cherrie Ying --[(INV) starred_actors]--> Throw Down --[starred_actors]--> Louis Koo
Neg LogProb(↓):   0.000074
Path Entropy(↓):  0.000786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by jake kennedy
Start Entity:     Jake Kennedy
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Jake Kennedy --[(INV) directed_by]--> Days of Darkness --[release_year]--> 2007
Path (Raw):       Jake Kennedy --[No Operation]--> Jake Kennedy --[(INV) directed_by]--> Days of Darkness --[release_year]--> 2007
Neg LogProb(↓):   0.693167
Path Entropy(↓):  0.693383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by josh green
Start Entity:     Josh Green
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Josh Green --[(INV) starred_actors]--> Curse of the Puppet Master --[has_genre]--> Horror
Path (Raw):       Josh Green --[No Operation]--> Josh Green --[(INV) starred_actors]--> Curse of the Puppet Master --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for blood and bone
Start Entity:     Blood and Bone
Gold Answer:      [['Michael Andrews']]
Predicted Ans:    Michael Andrews
Predicted Path:   Blood and Bone --[written_by]--> Michael Andrews --[(INV) written_by]--> Blood and Bone --[written_by]--> Michael Andrews
Path (Raw):       Blood and Bone --[written_by]--> Michael Andrews --[(INV) written_by]--> Blood and Bone --[written_by]--> Michael Andrews
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film 10 to midnight are written by who
Start Entity:     10 to Midnight
Gold Answer:      [['Walter Hill', 'Rainer Werner Fassbinder', 'Brian Garfield', 'David Lee Henry', 'Don Jakoby', 'Jacques Demy', 'Gail Morgan Hickman', 'Sidney J. Furie', 'Alistair MacLean', 'Bart Baker', 'Fred Coe', 'John Crowther', 'John Melson', 'Sergio Donati', 'R. Lance Hill', 'Richard Matheson', 'Tennessee Williams', 'Bernardo Bertolucci', 'Francis Ford Coppola', 'Sergio Leone', 'Wendell Mayes', 'Dario Argento', 'Walter Wager', 'Rene Daalder', 'Elmore Leonard', 'Leo Gordon', 'Peter Maas']]
Predicted Ans:    Sergio Leone
Predicted Path:   10 to Midnight --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Path (Raw):       10 to Midnight --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Neg LogProb(↓):   0.821089
Path Entropy(↓):  1.610699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of trilogy of terror starred who
Start Entity:     Trilogy of Terror
Gold Answer:      [['Dakota Goyo', 'Max von Sydow', 'Cameron Diaz', 'Clive Revill', 'Will Smith', 'Pamela Franklin', 'Hugh Jackman', 'Lily Tomlin', 'John Cusack', 'Charles Grodin', 'Riccardo Scamarcio', 'Nicole Grimaudo', 'Ennio Fantastichini', 'Alessandro Preziosi', 'Jane Seymour', 'Charlton Heston', 'Annabella Sciorra', 'Bela Lugosi', 'Roddy McDowall', 'Giancarlo Esposito', 'Luke Evans', 'A.J. Buckley', 'Robin Williams', 'Christopher Plummer', 'Alice Eve', 'Ned Beatty', 'Gabrielle Union', 'Christopher Lee', 'James Marsden', 'Teresa Wright', 'Jack Palance', 'Brendan Gleeson', 'Gene Hackman', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Charles Gray', 'Leon Greene', 'Frank Langella', 'Dan Aykroyd', 'Boris Karloff', 'Gayle Hunnicutt', 'Charles Bronson', 'Randy Stuart', 'Grant Williams', 'Kevin Bacon', 'Darren McGavin', 'Dennis Weaver', 'Christopher Reeve', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   Trilogy of Terror --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[starred_actors]--> Vincent Price
Path (Raw):       Trilogy of Terror --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.942417
Path Entropy(↓):  1.836245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by tom kenny
Start Entity:     Tom Kenny
Gold Answer:      [['Stephen Hillenburg', 'Paul Tibbitt', 'Tim Hill', 'Kent Osborne', 'Derek Drymon', 'Aaron Springer']]
Predicted Ans:    Paul Tibbitt
Predicted Path:   Tom Kenny --[(INV) starred_actors]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Path (Raw):       Tom Kenny --[No Operation]--> Tom Kenny --[(INV) starred_actors]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Neg LogProb(↓):   0.245478
Path Entropy(↓):  0.651062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was christopher monger a writer on
Start Entity:     Christopher Monger
Gold Answer:      [['The Englishman Who Went Up a Hill But Came Down a Mountain']]
Predicted Ans:    The Englishman Who Went Up a Hill But Came Down a Mountain
Predicted Path:   Christopher Monger --[(INV) written_by]--> The Englishman Who Went Up a Hill But Came Down a Mountain --[written_by]--> Christopher Monger --[(INV) written_by]--> The Englishman Who Went Up a Hill But Came Down a Mountain
Path (Raw):       Christopher Monger --[(INV) written_by]--> The Englishman Who Went Up a Hill But Came Down a Mountain --[written_by]--> Christopher Monger --[(INV) written_by]--> The Englishman Who Went Up a Hill But Came Down a Mountain
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie never on sunday were released in which years
Start Entity:     Never on Sunday
Gold Answer:      [['1962', '1955', '1959']]
Predicted Ans:    1962
Predicted Path:   Never on Sunday --[written_by]--> Jules Dassin --[(INV) written_by]--> Phaedra --[release_year]--> 1962
Path (Raw):       Never on Sunday --[written_by]--> Jules Dassin --[(INV) written_by]--> Phaedra --[release_year]--> 1962
Neg LogProb(↓):   0.581557
Path Entropy(↓):  1.057389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by cornelius ryan fall under
Start Entity:     Cornelius Ryan
Gold Answer:      [['War', 'History', 'Action']]
Predicted Ans:    War
Predicted Path:   Cornelius Ryan --[(INV) written_by]--> A Bridge Too Far --[has_genre]--> War
Path (Raw):       Cornelius Ryan --[No Operation]--> Cornelius Ryan --[(INV) written_by]--> A Bridge Too Far --[has_genre]--> War
Neg LogProb(↓):   0.180914
Path Entropy(↓):  0.448668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of dreamboat also starred in which films
Start Entity:     Dreamboat
Gold Answer:      [['The Dark Corner', 'Stars and Stripes Forever', 'Laura', 'Mr. Belvedere Goes to College', 'Satan Never Sleeps', 'Sitting Pretty', 'The Man Who Never Was', 'Three Coins in the Fountain', 'Boy on a Dolphin']]
Predicted Ans:    Sitting Pretty
Predicted Path:   Dreamboat --[starred_actors]--> Clifton Webb --[(INV) starred_actors]--> Sitting Pretty
Path (Raw):       Dreamboat --[starred_actors]--> Clifton Webb --[No Operation]--> Clifton Webb --[(INV) starred_actors]--> Sitting Pretty
Neg LogProb(↓):   0.651627
Path Entropy(↓):  0.786130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote betrayal
Start Entity:     Betrayal
Gold Answer:      [['Harold Pinter']]
Predicted Ans:    Penelope Mortimer
Predicted Path:   Betrayal --[written_by]--> Harold Pinter --[(INV) written_by]--> The Pumpkin Eater --[written_by]--> Penelope Mortimer
Path (Raw):       Betrayal --[written_by]--> Harold Pinter --[(INV) written_by]--> The Pumpkin Eater --[written_by]--> Penelope Mortimer
Neg LogProb(↓):   0.681833
Path Entropy(↓):  1.544446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the screenwriter of garfield gets real were directed by who
Start Entity:     Garfield Gets Real
Gold Answer:      [['Peter Hewitt']]
Predicted Ans:    Jim Davis
Predicted Path:   Garfield Gets Real --[written_by]--> Jim Davis --[(INV) written_by]--> Garfield Gets Real --[written_by]--> Jim Davis
Path (Raw):       Garfield Gets Real --[written_by]--> Jim Davis --[(INV) written_by]--> Garfield Gets Real --[written_by]--> Jim Davis
Neg LogProb(↓):   0.155002
Path Entropy(↓):  0.515809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by the screenwriter of the phantom of liberty
Start Entity:     The Phantom of Liberty
Gold Answer:      [['Documentary', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Phantom of Liberty --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Path (Raw):       The Phantom of Liberty --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Neg LogProb(↓):   0.159174
Path Entropy(↓):  0.542374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by leonard gershe
Start Entity:     Leonard Gershe
Gold Answer:      [['Milton Katselas', 'Stanley Donen']]
Predicted Ans:    Stanley Donen
Predicted Path:   Leonard Gershe --[(INV) written_by]--> Funny Face --[directed_by]--> Stanley Donen
Path (Raw):       Leonard Gershe --[No Operation]--> Leonard Gershe --[(INV) written_by]--> Funny Face --[directed_by]--> Stanley Donen
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by luc dardenne
Start Entity:     Luc Dardenne
Gold Answer:      [['Cécile De France', 'Thomas Doret']]
Predicted Ans:    Cécile De France
Predicted Path:   Luc Dardenne --[(INV) written_by]--> The Kid with a Bike --[starred_actors]--> Cécile De France
Path (Raw):       Luc Dardenne --[No Operation]--> Luc Dardenne --[(INV) written_by]--> The Kid with a Bike --[starred_actors]--> Cécile De France
Neg LogProb(↓):   0.002083
Path Entropy(↓):  0.015498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by ayn rand
Start Entity:     Ayn Rand
Gold Answer:      [['Ann Richards', 'Raymond Massey', 'Joseph Cotten', 'Gary Cooper', 'Jennifer Jones', 'Kent Smith', 'Patricia Neal', 'Cecil Kellaway']]
Predicted Ans:    Ann Richards
Predicted Path:   Ayn Rand --[(INV) written_by]--> Love Letters --[starred_actors]--> Ann Richards
Path (Raw):       Ayn Rand --[No Operation]--> Ayn Rand --[(INV) written_by]--> Love Letters --[starred_actors]--> Ann Richards
Neg LogProb(↓):   0.723820
Path Entropy(↓):  0.872801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in kiss the bride also appears in which movies
Start Entity:     Kiss the Bride
Gold Answer:      [['The House of Yes', 'Trick']]
Predicted Ans:    Tori Spelling
Predicted Path:   Kiss the Bride --[starred_actors]--> Tori Spelling --[(INV) starred_actors]--> Trick --[starred_actors]--> Tori Spelling
Path (Raw):       Kiss the Bride --[starred_actors]--> Tori Spelling --[(INV) starred_actors]--> Trick --[starred_actors]--> Tori Spelling
Neg LogProb(↓):   0.742636
Path Entropy(↓):  1.088048
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies written by douglas mcgrath
Start Entity:     Douglas McGrath
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Douglas McGrath --[(INV) written_by]--> Company Man --[has_genre]--> Comedy
Path (Raw):       Douglas McGrath --[No Operation]--> Douglas McGrath --[(INV) written_by]--> Company Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.007681
Path Entropy(↓):  0.051473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in east side, west side
Start Entity:     East Side, West Side
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   East Side, West Side --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Path (Raw):       East Side, West Side --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Neg LogProb(↓):   1.105271
Path Entropy(↓):  1.952366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by cheech marin
Start Entity:     Cheech Marin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cheech Marin --[(INV) directed_by]--> Born in East L.A. --[has_genre]--> Comedy
Path (Raw):       Cheech Marin --[No Operation]--> Cheech Marin --[(INV) directed_by]--> Born in East L.A. --[has_genre]--> Comedy
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the women
Start Entity:     The Women
Gold Answer:      [['June Allyson', 'Fred MacMurray', 'Jane Russell', 'Hugh Marlowe', 'Robert Montgomery', 'Alice Brady', 'Walter Pidgeon', 'Greer Garson', 'Katharine Hepburn', 'Felix Bressart', 'Wallace Beery', 'Myrna Loy', 'Celeste Holm', 'Ann Harding', 'Douglas Fairbanks', 'Joan Collins', 'Fred Stone', 'Ann Sheridan', 'Fredric March', 'Evelyn Venable', 'Lionel Barrymore', 'Marsha Hunt', 'Elliott Reid', 'Joan Crawford', 'Charles Coburn', 'Elsa Lanchester', 'Dolores Gray', 'Robert Taylor', 'Constance Bennett', 'Florence Rice', 'Marilyn Monroe', 'Lowell Sherman', 'Loretta Young', 'Helen Broderick', 'Herbert Marshall', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Leslie Howard', 'Spencer Tracy', 'Norma Shearer']]
Predicted Ans:    Norma Shearer
Predicted Path:   The Women --[written_by]--> Anita Loos --[(INV) written_by]--> The Women --[starred_actors]--> Norma Shearer
Path (Raw):       The Women --[written_by]--> Anita Loos --[(INV) written_by]--> The Women --[starred_actors]--> Norma Shearer
Neg LogProb(↓):   2.194260
Path Entropy(↓):  2.897823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does beatrice lillie act in
Start Entity:     Beatrice Lillie
Gold Answer:      [['Exit Smiling']]
Predicted Ans:    Exit Smiling
Predicted Path:   Beatrice Lillie --[(INV) starred_actors]--> Exit Smiling --[starred_actors]--> Jack Pickford --[(INV) starred_actors]--> Exit Smiling
Path (Raw):       Beatrice Lillie --[(INV) starred_actors]--> Exit Smiling --[starred_actors]--> Jack Pickford --[(INV) starred_actors]--> Exit Smiling
Neg LogProb(↓):   0.156379
Path Entropy(↓):  0.413521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the girl who played with fire
Start Entity:     The Girl Who Played with Fire
Gold Answer:      [['Daniel Alfredson']]
Predicted Ans:    Daniel Alfredson
Predicted Path:   The Girl Who Played with Fire --[directed_by]--> Daniel Alfredson --[(INV) directed_by]--> The Girl Who Kicked the Hornets' Nest --[directed_by]--> Daniel Alfredson
Path (Raw):       The Girl Who Played with Fire --[directed_by]--> Daniel Alfredson --[(INV) directed_by]--> The Girl Who Kicked the Hornets' Nest --[directed_by]--> Daniel Alfredson
Neg LogProb(↓):   0.018969
Path Entropy(↓):  0.093293
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter georg buchner co - wrote movies with who
Start Entity:     Georg Büchner
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Georg Büchner --[(INV) written_by]--> Woyzeck --[written_by]--> Werner Herzog
Path (Raw):       Georg Büchner --[No Operation]--> Georg Büchner --[(INV) written_by]--> Woyzeck --[written_by]--> Werner Herzog
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the incredible burt wonderstone
Start Entity:     The Incredible Burt Wonderstone
Gold Answer:      [['Cloudy with a Chance of Meatballs 2', 'Horrible Bosses']]
Predicted Ans:    Cloudy with a Chance of Meatballs 2
Predicted Path:   The Incredible Burt Wonderstone --[written_by]--> John Francis Daley --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2
Path (Raw):       The Incredible Burt Wonderstone --[written_by]--> John Francis Daley --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2 --[No Operation]--> Cloudy with a Chance of Meatballs 2
Neg LogProb(↓):   0.009814
Path Entropy(↓):  0.059220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about coppola
Start Entity:     coppola
Gold Answer:      [['The Godfather']]
Predicted Ans:    The Godfather
Predicted Path:   coppola --[(INV) has_tags]--> The Godfather --[has_tags]--> sicily --[(INV) has_tags]--> The Godfather
Path (Raw):       coppola --[(INV) has_tags]--> The Godfather --[has_tags]--> sicily --[(INV) has_tags]--> The Godfather
Neg LogProb(↓):   0.016074
Path Entropy(↓):  0.087065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by steve oedekerk
Start Entity:     Steve Oedekerk
Gold Answer:      [['Barnyard', 'Nothing to Lose']]
Predicted Ans:    Nothing to Lose
Predicted Path:   Steve Oedekerk --[(INV) directed_by]--> Nothing to Lose --[directed_by]--> Steve Oedekerk --[(INV) directed_by]--> Nothing to Lose
Path (Raw):       Steve Oedekerk --[(INV) directed_by]--> Nothing to Lose --[directed_by]--> Steve Oedekerk --[(INV) directed_by]--> Nothing to Lose
Neg LogProb(↓):   0.070891
Path Entropy(↓):  0.291827
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed can't stop the music
Start Entity:     Can't Stop the Music
Gold Answer:      [['Nancy Walker']]
Predicted Ans:    Nancy Walker
Predicted Path:   Can't Stop the Music --[directed_by]--> Nancy Walker --[(INV) directed_by]--> Can't Stop the Music --[directed_by]--> Nancy Walker
Path (Raw):       Can't Stop the Music --[directed_by]--> Nancy Walker --[(INV) directed_by]--> Can't Stop the Music --[directed_by]--> Nancy Walker
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote war of the buttons
Start Entity:     War of the Buttons
Gold Answer:      [['Gene Wilder', 'Yves Robert']]
Predicted Ans:    Yves Robert
Predicted Path:   War of the Buttons --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[directed_by]--> Yves Robert
Path (Raw):       War of the Buttons --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[directed_by]--> Yves Robert
Neg LogProb(↓):   0.000212
Path Entropy(↓):  0.002219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the crew
Start Entity:     The Crew
Gold Answer:      [['Judge Reinhold', 'Meg Tilly', 'Cleavant Derricks']]
Predicted Ans:    Meg Tilly
Predicted Path:   The Crew --[directed_by]--> Michael Dinner --[(INV) directed_by]--> Off Beat --[starred_actors]--> Meg Tilly
Path (Raw):       The Crew --[directed_by]--> Michael Dinner --[(INV) directed_by]--> Off Beat --[starred_actors]--> Meg Tilly
Neg LogProb(↓):   0.930256
Path Entropy(↓):  0.806988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of righteous kill
Start Entity:     Righteous Kill
Gold Answer:      [['Cop Land', 'The Fan', 'Flawless', 'Stand Up Guys', 'A Bronx Tale', 'Any Given Sunday', 'Little Fockers', 'Killing Season', 'Two Bits', 'Raging Bull', 'Midnight Run', 'Hi, Mom!', 'Two for the Money', 'The Deer Hunter', 'Casino', "Carlito's Way", 'New York, New York', 'Showtime', 'Angel Heart', 'The Panic in Needle Park', 'Meet the Parents', 'Grudge Match', 'Night at the Museum', 'The King of Comedy', "You Don't Know Jack", "Everybody's Fine", 'Red Lights', 'Guilty by Suspicion', 'The Score', 'Brazil', 'The Last Tycoon', 'City Hall', 'Streets of Blood', '15 Minutes', "Marvin's Room", 'Mean Streets', 'Heat', 'Goodfellas', 'The One', 'Before I Self Destruct', 'Machete', 'The Recruit', 'The Merchant of Venice', 'Limitless', 'Women in Trouble', 'Night and the City', 'Donnie Brasco', 'Cape Fear', 'The Insider', 'City by the Sea', 'Spy Kids', 'The Big Wedding', 'Bang the Drum Slowly', 'Shark Tale', 'Awakenings', 'Jacknife', 'Killer Elite', 'Wag the Dog', 'Scarecrow', 'Scarface', 'True Confessions', 'The Family', 'Snake Eyes', 'Being Flynn', 'Cruising', 'Phil Spector', 'Insomnia', 'Race to Witch Mountain', 'People I Know', 'Greetings', 'The Mighty Macs', 'Revolution', 'Frankie and Johnny', 'Mad Dog and Glory', 'Judas Kiss', "We're No Angels", 'Stone', 'Analyze This', '88 Minutes', 'How to Make Money Selling Drugs', '1900', "Mary Shelley's Frankenstein", 'Backdraft', 'What Just Happened', 'Author! Author!', 'Falling in Love', 'Once Upon a Time in America', 'Setup', 'The Godfather', 'Ronin', "This Boy's Life", 'Glengarry Glen Ross', 'Silver Linings Playbook', 'The Jimmy Show', 'Last Vegas', 'Meet the Fockers', 'Hide and Seek', 'Sea of Love', "Get Rich or Die Tryin'", 'Men of Honor', 'Scent of a Woman', 'Elektra Luxx', 'Analyze That', 'Son in Law', 'Chinese Coffee', 'Bobby Deerfield', 'The Bag Man', 'Serpico', 'The Mission']]
Predicted Ans:    Everybody's Fine
Predicted Path:   Righteous Kill --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine
Path (Raw):       Righteous Kill --[starred_actors]--> Robert De Niro --[No Operation]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine
Neg LogProb(↓):   0.970984
Path Entropy(↓):  1.833638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie the sky crawlers
Start Entity:     The Sky Crawlers
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   The Sky Crawlers --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Path (Raw):       The Sky Crawlers --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Neg LogProb(↓):   0.655564
Path Entropy(↓):  1.195968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by gavin hood were written by who
Start Entity:     Gavin Hood
Gold Answer:      [['Orson Scott Card', 'Athol Fugard']]
Predicted Ans:    Gavin Hood
Predicted Path:   Gavin Hood --[(INV) directed_by]--> Ender's Game --[written_by]--> Gavin Hood
Path (Raw):       Gavin Hood --[No Operation]--> Gavin Hood --[(INV) directed_by]--> Ender's Game --[written_by]--> Gavin Hood
Neg LogProb(↓):   0.053459
Path Entropy(↓):  0.213568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
James b. clark was the director on which movies
Start Entity:     James B. Clark
Gold Answer:      [['My Side of the Mountain', 'Flipper']]
Predicted Ans:    Flipper
Predicted Path:   James B. Clark --[(INV) directed_by]--> Flipper --[directed_by]--> James B. Clark --[(INV) directed_by]--> Flipper
Path (Raw):       James B. Clark --[(INV) directed_by]--> Flipper --[directed_by]--> James B. Clark --[(INV) directed_by]--> Flipper
Neg LogProb(↓):   0.027567
Path Entropy(↓):  0.144431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of easy money
Start Entity:     Easy Money
Gold Answer:      [['Ryan Reynolds', 'Patrick Stewart', 'Denzel Washington']]
Predicted Ans:    Joe Pesci
Predicted Path:   Easy Money --[directed_by]--> James Signorelli --[(INV) directed_by]--> Easy Money --[starred_actors]--> Joe Pesci
Path (Raw):       Easy Money --[directed_by]--> James Signorelli --[(INV) directed_by]--> Easy Money --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.009802
Path Entropy(↓):  0.059278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by etan cohen
Start Entity:     Etan Cohen
Gold Answer:      [['2015']]
Predicted Ans:    2015
Predicted Path:   Etan Cohen --[(INV) directed_by]--> Get Hard --[release_year]--> 2015
Path (Raw):       Etan Cohen --[No Operation]--> Etan Cohen --[(INV) directed_by]--> Get Hard --[release_year]--> 2015
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie the river
Start Entity:     The River
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The River --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Path (Raw):       The River --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Neg LogProb(↓):   0.566697
Path Entropy(↓):  1.434792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by susan isaacs
Start Entity:     Susan Isaacs
Gold Answer:      [['Melanie Griffith', 'Gabriel Byrne', 'Liam Neeson', 'Judith Ivey', 'Joely Richardson', 'Michael Douglas', 'Shelley Long', 'Corbin Bernsen']]
Predicted Ans:    Liam Neeson
Predicted Path:   Susan Isaacs --[(INV) written_by]--> Shining Through --[starred_actors]--> Liam Neeson
Path (Raw):       Susan Isaacs --[No Operation]--> Susan Isaacs --[(INV) written_by]--> Shining Through --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.033840
Path Entropy(↓):  0.168899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jonathan ke quan were directed by who
Start Entity:     Jonathan Ke Quan
Gold Answer:      [['Lou Kennedy']]
Predicted Ans:    Lou Kennedy
Predicted Path:   Jonathan Ke Quan --[(INV) starred_actors]--> Breathing Fire --[directed_by]--> Lou Kennedy
Path (Raw):       Jonathan Ke Quan --[No Operation]--> Jonathan Ke Quan --[(INV) starred_actors]--> Breathing Fire --[directed_by]--> Lou Kennedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie stir crazy were in which genres
Start Entity:     Stir Crazy
Gold Answer:      [['Western', 'Biography', 'Musical', 'Short', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Stir Crazy --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Path (Raw):       Stir Crazy --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Neg LogProb(↓):   0.707589
Path Entropy(↓):  0.768619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by lamberto maggiorani
Start Entity:     Lamberto Maggiorani
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Lamberto Maggiorani --[(INV) starred_actors]--> Bicycle Thieves --[release_year]--> 1948
Path (Raw):       Lamberto Maggiorani --[No Operation]--> Lamberto Maggiorani --[(INV) starred_actors]--> Bicycle Thieves --[release_year]--> 1948
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by victor francen
Start Entity:     Victor Francen
Gold Answer:      [['Mitchell Leisen']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   Victor Francen --[(INV) starred_actors]--> Hold Back the Dawn --[directed_by]--> Mitchell Leisen
Path (Raw):       Victor Francen --[No Operation]--> Victor Francen --[(INV) starred_actors]--> Hold Back the Dawn --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   0.000519
Path Entropy(↓):  0.004447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of planet of the vampires
Start Entity:     Planet of the Vampires
Gold Answer:      [['Giuseppe Barilla', 'Thomas Harris', 'Nikolai Gogol', 'Ennio De Concini', 'Mario Serandrei', 'Mario Bava', 'Marcello Fondato']]
Predicted Ans:    Mario Bava
Predicted Path:   Planet of the Vampires --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[written_by]--> Mario Bava
Path (Raw):       Planet of the Vampires --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[written_by]--> Mario Bava
Neg LogProb(↓):   0.442932
Path Entropy(↓):  0.913289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of duel in the sun
Start Entity:     Duel in the Sun
Gold Answer:      [['Gaslight', 'Spellbound', 'The Purple Plain', 'The Man in the Gray Flannel Suit', 'The Devil-Doll', 'The Road to Glory', 'The Scarlet and the Black', 'Love Is a Many-Splendored Thing', 'Calling Dr. Gillespie', 'On the Beach', 'The Third Man', 'The Paradine Case', 'Guilty Hands', 'The Keys of the Kingdom', 'The Valley of Decision', 'Behold a Pale Horse', 'Mark of the Vampire', 'The Killer Is Loose', 'The Last Sunset', 'Saratoga', 'Camille', 'The Omen', 'Latitude Zero', 'Key Largo', 'The Abominable Dr. Phibes', 'Arabesque', 'The Yearling', 'On Borrowed Time', "The Farmer's Daughter", 'The Boys from Brazil', 'Old Gringo', 'Love Letters', "Airport '77", 'Cape Fear', 'Ah, Wilderness!', 'West of Zanzibar', 'Pork Chop Hill', 'The Sea Wolves', 'Tennessee Johnson', 'A Free Soul', 'The Steel Trap', 'Cluny Brown', "Mackenna's Gold", 'Madame Bovary', 'Gone to Earth', 'Days of Glory', 'Walk Softly, Stranger', "You Can't Take It With You", 'The Guns of Navarone', 'Three Wise Fools', 'Test Pilot', 'Ruby Gentry', 'The Hearse', 'Captain Horatio Hornblower R.N.', 'Lady Be Good', 'Looking Forward', 'Down to the Sea in Ships', 'Portrait of Jennie', 'Night Flight', "I'll Be Seeing You", 'The Big Country', 'To Kill a Mockingbird', 'MacArthur', 'The Snows of Kilimanjaro', 'David and Bathsheba', 'The Great Sinner', 'Niagara', "Twelve O'Clock High", "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', 'The Man with a Cloak', "The Stranger's Return", "Other People's Money", 'A Blueprint for Murder', 'Designing Woman', 'The Temptress', 'Good Morning, Miss Dove', 'Carrie', 'The Gorgeous Hussy', 'Captain Newman, M.D.', 'The Little Colonel', 'Marooned', 'The Bravados', 'The Bells', 'Beyond the Forest', 'Tora! Tora! Tora!', 'Beat the Devil', 'Night People', 'The Magnificent Ambersons', 'Mirage', 'Amazing Grace and Chuck', 'Shadow of a Doubt', 'I Walk the Line', 'The Gunfighter', 'From the Earth to the Moon', 'Moby Dick']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   Duel in the Sun --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Path (Raw):       Duel in the Sun --[starred_actors]--> Gregory Peck --[No Operation]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Neg LogProb(↓):   0.999894
Path Entropy(↓):  1.953370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with steven nalevansky
Start Entity:     Steven Nalevansky
Gold Answer:      [['Jeffrey Bloom']]
Predicted Ans:    Jeffrey Bloom
Predicted Path:   Steven Nalevansky --[(INV) written_by]--> Blood Beach --[written_by]--> Jeffrey Bloom
Path (Raw):       Steven Nalevansky --[No Operation]--> Steven Nalevansky --[(INV) written_by]--> Blood Beach --[written_by]--> Jeffrey Bloom
Neg LogProb(↓):   0.022801
Path Entropy(↓):  0.107783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with kim delaney
Start Entity:     Kim Delaney
Gold Answer:      [['Jeff Fahey', 'Zakes Mokae']]
Predicted Ans:    Jeff Fahey
Predicted Path:   Kim Delaney --[(INV) starred_actors]--> Body Parts --[starred_actors]--> Jeff Fahey
Path (Raw):       Kim Delaney --[No Operation]--> Kim Delaney --[(INV) starred_actors]--> Body Parts --[starred_actors]--> Jeff Fahey
Neg LogProb(↓):   0.083973
Path Entropy(↓):  0.284116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor virginia mendez acted together with who
Start Entity:     Virginia Méndez
Gold Answer:      [['César Troncoso', 'Virginia Ruiz', 'Mario Silva']]
Predicted Ans:    César Troncoso
Predicted Path:   Virginia Méndez --[(INV) starred_actors]--> The Pope's Toilet --[starred_actors]--> César Troncoso
Path (Raw):       Virginia Méndez --[No Operation]--> Virginia Méndez --[(INV) starred_actors]--> The Pope's Toilet --[starred_actors]--> César Troncoso
Neg LogProb(↓):   0.684541
Path Entropy(↓):  0.811554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film charlie chan's secret
Start Entity:     Charlie Chan's Secret
Gold Answer:      [['Jules Furthman', 'Earl Derr Biggers', 'Josef von Sternberg', 'Harry Hervey']]
Predicted Ans:    Earl Derr Biggers
Predicted Path:   Charlie Chan's Secret --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Path (Raw):       Charlie Chan's Secret --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Neg LogProb(↓):   0.002009
Path Entropy(↓):  0.016898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in ankur
Start Entity:     Ankur
Gold Answer:      [['Anant Nag', 'Shabana Azmi']]
Predicted Ans:    Shabana Azmi
Predicted Path:   Ankur --[starred_actors]--> Shabana Azmi --[(INV) starred_actors]--> Ankur --[starred_actors]--> Shabana Azmi
Path (Raw):       Ankur --[starred_actors]--> Shabana Azmi --[(INV) starred_actors]--> Ankur --[starred_actors]--> Shabana Azmi
Neg LogProb(↓):   0.375484
Path Entropy(↓):  1.023576
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with elena fabrizi
Start Entity:     Elena Fabrizi
Gold Answer:      [['Carlo Verdone']]
Predicted Ans:    Carlo Verdone
Predicted Path:   Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone --[starred_actors]--> Carlo Verdone
Path (Raw):       Elena Fabrizi --[No Operation]--> Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone --[starred_actors]--> Carlo Verdone
Neg LogProb(↓):   0.001326
Path Entropy(↓):  0.010339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film revolutionary road released
Start Entity:     Revolutionary Road
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Revolutionary Road --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Revolutionary Road --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.563631
Path Entropy(↓):  4.754858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was frank davis the writer of
Start Entity:     Frank Davis
Gold Answer:      [['The Train']]
Predicted Ans:    The Train
Predicted Path:   Frank Davis --[(INV) written_by]--> The Train --[written_by]--> Frank Davis --[(INV) written_by]--> The Train
Path (Raw):       Frank Davis --[(INV) written_by]--> The Train --[written_by]--> Frank Davis --[(INV) written_by]--> The Train
Neg LogProb(↓):   0.600547
Path Entropy(↓):  0.723693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter george wells co - wrote movies with who
Start Entity:     George Wells
Gold Answer:      [['Glendon Swarthout']]
Predicted Ans:    George Wells
Predicted Path:   George Wells --[(INV) written_by]--> Three Little Words --[written_by]--> George Wells
Path (Raw):       George Wells --[No Operation]--> George Wells --[(INV) written_by]--> Three Little Words --[written_by]--> George Wells
Neg LogProb(↓):   0.662884
Path Entropy(↓):  0.776897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of the film the anniversary
Start Entity:     The Anniversary
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Anniversary --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Anniversary --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.292843
Path Entropy(↓):  4.568650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie electric dragon 80. 000 v
Start Entity:     Electric Dragon 80.000 V
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Electric Dragon 80.000 V --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Electric Dragon 80.000 V --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.874106
Path Entropy(↓):  4.305462
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed twixt
Start Entity:     Twixt
Gold Answer:      [['1979', '1974', '1984', '2007', '1968', '1963', '2009', '1956', '1983', '1972', '1989', '1996', '1986', '2000', '1997', '1966', '2005', '1987', '1969']]
Predicted Ans:    1989
Predicted Path:   Twixt --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[release_year]--> 1989
Path (Raw):       Twixt --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[release_year]--> 1989
Neg LogProb(↓):   1.098760
Path Entropy(↓):  2.171646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in griff the invisible
Start Entity:     Griff the Invisible
Gold Answer:      [['Ryan Kwanten', 'Maeve Dermody']]
Predicted Ans:    Maeve Dermody
Predicted Path:   Griff the Invisible --[starred_actors]--> Maeve Dermody --[(INV) starred_actors]--> Black Water --[starred_actors]--> Maeve Dermody
Path (Raw):       Griff the Invisible --[starred_actors]--> Maeve Dermody --[(INV) starred_actors]--> Black Water --[starred_actors]--> Maeve Dermody
Neg LogProb(↓):   0.152268
Path Entropy(↓):  0.415530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the white ribbon also wrote which movies
Start Entity:     The White Ribbon
Gold Answer:      [['Amour', 'The Piano Teacher', 'Funny Games', '71 Fragments of a Chronology of Chance', 'The Castle', 'Time of the Wolf', 'The Seventh Continent', "Benny's Video", 'Code Unknown']]
Predicted Ans:    Amour
Predicted Path:   The White Ribbon --[written_by]--> Michael Haneke --[(INV) written_by]--> Amour
Path (Raw):       The White Ribbon --[written_by]--> Michael Haneke --[(INV) written_by]--> Amour --[No Operation]--> Amour
Neg LogProb(↓):   0.892961
Path Entropy(↓):  1.267226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is a personal journey with martin scorsese through american movies
Start Entity:     A Personal Journey with Martin Scorsese Through American Movies
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   A Personal Journey with Martin Scorsese Through American Movies --[has_genre]--> Documentary --[(INV) has_genre]--> Room 666 --[has_genre]--> Documentary
Path (Raw):       A Personal Journey with Martin Scorsese Through American Movies --[has_genre]--> Documentary --[(INV) has_genre]--> Room 666 --[has_genre]--> Documentary
Neg LogProb(↓):   3.041387
Path Entropy(↓):  4.226888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was dave green the director of
Start Entity:     Dave Green
Gold Answer:      [['Earth to Echo']]
Predicted Ans:    Earth to Echo
Predicted Path:   Dave Green --[(INV) directed_by]--> Earth to Echo --[directed_by]--> Dave Green --[(INV) directed_by]--> Earth to Echo
Path (Raw):       Dave Green --[(INV) directed_by]--> Earth to Echo --[directed_by]--> Dave Green --[(INV) directed_by]--> Earth to Echo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with triumph of the spirit fall under
Start Entity:     Triumph of the Spirit
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Triumph of the Spirit --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught --[has_genre]--> Thriller
Path (Raw):       Triumph of the Spirit --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught --[has_genre]--> Thriller
Neg LogProb(↓):   0.196865
Path Entropy(↓):  0.489133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of sullivan's travels
Start Entity:     Sullivan's Travels
Gold Answer:      [['William Demarest', 'Henry Fonda', 'Albert Brooks', 'Harold Lloyd', 'Muriel Angelus', 'Barbara Stanwyck', 'Ellen Drew', 'Dick Powell', 'Barbara Lawrence', 'Eddie Bracken', 'Ella Raines', 'Raymond Walburn', 'Linda Darnell', 'Brian Donlevy', 'Rex Harrison', 'Joel McCrea', 'Claudette Colbert', 'Jimmy Conlin', 'Akim Tamiroff', 'Rudy Vallee', 'Nastassja Kinski', 'Dudley Moore', 'Betty Hutton', 'Armand Assante', 'Diana Lynn', 'Mary Astor']]
Predicted Ans:    William Demarest
Predicted Path:   Sullivan's Travels --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[starred_actors]--> William Demarest
Path (Raw):       Sullivan's Travels --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[starred_actors]--> William Demarest
Neg LogProb(↓):   0.131464
Path Entropy(↓):  0.527977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by dwight taylor in
Start Entity:     Dwight Taylor
Gold Answer:      [['English', 'Greek']]
Predicted Ans:    mark sandrich
Predicted Path:   Dwight Taylor --[(INV) written_by]--> Follow the Fleet --[has_tags]--> mark sandrich
Path (Raw):       Dwight Taylor --[No Operation]--> Dwight Taylor --[(INV) written_by]--> Follow the Fleet --[has_tags]--> mark sandrich
Neg LogProb(↓):   0.007227
Path Entropy(↓):  0.050461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in exiled also appears in which movies
Start Entity:     Exiled
Gold Answer:      [['Bullet in the Head', 'PTU', 'Election', 'Sparrow', 'Naked Killer', 'Triangle', 'Breaking News', 'Eye in the Sky', 'Echoes of the Rainbow', 'Ip Man', 'The Mission']]
Predicted Ans:    Election
Predicted Path:   Exiled --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election
Path (Raw):       Exiled --[starred_actors]--> Simon Yam --[No Operation]--> Simon Yam --[(INV) starred_actors]--> Election
Neg LogProb(↓):   0.338709
Path Entropy(↓):  0.965116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by david emge
Start Entity:     David Emge
Gold Answer:      [['Zack Snyder', 'George A. Romero']]
Predicted Ans:    George A. Romero
Predicted Path:   David Emge --[(INV) starred_actors]--> Dawn of the Dead --[directed_by]--> George A. Romero
Path (Raw):       David Emge --[No Operation]--> David Emge --[(INV) starred_actors]--> Dawn of the Dead --[directed_by]--> George A. Romero
Neg LogProb(↓):   0.281739
Path Entropy(↓):  0.557370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of death wish
Start Entity:     Death Wish
Gold Answer:      [['Death Sentence', 'The Stepfather', 'Death Wish II', 'The Last Hard Men', 'Hopscotch']]
Predicted Ans:    The Stepfather
Predicted Path:   Death Wish --[written_by]--> Brian Garfield --[(INV) written_by]--> The Stepfather
Path (Raw):       Death Wish --[No Operation]--> Death Wish --[written_by]--> Brian Garfield --[(INV) written_by]--> The Stepfather
Neg LogProb(↓):   0.942481
Path Entropy(↓):  1.156063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film the fountainhead
Start Entity:     The Fountainhead
Gold Answer:      [['ayn rand', 'king vidor']]
Predicted Ans:    ayn rand
Predicted Path:   The Fountainhead --[has_tags]--> ayn rand --[(INV) has_tags]--> The Fountainhead --[has_tags]--> ayn rand
Path (Raw):       The Fountainhead --[has_tags]--> ayn rand --[(INV) has_tags]--> The Fountainhead --[has_tags]--> ayn rand
Neg LogProb(↓):   0.000708
Path Entropy(↓):  0.006249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by raoul walsh fall under
Start Entity:     Raoul Walsh
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Path (Raw):       Raoul Walsh --[No Operation]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Neg LogProb(↓):   0.590925
Path Entropy(↓):  1.297848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of jonah hex
Start Entity:     Jonah Hex
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Action
Predicted Path:   Jonah Hex --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Jonah Hex --[has_genre]--> Action
Path (Raw):       Jonah Hex --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Jonah Hex --[has_genre]--> Action
Neg LogProb(↓):   0.234753
Path Entropy(↓):  0.705456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by takao okawara
Start Entity:     Takao Okawara
Gold Answer:      [['Yasufumi Hayashi', 'Megumi Odaka', 'Ryoko Sano', 'Masahiro Takashima']]
Predicted Ans:    Megumi Odaka
Predicted Path:   Takao Okawara --[(INV) directed_by]--> Godzilla vs. Mechagodzilla II --[starred_actors]--> Megumi Odaka
Path (Raw):       Takao Okawara --[No Operation]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Mechagodzilla II --[starred_actors]--> Megumi Odaka
Neg LogProb(↓):   0.026972
Path Entropy(↓):  0.140828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by harold lloyd
Start Entity:     Harold Lloyd
Gold Answer:      [['Ted Wilde', 'Elliott Nugent', 'Sam Taylor', 'Fred C. Newmeyer', 'Andrew Bergman', 'Leo McCarey', 'Luis Buñuel', 'Preston Sturges']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Harold Lloyd --[No Operation]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.215773
Path Entropy(↓):  0.570840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by joe silver
Start Entity:     Joe Silver
Gold Answer:      [['David Cronenberg']]
Predicted Ans:    David Cronenberg
Predicted Path:   Joe Silver --[(INV) starred_actors]--> Rabid --[directed_by]--> David Cronenberg
Path (Raw):       Joe Silver --[No Operation]--> Joe Silver --[(INV) starred_actors]--> Rabid --[directed_by]--> David Cronenberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor franklyn seales acted together with who
Start Entity:     Franklyn Seales
Gold Answer:      [['John Savage', 'Powers Boothe', 'Ted Danson', 'Keith Carradine', 'Fred Ward', 'James Woods']]
Predicted Ans:    James Woods
Predicted Path:   Franklyn Seales --[(INV) starred_actors]--> The Onion Field --[starred_actors]--> James Woods
Path (Raw):       Franklyn Seales --[No Operation]--> Franklyn Seales --[(INV) starred_actors]--> The Onion Field --[starred_actors]--> James Woods
Neg LogProb(↓):   0.022984
Path Entropy(↓):  0.114731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of all mine to give were directed by who
Start Entity:     All Mine to Give
Gold Answer:      [['Jean Negulesco']]
Predicted Ans:    Jean Negulesco
Predicted Path:   All Mine to Give --[written_by]--> Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[directed_by]--> Jean Negulesco
Path (Raw):       All Mine to Give --[written_by]--> Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[directed_by]--> Jean Negulesco
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by stuart blumberg starred who
Start Entity:     Stuart Blumberg
Gold Answer:      [['Ben Stiller', 'Edward Norton', 'Anne Bancroft', 'Gwyneth Paltrow', 'Annette Bening', 'Tim Robbins', 'Jenna Elfman', 'Mark Ruffalo', 'Josh Gad']]
Predicted Ans:    Gwyneth Paltrow
Predicted Path:   Stuart Blumberg --[(INV) written_by]--> Thanks for Sharing --[starred_actors]--> Gwyneth Paltrow
Path (Raw):       Stuart Blumberg --[No Operation]--> Stuart Blumberg --[(INV) written_by]--> Thanks for Sharing --[starred_actors]--> Gwyneth Paltrow
Neg LogProb(↓):   0.539391
Path Entropy(↓):  0.976190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed royal flash
Start Entity:     Royal Flash
Gold Answer:      [['David Loughery', 'Lawrence B. Marcus', 'John Haase', 'Burt Shevelove', 'Melvin Frank', 'Leonard Wibberley', 'Larry Gelbart', 'Patrick Ryan', 'James Goldman', 'Alun Owen', 'George MacDonald Fraser', 'Terrence McNally', 'Michael Pertwee']]
Predicted Ans:    David Loughery
Predicted Path:   Royal Flash --[directed_by]--> Richard Lester --[(INV) directed_by]--> The Three Musketeers --[written_by]--> David Loughery
Path (Raw):       Royal Flash --[directed_by]--> Richard Lester --[(INV) directed_by]--> The Three Musketeers --[written_by]--> David Loughery
Neg LogProb(↓):   0.711272
Path Entropy(↓):  1.141962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did harrison gilbertson star in
Start Entity:     Harrison Gilbertson
Gold Answer:      [['Accidents Happen', 'Haunt']]
Predicted Ans:    Accidents Happen
Predicted Path:   Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[starred_actors]--> Harry Cook --[(INV) starred_actors]--> Accidents Happen
Path (Raw):       Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[starred_actors]--> Harry Cook --[(INV) starred_actors]--> Accidents Happen
Neg LogProb(↓):   0.046405
Path Entropy(↓):  0.212346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with mutiny on the bounty fall under
Start Entity:     Mutiny on the Bounty
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Mutiny on the Bounty --[written_by]--> James Norman Hall --[(INV) written_by]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       Mutiny on the Bounty --[written_by]--> James Norman Hall --[(INV) written_by]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   0.699664
Path Entropy(↓):  0.734187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with rough night in jericho fall under
Start Entity:     Rough Night in Jericho
Gold Answer:      [['Drama', 'War', 'Crime', 'Action']]
Predicted Ans:    Western
Predicted Path:   Rough Night in Jericho --[directed_by]--> Arnold Laven --[(INV) directed_by]--> Rough Night in Jericho --[has_genre]--> Western
Path (Raw):       Rough Night in Jericho --[directed_by]--> Arnold Laven --[(INV) directed_by]--> Rough Night in Jericho --[has_genre]--> Western
Neg LogProb(↓):   0.524899
Path Entropy(↓):  0.680912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by actors in 7 faces of dr. lao
Start Entity:     7 Faces of Dr. Lao
Gold Answer:      [['Musical', 'Adventure', 'Comedy']]
Predicted Ans:    Fantasy
Predicted Path:   7 Faces of Dr. Lao --[starred_actors]--> Tony Randall --[(INV) starred_actors]--> 7 Faces of Dr. Lao --[has_genre]--> Fantasy
Path (Raw):       7 Faces of Dr. Lao --[starred_actors]--> Tony Randall --[(INV) starred_actors]--> 7 Faces of Dr. Lao --[has_genre]--> Fantasy
Neg LogProb(↓):   0.271140
Path Entropy(↓):  0.868972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of the uninvited
Start Entity:     The Uninvited
Gold Answer:      [['Suddenly', 'Appointment with Danger', "At Sword's Point", 'Illegal']]
Predicted Ans:    The Uninvited
Predicted Path:   The Uninvited --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited
Path (Raw):       The Uninvited --[No Operation]--> The Uninvited --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited
Neg LogProb(↓):   0.354490
Path Entropy(↓):  0.662900
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by michel muller
Start Entity:     Michel Muller
Gold Answer:      [['Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   Michel Muller --[(INV) starred_actors]--> Wasabi --[written_by]--> Luc Besson
Path (Raw):       Michel Muller --[No Operation]--> Michel Muller --[(INV) starred_actors]--> Wasabi --[written_by]--> Luc Besson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by stuart urban were released in which years
Start Entity:     Stuart Urban
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Stuart Urban --[(INV) directed_by]--> Preaching to the Perverted --[release_year]--> 1997
Path (Raw):       Stuart Urban --[No Operation]--> Stuart Urban --[(INV) directed_by]--> Preaching to the Perverted --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Sharon maguire was the director of which films
Start Entity:     Sharon Maguire
Gold Answer:      [['Incendiary', "Bridget Jones's Diary"]]
Predicted Ans:    Incendiary
Predicted Path:   Sharon Maguire --[(INV) directed_by]--> Incendiary --[directed_by]--> Sharon Maguire --[(INV) directed_by]--> Incendiary
Path (Raw):       Sharon Maguire --[(INV) directed_by]--> Incendiary --[directed_by]--> Sharon Maguire --[(INV) directed_by]--> Incendiary
Neg LogProb(↓):   0.272436
Path Entropy(↓):  0.742610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film private confessions released
Start Entity:     Private Confessions
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Private Confessions --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Path (Raw):       Private Confessions --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Neg LogProb(↓):   2.885296
Path Entropy(↓):  4.579853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the crowd roars
Start Entity:     The Crowd Roars
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   The Crowd Roars --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Path (Raw):       The Crowd Roars --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Neg LogProb(↓):   1.496034
Path Entropy(↓):  2.880764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film a handful of dust
Start Entity:     A Handful of Dust
Gold Answer:      [['2008', '2003', '2005', '1991', '1965', '1994', '2012']]
Predicted Ans:    2005
Predicted Path:   A Handful of Dust --[written_by]--> Charles Sturridge --[(INV) written_by]--> Lassie --[release_year]--> 2005
Path (Raw):       A Handful of Dust --[written_by]--> Charles Sturridge --[(INV) written_by]--> Lassie --[release_year]--> 2005
Neg LogProb(↓):   0.640219
Path Entropy(↓):  1.335036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the muppet christmas carol were released in which years
Start Entity:     The Muppet Christmas Carol
Gold Answer:      [['1970', '1946', '1935', '1984', '1998', '2009', '1982', '1994', '1948', '1938', '2002', '2012', '1962', '1988', '2000', '1997', '2005', '1999', '1958']]
Predicted Ans:    1935
Predicted Path:   The Muppet Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> A Tale of Two Cities --[release_year]--> 1935
Path (Raw):       The Muppet Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> A Tale of Two Cities --[release_year]--> 1935
Neg LogProb(↓):   2.206181
Path Entropy(↓):  3.544555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did andrea arnold write
Start Entity:     Andrea Arnold
Gold Answer:      [['Red Road', 'Wuthering Heights', 'Fish Tank']]
Predicted Ans:    Red Road
Predicted Path:   Andrea Arnold --[(INV) written_by]--> Red Road --[written_by]--> Andrea Arnold --[(INV) written_by]--> Red Road
Path (Raw):       Andrea Arnold --[(INV) written_by]--> Red Road --[written_by]--> Andrea Arnold --[(INV) written_by]--> Red Road
Neg LogProb(↓):   0.376797
Path Entropy(↓):  0.855650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by george dawes green fall under
Start Entity:     George Dawes Green
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   George Dawes Green --[(INV) written_by]--> The Caveman's Valentine --[has_genre]--> Drama
Path (Raw):       George Dawes Green --[No Operation]--> George Dawes Green --[(INV) written_by]--> The Caveman's Valentine --[has_genre]--> Drama
Neg LogProb(↓):   0.000193
Path Entropy(↓):  0.001842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of masked and anonymous also starred in which films
Start Entity:     Masked and Anonymous
Gold Answer:      [['The Amateurs', 'Nadine', 'Broken Embraces', 'Pope Joan', '8 Million Ways to Die', 'Stella', 'King Ralph', 'Fallen', 'Fat City', "Don't Tempt Me", 'All the Pretty Horses', 'King Kong', 'Vanilla Sky', 'The Big Easy', 'Bandidas', 'Winter Kills', 'Kiss Me Goodbye', 'K-PAX', 'O Brother, Where Art Thou?', 'Crazy Heart', 'The Big Lebowski', 'Stay Hungry', 'Always', 'Pie in the Sky', 'Rancho Deluxe', 'The Jungle Book 2', 'The Last Unicorn', 'Monsters University', 'Monsters, Inc.', 'A Streetcar Named Desire', 'The Fisher King', 'Dont Look Back', 'Bad Company', 'The Contender', "Everybody's All-American", 'Dirty Deeds', 'The Last American Hero', 'The Counselor', 'Hearts of the West', 'American Heart', 'The Giver', "Cutter's Way", 'The Muse', 'Open Your Eyes', 'What Planet Are You From?', 'The Men Who Stare at Goats', 'The Mirror Has Two Faces', 'Love Can Seriously Damage Your Health', 'Matinee', 'Thunderbolt and Lightfoot', 'Sahara', 'Woman on Top', "Surf's Up", "Don't Move", "Captain Corelli's Mandolin", 'Volver', 'True Stories', 'A Dog Year', "We're Back! A Dinosaur's Story", 'Iron Man', 'Blown Away', 'Arachnophobia', 'True Grit', 'Arlington Road', 'R.I.P.D.', 'Born Yesterday', 'Stick It', 'Wild Bill', 'The Last Picture Show', 'Fearless', 'Barton Fink', 'Argo', 'The Flintstones', 'Raising Arizona', 'The Good Night', 'The Girl of Your Dreams', 'Gigantic', 'Elegy', 'Simpatico', 'The Vanishing', 'The Morning After', 'Bringing Out the Dead', 'Starman', 'Sea of Love', 'The Fabulous Baker Boys', 'The Babe', 'Against All Odds', 'Seventh Son', 'See You in the Morning', 'Noel']]
Predicted Ans:    Don't Move
Predicted Path:   Masked and Anonymous --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move
Path (Raw):       Masked and Anonymous --[starred_actors]--> Penélope Cruz --[No Operation]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move
Neg LogProb(↓):   1.786141
Path Entropy(↓):  2.391622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of thunderbolt also wrote which films
Start Entity:     Thunderbolt
Gold Answer:      [['The Medallion', 'Painted Skin', 'King of Beggars', 'Fist of Legend']]
Predicted Ans:    Thunderbolt
Predicted Path:   Thunderbolt --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt
Path (Raw):       Thunderbolt --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[No Operation]--> Thunderbolt
Neg LogProb(↓):   0.040476
Path Entropy(↓):  0.202757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by the writer of pixote starred who
Start Entity:     Pixote
Gold Answer:      [['Luiz Carlos Vasconcelos']]
Predicted Ans:    Fernando Ramos da Silva
Predicted Path:   Pixote --[written_by]--> José Louzeiro --[(INV) written_by]--> Pixote --[starred_actors]--> Fernando Ramos da Silva
Path (Raw):       Pixote --[written_by]--> José Louzeiro --[(INV) written_by]--> Pixote --[starred_actors]--> Fernando Ramos da Silva
Neg LogProb(↓):   0.695803
Path Entropy(↓):  0.787869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film husk were in which genres
Start Entity:     Husk
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Husk --[starred_actors]--> Devon Graye --[(INV) starred_actors]--> Legendary --[has_genre]--> Drama
Path (Raw):       Husk --[starred_actors]--> Devon Graye --[(INV) starred_actors]--> Legendary --[has_genre]--> Drama
Neg LogProb(↓):   0.447216
Path Entropy(↓):  0.763862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie lili are directed by who
Start Entity:     Lili
Gold Answer:      [['Jean Negulesco', 'Bryan Forbes', 'Ken Russell', 'Giulio Paradisi', 'Fritz Lang', 'Richard Thorpe', 'Gottfried Reinhardt', 'Thomas McCarthy', 'King Vidor', 'Jacqueline Audry', 'Henry King', 'Charles Walters', 'Peter Chelsom', 'Fletcher Markle', 'Vincente Minnelli', 'George Sidney', 'Alfred L. Werker']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Lili --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> Gigi --[directed_by]--> Vincente Minnelli
Path (Raw):       Lili --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> Gigi --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.333122
Path Entropy(↓):  0.766594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was games of love and chance released
Start Entity:     Games of Love and Chance
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Games of Love and Chance --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Games of Love and Chance --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.118304
Path Entropy(↓):  4.578897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of fat girl
Start Entity:     Fat Girl
Gold Answer:      [['2009', '1972', '1944', '2001', '2004', '1916', '1985', '1999', '2002', '2007']]
Predicted Ans:    1944
Predicted Path:   Fat Girl --[written_by]--> Catherine Breillat --[(INV) written_by]--> Bluebeard --[release_year]--> 1944
Path (Raw):       Fat Girl --[written_by]--> Catherine Breillat --[(INV) written_by]--> Bluebeard --[release_year]--> 1944
Neg LogProb(↓):   0.733004
Path Entropy(↓):  1.017625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the water horse
Start Entity:     The Water Horse
Gold Answer:      [['Jay Russell']]
Predicted Ans:    Jay Russell
Predicted Path:   The Water Horse --[directed_by]--> Jay Russell --[(INV) directed_by]--> Ladder 49 --[directed_by]--> Jay Russell
Path (Raw):       The Water Horse --[directed_by]--> Jay Russell --[(INV) directed_by]--> Ladder 49 --[directed_by]--> Jay Russell
Neg LogProb(↓):   0.502815
Path Entropy(↓):  0.975372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film monsieur verdoux released
Start Entity:     Monsieur Verdoux
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Monsieur Verdoux --[release_year]--> 1947 --[(INV) release_year]--> The Sea of Grass --[release_year]--> 1947
Path (Raw):       Monsieur Verdoux --[release_year]--> 1947 --[(INV) release_year]--> The Sea of Grass --[release_year]--> 1947
Neg LogProb(↓):   2.853559
Path Entropy(↓):  3.897889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by matt damon
Start Entity:     Matt Damon
Gold Answer:      [['N. Richard Nash', 'Patricia Highsmith', 'Michael Hoffman', 'Neill Blomkamp', 'George Clooney', 'Benjamin Mee', 'Grant Heslov', 'Robert Ludlum', 'Ben Affleck', 'John Krasinski', 'Philip K. Dick', 'Richard LaGravenese', 'Cormac McCarthy', 'Gus Van Sant', 'Steven Pressfield', 'Casey Affleck', 'Dave Eggers', 'Francis Ford Coppola', 'John Grisham', 'Eric Roth', 'Scott Z. Burns', 'Kurt Eichenwald', 'Marguerite Roberts', 'Charles Portis', 'Anthony Minghella', 'Cameron Crowe', 'Tony Gilroy', 'William Monahan', 'Robert M. Edsel', 'Scott Thorson', 'John Carlin', 'George Nolfi']]
Predicted Ans:    Tony Gilroy
Predicted Path:   Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[written_by]--> Tony Gilroy
Path (Raw):       Matt Damon --[No Operation]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[written_by]--> Tony Gilroy
Neg LogProb(↓):   0.990262
Path Entropy(↓):  1.891040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the wild is the wind director release
Start Entity:     Wild Is the Wind
Gold Answer:      [['1954', '1944', '2008', '1993', '1936', '1935', '1941', '1968', '1939', '1933', '1957', '1953', '1947', '1994', '1932', '1956', '1931', '1976', '1972', '1942', '1940', '1938', '1981', '1962', '2000', '1964', '1949', '1950', '1960', '1952', '1987', '1937']]
Predicted Ans:    1935
Predicted Path:   Wild Is the Wind --[directed_by]--> George Cukor --[(INV) directed_by]--> Sylvia Scarlett --[release_year]--> 1935
Path (Raw):       Wild Is the Wind --[directed_by]--> George Cukor --[(INV) directed_by]--> Sylvia Scarlett --[release_year]--> 1935
Neg LogProb(↓):   1.917627
Path Entropy(↓):  2.862595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in heights
Start Entity:     Heights
Gold Answer:      [['Christopher Hampton', 'Michael Almereyda', 'Boris Pasternak', 'Andrew W. Marlowe', 'Dodie Smith', 'Paul Haggis', 'Franco Zeffirelli', 'Rose Troche', 'Glenn Close', 'William Shakespeare', 'Roberto Orci', 'Alex Kurtzman', 'Guillaume Lemans', 'Jon Blair', 'Kenneth Branagh', 'Patricia MacLachlan', 'Grigori Kozintsev', 'Steven Brill', 'John Irving', 'James Dearden', 'Ira Levin', 'Lawrence Kasdan', 'Bob Tzudiker', 'Noni White', 'Reinhard Klooss', 'Steve Tesich', 'Jessica Postigo', 'Mike Disa', 'Melisa Wallack', 'Kevin Smith', 'Christopher Miller', 'Phil Lord', 'Fred Cavayé', 'Choderlos de Laclos', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'George Moore', 'William Goldman', 'Jody Lambert', 'Bernard Malamud', 'Edgar Rice Burroughs', 'Tony Richardson', 'Anne Frank', 'Paul Rudnick', 'Tab Murphy', 'John Hughes', 'Jonathan Gems', 'Bruce Beresford']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Heights --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[written_by]--> Kenneth Branagh
Path (Raw):       Heights --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[written_by]--> Kenneth Branagh
Neg LogProb(↓):   2.368402
Path Entropy(↓):  2.671191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of eggs
Start Entity:     Eggs
Gold Answer:      [['Matt Dillon']]
Predicted Ans:    Matt Dillon
Predicted Path:   Eggs --[directed_by]--> Bent Hamer --[(INV) directed_by]--> Factotum --[starred_actors]--> Matt Dillon
Path (Raw):       Eggs --[directed_by]--> Bent Hamer --[(INV) directed_by]--> Factotum --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.000294
Path Entropy(↓):  0.002756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the little prince
Start Entity:     The Little Prince
Gold Answer:      [['Fantasy', 'Musical']]
Predicted Ans:    Fantasy
Predicted Path:   The Little Prince --[has_genre]--> Fantasy --[(INV) has_genre]--> The Lost Continent --[has_genre]--> Fantasy
Path (Raw):       The Little Prince --[has_genre]--> Fantasy --[(INV) has_genre]--> The Lost Continent --[has_genre]--> Fantasy
Neg LogProb(↓):   1.521403
Path Entropy(↓):  2.215530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by paolo bonacelli were written by who
Start Entity:     Paolo Bonacelli
Gold Answer:      [['Billy Hayes', 'Oliver Stone', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Paolo Bonacelli --[(INV) starred_actors]--> Johnny Stecchino --[written_by]--> Roberto Benigni
Path (Raw):       Paolo Bonacelli --[No Operation]--> Paolo Bonacelli --[(INV) starred_actors]--> Johnny Stecchino --[written_by]--> Roberto Benigni
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of wild orchid also starred in which films
Start Entity:     Wild Orchid
Gold Answer:      [['Passion Play', 'Homeboy', 'Generation Iron', 'The Wrestler', 'Double Team', 'Domino', 'Scenes from the Class Struggle in Beverly Hills', 'Johnny Handsome', 'Barfly', 'Immortals', 'Bullitt', 'Under the Volcano', 'Rumble Fish', 'Harley Davidson and the Marlboro Man', 'End of the Game', 'White Sands', 'Angel Heart', 'Day for Night', "Buffalo '66", 'Killshot', 'The Deep', 'Spun', 'Bullet', 'Desperate Hours', 'Year of the Dragon', 'The Pope of Greenwich Village', 'Who Is Killing the Great Chefs of Europe?', 'The Sweet Ride', 'A Prayer for the Dying', 'The Thief Who Came to Dinner', 'The Sleepy Time Gal']]
Predicted Ans:    The Deep
Predicted Path:   Wild Orchid --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep
Path (Raw):       Wild Orchid --[starred_actors]--> Jacqueline Bisset --[No Operation]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep
Neg LogProb(↓):   0.615731
Path Entropy(↓):  1.436462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by fritz rotter
Start Entity:     Fritz Rotter
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Fritz Rotter --[(INV) written_by]--> Something in the Wind --[release_year]--> 1947
Path (Raw):       Fritz Rotter --[No Operation]--> Fritz Rotter --[(INV) written_by]--> Something in the Wind --[release_year]--> 1947
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote dil se..
Start Entity:     Dil Se..
Gold Answer:      [['Abhishek Bachchan', 'Mithun Chakraborty', 'Madhavan']]
Predicted Ans:    Abhishek Bachchan
Predicted Path:   Dil Se.. --[written_by]--> Mani Ratnam --[(INV) written_by]--> Guru --[starred_actors]--> Abhishek Bachchan
Path (Raw):       Dil Se.. --[written_by]--> Mani Ratnam --[(INV) written_by]--> Guru --[starred_actors]--> Abhishek Bachchan
Neg LogProb(↓):   0.358802
Path Entropy(↓):  0.972006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the pursuit of happyness are written by who
Start Entity:     The Pursuit of Happyness
Gold Answer:      [['Harvey Weinstein', 'Gabriele Muccino', 'Paul Haggis']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   The Pursuit of Happyness --[directed_by]--> Gabriele Muccino --[(INV) directed_by]--> The Last Kiss --[written_by]--> Gabriele Muccino
Path (Raw):       The Pursuit of Happyness --[directed_by]--> Gabriele Muccino --[(INV) directed_by]--> The Last Kiss --[written_by]--> Gabriele Muccino
Neg LogProb(↓):   0.771564
Path Entropy(↓):  1.055945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director claire denis
Start Entity:     Claire Denis
Gold Answer:      [['Giulia Boschi', 'Béatrice Dalle', 'Alex Descas', 'Tricia Vessey', 'Isabelle Huppert', 'François Cluzet', 'Isaach De Bankolé', 'William Shatner', 'Vincent Gallo']]
Predicted Ans:    François Cluzet
Predicted Path:   Claire Denis --[(INV) directed_by]--> Chocolat --[starred_actors]--> François Cluzet
Path (Raw):       Claire Denis --[No Operation]--> Claire Denis --[(INV) directed_by]--> Chocolat --[starred_actors]--> François Cluzet
Neg LogProb(↓):   0.081673
Path Entropy(↓):  0.291325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the elvis director
Start Entity:     Elvis
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Elvis --[directed_by]--> John Carpenter --[(INV) directed_by]--> The Thing --[in_language]--> Norwegian
Path (Raw):       Elvis --[directed_by]--> John Carpenter --[(INV) directed_by]--> The Thing --[in_language]--> Norwegian
Neg LogProb(↓):   0.705803
Path Entropy(↓):  0.777317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by steve guttenberg
Start Entity:     steve guttenberg
Gold Answer:      [['Cocoon', 'Police Academy']]
Predicted Ans:    Blast from the Past
Predicted Path:   steve guttenberg --[(INV) has_tags]--> Police Academy --[has_tags]--> hugh wilson --[(INV) has_tags]--> Blast from the Past
Path (Raw):       steve guttenberg --[(INV) has_tags]--> Police Academy --[has_tags]--> hugh wilson --[(INV) has_tags]--> Blast from the Past
Neg LogProb(↓):   0.026420
Path Entropy(↓):  0.145549
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of fear x
Start Entity:     Fear X
Gold Answer:      [['Uli Edel', 'Nicolas Winding Refn', 'Luis Prieto']]
Predicted Ans:    Nicolas Winding Refn
Predicted Path:   Fear X --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Valhalla Rising --[directed_by]--> Nicolas Winding Refn
Path (Raw):       Fear X --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Valhalla Rising --[directed_by]--> Nicolas Winding Refn
Neg LogProb(↓):   0.163027
Path Entropy(↓):  0.472723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of get shorty
Start Entity:     Get Shorty
Gold Answer:      [['1997', '2012', '1993', '2006', '1999', '2002', '1986']]
Predicted Ans:    1997
Predicted Path:   Get Shorty --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black --[release_year]--> 1997
Path (Raw):       Get Shorty --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black --[release_year]--> 1997
Neg LogProb(↓):   1.120491
Path Entropy(↓):  1.877095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of reckless
Start Entity:     Reckless
Gold Answer:      [['Two Bits', 'Perfect Stranger', 'The Corruptor', 'Confidence', 'Fear', 'Glengarry Glen Ross', 'At Close Range', "Who's That Girl", 'After Dark, My Sweet', 'The Chamber', 'Prelude to a Kiss']]
Predicted Ans:    Fear
Predicted Path:   Reckless --[directed_by]--> James Foley --[(INV) directed_by]--> Fear
Path (Raw):       Reckless --[directed_by]--> James Foley --[(INV) directed_by]--> Fear --[No Operation]--> Fear
Neg LogProb(↓):   0.125015
Path Entropy(↓):  0.497380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did albert lamorisse write
Start Entity:     Albert Lamorisse
Gold Answer:      [['The Red Balloon', 'White Mane']]
Predicted Ans:    The Red Balloon
Predicted Path:   Albert Lamorisse --[(INV) written_by]--> The Red Balloon --[written_by]--> Albert Lamorisse --[(INV) written_by]--> The Red Balloon
Path (Raw):       Albert Lamorisse --[(INV) written_by]--> The Red Balloon --[written_by]--> Albert Lamorisse --[(INV) written_by]--> The Red Balloon
Neg LogProb(↓):   0.003469
Path Entropy(↓):  0.025123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film different for girls were released in which years
Start Entity:     Different for Girls
Gold Answer:      [['1995', '1998', '1991', '1996', '1999', '2002', '1987', '2012']]
Predicted Ans:    1996
Predicted Path:   Different for Girls --[starred_actors]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations --[release_year]--> 1996
Path (Raw):       Different for Girls --[starred_actors]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations --[release_year]--> 1996
Neg LogProb(↓):   0.070547
Path Entropy(↓):  0.285793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by terri hughes
Start Entity:     Terri Hughes
Gold Answer:      [['Rodman Flender']]
Predicted Ans:    Rodman Flender
Predicted Path:   Terri Hughes --[(INV) written_by]--> Idle Hands --[directed_by]--> Rodman Flender
Path (Raw):       Terri Hughes --[No Operation]--> Terri Hughes --[(INV) written_by]--> Idle Hands --[directed_by]--> Rodman Flender
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by nicol williamson were written by who
Start Entity:     Nicol Williamson
Gold Answer:      [['Michael Almereyda', 'Tony Richardson', 'John V. Soto', 'Boris Pasternak', 'Kenneth Branagh', 'Franco Zeffirelli', 'Mark Mills', 'Grigori Kozintsev', 'Barry Unsworth', 'L. Frank Baum', 'Walter Murch', 'William Shakespeare', 'Nicholas Meyer']]
Predicted Ans:    William Shakespeare
Predicted Path:   Nicol Williamson --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Path (Raw):       Nicol Williamson --[No Operation]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Neg LogProb(↓):   2.468257
Path Entropy(↓):  2.679117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie ginger and fred were in which genres
Start Entity:     Ginger and Fred
Gold Answer:      [['Music', 'Documentary', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Mystery']]
Predicted Ans:    Horror
Predicted Path:   Ginger and Fred --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[has_genre]--> Horror
Path (Raw):       Ginger and Fred --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[has_genre]--> Horror
Neg LogProb(↓):   0.937334
Path Entropy(↓):  2.015299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of cookie's fortune
Start Entity:     Cookie's Fortune
Gold Answer:      [['1980', '1970', '2003', '1992', '1993', '2006', '1985', '1979', '1974', '1984', '1977', '1998', '1957', '1973', '1983', '1976', '1972', '2001', '1996', '1978', '1975', '1987', '1969']]
Predicted Ans:    1999
Predicted Path:   Cookie's Fortune --[directed_by]--> Robert Altman --[(INV) directed_by]--> Cookie's Fortune --[release_year]--> 1999
Path (Raw):       Cookie's Fortune --[directed_by]--> Robert Altman --[(INV) directed_by]--> Cookie's Fortune --[release_year]--> 1999
Neg LogProb(↓):   1.890139
Path Entropy(↓):  2.762818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films written by herman melville
Start Entity:     Herman Melville
Gold Answer:      [['Claire Denis', 'John Huston', 'Peter Ustinov', 'Ryan Little', 'Jonathan Parker']]
Predicted Ans:    Ryan Little
Predicted Path:   Herman Melville --[(INV) written_by]--> Age of the Dragons --[directed_by]--> Ryan Little
Path (Raw):       Herman Melville --[No Operation]--> Herman Melville --[(INV) written_by]--> Age of the Dragons --[directed_by]--> Ryan Little
Neg LogProb(↓):   0.121301
Path Entropy(↓):  0.412738
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by let sleeping corpses lie actors
Start Entity:     Let Sleeping Corpses Lie
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Let Sleeping Corpses Lie --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Path (Raw):       Let Sleeping Corpses Lie --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Neg LogProb(↓):   0.000431
Path Entropy(↓):  0.004101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the pit and the pendulum also wrote movies
Start Entity:     The Pit and the Pendulum
Gold Answer:      [['Your Vice Is a Locked Room and Only I Have the Key', 'The Haunted Palace', 'Tales of Terror', 'The Fall of the House of Usher', 'Phantom of the Rue Morgue', 'Murders in the Rue Morgue', 'The Tomb of Ligeia', 'The Black Cat', 'Two Evil Eyes', 'The Masque of the Red Death', 'House of Usher', 'Stonehearst Asylum', 'Spirits of the Dead', 'The Raven']]
Predicted Ans:    Your Vice Is a Locked Room and Only I Have the Key
Predicted Path:   The Pit and the Pendulum --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key
Path (Raw):       The Pit and the Pendulum --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[No Operation]--> Your Vice Is a Locked Room and Only I Have the Key
Neg LogProb(↓):   1.010430
Path Entropy(↓):  1.678213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Henry jaglom directed which movies
Start Entity:     Henry Jaglom
Gold Answer:      [['Déjà Vu', 'Venice/Venice', 'Last Summer in the Hamptons', 'A Safe Place', 'Festival in Cannes', 'Irene in Time']]
Predicted Ans:    Déjà Vu
Predicted Path:   Henry Jaglom --[(INV) directed_by]--> Irene in Time --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Déjà Vu
Path (Raw):       Henry Jaglom --[(INV) directed_by]--> Irene in Time --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Déjà Vu
Neg LogProb(↓):   0.830672
Path Entropy(↓):  1.907342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie chocolat, when was it released
Start Entity:     Chocolat
Gold Answer:      [['1988']]
Predicted Ans:    2000
Predicted Path:   Chocolat --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Chocolat --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   3.109222
Path Entropy(↓):  4.788569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by zeke richardson
Start Entity:     Zeke Richardson
Gold Answer:      [['Liam Aiken']]
Predicted Ans:    Liam Aiken
Predicted Path:   Zeke Richardson --[(INV) written_by]--> Good Boy! --[starred_actors]--> Liam Aiken
Path (Raw):       Zeke Richardson --[No Operation]--> Zeke Richardson --[(INV) written_by]--> Good Boy! --[starred_actors]--> Liam Aiken
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the road to glory actors
Start Entity:     The Road to Glory
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Road to Glory --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Executive Suite --[has_genre]--> Drama
Path (Raw):       The Road to Glory --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Executive Suite --[has_genre]--> Drama
Neg LogProb(↓):   0.807426
Path Entropy(↓):  1.889312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of can't hardly wait
Start Entity:     Can't Hardly Wait
Gold Answer:      [['Josie and the Pussycats']]
Predicted Ans:    Can't Hardly Wait
Predicted Path:   Can't Hardly Wait --[directed_by]--> Harry Elfont --[(INV) directed_by]--> Can't Hardly Wait
Path (Raw):       Can't Hardly Wait --[directed_by]--> Harry Elfont --[(INV) directed_by]--> Can't Hardly Wait --[No Operation]--> Can't Hardly Wait
Neg LogProb(↓):   0.607912
Path Entropy(↓):  1.150675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the agony and the ecstasy is also the director of which films
Start Entity:     The Agony and the Ecstasy
Gold Answer:      [['Odd Man Out', 'The Key', 'A Kid for Two Farthings', 'The Third Man', 'Night Train to Munich', 'Trapeze', 'Mutiny on the Bounty', 'The Stars Look Down', 'Outcast of the Islands', 'The Fallen Idol', 'The Man Between', 'The Way Ahead', 'Our Man in Havana']]
Predicted Ans:    Night Train to Munich
Predicted Path:   The Agony and the Ecstasy --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich
Path (Raw):       The Agony and the Ecstasy --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[No Operation]--> Night Train to Munich
Neg LogProb(↓):   0.882269
Path Entropy(↓):  1.868426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie waterland are written by who
Start Entity:     Waterland
Gold Answer:      [['Kami Garcia', 'Margaret Stohl', 'Linda Woolverton', 'Robert B. Parker', 'Robert Knott', 'Peter Buchman', 'Christopher Paolini', 'John Fowles', 'Robert Bolt', 'Allan Scott', 'David Lynch', 'Robin Hunter', 'Irene Mecchi', 'Jerzy Skolimowski', 'Greg Latter', 'Pascal Mercier', 'Ulrich Herrmann', 'Richard LaGravenese', 'Josephine Hart', 'Bernardo Bertolucci', 'Paul Theroux', 'David Cronenberg', 'J.C. Chandor', 'Vladimir Nabokov', 'David Henry Hwang', 'Norman Snider', 'Jonathan Roberts', 'Jack Geasland', 'George Scribner', 'Bari Wood', 'Lem Dobbs', 'Wayne Wang', 'Brian Klugman', 'Lee Sternthal', 'Ed Harris', 'Susan Minot', 'Harold Pinter', 'Michael Radford', 'Randall Wallace']]
Predicted Ans:    Margaret Stohl
Predicted Path:   Waterland --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Beautiful Creatures --[written_by]--> Margaret Stohl
Path (Raw):       Waterland --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Beautiful Creatures --[written_by]--> Margaret Stohl
Neg LogProb(↓):   0.893617
Path Entropy(↓):  1.282703
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of æon flux starred who
Start Entity:     Æon Flux
Gold Answer:      [['Megan Fox', 'Amanda Seyfried', 'Johnny Simmons', 'Adam Brody', 'Michelle Rodriguez']]
Predicted Ans:    Michelle Rodriguez
Predicted Path:   Æon Flux --[directed_by]--> Karyn Kusama --[(INV) directed_by]--> Girlfight --[starred_actors]--> Michelle Rodriguez
Path (Raw):       Æon Flux --[directed_by]--> Karyn Kusama --[(INV) directed_by]--> Girlfight --[starred_actors]--> Michelle Rodriguez
Neg LogProb(↓):   0.383294
Path Entropy(↓):  0.651319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of westward ho
Start Entity:     Westward Ho
Gold Answer:      [['Barbara Sheldon', 'John Wayne', 'Yakima Canutt', 'Sheila Terry', 'Polly Ann Young', 'Edward Peil Sr.', 'Verna Hillie']]
Predicted Ans:    John Wayne
Predicted Path:   Westward Ho --[directed_by]--> Robert N. Bradbury --[(INV) directed_by]--> Texas Terror --[starred_actors]--> John Wayne
Path (Raw):       Westward Ho --[directed_by]--> Robert N. Bradbury --[(INV) directed_by]--> Texas Terror --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.812149
Path Entropy(↓):  1.406096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie clockstoppers
Start Entity:     Clockstoppers
Gold Answer:      [['William Friedkin', 'Rod Daniel', 'Xavier Gens', 'Stephen Herek', 'Stefan Ruzowitzky', 'Christopher Coppola', 'John Polson', 'Uwe Boll', 'Charles Winkler', 'Jeff Franklin', 'Don Roos', 'Nickolas Perry', 'James Cameron', 'Geoffrey Wright', 'Barbara Kopple', 'Franc Roddam', 'Yann Samuell']]
Predicted Ans:    James Cameron
Predicted Path:   Clockstoppers --[starred_actors]--> Michael Biehn --[(INV) starred_actors]--> The Terminator --[directed_by]--> James Cameron
Path (Raw):       Clockstoppers --[starred_actors]--> Michael Biehn --[(INV) starred_actors]--> The Terminator --[directed_by]--> James Cameron
Neg LogProb(↓):   0.606548
Path Entropy(↓):  1.135040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film wild at heart
Start Entity:     Wild at Heart
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Wild at Heart --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Wild at Heart --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.484348
Path Entropy(↓):  3.038003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by richard l. bare
Start Entity:     Richard L. Bare
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Richard L. Bare --[(INV) directed_by]--> Shoot-Out at Medicine Bend --[has_genre]--> Western
Path (Raw):       Richard L. Bare --[No Operation]--> Richard L. Bare --[(INV) directed_by]--> Shoot-Out at Medicine Bend --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film over the hedge
Start Entity:     Over the Hedge
Gold Answer:      [['Walter Hill', 'Don Scardino', 'James Foley', 'Glenn Gordon Caron', 'Chris Renaud', 'Pierre Coffin', 'Miguel Arteta', 'Edward Zwick', 'Mike Nichols', 'Steve Martino', 'Jimmy Hayward', 'Jim Rash', 'Renny Harlin', 'Nat Faxon', 'David Barrett', 'Paul McGuigan', 'Luc Besson', 'Bennett Miller', 'Mabrouk El Mechri', 'Mike Gunther', 'Rian Johnson', 'Jonathan Mostow', 'Blake Edwards', 'Tony Scott', 'Barry Levinson', 'Richard Donner', 'Shawn Levy', 'Brett Simon', 'Lorene Scafaria', 'Michael Lehmann', 'Antoine Fuqua', 'Tom Shadyac', 'Michael Bay', 'Alan Rudolph', 'Harold Becker', 'Rowdy Herrington', 'Jonathan Lynn', 'Nico Mastorakis', 'David Frankel', 'Jay Roach', 'John Moore', 'Robert Luketic', 'Kevin Smith', 'Robert Benton', 'Richard Rush', 'Gregory Hoblit', 'Howard Deutch', 'Leo McCarey', 'Robert Zemeckis', 'John McTiernan', 'Peter Hedges', 'Judd Apatow', 'Len Wiseman', 'Norman Jewison', 'M. Night Shyamalan', 'Brian A Miller', 'Katja von Garnier', 'Brian De Palma', 'Rob Reiner', 'Nick Cassavetes']]
Predicted Ans:    Barry Levinson
Predicted Path:   Over the Hedge --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Path (Raw):       Over the Hedge --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Neg LogProb(↓):   1.241520
Path Entropy(↓):  2.312679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie kabluey
Start Entity:     Kabluey
Gold Answer:      [['1998', '2000', '1997', '2009', '2003', '2005', '2014']]
Predicted Ans:    1998
Predicted Path:   Kabluey --[starred_actors]--> Lisa Kudrow --[(INV) starred_actors]--> The Opposite of Sex --[release_year]--> 1998
Path (Raw):       Kabluey --[starred_actors]--> Lisa Kudrow --[(INV) starred_actors]--> The Opposite of Sex --[release_year]--> 1998
Neg LogProb(↓):   0.442080
Path Entropy(↓):  1.198525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of this must be the place starred who
Start Entity:     This Must Be the Place
Gold Answer:      [['Toni Servillo']]
Predicted Ans:    Sean Penn
Predicted Path:   This Must Be the Place --[written_by]--> Paolo Sorrentino --[(INV) written_by]--> This Must Be the Place --[starred_actors]--> Sean Penn
Path (Raw):       This Must Be the Place --[written_by]--> Paolo Sorrentino --[(INV) written_by]--> This Must Be the Place --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.018394
Path Entropy(↓):  0.110351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you name a film directed by don medford
Start Entity:     Don Medford
Gold Answer:      [['The Hunting Party', 'The Organization']]
Predicted Ans:    The Organization
Predicted Path:   Don Medford --[(INV) directed_by]--> The Hunting Party --[directed_by]--> Don Medford --[(INV) directed_by]--> The Organization
Path (Raw):       Don Medford --[(INV) directed_by]--> The Hunting Party --[directed_by]--> Don Medford --[(INV) directed_by]--> The Organization
Neg LogProb(↓):   0.491955
Path Entropy(↓):  1.042506
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of deck the halls
Start Entity:     Deck the Halls
Gold Answer:      [['2006', '1993']]
Predicted Ans:    2006
Predicted Path:   Deck the Halls --[directed_by]--> John Whitesell --[(INV) directed_by]--> Big Momma's House 2 --[release_year]--> 2006
Path (Raw):       Deck the Halls --[directed_by]--> John Whitesell --[(INV) directed_by]--> Big Momma's House 2 --[release_year]--> 2006
Neg LogProb(↓):   0.391191
Path Entropy(↓):  0.850646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of sunshine state
Start Entity:     Sunshine State
Gold Answer:      [['Robert Forster', 'Scott Glenn', 'Michael V. Gazzo', 'Federico Luppi', 'Damián Delgado', 'Robin Riker', 'David Strathairn', 'Will Oldham', 'Burt Reynolds', 'Lorraine Toussaint', 'Jane Hallaren', 'Linda Griffiths', 'Joe Morton', 'Chris Cooper', 'Mary Elizabeth Mastrantonio', 'Dolph Lundgren', 'Robert Conrad', 'Vanessa Martinez', 'Angela Bassett', 'Richard Dreyfuss', 'Jon DeVries', 'Vincent Spano', 'Mary McDonnell', 'Stephen Mendillo', 'Darren McGavin', 'Casey Siemaszko', 'Elizabeth Peña', 'Pamela Sue Martin']]
Predicted Ans:    Angela Bassett
Predicted Path:   Sunshine State --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[starred_actors]--> Angela Bassett
Path (Raw):       Sunshine State --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[starred_actors]--> Angela Bassett
Neg LogProb(↓):   0.017773
Path Entropy(↓):  0.112652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in chained
Start Entity:     Chained
Gold Answer:      [["Vincent D'Onofrio", 'Julia Ormond', 'Eamon Farren']]
Predicted Ans:    Sandrine Bonnaire
Predicted Path:   Chained --[starred_actors]--> Julia Ormond --[(INV) starred_actors]--> Resistance --[starred_actors]--> Sandrine Bonnaire
Path (Raw):       Chained --[starred_actors]--> Julia Ormond --[(INV) starred_actors]--> Resistance --[starred_actors]--> Sandrine Bonnaire
Neg LogProb(↓):   0.455898
Path Entropy(↓):  0.945225
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies acted by barbara mori
Start Entity:     Bárbara Mori
Gold Answer:      [['Rakesh Roshan', 'Anurag Basu', 'Jaime Bayly']]
Predicted Ans:    Rakesh Roshan
Predicted Path:   Bárbara Mori --[(INV) starred_actors]--> Kites --[written_by]--> Rakesh Roshan
Path (Raw):       Bárbara Mori --[No Operation]--> Bárbara Mori --[(INV) starred_actors]--> Kites --[written_by]--> Rakesh Roshan
Neg LogProb(↓):   0.001711
Path Entropy(↓):  0.012626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of another man's poison
Start Entity:     Another Man's Poison
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Another Man's Poison --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Another Man's Poison --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.333532
Path Entropy(↓):  4.694157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with victor maldonado
Start Entity:     Víctor Maldonado
Gold Answer:      [['Adrià García']]
Predicted Ans:    Víctor Maldonado
Predicted Path:   Víctor Maldonado --[(INV) directed_by]--> Nocturna --[directed_by]--> Víctor Maldonado
Path (Raw):       Víctor Maldonado --[No Operation]--> Víctor Maldonado --[(INV) directed_by]--> Nocturna --[directed_by]--> Víctor Maldonado
Neg LogProb(↓):   0.020330
Path Entropy(↓):  0.098531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies acted by carlen altman fall under
Start Entity:     Carlen Altman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Carlen Altman --[(INV) starred_actors]--> The Color Wheel --[has_genre]--> Comedy
Path (Raw):       Carlen Altman --[No Operation]--> Carlen Altman --[(INV) starred_actors]--> The Color Wheel --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with torture garden
Start Entity:     Torture Garden
Gold Answer:      [['Psycho II', 'The Night Walker', 'The Psychopath', 'The House That Dripped Blood', 'Strait-Jacket', 'Psycho', 'Asylum', 'The Cabinet of Caligari']]
Predicted Ans:    Torture Garden
Predicted Path:   Torture Garden --[written_by]--> Robert Bloch --[(INV) written_by]--> Torture Garden
Path (Raw):       Torture Garden --[written_by]--> Robert Bloch --[(INV) written_by]--> Torture Garden --[No Operation]--> Torture Garden
Neg LogProb(↓):   1.176482
Path Entropy(↓):  1.574273
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose writers also wrote jack the bear
Start Entity:     Jack the Bear
Gold Answer:      [['Drama', 'Sport', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Jack the Bear --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[has_genre]--> Drama
Path (Raw):       Jack the Bear --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[has_genre]--> Drama
Neg LogProb(↓):   0.544192
Path Entropy(↓):  1.200772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by cilla jackert in
Start Entity:     Cilla Jackert
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Cilla Jackert --[(INV) written_by]--> Shed No Tears --[has_genre]--> Music
Path (Raw):       Cilla Jackert --[No Operation]--> Cilla Jackert --[(INV) written_by]--> Shed No Tears --[has_genre]--> Music
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by stephen longstreet fall under
Start Entity:     Stephen Longstreet
Gold Answer:      [['Drama', 'Music', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Stephen Longstreet --[(INV) written_by]--> The Jolson Story --[has_genre]--> Drama
Path (Raw):       Stephen Longstreet --[No Operation]--> Stephen Longstreet --[(INV) written_by]--> The Jolson Story --[has_genre]--> Drama
Neg LogProb(↓):   0.003408
Path Entropy(↓):  0.024854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was jackie chan an actor in
Start Entity:     Jackie Chan
Gold Answer:      [['The Tuxedo', 'The Young Master', 'New Police Story', 'Shanghai Noon', 'Little Big Soldier', 'Rush Hour 3', 'Twin Dragons', 'Police Story', 'Rush Hour', 'The Karate Kid', 'Police Story 2', 'The Myth', 'Dragons Forever', 'Thunderbolt', 'Rush Hour 2', 'The Accidental Spy', 'Island of Fire', 'Spiritual Kung Fu', 'Mr. Nice Guy', "Snake in the Eagle's Shadow", 'Gorgeous', 'Crime Story', 'The Medallion', 'Drunken Master', 'Armour of God', 'The Spy Next Door', 'Around the World in 80 Days', 'Shinjuku Incident', 'The Protector', 'City Hunter', 'Project A', 'The Forbidden Kingdom', 'The Fearless Hyena', 'Wheels on Meals', 'Rumble in the Bronx', 'Who Am I?', '1911']]
Predicted Ans:    The Protector
Predicted Path:   Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector
Path (Raw):       Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector
Neg LogProb(↓):   1.739868
Path Entropy(↓):  3.881719
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by harry cook were directed by who
Start Entity:     Harry Cook
Gold Answer:      [['Andrew Lancaster']]
Predicted Ans:    Andrew Lancaster
Predicted Path:   Harry Cook --[(INV) starred_actors]--> Accidents Happen --[directed_by]--> Andrew Lancaster
Path (Raw):       Harry Cook --[No Operation]--> Harry Cook --[(INV) starred_actors]--> Accidents Happen --[directed_by]--> Andrew Lancaster
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by dale wheatley
Start Entity:     Dale Wheatley
Gold Answer:      [['Kevin Connolly', 'Leonardo DiCaprio']]
Predicted Ans:    Leonardo DiCaprio
Predicted Path:   Dale Wheatley --[(INV) written_by]--> Don's Plum --[starred_actors]--> Leonardo DiCaprio
Path (Raw):       Dale Wheatley --[No Operation]--> Dale Wheatley --[(INV) written_by]--> Don's Plum --[starred_actors]--> Leonardo DiCaprio
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie beetlejuice
Start Entity:     Beetlejuice
Gold Answer:      [['1970', '2008', '1992', '1993', '1984', '1977', '1998', '2009', '1951', '2004', '1994', '1995', '1972', '1990', '1996', '2002', '2012', '1988', '1997', '2005', '1991', '1999', '1986', '1958']]
Predicted Ans:    1972
Predicted Path:   Beetlejuice --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       Beetlejuice --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.528267
Path Entropy(↓):  1.627789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by bernard mckenna
Start Entity:     Bernard McKenna
Gold Answer:      [['Mel Damski']]
Predicted Ans:    Mel Damski
Predicted Path:   Bernard McKenna --[(INV) written_by]--> Yellowbeard --[directed_by]--> Mel Damski
Path (Raw):       Bernard McKenna --[No Operation]--> Bernard McKenna --[(INV) written_by]--> Yellowbeard --[directed_by]--> Mel Damski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of sebastiane
Start Entity:     Sebastiane
Gold Answer:      [['Stathis Giallelis', 'Joanna Pettet', 'Terence Stamp', 'Heathcote Williams', 'Derek Jarman', 'Karl Malden', 'Steven Waddington', 'Andrew Tiernan', 'Jenny Runacre']]
Predicted Ans:    Jenny Runacre
Predicted Path:   Sebastiane --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Jubilee --[starred_actors]--> Jenny Runacre
Path (Raw):       Sebastiane --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Jubilee --[starred_actors]--> Jenny Runacre
Neg LogProb(↓):   0.039189
Path Entropy(↓):  0.186775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of wake island
Start Entity:     Wake Island
Gold Answer:      [['Ray Milland', 'Jane Russell', 'Diana Dors', 'David Farrar', 'Lana Turner', 'Anna Lee', 'Claude Rains', "Maureen O'Sullivan", 'Anita Ekberg', 'Barbara Stanwyck', 'Robert Mitchum', 'Faith Domergue', 'Charles Laughton', 'Cedric Hardwicke', 'Beulah Bondi', 'Rod Steiger', 'Lillian Gish', 'Edward G. Robinson', 'John Wayne', 'Robert Ryan', 'Lyle Bettger', 'Barry Fitzgerald', 'Tom Tryon', 'Paul Muni', 'Vincent Price']]
Predicted Ans:    John Wayne
Predicted Path:   Wake Island --[directed_by]--> John Farrow --[(INV) directed_by]--> Hondo --[starred_actors]--> John Wayne
Path (Raw):       Wake Island --[directed_by]--> John Farrow --[(INV) directed_by]--> Hondo --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.003546
Path Entropy(↓):  0.028364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does olga tudorache appear in
Start Entity:     Olga Tudorache
Gold Answer:      [['An Unforgettable Summer']]
Predicted Ans:    An Unforgettable Summer
Predicted Path:   Olga Tudorache --[(INV) starred_actors]--> An Unforgettable Summer --[written_by]--> Petru Dumitriu --[(INV) written_by]--> An Unforgettable Summer
Path (Raw):       Olga Tudorache --[(INV) starred_actors]--> An Unforgettable Summer --[written_by]--> Petru Dumitriu --[(INV) written_by]--> An Unforgettable Summer
Neg LogProb(↓):   0.220095
Path Entropy(↓):  0.504556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote rogue trader
Start Entity:     Rogue Trader
Gold Answer:      [['Ben Kingsley', 'Jeffrey Hunter', 'Joanne Woodward', 'Virginia Leith', 'Sean Young', 'Robert Wagner', 'Charles Dance', 'Glenn Close', 'Anne Archer', 'Michael Douglas']]
Predicted Ans:    Robert Wagner
Predicted Path:   Rogue Trader --[written_by]--> James Dearden --[(INV) written_by]--> A Kiss Before Dying --[starred_actors]--> Robert Wagner
Path (Raw):       Rogue Trader --[written_by]--> James Dearden --[(INV) written_by]--> A Kiss Before Dying --[starred_actors]--> Robert Wagner
Neg LogProb(↓):   0.026426
Path Entropy(↓):  0.135071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a summer by the river are written by who
Start Entity:     A Summer by the River
Gold Answer:      [['Markku Pölönen', 'Veikko Huovinen']]
Predicted Ans:    Markku Pölönen
Predicted Path:   A Summer by the River --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[written_by]--> Markku Pölönen
Path (Raw):       A Summer by the River --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[written_by]--> Markku Pölönen
Neg LogProb(↓):   0.150735
Path Entropy(↓):  0.539897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie how to make love to a woman
Start Entity:     How to Make Love to a Woman
Gold Answer:      [['Kiyoshi Kurosawa', 'Ellie Kanner', 'Jim Sonzero', 'Scott Mann', 'Paul Golding']]
Predicted Ans:    Jim Sonzero
Predicted Path:   How to Make Love to a Woman --[starred_actors]--> Ian Somerhalder --[(INV) starred_actors]--> Pulse --[directed_by]--> Jim Sonzero
Path (Raw):       How to Make Love to a Woman --[starred_actors]--> Ian Somerhalder --[(INV) starred_actors]--> Pulse --[directed_by]--> Jim Sonzero
Neg LogProb(↓):   0.133987
Path Entropy(↓):  0.497304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the last blitzkrieg
Start Entity:     The Last Blitzkrieg
Gold Answer:      [['Sam Wood', 'Edward Dmytryk', 'Edward Buzzell', 'Mervyn LeRoy', 'John Gilling', 'Robert Pirosh', 'Henry Hathaway', 'Melville Shavelson', 'Stanley Kramer', 'Mark Atkins', 'John Rich', 'Neil Jordan', 'Charles Walters', 'Vincente Minnelli', 'Victor Fleming', 'George Mendeluk', 'Norman Krasna', 'Richard Brooks', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    John Gilling
Predicted Path:   The Last Blitzkrieg --[starred_actors]--> Kerwin Mathews --[(INV) starred_actors]--> The Pirates of Blood River --[directed_by]--> John Gilling
Path (Raw):       The Last Blitzkrieg --[starred_actors]--> Kerwin Mathews --[(INV) starred_actors]--> The Pirates of Blood River --[directed_by]--> John Gilling
Neg LogProb(↓):   0.274162
Path Entropy(↓):  0.736256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was nel king a writer on
Start Entity:     Nel King
Gold Answer:      [['All Night Long']]
Predicted Ans:    All Night Long
Predicted Path:   Nel King --[(INV) written_by]--> All Night Long --[written_by]--> Nel King --[(INV) written_by]--> All Night Long
Path (Raw):       Nel King --[(INV) written_by]--> All Night Long --[written_by]--> Nel King --[(INV) written_by]--> All Night Long
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in now is good
Start Entity:     Now Is Good
Gold Answer:      [['2000', '1975', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '2006', '1999', '2011', '1928', '2013', '2007']]
Predicted Ans:    1999
Predicted Path:   Now Is Good --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[release_year]--> 1999
Path (Raw):       Now Is Good --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[release_year]--> 1999
Neg LogProb(↓):   0.202360
Path Entropy(↓):  0.598525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by ross macdonald
Start Entity:     Ross Macdonald
Gold Answer:      [['Stuart Rosenberg', 'Michelle Manning']]
Predicted Ans:    Stuart Rosenberg
Predicted Path:   Ross Macdonald --[(INV) written_by]--> The Drowning Pool --[directed_by]--> Stuart Rosenberg
Path (Raw):       Ross Macdonald --[No Operation]--> Ross Macdonald --[(INV) written_by]--> The Drowning Pool --[directed_by]--> Stuart Rosenberg
Neg LogProb(↓):   0.051913
Path Entropy(↓):  0.201061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by harold prince in
Start Entity:     Harold Prince
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Harold Prince --[(INV) directed_by]--> Something for Everyone --[has_genre]--> Comedy
Path (Raw):       Harold Prince --[No Operation]--> Harold Prince --[(INV) directed_by]--> Something for Everyone --[has_genre]--> Comedy
Neg LogProb(↓):   0.000774
Path Entropy(↓):  0.006326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie too late the hero
Start Entity:     Too Late the Hero
Gold Answer:      [['1962', '1968', '1963', '1975', '1972', '1954', '1959', '1965', '1967', '1979', '1981', '1961', '1955', '1956', '1977']]
Predicted Ans:    1962
Predicted Path:   Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[release_year]--> 1962
Path (Raw):       Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[release_year]--> 1962
Neg LogProb(↓):   0.607697
Path Entropy(↓):  1.668160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by faith domergue fall under
Start Entity:     Faith Domergue
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Faith Domergue --[(INV) starred_actors]--> Cult of the Cobra --[has_genre]--> Horror
Path (Raw):       Faith Domergue --[No Operation]--> Faith Domergue --[(INV) starred_actors]--> Cult of the Cobra --[has_genre]--> Horror
Neg LogProb(↓):   0.369011
Path Entropy(↓):  0.752100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of guys and dolls
Start Entity:     Guys and Dolls
Gold Answer:      [['1980', '1946', '1954', '1944', '2003', '1936', '1985', '1967', '1935', '1963', '1933', '1957', '1951', '2010', '1932', '1956', '1931', '1943', '1989', '1942', '1940', '1938', '2002', '1981', '1961', '1934', '1949', '1950', '1960', '1999', '1945', '1987', '1969', '1937', '1958', '1930']]
Predicted Ans:    1946
Predicted Path:   Guys and Dolls --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       Guys and Dolls --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   0.874997
Path Entropy(↓):  2.063068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film white mane
Start Entity:     White Mane
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   White Mane --[directed_by]--> Albert Lamorisse --[(INV) directed_by]--> The Red Balloon --[release_year]--> 1956
Path (Raw):       White Mane --[directed_by]--> Albert Lamorisse --[(INV) directed_by]--> The Red Balloon --[release_year]--> 1956
Neg LogProb(↓):   0.153777
Path Entropy(↓):  0.413540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was james greer a writer on
Start Entity:     James Greer
Gold Answer:      [["Max Keeble's Big Move"]]
Predicted Ans:    Max Keeble's Big Move
Predicted Path:   James Greer --[(INV) written_by]--> Max Keeble's Big Move --[written_by]--> David L. Watts --[(INV) written_by]--> Max Keeble's Big Move
Path (Raw):       James Greer --[(INV) written_by]--> Max Keeble's Big Move --[written_by]--> David L. Watts --[(INV) written_by]--> Max Keeble's Big Move
Neg LogProb(↓):   0.366501
Path Entropy(↓):  0.755419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie our dancing daughters are directed by who
Start Entity:     Our Dancing Daughters
Gold Answer:      [['Sam Wood', 'George Cukor', 'Felix E. Feist', 'Diane English', 'Jean Negulesco', 'Richard Thorpe', 'Frank Borzage', 'Otto Preminger', 'Robert Aldrich', 'Dorothy Arzner', 'Nicholas Ray', 'Ranald MacDougall', 'Vincent Sherman', 'George Fitzmaurice', 'Michael Curtiz', 'Jules Dassin', 'Hall Bartlett', 'David Miller', 'Tod Browning', 'Curtis Bernhardt', 'W.S. Van Dyke', 'William Nigh', 'Freddie Francis', 'Charles Walters', 'Leo McCarey', 'Gustaf Molander', 'Jack Conway', 'Michael Gottlieb', 'William Castle', 'Richard Boleslawski', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    George Cukor
Predicted Path:   Our Dancing Daughters --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[directed_by]--> George Cukor
Path (Raw):       Our Dancing Daughters --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[directed_by]--> George Cukor
Neg LogProb(↓):   1.043669
Path Entropy(↓):  2.078539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of matinee
Start Entity:     Matinee
Gold Answer:      [['Bruce Dern', 'River Phoenix', 'Meg Ryan', 'Rick Ducommun', 'Thora Birch', 'Monique Gabrielle', 'Martin Short', 'Ethan Hawke', 'Dennis Quaid', 'Phil Hartman', 'Teri Polo', 'Arsenio Hall', 'Chris Massoglia', 'Kevin McCarthy', 'Carrie Fisher', 'James Earl Jones', 'Tom Hanks', 'Keenan Wynn', 'Bradford Dillman', 'Haley Bennett']]
Predicted Ans:    John Goodman
Predicted Path:   Matinee --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[starred_actors]--> John Goodman
Path (Raw):       Matinee --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.110911
Path Entropy(↓):  0.472491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of camila also wrote which films
Start Entity:     Camila
Gold Answer:      [["I Don't Want to Talk About It"]]
Predicted Ans:    I Don't Want to Talk About It
Predicted Path:   Camila --[written_by]--> María Luisa Bemberg --[(INV) written_by]--> I Don't Want to Talk About It
Path (Raw):       Camila --[written_by]--> María Luisa Bemberg --[(INV) written_by]--> I Don't Want to Talk About It --[No Operation]--> I Don't Want to Talk About It
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by rolf hadrich were written by who
Start Entity:     Rolf Hädrich
Gold Answer:      [['Will Tremper']]
Predicted Ans:    Rolf Hädrich
Predicted Path:   Rolf Hädrich --[(INV) directed_by]--> Stop Train 349 --[directed_by]--> Rolf Hädrich
Path (Raw):       Rolf Hädrich --[No Operation]--> Rolf Hädrich --[(INV) directed_by]--> Stop Train 349 --[directed_by]--> Rolf Hädrich
Neg LogProb(↓):   0.669314
Path Entropy(↓):  0.692856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films directed by roger avary fall under
Start Entity:     Roger Avary
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Roger Avary --[(INV) directed_by]--> Killing Zoe --[has_genre]--> Crime
Path (Raw):       Roger Avary --[No Operation]--> Roger Avary --[(INV) directed_by]--> Killing Zoe --[has_genre]--> Crime
Neg LogProb(↓):   0.046077
Path Entropy(↓):  0.183669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by anne hathaway were in which languages
Start Entity:     Anne Hathaway
Gold Answer:      [['Tonga', 'French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Anne Hathaway --[No Operation]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.086850
Path Entropy(↓):  0.305658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote side effects
Start Entity:     Side Effects
Gold Answer:      [['Paul Greengrass', 'Steven Soderbergh', 'Scott Z. Burns']]
Predicted Ans:    Paul Greengrass
Predicted Path:   Side Effects --[written_by]--> Scott Z. Burns --[(INV) written_by]--> The Bourne Ultimatum --[directed_by]--> Paul Greengrass
Path (Raw):       Side Effects --[written_by]--> Scott Z. Burns --[(INV) written_by]--> The Bourne Ultimatum --[directed_by]--> Paul Greengrass
Neg LogProb(↓):   0.506817
Path Entropy(↓):  0.858452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the nanny were released in which years
Start Entity:     The Nanny
Gold Answer:      [['1980', '1946', '2008', '1944', '1936', '1935', '1941', '1968', '1963', '1939', '1933', '1951', '2014', '1932', '1956', '1943', '1972', '1942', '1940', '1938', '1937', '2012', '1961', '1955', '1962', '1934', '1978', '1964', '1949', '1950', '1929', '1945', '1987', '1952']]
Predicted Ans:    1940
Predicted Path:   The Nanny --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[release_year]--> 1940
Path (Raw):       The Nanny --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[release_year]--> 1940
Neg LogProb(↓):   1.138340
Path Entropy(↓):  1.985459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film when dinosaurs ruled the earth were released in which years
Start Entity:     When Dinosaurs Ruled the Earth
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   When Dinosaurs Ruled the Earth --[starred_actors]--> Victoria Vetri --[(INV) starred_actors]--> Invasion of the Bee Girls --[release_year]--> 1973
Path (Raw):       When Dinosaurs Ruled the Earth --[starred_actors]--> Victoria Vetri --[(INV) starred_actors]--> Invasion of the Bee Girls --[release_year]--> 1973
Neg LogProb(↓):   0.004409
Path Entropy(↓):  0.028285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of two for the road
Start Entity:     Two for the Road
Gold Answer:      [['A Man of No Importance', 'Wolfen', 'Sabrina', 'They All Laughed', 'Roman Holiday', 'Paris When It Sizzles', 'The Run of the Country', 'Big Fish', 'Annie', "Before the Devil Knows You're Dead", 'A Good Year', 'Scrooge', 'Under the Volcano', 'Wait Until Dark', 'Murder on the Orient Express', 'Shoot the Moon', "Breakfast at Tiffany's", 'Robin and Marian', 'Funny Face', 'Rich in Love', 'The Unforgiven', "The Nun's Story", 'The Browning Version', 'Gumshoe', "The Children's Hour", 'The Playboys', 'The Dresser', 'Love in the Afternoon', 'War and Peace', 'Charade', 'Looker', 'How to Steal a Million', 'Saturday Night and Sunday Morning']]
Predicted Ans:    Sabrina
Predicted Path:   Two for the Road --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina
Path (Raw):       Two for the Road --[starred_actors]--> Audrey Hepburn --[No Operation]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   0.193589
Path Entropy(↓):  0.676403
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by david s. ward
Start Entity:     David S. Ward
Gold Answer:      [['Philip Winchester', 'Charlie Sheen', 'Mac Davis', 'Corbin Bernsen', 'James Caan', 'Robert Redford', 'Halle Berry', 'Nick Nolte', 'Jackie Gleason', 'Karl Malden', 'Robert Shaw', 'Julie Carmen', 'Tom Berenger', 'Debra Winger', 'Paul Newman', 'Teri Garr', 'James Franco', 'Omar Epps', 'Craig Sheffer']]
Predicted Ans:    James Franco
Predicted Path:   David S. Ward --[(INV) written_by]--> Flyboys --[starred_actors]--> James Franco
Path (Raw):       David S. Ward --[No Operation]--> David S. Ward --[(INV) written_by]--> Flyboys --[starred_actors]--> James Franco
Neg LogProb(↓):   0.028692
Path Entropy(↓):  0.163883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the a - team
Start Entity:     The A-Team
Gold Answer:      [['Joe Carnahan']]
Predicted Ans:    Joe Carnahan
Predicted Path:   The A-Team --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Blood, Guts, Bullets and Octane --[directed_by]--> Joe Carnahan
Path (Raw):       The A-Team --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Blood, Guts, Bullets and Octane --[directed_by]--> Joe Carnahan
Neg LogProb(↓):   0.000466
Path Entropy(↓):  0.004187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie deathstalker about
Start Entity:     Deathstalker
Gold Answer:      [['roger corman', 'fantasy']]
Predicted Ans:    roger corman
Predicted Path:   Deathstalker --[has_tags]--> roger corman --[(INV) has_tags]--> The Tomb of Ligeia --[has_tags]--> roger corman
Path (Raw):       Deathstalker --[has_tags]--> roger corman --[(INV) has_tags]--> The Tomb of Ligeia --[has_tags]--> roger corman
Neg LogProb(↓):   0.532796
Path Entropy(↓):  0.955167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by martin lawrence
Start Entity:     Martin Lawrence
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Martin Lawrence --[(INV) written_by]--> A Thin Line Between Love and Hate --[has_genre]--> Comedy
Path (Raw):       Martin Lawrence --[No Operation]--> Martin Lawrence --[(INV) written_by]--> A Thin Line Between Love and Hate --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film cape fear were in which languages
Start Entity:     Cape Fear
Gold Answer:      [['Swedish', 'French', 'Icelandic', 'English', 'Hungarian', 'Italian', 'Russian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Cape Fear --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Cape Fear --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.764348
Path Entropy(↓):  1.686827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the beast of yucca flats
Start Entity:     The Beast of Yucca Flats
Gold Answer:      [['Coleman Francis']]
Predicted Ans:    Coleman Francis
Predicted Path:   The Beast of Yucca Flats --[directed_by]--> Coleman Francis --[(INV) directed_by]--> The Beast of Yucca Flats --[directed_by]--> Coleman Francis
Path (Raw):       The Beast of Yucca Flats --[directed_by]--> Coleman Francis --[(INV) directed_by]--> The Beast of Yucca Flats --[directed_by]--> Coleman Francis
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the anger management director
Start Entity:     Anger Management
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Anger Management --[directed_by]--> Peter Segal --[(INV) directed_by]--> 50 First Dates --[has_genre]--> Comedy
Path (Raw):       Anger Management --[directed_by]--> Peter Segal --[(INV) directed_by]--> 50 First Dates --[has_genre]--> Comedy
Neg LogProb(↓):   0.019010
Path Entropy(↓):  0.107842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of howl's moving castle
Start Entity:     Howl's Moving Castle
Gold Answer:      [['Shigeru Muroi', 'Takashi Tachibana', 'Issei Takahashi', 'Chika Sakamoto', 'Noriko Hidaka', 'Hitoshi Takagi', 'Yuriko Ishida', 'Masami Nagasawa', 'Kappei Yamaguchi', 'Rei Sakuma', 'Minami Takayama', 'Keiko Takeshita', 'Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi', 'Sumi Shimamoto']]
Predicted Ans:    Sumi Shimamoto
Predicted Path:   Howl's Moving Castle --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Path (Raw):       Howl's Moving Castle --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Neg LogProb(↓):   0.125826
Path Entropy(↓):  0.499432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is hollywood sex wars
Start Entity:     Hollywood Sex Wars
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hollywood Sex Wars --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Hollywood Sex Wars --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.264435
Path Entropy(↓):  4.349762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did r. lance hill write
Start Entity:     R. Lance Hill
Gold Answer:      [['The Evil That Men Do']]
Predicted Ans:    The Evil That Men Do
Predicted Path:   R. Lance Hill --[(INV) written_by]--> The Evil That Men Do --[written_by]--> John Crowther --[(INV) written_by]--> The Evil That Men Do
Path (Raw):       R. Lance Hill --[(INV) written_by]--> The Evil That Men Do --[written_by]--> John Crowther --[(INV) written_by]--> The Evil That Men Do
Neg LogProb(↓):   0.004590
Path Entropy(↓):  0.031494
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by patricia morison were directed by who
Start Entity:     Patricia Morison
Gold Answer:      [['Edward Finney', 'Reginald Le Borg']]
Predicted Ans:    Edward Finney
Predicted Path:   Patricia Morison --[(INV) starred_actors]--> Queen of the Amazons --[directed_by]--> Edward Finney
Path (Raw):       Patricia Morison --[No Operation]--> Patricia Morison --[(INV) starred_actors]--> Queen of the Amazons --[directed_by]--> Edward Finney
Neg LogProb(↓):   0.093303
Path Entropy(↓):  0.300411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of out of africa
Start Entity:     Out of Africa
Gold Answer:      [['1968', '1987']]
Predicted Ans:    1968
Predicted Path:   Out of Africa --[written_by]--> Karen Blixen --[(INV) written_by]--> The Immortal Story --[release_year]--> 1968
Path (Raw):       Out of Africa --[written_by]--> Karen Blixen --[(INV) written_by]--> The Immortal Story --[release_year]--> 1968
Neg LogProb(↓):   0.030045
Path Entropy(↓):  0.137857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does thomas mitchell star in
Start Entity:     Thomas Mitchell
Gold Answer:      [['This Above All', 'Angels Over Broadway', 'The Outlaw', 'Moontide', 'Joan of Paris', 'Out of the Fog', 'The Keys of the Kingdom', 'Immortal Sergeant', 'The Long Voyage Home', 'Wilson']]
Predicted Ans:    The Day They Robbed the Bank of England
Predicted Path:   Thomas Mitchell --[(INV) starred_actors]--> Immortal Sergeant --[written_by]--> John Brophy --[(INV) written_by]--> The Day They Robbed the Bank of England
Path (Raw):       Thomas Mitchell --[(INV) starred_actors]--> Immortal Sergeant --[written_by]--> John Brophy --[(INV) written_by]--> The Day They Robbed the Bank of England
Neg LogProb(↓):   1.422054
Path Entropy(↓):  1.872592
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by nat hiken in
Start Entity:     Nat Hiken
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nat Hiken --[(INV) written_by]--> Car 54, Where Are You? --[has_genre]--> Comedy
Path (Raw):       Nat Hiken --[No Operation]--> Nat Hiken --[(INV) written_by]--> Car 54, Where Are You? --[has_genre]--> Comedy
Neg LogProb(↓):   0.005155
Path Entropy(↓):  0.032229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the skin i live in
Start Entity:     The Skin I Live In
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Skin I Live In --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Skin I Live In --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.771937
Path Entropy(↓):  3.109416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for they
Start Entity:     They
Gold Answer:      [['Robert Harmon']]
Predicted Ans:    Robert Harmon
Predicted Path:   They --[directed_by]--> Robert Harmon --[(INV) directed_by]--> Eyes of an Angel --[directed_by]--> Robert Harmon
Path (Raw):       They --[directed_by]--> Robert Harmon --[(INV) directed_by]--> Eyes of an Angel --[directed_by]--> Robert Harmon
Neg LogProb(↓):   0.025672
Path Entropy(↓):  0.135919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by sergio machado
Start Entity:     Sérgio Machado
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sérgio Machado --[(INV) directed_by]--> Lower City --[has_genre]--> Drama
Path (Raw):       Sérgio Machado --[No Operation]--> Sérgio Machado --[(INV) directed_by]--> Lower City --[has_genre]--> Drama
Neg LogProb(↓):   0.002699
Path Entropy(↓):  0.018636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the last stand were in which languages
Start Entity:     The Last Stand
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   The Last Stand --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Path (Raw):       The Last Stand --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Neg LogProb(↓):   0.003630
Path Entropy(↓):  0.026973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie my old lady were in which languages
Start Entity:     My Old Lady
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   My Old Lady --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Path (Raw):       My Old Lady --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.851066
Path Entropy(↓):  1.107882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of richard claus directed movies
Start Entity:     Richard Claus
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Richard Claus --[(INV) directed_by]--> The Thief Lord --[release_year]--> 2006
Path (Raw):       Richard Claus --[No Operation]--> Richard Claus --[(INV) directed_by]--> The Thief Lord --[release_year]--> 2006
Neg LogProb(↓):   0.000333
Path Entropy(↓):  0.003001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of my life as a dog
Start Entity:     My Life as a Dog
Gold Answer:      [['A Guy and a Gal', 'The Hypnotist']]
Predicted Ans:    My Life as a Dog
Predicted Path:   My Life as a Dog --[written_by]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog
Path (Raw):       My Life as a Dog --[No Operation]--> My Life as a Dog --[written_by]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog
Neg LogProb(↓):   0.713743
Path Entropy(↓):  0.841943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What sort of movie is jungle 2 jungle
Start Entity:     Jungle 2 Jungle
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jungle 2 Jungle --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Jungle 2 Jungle --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.382550
Path Entropy(↓):  4.382705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the hitman
Start Entity:     The Hitman
Gold Answer:      [['Tim Grayem', 'Aaron Norris']]
Predicted Ans:    Don Carmody
Predicted Path:   The Hitman --[directed_by]--> Aaron Norris --[(INV) directed_by]--> The Hitman --[written_by]--> Don Carmody
Path (Raw):       The Hitman --[directed_by]--> Aaron Norris --[(INV) directed_by]--> The Hitman --[written_by]--> Don Carmody
Neg LogProb(↓):   0.581398
Path Entropy(↓):  1.134215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the film into the sun
Start Entity:     Into the Sun
Gold Answer:      [['Steven Seagal']]
Predicted Ans:    Steven Seagal
Predicted Path:   Into the Sun --[written_by]--> Steven Seagal --[(INV) written_by]--> Into the Sun --[written_by]--> Steven Seagal
Path (Raw):       Into the Sun --[written_by]--> Steven Seagal --[(INV) written_by]--> Into the Sun --[written_by]--> Steven Seagal
Neg LogProb(↓):   0.086227
Path Entropy(↓):  0.397385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jeffery roberson appear in
Start Entity:     Jeffery Roberson
Gold Answer:      [['Girls Will Be Girls']]
Predicted Ans:    Girls Will Be Girls
Predicted Path:   Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls --[starred_actors]--> Clinton Leupp --[(INV) starred_actors]--> Girls Will Be Girls
Path (Raw):       Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls --[starred_actors]--> Clinton Leupp --[(INV) starred_actors]--> Girls Will Be Girls
Neg LogProb(↓):   0.096579
Path Entropy(↓):  0.407499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by antonio serrano
Start Entity:     Antonio Serrano
Gold Answer:      [['Kuno Becker', 'Cecilia Roth']]
Predicted Ans:    Cecilia Roth
Predicted Path:   Antonio Serrano --[(INV) directed_by]--> Lucía, Lucía --[starred_actors]--> Cecilia Roth
Path (Raw):       Antonio Serrano --[No Operation]--> Antonio Serrano --[(INV) directed_by]--> Lucía, Lucía --[starred_actors]--> Cecilia Roth
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the evening star fall under
Start Entity:     The Evening Star
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Evening Star --[written_by]--> Robert Harling --[(INV) written_by]--> Soapdish --[has_genre]--> Comedy
Path (Raw):       The Evening Star --[written_by]--> Robert Harling --[(INV) written_by]--> Soapdish --[has_genre]--> Comedy
Neg LogProb(↓):   0.341213
Path Entropy(↓):  0.962316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie the assassination of richard nixon about
Start Entity:     The Assassination of Richard Nixon
Gold Answer:      [['don cheadle', 'richard nixon', 'sean penn', 'naomi watts']]
Predicted Ans:    richard nixon
Predicted Path:   The Assassination of Richard Nixon --[has_tags]--> richard nixon --[(INV) has_tags]--> Dick --[has_tags]--> richard nixon
Path (Raw):       The Assassination of Richard Nixon --[has_tags]--> richard nixon --[(INV) has_tags]--> Dick --[has_tags]--> richard nixon
Neg LogProb(↓):   0.120924
Path Entropy(↓):  0.359564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of blue in the face
Start Entity:     Blue in the Face
Gold Answer:      [['Lulu on the Bridge', 'Chinese Box', 'Slam Dance', 'Eat a Bowl of Tea', 'Chan Is Missing', 'Snow Flower and the Secret Fan', 'The Center of the World', 'Smoke', 'Last Holiday', 'Because of Winn-Dixie', 'The Joy Luck Club', 'Maid in Manhattan']]
Predicted Ans:    Blue in the Face
Predicted Path:   Blue in the Face --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face
Path (Raw):       Blue in the Face --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[No Operation]--> Blue in the Face
Neg LogProb(↓):   0.593864
Path Entropy(↓):  0.878499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of the change - up also starred in which films
Start Entity:     The Change-Up
Gold Answer:      [['Breaking the Rules', 'Horrible Bosses', 'Turbo', 'Foolproof', 'Green Lantern', 'The Voices', 'Disconnect', 'The Proposal', 'Definitely, Maybe', 'Couples Retreat', 'Bad Words', 'Mansome', 'Teen Wolf Too', 'Waiting...', 'Extract', 'The Switch', 'The Kingdom', 'Fireflies in the Garden', 'Just Friends', 'Safe House', 'The Nines', 'Buried', 'R.I.P.D.', 'The Ex', 'Buying the Cow', 'The Croods', 'Mississippi Grind', 'The Longest Week', "Smokin' Aces", 'Chaos Theory', 'Identity Thief', 'Hancock', 'Juno']]
Predicted Ans:    The Kingdom
Predicted Path:   The Change-Up --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom
Path (Raw):       The Change-Up --[starred_actors]--> Jason Bateman --[No Operation]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom
Neg LogProb(↓):   0.856229
Path Entropy(↓):  1.873773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor phillip rhee appeared in the same movie with who
Start Entity:     Phillip Rhee
Gold Answer:      [['Eric Roberts', 'James Earl Jones']]
Predicted Ans:    Eric Roberts
Predicted Path:   Phillip Rhee --[(INV) starred_actors]--> Best of the Best --[starred_actors]--> Eric Roberts
Path (Raw):       Phillip Rhee --[No Operation]--> Phillip Rhee --[(INV) starred_actors]--> Best of the Best --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.011561
Path Entropy(↓):  0.066110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the ritz
Start Entity:     The Ritz
Gold Answer:      [['Frederick De Cordova', 'Garry Marshall', 'Joe Mantello']]
Predicted Ans:    Garry Marshall
Predicted Path:   The Ritz --[written_by]--> Terrence McNally --[(INV) written_by]--> Frankie and Johnny --[directed_by]--> Garry Marshall
Path (Raw):       The Ritz --[written_by]--> Terrence McNally --[(INV) written_by]--> Frankie and Johnny --[directed_by]--> Garry Marshall
Neg LogProb(↓):   0.104279
Path Entropy(↓):  0.364648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jacqueline pearce
Start Entity:     Jacqueline Pearce
Gold Answer:      [['John Gilling']]
Predicted Ans:    John Gilling
Predicted Path:   Jacqueline Pearce --[(INV) starred_actors]--> The Plague of the Zombies --[directed_by]--> John Gilling
Path (Raw):       Jacqueline Pearce --[No Operation]--> Jacqueline Pearce --[(INV) starred_actors]--> The Plague of the Zombies --[directed_by]--> John Gilling
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of daisy kenyon
Start Entity:     Daisy Kenyon
Gold Answer:      [['Richard Attenborough', 'Alice Faye', 'John Gielgud', 'José Ferrer', 'Gene Tierney', 'Richard Conte', 'James Stewart', 'Dorothy Gish', 'Gary Cooper', 'Ralph Bellamy', 'Jane Fonda', 'Michael Caine', 'William Holden', 'Dyan Cannon', "Arthur O'Connell", 'David Niven', 'Robert Mitchum', 'Jean Seberg', 'Mylène Demongeot', 'Dana Andrews', 'Maggie McNamara', 'Jackie Gleason', 'George Sanders', 'Linda Darnell', 'Richard Greene', 'Patricia Neal', 'Rod Steiger', 'Harry Belafonte', 'John Wayne', 'Laurence Olivier', 'Kim Novak', 'Marilyn Monroe', 'Lee Remick', 'Kirk Douglas', 'Tom Tryon', 'Fred Clark', 'Carol Channing', 'Jean Simmons', 'Frankie Avalon', 'Ben Gazzara', 'Dorothy Dandridge', 'Arnold Stang', 'Frank Sinatra', 'Cornel Wilde', 'Clifton Webb', 'Deborah Kerr', 'Eleanor Parker', 'Vincent Price', 'Derek Jacobi', 'Charles Bickford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Daisy Kenyon --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Path (Raw):       Daisy Kenyon --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   1.204257
Path Entropy(↓):  2.088419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of black friday
Start Entity:     Black Friday
Gold Answer:      [['Joe May', 'Edward L. Cahn', 'Robert Florey', 'Jesper Ganslandt', 'Edwin L. Marin', 'Erle C. Kenton', 'George Waggner', 'Curt Siodmak', 'Lee Sholem']]
Predicted Ans:    Edward L. Cahn
Predicted Path:   Black Friday --[written_by]--> Curt Siodmak --[(INV) written_by]--> Creature with the Atom Brain --[directed_by]--> Edward L. Cahn
Path (Raw):       Black Friday --[written_by]--> Curt Siodmak --[(INV) written_by]--> Creature with the Atom Brain --[directed_by]--> Edward L. Cahn
Neg LogProb(↓):   0.346457
Path Entropy(↓):  0.974077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie kenny begins
Start Entity:     Kenny Begins
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Kenny Begins --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       Kenny Begins --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.045095
Path Entropy(↓):  2.014995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie desperate hours
Start Entity:     Desperate Hours
Gold Answer:      [['Richard Attenborough', 'Walter Hill', 'Mitch Glazer', 'Michael Almereyda', 'Robert Wise', 'John Gielgud', 'Michael Feifer', 'Michael Seresin', 'Roger Donaldson', 'Edward Zwick', 'Franco Zeffirelli', 'Geoff Murphy', 'Anthony Harvey', 'Stuart Rosenberg', 'Anthony Hopkins', 'Simon Wincer', 'Lewis Teague', 'Steven Lisberger', 'Woody Allen', 'Nicolas Roeg', 'Zalman King', 'Tony Scott', 'John Madden', 'Jack Hofsiss', 'Damian Harris', 'David Mamet', 'David Lynch', 'Graham Baker', 'Kenneth Branagh', 'Oliver Stone', 'Sacha Gervasi', 'Grigori Kozintsev', 'Jonas Åkerlund', 'Jocelyn Moorhouse', 'Mikael Håfström', 'Julie Taymor', 'Matthew Patrick', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Michael Cimino', 'Robert Rossen', 'Joel Schumacher', 'Francis Ford Coppola', 'Mike Hodges', 'Scott Hicks', 'Steven Zaillian', 'Laurence Olivier', 'Robert Benton', 'Austin Chick', 'Gregory Hoblit', 'Steven Spielberg', 'Robert Zemeckis', 'Vincent Gallo', 'Brett Ratner', 'Sidney Lumet', 'Martin Brest', 'Julien Temple', 'Fred Schepisi', 'Darren Aronofsky', 'Tarsem Singh', 'Tony Richardson', 'Frank Oz', 'David Twohy', 'Barbet Schroeder', 'Michael Tolkin', 'James Ivory']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Desperate Hours --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Path (Raw):       Desperate Hours --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Neg LogProb(↓):   0.863204
Path Entropy(↓):  1.536588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the pledge
Start Entity:     The Pledge
Gold Answer:      [['William Friedkin', 'Terry Gilliam', 'Julian Schnabel', 'Ramón Menéndez', 'Steven Soderbergh', 'Marco Brambilla', 'Bryan Singer', 'Joe Johnston', 'Christopher McQuarrie', 'Susanne Bier']]
Predicted Ans:    Joe Johnston
Predicted Path:   The Pledge --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[directed_by]--> Joe Johnston
Path (Raw):       The Pledge --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[directed_by]--> Joe Johnston
Neg LogProb(↓):   0.191333
Path Entropy(↓):  0.647153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote black water
Start Entity:     Black Water
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Black Water --[written_by]--> Andrew Traucki --[(INV) written_by]--> The Reef --[has_genre]--> Horror
Path (Raw):       Black Water --[written_by]--> Andrew Traucki --[(INV) written_by]--> The Reef --[has_genre]--> Horror
Neg LogProb(↓):   0.006129
Path Entropy(↓):  0.038285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in bereavement also appears in which movies
Start Entity:     Bereavement
Gold Answer:      [['Clockstoppers', 'The Terminator', 'Cherry Falls', 'Deadfall', 'The Divide', 'Streets of Blood', 'Aliens', 'The Abyss', 'Texas Chainsaw 3D', 'Havoc', 'K2', 'Rampage']]
Predicted Ans:    Rampage
Predicted Path:   Bereavement --[starred_actors]--> Michael Biehn --[(INV) starred_actors]--> Rampage
Path (Raw):       Bereavement --[starred_actors]--> Michael Biehn --[No Operation]--> Michael Biehn --[(INV) starred_actors]--> Rampage
Neg LogProb(↓):   0.958846
Path Entropy(↓):  1.428035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by harry baur
Start Entity:     Harry Baur
Gold Answer:      [['René Barjavel', 'Raymond Bernard', 'Claude Lelouch', 'Herbert Kretzmer', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Michel Audiard']]
Predicted Ans:    Herbert Kretzmer
Predicted Path:   Harry Baur --[(INV) starred_actors]--> Les Misérables --[written_by]--> Herbert Kretzmer
Path (Raw):       Harry Baur --[No Operation]--> Harry Baur --[(INV) starred_actors]--> Les Misérables --[written_by]--> Herbert Kretzmer
Neg LogProb(↓):   0.910906
Path Entropy(↓):  1.873256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is all over the guy
Start Entity:     All Over the Guy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   All Over the Guy --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Path (Raw):       All Over the Guy --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Neg LogProb(↓):   3.193497
Path Entropy(↓):  4.460322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor walter pidgeon starred together with who
Start Entity:     Walter Pidgeon
Gold Answer:      [['David Tomlinson', 'Leslie Nielsen', 'Robert Young', 'Van Johnson', 'Claire Trevor', 'Cary Grant', 'Joan Bennett', 'James Stewart', 'Greer Garson', 'Lana Turner', 'Elizabeth Taylor', 'Anna Lee', 'Felix Bressart', 'Myrna Loy', 'Donna Reed', 'Dick Powell', 'Esther Williams', 'Victor Mature', 'Barbara Eden', 'Brian Donlevy', 'Marsha Hunt', 'Donald Crisp', 'Errol Flynn', 'Wendell Corey', 'Teresa Wright', 'Dame May Whitty', 'David Brian', 'Betta St. John', 'Henry Travers', 'Albert Bassermann', 'John Wayne', 'Paul Newman', 'Roy Rogers', 'Robert Taylor', 'Warren Stevens', 'Michael Sarrazin', 'Robert Beatty', 'Kirk Douglas', 'Ruth Hussey', 'Joan Fontaine', 'Anne Francis', 'Clark Gable', 'Margaret Leighton', 'James Coburn', 'Trish Van Devere', "Maureen O'Hara", 'Margaret Sullavan', 'Deborah Kerr', 'Peter Lorre']]
Predicted Ans:    Joan Bennett
Predicted Path:   Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[starred_actors]--> Joan Bennett
Path (Raw):       Walter Pidgeon --[No Operation]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   0.006255
Path Entropy(↓):  0.049027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was turn it up directed by
Start Entity:     Turn It Up
Gold Answer:      [['Robert Adetuyi']]
Predicted Ans:    Robert Adetuyi
Predicted Path:   Turn It Up --[directed_by]--> Robert Adetuyi --[(INV) directed_by]--> Turn It Up --[directed_by]--> Robert Adetuyi
Path (Raw):       Turn It Up --[directed_by]--> Robert Adetuyi --[(INV) directed_by]--> Turn It Up --[directed_by]--> Robert Adetuyi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the best offer director
Start Entity:     The Best Offer
Gold Answer:      [['Drama', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Best Offer --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> Cinema Paradiso --[has_genre]--> Drama
Path (Raw):       The Best Offer --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> Cinema Paradiso --[has_genre]--> Drama
Neg LogProb(↓):   0.257513
Path Entropy(↓):  0.720448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by carlos saura
Start Entity:     Carlos Saura
Gold Answer:      [['French', 'Spanish', 'German']]
Predicted Ans:    Spanish
Predicted Path:   Carlos Saura --[(INV) directed_by]--> Carmen --[in_language]--> Spanish
Path (Raw):       Carlos Saura --[No Operation]--> Carlos Saura --[(INV) directed_by]--> Carmen --[in_language]--> Spanish
Neg LogProb(↓):   0.516095
Path Entropy(↓):  0.847431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the kingdom
Start Entity:     The Kingdom
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   The Kingdom --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Django Unchained --[in_language]--> English
Path (Raw):       The Kingdom --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Django Unchained --[in_language]--> English
Neg LogProb(↓):   0.238255
Path Entropy(↓):  0.538116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie a little stiff released
Start Entity:     A Little Stiff
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   A Little Stiff --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       A Little Stiff --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   2.893713
Path Entropy(↓):  4.264770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about edward buzzell
Start Entity:     edward buzzell
Gold Answer:      [['Song of the Thin Man']]
Predicted Ans:    Another Thin Man
Predicted Path:   edward buzzell --[(INV) has_tags]--> Song of the Thin Man --[has_tags]--> nick and nora charles --[(INV) has_tags]--> Another Thin Man
Path (Raw):       edward buzzell --[(INV) has_tags]--> Song of the Thin Man --[has_tags]--> nick and nora charles --[(INV) has_tags]--> Another Thin Man
Neg LogProb(↓):   0.319322
Path Entropy(↓):  0.757076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film the groomsmen
Start Entity:     The Groomsmen
Gold Answer:      [['Greg Marcks', 'Steven Spielberg', 'Edward Burns', 'James Foley']]
Predicted Ans:    Edward Burns
Predicted Path:   The Groomsmen --[starred_actors]--> Edward Burns --[(INV) starred_actors]--> She's the One --[directed_by]--> Edward Burns
Path (Raw):       The Groomsmen --[starred_actors]--> Edward Burns --[(INV) starred_actors]--> She's the One --[directed_by]--> Edward Burns
Neg LogProb(↓):   1.343622
Path Entropy(↓):  1.858391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of will success spoil rock hunter? is also the director of which movies
Start Entity:     Will Success Spoil Rock Hunter?
Gold Answer:      [['Son of Paleface', 'Susan Slept Here', "The Girl Can't Help It", 'Caprice', 'The Glass Bottom Boat', 'The Disorderly Orderly']]
Predicted Ans:    The Girl Can't Help It
Predicted Path:   Will Success Spoil Rock Hunter? --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It
Path (Raw):       Will Success Spoil Rock Hunter? --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It --[No Operation]--> The Girl Can't Help It
Neg LogProb(↓):   0.678445
Path Entropy(↓):  1.047456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of michael greenspan directed films
Start Entity:     Michael Greenspan
Gold Answer:      [['Christopher Dodd']]
Predicted Ans:    Christopher Dodd
Predicted Path:   Michael Greenspan --[(INV) directed_by]--> Wrecked --[written_by]--> Christopher Dodd
Path (Raw):       Michael Greenspan --[No Operation]--> Michael Greenspan --[(INV) directed_by]--> Wrecked --[written_by]--> Christopher Dodd
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the great buck howard
Start Entity:     The Great Buck Howard
Gold Answer:      [['Sean McGinly']]
Predicted Ans:    Sean McGinly
Predicted Path:   The Great Buck Howard --[directed_by]--> Sean McGinly --[(INV) directed_by]--> Two Days --[directed_by]--> Sean McGinly
Path (Raw):       The Great Buck Howard --[directed_by]--> Sean McGinly --[(INV) directed_by]--> Two Days --[directed_by]--> Sean McGinly
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of ten seconds to hell
Start Entity:     Ten Seconds to Hell
Gold Answer:      [['Anita Ekberg', 'Cliff Robertson', 'Dean Martin', 'Ian Bannen', 'Harry Andrews', 'Frank Sinatra', 'Ursula Andress', 'Michael Caine']]
Predicted Ans:    Cliff Robertson
Predicted Path:   Ten Seconds to Hell --[written_by]--> Robert Aldrich --[(INV) written_by]--> Too Late the Hero --[starred_actors]--> Cliff Robertson
Path (Raw):       Ten Seconds to Hell --[written_by]--> Robert Aldrich --[(INV) written_by]--> Too Late the Hero --[starred_actors]--> Cliff Robertson
Neg LogProb(↓):   0.231299
Path Entropy(↓):  0.633883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in kid millions
Start Entity:     Kid Millions
Gold Answer:      [['David Butler']]
Predicted Ans:    David Butler
Predicted Path:   Kid Millions --[starred_actors]--> Eddie Cantor --[(INV) starred_actors]--> Thank Your Lucky Stars --[directed_by]--> David Butler
Path (Raw):       Kid Millions --[starred_actors]--> Eddie Cantor --[(INV) starred_actors]--> Thank Your Lucky Stars --[directed_by]--> David Butler
Neg LogProb(↓):   0.014247
Path Entropy(↓):  0.082958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with joseph calleia
Start Entity:     Joseph Calleia
Gold Answer:      [['Charlton Heston', 'Orson Welles', 'Dick Foran', 'Janet Leigh', 'Mae West']]
Predicted Ans:    Mae West
Predicted Path:   Joseph Calleia --[(INV) starred_actors]--> My Little Chickadee --[starred_actors]--> Mae West
Path (Raw):       Joseph Calleia --[No Operation]--> Joseph Calleia --[(INV) starred_actors]--> My Little Chickadee --[starred_actors]--> Mae West
Neg LogProb(↓):   0.397165
Path Entropy(↓):  0.638796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by daniel henshall
Start Entity:     Daniel Henshall
Gold Answer:      [['Rob Sitch', 'Tom Gleisner', 'Santo Cilauro']]
Predicted Ans:    Rob Sitch
Predicted Path:   Daniel Henshall --[(INV) starred_actors]--> Any Questions for Ben? --[written_by]--> Rob Sitch
Path (Raw):       Daniel Henshall --[No Operation]--> Daniel Henshall --[(INV) starred_actors]--> Any Questions for Ben? --[written_by]--> Rob Sitch
Neg LogProb(↓):   0.251756
Path Entropy(↓):  0.566894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by bryan buckley
Start Entity:     Bryan Buckley
Gold Answer:      [['The Bronze']]
Predicted Ans:    The Bronze
Predicted Path:   Bryan Buckley --[(INV) directed_by]--> The Bronze --[directed_by]--> Bryan Buckley --[(INV) directed_by]--> The Bronze
Path (Raw):       Bryan Buckley --[(INV) directed_by]--> The Bronze --[directed_by]--> Bryan Buckley --[(INV) directed_by]--> The Bronze
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the telephone starred which actors
Start Entity:     The Telephone
Gold Answer:      [['John Heard', 'Whoopi Goldberg', 'Elliott Gould']]
Predicted Ans:    Whoopi Goldberg
Predicted Path:   The Telephone --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Theodore Rex --[starred_actors]--> Whoopi Goldberg
Path (Raw):       The Telephone --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Theodore Rex --[starred_actors]--> Whoopi Goldberg
Neg LogProb(↓):   0.042481
Path Entropy(↓):  0.197493
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film crisis
Start Entity:     Crisis
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Crisis --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Crisis --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   2.244510
Path Entropy(↓):  3.866723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with real steel in
Start Entity:     Real Steel
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Real Steel --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Path (Raw):       Real Steel --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Neg LogProb(↓):   1.066942
Path Entropy(↓):  1.380678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film u - 571
Start Entity:     U-571
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1967', '2007', '1998', '2009', '2010', '1982', '1973', '2014', '1994', '1943', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '1949', '1997', '2005', '1991', '1986']]
Predicted Ans:    2008
Predicted Path:   U-571 --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Surfer, Dude --[release_year]--> 2008
Path (Raw):       U-571 --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Surfer, Dude --[release_year]--> 2008
Neg LogProb(↓):   1.600400
Path Entropy(↓):  2.451896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of i wanna hold your hand
Start Entity:     I Wanna Hold Your Hand
Gold Answer:      [['Sally Field', 'Bruce Willis', 'David Morse', 'Lea Thompson', 'Denzel Washington', 'Frank McRae', 'Tim Curry', 'Anthony Hopkins', 'Eddie Deezen', 'Nona Gaye', 'Goldie Hawn', 'Richard E. Grant', 'Kurt Russell', 'Michelle Pfeiffer', 'Jack Warden', 'Jim Carrey', 'Michael Douglas', 'Charles Fleischer', 'Kathleen Turner', 'Meryl Streep', 'Christopher Lloyd', 'Thomas F. Wilson', 'Whoopi Goldberg', 'Isabella Rossellini', 'Patrick Stewart', 'Danny DeVito', 'Michael York', 'Joanna Cassidy', 'Mary Steenburgen', 'George C. Scott', 'Michael J. Fox', 'Crispin Glover', 'Reginald Owen', 'Tom Hanks', 'Gerrit Graham', 'Bob Hoskins', 'Jodie Foster', 'Robin Wright']]
Predicted Ans:    Lea Thompson
Predicted Path:   I Wanna Hold Your Hand --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Back to the Future Part II --[starred_actors]--> Lea Thompson
Path (Raw):       I Wanna Hold Your Hand --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Back to the Future Part II --[starred_actors]--> Lea Thompson
Neg LogProb(↓):   0.431589
Path Entropy(↓):  1.153439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by freida lee mock
Start Entity:     Freida Lee Mock
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Freida Lee Mock --[(INV) written_by]--> Return with Honor --[has_genre]--> Documentary
Path (Raw):       Freida Lee Mock --[No Operation]--> Freida Lee Mock --[(INV) written_by]--> Return with Honor --[has_genre]--> Documentary
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by ann louise bardach
Start Entity:     Ann Louise Bardach
Gold Answer:      [['Dennis Hopper']]
Predicted Ans:    Dennis Hopper
Predicted Path:   Ann Louise Bardach --[(INV) written_by]--> Catchfire --[directed_by]--> Dennis Hopper
Path (Raw):       Ann Louise Bardach --[No Operation]--> Ann Louise Bardach --[(INV) written_by]--> Catchfire --[directed_by]--> Dennis Hopper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jack donohue were released in which years
Start Entity:     Jack Donohue
Gold Answer:      [['1966', '1950', '1934', '1961']]
Predicted Ans:    1966
Predicted Path:   Jack Donohue --[(INV) directed_by]--> Assault on a Queen --[release_year]--> 1966
Path (Raw):       Jack Donohue --[No Operation]--> Jack Donohue --[(INV) directed_by]--> Assault on a Queen --[release_year]--> 1966
Neg LogProb(↓):   0.149710
Path Entropy(↓):  0.489131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of sins of my father
Start Entity:     Sins of My Father
Gold Answer:      [['Nicolas Entel']]
Predicted Ans:    Nicolas Entel
Predicted Path:   Sins of My Father --[directed_by]--> Nicolas Entel --[(INV) directed_by]--> Sins of My Father --[directed_by]--> Nicolas Entel
Path (Raw):       Sins of My Father --[directed_by]--> Nicolas Entel --[(INV) directed_by]--> Sins of My Father --[directed_by]--> Nicolas Entel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by mark twain
Start Entity:     Mark Twain
Gold Answer:      [['J. Lee Thompson', 'Will Vinton', 'Norman Taurog', 'Irving Rapper', 'Russ Mayberry', 'Michael Curtiz', 'Paul Rodriguez', 'Peter Hewitt', 'Stephen Sommers', 'George Scribner']]
Predicted Ans:    Ken Burns
Predicted Path:   Mark Twain --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[directed_by]--> Ken Burns
Path (Raw):       Mark Twain --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[directed_by]--> Ken Burns
Neg LogProb(↓):   0.000314
Path Entropy(↓):  0.002861
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by daniel stern
Start Entity:     Daniel Stern
Gold Answer:      [['Steve Tesich', 'Colin Quinn', 'Judd Apatow', 'John Hughes', 'Lowell Ganz', 'Babaloo Mandel']]
Predicted Ans:    Steve Tesich
Predicted Path:   Daniel Stern --[(INV) starred_actors]--> Breaking Away --[written_by]--> Steve Tesich
Path (Raw):       Daniel Stern --[No Operation]--> Daniel Stern --[(INV) starred_actors]--> Breaking Away --[written_by]--> Steve Tesich
Neg LogProb(↓):   0.016104
Path Entropy(↓):  0.103628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in invisible target
Start Entity:     Invisible Target
Gold Answer:      [['Jaycee Chan', 'Nicholas Tse', 'Shawn Yue']]
Predicted Ans:    Nicholas Tse
Predicted Path:   Invisible Target --[starred_actors]--> Nicholas Tse --[(INV) starred_actors]--> Invisible Target --[starred_actors]--> Nicholas Tse
Path (Raw):       Invisible Target --[starred_actors]--> Nicholas Tse --[(INV) starred_actors]--> Invisible Target --[starred_actors]--> Nicholas Tse
Neg LogProb(↓):   0.025932
Path Entropy(↓):  0.127561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the toy
Start Entity:     The Toy
Gold Answer:      [['Bruce Willis', 'David Morse', 'Billie Whitelaw', 'Gad Elmaleh', "Frances O'Connor", 'Joss Ackland', 'Marlon Brando', 'Julianne Moore', 'Gerard Butler', 'Mel Gibson', 'Gregory Peck', 'Matthew Broderick', 'Paul Walker', 'Nick Nolte', 'Martin Short', 'Michelle Pfeiffer', 'John C. Reilly', 'Billy Connolly', 'James Garner', 'Ned Beatty', 'Karen Allen', 'Liev Schreiber', 'Jeffrey Jones', 'Julia Roberts', 'Susan George', 'Mitchell Ryan', 'Heidi Kling', 'Sylvester Stallone', 'Gene Hackman', 'Daniel Auteuil', 'Bill Murray', 'Lee Remick', 'Gary Busey', 'Sarah Rowland Doroff', 'James Earl Jones', 'Alice Taglioni', 'Charles Bronson', 'David Warner', 'Anouk Aimée', 'Lorraine Bracco', 'Graham Greene', 'John Forsythe', 'Rene Russo', 'Kristin Scott Thomas', 'Elijah Wood', 'Antonio Banderas', 'Jodie Foster', 'Rutger Hauer', 'Joe Pesci', 'Christopher Reeve', 'Danny Glover', 'Adam Baldwin']]
Predicted Ans:    Charles Bronson
Predicted Path:   The Toy --[directed_by]--> Richard Donner --[(INV) directed_by]--> Lola --[starred_actors]--> Charles Bronson
Path (Raw):       The Toy --[directed_by]--> Richard Donner --[(INV) directed_by]--> Lola --[starred_actors]--> Charles Bronson
Neg LogProb(↓):   0.953768
Path Entropy(↓):  1.493891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie 2 days in new york
Start Entity:     2 Days in New York
Gold Answer:      [['1995', '1997', '2009', '2005', '1991', '2004', '1999', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   2 Days in New York --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> The Air I Breathe --[release_year]--> 2007
Path (Raw):       2 Days in New York --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> The Air I Breathe --[release_year]--> 2007
Neg LogProb(↓):   0.978202
Path Entropy(↓):  1.705694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Major barbara, when was it released
Start Entity:     Major Barbara
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Major Barbara --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       Major Barbara --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   2.021439
Path Entropy(↓):  3.349615
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director nancy meckler
Start Entity:     Nancy Meckler
Gold Answer:      [['Jodhi May', 'Julie Walters', 'Joely Richardson']]
Predicted Ans:    Julie Walters
Predicted Path:   Nancy Meckler --[(INV) directed_by]--> Sister My Sister --[starred_actors]--> Julie Walters
Path (Raw):       Nancy Meckler --[No Operation]--> Nancy Meckler --[(INV) directed_by]--> Sister My Sister --[starred_actors]--> Julie Walters
Neg LogProb(↓):   0.009232
Path Entropy(↓):  0.054709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by dave boyle were in which genres
Start Entity:     Dave Boyle
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dave Boyle --[(INV) written_by]--> White on Rice --[has_genre]--> Comedy
Path (Raw):       Dave Boyle --[No Operation]--> Dave Boyle --[(INV) written_by]--> White on Rice --[has_genre]--> Comedy
Neg LogProb(↓):   0.000289
Path Entropy(↓):  0.002644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of red tails
Start Entity:     Red Tails
Gold Answer:      [["Hart's War", 'Iron Man', 'The Ledge', 'Idlewild', 'The Hunting Party', 'Sunset Park', 'Awake', 'Fighting', 'Dead Man Down', 'Pride']]
Predicted Ans:    Awake
Predicted Path:   Red Tails --[starred_actors]--> Terrence Howard --[(INV) starred_actors]--> Awake
Path (Raw):       Red Tails --[starred_actors]--> Terrence Howard --[No Operation]--> Terrence Howard --[(INV) starred_actors]--> Awake
Neg LogProb(↓):   0.705853
Path Entropy(↓):  1.233739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of 5 card stud
Start Entity:     5 Card Stud
Gold Answer:      [['Douglas Camfield', 'Richard Thorpe', 'Robert Z. Leonard', 'Henry Hathaway']]
Predicted Ans:    Henry Hathaway
Predicted Path:   5 Card Stud --[written_by]--> Marguerite Roberts --[(INV) written_by]--> 5 Card Stud --[directed_by]--> Henry Hathaway
Path (Raw):       5 Card Stud --[written_by]--> Marguerite Roberts --[(INV) written_by]--> 5 Card Stud --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   0.217314
Path Entropy(↓):  0.634910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with i am the law fall under
Start Entity:     I Am the Law
Gold Answer:      [['Drama', 'Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   I Am the Law --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Because You're Mine --[has_genre]--> Comedy
Path (Raw):       I Am the Law --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Because You're Mine --[has_genre]--> Comedy
Neg LogProb(↓):   0.616786
Path Entropy(↓):  1.205720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director dan bush co - directed films with who
Start Entity:     Dan Bush
Gold Answer:      [['David Bruckner', 'William Eubank', 'Jacob Gentry']]
Predicted Ans:    David Bruckner
Predicted Path:   Dan Bush --[(INV) directed_by]--> The Signal --[directed_by]--> David Bruckner
Path (Raw):       Dan Bush --[No Operation]--> Dan Bush --[(INV) directed_by]--> The Signal --[directed_by]--> David Bruckner
Neg LogProb(↓):   0.015194
Path Entropy(↓):  0.084436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of joris jarsky starred movies
Start Entity:     Joris Jarsky
Gold Answer:      [['William Phillips']]
Predicted Ans:    William Phillips
Predicted Path:   Joris Jarsky --[(INV) starred_actors]--> Foolproof --[written_by]--> William Phillips
Path (Raw):       Joris Jarsky --[No Operation]--> Joris Jarsky --[(INV) starred_actors]--> Foolproof --[written_by]--> William Phillips
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the umbrellas of cherbourg
Start Entity:     The Umbrellas of Cherbourg
Gold Answer:      [['Jacques Demy']]
Predicted Ans:    Jacques Demy
Predicted Path:   The Umbrellas of Cherbourg --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[written_by]--> Jacques Demy
Path (Raw):       The Umbrellas of Cherbourg --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[written_by]--> Jacques Demy
Neg LogProb(↓):   0.116299
Path Entropy(↓):  0.448475
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of a few good men
Start Entity:     A Few Good Men
Gold Answer:      [['Mike Nichols', 'David Fincher', 'Bennett Miller', 'Harold Becker', 'Rob Reiner']]
Predicted Ans:    Bennett Miller
Predicted Path:   A Few Good Men --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Moneyball --[directed_by]--> Bennett Miller
Path (Raw):       A Few Good Men --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Moneyball --[directed_by]--> Bennett Miller
Neg LogProb(↓):   0.620329
Path Entropy(↓):  1.074927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the mountain men actors
Start Entity:     The Mountain Men
Gold Answer:      [['Family', 'Western', 'Drama', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Mountain Men --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Path (Raw):       The Mountain Men --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Neg LogProb(↓):   0.917111
Path Entropy(↓):  2.007649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the fan
Start Entity:     The Fan
Gold Answer:      [['Lauren Bacall', 'Maureen Stapleton', 'James Garner']]
Predicted Ans:    Wesley Snipes
Predicted Path:   The Fan --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Jungle Fever --[starred_actors]--> Wesley Snipes
Path (Raw):       The Fan --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Jungle Fever --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   1.142557
Path Entropy(↓):  1.846205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films written by agust guðmundsson
Start Entity:     Ágúst Guðmundsson
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter --[in_language]--> Icelandic
Path (Raw):       Ágúst Guðmundsson --[No Operation]--> Ágúst Guðmundsson --[(INV) written_by]--> The Seagull's Laughter --[in_language]--> Icelandic
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by don't tempt me actors release
Start Entity:     Don't Tempt Me
Gold Answer:      [['1983', '1998', '2000', '1997', '2009', '2001', '2008', '2003', '2005', '1991', '2004', '2006', '1999', '1981', '2013', '2007', '1943']]
Predicted Ans:    2009
Predicted Path:   Don't Tempt Me --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Broken Embraces --[release_year]--> 2009
Path (Raw):       Don't Tempt Me --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Broken Embraces --[release_year]--> 2009
Neg LogProb(↓):   1.463346
Path Entropy(↓):  2.096424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed swing
Start Entity:     Swing
Gold Answer:      [['Asia Argento', 'Marc Lavoine']]
Predicted Ans:    Asia Argento
Predicted Path:   Swing --[directed_by]--> Tony Gatlif --[(INV) directed_by]--> Transylvania --[starred_actors]--> Asia Argento
Path (Raw):       Swing --[directed_by]--> Tony Gatlif --[(INV) directed_by]--> Transylvania --[starred_actors]--> Asia Argento
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by lianna actors
Start Entity:     Lianna
Gold Answer:      [['Kate Chopin']]
Predicted Ans:    John Sayles
Predicted Path:   Lianna --[starred_actors]--> Jon DeVries --[(INV) starred_actors]--> Lianna --[written_by]--> John Sayles
Path (Raw):       Lianna --[starred_actors]--> Jon DeVries --[(INV) starred_actors]--> Lianna --[written_by]--> John Sayles
Neg LogProb(↓):   0.014227
Path Entropy(↓):  0.084728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film dream team 1935 were in which languages
Start Entity:     Dream Team 1935
Gold Answer:      [['Latvian']]
Predicted Ans:    Latvian
Predicted Path:   Dream Team 1935 --[directed_by]--> Aigars Grauba --[(INV) directed_by]--> Defenders of Riga --[in_language]--> Latvian
Path (Raw):       Dream Team 1935 --[directed_by]--> Aigars Grauba --[(INV) directed_by]--> Defenders of Riga --[in_language]--> Latvian
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie faces
Start Entity:     Faces
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Faces --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Path (Raw):       Faces --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Neg LogProb(↓):   2.916493
Path Entropy(↓):  3.921037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by bernhard wicki
Start Entity:     Bernhard Wicki
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Path (Raw):       Bernhard Wicki --[No Operation]--> Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Neg LogProb(↓):   0.013870
Path Entropy(↓):  0.072901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe rebecca of sunnybrook farm
Start Entity:     Rebecca of Sunnybrook Farm
Gold Answer:      [['shirley temple', 'allan dwan']]
Predicted Ans:    allan dwan
Predicted Path:   Rebecca of Sunnybrook Farm --[has_tags]--> allan dwan --[(INV) has_tags]--> The Iron Mask --[has_tags]--> allan dwan
Path (Raw):       Rebecca of Sunnybrook Farm --[has_tags]--> allan dwan --[(INV) has_tags]--> The Iron Mask --[has_tags]--> allan dwan
Neg LogProb(↓):   0.032764
Path Entropy(↓):  0.154306
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bettie page reveals all were in which genres
Start Entity:     Bettie Page Reveals All
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Bettie Page Reveals All --[starred_actors]--> Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[has_genre]--> Mystery
Path (Raw):       Bettie Page Reveals All --[starred_actors]--> Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[has_genre]--> Mystery
Neg LogProb(↓):   0.011870
Path Entropy(↓):  0.078512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie million dollar arm
Start Entity:     Million Dollar Arm
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Sport
Predicted Path:   Million Dollar Arm --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Path (Raw):       Million Dollar Arm --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   1.915141
Path Entropy(↓):  0.432170
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of kati outinen starred movies
Start Entity:     Kati Outinen
Gold Answer:      [['2008', '1990', '1996', '2002', '1986', '2011']]
Predicted Ans:    1990
Predicted Path:   Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[release_year]--> 1990
Path (Raw):       Kati Outinen --[No Operation]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[release_year]--> 1990
Neg LogProb(↓):   0.286222
Path Entropy(↓):  0.755784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by inescapable actors
Start Entity:     Inescapable
Gold Answer:      [['Romance', 'Family', 'Sport', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Inescapable --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Americano --[has_genre]--> Drama
Path (Raw):       Inescapable --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Americano --[has_genre]--> Drama
Neg LogProb(↓):   0.080798
Path Entropy(↓):  0.342297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was saving sarah cain released
Start Entity:     Saving Sarah Cain
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Saving Sarah Cain --[written_by]--> Beverly Lewis --[(INV) written_by]--> Saving Sarah Cain --[release_year]--> 2007
Path (Raw):       Saving Sarah Cain --[written_by]--> Beverly Lewis --[(INV) written_by]--> Saving Sarah Cain --[release_year]--> 2007
Neg LogProb(↓):   1.768669
Path Entropy(↓):  0.456775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in boys and girls
Start Entity:     Boys and Girls
Gold Answer:      [['Claire Forlani']]
Predicted Ans:    Lee Evans
Predicted Path:   Boys and Girls --[starred_actors]--> Claire Forlani --[(INV) starred_actors]--> The Medallion --[starred_actors]--> Lee Evans
Path (Raw):       Boys and Girls --[starred_actors]--> Claire Forlani --[(INV) starred_actors]--> The Medallion --[starred_actors]--> Lee Evans
Neg LogProb(↓):   0.769266
Path Entropy(↓):  1.102900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films directed by the director of the naked prey
Start Entity:     The Naked Prey
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   The Naked Prey --[directed_by]--> Cornel Wilde --[(INV) directed_by]--> Beach Red --[has_genre]--> War
Path (Raw):       The Naked Prey --[directed_by]--> Cornel Wilde --[(INV) directed_by]--> Beach Red --[has_genre]--> War
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was david webb peoples the writer of
Start Entity:     David Webb Peoples
Gold Answer:      [['The Blood of Heroes', 'Soldier', 'Unforgiven']]
Predicted Ans:    Soldier
Predicted Path:   David Webb Peoples --[(INV) written_by]--> Soldier --[written_by]--> David Webb Peoples --[(INV) written_by]--> Soldier
Path (Raw):       David Webb Peoples --[(INV) written_by]--> Soldier --[written_by]--> David Webb Peoples --[(INV) written_by]--> Soldier
Neg LogProb(↓):   0.233881
Path Entropy(↓):  0.718468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in fear of a black hat
Start Entity:     Fear of a Black Hat
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fear of a Black Hat --[starred_actors]--> Rusty Cundieff --[(INV) starred_actors]--> Sprung --[has_genre]--> Comedy
Path (Raw):       Fear of a Black Hat --[starred_actors]--> Rusty Cundieff --[(INV) starred_actors]--> Sprung --[has_genre]--> Comedy
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the home of dark butterflies
Start Entity:     The Home of Dark Butterflies
Gold Answer:      [['Jasper Pääkkönen', 'Pamela Tola', 'Jussi Vatanen', 'Timo Lavikainen']]
Predicted Ans:    Kati Outinen
Predicted Path:   The Home of Dark Butterflies --[directed_by]--> Dome Karukoski --[(INV) directed_by]--> The Home of Dark Butterflies --[starred_actors]--> Kati Outinen
Path (Raw):       The Home of Dark Butterflies --[directed_by]--> Dome Karukoski --[(INV) directed_by]--> The Home of Dark Butterflies --[starred_actors]--> Kati Outinen
Neg LogProb(↓):   0.001719
Path Entropy(↓):  0.015158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie corruption
Start Entity:     Corruption
Gold Answer:      [['Sue Lloyd', "Kate O'Mara", 'Noel Trevarthen', 'Peter Cushing']]
Predicted Ans:    Peter Cushing
Predicted Path:   Corruption --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Vampire Lovers --[starred_actors]--> Peter Cushing
Path (Raw):       Corruption --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Vampire Lovers --[starred_actors]--> Peter Cushing
Neg LogProb(↓):   0.393078
Path Entropy(↓):  0.784181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in flickering lights also appears in which movies
Start Entity:     Flickering Lights
Gold Answer:      [['Open Hearts', 'After the Wedding', 'The Salvation', 'Allegro', 'A Second Chance', 'Valhalla Rising', 'The Thing', 'Charlie Countryman', 'The Green Butchers', 'The Inheritance', 'A Royal Affair', 'The Hunt', 'Brothers', "Adam's Apples", 'Murk']]
Predicted Ans:    Adam's Apples
Predicted Path:   Flickering Lights --[starred_actors]--> Mads Mikkelsen --[(INV) starred_actors]--> Adam's Apples
Path (Raw):       Flickering Lights --[starred_actors]--> Mads Mikkelsen --[No Operation]--> Mads Mikkelsen --[(INV) starred_actors]--> Adam's Apples
Neg LogProb(↓):   0.365615
Path Entropy(↓):  1.025426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with marie belloc lowndes
Start Entity:     Marie Belloc Lowndes
Gold Answer:      [['David Ondaatje', 'Barré Lyndon']]
Predicted Ans:    Marie Belloc Lowndes
Predicted Path:   Marie Belloc Lowndes --[(INV) written_by]--> The Lodger --[written_by]--> Marie Belloc Lowndes
Path (Raw):       Marie Belloc Lowndes --[No Operation]--> Marie Belloc Lowndes --[(INV) written_by]--> The Lodger --[written_by]--> Marie Belloc Lowndes
Neg LogProb(↓):   2.198267
Path Entropy(↓):  2.204601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films that share actors with invitation to a gunfighter in
Start Entity:     Invitation to a Gunfighter
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Invitation to a Gunfighter --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Invitation to a Gunfighter --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.025196
Path Entropy(↓):  0.129872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of scott terra starred movies
Start Entity:     Scott Terra
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Scott Terra --[(INV) starred_actors]--> Eight Legged Freaks --[release_year]--> 2002
Path (Raw):       Scott Terra --[No Operation]--> Scott Terra --[(INV) starred_actors]--> Eight Legged Freaks --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by rena owen were released in which years
Start Entity:     Rena Owen
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Rena Owen --[(INV) starred_actors]--> Once Were Warriors --[release_year]--> 1994
Path (Raw):       Rena Owen --[No Operation]--> Rena Owen --[(INV) starred_actors]--> Once Were Warriors --[release_year]--> 1994
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of gigot
Start Entity:     Gigot
Gold Answer:      [['Fred Astaire', 'Mickey Rooney', 'Ann Miller', 'Henry Fonda', 'Betty Garrett', 'James Stewart', 'Michael Crawford', "Donald O'Connor", 'Barbara Laage', 'Bobby Clark', 'Cyd Charisse', 'Michael Redgrave', 'Doris Day', 'Shirley Jones', 'Dan Dailey', 'Debbie Reynolds', 'Dolores Gray', 'Walter Matthau', 'Jean Hagen', 'Gene Kelly', 'Marianne McAndrew', 'Frank Sinatra', 'Inger Stevens', 'Barbra Streisand']]
Predicted Ans:    Gene Kelly
Predicted Path:   Gigot --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather --[starred_actors]--> Gene Kelly
Path (Raw):       Gigot --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.751500
Path Entropy(↓):  1.386726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by peter benchley were directed by who
Start Entity:     Peter Benchley
Gold Answer:      [['Peter Yates', 'Michael Ritchie', 'Michael Bay', 'Joe Alves', 'Jeannot Szwarc', 'Steven Spielberg', 'Baltasar Kormákur']]
Predicted Ans:    Michael Bay
Predicted Path:   Peter Benchley --[(INV) written_by]--> The Island --[directed_by]--> Michael Bay
Path (Raw):       Peter Benchley --[No Operation]--> Peter Benchley --[(INV) written_by]--> The Island --[directed_by]--> Michael Bay
Neg LogProb(↓):   0.683428
Path Entropy(↓):  1.119237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film phantom of the opera were in which genres
Start Entity:     Phantom of the Opera
Gold Answer:      [['Drama', 'Animation', 'Comedy']]
Predicted Ans:    War
Predicted Path:   Phantom of the Opera --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       Phantom of the Opera --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   0.208168
Path Entropy(↓):  0.908336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by brent gorski
Start Entity:     Brent Gorski
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Brent Gorski --[(INV) starred_actors]--> Holding Trevor --[release_year]--> 2007
Path (Raw):       Brent Gorski --[No Operation]--> Brent Gorski --[(INV) starred_actors]--> Holding Trevor --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the wave were released in which years
Start Entity:     The Wave
Gold Answer:      [['2012', '2010', '2004']]
Predicted Ans:    2004
Predicted Path:   The Wave --[written_by]--> Dennis Gansel --[(INV) written_by]--> Before the Fall --[release_year]--> 2004
Path (Raw):       The Wave --[written_by]--> Dennis Gansel --[(INV) written_by]--> Before the Fall --[release_year]--> 2004
Neg LogProb(↓):   0.256926
Path Entropy(↓):  0.917988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of along came a spider
Start Entity:     Along Came a Spider
Gold Answer:      [['Once Were Warriors', 'The Edge', 'Mulholland Falls', "The Devil's Double", 'Next', 'Die Another Day']]
Predicted Ans:    Die Another Day
Predicted Path:   Along Came a Spider --[directed_by]--> Lee Tamahori --[(INV) directed_by]--> Die Another Day
Path (Raw):       Along Came a Spider --[directed_by]--> Lee Tamahori --[(INV) directed_by]--> Die Another Day --[No Operation]--> Die Another Day
Neg LogProb(↓):   0.094362
Path Entropy(↓):  0.408467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the ambushers actors
Start Entity:     The Ambushers
Gold Answer:      [['J. Lee Thompson', 'Edward Dmytryk', 'Joseph Anthony', 'Roland Joffé', 'Michael Anderson', 'Gordon Douglas', 'Robert Altman', 'Lewis Milestone', 'Billy Wilder', 'Henry Hathaway', 'Robert Aldrich', 'Melville Shavelson', 'Michael Gordon', 'Wim Wenders', 'Victor Sjöström', 'George Roy Hill', 'Arnold Laven', 'Vincente Minnelli', 'Frank Perry', 'Andrew V. McLaglen', 'George Seaton', 'Howard Hawks']]
Predicted Ans:    Robert Altman
Predicted Path:   The Ambushers --[starred_actors]--> Janice Rule --[(INV) starred_actors]--> 3 Women --[directed_by]--> Robert Altman
Path (Raw):       The Ambushers --[starred_actors]--> Janice Rule --[(INV) starred_actors]--> 3 Women --[directed_by]--> Robert Altman
Neg LogProb(↓):   0.898571
Path Entropy(↓):  1.421464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film borgman released
Start Entity:     Borgman
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Borgman --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Borgman --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.213190
Path Entropy(↓):  4.557968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
James wong was the director of which films
Start Entity:     James Wong
Gold Answer:      [['The One', 'Final Destination 3', 'Final Destination']]
Predicted Ans:    Final Destination
Predicted Path:   James Wong --[(INV) directed_by]--> Final Destination --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination
Path (Raw):       James Wong --[(INV) directed_by]--> Final Destination --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination
Neg LogProb(↓):   0.943128
Path Entropy(↓):  1.396523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by molly shannon
Start Entity:     Molly Shannon
Gold Answer:      [['Mike White', 'Jeff Baena', 'Bruce McCulloch', 'Raja Gosnell']]
Predicted Ans:    Bruce McCulloch
Predicted Path:   Molly Shannon --[(INV) starred_actors]--> Superstar --[directed_by]--> Bruce McCulloch
Path (Raw):       Molly Shannon --[No Operation]--> Molly Shannon --[(INV) starred_actors]--> Superstar --[directed_by]--> Bruce McCulloch
Neg LogProb(↓):   0.026926
Path Entropy(↓):  0.122956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie stonehenge apocalypse
Start Entity:     Stonehenge Apocalypse
Gold Answer:      [['Robert Hewitt Wolfe']]
Predicted Ans:    Robert Hewitt Wolfe
Predicted Path:   Stonehenge Apocalypse --[starred_actors]--> Peter Wingfield --[(INV) starred_actors]--> Riverworld --[written_by]--> Robert Hewitt Wolfe
Path (Raw):       Stonehenge Apocalypse --[starred_actors]--> Peter Wingfield --[(INV) starred_actors]--> Riverworld --[written_by]--> Robert Hewitt Wolfe
Neg LogProb(↓):   0.111428
Path Entropy(↓):  0.354572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the magnificent gladiator
Start Entity:     The Magnificent Gladiator
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Magnificent Gladiator --[directed_by]--> Alfonso Brescia --[(INV) directed_by]--> War of the Robots --[in_language]--> Italian
Path (Raw):       The Magnificent Gladiator --[directed_by]--> Alfonso Brescia --[(INV) directed_by]--> War of the Robots --[in_language]--> Italian
Neg LogProb(↓):   0.000877
Path Entropy(↓):  0.007056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by edgar wallace
Start Entity:     Edgar Wallace
Gold Answer:      [['King Kong']]
Predicted Ans:    King Kong
Predicted Path:   Edgar Wallace --[(INV) written_by]--> King Kong --[written_by]--> James Ashmore Creelman --[(INV) written_by]--> King Kong
Path (Raw):       Edgar Wallace --[(INV) written_by]--> King Kong --[written_by]--> James Ashmore Creelman --[(INV) written_by]--> King Kong
Neg LogProb(↓):   2.745259
Path Entropy(↓):  3.133165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of any which way you can
Start Entity:     Any Which Way You Can
Gold Answer:      [['Patricia Clarkson', 'Clint Eastwood', 'Liam Neeson']]
Predicted Ans:    Liam Neeson
Predicted Path:   Any Which Way You Can --[directed_by]--> Buddy Van Horn --[(INV) directed_by]--> The Dead Pool --[starred_actors]--> Liam Neeson
Path (Raw):       Any Which Way You Can --[directed_by]--> Buddy Van Horn --[(INV) directed_by]--> The Dead Pool --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.046394
Path Entropy(↓):  0.211072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the killer inside me
Start Entity:     The Killer Inside Me
Gold Answer:      [['Italian', 'English', 'Urdu']]
Predicted Ans:    English
Predicted Path:   The Killer Inside Me --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Path (Raw):       The Killer Inside Me --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Neg LogProb(↓):   0.238219
Path Entropy(↓):  0.544894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie the devil is a woman
Start Entity:     The Devil Is a Woman
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   The Devil Is a Woman --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       The Devil Is a Woman --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.137821
Path Entropy(↓):  0.403399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie city slickers
Start Entity:     City Slickers
Gold Answer:      [['Wayne Kramer', 'Albert Brooks', 'Joan Rivers', 'Dan Scanlon', 'Andrew Stanton', 'Daniel Gerson', 'Ralph Eggleston', 'Jill Culton', 'Jeff Pidgeon', 'Monica Mcgowan Johnson', 'Peter Tolan', 'Steve Tesich', 'Joseph D. Pistone', 'Richard Woodley', 'Jimmy Huston', 'Gary DeVore', 'Kenneth Lonergan', 'David Henry Hwang', 'Billy Crystal', 'Harold Ramis', 'Pete Docter', 'Paul Glickler', 'Colin Quinn', 'Judd Apatow', 'Nora Ephron', 'John Hughes', 'Lowell Ganz', 'Babaloo Mandel', 'Paul Attanasio']]
Predicted Ans:    Harold Ramis
Predicted Path:   City Slickers --[starred_actors]--> Billy Crystal --[(INV) starred_actors]--> Analyze That --[written_by]--> Harold Ramis
Path (Raw):       City Slickers --[starred_actors]--> Billy Crystal --[(INV) starred_actors]--> Analyze That --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.102759
Path Entropy(↓):  0.480196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed 12 days of terror
Start Entity:     12 Days of Terror
Gold Answer:      [['Michael Roesch', 'Peter Scheerer', 'Jack Sholder', 'Daniel Chuba', 'David C. Wilson', 'William Malone', 'Jim Kouf']]
Predicted Ans:    Peter Scheerer
Predicted Path:   12 Days of Terror --[directed_by]--> Jack Sholder --[(INV) directed_by]--> Alone in the Dark --[written_by]--> Peter Scheerer
Path (Raw):       12 Days of Terror --[directed_by]--> Jack Sholder --[(INV) directed_by]--> Alone in the Dark --[written_by]--> Peter Scheerer
Neg LogProb(↓):   0.074833
Path Entropy(↓):  0.336142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with crack - up fall under
Start Entity:     Crack-Up
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Crack-Up --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Crack-Up --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.421375
Path Entropy(↓):  0.778206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in eureka
Start Entity:     Eureka
Gold Answer:      [['French', 'Portuguese', 'Dutch', 'Japanese', 'Italian', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Eureka --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Eureka --[in_language]--> Japanese
Path (Raw):       Eureka --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Eureka --[in_language]--> Japanese
Neg LogProb(↓):   1.036885
Path Entropy(↓):  1.097272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with spider - man fall under
Start Entity:     Spider-Man
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Spider-Man --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[has_genre]--> Comedy
Path (Raw):       Spider-Man --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[has_genre]--> Comedy
Neg LogProb(↓):   0.694257
Path Entropy(↓):  1.083499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by lee tracy
Start Entity:     Lee Tracy
Gold Answer:      [['1932', '1933']]
Predicted Ans:    1932
Predicted Path:   Lee Tracy --[(INV) starred_actors]--> Doctor X --[release_year]--> 1932
Path (Raw):       Lee Tracy --[No Operation]--> Lee Tracy --[(INV) starred_actors]--> Doctor X --[release_year]--> 1932
Neg LogProb(↓):   0.309533
Path Entropy(↓):  0.721119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is the nine lives of fritz the cat
Start Entity:     The Nine Lives of Fritz the Cat
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Nine Lives of Fritz the Cat --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Nine Lives of Fritz the Cat --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.532400
Path Entropy(↓):  4.464283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by lee pace
Start Entity:     Lee Pace
Gold Answer:      [['2003', '2010', '2006', '2002', '1981']]
Predicted Ans:    2010
Predicted Path:   Lee Pace --[(INV) starred_actors]--> Ceremony --[release_year]--> 2010
Path (Raw):       Lee Pace --[No Operation]--> Lee Pace --[(INV) starred_actors]--> Ceremony --[release_year]--> 2010
Neg LogProb(↓):   0.857998
Path Entropy(↓):  1.058807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor susie essman acted together with who
Start Entity:     Susie Essman
Gold Answer:      [['Miley Cyrus', 'Mark Walton', 'John Travolta']]
Predicted Ans:    John Travolta
Predicted Path:   Susie Essman --[(INV) starred_actors]--> Bolt --[starred_actors]--> John Travolta
Path (Raw):       Susie Essman --[No Operation]--> Susie Essman --[(INV) starred_actors]--> Bolt --[starred_actors]--> John Travolta
Neg LogProb(↓):   0.007865
Path Entropy(↓):  0.052549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with lior ashkenazi
Start Entity:     Lior Ashkenazi
Gold Answer:      [['Ohad Knoller', 'Oz Zehavi', 'Caroline Peters', 'Knut Berger', 'Ronit Elkabetz']]
Predicted Ans:    Joseph Cedar
Predicted Path:   Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[directed_by]--> Joseph Cedar
Path (Raw):       Lior Ashkenazi --[No Operation]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[directed_by]--> Joseph Cedar
Neg LogProb(↓):   0.235166
Path Entropy(↓):  0.575926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor dorothy tutin appeared in the same movie with who
Start Entity:     Dorothy Tutin
Gold Answer:      [['Edna May Oliver', 'Elizabeth Allan', 'Ronald Colman', 'Dirk Bogarde']]
Predicted Ans:    Dirk Bogarde
Predicted Path:   Dorothy Tutin --[(INV) starred_actors]--> A Tale of Two Cities --[starred_actors]--> Dirk Bogarde
Path (Raw):       Dorothy Tutin --[No Operation]--> Dorothy Tutin --[(INV) starred_actors]--> A Tale of Two Cities --[starred_actors]--> Dirk Bogarde
Neg LogProb(↓):   0.006055
Path Entropy(↓):  0.038682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for 24 hour party people
Start Entity:     24 Hour Party People
Gold Answer:      [['Michael Winterbottom']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   24 Hour Party People --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[directed_by]--> Michael Winterbottom
Path (Raw):       24 Hour Party People --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[directed_by]--> Michael Winterbottom
Neg LogProb(↓):   0.689753
Path Entropy(↓):  1.083290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by dominique sanda were released in which years
Start Entity:     Dominique Sanda
Gold Answer:      [['1969', '1976', '1970']]
Predicted Ans:    1976
Predicted Path:   Dominique Sanda --[(INV) starred_actors]--> 1900 --[release_year]--> 1976
Path (Raw):       Dominique Sanda --[No Operation]--> Dominique Sanda --[(INV) starred_actors]--> 1900 --[release_year]--> 1976
Neg LogProb(↓):   0.016159
Path Entropy(↓):  0.088477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by paul rudnick
Start Entity:     Paul Rudnick
Gold Answer:      [['Anjelica Huston', 'Nanette Newman', 'Glenn Close', 'Steven Weber', 'David Hyde Pierce', 'Matthew Broderick', 'Richard Benjamin', 'Lisa Kudrow', 'Nicole Kidman', 'Christopher Lloyd', 'Stockard Channing', 'Bette Midler', 'Peter Masterson', 'Nathan Lane', 'Paula Prentiss', 'Damon Wayans', 'Jane Krakowski', 'Joan Cusack', 'Katharine Ross']]
Predicted Ans:    Anjelica Huston
Predicted Path:   Paul Rudnick --[(INV) written_by]--> Addams Family Values --[starred_actors]--> Anjelica Huston
Path (Raw):       Paul Rudnick --[No Operation]--> Paul Rudnick --[(INV) written_by]--> Addams Family Values --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.604176
Path Entropy(↓):  0.722565
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was night and day directed by
Start Entity:     Night and Day
Gold Answer:      [['Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Night and Day --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Path (Raw):       Night and Day --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.267454
Path Entropy(↓):  0.878719
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the texas chain saw massacre
Start Entity:     The Texas Chain Saw Massacre
Gold Answer:      [['Tobe Hooper']]
Predicted Ans:    Tobe Hooper
Predicted Path:   The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[directed_by]--> Tobe Hooper
Path (Raw):       The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   0.062146
Path Entropy(↓):  0.228394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by oscar saul were in which genres
Start Entity:     Oscar Saul
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Oscar Saul --[(INV) written_by]--> A Streetcar Named Desire --[has_genre]--> Drama
Path (Raw):       Oscar Saul --[No Operation]--> Oscar Saul --[(INV) written_by]--> A Streetcar Named Desire --[has_genre]--> Drama
Neg LogProb(↓):   1.791759
Path Entropy(↓):  1.791761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the go - between
Start Entity:     The Go-Between
Gold Answer:      [['Reunion', "The French Lieutenant's Woman", 'The Pumpkin Eater', 'The Homecoming', 'Accident', 'Turtle Diary', "The Handmaid's Tale", 'The Servant', 'Sleuth', 'The Comfort of Strangers', 'The Quiller Memorandum', 'Betrayal', 'The Last Tycoon']]
Predicted Ans:    The Handmaid's Tale
Predicted Path:   The Go-Between --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale
Path (Raw):       The Go-Between --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale --[No Operation]--> The Handmaid's Tale
Neg LogProb(↓):   0.963589
Path Entropy(↓):  1.479727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of corrina, corrina
Start Entity:     Corrina, Corrina
Gold Answer:      [['Dianne Wiest', 'Sean Penn', 'Dakota Fanning', 'Michelle Pfeiffer']]
Predicted Ans:    Tina Majorino
Predicted Path:   Corrina, Corrina --[directed_by]--> Jessie Nelson --[(INV) directed_by]--> Corrina, Corrina --[starred_actors]--> Tina Majorino
Path (Raw):       Corrina, Corrina --[directed_by]--> Jessie Nelson --[(INV) directed_by]--> Corrina, Corrina --[starred_actors]--> Tina Majorino
Neg LogProb(↓):   0.145789
Path Entropy(↓):  0.397006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of mercy
Start Entity:     Mercy
Gold Answer:      [['Chris Rock', 'Jonathan Pryce', 'John Malkovich', 'James Spader', 'Tom Arnold', 'Ione Skye', 'Ellen Barkin', 'Ryan Simpkins', 'Gillian Jacobs', 'Laurence Fishburne', 'Anthony Hopkins', 'Jeff Bridges', 'Barry Brown', 'Frank Langella', 'Dexter Fletcher']]
Predicted Ans:    John Malkovich
Predicted Path:   Mercy --[directed_by]--> Damian Harris --[(INV) directed_by]--> Gardens of the Night --[starred_actors]--> John Malkovich
Path (Raw):       Mercy --[directed_by]--> Damian Harris --[(INV) directed_by]--> Gardens of the Night --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.337156
Path Entropy(↓):  0.967260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed nausicaa of the valley of the wind
Start Entity:     Nausicaä of the Valley of the Wind
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Nausicaä of the Valley of the Wind --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Porco Rosso --[in_language]--> Japanese
Path (Raw):       Nausicaä of the Valley of the Wind --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Porco Rosso --[in_language]--> Japanese
Neg LogProb(↓):   0.861318
Path Entropy(↓):  1.677938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did kyle schickner write the story for
Start Entity:     Kyle Schickner
Gold Answer:      [['Steam']]
Predicted Ans:    Steam
Predicted Path:   Kyle Schickner --[(INV) written_by]--> Steam --[written_by]--> Kyle Schickner --[(INV) written_by]--> Steam
Path (Raw):       Kyle Schickner --[(INV) written_by]--> Steam --[written_by]--> Kyle Schickner --[(INV) written_by]--> Steam
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by victor heerman release
Start Entity:     Victor Heerman
Gold Answer:      [['1994', '1949', '1933', '1921']]
Predicted Ans:    1949
Predicted Path:   Victor Heerman --[(INV) written_by]--> Little Women --[release_year]--> 1949
Path (Raw):       Victor Heerman --[No Operation]--> Victor Heerman --[(INV) written_by]--> Little Women --[release_year]--> 1949
Neg LogProb(↓):   0.739025
Path Entropy(↓):  0.905463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by phil proctor starred which actors
Start Entity:     Phil Proctor
Gold Answer:      [['Chief Dan George', 'John Ritter', 'Fred Willard', 'Harvey Korman']]
Predicted Ans:    Tuesday Weld
Predicted Path:   Phil Proctor --[(INV) starred_actors]--> A Safe Place --[starred_actors]--> Tuesday Weld
Path (Raw):       Phil Proctor --[No Operation]--> Phil Proctor --[(INV) starred_actors]--> A Safe Place --[starred_actors]--> Tuesday Weld
Neg LogProb(↓):   0.854654
Path Entropy(↓):  1.205114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed maledetto il giorno che t'ho incontrato
Start Entity:     Maledetto il giorno che t'ho incontrato
Gold Answer:      [['Carlo Verdone']]
Predicted Ans:    Carlo Verdone
Predicted Path:   Maledetto il giorno che t'ho incontrato --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> Fun Is Beautiful --[written_by]--> Carlo Verdone
Path (Raw):       Maledetto il giorno che t'ho incontrato --[directed_by]--> Carlo Verdone --[(INV) directed_by]--> Fun Is Beautiful --[written_by]--> Carlo Verdone
Neg LogProb(↓):   1.517969
Path Entropy(↓):  1.865336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did william prince star in
Start Entity:     William Prince
Gold Answer:      [['The Gauntlet', 'Carnegie Hall', 'Cyrano de Bergerac', 'Macabre']]
Predicted Ans:    The Gauntlet
Predicted Path:   William Prince --[(INV) starred_actors]--> The Gauntlet --[starred_actors]--> Sondra Locke --[(INV) starred_actors]--> The Gauntlet
Path (Raw):       William Prince --[(INV) starred_actors]--> The Gauntlet --[starred_actors]--> Sondra Locke --[(INV) starred_actors]--> The Gauntlet
Neg LogProb(↓):   0.276620
Path Entropy(↓):  0.772059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the a lady of chance director
Start Entity:     A Lady of Chance
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Lady of Chance --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[has_genre]--> Comedy
Path (Raw):       A Lady of Chance --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[has_genre]--> Comedy
Neg LogProb(↓):   0.914959
Path Entropy(↓):  1.508393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by cover girl actors
Start Entity:     Cover Girl
Gold Answer:      [['George Cukor', 'William A. Seiter', 'Stephen Herek', 'Tay Garnett', 'Richard Thorpe', 'Rouben Mamoulian', 'Busby Berkeley', 'Félix Enríquez Alcalá', 'Raoul Walsh', 'George Sidney', 'Stanley Kramer', 'Robert Rossen', 'Stanley Donen', 'Charles Walters', 'Vincente Minnelli', 'Robert Parrish', 'Peter Godfrey', 'Richard Lester', 'Robert Siodmak', 'Gene Kelly', 'Delbert Mann', 'Victor Saville', 'Robert Greenwald', 'Ben Hecht', 'Irving Rapper', 'Charles Vidor', 'Orson Welles', 'Ralph Nelson', 'Sidney Lanfield', 'Howard Hawks']]
Predicted Ans:    Richard Lester
Predicted Path:   Cover Girl --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Path (Raw):       Cover Girl --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.554596
Path Entropy(↓):  0.989499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did david boyd direct
Start Entity:     David Boyd
Gold Answer:      [['Home Run']]
Predicted Ans:    Home Run
Predicted Path:   David Boyd --[(INV) directed_by]--> Home Run --[directed_by]--> David Boyd --[(INV) directed_by]--> Home Run
Path (Raw):       David Boyd --[(INV) directed_by]--> Home Run --[directed_by]--> David Boyd --[(INV) directed_by]--> Home Run
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film cold sweat are directed by who
Start Entity:     Cold Sweat
Gold Answer:      [['Walter Hill', 'Rainer Werner Fassbinder', 'J. Lee Thompson', 'John Huston', 'Stuart Rosenberg', 'Jacques Demy', 'Richard Fleischer', 'Richard Donner', 'Robert Aldrich', 'Peter Collinson', 'Terence Young', 'Michael Winner', 'Sergio Leone', 'Simon West', 'John Sturges', 'Don Siegel', 'Roger Corman', 'Peter R. Hunt', 'Sydney Pollack']]
Predicted Ans:    Sergio Leone
Predicted Path:   Cold Sweat --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Path (Raw):       Cold Sweat --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Neg LogProb(↓):   0.102048
Path Entropy(↓):  0.375465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did diego luna star in
Start Entity:     Diego Luna
Gold Answer:      [['Criminal', 'Only God Knows', 'The Book of Life', 'Mister Lonely', 'Rudo y Cursi', 'Y Tu Mamá También']]
Predicted Ans:    Rudo y Cursi
Predicted Path:   Diego Luna --[(INV) starred_actors]--> Rudo y Cursi --[written_by]--> Carlos Cuarón --[(INV) written_by]--> Rudo y Cursi
Path (Raw):       Diego Luna --[(INV) starred_actors]--> Rudo y Cursi --[written_by]--> Carlos Cuarón --[(INV) written_by]--> Rudo y Cursi
Neg LogProb(↓):   0.282586
Path Entropy(↓):  0.740242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by jack london release
Start Entity:     Jack London
Gold Answer:      [['1972', '1991', '1973', '1935', '1969', '1941']]
Predicted Ans:    1973
Predicted Path:   Jack London --[(INV) written_by]--> White Fang --[release_year]--> 1973
Path (Raw):       Jack London --[No Operation]--> Jack London --[(INV) written_by]--> White Fang --[release_year]--> 1973
Neg LogProb(↓):   1.062292
Path Entropy(↓):  1.646194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of hell
Start Entity:     Hell
Gold Answer:      [['Tim Fehlbaum']]
Predicted Ans:    Tim Fehlbaum
Predicted Path:   Hell --[directed_by]--> Tim Fehlbaum --[(INV) directed_by]--> Hell --[directed_by]--> Tim Fehlbaum
Path (Raw):       Hell --[directed_by]--> Tim Fehlbaum --[(INV) directed_by]--> Hell --[directed_by]--> Tim Fehlbaum
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did jeff filgo write
Start Entity:     Jeff Filgo
Gold Answer:      [['Take Me Home Tonight']]
Predicted Ans:    Take Me Home Tonight
Predicted Path:   Jeff Filgo --[(INV) written_by]--> Take Me Home Tonight --[written_by]--> Jeff Filgo --[(INV) written_by]--> Take Me Home Tonight
Path (Raw):       Jeff Filgo --[(INV) written_by]--> Take Me Home Tonight --[written_by]--> Jeff Filgo --[(INV) written_by]--> Take Me Home Tonight
Neg LogProb(↓):   0.026026
Path Entropy(↓):  0.119427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of disco dancer also starred in which films
Start Entity:     Disco Dancer
Gold Answer:      [['Guru', 'Chandni Chowk to China']]
Predicted Ans:    Guru
Predicted Path:   Disco Dancer --[starred_actors]--> Mithun Chakraborty --[(INV) starred_actors]--> Guru
Path (Raw):       Disco Dancer --[starred_actors]--> Mithun Chakraborty --[No Operation]--> Mithun Chakraborty --[(INV) starred_actors]--> Guru
Neg LogProb(↓):   0.147702
Path Entropy(↓):  0.435523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film heroine
Start Entity:     Heroine
Gold Answer:      [['Vidhu Vinod Chopra', 'Sriram Raghavan', 'Arijit Biswas', 'Farhan Akhtar', 'Rajkumar Hirani', 'Abhijat Joshi', 'Nikhil Advani', 'Anubhav Sinha', 'Shah Rukh Khan', 'Kanika Dhillon', 'Prakash Jha', 'Anjum Rajabali', 'Imtiaz Ali', 'Farah Khan', 'Sooraj R. Barjatya', 'Kunal Kohli', 'Aditya Chopra', 'Nandita Das', 'Vipul Amrutlal Shah']]
Predicted Ans:    Sooraj R. Barjatya
Predicted Path:   Heroine --[starred_actors]--> Kareena Kapoor --[(INV) starred_actors]--> Main Prem Ki Diwani Hoon --[written_by]--> Sooraj R. Barjatya
Path (Raw):       Heroine --[starred_actors]--> Kareena Kapoor --[(INV) starred_actors]--> Main Prem Ki Diwani Hoon --[written_by]--> Sooraj R. Barjatya
Neg LogProb(↓):   0.341752
Path Entropy(↓):  0.899335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie east is east about
Start Entity:     East Is East
Gold Answer:      [['british', 'r']]
Predicted Ans:    r
Predicted Path:   East Is East --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       East Is East --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.154008
Path Entropy(↓):  0.486360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the city of god director
Start Entity:     City of God
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   City of God --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> 360 --[has_genre]--> Drama
Path (Raw):       City of God --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> 360 --[has_genre]--> Drama
Neg LogProb(↓):   0.842374
Path Entropy(↓):  1.271441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was state fair released
Start Entity:     State Fair
Gold Answer:      [['1933']]
Predicted Ans:    1945
Predicted Path:   State Fair --[release_year]--> 1945 --[(INV) release_year]--> Pursuit to Algiers --[release_year]--> 1945
Path (Raw):       State Fair --[release_year]--> 1945 --[(INV) release_year]--> Pursuit to Algiers --[release_year]--> 1945
Neg LogProb(↓):   2.265387
Path Entropy(↓):  3.388847
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of nathalie...
Start Entity:     Nathalie...
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Nathalie... --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Nathalie... --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   2.882103
Path Entropy(↓):  4.308118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film chance pe dance released
Start Entity:     Chance Pe Dance
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Chance Pe Dance --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Chance Pe Dance --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.629156
Path Entropy(↓):  4.164117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by charlie o'connell in
Start Entity:     Charlie O'Connell
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Charlie O'Connell --[(INV) starred_actors]--> 2-Headed Shark Attack --[has_genre]--> Horror
Path (Raw):       Charlie O'Connell --[No Operation]--> Charlie O'Connell --[(INV) starred_actors]--> 2-Headed Shark Attack --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie last holiday
Start Entity:     Last Holiday
Gold Answer:      [['1980', '1970', '2008', '2003', '1959', '1936', '2007', '1998', '1957', '1951', '2010', '2004', '1982', '1953', '1956', '1983', '1948', '1996', '2012', '1955', '1964', '1949', '1966', '1950', '1960', '2005', '1958']]
Predicted Ans:    1996
Predicted Path:   Last Holiday --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Set It Off --[release_year]--> 1996
Path (Raw):       Last Holiday --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Set It Off --[release_year]--> 1996
Neg LogProb(↓):   0.915262
Path Entropy(↓):  1.723051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the invisible man actors release
Start Entity:     The Invisible Man
Gold Answer:      [['1934', '1946', '2009', '1939', '2008', '1944', '1990', '1960', '1950', '1942', '1938', '1936', '1947', '1935', '1945', '1941', '1937', '1943']]
Predicted Ans:    2008
Predicted Path:   The Invisible Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       The Invisible Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   1.073544
Path Entropy(↓):  2.030765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by separate tables writers release
Start Entity:     Separate Tables
Gold Answer:      [['1968', '1963', '1970', '1939', '1948', '1957', '1951', '1982', '1999', '1994', '1969', '2011', '1952']]
Predicted Ans:    1999
Predicted Path:   Separate Tables --[written_by]--> Terence Rattigan --[(INV) written_by]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       Separate Tables --[written_by]--> Terence Rattigan --[(INV) written_by]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   0.958385
Path Entropy(↓):  1.526993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did george wendt star in
Start Entity:     George Wendt
Gold Answer:      [['House', 'Guilty by Suspicion']]
Predicted Ans:    What Planet Are You From?
Predicted Path:   George Wendt --[(INV) starred_actors]--> Guilty by Suspicion --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> What Planet Are You From?
Path (Raw):       George Wendt --[(INV) starred_actors]--> Guilty by Suspicion --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> What Planet Are You From?
Neg LogProb(↓):   0.287402
Path Entropy(↓):  1.030775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of hours also wrote movies
Start Entity:     Hours
Gold Answer:      [['Final Destination 5', 'A Nightmare on Elm Street', 'The Thing']]
Predicted Ans:    A Nightmare on Elm Street
Predicted Path:   Hours --[written_by]--> Eric Heisserer --[(INV) written_by]--> A Nightmare on Elm Street
Path (Raw):       Hours --[written_by]--> Eric Heisserer --[(INV) written_by]--> A Nightmare on Elm Street --[No Operation]--> A Nightmare on Elm Street
Neg LogProb(↓):   0.004343
Path Entropy(↓):  0.028118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jon erwin were in which genres
Start Entity:     Jon Erwin
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jon Erwin --[(INV) directed_by]--> Moms' Night Out --[has_genre]--> Comedy
Path (Raw):       Jon Erwin --[No Operation]--> Jon Erwin --[(INV) directed_by]--> Moms' Night Out --[has_genre]--> Comedy
Neg LogProb(↓):   0.002680
Path Entropy(↓):  0.018633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film edge of darkness
Start Entity:     Edge of Darkness
Gold Answer:      [['Abem Finkel', 'Seton I. Miller', 'Dan Totheroh', 'Alfred Lord Tennyson', 'Michael Almereyda', 'Rowland Leigh', 'Michael Jacoby', 'Martin Flavin', 'Franco Zeffirelli', 'Romain Gary', 'Robert Towne', 'Richard Maibaum', 'Cyril Hume', 'Sinclair Lewis', 'Carey Wilson', 'Jon Hoeber', 'Erich Hoeber', 'Richard Schayer', 'Roy Huggins', 'B. Traven', 'Anya Seton', 'Alan Le May', 'Margaret Kennedy', 'Isabelle Holland', 'Tony Richardson', 'Josef von Sternberg', 'Randall Wallace', 'W.R. Burnett', 'Philip G. Epstein', 'John Lee Mahin', 'Rowland Brown', 'Henri Rochard', 'Edmund Joseph', 'Helen Deutsch', 'Terry Hayes', 'Robert Lord', 'Clare Boothe Luce', 'Warren Duff', 'William Wister Haines', 'Robert Bolt', 'Mark Twain', 'John Colton', 'Nick Park', 'Wally Kline', 'Cathy Yuspa', 'Josh Goldsmith', 'Diane Drake', 'Sidney Howard', 'Robert Buckner', 'Rumer Godden', 'Nicholas Klein', 'Joseph L. Mankiewicz', 'Bono', 'Howard Hawks', 'Joseph L. Galloway', 'Henry Bellamann', 'Ernest Hemingway', 'William Shakespeare', 'Robert Dillon', 'Peter Viertel', 'John Monk Saunders', 'Kenneth Branagh', 'Maxwell Anderson', 'Norman Reilly Raine', 'Vereen Bell', 'Christopher Robbins', 'Jarmo Lampela', 'Leon Gordon', 'Lillian Hellman', 'John Galsworthy', 'Adrian Grunberg', 'Kyle Killen', 'Dennis Potter', 'Mel Gibson', 'James J. Corbett', 'Boris Pasternak', 'John Huston', 'Casey Robinson', 'Rafael Sabatini', 'John Wexley', 'Ronald Cass', 'Peter Myers', 'Aben Kandel', 'Brian Helgeland', 'Grigori Kozintsev', 'George Oppenheimer', 'Herbert Dalmas', 'Harry Kurnitz', 'Agatha Christie', 'Lewis E. Lawes', 'Julian Barry', 'Peter Weir', 'Æneas MacKenzie', 'George Miller', 'Moss Hart', 'Everett Freeman', 'William Goldman', 'Donald E. Westlake', 'Marjorie Carleton', 'James McCausland', 'Howard Koch', 'George S. Kaufman', 'M. Night Shyamalan', 'Brian Nelson', 'Robert Rodriguez', 'Peter Lord', 'Richard Hough', 'Robert Rodat', 'Jean Renoir', "Eugene O'Neill"]]
Predicted Ans:    John Monk Saunders
Predicted Path:   Edge of Darkness --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> John Monk Saunders
Path (Raw):       Edge of Darkness --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[written_by]--> John Monk Saunders
Neg LogProb(↓):   1.673798
Path Entropy(↓):  2.647118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of niagara
Start Entity:     Niagara
Gold Answer:      [['Raid on Rommel', 'The Sons of Katie Elder', 'The Real Glory', 'Johnny Apollo', 'Seven Thieves', 'Peter Ibbetson', 'Legend of the Lost', 'Call Northside 777', 'Kiss of Death', 'Fourteen Hours', 'The Trail of the Lonesome Pine', 'The Dark Corner', 'Now and Forever', 'Nevada Smith', 'Sundown', 'The House on 92nd Street', 'How the West Was Won', 'True Grit', 'North to Alaska', 'The Shepherd of the Hills', 'Down to the Sea in Ships', 'The Lives of a Bengal Lancer', '5 Card Stud', 'Wing and a Prayer', '23 Paces to Baker Street', 'Nob Hill']]
Predicted Ans:    Peter Ibbetson
Predicted Path:   Niagara --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Peter Ibbetson
Path (Raw):       Niagara --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Peter Ibbetson --[No Operation]--> Peter Ibbetson
Neg LogProb(↓):   1.148362
Path Entropy(↓):  1.702124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the crossroads director release
Start Entity:     Crossroads
Gold Answer:      [['1980', '1992', '1993', '1936', '1985', '1935', '1979', '1984', '1998', '1982', '1947', '1932', '1931', '1995', '1990', '1989', '1940', '1996', '1937', '1926', '2002', '1981', '2012', '2011', '1988', '1934', '1978', '2000', '1997', '1975', '2005', '1929', '1925', '1987', '1928', '1958', '1930']]
Predicted Ans:    1996
Predicted Path:   Crossroads --[directed_by]--> Walter Hill --[(INV) directed_by]--> Last Man Standing --[release_year]--> 1996
Path (Raw):       Crossroads --[directed_by]--> Walter Hill --[(INV) directed_by]--> Last Man Standing --[release_year]--> 1996
Neg LogProb(↓):   1.336106
Path Entropy(↓):  2.401817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did keith snyder write
Start Entity:     Keith Snyder
Gold Answer:      [["Emmett's Mark"]]
Predicted Ans:    Emmett's Mark
Predicted Path:   Keith Snyder --[(INV) written_by]--> Emmett's Mark --[written_by]--> Keith Snyder --[(INV) written_by]--> Emmett's Mark
Path (Raw):       Keith Snyder --[(INV) written_by]--> Emmett's Mark --[written_by]--> Keith Snyder --[(INV) written_by]--> Emmett's Mark
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by dean cundey fall under
Start Entity:     Dean Cundey
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Dean Cundey --[(INV) directed_by]--> Honey, We Shrunk Ourselves --[has_genre]--> Action
Path (Raw):       Dean Cundey --[No Operation]--> Dean Cundey --[(INV) directed_by]--> Honey, We Shrunk Ourselves --[has_genre]--> Action
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film nekromantik
Start Entity:     Nekromantik
Gold Answer:      [['Jörg Buttgereit']]
Predicted Ans:    Jörg Buttgereit
Predicted Path:   Nekromantik --[directed_by]--> Jörg Buttgereit --[(INV) directed_by]--> Nekromantik 2 --[written_by]--> Jörg Buttgereit
Path (Raw):       Nekromantik --[directed_by]--> Jörg Buttgereit --[(INV) directed_by]--> Nekromantik 2 --[written_by]--> Jörg Buttgereit
Neg LogProb(↓):   0.102593
Path Entropy(↓):  0.344726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of across the pacific
Start Entity:     Across the Pacific
Gold Answer:      [['Richard Boone', 'Bibi Andersson', 'Saeed Jaffrey', 'John Loder', 'Trevor Howard', 'Juliette Gréco', 'Katharine Hepburn', 'Gregory Peck', 'Jacqueline Bisset', 'Michael Caine', 'Andy Griffith', 'Robert Loggia', 'Suzanne Flon', 'Zsa Zsa Gabor', 'Gladys George', 'Colette Marchand', 'Quvenzhané Wallis', 'Sterling Hayden', 'Jack Kelly', 'Bette Davis', 'Paulette Goddard', 'Patricia Neal', 'Leo Genn', 'Angie Dickinson', 'Lauren Bacall', 'Ann Reinking', 'Edward G. Robinson', 'Stacy Keach', 'Dorothy Lamour', 'Lew Ayres', 'Gig Young', 'Dane Clark', 'Tim Holt', 'Albert Finney', 'Burt Lancaster', 'Audrey Hepburn', 'Richard Burton', 'Charles Bronson', 'Royal Dano', 'Miriam Hopkins', 'Audie Murphy', 'Ronald Reagan', 'Clark Gable', 'Robert Morley', 'Mary Astor', 'Carol Burnett', 'Barbara Rush', 'Henry Fonda', 'Eddie Albert', 'Tim Curry', 'Claude Rains', 'Jack Nicholson', 'Peter Bull', 'James Woods', 'Rob Freeman', 'David Dontoh', 'Wayne Morris', 'Lionel Barrymore', 'Don Ameche', 'Walter Huston', 'Jeff Bridges', 'Alexis Smith', 'Ava Gardner', 'Jamie Foxx', 'Deborah Kerr', 'George Coulouris', 'James Stewart', 'Susan Tyrrell', 'Steve Forrest', 'Richard Basehart', 'Ricardo Cortez', 'Virginia Mayo', 'Gordon MacRae', 'Jennifer Jones', 'Annabella Sciorra', 'Bebe Daniels', 'Zachary Scott', 'Olivia de Havilland', 'Errol Flynn', 'Joan Crawford', 'Dudley Digges', 'Anthony Andrews', 'Kaaren Verne', 'Sean Connery', 'Bill Mauldin', 'Gina Lollobrigida', 'Humphrey Bogart', 'Donal McCann', 'Anjelica Huston', 'José Ferrer', 'John Huston', 'Marlon Brando', 'Elizabeth Taylor', 'Louis Calhern', 'Conrad Veidt', 'James Whitmore', 'Richard Todd', 'Rosemary Lane', 'Ann Sheridan', 'Montgomery Clift', 'Robert Douglas', "Edmond O'Brien", 'Debbie Reynolds', 'Viveca Lindfors', 'Alan Hale', 'Christopher Plummer', 'Kathleen Turner', 'Thelma Ritter', 'Paul Newman', 'Marilyn Monroe', 'Jean Hagen', 'Stephen Lang', 'Michael J. Fox', 'Walter Abel', 'Peter Lorre']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Across the Pacific --[directed_by]--> John Huston --[(INV) directed_by]--> Key Largo --[starred_actors]--> Humphrey Bogart
Path (Raw):       Across the Pacific --[directed_by]--> John Huston --[(INV) directed_by]--> Key Largo --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   1.172599
Path Entropy(↓):  2.170009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie searching for bobby fischer
Start Entity:     Searching for Bobby Fischer
Gold Answer:      [['Richard Attenborough', 'Roger Donaldson', 'E. Elias Merhige', 'Stuart Gordon', 'Patrick Read Johnson', 'Martin Scorsese', 'Richard Fleischer', 'Clare Peploe', 'Kari Skogland', 'Mike Binder', 'Woody Allen', 'Barry Levinson', 'David Mamet', 'Roman Polanski', 'Thom Eberhardt', 'Oliver Stone', 'Sally Potter', 'Anthony Stacchi', 'Graham Annable', 'James Dearden', 'Roger Christian', 'Steve Rash', 'Jonathan Glazer', 'Peter Ettinger', 'Doug Lefler', 'Vadim Perelman', 'Christian Duguay', 'Isabel Coixet', 'John Dahl', 'Jonathan Levine', 'Tom Holland', 'Saul Rubinek', 'Marco Martins', 'Steven Spielberg', 'John Golden', 'Billy Crystal', 'Ang Lee', 'Peter Askin', 'Tim Burton', 'Brad Anderson', 'Denis Leary', 'Nicholas Hytner', 'Rod Lurie', 'Len Wiseman', 'David Hugh Jones', 'Egidio Coccimiglio', 'Josef von Sternberg', 'Uli Edel', 'Chandran Rutnam', 'Norman Z. McLeod', 'John Irvin', 'Gary Ross']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Searching for Bobby Fischer --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Path (Raw):       Searching for Bobby Fischer --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Neg LogProb(↓):   0.171053
Path Entropy(↓):  0.594612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies directed by caroline thompson fall under
Start Entity:     Caroline Thompson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Caroline Thompson --[(INV) directed_by]--> Black Beauty --[has_genre]--> Drama
Path (Raw):       Caroline Thompson --[No Operation]--> Caroline Thompson --[(INV) directed_by]--> Black Beauty --[has_genre]--> Drama
Neg LogProb(↓):   0.698632
Path Entropy(↓):  0.731971
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was a star is born released
Start Entity:     A Star Is Born
Gold Answer:      [['1937']]
Predicted Ans:    1954
Predicted Path:   A Star Is Born --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Path (Raw):       A Star Is Born --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Neg LogProb(↓):   1.683399
Path Entropy(↓):  3.495266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the creator of the film script for honeymoon
Start Entity:     Honeymoon
Gold Answer:      [['Leigh Janiak']]
Predicted Ans:    Leigh Janiak
Predicted Path:   Honeymoon --[written_by]--> Leigh Janiak --[(INV) written_by]--> Honeymoon --[written_by]--> Leigh Janiak
Path (Raw):       Honeymoon --[written_by]--> Leigh Janiak --[(INV) written_by]--> Honeymoon --[written_by]--> Leigh Janiak
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by george white
Start Entity:     George White
Gold Answer:      [['Mickey Spillane']]
Predicted Ans:    Mickey Spillane
Predicted Path:   George White --[(INV) directed_by]--> My Gun Is Quick --[written_by]--> Mickey Spillane
Path (Raw):       George White --[No Operation]--> George White --[(INV) directed_by]--> My Gun Is Quick --[written_by]--> Mickey Spillane
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by mala powers in
Start Entity:     Mala Powers
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Mala Powers --[(INV) starred_actors]--> Cyrano de Bergerac --[in_language]--> English
Path (Raw):       Mala Powers --[No Operation]--> Mala Powers --[(INV) starred_actors]--> Cyrano de Bergerac --[in_language]--> English
Neg LogProb(↓):   0.566379
Path Entropy(↓):  0.684039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of look both ways
Start Entity:     Look Both Ways
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Look Both Ways --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Look Both Ways --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.095749
Path Entropy(↓):  4.461732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of fools rush in is also the director of which films
Start Entity:     Fools Rush In
Gold Answer:      [['The Bounty Hunter', "Fool's Gold", 'Hitch', 'Sweet Home Alabama', 'Anna and the King']]
Predicted Ans:    Anna and the King
Predicted Path:   Fools Rush In --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Anna and the King
Path (Raw):       Fools Rush In --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Anna and the King --[No Operation]--> Anna and the King
Neg LogProb(↓):   0.135188
Path Entropy(↓):  0.529103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote fists in the pocket
Start Entity:     Fists in the Pocket
Gold Answer:      [['Filippo Timi', 'Giovanna Mezzogiorno']]
Predicted Ans:    Filippo Timi
Predicted Path:   Fists in the Pocket --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Vincere --[starred_actors]--> Filippo Timi
Path (Raw):       Fists in the Pocket --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Vincere --[starred_actors]--> Filippo Timi
Neg LogProb(↓):   0.032277
Path Entropy(↓):  0.149179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie being john malkovich were in which languages
Start Entity:     Being John Malkovich
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Being John Malkovich --[written_by]--> Charlie Kaufman --[(INV) written_by]--> Human Nature --[in_language]--> French
Path (Raw):       Being John Malkovich --[written_by]--> Charlie Kaufman --[(INV) written_by]--> Human Nature --[in_language]--> French
Neg LogProb(↓):   0.027719
Path Entropy(↓):  0.140624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the hustler
Start Entity:     The Hustler
Gold Answer:      [['Henry Fonda', 'Van Heflin', 'Kate Winslet', 'Gary Cooper', 'Anthony Hopkins', 'Peter Fonda', 'Michael Caine', 'Lizabeth Scott', 'Barbara Stanwyck', 'Gladys George', 'Sean Penn', 'Priscilla Lane', 'Warren Beatty', 'Joanne Woodward', 'Ann Sheridan', 'Herbert Lom', 'Jean Seberg', 'Broderick Crawford', 'Jason Robards', 'Errol Flynn', 'Tab Hunter', 'James Cagney', 'Walter Huston', 'Shirley MacLaine', 'Alan Rickman', 'Edward G. Robinson', 'Paul Ford', 'Kim Hunter', 'Colin Firth', 'Alexander Knox', 'John Garfield', 'Kirk Douglas', 'Rita Hayworth', 'Jude Law', 'Richard Burton', 'Tom Courtenay', 'Humphrey Bogart', 'Bojana Novakovic', 'Ida Lupino', 'Mel Gibson']]
Predicted Ans:    Paul Newman
Predicted Path:   The Hustler --[written_by]--> Robert Rossen --[(INV) written_by]--> The Hustler --[starred_actors]--> Paul Newman
Path (Raw):       The Hustler --[written_by]--> Robert Rossen --[(INV) written_by]--> The Hustler --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.950949
Path Entropy(↓):  1.889423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was class of nuke'em high written by
Start Entity:     Class of Nuke 'Em High
Gold Answer:      [['Richard W. Haines', 'Lloyd Kaufman']]
Predicted Ans:    Lloyd Kaufman
Predicted Path:   Class of Nuke 'Em High --[written_by]--> Lloyd Kaufman --[(INV) written_by]--> The Toxic Avenger Part II --[written_by]--> Lloyd Kaufman
Path (Raw):       Class of Nuke 'Em High --[written_by]--> Lloyd Kaufman --[(INV) written_by]--> The Toxic Avenger Part II --[written_by]--> Lloyd Kaufman
Neg LogProb(↓):   0.250561
Path Entropy(↓):  0.687824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of 7 khoon maaf is also the director of which films
Start Entity:     7 Khoon Maaf
Gold Answer:      [['Haider']]
Predicted Ans:    Haider
Predicted Path:   7 Khoon Maaf --[directed_by]--> Vishal Bhardwaj --[(INV) directed_by]--> Haider
Path (Raw):       7 Khoon Maaf --[directed_by]--> Vishal Bhardwaj --[(INV) directed_by]--> Haider --[No Operation]--> Haider
Neg LogProb(↓):   0.090779
Path Entropy(↓):  0.295471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by errol morris release
Start Entity:     Errol Morris
Gold Answer:      [['1988', '2013']]
Predicted Ans:    2013
Predicted Path:   Errol Morris --[(INV) written_by]--> The Unknown Known --[release_year]--> 2013
Path (Raw):       Errol Morris --[No Operation]--> Errol Morris --[(INV) written_by]--> The Unknown Known --[release_year]--> 2013
Neg LogProb(↓):   0.041462
Path Entropy(↓):  0.169894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by anjelica huston
Start Entity:     Anjelica Huston
Gold Answer:      [['John Quaintance', 'Nicholas Proffitt', 'Wes Anderson', 'Sean Penn', 'Stewart Raffill', 'George Lucas', 'Rusty Lemorande', 'Jim Thompson', 'Owen Wilson', 'Christine Bell', 'Francis Ford Coppola', 'Noah Baumbach', 'Roald Dahl', 'Nigel Kneale', 'Donald E. Westlake', 'Norah Lofts', 'Michael Connelly', 'Paul Rudnick', "Brendan O'Carroll", 'James Joyce', 'Stanford Sherman']]
Predicted Ans:    Jim Thompson
Predicted Path:   Anjelica Huston --[(INV) starred_actors]--> The Grifters --[written_by]--> Jim Thompson
Path (Raw):       Anjelica Huston --[No Operation]--> Anjelica Huston --[(INV) starred_actors]--> The Grifters --[written_by]--> Jim Thompson
Neg LogProb(↓):   0.663648
Path Entropy(↓):  1.389282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie troy were in which genres
Start Entity:     Troy
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Troy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> Ironclad --[has_genre]--> Adventure
Path (Raw):       Troy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> Ironclad --[has_genre]--> Adventure
Neg LogProb(↓):   0.057916
Path Entropy(↓):  0.223718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by bill macy were written by who
Start Entity:     Bill Macy
Gold Answer:      [['Robert Benton']]
Predicted Ans:    Robert Benton
Predicted Path:   Bill Macy --[(INV) starred_actors]--> The Late Show --[written_by]--> Robert Benton
Path (Raw):       Bill Macy --[No Operation]--> Bill Macy --[(INV) starred_actors]--> The Late Show --[written_by]--> Robert Benton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with alexander huber
Start Entity:     Alexander Huber
Gold Answer:      [['Thomas Huber']]
Predicted Ans:    Alexander Huber
Predicted Path:   Alexander Huber --[(INV) starred_actors]--> To the Limit --[starred_actors]--> Alexander Huber
Path (Raw):       Alexander Huber --[No Operation]--> Alexander Huber --[(INV) starred_actors]--> To the Limit --[starred_actors]--> Alexander Huber
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by polaris banks
Start Entity:     Polaris Banks
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Polaris Banks --[(INV) directed_by]--> Casey Jones --[has_genre]--> Short
Path (Raw):       Polaris Banks --[No Operation]--> Polaris Banks --[(INV) directed_by]--> Casey Jones --[has_genre]--> Short
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote chocolat
Start Entity:     Chocolat
Gold Answer:      [['Claire Denis']]
Predicted Ans:    Joanne Harris
Predicted Path:   Chocolat --[written_by]--> Joanne Harris --[(INV) written_by]--> Chocolat --[written_by]--> Joanne Harris
Path (Raw):       Chocolat --[written_by]--> Joanne Harris --[(INV) written_by]--> Chocolat --[written_by]--> Joanne Harris
Neg LogProb(↓):   0.122814
Path Entropy(↓):  0.514275
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was finding amanda released
Start Entity:     Finding Amanda
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Finding Amanda --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Finding Amanda --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.703123
Path Entropy(↓):  4.096953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie places in the heart
Start Entity:     Places in the Heart
Gold Answer:      [['Lindsay Crouse', 'Amy Madigan', 'Sally Field', 'Ed Harris']]
Predicted Ans:    Ed Harris
Predicted Path:   Places in the Heart --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back --[starred_actors]--> Ed Harris
Path (Raw):       Places in the Heart --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back --[starred_actors]--> Ed Harris
Neg LogProb(↓):   0.433964
Path Entropy(↓):  0.973016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the polyester director
Start Entity:     Polyester
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Polyester --[directed_by]--> John Waters --[(INV) directed_by]--> A Dirty Shame --[has_genre]--> Comedy
Path (Raw):       Polyester --[directed_by]--> John Waters --[(INV) directed_by]--> A Dirty Shame --[has_genre]--> Comedy
Neg LogProb(↓):   1.166169
Path Entropy(↓):  1.811277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by dracula 2000 writers
Start Entity:     Dracula 2000
Gold Answer:      [['Action']]
Predicted Ans:    Horror
Predicted Path:   Dracula 2000 --[written_by]--> Patrick Lussier --[(INV) written_by]--> Dracula 2000 --[has_genre]--> Horror
Path (Raw):       Dracula 2000 --[written_by]--> Patrick Lussier --[(INV) written_by]--> Dracula 2000 --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films written by glendon swarthout
Start Entity:     Glendon Swarthout
Gold Answer:      [['Drama', 'Western', 'Comedy', 'Romance']]
Predicted Ans:    Western
Predicted Path:   Glendon Swarthout --[(INV) written_by]--> The Shootist --[has_genre]--> Western
Path (Raw):       Glendon Swarthout --[No Operation]--> Glendon Swarthout --[(INV) written_by]--> The Shootist --[has_genre]--> Western
Neg LogProb(↓):   0.771860
Path Entropy(↓):  1.114260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film step brothers were in which languages
Start Entity:     Step Brothers
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Step Brothers --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> Carnage --[in_language]--> French
Path (Raw):       Step Brothers --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> Carnage --[in_language]--> French
Neg LogProb(↓):   0.176931
Path Entropy(↓):  0.528738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in lisa aschan directed movies
Start Entity:     Lisa Aschan
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Lisa Aschan --[(INV) directed_by]--> She Monkeys --[in_language]--> Swedish
Path (Raw):       Lisa Aschan --[No Operation]--> Lisa Aschan --[(INV) directed_by]--> She Monkeys --[in_language]--> Swedish
Neg LogProb(↓):   0.000818
Path Entropy(↓):  0.006631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of an american haunting
Start Entity:     An American Haunting
Gold Answer:      [['Getaway']]
Predicted Ans:    Getaway
Predicted Path:   An American Haunting --[directed_by]--> Courtney Solomon --[(INV) directed_by]--> Getaway
Path (Raw):       An American Haunting --[directed_by]--> Courtney Solomon --[(INV) directed_by]--> Getaway --[No Operation]--> Getaway
Neg LogProb(↓):   0.120079
Path Entropy(↓):  0.353837
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter stanislawa przybyszewska co - wrote movies with who
Start Entity:     Stanislawa Przybyszewska
Gold Answer:      [['Andrzej Wajda']]
Predicted Ans:    Andrzej Wajda
Predicted Path:   Stanislawa Przybyszewska --[(INV) written_by]--> Danton --[written_by]--> Andrzej Wajda
Path (Raw):       Stanislawa Przybyszewska --[No Operation]--> Stanislawa Przybyszewska --[(INV) written_by]--> Danton --[written_by]--> Andrzej Wajda
Neg LogProb(↓):   0.004934
Path Entropy(↓):  0.031480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the private life of sherlock holmes fall under
Start Entity:     The Private Life of Sherlock Holmes
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Private Life of Sherlock Holmes --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Path (Raw):       The Private Life of Sherlock Holmes --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   0.135955
Path Entropy(↓):  0.523214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of suspiria starred who
Start Entity:     Suspiria
Gold Answer:      [['Henry Fonda', 'Irene Miracle', 'Natasha Hovey', 'Urbano Barberini', 'Peter Graves', 'Eleonora Giorgi', 'Leigh McCloskey', 'Nino Castelnuovo', 'James Daly', 'Adrien Brody', 'Barbara Cupisti', 'Hugh Quarshie', 'Daria Nicolodi', 'Tomas Arana', 'Claudia Cardinale', 'Bud Spencer', 'Jason Robards', 'Ian Charleson', 'Asia Argento', 'Cristina Marsillach', 'Adrienne Barbeau', 'David Hemmings', 'Robert Ryan', 'Thomas Kretschmann', 'Jennifer Connelly', 'Stefania Rocca', 'Nancy Brilli', 'David Edwin Knight', 'Charles Bronson', 'Rhonda Fleming', 'Liam Cunningham']]
Predicted Ans:    Adrien Brody
Predicted Path:   Suspiria --[written_by]--> Dario Argento --[(INV) written_by]--> Giallo --[starred_actors]--> Adrien Brody
Path (Raw):       Suspiria --[written_by]--> Dario Argento --[(INV) written_by]--> Giallo --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.762014
Path Entropy(↓):  1.187814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in redline
Start Entity:     Redline
Gold Answer:      [['Tadanobu Asano', 'Takuya Kimura']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Redline --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Path (Raw):       Redline --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.128891
Path Entropy(↓):  0.545120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film black moon
Start Entity:     Black Moon
Gold Answer:      [['John Guare', 'Georges Darien', 'Josephine Hart', 'Federico Fellini', 'David Mamet', 'Pierre Drieu La Rochelle', 'Roger Vadim', 'Polly Platt', 'Arthur Conan Doyle', 'Anton Chekhov', 'Edgar Allan Poe', 'Louis Malle', 'Andre Gregory', 'Wallace Shawn', 'Cornell Woolrich']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Black Moon --[directed_by]--> Louis Malle --[(INV) directed_by]--> Spirits of the Dead --[written_by]--> Edgar Allan Poe
Path (Raw):       Black Moon --[directed_by]--> Louis Malle --[(INV) directed_by]--> Spirits of the Dead --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.643500
Path Entropy(↓):  1.835658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film knights of the round table were released in which years
Start Entity:     Knights of the Round Table
Gold Answer:      [['1980', '1946', '1954', '2008', '1959', '1936', '1935', '1979', '1941', '1974', '2007', '1968', '1963', '1939', '1933', '1957', '1951', '1982', '1953', '1956', '1931', '1943', '1995', '1940', '1938', '2011', '1955', '2000', '1964', '1949', '1966', '1950', '1937', '1952', '1958']]
Predicted Ans:    1936
Predicted Path:   Knights of the Round Table --[starred_actors]--> Ava Gardner --[(INV) starred_actors]--> Mayerling --[release_year]--> 1936
Path (Raw):       Knights of the Round Table --[starred_actors]--> Ava Gardner --[(INV) starred_actors]--> Mayerling --[release_year]--> 1936
Neg LogProb(↓):   1.505406
Path Entropy(↓):  2.652602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of chinese coffee
Start Entity:     Chinese Coffee
Gold Answer:      [['Looking for Richard']]
Predicted Ans:    Looking for Richard
Predicted Path:   Chinese Coffee --[directed_by]--> Al Pacino --[(INV) directed_by]--> Looking for Richard
Path (Raw):       Chinese Coffee --[No Operation]--> Chinese Coffee --[directed_by]--> Al Pacino --[(INV) directed_by]--> Looking for Richard
Neg LogProb(↓):   0.113504
Path Entropy(↓):  0.469058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe nothing to lose
Start Entity:     Nothing to Lose
Gold Answer:      [['martin lawrence', 'steve oedekerk', 'tim robbins']]
Predicted Ans:    tim robbins
Predicted Path:   Nothing to Lose --[has_tags]--> tim robbins --[(INV) has_tags]--> Human Nature --[has_tags]--> tim robbins
Path (Raw):       Nothing to Lose --[has_tags]--> tim robbins --[(INV) has_tags]--> Human Nature --[has_tags]--> tim robbins
Neg LogProb(↓):   0.349950
Path Entropy(↓):  0.742105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of uranus
Start Entity:     Uranus
Gold Answer:      [['Maurice Pialat', 'Claude Berri']]
Predicted Ans:    Claude Berri
Predicted Path:   Uranus --[written_by]--> Claude Berri --[(INV) written_by]--> Jean de Florette --[directed_by]--> Claude Berri
Path (Raw):       Uranus --[written_by]--> Claude Berri --[(INV) written_by]--> Jean de Florette --[directed_by]--> Claude Berri
Neg LogProb(↓):   0.022013
Path Entropy(↓):  0.117260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film breaking point
Start Entity:     Breaking Point
Gold Answer:      [['Ole Bornedal', 'Ronald F. Maxwell', 'Wolfgang Petersen', 'David S. Ward', 'Dennis Hopper', 'Robert Mandel', 'Gottfried Reinhardt', 'Lance Hool', 'Oliver Stone', 'Alan Rudolph', 'Roger Spottiswoode', 'Lawrence Kasdan', 'Rowdy Herrington', 'Ridley Scott', 'Abel Ferrara', 'Hugh Wilson', 'Phillip Noyce', 'Craig R. Baxley', 'Tab Murphy', 'John Irvin']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Breaking Point --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[directed_by]--> Hugh Wilson
Path (Raw):       Breaking Point --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[directed_by]--> Hugh Wilson
Neg LogProb(↓):   0.387185
Path Entropy(↓):  0.761089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing high noon
Start Entity:     High Noon
Gold Answer:      [['western', 'time', 'grace kelly', 'fred zinnemann', 'music', 'gary cooper']]
Predicted Ans:    fred zinnemann
Predicted Path:   High Noon --[has_tags]--> fred zinnemann --[(INV) has_tags]--> The Search --[has_tags]--> fred zinnemann
Path (Raw):       High Noon --[has_tags]--> fred zinnemann --[(INV) has_tags]--> The Search --[has_tags]--> fred zinnemann
Neg LogProb(↓):   0.303395
Path Entropy(↓):  0.667367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the thing from another world starred who
Start Entity:     The Thing from Another World
Gold Answer:      [['Margaret Sheridan', 'Douglas Spencer', 'Robert Cornthwaite', 'Kenneth Tobey']]
Predicted Ans:    Kenneth Tobey
Predicted Path:   The Thing from Another World --[starred_actors]--> Kenneth Tobey --[(INV) starred_actors]--> The Thing from Another World --[starred_actors]--> Kenneth Tobey
Path (Raw):       The Thing from Another World --[starred_actors]--> Kenneth Tobey --[(INV) starred_actors]--> The Thing from Another World --[starred_actors]--> Kenneth Tobey
Neg LogProb(↓):   1.474752
Path Entropy(↓):  2.219701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote dogma
Start Entity:     Dogma
Gold Answer:      [['Kevin Smith']]
Predicted Ans:    Kevin Smith
Predicted Path:   Dogma --[written_by]--> Kevin Smith --[(INV) written_by]--> Tusk --[directed_by]--> Kevin Smith
Path (Raw):       Dogma --[written_by]--> Kevin Smith --[(INV) written_by]--> Tusk --[directed_by]--> Kevin Smith
Neg LogProb(↓):   1.196048
Path Entropy(↓):  1.664743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by putra mada
Start Entity:     Putra Mada
Gold Answer:      [['Mystics in Bali']]
Predicted Ans:    Mystics in Bali
Predicted Path:   Putra Mada --[(INV) written_by]--> Mystics in Bali --[written_by]--> Putra Mada --[(INV) written_by]--> Mystics in Bali
Path (Raw):       Putra Mada --[(INV) written_by]--> Mystics in Bali --[written_by]--> Putra Mada --[(INV) written_by]--> Mystics in Bali
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by wilbur smith
Start Entity:     Wilbur Smith
Gold Answer:      [['Rod Taylor', 'Roger Moore', 'Susannah York', 'Jim Brown', 'Bradford Dillman', 'Yvette Mimieux', 'Peter Carsten']]
Predicted Ans:    Rod Taylor
Predicted Path:   Wilbur Smith --[(INV) written_by]--> Dark of the Sun --[starred_actors]--> Rod Taylor
Path (Raw):       Wilbur Smith --[No Operation]--> Wilbur Smith --[(INV) written_by]--> Dark of the Sun --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.000611
Path Entropy(↓):  0.005182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with p. g. wodehouse
Start Entity:     P.G. Wodehouse
Gold Answer:      [['Joseph Hoffman', 'Stephen Gross', 'Guy Bolton']]
Predicted Ans:    Guy Bolton
Predicted Path:   P.G. Wodehouse --[(INV) written_by]--> Anything Goes --[written_by]--> Guy Bolton
Path (Raw):       P.G. Wodehouse --[No Operation]--> P.G. Wodehouse --[(INV) written_by]--> Anything Goes --[written_by]--> Guy Bolton
Neg LogProb(↓):   0.012573
Path Entropy(↓):  0.067458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie the silence
Start Entity:     The Silence
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Baran bo Odar
Predicted Path:   The Silence --[written_by]--> Baran bo Odar --[(INV) written_by]--> The Silence --[written_by]--> Baran bo Odar
Path (Raw):       The Silence --[written_by]--> Baran bo Odar --[(INV) written_by]--> The Silence --[written_by]--> Baran bo Odar
Neg LogProb(↓):   0.205680
Path Entropy(↓):  0.624284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films written by bill corbett
Start Entity:     Bill Corbett
Gold Answer:      [['Eddie Murphy']]
Predicted Ans:    Eddie Murphy
Predicted Path:   Bill Corbett --[(INV) written_by]--> Meet Dave --[starred_actors]--> Eddie Murphy
Path (Raw):       Bill Corbett --[No Operation]--> Bill Corbett --[(INV) written_by]--> Meet Dave --[starred_actors]--> Eddie Murphy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the subject was roses
Start Entity:     The Subject Was Roses
Gold Answer:      [['David Saperstein', 'Robert Wise', 'Richard Rich', 'Ted Berman', 'John Schlesinger', 'Tim Blake Nelson', 'Emilio Estevez', 'Ronald F. Maxwell', 'Paco Cabezas', 'George Waggner', 'Bret Michaels', 'Marvin Baker', 'Blake Edwards', 'Michael Apted', 'Michael Cohn', 'Irvin Kershner', 'King Vidor', 'Otto Preminger', 'Philippe Diaz', 'Nicolas Gessner', 'Sally Potter', 'Vincent Sherman', 'Martin Ritt', 'Michael Curtiz', 'Peter Navarro', 'Francis Ford Coppola', 'Don Taylor', 'Mark A.Z. Dippé', 'Steven Spielberg', 'George C. Scott', 'Scott Derrickson', 'Jason Miller', 'Stephen Daldry', 'Paul Morrissey', 'Terrence Malick', 'Jeannot Szwarc', 'Elia Kazan', 'Rob Reiner']]
Predicted Ans:    Jeannot Szwarc
Predicted Path:   The Subject Was Roses --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[directed_by]--> Jeannot Szwarc
Path (Raw):       The Subject Was Roses --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[directed_by]--> Jeannot Szwarc
Neg LogProb(↓):   0.686118
Path Entropy(↓):  1.763443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie the statement
Start Entity:     The Statement
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Statement --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Statement --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.320408
Path Entropy(↓):  3.178087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of april story
Start Entity:     April Story
Gold Answer:      [['Yû Aoi', 'Etsushi Toyokawa', 'Miho Nakayama', 'Anne Suzuki']]
Predicted Ans:    Etsushi Toyokawa
Predicted Path:   April Story --[written_by]--> Shunji Iwai --[(INV) written_by]--> Love Letter --[starred_actors]--> Etsushi Toyokawa
Path (Raw):       April Story --[written_by]--> Shunji Iwai --[(INV) written_by]--> Love Letter --[starred_actors]--> Etsushi Toyokawa
Neg LogProb(↓):   0.010910
Path Entropy(↓):  0.066166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie solomon northup's odyssey
Start Entity:     Solomon Northup's Odyssey
Gold Answer:      [['1976', '2000', '1971', '1969', '1974']]
Predicted Ans:    1969
Predicted Path:   Solomon Northup's Odyssey --[directed_by]--> Gordon Parks --[(INV) directed_by]--> The Learning Tree --[release_year]--> 1969
Path (Raw):       Solomon Northup's Odyssey --[directed_by]--> Gordon Parks --[(INV) directed_by]--> The Learning Tree --[release_year]--> 1969
Neg LogProb(↓):   0.157580
Path Entropy(↓):  0.508818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote intimacy
Start Entity:     Intimacy
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Intimacy --[written_by]--> Hanif Kureishi --[(INV) written_by]--> Le Week-End --[has_genre]--> Drama
Path (Raw):       Intimacy --[written_by]--> Hanif Kureishi --[(INV) written_by]--> Le Week-End --[has_genre]--> Drama
Neg LogProb(↓):   0.465220
Path Entropy(↓):  0.665466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bob roberts are written by who
Start Entity:     Bob Roberts
Gold Answer:      [['Bruce Joel Rubin', 'Caroline Thompson', 'Howard Franklin', 'Ron Shelton', 'Beth Henley', 'Ethan Coen', 'Steve Gerber', 'Brian Helgeland', 'Henry Bean', 'Willard Huyck', 'Dennis Lehane', 'Gloria Katz', 'Charlie Kaufman', 'Ehren Kruger', 'Isabel Coixet', 'Sam Raimi', 'Steve Oedekerk', 'John Thomas', 'Graham Yost', 'Stuart Blumberg', 'Matt Winston', 'Jim Thomas', 'Bill Fishman', 'Frank Darabont', 'Stephen King', 'Jeanne Duprau', 'Michael Tolkin']]
Predicted Ans:    Ron Shelton
Predicted Path:   Bob Roberts --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Bull Durham --[written_by]--> Ron Shelton
Path (Raw):       Bob Roberts --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Bull Durham --[written_by]--> Ron Shelton
Neg LogProb(↓):   0.079364
Path Entropy(↓):  0.389607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did julianne nicholson act in
Start Entity:     Julianne Nicholson
Gold Answer:      [['Brief Interviews with Hideous Men', 'Flannel Pajamas']]
Predicted Ans:    Flannel Pajamas
Predicted Path:   Julianne Nicholson --[(INV) starred_actors]--> Flannel Pajamas --[starred_actors]--> Justin Kirk --[(INV) starred_actors]--> Flannel Pajamas
Path (Raw):       Julianne Nicholson --[(INV) starred_actors]--> Flannel Pajamas --[starred_actors]--> Justin Kirk --[(INV) starred_actors]--> Flannel Pajamas
Neg LogProb(↓):   0.006044
Path Entropy(↓):  0.040752
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of paul linke
Start Entity:     Paul Linke
Gold Answer:      [['Charles Nelson Reilly']]
Predicted Ans:    Barry Poltermann
Predicted Path:   Paul Linke --[(INV) written_by]--> The Life of Reilly --[directed_by]--> Barry Poltermann
Path (Raw):       Paul Linke --[No Operation]--> Paul Linke --[(INV) written_by]--> The Life of Reilly --[directed_by]--> Barry Poltermann
Neg LogProb(↓):   0.237023
Path Entropy(↓):  0.560091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the countess were in which languages
Start Entity:     The Countess
Gold Answer:      [['French', 'Portuguese', 'English', 'Czech', 'Italian', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   The Countess --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[in_language]--> French
Path (Raw):       The Countess --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[in_language]--> French
Neg LogProb(↓):   0.219555
Path Entropy(↓):  0.661128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the wayward bus were in which languages
Start Entity:     The Wayward Bus
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Wayward Bus --[written_by]--> John Steinbeck --[(INV) written_by]--> Tortilla Flat --[in_language]--> Spanish
Path (Raw):       The Wayward Bus --[written_by]--> John Steinbeck --[(INV) written_by]--> Tortilla Flat --[in_language]--> Spanish
Neg LogProb(↓):   0.010056
Path Entropy(↓):  0.056962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jack hazan directed movies
Start Entity:     Jack Hazan
Gold Answer:      [['Ray Gange', 'David Mingay']]
Predicted Ans:    David Mingay
Predicted Path:   Jack Hazan --[(INV) directed_by]--> Rude Boy --[written_by]--> David Mingay
Path (Raw):       Jack Hazan --[No Operation]--> Jack Hazan --[(INV) directed_by]--> Rude Boy --[written_by]--> David Mingay
Neg LogProb(↓):   0.056822
Path Entropy(↓):  0.214001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by to have and have not actors
Start Entity:     To Have and Have Not
Gold Answer:      [['Sam Wood', 'Edmund Goulding', 'J. Lee Thompson', 'John Cromwell', 'Fritz Lang', 'Edward Dmytryk', 'Tay Garnett', 'Delmer Daves', 'John Huston', 'William A. Wellman', 'Fabrice Canepa', 'Richard Quine', 'Jean Negulesco', 'Tony Scott', 'Roy Del Ruth', 'Lewis Milestone', 'Billy Wilder', 'Raoul Walsh', 'John Ford', 'Burt Kennedy', 'Lawrence Roeck', 'Nicholas Ray', 'Mark Robson', 'Vincent Sherman', 'Anthony Mann', 'Michael Curtiz', 'Howard Hawks', 'Lars von Trier', 'Jonathan Glazer', 'Anatole Litvak', 'Douglas Sirk', 'Archie Mayo', 'Neil Jordan', 'John Wayne', 'Michael Winner', 'Curtis Bernhardt', 'James Fargo', 'Joseph Kane', 'Bretaigne Windust', 'Vincente Minnelli', 'Peter Godfrey', 'Don Siegel', 'Breck Eisner', 'Herman Shumlin', 'H.C. Potter', 'Sydney Pollack', 'William Wyler', 'Lloyd Bacon', 'Richard Brooks', "Michael O'Herlihy", 'Joseph L. Mankiewicz', 'Robert Stevenson', 'Jean Renoir', 'Stuart Heisler', 'Barbra Streisand']]
Predicted Ans:    John Huston
Predicted Path:   To Have and Have Not --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Maltese Falcon --[directed_by]--> John Huston
Path (Raw):       To Have and Have Not --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Maltese Falcon --[directed_by]--> John Huston
Neg LogProb(↓):   0.703258
Path Entropy(↓):  1.765153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the hypnotist
Start Entity:     The Hypnotist
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   The Hypnotist --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       The Hypnotist --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.235042
Path Entropy(↓):  2.272283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of solomon kane also wrote movies
Start Entity:     Solomon Kane
Gold Answer:      [['Kull the Conqueror', 'Red Sonja', 'Conan the Barbarian', 'Deathwatch']]
Predicted Ans:    Solomon Kane
Predicted Path:   Solomon Kane --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane
Path (Raw):       Solomon Kane --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane --[No Operation]--> Solomon Kane
Neg LogProb(↓):   0.000169
Path Entropy(↓):  0.001744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in invisible target
Start Entity:     Invisible Target
Gold Answer:      [['Ernest Hemingway', 'Peter Viertel']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Invisible Target --[starred_actors]--> Jaycee Chan --[(INV) starred_actors]--> The Sun Also Rises --[written_by]--> Ernest Hemingway
Path (Raw):       Invisible Target --[starred_actors]--> Jaycee Chan --[(INV) starred_actors]--> The Sun Also Rises --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   0.079363
Path Entropy(↓):  0.323235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jorma taccone appears in which movies
Start Entity:     Jorma Taccone
Gold Answer:      [['Hot Rod']]
Predicted Ans:    Your Highness
Predicted Path:   Jorma Taccone --[(INV) starred_actors]--> Hot Rod --[starred_actors]--> Danny McBride --[(INV) starred_actors]--> Your Highness
Path (Raw):       Jorma Taccone --[(INV) starred_actors]--> Hot Rod --[starred_actors]--> Danny McBride --[(INV) starred_actors]--> Your Highness
Neg LogProb(↓):   0.375721
Path Entropy(↓):  0.938756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of the earrings of madame de...
Start Entity:     The Earrings of Madame de...
Gold Answer:      [['Mady Christians', 'Marcel Journet', 'Joan Fontaine', 'Louis Jourdan', 'Barbara Bel Geddes', 'Robert Ryan', 'Joan Bennett', 'Edward James Olmos', 'Arie Verveen', 'Bitty Schram', 'Martine Carol', 'James Mason', 'Isa Miranda']]
Predicted Ans:    Isa Miranda
Predicted Path:   The Earrings of Madame de... --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[starred_actors]--> Isa Miranda
Path (Raw):       The Earrings of Madame de... --[directed_by]--> Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[starred_actors]--> Isa Miranda
Neg LogProb(↓):   0.006586
Path Entropy(↓):  0.045874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the balloonatic
Start Entity:     The Balloonatic
Gold Answer:      [['Buster Keaton']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Balloonatic --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[written_by]--> Buster Keaton
Path (Raw):       The Balloonatic --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[written_by]--> Buster Keaton
Neg LogProb(↓):   0.002549
Path Entropy(↓):  0.019646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie tales from the crypt were released in which years
Start Entity:     Tales from the Crypt
Gold Answer:      [['1962', '1949', '1939', '1951', '1936', '1938', '2002', '1981']]
Predicted Ans:    1939
Predicted Path:   Tales from the Crypt --[starred_actors]--> Ralph Richardson --[(INV) starred_actors]--> The Four Feathers --[release_year]--> 1939
Path (Raw):       Tales from the Crypt --[starred_actors]--> Ralph Richardson --[(INV) starred_actors]--> The Four Feathers --[release_year]--> 1939
Neg LogProb(↓):   0.560289
Path Entropy(↓):  1.248184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the groomsmen
Start Entity:     The Groomsmen
Gold Answer:      [['Ash Wednesday', 'The Brothers McMullen', 'Newlyweds', 'Nice Guy Johnny', 'Sidewalks of New York', 'The Fitzgerald Family Christmas', 'No Looking Back', "She's the One", 'Purple Violets']]
Predicted Ans:    Nice Guy Johnny
Predicted Path:   The Groomsmen --[directed_by]--> Edward Burns --[(INV) directed_by]--> Nice Guy Johnny
Path (Raw):       The Groomsmen --[directed_by]--> Edward Burns --[(INV) directed_by]--> Nice Guy Johnny --[No Operation]--> Nice Guy Johnny
Neg LogProb(↓):   1.240920
Path Entropy(↓):  2.448281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie broken city
Start Entity:     Broken City
Gold Answer:      [['RZA', 'James Foley', 'Brett Leonard', 'Geoff Burton', 'Kevin Dowling', 'Stephen Herek', 'Aaron Kim Johnston', 'John Polson', 'Wolfgang Petersen', 'Ericson Core', 'Paul Haggis', 'Michael Mann', 'Taylor Hackford', 'Martin Scorsese', 'Clare Peploe', 'David O. Russell', 'Geoffrey Wright', 'Warwick Ross', 'James Gray', 'Ron Howard', 'John Madden', 'David Roach', 'Karel Reisz', 'Claude Lelouch', 'Antoine Fuqua', 'Jocelyn Moorhouse', 'Bille August', 'Seth MacFarlane', 'Franklin J. Schaffner', 'Peter Collinson', 'Rowdy Herrington', 'Ridley Scott', 'Raymond Bernard', 'Peter Berg', 'Adam McKay', 'John Moore', 'Sam Raimi', "Rockne S. O'Bannon", 'Kevin Macdonald', 'Kirk Wong', 'Curtis Hanson', 'John Singleton', 'Tom Hooper', 'Rupert Wyatt', 'Baltasar Kormákur', 'Russell Crowe', 'John Tatoulis', 'Darren Aronofsky', 'Tim Burton', 'Werner Herzog', 'F. Gary Gray', 'Robert Day', 'Peter Jackson', 'Richard Boleslawski', 'Károly Makk']]
Predicted Ans:    Michael Mann
Predicted Path:   Broken City --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Broken City --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   1.587604
Path Entropy(↓):  2.242791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film lt. robin crusoe, u. s. n.
Start Entity:     Lt. Robin Crusoe, U.S.N.
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Lt. Robin Crusoe, U.S.N. --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       Lt. Robin Crusoe, U.S.N. --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.017622
Path Entropy(↓):  3.287325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of colorado territory
Start Entity:     Colorado Territory
Gold Answer:      [['They Drive by Night', 'The Man I Love', 'Gun Fury', 'Battle Cry', 'The Big Trail', 'San Antonio', 'Pursued', 'Along the Great Divide', 'Dark Command', 'Objective, Burma!', 'Distant Drums', 'Regeneration', 'Captain Horatio Hornblower R.N.', 'The Strawberry Blonde', 'White Heat', 'The Tall Men', 'Going Hollywood', 'The Lawless Breed', 'They Died with Their Boots On', 'The King and Four Queens', 'The Enforcer', 'Desperate Journey', 'Background to Danger', 'High Sierra', 'The Roaring Twenties', 'Gentleman Jim']]
Predicted Ans:    The Roaring Twenties
Predicted Path:   Colorado Territory --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Roaring Twenties
Path (Raw):       Colorado Territory --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Roaring Twenties --[No Operation]--> The Roaring Twenties
Neg LogProb(↓):   1.007511
Path Entropy(↓):  2.083085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie cutter's way
Start Entity:     Cutter's Way
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1979', '1974', '1984', '2007', '1998', '2009', '1933', '2010', '1982', '1973', '2014', '1994', '1995', '1976', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2011', '1986', '2013', '1988', '2000', '1975', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1986
Predicted Path:   Cutter's Way --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> 8 Million Ways to Die --[release_year]--> 1986
Path (Raw):       Cutter's Way --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> 8 Million Ways to Die --[release_year]--> 1986
Neg LogProb(↓):   1.432032
Path Entropy(↓):  2.348878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote to the devil a daughter
Start Entity:     To the Devil a Daughter
Gold Answer:      [['Horror', 'Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   To the Devil a Daughter --[written_by]--> Dennis Wheatley --[(INV) written_by]--> The Lost Continent --[has_genre]--> Fantasy
Path (Raw):       To the Devil a Daughter --[written_by]--> Dennis Wheatley --[(INV) written_by]--> The Lost Continent --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of james lapine directed movies
Start Entity:     James Lapine
Gold Answer:      [['2014', '1991']]
Predicted Ans:    1991
Predicted Path:   James Lapine --[(INV) directed_by]--> Impromptu --[release_year]--> 1991
Path (Raw):       James Lapine --[No Operation]--> James Lapine --[(INV) directed_by]--> Impromptu --[release_year]--> 1991
Neg LogProb(↓):   0.325721
Path Entropy(↓):  0.591601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of is the man who is tall happy? is also the director of which movies
Start Entity:     Is the Man Who Is Tall Happy?
Gold Answer:      [['Tokyo!', 'The Green Hornet', 'The Thorn in the Heart', 'Mood Indigo', 'The We and the I', 'Be Kind Rewind', 'Eternal Sunshine of the Spotless Mind', 'Human Nature', 'The Science of Sleep']]
Predicted Ans:    The Thorn in the Heart
Predicted Path:   Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart
Path (Raw):       Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[No Operation]--> The Thorn in the Heart
Neg LogProb(↓):   0.303538
Path Entropy(↓):  0.874479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with jimmy conlin
Start Entity:     Jimmy Conlin
Gold Answer:      [['Rudy Vallee', 'Harold Lloyd', 'Raymond Walburn']]
Predicted Ans:    Rudy Vallee
Predicted Path:   Jimmy Conlin --[(INV) starred_actors]--> The Sin of Harold Diddlebock --[starred_actors]--> Rudy Vallee
Path (Raw):       Jimmy Conlin --[No Operation]--> Jimmy Conlin --[(INV) starred_actors]--> The Sin of Harold Diddlebock --[starred_actors]--> Rudy Vallee
Neg LogProb(↓):   0.191869
Path Entropy(↓):  0.600624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film freedomland were in which languages
Start Entity:     Freedomland
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Freedomland --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country --[in_language]--> English
Path (Raw):       Freedomland --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country --[in_language]--> English
Neg LogProb(↓):   0.452973
Path Entropy(↓):  0.669445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by labyrinth actors
Start Entity:     Labyrinth
Gold Answer:      [['William Dieterle', 'Josh Boone', 'Edward Zwick', 'Todd Field', 'Dennis Hopper', 'Dustin Lance Black', 'Tony Scott', 'Nicolas Roeg', 'Alex Proyas', 'Ron Howard', 'Claudia Llosa', 'Bryan Gordon', 'Dario Argento', 'Hideo Nakata', 'Joe Johnston', 'Richard Shepard', 'Ang Lee', 'Julien Temple', 'Walter Salles', 'Darren Aronofsky', 'Ed Harris']]
Predicted Ans:    Dario Argento
Predicted Path:   Labyrinth --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[directed_by]--> Dario Argento
Path (Raw):       Labyrinth --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[directed_by]--> Dario Argento
Neg LogProb(↓):   0.464718
Path Entropy(↓):  1.033091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in world on a wire
Start Entity:     World on a Wire
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   World on a Wire --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       World on a Wire --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.917781
Path Entropy(↓):  1.879548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of howl
Start Entity:     Howl
Gold Answer:      [['Drama', 'Documentary', 'War', 'History']]
Predicted Ans:    Documentary
Predicted Path:   Howl --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[has_genre]--> Documentary
Path (Raw):       Howl --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[has_genre]--> Documentary
Neg LogProb(↓):   0.043653
Path Entropy(↓):  0.224417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by hell up in harlem writers release
Start Entity:     Hell Up in Harlem
Gold Answer:      [['1976', '1988', '1966', '1972', '1990', '2008', '1993', '2004', '1982', '1973', '1996', '1985', '1981', '1987', '1974', '2007']]
Predicted Ans:    1976
Predicted Path:   Hell Up in Harlem --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[release_year]--> 1976
Path (Raw):       Hell Up in Harlem --[written_by]--> Larry Cohen --[(INV) written_by]--> God Told Me To --[release_year]--> 1976
Neg LogProb(↓):   1.496149
Path Entropy(↓):  2.298627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by stokely carmichael were in which languages
Start Entity:     Stokely Carmichael
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Stokely Carmichael --[(INV) starred_actors]--> The Black Power Mixtape 1967-1975 --[in_language]--> Swedish
Path (Raw):       Stokely Carmichael --[No Operation]--> Stokely Carmichael --[(INV) starred_actors]--> The Black Power Mixtape 1967-1975 --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in sextette
Start Entity:     Sextette
Gold Answer:      [['Jerry Belson', 'Dylan Thomas', 'Nikolai Gogol', 'Gerold Frank', 'Bob Hoge', 'Joseph Stone', 'Sam Hellman', 'John Bright', "Robert C. O'Brien", 'Robby London', 'Ira Wallach', 'Ernest Lehman', 'Richard Maibaum', 'Don Bluth', 'Blake Edwards', 'Michael Sarne', 'Clifford Odets', 'Norman Panama', 'Gladys Lehman', 'Billy Wilder', 'Gore Vidal', 'F. Scott Fitzgerald', 'Elie Samaha', 'Nedrick Young', 'Leo Rosten', 'Ranald MacDougall', 'Gary Goldman', 'William R. Lipman', 'Damon Runyon', 'Helen Gurley Brown', 'Lenore J. Coffee', 'Maurice Richlin', 'Graham Masterton', 'Colin Higgins', 'George Axelrod', 'Anne Bancroft', 'Gene Wilder', 'Harold Jacob Smith', 'Thomas B. Allen', 'Arthur A. Ross', 'Ian Fleming', 'Walter Bernstein', 'Arild Fröhlich', 'William Dear', 'Danny Bilson', 'Paul De Meo', 'Peter Masterson', 'Mae West', 'Michael G. Wilson', 'Dave Stevens', 'Max Catto', 'Hal Needham', 'Paul King', 'Stanley Shapiro', 'Melvin Frank', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'David Monteagudo', 'Kathleen Tynan', "Liam O'Brien", 'Edgar Selwyn', 'Silvia Richards', 'Leo Gordon', 'Rita Weiman', 'Larry L. King', 'Harold Pinter', 'Mel Brooks', 'Harvey F. Thew', 'Axel Corti', 'Dale Messick', 'Edison Marshall', 'Martha Moran']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Sextette --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Path (Raw):       Sextette --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   0.888425
Path Entropy(↓):  1.633995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in open season
Start Entity:     Open Season
Gold Answer:      [['Debra Messing', 'Martin Lawrence', 'Ashton Kutcher', 'Gary Sinise']]
Predicted Ans:    Ashton Kutcher
Predicted Path:   Open Season --[starred_actors]--> Ashton Kutcher --[(INV) starred_actors]--> Spread --[starred_actors]--> Ashton Kutcher
Path (Raw):       Open Season --[starred_actors]--> Ashton Kutcher --[(INV) starred_actors]--> Spread --[starred_actors]--> Ashton Kutcher
Neg LogProb(↓):   0.650765
Path Entropy(↓):  0.760234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the unborn
Start Entity:     The Unborn
Gold Answer:      [['gary oldman', 'david s. goyer']]
Predicted Ans:    gary oldman
Predicted Path:   The Unborn --[has_tags]--> gary oldman --[(INV) has_tags]--> The Unborn --[has_tags]--> gary oldman
Path (Raw):       The Unborn --[has_tags]--> gary oldman --[(INV) has_tags]--> The Unborn --[has_tags]--> gary oldman
Neg LogProb(↓):   0.130343
Path Entropy(↓):  0.414905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of silent night, bloody night
Start Entity:     Silent Night, Bloody Night
Gold Answer:      [['Theodore Gershuny']]
Predicted Ans:    Theodore Gershuny
Predicted Path:   Silent Night, Bloody Night --[written_by]--> Theodore Gershuny --[(INV) written_by]--> Silent Night, Bloody Night --[written_by]--> Theodore Gershuny
Path (Raw):       Silent Night, Bloody Night --[written_by]--> Theodore Gershuny --[(INV) written_by]--> Silent Night, Bloody Night --[written_by]--> Theodore Gershuny
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed riverworld
Start Entity:     Riverworld
Gold Answer:      [['Phoebe Cates', 'Willie Aames', 'Don Johnson', 'William Sadler', 'Harland Williams', 'Jessica Lundy', 'Russell Brand', 'Melanie Griffith', 'Megan Fox', 'Holly Hunter', 'Julianne Hough', 'Elijah Wood']]
Predicted Ans:    Jeananne Goossen
Predicted Path:   Riverworld --[directed_by]--> Stuart Gillard --[(INV) directed_by]--> Riverworld --[starred_actors]--> Jeananne Goossen
Path (Raw):       Riverworld --[directed_by]--> Stuart Gillard --[(INV) directed_by]--> Riverworld --[starred_actors]--> Jeananne Goossen
Neg LogProb(↓):   0.697161
Path Entropy(↓):  0.855147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter robert coover co - wrote films with who
Start Entity:     Robert Coover
Gold Answer:      [['Guy Ferland']]
Predicted Ans:    Robert Coover
Predicted Path:   Robert Coover --[(INV) written_by]--> The Babysitter --[written_by]--> Robert Coover
Path (Raw):       Robert Coover --[No Operation]--> Robert Coover --[(INV) written_by]--> The Babysitter --[written_by]--> Robert Coover
Neg LogProb(↓):   0.045933
Path Entropy(↓):  0.183197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies starred by the guns of navarone actors
Start Entity:     The Guns of Navarone
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Guns of Navarone --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Path (Raw):       The Guns of Navarone --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Neg LogProb(↓):   0.408678
Path Entropy(↓):  1.253119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the falcon and the snowman about
Start Entity:     The Falcon and the Snowman
Gold Answer:      [['secrets', 'john schlesinger']]
Predicted Ans:    secrets
Predicted Path:   The Falcon and the Snowman --[has_tags]--> secrets --[(INV) has_tags]--> Little Secrets --[has_tags]--> secrets
Path (Raw):       The Falcon and the Snowman --[has_tags]--> secrets --[(INV) has_tags]--> Little Secrets --[has_tags]--> secrets
Neg LogProb(↓):   0.007266
Path Entropy(↓):  0.043254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor george harrison appeared in the same movie with who
Start Entity:     George Harrison
Gold Answer:      [['The Beatles', 'John Lennon', 'Paul McCartney']]
Predicted Ans:    John Lennon
Predicted Path:   George Harrison --[(INV) starred_actors]--> A Hard Day's Night --[starred_actors]--> John Lennon
Path (Raw):       George Harrison --[No Operation]--> George Harrison --[(INV) starred_actors]--> A Hard Day's Night --[starred_actors]--> John Lennon
Neg LogProb(↓):   0.089507
Path Entropy(↓):  0.349259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of blubberella
Start Entity:     Blubberella
Gold Answer:      [['Uwe Boll']]
Predicted Ans:    Uwe Boll
Predicted Path:   Blubberella --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blackwoods --[directed_by]--> Uwe Boll
Path (Raw):       Blubberella --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blackwoods --[directed_by]--> Uwe Boll
Neg LogProb(↓):   0.024100
Path Entropy(↓):  0.153399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the believer also wrote movies
Start Entity:     The Believer
Gold Answer:      [['Noise', 'Basic Instinct 2']]
Predicted Ans:    Noise
Predicted Path:   The Believer --[written_by]--> Henry Bean --[(INV) written_by]--> Noise
Path (Raw):       The Believer --[written_by]--> Henry Bean --[(INV) written_by]--> Noise --[No Operation]--> Noise
Neg LogProb(↓):   0.048676
Path Entropy(↓):  0.197836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of if lucy fell
Start Entity:     If Lucy Fell
Gold Answer:      [['Eric Schaeffer']]
Predicted Ans:    Eric Schaeffer
Predicted Path:   If Lucy Fell --[directed_by]--> Eric Schaeffer --[(INV) directed_by]--> If Lucy Fell --[directed_by]--> Eric Schaeffer
Path (Raw):       If Lucy Fell --[directed_by]--> Eric Schaeffer --[(INV) directed_by]--> If Lucy Fell --[directed_by]--> Eric Schaeffer
Neg LogProb(↓):   0.003646
Path Entropy(↓):  0.024073
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie the opportunists
Start Entity:     The Opportunists
Gold Answer:      [['christopher walken']]
Predicted Ans:    jennifer lopez
Predicted Path:   The Opportunists --[has_tags]--> christopher walken --[(INV) has_tags]--> Gigli --[has_tags]--> jennifer lopez
Path (Raw):       The Opportunists --[has_tags]--> christopher walken --[(INV) has_tags]--> Gigli --[has_tags]--> jennifer lopez
Neg LogProb(↓):   0.258323
Path Entropy(↓):  0.814007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in king kong vs. godzilla
Start Entity:     King Kong vs. Godzilla
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   King Kong vs. Godzilla --[starred_actors]--> Tadao Takashima --[(INV) starred_actors]--> Son of Godzilla --[in_language]--> Japanese
Path (Raw):       King Kong vs. Godzilla --[starred_actors]--> Tadao Takashima --[(INV) starred_actors]--> Son of Godzilla --[in_language]--> Japanese
Neg LogProb(↓):   0.000819
Path Entropy(↓):  0.007114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with lieux dressler
Start Entity:     Lieux Dressler
Gold Answer:      [['Woody Strode', 'William Shatner', 'Tiffany Bolling']]
Predicted Ans:    William Shatner
Predicted Path:   Lieux Dressler --[(INV) starred_actors]--> Kingdom of the Spiders --[starred_actors]--> William Shatner
Path (Raw):       Lieux Dressler --[No Operation]--> Lieux Dressler --[(INV) starred_actors]--> Kingdom of the Spiders --[starred_actors]--> William Shatner
Neg LogProb(↓):   0.002831
Path Entropy(↓):  0.021146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in america 3000
Start Entity:     America 3000
Gold Answer:      [['William Wallace', 'Chuck Wagner', 'Laurene Landon']]
Predicted Ans:    Chuck Wagner
Predicted Path:   America 3000 --[starred_actors]--> Chuck Wagner --[(INV) starred_actors]--> America 3000 --[starred_actors]--> Chuck Wagner
Path (Raw):       America 3000 --[starred_actors]--> Chuck Wagner --[(INV) starred_actors]--> America 3000 --[starred_actors]--> Chuck Wagner
Neg LogProb(↓):   0.212443
Path Entropy(↓):  0.754858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the princess and the warrior
Start Entity:     The Princess and the Warrior
Gold Answer:      [['Moritz Bleibtreu', 'Franka Potente']]
Predicted Ans:    Franka Potente
Predicted Path:   The Princess and the Warrior --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[starred_actors]--> Franka Potente
Path (Raw):       The Princess and the Warrior --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[starred_actors]--> Franka Potente
Neg LogProb(↓):   0.265845
Path Entropy(↓):  0.548014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by haley bennett
Start Entity:     Haley Bennett
Gold Answer:      [['John Travis', 'Rebecca Sonnenshine', 'Guy Burt', 'Gregg Araki']]
Predicted Ans:    John Travis
Predicted Path:   Haley Bennett --[(INV) starred_actors]--> The Haunting of Molly Hartley --[written_by]--> John Travis
Path (Raw):       Haley Bennett --[No Operation]--> Haley Bennett --[(INV) starred_actors]--> The Haunting of Molly Hartley --[written_by]--> John Travis
Neg LogProb(↓):   0.002978
Path Entropy(↓):  0.022207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film promise me this were in which genres
Start Entity:     Promise Me This
Gold Answer:      [['Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    War
Predicted Path:   Promise Me This --[written_by]--> Emir Kusturica --[(INV) written_by]--> Underground --[has_genre]--> War
Path (Raw):       Promise Me This --[written_by]--> Emir Kusturica --[(INV) written_by]--> Underground --[has_genre]--> War
Neg LogProb(↓):   0.017009
Path Entropy(↓):  0.090499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of louisiana story
Start Entity:     Louisiana Story
Gold Answer:      [['Robert J. Flaherty']]
Predicted Ans:    Robert J. Flaherty
Predicted Path:   Louisiana Story --[directed_by]--> Robert J. Flaherty --[(INV) directed_by]--> Elephant Boy --[directed_by]--> Robert J. Flaherty
Path (Raw):       Louisiana Story --[directed_by]--> Robert J. Flaherty --[(INV) directed_by]--> Elephant Boy --[directed_by]--> Robert J. Flaherty
Neg LogProb(↓):   0.001656
Path Entropy(↓):  0.012284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote man at bath
Start Entity:     Man at Bath
Gold Answer:      [['Christophe Honoré']]
Predicted Ans:    Christophe Honoré
Predicted Path:   Man at Bath --[written_by]--> Christophe Honoré --[(INV) written_by]--> Love Songs --[directed_by]--> Christophe Honoré
Path (Raw):       Man at Bath --[written_by]--> Christophe Honoré --[(INV) written_by]--> Love Songs --[directed_by]--> Christophe Honoré
Neg LogProb(↓):   0.001271
Path Entropy(↓):  0.010348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with strictly ballroom were released in which years
Start Entity:     Strictly Ballroom
Gold Answer:      [['1949', '2008', '2001', '1996', '1974', '2013']]
Predicted Ans:    1949
Predicted Path:   Strictly Ballroom --[written_by]--> Baz Luhrmann --[(INV) written_by]--> The Great Gatsby --[release_year]--> 1949
Path (Raw):       Strictly Ballroom --[written_by]--> Baz Luhrmann --[(INV) written_by]--> The Great Gatsby --[release_year]--> 1949
Neg LogProb(↓):   0.040355
Path Entropy(↓):  0.203128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of rock star
Start Entity:     Rock Star
Gold Answer:      [['The Iron Giant', 'The Bounty Hunter', 'The Good Girl', 'The Fighter', "We're the Millers", 'Dream for an Insomniac', 'Cake', 'The Italian Job', 'Lone Survivor', '2 Guns', 'Four Brothers', 'Shooter', 'Love Happens', 'The Gambler', 'The Corruptor', 'The Switch', 'The Break-Up', 'Traveller', 'The Yards', 'Ted', 'Wanderlust', 'Leprechaun', 'Just Go with It', 'The Other Guys', 'Contraband', 'Fear', 'Rumor Has It...', 'The Lovely Bones', 'Max Payne', 'Management', 'Broken City', 'Planet of the Apes', 'Office Space', 'The Departed', 'Invincible', 'The Object of My Affection', 'Along Came Polly', 'Picture Perfect', 'The Big Hit', 'Three Kings', 'The Perfect Storm']]
Predicted Ans:    Planet of the Apes
Predicted Path:   Rock Star --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Planet of the Apes
Path (Raw):       Rock Star --[starred_actors]--> Mark Wahlberg --[No Operation]--> Mark Wahlberg --[(INV) starred_actors]--> Planet of the Apes
Neg LogProb(↓):   0.678739
Path Entropy(↓):  1.539479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the burning
Start Entity:     The Burning
Gold Answer:      [['Playing for Keeps']]
Predicted Ans:    Playing for Keeps
Predicted Path:   The Burning --[written_by]--> Harvey Weinstein --[(INV) written_by]--> Playing for Keeps
Path (Raw):       The Burning --[written_by]--> Harvey Weinstein --[(INV) written_by]--> Playing for Keeps --[No Operation]--> Playing for Keeps
Neg LogProb(↓):   0.015937
Path Entropy(↓):  0.095421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by s. e. hinton
Start Entity:     S.E. Hinton
Gold Answer:      [['Francis Ford Coppola', 'Christopher Cain']]
Predicted Ans:    Christopher Cain
Predicted Path:   S.E. Hinton --[(INV) written_by]--> That Was Then... This Is Now --[directed_by]--> Christopher Cain
Path (Raw):       S.E. Hinton --[No Operation]--> S.E. Hinton --[(INV) written_by]--> That Was Then... This Is Now --[directed_by]--> Christopher Cain
Neg LogProb(↓):   0.002408
Path Entropy(↓):  0.016920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie judgment at nuremberg
Start Entity:     Judgment at Nuremberg
Gold Answer:      [['Stanley Kramer']]
Predicted Ans:    Stanley Kramer
Predicted Path:   Judgment at Nuremberg --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Inherit the Wind --[directed_by]--> Stanley Kramer
Path (Raw):       Judgment at Nuremberg --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Inherit the Wind --[directed_by]--> Stanley Kramer
Neg LogProb(↓):   0.809555
Path Entropy(↓):  1.100902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of a tree grows in brooklyn
Start Entity:     A Tree Grows in Brooklyn
Gold Answer:      [['The Good Earth']]
Predicted Ans:    The Good Earth
Predicted Path:   A Tree Grows in Brooklyn --[written_by]--> Tess Slesinger --[(INV) written_by]--> The Good Earth
Path (Raw):       A Tree Grows in Brooklyn --[written_by]--> Tess Slesinger --[(INV) written_by]--> The Good Earth --[No Operation]--> The Good Earth
Neg LogProb(↓):   0.001007
Path Entropy(↓):  0.008900
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by kristy mcnichol
Start Entity:     Kristy McNichol
Gold Answer:      [['Samuel Fuller', 'Ronald F. Maxwell', 'Ken Annakin', 'Glenn Jordan']]
Predicted Ans:    Ronald F. Maxwell
Predicted Path:   Kristy McNichol --[(INV) starred_actors]--> Little Darlings --[directed_by]--> Ronald F. Maxwell
Path (Raw):       Kristy McNichol --[No Operation]--> Kristy McNichol --[(INV) starred_actors]--> Little Darlings --[directed_by]--> Ronald F. Maxwell
Neg LogProb(↓):   0.009647
Path Entropy(↓):  0.058300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with jouko ahola
Start Entity:     Jouko Ahola
Gold Answer:      [['Mikko Leppilampi', 'Mark Wahlberg', 'Tim Roth', 'Max Raabe', 'Anna Gourari', 'Greg Kinnear', 'Andrew Tiernan']]
Predicted Ans:    Greg Kinnear
Predicted Path:   Jouko Ahola --[(INV) starred_actors]--> Invincible --[starred_actors]--> Greg Kinnear
Path (Raw):       Jouko Ahola --[No Operation]--> Jouko Ahola --[(INV) starred_actors]--> Invincible --[starred_actors]--> Greg Kinnear
Neg LogProb(↓):   0.726022
Path Entropy(↓):  1.055535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was lawrence blume a writer on
Start Entity:     Lawrence Blume
Gold Answer:      [['Tiger Eyes']]
Predicted Ans:    Tiger Eyes
Predicted Path:   Lawrence Blume --[(INV) written_by]--> Tiger Eyes --[written_by]--> Lawrence Blume --[(INV) written_by]--> Tiger Eyes
Path (Raw):       Lawrence Blume --[(INV) written_by]--> Tiger Eyes --[written_by]--> Lawrence Blume --[(INV) written_by]--> Tiger Eyes
Neg LogProb(↓):   0.032448
Path Entropy(↓):  0.141432
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by jonathan berman
Start Entity:     Jonathan Berman
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jonathan Berman --[(INV) written_by]--> Commune --[has_genre]--> Documentary
Path (Raw):       Jonathan Berman --[No Operation]--> Jonathan Berman --[(INV) written_by]--> Commune --[has_genre]--> Documentary
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed wer
Start Entity:     Wer
Gold Answer:      [['William Brent Bell']]
Predicted Ans:    William Brent Bell
Predicted Path:   Wer --[directed_by]--> William Brent Bell --[(INV) directed_by]--> Wer --[directed_by]--> William Brent Bell
Path (Raw):       Wer --[directed_by]--> William Brent Bell --[(INV) directed_by]--> Wer --[directed_by]--> William Brent Bell
Neg LogProb(↓):   0.045890
Path Entropy(↓):  0.186061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie network were released in which years
Start Entity:     Network
Gold Answer:      [['1980', '1970', '1954', '2008', '2003', '1992', '1959', '1993', '1967', '1979', '1941', '1974', '1984', '1968', '1998', '1939', '2009', '1957', '1973', '1953', '2014', '1994', '1956', '1931', '1983', '1995', '1976', '1972', '1971', '1990', '1940', '1996', '1926', '2002', '1981', '2012', '2011', '1955', '2013', '1962', '1988', '1934', '1978', '1964', '1975', '1966', '1950', '1960', '1991', '1929', '1965', '1999', '1987', '1969', '1937', '1958']]
Predicted Ans:    1953
Predicted Path:   Network --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[release_year]--> 1953
Path (Raw):       Network --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[release_year]--> 1953
Neg LogProb(↓):   1.760546
Path Entropy(↓):  2.479976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of joe versus the volcano
Start Entity:     Joe Versus the Volcano
Gold Answer:      [['Meryl Streep', 'Viola Davis', 'Philip Seymour Hoffman', 'Amy Adams']]
Predicted Ans:    Tom Hanks
Predicted Path:   Joe Versus the Volcano --[directed_by]--> John Patrick Shanley --[(INV) directed_by]--> Joe Versus the Volcano --[starred_actors]--> Tom Hanks
Path (Raw):       Joe Versus the Volcano --[directed_by]--> John Patrick Shanley --[(INV) directed_by]--> Joe Versus the Volcano --[starred_actors]--> Tom Hanks
Neg LogProb(↓):   0.093916
Path Entropy(↓):  0.371261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose directors also directed the black dahlia
Start Entity:     The Black Dahlia
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   The Black Dahlia --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Path (Raw):       The Black Dahlia --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Neg LogProb(↓):   0.756957
Path Entropy(↓):  1.854769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by j. mills goodloe
Start Entity:     J. Mills Goodloe
Gold Answer:      [['James Marsden', 'Michelle Monaghan']]
Predicted Ans:    James Marsden
Predicted Path:   J. Mills Goodloe --[(INV) written_by]--> The Best of Me --[starred_actors]--> James Marsden
Path (Raw):       J. Mills Goodloe --[No Operation]--> J. Mills Goodloe --[(INV) written_by]--> The Best of Me --[starred_actors]--> James Marsden
Neg LogProb(↓):   0.000333
Path Entropy(↓):  0.003095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by rachel mwanza
Start Entity:     Rachel Mwanza
Gold Answer:      [['Kim Nguyen']]
Predicted Ans:    Kim Nguyen
Predicted Path:   Rachel Mwanza --[(INV) starred_actors]--> War Witch --[directed_by]--> Kim Nguyen
Path (Raw):       Rachel Mwanza --[No Operation]--> Rachel Mwanza --[(INV) starred_actors]--> War Witch --[directed_by]--> Kim Nguyen
Neg LogProb(↓):   0.000222
Path Entropy(↓):  0.002090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does kay medford appear in
Start Entity:     Kay Medford
Gold Answer:      [['Angel in My Pocket']]
Predicted Ans:    Angel in My Pocket
Predicted Path:   Kay Medford --[(INV) starred_actors]--> Angel in My Pocket --[starred_actors]--> Jerry Van Dyke --[(INV) starred_actors]--> Angel in My Pocket
Path (Raw):       Kay Medford --[(INV) starred_actors]--> Angel in My Pocket --[starred_actors]--> Jerry Van Dyke --[(INV) starred_actors]--> Angel in My Pocket
Neg LogProb(↓):   0.262887
Path Entropy(↓):  0.571801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of executive action
Start Entity:     Executive Action
Gold Answer:      [['Sudden Fear', 'Lonely Are the Brave', 'Back Street', 'Midnight Lace', 'The Opposite Sex', 'Captain Newman, M.D.', 'Love Happy', 'The Story of Esther Costello', 'Billy the Kid']]
Predicted Ans:    Billy the Kid
Predicted Path:   Executive Action --[directed_by]--> David Miller --[(INV) directed_by]--> Billy the Kid
Path (Raw):       Executive Action --[No Operation]--> Executive Action --[directed_by]--> David Miller --[(INV) directed_by]--> Billy the Kid
Neg LogProb(↓):   0.927698
Path Entropy(↓):  1.810024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of oh, god! also directed which films
Start Entity:     Oh, God!
Gold Answer:      [['Sibling Rivalry', "Where's Poppa?", 'Summer School', "Dead Men Don't Wear Plaid", 'That Old Feeling', 'Fatal Instinct', 'All of Me', 'The Jerk', 'Summer Rental', 'The Man with Two Brains']]
Predicted Ans:    Dead Men Don't Wear Plaid
Predicted Path:   Oh, God! --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid
Path (Raw):       Oh, God! --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[No Operation]--> Dead Men Don't Wear Plaid
Neg LogProb(↓):   0.433788
Path Entropy(↓):  1.277716
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of solitary man
Start Entity:     Solitary Man
Gold Answer:      [['Brad Furman', 'Steven Soderbergh']]
Predicted Ans:    Brad Furman
Predicted Path:   Solitary Man --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[directed_by]--> Brad Furman
Path (Raw):       Solitary Man --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[directed_by]--> Brad Furman
Neg LogProb(↓):   0.004519
Path Entropy(↓):  0.030908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by michael mccullers
Start Entity:     Michael McCullers
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Michael McCullers --[(INV) written_by]--> Austin Powers in Goldmember --[has_genre]--> Comedy
Path (Raw):       Michael McCullers --[No Operation]--> Michael McCullers --[(INV) written_by]--> Austin Powers in Goldmember --[has_genre]--> Comedy
Neg LogProb(↓):   0.005164
Path Entropy(↓):  0.033359
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jessica capshaw were directed by who
Start Entity:     Jessica Capshaw
Gold Answer:      [['Jamie Blanks']]
Predicted Ans:    Jamie Blanks
Predicted Path:   Jessica Capshaw --[(INV) starred_actors]--> Valentine --[directed_by]--> Jamie Blanks
Path (Raw):       Jessica Capshaw --[No Operation]--> Jessica Capshaw --[(INV) starred_actors]--> Valentine --[directed_by]--> Jamie Blanks
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in kill the irishman
Start Entity:     Kill the Irishman
Gold Answer:      [['Walter Hill', 'Greg Spence', 'Gregory Widen', 'James Foley', 'Steven Baigelman', 'Michael Seresin', 'Michael Oblowitz', 'Douglas Trumbull', 'Dan Ireland', 'Frank Coraci', 'Mike Nichols', 'Peter Care', 'Charles Winkler', 'Michael Mann', 'James Cox', 'Josef Rusnak', 'Sean Stanek', 'Nancy Savoca', 'John Badham', 'Tony Scott', 'Donald Petrie', 'Barry Levinson', 'Ron Howard', 'Michael Apted', 'Alex Cox', 'David Mamet', 'Stanley Kubrick', 'Oliver Stone', 'Fisher Stevens', 'Jorma Taccone', 'John Frankenheimer', 'David McNally', 'Michael Winterbottom', 'Abel Ferrara', 'Russell Mulcahy', 'Michael Cimino', 'Mark A. Lewis', 'Hugh Wilson', 'Francis Ford Coppola', 'Phillip Noyce', "Peter O'Fallon", 'Martha Coolidge', 'Jason Hewitt', 'Joel Schumacher', 'Don Taylor', 'Antony Hoffman', 'David Cronenberg', 'Abbas Kiarostami', 'Paul Schrader', 'Steven Spielberg', 'John Glen', 'Peter Hewitt', 'Shane Black', 'Laís Bodanzky', 'Kevin Jarre', 'David Dobkin', 'Michael Haussman', 'George P. Cosmatos', 'Stephen Hopkins', 'Harold Ramis', 'Frank Pierson', 'Richard Stanley', 'Tim Burton', 'William Conrad', 'Adam Marcus', 'Dirk Shafer', 'Paul Morrissey', 'Marco Brambilla', 'John Irvin', 'Mike Mills']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Kill the Irishman --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Traveler --[directed_by]--> Abbas Kiarostami
Path (Raw):       Kill the Irishman --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Traveler --[directed_by]--> Abbas Kiarostami
Neg LogProb(↓):   1.479724
Path Entropy(↓):  2.317056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by inescapable actors
Start Entity:     Inescapable
Gold Answer:      [['Mathieu Demy', 'Todd Field', 'Ariel Vromen', 'Michael McGowan', 'Marc Lawrence', 'Tamara Jenkins', 'Ron Howard', 'Tony Bill', 'Andy Fickman', 'Daisy von Scherler Mayer', 'Jonathan Lynn', 'Rob Cohen', 'Rick Stevenson', 'Mira Nair', 'Brad Mirman', 'Sidney Lumet', 'Kevin Noland', 'Darren Aronofsky', 'Brad Furman', 'Norman Jewison', 'James C.E. Burke', 'Mark Duplass', 'Joe Charbanic', 'Nick Cassavetes']]
Predicted Ans:    Kevin Noland
Predicted Path:   Inescapable --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Americano --[directed_by]--> Kevin Noland
Path (Raw):       Inescapable --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Americano --[directed_by]--> Kevin Noland
Neg LogProb(↓):   1.083986
Path Entropy(↓):  1.237496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for lucas
Start Entity:     Lucas
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lucas --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Lucas --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.163502
Path Entropy(↓):  4.355252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor john justin starred together with who
Start Entity:     John Justin
Gold Answer:      [['Conrad Veidt', 'Sabu', 'June Duprez']]
Predicted Ans:    Sabu
Predicted Path:   John Justin --[(INV) starred_actors]--> The Thief of Bagdad --[starred_actors]--> Sabu
Path (Raw):       John Justin --[No Operation]--> John Justin --[(INV) starred_actors]--> The Thief of Bagdad --[starred_actors]--> Sabu
Neg LogProb(↓):   0.002244
Path Entropy(↓):  0.018021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by john r. leonetti
Start Entity:     John R. Leonetti
Gold Answer:      [['Gary Dauberman']]
Predicted Ans:    Gary Dauberman
Predicted Path:   John R. Leonetti --[(INV) directed_by]--> Annabelle --[written_by]--> Gary Dauberman
Path (Raw):       John R. Leonetti --[No Operation]--> John R. Leonetti --[(INV) directed_by]--> Annabelle --[written_by]--> Gary Dauberman
Neg LogProb(↓):   0.008751
Path Entropy(↓):  0.049999
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of hubert kounde starred movies
Start Entity:     Hubert Koundé
Gold Answer:      [['Fernando Meirelles']]
Predicted Ans:    Fernando Meirelles
Predicted Path:   Hubert Koundé --[(INV) starred_actors]--> The Constant Gardener --[directed_by]--> Fernando Meirelles
Path (Raw):       Hubert Koundé --[No Operation]--> Hubert Koundé --[(INV) starred_actors]--> The Constant Gardener --[directed_by]--> Fernando Meirelles
Neg LogProb(↓):   0.001822
Path Entropy(↓):  0.013305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the castaway cowboy is also the director of which films
Start Entity:     The Castaway Cowboy
Gold Answer:      [['The Million Dollar Duck', 'Firecreek']]
Predicted Ans:    Firecreek
Predicted Path:   The Castaway Cowboy --[directed_by]--> Vincent McEveety --[(INV) directed_by]--> Firecreek
Path (Raw):       The Castaway Cowboy --[directed_by]--> Vincent McEveety --[(INV) directed_by]--> Firecreek --[No Operation]--> Firecreek
Neg LogProb(↓):   0.042063
Path Entropy(↓):  0.204933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of csny / deja vu was
Start Entity:     CSNY/Déjà Vu
Gold Answer:      [['Neil Young']]
Predicted Ans:    Dean Stockwell
Predicted Path:   CSNY/Déjà Vu --[directed_by]--> Neil Young --[(INV) directed_by]--> Human Highway --[directed_by]--> Dean Stockwell
Path (Raw):       CSNY/Déjà Vu --[directed_by]--> Neil Young --[(INV) directed_by]--> Human Highway --[directed_by]--> Dean Stockwell
Neg LogProb(↓):   0.033561
Path Entropy(↓):  0.145208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in savior
Start Entity:     Savior
Gold Answer:      [['Nastassja Kinski', 'Dennis Quaid']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Savior --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Path (Raw):       Savior --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.011582
Path Entropy(↓):  0.080327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by dorothy burgess
Start Entity:     Dorothy Burgess
Gold Answer:      [['Western']]
Predicted Ans:    1934
Predicted Path:   Dorothy Burgess --[(INV) starred_actors]--> Black Moon --[release_year]--> 1934
Path (Raw):       Dorothy Burgess --[No Operation]--> Dorothy Burgess --[(INV) starred_actors]--> Black Moon --[release_year]--> 1934
Neg LogProb(↓):   0.802340
Path Entropy(↓):  1.473002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by makoto shinkai were in which languages
Start Entity:     Makoto Shinkai
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Makoto Shinkai --[(INV) starred_actors]--> Voices of a Distant Star --[in_language]--> Japanese
Path (Raw):       Makoto Shinkai --[No Operation]--> Makoto Shinkai --[(INV) starred_actors]--> Voices of a Distant Star --[in_language]--> Japanese
Neg LogProb(↓):   0.167759
Path Entropy(↓):  0.452752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by garon tsuchiya in
Start Entity:     Garon Tsuchiya
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   Garon Tsuchiya --[(INV) written_by]--> Oldboy --[in_language]--> Korean
Path (Raw):       Garon Tsuchiya --[No Operation]--> Garon Tsuchiya --[(INV) written_by]--> Oldboy --[in_language]--> Korean
Neg LogProb(↓):   0.693148
Path Entropy(↓):  0.693161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of backdraft starred who
Start Entity:     Backdraft
Gold Answer:      [['Sean Connery', 'Virginia Madsen', 'Eric Stoltz', 'Christopher Walken', 'Christopher Lambert', 'Elias Koteas', 'Clancy Brown', 'Roxanne Hart']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Backdraft --[written_by]--> Gregory Widen --[(INV) written_by]--> Backdraft --[starred_actors]--> Donald Sutherland
Path (Raw):       Backdraft --[written_by]--> Gregory Widen --[(INV) written_by]--> Backdraft --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.841089
Path Entropy(↓):  1.342991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie death warrant, when was it released
Start Entity:     Death Warrant
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Death Warrant --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Death Warrant --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.339617
Path Entropy(↓):  4.095830
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the story of us were released in which years
Start Entity:     The Story of Us
Gold Answer:      [['1995', '2009', '1990', '2012', '1992', '1989', '2005', '2010', '1996', '1985', '1994', '2014', '1987', '1986', '2007']]
Predicted Ans:    2005
Predicted Path:   The Story of Us --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[release_year]--> 2005
Path (Raw):       The Story of Us --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[release_year]--> 2005
Neg LogProb(↓):   0.170343
Path Entropy(↓):  0.742468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film juno
Start Entity:     Juno
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Juno --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Juno --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.524451
Path Entropy(↓):  5.101430
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by michael mayer
Start Entity:     Michael Mayer
Gold Answer:      [["Mary O'Hara", 'Michael Cunningham']]
Predicted Ans:    Mary O'Hara
Predicted Path:   Michael Mayer --[(INV) directed_by]--> Flicka --[written_by]--> Mary O'Hara
Path (Raw):       Michael Mayer --[No Operation]--> Michael Mayer --[(INV) directed_by]--> Flicka --[written_by]--> Mary O'Hara
Neg LogProb(↓):   0.142792
Path Entropy(↓):  0.395243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the jerk were in which genres
Start Entity:     The Jerk
Gold Answer:      [['Thriller', 'Fantasy', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Jerk --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Summer School --[has_genre]--> Comedy
Path (Raw):       The Jerk --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Summer School --[has_genre]--> Comedy
Neg LogProb(↓):   0.340079
Path Entropy(↓):  0.626276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed fiddler on the roof
Start Entity:     Fiddler on the Roof
Gold Answer:      [['Bruce Willis', 'Jean Reno', 'Denzel Washington', 'Marisa Tomei', 'Jon Hall', 'Gregory Peck', 'Cher', 'Faye Dunaway', 'Jane Fonda', 'Michael Caine', 'Burt Reynolds', 'Yvonne Elliman', 'Ted Neeley', 'Carl Anderson', 'Goldie Hawn', 'Robert Downey Jr.', 'Barry Dennen', 'Gérard Depardieu', 'Doris Day', 'Nicolas Cage', 'Haley Joel Osment', 'James Garner', 'Penelope Ann Miller', 'Rebecca Romijn', 'Rod Steiger', 'Tony Randall', 'Warren Oates', 'Emily Lloyd', 'Sidney Poitier', 'Whoopi Goldberg', 'Bonnie Hunt', 'Pierce Brosnan', 'Anne Bancroft', 'Dorothy Lamour', 'Danny DeVito', 'LL Cool J', 'Meg Tilly', 'Arlene Francis', 'Adolph Caesar', 'Vincent Gardenia', 'Denis Leary', 'Rene Russo', 'Rock Hudson', 'Chris Klein', 'Steve McQueen', 'Mary Astor', 'Olympia Dukakis', 'C. Aubrey Smith']]
Predicted Ans:    Bruce Willis
Predicted Path:   Fiddler on the Roof --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[starred_actors]--> Bruce Willis
Path (Raw):       Fiddler on the Roof --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.031864
Path Entropy(↓):  0.198867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with john kerr
Start Entity:     John Kerr
Gold Answer:      [['Edward Andrews', 'Ray Walston', 'Rossano Brazzi', 'Deborah Kerr', 'Leif Erickson', 'Mitzi Gaynor']]
Predicted Ans:    Mitzi Gaynor
Predicted Path:   John Kerr --[(INV) starred_actors]--> South Pacific --[starred_actors]--> Mitzi Gaynor
Path (Raw):       John Kerr --[No Operation]--> John Kerr --[(INV) starred_actors]--> South Pacific --[starred_actors]--> Mitzi Gaynor
Neg LogProb(↓):   0.028925
Path Entropy(↓):  0.160583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was frances mayes the writer of
Start Entity:     Frances Mayes
Gold Answer:      [['Under the Tuscan Sun']]
Predicted Ans:    Guinevere
Predicted Path:   Frances Mayes --[(INV) written_by]--> Under the Tuscan Sun --[written_by]--> Audrey Wells --[(INV) written_by]--> Guinevere
Path (Raw):       Frances Mayes --[(INV) written_by]--> Under the Tuscan Sun --[written_by]--> Audrey Wells --[(INV) written_by]--> Guinevere
Neg LogProb(↓):   0.001815
Path Entropy(↓):  0.013270
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie comes a bright day were released in which years
Start Entity:     Comes a Bright Day
Gold Answer:      [['1988', '2009', '2001', '2008', '2010', '2014', '1928', '2007']]
Predicted Ans:    2007
Predicted Path:   Comes a Bright Day --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Enchanted --[release_year]--> 2007
Path (Raw):       Comes a Bright Day --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Enchanted --[release_year]--> 2007
Neg LogProb(↓):   0.470833
Path Entropy(↓):  1.258845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film hatchet ii released
Start Entity:     Hatchet II
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Hatchet II --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Hatchet II --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.683050
Path Entropy(↓):  4.385786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about john candy
Start Entity:     john candy
Gold Answer:      [['Splash', 'Spaceballs', "Who's Harry Crumb?", 'Volunteers', 'Cool Runnings', 'The Blues Brothers', 'Going Berserk', 'Stripes', 'The Great Outdoors', 'Summer Rental', 'The Rescuers Down Under', 'Uncle Buck']]
Predicted Ans:    Volunteers
Predicted Path:   john candy --[(INV) has_tags]--> Volunteers --[has_tags]--> tom hanks --[(INV) has_tags]--> Volunteers
Path (Raw):       john candy --[(INV) has_tags]--> Volunteers --[has_tags]--> tom hanks --[(INV) has_tags]--> Volunteers
Neg LogProb(↓):   0.745692
Path Entropy(↓):  1.991058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by kayo hatta released
Start Entity:     Kayo Hatta
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Kayo Hatta --[(INV) written_by]--> Picture Bride --[release_year]--> 1994
Path (Raw):       Kayo Hatta --[No Operation]--> Kayo Hatta --[(INV) written_by]--> Picture Bride --[release_year]--> 1994
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with king rat in
Start Entity:     King Rat
Gold Answer:      [['English', 'Greek', 'German']]
Predicted Ans:    English
Predicted Path:   King Rat --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       King Rat --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.002123
Path Entropy(↓):  0.015271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie donkey punch
Start Entity:     Donkey Punch
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Donkey Punch --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Donkey Punch --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.458364
Path Entropy(↓):  4.655255
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Dillinger, when was it released
Start Entity:     Dillinger
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Dillinger --[release_year]--> 1945 --[(INV) release_year]--> Dakota --[release_year]--> 1945
Path (Raw):       Dillinger --[release_year]--> 1945 --[(INV) release_year]--> Dakota --[release_year]--> 1945
Neg LogProb(↓):   2.727630
Path Entropy(↓):  4.046190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the day after tomorrow
Start Entity:     The Day After Tomorrow
Gold Answer:      [['Jean Reno', 'Chiwetel Ejiofor', 'Jeff Goldblum', 'Will Smith', 'Michael Paré', 'Ken Watanabe', 'John Cusack', 'Matthew Broderick', 'Kurt Russell', 'Thandie Newton', 'Viveca Lindfors', 'Camilla Belle', 'James Spader', 'Bill Pullman', 'Lisa Eichhorn', 'Brian Thompson', 'Amanda Peet', 'Steven Strait', 'Takashi Shimura', 'Akira Takarada', 'Akihiko Hirata', 'Hank Azaria', 'Jaye Davidson', 'Mary McDonnell', 'Bryan Cranston', 'Maria Pitillo']]
Predicted Ans:    Jean Reno
Predicted Path:   The Day After Tomorrow --[written_by]--> Roland Emmerich --[(INV) written_by]--> Godzilla --[starred_actors]--> Jean Reno
Path (Raw):       The Day After Tomorrow --[written_by]--> Roland Emmerich --[(INV) written_by]--> Godzilla --[starred_actors]--> Jean Reno
Neg LogProb(↓):   0.994573
Path Entropy(↓):  2.174196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of alice's restaurant
Start Entity:     Alice's Restaurant
Gold Answer:      [['Arthur Penn', 'Venable Herndon', 'Arlo Guthrie']]
Predicted Ans:    Arthur Penn
Predicted Path:   Alice's Restaurant --[written_by]--> Arthur Penn --[(INV) written_by]--> Alice's Restaurant --[written_by]--> Arthur Penn
Path (Raw):       Alice's Restaurant --[written_by]--> Arthur Penn --[(INV) written_by]--> Alice's Restaurant --[written_by]--> Arthur Penn
Neg LogProb(↓):   0.051286
Path Entropy(↓):  0.271220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with fate is the hunter in
Start Entity:     Fate Is the Hunter
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Fate Is the Hunter --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Lilies of the Field --[in_language]--> German
Path (Raw):       Fate Is the Hunter --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Lilies of the Field --[in_language]--> German
Neg LogProb(↓):   0.183954
Path Entropy(↓):  0.461709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the back to the future part iii director
Start Entity:     Back to the Future Part III
Gold Answer:      [['English', 'Old English']]
Predicted Ans:    English
Predicted Path:   Back to the Future Part III --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[in_language]--> English
Path (Raw):       Back to the Future Part III --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[in_language]--> English
Neg LogProb(↓):   0.747624
Path Entropy(↓):  0.864031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film what?
Start Entity:     What?
Gold Answer:      [['William Shakespeare', 'David Lean', 'David Ives', 'Roman Polanski', 'Robert Harris', 'Roland Topor', 'Pascal Bruckner', 'John Brownjohn', 'Thomas Hardy', 'Charles Dickens', 'Yasmina Reza', 'Ronald Harwood', 'Gérard Brach', 'Delphine Gleize', 'Robert Towne', 'Ira Levin', 'Rafael Yglesias', 'Ariel Dorfman']]
Predicted Ans:    Roman Polanski
Predicted Path:   What? --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Bitter Moon --[written_by]--> Roman Polanski
Path (Raw):       What? --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Bitter Moon --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.766227
Path Entropy(↓):  1.368100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of hero and the terror
Start Entity:     Hero and the Terror
Gold Answer:      [['Flashpoint']]
Predicted Ans:    Hero and the Terror
Predicted Path:   Hero and the Terror --[directed_by]--> William Tannen --[(INV) directed_by]--> Hero and the Terror
Path (Raw):       Hero and the Terror --[No Operation]--> Hero and the Terror --[directed_by]--> William Tannen --[(INV) directed_by]--> Hero and the Terror
Neg LogProb(↓):   0.401431
Path Entropy(↓):  0.919539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films written by vince locke
Start Entity:     Vince Locke
Gold Answer:      [['William Hurt', 'Viggo Mortensen']]
Predicted Ans:    Viggo Mortensen
Predicted Path:   Vince Locke --[(INV) written_by]--> A History of Violence --[starred_actors]--> Viggo Mortensen
Path (Raw):       Vince Locke --[No Operation]--> Vince Locke --[(INV) written_by]--> A History of Violence --[starred_actors]--> Viggo Mortensen
Neg LogProb(↓):   0.399214
Path Entropy(↓):  0.633582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of aliens
Start Entity:     Aliens
Gold Answer:      [['James Cameron']]
Predicted Ans:    James Cameron
Predicted Path:   Aliens --[directed_by]--> James Cameron --[(INV) directed_by]--> Aliens --[directed_by]--> James Cameron
Path (Raw):       Aliens --[directed_by]--> James Cameron --[(INV) directed_by]--> Aliens --[directed_by]--> James Cameron
Neg LogProb(↓):   0.017311
Path Entropy(↓):  0.099525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with ulli lommel
Start Entity:     Ulli Lommel
Gold Answer:      [['Lew Landers', 'James McTeigue', 'Roger Corman']]
Predicted Ans:    Roger Corman
Predicted Path:   Ulli Lommel --[(INV) directed_by]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Ulli Lommel --[No Operation]--> Ulli Lommel --[(INV) directed_by]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.279440
Path Entropy(↓):  0.804586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by joe keenan were released in which years
Start Entity:     Joe Keenan
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Joe Keenan --[(INV) written_by]--> Flushed Away --[release_year]--> 2006
Path (Raw):       Joe Keenan --[No Operation]--> Joe Keenan --[(INV) written_by]--> Flushed Away --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie i'm the one that i want
Start Entity:     I'm the One That I Want
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   I'm the One That I Want --[release_year]--> 2000 --[(INV) release_year]--> Tully --[release_year]--> 2000
Path (Raw):       I'm the One That I Want --[release_year]--> 2000 --[(INV) release_year]--> Tully --[release_year]--> 2000
Neg LogProb(↓):   2.812291
Path Entropy(↓):  4.205876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of tomorrow, when the war began starred who
Start Entity:     Tomorrow, When the War Began
Gold Answer:      [['Aaron Eckhart', 'Tom Cruise', 'Jamie Foxx', 'Yvonne Strahovski', 'Miranda Otto', 'Mark Ruffalo', 'Jada Pinkett Smith', 'Bill Nighy']]
Predicted Ans:    Tom Cruise
Predicted Path:   Tomorrow, When the War Began --[written_by]--> Stuart Beattie --[(INV) written_by]--> Collateral --[starred_actors]--> Tom Cruise
Path (Raw):       Tomorrow, When the War Began --[written_by]--> Stuart Beattie --[(INV) written_by]--> Collateral --[starred_actors]--> Tom Cruise
Neg LogProb(↓):   0.635794
Path Entropy(↓):  1.332477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by leonard gershe release
Start Entity:     Leonard Gershe
Gold Answer:      [['1972', '1957']]
Predicted Ans:    1957
Predicted Path:   Leonard Gershe --[(INV) written_by]--> Funny Face --[release_year]--> 1957
Path (Raw):       Leonard Gershe --[No Operation]--> Leonard Gershe --[(INV) written_by]--> Funny Face --[release_year]--> 1957
Neg LogProb(↓):   0.003636
Path Entropy(↓):  0.024588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by marilyn monroe in
Start Entity:     Marilyn Monroe
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Marilyn Monroe --[(INV) written_by]--> Love, Marilyn --[has_genre]--> Documentary
Path (Raw):       Marilyn Monroe --[No Operation]--> Marilyn Monroe --[(INV) written_by]--> Love, Marilyn --[has_genre]--> Documentary
Neg LogProb(↓):   0.023373
Path Entropy(↓):  0.138217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed class of 1984
Start Entity:     Class of 1984
Gold Answer:      [['Music', 'Sci-Fi', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Class of 1984 --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Commando --[has_genre]--> Action
Path (Raw):       Class of 1984 --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Commando --[has_genre]--> Action
Neg LogProb(↓):   0.540905
Path Entropy(↓):  0.814104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by takashi ishii
Start Entity:     Takashi Ishii
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Takashi Ishii --[(INV) written_by]--> Freeze Me --[in_language]--> Japanese
Path (Raw):       Takashi Ishii --[No Operation]--> Takashi Ishii --[(INV) written_by]--> Freeze Me --[in_language]--> Japanese
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by joseph cotten
Start Entity:     Joseph Cotten
Gold Answer:      [['Budd Boetticher', 'George Cukor', 'Carol Reed', 'William Dieterle', 'Thorold Dickinson', 'H.C. Potter', 'Jerry Jameson', 'Andrew L. Stone', 'Henry Hathaway', 'Robert Aldrich', 'King Vidor', 'Orson Welles', 'Fletcher Markle', 'Richard Fleischer', 'David O. Selznick', 'Robert Stevenson', 'Alfred Hitchcock']]
Predicted Ans:    Robert Aldrich
Predicted Path:   Joseph Cotten --[(INV) starred_actors]--> The Last Sunset --[directed_by]--> Robert Aldrich
Path (Raw):       Joseph Cotten --[No Operation]--> Joseph Cotten --[(INV) starred_actors]--> The Last Sunset --[directed_by]--> Robert Aldrich
Neg LogProb(↓):   1.205757
Path Entropy(↓):  1.540481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did mike flanagan write the story for
Start Entity:     Mike Flanagan
Gold Answer:      [['Oculus', 'Absentia']]
Predicted Ans:    Oculus
Predicted Path:   Mike Flanagan --[(INV) written_by]--> Oculus --[written_by]--> Mike Flanagan --[(INV) written_by]--> Oculus
Path (Raw):       Mike Flanagan --[(INV) written_by]--> Oculus --[written_by]--> Mike Flanagan --[(INV) written_by]--> Oculus
Neg LogProb(↓):   0.031567
Path Entropy(↓):  0.157527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film driven to kill are written by who
Start Entity:     Driven to Kill
Gold Answer:      [['Anthony Hickox', 'Andrew Davis', 'John Westermann', 'Keoni Waxman', 'Robert Rodriguez', 'Trevor Miller', 'Robert Rodat', 'Steven Seagal', 'Don Michael Paul', 'Richard Beattie', 'Michael Black', 'Max Catto', 'Joe Halpin']]
Predicted Ans:    Steven Seagal
Predicted Path:   Driven to Kill --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[written_by]--> Steven Seagal
Path (Raw):       Driven to Kill --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[written_by]--> Steven Seagal
Neg LogProb(↓):   1.256114
Path Entropy(↓):  2.115470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director dick lowry
Start Entity:     Dick Lowry
Gold Answer:      [['Suzy Amis', 'Rachel Duncan', 'Tom Selleck', 'Haley Joel Osment']]
Predicted Ans:    Tom Selleck
Predicted Path:   Dick Lowry --[(INV) directed_by]--> Last Stand at Saber River --[starred_actors]--> Tom Selleck
Path (Raw):       Dick Lowry --[No Operation]--> Dick Lowry --[(INV) directed_by]--> Last Stand at Saber River --[starred_actors]--> Tom Selleck
Neg LogProb(↓):   0.000279
Path Entropy(↓):  0.002780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by jim breuer in
Start Entity:     Jim Breuer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jim Breuer --[(INV) starred_actors]--> Half Baked --[has_genre]--> Comedy
Path (Raw):       Jim Breuer --[No Operation]--> Jim Breuer --[(INV) starred_actors]--> Half Baked --[has_genre]--> Comedy
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed daddy long legs
Start Entity:     Daddy Long Legs
Gold Answer:      [['Jean Negulesco']]
Predicted Ans:    Jean Negulesco
Predicted Path:   Daddy Long Legs --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Daddy Long Legs --[directed_by]--> Jean Negulesco
Path (Raw):       Daddy Long Legs --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Daddy Long Legs --[directed_by]--> Jean Negulesco
Neg LogProb(↓):   0.115734
Path Entropy(↓):  0.432712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of hard, fast and beautiful
Start Entity:     Hard, Fast and Beautiful
Gold Answer:      [['Joan Fontaine', 'Edmund Gwenn', 'Robert Ryan', 'Mary Wickes', 'Ward Bond', 'Ida Lupino', 'Rosalind Russell']]
Predicted Ans:    Claire Trevor
Predicted Path:   Hard, Fast and Beautiful --[directed_by]--> Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[starred_actors]--> Claire Trevor
Path (Raw):       Hard, Fast and Beautiful --[directed_by]--> Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[starred_actors]--> Claire Trevor
Neg LogProb(↓):   0.159228
Path Entropy(↓):  0.505087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the keys of the kingdom are written by who
Start Entity:     The Keys of the Kingdom
Gold Answer:      [["Frank O'Rourke", 'Luis Puenzo', 'Aída Bortnik', 'Guy de Maupassant', 'Angus MacPhail', 'Dudley Nichols', 'Lamar Trotti', 'David O. Selznick', 'Sloan Wilson', 'Robert Towne', 'Alistair MacLean', 'Ben Livingston', 'Hannah Shakespeare', 'William Butler', 'Michael Reeves', 'Tom Baker', 'Ronald Bassett', 'Willard Robertson', 'Nunnally Johnson', 'Samuel Fuller', 'Martin Caidin', 'Anya Seton', 'Marcia Davenport', 'Nevil Shute', 'Eric Knight', 'Ben Hecht', 'Heywood Gould', 'Herman Melville', 'Curt Siodmak', 'David Seltzer', 'Gordon Cotler', 'R. Wright Campbell', 'Sonya Levien', 'Paul Osborn', 'Ira Levin', 'Robert Fuest', 'Marjorie Kinnan Rawlings', 'Carlos Fuentes', 'Richard Matheson', 'Joe May', 'Lester Cole', 'John D. MacDonald', 'Ubaldo Ragona', 'Furio M. Monetti', 'James Leasor', 'Tim Burton', 'Roland West', 'Crane Wilbur', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Donald Hamilton', 'John Paxton', 'Alan Sharp', 'Jo Swerling', 'Samuel Hoffenstein', 'William Bowers', 'Ray Bradbury', 'Heck Allen', 'Robb White', 'John Meehan', 'Ben Ames Williams', 'John Dighton', 'Edgar Allan Poe', 'Rachid Bouchareb', 'Vera Caspary', 'Alma Reville', 'Sy Bartlett', 'Harper Lee', 'John Brophy', 'Frederick Nebel', 'Robert Guédiguian', 'Philip Dunne', "John O'Hara", 'John Huston', 'Casey Robinson', 'Christopher Wicking', 'Tim Kelly', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'Emeric Pressburger', 'Charles Beaumont', 'Carl Foreman', 'Ulli Lommel', 'Jerry Sterner', 'Jed Harris', 'Irwin Shaw', 'George Wells', 'James Bridie', 'André De Toth', 'Leo Rosten', 'Marguerite Roberts', 'James R. Webb', 'Peter Stone', 'Howard Fast', 'Dalton Trumbo', 'David Berry', 'Nathaniel Hawthorne', 'Madison Jones', 'William Sellers', 'Jay Dratler', 'Alvin Sargent', 'Horton Foote', 'Avery Hopwood', 'Mary Roberts Rinehart', "Eugene O'Neill"]]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Keys of the Kingdom --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       The Keys of the Kingdom --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.567022
Path Entropy(↓):  2.283244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of take the high ground!
Start Entity:     Take the High Ground!
Gold Answer:      [['June Allyson', 'Robert Keith', 'Yul Brynner', 'José Ferrer', 'Van Johnson', 'Dana Wynter', 'Richard Kiley', 'Cary Grant', 'Ernest Borgnine', 'Walter Pidgeon', 'Lloyd Bridges', 'Elizabeth Taylor', 'Robert Webber', 'Candice Bergen', 'Paul Stewart', "Peter O'Toole", 'Diane Keaton', 'Donna Reed', 'Goldie Hawn', 'Warren Beatty', 'Tuesday Weld', 'Ben Johnson', 'Shirley Jones', 'Debbie Reynolds', 'Bette Davis', 'Lee Marvin', 'Woody Strode', 'Robert Ryan', 'Paul Newman', 'Gene Hackman', 'Barry Fitzgerald', 'Burt Lancaster', 'Ed Begley', 'Geraldine Page', 'Sean Connery', 'Scott Wilson', 'Gert Fröbe', 'Eli Wallach', 'Jean Simmons', 'John Forsythe', 'James Coburn', 'Humphrey Bogart', 'Robert Blake', 'Keenan Wynn', 'Shirley Knight', 'Burl Ives', 'James Mason', 'Rock Hudson', 'Arthur Kennedy']]
Predicted Ans:    Sean Connery
Predicted Path:   Take the High Ground! --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[starred_actors]--> Sean Connery
Path (Raw):       Take the High Ground! --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.093539
Path Entropy(↓):  0.418954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote machete kills
Start Entity:     Machete Kills
Gold Answer:      [['Robert Rodriguez']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Machete Kills --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Desperado --[written_by]--> Robert Rodriguez
Path (Raw):       Machete Kills --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Desperado --[written_by]--> Robert Rodriguez
Neg LogProb(↓):   0.564665
Path Entropy(↓):  0.686040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did james rasin write
Start Entity:     James Rasin
Gold Answer:      [['Beautiful Darling']]
Predicted Ans:    Beautiful Darling
Predicted Path:   James Rasin --[(INV) written_by]--> Beautiful Darling --[written_by]--> James Rasin --[(INV) written_by]--> Beautiful Darling
Path (Raw):       James Rasin --[(INV) written_by]--> Beautiful Darling --[written_by]--> James Rasin --[(INV) written_by]--> Beautiful Darling
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of cradle will rock
Start Entity:     Cradle Will Rock
Gold Answer:      [['Tim Robbins', 'Susan Sarandon', 'Sean Penn']]
Predicted Ans:    Sean Penn
Predicted Path:   Cradle Will Rock --[written_by]--> Tim Robbins --[(INV) written_by]--> Dead Man Walking --[starred_actors]--> Sean Penn
Path (Raw):       Cradle Will Rock --[written_by]--> Tim Robbins --[(INV) written_by]--> Dead Man Walking --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.045730
Path Entropy(↓):  0.218860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the slender thread were released in which years
Start Entity:     The Slender Thread
Gold Answer:      [['1995', '1968', '1975', '1966', '1972', '1990', '1954', '2005', '1993', '1982', '1973', '1985', '1999', '1979', '1981', '1969', '1974']]
Predicted Ans:    1954
Predicted Path:   The Slender Thread --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[release_year]--> 1954
Path (Raw):       The Slender Thread --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[release_year]--> 1954
Neg LogProb(↓):   0.633922
Path Entropy(↓):  1.505742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by dick christie
Start Entity:     Dick Christie
Gold Answer:      [['John Duigan']]
Predicted Ans:    John Duigan
Predicted Path:   Dick Christie --[(INV) written_by]--> Molly --[directed_by]--> John Duigan
Path (Raw):       Dick Christie --[No Operation]--> Dick Christie --[(INV) written_by]--> Molly --[directed_by]--> John Duigan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of where the heart is was who
Start Entity:     Where the Heart Is
Gold Answer:      [['John Boorman']]
Predicted Ans:    John Boorman
Predicted Path:   Where the Heart Is --[directed_by]--> John Boorman --[(INV) directed_by]--> The Tiger's Tail --[directed_by]--> John Boorman
Path (Raw):       Where the Heart Is --[directed_by]--> John Boorman --[(INV) directed_by]--> The Tiger's Tail --[directed_by]--> John Boorman
Neg LogProb(↓):   0.740284
Path Entropy(↓):  1.237048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie prince of central park
Start Entity:     Prince of Central Park
Gold Answer:      [['Cathy Moriarty', 'Kathleen Turner', 'Danny Aiello']]
Predicted Ans:    Cathy Moriarty
Predicted Path:   Prince of Central Park --[starred_actors]--> Cathy Moriarty --[(INV) starred_actors]--> Casper --[starred_actors]--> Cathy Moriarty
Path (Raw):       Prince of Central Park --[starred_actors]--> Cathy Moriarty --[(INV) starred_actors]--> Casper --[starred_actors]--> Cathy Moriarty
Neg LogProb(↓):   0.393345
Path Entropy(↓):  0.717964
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by edith kneipple roberts
Start Entity:     Edith Kneipple Roberts
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Edith Kneipple Roberts --[(INV) written_by]--> That Hagen Girl --[has_genre]--> Drama
Path (Raw):       Edith Kneipple Roberts --[No Operation]--> Edith Kneipple Roberts --[(INV) written_by]--> That Hagen Girl --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the god of cookery
Start Entity:     The God of Cookery
Gold Answer:      [['Anita Yuen', 'Carman Lee', 'Carina Lau', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   The God of Cookery --[written_by]--> Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[starred_actors]--> Stephen Chow
Path (Raw):       The God of Cookery --[written_by]--> Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[starred_actors]--> Stephen Chow
Neg LogProb(↓):   0.663595
Path Entropy(↓):  1.277969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by ed begley
Start Entity:     Ed Begley
Gold Answer:      [['Daniel Haller', 'Richard Brooks', 'Ted Post', 'Fielder Cook']]
Predicted Ans:    Richard Brooks
Predicted Path:   Ed Begley --[(INV) starred_actors]--> Sweet Bird of Youth --[directed_by]--> Richard Brooks
Path (Raw):       Ed Begley --[No Operation]--> Ed Begley --[(INV) starred_actors]--> Sweet Bird of Youth --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.022030
Path Entropy(↓):  0.105263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film the house of the spirits
Start Entity:     The House of the Spirits
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The House of the Spirits --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The House of the Spirits --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.513388
Path Entropy(↓):  4.692715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of cloudy with a chance of meatballs also wrote which movies
Start Entity:     Cloudy with a Chance of Meatballs
Gold Answer:      [['The Lego Movie', 'Cloudy with a Chance of Meatballs 2']]
Predicted Ans:    Cloudy with a Chance of Meatballs
Predicted Path:   Cloudy with a Chance of Meatballs --[written_by]--> Ron Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs
Path (Raw):       Cloudy with a Chance of Meatballs --[written_by]--> Ron Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs --[No Operation]--> Cloudy with a Chance of Meatballs
Neg LogProb(↓):   1.195125
Path Entropy(↓):  1.584318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by the m. butterfly director
Start Entity:     M. Butterfly
Gold Answer:      [['English', 'Persian', 'Russian', 'German']]
Predicted Ans:    Persian
Predicted Path:   M. Butterfly --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Crash --[in_language]--> Persian
Path (Raw):       M. Butterfly --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.011248
Path Entropy(↓):  0.070637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie tie me up! tie me down!
Start Entity:     Tie Me Up! Tie Me Down!
Gold Answer:      [['Pedro Almodóvar', 'Thierry Jonquet', 'Ruth Rendell']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Tie Me Up! Tie Me Down! --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[written_by]--> Pedro Almodóvar
Path (Raw):       Tie Me Up! Tie Me Down! --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.368913
Path Entropy(↓):  1.269298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by ravi kumar
Start Entity:     Ravi Kumar
Gold Answer:      [['Phil Dornfeld', 'George Augusto']]
Predicted Ans:    Ravi Kumar
Predicted Path:   Ravi Kumar --[(INV) directed_by]--> Guilty Hearts --[written_by]--> Ravi Kumar
Path (Raw):       Ravi Kumar --[No Operation]--> Ravi Kumar --[(INV) directed_by]--> Guilty Hearts --[written_by]--> Ravi Kumar
Neg LogProb(↓):   0.062232
Path Entropy(↓):  0.262655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie assassins were released in which years
Start Entity:     Assassins
Gold Answer:      [['1976', '1980', '1978', '1988', '1997', '1998', '2003', '1992', '1989', '1982', '2006', '1985', '1994', '1981', '1987', '1961']]
Predicted Ans:    1985
Predicted Path:   Assassins --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Goonies --[release_year]--> 1985
Path (Raw):       Assassins --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Goonies --[release_year]--> 1985
Neg LogProb(↓):   1.491154
Path Entropy(↓):  1.918102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by james murphy
Start Entity:     James Murphy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   James Murphy --[(INV) starred_actors]--> The Comedy --[has_genre]--> Drama
Path (Raw):       James Murphy --[No Operation]--> James Murphy --[(INV) starred_actors]--> The Comedy --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie limitless
Start Entity:     Limitless
Gold Answer:      [['Neil Burger', 'Evan Daugherty', 'Sylvain Chomet', 'Steven Millhauser', 'Dirk Wittenborn', 'Jacques Tati', 'Vanessa Taylor', 'Veronica Roth']]
Predicted Ans:    Sylvain Chomet
Predicted Path:   Limitless --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[written_by]--> Sylvain Chomet
Path (Raw):       Limitless --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[written_by]--> Sylvain Chomet
Neg LogProb(↓):   0.104069
Path Entropy(↓):  0.398889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film timeline
Start Entity:     Timeline
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Timeline --[release_year]--> 2003 --[(INV) release_year]--> Timeline --[release_year]--> 2003
Path (Raw):       Timeline --[release_year]--> 2003 --[(INV) release_year]--> Timeline --[release_year]--> 2003
Neg LogProb(↓):   3.672528
Path Entropy(↓):  4.773258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the killer elite
Start Entity:     The Killer Elite
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   The Killer Elite --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       The Killer Elite --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   2.148102
Path Entropy(↓):  3.749568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by rick moranis
Start Entity:     Rick Moranis
Gold Answer:      [['Family', 'Sport', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Family
Predicted Path:   Rick Moranis --[(INV) starred_actors]--> Honey, I Shrunk the Kids --[has_genre]--> Family
Path (Raw):       Rick Moranis --[No Operation]--> Rick Moranis --[(INV) starred_actors]--> Honey, I Shrunk the Kids --[has_genre]--> Family
Neg LogProb(↓):   0.116926
Path Entropy(↓):  0.459116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by john prebble in
Start Entity:     John Prebble
Gold Answer:      [['English', 'Zulu']]
Predicted Ans:    Zulu
Predicted Path:   John Prebble --[(INV) written_by]--> Zulu --[in_language]--> Zulu
Path (Raw):       John Prebble --[No Operation]--> John Prebble --[(INV) written_by]--> Zulu --[in_language]--> Zulu
Neg LogProb(↓):   0.065366
Path Entropy(↓):  0.236855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did tim baker write
Start Entity:     Tim Baker
Gold Answer:      [['Samsara']]
Predicted Ans:    Valley of Flowers
Predicted Path:   Tim Baker --[(INV) written_by]--> Samsara --[written_by]--> Pan Nalin --[(INV) written_by]--> Valley of Flowers
Path (Raw):       Tim Baker --[(INV) written_by]--> Samsara --[written_by]--> Pan Nalin --[(INV) written_by]--> Valley of Flowers
Neg LogProb(↓):   0.472400
Path Entropy(↓):  0.664580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by brian g. hutton
Start Entity:     Brian G. Hutton
Gold Answer:      [['War', 'Comedy', 'Action', 'Adventure', 'Romance']]
Predicted Ans:    Action
Predicted Path:   Brian G. Hutton --[(INV) directed_by]--> Where Eagles Dare --[has_genre]--> Action
Path (Raw):       Brian G. Hutton --[No Operation]--> Brian G. Hutton --[(INV) directed_by]--> Where Eagles Dare --[has_genre]--> Action
Neg LogProb(↓):   0.235901
Path Entropy(↓):  0.518112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of hatari!
Start Entity:     Hatari!
Gold Answer:      [['Jane Russell', 'Jack Buetel', 'Phillips Holmes', 'Cary Grant', 'Walter Catlett', 'Ginger Rogers', 'Katharine Hepburn', 'Groucho Marx', 'Arthur Hunnicutt', 'James Caan', 'June Lang', 'Joan Collins', 'Robert Mitchum', 'Angie Dickinson', 'Charlene Holt', 'Lauren Bacall', 'Walter Connolly', 'Roscoe Karns', 'Carole Lombard', 'John Barrymore', 'Mary Elizabeth Mastrantonio', 'James Cagney', 'Thomas Mitchell', 'Edward G. Robinson', 'Joanne Dru', 'Walter Brennan', 'Gig Young', 'Paula Prentiss', 'Miriam Hopkins', 'Fay Wray', 'Donald Cook', 'Ralph Bellamy', 'Barbara Stanwyck', 'John Ridgely', 'Joel McCrea', 'Lionel Barrymore', 'Walter Huston', 'Eric Linden', 'Danny Kaye', 'Rosalind Russell', 'Rita Hayworth', 'Chico Marx', 'Steven Bauer', 'Harpo Marx', 'Candy Clark', 'Warner Baxter', 'Richard Barthelmess', 'Ann Dvorak', 'Karen Morley', 'Sarah Miles', 'Osgood Perkins', 'Benny Goodman', 'Tommy Dorsey', 'Dewey Martin', 'Elizabeth Threatt', 'Wallace Beery', 'David Niven', 'Fredric March', 'Ricky Nelson', 'Virginia Mayo', 'Michelle Pfeiffer', 'Oskar Homolka', 'Errol Flynn', 'Elliott Reid', 'Joan Blondell', 'John Wayne', 'Laura Devon', 'Kirk Douglas', 'Paul Muni', 'Humphrey Bogart', 'Jean Arthur', 'Gary Cooper', 'Basil Rathbone', 'Ann Sheridan', 'Montgomery Clift', 'Leo Carrillo', 'Dean Martin', 'Charles Coburn', 'Henry Travers', 'Jack Hawkins', 'Marilyn Monroe', 'The Marx Brothers', 'Al Pacino', 'Rock Hudson']]
Predicted Ans:    Gary Cooper
Predicted Path:   Hatari! --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Path (Raw):       Hatari! --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.988255
Path Entropy(↓):  1.560775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie they shoot horses, don't they? were in which languages
Start Entity:     They Shoot Horses, Don't They?
Gold Answer:      [['Crow', 'French']]
Predicted Ans:    French
Predicted Path:   They Shoot Horses, Don't They? --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[in_language]--> French
Path (Raw):       They Shoot Horses, Don't They? --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[in_language]--> French
Neg LogProb(↓):   0.710704
Path Entropy(↓):  0.797915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of kissing a fool were directed by who
Start Entity:     Kissing a Fool
Gold Answer:      [['Doug Ellin']]
Predicted Ans:    Doug Ellin
Predicted Path:   Kissing a Fool --[written_by]--> Doug Ellin --[(INV) written_by]--> Kissing a Fool --[directed_by]--> Doug Ellin
Path (Raw):       Kissing a Fool --[written_by]--> Doug Ellin --[(INV) written_by]--> Kissing a Fool --[directed_by]--> Doug Ellin
Neg LogProb(↓):   0.021173
Path Entropy(↓):  0.102782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did zev berman direct
Start Entity:     Zev Berman
Gold Answer:      [['Borderland']]
Predicted Ans:    Borderland
Predicted Path:   Zev Berman --[(INV) directed_by]--> Borderland --[directed_by]--> Zev Berman --[(INV) directed_by]--> Borderland
Path (Raw):       Zev Berman --[(INV) directed_by]--> Borderland --[directed_by]--> Zev Berman --[(INV) directed_by]--> Borderland
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of white heat
Start Entity:     White Heat
Gold Answer:      [['David Miller', 'Michael Gordon', 'John Cromwell', 'McG', 'Vincent Sherman']]
Predicted Ans:    Vincent Sherman
Predicted Path:   White Heat --[written_by]--> Ben Roberts --[(INV) written_by]--> Backfire --[directed_by]--> Vincent Sherman
Path (Raw):       White Heat --[written_by]--> Ben Roberts --[(INV) written_by]--> Backfire --[directed_by]--> Vincent Sherman
Neg LogProb(↓):   0.165274
Path Entropy(↓):  0.486439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie blue thunder
Start Entity:     Blue Thunder
Gold Answer:      [['1976', '1998', '1978', '2000', '1975', '1972', '1971', '1990', '1982', '1973', '1986', '1984', '1977']]
Predicted Ans:    1976
Predicted Path:   Blue Thunder --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Path (Raw):       Blue Thunder --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Neg LogProb(↓):   0.028316
Path Entropy(↓):  0.171313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by romy schneider
Start Entity:     Romy Schneider
Gold Answer:      [['Jacques Deray', 'Claude Sautet', 'David Swift']]
Predicted Ans:    Claude Sautet
Predicted Path:   Romy Schneider --[(INV) starred_actors]--> César and Rosalie --[directed_by]--> Claude Sautet
Path (Raw):       Romy Schneider --[No Operation]--> Romy Schneider --[(INV) starred_actors]--> César and Rosalie --[directed_by]--> Claude Sautet
Neg LogProb(↓):   0.236050
Path Entropy(↓):  0.627126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in the other side of sunday
Start Entity:     The Other Side of Sunday
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   The Other Side of Sunday --[in_language]--> Norwegian --[(INV) in_language]--> The Art of Negative Thinking --[in_language]--> Norwegian
Path (Raw):       The Other Side of Sunday --[in_language]--> Norwegian --[(INV) in_language]--> The Art of Negative Thinking --[in_language]--> Norwegian
Neg LogProb(↓):   0.724734
Path Entropy(↓):  1.239403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was gerald potterton the director of
Start Entity:     Gerald Potterton
Gold Answer:      [['Heavy Metal']]
Predicted Ans:    Heavy Metal
Predicted Path:   Gerald Potterton --[(INV) directed_by]--> Heavy Metal --[directed_by]--> Gerald Potterton --[(INV) directed_by]--> Heavy Metal
Path (Raw):       Gerald Potterton --[(INV) directed_by]--> Heavy Metal --[directed_by]--> Gerald Potterton --[(INV) directed_by]--> Heavy Metal
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of i love sarah jane
Start Entity:     I Love Sarah Jane
Gold Answer:      [['Hesher', 'Animal Kingdom', 'Spider', 'The Rover']]
Predicted Ans:    The Rover
Predicted Path:   I Love Sarah Jane --[written_by]--> David Michôd --[(INV) written_by]--> The Rover
Path (Raw):       I Love Sarah Jane --[written_by]--> David Michôd --[(INV) written_by]--> The Rover --[No Operation]--> The Rover
Neg LogProb(↓):   0.325707
Path Entropy(↓):  0.995764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by washington heights actors
Start Entity:     Washington Heights
Gold Answer:      [['Marc Levin', 'Richard Stratton', 'Sergio Sollima', 'Garth Belcon', 'Bruno Corbucci', 'Danny Hoch']]
Predicted Ans:    Bruno Corbucci
Predicted Path:   Washington Heights --[starred_actors]--> Tomas Milian --[(INV) starred_actors]--> Delitto al ristorante cinese --[written_by]--> Bruno Corbucci
Path (Raw):       Washington Heights --[starred_actors]--> Tomas Milian --[(INV) starred_actors]--> Delitto al ristorante cinese --[written_by]--> Bruno Corbucci
Neg LogProb(↓):   0.411767
Path Entropy(↓):  0.648637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the thin man goes home
Start Entity:     The Thin Man Goes Home
Gold Answer:      [['Richard Thorpe']]
Predicted Ans:    Richard Thorpe
Predicted Path:   The Thin Man Goes Home --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Knights of the Round Table --[directed_by]--> Richard Thorpe
Path (Raw):       The Thin Man Goes Home --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Knights of the Round Table --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.701069
Path Entropy(↓):  1.135499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the heart is deceitful above all things were directed by who
Start Entity:     The Heart Is Deceitful Above All Things
Gold Answer:      [['Asia Argento']]
Predicted Ans:    Asia Argento
Predicted Path:   The Heart Is Deceitful Above All Things --[written_by]--> Asia Argento --[(INV) written_by]--> Scarlet Diva --[directed_by]--> Asia Argento
Path (Raw):       The Heart Is Deceitful Above All Things --[written_by]--> Asia Argento --[(INV) written_by]--> Scarlet Diva --[directed_by]--> Asia Argento
Neg LogProb(↓):   0.006477
Path Entropy(↓):  0.040986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is plenty
Start Entity:     Plenty
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Plenty --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Plenty --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.343517
Path Entropy(↓):  4.526437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of blood of the vampire
Start Entity:     Blood of the Vampire
Gold Answer:      [['Arnold Vosloo', 'Zita Johann', 'Boris Karloff', 'David Manners', 'Rachel Weisz', 'Anton Diffring', 'Bette Davis', 'Brendan Fraser', 'Peter Cushing', 'Christopher Lee', 'John Hannah']]
Predicted Ans:    Christopher Lee
Predicted Path:   Blood of the Vampire --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Man Who Could Cheat Death --[starred_actors]--> Christopher Lee
Path (Raw):       Blood of the Vampire --[written_by]--> Jimmy Sangster --[(INV) written_by]--> The Man Who Could Cheat Death --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.249071
Path Entropy(↓):  0.533718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of steal big steal little
Start Entity:     Steal Big Steal Little
Gold Answer:      [['Henry Silva', 'Steven Seagal', 'Pam Grier']]
Predicted Ans:    Steven Seagal
Predicted Path:   Steal Big Steal Little --[written_by]--> Andrew Davis --[(INV) written_by]--> Above the Law --[starred_actors]--> Steven Seagal
Path (Raw):       Steal Big Steal Little --[written_by]--> Andrew Davis --[(INV) written_by]--> Above the Law --[starred_actors]--> Steven Seagal
Neg LogProb(↓):   0.267311
Path Entropy(↓):  0.545548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of comes a horseman also directed which films
Start Entity:     Comes a Horseman
Gold Answer:      [['The Parallax View', 'Klute', "Sophie's Choice", 'The Pelican Brief', "The Devil's Own", 'Rollover', 'Consenting Adults', 'The Sterile Cuckoo', 'Presumed Innocent', "All the President's Men", 'Starting Over', 'See You in the Morning', 'Love and Pain and the Whole Damn Thing']]
Predicted Ans:    All the President's Men
Predicted Path:   Comes a Horseman --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> All the President's Men
Path (Raw):       Comes a Horseman --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> All the President's Men --[No Operation]--> All the President's Men
Neg LogProb(↓):   1.020803
Path Entropy(↓):  2.027581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the little mermaid were in which genres
Start Entity:     The Little Mermaid
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Adventure
Predicted Path:   The Little Mermaid --[written_by]--> John Musker --[(INV) written_by]--> Hercules --[has_genre]--> Adventure
Path (Raw):       The Little Mermaid --[written_by]--> John Musker --[(INV) written_by]--> Hercules --[has_genre]--> Adventure
Neg LogProb(↓):   0.908363
Path Entropy(↓):  1.282786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by matt ember released
Start Entity:     Matt Ember
Gold Answer:      [['2008', '2015']]
Predicted Ans:    2008
Predicted Path:   Matt Ember --[(INV) written_by]--> Home --[release_year]--> 2008
Path (Raw):       Matt Ember --[No Operation]--> Matt Ember --[(INV) written_by]--> Home --[release_year]--> 2008
Neg LogProb(↓):   0.078655
Path Entropy(↓):  0.267994
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with don cheadle
Start Entity:     Don Cheadle
Gold Answer:      [['Guy Pearce', 'Liv Tyler', 'Holly Hunter', 'Sandra Bullock', 'Denzel Washington', 'Tom Sizemore', 'Deborah Kara Unger', 'Jada Pinkett Smith', 'Hugh Jackman', 'John Travolta', 'Sean Penn', 'Ving Rhames', 'Emma Roberts', 'Halle Berry', 'Ethan Hawke', 'Richard Gere', 'Scarlett Johansson', 'Connie Nielsen', 'Adam Sandler', 'James Spader', 'Jon Voight', 'Gwyneth Paltrow', 'Naomi Watts', 'Elias Koteas', 'Tommy Lee Jones', 'Jennifer Beals', 'Anne Heche', 'Johnny Simmons', 'Gary Sinise', 'Tim Robbins', 'Wesley Snipes', 'Jake T. Austin', 'Michael Boatman']]
Predicted Ans:    Don Cheadle
Predicted Path:   Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[starred_actors]--> Don Cheadle
Path (Raw):       Don Cheadle --[No Operation]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.000457
Path Entropy(↓):  0.004198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of anie pascale
Start Entity:     Anie Pascale
Gold Answer:      [['Thomas Haden Church', 'Marc Labrèche']]
Predicted Ans:    Thomas Haden Church
Predicted Path:   Anie Pascale --[(INV) starred_actors]--> Whitewash --[starred_actors]--> Thomas Haden Church
Path (Raw):       Anie Pascale --[No Operation]--> Anie Pascale --[(INV) starred_actors]--> Whitewash --[starred_actors]--> Thomas Haden Church
Neg LogProb(↓):   0.009206
Path Entropy(↓):  0.057756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the disappeared
Start Entity:     The Disappeared
Gold Answer:      [['Caroline Thompson', 'Charlie Stratton', 'Leigh Janiak', 'Jeanne Duprau', 'Todd Lincoln', 'Émile Zola']]
Predicted Ans:    William Keighley
Predicted Path:   The Disappeared --[starred_actors]--> Harry Treadaway --[(INV) starred_actors]--> Honeymoon --[directed_by]--> William Keighley
Path (Raw):       The Disappeared --[starred_actors]--> Harry Treadaway --[(INV) starred_actors]--> Honeymoon --[directed_by]--> William Keighley
Neg LogProb(↓):   0.549550
Path Entropy(↓):  0.812093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor carly pope co - starred with who
Start Entity:     Carly Pope
Gold Answer:      [['Brian Austin Green', 'Sara Rue']]
Predicted Ans:    Carly Pope
Predicted Path:   Carly Pope --[(INV) starred_actors]--> This Time Around --[starred_actors]--> Carly Pope
Path (Raw):       Carly Pope --[No Operation]--> Carly Pope --[(INV) starred_actors]--> This Time Around --[starred_actors]--> Carly Pope
Neg LogProb(↓):   0.020732
Path Entropy(↓):  0.100062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by actors in the wild party
Start Entity:     The Wild Party
Gold Answer:      [['Western', 'Musical', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Wild Party --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[has_genre]--> Horror
Path (Raw):       The Wild Party --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[has_genre]--> Horror
Neg LogProb(↓):   0.460926
Path Entropy(↓):  1.009450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the last command
Start Entity:     The Last Command
Gold Answer:      [['Wallace Sullivan', 'Carl Zuckmayer', 'John Fusco', 'Dashiell Hammett', 'Michael Arlen', 'Arthur Caesar', 'Frederick Lonsdale', 'Jo Swerling', 'Howard Emmett Rogers', 'George Abbott', 'Robert Liebmann', 'Clarence Day', 'Bertram Bloch', 'Heinrich Mann', 'Edward Poor Montgomery', 'Karl Vollmöller', 'William Bowers', 'Jacques Théry', 'Walter Reisch', 'George Oppenheimer', 'Ladislas Fodor', 'Max Trell', 'Albert Hackett', 'Frances Goodrich', 'Ferenc Molnár', 'Joshua Logan', 'Shonda Rhimes', 'Everett Freeman', 'Eric Hatch', 'Peter Berneis', 'Thomas Heggen', 'Morrie Ryskind', 'Maurine Dallas Watkins']]
Predicted Ans:    Bertram Bloch
Predicted Path:   The Last Command --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       The Last Command --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.656866
Path Entropy(↓):  1.723628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the revisionaries
Start Entity:     The Revisionaries
Gold Answer:      [['Scott Thurman']]
Predicted Ans:    Scott Thurman
Predicted Path:   The Revisionaries --[directed_by]--> Scott Thurman --[(INV) directed_by]--> The Revisionaries --[directed_by]--> Scott Thurman
Path (Raw):       The Revisionaries --[directed_by]--> Scott Thurman --[(INV) directed_by]--> The Revisionaries --[directed_by]--> Scott Thurman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in nancy drew and the hidden staircase
Start Entity:     Nancy Drew and the Hidden Staircase
Gold Answer:      [['Drama', 'Western', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Nancy Drew and the Hidden Staircase --[starred_actors]--> Bonita Granville --[(INV) starred_actors]--> White Banners --[has_genre]--> Drama
Path (Raw):       Nancy Drew and the Hidden Staircase --[starred_actors]--> Bonita Granville --[(INV) starred_actors]--> White Banners --[has_genre]--> Drama
Neg LogProb(↓):   0.063914
Path Entropy(↓):  0.279106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is thanks for sharing
Start Entity:     Thanks for Sharing
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Thanks for Sharing --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Thanks for Sharing --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.605036
Path Entropy(↓):  5.143174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Zatoichi on the road, when was it released
Start Entity:     Zatoichi on the Road
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Zatoichi on the Road --[release_year]--> 1963 --[(INV) release_year]--> Monstrosity --[release_year]--> 1963
Path (Raw):       Zatoichi on the Road --[release_year]--> 1963 --[(INV) release_year]--> Monstrosity --[release_year]--> 1963
Neg LogProb(↓):   2.802335
Path Entropy(↓):  3.906405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the unbearable lightness of being
Start Entity:     The Unbearable Lightness of Being
Gold Answer:      [['Philip Kaufman']]
Predicted Ans:    Philip Kaufman
Predicted Path:   The Unbearable Lightness of Being --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> Rising Sun --[directed_by]--> Philip Kaufman
Path (Raw):       The Unbearable Lightness of Being --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> Rising Sun --[directed_by]--> Philip Kaufman
Neg LogProb(↓):   1.100826
Path Entropy(↓):  1.295492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in start the revolution without me
Start Entity:     Start the Revolution Without Me
Gold Answer:      [['Gene Wilder', 'Donald Sutherland', 'Jack MacGowran', 'Hugh Griffith']]
Predicted Ans:    Gene Wilder
Predicted Path:   Start the Revolution Without Me --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Gene Wilder
Path (Raw):       Start the Revolution Without Me --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Gene Wilder
Neg LogProb(↓):   0.033952
Path Entropy(↓):  0.152441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by ingmar bergman
Start Entity:     Ingmar Bergman
Gold Answer:      [['Ulla Isaksson', 'Kenneth Branagh', 'Leck Fischer', 'Stephen Fry', 'Richard Brooks', 'Steve McQueen', 'George Tabori', 'Akira Kurosawa', 'Baran bo Odar', 'Jan Costin Wagner']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Ingmar Bergman --[No Operation]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.365281
Path Entropy(↓):  1.253279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in brown sugar also appears in which movies
Start Entity:     Brown Sugar
Gold Answer:      [['The Way of the Gun', "Malibu's Most Wanted", 'House on Haunted Hill', 'How Stella Got Her Groove Back', 'The Best Man', 'Chicago', 'Catfish in Black Bean Sauce', 'Baggage Claim', 'Wonderful World', 'The Best Man Holiday', 'Repentance', 'Drum']]
Predicted Ans:    Repentance
Predicted Path:   Brown Sugar --[starred_actors]--> Sanaa Lathan --[(INV) starred_actors]--> Repentance
Path (Raw):       Brown Sugar --[starred_actors]--> Sanaa Lathan --[No Operation]--> Sanaa Lathan --[(INV) starred_actors]--> Repentance
Neg LogProb(↓):   0.292947
Path Entropy(↓):  0.861285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did joanna pacula act in
Start Entity:     Joanna Pacula
Gold Answer:      [['The Kiss']]
Predicted Ans:    Grand Hotel
Predicted Path:   Joanna Pacula --[(INV) starred_actors]--> The Kiss --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel
Path (Raw):       Joanna Pacula --[(INV) starred_actors]--> The Kiss --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel
Neg LogProb(↓):   0.054502
Path Entropy(↓):  0.236504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in a night in the life of jimmy reardon
Start Entity:     A Night in the Life of Jimmy Reardon
Gold Answer:      [['Sidney Lumet', 'Peter Bogdanovich', 'Tim Hunter', 'Susan Seidelman', 'Gus Van Sant', 'Damian Harris', 'Nancy Savoca', 'Joe Dante', 'Richard Benjamin', 'Peter Weir', 'Marc Rocco', 'Tiffanie DeBartolo', 'Jacques Feyder', 'Cameron Crowe']]
Predicted Ans:    Tiffanie DeBartolo
Predicted Path:   A Night in the Life of Jimmy Reardon --[starred_actors]--> Ione Skye --[(INV) starred_actors]--> Dream for an Insomniac --[directed_by]--> Tiffanie DeBartolo
Path (Raw):       A Night in the Life of Jimmy Reardon --[starred_actors]--> Ione Skye --[(INV) starred_actors]--> Dream for an Insomniac --[directed_by]--> Tiffanie DeBartolo
Neg LogProb(↓):   0.204726
Path Entropy(↓):  0.694139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the adventures of sebastian cole
Start Entity:     The Adventures of Sebastian Cole
Gold Answer:      [['2010', '2004']]
Predicted Ans:    2010
Predicted Path:   The Adventures of Sebastian Cole --[directed_by]--> Tod Williams --[(INV) directed_by]--> Paranormal Activity 2 --[release_year]--> 2010
Path (Raw):       The Adventures of Sebastian Cole --[directed_by]--> Tod Williams --[(INV) directed_by]--> Paranormal Activity 2 --[release_year]--> 2010
Neg LogProb(↓):   0.741589
Path Entropy(↓):  1.100445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was gareth evans the writer of
Start Entity:     Gareth Evans
Gold Answer:      [['V/H/S/2', 'Merantau', 'The Raid 2']]
Predicted Ans:    The Raid 2
Predicted Path:   Gareth Evans --[(INV) written_by]--> The Raid 2 --[written_by]--> Gareth Evans --[(INV) written_by]--> The Raid 2
Path (Raw):       Gareth Evans --[(INV) written_by]--> The Raid 2 --[written_by]--> Gareth Evans --[(INV) written_by]--> The Raid 2
Neg LogProb(↓):   0.327196
Path Entropy(↓):  0.894109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for killing bono
Start Entity:     Killing Bono
Gold Answer:      [['Neil McCormick']]
Predicted Ans:    Neil McCormick
Predicted Path:   Killing Bono --[written_by]--> Neil McCormick --[(INV) written_by]--> Killing Bono --[written_by]--> Neil McCormick
Path (Raw):       Killing Bono --[written_by]--> Neil McCormick --[(INV) written_by]--> Killing Bono --[written_by]--> Neil McCormick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film psychosis
Start Entity:     Psychosis
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Psychosis --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Psychosis --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.519739
Path Entropy(↓):  3.912715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of a song to remember
Start Entity:     A Song to Remember
Gold Answer:      [['Blind Alley', 'Cover Girl', 'A Farewell to Arms', 'The Joker Is Wild', 'Together Again', 'Love Me or Leave Me', 'Hans Christian Andersen', 'Gilda', 'The Swan', 'The Loves of Carmen', 'The Desperadoes', 'Ladies in Retirement']]
Predicted Ans:    A Farewell to Arms
Predicted Path:   A Song to Remember --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms
Path (Raw):       A Song to Remember --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[No Operation]--> A Farewell to Arms
Neg LogProb(↓):   0.181986
Path Entropy(↓):  0.463188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie regular lovers
Start Entity:     Regular Lovers
Gold Answer:      [['Louis Garrel']]
Predicted Ans:    Chiara Mastroianni
Predicted Path:   Regular Lovers --[starred_actors]--> Louis Garrel --[(INV) starred_actors]--> Love Songs --[starred_actors]--> Chiara Mastroianni
Path (Raw):       Regular Lovers --[starred_actors]--> Louis Garrel --[(INV) starred_actors]--> Love Songs --[starred_actors]--> Chiara Mastroianni
Neg LogProb(↓):   0.017380
Path Entropy(↓):  0.088008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The darjeeling limited is a film written by this person
Start Entity:     The Darjeeling Limited
Gold Answer:      [['Jason Schwartzman', 'Wes Anderson', 'Roman Coppola']]
Predicted Ans:    Wes Anderson
Predicted Path:   The Darjeeling Limited --[written_by]--> Wes Anderson --[(INV) written_by]--> Hotel Chevalier --[written_by]--> Wes Anderson
Path (Raw):       The Darjeeling Limited --[written_by]--> Wes Anderson --[(INV) written_by]--> Hotel Chevalier --[written_by]--> Wes Anderson
Neg LogProb(↓):   0.744519
Path Entropy(↓):  0.987604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the last stand
Start Entity:     The Last Stand
Gold Answer:      [['Arnold Schwarzenegger']]
Predicted Ans:    Arnold Schwarzenegger
Predicted Path:   The Last Stand --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Predator --[starred_actors]--> Arnold Schwarzenegger
Path (Raw):       The Last Stand --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Predator --[starred_actors]--> Arnold Schwarzenegger
Neg LogProb(↓):   0.613465
Path Entropy(↓):  0.982939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in eye of the dolphin
Start Entity:     Eye of the Dolphin
Gold Answer:      [['Adrian Dunbar', 'Carly Schroeder', 'Christine Adams', 'George Harris']]
Predicted Ans:    Carly Schroeder
Predicted Path:   Eye of the Dolphin --[starred_actors]--> Carly Schroeder --[(INV) starred_actors]--> Gracie --[starred_actors]--> Carly Schroeder
Path (Raw):       Eye of the Dolphin --[starred_actors]--> Carly Schroeder --[(INV) starred_actors]--> Gracie --[starred_actors]--> Carly Schroeder
Neg LogProb(↓):   0.052554
Path Entropy(↓):  0.229813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of american madness
Start Entity:     American Madness
Gold Answer:      [['The Devil and Daniel Webster', 'The Outlaw', 'The Great Sinner', 'The Criminal Code', 'Summer Holiday', 'The Beast of the City', 'Dodsworth', 'The Star Witness', 'And Then There Were None', 'Gabriel Over the White House', 'Kongo', 'Swamp Water', 'Edge of Darkness', 'The Furies', 'Of Human Hearts', 'The Treasure of the Sierra Madre', 'Dragonwyck', 'The Shanghai Gesture', 'The North Star', 'Yankee Doodle Dandy']]
Predicted Ans:    The Treasure of the Sierra Madre
Predicted Path:   American Madness --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> The Treasure of the Sierra Madre
Path (Raw):       American Madness --[starred_actors]--> Walter Huston --[No Operation]--> Walter Huston --[(INV) starred_actors]--> The Treasure of the Sierra Madre
Neg LogProb(↓):   0.173496
Path Entropy(↓):  0.703674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the dangerous lives of altar boys
Start Entity:     The Dangerous Lives of Altar Boys
Gold Answer:      [['It Runs in the Family', 'Into the Wild', 'Feeling Minnesota', 'Mystic Pizza', 'The Whole Wide World', 'Household Saints', 'Lone Survivor', 'Prince Avalanche', 'The Thirteenth Floor', 'The Motel Life', 'Impostor', 'The Ruins', 'The Messenger', 'Igby Goes Down', 'Full Metal Jacket', 'Dying Young', 'The Girl Next Door', 'Happy Accidents', 'Father of the Bride', 'The Winner', 'Alpha Dog', 'Stuart Saves His Family', 'The Darkest Hour', 'Saved!', 'Guy', 'The Salton Sea', 'Chained', 'Kill the Irishman', 'Sucker Punch', 'Nowhere to Run', 'The Wait', 'Thumbsucker', 'Speed Racer', 'Killer Joe']]
Predicted Ans:    Feeling Minnesota
Predicted Path:   The Dangerous Lives of Altar Boys --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota
Path (Raw):       The Dangerous Lives of Altar Boys --[starred_actors]--> Vincent D'Onofrio --[No Operation]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota
Neg LogProb(↓):   0.113813
Path Entropy(↓):  0.544346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in true confession also appears in which movies
Start Entity:     True Confession
Gold Answer:      [['Remember the Night', 'In Name Only', 'The Caine Mutiny', 'Too Many Husbands', 'The Egg and I', 'The Rains of Ranchipur', 'The Princess Comes Across', 'No Man of Her Own', 'Dinner at Eight', 'Son of Flubber', 'To Be or Not to Be', 'Man of the World', 'The Apartment', 'Kisses for My President', 'Pushover', 'Dr. Jekyll and Mr. Hyde', 'The Eagle and the Hawk', 'Alice Adams', 'Twentieth Century', 'Now and Forever', 'The Far Horizons', 'The Gilded Lily', 'Svengali', 'No Time for Love', 'Midnight', 'Hands Across the Table', 'Face of a Fugitive', 'Borderline', "There's Always Tomorrow", 'Arsène Lupin', 'The Shaggy Dog', 'Made for Each Other', 'Nothing Sacred', 'Double Indemnity', 'My Man Godfrey', 'Night Flight', 'Above Suspicion', 'The Happiest Millionaire', 'A Millionaire for Christy', 'Maid of Salem', 'Follow Me, Boys!', "We're Not Dressing"]]
Predicted Ans:    Face of a Fugitive
Predicted Path:   True Confession --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Face of a Fugitive
Path (Raw):       True Confession --[starred_actors]--> Fred MacMurray --[No Operation]--> Fred MacMurray --[(INV) starred_actors]--> Face of a Fugitive
Neg LogProb(↓):   1.052912
Path Entropy(↓):  1.898299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the purple plain
Start Entity:     The Purple Plain
Gold Answer:      [["Frank O'Rourke", 'Robert Guédiguian', 'Luis Puenzo', 'Aída Bortnik', 'Joseph L. Mankiewicz', 'Angus MacPhail', 'Philip Dunne', 'John Huston', 'Casey Robinson', 'Donald Hamilton', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'David O. Selznick', 'Sloan Wilson', 'Emeric Pressburger', 'Carl Foreman', 'John Paxton', 'Alan Sharp', 'Jed Harris', 'Jerry Sterner', 'George Wells', 'James Bridie', 'David Seltzer', 'André De Toth', 'William Bowers', 'Alistair MacLean', 'Gordon Cotler', 'Sonya Levien', 'Leo Rosten', 'Ray Bradbury', 'Paul Osborn', 'Ira Levin', 'Marjorie Kinnan Rawlings', 'Heck Allen', 'Carlos Fuentes', 'John D. MacDonald', 'John Meehan', 'Nunnally Johnson', 'John Dighton', 'James R. Webb', 'Peter Stone', 'Martin Caidin', 'Herman Melville', 'Howard Fast', 'Dalton Trumbo', 'Marcia Davenport', 'James Leasor', 'Madison Jones', 'William Sellers', 'Nevil Shute', 'Rachid Bouchareb', 'Alvin Sargent', 'Ben Hecht', 'Alma Reville', 'Horton Foote', 'Sy Bartlett', 'Heywood Gould', 'Harper Lee']]
Predicted Ans:    Alistair MacLean
Predicted Path:   The Purple Plain --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Alistair MacLean
Path (Raw):       The Purple Plain --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Alistair MacLean
Neg LogProb(↓):   0.907923
Path Entropy(↓):  2.181356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote hi, mom!
Start Entity:     Hi, Mom!
Gold Answer:      [['Brian De Palma', 'Wilford Leach']]
Predicted Ans:    Brian De Palma
Predicted Path:   Hi, Mom! --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[directed_by]--> Brian De Palma
Path (Raw):       Hi, Mom! --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[directed_by]--> Brian De Palma
Neg LogProb(↓):   1.079607
Path Entropy(↓):  1.613112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film raging phoenix
Start Entity:     Raging Phoenix
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   Raging Phoenix --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Path (Raw):       Raging Phoenix --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Neg LogProb(↓):   0.296101
Path Entropy(↓):  0.850069
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie maborosi were in which genres
Start Entity:     Maborosi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Maborosi --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Nobody Knows --[has_genre]--> Drama
Path (Raw):       Maborosi --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Nobody Knows --[has_genre]--> Drama
Neg LogProb(↓):   0.049013
Path Entropy(↓):  0.198892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by joseph losey starred who
Start Entity:     Joseph Losey
Gold Answer:      [['Joan Lorring', 'Preston Foster', 'John Drew Barrymore']]
Predicted Ans:    Malcolm McDowell
Predicted Path:   Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[starred_actors]--> Malcolm McDowell
Path (Raw):       Joseph Losey --[No Operation]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.488027
Path Entropy(↓):  1.345241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by keith allan
Start Entity:     Keith Allan
Gold Answer:      [['Mariel Hemingway', 'LeVar Burton']]
Predicted Ans:    Mariel Hemingway
Predicted Path:   Keith Allan --[(INV) written_by]--> Rise of the Zombies --[starred_actors]--> Mariel Hemingway
Path (Raw):       Keith Allan --[No Operation]--> Keith Allan --[(INV) written_by]--> Rise of the Zombies --[starred_actors]--> Mariel Hemingway
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of antonia's line
Start Entity:     Antonia's Line
Gold Answer:      [['Marleen Gorris']]
Predicted Ans:    Marleen Gorris
Predicted Path:   Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line --[directed_by]--> Marleen Gorris
Path (Raw):       Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line --[directed_by]--> Marleen Gorris
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the designated mourner also appears in which movies
Start Entity:     The Designated Mourner
Gold Answer:      [['Damage', 'The Young Victoria', 'Get Carter', 'Fatherland', 'The Prince and Me', 'Dance with a Stranger', 'Spider', 'The Phantom of the Opera', 'Sleepy Hollow', 'Kansas City', 'Empire of the Sun', 'The Evening Star']]
Predicted Ans:    Empire of the Sun
Predicted Path:   The Designated Mourner --[starred_actors]--> Miranda Richardson --[(INV) starred_actors]--> Empire of the Sun
Path (Raw):       The Designated Mourner --[starred_actors]--> Miranda Richardson --[No Operation]--> Miranda Richardson --[(INV) starred_actors]--> Empire of the Sun
Neg LogProb(↓):   0.534383
Path Entropy(↓):  1.358511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie mr. smith goes to washington
Start Entity:     Mr. Smith Goes to Washington
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mr. Smith Goes to Washington --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Mr. Smith Goes to Washington --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.537796
Path Entropy(↓):  4.674038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in mr. smith goes to washington
Start Entity:     Mr. Smith Goes to Washington
Gold Answer:      [['Edward Arnold', 'James Stewart', 'Jean Arthur', 'Claude Rains']]
Predicted Ans:    James Stewart
Predicted Path:   Mr. Smith Goes to Washington --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       Mr. Smith Goes to Washington --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.176637
Path Entropy(↓):  0.734063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of alexander the great
Start Entity:     Alexander the Great
Gold Answer:      [['Bitter Victory', 'My Cousin Rachel', 'Raid on Rommel', 'The Rains of Ranchipur', 'Becket', 'Nineteen Eighty-Four', 'Look Back in Anger', 'The Sandpiper', 'The Night of the Iguana', 'The Spy Who Came in from the Cold', 'Where Eagles Dare', 'Cleopatra', 'Boom!', 'Bluebeard', 'Equus', 'The Desert Rats', 'The Wild Geese', "Who's Afraid of Virginia Woolf?", 'The V.I.P.s', 'The Taming of the Shrew', 'Anne of the Thousand Days', 'The Robe']]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   Alexander the Great --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Path (Raw):       Alexander the Great --[starred_actors]--> Richard Burton --[No Operation]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   0.302389
Path Entropy(↓):  1.027443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the backwoods were released in which years
Start Entity:     The Backwoods
Gold Answer:      [['2003', '1993', '2007', '2009', '2010', '2004', '1973', '2014', '1994', '1995', '2001', '1990', '1989', '1926', '2012', '2011', '2013', '2000', '1997', '2005', '1999', '1987', '1986', '1928']]
Predicted Ans:    1997
Predicted Path:   The Backwoods --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       The Backwoods --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   0.818780
Path Entropy(↓):  1.614970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer ramin bahrani
Start Entity:     Ramin Bahrani
Gold Answer:      [['Werner Herzog', 'Michael Shannon', 'Andrew Garfield', 'Laura Dern']]
Predicted Ans:    Michael Shannon
Predicted Path:   Ramin Bahrani --[(INV) written_by]--> 99 Homes --[starred_actors]--> Michael Shannon
Path (Raw):       Ramin Bahrani --[No Operation]--> Ramin Bahrani --[(INV) written_by]--> 99 Homes --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.013677
Path Entropy(↓):  0.087933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by every girl should be married actors
Start Entity:     Every Girl Should Be Married
Gold Answer:      [['Swedish', 'French', 'Spanish']]
Predicted Ans:    Swedish
Predicted Path:   Every Girl Should Be Married --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[in_language]--> Swedish
Path (Raw):       Every Girl Should Be Married --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[in_language]--> Swedish
Neg LogProb(↓):   0.621477
Path Entropy(↓):  0.888261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of inhale was
Start Entity:     Inhale
Gold Answer:      [['Baltasar Kormákur']]
Predicted Ans:    Baltasar Kormákur
Predicted Path:   Inhale --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> Inhale --[directed_by]--> Baltasar Kormákur
Path (Raw):       Inhale --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> Inhale --[directed_by]--> Baltasar Kormákur
Neg LogProb(↓):   0.002625
Path Entropy(↓):  0.021877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie the country bears
Start Entity:     The Country Bears
Gold Answer:      [['Family', 'Music']]
Predicted Ans:    Music
Predicted Path:   The Country Bears --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       The Country Bears --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.792898
Path Entropy(↓):  0.689004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of north dallas forty
Start Entity:     North Dallas Forty
Gold Answer:      [['Blue Chips', 'Cannery Row', 'The Thin Red Line', 'Farewell to the King', 'The Sting II', 'Under Fire', "Who'll Stop the Rain", 'The Spiderwick Chronicles', 'Extreme Prejudice', 'Teachers', 'Everybody Wins', 'The Beautiful Country', 'Simpatico', 'The Good Thief', 'I Love Trouble', 'Chicago 10', 'Neverwas', 'Trixie', 'Warrior', 'Cape Fear', 'Weeds', '48 Hrs.', 'Three Fugitives', 'Down and Out in Beverly Hills', 'Afterglow', 'The Deep', 'Another 48 Hrs.', 'Northfork', 'Clean', 'Mother Night', 'Affliction', 'Mulholland Falls', 'The Mysteries of Pittsburgh', 'Off the Black', 'The Prince of Tides']]
Predicted Ans:    The Deep
Predicted Path:   North Dallas Forty --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep
Path (Raw):       North Dallas Forty --[starred_actors]--> Nick Nolte --[No Operation]--> Nick Nolte --[(INV) starred_actors]--> The Deep
Neg LogProb(↓):   0.851309
Path Entropy(↓):  1.441785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does dinah shore act in
Start Entity:     Dinah Shore
Gold Answer:      [['Up in Arms']]
Predicted Ans:    Me and the Colonel
Predicted Path:   Dinah Shore --[(INV) starred_actors]--> Up in Arms --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> Me and the Colonel
Path (Raw):       Dinah Shore --[(INV) starred_actors]--> Up in Arms --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> Me and the Colonel
Neg LogProb(↓):   0.158432
Path Entropy(↓):  0.416717
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies together with shane black
Start Entity:     Shane Black
Gold Answer:      [['Warren Ellis', 'Drew Pearce', 'Fred Dekker', 'Brett Halliday']]
Predicted Ans:    Shane Black
Predicted Path:   Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[written_by]--> Shane Black
Path (Raw):       Shane Black --[No Operation]--> Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[written_by]--> Shane Black
Neg LogProb(↓):   0.180516
Path Entropy(↓):  0.529643
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies written by charlie siskel
Start Entity:     Charlie Siskel
Gold Answer:      [['John Maloof']]
Predicted Ans:    Charlie Siskel
Predicted Path:   Charlie Siskel --[(INV) directed_by]--> Finding Vivian Maier --[written_by]--> Charlie Siskel
Path (Raw):       Charlie Siskel --[No Operation]--> Charlie Siskel --[(INV) directed_by]--> Finding Vivian Maier --[written_by]--> Charlie Siskel
Neg LogProb(↓):   0.018601
Path Entropy(↓):  0.108303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films written by andrew solt
Start Entity:     Andrew Solt
Gold Answer:      [['Family', 'Music', 'Biography', 'Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Andrew Solt --[(INV) written_by]--> Whirlpool --[has_genre]--> Drama
Path (Raw):       Andrew Solt --[No Operation]--> Andrew Solt --[(INV) written_by]--> Whirlpool --[has_genre]--> Drama
Neg LogProb(↓):   0.354833
Path Entropy(↓):  0.683880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the quiet american
Start Entity:     The Quiet American
Gold Answer:      [['Graham Greene']]
Predicted Ans:    Graham Greene
Predicted Path:   The Quiet American --[written_by]--> Graham Greene --[(INV) written_by]--> Across the Bridge --[written_by]--> Graham Greene
Path (Raw):       The Quiet American --[written_by]--> Graham Greene --[(INV) written_by]--> Across the Bridge --[written_by]--> Graham Greene
Neg LogProb(↓):   0.999388
Path Entropy(↓):  1.294606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the world's greatest athlete
Start Entity:     The World's Greatest Athlete
Gold Answer:      [['John Landis', 'Carl Lerner', 'Mark Rydell', 'John Musker', 'Ron Clements', 'Gregg Araki', 'William Wyler', 'Don Coscarelli', 'Lang Elliott', 'Michael Anderson', 'Robert Stevenson']]
Predicted Ans:    Carl Lerner
Predicted Path:   The World's Greatest Athlete --[starred_actors]--> Roscoe Lee Browne --[(INV) starred_actors]--> Black Like Me --[directed_by]--> Carl Lerner
Path (Raw):       The World's Greatest Athlete --[starred_actors]--> Roscoe Lee Browne --[(INV) starred_actors]--> Black Like Me --[directed_by]--> Carl Lerner
Neg LogProb(↓):   0.017171
Path Entropy(↓):  0.102622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by david divine
Start Entity:     David Divine
Gold Answer:      [['Alan Ladd', 'Alexis Minotis', 'Sophia Loren', 'Clifton Webb']]
Predicted Ans:    Sophia Loren
Predicted Path:   David Divine --[(INV) written_by]--> Boy on a Dolphin --[starred_actors]--> Sophia Loren
Path (Raw):       David Divine --[No Operation]--> David Divine --[(INV) written_by]--> Boy on a Dolphin --[starred_actors]--> Sophia Loren
Neg LogProb(↓):   0.031206
Path Entropy(↓):  0.154296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by teri garr
Start Entity:     Teri Garr
Gold Answer:      [['1983', '1988', '1990', '1992', '1989', '1982', '1979', '1984', '1977']]
Predicted Ans:    1977
Predicted Path:   Teri Garr --[(INV) starred_actors]--> Close Encounters of the Third Kind --[release_year]--> 1977
Path (Raw):       Teri Garr --[No Operation]--> Teri Garr --[(INV) starred_actors]--> Close Encounters of the Third Kind --[release_year]--> 1977
Neg LogProb(↓):   0.918342
Path Entropy(↓):  1.666396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of angels with dirty faces
Start Entity:     Angels with Dirty Faces
Gold Answer:      [['The Doorway to Hell', 'What Price Hollywood?', 'A Dangerous Profession', 'The Amazing Dr. Clitterhouse', 'Gold Diggers of 1937', 'Hangmen Also Die!', 'Appointment with Danger', 'Invisible Stripes', "Hell's Highway"]]
Predicted Ans:    Appointment with Danger
Predicted Path:   Angels with Dirty Faces --[written_by]--> Warren Duff --[(INV) written_by]--> Appointment with Danger
Path (Raw):       Angels with Dirty Faces --[No Operation]--> Angels with Dirty Faces --[written_by]--> Warren Duff --[(INV) written_by]--> Appointment with Danger
Neg LogProb(↓):   0.510088
Path Entropy(↓):  1.058771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of five weeks in a balloon
Start Entity:     Five Weeks in a Balloon
Gold Answer:      [['Rusty Lemorande', 'Lucien Hubbard', 'Russell Mulcahy', 'Henry Levin', 'Irwin Allen', 'Cy Endfield', 'Robert Stevenson', 'Stuart Paton']]
Predicted Ans:    Robert Stevenson
Predicted Path:   Five Weeks in a Balloon --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[directed_by]--> Robert Stevenson
Path (Raw):       Five Weeks in a Balloon --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   0.377445
Path Entropy(↓):  1.050633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the wind that shakes the barley
Start Entity:     The Wind That Shakes the Barley
Gold Answer:      [['French', 'English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   The Wind That Shakes the Barley --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Path (Raw):       The Wind That Shakes the Barley --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Neg LogProb(↓):   0.265016
Path Entropy(↓):  0.567362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film puppet master vs demonic toys were in which genres
Start Entity:     Puppet Master vs Demonic Toys
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Puppet Master vs Demonic Toys --[directed_by]--> Ted Nicolaou --[(INV) directed_by]--> Subspecies --[has_genre]--> Horror
Path (Raw):       Puppet Master vs Demonic Toys --[directed_by]--> Ted Nicolaou --[(INV) directed_by]--> Subspecies --[has_genre]--> Horror
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director ash brannon
Start Entity:     Ash Brannon
Gold Answer:      [['Jon Heder', 'Zooey Deschanel', 'Jeff Bridges', 'Joan Cusack', 'Shia LaBeouf']]
Predicted Ans:    Joan Cusack
Predicted Path:   Ash Brannon --[(INV) directed_by]--> Toy Story 2 --[starred_actors]--> Joan Cusack
Path (Raw):       Ash Brannon --[No Operation]--> Ash Brannon --[(INV) directed_by]--> Toy Story 2 --[starred_actors]--> Joan Cusack
Neg LogProb(↓):   0.005475
Path Entropy(↓):  0.037446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is go for it in
Start Entity:     Go for It
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Go for It --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Go for It --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.111919
Path Entropy(↓):  2.575356
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie ghosts of mars are directed by who
Start Entity:     Ghosts of Mars
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Tim Story', 'Todd Haynes', 'Taylor Hackford', 'David O. Russell', 'Louis Leterrier', 'James Wong', 'Guy Ritchie', 'Melissa Painter', 'Peter Medak', 'Steve Carr', 'Robert Adetuyi', 'Géla Babluani', 'Elliott Lester', 'Boaz Yakin', 'Darrell Roodt', 'Peter Collinson', 'Tony Giglio', 'Corey Yuen', 'Kevin Bray', 'Luis Llosa', 'Joel Schumacher', 'Gary Fleder', 'Michael Winner', 'Sylvester Stallone', 'Paul W.S. Anderson', 'Hideo Nakata', 'Philip G. Atwell', 'David DeFalco', 'Simon West', 'Olivier Megaton', 'David E. Talbert', 'Marcus Raboy', 'Coline Serreau', 'Joseph Kahn', 'Fred Durst', 'Mark Neveldine', 'Brian Levant', 'Brian Taylor', 'Robert Rodriguez', 'F. Gary Gray', 'Patrick Hughes', 'Gary McKendry', 'Ringo Lam']]
Predicted Ans:    Peter Collinson
Predicted Path:   Ghosts of Mars --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Path (Raw):       Ghosts of Mars --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Neg LogProb(↓):   1.193080
Path Entropy(↓):  1.994723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by hearts divided actors release
Start Entity:     Hearts Divided
Gold Answer:      [['1954', '1944', '1936', '1935', '1968', '1933', '1951', '1932', '1931', '1948', '1940', '1962', '1934', '1964', '1950', '1952', '1999', '1945', '1937', '1928']]
Predicted Ans:    1968
Predicted Path:   Hearts Divided --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       Hearts Divided --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.534235
Path Entropy(↓):  1.486029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor joseph bottoms starred together with who
Start Entity:     Joseph Bottoms
Gold Answer:      [['Robert Forster', 'Bruce Willis', 'Kim Basinger', 'Lana Clarkson', 'Kirstie Alley', 'Maximilian Schell', 'Anthony Perkins']]
Predicted Ans:    Kirstie Alley
Predicted Path:   Joseph Bottoms --[(INV) starred_actors]--> Blind Date --[starred_actors]--> Kirstie Alley
Path (Raw):       Joseph Bottoms --[No Operation]--> Joseph Bottoms --[(INV) starred_actors]--> Blind Date --[starred_actors]--> Kirstie Alley
Neg LogProb(↓):   0.045621
Path Entropy(↓):  0.184778
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by charles m. schulz
Start Entity:     Charles M. Schulz
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Charles M. Schulz --[(INV) written_by]--> You're a Good Man, Charlie Brown --[has_genre]--> Comedy
Path (Raw):       Charles M. Schulz --[No Operation]--> Charles M. Schulz --[(INV) written_by]--> You're a Good Man, Charlie Brown --[has_genre]--> Comedy
Neg LogProb(↓):   0.005760
Path Entropy(↓):  0.038063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie ben - hur were released in which years
Start Entity:     Ben-Hur
Gold Answer:      [['1970', '1946', '2003', '1936', '1935', '1941', '1968', '1939', '1933', '2009', '1951', '1953', '1956', '1976', '1942', '1938', '1940', '2012', '1961', '1955', '2011', '2013', '1949', '1966', '1929', '1965', '1952', '1958']]
Predicted Ans:    1961
Predicted Path:   Ben-Hur --[directed_by]--> William Wyler --[(INV) directed_by]--> The Children's Hour --[release_year]--> 1961
Path (Raw):       Ben-Hur --[directed_by]--> William Wyler --[(INV) directed_by]--> The Children's Hour --[release_year]--> 1961
Neg LogProb(↓):   1.569380
Path Entropy(↓):  2.470901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did kathryn hulme write the story for
Start Entity:     Kathryn Hulme
Gold Answer:      [["The Nun's Story"]]
Predicted Ans:    The Nun's Story
Predicted Path:   Kathryn Hulme --[(INV) written_by]--> The Nun's Story --[written_by]--> Kathryn Hulme --[(INV) written_by]--> The Nun's Story
Path (Raw):       Kathryn Hulme --[(INV) written_by]--> The Nun's Story --[written_by]--> Kathryn Hulme --[(INV) written_by]--> The Nun's Story
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of taxi driver
Start Entity:     Taxi Driver
Gold Answer:      [['Marc Norman', 'Richard Price', 'Martin Scorsese', 'Mardik Martin', 'Kent Jones', 'Jay Cocks', 'Nicholas Pileggi', 'Woody Allen', 'Nikos Kazantzakis', 'Ernest K. Gann', 'Jake LaMotta', 'Ben L. Reitman', 'Dennis Lehane', 'Joe Connelly', 'Edith Wharton', 'Melissa Mathison', 'John D. MacDonald', 'Sofia Coppola', 'Francis Ford Coppola', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'Robert Getchell', 'James R. Webb', 'Paul Schrader', 'William Monahan', 'John Logan', 'Brian Selznick', 'Joseph Minion', 'Walter Tevis', 'Jordan Belfort']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Taxi Driver --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese
Path (Raw):       Taxi Driver --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese
Neg LogProb(↓):   0.892363
Path Entropy(↓):  1.740848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jack kinney
Start Entity:     Jack Kinney
Gold Answer:      [['Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Jack Kinney --[(INV) directed_by]--> Pinocchio --[starred_actors]--> Roberto Benigni
Path (Raw):       Jack Kinney --[No Operation]--> Jack Kinney --[(INV) directed_by]--> Pinocchio --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film jungle 2 jungle were released in which years
Start Entity:     Jungle 2 Jungle
Gold Answer:      [['1995', '1997', '2001', '2012', '1992', '1989', '2010', '1991', '2004', '2006', '1994', '1999', '2002', '1987', '1986', '2007']]
Predicted Ans:    2002
Predicted Path:   Jungle 2 Jungle --[starred_actors]--> Tim Allen --[(INV) starred_actors]--> Big Trouble --[release_year]--> 2002
Path (Raw):       Jungle 2 Jungle --[starred_actors]--> Tim Allen --[(INV) starred_actors]--> Big Trouble --[release_year]--> 2002
Neg LogProb(↓):   0.930193
Path Entropy(↓):  1.727328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by susan swift were in which genres
Start Entity:     Susan Swift
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Susan Swift --[(INV) starred_actors]--> Audrey Rose --[has_genre]--> Drama
Path (Raw):       Susan Swift --[No Operation]--> Susan Swift --[(INV) starred_actors]--> Audrey Rose --[has_genre]--> Drama
Neg LogProb(↓):   0.618204
Path Entropy(↓):  0.690116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did sally el hosaini write
Start Entity:     Sally El Hosaini
Gold Answer:      [['My Brother the Devil']]
Predicted Ans:    My Brother the Devil
Predicted Path:   Sally El Hosaini --[(INV) written_by]--> My Brother the Devil --[written_by]--> Sally El Hosaini --[(INV) written_by]--> My Brother the Devil
Path (Raw):       Sally El Hosaini --[(INV) written_by]--> My Brother the Devil --[written_by]--> Sally El Hosaini --[(INV) written_by]--> My Brother the Devil
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of skippy
Start Entity:     Skippy
Gold Answer:      [['Fred Astaire', 'Bing Crosby', 'Mickey Rooney', 'Judy Garland', 'Jane Powell', 'Cary Grant', 'Gary Cooper', 'Elvis Presley', 'Robert Ivers', 'Juliet Prowse', 'Danielle Darrieux', 'Susan Hart', "Erin O'Brien", 'Andy Griffith', 'Myrna Loy', 'David Niven', 'George Murphy', 'Charles Laughton', 'Jerry Lewis', 'Dwayne Hickman', 'Eleanor Powell', 'Mario Lanza', 'Felicia Farr', 'George Burns', 'Kathryn Grayson', 'Vic Damone', 'Wendell Corey', 'Carole Lombard', 'George Raft', 'Henry Hull', 'Robert Taylor', 'J. Carrol Naish', 'Walter Matthau', 'Rosalind Russell', 'Vincent Price', 'Frankie Avalon', 'Spencer Tracy', 'Gracie Allen']]
Predicted Ans:    Spencer Tracy
Predicted Path:   Skippy --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[starred_actors]--> Spencer Tracy
Path (Raw):       Skippy --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[starred_actors]--> Spencer Tracy
Neg LogProb(↓):   0.201774
Path Entropy(↓):  0.749743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie kansas city confidential
Start Entity:     Kansas City Confidential
Gold Answer:      [['film noir', 'noir', 'phil karlson']]
Predicted Ans:    phil karlson
Predicted Path:   Kansas City Confidential --[has_tags]--> phil karlson --[(INV) has_tags]--> Hell to Eternity --[has_tags]--> phil karlson
Path (Raw):       Kansas City Confidential --[has_tags]--> phil karlson --[(INV) has_tags]--> Hell to Eternity --[has_tags]--> phil karlson
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for mrs. parkington
Start Entity:     Mrs. Parkington
Gold Answer:      [['Tay Garnett']]
Predicted Ans:    Tay Garnett
Predicted Path:   Mrs. Parkington --[directed_by]--> Tay Garnett --[(INV) directed_by]--> Stand-In --[directed_by]--> Tay Garnett
Path (Raw):       Mrs. Parkington --[directed_by]--> Tay Garnett --[(INV) directed_by]--> Stand-In --[directed_by]--> Tay Garnett
Neg LogProb(↓):   0.243763
Path Entropy(↓):  0.954992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for a fugitive from the past
Start Entity:     A Fugitive from the Past
Gold Answer:      [['Tsutomu Minakami']]
Predicted Ans:    Tsutomu Minakami
Predicted Path:   A Fugitive from the Past --[written_by]--> Tsutomu Minakami --[(INV) written_by]--> A Fugitive from the Past --[written_by]--> Tsutomu Minakami
Path (Raw):       A Fugitive from the Past --[written_by]--> Tsutomu Minakami --[(INV) written_by]--> A Fugitive from the Past --[written_by]--> Tsutomu Minakami
Neg LogProb(↓):   0.002875
Path Entropy(↓):  0.019671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jimi mistry appears in which movies
Start Entity:     Jimi Mistry
Gold Answer:      [['The Guru']]
Predicted Ans:    The Guru
Predicted Path:   Jimi Mistry --[(INV) starred_actors]--> The Guru --[starred_actors]--> Jimi Mistry --[(INV) starred_actors]--> The Guru
Path (Raw):       Jimi Mistry --[(INV) starred_actors]--> The Guru --[starred_actors]--> Jimi Mistry --[(INV) starred_actors]--> The Guru
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000394
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with side effects in
Start Entity:     Side Effects
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Side Effects --[starred_actors]--> Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Path (Raw):       Side Effects --[starred_actors]--> Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Neg LogProb(↓):   0.001751
Path Entropy(↓):  0.014903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of pat morita starred movies
Start Entity:     Pat Morita
Gold Answer:      [['1986', '1994', '1989']]
Predicted Ans:    1989
Predicted Path:   Pat Morita --[(INV) starred_actors]--> Collision Course --[release_year]--> 1989
Path (Raw):       Pat Morita --[No Operation]--> Pat Morita --[(INV) starred_actors]--> Collision Course --[release_year]--> 1989
Neg LogProb(↓):   0.708285
Path Entropy(↓):  0.797763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for destination moon
Start Entity:     Destination Moon
Gold Answer:      [['Irving Pichel']]
Predicted Ans:    Irving Pichel
Predicted Path:   Destination Moon --[directed_by]--> Irving Pichel --[(INV) directed_by]--> Something in the Wind --[directed_by]--> Irving Pichel
Path (Raw):       Destination Moon --[directed_by]--> Irving Pichel --[(INV) directed_by]--> Something in the Wind --[directed_by]--> Irving Pichel
Neg LogProb(↓):   0.579861
Path Entropy(↓):  0.990123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in lockdown
Start Entity:     Lockdown
Gold Answer:      [['Christopher Scott Cherot', 'Rick Famuyiwa', 'Michael Martin', 'Dave Meyers']]
Predicted Ans:    Dave Meyers
Predicted Path:   Lockdown --[starred_actors]--> Master P --[(INV) starred_actors]--> Foolish --[directed_by]--> Dave Meyers
Path (Raw):       Lockdown --[starred_actors]--> Master P --[(INV) starred_actors]--> Foolish --[directed_by]--> Dave Meyers
Neg LogProb(↓):   0.530110
Path Entropy(↓):  0.743018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote from the life of the marionettes
Start Entity:     From the Life of the Marionettes
Gold Answer:      [['Swedish', 'English', 'German']]
Predicted Ans:    Swedish
Predicted Path:   From the Life of the Marionettes --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[in_language]--> Swedish
Path (Raw):       From the Life of the Marionettes --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[in_language]--> Swedish
Neg LogProb(↓):   0.891106
Path Entropy(↓):  1.548372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in twice - told tales also appears in which films
Start Entity:     Twice-Told Tales
Gold Answer:      [['The Bribe', 'House of Wax', 'The Tingler', 'The Comedy of Terrors', 'Cry of the Banshee', 'The Tomb of Ligeia', 'Dr. Goldfoot and the Bikini Machine', 'Madhouse', 'Vincent', 'The Abominable Dr. Phibes', 'The Monster Club', 'The Bat', 'The Masque of the Red Death', 'Witchfinder General', 'Dr. Phibes Rises Again', 'The Raven', 'The Baron of Arizona', 'House on Haunted Hill', 'The Invisible Man Returns', 'The Mad Magician', 'Leave Her to Heaven', 'Theatre of Blood', 'The Keys of the Kingdom', 'Dr. Goldfoot and the Girl Bombs', 'House of Usher', 'His Kind of Woman', 'Dragonwyck', 'Bloodbath at the House of Death', 'The Whales of August', 'The Last Man on Earth', 'Diary of a Madman', 'The House of the Seven Gables', 'The Haunted Palace', 'Laura', 'The Long Night', 'Tales of Terror', 'Champagne for Caesar', 'The Oblong Box']]
Predicted Ans:    The Raven
Predicted Path:   Twice-Told Tales --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven
Path (Raw):       Twice-Told Tales --[starred_actors]--> Vincent Price --[No Operation]--> Vincent Price --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   0.773033
Path Entropy(↓):  1.415869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the pursuit of happiness
Start Entity:     The Pursuit of Happiness
Gold Answer:      [['1962', '1988', '1963', '1978', '1972', '1957', '1971', '1960', '1991', '1982', '1965', '1967', '1961']]
Predicted Ans:    1965
Predicted Path:   The Pursuit of Happiness --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall --[release_year]--> 1965
Path (Raw):       The Pursuit of Happiness --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall --[release_year]--> 1965
Neg LogProb(↓):   1.466519
Path Entropy(↓):  2.210065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in brokeback mountain
Start Entity:     Brokeback Mountain
Gold Answer:      [['1970', '2008', '2003', '2006', '1985', '2007', '1968', '1998', '2009', '2004', '2014', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2012', '2011', '2013', '2000', '1997', '1975', '2005', '1991', '1999', '1987']]
Predicted Ans:    1999
Predicted Path:   Brokeback Mountain --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> 10 Things I Hate About You --[release_year]--> 1999
Path (Raw):       Brokeback Mountain --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> 10 Things I Hate About You --[release_year]--> 1999
Neg LogProb(↓):   0.983507
Path Entropy(↓):  2.026142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by abraham polonsky fall under
Start Entity:     Abraham Polonsky
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Abraham Polonsky --[(INV) written_by]--> Madigan --[has_genre]--> Drama
Path (Raw):       Abraham Polonsky --[No Operation]--> Abraham Polonsky --[(INV) written_by]--> Madigan --[has_genre]--> Drama
Neg LogProb(↓):   0.122983
Path Entropy(↓):  0.375459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor daniela rocca is a co - star of who
Start Entity:     Daniela Rocca
Gold Answer:      [['Leopoldo Trieste', 'Stefania Sandrelli', 'Marcello Mastroianni']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Daniela Rocca --[(INV) starred_actors]--> Divorce Italian Style --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Daniela Rocca --[No Operation]--> Daniela Rocca --[(INV) starred_actors]--> Divorce Italian Style --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.653904
Path Entropy(↓):  1.209032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in hyde park on hudson
Start Entity:     Hyde Park on Hudson
Gold Answer:      [['Bill Murray', 'Laura Linney']]
Predicted Ans:    Bill Murray
Predicted Path:   Hyde Park on Hudson --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Meatballs --[starred_actors]--> Bill Murray
Path (Raw):       Hyde Park on Hudson --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Meatballs --[starred_actors]--> Bill Murray
Neg LogProb(↓):   0.006553
Path Entropy(↓):  0.050802
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the sundowners
Start Entity:     The Sundowners
Gold Answer:      [['Marsha Hunt', 'Richard Carlson', 'Barbara Stanwyck', 'Ava Gardner', 'Tom Selleck', 'Bess Armstrong', 'James Cagney', 'Wilford Brimley', 'Janis Paige', 'Doris Day', 'Van Heflin', 'David Niven', 'Spring Byington', 'Cameron Mitchell', 'Dick Van Dyke', 'Barbara Feldon', 'James Mason', 'Barbra Streisand']]
Predicted Ans:    David Niven
Predicted Path:   The Sundowners --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Path (Raw):       The Sundowners --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Neg LogProb(↓):   0.131938
Path Entropy(↓):  0.425243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of arnaud d'usseau
Start Entity:     Arnaud d'Usseau
Gold Answer:      [['Julian Zimet']]
Predicted Ans:    Arnaud d'Usseau
Predicted Path:   Arnaud d'Usseau --[(INV) written_by]--> Horror Express --[written_by]--> Arnaud d'Usseau
Path (Raw):       Arnaud d'Usseau --[No Operation]--> Arnaud d'Usseau --[(INV) written_by]--> Horror Express --[written_by]--> Arnaud d'Usseau
Neg LogProb(↓):   0.091687
Path Entropy(↓):  0.301850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies written by the writer of the wedding director
Start Entity:     The Wedding Director
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Wedding Director --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Good Morning, Night --[in_language]--> Italian
Path (Raw):       The Wedding Director --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Good Morning, Night --[in_language]--> Italian
Neg LogProb(↓):   0.008000
Path Entropy(↓):  0.052652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the beguiled were directed by who
Start Entity:     The Beguiled
Gold Answer:      [['Delmer Daves', 'Henry Koster']]
Predicted Ans:    Henry Koster
Predicted Path:   The Beguiled --[written_by]--> Albert Maltz --[(INV) written_by]--> The Robe --[directed_by]--> Henry Koster
Path (Raw):       The Beguiled --[written_by]--> Albert Maltz --[(INV) written_by]--> The Robe --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.636993
Path Entropy(↓):  0.719903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films real life are written by who
Start Entity:     Real Life
Gold Answer:      [['Albert Brooks', 'Monica Mcgowan Johnson']]
Predicted Ans:    Albert Brooks
Predicted Path:   Real Life --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[written_by]--> Albert Brooks
Path (Raw):       Real Life --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[written_by]--> Albert Brooks
Neg LogProb(↓):   0.062472
Path Entropy(↓):  0.276457
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by jeff kanew fall under
Start Entity:     Jeff Kanew
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Jeff Kanew --[(INV) directed_by]--> Gotcha! --[has_genre]--> Comedy
Path (Raw):       Jeff Kanew --[No Operation]--> Jeff Kanew --[(INV) directed_by]--> Gotcha! --[has_genre]--> Comedy
Neg LogProb(↓):   0.007366
Path Entropy(↓):  0.049377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the odd couple
Start Entity:     The Odd Couple
Gold Answer:      [['The Out-of-Towners', 'California Suite', 'Plaza Suite', 'The Lonely Guy', 'Murder by Death', 'The Marrying Man', 'Seems Like Old Times', 'The Sunshine Boys', 'Brighton Beach Memoirs', 'The Heartbreak Kid', 'After the Fox', 'The Cheap Detective', 'Sweet Charity', 'Lost in Yonkers', 'Chapter Two', 'The Goodbye Girl', 'The Odd Couple II', 'Last of the Red Hot Lovers', 'Barefoot in the Park', 'Only When I Laugh', 'Come Blow Your Horn', "The Slugger's Wife", 'Biloxi Blues', 'Max Dugan Returns']]
Predicted Ans:    After the Fox
Predicted Path:   The Odd Couple --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox
Path (Raw):       The Odd Couple --[No Operation]--> The Odd Couple --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox
Neg LogProb(↓):   0.913209
Path Entropy(↓):  1.881168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by bad ronald actors
Start Entity:     Bad Ronald
Gold Answer:      [['Murray Schisgal', 'Bill Froehlich', 'Mark Lisson', 'Greg H. Sims', 'Dana Escalante', 'Larry Gelbart', 'Lawrence Lasker', 'Walter F. Parkes', 'Ken Shapiro', 'John Boorman', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Ken Shapiro
Predicted Path:   Bad Ronald --[starred_actors]--> Dabney Coleman --[(INV) starred_actors]--> Modern Problems --[written_by]--> Ken Shapiro
Path (Raw):       Bad Ronald --[starred_actors]--> Dabney Coleman --[(INV) starred_actors]--> Modern Problems --[written_by]--> Ken Shapiro
Neg LogProb(↓):   0.780413
Path Entropy(↓):  0.846529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie i was a communist for the fbi
Start Entity:     I Was a Communist for the FBI
Gold Answer:      [['Thomas Walsh', 'Jo Pagano', 'Robert A. Granger', 'Rian James', 'Oscar Millard', 'Albert Beich']]
Predicted Ans:    Robert A. Granger
Predicted Path:   I Was a Communist for the FBI --[starred_actors]--> Philip Carey --[(INV) starred_actors]--> Gun Fury --[written_by]--> Robert A. Granger
Path (Raw):       I Was a Communist for the FBI --[starred_actors]--> Philip Carey --[(INV) starred_actors]--> Gun Fury --[written_by]--> Robert A. Granger
Neg LogProb(↓):   0.089168
Path Entropy(↓):  0.394941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for aria
Start Entity:     Aria
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Aria --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Aria --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000227
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the long weekend
Start Entity:     The Long Weekend
Gold Answer:      [['John Stimpson', 'Roger Kumble', 'John McTiernan', 'Norman Jewison', 'Jeff Burr', 'Chris Weitz', 'Mark Piznarski']]
Predicted Ans:    Jeff Burr
Predicted Path:   The Long Weekend --[starred_actors]--> Chandra West --[(INV) starred_actors]--> Puppet Master 4 --[directed_by]--> Jeff Burr
Path (Raw):       The Long Weekend --[starred_actors]--> Chandra West --[(INV) starred_actors]--> Puppet Master 4 --[directed_by]--> Jeff Burr
Neg LogProb(↓):   0.056732
Path Entropy(↓):  0.248932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of automata
Start Entity:     Autómata
Gold Answer:      [['Gabe Ibáñez']]
Predicted Ans:    Gabe Ibáñez
Predicted Path:   Autómata --[directed_by]--> Gabe Ibáñez --[(INV) directed_by]--> Autómata --[directed_by]--> Gabe Ibáñez
Path (Raw):       Autómata --[directed_by]--> Gabe Ibáñez --[(INV) directed_by]--> Autómata --[directed_by]--> Gabe Ibáñez
Neg LogProb(↓):   0.000523
Path Entropy(↓):  0.004728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by striking distance actors
Start Entity:     Striking Distance
Gold Answer:      [['English', 'Spanish', 'German']]
Predicted Ans:    English
Predicted Path:   Striking Distance --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Path (Raw):       Striking Distance --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.106215
Path Entropy(↓):  0.327396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for yentl
Start Entity:     Yentl
Gold Answer:      [['Barbra Streisand']]
Predicted Ans:    Barbra Streisand
Predicted Path:   Yentl --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> Yentl --[directed_by]--> Barbra Streisand
Path (Raw):       Yentl --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> Yentl --[directed_by]--> Barbra Streisand
Neg LogProb(↓):   0.607990
Path Entropy(↓):  0.735628
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by paz alicia garciadiego
Start Entity:     Paz Alicia Garciadiego
Gold Answer:      [['Arturo Ripstein']]
Predicted Ans:    Arturo Ripstein
Predicted Path:   Paz Alicia Garciadiego --[(INV) written_by]--> Deep Crimson --[directed_by]--> Arturo Ripstein
Path (Raw):       Paz Alicia Garciadiego --[No Operation]--> Paz Alicia Garciadiego --[(INV) written_by]--> Deep Crimson --[directed_by]--> Arturo Ripstein
Neg LogProb(↓):   0.001734
Path Entropy(↓):  0.012748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with assault on wall street in
Start Entity:     Assault on Wall Street
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Assault on Wall Street --[written_by]--> Uwe Boll --[(INV) written_by]--> Blackwoods --[in_language]--> English
Path (Raw):       Assault on Wall Street --[written_by]--> Uwe Boll --[(INV) written_by]--> Blackwoods --[in_language]--> English
Neg LogProb(↓):   0.000806
Path Entropy(↓):  0.006616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote scream 4
Start Entity:     Scream 4
Gold Answer:      [['Horror', 'Mystery', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Scream 4 --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[has_genre]--> Horror
Path (Raw):       Scream 4 --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[has_genre]--> Horror
Neg LogProb(↓):   0.337586
Path Entropy(↓):  1.093894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was robin cook the writer of
Start Entity:     Robin Cook
Gold Answer:      [['Sphinx', 'Coma']]
Predicted Ans:    Sphinx
Predicted Path:   Robin Cook --[(INV) written_by]--> Sphinx --[written_by]--> John Byrum --[(INV) written_by]--> Sphinx
Path (Raw):       Robin Cook --[(INV) written_by]--> Sphinx --[written_by]--> John Byrum --[(INV) written_by]--> Sphinx
Neg LogProb(↓):   0.133273
Path Entropy(↓):  0.545527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed flirting with disaster
Start Entity:     Flirting with Disaster
Gold Answer:      [['Eric Warren Singer', 'Matthew Quick', 'David O. Russell', 'Jeff Baena', 'John Ridley']]
Predicted Ans:    David O. Russell
Predicted Path:   Flirting with Disaster --[directed_by]--> David O. Russell --[(INV) directed_by]--> American Hustle --[written_by]--> David O. Russell
Path (Raw):       Flirting with Disaster --[directed_by]--> David O. Russell --[(INV) directed_by]--> American Hustle --[written_by]--> David O. Russell
Neg LogProb(↓):   0.353136
Path Entropy(↓):  0.850742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of susan slept here
Start Entity:     Susan Slept Here
Gold Answer:      [['Will Success Spoil Rock Hunter?', 'Son of Paleface', "The Girl Can't Help It", 'Caprice', 'The Glass Bottom Boat', 'The Disorderly Orderly']]
Predicted Ans:    The Girl Can't Help It
Predicted Path:   Susan Slept Here --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It
Path (Raw):       Susan Slept Here --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It --[No Operation]--> The Girl Can't Help It
Neg LogProb(↓):   0.411066
Path Entropy(↓):  0.675082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of sister kenny were directed by who
Start Entity:     Sister Kenny
Gold Answer:      [['Sidney Lumet', 'Sam Wood', 'Dudley Nichols', 'John Ford', 'Richard Boleslawski', 'Leo McCarey', 'Elia Kazan', 'Howard Hawks', 'Gordon Douglas']]
Predicted Ans:    Leo McCarey
Predicted Path:   Sister Kenny --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[directed_by]--> Leo McCarey
Path (Raw):       Sister Kenny --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.586023
Path Entropy(↓):  1.255385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of occident starred who
Start Entity:     Occident
Gold Answer:      [['Cosmina Stratan', 'Cristina Flutur']]
Predicted Ans:    Cosmina Stratan
Predicted Path:   Occident --[written_by]--> Cristian Mungiu --[(INV) written_by]--> Beyond the Hills --[starred_actors]--> Cosmina Stratan
Path (Raw):       Occident --[written_by]--> Cristian Mungiu --[(INV) written_by]--> Beyond the Hills --[starred_actors]--> Cosmina Stratan
Neg LogProb(↓):   0.155450
Path Entropy(↓):  0.479269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with batman returns in
Start Entity:     Batman Returns
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Batman Returns --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Batman Returns --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.003440
Path Entropy(↓):  0.025127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by charlee danielson
Start Entity:     Charlee Danielson
Gold Answer:      [['Frank Henenlotter', 'R.A. The Rugged Man']]
Predicted Ans:    Frank Henenlotter
Predicted Path:   Charlee Danielson --[(INV) starred_actors]--> Bad Biology --[written_by]--> Frank Henenlotter
Path (Raw):       Charlee Danielson --[No Operation]--> Charlee Danielson --[(INV) starred_actors]--> Bad Biology --[written_by]--> Frank Henenlotter
Neg LogProb(↓):   0.000408
Path Entropy(↓):  0.003617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by laurent vachaud release
Start Entity:     Laurent Vachaud
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Laurent Vachaud --[(INV) written_by]--> Female Agents --[release_year]--> 2008
Path (Raw):       Laurent Vachaud --[No Operation]--> Laurent Vachaud --[(INV) written_by]--> Female Agents --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of willow
Start Entity:     Willow
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Willow --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[has_genre]--> Adventure
Path (Raw):       Willow --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[has_genre]--> Adventure
Neg LogProb(↓):   1.030941
Path Entropy(↓):  1.679825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by tina valinsky
Start Entity:     Tina Valinsky
Gold Answer:      [['Jonathan Aube', 'Alexa Jago', 'David Rosen']]
Predicted Ans:    Alexa Jago
Predicted Path:   Tina Valinsky --[(INV) written_by]--> Soft Toilet Seats --[starred_actors]--> Alexa Jago
Path (Raw):       Tina Valinsky --[No Operation]--> Tina Valinsky --[(INV) written_by]--> Soft Toilet Seats --[starred_actors]--> Alexa Jago
Neg LogProb(↓):   0.003439
Path Entropy(↓):  0.024363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director kelly asbury
Start Entity:     Kelly Asbury
Gold Answer:      [['Mike Myers', 'Eddie Murphy', 'Julie Andrews', 'Cameron Diaz']]
Predicted Ans:    Julie Andrews
Predicted Path:   Kelly Asbury --[(INV) directed_by]--> Shrek 2 --[starred_actors]--> Julie Andrews
Path (Raw):       Kelly Asbury --[No Operation]--> Kelly Asbury --[(INV) directed_by]--> Shrek 2 --[starred_actors]--> Julie Andrews
Neg LogProb(↓):   0.831478
Path Entropy(↓):  1.038481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with w. somerset maugham
Start Entity:     W. Somerset Maugham
Gold Answer:      [['Isabelle Adjani', 'Maggie Smith', 'Alan Bates', 'Anthony Higgins']]
Predicted Ans:    Maggie Smith
Predicted Path:   W. Somerset Maugham --[(INV) starred_actors]--> Quartet --[starred_actors]--> Maggie Smith
Path (Raw):       W. Somerset Maugham --[No Operation]--> W. Somerset Maugham --[(INV) starred_actors]--> Quartet --[starred_actors]--> Maggie Smith
Neg LogProb(↓):   0.779845
Path Entropy(↓):  0.926355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of triumph of the will
Start Entity:     Triumph of the Will
Gold Answer:      [['The Blue Light']]
Predicted Ans:    Triumph of the Will
Predicted Path:   Triumph of the Will --[written_by]--> Leni Riefenstahl --[(INV) written_by]--> Triumph of the Will
Path (Raw):       Triumph of the Will --[No Operation]--> Triumph of the Will --[written_by]--> Leni Riefenstahl --[(INV) written_by]--> Triumph of the Will
Neg LogProb(↓):   0.631813
Path Entropy(↓):  1.048841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies that share actors with all together in
Start Entity:     All Together
Gold Answer:      [['French', 'English', 'Italian', 'German', 'Latin', 'Spanish']]
Predicted Ans:    French
Predicted Path:   All Together --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[in_language]--> French
Path (Raw):       All Together --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[in_language]--> French
Neg LogProb(↓):   0.260725
Path Entropy(↓):  0.729842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by andrew kevin walker were directed by who
Start Entity:     Andrew Kevin Walker
Gold Answer:      [['Joe Johnston', 'Tim Burton']]
Predicted Ans:    Tim Burton
Predicted Path:   Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow --[directed_by]--> Tim Burton
Path (Raw):       Andrew Kevin Walker --[No Operation]--> Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.040787
Path Entropy(↓):  0.167838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by the desert trail actors
Start Entity:     The Desert Trail
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Desert Trail --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[has_genre]--> Western
Path (Raw):       The Desert Trail --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[has_genre]--> Western
Neg LogProb(↓):   1.982749
Path Entropy(↓):  3.102629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of divine secrets of the ya - ya sisterhood
Start Entity:     Divine Secrets of the Ya-Ya Sisterhood
Gold Answer:      [['Mad Money']]
Predicted Ans:    Divine Secrets of the Ya-Ya Sisterhood
Predicted Path:   Divine Secrets of the Ya-Ya Sisterhood --[directed_by]--> Callie Khouri --[(INV) directed_by]--> Divine Secrets of the Ya-Ya Sisterhood
Path (Raw):       Divine Secrets of the Ya-Ya Sisterhood --[directed_by]--> Callie Khouri --[(INV) directed_by]--> Divine Secrets of the Ya-Ya Sisterhood --[No Operation]--> Divine Secrets of the Ya-Ya Sisterhood
Neg LogProb(↓):   0.000265
Path Entropy(↓):  0.002468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in not of this earth
Start Entity:     Not of This Earth
Gold Answer:      [['Arthur Roberts', 'Traci Lords', 'Ace Mask', 'Lenny Juliano']]
Predicted Ans:    Arthur Roberts
Predicted Path:   Not of This Earth --[starred_actors]--> Arthur Roberts --[(INV) starred_actors]--> Not of This Earth --[starred_actors]--> Arthur Roberts
Path (Raw):       Not of This Earth --[starred_actors]--> Arthur Roberts --[(INV) starred_actors]--> Not of This Earth --[starred_actors]--> Arthur Roberts
Neg LogProb(↓):   0.003131
Path Entropy(↓):  0.024395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jørgen leth wrote films together with who
Start Entity:     Jørgen Leth
Gold Answer:      [['Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Jørgen Leth --[(INV) written_by]--> The Five Obstructions --[written_by]--> Lars von Trier
Path (Raw):       Jørgen Leth --[No Operation]--> Jørgen Leth --[(INV) written_by]--> The Five Obstructions --[written_by]--> Lars von Trier
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor nell potts acted together with who
Start Entity:     Nell Potts
Gold Answer:      [['Joanne Woodward', 'Roberta Wallach']]
Predicted Ans:    Nell Potts
Predicted Path:   Nell Potts --[(INV) starred_actors]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[starred_actors]--> Nell Potts
Path (Raw):       Nell Potts --[No Operation]--> Nell Potts --[(INV) starred_actors]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[starred_actors]--> Nell Potts
Neg LogProb(↓):   0.368518
Path Entropy(↓):  0.645490
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who's the writer of life without dick
Start Entity:     Life Without Dick
Gold Answer:      [['Bix Skahill']]
Predicted Ans:    Bix Skahill
Predicted Path:   Life Without Dick --[written_by]--> Bix Skahill --[(INV) written_by]--> Life Without Dick --[written_by]--> Bix Skahill
Path (Raw):       Life Without Dick --[written_by]--> Bix Skahill --[(INV) written_by]--> Life Without Dick --[written_by]--> Bix Skahill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is forget me not
Start Entity:     Forget Me Not
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Forget Me Not --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Forget Me Not --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.230898
Path Entropy(↓):  3.649739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie madonna of the seven moons
Start Entity:     Madonna of the Seven Moons
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Madonna of the Seven Moons --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Path (Raw):       Madonna of the Seven Moons --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Neg LogProb(↓):   2.280526
Path Entropy(↓):  3.338750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with everett freeman
Start Entity:     Everett Freeman
Gold Answer:      [['Eric Hatch', 'Peter Berneis', 'Karl Tunberg', 'William Bowers', 'George S. Kaufman', 'Morrie Ryskind', 'Claude Magnier', 'James Thurber', 'Ken Englund', 'Moss Hart']]
Predicted Ans:    William Bowers
Predicted Path:   Everett Freeman --[(INV) written_by]--> My Man Godfrey --[written_by]--> William Bowers
Path (Raw):       Everett Freeman --[No Operation]--> Everett Freeman --[(INV) written_by]--> My Man Godfrey --[written_by]--> William Bowers
Neg LogProb(↓):   0.818275
Path Entropy(↓):  1.461507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in badman's territory
Start Entity:     Badman's Territory
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Badman's Territory --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Badman's Territory --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.840711
Path Entropy(↓):  1.238143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by marlon wayans
Start Entity:     marlon wayans
Gold Answer:      [['Requiem for a Dream']]
Predicted Ans:    Alice Doesn't Live Here Anymore
Predicted Path:   marlon wayans --[(INV) has_tags]--> Requiem for a Dream --[has_tags]--> ellen burstyn --[(INV) has_tags]--> Alice Doesn't Live Here Anymore
Path (Raw):       marlon wayans --[(INV) has_tags]--> Requiem for a Dream --[has_tags]--> ellen burstyn --[(INV) has_tags]--> Alice Doesn't Live Here Anymore
Neg LogProb(↓):   0.531554
Path Entropy(↓):  0.693862
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by the the haunted mansion director
Start Entity:     The Haunted Mansion
Gold Answer:      [['Mandarin', 'English']]
Predicted Ans:    English
Predicted Path:   The Haunted Mansion --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[in_language]--> English
Path (Raw):       The Haunted Mansion --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[in_language]--> English
Neg LogProb(↓):   0.024408
Path Entropy(↓):  0.121903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by alan dale were released in which years
Start Entity:     Alan Dale
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Alan Dale --[(INV) starred_actors]--> Doomsday Prophecy --[release_year]--> 2011
Path (Raw):       Alan Dale --[No Operation]--> Alan Dale --[(INV) starred_actors]--> Doomsday Prophecy --[release_year]--> 2011
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by david field
Start Entity:     David Field
Gold Answer:      [['Gregor Jordan', 'Andrew Dominik']]
Predicted Ans:    Gregor Jordan
Predicted Path:   David Field --[(INV) starred_actors]--> Two Hands --[directed_by]--> Gregor Jordan
Path (Raw):       David Field --[No Operation]--> David Field --[(INV) starred_actors]--> Two Hands --[directed_by]--> Gregor Jordan
Neg LogProb(↓):   0.011400
Path Entropy(↓):  0.062051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by tony anthony starred which actors
Start Entity:     Tony Anthony
Gold Answer:      [['Ana Obregón', 'Victoria Abril', 'Gene Quintano']]
Predicted Ans:    Gene Quintano
Predicted Path:   Tony Anthony --[(INV) written_by]--> Comin' at Ya! --[starred_actors]--> Gene Quintano
Path (Raw):       Tony Anthony --[No Operation]--> Tony Anthony --[(INV) written_by]--> Comin' at Ya! --[starred_actors]--> Gene Quintano
Neg LogProb(↓):   0.648399
Path Entropy(↓):  1.040730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the secret garden starred who
Start Entity:     The Secret Garden
Gold Answer:      [['Alec Guinness', 'Shirley Temple', 'Louis Jourdan', 'Van Heflin', 'Eric Porter', 'John Wayne', 'Laurence Olivier', 'Charlton Heston', 'Jennifer Jones', 'Phil Silvers', 'Liesel Matthews', 'Eleanor Bron', 'Dolores Costello', 'Jean Arthur', 'Isabelle Huppert', 'James Mason', 'Freddie Bartholomew', 'Liam Cunningham']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   The Secret Garden --[written_by]--> Robert Ardrey --[(INV) written_by]--> Madame Bovary --[starred_actors]--> Isabelle Huppert
Path (Raw):       The Secret Garden --[written_by]--> Robert Ardrey --[(INV) written_by]--> Madame Bovary --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.348734
Path Entropy(↓):  1.041595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film becket
Start Entity:     Becket
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Becket --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Becket --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.319558
Path Entropy(↓):  4.638448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the'human'factor
Start Entity:     The 'Human' Factor
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The 'Human' Factor --[starred_actors]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon --[in_language]--> English
Path (Raw):       The 'Human' Factor --[starred_actors]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon --[in_language]--> English
Neg LogProb(↓):   0.018113
Path Entropy(↓):  0.089950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film forever young were released in which years
Start Entity:     Forever Young
Gold Answer:      [['2001', '2008', '1989', '1959', '1996', '1982', '1985', '1994', '1999', '1981', '1986', '1977']]
Predicted Ans:    2008
Predicted Path:   Forever Young --[directed_by]--> Steve Miner --[(INV) directed_by]--> House --[release_year]--> 2008
Path (Raw):       Forever Young --[directed_by]--> Steve Miner --[(INV) directed_by]--> House --[release_year]--> 2008
Neg LogProb(↓):   0.764566
Path Entropy(↓):  1.574057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film visiting hours
Start Entity:     Visiting Hours
Gold Answer:      [['Brian Taggert']]
Predicted Ans:    Brian Taggert
Predicted Path:   Visiting Hours --[written_by]--> Brian Taggert --[(INV) written_by]--> Of Unknown Origin --[written_by]--> Brian Taggert
Path (Raw):       Visiting Hours --[written_by]--> Brian Taggert --[(INV) written_by]--> Of Unknown Origin --[written_by]--> Brian Taggert
Neg LogProb(↓):   0.031965
Path Entropy(↓):  0.139820
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film the ice storm
Start Entity:     The Ice Storm
Gold Answer:      [['funny', 'criterion', 'drama', 'dvd', '1970s', 'sigourney weaver', 'moody', 'elijah wood', 'tobey maguire', 'christina ricci', 'ang lee', 'thanksgiving']]
Predicted Ans:    moody
Predicted Path:   The Ice Storm --[has_tags]--> moody --[(INV) has_tags]--> The Ice Storm --[has_tags]--> moody
Path (Raw):       The Ice Storm --[has_tags]--> moody --[(INV) has_tags]--> The Ice Storm --[has_tags]--> moody
Neg LogProb(↓):   0.001003
Path Entropy(↓):  0.008931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie in her shoes
Start Entity:     In Her Shoes
Gold Answer:      [['Toni Collette', 'Cameron Diaz']]
Predicted Ans:    Toni Collette
Predicted Path:   In Her Shoes --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> The Dead Girl --[starred_actors]--> Toni Collette
Path (Raw):       In Her Shoes --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> The Dead Girl --[starred_actors]--> Toni Collette
Neg LogProb(↓):   0.033559
Path Entropy(↓):  0.167730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the maze director release
Start Entity:     The Maze
Gold Answer:      [['1951', '1940', '1936', '1953', '1986']]
Predicted Ans:    2010
Predicted Path:   The Maze --[directed_by]--> Stephen Shimek --[(INV) directed_by]--> The Maze --[release_year]--> 2010
Path (Raw):       The Maze --[directed_by]--> Stephen Shimek --[(INV) directed_by]--> The Maze --[release_year]--> 2010
Neg LogProb(↓):   0.511001
Path Entropy(↓):  0.785101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was ernest pascal the writer of
Start Entity:     Ernest Pascal
Gold Answer:      [['Wee Willie Winkie']]
Predicted Ans:    Wee Willie Winkie
Predicted Path:   Ernest Pascal --[(INV) written_by]--> Wee Willie Winkie --[written_by]--> Ernest Pascal --[(INV) written_by]--> Wee Willie Winkie
Path (Raw):       Ernest Pascal --[(INV) written_by]--> Wee Willie Winkie --[written_by]--> Ernest Pascal --[(INV) written_by]--> Wee Willie Winkie
Neg LogProb(↓):   0.106229
Path Entropy(↓):  0.364283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by richard claus in
Start Entity:     Richard Claus
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Richard Claus --[(INV) written_by]--> The Thief Lord --[has_genre]--> Family
Path (Raw):       Richard Claus --[No Operation]--> Richard Claus --[(INV) written_by]--> The Thief Lord --[has_genre]--> Family
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by moira shearer
Start Entity:     Moira Shearer
Gold Answer:      [['Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Moira Shearer --[(INV) starred_actors]--> The Tales of Hoffmann --[written_by]--> Michael Powell
Path (Raw):       Moira Shearer --[No Operation]--> Moira Shearer --[(INV) starred_actors]--> The Tales of Hoffmann --[written_by]--> Michael Powell
Neg LogProb(↓):   0.003719
Path Entropy(↓):  0.024478
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by megan griffiths were directed by who
Start Entity:     Megan Griffiths
Gold Answer:      [['Michael Hofmann']]
Predicted Ans:    Chong Kim
Predicted Path:   Megan Griffiths --[(INV) directed_by]--> Eden --[written_by]--> Chong Kim
Path (Raw):       Megan Griffiths --[No Operation]--> Megan Griffiths --[(INV) directed_by]--> Eden --[written_by]--> Chong Kim
Neg LogProb(↓):   0.040748
Path Entropy(↓):  0.209646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What sort of movie is cat chaser
Start Entity:     Cat Chaser
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Cat Chaser --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Cat Chaser --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.537971
Path Entropy(↓):  2.766861
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of six days seven nights
Start Entity:     Six Days Seven Nights
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Six Days Seven Nights --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       Six Days Seven Nights --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   2.112168
Path Entropy(↓):  3.169571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by robert douglas in
Start Entity:     Robert Douglas
Gold Answer:      [['Adventure', 'Romance']]
Predicted Ans:    good
Predicted Path:   Robert Douglas --[(INV) starred_actors]--> Good Morning, Miss Dove --[has_imdb_rating]--> good
Path (Raw):       Robert Douglas --[No Operation]--> Robert Douglas --[(INV) starred_actors]--> Good Morning, Miss Dove --[has_imdb_rating]--> good
Neg LogProb(↓):   0.702505
Path Entropy(↓):  0.698602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the genre of the movie life with mikey
Start Entity:     Life with Mikey
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Life with Mikey --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Life with Mikey --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.342275
Path Entropy(↓):  4.598878
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did katt williams star in
Start Entity:     Katt Williams
Gold Answer:      [['First Sunday']]
Predicted Ans:    Dangerous Ground
Predicted Path:   Katt Williams --[(INV) starred_actors]--> First Sunday --[starred_actors]--> Ice Cube --[(INV) starred_actors]--> Dangerous Ground
Path (Raw):       Katt Williams --[(INV) starred_actors]--> First Sunday --[starred_actors]--> Ice Cube --[(INV) starred_actors]--> Dangerous Ground
Neg LogProb(↓):   0.675058
Path Entropy(↓):  1.331987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was cabin boy written by
Start Entity:     Cabin Boy
Gold Answer:      [['Adam Resnick', 'Chris Elliott']]
Predicted Ans:    Chris Elliott
Predicted Path:   Cabin Boy --[written_by]--> Chris Elliott --[(INV) written_by]--> Cabin Boy --[written_by]--> Chris Elliott
Path (Raw):       Cabin Boy --[written_by]--> Chris Elliott --[(INV) written_by]--> Cabin Boy --[written_by]--> Chris Elliott
Neg LogProb(↓):   0.003321
Path Entropy(↓):  0.024486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie darkness falls released
Start Entity:     Darkness Falls
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Darkness Falls --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Darkness Falls --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.406420
Path Entropy(↓):  4.649546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with margaret colin
Start Entity:     Margaret Colin
Gold Answer:      [['Yuji Okumoto', 'James Woods']]
Predicted Ans:    James Woods
Predicted Path:   Margaret Colin --[(INV) starred_actors]--> True Believer --[starred_actors]--> James Woods
Path (Raw):       Margaret Colin --[No Operation]--> Margaret Colin --[(INV) starred_actors]--> True Believer --[starred_actors]--> James Woods
Neg LogProb(↓):   0.015173
Path Entropy(↓):  0.079420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by charlotte gray actors
Start Entity:     Charlotte Gray
Gold Answer:      [['French', 'Dutch', 'English', 'Japanese', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Charlotte Gray --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[in_language]--> German
Path (Raw):       Charlotte Gray --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[in_language]--> German
Neg LogProb(↓):   0.557305
Path Entropy(↓):  1.008397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote rio sex comedy
Start Entity:     Rio Sex Comedy
Gold Answer:      [['Jonathan Nossiter']]
Predicted Ans:    Jonathan Nossiter
Predicted Path:   Rio Sex Comedy --[written_by]--> Jonathan Nossiter --[(INV) written_by]--> Mondovino --[written_by]--> Jonathan Nossiter
Path (Raw):       Rio Sex Comedy --[written_by]--> Jonathan Nossiter --[(INV) written_by]--> Mondovino --[written_by]--> Jonathan Nossiter
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did tim krabbe write
Start Entity:     Tim Krabbé
Gold Answer:      [['The Vanishing']]
Predicted Ans:    The Vanishing
Predicted Path:   Tim Krabbé --[(INV) written_by]--> The Vanishing --[written_by]--> Tim Krabbé --[(INV) written_by]--> The Vanishing
Path (Raw):       Tim Krabbé --[(INV) written_by]--> The Vanishing --[written_by]--> Tim Krabbé --[(INV) written_by]--> The Vanishing
Neg LogProb(↓):   2.079442
Path Entropy(↓):  2.079448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the extraordinary adventures of adele blanc - sec, when was it released
Start Entity:     The Extraordinary Adventures of Adèle Blanc-Sec
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Extraordinary Adventures of Adèle Blanc-Sec --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       The Extraordinary Adventures of Adèle Blanc-Sec --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.531843
Path Entropy(↓):  4.376804
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie joe's palace released
Start Entity:     Joe's Palace
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Joe's Palace --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Joe's Palace --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.507227
Path Entropy(↓):  4.681910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of erykah badu acted films
Start Entity:     Erykah Badu
Gold Answer:      [['David Duchovny']]
Predicted Ans:    David Duchovny
Predicted Path:   Erykah Badu --[(INV) starred_actors]--> House of D --[directed_by]--> David Duchovny
Path (Raw):       Erykah Badu --[No Operation]--> Erykah Badu --[(INV) starred_actors]--> House of D --[directed_by]--> David Duchovny
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with erin gruwell
Start Entity:     Erin Gruwell
Gold Answer:      [['Freedom Writers']]
Predicted Ans:    Erin Gruwell
Predicted Path:   Erin Gruwell --[(INV) written_by]--> Freedom Writers --[written_by]--> Erin Gruwell
Path (Raw):       Erin Gruwell --[No Operation]--> Erin Gruwell --[(INV) written_by]--> Freedom Writers --[written_by]--> Erin Gruwell
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What topics is sabrina about
Start Entity:     Sabrina
Gold Answer:      [['drama', 'harrison ford', 'greg kinnear', 'remake', 'julia ormond']]
Predicted Ans:    billy wilder
Predicted Path:   Sabrina --[has_tags]--> billy wilder --[(INV) has_tags]--> Love in the Afternoon --[has_tags]--> billy wilder
Path (Raw):       Sabrina --[has_tags]--> billy wilder --[(INV) has_tags]--> Love in the Afternoon --[has_tags]--> billy wilder
Neg LogProb(↓):   0.507807
Path Entropy(↓):  0.718333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the calendar girl director release
Start Entity:     Calendar Girl
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Calendar Girl --[directed_by]--> John Whitesell --[(INV) directed_by]--> Big Momma's House 2 --[release_year]--> 2006
Path (Raw):       Calendar Girl --[directed_by]--> John Whitesell --[(INV) directed_by]--> Big Momma's House 2 --[release_year]--> 2006
Neg LogProb(↓):   0.768657
Path Entropy(↓):  1.036570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did luca fazzi write the story for
Start Entity:     Luca Fazzi
Gold Answer:      [['Tiresia']]
Predicted Ans:    Tiresia
Predicted Path:   Luca Fazzi --[(INV) written_by]--> Tiresia --[written_by]--> Luca Fazzi --[(INV) written_by]--> Tiresia
Path (Raw):       Luca Fazzi --[(INV) written_by]--> Tiresia --[written_by]--> Luca Fazzi --[(INV) written_by]--> Tiresia
Neg LogProb(↓):   0.010729
Path Entropy(↓):  0.059068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the iceman cometh
Start Entity:     The Iceman Cometh
Gold Answer:      [['Bruce Dern', 'William Forsythe', 'Scott Glenn', 'Jean Reno', 'Angela Lansbury', 'Robert Foxworth', 'Michael Gambon', 'Andrew McCarthy', 'Valeria Golino', 'Marlon Brando', 'Robert De Niro', 'Gregory Peck', 'Michael Caine', 'Jeanne Moreau', 'Alan Bates', 'Alec Baldwin', 'Warren Beatty', 'Fredric March', 'Vanity', 'Tuesday Weld', 'Robert Shaw', 'Ben Affleck', 'James Garner', 'Penelope Ann Miller', 'Yves Montand', 'Fernando Rey', 'Eva Marie Saint', 'Stellan Skarsgård', 'Natascha McElhone', 'David Thewlis', 'Thelma Ritter', 'Edward Andrews', 'Paul Scofield', 'Dina Merrill', 'Val Kilmer', 'Barbara Steele', 'Roy Scheider', 'Bob Balaban', 'Barbara Carrera', 'Janet Leigh', 'Nigel Davenport', 'Sharon Stone', 'Michael York', 'Gene Hackman', 'Burt Lancaster', 'Kirk Douglas', 'Richard Harris', 'Donald Sutherland', 'Don Johnson', 'Ava Gardner', 'Laurence Harvey', 'Armand Assante', 'Ivo Garrani', 'Fairuza Balk', 'Talia Shire', 'Frank Sinatra', 'Darren McGavin', 'John Richardson', 'Marthe Keller', 'Deborah Kerr', 'Rock Hudson']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Iceman Cometh --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       The Iceman Cometh --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.254528
Path Entropy(↓):  0.879788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by tim chambers starred who
Start Entity:     Tim Chambers
Gold Answer:      [['Carla Gugino']]
Predicted Ans:    Carla Gugino
Predicted Path:   Tim Chambers --[(INV) written_by]--> The Mighty Macs --[starred_actors]--> Carla Gugino
Path (Raw):       Tim Chambers --[No Operation]--> Tim Chambers --[(INV) written_by]--> The Mighty Macs --[starred_actors]--> Carla Gugino
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the falcon and the snowman
Start Entity:     The Falcon and the Snowman
Gold Answer:      [['Sally Field', 'Dustin Hoffman', 'John McGiver', 'Sylvia Miles', 'Kate Beckinsale', 'Robert Loggia', 'Mona Washbourne', 'Wilfred Pickles', 'Alan Bates', 'Karen Black', 'Madonna', 'Richard Gere', 'Martin Sheen', 'Glenda Jackson', 'Rupert Everett', 'Dirk Bogarde', 'William Atherton', 'Terence Stamp', 'Murray Head', 'Jon Voight', 'Laurence Olivier', 'Lisa Eichhorn', 'Roy Scheider', 'June Ritchie', 'Melanie Griffith', 'Donald Sutherland', 'Matthew Modine', 'Julie Christie', 'Laurence Harvey', 'Michael Keaton', 'William Devane', 'Tom Courtenay', 'Ed Harris', 'Vanessa Redgrave', 'Helen Shaver', 'Peter Finch', 'Benjamin Bratt']]
Predicted Ans:    Alan Bates
Predicted Path:   The Falcon and the Snowman --[directed_by]--> John Schlesinger --[(INV) directed_by]--> A Kind of Loving --[starred_actors]--> Alan Bates
Path (Raw):       The Falcon and the Snowman --[directed_by]--> John Schlesinger --[(INV) directed_by]--> A Kind of Loving --[starred_actors]--> Alan Bates
Neg LogProb(↓):   0.944708
Path Entropy(↓):  1.440297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by nevil shute released
Start Entity:     Nevil Shute
Gold Answer:      [['1951', '2000', '1959']]
Predicted Ans:    1959
Predicted Path:   Nevil Shute --[(INV) written_by]--> On the Beach --[release_year]--> 1959
Path (Raw):       Nevil Shute --[No Operation]--> Nevil Shute --[(INV) written_by]--> On the Beach --[release_year]--> 1959
Neg LogProb(↓):   1.374383
Path Entropy(↓):  1.402566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed alphabet city
Start Entity:     Alphabet City
Gold Answer:      [['1998']]
Predicted Ans:    1984
Predicted Path:   Alphabet City --[directed_by]--> Amos Poe --[(INV) directed_by]--> Alphabet City --[release_year]--> 1984
Path (Raw):       Alphabet City --[directed_by]--> Amos Poe --[(INV) directed_by]--> Alphabet City --[release_year]--> 1984
Neg LogProb(↓):   0.007700
Path Entropy(↓):  0.045032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of death becomes her
Start Entity:     Death Becomes Her
Gold Answer:      [['The Out-of-Towners', 'The River Wild', 'Protocol', 'Deceived', "There's a Girl in My Soup", 'Out of Africa', 'One True Thing', "Nobody's Fool", 'The Banger Sisters', 'The Devil Wears Prada', 'Before and After', 'The Seduction of Joe Tynan', 'Blind Date', 'Over the Hedge', 'The Sugarland Express', 'Live Free or Die Hard', "The French Lieutenant's Woman", 'Bird on a Wire', 'Bandits', 'Plenty', 'In Country', 'Overboard', 'Shampoo', 'Cop Out', "It's Complicated", 'Sunset', 'Rendition', '16 Blocks', 'Don Quixote', 'Foul Play', "Marvin's Room", 'Color of Night', 'Monte Walsh', 'Billy Bathgate', 'Mortal Thoughts', 'Private Benjamin', 'The Story of Us', 'The Whole Nine Yards', 'Doubt', "Sophie's Choice", 'Die Hard', 'Wildcats', 'Enemy', 'Unbreakable', 'The Prince', 'Hope Springs', 'Cousins', 'Hudson Hawk', 'The Giver', 'CrissCross', 'Die Hard 2', 'Alpha Dog', 'The Iron Lady', 'Lucky Number Slevin', 'Striking Distance', 'Assassination of a High School President', 'The Whole Ten Yards', 'Fantastic Mr. Fox', 'Fire with Fire', '$', 'Lions for Lambs', 'Seems Like Old Times', 'Looper', 'Best Friends', 'Vice', 'The Jackal', 'Dark Matter', 'The Living Sea', 'The Bridges of Madison County', 'The Funeral', 'Swing Shift', 'Late Bloomers', 'Dancing at Lughnasa', 'Mercury Rising', 'Still of the Night', 'Prime', 'Fearless', 'Ironweed', 'The Ant Bully', 'The Bonfire of the Vanities', 'Armageddon', 'Perfect Stranger', 'A Good Day to Die Hard', 'The First Wives Club', 'The Hours', 'Tears of the Sun', 'My Dog Tulip', 'Falling in Love', 'Setup', 'The Last Boy Scout', 'Blue Velvet', 'Heartburn', 'The Siege', 'Postcards from the Edge', "Hart's War", 'The Saddest Music in the World', 'The Cold Light of Day', 'Last Man Standing', 'The Sixth Sense', 'The Fifth Element', 'Keyhole', 'Hostage', 'Surrogates', 'Cactus Flower', 'Butterflies Are Free', 'Music of the Heart', 'She-Devil']]
Predicted Ans:    Sophie's Choice
Predicted Path:   Death Becomes Her --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice
Path (Raw):       Death Becomes Her --[starred_actors]--> Meryl Streep --[No Operation]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice
Neg LogProb(↓):   1.774241
Path Entropy(↓):  2.928284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of nicoletta braschi
Start Entity:     Nicoletta Braschi
Gold Answer:      [['Paolo Bonacelli', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Nicoletta Braschi --[(INV) starred_actors]--> Johnny Stecchino --[starred_actors]--> Roberto Benigni
Path (Raw):       Nicoletta Braschi --[No Operation]--> Nicoletta Braschi --[(INV) starred_actors]--> Johnny Stecchino --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the infidel
Start Entity:     The Infidel
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Infidel --[starred_actors]--> Igal Naor --[(INV) starred_actors]--> Green Zone --[release_year]--> 2010
Path (Raw):       The Infidel --[starred_actors]--> Igal Naor --[(INV) starred_actors]--> Green Zone --[release_year]--> 2010
Neg LogProb(↓):   0.089562
Path Entropy(↓):  0.359733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie i shot andy warhol released
Start Entity:     I Shot Andy Warhol
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   I Shot Andy Warhol --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       I Shot Andy Warhol --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.144760
Path Entropy(↓):  4.082116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by susanna fogel were in which genres
Start Entity:     Susanna Fogel
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Susanna Fogel --[(INV) written_by]--> Life Partners --[has_genre]--> Comedy
Path (Raw):       Susanna Fogel --[No Operation]--> Susanna Fogel --[(INV) written_by]--> Life Partners --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed a double life
Start Entity:     A Double Life
Gold Answer:      [['George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   A Double Life --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Path (Raw):       A Double Life --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Neg LogProb(↓):   0.155889
Path Entropy(↓):  0.497206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the blot also appears in which movies
Start Entity:     The Blot
Gold Answer:      [['Julius Caesar', 'The Prodigal', 'Blonde Crazy', 'Betrayed', 'The Asphalt Jungle', 'The Magnificent Yankee', 'The Man with a Cloak', 'The Prisoner of Zenda']]
Predicted Ans:    The Prisoner of Zenda
Predicted Path:   The Blot --[starred_actors]--> Louis Calhern --[(INV) starred_actors]--> The Prisoner of Zenda
Path (Raw):       The Blot --[starred_actors]--> Louis Calhern --[No Operation]--> Louis Calhern --[(INV) starred_actors]--> The Prisoner of Zenda
Neg LogProb(↓):   1.020944
Path Entropy(↓):  1.538927
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of higher learning also wrote which movies
Start Entity:     Higher Learning
Gold Answer:      [['Poetic Justice', 'Baby Boy', 'Boyz n the Hood', 'Shaft']]
Predicted Ans:    Shaft
Predicted Path:   Higher Learning --[written_by]--> John Singleton --[(INV) written_by]--> Shaft
Path (Raw):       Higher Learning --[written_by]--> John Singleton --[(INV) written_by]--> Shaft --[No Operation]--> Shaft
Neg LogProb(↓):   0.562748
Path Entropy(↓):  0.861465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of seven ways from sundown
Start Entity:     Seven Ways from Sundown
Gold Answer:      [['Don Siegel', 'Burt Kennedy']]
Predicted Ans:    Burt Kennedy
Predicted Path:   Seven Ways from Sundown --[written_by]--> Clair Huffaker --[(INV) written_by]--> The War Wagon --[directed_by]--> Burt Kennedy
Path (Raw):       Seven Ways from Sundown --[written_by]--> Clair Huffaker --[(INV) written_by]--> The War Wagon --[directed_by]--> Burt Kennedy
Neg LogProb(↓):   0.183754
Path Entropy(↓):  0.468209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the woman in the window
Start Entity:     The Woman in the Window
Gold Answer:      [['Fritz Lang']]
Predicted Ans:    Fritz Lang
Predicted Path:   The Woman in the Window --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Liliom --[directed_by]--> Fritz Lang
Path (Raw):       The Woman in the Window --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Liliom --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.331038
Path Entropy(↓):  0.969932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film avatar were released in which years
Start Entity:     Avatar
Gold Answer:      [['1997', '1989', '1953', '1994', '1986', '1984']]
Predicted Ans:    1986
Predicted Path:   Avatar --[directed_by]--> James Cameron --[(INV) directed_by]--> Aliens --[release_year]--> 1986
Path (Raw):       Avatar --[directed_by]--> James Cameron --[(INV) directed_by]--> Aliens --[release_year]--> 1986
Neg LogProb(↓):   0.911270
Path Entropy(↓):  1.159420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by tom tully
Start Entity:     Tom Tully
Gold Answer:      [['Raymond Chandler']]
Predicted Ans:    Raymond Chandler
Predicted Path:   Tom Tully --[(INV) starred_actors]--> Lady in the Lake --[written_by]--> Raymond Chandler
Path (Raw):       Tom Tully --[No Operation]--> Tom Tully --[(INV) starred_actors]--> Lady in the Lake --[written_by]--> Raymond Chandler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film running on empty were in which genres
Start Entity:     Running on Empty
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Running on Empty --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       Running on Empty --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   0.716517
Path Entropy(↓):  1.884504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of bob gale written movies
Start Entity:     Bob Gale
Gold Answer:      [['Joel Schumacher', 'Walter Hill', 'Steven Spielberg', 'Robert Zemeckis']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Bob Gale --[(INV) written_by]--> Back to the Future Part II --[directed_by]--> Robert Zemeckis
Path (Raw):       Bob Gale --[No Operation]--> Bob Gale --[(INV) written_by]--> Back to the Future Part II --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.487116
Path Entropy(↓):  0.727447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is death wish about
Start Entity:     Death Wish
Gold Answer:      [['charles bronson', 'vigilante', 'michael winner']]
Predicted Ans:    michael winner
Predicted Path:   Death Wish --[has_tags]--> michael winner --[(INV) has_tags]--> Lawman --[has_tags]--> michael winner
Path (Raw):       Death Wish --[has_tags]--> michael winner --[(INV) has_tags]--> Lawman --[has_tags]--> michael winner
Neg LogProb(↓):   0.390457
Path Entropy(↓):  0.754592
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie management
Start Entity:     Management
Gold Answer:      [['Steve Zahn', 'Jennifer Aniston']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Management --[directed_by]--> Stephen Belber --[(INV) directed_by]--> Management --[starred_actors]--> Jennifer Aniston
Path (Raw):       Management --[directed_by]--> Stephen Belber --[(INV) directed_by]--> Management --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.286669
Path Entropy(↓):  0.798360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of one foot in heaven
Start Entity:     One Foot in Heaven
Gold Answer:      [['Flora Robson', 'Susan Hayward', "Barbara O'Neil", 'Gary Cooper', 'Basil Rathbone', 'Tamara Toumanova', 'Claude Rains', 'Jeffrey Lynn', 'Gregory Peck', 'Howard Duff', 'Paul Henreid', 'George Murphy', 'Ann Sheridan', 'George Brent', 'Geraldine Fitzgerald', 'Dana Andrews', 'George Sanders', 'Bette Davis', 'Alan Hale', 'Ingrid Bergman', 'Olivia de Havilland', 'Joan Leslie', 'Errol Flynn', 'Robert Cummings', 'Samy Naceri', 'Michèle Morgan', 'Betty Field', 'Philip Dorn', 'Jamel Debbouze', 'Ava Gardner', 'Jean Simmons', 'Ronald Reagan', 'Charles Boyer', 'Leslie Howard', 'Roschdy Zem', 'Michael Wilding', 'Sami Bouajila', 'Humphrey Bogart', 'Rhonda Fleming']]
Predicted Ans:    Bette Davis
Predicted Path:   One Foot in Heaven --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[starred_actors]--> Bette Davis
Path (Raw):       One Foot in Heaven --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.438329
Path Entropy(↓):  1.100666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by richard gordon
Start Entity:     Richard Gordon
Gold Answer:      [['Ralph Thomas']]
Predicted Ans:    Ralph Thomas
Predicted Path:   Richard Gordon --[(INV) written_by]--> Doctor at Sea --[directed_by]--> Ralph Thomas
Path (Raw):       Richard Gordon --[No Operation]--> Richard Gordon --[(INV) written_by]--> Doctor at Sea --[directed_by]--> Ralph Thomas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie embodiment of evil
Start Entity:     Embodiment of Evil
Gold Answer:      [['José Mojica Marins']]
Predicted Ans:    José Mojica Marins
Predicted Path:   Embodiment of Evil --[starred_actors]--> José Mojica Marins --[(INV) starred_actors]--> At Midnight I'll Take Your Soul --[directed_by]--> José Mojica Marins
Path (Raw):       Embodiment of Evil --[starred_actors]--> José Mojica Marins --[(INV) starred_actors]--> At Midnight I'll Take Your Soul --[directed_by]--> José Mojica Marins
Neg LogProb(↓):   0.398706
Path Entropy(↓):  0.633363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of middle of nowhere also wrote which films
Start Entity:     Middle of Nowhere
Gold Answer:      [['Girl Most Likely']]
Predicted Ans:    Girl Most Likely
Predicted Path:   Middle of Nowhere --[written_by]--> Michelle Morgan --[(INV) written_by]--> Girl Most Likely
Path (Raw):       Middle of Nowhere --[written_by]--> Michelle Morgan --[(INV) written_by]--> Girl Most Likely --[No Operation]--> Girl Most Likely
Neg LogProb(↓):   0.125413
Path Entropy(↓):  0.385114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie stars were in which genres
Start Entity:     Stars
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Stars --[directed_by]--> Konrad Wolf --[(INV) directed_by]--> Solo Sunny --[has_genre]--> Drama
Path (Raw):       Stars --[directed_by]--> Konrad Wolf --[(INV) directed_by]--> Solo Sunny --[has_genre]--> Drama
Neg LogProb(↓):   0.000252
Path Entropy(↓):  0.002343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of eyes of laura mars also directed which films
Start Entity:     Eyes of Laura Mars
Gold Answer:      [['Up the Sandbox', 'Stakeout on Dope Street', 'Loving', 'A Fine Madness', 'Never Say Never Again', 'The Flim-Flam Man', 'RoboCop 2', 'The Return of a Man Called Horse']]
Predicted Ans:    Eyes of Laura Mars
Predicted Path:   Eyes of Laura Mars --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars
Path (Raw):       Eyes of Laura Mars --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars --[No Operation]--> Eyes of Laura Mars
Neg LogProb(↓):   0.547775
Path Entropy(↓):  1.526793
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose screenwriters also wrote bobby
Start Entity:     Bobby
Gold Answer:      [['1986', '1990', '1985', '2010']]
Predicted Ans:    1985
Predicted Path:   Bobby --[written_by]--> Emilio Estevez --[(INV) written_by]--> That Was Then... This Is Now --[release_year]--> 1985
Path (Raw):       Bobby --[written_by]--> Emilio Estevez --[(INV) written_by]--> That Was Then... This Is Now --[release_year]--> 1985
Neg LogProb(↓):   0.876800
Path Entropy(↓):  1.420000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in sleep, my love
Start Entity:     Sleep, My Love
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Sleep, My Love --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       Sleep, My Love --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.062425
Path Entropy(↓):  0.300604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in everything put together
Start Entity:     Everything Put Together
Gold Answer:      [['1998', '2000', '2009', '2005', '2010', '2004', '1973', '2006', '2002', '2013', '2007']]
Predicted Ans:    2000
Predicted Path:   Everything Put Together --[starred_actors]--> Radha Mitchell --[(INV) starred_actors]--> Pitch Black --[release_year]--> 2000
Path (Raw):       Everything Put Together --[starred_actors]--> Radha Mitchell --[(INV) starred_actors]--> Pitch Black --[release_year]--> 2000
Neg LogProb(↓):   0.751912
Path Entropy(↓):  1.166913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the soldier were released in which years
Start Entity:     The Soldier
Gold Answer:      [['1980', '1985']]
Predicted Ans:    1982
Predicted Path:   The Soldier --[written_by]--> James Glickenhaus --[(INV) written_by]--> The Soldier --[release_year]--> 1982
Path (Raw):       The Soldier --[written_by]--> James Glickenhaus --[(INV) written_by]--> The Soldier --[release_year]--> 1982
Neg LogProb(↓):   0.046680
Path Entropy(↓):  0.216724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in megamind
Start Entity:     Megamind
Gold Answer:      [['French', 'Tibetan', 'Cornish', 'German']]
Predicted Ans:    French
Predicted Path:   Megamind --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Inglourious Basterds --[in_language]--> French
Path (Raw):       Megamind --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Inglourious Basterds --[in_language]--> French
Neg LogProb(↓):   0.221810
Path Entropy(↓):  0.573337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by mickey liddell
Start Entity:     Mickey Liddell
Gold Answer:      [['John Travis', 'Rebecca Sonnenshine']]
Predicted Ans:    Mickey Liddell
Predicted Path:   Mickey Liddell --[(INV) directed_by]--> The Haunting of Molly Hartley --[directed_by]--> Mickey Liddell
Path (Raw):       Mickey Liddell --[No Operation]--> Mickey Liddell --[(INV) directed_by]--> The Haunting of Molly Hartley --[directed_by]--> Mickey Liddell
Neg LogProb(↓):   0.222665
Path Entropy(↓):  0.603145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose screenwriters also wrote the missing star
Start Entity:     The Missing Star
Gold Answer:      [['1994', '1992', '2004']]
Predicted Ans:    2006
Predicted Path:   The Missing Star --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Missing Star --[release_year]--> 2006
Path (Raw):       The Missing Star --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Missing Star --[release_year]--> 2006
Neg LogProb(↓):   0.607690
Path Entropy(↓):  1.076435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of bulworth is also the director of which films
Start Entity:     Bulworth
Gold Answer:      [['Dick Tracy', 'Heaven Can Wait', 'Reds']]
Predicted Ans:    Heaven Can Wait
Predicted Path:   Bulworth --[directed_by]--> Warren Beatty --[(INV) directed_by]--> Heaven Can Wait
Path (Raw):       Bulworth --[directed_by]--> Warren Beatty --[(INV) directed_by]--> Heaven Can Wait --[No Operation]--> Heaven Can Wait
Neg LogProb(↓):   0.114371
Path Entropy(↓):  0.450781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is forbidden
Start Entity:     Forbidden
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Forbidden --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Forbidden --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.955201
Path Entropy(↓):  4.333148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by xzibit fall under
Start Entity:     Xzibit
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Drama
Predicted Path:   Xzibit --[(INV) starred_actors]--> Gridiron Gang --[has_genre]--> Drama
Path (Raw):       Xzibit --[No Operation]--> Xzibit --[(INV) starred_actors]--> Gridiron Gang --[has_genre]--> Drama
Neg LogProb(↓):   0.002975
Path Entropy(↓):  0.020253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of maura tierney
Start Entity:     Maura Tierney
Gold Answer:      [['Adrien Brody', 'Donald Sutherland', 'André Benjamin', 'Woody Harrelson', 'Will Ferrell', 'Anthony Hopkins']]
Predicted Ans:    Adrien Brody
Predicted Path:   Maura Tierney --[(INV) starred_actors]--> Oxygen --[starred_actors]--> Adrien Brody
Path (Raw):       Maura Tierney --[No Operation]--> Maura Tierney --[(INV) starred_actors]--> Oxygen --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in a special day
Start Entity:     A Special Day
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   A Special Day --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Path (Raw):       A Special Day --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Neg LogProb(↓):   1.316333
Path Entropy(↓):  2.300689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films bonnie and clyde are written by who
Start Entity:     Bonnie and Clyde
Gold Answer:      [['Thomas Berger', 'Bima Stagg', 'Steve Tesich', 'Arthur Penn', 'Venable Herndon', 'Arlo Guthrie', 'Kelly Reichardt', 'Gore Vidal', 'Leslie Stevens', 'Jonathan Raymond', 'Julien Maury', 'William Gibson', 'Alexandre Bustillo']]
Predicted Ans:    Alexandre Bustillo
Predicted Path:   Bonnie and Clyde --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Path (Raw):       Bonnie and Clyde --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Neg LogProb(↓):   0.114295
Path Entropy(↓):  0.424508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film mr. north
Start Entity:     Mr. North
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Mr. North --[release_year]--> 1988 --[(INV) release_year]--> Things Change --[release_year]--> 1988
Path (Raw):       Mr. North --[release_year]--> 1988 --[(INV) release_year]--> Things Change --[release_year]--> 1988
Neg LogProb(↓):   3.445870
Path Entropy(↓):  4.703144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of girls just want to have fun
Start Entity:     Girls Just Want to Have Fun
Gold Answer:      [['Burt Young', 'Rodney Dangerfield', 'Sally Kellerman', 'Keith Gordon']]
Predicted Ans:    Sarah Jessica Parker
Predicted Path:   Girls Just Want to Have Fun --[directed_by]--> Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun --[starred_actors]--> Sarah Jessica Parker
Path (Raw):       Girls Just Want to Have Fun --[directed_by]--> Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun --[starred_actors]--> Sarah Jessica Parker
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of the dukes
Start Entity:     The Dukes
Gold Answer:      [['Robert Davi']]
Predicted Ans:    Robert Davi
Predicted Path:   The Dukes --[directed_by]--> Robert Davi --[(INV) directed_by]--> The Dukes --[directed_by]--> Robert Davi
Path (Raw):       The Dukes --[directed_by]--> Robert Davi --[(INV) directed_by]--> The Dukes --[directed_by]--> Robert Davi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by joseph anthony were released in which years
Start Entity:     Joseph Anthony
Gold Answer:      [['1983', '2002', '1935']]
Predicted Ans:    1935
Predicted Path:   Joseph Anthony --[(INV) written_by]--> Crime and Punishment --[release_year]--> 1935
Path (Raw):       Joseph Anthony --[No Operation]--> Joseph Anthony --[(INV) written_by]--> Crime and Punishment --[release_year]--> 1935
Neg LogProb(↓):   0.768985
Path Entropy(↓):  0.985803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for shark in venice
Start Entity:     Shark in Venice
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Shark in Venice --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Shark in Venice --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.631387
Path Entropy(↓):  3.858474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the goat starred who
Start Entity:     The Goat
Gold Answer:      [['Bob Hope', 'Rose Byrne', 'Jane Russell', 'Brendan Gleeson', 'Gene Wilder', 'Buster Keaton', 'Edward F. Cline', 'Seth Rogen', 'Adrian Dunbar', 'Cathy Moriarty', 'Kathryn Walker', 'Brown Eyes', 'Sybil Seely', 'Dan Aykroyd', 'John Belushi', 'Bonnie Hill']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Goat --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[starred_actors]--> Buster Keaton
Path (Raw):       The Goat --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.330704
Path Entropy(↓):  0.842186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed before sunrise
Start Entity:     Before Sunrise
Gold Answer:      [['Kim Krizan', 'Robert Kaplow', 'Richard Linklater', 'Ethan Hawke', 'Julie Delpy', 'Albert Dupontel', 'Eric Bogosian', 'Philip K. Dick', 'Mike White', 'Skip Hollandsworth', 'Stephen Belber', 'Eric Schlosser']]
Predicted Ans:    Philip K. Dick
Predicted Path:   Before Sunrise --[directed_by]--> Richard Linklater --[(INV) directed_by]--> A Scanner Darkly --[written_by]--> Philip K. Dick
Path (Raw):       Before Sunrise --[directed_by]--> Richard Linklater --[(INV) directed_by]--> A Scanner Darkly --[written_by]--> Philip K. Dick
Neg LogProb(↓):   0.594726
Path Entropy(↓):  1.597297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by matt orlando in
Start Entity:     Matt Orlando
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Matt Orlando --[(INV) directed_by]--> A Resurrection --[has_genre]--> Horror
Path (Raw):       Matt Orlando --[No Operation]--> Matt Orlando --[(INV) directed_by]--> A Resurrection --[has_genre]--> Horror
Neg LogProb(↓):   0.351641
Path Entropy(↓):  0.607842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film down periscope are written by who
Start Entity:     Down Periscope
Gold Answer:      [['Jeff Seeman', 'Guy Bolton', 'Marcelle Maurette', "Dan O'Bannon", 'Michael Crichton', 'Joshua Michael Stern', 'Edward Burns', 'Alex Cox', 'Sam Shepard', 'John Carlen', 'Stephen Berra', 'Ronald Shusett', 'Tom Brady', 'Rob Hedden', 'Rob Schneider', 'Phillip Borsos', 'John Wagner', 'Carlos Ezquerra', 'Bill Kerby', 'George Wing', 'Charles Willeford', 'Keith Samples', 'Bo Goldman', 'Carole Eastman', 'L.M. Kit Carson', 'Michael Meredith']]
Predicted Ans:    George Wing
Predicted Path:   Down Periscope --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[written_by]--> George Wing
Path (Raw):       Down Periscope --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[written_by]--> George Wing
Neg LogProb(↓):   0.198752
Path Entropy(↓):  0.676421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by beast from haunted cave writers release
Start Entity:     Beast from Haunted Cave
Gold Answer:      [['1995', '1988', '1957', '1960', '1959', '1961']]
Predicted Ans:    1960
Predicted Path:   Beast from Haunted Cave --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[release_year]--> 1960
Path (Raw):       Beast from Haunted Cave --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[release_year]--> 1960
Neg LogProb(↓):   1.012997
Path Entropy(↓):  1.655719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by james gilbert release
Start Entity:     James Gilbert
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   James Gilbert --[(INV) starred_actors]--> The Conspiracy --[release_year]--> 2012
Path (Raw):       James Gilbert --[No Operation]--> James Gilbert --[(INV) starred_actors]--> The Conspiracy --[release_year]--> 2012
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the chorus
Start Entity:     The Chorus
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Chorus --[directed_by]--> Christophe Barratier --[(INV) directed_by]--> The Chorus --[in_language]--> French
Path (Raw):       The Chorus --[directed_by]--> Christophe Barratier --[(INV) directed_by]--> The Chorus --[in_language]--> French
Neg LogProb(↓):   0.012388
Path Entropy(↓):  0.066381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by george o'brien were released in which years
Start Entity:     George O'Brien
Gold Answer:      [['1928', '1951']]
Predicted Ans:    1928
Predicted Path:   George O'Brien --[(INV) starred_actors]--> Noah's Ark --[release_year]--> 1928
Path (Raw):       George O'Brien --[No Operation]--> George O'Brien --[(INV) starred_actors]--> Noah's Ark --[release_year]--> 1928
Neg LogProb(↓):   0.014769
Path Entropy(↓):  0.076460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by scarlet diva writers release
Start Entity:     Scarlet Diva
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Scarlet Diva --[written_by]--> Asia Argento --[(INV) written_by]--> The Heart Is Deceitful Above All Things --[release_year]--> 2004
Path (Raw):       Scarlet Diva --[written_by]--> Asia Argento --[(INV) written_by]--> The Heart Is Deceitful Above All Things --[release_year]--> 2004
Neg LogProb(↓):   0.012467
Path Entropy(↓):  0.066714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is kuch kuch hota hai
Start Entity:     Kuch Kuch Hota Hai
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kuch Kuch Hota Hai --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Kuch Kuch Hota Hai --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.525860
Path Entropy(↓):  4.553265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with jimmy lydon
Start Entity:     Jimmy Lydon
Gold Answer:      [['Richard Arlen', 'Chester Morris']]
Predicted Ans:    Chester Morris
Predicted Path:   Jimmy Lydon --[(INV) starred_actors]--> Aerial Gunner --[starred_actors]--> Chester Morris
Path (Raw):       Jimmy Lydon --[No Operation]--> Jimmy Lydon --[(INV) starred_actors]--> Aerial Gunner --[starred_actors]--> Chester Morris
Neg LogProb(↓):   0.089678
Path Entropy(↓):  0.352087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the umbrellas of cherbourg
Start Entity:     The Umbrellas of Cherbourg
Gold Answer:      [['Jacques Demy']]
Predicted Ans:    Jacques Demy
Predicted Path:   The Umbrellas of Cherbourg --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg --[directed_by]--> Jacques Demy
Path (Raw):       The Umbrellas of Cherbourg --[directed_by]--> Jacques Demy --[(INV) directed_by]--> The Umbrellas of Cherbourg --[directed_by]--> Jacques Demy
Neg LogProb(↓):   0.127539
Path Entropy(↓):  0.448205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with fish tank fall under
Start Entity:     Fish Tank
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Fish Tank --[directed_by]--> Andrea Arnold --[(INV) directed_by]--> Wuthering Heights --[has_genre]--> Drama
Path (Raw):       Fish Tank --[directed_by]--> Andrea Arnold --[(INV) directed_by]--> Wuthering Heights --[has_genre]--> Drama
Neg LogProb(↓):   0.140071
Path Entropy(↓):  0.435262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of a flintstones christmas carol
Start Entity:     A Flintstones Christmas Carol
Gold Answer:      [['Ronald Colman', 'Dorothy Tutin', 'Max Wall', 'Tim Curry', 'Ralph Fiennes', 'Michael Caine', 'Michael Richards', 'Richard E. Grant', 'Ethan Hawke', 'Edna May Oliver', 'Elizabeth Allan', 'Jim Carrey', 'Chris Cooper', 'Karen Allen', 'Dirk Bogarde', 'Jim Backus', 'Whoopi Goldberg', 'Patrick Stewart', 'Gwyneth Paltrow', 'John Mills', 'Joan Greenwood', 'Michael York', 'Kay Walsh', 'Bill Murray', 'Valerie Hobson', 'Albert Finney', 'Alec Guinness', 'George C. Scott', 'Jean Simmons', 'Reginald Owen', 'John Forsythe', 'Jack Cassidy', 'Morey Amsterdam', 'Derek Jacobi']]
Predicted Ans:    George C. Scott
Predicted Path:   A Flintstones Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> Oliver Twist --[starred_actors]--> George C. Scott
Path (Raw):       A Flintstones Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> Oliver Twist --[starred_actors]--> George C. Scott
Neg LogProb(↓):   1.554619
Path Entropy(↓):  2.166971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film safety last! were in which genres
Start Entity:     Safety Last!
Gold Answer:      [['Family', 'Short', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Safety Last! --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> Girl Shy --[has_genre]--> Comedy
Path (Raw):       Safety Last! --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> Girl Shy --[has_genre]--> Comedy
Neg LogProb(↓):   1.235612
Path Entropy(↓):  1.628306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the scenesters was directed by who
Start Entity:     The Scenesters
Gold Answer:      [['Todd Berger']]
Predicted Ans:    Todd Berger
Predicted Path:   The Scenesters --[directed_by]--> Todd Berger --[(INV) directed_by]--> It's a Disaster --[directed_by]--> Todd Berger
Path (Raw):       The Scenesters --[directed_by]--> Todd Berger --[(INV) directed_by]--> It's a Disaster --[directed_by]--> Todd Berger
Neg LogProb(↓):   0.006399
Path Entropy(↓):  0.038601
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed trick
Start Entity:     Trick
Gold Answer:      [['Jim Fall']]
Predicted Ans:    Jim Fall
Predicted Path:   Trick --[directed_by]--> Jim Fall --[(INV) directed_by]--> Trick --[directed_by]--> Jim Fall
Path (Raw):       Trick --[directed_by]--> Jim Fall --[(INV) directed_by]--> Trick --[directed_by]--> Jim Fall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of dolphin tale 2 is also the director of which movies
Start Entity:     Dolphin Tale 2
Gold Answer:      [['Dolphin Tale', 'The Snow Walker', 'Stone of Destiny', 'Icon', 'Fifty/Fifty']]
Predicted Ans:    The Snow Walker
Predicted Path:   Dolphin Tale 2 --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker
Path (Raw):       Dolphin Tale 2 --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker --[No Operation]--> The Snow Walker
Neg LogProb(↓):   0.186339
Path Entropy(↓):  0.562573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with jules dassin
Start Entity:     Jules Dassin
Gold Answer:      [['Margarita Lymberaki', 'Auguste Le Breton']]
Predicted Ans:    Jules Dassin
Predicted Path:   Jules Dassin --[(INV) written_by]--> Never on Sunday --[written_by]--> Jules Dassin
Path (Raw):       Jules Dassin --[No Operation]--> Jules Dassin --[(INV) written_by]--> Never on Sunday --[written_by]--> Jules Dassin
Neg LogProb(↓):   0.098102
Path Entropy(↓):  0.357709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of the glass slipper also starred in which movies
Start Entity:     The Glass Slipper
Gold Answer:      [['Battle Circus', 'Kind Lady', 'Song of the Thin Man', 'The Long, Long Trailer', 'The Man with a Cloak', 'Son of Flubber', 'The L-Shaped Room', 'See Here, Private Hargrove', 'Valentino', 'Torch Song', 'The Thrill of Brazil', 'Gigi', 'Loving', 'The Story of Three Loves', 'An American in Paris', 'Father Goose', 'Daddy Long Legs', 'The Egyptian', 'Funny Bones', 'Stage Fright', 'An Ideal Husband', 'Piranha', 'The Deep Six', 'Desperate Search', 'The Shaggy D.A.', 'Lili']]
Predicted Ans:    An American in Paris
Predicted Path:   The Glass Slipper --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> An American in Paris
Path (Raw):       The Glass Slipper --[starred_actors]--> Leslie Caron --[No Operation]--> Leslie Caron --[(INV) starred_actors]--> An American in Paris
Neg LogProb(↓):   0.577925
Path Entropy(↓):  1.540935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed september
Start Entity:     September
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   September --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Path (Raw):       September --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   1.242533
Path Entropy(↓):  2.780629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie glory daze
Start Entity:     Glory Daze
Gold Answer:      [['Tony Goldwyn', 'Bronwen Hughes', 'Kirk Jones', 'Duncan Jones', 'Mike Binder', 'Jeff Franklin', 'John Wells', 'Jordan Brady', 'George Clooney', 'Giuseppe Tornatore', 'David Mamet', 'Allen Coulter', 'Don Roos', 'Geoff Moore', 'Michael Bay', 'John Frankenheimer', 'Ben Affleck', 'David Posamentier', 'John Woo', 'John Duigan', 'David M. Rosenthal', 'Victor Salva', 'Risa Bramon Garcia', 'Ridley Scott', 'Martin McDonagh', 'Gus Van Sant', 'Rod Daniel', 'Mike Judge', 'Kevin Macdonald', 'Roger Michell', 'Saul Rubinek', 'Jonathan Frakes', 'Mike Mitchell', 'John Hamburg', 'Martin Brest', 'Mark Steven Johnson', 'George Ratliff', 'Brad Furman', 'David Fincher', 'Terrence Malick', 'James C. Strouse', 'David Gordon Green']]
Predicted Ans:    Michael Bay
Predicted Path:   Glory Daze --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[directed_by]--> Michael Bay
Path (Raw):       Glory Daze --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[directed_by]--> Michael Bay
Neg LogProb(↓):   0.478446
Path Entropy(↓):  1.364347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of 8 million ways to die
Start Entity:     8 Million Ways to Die
Gold Answer:      [['Drama', 'War', 'Biography', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   8 Million Ways to Die --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Harold and Maude --[has_genre]--> Comedy
Path (Raw):       8 Million Ways to Die --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Harold and Maude --[has_genre]--> Comedy
Neg LogProb(↓):   0.716739
Path Entropy(↓):  1.189290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in who is cletis tout?
Start Entity:     Who Is Cletis Tout?
Gold Answer:      [['Romance', 'Family', 'Music', 'Documentary', 'Western', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Who Is Cletis Tout? --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Nuts --[has_genre]--> Drama
Path (Raw):       Who Is Cletis Tout? --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Nuts --[has_genre]--> Drama
Neg LogProb(↓):   1.245073
Path Entropy(↓):  2.240249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie pirates were in which genres
Start Entity:     Pirates
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   Pirates --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Bitter Moon --[has_genre]--> Thriller
Path (Raw):       Pirates --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Bitter Moon --[has_genre]--> Thriller
Neg LogProb(↓):   0.814450
Path Entropy(↓):  1.047571
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in an affair to remember also appears in which movies
Start Entity:     An Affair to Remember
Gold Answer:      [['To Catch a Thief', 'I See a Dark Stranger', 'In Name Only', 'Operation Petticoat', 'Every Girl Should Be Married', 'Wings in the Dark', 'Big Brown Eyes', 'Kiss and Make-Up', 'Destination Tokyo', 'Notorious', 'Bringing Up Baby', 'The Naked Edge', 'The Toast of New York', 'The Night of the Iguana', 'Black Narcissus', "King Solomon's Mines", 'The Prisoner of Zenda', 'Suspicion', 'North by Northwest', 'Eye of the Devil', 'Heaven Knows, Mr. Allison', 'From Here to Eternity', 'The Howards of Virginia', 'Arsenic and Old Lace', 'The Hucksters', 'The Bachelor and the Bobby-Soxer', 'Monkey Business', 'The Eagle and the Hawk', 'Mr. Blandings Builds His Dream House', 'Once Upon a Honeymoon', 'Bonjour Tristesse', 'Separate Tables', "I'm No Angel", 'Crisis', 'Suzy', 'The Chalk Garden', 'Room for One More', 'Hot Saturday', 'People Will Talk', 'His Girl Friday', 'Tea and Sympathy', "The Bishop's Wife", 'That Touch of Mink', 'The Pride and the Passion', 'Gunga Din', 'Dream Wife', 'Quo Vadis', 'Holiday', 'Father Goose', 'Only Angels Have Wings', 'Mr. Lucky', 'Kiss Them for Me', 'Indiscreet', 'The Talk of the Town', 'The Gypsy Moths', 'The Philadelphia Story', 'The End of the Affair', 'Edward, My Son', 'Born to Be Bad', 'Houseboat', 'Night and Day', 'Blonde Venus', 'Sylvia Scarlett', 'The Sundowners', 'The Innocents', 'Topper', 'The Awful Truth', 'Penny Serenade', 'She Done Him Wrong', 'Charade', 'The Journey', 'The Arrangement', 'My Favorite Wife', 'I Was a Male War Bride', 'The Grass Is Greener']]
Predicted Ans:    I Was a Male War Bride
Predicted Path:   An Affair to Remember --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride
Path (Raw):       An Affair to Remember --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride
Neg LogProb(↓):   1.291118
Path Entropy(↓):  2.611630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie runaway
Start Entity:     Runaway
Gold Answer:      [['Animation', 'Short']]
Predicted Ans:    Action
Predicted Path:   Runaway --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Runaway --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.220336
Path Entropy(↓):  2.983570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is a special day in
Start Entity:     A Special Day
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   A Special Day --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       A Special Day --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.090929
Path Entropy(↓):  2.426050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with midnight express were released in which years
Start Entity:     Midnight Express
Gold Answer:      [['2003', '1985', '1974', '2004', '1982', '1994', '1932', '1983', '1995', '1972', '1989', '1996', '1981', '2012', '2011', '1988', '1991', '1999', '1987', '1986']]
Predicted Ans:    1991
Predicted Path:   Midnight Express --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK --[release_year]--> 1991
Path (Raw):       Midnight Express --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK --[release_year]--> 1991
Neg LogProb(↓):   0.508457
Path Entropy(↓):  1.384418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Noel tan was the director of which movies
Start Entity:     Noel Tan
Gold Answer:      [['Darkest Night']]
Predicted Ans:    Darkest Night
Predicted Path:   Noel Tan --[(INV) directed_by]--> Darkest Night --[directed_by]--> Noel Tan --[(INV) directed_by]--> Darkest Night
Path (Raw):       Noel Tan --[(INV) directed_by]--> Darkest Night --[directed_by]--> Noel Tan --[(INV) directed_by]--> Darkest Night
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by elaine jin were released in which years
Start Entity:     Elaine Jin
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Elaine Jin --[(INV) starred_actors]--> Lost in Beijing --[release_year]--> 2007
Path (Raw):       Elaine Jin --[No Operation]--> Elaine Jin --[(INV) starred_actors]--> Lost in Beijing --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by elaine cassidy
Start Entity:     Elaine Cassidy
Gold Answer:      [['William Trevor', 'Enda Walsh', 'Atom Egoyan']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Elaine Cassidy --[(INV) starred_actors]--> Felicia's Journey --[written_by]--> Atom Egoyan
Path (Raw):       Elaine Cassidy --[No Operation]--> Elaine Cassidy --[(INV) starred_actors]--> Felicia's Journey --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.049822
Path Entropy(↓):  0.199858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by chiara mastroianni
Start Entity:     Chiara Mastroianni
Gold Answer:      [['1997', '2005', '2010', '2011', '2007']]
Predicted Ans:    2007
Predicted Path:   Chiara Mastroianni --[(INV) starred_actors]--> Love Songs --[release_year]--> 2007
Path (Raw):       Chiara Mastroianni --[No Operation]--> Chiara Mastroianni --[(INV) starred_actors]--> Love Songs --[release_year]--> 2007
Neg LogProb(↓):   0.093737
Path Entropy(↓):  0.378129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie the matriarch in a few words
Start Entity:     The Matriarch
Gold Answer:      [['drama', 'finnish']]
Predicted Ans:    drama
Predicted Path:   The Matriarch --[has_tags]--> drama --[(INV) has_tags]--> The Way He Looks --[has_tags]--> drama
Path (Raw):       The Matriarch --[has_tags]--> drama --[(INV) has_tags]--> The Way He Looks --[has_tags]--> drama
Neg LogProb(↓):   0.211433
Path Entropy(↓):  0.622202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of gigi
Start Entity:     Gigi
Gold Answer:      [['Fred Astaire', 'Richard Harris', 'Georges Guétary', 'Gene Kelly', 'Cyd Charisse', 'Van Johnson', 'Jane Powell', 'Rupert Friend', 'Vanessa Redgrave', 'Michelle Pfeiffer', 'Franco Nero', 'Oscar Levant', 'George Sanders', 'Ingrid Bergman', 'Leslie Caron']]
Predicted Ans:    Gene Kelly
Predicted Path:   Gigi --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[starred_actors]--> Gene Kelly
Path (Raw):       Gigi --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.219180
Path Entropy(↓):  0.759819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in hangmen also die!
Start Entity:     Hangmen Also Die!
Gold Answer:      [['Welsh', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Hangmen Also Die! --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Wake Island --[in_language]--> Japanese
Path (Raw):       Hangmen Also Die! --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Wake Island --[in_language]--> Japanese
Neg LogProb(↓):   0.020971
Path Entropy(↓):  0.114586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the trap
Start Entity:     The Trap
Gold Answer:      [['Philip Wylie', 'Earl Derr Biggers']]
Predicted Ans:    Philip Wylie
Predicted Path:   The Trap --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Path (Raw):       The Trap --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Neg LogProb(↓):   0.006684
Path Entropy(↓):  0.046944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of mimino were directed by who
Start Entity:     Mimino
Gold Answer:      [['Georgiy Daneliya']]
Predicted Ans:    Georgiy Daneliya
Predicted Path:   Mimino --[written_by]--> Georgiy Daneliya --[(INV) written_by]--> Kin-dza-dza! --[directed_by]--> Georgiy Daneliya
Path (Raw):       Mimino --[written_by]--> Georgiy Daneliya --[(INV) written_by]--> Kin-dza-dza! --[directed_by]--> Georgiy Daneliya
Neg LogProb(↓):   0.010394
Path Entropy(↓):  0.065425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of my forbidden past
Start Entity:     My Forbidden Past
Gold Answer:      [['George Brent', 'Bette Davis', 'Mary Astor']]
Predicted Ans:    Bette Davis
Predicted Path:   My Forbidden Past --[written_by]--> Polan Banks --[(INV) written_by]--> The Great Lie --[starred_actors]--> Bette Davis
Path (Raw):       My Forbidden Past --[written_by]--> Polan Banks --[(INV) written_by]--> The Great Lie --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.011192
Path Entropy(↓):  0.061700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by alberto granado
Start Entity:     Alberto Granado
Gold Answer:      [['Walter Salles']]
Predicted Ans:    Walter Salles
Predicted Path:   Alberto Granado --[(INV) written_by]--> The Motorcycle Diaries --[directed_by]--> Walter Salles
Path (Raw):       Alberto Granado --[No Operation]--> Alberto Granado --[(INV) written_by]--> The Motorcycle Diaries --[directed_by]--> Walter Salles
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sam anderson acted films
Start Entity:     Sam Anderson
Gold Answer:      [['Lindsay Devlin']]
Predicted Ans:    Lindsay Devlin
Predicted Path:   Sam Anderson --[(INV) starred_actors]--> Devil's Due --[written_by]--> Lindsay Devlin
Path (Raw):       Sam Anderson --[No Operation]--> Sam Anderson --[(INV) starred_actors]--> Devil's Due --[written_by]--> Lindsay Devlin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by head screenwriters
Start Entity:     Head
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Head --[written_by]--> Bob Rafelson --[(INV) written_by]--> The King of Marvin Gardens --[has_genre]--> Drama
Path (Raw):       Head --[written_by]--> Bob Rafelson --[(INV) written_by]--> The King of Marvin Gardens --[has_genre]--> Drama
Neg LogProb(↓):   0.781167
Path Entropy(↓):  1.121599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film hysterical blindness released
Start Entity:     Hysterical Blindness
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Hysterical Blindness --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Path (Raw):       Hysterical Blindness --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Neg LogProb(↓):   3.172405
Path Entropy(↓):  4.457051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by michelle chen
Start Entity:     Michelle Chen
Gold Answer:      [['Giddens Ko']]
Predicted Ans:    Giddens Ko
Predicted Path:   Michelle Chen --[(INV) starred_actors]--> You Are the Apple of My Eye --[written_by]--> Giddens Ko
Path (Raw):       Michelle Chen --[No Operation]--> Michelle Chen --[(INV) starred_actors]--> You Are the Apple of My Eye --[written_by]--> Giddens Ko
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by leonor silveira
Start Entity:     Leonor Silveira
Gold Answer:      [['Manoel de Oliveira']]
Predicted Ans:    Manoel de Oliveira
Predicted Path:   Leonor Silveira --[(INV) starred_actors]--> A Talking Picture --[directed_by]--> Manoel de Oliveira
Path (Raw):       Leonor Silveira --[No Operation]--> Leonor Silveira --[(INV) starred_actors]--> A Talking Picture --[directed_by]--> Manoel de Oliveira
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the people that time forgot director
Start Entity:     The People That Time Forgot
Gold Answer:      [['Horror', 'Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   The People That Time Forgot --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The Land That Time Forgot --[has_genre]--> Adventure
Path (Raw):       The People That Time Forgot --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The Land That Time Forgot --[has_genre]--> Adventure
Neg LogProb(↓):   0.670572
Path Entropy(↓):  1.365101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by richard crudo fall under
Start Entity:     Richard Crudo
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Richard Crudo --[(INV) directed_by]--> Against the Dark --[has_genre]--> Horror
Path (Raw):       Richard Crudo --[No Operation]--> Richard Crudo --[(INV) directed_by]--> Against the Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.041728
Path Entropy(↓):  0.170696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in robert clouse directed films
Start Entity:     Robert Clouse
Gold Answer:      [['Cantonese', 'English']]
Predicted Ans:    Cantonese
Predicted Path:   Robert Clouse --[(INV) directed_by]--> Game of Death --[in_language]--> Cantonese
Path (Raw):       Robert Clouse --[No Operation]--> Robert Clouse --[(INV) directed_by]--> Game of Death --[in_language]--> Cantonese
Neg LogProb(↓):   0.680740
Path Entropy(↓):  0.818159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the home of dark butterflies
Start Entity:     The Home of Dark Butterflies
Gold Answer:      [['Aki Kaurismäki']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   The Home of Dark Butterflies --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[written_by]--> Aki Kaurismäki
Path (Raw):       The Home of Dark Butterflies --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.739926
Path Entropy(↓):  1.054469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the fury
Start Entity:     The Fury
Gold Answer:      [['Armitage Trail', 'Theodore Dreiser', 'Wilford Leach', 'David Mamet', 'Oliver Stone', 'Lawrence D. Cohen', 'Michael Cristofer', 'Daniel Lang', 'David Rabe', 'David Koepp', 'Alain Corneau', 'Edwin Torres', 'John Thomas', 'Graham Yost', 'James Ellroy', 'Paul Schrader', 'Eliot Ness', 'Jim Thomas', 'Louisa Rose', 'Stephen King', 'Jordan Crittenden', 'Brian De Palma', 'Tom Wolfe']]
Predicted Ans:    David Rabe
Predicted Path:   The Fury --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Path (Raw):       The Fury --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Neg LogProb(↓):   1.115683
Path Entropy(↓):  2.180065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the great mouse detective
Start Entity:     The Great Mouse Detective
Gold Answer:      [['Adventure', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   The Great Mouse Detective --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       The Great Mouse Detective --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.411217
Path Entropy(↓):  2.126277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for seven ways from sundown
Start Entity:     Seven Ways from Sundown
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Seven Ways from Sundown --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Seven Ways from Sundown --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.191071
Path Entropy(↓):  2.993231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by hildegarde stadie
Start Entity:     Hildegarde Stadie
Gold Answer:      [['Nora Arnezeder', 'Joe Spinell', 'America Olivo']]
Predicted Ans:    America Olivo
Predicted Path:   Hildegarde Stadie --[(INV) written_by]--> Maniac --[starred_actors]--> America Olivo
Path (Raw):       Hildegarde Stadie --[No Operation]--> Hildegarde Stadie --[(INV) written_by]--> Maniac --[starred_actors]--> America Olivo
Neg LogProb(↓):   0.338424
Path Entropy(↓):  0.602837
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with foxy brown fall under
Start Entity:     Foxy Brown
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Foxy Brown --[directed_by]--> Jack Hill --[(INV) directed_by]--> Switchblade Sisters --[has_genre]--> Action
Path (Raw):       Foxy Brown --[directed_by]--> Jack Hill --[(INV) directed_by]--> Switchblade Sisters --[has_genre]--> Action
Neg LogProb(↓):   0.000394
Path Entropy(↓):  0.004095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie texas carnival were in which genres
Start Entity:     Texas Carnival
Gold Answer:      [['Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Texas Carnival --[starred_actors]--> Howard Keel --[(INV) starred_actors]--> Desperate Search --[has_genre]--> Drama
Path (Raw):       Texas Carnival --[starred_actors]--> Howard Keel --[(INV) starred_actors]--> Desperate Search --[has_genre]--> Drama
Neg LogProb(↓):   0.425638
Path Entropy(↓):  1.254037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the color of money
Start Entity:     The Color of Money
Gold Answer:      [['Tom Cruise', 'Mary Elizabeth Mastrantonio', 'Paul Newman', 'Helen Shaver']]
Predicted Ans:    Tom Cruise
Predicted Path:   The Color of Money --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Jack Reacher --[starred_actors]--> Tom Cruise
Path (Raw):       The Color of Money --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Jack Reacher --[starred_actors]--> Tom Cruise
Neg LogProb(↓):   0.451368
Path Entropy(↓):  0.982315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film solitary man
Start Entity:     Solitary Man
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Solitary Man --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[release_year]--> 2013
Path (Raw):       Solitary Man --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[release_year]--> 2013
Neg LogProb(↓):   0.006733
Path Entropy(↓):  0.044940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie mountains of the moon in a few words
Start Entity:     Mountains of the Moon
Gold Answer:      [['bob rafelson', 'africa']]
Predicted Ans:    bob rafelson
Predicted Path:   Mountains of the Moon --[has_tags]--> bob rafelson --[(INV) has_tags]--> Head --[has_tags]--> bob rafelson
Path (Raw):       Mountains of the Moon --[has_tags]--> bob rafelson --[(INV) has_tags]--> Head --[has_tags]--> bob rafelson
Neg LogProb(↓):   0.084464
Path Entropy(↓):  0.343529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by glen or glenda actors
Start Entity:     Glen or Glenda
Gold Answer:      [['Ulli Lommel', 'Robert Louis Stevenson', 'Richard Matheson', 'Val Lewton', 'R.R. Morgan', 'Vera M. Oldham', 'Harry A. Earnshaw', 'Bram Stoker', 'Robert Florey', 'Philip Wylie', 'Ben Livingston', 'Hannah Shakespeare', 'Edgar Allan Poe', 'Edgar G. Ulmer', 'John L. Balderston', 'Hamilton Deane', 'Harvey Gates']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Glen or Glenda --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Glen or Glenda --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.202623
Path Entropy(↓):  1.437583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of inherent vice
Start Entity:     Inherent Vice
Gold Answer:      [['The Master', 'Punch-Drunk Love', 'Hard Eight', 'Boogie Nights', 'There Will Be Blood', 'Magnolia']]
Predicted Ans:    The Master
Predicted Path:   Inherent Vice --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> The Master
Path (Raw):       Inherent Vice --[No Operation]--> Inherent Vice --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> The Master
Neg LogProb(↓):   0.558622
Path Entropy(↓):  1.288080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for pistol whipped
Start Entity:     Pistol Whipped
Gold Answer:      [['Roel Reiné']]
Predicted Ans:    Roel Reiné
Predicted Path:   Pistol Whipped --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Pistol Whipped --[directed_by]--> Roel Reiné
Path (Raw):       Pistol Whipped --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Pistol Whipped --[directed_by]--> Roel Reiné
Neg LogProb(↓):   0.117304
Path Entropy(↓):  0.347985
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with bill o'reilly
Start Entity:     Bill O'Reilly
Gold Answer:      [['Martin Dugard', 'Erik Jendresen']]
Predicted Ans:    Erik Jendresen
Predicted Path:   Bill O'Reilly --[(INV) written_by]--> Killing Lincoln --[written_by]--> Erik Jendresen
Path (Raw):       Bill O'Reilly --[No Operation]--> Bill O'Reilly --[(INV) written_by]--> Killing Lincoln --[written_by]--> Erik Jendresen
Neg LogProb(↓):   0.007450
Path Entropy(↓):  0.048919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of buying the cow also directed which movies
Start Entity:     Buying the Cow
Gold Answer:      [['Old Dogs', 'Wild Hogs']]
Predicted Ans:    Old Dogs
Predicted Path:   Buying the Cow --[directed_by]--> Walt Becker --[(INV) directed_by]--> Old Dogs
Path (Raw):       Buying the Cow --[directed_by]--> Walt Becker --[(INV) directed_by]--> Old Dogs --[No Operation]--> Old Dogs
Neg LogProb(↓):   0.189362
Path Entropy(↓):  0.520327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by kim stanley were in which genres
Start Entity:     Kim Stanley
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kim Stanley --[(INV) starred_actors]--> The Goddess --[has_genre]--> Drama
Path (Raw):       Kim Stanley --[No Operation]--> Kim Stanley --[(INV) starred_actors]--> The Goddess --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by vice squad actors
Start Entity:     Vice Squad
Gold Answer:      [['Seton I. Miller', 'Laurence Stallings', 'Jeanie Macpherson', 'Jonathan Latimer', 'Arch Oboler', 'Robert Lord', 'Leon G. Turrou', 'André de Lorde', 'John Huston', 'Donald Hamilton', 'C. Gardner Sullivan', 'John Wexley', 'Jack London', 'Barré Lyndon', 'Lou Breslow', 'Howard Lindsay', 'Georges de La Fouchardière', 'Ernest Lehman', 'Cornell Woolrich', 'Charles W. Goddard', 'Paul Dickey', 'Jo Swerling', 'Ketti Frings', 'Burgess Meredith', 'Byron Morgan', 'Louis Weitzenkorn', 'Irwin Shaw', 'Billy Wilder', 'Charles Brackett', 'William Bowers', 'Robert N. Lee', 'John Willard', 'Jerome Weidman', 'Sydney Boehm', 'Arnold Schulman', 'Paul Osborn', 'Irving Wallace', 'Maxwell Anderson', 'John Godey', 'AJ Carothers', 'Walter DeLeon', 'Damon Runyon', 'Victor Trivas', 'Joseph Jackson', 'Lucien Hubbard', 'Luchino Visconti', 'Robert Rossen', 'Nunnally Johnson', 'David Belasco', 'Charles Bennett', 'Achmed Abdullah', 'Heinz Herald', 'Alan Le May', 'Octave Mirbeau', 'James M. Cain', 'Thelma Strabel', 'Francis Edward Faragoh', 'Robert Riskin', 'Leonard Kantor', 'Max Catto', 'Paul Schrader', 'Norman Burnstine', 'Karl Tunberg', 'Oliver Parker', 'Raymond Chandler', 'Richard Connell', 'Earl Baldwin', 'Richard Brooks', 'Norman Krasna', 'Rosamond Marshall', 'W.R. Burnett', 'Oscar Wilde', 'Johnny Mercer', 'Albert Camus']]
Predicted Ans:    Oscar Wilde
Predicted Path:   Vice Squad --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[written_by]--> Oscar Wilde
Path (Raw):       Vice Squad --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[written_by]--> Oscar Wilde
Neg LogProb(↓):   1.029913
Path Entropy(↓):  1.540774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by wilmer valderrama
Start Entity:     Wilmer Valderrama
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Wilmer Valderrama --[(INV) starred_actors]--> Unaccompanied Minors --[release_year]--> 2006
Path (Raw):       Wilmer Valderrama --[No Operation]--> Wilmer Valderrama --[(INV) starred_actors]--> Unaccompanied Minors --[release_year]--> 2006
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is alibi
Start Entity:     Alibi
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Alibi --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Alibi --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.006072
Path Entropy(↓):  1.969284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does minka kelly appear in
Start Entity:     Minka Kelly
Gold Answer:      [['The Roommate']]
Predicted Ans:    The Roommate
Predicted Path:   Minka Kelly --[(INV) starred_actors]--> The Roommate --[starred_actors]--> Minka Kelly --[(INV) starred_actors]--> The Roommate
Path (Raw):       Minka Kelly --[(INV) starred_actors]--> The Roommate --[starred_actors]--> Minka Kelly --[(INV) starred_actors]--> The Roommate
Neg LogProb(↓):   0.000302
Path Entropy(↓):  0.002970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the son of kong
Start Entity:     The Son of Kong
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Son of Kong --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       The Son of Kong --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.550352
Path Entropy(↓):  2.565740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film terminator salvation released
Start Entity:     Terminator Salvation
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Terminator Salvation --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       Terminator Salvation --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.360899
Path Entropy(↓):  4.647786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in butterfly
Start Entity:     Butterfly
Gold Answer:      [['Documentary', 'Drama', 'War', 'Animation', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Butterfly --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Path (Raw):       Butterfly --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Neg LogProb(↓):   0.730741
Path Entropy(↓):  1.235640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the prime director
Start Entity:     Prime
Gold Answer:      [['Ben Younger']]
Predicted Ans:    Ben Younger
Predicted Path:   Prime --[directed_by]--> Ben Younger --[(INV) directed_by]--> Boiler Room --[written_by]--> Ben Younger
Path (Raw):       Prime --[directed_by]--> Ben Younger --[(INV) directed_by]--> Boiler Room --[written_by]--> Ben Younger
Neg LogProb(↓):   0.000312
Path Entropy(↓):  0.002965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by tim robbins
Start Entity:     Tim Robbins
Gold Answer:      [['Helen Prejean']]
Predicted Ans:    Tim Robbins
Predicted Path:   Tim Robbins --[(INV) directed_by]--> Dead Man Walking --[written_by]--> Tim Robbins
Path (Raw):       Tim Robbins --[No Operation]--> Tim Robbins --[(INV) directed_by]--> Dead Man Walking --[written_by]--> Tim Robbins
Neg LogProb(↓):   0.238622
Path Entropy(↓):  0.640291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies written by gilles legrand
Start Entity:     Gilles Legrand
Gold Answer:      [['Lorànt Deutsch', 'Niels Arestrup']]
Predicted Ans:    Niels Arestrup
Predicted Path:   Gilles Legrand --[(INV) written_by]--> You Will Be My Son --[starred_actors]--> Niels Arestrup
Path (Raw):       Gilles Legrand --[No Operation]--> Gilles Legrand --[(INV) written_by]--> You Will Be My Son --[starred_actors]--> Niels Arestrup
Neg LogProb(↓):   0.007794
Path Entropy(↓):  0.045666
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the grass is greener
Start Entity:     The Grass Is Greener
Gold Answer:      [['Larry Gelbart', 'Frederic Raphael', 'Gordon Cotler', 'Charlie Peters', 'Dorothy Kingsley', 'John Barry', 'Martin Amis', 'Sheldon Keller', 'Peter Cook', 'Adolph Green', 'Betty Comden', 'Alan Jay Lerner', 'Albert Hackett', 'Frances Goodrich', 'Peter Stone', 'Leonard Gershe', 'Harold Ramis', 'Dudley Moore', 'Marc Behm', 'Norman Krasna', 'Jerome Robbins']]
Predicted Ans:    Leonard Gershe
Predicted Path:   The Grass Is Greener --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[written_by]--> Leonard Gershe
Path (Raw):       The Grass Is Greener --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[written_by]--> Leonard Gershe
Neg LogProb(↓):   1.160350
Path Entropy(↓):  1.945686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by massimo serato
Start Entity:     Massimo Serato
Gold Answer:      [['Ivan Reiner', 'Renato Moretti']]
Predicted Ans:    Ivan Reiner
Predicted Path:   Massimo Serato --[(INV) starred_actors]--> Wild, Wild Planet --[written_by]--> Ivan Reiner
Path (Raw):       Massimo Serato --[No Operation]--> Massimo Serato --[(INV) starred_actors]--> Wild, Wild Planet --[written_by]--> Ivan Reiner
Neg LogProb(↓):   0.002885
Path Entropy(↓):  0.019726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the cross directed by
Start Entity:     The Cross
Gold Answer:      [['Matthew Crouch']]
Predicted Ans:    Matthew Crouch
Predicted Path:   The Cross --[directed_by]--> Matthew Crouch --[(INV) directed_by]--> The Cross --[directed_by]--> Matthew Crouch
Path (Raw):       The Cross --[directed_by]--> Matthew Crouch --[(INV) directed_by]--> The Cross --[directed_by]--> Matthew Crouch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The chamber, when was it released
Start Entity:     The Chamber
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   The Chamber --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       The Chamber --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.714985
Path Entropy(↓):  4.472302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote a little night music
Start Entity:     A Little Night Music
Gold Answer:      [['George Cukor', 'Kenneth Branagh', 'Alf Sjöberg', 'Jordan Barker', 'Richard Brooks', 'Bille August', 'Steve McQueen', 'Harold Prince', 'Ingmar Bergman', 'Liv Ullmann', 'Akira Kurosawa', 'Baran bo Odar']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   A Little Night Music --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Face to Face --[directed_by]--> Ingmar Bergman
Path (Raw):       A Little Night Music --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Face to Face --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   1.342532
Path Entropy(↓):  1.938010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did robert bassing write
Start Entity:     Robert Bassing
Gold Answer:      [['Home Before Dark']]
Predicted Ans:    Home Before Dark
Predicted Path:   Robert Bassing --[(INV) written_by]--> Home Before Dark --[written_by]--> Robert Bassing --[(INV) written_by]--> Home Before Dark
Path (Raw):       Robert Bassing --[(INV) written_by]--> Home Before Dark --[written_by]--> Robert Bassing --[(INV) written_by]--> Home Before Dark
Neg LogProb(↓):   0.195330
Path Entropy(↓):  0.467484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of mohsen makhmalbaf acted films
Start Entity:     Mohsen Makhmalbaf
Gold Answer:      [['Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Mohsen Makhmalbaf --[(INV) starred_actors]--> Close-Up --[written_by]--> Abbas Kiarostami
Path (Raw):       Mohsen Makhmalbaf --[No Operation]--> Mohsen Makhmalbaf --[(INV) starred_actors]--> Close-Up --[written_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.071355
Path Entropy(↓):  0.262898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie countdown were released in which years
Start Entity:     Countdown
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Countdown --[written_by]--> Hank Searls --[(INV) written_by]--> The Crowded Sky --[release_year]--> 1960
Path (Raw):       Countdown --[written_by]--> Hank Searls --[(INV) written_by]--> The Crowded Sky --[release_year]--> 1960
Neg LogProb(↓):   0.000930
Path Entropy(↓):  0.007581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of a guy and a gal starred who
Start Entity:     A Guy and a Gal
Gold Answer:      [['Tomas von Brömssen', 'Anton Glanzelius', 'Melinda Kinnaman']]
Predicted Ans:    Tomas von Brömssen
Predicted Path:   A Guy and a Gal --[written_by]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[starred_actors]--> Tomas von Brömssen
Path (Raw):       A Guy and a Gal --[written_by]--> Lasse Hallström --[(INV) written_by]--> My Life as a Dog --[starred_actors]--> Tomas von Brömssen
Neg LogProb(↓):   0.738030
Path Entropy(↓):  1.030404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a boy and his dog
Start Entity:     A Boy and His Dog
Gold Answer:      [['L.Q. Jones', 'Harlan Ellison']]
Predicted Ans:    Russell Rouse
Predicted Path:   A Boy and His Dog --[written_by]--> Harlan Ellison --[(INV) written_by]--> The Oscar --[written_by]--> Russell Rouse
Path (Raw):       A Boy and His Dog --[written_by]--> Harlan Ellison --[(INV) written_by]--> The Oscar --[written_by]--> Russell Rouse
Neg LogProb(↓):   0.737665
Path Entropy(↓):  1.255245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did bess armstrong star in
Start Entity:     Bess Armstrong
Gold Answer:      [['High Road to China', 'Jekyll and Hyde... Together Again', 'Jaws 3-D']]
Predicted Ans:    Jekyll and Hyde... Together Again
Predicted Path:   Bess Armstrong --[(INV) starred_actors]--> Jekyll and Hyde... Together Again --[starred_actors]--> Mark Blankfield --[(INV) starred_actors]--> Jekyll and Hyde... Together Again
Path (Raw):       Bess Armstrong --[(INV) starred_actors]--> Jekyll and Hyde... Together Again --[starred_actors]--> Mark Blankfield --[(INV) starred_actors]--> Jekyll and Hyde... Together Again
Neg LogProb(↓):   0.405233
Path Entropy(↓):  0.676116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by alastair macbain
Start Entity:     Alastair MacBain
Gold Answer:      [['Gary Cooper']]
Predicted Ans:    Gary Cooper
Predicted Path:   Alastair MacBain --[(INV) written_by]--> Cloak and Dagger --[starred_actors]--> Gary Cooper
Path (Raw):       Alastair MacBain --[No Operation]--> Alastair MacBain --[(INV) written_by]--> Cloak and Dagger --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by carlos diegues released
Start Entity:     Carlos Diegues
Gold Answer:      [['2003', '1999']]
Predicted Ans:    1999
Predicted Path:   Carlos Diegues --[(INV) written_by]--> Orfeu --[release_year]--> 1999
Path (Raw):       Carlos Diegues --[No Operation]--> Carlos Diegues --[(INV) written_by]--> Orfeu --[release_year]--> 1999
Neg LogProb(↓):   0.047689
Path Entropy(↓):  0.188357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is van diemen's land in
Start Entity:     Van Diemen's Land
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   Van Diemen's Land --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Path (Raw):       Van Diemen's Land --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Neg LogProb(↓):   0.008016
Path Entropy(↓):  0.047738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in a walk on the moon
Start Entity:     A Walk on the Moon
Gold Answer:      [['Walter Hill', 'Gregor Jordan', "Robert O'Connor", 'Bill Lishman', 'Frances Mayes', 'Jerry Siegel', 'Larry Gross', 'Oscar Saul', 'Nicholas Sparks', 'David S. Goyer', 'William Broyles Jr.', 'Shana Betz', 'Jaume Balagueró', 'Gary David Goldberg', 'Claire Cook', 'Tennessee Williams', 'Francis Ford Coppola', 'Wesley Strick', 'Allan Burns', 'Kenneth Lonergan', 'Steven Gould', 'Audrey Wells', 'Thomas Babe', 'Elmore Leonard', 'Alvin Sargent', 'William Kennedy', 'Dirk Wittenborn', 'Claude Chabrol', 'Dexter Fletcher', 'Mike Rich', 'Stacy Cochran', 'Jane Campion', 'Sebastian Junger']]
Predicted Ans:    Tennessee Williams
Predicted Path:   A Walk on the Moon --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       A Walk on the Moon --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   1.498168
Path Entropy(↓):  2.227096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor dominique sanda starred together with who
Start Entity:     Dominique Sanda
Gold Answer:      [['Gérard Depardieu', 'Robert De Niro', 'Lino Capolicchio']]
Predicted Ans:    Robert De Niro
Predicted Path:   Dominique Sanda --[(INV) starred_actors]--> 1900 --[starred_actors]--> Robert De Niro
Path (Raw):       Dominique Sanda --[No Operation]--> Dominique Sanda --[(INV) starred_actors]--> 1900 --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.042840
Path Entropy(↓):  0.174762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in paper planes
Start Entity:     Paper Planes
Gold Answer:      [['Romance', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Paper Planes --[starred_actors]--> Sam Worthington --[(INV) starred_actors]--> Wrath of the Titans --[has_genre]--> Adventure
Path (Raw):       Paper Planes --[starred_actors]--> Sam Worthington --[(INV) starred_actors]--> Wrath of the Titans --[has_genre]--> Adventure
Neg LogProb(↓):   0.375225
Path Entropy(↓):  1.125603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by cam archer release
Start Entity:     Cam Archer
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Cam Archer --[(INV) written_by]--> Wild Tigers I Have Known --[release_year]--> 2006
Path (Raw):       Cam Archer --[No Operation]--> Cam Archer --[(INV) written_by]--> Wild Tigers I Have Known --[release_year]--> 2006
Neg LogProb(↓):   0.000253
Path Entropy(↓):  0.002351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the stop! or my mom will shoot director
Start Entity:     Stop! Or My Mom Will Shoot
Gold Answer:      [['Bruce Feirstein', 'Christopher Robbins', 'Ron Shelton', 'Patricia Highsmith', 'Arnold Schulman', 'Randy Shilts']]
Predicted Ans:    Ron Shelton
Predicted Path:   Stop! Or My Mom Will Shoot --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> The Best of Times --[written_by]--> Ron Shelton
Path (Raw):       Stop! Or My Mom Will Shoot --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> The Best of Times --[written_by]--> Ron Shelton
Neg LogProb(↓):   0.532535
Path Entropy(↓):  1.049601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of when father was away on business also wrote which movies
Start Entity:     When Father Was Away on Business
Gold Answer:      [['The Perfect Circle']]
Predicted Ans:    When Father Was Away on Business
Predicted Path:   When Father Was Away on Business --[written_by]--> Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business
Path (Raw):       When Father Was Away on Business --[written_by]--> Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business --[No Operation]--> When Father Was Away on Business
Neg LogProb(↓):   0.032988
Path Entropy(↓):  0.144057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies acted by christopher george release
Start Entity:     Christopher George
Gold Answer:      [['1982', '1970', '1977']]
Predicted Ans:    1970
Predicted Path:   Christopher George --[(INV) starred_actors]--> Chisum --[release_year]--> 1970
Path (Raw):       Christopher George --[No Operation]--> Christopher George --[(INV) starred_actors]--> Chisum --[release_year]--> 1970
Neg LogProb(↓):   0.024386
Path Entropy(↓):  0.128962
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the sweet hereafter
Start Entity:     The Sweet Hereafter
Gold Answer:      [['Russell Banks', 'Atom Egoyan']]
Predicted Ans:    Paul Schrader
Predicted Path:   The Sweet Hereafter --[written_by]--> Russell Banks --[(INV) written_by]--> Affliction --[written_by]--> Paul Schrader
Path (Raw):       The Sweet Hereafter --[written_by]--> Russell Banks --[(INV) written_by]--> Affliction --[written_by]--> Paul Schrader
Neg LogProb(↓):   0.612367
Path Entropy(↓):  0.824135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with glenn ford
Start Entity:     Glenn Ford
Gold Answer:      [['Julie Adams', 'Leslie Nielsen', 'Henry Fonda', 'Gene Tierney', 'Claire Trevor', 'Ethel Barrymore', 'Ernest Borgnine', 'John Huston', 'Maria Schell', 'Dianne Foster', 'Randolph Scott', 'James Whitmore', 'William Holden', 'Barbara Stanwyck', 'Rod Taylor', 'Jack Lemmon', 'Mel Ferrer', 'Nancy Kwan', 'Jeanne Crain', 'Richard Jenkins', 'Charlton Heston', 'Richard Dix', 'Broderick Crawford', 'Bette Davis', 'Dorothy McGuire', 'Suzanne Pleshette', 'Roger Moore', 'Gloria Grahame', "Hugh O'Brian", 'Estelle Taylor', 'Rod Steiger', 'Stefanie Powers', 'Shirley MacLaine', 'Edward G. Robinson', 'Melvyn Douglas', 'Gig Young', 'Dane Clark', 'Walter Brennan', 'Lee Remick', 'Cecil Kellaway', 'Geraldine Page', 'Rita Hayworth', 'Gia Scala', 'Melissa Sue Anderson', 'Stella Stevens', 'James Coburn', 'Irene Dunne', 'Nina Foch', 'Ida Lupino', 'Inger Stevens', 'Eleanor Parker', 'Arthur Kennedy']]
Predicted Ans:    Bette Davis
Predicted Path:   Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Path (Raw):       Glenn Ford --[No Operation]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.886349
Path Entropy(↓):  1.286161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of p2
Start Entity:     P2
Gold Answer:      [['There Be Dragons', 'Soul Survivors', 'Rage', 'The Four Feathers', 'The Last Word', 'American Beauty', "Dolan's Cadillac", 'Conan the Barbarian']]
Predicted Ans:    The Four Feathers
Predicted Path:   P2 --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> The Four Feathers
Path (Raw):       P2 --[starred_actors]--> Wes Bentley --[No Operation]--> Wes Bentley --[(INV) starred_actors]--> The Four Feathers
Neg LogProb(↓):   0.545520
Path Entropy(↓):  0.728140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by dennie gordon
Start Entity:     Dennie Gordon
Gold Answer:      [['2003', '2004']]
Predicted Ans:    2004
Predicted Path:   Dennie Gordon --[(INV) directed_by]--> New York Minute --[release_year]--> 2004
Path (Raw):       Dennie Gordon --[No Operation]--> Dennie Gordon --[(INV) directed_by]--> New York Minute --[release_year]--> 2004
Neg LogProb(↓):   0.004693
Path Entropy(↓):  0.030180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of coco before chanel
Start Entity:     Coco Before Chanel
Gold Answer:      [['Anne Fontaine', 'Atom Egoyan']]
Predicted Ans:    Anne Fontaine
Predicted Path:   Coco Before Chanel --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[directed_by]--> Anne Fontaine
Path (Raw):       Coco Before Chanel --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[directed_by]--> Anne Fontaine
Neg LogProb(↓):   0.311676
Path Entropy(↓):  0.773771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by gustav hasford
Start Entity:     Gustav Hasford
Gold Answer:      [['Stanley Kubrick']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Gustav Hasford --[(INV) written_by]--> Full Metal Jacket --[directed_by]--> Stanley Kubrick
Path (Raw):       Gustav Hasford --[No Operation]--> Gustav Hasford --[(INV) written_by]--> Full Metal Jacket --[directed_by]--> Stanley Kubrick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by bud spencer
Start Entity:     Bud Spencer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bud Spencer --[(INV) written_by]--> Banana Joe --[has_genre]--> Comedy
Path (Raw):       Bud Spencer --[No Operation]--> Bud Spencer --[(INV) written_by]--> Banana Joe --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of when will i be loved
Start Entity:     When Will I Be Loved
Gold Answer:      [["Cus D'Amato", 'Nastassja Kinski', 'Sarah Michelle Gellar', 'Eric Stoltz', 'Adrian Grenier', 'Robert Downey Jr.', 'George C. Scott', 'Rudolf Nureyev', 'Joey Lauren Adams', 'Molly Ringwald', 'Michael Jai White', 'Harvey Keitel', 'Heather Graham', 'Paul Winfield', 'Natasha Gregson Wagner', 'Mike Tyson']]
Predicted Ans:    Harvey Keitel
Predicted Path:   When Will I Be Loved --[directed_by]--> James Toback --[(INV) directed_by]--> Exposed --[starred_actors]--> Harvey Keitel
Path (Raw):       When Will I Be Loved --[directed_by]--> James Toback --[(INV) directed_by]--> Exposed --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.074688
Path Entropy(↓):  0.347779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of here comes mr. jordan
Start Entity:     Here Comes Mr. Jordan
Gold Answer:      [['My Sister Eileen', 'The Heavenly Body', "She Wouldn't Say Yes", 'I Am the Law', "Because You're Mine", 'Little Miss Marker', 'Forever, Darling']]
Predicted Ans:    My Sister Eileen
Predicted Path:   Here Comes Mr. Jordan --[directed_by]--> Alexander Hall --[(INV) directed_by]--> My Sister Eileen
Path (Raw):       Here Comes Mr. Jordan --[directed_by]--> Alexander Hall --[(INV) directed_by]--> My Sister Eileen --[No Operation]--> My Sister Eileen
Neg LogProb(↓):   0.084498
Path Entropy(↓):  0.340364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter lewis meltzer
Start Entity:     Lewis Meltzer
Gold Answer:      [['Kathryn Grant', 'Richard Conte', 'Arnold Stang', 'Kim Novak', 'Frank Sinatra', 'Dianne Foster', 'Eleanor Parker']]
Predicted Ans:    Richard Conte
Predicted Path:   Lewis Meltzer --[(INV) written_by]--> The Brothers Rico --[starred_actors]--> Richard Conte
Path (Raw):       Lewis Meltzer --[No Operation]--> Lewis Meltzer --[(INV) written_by]--> The Brothers Rico --[starred_actors]--> Richard Conte
Neg LogProb(↓):   0.120816
Path Entropy(↓):  0.356692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is bush's brain
Start Entity:     Bush's Brain
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Bush's Brain --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Bush's Brain --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.602652
Path Entropy(↓):  3.888220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of mildred pierce
Start Entity:     Mildred Pierce
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1968', '1939', '1933', '1947', '1932', '1943', '1983', '1995', '1989', '1942', '1940', '1938', '1961', '1955', '1934', '1924', '1949', '1950', '1960', '1937', '1928', '1958']]
Predicted Ans:    1944
Predicted Path:   Mildred Pierce --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Mildred Pierce --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   2.016277
Path Entropy(↓):  2.800054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of vicky cristina barcelona
Start Entity:     Vicky Cristina Barcelona
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Vicky Cristina Barcelona --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Vicky Cristina Barcelona --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.541416
Path Entropy(↓):  4.623979
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did david f. shamoon write the story for
Start Entity:     David F. Shamoon
Gold Answer:      [['In Darkness']]
Predicted Ans:    In Darkness
Predicted Path:   David F. Shamoon --[(INV) written_by]--> In Darkness --[written_by]--> David F. Shamoon --[(INV) written_by]--> In Darkness
Path (Raw):       David F. Shamoon --[(INV) written_by]--> In Darkness --[written_by]--> David F. Shamoon --[(INV) written_by]--> In Darkness
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the emigrants are written by who
Start Entity:     The Emigrants
Gold Answer:      [['Vilhelm Moberg', 'Jan Troell', 'Bengt Forslund', 'Marie Hamsun']]
Predicted Ans:    Jan Troell
Predicted Path:   The Emigrants --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[written_by]--> Jan Troell
Path (Raw):       The Emigrants --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[written_by]--> Jan Troell
Neg LogProb(↓):   0.211446
Path Entropy(↓):  0.568706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of a few good men starred who
Start Entity:     A Few Good Men
Gold Answer:      [['Bruce Willis', 'Meg Ryan', 'Annette Bening', 'Jack Nicholson', 'John Cusack', 'James Woods', 'James Caan', 'Diane Keaton', 'Virginia Madsen', 'Jennifer Aniston', 'Alec Baldwin', 'Michelle Pfeiffer', 'Martin Sheen', 'Anthony Edwards', 'Rebecca De Mornay', 'Madeline Carroll', 'Callan McAuliffe', 'Michael Douglas', 'Whoopi Goldberg', 'Shirley MacLaine', 'Daphne Zuniga', 'Kevin Costner', 'Mark Ruffalo', 'Kathy Bates', 'Billy Crystal', 'Michael J. Fox', 'Frances Sternhagen', 'Richard Farnsworth', 'Jason Alexander', 'Morgan Freeman', 'Elijah Wood', 'Sterling Jerins']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   A Few Good Men --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Path (Raw):       A Few Good Men --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   1.444576
Path Entropy(↓):  2.321400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of return to the blue lagoon were directed by who
Start Entity:     Return to the Blue Lagoon
Gold Answer:      [['Franklin J. Schaffner', 'Leslie Stevens', 'Arthur Penn', 'Randal Kleiser']]
Predicted Ans:    Leslie Stevens
Predicted Path:   Return to the Blue Lagoon --[written_by]--> Leslie Stevens --[(INV) written_by]--> Incubus --[directed_by]--> Leslie Stevens
Path (Raw):       Return to the Blue Lagoon --[written_by]--> Leslie Stevens --[(INV) written_by]--> Incubus --[directed_by]--> Leslie Stevens
Neg LogProb(↓):   0.474470
Path Entropy(↓):  0.812126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by junior actors
Start Entity:     Junior
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Junior --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       Junior --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.026843
Path Entropy(↓):  0.166449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with executive action
Start Entity:     Executive Action
Gold Answer:      [['Lonely Are the Brave', 'Secret Honor', 'Exodus', 'The Last Sunset', 'Tender Comrade', 'Gun Crazy', 'You Belong to Me', 'The Prowler', 'Spartacus', 'Career', 'Johnny Got His Gun', 'Roman Holiday', 'He Ran All the Way', 'A Guy Named Joe', 'Thirty Seconds Over Tokyo', 'Terror in a Texas Town']]
Predicted Ans:    Spartacus
Predicted Path:   Executive Action --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus
Path (Raw):       Executive Action --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus --[No Operation]--> Spartacus
Neg LogProb(↓):   0.956716
Path Entropy(↓):  1.784551
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of viva maria!
Start Entity:     Viva Maria!
Gold Answer:      [['Home from the Hill', 'Eva', 'Love at First Bite', 'The Bride Wore Black', 'La Notte', 'Shalako', 'Come Dance with Me!', 'The Lovers', 'Elevator to the Gallows', 'Doctor at Sea', 'Chimes at Midnight', 'Contempt', 'Diary of a Chambermaid', 'The Proprietor', 'Spirits of the Dead', 'The Train', 'The Immortal Story', 'Mademoiselle', 'Two Weeks in Another Town', 'The Trial', 'Bay of Angels', 'All the Fine Young Cannibals', 'The Last Tycoon']]
Predicted Ans:    The Train
Predicted Path:   Viva Maria! --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> The Train
Path (Raw):       Viva Maria! --[starred_actors]--> Jeanne Moreau --[No Operation]--> Jeanne Moreau --[(INV) starred_actors]--> The Train
Neg LogProb(↓):   0.560786
Path Entropy(↓):  1.275875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by billie holiday in
Start Entity:     Billie Holiday
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Billie Holiday --[(INV) written_by]--> Lady Sings the Blues --[has_genre]--> Drama
Path (Raw):       Billie Holiday --[No Operation]--> Billie Holiday --[(INV) written_by]--> Lady Sings the Blues --[has_genre]--> Drama
Neg LogProb(↓):   0.001469
Path Entropy(↓):  0.011044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is treasure island about
Start Entity:     Treasure Island
Gold Answer:      [['disney', 'island', 'robert louis stevenson']]
Predicted Ans:    robert louis stevenson
Predicted Path:   Treasure Island --[has_tags]--> robert louis stevenson --[(INV) has_tags]--> Jekyll and Hyde... Together Again --[has_tags]--> robert louis stevenson
Path (Raw):       Treasure Island --[has_tags]--> robert louis stevenson --[(INV) has_tags]--> Jekyll and Hyde... Together Again --[has_tags]--> robert louis stevenson
Neg LogProb(↓):   0.711485
Path Entropy(↓):  0.771392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of good morning, vietnam
Start Entity:     Good Morning, Vietnam
Gold Answer:      [['Bruce Willis', 'Dustin Hoffman', 'Tom Cruise', 'Michael Gambon', 'Annette Bening', 'Valeria Golino', 'Robert De Niro', 'Glenn Close', 'Harvey Keitel', 'Nicolette Krebitz', 'Jutta Hoffmann', 'Christian Slater', 'Sean Penn', 'Billy Bob Thornton', 'Warren Beatty', 'Barry McEvoy', 'Robert Redford', 'Jasmin Tabatabai', 'Demi Moore', 'Robin Williams', 'Michael Douglas', 'Ben Kingsley', 'Christopher Walken', 'Barbara Hershey', 'Kim Basinger', 'Danny DeVito', 'Cate Blanchett', 'Robert Duvall', 'Sharon Stone', 'Laura Linney', 'Lewis Black', 'Anne Heche', 'Katja Riemann', 'Ben Stiller', 'Donald Sutherland', 'Samuel L. Jackson', 'Denis Leary', 'Richard Dreyfuss', 'Joan Cusack', 'Jack Black', 'Al Pacino', 'Joe Pesci', 'Catherine Keener', 'Robin Wright']]
Predicted Ans:    Robin Williams
Predicted Path:   Good Morning, Vietnam --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Good Morning, Vietnam --[starred_actors]--> Robin Williams
Path (Raw):       Good Morning, Vietnam --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Good Morning, Vietnam --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.891570
Path Entropy(↓):  1.190066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie fist of legend starred who
Start Entity:     Fist of Legend
Gold Answer:      [['Jet Li']]
Predicted Ans:    Jet Li
Predicted Path:   Fist of Legend --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Once Upon a Time in China II --[starred_actors]--> Jet Li
Path (Raw):       Fist of Legend --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Once Upon a Time in China II --[starred_actors]--> Jet Li
Neg LogProb(↓):   0.105471
Path Entropy(↓):  0.345070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed gloria
Start Entity:     Gloria
Gold Answer:      [['1970', '1946', '1992', '1959', '1993', '2006', '1974', '1984', '1977', '2007', '1968', '1963', '1957', '2004', '1982', '1973', '1983', '1976', '1972', '1971', '1989', '2002', '1981', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '1960', '1965', '1986']]
Predicted Ans:    1974
Predicted Path:   Gloria --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[release_year]--> 1974
Path (Raw):       Gloria --[directed_by]--> John Cassavetes --[(INV) directed_by]--> A Woman Under the Influence --[release_year]--> 1974
Neg LogProb(↓):   1.671267
Path Entropy(↓):  2.266078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of voyage to the prehistoric planet
Start Entity:     Voyage to the Prehistoric Planet
Gold Answer:      [['Kind Lady', 'Pursuit to Algiers', 'Bathing Beauty', 'Sherlock Holmes and the Voice of Terror', 'The Court Jester', 'Dressed to Kill', 'The Black Sleep', 'Sherlock Holmes and the Secret Weapon', 'Captain Blood', 'The Dawn Patrol', "Casanova's Big Night", 'The Woman in Green', 'The Bishop Murder Case', 'If I Were King', 'Sherlock Holmes in Washington', 'Sherlock Holmes Faces Death', 'Confession', 'The Garden of Allah', 'The Pearl of Death', 'Crossroads', "Frenchman's Creek", 'The Adventures of Sherlock Holmes', 'The Hound of the Baskervilles', 'Queen of Blood', 'Son of Frankenstein', 'The Adventures of Robin Hood', 'The Mark of Zorro', 'Terror by Night']]
Predicted Ans:    David Niven
Predicted Path:   Voyage to the Prehistoric Planet --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[starred_actors]--> David Niven
Path (Raw):       Voyage to the Prehistoric Planet --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[starred_actors]--> David Niven
Neg LogProb(↓):   0.088843
Path Entropy(↓):  0.408756
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by joyce carol oates were in which genres
Start Entity:     Joyce Carol Oates
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Joyce Carol Oates --[(INV) written_by]--> Smooth Talk --[has_genre]--> Drama
Path (Raw):       Joyce Carol Oates --[No Operation]--> Joyce Carol Oates --[(INV) written_by]--> Smooth Talk --[has_genre]--> Drama
Neg LogProb(↓):   0.001083
Path Entropy(↓):  0.009287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with rory kinnear
Start Entity:     Rory Kinnear
Gold Answer:      [['Peter Forbes', 'Alex Riddell', 'Mark Gatiss']]
Predicted Ans:    Rory Kinnear
Predicted Path:   Rory Kinnear --[(INV) starred_actors]--> The First Men in the Moon --[starred_actors]--> Rory Kinnear
Path (Raw):       Rory Kinnear --[No Operation]--> Rory Kinnear --[(INV) starred_actors]--> The First Men in the Moon --[starred_actors]--> Rory Kinnear
Neg LogProb(↓):   0.012212
Path Entropy(↓):  0.078714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of tony johnston written films
Start Entity:     Tony Johnston
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Tony Johnston --[(INV) written_by]--> Triggermen --[release_year]--> 2002
Path (Raw):       Tony Johnston --[No Operation]--> Tony Johnston --[(INV) written_by]--> Triggermen --[release_year]--> 2002
Neg LogProb(↓):   0.000036
Path Entropy(↓):  0.000400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie kabul express about
Start Entity:     Kabul Express
Gold Answer:      [['afghanistan']]
Predicted Ans:    afghanistan
Predicted Path:   Kabul Express --[written_by]--> Kabir Khan --[(INV) written_by]--> Kabul Express --[has_tags]--> afghanistan
Path (Raw):       Kabul Express --[written_by]--> Kabir Khan --[(INV) written_by]--> Kabul Express --[has_tags]--> afghanistan
Neg LogProb(↓):   0.001511
Path Entropy(↓):  0.011326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed continental divide
Start Entity:     Continental Divide
Gold Answer:      [['Richard Libertini', 'Richard Pryor', 'Jennifer Lopez', 'Dustin Hoffman', 'Kate Winslet', 'Levon Helm', 'Aidan Quinn', 'Madeleine Stowe', 'Kenny Kirkland', 'Omar Hakim', 'Darryl Jones', 'Sam Shepard', 'Sissy Spacek', 'Martin Sheen', 'Brian Dennehy', 'Lee Marvin', 'Sam Neill', 'Ian McKellen', 'David Kelly', 'Mary Elizabeth Mastrantonio', 'Brigitte Fossey', 'Pierce Brosnan', 'David Essex', 'Adam Faith', 'Liam Neeson', 'Ian Bannen', 'Colin Friels', 'Val Kilmer', 'William Hurt', 'Natasha Richardson', 'Gene Hackman', 'Fred Ward', 'Timothy Dalton', 'Dougray Scott', 'Sigourney Weaver', 'Graham Greene', 'Vanessa Redgrave', 'Jodie Foster', 'Saffron Burrows', 'Tommy Lee Jones']]
Predicted Ans:    Sigourney Weaver
Predicted Path:   Continental Divide --[directed_by]--> Michael Apted --[(INV) directed_by]--> Gorillas in the Mist --[starred_actors]--> Sigourney Weaver
Path (Raw):       Continental Divide --[directed_by]--> Michael Apted --[(INV) directed_by]--> Gorillas in the Mist --[starred_actors]--> Sigourney Weaver
Neg LogProb(↓):   0.328034
Path Entropy(↓):  0.927144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by alberto mendez release
Start Entity:     Alberto Méndez
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Alberto Méndez --[(INV) written_by]--> The Blind Sunflowers --[release_year]--> 2008
Path (Raw):       Alberto Méndez --[No Operation]--> Alberto Méndez --[(INV) written_by]--> The Blind Sunflowers --[release_year]--> 2008
Neg LogProb(↓):   0.000274
Path Entropy(↓):  0.002522
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film going all the way
Start Entity:     Going All the Way
Gold Answer:      [['Ehren Kruger', 'Albert Torres', 'Richard Hatem', 'Mark Pellington']]
Predicted Ans:    Richard Hatem
Predicted Path:   Going All the Way --[directed_by]--> Mark Pellington --[(INV) directed_by]--> The Mothman Prophecies --[written_by]--> Richard Hatem
Path (Raw):       Going All the Way --[directed_by]--> Mark Pellington --[(INV) directed_by]--> The Mothman Prophecies --[written_by]--> Richard Hatem
Neg LogProb(↓):   0.041409
Path Entropy(↓):  0.185412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of luther adler acted films
Start Entity:     Luther Adler
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Luther Adler --[(INV) starred_actors]--> The Brotherhood --[release_year]--> 1968
Path (Raw):       Luther Adler --[No Operation]--> Luther Adler --[(INV) starred_actors]--> The Brotherhood --[release_year]--> 1968
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in bloodrayne also appears in which movies
Start Entity:     BloodRayne
Gold Answer:      [['Piranhaconda', 'Boarding Gate', 'Donnie Brasco', 'Mentor', 'Vice', 'Loosies', 'Money for Nothing', 'Kill Me Again', 'Species', 'Reservoir Dogs', 'Mulholland Falls', 'House', 'Below', 'Species II', 'The Bleeding', 'Legally Blonde', 'The Getaway']]
Predicted Ans:    Boarding Gate
Predicted Path:   BloodRayne --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate
Path (Raw):       BloodRayne --[starred_actors]--> Michael Madsen --[No Operation]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate
Neg LogProb(↓):   0.086800
Path Entropy(↓):  0.371525
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by ari graynor were directed by who
Start Entity:     Ari Graynor
Gold Answer:      [['Jamie Travis', 'Kevin Asch']]
Predicted Ans:    Jamie Travis
Predicted Path:   Ari Graynor --[(INV) starred_actors]--> For a Good Time, Call... --[directed_by]--> Jamie Travis
Path (Raw):       Ari Graynor --[No Operation]--> Ari Graynor --[(INV) starred_actors]--> For a Good Time, Call... --[directed_by]--> Jamie Travis
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in she's out of my league
Start Entity:     She's Out of My League
Gold Answer:      [['David Ray', 'Chaz Thorne', 'Dean DeBlois', 'Chris Sanders', 'Cressida Cowell', 'Ulli Lommel', 'Evan Goldberg', 'Sally Phillips', 'Neil Jaworski', 'Ben Livingston', 'Hannah Shakespeare', 'Zackary Adler', 'Reed Fish', 'Richard Matheson', 'Edgar Allan Poe', 'Nick Simon', 'Jonathan Sobol', 'Jay Baruchel', 'Seth Rogen', 'Tze Chun', 'Oz Perkins']]
Predicted Ans:    Kyle Newman
Predicted Path:   She's Out of My League --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> Fanboys --[directed_by]--> Kyle Newman
Path (Raw):       She's Out of My League --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> Fanboys --[directed_by]--> Kyle Newman
Neg LogProb(↓):   1.024275
Path Entropy(↓):  1.333091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies directed by yoshimitsu morita released
Start Entity:     Yoshimitsu Morita
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Yoshimitsu Morita --[(INV) directed_by]--> The Family Game --[release_year]--> 1983
Path (Raw):       Yoshimitsu Morita --[No Operation]--> Yoshimitsu Morita --[(INV) directed_by]--> The Family Game --[release_year]--> 1983
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of driven
Start Entity:     Driven
Gold Answer:      [['George P. Cosmatos', 'Gary Fleder', 'Renny Harlin', 'Sylvester Stallone', 'Patrick Hughes', 'Menahem Golan', 'Ted Kotcheff', 'Simon West', 'John G. Avildsen', 'Bob Clark']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Driven --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Path (Raw):       Driven --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Neg LogProb(↓):   0.182366
Path Entropy(↓):  0.714022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie pursued
Start Entity:     Pursued
Gold Answer:      [['Maritta M. Wolff', 'Robert A. Granger', 'John Twist', 'John Huston', 'Edmund H. North', 'Leon Uris', 'Raoul Walsh', 'Carl Harbaugh', 'Owen Frawley Kildare', 'Ivan Goff', 'Sydney Boehm', 'Heck Allen', 'John Wesley Hardin', 'Frank S. Nugent', 'Robert Rossen', 'Donald Ogden Stewart', 'Richard Alan Simmons', 'Margaret Fitts', 'Æneas MacKenzie', 'Wally Kline', 'Richard Macaulay', 'Alan Le May', 'Eric Ambler', 'W.R. Burnett', 'Jerry Wald', 'Mark Hellinger', 'James J. Corbett', 'Ben Roberts', 'Virginia Kellogg']]
Predicted Ans:    John Wesley Hardin
Predicted Path:   Pursued --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Lawless Breed --[written_by]--> John Wesley Hardin
Path (Raw):       Pursued --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Lawless Breed --[written_by]--> John Wesley Hardin
Neg LogProb(↓):   1.416799
Path Entropy(↓):  2.262254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in hot tub time machine 2 also appears in which movies
Start Entity:     Hot Tub Time Machine 2
Gold Answer:      [['Hot Tub Time Machine', 'In a World...', 'The Vicious Kind', 'Sex Tape', 'Passenger Side', 'Sex Drive', 'Escape from Planet Earth', 'Sleeping with Other People', 'A.C.O.D.', 'Hell Baby', 'Friends with Kids', 'Rapture-Palooza']]
Predicted Ans:    Rapture-Palooza
Predicted Path:   Hot Tub Time Machine 2 --[starred_actors]--> Rob Corddry --[(INV) starred_actors]--> Rapture-Palooza
Path (Raw):       Hot Tub Time Machine 2 --[starred_actors]--> Rob Corddry --[No Operation]--> Rob Corddry --[(INV) starred_actors]--> Rapture-Palooza
Neg LogProb(↓):   0.440568
Path Entropy(↓):  1.278854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by zack ward in
Start Entity:     Zack Ward
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Zack Ward --[(INV) starred_actors]--> Postal --[has_genre]--> Comedy
Path (Raw):       Zack Ward --[No Operation]--> Zack Ward --[(INV) starred_actors]--> Postal --[has_genre]--> Comedy
Neg LogProb(↓):   0.003748
Path Entropy(↓):  0.024642
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film fright
Start Entity:     Fright
Gold Answer:      [['Rainer Werner Fassbinder', 'David Zelag Goodman', 'Kyle Onstott', 'T.E.B. Clarke', 'Dennis Wheatley', 'Rod Lurie', 'Gordon Williams', 'Robert Aldrich', 'Martin Cruz Smith', 'John Hopkins', 'Jacques Demy', 'Sam Peckinpah', 'Dennis Potter', 'Jack Kirkland', 'William Rose']]
Predicted Ans:    Jacques Demy
Predicted Path:   Fright --[starred_actors]--> Susan George --[(INV) starred_actors]--> Lola --[written_by]--> Jacques Demy
Path (Raw):       Fright --[starred_actors]--> Susan George --[(INV) starred_actors]--> Lola --[written_by]--> Jacques Demy
Neg LogProb(↓):   0.157201
Path Entropy(↓):  0.537410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by greg timmermans fall under
Start Entity:     Greg Timmermans
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Greg Timmermans --[(INV) starred_actors]--> Ben X --[has_genre]--> Drama
Path (Raw):       Greg Timmermans --[No Operation]--> Greg Timmermans --[(INV) starred_actors]--> Ben X --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with girl in the cadillac fall under
Start Entity:     Girl in the Cadillac
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Girl in the Cadillac --[starred_actors]--> William McNamara --[(INV) starred_actors]--> Chasers --[has_genre]--> Comedy
Path (Raw):       Girl in the Cadillac --[starred_actors]--> William McNamara --[(INV) starred_actors]--> Chasers --[has_genre]--> Comedy
Neg LogProb(↓):   0.300465
Path Entropy(↓):  0.794348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the human tornado were in which genres
Start Entity:     The Human Tornado
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Human Tornado --[starred_actors]--> Rudy Ray Moore --[(INV) starred_actors]--> Dolemite --[has_genre]--> Comedy
Path (Raw):       The Human Tornado --[starred_actors]--> Rudy Ray Moore --[(INV) starred_actors]--> Dolemite --[has_genre]--> Comedy
Neg LogProb(↓):   0.001620
Path Entropy(↓):  0.013004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote king creole
Start Entity:     King Creole
Gold Answer:      [['Edward Dmytryk', 'Lewis Gilbert']]
Predicted Ans:    Edward Dmytryk
Predicted Path:   King Creole --[written_by]--> Harold Robbins --[(INV) written_by]--> Where Love Has Gone --[directed_by]--> Edward Dmytryk
Path (Raw):       King Creole --[written_by]--> Harold Robbins --[(INV) written_by]--> Where Love Has Gone --[directed_by]--> Edward Dmytryk
Neg LogProb(↓):   0.185345
Path Entropy(↓):  0.590791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of city of joy
Start Entity:     City of Joy
Gold Answer:      [['Drama', 'War', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   City of Joy --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[has_genre]--> Drama
Path (Raw):       City of Joy --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[has_genre]--> Drama
Neg LogProb(↓):   0.033496
Path Entropy(↓):  0.171853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film extreme justice
Start Entity:     Extreme Justice
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Extreme Justice --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Extreme Justice --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.817669
Path Entropy(↓):  4.435801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by michael barrie
Start Entity:     Michael Barrie
Gold Answer:      [['John Landis', 'Robert K. Weiss', 'Joe Dante', 'Carl Gottlieb', 'Peter Horton']]
Predicted Ans:    John Landis
Predicted Path:   Michael Barrie --[(INV) written_by]--> Amazon Women on the Moon --[directed_by]--> John Landis
Path (Raw):       Michael Barrie --[No Operation]--> Michael Barrie --[(INV) written_by]--> Amazon Women on the Moon --[directed_by]--> John Landis
Neg LogProb(↓):   0.059094
Path Entropy(↓):  0.258027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films once upon a time in anatolia are written by who
Start Entity:     Once Upon a Time in Anatolia
Gold Answer:      [['Nuri Bilge Ceylan']]
Predicted Ans:    Nuri Bilge Ceylan
Predicted Path:   Once Upon a Time in Anatolia --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Winter Sleep --[written_by]--> Nuri Bilge Ceylan
Path (Raw):       Once Upon a Time in Anatolia --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Winter Sleep --[written_by]--> Nuri Bilge Ceylan
Neg LogProb(↓):   0.235162
Path Entropy(↓):  0.748371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with footloose in
Start Entity:     Footloose
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Footloose --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Come See the Paradise --[in_language]--> Japanese
Path (Raw):       Footloose --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Come See the Paradise --[in_language]--> Japanese
Neg LogProb(↓):   0.626073
Path Entropy(↓):  1.211718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in hysterical blindness
Start Entity:     Hysterical Blindness
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1977', '2007', '1968', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1995', '2001', '1990', '1996', '2012', '2013', '1962', '1988', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1982
Predicted Path:   Hysterical Blindness --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> Tempest --[release_year]--> 1982
Path (Raw):       Hysterical Blindness --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> Tempest --[release_year]--> 1982
Neg LogProb(↓):   1.521569
Path Entropy(↓):  2.485877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the memories of underdevelopment director
Start Entity:     Memories of Underdevelopment
Gold Answer:      [['Spanish']]
Predicted Ans:    Tomás Gutiérrez Alea
Predicted Path:   Memories of Underdevelopment --[directed_by]--> Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata --[written_by]--> Tomás Gutiérrez Alea
Path (Raw):       Memories of Underdevelopment --[directed_by]--> Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata --[written_by]--> Tomás Gutiérrez Alea
Neg LogProb(↓):   0.750333
Path Entropy(↓):  1.101272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films did lewis seiler direct
Start Entity:     Lewis Seiler
Gold Answer:      [['The Winning Team', 'Guadalcanal Diary', 'Pittsburgh', 'The Smiling Ghost']]
Predicted Ans:    The Winning Team
Predicted Path:   Lewis Seiler --[(INV) directed_by]--> The Winning Team --[directed_by]--> Lewis Seiler --[(INV) directed_by]--> The Winning Team
Path (Raw):       Lewis Seiler --[(INV) directed_by]--> The Winning Team --[directed_by]--> Lewis Seiler --[(INV) directed_by]--> The Winning Team
Neg LogProb(↓):   0.789191
Path Entropy(↓):  1.322931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ben court were released in which years
Start Entity:     Ben Court
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Ben Court --[(INV) written_by]--> Cracks --[release_year]--> 2009
Path (Raw):       Ben Court --[No Operation]--> Ben Court --[(INV) written_by]--> Cracks --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by cecily brown were released in which years
Start Entity:     Cecily Brown
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Cecily Brown --[(INV) directed_by]--> Destricted --[release_year]--> 2006
Path (Raw):       Cecily Brown --[No Operation]--> Cecily Brown --[(INV) directed_by]--> Destricted --[release_year]--> 2006
Neg LogProb(↓):   0.000159
Path Entropy(↓):  0.001554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the gingerbread man
Start Entity:     The Gingerbread Man
Gold Answer:      [['1997', '2003', '1993', '2004', '1996', '1994', '1956']]
Predicted Ans:    1997
Predicted Path:   The Gingerbread Man --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker --[release_year]--> 1997
Path (Raw):       The Gingerbread Man --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker --[release_year]--> 1997
Neg LogProb(↓):   0.599135
Path Entropy(↓):  1.568893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in summer storm
Start Entity:     Summer Storm
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Summer Storm --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Path (Raw):       Summer Storm --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   1.102971
Path Entropy(↓):  2.015736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of addams family values
Start Entity:     Addams Family Values
Gold Answer:      [['Western', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Addams Family Values --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> For Love or Money --[has_genre]--> Comedy
Path (Raw):       Addams Family Values --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> For Love or Money --[has_genre]--> Comedy
Neg LogProb(↓):   1.073693
Path Entropy(↓):  1.416427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film coach carter were in which genres
Start Entity:     Coach Carter
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Coach Carter --[written_by]--> John Gatins --[(INV) written_by]--> Coach Carter --[has_genre]--> Drama
Path (Raw):       Coach Carter --[written_by]--> John Gatins --[(INV) written_by]--> Coach Carter --[has_genre]--> Drama
Neg LogProb(↓):   0.030267
Path Entropy(↓):  0.165675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by florence bates
Start Entity:     Florence Bates
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Florence Bates --[(INV) starred_actors]--> The Second Woman --[has_genre]--> Mystery
Path (Raw):       Florence Bates --[No Operation]--> Florence Bates --[(INV) starred_actors]--> The Second Woman --[has_genre]--> Mystery
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by melissa rosenberg
Start Entity:     Melissa Rosenberg
Gold Answer:      [['Kristen Stewart', 'Reese Witherspoon', 'Paul Newman', 'Gene Hackman', 'Susan Sarandon']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Melissa Rosenberg --[(INV) written_by]--> Twilight --[starred_actors]--> Reese Witherspoon
Path (Raw):       Melissa Rosenberg --[No Operation]--> Melissa Rosenberg --[(INV) written_by]--> Twilight --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.271420
Path Entropy(↓):  0.683806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie liberal arts
Start Entity:     Liberal Arts
Gold Answer:      [['Josh Radnor']]
Predicted Ans:    Josh Radnor
Predicted Path:   Liberal Arts --[directed_by]--> Josh Radnor --[(INV) directed_by]--> Happythankyoumoreplease --[directed_by]--> Josh Radnor
Path (Raw):       Liberal Arts --[directed_by]--> Josh Radnor --[(INV) directed_by]--> Happythankyoumoreplease --[directed_by]--> Josh Radnor
Neg LogProb(↓):   0.044275
Path Entropy(↓):  0.178667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the boondock saints
Start Entity:     The Boondock Saints
Gold Answer:      [['Sean Patrick Flanery', 'Willem Dafoe', 'Norman Reedus', 'David Della Rocco']]
Predicted Ans:    Willem Dafoe
Predicted Path:   The Boondock Saints --[written_by]--> Troy Duffy --[(INV) written_by]--> The Boondock Saints --[starred_actors]--> Willem Dafoe
Path (Raw):       The Boondock Saints --[written_by]--> Troy Duffy --[(INV) written_by]--> The Boondock Saints --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   0.697481
Path Entropy(↓):  1.562704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of youngblood
Start Entity:     Youngblood
Gold Answer:      [['Gary Cooper', 'Gene Hackman', 'Emilie de Ravin', 'Ivan Sergei', 'Danny Glover']]
Predicted Ans:    Gary Cooper
Predicted Path:   Youngblood --[directed_by]--> Peter Markle --[(INV) directed_by]--> High Noon --[starred_actors]--> Gary Cooper
Path (Raw):       Youngblood --[directed_by]--> Peter Markle --[(INV) directed_by]--> High Noon --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.004493
Path Entropy(↓):  0.034471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of the last starfighter starred who
Start Entity:     The Last Starfighter
Gold Answer:      [['Jay Underwood', 'Mason Gamble', 'Lucy Deakins', 'Fred Savage', 'Gregory Hines', 'Bonnie Bedelia', 'Walter Matthau']]
Predicted Ans:    Walter Matthau
Predicted Path:   The Last Starfighter --[directed_by]--> Nick Castle --[(INV) directed_by]--> Dennis the Menace --[starred_actors]--> Walter Matthau
Path (Raw):       The Last Starfighter --[directed_by]--> Nick Castle --[(INV) directed_by]--> Dennis the Menace --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.311352
Path Entropy(↓):  0.833970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was richard schenkman a writer on
Start Entity:     Richard Schenkman
Gold Answer:      [['Mischief Night', 'Went to Coney Island on a Mission from God... Be Back by Five']]
Predicted Ans:    Mischief Night
Predicted Path:   Richard Schenkman --[(INV) written_by]--> Mischief Night --[written_by]--> Richard Schenkman --[(INV) written_by]--> Mischief Night
Path (Raw):       Richard Schenkman --[(INV) written_by]--> Mischief Night --[written_by]--> Richard Schenkman --[(INV) written_by]--> Mischief Night
Neg LogProb(↓):   0.427966
Path Entropy(↓):  0.943467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the november man
Start Entity:     The November Man
Gold Answer:      [['Bruce Feirstein', 'Andrew Davies', 'John le Carré', 'Daniel Defoe', 'Brett Leonard', 'Frederick Forsyth', 'Oren Moverman', 'John Bingham', 'Paul Haggis', 'Joseph Kosinski', 'Ira Sachs', 'Shana Feste', 'Bart Baker', 'John Masters', 'John Boorman', 'Gimel Everett', 'Andrew Knight', 'Andrew Anastasios', 'Aline Brosh McKenna', 'Michael France', 'Jacques Perrin', 'Robert Harling', 'Jacques Cluzaud', 'Catherine Johnson', 'Ian Fleming', 'Neal Purvis', 'Richard Durham', 'Muhammad Ali', 'Herbert Muhammad', 'Robert Wade', 'Richard Shepard', 'Allison Pearson', 'John McTiernan', 'Stephen King', 'Terrence Malick', 'David Von Ancken', 'Abby Everett Jaques', 'Jonathan Gems', 'Nick Hornby', 'Luis Buñuel']]
Predicted Ans:    Ian Fleming
Predicted Path:   The November Man --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[written_by]--> Ian Fleming
Path (Raw):       The November Man --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[written_by]--> Ian Fleming
Neg LogProb(↓):   1.116449
Path Entropy(↓):  2.029628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed bloody birthday
Start Entity:     Bloody Birthday
Gold Answer:      [['Ed Hunt']]
Predicted Ans:    Ed Hunt
Predicted Path:   Bloody Birthday --[directed_by]--> Ed Hunt --[(INV) directed_by]--> Starship Invasions --[written_by]--> Ed Hunt
Path (Raw):       Bloody Birthday --[directed_by]--> Ed Hunt --[(INV) directed_by]--> Starship Invasions --[written_by]--> Ed Hunt
Neg LogProb(↓):   0.001396
Path Entropy(↓):  0.011707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the mummy's shroud
Start Entity:     The Mummy's Shroud
Gold Answer:      [['John Gilling', 'Terence Fisher', 'Rodney Gibbons', 'Sidney Lanfield']]
Predicted Ans:    Rodney Gibbons
Predicted Path:   The Mummy's Shroud --[starred_actors]--> André Morell --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Rodney Gibbons
Path (Raw):       The Mummy's Shroud --[starred_actors]--> André Morell --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Rodney Gibbons
Neg LogProb(↓):   0.594997
Path Entropy(↓):  0.775482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film saving general yang were in which genres
Start Entity:     Saving General Yang
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Fantasy
Predicted Path:   Saving General Yang --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Warriors of Virtue --[has_genre]--> Fantasy
Path (Raw):       Saving General Yang --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Warriors of Virtue --[has_genre]--> Fantasy
Neg LogProb(↓):   0.012550
Path Entropy(↓):  0.080250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jared padalecki appear in
Start Entity:     Jared Padalecki
Gold Answer:      [['Friday the 13th']]
Predicted Ans:    Friday the 13th
Predicted Path:   Jared Padalecki --[(INV) starred_actors]--> Friday the 13th --[starred_actors]--> Jeannine Taylor --[(INV) starred_actors]--> Friday the 13th
Path (Raw):       Jared Padalecki --[(INV) starred_actors]--> Friday the 13th --[starred_actors]--> Jeannine Taylor --[(INV) starred_actors]--> Friday the 13th
Neg LogProb(↓):   0.002680
Path Entropy(↓):  0.020831
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did erik white direct
Start Entity:     Erik White
Gold Answer:      [['Lottery Ticket']]
Predicted Ans:    Lottery Ticket
Predicted Path:   Erik White --[(INV) directed_by]--> Lottery Ticket --[directed_by]--> Erik White --[(INV) directed_by]--> Lottery Ticket
Path (Raw):       Erik White --[(INV) directed_by]--> Lottery Ticket --[directed_by]--> Erik White --[(INV) directed_by]--> Lottery Ticket
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed champion
Start Entity:     Champion
Gold Answer:      [['Jacqueline Susann', 'Don Mankiewicz', 'David Westheimer', 'George Axelrod', 'Baynard Kendrick', 'Robert Buckner', "John O'Hara", 'Grace Metalious', 'Mario Puzo', 'Philip Yordan', 'John Michael Hayes', 'Arthur Laurents', 'George Fox', 'Budd Schulberg', 'Irving Wallace', 'Ernest Lehman', 'Ardel Wray']]
Predicted Ans:    Ardel Wray
Predicted Path:   Champion --[directed_by]--> Mark Robson --[(INV) directed_by]--> Isle of the Dead --[written_by]--> Ardel Wray
Path (Raw):       Champion --[directed_by]--> Mark Robson --[(INV) directed_by]--> Isle of the Dead --[written_by]--> Ardel Wray
Neg LogProb(↓):   0.559996
Path Entropy(↓):  1.508135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in fritz the cat
Start Entity:     Fritz the Cat
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fritz the Cat --[starred_actors]--> Skip Hinnant --[(INV) starred_actors]--> The Nine Lives of Fritz the Cat --[has_genre]--> Comedy
Path (Raw):       Fritz the Cat --[starred_actors]--> Skip Hinnant --[(INV) starred_actors]--> The Nine Lives of Fritz the Cat --[has_genre]--> Comedy
Neg LogProb(↓):   0.028613
Path Entropy(↓):  0.129237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by chimamanda ngozi adichie in
Start Entity:     Chimamanda Ngozi Adichie
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Chimamanda Ngozi Adichie --[(INV) written_by]--> Half of a Yellow Sun --[has_genre]--> Drama
Path (Raw):       Chimamanda Ngozi Adichie --[No Operation]--> Chimamanda Ngozi Adichie --[(INV) written_by]--> Half of a Yellow Sun --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the bridesmaid
Start Entity:     The Bridesmaid
Gold Answer:      [['Vincente Minnelli', 'Pedro Almodóvar', 'Adrian Lyne', 'Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   The Bridesmaid --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[directed_by]--> Claude Chabrol
Path (Raw):       The Bridesmaid --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   0.433514
Path Entropy(↓):  1.102996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by meisa kuroki
Start Entity:     Meisa Kuroki
Gold Answer:      [['Takashi Miike', 'Fumihiko Sori']]
Predicted Ans:    Takashi Miike
Predicted Path:   Meisa Kuroki --[(INV) starred_actors]--> Crows Zero --[directed_by]--> Takashi Miike
Path (Raw):       Meisa Kuroki --[No Operation]--> Meisa Kuroki --[(INV) starred_actors]--> Crows Zero --[directed_by]--> Takashi Miike
Neg LogProb(↓):   0.000294
Path Entropy(↓):  0.002683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film hercules in new york
Start Entity:     Hercules in New York
Gold Answer:      [['1993', '1936', '1985', '1979', '1984', '1977', '1982', '2014', '1994', '1976', '1948', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1999', '1987', '1986']]
Predicted Ans:    1984
Predicted Path:   Hercules in New York --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> The Terminator --[release_year]--> 1984
Path (Raw):       Hercules in New York --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> The Terminator --[release_year]--> 1984
Neg LogProb(↓):   1.357092
Path Entropy(↓):  1.769041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie floating skyscrapers
Start Entity:     Floating Skyscrapers
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Floating Skyscrapers --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Floating Skyscrapers --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.171171
Path Entropy(↓):  4.508136
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by hulk
Start Entity:     hulk
Gold Answer:      [['The Trial of the Incredible Hulk', 'Hulk', 'The Incredible Hulk', 'The Avengers', 'No Holds Barred']]
Predicted Ans:    No Holds Barred
Predicted Path:   hulk --[(INV) has_tags]--> No Holds Barred --[has_tags]--> hulk hogan --[(INV) has_tags]--> No Holds Barred
Path (Raw):       hulk --[(INV) has_tags]--> No Holds Barred --[has_tags]--> hulk hogan --[(INV) has_tags]--> No Holds Barred
Neg LogProb(↓):   0.001450
Path Entropy(↓):  0.011196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with moon 44 in
Start Entity:     Moon 44
Gold Answer:      [['French', 'Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   Moon 44 --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[in_language]--> German
Path (Raw):       Moon 44 --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[in_language]--> German
Neg LogProb(↓):   0.043381
Path Entropy(↓):  0.175777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by amanda bearse were written by who
Start Entity:     Amanda Bearse
Gold Answer:      [['Tom Holland']]
Predicted Ans:    Tom Holland
Predicted Path:   Amanda Bearse --[(INV) starred_actors]--> Fright Night --[written_by]--> Tom Holland
Path (Raw):       Amanda Bearse --[No Operation]--> Amanda Bearse --[(INV) starred_actors]--> Fright Night --[written_by]--> Tom Holland
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of another man's poison
Start Entity:     Another Man's Poison
Gold Answer:      [['Val Guest', 'Leslie Sands']]
Predicted Ans:    Val Guest
Predicted Path:   Another Man's Poison --[written_by]--> Val Guest --[(INV) written_by]--> The Day the Earth Caught Fire --[written_by]--> Val Guest
Path (Raw):       Another Man's Poison --[written_by]--> Val Guest --[(INV) written_by]--> The Day the Earth Caught Fire --[written_by]--> Val Guest
Neg LogProb(↓):   0.154093
Path Entropy(↓):  0.505417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of christina ricci starred movies
Start Entity:     Christina Ricci
Gold Answer:      [['1995', '1998', '2000', '1997', '1948', '2009', '2001', '2003', '1996', '2006', '1999', '2002', '2012', '2013']]
Predicted Ans:    1999
Predicted Path:   Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[release_year]--> 1999
Path (Raw):       Christina Ricci --[No Operation]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[release_year]--> 1999
Neg LogProb(↓):   0.643831
Path Entropy(↓):  1.737814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with sayonara in
Start Entity:     Sayonara
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sayonara --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Fanny --[in_language]--> French
Path (Raw):       Sayonara --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Fanny --[in_language]--> French
Neg LogProb(↓):   0.014008
Path Entropy(↓):  0.077492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film educating rita was directed by who
Start Entity:     Educating Rita
Gold Answer:      [['Lewis Gilbert']]
Predicted Ans:    Lewis Gilbert
Predicted Path:   Educating Rita --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita --[directed_by]--> Lewis Gilbert
Path (Raw):       Educating Rita --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita --[directed_by]--> Lewis Gilbert
Neg LogProb(↓):   0.280495
Path Entropy(↓):  0.792565
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of frenchman's creek were directed by who
Start Entity:     Frenchman's Creek
Gold Answer:      [['Brian Desmond Hurst', 'Nicolas Roeg', 'Charles Sturridge', 'Henry Koster', 'Alfred Hitchcock']]
Predicted Ans:    Henry Koster
Predicted Path:   Frenchman's Creek --[written_by]--> Daphne Du Maurier --[(INV) written_by]--> My Cousin Rachel --[directed_by]--> Henry Koster
Path (Raw):       Frenchman's Creek --[written_by]--> Daphne Du Maurier --[(INV) written_by]--> My Cousin Rachel --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.696581
Path Entropy(↓):  1.276373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed holding trevor
Start Entity:     Holding Trevor
Gold Answer:      [['Rosser Goodman']]
Predicted Ans:    Rosser Goodman
Predicted Path:   Holding Trevor --[directed_by]--> Rosser Goodman --[(INV) directed_by]--> Holding Trevor --[directed_by]--> Rosser Goodman
Path (Raw):       Holding Trevor --[directed_by]--> Rosser Goodman --[(INV) directed_by]--> Holding Trevor --[directed_by]--> Rosser Goodman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the bad luck love director
Start Entity:     Bad Luck Love
Gold Answer:      [['Olli Saarela', 'Antti Tuuri']]
Predicted Ans:    Antti Tuuri
Predicted Path:   Bad Luck Love --[directed_by]--> Olli Saarela --[(INV) directed_by]--> Ambush --[written_by]--> Antti Tuuri
Path (Raw):       Bad Luck Love --[directed_by]--> Olli Saarela --[(INV) directed_by]--> Ambush --[written_by]--> Antti Tuuri
Neg LogProb(↓):   0.023367
Path Entropy(↓):  0.111358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie chopper, when was it released
Start Entity:     Chopper
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Chopper --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Chopper --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.733700
Path Entropy(↓):  4.125276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by craig mazin were written by who
Start Entity:     Craig Mazin
Gold Answer:      [['James Gunn']]
Predicted Ans:    Craig Mazin
Predicted Path:   Craig Mazin --[(INV) directed_by]--> Superhero Movie --[written_by]--> Craig Mazin
Path (Raw):       Craig Mazin --[No Operation]--> Craig Mazin --[(INV) directed_by]--> Superhero Movie --[written_by]--> Craig Mazin
Neg LogProb(↓):   0.050460
Path Entropy(↓):  0.213989
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed don't worry, i'm fine
Start Entity:     Don't Worry, I'm Fine
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Don't Worry, I'm Fine --[directed_by]--> Philippe Lioret --[(INV) directed_by]--> Welcome --[in_language]--> French
Path (Raw):       Don't Worry, I'm Fine --[directed_by]--> Philippe Lioret --[(INV) directed_by]--> Welcome --[in_language]--> French
Neg LogProb(↓):   0.299824
Path Entropy(↓):  0.572081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the pink panther
Start Entity:     The Pink Panther
Gold Answer:      [['The Out-of-Towners', 'Dirty Rotten Scoundrels', 'Rollerball', 'The Battle of the Sexes', 'Parenthood', 'The Biggest Bundle of Them All', "There's a Girl in My Soup", '55 Days at Peking', 'The 7th Dawn', 'Eternally Yours', 'Harry Brown', 'The Moon Is Blue', 'Broken Lance', 'Bedtime Story', "Please Don't Eat the Daisies", 'Cheaper by the Dozen 2', 'Darling Companion', 'After the Fox', 'The Hunters', 'Silverado', '¡Three Amigos!', 'Father of the Bride', 'My Blue Heaven', 'Roxanne', 'The Road to El Dorado', 'Candleshoe', 'Trade', 'Just Visiting', 'The Jerk', 'Transsiberian', 'Trail of the Pink Panther', 'A Shot in the Dark', 'The Last of Robin Hood', "It's Complicated", 'The Man with Two Brains', 'The Fiendish Plot of Dr. Fu Manchu', 'Wild Wild West', 'Armored', 'Soapdish', 'The Mountain', 'The Conspirator', 'Empire of the Wolves', 'Halls of Montezuma', 'The Prisoner of Zenda', 'Jet Lag', 'Home', 'Revenge of the Pink Panther', 'Hoffman', 'A Dennis the Menace Christmas', 'Bowfinger', "The Emperor's Club", "Sophie's Choice", 'Separate Tables', 'The Ladykillers', 'Happy Go Lovely', 'The True Story of Jesse James', 'Being There', 'A Kiss Before Dying', "The Bishop's Wife", "A Midsummer Night's Dream", 'The Bobo', 'The Mouse That Roared', 'Walk on the Wild Side', 'Bachelor Mother', 'The Spanish Prisoner', 'The Sea Wolves', 'The Ice Storm', 'Godzilla', 'Wasabi', 'My Old Lady', 'The January Man', 'The Return of the Pink Panther', 'Between Heaven and Hell', "I'm All Right Jack", 'French Kiss', 'The Real Glory', 'The Party', 'Man in the Chair', 'The Lonely Guy', 'Madame Sin', 'Mixed Nuts', 'A Simple Twist of Fate', 'Cheaper by the Dozen', 'The Big Blue', 'The Guns of Navarone', 'Thank You, Jeeves!', 'The Dawn Patrol', "Dead Men Don't Wear Plaid", 'The Honey Pot', 'Novocaine', 'Lars and the Real Girl', 'A Fish Called Wanda', 'Shopgirl', 'The Da Vinci Code', 'The Pink Panther 2', 'Fierce Creatures', 'All of Me', 'The Pirates of Penzance', 'Casino Royale', 'Dave', 'Eye of the Devil', 'Father of the Bride Part II', 'Sgt. Bilko', 'Dear Frankie', 'Ronin', 'Pennies from Heaven', 'Bonjour Tristesse', 'The Toast of New Orleans', 'L.A. Story', 'Last Vegas', 'Consenting Adults', 'Leap of Faith', 'The Magic Christian', 'Bringing Down the House', 'My Man Godfrey', 'Cars 2', 'The Wrong Arm of the Law', 'Chaos Theory', 'All the Fine Young Cannibals', 'Flushed Away', 'The World of Henry Orient', 'The Way Ahead', 'Enchantment']]
Predicted Ans:    The Sea Wolves
Predicted Path:   The Pink Panther --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Sea Wolves
Path (Raw):       The Pink Panther --[No Operation]--> The Pink Panther --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Sea Wolves
Neg LogProb(↓):   1.507893
Path Entropy(↓):  2.412690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with brass target fall under
Start Entity:     Brass Target
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Brass Target --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus --[has_genre]--> Horror
Path (Raw):       Brass Target --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus --[has_genre]--> Horror
Neg LogProb(↓):   0.009426
Path Entropy(↓):  0.059715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of sade
Start Entity:     Sade
Gold Answer:      [['Charlotte Le Bon', 'Laura Smet', 'Guillaume Gallienne', 'Pierre Niney']]
Predicted Ans:    Benoît Jacquot
Predicted Path:   Sade --[written_by]--> Jacques Fieschi --[(INV) written_by]--> Sade --[directed_by]--> Benoît Jacquot
Path (Raw):       Sade --[written_by]--> Jacques Fieschi --[(INV) written_by]--> Sade --[directed_by]--> Benoît Jacquot
Neg LogProb(↓):   0.174186
Path Entropy(↓):  0.443069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies are about convent
Start Entity:     convent
Gold Answer:      [['Black Narcissus', 'Sister Act']]
Predicted Ans:    Black Narcissus
Predicted Path:   convent --[(INV) has_tags]--> Black Narcissus --[has_tags]--> jack cardiff --[(INV) has_tags]--> Black Narcissus
Path (Raw):       convent --[(INV) has_tags]--> Black Narcissus --[has_tags]--> jack cardiff --[(INV) has_tags]--> Black Narcissus
Neg LogProb(↓):   0.170685
Path Entropy(↓):  0.608361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the grand
Start Entity:     The Grand
Gold Answer:      [['Incident at Loch Ness']]
Predicted Ans:    Incident at Loch Ness
Predicted Path:   The Grand --[directed_by]--> Zak Penn --[(INV) directed_by]--> Incident at Loch Ness
Path (Raw):       The Grand --[No Operation]--> The Grand --[directed_by]--> Zak Penn --[(INV) directed_by]--> Incident at Loch Ness
Neg LogProb(↓):   0.252029
Path Entropy(↓):  0.631666
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of trois
Start Entity:     Trois
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Trois --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Trois --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.572484
Path Entropy(↓):  2.719383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was charles g. booth the writer of
Start Entity:     Charles G. Booth
Gold Answer:      [['The General Died at Dawn']]
Predicted Ans:    The General Died at Dawn
Predicted Path:   Charles G. Booth --[(INV) written_by]--> The General Died at Dawn --[written_by]--> Charles G. Booth --[(INV) written_by]--> The General Died at Dawn
Path (Raw):       Charles G. Booth --[(INV) written_by]--> The General Died at Dawn --[written_by]--> Charles G. Booth --[(INV) written_by]--> The General Died at Dawn
Neg LogProb(↓):   0.680828
Path Entropy(↓):  0.693070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in midnight in paris
Start Entity:     Midnight in Paris
Gold Answer:      [['1963', '2000', '1997', '1933', '2009', '2001', '2008', '2005', '2010', '2004', '1996', '2006', '1999', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2011
Predicted Path:   Midnight in Paris --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> Cars 2 --[release_year]--> 2011
Path (Raw):       Midnight in Paris --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> Cars 2 --[release_year]--> 2011
Neg LogProb(↓):   1.243897
Path Entropy(↓):  2.061088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with jim clark
Start Entity:     Jim Clark
Gold Answer:      [['William Butler']]
Predicted Ans:    William Butler
Predicted Path:   Jim Clark --[(INV) directed_by]--> Madhouse --[directed_by]--> William Butler
Path (Raw):       Jim Clark --[No Operation]--> Jim Clark --[(INV) directed_by]--> Madhouse --[directed_by]--> William Butler
Neg LogProb(↓):   0.070749
Path Entropy(↓):  0.249230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by jim o'connolly
Start Entity:     Jim O'Connolly
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Jim O'Connolly --[(INV) directed_by]--> The Valley of Gwangi --[has_genre]--> Western
Path (Raw):       Jim O'Connolly --[No Operation]--> Jim O'Connolly --[(INV) directed_by]--> The Valley of Gwangi --[has_genre]--> Western
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film eurotrip
Start Entity:     EuroTrip
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   EuroTrip --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Path (Raw):       EuroTrip --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Neg LogProb(↓):   3.261770
Path Entropy(↓):  4.457177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of how i live now
Start Entity:     How I Live Now
Gold Answer:      [['Drama', 'Fantasy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   How I Live Now --[written_by]--> Tony Grisoni --[(INV) written_by]--> The Unloved --[has_genre]--> Drama
Path (Raw):       How I Live Now --[written_by]--> Tony Grisoni --[(INV) written_by]--> The Unloved --[has_genre]--> Drama
Neg LogProb(↓):   0.223147
Path Entropy(↓):  0.665901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by jorge d'elia
Start Entity:     Jorge D'Elía
Gold Answer:      [['Daniel Burman']]
Predicted Ans:    Daniel Burman
Predicted Path:   Jorge D'Elía --[(INV) starred_actors]--> Lost Embrace --[directed_by]--> Daniel Burman
Path (Raw):       Jorge D'Elía --[No Operation]--> Jorge D'Elía --[(INV) starred_actors]--> Lost Embrace --[directed_by]--> Daniel Burman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by michael goetz
Start Entity:     Michael Goetz
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Michael Goetz --[(INV) directed_by]--> Scenic Route --[has_genre]--> Thriller
Path (Raw):       Michael Goetz --[No Operation]--> Michael Goetz --[(INV) directed_by]--> Scenic Route --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by jason scott lee released
Start Entity:     Jason Scott Lee
Gold Answer:      [['1998', '1992']]
Predicted Ans:    1992
Predicted Path:   Jason Scott Lee --[(INV) starred_actors]--> Map of the Human Heart --[release_year]--> 1992
Path (Raw):       Jason Scott Lee --[No Operation]--> Jason Scott Lee --[(INV) starred_actors]--> Map of the Human Heart --[release_year]--> 1992
Neg LogProb(↓):   0.080483
Path Entropy(↓):  0.297780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the you're next director
Start Entity:     You're Next
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   You're Next --[directed_by]--> Adam Wingard --[(INV) directed_by]--> V/H/S/2 --[has_genre]--> Horror
Path (Raw):       You're Next --[directed_by]--> Adam Wingard --[(INV) directed_by]--> V/H/S/2 --[has_genre]--> Horror
Neg LogProb(↓):   0.000612
Path Entropy(↓):  0.005481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mick jackson directed which movies
Start Entity:     Mick Jackson
Gold Answer:      [['Tuesdays with Morrie', 'Clean Slate', 'Volcano', 'L.A. Story', 'Chattahoochee', 'Temple Grandin', 'The Bodyguard', 'Threads', 'Live from Baghdad']]
Predicted Ans:    Tuesdays with Morrie
Predicted Path:   Mick Jackson --[(INV) directed_by]--> Tuesdays with Morrie --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Tuesdays with Morrie
Path (Raw):       Mick Jackson --[(INV) directed_by]--> Tuesdays with Morrie --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Tuesdays with Morrie
Neg LogProb(↓):   0.503994
Path Entropy(↓):  1.605332
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by janette oke
Start Entity:     Janette Oke
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Janette Oke --[(INV) written_by]--> Love Comes Softly --[has_genre]--> Drama
Path (Raw):       Janette Oke --[No Operation]--> Janette Oke --[(INV) written_by]--> Love Comes Softly --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by indra kumar
Start Entity:     Indra Kumar
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Indra Kumar --[(INV) directed_by]--> Grand Masti --[has_genre]--> Comedy
Path (Raw):       Indra Kumar --[No Operation]--> Indra Kumar --[(INV) directed_by]--> Grand Masti --[has_genre]--> Comedy
Neg LogProb(↓):   0.474664
Path Entropy(↓):  0.919628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film we were soldiers
Start Entity:     We Were Soldiers
Gold Answer:      [['Randall Wallace', 'Joseph L. Galloway']]
Predicted Ans:    Randall Wallace
Predicted Path:   We Were Soldiers --[written_by]--> Randall Wallace --[(INV) written_by]--> We Were Soldiers --[written_by]--> Randall Wallace
Path (Raw):       We Were Soldiers --[written_by]--> Randall Wallace --[(INV) written_by]--> We Were Soldiers --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.104909
Path Entropy(↓):  0.368218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by jag mundhra
Start Entity:     Jag Mundhra
Gold Answer:      [['Brian Cox', 'Naseeruddin Shah']]
Predicted Ans:    Brian Cox
Predicted Path:   Jag Mundhra --[(INV) directed_by]--> Shoot on Sight --[starred_actors]--> Brian Cox
Path (Raw):       Jag Mundhra --[No Operation]--> Jag Mundhra --[(INV) directed_by]--> Shoot on Sight --[starred_actors]--> Brian Cox
Neg LogProb(↓):   0.002505
Path Entropy(↓):  0.017496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the children's hour actors
Start Entity:     The Children's Hour
Gold Answer:      [['Richard Attenborough', 'Ronald Neame', 'James Wan', 'J. Lee Thompson', 'Robert Wise', 'János Szász', 'Vincent McEveety', 'Clint Eastwood', 'Arthur Hiller', 'Mike Nichols', 'Joseph Anthony', 'John Huston', 'Gilles Mimouni', 'Michael Hoffman', 'Marvin J. Chomsky', 'Gordon Douglas', 'Peter Bogdanovich', 'Richard Quine', 'Blake Edwards', 'Tony Scott', 'Richard Donner', 'Walter Lang', 'Billy Wilder', 'James L. Brooks', 'King Vidor', 'Richard Linklater', 'Albert Dupontel', 'Burt Kennedy', 'John Frankenheimer', 'George Marshall', 'Martin Ritt', 'Randa Haines', 'Michael Gordon', 'Bernard McEveety', 'Terence Young', 'Robert Harling', 'Hal Ashby', 'Hugh Wilson', 'Shirley MacLaine', 'Marleen Gorris', 'Jack Cardiff', 'Herbert Ross', 'Joshua Logan', 'Stanley Donen', 'Vincente Minnelli', 'John Sturges', 'Glenn Jordan', 'Paul Bogart', 'Don Siegel', 'Richard Lester', 'Delbert Mann', 'George Seaton', 'Sydney Pollack', 'James Goldstone', 'Fred Zinnemann', 'William Wyler', 'Norman Jewison', 'Waris Hussein', 'Vic Morrow', 'Ralph Nelson', 'Bob Fosse', 'Rob Reiner', 'Nick Cassavetes']]
Predicted Ans:    Sydney Pollack
Predicted Path:   The Children's Hour --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Path (Raw):       The Children's Hour --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   1.027946
Path Entropy(↓):  2.309961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by ralph nelson
Start Entity:     Ralph Nelson
Gold Answer:      [['The Wrath of God']]
Predicted Ans:    The Eagle Has Landed
Predicted Path:   Ralph Nelson --[(INV) written_by]--> The Wrath of God --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed
Path (Raw):       Ralph Nelson --[(INV) written_by]--> The Wrath of God --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed
Neg LogProb(↓):   0.063610
Path Entropy(↓):  0.286501
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the the outside man director
Start Entity:     The Outside Man
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Outside Man --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[has_genre]--> Drama
Path (Raw):       The Outside Man --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[has_genre]--> Drama
Neg LogProb(↓):   0.342156
Path Entropy(↓):  0.601939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the third man were in which genres
Start Entity:     The Third Man
Gold Answer:      [['Drama', 'War', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Third Man --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Way Ahead --[has_genre]--> Drama
Path (Raw):       The Third Man --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Way Ahead --[has_genre]--> Drama
Neg LogProb(↓):   0.858565
Path Entropy(↓):  1.058107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film a night to remember
Start Entity:     A Night to Remember
Gold Answer:      [['Walter Lord', 'Eric Ambler']]
Predicted Ans:    Kelley Roos
Predicted Path:   A Night to Remember --[written_by]--> Kelley Roos --[(INV) written_by]--> A Night to Remember --[written_by]--> Kelley Roos
Path (Raw):       A Night to Remember --[written_by]--> Kelley Roos --[(INV) written_by]--> A Night to Remember --[written_by]--> Kelley Roos
Neg LogProb(↓):   0.290551
Path Entropy(↓):  0.660861
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by mohsen makhmalbaf starred which actors
Start Entity:     Mohsen Makhmalbaf
Gold Answer:      [['Nelofer Pazira']]
Predicted Ans:    Mohsen Makhmalbaf
Predicted Path:   Mohsen Makhmalbaf --[(INV) starred_actors]--> Close-Up --[starred_actors]--> Mohsen Makhmalbaf
Path (Raw):       Mohsen Makhmalbaf --[No Operation]--> Mohsen Makhmalbaf --[(INV) starred_actors]--> Close-Up --[starred_actors]--> Mohsen Makhmalbaf
Neg LogProb(↓):   0.628353
Path Entropy(↓):  0.751681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films together with nathan greno
Start Entity:     Nathan Greno
Gold Answer:      [['Byron Howard']]
Predicted Ans:    Byron Howard
Predicted Path:   Nathan Greno --[(INV) directed_by]--> Tangled Ever After --[directed_by]--> Byron Howard
Path (Raw):       Nathan Greno --[No Operation]--> Nathan Greno --[(INV) directed_by]--> Tangled Ever After --[directed_by]--> Byron Howard
Neg LogProb(↓):   0.000202
Path Entropy(↓):  0.001932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter leslie h. whitten wrote films together with who
Start Entity:     Leslie H. Whitten
Gold Answer:      [['Alvin Sapinsley']]
Predicted Ans:    Leslie H. Whitten
Predicted Path:   Leslie H. Whitten --[(INV) written_by]--> Moon of the Wolf --[written_by]--> Leslie H. Whitten
Path (Raw):       Leslie H. Whitten --[No Operation]--> Leslie H. Whitten --[(INV) written_by]--> Moon of the Wolf --[written_by]--> Leslie H. Whitten
Neg LogProb(↓):   0.074230
Path Entropy(↓):  0.257627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by keenan wynn
Start Entity:     Keenan Wynn
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Keenan Wynn --[(INV) starred_actors]--> Desperate Search --[has_genre]--> Drama
Path (Raw):       Keenan Wynn --[No Operation]--> Keenan Wynn --[(INV) starred_actors]--> Desperate Search --[has_genre]--> Drama
Neg LogProb(↓):   0.663550
Path Entropy(↓):  0.744468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie he who gets slapped
Start Entity:     He Who Gets Slapped
Gold Answer:      [['2008', '1936', '1920', '2006', '1968', '1939', '1933', '1994', '1932', '1931', '1940', '1938', '2002', '1926', '1934', '1925', '1929', '1927', '1928', '1930']]
Predicted Ans:    1925
Predicted Path:   He Who Gets Slapped --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[release_year]--> 1925
Path (Raw):       He Who Gets Slapped --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[release_year]--> 1925
Neg LogProb(↓):   1.690625
Path Entropy(↓):  1.151928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about jean vigo
Start Entity:     jean vigo
Gold Answer:      [['Zero for Conduct', "L'Atalante"]]
Predicted Ans:    Zero for Conduct
Predicted Path:   jean vigo --[(INV) has_tags]--> Zero for Conduct --[written_by]--> Jean Vigo --[(INV) written_by]--> Zero for Conduct
Path (Raw):       jean vigo --[(INV) has_tags]--> Zero for Conduct --[written_by]--> Jean Vigo --[(INV) written_by]--> Zero for Conduct
Neg LogProb(↓):   1.023351
Path Entropy(↓):  1.793137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film mephisto
Start Entity:     Mephisto
Gold Answer:      [['Andrew Birkin', 'Erik Jan Hanussen', 'István Szabó', 'John Osborne', 'Karen Blixen', 'Kurt Luedtke', 'Stefan Zweig', 'Jack London']]
Predicted Ans:    Jack London
Predicted Path:   Mephisto --[starred_actors]--> Klaus Maria Brandauer --[(INV) starred_actors]--> White Fang --[written_by]--> Jack London
Path (Raw):       Mephisto --[starred_actors]--> Klaus Maria Brandauer --[(INV) starred_actors]--> White Fang --[written_by]--> Jack London
Neg LogProb(↓):   1.173159
Path Entropy(↓):  1.411509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by kieron j. walsh
Start Entity:     Kieron J. Walsh
Gold Answer:      [['Roddy Doyle']]
Predicted Ans:    Roddy Doyle
Predicted Path:   Kieron J. Walsh --[(INV) directed_by]--> When Brendan Met Trudy --[written_by]--> Roddy Doyle
Path (Raw):       Kieron J. Walsh --[No Operation]--> Kieron J. Walsh --[(INV) directed_by]--> When Brendan Met Trudy --[written_by]--> Roddy Doyle
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by erik white
Start Entity:     Erik White
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Erik White --[(INV) directed_by]--> Lottery Ticket --[has_genre]--> Comedy
Path (Raw):       Erik White --[No Operation]--> Erik White --[(INV) directed_by]--> Lottery Ticket --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the pink panther
Start Entity:     The Pink Panther
Gold Answer:      [['Fred Astaire', 'Guy Pearce', 'Steve Martin', 'Peter Falk', 'Bruce Willis', 'Julie Andrews', 'Jean Reno', 'Gabriel Byrne', 'Lesley Ann Warren', 'Betty Garrett', 'Cary Grant', 'Claudine Longet', 'Robert Webber', 'Alan Ladd', 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Chevy Chase', 'Burt Reynolds', 'Eddie Murphy', 'William Holden', 'Jack Lemmon', "Arthur O'Connell", 'Daryl Hannah', 'Kathryn Grant', 'Herbert Lom', 'Doris Day', 'Ellen Barkin', 'Ernie Kovacs', 'Don Cheadle', 'Tuesday Weld', 'Martin Short', 'Jackie Gleason', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Heather Graham', 'Kathleen Turner', 'Elke Sommer', 'JoBeth Williams', 'Jimmy Smits', 'John Ritter', 'Tony Randall', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Thelma Ritter', 'Ted Danson', 'Claire Danes', 'Kim Novak', 'Tony Curtis', 'Janet Leigh', 'Laura Linney', 'Roberto Benigni', 'Rosalind Russell', 'Alan Arkin', 'Dudley Moore', 'Howie Mandel', 'Lorraine Bracco', 'Carl Reiner', 'Bernadette Peters', 'Bo Derek', 'Emily Mortimer', 'Rock Hudson', 'Jason Schwartzman', 'Rachel Ward', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'George Tobias', 'Brian Aherne', 'Janet Blair', "Ryan O'Neal"]]
Predicted Ans:    Brigitte Fossey
Predicted Path:   The Pink Panther --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[starred_actors]--> Brigitte Fossey
Path (Raw):       The Pink Panther --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[starred_actors]--> Brigitte Fossey
Neg LogProb(↓):   2.232802
Path Entropy(↓):  2.796989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by rowan atkinson were in which languages
Start Entity:     Rowan Atkinson
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Rowan Atkinson --[(INV) starred_actors]--> Johnny English --[in_language]--> English
Path (Raw):       Rowan Atkinson --[No Operation]--> Rowan Atkinson --[(INV) starred_actors]--> Johnny English --[in_language]--> English
Neg LogProb(↓):   0.076779
Path Entropy(↓):  0.296396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter ricki stern co - wrote movies with who
Start Entity:     Ricki Stern
Gold Answer:      [['Anne Sundberg']]
Predicted Ans:    Ricki Stern
Predicted Path:   Ricki Stern --[(INV) written_by]--> The Devil Came on Horseback --[written_by]--> Ricki Stern
Path (Raw):       Ricki Stern --[No Operation]--> Ricki Stern --[(INV) written_by]--> The Devil Came on Horseback --[written_by]--> Ricki Stern
Neg LogProb(↓):   0.000750
Path Entropy(↓):  0.006155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie daniel
Start Entity:     Daniel
Gold Answer:      [['John Schlesinger', 'Rob Schmidt', 'Taylor Hackford', 'Gary Halvorson', 'Robert Shaye', 'Graham Baker', 'David Mamet', 'Robert Redford', 'Peter Medak', 'Jonathan Liebesman', 'Alan Rudolph', 'Harold Becker', 'Michael Cimino', 'Robert Benton', 'George A. Romero', 'Tom Holland', 'Peter Yates', 'Fred Schepisi', 'Frank Oz', 'Rod Lurie', 'Andy Wilson', 'David Twohy', 'John Irvin', 'Philip Haas', 'Cheryl Hines']]
Predicted Ans:    George A. Romero
Predicted Path:   Daniel --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[directed_by]--> George A. Romero
Path (Raw):       Daniel --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[directed_by]--> George A. Romero
Neg LogProb(↓):   0.322312
Path Entropy(↓):  1.027579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with ruth hussey
Start Entity:     Ruth Hussey
Gold Answer:      [['Bruce Dern', 'Ray Milland', 'Robert Young', 'Van Heflin', 'Cary Grant', 'James Stewart', 'Walter Pidgeon', 'Ginger Rogers', 'Alan Ladd', 'Katharine Hepburn', 'Karen Black', 'Macdonald Carey', 'Robert Redford', 'Lionel Barrymore', 'Donald Crisp', 'Robert Ryan', 'Walter Brennan', 'Robert Taylor', 'Betty Field', 'Mia Farrow', 'Spencer Tracy']]
Predicted Ans:    Mia Farrow
Predicted Path:   Ruth Hussey --[(INV) starred_actors]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Path (Raw):       Ruth Hussey --[No Operation]--> Ruth Hussey --[(INV) starred_actors]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.430793
Path Entropy(↓):  1.207345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of howard ziehm directed films
Start Entity:     Howard Ziehm
Gold Answer:      [['Michael Benveniste']]
Predicted Ans:    Michael Benveniste
Predicted Path:   Howard Ziehm --[(INV) directed_by]--> Flesh Gordon --[written_by]--> Michael Benveniste
Path (Raw):       Howard Ziehm --[No Operation]--> Howard Ziehm --[(INV) directed_by]--> Flesh Gordon --[written_by]--> Michael Benveniste
Neg LogProb(↓):   0.471023
Path Entropy(↓):  0.673559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of higher learning is also the director of which films
Start Entity:     Higher Learning
Gold Answer:      [['Shaft', 'Baby Boy', 'Rosewood', 'Poetic Justice', '2 Fast 2 Furious', 'Abduction', 'Four Brothers', 'Boyz n the Hood']]
Predicted Ans:    Higher Learning
Predicted Path:   Higher Learning --[directed_by]--> John Singleton --[(INV) directed_by]--> Higher Learning
Path (Raw):       Higher Learning --[directed_by]--> John Singleton --[(INV) directed_by]--> Higher Learning --[No Operation]--> Higher Learning
Neg LogProb(↓):   1.267610
Path Entropy(↓):  1.952311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in bandits
Start Entity:     Bandits
Gold Answer:      [['Walter Hill', 'Rowan Woods', 'Richard Eyre', 'Mike Nichols', 'Paul McGuigan', 'Lasse Hallström', 'Wes Anderson', 'Richard Linklater', 'Jessica Woodworth', 'Peter Brosens', 'Michael Lehmann', 'Michael Bay', 'Alan Rudolph', 'Nico Mastorakis', 'Tim Johnson', 'Sam Raimi', 'Chris Miller', 'Robert Benton', 'Gregory Hoblit', 'Howard Deutch', 'Gillian Armstrong', 'John McTiernan', 'Terry Zwigoff', 'Karey Kirkpatrick', 'Mike Newell', 'Martin Scorsese', 'Dean DeBlois', 'James Kirkwood', 'Jonathan Mostow', 'George Hickenlooper', 'Harold Becker', 'Ridley Scott', 'Steven Soderbergh', 'Kevin Smith', 'Hamilton Luske', 'Anthony Minghella', 'David Dobkin', 'Alexander Korda', 'Brian A Miller', 'Carl Franklin', 'Brett Simon', 'Robby Henson', 'Tom Tykwer', 'Edward Zwick', 'Renny Harlin', 'Luc Besson', 'David Barrett', 'Mabrouk El Mechri', 'Woody Allen', 'Rian Johnson', 'Kenneth Branagh', 'Oliver Stone', 'Marc Forster', 'Craig Gillespie', 'John Moore', 'John Wayne', 'Joe Wright', 'Richard Rush', 'Norman Jewison', 'David Fincher', 'Bruce Beresford', 'Brian De Palma', 'James Foley', 'Shekhar Kapur', 'Dwight Yoakam', 'Mike Gunther', 'Blake Edwards', 'Clyde Geronimi', 'Tony Scott', 'George Clooney', 'Ethan Coen', 'Billy Bob Thornton', 'Todd Phillips', 'Richard Donner', 'Antoine Fuqua', 'Margarethe von Trotta', 'Robert Hamer', 'Rowdy Herrington', 'Jonathan Lynn', 'Wilfred Jackson', 'Steven Spielberg', 'Robert Zemeckis', 'Harold Ramis', 'John Lee Hancock', 'Oliver Parker', 'Len Wiseman', 'M. Night Shyamalan', 'Robert Iscove', 'Rob Reiner', 'Nick Cassavetes']]
Predicted Ans:    Barry Levinson
Predicted Path:   Bandits --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Path (Raw):       Bandits --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Neg LogProb(↓):   1.202620
Path Entropy(↓):  2.462296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film agata and the storm was directed by who
Start Entity:     Agata and the Storm
Gold Answer:      [['Silvio Soldini']]
Predicted Ans:    Silvio Soldini
Predicted Path:   Agata and the Storm --[directed_by]--> Silvio Soldini --[(INV) directed_by]--> Bread and Tulips --[directed_by]--> Silvio Soldini
Path (Raw):       Agata and the Storm --[directed_by]--> Silvio Soldini --[(INV) directed_by]--> Bread and Tulips --[directed_by]--> Silvio Soldini
Neg LogProb(↓):   0.209340
Path Entropy(↓):  0.550112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor brian krause appeared in the same movie with who
Start Entity:     Brian Krause
Gold Answer:      [['Milla Jovovich', 'Pamela Anderson', 'C. Thomas Howell']]
Predicted Ans:    C. Thomas Howell
Predicted Path:   Brian Krause --[(INV) starred_actors]--> Camel Spiders --[starred_actors]--> C. Thomas Howell
Path (Raw):       Brian Krause --[No Operation]--> Brian Krause --[(INV) starred_actors]--> Camel Spiders --[starred_actors]--> C. Thomas Howell
Neg LogProb(↓):   0.116130
Path Entropy(↓):  0.437439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by fred wolf in
Start Entity:     Fred Wolf
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fred Wolf --[(INV) directed_by]--> The House Bunny --[has_genre]--> Comedy
Path (Raw):       Fred Wolf --[No Operation]--> Fred Wolf --[(INV) directed_by]--> The House Bunny --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film in your eyes
Start Entity:     In Your Eyes
Gold Answer:      [['Joss Whedon']]
Predicted Ans:    Joss Whedon
Predicted Path:   In Your Eyes --[written_by]--> Joss Whedon --[(INV) written_by]--> In Your Eyes --[written_by]--> Joss Whedon
Path (Raw):       In Your Eyes --[written_by]--> Joss Whedon --[(INV) written_by]--> In Your Eyes --[written_by]--> Joss Whedon
Neg LogProb(↓):   0.106704
Path Entropy(↓):  0.337701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by bill paxton
Start Entity:     Bill Paxton
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Bill Paxton --[(INV) starred_actors]--> U-571 --[in_language]--> German
Path (Raw):       Bill Paxton --[No Operation]--> Bill Paxton --[(INV) starred_actors]--> U-571 --[in_language]--> German
Neg LogProb(↓):   0.546571
Path Entropy(↓):  0.987719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by john hay were released in which years
Start Entity:     John Hay
Gold Answer:      [['2011', '2005']]
Predicted Ans:    2011
Predicted Path:   John Hay --[(INV) directed_by]--> Lost Christmas --[release_year]--> 2011
Path (Raw):       John Hay --[No Operation]--> John Hay --[(INV) directed_by]--> Lost Christmas --[release_year]--> 2011
Neg LogProb(↓):   0.047750
Path Entropy(↓):  0.188497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in ashani sanket also appears in which films
Start Entity:     Ashani Sanket
Gold Answer:      [['Charulata', 'The World of Apu']]
Predicted Ans:    Soumitra Chatterjee
Predicted Path:   Ashani Sanket --[starred_actors]--> Soumitra Chatterjee --[(INV) starred_actors]--> The World of Apu --[starred_actors]--> Soumitra Chatterjee
Path (Raw):       Ashani Sanket --[starred_actors]--> Soumitra Chatterjee --[(INV) starred_actors]--> The World of Apu --[starred_actors]--> Soumitra Chatterjee
Neg LogProb(↓):   0.219465
Path Entropy(↓):  0.655346
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by aron gaudet were released in which years
Start Entity:     Aron Gaudet
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Aron Gaudet --[(INV) directed_by]--> Beneath the Harvest Sky --[release_year]--> 2013
Path (Raw):       Aron Gaudet --[No Operation]--> Aron Gaudet --[(INV) directed_by]--> Beneath the Harvest Sky --[release_year]--> 2013
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by brian friel in
Start Entity:     Brian Friel
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Brian Friel --[(INV) written_by]--> Dancing at Lughnasa --[has_genre]--> Drama
Path (Raw):       Brian Friel --[No Operation]--> Brian Friel --[(INV) written_by]--> Dancing at Lughnasa --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of miles millar
Start Entity:     Miles Millar
Gold Answer:      [['Marti Noxon', 'James Frey', 'Jobie Hughes', 'Alfred Gough', 'Alvin Sargent', 'Michael Chabon']]
Predicted Ans:    Alvin Sargent
Predicted Path:   Miles Millar --[(INV) written_by]--> Spider-Man 2 --[written_by]--> Alvin Sargent
Path (Raw):       Miles Millar --[No Operation]--> Miles Millar --[(INV) written_by]--> Spider-Man 2 --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.015513
Path Entropy(↓):  0.096027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by elizabeth taylor
Start Entity:     Elizabeth Taylor
Gold Answer:      [['Richard Thorpe', 'Edward Dmytryk', 'Daniel Mann', 'Anthony Asquith', 'Cecil B. DeMille', 'Mike Nichols', 'Douglas Camfield', 'Franco Zeffirelli', 'John Huston', 'Norman Krasna', 'George Stevens', 'Richard Brooks', 'Eduardo Mignogna', 'Harold Prince', 'Joseph Losey', 'Joseph L. Mankiewicz', 'Vincente Minnelli']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Elizabeth Taylor --[No Operation]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.416924
Path Entropy(↓):  1.103920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is herbie rides again
Start Entity:     Herbie Rides Again
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Herbie Rides Again --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Herbie Rides Again --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.346501
Path Entropy(↓):  4.548796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of a fish called wanda also wrote which films
Start Entity:     A Fish Called Wanda
Gold Answer:      [['Fierce Creatures', 'Monty Python and the Holy Grail', 'How to Irritate People', 'And Now for Something Completely Different', 'Floods of Fear', 'The Strange Case of the End of Civilization as We Know It', 'The Magic Christian']]
Predicted Ans:    A Fish Called Wanda
Predicted Path:   A Fish Called Wanda --[written_by]--> Charles Crichton --[(INV) written_by]--> A Fish Called Wanda
Path (Raw):       A Fish Called Wanda --[written_by]--> Charles Crichton --[(INV) written_by]--> A Fish Called Wanda --[No Operation]--> A Fish Called Wanda
Neg LogProb(↓):   0.000745
Path Entropy(↓):  0.006814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of the official story
Start Entity:     The Official Story
Gold Answer:      [['Son of the Bride', 'Wild Horses', 'Kamchatka', 'Cleopatra']]
Predicted Ans:    Cleopatra
Predicted Path:   The Official Story --[starred_actors]--> Héctor Alterio --[(INV) starred_actors]--> Cleopatra
Path (Raw):       The Official Story --[starred_actors]--> Héctor Alterio --[No Operation]--> Héctor Alterio --[(INV) starred_actors]--> Cleopatra
Neg LogProb(↓):   0.002044
Path Entropy(↓):  0.016952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie priest released
Start Entity:     Priest
Gold Answer:      [['1994']]
Predicted Ans:    2011
Predicted Path:   Priest --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Priest --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.443627
Path Entropy(↓):  5.022634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a movie written by raffaella delle donne
Start Entity:     Raffaella Delle Donne
Gold Answer:      [['Zambezia', 'Khumba']]
Predicted Ans:    Zambezia
Predicted Path:   Raffaella Delle Donne --[(INV) written_by]--> Zambezia --[written_by]--> Anthony Silverston --[(INV) written_by]--> Zambezia
Path (Raw):       Raffaella Delle Donne --[(INV) written_by]--> Zambezia --[written_by]--> Anthony Silverston --[(INV) written_by]--> Zambezia
Neg LogProb(↓):   0.060061
Path Entropy(↓):  0.293678
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by steven pearl were directed by who
Start Entity:     Steven Pearl
Gold Answer:      [['Tom Vaughan']]
Predicted Ans:    Tom Vaughan
Predicted Path:   Steven Pearl --[(INV) written_by]--> So Undercover --[directed_by]--> Tom Vaughan
Path (Raw):       Steven Pearl --[No Operation]--> Steven Pearl --[(INV) written_by]--> So Undercover --[directed_by]--> Tom Vaughan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in a very long engagement also appears in which movies
Start Entity:     A Very Long Engagement
Gold Answer:      [['Happenstance', 'Coco Before Chanel', 'Priceless', 'Hunting and Gathering', "God Is Great and I'm Not", 'Mood Indigo', 'Amélie', 'He Loves Me... He Loves Me Not', 'The Da Vinci Code']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   A Very Long Engagement --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code
Path (Raw):       A Very Long Engagement --[starred_actors]--> Audrey Tautou --[No Operation]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code
Neg LogProb(↓):   0.169103
Path Entropy(↓):  0.659836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of jamie nash
Start Entity:     Jamie Nash
Gold Answer:      [['Eduardo Sánchez']]
Predicted Ans:    Eduardo Sánchez
Predicted Path:   Jamie Nash --[(INV) written_by]--> Altered --[written_by]--> Eduardo Sánchez
Path (Raw):       Jamie Nash --[No Operation]--> Jamie Nash --[(INV) written_by]--> Altered --[written_by]--> Eduardo Sánchez
Neg LogProb(↓):   0.000307
Path Entropy(↓):  0.002792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by dean martin were directed by who
Start Entity:     Dean Martin
Gold Answer:      [['J. Lee Thompson', 'George Seaton', 'Michael Gordon', 'Edward Dmytryk', 'Lewis Milestone', 'George Roy Hill', 'Billy Wilder', 'Henry Hathaway', 'Robert Aldrich', 'Joseph Anthony', 'Arnold Laven', 'Howard Hawks', 'Vincente Minnelli', 'Andrew V. McLaglen', 'Gordon Douglas']]
Predicted Ans:    Howard Hawks
Predicted Path:   Dean Martin --[(INV) starred_actors]--> Rio Bravo --[directed_by]--> Howard Hawks
Path (Raw):       Dean Martin --[No Operation]--> Dean Martin --[(INV) starred_actors]--> Rio Bravo --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.422855
Path Entropy(↓):  0.758903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie such good friends
Start Entity:     Such Good Friends
Gold Answer:      [['Elaine May', 'Lois Gould']]
Predicted Ans:    Elaine May
Predicted Path:   Such Good Friends --[written_by]--> Elaine May --[(INV) written_by]--> Such Good Friends --[written_by]--> Elaine May
Path (Raw):       Such Good Friends --[written_by]--> Elaine May --[(INV) written_by]--> Such Good Friends --[written_by]--> Elaine May
Neg LogProb(↓):   0.077523
Path Entropy(↓):  0.296690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with triangle were released in which years
Start Entity:     Triangle
Gold Answer:      [['2004']]
Predicted Ans:    2009
Predicted Path:   Triangle --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle --[release_year]--> 2009
Path (Raw):       Triangle --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle --[release_year]--> 2009
Neg LogProb(↓):   0.208833
Path Entropy(↓):  0.568534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in the incredible mr. limpet
Start Entity:     The Incredible Mr. Limpet
Gold Answer:      [['1968', '1980', '1978', '1966', '1967', '1979', '1969']]
Predicted Ans:    1980
Predicted Path:   The Incredible Mr. Limpet --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Path (Raw):       The Incredible Mr. Limpet --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Neg LogProb(↓):   0.044796
Path Entropy(↓):  0.253024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with bubble boy fall under
Start Entity:     Bubble Boy
Gold Answer:      [['Romance', 'Drama', 'War', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bubble Boy --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> Brothers --[has_genre]--> Drama
Path (Raw):       Bubble Boy --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> Brothers --[has_genre]--> Drama
Neg LogProb(↓):   0.718717
Path Entropy(↓):  0.841323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by ayesha takia
Start Entity:     Ayesha Takia
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Ayesha Takia --[(INV) starred_actors]--> Wanted --[has_genre]--> Crime
Path (Raw):       Ayesha Takia --[No Operation]--> Ayesha Takia --[(INV) starred_actors]--> Wanted --[has_genre]--> Crime
Neg LogProb(↓):   1.002588
Path Entropy(↓):  1.096112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed deuces wild
Start Entity:     Deuces Wild
Gold Answer:      [['Jim Carroll']]
Predicted Ans:    Paul Kimatian
Predicted Path:   Deuces Wild --[directed_by]--> Scott Kalvert --[(INV) directed_by]--> Deuces Wild --[written_by]--> Paul Kimatian
Path (Raw):       Deuces Wild --[directed_by]--> Scott Kalvert --[(INV) directed_by]--> Deuces Wild --[written_by]--> Paul Kimatian
Neg LogProb(↓):   0.077310
Path Entropy(↓):  0.318835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in octane
Start Entity:     Octane
Gold Answer:      [['Mischa Barton', 'Madeleine Stowe', 'Norman Reedus']]
Predicted Ans:    Madeleine Stowe
Predicted Path:   Octane --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> Worth Winning --[starred_actors]--> Madeleine Stowe
Path (Raw):       Octane --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> Worth Winning --[starred_actors]--> Madeleine Stowe
Neg LogProb(↓):   1.018812
Path Entropy(↓):  1.695508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie wings
Start Entity:     Wings
Gold Answer:      [['Larisa Shepitko', 'Grace Perkins', 'John Bright', 'Robert Lord', 'Kubec Glasmon', 'J. Grubb Alexander', 'Jack London', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'Alan Campbell', 'James H. Street', 'Ernest K. Gann', 'Walter Van Tilburg Clark', 'Gypsy Rose Lee', 'Edna Ferber', 'David Belasco', 'Achmed Abdullah', 'Edgecumb Pinchon', 'O.B. Stade', 'Moss Hart', 'Ben Hecht']]
Predicted Ans:    Walter Van Tilburg Clark
Predicted Path:   Wings --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident --[written_by]--> Walter Van Tilburg Clark
Path (Raw):       Wings --[directed_by]--> William A. Wellman --[(INV) directed_by]--> The Ox-Bow Incident --[written_by]--> Walter Van Tilburg Clark
Neg LogProb(↓):   1.074927
Path Entropy(↓):  1.621533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by operation mad ball writers
Start Entity:     Operation Mad Ball
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Operation Mad Ball --[written_by]--> Blake Edwards --[(INV) written_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Path (Raw):       Operation Mad Ball --[written_by]--> Blake Edwards --[(INV) written_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Neg LogProb(↓):   0.518028
Path Entropy(↓):  0.974971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the night porter are written by who
Start Entity:     The Night Porter
Gold Answer:      [['Edward Wooll', 'Charles Edward Pogue', 'John Schlesinger', 'Janet Green', 'Lech Majewski', 'Michael Francis Gibson', 'Frederic Raphael', 'Jeremy Brooks', 'Julian Gloag', 'Woody Allen', 'Patrick White', 'David Mamet', 'Hans Petter Moland', 'Charles Dickens', 'Johan Kling', 'John Boorman', 'Thomas Mann', 'Margaret Forster', 'Russell Rouse', 'Luchino Visconti', 'Clarence Greene', 'Dominik Moll', 'Nicholas Phipps', 'Richard Gordon', 'Vladimir Nabokov', 'Hadi Hajaig', 'Karl Tunberg', 'Raymond Chandler', 'Barry Reed', 'Robin Maugham', 'Harold Pinter', 'François Ozon', 'Elizabeth Myers', 'Peter Milne', 'Israel Zangwill', 'Jack Davies', 'Anatole de Grunwald']]
Predicted Ans:    Frederic Raphael
Predicted Path:   The Night Porter --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[written_by]--> Frederic Raphael
Path (Raw):       The Night Porter --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[written_by]--> Frederic Raphael
Neg LogProb(↓):   0.044486
Path Entropy(↓):  0.252463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in daylight robbery
Start Entity:     Daylight Robbery
Gold Answer:      [['Geoff Bell']]
Predicted Ans:    Danny Dyer
Predicted Path:   Daylight Robbery --[starred_actors]--> Geoff Bell --[(INV) starred_actors]--> The Business --[starred_actors]--> Danny Dyer
Path (Raw):       Daylight Robbery --[starred_actors]--> Geoff Bell --[(INV) starred_actors]--> The Business --[starred_actors]--> Danny Dyer
Neg LogProb(↓):   0.399632
Path Entropy(↓):  0.868302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by anna bonacci were released in which years
Start Entity:     Anna Bonacci
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Anna Bonacci --[(INV) written_by]--> Kiss Me, Stupid --[release_year]--> 1964
Path (Raw):       Anna Bonacci --[No Operation]--> Anna Bonacci --[(INV) written_by]--> Kiss Me, Stupid --[release_year]--> 1964
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by aanaahad
Start Entity:     Aanaahad
Gold Answer:      [['Sport']]
Predicted Ans:    Sport
Predicted Path:   Aanaahad --[(INV) starred_actors]--> Lahore --[has_genre]--> Sport
Path (Raw):       Aanaahad --[No Operation]--> Aanaahad --[(INV) starred_actors]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by dudley moore were directed by who
Start Entity:     Dudley Moore
Gold Answer:      [['Blake Edwards', 'Masanori Hata', 'Jason Winer', 'Steve Gordon', 'Arthur Hiller', 'Mark Herman', 'Tony Bill', 'Marshall Brickman', 'Stanley Donen', 'Howard Zieff', 'Preston Sturges', 'Harold Ramis']]
Predicted Ans:    Preston Sturges
Predicted Path:   Dudley Moore --[(INV) starred_actors]--> Unfaithfully Yours --[directed_by]--> Preston Sturges
Path (Raw):       Dudley Moore --[No Operation]--> Dudley Moore --[(INV) starred_actors]--> Unfaithfully Yours --[directed_by]--> Preston Sturges
Neg LogProb(↓):   0.458850
Path Entropy(↓):  1.174134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by vanessa parise were directed by who
Start Entity:     Vanessa Parise
Gold Answer:      [['C. Jay Cox']]
Predicted Ans:    C. Jay Cox
Predicted Path:   Vanessa Parise --[(INV) directed_by]--> Kiss the Bride --[directed_by]--> C. Jay Cox
Path (Raw):       Vanessa Parise --[No Operation]--> Vanessa Parise --[(INV) directed_by]--> Kiss the Bride --[directed_by]--> C. Jay Cox
Neg LogProb(↓):   0.027862
Path Entropy(↓):  0.146442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of murders in the rue morgue
Start Entity:     Murders in the Rue Morgue
Gold Answer:      [['Errol Flynn', 'Alexis Smith', 'The Marx Brothers', 'Bette Davis', 'Evelyn Keyes', 'Peter Lorre']]
Predicted Ans:    Bela Lugosi
Predicted Path:   Murders in the Rue Morgue --[directed_by]--> Robert Florey --[(INV) directed_by]--> Murders in the Rue Morgue --[starred_actors]--> Bela Lugosi
Path (Raw):       Murders in the Rue Morgue --[directed_by]--> Robert Florey --[(INV) directed_by]--> Murders in the Rue Morgue --[starred_actors]--> Bela Lugosi
Neg LogProb(↓):   0.233560
Path Entropy(↓):  0.563260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with the spiderwick chronicles in
Start Entity:     The Spiderwick Chronicles
Gold Answer:      [['Icelandic', 'French', 'English', 'German']]
Predicted Ans:    Icelandic
Predicted Path:   The Spiderwick Chronicles --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Path (Raw):       The Spiderwick Chronicles --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie young at heart
Start Entity:     Young at Heart
Gold Answer:      [['Gordon Douglas']]
Predicted Ans:    Gordon Douglas
Predicted Path:   Young at Heart --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Tony Rome --[directed_by]--> Gordon Douglas
Path (Raw):       Young at Heart --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Tony Rome --[directed_by]--> Gordon Douglas
Neg LogProb(↓):   0.096630
Path Entropy(↓):  0.336494
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the bernard and doris director
Start Entity:     Bernard and Doris
Gold Answer:      [['Christopher Hawthorne']]
Predicted Ans:    Christopher Hawthorne
Predicted Path:   Bernard and Doris --[directed_by]--> Bob Balaban --[(INV) directed_by]--> Parents --[written_by]--> Christopher Hawthorne
Path (Raw):       Bernard and Doris --[directed_by]--> Bob Balaban --[(INV) directed_by]--> Parents --[written_by]--> Christopher Hawthorne
Neg LogProb(↓):   0.007448
Path Entropy(↓):  0.047508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of blow dry
Start Entity:     Blow Dry
Gold Answer:      [['Jack Huston', 'Lindsey Haun', 'Max Kasch']]
Predicted Ans:    Rachel Griffiths
Predicted Path:   Blow Dry --[directed_by]--> Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[starred_actors]--> Rachel Griffiths
Path (Raw):       Blow Dry --[directed_by]--> Paddy Breathnach --[(INV) directed_by]--> Blow Dry --[starred_actors]--> Rachel Griffiths
Neg LogProb(↓):   0.168383
Path Entropy(↓):  0.541051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose directors also directed the pagemaster
Start Entity:     The Pagemaster
Gold Answer:      [['Family', 'Fantasy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Family
Predicted Path:   The Pagemaster --[directed_by]--> Joe Johnston --[(INV) directed_by]--> Honey, I Shrunk the Kids --[has_genre]--> Family
Path (Raw):       The Pagemaster --[directed_by]--> Joe Johnston --[(INV) directed_by]--> Honey, I Shrunk the Kids --[has_genre]--> Family
Neg LogProb(↓):   0.719305
Path Entropy(↓):  1.109563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by helen schulman released
Start Entity:     Helen Schulman
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Helen Schulman --[(INV) written_by]--> P.S. --[release_year]--> 2004
Path (Raw):       Helen Schulman --[No Operation]--> Helen Schulman --[(INV) written_by]--> P.S. --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in shifty
Start Entity:     Shifty
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Shifty --[starred_actors]--> Jason Flemyng --[(INV) starred_actors]--> Lost Christmas --[has_genre]--> Drama
Path (Raw):       Shifty --[starred_actors]--> Jason Flemyng --[(INV) starred_actors]--> Lost Christmas --[has_genre]--> Drama
Neg LogProb(↓):   0.009603
Path Entropy(↓):  0.062556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film milk released
Start Entity:     Milk
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Milk --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Milk --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.129385
Path Entropy(↓):  4.623575
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with inherit the wind
Start Entity:     Inherit the Wind
Gold Answer:      [['First Monday in October', 'The Defiant Ones', 'Jailhouse Rock']]
Predicted Ans:    Inherit the Wind
Predicted Path:   Inherit the Wind --[written_by]--> Harold Jacob Smith --[(INV) written_by]--> Inherit the Wind
Path (Raw):       Inherit the Wind --[written_by]--> Harold Jacob Smith --[(INV) written_by]--> Inherit the Wind --[No Operation]--> Inherit the Wind
Neg LogProb(↓):   2.361793
Path Entropy(↓):  2.593305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies starred by the eighth day actors
Start Entity:     The Eighth Day
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Eighth Day --[starred_actors]--> Daniel Auteuil --[(INV) starred_actors]--> My Favorite Season --[in_language]--> French
Path (Raw):       The Eighth Day --[starred_actors]--> Daniel Auteuil --[(INV) starred_actors]--> My Favorite Season --[in_language]--> French
Neg LogProb(↓):   0.196980
Path Entropy(↓):  0.542785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by claude berri released
Start Entity:     Claude Berri
Gold Answer:      [['1997', '1990', '1993', '1967', '1986', '2007']]
Predicted Ans:    1986
Predicted Path:   Claude Berri --[(INV) directed_by]--> Jean de Florette --[release_year]--> 1986
Path (Raw):       Claude Berri --[No Operation]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[release_year]--> 1986
Neg LogProb(↓):   0.063021
Path Entropy(↓):  0.319197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films incantato are written by who
Start Entity:     Incantato
Gold Answer:      [['Pupi Avati', 'Gore Vidal', 'Malcolm D. Lee']]
Predicted Ans:    Gore Vidal
Predicted Path:   Incantato --[directed_by]--> Pupi Avati --[(INV) directed_by]--> The Best Man --[written_by]--> Gore Vidal
Path (Raw):       Incantato --[directed_by]--> Pupi Avati --[(INV) directed_by]--> The Best Man --[written_by]--> Gore Vidal
Neg LogProb(↓):   0.092198
Path Entropy(↓):  0.359161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film evita are written by who
Start Entity:     Evita
Gold Answer:      [['Richard Sapir', 'Dylan Thomas', 'Pedro Almodóvar', 'Brian De Palma', 'Sara Sugarman', 'Richard Eyre', 'Ron Shelton', 'Larry Gelbart', 'Michael Crichton', 'Tom Stoppard', 'Robert Bentley', 'Tony Kenrick', 'Lina Wertmüller', 'Cornell Woolrich', 'Oscar Hijuelos', 'Don Bluth', 'Guy Ritchie', 'Damian Harris', 'Charles Perrault', 'Igor Legarreta', 'Javier Sánchez Donate', 'Brian Helgeland', 'Thierry Jonquet', 'Andrew Smith', 'Gary Goldman', 'Ray Bradbury', 'Fernando Trueba', 'Howard Brookner', 'Manuel Sicilia', 'Matthew Jacobs', 'Damon Runyon', 'Oriol Paulo', 'Terry Gilliam', 'Martin Amis', 'Gene Wilder', 'David Frankel', 'John Kohn', 'Ken Finkleman', 'Tom Wheeler', 'Brian Lynch', 'Erik Jendresen', 'Brad Mirman', 'Gary Trousdale', 'Kim Wilson', 'Kelly Candaele', 'John Helyar', 'Gabe Ibáñez', 'Robert Rodriguez', 'Bryan Burrough', 'Cynthia Cidre', 'Hans Ruesch', 'Lowell Ganz', 'Babaloo Mandel', 'Charles McKeown']]
Predicted Ans:    Brian De Palma
Predicted Path:   Evita --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[written_by]--> Brian De Palma
Path (Raw):       Evita --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[written_by]--> Brian De Palma
Neg LogProb(↓):   0.802914
Path Entropy(↓):  1.918835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film country life
Start Entity:     Country Life
Gold Answer:      [['1980', '2008', '1992', '1993', '2006', '1985', '1984', '2007', '2010', '2004', '1982', '1983', '2001', '1990', '1989', '1996', '2002', '1981', '2011', '1997', '2005', '1991', '1937', '1952']]
Predicted Ans:    1981
Predicted Path:   Country Life --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Path (Raw):       Country Life --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   1.541044
Path Entropy(↓):  2.223643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of encounters at the end of the world also starred in which films
Start Entity:     Encounters at the End of the World
Gold Answer:      [['Grizzly Man', 'Ballad of the Little Soldier', 'Cave of Forgotten Dreams', 'Lessons of Darkness', 'Plastic Bag', 'Wings of Hope', 'Incident at Loch Ness', 'Burden of Dreams', 'The White Diamond', 'Little Dieter Needs to Fly', 'Werner Herzog Eats His Shoe', 'Portrait Werner Herzog']]
Predicted Ans:    Little Dieter Needs to Fly
Predicted Path:   Encounters at the End of the World --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly
Path (Raw):       Encounters at the End of the World --[No Operation]--> Encounters at the End of the World --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Little Dieter Needs to Fly
Neg LogProb(↓):   0.754013
Path Entropy(↓):  1.079584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by tengiz abuladze
Start Entity:     Tengiz Abuladze
Gold Answer:      [['Philippe Caland']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   Tengiz Abuladze --[(INV) directed_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Path (Raw):       Tengiz Abuladze --[No Operation]--> Tengiz Abuladze --[(INV) directed_by]--> Repentance --[directed_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.089834
Path Entropy(↓):  0.326703
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for baby boy
Start Entity:     Baby Boy
Gold Answer:      [['John Singleton']]
Predicted Ans:    John Singleton
Predicted Path:   Baby Boy --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[written_by]--> John Singleton
Path (Raw):       Baby Boy --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[written_by]--> John Singleton
Neg LogProb(↓):   0.353476
Path Entropy(↓):  0.801615
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie lucky jordan
Start Entity:     Lucky Jordan
Gold Answer:      [['René Peter', 'Avery Hopwood']]
Predicted Ans:    Avery Hopwood
Predicted Path:   Lucky Jordan --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[written_by]--> Avery Hopwood
Path (Raw):       Lucky Jordan --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[written_by]--> Avery Hopwood
Neg LogProb(↓):   0.060508
Path Entropy(↓):  0.239478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by twiggy fall under
Start Entity:     Twiggy
Gold Answer:      [['Musical', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Twiggy --[(INV) starred_actors]--> The Doctor and the Devils --[has_genre]--> Horror
Path (Raw):       Twiggy --[No Operation]--> Twiggy --[(INV) starred_actors]--> The Doctor and the Devils --[has_genre]--> Horror
Neg LogProb(↓):   0.112091
Path Entropy(↓):  0.338149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of hopscotch starred who
Start Entity:     Hopscotch
Gold Answer:      [['Ernest Borgnine', 'Pamela Franklin', 'Red Buttons', 'Michael Caine', 'Herbert Lom', 'Carol Lynley', 'Dennis Price', 'Karl Malden', 'Robert Flemyng', 'Gloria Grahame', 'Shirley MacLaine', 'Alan Rickman', 'Jon Voight', 'John Mills', 'Gene Hackman', 'Kay Walsh', 'Walter Matthau', 'Colin Firth', 'Albert Finney', 'Jill Clayburgh', 'Alec Guinness', 'Sean Connery', 'Tom Courtenay', 'Brian Keith', 'Natalie Wood', 'Clifton Webb', 'Deborah Kerr', 'Hayley Mills', 'Maggie Smith']]
Predicted Ans:    Gene Hackman
Predicted Path:   Hopscotch --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Path (Raw):       Hopscotch --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.738720
Path Entropy(↓):  1.750030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by linda cardellini
Start Entity:     Linda Cardellini
Gold Answer:      [['Family', 'Mystery', 'Comedy']]
Predicted Ans:    good
Predicted Path:   Linda Cardellini --[(INV) starred_actors]--> Return --[has_imdb_rating]--> good
Path (Raw):       Linda Cardellini --[No Operation]--> Linda Cardellini --[(INV) starred_actors]--> Return --[has_imdb_rating]--> good
Neg LogProb(↓):   0.063339
Path Entropy(↓):  0.231128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed a guide for the married man
Start Entity:     A Guide for the Married Man
Gold Answer:      [['Gene Kelly']]
Predicted Ans:    Gene Kelly
Predicted Path:   A Guide for the Married Man --[directed_by]--> Gene Kelly --[(INV) directed_by]--> Gigot --[directed_by]--> Gene Kelly
Path (Raw):       A Guide for the Married Man --[directed_by]--> Gene Kelly --[(INV) directed_by]--> Gigot --[directed_by]--> Gene Kelly
Neg LogProb(↓):   0.070003
Path Entropy(↓):  0.286072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of philip ng acted films
Start Entity:     Philip Ng
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Philip Ng --[(INV) starred_actors]--> Once Upon a Time in Shanghai --[release_year]--> 2014
Path (Raw):       Philip Ng --[No Operation]--> Philip Ng --[(INV) starred_actors]--> Once Upon a Time in Shanghai --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by erika anderson release
Start Entity:     Erika Anderson
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Erika Anderson --[(INV) starred_actors]--> Zandalee --[release_year]--> 1991
Path (Raw):       Erika Anderson --[No Operation]--> Erika Anderson --[(INV) starred_actors]--> Zandalee --[release_year]--> 1991
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by brad bird release
Start Entity:     Brad Bird
Gold Answer:      [['2005', '1999', '2007', '2004']]
Predicted Ans:    2004
Predicted Path:   Brad Bird --[(INV) written_by]--> The Incredibles --[release_year]--> 2004
Path (Raw):       Brad Bird --[No Operation]--> Brad Bird --[(INV) written_by]--> The Incredibles --[release_year]--> 2004
Neg LogProb(↓):   0.489168
Path Entropy(↓):  0.968406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by duane adler
Start Entity:     Duane Adler
Gold Answer:      [['Anne Fletcher', 'Darren Grant']]
Predicted Ans:    Anne Fletcher
Predicted Path:   Duane Adler --[(INV) written_by]--> Step Up --[directed_by]--> Anne Fletcher
Path (Raw):       Duane Adler --[No Operation]--> Duane Adler --[(INV) written_by]--> Step Up --[directed_by]--> Anne Fletcher
Neg LogProb(↓):   0.213926
Path Entropy(↓):  0.538475
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did erica rivinoja write
Start Entity:     Erica Rivinoja
Gold Answer:      [['Cloudy with a Chance of Meatballs 2']]
Predicted Ans:    Cloudy with a Chance of Meatballs 2
Predicted Path:   Erica Rivinoja --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2 --[written_by]--> Erica Rivinoja --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2
Path (Raw):       Erica Rivinoja --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2 --[written_by]--> Erica Rivinoja --[(INV) written_by]--> Cloudy with a Chance of Meatballs 2
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was george s. kaufman the writer of
Start Entity:     George S. Kaufman
Gold Answer:      [['The Man Who Came to Dinner', 'Silk Stockings', 'Three Sailors and a Girl', 'A Night at the Opera', 'The Cocoanuts', 'The Late George Apley', 'The Solid Gold Cadillac', 'Dinner at Eight', 'Stage Door', "You Can't Take It With You", 'George Washington Slept Here']]
Predicted Ans:    The Man Who Came to Dinner
Predicted Path:   George S. Kaufman --[(INV) written_by]--> The Man Who Came to Dinner --[written_by]--> Philip G. Epstein --[(INV) written_by]--> The Man Who Came to Dinner
Path (Raw):       George S. Kaufman --[(INV) written_by]--> The Man Who Came to Dinner --[written_by]--> Philip G. Epstein --[(INV) written_by]--> The Man Who Came to Dinner
Neg LogProb(↓):   0.561955
Path Entropy(↓):  1.560343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie surviving desire
Start Entity:     Surviving Desire
Gold Answer:      [['Hal Hartley']]
Predicted Ans:    Hal Hartley
Predicted Path:   Surviving Desire --[directed_by]--> Hal Hartley --[(INV) directed_by]--> No Such Thing --[directed_by]--> Hal Hartley
Path (Raw):       Surviving Desire --[directed_by]--> Hal Hartley --[(INV) directed_by]--> No Such Thing --[directed_by]--> Hal Hartley
Neg LogProb(↓):   0.115129
Path Entropy(↓):  0.377499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with audrey wells
Start Entity:     Audrey Wells
Gold Answer:      [['Frances Mayes']]
Predicted Ans:    Audrey Wells
Predicted Path:   Audrey Wells --[(INV) written_by]--> Under the Tuscan Sun --[written_by]--> Audrey Wells
Path (Raw):       Audrey Wells --[No Operation]--> Audrey Wells --[(INV) written_by]--> Under the Tuscan Sun --[written_by]--> Audrey Wells
Neg LogProb(↓):   0.362787
Path Entropy(↓):  0.692627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films written by christine bell
Start Entity:     Christine Bell
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Christine Bell --[(INV) written_by]--> The Perez Family --[release_year]--> 1995
Path (Raw):       Christine Bell --[No Operation]--> Christine Bell --[(INV) written_by]--> The Perez Family --[release_year]--> 1995
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by christopher leitch
Start Entity:     Christopher Leitch
Gold Answer:      [['Kim Darby', 'John Astin', 'Jason Bateman', 'Juliette Caton']]
Predicted Ans:    Jason Bateman
Predicted Path:   Christopher Leitch --[(INV) directed_by]--> Teen Wolf Too --[starred_actors]--> Jason Bateman
Path (Raw):       Christopher Leitch --[No Operation]--> Christopher Leitch --[(INV) directed_by]--> Teen Wolf Too --[starred_actors]--> Jason Bateman
Neg LogProb(↓):   0.200485
Path Entropy(↓):  0.587750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the end of violence were released in which years
Start Entity:     The End of Violence
Gold Answer:      [['2008', '1993', '1985', '1974', '1977', '1998', '2004', '1982', '1973', '1994', '2014', '1995', '1976', '1972', '1926', '2011', '2005', '1991', '1999', '1987']]
Predicted Ans:    1995
Predicted Path:   The End of Violence --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       The End of Violence --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.913553
Path Entropy(↓):  1.342447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by brian o'halloran release
Start Entity:     Brian O'Halloran
Gold Answer:      [['2006', '2000', '1994']]
Predicted Ans:    2006
Predicted Path:   Brian O'Halloran --[(INV) starred_actors]--> Clerks II --[release_year]--> 2006
Path (Raw):       Brian O'Halloran --[No Operation]--> Brian O'Halloran --[(INV) starred_actors]--> Clerks II --[release_year]--> 2006
Neg LogProb(↓):   0.240377
Path Entropy(↓):  0.664614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of an unmarried woman
Start Entity:     An Unmarried Woman
Gold Answer:      [['Paul Mazursky', 'Cher', 'Gena Rowlands', 'Cleavant Derricks', 'Alejandro Rey', 'Woody Allen', 'Nick Nolte', 'Lois Smith', 'Meg Mazursky', 'Ellen Burstyn', 'Robin Williams', 'Lenny Baker', 'Kris Kristofferson', 'John Cassavetes', 'Susan Anspach', 'Susan Sarandon', 'Art Carney', 'Bette Midler', 'Chazz Palminteri', 'Shelley Winters', 'Donald Sutherland', 'Marsha Mason', 'Ellen Greene', 'Little Richard', 'Richard Dreyfuss', 'George Segal', "Ryan O'Neal"]]
Predicted Ans:    Jill Clayburgh
Predicted Path:   An Unmarried Woman --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> An Unmarried Woman --[starred_actors]--> Jill Clayburgh
Path (Raw):       An Unmarried Woman --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> An Unmarried Woman --[starred_actors]--> Jill Clayburgh
Neg LogProb(↓):   0.887087
Path Entropy(↓):  1.262028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of roberta
Start Entity:     Roberta
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Roberta --[written_by]--> Alice Duer Miller --[(INV) written_by]--> The White Cliffs of Dover --[release_year]--> 1944
Path (Raw):       Roberta --[written_by]--> Alice Duer Miller --[(INV) written_by]--> The White Cliffs of Dover --[release_year]--> 1944
Neg LogProb(↓):   0.059204
Path Entropy(↓):  0.219991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ryo ishibashi starred movies
Start Entity:     Ryo Ishibashi
Gold Answer:      [['1999', '1993']]
Predicted Ans:    1993
Predicted Path:   Ryo Ishibashi --[(INV) starred_actors]--> American Yakuza --[release_year]--> 1993
Path (Raw):       Ryo Ishibashi --[No Operation]--> Ryo Ishibashi --[(INV) starred_actors]--> American Yakuza --[release_year]--> 1993
Neg LogProb(↓):   0.085861
Path Entropy(↓):  0.284305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the tracey fragments
Start Entity:     The Tracey Fragments
Gold Answer:      [['The East', 'Super', 'An American Crime', 'Smart People', 'Inception', 'Hard Candy', 'Juno']]
Predicted Ans:    Inception
Predicted Path:   The Tracey Fragments --[starred_actors]--> Ellen Page --[(INV) starred_actors]--> Inception
Path (Raw):       The Tracey Fragments --[starred_actors]--> Ellen Page --[No Operation]--> Ellen Page --[(INV) starred_actors]--> Inception
Neg LogProb(↓):   0.520779
Path Entropy(↓):  1.365232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in frost / nixon
Start Entity:     Frost/Nixon
Gold Answer:      [['Bram Stoker', 'Richard Kelly', 'Hamilton Deane', 'David Newman', 'Ross Thomas', 'William H. Macy', 'Jeff Pope', 'Steven Schachter', 'James Graham', 'A.J. Kparr', 'Dennis Lee', 'James Naughtie', 'Richard Matheson', 'Robert Benton', 'Peter Lefcourt', 'Vladimir Nabokov', 'John L. Balderston', 'Eleanor Perry', 'Mel Brooks', 'Ralph Nelson', 'Jack Higgins', 'Gary Ross', 'Peter Morgan', 'Sue Kaufman']]
Predicted Ans:    Robert Benton
Predicted Path:   Frost/Nixon --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Path (Raw):       Frost/Nixon --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Neg LogProb(↓):   0.947410
Path Entropy(↓):  1.544967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of in between days
Start Entity:     In Between Days
Gold Answer:      [['Paul Dano']]
Predicted Ans:    Paul Dano
Predicted Path:   In Between Days --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen --[starred_actors]--> Paul Dano
Path (Raw):       In Between Days --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen --[starred_actors]--> Paul Dano
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of eaten alive!
Start Entity:     Eaten Alive!
Gold Answer:      [['Cannibal Holocaust']]
Predicted Ans:    Eaten Alive!
Predicted Path:   Eaten Alive! --[starred_actors]--> Robert Kerman --[(INV) starred_actors]--> Eaten Alive!
Path (Raw):       Eaten Alive! --[starred_actors]--> Robert Kerman --[No Operation]--> Robert Kerman --[(INV) starred_actors]--> Eaten Alive!
Neg LogProb(↓):   0.003264
Path Entropy(↓):  0.023893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by dakota fanning
Start Entity:     Dakota Fanning
Gold Answer:      [['1975', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '2012', '2013', '2007']]
Predicted Ans:    2003
Predicted Path:   Dakota Fanning --[(INV) starred_actors]--> Uptown Girls --[release_year]--> 2003
Path (Raw):       Dakota Fanning --[No Operation]--> Dakota Fanning --[(INV) starred_actors]--> Uptown Girls --[release_year]--> 2003
Neg LogProb(↓):   0.494367
Path Entropy(↓):  1.467118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by kirby dick
Start Entity:     kirby dick
Gold Answer:      [['The Invisible War', 'This Film Is Not Yet Rated']]
Predicted Ans:    The Invisible War
Predicted Path:   kirby dick --[(INV) has_tags]--> The Invisible War --[has_tags]--> kirby dick --[(INV) has_tags]--> The Invisible War
Path (Raw):       kirby dick --[(INV) has_tags]--> The Invisible War --[has_tags]--> kirby dick --[(INV) has_tags]--> The Invisible War
Neg LogProb(↓):   0.000683
Path Entropy(↓):  0.006069
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by ellen spiro
Start Entity:     Ellen Spiro
Gold Answer:      [['Phil Donahue']]
Predicted Ans:    Ellen Spiro
Predicted Path:   Ellen Spiro --[(INV) directed_by]--> Body of War --[directed_by]--> Ellen Spiro
Path (Raw):       Ellen Spiro --[No Operation]--> Ellen Spiro --[(INV) directed_by]--> Body of War --[directed_by]--> Ellen Spiro
Neg LogProb(↓):   0.002856
Path Entropy(↓):  0.020851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of the love machine
Start Entity:     The Love Machine
Gold Answer:      [['Sabrina', 'Goodbye Again', 'The Happy Time', 'Vertigo', 'The Eddy Duchin Story', 'Once Is Not Enough', 'Valley of the Dolls']]
Predicted Ans:    Valley of the Dolls
Predicted Path:   The Love Machine --[written_by]--> Jacqueline Susann --[(INV) written_by]--> Valley of the Dolls
Path (Raw):       The Love Machine --[written_by]--> Jacqueline Susann --[(INV) written_by]--> Valley of the Dolls --[No Operation]--> Valley of the Dolls
Neg LogProb(↓):   0.223223
Path Entropy(↓):  0.793480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote carmen
Start Entity:     Carmen
Gold Answer:      [['1962', '1995', '1998', '1997', '1948', '1972', '1965', '1999', '1981', '1952', '2007']]
Predicted Ans:    1918
Predicted Path:   Carmen --[written_by]--> Francesco Rosi --[(INV) written_by]--> Carmen --[release_year]--> 1918
Path (Raw):       Carmen --[written_by]--> Francesco Rosi --[(INV) written_by]--> Carmen --[release_year]--> 1918
Neg LogProb(↓):   1.100353
Path Entropy(↓):  2.399549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in road to rio
Start Entity:     Road to Rio
Gold Answer:      [['Bing Crosby', 'Bob Hope', 'Dorothy Lamour']]
Predicted Ans:    Bob Hope
Predicted Path:   Road to Rio --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> The Seven Little Foys --[starred_actors]--> Bob Hope
Path (Raw):       Road to Rio --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> The Seven Little Foys --[starred_actors]--> Bob Hope
Neg LogProb(↓):   0.008695
Path Entropy(↓):  0.058469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by corey feldman
Start Entity:     Corey Feldman
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Action
Predicted Path:   Corey Feldman --[(INV) starred_actors]--> Blown Away --[has_genre]--> Action
Path (Raw):       Corey Feldman --[No Operation]--> Corey Feldman --[(INV) starred_actors]--> Blown Away --[has_genre]--> Action
Neg LogProb(↓):   0.000327
Path Entropy(↓):  0.003279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie night patrol were released in which years
Start Entity:     Night Patrol
Gold Answer:      [['1988', '1990', '1985', '1979', '1981', '1984']]
Predicted Ans:    1985
Predicted Path:   Night Patrol --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Path (Raw):       Night Patrol --[starred_actors]--> Linda Blair --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Neg LogProb(↓):   0.816012
Path Entropy(↓):  1.466290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by abderrahmane sissako
Start Entity:     Abderrahmane Sissako
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Abderrahmane Sissako --[(INV) directed_by]--> Timbuktu --[has_genre]--> Drama
Path (Raw):       Abderrahmane Sissako --[No Operation]--> Abderrahmane Sissako --[(INV) directed_by]--> Timbuktu --[has_genre]--> Drama
Neg LogProb(↓):   0.000153
Path Entropy(↓):  0.001528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the reluctant dragon were in which genres
Start Entity:     The Reluctant Dragon
Gold Answer:      [['Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Reluctant Dragon --[starred_actors]--> Robert Benchley --[(INV) starred_actors]--> I Married a Witch --[has_genre]--> Comedy
Path (Raw):       The Reluctant Dragon --[starred_actors]--> Robert Benchley --[(INV) starred_actors]--> I Married a Witch --[has_genre]--> Comedy
Neg LogProb(↓):   0.417371
Path Entropy(↓):  0.799647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by animal rights
Start Entity:     animal rights
Gold Answer:      [['Year of the Dog']]
Predicted Ans:    Year of the Dog
Predicted Path:   animal rights --[(INV) has_tags]--> Year of the Dog --[has_tags]--> animal rights --[(INV) has_tags]--> Year of the Dog
Path (Raw):       animal rights --[(INV) has_tags]--> Year of the Dog --[has_tags]--> animal rights --[(INV) has_tags]--> Year of the Dog
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of detention also directed which films
Start Entity:     Detention
Gold Answer:      [['Direct Action', 'Hollow Point', 'Ladybugs', 'Little Fauss and Big Halsy', 'Lady Sings the Blues', 'The Boys in Company C', 'American Soldiers', 'Iron Eagle', 'The Appaloosa', 'Iron Eagle II', 'The Ipcress File', 'Torque', 'The Boys']]
Predicted Ans:    Direct Action
Predicted Path:   Detention --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action
Path (Raw):       Detention --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[No Operation]--> Direct Action
Neg LogProb(↓):   0.798691
Path Entropy(↓):  1.873778
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of seed
Start Entity:     Seed
Gold Answer:      [['William Friedkin', 'Uwe Boll']]
Predicted Ans:    William Friedkin
Predicted Path:   Seed --[written_by]--> Uwe Boll --[(INV) written_by]--> Rampage --[directed_by]--> William Friedkin
Path (Raw):       Seed --[written_by]--> Uwe Boll --[(INV) written_by]--> Rampage --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.639899
Path Entropy(↓):  1.505179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film breaking in
Start Entity:     Breaking In
Gold Answer:      [['Buzz Kulik', 'Michael Crichton', 'Tom Gries', 'François Truffaut', 'Peter Bogdanovich', 'Don Bluth', 'Burt Reynolds', 'Blake Edwards', 'Richard Benjamin', 'Andy Cadiff', 'Lewis Milestone', 'Robert Aldrich', 'Phil Joanou', 'John Boorman', 'Colin Higgins', 'Stanley Donen', 'Joseph Sargent', 'Andrew Bergman', 'John G. Avildsen', 'Hal Needham', 'Jorge Torregrossa', 'Gary Sinise', 'Norman Jewison', 'David Steinberg', 'Sergio Corbucci', 'Richard A. Colla', 'Michael Dinner', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Blake Edwards
Predicted Path:   Breaking In --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Path (Raw):       Breaking In --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.616420
Path Entropy(↓):  0.962546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in nomads
Start Entity:     Nomads
Gold Answer:      [['French', 'Irish', 'English', 'German', 'Korean', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Nomads --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[in_language]--> Spanish
Path (Raw):       Nomads --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[in_language]--> Spanish
Neg LogProb(↓):   0.263050
Path Entropy(↓):  0.634405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the castaway cowboy
Start Entity:     The Castaway Cowboy
Gold Answer:      [['1976', '1979']]
Predicted Ans:    1976
Predicted Path:   The Castaway Cowboy --[written_by]--> Don Tait --[(INV) written_by]--> The Shaggy D.A. --[release_year]--> 1976
Path (Raw):       The Castaway Cowboy --[written_by]--> Don Tait --[(INV) written_by]--> The Shaggy D.A. --[release_year]--> 1976
Neg LogProb(↓):   0.538191
Path Entropy(↓):  0.852548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of larry clark written movies
Start Entity:     Larry Clark
Gold Answer:      [['2012', '1995', '2005', '2002']]
Predicted Ans:    2002
Predicted Path:   Larry Clark --[(INV) written_by]--> Ken Park --[release_year]--> 2002
Path (Raw):       Larry Clark --[No Operation]--> Larry Clark --[(INV) written_by]--> Ken Park --[release_year]--> 2002
Neg LogProb(↓):   0.579576
Path Entropy(↓):  0.730623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of behind the candelabra
Start Entity:     Behind the Candelabra
Gold Answer:      [['Good Will Hunting', 'The Bourne Identity', 'Promised Land', 'Gerry', 'Elysium', 'School Ties', 'We Bought a Zoo', 'Stuck on You', 'All the Pretty Horses', 'The Good Shepherd', 'The Bourne Ultimatum', 'Titan A.E.', 'The Legend of Bagger Vance', 'The Rainmaker', 'The Informant!', 'The Bourne Supremacy', 'True Grit', 'Rounders', 'The Departed', 'The Monuments Men', 'The Talented Mr. Ripley', 'Invictus', 'The Adjustment Bureau']]
Predicted Ans:    The Bourne Identity
Predicted Path:   Behind the Candelabra --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity
Path (Raw):       Behind the Candelabra --[starred_actors]--> Matt Damon --[No Operation]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity
Neg LogProb(↓):   0.687435
Path Entropy(↓):  1.586217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jerry trimble were written by who
Start Entity:     Jerry Trimble
Gold Answer:      [['Paul Thomas Anderson']]
Predicted Ans:    Paul Thomas Anderson
Predicted Path:   Jerry Trimble --[(INV) starred_actors]--> The Master --[written_by]--> Paul Thomas Anderson
Path (Raw):       Jerry Trimble --[No Operation]--> Jerry Trimble --[(INV) starred_actors]--> The Master --[written_by]--> Paul Thomas Anderson
Neg LogProb(↓):   0.000459
Path Entropy(↓):  0.003987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by tom decerchio fall under
Start Entity:     Tom DeCerchio
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tom DeCerchio --[(INV) directed_by]--> Celtic Pride --[has_genre]--> Comedy
Path (Raw):       Tom DeCerchio --[No Operation]--> Tom DeCerchio --[(INV) directed_by]--> Celtic Pride --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of famke janssen directed films
Start Entity:     Famke Janssen
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Famke Janssen --[(INV) directed_by]--> Bringing Up Bobby --[release_year]--> 2011
Path (Raw):       Famke Janssen --[No Operation]--> Famke Janssen --[(INV) directed_by]--> Bringing Up Bobby --[release_year]--> 2011
Neg LogProb(↓):   0.016838
Path Entropy(↓):  0.108538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the horse soldiers
Start Entity:     The Horse Soldiers
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    Fort Apache
Predicted Path:   The Horse Soldiers --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Path (Raw):       The Horse Soldiers --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[No Operation]--> Fort Apache
Neg LogProb(↓):   1.616229
Path Entropy(↓):  2.544840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by matthias glasner
Start Entity:     Matthias Glasner
Gold Answer:      [['Jürgen Vogel']]
Predicted Ans:    Jürgen Vogel
Predicted Path:   Matthias Glasner --[(INV) written_by]--> The Free Will --[starred_actors]--> Jürgen Vogel
Path (Raw):       Matthias Glasner --[No Operation]--> Matthias Glasner --[(INV) written_by]--> The Free Will --[starred_actors]--> Jürgen Vogel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie before sunset were in which genres
Start Entity:     Before Sunset
Gold Answer:      [['Drama', 'Animation', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Before Sunset --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[has_genre]--> Comedy
Path (Raw):       Before Sunset --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.070406
Path Entropy(↓):  0.340901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the a madea christmas director
Start Entity:     A Madea Christmas
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Madea Christmas --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Path (Raw):       A Madea Christmas --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Neg LogProb(↓):   1.015434
Path Entropy(↓):  1.383709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for never give a sucker an even break
Start Entity:     Never Give a Sucker an Even Break
Gold Answer:      [['W.C. Fields']]
Predicted Ans:    W.C. Fields
Predicted Path:   Never Give a Sucker an Even Break --[written_by]--> W.C. Fields --[(INV) written_by]--> The Old Fashioned Way --[written_by]--> W.C. Fields
Path (Raw):       Never Give a Sucker an Even Break --[written_by]--> W.C. Fields --[(INV) written_by]--> The Old Fashioned Way --[written_by]--> W.C. Fields
Neg LogProb(↓):   0.513823
Path Entropy(↓):  1.010123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie summer lovers are written by who
Start Entity:     Summer Lovers
Gold Answer:      [['Steve Martin', 'Ivan Reitman', 'Michael Brady', 'David E. Kelley', 'Craig Lucas', 'Melissa Painter', 'Daniel G. Sullivan', 'Fernando Trueba', 'Sherri Stoner', 'Deanna Oliver', 'John L. Greene', 'Don Tracy', 'John Grisham', 'Steven Soderbergh', 'Aldous Huxley', 'Edmond Rostand', 'William Goldman', 'Vincent Patrick', 'Nickolas Perry', 'Chris Columbus', 'Dennis Potter', 'Lowell Ganz', 'Babaloo Mandel', 'H.F. Saint']]
Predicted Ans:    Ivan Reitman
Predicted Path:   Summer Lovers --[starred_actors]--> Daryl Hannah --[(INV) starred_actors]--> Legal Eagles --[written_by]--> Ivan Reitman
Path (Raw):       Summer Lovers --[starred_actors]--> Daryl Hannah --[(INV) starred_actors]--> Legal Eagles --[written_by]--> Ivan Reitman
Neg LogProb(↓):   0.648736
Path Entropy(↓):  1.438181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the girl on a motorcycle actors
Start Entity:     The Girl on a Motorcycle
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'Federico Fellini', 'Luchino Visconti', 'Tony Richardson', 'Michelangelo Antonioni', 'René Clément', 'Kenneth Branagh', 'Duccio Tessari', 'Michael Winner', 'Roger Vadim', 'Louis Malle', 'Laurence Olivier', 'Franco Zeffirelli', 'Jacques Deray', 'Grigori Kozintsev', 'Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Louis Malle
Predicted Path:   The Girl on a Motorcycle --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Path (Raw):       The Girl on a Motorcycle --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Neg LogProb(↓):   1.280564
Path Entropy(↓):  1.759804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by assaf bernstein were released in which years
Start Entity:     Assaf Bernstein
Gold Answer:      [['1999', '2010', '2007']]
Predicted Ans:    2010
Predicted Path:   Assaf Bernstein --[(INV) written_by]--> The Debt --[release_year]--> 2010
Path (Raw):       Assaf Bernstein --[No Operation]--> Assaf Bernstein --[(INV) written_by]--> The Debt --[release_year]--> 2010
Neg LogProb(↓):   0.982803
Path Entropy(↓):  1.412421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of defiance
Start Entity:     Defiance
Gold Answer:      [['Bruce Willis', 'Tom Cruise', 'Denzel Washington', 'Meg Ryan', 'Lou Diamond Phillips', 'Annette Bening', 'Tony Shalhoub', 'Ken Watanabe', 'Anthony Hopkins', 'Aidan Quinn', 'Matthew Broderick', 'Cary Elwes', 'Julia Ormond', 'Christine Lahti', 'Leonardo DiCaprio', 'Meg Tilly', 'Jennifer Connelly', 'Djimon Hounsou', 'Brad Pitt', 'Morgan Freeman']]
Predicted Ans:    Meg Tilly
Predicted Path:   Defiance --[directed_by]--> Edward Zwick --[(INV) directed_by]--> Leaving Normal --[starred_actors]--> Meg Tilly
Path (Raw):       Defiance --[directed_by]--> Edward Zwick --[(INV) directed_by]--> Leaving Normal --[starred_actors]--> Meg Tilly
Neg LogProb(↓):   0.964815
Path Entropy(↓):  1.093164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by david steiman
Start Entity:     David Steiman
Gold Answer:      [["Santa's Slay"]]
Predicted Ans:    Santa's Slay
Predicted Path:   David Steiman --[(INV) written_by]--> Santa's Slay --[written_by]--> David Steiman --[(INV) written_by]--> Santa's Slay
Path (Raw):       David Steiman --[(INV) written_by]--> Santa's Slay --[written_by]--> David Steiman --[(INV) written_by]--> Santa's Slay
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by koldo serra starred which actors
Start Entity:     Koldo Serra
Gold Answer:      [['Virginie Ledoyen', 'Gary Oldman', 'Paddy Considine']]
Predicted Ans:    Gary Oldman
Predicted Path:   Koldo Serra --[(INV) written_by]--> The Backwoods --[starred_actors]--> Gary Oldman
Path (Raw):       Koldo Serra --[No Operation]--> Koldo Serra --[(INV) written_by]--> The Backwoods --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.047487
Path Entropy(↓):  0.204681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film before the rain
Start Entity:     Before the Rain
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Before the Rain --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Before the Rain --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.707188
Path Entropy(↓):  2.600491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did harold ramis write
Start Entity:     Harold Ramis
Gold Answer:      [['Caddyshack', 'Bedazzled', 'Year One', 'Groundhog Day', 'Animal House', 'Caddyshack II', 'Stripes', 'Club Paradise', 'Ghostbusters', 'Analyze That', 'Analyze This']]
Predicted Ans:    Analyze That
Predicted Path:   Harold Ramis --[(INV) written_by]--> Analyze That --[written_by]--> Harold Ramis --[(INV) written_by]--> Analyze That
Path (Raw):       Harold Ramis --[(INV) written_by]--> Analyze That --[written_by]--> Harold Ramis --[(INV) written_by]--> Analyze That
Neg LogProb(↓):   1.020274
Path Entropy(↓):  2.113606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the flowers of st. francis
Start Entity:     The Flowers of St. Francis
Gold Answer:      [['Juliet of the Spirits', 'La Dolce Vita', "Fellini's Casanova", 'Intervista', 'And the Ship Sails On', 'In the Name of the Law', 'Rome, Open City', 'I Vitelloni', 'Orchestra Rehearsal', 'Roma', 'The Clowns', 'Stromboli', "Boccaccio '70", 'City of Women', 'Sweet Charity', 'Amarcord', 'Spirits of the Dead', 'La Strada', 'The White Sheik', 'Journey to Italy', 'Variety Lights', '8½', "Europe '51", 'Ro.Go.Pa.G.', 'Il Bidone', 'Ginger and Fred', 'Paisan']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   The Flowers of St. Francis --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead
Path (Raw):       The Flowers of St. Francis --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[No Operation]--> Spirits of the Dead
Neg LogProb(↓):   0.853796
Path Entropy(↓):  1.821040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of swimming to cambodia
Start Entity:     Swimming to Cambodia
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Swimming to Cambodia --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Swimming to Cambodia --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   2.292125
Path Entropy(↓):  3.869960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by whatever works writers
Start Entity:     Whatever Works
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Whatever Works --[written_by]--> Woody Allen --[(INV) written_by]--> Deconstructing Harry --[has_genre]--> Comedy
Path (Raw):       Whatever Works --[written_by]--> Woody Allen --[(INV) written_by]--> Deconstructing Harry --[has_genre]--> Comedy
Neg LogProb(↓):   1.089464
Path Entropy(↓):  2.073319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with ava duvernay
Start Entity:     Ava DuVernay
Gold Answer:      [['Michelle Morgan']]
Predicted Ans:    Michelle Morgan
Predicted Path:   Ava DuVernay --[(INV) written_by]--> Middle of Nowhere --[written_by]--> Michelle Morgan
Path (Raw):       Ava DuVernay --[No Operation]--> Ava DuVernay --[(INV) written_by]--> Middle of Nowhere --[written_by]--> Michelle Morgan
Neg LogProb(↓):   0.001848
Path Entropy(↓):  0.013685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of scorned
Start Entity:     Scorned
Gold Answer:      [['Leprechaun']]
Predicted Ans:    Leprechaun
Predicted Path:   Scorned --[directed_by]--> Mark Jones --[(INV) directed_by]--> Leprechaun
Path (Raw):       Scorned --[directed_by]--> Mark Jones --[(INV) directed_by]--> Leprechaun --[No Operation]--> Leprechaun
Neg LogProb(↓):   0.027436
Path Entropy(↓):  0.124430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with over the hedge fall under
Start Entity:     Over the Hedge
Gold Answer:      [['Romance', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Over the Hedge --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Path (Raw):       Over the Hedge --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Neg LogProb(↓):   0.990755
Path Entropy(↓):  1.467481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of stina ekblad starred movies
Start Entity:     Stina Ekblad
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Stina Ekblad --[(INV) starred_actors]--> At Point Blank --[release_year]--> 2003
Path (Raw):       Stina Ekblad --[No Operation]--> Stina Ekblad --[(INV) starred_actors]--> At Point Blank --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the hunters starred who
Start Entity:     The Hunters
Gold Answer:      [['Robert Mitchum', 'Robert Wagner']]
Predicted Ans:    Robert Mitchum
Predicted Path:   The Hunters --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Foreign Intrigue --[starred_actors]--> Robert Mitchum
Path (Raw):       The Hunters --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Foreign Intrigue --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.418379
Path Entropy(↓):  1.069299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is the battery in
Start Entity:     The Battery
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Battery --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       The Battery --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.490536
Path Entropy(↓):  4.937041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the man who laughs
Start Entity:     The Man Who Laughs
Gold Answer:      [['Bob Hope', 'Werner Krauss', 'Creighton Hale', 'Emil Jannings', 'Paulette Goddard', 'Conrad Veidt', 'Forrest Stanley', 'Laura La Plante']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   The Man Who Laughs --[directed_by]--> Paul Leni --[(INV) directed_by]--> The Man Who Laughs --[starred_actors]--> Gérard Depardieu
Path (Raw):       The Man Who Laughs --[directed_by]--> Paul Leni --[(INV) directed_by]--> The Man Who Laughs --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.073880
Path Entropy(↓):  0.318956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the movie weird science released
Start Entity:     Weird Science
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Weird Science --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       Weird Science --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.650377
Path Entropy(↓):  4.040387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in american friends
Start Entity:     American Friends
Gold Answer:      [['Michael Palin']]
Predicted Ans:    Michael Palin
Predicted Path:   American Friends --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> The Missionary --[starred_actors]--> Michael Palin
Path (Raw):       American Friends --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> The Missionary --[starred_actors]--> Michael Palin
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by lou kennedy
Start Entity:     Lou Kennedy
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Lou Kennedy --[(INV) directed_by]--> Breathing Fire --[release_year]--> 1991
Path (Raw):       Lou Kennedy --[No Operation]--> Lou Kennedy --[(INV) directed_by]--> Breathing Fire --[release_year]--> 1991
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by dominique deruddere
Start Entity:     Dominique Deruddere
Gold Answer:      [['Crazy Love', "Everybody's Famous!"]]
Predicted Ans:    Crazy Love
Predicted Path:   Dominique Deruddere --[(INV) written_by]--> Everybody's Famous! --[written_by]--> Dominique Deruddere --[(INV) written_by]--> Crazy Love
Path (Raw):       Dominique Deruddere --[(INV) written_by]--> Everybody's Famous! --[written_by]--> Dominique Deruddere --[(INV) written_by]--> Crazy Love
Neg LogProb(↓):   0.619239
Path Entropy(↓):  1.099479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by hugues quester released
Start Entity:     Hugues Quester
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime --[release_year]--> 1990
Path (Raw):       Hugues Quester --[No Operation]--> Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime --[release_year]--> 1990
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the act of valor director release
Start Entity:     Act of Valor
Gold Answer:      [['2014']]
Predicted Ans:    2012
Predicted Path:   Act of Valor --[directed_by]--> Scott Waugh --[(INV) directed_by]--> Act of Valor --[release_year]--> 2012
Path (Raw):       Act of Valor --[directed_by]--> Scott Waugh --[(INV) directed_by]--> Act of Valor --[release_year]--> 2012
Neg LogProb(↓):   0.715560
Path Entropy(↓):  0.961900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share writers with the movie shadow man were released in which years
Start Entity:     Shadow Man
Gold Answer:      [['1988', '2008', '2005', '2010', '2006', '2007']]
Predicted Ans:    2006
Predicted Path:   Shadow Man --[written_by]--> Steven Seagal --[(INV) written_by]--> Attack Force --[release_year]--> 2006
Path (Raw):       Shadow Man --[written_by]--> Steven Seagal --[(INV) written_by]--> Attack Force --[release_year]--> 2006
Neg LogProb(↓):   0.170177
Path Entropy(↓):  0.609144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in which way to the front?
Start Entity:     Which Way to the Front?
Gold Answer:      [['Peter Flannery', 'Bill Richmond', 'Ed Haas', 'Frank Tashlin', 'Tim Meadows', 'Gore Vidal', 'Jerry Lewis', 'Peter Chelsom', 'Emir Kusturica']]
Predicted Ans:    Comedy
Predicted Path:   Which Way to the Front? --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Path (Raw):       Which Way to the Front? --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.321298
Path Entropy(↓):  0.891268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in 12 dates of christmas
Start Entity:     12 Dates of Christmas
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Mystery', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   12 Dates of Christmas --[starred_actors]--> Amy Smart --[(INV) starred_actors]--> Crank --[has_genre]--> Action
Path (Raw):       12 Dates of Christmas --[starred_actors]--> Amy Smart --[(INV) starred_actors]--> Crank --[has_genre]--> Action
Neg LogProb(↓):   0.002450
Path Entropy(↓):  0.021163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of trouble every day also directed which movies
Start Entity:     Trouble Every Day
Gold Answer:      [['The Intruder', 'Chocolat', 'Bastards', "I Can't Sleep", 'Beau Travail', 'White Material', '35 Shots of Rum']]
Predicted Ans:    Chocolat
Predicted Path:   Trouble Every Day --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat
Path (Raw):       Trouble Every Day --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat --[No Operation]--> Chocolat
Neg LogProb(↓):   0.081461
Path Entropy(↓):  0.416802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie nightwatch
Start Entity:     Nightwatch
Gold Answer:      [['1980', '1946', '2008', '2003', '1993', '2006', '2015', '2007', '1998', '2009', '2010', '2014', '1994', '1995', '2001', '1996', '2002', '2012', '2011', '1986', '2013', '2000', '1997', '2005', '1999', '1969']]
Predicted Ans:    2007
Predicted Path:   Nightwatch --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> American Gangster --[release_year]--> 2007
Path (Raw):       Nightwatch --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> American Gangster --[release_year]--> 2007
Neg LogProb(↓):   1.558374
Path Entropy(↓):  2.604768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with jungle book fall under
Start Entity:     Jungle Book
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Jungle Book --[written_by]--> Laurence Stallings --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       Jungle Book --[written_by]--> Laurence Stallings --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   0.708776
Path Entropy(↓):  0.779188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by igor meglic
Start Entity:     Igor Meglic
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Igor Meglic --[(INV) directed_by]--> Scary or Die --[release_year]--> 2012
Path (Raw):       Igor Meglic --[No Operation]--> Igor Meglic --[(INV) directed_by]--> Scary or Die --[release_year]--> 2012
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Robert f. hill was the director on which movies
Start Entity:     Robert F. Hill
Gold Answer:      [['Tarzan the Fearless', 'The Adventures of Tarzan']]
Predicted Ans:    The Adventures of Tarzan
Predicted Path:   Robert F. Hill --[(INV) directed_by]--> The Adventures of Tarzan --[directed_by]--> Robert F. Hill --[(INV) directed_by]--> The Adventures of Tarzan
Path (Raw):       Robert F. Hill --[(INV) directed_by]--> The Adventures of Tarzan --[directed_by]--> Robert F. Hill --[(INV) directed_by]--> The Adventures of Tarzan
Neg LogProb(↓):   0.627660
Path Entropy(↓):  0.878071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of high fidelity
Start Entity:     High Fidelity
Gold Answer:      [['Fever Pitch', 'War, Inc.', 'Wild', 'An Education', 'Floundering', 'Brooklyn', 'About a Boy', 'A Long Way Down', 'Grosse Pointe Blank']]
Predicted Ans:    High Fidelity
Predicted Path:   High Fidelity --[written_by]--> John Cusack --[(INV) written_by]--> High Fidelity
Path (Raw):       High Fidelity --[No Operation]--> High Fidelity --[written_by]--> John Cusack --[(INV) written_by]--> High Fidelity
Neg LogProb(↓):   0.367915
Path Entropy(↓):  0.700607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films together with tamar brott
Start Entity:     Tamar Brott
Gold Answer:      [['Richard Shepard']]
Predicted Ans:    Richard Shepard
Predicted Path:   Tamar Brott --[(INV) written_by]--> The Linguini Incident --[written_by]--> Richard Shepard
Path (Raw):       Tamar Brott --[No Operation]--> Tamar Brott --[(INV) written_by]--> The Linguini Incident --[written_by]--> Richard Shepard
Neg LogProb(↓):   0.006388
Path Entropy(↓):  0.038554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of brother rat
Start Entity:     Brother Rat
Gold Answer:      [['Arsenic and Old Lace', 'The Return of Doctor X', 'Kid Galahad', 'Blues in the Night', 'The Roaring Twenties', 'Saboteur']]
Predicted Ans:    The Return of Doctor X
Predicted Path:   Brother Rat --[starred_actors]--> Wayne Morris --[(INV) starred_actors]--> The Return of Doctor X
Path (Raw):       Brother Rat --[No Operation]--> Brother Rat --[starred_actors]--> Wayne Morris --[(INV) starred_actors]--> The Return of Doctor X
Neg LogProb(↓):   0.210389
Path Entropy(↓):  0.654873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Seth michael donsky directed which movies
Start Entity:     Seth Michael Donsky
Gold Answer:      [['Twisted']]
Predicted Ans:    Twisted
Predicted Path:   Seth Michael Donsky --[(INV) directed_by]--> Twisted --[directed_by]--> Seth Michael Donsky --[(INV) directed_by]--> Twisted
Path (Raw):       Seth Michael Donsky --[(INV) directed_by]--> Twisted --[directed_by]--> Seth Michael Donsky --[(INV) directed_by]--> Twisted
Neg LogProb(↓):   0.002682
Path Entropy(↓):  0.018776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of silent hill
Start Entity:     Silent Hill
Gold Answer:      [['1995', '1946', '2009', '2001', '1991', '2014']]
Predicted Ans:    2001
Predicted Path:   Silent Hill --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Brotherhood of the Wolf --[release_year]--> 2001
Path (Raw):       Silent Hill --[directed_by]--> Christophe Gans --[(INV) directed_by]--> Brotherhood of the Wolf --[release_year]--> 2001
Neg LogProb(↓):   0.742100
Path Entropy(↓):  1.158405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by robert m. fresco
Start Entity:     Robert M. Fresco
Gold Answer:      [['Tarantula']]
Predicted Ans:    Tarantula
Predicted Path:   Robert M. Fresco --[(INV) written_by]--> Tarantula --[written_by]--> Robert M. Fresco --[(INV) written_by]--> Tarantula
Path (Raw):       Robert M. Fresco --[(INV) written_by]--> Tarantula --[written_by]--> Robert M. Fresco --[(INV) written_by]--> Tarantula
Neg LogProb(↓):   0.035872
Path Entropy(↓):  0.174951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie unbeatable
Start Entity:     Unbeatable
Gold Answer:      [['Dante Lam']]
Predicted Ans:    Dante Lam
Predicted Path:   Unbeatable --[directed_by]--> Dante Lam --[(INV) directed_by]--> Fire of Conscience --[written_by]--> Dante Lam
Path (Raw):       Unbeatable --[directed_by]--> Dante Lam --[(INV) directed_by]--> Fire of Conscience --[written_by]--> Dante Lam
Neg LogProb(↓):   0.003203
Path Entropy(↓):  0.021789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by they wait actors release
Start Entity:     They Wait
Gold Answer:      [['2008', '2003']]
Predicted Ans:    2003
Predicted Path:   They Wait --[starred_actors]--> Jaime King --[(INV) starred_actors]--> Bulletproof Monk --[release_year]--> 2003
Path (Raw):       They Wait --[starred_actors]--> Jaime King --[(INV) starred_actors]--> Bulletproof Monk --[release_year]--> 2003
Neg LogProb(↓):   0.915229
Path Entropy(↓):  1.508379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was yojimbo released
Start Entity:     Yojimbo
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Yojimbo --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       Yojimbo --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   1.633613
Path Entropy(↓):  3.231897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of only angels have wings was
Start Entity:     Only Angels Have Wings
Gold Answer:      [['Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Only Angels Have Wings --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Path (Raw):       Only Angels Have Wings --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.466290
Path Entropy(↓):  1.341206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of 8½ also wrote which films
Start Entity:     8½
Gold Answer:      [['Juliet of the Spirits', 'La Dolce Vita', "Fellini's Casanova", 'The Flowers of St. Francis', 'Intervista', 'And the Ship Sails On', 'In the Name of the Law', 'I Vitelloni', 'Orchestra Rehearsal', 'Roma', 'The Clowns', "Boccaccio '70", 'City of Women', 'Sweet Charity', 'Amarcord', 'Spirits of the Dead', 'La Strada', 'The White Sheik', 'Variety Lights', 'Il Bidone', 'Ginger and Fred']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   8½ --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead
Path (Raw):       8½ --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[No Operation]--> Spirits of the Dead
Neg LogProb(↓):   1.253350
Path Entropy(↓):  1.912896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film fever pitch were in which genres
Start Entity:     Fever Pitch
Gold Answer:      [['Sci-Fi', 'Western', 'Biography', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Fever Pitch --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Fever Pitch --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   0.848771
Path Entropy(↓):  1.283716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film rumble in the bronx starred which actors
Start Entity:     Rumble in the Bronx
Gold Answer:      [['Jackie Chan', 'Anita Mui']]
Predicted Ans:    Jackie Chan
Predicted Path:   Rumble in the Bronx --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan
Path (Raw):       Rumble in the Bronx --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.915582
Path Entropy(↓):  1.787389
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what monster is about
Start Entity:     Monster
Gold Answer:      [['crime', 'charlize theron', 'serial killer', 'drama', 'murder', 'christina ricci', '90s']]
Predicted Ans:    90s
Predicted Path:   Monster --[has_tags]--> 90s --[(INV) has_tags]--> Office Space --[has_tags]--> 90s
Path (Raw):       Monster --[has_tags]--> 90s --[(INV) has_tags]--> Office Space --[has_tags]--> 90s
Neg LogProb(↓):   0.001582
Path Entropy(↓):  0.013534
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films simon are written by who
Start Entity:     Simon
Gold Answer:      [['Thomas Baum', 'Marshall Brickman']]
Predicted Ans:    Marshall Brickman
Predicted Path:   Simon --[directed_by]--> Marshall Brickman --[(INV) directed_by]--> The Manhattan Project --[written_by]--> Marshall Brickman
Path (Raw):       Simon --[directed_by]--> Marshall Brickman --[(INV) directed_by]--> The Manhattan Project --[written_by]--> Marshall Brickman
Neg LogProb(↓):   0.079437
Path Entropy(↓):  0.279557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film murder by numbers are directed by who
Start Entity:     Murder by Numbers
Gold Answer:      [['Raymond De Felitta', 'Andrew Jarecki', 'Jez Butterworth', 'Richard Attenborough', 'Jan de Bont', 'Bronwen Hughes', 'Alfonso Cuarón', 'Paul Haggis', 'Anne Fletcher', 'Marc Lawrence', 'Michael Haneke', 'Peter Bogdanovich', 'Betty Thomas', 'Donald Petrie', 'Griffin Dunne', 'George Clooney', 'François Girard', 'Henry Bean', 'Jon Turteltaub', 'Forest Whitaker', 'Phil Traill', 'Callie Khouri', 'Randa Haines', 'Gus Van Sant', 'Marc Forster', 'Craig Gillespie', 'Joel Schumacher', 'Paul Feig', 'Gregory Hoblit', 'David Cronenberg', 'Ryan Fleck', 'Douglas McGrath', 'John Lee Hancock', 'Alejandro Agresti', 'Nicolas Winding Refn', 'Wiebke von Carolsfeld', 'Derek Cianfrance', 'Jay Russell', 'Gustavo Ron', 'Irwin Winkler', 'Bill Bennett', 'Mennan Yapo', 'Tom DiCillo']]
Predicted Ans:    Jez Butterworth
Predicted Path:   Murder by Numbers --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[directed_by]--> Jez Butterworth
Path (Raw):       Murder by Numbers --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[directed_by]--> Jez Butterworth
Neg LogProb(↓):   0.403568
Path Entropy(↓):  0.718121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by mike connors
Start Entity:     Mike Connors
Gold Answer:      [['1966', '1964', '1939']]
Predicted Ans:    1939
Predicted Path:   Mike Connors --[(INV) starred_actors]--> Stagecoach --[release_year]--> 1939
Path (Raw):       Mike Connors --[No Operation]--> Mike Connors --[(INV) starred_actors]--> Stagecoach --[release_year]--> 1939
Neg LogProb(↓):   0.949640
Path Entropy(↓):  1.304271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jeffery roberson acted together with who
Start Entity:     Jeffery Roberson
Gold Answer:      [['Jack Plotnick', 'Clinton Leupp']]
Predicted Ans:    Jeffery Roberson
Predicted Path:   Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls --[starred_actors]--> Jeffery Roberson
Path (Raw):       Jeffery Roberson --[No Operation]--> Jeffery Roberson --[(INV) starred_actors]--> Girls Will Be Girls --[starred_actors]--> Jeffery Roberson
Neg LogProb(↓):   0.067498
Path Entropy(↓):  0.277908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genre does separation city fall under
Start Entity:     Separation City
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Separation City --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Separation City --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.153022
Path Entropy(↓):  4.759571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in trapped
Start Entity:     Trapped
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Trapped --[starred_actors]--> Charlize Theron --[(INV) starred_actors]--> The Astronaut's Wife --[has_genre]--> Thriller
Path (Raw):       Trapped --[starred_actors]--> Charlize Theron --[(INV) starred_actors]--> The Astronaut's Wife --[has_genre]--> Thriller
Neg LogProb(↓):   0.389598
Path Entropy(↓):  1.126974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by ziegfeld follies actors release
Start Entity:     Ziegfeld Follies
Gold Answer:      [['1946', '1944', '1959', '1936', '1935', '1941', '1974', '1968', '1939', '1957', '1951', '1953', '1947', '1956', '1943', '1976', '1948', '1942', '1940', '1938', '1981', '1955', '1962', '1934', '2000', '1949', '1950', '1960', '1945', '1937']]
Predicted Ans:    1968
Predicted Path:   Ziegfeld Follies --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[release_year]--> 1968
Path (Raw):       Ziegfeld Follies --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[release_year]--> 1968
Neg LogProb(↓):   1.058555
Path Entropy(↓):  1.683953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by blake delong in
Start Entity:     Blake DeLong
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Blake DeLong --[(INV) starred_actors]--> Thank You a Lot --[has_genre]--> Drama
Path (Raw):       Blake DeLong --[No Operation]--> Blake DeLong --[(INV) starred_actors]--> Thank You a Lot --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the seventh victim in a few words
Start Entity:     The Seventh Victim
Gold Answer:      [['val lewton', 'bd-r', 'mark robson']]
Predicted Ans:    val lewton
Predicted Path:   The Seventh Victim --[has_tags]--> val lewton --[(INV) has_tags]--> Isle of the Dead --[has_tags]--> val lewton
Path (Raw):       The Seventh Victim --[has_tags]--> val lewton --[(INV) has_tags]--> Isle of the Dead --[has_tags]--> val lewton
Neg LogProb(↓):   0.291104
Path Entropy(↓):  0.604782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the baader meinhof complex
Start Entity:     The Baader Meinhof Complex
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   The Baader Meinhof Complex --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       The Baader Meinhof Complex --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   2.163108
Path Entropy(↓):  3.490584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by anne bancroft
Start Entity:     Anne Bancroft
Gold Answer:      [['Arild Fröhlich']]
Predicted Ans:    Arild Fröhlich
Predicted Path:   Anne Bancroft --[(INV) directed_by]--> Fatso --[directed_by]--> Arild Fröhlich
Path (Raw):       Anne Bancroft --[No Operation]--> Anne Bancroft --[(INV) directed_by]--> Fatso --[directed_by]--> Arild Fröhlich
Neg LogProb(↓):   0.528947
Path Entropy(↓):  1.063667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the last king of scotland
Start Entity:     The Last King of Scotland
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Last King of Scotland --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> Touching the Void --[in_language]--> English
Path (Raw):       The Last King of Scotland --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> Touching the Void --[in_language]--> English
Neg LogProb(↓):   0.015073
Path Entropy(↓):  0.092630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie swordfish
Start Entity:     Swordfish
Gold Answer:      [['Steve Martin', 'Paul Haggis', 'David S. Ward', 'Keir Pearson', 'David Sheffield', 'Warren Casey', 'Jane Wagner', 'Jim Jacobs', 'Peter Rodger', 'John Thomas', 'Sylvester Stallone', 'Bryan Singer', 'David Hayter', 'Elmore Leonard', 'Joe Klein', 'Billy Ray', 'Mark Bomback', 'Scott Frank', 'Dick Clement', 'Ian La Frenais', 'Mike Binder', 'Roger Avary', 'Quentin Tarantino', 'Walter Mosley', 'James Carabatsos', 'Pippa Scott', 'Seth Margolis', 'Adam Hochschild', "Maryam d'Abo", 'Allan Loeb', 'Jeff Lowell', 'L. Ron Hubbard', 'John Cassavetes', 'Richard Matheson', 'Markus Schleinzer', 'John Herzfeld', 'Ronnie Christensen', 'Amy Sorlie', 'Graham Yost', 'David Cronenberg', 'Shane Black', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'Bob Kane', 'Nora Ephron', 'Carl Franklin', 'Nik Cohn', 'Nick Thiel', 'John Gatins', 'John Collier', 'Louis Verneuil', 'Joseph Than', 'Amy Holden Jones', 'Luc Besson', 'Jeffrey Nachmanoff', 'Christopher Nolan', 'Jonathan Nolan', 'Niels Mueller', 'Desmond Nakano', 'Stephen Sommers', 'Justin Theroux', 'Christopher Lloyd', 'Sam Fell', 'Jim Thomas', 'Darren Aronofsky', 'Gerald Di Pego', 'Steven Greene', 'Eric Alter', 'Tom DeSanto', 'Brian De Palma', 'Jerome Armstrong', 'Rúnar Rúnarsson', 'Christopher Priest', 'William Davies', 'Eddie Murphy', 'Lois Duncan', 'Byron Howard', 'Warren Ellis', 'Drew Pearce', 'Tom Matthews', 'Eric Williams', 'Claude Lelouch', 'Barry W. Blaustein', 'Nelson DeMille', 'Jonathan Harr', 'Michel Audiard', 'René Barjavel', 'Raymond Bernard', 'Naomi Foner', 'Steven Zaillian', 'Chris Williams', "Richard D'Ovidio", 'Sebastian Gutierrez', 'Amy Heckerling', 'Evan Daugherty', 'Terry George', 'Peter Lord', 'Mark McCorkle', 'Tina Andrews', 'Joe Keenan']]
Predicted Ans:    Adam Hochschild
Predicted Path:   Swordfish --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[written_by]--> Adam Hochschild
Path (Raw):       Swordfish --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[written_by]--> Adam Hochschild
Neg LogProb(↓):   0.195912
Path Entropy(↓):  0.692866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by callum keith rennie released
Start Entity:     Callum Keith Rennie
Gold Answer:      [['1996', '2006', '2013']]
Predicted Ans:    2013
Predicted Path:   Callum Keith Rennie --[(INV) starred_actors]--> The Young and Prodigious T.S. Spivet --[release_year]--> 2013
Path (Raw):       Callum Keith Rennie --[No Operation]--> Callum Keith Rennie --[(INV) starred_actors]--> The Young and Prodigious T.S. Spivet --[release_year]--> 2013
Neg LogProb(↓):   0.106664
Path Entropy(↓):  0.343926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by minase yashiro
Start Entity:     Minase Yashiro
Gold Answer:      [['Noboru Iguchi']]
Predicted Ans:    Noboru Iguchi
Predicted Path:   Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[written_by]--> Noboru Iguchi
Path (Raw):       Minase Yashiro --[No Operation]--> Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[written_by]--> Noboru Iguchi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of father's little dividend
Start Entity:     Father's Little Dividend
Gold Answer:      [['Home from the Hill', 'The Reluctant Debutante', 'Madame Bovary', 'Yolanda and the Thief', 'The Long, Long Trailer', 'Meet Me in St. Louis', 'On a Clear Day You Can See Forever', 'The Sandpiper', 'The Bad and the Beautiful', 'Designing Woman', 'Gigi', 'The Cobweb', 'Ziegfeld Follies', 'Tea and Sympathy', 'The Story of Three Loves', 'An American in Paris', 'Brigadoon', 'Father of the Bride', 'The Clock', 'Bells Are Ringing', 'Lust for Life', "The Courtship of Eddie's Father", 'Two Weeks in Another Town', 'Some Came Running', 'Undercurrent']]
Predicted Ans:    Madame Bovary
Predicted Path:   Father's Little Dividend --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary
Path (Raw):       Father's Little Dividend --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[No Operation]--> Madame Bovary
Neg LogProb(↓):   0.470540
Path Entropy(↓):  0.841481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor mona freeman appeared in the same movie with who
Start Entity:     Mona Freeman
Gold Answer:      [['Robert Keith', 'Aldo Ray', 'Van Heflin', 'Alan Ladd', 'Charles Bickford']]
Predicted Ans:    Charles Bickford
Predicted Path:   Mona Freeman --[(INV) starred_actors]--> Branded --[starred_actors]--> Charles Bickford
Path (Raw):       Mona Freeman --[No Operation]--> Mona Freeman --[(INV) starred_actors]--> Branded --[starred_actors]--> Charles Bickford
Neg LogProb(↓):   0.118570
Path Entropy(↓):  0.384334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by edward norton
Start Entity:     Edward Norton
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Edward Norton --[(INV) starred_actors]--> The Illusionist --[has_genre]--> Drama
Path (Raw):       Edward Norton --[No Operation]--> Edward Norton --[(INV) starred_actors]--> The Illusionist --[has_genre]--> Drama
Neg LogProb(↓):   0.739800
Path Entropy(↓):  0.933554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was dirty filthy love released
Start Entity:     Dirty Filthy Love
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Dirty Filthy Love --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Dirty Filthy Love --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.085578
Path Entropy(↓):  4.492355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by klaus nomi
Start Entity:     Klaus Nomi
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Klaus Nomi --[(INV) starred_actors]--> The Nomi Song --[has_genre]--> Documentary
Path (Raw):       Klaus Nomi --[No Operation]--> Klaus Nomi --[(INV) starred_actors]--> The Nomi Song --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film hell to eternity
Start Entity:     Hell to Eternity
Gold Answer:      [['Francis D. Lyon', 'William Conrad', 'Douglas Trumbull', 'Daniel Petrie', 'Norman Taurog', 'John Wayne', 'John Ford', 'Nicholas Ray', 'Laís Bodanzky', 'Gerd Oswald', 'John Sturges', 'Guy Green', 'James Dearden']]
Predicted Ans:    Daniel Petrie
Predicted Path:   Hell to Eternity --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Moon of the Wolf --[directed_by]--> Daniel Petrie
Path (Raw):       Hell to Eternity --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Moon of the Wolf --[directed_by]--> Daniel Petrie
Neg LogProb(↓):   0.152389
Path Entropy(↓):  0.494477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by bernhard schlink were directed by who
Start Entity:     Bernhard Schlink
Gold Answer:      [['Stephen Daldry']]
Predicted Ans:    Stephen Daldry
Predicted Path:   Bernhard Schlink --[(INV) written_by]--> The Reader --[directed_by]--> Stephen Daldry
Path (Raw):       Bernhard Schlink --[No Operation]--> Bernhard Schlink --[(INV) written_by]--> The Reader --[directed_by]--> Stephen Daldry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed sharky's machine
Start Entity:     Sharky's Machine
Gold Answer:      [['Jerry Belson', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'Elmore Leonard', 'David Monteagudo']]
Predicted Ans:    Jorge Guerricaechevarría
Predicted Path:   Sharky's Machine --[directed_by]--> Burt Reynolds --[(INV) directed_by]--> The End --[written_by]--> Jorge Guerricaechevarría
Path (Raw):       Sharky's Machine --[directed_by]--> Burt Reynolds --[(INV) directed_by]--> The End --[written_by]--> Jorge Guerricaechevarría
Neg LogProb(↓):   0.292119
Path Entropy(↓):  0.767461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie i like it like that
Start Entity:     I Like It Like That
Gold Answer:      [['2008']]
Predicted Ans:    1994
Predicted Path:   I Like It Like That --[written_by]--> Darnell Martin --[(INV) written_by]--> I Like It Like That --[release_year]--> 1994
Path (Raw):       I Like It Like That --[written_by]--> Darnell Martin --[(INV) written_by]--> I Like It Like That --[release_year]--> 1994
Neg LogProb(↓):   0.032860
Path Entropy(↓):  0.143520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the scarlet pimpernel written by
Start Entity:     The Scarlet Pimpernel
Gold Answer:      [['Baroness Emmuska Orczy']]
Predicted Ans:    Baroness Emmuska Orczy
Predicted Path:   The Scarlet Pimpernel --[written_by]--> Baroness Emmuska Orczy --[(INV) written_by]--> The Scarlet Pimpernel --[written_by]--> Baroness Emmuska Orczy
Path (Raw):       The Scarlet Pimpernel --[written_by]--> Baroness Emmuska Orczy --[(INV) written_by]--> The Scarlet Pimpernel --[written_by]--> Baroness Emmuska Orczy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is warning from space about
Start Entity:     Warning from Space
Gold Answer:      [['japan', 'aliens']]
Predicted Ans:    japan
Predicted Path:   Warning from Space --[has_tags]--> japan --[(INV) has_tags]--> Warning from Space --[has_tags]--> japan
Path (Raw):       Warning from Space --[has_tags]--> japan --[(INV) has_tags]--> Warning from Space --[has_tags]--> japan
Neg LogProb(↓):   0.012774
Path Entropy(↓):  0.091727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the grand seduction were released in which years
Start Entity:     The Grand Seduction
Gold Answer:      [['2011', '2003', '2013']]
Predicted Ans:    2003
Predicted Path:   The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[release_year]--> 2003
Path (Raw):       The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[release_year]--> 2003
Neg LogProb(↓):   0.809659
Path Entropy(↓):  1.122709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of michael cera acted films
Start Entity:     Michael Cera
Gold Answer:      [['2008', '2013', '2009', '2007']]
Predicted Ans:    2009
Predicted Path:   Michael Cera --[(INV) starred_actors]--> Year One --[release_year]--> 2009
Path (Raw):       Michael Cera --[No Operation]--> Michael Cera --[(INV) starred_actors]--> Year One --[release_year]--> 2009
Neg LogProb(↓):   0.290056
Path Entropy(↓):  0.871545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is the gruffalo's child
Start Entity:     The Gruffalo's Child
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   The Gruffalo's Child --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Path (Raw):       The Gruffalo's Child --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Neg LogProb(↓):   0.987039
Path Entropy(↓):  1.590485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the accidental spy
Start Entity:     The Accidental Spy
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Accidental Spy --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Path (Raw):       The Accidental Spy --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Neg LogProb(↓):   2.987558
Path Entropy(↓):  4.558985
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the stupids
Start Entity:     The Stupids
Gold Answer:      [['Steve Martin', 'Jeff Goldblum', 'Steve Forrest', 'David Proval', 'Chevy Chase', 'David Naughton', 'Eddie Murphy', 'Griffin Dunne', 'Monique Gabrielle', 'Martin Short', 'Michelle Pfeiffer', 'John Amos', 'Tom Hulce', 'Donna Dixon', 'Arsenio Hall', 'James Brown', 'Cab Calloway', 'Sylvester Stallone', 'Chazz Palminteri', 'James Earl Jones', 'Dan Aykroyd', 'John Belushi', 'David Zucker', 'Anne Parillaud', 'Denholm Elliott', 'Ornella Muti']]
Predicted Ans:    Eddie Murphy
Predicted Path:   The Stupids --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III --[starred_actors]--> Eddie Murphy
Path (Raw):       The Stupids --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III --[starred_actors]--> Eddie Murphy
Neg LogProb(↓):   0.689702
Path Entropy(↓):  1.173053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the phenix city story were released in which years
Start Entity:     The Phenix City Story
Gold Answer:      [['1953', '1951', '1967', '1977']]
Predicted Ans:    1953
Predicted Path:   The Phenix City Story --[starred_actors]--> John McIntire --[(INV) starred_actors]--> The President's Lady --[release_year]--> 1953
Path (Raw):       The Phenix City Story --[starred_actors]--> John McIntire --[(INV) starred_actors]--> The President's Lady --[release_year]--> 1953
Neg LogProb(↓):   0.174237
Path Entropy(↓):  0.627955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of bunraku
Start Entity:     Bunraku
Gold Answer:      [['How to Make Money Selling Drugs', 'Hollywood Homicide', 'Now You See Me', 'O', 'Zombieland', "White Men Can't Jump", 'The Black Dahlia', 'Natural Born Killers', 'The People vs. Larry Flynt', 'Seven Pounds', 'The Cowboy Way', 'Free Birds', 'Wicker Park', 'Mutant Chronicles', 'When the Bough Breaks', 'Cronos', 'Resurrecting the Champ', 'Black Hawk Down', 'Game Change', 'Palmetto', 'Season of the Witch', 'Out of the Furnace', 'The Messenger', 'A Prairie Home Companion', 'Pearl Harbor', 'The Grand', 'Here on Earth', 'Mozart and the Whale', 'The Prize Winner of Defiance, Ohio', 'Moon Child', 'The Virgin Suicides', '30 Days of Night', 'Defendor', 'Grass', 'Semi-Pro', 'Doc Hollywood', 'Kingpin', '40 Days and 40 Nights', 'Indecent Proposal', 'Rampart', 'Conan the Barbarian', 'Lucky Number Slevin', 'Hellboy', 'The Faculty', 'Play It to the Bone', 'Scorched', 'The City of Lost Children', 'Transsiberian', 'After the Sunset', 'Money Train', 'The Hi-Lo Country', 'Surfer, Dude', 'I Sell the Dead']]
Predicted Ans:    Surfer, Dude
Predicted Path:   Bunraku --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude
Path (Raw):       Bunraku --[starred_actors]--> Woody Harrelson --[No Operation]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude
Neg LogProb(↓):   1.611169
Path Entropy(↓):  2.593681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of stephen furst starred movies
Start Entity:     Stephen Furst
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Stephen Furst --[(INV) starred_actors]--> The Dream Team --[release_year]--> 1989
Path (Raw):       Stephen Furst --[No Operation]--> Stephen Furst --[(INV) starred_actors]--> The Dream Team --[release_year]--> 1989
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films the mothman prophecies are written by who
Start Entity:     The Mothman Prophecies
Gold Answer:      [['Mark Pellington', 'Albert Torres', 'Dan Wakefield', 'Ehren Kruger']]
Predicted Ans:    Mark Pellington
Predicted Path:   The Mothman Prophecies --[written_by]--> Richard Hatem --[(INV) written_by]--> The Mothman Prophecies --[directed_by]--> Mark Pellington
Path (Raw):       The Mothman Prophecies --[written_by]--> Richard Hatem --[(INV) written_by]--> The Mothman Prophecies --[directed_by]--> Mark Pellington
Neg LogProb(↓):   0.030532
Path Entropy(↓):  0.136216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by marc reid rubel release
Start Entity:     Marc Reid Rubel
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Marc Reid Rubel --[(INV) written_by]--> Xanadu --[release_year]--> 1980
Path (Raw):       Marc Reid Rubel --[No Operation]--> Marc Reid Rubel --[(INV) written_by]--> Xanadu --[release_year]--> 1980
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with hoagy carmichael
Start Entity:     Hoagy Carmichael
Gold Answer:      [['Lauren Bacall', 'Kirk Douglas', 'Doris Day']]
Predicted Ans:    Doris Day
Predicted Path:   Hoagy Carmichael --[(INV) starred_actors]--> Young Man with a Horn --[starred_actors]--> Doris Day
Path (Raw):       Hoagy Carmichael --[No Operation]--> Hoagy Carmichael --[(INV) starred_actors]--> Young Man with a Horn --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.168747
Path Entropy(↓):  0.486056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of autumn sonata
Start Entity:     Autumn Sonata
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Lacey Chabert', 'Cary Grant', 'Viggo Mortensen', 'Bibi Andersson', 'Liv Ullmann', 'Erland Josephson', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Brandon Quinn', 'Mercedes McNab', 'Michael Fassbender', 'Bengt Ekerot', 'Harriet Andersson', 'Gunnel Lindblom', 'Tygh Runyan']]
Predicted Ans:    Max von Sydow
Predicted Path:   Autumn Sonata --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> The Magician --[starred_actors]--> Max von Sydow
Path (Raw):       Autumn Sonata --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> The Magician --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.895096
Path Entropy(↓):  1.261356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did ron j. friedman write
Start Entity:     Ron J. Friedman
Gold Answer:      [['Chicken Little', 'Open Season']]
Predicted Ans:    Chicken Little
Predicted Path:   Ron J. Friedman --[(INV) written_by]--> Chicken Little --[written_by]--> Ron Anderson --[(INV) written_by]--> Chicken Little
Path (Raw):       Ron J. Friedman --[(INV) written_by]--> Chicken Little --[written_by]--> Ron Anderson --[(INV) written_by]--> Chicken Little
Neg LogProb(↓):   0.386145
Path Entropy(↓):  0.880116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by tony bancroft fall under
Start Entity:     Tony Bancroft
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Tony Bancroft --[(INV) directed_by]--> Mulan --[has_genre]--> Animation
Path (Raw):       Tony Bancroft --[No Operation]--> Tony Bancroft --[(INV) directed_by]--> Mulan --[has_genre]--> Animation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film charlie st. cloud starred which actors
Start Entity:     Charlie St. Cloud
Gold Answer:      [['Amanda Crew', 'Zac Efron']]
Predicted Ans:    Zac Efron
Predicted Path:   Charlie St. Cloud --[starred_actors]--> Zac Efron --[(INV) starred_actors]--> Charlie St. Cloud --[starred_actors]--> Zac Efron
Path (Raw):       Charlie St. Cloud --[starred_actors]--> Zac Efron --[(INV) starred_actors]--> Charlie St. Cloud --[starred_actors]--> Zac Efron
Neg LogProb(↓):   0.082292
Path Entropy(↓):  0.341233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the exorcist
Start Entity:     The Exorcist
Gold Answer:      [['Ellen Burstyn', 'Lee J. Cobb', 'Max von Sydow']]
Predicted Ans:    Max von Sydow
Predicted Path:   The Exorcist --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf --[starred_actors]--> Max von Sydow
Path (Raw):       The Exorcist --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.078840
Path Entropy(↓):  0.358941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did paul gottlieb write
Start Entity:     Paul Gottlieb
Gold Answer:      [['In Praise of Older Women']]
Predicted Ans:    In Praise of Older Women
Predicted Path:   Paul Gottlieb --[(INV) written_by]--> In Praise of Older Women --[written_by]--> Barrie Wexler --[(INV) written_by]--> In Praise of Older Women
Path (Raw):       Paul Gottlieb --[(INV) written_by]--> In Praise of Older Women --[written_by]--> Barrie Wexler --[(INV) written_by]--> In Praise of Older Women
Neg LogProb(↓):   0.257288
Path Entropy(↓):  0.569351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the day after
Start Entity:     The Day After
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   The Day After --[release_year]--> 1983 --[(INV) release_year]--> Terms of Endearment --[release_year]--> 1983
Path (Raw):       The Day After --[release_year]--> 1983 --[(INV) release_year]--> Terms of Endearment --[release_year]--> 1983
Neg LogProb(↓):   2.842558
Path Entropy(↓):  4.324084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by hitoshi takagi in
Start Entity:     Hitoshi Takagi
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Hitoshi Takagi --[(INV) starred_actors]--> My Neighbor Totoro --[has_genre]--> Fantasy
Path (Raw):       Hitoshi Takagi --[No Operation]--> Hitoshi Takagi --[(INV) starred_actors]--> My Neighbor Totoro --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of portrait in black
Start Entity:     Portrait in Black
Gold Answer:      [['Road to Morocco', 'Against All Flags', 'The Black Orchid', 'A Walk in the Clouds', 'The Rains of Ranchipur', 'Imitation of Life', 'Lion of the Desert', 'Johnny Eager', 'The Magus', 'The Hunchback of Notre Dame', 'The Guns of Navarone', 'The Bad and the Beautiful', 'Zorba the Greek', 'The Big Cube', 'Dr. Jekyll and Mr. Hyde', 'Betrayed', 'High Risk', 'Revenge', 'Requiem for a Heavyweight', 'Cass Timberlane', 'The Visit', 'Ulysses', 'Viva Zapata!', 'The Secret of Santa Vittoria', 'The Ox-Bow Incident', 'Back to Bataan', 'The Prodigal', 'Warlock', 'Last Train from Gun Hill', 'The Sea Chase', 'Barabbas', 'The Postman Always Rings Twice', 'Behold a Pale Horse', 'Avenging Angelo', 'Lust for Life', 'Wild Is the Wind', 'La Strada', 'The Don Is Dead', 'A High Wind in Jamaica', 'Attila', 'Bachelor in Paradise', 'The Merry Widow', 'The Three Musketeers', 'Peyton Place']]
Predicted Ans:    The Merry Widow
Predicted Path:   Portrait in Black --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> The Merry Widow
Path (Raw):       Portrait in Black --[starred_actors]--> Lana Turner --[No Operation]--> Lana Turner --[(INV) starred_actors]--> The Merry Widow
Neg LogProb(↓):   0.448007
Path Entropy(↓):  1.245147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by benjamin glazer
Start Entity:     Benjamin Glazer
Gold Answer:      [['A Farewell to Arms', 'The Devil to Pay!', 'No Man of Her Own', '7th Heaven']]
Predicted Ans:    7th Heaven
Predicted Path:   Benjamin Glazer --[(INV) written_by]--> 7th Heaven --[written_by]--> Austin Strong --[(INV) written_by]--> 7th Heaven
Path (Raw):       Benjamin Glazer --[(INV) written_by]--> 7th Heaven --[written_by]--> Austin Strong --[(INV) written_by]--> 7th Heaven
Neg LogProb(↓):   0.238943
Path Entropy(↓):  0.841851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the saint writers
Start Entity:     The Saint
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Saint --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint in London --[has_genre]--> Crime
Path (Raw):       The Saint --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint in London --[has_genre]--> Crime
Neg LogProb(↓):   0.041979
Path Entropy(↓):  0.195236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the princess comes across
Start Entity:     The Princess Comes Across
Gold Answer:      [['William K. Howard']]
Predicted Ans:    William K. Howard
Predicted Path:   The Princess Comes Across --[directed_by]--> William K. Howard --[(INV) directed_by]--> The Princess Comes Across --[directed_by]--> William K. Howard
Path (Raw):       The Princess Comes Across --[directed_by]--> William K. Howard --[(INV) directed_by]--> The Princess Comes Across --[directed_by]--> William K. Howard
Neg LogProb(↓):   0.028045
Path Entropy(↓):  0.144524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the makioka sisters also directed which movies
Start Entity:     The Makioka Sisters
Gold Answer:      [['Tokyo Olympiad', 'The Burmese Harp', "An Actor's Revenge", 'Odd Obsession', 'Fires on the Plain', '47 Ronin']]
Predicted Ans:    47 Ronin
Predicted Path:   The Makioka Sisters --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin
Path (Raw):       The Makioka Sisters --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[No Operation]--> 47 Ronin
Neg LogProb(↓):   0.189945
Path Entropy(↓):  0.561753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by sidney poitier starred who
Start Entity:     Sidney Poitier
Gold Answer:      [['Nan Martin', 'Abbey Lincoln', 'Beau Bridges']]
Predicted Ans:    Sidney Poitier
Predicted Path:   Sidney Poitier --[(INV) written_by]--> For Love of Ivy --[starred_actors]--> Sidney Poitier
Path (Raw):       Sidney Poitier --[No Operation]--> Sidney Poitier --[(INV) written_by]--> For Love of Ivy --[starred_actors]--> Sidney Poitier
Neg LogProb(↓):   0.730844
Path Entropy(↓):  1.455805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of the desert of the tartars also starred in which movies
Start Entity:     The Desert of the Tartars
Gold Answer:      [['We All Loved Each Other So Much', 'La Grande Bouffe', 'The Return of Ringo', 'The Great War', 'Big Deal on Madonna Street', 'Three Brothers', 'Very Happy Alexander', "Sharky's Machine", 'The Family', 'War and Peace', 'The Man Who Planted Trees', 'Scent of a Woman', 'A Pistol for Ringo', 'Bitter Rice', 'Quintet']]
Predicted Ans:    The Man Who Planted Trees
Predicted Path:   The Desert of the Tartars --[starred_actors]--> Philippe Noiret --[(INV) starred_actors]--> The Man Who Planted Trees
Path (Raw):       The Desert of the Tartars --[starred_actors]--> Philippe Noiret --[No Operation]--> Philippe Noiret --[(INV) starred_actors]--> The Man Who Planted Trees
Neg LogProb(↓):   1.410071
Path Entropy(↓):  1.735146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of deck the halls
Start Entity:     Deck the Halls
Gold Answer:      [['John Whitesell']]
Predicted Ans:    John Whitesell
Predicted Path:   Deck the Halls --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[directed_by]--> John Whitesell
Path (Raw):       Deck the Halls --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[directed_by]--> John Whitesell
Neg LogProb(↓):   0.067706
Path Entropy(↓):  0.270271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is fathom about
Start Entity:     Fathom
Gold Answer:      [['raquel welch']]
Predicted Ans:    raquel welch
Predicted Path:   Fathom --[has_tags]--> raquel welch --[(INV) has_tags]--> One Million Years B.C. --[has_tags]--> raquel welch
Path (Raw):       Fathom --[has_tags]--> raquel welch --[(INV) has_tags]--> One Million Years B.C. --[has_tags]--> raquel welch
Neg LogProb(↓):   0.039363
Path Entropy(↓):  0.197985
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of welcome to the dollhouse
Start Entity:     Welcome to the Dollhouse
Gold Answer:      [['Todd Solondz', 'Dagur Kári']]
Predicted Ans:    Todd Solondz
Predicted Path:   Welcome to the Dollhouse --[written_by]--> Todd Solondz --[(INV) written_by]--> Welcome to the Dollhouse --[directed_by]--> Todd Solondz
Path (Raw):       Welcome to the Dollhouse --[written_by]--> Todd Solondz --[(INV) written_by]--> Welcome to the Dollhouse --[directed_by]--> Todd Solondz
Neg LogProb(↓):   0.160202
Path Entropy(↓):  0.461552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by marta etura
Start Entity:     Marta Etura
Gold Answer:      [['James Hadley Chase']]
Predicted Ans:    James Hadley Chase
Predicted Path:   Marta Etura --[(INV) starred_actors]--> Eva --[written_by]--> James Hadley Chase
Path (Raw):       Marta Etura --[No Operation]--> Marta Etura --[(INV) starred_actors]--> Eva --[written_by]--> James Hadley Chase
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor donald moffat starred together with who
Start Entity:     Donald Moffat
Gold Answer:      [['Frederic Forrest', 'Jessica Lange']]
Predicted Ans:    Jessica Lange
Predicted Path:   Donald Moffat --[(INV) starred_actors]--> Music Box --[starred_actors]--> Jessica Lange
Path (Raw):       Donald Moffat --[No Operation]--> Donald Moffat --[(INV) starred_actors]--> Music Box --[starred_actors]--> Jessica Lange
Neg LogProb(↓):   0.000136
Path Entropy(↓):  0.001360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by bullitt actors
Start Entity:     Bullitt
Gold Answer:      [['Christopher Munch', 'Roger Donaldson', 'Robert Wise', 'Buzz Kulik', 'Harley Cokeliss', 'John Huston', 'Bud Yorkin', 'Mark Rydell', 'Paul Bartel', 'François Truffaut', 'Zalman King', 'George Schaefer', 'Henry Hathaway', 'Lee H. Katzin', 'Chuck Russell', 'Franklin J. Schaffner', 'Rafi Pitts', 'Daniel Nettheim', 'Maximilian Schell', 'Robert Mulligan', 'John Sturges', 'Baltasar Kormákur', 'Don Siegel', 'Peter Yates', 'John Guillermin', 'John McTiernan', 'Norman Jewison', 'Sam Peckinpah', 'Ralph Nelson', 'Harvey Hart', 'John Hough']]
Predicted Ans:    Baltasar Kormákur
Predicted Path:   Bullitt --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep --[directed_by]--> Baltasar Kormákur
Path (Raw):       Bullitt --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep --[directed_by]--> Baltasar Kormákur
Neg LogProb(↓):   0.340559
Path Entropy(↓):  0.758255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by dan gildark fall under
Start Entity:     Dan Gildark
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Dan Gildark --[(INV) written_by]--> Cthulhu --[has_genre]--> Horror
Path (Raw):       Dan Gildark --[No Operation]--> Dan Gildark --[(INV) written_by]--> Cthulhu --[has_genre]--> Horror
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie george of the jungle were in which genres
Start Entity:     George of the Jungle
Gold Answer:      [['Comedy']]
Predicted Ans:    Action
Predicted Path:   George of the Jungle --[written_by]--> Jay Ward --[(INV) written_by]--> George of the Jungle --[has_genre]--> Action
Path (Raw):       George of the Jungle --[written_by]--> Jay Ward --[(INV) written_by]--> George of the Jungle --[has_genre]--> Action
Neg LogProb(↓):   0.004507
Path Entropy(↓):  0.028788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies starred by actors in the big chill
Start Entity:     The Big Chill
Gold Answer:      [['1980', '1954', '2008', '2003', '1993', '2006', '1985', '1941', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '1994', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1986', '2013', '1988', '2000', '1964', '1997', '1975', '1950', '2005', '1991', '1965', '1999', '1987', '1969', '1958']]
Predicted Ans:    1985
Predicted Path:   The Big Chill --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Path (Raw):       The Big Chill --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Neg LogProb(↓):   0.721647
Path Entropy(↓):  2.115922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for iron man
Start Entity:     Iron Man
Gold Answer:      [['Larry Lieber', 'Don Heck', 'Hawk Ostby', 'Matt Holloway', 'Art Marcum', 'Jack Kirby', 'Mark Fergus', 'Stan Lee']]
Predicted Ans:    Don Heck
Predicted Path:   Iron Man --[written_by]--> Larry Lieber --[(INV) written_by]--> Iron Man --[written_by]--> Don Heck
Path (Raw):       Iron Man --[written_by]--> Larry Lieber --[(INV) written_by]--> Iron Man --[written_by]--> Don Heck
Neg LogProb(↓):   1.507926
Path Entropy(↓):  2.276236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in untraceable
Start Entity:     Untraceable
Gold Answer:      [['2008', '2003', '1992', '2006', '1979', '1984', '2007', '1998', '1951', '2010', '1982', '1995', '2001', '1996', '2002', '2011', '2013', '2000', '1997', '2005', '1999', '1987']]
Predicted Ans:    1984
Predicted Path:   Untraceable --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Path (Raw):       Untraceable --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Neg LogProb(↓):   1.044544
Path Entropy(↓):  1.420871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of don't say a word
Start Entity:     Don't Say a Word
Gold Answer:      [['Ben Syder', 'Kevin Dillon', 'Robert Downey Jr.', 'Alicia Silverstone', 'Mark Strong', 'David Keith', 'Clint Eastwood', 'Gwyneth Paltrow', 'Viggo Mortensen', 'Cathy Moriarty', 'Michael Douglas', 'Shannyn Sossamon', 'Jude Law']]
Predicted Ans:    Shannyn Sossamon
Predicted Path:   Don't Say a Word --[written_by]--> Andrew Klavan --[(INV) written_by]--> One Missed Call --[starred_actors]--> Shannyn Sossamon
Path (Raw):       Don't Say a Word --[written_by]--> Andrew Klavan --[(INV) written_by]--> One Missed Call --[starred_actors]--> Shannyn Sossamon
Neg LogProb(↓):   0.415271
Path Entropy(↓):  0.666502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of alia bhatt acted films
Start Entity:     Alia Bhatt
Gold Answer:      [['Karan Johar', 'Imtiaz Ali']]
Predicted Ans:    Karan Johar
Predicted Path:   Alia Bhatt --[(INV) starred_actors]--> Student of the Year --[written_by]--> Karan Johar
Path (Raw):       Alia Bhatt --[No Operation]--> Alia Bhatt --[(INV) starred_actors]--> Student of the Year --[written_by]--> Karan Johar
Neg LogProb(↓):   0.582020
Path Entropy(↓):  0.686225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film french cancan
Start Entity:     French Cancan
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   French Cancan --[release_year]--> 1954 --[(INV) release_year]--> Executive Suite --[release_year]--> 1954
Path (Raw):       French Cancan --[release_year]--> 1954 --[(INV) release_year]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   2.496247
Path Entropy(↓):  3.882635
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the woman in black is also the director of which movies
Start Entity:     The Woman in Black
Gold Answer:      [['Skokie', 'Eden Lake']]
Predicted Ans:    The Woman in Black
Predicted Path:   The Woman in Black --[directed_by]--> Herbert Wise --[(INV) directed_by]--> The Woman in Black
Path (Raw):       The Woman in Black --[directed_by]--> Herbert Wise --[(INV) directed_by]--> The Woman in Black --[No Operation]--> The Woman in Black
Neg LogProb(↓):   0.033604
Path Entropy(↓):  0.162708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie jude were released in which years
Start Entity:     Jude
Gold Answer:      [['1995', '1998', '2000', '1997', '2009', '2003', '2010', '2004', '1999', '2002', '2011', '2013', '2007']]
Predicted Ans:    1995
Predicted Path:   Jude --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[release_year]--> 1995
Path (Raw):       Jude --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[release_year]--> 1995
Neg LogProb(↓):   1.347563
Path Entropy(↓):  2.037799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed torn curtain
Start Entity:     Torn Curtain
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Torn Curtain --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Path (Raw):       Torn Curtain --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.681016
Path Entropy(↓):  1.255922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did albert zugsmith direct
Start Entity:     Albert Zugsmith
Gold Answer:      [['Confessions of an Opium Eater']]
Predicted Ans:    Confessions of an Opium Eater
Predicted Path:   Albert Zugsmith --[(INV) directed_by]--> Confessions of an Opium Eater --[written_by]--> Thomas De Quincey --[(INV) written_by]--> Confessions of an Opium Eater
Path (Raw):       Albert Zugsmith --[(INV) directed_by]--> Confessions of an Opium Eater --[written_by]--> Thomas De Quincey --[(INV) written_by]--> Confessions of an Opium Eater
Neg LogProb(↓):   0.021639
Path Entropy(↓):  0.103464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of david palmer directed movies
Start Entity:     David Palmer
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   David Palmer --[(INV) directed_by]--> Hit and Run --[release_year]--> 2012
Path (Raw):       David Palmer --[No Operation]--> David Palmer --[(INV) directed_by]--> Hit and Run --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was tim mcgraw an actor in
Start Entity:     Tim McGraw
Gold Answer:      [['Country Strong', 'The Blind Side', 'Flicka']]
Predicted Ans:    Country Strong
Predicted Path:   Tim McGraw --[(INV) starred_actors]--> Country Strong --[starred_actors]--> Tim McGraw --[(INV) starred_actors]--> Country Strong
Path (Raw):       Tim McGraw --[(INV) starred_actors]--> Country Strong --[starred_actors]--> Tim McGraw --[(INV) starred_actors]--> Country Strong
Neg LogProb(↓):   0.567047
Path Entropy(↓):  1.075269
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of crazy as hell
Start Entity:     Crazy as Hell
Gold Answer:      [['1985', '2013']]
Predicted Ans:    2013
Predicted Path:   Crazy as Hell --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[release_year]--> 2013
Path (Raw):       Crazy as Hell --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[release_year]--> 2013
Neg LogProb(↓):   0.043841
Path Entropy(↓):  0.184186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by denis leary were directed by who
Start Entity:     Denis Leary
Gold Answer:      [['Bill Bennett']]
Predicted Ans:    Denis Leary
Predicted Path:   Denis Leary --[(INV) directed_by]--> Favorite Deadly Sins --[directed_by]--> Denis Leary
Path (Raw):       Denis Leary --[No Operation]--> Denis Leary --[(INV) directed_by]--> Favorite Deadly Sins --[directed_by]--> Denis Leary
Neg LogProb(↓):   0.692689
Path Entropy(↓):  1.234795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was wake in fright written by
Start Entity:     Wake in Fright
Gold Answer:      [['Evan Jones', 'Kenneth Cook']]
Predicted Ans:    Evan Jones
Predicted Path:   Wake in Fright --[written_by]--> Evan Jones --[(INV) written_by]--> Wake in Fright --[written_by]--> Evan Jones
Path (Raw):       Wake in Fright --[written_by]--> Evan Jones --[(INV) written_by]--> Wake in Fright --[written_by]--> Evan Jones
Neg LogProb(↓):   0.942046
Path Entropy(↓):  1.514832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by ricardo trogi
Start Entity:     Ricardo Trogi
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Ricardo Trogi --[(INV) directed_by]--> 1981 --[release_year]--> 2009
Path (Raw):       Ricardo Trogi --[No Operation]--> Ricardo Trogi --[(INV) directed_by]--> 1981 --[release_year]--> 2009
Neg LogProb(↓):   0.071345
Path Entropy(↓):  0.501358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director david kendall
Start Entity:     David Kendall
Gold Answer:      [['John Goodman', 'Sam Neill', 'Bryan Brown', 'Toni Collette']]
Predicted Ans:    Sam Neill
Predicted Path:   David Kendall --[(INV) directed_by]--> Dirty Deeds --[starred_actors]--> Sam Neill
Path (Raw):       David Kendall --[No Operation]--> David Kendall --[(INV) directed_by]--> Dirty Deeds --[starred_actors]--> Sam Neill
Neg LogProb(↓):   0.582276
Path Entropy(↓):  0.799443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film battle beyond the stars
Start Entity:     Battle Beyond the Stars
Gold Answer:      [['1970', '1959', '2006', '1935', '1967', '1963', '1957', '2004', '1956', '1995', '1971', '1961', '2012', '1955', '1962', '1978', '1964', '1966', '1960', '1958']]
Predicted Ans:    1962
Predicted Path:   Battle Beyond the Stars --[directed_by]--> Roger Corman --[(INV) directed_by]--> Tales of Terror --[release_year]--> 1962
Path (Raw):       Battle Beyond the Stars --[directed_by]--> Roger Corman --[(INV) directed_by]--> Tales of Terror --[release_year]--> 1962
Neg LogProb(↓):   0.889703
Path Entropy(↓):  1.891836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie last life in the universe
Start Entity:     Last Life in the Universe
Gold Answer:      [['Tadanobu Asano', 'Sinitta Boonyasak']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Last Life in the Universe --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Path (Raw):       Last Life in the Universe --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.318323
Path Entropy(↓):  0.614551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Tim whelan directed which films
Start Entity:     Tim Whelan
Gold Answer:      [['The Divorce of Lady X', 'The Thief of Bagdad']]
Predicted Ans:    The Divorce of Lady X
Predicted Path:   Tim Whelan --[(INV) directed_by]--> The Divorce of Lady X --[directed_by]--> Tim Whelan --[(INV) directed_by]--> The Divorce of Lady X
Path (Raw):       Tim Whelan --[(INV) directed_by]--> The Divorce of Lady X --[directed_by]--> Tim Whelan --[(INV) directed_by]--> The Divorce of Lady X
Neg LogProb(↓):   0.046235
Path Entropy(↓):  0.187856
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of marion jackson written movies
Start Entity:     Marion Jackson
Gold Answer:      [['1930']]
Predicted Ans:    1930
Predicted Path:   Marion Jackson --[(INV) written_by]--> Min and Bill --[release_year]--> 1930
Path (Raw):       Marion Jackson --[No Operation]--> Marion Jackson --[(INV) written_by]--> Min and Bill --[release_year]--> 1930
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the one and only, genuine, original family band
Start Entity:     The One and Only, Genuine, Original Family Band
Gold Answer:      [['Upton Sinclair', 'Abem Finkel', 'Harry Chandlee', 'Francis Gwaltney', 'Sam Hellman', 'Fritz Lang', 'James B. Harris', 'John Huston', 'Ernest Hemingway', 'John Wexley', 'Bertolt Brecht', 'Josann McGibbon', 'Sara Parriott', 'Dan Lewandowski', 'James H. Street', 'Charles Schnee', 'Blake Edwards', 'Jo Swerling', 'Niven Busch', 'Richard Sherman', 'Stuart N. Lake', 'Dorothy Yost', 'Harry Tugend', 'Gladys Lehman', 'Laura E. Richard', 'William Bowers', 'Cid Ricketts Sumner', 'Irene Castle', 'Alan Rudolph', 'Joan Tewkesbury', 'Truman Capote', 'Tom Skeyhill', 'Paul Gallico', 'Vereen Bell', 'Herman J. Mankiewicz', 'James Ellroy', 'Lillian Hellman', 'Kenneth Roberts', 'Lem Dobbs', 'Borden Chase', 'Oscar Hammerstein II', 'Howard Koch', 'Mel Brooks', 'Burt Kennedy']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   The One and Only, Genuine, Original Family Band --[starred_actors]--> Walter Brennan --[(INV) starred_actors]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Path (Raw):       The One and Only, Genuine, Original Family Band --[starred_actors]--> Walter Brennan --[(INV) starred_actors]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   0.850922
Path Entropy(↓):  1.353426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in little dorrit also appears in which movies
Start Entity:     Little Dorrit
Gold Answer:      [['Henry V', 'Kind Hearts and Coronets', 'The Man in the White Suit', 'Dead Again', 'The Secret of NIMH', 'Adam Resurrected', 'Ironclad', 'The Human Factor']]
Predicted Ans:    Ironclad
Predicted Path:   Little Dorrit --[starred_actors]--> Derek Jacobi --[(INV) starred_actors]--> Ironclad
Path (Raw):       Little Dorrit --[starred_actors]--> Derek Jacobi --[No Operation]--> Derek Jacobi --[(INV) starred_actors]--> Ironclad
Neg LogProb(↓):   0.587073
Path Entropy(↓):  1.116911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by marika green were directed by who
Start Entity:     Marika Green
Gold Answer:      [['Robert Bresson']]
Predicted Ans:    Robert Bresson
Predicted Path:   Marika Green --[(INV) starred_actors]--> Pickpocket --[directed_by]--> Robert Bresson
Path (Raw):       Marika Green --[No Operation]--> Marika Green --[(INV) starred_actors]--> Pickpocket --[directed_by]--> Robert Bresson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by harry behn
Start Entity:     Harry Behn
Gold Answer:      [['Howard Hughes']]
Predicted Ans:    Howard Hughes
Predicted Path:   Harry Behn --[(INV) written_by]--> Hell's Angels --[directed_by]--> Howard Hughes
Path (Raw):       Harry Behn --[No Operation]--> Harry Behn --[(INV) written_by]--> Hell's Angels --[directed_by]--> Howard Hughes
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the return of ringo
Start Entity:     The Return of Ringo
Gold Answer:      [['Valerio Zurlini', 'Dino Buzzati', 'Duccio Tessari']]
Predicted Ans:    Duccio Tessari
Predicted Path:   The Return of Ringo --[starred_actors]--> Giuliano Gemma --[(INV) starred_actors]--> The Return of Ringo --[written_by]--> Duccio Tessari
Path (Raw):       The Return of Ringo --[starred_actors]--> Giuliano Gemma --[(INV) starred_actors]--> The Return of Ringo --[written_by]--> Duccio Tessari
Neg LogProb(↓):   0.152569
Path Entropy(↓):  0.491786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by brenda chapman
Start Entity:     Brenda Chapman
Gold Answer:      [['Drama', 'Animation']]
Predicted Ans:    Animation
Predicted Path:   Brenda Chapman --[(INV) directed_by]--> Brave --[has_genre]--> Animation
Path (Raw):       Brenda Chapman --[No Operation]--> Brenda Chapman --[(INV) directed_by]--> Brave --[has_genre]--> Animation
Neg LogProb(↓):   0.017149
Path Entropy(↓):  0.089755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of j'accuse!
Start Entity:     J'accuse!
Gold Answer:      [['Abel Gance']]
Predicted Ans:    Abel Gance
Predicted Path:   J'accuse! --[written_by]--> Abel Gance --[(INV) written_by]--> Lucrezia Borgia --[directed_by]--> Abel Gance
Path (Raw):       J'accuse! --[written_by]--> Abel Gance --[(INV) written_by]--> Lucrezia Borgia --[directed_by]--> Abel Gance
Neg LogProb(↓):   0.033507
Path Entropy(↓):  0.144872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the man without a past
Start Entity:     The Man Without a Past
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Man Without a Past --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> Shadows in Paradise --[has_genre]--> Comedy
Path (Raw):       The Man Without a Past --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> Shadows in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.771624
Path Entropy(↓):  1.398849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the yakuza
Start Entity:     The Yakuza
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Yakuza --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Out of Africa --[has_genre]--> Drama
Path (Raw):       The Yakuza --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Out of Africa --[has_genre]--> Drama
Neg LogProb(↓):   0.340417
Path Entropy(↓):  0.921856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the affairs of martha
Start Entity:     The Affairs of Martha
Gold Answer:      [['Family', 'Music', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   The Affairs of Martha --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> The Affairs of Martha --[has_genre]--> Comedy
Path (Raw):       The Affairs of Martha --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> The Affairs of Martha --[has_genre]--> Comedy
Neg LogProb(↓):   1.043553
Path Entropy(↓):  1.125759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film come back, little sheba
Start Entity:     Come Back, Little Sheba
Gold Answer:      [['St. Clair McKelway', 'Thornton Wilder', "Frank O'Rourke", 'Arthur Hailey', 'N. Richard Nash', 'Waldo Salt', 'Francis Gwaltney', 'Edward Anhalt', 'Aleksandr Gordon', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Ernest Lehman', 'Merian C. Cooper', 'Ruth Rose', 'James Jones', 'Alan Sharp', 'John Guare', 'Clifford Odets', 'William Eastlake', 'Lucille Fletcher', 'Edward L. Montoro', 'Andrei Tarkovsky', 'Leon Uris', 'Bill Forsyth', 'Rod Serling', 'Sinclair Lewis', 'Giuseppe Tomasi di Lampedusa', 'John Cheever', 'Charles W. Bailey II', 'Fletcher Knebel', 'Luke Short', 'Ron Hutchinson', 'Tennessee Williams', 'Luchino Visconti', 'Don Tracy', 'Thomas E. Gaddis', 'Francis Ford Coppola', 'John Grisham', 'Felix Holt', 'Hal Kanter', 'Guy Trosper', 'Daniel Fuchs', 'John Michael Hayes', 'H.G. Wells', 'Anthony Veiller', 'James Drought', 'Jean Webster', 'Alan Le May', 'Max Catto', 'Eleanor Perry', 'Rose Valland', 'Frank Davis', 'Franklin Coen', 'Walter Wager', 'Daniel Ford', 'Borden Chase', 'George Seaton', 'Richard Stanley', 'Elmore Leonard', "Liam O'Brien", 'Richard Brooks', 'Abby Mann', 'Evan Hunter', 'Willis Goldbeck']]
Predicted Ans:    John Guare
Predicted Path:   Come Back, Little Sheba --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[written_by]--> John Guare
Path (Raw):       Come Back, Little Sheba --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[written_by]--> John Guare
Neg LogProb(↓):   1.548291
Path Entropy(↓):  2.353944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the players club
Start Entity:     The Players Club
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Players Club --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Players Club --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.592721
Path Entropy(↓):  5.097021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by walter bernstein release
Start Entity:     Walter Bernstein
Gold Answer:      [['1980', '1934']]
Predicted Ans:    1980
Predicted Path:   Walter Bernstein --[(INV) directed_by]--> Little Miss Marker --[release_year]--> 1980
Path (Raw):       Walter Bernstein --[No Operation]--> Walter Bernstein --[(INV) directed_by]--> Little Miss Marker --[release_year]--> 1980
Neg LogProb(↓):   0.456950
Path Entropy(↓):  0.658729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed kissing a fool
Start Entity:     Kissing a Fool
Gold Answer:      [["Jermaine 'Huggy' Hopkins"]]
Predicted Ans:    Jason Lee
Predicted Path:   Kissing a Fool --[directed_by]--> Doug Ellin --[(INV) directed_by]--> Kissing a Fool --[starred_actors]--> Jason Lee
Path (Raw):       Kissing a Fool --[directed_by]--> Doug Ellin --[(INV) directed_by]--> Kissing a Fool --[starred_actors]--> Jason Lee
Neg LogProb(↓):   0.014615
Path Entropy(↓):  0.083293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are film co - writers of gene brewer
Start Entity:     Gene Brewer
Gold Answer:      [['Charles Leavitt']]
Predicted Ans:    Charles Leavitt
Predicted Path:   Gene Brewer --[(INV) written_by]--> K-PAX --[written_by]--> Charles Leavitt
Path (Raw):       Gene Brewer --[No Operation]--> Gene Brewer --[(INV) written_by]--> K-PAX --[written_by]--> Charles Leavitt
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by brian helgeland were directed by who
Start Entity:     Brian Helgeland
Gold Answer:      [['Tony Scott', 'Ate de Jong', 'Richard Donner', 'Paul Greengrass', 'Clint Eastwood', 'Kevin Costner', 'Sheldon Lettich', 'Curtis Hanson']]
Predicted Ans:    Brian Helgeland
Predicted Path:   Brian Helgeland --[(INV) directed_by]--> Payback --[directed_by]--> Brian Helgeland
Path (Raw):       Brian Helgeland --[No Operation]--> Brian Helgeland --[(INV) directed_by]--> Payback --[directed_by]--> Brian Helgeland
Neg LogProb(↓):   0.488563
Path Entropy(↓):  1.342123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films directed by the jingle all the way director
Start Entity:     Jingle All the Way
Gold Answer:      [['Family', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jingle All the Way --[directed_by]--> Brian Levant --[(INV) directed_by]--> Jingle All the Way --[has_genre]--> Comedy
Path (Raw):       Jingle All the Way --[directed_by]--> Brian Levant --[(INV) directed_by]--> Jingle All the Way --[has_genre]--> Comedy
Neg LogProb(↓):   0.198353
Path Entropy(↓):  0.795262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with robocop
Start Entity:     RoboCop
Gold Answer:      [['Starship Troopers']]
Predicted Ans:    RoboCop
Predicted Path:   RoboCop --[written_by]--> Michael Miner --[(INV) written_by]--> RoboCop
Path (Raw):       RoboCop --[written_by]--> Michael Miner --[(INV) written_by]--> RoboCop --[No Operation]--> RoboCop
Neg LogProb(↓):   1.390912
Path Entropy(↓):  1.416070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same actor of as you like it
Start Entity:     As You Like It
Gold Answer:      [['50/50', 'Lady in the Water', 'The Loss of a Teardrop Diamond', 'The Help', 'Manderlay', 'Tarzan']]
Predicted Ans:    Tarzan
Predicted Path:   As You Like It --[starred_actors]--> Brian Blessed --[(INV) starred_actors]--> Tarzan
Path (Raw):       As You Like It --[starred_actors]--> Brian Blessed --[No Operation]--> Brian Blessed --[(INV) starred_actors]--> Tarzan
Neg LogProb(↓):   0.015379
Path Entropy(↓):  0.088168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by walter salles fall under
Start Entity:     Walter Salles
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Walter Salles --[(INV) directed_by]--> On the Road --[has_genre]--> Drama
Path (Raw):       Walter Salles --[No Operation]--> Walter Salles --[(INV) directed_by]--> On the Road --[has_genre]--> Drama
Neg LogProb(↓):   0.220759
Path Entropy(↓):  0.675628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by claire maurier
Start Entity:     Claire Maurier
Gold Answer:      [['François Truffaut']]
Predicted Ans:    François Truffaut
Predicted Path:   Claire Maurier --[(INV) starred_actors]--> The 400 Blows --[directed_by]--> François Truffaut
Path (Raw):       Claire Maurier --[No Operation]--> Claire Maurier --[(INV) starred_actors]--> The 400 Blows --[directed_by]--> François Truffaut
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in maradona, the hand of god
Start Entity:     Maradona, the Hand of God
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Maradona, the Hand of God --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Maradona, the Hand of God --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.756832
Path Entropy(↓):  2.939597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of valkyrie
Start Entity:     Valkyrie
Gold Answer:      [['Wild Wild West', 'Separate Lies', 'All the Right Moves', 'Girl with a Pearl Earring', 'I, Frankenstein', "Mary Shelley's Frankenstein", 'The Lone Ranger', 'I Capture the Castle', "Peter's Friends", 'RocknRolla', 'Collateral', 'Arthur Christmas', 'Lions for Lambs', 'Othello', "Losin' It", 'Legend', '44 Inch Chest', 'Oblivion', 'The Gingerbread Man', 'Rain Man', 'Anne Frank Remembered', 'The Best Exotic Marigold Hotel', 'About Time', 'Minority Report', 'Jerry Maguire', 'Top Gun', 'Dead Again', 'Knight and Day', 'Days of Thunder', 'Far and Away', 'The Exorcism of Emily Rose', 'Vanilla Sky', 'Henry V', 'War of the Worlds', 'A Few Good Men', 'Edge of Tomorrow', 'Jack Reacher', 'Wild Target', 'The Road to El Dorado', 'The Girl in the Café', 'Page Eight', 'Michael Clayton', 'Black Knight', "Love's Labour's Lost", 'Born on the Fourth of July', 'My Week with Marilyn', 'The Debt', 'Conspiracy', 'The Theory of Flight', 'The Color of Money', 'The Gruffalo', 'Cocktail', 'The Last Samurai', 'The Proposition', 'Oscar and Lucinda', 'Risky Business', 'In the Bedroom', 'The Firm']]
Predicted Ans:    Othello
Predicted Path:   Valkyrie --[starred_actors]--> Kenneth Branagh --[(INV) starred_actors]--> Othello
Path (Raw):       Valkyrie --[starred_actors]--> Kenneth Branagh --[No Operation]--> Kenneth Branagh --[(INV) starred_actors]--> Othello
Neg LogProb(↓):   0.869885
Path Entropy(↓):  1.702203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by paolo bonacelli
Start Entity:     Paolo Bonacelli
Gold Answer:      [['Alan Parker', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Paolo Bonacelli --[(INV) starred_actors]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Path (Raw):       Paolo Bonacelli --[No Operation]--> Paolo Bonacelli --[(INV) starred_actors]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film license to drive
Start Entity:     License to Drive
Gold Answer:      [['1997', '1975', '1990', '1989', '2010', '2004', '2006', '1985', '1994', '1979', '1987', '1986', '1984', '1977']]
Predicted Ans:    1985
Predicted Path:   License to Drive --[starred_actors]--> Richard Masur --[(INV) starred_actors]--> The Mean Season --[release_year]--> 1985
Path (Raw):       License to Drive --[starred_actors]--> Richard Masur --[(INV) starred_actors]--> The Mean Season --[release_year]--> 1985
Neg LogProb(↓):   1.196901
Path Entropy(↓):  2.032096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did richard garland star in
Start Entity:     Richard Garland
Gold Answer:      [['The Undead']]
Predicted Ans:    The Undead
Predicted Path:   Richard Garland --[(INV) starred_actors]--> The Undead --[starred_actors]--> Val Dufour --[(INV) starred_actors]--> The Undead
Path (Raw):       Richard Garland --[(INV) starred_actors]--> The Undead --[starred_actors]--> Val Dufour --[(INV) starred_actors]--> The Undead
Neg LogProb(↓):   0.000650
Path Entropy(↓):  0.005626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does nargis appear in
Start Entity:     Nargis
Gold Answer:      [['Mother India']]
Predicted Ans:    Mother India
Predicted Path:   Nargis --[(INV) starred_actors]--> Mother India --[starred_actors]--> Rajendra Kumar --[(INV) starred_actors]--> Mother India
Path (Raw):       Nargis --[(INV) starred_actors]--> Mother India --[starred_actors]--> Rajendra Kumar --[(INV) starred_actors]--> Mother India
Neg LogProb(↓):   0.637474
Path Entropy(↓):  1.029701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film inseparable are written by who
Start Entity:     Inseparable
Gold Answer:      [['Jon Ronson', 'Michael Markowitz', 'Charles Randolph', 'Annie Proulx', 'Kevin Spacey', 'Andrew Stanton', 'William Shakespeare', 'Duncan Jones', 'Thomas Moffett', 'Gerard Stembridge', 'David J. Burke', 'George Huang', 'Brian Helgeland', 'Leslie Dixon', 'Catherine Ryan Hyde', 'Ben Mezrich', 'Trent Cooper', 'Joe Ranft', 'John Grisham', 'John Berendt', 'John Francis Daley', 'James Ellroy', 'Bryan Singer', 'J.C. Chandor', 'Curtis Hanson', 'Bob Shaw', 'Alan Ball', 'Charles Leavitt', 'Gene Brewer', 'John Lasseter']]
Predicted Ans:    Charles Randolph
Predicted Path:   Inseparable --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[written_by]--> Charles Randolph
Path (Raw):       Inseparable --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[written_by]--> Charles Randolph
Neg LogProb(↓):   0.261918
Path Entropy(↓):  0.980468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of cheryl dunye written films
Start Entity:     Cheryl Dunye
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Cheryl Dunye --[(INV) written_by]--> The Watermelon Woman --[release_year]--> 1996
Path (Raw):       Cheryl Dunye --[No Operation]--> Cheryl Dunye --[(INV) written_by]--> The Watermelon Woman --[release_year]--> 1996
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of american mary also starred in which films
Start Entity:     American Mary
Gold Answer:      [['Ginger Snaps', 'Torment']]
Predicted Ans:    Torment
Predicted Path:   American Mary --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Torment
Path (Raw):       American Mary --[starred_actors]--> Katharine Isabelle --[No Operation]--> Katharine Isabelle --[(INV) starred_actors]--> Torment
Neg LogProb(↓):   0.047694
Path Entropy(↓):  0.222476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film godzilla
Start Entity:     Godzilla
Gold Answer:      [['Japanese']]
Predicted Ans:    French
Predicted Path:   Godzilla --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Godzilla --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   1.755562
Path Entropy(↓):  2.967355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie like father like son
Start Entity:     Like Father Like Son
Gold Answer:      [['Stephen Kendrick', 'Bernard Slade', 'Blake Edwards', 'Masanori Hata', 'Dudley Moore', 'Peter Baynham', 'Steve Gordon', 'Barry Levinson', 'Peter Cook', 'Alex Kendrick', 'Robert Klane', 'Mark Herman', 'Harold Ramis', 'Marshall Brickman', 'Fred Mustard Stewart', 'Valerie Curtin', 'Preston Sturges']]
Predicted Ans:    Mark Herman
Predicted Path:   Like Father Like Son --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> Blame It on the Bellboy --[written_by]--> Mark Herman
Path (Raw):       Like Father Like Son --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> Blame It on the Bellboy --[written_by]--> Mark Herman
Neg LogProb(↓):   1.061825
Path Entropy(↓):  1.444479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of veronika decides to die
Start Entity:     Veronika Decides to Die
Gold Answer:      [['I Know What You Did Last Summer', 'Swimfan', 'Harvard Man', 'The Return', 'TMNT', 'Possession', 'Cruel Intentions', 'Wuthering Heights', 'The Deep End', 'Cherry Crush', 'The Ruins', 'The Grudge 2', 'Home Room', "Happily N'Ever After", 'Scooby-Doo', '100 Girls', 'Simply Irresistible']]
Predicted Ans:    Possession
Predicted Path:   Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession
Path (Raw):       Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[No Operation]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession
Neg LogProb(↓):   0.264595
Path Entropy(↓):  1.009933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by night at the museum actors
Start Entity:     Night at the Museum
Gold Answer:      [['Turkish', 'English']]
Predicted Ans:    English
Predicted Path:   Night at the Museum --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> The Secret Life of Walter Mitty --[in_language]--> English
Path (Raw):       Night at the Museum --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> The Secret Life of Walter Mitty --[in_language]--> English
Neg LogProb(↓):   0.048384
Path Entropy(↓):  0.192408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in alice doesn't live here anymore
Start Entity:     Alice Doesn't Live Here Anymore
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alice Doesn't Live Here Anymore --[starred_actors]--> Ellen Burstyn --[(INV) starred_actors]--> Same Time, Next Year --[has_genre]--> Comedy
Path (Raw):       Alice Doesn't Live Here Anymore --[starred_actors]--> Ellen Burstyn --[(INV) starred_actors]--> Same Time, Next Year --[has_genre]--> Comedy
Neg LogProb(↓):   1.122135
Path Entropy(↓):  1.893268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of alberto sordi acted films
Start Entity:     Alberto Sordi
Gold Answer:      [['Mario Monicelli', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Michelangelo Antonioni']]
Predicted Ans:    Ennio Flaiano
Predicted Path:   Alberto Sordi --[(INV) starred_actors]--> The White Sheik --[written_by]--> Ennio Flaiano
Path (Raw):       Alberto Sordi --[No Operation]--> Alberto Sordi --[(INV) starred_actors]--> The White Sheik --[written_by]--> Ennio Flaiano
Neg LogProb(↓):   1.026369
Path Entropy(↓):  1.423763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe men in black 3 in a few words
Start Entity:     Men in Black 3
Gold Answer:      [['tommy lee jones', 'josh brolin', 'will smith', 'action', '3d', 'barry sonnenfeld']]
Predicted Ans:    josh brolin
Predicted Path:   Men in Black 3 --[has_tags]--> josh brolin --[(INV) has_tags]--> Gangster Squad --[has_tags]--> josh brolin
Path (Raw):       Men in Black 3 --[has_tags]--> josh brolin --[(INV) has_tags]--> Gangster Squad --[has_tags]--> josh brolin
Neg LogProb(↓):   0.000124
Path Entropy(↓):  0.001367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to girlhood
Start Entity:     Girlhood
Gold Answer:      [['céline sciamma']]
Predicted Ans:    céline sciamma
Predicted Path:   Girlhood --[has_tags]--> céline sciamma --[(INV) has_tags]--> Tomboy --[has_tags]--> céline sciamma
Path (Raw):       Girlhood --[has_tags]--> céline sciamma --[(INV) has_tags]--> Tomboy --[has_tags]--> céline sciamma
Neg LogProb(↓):   0.001262
Path Entropy(↓):  0.009679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie last run
Start Entity:     Last Run
Gold Answer:      [['Pinchas Perry', 'Arne Glimcher', 'Glen Pitre', 'Russell Mulcahy', 'Ronald F. Maxwell', 'Carl Reiner', 'Danny DeVito', 'Danny Cannon', 'Sylvester Stallone', 'John Frankenheimer', 'Heywood Gould', 'Howard Zieff', 'Robert Harmon', 'Richard T. Heffron', 'Preston Sturges', 'Stanley Kramer']]
Predicted Ans:    Stanley Kramer
Predicted Path:   Last Run --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> On the Beach --[directed_by]--> Stanley Kramer
Path (Raw):       Last Run --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> On the Beach --[directed_by]--> Stanley Kramer
Neg LogProb(↓):   0.555175
Path Entropy(↓):  1.177837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the happy tears director
Start Entity:     Happy Tears
Gold Answer:      [['Mitchell Lichtenstein']]
Predicted Ans:    Mitchell Lichtenstein
Predicted Path:   Happy Tears --[directed_by]--> Mitchell Lichtenstein --[(INV) directed_by]--> Happy Tears --[written_by]--> Mitchell Lichtenstein
Path (Raw):       Happy Tears --[directed_by]--> Mitchell Lichtenstein --[(INV) directed_by]--> Happy Tears --[written_by]--> Mitchell Lichtenstein
Neg LogProb(↓):   0.018591
Path Entropy(↓):  0.092874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by eva birthistle
Start Entity:     Eva Birthistle
Gold Answer:      [['David Keating', 'Peter Greenaway', 'Tom Shankland']]
Predicted Ans:    Peter Greenaway
Predicted Path:   Eva Birthistle --[(INV) starred_actors]--> Nightwatching --[written_by]--> Peter Greenaway
Path (Raw):       Eva Birthistle --[No Operation]--> Eva Birthistle --[(INV) starred_actors]--> Nightwatching --[written_by]--> Peter Greenaway
Neg LogProb(↓):   0.036827
Path Entropy(↓):  0.179267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of the deadly mantis
Start Entity:     The Deadly Mantis
Gold Answer:      [['Nathan Juran']]
Predicted Ans:    Nathan Juran
Predicted Path:   The Deadly Mantis --[directed_by]--> Nathan Juran --[(INV) directed_by]--> First Men in the Moon --[directed_by]--> Nathan Juran
Path (Raw):       The Deadly Mantis --[directed_by]--> Nathan Juran --[(INV) directed_by]--> First Men in the Moon --[directed_by]--> Nathan Juran
Neg LogProb(↓):   0.000103
Path Entropy(↓):  0.001045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the conspirator was written by who
Start Entity:     The Conspirator
Gold Answer:      [['James D. Solomon']]
Predicted Ans:    James D. Solomon
Predicted Path:   The Conspirator --[written_by]--> James D. Solomon --[(INV) written_by]--> The Conspirator --[written_by]--> James D. Solomon
Path (Raw):       The Conspirator --[written_by]--> James D. Solomon --[(INV) written_by]--> The Conspirator --[written_by]--> James D. Solomon
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film fulltime killer
Start Entity:     Fulltime Killer
Gold Answer:      [['2000', '2009', '2008', '2003', '2005', '2012', '2004', '2006', '1999', '2002', '1986', '2011', '2007']]
Predicted Ans:    2005
Predicted Path:   Fulltime Killer --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[release_year]--> 2005
Path (Raw):       Fulltime Killer --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[release_year]--> 2005
Neg LogProb(↓):   0.961426
Path Entropy(↓):  1.853647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in arise, my love
Start Entity:     Arise, My Love
Gold Answer:      [['Japanese', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Arise, My Love --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       Arise, My Love --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.237717
Path Entropy(↓):  0.519136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by helen jerome
Start Entity:     Helen Jerome
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Helen Jerome --[(INV) written_by]--> Conquest --[has_genre]--> Fantasy
Path (Raw):       Helen Jerome --[No Operation]--> Helen Jerome --[(INV) written_by]--> Conquest --[has_genre]--> Fantasy
Neg LogProb(↓):   0.027565
Path Entropy(↓):  0.124830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by catherine johnson were released in which years
Start Entity:     Catherine Johnson
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Catherine Johnson --[(INV) written_by]--> Mamma Mia! --[release_year]--> 2008
Path (Raw):       Catherine Johnson --[No Operation]--> Catherine Johnson --[(INV) written_by]--> Mamma Mia! --[release_year]--> 2008
Neg LogProb(↓):   0.000524
Path Entropy(↓):  0.004483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by swimming pool writers
Start Entity:     Swimming Pool
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Swimming Pool --[written_by]--> François Ozon --[(INV) written_by]--> Swimming Pool --[has_genre]--> Thriller
Path (Raw):       Swimming Pool --[written_by]--> François Ozon --[(INV) written_by]--> Swimming Pool --[has_genre]--> Thriller
Neg LogProb(↓):   0.263746
Path Entropy(↓):  0.683293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jean marsh star in
Start Entity:     Jean Marsh
Gold Answer:      [['Willow', 'Return to Oz']]
Predicted Ans:    Return to Oz
Predicted Path:   Jean Marsh --[(INV) starred_actors]--> Return to Oz --[starred_actors]--> Jean Marsh --[(INV) starred_actors]--> Return to Oz
Path (Raw):       Jean Marsh --[(INV) starred_actors]--> Return to Oz --[starred_actors]--> Jean Marsh --[(INV) starred_actors]--> Return to Oz
Neg LogProb(↓):   0.028713
Path Entropy(↓):  0.130349
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does karen dotrice appear in
Start Entity:     Karen Dotrice
Gold Answer:      [['The Gnome-Mobile']]
Predicted Ans:    The Gnome-Mobile
Predicted Path:   Karen Dotrice --[(INV) starred_actors]--> The Gnome-Mobile --[starred_actors]--> Karen Dotrice --[(INV) starred_actors]--> The Gnome-Mobile
Path (Raw):       Karen Dotrice --[(INV) starred_actors]--> The Gnome-Mobile --[starred_actors]--> Karen Dotrice --[(INV) starred_actors]--> The Gnome-Mobile
Neg LogProb(↓):   0.084540
Path Entropy(↓):  0.288283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film mischief
Start Entity:     Mischief
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Mischief --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Path (Raw):       Mischief --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Neg LogProb(↓):   3.189278
Path Entropy(↓):  4.392803
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is the phantom of the opera
Start Entity:     The Phantom of the Opera
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   The Phantom of the Opera --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Path (Raw):       The Phantom of the Opera --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Neg LogProb(↓):   0.736029
Path Entropy(↓):  1.165994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the day of the beast
Start Entity:     The Day of the Beast
Gold Answer:      [['1998']]
Predicted Ans:    1995
Predicted Path:   The Day of the Beast --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[release_year]--> 1995
Path (Raw):       The Day of the Beast --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[release_year]--> 1995
Neg LogProb(↓):   0.495301
Path Entropy(↓):  0.993928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of film is brotherhood
Start Entity:     Brotherhood
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Brotherhood --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Brotherhood --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.496768
Path Entropy(↓):  2.606031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of labor pains
Start Entity:     Labor Pains
Gold Answer:      [['Mean Girls', 'Take This Waltz', 'Confessions of a Teenage Drama Queen', 'Freaky Friday', 'Just My Luck', 'The Parent Trap', 'Georgia Rule', 'The Canyons', 'I Know Who Killed Me']]
Predicted Ans:    Just My Luck
Predicted Path:   Labor Pains --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck
Path (Raw):       Labor Pains --[starred_actors]--> Lindsay Lohan --[No Operation]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck
Neg LogProb(↓):   0.026967
Path Entropy(↓):  0.138417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the divorce italian style director
Start Entity:     Divorce Italian Style
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Divorce Italian Style --[directed_by]--> Pietro Germi --[(INV) directed_by]--> In the Name of the Law --[in_language]--> Italian
Path (Raw):       Divorce Italian Style --[directed_by]--> Pietro Germi --[(INV) directed_by]--> In the Name of the Law --[in_language]--> Italian
Neg LogProb(↓):   0.056053
Path Entropy(↓):  0.213275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by larry blamire released
Start Entity:     Larry Blamire
Gold Answer:      [['2001', '2009']]
Predicted Ans:    2009
Predicted Path:   Larry Blamire --[(INV) directed_by]--> Dark and Stormy Night --[release_year]--> 2009
Path (Raw):       Larry Blamire --[No Operation]--> Larry Blamire --[(INV) directed_by]--> Dark and Stormy Night --[release_year]--> 2009
Neg LogProb(↓):   0.593558
Path Entropy(↓):  0.687655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of william forsythe acted films
Start Entity:     William Forsythe
Gold Answer:      [['Jerry Beck', 'Tony Cinciripini', 'Ole Bornedal', 'David S. Goyer']]
Predicted Ans:    Tony Cinciripini
Predicted Path:   William Forsythe --[(INV) starred_actors]--> Hell's Kitchen --[written_by]--> Tony Cinciripini
Path (Raw):       William Forsythe --[No Operation]--> William Forsythe --[(INV) starred_actors]--> Hell's Kitchen --[written_by]--> Tony Cinciripini
Neg LogProb(↓):   0.285439
Path Entropy(↓):  0.623103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the phantom carriage
Start Entity:     The Phantom Carriage
Gold Answer:      [['Wild Strawberries']]
Predicted Ans:    The Phantom Carriage
Predicted Path:   The Phantom Carriage --[starred_actors]--> Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage
Path (Raw):       The Phantom Carriage --[starred_actors]--> Hilda Borgström --[No Operation]--> Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage
Neg LogProb(↓):   0.009911
Path Entropy(↓):  0.062118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which topics is the alamo about
Start Entity:     The Alamo
Gold Answer:      [['revolution', 'billy bob thornton', 'war', 'texas']]
Predicted Ans:    texas
Predicted Path:   The Alamo --[has_tags]--> texas --[(INV) has_tags]--> Lone Star --[has_tags]--> texas
Path (Raw):       The Alamo --[has_tags]--> texas --[(INV) has_tags]--> Lone Star --[has_tags]--> texas
Neg LogProb(↓):   0.259936
Path Entropy(↓):  0.949087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of born to be wild
Start Entity:     Born to Be Wild
Gold Answer:      [['Documentary', 'Short']]
Predicted Ans:    Short
Predicted Path:   Born to Be Wild --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Path (Raw):       Born to Be Wild --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Neg LogProb(↓):   2.424105
Path Entropy(↓):  2.488680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie rashomon were in which languages
Start Entity:     Rashomon
Gold Answer:      [['Swedish', 'Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   Rashomon --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Path (Raw):       Rashomon --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.729322
Path Entropy(↓):  1.314650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in pumping iron
Start Entity:     Pumping Iron
Gold Answer:      [['1993', '1936', '1985', '1979', '1984', '1982', '2014', '1994', '1976', '1948', '1990', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '2000', '1999', '1987', '1969']]
Predicted Ans:    1984
Predicted Path:   Pumping Iron --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> The Terminator --[release_year]--> 1984
Path (Raw):       Pumping Iron --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> The Terminator --[release_year]--> 1984
Neg LogProb(↓):   1.272133
Path Entropy(↓):  1.391183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the sea gull were in which languages
Start Entity:     The Sea Gull
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   The Sea Gull --[written_by]--> Anton Chekhov --[(INV) written_by]--> The Lady with the Dog --[in_language]--> Russian
Path (Raw):       The Sea Gull --[written_by]--> Anton Chekhov --[(INV) written_by]--> The Lady with the Dog --[in_language]--> Russian
Neg LogProb(↓):   0.006773
Path Entropy(↓):  0.045644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with hans janowitz
Start Entity:     Hans Janowitz
Gold Answer:      [['Carl Mayer']]
Predicted Ans:    Hans Janowitz
Predicted Path:   Hans Janowitz --[(INV) written_by]--> The Cabinet of Dr. Caligari --[written_by]--> Hans Janowitz
Path (Raw):       Hans Janowitz --[No Operation]--> Hans Janowitz --[(INV) written_by]--> The Cabinet of Dr. Caligari --[written_by]--> Hans Janowitz
Neg LogProb(↓):   0.006282
Path Entropy(↓):  0.038011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of invisible ghost also directed which movies
Start Entity:     Invisible Ghost
Gold Answer:      [['7th Cavalry', 'Pride of the Bowery', 'Gun Crazy', 'My Name Is Julia Ross', 'The Big Combo', 'A Lawless Street', 'Desperate Search', 'The Undercover Man']]
Predicted Ans:    7th Cavalry
Predicted Path:   Invisible Ghost --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry
Path (Raw):       Invisible Ghost --[directed_by]--> Joseph H. Lewis --[(INV) directed_by]--> 7th Cavalry --[No Operation]--> 7th Cavalry
Neg LogProb(↓):   0.094388
Path Entropy(↓):  0.445869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed man's best friend
Start Entity:     Man's Best Friend
Gold Answer:      [['John Lafia']]
Predicted Ans:    John Lafia
Predicted Path:   Man's Best Friend --[directed_by]--> John Lafia --[(INV) directed_by]--> Man's Best Friend --[directed_by]--> John Lafia
Path (Raw):       Man's Best Friend --[directed_by]--> John Lafia --[(INV) directed_by]--> Man's Best Friend --[directed_by]--> John Lafia
Neg LogProb(↓):   0.008160
Path Entropy(↓):  0.047206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by bob morley
Start Entity:     Bob Morley
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Bob Morley --[(INV) starred_actors]--> Road Kill --[release_year]--> 2010
Path (Raw):       Bob Morley --[No Operation]--> Bob Morley --[(INV) starred_actors]--> Road Kill --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by hiner saleem were released in which years
Start Entity:     Hiner Saleem
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Hiner Saleem --[(INV) written_by]--> Vodka Lemon --[release_year]--> 2003
Path (Raw):       Hiner Saleem --[No Operation]--> Hiner Saleem --[(INV) written_by]--> Vodka Lemon --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie flags of our fathers were released in which years
Start Entity:     Flags of Our Fathers
Gold Answer:      [['2001', '2008', '2010', '2004', '1996', '2006', '1967', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   Flags of Our Fathers --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[release_year]--> 2006
Path (Raw):       Flags of Our Fathers --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[release_year]--> 2006
Neg LogProb(↓):   0.394772
Path Entropy(↓):  1.039068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the invisible war also wrote which films
Start Entity:     The Invisible War
Gold Answer:      [['Outrage', 'Guy', 'This Film Is Not Yet Rated']]
Predicted Ans:    Outrage
Predicted Path:   The Invisible War --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage
Path (Raw):       The Invisible War --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[No Operation]--> Outrage
Neg LogProb(↓):   0.008342
Path Entropy(↓):  0.048977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the arena were released in which years
Start Entity:     The Arena
Gold Answer:      [['1983', '1975', '1981']]
Predicted Ans:    1983
Predicted Path:   The Arena --[directed_by]--> Steve Carver --[(INV) directed_by]--> Lone Wolf McQuade --[release_year]--> 1983
Path (Raw):       The Arena --[directed_by]--> Steve Carver --[(INV) directed_by]--> Lone Wolf McQuade --[release_year]--> 1983
Neg LogProb(↓):   0.104301
Path Entropy(↓):  0.395870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with a diary for timothy in
Start Entity:     A Diary for Timothy
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   A Diary for Timothy --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       A Diary for Timothy --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   1.146640
Path Entropy(↓):  1.600602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of all the real girls
Start Entity:     All the Real Girls
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   All the Real Girls --[written_by]--> David Gordon Green --[(INV) written_by]--> Snow Angels --[has_genre]--> Drama
Path (Raw):       All the Real Girls --[written_by]--> David Gordon Green --[(INV) written_by]--> Snow Angels --[has_genre]--> Drama
Neg LogProb(↓):   0.249245
Path Entropy(↓):  0.691396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by santo cilauro
Start Entity:     Santo Cilauro
Gold Answer:      [['Rob Sitch', 'Michael Haneke']]
Predicted Ans:    Michael Haneke
Predicted Path:   Santo Cilauro --[(INV) written_by]--> The Castle --[directed_by]--> Michael Haneke
Path (Raw):       Santo Cilauro --[No Operation]--> Santo Cilauro --[(INV) written_by]--> The Castle --[directed_by]--> Michael Haneke
Neg LogProb(↓):   0.637077
Path Entropy(↓):  0.691912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by albert bassermann
Start Entity:     Albert Bassermann
Gold Answer:      [['Biography']]
Predicted Ans:    Biography
Predicted Path:   Albert Bassermann --[(INV) starred_actors]--> Madame Curie --[has_genre]--> Biography
Path (Raw):       Albert Bassermann --[No Operation]--> Albert Bassermann --[(INV) starred_actors]--> Madame Curie --[has_genre]--> Biography
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie house of wax starred who
Start Entity:     House of Wax
Gold Answer:      [['Vincent Price']]
Predicted Ans:    Elisha Cuthbert
Predicted Path:   House of Wax --[starred_actors]--> Elisha Cuthbert --[(INV) starred_actors]--> The Quiet --[starred_actors]--> Elisha Cuthbert
Path (Raw):       House of Wax --[starred_actors]--> Elisha Cuthbert --[(INV) starred_actors]--> The Quiet --[starred_actors]--> Elisha Cuthbert
Neg LogProb(↓):   0.598920
Path Entropy(↓):  1.124677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by marcel journet release
Start Entity:     Marcel Journet
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Marcel Journet --[(INV) starred_actors]--> Letter from an Unknown Woman --[release_year]--> 1948
Path (Raw):       Marcel Journet --[No Operation]--> Marcel Journet --[(INV) starred_actors]--> Letter from an Unknown Woman --[release_year]--> 1948
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by luke treadaway fall under
Start Entity:     Luke Treadaway
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Luke Treadaway --[(INV) starred_actors]--> Public Sex --[has_genre]--> Comedy
Path (Raw):       Luke Treadaway --[No Operation]--> Luke Treadaway --[(INV) starred_actors]--> Public Sex --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor matt long co - starred with who
Start Entity:     Matt Long
Gold Answer:      [['Sara Paxton', 'Jessica Stroup', 'Mischa Barton', 'Amanda Bynes', 'Peter Fonda']]
Predicted Ans:    Peter Fonda
Predicted Path:   Matt Long --[(INV) starred_actors]--> Ghost Rider --[starred_actors]--> Peter Fonda
Path (Raw):       Matt Long --[No Operation]--> Matt Long --[(INV) starred_actors]--> Ghost Rider --[starred_actors]--> Peter Fonda
Neg LogProb(↓):   0.154426
Path Entropy(↓):  0.420018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed wishmaster
Start Entity:     Wishmaster
Gold Answer:      [['Andrew Divoff', 'Erin Brown']]
Predicted Ans:    Andrew Divoff
Predicted Path:   Wishmaster --[directed_by]--> Robert Kurtzman --[(INV) directed_by]--> The Rage --[starred_actors]--> Andrew Divoff
Path (Raw):       Wishmaster --[directed_by]--> Robert Kurtzman --[(INV) directed_by]--> The Rage --[starred_actors]--> Andrew Divoff
Neg LogProb(↓):   0.075188
Path Entropy(↓):  0.307522
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with ellie wen
Start Entity:     Ellie Wen
Gold Answer:      [['Fabienne Wen']]
Predicted Ans:    Ellie Wen
Predicted Path:   Ellie Wen --[(INV) written_by]--> White Frog --[written_by]--> Ellie Wen
Path (Raw):       Ellie Wen --[No Operation]--> Ellie Wen --[(INV) written_by]--> White Frog --[written_by]--> Ellie Wen
Neg LogProb(↓):   0.001352
Path Entropy(↓):  0.010279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are movie co - directors of kevin tancharoen
Start Entity:     Kevin Tancharoen
Gold Answer:      [['Alan Parker']]
Predicted Ans:    Alan Parker
Predicted Path:   Kevin Tancharoen --[(INV) directed_by]--> Fame --[directed_by]--> Alan Parker
Path (Raw):       Kevin Tancharoen --[No Operation]--> Kevin Tancharoen --[(INV) directed_by]--> Fame --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.002720
Path Entropy(↓):  0.019292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie he knows you're alone
Start Entity:     He Knows You're Alone
Gold Answer:      [['Jeff Lieberman']]
Predicted Ans:    Jeff Lieberman
Predicted Path:   He Knows You're Alone --[starred_actors]--> Don Scardino --[(INV) starred_actors]--> Squirm --[written_by]--> Jeff Lieberman
Path (Raw):       He Knows You're Alone --[starred_actors]--> Don Scardino --[(INV) starred_actors]--> Squirm --[written_by]--> Jeff Lieberman
Neg LogProb(↓):   0.050996
Path Entropy(↓):  0.213616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film casino royale starred which actors
Start Entity:     Casino Royale
Gold Answer:      [['Daniel Craig']]
Predicted Ans:    Daniel Craig
Predicted Path:   Casino Royale --[starred_actors]--> Daniel Craig --[(INV) starred_actors]--> One Life --[starred_actors]--> Daniel Craig
Path (Raw):       Casino Royale --[starred_actors]--> Daniel Craig --[(INV) starred_actors]--> One Life --[starred_actors]--> Daniel Craig
Neg LogProb(↓):   0.270448
Path Entropy(↓):  0.612937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of they won't forget
Start Entity:     They Won't Forget
Gold Answer:      [['Waterloo Bridge', 'Gold Diggers of 1933', 'Johnny Eager', 'Blossoms in the Dust', "The Devil at 4 O'Clock", 'Anthony Adverse', 'East Side, West Side', 'Five Star Final', 'Big City Blues', 'Little Caesar', 'Million Dollar Mermaid', 'Toward the Unknown', 'Thirty Seconds Over Tokyo', 'Quo Vadis', 'Madame Curie', 'Home Before Dark', 'Random Harvest', 'The Bad Seed', 'Lovely to Look At', 'Three on a Match', 'Little Women', 'The FBI Story', 'Gypsy', 'Mister Roberts', 'I Am a Fugitive from a Chain Gang', 'No Time for Sergeants']]
Predicted Ans:    Little Women
Predicted Path:   They Won't Forget --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women
Path (Raw):       They Won't Forget --[No Operation]--> They Won't Forget --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women
Neg LogProb(↓):   0.897444
Path Entropy(↓):  1.834195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie waxworks were in which languages
Start Entity:     Waxworks
Gold Answer:      [['Swedish', 'French', 'English', 'German']]
Predicted Ans:    Swedish
Predicted Path:   Waxworks --[starred_actors]--> Conrad Veidt --[(INV) starred_actors]--> A Woman's Face --[in_language]--> Swedish
Path (Raw):       Waxworks --[starred_actors]--> Conrad Veidt --[(INV) starred_actors]--> A Woman's Face --[in_language]--> Swedish
Neg LogProb(↓):   1.008640
Path Entropy(↓):  0.770400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of maniac
Start Entity:     Maniac
Gold Answer:      [['Robert Davi', 'Robert Forster', 'Fred Williamson', 'Rachel Nichols', 'James Brolin', 'Leo Rossi', 'Claudia Christian', 'Miguel Ferrer', 'Bruce Campbell', 'Jeff Speakman', 'Harvey Keitel', 'Michael Lerner', 'Wes Bentley', 'Robert Loggia', 'Judd Nelson']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Maniac --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop 2 --[starred_actors]--> Bruce Campbell
Path (Raw):       Maniac --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop 2 --[starred_actors]--> Bruce Campbell
Neg LogProb(↓):   0.008209
Path Entropy(↓):  0.056581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of holiday inn
Start Entity:     Holiday Inn
Gold Answer:      [['The Gay Divorcee', 'Top Hat', 'Skylark', 'So Proudly We Hail!', 'A Woman Rebels', 'Follow the Fleet', 'Blue Skies']]
Predicted Ans:    Follow the Fleet
Predicted Path:   Holiday Inn --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet
Path (Raw):       Holiday Inn --[No Operation]--> Holiday Inn --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet
Neg LogProb(↓):   0.481040
Path Entropy(↓):  1.120164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by gosia dobrowolska
Start Entity:     Gosia Dobrowolska
Gold Answer:      [['Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Gosia Dobrowolska --[(INV) starred_actors]--> A Woman's Tale --[directed_by]--> Paul Cox
Path (Raw):       Gosia Dobrowolska --[No Operation]--> Gosia Dobrowolska --[(INV) starred_actors]--> A Woman's Tale --[directed_by]--> Paul Cox
Neg LogProb(↓):   0.004609
Path Entropy(↓):  0.029338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the quest
Start Entity:     The Quest
Gold Answer:      [['Hal Needham', 'Guy Hamilton', 'Peter R. Hunt', 'Luke Greenfield', 'Bill Condon', 'Curtis Bernhardt', 'Penny Marshall', 'Basil Dearden', 'Thomas Arslan', 'Lewis Gilbert', 'John Glen', 'Lewis Teague', 'Andrew V. McLaglen', 'Bryan Forbes']]
Predicted Ans:    Bryan Forbes
Predicted Path:   The Quest --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Path (Raw):       The Quest --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Neg LogProb(↓):   0.219134
Path Entropy(↓):  0.674325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of big was
Start Entity:     Big
Gold Answer:      [['Penny Marshall']]
Predicted Ans:    Penny Marshall
Predicted Path:   Big --[directed_by]--> Penny Marshall --[(INV) directed_by]--> Riding in Cars with Boys --[directed_by]--> Penny Marshall
Path (Raw):       Big --[directed_by]--> Penny Marshall --[(INV) directed_by]--> Riding in Cars with Boys --[directed_by]--> Penny Marshall
Neg LogProb(↓):   0.025732
Path Entropy(↓):  0.140016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did lance armstrong star in
Start Entity:     Lance Armstrong
Gold Answer:      [['The Armstrong Lie']]
Predicted Ans:    The Armstrong Lie
Predicted Path:   Lance Armstrong --[(INV) starred_actors]--> The Armstrong Lie --[starred_actors]--> Lance Armstrong --[(INV) starred_actors]--> The Armstrong Lie
Path (Raw):       Lance Armstrong --[(INV) starred_actors]--> The Armstrong Lie --[starred_actors]--> Lance Armstrong --[(INV) starred_actors]--> The Armstrong Lie
Neg LogProb(↓):   0.000059
Path Entropy(↓):  0.000630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by $ actors
Start Entity:     $
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   $ --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[in_language]--> English
Path (Raw):       $ --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[in_language]--> English
Neg LogProb(↓):   0.093620
Path Entropy(↓):  0.301092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the natural were in which languages
Start Entity:     The Natural
Gold Answer:      [['French', 'Dutch', 'English', 'Crow', 'Japanese', 'Russian', 'German']]
Predicted Ans:    French
Predicted Path:   The Natural --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       The Natural --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   2.203670
Path Entropy(↓):  0.709993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of unlawful entry
Start Entity:     Unlawful Entry
Gold Answer:      [['Escape from New York', 'Executive Decision', 'Cop Land', '3000 Miles to Graceland', 'The Deadly Tower', 'China Moon', 'Field of Dreams', 'Tequila Sunrise', 'Touchback', 'Grindhouse', 'Dominick and Eugene', 'Backdraft', 'The Thing', 'The Two Jakes', 'The Last of the Mohicans', 'Soldier', 'Operation Dumbo Drop', 'The Mean Season', 'Goodfellas', 'Worth Winning', 'Big Trouble in Little China', 'Stakeout', 'Breakdown', 'A Rumor of Angels', 'Article 99', 'The Fox and the Hound', 'The Iceman', 'Tombstone', 'Slow Burn', 'Forever Mine', 'Captain Ron', "Now You See Him, Now You Don't", 'Revenge', 'Identity', 'Crazy on the Outside', 'Phoenix', 'The Computer Wore Tennis Shoes', 'Impostor', "The Devil's in the Details", 'Bad Girls', 'Superdad', 'Vanilla Sky', 'No Escape', 'Poseidon', 'Escape from L.A.', 'Octane', 'Swing Shift', 'Unforgettable', 'Closet Land', 'The River Murders', 'Heartbreakers', 'Blink', 'The Barefoot Executive', 'Avenging Angelo', 'Revolver', 'Elvis', 'The Art of the Steal', 'Dark Blue', 'The Nativity', 'The Strongest Man in the World', 'Death Proof', 'Observe and Report', 'Stargate', "Smokin' Aces", 'Sky High', 'Turbulence', 'The Proposition', 'Used Cars', 'Overboard', 'Hero Wanted', 'The Best of Times']]
Predicted Ans:    Operation Dumbo Drop
Predicted Path:   Unlawful Entry --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop
Path (Raw):       Unlawful Entry --[starred_actors]--> Ray Liotta --[No Operation]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop
Neg LogProb(↓):   0.053475
Path Entropy(↓):  0.263418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by mia wasikowska
Start Entity:     Mia Wasikowska
Gold Answer:      [['1970', '2000', '1933', '1951', '2010', '1996', '1985', '1999', '2014', '2011', '2013', '1943']]
Predicted Ans:    2014
Predicted Path:   Mia Wasikowska --[(INV) starred_actors]--> Maps to the Stars --[release_year]--> 2014
Path (Raw):       Mia Wasikowska --[No Operation]--> Mia Wasikowska --[(INV) starred_actors]--> Maps to the Stars --[release_year]--> 2014
Neg LogProb(↓):   0.649684
Path Entropy(↓):  1.447591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the maze also appears in which films
Start Entity:     The Maze
Gold Answer:      [['It Came from Outer Space', 'The Valley of Gwangi', 'The Magnetic Monster', 'Creature from the Black Lagoon', "King Solomon's Mines", 'Tormented', 'The Affairs of Martha', 'Bengazi']]
Predicted Ans:    King Solomon's Mines
Predicted Path:   The Maze --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> King Solomon's Mines
Path (Raw):       The Maze --[starred_actors]--> Richard Carlson --[No Operation]--> Richard Carlson --[(INV) starred_actors]--> King Solomon's Mines
Neg LogProb(↓):   0.570127
Path Entropy(↓):  1.208211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote two arabian knights
Start Entity:     Two Arabian Knights
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Two Arabian Knights --[written_by]--> Wallace Smith --[(INV) written_by]--> Two Arabian Knights --[has_genre]--> Comedy
Path (Raw):       Two Arabian Knights --[written_by]--> Wallace Smith --[(INV) written_by]--> Two Arabian Knights --[has_genre]--> Comedy
Neg LogProb(↓):   1.068396
Path Entropy(↓):  0.746634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with john conor brooke
Start Entity:     John Conor Brooke
Gold Answer:      [['Michael Nathanson', 'Emilea Wilson']]
Predicted Ans:    John Conor Brooke
Predicted Path:   John Conor Brooke --[(INV) starred_actors]--> Time Freak --[starred_actors]--> John Conor Brooke
Path (Raw):       John Conor Brooke --[No Operation]--> John Conor Brooke --[(INV) starred_actors]--> Time Freak --[starred_actors]--> John Conor Brooke
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.002853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movies written by ben best
Start Entity:     Ben Best
Gold Answer:      [['David Gordon Green']]
Predicted Ans:    David Gordon Green
Predicted Path:   Ben Best --[(INV) written_by]--> Your Highness --[directed_by]--> David Gordon Green
Path (Raw):       Ben Best --[No Operation]--> Ben Best --[(INV) written_by]--> Your Highness --[directed_by]--> David Gordon Green
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by nina paley released
Start Entity:     Nina Paley
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Nina Paley --[(INV) written_by]--> Sita Sings the Blues --[release_year]--> 2008
Path (Raw):       Nina Paley --[No Operation]--> Nina Paley --[(INV) written_by]--> Sita Sings the Blues --[release_year]--> 2008
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of city for conquest was
Start Entity:     City for Conquest
Gold Answer:      [['Anatole Litvak']]
Predicted Ans:    Anatole Litvak
Predicted Path:   City for Conquest --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> The Snake Pit --[directed_by]--> Anatole Litvak
Path (Raw):       City for Conquest --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> The Snake Pit --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   0.098513
Path Entropy(↓):  0.401703
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the mummy returns
Start Entity:     The Mummy Returns
Gold Answer:      [['1995', '1998', '1959', '1993', '2004', '1999', '1932', '2013']]
Predicted Ans:    1998
Predicted Path:   The Mummy Returns --[written_by]--> Stephen Sommers --[(INV) written_by]--> Deep Rising --[release_year]--> 1998
Path (Raw):       The Mummy Returns --[written_by]--> Stephen Sommers --[(INV) written_by]--> Deep Rising --[release_year]--> 1998
Neg LogProb(↓):   0.545235
Path Entropy(↓):  1.191042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the station agent director
Start Entity:     The Station Agent
Gold Answer:      [['Giulio Paradisi', 'Ovidio G. Assonitis', 'Paul Sado', 'Joe Tiboni', 'Thomas McCarthy']]
Predicted Ans:    Thomas McCarthy
Predicted Path:   The Station Agent --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> The Visitor --[written_by]--> Thomas McCarthy
Path (Raw):       The Station Agent --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> The Visitor --[written_by]--> Thomas McCarthy
Neg LogProb(↓):   0.017926
Path Entropy(↓):  0.106596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by robots actors release
Start Entity:     Robots
Gold Answer:      [['1995', '1998', '1997', '2001', '2003', '1992', '1993', '2004', '1996', '2002', '2012', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Robots --[starred_actors]--> Halle Berry --[(INV) starred_actors]--> Things We Lost in the Fire --[release_year]--> 2007
Path (Raw):       Robots --[starred_actors]--> Halle Berry --[(INV) starred_actors]--> Things We Lost in the Fire --[release_year]--> 2007
Neg LogProb(↓):   0.561157
Path Entropy(↓):  1.114197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of judd hirsch acted films
Start Entity:     Judd Hirsch
Gold Answer:      [['Sidney Lumet', 'Robert Redford', 'Arthur Hiller']]
Predicted Ans:    Robert Redford
Predicted Path:   Judd Hirsch --[(INV) starred_actors]--> Ordinary People --[directed_by]--> Robert Redford
Path (Raw):       Judd Hirsch --[No Operation]--> Judd Hirsch --[(INV) starred_actors]--> Ordinary People --[directed_by]--> Robert Redford
Neg LogProb(↓):   0.008877
Path Entropy(↓):  0.056705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of a delicate balance
Start Entity:     A Delicate Balance
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'History']]
Predicted Ans:    Drama
Predicted Path:   A Delicate Balance --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Look Back in Anger --[has_genre]--> Drama
Path (Raw):       A Delicate Balance --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Look Back in Anger --[has_genre]--> Drama
Neg LogProb(↓):   0.424081
Path Entropy(↓):  1.101622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by austin bunn
Start Entity:     Austin Bunn
Gold Answer:      [['Björne Larson', 'John Krokidas']]
Predicted Ans:    John Krokidas
Predicted Path:   Austin Bunn --[(INV) written_by]--> Kill Your Darlings --[directed_by]--> John Krokidas
Path (Raw):       Austin Bunn --[No Operation]--> Austin Bunn --[(INV) written_by]--> Kill Your Darlings --[directed_by]--> John Krokidas
Neg LogProb(↓):   0.108679
Path Entropy(↓):  0.331585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in gun fury
Start Entity:     Gun Fury
Gold Answer:      [['Donna Reed', 'Philip Carey', 'Rock Hudson']]
Predicted Ans:    Donna Reed
Predicted Path:   Gun Fury --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> The Benny Goodman Story --[starred_actors]--> Donna Reed
Path (Raw):       Gun Fury --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> The Benny Goodman Story --[starred_actors]--> Donna Reed
Neg LogProb(↓):   0.435020
Path Entropy(↓):  0.660351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by dana brown released
Start Entity:     Dana Brown
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Dana Brown --[(INV) directed_by]--> Dust to Glory --[release_year]--> 2005
Path (Raw):       Dana Brown --[No Operation]--> Dana Brown --[(INV) directed_by]--> Dust to Glory --[release_year]--> 2005
Neg LogProb(↓):   0.003519
Path Entropy(↓):  0.023358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of dark blue
Start Entity:     Dark Blue
Gold Answer:      [['Escape from New York', 'Executive Decision', '3000 Miles to Graceland', 'The Deadly Tower', 'Tequila Sunrise', 'Touchback', 'Grindhouse', 'Backdraft', 'The Thing', 'Soldier', 'The Mean Season', 'Big Trouble in Little China', 'Breakdown', 'The Fox and the Hound', 'Death Proof', 'Tombstone', 'Captain Ron', "Now You See Him, Now You Don't", 'The Computer Wore Tennis Shoes', 'Superdad', 'Vanilla Sky', 'Poseidon', 'Escape from L.A.', 'Swing Shift', 'Unlawful Entry', 'The Barefoot Executive', 'Elvis', 'The Art of the Steal', 'The Strongest Man in the World', 'Stargate', 'Sky High', 'Used Cars', 'Overboard', 'The Best of Times']]
Predicted Ans:    Grindhouse
Predicted Path:   Dark Blue --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse
Path (Raw):       Dark Blue --[starred_actors]--> Kurt Russell --[No Operation]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse
Neg LogProb(↓):   0.719334
Path Entropy(↓):  1.207446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by maurice walsh were in which languages
Start Entity:     Maurice Walsh
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   Maurice Walsh --[(INV) written_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Maurice Walsh --[No Operation]--> Maurice Walsh --[(INV) written_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.003800
Path Entropy(↓):  0.024930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the tenant
Start Entity:     The Tenant
Gold Answer:      [['1968', '1988', '1948', '1971', '1992', '1989', '2010', '1973', '1965', '1999', '1967', '1979', '2002', '1986', '2011', '2013']]
Predicted Ans:    1999
Predicted Path:   The Tenant --[written_by]--> Roman Polanski --[(INV) written_by]--> The Ninth Gate --[release_year]--> 1999
Path (Raw):       The Tenant --[written_by]--> Roman Polanski --[(INV) written_by]--> The Ninth Gate --[release_year]--> 1999
Neg LogProb(↓):   0.766361
Path Entropy(↓):  1.439872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed angel baby
Start Entity:     Angel Baby
Gold Answer:      [['Michael Rymer']]
Predicted Ans:    Michael Rymer
Predicted Path:   Angel Baby --[directed_by]--> Michael Rymer --[(INV) directed_by]--> In Too Deep --[directed_by]--> Michael Rymer
Path (Raw):       Angel Baby --[directed_by]--> Michael Rymer --[(INV) directed_by]--> In Too Deep --[directed_by]--> Michael Rymer
Neg LogProb(↓):   0.583089
Path Entropy(↓):  0.686364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by sandeep srivastava
Start Entity:     Sandeep Srivastava
Gold Answer:      [['Kabir Khan']]
Predicted Ans:    Kabir Khan
Predicted Path:   Sandeep Srivastava --[(INV) written_by]--> New York --[directed_by]--> Kabir Khan
Path (Raw):       Sandeep Srivastava --[No Operation]--> Sandeep Srivastava --[(INV) written_by]--> New York --[directed_by]--> Kabir Khan
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by twin dragons actors release
Start Entity:     Twin Dragons
Gold Answer:      [['1980', '2008', '2003', '1993', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1983', '1995', '2001', '1990', '2002', '2011', '1988', '1978', '2000', '1997', '2005', '1999', '1986']]
Predicted Ans:    1998
Predicted Path:   Twin Dragons --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Who Am I? --[release_year]--> 1998
Path (Raw):       Twin Dragons --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Who Am I? --[release_year]--> 1998
Neg LogProb(↓):   0.886347
Path Entropy(↓):  1.422919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie a knight's tale
Start Entity:     A Knight's Tale
Gold Answer:      [['1970', '2008', '2003', '2006', '2015', '2007', '1968', '1998', '2009', '2010', '2004', '1994', '2014', '2001', '2002', '2012', '2011', '2000', '1950', '2005', '1999']]
Predicted Ans:    2001
Predicted Path:   A Knight's Tale --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[release_year]--> 2001
Path (Raw):       A Knight's Tale --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[release_year]--> 2001
Neg LogProb(↓):   1.211719
Path Entropy(↓):  2.407402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ilona massey is a co - star of who
Start Entity:     Ilona Massey
Gold Answer:      [['Jon Hall', 'Peter Lorre', 'Cedric Hardwicke', 'Harpo Marx', 'Chico Marx']]
Predicted Ans:    Peter Lorre
Predicted Path:   Ilona Massey --[(INV) starred_actors]--> Invisible Agent --[starred_actors]--> Peter Lorre
Path (Raw):       Ilona Massey --[No Operation]--> Ilona Massey --[(INV) starred_actors]--> Invisible Agent --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.032203
Path Entropy(↓):  0.144081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor verree teasdale appeared in the same movie with who
Start Entity:     Verree Teasdale
Gold Answer:      [['Harold Lloyd', 'Paul Frankeur', 'Adolphe Menjou', 'Laurent Terzieff']]
Predicted Ans:    Adolphe Menjou
Predicted Path:   Verree Teasdale --[(INV) starred_actors]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Path (Raw):       Verree Teasdale --[No Operation]--> Verree Teasdale --[(INV) starred_actors]--> The Milky Way --[starred_actors]--> Adolphe Menjou
Neg LogProb(↓):   0.585682
Path Entropy(↓):  1.040119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in ponette
Start Entity:     Ponette
Gold Answer:      [['Victoire Thivisol']]
Predicted Ans:    Victoire Thivisol
Predicted Path:   Ponette --[starred_actors]--> Victoire Thivisol --[(INV) starred_actors]--> Ponette --[starred_actors]--> Victoire Thivisol
Path (Raw):       Ponette --[starred_actors]--> Victoire Thivisol --[(INV) starred_actors]--> Ponette --[starred_actors]--> Victoire Thivisol
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film cinderfella
Start Entity:     Cinderfella
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cinderfella --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Cinderfella --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.350079
Path Entropy(↓):  4.481254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about frank sinatra
Start Entity:     frank sinatra
Gold Answer:      [['High Society', "Von Ryan's Express", 'The Man with the Golden Arm', 'The Tender Trap', 'Pal Joey', 'Some Came Running', 'On the Town', 'Guys and Dolls', 'The Manchurian Candidate', "Ocean's 11", 'From Here to Eternity', 'Anchors Aweigh']]
Predicted Ans:    Von Ryan's Express
Predicted Path:   frank sinatra --[(INV) has_tags]--> Von Ryan's Express --[has_tags]--> trevor howard --[(INV) has_tags]--> Von Ryan's Express
Path (Raw):       frank sinatra --[(INV) has_tags]--> Von Ryan's Express --[has_tags]--> trevor howard --[(INV) has_tags]--> Von Ryan's Express
Neg LogProb(↓):   0.999636
Path Entropy(↓):  1.565271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the paper chase
Start Entity:     The Paper Chase
Gold Answer:      [['Jack Lemmon', 'Debra Winger', 'Clint Eastwood', 'Mark Keyloun', 'Scott Brady', 'Michael Douglas', 'Jane Fonda']]
Predicted Ans:    Debra Winger
Predicted Path:   The Paper Chase --[written_by]--> James Bridges --[(INV) written_by]--> Mike's Murder --[starred_actors]--> Debra Winger
Path (Raw):       The Paper Chase --[written_by]--> James Bridges --[(INV) written_by]--> Mike's Murder --[starred_actors]--> Debra Winger
Neg LogProb(↓):   0.015650
Path Entropy(↓):  0.086486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does joseph lawrence appear in
Start Entity:     Joseph Lawrence
Gold Answer:      [['Pulse']]
Predicted Ans:    Pulse
Predicted Path:   Joseph Lawrence --[(INV) starred_actors]--> Pulse --[starred_actors]--> Joseph Lawrence --[(INV) starred_actors]--> Pulse
Path (Raw):       Joseph Lawrence --[(INV) starred_actors]--> Pulse --[starred_actors]--> Joseph Lawrence --[(INV) starred_actors]--> Pulse
Neg LogProb(↓):   0.116378
Path Entropy(↓):  0.346282
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in pretty poison
Start Entity:     Pretty Poison
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Pretty Poison --[starred_actors]--> Anthony Perkins --[(INV) starred_actors]--> Remember My Name --[has_genre]--> Drama
Path (Raw):       Pretty Poison --[starred_actors]--> Anthony Perkins --[(INV) starred_actors]--> Remember My Name --[has_genre]--> Drama
Neg LogProb(↓):   1.475014
Path Entropy(↓):  2.444770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of ruby also directed which movies
Start Entity:     Ruby
Gold Answer:      [['The Last of the Finest', 'Deadly Voyage']]
Predicted Ans:    Ruby
Predicted Path:   Ruby --[directed_by]--> John Mackenzie --[(INV) directed_by]--> Ruby
Path (Raw):       Ruby --[directed_by]--> John Mackenzie --[(INV) directed_by]--> Ruby --[No Operation]--> Ruby
Neg LogProb(↓):   0.096207
Path Entropy(↓):  0.319265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genre is they bite in
Start Entity:     They Bite
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   They Bite --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       They Bite --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.561224
Path Entropy(↓):  3.789759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in mr. pip
Start Entity:     Mr. Pip
Gold Answer:      [['Hugh Laurie']]
Predicted Ans:    Hugh Laurie
Predicted Path:   Mr. Pip --[written_by]--> Andrew Adamson --[(INV) written_by]--> Mr. Pip --[starred_actors]--> Hugh Laurie
Path (Raw):       Mr. Pip --[written_by]--> Andrew Adamson --[(INV) written_by]--> Mr. Pip --[starred_actors]--> Hugh Laurie
Neg LogProb(↓):   0.407280
Path Entropy(↓):  0.772423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by curtiss clayton starred who
Start Entity:     Curtiss Clayton
Gold Answer:      [['Bill Pullman', 'Aaron Stanford']]
Predicted Ans:    Aaron Stanford
Predicted Path:   Curtiss Clayton --[(INV) directed_by]--> Rick --[starred_actors]--> Aaron Stanford
Path (Raw):       Curtiss Clayton --[No Operation]--> Curtiss Clayton --[(INV) directed_by]--> Rick --[starred_actors]--> Aaron Stanford
Neg LogProb(↓):   0.507736
Path Entropy(↓):  0.672261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in hotel
Start Entity:     Hotel
Gold Answer:      [['Karl Malden', 'Catherine Spaak', 'Rod Taylor', 'Melvyn Douglas']]
Predicted Ans:    Melvyn Douglas
Predicted Path:   Hotel --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Theodora Goes Wild --[starred_actors]--> Melvyn Douglas
Path (Raw):       Hotel --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Theodora Goes Wild --[starred_actors]--> Melvyn Douglas
Neg LogProb(↓):   0.117336
Path Entropy(↓):  0.430607
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of white nights also directed which movies
Start Entity:     White Nights
Gold Answer:      [['An Officer and a Gentleman', 'Dolores Claiborne', 'Parker', 'The Idolmaker', 'Love Ranch', 'Against All Odds', 'Ray', "Everybody's All-American", 'Proof of Life']]
Predicted Ans:    Proof of Life
Predicted Path:   White Nights --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> Proof of Life
Path (Raw):       White Nights --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> Proof of Life --[No Operation]--> Proof of Life
Neg LogProb(↓):   0.482043
Path Entropy(↓):  1.040220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie it conquered the world released
Start Entity:     It Conquered the World
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   It Conquered the World --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Path (Raw):       It Conquered the World --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Neg LogProb(↓):   2.281128
Path Entropy(↓):  3.450735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by avi nesher
Start Entity:     Avi Nesher
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Avi Nesher --[(INV) directed_by]--> The Secrets --[has_genre]--> Drama
Path (Raw):       Avi Nesher --[No Operation]--> Avi Nesher --[(INV) directed_by]--> The Secrets --[has_genre]--> Drama
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of stitches
Start Entity:     Stitches
Gold Answer:      [['Eoin Whelan', 'Marian Araujo']]
Predicted Ans:    Eoin Whelan
Predicted Path:   Stitches --[directed_by]--> Conor McMahon --[(INV) directed_by]--> Dead Meat --[starred_actors]--> Eoin Whelan
Path (Raw):       Stitches --[directed_by]--> Conor McMahon --[(INV) directed_by]--> Dead Meat --[starred_actors]--> Eoin Whelan
Neg LogProb(↓):   0.007004
Path Entropy(↓):  0.041774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of charlie stratton written films
Start Entity:     Charlie Stratton
Gold Answer:      [['2009', '2013']]
Predicted Ans:    2009
Predicted Path:   Charlie Stratton --[(INV) written_by]--> Formosa Betrayed --[release_year]--> 2009
Path (Raw):       Charlie Stratton --[No Operation]--> Charlie Stratton --[(INV) written_by]--> Formosa Betrayed --[release_year]--> 2009
Neg LogProb(↓):   0.014465
Path Entropy(↓):  0.075212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The beast of yucca flats is a film written by this person
Start Entity:     The Beast of Yucca Flats
Gold Answer:      [['Coleman Francis']]
Predicted Ans:    Coleman Francis
Predicted Path:   The Beast of Yucca Flats --[written_by]--> Coleman Francis --[(INV) written_by]--> The Beast of Yucca Flats --[written_by]--> Coleman Francis
Path (Raw):       The Beast of Yucca Flats --[written_by]--> Coleman Francis --[(INV) written_by]--> The Beast of Yucca Flats --[written_by]--> Coleman Francis
Neg LogProb(↓):   0.000184
Path Entropy(↓):  0.001771
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote sex drive
Start Entity:     Sex Drive
Gold Answer:      [['Alice Eve', 'Jay Baruchel']]
Predicted Ans:    James Marsden
Predicted Path:   Sex Drive --[written_by]--> Sean Anders --[(INV) written_by]--> Sex Drive --[starred_actors]--> James Marsden
Path (Raw):       Sex Drive --[written_by]--> Sean Anders --[(INV) written_by]--> Sex Drive --[starred_actors]--> James Marsden
Neg LogProb(↓):   0.901760
Path Entropy(↓):  1.308838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by the rise of catherine the great screenwriters
Start Entity:     The Rise of Catherine the Great
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Rise of Catherine the Great --[written_by]--> Melchior Lengyel --[(INV) written_by]--> To Be or Not to Be --[has_genre]--> Comedy
Path (Raw):       The Rise of Catherine the Great --[written_by]--> Melchior Lengyel --[(INV) written_by]--> To Be or Not to Be --[has_genre]--> Comedy
Neg LogProb(↓):   1.414244
Path Entropy(↓):  1.538262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the evil that men do director release
Start Entity:     The Evil That Men Do
Gold Answer:      [['1959', '1985', '1974', '1963', '2004', '1973', '1983', '1976', '1972', '1981', '1961', '1955', '1986', '1962', '1988', '1964', '1975', '1966', '1950', '1991', '1969', '1937', '1958']]
Predicted Ans:    1986
Predicted Path:   The Evil That Men Do --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> Firewalker --[release_year]--> 1986
Path (Raw):       The Evil That Men Do --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> Firewalker --[release_year]--> 1986
Neg LogProb(↓):   1.647178
Path Entropy(↓):  1.917587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by simon brand in
Start Entity:     Simon Brand
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Simon Brand --[(INV) directed_by]--> Unknown --[has_genre]--> Thriller
Path (Raw):       Simon Brand --[No Operation]--> Simon Brand --[(INV) directed_by]--> Unknown --[has_genre]--> Thriller
Neg LogProb(↓):   0.075963
Path Entropy(↓):  0.262184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of afterglow
Start Entity:     Afterglow
Gold Answer:      [['Lesley Ann Warren', 'Jennifer Jason Leigh', 'Geraldine Chaplin', 'Anne Archer', 'Anthony Perkins', 'Lara Flynn Boyle', 'Nick Nolte', 'Meat Loaf', 'Eric Roberts', 'Frank Bonner', 'Barbara Hewitt', 'Edward Connell', 'Tom Berenger', 'Arnold Vosloo', 'Emily Watson', 'Kris Kristofferson', 'Elizabeth Perkins', 'Lori Singer', 'Linda Fiorentino', 'Fred Ward', 'Matthew Modine', 'Keith Carradine', 'Geneviève Bujold']]
Predicted Ans:    Keith Carradine
Predicted Path:   Afterglow --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Path (Raw):       Afterglow --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.005362
Path Entropy(↓):  0.036460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the milky way
Start Entity:     The Milky Way
Gold Answer:      [['1969']]
Predicted Ans:    1936
Predicted Path:   The Milky Way --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Path (Raw):       The Milky Way --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Neg LogProb(↓):   2.231872
Path Entropy(↓):  3.295435
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by preston sturges
Start Entity:     Preston Sturges
Gold Answer:      [['Rouben Mamoulian', 'Frank Lloyd', 'William Wyler', 'Mitchell Leisen', 'Howard Zieff']]
Predicted Ans:    Preston Sturges
Predicted Path:   Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Path (Raw):       Preston Sturges --[No Operation]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Neg LogProb(↓):   0.054765
Path Entropy(↓):  0.258392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the film hell's hinges
Start Entity:     Hell's Hinges
Gold Answer:      [['William S. Hart', 'Clifford Smith', 'Charles Swickard']]
Predicted Ans:    Clifford Smith
Predicted Path:   Hell's Hinges --[directed_by]--> Clifford Smith --[(INV) directed_by]--> Hell's Hinges --[directed_by]--> Clifford Smith
Path (Raw):       Hell's Hinges --[directed_by]--> Clifford Smith --[(INV) directed_by]--> Hell's Hinges --[directed_by]--> Clifford Smith
Neg LogProb(↓):   0.080820
Path Entropy(↓):  0.367610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film flubber were released in which years
Start Entity:     Flubber
Gold Answer:      [['1972', '2001', '1992', '2005', '1999', '1994', '1947']]
Predicted Ans:    1997
Predicted Path:   Flubber --[directed_by]--> Les Mayfield --[(INV) directed_by]--> Flubber --[release_year]--> 1997
Path (Raw):       Flubber --[directed_by]--> Les Mayfield --[(INV) directed_by]--> Flubber --[release_year]--> 1997
Neg LogProb(↓):   0.655294
Path Entropy(↓):  0.875397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of crime of passion
Start Entity:     Crime of Passion
Gold Answer:      [['A Kiss Before Dying']]
Predicted Ans:    A Kiss Before Dying
Predicted Path:   Crime of Passion --[directed_by]--> Gerd Oswald --[(INV) directed_by]--> A Kiss Before Dying
Path (Raw):       Crime of Passion --[No Operation]--> Crime of Passion --[directed_by]--> Gerd Oswald --[(INV) directed_by]--> A Kiss Before Dying
Neg LogProb(↓):   0.021608
Path Entropy(↓):  0.106342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the wave
Start Entity:     The Wave
Gold Answer:      [['Dennis Gansel']]
Predicted Ans:    Dennis Gansel
Predicted Path:   The Wave --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[directed_by]--> Dennis Gansel
Path (Raw):       The Wave --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[directed_by]--> Dennis Gansel
Neg LogProb(↓):   0.488549
Path Entropy(↓):  1.331213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie open range were in which languages
Start Entity:     Open Range
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Open Range --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Path (Raw):       Open Range --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.127676
Path Entropy(↓):  0.375132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with seize the day fall under
Start Entity:     Seize the Day
Gold Answer:      [['Western']]
Predicted Ans:    Drama
Predicted Path:   Seize the Day --[directed_by]--> Fielder Cook --[(INV) directed_by]--> Seize the Day --[has_genre]--> Drama
Path (Raw):       Seize the Day --[directed_by]--> Fielder Cook --[(INV) directed_by]--> Seize the Day --[has_genre]--> Drama
Neg LogProb(↓):   0.004391
Path Entropy(↓):  0.032544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the film the machinist
Start Entity:     The Machinist
Gold Answer:      [['Scott Kosar']]
Predicted Ans:    Scott Kosar
Predicted Path:   The Machinist --[written_by]--> Scott Kosar --[(INV) written_by]--> The Machinist --[written_by]--> Scott Kosar
Path (Raw):       The Machinist --[written_by]--> Scott Kosar --[(INV) written_by]--> The Machinist --[written_by]--> Scott Kosar
Neg LogProb(↓):   0.109873
Path Entropy(↓):  0.333896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the adventures of milo and otis
Start Entity:     The Adventures of Milo and Otis
Gold Answer:      [['Masanori Hata']]
Predicted Ans:    Masanori Hata
Predicted Path:   The Adventures of Milo and Otis --[directed_by]--> Masanori Hata --[(INV) directed_by]--> The Adventures of Milo and Otis --[directed_by]--> Masanori Hata
Path (Raw):       The Adventures of Milo and Otis --[directed_by]--> Masanori Hata --[(INV) directed_by]--> The Adventures of Milo and Otis --[directed_by]--> Masanori Hata
Neg LogProb(↓):   0.000070
Path Entropy(↓):  0.000759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie why worry? are written by who
Start Entity:     Why Worry?
Gold Answer:      [['Howard Emmett Rogers', 'Ted Wilde', 'Grover Jones', 'Luis Buñuel', 'Lynn Root', 'Sam Taylor', 'Clarence Budington Kelland', 'Richard Connell', 'Frank Butler', 'Allen Covert', 'Nick Swardson', 'Hal Roach', 'Andrew Bergman', 'John Grey', 'Lex Neal', 'Tim Whelan', 'Harry Clork', 'Preston Sturges']]
Predicted Ans:    Frank Butler
Predicted Path:   Why Worry? --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[written_by]--> Frank Butler
Path (Raw):       Why Worry? --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[written_by]--> Frank Butler
Neg LogProb(↓):   0.736397
Path Entropy(↓):  1.546746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jim sturgess acted films
Start Entity:     Jim Sturgess
Gold Answer:      [['Philip Ridley', 'David Nicholls', 'Giuseppe Tornatore', 'Ben Mezrich', 'Julie Taymor', 'Edgar Allan Poe', 'Dick Clement', 'Ian La Frenais', 'Martin McGartland', 'Kari Skogland']]
Predicted Ans:    Martin McGartland
Predicted Path:   Jim Sturgess --[(INV) starred_actors]--> Fifty Dead Men Walking --[written_by]--> Martin McGartland
Path (Raw):       Jim Sturgess --[No Operation]--> Jim Sturgess --[(INV) starred_actors]--> Fifty Dead Men Walking --[written_by]--> Martin McGartland
Neg LogProb(↓):   0.091454
Path Entropy(↓):  0.366536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by judy greer were in which genres
Start Entity:     Judy Greer
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Judy Greer --[(INV) starred_actors]--> The Hebrew Hammer --[has_genre]--> Comedy
Path (Raw):       Judy Greer --[No Operation]--> Judy Greer --[(INV) starred_actors]--> The Hebrew Hammer --[has_genre]--> Comedy
Neg LogProb(↓):   0.012161
Path Entropy(↓):  0.065520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of my soul to take also directed which films
Start Entity:     My Soul to Take
Gold Answer:      [['The People Under the Stairs', 'Deadly Friend', 'The Serpent and the Rainbow', "Paris, je t'aime", 'Scream 3', 'Swamp Thing', 'The Hills Have Eyes Part II', 'Scream 2', 'The Hills Have Eyes', 'Deadly Blessing', 'Scream 4', 'Shocker', 'Red Eye', 'Vampire in Brooklyn', 'Scream', 'A Nightmare on Elm Street', 'Music of the Heart', 'Cursed', 'The Last House on the Left']]
Predicted Ans:    Deadly Blessing
Predicted Path:   My Soul to Take --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing
Path (Raw):       My Soul to Take --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[No Operation]--> Deadly Blessing
Neg LogProb(↓):   1.165980
Path Entropy(↓):  2.244703
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie fishtales were released in which years
Start Entity:     Fishtales
Gold Answer:      [['2003', '2005', '1989', '1993', '1996', '2006', '2013']]
Predicted Ans:    2007
Predicted Path:   Fishtales --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[release_year]--> 2007
Path (Raw):       Fishtales --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[release_year]--> 2007
Neg LogProb(↓):   0.019268
Path Entropy(↓):  0.114436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described with alison lohman
Start Entity:     alison lohman
Gold Answer:      [['White Oleander', 'The Big White', 'Matchstick Men', 'Where the Truth Lies', 'Drag Me to Hell']]
Predicted Ans:    Drag Me to Hell
Predicted Path:   alison lohman --[(INV) has_tags]--> Drag Me to Hell --[has_tags]--> curse --[(INV) has_tags]--> Drag Me to Hell
Path (Raw):       alison lohman --[(INV) has_tags]--> Drag Me to Hell --[has_tags]--> curse --[(INV) has_tags]--> Drag Me to Hell
Neg LogProb(↓):   0.008040
Path Entropy(↓):  0.056962
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by austin strong
Start Entity:     Austin Strong
Gold Answer:      [['Frank Borzage']]
Predicted Ans:    Frank Borzage
Predicted Path:   Austin Strong --[(INV) written_by]--> 7th Heaven --[directed_by]--> Frank Borzage
Path (Raw):       Austin Strong --[No Operation]--> Austin Strong --[(INV) written_by]--> 7th Heaven --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.000057
Path Entropy(↓):  0.000614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by dylan neal were in which genres
Start Entity:     Dylan Neal
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Dylan Neal --[(INV) starred_actors]--> The Traveler --[has_genre]--> Horror
Path (Raw):       Dylan Neal --[No Operation]--> Dylan Neal --[(INV) starred_actors]--> The Traveler --[has_genre]--> Horror
Neg LogProb(↓):   0.590092
Path Entropy(↓):  0.687246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of la grande bouffe also wrote which films
Start Entity:     La Grande Bouffe
Gold Answer:      [['Tales of Ordinary Madness', 'Dillinger Is Dead', 'Bye Bye Monkey']]
Predicted Ans:    Dillinger Is Dead
Predicted Path:   La Grande Bouffe --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead
Path (Raw):       La Grande Bouffe --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead --[No Operation]--> Dillinger Is Dead
Neg LogProb(↓):   0.012603
Path Entropy(↓):  0.074443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie battleground were in which genres
Start Entity:     Battleground
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'History']]
Predicted Ans:    Drama
Predicted Path:   Battleground --[written_by]--> Robert Pirosh --[(INV) written_by]--> Go for Broke! --[has_genre]--> Drama
Path (Raw):       Battleground --[written_by]--> Robert Pirosh --[(INV) written_by]--> Go for Broke! --[has_genre]--> Drama
Neg LogProb(↓):   0.197975
Path Entropy(↓):  0.638288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by james j. altieri
Start Entity:     James J. Altieri
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   James J. Altieri --[(INV) written_by]--> Darby's Rangers --[has_genre]--> War
Path (Raw):       James J. Altieri --[No Operation]--> James J. Altieri --[(INV) written_by]--> Darby's Rangers --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by rob mckittrick
Start Entity:     Rob McKittrick
Gold Answer:      [['Anna Faris', 'Adam Carolla', 'Ryan Reynolds', 'John Michael Higgins', 'Justin Long']]
Predicted Ans:    Anna Faris
Predicted Path:   Rob McKittrick --[(INV) written_by]--> Waiting... --[starred_actors]--> Anna Faris
Path (Raw):       Rob McKittrick --[No Operation]--> Rob McKittrick --[(INV) written_by]--> Waiting... --[starred_actors]--> Anna Faris
Neg LogProb(↓):   0.157844
Path Entropy(↓):  0.476869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by moshe mizrahi released
Start Entity:     Moshé Mizrahi
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Moshé Mizrahi --[(INV) written_by]--> Madame Rosa --[release_year]--> 1977
Path (Raw):       Moshé Mizrahi --[No Operation]--> Moshé Mizrahi --[(INV) written_by]--> Madame Rosa --[release_year]--> 1977
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for l'aventure, c'est l'aventure
Start Entity:     L'aventure, c'est l'aventure
Gold Answer:      [['Claude Lelouch']]
Predicted Ans:    Claude Lelouch
Predicted Path:   L'aventure, c'est l'aventure --[written_by]--> Claude Lelouch --[(INV) written_by]--> L'aventure, c'est l'aventure --[written_by]--> Claude Lelouch
Path (Raw):       L'aventure, c'est l'aventure --[written_by]--> Claude Lelouch --[(INV) written_by]--> L'aventure, c'est l'aventure --[written_by]--> Claude Lelouch
Neg LogProb(↓):   0.377953
Path Entropy(↓):  0.720947
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with sorry, wrong number fall under
Start Entity:     Sorry, Wrong Number
Gold Answer:      [['Documentary', 'Drama', 'Crime', 'War', 'Animation', 'Mystery', 'Romance']]
Predicted Ans:    War
Predicted Path:   Sorry, Wrong Number --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> Decision Before Dawn --[has_genre]--> War
Path (Raw):       Sorry, Wrong Number --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> Decision Before Dawn --[has_genre]--> War
Neg LogProb(↓):   0.193215
Path Entropy(↓):  0.699315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in turbulence
Start Entity:     Turbulence
Gold Answer:      [['Lauren Holly', 'Ray Liotta']]
Predicted Ans:    Michael Shannon
Predicted Path:   Turbulence --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> The Iceman --[starred_actors]--> Michael Shannon
Path (Raw):       Turbulence --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> The Iceman --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.579062
Path Entropy(↓):  1.447562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films written by jonathan kesselman
Start Entity:     Jonathan Kesselman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jonathan Kesselman --[(INV) written_by]--> The Hebrew Hammer --[has_genre]--> Comedy
Path (Raw):       Jonathan Kesselman --[No Operation]--> Jonathan Kesselman --[(INV) written_by]--> The Hebrew Hammer --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the lucky ones
Start Entity:     The Lucky Ones
Gold Answer:      [['2006', '2011', '2014', '2010']]
Predicted Ans:    2010
Predicted Path:   The Lucky Ones --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[release_year]--> 2010
Path (Raw):       The Lucky Ones --[directed_by]--> Neil Burger --[(INV) directed_by]--> The Illusionist --[release_year]--> 2010
Neg LogProb(↓):   0.217827
Path Entropy(↓):  0.546134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for twin falls idaho
Start Entity:     Twin Falls Idaho
Gold Answer:      [['Mark Polish', 'Michael Polish']]
Predicted Ans:    Mark Polish
Predicted Path:   Twin Falls Idaho --[written_by]--> Mark Polish --[(INV) written_by]--> Jackpot --[written_by]--> Mark Polish
Path (Raw):       Twin Falls Idaho --[written_by]--> Mark Polish --[(INV) written_by]--> Jackpot --[written_by]--> Mark Polish
Neg LogProb(↓):   0.058013
Path Entropy(↓):  0.219654
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film national treasure
Start Entity:     National Treasure
Gold Answer:      [['Paul F. Edwards', 'Caroline Thompson', 'Chantal Thomas', 'Jaco Van Dormael', 'Brian De Palma', 'Andrew Niccol', 'Nick Love', 'Paul Lalonde', 'John Patus', 'William Wharton', 'Didier Van Cauwelaert', 'Jerry B. Jenkins', "John O'Brien", 'Tim LaHaye', 'Eric Red', 'Chris Sanders', 'Tom Stoppard', 'John B. Keane', 'Roger Avary', 'Bernard Rose', 'George Gallo', 'Bart Freundlich', 'Eric Garcia', 'Todd Phillips', 'Jon Lucas', 'Scott Moore', 'Christopher Coppola', 'Nick Vallelonga', 'Charles Lederer', 'Eleazar Lipsky', 'Benoît Jacquot', 'Philip K. Dick', 'Larry Brown', 'Bragi F. Schut', 'Sally Potter', 'Tony Giglio', 'Joe Connelly', 'Tom Clancy', 'David Koepp', 'Terry Winsor', 'Sean Keller', 'Wim Wenders', 'Jim Agnew', 'Hugh Wilson', 'Anthony Shaffer', 'Anthony Peckham', 'Patrick Lussier', 'Andrew Klavan', 'Patrick Smith Kelly', 'James Hill', 'Zach Dean', 'Fred Cavayé', 'Andrew Bergman', 'Paul Schrader', 'Robert Zemeckis', 'Bob Gale', 'Leo Tolstoy', 'Craig Mazin', 'Hadi Hajaig', 'Jonas Bauer', 'Scott Walker', 'Scot Armstrong', 'Steve Conrad', 'Neil LaBute', 'Anna Sewell', 'Ben Hecht', 'John Patrick Shanley', 'Joseph Minion', 'John A. Davis', 'John Nickle', 'Antonio Macia', 'Jim Sheridan', 'Mike Figgis', 'Dario Poloni', 'Nick Thiel']]
Predicted Ans:    George Gallo
Predicted Path:   National Treasure --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[written_by]--> George Gallo
Path (Raw):       National Treasure --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[written_by]--> George Gallo
Neg LogProb(↓):   0.297063
Path Entropy(↓):  0.978945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the hidden face
Start Entity:     The Hidden Face
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Hidden Face --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Hidden Face --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.752054
Path Entropy(↓):  3.302733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed dogville
Start Entity:     Dogville
Gold Answer:      [['Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Dogville --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Dancer in the Dark --[directed_by]--> Lars von Trier
Path (Raw):       Dogville --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Dancer in the Dark --[directed_by]--> Lars von Trier
Neg LogProb(↓):   1.081123
Path Entropy(↓):  1.544228
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of popeye
Start Entity:     Popeye
Gold Answer:      [['Good Morning, Vietnam', 'The Birdcage', 'Flubber', 'Good Will Hunting', 'RV', 'Time Bandits', 'Suburban Commando', 'The Face of Love', 'Moscow on the Hudson', 'Dead Poets Society', 'The Shining', 'Bicentennial Man', 'The Big White', 'Patch Adams', "Fathers' Day", 'The Best of Times', 'House of D', 'One Hour Photo', "World's Greatest Dad", 'The World According to Garp', 'Cadillac Man', 'Hook', 'The Angriest Man in Brooklyn', 'License to Wed', 'Aladdin', 'The Final Cut', 'Being Human', 'Club Paradise', 'Jack', 'The Survivors', 'Seize the Day', '3 Women', 'Man of the Year', 'Old Dogs', 'Thieves Like Us', 'Jakob the Liar', 'Awakenings', 'Toys', 'Jumanji', 'What Dreams May Come', 'Mrs. Doubtfire', 'Death to Smoochy', 'The 4th Floor']]
Predicted Ans:    Good Morning, Vietnam
Predicted Path:   Popeye --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Path (Raw):       Popeye --[starred_actors]--> Robin Williams --[No Operation]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Neg LogProb(↓):   1.031619
Path Entropy(↓):  2.242735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of michael pattinson directed films
Start Entity:     Michael Pattinson
Gold Answer:      [['Jan Sardi']]
Predicted Ans:    Jan Sardi
Predicted Path:   Michael Pattinson --[(INV) directed_by]--> Moving Out --[written_by]--> Jan Sardi
Path (Raw):       Michael Pattinson --[No Operation]--> Michael Pattinson --[(INV) directed_by]--> Moving Out --[written_by]--> Jan Sardi
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was peter m. cohen the writer of
Start Entity:     Peter M. Cohen
Gold Answer:      [['Whipped']]
Predicted Ans:    Whipped
Predicted Path:   Peter M. Cohen --[(INV) written_by]--> Whipped --[written_by]--> Peter M. Cohen --[(INV) written_by]--> Whipped
Path (Raw):       Peter M. Cohen --[(INV) written_by]--> Whipped --[written_by]--> Peter M. Cohen --[(INV) written_by]--> Whipped
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by mystery train writers
Start Entity:     Mystery Train
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Path (Raw):       Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Neg LogProb(↓):   0.000451
Path Entropy(↓):  0.004052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by ricardo darin
Start Entity:     Ricardo Darín
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ricardo Darín --[(INV) starred_actors]--> Kamchatka --[has_genre]--> Drama
Path (Raw):       Ricardo Darín --[No Operation]--> Ricardo Darín --[(INV) starred_actors]--> Kamchatka --[has_genre]--> Drama
Neg LogProb(↓):   0.544944
Path Entropy(↓):  0.777845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was naked harbour released
Start Entity:     Naked Harbour
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Naked Harbour --[release_year]--> 2012 --[(INV) release_year]--> California Solo --[release_year]--> 2012
Path (Raw):       Naked Harbour --[release_year]--> 2012 --[(INV) release_year]--> California Solo --[release_year]--> 2012
Neg LogProb(↓):   2.897386
Path Entropy(↓):  3.994951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by jim fletcher
Start Entity:     Jim Fletcher
Gold Answer:      [['Linas Phillips']]
Predicted Ans:    Linas Phillips
Predicted Path:   Jim Fletcher --[(INV) starred_actors]--> Bass Ackwards --[directed_by]--> Linas Phillips
Path (Raw):       Jim Fletcher --[No Operation]--> Jim Fletcher --[(INV) starred_actors]--> Bass Ackwards --[directed_by]--> Linas Phillips
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed blast of silence
Start Entity:     Blast of Silence
Gold Answer:      [['Allen Baron']]
Predicted Ans:    Allen Baron
Predicted Path:   Blast of Silence --[directed_by]--> Allen Baron --[(INV) directed_by]--> Blast of Silence --[directed_by]--> Allen Baron
Path (Raw):       Blast of Silence --[directed_by]--> Allen Baron --[(INV) directed_by]--> Blast of Silence --[directed_by]--> Allen Baron
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of red line 7000
Start Entity:     Red Line 7000
Gold Answer:      [["Brian's Song", 'Games', 'Gardens of Stone', 'The Program', 'Submarine X-1', 'Harry and Walter Go to New York', 'The Godfather', 'Middle Men', 'Countdown', 'The Gambler', 'Thief', 'The Yards', 'Comes a Horseman', 'The Killer Elite', 'Honeymoon in Vegas', 'Bulletproof', 'El Dorado', 'The Rain People', 'Lady in a Cage', 'Freebie and the Bean', 'A Boy Called Hate', 'Cloudy with a Chance of Meatballs 2', 'Funny Lady', 'The Outsider', 'Hide in Plain Sight', 'Eraser', 'Alien Nation', 'Cloudy with a Chance of Meatballs', 'Cinderella Liberty', 'Kiss Me Goodbye', 'Small Apartments', 'Slither', 'Elf', 'Misery', 'For the Boys']]
Predicted Ans:    The Godfather
Predicted Path:   Red Line 7000 --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather
Path (Raw):       Red Line 7000 --[starred_actors]--> James Caan --[No Operation]--> James Caan --[(INV) starred_actors]--> The Godfather
Neg LogProb(↓):   0.119348
Path Entropy(↓):  0.532418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of afterglow also starred in which films
Start Entity:     Afterglow
Gold Answer:      [['Blue Chips', 'Cannery Row', 'Heaven Can Wait', 'The Thin Red Line', 'Farewell to the King', 'Hackers', 'Under Fire', "Who'll Stop the Rain", 'The Spiderwick Chronicles', 'Extreme Prejudice', 'Land of the Blind', 'Threesome', 'Teachers', 'Darling', 'Everybody Wins', 'The Beautiful Country', 'Demon Seed', 'Away from Her', 'Simpatico', 'Equinox', 'The Escapist', 'The Flying Scotsman', "Don't Look Now", 'The Good Thief', 'Men in Black II', 'I Love Trouble', 'Chicago 10', 'Neverwas', 'Trixie', 'Warrior', 'Cape Fear', 'North Dallas Forty', 'Fahrenheit 451', 'Weeds', '48 Hrs.', 'Dracula 2000', 'Endgame', 'Doctor Zhivago', 'Three Fugitives', 'Down and Out in Beverly Hills', 'The Deep', 'Trainspotting', 'Petulia', 'The Go-Between', 'The Temp', 'Young Cassidy', 'Another 48 Hrs.', 'Northfork', 'Clean', 'Mother Night', 'Affliction', 'Mulholland Falls', 'The Mysteries of Pittsburgh', 'Off the Black', 'Shampoo', 'The Prince of Tides', 'Far from the Madding Crowd']]
Predicted Ans:    Young Cassidy
Predicted Path:   Afterglow --[starred_actors]--> Julie Christie --[(INV) starred_actors]--> Young Cassidy
Path (Raw):       Afterglow --[starred_actors]--> Julie Christie --[No Operation]--> Julie Christie --[(INV) starred_actors]--> Young Cassidy
Neg LogProb(↓):   0.708514
Path Entropy(↓):  1.395718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by norton juster in
Start Entity:     Norton Juster
Gold Answer:      [['Adventure', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   Norton Juster --[(INV) written_by]--> The Phantom Tollbooth --[has_genre]--> Adventure
Path (Raw):       Norton Juster --[No Operation]--> Norton Juster --[(INV) written_by]--> The Phantom Tollbooth --[has_genre]--> Adventure
Neg LogProb(↓):   0.109048
Path Entropy(↓):  0.332301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by jay baruchel in
Start Entity:     Jay Baruchel
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Jay Baruchel --[(INV) starred_actors]--> Fanboys --[has_genre]--> Comedy
Path (Raw):       Jay Baruchel --[No Operation]--> Jay Baruchel --[(INV) starred_actors]--> Fanboys --[has_genre]--> Comedy
Neg LogProb(↓):   0.063457
Path Entropy(↓):  0.315347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie tigerland
Start Entity:     Tigerland
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Tigerland --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Tigerland --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.517367
Path Entropy(↓):  4.660140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
David macdonald was the director on which movies
Start Entity:     David MacDonald
Gold Answer:      [['Devil Girl from Mars']]
Predicted Ans:    Devil Girl from Mars
Predicted Path:   David MacDonald --[(INV) directed_by]--> Devil Girl from Mars --[directed_by]--> David MacDonald --[(INV) directed_by]--> Devil Girl from Mars
Path (Raw):       David MacDonald --[(INV) directed_by]--> Devil Girl from Mars --[directed_by]--> David MacDonald --[(INV) directed_by]--> Devil Girl from Mars
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of zero dark thirty
Start Entity:     Zero Dark Thirty
Gold Answer:      [['Kathryn Bigelow']]
Predicted Ans:    Kathryn Bigelow
Predicted Path:   Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> The Hurt Locker --[directed_by]--> Kathryn Bigelow
Path (Raw):       Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> The Hurt Locker --[directed_by]--> Kathryn Bigelow
Neg LogProb(↓):   0.031743
Path Entropy(↓):  0.158499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by victor salva released
Start Entity:     Victor Salva
Gold Answer:      [['1995', '2001', '1989', '2006', '2014', '2011']]
Predicted Ans:    1989
Predicted Path:   Victor Salva --[(INV) directed_by]--> Clownhouse --[release_year]--> 1989
Path (Raw):       Victor Salva --[No Operation]--> Victor Salva --[(INV) directed_by]--> Clownhouse --[release_year]--> 1989
Neg LogProb(↓):   1.156492
Path Entropy(↓):  1.641014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of underdog
Start Entity:     Underdog
Gold Answer:      [['2005']]
Predicted Ans:    2007
Predicted Path:   Underdog --[directed_by]--> Frederik Du Chau --[(INV) directed_by]--> Underdog --[release_year]--> 2007
Path (Raw):       Underdog --[directed_by]--> Frederik Du Chau --[(INV) directed_by]--> Underdog --[release_year]--> 2007
Neg LogProb(↓):   0.354744
Path Entropy(↓):  0.609713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies starred by the enemy below actors
Start Entity:     The Enemy Below
Gold Answer:      [['Swedish', 'English', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   The Enemy Below --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Path (Raw):       The Enemy Below --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   0.315617
Path Entropy(↓):  0.596537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by lowell cunningham release
Start Entity:     Lowell Cunningham
Gold Answer:      [['2012', '1997', '2002']]
Predicted Ans:    Men in Black II
Predicted Path:   Lowell Cunningham --[(INV) written_by]--> Men in Black --[written_by]--> Lowell Cunningham --[(INV) written_by]--> Men in Black II
Path (Raw):       Lowell Cunningham --[(INV) written_by]--> Men in Black --[written_by]--> Lowell Cunningham --[(INV) written_by]--> Men in Black II
Neg LogProb(↓):   0.687274
Path Entropy(↓):  1.387306
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does bug hall appear in
Start Entity:     Bug Hall
Gold Answer:      [['Honey, We Shrunk Ourselves']]
Predicted Ans:    Honey, We Shrunk Ourselves
Predicted Path:   Bug Hall --[(INV) starred_actors]--> Honey, We Shrunk Ourselves --[starred_actors]--> Bug Hall --[(INV) starred_actors]--> Honey, We Shrunk Ourselves
Path (Raw):       Bug Hall --[(INV) starred_actors]--> Honey, We Shrunk Ourselves --[starred_actors]--> Bug Hall --[(INV) starred_actors]--> Honey, We Shrunk Ourselves
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of price check
Start Entity:     Price Check
Gold Answer:      [['Michael Walker']]
Predicted Ans:    Michael Walker
Predicted Path:   Price Check --[written_by]--> Michael Walker --[(INV) written_by]--> Chasing Sleep --[directed_by]--> Michael Walker
Path (Raw):       Price Check --[written_by]--> Michael Walker --[(INV) written_by]--> Chasing Sleep --[directed_by]--> Michael Walker
Neg LogProb(↓):   0.019106
Path Entropy(↓):  0.093827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of david farrar starred movies
Start Entity:     David Farrar
Gold Answer:      [['Emeric Pressburger', 'John Farrow', 'Michael Powell']]
Predicted Ans:    John Farrow
Predicted Path:   David Farrar --[(INV) starred_actors]--> The Sea Chase --[directed_by]--> John Farrow
Path (Raw):       David Farrar --[No Operation]--> David Farrar --[(INV) starred_actors]--> The Sea Chase --[directed_by]--> John Farrow
Neg LogProb(↓):   0.004359
Path Entropy(↓):  0.028139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was marcel moussy the writer of
Start Entity:     Marcel Moussy
Gold Answer:      [['The 400 Blows']]
Predicted Ans:    The 400 Blows
Predicted Path:   Marcel Moussy --[(INV) written_by]--> The 400 Blows --[written_by]--> Marcel Moussy --[(INV) written_by]--> The 400 Blows
Path (Raw):       Marcel Moussy --[(INV) written_by]--> The 400 Blows --[written_by]--> Marcel Moussy --[(INV) written_by]--> The 400 Blows
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor conrad janis starred together with who
Start Entity:     Conrad Janis
Gold Answer:      [['Don Stroud', 'Charles Martin Smith', 'Nancy Guild', 'George Montgomery', 'Gary Busey']]
Predicted Ans:    George Montgomery
Predicted Path:   Conrad Janis --[(INV) starred_actors]--> The Brasher Doubloon --[starred_actors]--> George Montgomery
Path (Raw):       Conrad Janis --[No Operation]--> Conrad Janis --[(INV) starred_actors]--> The Brasher Doubloon --[starred_actors]--> George Montgomery
Neg LogProb(↓):   0.215048
Path Entropy(↓):  0.492329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was olivier van hoofstadt the writer of
Start Entity:     Olivier Van Hoofstadt
Gold Answer:      [['Dikkenek']]
Predicted Ans:    Dikkenek
Predicted Path:   Olivier Van Hoofstadt --[(INV) written_by]--> Dikkenek --[written_by]--> Olivier Van Hoofstadt --[(INV) written_by]--> Dikkenek
Path (Raw):       Olivier Van Hoofstadt --[(INV) written_by]--> Dikkenek --[written_by]--> Olivier Van Hoofstadt --[(INV) written_by]--> Dikkenek
Neg LogProb(↓):   0.000593
Path Entropy(↓):  0.005007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by aku louhimies
Start Entity:     Aku Louhimies
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Aku Louhimies --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Path (Raw):       Aku Louhimies --[No Operation]--> Aku Louhimies --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Neg LogProb(↓):   0.000149
Path Entropy(↓):  0.001463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of thomas lennon starred movies
Start Entity:     Thomas Lennon
Gold Answer:      [['Burr Steers']]
Predicted Ans:    Thomas Lennon
Predicted Path:   Thomas Lennon --[(INV) directed_by]--> Hell Baby --[directed_by]--> Thomas Lennon
Path (Raw):       Thomas Lennon --[No Operation]--> Thomas Lennon --[(INV) directed_by]--> Hell Baby --[directed_by]--> Thomas Lennon
Neg LogProb(↓):   0.268134
Path Entropy(↓):  0.710610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films written by lothar schmidt
Start Entity:     Lothar Schmidt
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lothar Schmidt --[(INV) written_by]--> One Hour with You --[has_genre]--> Comedy
Path (Raw):       Lothar Schmidt --[No Operation]--> Lothar Schmidt --[(INV) written_by]--> One Hour with You --[has_genre]--> Comedy
Neg LogProb(↓):   0.000214
Path Entropy(↓):  0.002025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is the place beyond the pines about
Start Entity:     The Place Beyond the Pines
Gold Answer:      [['ryan gosling', 'derek cianfrance', 'bradley cooper']]
Predicted Ans:    derek cianfrance
Predicted Path:   The Place Beyond the Pines --[written_by]--> Ben Coccio --[(INV) written_by]--> The Place Beyond the Pines --[has_tags]--> derek cianfrance
Path (Raw):       The Place Beyond the Pines --[written_by]--> Ben Coccio --[(INV) written_by]--> The Place Beyond the Pines --[has_tags]--> derek cianfrance
Neg LogProb(↓):   0.234256
Path Entropy(↓):  0.598737
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in watch the birdie
Start Entity:     Watch the Birdie
Gold Answer:      [['Music', 'Biography', 'Musical', 'War', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Music
Predicted Path:   Watch the Birdie --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Path (Raw):       Watch the Birdie --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Neg LogProb(↓):   0.129033
Path Entropy(↓):  0.494999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in mike's murder
Start Entity:     Mike's Murder
Gold Answer:      [['Stephen Gyllenhaal', 'Glenn Gordon Caron', 'Bernardo Bertolucci', 'Karel Reisz', 'Gottfried Reinhardt', 'James L. Brooks', 'Ivan Reitman', 'David S. Ward', 'Nunnally Johnson', 'Taylor Hackford', 'Bob Rafelson', 'Richard Pearce', 'Arliss Howard', 'Billy Crystal']]
Predicted Ans:    Gottfried Reinhardt
Predicted Path:   Mike's Murder --[starred_actors]--> Debra Winger --[(INV) starred_actors]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Path (Raw):       Mike's Murder --[starred_actors]--> Debra Winger --[(INV) starred_actors]--> Betrayed --[directed_by]--> Gottfried Reinhardt
Neg LogProb(↓):   0.522573
Path Entropy(↓):  1.220242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by white dog actors
Start Entity:     White Dog
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   White Dog --[starred_actors]--> Kristy McNichol --[(INV) starred_actors]--> White Dog --[has_genre]--> Drama
Path (Raw):       White Dog --[starred_actors]--> Kristy McNichol --[(INV) starred_actors]--> White Dog --[has_genre]--> Drama
Neg LogProb(↓):   0.204791
Path Entropy(↓):  0.520437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in under fire
Start Entity:     Under Fire
Gold Answer:      [['Joanna Cassidy', 'Gene Hackman', 'Nick Nolte']]
Predicted Ans:    Gene Hackman
Predicted Path:   Under Fire --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Chamber --[starred_actors]--> Gene Hackman
Path (Raw):       Under Fire --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Chamber --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.202284
Path Entropy(↓):  0.635989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did cecilia parker star in
Start Entity:     Cecilia Parker
Gold Answer:      [['Andy Hardy Meets Debutante', 'Love Finds Andy Hardy']]
Predicted Ans:    Love Finds Andy Hardy
Predicted Path:   Cecilia Parker --[(INV) starred_actors]--> Love Finds Andy Hardy --[starred_actors]--> Fay Holden --[(INV) starred_actors]--> Love Finds Andy Hardy
Path (Raw):       Cecilia Parker --[(INV) starred_actors]--> Love Finds Andy Hardy --[starred_actors]--> Fay Holden --[(INV) starred_actors]--> Love Finds Andy Hardy
Neg LogProb(↓):   0.738525
Path Entropy(↓):  1.133839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor cleavant derricks acted together with who
Start Entity:     Cleavant Derricks
Gold Answer:      [['Robin Williams', 'Meg Tilly', 'Judge Reinhold', 'Alejandro Rey']]
Predicted Ans:    Robin Williams
Predicted Path:   Cleavant Derricks --[(INV) starred_actors]--> Moscow on the Hudson --[starred_actors]--> Robin Williams
Path (Raw):       Cleavant Derricks --[No Operation]--> Cleavant Derricks --[(INV) starred_actors]--> Moscow on the Hudson --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor trond fausa starred together with who
Start Entity:     Trond Fausa
Gold Answer:      [['Petronella Barker']]
Predicted Ans:    Trond Fausa
Predicted Path:   Trond Fausa --[(INV) starred_actors]--> The Bothersome Man --[starred_actors]--> Trond Fausa
Path (Raw):       Trond Fausa --[No Operation]--> Trond Fausa --[(INV) starred_actors]--> The Bothersome Man --[starred_actors]--> Trond Fausa
Neg LogProb(↓):   0.137962
Path Entropy(↓):  0.384230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie the girl of your dreams starred who
Start Entity:     The Girl of Your Dreams
Gold Answer:      [['Penélope Cruz']]
Predicted Ans:    Penélope Cruz
Predicted Path:   The Girl of Your Dreams --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> The Girl of Your Dreams --[starred_actors]--> Penélope Cruz
Path (Raw):       The Girl of Your Dreams --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> The Girl of Your Dreams --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   0.505561
Path Entropy(↓):  1.163137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie thanks for sharing were released in which years
Start Entity:     Thanks for Sharing
Gold Answer:      [['2000', '2010']]
Predicted Ans:    2012
Predicted Path:   Thanks for Sharing --[written_by]--> Matt Winston --[(INV) written_by]--> Thanks for Sharing --[release_year]--> 2012
Path (Raw):       Thanks for Sharing --[written_by]--> Matt Winston --[(INV) written_by]--> Thanks for Sharing --[release_year]--> 2012
Neg LogProb(↓):   0.610375
Path Entropy(↓):  0.689488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of detroit 9000
Start Entity:     Detroit 9000
Gold Answer:      [['The Atomic Submarine']]
Predicted Ans:    The Atomic Submarine
Predicted Path:   Detroit 9000 --[written_by]--> Orville H. Hampton --[(INV) written_by]--> The Atomic Submarine
Path (Raw):       Detroit 9000 --[No Operation]--> Detroit 9000 --[written_by]--> Orville H. Hampton --[(INV) written_by]--> The Atomic Submarine
Neg LogProb(↓):   0.213549
Path Entropy(↓):  0.507789
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of clifford odets written films
Start Entity:     Clifford Odets
Gold Answer:      [['1946', '1939', '1954', '1957', '1936', '1961', '1955', '1952']]
Predicted Ans:    1954
Predicted Path:   Clifford Odets --[(INV) written_by]--> The Country Girl --[release_year]--> 1954
Path (Raw):       Clifford Odets --[No Operation]--> Clifford Odets --[(INV) written_by]--> The Country Girl --[release_year]--> 1954
Neg LogProb(↓):   0.522375
Path Entropy(↓):  0.982598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by saladin k. patterson
Start Entity:     Saladin K. Patterson
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Saladin K. Patterson --[(INV) written_by]--> The Fighting Temptations --[has_genre]--> Comedy
Path (Raw):       Saladin K. Patterson --[No Operation]--> Saladin K. Patterson --[(INV) written_by]--> The Fighting Temptations --[has_genre]--> Comedy
Neg LogProb(↓):   0.543994
Path Entropy(↓):  0.683942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed zone troopers
Start Entity:     Zone Troopers
Gold Answer:      [['Danny Bilson']]
Predicted Ans:    Danny Bilson
Predicted Path:   Zone Troopers --[directed_by]--> Danny Bilson --[(INV) directed_by]--> Zone Troopers --[directed_by]--> Danny Bilson
Path (Raw):       Zone Troopers --[directed_by]--> Danny Bilson --[(INV) directed_by]--> Zone Troopers --[directed_by]--> Danny Bilson
Neg LogProb(↓):   0.021414
Path Entropy(↓):  0.102622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Oleg stepchenko directed which movies
Start Entity:     Oleg Stepchenko
Gold Answer:      [['Viy']]
Predicted Ans:    Viy
Predicted Path:   Oleg Stepchenko --[(INV) directed_by]--> Viy --[directed_by]--> Oleg Stepchenko --[(INV) directed_by]--> Viy
Path (Raw):       Oleg Stepchenko --[(INV) directed_by]--> Viy --[directed_by]--> Oleg Stepchenko --[(INV) directed_by]--> Viy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the imitation game
Start Entity:     The Imitation Game
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Drama
Predicted Path:   The Imitation Game --[starred_actors]--> Benedict Cumberbatch --[(INV) starred_actors]--> Third Star --[has_genre]--> Drama
Path (Raw):       The Imitation Game --[starred_actors]--> Benedict Cumberbatch --[(INV) starred_actors]--> Third Star --[has_genre]--> Drama
Neg LogProb(↓):   0.158394
Path Entropy(↓):  0.565039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by joe torry were directed by who
Start Entity:     Joe Torry
Gold Answer:      [['Rusty Cundieff']]
Predicted Ans:    Rusty Cundieff
Predicted Path:   Joe Torry --[(INV) starred_actors]--> Sprung --[directed_by]--> Rusty Cundieff
Path (Raw):       Joe Torry --[No Operation]--> Joe Torry --[(INV) starred_actors]--> Sprung --[directed_by]--> Rusty Cundieff
Neg LogProb(↓):   0.010779
Path Entropy(↓):  0.059289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor stefan de walle co - starred with who
Start Entity:     Stefan de Walle
Gold Answer:      [['Coen van Vrijberghe de Coningh']]
Predicted Ans:    Coen van Vrijberghe de Coningh
Predicted Path:   Stefan de Walle --[(INV) starred_actors]--> Flodder 3 --[starred_actors]--> Coen van Vrijberghe de Coningh
Path (Raw):       Stefan de Walle --[No Operation]--> Stefan de Walle --[(INV) starred_actors]--> Flodder 3 --[starred_actors]--> Coen van Vrijberghe de Coningh
Neg LogProb(↓):   0.101891
Path Entropy(↓):  0.318156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor iain robertson appeared in the same movie with who
Start Entity:     Iain Robertson
Gold Answer:      [['Laura Fraser', 'Steven Duffy']]
Predicted Ans:    Iain Robertson
Predicted Path:   Iain Robertson --[(INV) starred_actors]--> Small Faces --[starred_actors]--> Iain Robertson
Path (Raw):       Iain Robertson --[No Operation]--> Iain Robertson --[(INV) starred_actors]--> Small Faces --[starred_actors]--> Iain Robertson
Neg LogProb(↓):   0.025390
Path Entropy(↓):  0.132488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the films directed by dirk shafer released
Start Entity:     Dirk Shafer
Gold Answer:      [['1995', '2006']]
Predicted Ans:    1995
Predicted Path:   Dirk Shafer --[(INV) directed_by]--> Man of the Year --[release_year]--> 1995
Path (Raw):       Dirk Shafer --[No Operation]--> Dirk Shafer --[(INV) directed_by]--> Man of the Year --[release_year]--> 1995
Neg LogProb(↓):   0.439101
Path Entropy(↓):  0.650726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of written on the wind
Start Entity:     Written on the Wind
Gold Answer:      [['Fred MacMurray', 'Patricia Knight', 'Rochelle Hudson', 'Joan Bennett', 'John Gavin', 'Lana Turner', 'Barbara Stanwyck', 'George Sanders', 'Warren William', 'Lucille Ball', 'Robert Cummings', 'Don Ameche', 'Claudette Colbert', 'Charles Coburn', 'Sandra Dee', 'Boris Karloff', 'Susan Kohner', 'Cornel Wilde', 'Jane Wyman', 'Rock Hudson']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Written on the Wind --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Written on the Wind --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.031017
Path Entropy(↓):  0.186598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film swimming with sharks are written by who
Start Entity:     Swimming with Sharks
Gold Answer:      [['Jon Ronson', 'Michael Markowitz', 'Charles Randolph', 'Annie Proulx', 'Kevin Spacey', 'Dayyan Eng', 'Andrew Stanton', 'Duncan Jones', 'Thomas Moffett', 'Gerard Stembridge', 'David J. Burke', 'Brian Helgeland', 'Oliver Stone', 'Leslie Dixon', 'Catherine Ryan Hyde', 'Ben Mezrich', 'Jonathan Marc Sherman', 'Trent Cooper', 'Joe Ranft', 'Frank Whaley', 'John Grisham', 'John Berendt', 'John Francis Daley', 'James Ellroy', 'Bryan Singer', 'J.C. Chandor', 'Curtis Hanson', 'Bob Shaw', 'Alan Ball', 'Charles Leavitt', 'Gene Brewer', 'Malcolm Marmorstein', 'John Lasseter', 'John Hughes']]
Predicted Ans:    Charles Randolph
Predicted Path:   Swimming with Sharks --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[written_by]--> Charles Randolph
Path (Raw):       Swimming with Sharks --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[written_by]--> Charles Randolph
Neg LogProb(↓):   0.352154
Path Entropy(↓):  1.108142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by will sampson fall under
Start Entity:     Will Sampson
Gold Answer:      [['Horror', 'Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Will Sampson --[(INV) starred_actors]--> Firewalker --[has_genre]--> Action
Path (Raw):       Will Sampson --[No Operation]--> Will Sampson --[(INV) starred_actors]--> Firewalker --[has_genre]--> Action
Neg LogProb(↓):   0.492305
Path Entropy(↓):  0.668258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of shanghai noon
Start Entity:     Shanghai Noon
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Shanghai Noon --[directed_by]--> Tom Dey --[(INV) directed_by]--> Showtime --[has_genre]--> Comedy
Path (Raw):       Shanghai Noon --[directed_by]--> Tom Dey --[(INV) directed_by]--> Showtime --[has_genre]--> Comedy
Neg LogProb(↓):   0.019382
Path Entropy(↓):  0.094895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film grown ups 2
Start Entity:     Grown Ups 2
Gold Answer:      [['1995', '1998', '2000', '2008', '1989', '2010', '1996', '1999', '2002', '2011']]
Predicted Ans:    1999
Predicted Path:   Grown Ups 2 --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[release_year]--> 1999
Path (Raw):       Grown Ups 2 --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[release_year]--> 1999
Neg LogProb(↓):   0.858776
Path Entropy(↓):  1.694121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the balloonatic screenwriters
Start Entity:     The Balloonatic
Gold Answer:      [['Western', 'Short', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Balloonatic --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[has_genre]--> Comedy
Path (Raw):       The Balloonatic --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[has_genre]--> Comedy
Neg LogProb(↓):   0.539669
Path Entropy(↓):  1.555180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the unborn fall under
Start Entity:     The Unborn
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Unborn --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Fifth Element --[has_genre]--> Action
Path (Raw):       The Unborn --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Fifth Element --[has_genre]--> Action
Neg LogProb(↓):   0.663850
Path Entropy(↓):  0.984752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of taxi 4 was
Start Entity:     Taxi 4
Gold Answer:      [['Gérard Krawczyk']]
Predicted Ans:    Gérard Krawczyk
Predicted Path:   Taxi 4 --[directed_by]--> Gérard Krawczyk --[(INV) directed_by]--> Taxi 4 --[directed_by]--> Gérard Krawczyk
Path (Raw):       Taxi 4 --[directed_by]--> Gérard Krawczyk --[(INV) directed_by]--> Taxi 4 --[directed_by]--> Gérard Krawczyk
Neg LogProb(↓):   0.006604
Path Entropy(↓):  0.044198
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
A tale of winter, when was it released
Start Entity:     A Tale of Winter
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   A Tale of Winter --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       A Tale of Winter --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.329231
Path Entropy(↓):  4.068583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film son of rambow
Start Entity:     Son of Rambow
Gold Answer:      [['garth jennings', '1980s', 'school', 'coming of age']]
Predicted Ans:    garth jennings
Predicted Path:   Son of Rambow --[has_tags]--> garth jennings --[(INV) has_tags]--> Son of Rambow --[has_tags]--> garth jennings
Path (Raw):       Son of Rambow --[has_tags]--> garth jennings --[(INV) has_tags]--> Son of Rambow --[has_tags]--> garth jennings
Neg LogProb(↓):   0.473911
Path Entropy(↓):  1.314883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the spanish earth were in which genres
Start Entity:     The Spanish Earth
Gold Answer:      [['Romance', 'Short', 'Drama', 'War', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Spanish Earth --[written_by]--> Ernest Hemingway --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       The Spanish Earth --[written_by]--> Ernest Hemingway --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   1.932650
Path Entropy(↓):  2.521948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter bernd eichinger co - wrote films with who
Start Entity:     Bernd Eichinger
Gold Answer:      [['Melissa Müller', 'Traudl Junge', 'Joachim Fest', 'Uli Edel', 'Stefan Aust']]
Predicted Ans:    Bernd Eichinger
Predicted Path:   Bernd Eichinger --[(INV) written_by]--> The Baader Meinhof Complex --[written_by]--> Bernd Eichinger
Path (Raw):       Bernd Eichinger --[No Operation]--> Bernd Eichinger --[(INV) written_by]--> The Baader Meinhof Complex --[written_by]--> Bernd Eichinger
Neg LogProb(↓):   0.049416
Path Entropy(↓):  0.199627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films that share writers with the trigger effect in
Start Entity:     The Trigger Effect
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Trigger Effect --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[in_language]--> English
Path (Raw):       The Trigger Effect --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   0.003681
Path Entropy(↓):  0.028492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was my life released
Start Entity:     My Life
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   My Life --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       My Life --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.027212
Path Entropy(↓):  3.728878
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the hot rock
Start Entity:     The Hot Rock
Gold Answer:      [['Icelandic', 'English']]
Predicted Ans:    Icelandic
Predicted Path:   The Hot Rock --[directed_by]--> Peter Yates --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Path (Raw):       The Hot Rock --[directed_by]--> Peter Yates --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.000078
Path Entropy(↓):  0.000865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the method actors
Start Entity:     The Method
Gold Answer:      [['Gustavo Cova', 'Mateo Gil', 'Alejandro Amenábar', 'Adrián Caetano', 'Julio Medem', 'Agustí Vila', 'Noah Miller', 'Logan Miller']]
Predicted Ans:    Marcelo Piñeyro
Predicted Path:   The Method --[starred_actors]--> Eduard Fernández --[(INV) starred_actors]--> The Method --[directed_by]--> Marcelo Piñeyro
Path (Raw):       The Method --[starred_actors]--> Eduard Fernández --[(INV) starred_actors]--> The Method --[directed_by]--> Marcelo Piñeyro
Neg LogProb(↓):   0.182749
Path Entropy(↓):  0.662803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film genre is while the city sleeps
Start Entity:     While the City Sleeps
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   While the City Sleeps --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       While the City Sleeps --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.455327
Path Entropy(↓):  4.625233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by jørgen leth
Start Entity:     Jørgen Leth
Gold Answer:      [['2003', '1967']]
Predicted Ans:    2003
Predicted Path:   Jørgen Leth --[(INV) written_by]--> The Five Obstructions --[release_year]--> 2003
Path (Raw):       Jørgen Leth --[No Operation]--> Jørgen Leth --[(INV) written_by]--> The Five Obstructions --[release_year]--> 2003
Neg LogProb(↓):   0.008651
Path Entropy(↓):  0.050149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by michael anderson
Start Entity:     Michael Anderson
Gold Answer:      [['1968', '1976', '2007', '1966', '1960', '1989', '1959', '1961', '1965', '1986', '1955', '1956', '1977']]
Predicted Ans:    1959
Predicted Path:   Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[release_year]--> 1959
Path (Raw):       Michael Anderson --[No Operation]--> Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[release_year]--> 1959
Neg LogProb(↓):   0.510691
Path Entropy(↓):  1.394638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of linda harrison starred movies
Start Entity:     Linda Harrison
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Linda Harrison --[(INV) starred_actors]--> Beneath the Planet of the Apes --[release_year]--> 1970
Path (Raw):       Linda Harrison --[No Operation]--> Linda Harrison --[(INV) starred_actors]--> Beneath the Planet of the Apes --[release_year]--> 1970
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote warm bodies
Start Entity:     Warm Bodies
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Warm Bodies --[written_by]--> Jonathan Levine --[(INV) written_by]--> The Wackness --[release_year]--> 2008
Path (Raw):       Warm Bodies --[written_by]--> Jonathan Levine --[(INV) written_by]--> The Wackness --[release_year]--> 2008
Neg LogProb(↓):   0.210704
Path Entropy(↓):  0.566593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film rapture - palooza were in which genres
Start Entity:     Rapture-Palooza
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rapture-Palooza --[directed_by]--> Paul Middleditch --[(INV) directed_by]--> Rapture-Palooza --[has_genre]--> Comedy
Path (Raw):       Rapture-Palooza --[directed_by]--> Paul Middleditch --[(INV) directed_by]--> Rapture-Palooza --[has_genre]--> Comedy
Neg LogProb(↓):   0.321136
Path Entropy(↓):  0.745315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie i wake up screaming
Start Entity:     I Wake Up Screaming
Gold Answer:      [['1995', '1988', '1946', '1949', '1954', '1950', '1990', '1959', '1940', '1996', '1953', '1947', '1945', '1941', '1955', '1952']]
Predicted Ans:    1954
Predicted Path:   I Wake Up Screaming --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[release_year]--> 1954
Path (Raw):       I Wake Up Screaming --[starred_actors]--> Victor Mature --[(INV) starred_actors]--> Demetrius and the Gladiators --[release_year]--> 1954
Neg LogProb(↓):   0.846788
Path Entropy(↓):  1.503629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with julian jarrold
Start Entity:     Julian Jarrold
Gold Answer:      [['David Riker', 'Sande Zeig']]
Predicted Ans:    Julian Jarrold
Predicted Path:   Julian Jarrold --[(INV) directed_by]--> Becoming Jane --[directed_by]--> Julian Jarrold
Path (Raw):       Julian Jarrold --[No Operation]--> Julian Jarrold --[(INV) directed_by]--> Becoming Jane --[directed_by]--> Julian Jarrold
Neg LogProb(↓):   0.045963
Path Entropy(↓):  0.187202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of frankenweenie
Start Entity:     Frankenweenie
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Linda Woolverton', 'Daniel Wallace', 'Michael McDowell', 'Larry Wilson', 'Pierre Boulle', 'Rod Serling', 'Paul Reubens', 'Daniel Waters', 'Phil Hartman', 'Rudolph Grey', 'John August', 'Andrew Kevin Walker', 'Kevin Yagher', 'Michael Wilson', 'Roald Dahl', 'Lawrence Konner', 'Mark Rosenthal', 'Tim Burton', 'Bob Kane', 'Warren Skaaren', 'Michael Varhol', 'Sam Hamm', 'Jonathan Gems', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Washington Irving']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Frankenweenie --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Frankenweenie --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.963772
Path Entropy(↓):  2.277708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie trek nation
Start Entity:     Trek Nation
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Trek Nation --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Trek Nation --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.689901
Path Entropy(↓):  3.967024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of madam satan starred who
Start Entity:     Madam Satan
Gold Answer:      [['Ray Milland', 'Madeleine Carroll', 'Sessue Hayakawa', 'Anne Baxter', 'Yul Brynner', 'Angela Lansbury', 'Héctor Alterio', 'Norma Aleandro', 'Gary Cooper', 'Elizabeth Taylor', 'Franciska Gaal', 'Henry Wilcoxon', 'Barbara Stanwyck', 'Fredric March', "Dennis O'Keefe", 'Charlton Heston', 'Charles Laughton', 'George Sanders', 'Warren William', 'Paulette Goddard', 'Laraine Day', 'Victor Mature', 'Rex Harrison', 'Joel McCrea', 'Hedy Lamarr', 'Preston Foster', 'Kay Johnson', 'Claudette Colbert', 'Margot Grahame', 'Edward G. Robinson', 'John Wayne', 'Dorothy Lamour', 'Akim Tamiroff', 'Dustin Farnum', 'Claire Bloom', 'H.B. Warner', 'Signe Hasso', 'Richard Burton', 'Loretta Young', 'Boris Karloff', 'Jack Dean', 'Fannie Ward', 'Elissa Landi', 'Charles Boyer', 'Betty Hutton', 'Cornel Wilde', 'Jean Arthur', 'Natalia Oreiro', 'Leonardo Sbaraglia', 'Inger Stevens', 'Conrad Nagel', 'Thomas Meighan', 'Julia Faye', 'Charles Bickford']]
Predicted Ans:    Claudette Colbert
Predicted Path:   Madam Satan --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[starred_actors]--> Claudette Colbert
Path (Raw):       Madam Satan --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   0.540111
Path Entropy(↓):  1.534712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the town that dreaded sundown
Start Entity:     The Town That Dreaded Sundown
Gold Answer:      [['Ben Johnson', 'Lana Wood', 'Iron Eyes Cody']]
Predicted Ans:    Ben Johnson
Predicted Path:   The Town That Dreaded Sundown --[directed_by]--> Charles B. Pierce --[(INV) directed_by]--> Grayeagle --[starred_actors]--> Ben Johnson
Path (Raw):       The Town That Dreaded Sundown --[directed_by]--> Charles B. Pierce --[(INV) directed_by]--> Grayeagle --[starred_actors]--> Ben Johnson
Neg LogProb(↓):   0.001081
Path Entropy(↓):  0.008932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the signal
Start Entity:     The Signal
Gold Answer:      [['Love', 'V/H/S']]
Predicted Ans:    V/H/S
Predicted Path:   The Signal --[directed_by]--> David Bruckner --[(INV) directed_by]--> V/H/S
Path (Raw):       The Signal --[directed_by]--> David Bruckner --[(INV) directed_by]--> V/H/S --[No Operation]--> V/H/S
Neg LogProb(↓):   0.022112
Path Entropy(↓):  0.121513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by f. scott fitzgerald
Start Entity:     F. Scott Fitzgerald
Gold Answer:      [['Frank Borzage', 'Elliott Nugent', 'David Fincher', 'Jack Clayton', 'Richard Brooks', 'Baz Luhrmann', 'Henry King', 'Elia Kazan']]
Predicted Ans:    Elliott Nugent
Predicted Path:   F. Scott Fitzgerald --[(INV) written_by]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Path (Raw):       F. Scott Fitzgerald --[No Operation]--> F. Scott Fitzgerald --[(INV) written_by]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   1.358335
Path Entropy(↓):  2.003639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in interrupted melody
Start Entity:     Interrupted Melody
Gold Answer:      [['Roger Moore', 'Cecil Kellaway', 'Glenn Ford', 'Eleanor Parker']]
Predicted Ans:    Roger Moore
Predicted Path:   Interrupted Melody --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Path (Raw):       Interrupted Melody --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.247506
Path Entropy(↓):  0.695590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter michael j. wilson
Start Entity:     Michael J. Wilson
Gold Answer:      [['Denis Leary', 'Ray Romano', 'John Leguizamo']]
Predicted Ans:    John Leguizamo
Predicted Path:   Michael J. Wilson --[(INV) written_by]--> Ice Age --[starred_actors]--> John Leguizamo
Path (Raw):       Michael J. Wilson --[No Operation]--> Michael J. Wilson --[(INV) written_by]--> Ice Age --[starred_actors]--> John Leguizamo
Neg LogProb(↓):   0.122994
Path Entropy(↓):  0.359434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the imitation game released
Start Entity:     The Imitation Game
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   The Imitation Game --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       The Imitation Game --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.970563
Path Entropy(↓):  4.350364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by elizabeth sellars
Start Entity:     Elizabeth Sellars
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Elizabeth Sellars --[(INV) starred_actors]--> The Mummy's Shroud --[has_genre]--> Horror
Path (Raw):       Elizabeth Sellars --[No Operation]--> Elizabeth Sellars --[(INV) starred_actors]--> The Mummy's Shroud --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of stoic
Start Entity:     Stoic
Gold Answer:      [['Far Cry', 'BloodRayne', 'House of the Dead', 'Seed', 'Assault on Wall Street', 'Blackwoods', 'Blubberella', 'Postal', 'Alone in the Dark', 'Heart of America', 'Rampage']]
Predicted Ans:    Rampage
Predicted Path:   Stoic --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Rampage
Path (Raw):       Stoic --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Rampage --[No Operation]--> Rampage
Neg LogProb(↓):   0.057347
Path Entropy(↓):  0.289144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film the clock
Start Entity:     The Clock
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   The Clock --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Path (Raw):       The Clock --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Neg LogProb(↓):   2.801669
Path Entropy(↓):  3.709728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film best defense
Start Entity:     Best Defense
Gold Answer:      [['eddie murphy']]
Predicted Ans:    john landis
Predicted Path:   Best Defense --[has_tags]--> eddie murphy --[(INV) has_tags]--> Beverly Hills Cop III --[has_tags]--> john landis
Path (Raw):       Best Defense --[has_tags]--> eddie murphy --[(INV) has_tags]--> Beverly Hills Cop III --[has_tags]--> john landis
Neg LogProb(↓):   0.733786
Path Entropy(↓):  1.411832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share writers with the big blue fall under
Start Entity:     The Big Blue
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Big Blue --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[has_genre]--> Action
Path (Raw):       The Big Blue --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[has_genre]--> Action
Neg LogProb(↓):   1.080844
Path Entropy(↓):  1.785111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of coming to america
Start Entity:     Coming to America
Gold Answer:      [['Judge Reinhold', 'Richard Pryor', 'Eddie Murphy', 'Brion James', 'Angela Bassett', 'Redd Foxx', 'Halle Berry', 'Nick Nolte', 'Allen Payne', 'Danny Aiello', 'Terry Crews', 'Thandie Newton', 'Kadeem Hardison', 'Ronny Cox', 'David Alan Grier', 'Robin Givens']]
Predicted Ans:    Nick Nolte
Predicted Path:   Coming to America --[written_by]--> Eddie Murphy --[(INV) written_by]--> Another 48 Hrs. --[starred_actors]--> Nick Nolte
Path (Raw):       Coming to America --[written_by]--> Eddie Murphy --[(INV) written_by]--> Another 48 Hrs. --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.356340
Path Entropy(↓):  0.816439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director charles matthau
Start Entity:     Charles Matthau
Gold Answer:      [['Edward Furlong', 'Piper Laurie', 'Sissy Spacek', 'Walter Matthau']]
Predicted Ans:    Walter Matthau
Predicted Path:   Charles Matthau --[(INV) directed_by]--> The Grass Harp --[starred_actors]--> Walter Matthau
Path (Raw):       Charles Matthau --[No Operation]--> Charles Matthau --[(INV) directed_by]--> The Grass Harp --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.065308
Path Entropy(↓):  0.261798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie slam
Start Entity:     Slam
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Slam --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Slam --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.208642
Path Entropy(↓):  4.492542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of street scene
Start Entity:     Street Scene
Gold Answer:      [['Cimarron', 'Blood on the Sun', 'You Only Live Once', 'The Unholy Wife', 'On Borrowed Time', 'Summer Wishes, Winter Dreams', 'Of Human Hearts', 'Our Town', 'You and Me', 'Fury', 'Penny Serenade', 'Vivacious Lady', 'City Streets', 'One Foot in Heaven', 'Dead End', 'The Shepherd of the Hills', 'Make Way for Tomorrow']]
Predicted Ans:    The Shepherd of the Hills
Predicted Path:   Street Scene --[starred_actors]--> Beulah Bondi --[(INV) starred_actors]--> The Shepherd of the Hills
Path (Raw):       Street Scene --[No Operation]--> Street Scene --[starred_actors]--> Beulah Bondi --[(INV) starred_actors]--> The Shepherd of the Hills
Neg LogProb(↓):   0.530486
Path Entropy(↓):  1.502809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the messengers were in which languages
Start Entity:     The Messengers
Gold Answer:      [['French', 'English', 'Korean', 'German']]
Predicted Ans:    French
Predicted Path:   The Messengers --[starred_actors]--> Kristen Stewart --[(INV) starred_actors]--> Clouds of Sils Maria --[in_language]--> French
Path (Raw):       The Messengers --[starred_actors]--> Kristen Stewart --[(INV) starred_actors]--> Clouds of Sils Maria --[in_language]--> French
Neg LogProb(↓):   0.225829
Path Entropy(↓):  0.751476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of land and freedom was
Start Entity:     Land and Freedom
Gold Answer:      [['Ken Loach']]
Predicted Ans:    Ken Loach
Predicted Path:   Land and Freedom --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[directed_by]--> Ken Loach
Path (Raw):       Land and Freedom --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.731830
Path Entropy(↓):  0.982679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by chicago 10 writers
Start Entity:     Chicago 10
Gold Answer:      [['Documentary', 'Biography']]
Predicted Ans:    Documentary
Predicted Path:   Chicago 10 --[written_by]--> Brett Morgen --[(INV) written_by]--> Chicago 10 --[has_genre]--> Documentary
Path (Raw):       Chicago 10 --[written_by]--> Brett Morgen --[(INV) written_by]--> Chicago 10 --[has_genre]--> Documentary
Neg LogProb(↓):   0.034632
Path Entropy(↓):  0.160665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in hana and alice
Start Entity:     Hana and Alice
Gold Answer:      [['Takashi Yamazaki']]
Predicted Ans:    Takashi Yamazaki
Predicted Path:   Hana and Alice --[starred_actors]--> Anne Suzuki --[(INV) starred_actors]--> Returner --[written_by]--> Takashi Yamazaki
Path (Raw):       Hana and Alice --[starred_actors]--> Anne Suzuki --[(INV) starred_actors]--> Returner --[written_by]--> Takashi Yamazaki
Neg LogProb(↓):   0.000988
Path Entropy(↓):  0.007981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the land unknown
Start Entity:     The Land Unknown
Gold Answer:      [['1956']]
Predicted Ans:    1957
Predicted Path:   The Land Unknown --[directed_by]--> Virgil W. Vogel --[(INV) directed_by]--> The Land Unknown --[release_year]--> 1957
Path (Raw):       The Land Unknown --[directed_by]--> Virgil W. Vogel --[(INV) directed_by]--> The Land Unknown --[release_year]--> 1957
Neg LogProb(↓):   0.005193
Path Entropy(↓):  0.032429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the hard way is also the director of which films
Start Entity:     The Hard Way
Gold Answer:      [['Nick of Time', 'Old Acquaintance', 'The Second Time Around', 'Incognito', 'American Flyers', 'Drop Zone', 'Stakeout', 'Across the Pacific', 'The Return of Doctor X', 'A Fever in the Blood', 'Adventures of Don Juan', 'The Unfaithful', 'Point of No Return', 'The Hasty Heart', 'Short Circuit', 'WarGames', 'The Young Philadelphians', 'Dracula', 'Blue Thunder', 'Backfire', 'All Through the Night', 'Mr. Skeffington', 'Harriet Craig', 'Bird on a Wire', 'Whose Life Is It Anyway?', 'Saturday Night Fever']]
Predicted Ans:    Mr. Skeffington
Predicted Path:   The Hard Way --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington
Path (Raw):       The Hard Way --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[No Operation]--> Mr. Skeffington
Neg LogProb(↓):   0.747531
Path Entropy(↓):  1.659308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of singh is kinng
Start Entity:     Singh Is Kinng
Gold Answer:      [['Anees Bazmee']]
Predicted Ans:    Anees Bazmee
Predicted Path:   Singh Is Kinng --[directed_by]--> Anees Bazmee --[(INV) directed_by]--> Singh Is Kinng --[directed_by]--> Anees Bazmee
Path (Raw):       Singh Is Kinng --[directed_by]--> Anees Bazmee --[(INV) directed_by]--> Singh Is Kinng --[directed_by]--> Anees Bazmee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by meg cabot fall under
Start Entity:     Meg Cabot
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Meg Cabot --[(INV) written_by]--> The Princess Diaries --[has_genre]--> Comedy
Path (Raw):       Meg Cabot --[No Operation]--> Meg Cabot --[(INV) written_by]--> The Princess Diaries --[has_genre]--> Comedy
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the piano teacher director
Start Entity:     The Piano Teacher
Gold Answer:      [['Rob Sitch', 'Tom Gleisner', 'Santo Cilauro', 'Jane Kennedy', 'Franz Kafka', 'Michael Haneke']]
Predicted Ans:    Jane Kennedy
Predicted Path:   The Piano Teacher --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[written_by]--> Jane Kennedy
Path (Raw):       The Piano Teacher --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[written_by]--> Jane Kennedy
Neg LogProb(↓):   1.347940
Path Entropy(↓):  2.163832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by abby mann
Start Entity:     Abby Mann
Gold Answer:      [['Report to the Commissioner', 'The Detective', 'A Child Is Waiting', 'Judgment at Nuremberg']]
Predicted Ans:    A Child Is Waiting
Predicted Path:   Abby Mann --[(INV) written_by]--> A Child Is Waiting --[written_by]--> Abby Mann --[(INV) written_by]--> A Child Is Waiting
Path (Raw):       Abby Mann --[(INV) written_by]--> A Child Is Waiting --[written_by]--> Abby Mann --[(INV) written_by]--> A Child Is Waiting
Neg LogProb(↓):   0.007373
Path Entropy(↓):  0.052997
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in comes a bright day
Start Entity:     Comes a Bright Day
Gold Answer:      [['Danny Boyle', 'Jordan Scott', 'David Keating', 'Harley Cokeliss', 'Kevin Lima', 'Jeremy Lovering', 'Mike Leigh', 'Tom Gormican', 'Pascal Chaumeil', 'Julian Fellowes', 'Frank Capra', 'Richard Ayoade']]
Predicted Ans:    Kevin Lima
Predicted Path:   Comes a Bright Day --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Enchanted --[directed_by]--> Kevin Lima
Path (Raw):       Comes a Bright Day --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Enchanted --[directed_by]--> Kevin Lima
Neg LogProb(↓):   0.549038
Path Entropy(↓):  0.969942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film pathfinder were released in which years
Start Entity:     Pathfinder
Gold Answer:      [['1980', '2009', '2008', '2003', '1982', '2011']]
Predicted Ans:    1982
Predicted Path:   Pathfinder --[directed_by]--> Marcus Nispel --[(INV) directed_by]--> Conan the Barbarian --[release_year]--> 1982
Path (Raw):       Pathfinder --[directed_by]--> Marcus Nispel --[(INV) directed_by]--> Conan the Barbarian --[release_year]--> 1982
Neg LogProb(↓):   0.782801
Path Entropy(↓):  1.284369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the decline of the american empire
Start Entity:     The Decline of the American Empire
Gold Answer:      [['Days of Darkness', 'The Barbarian Invasions', 'Stardom', 'Jesus of Montreal']]
Predicted Ans:    Days of Darkness
Predicted Path:   The Decline of the American Empire --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness
Path (Raw):       The Decline of the American Empire --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness --[No Operation]--> Days of Darkness
Neg LogProb(↓):   0.602389
Path Entropy(↓):  1.265532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the what just happened director
Start Entity:     What Just Happened
Gold Answer:      [['Mitch Markowitz', 'Michael Crichton', 'Barry Levinson', 'Barry Morrow', 'Dean Jennings', 'David Mamet', 'James Toback', 'Barry McEvoy', 'Ronald Bass', 'Zeki Demirkubuz', 'Michael Wallach', 'Bernard Malamud', 'Dirk Shafer', 'Arthur Conan Doyle', 'Chris Columbus', 'Lorenzo Carcaterra', 'Katja von Garnier', 'Hilary Henkin', 'Larry Beinhart']]
Predicted Ans:    Barry McEvoy
Predicted Path:   What Just Happened --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[written_by]--> Barry McEvoy
Path (Raw):       What Just Happened --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[written_by]--> Barry McEvoy
Neg LogProb(↓):   0.557438
Path Entropy(↓):  1.457408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of the wiz starred who
Start Entity:     The Wiz
Gold Answer:      [['Marisa Tomei', 'Trevor Howard', 'Candice Bergen', 'Joan Lorring', 'Faye Dunaway', 'Michael Caine', 'Geraldine Fitzgerald', 'Jeremy Northam', 'Ethan Hawke', 'Harry Andrews', 'Rebecca De Mornay', 'James Spader', 'Anne Bancroft', 'Robert Duvall', 'Albert Finney', 'Raul Julia', 'Richard Burton', 'Philip Seymour Hoffman', 'River Phoenix', 'Vin Diesel', 'William Holden', 'Judd Hirsch', 'Dyan Cannon', 'Joan Hackett', 'Joanne Woodward', 'Noah Wyle', 'Cathy Moriarty', 'Julie Carmen', 'Treat Williams', 'Anna Magnani', 'Sydney Greenstreet', 'Sharon Stone', 'Jeff Bridges', 'Buck Henry', 'John Cazale', 'Penelope Allen', 'Timothy Hutton', 'Mandy Patinkin', 'Lindsay Crouse', 'Shirley Knight', 'George Coulouris', 'James Mason', 'Peter Finch', 'Walter Cronkite', 'Peter Firth', 'Jane Fonda', 'Martin Balsam', 'Matthew Broderick', 'Colin Blakely', 'Alfred Lynch', 'Christine Lahti', 'Ian Bannen', 'Ian Holm', 'Alex Rocco', 'Melanie Griffith', 'Don Johnson', 'Sean Connery', 'Charlotte Rampling', 'Lena Olin', 'Richard Dreyfuss', 'Christopher Reeve', 'Kyra Sedgwick', 'Brock Peters', 'Jaime Sánchez', 'Helen Mirren', 'Dustin Hoffman', 'Marlon Brando', 'James Gandolfini', 'Jack Warden', 'Paulina García', 'Richard Gere', 'Elizabeth Hartman', 'Rod Steiger', 'Jerry Orbach', 'Paul Newman', 'Joan Plowright', 'Tracy Pollan', 'Al Pacino', 'Peter Lorre', 'Vivien Merchant']]
Predicted Ans:    Marlon Brando
Predicted Path:   The Wiz --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> The Fugitive Kind --[starred_actors]--> Marlon Brando
Path (Raw):       The Wiz --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> The Fugitive Kind --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   1.254790
Path Entropy(↓):  2.129980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by ian bannen in
Start Entity:     Ian Bannen
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Ian Bannen --[(INV) starred_actors]--> Too Late the Hero --[has_genre]--> War
Path (Raw):       Ian Bannen --[No Operation]--> Ian Bannen --[(INV) starred_actors]--> Too Late the Hero --[has_genre]--> War
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by bertolt brecht starred which actors
Start Entity:     Bertolt Brecht
Gold Answer:      [['Walter Brennan', 'Brian Donlevy', 'Gene Lockhart', 'Anna Lee']]
Predicted Ans:    Brian Donlevy
Predicted Path:   Bertolt Brecht --[(INV) written_by]--> Hangmen Also Die! --[starred_actors]--> Brian Donlevy
Path (Raw):       Bertolt Brecht --[No Operation]--> Bertolt Brecht --[(INV) written_by]--> Hangmen Also Die! --[starred_actors]--> Brian Donlevy
Neg LogProb(↓):   0.240674
Path Entropy(↓):  0.557736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by vivian wu
Start Entity:     Vivian Wu
Gold Answer:      [['Peter Greenaway']]
Predicted Ans:    Peter Greenaway
Predicted Path:   Vivian Wu --[(INV) starred_actors]--> The Pillow Book --[directed_by]--> Peter Greenaway
Path (Raw):       Vivian Wu --[No Operation]--> Vivian Wu --[(INV) starred_actors]--> The Pillow Book --[directed_by]--> Peter Greenaway
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by john cullum
Start Entity:     John Cullum
Gold Answer:      [['Nicholas Meyer']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   John Cullum --[(INV) starred_actors]--> The Day After --[directed_by]--> Nicholas Meyer
Path (Raw):       John Cullum --[No Operation]--> John Cullum --[(INV) starred_actors]--> The Day After --[directed_by]--> Nicholas Meyer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Donna mills appears in which movies
Start Entity:     Donna Mills
Gold Answer:      [['Play Misty for Me']]
Predicted Ans:    Going Ape!
Predicted Path:   Donna Mills --[(INV) starred_actors]--> Play Misty for Me --[starred_actors]--> Jessica Walter --[(INV) starred_actors]--> Going Ape!
Path (Raw):       Donna Mills --[(INV) starred_actors]--> Play Misty for Me --[starred_actors]--> Jessica Walter --[(INV) starred_actors]--> Going Ape!
Neg LogProb(↓):   0.006418
Path Entropy(↓):  0.040516
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor michael abbott jr. acted together with who
Start Entity:     Michael Abbott Jr.
Gold Answer:      [['Michael Shannon', 'Barlow Jacobs']]
Predicted Ans:    Michael Shannon
Predicted Path:   Michael Abbott Jr. --[(INV) starred_actors]--> Shotgun Stories --[starred_actors]--> Michael Shannon
Path (Raw):       Michael Abbott Jr. --[No Operation]--> Michael Abbott Jr. --[(INV) starred_actors]--> Shotgun Stories --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.042115
Path Entropy(↓):  0.192245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by tsutomu tatsumi
Start Entity:     Tsutomu Tatsumi
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Tsutomu Tatsumi --[(INV) starred_actors]--> Grave of the Fireflies --[release_year]--> 1988
Path (Raw):       Tsutomu Tatsumi --[No Operation]--> Tsutomu Tatsumi --[(INV) starred_actors]--> Grave of the Fireflies --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie spartan
Start Entity:     Spartan
Gold Answer:      [['John Fusco', 'Joseph C. Muscat', 'Michael Mann', 'Pat Proft', 'Reggie Rock Bythewood', 'Antwone Fisher', 'James Cox', 'Sean Stanek', 'Eugene Hess', 'Dennis Fanning', 'Mick Rossi', 'Loring Mandel', 'Will Forte', 'Quentin Tarantino', 'James McBride', 'Brett Halliday', 'Oliver Stone', 'Jorma Taccone', 'Bob Dolman', 'Ehud Yonay', 'Alain Godard', 'George Lucas', 'Ron Hutchinson', 'Mark A. Lewis', 'Francis Ford Coppola', 'Jonathan Hensleigh', 'Wesley Strick', 'Jason Hewitt', "John A. O'Connell", 'Leslie Charteris', 'H.G. Wells', 'Abbas Kiarostami', 'F. Paul Benz', 'Jim Cash', 'Steve Tomlin', 'Shane Black', 'Kevin Jarre', 'David E. Talbert', 'Neal Israel', 'William Goldman', 'Richard Stanley', 'Oliver Sacks', 'Adam Marcus', 'Paul Morrissey', 'Rick Porrello']]
Predicted Ans:    Ron Hutchinson
Predicted Path:   Spartan --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       Spartan --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   0.534606
Path Entropy(↓):  1.675490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with agnes jaoui
Start Entity:     Agnès Jaoui
Gold Answer:      [['Alain Chabat', 'Anne Alvaro', 'Catherine Frot']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Agnès Jaoui --[(INV) starred_actors]--> Let's Talk About the Rain --[starred_actors]--> Agnès Jaoui
Path (Raw):       Agnès Jaoui --[No Operation]--> Agnès Jaoui --[(INV) starred_actors]--> Let's Talk About the Rain --[starred_actors]--> Agnès Jaoui
Neg LogProb(↓):   0.003206
Path Entropy(↓):  0.023384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie firewall
Start Entity:     Firewall
Gold Answer:      [['1954', '2008', '2003', '1992', '1993', '1985', '1979', '1998', '2009', '2010', '1982', '1947', '2014', '1994', '1995', '1990', '1989', '1981', '2013', '1988', '1978', '1997', '1991', '1999', '1986']]
Predicted Ans:    1995
Predicted Path:   Firewall --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Path (Raw):       Firewall --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Neg LogProb(↓):   1.001292
Path Entropy(↓):  2.348447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie minority report were released in which years
Start Entity:     Minority Report
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1977', '2007', '1968', '1998', '1957', '2010', '2004', '1973', '2014', '1983', '1972', '1971', '1990', '2001', '1989', '1996', '2012', '2011', '2013', '1988', '1975', '1966', '2005', '1987', '1986', '1958']]
Predicted Ans:    2001
Predicted Path:   Minority Report --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Path (Raw):       Minority Report --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Neg LogProb(↓):   0.886218
Path Entropy(↓):  1.271841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of a smile like yours
Start Entity:     A Smile Like Yours
Gold Answer:      [['Keith Samples']]
Predicted Ans:    Keith Samples
Predicted Path:   A Smile Like Yours --[written_by]--> Keith Samples --[(INV) written_by]--> A Smile Like Yours --[written_by]--> Keith Samples
Path (Raw):       A Smile Like Yours --[written_by]--> Keith Samples --[(INV) written_by]--> A Smile Like Yours --[written_by]--> Keith Samples
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie into the wild
Start Entity:     Into the Wild
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Into the Wild --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Into the Wild --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.372753
Path Entropy(↓):  4.617485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in last summer in the hamptons
Start Entity:     Last Summer in the Hamptons
Gold Answer:      [['Ezra D. Rappaport', 'Roland Emmerich', 'Harry Kurnitz', 'Victoria Foyt', 'Henry Jaglom', 'Dean Devlin', 'Morris Engel', 'George Oppenheimer', 'Herbert Dalmas', 'Norman Corwin']]
Predicted Ans:    Western
Predicted Path:   Last Summer in the Hamptons --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Run for Cover --[has_genre]--> Western
Path (Raw):       Last Summer in the Hamptons --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Run for Cover --[has_genre]--> Western
Neg LogProb(↓):   0.587255
Path Entropy(↓):  1.126677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Ann sheridan appears in which movies
Start Entity:     Ann Sheridan
Gold Answer:      [['They Drive by Night', 'The Man Who Came to Dinner', 'Black Legion', 'Edge of Darkness', 'City for Conquest', 'San Quentin', 'Kings Row', 'Torrid Zone', 'Castle on the Hudson', 'Dodge City', 'The Opposite Sex', 'The Unfaithful', 'Angels with Dirty Faces', 'George Washington Slept Here', 'I Was a Male War Bride']]
Predicted Ans:    The Opposite Sex
Predicted Path:   Ann Sheridan --[(INV) starred_actors]--> The Opposite Sex --[starred_actors]--> Dolores Gray --[(INV) starred_actors]--> The Opposite Sex
Path (Raw):       Ann Sheridan --[(INV) starred_actors]--> The Opposite Sex --[starred_actors]--> Dolores Gray --[(INV) starred_actors]--> The Opposite Sex
Neg LogProb(↓):   0.241988
Path Entropy(↓):  0.673920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of avanti!
Start Entity:     Avanti!
Gold Answer:      [['Walter Salles', 'Ernst Lubitsch', 'Sydney Pollack', 'Lewis Milestone', 'Billy Wilder', 'Mitchell Leisen', 'David Butler', 'Gilles Mimouni', 'Daniela Thomas', 'Howard Hawks']]
Predicted Ans:    Billy Wilder
Predicted Path:   Avanti! --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Path (Raw):       Avanti! --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.484276
Path Entropy(↓):  1.436518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film short night of glass dolls
Start Entity:     Short Night of Glass Dolls
Gold Answer:      [['1962', '1963', '1978', '1957', '2010', '1967', '1977']]
Predicted Ans:    1967
Predicted Path:   Short Night of Glass Dolls --[starred_actors]--> Jean Sorel --[(INV) starred_actors]--> Belle de Jour --[release_year]--> 1967
Path (Raw):       Short Night of Glass Dolls --[starred_actors]--> Jean Sorel --[(INV) starred_actors]--> Belle de Jour --[release_year]--> 1967
Neg LogProb(↓):   0.045447
Path Entropy(↓):  0.229643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does george reeves star in
Start Entity:     George Reeves
Gold Answer:      [['So Proudly We Hail!']]
Predicted Ans:    The Diary of a Chambermaid
Predicted Path:   George Reeves --[(INV) starred_actors]--> So Proudly We Hail! --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid
Path (Raw):       George Reeves --[(INV) starred_actors]--> So Proudly We Hail! --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> The Diary of a Chambermaid
Neg LogProb(↓):   0.062833
Path Entropy(↓):  0.304639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films together with michael backes
Start Entity:     Michael Backes
Gold Answer:      [['Philip Kaufman', 'Michael Crichton']]
Predicted Ans:    Philip Kaufman
Predicted Path:   Michael Backes --[(INV) written_by]--> Rising Sun --[written_by]--> Philip Kaufman
Path (Raw):       Michael Backes --[No Operation]--> Michael Backes --[(INV) written_by]--> Rising Sun --[written_by]--> Philip Kaufman
Neg LogProb(↓):   0.040368
Path Entropy(↓):  0.166638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by asin were in which languages
Start Entity:     Asin
Gold Answer:      [['Hindi']]
Predicted Ans:    Sajid Khan
Predicted Path:   Asin --[(INV) starred_actors]--> Housefull 2 --[directed_by]--> Sajid Khan
Path (Raw):       Asin --[No Operation]--> Asin --[(INV) starred_actors]--> Housefull 2 --[directed_by]--> Sajid Khan
Neg LogProb(↓):   0.384570
Path Entropy(↓):  0.800961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the films acted by richard kiley released
Start Entity:     Richard Kiley
Gold Answer:      [['1955', '1977']]
Predicted Ans:    1955
Predicted Path:   Richard Kiley --[(INV) starred_actors]--> The Phenix City Story --[release_year]--> 1955
Path (Raw):       Richard Kiley --[No Operation]--> Richard Kiley --[(INV) starred_actors]--> The Phenix City Story --[release_year]--> 1955
Neg LogProb(↓):   0.445563
Path Entropy(↓):  0.653152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is strayed
Start Entity:     Strayed
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Strayed --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Strayed --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.250485
Path Entropy(↓):  4.632208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by going my way actors release
Start Entity:     Going My Way
Gold Answer:      [['1946', '1954', '1936', '1941', '1974', '1933', '1951', '1947', '1956', '1948', '1942', '1940', '1981', '1962', '1934', '1964', '1950', '1960', '1945', '1937', '1952']]
Predicted Ans:    1945
Predicted Path:   Going My Way --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Path (Raw):       Going My Way --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Neg LogProb(↓):   0.863352
Path Entropy(↓):  1.692120
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the soldier also appears in which films
Start Entity:     The Soldier
Gold Answer:      [['Running Scared', 'Jinxed!', 'The Keep']]
Predicted Ans:    The Soldier
Predicted Path:   The Soldier --[starred_actors]--> Ken Wahl --[(INV) starred_actors]--> The Soldier
Path (Raw):       The Soldier --[starred_actors]--> Ken Wahl --[No Operation]--> Ken Wahl --[(INV) starred_actors]--> The Soldier
Neg LogProb(↓):   0.495135
Path Entropy(↓):  0.697404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies written by harold jacob smith
Start Entity:     Harold Jacob Smith
Gold Answer:      [['Stanley Kramer']]
Predicted Ans:    Stanley Kramer
Predicted Path:   Harold Jacob Smith --[(INV) written_by]--> Inherit the Wind --[directed_by]--> Stanley Kramer
Path (Raw):       Harold Jacob Smith --[No Operation]--> Harold Jacob Smith --[(INV) written_by]--> Inherit the Wind --[directed_by]--> Stanley Kramer
Neg LogProb(↓):   0.696509
Path Entropy(↓):  0.713302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with blonde
Start Entity:     blonde
Gold Answer:      [['Legally Blonde']]
Predicted Ans:    Legally Blonde
Predicted Path:   blonde --[(INV) has_tags]--> Legally Blonde --[has_tags]--> blonde --[(INV) has_tags]--> Legally Blonde
Path (Raw):       blonde --[(INV) has_tags]--> Legally Blonde --[has_tags]--> blonde --[(INV) has_tags]--> Legally Blonde
Neg LogProb(↓):   0.022318
Path Entropy(↓):  0.120562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the life of oharu
Start Entity:     The Life of Oharu
Gold Answer:      [['Kinuyo Tanaka']]
Predicted Ans:    Kinuyo Tanaka
Predicted Path:   The Life of Oharu --[starred_actors]--> Kinuyo Tanaka --[(INV) starred_actors]--> The Life of Oharu --[starred_actors]--> Kinuyo Tanaka
Path (Raw):       The Life of Oharu --[starred_actors]--> Kinuyo Tanaka --[(INV) starred_actors]--> The Life of Oharu --[starred_actors]--> Kinuyo Tanaka
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie spun are written by who
Start Entity:     Spun
Gold Answer:      [['Mitch Glazer', 'Steve Martin', 'Mickey Rourke', 'Mo Ogrodnik', 'Robert D. Siegel', 'Seth Zvi Rosenfeld', 'James Mangold', 'Spike Lee', 'Don Michael Paul', 'Sean McConville', 'David O. Russell', 'Jeff Baena', 'Richard Kelly', 'Joshua Michael Stern', 'Nora Roberts', 'Wes Anderson', 'Roman Coppola', 'Ken Friedman', 'Jason Schwartzman', 'Zalman King', 'Sam Harper', 'Oliver Stone', 'Jon Favreau', 'John Leguizamo', 'John Godey', 'Alan Parker', 'David Koepp', 'Owen Wilson', 'Phil Hay', 'Michael Cimino', 'Robert Daley', 'Matt Manfredi', 'Greg Coolidge', 'Francis Ford Coppola', 'Jason Mantzoukas', 'Anthony Peckham', 'Patrick Smith Kelly', 'Andrew Klavan', 'Lisa Davidowitz', 'Julia Dahl', 'Edwin Torres', 'Mark A.Z. Dippé', 'Todd McFarlane', 'Allison Jacobs', 'William Hjortsberg', 'Vincent Gallo', 'Amy Heckerling', 'Eleanor Perry', 'Theodore Isaac Rubin', 'Todd Louiso', 'Bernard Slade', 'Roald Dahl', 'Lawrence Konner', 'Mark Rosenthal', 'Joseph Hayes', 'Bruce Rubenstein', 'Donald E. Westlake', 'Jacob Koskoff', 'Ken Selden', 'Elmore Leonard', 'Scott Silver', 'Vincent Patrick', 'Michael J. Wilson', 'Charles Bukowski', 'Jack Higgins', 'Susanna Kaysen', 'Daniel Pyne']]
Predicted Ans:    Jack Higgins
Predicted Path:   Spun --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> A Prayer for the Dying --[written_by]--> Jack Higgins
Path (Raw):       Spun --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> A Prayer for the Dying --[written_by]--> Jack Higgins
Neg LogProb(↓):   0.670728
Path Entropy(↓):  1.065883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie adrift were released in which years
Start Entity:     Adrift
Gold Answer:      [['2012']]
Predicted Ans:    2009
Predicted Path:   Adrift --[directed_by]--> Heitor Dhalia --[(INV) directed_by]--> Adrift --[release_year]--> 2009
Path (Raw):       Adrift --[directed_by]--> Heitor Dhalia --[(INV) directed_by]--> Adrift --[release_year]--> 2009
Neg LogProb(↓):   0.696607
Path Entropy(↓):  0.716503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies acted by jeremy piven release
Start Entity:     Jeremy Piven
Gold Answer:      [['2006', '1997']]
Predicted Ans:    1997
Predicted Path:   Jeremy Piven --[(INV) starred_actors]--> Just Write --[release_year]--> 1997
Path (Raw):       Jeremy Piven --[No Operation]--> Jeremy Piven --[(INV) starred_actors]--> Just Write --[release_year]--> 1997
Neg LogProb(↓):   0.130695
Path Entropy(↓):  0.391248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by michael wilson
Start Entity:     Michael Wilson
Gold Answer:      [['Helena Bonham Carter', 'Maurice Evans', 'Gary Cooper', 'Danielle Darrieux', 'Elizabeth Taylor', "Peter O'Toole", 'Anthony Perkins', 'Richard Eyer', 'Montgomery Clift', 'Charlton Heston', 'Roddy McDowall', 'Dorothy McGuire', 'Anne Revere', 'Michael Clarke Duncan', 'Michael Rennie', 'Kim Hunter', 'Walter Hampden', 'Shelley Winters', 'Mark Wahlberg', 'Tim Roth', 'James Mason']]
Predicted Ans:    Charlton Heston
Predicted Path:   Michael Wilson --[(INV) written_by]--> Planet of the Apes --[starred_actors]--> Charlton Heston
Path (Raw):       Michael Wilson --[No Operation]--> Michael Wilson --[(INV) written_by]--> Planet of the Apes --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.989684
Path Entropy(↓):  1.258202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie thieves like us
Start Entity:     Thieves Like Us
Gold Answer:      [['Walter Hill', 'Robert Altman', 'Terry Gilliam', 'Stanley Kubrick', 'Eric Mandelbaum', 'Wesley Strick', 'Burt Kennedy', 'Alan Rudolph', 'Simon Wincer', 'Louis Malle', 'Josh Klausner']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Thieves Like Us --[starred_actors]--> Keith Carradine --[(INV) starred_actors]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Path (Raw):       Thieves Like Us --[starred_actors]--> Keith Carradine --[(INV) starred_actors]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   1.042382
Path Entropy(↓):  1.965605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the greatest show on earth was directed by who
Start Entity:     The Greatest Show on Earth
Gold Answer:      [['Cecil B. DeMille']]
Predicted Ans:    Cecil B. DeMille
Predicted Path:   The Greatest Show on Earth --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[directed_by]--> Cecil B. DeMille
Path (Raw):       The Greatest Show on Earth --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[directed_by]--> Cecil B. DeMille
Neg LogProb(↓):   0.301131
Path Entropy(↓):  0.972124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with nuts in
Start Entity:     Nuts
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Nuts --[written_by]--> Alvin Sargent --[(INV) written_by]--> Unfaithful --[in_language]--> French
Path (Raw):       Nuts --[written_by]--> Alvin Sargent --[(INV) written_by]--> Unfaithful --[in_language]--> French
Neg LogProb(↓):   0.007189
Path Entropy(↓):  0.045011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie dhoom
Start Entity:     Dhoom
Gold Answer:      [['Abhishek Bachchan', 'John Abraham', 'Uday Chopra', 'Esha Deol']]
Predicted Ans:    Esha Deol
Predicted Path:   Dhoom --[starred_actors]--> Esha Deol --[(INV) starred_actors]--> Dhoom --[starred_actors]--> Esha Deol
Path (Raw):       Dhoom --[starred_actors]--> Esha Deol --[(INV) starred_actors]--> Dhoom --[starred_actors]--> Esha Deol
Neg LogProb(↓):   0.710946
Path Entropy(↓):  1.646631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the losers were in which genres
Start Entity:     The Losers
Gold Answer:      [['Drama']]
Predicted Ans:    Action
Predicted Path:   The Losers --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[has_genre]--> Action
Path (Raw):       The Losers --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[has_genre]--> Action
Neg LogProb(↓):   0.007459
Path Entropy(↓):  0.044232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with ralph brown
Start Entity:     Ralph Brown
Gold Answer:      [['Alan Ford', 'Wesley Snipes', 'Lena Headey', 'Eliza Bennett']]
Predicted Ans:    Ralph Brown
Predicted Path:   Ralph Brown --[(INV) starred_actors]--> Mission London --[starred_actors]--> Ralph Brown
Path (Raw):       Ralph Brown --[No Operation]--> Ralph Brown --[(INV) starred_actors]--> Mission London --[starred_actors]--> Ralph Brown
Neg LogProb(↓):   0.000885
Path Entropy(↓):  0.007136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie nancy drew and the hidden staircase
Start Entity:     Nancy Drew and the Hidden Staircase
Gold Answer:      [['1956', '2013', '1938']]
Predicted Ans:    1938
Predicted Path:   Nancy Drew and the Hidden Staircase --[starred_actors]--> Bonita Granville --[(INV) starred_actors]--> White Banners --[release_year]--> 1938
Path (Raw):       Nancy Drew and the Hidden Staircase --[starred_actors]--> Bonita Granville --[(INV) starred_actors]--> White Banners --[release_year]--> 1938
Neg LogProb(↓):   0.112675
Path Entropy(↓):  0.490076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film dream house
Start Entity:     Dream House
Gold Answer:      [['1989']]
Predicted Ans:    2011
Predicted Path:   Dream House --[written_by]--> David Loucka --[(INV) written_by]--> Dream House --[release_year]--> 2011
Path (Raw):       Dream House --[written_by]--> David Loucka --[(INV) written_by]--> Dream House --[release_year]--> 2011
Neg LogProb(↓):   0.074772
Path Entropy(↓):  0.264152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of somersault
Start Entity:     Somersault
Gold Answer:      [['Cate Shortland']]
Predicted Ans:    Cate Shortland
Predicted Path:   Somersault --[written_by]--> Cate Shortland --[(INV) written_by]--> Somersault --[directed_by]--> Cate Shortland
Path (Raw):       Somersault --[written_by]--> Cate Shortland --[(INV) written_by]--> Somersault --[directed_by]--> Cate Shortland
Neg LogProb(↓):   0.000302
Path Entropy(↓):  0.002750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote traffic department
Start Entity:     Traffic Department
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Traffic Department --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department --[in_language]--> Polish
Path (Raw):       Traffic Department --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department --[in_language]--> Polish
Neg LogProb(↓):   0.000275
Path Entropy(↓):  0.002528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the face behind the mask
Start Entity:     The Face Behind the Mask
Gold Answer:      [['Fritz Lang', 'Lew Landers', 'John Huston', 'Gregory Ratoff', 'Irwin Allen', 'Menahem Golan', 'Antonia Bird', 'Boris Ingster', 'Jean Negulesco', 'Rouben Mamoulian', 'Ulli Lommel', 'Roy Del Ruth', 'Karl Freund', 'Joseph Zito', 'Raoul Walsh', 'Aki Kaurismäki', 'Alfred E. Green', 'Ken Annakin', 'S. Sylvan Simon', 'Jacques Tourneur', 'Elliott Nugent', 'Norman Foster', 'Joseph Losey', 'Alexander Hall', 'Vicente Aranda', 'Stuart Paton', 'Alfred Hitchcock', 'Sidney Lumet', 'Don Siegel', 'Roger Corman', 'Robert Florey', 'Edwin L. Marin', 'Josef von Sternberg', 'Phil Karlson', 'Peter Lorre', 'James McTeigue']]
Predicted Ans:    Roger Corman
Predicted Path:   The Face Behind the Mask --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       The Face Behind the Mask --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.564950
Path Entropy(↓):  1.473738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is 1984 about
Start Entity:     1984
Gold Answer:      [['michael anderson', 'george orwell']]
Predicted Ans:    Another Country
Predicted Path:   1984 --[(INV) release_year]--> Another Country --[written_by]--> Julian Mitchell --[(INV) written_by]--> Another Country
Path (Raw):       1984 --[(INV) release_year]--> Another Country --[written_by]--> Julian Mitchell --[(INV) written_by]--> Another Country
Neg LogProb(↓):   1.069026
Path Entropy(↓):  2.045615
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed american pie
Start Entity:     American Pie
Gold Answer:      [['2011', '2002', '2007']]
Predicted Ans:    2002
Predicted Path:   American Pie --[directed_by]--> Chris Weitz --[(INV) directed_by]--> About a Boy --[release_year]--> 2002
Path (Raw):       American Pie --[directed_by]--> Chris Weitz --[(INV) directed_by]--> About a Boy --[release_year]--> 2002
Neg LogProb(↓):   0.286092
Path Entropy(↓):  0.659030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie sabrina
Start Entity:     Sabrina
Gold Answer:      [['Barbara Benedek', 'Billy Wilder', 'Samuel A. Taylor', 'David Rayfiel', 'Ernest Lehman']]
Predicted Ans:    David Rayfiel
Predicted Path:   Sabrina --[written_by]--> David Rayfiel --[(INV) written_by]--> Three Days of the Condor --[written_by]--> David Rayfiel
Path (Raw):       Sabrina --[written_by]--> David Rayfiel --[(INV) written_by]--> Three Days of the Condor --[written_by]--> David Rayfiel
Neg LogProb(↓):   0.110665
Path Entropy(↓):  0.526076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of ash wednesday
Start Entity:     Ash Wednesday
Gold Answer:      [['Nice Guy Johnny', 'The Brothers McMullen', 'Newlyweds', 'The Groomsmen', 'Sidewalks of New York', 'The Fitzgerald Family Christmas', 'No Looking Back', "She's the One", 'Purple Violets']]
Predicted Ans:    She's the One
Predicted Path:   Ash Wednesday --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One
Path (Raw):       Ash Wednesday --[No Operation]--> Ash Wednesday --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One
Neg LogProb(↓):   0.593445
Path Entropy(↓):  1.689434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by kay francis were written by who
Start Entity:     Kay Francis
Gold Answer:      [['Bertram Bloch', 'Bessie Breuer', 'Ladislas Fodor', 'Sidney Howard']]
Predicted Ans:    Bertram Bloch
Predicted Path:   Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       Kay Francis --[No Operation]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.007791
Path Entropy(↓):  0.055820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie the happy time
Start Entity:     The Happy Time
Gold Answer:      [['Samuel A. Taylor', 'Robert Fontaine']]
Predicted Ans:    Robert Fontaine
Predicted Path:   The Happy Time --[written_by]--> Robert Fontaine --[(INV) written_by]--> The Happy Time --[written_by]--> Robert Fontaine
Path (Raw):       The Happy Time --[written_by]--> Robert Fontaine --[(INV) written_by]--> The Happy Time --[written_by]--> Robert Fontaine
Neg LogProb(↓):   0.074208
Path Entropy(↓):  0.277909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for joey
Start Entity:     Joey
Gold Answer:      [['Roland Emmerich']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Joey --[written_by]--> Roland Emmerich --[(INV) written_by]--> Moon 44 --[written_by]--> Roland Emmerich
Path (Raw):       Joey --[written_by]--> Roland Emmerich --[(INV) written_by]--> Moon 44 --[written_by]--> Roland Emmerich
Neg LogProb(↓):   0.532836
Path Entropy(↓):  1.105792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the cop in blue jeans
Start Entity:     The Cop in Blue Jeans
Gold Answer:      [['Delitto al ristorante cinese', 'Run, Man, Run', 'Delitto a Porta Romana', 'Washington Heights']]
Predicted Ans:    Delitto a Porta Romana
Predicted Path:   The Cop in Blue Jeans --[starred_actors]--> Tomas Milian --[(INV) starred_actors]--> Delitto a Porta Romana
Path (Raw):       The Cop in Blue Jeans --[starred_actors]--> Tomas Milian --[No Operation]--> Tomas Milian --[(INV) starred_actors]--> Delitto a Porta Romana
Neg LogProb(↓):   0.182023
Path Entropy(↓):  0.678044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the lincoln lawyer
Start Entity:     The Lincoln Lawyer
Gold Answer:      [['Stephen Frears', 'Kimberly Peirce', 'Stuart Gordon', 'John Requa', 'Glenn Ficarra', 'Kinka Usher', 'Todd Field', 'Ariel Vromen', 'Martin Scorsese', 'Peter Howitt', 'Steven Silver', 'Marc Lawrence', 'Tamara Jenkins', 'Mike Gunther', 'Gerald McMorrow', 'Bill Paxton', 'Jonathan Mostow', 'Donald Petrie', 'William Friedkin', 'Jim Gillespie', 'Ethan Coen', 'David Mamet', 'Mark Illsley', 'Lee Daniels', 'Ron Howard', 'Christopher Nolan', 'Ruba Nadda', 'Richard Linklater', 'Steven Schachter', 'Albert Dupontel', 'Jorma Taccone', 'Tony Bill', 'Andy Fickman', 'Harvey Kahn', 'David M. Rosenthal', 'Tony Giglio', 'Daisy von Scherler Mayer', 'Jonathan Lynn', 'Mark Christopher', 'Joel Schumacher', 'Steven Soderbergh', 'Andy Tennant', 'Mira Nair', 'Walt Becker', 'Hideo Nakata', 'David DeFalco', 'Christopher McQuarrie', 'Jeff Nichols', 'Rob Bowman', 'Sidney Lumet', 'Coline Serreau', 'McG', 'Darren Aronofsky', 'Breck Eisner', 'Mark Waters', 'Adam Shankman', 'Norman Jewison', 'Joel Coen', 'S.R. Bindler', 'Mark Duplass', 'Joe Charbanic', 'Gary Ross', 'Brian Hecker', 'Nick Cassavetes']]
Predicted Ans:    Richard Linklater
Predicted Path:   The Lincoln Lawyer --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[directed_by]--> Richard Linklater
Path (Raw):       The Lincoln Lawyer --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[directed_by]--> Richard Linklater
Neg LogProb(↓):   1.191460
Path Entropy(↓):  2.242494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of running on empty
Start Entity:     Running on Empty
Gold Answer:      [['Barbara Hershey', 'Debra Winger', 'Dakota Fanning', 'Halle Berry', 'Juliette Binoche', 'Richard Gere', 'Elizabeth Olsen', 'Jessica Lange']]
Predicted Ans:    Barbara Hershey
Predicted Path:   Running on Empty --[written_by]--> Naomi Foner --[(INV) written_by]--> A Dangerous Woman --[starred_actors]--> Barbara Hershey
Path (Raw):       Running on Empty --[written_by]--> Naomi Foner --[(INV) written_by]--> A Dangerous Woman --[starred_actors]--> Barbara Hershey
Neg LogProb(↓):   0.177706
Path Entropy(↓):  0.487142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did levon helm act in
Start Entity:     Levon Helm
Gold Answer:      [["Coal Miner's Daughter"]]
Predicted Ans:    Coal Miner's Daughter
Predicted Path:   Levon Helm --[(INV) starred_actors]--> Coal Miner's Daughter --[written_by]--> George Vecsey --[(INV) written_by]--> Coal Miner's Daughter
Path (Raw):       Levon Helm --[(INV) starred_actors]--> Coal Miner's Daughter --[written_by]--> George Vecsey --[(INV) written_by]--> Coal Miner's Daughter
Neg LogProb(↓):   0.382760
Path Entropy(↓):  0.644809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote robocop 3
Start Entity:     RoboCop 3
Gold Answer:      [['1986', '2008', '2005', '1987']]
Predicted Ans:    1993
Predicted Path:   RoboCop 3 --[written_by]--> Fred Dekker --[(INV) written_by]--> RoboCop 3 --[release_year]--> 1993
Path (Raw):       RoboCop 3 --[written_by]--> Fred Dekker --[(INV) written_by]--> RoboCop 3 --[release_year]--> 1993
Neg LogProb(↓):   0.436058
Path Entropy(↓):  0.870386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the enchanted cottage were in which genres
Start Entity:     The Enchanted Cottage
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Crime', 'Fantasy', 'Comedy', 'Mystery', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Enchanted Cottage --[starred_actors]--> Dorothy McGuire --[(INV) starred_actors]--> A Summer Place --[has_genre]--> Drama
Path (Raw):       The Enchanted Cottage --[starred_actors]--> Dorothy McGuire --[(INV) starred_actors]--> A Summer Place --[has_genre]--> Drama
Neg LogProb(↓):   0.247512
Path Entropy(↓):  0.626992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by audrey tautou fall under
Start Entity:     Audrey Tautou
Gold Answer:      [['Thriller', 'Fantasy', 'Mystery', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Path (Raw):       Audrey Tautou --[No Operation]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Neg LogProb(↓):   0.196909
Path Entropy(↓):  0.743697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe rambo
Start Entity:     Rambo
Gold Answer:      [['sylvester stallone', 'war', 'action', 'r']]
Predicted Ans:    sylvester stallone
Predicted Path:   Rambo --[has_tags]--> sylvester stallone --[(INV) has_tags]--> Rambo --[has_tags]--> sylvester stallone
Path (Raw):       Rambo --[has_tags]--> sylvester stallone --[(INV) has_tags]--> Rambo --[has_tags]--> sylvester stallone
Neg LogProb(↓):   0.511642
Path Entropy(↓):  0.871627
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does hugues quester appear in
Start Entity:     Hugues Quester
Gold Answer:      [['A Tale of Springtime']]
Predicted Ans:    A Tale of Springtime
Predicted Path:   Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime --[starred_actors]--> Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime
Path (Raw):       Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime --[starred_actors]--> Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime
Neg LogProb(↓):   0.006419
Path Entropy(↓):  0.042485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of somewhere in the night were directed by who
Start Entity:     Somewhere in the Night
Gold Answer:      [['William A. Seiter', 'Cecil B. DeMille', 'Tim Burton', 'Ernst Lubitsch', 'Stephen Roberts', 'Phillip Noyce', 'Norman Taurog', 'Edward F. Cline', 'John M. Stahl', 'W.S. Van Dyke', 'Eduardo Mignogna', 'James Cruze', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'H. Bruce Humberstone']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Somewhere in the Night --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Somewhere in the Night --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.786997
Path Entropy(↓):  1.695152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of 10 things i hate about you
Start Entity:     10 Things I Hate About You
Gold Answer:      [['Casanova', 'The Dark Knight', 'A Guy Thing', 'Down to You', 'The Cry of the Owl', 'The Prince and Me', 'Ned Kelly', 'Two Hands', "A Knight's Tale", 'Candy', 'Brokeback Mountain', 'Carolina', 'The Business of Strangers', 'Mona Lisa Smile', 'Wicked', 'The Bourne Supremacy', 'Save the Last Dance', 'The Patriot', 'The Order']]
Predicted Ans:    English
Predicted Path:   10 Things I Hate About You --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> Ned Kelly --[in_language]--> English
Path (Raw):       10 Things I Hate About You --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> Ned Kelly --[in_language]--> English
Neg LogProb(↓):   0.479092
Path Entropy(↓):  0.885252
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of the king and i
Start Entity:     The King and I
Gold Answer:      [['1939', '1948', '1933', '1954', '1957', '1960', '1951', '1940', '1918', '1953', '1947', '1945', '1941', '1952']]
Predicted Ans:    1954
Predicted Path:   The King and I --[directed_by]--> Walter Lang --[(INV) directed_by]--> There's No Business Like Show Business --[release_year]--> 1954
Path (Raw):       The King and I --[directed_by]--> Walter Lang --[(INV) directed_by]--> There's No Business Like Show Business --[release_year]--> 1954
Neg LogProb(↓):   0.543404
Path Entropy(↓):  1.637198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by gene nelson released
Start Entity:     Gene Nelson
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Gene Nelson --[(INV) written_by]--> The Cool Ones --[release_year]--> 1967
Path (Raw):       Gene Nelson --[No Operation]--> Gene Nelson --[(INV) written_by]--> The Cool Ones --[release_year]--> 1967
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with rodney dangerfield
Start Entity:     Rodney Dangerfield
Gold Answer:      [['Daniel Espinosa', 'Jens Lapidus', 'Michael Endler', 'Dennis Blair']]
Predicted Ans:    Dennis Blair
Predicted Path:   Rodney Dangerfield --[(INV) written_by]--> Easy Money --[written_by]--> Dennis Blair
Path (Raw):       Rodney Dangerfield --[No Operation]--> Rodney Dangerfield --[(INV) written_by]--> Easy Money --[written_by]--> Dennis Blair
Neg LogProb(↓):   0.026269
Path Entropy(↓):  0.126507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by claudia abreu were directed by who
Start Entity:     Cláudia Abreu
Gold Answer:      [['José Henrique Fonseca']]
Predicted Ans:    José Henrique Fonseca
Predicted Path:   Cláudia Abreu --[(INV) starred_actors]--> The Man of the Year --[directed_by]--> José Henrique Fonseca
Path (Raw):       Cláudia Abreu --[No Operation]--> Cláudia Abreu --[(INV) starred_actors]--> The Man of the Year --[directed_by]--> José Henrique Fonseca
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by taylor nichols
Start Entity:     Taylor Nichols
Gold Answer:      [['Whit Stillman']]
Predicted Ans:    Whit Stillman
Predicted Path:   Taylor Nichols --[(INV) starred_actors]--> Barcelona --[directed_by]--> Whit Stillman
Path (Raw):       Taylor Nichols --[No Operation]--> Taylor Nichols --[(INV) starred_actors]--> Barcelona --[directed_by]--> Whit Stillman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed racing stripes
Start Entity:     Racing Stripes
Gold Answer:      [['Frederik Du Chau']]
Predicted Ans:    Frederik Du Chau
Predicted Path:   Racing Stripes --[directed_by]--> Frederik Du Chau --[(INV) directed_by]--> Underdog --[directed_by]--> Frederik Du Chau
Path (Raw):       Racing Stripes --[directed_by]--> Frederik Du Chau --[(INV) directed_by]--> Underdog --[directed_by]--> Frederik Du Chau
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the just a kiss director
Start Entity:     Just a Kiss
Gold Answer:      [['Charles Bukowski', 'Dan Klores', 'Dominique Deruddere']]
Predicted Ans:    Patrick Breen
Predicted Path:   Just a Kiss --[directed_by]--> Fisher Stevens --[(INV) directed_by]--> Just a Kiss --[written_by]--> Patrick Breen
Path (Raw):       Just a Kiss --[directed_by]--> Fisher Stevens --[(INV) directed_by]--> Just a Kiss --[written_by]--> Patrick Breen
Neg LogProb(↓):   0.029742
Path Entropy(↓):  0.153158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of robert glaudini written films
Start Entity:     Robert Glaudini
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Robert Glaudini --[(INV) written_by]--> Jack Goes Boating --[release_year]--> 2010
Path (Raw):       Robert Glaudini --[No Operation]--> Robert Glaudini --[(INV) written_by]--> Jack Goes Boating --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Robert resnikoff was the director of which movies
Start Entity:     Robert Resnikoff
Gold Answer:      [['The First Power']]
Predicted Ans:    The First Power
Predicted Path:   Robert Resnikoff --[(INV) directed_by]--> The First Power --[directed_by]--> Robert Resnikoff --[(INV) directed_by]--> The First Power
Path (Raw):       Robert Resnikoff --[(INV) directed_by]--> The First Power --[directed_by]--> Robert Resnikoff --[(INV) directed_by]--> The First Power
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by andre fabrizio release
Start Entity:     Andre Fabrizio
Gold Answer:      [['2008', '2015']]
Predicted Ans:    2008
Predicted Path:   Andre Fabrizio --[(INV) written_by]--> Vice --[release_year]--> 2008
Path (Raw):       Andre Fabrizio --[No Operation]--> Andre Fabrizio --[(INV) written_by]--> Vice --[release_year]--> 2008
Neg LogProb(↓):   0.099126
Path Entropy(↓):  0.312547
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by edward n. luttwak in
Start Entity:     Edward N. Luttwak
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Edward N. Luttwak --[(INV) written_by]--> Power Play --[has_genre]--> Thriller
Path (Raw):       Edward N. Luttwak --[No Operation]--> Edward N. Luttwak --[(INV) written_by]--> Power Play --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of getaway
Start Entity:     Getaway
Gold Answer:      [['Donald Sutherland', 'Sissy Spacek', "James D'Arcy"]]
Predicted Ans:    Ethan Hawke
Predicted Path:   Getaway --[directed_by]--> Courtney Solomon --[(INV) directed_by]--> Getaway --[starred_actors]--> Ethan Hawke
Path (Raw):       Getaway --[directed_by]--> Courtney Solomon --[(INV) directed_by]--> Getaway --[starred_actors]--> Ethan Hawke
Neg LogProb(↓):   0.070945
Path Entropy(↓):  0.250649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by charlie cox
Start Entity:     Charlie Cox
Gold Answer:      [['Charles Martin Smith', 'Roland Joffé']]
Predicted Ans:    Roland Joffé
Predicted Path:   Charlie Cox --[(INV) starred_actors]--> There Be Dragons --[written_by]--> Roland Joffé
Path (Raw):       Charlie Cox --[No Operation]--> Charlie Cox --[(INV) starred_actors]--> There Be Dragons --[written_by]--> Roland Joffé
Neg LogProb(↓):   0.000544
Path Entropy(↓):  0.004632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of tension
Start Entity:     Tension
Gold Answer:      [['1974', '1951']]
Predicted Ans:    1951
Predicted Path:   Tension --[directed_by]--> John Berry --[(INV) directed_by]--> He Ran All the Way --[release_year]--> 1951
Path (Raw):       Tension --[directed_by]--> John Berry --[(INV) directed_by]--> He Ran All the Way --[release_year]--> 1951
Neg LogProb(↓):   0.615306
Path Entropy(↓):  0.724768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by roger daltrey
Start Entity:     Roger Daltrey
Gold Answer:      [['Ken Russell']]
Predicted Ans:    Ken Russell
Predicted Path:   Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[directed_by]--> Ken Russell
Path (Raw):       Roger Daltrey --[No Operation]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.014002
Path Entropy(↓):  0.074773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film at any price
Start Entity:     At Any Price
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   At Any Price --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       At Any Price --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   3.137840
Path Entropy(↓):  4.445999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of this woman is dangerous
Start Entity:     This Woman Is Dangerous
Gold Answer:      [['Ted North', 'Lawrence Tierney', 'Kirk Douglas']]
Predicted Ans:    Kirk Douglas
Predicted Path:   This Woman Is Dangerous --[directed_by]--> Felix E. Feist --[(INV) directed_by]--> The Big Trees --[starred_actors]--> Kirk Douglas
Path (Raw):       This Woman Is Dangerous --[directed_by]--> Felix E. Feist --[(INV) directed_by]--> The Big Trees --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.001141
Path Entropy(↓):  0.009185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of vinay virmani written films
Start Entity:     Vinay Virmani
Gold Answer:      [['Robert Lieberman']]
Predicted Ans:    Robert Lieberman
Predicted Path:   Vinay Virmani --[(INV) written_by]--> Breakaway --[directed_by]--> Robert Lieberman
Path (Raw):       Vinay Virmani --[No Operation]--> Vinay Virmani --[(INV) written_by]--> Breakaway --[directed_by]--> Robert Lieberman
Neg LogProb(↓):   0.278207
Path Entropy(↓):  0.554360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by mel gibson
Start Entity:     Mel Gibson
Gold Answer:      [['Adrian Grunberg']]
Predicted Ans:    Mel Gibson
Predicted Path:   Mel Gibson --[(INV) directed_by]--> Apocalypto --[directed_by]--> Mel Gibson
Path (Raw):       Mel Gibson --[No Operation]--> Mel Gibson --[(INV) directed_by]--> Apocalypto --[directed_by]--> Mel Gibson
Neg LogProb(↓):   1.064034
Path Entropy(↓):  1.890616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in the blacksmith
Start Entity:     The Blacksmith
Gold Answer:      [['Western', 'Musical', 'Short', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Blacksmith --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[has_genre]--> Comedy
Path (Raw):       The Blacksmith --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[has_genre]--> Comedy
Neg LogProb(↓):   0.833400
Path Entropy(↓):  1.647401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of pocketful of miracles
Start Entity:     Pocketful of Miracles
Gold Answer:      [['Now, Voyager', 'What Ever Happened to Baby Jane?', "It's Love I'm After", 'All This, and Heaven Too', 'The Catered Affair', 'Jubal', 'Deception', 'The Violent Men', 'Old Acquaintance', 'The Undercover Man', 'Madame Sin', 'The Secret of Convict Lake', 'Affair in Trinidad', 'Advance to the Rear', 'Trial', 'The Star', 'The Nanny', 'Satan Met a Lady', 'The Visitor', 'The Sheepman', 'The Anniversary', 'Dark Victory', 'Dangerous', 'Marked Woman', 'The Man Who Came to Dinner', 'Fate Is the Hunter', 'In This Our Life', 'Kid Galahad', 'The Corn Is Green', 'Lust for Gold', 'The Dark Horse', 'The Watcher in the Woods', 'The Petrified Forest', 'Interrupted Melody', 'The Desperadoes', 'The Big Heat', 'The Private Lives of Elizabeth and Essex', 'Ex-Lady', 'Dead Ringer', 'The Man from the Alamo', 'Cimarron', 'Beyond the Forest', 'The Mating of Millie', 'Texas', 'Storm Center', 'Experiment in Terror', 'The Great Lie', '20,000 Years in Sing Sing', 'Destroyer', 'The Cabin in the Cotton', 'All About Eve', 'A Stolen Life', 'Watch on the Rhine', 'Gilda', 'Where Love Has Gone', 'The Whales of August', "Don't Go Near the Water", "The Courtship of Eddie's Father", 'The Bride Came C.O.D.', 'Happy Birthday to Me', 'Mr. Skeffington', 'The Letter', 'Return from Witch Mountain', 'The Virgin Queen', "Another Man's Poison", 'Of Human Bondage', 'The Fastest Gun Alive', 'The Loves of Carmen', 'Cowboy', 'Thank Your Lucky Stars', 'A Time for Killing', 'Dear Heart', 'Jezebel', 'Torpedo Run', 'Midway']]
Predicted Ans:    All This, and Heaven Too
Predicted Path:   Pocketful of Miracles --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too
Path (Raw):       Pocketful of Miracles --[starred_actors]--> Bette Davis --[No Operation]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too
Neg LogProb(↓):   1.304958
Path Entropy(↓):  2.522861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of saratoga trunk starred who
Start Entity:     Saratoga Trunk
Gold Answer:      [['June Allyson', 'Fay Bainter', 'Martha Scott', 'Babe Ruth', 'Van Johnson', 'Gary Cooper', 'Walter Pidgeon', 'Greer Garson', 'Groucho Marx', 'William Holden', 'Ann Sheridan', 'Brian Donlevy', 'Vivien Leigh', 'Ingrid Bergman', 'Robert Donat', 'Beulah Bondi', 'Robert Cummings', 'Teresa Wright', 'Joan Crawford', 'Charles Coburn', 'Kitty Carlisle', 'Walter Brennan', 'Akim Tamiroff', 'Betty Field', 'Harpo Marx', 'Chico Marx', 'Frank Morgan', 'Ronald Reagan', 'Clark Gable', 'Robert Armstrong', 'Jean Arthur']]
Predicted Ans:    Joan Crawford
Predicted Path:   Saratoga Trunk --[directed_by]--> Sam Wood --[(INV) directed_by]--> Paid --[starred_actors]--> Joan Crawford
Path (Raw):       Saratoga Trunk --[directed_by]--> Sam Wood --[(INV) directed_by]--> Paid --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.659671
Path Entropy(↓):  1.353154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film defendor was written by who
Start Entity:     Defendor
Gold Answer:      [['Peter Stebbings']]
Predicted Ans:    Peter Stebbings
Predicted Path:   Defendor --[written_by]--> Peter Stebbings --[(INV) written_by]--> Defendor --[written_by]--> Peter Stebbings
Path (Raw):       Defendor --[written_by]--> Peter Stebbings --[(INV) written_by]--> Defendor --[written_by]--> Peter Stebbings
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film sweet november
Start Entity:     Sweet November
Gold Answer:      [['Herman Raucher']]
Predicted Ans:    Herman Raucher
Predicted Path:   Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> Watermelon Man --[written_by]--> Herman Raucher
Path (Raw):       Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> Watermelon Man --[written_by]--> Herman Raucher
Neg LogProb(↓):   0.702357
Path Entropy(↓):  0.749000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jay thomas
Start Entity:     Jay Thomas
Gold Answer:      [['Patrick Sheane Duncan']]
Predicted Ans:    Patrick Sheane Duncan
Predicted Path:   Jay Thomas --[(INV) starred_actors]--> Mr. Holland's Opus --[written_by]--> Patrick Sheane Duncan
Path (Raw):       Jay Thomas --[No Operation]--> Jay Thomas --[(INV) starred_actors]--> Mr. Holland's Opus --[written_by]--> Patrick Sheane Duncan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by aaron mcgruder were released in which years
Start Entity:     Aaron McGruder
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Aaron McGruder --[(INV) written_by]--> Red Tails --[release_year]--> 2012
Path (Raw):       Aaron McGruder --[No Operation]--> Aaron McGruder --[(INV) written_by]--> Red Tails --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed occident
Start Entity:     Occident
Gold Answer:      [['Cristian Mungiu']]
Predicted Ans:    Cristian Mungiu
Predicted Path:   Occident --[directed_by]--> Cristian Mungiu --[(INV) directed_by]--> Occident --[written_by]--> Cristian Mungiu
Path (Raw):       Occident --[directed_by]--> Cristian Mungiu --[(INV) directed_by]--> Occident --[written_by]--> Cristian Mungiu
Neg LogProb(↓):   0.573152
Path Entropy(↓):  0.716166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of tie me up! tie me down!
Start Entity:     Tie Me Up! Tie Me Down!
Gold Answer:      [['Law of Desire', 'Dark Habits', 'Kika', 'The Flower of My Secret', 'What Have I Done to Deserve This?', 'Labyrinth of Passion', 'Matador', 'Volver', 'Broken Embraces', 'The Skin I Live In', 'High Heels', 'Bad Education', 'All About My Mother', 'Live Flesh', 'Talk to Her', 'Women on the Verge of a Nervous Breakdown']]
Predicted Ans:    The Skin I Live In
Predicted Path:   Tie Me Up! Tie Me Down! --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> The Skin I Live In
Path (Raw):       Tie Me Up! Tie Me Down! --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> The Skin I Live In --[No Operation]--> The Skin I Live In
Neg LogProb(↓):   0.970460
Path Entropy(↓):  1.534166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - directors of bela balazs
Start Entity:     Béla Balázs
Gold Answer:      [['Leni Riefenstahl']]
Predicted Ans:    Leni Riefenstahl
Predicted Path:   Béla Balázs --[(INV) directed_by]--> The Blue Light --[directed_by]--> Leni Riefenstahl
Path (Raw):       Béla Balázs --[No Operation]--> Béla Balázs --[(INV) directed_by]--> The Blue Light --[directed_by]--> Leni Riefenstahl
Neg LogProb(↓):   0.302228
Path Entropy(↓):  0.803270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with temple grandin fall under
Start Entity:     Temple Grandin
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Temple Grandin --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> It's All About Love --[has_genre]--> Drama
Path (Raw):       Temple Grandin --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> It's All About Love --[has_genre]--> Drama
Neg LogProb(↓):   0.113123
Path Entropy(↓):  0.508156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film i accuse
Start Entity:     I Accuse
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   I Accuse --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       I Accuse --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.279511
Path Entropy(↓):  4.572160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is linda linda linda in
Start Entity:     Linda Linda Linda
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Linda Linda Linda --[in_language]--> Japanese --[(INV) in_language]--> Onibi --[in_language]--> Japanese
Path (Raw):       Linda Linda Linda --[in_language]--> Japanese --[(INV) in_language]--> Onibi --[in_language]--> Japanese
Neg LogProb(↓):   2.113732
Path Entropy(↓):  3.298904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by crossing the bridge actors release
Start Entity:     Crossing the Bridge
Gold Answer:      [['1995', '1998', '2001', '2008', '2010', '1991', '1996', '1994', '1986']]
Predicted Ans:    1998
Predicted Path:   Crossing the Bridge --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> One Tough Cop --[release_year]--> 1998
Path (Raw):       Crossing the Bridge --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> One Tough Cop --[release_year]--> 1998
Neg LogProb(↓):   0.658275
Path Entropy(↓):  1.204885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by robert ellis miller starred who
Start Entity:     Robert Ellis Miller
Gold Answer:      [['Jason Robards', 'Tom Conti', 'Dean Jones', 'Joel Fabiani', 'Roberts Blossom', 'Alan Arkin', 'Kelly McGillis', 'Brooke Shields', 'Jane Fonda', 'Timothy Dalton']]
Predicted Ans:    Timothy Dalton
Predicted Path:   Robert Ellis Miller --[(INV) directed_by]--> Brenda Starr --[starred_actors]--> Timothy Dalton
Path (Raw):       Robert Ellis Miller --[No Operation]--> Robert Ellis Miller --[(INV) directed_by]--> Brenda Starr --[starred_actors]--> Timothy Dalton
Neg LogProb(↓):   0.142511
Path Entropy(↓):  0.514367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the french connection
Start Entity:     The French Connection
Gold Answer:      [['1968', '1976', '2000', '1975', '1971', '1973', '1979']]
Predicted Ans:    1971
Predicted Path:   The French Connection --[written_by]--> Ernest Tidyman --[(INV) written_by]--> Shaft --[release_year]--> 1971
Path (Raw):       The French Connection --[written_by]--> Ernest Tidyman --[(INV) written_by]--> Shaft --[release_year]--> 1971
Neg LogProb(↓):   1.532742
Path Entropy(↓):  2.215069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the glass web
Start Entity:     The Glass Web
Gold Answer:      [['Richard Matheson', 'Martin Berkeley', 'Robert M. Fresco', 'Hal Kanter', 'Jack Arnold', 'Leonard Wibberley', 'Frank Telford', 'John McGreevey', 'Stanley Mann', 'Valentine Davies', 'Vera Caspary', 'Ivan Tors', 'Roger MacDougall', 'Ray Bradbury']]
Predicted Ans:    Hal Kanter
Predicted Path:   The Glass Web --[directed_by]--> Jack Arnold --[(INV) directed_by]--> Bachelor in Paradise --[written_by]--> Hal Kanter
Path (Raw):       The Glass Web --[directed_by]--> Jack Arnold --[(INV) directed_by]--> Bachelor in Paradise --[written_by]--> Hal Kanter
Neg LogProb(↓):   1.154711
Path Entropy(↓):  2.116321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in errors of the human body
Start Entity:     Errors of the Human Body
Gold Answer:      [['Michael Eklund']]
Predicted Ans:    Luke Goss
Predicted Path:   Errors of the Human Body --[starred_actors]--> Michael Eklund --[(INV) starred_actors]--> Pressed --[starred_actors]--> Luke Goss
Path (Raw):       Errors of the Human Body --[starred_actors]--> Michael Eklund --[(INV) starred_actors]--> Pressed --[starred_actors]--> Luke Goss
Neg LogProb(↓):   1.060267
Path Entropy(↓):  1.451400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the broadway melody of 1938 director
Start Entity:     Broadway Melody of 1938
Gold Answer:      [['Jack McGowan', 'Harry W. Conn', 'Booth Tarkington', 'Sid Silvers', 'Oscar Hammerstein II', 'John D. Klorer', 'Maude Fulton', 'Dashiell Hammett', 'George S. Kaufman', 'Rosalind Keating Shaffer', 'John Huston', 'Edgar Allan Poe', 'Brown Holmes', 'Roland Kibbee', 'Moss Hart', 'Devery Freeman']]
Predicted Ans:    Brown Holmes
Predicted Path:   Broadway Melody of 1938 --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[written_by]--> Brown Holmes
Path (Raw):       Broadway Melody of 1938 --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[written_by]--> Brown Holmes
Neg LogProb(↓):   0.870472
Path Entropy(↓):  1.533518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with rob brown
Start Entity:     Rob Brown
Gold Answer:      [['Sean Connery', 'Anna Paquin', 'Alfre Woodard', 'F. Murray Abraham', 'Samuel L. Jackson', 'Yaya DaCosta', 'Antonio Banderas', 'Dennis Quaid']]
Predicted Ans:    Sean Connery
Predicted Path:   Rob Brown --[(INV) starred_actors]--> Finding Forrester --[starred_actors]--> Sean Connery
Path (Raw):       Rob Brown --[No Operation]--> Rob Brown --[(INV) starred_actors]--> Finding Forrester --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.026476
Path Entropy(↓):  0.134856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie four sons
Start Entity:     Four Sons
Gold Answer:      [['1928']]
Predicted Ans:    1940
Predicted Path:   Four Sons --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Path (Raw):       Four Sons --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Neg LogProb(↓):   1.935678
Path Entropy(↓):  3.472472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie angel
Start Entity:     Angel
Gold Answer:      [['Ernst Lubitsch']]
Predicted Ans:    Neil Jordan
Predicted Path:   Angel --[directed_by]--> Neil Jordan --[(INV) directed_by]--> The Good Thief --[directed_by]--> Neil Jordan
Path (Raw):       Angel --[directed_by]--> Neil Jordan --[(INV) directed_by]--> The Good Thief --[directed_by]--> Neil Jordan
Neg LogProb(↓):   0.741022
Path Entropy(↓):  1.072092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films written by mickey rapkin
Start Entity:     Mickey Rapkin
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mickey Rapkin --[(INV) written_by]--> Pitch Perfect --[has_genre]--> Comedy
Path (Raw):       Mickey Rapkin --[No Operation]--> Mickey Rapkin --[(INV) written_by]--> Pitch Perfect --[has_genre]--> Comedy
Neg LogProb(↓):   0.000603
Path Entropy(↓):  0.005074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie holiday inn
Start Entity:     Holiday Inn
Gold Answer:      [['Fred Astaire', 'Bing Crosby']]
Predicted Ans:    Bing Crosby
Predicted Path:   Holiday Inn --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> Going Hollywood --[starred_actors]--> Bing Crosby
Path (Raw):       Holiday Inn --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> Going Hollywood --[starred_actors]--> Bing Crosby
Neg LogProb(↓):   0.581532
Path Entropy(↓):  0.688769
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the million dollar hotel also starred in which films
Start Entity:     The Million Dollar Hotel
Gold Answer:      [['Mad Max Beyond Thunderdome', 'We Were Soldiers', 'Tequila Sunrise', 'Lethal Weapon 2', 'Dummy', 'Kuffs', '.45', 'Machete Kills', 'Helter Skelter', 'Payback', 'The Year of Living Dangerously', 'Return to the Blue Lagoon', 'Attack Force Z', 'Mrs. Soffel', 'CQ', 'A Perfect Getaway', 'Maverick', '29 Palms', 'Hamlet', 'Forever Young', 'Edge of Darkness', 'Conspiracy Theory', 'Lethal Weapon', 'Air America', 'The Fifth Element', 'What Women Want', 'Faces in the Crowd', 'Bringing Up Bobby', 'Signs', 'Ransom', 'Lethal Weapon 4', 'Dazed and Confused', 'The Man Without a Face', 'No Good Deed', 'The Locusts', 'Bird on a Wire', 'Ultraviolet', 'Get the Gringo', 'Mad Max', 'Lethal Weapon 3', 'The Beaver', 'The Bounty', 'Chicken Run', 'The River', 'The Fourth Kind', 'The Patriot', 'Teknolust', 'The Singing Detective', 'Stone', 'The Three Musketeers']]
Predicted Ans:    The Fifth Element
Predicted Path:   The Million Dollar Hotel --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> The Fifth Element
Path (Raw):       The Million Dollar Hotel --[starred_actors]--> Milla Jovovich --[No Operation]--> Milla Jovovich --[(INV) starred_actors]--> The Fifth Element
Neg LogProb(↓):   1.525256
Path Entropy(↓):  1.947000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the end of violence
Start Entity:     The End of Violence
Gold Answer:      [['2003', '1992', '1993', '1984', '1998', '2004', '1994', '1995', '2001', '1990', '1996', '2011', '1988', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1993
Predicted Path:   The End of Violence --[starred_actors]--> Andie MacDowell --[(INV) starred_actors]--> Short Cuts --[release_year]--> 1993
Path (Raw):       The End of Violence --[starred_actors]--> Andie MacDowell --[(INV) starred_actors]--> Short Cuts --[release_year]--> 1993
Neg LogProb(↓):   0.460781
Path Entropy(↓):  1.384715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by john glen released
Start Entity:     John Glen
Gold Answer:      [['1983', '2001', '1989', '1985', '1981']]
Predicted Ans:    2001
Predicted Path:   John Glen --[(INV) directed_by]--> The Point Men --[release_year]--> 2001
Path (Raw):       John Glen --[No Operation]--> John Glen --[(INV) directed_by]--> The Point Men --[release_year]--> 2001
Neg LogProb(↓):   0.574279
Path Entropy(↓):  1.031954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of i can't sleep also directed which films
Start Entity:     I Can't Sleep
Gold Answer:      [['The Intruder', 'Chocolat', 'Trouble Every Day', 'Bastards', 'Beau Travail', 'White Material', '35 Shots of Rum']]
Predicted Ans:    Chocolat
Predicted Path:   I Can't Sleep --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat
Path (Raw):       I Can't Sleep --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat --[No Operation]--> Chocolat
Neg LogProb(↓):   0.106044
Path Entropy(↓):  0.503096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did jon seda star in
Start Entity:     Jon Seda
Gold Answer:      [['I Like It Like That']]
Predicted Ans:    I Like It Like That
Predicted Path:   Jon Seda --[(INV) starred_actors]--> I Like It Like That --[starred_actors]--> Jon Seda --[(INV) starred_actors]--> I Like It Like That
Path (Raw):       Jon Seda --[(INV) starred_actors]--> I Like It Like That --[starred_actors]--> Jon Seda --[(INV) starred_actors]--> I Like It Like That
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a good old fashioned orgy were in which genres
Start Entity:     A Good Old Fashioned Orgy
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Good Old Fashioned Orgy --[starred_actors]--> Lake Bell --[(INV) starred_actors]--> In a World... --[has_genre]--> Comedy
Path (Raw):       A Good Old Fashioned Orgy --[starred_actors]--> Lake Bell --[(INV) starred_actors]--> In a World... --[has_genre]--> Comedy
Neg LogProb(↓):   0.243073
Path Entropy(↓):  0.696058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about keri russell
Start Entity:     keri russell
Gold Answer:      [['Extraordinary Measures', 'Leaves of Grass', 'The Magic of Ordinary Days']]
Predicted Ans:    Extraordinary Measures
Predicted Path:   keri russell --[(INV) has_tags]--> Extraordinary Measures --[has_tags]--> keri russell --[(INV) has_tags]--> Extraordinary Measures
Path (Raw):       keri russell --[(INV) has_tags]--> Extraordinary Measures --[has_tags]--> keri russell --[(INV) has_tags]--> Extraordinary Measures
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with jack woods
Start Entity:     Jack Woods
Gold Answer:      [['Alan Rudolph']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Jack Woods --[(INV) written_by]--> Equinox --[written_by]--> Alan Rudolph
Path (Raw):       Jack Woods --[No Operation]--> Jack Woods --[(INV) written_by]--> Equinox --[written_by]--> Alan Rudolph
Neg LogProb(↓):   0.000494
Path Entropy(↓):  0.004253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote a touch of class
Start Entity:     A Touch of Class
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Touch of Class --[written_by]--> Jack Rose --[(INV) written_by]--> It Started in Naples --[has_genre]--> Comedy
Path (Raw):       A Touch of Class --[written_by]--> Jack Rose --[(INV) written_by]--> It Started in Naples --[has_genre]--> Comedy
Neg LogProb(↓):   0.000935
Path Entropy(↓):  0.008074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of day watch
Start Entity:     Day Watch
Gold Answer:      [['2008', '2009', '2004']]
Predicted Ans:    2006
Predicted Path:   Day Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Day Watch --[release_year]--> 2006
Path (Raw):       Day Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Day Watch --[release_year]--> 2006
Neg LogProb(↓):   0.829503
Path Entropy(↓):  0.948266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film fulltime killer
Start Entity:     Fulltime Killer
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Fulltime Killer --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Path (Raw):       Fulltime Killer --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Neg LogProb(↓):   3.134670
Path Entropy(↓):  4.622396
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by sandra fierlinger fall under
Start Entity:     Sandra Fierlinger
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Sandra Fierlinger --[(INV) directed_by]--> My Dog Tulip --[has_genre]--> Animation
Path (Raw):       Sandra Fierlinger --[No Operation]--> Sandra Fierlinger --[(INV) directed_by]--> My Dog Tulip --[has_genre]--> Animation
Neg LogProb(↓):   0.000378
Path Entropy(↓):  0.003354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in rampage
Start Entity:     Rampage
Gold Answer:      [['2000', '2009', '2008', '1990', '2012', '2005', '1989', '1993', '1991', '1996', '2010', '1999', '2002', '1986', '2011', '1984']]
Predicted Ans:    1987
Predicted Path:   Rampage --[starred_actors]--> Michael Paré --[(INV) starred_actors]--> Rampage --[release_year]--> 1987
Path (Raw):       Rampage --[starred_actors]--> Michael Paré --[(INV) starred_actors]--> Rampage --[release_year]--> 1987
Neg LogProb(↓):   1.725031
Path Entropy(↓):  2.781557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie the brave one starred who
Start Entity:     The Brave One
Gold Answer:      [['Jodie Foster']]
Predicted Ans:    Jodie Foster
Predicted Path:   The Brave One --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Anna and the King --[starred_actors]--> Jodie Foster
Path (Raw):       The Brave One --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Anna and the King --[starred_actors]--> Jodie Foster
Neg LogProb(↓):   0.001659
Path Entropy(↓):  0.014408
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the fifth estate
Start Entity:     The Fifth Estate
Gold Answer:      [['Besieged', 'Gangster No. 1', 'Black Beauty', 'The Island of Dr. Moreau', 'The Lady', 'Total Eclipse', 'Mr. Nice', 'Seven Years in Tibet', 'Stonehearst Asylum']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   The Fifth Estate --[starred_actors]--> David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       The Fifth Estate --[starred_actors]--> David Thewlis --[No Operation]--> David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.157643
Path Entropy(↓):  0.487179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film seraphine were in which genres
Start Entity:     Séraphine
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Séraphine --[starred_actors]--> Ulrich Tukur --[(INV) starred_actors]--> The Lives of Others --[has_genre]--> Drama
Path (Raw):       Séraphine --[starred_actors]--> Ulrich Tukur --[(INV) starred_actors]--> The Lives of Others --[has_genre]--> Drama
Neg LogProb(↓):   0.011493
Path Entropy(↓):  0.062852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - directors of neil hunter
Start Entity:     Neil Hunter
Gold Answer:      [['Tom Hunsinger']]
Predicted Ans:    Neil Hunter
Predicted Path:   Neil Hunter --[(INV) directed_by]--> Lawless Heart --[directed_by]--> Neil Hunter
Path (Raw):       Neil Hunter --[No Operation]--> Neil Hunter --[(INV) directed_by]--> Lawless Heart --[directed_by]--> Neil Hunter
Neg LogProb(↓):   0.003656
Path Entropy(↓):  0.024131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies are about melissa leo
Start Entity:     melissa leo
Gold Answer:      [['Frozen River', 'The Fighter']]
Predicted Ans:    Frozen River
Predicted Path:   melissa leo --[(INV) has_tags]--> Frozen River --[has_tags]--> melissa leo --[(INV) has_tags]--> Frozen River
Path (Raw):       melissa leo --[(INV) has_tags]--> Frozen River --[has_tags]--> melissa leo --[(INV) has_tags]--> Frozen River
Neg LogProb(↓):   0.263962
Path Entropy(↓):  0.547136
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film separation city
Start Entity:     Separation City
Gold Answer:      [['2000', '2009', '1971', '2004', '1982', '2006', '1999', '2012', '2011', '2013']]
Predicted Ans:    2011
Predicted Path:   Separation City --[starred_actors]--> Joel Edgerton --[(INV) starred_actors]--> Warrior --[release_year]--> 2011
Path (Raw):       Separation City --[starred_actors]--> Joel Edgerton --[(INV) starred_actors]--> Warrior --[release_year]--> 2011
Neg LogProb(↓):   1.396406
Path Entropy(↓):  1.456456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by jude law
Start Entity:     Jude Law
Gold Answer:      [['Romance', 'Drama', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Path (Raw):       Jude Law --[No Operation]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Neg LogProb(↓):   0.001023
Path Entropy(↓):  0.008668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in big city blues
Start Entity:     Big City Blues
Gold Answer:      [['1934', '1933', '1931', '1957', '1936', '1938', '1947', '1932', '1945', '1935', '1941', '1937', '1977']]
Predicted Ans:    1931
Predicted Path:   Big City Blues --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Night Nurse --[release_year]--> 1931
Path (Raw):       Big City Blues --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Night Nurse --[release_year]--> 1931
Neg LogProb(↓):   0.933962
Path Entropy(↓):  1.892419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jun falkenstein starred who
Start Entity:     Jun Falkenstein
Gold Answer:      [['Jim Cummings']]
Predicted Ans:    Jim Cummings
Predicted Path:   Jun Falkenstein --[(INV) directed_by]--> The Tigger Movie --[starred_actors]--> Jim Cummings
Path (Raw):       Jun Falkenstein --[No Operation]--> Jun Falkenstein --[(INV) directed_by]--> The Tigger Movie --[starred_actors]--> Jim Cummings
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does chips rafferty act in
Start Entity:     Chips Rafferty
Gold Answer:      [['The Wackiest Ship in the Army', 'Wake in Fright']]
Predicted Ans:    Wake in Fright
Predicted Path:   Chips Rafferty --[(INV) starred_actors]--> Wake in Fright --[starred_actors]--> Gary Bond --[(INV) starred_actors]--> Wake in Fright
Path (Raw):       Chips Rafferty --[(INV) starred_actors]--> Wake in Fright --[starred_actors]--> Gary Bond --[(INV) starred_actors]--> Wake in Fright
Neg LogProb(↓):   0.010735
Path Entropy(↓):  0.067978
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed take me out to the ball game
Start Entity:     Take Me Out to the Ball Game
Gold Answer:      [['1934', '1939', '1940', '1942', '1935', '1941', '1943']]
Predicted Ans:    1943
Predicted Path:   Take Me Out to the Ball Game --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Path (Raw):       Take Me Out to the Ball Game --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[release_year]--> 1943
Neg LogProb(↓):   0.262127
Path Entropy(↓):  0.958189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the girl in a swing
Start Entity:     The Girl in a Swing
Gold Answer:      [['Gordon Hessler']]
Predicted Ans:    Gordon Hessler
Predicted Path:   The Girl in a Swing --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> The Oblong Box --[directed_by]--> Gordon Hessler
Path (Raw):       The Girl in a Swing --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> The Oblong Box --[directed_by]--> Gordon Hessler
Neg LogProb(↓):   0.001064
Path Entropy(↓):  0.008509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by daniel yost
Start Entity:     Daniel Yost
Gold Answer:      [['Matt Dillon', 'Kelly Lynch', 'Heather Graham']]
Predicted Ans:    Matt Dillon
Predicted Path:   Daniel Yost --[(INV) written_by]--> Drugstore Cowboy --[starred_actors]--> Matt Dillon
Path (Raw):       Daniel Yost --[No Operation]--> Daniel Yost --[(INV) written_by]--> Drugstore Cowboy --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.005837
Path Entropy(↓):  0.038492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by beautiful creatures writers release
Start Entity:     Beautiful Creatures
Gold Answer:      [['1995', '1998', '1991', '1996', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Beautiful Creatures --[written_by]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[release_year]--> 2013
Path (Raw):       Beautiful Creatures --[written_by]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[release_year]--> 2013
Neg LogProb(↓):   1.156994
Path Entropy(↓):  2.267623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with heaven is for real
Start Entity:     Heaven Is for Real
Gold Answer:      [['Braveheart', 'The Man in the Iron Mask', 'Pearl Harbor', 'We Were Soldiers']]
Predicted Ans:    Pearl Harbor
Predicted Path:   Heaven Is for Real --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor
Path (Raw):       Heaven Is for Real --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor --[No Operation]--> Pearl Harbor
Neg LogProb(↓):   0.642293
Path Entropy(↓):  1.124018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does darwin joston act in
Start Entity:     Darwin Joston
Gold Answer:      [['Assault on Precinct 13']]
Predicted Ans:    Assault on Precinct 13
Predicted Path:   Darwin Joston --[(INV) starred_actors]--> Assault on Precinct 13 --[starred_actors]--> Darwin Joston --[(INV) starred_actors]--> Assault on Precinct 13
Path (Raw):       Darwin Joston --[(INV) starred_actors]--> Assault on Precinct 13 --[starred_actors]--> Darwin Joston --[(INV) starred_actors]--> Assault on Precinct 13
Neg LogProb(↓):   0.020165
Path Entropy(↓):  0.098577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by aki maeda
Start Entity:     Aki Maeda
Gold Answer:      [['Nobuhiro Yamashita']]
Predicted Ans:    Nobuhiro Yamashita
Predicted Path:   Aki Maeda --[(INV) starred_actors]--> Linda Linda Linda --[written_by]--> Nobuhiro Yamashita
Path (Raw):       Aki Maeda --[No Operation]--> Aki Maeda --[(INV) starred_actors]--> Linda Linda Linda --[written_by]--> Nobuhiro Yamashita
Neg LogProb(↓):   0.000075
Path Entropy(↓):  0.000840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of house of strangers is also the director of which films
Start Entity:     House of Strangers
Gold Answer:      [['Julius Caesar', 'The Honey Pot', 'Somewhere in the Night', 'All About Eve', 'People Will Talk', 'The Quiet American', 'Sleuth', 'Guys and Dolls', 'Cleopatra', '5 Fingers', 'A Carol for Another Christmas', 'Suddenly, Last Summer', 'There Was a Crooked Man...', 'Dragonwyck', 'A Letter to Three Wives', 'No Way Out', 'The Barefoot Contessa']]
Predicted Ans:    Dragonwyck
Predicted Path:   House of Strangers --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck
Path (Raw):       House of Strangers --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[No Operation]--> Dragonwyck
Neg LogProb(↓):   0.919879
Path Entropy(↓):  1.880870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of ratatouille
Start Entity:     Ratatouille
Gold Answer:      [['Cocoon', 'Esther Kahn', 'Gorky Park', 'Big Fan', 'The Last of the Finest', 'Our Fathers', 'F/X2', 'Wisconsin Death Trip', 'Best Seller', 'Presumed Innocent', 'Dreamchild', 'F/X', "The Emperor's New Clothes", 'The Belly of an Architect', 'Naked Lunch', 'Kafka', 'The Comedians of Comedy', 'First Blood', 'Night Falls on Manhattan', 'Never Cry Wolf', 'Brazil']]
Predicted Ans:    Naked Lunch
Predicted Path:   Ratatouille --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Naked Lunch
Path (Raw):       Ratatouille --[starred_actors]--> Ian Holm --[No Operation]--> Ian Holm --[(INV) starred_actors]--> Naked Lunch
Neg LogProb(↓):   0.624286
Path Entropy(↓):  1.389547
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the triplets of belleville also directed which movies
Start Entity:     The Triplets of Belleville
Gold Answer:      [['The Old Lady and the Pigeons', 'Attila Marcel', "Paris, je t'aime", 'The Illusionist']]
Predicted Ans:    Paris, je t'aime
Predicted Path:   The Triplets of Belleville --[directed_by]--> Sylvain Chomet --[(INV) directed_by]--> Paris, je t'aime
Path (Raw):       The Triplets of Belleville --[directed_by]--> Sylvain Chomet --[(INV) directed_by]--> Paris, je t'aime --[No Operation]--> Paris, je t'aime
Neg LogProb(↓):   0.430060
Path Entropy(↓):  0.801281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by charles webb
Start Entity:     Charles Webb
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Charles Webb --[(INV) written_by]--> Hope Springs --[has_genre]--> Comedy
Path (Raw):       Charles Webb --[No Operation]--> Charles Webb --[(INV) written_by]--> Hope Springs --[has_genre]--> Comedy
Neg LogProb(↓):   1.011696
Path Entropy(↓):  1.108514
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter giovanni rodriguez co - wrote films with who
Start Entity:     Giovanni Rodriguez
Gold Answer:      [['Laura Pratt']]
Predicted Ans:    Giovanni Rodriguez
Predicted Path:   Giovanni Rodriguez --[(INV) written_by]--> Red Canyon --[written_by]--> Giovanni Rodriguez
Path (Raw):       Giovanni Rodriguez --[No Operation]--> Giovanni Rodriguez --[(INV) written_by]--> Red Canyon --[written_by]--> Giovanni Rodriguez
Neg LogProb(↓):   0.008023
Path Entropy(↓):  0.046564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed restless natives
Start Entity:     Restless Natives
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Restless Natives --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives --[has_genre]--> Comedy
Path (Raw):       Restless Natives --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives --[has_genre]--> Comedy
Neg LogProb(↓):   0.691553
Path Entropy(↓):  1.362314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by joan barclay released
Start Entity:     Joan Barclay
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Joan Barclay --[(INV) starred_actors]--> Black Dragons --[release_year]--> 1942
Path (Raw):       Joan Barclay --[No Operation]--> Joan Barclay --[(INV) starred_actors]--> Black Dragons --[release_year]--> 1942
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie surviving picasso
Start Entity:     Surviving Picasso
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1984', '1977', '2007', '1968', '1998', '2009', '2010', '1982', '2014', '1994', '1995', '1948', '1972', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1978', '1964', '1949', '1997', '2000', '2005', '1991', '1999', '1969']]
Predicted Ans:    1990
Predicted Path:   Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Desperate Hours --[release_year]--> 1990
Path (Raw):       Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Desperate Hours --[release_year]--> 1990
Neg LogProb(↓):   1.605150
Path Entropy(↓):  2.369793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with splice fall under
Start Entity:     Splice
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Splice --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[has_genre]--> Thriller
Path (Raw):       Splice --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[has_genre]--> Thriller
Neg LogProb(↓):   1.164212
Path Entropy(↓):  1.740685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is bluebeard
Start Entity:     Bluebeard
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bluebeard --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Bluebeard --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.803373
Path Entropy(↓):  4.242316
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by dita von teese release
Start Entity:     Dita Von Teese
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Dita Von Teese --[(INV) starred_actors]--> Bettie Page Reveals All --[release_year]--> 2012
Path (Raw):       Dita Von Teese --[No Operation]--> Dita Von Teese --[(INV) starred_actors]--> Bettie Page Reveals All --[release_year]--> 2012
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of metro manila
Start Entity:     Metro Manila
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Metro Manila --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Metro Manila --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.239122
Path Entropy(↓):  4.561952
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of brad ingelsby written films
Start Entity:     Brad Ingelsby
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Brad Ingelsby --[(INV) written_by]--> Out of the Furnace --[release_year]--> 2013
Path (Raw):       Brad Ingelsby --[No Operation]--> Brad Ingelsby --[(INV) written_by]--> Out of the Furnace --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by haskell wexler released
Start Entity:     Haskell Wexler
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Haskell Wexler --[(INV) directed_by]--> Medium Cool --[release_year]--> 1969
Path (Raw):       Haskell Wexler --[No Operation]--> Haskell Wexler --[(INV) directed_by]--> Medium Cool --[release_year]--> 1969
Neg LogProb(↓):   0.000653
Path Entropy(↓):  0.005444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in lockout
Start Entity:     Lockout
Gold Answer:      [['Romance', 'Music', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Lockout --[starred_actors]--> Vincent Regan --[(INV) starred_actors]--> Lockout --[has_genre]--> Action
Path (Raw):       Lockout --[starred_actors]--> Vincent Regan --[(INV) starred_actors]--> Lockout --[has_genre]--> Action
Neg LogProb(↓):   0.644372
Path Entropy(↓):  1.026957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in come september also appears in which films
Start Entity:     Come September
Gold Answer:      [['The Reluctant Debutante', 'All That Heaven Allows', 'Imitation of Life', 'Gun Fury', 'A Gathering of Eagles', 'Too Late Blues', 'The Hunchback of Notre Dame', 'Ice Station Zebra', 'The Undefeated', 'Avalanche', 'Pretty Maids All in a Row', 'Magnificent Obsession', "Man's Favorite Sport?", 'Strange Bedfellows', 'Tobruk', 'If a Man Answers', 'Darling Lili', 'The Lawless Breed', 'Pillow Talk', 'Giant', 'Something of Value', 'A Summer Place', 'Buona Sera, Mrs. Campbell', 'Beat the Devil', 'Gidget', 'Battle Hymn', 'Pressure Point', 'Written on the Wind', 'Lover Come Back', "Take Her, She's Mine", 'The Last Sunset', 'A Fine Pair', 'Trapeze', 'Send Me No Flowers', 'Seconds', 'Bend of the River']]
Predicted Ans:    A Fine Pair
Predicted Path:   Come September --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair
Path (Raw):       Come September --[starred_actors]--> Rock Hudson --[No Operation]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair
Neg LogProb(↓):   1.179408
Path Entropy(↓):  1.815509
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in cleopatra
Start Entity:     Cleopatra
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Cleopatra --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> Night Train to Munich --[has_genre]--> Thriller
Path (Raw):       Cleopatra --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> Night Train to Munich --[has_genre]--> Thriller
Neg LogProb(↓):   0.765056
Path Entropy(↓):  1.730129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor joanna pettet acted together with who
Start Entity:     Joanna Pettet
Gold Answer:      [['Terence Stamp', 'Derek Jarman', 'Stathis Giallelis', 'Karl Malden']]
Predicted Ans:    Terence Stamp
Predicted Path:   Joanna Pettet --[(INV) starred_actors]--> Blue --[starred_actors]--> Terence Stamp
Path (Raw):       Joanna Pettet --[No Operation]--> Joanna Pettet --[(INV) starred_actors]--> Blue --[starred_actors]--> Terence Stamp
Neg LogProb(↓):   0.003115
Path Entropy(↓):  0.021185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did bill richmond write the story for
Start Entity:     Bill Richmond
Gold Answer:      [['The Nutty Professor']]
Predicted Ans:    The Nutty Professor
Predicted Path:   Bill Richmond --[(INV) written_by]--> The Nutty Professor --[written_by]--> Bill Richmond --[(INV) written_by]--> The Nutty Professor
Path (Raw):       Bill Richmond --[(INV) written_by]--> The Nutty Professor --[written_by]--> Bill Richmond --[(INV) written_by]--> The Nutty Professor
Neg LogProb(↓):   2.089588
Path Entropy(↓):  2.135879
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with anushka sharma
Start Entity:     Anushka Sharma
Gold Answer:      [['Boman Irani', 'Aamir Khan', 'Shah Rukh Khan', 'Sanjay Dutt']]
Predicted Ans:    Aamir Khan
Predicted Path:   Anushka Sharma --[(INV) starred_actors]--> PK --[starred_actors]--> Aamir Khan
Path (Raw):       Anushka Sharma --[No Operation]--> Anushka Sharma --[(INV) starred_actors]--> PK --[starred_actors]--> Aamir Khan
Neg LogProb(↓):   0.005397
Path Entropy(↓):  0.038763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the queen of spades also appears in which movies
Start Entity:     The Queen of Spades
Gold Answer:      [['Gaslight', 'Sapphire', 'The Trials of Oscar Wilde', 'Look Back in Anger', "The Nun's Story"]]
Predicted Ans:    Sapphire
Predicted Path:   The Queen of Spades --[starred_actors]--> Yvonne Mitchell --[(INV) starred_actors]--> Sapphire
Path (Raw):       The Queen of Spades --[starred_actors]--> Yvonne Mitchell --[No Operation]--> Yvonne Mitchell --[(INV) starred_actors]--> Sapphire
Neg LogProb(↓):   0.026511
Path Entropy(↓):  0.151418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed jules and jim
Start Entity:     Jules and Jim
Gold Answer:      [['Drama', 'War', 'Comedy', 'Short']]
Predicted Ans:    Drama
Predicted Path:   Jules and Jim --[directed_by]--> François Truffaut --[(INV) directed_by]--> Mississippi Mermaid --[has_genre]--> Drama
Path (Raw):       Jules and Jim --[directed_by]--> François Truffaut --[(INV) directed_by]--> Mississippi Mermaid --[has_genre]--> Drama
Neg LogProb(↓):   0.652652
Path Entropy(↓):  1.325724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of gremlins starred who
Start Entity:     Gremlins
Gold Answer:      [['Aidan Quinn', 'Tom Arnold', 'John Candy', 'Daryl Hannah', 'David Keith', 'Ally Sheedy', 'Tuesday Weld', 'Tim Allen', 'Joan Cusack', 'Jamie Lee Curtis', "Maureen O'Hara", 'Hugh Grant', 'Julianne Moore']]
Predicted Ans:    Tom Arnold
Predicted Path:   Gremlins --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months --[starred_actors]--> Tom Arnold
Path (Raw):       Gremlins --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months --[starred_actors]--> Tom Arnold
Neg LogProb(↓):   0.684452
Path Entropy(↓):  1.509017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is stricken in
Start Entity:     Stricken
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Stricken --[in_language]--> Dutch --[(INV) in_language]--> Stricken --[in_language]--> Dutch
Path (Raw):       Stricken --[in_language]--> Dutch --[(INV) in_language]--> Stricken --[in_language]--> Dutch
Neg LogProb(↓):   0.503265
Path Entropy(↓):  0.704880
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ted hughes written films
Start Entity:     Ted Hughes
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Ted Hughes --[(INV) written_by]--> The Iron Giant --[release_year]--> 1999
Path (Raw):       Ted Hughes --[No Operation]--> Ted Hughes --[(INV) written_by]--> The Iron Giant --[release_year]--> 1999
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film mary and max
Start Entity:     Mary and Max
Gold Answer:      [['John le Carré', 'Andrew Bovell', 'Nat Faxon', 'Jim Rash', 'Roberto Orci', 'Raimond Gaita', 'Gerald Clarke', 'David Caesar', 'Alex Kurtzman', 'Tamara Jenkins', 'Karen Moncrieff', 'George Crile', 'George Clooney', 'Jill Sprecher', 'Christopher Coppola', 'Nick Vallelonga', 'Grant Heslov', 'Kelly Masterson', 'Beau Willimon', 'Gene Roddenberry', 'Kate Grenville', 'Robert Glaudini', 'Jennifer Weiner', 'Jonathan Thies', 'Dennis Lee', 'Jon Land', 'Ralph Sarchie', 'Lisa Collier Cool', 'Charlie Kaufman', 'Elissa Down', 'Michael France', 'James Schamus', 'John Turman', 'Joel Schumacher', 'Eric Roth', 'Audrey Niffenegger', 'Jeff Nathanson', 'Mark Bowden', 'Paul Harris Boardman', 'Zach Dean', 'Matt Reeves', 'Curtis Hanson', 'Andrew Dominik', 'Scott Derrickson', 'Susannah Grant', 'John Slattery', 'Alex Metcalf', 'Judd Apatow', 'Nia Vardalos', 'Edward Anderson', 'John Patrick Shanley', 'Aaron Sorkin', 'Nick Hornby']]
Predicted Ans:    Zach Dean
Predicted Path:   Mary and Max --[starred_actors]--> Eric Bana --[(INV) starred_actors]--> Deadfall --[written_by]--> Zach Dean
Path (Raw):       Mary and Max --[starred_actors]--> Eric Bana --[(INV) starred_actors]--> Deadfall --[written_by]--> Zach Dean
Neg LogProb(↓):   0.640205
Path Entropy(↓):  1.627035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie a fever in the blood were released in which years
Start Entity:     A Fever in the Blood
Gold Answer:      [['1998', '1948', '1993', '1994', '1947', '1952']]
Predicted Ans:    1947
Predicted Path:   A Fever in the Blood --[written_by]--> Roy Huggins --[(INV) written_by]--> The Fugitive --[release_year]--> 1947
Path (Raw):       A Fever in the Blood --[written_by]--> Roy Huggins --[(INV) written_by]--> The Fugitive --[release_year]--> 1947
Neg LogProb(↓):   1.295531
Path Entropy(↓):  1.841879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of pickup on south street
Start Entity:     Pickup on South Street
Gold Answer:      [['Mark Hamill', 'James Shigeta', 'Cliff Robertson', 'Beatrice Kay', 'Dolores Dorn', 'Glenn Corbett', 'Rod Taylor', 'Barbara Stanwyck', 'Donna Reed', 'Anthony Eisley', 'Michael Dante', 'John Ireland', 'Broderick Crawford', 'Lee Marvin', 'Rod Steiger', 'Victoria Shaw', 'Jeff Chandler', 'Ralph Meeker', 'Reed Hadley', 'Kristy McNichol', 'Richard Harris', 'Constance Towers', 'Barry Sullivan', 'John Derek', 'Brian Keith', 'Al Lettieri', 'Vincent Price', 'Gene Evans', 'Mary Welch']]
Predicted Ans:    John Ireland
Predicted Path:   Pickup on South Street --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Path (Raw):       Pickup on South Street --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Neg LogProb(↓):   0.399531
Path Entropy(↓):  1.124301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by alexandre de la patelliere
Start Entity:     Alexandre de La Patellière
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alexandre de La Patellière --[(INV) directed_by]--> What's in a Name? --[has_genre]--> Comedy
Path (Raw):       Alexandre de La Patellière --[No Operation]--> Alexandre de La Patellière --[(INV) directed_by]--> What's in a Name? --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is between the devil and the deep blue sea
Start Entity:     Between the Devil and the Deep Blue Sea
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Between the Devil and the Deep Blue Sea --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Between the Devil and the Deep Blue Sea --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.521823
Path Entropy(↓):  4.639921
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ed o'neill acted films
Start Entity:     Ed O'Neill
Gold Answer:      [['1994', '1997', '1991']]
Predicted Ans:    1991
Predicted Path:   Ed O'Neill --[(INV) starred_actors]--> Dutch --[release_year]--> 1991
Path (Raw):       Ed O'Neill --[No Operation]--> Ed O'Neill --[(INV) starred_actors]--> Dutch --[release_year]--> 1991
Neg LogProb(↓):   0.143576
Path Entropy(↓):  0.445525
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is the stepfather
Start Entity:     The Stepfather
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The Stepfather --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       The Stepfather --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.763090
Path Entropy(↓):  4.603202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with white material fall under
Start Entity:     White Material
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   White Material --[directed_by]--> Claire Denis --[(INV) directed_by]--> Bastards --[has_genre]--> Drama
Path (Raw):       White Material --[directed_by]--> Claire Denis --[(INV) directed_by]--> Bastards --[has_genre]--> Drama
Neg LogProb(↓):   0.041647
Path Entropy(↓):  0.217245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of born on the fourth of july also wrote which movies
Start Entity:     Born on the Fourth of July
Gold Answer:      [['Midnight Express', '8 Million Ways to Die', 'Natural Born Killers', 'Any Given Sunday', 'Nixon', 'Alexander', 'Savages', 'JFK', 'Evita', 'Talk Radio', 'Comandante', 'Conan the Barbarian', 'The Doors', 'Salvador', 'Year of the Dragon', 'The Hand', 'Platoon', 'Wall Street', 'Seizure', 'Scarface']]
Predicted Ans:    JFK
Predicted Path:   Born on the Fourth of July --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK
Path (Raw):       Born on the Fourth of July --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK --[No Operation]--> JFK
Neg LogProb(↓):   1.553665
Path Entropy(↓):  2.492552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the sweet hereafter
Start Entity:     The Sweet Hereafter
Gold Answer:      [['The Adjuster', 'Speaking Parts', 'Chloe', 'Calendar', 'Adoration', "Devil's Knot", 'Where the Truth Lies', "Felicia's Journey", 'Next of Kin', 'Exotica', 'The Captive', 'Ararat']]
Predicted Ans:    Ararat
Predicted Path:   The Sweet Hereafter --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Ararat
Path (Raw):       The Sweet Hereafter --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Ararat --[No Operation]--> Ararat
Neg LogProb(↓):   0.403287
Path Entropy(↓):  1.176978
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of blue collar
Start Entity:     Blue Collar
Gold Answer:      [['John Flynn', 'Sydney Pollack', 'Martin Scorsese', 'Paul Schrader', 'Brian De Palma']]
Predicted Ans:    Paul Schrader
Predicted Path:   Blue Collar --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper --[directed_by]--> Paul Schrader
Path (Raw):       Blue Collar --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper --[directed_by]--> Paul Schrader
Neg LogProb(↓):   0.123429
Path Entropy(↓):  0.470215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of rachel boston starred movies
Start Entity:     Rachel Boston
Gold Answer:      [['Todd Berger']]
Predicted Ans:    Todd Berger
Predicted Path:   Rachel Boston --[(INV) starred_actors]--> It's a Disaster --[written_by]--> Todd Berger
Path (Raw):       Rachel Boston --[No Operation]--> Rachel Boston --[(INV) starred_actors]--> It's a Disaster --[written_by]--> Todd Berger
Neg LogProb(↓):   0.000041
Path Entropy(↓):  0.000457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie boys on the side were in which genres
Start Entity:     Boys on the Side
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Boys on the Side --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[has_genre]--> Drama
Path (Raw):       Boys on the Side --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[has_genre]--> Drama
Neg LogProb(↓):   0.026968
Path Entropy(↓):  0.143693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by danny dyer
Start Entity:     Danny Dyer
Gold Answer:      [['2005', '2004', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Danny Dyer --[(INV) starred_actors]--> Outlaw --[release_year]--> 2007
Path (Raw):       Danny Dyer --[No Operation]--> Danny Dyer --[(INV) starred_actors]--> Outlaw --[release_year]--> 2007
Neg LogProb(↓):   0.838524
Path Entropy(↓):  1.249821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in pretty persuasion
Start Entity:     Pretty Persuasion
Gold Answer:      [['Sport', 'Musical', 'Drama', 'Comedy', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Pretty Persuasion --[starred_actors]--> Evan Rachel Wood --[(INV) starred_actors]--> The Life Before Her Eyes --[has_genre]--> Thriller
Path (Raw):       Pretty Persuasion --[starred_actors]--> Evan Rachel Wood --[(INV) starred_actors]--> The Life Before Her Eyes --[has_genre]--> Thriller
Neg LogProb(↓):   1.158684
Path Entropy(↓):  1.316494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by alejandro jodorowsky in
Start Entity:     Alejandro Jodorowsky
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[has_genre]--> Drama
Path (Raw):       Alejandro Jodorowsky --[No Operation]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[has_genre]--> Drama
Neg LogProb(↓):   0.029386
Path Entropy(↓):  0.133869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the hamlet director
Start Entity:     Hamlet
Gold Answer:      [['Swedish', 'French', 'English', 'Italian', 'Russian']]
Predicted Ans:    English
Predicted Path:   Hamlet --[directed_by]--> Franco Zeffirelli --[(INV) directed_by]--> Romeo and Juliet --[in_language]--> English
Path (Raw):       Hamlet --[directed_by]--> Franco Zeffirelli --[(INV) directed_by]--> Romeo and Juliet --[in_language]--> English
Neg LogProb(↓):   1.246795
Path Entropy(↓):  1.801642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of alison skipworth
Start Entity:     Alison Skipworth
Gold Answer:      [['Paul Lukas']]
Predicted Ans:    Paul Lukas
Predicted Path:   Alison Skipworth --[(INV) starred_actors]--> The Casino Murder Case --[starred_actors]--> Paul Lukas
Path (Raw):       Alison Skipworth --[No Operation]--> Alison Skipworth --[(INV) starred_actors]--> The Casino Murder Case --[starred_actors]--> Paul Lukas
Neg LogProb(↓):   0.005707
Path Entropy(↓):  0.035374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about uma thurman
Start Entity:     uma thurman
Gold Answer:      [['Gattaca', 'Playing for Keeps', 'My Super Ex-Girlfriend', 'Hysterical Blindness', 'Tape', 'Jennifer 8', 'Vatel', 'Beautiful Girls', 'Pulp Fiction', 'The Adventures of Baron Munchausen', 'The Producers', 'The Life Before Her Eyes', 'Final Analysis', 'Paycheck', 'The Avengers', 'Even Cowgirls Get the Blues', 'Dangerous Liaisons', 'Sweet and Lowdown', 'The Accidental Husband', 'Les Misérables', 'Mad Dog and Glory', 'Prime', 'A Month by the Lake']]
Predicted Ans:    Jennifer 8
Predicted Path:   uma thurman --[(INV) has_tags]--> Jennifer 8 --[written_by]--> Bruce Robinson --[(INV) written_by]--> Jennifer 8
Path (Raw):       uma thurman --[(INV) has_tags]--> Jennifer 8 --[written_by]--> Bruce Robinson --[(INV) written_by]--> Jennifer 8
Neg LogProb(↓):   1.787891
Path Entropy(↓):  2.514543
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with mari hatta
Start Entity:     Mari Hatta
Gold Answer:      [['Kayo Hatta', 'Diane Mei Lin Mark']]
Predicted Ans:    Mari Hatta
Predicted Path:   Mari Hatta --[(INV) written_by]--> Picture Bride --[written_by]--> Mari Hatta
Path (Raw):       Mari Hatta --[No Operation]--> Mari Hatta --[(INV) written_by]--> Picture Bride --[written_by]--> Mari Hatta
Neg LogProb(↓):   0.027292
Path Entropy(↓):  0.126136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in lost in america
Start Entity:     Lost in America
Gold Answer:      [['Jerry Zucker', 'Albert Brooks', 'Steven Horowitz', 'Neil Offen', 'Hossein Amini', 'Andrew Stanton', 'Monica Mcgowan Johnson', 'Preston Sturges', 'Woody Allen', 'Barry Levinson', 'James L. Brooks', 'Jill Franklyn', 'Jim Abrahams', 'Harvey Miller', 'Robert Klane', 'Valerie Curtin', 'James Sallis', 'David Zucker', 'Chandler Tuttle']]
Predicted Ans:    Albert Brooks
Predicted Path:   Lost in America --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[written_by]--> Albert Brooks
Path (Raw):       Lost in America --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Defending Your Life --[written_by]--> Albert Brooks
Neg LogProb(↓):   1.157735
Path Entropy(↓):  1.072923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by a letter from death row actors
Start Entity:     A Letter from Death Row
Gold Answer:      [['David Saperstein', 'John Schlesinger', 'Tim Blake Nelson', 'Emilio Estevez', 'Ronald F. Maxwell', 'Paco Cabezas', 'Michael Apted', 'Michael Cohn', 'Philippe Diaz', 'Nicolas Gessner', 'Sally Potter', 'Peter Navarro', 'Francis Ford Coppola', 'Don Taylor', 'Mark A.Z. Dippé', 'Steven Spielberg', 'Ulu Grosbard', 'George C. Scott', 'Jason Miller', 'Stephen Daldry', 'Paul Morrissey', 'Terrence Malick', 'Jeannot Szwarc', 'Rob Reiner']]
Predicted Ans:    Emilio Estevez
Predicted Path:   A Letter from Death Row --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> The War at Home --[directed_by]--> Emilio Estevez
Path (Raw):       A Letter from Death Row --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> The War at Home --[directed_by]--> Emilio Estevez
Neg LogProb(↓):   1.436857
Path Entropy(↓):  1.790653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the rose writers
Start Entity:     The Rose
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Rose --[written_by]--> Bo Goldman --[(INV) written_by]--> Shoot the Moon --[has_genre]--> Drama
Path (Raw):       The Rose --[written_by]--> Bo Goldman --[(INV) written_by]--> Shoot the Moon --[has_genre]--> Drama
Neg LogProb(↓):   0.275376
Path Entropy(↓):  0.655035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the escanaba in da moonlight director
Start Entity:     Escanaba in da Moonlight
Gold Answer:      [['Jeff Daniels']]
Predicted Ans:    Jeff Daniels
Predicted Path:   Escanaba in da Moonlight --[directed_by]--> Jeff Daniels --[(INV) directed_by]--> Escanaba in da Moonlight --[written_by]--> Jeff Daniels
Path (Raw):       Escanaba in da Moonlight --[directed_by]--> Jeff Daniels --[(INV) directed_by]--> Escanaba in da Moonlight --[written_by]--> Jeff Daniels
Neg LogProb(↓):   0.003341
Path Entropy(↓):  0.023579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie mantrap
Start Entity:     Mantrap
Gold Answer:      [['Louis D. Lighton', 'René Clair', 'John Monk Saunders', 'Hope Loring']]
Predicted Ans:    René Clair
Predicted Path:   Mantrap --[starred_actors]--> Eugene Pallette --[(INV) starred_actors]--> The Ghost Goes West --[written_by]--> René Clair
Path (Raw):       Mantrap --[starred_actors]--> Eugene Pallette --[(INV) starred_actors]--> The Ghost Goes West --[written_by]--> René Clair
Neg LogProb(↓):   0.021019
Path Entropy(↓):  0.128208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by geoffrey douglas fall under
Start Entity:     Geoffrey Douglas
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Geoffrey Douglas --[(INV) written_by]--> The Game of Their Lives --[has_genre]--> Drama
Path (Raw):       Geoffrey Douglas --[No Operation]--> Geoffrey Douglas --[(INV) written_by]--> The Game of Their Lives --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of p. s. i love you
Start Entity:     P.S. I Love You
Gold Answer:      [['Steven Rogers', 'Cecelia Ahern', 'Richard LaGravenese']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   P.S. I Love You --[written_by]--> Richard LaGravenese --[(INV) written_by]--> The Bridges of Madison County --[written_by]--> Richard LaGravenese
Path (Raw):       P.S. I Love You --[written_by]--> Richard LaGravenese --[(INV) written_by]--> The Bridges of Madison County --[written_by]--> Richard LaGravenese
Neg LogProb(↓):   0.370211
Path Entropy(↓):  0.976652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film souls for sale
Start Entity:     Souls for Sale
Gold Answer:      [['Rupert Hughes']]
Predicted Ans:    Rupert Hughes
Predicted Path:   Souls for Sale --[directed_by]--> Rupert Hughes --[(INV) directed_by]--> Souls for Sale --[directed_by]--> Rupert Hughes
Path (Raw):       Souls for Sale --[directed_by]--> Rupert Hughes --[(INV) directed_by]--> Souls for Sale --[directed_by]--> Rupert Hughes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie doom
Start Entity:     Doom
Gold Answer:      [['1998', '1997', '2001', '1992', '1989', '2010', '1994', '2014', '1984']]
Predicted Ans:    2005
Predicted Path:   Doom --[written_by]--> Wesley Strick --[(INV) written_by]--> Doom --[release_year]--> 2005
Path (Raw):       Doom --[written_by]--> Wesley Strick --[(INV) written_by]--> Doom --[release_year]--> 2005
Neg LogProb(↓):   0.692795
Path Entropy(↓):  1.144826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of naked also wrote which movies
Start Entity:     Naked
Gold Answer:      [['High Hopes', 'Vera Drake', 'Meantime', 'Topsy-Turvy', 'Another Year', 'All or Nothing', 'Career Girls', 'Four Days in July', 'Bleak Moments', 'Life Is Sweet', 'Mr. Turner', "Abigail's Party", 'Happy-Go-Lucky']]
Predicted Ans:    Topsy-Turvy
Predicted Path:   Naked --[written_by]--> Mike Leigh --[(INV) written_by]--> Topsy-Turvy
Path (Raw):       Naked --[written_by]--> Mike Leigh --[(INV) written_by]--> Topsy-Turvy --[No Operation]--> Topsy-Turvy
Neg LogProb(↓):   0.705551
Path Entropy(↓):  1.382924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in torch song
Start Entity:     Torch Song
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    English
Predicted Path:   Torch Song --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[in_language]--> English
Path (Raw):       Torch Song --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[in_language]--> English
Neg LogProb(↓):   0.693287
Path Entropy(↓):  0.694599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the trouble with harry were released in which years
Start Entity:     The Trouble with Harry
Gold Answer:      [['1946', '1954', '1944', '2008', '1959', '1993', '1936', '1935', '1979', '1941', '1998', '1963', '1939', '2009', '1951', '1953', '1947', '2014', '1932', '1956', '1931', '1943', '1976', '1948', '1972', '1942', '1940', '1938', '1955', '1934', '1964', '1949', '1966', '1950', '1960', '1925', '1929', '1927', '1945', '1969', '1928', '1958', '1930']]
Predicted Ans:    1960
Predicted Path:   The Trouble with Harry --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Psycho --[release_year]--> 1960
Path (Raw):       The Trouble with Harry --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Psycho --[release_year]--> 1960
Neg LogProb(↓):   1.674935
Path Entropy(↓):  2.785922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by adam ravetch
Start Entity:     Adam Ravetch
Gold Answer:      [['Queen Latifah']]
Predicted Ans:    Queen Latifah
Predicted Path:   Adam Ravetch --[(INV) directed_by]--> Arctic Tale --[starred_actors]--> Queen Latifah
Path (Raw):       Adam Ravetch --[No Operation]--> Adam Ravetch --[(INV) directed_by]--> Arctic Tale --[starred_actors]--> Queen Latifah
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film genevieve were in which genres
Start Entity:     Genevieve
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Genevieve --[directed_by]--> Henry Cornelius --[(INV) directed_by]--> Passport to Pimlico --[has_genre]--> Comedy
Path (Raw):       Genevieve --[directed_by]--> Henry Cornelius --[(INV) directed_by]--> Passport to Pimlico --[has_genre]--> Comedy
Neg LogProb(↓):   0.439320
Path Entropy(↓):  0.650803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the crying game were in which languages
Start Entity:     The Crying Game
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Crying Game --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       The Crying Game --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.000265
Path Entropy(↓):  0.002537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did james bassett write the story for
Start Entity:     James Bassett
Gold Answer:      [["In Harm's Way"]]
Predicted Ans:    Anatomy of a Murder
Predicted Path:   James Bassett --[(INV) written_by]--> In Harm's Way --[written_by]--> Wendell Mayes --[(INV) written_by]--> Anatomy of a Murder
Path (Raw):       James Bassett --[(INV) written_by]--> In Harm's Way --[written_by]--> Wendell Mayes --[(INV) written_by]--> Anatomy of a Murder
Neg LogProb(↓):   0.000457
Path Entropy(↓):  0.004323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same director of second best
Start Entity:     Second Best
Gold Answer:      [['The Lost Son', 'A World Apart', 'CrissCross']]
Predicted Ans:    CrissCross
Predicted Path:   Second Best --[directed_by]--> Chris Menges --[(INV) directed_by]--> CrissCross
Path (Raw):       Second Best --[No Operation]--> Second Best --[directed_by]--> Chris Menges --[(INV) directed_by]--> CrissCross
Neg LogProb(↓):   0.064446
Path Entropy(↓):  0.297165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by julie carmen
Start Entity:     Julie Carmen
Gold Answer:      [['Sidney Lumet', 'John Cassavetes', 'John Carpenter', 'Robert Redford', 'Seth Zvi Rosenfeld', 'Sebastián Lelio']]
Predicted Ans:    John Cassavetes
Predicted Path:   Julie Carmen --[(INV) starred_actors]--> Gloria --[directed_by]--> John Cassavetes
Path (Raw):       Julie Carmen --[No Operation]--> Julie Carmen --[(INV) starred_actors]--> Gloria --[directed_by]--> John Cassavetes
Neg LogProb(↓):   0.204996
Path Entropy(↓):  0.481815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with peter finch
Start Entity:     Peter Finch
Gold Answer:      [['Richard Attenborough', 'Susan Hayward', 'Rita Tushingham', 'Ernest Borgnine', 'James Stewart', 'Edith Evans', 'Liv Ullmann', 'Faye Dunaway', 'Sally Kellerman', 'William Holden', 'Alan Bates', 'Glenda Jackson', 'Claudia Cardinale', 'James MacArthur', 'Terence Stamp', 'Anne Bancroft', 'Murray Head', 'Cyril Cusack', 'Robert Duvall', 'Lynn Redgrave', 'Peggy Ashcroft', 'Kim Novak', 'Audrey Hepburn', 'Hardy Krüger', 'Sean Connery', 'Julie Christie', 'Diane Cilento', 'George Kennedy', 'James Mason', 'Nigel Patrick', 'Yvonne Mitchell']]
Predicted Ans:    Peter Finch
Predicted Path:   Peter Finch --[(INV) starred_actors]--> Sunday Bloody Sunday --[starred_actors]--> Peter Finch
Path (Raw):       Peter Finch --[No Operation]--> Peter Finch --[(INV) starred_actors]--> Sunday Bloody Sunday --[starred_actors]--> Peter Finch
Neg LogProb(↓):   0.107974
Path Entropy(↓):  0.338224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films written by john fante release
Start Entity:     John Fante
Gold Answer:      [['1962', '2006']]
Predicted Ans:    1962
Predicted Path:   John Fante --[(INV) written_by]--> The Reluctant Saint --[release_year]--> 1962
Path (Raw):       John Fante --[No Operation]--> John Fante --[(INV) written_by]--> The Reluctant Saint --[release_year]--> 1962
Neg LogProb(↓):   0.003847
Path Entropy(↓):  0.027575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of jennifer beals
Start Entity:     Jennifer Beals
Gold Answer:      [['Seymour Cassel', 'Don Cheadle', 'Nicolas Cage', 'Denzel Washington', 'Drew Barrymore', 'Tom Sizemore', 'Elizabeth Ashley', 'Steve Buscemi']]
Predicted Ans:    Don Cheadle
Predicted Path:   Jennifer Beals --[(INV) starred_actors]--> Devil in a Blue Dress --[starred_actors]--> Don Cheadle
Path (Raw):       Jennifer Beals --[No Operation]--> Jennifer Beals --[(INV) starred_actors]--> Devil in a Blue Dress --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.003062
Path Entropy(↓):  0.023547
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of i don't know how she does it
Start Entity:     I Don't Know How She Does It
Gold Answer:      [['Allison Pearson']]
Predicted Ans:    Allison Pearson
Predicted Path:   I Don't Know How She Does It --[written_by]--> Allison Pearson --[(INV) written_by]--> I Don't Know How She Does It --[written_by]--> Allison Pearson
Path (Raw):       I Don't Know How She Does It --[written_by]--> Allison Pearson --[(INV) written_by]--> I Don't Know How She Does It --[written_by]--> Allison Pearson
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor dany robin starred together with who
Start Entity:     Dany Robin
Gold Answer:      [['John Vernon', 'Karin Dor', 'Frederick Stafford']]
Predicted Ans:    Frederick Stafford
Predicted Path:   Dany Robin --[(INV) starred_actors]--> Topaz --[starred_actors]--> Frederick Stafford
Path (Raw):       Dany Robin --[No Operation]--> Dany Robin --[(INV) starred_actors]--> Topaz --[starred_actors]--> Frederick Stafford
Neg LogProb(↓):   0.027455
Path Entropy(↓):  0.151406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by katherine paterson release
Start Entity:     Katherine Paterson
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Katherine Paterson --[(INV) written_by]--> Bridge to Terabithia --[release_year]--> 2007
Path (Raw):       Katherine Paterson --[No Operation]--> Katherine Paterson --[(INV) written_by]--> Bridge to Terabithia --[release_year]--> 2007
Neg LogProb(↓):   0.000085
Path Entropy(↓):  0.000884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of earth
Start Entity:     Earth
Gold Answer:      [['Deepa Mehta']]
Predicted Ans:    Mark Linfield
Predicted Path:   Earth --[directed_by]--> Mark Linfield --[(INV) directed_by]--> Chimpanzee --[directed_by]--> Mark Linfield
Path (Raw):       Earth --[directed_by]--> Mark Linfield --[(INV) directed_by]--> Chimpanzee --[directed_by]--> Mark Linfield
Neg LogProb(↓):   0.495474
Path Entropy(↓):  0.977979
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie eddie
Start Entity:     Eddie
Gold Answer:      [['Bruce Joel Rubin', 'Lewis Carroll', 'Linda Woolverton', 'Joseph L. Mankiewicz', 'Bram Stoker', 'Richard Kelly', 'Hamilton Deane', 'David Newman', 'Ross Thomas', 'Jenaro Prieto', 'Don Roos', 'Charles Dickens', 'James Graham', 'A.J. Kparr', 'Richard Matheson', 'Hugh Wilson', 'Robert Benton', 'Jacquelyn Mitchard', 'John L. Balderston', 'Robert Zemeckis', 'Vladimir Nabokov', 'Eleanor Perry', 'Alice Walker', 'John Cork', 'Dean Riesner', 'Terry McMillan', 'Alvin Sargent', 'Mel Brooks', 'Ralph Nelson', 'Jack Higgins', 'Hilary Henkin', 'Gary Ross', 'Peter Morgan', 'Sue Kaufman']]
Predicted Ans:    Robert Benton
Predicted Path:   Eddie --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Path (Raw):       Eddie --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Neg LogProb(↓):   0.580107
Path Entropy(↓):  1.399882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by ann hu
Start Entity:     Ann Hu
Gold Answer:      [['Jared Harris']]
Predicted Ans:    Jared Harris
Predicted Path:   Ann Hu --[(INV) written_by]--> Shadow Magic --[starred_actors]--> Jared Harris
Path (Raw):       Ann Hu --[No Operation]--> Ann Hu --[(INV) written_by]--> Shadow Magic --[starred_actors]--> Jared Harris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did robert ardrey write the story for
Start Entity:     Robert Ardrey
Gold Answer:      [['A Lady Takes a Chance', 'Khartoum', 'Madame Bovary', 'The Secret Garden']]
Predicted Ans:    The Secret Garden
Predicted Path:   Robert Ardrey --[(INV) written_by]--> The Secret Garden --[written_by]--> Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden
Path (Raw):       Robert Ardrey --[(INV) written_by]--> The Secret Garden --[written_by]--> Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden
Neg LogProb(↓):   1.515272
Path Entropy(↓):  1.879274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with rowland barber
Start Entity:     Rowland Barber
Gold Answer:      [['Norman Lear']]
Predicted Ans:    Norman Lear
Predicted Path:   Rowland Barber --[(INV) written_by]--> The Night They Raided Minsky's --[written_by]--> Norman Lear
Path (Raw):       Rowland Barber --[No Operation]--> Rowland Barber --[(INV) written_by]--> The Night They Raided Minsky's --[written_by]--> Norman Lear
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with dawn of the planet of the apes fall under
Start Entity:     Dawn of the Planet of the Apes
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Dawn of the Planet of the Apes --[directed_by]--> Matt Reeves --[(INV) directed_by]--> Let Me In --[has_genre]--> Horror
Path (Raw):       Dawn of the Planet of the Apes --[directed_by]--> Matt Reeves --[(INV) directed_by]--> Let Me In --[has_genre]--> Horror
Neg LogProb(↓):   0.165376
Path Entropy(↓):  0.492104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director doug ellin
Start Entity:     Doug Ellin
Gold Answer:      [['David Schwimmer', 'Mili Avital', "Jermaine 'Huggy' Hopkins", 'Jason Lee']]
Predicted Ans:    Jason Lee
Predicted Path:   Doug Ellin --[(INV) directed_by]--> Kissing a Fool --[starred_actors]--> Jason Lee
Path (Raw):       Doug Ellin --[No Operation]--> Doug Ellin --[(INV) directed_by]--> Kissing a Fool --[starred_actors]--> Jason Lee
Neg LogProb(↓):   0.029560
Path Entropy(↓):  0.143340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the son's room
Start Entity:     The Son's Room
Gold Answer:      [['Nanni Moretti']]
Predicted Ans:    Nanni Moretti
Predicted Path:   The Son's Room --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Caiman --[directed_by]--> Nanni Moretti
Path (Raw):       The Son's Room --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Caiman --[directed_by]--> Nanni Moretti
Neg LogProb(↓):   0.536274
Path Entropy(↓):  1.045695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the outside man starred which actors
Start Entity:     The Outside Man
Gold Answer:      [['Roy Scheider', 'Angie Dickinson']]
Predicted Ans:    Roy Scheider
Predicted Path:   The Outside Man --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> 52 Pick-Up --[starred_actors]--> Roy Scheider
Path (Raw):       The Outside Man --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> 52 Pick-Up --[starred_actors]--> Roy Scheider
Neg LogProb(↓):   0.749559
Path Entropy(↓):  1.552178
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in grill point
Start Entity:     Grill Point
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Grill Point --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Grill Point --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   1.177403
Path Entropy(↓):  2.193890
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film la mujer de mi hermano were in which languages
Start Entity:     La mujer de mi hermano
Gold Answer:      [['Hindi', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   La mujer de mi hermano --[starred_actors]--> Bárbara Mori --[(INV) starred_actors]--> Kites --[in_language]--> Spanish
Path (Raw):       La mujer de mi hermano --[starred_actors]--> Bárbara Mori --[(INV) starred_actors]--> Kites --[in_language]--> Spanish
Neg LogProb(↓):   0.675860
Path Entropy(↓):  0.702122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film off beat are written by who
Start Entity:     Off Beat
Gold Answer:      [['Paul Mazursky', 'Wayne Kramer', 'Jack Finney', 'Dale Launer', 'Gordon Hessler', 'Richard Adams', 'Eddie Murphy', 'F. Anstey', 'Gary DeVore', 'Jimmy Huston', 'Ken Finkleman', 'Ed Solomon', 'Tom Holland', 'Choderlos de Laclos', 'Cameron Crowe', 'Rory Kelly', 'Percy Adlon', 'Dick Wolf', 'Paul Glickler', 'Robert Bloch', 'John Pielmeier']]
Predicted Ans:    Jack Finney
Predicted Path:   Off Beat --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[written_by]--> Jack Finney
Path (Raw):       Off Beat --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[written_by]--> Jack Finney
Neg LogProb(↓):   0.066748
Path Entropy(↓):  0.318489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the death kiss are written by who
Start Entity:     The Death Kiss
Gold Answer:      [['Richard H. Landau', 'Steve Fisher', 'Reginald Owen', 'Robert Florey', 'Arthur Conan Doyle', 'Gordon Ray Young', 'Paul Fix', 'Michael Hogan', 'George Bruce', 'Curt Siodmak', 'Edgar Allan Woolf', 'Florence Ryerson', 'Frank Gruber']]
Predicted Ans:    Curt Siodmak
Predicted Path:   The Death Kiss --[directed_by]--> Edwin L. Marin --[(INV) directed_by]--> Invisible Agent --[written_by]--> Curt Siodmak
Path (Raw):       The Death Kiss --[directed_by]--> Edwin L. Marin --[(INV) directed_by]--> Invisible Agent --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.050992
Path Entropy(↓):  0.226380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie married to the mob were released in which years
Start Entity:     Married to the Mob
Gold Answer:      [['1998', '1980', '1975', '2008', '1993', '1991', '2013', '1961', '2002', '1987', '1986', '1974', '1984', '1977']]
Predicted Ans:    1980
Predicted Path:   Married to the Mob --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard --[release_year]--> 1980
Path (Raw):       Married to the Mob --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard --[release_year]--> 1980
Neg LogProb(↓):   1.659672
Path Entropy(↓):  2.047750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by sylvester stallone in
Start Entity:     Sylvester Stallone
Gold Answer:      [['Music', 'Sport', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Sylvester Stallone --[(INV) starred_actors]--> Oscar --[has_genre]--> Comedy
Path (Raw):       Sylvester Stallone --[No Operation]--> Sylvester Stallone --[(INV) starred_actors]--> Oscar --[has_genre]--> Comedy
Neg LogProb(↓):   0.749752
Path Entropy(↓):  1.284826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie the good son
Start Entity:     The Good Son
Gold Answer:      [['Ian McEwan']]
Predicted Ans:    Ian McEwan
Predicted Path:   The Good Son --[written_by]--> Ian McEwan --[(INV) written_by]--> The Good Son --[written_by]--> Ian McEwan
Path (Raw):       The Good Son --[written_by]--> Ian McEwan --[(INV) written_by]--> The Good Son --[written_by]--> Ian McEwan
Neg LogProb(↓):   0.444767
Path Entropy(↓):  0.707619
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie one hour with you were in which languages
Start Entity:     One Hour with You
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   One Hour with You --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Love Parade --[in_language]--> French
Path (Raw):       One Hour with You --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   0.613673
Path Entropy(↓):  1.202931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by katrin benedikt
Start Entity:     Katrin Benedikt
Gold Answer:      [['Jason Statham', 'Arnold Schwarzenegger', 'Sylvester Stallone', 'Harrison Ford']]
Predicted Ans:    Jason Statham
Predicted Path:   Katrin Benedikt --[(INV) written_by]--> The Expendables 3 --[starred_actors]--> Jason Statham
Path (Raw):       Katrin Benedikt --[No Operation]--> Katrin Benedikt --[(INV) written_by]--> The Expendables 3 --[starred_actors]--> Jason Statham
Neg LogProb(↓):   0.093030
Path Entropy(↓):  0.375053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of downtown also directed which movies
Start Entity:     Downtown
Gold Answer:      [['Racing with the Moon', 'Mermaids', 'The Shrink Is In', 'My Stepmother Is an Alien', 'The Pentagon Wars', 'Milk Money', 'Made in America', 'Little Nikita', 'Marci X', 'City Heat', 'My Favorite Year', 'The Money Pit']]
Predicted Ans:    Mermaids
Predicted Path:   Downtown --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids
Path (Raw):       Downtown --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids --[No Operation]--> Mermaids
Neg LogProb(↓):   0.226533
Path Entropy(↓):  0.832935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of sound of the mountain starred who
Start Entity:     Sound of the Mountain
Gold Answer:      [['Setsuko Hara']]
Predicted Ans:    Setsuko Hara
Predicted Path:   Sound of the Mountain --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Sound of the Mountain --[starred_actors]--> Setsuko Hara
Path (Raw):       Sound of the Mountain --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Sound of the Mountain --[starred_actors]--> Setsuko Hara
Neg LogProb(↓):   0.001444
Path Entropy(↓):  0.012511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie late autumn
Start Entity:     Late Autumn
Gold Answer:      [['Mikio Naruse', 'Akira Kurosawa']]
Predicted Ans:    Mikio Naruse
Predicted Path:   Late Autumn --[starred_actors]--> Setsuko Hara --[(INV) starred_actors]--> Sound of the Mountain --[directed_by]--> Mikio Naruse
Path (Raw):       Late Autumn --[starred_actors]--> Setsuko Hara --[(INV) starred_actors]--> Sound of the Mountain --[directed_by]--> Mikio Naruse
Neg LogProb(↓):   0.002114
Path Entropy(↓):  0.016169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of josh gad starred movies
Start Entity:     Josh Gad
Gold Answer:      [['Jennifer Lee', 'Shivajee Chandrabhushan', 'Peter Cattaneo', 'Chris Buck', 'Jeremy Garelick', 'Adam Green', 'Stuart Blumberg', 'Joshua Michael Stern']]
Predicted Ans:    Chris Buck
Predicted Path:   Josh Gad --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Path (Raw):       Josh Gad --[No Operation]--> Josh Gad --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.544528
Path Entropy(↓):  1.179808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of brett halliday written films
Start Entity:     Brett Halliday
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Brett Halliday --[(INV) written_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Path (Raw):       Brett Halliday --[No Operation]--> Brett Halliday --[(INV) written_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does michael hurst act in
Start Entity:     Michael Hurst
Gold Answer:      [['Bitch Slap']]
Predicted Ans:    Bitch Slap
Predicted Path:   Michael Hurst --[(INV) starred_actors]--> Bitch Slap --[starred_actors]--> Erin Cummings --[(INV) starred_actors]--> Bitch Slap
Path (Raw):       Michael Hurst --[(INV) starred_actors]--> Bitch Slap --[starred_actors]--> Erin Cummings --[(INV) starred_actors]--> Bitch Slap
Neg LogProb(↓):   0.227024
Path Entropy(↓):  0.531970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by frank sinatra were released in which years
Start Entity:     Frank Sinatra
Gold Answer:      [['1980', '1970', '1954', '1959', '1967', '1984', '2007', '1968', '1963', '1957', '1951', '1956', '1961', '1955', '1962', '1964', '1949', '1966', '1960', '1965', '1945', '1958']]
Predicted Ans:    1955
Predicted Path:   Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Path (Raw):       Frank Sinatra --[No Operation]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Neg LogProb(↓):   0.853211
Path Entropy(↓):  1.977553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by moustapha akkad
Start Entity:     Moustapha Akkad
Gold Answer:      [['Anthony Quinn', 'Oliver Reed']]
Predicted Ans:    Oliver Reed
Predicted Path:   Moustapha Akkad --[(INV) directed_by]--> Lion of the Desert --[starred_actors]--> Oliver Reed
Path (Raw):       Moustapha Akkad --[No Operation]--> Moustapha Akkad --[(INV) directed_by]--> Lion of the Desert --[starred_actors]--> Oliver Reed
Neg LogProb(↓):   0.591459
Path Entropy(↓):  0.687410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote loving you
Start Entity:     Loving You
Gold Answer:      [['1978', '1960', '1953', '1961', '1955', '1956']]
Predicted Ans:    1961
Predicted Path:   Loving You --[written_by]--> Hal Kanter --[(INV) written_by]--> Pocketful of Miracles --[release_year]--> 1961
Path (Raw):       Loving You --[written_by]--> Hal Kanter --[(INV) written_by]--> Pocketful of Miracles --[release_year]--> 1961
Neg LogProb(↓):   0.238226
Path Entropy(↓):  0.756136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with adam hicks
Start Entity:     Adam Hicks
Gold Answer:      [['Hallie Kate Eisenberg', 'Luke Benward', 'Austin Rogers']]
Predicted Ans:    Adam Hicks
Predicted Path:   Adam Hicks --[(INV) starred_actors]--> How to Eat Fried Worms --[starred_actors]--> Adam Hicks
Path (Raw):       Adam Hicks --[No Operation]--> Adam Hicks --[(INV) starred_actors]--> How to Eat Fried Worms --[starred_actors]--> Adam Hicks
Neg LogProb(↓):   0.020486
Path Entropy(↓):  0.103601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of around the world in 80 days
Start Entity:     Around the World in 80 Days
Gold Answer:      [['The Tuxedo', 'The Young Master', 'New Police Story', 'Shanghai Noon', 'Möbius', 'The Kid with a Bike', 'Little Big Soldier', 'Rush Hour 3', 'Twin Dragons', 'Police Story', 'Happy Endings', 'Rush Hour', 'The Karate Kid', 'Police Story 2', 'The Look of Love', 'What Goes Up', 'The Myth', 'Dragons Forever', 'Thunderbolt', 'Alan Partridge', 'Rush Hour 2', 'What Maisie Knew', 'Island of Fire', 'Spiritual Kung Fu', 'The Accidental Spy', 'Mr. Nice Guy', "Snake in the Eagle's Shadow", 'Gorgeous', 'Crime Story', 'The Medallion', 'Drunken Master', '24 Hour Party People', 'Armour of God', 'The Spy Next Door', 'Shinjuku Incident', 'The Protector', 'City Hunter', 'Project A', 'Hamlet 2', 'The Forbidden Kingdom', 'Philomena', 'Hereafter', 'The Fearless Hyena', 'Wheels on Meals', 'Rumble in the Bronx', 'Who Am I?', '1911', 'High Tension']]
Predicted Ans:    Thunderbolt
Predicted Path:   Around the World in 80 Days --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Path (Raw):       Around the World in 80 Days --[starred_actors]--> Jackie Chan --[No Operation]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Neg LogProb(↓):   0.877187
Path Entropy(↓):  1.887028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Irwin allen was the director of which movies
Start Entity:     Irwin Allen
Gold Answer:      [['Five Weeks in a Balloon', 'The Lost World', 'Voyage to the Bottom of the Sea', 'The Swarm', 'Beyond the Poseidon Adventure', 'The Poseidon Adventure']]
Predicted Ans:    The Poseidon Adventure
Predicted Path:   Irwin Allen --[(INV) directed_by]--> The Lost World --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Poseidon Adventure
Path (Raw):       Irwin Allen --[(INV) directed_by]--> The Lost World --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Poseidon Adventure
Neg LogProb(↓):   1.584214
Path Entropy(↓):  2.836202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter vic morrow co - wrote movies with who
Start Entity:     Vic Morrow
Gold Answer:      [['Frank Kowalski']]
Predicted Ans:    Frank Kowalski
Predicted Path:   Vic Morrow --[(INV) written_by]--> A Man Called Sledge --[written_by]--> Frank Kowalski
Path (Raw):       Vic Morrow --[No Operation]--> Vic Morrow --[(INV) written_by]--> A Man Called Sledge --[written_by]--> Frank Kowalski
Neg LogProb(↓):   0.057891
Path Entropy(↓):  0.216515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in house of dark shadows
Start Entity:     House of Dark Shadows
Gold Answer:      [['Jonathan Frid', 'Kathryn Leigh Scott']]
Predicted Ans:    Kathryn Leigh Scott
Predicted Path:   House of Dark Shadows --[starred_actors]--> Kathryn Leigh Scott --[(INV) starred_actors]--> House of Dark Shadows --[starred_actors]--> Kathryn Leigh Scott
Path (Raw):       House of Dark Shadows --[starred_actors]--> Kathryn Leigh Scott --[(INV) starred_actors]--> House of Dark Shadows --[starred_actors]--> Kathryn Leigh Scott
Neg LogProb(↓):   0.002495
Path Entropy(↓):  0.018529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie author! author! in a few words
Start Entity:     Author! Author!
Gold Answer:      [['arthur hiller']]
Predicted Ans:    kristin scott thomas
Predicted Path:   Author! Author! --[written_by]--> Israel Horovitz --[(INV) written_by]--> My Old Lady --[has_tags]--> kristin scott thomas
Path (Raw):       Author! Author! --[written_by]--> Israel Horovitz --[(INV) written_by]--> My Old Lady --[has_tags]--> kristin scott thomas
Neg LogProb(↓):   0.134008
Path Entropy(↓):  0.478059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie of mice and men
Start Entity:     Of Mice and Men
Gold Answer:      [['1946', '2008', '2003', '1959', '1993', '1936', '2006', '1985', '1967', '1941', '1974', '1984', '1998', '1963', '1939', '1951', '2010', '2004', '1947', '1956', '1995', '1976', '1948', '2001', '1990', '1989', '1942', '1996', '2002', '1981', '2012', '1955', '2013', '1962', '1988', '1978', '2000', '1949', '1964', '1966', '1950', '1991', '1929', '1999', '1945', '1987', '1958', '1930']]
Predicted Ans:    1930
Predicted Path:   Of Mice and Men --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie --[release_year]--> 1930
Path (Raw):       Of Mice and Men --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie --[release_year]--> 1930
Neg LogProb(↓):   0.319243
Path Entropy(↓):  1.006710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in hugh quarshie starred movies
Start Entity:     Hugh Quarshie
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Hugh Quarshie --[(INV) starred_actors]--> The Church --[in_language]--> Italian
Path (Raw):       Hugh Quarshie --[No Operation]--> Hugh Quarshie --[(INV) starred_actors]--> The Church --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie american teen were released in which years
Start Entity:     American Teen
Gold Answer:      [['2002', '2010', '2004']]
Predicted Ans:    2010
Predicted Path:   American Teen --[directed_by]--> Nanette Burstein --[(INV) directed_by]--> Going the Distance --[release_year]--> 2010
Path (Raw):       American Teen --[directed_by]--> Nanette Burstein --[(INV) directed_by]--> Going the Distance --[release_year]--> 2010
Neg LogProb(↓):   0.264473
Path Entropy(↓):  0.642329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of dersu uzala
Start Entity:     Dersu Uzala
Gold Answer:      [['Bruce Dern', 'Tatsuya Nakadai', 'Christopher Walken', 'Takashi Shimura', 'Bruce Willis', 'Masayuki Mori', 'Jon Voight', 'Eric Roberts', 'Rebecca De Mornay']]
Predicted Ans:    Tatsuya Nakadai
Predicted Path:   Dersu Uzala --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Path (Raw):       Dersu Uzala --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Neg LogProb(↓):   0.694033
Path Entropy(↓):  0.974946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by adam carolla
Start Entity:     Adam Carolla
Gold Answer:      [['Russell Harvard']]
Predicted Ans:    Adam Carolla
Predicted Path:   Adam Carolla --[(INV) written_by]--> The Hammer --[starred_actors]--> Adam Carolla
Path (Raw):       Adam Carolla --[No Operation]--> Adam Carolla --[(INV) written_by]--> The Hammer --[starred_actors]--> Adam Carolla
Neg LogProb(↓):   0.003934
Path Entropy(↓):  0.028148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the croods written by
Start Entity:     The Croods
Gold Answer:      [['Chris Sanders']]
Predicted Ans:    Robert D. San Souci
Predicted Path:   The Croods --[written_by]--> Chris Sanders --[(INV) written_by]--> Mulan --[written_by]--> Robert D. San Souci
Path (Raw):       The Croods --[written_by]--> Chris Sanders --[(INV) written_by]--> Mulan --[written_by]--> Robert D. San Souci
Neg LogProb(↓):   0.281009
Path Entropy(↓):  0.907587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in god's gun also appears in which movies
Start Entity:     God's Gun
Gold Answer:      [['The Desperados', 'Halls of Montezuma', 'It Conquered the World', 'Sabata', 'The Big Knife', 'Torture Garden', 'The Swan Princess', 'Ten Seconds to Hell', 'Sudden Fear', 'Without Warning', 'The Octagon', 'The Good, the Bad and the Ugly', 'Attack', "Chato's Land", "Bram Stoker's Dracula", 'Arrowhead', 'Hawk the Slayer', 'Death Rides a Horse', 'Panic in the Streets', 'For a Few Dollars More']]
Predicted Ans:    For a Few Dollars More
Predicted Path:   God's Gun --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More
Path (Raw):       God's Gun --[starred_actors]--> Lee Van Cleef --[No Operation]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More
Neg LogProb(↓):   0.202239
Path Entropy(↓):  0.588729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote palindromes
Start Entity:     Palindromes
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Palindromes --[written_by]--> Todd Solondz --[(INV) written_by]--> Dark Horse --[has_genre]--> Drama
Path (Raw):       Palindromes --[written_by]--> Todd Solondz --[(INV) written_by]--> Dark Horse --[has_genre]--> Drama
Neg LogProb(↓):   0.665980
Path Entropy(↓):  0.806530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of he walked by night
Start Entity:     He Walked by Night
Gold Answer:      [['John C. Higgins', 'Lou Breslow', 'Stanley Rauh', 'Thomas T. Flynn', 'Frank Burt', 'George Zuckerman', 'Ben Barzman', 'Anthony Mann', 'Ben Maddow', 'Howard Estabrook', 'Basilio Franchina', 'Edna Ferber', 'Harold Jack Bloom', 'Nunnally Johnson', 'Van Van Praag', 'Philip Yordan', 'Will C. Brown', 'Sam Rolfe', 'Borden Chase', 'Robert L. Richards', 'George Hembert Westley', 'Fredric M. Frank', 'Reginald Rose', 'Erskine Caldwell']]
Predicted Ans:    Borden Chase
Predicted Path:   He Walked by Night --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[written_by]--> Borden Chase
Path (Raw):       He Walked by Night --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[written_by]--> Borden Chase
Neg LogProb(↓):   1.077826
Path Entropy(↓):  2.170340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with la femme nikita in
Start Entity:     La Femme Nikita
Gold Answer:      [['Japanese', 'French', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   La Femme Nikita --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Path (Raw):       La Femme Nikita --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.304302
Path Entropy(↓):  0.992974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie vexille are written by who
Start Entity:     Vexille
Gold Answer:      [['Hiroshi Takahashi']]
Predicted Ans:    Hiroshi Takahashi
Predicted Path:   Vexille --[starred_actors]--> Meisa Kuroki --[(INV) starred_actors]--> Crows Zero --[written_by]--> Hiroshi Takahashi
Path (Raw):       Vexille --[starred_actors]--> Meisa Kuroki --[(INV) starred_actors]--> Crows Zero --[written_by]--> Hiroshi Takahashi
Neg LogProb(↓):   0.000198
Path Entropy(↓):  0.001996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of scenes of a sexual nature
Start Entity:     Scenes of a Sexual Nature
Gold Answer:      [['Ed Blum']]
Predicted Ans:    Ed Blum
Predicted Path:   Scenes of a Sexual Nature --[directed_by]--> Ed Blum --[(INV) directed_by]--> Scenes of a Sexual Nature --[directed_by]--> Ed Blum
Path (Raw):       Scenes of a Sexual Nature --[directed_by]--> Ed Blum --[(INV) directed_by]--> Scenes of a Sexual Nature --[directed_by]--> Ed Blum
Neg LogProb(↓):   0.018549
Path Entropy(↓):  0.104299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed bedknobs and broomsticks
Start Entity:     Bedknobs and Broomsticks
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Bedknobs and Broomsticks --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Jane Eyre --[has_genre]--> Drama
Path (Raw):       Bedknobs and Broomsticks --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Jane Eyre --[has_genre]--> Drama
Neg LogProb(↓):   1.122143
Path Entropy(↓):  1.559147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of this above all
Start Entity:     This Above All
Gold Answer:      [['Donald Crisp', 'Peter Lawford', 'June Lockhart', 'Roddy McDowall']]
Predicted Ans:    Joan Fontaine
Predicted Path:   This Above All --[written_by]--> Eric Knight --[(INV) written_by]--> This Above All --[starred_actors]--> Joan Fontaine
Path (Raw):       This Above All --[written_by]--> Eric Knight --[(INV) written_by]--> This Above All --[starred_actors]--> Joan Fontaine
Neg LogProb(↓):   0.266079
Path Entropy(↓):  0.821365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same actor of saint laurent
Start Entity:     Saint Laurent
Gold Answer:      [['Beauty and the Beast', 'My Way', 'Frontier of the Dawn', 'Regular Lovers', 'A Burning Hot Summer', 'Hannibal Rising', 'Diary of a Chambermaid', 'Farewell, My Queen', 'The Princess of Montpensier', 'Dans Paris', 'Strayed', 'Love Songs']]
Predicted Ans:    Saint Laurent
Predicted Path:   Saint Laurent --[starred_actors]--> Louis Garrel --[(INV) starred_actors]--> Saint Laurent
Path (Raw):       Saint Laurent --[starred_actors]--> Louis Garrel --[No Operation]--> Louis Garrel --[(INV) starred_actors]--> Saint Laurent
Neg LogProb(↓):   1.094458
Path Entropy(↓):  1.360793
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie 100 feet
Start Entity:     100 Feet
Gold Answer:      [['Wayne Smith', 'Eric Red']]
Predicted Ans:    Eric Red
Predicted Path:   100 Feet --[directed_by]--> Eric Red --[(INV) directed_by]--> Bad Moon --[written_by]--> Eric Red
Path (Raw):       100 Feet --[directed_by]--> Eric Red --[(INV) directed_by]--> Bad Moon --[written_by]--> Eric Red
Neg LogProb(↓):   0.000706
Path Entropy(↓):  0.005959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by michael chabon
Start Entity:     Michael Chabon
Gold Answer:      [['Curtis Hanson', 'Sam Raimi', 'Rawson Marshall Thurber', 'Andrew Stanton']]
Predicted Ans:    Sam Raimi
Predicted Path:   Michael Chabon --[(INV) written_by]--> Spider-Man 2 --[directed_by]--> Sam Raimi
Path (Raw):       Michael Chabon --[No Operation]--> Michael Chabon --[(INV) written_by]--> Spider-Man 2 --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.006025
Path Entropy(↓):  0.038958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by deems taylor were directed by who
Start Entity:     Deems Taylor
Gold Answer:      [['Ben Sharpsteen']]
Predicted Ans:    Ben Sharpsteen
Predicted Path:   Deems Taylor --[(INV) starred_actors]--> Fantasia --[directed_by]--> Ben Sharpsteen
Path (Raw):       Deems Taylor --[No Operation]--> Deems Taylor --[(INV) starred_actors]--> Fantasia --[directed_by]--> Ben Sharpsteen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the fog
Start Entity:     The Fog
Gold Answer:      [['John Carpenter', 'Debra Hill']]
Predicted Ans:    John Carpenter
Predicted Path:   The Fog --[written_by]--> Debra Hill --[(INV) written_by]--> Escape from L.A. --[written_by]--> John Carpenter
Path (Raw):       The Fog --[written_by]--> Debra Hill --[(INV) written_by]--> Escape from L.A. --[written_by]--> John Carpenter
Neg LogProb(↓):   1.054898
Path Entropy(↓):  1.657968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by elephant boy writers release
Start Entity:     Elephant Boy
Gold Answer:      [['1975', '1937', '1939', '1967']]
Predicted Ans:    1939
Predicted Path:   Elephant Boy --[written_by]--> Rudyard Kipling --[(INV) written_by]--> Gunga Din --[release_year]--> 1939
Path (Raw):       Elephant Boy --[written_by]--> Rudyard Kipling --[(INV) written_by]--> Gunga Din --[release_year]--> 1939
Neg LogProb(↓):   0.225290
Path Entropy(↓):  0.703408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by rick moody
Start Entity:     Rick Moody
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Rick Moody --[(INV) written_by]--> The Ice Storm --[has_genre]--> Drama
Path (Raw):       Rick Moody --[No Operation]--> Rick Moody --[(INV) written_by]--> The Ice Storm --[has_genre]--> Drama
Neg LogProb(↓):   0.272295
Path Entropy(↓):  0.549195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by feo aladag were released in which years
Start Entity:     Feo Aladag
Gold Answer:      [['2014', '2010']]
Predicted Ans:    2014
Predicted Path:   Feo Aladag --[(INV) directed_by]--> Inbetween Worlds --[release_year]--> 2014
Path (Raw):       Feo Aladag --[No Operation]--> Feo Aladag --[(INV) directed_by]--> Inbetween Worlds --[release_year]--> 2014
Neg LogProb(↓):   0.094109
Path Entropy(↓):  0.302116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in aleksandr sokurov directed films
Start Entity:     Aleksandr Sokurov
Gold Answer:      [['Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   Aleksandr Sokurov --[(INV) directed_by]--> The Sun --[in_language]--> Japanese
Path (Raw):       Aleksandr Sokurov --[No Operation]--> Aleksandr Sokurov --[(INV) directed_by]--> The Sun --[in_language]--> Japanese
Neg LogProb(↓):   0.006813
Path Entropy(↓):  0.040664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by oscar polk release
Start Entity:     Oscar Polk
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   Oscar Polk --[(INV) starred_actors]--> The Green Pastures --[release_year]--> 1936
Path (Raw):       Oscar Polk --[No Operation]--> Oscar Polk --[(INV) starred_actors]--> The Green Pastures --[release_year]--> 1936
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of night on earth is also the director of which films
Start Entity:     Night on Earth
Gold Answer:      [['Broken Flowers', 'Permanent Vacation', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Coffee and Cigarettes', 'Mystery Train', 'Only Lovers Left Alive']]
Predicted Ans:    Broken Flowers
Predicted Path:   Night on Earth --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers
Path (Raw):       Night on Earth --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers --[No Operation]--> Broken Flowers
Neg LogProb(↓):   0.897340
Path Entropy(↓):  1.737232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of a run for your money also starred in which movies
Start Entity:     A Run for Your Money
Gold Answer:      [['The Mudlark', 'Tunes of Glory', 'Kind Hearts and Coronets', 'Little Lord Fauntleroy', 'Last Holiday', 'Our Man in Havana', 'The Bridge on the River Kwai', 'The Ladykillers', "The Horse's Mouth", 'Cromwell', 'The Fall of the Roman Empire', 'Lovesick', 'The Lavender Hill Mob', 'The Prisoner', 'The Man in the White Suit', 'A Study in Terror', 'The Swan', "The Captain's Paradise", 'The Quiller Memorandum', 'Oliver Twist']]
Predicted Ans:    Oliver Twist
Predicted Path:   A Run for Your Money --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Oliver Twist
Path (Raw):       A Run for Your Money --[starred_actors]--> Alec Guinness --[No Operation]--> Alec Guinness --[(INV) starred_actors]--> Oliver Twist
Neg LogProb(↓):   1.174670
Path Entropy(↓):  2.325226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by identification of a woman writers release
Start Entity:     Identification of a Woman
Gold Answer:      [['1962', '1995', '1970', '1964', '1975', '1957', '1950', '1960', '2004', '1961', '1952']]
Predicted Ans:    1995
Predicted Path:   Identification of a Woman --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       Identification of a Woman --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.545707
Path Entropy(↓):  1.320923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film toy story
Start Entity:     Toy Story
Gold Answer:      [['Pete Docter', 'John Lasseter', 'Joss Whedon', 'Andrew Stanton', 'Joel Cohen', 'Alec Sokolow']]
Predicted Ans:    Joel Cohen
Predicted Path:   Toy Story --[written_by]--> Joel Cohen --[(INV) written_by]--> Toy Story --[written_by]--> Joel Cohen
Path (Raw):       Toy Story --[written_by]--> Joel Cohen --[(INV) written_by]--> Toy Story --[written_by]--> Joel Cohen
Neg LogProb(↓):   0.949301
Path Entropy(↓):  1.230774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with tom eyen
Start Entity:     Tom Eyen
Gold Answer:      [['Bill Condon']]
Predicted Ans:    Tom Eyen
Predicted Path:   Tom Eyen --[(INV) written_by]--> Dreamgirls --[written_by]--> Tom Eyen
Path (Raw):       Tom Eyen --[No Operation]--> Tom Eyen --[(INV) written_by]--> Dreamgirls --[written_by]--> Tom Eyen
Neg LogProb(↓):   0.020313
Path Entropy(↓):  0.098459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films for the writer of catwoman
Start Entity:     Catwoman
Gold Answer:      [['Tim Burton']]
Predicted Ans:    Tim Burton
Predicted Path:   Catwoman --[written_by]--> Bob Kane --[(INV) written_by]--> Batman --[directed_by]--> Tim Burton
Path (Raw):       Catwoman --[written_by]--> Bob Kane --[(INV) written_by]--> Batman --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.693599
Path Entropy(↓):  0.696762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by charles berling
Start Entity:     Charles Berling
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Charles Berling --[(INV) starred_actors]--> Those Who Love Me Can Take the Train --[in_language]--> French
Path (Raw):       Charles Berling --[No Operation]--> Charles Berling --[(INV) starred_actors]--> Those Who Love Me Can Take the Train --[in_language]--> French
Neg LogProb(↓):   0.001117
Path Entropy(↓):  0.009112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in invasion of the bee girls
Start Entity:     Invasion of the Bee Girls
Gold Answer:      [['Val Guest', 'Buddy Van Horn', 'Jack Hill']]
Predicted Ans:    Denis Sanders
Predicted Path:   Invasion of the Bee Girls --[starred_actors]--> Victoria Vetri --[(INV) starred_actors]--> Invasion of the Bee Girls --[directed_by]--> Denis Sanders
Path (Raw):       Invasion of the Bee Girls --[starred_actors]--> Victoria Vetri --[(INV) starred_actors]--> Invasion of the Bee Girls --[directed_by]--> Denis Sanders
Neg LogProb(↓):   0.084211
Path Entropy(↓):  0.337288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by stevie wermers were released in which years
Start Entity:     Stevie Wermers
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Stevie Wermers --[(INV) written_by]--> The Ballad of Nessie --[release_year]--> 2011
Path (Raw):       Stevie Wermers --[No Operation]--> Stevie Wermers --[(INV) written_by]--> The Ballad of Nessie --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of admission
Start Entity:     Admission
Gold Answer:      [['Baby Mama', 'Mean Girls', 'Muppets Most Wanted', 'Date Night', 'Megamind']]
Predicted Ans:    Mean Girls
Predicted Path:   Admission --[starred_actors]--> Tina Fey --[(INV) starred_actors]--> Mean Girls
Path (Raw):       Admission --[starred_actors]--> Tina Fey --[No Operation]--> Tina Fey --[(INV) starred_actors]--> Mean Girls
Neg LogProb(↓):   0.036938
Path Entropy(↓):  0.202861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the shark in venice director
Start Entity:     Shark in Venice
Gold Answer:      [['Danny Lerner']]
Predicted Ans:    Danny Lerner
Predicted Path:   Shark in Venice --[directed_by]--> Danny Lerner --[(INV) directed_by]--> Direct Contact --[written_by]--> Danny Lerner
Path (Raw):       Shark in Venice --[directed_by]--> Danny Lerner --[(INV) directed_by]--> Direct Contact --[written_by]--> Danny Lerner
Neg LogProb(↓):   0.000260
Path Entropy(↓):  0.002506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in libertarias
Start Entity:     Libertarias
Gold Answer:      [['Ariadna Gil', 'Ana Belén']]
Predicted Ans:    Ariadna Gil
Predicted Path:   Libertarias --[starred_actors]--> Ariadna Gil --[(INV) starred_actors]--> Libertarias --[starred_actors]--> Ariadna Gil
Path (Raw):       Libertarias --[starred_actors]--> Ariadna Gil --[(INV) starred_actors]--> Libertarias --[starred_actors]--> Ariadna Gil
Neg LogProb(↓):   0.048660
Path Entropy(↓):  0.213454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by mark steilen
Start Entity:     Mark Steilen
Gold Answer:      [['Gabe Grifoni', 'Suzanne Francis']]
Predicted Ans:    Suzanne Francis
Predicted Path:   Mark Steilen --[(INV) directed_by]--> Wieners --[written_by]--> Suzanne Francis
Path (Raw):       Mark Steilen --[No Operation]--> Mark Steilen --[(INV) directed_by]--> Wieners --[written_by]--> Suzanne Francis
Neg LogProb(↓):   0.094961
Path Entropy(↓):  0.308092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by sidney lumet released
Start Entity:     Sidney Lumet
Gold Answer:      [['1980', '1946', '1992', '1993', '2006', '1974', '1977', '2007', '1968', '1957', '2004', '1982', '1973', '1983', '1976', '1972', '1971', '1989', '1981', '2013', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '1960', '1965', '1999', '1986']]
Predicted Ans:    1974
Predicted Path:   Sidney Lumet --[(INV) directed_by]--> Murder on the Orient Express --[release_year]--> 1974
Path (Raw):       Sidney Lumet --[No Operation]--> Sidney Lumet --[(INV) directed_by]--> Murder on the Orient Express --[release_year]--> 1974
Neg LogProb(↓):   1.534137
Path Entropy(↓):  2.450764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by susan ward were in which genres
Start Entity:     Susan Ward
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Susan Ward --[(INV) starred_actors]--> The In Crowd --[has_genre]--> Thriller
Path (Raw):       Susan Ward --[No Operation]--> Susan Ward --[(INV) starred_actors]--> The In Crowd --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by betsy drake released
Start Entity:     Betsy Drake
Gold Answer:      [['1957', '1950', '1948']]
Predicted Ans:    1957
Predicted Path:   Betsy Drake --[(INV) starred_actors]--> Will Success Spoil Rock Hunter? --[release_year]--> 1957
Path (Raw):       Betsy Drake --[No Operation]--> Betsy Drake --[(INV) starred_actors]--> Will Success Spoil Rock Hunter? --[release_year]--> 1957
Neg LogProb(↓):   0.520991
Path Entropy(↓):  0.777447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was quarantine released
Start Entity:     Quarantine
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Quarantine --[release_year]--> 2008 --[(INV) release_year]--> Ghost Town --[release_year]--> 2008
Path (Raw):       Quarantine --[release_year]--> 2008 --[(INV) release_year]--> Ghost Town --[release_year]--> 2008
Neg LogProb(↓):   1.935472
Path Entropy(↓):  3.529579
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about julie taymor
Start Entity:     julie taymor
Gold Answer:      [['Across the Universe', 'Titus', 'Frida']]
Predicted Ans:    Romeo and Juliet
Predicted Path:   julie taymor --[(INV) has_tags]--> Titus --[has_tags]--> shakespeare --[(INV) has_tags]--> Romeo and Juliet
Path (Raw):       julie taymor --[(INV) has_tags]--> Titus --[has_tags]--> shakespeare --[(INV) has_tags]--> Romeo and Juliet
Neg LogProb(↓):   0.283917
Path Entropy(↓):  1.180123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by kyle maclachlan released
Start Entity:     Kyle MacLachlan
Gold Answer:      [['1995', '2000', '1964', '1997', '1948', '2009', '1990', '1991', '1969', '1996', '2002', '1987', '1986']]
Predicted Ans:    1964
Predicted Path:   Kyle MacLachlan --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Path (Raw):       Kyle MacLachlan --[No Operation]--> Kyle MacLachlan --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   0.612859
Path Entropy(↓):  1.622112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of dichen lachman starred movies
Start Entity:     Dichen Lachman
Gold Answer:      [['Anton King']]
Predicted Ans:    Anton King
Predicted Path:   Dichen Lachman --[(INV) starred_actors]--> Lust for Love --[directed_by]--> Anton King
Path (Raw):       Dichen Lachman --[No Operation]--> Dichen Lachman --[(INV) starred_actors]--> Lust for Love --[directed_by]--> Anton King
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie step up
Start Entity:     Step Up
Gold Answer:      [['Anne Fletcher']]
Predicted Ans:    Anne Fletcher
Predicted Path:   Step Up --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[directed_by]--> Anne Fletcher
Path (Raw):       Step Up --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[directed_by]--> Anne Fletcher
Neg LogProb(↓):   0.001229
Path Entropy(↓):  0.009507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by stuart millar
Start Entity:     Stuart Millar
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Stuart Millar --[(INV) directed_by]--> Rooster Cogburn --[has_genre]--> Western
Path (Raw):       Stuart Millar --[No Operation]--> Stuart Millar --[(INV) directed_by]--> Rooster Cogburn --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in just visiting
Start Entity:     Just Visiting
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Just Visiting --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Path (Raw):       Just Visiting --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Neg LogProb(↓):   0.790866
Path Entropy(↓):  1.179599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe radioland murders in a few words
Start Entity:     Radioland Murders
Gold Answer:      [['radio', 'george lucas']]
Predicted Ans:    george lucas
Predicted Path:   Radioland Murders --[has_tags]--> george lucas --[(INV) has_tags]--> Radioland Murders --[has_tags]--> george lucas
Path (Raw):       Radioland Murders --[has_tags]--> george lucas --[(INV) has_tags]--> Radioland Murders --[has_tags]--> george lucas
Neg LogProb(↓):   0.000673
Path Entropy(↓):  0.005984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film this is elvis
Start Entity:     This Is Elvis
Gold Answer:      [['Dana Olsen']]
Predicted Ans:    Dana Olsen
Predicted Path:   This Is Elvis --[directed_by]--> Andrew Solt --[(INV) directed_by]--> It Came from Hollywood --[written_by]--> Dana Olsen
Path (Raw):       This Is Elvis --[directed_by]--> Andrew Solt --[(INV) directed_by]--> It Came from Hollywood --[written_by]--> Dana Olsen
Neg LogProb(↓):   0.001902
Path Entropy(↓):  0.015866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with man in the saddle fall under
Start Entity:     Man in the Saddle
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Man in the Saddle --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Man in the Saddle --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.834149
Path Entropy(↓):  1.245856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in flannel pajamas
Start Entity:     Flannel Pajamas
Gold Answer:      [['Julianne Nicholson', 'Justin Kirk']]
Predicted Ans:    Julianne Nicholson
Predicted Path:   Flannel Pajamas --[starred_actors]--> Julianne Nicholson --[(INV) starred_actors]--> Brief Interviews with Hideous Men --[starred_actors]--> Julianne Nicholson
Path (Raw):       Flannel Pajamas --[starred_actors]--> Julianne Nicholson --[(INV) starred_actors]--> Brief Interviews with Hideous Men --[starred_actors]--> Julianne Nicholson
Neg LogProb(↓):   0.233769
Path Entropy(↓):  0.690801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by roko belic were in which genres
Start Entity:     Roko Belic
Gold Answer:      [['Documentary', 'Family']]
Predicted Ans:    Documentary
Predicted Path:   Roko Belic --[(INV) directed_by]--> Happy --[has_genre]--> Documentary
Path (Raw):       Roko Belic --[No Operation]--> Roko Belic --[(INV) directed_by]--> Happy --[has_genre]--> Documentary
Neg LogProb(↓):   0.009733
Path Entropy(↓):  0.062355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in back in the day
Start Entity:     Back in the Day
Gold Answer:      [['Mars Callahan', 'Trace Slobotkin']]
Predicted Ans:    Trace Slobotkin
Predicted Path:   Back in the Day --[starred_actors]--> Michael Rosenbaum --[(INV) starred_actors]--> Kickin' It Old Skool --[written_by]--> Trace Slobotkin
Path (Raw):       Back in the Day --[starred_actors]--> Michael Rosenbaum --[(INV) starred_actors]--> Kickin' It Old Skool --[written_by]--> Trace Slobotkin
Neg LogProb(↓):   0.008212
Path Entropy(↓):  0.053139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does ken marshall appear in
Start Entity:     Ken Marshall
Gold Answer:      [['Krull']]
Predicted Ans:    Trilogy of Terror II
Predicted Path:   Ken Marshall --[(INV) starred_actors]--> Krull --[starred_actors]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II
Path (Raw):       Ken Marshall --[(INV) starred_actors]--> Krull --[starred_actors]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II
Neg LogProb(↓):   0.000043
Path Entropy(↓):  0.000500
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie waking madison
Start Entity:     Waking Madison
Gold Answer:      [['Alexandre Aja', 'David Koepp', 'Roger Donaldson', 'Mark Tonderai', 'Richard Franklin', 'Phillip Noyce', 'Mike Figgis', 'Chris Columbus', 'John Duigan', 'Paul Verhoeven', 'David M. Rosenthal', 'John G. Avildsen', 'Volker Schlöndorff', 'Harald Zwart']]
Predicted Ans:    John G. Avildsen
Predicted Path:   Waking Madison --[starred_actors]--> Elisabeth Shue --[(INV) starred_actors]--> The Karate Kid --[directed_by]--> John G. Avildsen
Path (Raw):       Waking Madison --[starred_actors]--> Elisabeth Shue --[(INV) starred_actors]--> The Karate Kid --[directed_by]--> John G. Avildsen
Neg LogProb(↓):   0.373598
Path Entropy(↓):  0.994758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film arranged
Start Entity:     Arranged
Gold Answer:      [['Diane Crespo']]
Predicted Ans:    Diane Crespo
Predicted Path:   Arranged --[directed_by]--> Diane Crespo --[(INV) directed_by]--> Arranged --[directed_by]--> Diane Crespo
Path (Raw):       Arranged --[directed_by]--> Diane Crespo --[(INV) directed_by]--> Arranged --[directed_by]--> Diane Crespo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film me without you
Start Entity:     Me Without You
Gold Answer:      [['Sandra Goldbacher']]
Predicted Ans:    Sandra Goldbacher
Predicted Path:   Me Without You --[written_by]--> Sandra Goldbacher --[(INV) written_by]--> Me Without You --[written_by]--> Sandra Goldbacher
Path (Raw):       Me Without You --[written_by]--> Sandra Goldbacher --[(INV) written_by]--> Me Without You --[written_by]--> Sandra Goldbacher
Neg LogProb(↓):   0.131326
Path Entropy(↓):  0.379246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did maurice gee write
Start Entity:     Maurice Gee
Gold Answer:      [["In My Father's Den"]]
Predicted Ans:    In My Father's Den
Predicted Path:   Maurice Gee --[(INV) written_by]--> In My Father's Den --[written_by]--> Maurice Gee --[(INV) written_by]--> In My Father's Den
Path (Raw):       Maurice Gee --[(INV) written_by]--> In My Father's Den --[written_by]--> Maurice Gee --[(INV) written_by]--> In My Father's Den
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by harold pinter
Start Entity:     Harold Pinter
Gold Answer:      [['Joseph L. Mankiewicz', 'Kenneth Branagh']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Harold Pinter --[(INV) starred_actors]--> Sleuth --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Harold Pinter --[No Operation]--> Harold Pinter --[(INV) starred_actors]--> Sleuth --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.252172
Path Entropy(↓):  0.534972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film the great gatsby
Start Entity:     The Great Gatsby
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Great Gatsby --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Great Gatsby --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.927862
Path Entropy(↓):  5.283568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the scent of green papaya
Start Entity:     The Scent of Green Papaya
Gold Answer:      [['Tran Anh Hung', 'Haruki Murakami']]
Predicted Ans:    Tran Anh Hung
Predicted Path:   The Scent of Green Papaya --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung
Path (Raw):       The Scent of Green Papaya --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung
Neg LogProb(↓):   0.191674
Path Entropy(↓):  0.596154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie paisan
Start Entity:     Paisan
Gold Answer:      [['world war ii', 'roberto rossellini']]
Predicted Ans:    roberto rossellini
Predicted Path:   Paisan --[has_tags]--> roberto rossellini --[(INV) has_tags]--> Rome, Open City --[has_tags]--> roberto rossellini
Path (Raw):       Paisan --[has_tags]--> roberto rossellini --[(INV) has_tags]--> Rome, Open City --[has_tags]--> roberto rossellini
Neg LogProb(↓):   0.165162
Path Entropy(↓):  0.518072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by joan davis release
Start Entity:     Joan Davis
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Joan Davis --[(INV) starred_actors]--> Hold That Ghost --[release_year]--> 1941
Path (Raw):       Joan Davis --[No Operation]--> Joan Davis --[(INV) starred_actors]--> Hold That Ghost --[release_year]--> 1941
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the mean girls 2 director
Start Entity:     Mean Girls 2
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mean Girls 2 --[directed_by]--> Melanie Mayron --[(INV) directed_by]--> Mean Girls 2 --[has_genre]--> Comedy
Path (Raw):       Mean Girls 2 --[directed_by]--> Melanie Mayron --[(INV) directed_by]--> Mean Girls 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.175977
Path Entropy(↓):  0.441924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film medicine for melancholy are directed by who
Start Entity:     Medicine for Melancholy
Gold Answer:      [['David Cross']]
Predicted Ans:    Barry Jenkins
Predicted Path:   Medicine for Melancholy --[starred_actors]--> Wyatt Cenac --[(INV) starred_actors]--> Medicine for Melancholy --[directed_by]--> Barry Jenkins
Path (Raw):       Medicine for Melancholy --[starred_actors]--> Wyatt Cenac --[(INV) starred_actors]--> Medicine for Melancholy --[directed_by]--> Barry Jenkins
Neg LogProb(↓):   0.021723
Path Entropy(↓):  0.103850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share screenwriters with a pistol for ringo were released in which years
Start Entity:     A Pistol for Ringo
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   A Pistol for Ringo --[written_by]--> Duccio Tessari --[(INV) written_by]--> The Return of Ringo --[release_year]--> 1965
Path (Raw):       A Pistol for Ringo --[written_by]--> Duccio Tessari --[(INV) written_by]--> The Return of Ringo --[release_year]--> 1965
Neg LogProb(↓):   0.089329
Path Entropy(↓):  0.294646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie serious moonlight were released in which years
Start Entity:     Serious Moonlight
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1956', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1987']]
Predicted Ans:    1993
Predicted Path:   Serious Moonlight --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Path (Raw):       Serious Moonlight --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Neg LogProb(↓):   1.663678
Path Entropy(↓):  2.541047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of youth without youth
Start Entity:     Youth Without Youth
Gold Answer:      [['Biography', 'Drama', 'War', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Youth Without Youth --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> Rumble Fish --[has_genre]--> Drama
Path (Raw):       Youth Without Youth --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> Rumble Fish --[has_genre]--> Drama
Neg LogProb(↓):   1.446362
Path Entropy(↓):  2.041417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the day after were in which languages
Start Entity:     The Day After
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Day After --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       The Day After --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.000298
Path Entropy(↓):  0.003191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the killing
Start Entity:     The Killing
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   The Killing --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Path (Raw):       The Killing --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Neg LogProb(↓):   2.294488
Path Entropy(↓):  3.458753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of payment deferred
Start Entity:     Payment Deferred
Gold Answer:      [['Rembrandt', 'The Bribe', 'The Suspect', 'The Canterville Ghost', 'Spartacus', 'It Started with Eve', 'If I Had a Million', 'The Hunchback of Notre Dame', 'The Big Clock', 'Sidewalks of London', 'Island of Lost Souls', 'The Strange Door', 'Ruggles of Red Gap', 'The Paradine Case', 'Witness for the Prosecution', 'The Old Dark House', 'Captain Kidd', "Hobson's Choice", 'The Sign of the Cross', 'Les Misérables', 'Abbott and Costello Meet Captain Kidd', 'Arch of Triumph', 'Young Bess', 'This Land Is Mine', 'Mutiny on the Bounty', 'The Barretts of Wimpole Street', 'Jamaica Inn']]
Predicted Ans:    Witness for the Prosecution
Predicted Path:   Payment Deferred --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Path (Raw):       Payment Deferred --[starred_actors]--> Charles Laughton --[No Operation]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Neg LogProb(↓):   0.993657
Path Entropy(↓):  1.562363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by trish van devere
Start Entity:     Trish Van Devere
Gold Answer:      [['Carl Reiner', 'Peter Medak', 'Stanley Donen', 'Richard Fleischer', 'Bruce Geller']]
Predicted Ans:    Peter Medak
Predicted Path:   Trish Van Devere --[(INV) starred_actors]--> The Changeling --[directed_by]--> Peter Medak
Path (Raw):       Trish Van Devere --[No Operation]--> Trish Van Devere --[(INV) starred_actors]--> The Changeling --[directed_by]--> Peter Medak
Neg LogProb(↓):   0.011884
Path Entropy(↓):  0.073383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of four horsemen
Start Entity:     Four Horsemen
Gold Answer:      [['Is the Man Who Is Tall Happy?', 'Pax Americana and the Weaponization of Space']]
Predicted Ans:    Is the Man Who Is Tall Happy?
Predicted Path:   Four Horsemen --[starred_actors]--> Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy?
Path (Raw):       Four Horsemen --[starred_actors]--> Noam Chomsky --[No Operation]--> Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy?
Neg LogProb(↓):   0.005304
Path Entropy(↓):  0.037334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about punk rock
Start Entity:     punk rock
Gold Answer:      [['Hard Core Logo', 'Out of the Blue', 'The Decline of Western Civilization', 'The Punk Syndrome', 'Sid and Nancy', '24 Hour Party People']]
Predicted Ans:    SLC Punk!
Predicted Path:   punk rock --[(INV) has_tags]--> The Punk Syndrome --[has_tags]--> punk --[(INV) has_tags]--> SLC Punk!
Path (Raw):       punk rock --[(INV) has_tags]--> The Punk Syndrome --[has_tags]--> punk --[(INV) has_tags]--> SLC Punk!
Neg LogProb(↓):   1.216208
Path Entropy(↓):  2.299158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie two - lane blacktop
Start Entity:     Two-Lane Blacktop
Gold Answer:      [['William Friedkin', 'Tony Richardson', 'Bud Yorkin', 'Max Nosseck', 'Ivan Reitman', 'Norman Jewison', 'Terrence Malick', 'Monte Hellman', 'Sam Peckinpah', 'John Milius', 'Joseph L. Mankiewicz', 'Peter Fonda', 'Burt Kennedy']]
Predicted Ans:    Ivan Reitman
Predicted Path:   Two-Lane Blacktop --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> Stripes --[directed_by]--> Ivan Reitman
Path (Raw):       Two-Lane Blacktop --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> Stripes --[directed_by]--> Ivan Reitman
Neg LogProb(↓):   0.331034
Path Entropy(↓):  0.965274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the big chill
Start Entity:     The Big Chill
Gold Answer:      [['The Accidental Tourist', 'Silverado', 'Grand Canyon', 'Continental Divide', 'Wyatt Earp', 'Mumford', 'Dreamcatcher', 'The Bodyguard', 'Raiders of the Lost Ark', 'Darling Companion', 'Body Heat']]
Predicted Ans:    Raiders of the Lost Ark
Predicted Path:   The Big Chill --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Raiders of the Lost Ark
Path (Raw):       The Big Chill --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Raiders of the Lost Ark --[No Operation]--> Raiders of the Lost Ark
Neg LogProb(↓):   0.605379
Path Entropy(↓):  1.271213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by natalie portman starred which actors
Start Entity:     Natalie Portman
Gold Answer:      [['Hayden Christensen', 'Rachel Bilson']]
Predicted Ans:    Rachel Bilson
Predicted Path:   Natalie Portman --[(INV) written_by]--> New York, I Love You --[starred_actors]--> Rachel Bilson
Path (Raw):       Natalie Portman --[No Operation]--> Natalie Portman --[(INV) written_by]--> New York, I Love You --[starred_actors]--> Rachel Bilson
Neg LogProb(↓):   0.311199
Path Entropy(↓):  0.992680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film bridesmaids starred which actors
Start Entity:     Bridesmaids
Gold Answer:      [['Kristen Wiig', 'Maya Rudolph']]
Predicted Ans:    Ben Affleck
Predicted Path:   Bridesmaids --[starred_actors]--> Kristen Wiig --[(INV) starred_actors]--> Extract --[starred_actors]--> Ben Affleck
Path (Raw):       Bridesmaids --[starred_actors]--> Kristen Wiig --[(INV) starred_actors]--> Extract --[starred_actors]--> Ben Affleck
Neg LogProb(↓):   0.489358
Path Entropy(↓):  1.306080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed unbroken
Start Entity:     Unbroken
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Unbroken --[directed_by]--> Angelina Jolie --[(INV) directed_by]--> In the Land of Blood and Honey --[release_year]--> 2011
Path (Raw):       Unbroken --[directed_by]--> Angelina Jolie --[(INV) directed_by]--> In the Land of Blood and Honey --[release_year]--> 2011
Neg LogProb(↓):   0.197428
Path Entropy(↓):  0.470118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie of time and the city were in which genres
Start Entity:     Of Time and the City
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Of Time and the City --[written_by]--> Terence Davies --[(INV) written_by]--> The Neon Bible --[has_genre]--> Drama
Path (Raw):       Of Time and the City --[written_by]--> Terence Davies --[(INV) written_by]--> The Neon Bible --[has_genre]--> Drama
Neg LogProb(↓):   0.001456
Path Entropy(↓):  0.012410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of milarepa
Start Entity:     Milarepa
Gold Answer:      [['Neten Chokling']]
Predicted Ans:    Neten Chokling
Predicted Path:   Milarepa --[directed_by]--> Neten Chokling --[(INV) directed_by]--> Milarepa --[directed_by]--> Neten Chokling
Path (Raw):       Milarepa --[directed_by]--> Neten Chokling --[(INV) directed_by]--> Milarepa --[directed_by]--> Neten Chokling
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film alpha and omega were in which languages
Start Entity:     Alpha and Omega
Gold Answer:      [['Vietnamese', 'English', 'Japanese', 'Spanish']]
Predicted Ans:    Vietnamese
Predicted Path:   Alpha and Omega --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Path (Raw):       Alpha and Omega --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Neg LogProb(↓):   0.203904
Path Entropy(↓):  0.519673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the brothers karamazov were released in which years
Start Entity:     The Brothers Karamazov
Gold Answer:      [['1962', '1968', '1963', '1976', '1964', '1997', '1966', '1971', '1960', '1923', '1959', '1938', '1973', '1965', '1999', '1958', '1956']]
Predicted Ans:    1973
Predicted Path:   The Brothers Karamazov --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[release_year]--> 1973
Path (Raw):       The Brothers Karamazov --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[release_year]--> 1973
Neg LogProb(↓):   0.742024
Path Entropy(↓):  1.379994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the weather man also wrote which films
Start Entity:     The Weather Man
Gold Answer:      [['Wrestling Ernest Hemingway']]
Predicted Ans:    Wrestling Ernest Hemingway
Predicted Path:   The Weather Man --[written_by]--> Steve Conrad --[(INV) written_by]--> Wrestling Ernest Hemingway
Path (Raw):       The Weather Man --[written_by]--> Steve Conrad --[(INV) written_by]--> Wrestling Ernest Hemingway --[No Operation]--> Wrestling Ernest Hemingway
Neg LogProb(↓):   0.005989
Path Entropy(↓):  0.036528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The ghost goes west, when was it released
Start Entity:     The Ghost Goes West
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   The Ghost Goes West --[release_year]--> 1935 --[(INV) release_year]--> Charlie Chan in Egypt --[release_year]--> 1935
Path (Raw):       The Ghost Goes West --[release_year]--> 1935 --[(INV) release_year]--> Charlie Chan in Egypt --[release_year]--> 1935
Neg LogProb(↓):   2.177245
Path Entropy(↓):  3.489455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with ossie davis
Start Entity:     Ossie Davis
Gold Answer:      [['Chester Himes']]
Predicted Ans:    Chester Himes
Predicted Path:   Ossie Davis --[(INV) written_by]--> Cotton Comes to Harlem --[written_by]--> Chester Himes
Path (Raw):       Ossie Davis --[No Operation]--> Ossie Davis --[(INV) written_by]--> Cotton Comes to Harlem --[written_by]--> Chester Himes
Neg LogProb(↓):   0.001784
Path Entropy(↓):  0.013308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie craig's wife starred who
Start Entity:     Craig's Wife
Gold Answer:      [['Rosalind Russell']]
Predicted Ans:    Rosalind Russell
Predicted Path:   Craig's Wife --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> Auntie Mame --[starred_actors]--> Rosalind Russell
Path (Raw):       Craig's Wife --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> Auntie Mame --[starred_actors]--> Rosalind Russell
Neg LogProb(↓):   0.048462
Path Entropy(↓):  0.231610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie jersey boys
Start Entity:     Jersey Boys
Gold Answer:      [['history', 'music', 'new jersey']]
Predicted Ans:    sylvester stallone
Predicted Path:   Jersey Boys --[has_tags]--> new jersey --[(INV) has_tags]--> Cop Land --[has_tags]--> sylvester stallone
Path (Raw):       Jersey Boys --[has_tags]--> new jersey --[(INV) has_tags]--> Cop Land --[has_tags]--> sylvester stallone
Neg LogProb(↓):   0.641528
Path Entropy(↓):  1.286795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by six shooter actors
Start Entity:     Six Shooter
Gold Answer:      [['French']]
Predicted Ans:    poe
Predicted Path:   Six Shooter --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[has_tags]--> poe
Path (Raw):       Six Shooter --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[has_tags]--> poe
Neg LogProb(↓):   0.000625
Path Entropy(↓):  0.006200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Scott kalvert directed which movies
Start Entity:     Scott Kalvert
Gold Answer:      [['The Basketball Diaries', 'Deuces Wild']]
Predicted Ans:    The Basketball Diaries
Predicted Path:   Scott Kalvert --[(INV) directed_by]--> The Basketball Diaries --[directed_by]--> Scott Kalvert --[(INV) directed_by]--> The Basketball Diaries
Path (Raw):       Scott Kalvert --[(INV) directed_by]--> The Basketball Diaries --[directed_by]--> Scott Kalvert --[(INV) directed_by]--> The Basketball Diaries
Neg LogProb(↓):   0.556869
Path Entropy(↓):  0.919667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by execution
Start Entity:     execution
Gold Answer:      [['The Horror Show']]
Predicted Ans:    The Horror Show
Predicted Path:   execution --[(INV) has_tags]--> The Horror Show --[has_tags]--> electric chair --[(INV) has_tags]--> The Horror Show
Path (Raw):       execution --[(INV) has_tags]--> The Horror Show --[has_tags]--> electric chair --[(INV) has_tags]--> The Horror Show
Neg LogProb(↓):   0.217996
Path Entropy(↓):  0.497208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed air force one
Start Entity:     Air Force One
Gold Answer:      [['Wolfgang Petersen']]
Predicted Ans:    Wolfgang Petersen
Predicted Path:   Air Force One --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Das Boot --[directed_by]--> Wolfgang Petersen
Path (Raw):       Air Force One --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Das Boot --[directed_by]--> Wolfgang Petersen
Neg LogProb(↓):   0.000487
Path Entropy(↓):  0.004794
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by peter baldwin
Start Entity:     Peter Baldwin
Gold Answer:      [['Rodney Dangerfield']]
Predicted Ans:    Rodney Dangerfield
Predicted Path:   Peter Baldwin --[(INV) directed_by]--> Meet Wally Sparks --[written_by]--> Rodney Dangerfield
Path (Raw):       Peter Baldwin --[No Operation]--> Peter Baldwin --[(INV) directed_by]--> Meet Wally Sparks --[written_by]--> Rodney Dangerfield
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed cleaner
Start Entity:     Cleaner
Gold Answer:      [['1995', '2009', '2001', '1990', '1993', '2004', '1996', '2006', '1999', '2014', '1986', '2011', '2013']]
Predicted Ans:    1990
Predicted Path:   Cleaner --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Die Hard 2 --[release_year]--> 1990
Path (Raw):       Cleaner --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Die Hard 2 --[release_year]--> 1990
Neg LogProb(↓):   0.568570
Path Entropy(↓):  1.572415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by linnea quigley were in which genres
Start Entity:     Linnea Quigley
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Linnea Quigley --[(INV) starred_actors]--> Sorority Babes in the Slimeball Bowl-O-Rama --[has_genre]--> Horror
Path (Raw):       Linnea Quigley --[No Operation]--> Linnea Quigley --[(INV) starred_actors]--> Sorority Babes in the Slimeball Bowl-O-Rama --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie the dawn patrol in a few words
Start Entity:     The Dawn Patrol
Gold Answer:      [['edmund goulding']]
Predicted Ans:    howard hawks
Predicted Path:   The Dawn Patrol --[has_tags]--> howard hawks --[(INV) has_tags]--> I Was a Male War Bride --[has_tags]--> howard hawks
Path (Raw):       The Dawn Patrol --[has_tags]--> howard hawks --[(INV) has_tags]--> I Was a Male War Bride --[has_tags]--> howard hawks
Neg LogProb(↓):   0.097139
Path Entropy(↓):  0.328061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the sundown director
Start Entity:     Sundown
Gold Answer:      [['Grover Jones', 'Charles L. Clifford', 'Constance Collier', 'John Paxton', 'Waldemar Young', 'Vincent Lawrence', 'Charles Lederer', 'Eleazar Lipsky', 'Nigel Balchin', 'Sydney Boehm', 'Ladislas Fodor', 'Joel Sayre', 'Melville Baker', 'Sylvia Thalberg', 'Marguerite Roberts', 'Achmed Abdullah', 'James R. Webb', 'Charles Portis', 'John L. Balderston', 'Philip MacDonald', 'Max Catto', 'Harold Bell Wright', 'William Slavens McNutt', 'Ben Hecht', 'Ray Gaulden', 'Jack Kirkland']]
Predicted Ans:    Marguerite Roberts
Predicted Path:   Sundown --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Path (Raw):       Sundown --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Neg LogProb(↓):   0.647223
Path Entropy(↓):  1.386551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the lost weekend in
Start Entity:     The Lost Weekend
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The Lost Weekend --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Path (Raw):       The Lost Weekend --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Neg LogProb(↓):   0.943168
Path Entropy(↓):  1.558705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of gummo
Start Entity:     Gummo
Gold Answer:      [['Larry Clark', 'Harmony Korine']]
Predicted Ans:    Larry Clark
Predicted Path:   Gummo --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[directed_by]--> Larry Clark
Path (Raw):       Gummo --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[directed_by]--> Larry Clark
Neg LogProb(↓):   0.049201
Path Entropy(↓):  0.220446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the night of the generals
Start Entity:     The Night of the Generals
Gold Answer:      [['Joseph Kessel', 'James Hadley Chase', 'Hans Hellmut Kirst', 'Paul Dehn']]
Predicted Ans:    James Hadley Chase
Predicted Path:   The Night of the Generals --[written_by]--> James Hadley Chase --[(INV) written_by]--> Eva --[written_by]--> James Hadley Chase
Path (Raw):       The Night of the Generals --[written_by]--> James Hadley Chase --[(INV) written_by]--> Eva --[written_by]--> James Hadley Chase
Neg LogProb(↓):   0.626556
Path Entropy(↓):  1.146430
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the grudge were released in which years
Start Entity:     The Grudge
Gold Answer:      [['2009', '2008', '1989', '2006', '2014']]
Predicted Ans:    1989
Predicted Path:   The Grudge --[written_by]--> Takashi Shimizu --[(INV) written_by]--> Kiki's Delivery Service --[release_year]--> 1989
Path (Raw):       The Grudge --[written_by]--> Takashi Shimizu --[(INV) written_by]--> Kiki's Delivery Service --[release_year]--> 1989
Neg LogProb(↓):   0.452653
Path Entropy(↓):  1.216727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of accion mutante
Start Entity:     Acción mutante
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Acción mutante --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> Acción mutante --[has_genre]--> Comedy
Path (Raw):       Acción mutante --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> Acción mutante --[has_genre]--> Comedy
Neg LogProb(↓):   0.035279
Path Entropy(↓):  0.205338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in conversations with my gardener
Start Entity:     Conversations with My Gardener
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Conversations with My Gardener --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Conversations with My Gardener --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   1.802699
Path Entropy(↓):  3.031211
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed lovesick
Start Entity:     Lovesick
Gold Answer:      [['Alan Arkin', 'John Lithgow']]
Predicted Ans:    John Lithgow
Predicted Path:   Lovesick --[directed_by]--> Marshall Brickman --[(INV) directed_by]--> The Manhattan Project --[starred_actors]--> John Lithgow
Path (Raw):       Lovesick --[directed_by]--> Marshall Brickman --[(INV) directed_by]--> The Manhattan Project --[starred_actors]--> John Lithgow
Neg LogProb(↓):   0.076314
Path Entropy(↓):  0.291045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by signe hasso
Start Entity:     Signe Hasso
Gold Answer:      [['Edwin L. Marin', 'George Cukor', 'Cecil B. DeMille']]
Predicted Ans:    Cecil B. DeMille
Predicted Path:   Signe Hasso --[(INV) starred_actors]--> The Story of Dr. Wassell --[directed_by]--> Cecil B. DeMille
Path (Raw):       Signe Hasso --[No Operation]--> Signe Hasso --[(INV) starred_actors]--> The Story of Dr. Wassell --[directed_by]--> Cecil B. DeMille
Neg LogProb(↓):   0.142042
Path Entropy(↓):  0.482179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie la promesse released
Start Entity:     La Promesse
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   La Promesse --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       La Promesse --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   1.928929
Path Entropy(↓):  3.748884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie things to come about
Start Entity:     Things to Come
Gold Answer:      [['bd-r', 'alexander korda']]
Predicted Ans:    alexander korda
Predicted Path:   Things to Come --[has_tags]--> alexander korda --[(INV) has_tags]--> Rembrandt --[has_tags]--> alexander korda
Path (Raw):       Things to Come --[has_tags]--> alexander korda --[(INV) has_tags]--> Rembrandt --[has_tags]--> alexander korda
Neg LogProb(↓):   0.699098
Path Entropy(↓):  0.847099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed kisses for my president
Start Entity:     Kisses for My President
Gold Answer:      [['2000', '1946', '1951', '1947', '1945', '1955', '1931']]
Predicted Ans:    1931
Predicted Path:   Kisses for My President --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Possessed --[release_year]--> 1931
Path (Raw):       Kisses for My President --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Possessed --[release_year]--> 1931
Neg LogProb(↓):   1.076026
Path Entropy(↓):  2.239481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie stake land, when was it released
Start Entity:     Stake Land
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Stake Land --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Stake Land --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.421560
Path Entropy(↓):  3.876235
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by ate de jong
Start Entity:     Ate de Jong
Gold Answer:      [['Brian Helgeland']]
Predicted Ans:    Brian Helgeland
Predicted Path:   Ate de Jong --[(INV) directed_by]--> Highway to Hell --[written_by]--> Brian Helgeland
Path (Raw):       Ate de Jong --[No Operation]--> Ate de Jong --[(INV) directed_by]--> Highway to Hell --[written_by]--> Brian Helgeland
Neg LogProb(↓):   0.100248
Path Entropy(↓):  0.314829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by eric lartigau
Start Entity:     Eric Lartigau
Gold Answer:      [['Christopher Guest']]
Predicted Ans:    For Your Consideration
Predicted Path:   Eric Lartigau --[(INV) directed_by]--> The Big Picture --[directed_by]--> Christopher Guest --[(INV) directed_by]--> For Your Consideration
Path (Raw):       Eric Lartigau --[(INV) directed_by]--> The Big Picture --[directed_by]--> Christopher Guest --[(INV) directed_by]--> For Your Consideration
Neg LogProb(↓):   0.746732
Path Entropy(↓):  1.268620
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor devon aoki starred together with who
Start Entity:     Devon Aoki
Gold Answer:      [['John Ventimiglia', 'Jake Hoffman', 'Kris Lemche']]
Predicted Ans:    Kris Lemche
Predicted Path:   Devon Aoki --[(INV) starred_actors]--> Rosencrantz and Guildenstern Are Undead --[starred_actors]--> Kris Lemche
Path (Raw):       Devon Aoki --[No Operation]--> Devon Aoki --[(INV) starred_actors]--> Rosencrantz and Guildenstern Are Undead --[starred_actors]--> Kris Lemche
Neg LogProb(↓):   0.020786
Path Entropy(↓):  0.108038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by bruce a. evans
Start Entity:     Bruce A. Evans
Gold Answer:      [['Christian Slater', 'Milla Jovovich', 'William Hurt', 'Timothy Hutton', 'Kevin Costner', 'Demi Moore', 'Jeff Bridges', 'Dane Cook', 'Kelly McGillis']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Bruce A. Evans --[(INV) written_by]--> Starman --[starred_actors]--> Jeff Bridges
Path (Raw):       Bruce A. Evans --[No Operation]--> Bruce A. Evans --[(INV) written_by]--> Starman --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.072580
Path Entropy(↓):  0.253662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by kresten vestbjerg andersen
Start Entity:     Kresten Vestbjerg Andersen
Gold Answer:      [['Ronal the Barbarian']]
Predicted Ans:    Ronal the Barbarian
Predicted Path:   Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian --[written_by]--> Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian
Path (Raw):       Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian --[written_by]--> Kresten Vestbjerg Andersen --[(INV) written_by]--> Ronal the Barbarian
Neg LogProb(↓):   0.259730
Path Entropy(↓):  0.548225
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by high hopes writers
Start Entity:     High Hopes
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   High Hopes --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[has_genre]--> Drama
Path (Raw):       High Hopes --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[has_genre]--> Drama
Neg LogProb(↓):   0.471986
Path Entropy(↓):  0.887809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote charulata
Start Entity:     Charulata
Gold Answer:      [['Satyajit Ray', 'Rabindranath Tagore']]
Predicted Ans:    Satyajit Ray
Predicted Path:   Charulata --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[written_by]--> Satyajit Ray
Path (Raw):       Charulata --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[written_by]--> Satyajit Ray
Neg LogProb(↓):   0.284397
Path Entropy(↓):  0.650768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about ennio morricone
Start Entity:     ennio morricone
Gold Answer:      [['Once Upon a Time in the West', 'Frantic', 'Days of Heaven', 'Love Affair', 'The Good, the Bad and the Ugly', 'A Fistful of Dollars', 'The Untouchables', 'The Mission']]
Predicted Ans:    Frantic
Predicted Path:   ennio morricone --[(INV) has_tags]--> Frantic --[has_tags]--> atmosphere --[(INV) has_tags]--> Frantic
Path (Raw):       ennio morricone --[(INV) has_tags]--> Frantic --[has_tags]--> atmosphere --[(INV) has_tags]--> Frantic
Neg LogProb(↓):   1.020012
Path Entropy(↓):  1.581443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote sideways
Start Entity:     Sideways
Gold Answer:      [['Johnnie To', 'Walter Salles', 'Gus Van Sant', 'Ethan Coen', 'Gérard Depardieu', 'Gurinder Chadha', 'Wes Craven', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Alexander Payne']]
Predicted Ans:    Alexander Payne
Predicted Path:   Sideways --[written_by]--> Alexander Payne --[(INV) written_by]--> Election --[directed_by]--> Alexander Payne
Path (Raw):       Sideways --[written_by]--> Alexander Payne --[(INV) written_by]--> Election --[directed_by]--> Alexander Payne
Neg LogProb(↓):   0.451310
Path Entropy(↓):  0.949356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of true blue also wrote which films
Start Entity:     True Blue
Gold Answer:      [['Shadowzone', 'Lone Survivor']]
Predicted Ans:    Lone Survivor
Predicted Path:   True Blue --[written_by]--> Patrick Robinson --[(INV) written_by]--> Lone Survivor
Path (Raw):       True Blue --[written_by]--> Patrick Robinson --[(INV) written_by]--> Lone Survivor --[No Operation]--> Lone Survivor
Neg LogProb(↓):   0.111148
Path Entropy(↓):  0.368540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of sleepy hollow
Start Entity:     Sleepy Hollow
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Linda Woolverton', 'Daniel Wallace', 'Michael McDowell', 'Larry Wilson', 'Pierre Boulle', 'Rod Serling', 'Paul Reubens', 'Daniel Waters', 'Phil Hartman', 'Leonard Ripps', 'Rudolph Grey', 'John August', 'Michael Wilson', 'Roald Dahl', 'Lawrence Konner', 'Mark Rosenthal', 'Tim Burton', 'Bob Kane', 'Warren Skaaren', 'Michael Varhol', 'Sam Hamm', 'Jonathan Gems', 'Lewis Carroll', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Sleepy Hollow --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Sleepy Hollow --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.936546
Path Entropy(↓):  2.458768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Carlos saldanha directed which films
Start Entity:     Carlos Saldanha
Gold Answer:      [['Rio', 'Rio 2', 'Ice Age']]
Predicted Ans:    Epic
Predicted Path:   Carlos Saldanha --[(INV) directed_by]--> Ice Age --[directed_by]--> Chris Wedge --[(INV) directed_by]--> Epic
Path (Raw):       Carlos Saldanha --[(INV) directed_by]--> Ice Age --[directed_by]--> Chris Wedge --[(INV) directed_by]--> Epic
Neg LogProb(↓):   0.864517
Path Entropy(↓):  1.840894
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie the lady eve
Start Entity:     The Lady Eve
Gold Answer:      [['1948', '1944', '1942', '1940', '1947', '1984']]
Predicted Ans:    1944
Predicted Path:   The Lady Eve --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[release_year]--> 1944
Path (Raw):       The Lady Eve --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[release_year]--> 1944
Neg LogProb(↓):   0.924330
Path Entropy(↓):  1.525782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by harold lloyd
Start Entity:     Harold Lloyd
Gold Answer:      [['Sam Taylor', 'Clarence Budington Kelland']]
Predicted Ans:    Sam Taylor
Predicted Path:   Harold Lloyd --[(INV) directed_by]--> The Cat's-Paw --[written_by]--> Sam Taylor
Path (Raw):       Harold Lloyd --[No Operation]--> Harold Lloyd --[(INV) directed_by]--> The Cat's-Paw --[written_by]--> Sam Taylor
Neg LogProb(↓):   0.109122
Path Entropy(↓):  0.471066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer ludovic halevy
Start Entity:     Ludovic Halévy
Gold Answer:      [['Pola Negri', 'Plácido Domingo', 'Ruggero Raimondi', 'Julia Migenes', 'Faith Esham', 'Harry Liedtke', 'Leopold von Ledebur']]
Predicted Ans:    Ruggero Raimondi
Predicted Path:   Ludovic Halévy --[(INV) written_by]--> Carmen --[starred_actors]--> Ruggero Raimondi
Path (Raw):       Ludovic Halévy --[No Operation]--> Ludovic Halévy --[(INV) written_by]--> Carmen --[starred_actors]--> Ruggero Raimondi
Neg LogProb(↓):   0.494959
Path Entropy(↓):  1.101619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of o brother, where art thou? were directed by who
Start Entity:     O Brother, Where Art Thou?
Gold Answer:      [['Ronald Neame', 'Alfonso Cuarón', 'Wolfgang Petersen', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Joseph Strick', 'Alexander Payne', 'Alexander Mackendrick', 'Michael Hoffman', 'Ethan Coen', 'Gérard Depardieu', 'Wes Craven', 'J. Todd Anderson', 'Mario Camerini', 'Gus Van Sant', 'Walter Salles', 'Gurinder Chadha', 'Joel Coen']]
Predicted Ans:    Ethan Coen
Predicted Path:   O Brother, Where Art Thou? --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[directed_by]--> Ethan Coen
Path (Raw):       O Brother, Where Art Thou? --[written_by]--> Ethan Coen --[(INV) written_by]--> O Brother, Where Art Thou? --[directed_by]--> Ethan Coen
Neg LogProb(↓):   0.752343
Path Entropy(↓):  1.790537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of elizabeth
Start Entity:     Elizabeth
Gold Answer:      [['Shekhar Kapur']]
Predicted Ans:    Shekhar Kapur
Predicted Path:   Elizabeth --[directed_by]--> Shekhar Kapur --[(INV) directed_by]--> Bandit Queen --[directed_by]--> Shekhar Kapur
Path (Raw):       Elizabeth --[directed_by]--> Shekhar Kapur --[(INV) directed_by]--> Bandit Queen --[directed_by]--> Shekhar Kapur
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the fourth kind actors
Start Entity:     The Fourth Kind
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Action
Predicted Path:   The Fourth Kind --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> The Fifth Element --[has_genre]--> Action
Path (Raw):       The Fourth Kind --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> The Fifth Element --[has_genre]--> Action
Neg LogProb(↓):   0.291490
Path Entropy(↓):  0.644191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in 21
Start Entity:     21
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   21 --[starred_actors]--> Jim Sturgess --[(INV) starred_actors]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Path (Raw):       21 --[starred_actors]--> Jim Sturgess --[(INV) starred_actors]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Neg LogProb(↓):   0.133237
Path Entropy(↓):  0.520603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by live nude girls actors
Start Entity:     Live Nude Girls
Gold Answer:      [['Bill Lishman', 'William H. Macy', 'Edward Rugoff', 'Michael Patrick King', 'Darren Star', 'John Boorman', 'Candace Bushnell', 'Bob Brunner', 'Deborah Amelon', 'Michael Cristofer', 'Hugh Wilson', 'Henry Pincus', 'Donald Everett Axinn', 'Paul Schrader', 'Billy Crystal', 'Dick Wolf', 'M. Night Shyamalan', 'Michael Gottlieb', 'Helen MacInnes', 'Tom Wolfe']]
Predicted Ans:    William H. Macy
Predicted Path:   Live Nude Girls --[starred_actors]--> Kim Cattrall --[(INV) starred_actors]--> Above Suspicion --[written_by]--> William H. Macy
Path (Raw):       Live Nude Girls --[starred_actors]--> Kim Cattrall --[(INV) starred_actors]--> Above Suspicion --[written_by]--> William H. Macy
Neg LogProb(↓):   0.504718
Path Entropy(↓):  0.798546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the bone snatcher actors
Start Entity:     The Bone Snatcher
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Bone Snatcher --[starred_actors]--> Scott Bairstow --[(INV) starred_actors]--> Wild America --[has_genre]--> Comedy
Path (Raw):       The Bone Snatcher --[starred_actors]--> Scott Bairstow --[(INV) starred_actors]--> Wild America --[has_genre]--> Comedy
Neg LogProb(↓):   0.002250
Path Entropy(↓):  0.016101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with machine gun preacher
Start Entity:     Machine Gun Preacher
Gold Answer:      [['Escape Plan']]
Predicted Ans:    Machine Gun Preacher
Predicted Path:   Machine Gun Preacher --[written_by]--> Jason Keller --[(INV) written_by]--> Machine Gun Preacher
Path (Raw):       Machine Gun Preacher --[written_by]--> Jason Keller --[(INV) written_by]--> Machine Gun Preacher --[No Operation]--> Machine Gun Preacher
Neg LogProb(↓):   0.008366
Path Entropy(↓):  0.048370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie athena, when was it released
Start Entity:     Athena
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   Athena --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Path (Raw):       Athena --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Neg LogProb(↓):   0.339861
Path Entropy(↓):  1.167016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of teaching mrs. tingle
Start Entity:     Teaching Mrs. Tingle
Gold Answer:      [['Batman Begins', 'The Long Good Friday', 'Abandon', 'The Last Station', 'White Nights', 'Love Ranch', 'The Comfort of Strangers', 'Arthur', 'Win Win', 'Phil Spector', 'First Daughter', '2010', 'Mad Money', 'The Queen', 'Excalibur', "Some Mother's Son", "Don't Be Afraid of the Dark", 'Life Stinks', 'The Gift', 'Disturbing Behavior', 'Go', 'Age of Consent', 'My Future Boyfriend', 'Shadowboxer', 'Where Angels Fear to Tread', 'Hitchcock', 'Brighton Rock', 'The Mosquito Coast', 'The Man Who Captured Eichmann', 'Boogeyman', 'The Debt', 'Losing Chase', 'Calendar Girls', 'Critical Care', 'State of Play', 'The Hundred-Foot Journey', 'The Passion of Ayn Rand']]
Predicted Ans:    The Debt
Predicted Path:   Teaching Mrs. Tingle --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Debt
Path (Raw):       Teaching Mrs. Tingle --[No Operation]--> Teaching Mrs. Tingle --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Debt
Neg LogProb(↓):   2.129028
Path Entropy(↓):  3.887857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in invisible invaders
Start Entity:     Invisible Invaders
Gold Answer:      [['1955', '1951', '1949']]
Predicted Ans:    1949
Predicted Path:   Invisible Invaders --[starred_actors]--> John Agar --[(INV) starred_actors]--> Sands of Iwo Jima --[release_year]--> 1949
Path (Raw):       Invisible Invaders --[starred_actors]--> John Agar --[(INV) starred_actors]--> Sands of Iwo Jima --[release_year]--> 1949
Neg LogProb(↓):   0.039237
Path Entropy(↓):  0.198326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of william a. wellman
Start Entity:     William A. Wellman
Gold Answer:      [['Dorothy Parker', 'Robert Carson', 'Alan Campbell', 'Moss Hart']]
Predicted Ans:    Moss Hart
Predicted Path:   William A. Wellman --[(INV) written_by]--> A Star Is Born --[written_by]--> Moss Hart
Path (Raw):       William A. Wellman --[No Operation]--> William A. Wellman --[(INV) written_by]--> A Star Is Born --[written_by]--> Moss Hart
Neg LogProb(↓):   1.591984
Path Entropy(↓):  2.585963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by sophie renoir released
Start Entity:     Sophie Renoir
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Sophie Renoir --[(INV) starred_actors]--> Boyfriends and Girlfriends --[release_year]--> 1987
Path (Raw):       Sophie Renoir --[No Operation]--> Sophie Renoir --[(INV) starred_actors]--> Boyfriends and Girlfriends --[release_year]--> 1987
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote charulata
Start Entity:     Charulata
Gold Answer:      [['Sharmila Tagore', 'Chunibala Devi', 'Soumitra Chatterjee', 'Bobita']]
Predicted Ans:    Soumitra Chatterjee
Predicted Path:   Charulata --[written_by]--> Satyajit Ray --[(INV) written_by]--> The World of Apu --[starred_actors]--> Soumitra Chatterjee
Path (Raw):       Charulata --[written_by]--> Satyajit Ray --[(INV) written_by]--> The World of Apu --[starred_actors]--> Soumitra Chatterjee
Neg LogProb(↓):   0.004921
Path Entropy(↓):  0.035819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by dudley moore were released in which years
Start Entity:     Dudley Moore
Gold Answer:      [['1978', '2000', '1939', '1959', '1967']]
Predicted Ans:    1978
Predicted Path:   Dudley Moore --[(INV) written_by]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       Dudley Moore --[No Operation]--> Dudley Moore --[(INV) written_by]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   1.203945
Path Entropy(↓):  1.644475
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film this means war
Start Entity:     This Means War
Gold Answer:      [['spy', 'reese witherspoon', 'chris pine', 'love triangle']]
Predicted Ans:    reese witherspoon
Predicted Path:   This Means War --[has_tags]--> reese witherspoon --[(INV) has_tags]--> This Means War --[has_tags]--> reese witherspoon
Path (Raw):       This Means War --[has_tags]--> reese witherspoon --[(INV) has_tags]--> This Means War --[has_tags]--> reese witherspoon
Neg LogProb(↓):   0.000998
Path Entropy(↓):  0.009167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sarah lind were in which genres
Start Entity:     Sarah Lind
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Sarah Lind --[(INV) starred_actors]--> Fetching Cody --[has_genre]--> Drama
Path (Raw):       Sarah Lind --[No Operation]--> Sarah Lind --[(INV) starred_actors]--> Fetching Cody --[has_genre]--> Drama
Neg LogProb(↓):   0.264606
Path Entropy(↓):  0.542270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor frank reicher co - starred with who
Start Entity:     Frank Reicher
Gold Answer:      [['Helen Mack', 'Robert Armstrong']]
Predicted Ans:    Robert Armstrong
Predicted Path:   Frank Reicher --[(INV) starred_actors]--> The Son of Kong --[starred_actors]--> Robert Armstrong
Path (Raw):       Frank Reicher --[No Operation]--> Frank Reicher --[(INV) starred_actors]--> The Son of Kong --[starred_actors]--> Robert Armstrong
Neg LogProb(↓):   0.022247
Path Entropy(↓):  0.106420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by zoya akhtar fall under
Start Entity:     Zoya Akhtar
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Zoya Akhtar --[(INV) written_by]--> Zindagi Na Milegi Dobara --[has_genre]--> Comedy
Path (Raw):       Zoya Akhtar --[No Operation]--> Zoya Akhtar --[(INV) written_by]--> Zindagi Na Milegi Dobara --[has_genre]--> Comedy
Neg LogProb(↓):   0.387911
Path Entropy(↓):  0.644541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the crossing the bridge director release
Start Entity:     Crossing the Bridge
Gold Answer:      [['2005', '1993', '2006', '1994', '2007']]
Predicted Ans:    1992
Predicted Path:   Crossing the Bridge --[directed_by]--> Mike Binder --[(INV) directed_by]--> Crossing the Bridge --[release_year]--> 1992
Path (Raw):       Crossing the Bridge --[directed_by]--> Mike Binder --[(INV) directed_by]--> Crossing the Bridge --[release_year]--> 1992
Neg LogProb(↓):   0.767115
Path Entropy(↓):  1.495242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of frank mchugh starred movies
Start Entity:     Frank McHugh
Gold Answer:      [['W.S. Van Dyke', 'Michael Curtiz', 'Edward F. Cline', 'Lloyd Bacon']]
Predicted Ans:    Lloyd Bacon
Predicted Path:   Frank McHugh --[(INV) starred_actors]--> Here Comes the Navy --[directed_by]--> Lloyd Bacon
Path (Raw):       Frank McHugh --[No Operation]--> Frank McHugh --[(INV) starred_actors]--> Here Comes the Navy --[directed_by]--> Lloyd Bacon
Neg LogProb(↓):   0.004209
Path Entropy(↓):  0.030186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film born in flames was written by who
Start Entity:     Born in Flames
Gold Answer:      [['Lizzie Borden']]
Predicted Ans:    Lizzie Borden
Predicted Path:   Born in Flames --[written_by]--> Lizzie Borden --[(INV) written_by]--> Born in Flames --[written_by]--> Lizzie Borden
Path (Raw):       Born in Flames --[written_by]--> Lizzie Borden --[(INV) written_by]--> Born in Flames --[written_by]--> Lizzie Borden
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of richard cromwell acted films
Start Entity:     Richard Cromwell
Gold Answer:      [['Henry Hathaway']]
Predicted Ans:    Henry Hathaway
Predicted Path:   Richard Cromwell --[(INV) starred_actors]--> The Lives of a Bengal Lancer --[directed_by]--> Henry Hathaway
Path (Raw):       Richard Cromwell --[No Operation]--> Richard Cromwell --[(INV) starred_actors]--> The Lives of a Bengal Lancer --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by nikita mikhalkov fall under
Start Entity:     Nikita Mikhalkov
Gold Answer:      [['War', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Nikita Mikhalkov --[(INV) written_by]--> 12 --[has_genre]--> Crime
Path (Raw):       Nikita Mikhalkov --[No Operation]--> Nikita Mikhalkov --[(INV) written_by]--> 12 --[has_genre]--> Crime
Neg LogProb(↓):   0.001838
Path Entropy(↓):  0.013901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of filth
Start Entity:     Filth
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Filth --[written_by]--> Irvine Welsh --[(INV) written_by]--> Trainspotting --[has_genre]--> Drama
Path (Raw):       Filth --[written_by]--> Irvine Welsh --[(INV) written_by]--> Trainspotting --[has_genre]--> Drama
Neg LogProb(↓):   0.533142
Path Entropy(↓):  0.678030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by juraj herz
Start Entity:     Juraj Herz
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Juraj Herz --[(INV) written_by]--> The Cremator --[release_year]--> 1969
Path (Raw):       Juraj Herz --[No Operation]--> Juraj Herz --[(INV) written_by]--> The Cremator --[release_year]--> 1969
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed pushing tin
Start Entity:     Pushing Tin
Gold Answer:      [['Ronald Neame', 'David Nicholls', 'Bram Stoker', 'David Lean', 'Beryl Bainbridge', 'Elizabeth von Arnim', 'Charles Dickens', 'Joseph D. Pistone', 'Richard Woodley', 'Steve Kloves', 'Cecil McGivern', 'Kay Walsh', 'Richard Curtis', 'Gabriel García Márquez', 'Lawrence Konner', 'Mark Rosenthal', 'Nick Murphy', 'Jim Sheridan', 'Shelagh Delaney', 'Paul Attanasio']]
Predicted Ans:    David Lean
Predicted Path:   Pushing Tin --[directed_by]--> Mike Newell --[(INV) directed_by]--> Great Expectations --[written_by]--> David Lean
Path (Raw):       Pushing Tin --[directed_by]--> Mike Newell --[(INV) directed_by]--> Great Expectations --[written_by]--> David Lean
Neg LogProb(↓):   0.873677
Path Entropy(↓):  2.232564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film city hunter
Start Entity:     City Hunter
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   City Hunter --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Path (Raw):       City Hunter --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Neg LogProb(↓):   3.182184
Path Entropy(↓):  4.635280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by soviet union
Start Entity:     soviet union
Gold Answer:      [['Ninotchka', 'Red Dawn']]
Predicted Ans:    Red Dawn
Predicted Path:   soviet union --[(INV) has_tags]--> Red Dawn --[has_tags]--> invasion --[(INV) has_tags]--> Red Dawn
Path (Raw):       soviet union --[(INV) has_tags]--> Red Dawn --[has_tags]--> invasion --[(INV) has_tags]--> Red Dawn
Neg LogProb(↓):   0.046915
Path Entropy(↓):  0.188073
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the manhattan project
Start Entity:     The Manhattan Project
Gold Answer:      [['Harry and the Hendersons', 'Cliffhanger', 'Hollow Point', 'The Big Fix', 'Don Quixote', 'The Life and Death of Peter Sellers', 'Footloose', 'Raising Cain', 'Distant Thunder', '2010', 'Shrek', 'Silent Fall', 'Homegrown', 'Obsession', 'At Play in the Fields of the Lord', 'Blow Out', 'The World According to Garp', 'Ricochet']]
Predicted Ans:    Obsession
Predicted Path:   The Manhattan Project --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Obsession
Path (Raw):       The Manhattan Project --[starred_actors]--> John Lithgow --[No Operation]--> John Lithgow --[(INV) starred_actors]--> Obsession
Neg LogProb(↓):   0.745415
Path Entropy(↓):  1.529705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed parting glances
Start Entity:     Parting Glances
Gold Answer:      [['Bill Sherwood']]
Predicted Ans:    Bill Sherwood
Predicted Path:   Parting Glances --[directed_by]--> Bill Sherwood --[(INV) directed_by]--> Parting Glances --[directed_by]--> Bill Sherwood
Path (Raw):       Parting Glances --[directed_by]--> Bill Sherwood --[(INV) directed_by]--> Parting Glances --[directed_by]--> Bill Sherwood
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie star of midnight were in which languages
Start Entity:     Star of Midnight
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Star of Midnight --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Path (Raw):       Star of Midnight --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.236001
Path Entropy(↓):  0.739871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by charles george hildebrandt were directed by who
Start Entity:     Charles George Hildebrandt
Gold Answer:      [['Douglas McKeown']]
Predicted Ans:    Douglas McKeown
Predicted Path:   Charles George Hildebrandt --[(INV) starred_actors]--> The Deadly Spawn --[directed_by]--> Douglas McKeown
Path (Raw):       Charles George Hildebrandt --[No Operation]--> Charles George Hildebrandt --[(INV) starred_actors]--> The Deadly Spawn --[directed_by]--> Douglas McKeown
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the league of gentlemen in
Start Entity:     The League of Gentlemen
Gold Answer:      [['English', 'Zulu', 'Russian', 'German']]
Predicted Ans:    Zulu
Predicted Path:   The League of Gentlemen --[starred_actors]--> Jack Hawkins --[(INV) starred_actors]--> Zulu --[in_language]--> Zulu
Path (Raw):       The League of Gentlemen --[starred_actors]--> Jack Hawkins --[(INV) starred_actors]--> Zulu --[in_language]--> Zulu
Neg LogProb(↓):   0.727185
Path Entropy(↓):  1.137175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie mio in the land of faraway
Start Entity:     Mio in the Land of Faraway
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Mio in the Land of Faraway --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Path (Raw):       Mio in the Land of Faraway --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Neg LogProb(↓):   1.919836
Path Entropy(↓):  2.782854
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the fred claus director release
Start Entity:     Fred Claus
Gold Answer:      [['1998', '2003', '2005', '2014', '2011']]
Predicted Ans:    2007
Predicted Path:   Fred Claus --[directed_by]--> David Dobkin --[(INV) directed_by]--> Fred Claus --[release_year]--> 2007
Path (Raw):       Fred Claus --[directed_by]--> David Dobkin --[(INV) directed_by]--> Fred Claus --[release_year]--> 2007
Neg LogProb(↓):   1.226972
Path Entropy(↓):  1.511354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of movie is despicable me 2
Start Entity:     Despicable Me 2
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Despicable Me 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Despicable Me 2 --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.045321
Path Entropy(↓):  4.324828
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by richard claus
Start Entity:     Richard Claus
Gold Answer:      [['Cornelia Funke', 'Daniel Musgrave']]
Predicted Ans:    Richard Claus
Predicted Path:   Richard Claus --[(INV) directed_by]--> The Thief Lord --[written_by]--> Richard Claus
Path (Raw):       Richard Claus --[No Operation]--> Richard Claus --[(INV) directed_by]--> The Thief Lord --[written_by]--> Richard Claus
Neg LogProb(↓):   0.314982
Path Entropy(↓):  0.709808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by cedric the entertainer
Start Entity:     Cedric the Entertainer
Gold Answer:      [['D.L. Hughley', 'Steve Harvey', 'Bernie Mac', 'Ethan Coen']]
Predicted Ans:    Steve Harvey
Predicted Path:   Cedric the Entertainer --[(INV) written_by]--> The Original Kings of Comedy --[written_by]--> Steve Harvey
Path (Raw):       Cedric the Entertainer --[No Operation]--> Cedric the Entertainer --[(INV) written_by]--> The Original Kings of Comedy --[written_by]--> Steve Harvey
Neg LogProb(↓):   0.226656
Path Entropy(↓):  0.695219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the prize
Start Entity:     The Prize
Gold Answer:      [['1949', '1954', '1957', '1960', '1951', '1965', '1967', '1945', '1974', '1955', '1958', '1956', '1943']]
Predicted Ans:    1956
Predicted Path:   The Prize --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Harder They Fall --[release_year]--> 1956
Path (Raw):       The Prize --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Harder They Fall --[release_year]--> 1956
Neg LogProb(↓):   1.628628
Path Entropy(↓):  2.337532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of 100 girls also starred in which films
Start Entity:     100 Girls
Gold Answer:      [['The Deep End', 'Cherry Crush', 'The Ruins', 'Veronika Decides to Die']]
Predicted Ans:    The Deep End
Predicted Path:   100 Girls --[starred_actors]--> Jonathan Tucker --[(INV) starred_actors]--> The Deep End
Path (Raw):       100 Girls --[starred_actors]--> Jonathan Tucker --[No Operation]--> Jonathan Tucker --[(INV) starred_actors]--> The Deep End
Neg LogProb(↓):   0.302217
Path Entropy(↓):  0.603557
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film a mighty heart
Start Entity:     A Mighty Heart
Gold Answer:      [['Jay McInerney', 'Tony Cinciripini', 'Linda Woolverton', 'Mark Millar', 'Eric Roth', 'Michael Pye', 'Kurt Wimmer', 'Derek Haas', 'Michael Brandt', 'Florian Henckel von Donnersmarck', 'James Mangold', 'Jeffery Deaver', 'Chris Morgan', 'Susanna Kaysen', 'Cornell Woolrich', 'J. Michael Straczynski', 'Michael Cristofer']]
Predicted Ans:    Tony Cinciripini
Predicted Path:   A Mighty Heart --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Hell's Kitchen --[written_by]--> Tony Cinciripini
Path (Raw):       A Mighty Heart --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Hell's Kitchen --[written_by]--> Tony Cinciripini
Neg LogProb(↓):   0.517814
Path Entropy(↓):  0.954166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with jacques prevert
Start Entity:     Jacques Prévert
Gold Answer:      [['André Cayatte', 'Roger Vercel']]
Predicted Ans:    Jacques Prévert
Predicted Path:   Jacques Prévert --[(INV) written_by]--> Port of Shadows --[written_by]--> Jacques Prévert
Path (Raw):       Jacques Prévert --[No Operation]--> Jacques Prévert --[(INV) written_by]--> Port of Shadows --[written_by]--> Jacques Prévert
Neg LogProb(↓):   0.132955
Path Entropy(↓):  0.375788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was hero at large released
Start Entity:     Hero at Large
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Hero at Large --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Hero at Large --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   2.319340
Path Entropy(↓):  3.710540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by jean becker released
Start Entity:     Jean Becker
Gold Answer:      [['2008', '2010', '2007']]
Predicted Ans:    2010
Predicted Path:   Jean Becker --[(INV) written_by]--> My Afternoons with Margueritte --[release_year]--> 2010
Path (Raw):       Jean Becker --[No Operation]--> Jean Becker --[(INV) written_by]--> My Afternoons with Margueritte --[release_year]--> 2010
Neg LogProb(↓):   0.780362
Path Entropy(↓):  1.066264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe cold prey 2 in a few words
Start Entity:     Cold Prey 2
Gold Answer:      [['slasher']]
Predicted Ans:    slasher
Predicted Path:   Cold Prey 2 --[has_tags]--> slasher --[(INV) has_tags]--> Madman --[has_tags]--> slasher
Path (Raw):       Cold Prey 2 --[has_tags]--> slasher --[(INV) has_tags]--> Madman --[has_tags]--> slasher
Neg LogProb(↓):   0.000588
Path Entropy(↓):  0.005076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by frances h. flaherty release
Start Entity:     Frances H. Flaherty
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Frances H. Flaherty --[(INV) written_by]--> Louisiana Story --[release_year]--> 1948
Path (Raw):       Frances H. Flaherty --[No Operation]--> Frances H. Flaherty --[(INV) written_by]--> Louisiana Story --[release_year]--> 1948
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by dorothy patrick released
Start Entity:     Dorothy Patrick
Gold Answer:      [['1950', '1949']]
Predicted Ans:    1949
Predicted Path:   Dorothy Patrick --[(INV) starred_actors]--> Follow Me Quietly --[release_year]--> 1949
Path (Raw):       Dorothy Patrick --[No Operation]--> Dorothy Patrick --[(INV) starred_actors]--> Follow Me Quietly --[release_year]--> 1949
Neg LogProb(↓):   0.003218
Path Entropy(↓):  0.021650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of where were you when the lights went out?
Start Entity:     Where Were You When the Lights Went Out?
Gold Answer:      [['The Man Who Knew Too Much', 'The Glass Bottom Boat', 'Young Man with a Horn', 'The Pajama Game', 'Starlift', 'The Winning Team', 'Storm Warning', 'Love Me or Leave Me', "Please Don't Eat the Daisies", 'With Six You Get Eggroll', 'That Touch of Mink', "Billy Rose's Jumbo", 'Romance on the High Seas', 'Pillow Talk', 'Young at Heart', 'Julie', 'April in Paris', 'The Tunnel of Love', 'Calamity Jane', 'It Happened to Jane', 'The West Point Story', 'Midnight Lace', "It's a Great Feeling", 'The Thrill of It All', 'Move Over, Darling', "Teacher's Pet", 'Lover Come Back', 'Do Not Disturb', 'Caprice', 'Send Me No Flowers']]
Predicted Ans:    Do Not Disturb
Predicted Path:   Where Were You When the Lights Went Out? --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Path (Raw):       Where Were You When the Lights Went Out? --[starred_actors]--> Doris Day --[No Operation]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Neg LogProb(↓):   0.990143
Path Entropy(↓):  2.208985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor robert webber co - starred with who
Start Entity:     Robert Webber
Gold Answer:      [['Goldie Hawn', 'Dudley Moore', 'Gert Fröbe', 'Julie Andrews', 'Warren Beatty', 'Bo Derek']]
Predicted Ans:    Goldie Hawn
Predicted Path:   Robert Webber --[(INV) starred_actors]--> $ --[starred_actors]--> Goldie Hawn
Path (Raw):       Robert Webber --[No Operation]--> Robert Webber --[(INV) starred_actors]--> $ --[starred_actors]--> Goldie Hawn
Neg LogProb(↓):   0.009606
Path Entropy(↓):  0.055953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in green for danger
Start Entity:     Green for Danger
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Green for Danger --[starred_actors]--> Trevor Howard --[(INV) starred_actors]--> Von Ryan's Express --[in_language]--> German
Path (Raw):       Green for Danger --[starred_actors]--> Trevor Howard --[(INV) starred_actors]--> Von Ryan's Express --[in_language]--> German
Neg LogProb(↓):   0.766988
Path Entropy(↓):  0.995278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by rod daniel were released in which years
Start Entity:     Rod Daniel
Gold Answer:      [['1989', '1985', '2002', '1993']]
Predicted Ans:    1989
Predicted Path:   Rod Daniel --[(INV) directed_by]--> K-9 --[release_year]--> 1989
Path (Raw):       Rod Daniel --[No Operation]--> Rod Daniel --[(INV) directed_by]--> K-9 --[release_year]--> 1989
Neg LogProb(↓):   0.062842
Path Entropy(↓):  0.269152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did kevin brodie write
Start Entity:     Kevin Brodie
Gold Answer:      [['A Dog of Flanders']]
Predicted Ans:    A Dog of Flanders
Predicted Path:   Kevin Brodie --[(INV) written_by]--> A Dog of Flanders --[written_by]--> Robert Singer --[(INV) written_by]--> A Dog of Flanders
Path (Raw):       Kevin Brodie --[(INV) written_by]--> A Dog of Flanders --[written_by]--> Robert Singer --[(INV) written_by]--> A Dog of Flanders
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000289
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in witchboard
Start Entity:     Witchboard
Gold Answer:      [['Pat Proft', 'Neal Israel', 'Bob Israel']]
Predicted Ans:    Pat Proft
Predicted Path:   Witchboard --[starred_actors]--> Tawny Kitaen --[(INV) starred_actors]--> Bachelor Party --[written_by]--> Pat Proft
Path (Raw):       Witchboard --[starred_actors]--> Tawny Kitaen --[(INV) starred_actors]--> Bachelor Party --[written_by]--> Pat Proft
Neg LogProb(↓):   0.127994
Path Entropy(↓):  0.423060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by renato moretti
Start Entity:     Renato Moretti
Gold Answer:      [['Antonio Margheriti']]
Predicted Ans:    Antonio Margheriti
Predicted Path:   Renato Moretti --[(INV) written_by]--> Wild, Wild Planet --[directed_by]--> Antonio Margheriti
Path (Raw):       Renato Moretti --[No Operation]--> Renato Moretti --[(INV) written_by]--> Wild, Wild Planet --[directed_by]--> Antonio Margheriti
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie shutter island are written by who
Start Entity:     Shutter Island
Gold Answer:      [['Marc Norman', 'Richard Price', 'Martin Scorsese', 'Mardik Martin', 'Kent Jones', 'Jay Cocks', 'Nicholas Pileggi', 'Woody Allen', 'Nikos Kazantzakis', 'Ernest K. Gann', 'Jake LaMotta', 'Ben L. Reitman', 'Joe Connelly', 'Edith Wharton', 'Melissa Mathison', 'John D. MacDonald', 'Sofia Coppola', 'Francis Ford Coppola', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'Robert Getchell', 'James R. Webb', 'Paul Schrader', 'William Monahan', 'John Logan', 'Brian Selznick', 'Joseph Minion', 'Walter Tevis', 'Jordan Belfort']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Shutter Island --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[written_by]--> Martin Scorsese
Path (Raw):       Shutter Island --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[written_by]--> Martin Scorsese
Neg LogProb(↓):   1.064440
Path Entropy(↓):  1.628239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by genndy tartakovsky were released in which years
Start Entity:     Genndy Tartakovsky
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Genndy Tartakovsky --[(INV) directed_by]--> Hotel Transylvania --[release_year]--> 2012
Path (Raw):       Genndy Tartakovsky --[No Operation]--> Genndy Tartakovsky --[(INV) directed_by]--> Hotel Transylvania --[release_year]--> 2012
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by stephen frears
Start Entity:     Stephen Frears
Gold Answer:      [['Christopher Hampton', 'Alan Bennett', 'John Lahr', 'Jimmy McGovern', 'John Cusack', 'William H. Macy', 'Jeff Pope', 'Hanif Kureishi', 'Steven Schachter', 'Valerie Martin', 'Jim Thompson', 'Shawn Slovo', 'James Naughtie', 'Peter Lefcourt', 'Choderlos de Laclos', 'Neville Smith', 'Donald E. Westlake', 'Steve Coogan', 'Colette', 'Martin Sherman', 'Beth Raymer', 'Martin Sixsmith', 'Max Evans', 'Moira Buffini', 'Roddy Doyle', 'Posy Simmonds', 'Nick Hornby', 'Steven Knight', 'Peter Morgan']]
Predicted Ans:    William H. Macy
Predicted Path:   Stephen Frears --[(INV) directed_by]--> The Deal --[written_by]--> William H. Macy
Path (Raw):       Stephen Frears --[No Operation]--> Stephen Frears --[(INV) directed_by]--> The Deal --[written_by]--> William H. Macy
Neg LogProb(↓):   1.413995
Path Entropy(↓):  2.724829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is patriotism in
Start Entity:     Patriotism
Gold Answer:      [['Japanese']]
Predicted Ans:    French
Predicted Path:   Patriotism --[written_by]--> Yukio Mishima --[(INV) written_by]--> The School of Flesh --[in_language]--> French
Path (Raw):       Patriotism --[written_by]--> Yukio Mishima --[(INV) written_by]--> The School of Flesh --[in_language]--> French
Neg LogProb(↓):   0.018590
Path Entropy(↓):  0.096076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies written by richard rutowski
Start Entity:     Richard Rutowski
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Richard Rutowski --[(INV) written_by]--> Natural Born Killers --[has_genre]--> Crime
Path (Raw):       Richard Rutowski --[No Operation]--> Richard Rutowski --[(INV) written_by]--> Natural Born Killers --[has_genre]--> Crime
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film vantage point
Start Entity:     Vantage Point
Gold Answer:      [['Barry L. Levy']]
Predicted Ans:    Barry L. Levy
Predicted Path:   Vantage Point --[written_by]--> Barry L. Levy --[(INV) written_by]--> Paranoia --[written_by]--> Barry L. Levy
Path (Raw):       Vantage Point --[written_by]--> Barry L. Levy --[(INV) written_by]--> Paranoia --[written_by]--> Barry L. Levy
Neg LogProb(↓):   0.254712
Path Entropy(↓):  0.779762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie one spy too many were released in which years
Start Entity:     One Spy Too Many
Gold Answer:      [['1968', '1978', '1966', '1969', '1986']]
Predicted Ans:    1969
Predicted Path:   One Spy Too Many --[starred_actors]--> Robert Vaughn --[(INV) starred_actors]--> The Bridge at Remagen --[release_year]--> 1969
Path (Raw):       One Spy Too Many --[starred_actors]--> Robert Vaughn --[(INV) starred_actors]--> The Bridge at Remagen --[release_year]--> 1969
Neg LogProb(↓):   0.279904
Path Entropy(↓):  0.624091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the ugly american
Start Entity:     The Ugly American
Gold Answer:      [['1980', '1954', '2006', '1967', '1935', '1979', '1984', '1977', '1968', '1957', '1951', '1953', '1994', '1956', '1995', '1976', '1972', '2001', '1990', '1996', '1961', '1955', '1962', '1978', '1964', '1997', '1966', '1950', '1960', '1925', '1965', '1969', '1952', '1958']]
Predicted Ans:    1972
Predicted Path:   The Ugly American --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[release_year]--> 1972
Path (Raw):       The Ugly American --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[release_year]--> 1972
Neg LogProb(↓):   0.985253
Path Entropy(↓):  1.786307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the deal director release
Start Entity:     The Deal
Gold Answer:      [['1992', '1993', '2006', '1985', '1984', '1998', '2009', '2010', '2004', '1971', '1990', '1996', '2002', '2012', '2013', '1988', '2000', '2005', '1987']]
Predicted Ans:    2003
Predicted Path:   The Deal --[directed_by]--> Harvey Kahn --[(INV) directed_by]--> The Deal --[release_year]--> 2003
Path (Raw):       The Deal --[directed_by]--> Harvey Kahn --[(INV) directed_by]--> The Deal --[release_year]--> 2003
Neg LogProb(↓):   1.187384
Path Entropy(↓):  1.771903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by kazuo hasegawa
Start Entity:     Kazuo Hasegawa
Gold Answer:      [['Otokichi Mikami', 'Natto Wada', 'Teinosuke Kinugasa']]
Predicted Ans:    Teinosuke Kinugasa
Predicted Path:   Kazuo Hasegawa --[(INV) starred_actors]--> Gate of Hell --[written_by]--> Teinosuke Kinugasa
Path (Raw):       Kazuo Hasegawa --[No Operation]--> Kazuo Hasegawa --[(INV) starred_actors]--> Gate of Hell --[written_by]--> Teinosuke Kinugasa
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000257
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of caroline goodall acted films
Start Entity:     Caroline Goodall
Gold Answer:      [['John Tatoulis']]
Predicted Ans:    John Tatoulis
Predicted Path:   Caroline Goodall --[(INV) starred_actors]--> The Silver Brumby --[directed_by]--> John Tatoulis
Path (Raw):       Caroline Goodall --[No Operation]--> Caroline Goodall --[(INV) starred_actors]--> The Silver Brumby --[directed_by]--> John Tatoulis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of black dynamite is also the director of which movies
Start Entity:     Black Dynamite
Gold Answer:      [['Thick as Thieves']]
Predicted Ans:    Thick as Thieves
Predicted Path:   Black Dynamite --[directed_by]--> Scott Sanders --[(INV) directed_by]--> Thick as Thieves
Path (Raw):       Black Dynamite --[directed_by]--> Scott Sanders --[(INV) directed_by]--> Thick as Thieves --[No Operation]--> Thick as Thieves
Neg LogProb(↓):   0.028152
Path Entropy(↓):  0.127134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by ronny graham were directed by who
Start Entity:     Ronny Graham
Gold Answer:      [['Alan Johnson', 'Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Ronny Graham --[(INV) written_by]--> To Be or Not to Be --[directed_by]--> Ernst Lubitsch
Path (Raw):       Ronny Graham --[No Operation]--> Ronny Graham --[(INV) written_by]--> To Be or Not to Be --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.001249
Path Entropy(↓):  0.009640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of alberto mendez
Start Entity:     Alberto Méndez
Gold Answer:      [['José Luis Cuerda', 'Rafael Azcona']]
Predicted Ans:    José Luis Cuerda
Predicted Path:   Alberto Méndez --[(INV) written_by]--> The Blind Sunflowers --[written_by]--> José Luis Cuerda
Path (Raw):       Alberto Méndez --[No Operation]--> Alberto Méndez --[(INV) written_by]--> The Blind Sunflowers --[written_by]--> José Luis Cuerda
Neg LogProb(↓):   0.000202
Path Entropy(↓):  0.001972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of watership down
Start Entity:     Watership Down
Gold Answer:      [['Gordon Hessler', 'Martin Rosen']]
Predicted Ans:    Martin Rosen
Predicted Path:   Watership Down --[written_by]--> Richard Adams --[(INV) written_by]--> Watership Down --[directed_by]--> Martin Rosen
Path (Raw):       Watership Down --[written_by]--> Richard Adams --[(INV) written_by]--> Watership Down --[directed_by]--> Martin Rosen
Neg LogProb(↓):   0.000250
Path Entropy(↓):  0.002645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the boy meets girl director
Start Entity:     Boy Meets Girl
Gold Answer:      [['Japanese']]
Predicted Ans:    French
Predicted Path:   Boy Meets Girl --[directed_by]--> Leos Carax --[(INV) directed_by]--> Boy Meets Girl --[in_language]--> French
Path (Raw):       Boy Meets Girl --[directed_by]--> Leos Carax --[(INV) directed_by]--> Boy Meets Girl --[in_language]--> French
Neg LogProb(↓):   0.429747
Path Entropy(↓):  0.648792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films written by paul fraser
Start Entity:     Paul Fraser
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Fraser --[(INV) written_by]--> Heartlands --[has_genre]--> Comedy
Path (Raw):       Paul Fraser --[No Operation]--> Paul Fraser --[(INV) written_by]--> Heartlands --[has_genre]--> Comedy
Neg LogProb(↓):   0.517574
Path Entropy(↓):  0.891660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by arnaud d'usseau
Start Entity:     Arnaud d'Usseau
Gold Answer:      [['Horror Express']]
Predicted Ans:    Horror Express
Predicted Path:   Arnaud d'Usseau --[(INV) written_by]--> Horror Express --[written_by]--> Julian Zimet --[(INV) written_by]--> Horror Express
Path (Raw):       Arnaud d'Usseau --[(INV) written_by]--> Horror Express --[written_by]--> Julian Zimet --[(INV) written_by]--> Horror Express
Neg LogProb(↓):   0.005914
Path Entropy(↓):  0.036713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing civil brand
Start Entity:     Civil Brand
Gold Answer:      [['prison']]
Predicted Ans:    prison
Predicted Path:   Civil Brand --[has_tags]--> prison --[(INV) has_tags]--> Rosewater --[has_tags]--> prison
Path (Raw):       Civil Brand --[has_tags]--> prison --[(INV) has_tags]--> Rosewater --[has_tags]--> prison
Neg LogProb(↓):   0.000287
Path Entropy(↓):  0.003025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by robert l. joseph
Start Entity:     Robert L. Joseph
Gold Answer:      [['Ida Lupino']]
Predicted Ans:    Ida Lupino
Predicted Path:   Robert L. Joseph --[(INV) written_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Path (Raw):       Robert L. Joseph --[No Operation]--> Robert L. Joseph --[(INV) written_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by robbie amell release
Start Entity:     Robbie Amell
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Robbie Amell --[(INV) starred_actors]--> Scooby-Doo! The Mystery Begins --[release_year]--> 2009
Path (Raw):       Robbie Amell --[No Operation]--> Robbie Amell --[(INV) starred_actors]--> Scooby-Doo! The Mystery Begins --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with restraint
Start Entity:     Restraint
Gold Answer:      [['Garage Days']]
Predicted Ans:    Restraint
Predicted Path:   Restraint --[written_by]--> Dave Warner --[(INV) written_by]--> Restraint
Path (Raw):       Restraint --[written_by]--> Dave Warner --[(INV) written_by]--> Restraint --[No Operation]--> Restraint
Neg LogProb(↓):   0.075864
Path Entropy(↓):  0.292061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre for the movie onegin
Start Entity:     Onegin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Onegin --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Onegin --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.391936
Path Entropy(↓):  4.554616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by paul weiland
Start Entity:     Paul Weiland
Gold Answer:      [['Deborah Kaplan', 'Harry Elfont', 'Adam Sztykiel', 'Bill Cosby']]
Predicted Ans:    Bill Cosby
Predicted Path:   Paul Weiland --[(INV) directed_by]--> Leonard Part 6 --[written_by]--> Bill Cosby
Path (Raw):       Paul Weiland --[No Operation]--> Paul Weiland --[(INV) directed_by]--> Leonard Part 6 --[written_by]--> Bill Cosby
Neg LogProb(↓):   0.000365
Path Entropy(↓):  0.003695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie wild things
Start Entity:     Wild Things
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Wild Things --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       Wild Things --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   1.912456
Path Entropy(↓):  3.710738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter tom gilroy
Start Entity:     Tom Gilroy
Gold Answer:      [['Ned Beatty', 'Campbell Scott', 'Liev Schreiber']]
Predicted Ans:    Ned Beatty
Predicted Path:   Tom Gilroy --[(INV) written_by]--> Spring Forward --[starred_actors]--> Ned Beatty
Path (Raw):       Tom Gilroy --[No Operation]--> Tom Gilroy --[(INV) written_by]--> Spring Forward --[starred_actors]--> Ned Beatty
Neg LogProb(↓):   0.006446
Path Entropy(↓):  0.043155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in æon flux
Start Entity:     Æon Flux
Gold Answer:      [['Romance', 'Family', 'Western', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Æon Flux --[starred_actors]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       Æon Flux --[starred_actors]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   0.430357
Path Entropy(↓):  0.665680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by camane in
Start Entity:     Camané
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Camané --[(INV) starred_actors]--> Fados --[has_genre]--> Musical
Path (Raw):       Camané --[No Operation]--> Camané --[(INV) starred_actors]--> Fados --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by alexander gruszynski fall under
Start Entity:     Alexander Gruszynski
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Alexander Gruszynski --[(INV) directed_by]--> Black Dawn --[has_genre]--> Action
Path (Raw):       Alexander Gruszynski --[No Operation]--> Alexander Gruszynski --[(INV) directed_by]--> Black Dawn --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter norman snider co - wrote films with who
Start Entity:     Norman Snider
Gold Answer:      [['Jack Geasland', 'David Cronenberg', 'Bari Wood']]
Predicted Ans:    David Cronenberg
Predicted Path:   Norman Snider --[(INV) written_by]--> Dead Ringers --[written_by]--> David Cronenberg
Path (Raw):       Norman Snider --[No Operation]--> Norman Snider --[(INV) written_by]--> Dead Ringers --[written_by]--> David Cronenberg
Neg LogProb(↓):   0.005607
Path Entropy(↓):  0.039129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film war witch was written by who
Start Entity:     War Witch
Gold Answer:      [['Kim Nguyen']]
Predicted Ans:    Kim Nguyen
Predicted Path:   War Witch --[written_by]--> Kim Nguyen --[(INV) written_by]--> War Witch --[written_by]--> Kim Nguyen
Path (Raw):       War Witch --[written_by]--> Kim Nguyen --[(INV) written_by]--> War Witch --[written_by]--> Kim Nguyen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie phaedra
Start Entity:     Phaedra
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Phaedra --[in_language]--> Greek --[(INV) in_language]--> What If... --[in_language]--> Greek
Path (Raw):       Phaedra --[in_language]--> Greek --[(INV) in_language]--> What If... --[in_language]--> Greek
Neg LogProb(↓):   0.559201
Path Entropy(↓):  1.007558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of the exorcist iii
Start Entity:     The Exorcist III
Gold Answer:      [['William Peter Blatty']]
Predicted Ans:    William Peter Blatty
Predicted Path:   The Exorcist III --[written_by]--> William Peter Blatty --[(INV) written_by]--> The Ninth Configuration --[written_by]--> William Peter Blatty
Path (Raw):       The Exorcist III --[written_by]--> William Peter Blatty --[(INV) written_by]--> The Ninth Configuration --[written_by]--> William Peter Blatty
Neg LogProb(↓):   0.415737
Path Entropy(↓):  0.877813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by larry b. williams
Start Entity:     Larry B. Williams
Gold Answer:      [['Lea Thompson', 'Kelly Preston', 'Kate Capshaw', 'Larry B. Scott']]
Predicted Ans:    Lea Thompson
Predicted Path:   Larry B. Williams --[(INV) written_by]--> SpaceCamp --[starred_actors]--> Lea Thompson
Path (Raw):       Larry B. Williams --[No Operation]--> Larry B. Williams --[(INV) written_by]--> SpaceCamp --[starred_actors]--> Lea Thompson
Neg LogProb(↓):   0.006422
Path Entropy(↓):  0.038721
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the country girl starred who
Start Entity:     The Country Girl
Gold Answer:      [['Richard Attenborough', 'Madeleine Carroll', 'Hope Lange', 'Millie Perkins', 'Elvis Presley', 'Gary Cooper', 'Dylan McDermott', 'Martin Milner', 'Susan Harrison', 'Lee J. Cobb', 'William Holden', 'Barbara Stanwyck', 'Adolphe Menjou', 'Rod Taylor', 'Montgomery Clift', 'Dean Martin', 'Tuesday Weld', 'Paul Douglas', 'James Garner', 'Lilli Palmer', 'Eva Marie Saint', 'Wendell Corey', 'Elizabeth Perkins', 'Jack Palance', 'Joan Crawford', 'Dudley Digges', 'Robert Ryan', 'Akim Tamiroff', 'Tony Curtis', 'Marilyn Monroe', 'Burt Lancaster', 'John Garfield', 'Jean Hagen', 'John Payne', 'Hugh Griffith', 'Edmund Gwenn', "Maureen O'Hara", 'Ida Lupino']]
Predicted Ans:    William Holden
Predicted Path:   The Country Girl --[written_by]--> Clifford Odets --[(INV) written_by]--> The Country Girl --[starred_actors]--> William Holden
Path (Raw):       The Country Girl --[written_by]--> Clifford Odets --[(INV) written_by]--> The Country Girl --[starred_actors]--> William Holden
Neg LogProb(↓):   0.519186
Path Entropy(↓):  1.114938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was treasure island released
Start Entity:     Treasure Island
Gold Answer:      [['1950']]
Predicted Ans:    1990
Predicted Path:   Treasure Island --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Treasure Island --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.129951
Path Entropy(↓):  3.886382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by the writer of hard target
Start Entity:     Hard Target
Gold Answer:      [['John Bruno']]
Predicted Ans:    John Woo
Predicted Path:   Hard Target --[written_by]--> Chuck Pfarrer --[(INV) written_by]--> Hard Target --[directed_by]--> John Woo
Path (Raw):       Hard Target --[written_by]--> Chuck Pfarrer --[(INV) written_by]--> Hard Target --[directed_by]--> John Woo
Neg LogProb(↓):   0.035386
Path Entropy(↓):  0.151014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same actor of plaza suite
Start Entity:     Plaza Suite
Gold Answer:      [['Out to Sea', 'Buddy Buddy', 'Lonely Are the Brave', 'The North Avenue Irregulars', 'The Fan', 'The Incident', 'Hopscotch', "I'm Not Rappaport", 'Onionhead', 'Bigger Than Life', 'The Sunshine Boys', 'Grumpy Old Men', 'The Internecine Project', 'Charlie Chan and the Curse of the Dragon Queen', 'Johnny Dangerously', 'A Face in the Crowd', "It's My Party", "Pete 'n' Tillie", 'A New Leaf', 'The Landlord', 'A Guide for the Married Man', 'The Seduction of Joe Tynan', 'I.Q.', 'The Laughing Policeman', 'Bye Bye Birdie', 'First Monday in October', 'Dennis the Menace', 'The Fortune Cookie', 'King Creole', 'The Front Page', 'Freaky Friday', 'The Taking of Pelham One Two Three', 'The Grass Harp', 'The Survivors', 'Mirage', 'The Bad News Bears', 'Visiting Hours', 'The Odd Couple', 'Grumpier Old Men', 'The Odd Couple II', 'Family Plot', 'Cactus Flower', 'Charley Varrick', 'Hanging Up', 'The Couch Trip', 'Charade', 'Hello, Dolly!', 'Shampoo', 'Little Miss Marker', 'Kotch']]
Predicted Ans:    The Front Page
Predicted Path:   Plaza Suite --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page
Path (Raw):       Plaza Suite --[starred_actors]--> Walter Matthau --[No Operation]--> Walter Matthau --[(INV) starred_actors]--> The Front Page
Neg LogProb(↓):   0.401515
Path Entropy(↓):  1.092828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the last seduction were in which languages
Start Entity:     The Last Seduction
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   The Last Seduction --[starred_actors]--> Bill Pullman --[(INV) starred_actors]--> Brokedown Palace --[in_language]--> Thai
Path (Raw):       The Last Seduction --[starred_actors]--> Bill Pullman --[(INV) starred_actors]--> Brokedown Palace --[in_language]--> Thai
Neg LogProb(↓):   0.056312
Path Entropy(↓):  0.222118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of out of the fog
Start Entity:     Out of the Fog
Gold Answer:      [['They Drive by Night', 'Force of Evil', 'The Man I Love', 'Private Hell 36', 'Angels Over Broadway', 'The Outlaw', 'The Bigamist', 'Joan of Paris', 'Pride of the Marines', 'Destination Tokyo', 'Humoresque', 'Immortal Sergeant', 'Four Daughters', 'Ladies in Retirement', "The Devil's Rain", 'The Big Knife', 'Road House', 'Between Two Worlds', 'The Sea Wolf', 'On Dangerous Ground', 'They Made Me a Criminal', 'Lust for Gold', 'Body and Soul', 'Tortilla Flat', 'Moontide', 'The Lone Wolf Spy Hunt', 'The Keys of the Kingdom', 'Castle on the Hudson', 'He Ran All the Way', 'Wilson', 'The Postman Always Rings Twice', 'The Breaking Point', 'The Long Voyage Home', 'Escape Me Never', 'Nobody Lives Forever', 'This Above All', 'The Fallen Sparrow', 'High Sierra', 'Junior Bonner']]
Predicted Ans:    The Postman Always Rings Twice
Predicted Path:   Out of the Fog --[starred_actors]--> John Garfield --[(INV) starred_actors]--> The Postman Always Rings Twice
Path (Raw):       Out of the Fog --[starred_actors]--> John Garfield --[No Operation]--> John Garfield --[(INV) starred_actors]--> The Postman Always Rings Twice
Neg LogProb(↓):   1.177109
Path Entropy(↓):  1.936234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie fish story in
Start Entity:     Fish Story
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Fish Story --[in_language]--> Japanese --[(INV) in_language]--> Story of a Prostitute --[in_language]--> Japanese
Path (Raw):       Fish Story --[in_language]--> Japanese --[(INV) in_language]--> Story of a Prostitute --[in_language]--> Japanese
Neg LogProb(↓):   1.545455
Path Entropy(↓):  3.140317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by william shakespeare
Start Entity:     William Shakespeare
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'George Cukor', 'William Dieterle', 'Paul Mazursky', 'Derek Jarman', 'Tim Blake Nelson', 'Franco Zeffirelli', 'Ralph Fiennes', 'Michael Hoffman', 'Stuart Burge', 'Peter Greenaway', 'Kenneth Branagh', 'Roman Polanski', 'Grigori Kozintsev', 'Julie Taymor', 'Joss Whedon', 'Baz Luhrmann', 'Max Reinhardt', 'Vishal Bhardwaj', 'Laurence Olivier', 'Alan Brown', 'Tony Richardson', 'Peter Hall', 'Oliver Parker', 'Orson Welles', 'Al Pacino', 'Uli Edel', 'Joseph L. Mankiewicz']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   William Shakespeare --[(INV) written_by]--> Henry V --[directed_by]--> Kenneth Branagh
Path (Raw):       William Shakespeare --[No Operation]--> William Shakespeare --[(INV) written_by]--> Henry V --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   1.296487
Path Entropy(↓):  2.535800
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Benjamin christensen directed which movies
Start Entity:     Benjamin Christensen
Gold Answer:      [['The Mysterious X']]
Predicted Ans:    The Mysterious X
Predicted Path:   Benjamin Christensen --[(INV) directed_by]--> The Mysterious X --[directed_by]--> Benjamin Christensen --[(INV) directed_by]--> The Mysterious X
Path (Raw):       Benjamin Christensen --[(INV) directed_by]--> The Mysterious X --[directed_by]--> Benjamin Christensen --[(INV) directed_by]--> The Mysterious X
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by duncan rouleau
Start Entity:     Duncan Rouleau
Gold Answer:      [['Don Hall', 'Chris Williams']]
Predicted Ans:    Don Hall
Predicted Path:   Duncan Rouleau --[(INV) written_by]--> Big Hero 6 --[directed_by]--> Don Hall
Path (Raw):       Duncan Rouleau --[No Operation]--> Duncan Rouleau --[(INV) written_by]--> Big Hero 6 --[directed_by]--> Don Hall
Neg LogProb(↓):   0.002009
Path Entropy(↓):  0.014468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by marco risi were released in which years
Start Entity:     Marco Risi
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God --[release_year]--> 2007
Path (Raw):       Marco Risi --[No Operation]--> Marco Risi --[(INV) directed_by]--> Maradona, the Hand of God --[release_year]--> 2007
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of wicked city
Start Entity:     Wicked City
Gold Answer:      [['Ninja Scroll']]
Predicted Ans:    Wicked City
Predicted Path:   Wicked City --[directed_by]--> Yoshiaki Kawajiri --[(INV) directed_by]--> Wicked City
Path (Raw):       Wicked City --[directed_by]--> Yoshiaki Kawajiri --[(INV) directed_by]--> Wicked City --[No Operation]--> Wicked City
Neg LogProb(↓):   0.634172
Path Entropy(↓):  0.777256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors of the director dwight h. little
Start Entity:     Dwight H. Little
Gold Answer:      [['Powers Boothe', 'Steven Seagal', 'Brandon Lee', 'Nick Mancuso']]
Predicted Ans:    Powers Boothe
Predicted Path:   Dwight H. Little --[(INV) directed_by]--> Rapid Fire --[starred_actors]--> Powers Boothe
Path (Raw):       Dwight H. Little --[No Operation]--> Dwight H. Little --[(INV) directed_by]--> Rapid Fire --[starred_actors]--> Powers Boothe
Neg LogProb(↓):   0.667364
Path Entropy(↓):  0.794113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of love at large
Start Entity:     Love at Large
Gold Answer:      [['Alan Rudolph']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Love at Large --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Path (Raw):       Love at Large --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   0.786135
Path Entropy(↓):  1.143308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the haunted strangler were in which genres
Start Entity:     The Haunted Strangler
Gold Answer:      [['Horror', 'Western']]
Predicted Ans:    Horror
Predicted Path:   The Haunted Strangler --[directed_by]--> Robert Day --[(INV) directed_by]--> The Haunted Strangler --[has_genre]--> Horror
Path (Raw):       The Haunted Strangler --[directed_by]--> Robert Day --[(INV) directed_by]--> The Haunted Strangler --[has_genre]--> Horror
Neg LogProb(↓):   0.028698
Path Entropy(↓):  0.145572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the aviator also starred in which films
Start Entity:     The Aviator
Gold Answer:      [['Little Fish', 'The 11th Hour', '8 Million Ways to Die', 'The Shipping News', 'Total Eclipse', 'Street Smart', 'Van Helsing', 'Hard Eight', 'The Linguini Incident', 'Monsignor', "Nobody's Fool", 'Wreck-It Ralph', 'Body of Lies', 'Carnage', 'Desperately Seeking Susan', 'Pearl Harbor', 'Inception', 'Total Recall', 'The Quick and the Dead', 'Gangs of New York', 'Life After Beth', 'Charlotte Gray', 'After Hours', 'Superman II', "Everybody's Fine", 'Above Suspicion', 'Bandits', "What's Eating Gilbert Grape", 'I-See-You.Com', 'Notes on a Scandal', 'Underworld', 'Whiteout', 'Cyrus', 'The Wolf of Wall Street', 'Robin Hood', 'The Basketball Diaries', "Hell's Kitchen", 'Uncovered', 'Superman', "Marvin's Room", 'Haunted', 'Step Brothers', 'The Beach', 'Django Unchained', 'J. Edgar', 'Snow Angels', 'Deathtrap', 'Cold Comfort Farm', 'Speechless', 'Serendipity', 'How to Train Your Dragon 2', 'Laurel Canyon', 'Shutter Island', 'The Departed', 'An Ideal Husband', 'The Talented Mr. Ripley', 'Oscar and Lucinda', 'Nowhere to Run', 'The Remains of the Day', 'Blood Diamond', 'Heaven', 'The Trials of Cate McCall', 'The Big Blue', 'Village of the Damned', 'Blue Jasmine', 'The Man in the Iron Mask', 'Northern Lights', 'Superman III', 'Much Ado About Nothing', 'The Life Aquatic with Steve Zissou', 'Emma', 'Cinderella', 'Criminal', 'Catch Me If You Can', 'Hanna', 'Out on a Limb', 'The Gift', '9', 'The Last Days of Disco', "Don's Plum", 'Searching for Debra Winger', 'Switching Channels', 'The Bostonians', 'Paradise Road', 'Revolutionary Road', 'Click', 'Elizabeth', 'The Curious Case of Benjamin Button', 'Titanic', 'Stonehearst Asylum', "This Boy's Life", 'Tiptoes', 'Indiana Jones and the Kingdom of the Crystal Skull', 'Vacancy', 'The Good German', 'Contraband', 'Brokedown Palace', 'Dark Water', "Gone Fishin'", 'Somewhere in Time', 'Romeo + Juliet', 'The Monuments Men', 'The Perfect Storm']]
Predicted Ans:    Bandits
Predicted Path:   The Aviator --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits
Path (Raw):       The Aviator --[starred_actors]--> Cate Blanchett --[No Operation]--> Cate Blanchett --[(INV) starred_actors]--> Bandits
Neg LogProb(↓):   1.422648
Path Entropy(↓):  2.818616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of vera cruz
Start Entity:     Vera Cruz
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Laurene Landon', 'Vicki Frederick', 'Eddie Albert', 'Catherine Deneuve', 'Ernest Borgnine', 'James Stewart', 'Harrison Ford', 'Dorothy Malone', 'Michael Caine', 'Anita Ekberg', 'Richard Jaeckel', 'Burt Reynolds', 'Cliff Robertson', 'Bruce Davison', 'Joseph Cotten', 'Peter Finch', 'Dean Martin', 'Harry Andrews', 'Ben Johnson', 'Bette Davis', 'Lee Marvin', 'Martine Carol', 'Paul Winfield', 'Wendell Corey', 'Jack Palance', 'Joan Crawford', 'Gene Wilder', 'Ian Bannen', 'Robert Strauss', 'Kim Novak', 'Jeff Chandler', 'Ralph Meeker', 'Burt Lancaster', 'Ursula Andress', 'Kirk Douglas', 'Jean Hagen', 'Hardy Krüger', 'Charles Bronson', 'Frank Sinatra', 'Ida Lupino', 'Jim Brown', 'Rock Hudson']]
Predicted Ans:    Bette Davis
Predicted Path:   Vera Cruz --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Path (Raw):       Vera Cruz --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.611236
Path Entropy(↓):  1.089223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed look who's talking
Start Entity:     Look Who's Talking
Gold Answer:      [['Horror', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Look Who's Talking --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[has_genre]--> Comedy
Path (Raw):       Look Who's Talking --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[has_genre]--> Comedy
Neg LogProb(↓):   0.453157
Path Entropy(↓):  0.813077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did chris eigeman direct
Start Entity:     Chris Eigeman
Gold Answer:      [['Turn the River']]
Predicted Ans:    Turn the River
Predicted Path:   Chris Eigeman --[(INV) directed_by]--> Turn the River --[directed_by]--> Chris Eigeman --[(INV) directed_by]--> Turn the River
Path (Raw):       Chris Eigeman --[(INV) directed_by]--> Turn the River --[directed_by]--> Chris Eigeman --[(INV) directed_by]--> Turn the River
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of i do
Start Entity:     I Do
Gold Answer:      [['The Big Picture']]
Predicted Ans:    The Big Picture
Predicted Path:   I Do --[directed_by]--> Eric Lartigau --[(INV) directed_by]--> The Big Picture
Path (Raw):       I Do --[No Operation]--> I Do --[directed_by]--> Eric Lartigau --[(INV) directed_by]--> The Big Picture
Neg LogProb(↓):   0.016820
Path Entropy(↓):  0.093533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is the dark half
Start Entity:     The Dark Half
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Dark Half --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       The Dark Half --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.659223
Path Entropy(↓):  3.860382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by f. paul benz starred who
Start Entity:     F. Paul Benz
Gold Answer:      [['Neve Campbell', 'Sam Shepard', 'Val Kilmer']]
Predicted Ans:    Sam Shepard
Predicted Path:   F. Paul Benz --[(INV) written_by]--> Blind Horizon --[starred_actors]--> Sam Shepard
Path (Raw):       F. Paul Benz --[No Operation]--> F. Paul Benz --[(INV) written_by]--> Blind Horizon --[starred_actors]--> Sam Shepard
Neg LogProb(↓):   0.717060
Path Entropy(↓):  1.040442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in with honors
Start Entity:     With Honors
Gold Answer:      [['Swedish', 'French']]
Predicted Ans:    Swedish
Predicted Path:   With Honors --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Easy Money --[in_language]--> Swedish
Path (Raw):       With Honors --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Easy Money --[in_language]--> Swedish
Neg LogProb(↓):   0.013274
Path Entropy(↓):  0.082295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in after earth
Start Entity:     After Earth
Gold Answer:      [['Richard Matheson', 'David Marconi', 'Steven Pressfield', 'Roland Emmerich', 'Arthur Miller', 'Lowell Cunningham', 'Michael Mann', 'John Requa', 'Jeff Vintar', 'Isaac Asimov', 'Glenn Ficarra', 'Dean Devlin', 'Vincent Ngo', 'Kevin Bisch', 'Robert Mark Kamen', 'Akiva Goldsman']]
Predicted Ans:    Lowell Cunningham
Predicted Path:   After Earth --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[written_by]--> Lowell Cunningham
Path (Raw):       After Earth --[starred_actors]--> Will Smith --[(INV) starred_actors]--> Men in Black --[written_by]--> Lowell Cunningham
Neg LogProb(↓):   0.449694
Path Entropy(↓):  1.093277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in punch - drunk love
Start Entity:     Punch-Drunk Love
Gold Answer:      [['Family', 'Music', 'Sport', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Punch-Drunk Love --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Path (Raw):       Punch-Drunk Love --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Neg LogProb(↓):   0.304403
Path Entropy(↓):  0.600925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of switchback
Start Entity:     Switchback
Gold Answer:      [['Blood Done Sign My Name']]
Predicted Ans:    Switchback
Predicted Path:   Switchback --[directed_by]--> Jeb Stuart --[(INV) directed_by]--> Switchback
Path (Raw):       Switchback --[No Operation]--> Switchback --[directed_by]--> Jeb Stuart --[(INV) directed_by]--> Switchback
Neg LogProb(↓):   0.001151
Path Entropy(↓):  0.009263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by boom town actors release
Start Entity:     Boom Town
Gold Answer:      [['1954', '1944', '2003', '1959', '1993', '1936', '1920', '1967', '1935', '1941', '2007', '1998', '1963', '1939', '1933', '1957', '1951', '2004', '1953', '1947', '2014', '1932', '1956', '1931', '1943', '1948', '1972', '1942', '1940', '1938', '1996', '1937', '2002', '1961', '1955', '1962', '1988', '1934', '2000', '1949', '1950', '1960', '1991', '1999', '1945', '1987', '1986', '1952', '1958', '1930']]
Predicted Ans:    1963
Predicted Path:   Boom Town --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[release_year]--> 1963
Path (Raw):       Boom Town --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[release_year]--> 1963
Neg LogProb(↓):   1.648215
Path Entropy(↓):  3.167714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie across the pacific
Start Entity:     Across the Pacific
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Across the Pacific --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Across the Pacific --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.483088
Path Entropy(↓):  2.502816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with vicente aranda
Start Entity:     Vicente Aranda
Gold Answer:      [['Maurice Renard', 'Paula Milne', 'Sheridan Le Fanu']]
Predicted Ans:    Vicente Aranda
Predicted Path:   Vicente Aranda --[(INV) written_by]--> Mad Love --[written_by]--> Vicente Aranda
Path (Raw):       Vicente Aranda --[No Operation]--> Vicente Aranda --[(INV) written_by]--> Mad Love --[written_by]--> Vicente Aranda
Neg LogProb(↓):   0.456794
Path Entropy(↓):  1.055550
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the long weekend were released in which years
Start Entity:     The Long Weekend
Gold Answer:      [['2000', '1975', '2001', '2005', '1993', '1999', '2002', '2011']]
Predicted Ans:    1993
Predicted Path:   The Long Weekend --[starred_actors]--> Chandra West --[(INV) starred_actors]--> Puppet Master 4 --[release_year]--> 1993
Path (Raw):       The Long Weekend --[starred_actors]--> Chandra West --[(INV) starred_actors]--> Puppet Master 4 --[release_year]--> 1993
Neg LogProb(↓):   0.224631
Path Entropy(↓):  0.710048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by black dynamite writers
Start Entity:     Black Dynamite
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Black Dynamite --[written_by]--> Byron Minns --[(INV) written_by]--> Black Dynamite --[has_genre]--> Comedy
Path (Raw):       Black Dynamite --[written_by]--> Byron Minns --[(INV) written_by]--> Black Dynamite --[has_genre]--> Comedy
Neg LogProb(↓):   0.510984
Path Entropy(↓):  0.757367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie who's that girl
Start Entity:     Who's That Girl
Gold Answer:      [['1995', '2000', '1992', '1989', '1993', '1996', '1985', '2002', '1981', '1986', '1974']]
Predicted Ans:    1992
Predicted Path:   Who's That Girl --[starred_actors]--> Madonna --[(INV) starred_actors]--> A League of Their Own --[release_year]--> 1992
Path (Raw):       Who's That Girl --[starred_actors]--> Madonna --[(INV) starred_actors]--> A League of Their Own --[release_year]--> 1992
Neg LogProb(↓):   1.102608
Path Entropy(↓):  2.156869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the i could never be your woman director
Start Entity:     I Could Never Be Your Woman
Gold Answer:      [['Horror', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   I Could Never Be Your Woman --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[has_genre]--> Comedy
Path (Raw):       I Could Never Be Your Woman --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[has_genre]--> Comedy
Neg LogProb(↓):   0.715124
Path Entropy(↓):  0.951805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter vera caspary co - wrote films with who
Start Entity:     Vera Caspary
Gold Answer:      [['Samuel Hoffenstein', 'Hal Kanter', 'Jay Dratler', 'John Patrick', 'Valentine Davies', 'Abraham Polonsky', 'Jerome Weidman', 'Joseph L. Mankiewicz', 'Preston Sturges', 'John Klempner']]
Predicted Ans:    John Patrick
Predicted Path:   Vera Caspary --[(INV) written_by]--> Les Girls --[written_by]--> John Patrick
Path (Raw):       Vera Caspary --[No Operation]--> Vera Caspary --[(INV) written_by]--> Les Girls --[written_by]--> John Patrick
Neg LogProb(↓):   0.425986
Path Entropy(↓):  0.727638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by hideo nakata in
Start Entity:     Hideo Nakata
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Hideo Nakata --[(INV) written_by]--> Dark Water --[has_genre]--> Horror
Path (Raw):       Hideo Nakata --[No Operation]--> Hideo Nakata --[(INV) written_by]--> Dark Water --[has_genre]--> Horror
Neg LogProb(↓):   0.973401
Path Entropy(↓):  1.117019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in mr. wu
Start Entity:     Mr. Wu
Gold Answer:      [['Jack Conway', 'Tod Browning', 'Victor Sjöström', 'Roland West', 'Wallace Worsley', 'George W. Hill', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Mr. Wu --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[directed_by]--> Roberto Benigni
Path (Raw):       Mr. Wu --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   0.018534
Path Entropy(↓):  0.115013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by broadway
Start Entity:     broadway
Gold Answer:      [['Hairspray', 'Gold Diggers of 1933', 'Funny Girl', 'Annie', 'The Pajama Game', 'Cabaret', 'The Producers', 'The Music Man', 'Guys and Dolls', 'The Band Wagon', 'Bye Bye Birdie', 'Mamma Mia!', 'Oklahoma!', 'Fiddler on the Roof', 'All About Eve', 'Brigadoon', 'How to Succeed in Business Without Really Trying', 'The King and I', 'M. Butterfly', 'Little Shop of Horrors', 'The Great Ziegfeld', 'Rent', 'West Side Story', 'Dreamgirls', 'Hello, Dolly!', 'My Fair Lady', 'Frost/Nixon', 'Gentlemen Prefer Blondes']]
Predicted Ans:    The King and I
Predicted Path:   broadway --[(INV) has_tags]--> The King and I --[has_tags]--> yul brynner --[(INV) has_tags]--> The King and I
Path (Raw):       broadway --[(INV) has_tags]--> The King and I --[has_tags]--> yul brynner --[(INV) has_tags]--> The King and I
Neg LogProb(↓):   0.020326
Path Entropy(↓):  0.125793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the expendables 3 starred which actors
Start Entity:     The Expendables 3
Gold Answer:      [['Arnold Schwarzenegger', 'Sylvester Stallone', 'Jason Statham', 'Harrison Ford']]
Predicted Ans:    Jason Statham
Predicted Path:   The Expendables 3 --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Transporter 2 --[starred_actors]--> Jason Statham
Path (Raw):       The Expendables 3 --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Transporter 2 --[starred_actors]--> Jason Statham
Neg LogProb(↓):   0.211629
Path Entropy(↓):  0.794648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the return of frank james also directed which movies
Start Entity:     The Return of Frank James
Gold Answer:      [['Cloak and Dagger', 'Rancho Notorious', 'Liliom', 'While the City Sleeps', 'Hangmen Also Die!', 'Scarlet Street', 'Human Desire', 'The Woman in the Window', 'You and Me', 'House by the River', 'The Testament of Dr. Mabuse', 'Western Union', 'The Big Heat', 'Moonfleet', 'Ministry of Fear', 'Moontide', 'Destiny', 'Metropolis', 'Clash by Night', 'You Only Live Once', 'Beyond a Reasonable Doubt', 'M', 'The Blue Gardenia', 'Woman in the Moon', 'Fury', 'Man Hunt']]
Predicted Ans:    Man Hunt
Predicted Path:   The Return of Frank James --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt
Path (Raw):       The Return of Frank James --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[No Operation]--> Man Hunt
Neg LogProb(↓):   1.489225
Path Entropy(↓):  2.208179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did tom mcloughlin direct
Start Entity:     Tom McLoughlin
Gold Answer:      [['Date with an Angel', 'The Unsaid', 'Murder in Greenwich']]
Predicted Ans:    Date with an Angel
Predicted Path:   Tom McLoughlin --[(INV) directed_by]--> Date with an Angel --[directed_by]--> Tom McLoughlin --[(INV) directed_by]--> Date with an Angel
Path (Raw):       Tom McLoughlin --[(INV) directed_by]--> Date with an Angel --[directed_by]--> Tom McLoughlin --[(INV) directed_by]--> Date with an Angel
Neg LogProb(↓):   0.114256
Path Entropy(↓):  0.495466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of margin call
Start Entity:     Margin Call
Gold Answer:      [['J.C. Chandor']]
Predicted Ans:    J.C. Chandor
Predicted Path:   Margin Call --[directed_by]--> J.C. Chandor --[(INV) directed_by]--> Margin Call --[directed_by]--> J.C. Chandor
Path (Raw):       Margin Call --[directed_by]--> J.C. Chandor --[(INV) directed_by]--> Margin Call --[directed_by]--> J.C. Chandor
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by nick flynn
Start Entity:     Nick Flynn
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nick Flynn --[(INV) written_by]--> Being Flynn --[has_genre]--> Drama
Path (Raw):       Nick Flynn --[No Operation]--> Nick Flynn --[(INV) written_by]--> Being Flynn --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by sally potter
Start Entity:     Sally Potter
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sally Potter --[(INV) directed_by]--> The Man Who Cried --[in_language]--> French
Path (Raw):       Sally Potter --[No Operation]--> Sally Potter --[(INV) directed_by]--> The Man Who Cried --[in_language]--> French
Neg LogProb(↓):   0.097794
Path Entropy(↓):  0.315155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by walter hill
Start Entity:     Walter Hill
Gold Answer:      [['1980', '1992', '1985', '1979', '1984', '1982', '1995', '1990', '1989', '1942', '1996', '2002', '1981', '2012', '2011', '1988', '1978', '2000', '1975', '2005', '1987', '1986']]
Predicted Ans:    1996
Predicted Path:   Walter Hill --[(INV) directed_by]--> Last Man Standing --[release_year]--> 1996
Path (Raw):       Walter Hill --[No Operation]--> Walter Hill --[(INV) directed_by]--> Last Man Standing --[release_year]--> 1996
Neg LogProb(↓):   1.653739
Path Entropy(↓):  2.457624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the sentinel
Start Entity:     The Sentinel
Gold Answer:      [['1988', '1978', '1946', '1972', '1971', '2003', '1982', '1973', '1985', '1967', '1979', '1974', '2011']]
Predicted Ans:    1988
Predicted Path:   The Sentinel --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[release_year]--> 1988
Path (Raw):       The Sentinel --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[release_year]--> 1988
Neg LogProb(↓):   1.440852
Path Entropy(↓):  2.174417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by freezer actors
Start Entity:     Freezer
Gold Answer:      [['George Seaton', 'Richard Stanley', 'Les Mayfield', 'Jan de Bont', 'Wolfgang Petersen', 'Gabe Ibáñez', 'Charles Finch', 'Antoine Fuqua', 'Michael Corrente']]
Predicted Ans:    George Seaton
Predicted Path:   Freezer --[starred_actors]--> Dylan McDermott --[(INV) starred_actors]--> Miracle on 34th Street --[directed_by]--> George Seaton
Path (Raw):       Freezer --[starred_actors]--> Dylan McDermott --[(INV) starred_actors]--> Miracle on 34th Street --[directed_by]--> George Seaton
Neg LogProb(↓):   0.013959
Path Entropy(↓):  0.084863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by bob peterson
Start Entity:     Bob Peterson
Gold Answer:      [['Edward Asner', 'Jordan Nagai']]
Predicted Ans:    Jordan Nagai
Predicted Path:   Bob Peterson --[(INV) written_by]--> Up --[starred_actors]--> Jordan Nagai
Path (Raw):       Bob Peterson --[No Operation]--> Bob Peterson --[(INV) written_by]--> Up --[starred_actors]--> Jordan Nagai
Neg LogProb(↓):   0.083600
Path Entropy(↓):  0.281915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did azura skye act in
Start Entity:     Azura Skye
Gold Answer:      [['Sexual Life']]
Predicted Ans:    An American Werewolf in Paris
Predicted Path:   Azura Skye --[(INV) starred_actors]--> Sexual Life --[starred_actors]--> Tom Everett Scott --[(INV) starred_actors]--> An American Werewolf in Paris
Path (Raw):       Azura Skye --[(INV) starred_actors]--> Sexual Life --[starred_actors]--> Tom Everett Scott --[(INV) starred_actors]--> An American Werewolf in Paris
Neg LogProb(↓):   0.711393
Path Entropy(↓):  0.816387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the directors of their films also directed batman forever
Start Entity:     Batman Forever
Gold Answer:      [['Nick McDonell', 'Jordan Melamed', 'David Newman', 'Ross Thomas', 'Jane Wagner', 'Marti Leimbach', 'Richard Matheson', 'Joel Schumacher', 'John Grisham', 'Fernley Phillips', 'Gaston Leroux', 'Ebbe Roe Smith', 'Robert Benton', 'Carol Doyle', 'Robert Zemeckis', 'Bob Gale', 'Mary Agnes Donoghue', 'Edward Anderson', 'Andrew Lloyd Webber']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Batman Forever --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Path (Raw):       Batman Forever --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.365982
Path Entropy(↓):  1.027609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of casual sex?
Start Entity:     Casual Sex?
Gold Answer:      [['Geneviève Robert']]
Predicted Ans:    Geneviève Robert
Predicted Path:   Casual Sex? --[directed_by]--> Geneviève Robert --[(INV) directed_by]--> Casual Sex? --[directed_by]--> Geneviève Robert
Path (Raw):       Casual Sex? --[directed_by]--> Geneviève Robert --[(INV) directed_by]--> Casual Sex? --[directed_by]--> Geneviève Robert
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the thief
Start Entity:     The Thief
Gold Answer:      [['Hostile Witness', 'Panic in Year Zero!', 'The Uninvited', 'The Big Clock', 'The Crystal Ball', 'California', 'Arise, My Love', 'Three Smart Girls', 'The Lost Weekend', 'Dial M for Murder', 'Skylark', 'Three Brave Men', 'The Gilded Lily', 'Golden Earrings', 'Easy Living', 'Beau Geste', 'It Happens Every Spring', 'The Major and the Minor', 'The Girl in the Red Velvet Swing', 'Reap the Wild Wind', 'The Thing with Two Heads', 'Kitty', 'Bulldog Drummond Escapes', 'Love Story']]
Predicted Ans:    The Major and the Minor
Predicted Path:   The Thief --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Major and the Minor
Path (Raw):       The Thief --[starred_actors]--> Ray Milland --[No Operation]--> Ray Milland --[(INV) starred_actors]--> The Major and the Minor
Neg LogProb(↓):   0.826058
Path Entropy(↓):  1.783627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film national lampoon's gold diggers are directed by who
Start Entity:     National Lampoon's Gold Diggers
Gold Answer:      [['John Cromwell', 'George Huang', 'Renée Taylor', 'Sam Raimi', 'Robert B. Bean', 'Joseph Bologna', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   National Lampoon's Gold Diggers --[starred_actors]--> Louise Lasser --[(INV) starred_actors]--> What's Up, Tiger Lily? --[directed_by]--> Woody Allen
Path (Raw):       National Lampoon's Gold Diggers --[starred_actors]--> Louise Lasser --[(INV) starred_actors]--> What's Up, Tiger Lily? --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.598027
Path Entropy(↓):  1.020825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie arthur were in which genres
Start Entity:     Arthur
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Arthur --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[has_genre]--> Drama
Path (Raw):       Arthur --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[has_genre]--> Drama
Neg LogProb(↓):   1.836516
Path Entropy(↓):  2.174764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by anthony diblasi in
Start Entity:     Anthony DiBlasi
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Anthony DiBlasi --[(INV) written_by]--> Dread --[has_genre]--> Horror
Path (Raw):       Anthony DiBlasi --[No Operation]--> Anthony DiBlasi --[(INV) written_by]--> Dread --[has_genre]--> Horror
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by sonja henie
Start Entity:     Sonja Henie
Gold Answer:      [['1941', '2011', '1937']]
Predicted Ans:    1937
Predicted Path:   Sonja Henie --[(INV) starred_actors]--> Thin Ice --[release_year]--> 1937
Path (Raw):       Sonja Henie --[No Operation]--> Sonja Henie --[(INV) starred_actors]--> Thin Ice --[release_year]--> 1937
Neg LogProb(↓):   0.380632
Path Entropy(↓):  0.713886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of ichi the killer starred who
Start Entity:     Ichi the Killer
Gold Answer:      [['Ryo Ishibashi', 'Mirei Kiritani', 'Hiroki Narimiya', 'Riki Takeuchi', 'Takayuki Yamada', 'Shun Oguri', 'Kazuya Nakayama', 'Meisa Kuroki', 'Eihi Shiina', 'Kaori Momoi', 'Shannyn Sossamon']]
Predicted Ans:    Kazuya Nakayama
Predicted Path:   Ichi the Killer --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[starred_actors]--> Kazuya Nakayama
Path (Raw):       Ichi the Killer --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[starred_actors]--> Kazuya Nakayama
Neg LogProb(↓):   0.082183
Path Entropy(↓):  0.305126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter chris marker
Start Entity:     Chris Marker
Gold Answer:      [['Akira Kurosawa', 'Catherine Belkhodja']]
Predicted Ans:    Catherine Belkhodja
Predicted Path:   Chris Marker --[(INV) written_by]--> Level Five --[starred_actors]--> Catherine Belkhodja
Path (Raw):       Chris Marker --[No Operation]--> Chris Marker --[(INV) written_by]--> Level Five --[starred_actors]--> Catherine Belkhodja
Neg LogProb(↓):   0.013853
Path Entropy(↓):  0.074088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by balys sruoga
Start Entity:     Balys Sruoga
Gold Answer:      [['Lithuanian']]
Predicted Ans:    Lithuanian
Predicted Path:   Balys Sruoga --[(INV) written_by]--> Forest of the Gods --[in_language]--> Lithuanian
Path (Raw):       Balys Sruoga --[No Operation]--> Balys Sruoga --[(INV) written_by]--> Forest of the Gods --[in_language]--> Lithuanian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter robert bazell wrote films together with who
Start Entity:     Robert Bazell
Gold Answer:      [['Vivienne Radkoff']]
Predicted Ans:    Vivienne Radkoff
Predicted Path:   Robert Bazell --[(INV) written_by]--> Living Proof --[written_by]--> Vivienne Radkoff
Path (Raw):       Robert Bazell --[No Operation]--> Robert Bazell --[(INV) written_by]--> Living Proof --[written_by]--> Vivienne Radkoff
Neg LogProb(↓):   0.082810
Path Entropy(↓):  0.277488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by m. butterfly actors
Start Entity:     M. Butterfly
Gold Answer:      [['French', 'Cantonese', 'English', 'Polish', 'Mandarin', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   M. Butterfly --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita --[in_language]--> English
Path (Raw):       M. Butterfly --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita --[in_language]--> English
Neg LogProb(↓):   0.705119
Path Entropy(↓):  0.761257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the days of darkness director
Start Entity:     Days of Darkness
Gold Answer:      [['Denys Arcand', 'Jacob Potashnik']]
Predicted Ans:    Denys Arcand
Predicted Path:   Days of Darkness --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness --[written_by]--> Denys Arcand
Path (Raw):       Days of Darkness --[directed_by]--> Denys Arcand --[(INV) directed_by]--> Days of Darkness --[written_by]--> Denys Arcand
Neg LogProb(↓):   0.673404
Path Entropy(↓):  1.267528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in once upon a time in china
Start Entity:     Once Upon a Time in China
Gold Answer:      [['Jet Li']]
Predicted Ans:    Jet Li
Predicted Path:   Once Upon a Time in China --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Once Upon a Time in China II --[starred_actors]--> Jet Li
Path (Raw):       Once Upon a Time in China --[starred_actors]--> Jet Li --[(INV) starred_actors]--> Once Upon a Time in China II --[starred_actors]--> Jet Li
Neg LogProb(↓):   0.179367
Path Entropy(↓):  0.489031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film joe kidd
Start Entity:     Joe Kidd
Gold Answer:      [['1995', '1998', '1997', '1971', '1957', '2008', '2005', '1989', '2004', '1985', '1967', '1986', '1974', '2013']]
Predicted Ans:    2004
Predicted Path:   Joe Kidd --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Big Bounce --[release_year]--> 2004
Path (Raw):       Joe Kidd --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Big Bounce --[release_year]--> 2004
Neg LogProb(↓):   0.663968
Path Entropy(↓):  1.806829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of robinson devor directed films
Start Entity:     Robinson Devor
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Robinson Devor --[(INV) directed_by]--> The Woman Chaser --[release_year]--> 1999
Path (Raw):       Robinson Devor --[No Operation]--> Robinson Devor --[(INV) directed_by]--> The Woman Chaser --[release_year]--> 1999
Neg LogProb(↓):   0.000036
Path Entropy(↓):  0.000402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by here comes the boom actors release
Start Entity:     Here Comes the Boom
Gold Answer:      [['1998', '1997', '2001', '2003', '2005', '2010', '1982', '2006', '1999', '1994', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2012
Predicted Path:   Here Comes the Boom --[starred_actors]--> Salma Hayek --[(INV) starred_actors]--> Here Comes the Boom --[release_year]--> 2012
Path (Raw):       Here Comes the Boom --[starred_actors]--> Salma Hayek --[(INV) starred_actors]--> Here Comes the Boom --[release_year]--> 2012
Neg LogProb(↓):   0.626126
Path Entropy(↓):  1.306461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for vincent
Start Entity:     Vincent
Gold Answer:      [['Tim Burton']]
Predicted Ans:    Tim Burton
Predicted Path:   Vincent --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[directed_by]--> Tim Burton
Path (Raw):       Vincent --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.144836
Path Entropy(↓):  0.546301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of fist of the north star
Start Entity:     Fist of the North Star
Gold Answer:      [['Tony Randel']]
Predicted Ans:    Tony Randel
Predicted Path:   Fist of the North Star --[written_by]--> Tony Randel --[(INV) written_by]--> Fist of the North Star --[directed_by]--> Tony Randel
Path (Raw):       Fist of the North Star --[written_by]--> Tony Randel --[(INV) written_by]--> Fist of the North Star --[directed_by]--> Tony Randel
Neg LogProb(↓):   0.000797
Path Entropy(↓):  0.006799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of bless me, ultima
Start Entity:     Bless Me, Ultima
Gold Answer:      [['Walter Mosley', 'Billy Bob Thornton', 'Karen Croner', 'Anna Quindlen', 'Joseph Finder', 'Grace Cary Bickley', 'Carl Franklin', 'Yuri Zeltser']]
Predicted Ans:    Karen Croner
Predicted Path:   Bless Me, Ultima --[directed_by]--> Carl Franklin --[(INV) directed_by]--> One True Thing --[written_by]--> Karen Croner
Path (Raw):       Bless Me, Ultima --[directed_by]--> Carl Franklin --[(INV) directed_by]--> One True Thing --[written_by]--> Karen Croner
Neg LogProb(↓):   0.666276
Path Entropy(↓):  1.296092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film unaccompanied minors
Start Entity:     Unaccompanied Minors
Gold Answer:      [['Lewis Black', 'Barry Levinson', 'Dirk Shafer']]
Predicted Ans:    Barry Levinson
Predicted Path:   Unaccompanied Minors --[starred_actors]--> Lewis Black --[(INV) starred_actors]--> Man of the Year --[written_by]--> Barry Levinson
Path (Raw):       Unaccompanied Minors --[starred_actors]--> Lewis Black --[(INV) starred_actors]--> Man of the Year --[written_by]--> Barry Levinson
Neg LogProb(↓):   0.297004
Path Entropy(↓):  0.585527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the woman on pier 13 are written by who
Start Entity:     The Woman on Pier 13
Gold Answer:      [['Upton Sinclair', 'Bill Walsh', 'Don DaGradi', 'Leopold Atlas', 'Helen Deutsch', 'Polan Banks', 'Esther Forbes', 'Lowell S. Hawley', 'Franco Zeffirelli', 'Mary Norton', 'William Ludwig', 'Ben Stahl', 'Jules Verne', 'Lawrence Edward Watkin', 'Gene Quintano', 'James R. Silke', 'Eleanore Griffin', 'Fred Gipson', 'William Tunberg', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Felix Salten', 'Fannie Hurst', 'Moira Buffini', 'Don Tait', 'Robert Stevenson', 'Mildred Gordon']]
Predicted Ans:    Helen Deutsch
Predicted Path:   The Woman on Pier 13 --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[written_by]--> Helen Deutsch
Path (Raw):       The Woman on Pier 13 --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[written_by]--> Helen Deutsch
Neg LogProb(↓):   1.259834
Path Entropy(↓):  1.894628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in mentor
Start Entity:     Mentor
Gold Answer:      [['Dutch', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Mentor --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Eureka --[in_language]--> Japanese
Path (Raw):       Mentor --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Eureka --[in_language]--> Japanese
Neg LogProb(↓):   0.098995
Path Entropy(↓):  0.313193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of supercondriaque also wrote which movies
Start Entity:     Supercondriaque
Gold Answer:      [['Nothing to Declare']]
Predicted Ans:    Supercondriaque
Predicted Path:   Supercondriaque --[written_by]--> Dany Boon --[(INV) written_by]--> Supercondriaque
Path (Raw):       Supercondriaque --[written_by]--> Dany Boon --[(INV) written_by]--> Supercondriaque --[No Operation]--> Supercondriaque
Neg LogProb(↓):   0.325990
Path Entropy(↓):  0.591235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films can be described by graphic novels
Start Entity:     graphic novels
Gold Answer:      [['The Mindscape of Alan Moore']]
Predicted Ans:    The Mindscape of Alan Moore
Predicted Path:   graphic novels --[(INV) has_tags]--> The Mindscape of Alan Moore --[has_tags]--> graphic novels --[(INV) has_tags]--> The Mindscape of Alan Moore
Path (Raw):       graphic novels --[(INV) has_tags]--> The Mindscape of Alan Moore --[has_tags]--> graphic novels --[(INV) has_tags]--> The Mindscape of Alan Moore
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by hiroyuki morita
Start Entity:     Hiroyuki Morita
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hiroyuki Morita --[(INV) directed_by]--> The Cat Returns --[in_language]--> Japanese
Path (Raw):       Hiroyuki Morita --[No Operation]--> Hiroyuki Morita --[(INV) directed_by]--> The Cat Returns --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of carmelo gomez
Start Entity:     Carmelo Gómez
Gold Answer:      [['Emma Suárez', 'Patrick Stewart', 'Ana Torrent', 'Hugo Silva', 'James Earl Jones']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Carmelo Gómez --[(INV) starred_actors]--> Earth --[starred_actors]--> Patrick Stewart
Path (Raw):       Carmelo Gómez --[No Operation]--> Carmelo Gómez --[(INV) starred_actors]--> Earth --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   0.272101
Path Entropy(↓):  0.600276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie divine secrets of the ya - ya sisterhood
Start Entity:     Divine Secrets of the Ya-Ya Sisterhood
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Divine Secrets of the Ya-Ya Sisterhood --[written_by]--> Callie Khouri --[(INV) written_by]--> Divine Secrets of the Ya-Ya Sisterhood --[has_genre]--> Drama
Path (Raw):       Divine Secrets of the Ya-Ya Sisterhood --[written_by]--> Callie Khouri --[(INV) written_by]--> Divine Secrets of the Ya-Ya Sisterhood --[has_genre]--> Drama
Neg LogProb(↓):   3.002055
Path Entropy(↓):  0.213050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by barry otto released
Start Entity:     Barry Otto
Gold Answer:      [['1985', '2007']]
Predicted Ans:    1985
Predicted Path:   Barry Otto --[(INV) starred_actors]--> Bliss --[release_year]--> 1985
Path (Raw):       Barry Otto --[No Operation]--> Barry Otto --[(INV) starred_actors]--> Bliss --[release_year]--> 1985
Neg LogProb(↓):   0.295261
Path Entropy(↓):  0.568471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by anatole de grunwald
Start Entity:     Anatole de Grunwald
Gold Answer:      [['Paul Massie', 'Basil Radford', 'Margaret Leighton', 'Robert Morley', 'Gemma Jones', 'Nigel Hawthorne', 'Rebecca Pidgeon', 'Dirk Bogarde', 'Robert Donat', 'Cedric Hardwicke', 'Olivia de Havilland']]
Predicted Ans:    Rebecca Pidgeon
Predicted Path:   Anatole de Grunwald --[(INV) written_by]--> The Winslow Boy --[starred_actors]--> Rebecca Pidgeon
Path (Raw):       Anatole de Grunwald --[No Operation]--> Anatole de Grunwald --[(INV) written_by]--> The Winslow Boy --[starred_actors]--> Rebecca Pidgeon
Neg LogProb(↓):   0.363704
Path Entropy(↓):  0.980101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of mid - august lunch
Start Entity:     Mid-August Lunch
Gold Answer:      [['Gianni Di Gregorio']]
Predicted Ans:    Gianni Di Gregorio
Predicted Path:   Mid-August Lunch --[directed_by]--> Gianni Di Gregorio --[(INV) directed_by]--> Mid-August Lunch --[directed_by]--> Gianni Di Gregorio
Path (Raw):       Mid-August Lunch --[directed_by]--> Gianni Di Gregorio --[(INV) directed_by]--> Mid-August Lunch --[directed_by]--> Gianni Di Gregorio
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the grey fox actors
Start Entity:     The Grey Fox
Gold Answer:      [['Lewis John Carlino', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   The Grey Fox --[starred_actors]--> Richard Farnsworth --[(INV) starred_actors]--> Misery --[written_by]--> Stephen King
Path (Raw):       The Grey Fox --[starred_actors]--> Richard Farnsworth --[(INV) starred_actors]--> Misery --[written_by]--> Stephen King
Neg LogProb(↓):   0.000755
Path Entropy(↓):  0.006901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of marnie
Start Entity:     Marnie
Gold Answer:      [['Gordon Harker', 'Marlene Dietrich', 'Vera Miles', 'Cary Grant', 'Leo G. Carroll', 'Michael Chekhov', 'David Haig', 'Jon Finch', 'Gregory Peck', 'Elliott Gould', 'Ben Barnes', 'Karen Black', 'Herbert Lom', 'John Dall', 'George Sanders', 'Ann Todd', 'Kim Novak', 'Grace Kelly', 'Janet Leigh', 'Colin Firth', 'Ian Hunter', 'Allie MacDonald', 'Joan Fontaine', 'William Devane', 'Kristin Scott Thomas', 'Anne Baxter', 'Billie Whitelaw', 'Henry Fonda', 'Barry Foster', 'Alec McCowen', 'Nigel Bruce', 'Claude Rains', 'William Bendix', 'Mary Anderson', 'Michael Redgrave', 'Joseph Cotten', 'Franklin Dyall', 'Isabel Jeans', 'Joel McCrea', 'Cedric Hardwicke', 'Wendell Corey', 'Robert Cummings', 'Teresa Wright', 'Dame May Whitty', 'Judith Anderson', 'Hope Davis', 'Paul Lukas', 'Michael Wilding', 'James Mason', 'Bruce Dern', 'Farley Granger', 'Julie Andrews', 'Alfred Molina', 'Angela Lansbury', 'James Stewart', 'Barbara Harris', 'Margaret Lockwood', 'Anthony Perkins', 'Doris Day', 'Karin Dor', 'Frederick Stafford', 'Dany Robin', 'Patrick Malahide', 'Lydia Leonard', 'Karl Malden', 'Charles Laughton', 'Laurence Olivier', 'Tippi Hedren', 'John Forsythe', 'Edmund Gwenn', 'Jamal Woolard', 'Edward Chapman', 'Norah Baring', 'Merle Oberon', "Maureen O'Hara", 'Ray Milland', 'John Gielgud', 'Madeleine Carroll', 'Robert Young', 'Arnold Schwarzenegger', 'Walter Slezak', 'Betty Balfour', 'Jean Bradin', 'Tallulah Bankhead', 'John Gavin', 'Anny Ondra', 'Malcolm Keen', 'Carl Brisson', 'Laird Cregar', 'Richard Todd', 'Rod Taylor', 'Jessica Tandy', 'Priscilla Lane', 'Jameson Thomas', 'Montgomery Clift', 'John Vernon', 'Laraine Day', 'Eva Marie Saint', 'Ingrid Bergman', 'Robert Donat', 'Suzanne Pleshette', 'Robert Walker', 'Cybill Shepherd', 'Ruth Roman', 'Kenneth More', 'Taina Elg', 'Thelma Ritter', 'Charles Coburn', 'Paul Newman', 'Jessica Biel', 'John Longden', 'Herbert Marshall', 'Jane Wyman', 'Peter Lorre']]
Predicted Ans:    Herbert Marshall
Predicted Path:   Marnie --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Path (Raw):       Marnie --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.606999
Path Entropy(↓):  1.474472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie happy gilmore
Start Entity:     Happy Gilmore
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Happy Gilmore --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Happy Gilmore --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.330121
Path Entropy(↓):  4.063937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote more american graffiti
Start Entity:     More American Graffiti
Gold Answer:      [['Ron Howard', 'Francis Ford Coppola', 'Mel Smith', 'George Lucas', 'Steven Spielberg', 'Richard T. Heffron']]
Predicted Ans:    Steven Spielberg
Predicted Path:   More American Graffiti --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[directed_by]--> Steven Spielberg
Path (Raw):       More American Graffiti --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   0.162459
Path Entropy(↓):  0.481451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the young master starred who
Start Entity:     The Young Master
Gold Answer:      [['Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   The Young Master --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan
Path (Raw):       The Young Master --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.881614
Path Entropy(↓):  1.863287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie keith released
Start Entity:     Keith
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Keith --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Keith --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.351826
Path Entropy(↓):  4.645473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the krays
Start Entity:     The Krays
Gold Answer:      [['Peter Medak']]
Predicted Ans:    Peter Medak
Predicted Path:   The Krays --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[directed_by]--> Peter Medak
Path (Raw):       The Krays --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[directed_by]--> Peter Medak
Neg LogProb(↓):   0.146280
Path Entropy(↓):  0.514798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of shining through
Start Entity:     Shining Through
Gold Answer:      [['It Runs in the Family', 'Rob Roy', 'Working Girl', 'Kinsey', 'Romancing the Stone', 'Pacific Heights', 'The Game', 'Ruby Cairo', 'Autómata', 'Solitary Man', "Nobody's Fool", 'The Sentinel', 'Before and After', 'The War of the Roses', 'The In-Laws', "One Night at McCool's", 'Darkman', 'Fatal Attraction', 'Falling Down', 'Taken 3', 'The Star Chamber', 'Stormy Monday', 'The Dead Pool', 'Sister My Sister', 'Beyond a Reasonable Doubt', 'The Grey', "Schindler's List", 'Paradise', 'Basic Instinct', 'Coma', 'Nell', 'Run All Night', 'The A-Team', 'Endless Love', 'Taken 2', 'A Million Ways to Die in the West', 'Wonder Boys', 'The Other Man', 'The China Syndrome', 'King of California', 'Trumbo', 'Michael Collins', 'Ghosts of Girlfriends Past', 'The Jewel of the Nile', 'Black Rain', 'Suspect', 'Gun Shy', 'Batman Begins', 'Next of Kin', 'Coral Reef Adventure', 'Running', 'The Last Mimzy', 'Wrath of the Titans', 'Milk Money', 'The Good Mother', 'Body Double', 'A Perfect Murder', 'The American President', 'Born Yesterday', 'The Nut Job', 'Crazy in Alabama', 'The Haunting', 'Mulholland Falls', 'A Walk Among the Tombstones', 'Non-Stop', 'The Bonfire of the Vanities', 'Lolita', 'Now and Then', 'Two Much', 'Loch Ness', 'Unknown', 'Satisfaction', 'RKO 281', 'Ethan Frome', 'After.Life', 'Last Vegas', 'Maybe Baby', 'Disclosure', "Don't Say a Word", 'Napoleon and Samantha', 'Something Wild', 'Third Person', 'Leap of Faith', 'The Ghost and the Darkness', 'Under Suspicion', 'Chloe', 'Seraphim Falls', 'A Stranger Among Us', 'Taken', 'And So It Goes']]
Predicted Ans:    Schindler's List
Predicted Path:   Shining Through --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List
Path (Raw):       Shining Through --[starred_actors]--> Liam Neeson --[No Operation]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List
Neg LogProb(↓):   0.942411
Path Entropy(↓):  1.995540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by stuart townsend were released in which years
Start Entity:     Stuart Townsend
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Stuart Townsend --[(INV) written_by]--> Battle in Seattle --[release_year]--> 2007
Path (Raw):       Stuart Townsend --[No Operation]--> Stuart Townsend --[(INV) written_by]--> Battle in Seattle --[release_year]--> 2007
Neg LogProb(↓):   0.000075
Path Entropy(↓):  0.000787
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in retrograde
Start Entity:     Retrograde
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Retrograde --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Path (Raw):       Retrograde --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.015764
Path Entropy(↓):  0.083322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie pocket money
Start Entity:     Pocket Money
Gold Answer:      [["Frank O'Rourke", 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'David S. Ward', 'Paddy Chayefsky', 'John Milius', 'Larry McMurtry', 'David Mamet', 'Harry Brown', 'Rod Serling', 'Melville Shavelson', 'Sam Raimi', 'Samuel Fuller', 'Robert Benton', 'Richard Russo', 'Fred Cavayé', 'Elmore Leonard', 'Walter Tevis', 'Robert Stone', 'Stephenie Meyer', 'Max Shulman', 'Roy Chanslor', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Robert Rossen', 'Walter Bernstein', 'Frank Pierson', 'Harold Flender', 'Huey Perry', 'Melissa Rosenberg', 'Blaze Starr', 'Richard Brooks', 'Brian Moore', 'Peter Milne', 'Israel Zangwill', 'Burt Kennedy', 'Willis Goldbeck', 'Sidney Carroll', 'Aleksandr Gordon', 'Ernest Hemingway', 'Thomas B. Costain', 'Beth Henley', 'Robert Dillon', 'Robert Altman', 'Andrei Tarkovsky', 'Nancy Dowd', 'Gore Vidal', 'Irving Wallace', 'John Gay', 'Martin Cruz Smith', 'Ken Kesey', 'Irving Ravetch', 'William Faulkner', 'John Lasseter', 'Dennis Potter', 'Arthur Kopit', 'Richard Price', "John O'Hara", 'Ron Shelton', 'Leslie Stevens', 'Menahem Golan', 'Ernest Lehman', 'Yves Boisset', 'Ethan Coen', 'Nicholas Sparks', 'Dorothy M. Johnson', 'Stirling Silliphant', 'James Warner Bellah', 'Donn Pearce', 'E. Max Frye', 'Anthony Veiller', 'Leo McCarey', 'William Goldman', 'Donald E. Westlake', 'Walter Newman', 'Barry Reed', 'James Poe', 'Ross Macdonald']]
Predicted Ans:    Robert Benton
Predicted Path:   Pocket Money --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Nobody's Fool --[written_by]--> Robert Benton
Path (Raw):       Pocket Money --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Nobody's Fool --[written_by]--> Robert Benton
Neg LogProb(↓):   2.010856
Path Entropy(↓):  3.479425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by laura la plante were in which genres
Start Entity:     Laura La Plante
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Laura La Plante --[(INV) starred_actors]--> The Cat and the Canary --[has_genre]--> Comedy
Path (Raw):       Laura La Plante --[No Operation]--> Laura La Plante --[(INV) starred_actors]--> The Cat and the Canary --[has_genre]--> Comedy
Neg LogProb(↓):   1.012517
Path Entropy(↓):  1.281347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the rose in
Start Entity:     The Rose
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Rose --[written_by]--> Bo Goldman --[(INV) written_by]--> Scent of a Woman --[in_language]--> Italian
Path (Raw):       The Rose --[written_by]--> Bo Goldman --[(INV) written_by]--> Scent of a Woman --[in_language]--> Italian
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the hound of the baskervilles
Start Entity:     The Hound of the Baskervilles
Gold Answer:      [['Sax Rohmer', 'Milton Subotsky', 'Seton I. Miller', 'Edward Chodorov', 'John Fusco', 'Michael Winder', 'Hugh Walpole', 'Bruce Lee', 'Bram Stoker', 'Johnston McCulley', 'Tom Mankiewicz', 'Stanley Mann', 'Mary Shelley', 'John C. Higgins', 'Gerald Drayson Adams', 'Casey Robinson', 'Philip Dunne', 'Rafael Sabatini', 'Barré Lyndon', 'Preston Sturges', 'H. Rider Haggard', 'John Gilling', 'Richard Maibaum', 'John Monk Saunders', 'Sheridan Le Fanu', 'Jimmy Sangster', 'Derek Ford', 'Donald Ford', 'Norman Panama', 'Robert Louis Stevenson', 'Dennis Wheatley', 'Jerome Cady', 'Kathleen Winsor', 'Justin Huntly McCarthy', 'William Butler', 'Curtis Harrington', 'Norman Reilly Raine', 'Stephen Sommers', 'Don Houghton', 'Harry Alan Towers', 'Stirling Silliphant', 'Richard Matheson', 'Lynn Riggs', 'Daphne Du Maurier', 'Anthony Shaffer', 'Neil Jordan', 'Robert Hichens', 'Julian Zimet', 'Shonda Rhimes', 'Nigel Kneale', 'Melvin Frank', 'Edgar Rice Burroughs', 'Graham Greene', 'Alexander Key', 'Robert Bloch', 'Malcolm Marmorstein', 'Anthony Hinds', 'James Coburn', 'Arthur Conan Doyle', 'Antti Jokinen', 'Neil LaBute', 'William Gillette', 'Fraser Clarke Heston', 'Brian De Palma', "Arnaud d'Usseau", 'Howard Hawks']]
Predicted Ans:    Johnston McCulley
Predicted Path:   The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[written_by]--> Johnston McCulley
Path (Raw):       The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[written_by]--> Johnston McCulley
Neg LogProb(↓):   0.881310
Path Entropy(↓):  1.839058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by wholly moses! actors
Start Entity:     Wholly Moses!
Gold Answer:      [['Drama', 'Adventure', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Wholly Moses! --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[has_genre]--> Drama
Path (Raw):       Wholly Moses! --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[has_genre]--> Drama
Neg LogProb(↓):   0.127262
Path Entropy(↓):  0.518136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is the secret policeman's other ball
Start Entity:     The Secret Policeman's Other Ball
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Music
Predicted Path:   The Secret Policeman's Other Ball --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       The Secret Policeman's Other Ball --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   2.826863
Path Entropy(↓):  0.234621
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with waiting for guffman in
Start Entity:     Waiting for Guffman
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Waiting for Guffman --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[in_language]--> French
Path (Raw):       Waiting for Guffman --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[in_language]--> French
Neg LogProb(↓):   0.027050
Path Entropy(↓):  0.129829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did maury chaykin star in
Start Entity:     Maury Chaykin
Gold Answer:      [['Jerry and Tom', 'Owning Mahowny']]
Predicted Ans:    Jerry and Tom
Predicted Path:   Maury Chaykin --[(INV) starred_actors]--> Owning Mahowny --[starred_actors]--> Maury Chaykin --[(INV) starred_actors]--> Jerry and Tom
Path (Raw):       Maury Chaykin --[(INV) starred_actors]--> Owning Mahowny --[starred_actors]--> Maury Chaykin --[(INV) starred_actors]--> Jerry and Tom
Neg LogProb(↓):   0.779105
Path Entropy(↓):  1.268070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of den ofrivillige golfaren is also the director of which films
Start Entity:     Den ofrivillige golfaren
Gold Answer:      [['The Stig-Helmer Story']]
Predicted Ans:    The Stig-Helmer Story
Predicted Path:   Den ofrivillige golfaren --[directed_by]--> Lasse Åberg --[(INV) directed_by]--> The Stig-Helmer Story
Path (Raw):       Den ofrivillige golfaren --[directed_by]--> Lasse Åberg --[(INV) directed_by]--> The Stig-Helmer Story --[No Operation]--> The Stig-Helmer Story
Neg LogProb(↓):   0.563949
Path Entropy(↓):  0.683834
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the machinist director
Start Entity:     The Machinist
Gold Answer:      [['Brad Anderson', 'Lyn Vaus', "Richard D'Ovidio", 'Edgar Allan Poe', 'Stephen Gevedon']]
Predicted Ans:    Brad Anderson
Predicted Path:   The Machinist --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[written_by]--> Brad Anderson
Path (Raw):       The Machinist --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[written_by]--> Brad Anderson
Neg LogProb(↓):   0.032017
Path Entropy(↓):  0.183725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by howard hughes
Start Entity:     Howard Hughes
Gold Answer:      [['1930', '1943']]
Predicted Ans:    1943
Predicted Path:   Howard Hughes --[(INV) directed_by]--> The Outlaw --[release_year]--> 1943
Path (Raw):       Howard Hughes --[No Operation]--> Howard Hughes --[(INV) directed_by]--> The Outlaw --[release_year]--> 1943
Neg LogProb(↓):   0.529805
Path Entropy(↓):  0.677322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie happy new year
Start Entity:     Happy New Year
Gold Answer:      [['Warren Lane', 'Claude Lelouch']]
Predicted Ans:    Farah Khan
Predicted Path:   Happy New Year --[written_by]--> Farah Khan --[(INV) written_by]--> Happy New Year --[written_by]--> Farah Khan
Path (Raw):       Happy New Year --[written_by]--> Farah Khan --[(INV) written_by]--> Happy New Year --[written_by]--> Farah Khan
Neg LogProb(↓):   0.074261
Path Entropy(↓):  0.364682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in manhattan melodrama
Start Entity:     Manhattan Melodrama
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Manhattan Melodrama --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Path (Raw):       Manhattan Melodrama --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Neg LogProb(↓):   1.199982
Path Entropy(↓):  2.160710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the center of the world
Start Entity:     The Center of the World
Gold Answer:      [['Chinese Box', 'Chan Is Missing', 'Blue in the Face']]
Predicted Ans:    Blue in the Face
Predicted Path:   The Center of the World --[written_by]--> Wayne Wang --[(INV) written_by]--> Blue in the Face
Path (Raw):       The Center of the World --[written_by]--> Wayne Wang --[(INV) written_by]--> Blue in the Face --[No Operation]--> Blue in the Face
Neg LogProb(↓):   0.004793
Path Entropy(↓):  0.035764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter robert paul smith wrote films together with who
Start Entity:     Robert Paul Smith
Gold Answer:      [['Max Shulman']]
Predicted Ans:    Max Shulman
Predicted Path:   Robert Paul Smith --[(INV) written_by]--> The Tender Trap --[written_by]--> Max Shulman
Path (Raw):       Robert Paul Smith --[No Operation]--> Robert Paul Smith --[(INV) written_by]--> The Tender Trap --[written_by]--> Max Shulman
Neg LogProb(↓):   0.062149
Path Entropy(↓):  0.227674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film hunky dory
Start Entity:     Hunky Dory
Gold Answer:      [['Marc Evans']]
Predicted Ans:    Marc Evans
Predicted Path:   Hunky Dory --[directed_by]--> Marc Evans --[(INV) directed_by]--> Hunky Dory --[directed_by]--> Marc Evans
Path (Raw):       Hunky Dory --[directed_by]--> Marc Evans --[(INV) directed_by]--> Hunky Dory --[directed_by]--> Marc Evans
Neg LogProb(↓):   0.178176
Path Entropy(↓):  0.550320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the naked face directed by
Start Entity:     The Naked Face
Gold Answer:      [['Bryan Forbes']]
Predicted Ans:    Bryan Forbes
Predicted Path:   The Naked Face --[directed_by]--> Bryan Forbes --[(INV) directed_by]--> The L-Shaped Room --[directed_by]--> Bryan Forbes
Path (Raw):       The Naked Face --[directed_by]--> Bryan Forbes --[(INV) directed_by]--> The L-Shaped Room --[directed_by]--> Bryan Forbes
Neg LogProb(↓):   0.011718
Path Entropy(↓):  0.066403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by julien boivent release
Start Entity:     Julien Boivent
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Julien Boivent --[(INV) written_by]--> Entre ses mains --[release_year]--> 2005
Path (Raw):       Julien Boivent --[No Operation]--> Julien Boivent --[(INV) written_by]--> Entre ses mains --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by josephine hart
Start Entity:     Josephine Hart
Gold Answer:      [['Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Josephine Hart --[(INV) written_by]--> Damage --[directed_by]--> Louis Malle
Path (Raw):       Josephine Hart --[No Operation]--> Josephine Hart --[(INV) written_by]--> Damage --[directed_by]--> Louis Malle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the replacements
Start Entity:     The Replacements
Gold Answer:      [['Elaine May', 'Piero Tellini', 'Harvey Weitzman', 'Vittorio de Benedetti', 'Harry Bates', 'Angelo Pizzo', 'Wes Anderson', 'Derek Kolstad', 'James Salter', 'David Mamet', 'Richard Christian Matheson', 'Richard Linklater', 'Kelly Reichardt', 'Joe Gayton', 'Lawrence Kasdan', 'Simon Moore', 'Neal Cassady', 'Robert Benton', 'Richard Russo', 'James Ellroy', 'Herman Raucher', "Louis L'Amour", 'Elmore Leonard', 'Shinji Aoyama', 'Peter Hyams', 'Stephenie Meyer', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Jonathan Raymond', 'David Webb Peoples', 'Mark Miller', 'Ivan Cotroneo', 'Owen Wilson', 'Richard Matheson', 'Nancy Meyers', 'Bernardo Bertolucci', 'Ernest Tidyman', 'Kenneth Fearing', 'Dan Gordon', 'Neal Jimenez', 'Melissa Rosenberg', 'Richard Brooks', 'Robert Anderson', 'Kon Ichikawa', 'Joseph L. Mankiewicz', 'Steven Baigelman', 'Robert Dillon', 'Robin Moore', 'David Newman', 'Jean Poiret', 'Philip K. Dick', 'Nicholas Meyer', 'William Gibson', 'Gus Van Sant', 'Francis Ford Coppola', 'John Grisham', 'Tom Epperson', 'Francis Veber', 'Kevin Brodbin', 'Garth Ennis', 'Chris Gerolmo', 'David Auburn', 'Paul Jarrico', 'Nel King', 'Bob Clark', 'Edmund H. North', 'Billy Bob Thornton', 'David Baldacci', 'David Marconi', 'Paul Gallico', 'Cesare Zavattini', 'James Drought', 'William Goldman', 'John Wainwright', 'Dick Richards', 'Robert Mark Kamen']]
Predicted Ans:    Philip K. Dick
Predicted Path:   The Replacements --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[written_by]--> Philip K. Dick
Path (Raw):       The Replacements --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[written_by]--> Philip K. Dick
Neg LogProb(↓):   0.689014
Path Entropy(↓):  1.595202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did ving rhames act in
Start Entity:     Ving Rhames
Gold Answer:      [['Soldiers of Fortune', 'Dawn of the Dead', 'Shooting Gallery', 'Patty Hearst', 'Rosewood', 'The River Murders', 'Body Count', 'Saving God', 'Striptease', 'Echelon Conspiracy', 'Piranha 3D', 'Undisputed', 'Zombie Apocalypse', 'Death Race 2', 'Bringing Out the Dead']]
Predicted Ans:    Patty Hearst
Predicted Path:   Ving Rhames --[(INV) starred_actors]--> Patty Hearst --[written_by]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst
Path (Raw):       Ving Rhames --[(INV) starred_actors]--> Patty Hearst --[written_by]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst
Neg LogProb(↓):   1.125161
Path Entropy(↓):  2.124812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of repulsion
Start Entity:     Repulsion
Gold Answer:      [['1968', '1976', '1988', '1948', '1971', '1992', '2010', '1999', '1967', '1979', '2002', '1986', '2011', '2013']]
Predicted Ans:    1999
Predicted Path:   Repulsion --[written_by]--> Roman Polanski --[(INV) written_by]--> The Ninth Gate --[release_year]--> 1999
Path (Raw):       Repulsion --[written_by]--> Roman Polanski --[(INV) written_by]--> The Ninth Gate --[release_year]--> 1999
Neg LogProb(↓):   0.831199
Path Entropy(↓):  1.815830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in mary and max
Start Entity:     Mary and Max
Gold Answer:      [['Turkish']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Mary and Max --[starred_actors]--> Eric Bana --[(INV) starred_actors]--> Lucky You --[starred_actors]--> Drew Barrymore
Path (Raw):       Mary and Max --[starred_actors]--> Eric Bana --[(INV) starred_actors]--> Lucky You --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   1.217381
Path Entropy(↓):  2.051541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed the end of the tour
Start Entity:     The End of the Tour
Gold Answer:      [['2012', '2006', '2013']]
Predicted Ans:    2012
Predicted Path:   The End of the Tour --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed --[release_year]--> 2012
Path (Raw):       The End of the Tour --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed --[release_year]--> 2012
Neg LogProb(↓):   0.116174
Path Entropy(↓):  0.451111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by nick cannon
Start Entity:     Nick Cannon
Gold Answer:      [['Underclassman']]
Predicted Ans:    Underclassman
Predicted Path:   Nick Cannon --[(INV) written_by]--> Underclassman --[written_by]--> Nick Cannon --[(INV) written_by]--> Underclassman
Path (Raw):       Nick Cannon --[(INV) written_by]--> Underclassman --[written_by]--> Nick Cannon --[(INV) written_by]--> Underclassman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by tarik saleh
Start Entity:     Tarik Saleh
Gold Answer:      [['Metropia']]
Predicted Ans:    Metropia
Predicted Path:   Tarik Saleh --[(INV) directed_by]--> Metropia --[directed_by]--> Tarik Saleh --[(INV) directed_by]--> Metropia
Path (Raw):       Tarik Saleh --[(INV) directed_by]--> Metropia --[directed_by]--> Tarik Saleh --[(INV) directed_by]--> Metropia
Neg LogProb(↓):   0.000272
Path Entropy(↓):  0.002653
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of marshall brickman directed movies
Start Entity:     Marshall Brickman
Gold Answer:      [['Thomas Baum', 'Eddy Terstall']]
Predicted Ans:    Marshall Brickman
Predicted Path:   Marshall Brickman --[(INV) directed_by]--> Simon --[written_by]--> Marshall Brickman
Path (Raw):       Marshall Brickman --[No Operation]--> Marshall Brickman --[(INV) directed_by]--> Simon --[written_by]--> Marshall Brickman
Neg LogProb(↓):   0.160720
Path Entropy(↓):  0.490095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film rebound
Start Entity:     Rebound
Gold Answer:      [['Reginald Hudlin', 'Steve Bencich', 'Ron J. Friedman', 'Donald E. Westlake', 'Anthony Stacchi', 'Steve Oedekerk', 'Kenny Buford', 'Don Rhymer', 'Darryl Quarles', 'Martin Lawrence', 'Bentley Kyle Evans', 'Jill Culton', 'Kim Bass']]
Predicted Ans:    Donald E. Westlake
Predicted Path:   Rebound --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> What's the Worst That Could Happen? --[written_by]--> Donald E. Westlake
Path (Raw):       Rebound --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> What's the Worst That Could Happen? --[written_by]--> Donald E. Westlake
Neg LogProb(↓):   0.006086
Path Entropy(↓):  0.043931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie take me out to the ball game are written by who
Start Entity:     Take Me Out to the Ball Game
Gold Answer:      [['W. Somerset Maugham', 'David R. Schwartz', 'Herman Wouk', 'Robert E. Sherwood', 'Edward Anhalt', 'Jack Finney', 'James Jones', 'Neil Simon', 'Lawrence Sanders', 'Philip Barry', 'Jo Swerling', 'Abe Burrows', 'Richard Sherman', 'Fred F. Finklehoffe', 'Howard Emmett Rogers', 'Richard Condon', 'Gladys Hurlbut', 'Howard Harris', 'Roderick Thorp', 'Sid Silvers', 'Rod Serling', 'John Patrick', 'Charles Lederer', 'Robert Paul Smith', 'Robert Aldrich', 'William Bowers', 'Max Shulman', 'Harry Crane', 'Mannie Manheim', 'C.S. Forester', 'Nedrick Young', 'Leo Rosten', 'Arnold Schulman', 'Edna Anhalt', 'Dorothy Kingsley', 'Damon Runyon', 'Norman Lear', 'George Axelrod', 'Harold Jacob Smith', 'Jerome Lawrence', 'Betty Comden', 'Adolph Green', 'Alan Jay Lerner', 'Marvin H. Albert', 'Joshua Logan', 'George MacDonald Fraser', 'Teddi Sherman', 'David Markson', 'Max Catto', 'Everett Freeman', 'David Loughery', 'David Westheimer', 'Marc Reid Rubel', 'Richard Christian Danus', 'Jay Dratler', 'Richard Sale', 'Morton Thompson', 'Ralph Spence', 'Lewis Meltzer', 'Joseph Heller', 'Vera Caspary', 'Walter Newman', 'Nelson Algren', 'Hans Habe', 'Abby Mann', 'Jerome Robbins', 'Mann Rubin', 'Joseph L. Mankiewicz']]
Predicted Ans:    Alan Jay Lerner
Predicted Path:   Take Me Out to the Ball Game --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris --[written_by]--> Alan Jay Lerner
Path (Raw):       Take Me Out to the Ball Game --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris --[written_by]--> Alan Jay Lerner
Neg LogProb(↓):   0.983428
Path Entropy(↓):  1.755165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by alastair macbain
Start Entity:     Alastair MacBain
Gold Answer:      [['Cloak and Dagger']]
Predicted Ans:    Cloak and Dagger
Predicted Path:   Alastair MacBain --[(INV) written_by]--> Cloak and Dagger --[written_by]--> Corey Ford --[(INV) written_by]--> Cloak and Dagger
Path (Raw):       Alastair MacBain --[(INV) written_by]--> Cloak and Dagger --[written_by]--> Corey Ford --[(INV) written_by]--> Cloak and Dagger
Neg LogProb(↓):   0.036999
Path Entropy(↓):  0.156102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote coraline
Start Entity:     Coraline
Gold Answer:      [['1974', '2003', '1999', '2007']]
Predicted Ans:    1999
Predicted Path:   Coraline --[written_by]--> Neil Gaiman --[(INV) written_by]--> Beowulf --[release_year]--> 1999
Path (Raw):       Coraline --[written_by]--> Neil Gaiman --[(INV) written_by]--> Beowulf --[release_year]--> 1999
Neg LogProb(↓):   0.262528
Path Entropy(↓):  0.885100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of runaway jury also directed which films
Start Entity:     Runaway Jury
Gold Answer:      [['Homefront', "Things to Do in Denver When You're Dead", 'The Express', "Don't Say a Word", 'Kiss the Girls']]
Predicted Ans:    Don't Say a Word
Predicted Path:   Runaway Jury --[directed_by]--> Gary Fleder --[(INV) directed_by]--> Don't Say a Word
Path (Raw):       Runaway Jury --[directed_by]--> Gary Fleder --[(INV) directed_by]--> Don't Say a Word --[No Operation]--> Don't Say a Word
Neg LogProb(↓):   1.102150
Path Entropy(↓):  1.614329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film love bites
Start Entity:     Love Bites
Gold Answer:      [['1990', '1994', '1940']]
Predicted Ans:    1993
Predicted Path:   Love Bites --[starred_actors]--> Roger Rose --[(INV) starred_actors]--> Love Bites --[release_year]--> 1993
Path (Raw):       Love Bites --[starred_actors]--> Roger Rose --[(INV) starred_actors]--> Love Bites --[release_year]--> 1993
Neg LogProb(↓):   0.098710
Path Entropy(↓):  0.435583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of seven samurai
Start Entity:     Seven Samurai
Gold Answer:      [['1980', '1970', '1993', '1985', '1963', '1957', '1947', '1943', '1948', '1990', '1996', '1961', '1955', '1962', '1949', '1975', '1950', '1960', '1991', '1965', '1999', '1952', '1958']]
Predicted Ans:    1985
Predicted Path:   Seven Samurai --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Ran --[release_year]--> 1985
Path (Raw):       Seven Samurai --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Ran --[release_year]--> 1985
Neg LogProb(↓):   0.671697
Path Entropy(↓):  1.765090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in days of wine and roses
Start Entity:     Days of Wine and Roses
Gold Answer:      [['Lee Remick', 'Jack Klugman', 'Jack Lemmon', 'Charles Bickford']]
Predicted Ans:    Charles Bickford
Predicted Path:   Days of Wine and Roses --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Dynamite --[starred_actors]--> Charles Bickford
Path (Raw):       Days of Wine and Roses --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Dynamite --[starred_actors]--> Charles Bickford
Neg LogProb(↓):   0.321322
Path Entropy(↓):  0.834747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote gods and monsters
Start Entity:     Gods and Monsters
Gold Answer:      [['Christopher Bram', 'Bill Condon']]
Predicted Ans:    Christopher Bram
Predicted Path:   Gods and Monsters --[written_by]--> Christopher Bram --[(INV) written_by]--> Gods and Monsters --[written_by]--> Christopher Bram
Path (Raw):       Gods and Monsters --[written_by]--> Christopher Bram --[(INV) written_by]--> Gods and Monsters --[written_by]--> Christopher Bram
Neg LogProb(↓):   0.082335
Path Entropy(↓):  0.293676
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with brooklyn decker
Start Entity:     Brooklyn Decker
Gold Answer:      [['Rihanna', 'Patrick Wilson', 'Taylor Kitsch', 'Alexander Skarsgård', 'Ed Helms']]
Predicted Ans:    Alexander Skarsgård
Predicted Path:   Brooklyn Decker --[(INV) starred_actors]--> Battleship --[starred_actors]--> Alexander Skarsgård
Path (Raw):       Brooklyn Decker --[No Operation]--> Brooklyn Decker --[(INV) starred_actors]--> Battleship --[starred_actors]--> Alexander Skarsgård
Neg LogProb(↓):   0.100981
Path Entropy(↓):  0.412854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by cameron rogers
Start Entity:     Cameron Rogers
Gold Answer:      [['Randolph Scott', 'Shepperd Strudwick', 'Fay Bainter', 'Gene Tierney', 'Jackie Cooper', 'Dana Andrews', 'Claude Rains', 'Bonita Granville']]
Predicted Ans:    Claude Rains
Predicted Path:   Cameron Rogers --[(INV) written_by]--> White Banners --[starred_actors]--> Claude Rains
Path (Raw):       Cameron Rogers --[No Operation]--> Cameron Rogers --[(INV) written_by]--> White Banners --[starred_actors]--> Claude Rains
Neg LogProb(↓):   0.105001
Path Entropy(↓):  0.423479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of just another love story
Start Entity:     Just Another Love Story
Gold Answer:      [['1997', '1993', '1996', '1994', '2002', '2007']]
Predicted Ans:    2002
Predicted Path:   Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> I Am Dina --[release_year]--> 2002
Path (Raw):       Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> I Am Dina --[release_year]--> 2002
Neg LogProb(↓):   0.932969
Path Entropy(↓):  1.476662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Yellow is a film written by this person
Start Entity:     Yellow
Gold Answer:      [['Chris Chan Lee']]
Predicted Ans:    Chris Chan Lee
Predicted Path:   Yellow --[written_by]--> Chris Chan Lee --[(INV) written_by]--> Yellow --[written_by]--> Chris Chan Lee
Path (Raw):       Yellow --[written_by]--> Chris Chan Lee --[(INV) written_by]--> Yellow --[written_by]--> Chris Chan Lee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was david mingay a writer on
Start Entity:     David Mingay
Gold Answer:      [['Rude Boy']]
Predicted Ans:    Rude Boy
Predicted Path:   David Mingay --[(INV) written_by]--> Rude Boy --[written_by]--> Ray Gange --[(INV) written_by]--> Rude Boy
Path (Raw):       David Mingay --[(INV) written_by]--> Rude Boy --[written_by]--> Ray Gange --[(INV) written_by]--> Rude Boy
Neg LogProb(↓):   0.013406
Path Entropy(↓):  0.070739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of scott z. burns written films
Start Entity:     Scott Z. Burns
Gold Answer:      [['2009', '2007', '2006', '2011', '2013']]
Predicted Ans:    2007
Predicted Path:   Scott Z. Burns --[(INV) written_by]--> The Bourne Ultimatum --[release_year]--> 2007
Path (Raw):       Scott Z. Burns --[No Operation]--> Scott Z. Burns --[(INV) written_by]--> The Bourne Ultimatum --[release_year]--> 2007
Neg LogProb(↓):   0.406819
Path Entropy(↓):  0.906804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with don in
Start Entity:     Don
Gold Answer:      [['English', 'Hindi', 'German']]
Predicted Ans:    Hindi
Predicted Path:   Don --[written_by]--> Farhan Akhtar --[(INV) written_by]--> Don --[in_language]--> Hindi
Path (Raw):       Don --[written_by]--> Farhan Akhtar --[(INV) written_by]--> Don --[in_language]--> Hindi
Neg LogProb(↓):   0.116902
Path Entropy(↓):  0.385666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of empire of the sun
Start Entity:     Empire of the Sun
Gold Answer:      [['Always', 'Jurassic Park', 'The Adventures of Tintin', 'Close Encounters of the Third Kind', 'Indiana Jones and the Temple of Doom', '1941', 'Amistad', 'Indiana Jones and the Kingdom of the Crystal Skull', 'Minority Report', 'Duel', 'Indiana Jones and the Last Crusade', 'Raiders of the Lost Ark', 'Hook', 'War of the Worlds', 'The Sugarland Express', 'Catch Me If You Can', 'Lincoln', 'The Color Purple', 'War Horse', 'Munich', "Schindler's List", 'Saving Private Ryan', 'The Terminal', 'E.T. the Extra-Terrestrial', 'A.I. Artificial Intelligence', 'Jaws']]
Predicted Ans:    Raiders of the Lost Ark
Predicted Path:   Empire of the Sun --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark
Path (Raw):       Empire of the Sun --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[No Operation]--> Raiders of the Lost Ark
Neg LogProb(↓):   1.282813
Path Entropy(↓):  2.081678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by david dobkin
Start Entity:     David Dobkin
Gold Answer:      [['Robert Duvall', 'Clint Howard', 'Vera Farmiga', 'Billy Bob Thornton']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   David Dobkin --[(INV) written_by]--> The Judge --[starred_actors]--> Billy Bob Thornton
Path (Raw):       David Dobkin --[No Operation]--> David Dobkin --[(INV) written_by]--> The Judge --[starred_actors]--> Billy Bob Thornton
Neg LogProb(↓):   0.134210
Path Entropy(↓):  0.515595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is eraser about
Start Entity:     Eraser
Gold Answer:      [['vanessa l. williams', 'james caan', 'arnold', 'arnold schwarzenegger', 'action', 'chuck russell']]
Predicted Ans:    chuck russell
Predicted Path:   Eraser --[has_tags]--> chuck russell --[(INV) has_tags]--> Eraser --[has_tags]--> chuck russell
Path (Raw):       Eraser --[has_tags]--> chuck russell --[(INV) has_tags]--> Eraser --[has_tags]--> chuck russell
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by dallas buyers club actors
Start Entity:     Dallas Buyers Club
Gold Answer:      [['Jaco Van Dormael', 'Tracy Letts', 'Jonathan Mostow', 'Jon Lucas', 'Scott Moore', 'Lee Daniels', 'Clive Cussler', 'Christopher Nolan', 'Richard Linklater', 'Jonathan Nolan', 'Albert Dupontel', 'Jeannie Long', 'Michele Alexander', 'Eugene Corr', 'John Grisham', 'Andy Tennant', 'Terence Winter', 'Michael Ellis', 'Pamela Falk', 'Skip Hollandsworth', 'Jeff Nichols', 'Jamie Linden', 'Darren Aronofsky', 'Steve James', 'John Romano', 'Michael Connelly', 'S.R. Bindler', 'Jordan Belfort']]
Predicted Ans:    Michele Alexander
Predicted Path:   Dallas Buyers Club --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[written_by]--> Michele Alexander
Path (Raw):       Dallas Buyers Club --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[written_by]--> Michele Alexander
Neg LogProb(↓):   0.838946
Path Entropy(↓):  1.448933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie fireflies in the garden were released in which years
Start Entity:     Fireflies in the Garden
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Fireflies in the Garden --[directed_by]--> Dennis Lee --[(INV) directed_by]--> Jesus Henry Christ --[release_year]--> 2012
Path (Raw):       Fireflies in the Garden --[directed_by]--> Dennis Lee --[(INV) directed_by]--> Jesus Henry Christ --[release_year]--> 2012
Neg LogProb(↓):   0.620917
Path Entropy(↓):  0.690778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did will tiao write
Start Entity:     Will Tiao
Gold Answer:      [['Formosa Betrayed']]
Predicted Ans:    Formosa Betrayed
Predicted Path:   Will Tiao --[(INV) written_by]--> Formosa Betrayed --[written_by]--> Will Tiao --[(INV) written_by]--> Formosa Betrayed
Path (Raw):       Will Tiao --[(INV) written_by]--> Formosa Betrayed --[written_by]--> Will Tiao --[(INV) written_by]--> Formosa Betrayed
Neg LogProb(↓):   0.416744
Path Entropy(↓):  0.897808
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of if a man answers starred who
Start Entity:     If a Man Answers
Gold Answer:      [['Fay Bainter', 'Susan Hayward', 'Karlheinz Böhm', 'Pat Boone', 'Vince Edwards', "Arthur O'Connell", 'Dolores Michaels', 'Charlton Heston', 'Anita Briem', 'Shirley Jones', 'Brendan Fraser', 'Stephen Boyd', 'Jack Palance', 'Josh Hutcherson', 'John McIntire', 'Arlene Dahl', 'Laurence Harvey', 'Omar Sharif', 'James Mason']]
Predicted Ans:    Bobby Darin
Predicted Path:   If a Man Answers --[directed_by]--> Henry Levin --[(INV) directed_by]--> If a Man Answers --[starred_actors]--> Bobby Darin
Path (Raw):       If a Man Answers --[directed_by]--> Henry Levin --[(INV) directed_by]--> If a Man Answers --[starred_actors]--> Bobby Darin
Neg LogProb(↓):   0.178100
Path Entropy(↓):  0.691149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of supervixens
Start Entity:     Supervixens
Gold Answer:      [['Erica Gavin', 'John Lazar', 'Marcia McBroom', 'Cynthia Myers', 'Dolly Read', 'Lori Williams', 'Haji', 'Tura Satana', 'Lorna Maitland', 'Kitten Natividad', 'Ann Marie']]
Predicted Ans:    John Lazar
Predicted Path:   Supervixens --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Path (Raw):       Supervixens --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Neg LogProb(↓):   0.305762
Path Entropy(↓):  0.842187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the monk
Start Entity:     The Monk
Gold Answer:      [['Dominik Moll']]
Predicted Ans:    Dominik Moll
Predicted Path:   The Monk --[written_by]--> Matthew Lewis --[(INV) written_by]--> The Monk --[directed_by]--> Dominik Moll
Path (Raw):       The Monk --[written_by]--> Matthew Lewis --[(INV) written_by]--> The Monk --[directed_by]--> Dominik Moll
Neg LogProb(↓):   0.010095
Path Entropy(↓):  0.059141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does stephen mendillo star in
Start Entity:     Stephen Mendillo
Gold Answer:      [['City of Hope']]
Predicted Ans:    City of Hope
Predicted Path:   Stephen Mendillo --[(INV) starred_actors]--> City of Hope --[starred_actors]--> Stephen Mendillo --[(INV) starred_actors]--> City of Hope
Path (Raw):       Stephen Mendillo --[(INV) starred_actors]--> City of Hope --[starred_actors]--> Stephen Mendillo --[(INV) starred_actors]--> City of Hope
Neg LogProb(↓):   0.000426
Path Entropy(↓):  0.004028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie how to make money selling drugs
Start Entity:     How to Make Money Selling Drugs
Gold Answer:      [['documentary', 'drugs']]
Predicted Ans:    documentary
Predicted Path:   How to Make Money Selling Drugs --[has_tags]--> documentary --[(INV) has_tags]--> A/k/a Tommy Chong --[has_tags]--> documentary
Path (Raw):       How to Make Money Selling Drugs --[has_tags]--> documentary --[(INV) has_tags]--> A/k/a Tommy Chong --[has_tags]--> documentary
Neg LogProb(↓):   0.030303
Path Entropy(↓):  0.154805
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with three days of the condor in
Start Entity:     Three Days of the Condor
Gold Answer:      [['French']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Three Days of the Condor --[written_by]--> Lorenzo Semple Jr. --[(INV) written_by]--> Three Days of the Condor --[directed_by]--> Sydney Pollack
Path (Raw):       Three Days of the Condor --[written_by]--> Lorenzo Semple Jr. --[(INV) written_by]--> Three Days of the Condor --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.641548
Path Entropy(↓):  1.788792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by jane hamilton
Start Entity:     Jane Hamilton
Gold Answer:      [['David Strathairn', 'Sigourney Weaver']]
Predicted Ans:    Sigourney Weaver
Predicted Path:   Jane Hamilton --[(INV) written_by]--> A Map of the World --[starred_actors]--> Sigourney Weaver
Path (Raw):       Jane Hamilton --[No Operation]--> Jane Hamilton --[(INV) written_by]--> A Map of the World --[starred_actors]--> Sigourney Weaver
Neg LogProb(↓):   0.042984
Path Entropy(↓):  0.174478
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie nightmare castle
Start Entity:     Nightmare Castle
Gold Answer:      [['1962', '1963', '1960', '1977']]
Predicted Ans:    1960
Predicted Path:   Nightmare Castle --[starred_actors]--> Barbara Steele --[(INV) starred_actors]--> Black Sunday --[release_year]--> 1960
Path (Raw):       Nightmare Castle --[starred_actors]--> Barbara Steele --[(INV) starred_actors]--> Black Sunday --[release_year]--> 1960
Neg LogProb(↓):   0.384665
Path Entropy(↓):  1.103979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie misery
Start Entity:     Misery
Gold Answer:      [['William Blinn', 'Gale Sayers', 'Marc Norman', 'Peter Hyams', 'Fannie Flagg', 'Whitley Strieber', 'Carol Sobieski', 'Nicholas Proffitt', 'David Hollander', 'Mario Puzo', 'Michael Mann', 'David S. Ward', 'Marshall Brickman', 'John Byrum', 'Robert Kaufman', 'George Gallo', 'James Gray', 'Andy Weiss', 'James Toback', 'Frank Hohimer', 'Harry Brown', 'Don Roos', 'Robert Syd Hopkins', 'Jorge Amado', 'Phil Dornfeld', 'George Augusto', 'Arnold Schulman', 'Curtis Harrington', 'Ravi Kumar', 'Adam Sandler', 'Stirling Silliphant', 'Luther Davis', 'Francis Ford Coppola', 'Mitch Marcus', 'John Francis Daley', 'Ron Barrett', 'Erica Rivinoja', 'Christopher Miller', 'Phil Lord', 'Melissa McCarthy', 'Craig Fairbrass', 'Glenn Savan', 'Matt Reeves', 'Andrew Bergman', 'John Hunter', 'Jay Presson Allen', 'Rick Moody', 'Judi Barrett', 'Ted Tally', 'James Gunn', 'Neal Jimenez', 'Chris Crutcher', 'William Monahan', 'Jill Gordon', 'Chris Millis', 'David Berenbaum', 'Alvin Sargent', 'Leigh Brackett', 'Stephen King', 'Lindy Laub', 'Hank Searls', 'Lewis John Carlino', 'Ben Falcone', 'Joe Klein', 'Howard Hawks']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Misery --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Misery --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   0.625688
Path Entropy(↓):  1.631690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote heartbreakers
Start Entity:     Heartbreakers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Heartbreakers --[written_by]--> Paul Guay --[(INV) written_by]--> The Little Rascals --[has_genre]--> Comedy
Path (Raw):       Heartbreakers --[written_by]--> Paul Guay --[(INV) written_by]--> The Little Rascals --[has_genre]--> Comedy
Neg LogProb(↓):   0.170947
Path Entropy(↓):  0.506846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by paul iacono
Start Entity:     Paul Iacono
Gold Answer:      [['Darren Stein']]
Predicted Ans:    Darren Stein
Predicted Path:   Paul Iacono --[(INV) starred_actors]--> G.B.F. --[directed_by]--> Darren Stein
Path (Raw):       Paul Iacono --[No Operation]--> Paul Iacono --[(INV) starred_actors]--> G.B.F. --[directed_by]--> Darren Stein
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film the cookout
Start Entity:     The Cookout
Gold Answer:      [['Queen Latifah']]
Predicted Ans:    Queen Latifah
Predicted Path:   The Cookout --[written_by]--> Queen Latifah --[(INV) written_by]--> The Cookout --[written_by]--> Queen Latifah
Path (Raw):       The Cookout --[written_by]--> Queen Latifah --[(INV) written_by]--> The Cookout --[written_by]--> Queen Latifah
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in eat drink man woman also appears in which films
Start Entity:     Eat Drink Man Woman
Gold Answer:      [['The Wedding Banquet']]
Predicted Ans:    Sihung Lung
Predicted Path:   Eat Drink Man Woman --[starred_actors]--> Sihung Lung --[(INV) starred_actors]--> Eat Drink Man Woman --[starred_actors]--> Sihung Lung
Path (Raw):       Eat Drink Man Woman --[starred_actors]--> Sihung Lung --[(INV) starred_actors]--> Eat Drink Man Woman --[starred_actors]--> Sihung Lung
Neg LogProb(↓):   0.107207
Path Entropy(↓):  0.328788
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by chris williams starred who
Start Entity:     Chris Williams
Gold Answer:      [['Miley Cyrus', 'Susie Essman', 'Mark Walton', 'John Travolta']]
Predicted Ans:    John Travolta
Predicted Path:   Chris Williams --[(INV) directed_by]--> Bolt --[starred_actors]--> John Travolta
Path (Raw):       Chris Williams --[No Operation]--> Chris Williams --[(INV) directed_by]--> Bolt --[starred_actors]--> John Travolta
Neg LogProb(↓):   0.159551
Path Entropy(↓):  0.484961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by tod williams
Start Entity:     Tod Williams
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Tod Williams --[(INV) written_by]--> The Door in the Floor --[has_genre]--> Drama
Path (Raw):       Tod Williams --[No Operation]--> Tod Williams --[(INV) written_by]--> The Door in the Floor --[has_genre]--> Drama
Neg LogProb(↓):   0.088186
Path Entropy(↓):  0.289409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by robert hossein
Start Entity:     Robert Hossein
Gold Answer:      [['Henri Verneuil', 'David Goodis']]
Predicted Ans:    David Goodis
Predicted Path:   Robert Hossein --[(INV) starred_actors]--> The Burglars --[written_by]--> David Goodis
Path (Raw):       Robert Hossein --[No Operation]--> Robert Hossein --[(INV) starred_actors]--> The Burglars --[written_by]--> David Goodis
Neg LogProb(↓):   0.676872
Path Entropy(↓):  0.693013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the weight of water were in which languages
Start Entity:     The Weight of Water
Gold Answer:      [['Icelandic', 'French']]
Predicted Ans:    katie holmes
Predicted Path:   The Weight of Water --[starred_actors]--> Sarah Polley --[(INV) starred_actors]--> Go --[has_tags]--> katie holmes
Path (Raw):       The Weight of Water --[starred_actors]--> Sarah Polley --[(INV) starred_actors]--> Go --[has_tags]--> katie holmes
Neg LogProb(↓):   0.626191
Path Entropy(↓):  0.810573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the beaches of agnes are written by who
Start Entity:     The Beaches of Agnès
Gold Answer:      [['Agnès Varda']]
Predicted Ans:    Agnès Varda
Predicted Path:   The Beaches of Agnès --[directed_by]--> Agnès Varda --[(INV) directed_by]--> One Hundred and One Nights --[written_by]--> Agnès Varda
Path (Raw):       The Beaches of Agnès --[directed_by]--> Agnès Varda --[(INV) directed_by]--> One Hundred and One Nights --[written_by]--> Agnès Varda
Neg LogProb(↓):   0.146664
Path Entropy(↓):  0.526446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film cloverfield were in which genres
Start Entity:     Cloverfield
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Cloverfield --[written_by]--> Drew Goddard --[(INV) written_by]--> The Cabin in the Woods --[has_genre]--> Horror
Path (Raw):       Cloverfield --[written_by]--> Drew Goddard --[(INV) written_by]--> The Cabin in the Woods --[has_genre]--> Horror
Neg LogProb(↓):   0.003594
Path Entropy(↓):  0.024950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with alexandre breffort
Start Entity:     Alexandre Breffort
Gold Answer:      [['Billy Wilder']]
Predicted Ans:    Billy Wilder
Predicted Path:   Alexandre Breffort --[(INV) written_by]--> Irma la Douce --[written_by]--> Billy Wilder
Path (Raw):       Alexandre Breffort --[No Operation]--> Alexandre Breffort --[(INV) written_by]--> Irma la Douce --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by karen colston were directed by who
Start Entity:     Karen Colston
Gold Answer:      [['Jane Campion']]
Predicted Ans:    Jane Campion
Predicted Path:   Karen Colston --[(INV) starred_actors]--> Sweetie --[directed_by]--> Jane Campion
Path (Raw):       Karen Colston --[No Operation]--> Karen Colston --[(INV) starred_actors]--> Sweetie --[directed_by]--> Jane Campion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by marc van uchelen in
Start Entity:     Marc van Uchelen
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Marc van Uchelen --[(INV) starred_actors]--> The Assault --[in_language]--> Dutch
Path (Raw):       Marc van Uchelen --[No Operation]--> Marc van Uchelen --[(INV) starred_actors]--> The Assault --[in_language]--> Dutch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by till schauder
Start Entity:     Till Schauder
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Till Schauder --[(INV) written_by]--> The Iran Job --[release_year]--> 2012
Path (Raw):       Till Schauder --[No Operation]--> Till Schauder --[(INV) written_by]--> The Iran Job --[release_year]--> 2012
Neg LogProb(↓):   0.007028
Path Entropy(↓):  0.041728
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie honey, i shrunk the kids were released in which years
Start Entity:     Honey, I Shrunk the Kids
Gold Answer:      [['1983', '1978', '2000', '1997', '1939', '2001', '1950', '1990', '1989', '1993', '1959', '1996', '2006', '1994', '1987', '1986']]
Predicted Ans:    1986
Predicted Path:   Honey, I Shrunk the Kids --[starred_actors]--> Rick Moranis --[(INV) starred_actors]--> Club Paradise --[release_year]--> 1986
Path (Raw):       Honey, I Shrunk the Kids --[starred_actors]--> Rick Moranis --[(INV) starred_actors]--> Club Paradise --[release_year]--> 1986
Neg LogProb(↓):   0.629550
Path Entropy(↓):  1.109791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of hello down there
Start Entity:     Hello Down There
Gold Answer:      [['Confidentially Connie', 'Angels in the Outfield', 'Psycho', '7 Faces of Dr. Lao', "Boys' Night Out", 'Rogue Cop', 'The Mating Game', 'Three on a Couch', 'The Manchurian Candidate', 'Bye Bye Birdie', 'The Adventures of Huckleberry Finn', 'Pillow Talk', "Let's Make Love", 'Will Success Spoil Rock Hunter?', 'Touch of Evil', 'The Naked Spur', 'The Fog', 'Act of Violence', 'Wives and Lovers', 'Jet Pilot', 'Night of the Lepus', 'Lover Come Back', 'Holiday Affair', "Pete Kelly's Blues", 'Send Me No Flowers', 'Scaramouche', 'My Sister Eileen', 'The Vikings']]
Predicted Ans:    Pillow Talk
Predicted Path:   Hello Down There --[starred_actors]--> Tony Randall --[(INV) starred_actors]--> Pillow Talk
Path (Raw):       Hello Down There --[starred_actors]--> Tony Randall --[No Operation]--> Tony Randall --[(INV) starred_actors]--> Pillow Talk
Neg LogProb(↓):   0.391404
Path Entropy(↓):  0.730785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the sunset limited
Start Entity:     The Sunset Limited
Gold Answer:      [['The Road', 'No Country for Old Men', 'All the Pretty Horses', 'Child of God', 'The Counselor']]
Predicted Ans:    The Counselor
Predicted Path:   The Sunset Limited --[written_by]--> Cormac McCarthy --[(INV) written_by]--> The Counselor
Path (Raw):       The Sunset Limited --[written_by]--> Cormac McCarthy --[(INV) written_by]--> The Counselor --[No Operation]--> The Counselor
Neg LogProb(↓):   0.078138
Path Entropy(↓):  0.342334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of what's up, tiger lily?
Start Entity:     What's Up, Tiger Lily?
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   What's Up, Tiger Lily? --[directed_by]--> Woody Allen --[(INV) directed_by]--> Deconstructing Harry --[written_by]--> Woody Allen
Path (Raw):       What's Up, Tiger Lily? --[directed_by]--> Woody Allen --[(INV) directed_by]--> Deconstructing Harry --[written_by]--> Woody Allen
Neg LogProb(↓):   2.335413
Path Entropy(↓):  3.331021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jordana brewster act in
Start Entity:     Jordana Brewster
Gold Answer:      [['The Faculty', 'American Heist', 'The Invisible Circus', 'The Fast and the Furious', 'Fast Five']]
Predicted Ans:    American Heist
Predicted Path:   Jordana Brewster --[(INV) starred_actors]--> American Heist --[starred_actors]--> Hayden Christensen --[(INV) starred_actors]--> American Heist
Path (Raw):       Jordana Brewster --[(INV) starred_actors]--> American Heist --[starred_actors]--> Hayden Christensen --[(INV) starred_actors]--> American Heist
Neg LogProb(↓):   0.521842
Path Entropy(↓):  1.344275
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with mohabbatein fall under
Start Entity:     Mohabbatein
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mohabbatein --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Path (Raw):       Mohabbatein --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Neg LogProb(↓):   0.005116
Path Entropy(↓):  0.034026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of what we do in the shadows
Start Entity:     What We Do in the Shadows
Gold Answer:      [['2010', '2009', '2007']]
Predicted Ans:    2014
Predicted Path:   What We Do in the Shadows --[written_by]--> Taika Waititi --[(INV) written_by]--> What We Do in the Shadows --[release_year]--> 2014
Path (Raw):       What We Do in the Shadows --[written_by]--> Taika Waititi --[(INV) written_by]--> What We Do in the Shadows --[release_year]--> 2014
Neg LogProb(↓):   0.003121
Path Entropy(↓):  0.021879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you describe movie brave in a few words
Start Entity:     Brave
Gold Answer:      [['princess', 'billy connolly', 'witch', 'emma thompson', 'visuals', 'animation', 'pixar']]
Predicted Ans:    billy connolly
Predicted Path:   Brave --[has_tags]--> billy connolly --[(INV) has_tags]--> Brave --[has_tags]--> billy connolly
Path (Raw):       Brave --[has_tags]--> billy connolly --[(INV) has_tags]--> Brave --[has_tags]--> billy connolly
Neg LogProb(↓):   0.219743
Path Entropy(↓):  0.725224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the hurt locker
Start Entity:     The Hurt Locker
Gold Answer:      [['The Weight of Water', 'Zero Dark Thirty', 'Point Break', 'The Loveless', 'Near Dark', 'Blue Steel', 'Strange Days']]
Predicted Ans:    Near Dark
Predicted Path:   The Hurt Locker --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark
Path (Raw):       The Hurt Locker --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[No Operation]--> Near Dark
Neg LogProb(↓):   0.054683
Path Entropy(↓):  0.240449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie the scribbler released
Start Entity:     The Scribbler
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   The Scribbler --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       The Scribbler --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   3.010416
Path Entropy(↓):  4.334320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of cyrano de bergerac
Start Entity:     Cyrano de Bergerac
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Cyrano de Bergerac --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Cyrano de Bergerac --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.519256
Path Entropy(↓):  4.284127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by maribel martin released
Start Entity:     Maribel Martín
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Maribel Martín --[(INV) starred_actors]--> The Blood Spattered Bride --[release_year]--> 1972
Path (Raw):       Maribel Martín --[No Operation]--> Maribel Martín --[(INV) starred_actors]--> The Blood Spattered Bride --[release_year]--> 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by lucas belvaux released
Start Entity:     Lucas Belvaux
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Lucas Belvaux --[(INV) written_by]--> Rapt --[release_year]--> 2009
Path (Raw):       Lucas Belvaux --[No Operation]--> Lucas Belvaux --[(INV) written_by]--> Rapt --[release_year]--> 2009
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film alien cargo released
Start Entity:     Alien Cargo
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Alien Cargo --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Alien Cargo --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   3.279776
Path Entropy(↓):  4.492047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of joseph strick directed movies
Start Entity:     Joseph Strick
Gold Answer:      [['Homer', 'Fred Haines', 'Mario Camerini', 'Franco Brusati', 'James Joyce']]
Predicted Ans:    Homer
Predicted Path:   Joseph Strick --[(INV) directed_by]--> Ulysses --[written_by]--> Homer
Path (Raw):       Joseph Strick --[No Operation]--> Joseph Strick --[(INV) directed_by]--> Ulysses --[written_by]--> Homer
Neg LogProb(↓):   0.086024
Path Entropy(↓):  0.363149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of camp rock also wrote movies
Start Entity:     Camp Rock
Gold Answer:      [['Earth Girls Are Easy']]
Predicted Ans:    Camp Rock
Predicted Path:   Camp Rock --[written_by]--> Paul Brown --[(INV) written_by]--> Camp Rock
Path (Raw):       Camp Rock --[written_by]--> Paul Brown --[(INV) written_by]--> Camp Rock --[No Operation]--> Camp Rock
Neg LogProb(↓):   0.138259
Path Entropy(↓):  0.384734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the movies acted by aliette opheim
Start Entity:     Aliette Opheim
Gold Answer:      [['Henrik Georgsson']]
Predicted Ans:    Henrik Georgsson
Predicted Path:   Aliette Opheim --[(INV) starred_actors]--> Sandor slash Ida --[directed_by]--> Henrik Georgsson
Path (Raw):       Aliette Opheim --[No Operation]--> Aliette Opheim --[(INV) starred_actors]--> Sandor slash Ida --[directed_by]--> Henrik Georgsson
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the survivors are directed by who
Start Entity:     The Survivors
Gold Answer:      [['Ronald Neame', 'Roger Donaldson', 'Edward Dmytryk', 'Elaine May', 'Les Mayfield', 'Paul Mazursky', 'Norman Taurog', 'John Musker', 'Mike Nichols', 'Ron Clements', 'Ivan Reitman', 'Stuart Rosenberg', 'Herb Gardner', 'Arie Posin', 'Diane Keaton', 'Donald Petrie', 'Barry Levinson', 'Jack Lemmon', 'Robert Altman', 'Phil Alden Robinson', 'Bill Forsyth', 'Lewis Milestone', 'Billy Wilder', 'Mark Mylod', 'Tom Shadyac', 'Penny Marshall', 'David Duchovny', 'Mark Romanek', 'Nicholas Ray', 'Bobcat Goldthwait', 'Roger Spottiswoode', 'Martin Ritt', 'Barry Sonnenfeld', 'Michael Curtiz', 'Roger Christian', 'David Miller', 'Gus Van Sant', 'Larry Peerce', 'Omar Naim', 'Martha Coolidge', 'Francis Ford Coppola', 'George Roy Hill', 'Peter Weir', 'Herbert Ross', 'Charles Matthau', 'Walter Bernstein', 'Danny DeVito', 'Walt Becker', 'Joe Johnston', 'Stanley Donen', 'Joseph Sargent', 'Howard Deutch', 'Steven Spielberg', 'Gene Saks', 'Alexander Hall', 'Harold Ramis', 'Don Siegel', 'Gene Kelly', 'Peter Kassovitz', 'Fielder Cook', 'Fred Schepisi', 'Ken Kwapis', 'Dirk Shafer', 'Chris Columbus', 'Vincent Ward', 'Nick Castle', 'Elia Kazan', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    Herbert Ross
Predicted Path:   The Survivors --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[directed_by]--> Herbert Ross
Path (Raw):       The Survivors --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[directed_by]--> Herbert Ross
Neg LogProb(↓):   1.789291
Path Entropy(↓):  2.196567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor austin butler starred together with who
Start Entity:     Austin Butler
Gold Answer:      [['Carter Jenkins', 'Ashley Tisdale']]
Predicted Ans:    Austin Butler
Predicted Path:   Austin Butler --[(INV) starred_actors]--> Aliens in the Attic --[starred_actors]--> Austin Butler
Path (Raw):       Austin Butler --[No Operation]--> Austin Butler --[(INV) starred_actors]--> Aliens in the Attic --[starred_actors]--> Austin Butler
Neg LogProb(↓):   0.056772
Path Entropy(↓):  0.235687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in angela's ashes
Start Entity:     Angela's Ashes
Gold Answer:      [['Gary Young', 'Nick Rowntree', 'Peter Buchman', 'Christopher Paolini', 'Paul Thomas Anderson', 'Jonathan Frank', 'Richard E. Grant', 'Alan Rudolph', 'Nigel Balchin', 'Lars von Trier', 'Simon Beaufoy', 'Julian Barnes', 'Shane Meadows', 'Tony Grisoni', 'Ted Griffin', 'Paul Laverty', 'Marshall Lewy', 'Richard Doyle', 'Vladimir Nabokov', 'Samantha Morton', 'Michael Morpurgo', 'Roger Lewis', 'Adrian Hodges', 'Ronan Bennett', 'Julian Fellowes']]
Predicted Ans:    Paul Laverty
Predicted Path:   Angela's Ashes --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Path (Raw):       Angela's Ashes --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Neg LogProb(↓):   0.137507
Path Entropy(↓):  0.608124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about jake kasdan
Start Entity:     jake kasdan
Gold Answer:      [['Zero Effect', 'Orange County']]
Predicted Ans:    Untraceable
Predicted Path:   jake kasdan --[(INV) has_tags]--> Orange County --[has_tags]--> colin hanks --[(INV) has_tags]--> Untraceable
Path (Raw):       jake kasdan --[(INV) has_tags]--> Orange County --[has_tags]--> colin hanks --[(INV) has_tags]--> Untraceable
Neg LogProb(↓):   0.653850
Path Entropy(↓):  1.194478
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are film co - writers of jim wynorski
Start Entity:     Jim Wynorski
Gold Answer:      [['Steve Mitchell', 'Mark Hanna', 'Charles B. Griffith']]
Predicted Ans:    Damian Lee
Predicted Path:   Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Path (Raw):       Jim Wynorski --[No Operation]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Neg LogProb(↓):   0.533588
Path Entropy(↓):  0.861091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film l'avventura
Start Entity:     L'Avventura
Gold Answer:      [['Tonino Guerra', 'Nanni Loy', 'Michelangelo Antonioni']]
Predicted Ans:    Michelangelo Antonioni
Predicted Path:   L'Avventura --[starred_actors]--> Lea Massari --[(INV) starred_actors]--> L'Avventura --[written_by]--> Michelangelo Antonioni
Path (Raw):       L'Avventura --[starred_actors]--> Lea Massari --[(INV) starred_actors]--> L'Avventura --[written_by]--> Michelangelo Antonioni
Neg LogProb(↓):   0.716459
Path Entropy(↓):  1.031220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie noise
Start Entity:     Noise
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Noise --[directed_by]--> Henry Bean --[(INV) directed_by]--> The Believer --[release_year]--> 2001
Path (Raw):       Noise --[directed_by]--> Henry Bean --[(INV) directed_by]--> The Believer --[release_year]--> 2001
Neg LogProb(↓):   0.522240
Path Entropy(↓):  0.679910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with jay kogen
Start Entity:     Jay Kogen
Gold Answer:      [['David Anthony Higgins', 'Dave Foley']]
Predicted Ans:    Jay Kogen
Predicted Path:   Jay Kogen --[(INV) written_by]--> The Wrong Guy --[written_by]--> Jay Kogen
Path (Raw):       Jay Kogen --[No Operation]--> Jay Kogen --[(INV) written_by]--> The Wrong Guy --[written_by]--> Jay Kogen
Neg LogProb(↓):   0.053610
Path Entropy(↓):  0.233303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by frank albertson were in which genres
Start Entity:     Frank Albertson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Frank Albertson --[(INV) starred_actors]--> Men Without Women --[has_genre]--> Drama
Path (Raw):       Frank Albertson --[No Operation]--> Frank Albertson --[(INV) starred_actors]--> Men Without Women --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with winter sleep fall under
Start Entity:     Winter Sleep
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Winter Sleep --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Winter Sleep --[has_genre]--> Drama
Path (Raw):       Winter Sleep --[directed_by]--> Nuri Bilge Ceylan --[(INV) directed_by]--> Winter Sleep --[has_genre]--> Drama
Neg LogProb(↓):   0.008820
Path Entropy(↓):  0.050651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the look at me director release
Start Entity:     Look at Me
Gold Answer:      [['2008', '2000']]
Predicted Ans:    2004
Predicted Path:   Look at Me --[directed_by]--> Agnès Jaoui --[(INV) directed_by]--> Look at Me --[release_year]--> 2004
Path (Raw):       Look at Me --[directed_by]--> Agnès Jaoui --[(INV) directed_by]--> Look at Me --[release_year]--> 2004
Neg LogProb(↓):   0.595623
Path Entropy(↓):  0.904509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie stardust released
Start Entity:     Stardust
Gold Answer:      [['2007']]
Predicted Ans:    1974
Predicted Path:   Stardust --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Stardust --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.207670
Path Entropy(↓):  3.519365
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of just visiting also starred in which films
Start Entity:     Just Visiting
Gold Answer:      [['Armored', 'Empire of the Wolves', 'Hall Pass', 'The Pink Panther', 'Rollerball', 'The Big Blue', 'Ronin', 'Jet Lag', 'The Rocker', 'Employee of the Month', 'The Sweetest Thing', 'View from the Top', 'The Da Vinci Code', 'Surviving Christmas', 'The Pink Panther 2', 'Wasabi', 'Godzilla', 'The Big Hit', 'Flushed Away', "Don't Tell Mom the Babysitter's Dead"]]
Predicted Ans:    Godzilla
Predicted Path:   Just Visiting --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> Godzilla
Path (Raw):       Just Visiting --[starred_actors]--> Jean Reno --[No Operation]--> Jean Reno --[(INV) starred_actors]--> Godzilla
Neg LogProb(↓):   0.883060
Path Entropy(↓):  1.450271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of susannah of the mounties
Start Entity:     Susannah of the Mounties
Gold Answer:      [['Carson City', 'Bombardier', 'Shoot-Out at Medicine Bend', 'Stowaway', 'Gunfighters', 'Albuquerque', 'Baby Take a Bow', 'Follow the Fleet', 'The Stars Look Down', 'The Last of the Mohicans', 'Buchanan Rides Alone', 'Man of the Moment', 'Virginia City', 'The Little Princess', 'She', 'The Blue Bird', 'Little Miss Broadway', 'A Kiss for Corliss', 'The Bachelor and the Bobby-Soxer', 'High, Wide, and Handsome', "A Place of One's Own", 'Ride the High Country', 'Captain January', 'The Wicked Lady', 'The Lady Vanishes', 'Curly Top', "Hangman's Knot", 'Western Union', 'Hot Saturday', 'The Little Colonel', 'The Desperadoes', 'Kathleen', "Badman's Territory", 'Man in the Saddle', 'My Favorite Wife', 'Roberta', 'Our Little Girl', 'The Story of Seabiscuit', 'Belle Starr', 'Hungry Hill', 'Now and Forever', 'Night Train to Munich', 'Santa Fe', 'The Man in Grey', 'Honeymoon', 'Westbound', 'Young People', 'Comanche Station', 'The Littlest Rebel', 'Captain Kidd', 'Rage at Dawn', 'A Lawless Street', 'Decision at Sundown', 'Wee Willie Winkie', 'Ride Lonesome', 'Adventure in Baltimore', 'Christmas Eve', 'Just Around the Corner', 'That Hagen Girl', '7th Cavalry', 'Poor Little Rich Girl', 'The Spoilers', 'The Tall T', 'Bright Eyes', 'Highly Dangerous', "I'll Be Seeing You", 'Jesse James', 'The Man Behind the Gun', 'Pittsburgh', 'Seven Men from Now', 'Rebecca of Sunnybrook Farm', 'To the Shores of Tripoli', 'Kiss and Tell', 'Little Miss Marker']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   Susannah of the Mounties --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Path (Raw):       Susannah of the Mounties --[starred_actors]--> Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Neg LogProb(↓):   0.839900
Path Entropy(↓):  2.079007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the longest day
Start Entity:     The Longest Day
Gold Answer:      [['Margaret Rutherford', 'Eddie Albert', 'Trevor Howard', 'Juliette Gréco', 'Donna Reed', 'Sean Penn', 'Montgomery Clift', 'Dean Martin', 'Nick Nolte', 'Jim Caviezel', 'Jeremy Kemp', 'George Peppard', 'Errol Flynn', 'Shirley MacLaine', 'Elias Koteas', 'Burt Lancaster', 'Ursula Andress', 'Kristy McNichol', 'Martha Hyer', 'Frank Sinatra', 'Deborah Kerr', 'James Mason']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   The Longest Day --[written_by]--> James Jones --[(INV) written_by]--> Some Came Running --[starred_actors]--> Shirley MacLaine
Path (Raw):       The Longest Day --[written_by]--> James Jones --[(INV) written_by]--> Some Came Running --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.165319
Path Entropy(↓):  0.567907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the descent
Start Entity:     The Descent
Gold Answer:      [['Centurion', 'Dog Soldiers', 'Doomsday']]
Predicted Ans:    The Descent
Predicted Path:   The Descent --[directed_by]--> Neil Marshall --[(INV) directed_by]--> The Descent
Path (Raw):       The Descent --[No Operation]--> The Descent --[directed_by]--> Neil Marshall --[(INV) directed_by]--> The Descent
Neg LogProb(↓):   0.132647
Path Entropy(↓):  0.513379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the films acted by hiroshi kawaguchi released
Start Entity:     Hiroshi Kawaguchi
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Hiroshi Kawaguchi --[(INV) starred_actors]--> Giants and Toys --[release_year]--> 1958
Path (Raw):       Hiroshi Kawaguchi --[No Operation]--> Hiroshi Kawaguchi --[(INV) starred_actors]--> Giants and Toys --[release_year]--> 1958
Neg LogProb(↓):   0.090809
Path Entropy(↓):  0.295092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by kay medford
Start Entity:     Kay Medford
Gold Answer:      [['Alan Rafkin']]
Predicted Ans:    Alan Rafkin
Predicted Path:   Kay Medford --[(INV) starred_actors]--> Angel in My Pocket --[directed_by]--> Alan Rafkin
Path (Raw):       Kay Medford --[No Operation]--> Kay Medford --[(INV) starred_actors]--> Angel in My Pocket --[directed_by]--> Alan Rafkin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of gabriel garcia marquez written films
Start Entity:     Gabriel García Márquez
Gold Answer:      [['Arturo Ripstein', 'Ruy Guerra', 'Mike Newell']]
Predicted Ans:    Gabriel García Márquez
Predicted Path:   Gabriel García Márquez --[(INV) written_by]--> Eréndira --[written_by]--> Gabriel García Márquez
Path (Raw):       Gabriel García Márquez --[No Operation]--> Gabriel García Márquez --[(INV) written_by]--> Eréndira --[written_by]--> Gabriel García Márquez
Neg LogProb(↓):   0.111285
Path Entropy(↓):  0.428492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by polly ann young were released in which years
Start Entity:     Polly Ann Young
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   Polly Ann Young --[(INV) starred_actors]--> The Man from Utah --[release_year]--> 1934
Path (Raw):       Polly Ann Young --[No Operation]--> Polly Ann Young --[(INV) starred_actors]--> The Man from Utah --[release_year]--> 1934
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by jun fukuda
Start Entity:     Jun Fukuda
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Jun Fukuda --[(INV) directed_by]--> Son of Godzilla --[has_genre]--> Adventure
Path (Raw):       Jun Fukuda --[No Operation]--> Jun Fukuda --[(INV) directed_by]--> Son of Godzilla --[has_genre]--> Adventure
Neg LogProb(↓):   0.014450
Path Entropy(↓):  0.079663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by julian mcmahon were written by who
Start Entity:     Julian McMahon
Gold Answer:      [['Julien Magnat']]
Predicted Ans:    Julien Magnat
Predicted Path:   Julian McMahon --[(INV) starred_actors]--> Faces in the Crowd --[written_by]--> Julien Magnat
Path (Raw):       Julian McMahon --[No Operation]--> Julian McMahon --[(INV) starred_actors]--> Faces in the Crowd --[written_by]--> Julien Magnat
Neg LogProb(↓):   0.002372
Path Entropy(↓):  0.016689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the brothers solomon were in which genres
Start Entity:     The Brothers Solomon
Gold Answer:      [['Documentary', 'Drama', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   The Brothers Solomon --[starred_actors]--> Will Arnett --[(INV) starred_actors]--> The Nut Job --[has_genre]--> Comedy
Path (Raw):       The Brothers Solomon --[starred_actors]--> Will Arnett --[(INV) starred_actors]--> The Nut Job --[has_genre]--> Comedy
Neg LogProb(↓):   0.191976
Path Entropy(↓):  0.729232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the questor tapes written by
Start Entity:     The Questor Tapes
Gold Answer:      [['Gene L. Coon', 'Gene Roddenberry']]
Predicted Ans:    Gene L. Coon
Predicted Path:   The Questor Tapes --[written_by]--> Gene L. Coon --[(INV) written_by]--> The Questor Tapes --[written_by]--> Gene L. Coon
Path (Raw):       The Questor Tapes --[written_by]--> Gene L. Coon --[(INV) written_by]--> The Questor Tapes --[written_by]--> Gene L. Coon
Neg LogProb(↓):   0.362804
Path Entropy(↓):  0.759346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie career released
Start Entity:     Career
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Career --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Career --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.582265
Path Entropy(↓):  3.389998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the go - between
Start Entity:     The Go-Between
Gold Answer:      [['Italian', 'English', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   The Go-Between --[directed_by]--> Joseph Losey --[(INV) directed_by]--> M --[in_language]--> German
Path (Raw):       The Go-Between --[directed_by]--> Joseph Losey --[(INV) directed_by]--> M --[in_language]--> German
Neg LogProb(↓):   0.000563
Path Entropy(↓):  0.005166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in pulp fiction
Start Entity:     Pulp Fiction
Gold Answer:      [['Mike Nichols', 'Delmer Daves', 'John Badham', 'Byron Howard', 'Jon Turteltaub', 'Randal Kleiser', 'John Woo', 'Jane Wagner', 'Desmond Nakano', 'Harold Becker', 'Barry Sonnenfeld', 'Roger Christian', 'Pierre Morel', 'Markus Schleinzer', 'John Herzfeld', 'Steven Zaillian', 'Chris Williams', 'Sylvester Stallone', 'Walt Becker', 'Dominic Sena', 'Jeffrey Hornaday', 'Amy Heckerling', 'Simon West', 'Mark Steven Johnson', 'John McTiernan', 'F. Gary Gray', 'Nora Ephron', 'Jay Russell', 'Dave Thomas', 'Robert Harmon', 'Brian De Palma', 'Nick Cassavetes']]
Predicted Ans:    Amy Heckerling
Predicted Path:   Pulp Fiction --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Path (Raw):       Pulp Fiction --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Neg LogProb(↓):   0.158522
Path Entropy(↓):  0.639873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of carne
Start Entity:     Carne
Gold Answer:      [['Paz de la Huerta', 'Cyril Roy', 'Nathaniel Brown']]
Predicted Ans:    Blandine Lenoir
Predicted Path:   Carne --[directed_by]--> Gaspar Noé --[(INV) directed_by]--> Carne --[starred_actors]--> Blandine Lenoir
Path (Raw):       Carne --[directed_by]--> Gaspar Noé --[(INV) directed_by]--> Carne --[starred_actors]--> Blandine Lenoir
Neg LogProb(↓):   0.512551
Path Entropy(↓):  0.680773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote tideland
Start Entity:     Tideland
Gold Answer:      [['Christoph Waltz', 'Susan Lynch', 'Oliver Reed', 'Katherine Helmond', 'Robert De Niro', 'Andrew Garfield', 'Sarah Polley', 'John Neville', 'Shelley Duvall', 'Christopher Plummer', 'Michael Palin', 'Eric Idle', 'Robert Carlyle', 'Graham Chapman', 'Terry Gilliam', 'Johnny Depp', 'Benicio Del Toro', 'Ian Holm', 'Saoirse Ronan', 'John Cleese', 'Tom Holland', 'George MacKay', 'Jonathan Pryce', 'Sean Connery', 'Molly Windsor']]
Predicted Ans:    Robert De Niro
Predicted Path:   Tideland --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Path (Raw):       Tideland --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.386905
Path Entropy(↓):  0.971914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was audrey niffenegger the writer of
Start Entity:     Audrey Niffenegger
Gold Answer:      [["The Time Traveler's Wife"]]
Predicted Ans:    The Time Traveler's Wife
Predicted Path:   Audrey Niffenegger --[(INV) written_by]--> The Time Traveler's Wife --[written_by]--> Audrey Niffenegger --[(INV) written_by]--> The Time Traveler's Wife
Path (Raw):       Audrey Niffenegger --[(INV) written_by]--> The Time Traveler's Wife --[written_by]--> Audrey Niffenegger --[(INV) written_by]--> The Time Traveler's Wife
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tyrese gibson appear in
Start Entity:     Tyrese Gibson
Gold Answer:      [['Transformers', 'The Take', 'Waist Deep', 'Black Nativity', 'Baby Boy', 'Legion', '2 Fast 2 Furious', 'Four Brothers']]
Predicted Ans:    Black Nativity
Predicted Path:   Tyrese Gibson --[(INV) starred_actors]--> Black Nativity --[starred_actors]--> Jennifer Hudson --[(INV) starred_actors]--> Black Nativity
Path (Raw):       Tyrese Gibson --[(INV) starred_actors]--> Black Nativity --[starred_actors]--> Jennifer Hudson --[(INV) starred_actors]--> Black Nativity
Neg LogProb(↓):   0.734473
Path Entropy(↓):  0.985401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie a million ways to die in the west
Start Entity:     A Million Ways to Die in the West
Gold Answer:      [['Richard Eyre', 'Paul Haggis', 'Lawrence Block', 'Didier Van Cauwelaert', 'Stephen J. Cannell', 'Jon Spaihts', 'Rosellen Brown', 'Simon Moore', 'Rand Ravich', 'Neil Jordan', 'Sam Raimi', 'Matt Reeves', 'Herman Raucher', 'Steve Sharon', 'Ian Mackenzie Jeffers', 'Thomas Keneally', 'Allison Burnett', 'Mark Handley', 'Nelson Gidding', 'Susan Isaacs', 'Scott Frank', 'Donna Powers', 'David Seltzer', 'Zac Stanford', 'Brian Bloom', 'Frank Lupo', 'Seth MacFarlane', 'Alec Sulkin', 'Wellesley Wild', 'Steven Pressfield', 'Catherine Johnson', 'Sue Miller', 'Bill Condon', 'Justin Zackham', 'Karine Sudan', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'William Nicholson', 'Diablo Cody', 'Greg Iles', 'Eric Blakeney', 'Hossein Amini', 'Patty Jenkins', 'Luc Besson', 'Damon Lindelof', 'Merian C. Cooper', 'Ruth Rose', 'James Gray', 'Dan Mazeau', 'Christopher Nolan', 'David S. Goyer', 'David Bowers', 'Atom Egoyan', 'Peter Lepeniotis', 'Lorne Cameron', 'Shirley Jackson', 'Roger Lewis', 'Mark Boal', 'Vincent Ngo', 'Andy Bellin', 'Mark Webber', 'Nicholas Sparks', 'Claude Lelouch', 'Joe Carnahan', 'Michel Audiard', 'René Barjavel', 'Edith Wharton', 'Raymond Bernard', 'Steven Zaillian', 'Osamu Tezuka', 'Evan Daugherty', 'John Lee Hancock', 'John Wainwright', 'Erin Cressida Wilson', 'Anne Fontaine', 'David Von Ancken', 'Abby Everett Jaques', 'Robert Mark Kamen', 'Peter Chung', 'Michael Jenning', 'Guillermo Arriaga']]
Predicted Ans:    Thomas Keneally
Predicted Path:   A Million Ways to Die in the West --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List --[written_by]--> Thomas Keneally
Path (Raw):       A Million Ways to Die in the West --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List --[written_by]--> Thomas Keneally
Neg LogProb(↓):   1.622363
Path Entropy(↓):  2.465060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the shepherd of the hills
Start Entity:     The Shepherd of the Hills
Gold Answer:      [['Harry Carey', 'Betty Field', 'John Wayne', 'Beulah Bondi']]
Predicted Ans:    John Wayne
Predicted Path:   The Shepherd of the Hills --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Path (Raw):       The Shepherd of the Hills --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Neg LogProb(↓):   1.022516
Path Entropy(↓):  1.896584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with another year fall under
Start Entity:     Another Year
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Another Year --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Naked --[has_genre]--> Drama
Path (Raw):       Another Year --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Naked --[has_genre]--> Drama
Neg LogProb(↓):   0.457070
Path Entropy(↓):  0.901847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote inbetween worlds
Start Entity:     Inbetween Worlds
Gold Answer:      [['Sibel Kekilli', 'Derya Alabora']]
Predicted Ans:    Sibel Kekilli
Predicted Path:   Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> When We Leave --[starred_actors]--> Sibel Kekilli
Path (Raw):       Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> When We Leave --[starred_actors]--> Sibel Kekilli
Neg LogProb(↓):   0.642138
Path Entropy(↓):  0.754711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by marie theisen released
Start Entity:     Marie Theisen
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Marie Theisen --[(INV) starred_actors]--> The Other Side of Sunday --[release_year]--> 1996
Path (Raw):       Marie Theisen --[No Operation]--> Marie Theisen --[(INV) starred_actors]--> The Other Side of Sunday --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with jeremy sosenko
Start Entity:     Jeremy Sosenko
Gold Answer:      [['James Gunn', 'Will Graham', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Rocky Russo']]
Predicted Ans:    James Gunn
Predicted Path:   Jeremy Sosenko --[(INV) written_by]--> Movie 43 --[written_by]--> James Gunn
Path (Raw):       Jeremy Sosenko --[No Operation]--> Jeremy Sosenko --[(INV) written_by]--> Movie 43 --[written_by]--> James Gunn
Neg LogProb(↓):   0.006371
Path Entropy(↓):  0.047252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is turtles can fly
Start Entity:     Turtles Can Fly
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Turtles Can Fly --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Turtles Can Fly --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.111271
Path Entropy(↓):  4.646162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the window was who
Start Entity:     The Window
Gold Answer:      [['Ted Tetzlaff']]
Predicted Ans:    Ted Tetzlaff
Predicted Path:   The Window --[directed_by]--> Ted Tetzlaff --[(INV) directed_by]--> A Dangerous Profession --[directed_by]--> Ted Tetzlaff
Path (Raw):       The Window --[directed_by]--> Ted Tetzlaff --[(INV) directed_by]--> A Dangerous Profession --[directed_by]--> Ted Tetzlaff
Neg LogProb(↓):   0.000395
Path Entropy(↓):  0.003488
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed reality bites
Start Entity:     Reality Bites
Gold Answer:      [['2008', '2001', '1996', '1947', '2013']]
Predicted Ans:    1994
Predicted Path:   Reality Bites --[directed_by]--> Ben Stiller --[(INV) directed_by]--> Reality Bites --[release_year]--> 1994
Path (Raw):       Reality Bites --[directed_by]--> Ben Stiller --[(INV) directed_by]--> Reality Bites --[release_year]--> 1994
Neg LogProb(↓):   0.413781
Path Entropy(↓):  1.043161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films starred by anita pallenberg
Start Entity:     Anita Pallenberg
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Anita Pallenberg --[(INV) starred_actors]--> Dillinger Is Dead --[release_year]--> 1969
Path (Raw):       Anita Pallenberg --[No Operation]--> Anita Pallenberg --[(INV) starred_actors]--> Dillinger Is Dead --[release_year]--> 1969
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter samuel fuller co - wrote movies with who
Start Entity:     Samuel Fuller
Gold Answer:      [['Curtis Hanson', 'Charlton Ogburn Jr.', 'Harry Kleiner', 'Romain Gary']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Samuel Fuller --[(INV) written_by]--> Underworld U.S.A. --[written_by]--> Samuel Fuller
Path (Raw):       Samuel Fuller --[No Operation]--> Samuel Fuller --[(INV) written_by]--> Underworld U.S.A. --[written_by]--> Samuel Fuller
Neg LogProb(↓):   0.588182
Path Entropy(↓):  1.347374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote caught up
Start Entity:     Caught Up
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Caught Up --[written_by]--> Darin Scott --[(INV) written_by]--> Dark House --[has_genre]--> Horror
Path (Raw):       Caught Up --[written_by]--> Darin Scott --[(INV) written_by]--> Dark House --[has_genre]--> Horror
Neg LogProb(↓):   0.693272
Path Entropy(↓):  0.694396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director daniel taplitz
Start Entity:     Daniel Taplitz
Gold Answer:      [['Aidan Quinn', 'Anthony LaPaglia', 'Courteney Cox']]
Predicted Ans:    Anthony LaPaglia
Predicted Path:   Daniel Taplitz --[(INV) directed_by]--> Commandments --[starred_actors]--> Anthony LaPaglia
Path (Raw):       Daniel Taplitz --[No Operation]--> Daniel Taplitz --[(INV) directed_by]--> Commandments --[starred_actors]--> Anthony LaPaglia
Neg LogProb(↓):   0.184880
Path Entropy(↓):  0.504571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by olof palme
Start Entity:     Olof Palme
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Olof Palme --[(INV) starred_actors]--> Palme --[release_year]--> 2012
Path (Raw):       Olof Palme --[No Operation]--> Olof Palme --[(INV) starred_actors]--> Palme --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was lemming released
Start Entity:     Lemming
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Lemming --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Lemming --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   1.826911
Path Entropy(↓):  3.512721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of boot camp starred who
Start Entity:     Boot Camp
Gold Answer:      [['Aidan Quinn', 'Devon Sawa', 'Donald Sutherland', 'Ben Kingsley', 'Lisa Eilbacher', 'Ron Silver', 'Pierce Brosnan', 'Rupert Graves', 'Roy Dupuis', 'Anne Archer', 'Rufus Sewell', 'Wesley Snipes', 'Jennifer Rubin', 'Peter Weller', 'Ben Cross']]
Predicted Ans:    Devon Sawa
Predicted Path:   Boot Camp --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[starred_actors]--> Devon Sawa
Path (Raw):       Boot Camp --[directed_by]--> Christian Duguay --[(INV) directed_by]--> Extreme Ops --[starred_actors]--> Devon Sawa
Neg LogProb(↓):   0.187365
Path Entropy(↓):  0.621548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was marianne faithfull an actor in
Start Entity:     Marianne Faithfull
Gold Answer:      [['Irina Palm', 'Hamlet', 'The Girl on a Motorcycle']]
Predicted Ans:    The Girl on a Motorcycle
Predicted Path:   Marianne Faithfull --[(INV) starred_actors]--> The Girl on a Motorcycle --[starred_actors]--> Marianne Faithfull --[(INV) starred_actors]--> The Girl on a Motorcycle
Path (Raw):       Marianne Faithfull --[(INV) starred_actors]--> The Girl on a Motorcycle --[starred_actors]--> Marianne Faithfull --[(INV) starred_actors]--> The Girl on a Motorcycle
Neg LogProb(↓):   0.057761
Path Entropy(↓):  0.258085
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of my one and only
Start Entity:     My One and Only
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   My One and Only --[written_by]--> Charlie Peters --[(INV) written_by]--> My One and Only --[has_genre]--> Comedy
Path (Raw):       My One and Only --[written_by]--> Charlie Peters --[(INV) written_by]--> My One and Only --[has_genre]--> Comedy
Neg LogProb(↓):   0.180824
Path Entropy(↓):  0.490369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie suite francaise were released in which years
Start Entity:     Suite Française
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Suite Française --[written_by]--> Saul Dibb --[(INV) written_by]--> The Duchess --[release_year]--> 2008
Path (Raw):       Suite Française --[written_by]--> Saul Dibb --[(INV) written_by]--> The Duchess --[release_year]--> 2008
Neg LogProb(↓):   0.020313
Path Entropy(↓):  0.101269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film rocknrolla were released in which years
Start Entity:     RocknRolla
Gold Answer:      [['1998', '2009', '2005', '2010', '2002', '1974']]
Predicted Ans:    2002
Predicted Path:   RocknRolla --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[release_year]--> 2002
Path (Raw):       RocknRolla --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[release_year]--> 2002
Neg LogProb(↓):   0.186830
Path Entropy(↓):  0.672231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie kiss of death
Start Entity:     Kiss of Death
Gold Answer:      [['1970', '2003', '1935', '1974', '1939', '1933', '1957', '1953', '1947', '1932', '1931', '1942', '1940', '2011', '1962', '1934', '1949', '1950', '1960', '1929', '1945', '1937', '1952', '1958']]
Predicted Ans:    1957
Predicted Path:   Kiss of Death --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[release_year]--> 1957
Path (Raw):       Kiss of Death --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[release_year]--> 1957
Neg LogProb(↓):   1.506759
Path Entropy(↓):  2.767308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of maximum overdrive
Start Entity:     Maximum Overdrive
Gold Answer:      [['The Mighty Ducks', 'That Was Then... This Is Now', 'Loaded Weapon 1', 'Stakeout', 'Judgment Night', 'Men at Work', 'Another Stakeout', 'All the Way Home', 'Young Guns', 'Wisdom', 'Repo Man', 'The Gauntlet', 'Freejack', 'The War at Home', "St. Elmo's Fire", "Hang 'Em High", 'One Little Indian', 'The Breakfast Club', 'Rated X', 'The Strange One', 'Bobby', 'The Way', 'Young Guns II']]
Predicted Ans:    That Was Then... This Is Now
Predicted Path:   Maximum Overdrive --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now
Path (Raw):       Maximum Overdrive --[starred_actors]--> Emilio Estevez --[No Operation]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now
Neg LogProb(↓):   0.698318
Path Entropy(↓):  1.698321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did rachel ward star in
Start Entity:     Rachel Ward
Gold Answer:      [["Dead Men Don't Wear Plaid", 'After Dark, My Sweet', 'Against All Odds', 'How to Get Ahead in Advertising', 'On the Beach']]
Predicted Ans:    Dead Men Don't Wear Plaid
Predicted Path:   Rachel Ward --[(INV) starred_actors]--> Dead Men Don't Wear Plaid --[starred_actors]--> Rachel Ward --[(INV) starred_actors]--> Dead Men Don't Wear Plaid
Path (Raw):       Rachel Ward --[(INV) starred_actors]--> Dead Men Don't Wear Plaid --[starred_actors]--> Rachel Ward --[(INV) starred_actors]--> Dead Men Don't Wear Plaid
Neg LogProb(↓):   0.015709
Path Entropy(↓):  0.105634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of restless was
Start Entity:     Restless
Gold Answer:      [['Aku Louhimies']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Restless --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Even Cowgirls Get the Blues --[directed_by]--> Gus Van Sant
Path (Raw):       Restless --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Even Cowgirls Get the Blues --[directed_by]--> Gus Van Sant
Neg LogProb(↓):   0.335780
Path Entropy(↓):  1.060602
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by barbet schroeder were in which genres
Start Entity:     Barbet Schroeder
Gold Answer:      [['Crime', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Barbet Schroeder --[(INV) directed_by]--> Murder by Numbers --[has_genre]--> Thriller
Path (Raw):       Barbet Schroeder --[No Operation]--> Barbet Schroeder --[(INV) directed_by]--> Murder by Numbers --[has_genre]--> Thriller
Neg LogProb(↓):   0.047953
Path Entropy(↓):  0.230766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the last days on mars also wrote movies
Start Entity:     The Last Days on Mars
Gold Answer:      [['The Bunker']]
Predicted Ans:    The Last Days on Mars
Predicted Path:   The Last Days on Mars --[written_by]--> Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars
Path (Raw):       The Last Days on Mars --[written_by]--> Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars --[No Operation]--> The Last Days on Mars
Neg LogProb(↓):   0.003179
Path Entropy(↓):  0.021537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film the rocketeer
Start Entity:     The Rocketeer
Gold Answer:      [['2006', '1985', '1988', '1987']]
Predicted Ans:    1987
Predicted Path:   The Rocketeer --[written_by]--> William Dear --[(INV) written_by]--> Harry and the Hendersons --[release_year]--> 1987
Path (Raw):       The Rocketeer --[written_by]--> William Dear --[(INV) written_by]--> Harry and the Hendersons --[release_year]--> 1987
Neg LogProb(↓):   0.254020
Path Entropy(↓):  0.718942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie american buffalo were released in which years
Start Entity:     American Buffalo
Gold Answer:      [['1970', '2008', '2003', '1992', '1985', '1967', '1979', '1974', '2007', '1998', '1951', '2010', '2004', '1982', '1973', '2014', '1995', '1976', '1971', '1989', '2002', '1981', '2011', '1988', '1978', '1997', '1966', '1991', '1987', '1969']]
Predicted Ans:    1976
Predicted Path:   American Buffalo --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Path (Raw):       American Buffalo --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Neg LogProb(↓):   0.122101
Path Entropy(↓):  0.540088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by christian petzold
Start Entity:     Christian Petzold
Gold Answer:      [['Jerichow', 'Wolfsburg', 'Barbara', 'Yella']]
Predicted Ans:    Jerichow
Predicted Path:   Christian Petzold --[(INV) written_by]--> Jerichow --[written_by]--> Christian Petzold --[(INV) written_by]--> Jerichow
Path (Raw):       Christian Petzold --[(INV) written_by]--> Jerichow --[written_by]--> Christian Petzold --[(INV) written_by]--> Jerichow
Neg LogProb(↓):   1.221725
Path Entropy(↓):  1.988305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by bobby actors
Start Entity:     Bobby
Gold Answer:      [['Stephen Hopkins', 'Alex Cox', 'Joel Schumacher', 'Stephen Herek', 'Emilio Estevez', 'Christopher Cain', 'Stephen King', 'Geoff Murphy', 'John Hughes', 'Gene Quintano', 'John Badham']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Bobby --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> St. Elmo's Fire --[directed_by]--> Joel Schumacher
Path (Raw):       Bobby --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> St. Elmo's Fire --[directed_by]--> Joel Schumacher
Neg LogProb(↓):   0.413022
Path Entropy(↓):  1.073409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie dark passage
Start Entity:     Dark Passage
Gold Answer:      [['Abem Finkel', 'Seton I. Miller', 'Barbara Benedek', 'Priscilla Chapman', 'John Hartwell', 'Dashiell Hammett', 'Bertram Bloch', 'Sidney Kingsley', 'Scott Hale', 'Miles Hood Swarthout', 'George Zuckerman', 'Truman Capote', 'Lars von Trier', 'Jonathan Glazer', 'Philip Yordan', 'Samuel A. Taylor', 'Nunnally Johnson', 'B. Traven', 'Richard Macaulay', 'Arthur T. Horman', 'Alfred Hayes', 'Joseph Kessel', 'Richard Connell', 'Earl Baldwin', 'Charles Nordhoff', 'James Norman Hall', 'W.R. Burnett', 'Philip G. Epstein', 'Rowland Brown', 'Robert Lord', 'Warren Duff', 'William Wister Haines', 'Glendon Swarthout', 'Clive Cussler', 'Billy Wilder', 'Helen Gurley Brown', 'Dwight Taylor', 'Steve Fisher', 'Robert Rossen', 'Lester Cole', 'Alfred Neumann', 'Thomas Job', 'Martin Vale', 'Dorothy B. Hughes', 'Graham Greene', 'Robert Buckner', 'Richard Brooks', 'Walter Doniger', 'Gérard Oury', 'André Cayatte', 'David Rayfiel', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Gerald Drayson Adams', 'Ernest Hemingway', 'Brown Holmes', 'Maude Fulton', 'Ranald MacDougall', 'Maxwell Anderson', 'Richard LaGravenese', 'Peter Abrahams', 'Oliver H.P. Garrett', 'Sidney Biddell', 'Michael Winner', 'Peter Buckman', 'Jonathan Finn', 'Jack Moffitt', 'Allan Aaron Katz', 'Joseph Hayes', "Liam O'Brien", 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'Albert Husson', 'Jerry Wald', 'Mark Hellinger', 'Herman Wouk', 'Willard Motley', 'John Huston', 'Casey Robinson', 'John Wexley', 'Robin Estridge', 'Barré Lyndon', 'Fabrice Canepa', 'Ernest Lehman', 'Dorothy Baker', 'Carl Foreman', 'Edmund H. North', 'William J. Makin', 'George Wells', 'James Agee', 'A.I. Bezzerides', 'Lawrence Roeck', 'Carlos De Los Rios', 'Budd Schulberg', 'Bob Randall', 'Anthony Shaffer', 'Agatha Christie', 'Lewis E. Lawes', 'Claud Cockburn', 'Vincent B. Evans', 'Robert Wilder', 'Robert Siodmak', 'William Goldman', 'Katherine Albert', 'Dale Eunson', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Ross Macdonald']]
Predicted Ans:    John Huston
Predicted Path:   Dark Passage --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[written_by]--> John Huston
Path (Raw):       Dark Passage --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[written_by]--> John Huston
Neg LogProb(↓):   1.704802
Path Entropy(↓):  2.445316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of punch - drunk love
Start Entity:     Punch-Drunk Love
Gold Answer:      [['1997', '1989', '1996', '1999', '2014', '2012', '2007']]
Predicted Ans:    2002
Predicted Path:   Punch-Drunk Love --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> Punch-Drunk Love --[release_year]--> 2002
Path (Raw):       Punch-Drunk Love --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> Punch-Drunk Love --[release_year]--> 2002
Neg LogProb(↓):   0.460655
Path Entropy(↓):  1.014570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share writers with the film come live with me were in which genres
Start Entity:     Come Live with Me
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Come Live with Me --[written_by]--> Virginia Van Upp --[(INV) written_by]--> Together Again --[has_genre]--> Comedy
Path (Raw):       Come Live with Me --[written_by]--> Virginia Van Upp --[(INV) written_by]--> Together Again --[has_genre]--> Comedy
Neg LogProb(↓):   0.117321
Path Entropy(↓):  0.435781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Night watch, when was it released
Start Entity:     Night Watch
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Night Watch --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Path (Raw):       Night Watch --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Neg LogProb(↓):   3.383022
Path Entropy(↓):  4.508436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie soft fruit
Start Entity:     Soft Fruit
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Soft Fruit --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Soft Fruit --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.444961
Path Entropy(↓):  4.593240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mathilda paradeiser acted together with who
Start Entity:     Mathilda Paradeiser
Gold Answer:      [['Linda Molin']]
Predicted Ans:    Mathilda Paradeiser
Predicted Path:   Mathilda Paradeiser --[(INV) starred_actors]--> She Monkeys --[starred_actors]--> Mathilda Paradeiser
Path (Raw):       Mathilda Paradeiser --[No Operation]--> Mathilda Paradeiser --[(INV) starred_actors]--> She Monkeys --[starred_actors]--> Mathilda Paradeiser
Neg LogProb(↓):   0.392044
Path Entropy(↓):  0.630087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by phoebe cates were in which languages
Start Entity:     Phoebe Cates
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Phoebe Cates --[(INV) starred_actors]--> Paradise --[in_language]--> English
Path (Raw):       Phoebe Cates --[No Operation]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[in_language]--> English
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote hurry sundown
Start Entity:     Hurry Sundown
Gold Answer:      [['Thomas C. Ryan', 'Bert Gilden', 'Horton Foote']]
Predicted Ans:    Horton Foote
Predicted Path:   Hurry Sundown --[written_by]--> Bert Gilden --[(INV) written_by]--> Hurry Sundown --[written_by]--> Horton Foote
Path (Raw):       Hurry Sundown --[written_by]--> Bert Gilden --[(INV) written_by]--> Hurry Sundown --[written_by]--> Horton Foote
Neg LogProb(↓):   0.906873
Path Entropy(↓):  1.524906
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of springfield rifle
Start Entity:     Springfield Rifle
Gold Answer:      [['Cloak and Dagger', 'Along Came Jones', 'The Pride of the Yankees', 'The Real Glory', 'The Cowboy and the Lady', 'Ten North Frederick', 'Bewitched', 'The Naked Edge', 'No Man of Her Own', 'City Streets', 'If I Had a Million', 'High Noon', 'Vera Cruz', 'The Wreck of the Mary Deare', 'Friendly Persuasion', 'The Westerner', 'They Came to Cordura', 'The Winning of Barbara Worth', 'For Whom the Bell Tolls', 'Distant Drums', 'The Court-Martial of Billy Mitchell', 'The Fountainhead', 'Design for Living', 'Desire', 'Sergeant York', 'Morocco', 'The Hanging Tree', 'Ball of Fire', 'Now and Forever', 'The Plainsman', 'Casanova Brown', 'The Story of Dr. Wassell', 'The General Died at Dawn', 'Meet John Doe', 'Saratoga Trunk', 'Man of the West', 'Beau Geste', 'North West Mounted Police', 'Dallas', 'Operator 13', 'Unconquered', 'The Lives of a Bengal Lancer', 'A Farewell to Arms', 'The Wedding Night', 'Love in the Afternoon', 'One Sunday Afternoon', 'Mr. Deeds Goes to Town', 'Alice in Wonderland']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Springfield Rifle --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Springfield Rifle --[starred_actors]--> Gary Cooper --[No Operation]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.128281
Path Entropy(↓):  0.505182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of a town called panic was who
Start Entity:     A Town Called Panic
Gold Answer:      [['Stéphane Aubier', 'Vincent Patar']]
Predicted Ans:    Vincent Patar
Predicted Path:   A Town Called Panic --[directed_by]--> Vincent Patar --[(INV) directed_by]--> A Town Called Panic --[directed_by]--> Vincent Patar
Path (Raw):       A Town Called Panic --[directed_by]--> Vincent Patar --[(INV) directed_by]--> A Town Called Panic --[directed_by]--> Vincent Patar
Neg LogProb(↓):   0.124977
Path Entropy(↓):  0.454729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie z. p. g.
Start Entity:     Z.P.G.
Gold Answer:      [['Guy Endore', 'James A. Michener', 'Larry Kramer', 'Robert Sheckley', 'Mathieu Demy', 'Stéphane Robelin', 'Jack London', 'Robert Louis Stevenson', 'George Melly', 'Lucy Irvine', 'Robert Marasco', 'Alan Rudolph', 'Bryan Forbes', 'Ken Russell', 'Dan Curtis', 'Terry Gilliam', 'Aldous Huxley', 'John Whiting', 'David Cronenberg', 'James R. Webb', 'George MacDonald Fraser', 'Kingsley Amis', 'Kevin Noland', 'William Goldman', 'Pete Townshend', 'David Robinson', 'Diana Hawkins', 'William Boyd', 'Fraser Clarke Heston']]
Predicted Ans:    Larry Kramer
Predicted Path:   Z.P.G. --[starred_actors]--> Oliver Reed --[(INV) starred_actors]--> Women in Love --[written_by]--> Larry Kramer
Path (Raw):       Z.P.G. --[starred_actors]--> Oliver Reed --[(INV) starred_actors]--> Women in Love --[written_by]--> Larry Kramer
Neg LogProb(↓):   0.623907
Path Entropy(↓):  1.694658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with phil alden robinson
Start Entity:     Phil Alden Robinson
Gold Answer:      [['Walter F. Parkes', 'Sylvester Stallone', 'Lawrence Lasker']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Phil Alden Robinson --[(INV) written_by]--> Rhinestone --[written_by]--> Sylvester Stallone
Path (Raw):       Phil Alden Robinson --[No Operation]--> Phil Alden Robinson --[(INV) written_by]--> Rhinestone --[written_by]--> Sylvester Stallone
Neg LogProb(↓):   0.001508
Path Entropy(↓):  0.011372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film breaking wind
Start Entity:     Breaking Wind
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Breaking Wind --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Breaking Wind --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   2.971539
Path Entropy(↓):  4.290799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did marius goring star in
Start Entity:     Marius Goring
Gold Answer:      [['The Red Shoes', 'The Spy in Black', 'The Girl on a Motorcycle']]
Predicted Ans:    The Spy in Black
Predicted Path:   Marius Goring --[(INV) starred_actors]--> The Spy in Black --[starred_actors]--> Sebastian Shaw --[(INV) starred_actors]--> The Spy in Black
Path (Raw):       Marius Goring --[(INV) starred_actors]--> The Spy in Black --[starred_actors]--> Sebastian Shaw --[(INV) starred_actors]--> The Spy in Black
Neg LogProb(↓):   0.011777
Path Entropy(↓):  0.064325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by matt cvetic were directed by who
Start Entity:     Matt Cvetic
Gold Answer:      [['Gordon Douglas']]
Predicted Ans:    Gordon Douglas
Predicted Path:   Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI --[directed_by]--> Gordon Douglas
Path (Raw):       Matt Cvetic --[No Operation]--> Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI --[directed_by]--> Gordon Douglas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by william l. white
Start Entity:     William L. White
Gold Answer:      [['Donna Reed', 'John Wayne', 'Robert Montgomery']]
Predicted Ans:    John Wayne
Predicted Path:   William L. White --[(INV) written_by]--> They Were Expendable --[starred_actors]--> John Wayne
Path (Raw):       William L. White --[No Operation]--> William L. White --[(INV) written_by]--> They Were Expendable --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.000244
Path Entropy(↓):  0.002405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Martin zandvliet directed which movies
Start Entity:     Martin Zandvliet
Gold Answer:      [['A Funny Man']]
Predicted Ans:    A Funny Man
Predicted Path:   Martin Zandvliet --[(INV) directed_by]--> A Funny Man --[directed_by]--> Martin Zandvliet --[(INV) directed_by]--> A Funny Man
Path (Raw):       Martin Zandvliet --[(INV) directed_by]--> A Funny Man --[directed_by]--> Martin Zandvliet --[(INV) directed_by]--> A Funny Man
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the suspended step of the stork was who
Start Entity:     The Suspended Step of the Stork
Gold Answer:      [['Theodoros Angelopoulos']]
Predicted Ans:    Theodoros Angelopoulos
Predicted Path:   The Suspended Step of the Stork --[directed_by]--> Theodoros Angelopoulos --[(INV) directed_by]--> The Travelling Players --[directed_by]--> Theodoros Angelopoulos
Path (Raw):       The Suspended Step of the Stork --[directed_by]--> Theodoros Angelopoulos --[(INV) directed_by]--> The Travelling Players --[directed_by]--> Theodoros Angelopoulos
Neg LogProb(↓):   0.379262
Path Entropy(↓):  0.769966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of betsy's wedding
Start Entity:     Betsy's Wedding
Gold Answer:      [['The Four Seasons', 'The Seduction of Joe Tynan', 'Sweet Liberty']]
Predicted Ans:    Betsy's Wedding
Predicted Path:   Betsy's Wedding --[written_by]--> Alan Alda --[(INV) written_by]--> Betsy's Wedding
Path (Raw):       Betsy's Wedding --[No Operation]--> Betsy's Wedding --[written_by]--> Alan Alda --[(INV) written_by]--> Betsy's Wedding
Neg LogProb(↓):   0.303267
Path Entropy(↓):  0.801996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies written by thomas mann
Start Entity:     Thomas Mann
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Thomas Mann --[(INV) written_by]--> Death in Venice --[release_year]--> 1971
Path (Raw):       Thomas Mann --[No Operation]--> Thomas Mann --[(INV) written_by]--> Death in Venice --[release_year]--> 1971
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film the treasure hunter
Start Entity:     The Treasure Hunter
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   The Treasure Hunter --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       The Treasure Hunter --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   1.878381
Path Entropy(↓):  3.234025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in child's play
Start Entity:     Child's Play
Gold Answer:      [['Chris Sarandon', 'Brad Dourif', 'Catherine Hicks', 'Alex Vincent']]
Predicted Ans:    Alex Vincent
Predicted Path:   Child's Play --[starred_actors]--> Alex Vincent --[(INV) starred_actors]--> Child's Play 2 --[starred_actors]--> Alex Vincent
Path (Raw):       Child's Play --[starred_actors]--> Alex Vincent --[(INV) starred_actors]--> Child's Play 2 --[starred_actors]--> Alex Vincent
Neg LogProb(↓):   0.079152
Path Entropy(↓):  0.323410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by caradog w. james starred which actors
Start Entity:     Caradog W. James
Gold Answer:      [['Toby Stephens', 'Caity Lotz']]
Predicted Ans:    Caity Lotz
Predicted Path:   Caradog W. James --[(INV) directed_by]--> The Machine --[starred_actors]--> Caity Lotz
Path (Raw):       Caradog W. James --[No Operation]--> Caradog W. James --[(INV) directed_by]--> The Machine --[starred_actors]--> Caity Lotz
Neg LogProb(↓):   0.210726
Path Entropy(↓):  0.486479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by vipul amrutlal shah starred which actors
Start Entity:     Vipul Amrutlal Shah
Gold Answer:      [['Arjun Rampal', 'Amitabh Bachchan', 'Akshay Kumar', 'Sushmita Sen']]
Predicted Ans:    Akshay Kumar
Predicted Path:   Vipul Amrutlal Shah --[(INV) directed_by]--> Aankhen --[starred_actors]--> Akshay Kumar
Path (Raw):       Vipul Amrutlal Shah --[No Operation]--> Vipul Amrutlal Shah --[(INV) directed_by]--> Aankhen --[starred_actors]--> Akshay Kumar
Neg LogProb(↓):   0.176407
Path Entropy(↓):  0.479079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by peter matthiessen
Start Entity:     Peter Matthiessen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Peter Matthiessen --[(INV) written_by]--> At Play in the Fields of the Lord --[has_genre]--> Drama
Path (Raw):       Peter Matthiessen --[No Operation]--> Peter Matthiessen --[(INV) written_by]--> At Play in the Fields of the Lord --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for second best
Start Entity:     Second Best
Gold Answer:      [['Chris Menges']]
Predicted Ans:    Chris Menges
Predicted Path:   Second Best --[directed_by]--> Chris Menges --[(INV) directed_by]--> The Lost Son --[directed_by]--> Chris Menges
Path (Raw):       Second Best --[directed_by]--> Chris Menges --[(INV) directed_by]--> The Lost Son --[directed_by]--> Chris Menges
Neg LogProb(↓):   0.005481
Path Entropy(↓):  0.034955
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by boaz davidson
Start Entity:     Boaz Davidson
Gold Answer:      [['1982', '1988']]
Predicted Ans:    1988
Predicted Path:   Boaz Davidson --[(INV) directed_by]--> Salsa --[release_year]--> 1988
Path (Raw):       Boaz Davidson --[No Operation]--> Boaz Davidson --[(INV) directed_by]--> Salsa --[release_year]--> 1988
Neg LogProb(↓):   0.104086
Path Entropy(↓):  0.322622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the young victoria
Start Entity:     The Young Victoria
Gold Answer:      [['2001', '2005', '2009']]
Predicted Ans:    2001
Predicted Path:   The Young Victoria --[written_by]--> Julian Fellowes --[(INV) written_by]--> Gosford Park --[release_year]--> 2001
Path (Raw):       The Young Victoria --[written_by]--> Julian Fellowes --[(INV) written_by]--> Gosford Park --[release_year]--> 2001
Neg LogProb(↓):   0.203001
Path Entropy(↓):  0.626215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film i heart huckabees
Start Entity:     I Heart Huckabees
Gold Answer:      [['Joel Hopkins', 'Elaine May', 'John Schlesinger', 'Stephen Frears', 'Dustin Hoffman', 'Maurice Pialat', 'Wolfgang Petersen', 'Mike Nichols', 'Michael Haneke', 'Roman Coppola', 'Wes Anderson', 'Barry Levinson', 'Michael Apted', 'Diane Kurys', 'Thomas McCarthy', 'Dewey Nicks', 'Jonas Åkerlund', 'Benoît Jacquot', 'Alex Segal', 'Jane Wagner', 'Zach Helm', 'Franklin J. Schaffner', 'Michael Corrente', 'Claude Goretta', 'Paul Weitz', 'Jay Roach', 'Tim Johnson', 'Joel Schumacher', 'Gary Fleder', 'Claire Denis', 'Robert Benton', 'Jim Abrahams', 'Harvey Miller', 'John Stevenson', 'Curtis Hanson', 'Steven Spielberg', 'Vincente Minnelli', 'Ulu Grosbard', 'Mark Osborne', 'Todd Louiso', 'Sidney Lumet', 'Hal Hartley', 'Ursula Meier', 'Arthur Penn', 'Anand Tucker', 'Sydney Pollack', 'Carl Reiner', 'Rod Lurie', 'François Ozon', 'Sam Peckinpah', 'Claude Chabrol', 'Bob Fosse', 'Volker Schlöndorff', 'Alan J. Pakula']]
Predicted Ans:    Claude Chabrol
Predicted Path:   I Heart Huckabees --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Path (Raw):       I Heart Huckabees --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.014210
Path Entropy(↓):  2.005071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of brighton rock
Start Entity:     Brighton Rock
Gold Answer:      [['Richard Attenborough', 'Ian Carmichael', 'Peter Sellers']]
Predicted Ans:    John Hurt
Predicted Path:   Brighton Rock --[directed_by]--> John Boulting --[(INV) directed_by]--> Brighton Rock --[starred_actors]--> John Hurt
Path (Raw):       Brighton Rock --[directed_by]--> John Boulting --[(INV) directed_by]--> Brighton Rock --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.102045
Path Entropy(↓):  0.413718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by paul saltzman in
Start Entity:     Paul Saltzman
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Paul Saltzman --[(INV) directed_by]--> Prom Night in Mississippi --[has_genre]--> Documentary
Path (Raw):       Paul Saltzman --[No Operation]--> Paul Saltzman --[(INV) directed_by]--> Prom Night in Mississippi --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the la belle noiseuse director release
Start Entity:     La Belle Noiseuse
Gold Answer:      [['1966', '2003', '1961', '1969', '1974', '2007']]
Predicted Ans:    2003
Predicted Path:   La Belle Noiseuse --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> The Story of Marie and Julien --[release_year]--> 2003
Path (Raw):       La Belle Noiseuse --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> The Story of Marie and Julien --[release_year]--> 2003
Neg LogProb(↓):   0.067495
Path Entropy(↓):  0.300320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by malcolm venville in
Start Entity:     Malcolm Venville
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Malcolm Venville --[(INV) directed_by]--> Henry's Crime --[has_genre]--> Comedy
Path (Raw):       Malcolm Venville --[No Operation]--> Malcolm Venville --[(INV) directed_by]--> Henry's Crime --[has_genre]--> Comedy
Neg LogProb(↓):   0.017105
Path Entropy(↓):  0.086708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by lotfy nathan
Start Entity:     Lotfy Nathan
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Lotfy Nathan --[(INV) directed_by]--> 12 O'Clock Boys --[release_year]--> 2013
Path (Raw):       Lotfy Nathan --[No Operation]--> Lotfy Nathan --[(INV) directed_by]--> 12 O'Clock Boys --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the pleasure garden written by
Start Entity:     The Pleasure Garden
Gold Answer:      [['Oliver Sandys']]
Predicted Ans:    Oliver Sandys
Predicted Path:   The Pleasure Garden --[written_by]--> Oliver Sandys --[(INV) written_by]--> The Pleasure Garden --[written_by]--> Oliver Sandys
Path (Raw):       The Pleasure Garden --[written_by]--> Oliver Sandys --[(INV) written_by]--> The Pleasure Garden --[written_by]--> Oliver Sandys
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film pardon us were released in which years
Start Entity:     Pardon Us
Gold Answer:      [['1937', '1936', '1938']]
Predicted Ans:    1931
Predicted Path:   Pardon Us --[starred_actors]--> Stan Laurel --[(INV) starred_actors]--> Pardon Us --[release_year]--> 1931
Path (Raw):       Pardon Us --[starred_actors]--> Stan Laurel --[(INV) starred_actors]--> Pardon Us --[release_year]--> 1931
Neg LogProb(↓):   0.001891
Path Entropy(↓):  0.014247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in the november man
Start Entity:     The November Man
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Adventure
Predicted Path:   The November Man --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Robinson Crusoe --[has_genre]--> Adventure
Path (Raw):       The November Man --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Robinson Crusoe --[has_genre]--> Adventure
Neg LogProb(↓):   1.009786
Path Entropy(↓):  1.411005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with spike jonze
Start Entity:     spike jonze
Gold Answer:      [['Her', 'Where the Wild Things Are', 'Being John Malkovich']]
Predicted Ans:    Her
Predicted Path:   spike jonze --[(INV) has_tags]--> Her --[has_tags]--> spike jonze --[(INV) has_tags]--> Her
Path (Raw):       spike jonze --[(INV) has_tags]--> Her --[has_tags]--> spike jonze --[(INV) has_tags]--> Her
Neg LogProb(↓):   0.099255
Path Entropy(↓):  0.431537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of requiem for a heavyweight
Start Entity:     Requiem for a Heavyweight
Gold Answer:      [['Soldier in the Rain', 'Fate Is the Hunter', 'Soldier Blue', 'Duel at Diablo', 'The Wrath of God', 'Lilies of the Field', 'The Wilby Conspiracy', 'Charly']]
Predicted Ans:    The Wilby Conspiracy
Predicted Path:   Requiem for a Heavyweight --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> The Wilby Conspiracy
Path (Raw):       Requiem for a Heavyweight --[No Operation]--> Requiem for a Heavyweight --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> The Wilby Conspiracy
Neg LogProb(↓):   1.089204
Path Entropy(↓):  1.659298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by hideo sakaki
Start Entity:     Hideo Sakaki
Gold Answer:      [['Tsutomu Takahashi', 'Piers Paul Read']]
Predicted Ans:    Piers Paul Read
Predicted Path:   Hideo Sakaki --[(INV) starred_actors]--> Alive --[written_by]--> Piers Paul Read
Path (Raw):       Hideo Sakaki --[No Operation]--> Hideo Sakaki --[(INV) starred_actors]--> Alive --[written_by]--> Piers Paul Read
Neg LogProb(↓):   0.001256
Path Entropy(↓):  0.009887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in downstairs
Start Entity:     Downstairs
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Downstairs --[starred_actors]--> John Gilbert --[(INV) starred_actors]--> He Who Gets Slapped --[has_genre]--> Drama
Path (Raw):       Downstairs --[starred_actors]--> John Gilbert --[(INV) starred_actors]--> He Who Gets Slapped --[has_genre]--> Drama
Neg LogProb(↓):   0.008350
Path Entropy(↓):  0.050535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did malcolm clarke write
Start Entity:     Malcolm Clarke
Gold Answer:      [['Prisoner of Paradise']]
Predicted Ans:    Prisoner of Paradise
Predicted Path:   Malcolm Clarke --[(INV) written_by]--> Prisoner of Paradise --[written_by]--> Malcolm Clarke --[(INV) written_by]--> Prisoner of Paradise
Path (Raw):       Malcolm Clarke --[(INV) written_by]--> Prisoner of Paradise --[written_by]--> Malcolm Clarke --[(INV) written_by]--> Prisoner of Paradise
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of mystery of the wax museum
Start Entity:     Mystery of the Wax Museum
Gold Answer:      [['Bing Crosby', 'Joan Caulfield', 'Elvis Presley', 'Joan Bennett', 'Cary Grant', 'Trevor Howard', 'George Brent', 'Bette Davis', 'Joe Morton', 'Patricia Neal', 'Lauren Bacall', 'Walter Connolly', 'James Cagney', 'Edward G. Robinson', 'Walter Matthau', 'Brenda Marshall', 'Ruth Chatterton', 'Eve Arden', 'Stuart Whitman', 'Miriam Hopkins', 'Ronald Reagan', 'Fay Wray', 'Ida Lupino', "Pat O'Brien", 'Stefania Sandrelli', 'Nehemiah Persoff', 'Robert De Niro', 'Claude Rains', 'William Holden', 'Sean Penn', 'Wayne Morris', 'William Frawley', 'Rex Ingram', 'Tony Randall', 'Eddie Hodges', 'Archie Moore', 'Walter Huston', 'Danny Kaye', 'Rosemary Clooney', 'Sydney Greenstreet', 'Lee Tracy', 'Alexander Knox', 'Alexis Smith', "George O'Brien", 'Michael Wilding', 'Allen Payne', 'Ina Balin', 'Richard Whorf', 'Karen Morley', 'Jeffrey Lynn', 'Paul Henreid', 'William Gargan', 'George Murphy', 'Doris Day', 'Audrey Totter', 'Zachary Scott', 'Olivia de Havilland', 'Errol Flynn', 'Donald Crisp', 'Joan Crawford', 'John Wayne', 'Philip Dorn', 'Kirk Douglas', 'Lionel Atwill', 'Edmund Gwenn', 'Paul Muni', 'Humphrey Bogart', 'Dennis Morgan', 'Mickey Rooney', 'Ginny Simms', 'Aldo Ray', 'Sophia Loren', 'Basil Rathbone', 'Randolph Scott', 'Hoagy Carmichael', 'Eddie Griffin', 'Monty Woolley', 'Raymond Massey', 'Jack Carson', 'Ann Sheridan', 'Demi Moore', 'Alan Hale', 'Peter Ustinov', 'Ingrid Bergman', 'Joan Leslie', 'William Powell', 'David Brian', 'Dolores Costello', 'Carolyn Jones', 'Michèle Morgan', 'John Garfield', 'Boris Karloff', 'Jean Simmons', 'Spencer Tracy']]
Predicted Ans:    Bette Davis
Predicted Path:   Mystery of the Wax Museum --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> The Cabin in the Cotton --[starred_actors]--> Bette Davis
Path (Raw):       Mystery of the Wax Museum --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> The Cabin in the Cotton --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.726256
Path Entropy(↓):  1.390545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with joe simon
Start Entity:     Joe Simon
Gold Answer:      [['Jack Kirby']]
Predicted Ans:    Jack Kirby
Predicted Path:   Joe Simon --[(INV) written_by]--> Captain America --[written_by]--> Jack Kirby
Path (Raw):       Joe Simon --[No Operation]--> Joe Simon --[(INV) written_by]--> Captain America --[written_by]--> Jack Kirby
Neg LogProb(↓):   0.029329
Path Entropy(↓):  0.130909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of robert evans written movies
Start Entity:     Robert Evans
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Robert Evans --[(INV) written_by]--> The Kid Stays in the Picture --[release_year]--> 2002
Path (Raw):       Robert Evans --[No Operation]--> Robert Evans --[(INV) written_by]--> The Kid Stays in the Picture --[release_year]--> 2002
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie bleak moments
Start Entity:     Bleak Moments
Gold Answer:      [['Mike Leigh']]
Predicted Ans:    Mike Leigh
Predicted Path:   Bleak Moments --[written_by]--> Mike Leigh --[(INV) written_by]--> Mr. Turner --[written_by]--> Mike Leigh
Path (Raw):       Bleak Moments --[written_by]--> Mike Leigh --[(INV) written_by]--> Mr. Turner --[written_by]--> Mike Leigh
Neg LogProb(↓):   0.090294
Path Entropy(↓):  0.371177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was mary c. mccall jr. a writer on
Start Entity:     Mary C. McCall Jr.
Gold Answer:      [["A Midsummer Night's Dream"]]
Predicted Ans:    A Midsummer Night's Dream
Predicted Path:   Mary C. McCall Jr. --[(INV) written_by]--> A Midsummer Night's Dream --[written_by]--> Mary C. McCall Jr. --[(INV) written_by]--> A Midsummer Night's Dream
Path (Raw):       Mary C. McCall Jr. --[(INV) written_by]--> A Midsummer Night's Dream --[written_by]--> Mary C. McCall Jr. --[(INV) written_by]--> A Midsummer Night's Dream
Neg LogProb(↓):   0.022802
Path Entropy(↓):  0.134553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of irrfan khan starred movies
Start Entity:     Irrfan Khan
Gold Answer:      [['2009', '2001', '2014', '2012', '2013']]
Predicted Ans:    2014
Predicted Path:   Irrfan Khan --[(INV) starred_actors]--> Gunday --[release_year]--> 2014
Path (Raw):       Irrfan Khan --[No Operation]--> Irrfan Khan --[(INV) starred_actors]--> Gunday --[release_year]--> 2014
Neg LogProb(↓):   0.706400
Path Entropy(↓):  1.241857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of far out man were directed by who
Start Entity:     Far Out Man
Gold Answer:      [['Tommy Chong', 'Lou Adler']]
Predicted Ans:    Lou Adler
Predicted Path:   Far Out Man --[written_by]--> Tommy Chong --[(INV) written_by]--> Up in Smoke --[directed_by]--> Lou Adler
Path (Raw):       Far Out Man --[written_by]--> Tommy Chong --[(INV) written_by]--> Up in Smoke --[directed_by]--> Lou Adler
Neg LogProb(↓):   0.536400
Path Entropy(↓):  1.053297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of a. i. artificial intelligence
Start Entity:     A.I. Artificial Intelligence
Gold Answer:      [['Always', 'Jurassic Park', 'The Adventures of Tintin', 'Close Encounters of the Third Kind', 'Indiana Jones and the Temple of Doom', '1941', 'Amistad', 'Indiana Jones and the Kingdom of the Crystal Skull', 'Minority Report', 'Duel', 'Indiana Jones and the Last Crusade', 'Raiders of the Lost Ark', 'Hook', 'War of the Worlds', 'The Sugarland Express', 'Catch Me If You Can', 'Lincoln', 'The Color Purple', 'War Horse', 'Munich', "Schindler's List", 'Saving Private Ryan', 'The Terminal', 'E.T. the Extra-Terrestrial', 'Empire of the Sun', 'Jaws']]
Predicted Ans:    Amistad
Predicted Path:   A.I. Artificial Intelligence --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad
Path (Raw):       A.I. Artificial Intelligence --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[No Operation]--> Amistad
Neg LogProb(↓):   1.100193
Path Entropy(↓):  1.559339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of spider - man also wrote which films
Start Entity:     Spider-Man
Gold Answer:      [['Iron Man', 'Fantastic Four', 'Premium Rush', 'Death Becomes Her', 'War of the Worlds', 'Ghost Town', 'Indiana Jones and the Kingdom of the Crystal Skull', 'Jurassic Park', 'Bad Influence', 'Stir of Echoes', 'Toy Soldiers', "Carlito's Way", 'The Trigger Effect', 'Panic Room', 'Snake Eyes', 'Secret Window', 'The Incredible Hulk Returns']]
Predicted Ans:    Premium Rush
Predicted Path:   Spider-Man --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush
Path (Raw):       Spider-Man --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush --[No Operation]--> Premium Rush
Neg LogProb(↓):   1.116252
Path Entropy(↓):  1.786347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in project a
Start Entity:     Project A
Gold Answer:      [['Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   Project A --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan
Path (Raw):       Project A --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> The Protector --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.571032
Path Entropy(↓):  1.383412
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the awakening
Start Entity:     The Awakening
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Awakening --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera --[in_language]--> English
Path (Raw):       The Awakening --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera --[in_language]--> English
Neg LogProb(↓):   0.001797
Path Entropy(↓):  0.015586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by louis feuillade
Start Entity:     Louis Feuillade
Gold Answer:      [['Francine Bergé', 'Channing Pollock']]
Predicted Ans:    Channing Pollock
Predicted Path:   Louis Feuillade --[(INV) directed_by]--> Judex --[starred_actors]--> Channing Pollock
Path (Raw):       Louis Feuillade --[No Operation]--> Louis Feuillade --[(INV) directed_by]--> Judex --[starred_actors]--> Channing Pollock
Neg LogProb(↓):   0.082007
Path Entropy(↓):  0.275848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe blue velvet
Start Entity:     Blue Velvet
Gold Answer:      [['sexual', 'isabella rossellini', 'kyle maclachlan', 'david lynch', 'lynch', 'mystery', 'dennis hopper', 'surreal']]
Predicted Ans:    kyle maclachlan
Predicted Path:   Blue Velvet --[has_tags]--> kyle maclachlan --[(INV) has_tags]--> Blue Velvet --[has_tags]--> kyle maclachlan
Path (Raw):       Blue Velvet --[has_tags]--> kyle maclachlan --[(INV) has_tags]--> Blue Velvet --[has_tags]--> kyle maclachlan
Neg LogProb(↓):   0.002767
Path Entropy(↓):  0.019472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie criminal were released in which years
Start Entity:     Criminal
Gold Answer:      [['2008', '2003', '1992', '2006', '1985', '2007', '1998', '2009', '2010', '2004', '2014', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '2005']]
Predicted Ans:    2009
Predicted Path:   Criminal --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> 9 --[release_year]--> 2009
Path (Raw):       Criminal --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> 9 --[release_year]--> 2009
Neg LogProb(↓):   0.426638
Path Entropy(↓):  0.895906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is transamerica
Start Entity:     Transamerica
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Transamerica --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Transamerica --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.339895
Path Entropy(↓):  5.027083
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with john english
Start Entity:     John English
Gold Answer:      [['William Witney']]
Predicted Ans:    William Witney
Predicted Path:   John English --[(INV) directed_by]--> Adventures of Captain Marvel --[directed_by]--> William Witney
Path (Raw):       John English --[No Operation]--> John English --[(INV) directed_by]--> Adventures of Captain Marvel --[directed_by]--> William Witney
Neg LogProb(↓):   0.367236
Path Entropy(↓):  0.616967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film jeff, who lives at home were in which genres
Start Entity:     Jeff, Who Lives at Home
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Jeff, Who Lives at Home --[written_by]--> Mark Duplass --[(INV) written_by]--> Baghead --[has_genre]--> Comedy
Path (Raw):       Jeff, Who Lives at Home --[written_by]--> Mark Duplass --[(INV) written_by]--> Baghead --[has_genre]--> Comedy
Neg LogProb(↓):   0.080267
Path Entropy(↓):  0.279175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by anthony heald
Start Entity:     Anthony Heald
Gold Answer:      [['Stephen Sommers']]
Predicted Ans:    Stephen Sommers
Predicted Path:   Anthony Heald --[(INV) starred_actors]--> Deep Rising --[directed_by]--> Stephen Sommers
Path (Raw):       Anthony Heald --[No Operation]--> Anthony Heald --[(INV) starred_actors]--> Deep Rising --[directed_by]--> Stephen Sommers
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by les mistons actors release
Start Entity:     Les Mistons
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2006
Predicted Path:   Les Mistons --[starred_actors]--> Bernadette Lafont --[(INV) starred_actors]--> I Do --[release_year]--> 2006
Path (Raw):       Les Mistons --[starred_actors]--> Bernadette Lafont --[(INV) starred_actors]--> I Do --[release_year]--> 2006
Neg LogProb(↓):   0.914452
Path Entropy(↓):  1.466395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed before sunrise
Start Entity:     Before Sunrise
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Before Sunrise --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Path (Raw):       Before Sunrise --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Neg LogProb(↓):   0.004494
Path Entropy(↓):  0.029885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie machete kills are written by who
Start Entity:     Machete Kills
Gold Answer:      [['Michael Almereyda', 'Terry Hayes', 'Joseph L. Galloway', 'Boris Pasternak', 'Franco Zeffirelli', 'Luc Besson', 'William Shakespeare', 'Richard Beattie', 'Robert Towne', 'Michael Black', 'Robert Dillon', 'Richard Maibaum', 'Robert Bolt', 'Cyril Hume', 'Kenneth Branagh', 'Brian Helgeland', 'Grigori Kozintsev', 'Nicholas Klein', 'Roy Huggins', 'Marcos Efron', 'Adi Hasak', 'Nick Park', 'William Woods', 'Robert Rossen', 'Christopher Robbins', 'Julian Barry', 'Peter Weir', 'Patrick Lussier', 'Barry L. Levy', 'Joseph Finder', 'Josh Goldsmith', 'Diane Drake', 'Cathy Yuspa', 'Jarmo Lampela', 'Craig Moss', 'George Miller', 'Brendan Cowles', 'Shane Kuhn', 'Isabelle Holland', 'Donald E. Westlake', 'William Goldman', 'Tony Richardson', 'James McCausland', 'Adrian Grunberg', 'Derrick Borte', 'Kyle Killen', 'Robert Rodriguez', 'Richard Hough', 'M. Night Shyamalan', 'Peter Lord', 'Rumer Godden', 'Randall Wallace', 'Dennis Potter', 'Mel Gibson', 'Robert Rodat', 'Bono', 'Jean Renoir']]
Predicted Ans:    Marcos Efron
Predicted Path:   Machete Kills --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> And Soon the Darkness --[written_by]--> Marcos Efron
Path (Raw):       Machete Kills --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> And Soon the Darkness --[written_by]--> Marcos Efron
Neg LogProb(↓):   1.128537
Path Entropy(↓):  1.722585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by before sunrise writers release
Start Entity:     Before Sunrise
Gold Answer:      [['1988', '2001', '1993', '1991', '1996', '2006', '2004', '2014', '2011', '2013']]
Predicted Ans:    2006
Predicted Path:   Before Sunrise --[written_by]--> Richard Linklater --[(INV) written_by]--> A Scanner Darkly --[release_year]--> 2006
Path (Raw):       Before Sunrise --[written_by]--> Richard Linklater --[(INV) written_by]--> A Scanner Darkly --[release_year]--> 2006
Neg LogProb(↓):   0.281946
Path Entropy(↓):  0.887731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with a beautiful mind in
Start Entity:     A Beautiful Mind
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   A Beautiful Mind --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[in_language]--> French
Path (Raw):       A Beautiful Mind --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[in_language]--> French
Neg LogProb(↓):   0.029200
Path Entropy(↓):  0.149767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of up in smoke
Start Entity:     Up in Smoke
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Up in Smoke --[release_year]--> 1978 --[(INV) release_year]--> Same Time, Next Year --[release_year]--> 1978
Path (Raw):       Up in Smoke --[release_year]--> 1978 --[(INV) release_year]--> Same Time, Next Year --[release_year]--> 1978
Neg LogProb(↓):   2.366237
Path Entropy(↓):  3.621116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by eric christian olsen fall under
Start Entity:     Eric Christian Olsen
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Eric Christian Olsen --[(INV) starred_actors]--> The Thing --[has_genre]--> Horror
Path (Raw):       Eric Christian Olsen --[No Operation]--> Eric Christian Olsen --[(INV) starred_actors]--> The Thing --[has_genre]--> Horror
Neg LogProb(↓):   0.699272
Path Entropy(↓):  0.730366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the funeral
Start Entity:     The Funeral
Gold Answer:      [['The Prophecy II', 'The Prophecy', 'Holly', 'Homeboy', 'A View to a Kill', 'Don Quixote', 'Nick of Time', 'Stand Up Guys', 'Excess Baggage', 'Click', 'Reservoir Dogs', 'Balls of Fury', 'My Dog Tulip', 'The Dead Zone', 'The Comfort of Strangers', 'Monte Walsh', 'The Opportunists', 'King of New York', 'One Tough Cop', 'Communion', 'Departures', 'Blue Velvet', 'Sarah, Plain and Tall', 'At Close Range', 'Mr. Jealousy', 'Enemy', 'Batman Returns', 'The Addiction', 'New Rose Hotel', 'The Saddest Music in the World', 'Last Man Standing', 'Man on Fire', 'The Deer Hunter', 'Cousins', 'Suicide Kings', 'Late Bloomers', 'Catch Me If You Can', 'The Dogs of War', 'Keyhole', "Heaven's Gate", 'Man of the Year', 'Kangaroo Jack', 'Wedding Crashers', 'Tampopo', 'The Hard Way', 'Death Becomes Her', 'Brainstorm', 'Biloxi Blues', 'Jungle Fever', 'The Hand That Rocks the Cradle', 'The Maiden Heist', 'Fearless', 'Underworld', 'Blast from the Past', 'Kill the Irishman', 'What Dreams May Come', 'Whispers in the Dark', 'Mr. Wonderful']]
Predicted Ans:    Heaven's Gate
Predicted Path:   The Funeral --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> Heaven's Gate
Path (Raw):       The Funeral --[No Operation]--> The Funeral --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> Heaven's Gate
Neg LogProb(↓):   1.301369
Path Entropy(↓):  3.267260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote it's a great feeling
Start Entity:     It's a Great Feeling
Gold Answer:      [['Bing Crosby', 'Sophia Loren', 'Gary Cooper', 'Horst Buchholz', 'Bob Hope', 'Pamela Tiffin', 'Jack Lemmon', 'Adolphe Menjou', 'Dean Martin', 'Glenda Jackson', 'James Cagney', 'Edward Everett Horton', 'Mary Brian', 'Dorothy Lamour', 'Juliet Mills', 'K Callan', 'Danny Kaye', 'Kim Novak', 'Vittorio De Sica', 'Walter Matthau', 'Audrey Hepburn', 'Arlene Francis', 'Paula Prentiss', 'Clark Gable', 'George Segal', 'Paul Sorvino', 'Ray Walston', 'Peter Lorre', "Pat O'Brien"]]
Predicted Ans:    Danny Kaye
Predicted Path:   It's a Great Feeling --[written_by]--> Jack Rose --[(INV) written_by]--> On the Double --[starred_actors]--> Danny Kaye
Path (Raw):       It's a Great Feeling --[written_by]--> Jack Rose --[(INV) written_by]--> On the Double --[starred_actors]--> Danny Kaye
Neg LogProb(↓):   0.734023
Path Entropy(↓):  1.348988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by jerome sable in
Start Entity:     Jerome Sable
Gold Answer:      [['Horror', 'Musical']]
Predicted Ans:    Horror
Predicted Path:   Jerome Sable --[(INV) directed_by]--> Stage Fright --[has_genre]--> Horror
Path (Raw):       Jerome Sable --[No Operation]--> Jerome Sable --[(INV) directed_by]--> Stage Fright --[has_genre]--> Horror
Neg LogProb(↓):   0.003044
Path Entropy(↓):  0.020650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the marc pease experience are directed by who
Start Entity:     The Marc Pease Experience
Gold Answer:      [['Peter Farrelly', 'Elaine May', 'Joe Swanberg', 'Marjane Satrapi', 'Kinka Usher', 'David O. Russell', 'Nisha Ganatra', 'Wes Anderson', 'Roman Coppola', 'Barry Levinson', 'Jake Kasdan', 'Shawn Levy', 'Daniel Barnz', 'Dewey Nicks', 'Jonas Åkerlund', 'Akiva Schaffer', 'Paul Weitz', 'Jay Roach', 'Zeki Demirkubuz', 'James Lapine', 'Jeffrey Blitz', 'Danny DeVito', 'Jason Moore', 'Jonathan Levine', 'Paul Middleditch', 'John Hamburg', 'Ben Stiller', 'Brett Ratner', 'Eric Schaeffer', 'Edward Norton', 'Anand Tucker', 'David Veloz', 'Norman Z. McLeod', 'Rob Marshall']]
Predicted Ans:    Joe Swanberg
Predicted Path:   The Marc Pease Experience --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Path (Raw):       The Marc Pease Experience --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Neg LogProb(↓):   0.841883
Path Entropy(↓):  1.217333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the vanishing american were in which languages
Start Entity:     The Vanishing American
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The Vanishing American --[directed_by]--> George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans --[in_language]--> French
Path (Raw):       The Vanishing American --[directed_by]--> George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans --[in_language]--> French
Neg LogProb(↓):   0.661481
Path Entropy(↓):  0.692770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was vinci written by
Start Entity:     Vinci
Gold Answer:      [['Juliusz Machulski']]
Predicted Ans:    Juliusz Machulski
Predicted Path:   Vinci --[written_by]--> Juliusz Machulski --[(INV) written_by]--> Vabank --[written_by]--> Juliusz Machulski
Path (Raw):       Vinci --[written_by]--> Juliusz Machulski --[(INV) written_by]--> Vabank --[written_by]--> Juliusz Machulski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film a hungarian fairy tale
Start Entity:     A Hungarian Fairy Tale
Gold Answer:      [['Gyula Gazdag']]
Predicted Ans:    Gyula Gazdag
Predicted Path:   A Hungarian Fairy Tale --[written_by]--> Gyula Gazdag --[(INV) written_by]--> A Hungarian Fairy Tale --[written_by]--> Gyula Gazdag
Path (Raw):       A Hungarian Fairy Tale --[written_by]--> Gyula Gazdag --[(INV) written_by]--> A Hungarian Fairy Tale --[written_by]--> Gyula Gazdag
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the long gray line
Start Entity:     The Long Gray Line
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Long Gray Line --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Path (Raw):       The Long Gray Line --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.623315
Path Entropy(↓):  1.426402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of playing god
Start Entity:     Playing God
Gold Answer:      [['Avenger', "Hell's Kitchen", 'Maleficent', 'The Alphabet Killer', 'Hackers', 'City of Industry', 'Made in Heaven', 'The Falcon and the Snowman', 'The Last Mimzy', 'Wanted', 'Kung Fu Panda Holiday', 'The Dark Half', 'Life or Something Like It', 'Original Sin', 'The Killing Room', 'Deterrence', "Everybody's All-American", 'The Substance of Fire', 'The Good Shepherd', 'Goats', 'Serious Moonlight', 'The Bone Collector', 'Gia', 'Salt', 'Taking Lives', 'Trust the Man', 'Return to Me', 'Phantom', 'Kalifornia', 'Kung Fu Panda', 'Taps', 'Evolution', 'The Temp', 'Beyond Borders', 'Ordinary People', 'Daniel', 'Full Frontal', 'Iceman', 'Connie and Carla', 'A Mighty Heart', 'The Joneses', 'Girl, Interrupted', 'Changeling', 'The Tourist']]
Predicted Ans:    Iceman
Predicted Path:   Playing God --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> Iceman
Path (Raw):       Playing God --[starred_actors]--> Timothy Hutton --[No Operation]--> Timothy Hutton --[(INV) starred_actors]--> Iceman
Neg LogProb(↓):   0.069197
Path Entropy(↓):  0.315398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie into the woods
Start Entity:     Into the Woods
Gold Answer:      [['Joanna Gleason', 'Bernadette Peters']]
Predicted Ans:    Joanna Gleason
Predicted Path:   Into the Woods --[starred_actors]--> Joanna Gleason --[(INV) starred_actors]--> Into the Woods --[starred_actors]--> Joanna Gleason
Path (Raw):       Into the Woods --[starred_actors]--> Joanna Gleason --[(INV) starred_actors]--> Into the Woods --[starred_actors]--> Joanna Gleason
Neg LogProb(↓):   0.164594
Path Entropy(↓):  0.536915
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of jaws 2 also starred in which movies
Start Entity:     Jaws 2
Gold Answer:      [['Sorcerer', 'Klute', 'The French Connection', 'Better Living', '52 Pick-Up', 'Still of the Night', '2010', 'The Outside Man', 'Cohen and Tate', 'The Seven-Ups', 'Marathon Man', 'Chain of Command', 'The Russia House', 'Blue Thunder', 'Jaws']]
Predicted Ans:    Marathon Man
Predicted Path:   Jaws 2 --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man
Path (Raw):       Jaws 2 --[starred_actors]--> Roy Scheider --[No Operation]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man
Neg LogProb(↓):   0.060768
Path Entropy(↓):  0.291765
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in johnny angel
Start Entity:     Johnny Angel
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Biography
Predicted Path:   Johnny Angel --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> The Babe Ruth Story --[has_genre]--> Biography
Path (Raw):       Johnny Angel --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> The Babe Ruth Story --[has_genre]--> Biography
Neg LogProb(↓):   0.122344
Path Entropy(↓):  0.544467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the company
Start Entity:     The Company
Gold Answer:      [['Robert Altman']]
Predicted Ans:    Robert Altman
Predicted Path:   The Company --[directed_by]--> Robert Altman --[(INV) directed_by]--> O.C. and Stiggs --[directed_by]--> Robert Altman
Path (Raw):       The Company --[directed_by]--> Robert Altman --[(INV) directed_by]--> O.C. and Stiggs --[directed_by]--> Robert Altman
Neg LogProb(↓):   0.167670
Path Entropy(↓):  0.726934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with hopscotch were released in which years
Start Entity:     Hopscotch
Gold Answer:      [['1962', '1976', '2009', '1960', '1992', '1982', '1965', '1967', '1987', '1974', '1984', '2007']]
Predicted Ans:    1984
Predicted Path:   Hopscotch --[written_by]--> Bryan Forbes --[(INV) written_by]--> The Naked Face --[release_year]--> 1984
Path (Raw):       Hopscotch --[written_by]--> Bryan Forbes --[(INV) written_by]--> The Naked Face --[release_year]--> 1984
Neg LogProb(↓):   0.261123
Path Entropy(↓):  0.628318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film bully
Start Entity:     Bully
Gold Answer:      [['David McKenna', 'Roger Pullis', 'Jim Schutze']]
Predicted Ans:    David McKenna
Predicted Path:   Bully --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[written_by]--> David McKenna
Path (Raw):       Bully --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[written_by]--> David McKenna
Neg LogProb(↓):   0.238064
Path Entropy(↓):  0.843960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the basketball diaries fall under
Start Entity:     The Basketball Diaries
Gold Answer:      [['Romance', 'Documentary', 'Western', 'Biography', 'Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Basketball Diaries --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Beach --[has_genre]--> Drama
Path (Raw):       The Basketball Diaries --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Beach --[has_genre]--> Drama
Neg LogProb(↓):   0.485378
Path Entropy(↓):  1.254763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for in good company
Start Entity:     In Good Company
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   In Good Company --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       In Good Company --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.594463
Path Entropy(↓):  4.574160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sheryl lee were in which languages
Start Entity:     Sheryl Lee
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Sheryl Lee --[(INV) starred_actors]--> Backbeat --[in_language]--> German
Path (Raw):       Sheryl Lee --[No Operation]--> Sheryl Lee --[(INV) starred_actors]--> Backbeat --[in_language]--> German
Neg LogProb(↓):   0.000191
Path Entropy(↓):  0.001830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by dominic murphy were written by who
Start Entity:     Dominic Murphy
Gold Answer:      [['Eddy Moretti', 'Shane Smith']]
Predicted Ans:    Eddy Moretti
Predicted Path:   Dominic Murphy --[(INV) directed_by]--> White Lightnin' --[written_by]--> Eddy Moretti
Path (Raw):       Dominic Murphy --[No Operation]--> Dominic Murphy --[(INV) directed_by]--> White Lightnin' --[written_by]--> Eddy Moretti
Neg LogProb(↓):   0.030635
Path Entropy(↓):  0.145445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by ayako yoshida
Start Entity:     Ayako Yoshida
Gold Answer:      [['Michel Comte']]
Predicted Ans:    Michel Comte
Predicted Path:   Ayako Yoshida --[(INV) starred_actors]--> The Girl from Nagasaki --[directed_by]--> Michel Comte
Path (Raw):       Ayako Yoshida --[No Operation]--> Ayako Yoshida --[(INV) starred_actors]--> The Girl from Nagasaki --[directed_by]--> Michel Comte
Neg LogProb(↓):   0.005744
Path Entropy(↓):  0.035385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by alexander klein
Start Entity:     Alexander Klein
Gold Answer:      [['George Seaton']]
Predicted Ans:    George Seaton
Predicted Path:   Alexander Klein --[(INV) written_by]--> The Counterfeit Traitor --[directed_by]--> George Seaton
Path (Raw):       Alexander Klein --[No Operation]--> Alexander Klein --[(INV) written_by]--> The Counterfeit Traitor --[directed_by]--> George Seaton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the case of the scorpion's tail also directed which movies
Start Entity:     The Case of the Scorpion's Tail
Gold Answer:      [['Your Vice Is a Locked Room and Only I Have the Key', 'Torso', 'The Suspicious Death of a Minor', 'Gambling City', 'Casablanca Express', 'All the Colors of the Dark']]
Predicted Ans:    Your Vice Is a Locked Room and Only I Have the Key
Predicted Path:   The Case of the Scorpion's Tail --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key
Path (Raw):       The Case of the Scorpion's Tail --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key --[No Operation]--> Your Vice Is a Locked Room and Only I Have the Key
Neg LogProb(↓):   0.050584
Path Entropy(↓):  0.249279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of superman ii
Start Entity:     Superman II
Gold Answer:      [['Margaret Rutherford', 'Julianne Moore', 'Gregory Peck', 'Oliver Platt', 'Jerry Stiller', 'Matthew Macfadyen', 'Alan Bates', 'Paul Walker', 'Jackie Gleason', 'Robert Shaw', 'Kiefer Sutherland', 'Karen Allen', 'Susan George', 'Sylvester Stallone', 'Gene Hackman', 'Bill Murray', 'Audrey Hepburn', 'Richard Harris', 'Charles Bronson', 'George C. Scott', 'Bernard Cribbins', 'Rene Russo', 'Elijah Wood', 'Phil Silvers', 'Danny Glover', 'The Ritz Brothers', 'David Morse', 'Billie Whitelaw', 'Oliver Reed', 'Scott Schwartz', 'Charlie Sheen', 'Brooke Adams', 'Gerard Butler', 'Zero Mostel', 'Billy Connolly', 'Ned Beatty', 'Don Ameche', 'Mitchell Ryan', 'Lee Remick', 'Malcolm McDowell', 'Ron Moody', 'Gary Busey', 'Julie Christie', 'Richard Chamberlain', 'Arthur Hill', 'Lorraine Bracco', 'Graham Greene', 'Rutger Hauer', 'Joe Pesci', 'Richard Pryor', "Frances O'Connor", 'Joss Ackland', 'Buster Keaton', 'Roy Kinnear', 'John Lennon', 'Kaye Ballard', 'Michael Crawford', 'Lee Montague', 'Matthew Broderick', 'Florinda Bolkan', 'Michelle Pfeiffer', 'David Kossoff', 'Sean Connery', 'The Beatles', 'George Harrison', 'David Warner', 'John Forsythe', 'Jack Weston', 'Rita Moreno', 'Christopher Reeve', 'Mel Gibson', 'Bruce Willis', 'Lana Turner', 'Marlon Brando', "Chris O'Donnell", 'Paul McCartney', 'James Garner', 'Liev Schreiber', 'Julia Roberts', 'Gene Kelly', 'Anouk Aimée', 'Milla Jovovich', 'Antonio Banderas', 'Jodie Foster', 'Adam Baldwin']]
Predicted Ans:    Buster Keaton
Predicted Path:   Superman II --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Path (Raw):       Superman II --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.752288
Path Entropy(↓):  1.219852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by jonathan latimer
Start Entity:     Jonathan Latimer
Gold Answer:      [['John Farrow']]
Predicted Ans:    John Farrow
Predicted Path:   Jonathan Latimer --[(INV) written_by]--> The Unholy Wife --[directed_by]--> John Farrow
Path (Raw):       Jonathan Latimer --[No Operation]--> Jonathan Latimer --[(INV) written_by]--> The Unholy Wife --[directed_by]--> John Farrow
Neg LogProb(↓):   0.019092
Path Entropy(↓):  0.096504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of the train
Start Entity:     The Train
Gold Answer:      [['Prophecy', 'Ronin', 'All Fall Down', 'The Fixer', 'Year of the Gun', 'The Holcroft Covenant', 'Grand Prix', 'The Manchurian Candidate', 'Dead Bang', 'Seven Days in May', 'The Challenge', 'The Young Savages', 'Birdman of Alcatraz', '52 Pick-Up', 'The Fourth War', 'The Island of Dr. Moreau', 'Path to War', 'The Gypsy Moths', 'Reindeer Games', 'The Iceman Cometh', 'Black Sunday', 'I Walk the Line', 'French Connection II', '99 and 44/100% Dead', 'Seconds']]
Predicted Ans:    The Train
Predicted Path:   The Train --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Train
Path (Raw):       The Train --[No Operation]--> The Train --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Train
Neg LogProb(↓):   0.619490
Path Entropy(↓):  1.249405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by agusti vila
Start Entity:     Agustí Vila
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Agustí Vila --[(INV) directed_by]--> The Mosquito Net --[has_genre]--> Drama
Path (Raw):       Agustí Vila --[No Operation]--> Agustí Vila --[(INV) directed_by]--> The Mosquito Net --[has_genre]--> Drama
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the crazies are written by who
Start Entity:     The Crazies
Gold Answer:      [['Marti Noxon', 'Gary Yates', 'James Frey', 'Jobie Hughes', 'Lee MacDougall', 'Marc Forster', 'Lisa Cholodenko', 'Miles Millar', 'Alfred Gough', 'Susannah Grant', 'Brian Helgeland', 'Greg Mclean', 'David Twohy', 'Charles Baxter', 'Roger Avary']]
Predicted Ans:    George A. Romero
Predicted Path:   The Crazies --[starred_actors]--> Will MacMillan --[(INV) starred_actors]--> The Crazies --[written_by]--> George A. Romero
Path (Raw):       The Crazies --[starred_actors]--> Will MacMillan --[(INV) starred_actors]--> The Crazies --[written_by]--> George A. Romero
Neg LogProb(↓):   0.711056
Path Entropy(↓):  0.787889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same director of affinity
Start Entity:     Affinity
Gold Answer:      [['The Turn of the Screw', 'I Capture the Castle', 'Ice Princess']]
Predicted Ans:    Affinity
Predicted Path:   Affinity --[directed_by]--> Tim Fywell --[(INV) directed_by]--> Affinity
Path (Raw):       Affinity --[No Operation]--> Affinity --[directed_by]--> Tim Fywell --[(INV) directed_by]--> Affinity
Neg LogProb(↓):   0.167508
Path Entropy(↓):  0.511243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor john ortiz starred together with who
Start Entity:     John Ortiz
Gold Answer:      [['Philip Seymour Hoffman']]
Predicted Ans:    Philip Seymour Hoffman
Predicted Path:   John Ortiz --[(INV) starred_actors]--> Jack Goes Boating --[starred_actors]--> Philip Seymour Hoffman
Path (Raw):       John Ortiz --[No Operation]--> John Ortiz --[(INV) starred_actors]--> Jack Goes Boating --[starred_actors]--> Philip Seymour Hoffman
Neg LogProb(↓):   0.001096
Path Entropy(↓):  0.008561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of black sabbath
Start Entity:     Black Sabbath
Gold Answer:      [['Mario Bava']]
Predicted Ans:    Mario Bava
Predicted Path:   Black Sabbath --[written_by]--> Mario Bava --[(INV) written_by]--> Black Sabbath --[written_by]--> Mario Bava
Path (Raw):       Black Sabbath --[written_by]--> Mario Bava --[(INV) written_by]--> Black Sabbath --[written_by]--> Mario Bava
Neg LogProb(↓):   0.000909
Path Entropy(↓):  0.007355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by arturo barba
Start Entity:     Arturo Barba
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Arturo Barba --[(INV) starred_actors]--> Efectos secundarios --[release_year]--> 2006
Path (Raw):       Arturo Barba --[No Operation]--> Arturo Barba --[(INV) starred_actors]--> Efectos secundarios --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of children of invention
Start Entity:     Children of Invention
Gold Answer:      [['Tze Chun']]
Predicted Ans:    Tze Chun
Predicted Path:   Children of Invention --[written_by]--> Tze Chun --[(INV) written_by]--> Cold Comes the Night --[directed_by]--> Tze Chun
Path (Raw):       Children of Invention --[written_by]--> Tze Chun --[(INV) written_by]--> Cold Comes the Night --[directed_by]--> Tze Chun
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to unstrung heroes
Start Entity:     Unstrung Heroes
Gold Answer:      [['diane keaton']]
Predicted Ans:    diane keaton
Predicted Path:   Unstrung Heroes --[written_by]--> Franz Lidz --[(INV) written_by]--> Unstrung Heroes --[has_tags]--> diane keaton
Path (Raw):       Unstrung Heroes --[written_by]--> Franz Lidz --[(INV) written_by]--> Unstrung Heroes --[has_tags]--> diane keaton
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the man who shot liberty valance director
Start Entity:     The Man Who Shot Liberty Valance
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', "Eugene O'Neill", 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Sy Gomberg', 'Winston Miller', 'James Gould Cozzens', 'Richard Llewellyn', 'Walter D. Edmonds', 'Roy Huggins', 'Frank S. Nugent', "Liam O'Flaherty", 'James Warner Bellah', 'Maxwell Anderson', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Philip MacDonald', 'Robert Riskin', 'Maurice Walsh', 'Will Cook', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Dan Gordon', 'Garrett Fort', "Sean O'Casey", 'John McCormick', 'William L. White', 'Graham Greene', 'Thomas Heggen', 'Norah Lofts', 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Marty Maher']]
Predicted Ans:    James Warner Bellah
Predicted Path:   The Man Who Shot Liberty Valance --[directed_by]--> John Ford --[(INV) directed_by]--> Rio Grande --[written_by]--> James Warner Bellah
Path (Raw):       The Man Who Shot Liberty Valance --[directed_by]--> John Ford --[(INV) directed_by]--> Rio Grande --[written_by]--> James Warner Bellah
Neg LogProb(↓):   2.290741
Path Entropy(↓):  3.477158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter arthur bernede co - wrote films with who
Start Entity:     Arthur Bernède
Gold Answer:      [['Louis Feuillade']]
Predicted Ans:    Arthur Bernède
Predicted Path:   Arthur Bernède --[(INV) written_by]--> Judex --[written_by]--> Arthur Bernède
Path (Raw):       Arthur Bernède --[No Operation]--> Arthur Bernède --[(INV) written_by]--> Judex --[written_by]--> Arthur Bernède
Neg LogProb(↓):   1.386375
Path Entropy(↓):  1.387133
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies written by superbad writers release
Start Entity:     Superbad
Gold Answer:      [['1998', '2008', '2014', '2012', '2011', '2013']]
Predicted Ans:    2014
Predicted Path:   Superbad --[written_by]--> Evan Goldberg --[(INV) written_by]--> The Interview --[release_year]--> 2014
Path (Raw):       Superbad --[written_by]--> Evan Goldberg --[(INV) written_by]--> The Interview --[release_year]--> 2014
Neg LogProb(↓):   0.922037
Path Entropy(↓):  1.531769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the blue room
Start Entity:     The Blue Room
Gold Answer:      [['On Tour']]
Predicted Ans:    On Tour
Predicted Path:   The Blue Room --[written_by]--> Mathieu Amalric --[(INV) written_by]--> On Tour
Path (Raw):       The Blue Room --[No Operation]--> The Blue Room --[written_by]--> Mathieu Amalric --[(INV) written_by]--> On Tour
Neg LogProb(↓):   0.139268
Path Entropy(↓):  0.426674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of house by the river
Start Entity:     House by the River
Gold Answer:      [['Cloak and Dagger', 'The Return of Frank James', 'Rancho Notorious', 'Liliom', 'While the City Sleeps', 'Hangmen Also Die!', 'Scarlet Street', 'Human Desire', 'The Woman in the Window', 'You and Me', 'The Testament of Dr. Mabuse', 'Western Union', 'The Big Heat', 'Moonfleet', 'Ministry of Fear', 'Moontide', 'Destiny', 'Metropolis', 'Clash by Night', 'You Only Live Once', 'Beyond a Reasonable Doubt', 'M', 'The Blue Gardenia', 'Woman in the Moon', 'Fury', 'Man Hunt']]
Predicted Ans:    Man Hunt
Predicted Path:   House by the River --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt
Path (Raw):       House by the River --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[No Operation]--> Man Hunt
Neg LogProb(↓):   0.461456
Path Entropy(↓):  1.400594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by george abbott
Start Entity:     George Abbott
Gold Answer:      [['Doris Day']]
Predicted Ans:    Doris Day
Predicted Path:   George Abbott --[(INV) directed_by]--> The Pajama Game --[starred_actors]--> Doris Day
Path (Raw):       George Abbott --[No Operation]--> George Abbott --[(INV) directed_by]--> The Pajama Game --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film angels of the universe
Start Entity:     Angels of the Universe
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Angels of the Universe --[in_language]--> Icelandic --[(INV) in_language]--> The Deep --[in_language]--> Icelandic
Path (Raw):       Angels of the Universe --[in_language]--> Icelandic --[(INV) in_language]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.054098
Path Entropy(↓):  0.237048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ana torrent were in which languages
Start Entity:     Ana Torrent
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Ana Torrent --[(INV) starred_actors]--> Vacas --[in_language]--> Spanish
Path (Raw):       Ana Torrent --[No Operation]--> Ana Torrent --[(INV) starred_actors]--> Vacas --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter herbert baker
Start Entity:     Herbert Baker
Gold Answer:      [['Wendell Corey', 'Lizabeth Scott', 'Dom DeLuise', 'Betta St. John', 'Jayne Mansfield', 'Cary Grant', 'Elvis Presley', 'Tom Ewell', "Edmond O'Brien", 'Walter Pidgeon', 'Julie London', 'Tony Curtis', 'Deborah Kerr', 'Mae West', 'Timothy Dalton']]
Predicted Ans:    Jayne Mansfield
Predicted Path:   Herbert Baker --[(INV) written_by]--> The Girl Can't Help It --[starred_actors]--> Jayne Mansfield
Path (Raw):       Herbert Baker --[No Operation]--> Herbert Baker --[(INV) written_by]--> The Girl Can't Help It --[starred_actors]--> Jayne Mansfield
Neg LogProb(↓):   0.066675
Path Entropy(↓):  0.251192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was rowland brown the writer of
Start Entity:     Rowland Brown
Gold Answer:      [['The Doorway to Hell', 'What Price Hollywood?', 'Angels with Dirty Faces', "Hell's Highway"]]
Predicted Ans:    What Price Hollywood?
Predicted Path:   Rowland Brown --[(INV) written_by]--> What Price Hollywood? --[written_by]--> Gene Fowler --[(INV) written_by]--> What Price Hollywood?
Path (Raw):       Rowland Brown --[(INV) written_by]--> What Price Hollywood? --[written_by]--> Gene Fowler --[(INV) written_by]--> What Price Hollywood?
Neg LogProb(↓):   0.708343
Path Entropy(↓):  1.493999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film cq were in which genres
Start Entity:     CQ
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   CQ --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> Jean de Florette --[has_genre]--> Drama
Path (Raw):       CQ --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> Jean de Florette --[has_genre]--> Drama
Neg LogProb(↓):   0.694568
Path Entropy(↓):  1.499440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director rich moore
Start Entity:     Rich Moore
Gold Answer:      [['John C. Reilly', 'Jane Lynch', 'Sarah Silverman', 'Jack McBrayer']]
Predicted Ans:    Jane Lynch
Predicted Path:   Rich Moore --[(INV) directed_by]--> Wreck-It Ralph --[starred_actors]--> Jane Lynch
Path (Raw):       Rich Moore --[No Operation]--> Rich Moore --[(INV) directed_by]--> Wreck-It Ralph --[starred_actors]--> Jane Lynch
Neg LogProb(↓):   0.037505
Path Entropy(↓):  0.184397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in paris belongs to us
Start Entity:     Paris Belongs to Us
Gold Answer:      [['Betty Schneider']]
Predicted Ans:    Betty Schneider
Predicted Path:   Paris Belongs to Us --[starred_actors]--> Betty Schneider --[(INV) starred_actors]--> Paris Belongs to Us --[starred_actors]--> Betty Schneider
Path (Raw):       Paris Belongs to Us --[starred_actors]--> Betty Schneider --[(INV) starred_actors]--> Paris Belongs to Us --[starred_actors]--> Betty Schneider
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in murphy's war
Start Entity:     Murphy's War
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Murphy's War --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Path (Raw):       Murphy's War --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[in_language]--> English
Neg LogProb(↓):   0.000275
Path Entropy(↓):  0.002773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie remember the day are directed by who
Start Entity:     Remember the Day
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'Cecil B. DeMille', 'Les Mayfield', 'Chester Erskine', 'John Byrum', 'Preston Sturges', 'Jean Negulesco', 'John M. Stahl', 'John Ford', 'Dorothy Arzner', 'Frank Lloyd', 'Daniela Thomas', 'Frank Capra', 'Douglas Sirk', 'Ernst Lubitsch', 'Wesley Ruggles', 'Mitchell Leisen', 'Walter Salles', 'George Seaton', 'Jack Conway', 'Eduardo Mignogna', 'Phil Karlson', 'Joseph L. Mankiewicz', 'H. Bruce Humberstone', 'Mark Sandrich']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Remember the Day --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Remember the Day --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.235726
Path Entropy(↓):  0.863128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of erika bok starred movies
Start Entity:     Erika Bók
Gold Answer:      [['Béla Tarr', 'Ágnes Hranitzky']]
Predicted Ans:    Béla Tarr
Predicted Path:   Erika Bók --[(INV) starred_actors]--> The Turin Horse --[directed_by]--> Béla Tarr
Path (Raw):       Erika Bók --[No Operation]--> Erika Bók --[(INV) starred_actors]--> The Turin Horse --[directed_by]--> Béla Tarr
Neg LogProb(↓):   0.347773
Path Entropy(↓):  0.605472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in fahrenheit 9 / 11
Start Entity:     Fahrenheit 9/11
Gold Answer:      [['George W. Bush']]
Predicted Ans:    George W. Bush
Predicted Path:   Fahrenheit 9/11 --[starred_actors]--> George W. Bush --[(INV) starred_actors]--> Journeys with George --[starred_actors]--> George W. Bush
Path (Raw):       Fahrenheit 9/11 --[starred_actors]--> George W. Bush --[(INV) starred_actors]--> Journeys with George --[starred_actors]--> George W. Bush
Neg LogProb(↓):   0.006153
Path Entropy(↓):  0.041542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of child's play were directed by who
Start Entity:     Child's Play
Gold Answer:      [['Richard Franklin', 'Craig Gillespie', 'Don Mancini', 'Tom Holland', 'Ronny Yu', 'John Lafia', 'Philippe Mora']]
Predicted Ans:    Tom Holland
Predicted Path:   Child's Play --[written_by]--> Tom Holland --[(INV) written_by]--> Fright Night --[directed_by]--> Tom Holland
Path (Raw):       Child's Play --[written_by]--> Tom Holland --[(INV) written_by]--> Fright Night --[directed_by]--> Tom Holland
Neg LogProb(↓):   1.025534
Path Entropy(↓):  1.164369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of things to do in denver when you're dead
Start Entity:     Things to Do in Denver When You're Dead
Gold Answer:      [['The Legend of the Lone Ranger', 'Walk Like a Man', 'Back to the Future', "Goin' South", 'Anastasia', 'The Dream Team', 'Alice in Wonderland', 'Back to the Future Part III', 'Baby Geniuses', 'Angels in the Outfield', 'Rent-a-Kid', 'Piranha 3D', 'Suburban Commando', 'Back to the Future Part II', 'Who Framed Roger Rabbit', 'My Favorite Martian', 'Addams Family Values', 'Clue']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Things to Do in Denver When You're Dead --[starred_actors]--> Christopher Lloyd --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Things to Do in Denver When You're Dead --[No Operation]--> Things to Do in Denver When You're Dead --[starred_actors]--> Christopher Lloyd --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.102753
Path Entropy(↓):  0.450819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by noel black were in which genres
Start Entity:     Noel Black
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Noel Black --[(INV) directed_by]--> Pretty Poison --[has_genre]--> Crime
Path (Raw):       Noel Black --[No Operation]--> Noel Black --[(INV) directed_by]--> Pretty Poison --[has_genre]--> Crime
Neg LogProb(↓):   0.003148
Path Entropy(↓):  0.021252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does alter egos fall under
Start Entity:     Alter Egos
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alter Egos --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Alter Egos --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.252150
Path Entropy(↓):  4.336014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with james earl jones
Start Entity:     James Earl Jones
Gold Answer:      [['Anjelica Huston', 'Arnold Schwarzenegger', 'Kevin Pollak', 'Valeria Golino', 'Phillip Rhee', 'Faye Dunaway', 'Red Buttons', 'James Caan', 'C. Thomas Howell', 'Matthew Broderick', 'Eddie Murphy', 'Jonathan Taylor Thomas', 'Dana Carvey', 'Nick Nolte', 'Jane Alexander', 'Martin Short', 'John Amos', 'Richard Gere', 'Eric Roberts', 'Phil Hartman', 'Jeremy Irons', 'Diahann Carroll', 'Irma P. Hall', 'Emily Lloyd', 'Sidney Poitier', 'Emma Suárez', 'Arsenio Hall', 'Rachel Nichols', 'Bill Pullman', 'Henry Silva', 'Bill Cosby', 'Patrick Stewart', 'Robert Duvall', 'Eugene Levy', 'Sharon Stone', 'Sarah Rowland Doroff', 'Richard Harris', 'Ron Perlman', 'Megan Gallagher', 'Stephen Lang', 'Richard Chamberlain', 'Rae Dawn Chong', 'Canada Lee', 'Charles Carson', 'Samuel L. Jackson', 'Denholm Elliott', 'Miguel Ferrer', 'Carmelo Gómez', 'Jodie Foster', 'Jason Momoa', 'Arye Gross']]
Predicted Ans:    Patrick Stewart
Predicted Path:   James Earl Jones --[(INV) starred_actors]--> Earth --[starred_actors]--> Patrick Stewart
Path (Raw):       James Earl Jones --[No Operation]--> James Earl Jones --[(INV) starred_actors]--> Earth --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   0.553707
Path Entropy(↓):  1.465865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by daeg faerch were released in which years
Start Entity:     Daeg Faerch
Gold Answer:      [['1978', '2007']]
Predicted Ans:    2007
Predicted Path:   Daeg Faerch --[(INV) starred_actors]--> Halloween --[release_year]--> 2007
Path (Raw):       Daeg Faerch --[No Operation]--> Daeg Faerch --[(INV) starred_actors]--> Halloween --[release_year]--> 2007
Neg LogProb(↓):   0.660365
Path Entropy(↓):  0.692677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ehud yonay starred which actors
Start Entity:     Ehud Yonay
Gold Answer:      [['Kelly McGillis', 'Tom Cruise', 'Anthony Edwards', 'Val Kilmer']]
Predicted Ans:    Val Kilmer
Predicted Path:   Ehud Yonay --[(INV) written_by]--> Top Gun --[starred_actors]--> Val Kilmer
Path (Raw):       Ehud Yonay --[No Operation]--> Ehud Yonay --[(INV) written_by]--> Top Gun --[starred_actors]--> Val Kilmer
Neg LogProb(↓):   0.284439
Path Entropy(↓):  0.573812
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Chris weitz was the director of which films
Start Entity:     Chris Weitz
Gold Answer:      [['American Pie', 'The Golden Compass', 'A Better Life', 'About a Boy']]
Predicted Ans:    About a Boy
Predicted Path:   Chris Weitz --[(INV) directed_by]--> American Pie --[directed_by]--> Chris Weitz --[(INV) directed_by]--> About a Boy
Path (Raw):       Chris Weitz --[(INV) directed_by]--> American Pie --[directed_by]--> Chris Weitz --[(INV) directed_by]--> About a Boy
Neg LogProb(↓):   1.139141
Path Entropy(↓):  1.687856
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of never die alone
Start Entity:     Never Die Alone
Gold Answer:      [['Ernest R. Dickerson']]
Predicted Ans:    Ernest R. Dickerson
Predicted Path:   Never Die Alone --[directed_by]--> Ernest R. Dickerson --[(INV) directed_by]--> Juice --[directed_by]--> Ernest R. Dickerson
Path (Raw):       Never Die Alone --[directed_by]--> Ernest R. Dickerson --[(INV) directed_by]--> Juice --[directed_by]--> Ernest R. Dickerson
Neg LogProb(↓):   0.016651
Path Entropy(↓):  0.087044
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in troll 2
Start Entity:     Troll 2
Gold Answer:      [['George Hardy', 'Margo Prey', 'Michael Stephenson']]
Predicted Ans:    George Hardy
Predicted Path:   Troll 2 --[starred_actors]--> George Hardy --[(INV) starred_actors]--> Troll 2 --[starred_actors]--> George Hardy
Path (Raw):       Troll 2 --[starred_actors]--> George Hardy --[(INV) starred_actors]--> Troll 2 --[starred_actors]--> George Hardy
Neg LogProb(↓):   0.553308
Path Entropy(↓):  1.369375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did geoffrey wright direct
Start Entity:     Geoffrey Wright
Gold Answer:      [['Romper Stomper', 'Cherry Falls']]
Predicted Ans:    Romper Stomper
Predicted Path:   Geoffrey Wright --[(INV) directed_by]--> Romper Stomper --[directed_by]--> Geoffrey Wright --[(INV) directed_by]--> Romper Stomper
Path (Raw):       Geoffrey Wright --[(INV) directed_by]--> Romper Stomper --[directed_by]--> Geoffrey Wright --[(INV) directed_by]--> Romper Stomper
Neg LogProb(↓):   0.378915
Path Entropy(↓):  0.792118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of deadheads was who
Start Entity:     Deadheads
Gold Answer:      [['Brett Pierce', 'Drew T. Pierce']]
Predicted Ans:    Brett Pierce
Predicted Path:   Deadheads --[directed_by]--> Drew T. Pierce --[(INV) directed_by]--> Deadheads --[directed_by]--> Brett Pierce
Path (Raw):       Deadheads --[directed_by]--> Drew T. Pierce --[(INV) directed_by]--> Deadheads --[directed_by]--> Brett Pierce
Neg LogProb(↓):   0.937727
Path Entropy(↓):  1.183417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of daddy day care
Start Entity:     Daddy Day Care
Gold Answer:      [['Rebound', 'Are We Done Yet?', 'Movie 43', 'Next Friday', 'Dr. Dolittle 2']]
Predicted Ans:    Dr. Dolittle 2
Predicted Path:   Daddy Day Care --[directed_by]--> Steve Carr --[(INV) directed_by]--> Dr. Dolittle 2
Path (Raw):       Daddy Day Care --[directed_by]--> Steve Carr --[(INV) directed_by]--> Dr. Dolittle 2 --[No Operation]--> Dr. Dolittle 2
Neg LogProb(↓):   0.196546
Path Entropy(↓):  0.595356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of something of value
Start Entity:     Something of Value
Gold Answer:      [['June Allyson', 'Robert Keith', 'Yul Brynner', 'José Ferrer', 'Van Johnson', 'Richard Kiley', 'Cary Grant', 'Ernest Borgnine', 'Walter Pidgeon', 'Lloyd Bridges', 'Elizabeth Taylor', "Peter O'Toole", 'Robert Webber', 'Candice Bergen', 'Paul Stewart', 'Diane Keaton', 'Richard Widmark', 'Donna Reed', 'Goldie Hawn', 'Warren Beatty', 'Tuesday Weld', 'Karl Malden', 'Ben Johnson', 'Shirley Jones', 'Debbie Reynolds', 'Bette Davis', 'Lee Marvin', 'Woody Strode', 'Robert Ryan', 'Paul Newman', 'Gene Hackman', 'Barry Fitzgerald', 'Burt Lancaster', 'Ed Begley', 'Geraldine Page', 'Sean Connery', 'Scott Wilson', 'Gert Fröbe', 'Eli Wallach', 'Jean Simmons', 'John Forsythe', 'James Coburn', 'Humphrey Bogart', 'Robert Blake', 'Keenan Wynn', 'Shirley Knight', 'James Mason', 'Burl Ives', 'Arthur Kennedy']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Something of Value --[directed_by]--> Richard Brooks --[(INV) directed_by]--> The Professionals --[starred_actors]--> Burt Lancaster
Path (Raw):       Something of Value --[directed_by]--> Richard Brooks --[(INV) directed_by]--> The Professionals --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   1.573564
Path Entropy(↓):  2.461796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of and the ship sails on
Start Entity:     And the Ship Sails On
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   And the Ship Sails On --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       And the Ship Sails On --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.467056
Path Entropy(↓):  3.845584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films living in oblivion are written by who
Start Entity:     Living in Oblivion
Gold Answer:      [['Tom DiCillo']]
Predicted Ans:    Tom DiCillo
Predicted Path:   Living in Oblivion --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Delirious --[written_by]--> Tom DiCillo
Path (Raw):       Living in Oblivion --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Delirious --[written_by]--> Tom DiCillo
Neg LogProb(↓):   0.049694
Path Entropy(↓):  0.208153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film my sister eileen
Start Entity:     My Sister Eileen
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   My Sister Eileen --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       My Sister Eileen --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   4.085821
Path Entropy(↓):  5.187539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of forbidden games
Start Entity:     Forbidden Games
Gold Answer:      [['The Damned', 'Is Paris Burning?', 'Gervaise', 'The Deadly Trap', 'Purple Noon']]
Predicted Ans:    The Damned
Predicted Path:   Forbidden Games --[directed_by]--> René Clément --[(INV) directed_by]--> The Damned
Path (Raw):       Forbidden Games --[directed_by]--> René Clément --[(INV) directed_by]--> The Damned --[No Operation]--> The Damned
Neg LogProb(↓):   0.208286
Path Entropy(↓):  0.604617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie marnie
Start Entity:     Marnie
Gold Answer:      [['Jay Presson Allen', 'Winston Graham']]
Predicted Ans:    Jay Presson Allen
Predicted Path:   Marnie --[written_by]--> Winston Graham --[(INV) written_by]--> Marnie --[written_by]--> Jay Presson Allen
Path (Raw):       Marnie --[written_by]--> Winston Graham --[(INV) written_by]--> Marnie --[written_by]--> Jay Presson Allen
Neg LogProb(↓):   0.347132
Path Entropy(↓):  0.780315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of teeth
Start Entity:     Teeth
Gold Answer:      [['Happy Tears']]
Predicted Ans:    Teeth
Predicted Path:   Teeth --[directed_by]--> Mitchell Lichtenstein --[(INV) directed_by]--> Teeth
Path (Raw):       Teeth --[No Operation]--> Teeth --[directed_by]--> Mitchell Lichtenstein --[(INV) directed_by]--> Teeth
Neg LogProb(↓):   0.029319
Path Entropy(↓):  0.130877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies starred by buddy actors release
Start Entity:     Buddy
Gold Answer:      [['1995', '1998', '1968', '1950', '1990', '1992', '2005', '1993', '1991', '1996', '1999', '2002', '1986']]
Predicted Ans:    1993
Predicted Path:   Buddy --[starred_actors]--> Robbie Coltrane --[(INV) starred_actors]--> The Adventures of Huck Finn --[release_year]--> 1993
Path (Raw):       Buddy --[starred_actors]--> Robbie Coltrane --[(INV) starred_actors]--> The Adventures of Huck Finn --[release_year]--> 1993
Neg LogProb(↓):   0.490244
Path Entropy(↓):  0.822918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in standing in the shadows of motown
Start Entity:     Standing in the Shadows of Motown
Gold Answer:      [['Bob Babbitt', 'Jack Ashford']]
Predicted Ans:    Bob Babbitt
Predicted Path:   Standing in the Shadows of Motown --[starred_actors]--> Bob Babbitt --[(INV) starred_actors]--> Standing in the Shadows of Motown --[starred_actors]--> Bob Babbitt
Path (Raw):       Standing in the Shadows of Motown --[starred_actors]--> Bob Babbitt --[(INV) starred_actors]--> Standing in the Shadows of Motown --[starred_actors]--> Bob Babbitt
Neg LogProb(↓):   0.014869
Path Entropy(↓):  0.086343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of something to talk about
Start Entity:     Something to Talk About
Gold Answer:      [['Sandra Bullock']]
Predicted Ans:    Sandra Bullock
Predicted Path:   Something to Talk About --[written_by]--> Callie Khouri --[(INV) written_by]--> Divine Secrets of the Ya-Ya Sisterhood --[starred_actors]--> Sandra Bullock
Path (Raw):       Something to Talk About --[written_by]--> Callie Khouri --[(INV) written_by]--> Divine Secrets of the Ya-Ya Sisterhood --[starred_actors]--> Sandra Bullock
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robert prosky were released in which years
Start Entity:     Robert Prosky
Gold Answer:      [['1983', '1987']]
Predicted Ans:    1987
Predicted Path:   Robert Prosky --[(INV) starred_actors]--> Broadcast News --[release_year]--> 1987
Path (Raw):       Robert Prosky --[No Operation]--> Robert Prosky --[(INV) starred_actors]--> Broadcast News --[release_year]--> 1987
Neg LogProb(↓):   0.006707
Path Entropy(↓):  0.040140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie stroker ace were released in which years
Start Entity:     Stroker Ace
Gold Answer:      [['1980', '2008', '1993', '1985', '1979', '1974', '1984', '1977', '2004', '1982', '1973', '1994', '1983', '1976', '1972', '1989', '1996', '1981', '2012', '2011', '1988', '1978', '2000', '1975', '1966', '2005', '1999', '1987', '1969']]
Predicted Ans:    1972
Predicted Path:   Stroker Ace --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Path (Raw):       Stroker Ace --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Neg LogProb(↓):   1.044012
Path Entropy(↓):  2.112192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by aleksey popogrebskiy
Start Entity:     Aleksey Popogrebskiy
Gold Answer:      [['Boris Khlebnikov']]
Predicted Ans:    Aleksey Popogrebskiy
Predicted Path:   Aleksey Popogrebskiy --[(INV) directed_by]--> Roads to Koktebel --[directed_by]--> Aleksey Popogrebskiy
Path (Raw):       Aleksey Popogrebskiy --[No Operation]--> Aleksey Popogrebskiy --[(INV) directed_by]--> Roads to Koktebel --[directed_by]--> Aleksey Popogrebskiy
Neg LogProb(↓):   0.212404
Path Entropy(↓):  0.489712
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in the flim - flam man
Start Entity:     The Flim-Flam Man
Gold Answer:      [['Family', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Flim-Flam Man --[starred_actors]--> Harry Morgan --[(INV) starred_actors]--> The Flim-Flam Man --[has_genre]--> Comedy
Path (Raw):       The Flim-Flam Man --[starred_actors]--> Harry Morgan --[(INV) starred_actors]--> The Flim-Flam Man --[has_genre]--> Comedy
Neg LogProb(↓):   1.513314
Path Entropy(↓):  1.761493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by catherine breillat were in which languages
Start Entity:     Catherine Breillat
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Catherine Breillat --[(INV) directed_by]--> Bluebeard --[in_language]--> French
Path (Raw):       Catherine Breillat --[No Operation]--> Catherine Breillat --[(INV) directed_by]--> Bluebeard --[in_language]--> French
Neg LogProb(↓):   0.000260
Path Entropy(↓):  0.002586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the sword and the rose also wrote which films
Start Entity:     The Sword and the Rose
Gold Answer:      [['The Great Locomotive Chase', "Darby O'Gill and the Little People", 'On Borrowed Time', 'The Story of Robin Hood and His Merrie Men']]
Predicted Ans:    The Sword and the Rose
Predicted Path:   The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> The Sword and the Rose
Path (Raw):       The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> The Sword and the Rose --[No Operation]--> The Sword and the Rose
Neg LogProb(↓):   0.550021
Path Entropy(↓):  1.061559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you give a few words describing what looking for richard is about
Start Entity:     Looking for Richard
Gold Answer:      [['shakespeare', 'al pacino']]
Predicted Ans:    shakespeare
Predicted Path:   Looking for Richard --[has_tags]--> shakespeare --[(INV) has_tags]--> Anonymous --[has_tags]--> shakespeare
Path (Raw):       Looking for Richard --[has_tags]--> shakespeare --[(INV) has_tags]--> Anonymous --[has_tags]--> shakespeare
Neg LogProb(↓):   0.423158
Path Entropy(↓):  0.747329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie small town girl released
Start Entity:     Small Town Girl
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Small Town Girl --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       Small Town Girl --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   1.892159
Path Entropy(↓):  3.259960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of mademoiselle chambon also directed which films
Start Entity:     Mademoiselle Chambon
Gold Answer:      [['Not Here to Be Loved']]
Predicted Ans:    Mademoiselle Chambon
Predicted Path:   Mademoiselle Chambon --[directed_by]--> Stéphane Brizé --[(INV) directed_by]--> Mademoiselle Chambon
Path (Raw):       Mademoiselle Chambon --[directed_by]--> Stéphane Brizé --[(INV) directed_by]--> Mademoiselle Chambon --[No Operation]--> Mademoiselle Chambon
Neg LogProb(↓):   0.178366
Path Entropy(↓):  0.445232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share writers with the movie sleeping with other people were in which genres
Start Entity:     Sleeping with Other People
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sleeping with Other People --[written_by]--> Leslye Headland --[(INV) written_by]--> Bachelorette --[has_genre]--> Comedy
Path (Raw):       Sleeping with Other People --[written_by]--> Leslye Headland --[(INV) written_by]--> Bachelorette --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the happy time
Start Entity:     The Happy Time
Gold Answer:      [['Louis Jourdan', 'Charles Boyer', 'Bobby Driscoll']]
Predicted Ans:    Charles Boyer
Predicted Path:   The Happy Time --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Liliom --[starred_actors]--> Charles Boyer
Path (Raw):       The Happy Time --[starred_actors]--> Charles Boyer --[(INV) starred_actors]--> Liliom --[starred_actors]--> Charles Boyer
Neg LogProb(↓):   0.012974
Path Entropy(↓):  0.082209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is drillbit taylor in
Start Entity:     Drillbit Taylor
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Drillbit Taylor --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Drillbit Taylor --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.447286
Path Entropy(↓):  4.480256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by hour of the wolf actors
Start Entity:     Hour of the Wolf
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Hour of the Wolf --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       Hour of the Wolf --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.545523
Path Entropy(↓):  1.330151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of faraway, so close!
Start Entity:     Faraway, So Close!
Gold Answer:      [['Buena Vista Social Club', 'Land of Plenty', 'Palermo Shooting', 'The American Friend', 'Until the End of the World', 'Beyond the Clouds', 'Pina', "Don't Come Knocking", 'Kings of the Road', "The Goalie's Anxiety at the Penalty Kick", 'The End of Violence', 'The Scarlet Letter', 'Lisbon Story', 'The Salt of the Earth', 'Wings of Desire', 'Room 666', 'Alice in the Cities', 'The State of Things', 'Tokyo-Ga', 'City of Angels']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   Faraway, So Close! --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds
Path (Raw):       Faraway, So Close! --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[No Operation]--> Beyond the Clouds
Neg LogProb(↓):   0.386997
Path Entropy(↓):  1.293780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of the triumph of love
Start Entity:     The Triumph of Love
Gold Answer:      [['Rough Magic']]
Predicted Ans:    The Triumph of Love
Predicted Path:   The Triumph of Love --[directed_by]--> Clare Peploe --[(INV) directed_by]--> The Triumph of Love
Path (Raw):       The Triumph of Love --[No Operation]--> The Triumph of Love --[directed_by]--> Clare Peploe --[(INV) directed_by]--> The Triumph of Love
Neg LogProb(↓):   0.368502
Path Entropy(↓):  0.723831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who in the world wrote cthulhu
Start Entity:     Cthulhu
Gold Answer:      [['Dan Gildark', 'Grant Cogswell']]
Predicted Ans:    Dan Gildark
Predicted Path:   Cthulhu --[written_by]--> Dan Gildark --[(INV) written_by]--> Cthulhu --[written_by]--> Dan Gildark
Path (Raw):       Cthulhu --[written_by]--> Dan Gildark --[(INV) written_by]--> Cthulhu --[written_by]--> Dan Gildark
Neg LogProb(↓):   0.621155
Path Entropy(↓):  1.144064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by michael lucas
Start Entity:     Michael Lucas
Gold Answer:      [['Victor Mignatti']]
Predicted Ans:    Victor Mignatti
Predicted Path:   Michael Lucas --[(INV) starred_actors]--> Broadway Damage --[directed_by]--> Victor Mignatti
Path (Raw):       Michael Lucas --[No Operation]--> Michael Lucas --[(INV) starred_actors]--> Broadway Damage --[directed_by]--> Victor Mignatti
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the mission in a few words
Start Entity:     The Mission
Gold Answer:      [['johnnie to']]
Predicted Ans:    missionary
Predicted Path:   The Mission --[has_tags]--> missionary --[(INV) has_tags]--> The Mission --[has_tags]--> missionary
Path (Raw):       The Mission --[has_tags]--> missionary --[(INV) has_tags]--> The Mission --[has_tags]--> missionary
Neg LogProb(↓):   0.000124
Path Entropy(↓):  0.001329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies acted by michele garcia
Start Entity:     Michèle Garcia
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Michèle Garcia --[(INV) starred_actors]--> Monsieur Batignole --[in_language]--> French
Path (Raw):       Michèle Garcia --[No Operation]--> Michèle Garcia --[(INV) starred_actors]--> Monsieur Batignole --[in_language]--> French
Neg LogProb(↓):   0.007605
Path Entropy(↓):  0.044539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about economics
Start Entity:     economics
Gold Answer:      [['A Beautiful Mind', 'Freakonomics', 'Four Horsemen']]
Predicted Ans:    Freakonomics
Predicted Path:   economics --[(INV) has_tags]--> Freakonomics --[has_tags]--> economics --[(INV) has_tags]--> Freakonomics
Path (Raw):       economics --[(INV) has_tags]--> Freakonomics --[has_tags]--> economics --[(INV) has_tags]--> Freakonomics
Neg LogProb(↓):   1.062015
Path Entropy(↓):  1.354650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of container
Start Entity:     Container
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Container --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> Together --[has_genre]--> Comedy
Path (Raw):       Container --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> Together --[has_genre]--> Comedy
Neg LogProb(↓):   0.728524
Path Entropy(↓):  0.974319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by martha writers
Start Entity:     Martha
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Martha --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid --[in_language]--> French
Path (Raw):       Martha --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid --[in_language]--> French
Neg LogProb(↓):   0.013117
Path Entropy(↓):  0.074257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the mark of zorro starred who
Start Entity:     The Mark of Zorro
Gold Answer:      [['Gale Sondergaard', 'Basil Rathbone', 'Tyrone Power', 'Linda Darnell']]
Predicted Ans:    Basil Rathbone
Predicted Path:   The Mark of Zorro --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Path (Raw):       The Mark of Zorro --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.613832
Path Entropy(↓):  1.004938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was road to perdition released
Start Entity:     Road to Perdition
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Road to Perdition --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Path (Raw):       Road to Perdition --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Neg LogProb(↓):   2.102995
Path Entropy(↓):  3.932041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for hearts in atlantis
Start Entity:     Hearts in Atlantis
Gold Answer:      [['Scott Hicks']]
Predicted Ans:    Scott Hicks
Predicted Path:   Hearts in Atlantis --[directed_by]--> Scott Hicks --[(INV) directed_by]--> The Boys Are Back --[directed_by]--> Scott Hicks
Path (Raw):       Hearts in Atlantis --[directed_by]--> Scott Hicks --[(INV) directed_by]--> The Boys Are Back --[directed_by]--> Scott Hicks
Neg LogProb(↓):   0.022832
Path Entropy(↓):  0.126093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jennifer saunders starred movies
Start Entity:     Jennifer Saunders
Gold Answer:      [['Brian Henson']]
Predicted Ans:    Brian Henson
Predicted Path:   Jennifer Saunders --[(INV) starred_actors]--> Muppet Treasure Island --[directed_by]--> Brian Henson
Path (Raw):       Jennifer Saunders --[No Operation]--> Jennifer Saunders --[(INV) starred_actors]--> Muppet Treasure Island --[directed_by]--> Brian Henson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of kings row also starred in which movies
Start Entity:     Kings Row
Gold Answer:      [['They Drive by Night', 'Law and Order', 'San Quentin', 'Torrid Zone', 'It Started with Eve', 'Dodge City', 'Saboteur', 'The Man Who Came to Dinner', 'City for Conquest', 'The Winning Team', 'Santa Fe Trail', 'Storm Warning', 'The Last Outpost', 'Blues in the Night', 'The Unfaithful', 'Dial M for Murder', "Princess O'Rourke", 'Sleep, My Love', 'Black Legion', 'Edge of Darkness', 'The Hasty Heart', 'The Great Gatsby', 'Castle on the Hudson', 'Bus Stop', 'The Opposite Sex', 'George Washington Slept Here', 'Desperate Journey', 'The Shepherd of the Hills', 'That Hagen Girl', 'Cattle Queen of Montana', 'The Girl from Jones Beach', 'Of Mice and Men', 'Angels with Dirty Faces', 'I Was a Male War Bride']]
Predicted Ans:    The Great Gatsby
Predicted Path:   Kings Row --[starred_actors]--> Betty Field --[(INV) starred_actors]--> The Great Gatsby
Path (Raw):       Kings Row --[starred_actors]--> Betty Field --[No Operation]--> Betty Field --[(INV) starred_actors]--> The Great Gatsby
Neg LogProb(↓):   1.090183
Path Entropy(↓):  1.739801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the strange case of angelica director
Start Entity:     The Strange Case of Angelica
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Strange Case of Angelica --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[has_genre]--> Drama
Path (Raw):       The Strange Case of Angelica --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.158980
Path Entropy(↓):  0.457355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie barricade
Start Entity:     Barricade
Gold Answer:      [['Robert Meyer Burnett', 'Mark A. Altman']]
Predicted Ans:    R.W. Goodwin
Predicted Path:   Barricade --[starred_actors]--> Eric McCormack --[(INV) starred_actors]--> Alien Trespass --[directed_by]--> R.W. Goodwin
Path (Raw):       Barricade --[starred_actors]--> Eric McCormack --[(INV) starred_actors]--> Alien Trespass --[directed_by]--> R.W. Goodwin
Neg LogProb(↓):   0.142944
Path Entropy(↓):  0.489209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by ward bond
Start Entity:     Ward Bond
Gold Answer:      [['Frank S. Nugent', 'Gerald Butler', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'George Waggner', 'Nicholas Ray', 'Maurice Walsh']]
Predicted Ans:    Frank S. Nugent
Predicted Path:   Ward Bond --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Frank S. Nugent
Path (Raw):       Ward Bond --[No Operation]--> Ward Bond --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Frank S. Nugent
Neg LogProb(↓):   0.590697
Path Entropy(↓):  1.161802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film searching for bobby fischer were in which genres
Start Entity:     Searching for Bobby Fischer
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Searching for Bobby Fischer --[directed_by]--> Steven Zaillian --[(INV) directed_by]--> Searching for Bobby Fischer --[has_genre]--> Drama
Path (Raw):       Searching for Bobby Fischer --[directed_by]--> Steven Zaillian --[(INV) directed_by]--> Searching for Bobby Fischer --[has_genre]--> Drama
Neg LogProb(↓):   0.185538
Path Entropy(↓):  0.463580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor helene de fougerolles is a co - star of who
Start Entity:     Hélène de Fougerolles
Gold Answer:      [['Francis Renaud', 'Dida Diafat']]
Predicted Ans:    Francis Renaud
Predicted Path:   Hélène de Fougerolles --[(INV) starred_actors]--> Mutants --[starred_actors]--> Francis Renaud
Path (Raw):       Hélène de Fougerolles --[No Operation]--> Hélène de Fougerolles --[(INV) starred_actors]--> Mutants --[starred_actors]--> Francis Renaud
Neg LogProb(↓):   0.452245
Path Entropy(↓):  0.688101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of pearl harbor
Start Entity:     Pearl Harbor
Gold Answer:      [['Sean Connery', 'Josh Duhamel', 'Megan Fox', 'Bruce Willis', 'David Warner', 'Billy Bob Thornton', 'Liv Tyler', 'Sean Penn', 'Tyrese Gibson', 'Nicolas Cage', 'Ed Harris', 'Will Smith', 'Martin Lawrence', 'Ewan McGregor', 'Ben Affleck', 'Scarlett Johansson', 'Shia LaBeouf', 'Michael Caine']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Pearl Harbor --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island --[starred_actors]--> Ewan McGregor
Path (Raw):       Pearl Harbor --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.878976
Path Entropy(↓):  1.531479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by khaled hosseini were in which genres
Start Entity:     Khaled Hosseini
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Khaled Hosseini --[(INV) written_by]--> The Kite Runner --[has_genre]--> Drama
Path (Raw):       Khaled Hosseini --[No Operation]--> Khaled Hosseini --[(INV) written_by]--> The Kite Runner --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed chinatown
Start Entity:     Chinatown
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   Chinatown --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Bitter Moon --[has_genre]--> Thriller
Path (Raw):       Chinatown --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Bitter Moon --[has_genre]--> Thriller
Neg LogProb(↓):   0.601471
Path Entropy(↓):  0.912383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of doctor zhivago
Start Entity:     Doctor Zhivago
Gold Answer:      [['Richard Attenborough', 'Alan Bates', 'Sam Shepard', 'Diane Venora', 'Patrick Stewart', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'Paul Scofield', 'David Tennant', 'Anthony Hopkins', 'Glenn Close', 'Nicol Williamson', 'Mel Gibson', 'Kyle MacLachlan', 'Judy Parfitt', 'Marianne Faithfull']]
Predicted Ans:    Marianne Faithfull
Predicted Path:   Doctor Zhivago --[written_by]--> Boris Pasternak --[(INV) written_by]--> Hamlet --[starred_actors]--> Marianne Faithfull
Path (Raw):       Doctor Zhivago --[written_by]--> Boris Pasternak --[(INV) written_by]--> Hamlet --[starred_actors]--> Marianne Faithfull
Neg LogProb(↓):   1.223524
Path Entropy(↓):  2.019422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was benno vigny the writer of
Start Entity:     Benno Vigny
Gold Answer:      [['Morocco']]
Predicted Ans:    Morocco
Predicted Path:   Benno Vigny --[(INV) written_by]--> Morocco --[written_by]--> Jules Furthman --[(INV) written_by]--> Morocco
Path (Raw):       Benno Vigny --[(INV) written_by]--> Morocco --[written_by]--> Jules Furthman --[(INV) written_by]--> Morocco
Neg LogProb(↓):   0.661071
Path Entropy(↓):  1.353202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by street smart actors
Start Entity:     Street Smart
Gold Answer:      [['Marc Norman', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Wolf Rilla', 'Ernest K. Gann', 'William H. Macy', 'John Wyndham', 'Ira Levin', 'Richard Matheson', 'Robert Duvall', 'Robert Benton', 'Jay Presson Allen', 'John Logan', 'Stephen Metcalfe', 'Helen MacInnes', 'Henry James', 'Kazuo Ishiguro', 'Ruth Prawer Jhabvala']]
Predicted Ans:    William H. Macy
Predicted Path:   Street Smart --[starred_actors]--> Christopher Reeve --[(INV) starred_actors]--> Above Suspicion --[written_by]--> William H. Macy
Path (Raw):       Street Smart --[starred_actors]--> Christopher Reeve --[(INV) starred_actors]--> Above Suspicion --[written_by]--> William H. Macy
Neg LogProb(↓):   0.017327
Path Entropy(↓):  0.105850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the derby stallion also starred in which movies
Start Entity:     The Derby Stallion
Gold Answer:      [['Charlie St. Cloud', '17 Again', 'Me and Orson Welles', 'The Paperboy', 'High School Musical 2', 'The Lorax', 'That Awkward Moment', 'High School Musical', 'The Lucky One', 'Miracle Run']]
Predicted Ans:    That Awkward Moment
Predicted Path:   The Derby Stallion --[starred_actors]--> Zac Efron --[(INV) starred_actors]--> That Awkward Moment
Path (Raw):       The Derby Stallion --[starred_actors]--> Zac Efron --[No Operation]--> Zac Efron --[(INV) starred_actors]--> That Awkward Moment
Neg LogProb(↓):   0.167307
Path Entropy(↓):  0.520251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by jeremy leven
Start Entity:     Jeremy Leven
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle --[has_genre]--> Comedy
Path (Raw):       Jeremy Leven --[No Operation]--> Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle --[has_genre]--> Comedy
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the mob actors
Start Entity:     The Mob
Gold Answer:      [['Italian']]
Predicted Ans:    good
Predicted Path:   The Mob --[starred_actors]--> Broderick Crawford --[(INV) starred_actors]--> Born Yesterday --[has_imdb_rating]--> good
Path (Raw):       The Mob --[starred_actors]--> Broderick Crawford --[(INV) starred_actors]--> Born Yesterday --[has_imdb_rating]--> good
Neg LogProb(↓):   0.157589
Path Entropy(↓):  0.620035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does richard boone act in
Start Entity:     Richard Boone
Gold Answer:      [['Big Jake', 'The Raid', 'The War Lord', 'I Bury the Living', 'The Kremlin Letter', 'The Night of the Following Day', 'Hombre', 'The Arrangement', 'The Tall T']]
Predicted Ans:    The Night of the Following Day
Predicted Path:   Richard Boone --[(INV) starred_actors]--> The Night of the Following Day --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> The Night of the Following Day
Path (Raw):       Richard Boone --[(INV) starred_actors]--> The Night of the Following Day --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> The Night of the Following Day
Neg LogProb(↓):   0.544804
Path Entropy(↓):  1.091938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by jerome tonnerre in
Start Entity:     Jérôme Tonnerre
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    French
Predicted Path:   Jérôme Tonnerre --[(INV) written_by]--> The Women on the 6th Floor --[in_language]--> French
Path (Raw):       Jérôme Tonnerre --[No Operation]--> Jérôme Tonnerre --[(INV) written_by]--> The Women on the 6th Floor --[in_language]--> French
Neg LogProb(↓):   0.408618
Path Entropy(↓):  0.679696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films that share actors with michael in
Start Entity:     Michael
Gold Answer:      [['French', 'Portuguese', 'Irish', 'English', 'Czech']]
Predicted Ans:    English
Predicted Path:   Michael --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Path (Raw):       Michael --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Neg LogProb(↓):   0.004209
Path Entropy(↓):  0.029145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of permanent vacation
Start Entity:     Permanent Vacation
Gold Answer:      [['Broken Flowers', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Night on Earth', 'Coffee and Cigarettes', 'Mystery Train', 'Only Lovers Left Alive']]
Predicted Ans:    Permanent Vacation
Predicted Path:   Permanent Vacation --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation
Path (Raw):       Permanent Vacation --[No Operation]--> Permanent Vacation --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation
Neg LogProb(↓):   0.509473
Path Entropy(↓):  0.962906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share screenwriters with metropolis were released in which years
Start Entity:     Metropolis
Gold Answer:      [['2009', '1933', '2007', '1951', '1929', '1931']]
Predicted Ans:    1951
Predicted Path:   Metropolis --[written_by]--> Thea von Harbou --[(INV) written_by]--> M --[release_year]--> 1951
Path (Raw):       Metropolis --[written_by]--> Thea von Harbou --[(INV) written_by]--> M --[release_year]--> 1951
Neg LogProb(↓):   0.937359
Path Entropy(↓):  1.624320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by mahima chaudhry
Start Entity:     Mahima Chaudhry
Gold Answer:      [['Subhash Ghai']]
Predicted Ans:    Subhash Ghai
Predicted Path:   Mahima Chaudhry --[(INV) starred_actors]--> Pardes --[directed_by]--> Subhash Ghai
Path (Raw):       Mahima Chaudhry --[No Operation]--> Mahima Chaudhry --[(INV) starred_actors]--> Pardes --[directed_by]--> Subhash Ghai
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the green hornet
Start Entity:     The Green Hornet
Gold Answer:      [['Jay Chou', 'Seth Rogen', 'Cameron Diaz']]
Predicted Ans:    Jay Chou
Predicted Path:   The Green Hornet --[starred_actors]--> Jay Chou --[(INV) starred_actors]--> Kung Fu Dunk --[starred_actors]--> Jay Chou
Path (Raw):       The Green Hornet --[starred_actors]--> Jay Chou --[(INV) starred_actors]--> Kung Fu Dunk --[starred_actors]--> Jay Chou
Neg LogProb(↓):   0.169615
Path Entropy(↓):  0.463496
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of arsene lupin
Start Entity:     Arsène Lupin
Gold Answer:      [['Jack Conway']]
Predicted Ans:    Jack Conway
Predicted Path:   Arsène Lupin --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[directed_by]--> Jack Conway
Path (Raw):       Arsène Lupin --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[directed_by]--> Jack Conway
Neg LogProb(↓):   0.007399
Path Entropy(↓):  0.048022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with pale cocoon in
Start Entity:     Pale Cocoon
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Pale Cocoon --[directed_by]--> Yasuhiro Yoshiura --[(INV) directed_by]--> Patema Inverted --[in_language]--> Japanese
Path (Raw):       Pale Cocoon --[directed_by]--> Yasuhiro Yoshiura --[(INV) directed_by]--> Patema Inverted --[in_language]--> Japanese
Neg LogProb(↓):   0.001382
Path Entropy(↓):  0.010839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by duncan rouleau fall under
Start Entity:     Duncan Rouleau
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Duncan Rouleau --[(INV) written_by]--> Big Hero 6 --[has_genre]--> Animation
Path (Raw):       Duncan Rouleau --[No Operation]--> Duncan Rouleau --[(INV) written_by]--> Big Hero 6 --[has_genre]--> Animation
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by snow white and the seven dwarfs screenwriters
Start Entity:     Snow White and the Seven Dwarfs
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Snow White and the Seven Dwarfs --[written_by]--> Ted Sears --[(INV) written_by]--> Pinocchio --[in_language]--> Italian
Path (Raw):       Snow White and the Seven Dwarfs --[written_by]--> Ted Sears --[(INV) written_by]--> Pinocchio --[in_language]--> Italian
Neg LogProb(↓):   0.296980
Path Entropy(↓):  0.859279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of tuesdays with morrie also wrote which movies
Start Entity:     Tuesdays with Morrie
Gold Answer:      [['W.W. and the Dixie Dancekings']]
Predicted Ans:    Tuesdays with Morrie
Predicted Path:   Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie
Path (Raw):       Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie --[No Operation]--> Tuesdays with Morrie
Neg LogProb(↓):   0.006854
Path Entropy(↓):  0.040958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share writers with the movie 35 shots of rum were released in which years
Start Entity:     35 Shots of Rum
Gold Answer:      [['1962', '1988', '2000', '2009', '2001', '2004', '1999', '1994', '2013']]
Predicted Ans:    2013
Predicted Path:   35 Shots of Rum --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards --[release_year]--> 2013
Path (Raw):       35 Shots of Rum --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards --[release_year]--> 2013
Neg LogProb(↓):   0.842831
Path Entropy(↓):  1.094316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by joe mantegna
Start Entity:     Joe Mantegna
Gold Answer:      [['David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Joe Mantegna --[(INV) directed_by]--> Lakeboat --[written_by]--> David Mamet
Path (Raw):       Joe Mantegna --[No Operation]--> Joe Mantegna --[(INV) directed_by]--> Lakeboat --[written_by]--> David Mamet
Neg LogProb(↓):   0.003720
Path Entropy(↓):  0.026166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of wild in the country
Start Entity:     Wild in the Country
Gold Answer:      [['1946', '1939', '1954', '1957', '1936', '1955', '1952']]
Predicted Ans:    1954
Predicted Path:   Wild in the Country --[written_by]--> Clifford Odets --[(INV) written_by]--> The Country Girl --[release_year]--> 1954
Path (Raw):       Wild in the Country --[written_by]--> Clifford Odets --[(INV) written_by]--> The Country Girl --[release_year]--> 1954
Neg LogProb(↓):   0.190514
Path Entropy(↓):  0.552229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in twin town
Start Entity:     Twin Town
Gold Answer:      [['1983', '2001', '2008', '2005', '2010', '1999', '2012', '2011', '2013', '2007']]
Predicted Ans:    2001
Predicted Path:   Twin Town --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Path (Raw):       Twin Town --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Neg LogProb(↓):   0.237661
Path Entropy(↓):  0.753566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by jonas alexander arnby
Start Entity:     Jonas Alexander Arnby
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Jonas Alexander Arnby --[(INV) written_by]--> When Animals Dream --[in_language]--> Danish
Path (Raw):       Jonas Alexander Arnby --[No Operation]--> Jonas Alexander Arnby --[(INV) written_by]--> When Animals Dream --[in_language]--> Danish
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with akiyuki nosaka
Start Entity:     Akiyuki Nosaka
Gold Answer:      [['Isao Takahata']]
Predicted Ans:    Isao Takahata
Predicted Path:   Akiyuki Nosaka --[(INV) written_by]--> Grave of the Fireflies --[written_by]--> Isao Takahata
Path (Raw):       Akiyuki Nosaka --[No Operation]--> Akiyuki Nosaka --[(INV) written_by]--> Grave of the Fireflies --[written_by]--> Isao Takahata
Neg LogProb(↓):   0.003854
Path Entropy(↓):  0.027721
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with lili marleen were released in which years
Start Entity:     Lili Marleen
Gold Answer:      [['1976', '1970', '2000', '1975', '1971', '1972', '1982', '1973', '1961', '1979', '1981', '1969', '1974']]
Predicted Ans:    1981
Predicted Path:   Lili Marleen --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lola --[release_year]--> 1981
Path (Raw):       Lili Marleen --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lola --[release_year]--> 1981
Neg LogProb(↓):   0.515273
Path Entropy(↓):  1.751266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What ever happened to baby jane?, when was it released
Start Entity:     What Ever Happened to Baby Jane?
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   What Ever Happened to Baby Jane? --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Path (Raw):       What Ever Happened to Baby Jane? --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Neg LogProb(↓):   2.420789
Path Entropy(↓):  3.695740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by naomi wallace
Start Entity:     Naomi Wallace
Gold Answer:      [['John Duigan']]
Predicted Ans:    John Duigan
Predicted Path:   Naomi Wallace --[(INV) written_by]--> Lawn Dogs --[directed_by]--> John Duigan
Path (Raw):       Naomi Wallace --[No Operation]--> Naomi Wallace --[(INV) written_by]--> Lawn Dogs --[directed_by]--> John Duigan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of the enemy below starred who
Start Entity:     The Enemy Below
Gold Answer:      [['Alexis Smith', 'Stephen McNally', 'Susan Hayward', 'Robert Mitchum', 'Keith Andes', 'John Wayne', 'Lennart Jähkel', 'Rolf Lassgård', 'Robert Wagner', 'Jan Sterling', 'Pedro Armendáriz', 'Agnes Moorehead', 'Rutger Hauer', 'Kim Cattrall']]
Predicted Ans:    Robert Mitchum
Predicted Path:   The Enemy Below --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Path (Raw):       The Enemy Below --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.018872
Path Entropy(↓):  0.104027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by meet the spartans actors
Start Entity:     Meet the Spartans
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Meet the Spartans --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[in_language]--> Greek
Path (Raw):       Meet the Spartans --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[in_language]--> Greek
Neg LogProb(↓):   0.002253
Path Entropy(↓):  0.015966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in love in the time of cholera
Start Entity:     Love in the Time of Cholera
Gold Answer:      [['Pedro Almodóvar', 'John Schlesinger', 'Chris Renaud', 'Pierre Coffin', 'Pitof', 'Leon Ichaso', 'Donald Petrie', 'Gerardo Vera', 'Ethan Coen', 'Marco Bellocchio', 'Ridley Scott', 'John Malkovich', 'Anita Doron', 'Pierre Morel', 'John Dahl', 'Alejandro González Iñárritu', 'Fernando León de Aranoa', 'Alejandro Amenábar', 'Terrence Malick', 'Sam Mendes', 'Manuel Gómez Pereira', 'Stephen Gaghan', 'Mike Mills']]
Predicted Ans:    Ridley Scott
Predicted Path:   Love in the Time of Cholera --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Path (Raw):       Love in the Time of Cholera --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Neg LogProb(↓):   0.393400
Path Entropy(↓):  0.862449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did hallee hirsh act in
Start Entity:     Hallee Hirsh
Gold Answer:      [['16 to Life']]
Predicted Ans:    16 to Life
Predicted Path:   Hallee Hirsh --[(INV) starred_actors]--> 16 to Life --[starred_actors]--> Shiloh Fernandez --[(INV) starred_actors]--> 16 to Life
Path (Raw):       Hallee Hirsh --[(INV) starred_actors]--> 16 to Life --[starred_actors]--> Shiloh Fernandez --[(INV) starred_actors]--> 16 to Life
Neg LogProb(↓):   0.004724
Path Entropy(↓):  0.030045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by deon taylor were in which genres
Start Entity:     Deon Taylor
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Deon Taylor --[(INV) directed_by]--> Chain Letter --[has_genre]--> Horror
Path (Raw):       Deon Taylor --[No Operation]--> Deon Taylor --[(INV) directed_by]--> Chain Letter --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie i vitelloni are directed by who
Start Entity:     I Vitelloni
Gold Answer:      [['Alberto Lattuada', 'Mario Monicelli', 'Federico Fellini']]
Predicted Ans:    Federico Fellini
Predicted Path:   I Vitelloni --[starred_actors]--> Alberto Sordi --[(INV) starred_actors]--> The White Sheik --[directed_by]--> Federico Fellini
Path (Raw):       I Vitelloni --[starred_actors]--> Alberto Sordi --[(INV) starred_actors]--> The White Sheik --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.008099
Path Entropy(↓):  0.048509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by philippe nahon
Start Entity:     Philippe Nahon
Gold Answer:      [['Alexandre Aja', 'Gaspar Noé']]
Predicted Ans:    Alexandre Aja
Predicted Path:   Philippe Nahon --[(INV) starred_actors]--> High Tension --[directed_by]--> Alexandre Aja
Path (Raw):       Philippe Nahon --[No Operation]--> Philippe Nahon --[(INV) starred_actors]--> High Tension --[directed_by]--> Alexandre Aja
Neg LogProb(↓):   0.030863
Path Entropy(↓):  0.136102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the war also starred in which films
Start Entity:     The War
Gold Answer:      [['The Postman', 'Deep Impact', '3000 Miles to Graceland', 'Message in a Bottle', 'Field of Dreams', 'The Good Son', 'American Flyers', 'Revenge for Jolly!', 'Tin Cup', 'Swing Vote', 'The Guardian', 'Waterworld', 'The Magic of Ordinary Days', 'The Upside of Anger', 'Bad Day on the Block', 'Revenge', "Nobody's Fool", 'Radio Flyer', 'Thirteen Days', 'For Love of the Game', 'Open Range', 'Mr. Brooks', 'Fandango', 'Silverado', 'The Adventures of Huck Finn', '3 Days to Kill', 'Forever Young', 'Bull Durham', 'A Perfect World', 'Wyatt Earp', 'North', 'The New Daughter', 'Rumor Has It...', 'Dragonfly', 'Flipper', 'Open Windows', 'Miracle Mile', 'The Bodyguard', 'Grand Piano', 'No Way Out', 'Georgia', 'The Untouchables', 'Ash Wednesday', 'Dances with Wolves', 'Paradise', 'Eternal Sunshine of the Spotless Mind', 'The Oxford Murders', 'Dandelion', 'Everything Is Illuminated']]
Predicted Ans:    The Oxford Murders
Predicted Path:   The War --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders
Path (Raw):       The War --[starred_actors]--> Elijah Wood --[No Operation]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders
Neg LogProb(↓):   1.457229
Path Entropy(↓):  2.487892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter jon land co - wrote films with who
Start Entity:     Jon Land
Gold Answer:      [['Jonathan Thies', 'David Caesar']]
Predicted Ans:    Jon Land
Predicted Path:   Jon Land --[(INV) written_by]--> Dirty Deeds --[written_by]--> Jon Land
Path (Raw):       Jon Land --[No Operation]--> Jon Land --[(INV) written_by]--> Dirty Deeds --[written_by]--> Jon Land
Neg LogProb(↓):   0.022527
Path Entropy(↓):  0.109536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by larry brand
Start Entity:     Larry Brand
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Larry Brand --[(INV) directed_by]--> The Girl on the Train --[in_language]--> French
Path (Raw):       Larry Brand --[No Operation]--> Larry Brand --[(INV) directed_by]--> The Girl on the Train --[in_language]--> French
Neg LogProb(↓):   0.000817
Path Entropy(↓):  0.006622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by non - stop actors
Start Entity:     Non-Stop
Gold Answer:      [['Richard Eyre', 'Paul Haggis', 'Lawrence Block', 'Didier Van Cauwelaert', 'Todd Haynes', 'Annie Proulx', 'Stephen J. Cannell', 'Jane Anderson', 'Rosellen Brown', 'Simon Moore', 'Aline Brosh McKenna', 'Robert Harling', 'Neil Jordan', 'Sam Raimi', 'Steve Sharon', 'Ian Mackenzie Jeffers', 'Thomas Keneally', 'Stephen King', 'Joel Coen', 'Mark Handley', 'Nelson Gidding', 'Susan Isaacs', 'Scott Frank', 'David Seltzer', 'Brian Bloom', 'Frank Lupo', 'Grace Cary Bickley', 'Seth MacFarlane', 'Alec Sulkin', 'Wellesley Wild', 'Stacy Chariton', 'Bruce Wagner', 'Sue Miller', 'Bill Condon', 'Thomas Harris', 'Graham Greene', 'Chris Columbus', 'David Weissman', 'David Diamond', 'Gareth Edwards', 'Henry James', 'Eric Blakeney', 'Richard Glatzer', 'Wash Westmoreland', 'Lisa Genova', 'Don Jakoby', 'Luc Besson', 'Nick Flynn', 'Bart Freundlich', 'Dan Mazeau', 'Christopher Nolan', 'David S. Goyer', 'John Heilemann', 'Mark Halperin', 'Philip K. Dick', 'David Hare', 'Atom Egoyan', 'Wallace Shawn', 'Peter Lepeniotis', 'Lorne Cameron', 'Shirley Jackson', 'Joseph Dougherty', 'Richard Price', 'Howard A. Rodman', 'Natalie Robins', 'Steven M.L. Aronson', 'Theodore Dreiser', 'Ethan Coen', 'Brian Helgeland', 'Lawrence D. Cohen', 'Tom Cairns', 'Joe Carnahan', 'Edith Wharton', 'Terry Ryan', 'Michael Cunningham', 'Steven Zaillian', 'Danny Strong', 'John Wainwright', 'Erin Cressida Wilson', 'Anne Fontaine', 'David Von Ancken', 'Abby Everett Jaques', 'Robert Mark Kamen', 'Michael Jenning']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Non-Stop --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Path (Raw):       Non-Stop --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.551596
Path Entropy(↓):  1.386143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by timo lavikainen
Start Entity:     Timo Lavikainen
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Timo Lavikainen --[(INV) starred_actors]--> Lapland Odyssey --[in_language]--> Finnish
Path (Raw):       Timo Lavikainen --[No Operation]--> Timo Lavikainen --[(INV) starred_actors]--> Lapland Odyssey --[in_language]--> Finnish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by norman maclean fall under
Start Entity:     Norman Maclean
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Norman Maclean --[(INV) written_by]--> A River Runs Through It --[has_genre]--> Drama
Path (Raw):       Norman Maclean --[No Operation]--> Norman Maclean --[(INV) written_by]--> A River Runs Through It --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by peter berg
Start Entity:     peter berg
Gold Answer:      [['Friday Night Lights', 'The Last Seduction', 'The Rundown', 'The Kingdom', 'Hancock', 'Lone Survivor', 'Very Bad Things']]
Predicted Ans:    Lone Survivor
Predicted Path:   peter berg --[(INV) has_tags]--> Lone Survivor --[has_tags]--> seals --[(INV) has_tags]--> Lone Survivor
Path (Raw):       peter berg --[(INV) has_tags]--> Lone Survivor --[has_tags]--> seals --[(INV) has_tags]--> Lone Survivor
Neg LogProb(↓):   0.690777
Path Entropy(↓):  0.714315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of dazed and confused is also the director of which movies
Start Entity:     Dazed and Confused
Gold Answer:      [['Before Sunrise', 'Bad News Bears', 'Boyhood', "It's Impossible to Learn to Plow by Reading Books", 'School of Rock', 'Before Sunset', 'Me and Orson Welles', 'Waking Life', 'SubUrbia', 'Slacker', 'Before Midnight', 'Fast Food Nation', 'Tape', 'A Scanner Darkly', 'Bernie']]
Predicted Ans:    Tape
Predicted Path:   Dazed and Confused --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Tape
Path (Raw):       Dazed and Confused --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Tape --[No Operation]--> Tape
Neg LogProb(↓):   1.565566
Path Entropy(↓):  2.192634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by larry kramer were in which languages
Start Entity:     Larry Kramer
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Larry Kramer --[(INV) written_by]--> Lost Horizon --[in_language]--> English
Path (Raw):       Larry Kramer --[No Operation]--> Larry Kramer --[(INV) written_by]--> Lost Horizon --[in_language]--> English
Neg LogProb(↓):   0.000072
Path Entropy(↓):  0.000792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the black hole
Start Entity:     The Black Hole
Gold Answer:      [['Haskell Wexler', 'Thornton Wilder', 'William Richert', 'Robert Stone', 'Ruth Gordon', 'Charles Edward Pogue', 'John Sayles', 'Stephen Geller', 'Daniel Chuba', 'David C. Wilson', 'Howard Lindsay', 'Russel Crouse', 'Monja Danischewsky', 'Howard Nemerov', 'John Paxton', 'Quentin Tarantino', 'Jessamyn West', 'David Mamet', 'Richard Condon', 'Irwin Shaw', 'Françoise Sagan', 'Corey Allen', 'Alan Rudolph', 'William Malone', 'Al Hirshberg', 'Jules Dassin', 'Jimmy Piersall', 'Nico Mastorakis', 'Samuel A. Taylor', 'John Michael Hayes', 'Joseph Stefano', 'John Fante', 'Franz Kafka', 'Tom Holland', 'Dan Cohen', 'Joseph Petracca', 'Michael Wilson', 'Nevil Shute', 'Eric Ambler', 'Elmore Leonard', 'Robert Bloch', 'Margarita Lymberaki', 'Orson Welles', 'Chaim Potok', "Eugene O'Neill"]]
Predicted Ans:    David Mamet
Predicted Path:   The Black Hole --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[written_by]--> David Mamet
Path (Raw):       The Black Hole --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[written_by]--> David Mamet
Neg LogProb(↓):   0.726551
Path Entropy(↓):  1.346909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie rollover
Start Entity:     Rollover
Gold Answer:      [['George Cukor', 'Edward Dmytryk', 'Paul Mazursky', 'Luis Puenzo', 'Erick Zonca', 'Stéphane Robelin', 'William Tannen', 'Dean Parisot', 'Ted Kotcheff', 'William A. Wellman', 'Michael Anderson', 'Mark Rydell', 'Roger Vadim', 'James Bridges', 'Otto Preminger', 'Elliot Silverstein', 'Alan Rudolph', 'Robert Ellis Miller', 'Charles Martin Smith', 'Hal Ashby', 'Michael Cimino', 'Robert Luketic', 'Joshua Logan', 'Louis Malle', 'Gene Saks', 'Garry Marshall', 'Peter Tewksbury', 'Sidney Lumet', 'Federico Fellini', 'Arthur Penn', 'Sydney Pollack', 'Fred Zinnemann', 'Peter Skillman Odiorne', 'Norman Jewison', 'Michael Ritchie', 'Sam Peckinpah', 'Lewis John Carlino', 'James Ivory', 'Alan J. Pakula', 'Robby Henson']]
Predicted Ans:    Louis Malle
Predicted Path:   Rollover --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Path (Raw):       Rollover --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Neg LogProb(↓):   0.403355
Path Entropy(↓):  0.945206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of bird
Start Entity:     Bird
Gold Answer:      [['Richard Dreyfuss', 'Amy Irving']]
Predicted Ans:    Richard Dreyfuss
Predicted Path:   Bird --[written_by]--> Joel Oliansky --[(INV) written_by]--> The Competition --[starred_actors]--> Richard Dreyfuss
Path (Raw):       Bird --[written_by]--> Joel Oliansky --[(INV) written_by]--> The Competition --[starred_actors]--> Richard Dreyfuss
Neg LogProb(↓):   0.000376
Path Entropy(↓):  0.003348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the funeral in berlin director release
Start Entity:     Funeral in Berlin
Gold Answer:      [['1980', '1978', '1964', '1971', '1973', '1969', '1974']]
Predicted Ans:    1974
Predicted Path:   Funeral in Berlin --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[release_year]--> 1974
Path (Raw):       Funeral in Berlin --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[release_year]--> 1974
Neg LogProb(↓):   0.632971
Path Entropy(↓):  1.428470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by arthur flam release
Start Entity:     Arthur Flam
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Arthur Flam --[(INV) written_by]--> Kill by Inches --[release_year]--> 1999
Path (Raw):       Arthur Flam --[No Operation]--> Arthur Flam --[(INV) written_by]--> Kill by Inches --[release_year]--> 1999
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the social network
Start Entity:     The Social Network
Gold Answer:      [['Drama', 'Thriller', 'Sport', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   The Social Network --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Malice --[has_genre]--> Thriller
Path (Raw):       The Social Network --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Malice --[has_genre]--> Thriller
Neg LogProb(↓):   0.148620
Path Entropy(↓):  0.529769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in zipper
Start Entity:     Zipper
Gold Answer:      [['Lena Headey', 'Dianna Agron']]
Predicted Ans:    Dianna Agron
Predicted Path:   Zipper --[starred_actors]--> Dianna Agron --[(INV) starred_actors]--> The Family --[starred_actors]--> Dianna Agron
Path (Raw):       Zipper --[starred_actors]--> Dianna Agron --[(INV) starred_actors]--> The Family --[starred_actors]--> Dianna Agron
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote seraphine
Start Entity:     Séraphine
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Séraphine --[written_by]--> Martin Provost --[(INV) written_by]--> Violette --[has_genre]--> Drama
Path (Raw):       Séraphine --[written_by]--> Martin Provost --[(INV) written_by]--> Violette --[has_genre]--> Drama
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by chiwetel ejiofor in
Start Entity:     Chiwetel Ejiofor
Gold Answer:      [['Family', 'Drama', 'Action', 'History', 'Crime']]
Predicted Ans:    Salt
Predicted Path:   Chiwetel Ejiofor --[(INV) starred_actors]--> Salt --[starred_actors]--> Daniel Olbrychski --[(INV) starred_actors]--> Salt
Path (Raw):       Chiwetel Ejiofor --[(INV) starred_actors]--> Salt --[starred_actors]--> Daniel Olbrychski --[(INV) starred_actors]--> Salt
Neg LogProb(↓):   0.509342
Path Entropy(↓):  0.973291
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of arbitrage also wrote which movies
Start Entity:     Arbitrage
Gold Answer:      [['The Informers']]
Predicted Ans:    Arbitrage
Predicted Path:   Arbitrage --[written_by]--> Nicholas Jarecki --[(INV) written_by]--> Arbitrage
Path (Raw):       Arbitrage --[written_by]--> Nicholas Jarecki --[(INV) written_by]--> Arbitrage --[No Operation]--> Arbitrage
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies written by russell hoban
Start Entity:     Russell Hoban
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Russell Hoban --[(INV) written_by]--> Turtle Diary --[has_genre]--> Comedy
Path (Raw):       Russell Hoban --[No Operation]--> Russell Hoban --[(INV) written_by]--> Turtle Diary --[has_genre]--> Comedy
Neg LogProb(↓):   0.403970
Path Entropy(↓):  0.680667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by nightbreed actors release
Start Entity:     Nightbreed
Gold Answer:      [['1995', '2000', '1992', '1993', '1996', '1985', '1994', '2013']]
Predicted Ans:    1985
Predicted Path:   Nightbreed --[starred_actors]--> Craig Sheffer --[(INV) starred_actors]--> That Was Then... This Is Now --[release_year]--> 1985
Path (Raw):       Nightbreed --[starred_actors]--> Craig Sheffer --[(INV) starred_actors]--> That Was Then... This Is Now --[release_year]--> 1985
Neg LogProb(↓):   0.176257
Path Entropy(↓):  0.638143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed crouching tiger, hidden dragon
Start Entity:     Crouching Tiger, Hidden Dragon
Gold Answer:      [['Ang Lee', 'Rick Moody', 'David Magee', 'Jane Austen', 'Yann Martel', 'James Schamus', 'John Turman', 'Michael France', 'Emma Thompson', 'Annie Proulx', 'Elliot Tiber', 'Diana Ossana', 'Tom Monte', 'Eileen Chang', 'Daniel Woodrell', 'Larry McMurtry']]
Predicted Ans:    Jane Austen
Predicted Path:   Crouching Tiger, Hidden Dragon --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[written_by]--> Jane Austen
Path (Raw):       Crouching Tiger, Hidden Dragon --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[written_by]--> Jane Austen
Neg LogProb(↓):   0.167857
Path Entropy(↓):  0.657623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of shoojit sircar directed films
Start Entity:     Shoojit Sircar
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Shoojit Sircar --[(INV) directed_by]--> Vicky Donor --[release_year]--> 2012
Path (Raw):       Shoojit Sircar --[No Operation]--> Shoojit Sircar --[(INV) directed_by]--> Vicky Donor --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the shanghai director
Start Entity:     Shanghai
Gold Answer:      [['Swedish']]
Predicted Ans:    Hindi
Predicted Path:   Shanghai --[directed_by]--> Mikael Håfström --[(INV) directed_by]--> Shanghai --[in_language]--> Hindi
Path (Raw):       Shanghai --[directed_by]--> Mikael Håfström --[(INV) directed_by]--> Shanghai --[in_language]--> Hindi
Neg LogProb(↓):   0.000120
Path Entropy(↓):  0.001234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the best in show director
Start Entity:     Best in Show
Gold Answer:      [['Eugene Levy', 'Eric Lartigau', 'Douglas Kennedy', 'Christopher Guest']]
Predicted Ans:    Christopher Guest
Predicted Path:   Best in Show --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[directed_by]--> Christopher Guest
Path (Raw):       Best in Show --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[directed_by]--> Christopher Guest
Neg LogProb(↓):   0.519272
Path Entropy(↓):  1.111719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did james naughtie write
Start Entity:     James Naughtie
Gold Answer:      [['The Deal']]
Predicted Ans:    The Deal
Predicted Path:   James Naughtie --[(INV) written_by]--> The Deal --[written_by]--> James Naughtie --[(INV) written_by]--> The Deal
Path (Raw):       James Naughtie --[(INV) written_by]--> The Deal --[written_by]--> James Naughtie --[(INV) written_by]--> The Deal
Neg LogProb(↓):   0.121792
Path Entropy(↓):  0.366087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie french kiss, when was it released
Start Entity:     French Kiss
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   French Kiss --[release_year]--> 1995 --[(INV) release_year]--> Antonia's Line --[release_year]--> 1995
Path (Raw):       French Kiss --[release_year]--> 1995 --[(INV) release_year]--> Antonia's Line --[release_year]--> 1995
Neg LogProb(↓):   3.420273
Path Entropy(↓):  4.531080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of anthony story written films
Start Entity:     Anthony Story
Gold Answer:      [['Douglas Hickox']]
Predicted Ans:    Douglas Hickox
Predicted Path:   Anthony Story --[(INV) written_by]--> Zulu Dawn --[directed_by]--> Douglas Hickox
Path (Raw):       Anthony Story --[No Operation]--> Anthony Story --[(INV) written_by]--> Zulu Dawn --[directed_by]--> Douglas Hickox
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie kanchenjungha
Start Entity:     Kanchenjungha
Gold Answer:      [['1973', '1955', '1964', '1959']]
Predicted Ans:    1964
Predicted Path:   Kanchenjungha --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[release_year]--> 1964
Path (Raw):       Kanchenjungha --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[release_year]--> 1964
Neg LogProb(↓):   0.017895
Path Entropy(↓):  0.105401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie tom horn
Start Entity:     Tom Horn
Gold Answer:      [['Roger Donaldson', 'Robert Wise', 'Buzz Kulik', 'Mark Rydell', 'Henry Hathaway', 'George Schaefer', 'Lee H. Katzin', 'Chuck Russell', 'Franklin J. Schaffner', 'Rafi Pitts', 'Daniel Nettheim', 'Robert Mulligan', 'John Sturges', 'Don Siegel', 'Peter Yates', 'John Guillermin', 'John McTiernan', 'Norman Jewison', 'Sam Peckinpah', 'Ralph Nelson']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Tom Horn --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Path (Raw):       Tom Horn --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.225915
Path Entropy(↓):  0.749450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of goldeneye
Start Entity:     GoldenEye
Gold Answer:      [['Robin Tunney', 'Peter Sarsgaard', 'Julianne Moore', 'Stuart Wilson', 'Mark Strong', "Chris O'Donnell", 'David Niven', 'Ann Sheridan', 'Blake Lively', 'Clive Owen', 'Clancy Brown', 'Daniel Craig', 'Lance Henriksen', 'Errol Flynn', 'Angelina Jolie', 'Kevin Dillon', 'Walter Huston', 'Gary Oldman', 'Ryan Reynolds', 'Ray Liotta', 'Fred Ward', 'Ursula Andress', 'David Warner', 'Bojana Novakovic', 'Kevin Bacon', 'Mel Gibson', 'Peter Sellers']]
Predicted Ans:    Pierce Brosnan
Predicted Path:   GoldenEye --[directed_by]--> Martin Campbell --[(INV) directed_by]--> GoldenEye --[starred_actors]--> Pierce Brosnan
Path (Raw):       GoldenEye --[directed_by]--> Martin Campbell --[(INV) directed_by]--> GoldenEye --[starred_actors]--> Pierce Brosnan
Neg LogProb(↓):   0.684423
Path Entropy(↓):  0.753259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie my wife is an actress
Start Entity:     My Wife Is an Actress
Gold Answer:      [['1968', '1988', '2009', '2003', '2005', '2012', '1993', '2010', '2006', '1965', '1994', '1999', '1967', '1987', '1986', '2011', '1984']]
Predicted Ans:    1968
Predicted Path:   My Wife Is an Actress --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[release_year]--> 1968
Path (Raw):       My Wife Is an Actress --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[release_year]--> 1968
Neg LogProb(↓):   0.035188
Path Entropy(↓):  0.214644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was womb directed by
Start Entity:     Womb
Gold Answer:      [['Benedek Fliegauf']]
Predicted Ans:    Benedek Fliegauf
Predicted Path:   Womb --[directed_by]--> Benedek Fliegauf --[(INV) directed_by]--> Womb --[directed_by]--> Benedek Fliegauf
Path (Raw):       Womb --[directed_by]--> Benedek Fliegauf --[(INV) directed_by]--> Womb --[directed_by]--> Benedek Fliegauf
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer elyse friedman
Start Entity:     Elyse Friedman
Gold Answer:      [['Matthew Perry']]
Predicted Ans:    Matthew Perry
Predicted Path:   Elyse Friedman --[(INV) written_by]--> Birds of America --[starred_actors]--> Matthew Perry
Path (Raw):       Elyse Friedman --[No Operation]--> Elyse Friedman --[(INV) written_by]--> Birds of America --[starred_actors]--> Matthew Perry
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of fire down below
Start Entity:     Fire Down Below
Gold Answer:      [['Robert Parrish']]
Predicted Ans:    Robert Parrish
Predicted Path:   Fire Down Below --[directed_by]--> Robert Parrish --[(INV) directed_by]--> The Mob --[directed_by]--> Robert Parrish
Path (Raw):       Fire Down Below --[directed_by]--> Robert Parrish --[(INV) directed_by]--> The Mob --[directed_by]--> Robert Parrish
Neg LogProb(↓):   0.049685
Path Entropy(↓):  0.239219
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in batman returns
Start Entity:     Batman Returns
Gold Answer:      [['Christopher Walken', 'Michael Keaton', 'Danny DeVito', 'Michelle Pfeiffer']]
Predicted Ans:    Christopher Walken
Predicted Path:   Batman Returns --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> King of New York --[starred_actors]--> Christopher Walken
Path (Raw):       Batman Returns --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> King of New York --[starred_actors]--> Christopher Walken
Neg LogProb(↓):   0.196645
Path Entropy(↓):  0.717104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film casanova 70
Start Entity:     Casanova 70
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Casanova 70 --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       Casanova 70 --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   2.523109
Path Entropy(↓):  3.907116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the trigger effect starred which actors
Start Entity:     The Trigger Effect
Gold Answer:      [['Elisabeth Shue', 'Kyle MacLachlan', 'Dermot Mulroney']]
Predicted Ans:    Kyle MacLachlan
Predicted Path:   The Trigger Effect --[starred_actors]--> Kyle MacLachlan --[(INV) starred_actors]--> The Trigger Effect --[starred_actors]--> Kyle MacLachlan
Path (Raw):       The Trigger Effect --[starred_actors]--> Kyle MacLachlan --[(INV) starred_actors]--> The Trigger Effect --[starred_actors]--> Kyle MacLachlan
Neg LogProb(↓):   0.772609
Path Entropy(↓):  1.074830
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the muppets take manhattan also directed which films
Start Entity:     The Muppets Take Manhattan
Gold Answer:      [['Little Shop of Horrors', 'Bowfinger', 'What About Bob?', 'Death at a Funeral', 'The Dark Crystal', 'Dirty Rotten Scoundrels', 'The Score', 'The Indian in the Cupboard', 'The Stepford Wives']]
Predicted Ans:    The Stepford Wives
Predicted Path:   The Muppets Take Manhattan --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives
Path (Raw):       The Muppets Take Manhattan --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives --[No Operation]--> The Stepford Wives
Neg LogProb(↓):   0.898219
Path Entropy(↓):  1.504872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is of gods and men in
Start Entity:     Of Gods and Men
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Of Gods and Men --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Of Gods and Men --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.799181
Path Entropy(↓):  3.099205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of age of heroes
Start Entity:     Age of Heroes
Gold Answer:      [['Adrian Vitoria']]
Predicted Ans:    Adrian Vitoria
Predicted Path:   Age of Heroes --[written_by]--> Adrian Vitoria --[(INV) written_by]--> Age of Heroes --[written_by]--> Adrian Vitoria
Path (Raw):       Age of Heroes --[written_by]--> Adrian Vitoria --[(INV) written_by]--> Age of Heroes --[written_by]--> Adrian Vitoria
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of all that heaven allows
Start Entity:     All That Heaven Allows
Gold Answer:      [['Douglas Sirk']]
Predicted Ans:    Douglas Sirk
Predicted Path:   All That Heaven Allows --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> Written on the Wind --[directed_by]--> Douglas Sirk
Path (Raw):       All That Heaven Allows --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> Written on the Wind --[directed_by]--> Douglas Sirk
Neg LogProb(↓):   0.483280
Path Entropy(↓):  0.667370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dennis shryack written films
Start Entity:     Dennis Shryack
Gold Answer:      [['2008', '1977']]
Predicted Ans:    1977
Predicted Path:   Dennis Shryack --[(INV) written_by]--> The Car --[release_year]--> 1977
Path (Raw):       Dennis Shryack --[No Operation]--> Dennis Shryack --[(INV) written_by]--> The Car --[release_year]--> 1977
Neg LogProb(↓):   0.631115
Path Entropy(↓):  0.691098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by sarah snook were released in which years
Start Entity:     Sarah Snook
Gold Answer:      [['2012', '2014']]
Predicted Ans:    2012
Predicted Path:   Sarah Snook --[(INV) starred_actors]--> Not Suitable for Children --[release_year]--> 2012
Path (Raw):       Sarah Snook --[No Operation]--> Sarah Snook --[(INV) starred_actors]--> Not Suitable for Children --[release_year]--> 2012
Neg LogProb(↓):   0.107881
Path Entropy(↓):  0.385992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the hanoi hilton
Start Entity:     The Hanoi Hilton
Gold Answer:      [['Michael Laughlin', 'Paul Newman', 'Irving Rapper', 'John D. Hancock', 'Milton Katselas', 'Cordell Barker', 'Anthony Harvey', 'Bill L. Norton', 'George Lucas', 'Larry Cohen', 'Mark Rydell', 'Jonathan Demme']]
Predicted Ans:    Bill L. Norton
Predicted Path:   The Hanoi Hilton --[starred_actors]--> Paul Le Mat --[(INV) starred_actors]--> More American Graffiti --[directed_by]--> Bill L. Norton
Path (Raw):       The Hanoi Hilton --[starred_actors]--> Paul Le Mat --[(INV) starred_actors]--> More American Graffiti --[directed_by]--> Bill L. Norton
Neg LogProb(↓):   1.147296
Path Entropy(↓):  1.417994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie lianna, when was it released
Start Entity:     Lianna
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Lianna --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       Lianna --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.449455
Path Entropy(↓):  3.888295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by an actor's revenge actors
Start Entity:     An Actor's Revenge
Gold Answer:      [['Teinosuke Kinugasa']]
Predicted Ans:    Teinosuke Kinugasa
Predicted Path:   An Actor's Revenge --[starred_actors]--> Kazuo Hasegawa --[(INV) starred_actors]--> Gate of Hell --[written_by]--> Teinosuke Kinugasa
Path (Raw):       An Actor's Revenge --[starred_actors]--> Kazuo Hasegawa --[(INV) starred_actors]--> Gate of Hell --[written_by]--> Teinosuke Kinugasa
Neg LogProb(↓):   0.001276
Path Entropy(↓):  0.009932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of eugenio derbez directed films
Start Entity:     Eugenio Derbez
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Eugenio Derbez --[(INV) directed_by]--> Instructions Not Included --[release_year]--> 2013
Path (Raw):       Eugenio Derbez --[No Operation]--> Eugenio Derbez --[(INV) directed_by]--> Instructions Not Included --[release_year]--> 2013
Neg LogProb(↓):   0.001028
Path Entropy(↓):  0.008320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed captain newman, m. d.
Start Entity:     Captain Newman, M.D.
Gold Answer:      [['David Miller']]
Predicted Ans:    David Miller
Predicted Path:   Captain Newman, M.D. --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[directed_by]--> David Miller
Path (Raw):       Captain Newman, M.D. --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[directed_by]--> David Miller
Neg LogProb(↓):   0.000174
Path Entropy(↓):  0.001760
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jennifer garner were written by who
Start Entity:     Jennifer Garner
Gold Answer:      [['Frank Miller', 'Mark Steven Johnson', 'Raven Metzner', 'Peter Baynham', 'Steve Gordon', 'Jon Lucas', 'Susannah Grant', 'Scott Moore', 'Diablo Cody', 'Ricky Gervais', 'Matthew Michael Carnahan', 'Judith Viorst', 'Rob Lieber', 'Matthew Robinson', 'Zak Penn']]
Predicted Ans:    Matthew Michael Carnahan
Predicted Path:   Jennifer Garner --[(INV) starred_actors]--> The Kingdom --[written_by]--> Matthew Michael Carnahan
Path (Raw):       Jennifer Garner --[No Operation]--> Jennifer Garner --[(INV) starred_actors]--> The Kingdom --[written_by]--> Matthew Michael Carnahan
Neg LogProb(↓):   0.501609
Path Entropy(↓):  1.064795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of dante 01
Start Entity:     Dante 01
Gold Answer:      [['Ron Perlman', 'Dominique Pinon']]
Predicted Ans:    Ron Perlman
Predicted Path:   Dante 01 --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Path (Raw):       Dante 01 --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Neg LogProb(↓):   0.039819
Path Entropy(↓):  0.169189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film jabberwocky are written by who
Start Entity:     Jabberwocky
Gold Answer:      [['Graham Chapman', 'Charles Crichton', 'John Cleese', 'Marty Feldman', 'Tristram Powell', 'Michael Palin']]
Predicted Ans:    Charles Crichton
Predicted Path:   Jabberwocky --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Path (Raw):       Jabberwocky --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Neg LogProb(↓):   0.089334
Path Entropy(↓):  0.349604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of caesar must die
Start Entity:     Caesar Must Die
Gold Answer:      [['Claudio Bigagli', 'Galatea Ranzi', 'Michael Vartan']]
Predicted Ans:    Michael Vartan
Predicted Path:   Caesar Must Die --[directed_by]--> Vittorio Taviani --[(INV) directed_by]--> Fiorile --[starred_actors]--> Michael Vartan
Path (Raw):       Caesar Must Die --[directed_by]--> Vittorio Taviani --[(INV) directed_by]--> Fiorile --[starred_actors]--> Michael Vartan
Neg LogProb(↓):   0.000493
Path Entropy(↓):  0.004362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie millennium actress
Start Entity:     Millennium Actress
Gold Answer:      [['japan', 'anime', 'satoshi kon']]
Predicted Ans:    satoshi kon
Predicted Path:   Millennium Actress --[has_tags]--> satoshi kon --[(INV) has_tags]--> Perfect Blue --[has_tags]--> satoshi kon
Path (Raw):       Millennium Actress --[has_tags]--> satoshi kon --[(INV) has_tags]--> Perfect Blue --[has_tags]--> satoshi kon
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film abbott and costello meet dr. jekyll and mr. hyde were in which languages
Start Entity:     Abbott and Costello Meet Dr. Jekyll and Mr. Hyde
Gold Answer:      [['Swedish', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Abbott and Costello Meet Dr. Jekyll and Mr. Hyde --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Path (Raw):       Abbott and Costello Meet Dr. Jekyll and Mr. Hyde --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Neg LogProb(↓):   0.048401
Path Entropy(↓):  0.265576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie martyrs released
Start Entity:     Martyrs
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Martyrs --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Martyrs --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.486447
Path Entropy(↓):  4.733929
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film smiley face
Start Entity:     Smiley Face
Gold Answer:      [['George Clayton Johnson', 'Karen McCullah', 'Kirsten Smith', 'David Zelag Goodman', 'Karyn Bosnak', 'William F. Nolan', 'John Musker', 'Ron Clements', 'Pat Proft', 'Jesse Hill Ford', 'Rob McKittrick', 'Robert Louis Stevenson', 'Jamie Mathieson', 'Stirling Silliphant', 'Topher Grace', 'Jody Hill', 'William Dale Jennings', 'John Francis Daley', 'Ron Barrett', 'Erica Rivinoja', 'Christopher Miller', 'Phil Lord', 'Jim Abrahams', 'Carl Lerner', 'Gerda Lerner', 'John Howard Griffin', 'Lucky McKee', 'Irving Ravetch', 'Jeff Filgo', 'Judi Barrett', 'Craig Mazin', 'Jordan Galland']]
Predicted Ans:    Christopher Miller
Predicted Path:   Smiley Face --[starred_actors]--> Anna Faris --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[written_by]--> Christopher Miller
Path (Raw):       Smiley Face --[starred_actors]--> Anna Faris --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[written_by]--> Christopher Miller
Neg LogProb(↓):   1.261402
Path Entropy(↓):  2.456797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the we and the i
Start Entity:     The We and the I
Gold Answer:      [['Michel Gondry', 'Leos Carax']]
Predicted Ans:    Michel Gondry
Predicted Path:   The We and the I --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Path (Raw):       The We and the I --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.735099
Path Entropy(↓):  1.105552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Randa haines directed which movies
Start Entity:     Randa Haines
Gold Answer:      [['Children of a Lesser God', 'The Doctor', 'Dance with Me', 'Wrestling Ernest Hemingway']]
Predicted Ans:    Wrestling Ernest Hemingway
Predicted Path:   Randa Haines --[(INV) directed_by]--> Wrestling Ernest Hemingway --[directed_by]--> Randa Haines --[(INV) directed_by]--> Wrestling Ernest Hemingway
Path (Raw):       Randa Haines --[(INV) directed_by]--> Wrestling Ernest Hemingway --[directed_by]--> Randa Haines --[(INV) directed_by]--> Wrestling Ernest Hemingway
Neg LogProb(↓):   0.375698
Path Entropy(↓):  1.064022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of brad garrett acted films
Start Entity:     Brad Garrett
Gold Answer:      [['John Lasseter']]
Predicted Ans:    John Lasseter
Predicted Path:   Brad Garrett --[(INV) starred_actors]--> Planes --[written_by]--> John Lasseter
Path (Raw):       Brad Garrett --[No Operation]--> Brad Garrett --[(INV) starred_actors]--> Planes --[written_by]--> John Lasseter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed duplicity
Start Entity:     Duplicity
Gold Answer:      [['Jeremy Renner', 'Sydney Pollack', 'Edward Norton', 'Tom Wilkinson']]
Predicted Ans:    Clive Owen
Predicted Path:   Duplicity --[directed_by]--> Tony Gilroy --[(INV) directed_by]--> Duplicity --[starred_actors]--> Clive Owen
Path (Raw):       Duplicity --[directed_by]--> Tony Gilroy --[(INV) directed_by]--> Duplicity --[starred_actors]--> Clive Owen
Neg LogProb(↓):   0.038877
Path Entropy(↓):  0.174344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies can be described by ray romano
Start Entity:     ray romano
Gold Answer:      [['Ice Age']]
Predicted Ans:    Ice Age
Predicted Path:   ray romano --[(INV) has_tags]--> Ice Age --[has_tags]--> chris wedge --[(INV) has_tags]--> Ice Age
Path (Raw):       ray romano --[(INV) has_tags]--> Ice Age --[has_tags]--> chris wedge --[(INV) has_tags]--> Ice Age
Neg LogProb(↓):   0.014218
Path Entropy(↓):  0.083939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote apocalypse now
Start Entity:     Apocalypse Now
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Apocalypse Now --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[has_genre]--> Crime
Path (Raw):       Apocalypse Now --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[has_genre]--> Crime
Neg LogProb(↓):   1.429237
Path Entropy(↓):  2.063230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie lili are written by who
Start Entity:     Lili
Gold Answer:      [['Helen Deutsch', 'John Collier', 'Ernest Hemingway', 'Rafael Sabatini', 'Phoebe Ephron', 'Henry Ephron', 'Talbot Jennings', 'John Dickson Carr', 'Brad Steiger', 'Chaw Mank', 'Peter Viertel', 'Giulio Paradisi', 'Ovidio G. Assonitis', 'George Froeschel', 'Thomas McCarthy', 'Jan Lustig', 'King Vidor', 'Bryan Forbes', 'Ken Russell', 'Thomas Malory', 'Noel Langley', 'Alan Jay Lerner', 'Lynne Reid Banks', 'Jean Webster', 'Peter Chelsom', 'Leo Tolstoy', 'Peter Flannery', 'Colette', 'Ronald Millar']]
Predicted Ans:    Alan Jay Lerner
Predicted Path:   Lili --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> An American in Paris --[written_by]--> Alan Jay Lerner
Path (Raw):       Lili --[starred_actors]--> Leslie Caron --[(INV) starred_actors]--> An American in Paris --[written_by]--> Alan Jay Lerner
Neg LogProb(↓):   1.379891
Path Entropy(↓):  0.710601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote clockwatchers
Start Entity:     Clockwatchers
Gold Answer:      [['Sonja Henie', 'Tyrone Power', 'Greg Kinnear']]
Predicted Ans:    Greg Kinnear
Predicted Path:   Clockwatchers --[written_by]--> Jill Sprecher --[(INV) written_by]--> Thin Ice --[starred_actors]--> Greg Kinnear
Path (Raw):       Clockwatchers --[written_by]--> Jill Sprecher --[(INV) written_by]--> Thin Ice --[starred_actors]--> Greg Kinnear
Neg LogProb(↓):   0.000091
Path Entropy(↓):  0.000986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of cry, the beloved country
Start Entity:     Cry, the Beloved Country
Gold Answer:      [['Leleti Khumalo', 'Halle Berry', 'Patrick Swayze', 'Ice Cube']]
Predicted Ans:    Leleti Khumalo
Predicted Path:   Cry, the Beloved Country --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Yesterday --[starred_actors]--> Leleti Khumalo
Path (Raw):       Cry, the Beloved Country --[directed_by]--> Darrell Roodt --[(INV) directed_by]--> Yesterday --[starred_actors]--> Leleti Khumalo
Neg LogProb(↓):   0.017083
Path Entropy(↓):  0.102891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by john fortenberry
Start Entity:     John Fortenberry
Gold Answer:      [['Stanley Tucci', 'Pauly Shore', 'Tia Carrere']]
Predicted Ans:    Stanley Tucci
Predicted Path:   John Fortenberry --[(INV) directed_by]--> Jury Duty --[starred_actors]--> Stanley Tucci
Path (Raw):       John Fortenberry --[No Operation]--> John Fortenberry --[(INV) directed_by]--> Jury Duty --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   0.006776
Path Entropy(↓):  0.040751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter alan r. cohen
Start Entity:     Alan R. Cohen
Gold Answer:      [['Zach Galifianakis']]
Predicted Ans:    Zach Galifianakis
Predicted Path:   Alan R. Cohen --[(INV) written_by]--> Due Date --[starred_actors]--> Zach Galifianakis
Path (Raw):       Alan R. Cohen --[No Operation]--> Alan R. Cohen --[(INV) written_by]--> Due Date --[starred_actors]--> Zach Galifianakis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by kornel mundruczo fall under
Start Entity:     Kornél Mundruczó
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kornél Mundruczó --[(INV) written_by]--> White God --[has_genre]--> Drama
Path (Raw):       Kornél Mundruczó --[No Operation]--> Kornél Mundruczó --[(INV) written_by]--> White God --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film white dog are directed by who
Start Entity:     White Dog
Gold Answer:      [['Ronald F. Maxwell', 'Ken Annakin', 'Glenn Jordan']]
Predicted Ans:    Ronald F. Maxwell
Predicted Path:   White Dog --[starred_actors]--> Kristy McNichol --[(INV) starred_actors]--> Little Darlings --[directed_by]--> Ronald F. Maxwell
Path (Raw):       White Dog --[starred_actors]--> Kristy McNichol --[(INV) starred_actors]--> Little Darlings --[directed_by]--> Ronald F. Maxwell
Neg LogProb(↓):   0.001415
Path Entropy(↓):  0.011570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie mutants
Start Entity:     Mutants
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Mutants --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Mutants --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.461372
Path Entropy(↓):  3.779883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie strait - jacket
Start Entity:     Strait-Jacket
Gold Answer:      [['1983', '1998', '1962', '1964', '1966', '1972', '2008', '1960', '2005', '1967']]
Predicted Ans:    1960
Predicted Path:   Strait-Jacket --[written_by]--> Robert Bloch --[(INV) written_by]--> Psycho --[release_year]--> 1960
Path (Raw):       Strait-Jacket --[written_by]--> Robert Bloch --[(INV) written_by]--> Psycho --[release_year]--> 1960
Neg LogProb(↓):   1.074673
Path Entropy(↓):  1.387872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jason isaacs is a co - star of who
Start Entity:     Jason Isaacs
Gold Answer:      [['Sofia Milos', 'Kathryn Beaumont', 'Jeremy Sumpter', 'January Jones', 'Alfred Molina', 'Bill Thompson', 'Eduardo Noriega', 'Kurt Russell', 'Maria Bello', 'Ed Harris', 'Jason Scott Lee', 'Viggo Mortensen', 'Lynn Redgrave', 'Jodie Whittaker', 'Connie Nielsen', 'Theresa Russell', 'Emmy Rossum']]
Predicted Ans:    Ed Harris
Predicted Path:   Jason Isaacs --[(INV) starred_actors]--> Sweetwater --[starred_actors]--> Ed Harris
Path (Raw):       Jason Isaacs --[No Operation]--> Jason Isaacs --[(INV) starred_actors]--> Sweetwater --[starred_actors]--> Ed Harris
Neg LogProb(↓):   0.108129
Path Entropy(↓):  0.367382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by betty buckley were written by who
Start Entity:     Betty Buckley
Gold Answer:      [['Horton Foote']]
Predicted Ans:    Horton Foote
Predicted Path:   Betty Buckley --[(INV) starred_actors]--> Tender Mercies --[written_by]--> Horton Foote
Path (Raw):       Betty Buckley --[No Operation]--> Betty Buckley --[(INV) starred_actors]--> Tender Mercies --[written_by]--> Horton Foote
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with glenn gould
Start Entity:     Glenn Gould
Gold Answer:      [['François Girard', 'Don McKellar']]
Predicted Ans:    Don McKellar
Predicted Path:   Glenn Gould --[(INV) written_by]--> Thirty Two Short Films About Glenn Gould --[written_by]--> Don McKellar
Path (Raw):       Glenn Gould --[No Operation]--> Glenn Gould --[(INV) written_by]--> Thirty Two Short Films About Glenn Gould --[written_by]--> Don McKellar
Neg LogProb(↓):   0.072431
Path Entropy(↓):  0.255755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie moon 44
Start Entity:     Moon 44
Gold Answer:      [['Walter Hill', 'Ivan Passer', 'William Friedkin', 'John Schlesinger', 'Danny Lerner', 'Stewart Raffill', 'Vern Oakley', 'Uwe Boll', 'Eric Red']]
Predicted Ans:    William Friedkin
Predicted Path:   Moon 44 --[starred_actors]--> Michael Paré --[(INV) starred_actors]--> Rampage --[directed_by]--> William Friedkin
Path (Raw):       Moon 44 --[starred_actors]--> Michael Paré --[(INV) starred_actors]--> Rampage --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.544328
Path Entropy(↓):  0.985982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie under siege
Start Entity:     Under Siege
Gold Answer:      [['1980', '2008', '2003', '1993', '2006', '1985', '1977', '2007', '1998', '2009', '1957', '2010', '2004', '1982', '1947', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2006
Predicted Path:   Under Siege --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Path (Raw):       Under Siege --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Neg LogProb(↓):   0.720230
Path Entropy(↓):  2.074135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie riverworld are written by who
Start Entity:     Riverworld
Gold Answer:      [['Diablo Cody', 'Mary Agnes Donoghue', 'Stuart Gillard']]
Predicted Ans:    Mary Agnes Donoghue
Predicted Path:   Riverworld --[directed_by]--> Stuart Gillard --[(INV) directed_by]--> Paradise --[written_by]--> Mary Agnes Donoghue
Path (Raw):       Riverworld --[directed_by]--> Stuart Gillard --[(INV) directed_by]--> Paradise --[written_by]--> Mary Agnes Donoghue
Neg LogProb(↓):   0.076547
Path Entropy(↓):  0.312409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by josh gordon
Start Entity:     Josh Gordon
Gold Answer:      [['Jeffrey Eugenides', 'Allan Loeb']]
Predicted Ans:    Allan Loeb
Predicted Path:   Josh Gordon --[(INV) directed_by]--> The Switch --[written_by]--> Allan Loeb
Path (Raw):       Josh Gordon --[No Operation]--> Josh Gordon --[(INV) directed_by]--> The Switch --[written_by]--> Allan Loeb
Neg LogProb(↓):   0.179828
Path Entropy(↓):  0.602224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of darling lili also wrote movies
Start Entity:     Darling Lili
Gold Answer:      [['Curse of the Pink Panther', 'Wild Rovers', 'Victor Victoria', 'The Party', 'The Ninth Configuration', 'The Pink Panther', 'A Fine Mess', 'Inspector Clouseau', 'S.O.B.', 'Operation Mad Ball', 'Switch', 'The Notorious Landlady', 'The Exorcist', 'Soldier in the Rain', 'The Great Race', 'The Man Who Loved Women', '10', 'The Exorcist III', "That's Life!", 'Skin Deep', 'Son of the Pink Panther', 'A Shot in the Dark', 'My Sister Eileen', 'Sunset']]
Predicted Ans:    The Pink Panther
Predicted Path:   Darling Lili --[written_by]--> Blake Edwards --[(INV) written_by]--> The Pink Panther
Path (Raw):       Darling Lili --[written_by]--> Blake Edwards --[(INV) written_by]--> The Pink Panther --[No Operation]--> The Pink Panther
Neg LogProb(↓):   1.226080
Path Entropy(↓):  1.763603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by josefin asplund
Start Entity:     Josefin Asplund
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Josefin Asplund --[(INV) starred_actors]--> Call Girl --[has_genre]--> Drama
Path (Raw):       Josefin Asplund --[No Operation]--> Josefin Asplund --[(INV) starred_actors]--> Call Girl --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of death wish ii
Start Entity:     Death Wish II
Gold Answer:      [['Ronald Neame', 'James Wan', 'Joseph Ruben', 'Michael Winner', 'Nelson McCormick']]
Predicted Ans:    Michael Winner
Predicted Path:   Death Wish II --[written_by]--> Brian Garfield --[(INV) written_by]--> Death Wish --[directed_by]--> Michael Winner
Path (Raw):       Death Wish II --[written_by]--> Brian Garfield --[(INV) written_by]--> Death Wish --[directed_by]--> Michael Winner
Neg LogProb(↓):   1.401274
Path Entropy(↓):  1.831949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is stuck in love
Start Entity:     Stuck in Love
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Stuck in Love --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Stuck in Love --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   4.096066
Path Entropy(↓):  5.405097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie we are the night were in which languages
Start Entity:     We Are the Night
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   We Are the Night --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[in_language]--> German
Path (Raw):       We Are the Night --[written_by]--> Dennis Gansel --[(INV) written_by]--> The Wave --[in_language]--> German
Neg LogProb(↓):   0.190886
Path Entropy(↓):  0.471448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by erle stanley gardner starred who
Start Entity:     Erle Stanley Gardner
Gold Answer:      [['Warren William']]
Predicted Ans:    Warren William
Predicted Path:   Erle Stanley Gardner --[(INV) written_by]--> The Case of the Curious Bride --[starred_actors]--> Warren William
Path (Raw):       Erle Stanley Gardner --[No Operation]--> Erle Stanley Gardner --[(INV) written_by]--> The Case of the Curious Bride --[starred_actors]--> Warren William
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is one night stand
Start Entity:     One Night Stand
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   One Night Stand --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       One Night Stand --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   2.727960
Path Entropy(↓):  4.268168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the devil and daniel webster were released in which years
Start Entity:     The Devil and Daniel Webster
Gold Answer:      [['1968', '1998', '1934', '1939', '1948', '1944', '1950', '1940', '1942', '1996', '1936', '1999', '1932', '1945', '1935', '1937', '1956']]
Predicted Ans:    1968
Predicted Path:   The Devil and Daniel Webster --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       The Devil and Daniel Webster --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.847028
Path Entropy(↓):  2.087071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed sex and the single girl
Start Entity:     Sex and the Single Girl
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Sex and the Single Girl --[directed_by]--> Richard Quine --[(INV) directed_by]--> Operation Mad Ball --[has_genre]--> Comedy
Path (Raw):       Sex and the Single Girl --[directed_by]--> Richard Quine --[(INV) directed_by]--> Operation Mad Ball --[has_genre]--> Comedy
Neg LogProb(↓):   1.135254
Path Entropy(↓):  1.932346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the learning curve
Start Entity:     The Learning Curve
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Learning Curve --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Learning Curve --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.719746
Path Entropy(↓):  2.883751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does ryan gosling appear in
Start Entity:     Ryan Gosling
Gold Answer:      [['All Good Things', 'Stay', 'Murder by Numbers', 'Lars and the Real Girl', 'Half Nelson', 'Only God Forgives', 'The Ides of March', 'The Place Beyond the Pines', 'Fracture', 'The Slaughter Rule', 'Blue Valentine', 'The Believer', 'Drive']]
Predicted Ans:    Only God Forgives
Predicted Path:   Ryan Gosling --[(INV) starred_actors]--> Only God Forgives --[starred_actors]--> Ryan Gosling --[(INV) starred_actors]--> Only God Forgives
Path (Raw):       Ryan Gosling --[(INV) starred_actors]--> Only God Forgives --[starred_actors]--> Ryan Gosling --[(INV) starred_actors]--> Only God Forgives
Neg LogProb(↓):   0.024882
Path Entropy(↓):  0.137623
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of conversation piece
Start Entity:     Conversation Piece
Gold Answer:      [["Boccaccio '70", 'Rocco and His Brothers', 'Ossessione', 'Ludwig', 'The Damned', 'Bellissima', 'Senso', 'Sandra', 'The Leopard', 'The Stranger', 'Death in Venice']]
Predicted Ans:    Senso
Predicted Path:   Conversation Piece --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso
Path (Raw):       Conversation Piece --[No Operation]--> Conversation Piece --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso
Neg LogProb(↓):   0.000819
Path Entropy(↓):  0.007436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film night watch were released in which years
Start Entity:     Night Watch
Gold Answer:      [['2008', '2006', '2009']]
Predicted Ans:    2008
Predicted Path:   Night Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Wanted --[release_year]--> 2008
Path (Raw):       Night Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Wanted --[release_year]--> 2008
Neg LogProb(↓):   0.572275
Path Entropy(↓):  1.022595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by agatha christie in
Start Entity:     Agatha Christie
Gold Answer:      [['Drama', 'Mystery', 'Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Agatha Christie --[(INV) written_by]--> Murder on the Orient Express --[has_genre]--> Crime
Path (Raw):       Agatha Christie --[No Operation]--> Agatha Christie --[(INV) written_by]--> Murder on the Orient Express --[has_genre]--> Crime
Neg LogProb(↓):   0.188292
Path Entropy(↓):  0.639931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of kolberg
Start Entity:     Kolberg
Gold Answer:      [['Werner Krauss', 'Kristina Söderbaum', 'Heinrich George', 'Ferdinand Marian']]
Predicted Ans:    Werner Krauss
Predicted Path:   Kolberg --[written_by]--> Veit Harlan --[(INV) written_by]--> Jud Süß --[starred_actors]--> Werner Krauss
Path (Raw):       Kolberg --[written_by]--> Veit Harlan --[(INV) written_by]--> Jud Süß --[starred_actors]--> Werner Krauss
Neg LogProb(↓):   0.304202
Path Entropy(↓):  0.634009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by doris roberts
Start Entity:     Doris Roberts
Gold Answer:      [['Leonard Kastle', 'Marc Fienberg']]
Predicted Ans:    Marc Fienberg
Predicted Path:   Doris Roberts --[(INV) starred_actors]--> Play the Game --[written_by]--> Marc Fienberg
Path (Raw):       Doris Roberts --[No Operation]--> Doris Roberts --[(INV) starred_actors]--> Play the Game --[written_by]--> Marc Fienberg
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of derek granger
Start Entity:     Derek Granger
Gold Answer:      [['Tim Sullivan', 'Charles Sturridge']]
Predicted Ans:    Charles Sturridge
Predicted Path:   Derek Granger --[(INV) written_by]--> Where Angels Fear to Tread --[written_by]--> Charles Sturridge
Path (Raw):       Derek Granger --[No Operation]--> Derek Granger --[(INV) written_by]--> Where Angels Fear to Tread --[written_by]--> Charles Sturridge
Neg LogProb(↓):   0.000871
Path Entropy(↓):  0.007202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the arsenic and old lace director
Start Entity:     Arsenic and Old Lace
Gold Answer:      [['Family', 'Music', 'Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Arsenic and Old Lace --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       Arsenic and Old Lace --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.249590
Path Entropy(↓):  0.819395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie kin - dza - dza!
Start Entity:     Kin-dza-dza!
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kin-dza-dza! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Kin-dza-dza! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.578679
Path Entropy(↓):  4.617736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in something wicked this way comes also appears in which movies
Start Entity:     Something Wicked This Way Comes
Gold Answer:      [['The Doctor and the Devils', 'A Thousand Acres', 'Johnny Got His Gun', 'All Night Long', 'Very Annie Mary', 'Isadora', 'Carnosaur', 'Parenthood', 'Dream a Little Dream', 'Hysteria', 'Reunion', 'Raise the Titanic', 'Comes a Horseman', 'The Rachel Papers', 'Tender Is the Night', 'The Day After', 'Evita', 'Once Upon a Time in the West', 'The Wild Angels', 'The Adventures of Huck Finn', 'Rambling Rose', 'Divorce American Style', 'A Big Hand for the Little Lady', 'A Troll in Central Park', "The St. Valentine's Day Massacre", "Gracie's Choice", 'Haunted Honeymoon', 'Barbarians at the Gate', 'The Ballad of Cable Hogue', 'Julia', 'Any Wednesday', 'Melvin and Howard', 'Stigmata', 'The Journey', 'Max Dugan Returns', 'Hour of the Gun', 'Daddy and Them', 'Brazil']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   Something Wicked This Way Comes --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       Something Wicked This Way Comes --[starred_actors]--> Jason Robards --[No Operation]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   0.142707
Path Entropy(↓):  0.575367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed o brother, where art thou?
Start Entity:     O Brother, Where Art Thou?
Gold Answer:      [['1998', '2009', '2001', '2008', '2003', '2004', '1996', '2006', '1994', '1955', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   O Brother, Where Art Thou? --[directed_by]--> Ethan Coen --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       O Brother, Where Art Thou? --[directed_by]--> Ethan Coen --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   1.590307
Path Entropy(↓):  2.188880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by bruno cremer
Start Entity:     Bruno Cremer
Gold Answer:      [['William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   Bruno Cremer --[(INV) starred_actors]--> Sorcerer --[directed_by]--> William Friedkin
Path (Raw):       Bruno Cremer --[No Operation]--> Bruno Cremer --[(INV) starred_actors]--> Sorcerer --[directed_by]--> William Friedkin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by lynne thigpen
Start Entity:     Lynne Thigpen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lynne Thigpen --[(INV) starred_actors]--> Novocaine --[has_genre]--> Comedy
Path (Raw):       Lynne Thigpen --[No Operation]--> Lynne Thigpen --[(INV) starred_actors]--> Novocaine --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by paolo sorrentino were in which genres
Start Entity:     Paolo Sorrentino
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paolo Sorrentino --[(INV) written_by]--> One Man Up --[has_genre]--> Comedy
Path (Raw):       Paolo Sorrentino --[No Operation]--> Paolo Sorrentino --[(INV) written_by]--> One Man Up --[has_genre]--> Comedy
Neg LogProb(↓):   0.396631
Path Entropy(↓):  0.640829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the new legend of shaolin
Start Entity:     The New Legend of Shaolin
Gold Answer:      [['Daniel Lee', 'Peter Chan', 'Stephen Frears', 'Chris Nahon', 'Rob Minkoff', 'Gordon Chan', 'Peter Weir', 'Simon West', 'Sylvester Stallone', 'Ronny Yu', 'Andrzej Bartkowiak', 'Louis Leterrier', 'Philip G. Atwell', 'Paul Thomas Anderson', 'James Wong']]
Predicted Ans:    Simon West
Predicted Path:   The New Legend of Shaolin --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       The New Legend of Shaolin --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.420191
Path Entropy(↓):  0.924265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe lockout
Start Entity:     Lockout
Gold Answer:      [['prison', 'guy pearce', 'maggie grace']]
Predicted Ans:    maggie grace
Predicted Path:   Lockout --[has_tags]--> maggie grace --[(INV) has_tags]--> Lockout --[has_tags]--> maggie grace
Path (Raw):       Lockout --[has_tags]--> maggie grace --[(INV) has_tags]--> Lockout --[has_tags]--> maggie grace
Neg LogProb(↓):   0.001788
Path Entropy(↓):  0.014743
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by george tiller were in which genres
Start Entity:     George Tiller
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   George Tiller --[(INV) starred_actors]--> After Tiller --[has_genre]--> Documentary
Path (Raw):       George Tiller --[No Operation]--> George Tiller --[(INV) starred_actors]--> After Tiller --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor cecilia roth is a co - star of who
Start Entity:     Cecilia Roth
Gold Answer:      [['Kuno Becker', 'Oscar Martínez', 'Imanol Arias', 'Héctor Alterio', 'Ricardo Darín']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[starred_actors]--> Ricardo Darín
Path (Raw):       Cecilia Roth --[No Operation]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.279914
Path Entropy(↓):  0.833790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films julia are written by who
Start Entity:     Julia
Gold Answer:      [['Robert Bolt', 'Alfred Hayes', 'Anna Seghers', 'Jon Cleary', 'Robert L. Richards', 'James Jones', 'Oscar Hammerstein II', 'Lynn Riggs', 'Michael V. Gazzo', 'Frederick Forsyth', 'Erick Zonca', 'Richard Rodgers', 'Collier Young', 'Kathryn Hulme', 'Emeric Pressburger', 'Nora Roberts', 'Carl Foreman', 'Isobel Lennart']]
Predicted Ans:    Carl Foreman
Predicted Path:   Julia --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[written_by]--> Carl Foreman
Path (Raw):       Julia --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[written_by]--> Carl Foreman
Neg LogProb(↓):   1.035672
Path Entropy(↓):  1.486178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of tumbleweeds
Start Entity:     Tumbleweeds
Gold Answer:      [['Pride and Glory', 'Warrior']]
Predicted Ans:    Pride and Glory
Predicted Path:   Tumbleweeds --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Pride and Glory
Path (Raw):       Tumbleweeds --[No Operation]--> Tumbleweeds --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Pride and Glory
Neg LogProb(↓):   0.435224
Path Entropy(↓):  0.919516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for warning from space
Start Entity:     Warning from Space
Gold Answer:      [['Koji Shima']]
Predicted Ans:    Koji Shima
Predicted Path:   Warning from Space --[directed_by]--> Koji Shima --[(INV) directed_by]--> Warning from Space --[directed_by]--> Koji Shima
Path (Raw):       Warning from Space --[directed_by]--> Koji Shima --[(INV) directed_by]--> Warning from Space --[directed_by]--> Koji Shima
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by john lodge
Start Entity:     John Lodge
Gold Answer:      [['William M. Conselman']]
Predicted Ans:    William M. Conselman
Predicted Path:   John Lodge --[(INV) starred_actors]--> The Little Colonel --[written_by]--> William M. Conselman
Path (Raw):       John Lodge --[No Operation]--> John Lodge --[(INV) starred_actors]--> The Little Colonel --[written_by]--> William M. Conselman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie picnic at hanging rock
Start Entity:     Picnic at Hanging Rock
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Picnic at Hanging Rock --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       Picnic at Hanging Rock --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   1.714695
Path Entropy(↓):  3.158177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the day the earth stood still actors
Start Entity:     The Day the Earth Stood Still
Gold Answer:      [['Sport', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[has_genre]--> Action
Path (Raw):       The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[has_genre]--> Action
Neg LogProb(↓):   1.075567
Path Entropy(↓):  2.025661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for munich
Start Entity:     Munich
Gold Answer:      [['Steven Spielberg']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Munich --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[directed_by]--> Steven Spielberg
Path (Raw):       Munich --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   0.794523
Path Entropy(↓):  1.721740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the story of esther costello were directed by who
Start Entity:     The Story of Esther Costello
Gold Answer:      [['Charles Frend', 'Charles Kaufman']]
Predicted Ans:    Charles Frend
Predicted Path:   The Story of Esther Costello --[written_by]--> Nicholas Monsarrat --[(INV) written_by]--> The Cruel Sea --[directed_by]--> Charles Frend
Path (Raw):       The Story of Esther Costello --[written_by]--> Nicholas Monsarrat --[(INV) written_by]--> The Cruel Sea --[directed_by]--> Charles Frend
Neg LogProb(↓):   0.009076
Path Entropy(↓):  0.055560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of maeve dermody
Start Entity:     Maeve Dermody
Gold Answer:      [['Andy Rodoreda', 'Diana Glenn', 'Ryan Kwanten']]
Predicted Ans:    Ryan Kwanten
Predicted Path:   Maeve Dermody --[(INV) starred_actors]--> Griff the Invisible --[starred_actors]--> Ryan Kwanten
Path (Raw):       Maeve Dermody --[No Operation]--> Maeve Dermody --[(INV) starred_actors]--> Griff the Invisible --[starred_actors]--> Ryan Kwanten
Neg LogProb(↓):   0.620191
Path Entropy(↓):  1.160006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the mighty macs
Start Entity:     The Mighty Macs
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Mighty Macs --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[has_genre]--> Drama
Path (Raw):       The Mighty Macs --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[has_genre]--> Drama
Neg LogProb(↓):   0.508373
Path Entropy(↓):  1.176555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films that night in varennes are written by who
Start Entity:     That Night in Varennes
Gold Answer:      [['Iginio Ugo Tarchetti', 'Ettore Scola', 'Tonino Benacquista', 'Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   That Night in Varennes --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[written_by]--> Luc Besson
Path (Raw):       That Night in Varennes --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[written_by]--> Luc Besson
Neg LogProb(↓):   0.049609
Path Entropy(↓):  0.248180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of class of 1984 starred who
Start Entity:     Class of 1984
Gold Answer:      [['Chelsea Field', 'Scott Glenn', 'John Candy', 'Rae Dawn Chong', 'Arnold Schwarzenegger', 'David Keith', 'Dolph Lundgren', 'Beverly Garland', 'Drew Barrymore', 'Lou Diamond Phillips', 'Eugene Levy', 'Linda Blair', 'Jim Bray', 'Brandon Lee', 'Robert Loggia']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Class of 1984 --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Path (Raw):       Class of 1984 --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.073660
Path Entropy(↓):  0.313408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by jug face actors
Start Entity:     Jug Face
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Jug Face --[starred_actors]--> Lauren Ashley Carter --[(INV) starred_actors]--> Jug Face --[has_genre]--> Horror
Path (Raw):       Jug Face --[starred_actors]--> Lauren Ashley Carter --[(INV) starred_actors]--> Jug Face --[has_genre]--> Horror
Neg LogProb(↓):   0.017552
Path Entropy(↓):  0.090422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by sam claflin
Start Entity:     Sam Claflin
Gold Answer:      [['Fantasy', 'Action', 'Romance']]
Predicted Ans:    Action
Predicted Path:   Sam Claflin --[(INV) starred_actors]--> Snow White and the Huntsman --[has_genre]--> Action
Path (Raw):       Sam Claflin --[No Operation]--> Sam Claflin --[(INV) starred_actors]--> Snow White and the Huntsman --[has_genre]--> Action
Neg LogProb(↓):   0.165261
Path Entropy(↓):  0.541605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie don't look now
Start Entity:     Don't Look Now
Gold Answer:      [['1980', '1970', '2003', '1992', '2006', '1985', '1967', '1984', '1977', '2007', '1968', '1998', '1994', '1956', '1943', '1983', '1976', '1971', '1989', '1996', '2002', '1981', '2011', '2013', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1965', '1999', '1969']]
Predicted Ans:    1989
Predicted Path:   Don't Look Now --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[release_year]--> 1989
Path (Raw):       Don't Look Now --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[release_year]--> 1989
Neg LogProb(↓):   1.421095
Path Entropy(↓):  2.760416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did darren mcgavin star in
Start Entity:     Darren McGavin
Gold Answer:      [['The Night Stalker', 'Billy Madison', 'Mrs. Pollifax-Spy', 'The Challenge']]
Predicted Ans:    Billy Madison
Predicted Path:   Darren McGavin --[(INV) starred_actors]--> Billy Madison --[starred_actors]--> Darren McGavin --[(INV) starred_actors]--> Billy Madison
Path (Raw):       Darren McGavin --[(INV) starred_actors]--> Billy Madison --[starred_actors]--> Darren McGavin --[(INV) starred_actors]--> Billy Madison
Neg LogProb(↓):   0.395017
Path Entropy(↓):  1.046659
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the patriot
Start Entity:     The Patriot
Gold Answer:      [['Jeremiah S. Chechik', 'Steven Spielberg']]
Predicted Ans:    Steven Spielberg
Predicted Path:   The Patriot --[written_by]--> Robert Rodat --[(INV) written_by]--> Saving Private Ryan --[directed_by]--> Steven Spielberg
Path (Raw):       The Patriot --[written_by]--> Robert Rodat --[(INV) written_by]--> Saving Private Ryan --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   0.004901
Path Entropy(↓):  0.030963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by wesley ruggles
Start Entity:     Wesley Ruggles
Gold Answer:      [['Catherine Breillat', 'Maurice Pialat']]
Predicted Ans:    Catherine Breillat
Predicted Path:   Wesley Ruggles --[(INV) starred_actors]--> Police --[written_by]--> Catherine Breillat
Path (Raw):       Wesley Ruggles --[No Operation]--> Wesley Ruggles --[(INV) starred_actors]--> Police --[written_by]--> Catherine Breillat
Neg LogProb(↓):   0.073353
Path Entropy(↓):  0.255526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film autumn in new york
Start Entity:     Autumn in New York
Gold Answer:      [['Allison Burnett']]
Predicted Ans:    Allison Burnett
Predicted Path:   Autumn in New York --[written_by]--> Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[written_by]--> Allison Burnett
Path (Raw):       Autumn in New York --[written_by]--> Allison Burnett --[(INV) written_by]--> Resurrecting the Champ --[written_by]--> Allison Burnett
Neg LogProb(↓):   0.641509
Path Entropy(↓):  1.008859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed v. i. warshawski
Start Entity:     V.I. Warshawski
Gold Answer:      [['1986', '1989', '1985', '1984']]
Predicted Ans:    1985
Predicted Path:   V.I. Warshawski --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> Gotcha! --[release_year]--> 1985
Path (Raw):       V.I. Warshawski --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> Gotcha! --[release_year]--> 1985
Neg LogProb(↓):   0.855204
Path Entropy(↓):  1.463822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with manhattan in
Start Entity:     Manhattan
Gold Answer:      [['Portuguese', 'Dutch', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Manhattan --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Manhattan --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.101713
Path Entropy(↓):  0.377518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the voices
Start Entity:     The Voices
Gold Answer:      [['Turbo', 'Runner Runner', 'Foolproof', 'Green Lantern', 'The Proposal', 'ParaNorman', 'Definitely, Maybe', 'Cake', 'Waiting...', 'Drinking Buddies', 'Byzantium', 'Silver Linings Playbook', 'Happy Christmas', 'Animal Kingdom', 'Fireflies in the Garden', 'The Last Five Years', 'Just Friends', 'The Disappearance of Alice Creed', 'Into the Woods', 'Safe House', 'Rocket Science', 'Pitch Perfect', 'The Nines', 'Buried', 'The Change-Up', 'R.I.P.D.', 'The Marc Pease Experience', 'Buying the Cow', 'The Croods', 'Rapture-Palooza', 'Mississippi Grind', '50/50', "Smokin' Aces", 'Chaos Theory', 'Tamara Drewe']]
Predicted Ans:    Happy Christmas
Predicted Path:   The Voices --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas
Path (Raw):       The Voices --[No Operation]--> The Voices --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas
Neg LogProb(↓):   0.525426
Path Entropy(↓):  1.159634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ladybugs, when was it released
Start Entity:     Ladybugs
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Ladybugs --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       Ladybugs --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   2.965749
Path Entropy(↓):  4.515364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by don boyd
Start Entity:     Don Boyd
Gold Answer:      [['Richard Harris', 'Lynn Redgrave']]
Predicted Ans:    Richard Harris
Predicted Path:   Don Boyd --[(INV) directed_by]--> My Kingdom --[starred_actors]--> Richard Harris
Path (Raw):       Don Boyd --[No Operation]--> Don Boyd --[(INV) directed_by]--> My Kingdom --[starred_actors]--> Richard Harris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did michel gondry write
Start Entity:     Michel Gondry
Gold Answer:      [['Tokyo!', 'The Thorn in the Heart', 'Is the Man Who Is Tall Happy?', 'Mood Indigo', 'The We and the I', 'Be Kind Rewind', 'Eternal Sunshine of the Spotless Mind', 'The Science of Sleep']]
Predicted Ans:    The Thorn in the Heart
Predicted Path:   Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart
Path (Raw):       Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart
Neg LogProb(↓):   0.098563
Path Entropy(↓):  0.466047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by andre techine in
Start Entity:     André Téchiné
Gold Answer:      [['Drama', 'War', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   André Téchiné --[(INV) directed_by]--> Wild Reeds --[has_genre]--> Drama
Path (Raw):       André Téchiné --[No Operation]--> André Téchiné --[(INV) directed_by]--> Wild Reeds --[has_genre]--> Drama
Neg LogProb(↓):   0.460459
Path Entropy(↓):  1.022575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director pixote hunt co - directed movies with who
Start Entity:     Pixote Hunt
Gold Answer:      [['Joe Johnston']]
Predicted Ans:    Joe Johnston
Predicted Path:   Pixote Hunt --[(INV) directed_by]--> The Pagemaster --[directed_by]--> Joe Johnston
Path (Raw):       Pixote Hunt --[No Operation]--> Pixote Hunt --[(INV) directed_by]--> The Pagemaster --[directed_by]--> Joe Johnston
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the last station
Start Entity:     The Last Station
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Last Station --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives --[has_genre]--> Comedy
Path (Raw):       The Last Station --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives --[has_genre]--> Comedy
Neg LogProb(↓):   0.368585
Path Entropy(↓):  1.090765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by sergio garrone release
Start Entity:     Sergio Garrone
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Sergio Garrone --[(INV) directed_by]--> Django the Bastard --[release_year]--> 1969
Path (Raw):       Sergio Garrone --[No Operation]--> Sergio Garrone --[(INV) directed_by]--> Django the Bastard --[release_year]--> 1969
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of what's up, doc?
Start Entity:     What's Up, Doc?
Gold Answer:      [['Peter Bogdanovich', 'Gus Van Sant', 'Damian Harris', 'Catherine Hardwicke', 'Richard Donner', 'Joel Schumacher', 'Buck Henry', 'Arthur Penn', 'Mike Nichols', 'Herbert Ross', 'Robert Benton', 'Christian Marquand', 'Neil Armfield', 'Joseph L. Mankiewicz', 'Harold Ramis']]
Predicted Ans:    Robert Benton
Predicted Path:   What's Up, Doc? --[written_by]--> Robert Benton --[(INV) written_by]--> Places in the Heart --[directed_by]--> Robert Benton
Path (Raw):       What's Up, Doc? --[written_by]--> Robert Benton --[(INV) written_by]--> Places in the Heart --[directed_by]--> Robert Benton
Neg LogProb(↓):   2.008532
Path Entropy(↓):  3.135498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was e. elias merhige the director for
Start Entity:     E. Elias Merhige
Gold Answer:      [['Shadow of the Vampire', 'Suspect Zero']]
Predicted Ans:    Shadow of the Vampire
Predicted Path:   E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire --[directed_by]--> E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire
Path (Raw):       E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire --[directed_by]--> E. Elias Merhige --[(INV) directed_by]--> Shadow of the Vampire
Neg LogProb(↓):   0.607482
Path Entropy(↓):  1.080960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by shepherd mead
Start Entity:     Shepherd Mead
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Shepherd Mead --[(INV) written_by]--> How to Succeed in Business Without Really Trying --[has_genre]--> Comedy
Path (Raw):       Shepherd Mead --[No Operation]--> Shepherd Mead --[(INV) written_by]--> How to Succeed in Business Without Really Trying --[has_genre]--> Comedy
Neg LogProb(↓):   0.000124
Path Entropy(↓):  0.001239
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with irene castle
Start Entity:     Irene Castle
Gold Answer:      [['Dorothy Yost', 'Richard Sherman', 'Oscar Hammerstein II']]
Predicted Ans:    Oscar Hammerstein II
Predicted Path:   Irene Castle --[(INV) written_by]--> The Story of Vernon and Irene Castle --[written_by]--> Oscar Hammerstein II
Path (Raw):       Irene Castle --[No Operation]--> Irene Castle --[(INV) written_by]--> The Story of Vernon and Irene Castle --[written_by]--> Oscar Hammerstein II
Neg LogProb(↓):   0.019704
Path Entropy(↓):  0.101483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by jeremy podeswa
Start Entity:     Jeremy Podeswa
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Jeremy Podeswa --[(INV) directed_by]--> Fugitive Pieces --[in_language]--> Greek
Path (Raw):       Jeremy Podeswa --[No Operation]--> Jeremy Podeswa --[(INV) directed_by]--> Fugitive Pieces --[in_language]--> Greek
Neg LogProb(↓):   0.000080
Path Entropy(↓):  0.000832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the insider
Start Entity:     The Insider
Gold Answer:      [['Russell Crowe', 'Christopher Plummer', 'Diane Venora', 'Al Pacino']]
Predicted Ans:    Russell Crowe
Predicted Path:   The Insider --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> Tenderness --[starred_actors]--> Russell Crowe
Path (Raw):       The Insider --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> Tenderness --[starred_actors]--> Russell Crowe
Neg LogProb(↓):   0.326805
Path Entropy(↓):  0.769024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with matt day
Start Entity:     Matt Day
Gold Answer:      [['Alice Garner', "Frances O'Connor", 'Matthew Dyktynski']]
Predicted Ans:    Frances O'Connor
Predicted Path:   Matt Day --[(INV) starred_actors]--> Love and Other Catastrophes --[starred_actors]--> Frances O'Connor
Path (Raw):       Matt Day --[No Operation]--> Matt Day --[(INV) starred_actors]--> Love and Other Catastrophes --[starred_actors]--> Frances O'Connor
Neg LogProb(↓):   0.025706
Path Entropy(↓):  0.130631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for toy story 3
Start Entity:     Toy Story 3
Gold Answer:      [['Lee Unkrich']]
Predicted Ans:    Lee Unkrich
Predicted Path:   Toy Story 3 --[directed_by]--> Lee Unkrich --[(INV) directed_by]--> Toy Story 3 --[directed_by]--> Lee Unkrich
Path (Raw):       Toy Story 3 --[directed_by]--> Lee Unkrich --[(INV) directed_by]--> Toy Story 3 --[directed_by]--> Lee Unkrich
Neg LogProb(↓):   0.007635
Path Entropy(↓):  0.048118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with jump tomorrow were released in which years
Start Entity:     Jump Tomorrow
Gold Answer:      [['2008', '2013']]
Predicted Ans:    2001
Predicted Path:   Jump Tomorrow --[written_by]--> Joel Hopkins --[(INV) written_by]--> Jump Tomorrow --[release_year]--> 2001
Path (Raw):       Jump Tomorrow --[written_by]--> Joel Hopkins --[(INV) written_by]--> Jump Tomorrow --[release_year]--> 2001
Neg LogProb(↓):   0.001509
Path Entropy(↓):  0.012957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in silk
Start Entity:     Silk
Gold Answer:      [['Jonathan Fernandez', 'Gus Van Sant', 'Michael Haneke', 'Tom DiCillo']]
Predicted Ans:    Michael Haneke
Predicted Path:   Silk --[starred_actors]--> Michael Pitt --[(INV) starred_actors]--> Funny Games --[written_by]--> Michael Haneke
Path (Raw):       Silk --[starred_actors]--> Michael Pitt --[(INV) starred_actors]--> Funny Games --[written_by]--> Michael Haneke
Neg LogProb(↓):   1.015627
Path Entropy(↓):  1.363500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for beauty and the beast
Start Entity:     Beauty and the Beast
Gold Answer:      [['Kirk Wise', 'Gary Trousdale']]
Predicted Ans:    Jean Cocteau
Predicted Path:   Beauty and the Beast --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Orpheus --[directed_by]--> Jean Cocteau
Path (Raw):       Beauty and the Beast --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Orpheus --[directed_by]--> Jean Cocteau
Neg LogProb(↓):   0.057552
Path Entropy(↓):  0.260530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by jamie mathieson
Start Entity:     Jamie Mathieson
Gold Answer:      [["Chris O'Dowd", 'Anna Faris', 'Dean Lennox Kelly', 'Marc Wootton']]
Predicted Ans:    Chris O'Dowd
Predicted Path:   Jamie Mathieson --[(INV) written_by]--> Frequently Asked Questions About Time Travel --[starred_actors]--> Chris O'Dowd
Path (Raw):       Jamie Mathieson --[No Operation]--> Jamie Mathieson --[(INV) written_by]--> Frequently Asked Questions About Time Travel --[starred_actors]--> Chris O'Dowd
Neg LogProb(↓):   0.096958
Path Entropy(↓):  0.325274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by vera zorina
Start Entity:     Vera Zorina
Gold Answer:      [['Gregory Ratoff']]
Predicted Ans:    Gregory Ratoff
Predicted Path:   Vera Zorina --[(INV) starred_actors]--> I Was an Adventuress --[directed_by]--> Gregory Ratoff
Path (Raw):       Vera Zorina --[No Operation]--> Vera Zorina --[(INV) starred_actors]--> I Was an Adventuress --[directed_by]--> Gregory Ratoff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of clear history
Start Entity:     Clear History
Gold Answer:      [['Larry David', 'Larry Charles', 'David Mandel', 'Jeff Schaffer', 'Alec Berg']]
Predicted Ans:    Greg Mottola
Predicted Path:   Clear History --[written_by]--> Jeff Schaffer --[(INV) written_by]--> Clear History --[directed_by]--> Greg Mottola
Path (Raw):       Clear History --[written_by]--> Jeff Schaffer --[(INV) written_by]--> Clear History --[directed_by]--> Greg Mottola
Neg LogProb(↓):   2.140707
Path Entropy(↓):  2.368495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose screenwriters also wrote the hidden
Start Entity:     The Hidden
Gold Answer:      [['1995', '1997', '1989', '2004', '1985', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   The Hidden --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout --[release_year]--> 1987
Path (Raw):       The Hidden --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   0.145570
Path Entropy(↓):  0.557063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the adventures of pinocchio
Start Entity:     The Adventures of Pinocchio
Gold Answer:      [['Choking Man', 'Pinocchio']]
Predicted Ans:    Choking Man
Predicted Path:   The Adventures of Pinocchio --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man
Path (Raw):       The Adventures of Pinocchio --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man --[No Operation]--> Choking Man
Neg LogProb(↓):   0.159624
Path Entropy(↓):  0.421012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the second civil war
Start Entity:     The Second Civil War
Gold Answer:      [['Family', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Second Civil War --[directed_by]--> Joe Dante --[(INV) directed_by]--> Gremlins --[has_genre]--> Comedy
Path (Raw):       The Second Civil War --[directed_by]--> Joe Dante --[(INV) directed_by]--> Gremlins --[has_genre]--> Comedy
Neg LogProb(↓):   0.792227
Path Entropy(↓):  1.833403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in logan's run
Start Entity:     Logan's Run
Gold Answer:      [['Jenny Agutter', 'Michael York', 'Richard Jordan', 'Roscoe Lee Browne']]
Predicted Ans:    Michael York
Predicted Path:   Logan's Run --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Strange Affair --[starred_actors]--> Michael York
Path (Raw):       Logan's Run --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Strange Affair --[starred_actors]--> Michael York
Neg LogProb(↓):   0.416580
Path Entropy(↓):  1.344786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the olsen gang
Start Entity:     The Olsen Gang
Gold Answer:      [['Ove Sprogøe']]
Predicted Ans:    Ove Sprogøe
Predicted Path:   The Olsen Gang --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe
Path (Raw):       The Olsen Gang --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe
Neg LogProb(↓):   0.010269
Path Entropy(↓):  0.056996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie enigma in a few words
Start Entity:     Enigma
Gold Answer:      [['saffron burrows', 'michael apted', 'kate winslet', 'world war ii', 'r']]
Predicted Ans:    michael apted
Predicted Path:   Enigma --[has_tags]--> michael apted --[(INV) has_tags]--> Enigma --[has_tags]--> michael apted
Path (Raw):       Enigma --[has_tags]--> michael apted --[(INV) has_tags]--> Enigma --[has_tags]--> michael apted
Neg LogProb(↓):   0.042593
Path Entropy(↓):  0.211621
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of love starred who
Start Entity:     Love
Gold Answer:      [['Mark Wahlberg', 'Polly Walker', 'Jodhi May', 'Lauren Hutton', 'Michael Gambon', 'Olivia Cooke', 'Brenton Thwaites', 'Paul Sorvino', 'Jessica Lange', 'James Caan']]
Predicted Ans:    Olivia Cooke
Predicted Path:   Love --[directed_by]--> William Eubank --[(INV) directed_by]--> The Signal --[starred_actors]--> Olivia Cooke
Path (Raw):       Love --[directed_by]--> William Eubank --[(INV) directed_by]--> The Signal --[starred_actors]--> Olivia Cooke
Neg LogProb(↓):   0.107577
Path Entropy(↓):  0.371169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is dear jesse
Start Entity:     Dear Jesse
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Dear Jesse --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Dear Jesse --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.544398
Path Entropy(↓):  3.797424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie blue harvest were released in which years
Start Entity:     Blue Harvest
Gold Answer:      [['2012', '2014']]
Predicted Ans:    2012
Predicted Path:   Blue Harvest --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[release_year]--> 2012
Path (Raw):       Blue Harvest --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[release_year]--> 2012
Neg LogProb(↓):   0.113936
Path Entropy(↓):  0.404892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by craig bolotin were released in which years
Start Entity:     Craig Bolotin
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Craig Bolotin --[(INV) directed_by]--> Light It Up --[release_year]--> 1999
Path (Raw):       Craig Bolotin --[No Operation]--> Craig Bolotin --[(INV) directed_by]--> Light It Up --[release_year]--> 1999
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film avenger
Start Entity:     Avenger
Gold Answer:      [['1980', '2008', '2003', '1993', '2006', '1985', '1984', '2007', '2009', '1982', '2014', '1983', '1995', '1976', '1948', '1989', '1996', '1981', '1988', '1978', '1997', '1999', '1987']]
Predicted Ans:    1993
Predicted Path:   Avenger --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Path (Raw):       Avenger --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Dark Half --[release_year]--> 1993
Neg LogProb(↓):   0.496891
Path Entropy(↓):  1.420372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in jack goes boating
Start Entity:     Jack Goes Boating
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Jack Goes Boating --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Love Liza --[has_genre]--> Comedy
Path (Raw):       Jack Goes Boating --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Love Liza --[has_genre]--> Comedy
Neg LogProb(↓):   0.796210
Path Entropy(↓):  1.756636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the battle of shaker heights also directed which films
Start Entity:     The Battle of Shaker Heights
Gold Answer:      [['Infestation']]
Predicted Ans:    Infestation
Predicted Path:   The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation
Path (Raw):       The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation --[No Operation]--> Infestation
Neg LogProb(↓):   0.011427
Path Entropy(↓):  0.065153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of catch me if you can
Start Entity:     Catch Me If You Can
Gold Answer:      [['That Championship Season', 'Nick of Time', 'Stand Up Guys', 'The 11th Hour', 'Total Eclipse', 'The Polar Express', 'Gospa', 'The Opportunists', 'Toy Story', "Charlie Wilson's War", 'Dragnet', 'Body of Lies', 'The End of Poverty?', 'The Green Mile', 'The Little Girl Who Lives Down the Lane', 'Inception', 'The Quick and the Dead', 'Gangs of New York', 'The Addiction', 'The Believers', 'The Deer Hunter', 'Suicide Kings', 'Killing Lincoln', 'Volunteers', 'Brainstorm', "What's Eating Gilbert Grape", 'The Final Countdown', 'The Wolf of Wall Street', 'The Basketball Diaries', 'The Prophecy II', 'Gettysburg', 'The Dead Zone', "Marvin's Room", 'The Beach', 'The Subject Was Roses', 'Django Unchained', "The 'Burbs", 'Communion', 'Enigma', 'The Ladykillers', 'J. Edgar', 'Batman Returns', 'The War at Home', 'New Rose Hotel', 'Sleepless in Seattle', 'The Dogs of War', 'Spawn', 'Kangaroo Jack', 'Shutter Island', 'Wedding Crashers', 'The Departed', 'Larry Crowne', 'Beyond the Stars', 'Punchline', 'Toy Story 3', 'The Prophecy', 'Homeboy', 'O', 'A View to a Kill', 'Blood Diamond', 'Balls of Fury', 'Captain Phillips', 'The Comfort of Strangers', 'Apollo 13', 'A Letter from Death Row', 'The Man in the Iron Mask', 'Bachelor Party', 'Sarah, Plain and Tall', 'Hear No Evil', 'At Close Range', 'Death by China', 'Man on Fire', 'Splash', 'Badlands', 'The Funeral', 'The American President', 'The Da Vinci Code', 'The Money Pit', "Don's Plum", 'Blast from the Past', 'Saving Private Ryan', 'Kill the Irishman', 'Big', 'The Bonfire of the Vanities', 'The Man with One Red Shoe', 'Revolutionary Road', 'Philadelphia', 'Excess Baggage', 'The Cassandra Crossing', 'Click', 'Trash', 'Saving Mr. Banks', 'Nothing in Common', 'Titanic', 'King of New York', 'When the Bough Breaks', "This Boy's Life", 'Joe Versus the Volcano', 'Apocalypse Now', 'Last Man Standing', 'Rage', "Heaven's Gate", "You've Got Mail", 'Man of the Year', 'A League of Their Own', 'The Aviator', 'Forrest Gump', 'Romeo + Juliet', 'Biloxi Blues', 'The Maiden Heist', 'The Terminal', 'The Way']]
Predicted Ans:    Enigma
Predicted Path:   Catch Me If You Can --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma
Path (Raw):       Catch Me If You Can --[starred_actors]--> Martin Sheen --[No Operation]--> Martin Sheen --[(INV) starred_actors]--> Enigma
Neg LogProb(↓):   0.377564
Path Entropy(↓):  1.045805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film parasite were in which genres
Start Entity:     Parasite
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Parasite --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Path (Raw):       Parasite --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Neg LogProb(↓):   0.283046
Path Entropy(↓):  0.622493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of noah's ark
Start Entity:     Noah's Ark
Gold Answer:      [['Alfred E. Green', 'Henry King']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Noah's Ark --[written_by]--> Darryl F. Zanuck --[(INV) written_by]--> Noah's Ark --[directed_by]--> Michael Curtiz
Path (Raw):       Noah's Ark --[written_by]--> Darryl F. Zanuck --[(INV) written_by]--> Noah's Ark --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.059531
Path Entropy(↓):  0.236994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by william kelley
Start Entity:     William Kelley
Gold Answer:      [['Peter Weir']]
Predicted Ans:    Peter Weir
Predicted Path:   William Kelley --[(INV) written_by]--> Witness --[directed_by]--> Peter Weir
Path (Raw):       William Kelley --[No Operation]--> William Kelley --[(INV) written_by]--> Witness --[directed_by]--> Peter Weir
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did alexandre o. philippe write the story for
Start Entity:     Alexandre O. Philippe
Gold Answer:      [['Doc of the Dead']]
Predicted Ans:    Doc of the Dead
Predicted Path:   Alexandre O. Philippe --[(INV) written_by]--> Doc of the Dead --[written_by]--> Alexandre O. Philippe --[(INV) written_by]--> Doc of the Dead
Path (Raw):       Alexandre O. Philippe --[(INV) written_by]--> Doc of the Dead --[written_by]--> Alexandre O. Philippe --[(INV) written_by]--> Doc of the Dead
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of romy and michele's high school reunion
Start Entity:     Romy and Michele's High School Reunion
Gold Answer:      [['Son of the Mask', 'Barcelona', 'The Independent', 'The Triumph of Love', 'Wet Hot American Summer', 'Happy Endings', 'At First Sight', 'Clockwatchers', 'The Replacement Killers', 'The Other Woman', 'Emma', 'Bye Bye Love', 'Boogie Woogie', 'The Opposite of Sex', 'Reality Bites', 'Union Square', 'WiseGirls', 'Kabluey', 'The Final Cut', 'I Shot a Man in Vegas', 'Black Beauty', 'Hanging Up', 'Marci X', 'The Anniversary Party', 'Angels Crest', 'Summer of Sam']]
Predicted Ans:    Romy and Michele's High School Reunion
Predicted Path:   Romy and Michele's High School Reunion --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Romy and Michele's High School Reunion
Path (Raw):       Romy and Michele's High School Reunion --[starred_actors]--> Mira Sorvino --[No Operation]--> Mira Sorvino --[(INV) starred_actors]--> Romy and Michele's High School Reunion
Neg LogProb(↓):   1.247545
Path Entropy(↓):  2.178757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe movie fog city mavericks
Start Entity:     Fog City Mavericks
Gold Answer:      [['san francisco']]
Predicted Ans:    san francisco
Predicted Path:   Fog City Mavericks --[has_tags]--> san francisco --[(INV) has_tags]--> Wildflowers --[has_tags]--> san francisco
Path (Raw):       Fog City Mavericks --[has_tags]--> san francisco --[(INV) has_tags]--> Wildflowers --[has_tags]--> san francisco
Neg LogProb(↓):   0.035060
Path Entropy(↓):  0.165317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the heartbreak kid
Start Entity:     The Heartbreak Kid
Gold Answer:      [['Frederic Raphael', 'Gerald A. Browne', 'Neil Cuthbert', 'J. Mills Goodloe', 'Ed. Weinberger', 'Bob Burden', 'Amy Holden Jones', 'Yves Robert', 'James Mottern', 'James Thurber', 'David O. Russell', 'Jim Herzfeld', 'Jean Shepherd', 'Stan Daniels', 'Merian C. Cooper', 'Larry McMurtry', 'Ruth Rose', 'Jeffrey Bloom', 'Neil Simon', 'Peter Bogdanovich', 'Charles Grodin', 'Wes Anderson', 'Brett Halliday', 'Jake Kasdan', 'Nicholas Sparks', 'Ethel Lina White', 'Evan Goldberg', 'Will Fetters', 'Frank Launder', 'Edgar Wallace', 'Geoff Moore', 'James Ashmore Creelman', 'Jane Wagner', 'Stephen Kessler', 'Jason Keller', 'David Posamentier', 'Claudia Myers', 'Mario Van Peebles', 'Owen Wilson', 'Bruce Jay Friedman', 'Richard Matheson', 'George Axelrod', 'Gene Wilder', 'Zeki Demirkubuz', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Ted Griffin', 'Ken Englund', 'Stuart Blumberg', 'Drake Sather', 'Shane Black', 'Sidney Gilliat', 'Terrence McNally', 'Todd Louiso', 'Greg Glienna', 'John Hamburg', 'Ben Stiller', 'Milan Trenc', 'Lorenzo Semple Jr.', 'Mary Ruth Clarke', 'Everett Freeman', 'Eric Schaeffer', 'Jacob Koskoff', 'Jane Rule', 'Thomas Lennon', 'Jared Stern', 'Ben Ripley', 'Seth Rogen', 'Peter Jackson', 'John Hughes', 'David Veloz', 'Jerry Stahl', 'Henry James', 'Robert Ben Garant']]
Predicted Ans:    Eric Schaeffer
Predicted Path:   The Heartbreak Kid --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> If Lucy Fell --[written_by]--> Eric Schaeffer
Path (Raw):       The Heartbreak Kid --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> If Lucy Fell --[written_by]--> Eric Schaeffer
Neg LogProb(↓):   0.885008
Path Entropy(↓):  1.307334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by yoshikazu takeuchi in
Start Entity:     Yoshikazu Takeuchi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Yoshikazu Takeuchi --[(INV) written_by]--> Perfect Blue --[in_language]--> Japanese
Path (Raw):       Yoshikazu Takeuchi --[No Operation]--> Yoshikazu Takeuchi --[(INV) written_by]--> Perfect Blue --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in sleepover
Start Entity:     Sleepover
Gold Answer:      [['Drama', 'Musical', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sleepover --[starred_actors]--> Jane Lynch --[(INV) starred_actors]--> Mr. Troop Mom --[has_genre]--> Comedy
Path (Raw):       Sleepover --[starred_actors]--> Jane Lynch --[(INV) starred_actors]--> Mr. Troop Mom --[has_genre]--> Comedy
Neg LogProb(↓):   1.176073
Path Entropy(↓):  1.751447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of linewatch is also the director of which movies
Start Entity:     Linewatch
Gold Answer:      [['All About the Benjamins']]
Predicted Ans:    Linewatch
Predicted Path:   Linewatch --[directed_by]--> Kevin Bray --[(INV) directed_by]--> Linewatch
Path (Raw):       Linewatch --[directed_by]--> Kevin Bray --[(INV) directed_by]--> Linewatch --[No Operation]--> Linewatch
Neg LogProb(↓):   0.358122
Path Entropy(↓):  0.613737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film get over it
Start Entity:     Get Over It
Gold Answer:      [['Andrew Jarecki', 'Mike Newell', 'Oren Moverman', 'Hossein Amini', 'Leslye Headland', 'Peter Bogdanovich', 'William Friedkin', 'Richard Loncraine', 'Christian Alvart', 'Peyton Reed', 'Lars von Trier', 'Peter Berg', 'Andrew Davis', 'Sofia Coppola', 'Sam Raimi', 'Joe Johnston', 'Cameron Crowe', 'Baltasar Kormákur', 'Andrew Fleming', 'Michael Patrick Jann']]
Predicted Ans:    Christian Alvart
Predicted Path:   Get Over It --[starred_actors]--> Ben Foster --[(INV) starred_actors]--> Pandorum --[directed_by]--> Christian Alvart
Path (Raw):       Get Over It --[starred_actors]--> Ben Foster --[(INV) starred_actors]--> Pandorum --[directed_by]--> Christian Alvart
Neg LogProb(↓):   0.586738
Path Entropy(↓):  0.759374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in british intelligence
Start Entity:     British Intelligence
Gold Answer:      [['Swedish', 'French', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   British Intelligence --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Path (Raw):       British Intelligence --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[in_language]--> Italian
Neg LogProb(↓):   0.032380
Path Entropy(↓):  0.162732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the scarlet and the black
Start Entity:     The Scarlet and the Black
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '1959', '2006', '1974', '1977', '2007', '1963', '2009', '1957', '1951', '1973', '1953', '1947', '1994', '1956', '1976', '2001', '1989', '2002', '1981', '1961', '2011', '1962', '1988', '1978', '1964', '1949', '1975', '2000', '1966', '1950', '2005', '1991', '1965', '1999', '1945', '1987', '1969', '1952', '1958']]
Predicted Ans:    1999
Predicted Path:   The Scarlet and the Black --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       The Scarlet and the Black --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   2.034051
Path Entropy(↓):  2.893051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote curse of the pink panther
Start Entity:     Curse of the Pink Panther
Gold Answer:      [['Fred Astaire', 'Steve Martin', 'Peter Falk', 'Bruce Willis', 'Julie Andrews', 'Jean Reno', 'Lesley Ann Warren', 'Betty Garrett', 'Claudine Longet', 'Robert Wagner', 'Robert Webber', 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Burt Reynolds', 'William Holden', 'Jack Lemmon', "Arthur O'Connell", 'Ellen Barkin', 'Kathryn Grant', 'Herbert Lom', 'Ernie Kovacs', 'David Niven', 'Capucine', 'Roberto Benigni', 'Tuesday Weld', 'Jackie Gleason', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Elke Sommer', 'JoBeth Williams', 'Jimmy Smits', 'John Ritter', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Ted Danson', 'Kim Novak', 'Tony Curtis', 'Janet Leigh', 'Rosalind Russell', 'Alan Arkin', 'Dudley Moore', 'Kevin Kline', 'Howie Mandel', 'Lorraine Bracco', 'Bo Derek', 'Emily Mortimer', 'Rock Hudson', 'Steve McQueen', 'Natalie Wood', 'Robert Preston', 'George Tobias', 'Brian Aherne', 'Janet Blair', "Ryan O'Neal"]]
Predicted Ans:    William Holden
Predicted Path:   Curse of the Pink Panther --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[starred_actors]--> William Holden
Path (Raw):       Curse of the Pink Panther --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[starred_actors]--> William Holden
Neg LogProb(↓):   0.724043
Path Entropy(↓):  1.721892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did sebastian faulks write
Start Entity:     Sebastian Faulks
Gold Answer:      [['Charlotte Gray']]
Predicted Ans:    Charlotte Gray
Predicted Path:   Sebastian Faulks --[(INV) written_by]--> Charlotte Gray --[written_by]--> Sebastian Faulks --[(INV) written_by]--> Charlotte Gray
Path (Raw):       Sebastian Faulks --[(INV) written_by]--> Charlotte Gray --[written_by]--> Sebastian Faulks --[(INV) written_by]--> Charlotte Gray
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was jessica simpson an actor in
Start Entity:     Jessica Simpson
Gold Answer:      [['Employee of the Month', 'Blonde Ambition']]
Predicted Ans:    Employee of the Month
Predicted Path:   Jessica Simpson --[(INV) starred_actors]--> Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month
Path (Raw):       Jessica Simpson --[(INV) starred_actors]--> Employee of the Month --[written_by]--> Don Calame --[(INV) written_by]--> Employee of the Month
Neg LogProb(↓):   0.676721
Path Entropy(↓):  0.817460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by luke kirby
Start Entity:     Luke Kirby
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Luke Kirby --[(INV) starred_actors]--> Labor Pains --[has_genre]--> Comedy
Path (Raw):       Luke Kirby --[No Operation]--> Luke Kirby --[(INV) starred_actors]--> Labor Pains --[has_genre]--> Comedy
Neg LogProb(↓):   0.039271
Path Entropy(↓):  0.163178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did christopher kadish act in
Start Entity:     Christopher Kadish
Gold Answer:      [['Acts of Worship']]
Predicted Ans:    Acts of Worship
Predicted Path:   Christopher Kadish --[(INV) starred_actors]--> Acts of Worship --[starred_actors]--> Christopher Kadish --[(INV) starred_actors]--> Acts of Worship
Path (Raw):       Christopher Kadish --[(INV) starred_actors]--> Acts of Worship --[starred_actors]--> Christopher Kadish --[(INV) starred_actors]--> Acts of Worship
Neg LogProb(↓):   0.214445
Path Entropy(↓):  0.495365
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is my blue heaven
Start Entity:     My Blue Heaven
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   My Blue Heaven --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       My Blue Heaven --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.277242
Path Entropy(↓):  4.489049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of coma also directed which movies
Start Entity:     Coma
Gold Answer:      [['Runaway', 'Physical Evidence', 'The 13th Warrior', 'Looker', 'Westworld']]
Predicted Ans:    Westworld
Predicted Path:   Coma --[directed_by]--> Michael Crichton --[(INV) directed_by]--> Westworld
Path (Raw):       Coma --[directed_by]--> Michael Crichton --[(INV) directed_by]--> Westworld --[No Operation]--> Westworld
Neg LogProb(↓):   0.236346
Path Entropy(↓):  0.764567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie annie hall
Start Entity:     Annie Hall
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Annie Hall --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Path (Raw):       Annie Hall --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Neg LogProb(↓):   2.576602
Path Entropy(↓):  4.028483
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is some like it hot
Start Entity:     Some Like It Hot
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Some Like It Hot --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Path (Raw):       Some Like It Hot --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Neg LogProb(↓):   2.901383
Path Entropy(↓):  4.181747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of empire of the ants
Start Entity:     Empire of the Ants
Gold Answer:      [['Charles Herbert', 'Peggie Castle', 'Alex Pettyfer', 'Jon Cypher', 'Peter Graves', 'Pamela Franklin', 'John Hoyt', 'April Pearson', 'Calvin Dean', 'Ralph Meeker', 'Dimitri Leonidas', 'Marjoe Gortner', 'Richard Carlson']]
Predicted Ans:    Charles Herbert
Predicted Path:   Empire of the Ants --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[starred_actors]--> Charles Herbert
Path (Raw):       Empire of the Ants --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[starred_actors]--> Charles Herbert
Neg LogProb(↓):   0.039186
Path Entropy(↓):  0.167348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of rio grande
Start Entity:     Rio Grande
Gold Answer:      [['Henry Fonda', 'Vera Miles', 'David Farrar', 'James Stewart', 'Lana Turner', 'Groucho Marx', 'Wallace Beery', 'Myrna Loy', 'Lewis Stone', 'Lee Marvin', 'Franchot Tone', 'Joan Crawford', 'Kitty Carlisle', 'John Wayne', 'Lyle Bettger', 'David Torrence', 'Harpo Marx', 'Chico Marx', 'Clark Gable', 'Jean Harlow', 'Victor McLaglen', 'Frank Albertson', 'J. Farrell MacDonald', 'Kenneth MacKenna']]
Predicted Ans:    John Wayne
Predicted Path:   Rio Grande --[written_by]--> James Warner Bellah --[(INV) written_by]--> Rio Grande --[starred_actors]--> John Wayne
Path (Raw):       Rio Grande --[written_by]--> James Warner Bellah --[(INV) written_by]--> Rio Grande --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.136207
Path Entropy(↓):  0.582447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in fabrice luchini starred movies
Start Entity:     Fabrice Luchini
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Fabrice Luchini --[(INV) starred_actors]--> Potiche --[in_language]--> French
Path (Raw):       Fabrice Luchini --[No Operation]--> Fabrice Luchini --[(INV) starred_actors]--> Potiche --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film earth days
Start Entity:     Earth Days
Gold Answer:      [['Robert Stone']]
Predicted Ans:    Robert Stone
Predicted Path:   Earth Days --[written_by]--> Robert Stone --[(INV) written_by]--> Earth Days --[written_by]--> Robert Stone
Path (Raw):       Earth Days --[written_by]--> Robert Stone --[(INV) written_by]--> Earth Days --[written_by]--> Robert Stone
Neg LogProb(↓):   0.154435
Path Entropy(↓):  0.445319
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by nina foch
Start Entity:     Nina Foch
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Nina Foch --[(INV) starred_actors]--> The Undercover Man --[has_genre]--> Drama
Path (Raw):       Nina Foch --[No Operation]--> Nina Foch --[(INV) starred_actors]--> The Undercover Man --[has_genre]--> Drama
Neg LogProb(↓):   0.019728
Path Entropy(↓):  0.105943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the baghead director
Start Entity:     Baghead
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Baghead --[directed_by]--> Jay Duplass --[(INV) directed_by]--> Baghead --[has_genre]--> Comedy
Path (Raw):       Baghead --[directed_by]--> Jay Duplass --[(INV) directed_by]--> Baghead --[has_genre]--> Comedy
Neg LogProb(↓):   0.390361
Path Entropy(↓):  0.738066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by paul zindel
Start Entity:     Paul Zindel
Gold Answer:      [['The Effect of Gamma Rays on Man-in-the-Moon Marigolds', 'Runaway Train', 'Up the Sandbox']]
Predicted Ans:    The Effect of Gamma Rays on Man-in-the-Moon Marigolds
Predicted Path:   Paul Zindel --[(INV) written_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[written_by]--> Paul Zindel --[(INV) written_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds
Path (Raw):       Paul Zindel --[(INV) written_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[written_by]--> Paul Zindel --[(INV) written_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds
Neg LogProb(↓):   0.379910
Path Entropy(↓):  1.002800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of mister lonely
Start Entity:     Mister Lonely
Gold Answer:      [['Control', 'Dreaming of Joseph Lees', 'Holy Motors', 'Boy Meets Girl', 'Rudo y Cursi', 'The Russia House', 'Isadora', 'Performance', 'The Mighty Quinn', 'Morvern Callar', 'King Rat', 'Criminal', 'The Book of Life', 'The Magnet', 'Under the Skin', 'John Carter', 'Only God Knows', 'In America', 'Enduring Love', 'The Servant', 'Expired', 'River Queen', 'Y Tu Mamá También']]
Predicted Ans:    In America
Predicted Path:   Mister Lonely --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America
Path (Raw):       Mister Lonely --[starred_actors]--> Samantha Morton --[No Operation]--> Samantha Morton --[(INV) starred_actors]--> In America
Neg LogProb(↓):   0.100053
Path Entropy(↓):  0.458931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by anita pallenberg were in which languages
Start Entity:     Anita Pallenberg
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Anita Pallenberg --[(INV) starred_actors]--> Dillinger Is Dead --[in_language]--> Italian
Path (Raw):       Anita Pallenberg --[No Operation]--> Anita Pallenberg --[(INV) starred_actors]--> Dillinger Is Dead --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by jonathan rhys meyers
Start Entity:     Jonathan Rhys Meyers
Gold Answer:      [['Pierre Morel', 'Gurinder Chadha', 'Woody Allen']]
Predicted Ans:    Gurinder Chadha
Predicted Path:   Jonathan Rhys Meyers --[(INV) starred_actors]--> Bend It Like Beckham --[directed_by]--> Gurinder Chadha
Path (Raw):       Jonathan Rhys Meyers --[No Operation]--> Jonathan Rhys Meyers --[(INV) starred_actors]--> Bend It Like Beckham --[directed_by]--> Gurinder Chadha
Neg LogProb(↓):   0.023567
Path Entropy(↓):  0.125733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of max dugan returns also wrote which movies
Start Entity:     Max Dugan Returns
Gold Answer:      [['The Out-of-Towners', 'California Suite', 'Plaza Suite', 'The Lonely Guy', 'Murder by Death', 'The Marrying Man', 'Seems Like Old Times', 'The Sunshine Boys', 'Brighton Beach Memoirs', 'The Heartbreak Kid', 'After the Fox', 'The Cheap Detective', 'Sweet Charity', 'Lost in Yonkers', 'Chapter Two', 'The Goodbye Girl', 'The Odd Couple II', 'The Odd Couple', 'Last of the Red Hot Lovers', 'Barefoot in the Park', 'Only When I Laugh', 'Come Blow Your Horn', "The Slugger's Wife", 'Biloxi Blues']]
Predicted Ans:    California Suite
Predicted Path:   Max Dugan Returns --[written_by]--> Neil Simon --[(INV) written_by]--> California Suite
Path (Raw):       Max Dugan Returns --[written_by]--> Neil Simon --[(INV) written_by]--> California Suite --[No Operation]--> California Suite
Neg LogProb(↓):   1.367320
Path Entropy(↓):  2.165932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie antitrust
Start Entity:     Antitrust
Gold Answer:      [['Bruce Joel Rubin', 'Caroline Thompson', 'Kimberly Peirce', 'Ron Shelton', 'Gordon Chan', 'Steven Silver', 'Nora Roberts', 'Greg Marinovich', 'Will Forte', 'Beth Henley', 'Gerald McMorrow', 'Mike Gunther', 'Mike Behrman', 'João Silva', 'Lois Duncan', 'Ethan Coen', 'Steve Gerber', 'Brian Helgeland', 'Henry Bean', 'Kevin Williamson', 'Ted Lewis', 'Jorma Taccone', 'Willard Huyck', 'Dennis Lehane', 'Gloria Katz', 'Tony Giglio', 'Charlie Kaufman', 'Ehren Kruger', 'Mark Christopher', 'Isabel Coixet', 'Sam Raimi', 'Steve Oedekerk', 'Mike Hodges', 'John Thomas', 'Deborah Kaplan', 'Harry Elfont', 'Ron Judkins', 'Graham Yost', 'Choderlos de Laclos', 'Stephen Tolkin', 'David DeFalco', 'Stuart Blumberg', 'Matt Winston', 'Christopher McQuarrie', 'Jim Thomas', 'Coline Serreau', 'Bill Fishman', 'Julian Schnabel', 'John Romano', 'Michael Connelly', 'Frank Darabont', 'Stephen King', 'Tim Robbins', 'Jeanne Duprau', 'Michael Tolkin']]
Predicted Ans:    Tony Giglio
Predicted Path:   Antitrust --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Chaos --[written_by]--> Tony Giglio
Path (Raw):       Antitrust --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Chaos --[written_by]--> Tony Giglio
Neg LogProb(↓):   0.122699
Path Entropy(↓):  0.497576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by matt manfredi
Start Entity:     Matt Manfredi
Gold Answer:      [['Ride Along']]
Predicted Ans:    Ride Along
Predicted Path:   Matt Manfredi --[(INV) written_by]--> Ride Along --[written_by]--> Jason Mantzoukas --[(INV) written_by]--> Ride Along
Path (Raw):       Matt Manfredi --[(INV) written_by]--> Ride Along --[written_by]--> Jason Mantzoukas --[(INV) written_by]--> Ride Along
Neg LogProb(↓):   0.079659
Path Entropy(↓):  0.309563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor buddy hackett is a co - star of who
Start Entity:     Buddy Hackett
Gold Answer:      [['David Tomlinson', 'Sid Caesar', 'Milton Berle', 'Spencer Tracy', 'Michele Lee', 'Dean Jones']]
Predicted Ans:    Dean Jones
Predicted Path:   Buddy Hackett --[(INV) starred_actors]--> The Love Bug --[starred_actors]--> Dean Jones
Path (Raw):       Buddy Hackett --[No Operation]--> Buddy Hackett --[(INV) starred_actors]--> The Love Bug --[starred_actors]--> Dean Jones
Neg LogProb(↓):   0.045164
Path Entropy(↓):  0.186016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by sidney lanfield starred who
Start Entity:     Sidney Lanfield
Gold Answer:      [['Fred Astaire', 'Madeleine Carroll', 'Robert Young', 'Tyrone Power', 'Nigel Bruce', 'Basil Rathbone', 'Sonja Henie', 'Bob Hope', 'Barbara Stanwyck', 'Matt Frewer', 'Robert Benchley', 'Greg Kinnear', 'Richard Greene', 'Peter Cushing', 'Christopher Lee', 'Wendy Barrie', 'Kenneth Welsh', 'Rita Hayworth', 'André Morell', 'Burl Ives']]
Predicted Ans:    Burl Ives
Predicted Path:   Sidney Lanfield --[(INV) directed_by]--> Station West --[starred_actors]--> Burl Ives
Path (Raw):       Sidney Lanfield --[No Operation]--> Sidney Lanfield --[(INV) directed_by]--> Station West --[starred_actors]--> Burl Ives
Neg LogProb(↓):   0.677856
Path Entropy(↓):  1.024140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film rounders
Start Entity:     Rounders
Gold Answer:      [['John Dahl']]
Predicted Ans:    John Dahl
Predicted Path:   Rounders --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[directed_by]--> John Dahl
Path (Raw):       Rounders --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[directed_by]--> John Dahl
Neg LogProb(↓):   0.188185
Path Entropy(↓):  0.458929
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film tarzan's new york adventure starred which actors
Start Entity:     Tarzan's New York Adventure
Gold Answer:      [["Maureen O'Sullivan", 'Johnny Weissmuller']]
Predicted Ans:    Johnny Weissmuller
Predicted Path:   Tarzan's New York Adventure --[starred_actors]--> Johnny Weissmuller --[(INV) starred_actors]--> Tarzan Finds a Son! --[starred_actors]--> Johnny Weissmuller
Path (Raw):       Tarzan's New York Adventure --[starred_actors]--> Johnny Weissmuller --[(INV) starred_actors]--> Tarzan Finds a Son! --[starred_actors]--> Johnny Weissmuller
Neg LogProb(↓):   0.516005
Path Entropy(↓):  1.080640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in bjorne larson directed films
Start Entity:     Björne Larson
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Björne Larson --[(INV) directed_by]--> Kill Your Darlings --[in_language]--> Swedish
Path (Raw):       Björne Larson --[No Operation]--> Björne Larson --[(INV) directed_by]--> Kill Your Darlings --[in_language]--> Swedish
Neg LogProb(↓):   0.000298
Path Entropy(↓):  0.002720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the machine
Start Entity:     The Machine
Gold Answer:      [['Caradog W. James']]
Predicted Ans:    Caradog W. James
Predicted Path:   The Machine --[written_by]--> Caradog W. James --[(INV) written_by]--> The Machine --[written_by]--> Caradog W. James
Path (Raw):       The Machine --[written_by]--> Caradog W. James --[(INV) written_by]--> The Machine --[written_by]--> Caradog W. James
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of embodiment of evil
Start Entity:     Embodiment of Evil
Gold Answer:      [["At Midnight I'll Take Your Soul"]]
Predicted Ans:    At Midnight I'll Take Your Soul
Predicted Path:   Embodiment of Evil --[directed_by]--> José Mojica Marins --[(INV) directed_by]--> At Midnight I'll Take Your Soul
Path (Raw):       Embodiment of Evil --[directed_by]--> José Mojica Marins --[(INV) directed_by]--> At Midnight I'll Take Your Soul --[No Operation]--> At Midnight I'll Take Your Soul
Neg LogProb(↓):   0.236043
Path Entropy(↓):  0.516670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the invention of lying
Start Entity:     The Invention of Lying
Gold Answer:      [['Ricky Gervais']]
Predicted Ans:    Ricky Gervais
Predicted Path:   The Invention of Lying --[written_by]--> Ricky Gervais --[(INV) written_by]--> Cemetery Junction --[starred_actors]--> Ricky Gervais
Path (Raw):       The Invention of Lying --[written_by]--> Ricky Gervais --[(INV) written_by]--> Cemetery Junction --[starred_actors]--> Ricky Gervais
Neg LogProb(↓):   0.609332
Path Entropy(↓):  0.690304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is branded to kill in
Start Entity:     Branded to Kill
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Branded to Kill --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Branded to Kill --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   1.590480
Path Entropy(↓):  3.339421
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by steve cohen in
Start Entity:     Steve Cohen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Steve Cohen --[(INV) written_by]--> The Bachelor --[has_genre]--> Comedy
Path (Raw):       Steve Cohen --[No Operation]--> Steve Cohen --[(INV) written_by]--> The Bachelor --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in command performance
Start Entity:     Command Performance
Gold Answer:      [['Danny Lerner', 'Ken Loach', 'Frédéric Forestier', 'Giorgio Serafini', 'Shawn Sourgose', 'Damian Lee', 'Christopher Kulikowski', 'Roland Emmerich', 'Sidney J. Furie', 'Joseph Zito', 'Marc S. Grenier', 'John Woo', 'Anthony Hickox', 'Russell Mulcahy', 'Andrew Davis', 'Isaac Florentine', 'William Kaufman', 'Dolph Lundgren', 'Perry Lang', 'Jonathan Hensleigh', 'Sylvester Stallone', 'Keoni Waxman', 'Simon West', 'Mark Goldblatt', 'Joseph Kahn', 'Jesse V. Johnson', 'Mark L. Lester', 'Jim Wynorski']]
Predicted Ans:    Simon West
Predicted Path:   Command Performance --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Command Performance --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.852628
Path Entropy(↓):  1.783227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by richard farnsworth
Start Entity:     Richard Farnsworth
Gold Answer:      [['John Hunter', 'Lewis John Carlino', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Richard Farnsworth --[(INV) starred_actors]--> Misery --[written_by]--> Stephen King
Path (Raw):       Richard Farnsworth --[No Operation]--> Richard Farnsworth --[(INV) starred_actors]--> Misery --[written_by]--> Stephen King
Neg LogProb(↓):   0.000255
Path Entropy(↓):  0.002541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film my name is juani
Start Entity:     My Name Is Juani
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   My Name Is Juani --[directed_by]--> Bigas Luna --[(INV) directed_by]--> The Chambermaid on the Titanic --[release_year]--> 1997
Path (Raw):       My Name Is Juani --[directed_by]--> Bigas Luna --[(INV) directed_by]--> The Chambermaid on the Titanic --[release_year]--> 1997
Neg LogProb(↓):   0.063774
Path Entropy(↓):  0.231984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed frances ha
Start Entity:     Frances Ha
Gold Answer:      [['Eric Stoltz', 'Greta Gerwig', 'Noah Baumbach', 'Josh Hamilton', 'Annabella Sciorra']]
Predicted Ans:    Greta Gerwig
Predicted Path:   Frances Ha --[directed_by]--> Noah Baumbach --[(INV) directed_by]--> Greenberg --[starred_actors]--> Greta Gerwig
Path (Raw):       Frances Ha --[directed_by]--> Noah Baumbach --[(INV) directed_by]--> Greenberg --[starred_actors]--> Greta Gerwig
Neg LogProb(↓):   0.052811
Path Entropy(↓):  0.220678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with fish story fall under
Start Entity:     Fish Story
Gold Answer:      [['Mystery']]
Predicted Ans:    Music
Predicted Path:   Fish Story --[directed_by]--> Yoshihiro Nakamura --[(INV) directed_by]--> Fish Story --[has_genre]--> Music
Path (Raw):       Fish Story --[directed_by]--> Yoshihiro Nakamura --[(INV) directed_by]--> Fish Story --[has_genre]--> Music
Neg LogProb(↓):   0.006544
Path Entropy(↓):  0.043920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films written by nagraj manjule
Start Entity:     Nagraj Manjule
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Nagraj Manjule --[(INV) written_by]--> Fandry --[has_genre]--> Family
Path (Raw):       Nagraj Manjule --[No Operation]--> Nagraj Manjule --[(INV) written_by]--> Fandry --[has_genre]--> Family
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of elvira madigan
Start Entity:     Elvira Madigan
Gold Answer:      [['Bo Widerberg']]
Predicted Ans:    Bo Widerberg
Predicted Path:   Elvira Madigan --[written_by]--> Bo Widerberg --[(INV) written_by]--> All Things Fair --[directed_by]--> Bo Widerberg
Path (Raw):       Elvira Madigan --[written_by]--> Bo Widerberg --[(INV) written_by]--> All Things Fair --[directed_by]--> Bo Widerberg
Neg LogProb(↓):   0.000036
Path Entropy(↓):  0.000420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the bad sleep well
Start Entity:     The Bad Sleep Well
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   The Bad Sleep Well --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Bad Sleep Well --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   1.738519
Path Entropy(↓):  3.811944
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with fear
Start Entity:     fear
Gold Answer:      [['Batman Begins', 'The Tingler']]
Predicted Ans:    The Tingler
Predicted Path:   fear --[(INV) has_tags]--> The Tingler --[has_tags]--> fear --[(INV) has_tags]--> The Tingler
Path (Raw):       fear --[(INV) has_tags]--> The Tingler --[has_tags]--> fear --[(INV) has_tags]--> The Tingler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of irene dunne starred movies
Start Entity:     Irene Dunne
Gold Answer:      [['1934', '1946', '1939', '1950', '1960', '1940', '1993', '1936', '1994', '1947', '1932', '1935', '1941', '1937', '1931', '1943']]
Predicted Ans:    1937
Predicted Path:   Irene Dunne --[(INV) starred_actors]--> High, Wide, and Handsome --[release_year]--> 1937
Path (Raw):       Irene Dunne --[No Operation]--> Irene Dunne --[(INV) starred_actors]--> High, Wide, and Handsome --[release_year]--> 1937
Neg LogProb(↓):   0.871175
Path Entropy(↓):  1.724495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in timecrimes
Start Entity:     Timecrimes
Gold Answer:      [['Nacho Vigalondo']]
Predicted Ans:    Nacho Vigalondo
Predicted Path:   Timecrimes --[starred_actors]--> Nacho Vigalondo --[(INV) starred_actors]--> Timecrimes --[starred_actors]--> Nacho Vigalondo
Path (Raw):       Timecrimes --[starred_actors]--> Nacho Vigalondo --[(INV) starred_actors]--> Timecrimes --[starred_actors]--> Nacho Vigalondo
Neg LogProb(↓):   0.000796
Path Entropy(↓):  0.007001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did david carter write the story for
Start Entity:     David Carter
Gold Answer:      [['Stonewall Uprising']]
Predicted Ans:    Stonewall Uprising
Predicted Path:   David Carter --[(INV) written_by]--> Stonewall Uprising --[written_by]--> David Heilbroner --[(INV) written_by]--> Stonewall Uprising
Path (Raw):       David Carter --[(INV) written_by]--> Stonewall Uprising --[written_by]--> David Heilbroner --[(INV) written_by]--> Stonewall Uprising
Neg LogProb(↓):   0.001608
Path Entropy(↓):  0.011942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by chris conkling were released in which years
Start Entity:     Chris Conkling
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Chris Conkling --[(INV) written_by]--> The Lord of the Rings --[release_year]--> 1978
Path (Raw):       Chris Conkling --[No Operation]--> Chris Conkling --[(INV) written_by]--> The Lord of the Rings --[release_year]--> 1978
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the king kong director release
Start Entity:     King Kong
Gold Answer:      [['1959', '1935', '1974', '1984', '1998', '2009', '1973', '1994', '1932', '1995', '1972', '1989', '1940', '1996', '1986', '1978', '1964', '1949', '1966', '1960', '1987', '1969']]
Predicted Ans:    1976
Predicted Path:   King Kong --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[release_year]--> 1976
Path (Raw):       King Kong --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   1.306497
Path Entropy(↓):  2.427389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by andy cochran
Start Entity:     Andy Cochran
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Andy Cochran --[(INV) written_by]--> Adult World --[has_genre]--> Comedy
Path (Raw):       Andy Cochran --[No Operation]--> Andy Cochran --[(INV) written_by]--> Adult World --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in search and destroy also appears in which films
Start Entity:     Search and Destroy
Gold Answer:      [['Speed', 'Paris Trout', 'The Texas Chainsaw Massacre 2', 'The American Friend', 'Hoosiers', 'Catchfire', 'Lisa Picard Is Famous', 'Blue Velvet', 'Super Mario Bros.', 'Elegy', 'Ticker', 'House of 9', "Who's That Girl", 'Carried Away', 'The Keeper', 'Night Tide', 'True Romance', 'Out of the Blue', 'Boiling Point', 'Black Widow', 'Flashback', 'Chattahoochee', 'An American Werewolf in London', 'The Osterman Weekend', 'Alpha and Omega', 'After Hours', 'Human Highway', 'Queen of Blood', 'Almost You', 'Easy Rider']]
Predicted Ans:    Elegy
Predicted Path:   Search and Destroy --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Elegy
Path (Raw):       Search and Destroy --[starred_actors]--> Dennis Hopper --[No Operation]--> Dennis Hopper --[(INV) starred_actors]--> Elegy
Neg LogProb(↓):   1.082557
Path Entropy(↓):  2.173907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film raise the titanic
Start Entity:     Raise the Titanic
Gold Answer:      [['1980', '1970', '2008', '1992', '1959', '1993', '1985', '1967', '1974', '1977', '1968', '2014', '1983', '1976', '1972', '1971', '1990', '1989', '1962', '1978', '2000', '1997', '1966', '1987']]
Predicted Ans:    1968
Predicted Path:   Raise the Titanic --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       Raise the Titanic --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.985827
Path Entropy(↓):  2.222738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does phyllis barry act in
Start Entity:     Phyllis Barry
Gold Answer:      [['What! No Beer?']]
Predicted Ans:    Two Sisters from Boston
Predicted Path:   Phyllis Barry --[(INV) starred_actors]--> What! No Beer? --[starred_actors]--> Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston
Path (Raw):       Phyllis Barry --[(INV) starred_actors]--> What! No Beer? --[starred_actors]--> Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston
Neg LogProb(↓):   0.001151
Path Entropy(↓):  0.008942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie dear wendy
Start Entity:     Dear Wendy
Gold Answer:      [['Edward Zwick', 'Arie Posin', 'Don Bluth', 'Donald Petrie', 'Jake Kasdan', 'Roland Emmerich', 'David Lynch', 'Wes Craven', 'Jon Turteltaub', 'Gary Goldman', 'Harold Becker', 'Jon Amiel', 'Wim Wenders', 'John Dahl', 'Kevin Macdonald', 'Steven Spielberg', 'Curtiss Clayton', 'Carl Reiner', 'Stephen Daldry', 'Doug Liman', 'Steve Miner', 'Mel Brooks', 'Jonathan Kaplan', 'Mike Figgis', 'David Gordon Green']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Dear Wendy --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Adventures of Tintin --[directed_by]--> Steven Spielberg
Path (Raw):       Dear Wendy --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Adventures of Tintin --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   1.061751
Path Entropy(↓):  1.596920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by marc guggenheim
Start Entity:     Marc Guggenheim
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Marc Guggenheim --[(INV) written_by]--> Green Lantern --[has_genre]--> Action
Path (Raw):       Marc Guggenheim --[No Operation]--> Marc Guggenheim --[(INV) written_by]--> Green Lantern --[has_genre]--> Action
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by burr debenning were written by who
Start Entity:     Burr DeBenning
Gold Answer:      [['William Sachs']]
Predicted Ans:    William Sachs
Predicted Path:   Burr DeBenning --[(INV) starred_actors]--> The Incredible Melting Man --[written_by]--> William Sachs
Path (Raw):       Burr DeBenning --[No Operation]--> Burr DeBenning --[(INV) starred_actors]--> The Incredible Melting Man --[written_by]--> William Sachs
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the battle of russia were released in which years
Start Entity:     The Battle of Russia
Gold Answer:      [['1946', '1944', '1959', '1936', '1967', '1941', '1968', '1939', '1933', '1951', '2010', '1973', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1926', '1961', '1934', '1997', '1937', '1928', '1930']]
Predicted Ans:    1940
Predicted Path:   The Battle of Russia --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> All This, and Heaven Too --[release_year]--> 1940
Path (Raw):       The Battle of Russia --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> All This, and Heaven Too --[release_year]--> 1940
Neg LogProb(↓):   1.396399
Path Entropy(↓):  2.367314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie chain of command are written by who
Start Entity:     Chain of Command
Gold Answer:      [['Arthur C. Clarke', 'Tom Stoppard', 'Robin Moore', 'William Goldman', 'John le Carré', 'David Newman', 'Peter Hyams', 'Elmore Leonard', 'Ernest Tidyman', 'Carl Gottlieb', 'Uwe Boll', 'Jacques Deray', 'Robert Benton', 'Eric Red', 'Sonny Grosso', 'Peter Benchley']]
Predicted Ans:    William Goldman
Predicted Path:   Chain of Command --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Path (Raw):       Chain of Command --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Neg LogProb(↓):   0.005126
Path Entropy(↓):  0.040451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of quinn k. redeker written films
Start Entity:     Quinn K. Redeker
Gold Answer:      [['Michael Cimino']]
Predicted Ans:    Michael Cimino
Predicted Path:   Quinn K. Redeker --[(INV) written_by]--> The Deer Hunter --[directed_by]--> Michael Cimino
Path (Raw):       Quinn K. Redeker --[No Operation]--> Quinn K. Redeker --[(INV) written_by]--> The Deer Hunter --[directed_by]--> Michael Cimino
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by carmelo gomez in
Start Entity:     Carmelo Gómez
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Carmelo Gómez --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Path (Raw):       Carmelo Gómez --[No Operation]--> Carmelo Gómez --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.648205
Path Entropy(↓):  0.694154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by mark hammond
Start Entity:     Mark Hammond
Gold Answer:      [['Brendan Foley']]
Predicted Ans:    Brendan Foley
Predicted Path:   Mark Hammond --[(INV) directed_by]--> Johnny Was --[written_by]--> Brendan Foley
Path (Raw):       Mark Hammond --[No Operation]--> Mark Hammond --[(INV) directed_by]--> Johnny Was --[written_by]--> Brendan Foley
Neg LogProb(↓):   0.000874
Path Entropy(↓):  0.007029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film grown ups were in which genres
Start Entity:     Grown Ups
Gold Answer:      [['Sport', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Grown Ups --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Big Daddy --[has_genre]--> Comedy
Path (Raw):       Grown Ups --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Big Daddy --[has_genre]--> Comedy
Neg LogProb(↓):   0.813922
Path Entropy(↓):  1.239102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with leon morin, priest in
Start Entity:     Léon Morin, Priest
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Léon Morin, Priest --[starred_actors]--> Emmanuelle Riva --[(INV) starred_actors]--> Amour --[in_language]--> English
Path (Raw):       Léon Morin, Priest --[starred_actors]--> Emmanuelle Riva --[(INV) starred_actors]--> Amour --[in_language]--> English
Neg LogProb(↓):   0.610242
Path Entropy(↓):  0.689590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by matleena kuusniemi
Start Entity:     Matleena Kuusniemi
Gold Answer:      [['Aku Louhimies']]
Predicted Ans:    Aku Louhimies
Predicted Path:   Matleena Kuusniemi --[(INV) starred_actors]--> Man Exposed --[directed_by]--> Aku Louhimies
Path (Raw):       Matleena Kuusniemi --[No Operation]--> Matleena Kuusniemi --[(INV) starred_actors]--> Man Exposed --[directed_by]--> Aku Louhimies
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by angela lindvall
Start Entity:     Angela Lindvall
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Angela Lindvall --[(INV) starred_actors]--> CQ --[in_language]--> French
Path (Raw):       Angela Lindvall --[No Operation]--> Angela Lindvall --[(INV) starred_actors]--> CQ --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the mudlark
Start Entity:     The Mudlark
Gold Answer:      [['French', 'English', 'Greek', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Mudlark --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       The Mudlark --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   0.564325
Path Entropy(↓):  0.684191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed look who's talking too
Start Entity:     Look Who's Talking Too
Gold Answer:      [['Amy Heckerling']]
Predicted Ans:    Amy Heckerling
Predicted Path:   Look Who's Talking Too --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Vamps --[directed_by]--> Amy Heckerling
Path (Raw):       Look Who's Talking Too --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Vamps --[directed_by]--> Amy Heckerling
Neg LogProb(↓):   0.348326
Path Entropy(↓):  0.698590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie unholy released
Start Entity:     Unholy
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Unholy --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Unholy --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.940493
Path Entropy(↓):  4.558099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of trial by jury
Start Entity:     Trial by Jury
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Trial by Jury --[directed_by]--> Heywood Gould --[(INV) directed_by]--> One Good Cop --[release_year]--> 1991
Path (Raw):       Trial by Jury --[directed_by]--> Heywood Gould --[(INV) directed_by]--> One Good Cop --[release_year]--> 1991
Neg LogProb(↓):   0.040044
Path Entropy(↓):  0.165605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by c. o. g. screenwriters
Start Entity:     C.O.G.
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[has_genre]--> Drama
Path (Raw):       C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[has_genre]--> Drama
Neg LogProb(↓):   0.000551
Path Entropy(↓):  0.004827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film demons are written by who
Start Entity:     Demons
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Demons --[starred_actors]--> Urbano Barberini --[(INV) starred_actors]--> Opera --[written_by]--> Dario Argento
Path (Raw):       Demons --[starred_actors]--> Urbano Barberini --[(INV) starred_actors]--> Opera --[written_by]--> Dario Argento
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with georgina haig
Start Entity:     Georgina Haig
Gold Answer:      [['Xavier Samuel', 'Sophie Lowe', 'Bob Morley']]
Predicted Ans:    Xavier Samuel
Predicted Path:   Georgina Haig --[(INV) starred_actors]--> Road Kill --[starred_actors]--> Xavier Samuel
Path (Raw):       Georgina Haig --[No Operation]--> Georgina Haig --[(INV) starred_actors]--> Road Kill --[starred_actors]--> Xavier Samuel
Neg LogProb(↓):   0.170199
Path Entropy(↓):  0.436796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe demon seed
Start Entity:     Demon Seed
Gold Answer:      [['science']]
Predicted Ans:    science
Predicted Path:   Demon Seed --[has_tags]--> science --[(INV) has_tags]--> The Killer Shrews --[has_tags]--> science
Path (Raw):       Demon Seed --[has_tags]--> science --[(INV) has_tags]--> The Killer Shrews --[has_tags]--> science
Neg LogProb(↓):   0.000370
Path Entropy(↓):  0.003446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed la chienne
Start Entity:     La Chienne
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   La Chienne --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Lower Depths --[has_genre]--> Drama
Path (Raw):       La Chienne --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Lower Depths --[has_genre]--> Drama
Neg LogProb(↓):   0.336941
Path Entropy(↓):  1.077664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by joan didion
Start Entity:     Joan Didion
Gold Answer:      [['1971', '1981']]
Predicted Ans:    1981
Predicted Path:   Joan Didion --[(INV) written_by]--> True Confessions --[release_year]--> 1981
Path (Raw):       Joan Didion --[No Operation]--> Joan Didion --[(INV) written_by]--> True Confessions --[release_year]--> 1981
Neg LogProb(↓):   0.045113
Path Entropy(↓):  0.180798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with cy endfield
Start Entity:     Cy Endfield
Gold Answer:      [['John Prebble', 'Jérôme Salle', 'Anthony Story']]
Predicted Ans:    Cy Endfield
Predicted Path:   Cy Endfield --[(INV) written_by]--> Zulu --[written_by]--> Cy Endfield
Path (Raw):       Cy Endfield --[No Operation]--> Cy Endfield --[(INV) written_by]--> Zulu --[written_by]--> Cy Endfield
Neg LogProb(↓):   0.004303
Path Entropy(↓):  0.029550
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies directed by farah khan
Start Entity:     Farah Khan
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Farah Khan --[(INV) directed_by]--> Happy New Year --[has_genre]--> Comedy
Path (Raw):       Farah Khan --[No Operation]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[has_genre]--> Comedy
Neg LogProb(↓):   0.012426
Path Entropy(↓):  0.069027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by kip pardue released
Start Entity:     Kip Pardue
Gold Answer:      [['2003', '2002']]
Predicted Ans:    2002
Predicted Path:   Kip Pardue --[(INV) starred_actors]--> The Rules of Attraction --[release_year]--> 2002
Path (Raw):       Kip Pardue --[No Operation]--> Kip Pardue --[(INV) starred_actors]--> The Rules of Attraction --[release_year]--> 2002
Neg LogProb(↓):   0.080106
Path Entropy(↓):  0.303904
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie andrei rublev were in which languages
Start Entity:     Andrei Rublev
Gold Answer:      [['Swedish', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Andrei Rublev --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[in_language]--> Russian
Path (Raw):       Andrei Rublev --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.204180
Path Entropy(↓):  0.610270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director alan rudolph co - directed movies with who
Start Entity:     Alan Rudolph
Gold Answer:      [['Kevin Tenney', 'Jack Woods', 'Dennis Muren']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Path (Raw):       Alan Rudolph --[No Operation]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   0.202931
Path Entropy(↓):  0.611352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote the land that time forgot
Start Entity:     The Land That Time Forgot
Gold Answer:      [['Kevin Connor', 'Robert F. Hill', 'Scott Sidney', 'John Guillermin', 'Carl Schenkel', 'John Derek', 'Kevin Lima', 'Chris Buck', 'Andrew Stanton', 'Lee Sholem', 'Reinhard Klooss']]
Predicted Ans:    Kevin Connor
Predicted Path:   The Land That Time Forgot --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[directed_by]--> Kevin Connor
Path (Raw):       The Land That Time Forgot --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[directed_by]--> Kevin Connor
Neg LogProb(↓):   0.223134
Path Entropy(↓):  0.824697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of society
Start Entity:     Society
Gold Answer:      [['Brian Yuzna']]
Predicted Ans:    Brian Yuzna
Predicted Path:   Society --[written_by]--> Rick Fry --[(INV) written_by]--> Society --[directed_by]--> Brian Yuzna
Path (Raw):       Society --[written_by]--> Rick Fry --[(INV) written_by]--> Society --[directed_by]--> Brian Yuzna
Neg LogProb(↓):   0.087972
Path Entropy(↓):  0.292574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by young frankenstein actors
Start Entity:     Young Frankenstein
Gold Answer:      [['Art Linson', 'Peter Hyams', 'Buster Keaton', 'Edward F. Cline', 'Richard C. Sarafian', 'Bud Yorkin', 'Peter Bogdanovich', 'Alan Alda', 'William Friedkin', 'Jon Turteltaub', 'Robert Aldrich', 'Jonathan Lynn', 'Sidney Poitier', 'Susan Stroman', 'Leonard Nimoy', 'Wim Wenders', 'Russell Mulcahy', 'Gene Wilder', 'Marty Feldman', 'Howard Zieff', 'Paul Schrader', 'Buck Henry', 'Peter Yates', 'James Gunn', 'Nora Ephron', 'Waris Hussein', 'Mel Brooks', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Young Frankenstein --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Path (Raw):       Young Frankenstein --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.525146
Path Entropy(↓):  0.792868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by megan griffiths
Start Entity:     Megan Griffiths
Gold Answer:      [['Eden']]
Predicted Ans:    Eden
Predicted Path:   Megan Griffiths --[(INV) written_by]--> Eden --[written_by]--> Chong Kim --[(INV) written_by]--> Eden
Path (Raw):       Megan Griffiths --[(INV) written_by]--> Eden --[written_by]--> Chong Kim --[(INV) written_by]--> Eden
Neg LogProb(↓):   0.314283
Path Entropy(↓):  0.756761
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of flight of the intruder
Start Entity:     Flight of the Intruder
Gold Answer:      [['Rough Riders', 'Farewell to the King', 'Red Dawn', 'The Wind and the Lion', 'Conan the Barbarian', 'Dillinger', 'Big Wednesday']]
Predicted Ans:    Conan the Barbarian
Predicted Path:   Flight of the Intruder --[directed_by]--> John Milius --[(INV) directed_by]--> Conan the Barbarian
Path (Raw):       Flight of the Intruder --[directed_by]--> John Milius --[(INV) directed_by]--> Conan the Barbarian --[No Operation]--> Conan the Barbarian
Neg LogProb(↓):   0.616323
Path Entropy(↓):  1.148804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in kuch kuch hota hai
Start Entity:     Kuch Kuch Hota Hai
Gold Answer:      [['Kunal Kohli', 'Aditya Chopra', 'Aziz Mirza', 'Shibani Bathija', 'Vijayadan Detha', 'Amol Palekar', 'Sanjay Leela Bhansali', 'Fyodor Dostoevsky', 'Karan Johar']]
Predicted Ans:    Sanjay Leela Bhansali
Predicted Path:   Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Black --[written_by]--> Sanjay Leela Bhansali
Path (Raw):       Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Black --[written_by]--> Sanjay Leela Bhansali
Neg LogProb(↓):   0.467420
Path Entropy(↓):  1.085841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of bill paxton starred movies
Start Entity:     Bill Paxton
Gold Answer:      [['Walter Hill', 'Jonathan Mostow', 'George P. Cosmatos', 'Ron Howard', 'Jan de Bont', 'Robert Harling', 'Joel Schumacher', 'Stephen Berra', 'Todd Komarnicki', 'Sam Raimi', 'Dan Gilroy', 'Terry George', 'Ernest B. Schoedsack', 'Ron Underwood', 'Anthony Hopkins', 'Carl Franklin', 'Kevin Jarre', 'Steven Lisberger']]
Predicted Ans:    Ron Howard
Predicted Path:   Bill Paxton --[(INV) starred_actors]--> Apollo 13 --[directed_by]--> Ron Howard
Path (Raw):       Bill Paxton --[No Operation]--> Bill Paxton --[(INV) starred_actors]--> Apollo 13 --[directed_by]--> Ron Howard
Neg LogProb(↓):   0.327913
Path Entropy(↓):  0.922107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of distant drums
Start Entity:     Distant Drums
Gold Answer:      [['Bing Crosby', 'Jane Russell', 'Robert Alda', 'Aldo Ray', 'Van Heflin', 'Claire Trevor', 'Philip Carey', 'Clint Eastwood', 'Dorothy Malone', 'Walter Pidgeon', 'Tyne Daly', 'Gregory Peck', 'Donna Reed', 'Jack Carson', 'Gladys George', 'Priscilla Lane', 'Raymond Massey', 'Robert Mitchum', 'Ann Sheridan', 'Virginia Mayo', "Edmond O'Brien", 'Alan Hale', 'Joel McCrea', 'Olivia de Havilland', 'Errol Flynn', 'Teresa Wright', 'George Raft', 'James Cagney', 'Eleanor Parker', 'John Agar', 'Robert Ryan', 'John Wayne', 'Roy Rogers', 'Walter Brennan', 'Sydney Greenstreet', 'Judith Anderson', 'Brenda Marshall', 'Robert Beatty', 'Rita Hayworth', 'Kirk Douglas', 'Alexis Smith', 'Dean Jagger', 'Ronald Reagan', 'Clark Gable', 'Marion Davies', 'Mona Freeman', 'Humphrey Bogart', 'Ida Lupino', 'Peter Lorre', 'Rock Hudson', 'Margaret Wycherly']]
Predicted Ans:    Bing Crosby
Predicted Path:   Distant Drums --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[starred_actors]--> Bing Crosby
Path (Raw):       Distant Drums --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[starred_actors]--> Bing Crosby
Neg LogProb(↓):   0.802965
Path Entropy(↓):  1.510730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie family plot were released in which years
Start Entity:     Family Plot
Gold Answer:      [['1995', '1963', '1966', '1954', '1957', '1960', '1959', '1965', '1999', '1969', '1956']]
Predicted Ans:    1954
Predicted Path:   Family Plot --[written_by]--> Ernest Lehman --[(INV) written_by]--> Sabrina --[release_year]--> 1954
Path (Raw):       Family Plot --[written_by]--> Ernest Lehman --[(INV) written_by]--> Sabrina --[release_year]--> 1954
Neg LogProb(↓):   1.382159
Path Entropy(↓):  2.111387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by robert blees released
Start Entity:     Robert Blees
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   Robert Blees --[(INV) written_by]--> Magnificent Obsession --[release_year]--> 1954
Path (Raw):       Robert Blees --[No Operation]--> Robert Blees --[(INV) written_by]--> Magnificent Obsession --[release_year]--> 1954
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film billy the kid versus dracula released
Start Entity:     Billy the Kid Versus Dracula
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Billy the Kid Versus Dracula --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       Billy the Kid Versus Dracula --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.928721
Path Entropy(↓):  4.028161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the faculty
Start Entity:     The Faculty
Gold Answer:      [['Robert Souza', 'Adam Brooks', 'Brad Kaaya', 'Ron Shelton', 'William Shakespeare', 'Michael Bortman', 'J.R. Moehringer', 'Melissa Painter', 'Jennifer Egan', 'Jerome Odlum', 'John Carpenter', 'Michael Seitzman', 'Jeffrey Eugenides', 'Sofia Coppola', 'Steve Niles', 'Jean Howell', 'Mark Bowden', 'James Ellroy', 'Rob Perez', 'Guy Moshe', 'Boaz Davidson', 'Jason Smilovic', 'Roger Corman', 'Allison Burnett', 'Randall Wallace', 'Chris Morgan']]
Predicted Ans:    Randall Wallace
Predicted Path:   The Faculty --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Path (Raw):       The Faculty --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.035861
Path Entropy(↓):  0.195912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film purgatory
Start Entity:     Purgatory
Gold Answer:      [['Uli Edel']]
Predicted Ans:    Uli Edel
Predicted Path:   Purgatory --[directed_by]--> Uli Edel --[(INV) directed_by]--> The Baader Meinhof Complex --[directed_by]--> Uli Edel
Path (Raw):       Purgatory --[directed_by]--> Uli Edel --[(INV) directed_by]--> The Baader Meinhof Complex --[directed_by]--> Uli Edel
Neg LogProb(↓):   0.000127
Path Entropy(↓):  0.001352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was assaf bernstein the writer of
Start Entity:     Assaf Bernstein
Gold Answer:      [['The Debt']]
Predicted Ans:    The Debt
Predicted Path:   Assaf Bernstein --[(INV) written_by]--> The Debt --[written_by]--> Assaf Bernstein --[(INV) written_by]--> The Debt
Path (Raw):       Assaf Bernstein --[(INV) written_by]--> The Debt --[written_by]--> Assaf Bernstein --[(INV) written_by]--> The Debt
Neg LogProb(↓):   2.079945
Path Entropy(↓):  2.084059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by robert m. edsel
Start Entity:     Robert M. Edsel
Gold Answer:      [['George Clooney']]
Predicted Ans:    George Clooney
Predicted Path:   Robert M. Edsel --[(INV) written_by]--> The Monuments Men --[directed_by]--> George Clooney
Path (Raw):       Robert M. Edsel --[No Operation]--> Robert M. Edsel --[(INV) written_by]--> The Monuments Men --[directed_by]--> George Clooney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by storm warning actors
Start Entity:     Storm Warning
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Storm Warning --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Path (Raw):       Storm Warning --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.000247
Path Entropy(↓):  0.002568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tom burke act in
Start Entity:     Tom Burke
Gold Answer:      [['Donkey Punch', 'Third Star']]
Predicted Ans:    Donkey Punch
Predicted Path:   Tom Burke --[(INV) starred_actors]--> Donkey Punch --[starred_actors]--> Nichola Burley --[(INV) starred_actors]--> Donkey Punch
Path (Raw):       Tom Burke --[(INV) starred_actors]--> Donkey Punch --[starred_actors]--> Nichola Burley --[(INV) starred_actors]--> Donkey Punch
Neg LogProb(↓):   0.004546
Path Entropy(↓):  0.029207
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was shane acker the director of
Start Entity:     Shane Acker
Gold Answer:      [['9']]
Predicted Ans:    9
Predicted Path:   Shane Acker --[(INV) directed_by]--> 9 --[directed_by]--> Shane Acker --[(INV) directed_by]--> 9
Path (Raw):       Shane Acker --[(INV) directed_by]--> 9 --[directed_by]--> Shane Acker --[(INV) directed_by]--> 9
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by sonia ferrer were in which languages
Start Entity:     Sonia Ferrer
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Sonia Ferrer --[(INV) starred_actors]--> Donkey Xote --[in_language]--> Spanish
Path (Raw):       Sonia Ferrer --[No Operation]--> Sonia Ferrer --[(INV) starred_actors]--> Donkey Xote --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was sam wolfson the writer of
Start Entity:     Sam Wolfson
Gold Answer:      [['Jewtopia']]
Predicted Ans:    Jewtopia
Predicted Path:   Sam Wolfson --[(INV) written_by]--> Jewtopia --[written_by]--> Sam Wolfson --[(INV) written_by]--> Jewtopia
Path (Raw):       Sam Wolfson --[(INV) written_by]--> Jewtopia --[written_by]--> Sam Wolfson --[(INV) written_by]--> Jewtopia
Neg LogProb(↓):   0.002095
Path Entropy(↓):  0.014999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in no time for love
Start Entity:     No Time for Love
Gold Answer:      [['George Cukor', 'Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'Chester Erskine', 'Rudolph Maté', 'Gilles Mimouni', 'Preston Sturges', 'Jean Negulesco', 'Richard Thorpe', 'Richard Quine', 'Billy Wilder', 'John M. Stahl', 'John Ford', 'Dorothy Arzner', 'George Marshall', 'Frank Lloyd', 'Daniela Thomas', 'Henry King', 'Frank Capra', 'William K. Howard', 'Douglas Sirk', 'Ernst Lubitsch', 'Wesley Ruggles', 'Curtis Bernhardt', 'Mitchell Leisen', 'Paul Wendkos', 'Charles Barton', 'Walter Salles', 'Jack Conway', 'Norman Tokar', 'George Stevens', 'Eduardo Mignogna', 'Joseph L. Mankiewicz', 'Robert Stevenson', 'Mark Sandrich']]
Predicted Ans:    Billy Wilder
Predicted Path:   No Time for Love --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Path (Raw):       No Time for Love --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.071673
Path Entropy(↓):  1.978321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is forces of nature
Start Entity:     Forces of Nature
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Forces of Nature --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Forces of Nature --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.402643
Path Entropy(↓):  4.316041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is the interview
Start Entity:     The Interview
Gold Answer:      [['Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Interview --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Interview --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.172526
Path Entropy(↓):  4.540193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by twelve o'clock high actors
Start Entity:     Twelve O'Clock High
Gold Answer:      [['St. Clair McKelway', 'Edward Bernds', "Frank O'Rourke", 'Robert Guédiguian', 'Luis Puenzo', 'Aída Bortnik', 'Joseph L. Mankiewicz', 'Angus MacPhail', 'Clare Boothe Luce', 'Philip Dunne', 'John Huston', 'Casey Robinson', 'Donald Hamilton', 'Sally Benson', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'David O. Selznick', 'Harry Bates', 'Sloan Wilson', 'Edmund H. North', 'Carl Foreman', 'John Paxton', 'Emeric Pressburger', 'Alan Sharp', 'Jed Harris', 'Jerry Sterner', 'George Wells', 'James Bridie', 'David Seltzer', 'William Bowers', 'André De Toth', 'Alistair MacLean', 'Gordon Cotler', 'Sonya Levien', 'Ray Bradbury', 'Leo Rosten', 'Paul Osborn', 'Ira Levin', 'Marjorie Kinnan Rawlings', 'Heck Allen', 'Carlos Fuentes', 'John D. MacDonald', 'John Meehan', 'Nunnally Johnson', 'John Dighton', 'James R. Webb', 'Peter Stone', 'Martin Caidin', 'Herman Melville', 'Howard Fast', 'Dalton Trumbo', 'Oscar Millard', 'Marcia Davenport', 'James Leasor', 'Madison Jones', 'William Sellers', 'Nevil Shute', 'Rachid Bouchareb', 'Andrew L. Stone', 'Alvin Sargent', 'Ben Hecht', 'Val Guest', 'Leslie Sands', 'Alma Reville', 'Horton Foote', 'Heywood Gould', 'Harper Lee']]
Predicted Ans:    Carl Foreman
Predicted Path:   Twelve O'Clock High --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Path (Raw):       Twelve O'Clock High --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Neg LogProb(↓):   1.403743
Path Entropy(↓):  2.299124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter sean branney co - wrote films with who
Start Entity:     Sean Branney
Gold Answer:      [['H.P. Lovecraft', 'Andrew Leman']]
Predicted Ans:    H.P. Lovecraft
Predicted Path:   Sean Branney --[(INV) written_by]--> The Whisperer in Darkness --[written_by]--> H.P. Lovecraft
Path (Raw):       Sean Branney --[No Operation]--> Sean Branney --[(INV) written_by]--> The Whisperer in Darkness --[written_by]--> H.P. Lovecraft
Neg LogProb(↓):   0.053906
Path Entropy(↓):  0.221021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the grand
Start Entity:     The Grand
Gold Answer:      [['Zak Penn']]
Predicted Ans:    Zak Penn
Predicted Path:   The Grand --[directed_by]--> Zak Penn --[(INV) directed_by]--> The Grand --[written_by]--> Zak Penn
Path (Raw):       The Grand --[directed_by]--> Zak Penn --[(INV) directed_by]--> The Grand --[written_by]--> Zak Penn
Neg LogProb(↓):   0.675773
Path Entropy(↓):  0.694140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote anthony adverse
Start Entity:     Anthony Adverse
Gold Answer:      [['Paul Muni']]
Predicted Ans:    Olivia de Havilland
Predicted Path:   Anthony Adverse --[written_by]--> Sheridan Gibney --[(INV) written_by]--> Anthony Adverse --[starred_actors]--> Olivia de Havilland
Path (Raw):       Anthony Adverse --[written_by]--> Sheridan Gibney --[(INV) written_by]--> Anthony Adverse --[starred_actors]--> Olivia de Havilland
Neg LogProb(↓):   0.000789
Path Entropy(↓):  0.006777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by christopher buckley were in which genres
Start Entity:     Christopher Buckley
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Christopher Buckley --[(INV) written_by]--> Thank You for Smoking --[has_genre]--> Comedy
Path (Raw):       Christopher Buckley --[No Operation]--> Christopher Buckley --[(INV) written_by]--> Thank You for Smoking --[has_genre]--> Comedy
Neg LogProb(↓):   0.419593
Path Entropy(↓):  0.642801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the place beyond the pines actors
Start Entity:     The Place Beyond the Pines
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   The Place Beyond the Pines --[starred_actors]--> Ryan Gosling --[(INV) starred_actors]--> Only God Forgives --[in_language]--> Thai
Path (Raw):       The Place Beyond the Pines --[starred_actors]--> Ryan Gosling --[(INV) starred_actors]--> Only God Forgives --[in_language]--> Thai
Neg LogProb(↓):   0.007912
Path Entropy(↓):  0.051627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote bone
Start Entity:     Bone
Gold Answer:      [['Gloria Hendry', 'Yul Brynner', 'Red Buttons', 'James Woods', 'Fred Williamson', 'Eric Roberts', 'Rebecca De Mornay', 'Brian Dennehy', 'Robert Fuller', 'Elisha Cuthbert', 'Robert Davi', 'Warren Oates', 'Kim Basinger', 'Claudia Christian', 'Barbara Carrera', 'Andrea Marcovicci', 'Garrett Morris', 'Michael Lerner', 'James Earl Jones', 'Don Johnson', 'Megan Gallagher', 'David Carradine', 'Michael Moriarty', 'Richard Roundtree', 'Candy Clark', 'Armand Assante', 'Paul Sorvino', 'Bruce Campbell']]
Predicted Ans:    Fred Williamson
Predicted Path:   Bone --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Path (Raw):       Bone --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Neg LogProb(↓):   0.203338
Path Entropy(↓):  0.575727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter walter bullock co - wrote films with who
Start Entity:     Walter Bullock
Gold Answer:      [['Maurice Maeterlinck']]
Predicted Ans:    Maurice Maeterlinck
Predicted Path:   Walter Bullock --[(INV) written_by]--> The Blue Bird --[written_by]--> Maurice Maeterlinck
Path (Raw):       Walter Bullock --[No Operation]--> Walter Bullock --[(INV) written_by]--> The Blue Bird --[written_by]--> Maurice Maeterlinck
Neg LogProb(↓):   0.932292
Path Entropy(↓):  1.063226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the stepfather
Start Entity:     The Stepfather
Gold Answer:      [['Anjelica Huston', 'Annette Bening', 'Gregg Henry', 'Joe Don Baker', 'Gilles Lellouche', 'John Cusack', 'Karen Black', 'Robert Redford', 'Gérard Lanvin', 'John Leguizamo', 'Charlton Heston', 'Maria Bello', 'Glenda Jackson', 'Lee Marvin', 'Angie Dickinson', 'Ned Beatty', 'Sam Waterston', 'David Paymer', 'Robert Ryan', 'Danny DeVito', 'Robert Duvall', 'Martin Lawrence', 'Walter Matthau', 'Charles Bronson', 'Ron Leibman', 'Paul Sand', 'George Segal', 'Roschdy Zem', 'Elena Anaya', 'James Coburn', 'Kevin Bacon', 'Mel Gibson']]
Predicted Ans:    Danny DeVito
Predicted Path:   The Stepfather --[written_by]--> Donald E. Westlake --[(INV) written_by]--> What's the Worst That Could Happen? --[starred_actors]--> Danny DeVito
Path (Raw):       The Stepfather --[written_by]--> Donald E. Westlake --[(INV) written_by]--> What's the Worst That Could Happen? --[starred_actors]--> Danny DeVito
Neg LogProb(↓):   1.457469
Path Entropy(↓):  2.343877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of bad boys
Start Entity:     Bad Boys
Gold Answer:      [['John Carpenter', 'Rob Zombie', 'Harri Nykänen', 'Tom Sjöberg', 'Peter Benchley', 'Debra Hill', 'Randall Wallace', 'Roberto Orci', 'Alex Kurtzman']]
Predicted Ans:    Peter Benchley
Predicted Path:   Bad Boys --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island --[written_by]--> Peter Benchley
Path (Raw):       Bad Boys --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island --[written_by]--> Peter Benchley
Neg LogProb(↓):   0.677266
Path Entropy(↓):  0.793199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of robin cook written films
Start Entity:     Robin Cook
Gold Answer:      [['Franklin J. Schaffner', 'Michael Crichton']]
Predicted Ans:    Michael Crichton
Predicted Path:   Robin Cook --[(INV) written_by]--> Coma --[directed_by]--> Michael Crichton
Path (Raw):       Robin Cook --[No Operation]--> Robin Cook --[(INV) written_by]--> Coma --[directed_by]--> Michael Crichton
Neg LogProb(↓):   0.035722
Path Entropy(↓):  0.152019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of waking the dead also wrote which movies
Start Entity:     Waking the Dead
Gold Answer:      [['Revolution', 'The River', 'Endless Love', 'The Last of the Mohicans', 'Prime Cut']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   Waking the Dead --[written_by]--> Robert Dillon --[(INV) written_by]--> The Last of the Mohicans
Path (Raw):       Waking the Dead --[written_by]--> Robert Dillon --[(INV) written_by]--> The Last of the Mohicans --[No Operation]--> The Last of the Mohicans
Neg LogProb(↓):   0.540812
Path Entropy(↓):  1.355070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie cold prey 3
Start Entity:     Cold Prey 3
Gold Answer:      [['Mikkel Brænne Sandemose']]
Predicted Ans:    Mikkel Brænne Sandemose
Predicted Path:   Cold Prey 3 --[written_by]--> Mikkel Brænne Sandemose --[(INV) written_by]--> Cold Prey 3 --[written_by]--> Mikkel Brænne Sandemose
Path (Raw):       Cold Prey 3 --[written_by]--> Mikkel Brænne Sandemose --[(INV) written_by]--> Cold Prey 3 --[written_by]--> Mikkel Brænne Sandemose
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie air force one were in which genres
Start Entity:     Air Force One
Gold Answer:      [['Drama', 'War', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Air Force One --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> The Perfect Storm --[has_genre]--> Drama
Path (Raw):       Air Force One --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> The Perfect Storm --[has_genre]--> Drama
Neg LogProb(↓):   1.027298
Path Entropy(↓):  1.240211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie always leave them laughing
Start Entity:     Always Leave Them Laughing
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Always Leave Them Laughing --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Always Leave Them Laughing --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.528557
Path Entropy(↓):  5.302880
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of dr. jack
Start Entity:     Dr. Jack
Gold Answer:      [['Exit Smiling', 'Girl Shy', "The Cat's-Paw", 'The Freshman']]
Predicted Ans:    The Freshman
Predicted Path:   Dr. Jack --[written_by]--> Sam Taylor --[(INV) written_by]--> The Freshman
Path (Raw):       Dr. Jack --[No Operation]--> Dr. Jack --[written_by]--> Sam Taylor --[(INV) written_by]--> The Freshman
Neg LogProb(↓):   0.385775
Path Entropy(↓):  0.714901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of bad medicine also starred in which movies
Start Entity:     Bad Medicine
Gold Answer:      [['Rendition', 'Argo', 'Stand Up Guys', 'Get Smart', 'Little Miss Sunshine', 'The Last Unicorn', 'Simon', 'Grosse Pointe Blank', 'Inspector Clouseau', 'Lost in America', 'Slums of Beverly Hills', 'Airplane!', 'The Big Green', "A Midsummer Night's Sex Comedy", 'Wait Until Dark', 'The Heart Is a Lonely Hunter', 'The Day After', 'Police Academy', 'Zeus and Roxanne', 'The In-Laws', 'Freebie and the Bean', 'Short Circuit', 'And Starring Pancho Villa as Himself', 'The Rocketeer', 'Big Trouble', 'The Bedroom Window', 'Last of the Red Hot Lovers', 'It Takes Two', 'Steal Big Steal Little', 'Mother Night', 'Catch-22', '2081', 'The Seven-Per-Cent Solution', 'The Pentagon Papers', 'Noel']]
Predicted Ans:    Lost in America
Predicted Path:   Bad Medicine --[starred_actors]--> Julie Hagerty --[(INV) starred_actors]--> Lost in America
Path (Raw):       Bad Medicine --[starred_actors]--> Julie Hagerty --[No Operation]--> Julie Hagerty --[(INV) starred_actors]--> Lost in America
Neg LogProb(↓):   1.249562
Path Entropy(↓):  1.784441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in running
Start Entity:     Running
Gold Answer:      [['Family', 'Documentary', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Running --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       Running --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.050243
Path Entropy(↓):  0.264400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the incident
Start Entity:     The Incident
Gold Answer:      [['Larry Peerce']]
Predicted Ans:    Larry Peerce
Predicted Path:   The Incident --[directed_by]--> Larry Peerce --[(INV) directed_by]--> Elvis and Me --[directed_by]--> Larry Peerce
Path (Raw):       The Incident --[directed_by]--> Larry Peerce --[(INV) directed_by]--> Elvis and Me --[directed_by]--> Larry Peerce
Neg LogProb(↓):   0.106066
Path Entropy(↓):  0.363494
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter james bridie wrote films together with who
Start Entity:     James Bridie
Gold Answer:      [['Alma Reville', 'David O. Selznick', 'Hume Cronyn', 'Helen Simpson']]
Predicted Ans:    Alma Reville
Predicted Path:   James Bridie --[(INV) written_by]--> The Paradine Case --[written_by]--> Alma Reville
Path (Raw):       James Bridie --[No Operation]--> James Bridie --[(INV) written_by]--> The Paradine Case --[written_by]--> Alma Reville
Neg LogProb(↓):   0.016887
Path Entropy(↓):  0.096084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of caramel starred who
Start Entity:     Caramel
Gold Answer:      [['Nadine Labaki']]
Predicted Ans:    Nadine Labaki
Predicted Path:   Caramel --[written_by]--> Nadine Labaki --[(INV) written_by]--> Where Do We Go Now? --[starred_actors]--> Nadine Labaki
Path (Raw):       Caramel --[written_by]--> Nadine Labaki --[(INV) written_by]--> Where Do We Go Now? --[starred_actors]--> Nadine Labaki
Neg LogProb(↓):   0.012686
Path Entropy(↓):  0.067659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the sea chase
Start Entity:     The Sea Chase
Gold Answer:      [["Louis L'Amour", 'Jonathan Latimer', 'Irwin Shaw', 'William Durkee', 'Frank Butler', 'Richard Carroll', 'C.S. Forester', 'Barré Lyndon', 'Kenneth Fearing', 'Cornell Woolrich']]
Predicted Ans:    Frank Butler
Predicted Path:   The Sea Chase --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[written_by]--> Frank Butler
Path (Raw):       The Sea Chase --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[written_by]--> Frank Butler
Neg LogProb(↓):   0.352740
Path Entropy(↓):  0.877871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by farming
Start Entity:     farming
Gold Answer:      [['Food, Inc.']]
Predicted Ans:    Food, Inc.
Predicted Path:   farming --[(INV) has_tags]--> Food, Inc. --[has_tags]--> business --[(INV) has_tags]--> Food, Inc.
Path (Raw):       farming --[(INV) has_tags]--> Food, Inc. --[has_tags]--> business --[(INV) has_tags]--> Food, Inc.
Neg LogProb(↓):   0.001869
Path Entropy(↓):  0.015356
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of zombieland
Start Entity:     Zombieland
Gold Answer:      [["Nim's Island", 'How to Make Money Selling Drugs', 'The Amazing Spider-Man', 'Now You See Me', "White Men Can't Jump", 'Little Miss Sunshine', 'No Reservations', 'Free Samples', 'Adventureland', 'Natural Born Killers', 'The Amazing Spider-Man 2', 'The People vs. Larry Flynt', 'Seven Pounds', 'The Cowboy Way', 'Free Birds', 'Haunter', 'Easy A', 'Game Change', "Ender's Game", 'Rango', 'Palmetto', '30 Minutes or Less', 'Out of the Furnace', 'The Messenger', 'A Prairie Home Companion', 'The Grand', 'The Prize Winner of Defiance, Ohio', 'Defendor', 'Grass', 'Zambezia', 'The Call', 'Kingpin', 'Semi-Pro', 'The End of the Tour', 'Doc Hollywood', 'Signs', 'Rampart', 'Indecent Proposal', 'Janie Jones', 'The Croods', 'Bunraku', 'Play It to the Bone', 'Night Moves', 'Scorched', 'The Education of Charlie Banks', 'Perfect Sisters', 'The Help', 'Transsiberian', 'The Social Network', 'The Double', 'After the Sunset', 'Money Train', 'The Hi-Lo Country', 'Surfer, Dude', 'Holy Rollers', 'Roger Dodger', "My Sister's Keeper"]]
Predicted Ans:    Bunraku
Predicted Path:   Zombieland --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku
Path (Raw):       Zombieland --[starred_actors]--> Woody Harrelson --[No Operation]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku
Neg LogProb(↓):   0.744690
Path Entropy(↓):  1.855385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of redirected
Start Entity:     Redirected
Gold Answer:      [['The Midnight Meat Train', 'The Heavy', 'The Condemned', "She's the Man", 'Mean Machine', 'Played', 'Blood of Redemption', 'Age of the Dragons', 'The Bleeding', 'Blast']]
Predicted Ans:    Age of the Dragons
Predicted Path:   Redirected --[starred_actors]--> Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons
Path (Raw):       Redirected --[starred_actors]--> Vinnie Jones --[No Operation]--> Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons
Neg LogProb(↓):   1.123208
Path Entropy(↓):  1.432545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with henri meilhac
Start Entity:     Henri Meilhac
Gold Answer:      [['Francesco Rosi', 'Carlos Saura', 'Ludovic Halévy', 'Prosper Mérimée']]
Predicted Ans:    Carlos Saura
Predicted Path:   Henri Meilhac --[(INV) written_by]--> Carmen --[written_by]--> Carlos Saura
Path (Raw):       Henri Meilhac --[No Operation]--> Henri Meilhac --[(INV) written_by]--> Carmen --[written_by]--> Carlos Saura
Neg LogProb(↓):   0.768746
Path Entropy(↓):  1.403867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie four days in september, when was it released
Start Entity:     Four Days in September
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Four Days in September --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       Four Days in September --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   2.818834
Path Entropy(↓):  4.510551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by now or never actors
Start Entity:     Now or Never
Gold Answer:      [['Howard Emmett Rogers', 'Ted Wilde', 'Grover Jones', 'Luis Buñuel', 'Lynn Root', 'Sam Taylor', 'Clarence Budington Kelland', 'Richard Connell', 'Frank Butler', 'Allen Covert', 'Nick Swardson', 'Hal Roach', 'Andrew Bergman', 'John Grey', 'Lex Neal', 'Tim Whelan', 'Harry Clork', 'Preston Sturges']]
Predicted Ans:    Frank Butler
Predicted Path:   Now or Never --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[written_by]--> Frank Butler
Path (Raw):       Now or Never --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[written_by]--> Frank Butler
Neg LogProb(↓):   1.012188
Path Entropy(↓):  1.591542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of erwin s. gelsey written movies
Start Entity:     Erwin S. Gelsey
Gold Answer:      [['Mervyn LeRoy', 'Thornton Freeland']]
Predicted Ans:    Thornton Freeland
Predicted Path:   Erwin S. Gelsey --[(INV) written_by]--> Flying Down to Rio --[directed_by]--> Thornton Freeland
Path (Raw):       Erwin S. Gelsey --[No Operation]--> Erwin S. Gelsey --[(INV) written_by]--> Flying Down to Rio --[directed_by]--> Thornton Freeland
Neg LogProb(↓):   0.007152
Path Entropy(↓):  0.042333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by dustin lance black
Start Entity:     Dustin Lance Black
Gold Answer:      [['Sean Penn', 'Josh Brolin', 'Leonardo DiCaprio', 'Ed Harris', 'Carrie Preston', 'Jennifer Connelly']]
Predicted Ans:    Sean Penn
Predicted Path:   Dustin Lance Black --[(INV) written_by]--> Milk --[starred_actors]--> Sean Penn
Path (Raw):       Dustin Lance Black --[No Operation]--> Dustin Lance Black --[(INV) written_by]--> Milk --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.002408
Path Entropy(↓):  0.018578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of mondo cane
Start Entity:     Mondo cane
Gold Answer:      [['Paolo Cavara', 'Gualtiero Jacopetti']]
Predicted Ans:    Paolo Cavara
Predicted Path:   Mondo cane --[written_by]--> Paolo Cavara --[(INV) written_by]--> Plot of Fear --[written_by]--> Paolo Cavara
Path (Raw):       Mondo cane --[written_by]--> Paolo Cavara --[(INV) written_by]--> Plot of Fear --[written_by]--> Paolo Cavara
Neg LogProb(↓):   0.583587
Path Entropy(↓):  0.732267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed paris belongs to us
Start Entity:     Paris Belongs to Us
Gold Answer:      [['Anne Brochet', 'Juliet Berto', 'Dominique Labourier', 'Jane Birkin', 'Michel Piccoli', 'Emmanuelle Béart']]
Predicted Ans:    Emmanuelle Béart
Predicted Path:   Paris Belongs to Us --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart
Path (Raw):       Paris Belongs to Us --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart
Neg LogProb(↓):   0.941112
Path Entropy(↓):  1.461702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by doug swander were in which genres
Start Entity:     Doug Swander
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Doug Swander --[(INV) starred_actors]--> Razortooth --[has_genre]--> Horror
Path (Raw):       Doug Swander --[No Operation]--> Doug Swander --[(INV) starred_actors]--> Razortooth --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of dark star
Start Entity:     Dark Star
Gold Answer:      [['Kirstie Alley', 'Selma Blair', 'Meg Foster', 'Joel Edgerton', 'Mary Elizabeth Winstead', 'Eric Christian Olsen', 'Donald Pleasence', 'Michael McKean', 'Steve Buscemi', 'Linda Kozlowski', 'Tobe Hooper', 'James Hong', 'Dennis Dun', 'Keith David', 'Chevy Chase', 'James Woods', 'Ulrich Thomsen', 'Roddy Piper', 'Daniel Baldwin', 'Daryl Hannah', 'Maggie Grace', 'Lauren Hutton', 'Kurt Russell', 'Ethan Hawke', 'Maria Bello', 'Tyler Mane', 'Julie Carmen', 'George Sanders', 'Natasha Henstridge', 'Sam Neill', 'Mamie Gummer', 'Ice Cube', 'Thomas Ian Griffith', 'John Carpenter', 'Adrienne Barbeau', 'Amber Heard', 'Jamie Lee Curtis', 'Janet Leigh', 'Laurence Fishburne', 'Jeff Bridges', 'John Stockwell', 'Malcolm McDowell', 'Shelley Winters', 'Jason Statham', 'Laurie Zimmer', 'Bing Russell', 'Darwin Joston', 'Austin Stoker', 'David Warner', 'Daeg Faerch', 'Robert Carradine', 'Clea DuVall', 'Sheryl Lee', 'Tom Welling', 'Alexandra Paul', 'Jürgen Prochnow', 'Keith Gordon', 'Danielle Panabaker', 'Christopher Reeve', 'Kim Cattrall']]
Predicted Ans:    Kurt Russell
Predicted Path:   Dark Star --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from L.A. --[starred_actors]--> Kurt Russell
Path (Raw):       Dark Star --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from L.A. --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   1.222872
Path Entropy(↓):  1.444046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe alps
Start Entity:     Alps
Gold Answer:      [['greek']]
Predicted Ans:    greek
Predicted Path:   Alps --[has_tags]--> greek --[(INV) has_tags]--> Dogtooth --[has_tags]--> greek
Path (Raw):       Alps --[has_tags]--> greek --[(INV) has_tags]--> Dogtooth --[has_tags]--> greek
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by jude law
Start Entity:     Jude Law
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Jude Law --[(INV) directed_by]--> Tube Tales --[release_year]--> 1999
Path (Raw):       Jude Law --[No Operation]--> Jude Law --[(INV) directed_by]--> Tube Tales --[release_year]--> 1999
Neg LogProb(↓):   0.116636
Path Entropy(↓):  0.589268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote brazil
Start Entity:     Brazil
Gold Answer:      [['Greta Garbo', 'John Gielgud', 'Christoph Waltz', 'Richard Attenborough', 'Bruce Willis', 'Alfred Molina', 'Dustin Hoffman', 'Oliver Reed', 'Kate Winslet', 'Katherine Helmond', "Maureen O'Sullivan", 'Loren Dean', 'Michael Caine', 'Andrew Garfield', 'Sarah Polley', 'John Neville', 'Matthew Macfadyen', 'Sean Bean', 'Shelley Duvall', 'Fredric March', 'Gérard Depardieu', 'Michelle Pfeiffer', 'Martin Sheen', 'Kelly Macdonald', 'Uma Thurman', 'Glenda Jackson', 'Christopher Plummer', 'Michael Palin', 'Sam Neill', 'Eric Idle', 'Nicole Kidman', 'James Fox', 'Brigitte Fossey', 'Graham Chapman', 'Terry Gilliam', 'Johnny Depp', 'Benicio Del Toro', 'John Cleese', 'Roy Scheider', 'Sophie Marceau', 'Mia Kirshner', 'Dougray Scott', 'Sean Connery', 'Helmut Berger', 'Tim Roth', 'Saffron Burrows', 'Derek Jacobi']]
Predicted Ans:    Robert De Niro
Predicted Path:   Brazil --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Path (Raw):       Brazil --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.493363
Path Entropy(↓):  1.175733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the movie transylvania 6 - 5000
Start Entity:     Transylvania 6-5000
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Transylvania 6-5000 --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       Transylvania 6-5000 --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.971400
Path Entropy(↓):  4.321185
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by american hustle actors
Start Entity:     American Hustle
Gold Answer:      [['Giancarlo Tallarico', 'Clint Eastwood', 'Mike Nichols', 'Jeremy Thomas', 'Gordon Parks', 'David O. Russell', 'James Gray', 'Lisa Cholodenko', 'Clare Kilner', 'Todd Phillips', 'Kathryn Bigelow', 'Van Fischer', 'Christopher Nolan', 'Mary Harron', 'Ben Affleck', 'Christian Alvart', 'Phil Traill', 'Michael Cuesta', 'Kenny Ortega', 'Neil Burger', 'Joe Carnahan', 'Philip Saville', 'Christine Jeffs', 'Vladimir Grammatikov', 'Roger Kumble', 'James Bobin', 'Kevin Lima', 'Steven Spielberg', 'John Singleton', 'Rob Bowman', 'Tony Gilroy', 'Walter Salles', 'McG', 'Brad Anderson', 'Lee Sternthal', 'Kurt Wimmer', 'Thomas Carter', 'Anand Tucker', 'Werner Herzog', 'David Ayer', 'Tim Burton', 'Brian Klugman', 'John Patrick Shanley', 'Terrence Malick', 'Zack Snyder', 'Masahiro Shinoda', 'Fraser Clarke Heston', 'Susanne Bier', 'Matthew Cole Weiss']]
Predicted Ans:    David O. Russell
Predicted Path:   American Hustle --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Path (Raw):       American Hustle --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Neg LogProb(↓):   0.011400
Path Entropy(↓):  0.075270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the truth about charlie director
Start Entity:     The Truth About Charlie
Gold Answer:      [['Spalding Gray', 'Thomas Harris', 'Ron Nyswaner', 'Talking Heads', 'Jack Garfein', 'Alex Karmel', 'Bo Goldman', 'Toni Morrison', 'Wallace Shawn', 'Jonathan Demme', 'Henrik Ibsen']]
Predicted Ans:    Bo Goldman
Predicted Path:   The Truth About Charlie --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard --[written_by]--> Bo Goldman
Path (Raw):       The Truth About Charlie --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard --[written_by]--> Bo Goldman
Neg LogProb(↓):   0.384296
Path Entropy(↓):  1.189732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of mark polish starred movies
Start Entity:     Mark Polish
Gold Answer:      [['Michael Polish']]
Predicted Ans:    Mark Polish
Predicted Path:   Mark Polish --[(INV) starred_actors]--> Twin Falls Idaho --[written_by]--> Mark Polish
Path (Raw):       Mark Polish --[No Operation]--> Mark Polish --[(INV) starred_actors]--> Twin Falls Idaho --[written_by]--> Mark Polish
Neg LogProb(↓):   0.022966
Path Entropy(↓):  0.127810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed oh, susanna!
Start Entity:     Oh, Susanna!
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Boots and Saddles --[in_language]--> English
Path (Raw):       Oh, Susanna! --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Boots and Saddles --[in_language]--> English
Neg LogProb(↓):   0.093326
Path Entropy(↓):  0.364350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in suck
Start Entity:     Suck
Gold Answer:      [['2001', '2000']]
Predicted Ans:    2001
Predicted Path:   Suck --[starred_actors]--> Jessica Paré --[(INV) starred_actors]--> Lost and Delirious --[release_year]--> 2001
Path (Raw):       Suck --[starred_actors]--> Jessica Paré --[(INV) starred_actors]--> Lost and Delirious --[release_year]--> 2001
Neg LogProb(↓):   0.071670
Path Entropy(↓):  0.300796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie predator
Start Entity:     Predator
Gold Answer:      [['arnold', 'arnold schwarzenegger', 'john mctiernan', 'alien', 'carl weathers', 'jesse ventura', 'action', 'the story', 'predator']]
Predicted Ans:    jesse ventura
Predicted Path:   Predator --[has_tags]--> jesse ventura --[(INV) has_tags]--> Predator --[has_tags]--> jesse ventura
Path (Raw):       Predator --[has_tags]--> jesse ventura --[(INV) has_tags]--> Predator --[has_tags]--> jesse ventura
Neg LogProb(↓):   0.832440
Path Entropy(↓):  1.283189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed dagon
Start Entity:     Dagon
Gold Answer:      [['Stuart Gordon']]
Predicted Ans:    Stuart Gordon
Predicted Path:   Dagon --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Re-Animator --[directed_by]--> Stuart Gordon
Path (Raw):       Dagon --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Re-Animator --[directed_by]--> Stuart Gordon
Neg LogProb(↓):   0.333880
Path Entropy(↓):  0.730986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the stuff
Start Entity:     The Stuff
Gold Answer:      [['Larry Cohen']]
Predicted Ans:    Larry Cohen
Predicted Path:   The Stuff --[directed_by]--> Larry Cohen --[(INV) directed_by]--> A Return to Salem's Lot --[directed_by]--> Larry Cohen
Path (Raw):       The Stuff --[directed_by]--> Larry Cohen --[(INV) directed_by]--> A Return to Salem's Lot --[directed_by]--> Larry Cohen
Neg LogProb(↓):   0.171562
Path Entropy(↓):  0.610860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was matthew crouch the director of
Start Entity:     Matthew Crouch
Gold Answer:      [['The Cross']]
Predicted Ans:    The Cross
Predicted Path:   Matthew Crouch --[(INV) directed_by]--> The Cross --[directed_by]--> Matthew Crouch --[(INV) directed_by]--> The Cross
Path (Raw):       Matthew Crouch --[(INV) directed_by]--> The Cross --[directed_by]--> Matthew Crouch --[(INV) directed_by]--> The Cross
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the guilt trip
Start Entity:     The Guilt Trip
Gold Answer:      [['Fred Claus']]
Predicted Ans:    Fred Claus
Predicted Path:   The Guilt Trip --[written_by]--> Dan Fogelman --[(INV) written_by]--> Fred Claus
Path (Raw):       The Guilt Trip --[written_by]--> Dan Fogelman --[(INV) written_by]--> Fred Claus --[No Operation]--> Fred Claus
Neg LogProb(↓):   0.658215
Path Entropy(↓):  0.784084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of jack the bear
Start Entity:     Jack the Bear
Gold Answer:      [['The Human Stain', 'Screwed', 'Hoffa', 'Drowning Mona', 'Heist', 'Get Shorty', 'Death to Smoochy', 'Twins', 'Throw Momma from the Train', 'Romancing the Stone', 'Snake Eyes', 'Terms of Endearment', 'The Good Night', 'Apollo 13', 'Open Season', 'Matilda', "Other People's Money", 'Living Out Loud', 'Going Ape!', 'Solitary Man', 'Deck the Halls', 'Impostor', 'Tin Men', 'Renaissance Man', 'Batman Returns', 'The War of the Roses', 'Just Add Water', 'The Rainmaker', 'The Lorax', 'Ransom', "What's the Worst That Could Happen?", 'Mission to Mars', 'Bingo', 'Albino Alligator', 'Ruthless People', 'Of Mice and Men', 'The Jewel of the Nile', 'Wise Guys']]
Predicted Ans:    Heist
Predicted Path:   Jack the Bear --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Heist
Path (Raw):       Jack the Bear --[No Operation]--> Jack the Bear --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Heist
Neg LogProb(↓):   1.859380
Path Entropy(↓):  2.640926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of kate connor
Start Entity:     Kate Connor
Gold Answer:      [['Lyndsy Fonseca', 'Eric Stoltz']]
Predicted Ans:    Eric Stoltz
Predicted Path:   Kate Connor --[(INV) starred_actors]--> Fort McCoy --[starred_actors]--> Eric Stoltz
Path (Raw):       Kate Connor --[No Operation]--> Kate Connor --[(INV) starred_actors]--> Fort McCoy --[starred_actors]--> Eric Stoltz
Neg LogProb(↓):   0.033714
Path Entropy(↓):  0.152081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by kay kendall were written by who
Start Entity:     Kay Kendall
Gold Answer:      [['Vera Caspary', 'Julius J. Epstein', 'John Patrick', 'William Rose']]
Predicted Ans:    John Patrick
Predicted Path:   Kay Kendall --[(INV) starred_actors]--> Les Girls --[written_by]--> John Patrick
Path (Raw):       Kay Kendall --[No Operation]--> Kay Kendall --[(INV) starred_actors]--> Les Girls --[written_by]--> John Patrick
Neg LogProb(↓):   0.044670
Path Entropy(↓):  0.199321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by peter a. dowling fall under
Start Entity:     Peter A. Dowling
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Peter A. Dowling --[(INV) directed_by]--> Stag Night --[has_genre]--> Horror
Path (Raw):       Peter A. Dowling --[No Operation]--> Peter A. Dowling --[(INV) directed_by]--> Stag Night --[has_genre]--> Horror
Neg LogProb(↓):   0.000214
Path Entropy(↓):  0.002026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of jack - jack attack were directed by who
Start Entity:     Jack-Jack Attack
Gold Answer:      [['Jan Pinkava', 'Brad Bird']]
Predicted Ans:    Brad Bird
Predicted Path:   Jack-Jack Attack --[written_by]--> Brad Bird --[(INV) written_by]--> Ratatouille --[directed_by]--> Brad Bird
Path (Raw):       Jack-Jack Attack --[written_by]--> Brad Bird --[(INV) written_by]--> Ratatouille --[directed_by]--> Brad Bird
Neg LogProb(↓):   0.438973
Path Entropy(↓):  1.139284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the wackness
Start Entity:     The Wackness
Gold Answer:      [['John Briley', 'Linda Woolverton', 'Ken Solarz', 'Barry Unsworth', 'Oren Rudavsky', 'Daniel Menaker', 'Luc Besson', 'Eric Red', 'Clare Peploe', 'John Milius', 'Marivaux', 'Kari Skogland', 'Rafael Yglesias', 'Ariel Dorfman', 'James Toback', 'Dean Jennings', 'Artur London', 'Lena Dunham', 'Martin McGartland', 'Jonathan Glatzer', 'Nicholas Meyer', 'Anthony Stacchi', 'James Dearden', 'Alan Snow', 'Vadim Perelman', 'Andre Dubus III', 'Shawn Lawrence Otto', 'Robb White', 'Stephen Sommers', 'Philip Roth', 'Bernardo Bertolucci', 'Benson Lee', 'Steven Zaillian', 'Kevin Reynolds', 'David Logan', 'Sabi H. Shabtai', 'Bryan Singer', 'David Hayter', 'Dan Gordon', 'Brad Anderson', 'John Logan', 'Thomas Keneally', 'Brian Selznick', 'Sol Yurick', 'Russell Hoban', 'Jeremy Passmore', 'Harold Pinter', 'Robert Mark Kamen', 'Chandran Rutnam', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Tom DeSanto', 'Carl Ellsworth']]
Predicted Ans:    Steven Zaillian
Predicted Path:   The Wackness --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[written_by]--> Steven Zaillian
Path (Raw):       The Wackness --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.403928
Path Entropy(↓):  0.828825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by sajid khan release
Start Entity:     Sajid Khan
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Sajid Khan --[(INV) directed_by]--> Housefull 2 --[release_year]--> 2012
Path (Raw):       Sajid Khan --[No Operation]--> Sajid Khan --[(INV) directed_by]--> Housefull 2 --[release_year]--> 2012
Neg LogProb(↓):   0.000060
Path Entropy(↓):  0.000648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in at play in the fields of the lord
Start Entity:     At Play in the Fields of the Lord
Gold Answer:      [['Frederick Forsyth', 'James Herbert', 'Peter Hyams', 'Ole Bornedal', 'Ronald F. Maxwell', 'Wolfgang Petersen', 'Richard Neely', 'Michael Shaara', 'Didier Van Cauwelaert', 'David S. Ward', 'Marshall Brickman', 'Nicholas T. Proferes', 'Jim Kouf', 'Shane Connaughton', 'Robert Bolt', 'Craig Lucas', 'George Froeschel', 'Oliver Stone', 'David S. Goyer', 'John Mortimer', 'Daniel Taplitz', 'Alan Rudolph', 'Jim Harrison', 'John Irving', 'Steve Tesich', 'Ira Levin', 'Lawrence Kasdan', 'Rowdy Herrington', 'Stephen Gyllenhaal', 'Vincent Campanella', 'Roger L. Simon', 'Hugh Wilson', 'Joe Eszterhas', 'Margaret Atwood', 'Sylvester Stallone', 'Dana Stevens', 'Sabi H. Shabtai', 'William Dear', 'Paul Schrader', 'Neal Purvis', 'Robert Wade', 'Arthur C. Clarke', 'Dan Gordon', 'Roger Lewis', 'Craig Brewer', 'William Steig', 'Tab Murphy', 'Harold Pinter', 'Chris Columbus', 'Lewis Gilbert', 'Ronald Millar', 'Thomas Baum', 'Brian De Palma']]
Predicted Ans:    David S. Goyer
Predicted Path:   At Play in the Fields of the Lord --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> The Substitute --[written_by]--> David S. Goyer
Path (Raw):       At Play in the Fields of the Lord --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> The Substitute --[written_by]--> David S. Goyer
Neg LogProb(↓):   0.835643
Path Entropy(↓):  2.351472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by edwige feuillere released
Start Entity:     Edwige Feuillère
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Edwige Feuillère --[(INV) starred_actors]--> Lucrezia Borgia --[release_year]--> 1935
Path (Raw):       Edwige Feuillère --[No Operation]--> Edwige Feuillère --[(INV) starred_actors]--> Lucrezia Borgia --[release_year]--> 1935
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of norman katkov
Start Entity:     Norman Katkov
Gold Answer:      [['Max Wilk']]
Predicted Ans:    Max Wilk
Predicted Path:   Norman Katkov --[(INV) written_by]--> It Happened to Jane --[written_by]--> Max Wilk
Path (Raw):       Norman Katkov --[No Operation]--> Norman Katkov --[(INV) written_by]--> It Happened to Jane --[written_by]--> Max Wilk
Neg LogProb(↓):   0.011238
Path Entropy(↓):  0.068360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the kremlin letter
Start Entity:     The Kremlin Letter
Gold Answer:      [['Budd Boetticher', 'Franklin J. Schaffner', 'Robert Altman', 'Albert Band', 'Richard Boone', 'John Wayne', 'George Schaefer', 'Ralph Nelson', 'Ingmar Bergman', 'Martin Ritt', 'George Sherman', 'Elia Kazan', 'Mai Zetterling']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Kremlin Letter --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[directed_by]--> Ingmar Bergman
Path (Raw):       The Kremlin Letter --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.001145
Path Entropy(↓):  0.009680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by bill paterson
Start Entity:     Bill Paterson
Gold Answer:      [['Bill Forsyth']]
Predicted Ans:    Bill Forsyth
Predicted Path:   Bill Paterson --[(INV) starred_actors]--> Comfort and Joy --[written_by]--> Bill Forsyth
Path (Raw):       Bill Paterson --[No Operation]--> Bill Paterson --[(INV) starred_actors]--> Comfort and Joy --[written_by]--> Bill Forsyth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for i was a male war bride
Start Entity:     I Was a Male War Bride
Gold Answer:      [['Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   I Was a Male War Bride --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Path (Raw):       I Was a Male War Bride --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.433522
Path Entropy(↓):  1.305561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the business of strangers are written by who
Start Entity:     The Business of Strangers
Gold Answer:      [['Terry Anderson', 'Patrick Stettner', 'Armistead Maupin']]
Predicted Ans:    Patrick Stettner
Predicted Path:   The Business of Strangers --[directed_by]--> Patrick Stettner --[(INV) directed_by]--> The Night Listener --[written_by]--> Patrick Stettner
Path (Raw):       The Business of Strangers --[directed_by]--> Patrick Stettner --[(INV) directed_by]--> The Night Listener --[written_by]--> Patrick Stettner
Neg LogProb(↓):   0.035933
Path Entropy(↓):  0.163525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of chan is missing
Start Entity:     Chan Is Missing
Gold Answer:      [['Drama', 'Thriller', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chan Is Missing --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Path (Raw):       Chan Is Missing --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Neg LogProb(↓):   0.305135
Path Entropy(↓):  0.754504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films adventures of don juan are written by who
Start Entity:     Adventures of Don Juan
Gold Answer:      [['James Gunn', 'William J. Makin', 'George Kelly', 'Elizabeth von Arnim', 'John Patrick', 'John Van Druten', 'Richard Emery Roberts', 'Ivan Goff', 'Ben Roberts', 'Roy Huggins']]
Predicted Ans:    Elizabeth von Arnim
Predicted Path:   Adventures of Don Juan --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[written_by]--> Elizabeth von Arnim
Path (Raw):       Adventures of Don Juan --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[written_by]--> Elizabeth von Arnim
Neg LogProb(↓):   0.660852
Path Entropy(↓):  1.222156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the sum of us fall under
Start Entity:     The Sum of Us
Gold Answer:      [['Romance', 'Family', 'Sport', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Sum of Us --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[has_genre]--> Drama
Path (Raw):       The Sum of Us --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[has_genre]--> Drama
Neg LogProb(↓):   1.413292
Path Entropy(↓):  1.072002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by piolo pascual were in which languages
Start Entity:     Piolo Pascual
Gold Answer:      [['Filipino']]
Predicted Ans:    Filipino
Predicted Path:   Piolo Pascual --[(INV) starred_actors]--> On the Job --[in_language]--> Filipino
Path (Raw):       Piolo Pascual --[No Operation]--> Piolo Pascual --[(INV) starred_actors]--> On the Job --[in_language]--> Filipino
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of paradise
Start Entity:     Paradise
Gold Answer:      [['Joel Schumacher', 'Jason Reitman', 'Garry Marshall', 'Karyn Kusama']]
Predicted Ans:    Mary Agnes Donoghue
Predicted Path:   Paradise --[written_by]--> Mary Agnes Donoghue --[(INV) written_by]--> Paradise --[directed_by]--> Mary Agnes Donoghue
Path (Raw):       Paradise --[written_by]--> Mary Agnes Donoghue --[(INV) written_by]--> Paradise --[directed_by]--> Mary Agnes Donoghue
Neg LogProb(↓):   0.285010
Path Entropy(↓):  0.575788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the rocking horse winner
Start Entity:     The Rocking Horse Winner
Gold Answer:      [['Ronald Neame', 'David Nicholls', 'Roy Horniman', 'James Kennaway', 'Emeric Pressburger', 'David Lean', 'Charles Dickens', 'Johann David Wyss', 'Robert Hamer', 'Mary Hayley Bell', 'Christopher Landon', 'Walter Meade', 'Daphne Du Maurier', 'Ivor Montagu', 'Neil Jordan', 'Raymond Briggs', 'Alec Coppel', 'John Dighton', 'Harold Brighouse', 'Cecil McGivern', 'Kay Walsh', 'Graham Greene']]
Predicted Ans:    David Lean
Predicted Path:   The Rocking Horse Winner --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[written_by]--> David Lean
Path (Raw):       The Rocking Horse Winner --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[written_by]--> David Lean
Neg LogProb(↓):   0.561921
Path Entropy(↓):  1.127645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in magnificent obsession
Start Entity:     Magnificent Obsession
Gold Answer:      [['French', 'English', 'Italian', 'Korean', 'German']]
Predicted Ans:    Italian
Predicted Path:   Magnificent Obsession --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair --[in_language]--> Italian
Path (Raw):       Magnificent Obsession --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair --[in_language]--> Italian
Neg LogProb(↓):   0.011632
Path Entropy(↓):  0.067499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the goalie's anxiety at the penalty kick were released in which years
Start Entity:     The Goalie's Anxiety at the Penalty Kick
Gold Answer:      [['2008', '1993', '1985', '1974', '1984', '1977', '2004', '1982', '1973', '1994', '2014', '1976', '1995', '1926', '2011', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    2014
Predicted Path:   The Goalie's Anxiety at the Penalty Kick --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[release_year]--> 2014
Path (Raw):       The Goalie's Anxiety at the Penalty Kick --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[release_year]--> 2014
Neg LogProb(↓):   0.769378
Path Entropy(↓):  1.659827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of brown's requiem
Start Entity:     Brown's Requiem
Gold Answer:      [['Jason Freeland', 'James B. Harris', 'David Ayer', 'Oren Moverman', 'Ron Shelton', 'Curtis Hanson', 'Brian De Palma']]
Predicted Ans:    Ron Shelton
Predicted Path:   Brown's Requiem --[written_by]--> James Ellroy --[(INV) written_by]--> Dark Blue --[directed_by]--> Ron Shelton
Path (Raw):       Brown's Requiem --[written_by]--> James Ellroy --[(INV) written_by]--> Dark Blue --[directed_by]--> Ron Shelton
Neg LogProb(↓):   0.023471
Path Entropy(↓):  0.110620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed she's gotta have it
Start Entity:     She's Gotta Have It
Gold Answer:      [['Spike Lee']]
Predicted Ans:    Spike Lee
Predicted Path:   She's Gotta Have It --[directed_by]--> Spike Lee --[(INV) directed_by]--> He Got Game --[directed_by]--> Spike Lee
Path (Raw):       She's Gotta Have It --[directed_by]--> Spike Lee --[(INV) directed_by]--> He Got Game --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.565246
Path Entropy(↓):  1.088255
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by neal cassady were in which genres
Start Entity:     Neal Cassady
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Neal Cassady --[(INV) written_by]--> The Last Time I Committed Suicide --[has_genre]--> Drama
Path (Raw):       Neal Cassady --[No Operation]--> Neal Cassady --[(INV) written_by]--> The Last Time I Committed Suicide --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of zeisters
Start Entity:     Zeisters
Gold Answer:      [['John Golden']]
Predicted Ans:    John Golden
Predicted Path:   Zeisters --[directed_by]--> John Golden --[(INV) directed_by]--> Zeisters --[directed_by]--> John Golden
Path (Raw):       Zeisters --[directed_by]--> John Golden --[(INV) directed_by]--> Zeisters --[directed_by]--> John Golden
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by roy rowland were written by who
Start Entity:     Roy Rowland
Gold Answer:      [['William P. McGivern', 'Isobel Lennart', 'William Kozlenko']]
Predicted Ans:    Roy Rowland
Predicted Path:   Roy Rowland --[(INV) directed_by]--> Rogue Cop --[directed_by]--> Roy Rowland
Path (Raw):       Roy Rowland --[No Operation]--> Roy Rowland --[(INV) directed_by]--> Rogue Cop --[directed_by]--> Roy Rowland
Neg LogProb(↓):   0.149145
Path Entropy(↓):  0.529141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the river wild is also the director of which movies
Start Entity:     The River Wild
Gold Answer:      [['Too Big to Fail', 'Wonder Boys', '8 Mile', 'Chasing Mavericks', 'The Hand That Rocks the Cradle', "Losin' It", 'In Her Shoes', 'L.A. Confidential', 'The Bedroom Window', 'Lucky You']]
Predicted Ans:    Lucky You
Predicted Path:   The River Wild --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You
Path (Raw):       The River Wild --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You --[No Operation]--> Lucky You
Neg LogProb(↓):   1.031161
Path Entropy(↓):  1.790579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with nigel green
Start Entity:     Nigel Green
Gold Answer:      [['Guy Doleman', 'Michael Caine', 'Harry Andrews']]
Predicted Ans:    Michael Caine
Predicted Path:   Nigel Green --[(INV) starred_actors]--> The Ipcress File --[starred_actors]--> Michael Caine
Path (Raw):       Nigel Green --[No Operation]--> Nigel Green --[(INV) starred_actors]--> The Ipcress File --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.003186
Path Entropy(↓):  0.021552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of stacy peralta written movies
Start Entity:     Stacy Peralta
Gold Answer:      [['2001', '2005', '2004']]
Predicted Ans:    2004
Predicted Path:   Stacy Peralta --[(INV) written_by]--> Riding Giants --[release_year]--> 2004
Path (Raw):       Stacy Peralta --[No Operation]--> Stacy Peralta --[(INV) written_by]--> Riding Giants --[release_year]--> 2004
Neg LogProb(↓):   0.016972
Path Entropy(↓):  0.098804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with a lesson in love fall under
Start Entity:     A Lesson in Love
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Lesson in Love --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Path (Raw):       A Lesson in Love --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Neg LogProb(↓):   0.757597
Path Entropy(↓):  1.513291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed my stepmother is an alien
Start Entity:     My Stepmother Is an Alien
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   My Stepmother Is an Alien --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> My Stepmother Is an Alien --[has_genre]--> Comedy
Path (Raw):       My Stepmother Is an Alien --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> My Stepmother Is an Alien --[has_genre]--> Comedy
Neg LogProb(↓):   0.854239
Path Entropy(↓):  1.448820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by paris leonti release
Start Entity:     Paris Leonti
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Paris Leonti --[(INV) written_by]--> Daylight Robbery --[release_year]--> 2008
Path (Raw):       Paris Leonti --[No Operation]--> Paris Leonti --[(INV) written_by]--> Daylight Robbery --[release_year]--> 2008
Neg LogProb(↓):   0.000452
Path Entropy(↓):  0.003936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by geoffrey wright
Start Entity:     Geoffrey Wright
Gold Answer:      [['Ken Selden']]
Predicted Ans:    Ken Selden
Predicted Path:   Geoffrey Wright --[(INV) directed_by]--> Cherry Falls --[written_by]--> Ken Selden
Path (Raw):       Geoffrey Wright --[No Operation]--> Geoffrey Wright --[(INV) directed_by]--> Cherry Falls --[written_by]--> Ken Selden
Neg LogProb(↓):   0.006916
Path Entropy(↓):  0.041298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the white diamond actors release
Start Entity:     The White Diamond
Gold Answer:      [['1980', '2000', '1997', '1992', '2005', '2010', '2004', '1982', '1986', '1984', '2007']]
Predicted Ans:    1986
Predicted Path:   The White Diamond --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Portrait Werner Herzog --[release_year]--> 1986
Path (Raw):       The White Diamond --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Portrait Werner Herzog --[release_year]--> 1986
Neg LogProb(↓):   0.853875
Path Entropy(↓):  1.878318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in defiance
Start Entity:     Defiance
Gold Answer:      [['Daniel Craig', 'Jamie Bell', 'Liev Schreiber']]
Predicted Ans:    Theresa Saldana
Predicted Path:   Defiance --[starred_actors]--> Theresa Saldana --[(INV) starred_actors]--> Defiance --[starred_actors]--> Theresa Saldana
Path (Raw):       Defiance --[starred_actors]--> Theresa Saldana --[(INV) starred_actors]--> Defiance --[starred_actors]--> Theresa Saldana
Neg LogProb(↓):   0.049972
Path Entropy(↓):  0.233051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did julia kwan write
Start Entity:     Julia Kwan
Gold Answer:      [['Eve and the Fire Horse']]
Predicted Ans:    Eve and the Fire Horse
Predicted Path:   Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse --[written_by]--> Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse
Path (Raw):       Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse --[written_by]--> Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of sonja smits acted films
Start Entity:     Sonja Smits
Gold Answer:      [['Paul Shapiro', 'David Cronenberg']]
Predicted Ans:    David Cronenberg
Predicted Path:   Sonja Smits --[(INV) starred_actors]--> Videodrome --[directed_by]--> David Cronenberg
Path (Raw):       Sonja Smits --[No Operation]--> Sonja Smits --[(INV) starred_actors]--> Videodrome --[directed_by]--> David Cronenberg
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film con air
Start Entity:     Con Air
Gold Answer:      [['1972', '2011', '2012', '1999']]
Predicted Ans:    2012
Predicted Path:   Con Air --[directed_by]--> Simon West --[(INV) directed_by]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Con Air --[directed_by]--> Simon West --[(INV) directed_by]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.085741
Path Entropy(↓):  0.357667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by blood glacier writers
Start Entity:     Blood Glacier
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Blood Glacier --[written_by]--> Marvin Kren --[(INV) written_by]--> Rammbock --[in_language]--> German
Path (Raw):       Blood Glacier --[written_by]--> Marvin Kren --[(INV) written_by]--> Rammbock --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the man who loved cat dancing
Start Entity:     The Man Who Loved Cat Dancing
Gold Answer:      [['Seymour Cassel', 'Dean Jagger', 'Tim Matheson', 'Peter Boyle', 'Barry Newman', 'Charlton Heston', 'Annabel Schofield', 'Yaphet Kotto', 'Cleavon Little', 'Gary Busey']]
Predicted Ans:    Charlton Heston
Predicted Path:   The Man Who Loved Cat Dancing --[directed_by]--> Richard C. Sarafian --[(INV) directed_by]--> Solar Crisis --[starred_actors]--> Charlton Heston
Path (Raw):       The Man Who Loved Cat Dancing --[directed_by]--> Richard C. Sarafian --[(INV) directed_by]--> Solar Crisis --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the beverly hillbillies are written by who
Start Entity:     The Beverly Hillbillies
Gold Answer:      [['Fred Wolf', 'Craig Mazin', 'Jonathan King', 'Mike Myers', 'Penelope Spheeris', 'Greg Erb', 'Stephen Mazur', 'Paul Guay']]
Predicted Ans:    Paul Guay
Predicted Path:   The Beverly Hillbillies --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[written_by]--> Paul Guay
Path (Raw):       The Beverly Hillbillies --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[written_by]--> Paul Guay
Neg LogProb(↓):   0.803310
Path Entropy(↓):  1.926490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is dust in
Start Entity:     Dust
Gold Answer:      [['Macedonian']]
Predicted Ans:    Macedonian
Predicted Path:   Dust --[in_language]--> Macedonian --[(INV) in_language]--> Dust --[in_language]--> Macedonian
Path (Raw):       Dust --[in_language]--> Macedonian --[(INV) in_language]--> Dust --[in_language]--> Macedonian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of guy
Start Entity:     Guy
Gold Answer:      [['2009', '2010', '2006', '1973', '2012']]
Predicted Ans:    2010
Predicted Path:   Guy --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[release_year]--> 2010
Path (Raw):       Guy --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[release_year]--> 2010
Neg LogProb(↓):   0.306390
Path Entropy(↓):  0.771958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of alien starred who
Start Entity:     Alien
Gold Answer:      [['Arnold Schwarzenegger', "Dan O'Bannon", 'Kate Beckinsale', 'Peter Firth', 'Mathilda May', 'Jennifer Rubin', 'Steve Railsback', 'Frank Finlay', 'Arthur Franz', 'Jimmy Hunt', 'Clu Gulager', 'Helena Carter', 'Rachel Ticotin', 'Colin Farrell', 'Jessica Biel', 'Ronny Cox', 'Sharon Stone', 'Roy Dupuis', 'James Karen', 'Don Calfa', 'Bryan Cranston', 'Peter Weller']]
Predicted Ans:    Sharon Stone
Predicted Path:   Alien --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[starred_actors]--> Sharon Stone
Path (Raw):       Alien --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.952372
Path Entropy(↓):  1.663033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by michael h. weber
Start Entity:     Michael H. Weber
Gold Answer:      [['James Ponsoldt', 'Harald Zwart']]
Predicted Ans:    Harald Zwart
Predicted Path:   Michael H. Weber --[(INV) written_by]--> The Pink Panther 2 --[directed_by]--> Harald Zwart
Path (Raw):       Michael H. Weber --[No Operation]--> Michael H. Weber --[(INV) written_by]--> The Pink Panther 2 --[directed_by]--> Harald Zwart
Neg LogProb(↓):   0.208635
Path Entropy(↓):  0.483761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jennifer tilly
Start Entity:     Jennifer Tilly
Gold Answer:      [['Neal Israel', 'Don Mancini', 'Nancy Dowd', 'Jay Cronley', 'Dick Maas', 'Jay Kogen', 'David Anthony Higgins', 'Charlie Peters', 'Dave Foley']]
Predicted Ans:    Dick Maas
Predicted Path:   Jennifer Tilly --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Path (Raw):       Jennifer Tilly --[No Operation]--> Jennifer Tilly --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Neg LogProb(↓):   0.119540
Path Entropy(↓):  0.375969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is the man who haunted himself
Start Entity:     The Man Who Haunted Himself
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Man Who Haunted Himself --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Man Who Haunted Himself --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.805800
Path Entropy(↓):  3.151511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in roll bounce
Start Entity:     Roll Bounce
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Roll Bounce --[starred_actors]--> Meagan Good --[(INV) starred_actors]--> Eve's Bayou --[has_genre]--> Drama
Path (Raw):       Roll Bounce --[starred_actors]--> Meagan Good --[(INV) starred_actors]--> Eve's Bayou --[has_genre]--> Drama
Neg LogProb(↓):   0.257211
Path Entropy(↓):  0.551334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of let me in
Start Entity:     Let Me In
Gold Answer:      [['David Schwimmer', 'Joaquin Phoenix', 'Charlize Theron', 'Toni Collette', 'Michael Rapaport', 'Kåre Hedebrant', 'Lina Leandersson', 'Mark Wahlberg', 'Gwyneth Paltrow', 'James Caan']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Let Me In --[written_by]--> Matt Reeves --[(INV) written_by]--> The Yards --[starred_actors]--> Mark Wahlberg
Path (Raw):       Let Me In --[written_by]--> Matt Reeves --[(INV) written_by]--> The Yards --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.736194
Path Entropy(↓):  1.407062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film crave released
Start Entity:     Crave
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Crave --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Path (Raw):       Crave --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Neg LogProb(↓):   3.067614
Path Entropy(↓):  4.249231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by abraham sofaer released
Start Entity:     Abraham Sofaer
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   Abraham Sofaer --[(INV) starred_actors]--> Bhowani Junction --[release_year]--> 1956
Path (Raw):       Abraham Sofaer --[No Operation]--> Abraham Sofaer --[(INV) starred_actors]--> Bhowani Junction --[release_year]--> 1956
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of hardware also starred in which films
Start Entity:     Hardware
Gold Answer:      [['Autómata', 'In the Line of Fire', 'Where Sleeping Dogs Lie', 'Twister', 'Olympus Has Fallen', 'Miracle on 34th Street', 'Freezer', 'Three to Tango', 'The Messengers']]
Predicted Ans:    Miracle on 34th Street
Predicted Path:   Hardware --[starred_actors]--> Dylan McDermott --[(INV) starred_actors]--> Miracle on 34th Street
Path (Raw):       Hardware --[starred_actors]--> Dylan McDermott --[No Operation]--> Dylan McDermott --[(INV) starred_actors]--> Miracle on 34th Street
Neg LogProb(↓):   0.086588
Path Entropy(↓):  0.364859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie five easy pieces are directed by who
Start Entity:     Five Easy Pieces
Gold Answer:      [['John Schlesinger', 'Tay Garnett', 'Mike Nichols', 'John Huston', 'Martin Scorsese', 'Bob Rafelson', 'Jack Nicholson', 'Alexander Payne', 'Steve Balderson', 'Sean Penn', 'Robert Altman', 'Roman Polanski', 'Stanley Kubrick', 'Henry Jaglom', 'James L. Brooks', 'Rob Zombie', 'Jack Smight', 'Baz Luhrmann', 'Ivan Passer', 'Dan Curtis', 'Nancy Meyers', 'Hal Ashby', 'Elliott Nugent', 'Danny DeVito', 'Richard Rush', 'George Miller', 'Alfred Hitchcock', 'John Flynn', 'Tim Burton', 'Peter Segal', 'Michelangelo Antonioni', 'Tony Richardson', 'Arthur Penn', 'Jack Clayton', 'Monte Hellman', 'Rob Reiner']]
Predicted Ans:    John Schlesinger
Predicted Path:   Five Easy Pieces --[starred_actors]--> Karen Black --[(INV) starred_actors]--> The Day of the Locust --[directed_by]--> John Schlesinger
Path (Raw):       Five Easy Pieces --[starred_actors]--> Karen Black --[(INV) starred_actors]--> The Day of the Locust --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.869971
Path Entropy(↓):  1.302685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did clay westervelt direct
Start Entity:     Clay Westervelt
Gold Answer:      [['Popatopolis']]
Predicted Ans:    Popatopolis
Predicted Path:   Clay Westervelt --[(INV) directed_by]--> Popatopolis --[directed_by]--> Clay Westervelt --[(INV) directed_by]--> Popatopolis
Path (Raw):       Clay Westervelt --[(INV) directed_by]--> Popatopolis --[directed_by]--> Clay Westervelt --[(INV) directed_by]--> Popatopolis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by atsuya uki release
Start Entity:     Atsuya Uki
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Atsuya Uki --[(INV) directed_by]--> Cencoroll --[release_year]--> 2009
Path (Raw):       Atsuya Uki --[No Operation]--> Atsuya Uki --[(INV) directed_by]--> Cencoroll --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by martin stellman
Start Entity:     Martin Stellman
Gold Answer:      [['Trevor Laird']]
Predicted Ans:    Trevor Laird
Predicted Path:   Martin Stellman --[(INV) written_by]--> Babylon --[starred_actors]--> Trevor Laird
Path (Raw):       Martin Stellman --[No Operation]--> Martin Stellman --[(INV) written_by]--> Babylon --[starred_actors]--> Trevor Laird
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by sergio rubini
Start Entity:     Sergio Rubini
Gold Answer:      [['Gabriele Salvatores']]
Predicted Ans:    Gabriele Salvatores
Predicted Path:   Sergio Rubini --[(INV) starred_actors]--> Nirvana --[directed_by]--> Gabriele Salvatores
Path (Raw):       Sergio Rubini --[No Operation]--> Sergio Rubini --[(INV) starred_actors]--> Nirvana --[directed_by]--> Gabriele Salvatores
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by warwick ross
Start Entity:     Warwick Ross
Gold Answer:      [['Russell Crowe']]
Predicted Ans:    Russell Crowe
Predicted Path:   Warwick Ross --[(INV) directed_by]--> Red Obsession --[starred_actors]--> Russell Crowe
Path (Raw):       Warwick Ross --[No Operation]--> Warwick Ross --[(INV) directed_by]--> Red Obsession --[starred_actors]--> Russell Crowe
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed crimson tide
Start Entity:     Crimson Tide
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Crimson Tide --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[in_language]--> English
Path (Raw):       Crimson Tide --[directed_by]--> Tony Scott --[(INV) directed_by]--> Domino --[in_language]--> English
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The informers is a film written by this person
Start Entity:     The Informers
Gold Answer:      [['Nicholas Jarecki', 'Bret Easton Ellis']]
Predicted Ans:    Bret Easton Ellis
Predicted Path:   The Informers --[written_by]--> Bret Easton Ellis --[(INV) written_by]--> The Canyons --[written_by]--> Bret Easton Ellis
Path (Raw):       The Informers --[written_by]--> Bret Easton Ellis --[(INV) written_by]--> The Canyons --[written_by]--> Bret Easton Ellis
Neg LogProb(↓):   0.779794
Path Entropy(↓):  1.307702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did brandon sean pearson act in
Start Entity:     Brandon Sean Pearson
Gold Answer:      [['The Maze']]
Predicted Ans:    The Maze
Predicted Path:   Brandon Sean Pearson --[(INV) starred_actors]--> The Maze --[starred_actors]--> Clare Niederpruem --[(INV) starred_actors]--> The Maze
Path (Raw):       Brandon Sean Pearson --[(INV) starred_actors]--> The Maze --[starred_actors]--> Clare Niederpruem --[(INV) starred_actors]--> The Maze
Neg LogProb(↓):   0.321514
Path Entropy(↓):  0.615510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by max ophuls
Start Entity:     Max Ophüls
Gold Answer:      [['Mady Christians', 'Marcel Journet', 'Joan Fontaine', 'Louis Jourdan', 'Barbara Bel Geddes', 'Robert Ryan', 'Joan Bennett', 'Edward James Olmos', 'Arie Verveen', 'Bitty Schram', 'Martine Carol', 'James Mason', 'Isa Miranda']]
Predicted Ans:    Isa Miranda
Predicted Path:   Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[starred_actors]--> Isa Miranda
Path (Raw):       Max Ophüls --[No Operation]--> Max Ophüls --[(INV) directed_by]--> Everybody's Woman --[starred_actors]--> Isa Miranda
Neg LogProb(↓):   0.930900
Path Entropy(↓):  0.675154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by bruce rubenstein were in which genres
Start Entity:     Bruce Rubenstein
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bruce Rubenstein --[(INV) written_by]--> Bullet --[has_genre]--> Drama
Path (Raw):       Bruce Rubenstein --[No Operation]--> Bruce Rubenstein --[(INV) written_by]--> Bullet --[has_genre]--> Drama
Neg LogProb(↓):   0.036991
Path Entropy(↓):  0.156050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by hunting
Start Entity:     hunting
Gold Answer:      [['The Most Dangerous Game']]
Predicted Ans:    The Most Dangerous Game
Predicted Path:   hunting --[(INV) has_tags]--> The Most Dangerous Game --[has_tags]--> hunting --[(INV) has_tags]--> The Most Dangerous Game
Path (Raw):       hunting --[(INV) has_tags]--> The Most Dangerous Game --[has_tags]--> hunting --[(INV) has_tags]--> The Most Dangerous Game
Neg LogProb(↓):   0.016772
Path Entropy(↓):  0.087596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by paul logan
Start Entity:     Paul Logan
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Paul Logan --[(INV) starred_actors]--> Mega Piranha --[release_year]--> 2010
Path (Raw):       Paul Logan --[No Operation]--> Paul Logan --[(INV) starred_actors]--> Mega Piranha --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by ake sandgren release
Start Entity:     Åke Sandgren
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Åke Sandgren --[(INV) written_by]--> The Slingshot --[release_year]--> 1993
Path (Raw):       Åke Sandgren --[No Operation]--> Åke Sandgren --[(INV) written_by]--> The Slingshot --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie nights in rodanthe
Start Entity:     Nights in Rodanthe
Gold Answer:      [['Nicholas Sparks']]
Predicted Ans:    Nicholas Sparks
Predicted Path:   Nights in Rodanthe --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Last Song --[written_by]--> Nicholas Sparks
Path (Raw):       Nights in Rodanthe --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Last Song --[written_by]--> Nicholas Sparks
Neg LogProb(↓):   0.225021
Path Entropy(↓):  0.671382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of wendy and lucy
Start Entity:     Wendy and Lucy
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Wendy and Lucy --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Wendy and Lucy --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.293548
Path Entropy(↓):  4.605156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by patrik syversen were in which languages
Start Entity:     Patrik Syversen
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Patrik Syversen --[(INV) written_by]--> Manhunt --[in_language]--> Norwegian
Path (Raw):       Patrik Syversen --[No Operation]--> Patrik Syversen --[(INV) written_by]--> Manhunt --[in_language]--> Norwegian
Neg LogProb(↓):   0.212929
Path Entropy(↓):  0.489775
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what alien nation is about
Start Entity:     Alien Nation
Gold Answer:      [['police']]
Predicted Ans:    police
Predicted Path:   Alien Nation --[has_tags]--> police --[(INV) has_tags]--> Let's Be Cops --[has_tags]--> police
Path (Raw):       Alien Nation --[has_tags]--> police --[(INV) has_tags]--> Let's Be Cops --[has_tags]--> police
Neg LogProb(↓):   0.000589
Path Entropy(↓):  0.005298
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the quiet room writers
Start Entity:     The Quiet Room
Gold Answer:      [['Aboriginal']]
Predicted Ans:    Aboriginal
Predicted Path:   The Quiet Room --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[in_language]--> Aboriginal
Path (Raw):       The Quiet Room --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[in_language]--> Aboriginal
Neg LogProb(↓):   0.000326
Path Entropy(↓):  0.003022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with in the electric mist fall under
Start Entity:     In the Electric Mist
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   In the Electric Mist --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> Safe Conduct --[has_genre]--> Drama
Path (Raw):       In the Electric Mist --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> Safe Conduct --[has_genre]--> Drama
Neg LogProb(↓):   0.432540
Path Entropy(↓):  0.891479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the krays
Start Entity:     The Krays
Gold Answer:      [['The Changeling', 'The Hunchback', 'The Ruling Class', 'Romeo Is Bleeding', 'Species II', 'Pontiac Moon', 'Let Him Have It']]
Predicted Ans:    Pontiac Moon
Predicted Path:   The Krays --[directed_by]--> Peter Medak --[(INV) directed_by]--> Pontiac Moon
Path (Raw):       The Krays --[No Operation]--> The Krays --[directed_by]--> Peter Medak --[(INV) directed_by]--> Pontiac Moon
Neg LogProb(↓):   0.769775
Path Entropy(↓):  1.584015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of copycat
Start Entity:     Copycat
Gold Answer:      [['Always', 'Avatar', 'The Wedding Date', 'A Life Less Ordinary', 'Broadcast News', 'Working Girl', 'Galaxy Quest', 'Aliens', 'Gorillas in the Mist', 'Eyewitness', 'Miss Firecracker', 'Raising Arizona', 'Ghostbusters', 'Death and the Maiden', 'A Map of the World', 'The Year of Living Dangerously', 'Crash', 'Living Out Loud', 'You Again', "Won't Back Down", 'Crazy on the Outside', 'The Piano', 'The Big White', 'Holes', 'The Family Stone', 'Prayers for Bobby', 'Living in Oblivion', 'The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom', 'The Cold Light of Day', 'Thirteen', 'Half Moon Street', 'Where the Money Is', 'Heartbreakers', 'The Girl in the Park', "My Best Friend's Wedding", 'The Guys', 'Goodbye Lover', 'There Goes My Baby', 'Once Around', 'Home for the Holidays', 'The Ice Storm', 'Infamous', 'Alien', 'The Grey', 'Where the Day Takes You', 'Inhale', 'Red Lights', 'Paradise', 'Georgia Rule', 'The Trigger Effect', 'Deal of the Century', 'Little Black Book', 'Dave']]
Predicted Ans:    Red Lights
Predicted Path:   Copycat --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights
Path (Raw):       Copycat --[starred_actors]--> Sigourney Weaver --[No Operation]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights
Neg LogProb(↓):   0.424455
Path Entropy(↓):  0.879979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by toby keith release
Start Entity:     Toby Keith
Gold Answer:      [['2008', '2006']]
Predicted Ans:    2008
Predicted Path:   Toby Keith --[(INV) starred_actors]--> Beer for My Horses --[release_year]--> 2008
Path (Raw):       Toby Keith --[No Operation]--> Toby Keith --[(INV) starred_actors]--> Beer for My Horses --[release_year]--> 2008
Neg LogProb(↓):   0.100121
Path Entropy(↓):  0.317084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie cold mountain released
Start Entity:     Cold Mountain
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Cold Mountain --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Path (Raw):       Cold Mountain --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Neg LogProb(↓):   3.363325
Path Entropy(↓):  4.589187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie vampires starred who
Start Entity:     Vampires
Gold Answer:      [['Daniel Baldwin', 'Sheryl Lee', 'Thomas Ian Griffith', 'James Woods']]
Predicted Ans:    Daniel Baldwin
Predicted Path:   Vampires --[starred_actors]--> Daniel Baldwin --[(INV) starred_actors]--> Vampires --[starred_actors]--> Daniel Baldwin
Path (Raw):       Vampires --[starred_actors]--> Daniel Baldwin --[(INV) starred_actors]--> Vampires --[starred_actors]--> Daniel Baldwin
Neg LogProb(↓):   0.004100
Path Entropy(↓):  0.030196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of andre braugher acted films
Start Entity:     Andre Braugher
Gold Answer:      [['Frank Darabont']]
Predicted Ans:    Frank Darabont
Predicted Path:   Andre Braugher --[(INV) starred_actors]--> The Mist --[directed_by]--> Frank Darabont
Path (Raw):       Andre Braugher --[No Operation]--> Andre Braugher --[(INV) starred_actors]--> The Mist --[directed_by]--> Frank Darabont
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by made actors release
Start Entity:     Made
Gold Answer:      [['1998', '1997', '2009', '2008', '2003', '2005', '1996', '2006', '2014', '2012', '2011', '2013', '2007']]
Predicted Ans:    2014
Predicted Path:   Made --[starred_actors]--> Jon Favreau --[(INV) starred_actors]--> Chef --[release_year]--> 2014
Path (Raw):       Made --[starred_actors]--> Jon Favreau --[(INV) starred_actors]--> Chef --[release_year]--> 2014
Neg LogProb(↓):   0.630365
Path Entropy(↓):  1.179914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by jack moffitt
Start Entity:     Jack Moffitt
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Jack Moffitt --[(INV) written_by]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       Jack Moffitt --[No Operation]--> Jack Moffitt --[(INV) written_by]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by toomas hussar
Start Entity:     Toomas Hussar
Gold Answer:      [['Estonian']]
Predicted Ans:    Estonian
Predicted Path:   Toomas Hussar --[(INV) written_by]--> Mushrooming --[in_language]--> Estonian
Path (Raw):       Toomas Hussar --[No Operation]--> Toomas Hussar --[(INV) written_by]--> Mushrooming --[in_language]--> Estonian
Neg LogProb(↓):   0.006597
Path Entropy(↓):  0.039590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote traffic
Start Entity:     Traffic
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Traffic --[written_by]--> Stephen Gaghan --[(INV) written_by]--> Syriana --[in_language]--> Persian
Path (Raw):       Traffic --[written_by]--> Stephen Gaghan --[(INV) written_by]--> Syriana --[in_language]--> Persian
Neg LogProb(↓):   0.000662
Path Entropy(↓):  0.005624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in last vegas
Start Entity:     Last Vegas
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1935', '1979', '1984', '1977', '2007', '1968', '1963', '1998', '2009', '2010', '2004', '1982', '1973', '2014', '1994', '1956', '1983', '1976', '1995', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1955', '2013', '1962', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1988
Predicted Path:   Last Vegas --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Path (Raw):       Last Vegas --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Neg LogProb(↓):   1.582122
Path Entropy(↓):  2.539380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the war game
Start Entity:     The War Game
Gold Answer:      [['Peter Watkins']]
Predicted Ans:    Peter Watkins
Predicted Path:   The War Game --[written_by]--> Peter Watkins --[(INV) written_by]--> Edvard Munch --[directed_by]--> Peter Watkins
Path (Raw):       The War Game --[written_by]--> Peter Watkins --[(INV) written_by]--> Edvard Munch --[directed_by]--> Peter Watkins
Neg LogProb(↓):   0.058876
Path Entropy(↓):  0.240033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the private affairs of bel ami actors
Start Entity:     The Private Affairs of Bel Ami
Gold Answer:      [['Leon G. Turrou', 'Philip Dunne', 'Casey Robinson', 'Harold Lamb', 'Charles Einstein', 'Barré Lyndon', 'Marie Belloc Lowndes', 'Howard Lindsay', 'Russel Crouse', 'Wolf Rilla', 'Frank Fenton', 'Lynn Root', 'Robert Benchley', 'Jerome Cady', 'Kathleen Winsor', 'John Wyndham', 'Arthur Sheekman', 'Jules Verne', 'Roberto Rossellini', 'Neil H. Swanson', 'David Ondaatje', 'Leslie Charteris', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'John Gay', 'Joan Harrison', 'Charles Bennett', 'Noel Langley', 'Rudyard Kipling', 'Nathaniel Hawthorne', 'Colette', 'Fredric M. Frank', 'Albert Lewin', 'Oscar Wilde', 'Vladimir Jabotinsky', 'James Hilton', 'Joseph L. Mankiewicz']]
Predicted Ans:    Noel Langley
Predicted Path:   The Private Affairs of Bel Ami --[starred_actors]--> George Sanders --[(INV) starred_actors]--> Ivanhoe --[written_by]--> Noel Langley
Path (Raw):       The Private Affairs of Bel Ami --[starred_actors]--> George Sanders --[(INV) starred_actors]--> Ivanhoe --[written_by]--> Noel Langley
Neg LogProb(↓):   1.126116
Path Entropy(↓):  2.128360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did philippe garrel direct
Start Entity:     Philippe Garrel
Gold Answer:      [['Frontier of the Dawn', 'Regular Lovers', 'A Burning Hot Summer']]
Predicted Ans:    A Burning Hot Summer
Predicted Path:   Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer
Path (Raw):       Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer
Neg LogProb(↓):   0.134692
Path Entropy(↓):  0.484833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of shadows and fog
Start Entity:     Shadows and Fog
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Shadows and Fog --[written_by]--> Woody Allen --[(INV) written_by]--> Deconstructing Harry --[has_genre]--> Comedy
Path (Raw):       Shadows and Fog --[written_by]--> Woody Allen --[(INV) written_by]--> Deconstructing Harry --[has_genre]--> Comedy
Neg LogProb(↓):   1.185656
Path Entropy(↓):  2.300798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by phil hay were directed by who
Start Entity:     Phil Hay
Gold Answer:      [['Tim Story']]
Predicted Ans:    Tim Story
Predicted Path:   Phil Hay --[(INV) written_by]--> Ride Along --[directed_by]--> Tim Story
Path (Raw):       Phil Hay --[No Operation]--> Phil Hay --[(INV) written_by]--> Ride Along --[directed_by]--> Tim Story
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in lost in yonkers
Start Entity:     Lost in Yonkers
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Lost in Yonkers --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Silver City --[has_genre]--> Drama
Path (Raw):       Lost in Yonkers --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Silver City --[has_genre]--> Drama
Neg LogProb(↓):   1.052483
Path Entropy(↓):  2.253152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in hurt
Start Entity:     Hurt
Gold Answer:      [['David Anspaugh', 'Mike Cahill', 'Nick Cassavetes']]
Predicted Ans:    Mike Cahill
Predicted Path:   Hurt --[starred_actors]--> William Mapother --[(INV) starred_actors]--> Another Earth --[directed_by]--> Mike Cahill
Path (Raw):       Hurt --[starred_actors]--> William Mapother --[(INV) starred_actors]--> Another Earth --[directed_by]--> Mike Cahill
Neg LogProb(↓):   0.008250
Path Entropy(↓):  0.055526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jim broadbent starred movies
Start Entity:     Jim Broadbent
Gold Answer:      [['Ian McKellen', 'William Brookfield', 'Robert Mundi', 'Richard Eyre', 'John Bayley', 'Larry Gelbart', 'Steven Zaillian', 'Peter Morgan', 'James Hadley Chase', 'Kenneth Lonergan', 'Mike Leigh', 'Clare Peploe', 'Sarah Smith', 'William Shakespeare', 'Jay Cocks', 'Daniel Clowes']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Jim Broadbent --[(INV) starred_actors]--> And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart
Path (Raw):       Jim Broadbent --[No Operation]--> Jim Broadbent --[(INV) starred_actors]--> And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.485847
Path Entropy(↓):  0.902047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in the little fox
Start Entity:     The Little Fox
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   The Little Fox --[in_language]--> Hungarian --[(INV) in_language]--> An American Rhapsody --[in_language]--> Hungarian
Path (Raw):       The Little Fox --[in_language]--> Hungarian --[(INV) in_language]--> An American Rhapsody --[in_language]--> Hungarian
Neg LogProb(↓):   0.470381
Path Entropy(↓):  1.048660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the star chamber were released in which years
Start Entity:     The Star Chamber
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1968', '1998', '2009', '1982', '2014', '1994', '1956', '1995', '1972', '2001', '1989', '1996', '2013', '1978', '2000', '1997', '1987']]
Predicted Ans:    2009
Predicted Path:   The Star Chamber --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Path (Raw):       The Star Chamber --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Neg LogProb(↓):   1.274398
Path Entropy(↓):  2.571926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by isabel jeans fall under
Start Entity:     Isabel Jeans
Gold Answer:      [['Comedy', 'Romance']]
Predicted Ans:    Easy Virtue
Predicted Path:   Isabel Jeans --[(INV) starred_actors]--> Easy Virtue --[written_by]--> Sheridan Jobbins --[(INV) written_by]--> Easy Virtue
Path (Raw):       Isabel Jeans --[(INV) starred_actors]--> Easy Virtue --[written_by]--> Sheridan Jobbins --[(INV) written_by]--> Easy Virtue
Neg LogProb(↓):   1.740977
Path Entropy(↓):  0.935531
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer of nobody's fool
Start Entity:     Nobody's Fool
Gold Answer:      [['Sally Field', 'Henry Fonda', 'Holly Hunter', 'Marlon Brando', 'Anthony Hopkins', "Ryan O'Neal", 'Barry Brown', 'Lily Tomlin', 'Faye Dunaway', 'John Cusack', 'Jessica Tandy', 'Billy Bob Thornton', 'Warren Beatty', 'Hume Cronyn', 'Ellen Barkin', 'Michael J. Pollard', 'Ned Beatty', 'Chris Rock', 'Meryl Streep', 'Warren Oates', 'Kim Basinger', 'Amy Madigan', 'Paul Newman', 'Roy Scheider', 'Gene Hackman', 'Laurence Fishburne', 'Susan Sarandon', 'Art Carney', 'Jeff Bridges', 'Eugene Roche', 'Bill Macy', 'Kirk Douglas', 'Frank Langella', 'Mary Steenburgen', 'Kristen Stewart', 'Reese Witherspoon', 'Alfre Woodard', 'Joe Grifasi', 'Ed Harris', 'Lindsay Crouse', 'Tim Robbins', 'Madeline Kahn', 'Christopher Reeve', 'Barbra Streisand']]
Predicted Ans:    Madeline Kahn
Predicted Path:   Nobody's Fool --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Path (Raw):       Nobody's Fool --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.521190
Path Entropy(↓):  1.375078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by caroline thompson release
Start Entity:     Caroline Thompson
Gold Answer:      [['1997', '1971', '2008', '1990', '2003', '1994']]
Predicted Ans:    1990
Predicted Path:   Caroline Thompson --[(INV) written_by]--> Edward Scissorhands --[release_year]--> 1990
Path (Raw):       Caroline Thompson --[No Operation]--> Caroline Thompson --[(INV) written_by]--> Edward Scissorhands --[release_year]--> 1990
Neg LogProb(↓):   0.433837
Path Entropy(↓):  0.992252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the dream team
Start Entity:     The Dream Team
Gold Answer:      [['Art Linson', 'Bruce Joel Rubin', 'Alexandre Aja', 'Armand Mastroianni', 'John Schlesinger', 'Peter Hyams', 'Glenn Gordon Caron', 'Joseph Ruben', 'Jack Nicholson', 'Richard C. Sarafian', 'Bob Clark', 'Ron Underwood', 'Michael Hoffman', 'Don Bluth', 'Donald Petrie', 'William Friedkin', 'Ron Howard', 'Mick Jackson', 'Jon Turteltaub', 'Michael Cooney', 'Forest Whitaker', 'Burt Kennedy', 'Gary Goldman', 'Barry Sonnenfeld', 'William A. Fraker', 'Paul Verhoeven', 'Anatole Litvak', 'Jonathan Lynn', 'Russell Mulcahy', 'Wim Wenders', 'Gary Fleder', 'Howard Zieff', 'Paul Schrader', 'Amy Heckerling', 'Robert Zemeckis', 'Harold Ramis', 'Peter Yates', 'James Gunn', 'José Padilha', 'Melvin Frank', 'Tim Burton', 'Michael Keaton', 'Clarence Brown', 'Mel Brooks', 'Heywood Gould', 'Barbet Schroeder', 'Norman Z. McLeod', 'Stan Dragoti', 'Michael Ritchie']]
Predicted Ans:    Paul Verhoeven
Predicted Path:   The Dream Team --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[directed_by]--> Paul Verhoeven
Path (Raw):       The Dream Team --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[directed_by]--> Paul Verhoeven
Neg LogProb(↓):   0.327201
Path Entropy(↓):  0.896249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the condemned
Start Entity:     The Condemned
Gold Answer:      [['Scott Wiper']]
Predicted Ans:    Vinnie Jones
Predicted Path:   The Condemned --[directed_by]--> Scott Wiper --[(INV) directed_by]--> The Condemned --[starred_actors]--> Vinnie Jones
Path (Raw):       The Condemned --[directed_by]--> Scott Wiper --[(INV) directed_by]--> The Condemned --[starred_actors]--> Vinnie Jones
Neg LogProb(↓):   0.028956
Path Entropy(↓):  0.150180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie here comes the boom
Start Entity:     Here Comes the Boom
Gold Answer:      [['Frank Coraci']]
Predicted Ans:    Frank Coraci
Predicted Path:   Here Comes the Boom --[directed_by]--> Frank Coraci --[(INV) directed_by]--> The Wedding Singer --[directed_by]--> Frank Coraci
Path (Raw):       Here Comes the Boom --[directed_by]--> Frank Coraci --[(INV) directed_by]--> The Wedding Singer --[directed_by]--> Frank Coraci
Neg LogProb(↓):   0.000423
Path Entropy(↓):  0.003851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of hugh hudson directed films
Start Entity:     Hugh Hudson
Gold Answer:      [['Colin Welland', 'Michael Weller', 'Kuki Gallmann', 'Simon Donald', 'Denis Forman', 'Robert Dillon']]
Predicted Ans:    Michael Weller
Predicted Path:   Hugh Hudson --[(INV) directed_by]--> Lost Angels --[written_by]--> Michael Weller
Path (Raw):       Hugh Hudson --[No Operation]--> Hugh Hudson --[(INV) directed_by]--> Lost Angels --[written_by]--> Michael Weller
Neg LogProb(↓):   0.656645
Path Entropy(↓):  1.120489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of how to murder your wife
Start Entity:     How to Murder Your Wife
Gold Answer:      [['1962', '1980', '1964', '1954', '1957', '2001', '1960', '1959', '1942', '1952', '1967', '1979', '1955', '1937', '1956']]
Predicted Ans:    1960
Predicted Path:   How to Murder Your Wife --[directed_by]--> Richard Quine --[(INV) directed_by]--> The World of Suzie Wong --[release_year]--> 1960
Path (Raw):       How to Murder Your Wife --[directed_by]--> Richard Quine --[(INV) directed_by]--> The World of Suzie Wong --[release_year]--> 1960
Neg LogProb(↓):   1.370843
Path Entropy(↓):  2.219337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by greydon clark release
Start Entity:     Greydon Clark
Gold Answer:      [['1983', '1980', '1994']]
Predicted Ans:    1980
Predicted Path:   Greydon Clark --[(INV) directed_by]--> Without Warning --[release_year]--> 1980
Path (Raw):       Greydon Clark --[No Operation]--> Greydon Clark --[(INV) directed_by]--> Without Warning --[release_year]--> 1980
Neg LogProb(↓):   0.239678
Path Entropy(↓):  0.687524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of pharaoh's army
Start Entity:     Pharaoh's Army
Gold Answer:      [['Patricia Arquette', 'Billy Bob Thornton', 'Kimiko Ikegami', 'Michael Madsen', 'William Devane', 'Heidi Dippold', 'Reynaldo Rosales', 'William Katt', 'George Wendt', 'Kay Lenz', 'Richard Moll']]
Predicted Ans:    Michael Madsen
Predicted Path:   Pharaoh's Army --[directed_by]--> Robby Henson --[(INV) directed_by]--> House --[starred_actors]--> Michael Madsen
Path (Raw):       Pharaoh's Army --[directed_by]--> Robby Henson --[(INV) directed_by]--> House --[starred_actors]--> Michael Madsen
Neg LogProb(↓):   0.203590
Path Entropy(↓):  0.650305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie deja vu
Start Entity:     Déjà Vu
Gold Answer:      [['1980', '1970', '2008', '1959', '2006', '1935', '1967', '1979', '1984', '1977', '2007', '1968', '1963', '1998', '1951', '1953', '1983', '1995', '1976', '1971', '1938', '2002', '1981', '1955', '2011', '1962', '2000', '1997', '1950', '1965', '1999', '1987', '1969', '1952', '1958']]
Predicted Ans:    1935
Predicted Path:   Déjà Vu --[starred_actors]--> Vanessa Redgrave --[(INV) starred_actors]--> Crime and Punishment --[release_year]--> 1935
Path (Raw):       Déjà Vu --[starred_actors]--> Vanessa Redgrave --[(INV) starred_actors]--> Crime and Punishment --[release_year]--> 1935
Neg LogProb(↓):   1.502811
Path Entropy(↓):  3.283030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the marrying man fall under
Start Entity:     The Marrying Man
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Marrying Man --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Marrying Man --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.010534
Path Entropy(↓):  4.375175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of rififi starred who
Start Entity:     Rififi
Gold Answer:      [['Melina Mercouri', 'Anthony Perkins', 'Jules Dassin', 'Raf Vallone']]
Predicted Ans:    Melina Mercouri
Predicted Path:   Rififi --[written_by]--> Jules Dassin --[(INV) written_by]--> Never on Sunday --[starred_actors]--> Melina Mercouri
Path (Raw):       Rififi --[written_by]--> Jules Dassin --[(INV) written_by]--> Never on Sunday --[starred_actors]--> Melina Mercouri
Neg LogProb(↓):   0.036817
Path Entropy(↓):  0.194940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by clair huffaker
Start Entity:     Clair Huffaker
Gold Answer:      [['Flaming Star', 'Seven Ways from Sundown', 'The War Wagon']]
Predicted Ans:    Flaming Star
Predicted Path:   Clair Huffaker --[(INV) written_by]--> Flaming Star --[written_by]--> Clair Huffaker --[(INV) written_by]--> Flaming Star
Path (Raw):       Clair Huffaker --[(INV) written_by]--> Flaming Star --[written_by]--> Clair Huffaker --[(INV) written_by]--> Flaming Star
Neg LogProb(↓):   0.030349
Path Entropy(↓):  0.158646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the hired hand was directed by who
Start Entity:     The Hired Hand
Gold Answer:      [['Peter Fonda']]
Predicted Ans:    Peter Fonda
Predicted Path:   The Hired Hand --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand --[directed_by]--> Peter Fonda
Path (Raw):       The Hired Hand --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand --[directed_by]--> Peter Fonda
Neg LogProb(↓):   0.030420
Path Entropy(↓):  0.134611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by johnny knoxville starred which actors
Start Entity:     Johnny Knoxville
Gold Answer:      [['Chris Pontius', 'Bam Margera']]
Predicted Ans:    Trent Cooper
Predicted Path:   Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[written_by]--> Trent Cooper
Path (Raw):       Johnny Knoxville --[No Operation]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[written_by]--> Trent Cooper
Neg LogProb(↓):   0.159064
Path Entropy(↓):  0.621703
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies written by henry james in
Start Entity:     Henry James
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Henry James --[(INV) written_by]--> The Green Room --[in_language]--> French
Path (Raw):       Henry James --[No Operation]--> Henry James --[(INV) written_by]--> The Green Room --[in_language]--> French
Neg LogProb(↓):   0.023819
Path Entropy(↓):  0.116314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote about a boy
Start Entity:     About a Boy
Gold Answer:      [['English', 'Danish']]
Predicted Ans:    Danish
Predicted Path:   About a Boy --[written_by]--> Nick Hornby --[(INV) written_by]--> High Fidelity --[in_language]--> Danish
Path (Raw):       About a Boy --[written_by]--> Nick Hornby --[(INV) written_by]--> High Fidelity --[in_language]--> Danish
Neg LogProb(↓):   0.378092
Path Entropy(↓):  0.630273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by ben gluck were in which genres
Start Entity:     Ben Gluck
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ben Gluck --[(INV) directed_by]--> Alpha and Omega --[has_genre]--> Comedy
Path (Raw):       Ben Gluck --[No Operation]--> Ben Gluck --[(INV) directed_by]--> Alpha and Omega --[has_genre]--> Comedy
Neg LogProb(↓):   0.002989
Path Entropy(↓):  0.020334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was steven rogers a writer on
Start Entity:     Steven Rogers
Gold Answer:      [['P.S. I Love You']]
Predicted Ans:    P.S. I Love You
Predicted Path:   Steven Rogers --[(INV) written_by]--> P.S. I Love You --[written_by]--> Cecelia Ahern --[(INV) written_by]--> P.S. I Love You
Path (Raw):       Steven Rogers --[(INV) written_by]--> P.S. I Love You --[written_by]--> Cecelia Ahern --[(INV) written_by]--> P.S. I Love You
Neg LogProb(↓):   0.025355
Path Entropy(↓):  0.118423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of mystery train
Start Entity:     Mystery Train
Gold Answer:      [['Broken Flowers', 'Permanent Vacation', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Night on Earth', 'Coffee and Cigarettes', 'Only Lovers Left Alive']]
Predicted Ans:    Stranger Than Paradise
Predicted Path:   Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise
Path (Raw):       Mystery Train --[No Operation]--> Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise
Neg LogProb(↓):   0.438120
Path Entropy(↓):  0.780511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed e. t. the extra - terrestrial
Start Entity:     E.T. the Extra-Terrestrial
Gold Answer:      [['Philip Kaufman', 'Hergé', 'Jeffrey Boam', 'Michael Crichton', 'Jon Cohen', 'David Franzoni', 'Philip K. Dick', 'George Lucas', 'Willard Huyck', 'Gloria Katz', 'Peter Benchley', 'Lawrence Kasdan', 'James V. Hart', 'Malia Scotch Marmo', 'David Koepp', 'Josh Friedman', 'Joe Cornish', 'Richard Matheson', 'Eric Roth', 'Jeff Nathanson', 'Steven Moffat', 'Steven Zaillian', 'Tony Kushner', 'Doris Kearns Goodwin', 'Steven Spielberg', 'Robert Zemeckis', 'Bob Gale', 'Alice Walker', 'Edgar Wright', 'Michael Morpurgo', 'Thomas Keneally', 'Carl Gottlieb', 'Nick Castle', 'Robert Rodat', 'Brian Aldiss', 'Ian Watson']]
Predicted Ans:    Philip Kaufman
Predicted Path:   E.T. the Extra-Terrestrial --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[written_by]--> Philip Kaufman
Path (Raw):       E.T. the Extra-Terrestrial --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[written_by]--> Philip Kaufman
Neg LogProb(↓):   0.807291
Path Entropy(↓):  2.192409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of high heels
Start Entity:     High Heels
Gold Answer:      [['Law of Desire', 'Dark Habits', 'Kika', 'The Flower of My Secret', 'What Have I Done to Deserve This?', 'Labyrinth of Passion', 'Matador', 'Volver', 'Broken Embraces', 'The Skin I Live In', 'Tie Me Up! Tie Me Down!', 'Bad Education', 'Live Flesh', 'All About My Mother', 'Talk to Her', 'Women on the Verge of a Nervous Breakdown']]
Predicted Ans:    Bad Education
Predicted Path:   High Heels --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Bad Education
Path (Raw):       High Heels --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Bad Education --[No Operation]--> Bad Education
Neg LogProb(↓):   0.679964
Path Entropy(↓):  1.272379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by tribute actors
Start Entity:     Tribute
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Tribute --[starred_actors]--> Jason Lewis --[(INV) starred_actors]--> Tribute --[has_genre]--> Comedy
Path (Raw):       Tribute --[starred_actors]--> Jason Lewis --[(INV) starred_actors]--> Tribute --[has_genre]--> Comedy
Neg LogProb(↓):   0.625515
Path Entropy(↓):  0.690697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with despair fall under
Start Entity:     Despair
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Despair --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Doctor at Sea --[has_genre]--> Comedy
Path (Raw):       Despair --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Doctor at Sea --[has_genre]--> Comedy
Neg LogProb(↓):   0.764736
Path Entropy(↓):  0.771179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Man san lu appears in which movies
Start Entity:     Man San Lu
Gold Answer:      [['The Scent of Green Papaya']]
Predicted Ans:    The Scent of Green Papaya
Predicted Path:   Man San Lu --[(INV) starred_actors]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya
Path (Raw):       Man San Lu --[(INV) starred_actors]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya
Neg LogProb(↓):   0.003765
Path Entropy(↓):  0.024774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what holy motors is about
Start Entity:     Holy Motors
Gold Answer:      [['leos carax']]
Predicted Ans:    leos carax
Predicted Path:   Holy Motors --[has_tags]--> leos carax --[(INV) has_tags]--> Holy Motors --[has_tags]--> leos carax
Path (Raw):       Holy Motors --[has_tags]--> leos carax --[(INV) has_tags]--> Holy Motors --[has_tags]--> leos carax
Neg LogProb(↓):   0.001159
Path Entropy(↓):  0.008987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of it's a free world... also starred in which movies
Start Entity:     It's a Free World...
Gold Answer:      [['The Holding']]
Predicted Ans:    The Holding
Predicted Path:   It's a Free World... --[starred_actors]--> Kierston Wareing --[(INV) starred_actors]--> The Holding
Path (Raw):       It's a Free World... --[starred_actors]--> Kierston Wareing --[No Operation]--> Kierston Wareing --[(INV) starred_actors]--> The Holding
Neg LogProb(↓):   0.036682
Path Entropy(↓):  0.177720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of executive suite also wrote which films
Start Entity:     Executive Suite
Gold Answer:      [['Sabrina', "Who's Afraid of Virginia Woolf?", 'The Sound of Music', 'The King and I', 'Hello, Dolly!', 'From the Terrace', 'North by Northwest', 'The Prize', 'Family Plot', 'Sweet Smell of Success']]
Predicted Ans:    Sabrina
Predicted Path:   Executive Suite --[written_by]--> Ernest Lehman --[(INV) written_by]--> Sabrina
Path (Raw):       Executive Suite --[written_by]--> Ernest Lehman --[(INV) written_by]--> Sabrina --[No Operation]--> Sabrina
Neg LogProb(↓):   1.169114
Path Entropy(↓):  1.576749
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of josie and the pussycats
Start Entity:     Josie and the Pussycats
Gold Answer:      [['Deborah Kaplan', 'Harry Elfont']]
Predicted Ans:    Harry Elfont
Predicted Path:   Josie and the Pussycats --[directed_by]--> Deborah Kaplan --[(INV) directed_by]--> Josie and the Pussycats --[directed_by]--> Harry Elfont
Path (Raw):       Josie and the Pussycats --[directed_by]--> Deborah Kaplan --[(INV) directed_by]--> Josie and the Pussycats --[directed_by]--> Harry Elfont
Neg LogProb(↓):   1.075316
Path Entropy(↓):  1.348500
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by yoshiaki kawajiri
Start Entity:     Yoshiaki Kawajiri
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Yoshiaki Kawajiri --[(INV) written_by]--> Ninja Scroll --[has_genre]--> Action
Path (Raw):       Yoshiaki Kawajiri --[No Operation]--> Yoshiaki Kawajiri --[(INV) written_by]--> Ninja Scroll --[has_genre]--> Action
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the fourth state
Start Entity:     The Fourth State
Gold Answer:      [['Drama', 'Horror', 'Short']]
Predicted Ans:    Drama
Predicted Path:   The Fourth State --[written_by]--> Dennis Gansel --[(INV) written_by]--> Before the Fall --[has_genre]--> Drama
Path (Raw):       The Fourth State --[written_by]--> Dennis Gansel --[(INV) written_by]--> Before the Fall --[has_genre]--> Drama
Neg LogProb(↓):   0.001497
Path Entropy(↓):  0.011616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by teacher's pet actors release
Start Entity:     Teacher's Pet
Gold Answer:      [['1954', '1959', '1936', '1935', '1967', '1968', '1963', '1939', '1933', '1957', '1951', '2004', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1972', '1940', '1938', '1961', '1955', '1962', '1988', '1934', '2000', '1964', '1949', '1966', '1950', '1960', '1965', '1999', '1937', '1969', '1952', '1958']]
Predicted Ans:    1960
Predicted Path:   Teacher's Pet --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       Teacher's Pet --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   0.958046
Path Entropy(↓):  1.889638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the mysteries of pittsburgh
Start Entity:     The Mysteries of Pittsburgh
Gold Answer:      [['Rawson Marshall Thurber', 'Michael Chabon']]
Predicted Ans:    Michael Chabon
Predicted Path:   The Mysteries of Pittsburgh --[written_by]--> Michael Chabon --[(INV) written_by]--> The Mysteries of Pittsburgh --[written_by]--> Michael Chabon
Path (Raw):       The Mysteries of Pittsburgh --[written_by]--> Michael Chabon --[(INV) written_by]--> The Mysteries of Pittsburgh --[written_by]--> Michael Chabon
Neg LogProb(↓):   0.063461
Path Entropy(↓):  0.286149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by geoffrey wigdor
Start Entity:     Geoffrey Wigdor
Gold Answer:      [['John Gray']]
Predicted Ans:    John Gray
Predicted Path:   Geoffrey Wigdor --[(INV) starred_actors]--> White Irish Drinkers --[directed_by]--> John Gray
Path (Raw):       Geoffrey Wigdor --[No Operation]--> Geoffrey Wigdor --[(INV) starred_actors]--> White Irish Drinkers --[directed_by]--> John Gray
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the animal
Start Entity:     The Animal
Gold Answer:      [['John Wagner', 'Carlos Ezquerra', 'Nat Hiken', 'George Wing', 'Jeff Seeman', 'Tom Brady', 'Rob Hedden', 'Rob Schneider']]
Predicted Ans:    George Wing
Predicted Path:   The Animal --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[written_by]--> George Wing
Path (Raw):       The Animal --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[written_by]--> George Wing
Neg LogProb(↓):   0.383011
Path Entropy(↓):  0.660001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with rings on her fingers in
Start Entity:     Rings on Her Fingers
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Rings on Her Fingers --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       Rings on Her Fingers --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.131931
Path Entropy(↓):  0.435001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of rob morrow starred movies
Start Entity:     Rob Morrow
Gold Answer:      [['John Gray', 'Jim Bishop', 'Gordon Mitchell', 'Alan Wenkus', 'Ken Segall', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    John Gray
Predicted Path:   Rob Morrow --[(INV) starred_actors]--> The Day Lincoln Was Shot --[written_by]--> John Gray
Path (Raw):       Rob Morrow --[No Operation]--> Rob Morrow --[(INV) starred_actors]--> The Day Lincoln Was Shot --[written_by]--> John Gray
Neg LogProb(↓):   0.316537
Path Entropy(↓):  0.939677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by shu takumi
Start Entity:     Shu Takumi
Gold Answer:      [['Hiroki Narimiya', 'Mirei Kiritani']]
Predicted Ans:    Hiroki Narimiya
Predicted Path:   Shu Takumi --[(INV) written_by]--> Ace Attorney --[starred_actors]--> Hiroki Narimiya
Path (Raw):       Shu Takumi --[No Operation]--> Shu Takumi --[(INV) written_by]--> Ace Attorney --[starred_actors]--> Hiroki Narimiya
Neg LogProb(↓):   0.000776
Path Entropy(↓):  0.006334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is romy and michele's high school reunion in
Start Entity:     Romy and Michele's High School Reunion
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Romy and Michele's High School Reunion --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Romy and Michele's High School Reunion --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.341307
Path Entropy(↓):  4.486567
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by impact actors release
Start Entity:     Impact
Gold Answer:      [['1946', '1944', '1941', '1939', '1953', '1947', '1931', '1943', '1995', '1948', '1942', '1940', '1955', '1978', '1949', '1950', '1952', '1965', '1945', '1937', '1930']]
Predicted Ans:    1943
Predicted Path:   Impact --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Hangmen Also Die! --[release_year]--> 1943
Path (Raw):       Impact --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Hangmen Also Die! --[release_year]--> 1943
Neg LogProb(↓):   1.254483
Path Entropy(↓):  2.242496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in robin hood
Start Entity:     Robin Hood
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    War
Predicted Path:   Robin Hood --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Path (Raw):       Robin Hood --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> The Monuments Men --[has_genre]--> War
Neg LogProb(↓):   1.181237
Path Entropy(↓):  2.090848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ellen sandweiss is a co - star of who
Start Entity:     Ellen Sandweiss
Gold Answer:      [['Bruce Campbell', 'Betsy Baker']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Ellen Sandweiss --[(INV) starred_actors]--> Within the Woods --[starred_actors]--> Bruce Campbell
Path (Raw):       Ellen Sandweiss --[No Operation]--> Ellen Sandweiss --[(INV) starred_actors]--> Within the Woods --[starred_actors]--> Bruce Campbell
Neg LogProb(↓):   0.000105
Path Entropy(↓):  0.001106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with ten benny fall under
Start Entity:     Ten Benny
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ten Benny --[directed_by]--> Eric Bross --[(INV) directed_by]--> On the Line --[has_genre]--> Comedy
Path (Raw):       Ten Benny --[directed_by]--> Eric Bross --[(INV) directed_by]--> On the Line --[has_genre]--> Comedy
Neg LogProb(↓):   0.002211
Path Entropy(↓):  0.015925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did aksel hennie star in
Start Entity:     Aksel Hennie
Gold Answer:      [['Headhunters']]
Predicted Ans:    Headhunters
Predicted Path:   Aksel Hennie --[(INV) starred_actors]--> Headhunters --[starred_actors]--> Aksel Hennie --[(INV) starred_actors]--> Headhunters
Path (Raw):       Aksel Hennie --[(INV) starred_actors]--> Headhunters --[starred_actors]--> Aksel Hennie --[(INV) starred_actors]--> Headhunters
Neg LogProb(↓):   0.015196
Path Entropy(↓):  0.080558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie broken embraces
Start Entity:     Broken Embraces
Gold Answer:      [['1983', '1998', '2000', '1997', '2001', '2008', '2003', '2005', '2004', '2006', '2012', '2013', '2007', '1943']]
Predicted Ans:    2001
Predicted Path:   Broken Embraces --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Path (Raw):       Broken Embraces --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Neg LogProb(↓):   0.971721
Path Entropy(↓):  1.729859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in contact
Start Entity:     Contact
Gold Answer:      [['David Morse', 'Jodie Foster']]
Predicted Ans:    Jodie Foster
Predicted Path:   Contact --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Anna and the King --[starred_actors]--> Jodie Foster
Path (Raw):       Contact --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Anna and the King --[starred_actors]--> Jodie Foster
Neg LogProb(↓):   0.054021
Path Entropy(↓):  0.234529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the tunnel of love is also the director of which films
Start Entity:     The Tunnel of Love
Gold Answer:      [['The Cheyenne Social Club', "Singin' in the Rain", "It's Always Fair Weather", "That's Entertainment, Part II", 'Gigot', 'On the Town', 'Hello, Dolly!', 'A Guide for the Married Man', 'The Happy Road']]
Predicted Ans:    It's Always Fair Weather
Predicted Path:   The Tunnel of Love --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather
Path (Raw):       The Tunnel of Love --[directed_by]--> Gene Kelly --[(INV) directed_by]--> It's Always Fair Weather --[No Operation]--> It's Always Fair Weather
Neg LogProb(↓):   0.666111
Path Entropy(↓):  1.162341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by mary roberts rinehart were released in which years
Start Entity:     Mary Roberts Rinehart
Gold Answer:      [['1926', '1959', '1930']]
Predicted Ans:    1926
Predicted Path:   Mary Roberts Rinehart --[(INV) written_by]--> The Bat --[release_year]--> 1926
Path (Raw):       Mary Roberts Rinehart --[No Operation]--> Mary Roberts Rinehart --[(INV) written_by]--> The Bat --[release_year]--> 1926
Neg LogProb(↓):   0.811072
Path Entropy(↓):  1.090627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with fifty dead men walking fall under
Start Entity:     Fifty Dead Men Walking
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Fifty Dead Men Walking --[written_by]--> Martin McGartland --[(INV) written_by]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Path (Raw):       Fifty Dead Men Walking --[written_by]--> Martin McGartland --[(INV) written_by]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Neg LogProb(↓):   0.170229
Path Entropy(↓):  0.434138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films take a giant step are written by who
Start Entity:     Take a Giant Step
Gold Answer:      [['Neil Paterson']]
Predicted Ans:    Louis S. Peterson
Predicted Path:   Take a Giant Step --[directed_by]--> Philip Leacock --[(INV) directed_by]--> Take a Giant Step --[written_by]--> Louis S. Peterson
Path (Raw):       Take a Giant Step --[directed_by]--> Philip Leacock --[(INV) directed_by]--> Take a Giant Step --[written_by]--> Louis S. Peterson
Neg LogProb(↓):   0.016762
Path Entropy(↓):  0.095815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films written by sebastian junger
Start Entity:     Sebastian Junger
Gold Answer:      [['Mark Wahlberg', 'John C. Reilly', 'George Clooney', 'Diane Lane']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Sebastian Junger --[(INV) written_by]--> The Perfect Storm --[starred_actors]--> Mark Wahlberg
Path (Raw):       Sebastian Junger --[No Operation]--> Sebastian Junger --[(INV) written_by]--> The Perfect Storm --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.171429
Path Entropy(↓):  0.544461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the europeans
Start Entity:     The Europeans
Gold Answer:      [['1983', '1995', '1998', '1963', '2000', '1975', '1970', '1972', '1992', '2005', '1993', '1989', '1996', '1985', '1987', '2012', '1977']]
Predicted Ans:    2000
Predicted Path:   The Europeans --[directed_by]--> James Ivory --[(INV) directed_by]--> The Golden Bowl --[release_year]--> 2000
Path (Raw):       The Europeans --[directed_by]--> James Ivory --[(INV) directed_by]--> The Golden Bowl --[release_year]--> 2000
Neg LogProb(↓):   1.209005
Path Entropy(↓):  2.045886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the lawless director release
Start Entity:     The Lawless
Gold Answer:      [['1962', '1968', '1963', '1970', '1975', '1948', '2009', '1971', '1966', '1951', '1973', '1967', '1981', '2011', '1952', '1931']]
Predicted Ans:    1970
Predicted Path:   The Lawless --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[release_year]--> 1970
Path (Raw):       The Lawless --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[release_year]--> 1970
Neg LogProb(↓):   0.963061
Path Entropy(↓):  1.941031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the apparition are directed by who
Start Entity:     The Apparition
Gold Answer:      [['Richard Gray', 'Johnny Kevorkian', 'Renny Harlin', 'Charlie Stratton']]
Predicted Ans:    Todd Lincoln
Predicted Path:   The Apparition --[starred_actors]--> Ashley Greene --[(INV) starred_actors]--> The Apparition --[directed_by]--> Todd Lincoln
Path (Raw):       The Apparition --[starred_actors]--> Ashley Greene --[(INV) starred_actors]--> The Apparition --[directed_by]--> Todd Lincoln
Neg LogProb(↓):   0.567606
Path Entropy(↓):  0.841996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in the ice harvest
Start Entity:     The Ice Harvest
Gold Answer:      [['Romance', 'Short', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Ice Harvest --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Path (Raw):       The Ice Harvest --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Neg LogProb(↓):   0.115068
Path Entropy(↓):  0.432452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by amber sainsbury
Start Entity:     Amber Sainsbury
Gold Answer:      [['Chris Graham']]
Predicted Ans:    Chris Graham
Predicted Path:   Amber Sainsbury --[(INV) starred_actors]--> The Ferryman --[directed_by]--> Chris Graham
Path (Raw):       Amber Sainsbury --[No Operation]--> Amber Sainsbury --[(INV) starred_actors]--> The Ferryman --[directed_by]--> Chris Graham
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did wellesley wild write the story for
Start Entity:     Wellesley Wild
Gold Answer:      [['A Million Ways to Die in the West', 'Ted']]
Predicted Ans:    Ted
Predicted Path:   Wellesley Wild --[(INV) written_by]--> Ted --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted
Path (Raw):       Wellesley Wild --[(INV) written_by]--> Ted --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted
Neg LogProb(↓):   0.219672
Path Entropy(↓):  0.748682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of deep rising
Start Entity:     Deep Rising
Gold Answer:      [['Smooth Talk', 'Flashpoint', 'City of Industry', 'The Treatment', 'A Streetcar Named Desire', 'Front of the Class', '100 Feet', 'Hair', 'Barefoot', 'Taken 2', 'House on Haunted Hill', 'Prince of the City', 'Hide and Seek', 'The Wackness', 'The Deep End of the Ocean', 'Taken 3', 'The Phantom', 'Dead Heat', 'X-Men', 'Circus']]
Predicted Ans:    Taken 3
Predicted Path:   Deep Rising --[starred_actors]--> Famke Janssen --[(INV) starred_actors]--> Taken 3
Path (Raw):       Deep Rising --[starred_actors]--> Famke Janssen --[No Operation]--> Famke Janssen --[(INV) starred_actors]--> Taken 3
Neg LogProb(↓):   0.046126
Path Entropy(↓):  0.252490
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the fog
Start Entity:     The Fog
Gold Answer:      [['Tom Welling', 'Selma Blair', 'Maggie Grace']]
Predicted Ans:    Tom Welling
Predicted Path:   The Fog --[starred_actors]--> Tom Welling --[(INV) starred_actors]--> Cheaper by the Dozen 2 --[starred_actors]--> Tom Welling
Path (Raw):       The Fog --[starred_actors]--> Tom Welling --[(INV) starred_actors]--> Cheaper by the Dozen 2 --[starred_actors]--> Tom Welling
Neg LogProb(↓):   0.053357
Path Entropy(↓):  0.222346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie 976 - evil
Start Entity:     976-EVIL
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   976-EVIL --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       976-EVIL --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.660515
Path Entropy(↓):  3.999511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in dr. jekyll and mr. hyde
Start Entity:     Dr. Jekyll and Mr. Hyde
Gold Answer:      [['Swedish', 'French', 'English', 'Mandarin', 'Welsh', 'Italian', 'Spanish', 'German']]
Predicted Ans:    English
Predicted Path:   Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Cactus Flower --[in_language]--> English
Path (Raw):       Dr. Jekyll and Mr. Hyde --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Cactus Flower --[in_language]--> English
Neg LogProb(↓):   0.699985
Path Entropy(↓):  1.113132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie cat - women of the moon
Start Entity:     Cat-Women of the Moon
Gold Answer:      [['Stuart Gilmore', 'Edward Dmytryk', 'Richard Fleischer']]
Predicted Ans:    Stuart Gilmore
Predicted Path:   Cat-Women of the Moon --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> The Virginian --[directed_by]--> Stuart Gilmore
Path (Raw):       Cat-Women of the Moon --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> The Virginian --[directed_by]--> Stuart Gilmore
Neg LogProb(↓):   0.050662
Path Entropy(↓):  0.247241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by everett greenbaum starred who
Start Entity:     Everett Greenbaum
Gold Answer:      [['Romy Schneider', 'Don Knotts', 'Dorothy Provine', 'Jack Lemmon']]
Predicted Ans:    Don Knotts
Predicted Path:   Everett Greenbaum --[(INV) written_by]--> The Reluctant Astronaut --[starred_actors]--> Don Knotts
Path (Raw):       Everett Greenbaum --[No Operation]--> Everett Greenbaum --[(INV) written_by]--> The Reluctant Astronaut --[starred_actors]--> Don Knotts
Neg LogProb(↓):   0.216856
Path Entropy(↓):  0.590770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did charles crichton write
Start Entity:     Charles Crichton
Gold Answer:      [['A Fish Called Wanda', 'Floods of Fear']]
Predicted Ans:    A Fish Called Wanda
Predicted Path:   Charles Crichton --[(INV) written_by]--> Floods of Fear --[written_by]--> Charles Crichton --[(INV) written_by]--> A Fish Called Wanda
Path (Raw):       Charles Crichton --[(INV) written_by]--> Floods of Fear --[written_by]--> Charles Crichton --[(INV) written_by]--> A Fish Called Wanda
Neg LogProb(↓):   0.439907
Path Entropy(↓):  0.765229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by greg iles
Start Entity:     Greg Iles
Gold Answer:      [['Luis Mandoki']]
Predicted Ans:    Luis Mandoki
Predicted Path:   Greg Iles --[(INV) written_by]--> Trapped --[directed_by]--> Luis Mandoki
Path (Raw):       Greg Iles --[No Operation]--> Greg Iles --[(INV) written_by]--> Trapped --[directed_by]--> Luis Mandoki
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of our lady of the assassins
Start Entity:     Our Lady of the Assassins
Gold Answer:      [['Crime', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Our Lady of the Assassins --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Murder by Numbers --[has_genre]--> Thriller
Path (Raw):       Our Lady of the Assassins --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Murder by Numbers --[has_genre]--> Thriller
Neg LogProb(↓):   0.012633
Path Entropy(↓):  0.076859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by martha hyer
Start Entity:     Martha Hyer
Gold Answer:      [['Katharine Hepburn', 'John Wayne']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Martha Hyer --[(INV) starred_actors]--> Some Came Running --[starred_actors]--> Shirley MacLaine
Path (Raw):       Martha Hyer --[No Operation]--> Martha Hyer --[(INV) starred_actors]--> Some Came Running --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.030382
Path Entropy(↓):  0.150141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in in my father's den
Start Entity:     In My Father's Den
Gold Answer:      [['Chris Cleave', 'Bernard Rose', 'David Loughery', 'Tom Stoppard', 'George MacDonald Fraser', 'Leo Tolstoy', 'Sharon Maguire']]
Predicted Ans:    David Loughery
Predicted Path:   In My Father's Den --[starred_actors]--> Matthew Macfadyen --[(INV) starred_actors]--> The Three Musketeers --[written_by]--> David Loughery
Path (Raw):       In My Father's Den --[starred_actors]--> Matthew Macfadyen --[(INV) starred_actors]--> The Three Musketeers --[written_by]--> David Loughery
Neg LogProb(↓):   0.185316
Path Entropy(↓):  0.489269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by william bowers
Start Entity:     William Bowers
Gold Answer:      [['Musical', 'Western', 'Biography', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   William Bowers --[(INV) written_by]--> The Gunfighter --[has_genre]--> Western
Path (Raw):       William Bowers --[No Operation]--> William Bowers --[(INV) written_by]--> The Gunfighter --[has_genre]--> Western
Neg LogProb(↓):   0.397139
Path Entropy(↓):  0.830411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Mario silva appears in which movies
Start Entity:     Mario Silva
Gold Answer:      [["The Pope's Toilet"]]
Predicted Ans:    The Pope's Toilet
Predicted Path:   Mario Silva --[(INV) starred_actors]--> The Pope's Toilet --[starred_actors]--> César Troncoso --[(INV) starred_actors]--> The Pope's Toilet
Path (Raw):       Mario Silva --[(INV) starred_actors]--> The Pope's Toilet --[starred_actors]--> César Troncoso --[(INV) starred_actors]--> The Pope's Toilet
Neg LogProb(↓):   0.255369
Path Entropy(↓):  0.775470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does ashanti appear in
Start Entity:     Ashanti
Gold Answer:      [['John Tucker Must Die']]
Predicted Ans:    John Tucker Must Die
Predicted Path:   Ashanti --[(INV) starred_actors]--> John Tucker Must Die --[starred_actors]--> Sophia Bush --[(INV) starred_actors]--> John Tucker Must Die
Path (Raw):       Ashanti --[(INV) starred_actors]--> John Tucker Must Die --[starred_actors]--> Sophia Bush --[(INV) starred_actors]--> John Tucker Must Die
Neg LogProb(↓):   0.109312
Path Entropy(↓):  0.332905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with tate taylor
Start Entity:     Tate Taylor
Gold Answer:      [['Kathryn Stockett']]
Predicted Ans:    Tate Taylor
Predicted Path:   Tate Taylor --[(INV) written_by]--> The Help --[written_by]--> Tate Taylor
Path (Raw):       Tate Taylor --[No Operation]--> Tate Taylor --[(INV) written_by]--> The Help --[written_by]--> Tate Taylor
Neg LogProb(↓):   0.016503
Path Entropy(↓):  0.083545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the movie my favorite brunette
Start Entity:     My Favorite Brunette
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   My Favorite Brunette --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Path (Raw):       My Favorite Brunette --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Neg LogProb(↓):   2.048266
Path Entropy(↓):  3.240774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by rolf de heer
Start Entity:     Rolf de Heer
Gold Answer:      [['Marc Rosenberg', 'David Gulpilil']]
Predicted Ans:    Rolf de Heer
Predicted Path:   Rolf de Heer --[(INV) directed_by]--> The Quiet Room --[written_by]--> Rolf de Heer
Path (Raw):       Rolf de Heer --[No Operation]--> Rolf de Heer --[(INV) directed_by]--> The Quiet Room --[written_by]--> Rolf de Heer
Neg LogProb(↓):   0.685240
Path Entropy(↓):  1.492609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did tony kushner write
Start Entity:     Tony Kushner
Gold Answer:      [['Lincoln', 'Munich']]
Predicted Ans:    Lincoln
Predicted Path:   Tony Kushner --[(INV) written_by]--> Lincoln --[written_by]--> Tony Kushner --[(INV) written_by]--> Lincoln
Path (Raw):       Tony Kushner --[(INV) written_by]--> Lincoln --[written_by]--> Tony Kushner --[(INV) written_by]--> Lincoln
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by lesley storm
Start Entity:     Lesley Storm
Gold Answer:      [['Janet Blair', 'Lee Bowman', 'Rita Hayworth']]
Predicted Ans:    Janet Blair
Predicted Path:   Lesley Storm --[(INV) written_by]--> Tonight and Every Night --[starred_actors]--> Janet Blair
Path (Raw):       Lesley Storm --[No Operation]--> Lesley Storm --[(INV) written_by]--> Tonight and Every Night --[starred_actors]--> Janet Blair
Neg LogProb(↓):   0.100167
Path Entropy(↓):  0.317338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in countdown also appears in which movies
Start Entity:     Countdown
Gold Answer:      [["Brian's Song", 'Games', 'Deep Impact', 'Stalin', 'Gardens of Stone', 'Joe Kidd', 'The Program', 'The Judge', 'The Great Santini', 'Submarine X-1', 'The Paper', 'Harry and Walter Go to New York', 'The Godfather', 'Middle Men', 'Network', "Jayne Mansfield's Car", 'The Gambler', 'Thief', 'Four Christmases', 'The Natural', 'Colors', 'The Yards', 'Comes a Horseman', 'The Killer Elite', 'Seven Days in Utopia', 'A Civil Action', 'A Shot at Glory', 'Days of Thunder', 'The Outfit', 'Honeymoon in Vegas', 'Bulletproof', 'A Family Thing', 'Apocalypse Now', 'El Dorado', 'The Rain People', 'Open Range', 'The Eagle Has Landed', 'Lady in a Cage', 'A Night in Old Mexico', 'Freebie and the Bean', 'Rambling Rose', 'A Boy Called Hate', 'Cloudy with a Chance of Meatballs 2', 'Falling Down', 'Funny Lady', 'Phenomenon', 'The Outsider', 'Hide in Plain Sight', 'Assassination Tango', 'Eraser', 'Get Low', 'THX 1138', 'Tender Mercies', 'Red Line 7000', 'The Scarlet Letter', 'Alien Nation', 'Cloudy with a Chance of Meatballs', 'Breakout', 'Cinderella Liberty', 'Something to Talk About', 'Small Apartments', 'Kiss Me Goodbye', 'Slither', 'Elf', 'The Man Who Captured Eichmann', 'Misery', 'Wrestling Ernest Hemingway', 'For the Boys', 'The Seven-Per-Cent Solution', 'The Great Northfield Minnesota Raid', 'Lawman', 'True Confessions', 'Secondhand Lions']]
Predicted Ans:    The Godfather
Predicted Path:   Countdown --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather
Path (Raw):       Countdown --[starred_actors]--> James Caan --[No Operation]--> James Caan --[(INV) starred_actors]--> The Godfather
Neg LogProb(↓):   0.312277
Path Entropy(↓):  1.181389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of patrick casey starred movies
Start Entity:     Patrick Casey
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Patrick Casey --[(INV) starred_actors]--> Transylmania --[release_year]--> 2009
Path (Raw):       Patrick Casey --[No Operation]--> Patrick Casey --[(INV) starred_actors]--> Transylmania --[release_year]--> 2009
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of le boucher
Start Entity:     Le Boucher
Gold Answer:      [['Les Biches', 'The Unfaithful Wife', 'Madame Bovary', 'La Cérémonie', 'Wedding in Blood', 'Betty', 'Les Cousins', 'The Breach', "L'Enfer", 'The Swindle', 'Blood Relatives', 'Le Beau Serge', 'This Man Must Die', 'Story of Women', 'The Bridesmaid', 'The Flower of Evil', 'Pleasure Party', 'Comedy of Power']]
Predicted Ans:    Les Biches
Predicted Path:   Le Boucher --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches
Path (Raw):       Le Boucher --[No Operation]--> Le Boucher --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches
Neg LogProb(↓):   0.861768
Path Entropy(↓):  1.774164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of vivien r. bretherton written films
Start Entity:     Vivien R. Bretherton
Gold Answer:      [['1938']]
Predicted Ans:    1938
Predicted Path:   Vivien R. Bretherton --[(INV) written_by]--> Love Finds Andy Hardy --[release_year]--> 1938
Path (Raw):       Vivien R. Bretherton --[No Operation]--> Vivien R. Bretherton --[(INV) written_by]--> Love Finds Andy Hardy --[release_year]--> 1938
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by they died with their boots on actors
Start Entity:     They Died with Their Boots On
Gold Answer:      [['Edmund Goulding', 'John Huston', 'Mervyn LeRoy', 'Walter Grauman', 'Martin Campbell', 'Lewis Milestone', 'Henry Koster', 'Raoul Walsh', 'Jennifer Leitzes', 'Vincent Sherman', 'Frank Lloyd', 'Henry King', 'Michael Curtiz', 'Stanley Kramer', 'Anatole Litvak', 'Anthony Asquith', 'Archie Mayo', 'Mitchell Leisen', 'William Keighley', 'George Scribner', 'Peter Godfrey', 'Robert Siodmak', 'Victor Saville', 'Tony Richardson', 'Robert Florey', 'William Wyler', 'Norman Krasna', 'David Butler', 'Howard Hawks']]
Predicted Ans:    Stanley Kramer
Predicted Path:   They Died with Their Boots On --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[directed_by]--> Stanley Kramer
Path (Raw):       They Died with Their Boots On --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[directed_by]--> Stanley Kramer
Neg LogProb(↓):   1.543930
Path Entropy(↓):  2.549066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of nights and weekends
Start Entity:     Nights and Weekends
Gold Answer:      [['All the Light in the Sky', 'Hannah Takes the Stairs', 'Drinking Buddies', 'LOL', 'Happy Christmas', 'Frances Ha']]
Predicted Ans:    Happy Christmas
Predicted Path:   Nights and Weekends --[written_by]--> Joe Swanberg --[(INV) written_by]--> Happy Christmas
Path (Raw):       Nights and Weekends --[No Operation]--> Nights and Weekends --[written_by]--> Joe Swanberg --[(INV) written_by]--> Happy Christmas
Neg LogProb(↓):   0.274492
Path Entropy(↓):  0.952115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by william tannen
Start Entity:     William Tannen
Gold Answer:      [['Michael Blodgett']]
Predicted Ans:    Michael Blodgett
Predicted Path:   William Tannen --[(INV) directed_by]--> Hero and the Terror --[written_by]--> Michael Blodgett
Path (Raw):       William Tannen --[No Operation]--> William Tannen --[(INV) directed_by]--> Hero and the Terror --[written_by]--> Michael Blodgett
Neg LogProb(↓):   0.121330
Path Entropy(↓):  0.355331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the mating habits of the earthbound human were released in which years
Start Entity:     The Mating Habits of the Earthbound Human
Gold Answer:      [['2000', '2008', '2001', '2010', '1996', '1994', '2012']]
Predicted Ans:    2001
Predicted Path:   The Mating Habits of the Earthbound Human --[starred_actors]--> David Hyde Pierce --[(INV) starred_actors]--> Wet Hot American Summer --[release_year]--> 2001
Path (Raw):       The Mating Habits of the Earthbound Human --[starred_actors]--> David Hyde Pierce --[(INV) starred_actors]--> Wet Hot American Summer --[release_year]--> 2001
Neg LogProb(↓):   0.663198
Path Entropy(↓):  1.095863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of yasunari kawabata written films
Start Entity:     Yasunari Kawabata
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   Yasunari Kawabata --[(INV) written_by]--> Sound of the Mountain --[release_year]--> 1954
Path (Raw):       Yasunari Kawabata --[No Operation]--> Yasunari Kawabata --[(INV) written_by]--> Sound of the Mountain --[release_year]--> 1954
Neg LogProb(↓):   0.000355
Path Entropy(↓):  0.003173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of prince valiant
Start Entity:     Prince Valiant
Gold Answer:      [['Mario Van Peebles', 'Eddie Griffin', 'William Hope', 'Christine Adams', 'Anthony Hickox', 'Dolph Lundgren', 'Armand Assante', 'Breckin Meyer', 'Bruce Payne', 'Steven Seagal', 'Mystro Clark', 'Vinnie Jones']]
Predicted Ans:    Eddie Griffin
Predicted Path:   Prince Valiant --[directed_by]--> Anthony Hickox --[(INV) directed_by]--> Blast --[starred_actors]--> Eddie Griffin
Path (Raw):       Prince Valiant --[directed_by]--> Anthony Hickox --[(INV) directed_by]--> Blast --[starred_actors]--> Eddie Griffin
Neg LogProb(↓):   0.071876
Path Entropy(↓):  0.330021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by randall jahnson
Start Entity:     Randall Jahnson
Gold Answer:      [['Rory Cochrane', 'Anna Friel', 'Nick Stahl', 'Simon Baker']]
Predicted Ans:    Nick Stahl
Predicted Path:   Randall Jahnson --[(INV) written_by]--> Sunset Strip --[starred_actors]--> Nick Stahl
Path (Raw):       Randall Jahnson --[No Operation]--> Randall Jahnson --[(INV) written_by]--> Sunset Strip --[starred_actors]--> Nick Stahl
Neg LogProb(↓):   0.000829
Path Entropy(↓):  0.006982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie edmond
Start Entity:     Edmond
Gold Answer:      [['Stuart Gordon']]
Predicted Ans:    Stuart Gordon
Predicted Path:   Edmond --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Re-Animator --[directed_by]--> Stuart Gordon
Path (Raw):       Edmond --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Re-Animator --[directed_by]--> Stuart Gordon
Neg LogProb(↓):   0.632861
Path Entropy(↓):  0.871706
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of flicka
Start Entity:     Flicka
Gold Answer:      [['Roddy McDowall']]
Predicted Ans:    Alison Lohman
Predicted Path:   Flicka --[written_by]--> Mary O'Hara --[(INV) written_by]--> Flicka --[starred_actors]--> Alison Lohman
Path (Raw):       Flicka --[written_by]--> Mary O'Hara --[(INV) written_by]--> Flicka --[starred_actors]--> Alison Lohman
Neg LogProb(↓):   0.821337
Path Entropy(↓):  1.104551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie the friends of eddie coyle
Start Entity:     The Friends of Eddie Coyle
Gold Answer:      [['1980', '1970', '1946', '1954', '2006', '1979', '1974', '1984', '1968', '1957', '1951', '1982', '1973', '1947', '1994', '1956', '1995', '1976', '1948', '1972', '1990', '1989', '1996', '1981', '1961', '1955', '1962', '1978', '1964', '1997', '1949', '1975', '1966', '1950', '1960', '1952', '1991', '1969', '1928', '1958']]
Predicted Ans:    1947
Predicted Path:   The Friends of Eddie Coyle --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Crossfire --[release_year]--> 1947
Path (Raw):       The Friends of Eddie Coyle --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Crossfire --[release_year]--> 1947
Neg LogProb(↓):   1.313203
Path Entropy(↓):  1.926125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by kevin brownlow
Start Entity:     Kevin Brownlow
Gold Answer:      [['Andrew Mollo']]
Predicted Ans:    Kevin Brownlow
Predicted Path:   Kevin Brownlow --[(INV) directed_by]--> It Happened Here --[directed_by]--> Kevin Brownlow
Path (Raw):       Kevin Brownlow --[No Operation]--> Kevin Brownlow --[(INV) directed_by]--> It Happened Here --[directed_by]--> Kevin Brownlow
Neg LogProb(↓):   0.053459
Path Entropy(↓):  0.230013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie executive protection released
Start Entity:     Executive Protection
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Executive Protection --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Path (Raw):       Executive Protection --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Neg LogProb(↓):   3.361814
Path Entropy(↓):  4.784616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie macabre
Start Entity:     Macabre
Gold Answer:      [['Edgar G. Ulmer', 'David Butler', 'Michael Gordon', 'Clint Eastwood']]
Predicted Ans:    William Castle
Predicted Path:   Macabre --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[directed_by]--> William Castle
Path (Raw):       Macabre --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[directed_by]--> William Castle
Neg LogProb(↓):   0.098294
Path Entropy(↓):  0.354863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of kate lanier written films
Start Entity:     Kate Lanier
Gold Answer:      [['1996', '1993']]
Predicted Ans:    1996
Predicted Path:   Kate Lanier --[(INV) written_by]--> Set It Off --[release_year]--> 1996
Path (Raw):       Kate Lanier --[No Operation]--> Kate Lanier --[(INV) written_by]--> Set It Off --[release_year]--> 1996
Neg LogProb(↓):   0.205470
Path Entropy(↓):  0.480067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor matt price acted together with who
Start Entity:     Matt Price
Gold Answer:      [['Annabelle Gurwitch', 'Stephanie Courtney', 'Michael Blieden']]
Predicted Ans:    Matt Price
Predicted Path:   Matt Price --[(INV) starred_actors]--> Melvin Goes to Dinner --[starred_actors]--> Matt Price
Path (Raw):       Matt Price --[No Operation]--> Matt Price --[(INV) starred_actors]--> Melvin Goes to Dinner --[starred_actors]--> Matt Price
Neg LogProb(↓):   0.029704
Path Entropy(↓):  0.137697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the film gypsy
Start Entity:     Gypsy
Gold Answer:      [['Emile Ardolino']]
Predicted Ans:    Emile Ardolino
Predicted Path:   Gypsy --[directed_by]--> Emile Ardolino --[(INV) directed_by]--> Chances Are --[directed_by]--> Emile Ardolino
Path (Raw):       Gypsy --[directed_by]--> Emile Ardolino --[(INV) directed_by]--> Chances Are --[directed_by]--> Emile Ardolino
Neg LogProb(↓):   0.157319
Path Entropy(↓):  0.457699
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie all this, and heaven too
Start Entity:     All This, and Heaven Too
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   All This, and Heaven Too --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Path (Raw):       All This, and Heaven Too --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Neg LogProb(↓):   2.026144
Path Entropy(↓):  3.409298
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by stephen'sugar'segerman
Start Entity:     Stephen 'Sugar' Segerman
Gold Answer:      [['Malik Bendjelloul']]
Predicted Ans:    Malik Bendjelloul
Predicted Path:   Stephen 'Sugar' Segerman --[(INV) starred_actors]--> Searching for Sugar Man --[directed_by]--> Malik Bendjelloul
Path (Raw):       Stephen 'Sugar' Segerman --[No Operation]--> Stephen 'Sugar' Segerman --[(INV) starred_actors]--> Searching for Sugar Man --[directed_by]--> Malik Bendjelloul
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film stromboli were in which genres
Start Entity:     Stromboli
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Stromboli --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Paisan --[has_genre]--> Drama
Path (Raw):       Stromboli --[directed_by]--> Roberto Rossellini --[(INV) directed_by]--> Paisan --[has_genre]--> Drama
Neg LogProb(↓):   0.275844
Path Entropy(↓):  0.651920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did thomas mann act in
Start Entity:     Thomas Mann
Gold Answer:      [['Project X']]
Predicted Ans:    Project X
Predicted Path:   Thomas Mann --[(INV) starred_actors]--> Project X --[starred_actors]--> Oliver Cooper --[(INV) starred_actors]--> Project X
Path (Raw):       Thomas Mann --[(INV) starred_actors]--> Project X --[starred_actors]--> Oliver Cooper --[(INV) starred_actors]--> Project X
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie ride beyond vengeance
Start Entity:     Ride Beyond Vengeance
Gold Answer:      [['Bernard McEveety']]
Predicted Ans:    Bernard McEveety
Predicted Path:   Ride Beyond Vengeance --[directed_by]--> Bernard McEveety --[(INV) directed_by]--> One Little Indian --[directed_by]--> Bernard McEveety
Path (Raw):       Ride Beyond Vengeance --[directed_by]--> Bernard McEveety --[(INV) directed_by]--> One Little Indian --[directed_by]--> Bernard McEveety
Neg LogProb(↓):   0.041081
Path Entropy(↓):  0.168739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Radioactive dreams, when was it released
Start Entity:     Radioactive Dreams
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Radioactive Dreams --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Path (Raw):       Radioactive Dreams --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Neg LogProb(↓):   3.092905
Path Entropy(↓):  4.277001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of kansas city
Start Entity:     Kansas City
Gold Answer:      [['Secret Honor', 'The Long Goodbye', 'Short Cuts', 'MASH', 'Quintet', 'Countdown', 'The Gingerbread Man', 'Beyond Therapy', 'Nashville', 'Fool for Love', 'The James Dean Story', 'O.C. and Stiggs', 'A Perfect Couple', 'A Prairie Home Companion', 'Popeye', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'That Cold Day in the Park', 'The Company', 'Gosford Park', 'Images', 'Streamers', '3 Women', 'The Player', 'Thieves Like Us', 'California Split', "Cookie's Fortune", 'Brewster McCloud', 'A Wedding']]
Predicted Ans:    Gosford Park
Predicted Path:   Kansas City --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park
Path (Raw):       Kansas City --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[No Operation]--> Gosford Park
Neg LogProb(↓):   0.686145
Path Entropy(↓):  1.381607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor ben davies is a co - star of who
Start Entity:     Ben Davies
Gold Answer:      [['Alex Kendrick', 'Kevin Downes']]
Predicted Ans:    Ben Davies
Predicted Path:   Ben Davies --[(INV) starred_actors]--> Courageous --[starred_actors]--> Ben Davies
Path (Raw):       Ben Davies --[No Operation]--> Ben Davies --[(INV) starred_actors]--> Courageous --[starred_actors]--> Ben Davies
Neg LogProb(↓):   0.012036
Path Entropy(↓):  0.072313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie cimarron
Start Entity:     Cimarron
Gold Answer:      [['W. Somerset Maugham', 'Edmund Goulding', 'John C. Higgins', 'Louis Verneuil', 'Marion Hargrove', 'Benjamin Glazer', 'Cornell Woolrich', 'Thomas T. Flynn', 'Claude Binyon', 'Frank Burt', 'Elisabeth Sanxay Holding', 'George Zuckerman', 'Anthony Mann', 'Ben Barzman', 'Georges Berr', 'Ben Maddow', 'Basilio Franchina', 'Harold Jack Bloom', 'Philip Yordan', 'Van Van Praag', 'Will C. Brown', 'Sam Rolfe', 'Dalton Trumbo', 'Mae West', 'Borden Chase', 'Robert L. Richards', 'Fredric M. Frank', 'Reginald Rose', 'Erskine Caldwell']]
Predicted Ans:    Borden Chase
Predicted Path:   Cimarron --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[written_by]--> Borden Chase
Path (Raw):       Cimarron --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[written_by]--> Borden Chase
Neg LogProb(↓):   0.718315
Path Entropy(↓):  1.958384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by hans szekely were released in which years
Start Entity:     Hans Székely
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   Hans Székely --[(INV) written_by]--> Desire --[release_year]--> 1936
Path (Raw):       Hans Székely --[No Operation]--> Hans Székely --[(INV) written_by]--> Desire --[release_year]--> 1936
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the medallion
Start Entity:     The Medallion
Gold Answer:      [['French', 'Cantonese', 'English', 'Turkish', 'Mandarin', 'Chinese', 'Japanese', 'Korean', 'German']]
Predicted Ans:    Cantonese
Predicted Path:   The Medallion --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Path (Raw):       The Medallion --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Neg LogProb(↓):   0.648692
Path Entropy(↓):  1.312662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by vin diesel
Start Entity:     Vin Diesel
Gold Answer:      [['Sidney Lumet', 'Mathieu Kassovitz', 'James Gunn', 'Rob Cohen', 'Adam Shankman', 'Justin Lin', 'John Ireland', 'Brad Bird', 'F. Gary Gray', 'David Twohy', 'Ben Younger']]
Predicted Ans:    David Twohy
Predicted Path:   Vin Diesel --[(INV) starred_actors]--> Riddick --[directed_by]--> David Twohy
Path (Raw):       Vin Diesel --[No Operation]--> Vin Diesel --[(INV) starred_actors]--> Riddick --[directed_by]--> David Twohy
Neg LogProb(↓):   0.714217
Path Entropy(↓):  1.256868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of georgie henley acted films
Start Entity:     Georgie Henley
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Georgie Henley --[(INV) starred_actors]--> Perfect Sisters --[release_year]--> 2014
Path (Raw):       Georgie Henley --[No Operation]--> Georgie Henley --[(INV) starred_actors]--> Perfect Sisters --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was claire tomalin the writer of
Start Entity:     Claire Tomalin
Gold Answer:      [['The Invisible Woman']]
Predicted Ans:    The Invisible Woman
Predicted Path:   Claire Tomalin --[(INV) written_by]--> The Invisible Woman --[written_by]--> Claire Tomalin --[(INV) written_by]--> The Invisible Woman
Path (Raw):       Claire Tomalin --[(INV) written_by]--> The Invisible Woman --[written_by]--> Claire Tomalin --[(INV) written_by]--> The Invisible Woman
Neg LogProb(↓):   0.395313
Path Entropy(↓):  0.631813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by zhang fan
Start Entity:     Zhang Fan
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Zhang Fan --[(INV) starred_actors]--> Sunflower --[in_language]--> Italian
Path (Raw):       Zhang Fan --[No Operation]--> Zhang Fan --[(INV) starred_actors]--> Sunflower --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by alberto cavalcanti fall under
Start Entity:     Alberto Cavalcanti
Gold Answer:      [['Horror', 'War']]
Predicted Ans:    Horror
Predicted Path:   Alberto Cavalcanti --[(INV) directed_by]--> Dead of Night --[has_genre]--> Horror
Path (Raw):       Alberto Cavalcanti --[No Operation]--> Alberto Cavalcanti --[(INV) directed_by]--> Dead of Night --[has_genre]--> Horror
Neg LogProb(↓):   0.351774
Path Entropy(↓):  0.607965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of 35 shots of rum
Start Entity:     35 Shots of Rum
Gold Answer:      [['Giulia Boschi', 'Béatrice Dalle', 'Alex Descas', 'Tricia Vessey', 'Isabelle Huppert', 'François Cluzet', 'Isaach De Bankolé', 'William Shatner', 'Vincent Gallo']]
Predicted Ans:    François Cluzet
Predicted Path:   35 Shots of Rum --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat --[starred_actors]--> François Cluzet
Path (Raw):       35 Shots of Rum --[directed_by]--> Claire Denis --[(INV) directed_by]--> Chocolat --[starred_actors]--> François Cluzet
Neg LogProb(↓):   0.477615
Path Entropy(↓):  0.827051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the goodbye uncle tom director
Start Entity:     Goodbye Uncle Tom
Gold Answer:      [['Paolo Cavara', 'Gualtiero Jacopetti']]
Predicted Ans:    Franco Prosperi
Predicted Path:   Goodbye Uncle Tom --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Goodbye Uncle Tom --[written_by]--> Franco Prosperi
Path (Raw):       Goodbye Uncle Tom --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Goodbye Uncle Tom --[written_by]--> Franco Prosperi
Neg LogProb(↓):   0.013773
Path Entropy(↓):  0.080804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films directed by david grieco in
Start Entity:     David Grieco
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   David Grieco --[(INV) directed_by]--> Evilenko --[in_language]--> English
Path (Raw):       David Grieco --[No Operation]--> David Grieco --[(INV) directed_by]--> Evilenko --[in_language]--> English
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by jorge luis borges
Start Entity:     Jorge Luis Borges
Gold Answer:      [["The Spider's Stratagem"]]
Predicted Ans:    Me and You
Predicted Path:   Jorge Luis Borges --[(INV) written_by]--> The Spider's Stratagem --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You
Path (Raw):       Jorge Luis Borges --[(INV) written_by]--> The Spider's Stratagem --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You
Neg LogProb(↓):   0.126166
Path Entropy(↓):  0.580527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of the exterminator
Start Entity:     The Exterminator
Gold Answer:      [['Warrior of the Lost World']]
Predicted Ans:    The Exterminator
Predicted Path:   The Exterminator --[starred_actors]--> Robert Ginty --[(INV) starred_actors]--> The Exterminator
Path (Raw):       The Exterminator --[starred_actors]--> Robert Ginty --[No Operation]--> Robert Ginty --[(INV) starred_actors]--> The Exterminator
Neg LogProb(↓):   0.242799
Path Entropy(↓):  0.567807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by kristine johnson in
Start Entity:     Kristine Johnson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kristine Johnson --[(INV) written_by]--> I Am Sam --[has_genre]--> Drama
Path (Raw):       Kristine Johnson --[No Operation]--> Kristine Johnson --[(INV) written_by]--> I Am Sam --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does elisabetta pozzi appear in
Start Entity:     Elisabetta Pozzi
Gold Answer:      [["Maledetto il giorno che t'ho incontrato"]]
Predicted Ans:    Maledetto il giorno che t'ho incontrato
Predicted Path:   Elisabetta Pozzi --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[starred_actors]--> Elisabetta Pozzi --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato
Path (Raw):       Elisabetta Pozzi --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[starred_actors]--> Elisabetta Pozzi --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato
Neg LogProb(↓):   0.001246
Path Entropy(↓):  0.009574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did anubhav sinha direct
Start Entity:     Anubhav Sinha
Gold Answer:      [['Ra.One']]
Predicted Ans:    Ra.One
Predicted Path:   Anubhav Sinha --[(INV) directed_by]--> Ra.One --[directed_by]--> Anubhav Sinha --[(INV) directed_by]--> Ra.One
Path (Raw):       Anubhav Sinha --[(INV) directed_by]--> Ra.One --[directed_by]--> Anubhav Sinha --[(INV) directed_by]--> Ra.One
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor adrian rawlins is a co - star of who
Start Entity:     Adrian Rawlins
Gold Answer:      [['Bernard Hepton', 'Sophie Stuckey', 'David Daker', 'Pauline Moran']]
Predicted Ans:    Pauline Moran
Predicted Path:   Adrian Rawlins --[(INV) starred_actors]--> The Woman in Black --[starred_actors]--> Pauline Moran
Path (Raw):       Adrian Rawlins --[No Operation]--> Adrian Rawlins --[(INV) starred_actors]--> The Woman in Black --[starred_actors]--> Pauline Moran
Neg LogProb(↓):   0.120532
Path Entropy(↓):  0.462033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by jeffrey tambor
Start Entity:     Jeffrey Tambor
Gold Answer:      [['David Mamet', 'Joe Tiboni', 'Thomas McCarthy', 'Kevin Williamson', 'Mel Brooks']]
Predicted Ans:    Mel Brooks
Predicted Path:   Jeffrey Tambor --[(INV) starred_actors]--> Life Stinks --[written_by]--> Mel Brooks
Path (Raw):       Jeffrey Tambor --[No Operation]--> Jeffrey Tambor --[(INV) starred_actors]--> Life Stinks --[written_by]--> Mel Brooks
Neg LogProb(↓):   0.052334
Path Entropy(↓):  0.206970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rob stefaniuk appeared in the same movie with who
Start Entity:     Rob Stefaniuk
Gold Answer:      [['Jessica Paré']]
Predicted Ans:    Jessica Paré
Predicted Path:   Rob Stefaniuk --[(INV) starred_actors]--> Suck --[starred_actors]--> Jessica Paré
Path (Raw):       Rob Stefaniuk --[No Operation]--> Rob Stefaniuk --[(INV) starred_actors]--> Suck --[starred_actors]--> Jessica Paré
Neg LogProb(↓):   0.000141
Path Entropy(↓):  0.001484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by denise young
Start Entity:     Denise Young
Gold Answer:      [['Glendyn Ivin']]
Predicted Ans:    Glendyn Ivin
Predicted Path:   Denise Young --[(INV) written_by]--> Last Ride --[directed_by]--> Glendyn Ivin
Path (Raw):       Denise Young --[No Operation]--> Denise Young --[(INV) written_by]--> Last Ride --[directed_by]--> Glendyn Ivin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of ed whitmore
Start Entity:     Ed Whitmore
Gold Answer:      [['David Mackenzie', 'Peter Jinks']]
Predicted Ans:    Peter Jinks
Predicted Path:   Ed Whitmore --[(INV) written_by]--> Hallam Foe --[written_by]--> Peter Jinks
Path (Raw):       Ed Whitmore --[No Operation]--> Ed Whitmore --[(INV) written_by]--> Hallam Foe --[written_by]--> Peter Jinks
Neg LogProb(↓):   0.666494
Path Entropy(↓):  0.889188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by will geiger were released in which years
Start Entity:     Will Geiger
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Will Geiger --[(INV) written_by]--> Elvis and Anabelle --[release_year]--> 2007
Path (Raw):       Will Geiger --[No Operation]--> Will Geiger --[(INV) written_by]--> Elvis and Anabelle --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the proud and the beautiful
Start Entity:     The Proud and the Beautiful
Gold Answer:      [["Dédée d'Anvers"]]
Predicted Ans:    Dédée d'Anvers
Predicted Path:   The Proud and the Beautiful --[written_by]--> Yves Allégret --[(INV) written_by]--> Dédée d'Anvers
Path (Raw):       The Proud and the Beautiful --[written_by]--> Yves Allégret --[(INV) written_by]--> Dédée d'Anvers --[No Operation]--> Dédée d'Anvers
Neg LogProb(↓):   0.006380
Path Entropy(↓):  0.045824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie passage to marseille were in which languages
Start Entity:     Passage to Marseille
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Passage to Marseille --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Passage to Marseille --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.980864
Path Entropy(↓):  1.780718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of enid bagnold written films
Start Entity:     Enid Bagnold
Gold Answer:      [['Ronald Neame']]
Predicted Ans:    Ronald Neame
Predicted Path:   Enid Bagnold --[(INV) written_by]--> The Chalk Garden --[directed_by]--> Ronald Neame
Path (Raw):       Enid Bagnold --[No Operation]--> Enid Bagnold --[(INV) written_by]--> The Chalk Garden --[directed_by]--> Ronald Neame
Neg LogProb(↓):   0.013653
Path Entropy(↓):  0.071787
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of emile zola written films
Start Entity:     Émile Zola
Gold Answer:      [['Jean Renoir', 'Charlie Stratton', 'Fritz Lang', 'René Clément', 'Claude Berri']]
Predicted Ans:    Jean Renoir
Predicted Path:   Émile Zola --[(INV) written_by]--> La Bête Humaine --[directed_by]--> Jean Renoir
Path (Raw):       Émile Zola --[No Operation]--> Émile Zola --[(INV) written_by]--> La Bête Humaine --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.000203
Path Entropy(↓):  0.002065
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by michael mazo starred who
Start Entity:     Michael Mazo
Gold Answer:      [['Nastassja Kinski', 'Thomas Ian Griffith', 'Mick Molloy', 'Monica Maughan', 'Frank Wilson', 'Christopher Plummer', 'Bill Hunter']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Michael Mazo --[(INV) directed_by]--> Crackerjack --[starred_actors]--> Christopher Plummer
Path (Raw):       Michael Mazo --[No Operation]--> Michael Mazo --[(INV) directed_by]--> Crackerjack --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.435323
Path Entropy(↓):  1.234502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with final destination fall under
Start Entity:     Final Destination
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Final Destination --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination --[has_genre]--> Horror
Path (Raw):       Final Destination --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination --[has_genre]--> Horror
Neg LogProb(↓):   0.001150
Path Entropy(↓):  0.009251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the tic code director release
Start Entity:     The Tic Code
Gold Answer:      [['2006', '2009', '2010']]
Predicted Ans:    1999
Predicted Path:   The Tic Code --[directed_by]--> Gary Winick --[(INV) directed_by]--> The Tic Code --[release_year]--> 1999
Path (Raw):       The Tic Code --[directed_by]--> Gary Winick --[(INV) directed_by]--> The Tic Code --[release_year]--> 1999
Neg LogProb(↓):   0.689015
Path Entropy(↓):  1.196268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What topics is cashback about
Start Entity:     Cashback
Gold Answer:      [['short']]
Predicted Ans:    sean ellis
Predicted Path:   Cashback --[has_tags]--> sean ellis --[(INV) has_tags]--> Metro Manila --[has_tags]--> sean ellis
Path (Raw):       Cashback --[has_tags]--> sean ellis --[(INV) has_tags]--> Metro Manila --[has_tags]--> sean ellis
Neg LogProb(↓):   0.045441
Path Entropy(↓):  0.212606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie the final season
Start Entity:     The Final Season
Gold Answer:      [['1995', '1997', '2008', '1992', '1989', '1993', '1991', '2004', '1994', '2014', '1981', '1987', '1984']]
Predicted Ans:    2004
Predicted Path:   The Final Season --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       The Final Season --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   0.678395
Path Entropy(↓):  1.446753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by ted tally
Start Entity:     Ted Tally
Gold Answer:      [['Brett Ratner', 'Luis Mandoki']]
Predicted Ans:    Luis Mandoki
Predicted Path:   Ted Tally --[(INV) written_by]--> White Palace --[directed_by]--> Luis Mandoki
Path (Raw):       Ted Tally --[No Operation]--> Ted Tally --[(INV) written_by]--> White Palace --[directed_by]--> Luis Mandoki
Neg LogProb(↓):   0.002245
Path Entropy(↓):  0.015925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of play the game
Start Entity:     Play the Game
Gold Answer:      [['Angel in My Pocket', 'Third World Cop', 'A Face in the Crowd', 'Shottas', 'The Honeymoon Killers', 'Onionhead', 'The Second Time Around', 'Murder in Coweta County', 'No Time for Sergeants', 'Another Harvest Moon', "Rustlers' Rhapsody", 'Whatever It Takes', 'Hearts of the West']]
Predicted Ans:    Rustlers' Rhapsody
Predicted Path:   Play the Game --[starred_actors]--> Andy Griffith --[(INV) starred_actors]--> Rustlers' Rhapsody
Path (Raw):       Play the Game --[starred_actors]--> Andy Griffith --[No Operation]--> Andy Griffith --[(INV) starred_actors]--> Rustlers' Rhapsody
Neg LogProb(↓):   0.041841
Path Entropy(↓):  0.213838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of what's up, tiger lily? were directed by who
Start Entity:     What's Up, Tiger Lily?
Gold Answer:      [['Howard Morris', 'Francis Ford Coppola', 'Herbert Ross', 'Martin Scorsese', 'Marco Martins', 'Woody Allen', 'Penny Panayotopoulou', 'Mickey Rose', 'Michael Ritchie']]
Predicted Ans:    Woody Allen
Predicted Path:   What's Up, Tiger Lily? --[written_by]--> Woody Allen --[(INV) written_by]--> Broadway Danny Rose --[directed_by]--> Woody Allen
Path (Raw):       What's Up, Tiger Lily? --[written_by]--> Woody Allen --[(INV) written_by]--> Broadway Danny Rose --[directed_by]--> Woody Allen
Neg LogProb(↓):   2.264687
Path Entropy(↓):  3.268225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of it came from outer space
Start Entity:     It Came from Outer Space
Gold Answer:      [['Leo G. Carroll', 'Lana Turner', 'Antonio Moreno', 'Bob Hope', 'Jim Hutton', 'Janis Paige', 'Jean Seberg', 'Mara Corday', 'Richard Carlson', 'Tony Randall', 'John Agar', 'Edward G. Robinson', 'Janet Leigh', 'Kathleen Hughes', 'Audie Murphy', 'John Forsythe', 'Randy Stuart', 'Grant Williams', 'Richard Denning', 'Peter Sellers']]
Predicted Ans:    Richard Carlson
Predicted Path:   It Came from Outer Space --[directed_by]--> Jack Arnold --[(INV) directed_by]--> It Came from Outer Space --[starred_actors]--> Richard Carlson
Path (Raw):       It Came from Outer Space --[directed_by]--> Jack Arnold --[(INV) directed_by]--> It Came from Outer Space --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.374579
Path Entropy(↓):  1.142489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did hope lange star in
Start Entity:     Hope Lange
Gold Answer:      [['Wild in the Country', 'The Best of Everything']]
Predicted Ans:    Wild in the Country
Predicted Path:   Hope Lange --[(INV) starred_actors]--> Wild in the Country --[starred_actors]--> Hope Lange --[(INV) starred_actors]--> Wild in the Country
Path (Raw):       Hope Lange --[(INV) starred_actors]--> Wild in the Country --[starred_actors]--> Hope Lange --[(INV) starred_actors]--> Wild in the Country
Neg LogProb(↓):   0.848325
Path Entropy(↓):  1.499787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by psychological thriller
Start Entity:     psychological thriller
Gold Answer:      [['Stoker', 'What Ever Happened to Baby Jane?', 'Black Swan', 'Cape Fear', 'Suspicion', 'Shutter Island', 'Marnie']]
Predicted Ans:    Marnie
Predicted Path:   psychological thriller --[(INV) has_tags]--> Marnie --[has_tags]--> sean connery --[(INV) has_tags]--> Marnie
Path (Raw):       psychological thriller --[(INV) has_tags]--> Marnie --[has_tags]--> sean connery --[(INV) has_tags]--> Marnie
Neg LogProb(↓):   1.204079
Path Entropy(↓):  1.984148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was oren moverman a writer on
Start Entity:     Oren Moverman
Gold Answer:      [["Jesus' Son", 'Rampart', 'Married Life', 'The Messenger']]
Predicted Ans:    The Messenger
Predicted Path:   Oren Moverman --[(INV) written_by]--> The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger
Path (Raw):       Oren Moverman --[(INV) written_by]--> The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger
Neg LogProb(↓):   0.068007
Path Entropy(↓):  0.287750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie across 110th street, when was it released
Start Entity:     Across 110th Street
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Across 110th Street --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Path (Raw):       Across 110th Street --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Neg LogProb(↓):   2.175667
Path Entropy(↓):  3.509063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie my geisha
Start Entity:     My Geisha
Gold Answer:      [['Thornton Wilder', 'Seton I. Miller', 'Jeanie Macpherson', 'Cornell Woolrich', 'Larry McMurtry', 'Robert N. Lee', 'Jorge Semprún', 'Richard Linklater', 'Jerzy Kosinski', 'Arnold Schulman', 'Robert Harling', 'Samuel A. Taylor', 'Nunnally Johnson', 'Skip Hollandsworth', 'James M. Cain', 'Carrie Fisher', 'Leonard Kantor', 'Steve Conrad', 'Richard Connell', 'Earl Baldwin', 'W.R. Burnett', 'Albert Camus', 'Jonathan Latimer', 'Robert Lord', 'Alexandre Breffort', 'Claude Sautet', 'James Jones', 'Abe Burrows', 'Byron Morgan', 'Louis Weitzenkorn', 'Billy Wilder', 'James L. Brooks', 'Albert Dupontel', 'Ramona Stewart', 'Sydney Boehm', 'Georges Arnaud', 'Hal Kanter', 'Robert Rossen', 'John Michael Hayes', 'Marcel Pagnol', 'Max Catto', 'Richard Brooks', 'Jack Davies', 'Sidney Carroll', 'James Lee', 'Donald Hamilton', 'Jack London', 'Bert Granet', 'Howard Lindsay', 'Neil Simon', 'Jo Swerling', 'William Bowers', 'Charles Lederer', 'William Gibson', 'Irving Wallace', 'Maxwell Anderson', 'Dorothy Kingsley', 'Damon Runyon', 'Lucien Hubbard', 'Joseph Jackson', 'Victor Trivas', 'Luchino Visconti', 'Hugh Wilson', 'Ted Griffin', 'Heinz Herald', 'Norman Burnstine', 'Lillian Hellman', 'Robert Riskin', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Raymond Chandler', 'Arthur Laurents', 'Leon G. Turrou', 'John Huston', 'John Wexley', 'Barré Lyndon', 'Georges de La Fouchardière', 'Gilles Mimouni', 'Ernest Lehman', 'Ethan Coen', 'Irwin Shaw', 'Françoise Sagan', 'Artur London', 'Jerome Weidman', 'John Godey', 'AJ Carothers', 'David Belasco', 'Achmed Abdullah', 'Dalton Trumbo', 'Francis Edward Faragoh', 'Claude Berri', 'Alvin Sargent', 'Sol Yurick', 'Norman Krasna']]
Predicted Ans:    Marcel Pagnol
Predicted Path:   My Geisha --[starred_actors]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette --[written_by]--> Marcel Pagnol
Path (Raw):       My Geisha --[starred_actors]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette --[written_by]--> Marcel Pagnol
Neg LogProb(↓):   0.424778
Path Entropy(↓):  0.975625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with patrick hasburgh
Start Entity:     Patrick Hasburgh
Gold Answer:      [['Jonah Hill', 'Michael Bacall', 'Stephen J. Cannell']]
Predicted Ans:    Michael Bacall
Predicted Path:   Patrick Hasburgh --[(INV) written_by]--> 21 Jump Street --[written_by]--> Michael Bacall
Path (Raw):       Patrick Hasburgh --[No Operation]--> Patrick Hasburgh --[(INV) written_by]--> 21 Jump Street --[written_by]--> Michael Bacall
Neg LogProb(↓):   0.050963
Path Entropy(↓):  0.197912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did shawn ku act in
Start Entity:     Shawn Ku
Gold Answer:      [['Samsara']]
Predicted Ans:    Samsara
Predicted Path:   Shawn Ku --[(INV) starred_actors]--> Samsara --[starred_actors]--> Shawn Ku --[(INV) starred_actors]--> Samsara
Path (Raw):       Shawn Ku --[(INV) starred_actors]--> Samsara --[starred_actors]--> Shawn Ku --[(INV) starred_actors]--> Samsara
Neg LogProb(↓):   0.091161
Path Entropy(↓):  0.295846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does annie shizuka inoh act in
Start Entity:     Annie Shizuka Inoh
Gold Answer:      [['Good Men, Good Women']]
Predicted Ans:    Good Men, Good Women
Predicted Path:   Annie Shizuka Inoh --[(INV) starred_actors]--> Good Men, Good Women --[starred_actors]--> Annie Shizuka Inoh --[(INV) starred_actors]--> Good Men, Good Women
Path (Raw):       Annie Shizuka Inoh --[(INV) starred_actors]--> Good Men, Good Women --[starred_actors]--> Annie Shizuka Inoh --[(INV) starred_actors]--> Good Men, Good Women
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer billy hayes
Start Entity:     Billy Hayes
Gold Answer:      [['Brad Davis', 'Paolo Bonacelli', 'Irene Miracle', 'Bo Hopkins']]
Predicted Ans:    Brad Davis
Predicted Path:   Billy Hayes --[(INV) written_by]--> Midnight Express --[starred_actors]--> Brad Davis
Path (Raw):       Billy Hayes --[No Operation]--> Billy Hayes --[(INV) written_by]--> Midnight Express --[starred_actors]--> Brad Davis
Neg LogProb(↓):   0.258190
Path Entropy(↓):  0.538532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by christopher mcquarrie
Start Entity:     Christopher McQuarrie
Gold Answer:      [['Stanley Tucci', 'Stephen Baldwin', 'Juliette Lewis', 'Gabriel Byrne', 'Tom Cruise', 'Kevin Pollak', 'Taye Diggs', 'Benicio Del Toro', 'Ryan Phillippe', 'Eleanor Tomlinson', 'Ewan McGregor', 'Nicholas Hoult']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Christopher McQuarrie --[(INV) written_by]--> Jack the Giant Slayer --[starred_actors]--> Ewan McGregor
Path (Raw):       Christopher McQuarrie --[No Operation]--> Christopher McQuarrie --[(INV) written_by]--> Jack the Giant Slayer --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.499336
Path Entropy(↓):  0.981657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was helen hunt the director for
Start Entity:     Helen Hunt
Gold Answer:      [['Then She Found Me']]
Predicted Ans:    Then She Found Me
Predicted Path:   Helen Hunt --[(INV) directed_by]--> Then She Found Me --[directed_by]--> Helen Hunt --[(INV) directed_by]--> Then She Found Me
Path (Raw):       Helen Hunt --[(INV) directed_by]--> Then She Found Me --[directed_by]--> Helen Hunt --[(INV) directed_by]--> Then She Found Me
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of tadpole
Start Entity:     Tadpole
Gold Answer:      [['2004']]
Predicted Ans:    Comedy
Predicted Path:   Tadpole --[written_by]--> Gary Winick --[(INV) written_by]--> Tadpole --[has_genre]--> Comedy
Path (Raw):       Tadpole --[written_by]--> Gary Winick --[(INV) written_by]--> Tadpole --[has_genre]--> Comedy
Neg LogProb(↓):   0.320179
Path Entropy(↓):  0.691169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of appointment with death
Start Entity:     Appointment with Death
Gold Answer:      [['1963', '1978', '1964', '1946', '2007', '1972', '1957', '1973', '2006', '1979', '1945', '1974', '1977']]
Predicted Ans:    1988
Predicted Path:   Appointment with Death --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[release_year]--> 1988
Path (Raw):       Appointment with Death --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[release_year]--> 1988
Neg LogProb(↓):   1.491725
Path Entropy(↓):  1.811931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of ryan's daughter also starred in which movies
Start Entity:     Ryan's Daughter
Gold Answer:      [['I See a Dark Stranger', '11 Harrowhouse', 'Home from the Hill', 'My Forbidden Past', 'Great Expectations', 'Macao', 'Tunes of Glory', "Maria's Lovers", 'That Championship Season', 'The Cockleshell Heroes', 'The Roots of Heaven', 'Green for Danger', 'Foreign Intrigue', 'Secret Ceremony', "The 'Human' Factor", 'The Lusty Men', 'Pursued', 'The Racket', 'Villa Rides', 'Where Danger Lives', 'Anzio', 'The Wrath of God', 'Swiss Family Robinson', 'Morituri', 'Track of the Cat', 'The Good Guys and the Bad Guys', 'Angel Face', 'Blood on the Moon', 'El Dorado', 'Two for the Seesaw', 'The Hunters', 'Ice Cold in Alex', 'The Third Man', 'What a Way to Go!', 'Cape Fear', 'Scott of the Antarctic', 'Father Goose', 'The Friends of Eddie Coyle', 'Sons and Lovers', 'When the Wind Blows', 'Out of the Past', "Hobson's Choice", 'His Kind of Woman', 'Outcast of the Islands', 'The Key', 'Crossfire', 'The Night of the Hunter', 'Fire Down Below', 'The End of the Affair', 'The Last Tycoon', 'The Last Time I Saw Archie', 'The Rocking Horse Winner', "Von Ryan's Express", 'Mr. Denning Drives North', 'Not as a Stranger', 'The Sundowners', 'The Enemy Below', 'The Big Steal', 'The Big Sleep', 'The Night Visitor', 'Holiday Affair', '5 Card Stud', 'Mutiny on the Bounty', 'Wild in the Streets', 'Farewell, My Lovely', 'River of No Return', 'Man with the Gun', 'The Offence', 'Undercurrent', 'The Grass Is Greener']]
Predicted Ans:    El Dorado
Predicted Path:   Ryan's Daughter --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado
Path (Raw):       Ryan's Daughter --[starred_actors]--> Robert Mitchum --[No Operation]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado
Neg LogProb(↓):   1.415496
Path Entropy(↓):  2.561868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter nicholas jarecki co - wrote movies with who
Start Entity:     Nicholas Jarecki
Gold Answer:      [['Bret Easton Ellis']]
Predicted Ans:    Nicholas Jarecki
Predicted Path:   Nicholas Jarecki --[(INV) written_by]--> Arbitrage --[written_by]--> Nicholas Jarecki
Path (Raw):       Nicholas Jarecki --[No Operation]--> Nicholas Jarecki --[(INV) written_by]--> Arbitrage --[written_by]--> Nicholas Jarecki
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same director of flaming star
Start Entity:     Flaming Star
Gold Answer:      [['Invasion of the Body Snatchers', 'Private Hell 36', 'The Beguiled', 'Madigan', 'The Killers', 'The Lineup', "Coogan's Bluff", 'Jinxed!', 'Two Mules for Sister Sara', 'Escape from Alcatraz', 'The Black Windmill', 'The Shootist', 'Hell Is for Heroes', 'Dirty Harry', 'Charley Varrick', 'Telefon', 'The Duel at Silver Creek', 'The Big Steal', 'The Verdict', 'Riot in Cell Block 11']]
Predicted Ans:    The Killers
Predicted Path:   Flaming Star --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers
Path (Raw):       Flaming Star --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[No Operation]--> The Killers
Neg LogProb(↓):   0.499659
Path Entropy(↓):  1.217431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did sandra nettelbeck write
Start Entity:     Sandra Nettelbeck
Gold Answer:      [['Helen', 'No Reservations', 'Mostly Martha']]
Predicted Ans:    Mostly Martha
Predicted Path:   Sandra Nettelbeck --[(INV) written_by]--> Helen --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> Mostly Martha
Path (Raw):       Sandra Nettelbeck --[(INV) written_by]--> Helen --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> Mostly Martha
Neg LogProb(↓):   1.075523
Path Entropy(↓):  1.362677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of nadja
Start Entity:     Nadja
Gold Answer:      [['Richard Attenborough', 'Alan Bates', 'Sam Shepard', 'Diane Venora', 'Patrick Stewart', 'Ethan Hawke', 'Penny Downie', 'Solveig Dommartin', 'Oliver Ford Davies', 'Paul Scofield', 'David Tennant', 'Anthony Hopkins', 'Glenn Close', 'Nicol Williamson', 'Mel Gibson', 'Kyle MacLachlan', 'Judy Parfitt', 'Marianne Faithfull']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   1.055830
Path Entropy(↓):  1.791262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by daniele luchetti
Start Entity:     Daniele Luchetti
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Daniele Luchetti --[(INV) directed_by]--> La nostra vita --[in_language]--> Italian
Path (Raw):       Daniele Luchetti --[No Operation]--> Daniele Luchetti --[(INV) directed_by]--> La nostra vita --[in_language]--> Italian
Neg LogProb(↓):   0.038130
Path Entropy(↓):  0.161692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the icicle thief
Start Entity:     The Icicle Thief
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   The Icicle Thief --[starred_actors]--> Maurizio Nichetti --[(INV) starred_actors]--> Stefano Quantestorie --[release_year]--> 1993
Path (Raw):       The Icicle Thief --[starred_actors]--> Maurizio Nichetti --[(INV) starred_actors]--> Stefano Quantestorie --[release_year]--> 1993
Neg LogProb(↓):   0.081123
Path Entropy(↓):  0.273659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by jim caviezel
Start Entity:     Jim Caviezel
Gold Answer:      [['Omar Naim', 'Roger Christian', 'Simon Brand', 'Kevin Reynolds', 'Terrence Malick', 'Mikael Håfström', 'Robert Vernay', 'Rowland V. Lee', 'Gregory Hoblit', 'Mel Gibson', 'Robert Harmon', 'Luis Mandoki']]
Predicted Ans:    Gregory Hoblit
Predicted Path:   Jim Caviezel --[(INV) starred_actors]--> Frequency --[directed_by]--> Gregory Hoblit
Path (Raw):       Jim Caviezel --[No Operation]--> Jim Caviezel --[(INV) starred_actors]--> Frequency --[directed_by]--> Gregory Hoblit
Neg LogProb(↓):   0.067570
Path Entropy(↓):  0.307362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of keenen ivory wayans written films
Start Entity:     Keenen Ivory Wayans
Gold Answer:      [['1988', '1994', '1997', '2004']]
Predicted Ans:    2004
Predicted Path:   Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[release_year]--> 2004
Path (Raw):       Keenen Ivory Wayans --[No Operation]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[release_year]--> 2004
Neg LogProb(↓):   0.027588
Path Entropy(↓):  0.144582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of mandingo
Start Entity:     Mandingo
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mandingo --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Path (Raw):       Mandingo --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Neg LogProb(↓):   0.874977
Path Entropy(↓):  1.501562
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of suzanna hamilton starred movies
Start Entity:     Suzanna Hamilton
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Suzanna Hamilton --[(INV) starred_actors]--> Nineteen Eighty-Four --[release_year]--> 1984
Path (Raw):       Suzanna Hamilton --[No Operation]--> Suzanna Hamilton --[(INV) starred_actors]--> Nineteen Eighty-Four --[release_year]--> 1984
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of a dog of flanders
Start Entity:     A Dog of Flanders
Gold Answer:      [['Kevin Brodie', 'Robert Singer', 'Ouida']]
Predicted Ans:    Robert Singer
Predicted Path:   A Dog of Flanders --[written_by]--> Robert Singer --[(INV) written_by]--> A Dog of Flanders --[written_by]--> Robert Singer
Path (Raw):       A Dog of Flanders --[written_by]--> Robert Singer --[(INV) written_by]--> A Dog of Flanders --[written_by]--> Robert Singer
Neg LogProb(↓):   0.000868
Path Entropy(↓):  0.008036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a beautiful mind also wrote which films
Start Entity:     A Beautiful Mind
Gold Answer:      [['I, Robot', "Winter's Tale", 'The Da Vinci Code']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   A Beautiful Mind --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code
Path (Raw):       A Beautiful Mind --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[No Operation]--> The Da Vinci Code
Neg LogProb(↓):   0.009277
Path Entropy(↓):  0.057973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film story of a love affair starred which actors
Start Entity:     Story of a Love Affair
Gold Answer:      [['Ferdinando Sarmi', 'Massimo Girotti']]
Predicted Ans:    Massimo Girotti
Predicted Path:   Story of a Love Affair --[starred_actors]--> Massimo Girotti --[(INV) starred_actors]--> Story of a Love Affair --[starred_actors]--> Massimo Girotti
Path (Raw):       Story of a Love Affair --[starred_actors]--> Massimo Girotti --[(INV) starred_actors]--> Story of a Love Affair --[starred_actors]--> Massimo Girotti
Neg LogProb(↓):   0.045123
Path Entropy(↓):  0.239251
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the diary of a teenage girl
Start Entity:     The Diary of a Teenage Girl
Gold Answer:      [['Battleship', 'The East', 'Extract', 'Melancholia', 'The Skeleton Twins', '42', 'Despicable Me 2', 'Bridesmaids', 'MacGruber', 'Trust Me', 'Girl Most Likely', 'The Giver', 'Kill Your Darlings', 'Revenge for Jolly!', 'What Maisie Knew']]
Predicted Ans:    The East
Predicted Path:   The Diary of a Teenage Girl --[starred_actors]--> Alexander Skarsgård --[(INV) starred_actors]--> The East
Path (Raw):       The Diary of a Teenage Girl --[starred_actors]--> Alexander Skarsgård --[No Operation]--> Alexander Skarsgård --[(INV) starred_actors]--> The East
Neg LogProb(↓):   0.134478
Path Entropy(↓):  0.512440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of dan hedaya
Start Entity:     Dan Hedaya
Gold Answer:      [['Burt Reynolds', 'Seymour Cassel', 'Michelle Williams', 'Amy Brenneman', 'Richard Dreyfuss', 'Viggo Mortensen', 'Sylvester Stallone', 'Kirsten Dunst']]
Predicted Ans:    Michelle Williams
Predicted Path:   Dan Hedaya --[(INV) starred_actors]--> Dick --[starred_actors]--> Michelle Williams
Path (Raw):       Dan Hedaya --[No Operation]--> Dan Hedaya --[(INV) starred_actors]--> Dick --[starred_actors]--> Michelle Williams
Neg LogProb(↓):   0.068018
Path Entropy(↓):  0.255507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Mick davis directed which movies
Start Entity:     Mick Davis
Gold Answer:      [['The Match']]
Predicted Ans:    The Match
Predicted Path:   Mick Davis --[(INV) directed_by]--> The Match --[directed_by]--> Mick Davis --[(INV) directed_by]--> The Match
Path (Raw):       Mick Davis --[(INV) directed_by]--> The Match --[directed_by]--> Mick Davis --[(INV) directed_by]--> The Match
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of de dana dan also directed which films
Start Entity:     De Dana Dan
Gold Answer:      [['Aakrosh', 'Billu']]
Predicted Ans:    Billu
Predicted Path:   De Dana Dan --[directed_by]--> Priyadarshan --[(INV) directed_by]--> Billu
Path (Raw):       De Dana Dan --[directed_by]--> Priyadarshan --[(INV) directed_by]--> Billu --[No Operation]--> Billu
Neg LogProb(↓):   0.185094
Path Entropy(↓):  0.531705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of made in heaven
Start Entity:     Made in Heaven
Gold Answer:      [['Bruce Willis', 'Lesley Ann Warren', 'Jennifer Jason Leigh', 'Geraldine Chaplin', 'Anne Archer', 'Anthony Perkins', 'Lara Flynn Boyle', 'Nick Nolte', 'Demi Moore', 'Meat Loaf', 'Eric Roberts', 'Rip Torn', 'Frank Bonner', 'Barbara Hewitt', 'Edward Connell', 'Tom Berenger', 'Arnold Vosloo', 'Emily Watson', 'Kris Kristofferson', 'Elizabeth Perkins', 'Lori Singer', 'Jonny Lee Miller', 'Linda Fiorentino', 'Melinda Dillon', 'Fred Ward', 'Matthew Modine', 'Julie Christie', 'Keith Carradine', 'Willie Nelson', 'Glenne Headly', 'Geneviève Bujold']]
Predicted Ans:    Keith Carradine
Predicted Path:   Made in Heaven --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Path (Raw):       Made in Heaven --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.049497
Path Entropy(↓):  0.213262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of twixt
Start Entity:     Twixt
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Twixt --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Path (Raw):       Twixt --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.269070
Path Entropy(↓):  0.740645
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by kevin brodbin were in which genres
Start Entity:     Kevin Brodbin
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Kevin Brodbin --[(INV) written_by]--> Mindhunters --[has_genre]--> Thriller
Path (Raw):       Kevin Brodbin --[No Operation]--> Kevin Brodbin --[(INV) written_by]--> Mindhunters --[has_genre]--> Thriller
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote moby dick
Start Entity:     Moby Dick
Gold Answer:      [['1970', '1946', '1993', '1941', '1998', '1939', '1957', '1951', '1953', '1931', '1983', '1948', '2001', '1940', '1938', '2011', '1962', '1988', '1964', '1975', '1966', '1950', '2005', '1999', '1969', '1952']]
Predicted Ans:    1999
Predicted Path:   Moby Dick --[written_by]--> Herman Melville --[(INV) written_by]--> Pola X --[release_year]--> 1999
Path (Raw):       Moby Dick --[written_by]--> Herman Melville --[(INV) written_by]--> Pola X --[release_year]--> 1999
Neg LogProb(↓):   0.543860
Path Entropy(↓):  1.129800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote taking off
Start Entity:     Taking Off
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Taking Off --[written_by]--> John Guare --[(INV) written_by]--> Atlantic City --[in_language]--> French
Path (Raw):       Taking Off --[written_by]--> John Guare --[(INV) written_by]--> Atlantic City --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote jack frost
Start Entity:     Jack Frost
Gold Answer:      [['Ray Liotta', 'John Cusack', 'Amanda Peet']]
Predicted Ans:    Ray Liotta
Predicted Path:   Jack Frost --[written_by]--> Michael Cooney --[(INV) written_by]--> Identity --[starred_actors]--> Ray Liotta
Path (Raw):       Jack Frost --[written_by]--> Michael Cooney --[(INV) written_by]--> Identity --[starred_actors]--> Ray Liotta
Neg LogProb(↓):   0.012107
Path Entropy(↓):  0.065314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in convict 13
Start Entity:     Convict 13
Gold Answer:      [['Burt Shevelove', 'Melvin Frank', 'Larry Gelbart', 'Buster Keaton', 'Edward F. Cline', 'Al Boasberg', 'Charles Henry Smith', 'Clyde Bruckman', 'Roi Cooper Megrue', 'John Boorman', 'Thomas Berger', 'Michael Pertwee']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Convict 13 --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       Convict 13 --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   1.122258
Path Entropy(↓):  2.194573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the exorcist iii is also the director of which films
Start Entity:     The Exorcist III
Gold Answer:      [['The Ninth Configuration']]
Predicted Ans:    The Exorcist III
Predicted Path:   The Exorcist III --[directed_by]--> William Peter Blatty --[(INV) directed_by]--> The Exorcist III
Path (Raw):       The Exorcist III --[directed_by]--> William Peter Blatty --[(INV) directed_by]--> The Exorcist III --[No Operation]--> The Exorcist III
Neg LogProb(↓):   0.580546
Path Entropy(↓):  0.686121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie days and clouds were released in which years
Start Entity:     Days and Clouds
Gold Answer:      [['2000', '2010', '2004']]
Predicted Ans:    2000
Predicted Path:   Days and Clouds --[directed_by]--> Silvio Soldini --[(INV) directed_by]--> Bread and Tulips --[release_year]--> 2000
Path (Raw):       Days and Clouds --[directed_by]--> Silvio Soldini --[(INV) directed_by]--> Bread and Tulips --[release_year]--> 2000
Neg LogProb(↓):   0.418530
Path Entropy(↓):  0.928773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie gettysburg
Start Entity:     Gettysburg
Gold Answer:      [['Martin Sheen', 'Richard Jordan', 'Tom Berenger']]
Predicted Ans:    Tom Berenger
Predicted Path:   Gettysburg --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Gettysburg --[starred_actors]--> Tom Berenger
Path (Raw):       Gettysburg --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Gettysburg --[starred_actors]--> Tom Berenger
Neg LogProb(↓):   0.398820
Path Entropy(↓):  0.818657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did koji suzuki write the story for
Start Entity:     Kôji Suzuki
Gold Answer:      [['The Ring']]
Predicted Ans:    The Ring
Predicted Path:   Kôji Suzuki --[(INV) written_by]--> The Ring --[written_by]--> Kôji Suzuki --[(INV) written_by]--> The Ring
Path (Raw):       Kôji Suzuki --[(INV) written_by]--> The Ring --[written_by]--> Kôji Suzuki --[(INV) written_by]--> The Ring
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the stranger
Start Entity:     The Stranger
Gold Answer:      [['Family', 'Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Stranger --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Jane Eyre --[has_genre]--> Drama
Path (Raw):       The Stranger --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Jane Eyre --[has_genre]--> Drama
Neg LogProb(↓):   1.068266
Path Entropy(↓):  1.764971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of kate del castillo
Start Entity:     Kate del Castillo
Gold Answer:      [['Eugenio Derbez', 'Idris Elba', 'Doug Hutchison', 'Stellan Skarsgård', 'Milla Jovovich', 'Samuel L. Jackson', 'Taraji P. Henson']]
Predicted Ans:    Kate del Castillo
Predicted Path:   Kate del Castillo --[(INV) starred_actors]--> No Good Deed --[starred_actors]--> Kate del Castillo
Path (Raw):       Kate del Castillo --[No Operation]--> Kate del Castillo --[(INV) starred_actors]--> No Good Deed --[starred_actors]--> Kate del Castillo
Neg LogProb(↓):   0.593902
Path Entropy(↓):  1.550519
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of silent night, deadly night
Start Entity:     Silent Night, Deadly Night
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Silent Night, Deadly Night --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Silent Night, Deadly Night --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   2.145293
Path Entropy(↓):  3.352201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director gia coppola
Start Entity:     Gia Coppola
Gold Answer:      [['Jack Kilmer', 'Emma Roberts']]
Predicted Ans:    Emma Roberts
Predicted Path:   Gia Coppola --[(INV) directed_by]--> Palo Alto --[starred_actors]--> Emma Roberts
Path (Raw):       Gia Coppola --[No Operation]--> Gia Coppola --[(INV) directed_by]--> Palo Alto --[starred_actors]--> Emma Roberts
Neg LogProb(↓):   0.000201
Path Entropy(↓):  0.001916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film touchback were in which genres
Start Entity:     Touchback
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Touchback --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Vanilla Sky --[has_genre]--> Romance
Path (Raw):       Touchback --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Vanilla Sky --[has_genre]--> Romance
Neg LogProb(↓):   0.210009
Path Entropy(↓):  0.774648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie mr. accident were in which genres
Start Entity:     Mr. Accident
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mr. Accident --[written_by]--> Yahoo Serious --[(INV) written_by]--> Mr. Accident --[has_genre]--> Comedy
Path (Raw):       Mr. Accident --[written_by]--> Yahoo Serious --[(INV) written_by]--> Mr. Accident --[has_genre]--> Comedy
Neg LogProb(↓):   0.002318
Path Entropy(↓):  0.016361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by a time to love and a time to die writers
Start Entity:     A Time to Love and a Time to Die
Gold Answer:      [['Drama', 'War', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   A Time to Love and a Time to Die --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> A Time to Love and a Time to Die --[has_genre]--> Drama
Path (Raw):       A Time to Love and a Time to Die --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> A Time to Love and a Time to Die --[has_genre]--> Drama
Neg LogProb(↓):   0.229666
Path Entropy(↓):  0.749425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by forbidden actors
Start Entity:     Forbidden
Gold Answer:      [['Robert Wise', 'George Cukor', 'Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'Fritz Lang', 'Howard Bretherton', 'Leigh Jason', 'Rudolph Maté', 'George Waggner', 'Fletcher Markle', 'William A. Wellman', 'Mervyn LeRoy', 'Gerd Oswald', 'Preston Sturges', 'Frank Borzage', 'Busby Berkeley', 'Lewis Milestone', 'Billy Wilder', 'King Vidor', 'Otto Preminger', 'Alfred E. Green', 'George Marshall', 'Charles David', 'Anthony Mann', 'Frank Capra', 'Anatole Litvak', 'Douglas Sirk', 'Leos Carax', 'Allan Dwan', 'Wesley Ruggles', 'Mitchell Leisen', 'Walter Bernstein', 'Alfred Santell', 'Samuel Fuller', 'Vincent J. Donehue', 'Roger Michell', 'Alexander Hall', 'Leo McCarey', 'John Sturges', 'William Keighley', 'Garry Marshall', 'Peter Godfrey', 'Lowell Sherman', 'Robert Siodmak', 'John Farrow', 'Jack Conway', 'Andrew L. Stone', 'Lloyd Bacon', 'Charles Vidor', 'Josef von Sternberg', 'George Stevens', 'William Castle', 'Sidney Lanfield', 'Luis Buñuel', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Forbidden --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Forbidden --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.776219
Path Entropy(↓):  1.873314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of spider lilies
Start Entity:     Spider Lilies
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Spider Lilies --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Spider Lilies --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.242941
Path Entropy(↓):  4.563939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did rocky russo write
Start Entity:     Rocky Russo
Gold Answer:      [['Movie 43']]
Predicted Ans:    Movie 43
Predicted Path:   Rocky Russo --[(INV) written_by]--> Movie 43 --[written_by]--> Will Graham --[(INV) written_by]--> Movie 43
Path (Raw):       Rocky Russo --[(INV) written_by]--> Movie 43 --[written_by]--> Will Graham --[(INV) written_by]--> Movie 43
Neg LogProb(↓):   0.645669
Path Entropy(↓):  1.156706
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film christmas holiday were released in which years
Start Entity:     Christmas Holiday
Gold Answer:      [['1946', '1964', '1949', '1948', '1944', '1950', '1952', '1956', '1943']]
Predicted Ans:    1964
Predicted Path:   Christmas Holiday --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[release_year]--> 1964
Path (Raw):       Christmas Holiday --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[release_year]--> 1964
Neg LogProb(↓):   0.527510
Path Entropy(↓):  1.230035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is drug war
Start Entity:     Drug War
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Drug War --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Drug War --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   0.920876
Path Entropy(↓):  1.855445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did vincent kok direct
Start Entity:     Vincent Kok
Gold Answer:      [['Gorgeous', 'Forbidden City Cop']]
Predicted Ans:    Forbidden City Cop
Predicted Path:   Vincent Kok --[(INV) directed_by]--> Gorgeous --[directed_by]--> Vincent Kok --[(INV) directed_by]--> Forbidden City Cop
Path (Raw):       Vincent Kok --[(INV) directed_by]--> Gorgeous --[directed_by]--> Vincent Kok --[(INV) directed_by]--> Forbidden City Cop
Neg LogProb(↓):   0.862895
Path Entropy(↓):  1.251763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film strangeland was written by who
Start Entity:     Strangeland
Gold Answer:      [['Dee Snider']]
Predicted Ans:    Dee Snider
Predicted Path:   Strangeland --[written_by]--> Dee Snider --[(INV) written_by]--> Strangeland --[written_by]--> Dee Snider
Path (Raw):       Strangeland --[written_by]--> Dee Snider --[(INV) written_by]--> Strangeland --[written_by]--> Dee Snider
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by james m. cain fall under
Start Entity:     James M. Cain
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   James M. Cain --[(INV) written_by]--> Mildred Pierce --[has_genre]--> Drama
Path (Raw):       James M. Cain --[No Operation]--> James M. Cain --[(INV) written_by]--> Mildred Pierce --[has_genre]--> Drama
Neg LogProb(↓):   0.245324
Path Entropy(↓):  0.762766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the german doctor
Start Entity:     The German Doctor
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The German Doctor --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The German Doctor --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.552228
Path Entropy(↓):  4.658113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with romeo is bleeding fall under
Start Entity:     Romeo Is Bleeding
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Romeo Is Bleeding --[directed_by]--> Peter Medak --[(INV) directed_by]--> Species II --[has_genre]--> Horror
Path (Raw):       Romeo Is Bleeding --[directed_by]--> Peter Medak --[(INV) directed_by]--> Species II --[has_genre]--> Horror
Neg LogProb(↓):   0.075088
Path Entropy(↓):  0.347872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the man in the iron mask
Start Entity:     The Man in the Iron Mask
Gold Answer:      [['1980', '2008', '2003', '1992', '1959', '1993', '1936', '2006', '1985', '1935', '1941', '1984', '2007', '1963', '1939', '1933', '1951', '2010', '2004', '1982', '1953', '1947', '2014', '1932', '1994', '1956', '1995', '1948', '2001', '1990', '1989', '1940', '1996', '2002', '1981', '2012', '2011', '1955', '2013', '1962', '1988', '1934', '2000', '1949', '1997', '1966', '1950', '1991', '1999', '1945', '1987', '1986']]
Predicted Ans:    1941
Predicted Path:   The Man in the Iron Mask --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Path (Raw):       The Man in the Iron Mask --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Neg LogProb(↓):   1.064686
Path Entropy(↓):  2.312729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with myron mccormick
Start Entity:     Myron McCormick
Gold Answer:      [['Nick Adams', 'Murray Hamilton', 'Andy Griffith']]
Predicted Ans:    Andy Griffith
Predicted Path:   Myron McCormick --[(INV) starred_actors]--> No Time for Sergeants --[starred_actors]--> Andy Griffith
Path (Raw):       Myron McCormick --[No Operation]--> Myron McCormick --[(INV) starred_actors]--> No Time for Sergeants --[starred_actors]--> Andy Griffith
Neg LogProb(↓):   0.000592
Path Entropy(↓):  0.005184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with troy fall under
Start Entity:     Troy
Gold Answer:      [['Drama', 'War', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Troy --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Air Force One --[has_genre]--> Action
Path (Raw):       Troy --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Air Force One --[has_genre]--> Action
Neg LogProb(↓):   0.615138
Path Entropy(↓):  1.055724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by david chappe
Start Entity:     David Chappe
Gold Answer:      [['English', 'Old English']]
Predicted Ans:    English
Predicted Path:   David Chappe --[(INV) written_by]--> Beowulf --[in_language]--> English
Path (Raw):       David Chappe --[No Operation]--> David Chappe --[(INV) written_by]--> Beowulf --[in_language]--> English
Neg LogProb(↓):   0.706362
Path Entropy(↓):  0.754176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by orlando bloom
Start Entity:     Orlando Bloom
Gold Answer:      [['Cameron Crowe']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Orlando Bloom --[(INV) starred_actors]--> Elizabethtown --[written_by]--> Cameron Crowe
Path (Raw):       Orlando Bloom --[No Operation]--> Orlando Bloom --[(INV) starred_actors]--> Elizabethtown --[written_by]--> Cameron Crowe
Neg LogProb(↓):   0.009583
Path Entropy(↓):  0.053864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of bringing up baby
Start Entity:     Bringing Up Baby
Gold Answer:      [['The Trojan Women', 'Wings in the Dark', 'Big Brown Eyes', 'Destination Tokyo', 'State of the Union', 'The Toast of New York', 'The Lion in Winter', 'The Glass Menagerie', 'Once Upon a Honeymoon', 'People Will Talk', 'His Girl Friday', 'Holiday', "Guess Who's Coming to Dinner", 'Pat and Mike', 'Little Women', 'Houseboat', 'Night and Day', 'Without Love', 'The Awful Truth', 'Charade', 'I Was a Male War Bride', 'To Catch a Thief', 'The African Queen', 'The Sea of Grass', "I'm No Angel", 'On Golden Pond', 'Dragon Seed', 'Hot Saturday', "The Bishop's Wife", 'Kiss Them for Me', 'Indiscreet', 'Suddenly, Last Summer', 'Undercurrent', 'Every Girl Should Be Married', 'Notorious', 'Woman of the Year', 'Desk Set', 'The Howards of Virginia', 'Quality Street', 'The Eagle and the Hawk', 'Alice Adams', 'Mr. Blandings Builds His Dream House', 'Room for One More', "Adam's Rib", 'Dream Wife', 'Father Goose', 'The Rainmaker', 'The Talk of the Town', 'Morning Glory', 'Blonde Venus', 'A Woman Rebels', 'Topper', 'The Grass Is Greener', 'In Name Only', 'Operation Petticoat', 'Love Affair', 'Kiss and Make-Up', 'An Affair to Remember', 'Suspicion', 'North by Northwest', 'Arsenic and Old Lace', 'Monkey Business', 'The Bachelor and the Bobby-Soxer', 'Crisis', 'Suzy', 'Christopher Strong', 'The Pride and the Passion', 'Mary of Scotland', 'That Touch of Mink', 'Rooster Cogburn', 'Gunga Din', 'Only Angels Have Wings', 'Mr. Lucky', 'The Philadelphia Story', 'Born to Be Bad', 'Keeper of the Flame', 'Sylvia Scarlett', 'Penny Serenade', 'Stage Door', 'She Done Him Wrong', 'My Favorite Wife']]
Predicted Ans:    Crisis
Predicted Path:   Bringing Up Baby --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis
Path (Raw):       Bringing Up Baby --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> Crisis
Neg LogProb(↓):   0.951101
Path Entropy(↓):  2.038905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by thomas sterling
Start Entity:     Thomas Sterling
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Thomas Sterling --[(INV) written_by]--> The Honey Pot --[release_year]--> 1967
Path (Raw):       Thomas Sterling --[No Operation]--> Thomas Sterling --[(INV) written_by]--> The Honey Pot --[release_year]--> 1967
Neg LogProb(↓):   0.000059
Path Entropy(↓):  0.000638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with david e. kelley
Start Entity:     David E. Kelley
Gold Answer:      [['Bob Clark', 'Michael Brady']]
Predicted Ans:    Bob Clark
Predicted Path:   David E. Kelley --[(INV) written_by]--> From the Hip --[written_by]--> Bob Clark
Path (Raw):       David E. Kelley --[No Operation]--> David E. Kelley --[(INV) written_by]--> From the Hip --[written_by]--> Bob Clark
Neg LogProb(↓):   0.086967
Path Entropy(↓):  0.342123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was joe ahearne the writer of
Start Entity:     Joe Ahearne
Gold Answer:      [['Trance']]
Predicted Ans:    Shallow Grave
Predicted Path:   Joe Ahearne --[(INV) written_by]--> Trance --[written_by]--> John Hodge --[(INV) written_by]--> Shallow Grave
Path (Raw):       Joe Ahearne --[(INV) written_by]--> Trance --[written_by]--> John Hodge --[(INV) written_by]--> Shallow Grave
Neg LogProb(↓):   0.055620
Path Entropy(↓):  0.254121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by tom waits
Start Entity:     Tom Waits
Gold Answer:      [['1986', '2005']]
Predicted Ans:    2005
Predicted Path:   Tom Waits --[(INV) starred_actors]--> The Tiger and the Snow --[release_year]--> 2005
Path (Raw):       Tom Waits --[No Operation]--> Tom Waits --[(INV) starred_actors]--> The Tiger and the Snow --[release_year]--> 2005
Neg LogProb(↓):   0.276502
Path Entropy(↓):  0.552881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is pola x
Start Entity:     Pola X
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Pola X --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Pola X --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.542978
Path Entropy(↓):  4.632299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of oliver stone written movies
Start Entity:     Oliver Stone
Gold Answer:      [['2003', '1985', '1974', '2004', '1982', '1994', '1932', '1983', '1995', '1972', '1989', '1996', '1981', '2012', '2011', '1988', '1978', '1991', '1999', '1987', '1986']]
Predicted Ans:    1991
Predicted Path:   Oliver Stone --[(INV) written_by]--> JFK --[release_year]--> 1991
Path (Raw):       Oliver Stone --[No Operation]--> Oliver Stone --[(INV) written_by]--> JFK --[release_year]--> 1991
Neg LogProb(↓):   1.019889
Path Entropy(↓):  2.053710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with tea with mussolini in
Start Entity:     Tea with Mussolini
Gold Answer:      [['French', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Tea with Mussolini --[directed_by]--> Franco Zeffirelli --[(INV) directed_by]--> Romeo and Juliet --[in_language]--> English
Path (Raw):       Tea with Mussolini --[directed_by]--> Franco Zeffirelli --[(INV) directed_by]--> Romeo and Juliet --[in_language]--> English
Neg LogProb(↓):   1.139461
Path Entropy(↓):  1.498094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film the blue light
Start Entity:     The Blue Light
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Blue Light --[in_language]--> German --[(INV) in_language]--> Town Without Pity --[in_language]--> German
Path (Raw):       The Blue Light --[in_language]--> German --[(INV) in_language]--> Town Without Pity --[in_language]--> German
Neg LogProb(↓):   1.606835
Path Entropy(↓):  2.052489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by winter's tale writers release
Start Entity:     Winter's Tale
Gold Answer:      [['2001', '2006', '2004']]
Predicted Ans:    2006
Predicted Path:   Winter's Tale --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[release_year]--> 2006
Path (Raw):       Winter's Tale --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[release_year]--> 2006
Neg LogProb(↓):   0.033364
Path Entropy(↓):  0.184306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the state of things were released in which years
Start Entity:     The State of Things
Gold Answer:      [['2008', '1993', '1985', '1974', '1977', '1998', '2004', '1982', '1973', '1994', '2014', '1995', '1976', '1972', '1926', '2011', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1995
Predicted Path:   The State of Things --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       The State of Things --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.519833
Path Entropy(↓):  1.175790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the solitude of prime numbers
Start Entity:     The Solitude of Prime Numbers
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Solitude of Prime Numbers --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       The Solitude of Prime Numbers --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.842388
Path Entropy(↓):  4.442980
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the intruder
Start Entity:     The Intruder
Gold Answer:      [['Leslie Stevens', 'William Shatner', 'George Mendeluk', 'Robert Fuest']]
Predicted Ans:    Leslie Stevens
Predicted Path:   The Intruder --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[directed_by]--> Leslie Stevens
Path (Raw):       The Intruder --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[directed_by]--> Leslie Stevens
Neg LogProb(↓):   0.005092
Path Entropy(↓):  0.035314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in max keeble's big move
Start Entity:     Max Keeble's Big Move
Gold Answer:      [['Alex D. Linz']]
Predicted Ans:    Alex D. Linz
Predicted Path:   Max Keeble's Big Move --[starred_actors]--> Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[starred_actors]--> Alex D. Linz
Path (Raw):       Max Keeble's Big Move --[starred_actors]--> Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[starred_actors]--> Alex D. Linz
Neg LogProb(↓):   0.000746
Path Entropy(↓):  0.006148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of undisputed
Start Entity:     Undisputed
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   Undisputed --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Path (Raw):       Undisputed --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.058740
Path Entropy(↓):  0.267790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of 1969
Start Entity:     1969
Gold Answer:      [['Phone Booth', 'Renegades', 'Young Guns II', 'Break Up', 'The Nutcracker Prince', 'Promised Land', 'The Cowboy Way', 'Article 99', 'Desert Saints', 'Young Guns', 'The Wild', 'To End All Wars', 'The Vanishing', 'The Sentinel', 'Truth or Consequences, N.M.', 'Bright Lights, Big City', 'Flashback', 'After Alice', 'Dark City', 'Mirrors', 'Flatliners', 'The Three Musketeers', 'Freeway', 'River Queen']]
Predicted Ans:    The Three Musketeers
Predicted Path:   1969 --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers
Path (Raw):       1969 --[starred_actors]--> Kiefer Sutherland --[No Operation]--> Kiefer Sutherland --[(INV) starred_actors]--> The Three Musketeers
Neg LogProb(↓):   1.181707
Path Entropy(↓):  2.267220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by jude law released
Start Entity:     Jude Law
Gold Answer:      [['1998', '1949', '2009', '1966', '1972', '2001', '2003', '2010', '2004', '2006', '1999', '1994', '2012', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   Jude Law --[(INV) starred_actors]--> Breaking and Entering --[release_year]--> 2006
Path (Raw):       Jude Law --[No Operation]--> Jude Law --[(INV) starred_actors]--> Breaking and Entering --[release_year]--> 2006
Neg LogProb(↓):   1.131775
Path Entropy(↓):  1.542318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film pearl harbor
Start Entity:     Pearl Harbor
Gold Answer:      [['Michael Bay']]
Predicted Ans:    Michael Bay
Predicted Path:   Pearl Harbor --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Rock --[directed_by]--> Michael Bay
Path (Raw):       Pearl Harbor --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Rock --[directed_by]--> Michael Bay
Neg LogProb(↓):   0.670819
Path Entropy(↓):  1.063290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of thunderpants is also the director of which films
Start Entity:     Thunderpants
Gold Answer:      [['Garfield', 'Tom and Huck', 'Zoom', 'The Maiden Heist', 'Whatever Happened to Harold Smith?']]
Predicted Ans:    Tom and Huck
Predicted Path:   Thunderpants --[directed_by]--> Peter Hewitt --[(INV) directed_by]--> Tom and Huck
Path (Raw):       Thunderpants --[directed_by]--> Peter Hewitt --[(INV) directed_by]--> Tom and Huck --[No Operation]--> Tom and Huck
Neg LogProb(↓):   0.869553
Path Entropy(↓):  1.132145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by deborah chow
Start Entity:     Deborah Chow
Gold Answer:      [['Zach Braff', 'Isabelle Blais']]
Predicted Ans:    Zach Braff
Predicted Path:   Deborah Chow --[(INV) directed_by]--> The High Cost of Living --[starred_actors]--> Zach Braff
Path (Raw):       Deborah Chow --[No Operation]--> Deborah Chow --[(INV) directed_by]--> The High Cost of Living --[starred_actors]--> Zach Braff
Neg LogProb(↓):   0.000102
Path Entropy(↓):  0.001043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by d. l. hughley
Start Entity:     D.L. Hughley
Gold Answer:      [['Gary Hardwick', 'Steve Harvey', 'Cedric the Entertainer', 'Bernie Mac']]
Predicted Ans:    Bernie Mac
Predicted Path:   D.L. Hughley --[(INV) starred_actors]--> The Original Kings of Comedy --[written_by]--> Bernie Mac
Path (Raw):       D.L. Hughley --[No Operation]--> D.L. Hughley --[(INV) starred_actors]--> The Original Kings of Comedy --[written_by]--> Bernie Mac
Neg LogProb(↓):   0.216788
Path Entropy(↓):  0.719708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie machuca were in which genres
Start Entity:     Machuca
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Machuca --[directed_by]--> Andrés Wood --[(INV) directed_by]--> Violeta Went to Heaven --[has_genre]--> Drama
Path (Raw):       Machuca --[directed_by]--> Andrés Wood --[(INV) directed_by]--> Violeta Went to Heaven --[has_genre]--> Drama
Neg LogProb(↓):   0.026994
Path Entropy(↓):  0.143971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed firecreek
Start Entity:     Firecreek
Gold Answer:      [['Sandy Duncan', 'Vera Miles', 'Robert Culp', 'Eric Shea', 'Joe Flynn', 'James Garner', 'Dean Jones']]
Predicted Ans:    Henry Fonda
Predicted Path:   Firecreek --[directed_by]--> Vincent McEveety --[(INV) directed_by]--> Firecreek --[starred_actors]--> Henry Fonda
Path (Raw):       Firecreek --[directed_by]--> Vincent McEveety --[(INV) directed_by]--> Firecreek --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.266519
Path Entropy(↓):  0.545427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote gambling city
Start Entity:     Gambling City
Gold Answer:      [['Jason Connery', 'Robert Flemyng', 'Barbara Steele']]
Predicted Ans:    Luc Merenda
Predicted Path:   Gambling City --[written_by]--> Sergio Martino --[(INV) written_by]--> Gambling City --[starred_actors]--> Luc Merenda
Path (Raw):       Gambling City --[written_by]--> Sergio Martino --[(INV) written_by]--> Gambling City --[starred_actors]--> Luc Merenda
Neg LogProb(↓):   0.053511
Path Entropy(↓):  0.264381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same screenwriter of child's play
Start Entity:     Child's Play
Gold Answer:      [["Man's Best Friend", 'The Beast Within', 'Psycho II', 'Bride of Chucky', 'Seed of Chucky', 'Curse of Chucky', 'Fright Night', "Child's Play 2", 'Thinner']]
Predicted Ans:    Child's Play
Predicted Path:   Child's Play --[written_by]--> Tom Holland --[(INV) written_by]--> Child's Play
Path (Raw):       Child's Play --[No Operation]--> Child's Play --[written_by]--> Tom Holland --[(INV) written_by]--> Child's Play
Neg LogProb(↓):   0.230717
Path Entropy(↓):  0.826432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of inescapable
Start Entity:     Inescapable
Gold Answer:      [['Ruba Nadda']]
Predicted Ans:    Ruba Nadda
Predicted Path:   Inescapable --[directed_by]--> Ruba Nadda --[(INV) directed_by]--> Sabah --[directed_by]--> Ruba Nadda
Path (Raw):       Inescapable --[directed_by]--> Ruba Nadda --[(INV) directed_by]--> Sabah --[directed_by]--> Ruba Nadda
Neg LogProb(↓):   0.040189
Path Entropy(↓):  0.193341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was j. grubb alexander a writer on
Start Entity:     J. Grubb Alexander
Gold Answer:      [['So Big!', 'Svengali']]
Predicted Ans:    Svengali
Predicted Path:   J. Grubb Alexander --[(INV) written_by]--> Svengali --[written_by]--> J. Grubb Alexander --[(INV) written_by]--> Svengali
Path (Raw):       J. Grubb Alexander --[(INV) written_by]--> Svengali --[written_by]--> J. Grubb Alexander --[(INV) written_by]--> Svengali
Neg LogProb(↓):   0.027329
Path Entropy(↓):  0.130857
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie we bought a zoo are written by who
Start Entity:     We Bought a Zoo
Gold Answer:      [['N. Richard Nash', 'Patricia Highsmith', 'Michael Hoffman', 'Neill Blomkamp', 'George Clooney', 'Grant Heslov', 'Robert Ludlum', 'Ben Affleck', 'John Krasinski', 'Philip K. Dick', 'Richard LaGravenese', 'Cormac McCarthy', 'Gus Van Sant', 'Steven Pressfield', 'Casey Affleck', 'Dave Eggers', 'Francis Ford Coppola', 'John Grisham', 'Matt Damon', 'Scott Z. Burns', 'Eric Roth', 'Kurt Eichenwald', 'Marguerite Roberts', 'Charles Portis', 'Anthony Minghella', 'Tony Gilroy', 'William Monahan', 'Robert M. Edsel', 'Scott Thorson', 'John Carlin', 'George Nolfi']]
Predicted Ans:    Tony Gilroy
Predicted Path:   We Bought a Zoo --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[written_by]--> Tony Gilroy
Path (Raw):       We Bought a Zoo --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[written_by]--> Tony Gilroy
Neg LogProb(↓):   1.175842
Path Entropy(↓):  1.890491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the wedding date also appears in which films
Start Entity:     The Wedding Date
Gold Answer:      [['On the Road', 'Copycat', 'The Fighter', 'Open Season', "Charlie Wilson's War", 'Doubt', 'Moonlight Serenade', 'The Family Stone', 'Sunshine Cleaning', 'Living in Oblivion', 'Where the Money Is', 'Enchanted', 'The Muppets', 'Goodbye Lover', "My Best Friend's Wedding", 'There Goes My Baby', 'The Grey', 'Leap Year', 'Inhale', 'Big Eyes', 'Where the Day Takes You', 'Man of Steel', 'Georgia Rule', 'The Trigger Effect', 'Cruel Intentions 2', 'Standing Still', 'American Hustle']]
Predicted Ans:    Moonlight Serenade
Predicted Path:   The Wedding Date --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade
Path (Raw):       The Wedding Date --[starred_actors]--> Amy Adams --[No Operation]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade
Neg LogProb(↓):   0.607073
Path Entropy(↓):  1.356018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of chaos theory
Start Entity:     Chaos Theory
Gold Answer:      [['Aidan Quinn', 'Leon', 'Tamala Jones', 'Jenifer Lewis', 'Courteney Cox', 'Carl Lumbly', 'Anthony LaPaglia']]
Predicted Ans:    Ryan Reynolds
Predicted Path:   Chaos Theory --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Chaos Theory --[starred_actors]--> Ryan Reynolds
Path (Raw):       Chaos Theory --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Chaos Theory --[starred_actors]--> Ryan Reynolds
Neg LogProb(↓):   0.550895
Path Entropy(↓):  1.125905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films are about bengal
Start Entity:     bengal
Gold Answer:      [['Pather Panchali']]
Predicted Ans:    Pather Panchali
Predicted Path:   bengal --[(INV) has_tags]--> Pather Panchali --[has_tags]--> bengal --[(INV) has_tags]--> Pather Panchali
Path (Raw):       bengal --[(INV) has_tags]--> Pather Panchali --[has_tags]--> bengal --[(INV) has_tags]--> Pather Panchali
Neg LogProb(↓):   0.014307
Path Entropy(↓):  0.085154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie death takes a holiday were in which languages
Start Entity:     Death Takes a Holiday
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Death Takes a Holiday --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Path (Raw):       Death Takes a Holiday --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Neg LogProb(↓):   1.171819
Path Entropy(↓):  1.452880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in boogie woogie
Start Entity:     Boogie Woogie
Gold Answer:      [['Caroline Thompson', 'Fernando Meirelles', 'Lawrence Guterman', 'Terence Davies', 'Jennifer Jason Leigh', 'Richard Fleischer', 'Diarmuid Lawrence', 'Jeffrey Bloom', 'James Toback', 'Daisy von Scherler Mayer', 'Jonathan Glazer', 'Abel Ferrara', 'Gus Van Sant', 'David Frankel', 'David Slade', 'David Mirkin', 'James Hill', 'Sngmoo Lee', 'Alejandro González Iñárritu', 'Jeffrey Hornaday', 'Douglas McGrath', 'Anders Anderson', 'Frank Oz', 'Oliver Parker', 'Clarence Brown', 'Alan Cumming', 'Egidio Coccimiglio', 'Sue Kramer']]
Predicted Ans:    David Frankel
Predicted Path:   Boogie Woogie --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[directed_by]--> David Frankel
Path (Raw):       Boogie Woogie --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[directed_by]--> David Frankel
Neg LogProb(↓):   0.793151
Path Entropy(↓):  1.348086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the littlest rebel
Start Entity:     The Littlest Rebel
Gold Answer:      [['Bing Crosby', 'Baby Peggy', 'Bob Hope', 'Anthony Quinn', 'Jack Carson', 'Shirley Temple', 'Doris Day', 'Virginia Mayo', 'Guy Kibbee', 'Bette Davis', 'John Lodge', 'Evelyn Venable', 'Lionel Barrymore', 'Buddy Ebsen', 'Errol Flynn', 'Jim Backus', 'Tab Hunter', 'Dorothy Lamour', 'Eddie Cantor', 'Alexis Smith', 'James Dunn', 'Stuart Erwin', 'Ray Bolger', 'Patsy Kelly', 'Jack Haley', 'Natalie Wood', 'Dennis Morgan', 'Kay Kyser']]
Predicted Ans:    Doris Day
Predicted Path:   The Littlest Rebel --[directed_by]--> David Butler --[(INV) directed_by]--> It's a Great Feeling --[starred_actors]--> Doris Day
Path (Raw):       The Littlest Rebel --[directed_by]--> David Butler --[(INV) directed_by]--> It's a Great Feeling --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.364918
Path Entropy(↓):  1.177646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by dreama walker
Start Entity:     Dreama Walker
Gold Answer:      [['Craig Zobel']]
Predicted Ans:    Craig Zobel
Predicted Path:   Dreama Walker --[(INV) starred_actors]--> Compliance --[directed_by]--> Craig Zobel
Path (Raw):       Dreama Walker --[No Operation]--> Dreama Walker --[(INV) starred_actors]--> Compliance --[directed_by]--> Craig Zobel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by giulio petroni were in which genres
Start Entity:     Giulio Petroni
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Giulio Petroni --[(INV) directed_by]--> Death Rides a Horse --[has_genre]--> Western
Path (Raw):       Giulio Petroni --[No Operation]--> Giulio Petroni --[(INV) directed_by]--> Death Rides a Horse --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film everyone else was written by who
Start Entity:     Everyone Else
Gold Answer:      [['Maren Ade']]
Predicted Ans:    Maren Ade
Predicted Path:   Everyone Else --[written_by]--> Maren Ade --[(INV) written_by]--> Everyone Else --[written_by]--> Maren Ade
Path (Raw):       Everyone Else --[written_by]--> Maren Ade --[(INV) written_by]--> Everyone Else --[written_by]--> Maren Ade
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote taras bulba
Start Entity:     Taras Bulba
Gold Answer:      [['Italian', 'Russian']]
Predicted Ans:    Italian
Predicted Path:   Taras Bulba --[written_by]--> Nikolai Gogol --[(INV) written_by]--> Black Sunday --[in_language]--> Italian
Path (Raw):       Taras Bulba --[written_by]--> Nikolai Gogol --[(INV) written_by]--> Black Sunday --[in_language]--> Italian
Neg LogProb(↓):   0.000887
Path Entropy(↓):  0.007776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the station agent directed by
Start Entity:     The Station Agent
Gold Answer:      [['Thomas McCarthy']]
Predicted Ans:    Thomas McCarthy
Predicted Path:   The Station Agent --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> Win Win --[directed_by]--> Thomas McCarthy
Path (Raw):       The Station Agent --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> Win Win --[directed_by]--> Thomas McCarthy
Neg LogProb(↓):   0.001289
Path Entropy(↓):  0.010648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of beyond a reasonable doubt was
Start Entity:     Beyond a Reasonable Doubt
Gold Answer:      [['Peter Hyams']]
Predicted Ans:    Peter Hyams
Predicted Path:   Beyond a Reasonable Doubt --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Relic --[directed_by]--> Peter Hyams
Path (Raw):       Beyond a Reasonable Doubt --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Relic --[directed_by]--> Peter Hyams
Neg LogProb(↓):   0.247750
Path Entropy(↓):  0.644075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor joe thomas is a co - star of who
Start Entity:     Joe Thomas
Gold Answer:      [['Simon Bird', 'Blake Harrison', 'James Buckley']]
Predicted Ans:    James Buckley
Predicted Path:   Joe Thomas --[(INV) starred_actors]--> The Inbetweeners 2 --[starred_actors]--> James Buckley
Path (Raw):       Joe Thomas --[No Operation]--> Joe Thomas --[(INV) starred_actors]--> The Inbetweeners 2 --[starred_actors]--> James Buckley
Neg LogProb(↓):   0.018534
Path Entropy(↓):  0.103284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie black robe
Start Entity:     Black Robe
Gold Answer:      [['Brian Moore']]
Predicted Ans:    Brian Moore
Predicted Path:   Black Robe --[written_by]--> Brian Moore --[(INV) written_by]--> Torn Curtain --[written_by]--> Brian Moore
Path (Raw):       Black Robe --[written_by]--> Brian Moore --[(INV) written_by]--> Torn Curtain --[written_by]--> Brian Moore
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was naomi foner the director of
Start Entity:     Naomi Foner
Gold Answer:      [['Very Good Girls']]
Predicted Ans:    Very Good Girls
Predicted Path:   Naomi Foner --[(INV) directed_by]--> Very Good Girls --[directed_by]--> Naomi Foner --[(INV) directed_by]--> Very Good Girls
Path (Raw):       Naomi Foner --[(INV) directed_by]--> Very Good Girls --[directed_by]--> Naomi Foner --[(INV) directed_by]--> Very Good Girls
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of joe lynch written films
Start Entity:     Joe Lynch
Gold Answer:      [['Tim Sullivan', 'Adam Rifkin', 'Adam Green']]
Predicted Ans:    Adam Green
Predicted Path:   Joe Lynch --[(INV) directed_by]--> Chillerama --[written_by]--> Adam Green
Path (Raw):       Joe Lynch --[No Operation]--> Joe Lynch --[(INV) directed_by]--> Chillerama --[written_by]--> Adam Green
Neg LogProb(↓):   0.345841
Path Entropy(↓):  0.669196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of bride of the monster also starred in which movies
Start Entity:     Bride of the Monster
Gold Answer:      [['The Devil Bat', 'Night of the Ghouls', 'Bowery at Midnight', 'The Body Snatcher', 'Island of Lost Souls', 'The Raven', 'Glen or Glenda', 'Chandu the Magician', 'The Death Kiss', 'Murders in the Rue Morgue', 'The Return of the Vampire', 'Dracula', 'Mark of the Vampire', 'Black Dragons', 'Frankenstein Meets the Wolf Man', 'One Body Too Many', 'The Black Cat', 'Son of Frankenstein', 'Invisible Ghost']]
Predicted Ans:    The Raven
Predicted Path:   Bride of the Monster --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven
Path (Raw):       Bride of the Monster --[starred_actors]--> Bela Lugosi --[No Operation]--> Bela Lugosi --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   0.066408
Path Entropy(↓):  0.374833
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by gregg araki release
Start Entity:     Gregg Araki
Gold Answer:      [['1995', '1997', '2010', '2004', '1999', '2014']]
Predicted Ans:    1999
Predicted Path:   Gregg Araki --[(INV) written_by]--> Splendor --[release_year]--> 1999
Path (Raw):       Gregg Araki --[No Operation]--> Gregg Araki --[(INV) written_by]--> Splendor --[release_year]--> 1999
Neg LogProb(↓):   0.148599
Path Entropy(↓):  0.489871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film drugstore cowboy were released in which years
Start Entity:     Drugstore Cowboy
Gold Answer:      [['1980', '2003', '1959', '1993', '2006', '1985', '1979', '1984', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1983', '1995', '1948', '2001', '1989', '1996', '2002', '2012', '2013', '1988', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    2005
Predicted Path:   Drugstore Cowboy --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Mary --[release_year]--> 2005
Path (Raw):       Drugstore Cowboy --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Mary --[release_year]--> 2005
Neg LogProb(↓):   1.253826
Path Entropy(↓):  1.861762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of abigail breslin starred movies
Start Entity:     Abigail Breslin
Gold Answer:      [['Jodi Picoult', 'Wendy Orr', 'Rhett Reese', 'Paul Wernick', 'Michael Arndt', 'Carol Fuchs', 'Brian King', 'Gore Verbinski', 'Mark Levin', 'Jennifer Flackett', 'Orson Scott Card', 'David M. Rosenthal', 'Wayne Thornley', 'Anthony Silverston', 'Raffaella Delle Donne', 'Andrew Cook', 'Gavin Hood', "Richard D'Ovidio", 'Sandra Nettelbeck', 'M. Night Shyamalan', 'Nick Cassavetes']]
Predicted Ans:    Gore Verbinski
Predicted Path:   Abigail Breslin --[(INV) starred_actors]--> Rango --[written_by]--> Gore Verbinski
Path (Raw):       Abigail Breslin --[No Operation]--> Abigail Breslin --[(INV) starred_actors]--> Rango --[written_by]--> Gore Verbinski
Neg LogProb(↓):   0.095401
Path Entropy(↓):  0.436814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by stephen boyd were in which genres
Start Entity:     Stephen Boyd
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Adventure', 'History', 'Romance']]
Predicted Ans:    Western
Predicted Path:   Stephen Boyd --[(INV) starred_actors]--> Shalako --[has_genre]--> Western
Path (Raw):       Stephen Boyd --[No Operation]--> Stephen Boyd --[(INV) starred_actors]--> Shalako --[has_genre]--> Western
Neg LogProb(↓):   0.158766
Path Entropy(↓):  0.583923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of the reunion
Start Entity:     The Reunion
Gold Answer:      [['Anna Odell']]
Predicted Ans:    Anna Odell
Predicted Path:   The Reunion --[written_by]--> Anna Odell --[(INV) written_by]--> The Reunion --[written_by]--> Anna Odell
Path (Raw):       The Reunion --[written_by]--> Anna Odell --[(INV) written_by]--> The Reunion --[written_by]--> Anna Odell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by william kotzwinkle
Start Entity:     William Kotzwinkle
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   William Kotzwinkle --[(INV) written_by]--> Book of Love --[has_genre]--> Comedy
Path (Raw):       William Kotzwinkle --[No Operation]--> William Kotzwinkle --[(INV) written_by]--> Book of Love --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in haunted honeymoon
Start Entity:     Haunted Honeymoon
Gold Answer:      [['Family', 'Western', 'Musical', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Haunted Honeymoon --[starred_actors]--> Dom DeLuise --[(INV) starred_actors]--> The End --[has_genre]--> Comedy
Path (Raw):       Haunted Honeymoon --[starred_actors]--> Dom DeLuise --[(INV) starred_actors]--> The End --[has_genre]--> Comedy
Neg LogProb(↓):   0.192384
Path Entropy(↓):  0.707713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed i love you phillip morris
Start Entity:     I Love You Phillip Morris
Gold Answer:      [['2001', '2015']]
Predicted Ans:    2015
Predicted Path:   I Love You Phillip Morris --[directed_by]--> Glenn Ficarra --[(INV) directed_by]--> Focus --[release_year]--> 2015
Path (Raw):       I Love You Phillip Morris --[directed_by]--> Glenn Ficarra --[(INV) directed_by]--> Focus --[release_year]--> 2015
Neg LogProb(↓):   0.844603
Path Entropy(↓):  1.468181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in body parts
Start Entity:     Body Parts
Gold Answer:      [['Jeff Fahey', 'Zakes Mokae', 'Kim Delaney']]
Predicted Ans:    Kim Delaney
Predicted Path:   Body Parts --[starred_actors]--> Kim Delaney --[(INV) starred_actors]--> Body Parts --[starred_actors]--> Kim Delaney
Path (Raw):       Body Parts --[starred_actors]--> Kim Delaney --[(INV) starred_actors]--> Body Parts --[starred_actors]--> Kim Delaney
Neg LogProb(↓):   0.211108
Path Entropy(↓):  0.672966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film chasing christmas are directed by who
Start Entity:     Chasing Christmas
Gold Answer:      [['Jessy Terrero', 'Damian Harris', 'Dax Shepard', 'Brandon Beckner', 'Steve Miner', 'David Palmer', 'Chris Columbus', 'Krishna Rao', 'Arthur Hiller']]
Predicted Ans:    Chris Columbus
Predicted Path:   Chasing Christmas --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Nine Months --[directed_by]--> Chris Columbus
Path (Raw):       Chasing Christmas --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Nine Months --[directed_by]--> Chris Columbus
Neg LogProb(↓):   0.657491
Path Entropy(↓):  1.191648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with paul soter
Start Entity:     Paul Soter
Gold Answer:      [['Steve Lemme', 'Kevin Heffernan', 'Jay Chandrasekhar']]
Predicted Ans:    Paul Soter
Predicted Path:   Paul Soter --[(INV) written_by]--> Watching the Detectives --[written_by]--> Paul Soter
Path (Raw):       Paul Soter --[No Operation]--> Paul Soter --[(INV) written_by]--> Watching the Detectives --[written_by]--> Paul Soter
Neg LogProb(↓):   0.023443
Path Entropy(↓):  0.110132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by lost highway actors
Start Entity:     Lost Highway
Gold Answer:      [['Thai', 'Danish', 'French', 'Italian']]
Predicted Ans:    Danish
Predicted Path:   Lost Highway --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Path (Raw):       Lost Highway --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Neg LogProb(↓):   0.029113
Path Entropy(↓):  0.130291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does gypsy 83 fall under
Start Entity:     Gypsy 83
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gypsy 83 --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Gypsy 83 --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.900748
Path Entropy(↓):  4.297826
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter colin teague wrote films together with who
Start Entity:     Colin Teague
Gold Answer:      [['Gary Young']]
Predicted Ans:    Gary Young
Predicted Path:   Colin Teague --[(INV) written_by]--> The Last Drop --[written_by]--> Gary Young
Path (Raw):       Colin Teague --[No Operation]--> Colin Teague --[(INV) written_by]--> The Last Drop --[written_by]--> Gary Young
Neg LogProb(↓):   0.001484
Path Entropy(↓):  0.011143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote indiana jones and the last crusade
Start Entity:     Indiana Jones and the Last Crusade
Gold Answer:      [['Ron Howard', 'Francis Ford Coppola', 'David Cronenberg', 'Mel Smith', 'George Lucas', 'Steven Spielberg', 'Bill L. Norton']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Indiana Jones and the Last Crusade --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[directed_by]--> Steven Spielberg
Path (Raw):       Indiana Jones and the Last Crusade --[written_by]--> George Lucas --[(INV) written_by]--> Raiders of the Lost Ark --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   0.229688
Path Entropy(↓):  0.695464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor gregoire colin acted together with who
Start Entity:     Grégoire Colin
Gold Answer:      [['Katrin Cartlidge', 'Labina Mitevska']]
Predicted Ans:    Labina Mitevska
Predicted Path:   Grégoire Colin --[(INV) starred_actors]--> Before the Rain --[starred_actors]--> Labina Mitevska
Path (Raw):       Grégoire Colin --[No Operation]--> Grégoire Colin --[(INV) starred_actors]--> Before the Rain --[starred_actors]--> Labina Mitevska
Neg LogProb(↓):   0.717745
Path Entropy(↓):  1.047688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the well - digger's daughter
Start Entity:     The Well-Digger's Daughter
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Well-Digger's Daughter --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Well-Digger's Daughter --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   4.454278
Path Entropy(↓):  5.850322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the whip hand director release
Start Entity:     The Whip Hand
Gold Answer:      [['2010', '1940', '1936', '1953', '1986']]
Predicted Ans:    1940
Predicted Path:   The Whip Hand --[directed_by]--> William Cameron Menzies --[(INV) directed_by]--> The Thief of Bagdad --[release_year]--> 1940
Path (Raw):       The Whip Hand --[directed_by]--> William Cameron Menzies --[(INV) directed_by]--> The Thief of Bagdad --[release_year]--> 1940
Neg LogProb(↓):   0.483176
Path Entropy(↓):  0.869734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by wesley barry
Start Entity:     Wesley Barry
Gold Answer:      [['Jay Simms']]
Predicted Ans:    Jay Simms
Predicted Path:   Wesley Barry --[(INV) directed_by]--> The Creation of the Humanoids --[written_by]--> Jay Simms
Path (Raw):       Wesley Barry --[No Operation]--> Wesley Barry --[(INV) directed_by]--> The Creation of the Humanoids --[written_by]--> Jay Simms
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by catherine johnson
Start Entity:     Catherine Johnson
Gold Answer:      [['Phyllida Lloyd']]
Predicted Ans:    Phyllida Lloyd
Predicted Path:   Catherine Johnson --[(INV) written_by]--> Mamma Mia! --[directed_by]--> Phyllida Lloyd
Path (Raw):       Catherine Johnson --[No Operation]--> Catherine Johnson --[(INV) written_by]--> Mamma Mia! --[directed_by]--> Phyllida Lloyd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of david sherwin written films
Start Entity:     David Sherwin
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   David Sherwin --[(INV) written_by]--> Britannia Hospital --[release_year]--> 1982
Path (Raw):       David Sherwin --[No Operation]--> David Sherwin --[(INV) written_by]--> Britannia Hospital --[release_year]--> 1982
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of stalin
Start Entity:     Stalin
Gold Answer:      [['Deep Impact', 'Joe Kidd', 'The Judge', 'The Great Santini', 'The Paper', 'Countdown', 'Network', "Jayne Mansfield's Car", 'Four Christmases', 'The Natural', 'Colors', 'The Killer Elite', 'Seven Days in Utopia', 'A Civil Action', 'A Shot at Glory', 'Days of Thunder', 'The Outfit', 'A Family Thing', 'Apocalypse Now', 'Open Range', 'A Night in Old Mexico', 'The Rain People', 'The Eagle Has Landed', 'Rambling Rose', 'Falling Down', 'Assassination Tango', 'THX 1138', 'Phenomenon', 'Get Low', 'Tender Mercies', 'The Scarlet Letter', 'Breakout', 'Something to Talk About', 'The Man Who Captured Eichmann', 'Wrestling Ernest Hemingway', 'The Seven-Per-Cent Solution', 'The Great Northfield Minnesota Raid', 'Lawman', 'True Confessions', 'Secondhand Lions']]
Predicted Ans:    The Outfit
Predicted Path:   Stalin --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Outfit
Path (Raw):       Stalin --[starred_actors]--> Robert Duvall --[No Operation]--> Robert Duvall --[(INV) starred_actors]--> The Outfit
Neg LogProb(↓):   1.238687
Path Entropy(↓):  1.962287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie saraband
Start Entity:     Saraband
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Saraband --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Saraband --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.384004
Path Entropy(↓):  4.603380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about screenplay
Start Entity:     screenplay
Gold Answer:      [['Saw VI', 'Slumdog Millionaire', 'Before Sunset', 'A Dangerous Method', 'Inception']]
Predicted Ans:    Before Sunrise
Predicted Path:   screenplay --[(INV) has_tags]--> Before Sunset --[has_tags]--> julie delpy --[(INV) has_tags]--> Before Sunrise
Path (Raw):       screenplay --[(INV) has_tags]--> Before Sunset --[has_tags]--> julie delpy --[(INV) has_tags]--> Before Sunrise
Neg LogProb(↓):   0.129347
Path Entropy(↓):  0.508628
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the dirty pretty things director
Start Entity:     Dirty Pretty Things
Gold Answer:      [['Western', 'Drama', 'Comedy', 'History', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Dirty Pretty Things --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[has_genre]--> Drama
Path (Raw):       Dirty Pretty Things --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[has_genre]--> Drama
Neg LogProb(↓):   0.395111
Path Entropy(↓):  0.732700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the satan bug writers
Start Entity:     The Satan Bug
Gold Answer:      [['Western', 'War', 'Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Satan Bug --[written_by]--> Alistair MacLean --[(INV) written_by]--> Where Eagles Dare --[has_genre]--> Action
Path (Raw):       The Satan Bug --[written_by]--> Alistair MacLean --[(INV) written_by]--> Where Eagles Dare --[has_genre]--> Action
Neg LogProb(↓):   0.771190
Path Entropy(↓):  1.240509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the maurice director
Start Entity:     Maurice
Gold Answer:      [['Romance', 'Biography', 'Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Maurice --[directed_by]--> James Ivory --[(INV) directed_by]--> Heat and Dust --[has_genre]--> Drama
Path (Raw):       Maurice --[directed_by]--> James Ivory --[(INV) directed_by]--> Heat and Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.482999
Path Entropy(↓):  0.996310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie the last circus about
Start Entity:     The Last Circus
Gold Answer:      [['circus', 'Álex de la iglesia']]
Predicted Ans:    Álex de la iglesia
Predicted Path:   The Last Circus --[has_tags]--> Álex de la iglesia --[(INV) has_tags]--> The Day of the Beast --[has_tags]--> Álex de la iglesia
Path (Raw):       The Last Circus --[has_tags]--> Álex de la iglesia --[(INV) has_tags]--> The Day of the Beast --[has_tags]--> Álex de la iglesia
Neg LogProb(↓):   0.183991
Path Entropy(↓):  0.537335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of action in the north atlantic
Start Entity:     Action in the North Atlantic
Gold Answer:      [['Marked Woman', 'Gold Diggers of 1937', 'So Long Letty', 'Wonder Bar', 'The Fuller Brush Girl', 'Here Comes the Navy', 'San Quentin', 'Boy Meets Girl', 'Larceny, Inc.', 'Brother Orchid', '42nd Street', 'A Slight Case of Murder', 'Footlight Parade', 'The Oklahoma Kid', 'It Happens Every Spring', 'Invisible Stripes', 'Kept Husbands']]
Predicted Ans:    Boy Meets Girl
Predicted Path:   Action in the North Atlantic --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl
Path (Raw):       Action in the North Atlantic --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[No Operation]--> Boy Meets Girl
Neg LogProb(↓):   0.316805
Path Entropy(↓):  0.787918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of armour of god also directed which films
Start Entity:     Armour of God
Gold Answer:      [['Police Story', 'The Young Master', 'Police Story 2', 'Project A', 'Crime Story', 'The Fearless Hyena', 'Who Am I?', '1911']]
Predicted Ans:    Project A
Predicted Path:   Armour of God --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Project A
Path (Raw):       Armour of God --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Project A --[No Operation]--> Project A
Neg LogProb(↓):   1.128853
Path Entropy(↓):  1.754392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of elevator
Start Entity:     Elevator
Gold Answer:      [['Per Christian Ellefsen', 'Gard B. Eidsvold']]
Predicted Ans:    Per Christian Ellefsen
Predicted Path:   Elevator --[directed_by]--> Stig Svendsen --[(INV) directed_by]--> The Radio Pirates --[starred_actors]--> Per Christian Ellefsen
Path (Raw):       Elevator --[directed_by]--> Stig Svendsen --[(INV) directed_by]--> The Radio Pirates --[starred_actors]--> Per Christian Ellefsen
Neg LogProb(↓):   0.000614
Path Entropy(↓):  0.005529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film they died with their boots on
Start Entity:     They Died with Their Boots On
Gold Answer:      [['Wally Kline', 'Æneas MacKenzie']]
Predicted Ans:    Marguerite Roberts
Predicted Path:   They Died with Their Boots On --[written_by]--> Æneas MacKenzie --[(INV) written_by]--> Ivanhoe --[written_by]--> Marguerite Roberts
Path (Raw):       They Died with Their Boots On --[written_by]--> Æneas MacKenzie --[(INV) written_by]--> Ivanhoe --[written_by]--> Marguerite Roberts
Neg LogProb(↓):   0.316065
Path Entropy(↓):  0.985087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe sands of iwo jima in a few words
Start Entity:     Sands of Iwo Jima
Gold Answer:      [['allan dwan', 'world war ii', 'john wayne']]
Predicted Ans:    allan dwan
Predicted Path:   Sands of Iwo Jima --[has_tags]--> allan dwan --[(INV) has_tags]--> The Iron Mask --[has_tags]--> allan dwan
Path (Raw):       Sands of Iwo Jima --[has_tags]--> allan dwan --[(INV) has_tags]--> The Iron Mask --[has_tags]--> allan dwan
Neg LogProb(↓):   0.075542
Path Entropy(↓):  0.289368
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by joss ackland
Start Entity:     Joss Ackland
Gold Answer:      [['Richard Donner', 'Michael Cimino']]
Predicted Ans:    Michael Cimino
Predicted Path:   Joss Ackland --[(INV) starred_actors]--> The Sicilian --[directed_by]--> Michael Cimino
Path (Raw):       Joss Ackland --[No Operation]--> Joss Ackland --[(INV) starred_actors]--> The Sicilian --[directed_by]--> Michael Cimino
Neg LogProb(↓):   0.002478
Path Entropy(↓):  0.017323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of shattered
Start Entity:     Shattered
Gold Answer:      [['1995', '2000', '1997', '1993', '2004', '2006', '1985', '1981', '1984']]
Predicted Ans:    1991
Predicted Path:   Shattered --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Shattered --[release_year]--> 1991
Path (Raw):       Shattered --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Shattered --[release_year]--> 1991
Neg LogProb(↓):   0.816912
Path Entropy(↓):  1.600746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films written by jacques mayol
Start Entity:     Jacques Mayol
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jacques Mayol --[(INV) written_by]--> The Big Blue --[has_genre]--> Drama
Path (Raw):       Jacques Mayol --[No Operation]--> Jacques Mayol --[(INV) written_by]--> The Big Blue --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by black widow writers release
Start Entity:     Black Widow
Gold Answer:      [['1988', '1934', '1963', '1946', '2009', '1939', '1954', '1944', '1950', '1993', '1940', '1953', '1994', '1945', '1952']]
Predicted Ans:    1954
Predicted Path:   Black Widow --[written_by]--> Ronald Bass --[(INV) written_by]--> Black Widow --[release_year]--> 1954
Path (Raw):       Black Widow --[written_by]--> Ronald Bass --[(INV) written_by]--> Black Widow --[release_year]--> 1954
Neg LogProb(↓):   0.768898
Path Entropy(↓):  1.511330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the accidental tourist
Start Entity:     The Accidental Tourist
Gold Answer:      [['Michael Apted', 'Mick Jackson', 'Toni Kalem', 'Steven Spielberg', 'Lawrence Kasdan']]
Predicted Ans:    Steven Spielberg
Predicted Path:   The Accidental Tourist --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Raiders of the Lost Ark --[directed_by]--> Steven Spielberg
Path (Raw):       The Accidental Tourist --[written_by]--> Lawrence Kasdan --[(INV) written_by]--> Raiders of the Lost Ark --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   0.697697
Path Entropy(↓):  1.571056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of stanley kubrick's boxes
Start Entity:     Stanley Kubrick's Boxes
Gold Answer:      [['Kevin Spacey', 'Ewan McGregor', 'George Clooney', 'Jeff Bridges']]
Predicted Ans:    Jon Ronson
Predicted Path:   Stanley Kubrick's Boxes --[written_by]--> Jon Ronson --[(INV) written_by]--> Stanley Kubrick's Boxes --[starred_actors]--> Jon Ronson
Path (Raw):       Stanley Kubrick's Boxes --[written_by]--> Jon Ronson --[(INV) written_by]--> Stanley Kubrick's Boxes --[starred_actors]--> Jon Ronson
Neg LogProb(↓):   0.563527
Path Entropy(↓):  0.683541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did mercedes cabral star in
Start Entity:     Mercedes Cabral
Gold Answer:      [['Thy Womb']]
Predicted Ans:    Thy Womb
Predicted Path:   Mercedes Cabral --[(INV) starred_actors]--> Thy Womb --[starred_actors]--> Mercedes Cabral --[(INV) starred_actors]--> Thy Womb
Path (Raw):       Mercedes Cabral --[(INV) starred_actors]--> Thy Womb --[starred_actors]--> Mercedes Cabral --[(INV) starred_actors]--> Thy Womb
Neg LogProb(↓):   0.198946
Path Entropy(↓):  0.609304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the hunger games
Start Entity:     The Hunger Games
Gold Answer:      [['William H. Macy', 'Joan Allen', 'Tobey Maguire', 'Reese Witherspoon']]
Predicted Ans:    Stanley Tucci
Predicted Path:   The Hunger Games --[directed_by]--> Gary Ross --[(INV) directed_by]--> The Hunger Games --[starred_actors]--> Stanley Tucci
Path (Raw):       The Hunger Games --[directed_by]--> Gary Ross --[(INV) directed_by]--> The Hunger Games --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   0.016066
Path Entropy(↓):  0.092723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie the book of eli, when was it released
Start Entity:     The Book of Eli
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Book of Eli --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       The Book of Eli --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.667689
Path Entropy(↓):  4.122529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jerry reed were in which genres
Start Entity:     Jerry Reed
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit --[has_genre]--> Comedy
Path (Raw):       Jerry Reed --[No Operation]--> Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit --[has_genre]--> Comedy
Neg LogProb(↓):   0.300655
Path Entropy(↓):  0.834848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of exiled
Start Entity:     Exiled
Gold Answer:      [['Kelly Lin', 'Louis Koo', 'Francis Ng', 'Cherrie Ying', 'Robert De Niro', 'Sammi Cheng', 'Andy Lau', 'Aidan Quinn', 'Matthew Broderick', 'Andy On', 'Ray McAnally', 'Jeremy Irons', 'Melissa George', 'Daniel Wu', 'Michael Dorman', 'Nick Cheung', 'Kelly Chen', 'Richie Jen', 'Sylvie Testud', 'Johnny Hallyday', 'Aaron Kwok', 'Simon Yam', 'Ruby Wong', 'Reese Witherspoon']]
Predicted Ans:    Matthew Broderick
Predicted Path:   Exiled --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[starred_actors]--> Matthew Broderick
Path (Raw):       Exiled --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[starred_actors]--> Matthew Broderick
Neg LogProb(↓):   0.762540
Path Entropy(↓):  1.760728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by howard r. cohen
Start Entity:     Howard R. Cohen
Gold Answer:      [['Horror', 'Fantasy', 'Comedy']]
Predicted Ans:    Fantasy
Predicted Path:   Howard R. Cohen --[(INV) written_by]--> Barbarian Queen --[has_genre]--> Fantasy
Path (Raw):       Howard R. Cohen --[No Operation]--> Howard R. Cohen --[(INV) written_by]--> Barbarian Queen --[has_genre]--> Fantasy
Neg LogProb(↓):   0.036385
Path Entropy(↓):  0.154402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie deadly circuit released
Start Entity:     Deadly Circuit
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Deadly Circuit --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       Deadly Circuit --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.990744
Path Entropy(↓):  4.251428
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by gaby dellal
Start Entity:     Gaby Dellal
Gold Answer:      [['Sean McGinley', 'Mira Sorvino', 'Brenda Blethyn', 'Peter Mullan', 'Thomas Dekker']]
Predicted Ans:    Brenda Blethyn
Predicted Path:   Gaby Dellal --[(INV) directed_by]--> On a Clear Day --[starred_actors]--> Brenda Blethyn
Path (Raw):       Gaby Dellal --[No Operation]--> Gaby Dellal --[(INV) directed_by]--> On a Clear Day --[starred_actors]--> Brenda Blethyn
Neg LogProb(↓):   0.485184
Path Entropy(↓):  1.014392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by cliff de young were in which languages
Start Entity:     Cliff De Young
Gold Answer:      [['Japanese']]
Predicted Ans:    Kristen Bell
Predicted Path:   Cliff De Young --[(INV) starred_actors]--> Pulse --[starred_actors]--> Kristen Bell
Path (Raw):       Cliff De Young --[No Operation]--> Cliff De Young --[(INV) starred_actors]--> Pulse --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.421269
Path Entropy(↓):  1.249404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share actors with calling dr. gillespie fall under
Start Entity:     Calling Dr. Gillespie
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Calling Dr. Gillespie --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[has_genre]--> Comedy
Path (Raw):       Calling Dr. Gillespie --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.049738
Path Entropy(↓):  0.232928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the god of cookery
Start Entity:     The God of Cookery
Gold Answer:      [['2001', '2008', '2004', '1996', '1999', '1994']]
Predicted Ans:    1994
Predicted Path:   The God of Cookery --[directed_by]--> Stephen Chow --[(INV) directed_by]--> From Beijing with Love --[release_year]--> 1994
Path (Raw):       The God of Cookery --[directed_by]--> Stephen Chow --[(INV) directed_by]--> From Beijing with Love --[release_year]--> 1994
Neg LogProb(↓):   0.648712
Path Entropy(↓):  1.166357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the public eye
Start Entity:     The Public Eye
Gold Answer:      [['2001', '2011', '1990', '1997']]
Predicted Ans:    2001
Predicted Path:   The Public Eye --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust --[release_year]--> 2001
Path (Raw):       The Public Eye --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust --[release_year]--> 2001
Neg LogProb(↓):   0.232351
Path Entropy(↓):  0.672266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by claude nuridsany
Start Entity:     Claude Nuridsany
Gold Answer:      [['Marie Pérennou']]
Predicted Ans:    Claude Nuridsany
Predicted Path:   Claude Nuridsany --[(INV) directed_by]--> Microcosmos --[written_by]--> Claude Nuridsany
Path (Raw):       Claude Nuridsany --[No Operation]--> Claude Nuridsany --[(INV) directed_by]--> Microcosmos --[written_by]--> Claude Nuridsany
Neg LogProb(↓):   0.090758
Path Entropy(↓):  0.298851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies written by nitin kakkar
Start Entity:     Nitin Kakkar
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Nitin Kakkar --[(INV) written_by]--> Filmistaan --[in_language]--> Hindi
Path (Raw):       Nitin Kakkar --[No Operation]--> Nitin Kakkar --[(INV) written_by]--> Filmistaan --[in_language]--> Hindi
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by larry gross
Start Entity:     Larry Gross
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   Larry Gross --[(INV) written_by]--> 48 Hrs. --[directed_by]--> Walter Hill
Path (Raw):       Larry Gross --[No Operation]--> Larry Gross --[(INV) written_by]--> 48 Hrs. --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.020175
Path Entropy(↓):  0.097934
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film fast food fast women was written by who
Start Entity:     Fast Food Fast Women
Gold Answer:      [['Amos Kollek']]
Predicted Ans:    Amos Kollek
Predicted Path:   Fast Food Fast Women --[written_by]--> Amos Kollek --[(INV) written_by]--> Fast Food Fast Women --[written_by]--> Amos Kollek
Path (Raw):       Fast Food Fast Women --[written_by]--> Amos Kollek --[(INV) written_by]--> Fast Food Fast Women --[written_by]--> Amos Kollek
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of lamerica
Start Entity:     Lamerica
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lamerica --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Missing Star --[has_genre]--> Drama
Path (Raw):       Lamerica --[written_by]--> Gianni Amelio --[(INV) written_by]--> The Missing Star --[has_genre]--> Drama
Neg LogProb(↓):   0.277461
Path Entropy(↓):  0.555339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does patrick casey act in
Start Entity:     Patrick Casey
Gold Answer:      [['Transylmania']]
Predicted Ans:    Transylmania
Predicted Path:   Patrick Casey --[(INV) starred_actors]--> Transylmania --[starred_actors]--> Patrick Casey --[(INV) starred_actors]--> Transylmania
Path (Raw):       Patrick Casey --[(INV) starred_actors]--> Transylmania --[starred_actors]--> Patrick Casey --[(INV) starred_actors]--> Transylmania
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie our vines have tender grapes, when was it released
Start Entity:     Our Vines Have Tender Grapes
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Our Vines Have Tender Grapes --[release_year]--> 1945 --[(INV) release_year]--> A Bell for Adano --[release_year]--> 1945
Path (Raw):       Our Vines Have Tender Grapes --[release_year]--> 1945 --[(INV) release_year]--> A Bell for Adano --[release_year]--> 1945
Neg LogProb(↓):   2.864877
Path Entropy(↓):  3.921745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the gilded lily in
Start Entity:     The Gilded Lily
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Gilded Lily --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The Gilded Lily --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.677287
Path Entropy(↓):  2.754308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by count three and pray actors
Start Entity:     Count Three and Pray
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Count Three and Pray --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Delirious --[has_genre]--> Comedy
Path (Raw):       Count Three and Pray --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Delirious --[has_genre]--> Comedy
Neg LogProb(↓):   0.975484
Path Entropy(↓):  1.725977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did joe connelly write
Start Entity:     Joe Connelly
Gold Answer:      [['Leave It to Beaver', 'Bringing Out the Dead']]
Predicted Ans:    Leave It to Beaver
Predicted Path:   Joe Connelly --[(INV) written_by]--> Leave It to Beaver --[written_by]--> Bob Mosher --[(INV) written_by]--> Leave It to Beaver
Path (Raw):       Joe Connelly --[(INV) written_by]--> Leave It to Beaver --[written_by]--> Bob Mosher --[(INV) written_by]--> Leave It to Beaver
Neg LogProb(↓):   0.474705
Path Entropy(↓):  0.663517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of conviction
Start Entity:     Conviction
Gold Answer:      [['Pamela Gray']]
Predicted Ans:    Pamela Gray
Predicted Path:   Conviction --[written_by]--> Pamela Gray --[(INV) written_by]--> Conviction --[written_by]--> Pamela Gray
Path (Raw):       Conviction --[written_by]--> Pamela Gray --[(INV) written_by]--> Conviction --[written_by]--> Pamela Gray
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie sid and nancy in a few words
Start Entity:     Sid and Nancy
Gold Answer:      [['punk rock', 'gary oldman', 'alex cox', 'punk']]
Predicted Ans:    gary oldman
Predicted Path:   Sid and Nancy --[has_tags]--> gary oldman --[(INV) has_tags]--> The Unborn --[has_tags]--> gary oldman
Path (Raw):       Sid and Nancy --[has_tags]--> gary oldman --[(INV) has_tags]--> The Unborn --[has_tags]--> gary oldman
Neg LogProb(↓):   0.237850
Path Entropy(↓):  0.532340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was smoke released
Start Entity:     Smoke
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Smoke --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Smoke --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   2.481067
Path Entropy(↓):  3.883712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by henry bataille
Start Entity:     Henry Bataille
Gold Answer:      [['Alexander Korda']]
Predicted Ans:    Alexander Korda
Predicted Path:   Henry Bataille --[(INV) written_by]--> The Private Life of Don Juan --[directed_by]--> Alexander Korda
Path (Raw):       Henry Bataille --[No Operation]--> Henry Bataille --[(INV) written_by]--> The Private Life of Don Juan --[directed_by]--> Alexander Korda
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jean servais
Start Entity:     Jean Servais
Gold Answer:      [['Auguste Le Breton', 'Jules Dassin']]
Predicted Ans:    Jules Dassin
Predicted Path:   Jean Servais --[(INV) starred_actors]--> Rififi --[written_by]--> Jules Dassin
Path (Raw):       Jean Servais --[No Operation]--> Jean Servais --[(INV) starred_actors]--> Rififi --[written_by]--> Jules Dassin
Neg LogProb(↓):   0.044843
Path Entropy(↓):  0.179999
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the pool boys
Start Entity:     The Pool Boys
Gold Answer:      [['1995', '2001', '2004', '2006', '1999', '1994', '2002']]
Predicted Ans:    2006
Predicted Path:   The Pool Boys --[starred_actors]--> Efren Ramirez --[(INV) starred_actors]--> Crank --[release_year]--> 2006
Path (Raw):       The Pool Boys --[starred_actors]--> Efren Ramirez --[(INV) starred_actors]--> Crank --[release_year]--> 2006
Neg LogProb(↓):   0.083590
Path Entropy(↓):  0.363053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter kenta fukasaku co - wrote films with who
Start Entity:     Kenta Fukasaku
Gold Answer:      [['Koushun Takami']]
Predicted Ans:    Koushun Takami
Predicted Path:   Kenta Fukasaku --[(INV) written_by]--> Battle Royale --[written_by]--> Koushun Takami
Path (Raw):       Kenta Fukasaku --[No Operation]--> Kenta Fukasaku --[(INV) written_by]--> Battle Royale --[written_by]--> Koushun Takami
Neg LogProb(↓):   0.176417
Path Entropy(↓):  0.443604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of pelle the conqueror
Start Entity:     Pelle the Conqueror
Gold Answer:      [['Swedish', 'French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Pelle the Conqueror --[directed_by]--> Bille August --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Path (Raw):       Pelle the Conqueror --[directed_by]--> Bille August --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Neg LogProb(↓):   1.385722
Path Entropy(↓):  1.511440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the gigi director
Start Entity:     Gigi
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Gigi --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[in_language]--> French
Path (Raw):       Gigi --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[in_language]--> French
Neg LogProb(↓):   1.207007
Path Entropy(↓):  0.640998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by marcelo birmajer
Start Entity:     Marcelo Birmajer
Gold Answer:      [['Lost Embrace']]
Predicted Ans:    Empty Nest
Predicted Path:   Marcelo Birmajer --[(INV) written_by]--> Lost Embrace --[written_by]--> Daniel Burman --[(INV) written_by]--> Empty Nest
Path (Raw):       Marcelo Birmajer --[(INV) written_by]--> Lost Embrace --[written_by]--> Daniel Burman --[(INV) written_by]--> Empty Nest
Neg LogProb(↓):   0.314475
Path Entropy(↓):  0.586089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies directed by jack nicholson
Start Entity:     Jack Nicholson
Gold Answer:      [['Jeremy Larner']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Jack Nicholson --[(INV) directed_by]--> Goin' South --[directed_by]--> Jack Nicholson
Path (Raw):       Jack Nicholson --[No Operation]--> Jack Nicholson --[(INV) directed_by]--> Goin' South --[directed_by]--> Jack Nicholson
Neg LogProb(↓):   0.707738
Path Entropy(↓):  1.059554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie caramel are written by who
Start Entity:     Caramel
Gold Answer:      [['Nadine Labaki']]
Predicted Ans:    Nadine Labaki
Predicted Path:   Caramel --[directed_by]--> Nadine Labaki --[(INV) directed_by]--> Where Do We Go Now? --[written_by]--> Nadine Labaki
Path (Raw):       Caramel --[directed_by]--> Nadine Labaki --[(INV) directed_by]--> Where Do We Go Now? --[written_by]--> Nadine Labaki
Neg LogProb(↓):   0.057554
Path Entropy(↓):  0.215735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by joris ivens were in which languages
Start Entity:     Joris Ivens
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Joris Ivens --[(INV) directed_by]--> A Tale of the Wind --[in_language]--> French
Path (Raw):       Joris Ivens --[No Operation]--> Joris Ivens --[(INV) directed_by]--> A Tale of the Wind --[in_language]--> French
Neg LogProb(↓):   0.548186
Path Entropy(↓):  0.680937
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by james merendino were in which genres
Start Entity:     James Merendino
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   James Merendino --[(INV) directed_by]--> SLC Punk! --[has_genre]--> Comedy
Path (Raw):       James Merendino --[No Operation]--> James Merendino --[(INV) directed_by]--> SLC Punk! --[has_genre]--> Comedy
Neg LogProb(↓):   0.430184
Path Entropy(↓):  0.647267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in marleen gorris written films
Start Entity:     Marleen Gorris
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Marleen Gorris --[(INV) written_by]--> Antonia's Line --[in_language]--> Dutch
Path (Raw):       Marleen Gorris --[No Operation]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line --[in_language]--> Dutch
Neg LogProb(↓):   0.067728
Path Entropy(↓):  0.242465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of 13 tzameti
Start Entity:     13 Tzameti
Gold Answer:      [['2010']]
Predicted Ans:    2005
Predicted Path:   13 Tzameti --[written_by]--> Géla Babluani --[(INV) written_by]--> 13 Tzameti --[release_year]--> 2005
Path (Raw):       13 Tzameti --[written_by]--> Géla Babluani --[(INV) written_by]--> 13 Tzameti --[release_year]--> 2005
Neg LogProb(↓):   0.081048
Path Entropy(↓):  0.273489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of henri charriere written films
Start Entity:     Henri Charrière
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Henri Charrière --[(INV) written_by]--> Papillon --[release_year]--> 1973
Path (Raw):       Henri Charrière --[No Operation]--> Henri Charrière --[(INV) written_by]--> Papillon --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of little boy blue
Start Entity:     Little Boy Blue
Gold Answer:      [['Michael Boston']]
Predicted Ans:    Michael Boston
Predicted Path:   Little Boy Blue --[written_by]--> Michael Boston --[(INV) written_by]--> Little Boy Blue --[written_by]--> Michael Boston
Path (Raw):       Little Boy Blue --[written_by]--> Michael Boston --[(INV) written_by]--> Little Boy Blue --[written_by]--> Michael Boston
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with marcus nispel
Start Entity:     Marcus Nispel
Gold Answer:      [['Nils Gaup', 'Sean S. Cunningham', 'John Milius']]
Predicted Ans:    John Milius
Predicted Path:   Marcus Nispel --[(INV) directed_by]--> Conan the Barbarian --[directed_by]--> John Milius
Path (Raw):       Marcus Nispel --[No Operation]--> Marcus Nispel --[(INV) directed_by]--> Conan the Barbarian --[directed_by]--> John Milius
Neg LogProb(↓):   0.190810
Path Entropy(↓):  0.663089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did carrie henn act in
Start Entity:     Carrie Henn
Gold Answer:      [['Aliens']]
Predicted Ans:    Bye Bye Love
Predicted Path:   Carrie Henn --[(INV) starred_actors]--> Aliens --[starred_actors]--> Paul Reiser --[(INV) starred_actors]--> Bye Bye Love
Path (Raw):       Carrie Henn --[(INV) starred_actors]--> Aliens --[starred_actors]--> Paul Reiser --[(INV) starred_actors]--> Bye Bye Love
Neg LogProb(↓):   0.527570
Path Entropy(↓):  0.682953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe broadway danny rose
Start Entity:     Broadway Danny Rose
Gold Answer:      [['woody allen']]
Predicted Ans:    woody allen
Predicted Path:   Broadway Danny Rose --[has_tags]--> woody allen --[(INV) has_tags]--> Anything Else --[has_tags]--> woody allen
Path (Raw):       Broadway Danny Rose --[has_tags]--> woody allen --[(INV) has_tags]--> Anything Else --[has_tags]--> woody allen
Neg LogProb(↓):   0.816905
Path Entropy(↓):  1.560790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in 55 days at peking
Start Entity:     55 Days at Peking
Gold Answer:      [['Ava Gardner', 'David Niven', 'Charlton Heston']]
Predicted Ans:    Charlton Heston
Predicted Path:   55 Days at Peking --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Soylent Green --[starred_actors]--> Charlton Heston
Path (Raw):       55 Days at Peking --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Soylent Green --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.056795
Path Entropy(↓):  0.259536
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by anthony hickox
Start Entity:     Anthony Hickox
Gold Answer:      [['Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Anthony Hickox --[(INV) directed_by]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Anthony Hickox --[No Operation]--> Anthony Hickox --[(INV) directed_by]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   0.004631
Path Entropy(↓):  0.033245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of space cowboys
Start Entity:     Space Cowboys
Gold Answer:      [['Philip Kaufman', 'Paul Haggis', 'Ron Powers', 'James Bradley', 'Sonia Chernus', 'Marshall Brickman', 'Dustin Lance Black', 'Chris Kyle', 'David Webb Peoples', 'Pat Verducci', 'Dennis Hackin', 'Peter Viertel', 'Brian Helgeland', 'James Bridges', 'Boaz Yakin', 'Dennis Lehane', 'Richard LaGravenese', 'Robert James Waller', 'David Baldacci', 'Ernest Tidyman', 'John Berendt', 'Andrew Klavan', 'Rick Elice', 'Forrest Carter', 'F.X. Toole', 'Clancy Carlile', 'William Goldman', 'Craig Thomas', 'Joel Oliansky', 'John Carlin', 'Michael Connelly', 'Scott Spiegel', 'Jo Heims', 'Peter Morgan', 'J. Michael Straczynski', 'Burt Kennedy']]
Predicted Ans:    Craig Thomas
Predicted Path:   Space Cowboys --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[written_by]--> Craig Thomas
Path (Raw):       Space Cowboys --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[written_by]--> Craig Thomas
Neg LogProb(↓):   0.916368
Path Entropy(↓):  1.746787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with michel boisrond
Start Entity:     Michel Boisrond
Gold Answer:      [['Kelley Roos']]
Predicted Ans:    Kelley Roos
Predicted Path:   Michel Boisrond --[(INV) written_by]--> Come Dance with Me! --[written_by]--> Kelley Roos
Path (Raw):       Michel Boisrond --[No Operation]--> Michel Boisrond --[(INV) written_by]--> Come Dance with Me! --[written_by]--> Kelley Roos
Neg LogProb(↓):   0.000137
Path Entropy(↓):  0.001354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the dawn patrol
Start Entity:     The Dawn Patrol
Gold Answer:      [['Errol Flynn', 'Basil Rathbone', 'David Niven']]
Predicted Ans:    Basil Rathbone
Predicted Path:   The Dawn Patrol --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Path (Raw):       The Dawn Patrol --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.095684
Path Entropy(↓):  0.397164
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does dick foran appear in
Start Entity:     Dick Foran
Gold Answer:      [['The Atomic Submarine', 'Black Legion', 'My Little Chickadee']]
Predicted Ans:    My Little Chickadee
Predicted Path:   Dick Foran --[(INV) starred_actors]--> My Little Chickadee --[starred_actors]--> Mae West --[(INV) starred_actors]--> My Little Chickadee
Path (Raw):       Dick Foran --[(INV) starred_actors]--> My Little Chickadee --[starred_actors]--> Mae West --[(INV) starred_actors]--> My Little Chickadee
Neg LogProb(↓):   0.403908
Path Entropy(↓):  0.920547
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by scott sanders
Start Entity:     Scott Sanders
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Scott Sanders --[(INV) directed_by]--> Thick as Thieves --[release_year]--> 2009
Path (Raw):       Scott Sanders --[No Operation]--> Scott Sanders --[(INV) directed_by]--> Thick as Thieves --[release_year]--> 2009
Neg LogProb(↓):   0.023704
Path Entropy(↓):  0.111109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote everybody's famous!
Start Entity:     Everybody's Famous!
Gold Answer:      [['2007', '1987']]
Predicted Ans:    1987
Predicted Path:   Everybody's Famous! --[written_by]--> Dominique Deruddere --[(INV) written_by]--> Crazy Love --[release_year]--> 1987
Path (Raw):       Everybody's Famous! --[written_by]--> Dominique Deruddere --[(INV) written_by]--> Crazy Love --[release_year]--> 1987
Neg LogProb(↓):   0.243741
Path Entropy(↓):  0.575876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie alex cross were in which languages
Start Entity:     Alex Cross
Gold Answer:      [['Japanese']]
Predicted Ans:    Tyler Perry
Predicted Path:   Alex Cross --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Madea Goes to Jail --[directed_by]--> Tyler Perry
Path (Raw):       Alex Cross --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Madea Goes to Jail --[directed_by]--> Tyler Perry
Neg LogProb(↓):   0.357684
Path Entropy(↓):  1.181441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film my foolish heart were in which languages
Start Entity:     My Foolish Heart
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   My Foolish Heart --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro --[in_language]--> French
Path (Raw):       My Foolish Heart --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro --[in_language]--> French
Neg LogProb(↓):   0.323700
Path Entropy(↓):  0.607646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the black cat in
Start Entity:     The Black Cat
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Black Cat --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> The Tomb of Ligeia --[in_language]--> English
Path (Raw):       The Black Cat --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> The Tomb of Ligeia --[in_language]--> English
Neg LogProb(↓):   0.463492
Path Entropy(↓):  0.744391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the illusionist
Start Entity:     The Illusionist
Gold Answer:      [['Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Gérard Depardieu', 'Gurinder Chadha', 'Wes Craven', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Jacques Tati', 'Neil Burger', 'Alexander Payne']]
Predicted Ans:    Sylvain Chomet
Predicted Path:   The Illusionist --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Triplets of Belleville --[directed_by]--> Sylvain Chomet
Path (Raw):       The Illusionist --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Triplets of Belleville --[directed_by]--> Sylvain Chomet
Neg LogProb(↓):   0.305606
Path Entropy(↓):  0.644126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is orchestra rehearsal in
Start Entity:     Orchestra Rehearsal
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Orchestra Rehearsal --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Orchestra Rehearsal --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.045820
Path Entropy(↓):  2.257504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by roseanne barr were directed by who
Start Entity:     Roseanne Barr
Gold Answer:      [['Paul Auster', 'Susan Seidelman', 'Wayne Wang']]
Predicted Ans:    Wayne Wang
Predicted Path:   Roseanne Barr --[(INV) starred_actors]--> Blue in the Face --[directed_by]--> Wayne Wang
Path (Raw):       Roseanne Barr --[No Operation]--> Roseanne Barr --[(INV) starred_actors]--> Blue in the Face --[directed_by]--> Wayne Wang
Neg LogProb(↓):   0.311438
Path Entropy(↓):  0.823216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the prizefighter and the lady fall under
Start Entity:     The Prizefighter and the Lady
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Prizefighter and the Lady --[starred_actors]--> Myrna Loy --[(INV) starred_actors]--> Wife vs. Secretary --[has_genre]--> Comedy
Path (Raw):       The Prizefighter and the Lady --[starred_actors]--> Myrna Loy --[(INV) starred_actors]--> Wife vs. Secretary --[has_genre]--> Comedy
Neg LogProb(↓):   0.625695
Path Entropy(↓):  1.648299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of naked childhood
Start Entity:     Naked Childhood
Gold Answer:      [['Gérard Depardieu', 'Jacques Dutronc', 'Maurice Pialat', 'Jean Yanne', 'Wesley Ruggles', 'Edna Purviance', 'Isabelle Huppert', 'Sophie Marceau']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   Naked Childhood --[directed_by]--> Maurice Pialat --[(INV) directed_by]--> Police --[starred_actors]--> Gérard Depardieu
Path (Raw):       Naked Childhood --[directed_by]--> Maurice Pialat --[(INV) directed_by]--> Police --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.221685
Path Entropy(↓):  0.748004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with ted
Start Entity:     Ted
Gold Answer:      [['A Million Ways to Die in the West', 'Blue Harvest']]
Predicted Ans:    Ted
Predicted Path:   Ted --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted
Path (Raw):       Ted --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[No Operation]--> Ted
Neg LogProb(↓):   0.221169
Path Entropy(↓):  0.624021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of the last detail
Start Entity:     The Last Detail
Gold Answer:      [['1976', '1978', '1970', '1975', '1971', '1982', '1985', '1979', '1986']]
Predicted Ans:    1986
Predicted Path:   The Last Detail --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Path (Raw):       The Last Detail --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Neg LogProb(↓):   0.934557
Path Entropy(↓):  1.610780
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the joker is wild also starred in which movies
Start Entity:     The Joker Is Wild
Gold Answer:      [['Robin and the 7 Hoods', 'The First Deadly Sin', "I'll Cry Tomorrow", 'High Society', 'A Hole in the Head', 'Can-Can', 'Pal Joey', 'Lady in Cement', 'The Roots of Heaven', 'Cheaper by the Dozen', 'Anything Goes', 'A Letter to Three Wives', "The Devil's Rain", "The Devil at 4 O'Clock", 'The Fuller Brush Girl', 'Tony Rome', 'Higher and Higher', 'Assault on a Queen', 'State Fair', 'Les Girls', 'The Tender Trap', 'Pinky', 'Take Me Out to the Ball Game', 'Double Dynamite', 'Guys and Dolls', 'The Manchurian Candidate', 'Captain Newman, M.D.', 'People Will Talk', "Ocean's 11", 'The Pride and the Passion', 'Anchors Aweigh', 'South Pacific', 'Orders to Kill', 'Young at Heart', 'Leave Her to Heaven', 'Attack', 'Head Office', 'Madison Avenue', 'Suddenly', 'Cannonball Run II', '4 for Texas', 'Dirty Dingus Magee', 'The Detective', 'Come Blow Your Horn', "Von Ryan's Express", 'McQ', 'Not as a Stranger', 'The Man with the Golden Arm', 'Some Came Running', 'The Fastest Gun Alive', 'On the Town']]
Predicted Ans:    Can-Can
Predicted Path:   The Joker Is Wild --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Can-Can
Path (Raw):       The Joker Is Wild --[starred_actors]--> Frank Sinatra --[No Operation]--> Frank Sinatra --[(INV) starred_actors]--> Can-Can
Neg LogProb(↓):   1.411451
Path Entropy(↓):  2.555770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in hobson's choice
Start Entity:     Hobson's Choice
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Hobson's Choice --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> The Paradine Case --[in_language]--> English
Path (Raw):       Hobson's Choice --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> The Paradine Case --[in_language]--> English
Neg LogProb(↓):   0.210053
Path Entropy(↓):  0.506514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in donovan's echo
Start Entity:     Donovan's Echo
Gold Answer:      [['2008', '2003', '1992', '1959', '1993', '2006', '1985', '1974', '2007', '1998', '2009', '1951', '2010', '2004', '2014', '1994', '1995', '1990', '1989', '2002', '1981', '2011', '2013', '1988', '1997', '1991', '1987']]
Predicted Ans:    1995
Predicted Path:   Donovan's Echo --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[release_year]--> 1995
Path (Raw):       Donovan's Echo --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[release_year]--> 1995
Neg LogProb(↓):   1.590924
Path Entropy(↓):  2.360230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of panther
Start Entity:     Panther
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Panther --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Panther --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   2.801885
Path Entropy(↓):  4.064773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by they might be giants writers release
Start Entity:     They Might Be Giants
Gold Answer:      [['1971', '1976', '1968']]
Predicted Ans:    1976
Predicted Path:   They Might Be Giants --[written_by]--> James Goldman --[(INV) written_by]--> Robin and Marian --[release_year]--> 1976
Path (Raw):       They Might Be Giants --[written_by]--> James Goldman --[(INV) written_by]--> Robin and Marian --[release_year]--> 1976
Neg LogProb(↓):   0.592932
Path Entropy(↓):  0.933170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hold back the dawn were in which languages
Start Entity:     Hold Back the Dawn
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Hold Back the Dawn --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> Kitty --[in_language]--> English
Path (Raw):       Hold Back the Dawn --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> Kitty --[in_language]--> English
Neg LogProb(↓):   0.289297
Path Entropy(↓):  0.826018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with v / h / s / 2 fall under
Start Entity:     V/H/S/2
Gold Answer:      [['Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   V/H/S/2 --[directed_by]--> Simon Barrett --[(INV) directed_by]--> V/H/S/2 --[has_genre]--> Horror
Path (Raw):       V/H/S/2 --[directed_by]--> Simon Barrett --[(INV) directed_by]--> V/H/S/2 --[has_genre]--> Horror
Neg LogProb(↓):   1.323723
Path Entropy(↓):  1.595536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by sarah michelle gellar
Start Entity:     Sarah Michelle Gellar
Gold Answer:      [['Judith Roberts', 'Lois Duncan', 'James Toback', 'James Gunn', 'Kevin Munroe', 'Neil LaBute', 'Kevin Williamson', 'Paulo Coelho', 'Peter Laird', 'Choderlos de Laclos', 'Takashi Shimizu', 'Stephen Susco']]
Predicted Ans:    Neil LaBute
Predicted Path:   Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Path (Raw):       Sarah Michelle Gellar --[No Operation]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Neg LogProb(↓):   0.006192
Path Entropy(↓):  0.044967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of across the pacific
Start Entity:     Across the Pacific
Gold Answer:      [['Laurence Stallings', 'Carol Sobieski', 'Arch Oboler', 'Albert Band', 'Dashiell Hammett', 'John Huston', 'Carson McCullers', 'Lou Breslow', 'John Van Druten', 'Romain Gary', 'John Milius', 'Richard Emery Roberts', 'Thomas Meehan', 'Charles Shaw', 'Leonard Gardner', 'Pierre La Mure', 'William J. Makin', 'Harold Gray', 'Richard Condon', 'Janet Roach', 'James Agee', 'Arthur Miller', 'Elizabeth von Arnim', 'Ellen Glasgow', 'John Patrick', 'George Oppenheimer', 'Herbert Dalmas', 'Brown Holmes', 'Maude Fulton', 'Guy Gallo', 'Malcolm Lowry', 'Ray Bradbury', 'Truman Capote', 'Maxwell Anderson', 'Roy Huggins', 'John Melson', 'Tennessee Williams', "Flannery O'Connor", 'Harry Kurnitz', 'Claud Cockburn', 'Wendell Mayes', 'B. Traven', 'Anthony Veiller', 'Rudyard Kipling', 'Alan Le May', 'Philip MacDonald', 'James Gunn', 'George Kelly', 'Stephen Crane', 'Howard Koch', 'Will Gluck', 'Noel Behn', 'Gladys Hill', 'Richard Brooks', 'Herman Melville', 'John Lee Mahin', 'Ivan Goff', 'Ben Roberts', 'James Joyce']]
Predicted Ans:    John Huston
Predicted Path:   Across the Pacific --[directed_by]--> John Huston --[(INV) directed_by]--> The African Queen --[written_by]--> John Huston
Path (Raw):       Across the Pacific --[directed_by]--> John Huston --[(INV) directed_by]--> The African Queen --[written_by]--> John Huston
Neg LogProb(↓):   1.134390
Path Entropy(↓):  1.616684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie showgirls
Start Entity:     Showgirls
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Showgirls --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Showgirls --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   3.277869
Path Entropy(↓):  4.476541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie prince of the city
Start Entity:     Prince of the City
Gold Answer:      [['Sidney Lumet', 'Robert Daley']]
Predicted Ans:    Sidney Lumet
Predicted Path:   Prince of the City --[written_by]--> Sidney Lumet --[(INV) written_by]--> Prince of the City --[written_by]--> Sidney Lumet
Path (Raw):       Prince of the City --[written_by]--> Sidney Lumet --[(INV) written_by]--> Prince of the City --[written_by]--> Sidney Lumet
Neg LogProb(↓):   0.060967
Path Entropy(↓):  0.240551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was douglas buck the writer of
Start Entity:     Douglas Buck
Gold Answer:      [['The Theatre Bizarre']]
Predicted Ans:    The Theatre Bizarre
Predicted Path:   Douglas Buck --[(INV) written_by]--> The Theatre Bizarre --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre
Path (Raw):       Douglas Buck --[(INV) written_by]--> The Theatre Bizarre --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre
Neg LogProb(↓):   0.018858
Path Entropy(↓):  0.106514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie airplane! were in which genres
Start Entity:     Airplane!
Gold Answer:      [['Sport', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Airplane! --[written_by]--> David Zucker --[(INV) written_by]--> Top Secret! --[has_genre]--> Comedy
Path (Raw):       Airplane! --[written_by]--> David Zucker --[(INV) written_by]--> Top Secret! --[has_genre]--> Comedy
Neg LogProb(↓):   0.602425
Path Entropy(↓):  1.421218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the emperor jones actors
Start Entity:     The Emperor Jones
Gold Answer:      [['Musical', 'Drama', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Emperor Jones --[starred_actors]--> Dudley Digges --[(INV) starred_actors]--> The Maltese Falcon --[has_genre]--> Crime
Path (Raw):       The Emperor Jones --[starred_actors]--> Dudley Digges --[(INV) starred_actors]--> The Maltese Falcon --[has_genre]--> Crime
Neg LogProb(↓):   0.743366
Path Entropy(↓):  0.927977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was joseph stone a writer on
Start Entity:     Joseph Stone
Gold Answer:      [['Operation Petticoat']]
Predicted Ans:    Operation Petticoat
Predicted Path:   Joseph Stone --[(INV) written_by]--> Operation Petticoat --[written_by]--> Joseph Stone --[(INV) written_by]--> Operation Petticoat
Path (Raw):       Joseph Stone --[(INV) written_by]--> Operation Petticoat --[written_by]--> Joseph Stone --[(INV) written_by]--> Operation Petticoat
Neg LogProb(↓):   0.077925
Path Entropy(↓):  0.330058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the gypsy moths starred who
Start Entity:     The Gypsy Moths
Gold Answer:      [['Bruce Dern', 'William Forsythe', 'Scott Glenn', 'Jean Reno', 'Angela Lansbury', 'Robert Foxworth', 'Michael Gambon', 'Andrew McCarthy', 'Valeria Golino', 'Marlon Brando', 'Robert De Niro', 'Gregory Peck', 'Michael Caine', 'Jeanne Moreau', 'Alan Bates', 'Alec Baldwin', 'Warren Beatty', 'Fredric March', 'Vanity', 'Tuesday Weld', 'Robert Shaw', 'Ben Affleck', 'James Garner', 'Penelope Ann Miller', 'Yves Montand', 'Fernando Rey', 'Eva Marie Saint', 'Stellan Skarsgård', 'Natascha McElhone', 'David Thewlis', 'Thelma Ritter', 'Edward Andrews', 'Paul Scofield', 'Dina Merrill', 'Val Kilmer', 'Barbara Steele', 'Robert Ryan', 'Roy Scheider', 'Bob Balaban', 'Barbara Carrera', 'Janet Leigh', 'Nigel Davenport', 'Sharon Stone', 'Michael York', 'Gene Hackman', 'Burt Lancaster', 'Kirk Douglas', 'Richard Harris', 'Donald Sutherland', 'Don Johnson', 'Ava Gardner', 'Laurence Harvey', 'Armand Assante', 'Ivo Garrani', 'Fairuza Balk', 'Talia Shire', 'Frank Sinatra', 'Darren McGavin', 'John Richardson', 'Marthe Keller', 'Rock Hudson']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Gypsy Moths --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       The Gypsy Moths --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.262823
Path Entropy(↓):  0.975055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in dinner at eight
Start Entity:     Dinner at Eight
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Dinner at Eight --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Dinner at Eight --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.359095
Path Entropy(↓):  0.626825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did nathaniel hawthorne write
Start Entity:     Nathaniel Hawthorne
Gold Answer:      [['The Scarlet Letter', 'The House of the Seven Gables']]
Predicted Ans:    The Scarlet Letter
Predicted Path:   Nathaniel Hawthorne --[(INV) written_by]--> The Scarlet Letter --[written_by]--> Nathaniel Hawthorne --[(INV) written_by]--> The Scarlet Letter
Path (Raw):       Nathaniel Hawthorne --[(INV) written_by]--> The Scarlet Letter --[written_by]--> Nathaniel Hawthorne --[(INV) written_by]--> The Scarlet Letter
Neg LogProb(↓):   3.307462
Path Entropy(↓):  3.354311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by luca fazzi were directed by who
Start Entity:     Luca Fazzi
Gold Answer:      [['Bertrand Bonello']]
Predicted Ans:    Bertrand Bonello
Predicted Path:   Luca Fazzi --[(INV) written_by]--> Tiresia --[directed_by]--> Bertrand Bonello
Path (Raw):       Luca Fazzi --[No Operation]--> Luca Fazzi --[(INV) written_by]--> Tiresia --[directed_by]--> Bertrand Bonello
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the omen
Start Entity:     The Omen
Gold Answer:      [['John Frankenheimer', 'David Seltzer']]
Predicted Ans:    John Frankenheimer
Predicted Path:   The Omen --[written_by]--> David Seltzer --[(INV) written_by]--> Prophecy --[directed_by]--> John Frankenheimer
Path (Raw):       The Omen --[written_by]--> David Seltzer --[(INV) written_by]--> Prophecy --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   1.221771
Path Entropy(↓):  1.964949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by chris fuhrman
Start Entity:     Chris Fuhrman
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Chris Fuhrman --[(INV) written_by]--> The Dangerous Lives of Altar Boys --[release_year]--> 2002
Path (Raw):       Chris Fuhrman --[No Operation]--> Chris Fuhrman --[(INV) written_by]--> The Dangerous Lives of Altar Boys --[release_year]--> 2002
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was fire - eater released
Start Entity:     Fire-Eater
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Fire-Eater --[release_year]--> 1998 --[(INV) release_year]--> Dad Savage --[release_year]--> 1998
Path (Raw):       Fire-Eater --[release_year]--> 1998 --[(INV) release_year]--> Dad Savage --[release_year]--> 1998
Neg LogProb(↓):   3.044028
Path Entropy(↓):  4.184573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by finding bliss actors
Start Entity:     Finding Bliss
Gold Answer:      [['Drama', 'Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Finding Bliss --[starred_actors]--> Leelee Sobieski --[(INV) starred_actors]--> Joy Ride --[has_genre]--> Thriller
Path (Raw):       Finding Bliss --[starred_actors]--> Leelee Sobieski --[(INV) starred_actors]--> Joy Ride --[has_genre]--> Thriller
Neg LogProb(↓):   0.200083
Path Entropy(↓):  0.545574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by dylan mcdermott
Start Entity:     Dylan McDermott
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Dylan McDermott --[(INV) starred_actors]--> Olympus Has Fallen --[has_genre]--> Action
Path (Raw):       Dylan McDermott --[No Operation]--> Dylan McDermott --[(INV) starred_actors]--> Olympus Has Fallen --[has_genre]--> Action
Neg LogProb(↓):   0.009423
Path Entropy(↓):  0.058973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the paper will be blue also wrote which films
Start Entity:     The Paper Will Be Blue
Gold Answer:      [['Tuesday, After Christmas']]
Predicted Ans:    Tuesday, After Christmas
Predicted Path:   The Paper Will Be Blue --[written_by]--> Radu Muntean --[(INV) written_by]--> Tuesday, After Christmas
Path (Raw):       The Paper Will Be Blue --[written_by]--> Radu Muntean --[(INV) written_by]--> Tuesday, After Christmas --[No Operation]--> Tuesday, After Christmas
Neg LogProb(↓):   0.001350
Path Entropy(↓):  0.011060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie scaramouche
Start Entity:     Scaramouche
Gold Answer:      [['Don Hartman', 'J. Lee Thompson', 'Fritz Lang', 'George Cukor', 'John Cromwell', 'Andrew Marton', 'Edward Buzzell', 'Roy Rowland', 'Richard Fleischer', 'Richard Quine', 'Richard Thorpe', 'Giulio Paradisi', 'H. Bruce Humberstone', 'Thomas McCarthy', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'King Vidor', 'Jerry Lewis', 'John Frankenheimer', 'George Marshall', 'Anthony Mann', 'Byron Haskin', 'George Sidney', 'Frank Capra', 'Henry King', 'Gus Van Sant', 'Russell Rouse', 'Jack Arnold', 'John Carpenter', 'Leslie Arliss', 'John Rich', 'Curtis Bernhardt', 'Ricou Browning', 'Alexander Hall', 'Vincente Minnelli', 'Jack Webb', 'Alfred L. Werker', 'Alfred Hitchcock', 'Peter Godfrey', 'William F. Claxton', 'Arthur Crabtree', 'Fred Zinnemann', 'William Wyler', 'Jules Furthman', 'Orson Welles', 'Josef von Sternberg', 'Rupert Wainwright', 'Robert Stevenson', 'Clarence Brown', 'Compton Bennett']]
Predicted Ans:    Richard Thorpe
Predicted Path:   Scaramouche --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Path (Raw):       Scaramouche --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.582036
Path Entropy(↓):  1.304963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the man with the golden gun
Start Entity:     The Man with the Golden Gun
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   The Man with the Golden Gun --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       The Man with the Golden Gun --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.287219
Path Entropy(↓):  3.791832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of contraband
Start Entity:     Contraband
Gold Answer:      [['Uncovered', 'Heaven', 'Click', 'Flight of the Phoenix', 'The Fighter', 'Haunted', 'The Trials of Cate McCall', 'Boiler Room', 'Stonehearst Asylum', 'Lone Survivor', 'The Italian Job', '2 Guns', 'Four Brothers', 'Shooter', 'Middle Men', 'The Gambler', 'The Corruptor', 'Tiptoes', 'Van Helsing', 'Much Ado About Nothing', 'The Big White', 'Traveller', 'The Yards', 'Emma', 'The Messenger', "Bang Bang You're Dead", 'Ted', 'Pearl Harbor', 'Total Recall', 'Vacancy', 'The Other Guys', 'Pandorum', 'Snow Angels', 'The Other Sister', 'Brokedown Palace', 'Get Over It', 'Fear', 'Rock Star', 'The Gift', 'Cold Comfort Farm', 'Laurel Canyon', 'Serendipity', 'The Lovely Bones', 'The Dog Problem', 'Max Payne', 'Planet of the Apes', 'Broken City', 'The Last Days of Disco', 'The Departed', 'Invincible', 'The Aviator', "Everybody's Fine", 'The Mod Squad', 'Underworld', 'Whiteout', 'The Big Hit', 'Three Kings', 'The Perfect Storm']]
Predicted Ans:    Planet of the Apes
Predicted Path:   Contraband --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Planet of the Apes
Path (Raw):       Contraband --[starred_actors]--> Mark Wahlberg --[No Operation]--> Mark Wahlberg --[(INV) starred_actors]--> Planet of the Apes
Neg LogProb(↓):   0.532511
Path Entropy(↓):  1.296893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the godzilla vs. megalon director release
Start Entity:     Godzilla vs. Megalon
Gold Answer:      [['1966', '1974', '1972', '1967']]
Predicted Ans:    1973
Predicted Path:   Godzilla vs. Megalon --[directed_by]--> Jun Fukuda --[(INV) directed_by]--> Godzilla vs. Megalon --[release_year]--> 1973
Path (Raw):       Godzilla vs. Megalon --[directed_by]--> Jun Fukuda --[(INV) directed_by]--> Godzilla vs. Megalon --[release_year]--> 1973
Neg LogProb(↓):   0.671088
Path Entropy(↓):  1.037188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in loving
Start Entity:     Loving
Gold Answer:      [['Eva Marie Saint', 'George Segal', 'Sterling Hayden', 'Keenan Wynn']]
Predicted Ans:    Sterling Hayden
Predicted Path:   Loving --[starred_actors]--> Sterling Hayden --[(INV) starred_actors]--> Zero Hour! --[starred_actors]--> Sterling Hayden
Path (Raw):       Loving --[starred_actors]--> Sterling Hayden --[(INV) starred_actors]--> Zero Hour! --[starred_actors]--> Sterling Hayden
Neg LogProb(↓):   0.522865
Path Entropy(↓):  1.020317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by matt drake in
Start Entity:     Matt Drake
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Matt Drake --[(INV) written_by]--> Project X --[has_genre]--> Comedy
Path (Raw):       Matt Drake --[No Operation]--> Matt Drake --[(INV) written_by]--> Project X --[has_genre]--> Comedy
Neg LogProb(↓):   0.000041
Path Entropy(↓):  0.000455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the wackness also wrote which movies
Start Entity:     The Wackness
Gold Answer:      [['Warm Bodies']]
Predicted Ans:    Warm Bodies
Predicted Path:   The Wackness --[written_by]--> Jonathan Levine --[(INV) written_by]--> Warm Bodies
Path (Raw):       The Wackness --[written_by]--> Jonathan Levine --[(INV) written_by]--> Warm Bodies --[No Operation]--> Warm Bodies
Neg LogProb(↓):   0.070853
Path Entropy(↓):  0.253969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by lee marvin
Start Entity:     lee marvin
Gold Answer:      [['Gorky Park', 'Paint Your Wagon', 'Cat Ballou', 'Gorilla at Large', 'The Dirty Dozen', 'The Man Who Shot Liberty Valance']]
Predicted Ans:    The Man Who Shot Liberty Valance
Predicted Path:   lee marvin --[(INV) has_tags]--> The Man Who Shot Liberty Valance --[has_tags]--> edmond o'brien --[(INV) has_tags]--> The Man Who Shot Liberty Valance
Path (Raw):       lee marvin --[(INV) has_tags]--> The Man Who Shot Liberty Valance --[has_tags]--> edmond o'brien --[(INV) has_tags]--> The Man Who Shot Liberty Valance
Neg LogProb(↓):   1.101615
Path Entropy(↓):  1.415241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the rescuers down under were in which genres
Start Entity:     The Rescuers Down Under
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Rescuers Down Under --[starred_actors]--> Bob Newhart --[(INV) starred_actors]--> Little Miss Marker --[has_genre]--> Comedy
Path (Raw):       The Rescuers Down Under --[starred_actors]--> Bob Newhart --[(INV) starred_actors]--> Little Miss Marker --[has_genre]--> Comedy
Neg LogProb(↓):   1.383944
Path Entropy(↓):  2.038684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does dan futterman appear in
Start Entity:     Dan Futterman
Gold Answer:      [['A Mighty Heart']]
Predicted Ans:    A Mighty Heart
Predicted Path:   Dan Futterman --[(INV) starred_actors]--> A Mighty Heart --[starred_actors]--> Dan Futterman --[(INV) starred_actors]--> A Mighty Heart
Path (Raw):       Dan Futterman --[(INV) starred_actors]--> A Mighty Heart --[starred_actors]--> Dan Futterman --[(INV) starred_actors]--> A Mighty Heart
Neg LogProb(↓):   0.000591
Path Entropy(↓):  0.005391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did sally field act in
Start Entity:     Sally Field
Gold Answer:      [['Smokey and the Bandit', 'The End', 'Places in the Heart', 'Soapdish', 'Kiss Me Goodbye', 'Eye for an Eye', 'Stay Hungry', 'Forrest Gump', "Murphy's Romance", 'Lincoln', 'Not Without My Daughter', 'Punchline', 'Mrs. Doubtfire', 'Norma Rae', 'Absence of Malice', 'Beyond the Poseidon Adventure', 'Hooper']]
Predicted Ans:    The Way Back
Predicted Path:   Sally Field --[(INV) starred_actors]--> Eye for an Eye --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back
Path (Raw):       Sally Field --[(INV) starred_actors]--> Eye for an Eye --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back
Neg LogProb(↓):   0.646718
Path Entropy(↓):  1.572560
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by the screenwriter of congorama
Start Entity:     Congorama
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Congorama --[written_by]--> Philippe Falardeau --[(INV) written_by]--> Monsieur Lazhar --[has_genre]--> Drama
Path (Raw):       Congorama --[written_by]--> Philippe Falardeau --[(INV) written_by]--> Monsieur Lazhar --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by john krokidas
Start Entity:     John Krokidas
Gold Answer:      [['Alexander Skarsgård', 'Fares Fares', 'Andreas Wilson']]
Predicted Ans:    Fares Fares
Predicted Path:   John Krokidas --[(INV) directed_by]--> Kill Your Darlings --[starred_actors]--> Fares Fares
Path (Raw):       John Krokidas --[No Operation]--> John Krokidas --[(INV) directed_by]--> Kill Your Darlings --[starred_actors]--> Fares Fares
Neg LogProb(↓):   0.048707
Path Entropy(↓):  0.224364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe asylum
Start Entity:     Asylum
Gold Answer:      [['asylum']]
Predicted Ans:    amicus
Predicted Path:   Asylum --[has_tags]--> amicus --[(INV) has_tags]--> The Vault of Horror --[has_tags]--> amicus
Path (Raw):       Asylum --[has_tags]--> amicus --[(INV) has_tags]--> The Vault of Horror --[has_tags]--> amicus
Neg LogProb(↓):   0.047144
Path Entropy(↓):  0.222194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by georges corraface
Start Entity:     Georges Corraface
Gold Answer:      [['Tassos Boulmetis']]
Predicted Ans:    Tassos Boulmetis
Predicted Path:   Georges Corraface --[(INV) starred_actors]--> A Touch of Spice --[directed_by]--> Tassos Boulmetis
Path (Raw):       Georges Corraface --[No Operation]--> Georges Corraface --[(INV) starred_actors]--> A Touch of Spice --[directed_by]--> Tassos Boulmetis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by ben coccio
Start Entity:     Ben Coccio
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ben Coccio --[(INV) written_by]--> The Place Beyond the Pines --[has_genre]--> Drama
Path (Raw):       Ben Coccio --[No Operation]--> Ben Coccio --[(INV) written_by]--> The Place Beyond the Pines --[has_genre]--> Drama
Neg LogProb(↓):   0.012859
Path Entropy(↓):  0.068560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is big nothing
Start Entity:     Big Nothing
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Big Nothing --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Big Nothing --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.192444
Path Entropy(↓):  4.512295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe teen beach movie in a few words
Start Entity:     Teen Beach Movie
Gold Answer:      [['teen']]
Predicted Ans:    garry marshall
Predicted Path:   Teen Beach Movie --[has_tags]--> teen --[(INV) has_tags]--> The Princess Diaries --[has_tags]--> garry marshall
Path (Raw):       Teen Beach Movie --[has_tags]--> teen --[(INV) has_tags]--> The Princess Diaries --[has_tags]--> garry marshall
Neg LogProb(↓):   0.049835
Path Entropy(↓):  0.236363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote turtles can fly
Start Entity:     Turtles Can Fly
Gold Answer:      [['2006', '2000', '2002', '2009']]
Predicted Ans:    2004
Predicted Path:   Turtles Can Fly --[written_by]--> Bahman Ghobadi --[(INV) written_by]--> Turtles Can Fly --[release_year]--> 2004
Path (Raw):       Turtles Can Fly --[written_by]--> Bahman Ghobadi --[(INV) written_by]--> Turtles Can Fly --[release_year]--> 2004
Neg LogProb(↓):   0.464421
Path Entropy(↓):  0.692492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by the director of the crimson pirate starred who
Start Entity:     The Crimson Pirate
Gold Answer:      [['Dean Harens', 'Aleksandr Gordon', 'Sabu', 'Jon Hall', 'Maria Montez', 'Gregory Peck', 'Barbara Stanwyck', "Edmond O'Brien", 'Ella Raines', 'Charles Laughton', 'Lee Marvin', 'Angie Dickinson', 'Clu Gulager', 'Olivia de Havilland', 'Wendell Corey', 'John Cassavetes', 'Walter Huston', 'Lew Ayres', 'Melvyn Douglas', 'Stanley Ridges', 'Burt Lancaster', 'Gene Kelly', 'Deanna Durbin', 'Ava Gardner', 'Evelyn Ankers', 'Richard Whorf']]
Predicted Ans:    Burt Lancaster
Predicted Path:   The Crimson Pirate --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[starred_actors]--> Burt Lancaster
Path (Raw):       The Crimson Pirate --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   1.005020
Path Entropy(↓):  1.542594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in a high wind in jamaica
Start Entity:     A High Wind in Jamaica
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A High Wind in Jamaica --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[has_genre]--> Drama
Path (Raw):       A High Wind in Jamaica --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[has_genre]--> Drama
Neg LogProb(↓):   0.857763
Path Entropy(↓):  1.320631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of family law
Start Entity:     Family Law
Gold Answer:      [['Lost Embrace', 'Empty Nest']]
Predicted Ans:    Family Law
Predicted Path:   Family Law --[written_by]--> Daniel Burman --[(INV) written_by]--> Family Law
Path (Raw):       Family Law --[written_by]--> Daniel Burman --[(INV) written_by]--> Family Law --[No Operation]--> Family Law
Neg LogProb(↓):   0.018121
Path Entropy(↓):  0.109762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did richard gere star in
Start Entity:     Richard Gere
Gold Answer:      [['An Officer and a Gentleman', 'The Hunting Party', 'Primal Fear', 'American Gigolo', 'Bee Season', 'Intersection', 'Autumn in New York', 'The Jackal', 'King David', 'Final Analysis', 'Unfaithful', 'Breathless', 'Yanks', 'Amelia', 'The Mothman Prophecies', "Brooklyn's Finest", 'Bloodbrothers', 'Mr. Jones', 'No Mercy', 'Sommersby', 'Power', 'Days of Heaven', 'Nights in Rodanthe', 'The Cotton Club', 'Internal Affairs', 'First Knight', 'Arbitrage', 'Pretty Woman', 'Red Corner', 'The Double', 'Runaway Bride', 'The Flock']]
Predicted Ans:    Power
Predicted Path:   Richard Gere --[(INV) starred_actors]--> Power --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Power
Path (Raw):       Richard Gere --[(INV) starred_actors]--> Power --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Power
Neg LogProb(↓):   0.884527
Path Entropy(↓):  2.476156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films stage beauty are written by who
Start Entity:     Stage Beauty
Gold Answer:      [['Richard Eyre', 'John Bayley', 'Patrick Marber']]
Predicted Ans:    Jeffrey Hatcher
Predicted Path:   Stage Beauty --[directed_by]--> Richard Eyre --[(INV) directed_by]--> Stage Beauty --[written_by]--> Jeffrey Hatcher
Path (Raw):       Stage Beauty --[directed_by]--> Richard Eyre --[(INV) directed_by]--> Stage Beauty --[written_by]--> Jeffrey Hatcher
Neg LogProb(↓):   0.106325
Path Entropy(↓):  0.386320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of treasure planet
Start Entity:     Treasure Planet
Gold Answer:      [['Lysette Anthony', 'Oliver Reed', 'Christopher Daniel Barnes', 'Lana Turner', 'Pat Carroll', 'Jodi Benson', 'Tim Curry', 'Dwayne Johnson', 'Anika Noni Rose', 'John Hurt', 'Bruno Campos', 'Wallace Beery', 'Keith David', 'Fredric March', 'Jackie Cooper', 'Bobby Driscoll', 'Tim Daly', 'Charlton Heston', 'Charles Laughton', 'Sally Forrest', 'Bela Lugosi', 'Billy Connolly', 'Robin Williams', 'Robert Newton', 'Tim Thomerson', 'Ingrid Bergman', 'Ian McShane', 'Christopher Lee', 'Donald Crisp', 'John Barrymore', 'Bess Armstrong', 'Jonathan Freeman', 'Scott Weinger', 'Christian Bale', 'Linda Larkin', 'Sean Young', 'Boris Karloff', 'Jennifer Saunders', 'Kevin Bishop', 'Krista Errickson', 'Mark Blankfield', 'Spencer Tracy']]
Predicted Ans:    Boris Karloff
Predicted Path:   Treasure Planet --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[starred_actors]--> Boris Karloff
Path (Raw):       Treasure Planet --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   2.093705
Path Entropy(↓):  2.990782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with wagon master in
Start Entity:     Wagon Master
Gold Answer:      [['Welsh', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Wagon Master --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Wagon Master --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.022119
Path Entropy(↓):  0.110219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie it's love i'm after
Start Entity:     It's Love I'm After
Gold Answer:      [['1946', '1940', '1942', '1928', '2006', '1935', '1937', '1930', '1931', '1943']]
Predicted Ans:    1931
Predicted Path:   It's Love I'm After --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[release_year]--> 1931
Path (Raw):       It's Love I'm After --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[release_year]--> 1931
Neg LogProb(↓):   0.795864
Path Entropy(↓):  1.408601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in ploy
Start Entity:     Ploy
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   Ploy --[starred_actors]--> Ananda Everingham --[(INV) starred_actors]--> Shutter --[in_language]--> Thai
Path (Raw):       Ploy --[starred_actors]--> Ananda Everingham --[(INV) starred_actors]--> Shutter --[in_language]--> Thai
Neg LogProb(↓):   0.001809
Path Entropy(↓):  0.014245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the errand boy
Start Entity:     The Errand Boy
Gold Answer:      [['Marie Dressler', 'Larry Miller', 'Eddie Murphy', 'Tim Meadows', 'Marion Davies', 'James Coburn', 'Mary Ann Mobley', 'Jerry Lewis', 'Janet Leigh']]
Predicted Ans:    Jerry Lewis
Predicted Path:   The Errand Boy --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> Which Way to the Front? --[starred_actors]--> Jerry Lewis
Path (Raw):       The Errand Boy --[directed_by]--> Jerry Lewis --[(INV) directed_by]--> Which Way to the Front? --[starred_actors]--> Jerry Lewis
Neg LogProb(↓):   0.111279
Path Entropy(↓):  0.380244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Lloyd bacon directed which movies
Start Entity:     Lloyd Bacon
Gold Answer:      [['Marked Woman', 'Gold Diggers of 1937', 'The Fuller Brush Girl', 'Wonder Bar', 'So Long Letty', 'Here Comes the Navy', 'San Quentin', 'Boy Meets Girl', 'Larceny, Inc.', 'Brother Orchid', '42nd Street', 'A Slight Case of Murder', 'Footlight Parade', 'The Oklahoma Kid', 'It Happens Every Spring', 'Invisible Stripes', 'Kept Husbands', 'Action in the North Atlantic']]
Predicted Ans:    The Fuller Brush Girl
Predicted Path:   Lloyd Bacon --[(INV) directed_by]--> The Fuller Brush Girl --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> The Fuller Brush Girl
Path (Raw):       Lloyd Bacon --[(INV) directed_by]--> The Fuller Brush Girl --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> The Fuller Brush Girl
Neg LogProb(↓):   1.432230
Path Entropy(↓):  2.729618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie wild bill
Start Entity:     Wild Bill
Gold Answer:      [['Walter Hill', 'Timothy Harris', 'Herschel Weingrod', 'George Barr McCutcheon', 'John Fusco', 'Alessandro Camon', 'Daniel Chuba', 'Larry Gross', 'David C. Wilson', 'Colin Wilson', 'John Milius', 'Fred Rexer', 'Ken Friedman', 'Eddie Murphy', 'Steven E. de Souza', 'Roger Spottiswoode', 'William Malone', 'John Godey', 'Deric Washburn', 'Stacy Keach', 'Shonda Rhimes', 'Robert Zemeckis', 'Bob Gale', 'David Giler', 'Sol Yurick', 'Michael Kane', 'Akira Kurosawa', 'James Keach']]
Predicted Ans:    Walter Hill
Predicted Path:   Wild Bill --[directed_by]--> Walter Hill --[(INV) directed_by]--> Red Heat --[written_by]--> Walter Hill
Path (Raw):       Wild Bill --[directed_by]--> Walter Hill --[(INV) directed_by]--> Red Heat --[written_by]--> Walter Hill
Neg LogProb(↓):   1.114496
Path Entropy(↓):  1.692548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by sergei kozlov
Start Entity:     Sergei Kozlov
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Sergei Kozlov --[(INV) written_by]--> Hedgehog in the Fog --[in_language]--> Russian
Path (Raw):       Sergei Kozlov --[No Operation]--> Sergei Kozlov --[(INV) written_by]--> Hedgehog in the Fog --[in_language]--> Russian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did roland west write the story for
Start Entity:     Roland West
Gold Answer:      [['Alibi', 'The Bat', 'The Monster']]
Predicted Ans:    The Bat
Predicted Path:   Roland West --[(INV) written_by]--> The Bat --[written_by]--> Mary Roberts Rinehart --[(INV) written_by]--> The Bat
Path (Raw):       Roland West --[(INV) written_by]--> The Bat --[written_by]--> Mary Roberts Rinehart --[(INV) written_by]--> The Bat
Neg LogProb(↓):   1.906043
Path Entropy(↓):  2.262703
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote send me no flowers
Start Entity:     Send Me No Flowers
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Send Me No Flowers --[written_by]--> Julius J. Epstein --[(INV) written_by]--> Fanny --[has_genre]--> Drama
Path (Raw):       Send Me No Flowers --[written_by]--> Julius J. Epstein --[(INV) written_by]--> Fanny --[has_genre]--> Drama
Neg LogProb(↓):   0.728818
Path Entropy(↓):  0.902791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by oja kodar
Start Entity:     Oja Kodar
Gold Answer:      [['Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   Oja Kodar --[(INV) starred_actors]--> F for Fake --[directed_by]--> Orson Welles
Path (Raw):       Oja Kodar --[No Operation]--> Oja Kodar --[(INV) starred_actors]--> F for Fake --[directed_by]--> Orson Welles
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in once around
Start Entity:     Once Around
Gold Answer:      [['Romance', 'Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Once Around --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Nuts --[has_genre]--> Drama
Path (Raw):       Once Around --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Nuts --[has_genre]--> Drama
Neg LogProb(↓):   0.976618
Path Entropy(↓):  2.102153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by albuquerque actors
Start Entity:     Albuquerque
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Albuquerque --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Albuquerque --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.726794
Path Entropy(↓):  0.870779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by emily hagins
Start Entity:     Emily Hagins
Gold Answer:      [['Elaine Hurt']]
Predicted Ans:    Elaine Hurt
Predicted Path:   Emily Hagins --[(INV) directed_by]--> My Sucky Teen Romance --[starred_actors]--> Elaine Hurt
Path (Raw):       Emily Hagins --[No Operation]--> Emily Hagins --[(INV) directed_by]--> My Sucky Teen Romance --[starred_actors]--> Elaine Hurt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is wilson
Start Entity:     Wilson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Wilson --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Wilson --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.027540
Path Entropy(↓):  4.357722
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by james clavell
Start Entity:     James Clavell
Gold Answer:      [['1986', '1965', '1958', '1967']]
Predicted Ans:    1967
Predicted Path:   James Clavell --[(INV) written_by]--> To Sir, with Love --[release_year]--> 1967
Path (Raw):       James Clavell --[No Operation]--> James Clavell --[(INV) written_by]--> To Sir, with Love --[release_year]--> 1967
Neg LogProb(↓):   0.037882
Path Entropy(↓):  0.201491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed erin brockovich
Start Entity:     Erin Brockovich
Gold Answer:      [['Jennifer Lopez', 'Lesley Ann Warren', 'Peter Gallagher', 'Gina Carano', 'Spalding Gray', 'George Clooney', 'Channing Tatum', 'Jüri Järvet', 'Luis Guzmán', 'Donatas Banionis', 'Barry Newman', 'Natalya Bondarchuk', 'David Duchovny', 'Jeremy Irons', 'Rooney Mara', 'Natascha McElhone', 'Terence Stamp', 'Benicio Del Toro', 'Matt Damon', 'Gwyneth Paltrow', 'Cate Blanchett', 'Ian Holm', 'Sasha Grey', 'Theresa Russell', 'Joel Grey', 'Alex Pettyfer', 'Debbie Doebereiner', 'Brad Pitt', 'Mary McCormack', 'Matthew McConaughey', 'Alison Elliott', 'Catherine Keener', 'Tobey Maguire']]
Predicted Ans:    Channing Tatum
Predicted Path:   Erin Brockovich --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[starred_actors]--> Channing Tatum
Path (Raw):       Erin Brockovich --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.514413
Path Entropy(↓):  1.118868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with seven days to noon fall under
Start Entity:     Seven Days to Noon
Gold Answer:      [['Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Seven Days to Noon --[written_by]--> Roy Boulting --[(INV) written_by]--> Seven Days to Noon --[has_genre]--> Drama
Path (Raw):       Seven Days to Noon --[written_by]--> Roy Boulting --[(INV) written_by]--> Seven Days to Noon --[has_genre]--> Drama
Neg LogProb(↓):   0.187403
Path Entropy(↓):  0.602485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by pepe danquart
Start Entity:     Pepe Danquart
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Pepe Danquart --[(INV) directed_by]--> To the Limit --[has_genre]--> Documentary
Path (Raw):       Pepe Danquart --[No Operation]--> Pepe Danquart --[(INV) directed_by]--> To the Limit --[has_genre]--> Documentary
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of wild in the streets
Start Entity:     Wild in the Streets
Gold Answer:      [['Robert Aldrich']]
Predicted Ans:    Robert Thom
Predicted Path:   Wild in the Streets --[written_by]--> Robert Thom --[(INV) written_by]--> Wild in the Streets --[written_by]--> Robert Thom
Path (Raw):       Wild in the Streets --[written_by]--> Robert Thom --[(INV) written_by]--> Wild in the Streets --[written_by]--> Robert Thom
Neg LogProb(↓):   0.013792
Path Entropy(↓):  0.072873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of the hot spot
Start Entity:     The Hot Spot
Gold Answer:      [['The Prophecy', 'Guilty as Sin', 'Electric Dreams', 'Stuck in Love', 'Blood Diamond', 'Crossfire Trail', 'Little Children', 'Virginia', 'Some Girls', 'Labyrinth', 'Tin Cup', 'Diminished Capacity', 'Pollock', 'Creator', 'Phenomena', 'Requiem for a Dream', 'The Other Woman', 'Dead Bang', 'Aloft', 'Slam Dance', 'Harley Davidson and the Marlboro Man', 'Hulk', 'Career Opportunities', 'Cold in July', 'Noah', 'American Gun', 'Crazy Kind of Love', 'Dark Water', 'The Rocketeer', 'The Magic of Belle Isle', 'Candyman', 'Born Yesterday', 'Dark City', 'A Beautiful Mind', 'Sideways', 'Paradise', 'Zachariah', 'Zombie High']]
Predicted Ans:    Phenomena
Predicted Path:   The Hot Spot --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena
Path (Raw):       The Hot Spot --[starred_actors]--> Jennifer Connelly --[No Operation]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena
Neg LogProb(↓):   0.868402
Path Entropy(↓):  1.804984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the thrill of it all
Start Entity:     The Thrill of It All
Gold Answer:      [['1970', '1954', '1959', '1985', '1967', '1974', '1984', '2007', '1968', '1963', '1957', '1951', '2004', '1982', '1973', '1953', '1994', '1956', '1948', '1972', '1971', '1996', '1981', '1961', '1955', '2013', '1962', '1988', '1934', '2000', '1964', '1949', '1997', '1966', '1950', '1960', '1965', '1999', '1969', '1952', '1958']]
Predicted Ans:    1959
Predicted Path:   The Thrill of It All --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Path (Raw):       The Thrill of It All --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Neg LogProb(↓):   1.708851
Path Entropy(↓):  2.580081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the piranha director
Start Entity:     Piranha
Gold Answer:      [['Eric Luke', 'Jerico', 'Guy Burt', 'Jim Mulholland', 'Michael Barrie', 'John Sayles', 'Dana Olsen', 'Chris Columbus', 'Terence H. Winkless', 'Gary Brandner']]
Predicted Ans:    Jerico
Predicted Path:   Piranha --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[written_by]--> Jerico
Path (Raw):       Piranha --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[written_by]--> Jerico
Neg LogProb(↓):   0.055441
Path Entropy(↓):  0.279712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie innocence
Start Entity:     Innocence
Gold Answer:      [['2000']]
Predicted Ans:    2004
Predicted Path:   Innocence --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Path (Raw):       Innocence --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Neg LogProb(↓):   3.627585
Path Entropy(↓):  5.055616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by conversation piece writers
Start Entity:     Conversation Piece
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Conversation Piece --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso --[has_genre]--> Drama
Path (Raw):       Conversation Piece --[written_by]--> Luchino Visconti --[(INV) written_by]--> Senso --[has_genre]--> Drama
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote wild boys of the road
Start Entity:     Wild Boys of the Road
Gold Answer:      [['Lloyd Bacon']]
Predicted Ans:    Lloyd Bacon
Predicted Path:   Wild Boys of the Road --[written_by]--> Earl Baldwin --[(INV) written_by]--> Here Comes the Navy --[directed_by]--> Lloyd Bacon
Path (Raw):       Wild Boys of the Road --[written_by]--> Earl Baldwin --[(INV) written_by]--> Here Comes the Navy --[directed_by]--> Lloyd Bacon
Neg LogProb(↓):   0.352009
Path Entropy(↓):  0.643414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is expect no mercy
Start Entity:     Expect No Mercy
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Expect No Mercy --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Expect No Mercy --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.495333
Path Entropy(↓):  3.193776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ken bruen starred which actors
Start Entity:     Ken Bruen
Gold Answer:      [['Jason Statham', 'Paddy Considine', 'Colin Farrell', 'Keira Knightley', 'Aidan Gillen']]
Predicted Ans:    Keira Knightley
Predicted Path:   Ken Bruen --[(INV) written_by]--> London Boulevard --[starred_actors]--> Keira Knightley
Path (Raw):       Ken Bruen --[No Operation]--> Ken Bruen --[(INV) written_by]--> London Boulevard --[starred_actors]--> Keira Knightley
Neg LogProb(↓):   0.058260
Path Entropy(↓):  0.255920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film king of kings released
Start Entity:     King of Kings
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   King of Kings --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       King of Kings --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   2.304947
Path Entropy(↓):  3.637405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by rick ducommun
Start Entity:     Rick Ducommun
Gold Answer:      [['Joe Dante']]
Predicted Ans:    Joe Dante
Predicted Path:   Rick Ducommun --[(INV) starred_actors]--> The 'Burbs --[directed_by]--> Joe Dante
Path (Raw):       Rick Ducommun --[No Operation]--> Rick Ducommun --[(INV) starred_actors]--> The 'Burbs --[directed_by]--> Joe Dante
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in london boulevard
Start Entity:     London Boulevard
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   London Boulevard --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[has_genre]--> Action
Path (Raw):       London Boulevard --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[has_genre]--> Action
Neg LogProb(↓):   0.065063
Path Entropy(↓):  0.311543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor dennis weaver starred together with who
Start Entity:     Dennis Weaver
Gold Answer:      [['Sidney Poitier', 'James Cagney', 'Vaughn Taylor', 'Ward Costello', 'Bibi Andersson', 'James Garner', 'Claude Akins']]
Predicted Ans:    James Garner
Predicted Path:   Dennis Weaver --[(INV) starred_actors]--> A Man Called Sledge --[starred_actors]--> James Garner
Path (Raw):       Dennis Weaver --[No Operation]--> Dennis Weaver --[(INV) starred_actors]--> A Man Called Sledge --[starred_actors]--> James Garner
Neg LogProb(↓):   0.100808
Path Entropy(↓):  0.341018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of after office hours
Start Entity:     After Office Hours
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   After Office Hours --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[has_genre]--> Comedy
Path (Raw):       After Office Hours --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[has_genre]--> Comedy
Neg LogProb(↓):   0.918369
Path Entropy(↓):  1.443235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed shiner
Start Entity:     Shiner
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   Shiner --[directed_by]--> John Irvin --[(INV) directed_by]--> Widows' Peak --[in_language]--> Irish
Path (Raw):       Shiner --[directed_by]--> John Irvin --[(INV) directed_by]--> Widows' Peak --[in_language]--> Irish
Neg LogProb(↓):   0.000678
Path Entropy(↓):  0.005682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the teahouse of the august moon
Start Entity:     The Teahouse of the August Moon
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Teahouse of the August Moon --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Teahouse of the August Moon --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.632873
Path Entropy(↓):  4.572614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in babes on broadway
Start Entity:     Babes on Broadway
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Babes on Broadway --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Path (Raw):       Babes on Broadway --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Neg LogProb(↓):   0.245387
Path Entropy(↓):  0.916559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in diary of a madman
Start Entity:     Diary of a Madman
Gold Answer:      [['Chris Warfield', 'Vincent Price', 'Nancy Kovack']]
Predicted Ans:    Chris Warfield
Predicted Path:   Diary of a Madman --[starred_actors]--> Chris Warfield --[(INV) starred_actors]--> Diary of a Madman --[starred_actors]--> Chris Warfield
Path (Raw):       Diary of a Madman --[starred_actors]--> Chris Warfield --[(INV) starred_actors]--> Diary of a Madman --[starred_actors]--> Chris Warfield
Neg LogProb(↓):   0.468408
Path Entropy(↓):  1.074057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film seven days in may
Start Entity:     Seven Days in May
Gold Answer:      [['thriller', 'military', 'bd-r', 'rod serling', 'john frankenheimer']]
Predicted Ans:    rod serling
Predicted Path:   Seven Days in May --[has_tags]--> rod serling --[(INV) has_tags]--> The Rack --[has_tags]--> rod serling
Path (Raw):       Seven Days in May --[has_tags]--> rod serling --[(INV) has_tags]--> The Rack --[has_tags]--> rod serling
Neg LogProb(↓):   0.292808
Path Entropy(↓):  0.652426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of toys
Start Entity:     Toys
Gold Answer:      [['Barry Levinson', 'Richard Donner', 'Mamoru Oshii', 'Norman Jewison', 'Dirk Shafer', 'Howard Zieff', 'Ken Hughes', 'Preston Sturges']]
Predicted Ans:    Barry Levinson
Predicted Path:   Toys --[written_by]--> Barry Levinson --[(INV) written_by]--> Toys --[directed_by]--> Barry Levinson
Path (Raw):       Toys --[written_by]--> Barry Levinson --[(INV) written_by]--> Toys --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.229738
Path Entropy(↓):  0.734285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with happy endings fall under
Start Entity:     Happy Endings
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Happy Endings --[starred_actors]--> Bobby Cannavale --[(INV) starred_actors]--> Win Win --[has_genre]--> Comedy
Path (Raw):       Happy Endings --[starred_actors]--> Bobby Cannavale --[(INV) starred_actors]--> Win Win --[has_genre]--> Comedy
Neg LogProb(↓):   0.818036
Path Entropy(↓):  1.681799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by jennifer tilly fall under
Start Entity:     Jennifer Tilly
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Jennifer Tilly --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Path (Raw):       Jennifer Tilly --[No Operation]--> Jennifer Tilly --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Neg LogProb(↓):   0.038389
Path Entropy(↓):  0.186418
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of babel
Start Entity:     Babel
Gold Answer:      [['Javier Bardem', 'Danny Huston', 'Sean Penn', 'Naomi Watts']]
Predicted Ans:    Javier Bardem
Predicted Path:   Babel --[directed_by]--> Alejandro González Iñárritu --[(INV) directed_by]--> Biutiful --[starred_actors]--> Javier Bardem
Path (Raw):       Babel --[directed_by]--> Alejandro González Iñárritu --[(INV) directed_by]--> Biutiful --[starred_actors]--> Javier Bardem
Neg LogProb(↓):   0.000286
Path Entropy(↓):  0.002624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of a. k.
Start Entity:     A.K.
Gold Answer:      [['La Jetée', 'The Last Bolshevik', 'Sans Soleil', 'Level Five']]
Predicted Ans:    Level Five
Predicted Path:   A.K. --[directed_by]--> Chris Marker --[(INV) directed_by]--> Level Five
Path (Raw):       A.K. --[directed_by]--> Chris Marker --[No Operation]--> Chris Marker --[(INV) directed_by]--> Level Five
Neg LogProb(↓):   0.254488
Path Entropy(↓):  0.903058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed batman
Start Entity:     Batman
Gold Answer:      [['Biography', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Batman --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Path (Raw):       Batman --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Neg LogProb(↓):   1.033148
Path Entropy(↓):  1.408069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of love at large
Start Entity:     Love at Large
Gold Answer:      [['Trouble in Mind', 'Trixie', 'The Secret Lives of Dentists', 'The Moderns', 'Songwriter', 'Welcome to L.A.', 'Breakfast of Champions', 'Remember My Name', 'Roadie', 'Choose Me', 'Equinox', 'Mrs. Parker and the Vicious Circle', 'Mortal Thoughts', 'Endangered Species', 'Afterglow', 'Made in Heaven']]
Predicted Ans:    Equinox
Predicted Path:   Love at Large --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Equinox
Path (Raw):       Love at Large --[No Operation]--> Love at Large --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Equinox
Neg LogProb(↓):   0.841248
Path Entropy(↓):  1.797170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by nadja screenwriters
Start Entity:     Nadja
Gold Answer:      [['English', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Hamlet --[in_language]--> English
Path (Raw):       Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.082085
Path Entropy(↓):  2.092345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed crisis
Start Entity:     Crisis
Gold Answer:      [['Richard Brooks']]
Predicted Ans:    Richard Brooks
Predicted Path:   Crisis --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[directed_by]--> Richard Brooks
Path (Raw):       Crisis --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.266582
Path Entropy(↓):  0.707089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by dyan cannon
Start Entity:     Dyan Cannon
Gold Answer:      [['Sidney Lumet', 'Henri Verneuil', 'Martha Coolidge', 'Buzz Kulik', 'George Schaefer', 'Herbert Ross', 'Otto Preminger', 'Jerry Schatzberg', 'Allan Arkush', 'Arthur Hiller']]
Predicted Ans:    Herbert Ross
Predicted Path:   Dyan Cannon --[(INV) starred_actors]--> The Last of Sheila --[directed_by]--> Herbert Ross
Path (Raw):       Dyan Cannon --[No Operation]--> Dyan Cannon --[(INV) starred_actors]--> The Last of Sheila --[directed_by]--> Herbert Ross
Neg LogProb(↓):   0.702534
Path Entropy(↓):  1.017241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by aditya datt were in which genres
Start Entity:     Aditya Datt
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Aditya Datt --[(INV) directed_by]--> Table No. 21 --[has_genre]--> Thriller
Path (Raw):       Aditya Datt --[No Operation]--> Aditya Datt --[(INV) directed_by]--> Table No. 21 --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film follow me, boys!
Start Entity:     Follow Me, Boys!
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Follow Me, Boys! --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       Follow Me, Boys! --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   0.764491
Path Entropy(↓):  1.029147
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bad biology are written by who
Start Entity:     Bad Biology
Gold Answer:      [['Frank Henenlotter']]
Predicted Ans:    Frank Henenlotter
Predicted Path:   Bad Biology --[directed_by]--> Frank Henenlotter --[(INV) directed_by]--> Basket Case --[written_by]--> Frank Henenlotter
Path (Raw):       Bad Biology --[directed_by]--> Frank Henenlotter --[(INV) directed_by]--> Basket Case --[written_by]--> Frank Henenlotter
Neg LogProb(↓):   0.701008
Path Entropy(↓):  0.736955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of prick up your ears is also the director of which films
Start Entity:     Prick Up Your Ears
Gold Answer:      [['The Hit', 'Dirty Pretty Things', 'High Fidelity', 'Sammy and Rosie Get Laid', 'Liam', 'My Beautiful Laundrette', 'Hero', 'The Grifters', 'Mary Reilly', "Muhammad Ali's Greatest Fight", 'The Queen', 'Dangerous Liaisons', 'The Deal', 'The Van', 'Gumshoe', 'Chéri', 'Mrs Henderson Presents', 'Lay the Favorite', 'Tamara Drewe', 'The Hi-Lo Country', 'Philomena', 'The Snapper']]
Predicted Ans:    Chéri
Predicted Path:   Prick Up Your Ears --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri
Path (Raw):       Prick Up Your Ears --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri --[No Operation]--> Chéri
Neg LogProb(↓):   0.535343
Path Entropy(↓):  1.518587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is the curse of the jade scorpion
Start Entity:     The Curse of the Jade Scorpion
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Curse of the Jade Scorpion --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Curse of the Jade Scorpion --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.374041
Path Entropy(↓):  4.587466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of planet of the apes
Start Entity:     Planet of the Apes
Gold Answer:      [['Ben-Hur', 'The Ten Commandments', 'Rob Roy', 'The Fighter', 'Reservoir Dogs', 'Lone Survivor', 'Four Brothers', 'The Musketeer', 'The Gambler', '55 Days at Peking', 'The Cat from Outer Space', 'Traveller', 'The Green Mile', 'Will Penny', 'The Heart of Me', 'The Cool Ones', 'Daredevil', 'The Other Guys', 'Fright Night', 'Funny Games', 'Lilith', 'The Call of the Wild', 'Max Payne', 'Getting It Right', 'The Theory of Flight', 'Solar Crisis', 'The Incredible Hulk', 'The Gruffalo', 'Gray Lady Down', 'The Naked Jungle', 'Broken', 'Lassie Come Home', 'Corpse Bride', 'Soylent Green', 'A Streetcar Named Desire', 'The Italian Job', '2 Guns', 'The Legend of 1900', 'The Whole Nine Yards', 'Fight Club', 'The Young and Prodigious T.S. Spivet', 'Skyjacked', 'Ted', 'Lady Jane', 'The War Lord', 'Enid', 'Circle of Iron', 'A Resurrection', "Gridlock'd", "The King's Speech", 'The Departed', 'Where Angels Fear to Tread', 'Captives', 'Hoodlum', 'Arbitrage', 'The Greatest Show on Earth', 'Arrowhead', 'Alice in Wonderland', 'Till Human Voices Wake Us', 'Midway', 'The Scorpion King', 'Beneath the Planet of the Apes', 'Kind Lady', 'The Omega Man', 'Khartoum', 'Two-Minute Warning', 'The Liability', 'Meantime', 'The Corruptor', 'Little Odessa', 'Ruby Gentry', 'The Yards', 'Airport 1975', 'Cinderella', 'The Awakening', "The President's Lady", 'My Friend Flicka', 'Funny Lady', 'Lord Love a Duck', 'Class of 1984', 'Conversations with Other Women', 'Broken City', 'Dark City', 'Invincible', 'The Wings of the Dove', 'El Cid', 'The Mountain Men', 'The Big Country', 'Major Dundee', 'The Big Hit', 'Mother Lode', 'Escape from the Planet of the Apes', 'The Legend of Hell House', 'Vatel', 'Earthquake', 'The Wreck of the Mary Deare', 'Shooter', 'Treasure Island', 'The Hawaiians', 'Battle for the Planet of the Apes', 'Contraband', 'The Far Horizons', 'Touch of Evil', 'Fear', 'The Agony and the Ecstasy', 'Grace of Monaco', 'Rock Star', 'Dark Water', 'The Seventh Victim', 'The Lovely Bones', 'The Last Hard Men', 'Three Kings', 'The Perfect Storm', 'The Private War of Major Benson']]
Predicted Ans:    Planet of the Apes
Predicted Path:   Planet of the Apes --[starred_actors]--> Roddy McDowall --[(INV) starred_actors]--> Planet of the Apes
Path (Raw):       Planet of the Apes --[starred_actors]--> Roddy McDowall --[No Operation]--> Roddy McDowall --[(INV) starred_actors]--> Planet of the Apes
Neg LogProb(↓):   1.686697
Path Entropy(↓):  1.894008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What did bruce malmuth direct
Start Entity:     Bruce Malmuth
Gold Answer:      [['Nighthawks', 'Hard to Kill']]
Predicted Ans:    Nighthawks
Predicted Path:   Bruce Malmuth --[(INV) directed_by]--> Nighthawks --[has_tags]--> stallone --[(INV) has_tags]--> Nighthawks
Path (Raw):       Bruce Malmuth --[(INV) directed_by]--> Nighthawks --[has_tags]--> stallone --[(INV) has_tags]--> Nighthawks
Neg LogProb(↓):   0.722027
Path Entropy(↓):  1.329984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the seduction of joe tynan
Start Entity:     The Seduction of Joe Tynan
Gold Answer:      [['Sandy Dennis', 'Joey Bishop', 'Alan Alda', 'Carol Burnett', 'Michelle Pfeiffer', 'Bob Hoskins', 'Madeline Kahn', 'Len Cariou', 'Anthony LaPaglia', 'Michael Caine']]
Predicted Ans:    Sandy Dennis
Predicted Path:   The Seduction of Joe Tynan --[written_by]--> Alan Alda --[(INV) written_by]--> The Four Seasons --[starred_actors]--> Sandy Dennis
Path (Raw):       The Seduction of Joe Tynan --[written_by]--> Alan Alda --[(INV) written_by]--> The Four Seasons --[starred_actors]--> Sandy Dennis
Neg LogProb(↓):   0.713607
Path Entropy(↓):  1.511735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the animal kingdom also appears in which films
Start Entity:     The Animal Kingdom
Gold Answer:      [['Black Fury', 'Evelyn Prentice', 'Shadow of the Thin Man', "It's Love I'm After", 'Wife vs. Secretary', 'Wings in the Dark', 'Song of the Thin Man', 'When Ladies Meet', 'The Scarlet Pimpernel', 'Manhattan Melodrama', 'Lucky Night', 'Romeo and Juliet', 'Lonelyhearts', 'Another Thin Man', 'Cheaper by the Dozen', 'The Best Years of Our Lives', 'The Thin Man Goes Home', 'The Bachelor and the Bobby-Soxer', 'Mr. Blandings Builds His Dream House', 'Double Harness', 'Test Pilot', 'Stand-In', 'The Magnificent Yankee', 'The Petrified Forest', 'Pygmalion', "Smilin' Through", 'Love Crazy', 'I Love You Again', 'Too Hot to Handle', 'Thirteen Women', 'The Thin Man', 'The Prizefighter and the Lady', 'The Black Watch', 'Double Wedding', 'Cheers for Miss Bishop', 'The Rains Came', 'Broadway Bill', 'A Free Soul', 'Five and Ten', 'Penthouse', 'The Great Ziegfeld', 'Of Human Bondage', 'After the Thin Man', 'From the Terrace', 'It Happened on Fifth Avenue', 'Libeled Lady']]
Predicted Ans:    Romeo and Juliet
Predicted Path:   The Animal Kingdom --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet
Path (Raw):       The Animal Kingdom --[starred_actors]--> Leslie Howard --[No Operation]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet
Neg LogProb(↓):   0.593649
Path Entropy(↓):  0.966225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by keiichi hara release
Start Entity:     Keiichi Hara
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Keiichi Hara --[(INV) written_by]--> Summer Days with Coo --[release_year]--> 2007
Path (Raw):       Keiichi Hara --[No Operation]--> Keiichi Hara --[(INV) written_by]--> Summer Days with Coo --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of atonement
Start Entity:     Atonement
Gold Answer:      [['Andrew Birkin', 'John Schlesinger', 'Joseph Ruben', 'Roger Michell', 'Paul Schrader']]
Predicted Ans:    Joseph Ruben
Predicted Path:   Atonement --[written_by]--> Ian McEwan --[(INV) written_by]--> The Good Son --[directed_by]--> Joseph Ruben
Path (Raw):       Atonement --[written_by]--> Ian McEwan --[(INV) written_by]--> The Good Son --[directed_by]--> Joseph Ruben
Neg LogProb(↓):   0.947931
Path Entropy(↓):  1.164093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is firstborn
Start Entity:     Firstborn
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Firstborn --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Firstborn --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.193665
Path Entropy(↓):  4.490662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of bloodhounds of broadway
Start Entity:     Bloodhounds of Broadway
Gold Answer:      [['Irving Reis', 'Joseph L. Mankiewicz', 'Lloyd Bacon', 'Walter Bernstein', 'Alexander Hall', 'Frank Capra']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Bloodhounds of Broadway --[written_by]--> Damon Runyon --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Bloodhounds of Broadway --[written_by]--> Damon Runyon --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.399645
Path Entropy(↓):  0.655265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by lawrence gough
Start Entity:     Lawrence Gough
Gold Answer:      [["Colin O'Donnell"]]
Predicted Ans:    Lawrence Gough
Predicted Path:   Lawrence Gough --[(INV) written_by]--> Salvage --[directed_by]--> Lawrence Gough
Path (Raw):       Lawrence Gough --[No Operation]--> Lawrence Gough --[(INV) written_by]--> Salvage --[directed_by]--> Lawrence Gough
Neg LogProb(↓):   0.283152
Path Entropy(↓):  0.716281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share screenwriters with the walking dead were released in which years
Start Entity:     The Walking Dead
Gold Answer:      [['2006', '2002', '2007']]
Predicted Ans:    1936
Predicted Path:   The Walking Dead --[written_by]--> Preston A. Whitmore II --[(INV) written_by]--> The Walking Dead --[release_year]--> 1936
Path (Raw):       The Walking Dead --[written_by]--> Preston A. Whitmore II --[(INV) written_by]--> The Walking Dead --[release_year]--> 1936
Neg LogProb(↓):   0.571525
Path Entropy(↓):  0.687586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of must love dogs
Start Entity:     Must Love Dogs
Gold Answer:      [['Dad']]
Predicted Ans:    Must Love Dogs
Predicted Path:   Must Love Dogs --[directed_by]--> Gary David Goldberg --[(INV) directed_by]--> Must Love Dogs
Path (Raw):       Must Love Dogs --[directed_by]--> Gary David Goldberg --[(INV) directed_by]--> Must Love Dogs --[No Operation]--> Must Love Dogs
Neg LogProb(↓):   0.003660
Path Entropy(↓):  0.025181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the movies acted by liam hemsworth
Start Entity:     Liam Hemsworth
Gold Answer:      [['Julie Anne Robinson', 'Dito Montiel', 'Robert Luketic']]
Predicted Ans:    Robert Luketic
Predicted Path:   Liam Hemsworth --[(INV) starred_actors]--> Paranoia --[directed_by]--> Robert Luketic
Path (Raw):       Liam Hemsworth --[No Operation]--> Liam Hemsworth --[(INV) starred_actors]--> Paranoia --[directed_by]--> Robert Luketic
Neg LogProb(↓):   0.054517
Path Entropy(↓):  0.242621
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of high time
Start Entity:     High Time
Gold Answer:      [['Steve Martin', 'Peter Falk', 'Bruce Willis', 'Lana Clarkson', 'Julie Andrews', 'Kirstie Alley', 'Jean Reno', 'Lesley Ann Warren', 'Cary Grant', 'Claudine Longet', 'Robert Wagner', 'Robert Webber', "Ryan O'Neal", 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Burt Reynolds', 'William Holden', 'Jack Lemmon', 'David Niven', 'Ellen Barkin', 'Roberto Benigni', 'Herbert Lom', 'Capucine', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Patricia Neal', 'George Peppard', 'Elke Sommer', 'Buddy Ebsen', 'JoBeth Williams', 'Jimmy Smits', 'John Ritter', 'Joseph Bottoms', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Jack Klugman', 'Stefanie Powers', 'Ted Danson', 'Glenn Ford', 'Tony Curtis', 'Lee Remick', 'Audrey Hepburn', 'Dudley Moore', 'Kevin Kline', 'Howie Mandel', 'Lorraine Bracco', 'Bo Derek', 'Emily Mortimer', 'Natalie Wood', 'Robert Preston', 'Rock Hudson', 'Charles Bickford']]
Predicted Ans:    David Niven
Predicted Path:   High Time --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Pink Panther --[starred_actors]--> David Niven
Path (Raw):       High Time --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Pink Panther --[starred_actors]--> David Niven
Neg LogProb(↓):   0.791845
Path Entropy(↓):  1.908504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie kidulthood
Start Entity:     Kidulthood
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Kidulthood --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Kidulthood --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.870479
Path Entropy(↓):  4.617614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of max ehrlich
Start Entity:     Max Ehrlich
Gold Answer:      [['Joseph Stefano']]
Predicted Ans:    Joseph Stefano
Predicted Path:   Max Ehrlich --[(INV) written_by]--> The Naked Edge --[written_by]--> Joseph Stefano
Path (Raw):       Max Ehrlich --[No Operation]--> Max Ehrlich --[(INV) written_by]--> The Naked Edge --[written_by]--> Joseph Stefano
Neg LogProb(↓):   0.051093
Path Entropy(↓):  0.243300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by darontay mcclendon were written by who
Start Entity:     Darontay McClendon
Gold Answer:      [['Adam Ripp']]
Predicted Ans:    Adam Ripp
Predicted Path:   Darontay McClendon --[(INV) starred_actors]--> Gang Tapes --[written_by]--> Adam Ripp
Path (Raw):       Darontay McClendon --[No Operation]--> Darontay McClendon --[(INV) starred_actors]--> Gang Tapes --[written_by]--> Adam Ripp
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of jay cocks
Start Entity:     Jay Cocks
Gold Answer:      [['James Cameron', 'Kenneth Lonergan', 'Steven Zaillian']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Jay Cocks --[(INV) written_by]--> Gangs of New York --[written_by]--> Steven Zaillian
Path (Raw):       Jay Cocks --[No Operation]--> Jay Cocks --[(INV) written_by]--> Gangs of New York --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.001200
Path Entropy(↓):  0.010678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for fill the void
Start Entity:     Fill the Void
Gold Answer:      [['Rama Burshtein']]
Predicted Ans:    Rama Burshtein
Predicted Path:   Fill the Void --[written_by]--> Rama Burshtein --[(INV) written_by]--> Fill the Void --[written_by]--> Rama Burshtein
Path (Raw):       Fill the Void --[written_by]--> Rama Burshtein --[(INV) written_by]--> Fill the Void --[written_by]--> Rama Burshtein
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by j. h. wyman released
Start Entity:     J.H. Wyman
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   J.H. Wyman --[(INV) written_by]--> Dead Man Down --[release_year]--> 2013
Path (Raw):       J.H. Wyman --[No Operation]--> J.H. Wyman --[(INV) written_by]--> Dead Man Down --[release_year]--> 2013
Neg LogProb(↓):   0.001563
Path Entropy(↓):  0.011654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film down to the sea in ships were in which languages
Start Entity:     Down to the Sea in Ships
Gold Answer:      [['English', 'Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   Down to the Sea in Ships --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Path (Raw):       Down to the Sea in Ships --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Neg LogProb(↓):   0.008528
Path Entropy(↓):  0.054183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film kiss them for me
Start Entity:     Kiss Them for Me
Gold Answer:      [['1946', '1944', '1959', '1936', '1935', '1941', '1974', '1963', '1939', '1933', '2009', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1955', '1962', '1934', '1964', '1949', '1950', '1960', '1952', '1937', '1958']]
Predicted Ans:    1957
Predicted Path:   Kiss Them for Me --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[release_year]--> 1957
Path (Raw):       Kiss Them for Me --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[release_year]--> 1957
Neg LogProb(↓):   1.464832
Path Entropy(↓):  2.721508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in love object
Start Entity:     Love Object
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Love Object --[starred_actors]--> Desmond Harrington --[(INV) starred_actors]--> Wrong Turn --[has_genre]--> Horror
Path (Raw):       Love Object --[starred_actors]--> Desmond Harrington --[(INV) starred_actors]--> Wrong Turn --[has_genre]--> Horror
Neg LogProb(↓):   0.000352
Path Entropy(↓):  0.003299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by george marshall fall under
Start Entity:     George Marshall
Gold Answer:      [['Western', 'Musical', 'War', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   George Marshall --[(INV) directed_by]--> Fancy Pants --[has_genre]--> Comedy
Path (Raw):       George Marshall --[No Operation]--> George Marshall --[(INV) directed_by]--> Fancy Pants --[has_genre]--> Comedy
Neg LogProb(↓):   0.114620
Path Entropy(↓):  0.484275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did rod la rocque star in
Start Entity:     Rod La Rocque
Gold Answer:      [['Our Modern Maidens']]
Predicted Ans:    Our Modern Maidens
Predicted Path:   Rod La Rocque --[(INV) starred_actors]--> Our Modern Maidens --[starred_actors]--> Rod La Rocque --[(INV) starred_actors]--> Our Modern Maidens
Path (Raw):       Rod La Rocque --[(INV) starred_actors]--> Our Modern Maidens --[starred_actors]--> Rod La Rocque --[(INV) starred_actors]--> Our Modern Maidens
Neg LogProb(↓):   0.458181
Path Entropy(↓):  0.726682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by rich moore
Start Entity:     Rich Moore
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rich Moore --[(INV) directed_by]--> Wreck-It Ralph --[has_genre]--> Comedy
Path (Raw):       Rich Moore --[No Operation]--> Rich Moore --[(INV) directed_by]--> Wreck-It Ralph --[has_genre]--> Comedy
Neg LogProb(↓):   0.000301
Path Entropy(↓):  0.002879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with dark victory fall under
Start Entity:     Dark Victory
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dark Victory --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       Dark Victory --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   1.203130
Path Entropy(↓):  2.285790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in over the top
Start Entity:     Over the Top
Gold Answer:      [['Burmese', 'English', 'French', 'Hindi']]
Predicted Ans:    Burmese
Predicted Path:   Over the Top --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[in_language]--> Burmese
Path (Raw):       Over the Top --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[in_language]--> Burmese
Neg LogProb(↓):   0.052255
Path Entropy(↓):  0.227689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by margaret wycherly released
Start Entity:     Margaret Wycherly
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Margaret Wycherly --[(INV) starred_actors]--> White Heat --[release_year]--> 1949
Path (Raw):       Margaret Wycherly --[No Operation]--> Margaret Wycherly --[(INV) starred_actors]--> White Heat --[release_year]--> 1949
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with mark rascovich
Start Entity:     Mark Rascovich
Gold Answer:      [['James Poe']]
Predicted Ans:    James Poe
Predicted Path:   Mark Rascovich --[(INV) written_by]--> The Bedford Incident --[written_by]--> James Poe
Path (Raw):       Mark Rascovich --[No Operation]--> Mark Rascovich --[(INV) written_by]--> The Bedford Incident --[written_by]--> James Poe
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of kent jones
Start Entity:     Kent Jones
Gold Answer:      [['Martin Scorsese']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Kent Jones --[(INV) written_by]--> A Letter to Elia --[written_by]--> Martin Scorsese
Path (Raw):       Kent Jones --[No Operation]--> Kent Jones --[(INV) written_by]--> A Letter to Elia --[written_by]--> Martin Scorsese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film dark skies
Start Entity:     Dark Skies
Gold Answer:      [['Scott Stewart']]
Predicted Ans:    Peter Schink
Predicted Path:   Dark Skies --[written_by]--> Scott Stewart --[(INV) written_by]--> Legion --[written_by]--> Peter Schink
Path (Raw):       Dark Skies --[written_by]--> Scott Stewart --[(INV) written_by]--> Legion --[written_by]--> Peter Schink
Neg LogProb(↓):   0.049229
Path Entropy(↓):  0.195229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor john billingsley acted together with who
Start Entity:     John Billingsley
Gold Answer:      [['Ray Wise', 'Eric Lange']]
Predicted Ans:    Ray Wise
Predicted Path:   John Billingsley --[(INV) starred_actors]--> AM1200 --[starred_actors]--> Ray Wise
Path (Raw):       John Billingsley --[No Operation]--> John Billingsley --[(INV) starred_actors]--> AM1200 --[starred_actors]--> Ray Wise
Neg LogProb(↓):   0.034978
Path Entropy(↓):  0.158801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed black widow
Start Entity:     Black Widow
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Black Widow --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Stay Hungry --[has_genre]--> Comedy
Path (Raw):       Black Widow --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Stay Hungry --[has_genre]--> Comedy
Neg LogProb(↓):   1.181396
Path Entropy(↓):  1.837507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by massimo de rita release
Start Entity:     Massimo De Rita
Gold Answer:      [['1990', '2009']]
Predicted Ans:    1990
Predicted Path:   Massimo De Rita --[(INV) written_by]--> Everybody's Fine --[release_year]--> 1990
Path (Raw):       Massimo De Rita --[No Operation]--> Massimo De Rita --[(INV) written_by]--> Everybody's Fine --[release_year]--> 1990
Neg LogProb(↓):   0.994651
Path Entropy(↓):  1.315301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the pit and the pendulum director
Start Entity:     The Pit and the Pendulum
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The Pit and the Pendulum --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Dagon --[has_genre]--> Horror
Path (Raw):       The Pit and the Pendulum --[directed_by]--> Stuart Gordon --[(INV) directed_by]--> Dagon --[has_genre]--> Horror
Neg LogProb(↓):   0.352886
Path Entropy(↓):  0.904448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of mississippi burning also starred in which films
Start Entity:     Mississippi Burning
Gold Answer:      [['Light Sleeper', 'Get Shorty', 'The Dust of Time', 'The Hunter', 'The Boondock Saints', 'Spider-Man', 'Hoosiers', 'The Replacements', 'March or Die', 'Twice in a Lifetime', 'John Wick', 'Downhill Racer', 'Antichrist', 'The Loveless', 'Loose Cannons', "Doctors' Wives", 'Uncommon Valor', 'Welcome to Mooseport', 'The Quick and the Dead', 'The French Connection', 'Darkman', 'Twilight', 'The Chamber', 'Animal Factory', 'The Wild Blue Yonder', 'Full Moon in Blue Water', 'The Poseidon Adventure', 'The Exorcist III', 'Superman II', 'Eureka', 'Auto Focus', "Something's Gotta Give", 'The Hunting Party', 'Superman', 'Triumph of the Spirit', 'Unforgiven', 'Bat*21', 'Crimson Tide', 'Flight of the Intruder', 'Target', 'New Rose Hotel', 'Wonder Boys', 'Class Action', 'White Sands', 'City by the Sea', 'Burn After Reading', 'Laurel Canyon', 'The Package', 'No Way Out', 'Lucky Lady', 'John Carter', 'Bride of Chucky', 'Narrow Margin', 'Off Limits', 'Runaway Jury', 'I Never Sang for My Father', 'Madeline', 'Scarecrow', 'The Birdcage', 'Bonnie and Clyde', 'Company Business', 'The Last Temptation of Christ', 'Fireflies in the Garden', 'Behind Enemy Lines', 'Wyatt Earp', 'Adam Resurrected', 'Shadow of the Vampire', 'Prime Cut', 'Seed of Chucky', 'The Conversation', 'Platoon', 'To Live and Die in L.A.', 'Night Moves', 'Paradise Road', 'The Firm', 'Heist', 'Under Fire', 'All Night Long', 'Death and Cremation', 'Go Go Tales', "The Man Who Wasn't There", "Child's Play", 'Edges of the Lord', 'Bite the Bullet', 'Anamorph', 'Absolute Power', 'Enemy of the State', 'The Royal Tenenbaums', 'The Gypsy Moths', 'Bad Country', 'French Connection II', 'Under Suspicion', 'Manderlay']]
Predicted Ans:    Spider-Man
Predicted Path:   Mississippi Burning --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> Spider-Man
Path (Raw):       Mississippi Burning --[starred_actors]--> Willem Dafoe --[No Operation]--> Willem Dafoe --[(INV) starred_actors]--> Spider-Man
Neg LogProb(↓):   1.694216
Path Entropy(↓):  2.912097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by born to be bad actors
Start Entity:     Born to Be Bad
Gold Answer:      [['Swedish', 'French', 'English', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Born to Be Bad --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> To Catch a Thief --[in_language]--> French
Path (Raw):       Born to Be Bad --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> To Catch a Thief --[in_language]--> French
Neg LogProb(↓):   0.416618
Path Entropy(↓):  0.952766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie dirty rotten scoundrels were released in which years
Start Entity:     Dirty Rotten Scoundrels
Gold Answer:      [['1995', '1975', '2001', '2010', '1991', '2004', '1982', '1999', '1986', '1984', '2007']]
Predicted Ans:    2001
Predicted Path:   Dirty Rotten Scoundrels --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Score --[release_year]--> 2001
Path (Raw):       Dirty Rotten Scoundrels --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Score --[release_year]--> 2001
Neg LogProb(↓):   1.164244
Path Entropy(↓):  1.771814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie requiem in a few words
Start Entity:     Requiem
Gold Answer:      [['mental illness', 'epilepsy', 'exorcism', 'possession']]
Predicted Ans:    exorcism
Predicted Path:   Requiem --[has_tags]--> exorcism --[(INV) has_tags]--> Requiem --[has_tags]--> exorcism
Path (Raw):       Requiem --[has_tags]--> exorcism --[(INV) has_tags]--> Requiem --[has_tags]--> exorcism
Neg LogProb(↓):   0.007027
Path Entropy(↓):  0.046332
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of serial mom also directed which films
Start Entity:     Serial Mom
Gold Answer:      [['Mondo Trasho', 'Female Trouble', 'Desperate Living', 'Hairspray', 'A Dirty Shame', 'Polyester', 'Pink Flamingos', 'Pecker', 'Cry-Baby']]
Predicted Ans:    Hairspray
Predicted Path:   Serial Mom --[directed_by]--> John Waters --[(INV) directed_by]--> Hairspray
Path (Raw):       Serial Mom --[directed_by]--> John Waters --[(INV) directed_by]--> Hairspray --[No Operation]--> Hairspray
Neg LogProb(↓):   0.706241
Path Entropy(↓):  1.624637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by richard thorpe were written by who
Start Entity:     Richard Thorpe
Gold Answer:      [['Dashiell Hammett', 'Talbot Jennings', 'John Van Druten', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Jo Swerling', 'William H. Macy', 'George Wells', 'Gladys Lehman', 'Harry Brown', 'Wells Root', 'Jan Lustig', 'William Ludwig', 'Nedrick Young', 'Maurice Zimm', 'Samuel James Larsen', 'Joseph Breen', 'Donald Ogden Stewart', 'Ben Ames Williams', 'Thomas Malory', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'Guy Trosper', 'Ferenc Molnár', 'John Gay', 'Noel Langley', 'James R. Webb', 'John L. Balderston', 'Richard Connell', 'Emlyn Williams', 'Helen MacInnes']]
Predicted Ans:    Richard Thorpe
Predicted Path:   Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Path (Raw):       Richard Thorpe --[No Operation]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   1.406334
Path Entropy(↓):  2.052241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in flood
Start Entity:     Flood
Gold Answer:      [['English', 'Greek']]
Predicted Ans:    English
Predicted Path:   Flood --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> The Unloved --[in_language]--> English
Path (Raw):       Flood --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> The Unloved --[in_language]--> English
Neg LogProb(↓):   0.005167
Path Entropy(↓):  0.033093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of besieged
Start Entity:     Besieged
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Besieged --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[in_language]--> Italian
Path (Raw):       Besieged --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[in_language]--> Italian
Neg LogProb(↓):   0.440744
Path Entropy(↓):  0.652961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the good lie
Start Entity:     The Good Lie
Gold Answer:      [['Philippe Falardeau']]
Predicted Ans:    Philippe Falardeau
Predicted Path:   The Good Lie --[directed_by]--> Philippe Falardeau --[(INV) directed_by]--> Monsieur Lazhar --[directed_by]--> Philippe Falardeau
Path (Raw):       The Good Lie --[directed_by]--> Philippe Falardeau --[(INV) directed_by]--> Monsieur Lazhar --[directed_by]--> Philippe Falardeau
Neg LogProb(↓):   0.138247
Path Entropy(↓):  0.473618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor adrianne palicki co - starred with who
Start Entity:     Adrianne Palicki
Gold Answer:      [['Paul Bettany', 'Lea Thompson', 'Tyrese Gibson', 'Charlie Sheen', 'Josh Hutcherson', 'Chris Hemsworth', 'Josh Peck', 'Lucas Black', 'Patrick Swayze', 'Carla Gugino', 'Connie Britton', 'C. Thomas Howell']]
Predicted Ans:    Lea Thompson
Predicted Path:   Adrianne Palicki --[(INV) starred_actors]--> Red Dawn --[starred_actors]--> Lea Thompson
Path (Raw):       Adrianne Palicki --[No Operation]--> Adrianne Palicki --[(INV) starred_actors]--> Red Dawn --[starred_actors]--> Lea Thompson
Neg LogProb(↓):   0.732450
Path Entropy(↓):  1.253279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the aviator's wife also starred in which movies
Start Entity:     The Aviator's Wife
Gold Answer:      [['Autumn Tale']]
Predicted Ans:    The Aviator's Wife
Predicted Path:   The Aviator's Wife --[starred_actors]--> Marie Rivière --[(INV) starred_actors]--> The Aviator's Wife
Path (Raw):       The Aviator's Wife --[starred_actors]--> Marie Rivière --[No Operation]--> Marie Rivière --[(INV) starred_actors]--> The Aviator's Wife
Neg LogProb(↓):   0.287800
Path Entropy(↓):  0.681608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of 11 - 11 - 11 starred who
Start Entity:     11-11-11
Gold Answer:      [['Shawnee Smith', 'Mia Kirshner', 'Tobin Bell', 'Donnie Wahlberg', 'Stephen Moyer', 'Erik Knudsen']]
Predicted Ans:    Stephen Moyer
Predicted Path:   11-11-11 --[written_by]--> Darren Lynn Bousman --[(INV) written_by]--> The Barrens --[starred_actors]--> Stephen Moyer
Path (Raw):       11-11-11 --[written_by]--> Darren Lynn Bousman --[(INV) written_by]--> The Barrens --[starred_actors]--> Stephen Moyer
Neg LogProb(↓):   0.180712
Path Entropy(↓):  0.572933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the lion king
Start Entity:     The Lion King
Gold Answer:      [['Debra Messing', 'Jackie Chan', 'Eddie Murphy', 'Marsha Thomason', 'Michael J. Fox', 'Terence Stamp', 'Geena Davis', 'Hugh Laurie', 'Patrick Dempsey', 'Nathaniel Parker', 'Gary Sinise', 'Ashley Judd', 'Jonathan Lipnicki', 'Martin Lawrence', 'Jet Li', 'Ashton Kutcher']]
Predicted Ans:    Jackie Chan
Predicted Path:   The Lion King --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[starred_actors]--> Jackie Chan
Path (Raw):       The Lion King --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.267679
Path Entropy(↓):  0.834339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of finding bliss were directed by who
Start Entity:     Finding Bliss
Gold Answer:      [['Julie Davis']]
Predicted Ans:    Julie Davis
Predicted Path:   Finding Bliss --[written_by]--> Julie Davis --[(INV) written_by]--> I Love You, Don't Touch Me! --[directed_by]--> Julie Davis
Path (Raw):       Finding Bliss --[written_by]--> Julie Davis --[(INV) written_by]--> I Love You, Don't Touch Me! --[directed_by]--> Julie Davis
Neg LogProb(↓):   0.010344
Path Entropy(↓):  0.066445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in heaven's gate
Start Entity:     Heaven's Gate
Gold Answer:      [['Sam Waterston', 'Christopher Walken', 'John Hurt', 'Kris Kristofferson']]
Predicted Ans:    Christopher Walken
Predicted Path:   Heaven's Gate --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> King of New York --[starred_actors]--> Christopher Walken
Path (Raw):       Heaven's Gate --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> King of New York --[starred_actors]--> Christopher Walken
Neg LogProb(↓):   0.406502
Path Entropy(↓):  1.129889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was justin hardy the writer of
Start Entity:     Justin Hardy
Gold Answer:      [['A Feast at Midnight']]
Predicted Ans:    A Feast at Midnight
Predicted Path:   Justin Hardy --[(INV) written_by]--> A Feast at Midnight --[written_by]--> Justin Hardy --[(INV) written_by]--> A Feast at Midnight
Path (Raw):       Justin Hardy --[(INV) written_by]--> A Feast at Midnight --[written_by]--> Justin Hardy --[(INV) written_by]--> A Feast at Midnight
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in second skin
Start Entity:     Second Skin
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Second Skin --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[in_language]--> Spanish
Path (Raw):       Second Skin --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[in_language]--> Spanish
Neg LogProb(↓):   0.002840
Path Entropy(↓):  0.024381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the earth is a sinful song also directed which movies
Start Entity:     The Earth Is a Sinful Song
Gold Answer:      [['The Unknown Soldier']]
Predicted Ans:    The Unknown Soldier
Predicted Path:   The Earth Is a Sinful Song --[directed_by]--> Rauni Mollberg --[(INV) directed_by]--> The Unknown Soldier
Path (Raw):       The Earth Is a Sinful Song --[directed_by]--> Rauni Mollberg --[(INV) directed_by]--> The Unknown Soldier --[No Operation]--> The Unknown Soldier
Neg LogProb(↓):   0.044734
Path Entropy(↓):  0.193468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the queen
Start Entity:     The Queen
Gold Answer:      [['Longford', 'Rush', 'The Last King of Scotland', 'The Other Boleyn Girl', 'The Deal', 'Hereafter', 'The Damned United', 'Frost/Nixon', 'The Special Relationship']]
Predicted Ans:    Hereafter
Predicted Path:   The Queen --[written_by]--> Peter Morgan --[(INV) written_by]--> Hereafter
Path (Raw):       The Queen --[written_by]--> Peter Morgan --[(INV) written_by]--> Hereafter --[No Operation]--> Hereafter
Neg LogProb(↓):   0.219594
Path Entropy(↓):  0.707447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by cynthia rothrock
Start Entity:     Cynthia Rothrock
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Cynthia Rothrock --[(INV) starred_actors]--> Undefeatable --[in_language]--> English
Path (Raw):       Cynthia Rothrock --[No Operation]--> Cynthia Rothrock --[(INV) starred_actors]--> Undefeatable --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of they died with their boots on
Start Entity:     They Died with Their Boots On
Gold Answer:      [['Joan Fontaine', 'Anthony Andrews', 'Robert Taylor', 'George Sanders', 'Elizabeth Taylor', 'James Mason', 'Sam Neill']]
Predicted Ans:    Robert Taylor
Predicted Path:   They Died with Their Boots On --[written_by]--> Æneas MacKenzie --[(INV) written_by]--> Ivanhoe --[starred_actors]--> Robert Taylor
Path (Raw):       They Died with Their Boots On --[written_by]--> Æneas MacKenzie --[(INV) written_by]--> Ivanhoe --[starred_actors]--> Robert Taylor
Neg LogProb(↓):   0.881913
Path Entropy(↓):  1.409687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the misfits screenwriters
Start Entity:     The Misfits
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Misfits --[written_by]--> Arthur Miller --[(INV) written_by]--> The Misfits --[has_genre]--> Drama
Path (Raw):       The Misfits --[written_by]--> Arthur Miller --[(INV) written_by]--> The Misfits --[has_genre]--> Drama
Neg LogProb(↓):   0.081160
Path Entropy(↓):  0.388938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the lifeboat director
Start Entity:     Lifeboat
Gold Answer:      [['W. Somerset Maugham', 'Thornton Wilder', 'David Dodge', 'Arthur La Bern', 'Robert E. Sherwood', 'Patrick Hamilton', 'Angus MacPhail', 'Patricia Highsmith', 'Oliver Sandys', 'Joseph Jefferson Farjeon', 'Sally Benson', 'Hall Caine', 'Barré Lyndon', 'Marie Belloc Lowndes', 'David O. Selznick', 'George Tabori', 'Dorothy Parker', 'Ernest Lehman', 'Cornell Woolrich', 'Peter Viertel', 'Leon Uris', 'Frank Launder', 'Hume Cronyn', 'Selwyn Jepson', 'John Buchan', 'Lizzie Mickery', 'James Bridie', 'Ethel Lina White', 'Whitfield Cook', 'Robert Benchley', 'Maxwell Anderson', 'Clemence Dane', 'David Ondaatje', 'Stephan Elliott', 'Paul Anthelme', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Anthony Shaffer', 'George Axelrod', 'Frederick Knott', 'Skip Woods', 'Samuel A. Taylor', 'Alec Coppel', 'Joseph Stefano', 'Joan Harrison', 'Charles Bennett', 'John Michael Hayes', 'Gordon McDonell', 'Philip MacDonald', 'Sidney Gilliat', 'John Galsworthy', 'Alfred Hitchcock', 'Jay Presson Allen', 'Winston Graham', 'Jerome Sable', 'Victor Canning', 'Eden Phillpotts', 'Jack Trevor Story', 'David Ayer', 'Robert Bloch', 'Joseph Conrad', 'Ben Hecht', 'Alma Reville', 'Michael Hogan', 'Walter C. Mycroft', 'Brian Moore', 'Helen Simpson', 'Arthur Laurents', 'James Hilton', 'Evan Hunter']]
Predicted Ans:    Alma Reville
Predicted Path:   Lifeboat --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[written_by]--> Alma Reville
Path (Raw):       Lifeboat --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[written_by]--> Alma Reville
Neg LogProb(↓):   1.425660
Path Entropy(↓):  2.451978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by mary kay place were in which genres
Start Entity:     Mary Kay Place
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Mary Kay Place --[(INV) starred_actors]--> Captain Ron --[has_genre]--> Comedy
Path (Raw):       Mary Kay Place --[No Operation]--> Mary Kay Place --[(INV) starred_actors]--> Captain Ron --[has_genre]--> Comedy
Neg LogProb(↓):   0.004601
Path Entropy(↓):  0.029295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of fear strikes out
Start Entity:     Fear Strikes Out
Gold Answer:      [['The Other', "Clara's Heart", 'Kiss Me Goodbye', 'Baby the Rain Must Fall', 'To Kill a Mockingbird', 'Come September', 'The Pursuit of Happiness', 'Inside Daisy Clover', 'Up the Down Staircase', 'Bloodbrothers', 'The Rat Race', 'Love with the Proper Stranger', "Summer of '42", 'Same Time, Next Year', 'The Man in the Moon']]
Predicted Ans:    Baby the Rain Must Fall
Predicted Path:   Fear Strikes Out --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall
Path (Raw):       Fear Strikes Out --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Baby the Rain Must Fall --[No Operation]--> Baby the Rain Must Fall
Neg LogProb(↓):   0.260573
Path Entropy(↓):  0.982723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie this filthy world
Start Entity:     This Filthy World
Gold Answer:      [['Steve Yeager']]
Predicted Ans:    Steve Yeager
Predicted Path:   This Filthy World --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[directed_by]--> Steve Yeager
Path (Raw):       This Filthy World --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[directed_by]--> Steve Yeager
Neg LogProb(↓):   0.001890
Path Entropy(↓):  0.013735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie permanent record released
Start Entity:     Permanent Record
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Permanent Record --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Permanent Record --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   3.633651
Path Entropy(↓):  4.787819
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote kids return
Start Entity:     Kids Return
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Documentary
Predicted Path:   Kids Return --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[has_genre]--> Documentary
Path (Raw):       Kids Return --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[has_genre]--> Documentary
Neg LogProb(↓):   0.011533
Path Entropy(↓):  0.072400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is boiling point
Start Entity:     Boiling Point
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Boiling Point --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Boiling Point --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.503453
Path Entropy(↓):  3.030084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was psychosis released
Start Entity:     Psychosis
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Psychosis --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Psychosis --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.457175
Path Entropy(↓):  3.897075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film nickelodeon were in which languages
Start Entity:     Nickelodeon
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Nickelodeon --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Nickelodeon --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.008214
Path Entropy(↓):  0.049513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by toni kalem in
Start Entity:     Toni Kalem
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Toni Kalem --[(INV) written_by]--> A Slipping-Down Life --[has_genre]--> Drama
Path (Raw):       Toni Kalem --[No Operation]--> Toni Kalem --[(INV) written_by]--> A Slipping-Down Life --[has_genre]--> Drama
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the beaver also wrote which films
Start Entity:     The Beaver
Gold Answer:      [['Scenic Route']]
Predicted Ans:    Scenic Route
Predicted Path:   The Beaver --[written_by]--> Kyle Killen --[(INV) written_by]--> Scenic Route
Path (Raw):       The Beaver --[written_by]--> Kyle Killen --[(INV) written_by]--> Scenic Route --[No Operation]--> Scenic Route
Neg LogProb(↓):   0.021232
Path Entropy(↓):  0.102007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of a room for romeo brass
Start Entity:     A Room for Romeo Brass
Gold Answer:      [['Once Upon a Time in the Midlands', 'This Is England', "Dead Man's Shoes", 'Heartlands', 'Somers Town']]
Predicted Ans:    Once Upon a Time in the Midlands
Predicted Path:   A Room for Romeo Brass --[written_by]--> Shane Meadows --[(INV) written_by]--> Once Upon a Time in the Midlands
Path (Raw):       A Room for Romeo Brass --[No Operation]--> A Room for Romeo Brass --[written_by]--> Shane Meadows --[(INV) written_by]--> Once Upon a Time in the Midlands
Neg LogProb(↓):   0.103061
Path Entropy(↓):  0.381852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of to be or not to be starred who
Start Entity:     To Be or Not to Be
Gold Answer:      [['Greta Garbo', 'Marlene Dietrich', 'Leighton Meester', 'Gene Tierney', 'James Stewart', 'Genevieve Tobin', 'Gary Cooper', 'Lana Turner', 'Burgess Meredith', 'Warren Beatty', 'Fredric March', 'Stephen Rea', 'Pola Negri', 'Jennifer Jones', 'Charles Laughton', 'Charles Ruggles', 'Fernando Lamas', 'Marjorie Main', 'Sam Neill', 'Don Ameche', 'Claudette Colbert', 'George Raft', 'Kay Francis', 'Charles Coburn', 'Selena Gomez', 'Katie Cassidy', 'Ruggero Raimondi', 'Plácido Domingo', 'Romola Garai', 'Faith Esham', 'Julia Migenes', 'Emil Jannings', 'Melvyn Douglas', 'Edward Everett Horton', 'Harry Liedtke', 'Leopold von Ledebur', 'Julie Christie', 'Miriam Hopkins', 'Maurice Chevalier', 'Frank Morgan', 'Herbert Marshall', 'Charles Boyer', 'Joseph Schildkraut', 'Merle Oberon', 'Margaret Sullavan', 'Jeanette MacDonald']]
Predicted Ans:    Claudette Colbert
Predicted Path:   To Be or Not to Be --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Path (Raw):       To Be or Not to Be --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   1.617444
Path Entropy(↓):  2.298956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did victor fleming direct
Start Entity:     Victor Fleming
Gold Answer:      [['Dr. Jekyll and Mr. Hyde', 'Gone with the Wind', 'The Wet Parade', 'Red Dust', 'Test Pilot', 'The Good Earth', 'Tortilla Flat', 'Mantrap', 'The Wizard of Oz', 'Joan of Arc', 'A Guy Named Joe', 'Captains Courageous', 'Bombshell']]
Predicted Ans:    A Guy Named Joe
Predicted Path:   Victor Fleming --[(INV) directed_by]--> A Guy Named Joe --[written_by]--> Chandler Sprague --[(INV) written_by]--> A Guy Named Joe
Path (Raw):       Victor Fleming --[(INV) directed_by]--> A Guy Named Joe --[written_by]--> Chandler Sprague --[(INV) written_by]--> A Guy Named Joe
Neg LogProb(↓):   0.755757
Path Entropy(↓):  1.565461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by scottish
Start Entity:     scottish
Gold Answer:      [['Braveheart', 'Trainspotting']]
Predicted Ans:    Trainspotting
Predicted Path:   scottish --[(INV) has_tags]--> Trainspotting --[has_tags]--> scottish --[(INV) has_tags]--> Trainspotting
Path (Raw):       scottish --[(INV) has_tags]--> Trainspotting --[has_tags]--> scottish --[(INV) has_tags]--> Trainspotting
Neg LogProb(↓):   0.009479
Path Entropy(↓):  0.063700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the life of david gale are directed by who
Start Entity:     The Life of David Gale
Gold Answer:      [['Philip Kaufman', 'Charles Haid', 'Richard Eyre', 'Wolfgang Petersen', 'Clint Eastwood', 'Lasse Hallström', 'Todd Field', 'Kevin Spacey', 'Dayyan Eng', 'Andrew Stanton', 'James Cameron', 'Jonas Pate', 'Duncan Jones', "Thaddeus O'Sullivan", 'Jean Negulesco', 'David J. Burke', 'Sam Mendes', 'Michael Apted', 'George Huang', 'Roman Polanski', 'Mimi Leder', 'Grant Heslov', 'George Hickenlooper', 'Gillies MacKinnon', 'Trent Cooper', 'Michel Gondry', 'Nancy Meyers', 'Robert Rossen', 'Joel Schumacher', 'Steven Zaillian', 'David Bowers', 'Robert Luketic', 'Bryan Singer', 'Sam Fell', 'George Butler', 'J.C. Chandor', 'Curtis Hanson', 'Ted Demme', 'Jason Reitman', 'Ang Lee', 'Iain Softley', 'Stephen Daldry', 'Seth Gordon', 'John Lasseter', 'F. Gary Gray', 'Peter Jackson', 'Jeannot Szwarc', 'Delphine Gleize', 'Alan J. Pakula']]
Predicted Ans:    Alan Parker
Predicted Path:   The Life of David Gale --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> The Life of David Gale --[directed_by]--> Alan Parker
Path (Raw):       The Life of David Gale --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> The Life of David Gale --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.940718
Path Entropy(↓):  1.728415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the director of osama
Start Entity:     Osama
Gold Answer:      [['Siddiq Barmak']]
Predicted Ans:    Siddiq Barmak
Predicted Path:   Osama --[directed_by]--> Siddiq Barmak --[(INV) directed_by]--> Osama --[directed_by]--> Siddiq Barmak
Path (Raw):       Osama --[directed_by]--> Siddiq Barmak --[(INV) directed_by]--> Osama --[directed_by]--> Siddiq Barmak
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by mary mccormack
Start Entity:     Mary McCormack
Gold Answer:      [['Iain Softley', 'Steven Soderbergh', 'Mel Smith']]
Predicted Ans:    Mel Smith
Predicted Path:   Mary McCormack --[(INV) starred_actors]--> High Heels and Low Lifes --[directed_by]--> Mel Smith
Path (Raw):       Mary McCormack --[No Operation]--> Mary McCormack --[(INV) starred_actors]--> High Heels and Low Lifes --[directed_by]--> Mel Smith
Neg LogProb(↓):   0.005801
Path Entropy(↓):  0.038581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of videodrome starred who
Start Entity:     Videodrome
Gold Answer:      [['Holly Hunter', 'Sandra Bullock', 'Oliver Reed', 'Jeff Goldblum', 'Viggo Mortensen', 'Miranda Richardson', 'Nash Edgerton', 'Deborah Kara Unger', 'Julianne Moore', 'Brooke Adams', 'Patrick McGoohan', 'Mia Wasikowska', 'Ralph Fiennes', 'John Cusack', 'Tom Skerritt', 'Stephen Lack', 'Herbert Lom', 'Don Cheadle', 'Barbara Sukowa', 'Jeremy Irons', 'Christopher Walken', 'Evan Bird', 'James Spader', 'Joe Silver', 'Frank Moore', 'Howard Ryshpan', 'Marilyn Chambers', 'Art Hindle', 'William Hurt', 'Ronald Mlodzik', 'Ian Holm', 'Elias Koteas', 'Keira Knightley', 'Michael Fassbender', 'Samantha Eggar', 'Robert Pattinson', "Jennifer O'Neill", 'Ian Richardson', 'Vincent Cassel', 'Geena Davis', 'Judy Davis', 'Peter Weller', 'John Getz', 'John Lone']]
Predicted Ans:    James Woods
Predicted Path:   Videodrome --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Videodrome --[starred_actors]--> James Woods
Path (Raw):       Videodrome --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Videodrome --[starred_actors]--> James Woods
Neg LogProb(↓):   0.693763
Path Entropy(↓):  1.385995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by johnny cash were directed by who
Start Entity:     Johnny Cash
Gold Answer:      [['Jonathan Holiff']]
Predicted Ans:    Jonathan Holiff
Predicted Path:   Johnny Cash --[(INV) starred_actors]--> My Father and the Man in Black --[directed_by]--> Jonathan Holiff
Path (Raw):       Johnny Cash --[No Operation]--> Johnny Cash --[(INV) starred_actors]--> My Father and the Man in Black --[directed_by]--> Jonathan Holiff
Neg LogProb(↓):   0.015716
Path Entropy(↓):  0.088885
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film the rover
Start Entity:     The Rover
Gold Answer:      [['robert pattinson', 'guy pearce', 'australia']]
Predicted Ans:    australia
Predicted Path:   The Rover --[has_tags]--> australia --[(INV) has_tags]--> Red Dog --[has_tags]--> australia
Path (Raw):       The Rover --[has_tags]--> australia --[(INV) has_tags]--> Red Dog --[has_tags]--> australia
Neg LogProb(↓):   0.027018
Path Entropy(↓):  0.122929
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the adventures of elmo in grouchland
Start Entity:     The Adventures of Elmo in Grouchland
Gold Answer:      [['Gary Halvorson']]
Predicted Ans:    Gary Halvorson
Predicted Path:   The Adventures of Elmo in Grouchland --[directed_by]--> Gary Halvorson --[(INV) directed_by]--> The Adventures of Elmo in Grouchland --[directed_by]--> Gary Halvorson
Path (Raw):       The Adventures of Elmo in Grouchland --[directed_by]--> Gary Halvorson --[(INV) directed_by]--> The Adventures of Elmo in Grouchland --[directed_by]--> Gary Halvorson
Neg LogProb(↓):   0.480157
Path Entropy(↓):  0.664704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie nine queens
Start Entity:     Nine Queens
Gold Answer:      [['Fabián Bielinsky']]
Predicted Ans:    Fabián Bielinsky
Predicted Path:   Nine Queens --[directed_by]--> Fabián Bielinsky --[(INV) directed_by]--> Nine Queens --[directed_by]--> Fabián Bielinsky
Path (Raw):       Nine Queens --[directed_by]--> Fabián Bielinsky --[(INV) directed_by]--> Nine Queens --[directed_by]--> Fabián Bielinsky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of barry mcevoy starred movies
Start Entity:     Barry McEvoy
Gold Answer:      [['Barry Levinson']]
Predicted Ans:    Barry Levinson
Predicted Path:   Barry McEvoy --[(INV) starred_actors]--> An Everlasting Piece --[directed_by]--> Barry Levinson
Path (Raw):       Barry McEvoy --[No Operation]--> Barry McEvoy --[(INV) starred_actors]--> An Everlasting Piece --[directed_by]--> Barry Levinson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie katalin varga were in which languages
Start Entity:     Katalin Varga
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Katalin Varga --[written_by]--> Peter Strickland --[(INV) written_by]--> Berberian Sound Studio --[in_language]--> Italian
Path (Raw):       Katalin Varga --[written_by]--> Peter Strickland --[(INV) written_by]--> Berberian Sound Studio --[in_language]--> Italian
Neg LogProb(↓):   0.002538
Path Entropy(↓):  0.018634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the pride and the passion
Start Entity:     The Pride and the Passion
Gold Answer:      [['The First Deadly Sin', 'I Bury the Living', 'Wings in the Dark', 'Big Brown Eyes', 'Destination Tokyo', 'Bringing Up Baby', 'The Toast of New York', 'Tony Rome', 'Once Upon a Honeymoon', 'Higher and Higher', 'People Will Talk', 'His Girl Friday', 'Anchors Aweigh', 'Holiday', 'Sweet November', 'A Countess from Hong Kong', 'Cannonball Run II', 'The Detective', 'Houseboat', 'Night and Day', 'Not as a Stranger', 'Some Came Running', 'The Awful Truth', 'On the Town', 'Charade', 'I Was a Male War Bride', 'Robin and the 7 Hoods', 'I Want to Live!', 'To Catch a Thief', 'The Black Orchid', 'A Hole in the Head', 'Lady in Cement', "I'm No Angel", 'The Tender Trap', 'Arabesque', 'The Manchurian Candidate', 'Hot Saturday', "Ocean's 11", "The Bishop's Wife", 'The Fall of the Roman Empire', 'The Joker Is Wild', 'Kiss Them for Me', 'Indiscreet', '4 for Texas', 'Desire Under the Elms', 'Yesterday, Today and Tomorrow', 'It Started in Naples', 'Boy on a Dolphin', 'High Society', 'Lady Liberty', 'Every Girl Should Be Married', 'Can-Can', 'Notorious', 'The Howards of Virginia', 'The Eagle and the Hawk', "The Devil at 4 O'Clock", 'Mr. Blandings Builds His Dream House', 'Take Me Out to the Ball Game', 'Double Dynamite', 'Room for One More', 'Guys and Dolls', 'Young at Heart', 'Dream Wife', 'Father Goose', 'The Talk of the Town', 'The Key', 'Dirty Dingus Magee', 'Come Blow Your Horn', "Von Ryan's Express", 'Blonde Venus', 'Attila', 'El Cid', 'Topper', 'The Grass Is Greener', 'In Name Only', 'Operation Petticoat', 'The Cassandra Crossing', 'Kiss and Make-Up', 'Pal Joey', 'An Affair to Remember', 'Legend of the Lost', 'Suspicion', 'North by Northwest', 'Arsenic and Old Lace', 'Monkey Business', 'The Bachelor and the Bobby-Soxer', 'A Special Day', 'Assault on a Queen', 'Crisis', 'Suzy', 'That Touch of Mink', 'Gunga Din', 'Man of La Mancha', 'Only Angels Have Wings', 'Mr. Lucky', 'Suddenly', 'Grumpier Old Men', 'The Philadelphia Story', 'Firepower', 'Born to Be Bad', 'Sylvia Scarlett', 'The Man with the Golden Arm', 'Penny Serenade', 'She Done Him Wrong', 'Between Strangers', 'My Favorite Wife', 'The Defiant Ones', 'Two Women']]
Predicted Ans:    Monkey Business
Predicted Path:   The Pride and the Passion --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Monkey Business
Path (Raw):       The Pride and the Passion --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> Monkey Business
Neg LogProb(↓):   1.275995
Path Entropy(↓):  2.484264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of hard, fast and beautiful
Start Entity:     Hard, Fast and Beautiful
Gold Answer:      [['John R. Tunis']]
Predicted Ans:    John R. Tunis
Predicted Path:   Hard, Fast and Beautiful --[written_by]--> John R. Tunis --[(INV) written_by]--> Hard, Fast and Beautiful --[written_by]--> John R. Tunis
Path (Raw):       Hard, Fast and Beautiful --[written_by]--> John R. Tunis --[(INV) written_by]--> Hard, Fast and Beautiful --[written_by]--> John R. Tunis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the frighteners
Start Entity:     The Frighteners
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   The Frighteners --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       The Frighteners --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.945378
Path Entropy(↓):  4.465604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by adam bousdoukos fall under
Start Entity:     Adam Bousdoukos
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adam Bousdoukos --[(INV) written_by]--> Soul Kitchen --[has_genre]--> Comedy
Path (Raw):       Adam Bousdoukos --[No Operation]--> Adam Bousdoukos --[(INV) written_by]--> Soul Kitchen --[has_genre]--> Comedy
Neg LogProb(↓):   0.000446
Path Entropy(↓):  0.003883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of flags of our fathers
Start Entity:     Flags of Our Fathers
Gold Answer:      [['Breezy', 'Sudden Impact', 'The Outlaw Josey Wales', 'Heartbreak Ridge', 'Letters from Iwo Jima', 'Blood Work', 'The Eiger Sanction', 'American Sniper', 'Unforgiven', 'True Crime', 'The Rookie', 'J. Edgar', 'The Gauntlet', 'Gran Torino', 'Pale Rider', 'The Bridges of Madison County', 'Absolute Power', 'High Plains Drifter', 'A Perfect World', 'Midnight in the Garden of Good and Evil', 'Jersey Boys', 'Mystic River', 'Space Cowboys', 'Million Dollar Baby', 'Honkytonk Man', 'Firefox', 'Bird', 'Bronco Billy', 'Play Misty for Me', 'Hereafter', 'Invictus', 'Changeling', 'White Hunter Black Heart']]
Predicted Ans:    Hereafter
Predicted Path:   Flags of Our Fathers --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter
Path (Raw):       Flags of Our Fathers --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[No Operation]--> Hereafter
Neg LogProb(↓):   1.095153
Path Entropy(↓):  2.100932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the big fix is also the director of which films
Start Entity:     The Big Fix
Gold Answer:      [['Scott Joplin', 'The Chosen', 'The Sting II']]
Predicted Ans:    The Chosen
Predicted Path:   The Big Fix --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen
Path (Raw):       The Big Fix --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen --[No Operation]--> The Chosen
Neg LogProb(↓):   0.183188
Path Entropy(↓):  0.590164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote the goonies
Start Entity:     The Goonies
Gold Answer:      [['Steven Spielberg', 'Chris Columbus']]
Predicted Ans:    Steven Spielberg
Predicted Path:   The Goonies --[written_by]--> Steven Spielberg --[(INV) written_by]--> Close Encounters of the Third Kind --[written_by]--> Steven Spielberg
Path (Raw):       The Goonies --[written_by]--> Steven Spielberg --[(INV) written_by]--> Close Encounters of the Third Kind --[written_by]--> Steven Spielberg
Neg LogProb(↓):   0.267771
Path Entropy(↓):  0.721546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in run of the arrow
Start Entity:     Run of the Arrow
Gold Answer:      [['Jonathan Latimer', 'William Durkee', 'Mars Callahan', 'Jack Finney', 'Stanley Mann', 'Paul Wellman', 'Delmer Daves', 'Richard Carroll', 'John Milius', 'Edmund H. North', 'A.I. Bezzerides', 'William Bowers', 'Sidney Sheldon', 'Charles Shyer', 'Howard B. Kreitsek', 'Budd Schulberg', 'Sydney Boehm', 'Ray Bradbury', 'Mickey Spillane', 'Bryan Forbes', 'Stirling Silliphant', 'John Ball', 'Erich Kästner', 'Nancy Meyers', 'John Gay', 'H.G. Wells', 'Jack Garfein', 'Alex Karmel', 'Howard Browne', 'Bert I. Gordon', 'Max Catto', 'Malvin Wald', 'Leonard Kantor', 'Henry F. Greenberg', 'William Goldman', 'Graham Greene', 'David Goodis', 'Gerald Di Pego', 'David Swift', 'William Diehl', 'Chaim Potok', 'Morton S. Fine', 'David Friedkin', 'Edward Lewis Wallant', 'Malcolm Johnson', 'Carlotta Monti', 'Bob Merrill']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   Run of the Arrow --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Path (Raw):       Run of the Arrow --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.264962
Path Entropy(↓):  0.804132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by reiko kataoka
Start Entity:     Reiko Kataoka
Gold Answer:      [['Ryosuke Hashiguchi']]
Predicted Ans:    Ryosuke Hashiguchi
Predicted Path:   Reiko Kataoka --[(INV) starred_actors]--> Hush! --[directed_by]--> Ryosuke Hashiguchi
Path (Raw):       Reiko Kataoka --[No Operation]--> Reiko Kataoka --[(INV) starred_actors]--> Hush! --[directed_by]--> Ryosuke Hashiguchi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for an extremely goofy movie
Start Entity:     An Extremely Goofy Movie
Gold Answer:      [['Douglas McCarthy']]
Predicted Ans:    Douglas McCarthy
Predicted Path:   An Extremely Goofy Movie --[directed_by]--> Douglas McCarthy --[(INV) directed_by]--> An Extremely Goofy Movie --[directed_by]--> Douglas McCarthy
Path (Raw):       An Extremely Goofy Movie --[directed_by]--> Douglas McCarthy --[(INV) directed_by]--> An Extremely Goofy Movie --[directed_by]--> Douglas McCarthy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed an enemy of the people
Start Entity:     An Enemy of the People
Gold Answer:      [['George Schaefer']]
Predicted Ans:    Henry Koster
Predicted Path:   An Enemy of the People --[directed_by]--> George Schaefer --[(INV) directed_by]--> Harvey --[directed_by]--> Henry Koster
Path (Raw):       An Enemy of the People --[directed_by]--> George Schaefer --[(INV) directed_by]--> Harvey --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.326575
Path Entropy(↓):  0.960097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films directed by the director of the forbidden kingdom
Start Entity:     The Forbidden Kingdom
Gold Answer:      [['Family', 'Animation', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Forbidden Kingdom --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[has_genre]--> Action
Path (Raw):       The Forbidden Kingdom --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom --[has_genre]--> Action
Neg LogProb(↓):   0.235944
Path Entropy(↓):  0.558637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies written by annie deyoung fall under
Start Entity:     Annie DeYoung
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Annie DeYoung --[(INV) written_by]--> Wuthering Heights --[has_genre]--> Drama
Path (Raw):       Annie DeYoung --[No Operation]--> Annie DeYoung --[(INV) written_by]--> Wuthering Heights --[has_genre]--> Drama
Neg LogProb(↓):   0.009339
Path Entropy(↓):  0.052737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by colin blakely release
Start Entity:     Colin Blakely
Gold Answer:      [['1970', '1967', '1977']]
Predicted Ans:    1977
Predicted Path:   Colin Blakely --[(INV) starred_actors]--> Equus --[release_year]--> 1977
Path (Raw):       Colin Blakely --[No Operation]--> Colin Blakely --[(INV) starred_actors]--> Equus --[release_year]--> 1977
Neg LogProb(↓):   0.142385
Path Entropy(↓):  0.460284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the ipcress file director
Start Entity:     The Ipcress File
Gold Answer:      [['Gordon Graham', 'Joseph Kahn', 'Mark Palermo', 'Stephen Sewell', 'Sidney J. Furie', 'Billie Holiday', 'Mikko Niskanen', 'Paavo Rintala', 'Stuart Douglass']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   The Ipcress File --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Path (Raw):       The Ipcress File --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Neg LogProb(↓):   0.581998
Path Entropy(↓):  1.407921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by francois truffaut
Start Entity:     François Truffaut
Gold Answer:      [['Blake Edwards', 'Marcel Moussy', 'Charles Williams', 'Ray Bradbury', 'Henry James', 'Cornell Woolrich']]
Predicted Ans:    François Truffaut
Predicted Path:   François Truffaut --[(INV) written_by]--> The Wild Child --[written_by]--> François Truffaut
Path (Raw):       François Truffaut --[No Operation]--> François Truffaut --[(INV) written_by]--> The Wild Child --[written_by]--> François Truffaut
Neg LogProb(↓):   0.258756
Path Entropy(↓):  0.856383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of bob byington directed movies
Start Entity:     Bob Byington
Gold Answer:      [['2012', '1956']]
Predicted Ans:    2012
Predicted Path:   Bob Byington --[(INV) directed_by]--> Somebody Up There Likes Me --[release_year]--> 2012
Path (Raw):       Bob Byington --[No Operation]--> Bob Byington --[(INV) directed_by]--> Somebody Up There Likes Me --[release_year]--> 2012
Neg LogProb(↓):   0.311924
Path Entropy(↓):  0.637909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about donald sutherland
Start Entity:     donald sutherland
Gold Answer:      [['Invasion of the Body Snatchers', 'Johnny Got His Gun', 'Panic', 'Cold Mountain', 'The Italian Job', 'Land of the Blind', 'MASH', 'Buffy the Vampire Slayer', 'Alex in Wonderland', 'The Eagle', "Don't Look Now", 'The Eagle Has Landed', "Kelly's Heroes", 'Without Limits', 'Path to War', 'The Assignment', 'Space Cowboys', 'Klute', 'Ordinary People', 'Reign Over Me']]
Predicted Ans:    Johnny Got His Gun
Predicted Path:   donald sutherland --[(INV) has_tags]--> Johnny Got His Gun --[has_tags]--> donald sutherland --[(INV) has_tags]--> Johnny Got His Gun
Path (Raw):       donald sutherland --[(INV) has_tags]--> Johnny Got His Gun --[has_tags]--> donald sutherland --[(INV) has_tags]--> Johnny Got His Gun
Neg LogProb(↓):   0.358458
Path Entropy(↓):  1.400786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of robert mitchum
Start Entity:     Robert Mitchum
Gold Answer:      [['Peter Falk', 'Jane Russell', 'Juliette Lewis', 'Cary Grant', 'Jessica Lange', 'Trevor Howard', 'Katharine Hepburn', 'Gregory Peck', 'Arthur Hunnicutt', 'James Caan', 'Jeanne Moreau', 'Marie Prevost', 'Herbert Lom', 'Faith Domergue', 'John Ireland', 'Martin Sheen', 'George Peppard', 'Charlene Holt', 'Lauren Bacall', 'Stacy Keach', 'Janet Leigh', 'Mia Farrow', 'Nastassja Kinski', 'Peter Boyle', 'Louis Wolheim', 'Robert Preston', 'Eleanor Parker', 'Yul Brynner', 'Susan Hayward', 'Robert De Niro', 'Claude Rains', 'William Bendix', 'Gloria Grahame', 'Teresa Wright', 'Polly Bergen', 'Lennart Jähkel', 'John Mills', 'Peggy Ashcroft', 'Rolf Lassgård', 'Judith Anderson', 'Frank Langella', 'Rita Hayworth', 'Ava Gardner', 'Candy Clark', 'Jan Sterling', 'Frank Sinatra', 'Deborah Kerr', 'Jane Greer', 'Vincent Price', 'Bruce Dern', 'Sarah Miles', 'Glynis Johns', 'Robert Wagner', 'Christopher Jones', 'Lizabeth Scott', 'Nick Nolte', 'Olivia de Havilland', 'Henry Hull', 'Shirley MacLaine', 'Robert Ryan', 'John Wayne', 'Barbara Bel Geddes', 'Kirk Douglas', 'Jack Webb', 'John Savage', 'Charlotte Rampling', 'Dean Jagger', 'Humphrey Bogart', 'Thomas Meighan', 'Robert Young', 'George Hamilton', 'Sylvia Miles', 'Elizabeth Taylor', 'Jack Lemmon', 'Dean Martin', 'Steven Seagal', 'Marg Helgenberger', 'Peter Ustinov', 'Lillian Gish', 'Paul Newman', 'Robert Taylor', 'Tony Curtis', 'Marilyn Monroe', 'Shelley Winters', 'Stephen Lang', 'Jean Simmons', 'George Kennedy', 'Arthur Kennedy']]
Predicted Ans:    John Wayne
Predicted Path:   Robert Mitchum --[(INV) starred_actors]--> El Dorado --[starred_actors]--> John Wayne
Path (Raw):       Robert Mitchum --[No Operation]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.869399
Path Entropy(↓):  1.807158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the other woman
Start Entity:     The Other Woman
Gold Answer:      [['Sofia Vassilieva', 'Bruce Willis', 'Emile Hirsch', 'Cameron Diaz', 'Denzel Washington', 'Marisa Tomei', 'Gena Rowlands', 'John Travolta', 'Sean Penn', 'Lisa Kudrow', 'Gérard Depardieu', 'James Gandolfini', 'Bobby Cannavale', 'Ben Affleck', 'James Garner', 'Jesse Bradford', 'Gwyneth Paltrow', 'Abigail Breslin', 'Steve Coogan', 'Martin Donovan', 'Christina Ricci', 'Robin Wright']]
Predicted Ans:    Lisa Kudrow
Predicted Path:   The Other Woman --[directed_by]--> Don Roos --[(INV) directed_by]--> The Opposite of Sex --[starred_actors]--> Lisa Kudrow
Path (Raw):       The Other Woman --[directed_by]--> Don Roos --[(INV) directed_by]--> The Opposite of Sex --[starred_actors]--> Lisa Kudrow
Neg LogProb(↓):   0.578572
Path Entropy(↓):  0.863375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with mahler in
Start Entity:     Mahler
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Mahler --[written_by]--> Ken Russell --[(INV) written_by]--> The Lair of the White Worm --[in_language]--> English
Path (Raw):       Mahler --[written_by]--> Ken Russell --[(INV) written_by]--> The Lair of the White Worm --[in_language]--> English
Neg LogProb(↓):   0.003239
Path Entropy(↓):  0.022087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of mary reilly
Start Entity:     Mary Reilly
Gold Answer:      [["Ripley's Game", 'A Talking Picture', 'The Mexican', 'Mystic Pizza', 'Mirror Mirror', 'Queens Logic', 'The Sheltering Sky', "Charlie Wilson's War", 'The Man in the Iron Mask', 'Beyond the Clouds', 'Secretariat', 'Jonah Hex', 'Death of a Salesman', 'RKO 281', 'I Love Trouble', 'Dying Young', 'Duplicity', 'Stepmom', 'The Libertine', 'The Killing Fields', 'The Pelican Brief', 'Hook', 'Mona Lisa Smile', 'Art School Confidential', 'Erin Brockovich', 'In the Line of Fire', 'Conspiracy Theory', 'Dangerous Liaisons', 'Disgrace', 'Klimt', 'Eat Pray Love', 'Burn After Reading', "America's Sweethearts", 'Gardens of the Night', "My Best Friend's Wedding", 'Shadow of the Vampire', 'Afterwards', 'The Convent', 'Something to Talk About', 'Making Mr. Right', 'Sleeping with the Enemy', 'The Object of Beauty', 'Notting Hill', 'Pretty Woman', 'Of Mice and Men', 'The Great Buck Howard', 'The Ant Bully', 'Closer', 'Flatliners', 'Runaway Bride', 'The Portrait of a Lady', 'Empire of the Sun']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   Mary Reilly --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds
Path (Raw):       Mary Reilly --[starred_actors]--> John Malkovich --[No Operation]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds
Neg LogProb(↓):   0.683540
Path Entropy(↓):  1.033559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with marianne koch
Start Entity:     Marianne Koch
Gold Answer:      [['Gian Maria Volonté', 'Wolfgang Lukschy', 'Clint Eastwood']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Marianne Koch --[(INV) starred_actors]--> A Fistful of Dollars --[starred_actors]--> Clint Eastwood
Path (Raw):       Marianne Koch --[No Operation]--> Marianne Koch --[(INV) starred_actors]--> A Fistful of Dollars --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.000072
Path Entropy(↓):  0.000813
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of open season 2
Start Entity:     Open Season 2
Gold Answer:      [['Friday After Next', 'All About the Benjamins', 'The Honeymooners', 'Next Day Air', 'Next Friday', 'Sparkle', 'Ted', 'Repentance']]
Predicted Ans:    Repentance
Predicted Path:   Open Season 2 --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance
Path (Raw):       Open Season 2 --[starred_actors]--> Mike Epps --[No Operation]--> Mike Epps --[(INV) starred_actors]--> Repentance
Neg LogProb(↓):   0.065368
Path Entropy(↓):  0.272936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie boarding gate
Start Entity:     Boarding Gate
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Boarding Gate --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Boarding Gate --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.263064
Path Entropy(↓):  3.069672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of tatie danielle
Start Entity:     Tatie Danielle
Gold Answer:      [['Étienne Chatiliez']]
Predicted Ans:    Étienne Chatiliez
Predicted Path:   Tatie Danielle --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Tatie Danielle --[written_by]--> Étienne Chatiliez
Path (Raw):       Tatie Danielle --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Tatie Danielle --[written_by]--> Étienne Chatiliez
Neg LogProb(↓):   0.009011
Path Entropy(↓):  0.055060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did virginia weidler star in
Start Entity:     Virginia Weidler
Gold Answer:      [['Best Foot Forward', 'The Lone Wolf Spy Hunt', 'The Youngest Profession', 'Babes on Broadway']]
Predicted Ans:    Best Foot Forward
Predicted Path:   Virginia Weidler --[(INV) starred_actors]--> Best Foot Forward --[starred_actors]--> William Gaxton --[(INV) starred_actors]--> Best Foot Forward
Path (Raw):       Virginia Weidler --[(INV) starred_actors]--> Best Foot Forward --[starred_actors]--> William Gaxton --[(INV) starred_actors]--> Best Foot Forward
Neg LogProb(↓):   0.015973
Path Entropy(↓):  0.095541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of madame rosa
Start Entity:     Madame Rosa
Gold Answer:      [['Errol Flynn', 'Kristy McNichol', 'Arletty', 'Paul Anka', 'Eddie Albert', 'Trevor Howard', 'Juliette Gréco']]
Predicted Ans:    Trevor Howard
Predicted Path:   Madame Rosa --[written_by]--> Romain Gary --[(INV) written_by]--> The Roots of Heaven --[starred_actors]--> Trevor Howard
Path (Raw):       Madame Rosa --[written_by]--> Romain Gary --[(INV) written_by]--> The Roots of Heaven --[starred_actors]--> Trevor Howard
Neg LogProb(↓):   0.515723
Path Entropy(↓):  1.023079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by joseph julian soria were written by who
Start Entity:     Joseph Julian Soria
Gold Answer:      [['Peter Sattler']]
Predicted Ans:    Peter Sattler
Predicted Path:   Joseph Julian Soria --[(INV) starred_actors]--> Camp X-Ray --[written_by]--> Peter Sattler
Path (Raw):       Joseph Julian Soria --[No Operation]--> Joseph Julian Soria --[(INV) starred_actors]--> Camp X-Ray --[written_by]--> Peter Sattler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the jonah who will be 25 in the year 2000 director
Start Entity:     Jonah Who Will Be 25 in the Year 2000
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jonah Who Will Be 25 in the Year 2000 --[directed_by]--> Alain Tanner --[(INV) directed_by]--> Light Years Away --[in_language]--> English
Path (Raw):       Jonah Who Will Be 25 in the Year 2000 --[directed_by]--> Alain Tanner --[(INV) directed_by]--> Light Years Away --[in_language]--> English
Neg LogProb(↓):   0.001154
Path Entropy(↓):  0.009128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by howard koch
Start Entity:     Howard Koch
Gold Answer:      [['Drama', 'War', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Howard Koch --[(INV) written_by]--> Three Strangers --[has_genre]--> Drama
Path (Raw):       Howard Koch --[No Operation]--> Howard Koch --[(INV) written_by]--> Three Strangers --[has_genre]--> Drama
Neg LogProb(↓):   0.056756
Path Entropy(↓):  0.266677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of criss cross
Start Entity:     Criss Cross
Gold Answer:      [['W. Somerset Maugham', 'Henry Edward Helseth', 'Ketti Frings', 'James Ronald', 'Andrei Tarkovsky', 'Ethel Lina White', 'Mel Dinelli', 'Nunnally Johnson', 'Aleksandr Gordon', 'Ernest Hemingway', 'Anthony Veiller', 'Vladimir Pozner']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Criss Cross --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Path (Raw):       Criss Cross --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.247754
Path Entropy(↓):  1.597278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by leonid andreyev
Start Entity:     Leonid Andreyev
Gold Answer:      [['Lon Chaney', 'Norma Shearer', 'John Gilbert']]
Predicted Ans:    Norma Shearer
Predicted Path:   Leonid Andreyev --[(INV) written_by]--> He Who Gets Slapped --[starred_actors]--> Norma Shearer
Path (Raw):       Leonid Andreyev --[No Operation]--> Leonid Andreyev --[(INV) written_by]--> He Who Gets Slapped --[starred_actors]--> Norma Shearer
Neg LogProb(↓):   0.001667
Path Entropy(↓):  0.012828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by gustaf skarsgard were in which languages
Start Entity:     Gustaf Skarsgård
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Gustaf Skarsgård --[(INV) starred_actors]--> Trust Me --[in_language]--> Swedish
Path (Raw):       Gustaf Skarsgård --[No Operation]--> Gustaf Skarsgård --[(INV) starred_actors]--> Trust Me --[in_language]--> Swedish
Neg LogProb(↓):   0.006759
Path Entropy(↓):  0.040397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote millennium
Start Entity:     Millennium
Gold Answer:      [['John Varley']]
Predicted Ans:    John Varley
Predicted Path:   Millennium --[written_by]--> John Varley --[(INV) written_by]--> Millennium --[written_by]--> John Varley
Path (Raw):       Millennium --[written_by]--> John Varley --[(INV) written_by]--> Millennium --[written_by]--> John Varley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of satan's brew
Start Entity:     Satan's Brew
Gold Answer:      [['Rainer Werner Fassbinder', 'Ulli Lommel', 'Eddie Constantine', 'Charles Bronson', 'Karl Scheydt', 'Anouk Aimée', 'Hanna Schygulla', 'Susan George', 'Karlheinz Böhm', 'Margit Carstensen', 'Brad Davis', 'Anna Karina', 'Klaus Löwitsch', 'Peter Chatel', 'Irm Hermann', 'Lou Castel', 'Dirk Bogarde']]
Predicted Ans:    Brad Davis
Predicted Path:   Satan's Brew --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[starred_actors]--> Brad Davis
Path (Raw):       Satan's Brew --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[starred_actors]--> Brad Davis
Neg LogProb(↓):   0.866052
Path Entropy(↓):  1.516612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by gemma arterton
Start Entity:     Gemma Arterton
Gold Answer:      [['2009', '2010', '2014', '2012', '2013']]
Predicted Ans:    2013
Predicted Path:   Gemma Arterton --[(INV) starred_actors]--> Runner Runner --[release_year]--> 2013
Path (Raw):       Gemma Arterton --[No Operation]--> Gemma Arterton --[(INV) starred_actors]--> Runner Runner --[release_year]--> 2013
Neg LogProb(↓):   0.217479
Path Entropy(↓):  0.672762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of michelle ryan starred movies
Start Entity:     Michelle Ryan
Gold Answer:      [['2006', '2004']]
Predicted Ans:    2004
Predicted Path:   Michelle Ryan --[(INV) starred_actors]--> Cashback --[release_year]--> 2004
Path (Raw):       Michelle Ryan --[No Operation]--> Michelle Ryan --[(INV) starred_actors]--> Cashback --[release_year]--> 2004
Neg LogProb(↓):   0.508474
Path Entropy(↓):  0.672435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film watermelon man
Start Entity:     Watermelon Man
Gold Answer:      [['Melvin Van Peebles']]
Predicted Ans:    Melvin Van Peebles
Predicted Path:   Watermelon Man --[directed_by]--> Melvin Van Peebles --[(INV) directed_by]--> Sweet Sweetback's Baadasssss Song --[directed_by]--> Melvin Van Peebles
Path (Raw):       Watermelon Man --[directed_by]--> Melvin Van Peebles --[(INV) directed_by]--> Sweet Sweetback's Baadasssss Song --[directed_by]--> Melvin Van Peebles
Neg LogProb(↓):   0.001529
Path Entropy(↓):  0.011433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the gore gore girls
Start Entity:     The Gore Gore Girls
Gold Answer:      [['Connie Mason']]
Predicted Ans:    Connie Mason
Predicted Path:   The Gore Gore Girls --[directed_by]--> Herschell Gordon Lewis --[(INV) directed_by]--> Two Thousand Maniacs! --[starred_actors]--> Connie Mason
Path (Raw):       The Gore Gore Girls --[directed_by]--> Herschell Gordon Lewis --[(INV) directed_by]--> Two Thousand Maniacs! --[starred_actors]--> Connie Mason
Neg LogProb(↓):   0.023384
Path Entropy(↓):  0.119564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the lost weekend director
Start Entity:     The Lost Weekend
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Lost Weekend --[directed_by]--> Billy Wilder --[(INV) directed_by]--> A Foreign Affair --[has_genre]--> Comedy
Path (Raw):       The Lost Weekend --[directed_by]--> Billy Wilder --[(INV) directed_by]--> A Foreign Affair --[has_genre]--> Comedy
Neg LogProb(↓):   1.106078
Path Entropy(↓):  1.757239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of game of death
Start Entity:     Game of Death
Gold Answer:      [['Murder at 1600', 'Blade II', 'The Big Boss', 'The Fan', 'Grindhouse', 'Unstoppable', "White Men Can't Jump", 'Gallowwalkers', 'The Contractor', 'One Night Stand', 'Futuresport', 'Raze', 'The Marksman', 'Enter the Dragon', 'Drop Zone', 'The Art of War', 'Death Proof', 'Game of Death II', '7 Seconds', 'Sugar Hill', 'Demolition Man', 'New Jack City', 'Passenger 57', 'Hard Luck', "Brooklyn's Finest", 'Blade', 'Boiling Point', "Mo' Better Blues", 'Chaos', 'Rising Sun', 'Jungle Fever', 'I Am Bruce Lee', 'Money Train', 'The Detonator', 'Undisputed', 'U.S. Marshals']]
Predicted Ans:    Chaos
Predicted Path:   Game of Death --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Path (Raw):       Game of Death --[starred_actors]--> Wesley Snipes --[No Operation]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Neg LogProb(↓):   0.919119
Path Entropy(↓):  1.592726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote annie get your gun
Start Entity:     Annie Get Your Gun
Gold Answer:      [['Carmen Miranda', 'Jane Powell', 'Cary Grant', 'Walter Pidgeon', 'Danielle Darrieux', 'Myrna Loy', 'Elliott Gould', 'Shirley Temple', 'Doris Day', 'John Beck', 'Roger Moore', 'Jimmy Durante', 'Wendell Corey', 'Vic Damone', 'Stephen Boyd', 'Rod Steiger', 'Martha Raye', 'Betta St. John', 'Susan Sarandon', 'Barry Sullivan', 'Ann Sothern', 'Deborah Kerr']]
Predicted Ans:    Cary Grant
Predicted Path:   Annie Get Your Gun --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer --[starred_actors]--> Cary Grant
Path (Raw):       Annie Get Your Gun --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.082931
Path Entropy(↓):  0.362622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the heavenly body
Start Entity:     The Heavenly Body
Gold Answer:      [['One Way Passage', 'Evelyn Prentice', 'Shadow of the Thin Man', 'Song of the Thin Man', 'Manhattan Melodrama', 'Man of the World', 'Another Thin Man', 'Star of Midnight', 'The Thin Man Goes Home', 'The Last of Mrs. Cheyney', 'Life with Father', 'Double Harness', 'Her Highness and the Bellboy', 'Jewel Robbery', "The Emperor's Candlesticks", 'Comrade X', 'Experiment Perilous', 'Tortilla Flat', 'Come Live with Me', 'Love Crazy', 'I Love You Again', 'Rendezvous', 'Lawyer Man', 'Boom Town', 'The Thin Man', 'Double Wedding', 'Crossroads', 'Algiers', 'The Last Command', 'My Man Godfrey', 'Mister Roberts', 'The Great Ziegfeld', 'Private Detective 62', 'After the Thin Man', 'Samson and Delilah', 'Libeled Lady']]
Predicted Ans:    Crossroads
Predicted Path:   The Heavenly Body --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads
Path (Raw):       The Heavenly Body --[starred_actors]--> William Powell --[No Operation]--> William Powell --[(INV) starred_actors]--> Crossroads
Neg LogProb(↓):   1.190855
Path Entropy(↓):  1.912580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of terribly happy
Start Entity:     Terribly Happy
Gold Answer:      [['The Art of Crying']]
Predicted Ans:    Terribly Happy
Predicted Path:   Terribly Happy --[written_by]--> Erling Jepsen --[(INV) written_by]--> Terribly Happy
Path (Raw):       Terribly Happy --[written_by]--> Erling Jepsen --[No Operation]--> Erling Jepsen --[(INV) written_by]--> Terribly Happy
Neg LogProb(↓):   0.131940
Path Entropy(↓):  0.493144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of joe anderson written movies
Start Entity:     Joe Anderson
Gold Answer:      [['Sean McEwen']]
Predicted Ans:    Sean McEwen
Predicted Path:   Joe Anderson --[(INV) directed_by]--> Albino Farm --[written_by]--> Sean McEwen
Path (Raw):       Joe Anderson --[No Operation]--> Joe Anderson --[(INV) directed_by]--> Albino Farm --[written_by]--> Sean McEwen
Neg LogProb(↓):   1.042500
Path Entropy(↓):  1.571783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of trial
Start Entity:     Trial
Gold Answer:      [['Lee Philips', 'Paul Burke', 'Barbara Parkins', 'Mickey Rooney', 'Patty Duke', 'Sharon Tate', 'Judy Holliday', 'Susan Hayward', 'Lloyd Nolan', 'Lana Turner', 'Lloyd Bridges', 'Trevor Howard', 'Myrna Loy', 'William Holden', 'Jack Carson', 'Joanne Woodward', 'Jack Lemmon', 'Fredric March', 'Douglas Dick', 'Dana Andrews', 'Lorne Greene', 'Charlton Heston', 'Jeff Corey', 'Richard Dix', 'Ingrid Bergman', 'Robert Donat', 'Elke Sommer', 'Peggy Dow', 'James Edwards', 'Edward G. Robinson', 'Paul Newman', 'Kim Novak', 'Grace Kelly', 'Kim Hunter', 'Tom Conway', 'Isabel Jewell', 'Jean Brooks', 'Kirk Douglas', 'Boris Karloff', 'Ava Gardner', 'Edith Barrett', 'Ben Bard', 'Russell Wade', 'George Kennedy', 'Humphrey Bogart', 'Frank Sinatra', 'Arthur Kennedy', 'Ina Balin', 'Marilyn Maxwell']]
Predicted Ans:    Paul Newman
Predicted Path:   Trial --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Prize --[starred_actors]--> Paul Newman
Path (Raw):       Trial --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Prize --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.692102
Path Entropy(↓):  1.239995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by jerry barone
Start Entity:     Jerry Barone
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jerry Barone --[(INV) starred_actors]--> Two Bits --[has_genre]--> Drama
Path (Raw):       Jerry Barone --[No Operation]--> Jerry Barone --[(INV) starred_actors]--> Two Bits --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is the mask of dimitrios
Start Entity:     The Mask of Dimitrios
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Mask of Dimitrios --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Mask of Dimitrios --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.641217
Path Entropy(↓):  4.665283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in freeway
Start Entity:     Freeway
Gold Answer:      [['Alexandre Aja', 'Sara Gruen', 'Karen McCullah', 'Kirsten Smith', 'Jeffrey Konvitz', 'John Fusco', 'Stephenie Meyer', 'Christopher Crowe', 'Tom Perrotta', 'Cheryl Strayed', 'James Mangold', 'Anne Amanda Opotowsky', 'Alexander Payne', 'E.T.A. Hoffmann', 'Michael Hoffman', 'Ron Cutler', 'Alex Proyas', 'Laurens Van der Post', 'James L. Brooks', 'David S. Goyer', 'Ernest Thompson', 'George Sluizer', 'John Krasinski', 'Tim Krabbé', 'Gerald Petievich', 'Richard LaGravenese', 'Jay McInerney', 'Dave Eggers', 'Matt Damon', "Rockne S. O'Bannon", 'Andrew Wellman', 'Jefery Levy', 'Michael Winner', 'Paul Harris Boardman', 'Gill Dennis', 'Richard Russo', 'Robert Benton', 'Mara Leveritt', 'Jeff Miller', 'Choderlos de Laclos', 'Johnny Cash', 'George MacDonald Fraser', 'Jeff Nichols', 'Amanda Brown', 'David Loughery', 'Lem Dobbs', 'Melissa Rosenberg', 'Jim Taylor', 'Vincent Ward', 'Nick Hornby', 'Gary Ross', 'Margaret Nagle']]
Predicted Ans:    Jim Taylor
Predicted Path:   Freeway --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[written_by]--> Jim Taylor
Path (Raw):       Freeway --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[written_by]--> Jim Taylor
Neg LogProb(↓):   0.458937
Path Entropy(↓):  1.004714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by al dewlen
Start Entity:     Al Dewlen
Gold Answer:      [['Bernard McEveety']]
Predicted Ans:    Bernard McEveety
Predicted Path:   Al Dewlen --[(INV) written_by]--> Ride Beyond Vengeance --[directed_by]--> Bernard McEveety
Path (Raw):       Al Dewlen --[No Operation]--> Al Dewlen --[(INV) written_by]--> Ride Beyond Vengeance --[directed_by]--> Bernard McEveety
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by alrick brown
Start Entity:     Alrick Brown
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alrick Brown --[(INV) directed_by]--> Kinyarwanda --[has_genre]--> Drama
Path (Raw):       Alrick Brown --[No Operation]--> Alrick Brown --[(INV) directed_by]--> Kinyarwanda --[has_genre]--> Drama
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by patti d'arbanville
Start Entity:     Patti D'Arbanville
Gold Answer:      [['Paul Morrissey', 'Ken Shapiro']]
Predicted Ans:    Ken Shapiro
Predicted Path:   Patti D'Arbanville --[(INV) starred_actors]--> Modern Problems --[written_by]--> Ken Shapiro
Path (Raw):       Patti D'Arbanville --[No Operation]--> Patti D'Arbanville --[(INV) starred_actors]--> Modern Problems --[written_by]--> Ken Shapiro
Neg LogProb(↓):   0.022588
Path Entropy(↓):  0.119154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film miss firecracker
Start Entity:     Miss Firecracker
Gold Answer:      [['Thomas Schlamme']]
Predicted Ans:    Thomas Schlamme
Predicted Path:   Miss Firecracker --[directed_by]--> Thomas Schlamme --[(INV) directed_by]--> Miss Firecracker --[directed_by]--> Thomas Schlamme
Path (Raw):       Miss Firecracker --[directed_by]--> Thomas Schlamme --[(INV) directed_by]--> Miss Firecracker --[directed_by]--> Thomas Schlamme
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in city streets
Start Entity:     City Streets
Gold Answer:      [['Romance', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   City Streets --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       City Streets --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   1.510346
Path Entropy(↓):  2.880766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by oliver cooper in
Start Entity:     Oliver Cooper
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Oliver Cooper --[(INV) starred_actors]--> Project X --[has_genre]--> Comedy
Path (Raw):       Oliver Cooper --[No Operation]--> Oliver Cooper --[(INV) starred_actors]--> Project X --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of submarine x - 1
Start Entity:     Submarine X-1
Gold Answer:      [["Brian's Song", 'Games', 'Gardens of Stone', 'The Program', 'Harry and Walter Go to New York', 'The Godfather', 'Middle Men', 'Countdown', 'The Gambler', 'Thief', 'The Yards', 'Comes a Horseman', 'The Killer Elite', 'Honeymoon in Vegas', 'Bulletproof', 'El Dorado', 'The Rain People', 'Lady in a Cage', 'Freebie and the Bean', 'A Boy Called Hate', 'Cloudy with a Chance of Meatballs 2', 'Funny Lady', 'The Outsider', 'Hide in Plain Sight', 'Eraser', 'Red Line 7000', 'Alien Nation', 'Cloudy with a Chance of Meatballs', 'Cinderella Liberty', 'Kiss Me Goodbye', 'Small Apartments', 'Slither', 'Elf', 'Misery', 'For the Boys']]
Predicted Ans:    The Godfather
Predicted Path:   Submarine X-1 --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather
Path (Raw):       Submarine X-1 --[starred_actors]--> James Caan --[No Operation]--> James Caan --[(INV) starred_actors]--> The Godfather
Neg LogProb(↓):   0.216340
Path Entropy(↓):  0.859442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by stephen mailer were in which genres
Start Entity:     Stephen Mailer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Stephen Mailer --[(INV) starred_actors]--> Getting In --[has_genre]--> Comedy
Path (Raw):       Stephen Mailer --[No Operation]--> Stephen Mailer --[(INV) starred_actors]--> Getting In --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by scott cooper
Start Entity:     Scott Cooper
Gold Answer:      [['Jeff Bridges', 'Woody Harrelson']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Scott Cooper --[(INV) directed_by]--> Crazy Heart --[starred_actors]--> Jeff Bridges
Path (Raw):       Scott Cooper --[No Operation]--> Scott Cooper --[(INV) directed_by]--> Crazy Heart --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by george eliot
Start Entity:     George Eliot
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   George Eliot --[(INV) written_by]--> A Simple Twist of Fate --[release_year]--> 1994
Path (Raw):       George Eliot --[No Operation]--> George Eliot --[(INV) written_by]--> A Simple Twist of Fate --[release_year]--> 1994
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in paycheck
Start Entity:     Paycheck
Gold Answer:      [['Guy de Maupassant', 'Chuck Hogan', 'Carol Fuchs', 'Alexander Payne', 'Dick Christie', 'Brian Koppelman', 'David Levien', 'Emil Stern', 'Matthew Michael Carnahan', 'Joss Whedon', 'Laura Kasischke', 'Bonnie Sikowitz', 'Clare Naylor', 'Mimi Hare', 'James Ellroy', 'Zak Penn', 'Mark Steven Johnson', 'Jay Lacopo', 'Randall Wallace', 'Jacques Tati', 'Billy Ray', 'David Soren', 'Andrew Niccol', 'Gillian Flynn', 'Kevin Grevioux', 'Brian Robbins', 'Ben Younger', 'Stephen Belber', 'Mike Binder', 'Brandon Camp', 'Steven Millhauser', 'Don Coscarelli', 'Neil Burger', 'Bruce Robinson', 'Neil LaBute', 'Jim Taylor', 'Rex Pickett', 'Mel Brooks', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts', 'John Wells', 'Max Winkler', 'Christopher Nolan', 'Thomas McCarthy', 'Grant Heslov', 'Don Roos', 'Beau Willimon', 'Ben Affleck', 'Tom Robbins', 'Shana Larsen', 'Gus Van Sant', 'Mike Judge', 'Matt Damon', 'Melisa Wallack', 'Sandra Nettelbeck', 'Tony Gilroy', 'Gabrielle Zevin', 'Martin Brest', 'David Wong', 'Terrence Malick', 'John A. Davis', 'John Nickle', 'H.E. Bates', 'Tony Mendez', 'Dan Fogelman', 'Joshuah Bearman', 'Jessie Nelson', 'Sylvain Chomet', 'Tom Stoppard', 'Joshua Michael Stern', 'George Clooney', 'Joe Tiboni', 'Stuart Beattie', 'Sophie Barthes', 'John Boorman', 'Wesley Strick', 'Dan Schneider', 'Jason Reitman', 'Christopher Buckley', 'Michael Davis', 'John Hamburg', 'Katherine Dieckmann', 'M. Night Shyamalan']]
Predicted Ans:    Neil LaBute
Predicted Path:   Paycheck --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Path (Raw):       Paycheck --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Neg LogProb(↓):   0.294640
Path Entropy(↓):  0.676590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie sydney white
Start Entity:     Sydney White
Gold Answer:      [['Amanda Bynes', 'Matt Long', 'Sara Paxton']]
Predicted Ans:    Amanda Bynes
Predicted Path:   Sydney White --[starred_actors]--> Amanda Bynes --[(INV) starred_actors]--> Big Fat Liar --[starred_actors]--> Amanda Bynes
Path (Raw):       Sydney White --[starred_actors]--> Amanda Bynes --[(INV) starred_actors]--> Big Fat Liar --[starred_actors]--> Amanda Bynes
Neg LogProb(↓):   0.577275
Path Entropy(↓):  1.094302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of rocknrolla
Start Entity:     RocknRolla
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   RocknRolla --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[in_language]--> Italian
Path (Raw):       RocknRolla --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[in_language]--> Italian
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in cinderella
Start Entity:     Cinderella
Gold Answer:      [['Steve Martin', 'Patrice Leconte', 'Marc Norman', 'Linda Woolverton', 'Tama Janowitz', 'Jacquelin Perske', 'André de Lorde', 'Hossein Amini', 'Patricia Highsmith', 'Michael Hirst', 'Katja von Garnier', 'Annie Proulx', 'Dean DeBlois', 'Cressida Cowell', 'Bruce Beresford', 'Wes Anderson', 'Woody Allen', 'Jo Swerling', 'Ernest K. Gann', 'George Clooney', 'Stephen Sondheim', 'Billy Bob Thornton', 'Douglas Fairbanks', 'Katherine Leslie Moore', 'Jim Uhls', 'Pierre Boulle', 'Rod Serling', 'Grant Heslov', 'Peter Carey', 'Reif Larsen', 'F. Scott Fitzgerald', 'George Lucas', 'Rosamond Lehmann', 'David Edgar', 'David Koepp', 'Joseph Kanon', 'Charles Sturridge', 'Eric Roth', 'James Lapine', 'Jeff Nathanson', 'Robin Swicord', 'Grace Miller White', 'Noah Baumbach', 'Stefan Zweig', 'Jérôme Tonnerre', 'Tom Epperson', 'Jean Webster', 'Chuck Palahniuk', 'Anthony Minghella', 'Michael Wilson', 'Gabrielle Zevin', 'David Seidler', 'Sebastian Faulks', 'Mark Rosenthal', 'Lawrence Konner', 'Tim Burton', 'John Logan', 'Tim Sullivan', 'Derek Granger', 'Carl Gottlieb', 'Michael Elias', 'Oliver Parker', 'Robert M. Edsel', 'Patrick Marber', 'Oscar Wilde', 'Jakob Schuh', 'Max Lang', 'Julia Donaldson', 'Axel Scheffler', 'Dennis Potter', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Michael Petroni', 'Henry James']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Cinderella --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Cinderella --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.770132
Path Entropy(↓):  1.609435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in ritwik ghatak written movies
Start Entity:     Ritwik Ghatak
Gold Answer:      [['Bengali']]
Predicted Ans:    Bengali
Predicted Path:   Ritwik Ghatak --[(INV) written_by]--> Ajantrik --[in_language]--> Bengali
Path (Raw):       Ritwik Ghatak --[No Operation]--> Ritwik Ghatak --[(INV) written_by]--> Ajantrik --[in_language]--> Bengali
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie jack - jack attack
Start Entity:     Jack-Jack Attack
Gold Answer:      [['Ted Hughes', 'Jan Pinkava', 'Brad Bird', 'Tim McCanlies']]
Predicted Ans:    Brad Bird
Predicted Path:   Jack-Jack Attack --[directed_by]--> Brad Bird --[(INV) directed_by]--> Ratatouille --[written_by]--> Brad Bird
Path (Raw):       Jack-Jack Attack --[directed_by]--> Brad Bird --[(INV) directed_by]--> Ratatouille --[written_by]--> Brad Bird
Neg LogProb(↓):   0.476826
Path Entropy(↓):  0.933998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by philippe garrel in
Start Entity:     Philippe Garrel
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer --[has_genre]--> Drama
Path (Raw):       Philippe Garrel --[No Operation]--> Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer --[has_genre]--> Drama
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by george schaefer
Start Entity:     George Schaefer
Gold Answer:      [['Drama', 'Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   George Schaefer --[(INV) directed_by]--> Harvey --[has_genre]--> Fantasy
Path (Raw):       George Schaefer --[No Operation]--> George Schaefer --[(INV) directed_by]--> Harvey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.309948
Path Entropy(↓):  0.620340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed inescapable
Start Entity:     Inescapable
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Inescapable --[directed_by]--> Ruba Nadda --[(INV) directed_by]--> Cairo Time --[has_genre]--> Drama
Path (Raw):       Inescapable --[directed_by]--> Ruba Nadda --[(INV) directed_by]--> Cairo Time --[has_genre]--> Drama
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor saul holiff starred together with who
Start Entity:     Saul Holiff
Gold Answer:      [['Jonathan Holiff', 'Johnny Cash']]
Predicted Ans:    Saul Holiff
Predicted Path:   Saul Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[starred_actors]--> Saul Holiff
Path (Raw):       Saul Holiff --[No Operation]--> Saul Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[starred_actors]--> Saul Holiff
Neg LogProb(↓):   0.001631
Path Entropy(↓):  0.012955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed zone 39
Start Entity:     Zone 39
Gold Answer:      [['John Tatoulis']]
Predicted Ans:    John Tatoulis
Predicted Path:   Zone 39 --[directed_by]--> John Tatoulis --[(INV) directed_by]--> Zone 39 --[directed_by]--> John Tatoulis
Path (Raw):       Zone 39 --[directed_by]--> John Tatoulis --[(INV) directed_by]--> Zone 39 --[directed_by]--> John Tatoulis
Neg LogProb(↓):   0.005767
Path Entropy(↓):  0.035400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the secret lives of dentists
Start Entity:     The Secret Lives of Dentists
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Secret Lives of Dentists --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Secret Lives of Dentists --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.376862
Path Entropy(↓):  4.953156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed cat ballou
Start Entity:     Cat Ballou
Gold Answer:      [['Dennis Shryack', 'Michael Butler', 'Lane Slate', 'Dorothy M. Johnson']]
Predicted Ans:    Frank Pierson
Predicted Path:   Cat Ballou --[directed_by]--> Elliot Silverstein --[(INV) directed_by]--> Cat Ballou --[written_by]--> Frank Pierson
Path (Raw):       Cat Ballou --[directed_by]--> Elliot Silverstein --[(INV) directed_by]--> Cat Ballou --[written_by]--> Frank Pierson
Neg LogProb(↓):   0.288024
Path Entropy(↓):  0.848704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by the that's entertainment, part ii director
Start Entity:     That's Entertainment, Part II
Gold Answer:      [['Musical', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   That's Entertainment, Part II --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road --[has_genre]--> Comedy
Path (Raw):       That's Entertainment, Part II --[directed_by]--> Gene Kelly --[(INV) directed_by]--> The Happy Road --[has_genre]--> Comedy
Neg LogProb(↓):   0.004873
Path Entropy(↓):  0.034632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the crimson rivers
Start Entity:     The Crimson Rivers
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Crimson Rivers --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Crimson Rivers --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.509683
Path Entropy(↓):  2.757924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the fearless vampire killers
Start Entity:     The Fearless Vampire Killers
Gold Answer:      [['Frantic', 'The Tenant', 'The Ghost Writer', 'Venus in Fur', 'Bitter Moon', 'Tess', 'What?', 'Carnage', 'The Lover', 'Pirates', 'Macbeth', 'Repulsion', "Rosemary's Baby", 'The Bear', 'The Ninth Gate']]
Predicted Ans:    Bitter Moon
Predicted Path:   The Fearless Vampire Killers --[written_by]--> Roman Polanski --[(INV) written_by]--> Bitter Moon
Path (Raw):       The Fearless Vampire Killers --[written_by]--> Roman Polanski --[(INV) written_by]--> Bitter Moon --[No Operation]--> Bitter Moon
Neg LogProb(↓):   0.572379
Path Entropy(↓):  1.455709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by bruce joel rubin release
Start Entity:     Bruce Joel Rubin
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Bruce Joel Rubin --[(INV) directed_by]--> My Life --[release_year]--> 1993
Path (Raw):       Bruce Joel Rubin --[No Operation]--> Bruce Joel Rubin --[(INV) directed_by]--> My Life --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in national velvet
Start Entity:     National Velvet
Gold Answer:      [['Richard Rich', 'Daniel Mann', 'Ted Berman', 'Cecil B. DeMille', 'Edward Dmytryk', 'Norman Taurog', 'Tay Garnett', 'Mike Nichols', 'Franco Zeffirelli', 'John Huston', 'George B. Seitz', 'Lewis Allen', 'Don Chaffey', 'Richard Thorpe', 'Rouben Mamoulian', 'Shawn Levy', 'Busby Berkeley', 'John Ford', 'Arna Selznick', 'Alfred E. Green', 'Mark Robson', 'Anthony Mann', 'Michael Curtiz', 'Anthony Asquith', 'Douglas Camfield', 'Carroll Ballard', 'Joseph Losey', 'Vincente Minnelli', 'Victor Fleming', 'Peter Yates', 'John S. Robertson', 'Gene Kelly', 'Lloyd Bacon', 'Richard Brooks', 'Norman Krasna', 'George Stevens', 'Eduardo Mignogna', 'Ralph Nelson', 'Harold Prince', 'Joseph L. Mankiewicz', 'Clarence Brown']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   National Velvet --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       National Velvet --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.593410
Path Entropy(↓):  1.905798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the angel levine
Start Entity:     The Angel Levine
Gold Answer:      [['Barry Levinson', 'John Frankenheimer']]
Predicted Ans:    Barry Levinson
Predicted Path:   The Angel Levine --[written_by]--> Bernard Malamud --[(INV) written_by]--> The Natural --[directed_by]--> Barry Levinson
Path (Raw):       The Angel Levine --[written_by]--> Bernard Malamud --[(INV) written_by]--> The Natural --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.003849
Path Entropy(↓):  0.025396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote enter the phoenix
Start Entity:     Enter the Phoenix
Gold Answer:      [['Stephen Fung']]
Predicted Ans:    Stephen Fung
Predicted Path:   Enter the Phoenix --[written_by]--> Stephen Fung --[(INV) written_by]--> Enter the Phoenix --[written_by]--> Stephen Fung
Path (Raw):       Enter the Phoenix --[written_by]--> Stephen Fung --[(INV) written_by]--> Enter the Phoenix --[written_by]--> Stephen Fung
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by sangeeth sivan
Start Entity:     Sangeeth Sivan
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Sangeeth Sivan --[(INV) directed_by]--> Yamla Pagla Deewana 2 --[has_genre]--> Comedy
Path (Raw):       Sangeeth Sivan --[No Operation]--> Sangeeth Sivan --[(INV) directed_by]--> Yamla Pagla Deewana 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.016969
Path Entropy(↓):  0.085415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by erik blomberg release
Start Entity:     Erik Blomberg
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Erik Blomberg --[(INV) written_by]--> The White Reindeer --[release_year]--> 1952
Path (Raw):       Erik Blomberg --[No Operation]--> Erik Blomberg --[(INV) written_by]--> The White Reindeer --[release_year]--> 1952
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by molly windsor fall under
Start Entity:     Molly Windsor
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Molly Windsor --[(INV) starred_actors]--> The Unloved --[has_genre]--> Drama
Path (Raw):       Molly Windsor --[No Operation]--> Molly Windsor --[(INV) starred_actors]--> The Unloved --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by david leland released
Start Entity:     David Leland
Gold Answer:      [['1986', '1998', '1987']]
Predicted Ans:    1986
Predicted Path:   David Leland --[(INV) written_by]--> Mona Lisa --[release_year]--> 1986
Path (Raw):       David Leland --[No Operation]--> David Leland --[(INV) written_by]--> Mona Lisa --[release_year]--> 1986
Neg LogProb(↓):   0.021789
Path Entropy(↓):  0.118803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of human touch starred who
Start Entity:     Human Touch
Gold Answer:      [['Gosia Dobrowolska', 'Norman Kaye', 'Sheila Florance', 'Kelly Reilly', 'Linus Roache', 'Graham Phillips', 'Sophie Curtis', 'Marion Cotillard', 'Chris Haywood']]
Predicted Ans:    Chris Haywood
Predicted Path:   Human Touch --[written_by]--> Paul Cox --[(INV) written_by]--> Human Touch --[starred_actors]--> Chris Haywood
Path (Raw):       Human Touch --[written_by]--> Paul Cox --[(INV) written_by]--> Human Touch --[starred_actors]--> Chris Haywood
Neg LogProb(↓):   0.146157
Path Entropy(↓):  0.453265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sonam kapoor were in which genres
Start Entity:     Sonam Kapoor
Gold Answer:      [['Drama', 'Biography', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Sonam Kapoor --[(INV) starred_actors]--> Delhi-6 --[has_genre]--> Comedy
Path (Raw):       Sonam Kapoor --[No Operation]--> Sonam Kapoor --[(INV) starred_actors]--> Delhi-6 --[has_genre]--> Comedy
Neg LogProb(↓):   0.464409
Path Entropy(↓):  0.956138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by mistaken identity
Start Entity:     mistaken identity
Gold Answer:      [['North by Northwest', 'The Big Lebowski']]
Predicted Ans:    North by Northwest
Predicted Path:   mistaken identity --[(INV) has_tags]--> North by Northwest --[has_tags]--> mistaken identity --[(INV) has_tags]--> North by Northwest
Path (Raw):       mistaken identity --[(INV) has_tags]--> North by Northwest --[has_tags]--> mistaken identity --[(INV) has_tags]--> North by Northwest
Neg LogProb(↓):   0.005205
Path Entropy(↓):  0.035679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of times square
Start Entity:     Times Square
Gold Answer:      [['Rory Cochrane', 'Christian Slater', 'Alfre Woodard', 'Julianne Moore', 'Liane Balaban', 'Eric Thal', 'Penelope Ann Miller', 'Mary Walsh', 'Anthony LaPaglia', 'Nicholas Campbell']]
Predicted Ans:    Nicholas Campbell
Predicted Path:   Times Square --[directed_by]--> Allan Moyle --[(INV) directed_by]--> New Waterford Girl --[starred_actors]--> Nicholas Campbell
Path (Raw):       Times Square --[directed_by]--> Allan Moyle --[(INV) directed_by]--> New Waterford Girl --[starred_actors]--> Nicholas Campbell
Neg LogProb(↓):   0.020500
Path Entropy(↓):  0.117695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of bury my heart at wounded knee
Start Entity:     Bury My Heart at Wounded Knee
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Bury My Heart at Wounded Knee --[directed_by]--> Yves Simoneau --[(INV) directed_by]--> Perfectly Normal --[has_genre]--> Comedy
Path (Raw):       Bury My Heart at Wounded Knee --[directed_by]--> Yves Simoneau --[(INV) directed_by]--> Perfectly Normal --[has_genre]--> Comedy
Neg LogProb(↓):   0.557396
Path Entropy(↓):  0.726341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in smashed
Start Entity:     Smashed
Gold Answer:      [['2008', '1982', '2006', '2014', '1974', '2011', '2013']]
Predicted Ans:    2014
Predicted Path:   Smashed --[starred_actors]--> Aaron Paul --[(INV) starred_actors]--> A Long Way Down --[release_year]--> 2014
Path (Raw):       Smashed --[starred_actors]--> Aaron Paul --[(INV) starred_actors]--> A Long Way Down --[release_year]--> 2014
Neg LogProb(↓):   0.658004
Path Entropy(↓):  1.169743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the incredible shrinking woman actors
Start Entity:     The Incredible Shrinking Woman
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Incredible Shrinking Woman --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Path (Raw):       The Incredible Shrinking Woman --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Neg LogProb(↓):   0.703489
Path Entropy(↓):  0.754309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the california suite director
Start Entity:     California Suite
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   California Suite --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[has_genre]--> Comedy
Path (Raw):       California Suite --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[has_genre]--> Comedy
Neg LogProb(↓):   0.609358
Path Entropy(↓):  1.339643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of scott mcpherson written films
Start Entity:     Scott McPherson
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Scott McPherson --[(INV) written_by]--> Marvin's Room --[release_year]--> 1996
Path (Raw):       Scott McPherson --[No Operation]--> Scott McPherson --[(INV) written_by]--> Marvin's Room --[release_year]--> 1996
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is the pink panther
Start Entity:     The Pink Panther
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Pink Panther --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Pink Panther --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.744051
Path Entropy(↓):  5.082082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by jun fukuda
Start Entity:     Jun Fukuda
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Jun Fukuda --[(INV) written_by]--> Godzilla vs. Megalon --[in_language]--> Japanese
Path (Raw):       Jun Fukuda --[No Operation]--> Jun Fukuda --[(INV) written_by]--> Godzilla vs. Megalon --[in_language]--> Japanese
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of guess who
Start Entity:     Guess Who
Gold Answer:      [['How Stella Got Her Groove Back']]
Predicted Ans:    How Stella Got Her Groove Back
Predicted Path:   Guess Who --[directed_by]--> Kevin Rodney Sullivan --[(INV) directed_by]--> How Stella Got Her Groove Back
Path (Raw):       Guess Who --[No Operation]--> Guess Who --[directed_by]--> Kevin Rodney Sullivan --[(INV) directed_by]--> How Stella Got Her Groove Back
Neg LogProb(↓):   0.170540
Path Entropy(↓):  0.502527
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of mr. jealousy
Start Entity:     Mr. Jealousy
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Mr. Jealousy --[written_by]--> Noah Baumbach --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       Mr. Jealousy --[written_by]--> Noah Baumbach --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.113531
Path Entropy(↓):  0.407973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of tell them willie boy is here
Start Entity:     Tell Them Willie Boy Is Here
Gold Answer:      [['Don Siegel', 'Robert Wise', 'Michael Gordon', 'Robert Rossen', 'Mitchell Leisen', 'Abraham Polonsky']]
Predicted Ans:    Abraham Polonsky
Predicted Path:   Tell Them Willie Boy Is Here --[written_by]--> Abraham Polonsky --[(INV) written_by]--> Force of Evil --[directed_by]--> Abraham Polonsky
Path (Raw):       Tell Them Willie Boy Is Here --[written_by]--> Abraham Polonsky --[(INV) written_by]--> Force of Evil --[directed_by]--> Abraham Polonsky
Neg LogProb(↓):   0.647978
Path Entropy(↓):  1.049713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by duong don
Start Entity:     Duong Don
Gold Answer:      [['Timothy Linh Bui']]
Predicted Ans:    Timothy Linh Bui
Predicted Path:   Duong Don --[(INV) starred_actors]--> Green Dragon --[directed_by]--> Timothy Linh Bui
Path (Raw):       Duong Don --[No Operation]--> Duong Don --[(INV) starred_actors]--> Green Dragon --[directed_by]--> Timothy Linh Bui
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in dangerous moves
Start Entity:     Dangerous Moves
Gold Answer:      [['Latin', 'Greek', 'French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Dangerous Moves --[starred_actors]--> Michel Piccoli --[(INV) starred_actors]--> Atlantic City --[in_language]--> French
Path (Raw):       Dangerous Moves --[starred_actors]--> Michel Piccoli --[(INV) starred_actors]--> Atlantic City --[in_language]--> French
Neg LogProb(↓):   0.256646
Path Entropy(↓):  0.603182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the babe
Start Entity:     The Babe
Gold Answer:      [['2008', '2003', '1993', '1984', '1998', '2009', '1951', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1993
Predicted Path:   The Babe --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Born Yesterday --[release_year]--> 1993
Path (Raw):       The Babe --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Born Yesterday --[release_year]--> 1993
Neg LogProb(↓):   1.929244
Path Entropy(↓):  2.948492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie along the great divide are directed by who
Start Entity:     Along the Great Divide
Gold Answer:      [['Sam Wood', 'Fritz Lang', 'Felix E. Feist', 'Brian De Palma', 'Joseph Strick', 'Richard Fleischer', 'William A. Wellman', 'Guy Green', 'Richard Quine', 'Jeff Kanew', 'Roy Del Ruth', 'Gottfried Reinhardt', 'Lewis Milestone', 'H. Bruce Humberstone', 'Stanley Kubrick', 'Raoul Walsh', 'Otto Preminger', 'Robert Aldrich', 'Billy Wilder', 'John Frankenheimer', 'Mark Robson', 'Melville Shavelson', 'Anthony Mann', 'Mario Camerini', 'Vincent Sherman', 'Michael Curtiz', 'Martin Ritt', 'Jonathan Lynn', 'Mario Van Peebles', 'Jacques Tourneur', 'David Miller', 'Budd Boetticher', 'John Barry', 'Allan Dwan', 'Jack Arnold', 'Joseph Kane', 'Curtis Bernhardt', 'Don Taylor', 'Richard Wallace', 'Stanley Donen', 'Charles Martin', 'Vincente Minnelli', 'John Sturges', 'Stuart Paton', 'Kirk Douglas', 'Peter Godfrey', 'Ben Stiller', 'Hal Needham', 'Fred Schepisi', 'H.C. Potter', 'William Wyler', "Michael O'Herlihy", 'David Butler', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Robert Stevenson', 'Elia Kazan', 'Jean Renoir', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Fritz Lang
Predicted Path:   Along the Great Divide --[starred_actors]--> Walter Brennan --[(INV) starred_actors]--> Hangmen Also Die! --[directed_by]--> Fritz Lang
Path (Raw):       Along the Great Divide --[starred_actors]--> Walter Brennan --[(INV) starred_actors]--> Hangmen Also Die! --[directed_by]--> Fritz Lang
Neg LogProb(↓):   1.805613
Path Entropy(↓):  2.704365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote lianna
Start Entity:     Lianna
Gold Answer:      [['John Sayles']]
Predicted Ans:    John Sayles
Predicted Path:   Lianna --[written_by]--> John Sayles --[(INV) written_by]--> Silver City --[written_by]--> John Sayles
Path (Raw):       Lianna --[written_by]--> John Sayles --[(INV) written_by]--> Silver City --[written_by]--> John Sayles
Neg LogProb(↓):   0.902946
Path Entropy(↓):  1.619263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in northern lights
Start Entity:     Northern Lights
Gold Answer:      [['Tony Cinciripini', 'Susan Seidelman', 'Hal Ashby', 'Eric Steven Stahl', 'Rosanna Arquette', 'Robert Benton', 'Martin Scorsese', 'Bruce Hunt', 'Luc Besson', 'Robert Harmon', 'Richard Shepard']]
Predicted Ans:    Luc Besson
Predicted Path:   Northern Lights --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[directed_by]--> Luc Besson
Path (Raw):       Northern Lights --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.536898
Path Entropy(↓):  1.181461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by to the shores of tripoli actors
Start Entity:     To the Shores of Tripoli
Gold Answer:      [['Edmund Goulding', 'William Dieterle', 'William A. Seiter', 'Richard L. Bare', 'Les Mayfield', 'Garson Kanin', 'Irving Pichel', 'Fritz Lang', 'Michael Mann', 'Delmer Daves', 'Mark Sandrich', 'George B. Seitz', 'George Waggner', 'Lewis Allen', 'Mervyn LeRoy', 'Jean Delannoy', 'Maurice Tourneur', 'John Byrum', 'Rouben Mamoulian', 'Irving Cummings', 'Carol Reed', 'Ray Enright', 'Frank Borzage', 'Walter Lang', 'Kirk Wise', 'Henry Koster', 'John Ford', 'Dorothy Arzner', 'Nicholas Ray', 'Michael Curtiz', 'Henry King', 'Roy Huggins', 'Budd Boetticher', 'Nancy Meyers', 'Allan Dwan', 'Lee Sholem', 'Andrew V. McLaglen', 'Gary Trousdale', 'Alfred Hitchcock', 'George Seaton', 'Edwin L. Marin', 'Charles Vidor', 'Robert Day', 'Joseph H. Lewis', 'Sam Peckinpah', 'David Swift', 'Phil Karlson', 'Chris Columbus', 'Lewis Seiler', 'Rowland V. Lee', 'Clarence Brown', 'Jean Renoir']]
Predicted Ans:    Mark Sandrich
Predicted Path:   To the Shores of Tripoli --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       To the Shores of Tripoli --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   0.909262
Path Entropy(↓):  1.952723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by alice joyce were directed by who
Start Entity:     Alice Joyce
Gold Answer:      [['Alexander Korda']]
Predicted Ans:    Alexander Korda
Predicted Path:   Alice Joyce --[(INV) starred_actors]--> The Squall --[directed_by]--> Alexander Korda
Path (Raw):       Alice Joyce --[No Operation]--> Alice Joyce --[(INV) starred_actors]--> The Squall --[directed_by]--> Alexander Korda
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by fantastic planet writers
Start Entity:     Fantastic Planet
Gold Answer:      [['Animation']]
Predicted Ans:    French
Predicted Path:   Fantastic Planet --[written_by]--> Stefan Wul --[(INV) written_by]--> Fantastic Planet --[in_language]--> French
Path (Raw):       Fantastic Planet --[written_by]--> Stefan Wul --[(INV) written_by]--> Fantastic Planet --[in_language]--> French
Neg LogProb(↓):   0.794257
Path Entropy(↓):  1.174359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by bertrand blier
Start Entity:     Bertrand Blier
Gold Answer:      [['1978', '2005', '1989', '2010', '1996', '1974']]
Predicted Ans:    2005
Predicted Path:   Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me? --[release_year]--> 2005
Path (Raw):       Bertrand Blier --[No Operation]--> Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me? --[release_year]--> 2005
Neg LogProb(↓):   0.692910
Path Entropy(↓):  1.382916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with anita desai
Start Entity:     Anita Desai
Gold Answer:      [['Shahrukh Husain']]
Predicted Ans:    Anita Desai
Predicted Path:   Anita Desai --[(INV) written_by]--> In Custody --[written_by]--> Anita Desai
Path (Raw):       Anita Desai --[No Operation]--> Anita Desai --[(INV) written_by]--> In Custody --[written_by]--> Anita Desai
Neg LogProb(↓):   0.358370
Path Entropy(↓):  0.611866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same director of side effects
Start Entity:     Side Effects
Gold Answer:      [['The Girlfriend Experience', 'Contagion', 'The Underneath', 'Haywire', 'Out of Sight', 'Solaris', 'The Limey', 'Eros', "Ocean's Thirteen", 'Sex, Lies, and Videotape', "Ocean's Twelve", 'The Good German', 'Erin Brockovich', 'King of the Hill', 'The Informant!', 'Magic Mike', 'Traffic', "Ocean's Eleven", 'Kafka', 'Bubble', "Gray's Anatomy", 'Full Frontal', 'Behind the Candelabra']]
Predicted Ans:    Eros
Predicted Path:   Side Effects --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Eros
Path (Raw):       Side Effects --[No Operation]--> Side Effects --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Eros
Neg LogProb(↓):   0.137375
Path Entropy(↓):  0.462737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did tom green write
Start Entity:     Tom Green
Gold Answer:      [['Freddy Got Fingered']]
Predicted Ans:    Freddy Got Fingered
Predicted Path:   Tom Green --[(INV) written_by]--> Freddy Got Fingered --[written_by]--> Tom Green --[(INV) written_by]--> Freddy Got Fingered
Path (Raw):       Tom Green --[(INV) written_by]--> Freddy Got Fingered --[written_by]--> Tom Green --[(INV) written_by]--> Freddy Got Fingered
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did john birmingham write the story for
Start Entity:     John Birmingham
Gold Answer:      [['He Died with a Felafel in His Hand']]
Predicted Ans:    He Died with a Felafel in His Hand
Predicted Path:   John Birmingham --[(INV) written_by]--> He Died with a Felafel in His Hand --[written_by]--> Richard Lowenstein --[(INV) written_by]--> He Died with a Felafel in His Hand
Path (Raw):       John Birmingham --[(INV) written_by]--> He Died with a Felafel in His Hand --[written_by]--> Richard Lowenstein --[(INV) written_by]--> He Died with a Felafel in His Hand
Neg LogProb(↓):   0.315352
Path Entropy(↓):  0.804658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of nickolas perry directed movies
Start Entity:     Nickolas Perry
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Nickolas Perry --[(INV) directed_by]--> Speedway Junky --[release_year]--> 1999
Path (Raw):       Nickolas Perry --[No Operation]--> Nickolas Perry --[(INV) directed_by]--> Speedway Junky --[release_year]--> 1999
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of ralph hemecker directed films
Start Entity:     Ralph Hemecker
Gold Answer:      [['Nora Roberts']]
Predicted Ans:    Nora Roberts
Predicted Path:   Ralph Hemecker --[(INV) directed_by]--> Midnight Bayou --[written_by]--> Nora Roberts
Path (Raw):       Ralph Hemecker --[No Operation]--> Ralph Hemecker --[(INV) directed_by]--> Midnight Bayou --[written_by]--> Nora Roberts
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by joe piscopo
Start Entity:     Joe Piscopo
Gold Answer:      [['Amy Heckerling', 'Brian De Palma']]
Predicted Ans:    Amy Heckerling
Predicted Path:   Joe Piscopo --[(INV) starred_actors]--> Johnny Dangerously --[directed_by]--> Amy Heckerling
Path (Raw):       Joe Piscopo --[No Operation]--> Joe Piscopo --[(INV) starred_actors]--> Johnny Dangerously --[directed_by]--> Amy Heckerling
Neg LogProb(↓):   0.385536
Path Entropy(↓):  0.627994
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of intimate relations
Start Entity:     Intimate Relations
Gold Answer:      [['Sister My Sister', 'Dreaming of Joseph Lees', 'Maurice', 'Where Angels Fear to Tread', 'Educating Rita', 'Brave', 'Becoming Jane', 'Different for Girls', 'Wah-Wah', 'Extreme Ops', 'Calendar Girls', 'Buster', 'Titanic Town']]
Predicted Ans:    Intimate Relations
Predicted Path:   Intimate Relations --[starred_actors]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations
Path (Raw):       Intimate Relations --[No Operation]--> Intimate Relations --[starred_actors]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations
Neg LogProb(↓):   0.849118
Path Entropy(↓):  1.895504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What kind of movie is the goodbye girl
Start Entity:     The Goodbye Girl
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Goodbye Girl --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Goodbye Girl --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.952834
Path Entropy(↓):  5.556197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the directors of their films also directed singin'in the rain
Start Entity:     Singin' in the Rain
Gold Answer:      [['Margaret Vyner', 'Larry Gelbart', 'Joseph Fields', 'James Lee Barrett', 'Ernest Lehman', 'Frederic Raphael', 'Jackie Gleason', 'Gordon Cotler', 'Charlie Peters', 'Dorothy Kingsley', 'John Barry', 'Martin Amis', 'Sheldon Keller', 'Peter De Vries', 'Peter Cook', 'Adolph Green', 'Betty Comden', 'Alan Jay Lerner', 'Albert Hackett', 'Frances Goodrich', 'Peter Stone', 'Leonard Gershe', 'Harold Ramis', 'Dudley Moore', 'Hugh Williams', 'Marc Behm', 'Norman Krasna', 'Jerome Robbins']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Singin' in the Rain --[directed_by]--> Gene Kelly --[(INV) directed_by]--> Hello, Dolly! --[written_by]--> Ernest Lehman
Path (Raw):       Singin' in the Rain --[directed_by]--> Gene Kelly --[(INV) directed_by]--> Hello, Dolly! --[written_by]--> Ernest Lehman
Neg LogProb(↓):   1.432428
Path Entropy(↓):  1.886734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie f / x2
Start Entity:     F/X2
Gold Answer:      [['Roger Donaldson', 'Gregor Jordan', 'Ted Kotcheff', 'David Caesar', 'Nicolas Roeg', 'Ron Howard', 'Peter Greenaway', 'Michael Apted', 'Jan Pinkava', 'Peter Webb', 'David Kendall', 'Stanley Kramer', 'Dan Curtis', 'Russell Mulcahy', 'John Mackenzie', 'Brad Bird', 'Carroll Ballard', 'John Flynn', 'Bruce Beresford', 'Alan J. Pakula']]
Predicted Ans:    Michael Apted
Predicted Path:   F/X2 --[starred_actors]--> Brian Dennehy --[(INV) starred_actors]--> Gorky Park --[directed_by]--> Michael Apted
Path (Raw):       F/X2 --[starred_actors]--> Brian Dennehy --[(INV) starred_actors]--> Gorky Park --[directed_by]--> Michael Apted
Neg LogProb(↓):   0.976658
Path Entropy(↓):  1.531084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed my foolish heart
Start Entity:     My Foolish Heart
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    War
Predicted Path:   My Foolish Heart --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Path (Raw):       My Foolish Heart --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Neg LogProb(↓):   1.246238
Path Entropy(↓):  1.768848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by robert ben garant fall under
Start Entity:     Robert Ben Garant
Gold Answer:      [['Horror', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Robert Ben Garant --[(INV) written_by]--> Hell Baby --[has_genre]--> Comedy
Path (Raw):       Robert Ben Garant --[No Operation]--> Robert Ben Garant --[(INV) written_by]--> Hell Baby --[has_genre]--> Comedy
Neg LogProb(↓):   0.110209
Path Entropy(↓):  0.341614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did bill phillips write the story for
Start Entity:     Bill Phillips
Gold Answer:      [['Christine']]
Predicted Ans:    Christine
Predicted Path:   Bill Phillips --[(INV) written_by]--> Christine --[written_by]--> Bill Phillips --[(INV) written_by]--> Christine
Path (Raw):       Bill Phillips --[(INV) written_by]--> Christine --[written_by]--> Bill Phillips --[(INV) written_by]--> Christine
Neg LogProb(↓):   0.000363
Path Entropy(↓):  0.003237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the barkleys of broadway are written by who
Start Entity:     The Barkleys of Broadway
Gold Answer:      [['Erwin S. Gelsey', 'H.W. Hanemann', 'Christopher Morley', 'Anne Caldwell', 'Samuel Hoffenstein', 'Lou Brock', 'Larry Gelbart', 'Hubert Osborne', 'Walter Hart', 'Phoebe Ephron', 'Henry Ephron', 'Robert L. Buckner', 'Edward Childs Carpenter', 'John Paxton', 'Cyril Hume', 'Blake Edwards', 'Kenneth S. Webb', 'Abe Burrows', 'Richard Sherman', 'Edward Kaufman', 'Dorothy Yost', 'Leueen MacGrath', 'George Wells', 'Thorne Smith', 'Allan Scott', 'Billy Wilder', 'Charles Brackett', 'William Bowers', 'Melchior Lengyel', 'Alice Duer Miller', 'Irene Castle', 'Will B. Johnstone', 'Felix Jackson', 'Jack Jevne', 'Eddie Moran', 'Ronald Bass', 'Langdon Mitchell', 'William Makepeace Thackeray', 'Dwight Taylor', 'Edna Ferber', 'Adolph Green', 'Betty Comden', 'Nunnally Johnson', 'Alan Jay Lerner', 'Ferenc Molnár', 'Anthony Veiller', 'Jean Webster', 'Leonard Gershe', 'E.Y. Harburg', 'Leo McCarey', 'Dalton Trumbo', 'Francis Edward Faragoh', 'Fred Saidy', 'Leonard Kantor', 'Nevil Shute', 'Peter Straub', 'Oscar Hammerstein II', 'Jay Dratler', 'Eric Hatch', 'Gina Kaus', 'Marion Parsonnet', 'Johnny Mercer', 'George S. Kaufman', 'Morrie Ryskind', 'Ben Hecht', 'Norman Krasna', 'Ernest Pagano', 'P.J. Wolfson', 'George Marion Jr.', 'Charles Martin', 'Irving Berlin']]
Predicted Ans:    Allan Scott
Predicted Path:   The Barkleys of Broadway --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Path (Raw):       The Barkleys of Broadway --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Neg LogProb(↓):   1.098575
Path Entropy(↓):  2.120080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of shakespeare in love were directed by who
Start Entity:     Shakespeare in Love
Gold Answer:      [['Bernard Rose', 'Fred Schepisi', 'Michael Apted', 'Terry Gilliam', 'Jeannot Szwarc', 'Joe Wright', 'Otto Preminger', 'Robert Benton', 'Martin Scorsese', 'Sam Peckinpah', 'Roland Joffé', 'Joseph Losey', 'Clarence Brown']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Shakespeare in Love --[written_by]--> Marc Norman --[(INV) written_by]--> The Killer Elite --[directed_by]--> Sam Peckinpah
Path (Raw):       Shakespeare in Love --[written_by]--> Marc Norman --[(INV) written_by]--> The Killer Elite --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.500057
Path Entropy(↓):  0.810849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by terry gilliam
Start Entity:     Terry Gilliam
Gold Answer:      [['Terry Jones']]
Predicted Ans:    Terry Jones
Predicted Path:   Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[directed_by]--> Terry Jones
Path (Raw):       Terry Gilliam --[No Operation]--> Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[directed_by]--> Terry Jones
Neg LogProb(↓):   0.615755
Path Entropy(↓):  1.396319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with hayden panettiere
Start Entity:     Hayden Panettiere
Gold Answer:      [['John Corbett', 'Ken Leung', 'Justin Long', 'Joan Cusack', 'Kevin Spacey', 'Paul Rust', 'Kate Hudson', 'Glenn Close', 'Dennis Hopper', 'Danny Glover', 'Patrick Warburton', 'Dave Foley']]
Predicted Ans:    Kevin Spacey
Predicted Path:   Hayden Panettiere --[(INV) starred_actors]--> A Bug's Life --[starred_actors]--> Kevin Spacey
Path (Raw):       Hayden Panettiere --[No Operation]--> Hayden Panettiere --[(INV) starred_actors]--> A Bug's Life --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.165316
Path Entropy(↓):  0.706718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of it runs in the family
Start Entity:     It Runs in the Family
Gold Answer:      [['Cantonese', 'Mandarin']]
Predicted Ans:    Cantonese
Predicted Path:   It Runs in the Family --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Path (Raw):       It Runs in the Family --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Neg LogProb(↓):   0.155500
Path Entropy(↓):  0.413180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by shana feste
Start Entity:     Shana Feste
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Shana Feste --[(INV) directed_by]--> Endless Love --[has_genre]--> Drama
Path (Raw):       Shana Feste --[No Operation]--> Shana Feste --[(INV) directed_by]--> Endless Love --[has_genre]--> Drama
Neg LogProb(↓):   0.717652
Path Entropy(↓):  0.819479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of hot shots! part deux
Start Entity:     Hot Shots! Part Deux
Gold Answer:      [['Leslie Nielsen', 'Anna Faris', 'Charlie Sheen', 'Tawny Kitaen', 'Lloyd Bridges', 'Valeria Golino', 'Peter Graves', 'Bob Nelson', 'Julie Hagerty', 'Adrian Zmed', 'Cary Elwes', 'Jeremy Kemp', 'Mel Smith', 'Val Kilmer', 'David Zucker', 'Omar Sharif', 'Tom Hanks', 'John Turturro', 'Gabriel Jarret', 'Regina Hall']]
Predicted Ans:    Charlie Sheen
Predicted Path:   Hot Shots! Part Deux --[written_by]--> Jim Abrahams --[(INV) written_by]--> Hot Shots! --[starred_actors]--> Charlie Sheen
Path (Raw):       Hot Shots! Part Deux --[written_by]--> Jim Abrahams --[(INV) written_by]--> Hot Shots! --[starred_actors]--> Charlie Sheen
Neg LogProb(↓):   0.229417
Path Entropy(↓):  0.787902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the feminine touch starred which actors
Start Entity:     The Feminine Touch
Gold Answer:      [['Rosalind Russell', 'Don Ameche']]
Predicted Ans:    Don Ameche
Predicted Path:   The Feminine Touch --[starred_actors]--> Don Ameche --[(INV) starred_actors]--> Things Change --[starred_actors]--> Don Ameche
Path (Raw):       The Feminine Touch --[starred_actors]--> Don Ameche --[(INV) starred_actors]--> Things Change --[starred_actors]--> Don Ameche
Neg LogProb(↓):   0.071054
Path Entropy(↓):  0.303537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in evilenko
Start Entity:     Evilenko
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Evilenko --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[in_language]--> English
Path (Raw):       Evilenko --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[in_language]--> English
Neg LogProb(↓):   0.043763
Path Entropy(↓):  0.210162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with walter campbell
Start Entity:     Walter Campbell
Gold Answer:      [['Carine Adler', 'Michel Faber', 'Jonathan Glazer']]
Predicted Ans:    Walter Campbell
Predicted Path:   Walter Campbell --[(INV) written_by]--> Under the Skin --[written_by]--> Walter Campbell
Path (Raw):       Walter Campbell --[No Operation]--> Walter Campbell --[(INV) written_by]--> Under the Skin --[written_by]--> Walter Campbell
Neg LogProb(↓):   0.355375
Path Entropy(↓):  0.656500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films starred by robert ryan
Start Entity:     Robert Ryan
Gold Answer:      [['1980', '1959', '1967', '1957', '1951', '1928', '1973', '1953', '1947', '1956', '1943', '1948', '1971', '1996', '1955', '1962', '1949', '1966', '1965', '1969', '1952', '1958']]
Predicted Ans:    1966
Predicted Path:   Robert Ryan --[(INV) starred_actors]--> The Professionals --[release_year]--> 1966
Path (Raw):       Robert Ryan --[No Operation]--> Robert Ryan --[(INV) starred_actors]--> The Professionals --[release_year]--> 1966
Neg LogProb(↓):   1.814513
Path Entropy(↓):  2.575870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in devil
Start Entity:     Devil
Gold Answer:      [['Aimee Bender', 'Dana Adam Shapiro', 'Robert Rossen', 'William Woods', 'Matt Ross']]
Predicted Ans:    Aimee Bender
Predicted Path:   Devil --[starred_actors]--> Chris Messina --[(INV) starred_actors]--> An Invisible Sign --[written_by]--> Aimee Bender
Path (Raw):       Devil --[starred_actors]--> Chris Messina --[(INV) starred_actors]--> An Invisible Sign --[written_by]--> Aimee Bender
Neg LogProb(↓):   0.076628
Path Entropy(↓):  0.336991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the green hornet
Start Entity:     The Green Hornet
Gold Answer:      [['1998', '2008', '2014', '1981', '2012', '2013', '2007']]
Predicted Ans:    2011
Predicted Path:   The Green Hornet --[written_by]--> Seth Rogen --[(INV) written_by]--> The Green Hornet --[release_year]--> 2011
Path (Raw):       The Green Hornet --[written_by]--> Seth Rogen --[(INV) written_by]--> The Green Hornet --[release_year]--> 2011
Neg LogProb(↓):   0.640080
Path Entropy(↓):  1.042815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films written by anya seton
Start Entity:     Anya Seton
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Anya Seton --[(INV) written_by]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       Anya Seton --[No Operation]--> Anya Seton --[(INV) written_by]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   1.389641
Path Entropy(↓):  0.561416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was algiers directed by
Start Entity:     Algiers
Gold Answer:      [['John Cromwell']]
Predicted Ans:    John Cromwell
Predicted Path:   Algiers --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Goddess --[directed_by]--> John Cromwell
Path (Raw):       Algiers --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Goddess --[directed_by]--> John Cromwell
Neg LogProb(↓):   0.050171
Path Entropy(↓):  0.203677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the thing called love
Start Entity:     The Thing Called Love
Gold Answer:      [['Eric Luke', 'William Richert', 'Alfonso Cuarón', 'Paul Haggis', 'David Auburn', 'James Nagel', 'Henry S. Villard', 'Marc Lawrence', 'Katie Ford', 'Caryn Lucas', 'Mike Armstrong', 'Daniel G. Sullivan', 'Alice Hoffman', 'Ann Lembeck', 'George Plimpton', 'Callie Khouri', 'Michael Lewis', 'Gus Van Sant', 'Naomi Foner', 'John Grisham', 'Paul Theroux', 'John Connolly', 'David Cronenberg', 'Katie Dippold', 'Douglas McGrath', 'John Lee Hancock', 'Rebecca Wells', 'Denis Leary', 'Steve Conrad', 'Delia Ephron', 'Nora Ephron', 'Meg Wolitzer']]
Predicted Ans:    Henry S. Villard
Predicted Path:   The Thing Called Love --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> In Love and War --[written_by]--> Henry S. Villard
Path (Raw):       The Thing Called Love --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> In Love and War --[written_by]--> Henry S. Villard
Neg LogProb(↓):   0.547015
Path Entropy(↓):  1.413238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Affinity, when was it released
Start Entity:     Affinity
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Affinity --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Affinity --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.042236
Path Entropy(↓):  4.550166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of in old oklahoma was
Start Entity:     In Old Oklahoma
Gold Answer:      [['Albert S. Rogell']]
Predicted Ans:    Albert S. Rogell
Predicted Path:   In Old Oklahoma --[directed_by]--> Albert S. Rogell --[(INV) directed_by]--> In Old Oklahoma --[directed_by]--> Albert S. Rogell
Path (Raw):       In Old Oklahoma --[directed_by]--> Albert S. Rogell --[(INV) directed_by]--> In Old Oklahoma --[directed_by]--> Albert S. Rogell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie evilenko
Start Entity:     Evilenko
Gold Answer:      [['1970', '2008', '2003', '1979', '2007', '1968', '2010', '1973', '2014', '1983', '1976', '1995', '1971', '1996', '2011', '1978', '2000', '1975', '1986']]
Predicted Ans:    2004
Predicted Path:   Evilenko --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[release_year]--> 2004
Path (Raw):       Evilenko --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Evilenko --[release_year]--> 2004
Neg LogProb(↓):   1.328845
Path Entropy(↓):  2.088225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by caroline ducey
Start Entity:     Caroline Ducey
Gold Answer:      [['Catherine Breillat']]
Predicted Ans:    Catherine Breillat
Predicted Path:   Caroline Ducey --[(INV) starred_actors]--> Romance --[written_by]--> Catherine Breillat
Path (Raw):       Caroline Ducey --[No Operation]--> Caroline Ducey --[(INV) starred_actors]--> Romance --[written_by]--> Catherine Breillat
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of rob hardy
Start Entity:     Rob Hardy
Gold Answer:      [['William Packer']]
Predicted Ans:    Rob Hardy
Predicted Path:   Rob Hardy --[(INV) written_by]--> Trois --[written_by]--> Rob Hardy
Path (Raw):       Rob Hardy --[No Operation]--> Rob Hardy --[(INV) written_by]--> Trois --[written_by]--> Rob Hardy
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of pawan kumar directed movies
Start Entity:     Pawan Kumar
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Pawan Kumar --[(INV) directed_by]--> Lucia --[release_year]--> 2013
Path (Raw):       Pawan Kumar --[No Operation]--> Pawan Kumar --[(INV) directed_by]--> Lucia --[release_year]--> 2013
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in an unforgettable summer
Start Entity:     An Unforgettable Summer
Gold Answer:      [['Thai', 'French', 'English', 'Polish', 'German']]
Predicted Ans:    French
Predicted Path:   An Unforgettable Summer --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Love Crime --[in_language]--> French
Path (Raw):       An Unforgettable Summer --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Love Crime --[in_language]--> French
Neg LogProb(↓):   0.442699
Path Entropy(↓):  0.903090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of monsieur hire
Start Entity:     Monsieur Hire
Gold Answer:      [['2000', '1997', '1957', '1990', '1992', '2004', '2012', '2013', '2007']]
Predicted Ans:    1989
Predicted Path:   Monsieur Hire --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[release_year]--> 1989
Path (Raw):       Monsieur Hire --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[release_year]--> 1989
Neg LogProb(↓):   0.665650
Path Entropy(↓):  1.362919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same actor of the eagle and the hawk
Start Entity:     The Eagle and the Hawk
Gold Answer:      [['Wings in the Dark', 'Big Brown Eyes', 'Destination Tokyo', 'The Princess Comes Across', 'Bringing Up Baby', 'The Toast of New York', 'There Goes My Heart', 'One Foot in Heaven', 'A Star Is Born', 'The Man in the Gray Flannel Suit', 'The Road to Glory', 'Once Upon a Honeymoon', 'People Will Talk', 'It Happened Tomorrow', 'His Girl Friday', 'Twentieth Century', 'Now and Forever', 'Holiday', 'Honor Among Lovers', 'The Sign of the Cross', 'The Call of the Wild', 'Nothing Sacred', 'Houseboat', 'Night and Day', 'The Awful Truth', 'Charade', 'The Barretts of Wimpole Street', 'I Was a Male War Bride', 'To Catch a Thief', 'No Man of Her Own', 'The Best Years of Our Lives', "I'm No Angel", 'Annabel Takes a Tour', 'Hot Saturday', "The Bishop's Wife", "Smilin' Through", 'The Dark Angel', 'Kiss Them for Me', 'Indiscreet', 'Les Misérables', 'The Iceman Cometh', 'Hombre', 'Hands Across the Table', 'We Live Again', 'Every Girl Should Be Married', 'Notorious', 'Man of the World', 'The Howards of Virginia', 'Dr. Jekyll and Mr. Hyde', 'Anthony Adverse', 'Mr. Blandings Builds His Dream House', 'I Married a Witch', 'Design for Living', 'Room for One More', 'True Confession', 'The Adventures of Mark Twain', 'The Bridges at Toko-Ri', 'Dream Wife', 'Tin Pan Alley', 'Father Goose', 'The Talk of the Town', 'Anna Karenina', 'Blonde Venus', 'The Desperate Hours', 'Topper', 'Million Dollar Legs', 'The Grass Is Greener', 'In Name Only', 'Operation Petticoat', 'Kiss and Make-Up', 'An Affair to Remember', 'The Buccaneer', 'Suspicion', 'To Be or Not to Be', 'North by Northwest', 'Arsenic and Old Lace', 'Monkey Business', 'The Bachelor and the Bobby-Soxer', 'Death Takes a Holiday', 'Crisis', 'Suzy', 'Seven Days in May', 'The Pride and the Passion', 'That Touch of Mink', 'Gunga Din', 'Only Angels Have Wings', 'Inherit the Wind', 'Young People', 'Mr. Lucky', 'The Philadelphia Story', 'Made for Each Other', 'Born to Be Bad', 'Executive Suite', 'My Man Godfrey', 'Sylvia Scarlett', 'Penny Serenade', 'She Done Him Wrong', "We're Not Dressing", 'My Favorite Wife']]
Predicted Ans:    Crisis
Predicted Path:   The Eagle and the Hawk --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis
Path (Raw):       The Eagle and the Hawk --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> Crisis
Neg LogProb(↓):   0.746455
Path Entropy(↓):  1.773290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by brunella bovo
Start Entity:     Brunella Bovo
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Brunella Bovo --[(INV) starred_actors]--> The White Sheik --[in_language]--> Italian
Path (Raw):       Brunella Bovo --[No Operation]--> Brunella Bovo --[(INV) starred_actors]--> The White Sheik --[in_language]--> Italian
Neg LogProb(↓):   0.000049
Path Entropy(↓):  0.000533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie underground were in which languages
Start Entity:     Underground
Gold Answer:      [['Bulgarian', 'Serbian']]
Predicted Ans:    Serbian
Predicted Path:   Underground --[written_by]--> Emir Kusturica --[(INV) written_by]--> Underground --[in_language]--> Serbian
Path (Raw):       Underground --[written_by]--> Emir Kusturica --[(INV) written_by]--> Underground --[in_language]--> Serbian
Neg LogProb(↓):   0.596584
Path Entropy(↓):  0.805954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by alix girod de l'ain in
Start Entity:     Alix Girod de l'Ain
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alix Girod de l'Ain --[(INV) written_by]--> De l'autre côté du lit --[has_genre]--> Comedy
Path (Raw):       Alix Girod de l'Ain --[No Operation]--> Alix Girod de l'Ain --[(INV) written_by]--> De l'autre côté du lit --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is fierce creatures
Start Entity:     Fierce Creatures
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fierce Creatures --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Path (Raw):       Fierce Creatures --[has_genre]--> Comedy --[(INV) has_genre]--> Funny About Love --[has_genre]--> Comedy
Neg LogProb(↓):   3.251634
Path Entropy(↓):  4.238128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the lawless frontier also directed which films
Start Entity:     The Lawless Frontier
Gold Answer:      [['Texas Terror', 'The Lucky Texan', 'Lawless Range', 'Riders of Destiny', 'Rainbow Valley', 'The Man from Utah', 'Westward Ho', 'The Star Packer']]
Predicted Ans:    Texas Terror
Predicted Path:   The Lawless Frontier --[directed_by]--> Robert N. Bradbury --[(INV) directed_by]--> Texas Terror
Path (Raw):       The Lawless Frontier --[directed_by]--> Robert N. Bradbury --[(INV) directed_by]--> Texas Terror --[No Operation]--> Texas Terror
Neg LogProb(↓):   1.814289
Path Entropy(↓):  2.288043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie suburbia
Start Entity:     Suburbia
Gold Answer:      [['Fred Wolf', 'Craig Mazin', 'Jonathan King', 'Mike Myers', 'Penelope Spheeris', 'Greg Erb', 'Stephen Mazur', 'Paul Guay']]
Predicted Ans:    Paul Guay
Predicted Path:   Suburbia --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[written_by]--> Paul Guay
Path (Raw):       Suburbia --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[written_by]--> Paul Guay
Neg LogProb(↓):   0.716261
Path Entropy(↓):  1.820967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by russell mulcahy release
Start Entity:     Russell Mulcahy
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Russell Mulcahy --[(INV) written_by]--> Tale of the Mummy --[release_year]--> 1998
Path (Raw):       Russell Mulcahy --[No Operation]--> Russell Mulcahy --[(INV) written_by]--> Tale of the Mummy --[release_year]--> 1998
Neg LogProb(↓):   0.001010
Path Entropy(↓):  0.008587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Gabriela cowperthwaite was the director on which movies
Start Entity:     Gabriela Cowperthwaite
Gold Answer:      [['Blackfish']]
Predicted Ans:    Blackfish
Predicted Path:   Gabriela Cowperthwaite --[(INV) directed_by]--> Blackfish --[directed_by]--> Gabriela Cowperthwaite --[(INV) directed_by]--> Blackfish
Path (Raw):       Gabriela Cowperthwaite --[(INV) directed_by]--> Blackfish --[directed_by]--> Gabriela Cowperthwaite --[(INV) directed_by]--> Blackfish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by albert nobbs actors
Start Entity:     Albert Nobbs
Gold Answer:      [['Dutch', 'Japanese', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Albert Nobbs --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Path (Raw):       Albert Nobbs --[starred_actors]--> Glenn Close --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.106383
Path Entropy(↓):  2.213252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed never say never again
Start Entity:     Never Say Never Again
Gold Answer:      [['Paul Zindel', 'John Carpenter', 'Irvin Kershner', 'Elliott Baker', 'Guy Owen']]
Predicted Ans:    John Carpenter
Predicted Path:   Never Say Never Again --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars --[written_by]--> John Carpenter
Path (Raw):       Never Say Never Again --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> Eyes of Laura Mars --[written_by]--> John Carpenter
Neg LogProb(↓):   0.107380
Path Entropy(↓):  0.464138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by ken englund
Start Entity:     Ken Englund
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ken Englund --[(INV) written_by]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Path (Raw):       Ken Englund --[No Operation]--> Ken Englund --[(INV) written_by]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Neg LogProb(↓):   1.087539
Path Entropy(↓):  1.331735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter michael ellis wrote films together with who
Start Entity:     Michael Ellis
Gold Answer:      [['Pamela Falk']]
Predicted Ans:    Michael Ellis
Predicted Path:   Michael Ellis --[(INV) written_by]--> The Wedding Planner --[written_by]--> Michael Ellis
Path (Raw):       Michael Ellis --[No Operation]--> Michael Ellis --[(INV) written_by]--> The Wedding Planner --[written_by]--> Michael Ellis
Neg LogProb(↓):   0.541262
Path Entropy(↓):  0.679660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film my man were in which languages
Start Entity:     My Man
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   My Man --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me? --[in_language]--> French
Path (Raw):       My Man --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me? --[in_language]--> French
Neg LogProb(↓):   0.668288
Path Entropy(↓):  1.053506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in a walk to remember
Start Entity:     A Walk to Remember
Gold Answer:      [['Short', 'Drama', 'Animation', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Action
Predicted Path:   A Walk to Remember --[starred_actors]--> Shane West --[(INV) starred_actors]--> Echelon Conspiracy --[has_genre]--> Action
Path (Raw):       A Walk to Remember --[starred_actors]--> Shane West --[(INV) starred_actors]--> Echelon Conspiracy --[has_genre]--> Action
Neg LogProb(↓):   0.181063
Path Entropy(↓):  0.448938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the banger sisters
Start Entity:     The Banger Sisters
Gold Answer:      [['Bob Dolman']]
Predicted Ans:    George Lucas
Predicted Path:   The Banger Sisters --[written_by]--> Bob Dolman --[(INV) written_by]--> Willow --[written_by]--> George Lucas
Path (Raw):       The Banger Sisters --[written_by]--> Bob Dolman --[(INV) written_by]--> Willow --[written_by]--> George Lucas
Neg LogProb(↓):   0.978826
Path Entropy(↓):  1.101395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by sophie barthes
Start Entity:     Sophie Barthes
Gold Answer:      [['Paul Giamatti', 'Dina Korzun']]
Predicted Ans:    Paul Giamatti
Predicted Path:   Sophie Barthes --[(INV) written_by]--> Cold Souls --[starred_actors]--> Paul Giamatti
Path (Raw):       Sophie Barthes --[No Operation]--> Sophie Barthes --[(INV) written_by]--> Cold Souls --[starred_actors]--> Paul Giamatti
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie the linguini incident released
Start Entity:     The Linguini Incident
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   The Linguini Incident --[release_year]--> 1991 --[(INV) release_year]--> One Good Cop --[release_year]--> 1991
Path (Raw):       The Linguini Incident --[release_year]--> 1991 --[(INV) release_year]--> One Good Cop --[release_year]--> 1991
Neg LogProb(↓):   2.769722
Path Entropy(↓):  4.122723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter leo mccarey
Start Entity:     Leo McCarey
Gold Answer:      [['Bing Crosby', 'Garry Shandling', 'Walter Slezak', 'Cary Grant', 'Gary Cooper', 'Annette Bening', 'Ginger Rogers', 'Randolph Scott', 'Katharine Hepburn', 'Maria Ouspenskaya', 'William Holden', 'Joanne Woodward', 'Warren Beatty', 'Ingrid Bergman', 'Robert Walker', 'Paul Newman', 'France Nuyen', 'Barry Fitzgerald', 'Charles Boyer', 'Merle Oberon', 'Irene Dunne', 'Clifton Webb', 'Deborah Kerr', 'Gail Patrick']]
Predicted Ans:    Cary Grant
Predicted Path:   Leo McCarey --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Path (Raw):       Leo McCarey --[No Operation]--> Leo McCarey --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.259784
Path Entropy(↓):  0.946939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for clambake
Start Entity:     Clambake
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Clambake --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Clambake --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.793831
Path Entropy(↓):  1.298955
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the house of the seven gables
Start Entity:     The House of the Seven Gables
Gold Answer:      [['The Bribe', 'House of Wax', 'Confessions of a Nazi Spy', 'The Tingler', 'The Comedy of Terrors', 'Cry of the Banshee', 'Dr. Goldfoot and the Bikini Machine', 'The Tomb of Ligeia', 'The Lodger', 'The Picture of Dorian Gray', 'While the City Sleeps', 'Twice-Told Tales', 'Madhouse', 'Vincent', 'Village of the Damned', 'The Son of Monte Cristo', 'The Private Affairs of Bel Ami', 'The Abominable Dr. Phibes', 'The Saint in London', 'The Monster Club', 'The Bat', 'Forever Amber', 'Call Me Madam', 'The Masque of the Red Death', 'Witchfinder General', 'Dr. Phibes Rises Again', 'Allegheny Uprising', 'The Raven', 'The Jungle Book', 'The Baron of Arizona', 'House on Haunted Hill', 'Lady Killer', 'Lured', 'The Invisible Man Returns', 'The Mad Magician', 'Leave Her to Heaven', 'Ivanhoe', 'Theatre of Blood', 'The Keys of the Kingdom', 'Dr. Goldfoot and the Girl Bombs', 'Rage in Heaven', 'All About Eve', 'House of Usher', 'His Kind of Woman', 'Dragonwyck', 'The Whales of August', 'Bloodbath at the House of Death', 'The Last Man on Earth', 'Diary of a Madman', 'Foreign Correspondent', 'Journey to Italy', 'The Haunted Palace', 'From the Earth to the Moon', 'This Land Is Mine', 'The Long Night', 'Laura', 'Tales of Terror', 'British Intelligence', 'Champagne for Caesar', 'The Oblong Box', 'Jezebel', 'Samson and Delilah']]
Predicted Ans:    The Tomb of Ligeia
Predicted Path:   The House of the Seven Gables --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Tomb of Ligeia
Path (Raw):       The House of the Seven Gables --[starred_actors]--> Vincent Price --[No Operation]--> Vincent Price --[(INV) starred_actors]--> The Tomb of Ligeia
Neg LogProb(↓):   1.262647
Path Entropy(↓):  1.883205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with fluke in
Start Entity:     Fluke
Gold Answer:      [['Dutch', 'French', 'English']]
Predicted Ans:    English
Predicted Path:   Fluke --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country --[in_language]--> English
Path (Raw):       Fluke --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country --[in_language]--> English
Neg LogProb(↓):   0.002079
Path Entropy(↓):  0.018502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of george clooney
Start Entity:     George Clooney
Gold Answer:      [['Beau Willimon', 'Grant Heslov', 'Robert M. Edsel']]
Predicted Ans:    George Clooney
Predicted Path:   George Clooney --[(INV) written_by]--> The Monuments Men --[written_by]--> George Clooney
Path (Raw):       George Clooney --[No Operation]--> George Clooney --[(INV) written_by]--> The Monuments Men --[written_by]--> George Clooney
Neg LogProb(↓):   0.584442
Path Entropy(↓):  0.869247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the films written by jack amiel
Start Entity:     Jack Amiel
Gold Answer:      [['John Corbett', 'Joan Cusack', 'Hayden Panettiere', 'Kate Hudson']]
Predicted Ans:    Kate Hudson
Predicted Path:   Jack Amiel --[(INV) written_by]--> Raising Helen --[starred_actors]--> Kate Hudson
Path (Raw):       Jack Amiel --[No Operation]--> Jack Amiel --[(INV) written_by]--> Raising Helen --[starred_actors]--> Kate Hudson
Neg LogProb(↓):   0.126437
Path Entropy(↓):  0.443771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of a double life
Start Entity:     A Double Life
Gold Answer:      [['The Marrying Kind', 'Gaslight', 'The Women', 'Zaza', 'Dinner at Eight', 'Travels with My Aunt', 'Romeo and Juliet', 'A Star Is Born', 'What Price Hollywood?', 'My Fair Lady', 'Rich and Famous', 'Les Girls', 'One Hour with You', 'David Copperfield', 'Bhowani Junction', "Adam's Rib", "Let's Make Love", 'Holiday', 'The Actress', 'The Philadelphia Story', 'Born Yesterday', 'Edward, My Son', 'Pat and Mike', 'Wild Is the Wind', 'Little Women', 'Keeper of the Flame', "A Woman's Face", 'Gone with the Wind', 'The Chapman Report', 'Sylvia Scarlett', 'Camille', "I'll Be Seeing You", 'It Should Happen to You', 'Girls About Town']]
Predicted Ans:    One Hour with You
Predicted Path:   A Double Life --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You
Path (Raw):       A Double Life --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[No Operation]--> One Hour with You
Neg LogProb(↓):   2.013488
Path Entropy(↓):  2.905634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by pierre etaix
Start Entity:     pierre Étaix
Gold Answer:      [['The Suitor']]
Predicted Ans:    The Suitor
Predicted Path:   pierre Étaix --[(INV) has_tags]--> The Suitor --[has_tags]--> pierre Étaix --[(INV) has_tags]--> The Suitor
Path (Raw):       pierre Étaix --[(INV) has_tags]--> The Suitor --[has_tags]--> pierre Étaix --[(INV) has_tags]--> The Suitor
Neg LogProb(↓):   0.001384
Path Entropy(↓):  0.010490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie flypaper are directed by who
Start Entity:     Flypaper
Gold Answer:      [['Seth Michael Donsky', 'Philip Ridley', 'Philip Kaufman', 'Joe Roth', 'William Friedkin', 'Joey Lauren Adams', 'Neil Burger', 'John Boorman', 'Steve Rash', 'Charles Martin Smith', 'Stephan Elliott', 'Gary Fleder', 'Andy Tennant', 'Kevin Lima', 'Sandra Nettelbeck', 'Mark Steven Johnson', 'John McNaughton', 'Geoff Burrowes', 'John Patrick Kelley', 'Carl Franklin', 'Jeannot Szwarc', 'Matt Williams', 'Bruce Beresford']]
Predicted Ans:    Philip Ridley
Predicted Path:   Flypaper --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Path (Raw):       Flypaper --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Neg LogProb(↓):   0.206933
Path Entropy(↓):  0.598754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in ravenous
Start Entity:     Ravenous
Gold Answer:      [['Robert Carlyle', 'Guy Pearce', 'David Arquette']]
Predicted Ans:    David Arquette
Predicted Path:   Ravenous --[starred_actors]--> David Arquette --[(INV) starred_actors]--> Eight Legged Freaks --[starred_actors]--> David Arquette
Path (Raw):       Ravenous --[starred_actors]--> David Arquette --[(INV) starred_actors]--> Eight Legged Freaks --[starred_actors]--> David Arquette
Neg LogProb(↓):   0.017932
Path Entropy(↓):  0.103294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of torrente, el brazo tonto de la ley also starred in which movies
Start Entity:     Torrente, el brazo tonto de la ley
Gold Answer:      [['Talk to Her', 'The Blind Sunflowers', 'The Day of the Beast']]
Predicted Ans:    Álex Angulo
Predicted Path:   Torrente, el brazo tonto de la ley --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[starred_actors]--> Álex Angulo
Path (Raw):       Torrente, el brazo tonto de la ley --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[starred_actors]--> Álex Angulo
Neg LogProb(↓):   0.577843
Path Entropy(↓):  0.774811
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film coach carter
Start Entity:     Coach Carter
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Coach Carter --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Coach Carter --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.089032
Path Entropy(↓):  4.452746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote light years away
Start Entity:     Light Years Away
Gold Answer:      [['Thriller']]
Predicted Ans:    1981
Predicted Path:   Light Years Away --[written_by]--> Alain Tanner --[(INV) written_by]--> Light Years Away --[release_year]--> 1981
Path (Raw):       Light Years Away --[written_by]--> Alain Tanner --[(INV) written_by]--> Light Years Away --[release_year]--> 1981
Neg LogProb(↓):   0.399205
Path Entropy(↓):  0.769617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in point of no return
Start Entity:     Point of No Return
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Point of No Return --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> Kiss of the Dragon --[has_genre]--> Action
Path (Raw):       Point of No Return --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> Kiss of the Dragon --[has_genre]--> Action
Neg LogProb(↓):   0.381914
Path Entropy(↓):  1.092783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by jeremy gardner release
Start Entity:     Jeremy Gardner
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jeremy Gardner --[(INV) starred_actors]--> The Battery --[release_year]--> 2012
Path (Raw):       Jeremy Gardner --[No Operation]--> Jeremy Gardner --[(INV) starred_actors]--> The Battery --[release_year]--> 2012
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is fearless about
Start Entity:     Fearless
Gold Answer:      [['jeff bridges', 'peter weir', 'isabella rossellini']]
Predicted Ans:    nationalism
Predicted Path:   Fearless --[has_tags]--> nationalism --[(INV) has_tags]--> Fearless --[has_tags]--> nationalism
Path (Raw):       Fearless --[has_tags]--> nationalism --[(INV) has_tags]--> Fearless --[has_tags]--> nationalism
Neg LogProb(↓):   0.049074
Path Entropy(↓):  0.234730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote east side, west side
Start Entity:     East Side, West Side
Gold Answer:      [['1968', '1960', '1942', '1967', '1945', '1955', '1943']]
Predicted Ans:    1960
Predicted Path:   East Side, West Side --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       East Side, West Side --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   0.134439
Path Entropy(↓):  0.522580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of that touch of mink
Start Entity:     That Touch of Mink
Gold Answer:      [['All Quiet on the Western Front', 'Lover Come Back', 'Marty', 'Night Crossing', 'Separate Tables', 'A Gathering of Eagles', 'Jane Eyre', 'Desire Under the Elms', 'Mister Buddwing', 'Fitzwilly', 'Dear Heart']]
Predicted Ans:    Jane Eyre
Predicted Path:   That Touch of Mink --[directed_by]--> Delbert Mann --[(INV) directed_by]--> Jane Eyre
Path (Raw):       That Touch of Mink --[directed_by]--> Delbert Mann --[(INV) directed_by]--> Jane Eyre --[No Operation]--> Jane Eyre
Neg LogProb(↓):   0.753484
Path Entropy(↓):  1.236101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of w. e. starred who
Start Entity:     W.E.
Gold Answer:      [['Richard E. Grant', 'Vicky McClure', 'Holly Weston']]
Predicted Ans:    Abbie Cornish
Predicted Path:   W.E. --[written_by]--> Madonna --[(INV) written_by]--> W.E. --[starred_actors]--> Abbie Cornish
Path (Raw):       W.E. --[written_by]--> Madonna --[(INV) written_by]--> W.E. --[starred_actors]--> Abbie Cornish
Neg LogProb(↓):   0.472058
Path Entropy(↓):  1.025426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of bullet
Start Entity:     Bullet
Gold Answer:      [['Patsy Kensit', 'Geena Davis', 'David Bowie', 'Damon Wayans', 'Jeff Goldblum', 'Jim Carrey']]
Predicted Ans:    Damon Wayans
Predicted Path:   Bullet --[directed_by]--> Julien Temple --[(INV) directed_by]--> Earth Girls Are Easy --[starred_actors]--> Damon Wayans
Path (Raw):       Bullet --[directed_by]--> Julien Temple --[(INV) directed_by]--> Earth Girls Are Easy --[starred_actors]--> Damon Wayans
Neg LogProb(↓):   0.771026
Path Entropy(↓):  1.047564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for zotz!
Start Entity:     Zotz!
Gold Answer:      [['William Castle']]
Predicted Ans:    William Castle
Predicted Path:   Zotz! --[directed_by]--> William Castle --[(INV) directed_by]--> Shanks --[directed_by]--> William Castle
Path (Raw):       Zotz! --[directed_by]--> William Castle --[(INV) directed_by]--> Shanks --[directed_by]--> William Castle
Neg LogProb(↓):   1.155509
Path Entropy(↓):  1.605071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by citizen dog writers
Start Entity:     Citizen Dog
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   Citizen Dog --[written_by]--> Wisit Sasanatieng --[(INV) written_by]--> Tears of the Black Tiger --[in_language]--> Thai
Path (Raw):       Citizen Dog --[written_by]--> Wisit Sasanatieng --[(INV) written_by]--> Tears of the Black Tiger --[in_language]--> Thai
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the watermelon woman
Start Entity:     The Watermelon Woman
Gold Answer:      [["My Baby's Daddy"]]
Predicted Ans:    My Baby's Daddy
Predicted Path:   The Watermelon Woman --[directed_by]--> Cheryl Dunye --[(INV) directed_by]--> My Baby's Daddy
Path (Raw):       The Watermelon Woman --[No Operation]--> The Watermelon Woman --[directed_by]--> Cheryl Dunye --[(INV) directed_by]--> My Baby's Daddy
Neg LogProb(↓):   0.055811
Path Entropy(↓):  0.250439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the jazz singer also wrote movies
Start Entity:     The Jazz Singer
Gold Answer:      [['That Lady in Ermine', 'The Smiling Lieutenant', 'Broken Lullaby', 'Angel', 'Heaven Can Wait', 'But Not for Me', 'One Hour with You', 'The Shop Around the Corner']]
Predicted Ans:    Angel
Predicted Path:   The Jazz Singer --[written_by]--> Samson Raphaelson --[(INV) written_by]--> Angel
Path (Raw):       The Jazz Singer --[written_by]--> Samson Raphaelson --[(INV) written_by]--> Angel --[No Operation]--> Angel
Neg LogProb(↓):   0.750619
Path Entropy(↓):  1.164254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with one man up fall under
Start Entity:     One Man Up
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   One Man Up --[starred_actors]--> Toni Servillo --[(INV) starred_actors]--> The Girl by the Lake --[has_genre]--> Thriller
Path (Raw):       One Man Up --[starred_actors]--> Toni Servillo --[(INV) starred_actors]--> The Girl by the Lake --[has_genre]--> Thriller
Neg LogProb(↓):   0.152038
Path Entropy(↓):  0.407532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the slam dance director
Start Entity:     Slam Dance
Gold Answer:      [['Lisa See', 'Wayne Wang', 'Isaac Cronin', 'Louis Chu', 'Paul Theroux', 'Paul Auster', 'Jeffrey Price', 'Peter S. Seaman', 'John Hughes', 'Kate DiCamillo', 'Amy Tan', 'Ronald Bass']]
Predicted Ans:    Wayne Wang
Predicted Path:   Slam Dance --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Path (Raw):       Slam Dance --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Neg LogProb(↓):   0.600844
Path Entropy(↓):  1.484863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did luis valdez direct
Start Entity:     Luis Valdez
Gold Answer:      [['La Bamba', 'Zoot Suit']]
Predicted Ans:    Zoot Suit
Predicted Path:   Luis Valdez --[(INV) directed_by]--> Zoot Suit --[directed_by]--> Luis Valdez --[(INV) directed_by]--> Zoot Suit
Path (Raw):       Luis Valdez --[(INV) directed_by]--> Zoot Suit --[directed_by]--> Luis Valdez --[(INV) directed_by]--> Zoot Suit
Neg LogProb(↓):   0.180252
Path Entropy(↓):  0.513388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of two for the road
Start Entity:     Two for the Road
Gold Answer:      [['Laurence Harvey', 'Cybill Shepherd', 'Julie Christie', 'Dirk Bogarde']]
Predicted Ans:    Dirk Bogarde
Predicted Path:   Two for the Road --[written_by]--> Frederic Raphael --[(INV) written_by]--> Darling --[starred_actors]--> Dirk Bogarde
Path (Raw):       Two for the Road --[written_by]--> Frederic Raphael --[(INV) written_by]--> Darling --[starred_actors]--> Dirk Bogarde
Neg LogProb(↓):   0.019465
Path Entropy(↓):  0.112580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is a guy named joe
Start Entity:     A Guy Named Joe
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   A Guy Named Joe --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       A Guy Named Joe --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.667766
Path Entropy(↓):  2.568996
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film smokin'aces
Start Entity:     Smokin' Aces
Gold Answer:      [['David Soren', 'Adam Brooks', 'Anne Fletcher', 'Marjane Satrapi', 'Daniel Espinosa', 'Tim Allen', 'Ariel Vromen', 'James Mangold', 'Martin Scorsese', 'Chris Sanders', 'Simon Wincer', 'Guy Ritchie', 'Rob McKittrick', 'Phil Alden Robinson', 'Martin Campbell', 'William Phillips', 'Waymon Boone', 'Dennis Lee', 'Roger Kumble', 'Robert Schwentke', 'Jody Hill', "Peter O'Fallon", 'John Dahl', 'Rich Cowan', 'David Mirkin', 'John August', 'Rodrigo Cortés', 'Walt Becker', 'Howard Deutch', 'Ryan Fleck', 'Anna Boden', 'Paul Schrader', 'David Dobkin', 'Eric Steven Stahl', 'Danny Cannon', 'Robert M. Young', 'Jonathan Kaplan', 'Robert Butler', 'Brian Smrz', 'Marcos Siega']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Smokin' Aces --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Smokin' Aces --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.060443
Path Entropy(↓):  0.280885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is nobel son
Start Entity:     Nobel Son
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nobel Son --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Nobel Son --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.140067
Path Entropy(↓):  4.389104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by darcy fehr
Start Entity:     Darcy Fehr
Gold Answer:      [['Guy Maddin']]
Predicted Ans:    Guy Maddin
Predicted Path:   Darcy Fehr --[(INV) starred_actors]--> My Winnipeg --[directed_by]--> Guy Maddin
Path (Raw):       Darcy Fehr --[No Operation]--> Darcy Fehr --[(INV) starred_actors]--> My Winnipeg --[directed_by]--> Guy Maddin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of leigh fondakowski written films
Start Entity:     Leigh Fondakowski
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Leigh Fondakowski --[(INV) written_by]--> The Laramie Project --[release_year]--> 2002
Path (Raw):       Leigh Fondakowski --[No Operation]--> Leigh Fondakowski --[(INV) written_by]--> The Laramie Project --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does adventures of kitty o'day fall under
Start Entity:     Adventures of Kitty O'Day
Gold Answer:      [['Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adventures of Kitty O'Day --[written_by]--> Tim Ryan --[(INV) written_by]--> Adventures of Kitty O'Day --[has_genre]--> Comedy
Path (Raw):       Adventures of Kitty O'Day --[written_by]--> Tim Ryan --[(INV) written_by]--> Adventures of Kitty O'Day --[has_genre]--> Comedy
Neg LogProb(↓):   1.177216
Path Entropy(↓):  1.569348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with jacob gentry
Start Entity:     Jacob Gentry
Gold Answer:      [['David Bruckner', 'William Eubank', 'Dan Bush']]
Predicted Ans:    David Bruckner
Predicted Path:   Jacob Gentry --[(INV) directed_by]--> The Signal --[directed_by]--> David Bruckner
Path (Raw):       Jacob Gentry --[No Operation]--> Jacob Gentry --[(INV) directed_by]--> The Signal --[directed_by]--> David Bruckner
Neg LogProb(↓):   0.009834
Path Entropy(↓):  0.058584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by jack weinstock
Start Entity:     Jack Weinstock
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Jack Weinstock --[(INV) written_by]--> How to Succeed in Business Without Really Trying --[release_year]--> 1967
Path (Raw):       Jack Weinstock --[No Operation]--> Jack Weinstock --[(INV) written_by]--> How to Succeed in Business Without Really Trying --[release_year]--> 1967
Neg LogProb(↓):   0.001975
Path Entropy(↓):  0.014262
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the trials of henry kissinger are directed by who
Start Entity:     The Trials of Henry Kissinger
Gold Answer:      [['Jag Mundhra', 'Ryan Murphy', 'John Gray', 'Paul Greengrass', 'Wolfgang Petersen', 'Dagur Kári', 'Michael Mann', 'Barbet Schroeder', 'Barry W. Blaustein', 'Gillies MacKinnon', 'Jonathan English', 'Rupert Wyatt']]
Predicted Ans:    Paul Greengrass
Predicted Path:   The Trials of Henry Kissinger --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[directed_by]--> Paul Greengrass
Path (Raw):       The Trials of Henry Kissinger --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[directed_by]--> Paul Greengrass
Neg LogProb(↓):   0.145311
Path Entropy(↓):  0.556621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does hiromi nagasaku star in
Start Entity:     Hiromi Nagasaku
Gold Answer:      [['Doppelganger']]
Predicted Ans:    Doppelganger
Predicted Path:   Hiromi Nagasaku --[(INV) starred_actors]--> Doppelganger --[starred_actors]--> Hiromi Nagasaku --[(INV) starred_actors]--> Doppelganger
Path (Raw):       Hiromi Nagasaku --[(INV) starred_actors]--> Doppelganger --[starred_actors]--> Hiromi Nagasaku --[(INV) starred_actors]--> Doppelganger
Neg LogProb(↓):   0.000524
Path Entropy(↓):  0.004484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of two deaths is also the director of which movies
Start Entity:     Two Deaths
Gold Answer:      [['Walkabout', 'The Witches', 'Performance', 'Insignificance', 'Castaway', 'Eureka', 'Full Body Massage', "Don't Look Now", 'Track 29', 'Bad Timing', 'Samson and Delilah', 'The Man Who Fell to Earth']]
Predicted Ans:    Castaway
Predicted Path:   Two Deaths --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway
Path (Raw):       Two Deaths --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[No Operation]--> Castaway
Neg LogProb(↓):   0.473546
Path Entropy(↓):  1.320181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to head of state
Start Entity:     Head of State
Gold Answer:      [['chris rock', 'bernie mac']]
Predicted Ans:    chris rock
Predicted Path:   Head of State --[has_tags]--> chris rock --[(INV) has_tags]--> Top Five --[has_tags]--> chris rock
Path (Raw):       Head of State --[has_tags]--> chris rock --[(INV) has_tags]--> Top Five --[has_tags]--> chris rock
Neg LogProb(↓):   0.683271
Path Entropy(↓):  0.693953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by rafael sabatini in
Start Entity:     Rafael Sabatini
Gold Answer:      [['English']]
Predicted Ans:    george sidney
Predicted Path:   Rafael Sabatini --[(INV) written_by]--> Scaramouche --[has_tags]--> george sidney
Path (Raw):       Rafael Sabatini --[No Operation]--> Rafael Sabatini --[(INV) written_by]--> Scaramouche --[has_tags]--> george sidney
Neg LogProb(↓):   0.894421
Path Entropy(↓):  0.702032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed breakfast on pluto
Start Entity:     Breakfast on Pluto
Gold Answer:      [['Neil Jordan']]
Predicted Ans:    Neil Jordan
Predicted Path:   Breakfast on Pluto --[directed_by]--> Neil Jordan --[(INV) directed_by]--> The Good Thief --[directed_by]--> Neil Jordan
Path (Raw):       Breakfast on Pluto --[directed_by]--> Neil Jordan --[(INV) directed_by]--> The Good Thief --[directed_by]--> Neil Jordan
Neg LogProb(↓):   0.587225
Path Entropy(↓):  0.838036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter pablo proenza
Start Entity:     Pablo Proenza
Gold Answer:      [['Lupe Ontiveros', 'David Chisum', 'Lisa Vidal', 'Joshua Pelegrin']]
Predicted Ans:    David Chisum
Predicted Path:   Pablo Proenza --[(INV) written_by]--> Dark Mirror --[starred_actors]--> David Chisum
Path (Raw):       Pablo Proenza --[No Operation]--> Pablo Proenza --[(INV) written_by]--> Dark Mirror --[starred_actors]--> David Chisum
Neg LogProb(↓):   0.572080
Path Entropy(↓):  1.033635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by yves montand
Start Entity:     Yves Montand
Gold Answer:      [['George Cukor', 'Anatole Litvak', 'Alain Resnais', 'Jack Cardiff', 'David Hugh Jones', 'John Frankenheimer', 'Claude Berri', 'Claude Sautet']]
Predicted Ans:    Claude Berri
Predicted Path:   Yves Montand --[(INV) starred_actors]--> Jean de Florette --[directed_by]--> Claude Berri
Path (Raw):       Yves Montand --[No Operation]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette --[directed_by]--> Claude Berri
Neg LogProb(↓):   0.198069
Path Entropy(↓):  0.643592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie goin'south, when was it released
Start Entity:     Goin' South
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Goin' South --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Path (Raw):       Goin' South --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Neg LogProb(↓):   2.670106
Path Entropy(↓):  3.813949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did john o'hara write
Start Entity:     John O'Hara
Gold Answer:      [['From the Terrace', 'Moontide', 'Ten North Frederick', 'BUtterfield 8']]
Predicted Ans:    BUtterfield 8
Predicted Path:   John O'Hara --[(INV) written_by]--> BUtterfield 8 --[written_by]--> John O'Hara --[(INV) written_by]--> BUtterfield 8
Path (Raw):       John O'Hara --[(INV) written_by]--> BUtterfield 8 --[written_by]--> John O'Hara --[(INV) written_by]--> BUtterfield 8
Neg LogProb(↓):   0.081524
Path Entropy(↓):  0.389050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jeffrey ballard starred movies
Start Entity:     Jeffrey Ballard
Gold Answer:      [['Justin Donnelly']]
Predicted Ans:    Justin Donnelly
Predicted Path:   Jeffrey Ballard --[(INV) starred_actors]--> Pressed --[written_by]--> Justin Donnelly
Path (Raw):       Jeffrey Ballard --[No Operation]--> Jeffrey Ballard --[(INV) starred_actors]--> Pressed --[written_by]--> Justin Donnelly
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed unconditional love
Start Entity:     Unconditional Love
Gold Answer:      [['P.J. Hogan']]
Predicted Ans:    P.J. Hogan
Predicted Path:   Unconditional Love --[directed_by]--> P.J. Hogan --[(INV) directed_by]--> My Best Friend's Wedding --[directed_by]--> P.J. Hogan
Path (Raw):       Unconditional Love --[directed_by]--> P.J. Hogan --[(INV) directed_by]--> My Best Friend's Wedding --[directed_by]--> P.J. Hogan
Neg LogProb(↓):   0.252329
Path Entropy(↓):  0.530693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with charles boyer
Start Entity:     Charles Boyer
Gold Answer:      [['Greta Garbo', 'Yul Brynner', 'Marlene Dietrich', 'Susan Hayward', 'Garry Shandling', 'Anton Walbrook', 'Louis Jourdan', 'Diana Wynyard', 'Catherine Deneuve', 'Frank Pettingell', 'Vera Miles', "Barbara O'Neil", 'Annette Bening', 'John Gavin', 'Danielle Darrieux', 'Madeleine Ozeray', 'Basil Rathbone', 'Franciska Gaal', 'Victor Francen', 'Jeffrey Lynn', 'Katharine Hepburn', 'Jane Fonda', 'Maria Ouspenskaya', 'Warren Beatty', 'Joseph Cotten', 'Fredric March', 'Robert Redford', 'Leo Carrillo', 'Colin Clive', 'Bobby Driscoll', 'Jennifer Jones', 'Charles Laughton', 'Bette Davis', 'Paulette Goddard', 'Ingrid Bergman', 'Olivia de Havilland', 'Hedy Lamarr', 'Lauren Bacall', 'Margot Grahame', 'Akim Tamiroff', 'Brenda Marshall', 'Claire Bloom', 'Mildred Natwick', 'Sigrid Gurie', 'Alexis Smith', 'Ava Gardner', 'Joan Fontaine', 'Alan Marshal', 'Reginald Owen', 'Omar Sharif', 'Irene Dunne', 'Jean Arthur', 'Margaret Sullavan', 'Inger Stevens', 'James Mason']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Charles Boyer --[(INV) starred_actors]--> Mayerling --[starred_actors]--> Catherine Deneuve
Path (Raw):       Charles Boyer --[No Operation]--> Charles Boyer --[(INV) starred_actors]--> Mayerling --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.421362
Path Entropy(↓):  1.272092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is fanboys in
Start Entity:     Fanboys
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fanboys --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fanboys --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.337137
Path Entropy(↓):  4.365225
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by joan blondell
Start Entity:     Joan Blondell
Gold Answer:      [['Edmund Goulding', 'John Cassavetes', 'William Dieterle', 'Roy Del Ruth', 'Ray Enright', 'Frank Tashlin', 'Busby Berkeley', 'Tay Garnett', 'Lloyd Bacon', 'William A. Wellman', 'Mervyn LeRoy', 'Elia Kazan', 'Howard Hawks']]
Predicted Ans:    Mervyn LeRoy
Predicted Path:   Joan Blondell --[(INV) starred_actors]--> Big City Blues --[directed_by]--> Mervyn LeRoy
Path (Raw):       Joan Blondell --[No Operation]--> Joan Blondell --[(INV) starred_actors]--> Big City Blues --[directed_by]--> Mervyn LeRoy
Neg LogProb(↓):   0.933111
Path Entropy(↓):  1.621486
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with fritz weaver
Start Entity:     Fritz Weaver
Gold Answer:      [['Adrienne Barbeau', 'Leslie Nielsen', 'Hal Holbrook']]
Predicted Ans:    Adrienne Barbeau
Predicted Path:   Fritz Weaver --[(INV) starred_actors]--> Creepshow --[starred_actors]--> Adrienne Barbeau
Path (Raw):       Fritz Weaver --[No Operation]--> Fritz Weaver --[(INV) starred_actors]--> Creepshow --[starred_actors]--> Adrienne Barbeau
Neg LogProb(↓):   0.354908
Path Entropy(↓):  0.685901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with peter carsten
Start Entity:     Peter Carsten
Gold Answer:      [['Jim Brown', 'Rod Taylor', 'Yvette Mimieux']]
Predicted Ans:    Rod Taylor
Predicted Path:   Peter Carsten --[(INV) starred_actors]--> Dark of the Sun --[starred_actors]--> Rod Taylor
Path (Raw):       Peter Carsten --[No Operation]--> Peter Carsten --[(INV) starred_actors]--> Dark of the Sun --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.000440
Path Entropy(↓):  0.003887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of a perfect murder
Start Entity:     A Perfect Murder
Gold Answer:      [['1995', '1988', '1990', '1992', '1989', '1993', '1996', '2006', '1985', '1947', '2002', '2012']]
Predicted Ans:    1996
Predicted Path:   A Perfect Murder --[directed_by]--> Andrew Davis --[(INV) directed_by]--> Chain Reaction --[release_year]--> 1996
Path (Raw):       A Perfect Murder --[directed_by]--> Andrew Davis --[(INV) directed_by]--> Chain Reaction --[release_year]--> 1996
Neg LogProb(↓):   1.682677
Path Entropy(↓):  1.964705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by how to irritate people actors
Start Entity:     How to Irritate People
Gold Answer:      [['Eric Idle', 'Terry Jones', 'Graham Chapman', 'Terry Gilliam', 'Michael Frayn', 'Charles Crichton', 'Peter Cook', 'Bernard McKenna', 'Joe Stillman', 'Jorge Blanco', 'Don Hall', 'John Cleese', 'Tristram Powell', 'Lewis Carroll', 'Michael Palin', 'Mike Binder']]
Predicted Ans:    Charles Crichton
Predicted Path:   How to Irritate People --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Path (Raw):       How to Irritate People --[starred_actors]--> Michael Palin --[(INV) starred_actors]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Neg LogProb(↓):   0.919837
Path Entropy(↓):  1.726661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie bad dreams, when was it released
Start Entity:     Bad Dreams
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Bad Dreams --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Bad Dreams --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   3.085653
Path Entropy(↓):  4.479859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of bob hope starred movies
Start Entity:     Bob Hope
Gold Answer:      [['Paul Leni', 'Hal Walker', 'Norman Panama', 'Melvin Frank', 'Jack Arnold', 'Frank Tashlin', 'Elliott Nugent', 'Buster Keaton', 'David Butler', 'Victor Schertzinger', 'George Marshall', 'Sidney Lanfield', 'Norman Z. McLeod', 'Gordon Douglas']]
Predicted Ans:    David Butler
Predicted Path:   Bob Hope --[(INV) starred_actors]--> Road to Morocco --[directed_by]--> David Butler
Path (Raw):       Bob Hope --[No Operation]--> Bob Hope --[(INV) starred_actors]--> Road to Morocco --[directed_by]--> David Butler
Neg LogProb(↓):   0.812870
Path Entropy(↓):  1.858391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of born to kill
Start Entity:     Born to Kill
Gold Answer:      [['Frank De Felitta', 'Don Mankiewicz', 'Barbara Graham', 'Nelson Gidding', 'Ed Montgomery', 'N. Richard Nash', 'Hugh Gray', 'John Twist', 'Michael Crichton', 'Howard Lindsay', 'Russel Crouse', 'Harry Bates', 'Edmund H. North', 'Ernest Lehman', 'William Link', 'Jack Schaefer', 'Michael M. Mooney', 'Richard Levinson', 'Robert Louis Stevenson', 'Rocky Graziano', 'Val Lewton', 'DeWitt Bodeen', 'William P. McGivern', 'William Gibson', 'Cornelia Baird Gross', 'Luke Short', 'Abraham Polonsky', 'Cameron Hawley', 'Shirley Jackson', 'Bob Byington', 'Art Cohn', 'Joseph Moncure March', 'John O. Killens', 'Robert Anderson', 'Arthur Laurents', 'William Fairchild', 'Richard McKenna', 'Jerome Robbins']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Born to Kill --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[written_by]--> Ernest Lehman
Path (Raw):       Born to Kill --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[written_by]--> Ernest Lehman
Neg LogProb(↓):   0.580491
Path Entropy(↓):  1.194092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of pleasure party was
Start Entity:     Pleasure Party
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Pleasure Party --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Path (Raw):       Pleasure Party --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   0.229228
Path Entropy(↓):  0.897337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote kopps
Start Entity:     Kopps
Gold Answer:      [['Josef Fares']]
Predicted Ans:    Josef Fares
Predicted Path:   Kopps --[written_by]--> Josef Fares --[(INV) written_by]--> Jalla! Jalla! --[directed_by]--> Josef Fares
Path (Raw):       Kopps --[written_by]--> Josef Fares --[(INV) written_by]--> Jalla! Jalla! --[directed_by]--> Josef Fares
Neg LogProb(↓):   0.015706
Path Entropy(↓):  0.082201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie executive protection were in which languages
Start Entity:     Executive Protection
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Executive Protection --[directed_by]--> Anders Nilsson --[(INV) directed_by]--> The Third Wave --[in_language]--> Swedish
Path (Raw):       Executive Protection --[directed_by]--> Anders Nilsson --[(INV) directed_by]--> The Third Wave --[in_language]--> Swedish
Neg LogProb(↓):   0.076609
Path Entropy(↓):  0.308491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of soul man
Start Entity:     Soul Man
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Soul Man --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Soul Man --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   2.878207
Path Entropy(↓):  4.182151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie summer hours were released in which years
Start Entity:     Summer Hours
Gold Answer:      [['1998', '2004', '1996', '2014', '2002', '2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Summer Hours --[written_by]--> Olivier Assayas --[(INV) written_by]--> Boarding Gate --[release_year]--> 2007
Path (Raw):       Summer Hours --[written_by]--> Olivier Assayas --[(INV) written_by]--> Boarding Gate --[release_year]--> 2007
Neg LogProb(↓):   1.104075
Path Entropy(↓):  1.586528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by jaclyn smith
Start Entity:     Jaclyn Smith
Gold Answer:      [['Anthony B. Richmond', 'Henry Jaglom']]
Predicted Ans:    Henry Jaglom
Predicted Path:   Jaclyn Smith --[(INV) starred_actors]--> Déjà Vu --[directed_by]--> Henry Jaglom
Path (Raw):       Jaclyn Smith --[No Operation]--> Jaclyn Smith --[(INV) starred_actors]--> Déjà Vu --[directed_by]--> Henry Jaglom
Neg LogProb(↓):   0.006178
Path Entropy(↓):  0.037491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie taste the blood of dracula
Start Entity:     Taste the Blood of Dracula
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Taste the Blood of Dracula --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Taste the Blood of Dracula --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.357875
Path Entropy(↓):  3.793135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of redbelt
Start Entity:     Redbelt
Gold Answer:      [['Robert Forster', 'Steve Martin', 'Peter Falk', 'Jean Reno', 'Dustin Hoffman', 'Lana Turner', 'Kevin Hart', 'Jessica Lange', 'Jack Nicholson', 'Robert De Niro', 'Joan Lorring', 'Delroy Lindo', 'Jack Lemmon', 'William H. Macy', 'Hume Cronyn', 'Joe Mantegna', 'Basil Radford', 'Jeffrey Tambor', 'Jack Warden', 'Sam Rockwell', 'Gemma Jones', 'Nigel Hawthorne', 'Rebecca Pidgeon', 'Robert Donat', 'Cedric Hardwicke', 'Don Ameche', 'Campbell Scott', 'Stellan Skarsgård', 'Debra Eisenstadt', 'Natascha McElhone', 'Paul Newman', 'Val Kilmer', 'Danny DeVito', 'Kevin Costner', 'Regina Hall', 'Sydney Greenstreet', 'Gene Hackman', 'Charles Durning', 'Derek Luke', 'Cecil Kellaway', 'John Garfield', 'Anne Heche', 'Tia Texada', 'Joy Bryant', 'Sean Connery', 'Charlotte Rampling', 'Dennis Franz', 'Sean Nelson', 'Denis Leary', 'Ben Gazzara', 'Armand Assante', 'Margaret Leighton', 'Lindsay Crouse', 'Al Pacino', 'Michael Ealy', 'Peter Lorre', 'George Coulouris', 'James Mason', 'Helen Mirren']]
Predicted Ans:    William H. Macy
Predicted Path:   Redbelt --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[starred_actors]--> William H. Macy
Path (Raw):       Redbelt --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.230952
Path Entropy(↓):  0.797259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of a woman's face
Start Entity:     A Woman's Face
Gold Answer:      [['The Marrying Kind', 'Gaslight', 'The Women', 'Zaza', 'Dinner at Eight', 'Travels with My Aunt', 'Romeo and Juliet', 'A Star Is Born', 'What Price Hollywood?', 'My Fair Lady', 'Rich and Famous', 'Les Girls', 'One Hour with You', 'David Copperfield', 'Bhowani Junction', "Adam's Rib", "Let's Make Love", 'Holiday', 'The Actress', 'The Philadelphia Story', 'Born Yesterday', 'A Double Life', 'Edward, My Son', 'Wild Is the Wind', 'Little Women', 'Keeper of the Flame', 'Gone with the Wind', 'Pat and Mike', 'The Chapman Report', 'Sylvia Scarlett', 'Camille', "I'll Be Seeing You", 'It Should Happen to You', 'Girls About Town']]
Predicted Ans:    The Women
Predicted Path:   A Woman's Face --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women
Path (Raw):       A Woman's Face --[No Operation]--> A Woman's Face --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women
Neg LogProb(↓):   0.840898
Path Entropy(↓):  1.550480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of spread
Start Entity:     Spread
Gold Answer:      [['Ian McKellen', 'Eva Green', 'Natasha Richardson', 'Hugh Bonneville', 'Sarah Roemer', 'Ewan McGregor', "Jack O'Connell"]]
Predicted Ans:    Ashton Kutcher
Predicted Path:   Spread --[directed_by]--> David Mackenzie --[(INV) directed_by]--> Spread --[starred_actors]--> Ashton Kutcher
Path (Raw):       Spread --[directed_by]--> David Mackenzie --[(INV) directed_by]--> Spread --[starred_actors]--> Ashton Kutcher
Neg LogProb(↓):   0.024673
Path Entropy(↓):  0.117885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor ameena matthews starred together with who
Start Entity:     Ameena Matthews
Gold Answer:      [['Cobe Williams', 'Tio Hardiman']]
Predicted Ans:    Ameena Matthews
Predicted Path:   Ameena Matthews --[(INV) starred_actors]--> The Interrupters --[starred_actors]--> Ameena Matthews
Path (Raw):       Ameena Matthews --[No Operation]--> Ameena Matthews --[(INV) starred_actors]--> The Interrupters --[starred_actors]--> Ameena Matthews
Neg LogProb(↓):   0.009080
Path Entropy(↓):  0.056106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that have the same actor of belly of the beast
Start Entity:     Belly of the Beast
Gold Answer:      [['Executive Decision', 'Attack Force', 'Out of Reach', 'Half Past Dead', 'Force of Execution', 'Driven to Kill', 'Pistol Whipped', 'Machete', 'Marked for Death', 'The Foreigner', 'Above the Law', 'Hard to Kill', 'Ticker', 'Out for a Kill', 'A Dangerous Man', 'Into the Sun', 'The Keeper', 'Maximum Conviction', 'On Deadly Ground', 'Urban Justice', 'Submerged', 'Today You Die', 'Mercenary for Justice', 'Exit Wounds', 'Black Dawn', 'Out for Justice', 'Kill Switch', 'Fire Down Below', 'Under Siege', 'Against the Dark', 'Shadow Man', 'The Glimmer Man', 'Born to Raise Hell', 'The Patriot', 'Flight of Fury']]
Predicted Ans:    Attack Force
Predicted Path:   Belly of the Beast --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force
Path (Raw):       Belly of the Beast --[starred_actors]--> Steven Seagal --[No Operation]--> Steven Seagal --[(INV) starred_actors]--> Attack Force
Neg LogProb(↓):   0.693730
Path Entropy(↓):  1.917069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by ruth mckenney release
Start Entity:     Ruth McKenney
Gold Answer:      [['1955', '1942']]
Predicted Ans:    1955
Predicted Path:   Ruth McKenney --[(INV) written_by]--> My Sister Eileen --[release_year]--> 1955
Path (Raw):       Ruth McKenney --[No Operation]--> Ruth McKenney --[(INV) written_by]--> My Sister Eileen --[release_year]--> 1955
Neg LogProb(↓):   1.128214
Path Entropy(↓):  1.342634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of saawariya
Start Entity:     Saawariya
Gold Answer:      [['Yul Brynner', 'Crispin Glover', 'Dominique Sanda', 'Vanessa Redgrave', 'Peter Lorre']]
Predicted Ans:    Yul Brynner
Predicted Path:   Saawariya --[written_by]--> Fyodor Dostoevsky --[(INV) written_by]--> The Brothers Karamazov --[starred_actors]--> Yul Brynner
Path (Raw):       Saawariya --[written_by]--> Fyodor Dostoevsky --[(INV) written_by]--> The Brothers Karamazov --[starred_actors]--> Yul Brynner
Neg LogProb(↓):   0.470030
Path Entropy(↓):  0.937799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film shaun of the dead
Start Entity:     Shaun of the Dead
Gold Answer:      [['Edgar Wright', 'Greg Mottola', 'Chris Hopewell', 'Crispian Mills', 'Peter Chelsom', 'Steven Spielberg', 'Anthony Stacchi', 'Graham Annable']]
Predicted Ans:    Edgar Wright
Predicted Path:   Shaun of the Dead --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[directed_by]--> Edgar Wright
Path (Raw):       Shaun of the Dead --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[directed_by]--> Edgar Wright
Neg LogProb(↓):   0.048012
Path Entropy(↓):  0.246256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does luana anders appear in
Start Entity:     Luana Anders
Gold Answer:      [['Dementia 13']]
Predicted Ans:    Dementia 13
Predicted Path:   Luana Anders --[(INV) starred_actors]--> Dementia 13 --[starred_actors]--> Luana Anders --[(INV) starred_actors]--> Dementia 13
Path (Raw):       Luana Anders --[(INV) starred_actors]--> Dementia 13 --[starred_actors]--> Luana Anders --[(INV) starred_actors]--> Dementia 13
Neg LogProb(↓):   0.001289
Path Entropy(↓):  0.010517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of harlequin starred who
Start Entity:     Harlequin
Gold Answer:      [['Mickey Rourke', 'Michael McKean', 'Billy Zane', 'Paul Hogan', 'Linda Kozlowski', 'Mary Beth Hurt', 'Kristy Swanson', 'Virginia Madsen', 'Patrick Elyas', 'Treat Williams', 'Wilford Brimley', 'Tom Selleck', 'Isabella Rossellini', 'Alan Rickman', 'Ray Liotta', 'Don Johnson', 'Laura San Giacomo', 'Denis Leary', 'Keith Carradine', 'Doug E. Doug', 'Danny Glover']]
Predicted Ans:    Tom Selleck
Predicted Path:   Harlequin --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Crossfire Trail --[starred_actors]--> Tom Selleck
Path (Raw):       Harlequin --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Crossfire Trail --[starred_actors]--> Tom Selleck
Neg LogProb(↓):   0.769094
Path Entropy(↓):  1.162627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the muppet christmas carol
Start Entity:     The Muppet Christmas Carol
Gold Answer:      [['Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Muppet Christmas Carol --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       The Muppet Christmas Carol --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   1.530229
Path Entropy(↓):  1.577171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film ichi the killer released
Start Entity:     Ichi the Killer
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Ichi the Killer --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Path (Raw):       Ichi the Killer --[release_year]--> 2001 --[(INV) release_year]--> Vacuuming Completely Nude in Paradise --[release_year]--> 2001
Neg LogProb(↓):   3.389039
Path Entropy(↓):  4.785708
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for hello herman
Start Entity:     Hello Herman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hello Herman --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Hello Herman --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.317962
Path Entropy(↓):  4.510851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by laws of gravity actors release
Start Entity:     Laws of Gravity
Gold Answer:      [['1994', '1999', '1993']]
Predicted Ans:    1992
Predicted Path:   Laws of Gravity --[starred_actors]--> Peter Greene --[(INV) starred_actors]--> Laws of Gravity --[release_year]--> 1992
Path (Raw):       Laws of Gravity --[starred_actors]--> Peter Greene --[(INV) starred_actors]--> Laws of Gravity --[release_year]--> 1992
Neg LogProb(↓):   0.064239
Path Entropy(↓):  0.288909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films starred by lucie arnaz
Start Entity:     Lucie Arnaz
Gold Answer:      [['Alan Crosland', 'Richard Fleischer']]
Predicted Ans:    Richard Fleischer
Predicted Path:   Lucie Arnaz --[(INV) starred_actors]--> The Jazz Singer --[directed_by]--> Richard Fleischer
Path (Raw):       Lucie Arnaz --[No Operation]--> Lucie Arnaz --[(INV) starred_actors]--> The Jazz Singer --[directed_by]--> Richard Fleischer
Neg LogProb(↓):   0.005552
Path Entropy(↓):  0.034290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in meet the fockers
Start Entity:     Meet the Fockers
Gold Answer:      [['Peter Farrelly', 'Jon Avnet', 'Elaine May', 'Stephen Frears', 'John Polson', 'Mike Nichols', 'Michael Mann', 'Kinka Usher', 'William A. Wellman', 'Wes Anderson', 'Irvin Kershner', 'Zach Helm', 'Michael Cimino', 'Neil Jordan', 'Robert Benton', 'Rodrigo Cortés', 'Todd Louiso', 'Mark Steven Johnson', 'Ben Stiller', 'William Wyler', 'Sam Peckinpah', 'David Veloz', 'Bob Fosse', 'Volker Schlöndorff', 'J. Lee Thompson', 'Tom Dey', 'Anne Fletcher', 'James Mangold', 'Jerry Zaks', 'Robert De Niro', 'Martin Scorsese', 'Barry Levinson', 'Michael Apted', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Shawn Levy', 'Jon Turteltaub', 'Neil Burger', 'Jules Dassin', 'Bernardo Bertolucci', 'Joel Schumacher', 'Herbert Ross', 'Mark Osborne', 'John Stevenson', 'Justin Zackham', 'Ulu Grosbard', 'Brett Ratner', 'Sidney Lumet', 'Edward Norton', 'Eric Schaeffer', 'Cédric Kahn', 'Michael Radford', 'Gary McKendry', 'Norman Z. McLeod', 'Paul Weitz', 'Alan J. Pakula', 'Luc Besson', 'David O. Russell', 'Ron Howard', 'Jake Kasdan', 'Kenneth Branagh', 'Thomas McCarthy', 'Penny Marshall', 'Alex Segal', 'Franklin J. Schaffner', 'Martin Ritt', 'Michael Curtiz', 'Alan Parker', 'Zeki Demirkubuz', 'Sergio Leone', 'Danny DeVito', 'John D. Hancock', 'John McNaughton', 'Martin Brest', 'Peter Segal', 'Arthur Penn', 'Sydney Pollack', 'Frank Oz', 'Rod Lurie', 'Paul Morrissey', 'John Curran', 'Brian De Palma', 'Elia Kazan', 'Barbra Streisand', 'Joel Hopkins', 'George Cukor', 'John Schlesinger', 'Dustin Hoffman', 'Wolfgang Petersen', 'Basil Dearden', 'Kirk Jones', 'Roland Joffé', 'Peter Bogdanovich', 'Tony Scott', 'John Frankenheimer', 'Akiva Schaffer', 'Michael Corrente', 'Ettore Scola', 'Terry Gilliam', 'Jay Roach', 'Gary Fleder', 'Howard Zieff', 'Steven Spielberg', 'Harold Ramis', 'John Hamburg', 'Johnnie To', 'Gene Kelly', 'Robert Rodriguez', 'Irwin Winkler', 'David Grovic']]
Predicted Ans:    Kirk Jones
Predicted Path:   Meet the Fockers --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Path (Raw):       Meet the Fockers --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Neg LogProb(↓):   1.041848
Path Entropy(↓):  2.158026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor bobby cannavale co - starred with who
Start Entity:     Bobby Cannavale
Gold Answer:      [['Jesse Bradford', 'Steve Coogan', 'Lisa Kudrow', 'Jeffrey Tambor', 'Amy Ryan', 'Ed Westwick', 'Michael Paré', 'Famke Janssen', 'Paul Giamatti']]
Predicted Ans:    Michael Paré
Predicted Path:   Bobby Cannavale --[(INV) starred_actors]--> 100 Feet --[starred_actors]--> Michael Paré
Path (Raw):       Bobby Cannavale --[No Operation]--> Bobby Cannavale --[(INV) starred_actors]--> 100 Feet --[starred_actors]--> Michael Paré
Neg LogProb(↓):   0.352499
Path Entropy(↓):  0.754946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film no strings attached
Start Entity:     No Strings Attached
Gold Answer:      [['1998', '1988', '1997', '2001', '1990', '1989', '1993', '2006', '2014', '1994', '1979', '1981', '1986', '1984']]
Predicted Ans:    1994
Predicted Path:   No Strings Attached --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[release_year]--> 1994
Path (Raw):       No Strings Attached --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[release_year]--> 1994
Neg LogProb(↓):   1.147065
Path Entropy(↓):  2.134628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of doomwatch also wrote movies
Start Entity:     Doomwatch
Gold Answer:      [['10 Rillington Place', 'Isadora']]
Predicted Ans:    Isadora
Predicted Path:   Doomwatch --[written_by]--> Clive Exton --[(INV) written_by]--> Isadora
Path (Raw):       Doomwatch --[written_by]--> Clive Exton --[(INV) written_by]--> Isadora --[No Operation]--> Isadora
Neg LogProb(↓):   0.028767
Path Entropy(↓):  0.138115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by beverly adams
Start Entity:     Beverly Adams
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Beverly Adams --[(INV) starred_actors]--> Torture Garden --[has_genre]--> Horror
Path (Raw):       Beverly Adams --[No Operation]--> Beverly Adams --[(INV) starred_actors]--> Torture Garden --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie the tempest released
Start Entity:     The Tempest
Gold Answer:      [['1979']]
Predicted Ans:    2010
Predicted Path:   The Tempest --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       The Tempest --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.497530
Path Entropy(↓):  4.292065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies together with frederick lonsdale
Start Entity:     Frederick Lonsdale
Gold Answer:      [['Benjamin Glazer']]
Predicted Ans:    Benjamin Glazer
Predicted Path:   Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[written_by]--> Benjamin Glazer
Path (Raw):       Frederick Lonsdale --[No Operation]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[written_by]--> Benjamin Glazer
Neg LogProb(↓):   0.278776
Path Entropy(↓):  0.760409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by kull the conqueror actors
Start Entity:     Kull the Conqueror
Gold Answer:      [['Brenton Spencer', 'Dallas Jenkins', 'Christoforos Papakaliatis', 'Harold Cronk', 'Stephen Bridgewater', 'Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Dallas Jenkins
Predicted Path:   Kull the Conqueror --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Path (Raw):       Kull the Conqueror --[starred_actors]--> Kevin Sorbo --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Neg LogProb(↓):   0.022258
Path Entropy(↓):  0.115596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of beyond the clouds
Start Entity:     Beyond the Clouds
Gold Answer:      [['Juliano Ribeiro Salgado', 'Federico Fellini', 'Wim Wenders', 'Michelangelo Antonioni', 'Victor Sjöström', 'Steven Soderbergh', 'Brad Silberling', 'Roland Joffé']]
Predicted Ans:    Wim Wenders
Predicted Path:   Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> Wings of Desire --[directed_by]--> Wim Wenders
Path (Raw):       Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> Wings of Desire --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.350686
Path Entropy(↓):  1.107067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the long ships
Start Entity:     The Long Ships
Gold Answer:      [['Jack Cardiff']]
Predicted Ans:    Jack Cardiff
Predicted Path:   The Long Ships --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> My Geisha --[directed_by]--> Jack Cardiff
Path (Raw):       The Long Ships --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> My Geisha --[directed_by]--> Jack Cardiff
Neg LogProb(↓):   0.406294
Path Entropy(↓):  0.982330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did hong khaou write
Start Entity:     Hong Khaou
Gold Answer:      [['Lilting']]
Predicted Ans:    Lilting
Predicted Path:   Hong Khaou --[(INV) written_by]--> Lilting --[written_by]--> Hong Khaou --[(INV) written_by]--> Lilting
Path (Raw):       Hong Khaou --[(INV) written_by]--> Lilting --[written_by]--> Hong Khaou --[(INV) written_by]--> Lilting
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by adam's apples actors release
Start Entity:     Adam's Apples
Gold Answer:      [['2000', '2009', '2003', '2005', '2004', '1982', '2006', '2014', '2002', '2012', '2011', '2013']]
Predicted Ans:    2005
Predicted Path:   Adam's Apples --[starred_actors]--> Mads Mikkelsen --[(INV) starred_actors]--> Adam's Apples --[release_year]--> 2005
Path (Raw):       Adam's Apples --[starred_actors]--> Mads Mikkelsen --[(INV) starred_actors]--> Adam's Apples --[release_year]--> 2005
Neg LogProb(↓):   0.510621
Path Entropy(↓):  1.186428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film small apartments
Start Entity:     Small Apartments
Gold Answer:      [['Creighton Vero']]
Predicted Ans:    Chris Millis
Predicted Path:   Small Apartments --[directed_by]--> Jonas Åkerlund --[(INV) directed_by]--> Small Apartments --[written_by]--> Chris Millis
Path (Raw):       Small Apartments --[directed_by]--> Jonas Åkerlund --[(INV) directed_by]--> Small Apartments --[written_by]--> Chris Millis
Neg LogProb(↓):   0.341387
Path Entropy(↓):  0.763322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of red heat was
Start Entity:     Red Heat
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   Red Heat --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Path (Raw):       Red Heat --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.080777
Path Entropy(↓):  0.365792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of juha also wrote movies
Start Entity:     Juha
Gold Answer:      [['Leningrad Cowboys Go America', 'Shadows in Paradise', 'Calamari Union', 'Leningrad Cowboys Meet Moses', 'The Worthless', 'The Match Factory Girl', 'I Hired a Contract Killer', 'The Man Without a Past', 'Lights in the Dusk', 'Rocky VI', 'Ariel', 'Le Havre', 'Drifting Clouds', 'Take Care of Your Scarf, Tatiana', 'La Vie de Bohème', 'Crime and Punishment', 'Hamlet Goes Business']]
Predicted Ans:    Drifting Clouds
Predicted Path:   Juha --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Drifting Clouds
Path (Raw):       Juha --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Drifting Clouds --[No Operation]--> Drifting Clouds
Neg LogProb(↓):   1.072720
Path Entropy(↓):  1.773439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of mister johnson
Start Entity:     Mister Johnson
Gold Answer:      [['Alec Guinness']]
Predicted Ans:    Maynard Eziashi
Predicted Path:   Mister Johnson --[written_by]--> Joyce Cary --[(INV) written_by]--> Mister Johnson --[starred_actors]--> Maynard Eziashi
Path (Raw):       Mister Johnson --[written_by]--> Joyce Cary --[(INV) written_by]--> Mister Johnson --[starred_actors]--> Maynard Eziashi
Neg LogProb(↓):   0.081207
Path Entropy(↓):  0.273851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films are about resistance
Start Entity:     resistance
Gold Answer:      [['Free Men']]
Predicted Ans:    Free Men
Predicted Path:   resistance --[(INV) has_tags]--> Free Men --[has_tags]--> resistance --[(INV) has_tags]--> Free Men
Path (Raw):       resistance --[(INV) has_tags]--> Free Men --[has_tags]--> resistance --[(INV) has_tags]--> Free Men
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by matt johnson were in which genres
Start Entity:     Matt Johnson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Matt Johnson --[(INV) directed_by]--> The Dirties --[has_genre]--> Drama
Path (Raw):       Matt Johnson --[No Operation]--> Matt Johnson --[(INV) directed_by]--> The Dirties --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with adolphe d'ennery
Start Entity:     Adolphe d'Ennery
Gold Answer:      [['Eugène Cormon']]
Predicted Ans:    Adolphe d'Ennery
Predicted Path:   Adolphe d'Ennery --[(INV) written_by]--> Orphans of the Storm --[written_by]--> Adolphe d'Ennery
Path (Raw):       Adolphe d'Ennery --[No Operation]--> Adolphe d'Ennery --[(INV) written_by]--> Orphans of the Storm --[written_by]--> Adolphe d'Ennery
Neg LogProb(↓):   0.027155
Path Entropy(↓):  0.123398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of aunjanue ellis acted films
Start Entity:     Aunjanue Ellis
Gold Answer:      [['Michael McCullers', 'John Ridley']]
Predicted Ans:    Michael McCullers
Predicted Path:   Aunjanue Ellis --[(INV) starred_actors]--> Undercover Brother --[written_by]--> Michael McCullers
Path (Raw):       Aunjanue Ellis --[No Operation]--> Aunjanue Ellis --[(INV) starred_actors]--> Undercover Brother --[written_by]--> Michael McCullers
Neg LogProb(↓):   0.001349
Path Entropy(↓):  0.010261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with brad roberge
Start Entity:     Brad Roberge
Gold Answer:      [['Val Lauren', 'Christian Patrick', 'Brenden Gregory']]
Predicted Ans:    Brad Roberge
Predicted Path:   Brad Roberge --[(INV) starred_actors]--> Interior. Leather Bar. --[starred_actors]--> Brad Roberge
Path (Raw):       Brad Roberge --[No Operation]--> Brad Roberge --[(INV) starred_actors]--> Interior. Leather Bar. --[starred_actors]--> Brad Roberge
Neg LogProb(↓):   0.009284
Path Entropy(↓):  0.054656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by the expendables writers
Start Entity:     The Expendables
Gold Answer:      [['Music', 'Sport', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   The Expendables --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[has_genre]--> Action
Path (Raw):       The Expendables --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[has_genre]--> Action
Neg LogProb(↓):   0.221983
Path Entropy(↓):  0.533863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of mister lonely were directed by who
Start Entity:     Mister Lonely
Gold Answer:      [['Larry Clark', 'Harmony Korine']]
Predicted Ans:    Larry Clark
Predicted Path:   Mister Lonely --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[directed_by]--> Larry Clark
Path (Raw):       Mister Lonely --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[directed_by]--> Larry Clark
Neg LogProb(↓):   0.126265
Path Entropy(↓):  0.505962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of india song
Start Entity:     India Song
Gold Answer:      [['Marguerite Duras']]
Predicted Ans:    Marguerite Duras
Predicted Path:   India Song --[directed_by]--> Marguerite Duras --[(INV) directed_by]--> India Song --[directed_by]--> Marguerite Duras
Path (Raw):       India Song --[directed_by]--> Marguerite Duras --[(INV) directed_by]--> India Song --[directed_by]--> Marguerite Duras
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by victoria shaw were written by who
Start Entity:     Victoria Shaw
Gold Answer:      [['Samuel Fuller']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Victoria Shaw --[(INV) starred_actors]--> The Crimson Kimono --[written_by]--> Samuel Fuller
Path (Raw):       Victoria Shaw --[No Operation]--> Victoria Shaw --[(INV) starred_actors]--> The Crimson Kimono --[written_by]--> Samuel Fuller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for special 26
Start Entity:     Special 26
Gold Answer:      [['Neeraj Pandey']]
Predicted Ans:    Neeraj Pandey
Predicted Path:   Special 26 --[directed_by]--> Neeraj Pandey --[(INV) directed_by]--> Special 26 --[directed_by]--> Neeraj Pandey
Path (Raw):       Special 26 --[directed_by]--> Neeraj Pandey --[(INV) directed_by]--> Special 26 --[directed_by]--> Neeraj Pandey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by simon andreu
Start Entity:     Simón Andreu
Gold Answer:      [['Vicente Aranda']]
Predicted Ans:    Vicente Aranda
Predicted Path:   Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[directed_by]--> Vicente Aranda
Path (Raw):       Simón Andreu --[No Operation]--> Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[directed_by]--> Vicente Aranda
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of tromeo and juliet
Start Entity:     Tromeo and Juliet
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Tromeo and Juliet --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Path (Raw):       Tromeo and Juliet --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Neg LogProb(↓):   2.878649
Path Entropy(↓):  4.485232
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film miracle
Start Entity:     Miracle
Gold Answer:      [['olympics', 'hockey', "gavin o'connor", 'sports', 'usa']]
Predicted Ans:    gavin o'connor
Predicted Path:   Miracle --[has_tags]--> gavin o'connor --[(INV) has_tags]--> Tumbleweeds --[has_tags]--> gavin o'connor
Path (Raw):       Miracle --[has_tags]--> gavin o'connor --[(INV) has_tags]--> Tumbleweeds --[has_tags]--> gavin o'connor
Neg LogProb(↓):   0.027194
Path Entropy(↓):  0.126286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of youth without youth
Start Entity:     Youth Without Youth
Gold Answer:      [['N. Richard Nash', 'Richard Price', 'Nicholas Proffitt', 'Mario Puzo', 'Daniel Chuba', 'David C. Wilson', 'John Milius', 'David Benedictus', 'Woody Allen', 'George Lucas', 'Jerry Leichtling', 'Arlene Sarner', 'William Malone', 'Michael Herr', 'Rusty Lemorande', 'Sofia Coppola', 'John Grisham', 'Francis Ford Coppola', 'E.Y. Harburg', 'Fred Saidy', 'Jack Hill', 'William Kennedy', 'S.E. Hinton']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Youth Without Youth --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[written_by]--> Francis Ford Coppola
Path (Raw):       Youth Without Youth --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.083918
Path Entropy(↓):  2.452954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the long voyage home
Start Entity:     The Long Voyage Home
Gold Answer:      [['William Tracy', 'Flora Robson', 'Vera Miles', 'Harrison Ford', 'Marjorie Rambeau', 'Katharine Hepburn', 'Shirley Jones', 'Gloria Stuart', 'Linda Darnell', 'Lee Marvin', 'James Cagney', 'Anne Bancroft', 'Edward G. Robinson', 'Harry Carey Jr.', 'Dorothy Lamour', 'Will Rogers', 'Joanne Dru', 'Grace Kelly', 'Barry Fitzgerald', 'Barton MacLane', 'Clark Gable', 'Mary Astor', 'Frank Albertson', 'J. Farrell MacDonald', 'Kenneth MacKenna', 'Constance Towers', 'Tyrone Power', 'Henry Fonda', 'Gene Tierney', 'Walter Pidgeon', 'Lee J. Cobb', 'Donna Reed', 'William Holden', 'Andy Devine', 'Corinne Calvet', 'Don Ameche', 'Claudette Colbert', 'Woody Strode', 'Mike Connors', 'Julie Christie', 'Ava Gardner', 'Sue Lyon', 'Margaret Leighton', 'Warner Baxter', 'Tommy Lee Jones', 'Robert Francis', 'Maggie Smith', 'Eugenie Leontovich', 'Rochelle Hudson', 'James Stewart', 'Denzel Washington', 'John Carradine', 'Myrna Loy', 'Shirley Temple', 'Ben Johnson', 'Ward Bond', 'Dan Dailey', 'Brian Donlevy', 'Victor Mature', 'James Hall', 'Margaret Mann', 'Charles Morton', 'Donald Crisp', 'John Wayne', 'David Torrence', 'Linda Cristal', 'Donald Sinden', 'Reginald Denny', 'Humphrey Bogart', "Maureen O'Hara", 'Jean Arthur', 'C. Aubrey Smith', 'Jeffrey Hunter', 'Claire Trevor', 'Robert Montgomery', 'Alex Cord', 'Jon Hall', 'Anna Lee', 'Richard Widmark', 'Rod Taylor', 'Jack Lemmon', 'Jack Warden', 'Elizabeth Allen', 'Harry Carey', 'Catherine Dale Owen', 'Preston Foster', 'Heather Angel', 'William Powell', 'Stepin Fetchit', 'Margot Grahame', 'Edmund Lowe', 'Carolyn Jones', 'Carroll Baker', 'Wallace Ford', 'Boris Karloff', 'Victor McLaglen', 'Spencer Tracy', 'Charley Grapewin']]
Predicted Ans:    John Wayne
Predicted Path:   The Long Voyage Home --[directed_by]--> John Ford --[(INV) directed_by]--> She Wore a Yellow Ribbon --[starred_actors]--> John Wayne
Path (Raw):       The Long Voyage Home --[directed_by]--> John Ford --[(INV) directed_by]--> She Wore a Yellow Ribbon --[starred_actors]--> John Wayne
Neg LogProb(↓):   1.671411
Path Entropy(↓):  2.594576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did karen blixen write
Start Entity:     Karen Blixen
Gold Answer:      [['Out of Africa', 'The Immortal Story', "Babette's Feast"]]
Predicted Ans:    Out of Africa
Predicted Path:   Karen Blixen --[(INV) written_by]--> Out of Africa --[written_by]--> Kurt Luedtke --[(INV) written_by]--> Out of Africa
Path (Raw):       Karen Blixen --[(INV) written_by]--> Out of Africa --[written_by]--> Kurt Luedtke --[(INV) written_by]--> Out of Africa
Neg LogProb(↓):   0.198095
Path Entropy(↓):  0.496114
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did dennis widmyer direct
Start Entity:     Dennis Widmyer
Gold Answer:      [['Starry Eyes']]
Predicted Ans:    Starry Eyes
Predicted Path:   Dennis Widmyer --[(INV) directed_by]--> Starry Eyes --[written_by]--> Dennis Widmyer --[(INV) directed_by]--> Starry Eyes
Path (Raw):       Dennis Widmyer --[(INV) directed_by]--> Starry Eyes --[written_by]--> Dennis Widmyer --[(INV) directed_by]--> Starry Eyes
Neg LogProb(↓):   0.432006
Path Entropy(↓):  0.975792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film hell's angels were in which genres
Start Entity:     Hell's Angels
Gold Answer:      [['Family', 'Western', 'Drama', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Hell's Angels --[written_by]--> Howard Estabrook --[(INV) written_by]--> The Human Comedy --[has_genre]--> Comedy
Path (Raw):       Hell's Angels --[written_by]--> Howard Estabrook --[(INV) written_by]--> The Human Comedy --[has_genre]--> Comedy
Neg LogProb(↓):   1.249980
Path Entropy(↓):  1.817712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film travels with my aunt
Start Entity:     Travels with My Aunt
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Travels with My Aunt --[release_year]--> 1972 --[(INV) release_year]--> Your Vice Is a Locked Room and Only I Have the Key --[release_year]--> 1972
Path (Raw):       Travels with My Aunt --[release_year]--> 1972 --[(INV) release_year]--> Your Vice Is a Locked Room and Only I Have the Key --[release_year]--> 1972
Neg LogProb(↓):   2.623839
Path Entropy(↓):  4.080158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing a stranger in town
Start Entity:     A Stranger in Town
Gold Answer:      [['roy rowland']]
Predicted Ans:    roy rowland
Predicted Path:   A Stranger in Town --[has_tags]--> roy rowland --[(INV) has_tags]--> Our Vines Have Tender Grapes --[has_tags]--> roy rowland
Path (Raw):       A Stranger in Town --[has_tags]--> roy rowland --[(INV) has_tags]--> Our Vines Have Tender Grapes --[has_tags]--> roy rowland
Neg LogProb(↓):   0.537547
Path Entropy(↓):  0.678907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie zeus and roxanne
Start Entity:     Zeus and Roxanne
Gold Answer:      [['Jonathan Mostow', 'Holly Goldberg Sloan', 'Hugh Wilson', 'Steven Horowitz', 'Neil Offen', 'Brent Maddock', 'Curtis Hanson', 'Harvey Miller', 'Anne Holden', 'Edward Hume']]
Predicted Ans:    Edward Hume
Predicted Path:   Zeus and Roxanne --[starred_actors]--> Steve Guttenberg --[(INV) starred_actors]--> The Day After --[written_by]--> Edward Hume
Path (Raw):       Zeus and Roxanne --[starred_actors]--> Steve Guttenberg --[(INV) starred_actors]--> The Day After --[written_by]--> Edward Hume
Neg LogProb(↓):   0.032674
Path Entropy(↓):  0.195452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about philosophy
Start Entity:     philosophy
Gold Answer:      [['Mr. Nobody', 'The Truman Show', 'Examined Life']]
Predicted Ans:    Examined Life
Predicted Path:   philosophy --[(INV) has_tags]--> Examined Life --[has_tags]--> philosophy --[(INV) has_tags]--> Examined Life
Path (Raw):       philosophy --[(INV) has_tags]--> Examined Life --[has_tags]--> philosophy --[(INV) has_tags]--> Examined Life
Neg LogProb(↓):   0.008009
Path Entropy(↓):  0.055064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by justin simien released
Start Entity:     Justin Simien
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Justin Simien --[(INV) written_by]--> Dear White People --[release_year]--> 2014
Path (Raw):       Justin Simien --[No Operation]--> Justin Simien --[(INV) written_by]--> Dear White People --[release_year]--> 2014
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in just go with it also appears in which movies
Start Entity:     Just Go with It
Gold Answer:      [['The Iron Giant', 'Birthday Girl', 'The Human Stain', 'Anger Management', 'Batman Forever', 'The Good Girl', 'Bewitched', 'Airheads', 'The Stepford Wives', 'Dream for an Insomniac', 'Cake', "You Don't Mess with the Zohan", 'Going Overboard', 'The Break-Up', 'The Waterboy', 'Rabbit Hole', 'Moulin Rouge!', 'Practical Magic', '30 Minutes or Less', 'Dogville', 'Birth', 'The Cobbler', 'The Longest Yard', 'Management', 'Office Space', 'The Object of My Affection', 'Billy Madison', 'Picture Perfect', 'The Paperboy', 'Billy Bathgate', 'Love Happens', 'The Switch', 'Punch-Drunk Love', 'Funny People', 'Grown Ups 2', 'Dead Calm', 'Stoker', "That's My Boy", 'Along Came Polly', 'The Portrait of a Lady', 'The Bounty Hunter', 'Grown Ups', 'The Interpreter', "We're the Millers", 'Malice', 'The Peacemaker', 'Spanglish', 'Far and Away', 'My Life', 'Jack and Jill', 'Rumor Has It...', '50 First Dates', 'Nine', 'Mr. Deeds', 'The Invasion', 'To Die For', 'Click', 'The Hours', 'Little Nicky', 'Cold Mountain', 'Bedtime Stories', 'Flirting', 'Before I Go to Sleep', 'Happy Gilmore', 'Blended', 'Trespass', 'Days of Thunder', 'Wanderlust', 'Leprechaun', 'Bulletproof', 'Hotel Transylvania', 'The Golden Compass', 'Grace of Monaco', 'Rock Star', 'The Wedding Singer', 'Eight Crazy Nights', 'The Others', 'Reign Over Me', 'Big Daddy']]
Predicted Ans:    Leprechaun
Predicted Path:   Just Go with It --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun
Path (Raw):       Just Go with It --[starred_actors]--> Jennifer Aniston --[No Operation]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun
Neg LogProb(↓):   1.139045
Path Entropy(↓):  2.254916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with joan cusack
Start Entity:     Joan Cusack
Gold Answer:      [['John Corbett', 'Anjelica Huston', 'Steve Martin', 'Dustin Hoffman', 'Dedee Pfeiffer', 'Susanna Hoffs', 'Michael Gambon', 'Tim Allen', 'Julianne Moore', 'Jessica Lange', "Chris O'Donnell", 'Ashley Judd', 'Dan Dailey', 'Jet Li', 'Uma Thurman', 'Robin Williams', 'Michelle Trachtenberg', 'Dabney Coleman', 'Christopher Lloyd', 'Tom Arnold', 'Stockard Channing', 'Hope Davis', 'Jeff Bridges', 'Rick Moranis', 'Natalie Portman', 'Betty Grable', 'Hayden Panettiere', 'Geena Davis', 'Tom Hanks', 'Tim Robbins', 'Hugh Grant', 'Kate Hudson', 'Robin Wright']]
Predicted Ans:    Robin Williams
Predicted Path:   Joan Cusack --[(INV) starred_actors]--> Toys --[starred_actors]--> Robin Williams
Path (Raw):       Joan Cusack --[No Operation]--> Joan Cusack --[(INV) starred_actors]--> Toys --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.086796
Path Entropy(↓):  0.387128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of on a clear day also starred in which films
Start Entity:     On a Clear Day
Gold Answer:      [['The Sleeping Dictionary', 'War Horse', 'Miss Julie', 'Mary and Martha', 'London River', 'Cargo', 'A River Runs Through It', 'My Name Is Joe', 'Tyrannosaur', 'Sonny', 'Saving Grace', 'The Liability', 'Boy A']]
Predicted Ans:    Sonny
Predicted Path:   On a Clear Day --[starred_actors]--> Brenda Blethyn --[(INV) starred_actors]--> Sonny
Path (Raw):       On a Clear Day --[No Operation]--> On a Clear Day --[starred_actors]--> Brenda Blethyn --[(INV) starred_actors]--> Sonny
Neg LogProb(↓):   0.774231
Path Entropy(↓):  1.700537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by stephen sommers
Start Entity:     Stephen Sommers
Gold Answer:      [['Fantasy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Stephen Sommers --[(INV) written_by]--> Deep Rising --[has_genre]--> Horror
Path (Raw):       Stephen Sommers --[No Operation]--> Stephen Sommers --[(INV) written_by]--> Deep Rising --[has_genre]--> Horror
Neg LogProb(↓):   0.362353
Path Entropy(↓):  1.097698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by alice sebold
Start Entity:     Alice Sebold
Gold Answer:      [['Peter Jackson']]
Predicted Ans:    Peter Jackson
Predicted Path:   Alice Sebold --[(INV) written_by]--> The Lovely Bones --[directed_by]--> Peter Jackson
Path (Raw):       Alice Sebold --[No Operation]--> Alice Sebold --[(INV) written_by]--> The Lovely Bones --[directed_by]--> Peter Jackson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by matteo garrone in
Start Entity:     Matteo Garrone
Gold Answer:      [['Italian', 'Neapolitan']]
Predicted Ans:    Italian
Predicted Path:   Matteo Garrone --[(INV) written_by]--> First Love --[in_language]--> Italian
Path (Raw):       Matteo Garrone --[No Operation]--> Matteo Garrone --[(INV) written_by]--> First Love --[in_language]--> Italian
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the brothers solomon
Start Entity:     The Brothers Solomon
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Brothers Solomon --[written_by]--> Will Forte --[(INV) written_by]--> Extreme Movie --[has_genre]--> Comedy
Path (Raw):       The Brothers Solomon --[written_by]--> Will Forte --[(INV) written_by]--> Extreme Movie --[has_genre]--> Comedy
Neg LogProb(↓):   0.038283
Path Entropy(↓):  0.182234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the black rainbow director
Start Entity:     Black Rainbow
Gold Answer:      [['Michael Allin', 'Alex Raymond', 'Ted Lewis', 'Michael Crichton', 'Mike Hodges', 'Jack Higgins']]
Predicted Ans:    Jack Higgins
Predicted Path:   Black Rainbow --[directed_by]--> Mike Hodges --[(INV) directed_by]--> A Prayer for the Dying --[written_by]--> Jack Higgins
Path (Raw):       Black Rainbow --[directed_by]--> Mike Hodges --[(INV) directed_by]--> A Prayer for the Dying --[written_by]--> Jack Higgins
Neg LogProb(↓):   0.066124
Path Entropy(↓):  0.311145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with slumming fall under
Start Entity:     Slumming
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Slumming --[written_by]--> Michael Glawogger --[(INV) written_by]--> Whores' Glory --[has_genre]--> Documentary
Path (Raw):       Slumming --[written_by]--> Michael Glawogger --[(INV) written_by]--> Whores' Glory --[has_genre]--> Documentary
Neg LogProb(↓):   0.003291
Path Entropy(↓):  0.022505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie mrs henderson presents
Start Entity:     Mrs Henderson Presents
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mrs Henderson Presents --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Mrs Henderson Presents --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.003531
Path Entropy(↓):  4.456793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of convict 13
Start Entity:     Convict 13
Gold Answer:      [['Buster Keaton', 'Edward F. Cline']]
Predicted Ans:    Buster Keaton
Predicted Path:   Convict 13 --[written_by]--> Edward F. Cline --[(INV) written_by]--> Convict 13 --[written_by]--> Buster Keaton
Path (Raw):       Convict 13 --[written_by]--> Edward F. Cline --[(INV) written_by]--> Convict 13 --[written_by]--> Buster Keaton
Neg LogProb(↓):   0.940176
Path Entropy(↓):  1.705890
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film caught were in which languages
Start Entity:     Caught
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Caught --[starred_actors]--> James Mason --[(INV) starred_actors]--> Lolita --[in_language]--> English
Path (Raw):       Caught --[starred_actors]--> James Mason --[(INV) starred_actors]--> Lolita --[in_language]--> English
Neg LogProb(↓):   1.191315
Path Entropy(↓):  1.946596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter alex zamm co - wrote movies with who
Start Entity:     Alex Zamm
Gold Answer:      [['William Robertson']]
Predicted Ans:    Alex Zamm
Predicted Path:   Alex Zamm --[(INV) written_by]--> The Little Rascals Save the Day --[written_by]--> Alex Zamm
Path (Raw):       Alex Zamm --[No Operation]--> Alex Zamm --[(INV) written_by]--> The Little Rascals Save the Day --[written_by]--> Alex Zamm
Neg LogProb(↓):   0.046372
Path Entropy(↓):  0.184485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films written by nick earls
Start Entity:     Nick Earls
Gold Answer:      [['Robin McLeavy', 'Richard Wilson', 'Emma Lung']]
Predicted Ans:    Robin McLeavy
Predicted Path:   Nick Earls --[(INV) written_by]--> 48 Shades --[starred_actors]--> Robin McLeavy
Path (Raw):       Nick Earls --[No Operation]--> Nick Earls --[(INV) written_by]--> 48 Shades --[starred_actors]--> Robin McLeavy
Neg LogProb(↓):   0.021363
Path Entropy(↓):  0.110188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie cobra verde were in which languages
Start Entity:     Cobra Verde
Gold Answer:      [['Lao', 'Tibetan', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   Cobra Verde --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner --[in_language]--> German
Path (Raw):       Cobra Verde --[written_by]--> Werner Herzog --[(INV) written_by]--> The Great Ecstasy of Woodcarver Steiner --[in_language]--> German
Neg LogProb(↓):   0.903955
Path Entropy(↓):  1.697181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by fernando di leo starred who
Start Entity:     Fernando Di Leo
Gold Answer:      [['Luc Merenda']]
Predicted Ans:    Fernando Di Leo
Predicted Path:   Fernando Di Leo --[(INV) directed_by]--> Caliber 9 --[directed_by]--> Fernando Di Leo
Path (Raw):       Fernando Di Leo --[No Operation]--> Fernando Di Leo --[(INV) directed_by]--> Caliber 9 --[directed_by]--> Fernando Di Leo
Neg LogProb(↓):   0.828199
Path Entropy(↓):  1.104923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of morning glory
Start Entity:     Morning Glory
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Morning Glory --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Morning Glory --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.560847
Path Entropy(↓):  5.056953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of holy matrimony was who
Start Entity:     Holy Matrimony
Gold Answer:      [['Leonard Nimoy']]
Predicted Ans:    Leonard Nimoy
Predicted Path:   Holy Matrimony --[directed_by]--> Leonard Nimoy --[(INV) directed_by]--> Funny About Love --[directed_by]--> Leonard Nimoy
Path (Raw):       Holy Matrimony --[directed_by]--> Leonard Nimoy --[(INV) directed_by]--> Funny About Love --[directed_by]--> Leonard Nimoy
Neg LogProb(↓):   0.017317
Path Entropy(↓):  0.095115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie vehicle 19 released
Start Entity:     Vehicle 19
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Vehicle 19 --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Vehicle 19 --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.164138
Path Entropy(↓):  4.584618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with being julia in
Start Entity:     Being Julia
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Being Julia --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Statement --[in_language]--> French
Path (Raw):       Being Julia --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Statement --[in_language]--> French
Neg LogProb(↓):   0.001252
Path Entropy(↓):  0.009643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe octopussy
Start Entity:     Octopussy
Gold Answer:      [['bond', 'roger moore', 'james bond']]
Predicted Ans:    007
Predicted Path:   Octopussy --[written_by]--> Michael G. Wilson --[(INV) written_by]--> For Your Eyes Only --[has_tags]--> 007
Path (Raw):       Octopussy --[written_by]--> Michael G. Wilson --[(INV) written_by]--> For Your Eyes Only --[has_tags]--> 007
Neg LogProb(↓):   0.050270
Path Entropy(↓):  0.246092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by alva rogers
Start Entity:     Alva Rogers
Gold Answer:      [['Julie Dash']]
Predicted Ans:    Julie Dash
Predicted Path:   Alva Rogers --[(INV) starred_actors]--> Daughters of the Dust --[written_by]--> Julie Dash
Path (Raw):       Alva Rogers --[No Operation]--> Alva Rogers --[(INV) starred_actors]--> Daughters of the Dust --[written_by]--> Julie Dash
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for toys
Start Entity:     Toys
Gold Answer:      [['Barry Levinson']]
Predicted Ans:    Barry Levinson
Predicted Path:   Toys --[written_by]--> Barry Levinson --[(INV) written_by]--> Liberty Heights --[written_by]--> Barry Levinson
Path (Raw):       Toys --[written_by]--> Barry Levinson --[(INV) written_by]--> Liberty Heights --[written_by]--> Barry Levinson
Neg LogProb(↓):   0.488858
Path Entropy(↓):  0.959215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does jesse birdsall appear in
Start Entity:     Jesse Birdsall
Gold Answer:      [['Getting It Right']]
Predicted Ans:    Life Is Sweet
Predicted Path:   Jesse Birdsall --[(INV) starred_actors]--> Getting It Right --[starred_actors]--> Jane Horrocks --[(INV) starred_actors]--> Life Is Sweet
Path (Raw):       Jesse Birdsall --[(INV) starred_actors]--> Getting It Right --[starred_actors]--> Jane Horrocks --[(INV) starred_actors]--> Life Is Sweet
Neg LogProb(↓):   0.006532
Path Entropy(↓):  0.043662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share writers with the movie the adventures of ichabod and mr. toad were released in which years
Start Entity:     The Adventures of Ichabod and Mr. Toad
Gold Answer:      [['1941', '1999']]
Predicted Ans:    1999
Predicted Path:   The Adventures of Ichabod and Mr. Toad --[written_by]--> Washington Irving --[(INV) written_by]--> Sleepy Hollow --[release_year]--> 1999
Path (Raw):       The Adventures of Ichabod and Mr. Toad --[written_by]--> Washington Irving --[(INV) written_by]--> Sleepy Hollow --[release_year]--> 1999
Neg LogProb(↓):   0.011116
Path Entropy(↓):  0.066026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of escanaba in da moonlight
Start Entity:     Escanaba in da Moonlight
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Escanaba in da Moonlight --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Path (Raw):       Escanaba in da Moonlight --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Neg LogProb(↓):   2.643155
Path Entropy(↓):  4.280168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed rosewood lane
Start Entity:     Rosewood Lane
Gold Answer:      [['Drama', 'Horror', 'Fantasy', 'Mystery']]
Predicted Ans:    Horror
Predicted Path:   Rosewood Lane --[directed_by]--> Victor Salva --[(INV) directed_by]--> Dark House --[has_genre]--> Horror
Path (Raw):       Rosewood Lane --[directed_by]--> Victor Salva --[(INV) directed_by]--> Dark House --[has_genre]--> Horror
Neg LogProb(↓):   0.892095
Path Entropy(↓):  1.277657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie an officer and a gentleman
Start Entity:     An Officer and a Gentleman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   An Officer and a Gentleman --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       An Officer and a Gentleman --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.399391
Path Entropy(↓):  4.752473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by wayne allan rice
Start Entity:     Wayne Allan Rice
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Wayne Allan Rice --[(INV) written_by]--> Class Act --[has_genre]--> Comedy
Path (Raw):       Wayne Allan Rice --[No Operation]--> Wayne Allan Rice --[(INV) written_by]--> Class Act --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed lookin'to get out
Start Entity:     Lookin' to Get Out
Gold Answer:      [['Hal Ashby']]
Predicted Ans:    Hal Ashby
Predicted Path:   Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Lookin' to Get Out --[directed_by]--> Hal Ashby
Path (Raw):       Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Lookin' to Get Out --[directed_by]--> Hal Ashby
Neg LogProb(↓):   0.173296
Path Entropy(↓):  0.447681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film zombieland were in which languages
Start Entity:     Zombieland
Gold Answer:      [['English', 'Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   Zombieland --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       Zombieland --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.006580
Path Entropy(↓):  0.048968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the defiant ones about
Start Entity:     The Defiant Ones
Gold Answer:      [['tony curtis', 'old', 'stanley kramer', 'sidney poitier']]
Predicted Ans:    tony curtis
Predicted Path:   The Defiant Ones --[has_tags]--> tony curtis --[(INV) has_tags]--> Sweet Smell of Success --[has_tags]--> tony curtis
Path (Raw):       The Defiant Ones --[has_tags]--> tony curtis --[(INV) has_tags]--> Sweet Smell of Success --[has_tags]--> tony curtis
Neg LogProb(↓):   0.377564
Path Entropy(↓):  0.892280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did adam fields direct
Start Entity:     Adam Fields
Gold Answer:      [['One-Eyed Monster']]
Predicted Ans:    One-Eyed Monster
Predicted Path:   Adam Fields --[(INV) directed_by]--> One-Eyed Monster --[directed_by]--> Adam Fields --[(INV) directed_by]--> One-Eyed Monster
Path (Raw):       Adam Fields --[(INV) directed_by]--> One-Eyed Monster --[directed_by]--> Adam Fields --[(INV) directed_by]--> One-Eyed Monster
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie they gave him a gun
Start Entity:     They Gave Him a Gun
Gold Answer:      [['Dashiell Hammett', 'Myles Connolly', 'Dorothy Parker', 'Millard Kaufman', 'Sinclair Lewis', 'Carey Wilson', 'Leigh Janiak', 'Roy Huggins', 'William Rose', 'Donald Ogden Stewart', 'Albert Hackett', 'Ferenc Molnár', 'Edward Streeter', 'Frances Goodrich', 'Richard Macaulay', 'Clara Beranger', 'Anita Loos', 'Michael Gottlieb', 'Robert Morley', 'John Lee Mahin', 'Helen Deutsch', 'Fritz Lang', 'Conrad Richter', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', 'Allan Scott', 'Billy Wilder', "Edwin O'Connor", 'Edward Rugoff', 'Nedrick Young', 'Nancy Meyers', 'Robert Rossen', 'Max Catto', 'Abby Mann', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'Grover Jones', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'Russel Crouse', 'Don McGuire', 'Howard Breslin', 'Peter Viertel', 'William Marchant', 'Philip Barry', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Mortimer Offner', 'Howard Emmett Rogers', 'Frank Wead', 'Charles Shyer', 'F. Scott Fitzgerald', 'Brown Holmes', 'Maude Fulton', 'Anna Seghers', 'Marcus Sanders', 'Eleanore Griffin', 'John Meehan', 'Dore Schary', 'Paul Zaloom', 'Sandow Birk', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'David Ayer', 'Jules Furthman', 'Jerry Wald', 'Mark Hellinger', 'Mack Crane', 'Caroline Francke', 'Don Hartman', 'Garson Kanin', 'Ruth Gordon', 'Edward E. Paramore Jr.', 'Erich Maria Remarque', 'John Huston', 'George Oppenheimer', 'James Warner Bellah', 'James Edward Grant', 'Harold Jacob Smith', 'Lewis E. Lawes', 'Jerome Lawrence', 'Noel Langley', 'Achmed Abdullah', 'Anthony Veiller', 'Dalton Trumbo', 'John L. Balderston', 'Hugo Butler', 'Kenneth Roberts', 'William Slavens McNutt', 'Norman Krasna', 'Bartlett Cormack', 'Frances Marion']]
Predicted Ans:    Samuel Hoffenstein
Predicted Path:   They Gave Him a Gun --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Samuel Hoffenstein
Path (Raw):       They Gave Him a Gun --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Samuel Hoffenstein
Neg LogProb(↓):   1.406774
Path Entropy(↓):  3.246547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for shock
Start Entity:     Shock
Gold Answer:      [['Alfred L. Werker']]
Predicted Ans:    Alfred L. Werker
Predicted Path:   Shock --[directed_by]--> Alfred L. Werker --[(INV) directed_by]--> Lost Boundaries --[directed_by]--> Alfred L. Werker
Path (Raw):       Shock --[directed_by]--> Alfred L. Werker --[(INV) directed_by]--> Lost Boundaries --[directed_by]--> Alfred L. Werker
Neg LogProb(↓):   0.088977
Path Entropy(↓):  0.320873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film blaze were in which languages
Start Entity:     Blaze
Gold Answer:      [['English', 'Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   Blaze --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[in_language]--> German
Path (Raw):       Blaze --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[in_language]--> German
Neg LogProb(↓):   0.009882
Path Entropy(↓):  0.075432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with another gay movie
Start Entity:     Another Gay Movie
Gold Answer:      [['Edge of Seventeen', 'Gypsy 83']]
Predicted Ans:    Edge of Seventeen
Predicted Path:   Another Gay Movie --[written_by]--> Todd Stephens --[(INV) written_by]--> Edge of Seventeen
Path (Raw):       Another Gay Movie --[written_by]--> Todd Stephens --[(INV) written_by]--> Edge of Seventeen --[No Operation]--> Edge of Seventeen
Neg LogProb(↓):   0.009481
Path Entropy(↓):  0.060253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - directors of bob odenkirk
Start Entity:     Bob Odenkirk
Gold Answer:      [['Brett Ratner', 'Rusty Cundieff', 'Griffin Dunne', 'Peter Farrelly', 'James Gunn', 'Will Graham', 'James Duffy', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Steven Brill', 'Steve Carr', 'Elizabeth Banks']]
Predicted Ans:    James Gunn
Predicted Path:   Bob Odenkirk --[(INV) directed_by]--> Movie 43 --[directed_by]--> James Gunn
Path (Raw):       Bob Odenkirk --[No Operation]--> Bob Odenkirk --[(INV) directed_by]--> Movie 43 --[directed_by]--> James Gunn
Neg LogProb(↓):   0.293921
Path Entropy(↓):  1.106082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by tetsuya nakashima
Start Entity:     Tetsuya Nakashima
Gold Answer:      [['Muneki Yamada', 'Kanae Minato']]
Predicted Ans:    Tetsuya Nakashima
Predicted Path:   Tetsuya Nakashima --[(INV) directed_by]--> The World of Kanako --[written_by]--> Tetsuya Nakashima
Path (Raw):       Tetsuya Nakashima --[No Operation]--> Tetsuya Nakashima --[(INV) directed_by]--> The World of Kanako --[written_by]--> Tetsuya Nakashima
Neg LogProb(↓):   0.127543
Path Entropy(↓):  0.368410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by john mcenery
Start Entity:     John McEnery
Gold Answer:      [['Fantasy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   John McEnery --[(INV) starred_actors]--> The Land That Time Forgot --[has_genre]--> Adventure
Path (Raw):       John McEnery --[No Operation]--> John McEnery --[(INV) starred_actors]--> The Land That Time Forgot --[has_genre]--> Adventure
Neg LogProb(↓):   0.063665
Path Entropy(↓):  0.231567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did timothy scott bogart write
Start Entity:     Timothy Scott Bogart
Gold Answer:      [['Extreme Ops']]
Predicted Ans:    Extreme Ops
Predicted Path:   Timothy Scott Bogart --[(INV) written_by]--> Extreme Ops --[written_by]--> Michael Zaidan --[(INV) written_by]--> Extreme Ops
Path (Raw):       Timothy Scott Bogart --[(INV) written_by]--> Extreme Ops --[written_by]--> Michael Zaidan --[(INV) written_by]--> Extreme Ops
Neg LogProb(↓):   0.285906
Path Entropy(↓):  0.732614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie last year at marienbad in a few words
Start Entity:     Last Year at Marienbad
Gold Answer:      [['enigmatic', 'alain resnais']]
Predicted Ans:    alain resnais
Predicted Path:   Last Year at Marienbad --[has_tags]--> alain resnais --[(INV) has_tags]--> Smoking/No Smoking --[has_tags]--> alain resnais
Path (Raw):       Last Year at Marienbad --[has_tags]--> alain resnais --[(INV) has_tags]--> Smoking/No Smoking --[has_tags]--> alain resnais
Neg LogProb(↓):   0.006164
Path Entropy(↓):  0.041930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the cry freedom director
Start Entity:     Cry Freedom
Gold Answer:      [['John Briley', 'William Goldman', 'Charles Chilton', 'William Nicholson', 'Winston Churchill', 'Joan Littlewood', 'James Nagel', 'Nicholas Dante', 'Henry S. Villard', 'Norman Stone', 'David Robinson', 'Diana Hawkins', 'William Boyd', 'Cornelius Ryan', 'Arnold Schulman', 'Carl Foreman', 'Bryan Forbes']]
Predicted Ans:    Henry S. Villard
Predicted Path:   Cry Freedom --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> In Love and War --[written_by]--> Henry S. Villard
Path (Raw):       Cry Freedom --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> In Love and War --[written_by]--> Henry S. Villard
Neg LogProb(↓):   0.610343
Path Entropy(↓):  1.178293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with peter schink
Start Entity:     Peter Schink
Gold Answer:      [['Scott Stewart']]
Predicted Ans:    Peter Schink
Predicted Path:   Peter Schink --[(INV) written_by]--> Legion --[written_by]--> Peter Schink
Path (Raw):       Peter Schink --[No Operation]--> Peter Schink --[(INV) written_by]--> Legion --[written_by]--> Peter Schink
Neg LogProb(↓):   0.073658
Path Entropy(↓):  0.256249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of the saint were directed by who
Start Entity:     The Saint
Gold Answer:      [['Mark Goldblatt', 'Joseph Ruben', 'John Paddy Carstairs', 'Wes Craven', 'Jonathan Hensleigh', 'Mike Nichols', 'Phil Joanou', 'Andrzej Bartkowiak', 'Samuel Bayer', 'Charles David', 'Rob Meltzer', 'Erik Van Looy', 'Daniel Sackheim']]
Predicted Ans:    John Paddy Carstairs
Predicted Path:   The Saint --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint in London --[directed_by]--> John Paddy Carstairs
Path (Raw):       The Saint --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint in London --[directed_by]--> John Paddy Carstairs
Neg LogProb(↓):   0.040105
Path Entropy(↓):  0.195692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of another gay movie
Start Entity:     Another Gay Movie
Gold Answer:      [['Todd Stephens']]
Predicted Ans:    Todd Stephens
Predicted Path:   Another Gay Movie --[directed_by]--> Todd Stephens --[(INV) directed_by]--> Another Gay Movie --[written_by]--> Todd Stephens
Path (Raw):       Another Gay Movie --[directed_by]--> Todd Stephens --[(INV) directed_by]--> Another Gay Movie --[written_by]--> Todd Stephens
Neg LogProb(↓):   0.616859
Path Entropy(↓):  0.707158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did harry earles star in
Start Entity:     Harry Earles
Gold Answer:      [['The Unholy Three']]
Predicted Ans:    The Unholy Three
Predicted Path:   Harry Earles --[(INV) starred_actors]--> The Unholy Three --[starred_actors]--> Harry Earles --[(INV) starred_actors]--> The Unholy Three
Path (Raw):       Harry Earles --[(INV) starred_actors]--> The Unholy Three --[starred_actors]--> Harry Earles --[(INV) starred_actors]--> The Unholy Three
Neg LogProb(↓):   0.009586
Path Entropy(↓):  0.060491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film dogville were in which genres
Start Entity:     Dogville
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dogville --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[has_genre]--> Comedy
Path (Raw):       Dogville --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[has_genre]--> Comedy
Neg LogProb(↓):   0.001379
Path Entropy(↓):  0.012116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the muppet christmas carol released
Start Entity:     The Muppet Christmas Carol
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   The Muppet Christmas Carol --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       The Muppet Christmas Carol --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.210119
Path Entropy(↓):  4.745242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of diamonds are forever
Start Entity:     Diamonds Are Forever
Gold Answer:      [['War', 'Crime', 'Mystery', 'Action']]
Predicted Ans:    Action
Predicted Path:   Diamonds Are Forever --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[has_genre]--> Action
Path (Raw):       Diamonds Are Forever --[directed_by]--> Guy Hamilton --[(INV) directed_by]--> The Man with the Golden Gun --[has_genre]--> Action
Neg LogProb(↓):   0.004721
Path Entropy(↓):  0.030967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by julianna guill in
Start Entity:     Julianna Guill
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Julianna Guill --[(INV) starred_actors]--> The Apparition --[has_genre]--> Horror
Path (Raw):       Julianna Guill --[No Operation]--> Julianna Guill --[(INV) starred_actors]--> The Apparition --[has_genre]--> Horror
Neg LogProb(↓):   0.338515
Path Entropy(↓):  0.599631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the blind side
Start Entity:     The Blind Side
Gold Answer:      [['Tim McGraw', 'Sandra Bullock', 'Quinton Aaron']]
Predicted Ans:    Tim McGraw
Predicted Path:   The Blind Side --[starred_actors]--> Tim McGraw --[(INV) starred_actors]--> Country Strong --[starred_actors]--> Tim McGraw
Path (Raw):       The Blind Side --[starred_actors]--> Tim McGraw --[(INV) starred_actors]--> Country Strong --[starred_actors]--> Tim McGraw
Neg LogProb(↓):   0.050821
Path Entropy(↓):  0.243094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the pervert's guide to cinema
Start Entity:     The Pervert's Guide to Cinema
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Pervert's Guide to Cinema --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Path (Raw):       The Pervert's Guide to Cinema --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Neg LogProb(↓):   3.078256
Path Entropy(↓):  4.300460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film a little help
Start Entity:     A Little Help
Gold Answer:      [['Michael J. Weithorn']]
Predicted Ans:    Michael J. Weithorn
Predicted Path:   A Little Help --[written_by]--> Michael J. Weithorn --[(INV) written_by]--> A Little Help --[written_by]--> Michael J. Weithorn
Path (Raw):       A Little Help --[written_by]--> Michael J. Weithorn --[(INV) written_by]--> A Little Help --[written_by]--> Michael J. Weithorn
Neg LogProb(↓):   0.000523
Path Entropy(↓):  0.004481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with number one with a bullet fall under
Start Entity:     Number One with a Bullet
Gold Answer:      [['Western', 'Biography', 'Drama', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Number One with a Bullet --[starred_actors]--> Robert Carradine --[(INV) starred_actors]--> Massacre at Central High --[has_genre]--> Thriller
Path (Raw):       Number One with a Bullet --[starred_actors]--> Robert Carradine --[(INV) starred_actors]--> Massacre at Central High --[has_genre]--> Thriller
Neg LogProb(↓):   0.037951
Path Entropy(↓):  0.165701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe hyde park on hudson
Start Entity:     Hyde Park on Hudson
Gold Answer:      [['bill murray', 'laura linney']]
Predicted Ans:    laura linney
Predicted Path:   Hyde Park on Hudson --[has_tags]--> laura linney --[(INV) has_tags]--> You Can Count on Me --[has_tags]--> laura linney
Path (Raw):       Hyde Park on Hudson --[has_tags]--> laura linney --[(INV) has_tags]--> You Can Count on Me --[has_tags]--> laura linney
Neg LogProb(↓):   0.686215
Path Entropy(↓):  0.727951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by asterix and the big fight writers
Start Entity:     Asterix and the Big Fight
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Asterix and the Big Fight --[written_by]--> Albert Uderzo --[(INV) written_by]--> The Twelve Tasks of Asterix --[in_language]--> French
Path (Raw):       Asterix and the Big Fight --[written_by]--> Albert Uderzo --[(INV) written_by]--> The Twelve Tasks of Asterix --[in_language]--> French
Neg LogProb(↓):   0.790430
Path Entropy(↓):  1.084092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the last voyage
Start Entity:     The Last Voyage
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   The Last Voyage --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Last Voyage --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   1.833300
Path Entropy(↓):  3.601503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by steven c. miller were released in which years
Start Entity:     Steven C. Miller
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Steven C. Miller --[(INV) directed_by]--> Silent Night --[release_year]--> 2012
Path (Raw):       Steven C. Miller --[No Operation]--> Steven C. Miller --[(INV) directed_by]--> Silent Night --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the winter war
Start Entity:     The Winter War
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Winter War --[written_by]--> Antti Tuuri --[(INV) written_by]--> The Winter War --[in_language]--> Finnish
Path (Raw):       The Winter War --[written_by]--> Antti Tuuri --[(INV) written_by]--> The Winter War --[in_language]--> Finnish
Neg LogProb(↓):   0.321523
Path Entropy(↓):  0.588821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with message in a bottle were released in which years
Start Entity:     Message in a Bottle
Gold Answer:      [['2008', '2010', '2004', '2014', '2002', '2012', '2013']]
Predicted Ans:    2004
Predicted Path:   Message in a Bottle --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Notebook --[release_year]--> 2004
Path (Raw):       Message in a Bottle --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Notebook --[release_year]--> 2004
Neg LogProb(↓):   0.732551
Path Entropy(↓):  0.948467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by norma shearer in
Start Entity:     Norma Shearer
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Norma Shearer --[(INV) starred_actors]--> The Women --[in_language]--> English
Path (Raw):       Norma Shearer --[No Operation]--> Norma Shearer --[(INV) starred_actors]--> The Women --[in_language]--> English
Neg LogProb(↓):   1.293162
Path Entropy(↓):  1.381922
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of may fools
Start Entity:     May Fools
Gold Answer:      [['Elevator to the Gallows', 'Pretty Baby', 'Black Moon', 'Viva Maria!', 'Lacombe, Lucien', 'Murmur of the Heart', 'Spirits of the Dead', 'The Thief of Paris']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   May Fools --[written_by]--> Louis Malle --[(INV) written_by]--> Spirits of the Dead
Path (Raw):       May Fools --[written_by]--> Louis Malle --[(INV) written_by]--> Spirits of the Dead --[No Operation]--> Spirits of the Dead
Neg LogProb(↓):   0.020154
Path Entropy(↓):  0.126175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by ancient book
Start Entity:     ancient book
Gold Answer:      [['Equinox']]
Predicted Ans:    Equinox
Predicted Path:   ancient book --[(INV) has_tags]--> Equinox --[has_tags]--> ancient book --[(INV) has_tags]--> Equinox
Path (Raw):       ancient book --[(INV) has_tags]--> Equinox --[has_tags]--> ancient book --[(INV) has_tags]--> Equinox
Neg LogProb(↓):   0.010528
Path Entropy(↓):  0.059082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by rene laloux were in which languages
Start Entity:     René Laloux
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   René Laloux --[(INV) directed_by]--> Gandahar --[in_language]--> French
Path (Raw):       René Laloux --[No Operation]--> René Laloux --[(INV) directed_by]--> Gandahar --[in_language]--> French
Neg LogProb(↓):   0.000217
Path Entropy(↓):  0.002058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the vinci director release
Start Entity:     Vinci
Gold Answer:      [['1997', '1981']]
Predicted Ans:    1981
Predicted Path:   Vinci --[directed_by]--> Juliusz Machulski --[(INV) directed_by]--> Vabank --[release_year]--> 1981
Path (Raw):       Vinci --[directed_by]--> Juliusz Machulski --[(INV) directed_by]--> Vabank --[release_year]--> 1981
Neg LogProb(↓):   0.062943
Path Entropy(↓):  0.261223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with martin lasalle
Start Entity:     Martin LaSalle
Gold Answer:      [['Marika Green']]
Predicted Ans:    Marika Green
Predicted Path:   Martin LaSalle --[(INV) starred_actors]--> Pickpocket --[starred_actors]--> Marika Green
Path (Raw):       Martin LaSalle --[No Operation]--> Martin LaSalle --[(INV) starred_actors]--> Pickpocket --[starred_actors]--> Marika Green
Neg LogProb(↓):   0.500168
Path Entropy(↓):  0.670696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by hirokazu koreeda
Start Entity:     Hirokazu Koreeda
Gold Answer:      [['Teru Miyamoto']]
Predicted Ans:    Hirokazu Koreeda
Predicted Path:   Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[written_by]--> Hirokazu Koreeda
Path (Raw):       Hirokazu Koreeda --[No Operation]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[written_by]--> Hirokazu Koreeda
Neg LogProb(↓):   0.008519
Path Entropy(↓):  0.063160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie killing lincoln starred who
Start Entity:     Killing Lincoln
Gold Answer:      [['Jesse Johnson', 'Tom Hanks', 'Billy Campbell']]
Predicted Ans:    Tom Hanks
Predicted Path:   Killing Lincoln --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Volunteers --[starred_actors]--> Tom Hanks
Path (Raw):       Killing Lincoln --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Volunteers --[starred_actors]--> Tom Hanks
Neg LogProb(↓):   0.084301
Path Entropy(↓):  0.433673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film at close range was directed by who
Start Entity:     At Close Range
Gold Answer:      [['James Foley']]
Predicted Ans:    James Foley
Predicted Path:   At Close Range --[directed_by]--> James Foley --[(INV) directed_by]--> The Chamber --[directed_by]--> James Foley
Path (Raw):       At Close Range --[directed_by]--> James Foley --[(INV) directed_by]--> The Chamber --[directed_by]--> James Foley
Neg LogProb(↓):   0.098678
Path Entropy(↓):  0.311875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film relentless
Start Entity:     Relentless
Gold Answer:      [['1983', '1995', '1998', '1988', '1997', '2008', '2003', '1992', '2005', '2012', '1991', '1985', '1987', '1986', '1958']]
Predicted Ans:    2008
Predicted Path:   Relentless --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[release_year]--> 2008
Path (Raw):       Relentless --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[release_year]--> 2008
Neg LogProb(↓):   1.211160
Path Entropy(↓):  2.015935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie how to be
Start Entity:     How to Be
Gold Answer:      [['Robert Pattinson']]
Predicted Ans:    Robert Pattinson
Predicted Path:   How to Be --[starred_actors]--> Robert Pattinson --[(INV) starred_actors]--> How to Be --[starred_actors]--> Robert Pattinson
Path (Raw):       How to Be --[starred_actors]--> Robert Pattinson --[(INV) starred_actors]--> How to Be --[starred_actors]--> Robert Pattinson
Neg LogProb(↓):   0.000434
Path Entropy(↓):  0.004107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by lester pine released
Start Entity:     Lester Pine
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Lester Pine --[(INV) written_by]--> Claudine --[release_year]--> 1974
Path (Raw):       Lester Pine --[No Operation]--> Lester Pine --[(INV) written_by]--> Claudine --[release_year]--> 1974
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by andy garcia
Start Entity:     Andy Garcia
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Andy Garcia --[(INV) starred_actors]--> The Man from Elysian Fields --[has_genre]--> Drama
Path (Raw):       Andy Garcia --[No Operation]--> Andy Garcia --[(INV) starred_actors]--> The Man from Elysian Fields --[has_genre]--> Drama
Neg LogProb(↓):   0.003218
Path Entropy(↓):  0.024512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in andre devigny written movies
Start Entity:     André Devigny
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   André Devigny --[(INV) written_by]--> A Man Escaped --[in_language]--> French
Path (Raw):       André Devigny --[No Operation]--> André Devigny --[(INV) written_by]--> A Man Escaped --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by good burger actors
Start Entity:     Good Burger
Gold Answer:      [['Bill Cosby']]
Predicted Ans:    Bill Cosby
Predicted Path:   Good Burger --[starred_actors]--> Kenan Thompson --[(INV) starred_actors]--> Fat Albert --[written_by]--> Bill Cosby
Path (Raw):       Good Burger --[starred_actors]--> Kenan Thompson --[(INV) starred_actors]--> Fat Albert --[written_by]--> Bill Cosby
Neg LogProb(↓):   0.010446
Path Entropy(↓):  0.065164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by timothy vahle
Start Entity:     Timothy Vahle
Gold Answer:      [['Kelli Herd']]
Predicted Ans:    Kelli Herd
Predicted Path:   Timothy Vahle --[(INV) starred_actors]--> It's in the Water --[written_by]--> Kelli Herd
Path (Raw):       Timothy Vahle --[No Operation]--> Timothy Vahle --[(INV) starred_actors]--> It's in the Water --[written_by]--> Kelli Herd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of black beauty was who
Start Entity:     Black Beauty
Gold Answer:      [['Caroline Thompson']]
Predicted Ans:    James Hill
Predicted Path:   Black Beauty --[directed_by]--> James Hill --[(INV) directed_by]--> Born Free --[directed_by]--> James Hill
Path (Raw):       Black Beauty --[directed_by]--> James Hill --[(INV) directed_by]--> Born Free --[directed_by]--> James Hill
Neg LogProb(↓):   0.000180
Path Entropy(↓):  0.001748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the film heat
Start Entity:     Heat
Gold Answer:      [['Paul Morrissey']]
Predicted Ans:    Michael Mann
Predicted Path:   Heat --[directed_by]--> Michael Mann --[(INV) directed_by]--> Ali --[directed_by]--> Michael Mann
Path (Raw):       Heat --[directed_by]--> Michael Mann --[(INV) directed_by]--> Ali --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.261854
Path Entropy(↓):  0.646832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same director of the counterfeiters
Start Entity:     The Counterfeiters
Gold Answer:      [['Anatomy', 'Deadfall', "All the Queen's Men", 'The Inheritors']]
Predicted Ans:    Anatomy
Predicted Path:   The Counterfeiters --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy
Path (Raw):       The Counterfeiters --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[No Operation]--> Anatomy
Neg LogProb(↓):   0.439715
Path Entropy(↓):  0.679664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of bill goldberg starred movies
Start Entity:     Bill Goldberg
Gold Answer:      [['David Steiman']]
Predicted Ans:    David Steiman
Predicted Path:   Bill Goldberg --[(INV) starred_actors]--> Santa's Slay --[directed_by]--> David Steiman
Path (Raw):       Bill Goldberg --[No Operation]--> Bill Goldberg --[(INV) starred_actors]--> Santa's Slay --[directed_by]--> David Steiman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film a sound of thunder were released in which years
Start Entity:     A Sound of Thunder
Gold Answer:      [['1983', '1995', '1988', '1980', '1997', '2009', '1956', '2001', '1990', '1992', '2006', '1999', '1994', '1981', '1986', '1974', '1984']]
Predicted Ans:    1983
Predicted Path:   A Sound of Thunder --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[release_year]--> 1983
Path (Raw):       A Sound of Thunder --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[release_year]--> 1983
Neg LogProb(↓):   0.017523
Path Entropy(↓):  0.122417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the magician
Start Entity:     The Magician
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Magician --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Face to Face --[written_by]--> Ingmar Bergman
Path (Raw):       The Magician --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Face to Face --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.912188
Path Entropy(↓):  1.312011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the war of the worlds
Start Entity:     The War of the Worlds
Gold Answer:      [['bd-r', 'classic', 'technicolor', 'byron haskin']]
Predicted Ans:    byron haskin
Predicted Path:   The War of the Worlds --[has_tags]--> byron haskin --[(INV) has_tags]--> Robinson Crusoe on Mars --[has_tags]--> byron haskin
Path (Raw):       The War of the Worlds --[has_tags]--> byron haskin --[(INV) has_tags]--> Robinson Crusoe on Mars --[has_tags]--> byron haskin
Neg LogProb(↓):   0.146639
Path Entropy(↓):  0.404135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie fail safe
Start Entity:     Fail Safe
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Fail Safe --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Fail Safe --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.109337
Path Entropy(↓):  4.590344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in tenacious d in the pick of destiny
Start Entity:     Tenacious D in The Pick of Destiny
Gold Answer:      [['Howard Franklin', 'Mark Obmascik', 'Jared Hess', 'Jerusha Hess', 'Merian C. Cooper', 'Ruth Rose', 'Richard Linklater', 'Albert Dupontel', 'Edgar Wallace', 'James Ashmore Creelman', 'Justin Theroux', 'Etan Cohen', 'Michel Gondry', 'Nancy Meyers', 'Zeki Demirkubuz', 'Mike White', 'Skip Hollandsworth', 'Harold Ramis', 'Ben Stiller', 'Lorenzo Semple Jr.', 'Peter Jackson', 'Jonathan Swift']]
Predicted Ans:    Skip Hollandsworth
Predicted Path:   Tenacious D in The Pick of Destiny --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[written_by]--> Skip Hollandsworth
Path (Raw):       Tenacious D in The Pick of Destiny --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[written_by]--> Skip Hollandsworth
Neg LogProb(↓):   0.985601
Path Entropy(↓):  1.996988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by marvin h. albert starred which actors
Start Entity:     Marvin H. Albert
Gold Answer:      [['Sidney Poitier', 'Jean Simmons', 'Dean Martin', 'Richard Conte', 'Martin Gabel', 'Bibi Andersson', 'Frank Sinatra', 'John McIntire', 'James Garner', 'Dennis Weaver', 'Raquel Welch', 'George Peppard']]
Predicted Ans:    Frank Sinatra
Predicted Path:   Marvin H. Albert --[(INV) written_by]--> Tony Rome --[starred_actors]--> Frank Sinatra
Path (Raw):       Marvin H. Albert --[No Operation]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome --[starred_actors]--> Frank Sinatra
Neg LogProb(↓):   0.001418
Path Entropy(↓):  0.010963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by joe gayton fall under
Start Entity:     Joe Gayton
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Joe Gayton --[(INV) written_by]--> Uncommon Valor --[has_genre]--> Action
Path (Raw):       Joe Gayton --[No Operation]--> Joe Gayton --[(INV) written_by]--> Uncommon Valor --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of born yesterday
Start Entity:     Born Yesterday
Gold Answer:      [['Swedish', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Born Yesterday --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women --[in_language]--> English
Path (Raw):       Born Yesterday --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women --[in_language]--> English
Neg LogProb(↓):   0.789731
Path Entropy(↓):  1.004664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by patrick bedford in
Start Entity:     Patrick Bedford
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Patrick Bedford --[(INV) starred_actors]--> Up the Down Staircase --[has_genre]--> Drama
Path (Raw):       Patrick Bedford --[No Operation]--> Patrick Bedford --[(INV) starred_actors]--> Up the Down Staircase --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for unstoppable
Start Entity:     Unstoppable
Gold Answer:      [['Action']]
Predicted Ans:    Thriller
Predicted Path:   Unstoppable --[has_genre]--> Thriller --[(INV) has_genre]--> Last Passenger --[has_genre]--> Thriller
Path (Raw):       Unstoppable --[has_genre]--> Thriller --[(INV) has_genre]--> Last Passenger --[has_genre]--> Thriller
Neg LogProb(↓):   2.477200
Path Entropy(↓):  3.930565
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did ben drew star in
Start Entity:     Ben Drew
Gold Answer:      [['The Sweeney']]
Predicted Ans:    The Sweeney
Predicted Path:   Ben Drew --[(INV) starred_actors]--> The Sweeney --[starred_actors]--> Ben Drew --[(INV) starred_actors]--> The Sweeney
Path (Raw):       Ben Drew --[(INV) starred_actors]--> The Sweeney --[starred_actors]--> Ben Drew --[(INV) starred_actors]--> The Sweeney
Neg LogProb(↓):   0.669820
Path Entropy(↓):  0.888939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film a very potter sequel
Start Entity:     A Very Potter Sequel
Gold Answer:      [['Nick Lang', 'Brian Holden', 'Matt Lang']]
Predicted Ans:    Nick Lang
Predicted Path:   A Very Potter Sequel --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[written_by]--> Nick Lang
Path (Raw):       A Very Potter Sequel --[written_by]--> Nick Lang --[(INV) written_by]--> A Very Potter Sequel --[written_by]--> Nick Lang
Neg LogProb(↓):   0.246527
Path Entropy(↓):  0.861097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in fire with fire
Start Entity:     Fire with Fire
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2015', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1997
Predicted Path:   Fire with Fire --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       Fire with Fire --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   1.035352
Path Entropy(↓):  2.115614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by sir walter scott were released in which years
Start Entity:     Sir Walter Scott
Gold Answer:      [['1982', '1952']]
Predicted Ans:    1982
Predicted Path:   Sir Walter Scott --[(INV) written_by]--> Ivanhoe --[release_year]--> 1982
Path (Raw):       Sir Walter Scott --[No Operation]--> Sir Walter Scott --[(INV) written_by]--> Ivanhoe --[release_year]--> 1982
Neg LogProb(↓):   0.573364
Path Entropy(↓):  0.685048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by gavin lyall
Start Entity:     Gavin Lyall
Gold Answer:      [['Roy Ward Baker']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Gavin Lyall --[(INV) written_by]--> Moon Zero Two --[directed_by]--> Roy Ward Baker
Path (Raw):       Gavin Lyall --[No Operation]--> Gavin Lyall --[(INV) written_by]--> Moon Zero Two --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did ricardo chavira act in
Start Entity:     Ricardo Chavira
Gold Answer:      [['Saving God']]
Predicted Ans:    Saving God
Predicted Path:   Ricardo Chavira --[(INV) starred_actors]--> Saving God --[starred_actors]--> Ricardo Chavira --[(INV) starred_actors]--> Saving God
Path (Raw):       Ricardo Chavira --[(INV) starred_actors]--> Saving God --[starred_actors]--> Ricardo Chavira --[(INV) starred_actors]--> Saving God
Neg LogProb(↓):   0.122865
Path Entropy(↓):  0.359215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the last american hero were released in which years
Start Entity:     The Last American Hero
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1979', '1974', '1984', '2007', '1998', '2009', '1933', '2010', '1982', '2014', '1994', '1995', '1976', '1972', '1971', '2001', '1989', '1996', '2002', '1981', '2011', '1986', '2013', '1988', '2000', '1975', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    2013
Predicted Path:   The Last American Hero --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> R.I.P.D. --[release_year]--> 2013
Path (Raw):       The Last American Hero --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> R.I.P.D. --[release_year]--> 2013
Neg LogProb(↓):   1.743425
Path Entropy(↓):  2.227146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie what price hollywood? released
Start Entity:     What Price Hollywood?
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   What Price Hollywood? --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Path (Raw):       What Price Hollywood? --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Neg LogProb(↓):   1.933716
Path Entropy(↓):  3.183739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of kevin dunn starred movies
Start Entity:     Kevin Dunn
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Kevin Dunn --[(INV) starred_actors]--> Dave --[release_year]--> 1993
Path (Raw):       Kevin Dunn --[No Operation]--> Kevin Dunn --[(INV) starred_actors]--> Dave --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by david harbour released
Start Entity:     David Harbour
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   David Harbour --[(INV) starred_actors]--> The Equalizer --[release_year]--> 2014
Path (Raw):       David Harbour --[No Operation]--> David Harbour --[(INV) starred_actors]--> The Equalizer --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by andrei tarkovsky released
Start Entity:     Andrei Tarkovsky
Gold Answer:      [['1946', '1975', '1964', '1997', '1972', '1966', '1961', '2002', '1986', '1956']]
Predicted Ans:    1964
Predicted Path:   Andrei Tarkovsky --[(INV) written_by]--> The Killers --[release_year]--> 1964
Path (Raw):       Andrei Tarkovsky --[No Operation]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[release_year]--> 1964
Neg LogProb(↓):   0.471639
Path Entropy(↓):  1.229917
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by night of dark shadows actors
Start Entity:     Night of Dark Shadows
Gold Answer:      [['Paul Zindel', 'Clive Cussler', 'Eric Hughes', 'Adam Kennedy', 'L.H. Whittemore']]
Predicted Ans:    Dan Curtis
Predicted Path:   Night of Dark Shadows --[starred_actors]--> Lara Parker --[(INV) starred_actors]--> Night of Dark Shadows --[written_by]--> Dan Curtis
Path (Raw):       Night of Dark Shadows --[starred_actors]--> Lara Parker --[(INV) starred_actors]--> Night of Dark Shadows --[written_by]--> Dan Curtis
Neg LogProb(↓):   0.734609
Path Entropy(↓):  1.118468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie it happened one night
Start Entity:     It Happened One Night
Gold Answer:      [['1954', '2003', '1959', '1993', '1936', '1935', '1941', '1998', '1963', '1939', '1933', '1951', '2004', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1972', '1942', '1940', '1938', '1961', '1955', '1962', '1988', '1934', '2000', '1949', '1950', '1960', '1937', '1958']]
Predicted Ans:    1934
Predicted Path:   It Happened One Night --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[release_year]--> 1934
Path (Raw):       It Happened One Night --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[release_year]--> 1934
Neg LogProb(↓):   1.748031
Path Entropy(↓):  3.300157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie a perfect murder
Start Entity:     A Perfect Murder
Gold Answer:      [['Andrew Davis']]
Predicted Ans:    Andrew Davis
Predicted Path:   A Perfect Murder --[directed_by]--> Andrew Davis --[(INV) directed_by]--> Collateral Damage --[directed_by]--> Andrew Davis
Path (Raw):       A Perfect Murder --[directed_by]--> Andrew Davis --[(INV) directed_by]--> Collateral Damage --[directed_by]--> Andrew Davis
Neg LogProb(↓):   0.072463
Path Entropy(↓):  0.306669
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote felony
Start Entity:     Felony
Gold Answer:      [['Tawanda Manyimo', 'Guy Pearce', 'Claire van der Boom', 'David Roberts']]
Predicted Ans:    Guy Pearce
Predicted Path:   Felony --[written_by]--> Joel Edgerton --[(INV) written_by]--> The Rover --[starred_actors]--> Guy Pearce
Path (Raw):       Felony --[written_by]--> Joel Edgerton --[(INV) written_by]--> The Rover --[starred_actors]--> Guy Pearce
Neg LogProb(↓):   0.000111
Path Entropy(↓):  0.001166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by trapped actors
Start Entity:     Trapped
Gold Answer:      [['Nicole Kassell', 'James Wan', 'Christopher Guest', 'Paul Michael Glaser', 'Eric Lartigau', 'Clint Eastwood', 'Paul Haggis', 'Rob Reiner', 'Patty Jenkins', 'Thomas Michael Donnelly', 'Ron Underwood', 'Jieho Lee', 'James Gray', 'Ron Howard', 'Billy Bob Thornton', 'Martin Campbell', 'Alex Cox', 'Robert Redford', 'Seth MacFarlane', 'Peter Collinson', 'Steve Rash', 'Ridley Scott', 'David Koepp', 'Peter Berg', 'Rand Ravich', 'Bob Gosse', 'Joel Schumacher', 'Robert Schwentke', 'Marc Rocco', 'Herbert Ross', 'David Bowers', 'Atom Egoyan', 'Jason Reitman', 'John McNaughton', 'Rupert Sanders', 'Stephen Hopkins', 'James Gunn', 'Craig Brewer', 'Noah Stern', 'F. Gary Gray', 'Ernest B. Schoedsack', 'Karyn Kusama', 'John Hughes', 'Paul Verhoeven', 'Guillermo Arriaga', 'Marcos Siega']]
Predicted Ans:    Robert Schwentke
Predicted Path:   Trapped --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[directed_by]--> Robert Schwentke
Path (Raw):       Trapped --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[directed_by]--> Robert Schwentke
Neg LogProb(↓):   1.216424
Path Entropy(↓):  1.771116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by little buddha writers release
Start Entity:     Little Buddha
Gold Answer:      [['1968', '1998', '1970', '1964', '1976', '1972', '2001', '1990', '1996', '1987', '2012']]
Predicted Ans:    1968
Predicted Path:   Little Buddha --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       Little Buddha --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.658030
Path Entropy(↓):  1.574497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of james thomas starred movies
Start Entity:     James Thomas
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   James Thomas --[(INV) starred_actors]--> Ice Men --[release_year]--> 2004
Path (Raw):       James Thomas --[No Operation]--> James Thomas --[(INV) starred_actors]--> Ice Men --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie california solo released
Start Entity:     California Solo
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   California Solo --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       California Solo --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.141848
Path Entropy(↓):  4.455693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by campino release
Start Entity:     Campino
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Campino --[(INV) starred_actors]--> Palermo Shooting --[release_year]--> 2008
Path (Raw):       Campino --[No Operation]--> Campino --[(INV) starred_actors]--> Palermo Shooting --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by pamela pettler fall under
Start Entity:     Pamela Pettler
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Pamela Pettler --[(INV) written_by]--> 9 --[has_genre]--> Animation
Path (Raw):       Pamela Pettler --[No Operation]--> Pamela Pettler --[(INV) written_by]--> 9 --[has_genre]--> Animation
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie maid of salem released
Start Entity:     Maid of Salem
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Maid of Salem --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       Maid of Salem --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   1.555699
Path Entropy(↓):  3.012629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the adventures of ford fairlane
Start Entity:     The Adventures of Ford Fairlane
Gold Answer:      [['1995', '2009', '2001', '1990', '1993', '2004', '1996', '2006', '1999', '2014', '1986', '2011', '2013', '2007']]
Predicted Ans:    1990
Predicted Path:   The Adventures of Ford Fairlane --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Die Hard 2 --[release_year]--> 1990
Path (Raw):       The Adventures of Ford Fairlane --[directed_by]--> Renny Harlin --[(INV) directed_by]--> Die Hard 2 --[release_year]--> 1990
Neg LogProb(↓):   0.853691
Path Entropy(↓):  1.935270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in desperate measures
Start Entity:     Desperate Measures
Gold Answer:      [['Marcia Gay Harden', 'Michael Keaton', 'Brian Cox']]
Predicted Ans:    Marcia Gay Harden
Predicted Path:   Desperate Measures --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Path (Raw):       Desperate Measures --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Neg LogProb(↓):   0.499843
Path Entropy(↓):  0.930071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by guy usher released
Start Entity:     Guy Usher
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Guy Usher --[(INV) starred_actors]--> The Devil Bat --[release_year]--> 1940
Path (Raw):       Guy Usher --[No Operation]--> Guy Usher --[(INV) starred_actors]--> The Devil Bat --[release_year]--> 1940
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed objective, burma!
Start Entity:     Objective, Burma!
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Objective, Burma! --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Path (Raw):       Objective, Burma! --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Neg LogProb(↓):   0.871938
Path Entropy(↓):  1.762514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by alice taglioni
Start Entity:     Alice Taglioni
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alice Taglioni --[(INV) starred_actors]--> The Valet --[has_genre]--> Comedy
Path (Raw):       Alice Taglioni --[No Operation]--> Alice Taglioni --[(INV) starred_actors]--> The Valet --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by jim mcbride
Start Entity:     Jim McBride
Gold Answer:      [['John Goodman', 'Ellen Barkin', 'Vera Miles', 'Henry Fonda', 'Kate Beckinsale', 'Dennis Quaid', 'Richard Gere', 'Valérie Kaprisky', 'Ned Beatty']]
Predicted Ans:    Henry Fonda
Predicted Path:   Jim McBride --[(INV) directed_by]--> The Wrong Man --[starred_actors]--> Henry Fonda
Path (Raw):       Jim McBride --[No Operation]--> Jim McBride --[(INV) directed_by]--> The Wrong Man --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.589772
Path Entropy(↓):  0.770366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was city of men released
Start Entity:     City of Men
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   City of Men --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       City of Men --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.878066
Path Entropy(↓):  4.486639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by daniel london
Start Entity:     Daniel London
Gold Answer:      [['Kyle Jarrow', 'Laura Kirk', 'Nat DeWolf']]
Predicted Ans:    Laura Kirk
Predicted Path:   Daniel London --[(INV) starred_actors]--> Lisa Picard Is Famous --[written_by]--> Laura Kirk
Path (Raw):       Daniel London --[No Operation]--> Daniel London --[(INV) starred_actors]--> Lisa Picard Is Famous --[written_by]--> Laura Kirk
Neg LogProb(↓):   0.488363
Path Entropy(↓):  0.749633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the crimson rivers
Start Entity:     The Crimson Rivers
Gold Answer:      [['2008', '1995', '2011']]
Predicted Ans:    2000
Predicted Path:   The Crimson Rivers --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> The Crimson Rivers --[release_year]--> 2000
Path (Raw):       The Crimson Rivers --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> The Crimson Rivers --[release_year]--> 2000
Neg LogProb(↓):   0.997596
Path Entropy(↓):  1.102404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie the daytrippers
Start Entity:     The Daytrippers
Gold Answer:      [['Stanley Tucci', 'Joseph Tropiano', 'Darren Lemke', 'Dan Studney', 'Howard A. Rodman', 'Barré Lyndon', 'Marie Belloc Lowndes', 'William Shakespeare', 'Loring Mandel', 'Michael Hoffman', 'Lauren Weisberger', 'Paul Aaron', 'Keith Reddin', 'Lawrence Kasdan', 'Evan Dunsky', 'Ehren Kruger', 'David Ondaatje', 'Mary C. McCall Jr.', 'Charles Kenyon', 'Henry Pincus', 'Michael Henry Brown', 'Donald Everett Axinn', 'John August', 'Christopher McQuarrie', 'Alice Sebold', 'Kirby Dick', 'Vern Oakley', 'Adam Marcus', 'Steve Conrad', 'Joseph Mitchell', 'Peter Jackson', 'Gary Ross', 'Billy Ray', 'Suzanne Collins']]
Predicted Ans:    Loring Mandel
Predicted Path:   The Daytrippers --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> Conspiracy --[written_by]--> Loring Mandel
Path (Raw):       The Daytrippers --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> Conspiracy --[written_by]--> Loring Mandel
Neg LogProb(↓):   1.342311
Path Entropy(↓):  1.440351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by jupiter ascending actors release
Start Entity:     Jupiter Ascending
Gold Answer:      [['2009', '2008', '2010', '2014', '2012', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Jupiter Ascending --[starred_actors]--> Mila Kunis --[(INV) starred_actors]--> Blood Ties --[release_year]--> 2013
Path (Raw):       Jupiter Ascending --[starred_actors]--> Mila Kunis --[(INV) starred_actors]--> Blood Ties --[release_year]--> 2013
Neg LogProb(↓):   0.370791
Path Entropy(↓):  1.212647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of charlie sheen starred movies
Start Entity:     Charlie Sheen
Gold Answer:      [['George Armitage', 'Stephen Herek', 'Emilio Estevez', 'Clint Eastwood', 'David S. Ward', 'John Milius', 'Roman Coppola', 'David Seltzer', 'Oliver Stone', 'Martin Sheen', 'Deran Sarafian', 'Paul Sabella', 'Larry Leker', 'Christopher Cain', 'Dan Bradley', 'Jim Abrahams', 'Peter Werner', 'Brett Ratner', 'George P. Cosmatos', 'Richard Lester', 'John Lee Hancock', 'Arthur Penn', 'Craig R. Baxley', 'David Twohy']]
Predicted Ans:    Deran Sarafian
Predicted Path:   Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       Charlie Sheen --[No Operation]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   0.132310
Path Entropy(↓):  0.613746
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by andrew duggan were directed by who
Start Entity:     Andrew Duggan
Gold Answer:      [['Crane Wilbur', 'Walter Doniger']]
Predicted Ans:    Walter Doniger
Predicted Path:   Andrew Duggan --[(INV) starred_actors]--> House of Women --[directed_by]--> Walter Doniger
Path (Raw):       Andrew Duggan --[No Operation]--> Andrew Duggan --[(INV) starred_actors]--> House of Women --[directed_by]--> Walter Doniger
Neg LogProb(↓):   0.478682
Path Entropy(↓):  0.664260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the manhattan project
Start Entity:     The Manhattan Project
Gold Answer:      [['Lovesick', 'Jersey Boys', 'For the Boys', 'Manhattan Murder Mystery', 'Simon', 'Manhattan', 'Annie Hall', 'Sleeper']]
Predicted Ans:    For the Boys
Predicted Path:   The Manhattan Project --[written_by]--> Marshall Brickman --[(INV) written_by]--> For the Boys
Path (Raw):       The Manhattan Project --[No Operation]--> The Manhattan Project --[written_by]--> Marshall Brickman --[(INV) written_by]--> For the Boys
Neg LogProb(↓):   1.013019
Path Entropy(↓):  1.696430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Duel at diablo is a film written by this person
Start Entity:     Duel at Diablo
Gold Answer:      [['Michael M. Grilikhes', 'Marvin H. Albert']]
Predicted Ans:    Michael M. Grilikhes
Predicted Path:   Duel at Diablo --[written_by]--> Michael M. Grilikhes --[(INV) written_by]--> Duel at Diablo --[written_by]--> Michael M. Grilikhes
Path (Raw):       Duel at Diablo --[written_by]--> Michael M. Grilikhes --[(INV) written_by]--> Duel at Diablo --[written_by]--> Michael M. Grilikhes
Neg LogProb(↓):   0.535084
Path Entropy(↓):  0.838751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with bill bailey
Start Entity:     Bill Bailey
Gold Answer:      [['Felicity Jones']]
Predicted Ans:    Felicity Jones
Predicted Path:   Bill Bailey --[(INV) starred_actors]--> Chalet Girl --[starred_actors]--> Felicity Jones
Path (Raw):       Bill Bailey --[No Operation]--> Bill Bailey --[(INV) starred_actors]--> Chalet Girl --[starred_actors]--> Felicity Jones
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of orchestra rehearsal
Start Entity:     Orchestra Rehearsal
Gold Answer:      [['Mario Pisu', 'Aldo Fabrizi', 'Gianfranco Bellini', 'Jane Fonda', 'Richard Basehart', 'Anthony Quinn', 'Franco Fabrizi', 'Franco Interlenghi', 'Valentina Cortese', 'Marcello Mastroianni', 'Broderick Crawford', 'Alain Delon', 'Terence Stamp', 'John McMartin', 'Shirley MacLaine', 'Ricardo Montalban', 'Brigitte Bardot', 'Federico Fellini', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Sandra Milo', 'Brunella Bovo', 'Peppino De Filippo', 'Carla Del Poggio']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Orchestra Rehearsal --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Orchestra Rehearsal --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.307168
Path Entropy(↓):  0.978043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of pirates
Start Entity:     Pirates
Gold Answer:      [['Christoph Waltz', 'Ruth Gordon', 'Peter Coyote', 'Emmanuelle Seigner', 'Catherine Deneuve', 'Kate Winslet', 'Harrison Ford', 'Sydne Rome', 'Francesca Annis', 'Jon Finch', 'Roman Polanski', 'Marcello Mastroianni', 'John C. Reilly', 'Ewan McGregor', 'John Cassavetes', 'Jane March', 'Melvyn Douglas', 'Ian Hendry', 'Isabelle Adjani', 'Mia Farrow', 'Bart the Bear', 'Nastassja Kinski', 'Hugh Griffith', 'Sidney Blackmer', 'Kristin Scott Thomas', 'Orson Welles', 'Hugh Grant', 'Jodie Foster', 'Yvonne Furneaux', 'John Fraser']]
Predicted Ans:    Roman Polanski
Predicted Path:   Pirates --[written_by]--> Roman Polanski --[(INV) written_by]--> Venus in Fur --[directed_by]--> Roman Polanski
Path (Raw):       Pirates --[written_by]--> Roman Polanski --[(INV) written_by]--> Venus in Fur --[directed_by]--> Roman Polanski
Neg LogProb(↓):   0.871599
Path Entropy(↓):  1.496703
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by hurd hatfield
Start Entity:     Hurd Hatfield
Gold Answer:      [['1946', '1945']]
Predicted Ans:    1946
Predicted Path:   Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[release_year]--> 1946
Path (Raw):       Hurd Hatfield --[No Operation]--> Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[release_year]--> 1946
Neg LogProb(↓):   0.012186
Path Entropy(↓):  0.065496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by krzysztof piesiewicz
Start Entity:     Krzysztof Piesiewicz
Gold Answer:      [['Drama']]
Predicted Ans:    murder
Predicted Path:   Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Killing --[has_tags]--> murder
Path (Raw):       Krzysztof Piesiewicz --[No Operation]--> Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Killing --[has_tags]--> murder
Neg LogProb(↓):   0.603215
Path Entropy(↓):  1.328579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films does paresh rawal appear in
Start Entity:     Paresh Rawal
Gold Answer:      [['Table No. 21', 'Cheeni Kum']]
Predicted Ans:    Table No. 21
Predicted Path:   Paresh Rawal --[(INV) starred_actors]--> Table No. 21 --[starred_actors]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21
Path (Raw):       Paresh Rawal --[(INV) starred_actors]--> Table No. 21 --[starred_actors]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21
Neg LogProb(↓):   0.041532
Path Entropy(↓):  0.171484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of royal wedding
Start Entity:     Royal Wedding
Gold Answer:      [["Singin' in the Rain", 'Saturn 3', 'Bedazzled', "It's Always Fair Weather", 'Arabesque', 'Kiss Them for Me', 'On the Town', 'Movie Movie', 'Indiscreet', 'Charade', 'Funny Face', 'Blame It on Rio', 'Two for the Road', 'Lucky Lady', 'The Little Prince', 'Seven Brides for Seven Brothers', 'The Grass Is Greener']]
Predicted Ans:    The Grass Is Greener
Predicted Path:   Royal Wedding --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener
Path (Raw):       Royal Wedding --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[No Operation]--> The Grass Is Greener
Neg LogProb(↓):   0.760726
Path Entropy(↓):  1.578858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with klimt
Start Entity:     Klimt
Gold Answer:      [['The Dreamers']]
Predicted Ans:    Klimt
Predicted Path:   Klimt --[written_by]--> Raoul Ruiz --[(INV) written_by]--> Klimt
Path (Raw):       Klimt --[written_by]--> Raoul Ruiz --[(INV) written_by]--> Klimt --[No Operation]--> Klimt
Neg LogProb(↓):   0.328196
Path Entropy(↓):  0.785872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of judith o'dea starred movies
Start Entity:     Judith O'Dea
Gold Answer:      [['John A. Russo', 'George A. Romero']]
Predicted Ans:    George A. Romero
Predicted Path:   Judith O'Dea --[(INV) starred_actors]--> Night of the Living Dead --[written_by]--> George A. Romero
Path (Raw):       Judith O'Dea --[No Operation]--> Judith O'Dea --[(INV) starred_actors]--> Night of the Living Dead --[written_by]--> George A. Romero
Neg LogProb(↓):   0.705111
Path Entropy(↓):  0.757679
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed charlie wilson's war
Start Entity:     Charlie Wilson's War
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Charlie Wilson's War --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Charlie Wilson's War --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.017035
Path Entropy(↓):  0.097106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was jaime marques a writer on
Start Entity:     Jaime Marques
Gold Answer:      [['Intruders']]
Predicted Ans:    Intruders
Predicted Path:   Jaime Marques --[(INV) written_by]--> Intruders --[written_by]--> Nicolás Casariego --[(INV) written_by]--> Intruders
Path (Raw):       Jaime Marques --[(INV) written_by]--> Intruders --[written_by]--> Nicolás Casariego --[(INV) written_by]--> Intruders
Neg LogProb(↓):   0.502767
Path Entropy(↓):  0.670994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie billy budd were in which languages
Start Entity:     Billy Budd
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Billy Budd --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Path (Raw):       Billy Budd --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Neg LogProb(↓):   0.043925
Path Entropy(↓):  0.213259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does snake in the eagle's shadow fall under
Start Entity:     Snake in the Eagle's Shadow
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Snake in the Eagle's Shadow --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Snake in the Eagle's Shadow --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.550890
Path Entropy(↓):  3.070982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was polite people written by
Start Entity:     Polite People
Gold Answer:      [['Olaf de Fleur Johannesson']]
Predicted Ans:    Olaf de Fleur Johannesson
Predicted Path:   Polite People --[written_by]--> Olaf de Fleur Johannesson --[(INV) written_by]--> Polite People --[written_by]--> Olaf de Fleur Johannesson
Path (Raw):       Polite People --[written_by]--> Olaf de Fleur Johannesson --[(INV) written_by]--> Polite People --[written_by]--> Olaf de Fleur Johannesson
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of anthony abrams directed movies
Start Entity:     Anthony Abrams
Gold Answer:      [['Adam Larson Broder']]
Predicted Ans:    Adam Larson Broder
Predicted Path:   Anthony Abrams --[(INV) directed_by]--> Pumpkin --[written_by]--> Adam Larson Broder
Path (Raw):       Anthony Abrams --[No Operation]--> Anthony Abrams --[(INV) directed_by]--> Pumpkin --[written_by]--> Adam Larson Broder
Neg LogProb(↓):   0.112545
Path Entropy(↓):  0.339704
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the judge and the assassin
Start Entity:     The Judge and the Assassin
Gold Answer:      [['Mélanie Thierry', 'Niels Arestrup', 'Lambert Wilson', 'Gaspard Ulliel', 'Tommy Lee Jones']]
Predicted Ans:    Lambert Wilson
Predicted Path:   The Judge and the Assassin --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Path (Raw):       The Judge and the Assassin --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Neg LogProb(↓):   0.002991
Path Entropy(↓):  0.020958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of taika waititi directed films
Start Entity:     Taika Waititi
Gold Answer:      [['2010', '2014', '2009', '2007']]
Predicted Ans:    2014
Predicted Path:   Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows --[release_year]--> 2014
Path (Raw):       Taika Waititi --[No Operation]--> Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows --[release_year]--> 2014
Neg LogProb(↓):   0.076981
Path Entropy(↓):  0.282516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by farrah fawcett were directed by who
Start Entity:     Farrah Fawcett
Gold Answer:      [['Hal Needham', 'John Barry', 'Stephen Herek', 'Stanley Donen', 'Alan J. Pakula']]
Predicted Ans:    Stephen Herek
Predicted Path:   Farrah Fawcett --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Path (Raw):       Farrah Fawcett --[No Operation]--> Farrah Fawcett --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Neg LogProb(↓):   0.000640
Path Entropy(↓):  0.005925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the cold light of day
Start Entity:     The Cold Light of Day
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Cold Light of Day --[directed_by]--> Mabrouk El Mechri --[(INV) directed_by]--> JCVD --[has_genre]--> Drama
Path (Raw):       The Cold Light of Day --[directed_by]--> Mabrouk El Mechri --[(INV) directed_by]--> JCVD --[has_genre]--> Drama
Neg LogProb(↓):   0.112842
Path Entropy(↓):  0.406445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of murphy's law
Start Entity:     Murphy's Law
Gold Answer:      [['Western', 'Musical', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Murphy's Law --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> An Alligator Named Daisy --[has_genre]--> Comedy
Path (Raw):       Murphy's Law --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> An Alligator Named Daisy --[has_genre]--> Comedy
Neg LogProb(↓):   0.677372
Path Entropy(↓):  1.049849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did luke meyer write
Start Entity:     Luke Meyer
Gold Answer:      [['Darkon']]
Predicted Ans:    Darkon
Predicted Path:   Luke Meyer --[(INV) written_by]--> Darkon --[written_by]--> Luke Meyer --[(INV) written_by]--> Darkon
Path (Raw):       Luke Meyer --[(INV) written_by]--> Darkon --[written_by]--> Luke Meyer --[(INV) written_by]--> Darkon
Neg LogProb(↓):   0.000662
Path Entropy(↓):  0.005512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of tonight and every night
Start Entity:     Tonight and Every Night
Gold Answer:      [['Lesley Storm']]
Predicted Ans:    Lesley Storm
Predicted Path:   Tonight and Every Night --[written_by]--> Lesley Storm --[(INV) written_by]--> Tonight and Every Night --[written_by]--> Lesley Storm
Path (Raw):       Tonight and Every Night --[written_by]--> Lesley Storm --[(INV) written_by]--> Tonight and Every Night --[written_by]--> Lesley Storm
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by thomas bezucha
Start Entity:     Thomas Bezucha
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Thomas Bezucha --[(INV) directed_by]--> Big Eden --[has_genre]--> Drama
Path (Raw):       Thomas Bezucha --[No Operation]--> Thomas Bezucha --[(INV) directed_by]--> Big Eden --[has_genre]--> Drama
Neg LogProb(↓):   0.462601
Path Entropy(↓):  0.674932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of armando espitia acted films
Start Entity:     Armando Espitia
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Armando Espitia --[(INV) starred_actors]--> Heli --[release_year]--> 2013
Path (Raw):       Armando Espitia --[No Operation]--> Armando Espitia --[(INV) starred_actors]--> Heli --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie once upon a time in china
Start Entity:     Once Upon a Time in China
Gold Answer:      [['Ken Kaufman', 'David Agosto', 'John Fusco', 'Gordon Chan', 'Sylvester Stallone', 'Jet Li', 'Richard Wenk', 'Luc Besson', 'Paul Thomas Anderson', 'James Wong', 'Rafael Yglesias']]
Predicted Ans:    Ken Kaufman
Predicted Path:   Once Upon a Time in China --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[written_by]--> Ken Kaufman
Path (Raw):       Once Upon a Time in China --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[written_by]--> Ken Kaufman
Neg LogProb(↓):   0.928182
Path Entropy(↓):  1.848170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the strange case of dr. jekyll and mr. hyde were in which genres
Start Entity:     The Strange Case of Dr. Jekyll and Mr. Hyde
Gold Answer:      [['Animation', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Horror
Predicted Path:   The Strange Case of Dr. Jekyll and Mr. Hyde --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[has_genre]--> Horror
Path (Raw):       The Strange Case of Dr. Jekyll and Mr. Hyde --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[has_genre]--> Horror
Neg LogProb(↓):   0.187777
Path Entropy(↓):  0.677198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by douglas mckeown
Start Entity:     Douglas McKeown
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Douglas McKeown --[(INV) directed_by]--> The Deadly Spawn --[has_genre]--> Horror
Path (Raw):       Douglas McKeown --[No Operation]--> Douglas McKeown --[(INV) directed_by]--> The Deadly Spawn --[has_genre]--> Horror
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by akihiko hirata
Start Entity:     Akihiko Hirata
Gold Answer:      [['Terry Rossio', 'Max Borenstein', 'Roland Emmerich', 'Ted Elliott', 'Dean Devlin']]
Predicted Ans:    Terry Rossio
Predicted Path:   Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Path (Raw):       Akihiko Hirata --[No Operation]--> Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[written_by]--> Terry Rossio
Neg LogProb(↓):   0.234277
Path Entropy(↓):  0.699466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Larry charles was the director of which films
Start Entity:     Larry Charles
Gold Answer:      [['The Dictator', 'Masked and Anonymous', 'Brüno']]
Predicted Ans:    Brüno
Predicted Path:   Larry Charles --[(INV) directed_by]--> Brüno --[directed_by]--> Larry Charles --[(INV) directed_by]--> Brüno
Path (Raw):       Larry Charles --[(INV) directed_by]--> Brüno --[directed_by]--> Larry Charles --[(INV) directed_by]--> Brüno
Neg LogProb(↓):   0.663505
Path Entropy(↓):  1.491552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the night they raided minsky's directed by
Start Entity:     The Night They Raided Minsky's
Gold Answer:      [['William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   The Night They Raided Minsky's --[directed_by]--> William Friedkin --[(INV) directed_by]--> Deal of the Century --[directed_by]--> William Friedkin
Path (Raw):       The Night They Raided Minsky's --[directed_by]--> William Friedkin --[(INV) directed_by]--> Deal of the Century --[directed_by]--> William Friedkin
Neg LogProb(↓):   1.090883
Path Entropy(↓):  1.340705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film ticking clock starred which actors
Start Entity:     Ticking Clock
Gold Answer:      [['Neal McDonough']]
Predicted Ans:    Sean Faris
Predicted Path:   Ticking Clock --[starred_actors]--> Neal McDonough --[(INV) starred_actors]--> Forever Strong --[starred_actors]--> Sean Faris
Path (Raw):       Ticking Clock --[starred_actors]--> Neal McDonough --[(INV) starred_actors]--> Forever Strong --[starred_actors]--> Sean Faris
Neg LogProb(↓):   0.005120
Path Entropy(↓):  0.036085
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film design for scandal starred which actors
Start Entity:     Design for Scandal
Gold Answer:      [['Rosalind Russell']]
Predicted Ans:    Rosalind Russell
Predicted Path:   Design for Scandal --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> Auntie Mame --[starred_actors]--> Rosalind Russell
Path (Raw):       Design for Scandal --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> Auntie Mame --[starred_actors]--> Rosalind Russell
Neg LogProb(↓):   0.132485
Path Entropy(↓):  0.525527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in man on fire
Start Entity:     Man on Fire
Gold Answer:      [['Japanese', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Man on Fire --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[in_language]--> Russian
Path (Raw):       Man on Fire --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[in_language]--> Russian
Neg LogProb(↓):   0.665689
Path Entropy(↓):  0.700522
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie conrack are written by who
Start Entity:     Conrack
Gold Answer:      [['Frederick Forsyth', 'N. Richard Nash', 'Waldo Salt', 'James Leo Herlihy', 'James Cameron', 'Al Schwartz', 'James Dickey', 'Djordje Milicevic', 'James Toback', 'Edward Bunker', 'Louis Sachar', 'Nancy Dowd', 'Eugene Corr', 'Friedrich Dürrenmatt', 'Lonne Elder III', 'William H. Armstrong', 'Mark Twain', 'Richard M. Sherman', 'Robert B. Sherman', 'David Marconi', "Gavin O'Connor", 'Sean Finegan', 'Gregg Maxwell Parker', 'Francis Ford Coppola', 'John Grisham', 'Robert C. Jones', 'Jon Voight', 'Gale Anne Hurd', 'Chi Muoi Lo', 'Maximilian Schell', 'Paul Zindel', 'Leonard Praskins', 'Wanda Tuchock', 'Akira Kurosawa', 'Frances Marion', 'José Torres']]
Predicted Ans:    James Cameron
Predicted Path:   Conrack --[starred_actors]--> Paul Winfield --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Path (Raw):       Conrack --[starred_actors]--> Paul Winfield --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Neg LogProb(↓):   0.488318
Path Entropy(↓):  0.786832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of angels sing is also the director of which movies
Start Entity:     Angels Sing
Gold Answer:      [['Secondhand Lions']]
Predicted Ans:    Angels Sing
Predicted Path:   Angels Sing --[directed_by]--> Tim McCanlies --[(INV) directed_by]--> Angels Sing
Path (Raw):       Angels Sing --[directed_by]--> Tim McCanlies --[(INV) directed_by]--> Angels Sing --[No Operation]--> Angels Sing
Neg LogProb(↓):   0.003424
Path Entropy(↓):  0.023271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of gabriella wilde
Start Entity:     Gabriella Wilde
Gold Answer:      [['Martin Hewitt', 'Alex Pettyfer', 'Joely Richardson', 'Brooke Shields', 'Bruce Greenwood']]
Predicted Ans:    Bruce Greenwood
Predicted Path:   Gabriella Wilde --[(INV) starred_actors]--> Endless Love --[starred_actors]--> Bruce Greenwood
Path (Raw):       Gabriella Wilde --[No Operation]--> Gabriella Wilde --[(INV) starred_actors]--> Endless Love --[starred_actors]--> Bruce Greenwood
Neg LogProb(↓):   0.009119
Path Entropy(↓):  0.056458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with c. robert cargill
Start Entity:     C. Robert Cargill
Gold Answer:      [['Scott Derrickson']]
Predicted Ans:    Scott Derrickson
Predicted Path:   C. Robert Cargill --[(INV) written_by]--> Sinister --[written_by]--> Scott Derrickson
Path (Raw):       C. Robert Cargill --[No Operation]--> C. Robert Cargill --[(INV) written_by]--> Sinister --[written_by]--> Scott Derrickson
Neg LogProb(↓):   0.446590
Path Entropy(↓):  0.653530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of wife vs. secretary
Start Entity:     Wife vs. Secretary
Gold Answer:      [['Wings in the Dark', 'Song of the Thin Man', 'Manhattan Melodrama', 'Lucky Night', 'A Star Is Born', 'Lonelyhearts', 'The Beast of the City', 'The Thin Man Goes Home', 'Mogambo', 'Any Number Can Play', 'Thirteen Women', 'But Not for Me', 'The Call of the Wild', 'Saratoga', 'Broadway Bill', 'Mutiny on the Bounty', 'Personal Property', 'No Man of Her Own', 'Command Decision', 'The Best Years of Our Lives', 'Polly of the Circus', 'Red Dust', 'China Seas', 'The Misfits', 'Boom Town', 'Red-Headed Woman', 'A Free Soul', "Hell's Angels", 'Penthouse', 'The Great Ziegfeld', 'After the Thin Man', 'From the Terrace', 'The Rains Came', 'It Started in Naples', 'Riffraff', 'Libeled Lady', 'Dancing Lady', 'When Ladies Meet', 'Another Thin Man', 'Cheaper by the Dozen', 'The Animal Kingdom', 'The Hucksters', 'Betrayed', 'Mr. Blandings Builds His Dream House', 'Test Pilot', 'Platinum Blonde', 'San Francisco', 'The Tall Men', 'I Love You Again', 'The King and Four Queens', 'The Prizefighter and the Lady', 'The Black Watch', 'Double Wedding', 'Night Flight', 'Possessed', 'The Secret Six', 'Cain and Mabel', 'Comrade X', 'Bombshell', 'Evelyn Prentice', 'Shadow of the Thin Man', 'Night Nurse', 'After Office Hours', 'The Public Enemy', 'Dinner at Eight', 'Soldier of Fortune', 'The Bachelor and the Bobby-Soxer', 'Suzy', 'It Happened One Night', 'Forsaking All Others', 'Love Crazy', 'Too Hot to Handle', 'The Thin Man', 'Across the Wide Missouri', "Teacher's Pet", 'Strange Cargo', "Idiot's Delight"]]
Predicted Ans:    Possessed
Predicted Path:   Wife vs. Secretary --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Possessed
Path (Raw):       Wife vs. Secretary --[No Operation]--> Wife vs. Secretary --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Possessed
Neg LogProb(↓):   0.796960
Path Entropy(↓):  1.922857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by carole karemera
Start Entity:     Carole Karemera
Gold Answer:      [['Raoul Peck']]
Predicted Ans:    Raoul Peck
Predicted Path:   Carole Karemera --[(INV) starred_actors]--> Sometimes in April --[directed_by]--> Raoul Peck
Path (Raw):       Carole Karemera --[No Operation]--> Carole Karemera --[(INV) starred_actors]--> Sometimes in April --[directed_by]--> Raoul Peck
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie pineapple express were in which languages
Start Entity:     Pineapple Express
Gold Answer:      [['French', 'Filipino', 'Japanese']]
Predicted Ans:    Filipino
Predicted Path:   Pineapple Express --[starred_actors]--> James Franco --[(INV) starred_actors]--> The Great Raid --[in_language]--> Filipino
Path (Raw):       Pineapple Express --[starred_actors]--> James Franco --[(INV) starred_actors]--> The Great Raid --[in_language]--> Filipino
Neg LogProb(↓):   0.095863
Path Entropy(↓):  0.362840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by sam miller
Start Entity:     Sam Miller
Gold Answer:      [['Kate del Castillo', 'Idris Elba', 'Doug Hutchison', 'Stellan Skarsgård', 'Milla Jovovich', 'Samuel L. Jackson', 'Taraji P. Henson', 'Pete Postlethwaite', 'Rachel Griffiths', 'James Thornton']]
Predicted Ans:    Kate del Castillo
Predicted Path:   Sam Miller --[(INV) directed_by]--> No Good Deed --[starred_actors]--> Kate del Castillo
Path (Raw):       Sam Miller --[No Operation]--> Sam Miller --[(INV) directed_by]--> No Good Deed --[starred_actors]--> Kate del Castillo
Neg LogProb(↓):   0.341600
Path Entropy(↓):  1.003352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of janie jones
Start Entity:     Janie Jones
Gold Answer:      [['See This Movie', 'A Single Shot']]
Predicted Ans:    A Single Shot
Predicted Path:   Janie Jones --[directed_by]--> David M. Rosenthal --[(INV) directed_by]--> A Single Shot
Path (Raw):       Janie Jones --[directed_by]--> David M. Rosenthal --[(INV) directed_by]--> A Single Shot --[No Operation]--> A Single Shot
Neg LogProb(↓):   0.142504
Path Entropy(↓):  0.418823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film frozen land
Start Entity:     Frozen Land
Gold Answer:      [['2008', '2012', '2011', '2000']]
Predicted Ans:    2011
Predicted Path:   Frozen Land --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[release_year]--> 2011
Path (Raw):       Frozen Land --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[release_year]--> 2011
Neg LogProb(↓):   0.499967
Path Entropy(↓):  0.914295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film warlock released
Start Entity:     Warlock
Gold Answer:      [['1989']]
Predicted Ans:    1959
Predicted Path:   Warlock --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Warlock --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   2.078261
Path Entropy(↓):  3.896327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of the apprenticeship of duddy kravitz
Start Entity:     The Apprenticeship of Duddy Kravitz
Gold Answer:      [['North Dallas Forty', 'First Blood', 'Folks!', 'Uncommon Valor', 'Wake in Fright', "Weekend at Bernie's", 'Borrowed Hearts', 'Billy Two Hats', 'Fun with Dick and Jane']]
Predicted Ans:    Fun with Dick and Jane
Predicted Path:   The Apprenticeship of Duddy Kravitz --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Fun with Dick and Jane
Path (Raw):       The Apprenticeship of Duddy Kravitz --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Fun with Dick and Jane --[No Operation]--> Fun with Dick and Jane
Neg LogProb(↓):   0.197672
Path Entropy(↓):  0.703873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of hangover square
Start Entity:     Hangover Square
Gold Answer:      [['2009', '1944', '1927', '1947', '1967', '1955']]
Predicted Ans:    1944
Predicted Path:   Hangover Square --[directed_by]--> John Brahm --[(INV) directed_by]--> The Lodger --[release_year]--> 1944
Path (Raw):       Hangover Square --[directed_by]--> John Brahm --[(INV) directed_by]--> The Lodger --[release_year]--> 1944
Neg LogProb(↓):   0.434808
Path Entropy(↓):  1.257991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with gang
Start Entity:     gang
Gold Answer:      [['Gran Torino']]
Predicted Ans:    Gran Torino
Predicted Path:   gang --[(INV) has_tags]--> Gran Torino --[has_tags]--> hmong --[(INV) has_tags]--> Gran Torino
Path (Raw):       gang --[(INV) has_tags]--> Gran Torino --[has_tags]--> hmong --[(INV) has_tags]--> Gran Torino
Neg LogProb(↓):   0.055281
Path Entropy(↓):  0.242580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with cate blanchett
Start Entity:     Cate Blanchett
Gold Answer:      [['Anjelica Huston', 'Geoffrey Rush', 'Bruce Willis', 'Keanu Reeves', 'Diana Wynyard', 'Harrison Ford', 'Kate Beckinsale', 'Kevin Spacey', 'Julianne Moore', 'Judi Dench', 'Glenn Close', 'Gerard Butler', 'Craig Ferguson', 'Giovanni Ribisi', 'Ralph Fiennes', 'Wallace Beery', 'Nicolette Krebitz', 'Jutta Hoffmann', 'George Clooney', 'Billy Bob Thornton', 'Frances McDormand', 'Christopher Eccleston', 'Jasmin Tabatabai', 'John C. Reilly', 'Paulette Goddard', 'Rupert Everett', 'Katie Holmes', 'Karen Allen', 'Owen Wilson', 'Tobey Maguire', 'Minnie Driver', 'Matt Damon', 'Leonardo DiCaprio', 'Lily James', 'Gwyneth Paltrow', 'Saoirse Ronan', 'Richard Madden', 'Bill Murray', 'Shia LaBeouf', 'Mary Pickford', 'Jude Law', 'Katja Riemann', 'Russell Crowe', 'Eric Bana', 'Tom Wilkinson', 'James Fleet', 'Abigail Cruttenden', 'Jay Baruchel', 'Michael Wilding', 'Hugh Williams', 'Rosanna Arquette', 'Bernadette Peters', 'Brad Pitt', 'Joseph Fiennes', 'Christopher Reeve', 'Ciarán Hinds', 'Helena Bonham Carter', 'Pauline Collins']]
Predicted Ans:    Cate Blanchett
Predicted Path:   Cate Blanchett --[(INV) starred_actors]--> The Shipping News --[starred_actors]--> Cate Blanchett
Path (Raw):       Cate Blanchett --[No Operation]--> Cate Blanchett --[(INV) starred_actors]--> The Shipping News --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   1.275919
Path Entropy(↓):  2.019167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter diane english wrote films together with who
Start Entity:     Diane English
Gold Answer:      [['Anita Loos', 'Jane Murfin', 'Clare Boothe Luce']]
Predicted Ans:    Jane Murfin
Predicted Path:   Diane English --[(INV) written_by]--> The Women --[written_by]--> Jane Murfin
Path (Raw):       Diane English --[No Operation]--> Diane English --[(INV) written_by]--> The Women --[written_by]--> Jane Murfin
Neg LogProb(↓):   1.149537
Path Entropy(↓):  1.356938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of leningrad cowboys meet moses
Start Entity:     Leningrad Cowboys Meet Moses
Gold Answer:      [['Leningrad Cowboys Go America', 'Shadows in Paradise', 'Calamari Union', 'The Match Factory Girl', 'I Hired a Contract Killer', 'The Man Without a Past', 'Lights in the Dusk', 'Rocky VI', 'Ariel', 'Le Havre', 'Drifting Clouds', 'Juha', 'Take Care of Your Scarf, Tatiana', 'La Vie de Bohème', 'Crime and Punishment', 'Hamlet Goes Business']]
Predicted Ans:    Crime and Punishment
Predicted Path:   Leningrad Cowboys Meet Moses --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment
Path (Raw):       Leningrad Cowboys Meet Moses --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[No Operation]--> Crime and Punishment
Neg LogProb(↓):   0.441545
Path Entropy(↓):  1.146919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film lucy was directed by who
Start Entity:     Lucy
Gold Answer:      [['Glenn Jordan']]
Predicted Ans:    Luc Besson
Predicted Path:   Lucy --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Big Blue --[directed_by]--> Luc Besson
Path (Raw):       Lucy --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Big Blue --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.655144
Path Entropy(↓):  1.131445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in a foreign affair
Start Entity:     A Foreign Affair
Gold Answer:      [['1944', '1936', '1935', '1941', '1984', '2007', '1939', '1957', '1951', '1982', '1953', '1947', '2014', '1932', '1931', '1943', '1942', '1940', '1938', '1961', '1934', '1950', '1952', '1937', '1930']]
Predicted Ans:    1957
Predicted Path:   A Foreign Affair --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Path (Raw):       A Foreign Affair --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Neg LogProb(↓):   0.576950
Path Entropy(↓):  1.555309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of paul auster directed films
Start Entity:     Paul Auster
Gold Answer:      [['Wayne Wang']]
Predicted Ans:    Wayne Wang
Predicted Path:   Paul Auster --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Path (Raw):       Paul Auster --[No Operation]--> Paul Auster --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Neg LogProb(↓):   0.337384
Path Entropy(↓):  0.998059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film terminator salvation were in which languages
Start Entity:     Terminator Salvation
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Terminator Salvation --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[in_language]--> French
Path (Raw):       Terminator Salvation --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[in_language]--> French
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with mylene demongeot
Start Entity:     Mylène Demongeot
Gold Answer:      [['James Robertson Justice', 'David Niven', 'Anne Heywood', 'Jean Seberg', 'Michael Craig', 'Deborah Kerr']]
Predicted Ans:    Deborah Kerr
Predicted Path:   Mylène Demongeot --[(INV) starred_actors]--> Bonjour Tristesse --[starred_actors]--> Deborah Kerr
Path (Raw):       Mylène Demongeot --[No Operation]--> Mylène Demongeot --[(INV) starred_actors]--> Bonjour Tristesse --[starred_actors]--> Deborah Kerr
Neg LogProb(↓):   0.331364
Path Entropy(↓):  0.595117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie winter kills
Start Entity:     Winter Kills
Gold Answer:      [['Thornton Wilder', 'Walter Hill', 'Michael Traeger', 'Lawrence Block', 'David Lee Henry', 'John Milius', 'Stan Lee', 'Larry McMurtry', 'Michael Sarne', 'Leonard Gardner', 'Giulio Paradisi', 'Ovidio G. Assonitis', 'Edgar Wallace', 'James Ashmore Creelman', 'Alan Rudolph', 'Scott Cooper', 'Al Hirshberg', 'Jimmy Piersall', 'Daniel Nettheim', 'Julia Leigh', 'Michael Cimino', 'Sheldon Keller', 'Samuel A. Taylor', 'Mark Fergus', 'Robert Benton', 'Tom Holland', 'Nevil Shute', 'Lorenzo Semple Jr.', 'Charles Leavitt', 'Gene Brewer', 'Robert Bloch', 'Thomas Cobb', 'Joel Coen', 'Charles Gaines', 'Robert Stone', 'Thomas McGuane', 'Peter S. Beagle', 'Bob Rafelson', 'Ross Thomas', 'Jack Kirby', 'Jules Dassin', 'Ehren Kruger', 'Rob Thompson', 'Martin Bell', 'Tennessee Williams', 'John Michael Hayes', 'Joseph Stefano', 'Jeffrey Alan Fiskin', 'Newton Thornburg', 'Lois Lowry', 'Richard Brooks', 'Margarita Lymberaki', 'Gérard Oury', 'André Cayatte', 'Alan J. Pakula', 'Jon Ronson', 'Larry Gelbart', 'Chris Buck', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'John Paxton', 'Rafael Yglesias', 'Merian C. Cooper', 'Ruth Rose', 'David Newman', 'Jenaro Prieto', 'Sam Shepard', 'Oliver Stone', 'Thomas McCarthy', 'Jon Katz', 'George LaVoo', 'Gore Vidal', 'Richard LaGravenese', 'Larry Lieber', 'Don Heck', 'Hawk Ostby', 'Matt Holloway', 'Art Marcum', 'Michael Winner', 'Luciano Vincenzoni', 'Sergio Leone', 'Steve Kloves', 'Franz Kafka', 'Charles Portis', 'Peter M. Lenkov', 'Michael Wilson', 'Jessica Bendinger', 'Thomas Babe', 'Rod Lurie', 'Joseph Conrad', 'Ash Brannon', 'Peter Jackson', 'Dexter Fletcher', 'Tom Wolfe', 'Ruth Gordon', 'Charles Edward Pogue', 'Albert Brooks', 'Stephen Geller', 'Mary Stewart', 'Peter Bogdanovich', 'Jessamyn West', 'Ethan Coen', 'Irwin Shaw', 'Françoise Sagan', 'George Sluizer', 'Jorge Amado', 'Tim Krabbé', 'Rafi Pitts', 'Bruce A. Evans', 'Raynold Gideon', 'Marguerite Roberts', 'Larry Charles', 'Bob Dylan', 'Orson Welles', "Flannery O'Connor", "Eugene O'Neill"]]
Predicted Ans:    Martin Bell
Predicted Path:   Winter Kills --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> American Heart --[written_by]--> Martin Bell
Path (Raw):       Winter Kills --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> American Heart --[written_by]--> Martin Bell
Neg LogProb(↓):   1.886907
Path Entropy(↓):  2.623994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of innerspace is also the director of which films
Start Entity:     Innerspace
Gold Answer:      [['Explorers', 'Matinee', 'The Second Civil War', 'Amazon Women on the Moon', 'Gremlins', 'Small Soldiers', 'The Hole', 'Piranha', "The 'Burbs", 'The Howling']]
Predicted Ans:    Matinee
Predicted Path:   Innerspace --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee
Path (Raw):       Innerspace --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[No Operation]--> Matinee
Neg LogProb(↓):   0.429910
Path Entropy(↓):  1.297886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in slap shot
Start Entity:     Slap Shot
Gold Answer:      [['Sidney Carroll', 'Robert Stone', 'Peter Milne', 'Stephenie Meyer', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Ron Shelton', "John O'Hara", 'Richard Price', 'David S. Ward', 'Leslie Stevens', 'Thomas B. Costain', 'John Milius', 'Ernest Lehman', 'Beth Henley', 'Larry McMurtry', 'Robert Altman', 'Ethan Coen', 'David Mamet', 'Nicholas Sparks', 'Max Shulman', 'Rod Serling', 'Gore Vidal', 'Melville Shavelson', 'Irving Wallace', 'Stirling Silliphant', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Donn Pearce', 'Robert Rossen', 'Sam Raimi', 'E. Max Frye', 'John Gay', 'Walter Bernstein', 'Robert Benton', 'Richard Russo', 'Ken Kesey', 'Leo McCarey', 'Irving Ravetch', 'Frank Pierson', 'William Goldman', 'Harold Flender', 'Huey Perry', 'Melissa Rosenberg', 'Elmore Leonard', 'Blaze Starr', 'William Faulkner', 'Terrence Malick', 'Richard Brooks', 'Walter Tevis', 'John Lasseter', 'Brian Moore', 'James Poe', 'Barry Reed', 'Ross Macdonald', 'Israel Zangwill', 'Arthur Kopit']]
Predicted Ans:    Richard Brooks
Predicted Path:   Slap Shot --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[written_by]--> Richard Brooks
Path (Raw):       Slap Shot --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[written_by]--> Richard Brooks
Neg LogProb(↓):   1.101098
Path Entropy(↓):  2.383958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did jerome robbins direct
Start Entity:     Jerome Robbins
Gold Answer:      [['West Side Story']]
Predicted Ans:    West Side Story
Predicted Path:   Jerome Robbins --[(INV) directed_by]--> West Side Story --[directed_by]--> Jerome Robbins --[(INV) directed_by]--> West Side Story
Path (Raw):       Jerome Robbins --[(INV) directed_by]--> West Side Story --[directed_by]--> Jerome Robbins --[(INV) directed_by]--> West Side Story
Neg LogProb(↓):   0.014575
Path Entropy(↓):  0.075653
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote lifeboat
Start Entity:     Lifeboat
Gold Answer:      [['1939', '1957', '1992', '1940', '1942', '1982', '1947', '1955', '1952']]
Predicted Ans:    1940
Predicted Path:   Lifeboat --[written_by]--> John Steinbeck --[(INV) written_by]--> The Grapes of Wrath --[release_year]--> 1940
Path (Raw):       Lifeboat --[written_by]--> John Steinbeck --[(INV) written_by]--> The Grapes of Wrath --[release_year]--> 1940
Neg LogProb(↓):   0.337076
Path Entropy(↓):  1.100121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mystery, alaska were in which genres
Start Entity:     Mystery, Alaska
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mystery, Alaska --[directed_by]--> Jay Roach --[(INV) directed_by]--> Meet the Parents --[has_genre]--> Comedy
Path (Raw):       Mystery, Alaska --[directed_by]--> Jay Roach --[(INV) directed_by]--> Meet the Parents --[has_genre]--> Comedy
Neg LogProb(↓):   0.180007
Path Entropy(↓):  0.570726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the far horizons are written by who
Start Entity:     The Far Horizons
Gold Answer:      [['Charles Edward Pogue', 'Russell Rouse', 'Clarence Greene', 'Edwin Balmer', 'Philip Wylie', 'Donald Hamilton', 'Martin Dibner']]
Predicted Ans:    Martin Dibner
Predicted Path:   The Far Horizons --[directed_by]--> Rudolph Maté --[(INV) directed_by]--> The Deep Six --[written_by]--> Martin Dibner
Path (Raw):       The Far Horizons --[directed_by]--> Rudolph Maté --[(INV) directed_by]--> The Deep Six --[written_by]--> Martin Dibner
Neg LogProb(↓):   0.902460
Path Entropy(↓):  0.933060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of big jake
Start Entity:     Big Jake
Gold Answer:      [['I Bury the Living', 'The Lucky Texan', 'Chisum', 'Dark Command', 'The Hurricane Express', 'The Shootist', 'Sagebrush Trail', 'Allegheny Uprising', 'El Dorado', 'Rio Grande', 'Wake of the Red Witch', 'Dakota', 'The Long Voyage Home', 'Idol of the Crowds', 'Reap the Wild Wind', 'The Quiet Man', "In Harm's Way", 'Jet Pilot', 'Hondo', 'Hatari!', 'Tall in the Saddle', 'A Lady Takes a Chance', 'The Man from Utah', 'The Horse Soldiers', 'The Tall T', 'Texas Terror', 'Rio Lobo', 'Lawless Range', 'The Comancheros', 'Rainbow Valley', 'The Fighting Seabees', 'Stagecoach', 'Born to the West', 'The War Lord', 'The Sea Chase', 'Blue Steel', 'The High and the Mighty', 'North to Alaska', 'The Raid', 'The Alamo', 'Flame of Barbary Coast', 'Hombre', 'Pittsburgh', 'Reunion in France', 'The Arrangement', 'Westward Ho', 'Cahill U.S. Marshal', 'The Dawn Rider', 'Operation Pacific', 'The Big Trail', 'The Man from Monterey', 'The Green Berets', 'The Undefeated', 'Rio Bravo', 'The Wings of Eagles', 'Red River', 'Winds of the Wasteland', 'The Star Packer', 'The War Wagon', 'Paradise Canyon', 'The Lawless Frontier', 'Hellfighters', 'Angel and the Badman', 'Seven Sinners', 'The Cowboys', 'The Night of the Following Day', 'The People That Time Forgot', 'The Shadow of the Eagle', 'True Grit', 'The Trail Beyond', 'The Spoilers', 'They Were Expendable', 'She Wore a Yellow Ribbon', "'Neath the Arizona Skies", 'His Private Secretary', 'The Searchers', 'The Sons of Katie Elder', 'In Old California', 'Brannigan', 'The Conqueror', 'Legend of the Lost', 'Big Jim McLain', 'Shenandoah', 'Flying Leathernecks', 'Blood Alley', 'Tycoon', 'The Train Robbers', "Donovan's Reef", 'The Big Stampede', 'Riders of Destiny', 'The Man Who Shot Liberty Valance', 'Flying Tigers', 'Rooster Cogburn', 'Fort Apache', 'Back to Bataan', 'The Desert Trail', 'Sands of Iwo Jima', 'The Shepherd of the Hills', 'McQ', 'West of the Divide', 'McLintock!', 'In Old Oklahoma', 'The Kremlin Letter', 'Sinbad and the Eye of the Tiger']]
Predicted Ans:    Fort Apache
Predicted Path:   Big Jake --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache
Path (Raw):       Big Jake --[starred_actors]--> John Wayne --[No Operation]--> John Wayne --[(INV) starred_actors]--> Fort Apache
Neg LogProb(↓):   0.946991
Path Entropy(↓):  2.290930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film novo were in which languages
Start Entity:     Novo
Gold Answer:      [['Spanish']]
Predicted Ans:    2013
Predicted Path:   Novo --[starred_actors]--> Eduardo Noriega --[(INV) starred_actors]--> Sweetwater --[release_year]--> 2013
Path (Raw):       Novo --[starred_actors]--> Eduardo Noriega --[(INV) starred_actors]--> Sweetwater --[release_year]--> 2013
Neg LogProb(↓):   0.574214
Path Entropy(↓):  1.037523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Sam fell directed which films
Start Entity:     Sam Fell
Gold Answer:      [['The Tale of Despereaux', 'Flushed Away']]
Predicted Ans:    Astro Boy
Predicted Path:   Sam Fell --[(INV) directed_by]--> Flushed Away --[directed_by]--> David Bowers --[(INV) directed_by]--> Astro Boy
Path (Raw):       Sam Fell --[(INV) directed_by]--> Flushed Away --[directed_by]--> David Bowers --[(INV) directed_by]--> Astro Boy
Neg LogProb(↓):   0.774967
Path Entropy(↓):  1.255144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by nightwatching actors release
Start Entity:     Nightwatching
Gold Answer:      [['1997', '2009', '2008', '2006', '1994', '1974', '2007']]
Predicted Ans:    2007
Predicted Path:   Nightwatching --[starred_actors]--> Martin Freeman --[(INV) starred_actors]--> The All Together --[release_year]--> 2007
Path (Raw):       Nightwatching --[starred_actors]--> Martin Freeman --[(INV) starred_actors]--> The All Together --[release_year]--> 2007
Neg LogProb(↓):   0.898530
Path Entropy(↓):  1.560619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by off limits actors
Start Entity:     Off Limits
Gold Answer:      [['Robert Graysmith', 'Chris Gerolmo', 'Michael Gerbosi', 'Michael Wadleigh', 'Whitley Strieber', 'Wayne Kramer', 'Troy Duffy', 'Andrew Stanton', 'Stan Lee', 'Steve Ditko', 'Theodoros Angelopoulos', 'Nikos Kazantzakis', 'William Friedkin', 'Derek Kolstad', 'Kathryn Bigelow', 'Stephen Coonts', 'Monty Montgomery', 'Oliver Stone', 'Mark Andrews', 'Chester Himes', 'Gerald Petievich', 'Dennis Lee', 'William Gibson', 'Lars von Trier', 'David Koepp', 'Rafi Pitts', 'Abel Ferrara', 'Daniel Nettheim', 'Julia Leigh', 'Gary DeVore', 'Jimmy Huston', 'Francis Ford Coppola', 'Yurek Bogayevicz', 'Yoram Kaniuk', 'Paul Schrader', 'Steven Katz', 'Edgar Rice Burroughs', 'Paul Glickler', 'William Kennedy', 'Nick Castle', 'Michael Chabon', 'Daniel Pyne']]
Predicted Ans:    Paul Schrader
Predicted Path:   Off Limits --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> Light Sleeper --[written_by]--> Paul Schrader
Path (Raw):       Off Limits --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> Light Sleeper --[written_by]--> Paul Schrader
Neg LogProb(↓):   0.505000
Path Entropy(↓):  1.522082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of highway 61
Start Entity:     Highway 61
Gold Answer:      [['Bernie Coulson', 'Callum Keith Rennie', 'Ellen Page', 'Hugh Dillon', 'Bruce McDonald', 'Georgina Reilly', 'Greg Calderone']]
Predicted Ans:    Greg Calderone
Predicted Path:   Highway 61 --[directed_by]--> Bruce McDonald --[(INV) directed_by]--> This Movie Is Broken --[starred_actors]--> Greg Calderone
Path (Raw):       Highway 61 --[directed_by]--> Bruce McDonald --[(INV) directed_by]--> This Movie Is Broken --[starred_actors]--> Greg Calderone
Neg LogProb(↓):   0.677847
Path Entropy(↓):  1.247250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film gridlock'd
Start Entity:     Gridlock'd
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Gridlock'd --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Gridlock'd --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.755613
Path Entropy(↓):  5.275750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jean hagen
Start Entity:     Jean Hagen
Gold Answer:      [['Clifford Odets', 'Dore Schary', 'John Huston', 'James Poe', 'Felix Salten']]
Predicted Ans:    John Huston
Predicted Path:   Jean Hagen --[(INV) starred_actors]--> The Asphalt Jungle --[written_by]--> John Huston
Path (Raw):       Jean Hagen --[No Operation]--> Jean Hagen --[(INV) starred_actors]--> The Asphalt Jungle --[written_by]--> John Huston
Neg LogProb(↓):   0.006941
Path Entropy(↓):  0.042250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by dominique deruddere
Start Entity:     Dominique Deruddere
Gold Answer:      [['Charles Bukowski', 'Dan Klores']]
Predicted Ans:    Charles Bukowski
Predicted Path:   Dominique Deruddere --[(INV) directed_by]--> Crazy Love --[written_by]--> Charles Bukowski
Path (Raw):       Dominique Deruddere --[No Operation]--> Dominique Deruddere --[(INV) directed_by]--> Crazy Love --[written_by]--> Charles Bukowski
Neg LogProb(↓):   0.021636
Path Entropy(↓):  0.117803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by george nolfi
Start Entity:     George Nolfi
Gold Answer:      [['Emily Blunt', 'Matt Damon']]
Predicted Ans:    Matt Damon
Predicted Path:   George Nolfi --[(INV) directed_by]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Path (Raw):       George Nolfi --[No Operation]--> George Nolfi --[(INV) directed_by]--> The Adjustment Bureau --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.531499
Path Entropy(↓):  0.677678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed movies with andrew traucki
Start Entity:     Andrew Traucki
Gold Answer:      [['David Nerlich']]
Predicted Ans:    Andrew Traucki
Predicted Path:   Andrew Traucki --[(INV) directed_by]--> Black Water --[directed_by]--> Andrew Traucki
Path (Raw):       Andrew Traucki --[No Operation]--> Andrew Traucki --[(INV) directed_by]--> Black Water --[directed_by]--> Andrew Traucki
Neg LogProb(↓):   0.103771
Path Entropy(↓):  0.388128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote movies with peter buchman
Start Entity:     Peter Buchman
Gold Answer:      [['Christopher Paolini']]
Predicted Ans:    Peter Buchman
Predicted Path:   Peter Buchman --[(INV) written_by]--> Eragon --[written_by]--> Peter Buchman
Path (Raw):       Peter Buchman --[No Operation]--> Peter Buchman --[(INV) written_by]--> Eragon --[written_by]--> Peter Buchman
Neg LogProb(↓):   0.043386
Path Entropy(↓):  0.175678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movie the three burials of melquiades estrada
Start Entity:     The Three Burials of Melquiades Estrada
Gold Answer:      [['Guillermo Arriaga']]
Predicted Ans:    Guillermo Arriaga
Predicted Path:   The Three Burials of Melquiades Estrada --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> The Burning Plain --[written_by]--> Guillermo Arriaga
Path (Raw):       The Three Burials of Melquiades Estrada --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> The Burning Plain --[written_by]--> Guillermo Arriaga
Neg LogProb(↓):   0.014879
Path Entropy(↓):  0.086238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote fist of legend
Start Entity:     Fist of Legend
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Fist of Legend --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[has_genre]--> Action
Path (Raw):       Fist of Legend --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[has_genre]--> Action
Neg LogProb(↓):   0.002407
Path Entropy(↓):  0.019013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the shout director
Start Entity:     Shout
Gold Answer:      [['Robin Palmer', 'Elizabeth Hackett', 'Hilary Galanoy']]
Predicted Ans:    Jeffrey Hornaday
Predicted Path:   Shout --[directed_by]--> Jeffrey Hornaday --[(INV) directed_by]--> Shout --[directed_by]--> Jeffrey Hornaday
Path (Raw):       Shout --[directed_by]--> Jeffrey Hornaday --[(INV) directed_by]--> Shout --[directed_by]--> Jeffrey Hornaday
Neg LogProb(↓):   0.026208
Path Entropy(↓):  0.120071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the film you belong to me
Start Entity:     You Belong to Me
Gold Answer:      [['Dalton Trumbo', 'Claude Binyon']]
Predicted Ans:    Claude Binyon
Predicted Path:   You Belong to Me --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[written_by]--> Claude Binyon
Path (Raw):       You Belong to Me --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[written_by]--> Claude Binyon
Neg LogProb(↓):   0.102605
Path Entropy(↓):  0.331983
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rabbit - proof fence were in which languages
Start Entity:     Rabbit-Proof Fence
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Rabbit-Proof Fence --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[in_language]--> Russian
Path (Raw):       Rabbit-Proof Fence --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[in_language]--> Russian
Neg LogProb(↓):   0.062427
Path Entropy(↓):  0.228459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the house on carroll street
Start Entity:     The House on Carroll Street
Gold Answer:      [['2008', '1944', '1993', '1985', '1974', '1984', '1977', '2007', '1963', '2009', '2004', '1982', '2014', '1994', '1983', '2001', '1990', '1989', '1996', '2002', '1961', '1988', '2000', '1997', '1991', '1999', '1987', '1986']]
Predicted Ans:    2009
Predicted Path:   The House on Carroll Street --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> The Answer Man --[release_year]--> 2009
Path (Raw):       The House on Carroll Street --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> The Answer Man --[release_year]--> 2009
Neg LogProb(↓):   1.475952
Path Entropy(↓):  2.217733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film tarzan the fearless were in which genres
Start Entity:     Tarzan the Fearless
Gold Answer:      [['Adventure', 'Fantasy', 'Animation', 'Action']]
Predicted Ans:    Adventure
Predicted Path:   Tarzan the Fearless --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The Land That Time Forgot --[has_genre]--> Adventure
Path (Raw):       Tarzan the Fearless --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The Land That Time Forgot --[has_genre]--> Adventure
Neg LogProb(↓):   1.118240
Path Entropy(↓):  1.948408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by victoria haralabidou were released in which years
Start Entity:     Victoria Haralabidou
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Victoria Haralabidou --[(INV) starred_actors]--> Brides --[release_year]--> 2004
Path (Raw):       Victoria Haralabidou --[No Operation]--> Victoria Haralabidou --[(INV) starred_actors]--> Brides --[release_year]--> 2004
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of a woman under the influence
Start Entity:     A Woman Under the Influence
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Woman Under the Influence --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Faces --[has_genre]--> Drama
Path (Raw):       A Woman Under the Influence --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Faces --[has_genre]--> Drama
Neg LogProb(↓):   1.137005
Path Entropy(↓):  1.393220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by tara lynne barr
Start Entity:     Tara Lynne Barr
Gold Answer:      [['Bobcat Goldthwait']]
Predicted Ans:    Bobcat Goldthwait
Predicted Path:   Tara Lynne Barr --[(INV) starred_actors]--> God Bless America --[written_by]--> Bobcat Goldthwait
Path (Raw):       Tara Lynne Barr --[No Operation]--> Tara Lynne Barr --[(INV) starred_actors]--> God Bless America --[written_by]--> Bobcat Goldthwait
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of underclassman
Start Entity:     Underclassman
Gold Answer:      [['Emily Mortimer', 'Ryan Reynolds', 'Evan Rachel Wood', 'Stuart Townsend']]
Predicted Ans:    Nick Cannon
Predicted Path:   Underclassman --[directed_by]--> Marcos Siega --[(INV) directed_by]--> Underclassman --[starred_actors]--> Nick Cannon
Path (Raw):       Underclassman --[directed_by]--> Marcos Siega --[(INV) directed_by]--> Underclassman --[starred_actors]--> Nick Cannon
Neg LogProb(↓):   0.001889
Path Entropy(↓):  0.013731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does george hardy star in
Start Entity:     George Hardy
Gold Answer:      [['Troll 2']]
Predicted Ans:    Troll 2
Predicted Path:   George Hardy --[(INV) starred_actors]--> Troll 2 --[starred_actors]--> Michael Stephenson --[(INV) starred_actors]--> Troll 2
Path (Raw):       George Hardy --[(INV) starred_actors]--> Troll 2 --[starred_actors]--> Michael Stephenson --[(INV) starred_actors]--> Troll 2
Neg LogProb(↓):   0.555501
Path Entropy(↓):  0.794039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the crime and punishment director release
Start Entity:     Crime and Punishment
Gold Answer:      [['1980', '2003', '1992', '2006', '1985', '1935', '1941', '1984', '1998', '1957', '1994', '1932', '1931', '1990', '1989', '1996', '2002', '1981', '2011', '1988', '1934', '1952', '1927', '1999', '1987', '1986', '1928', '1930']]
Predicted Ans:    2006
Predicted Path:   Crime and Punishment --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Lights in the Dusk --[release_year]--> 2006
Path (Raw):       Crime and Punishment --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Lights in the Dusk --[release_year]--> 2006
Neg LogProb(↓):   1.510465
Path Entropy(↓):  2.434132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in night terrors also appears in which films
Start Entity:     Night Terrors
Gold Answer:      [['The Mangler', 'Fear Clinic', 'Python', 'Freddy vs. Jason', '2001 Maniacs']]
Predicted Ans:    2001 Maniacs
Predicted Path:   Night Terrors --[starred_actors]--> Robert Englund --[(INV) starred_actors]--> 2001 Maniacs
Path (Raw):       Night Terrors --[starred_actors]--> Robert Englund --[No Operation]--> Robert Englund --[(INV) starred_actors]--> 2001 Maniacs
Neg LogProb(↓):   0.463612
Path Entropy(↓):  0.909467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of very bad things also starred in which movies
Start Entity:     Very Bad Things
Gold Answer:      [['Mobsters', 'Murder in the First', 'Bed of Roses', '3000 Miles to Graceland', 'The Last Supper', 'The Green Hornet', 'What Happens in Vegas', 'Feeling Minnesota', 'A Life Less Ordinary', 'Shrek 2', 'Kuffs', 'Bad Teacher', 'Jimmy Hollywood', 'Any Given Sunday', 'Couples Retreat', "Dolan's Cadillac", 'Head Above Water', 'Soldiers of Fortune', 'Sex Tape', 'The Big Empty', 'Shrek the Halls', 'The Invisible Circus', 'Chef', 'Heathers', 'The Other Woman', 'Who Is Cletis Tout?', 'The Contender', 'Untamed Heart', 'Hard Rain', 'The Box', 'In Her Shoes', 'Knight and Day', 'He Was a Quiet Man', 'Alone in the Dark', 'Broken Arrow', 'Taken 2', 'Being John Malkovich', "There's Something About Mary", 'Vanilla Sky', 'The Counselor', 'Made', 'True Romance', 'The Holiday', 'The River Murders', "Charlie's Angels", 'The Deal', "My Best Friend's Wedding", 'Julian Po', 'Pump Up the Volume', 'Shrek', 'Swingers', 'Beyond the Stars', 'Taken', 'The Name of the Rose', 'Gleaming the Cube', 'Guns, Girls and Gambling', 'Young Guns II', "My Sister's Keeper"]]
Predicted Ans:    The Deal
Predicted Path:   Very Bad Things --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> The Deal
Path (Raw):       Very Bad Things --[starred_actors]--> Christian Slater --[No Operation]--> Christian Slater --[(INV) starred_actors]--> The Deal
Neg LogProb(↓):   0.816602
Path Entropy(↓):  1.623177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by julie delpy
Start Entity:     Julie Delpy
Gold Answer:      [['Daniel Brühl', 'William Hurt', 'Ethan Hawke']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Julie Delpy --[(INV) written_by]--> Before Sunset --[starred_actors]--> Ethan Hawke
Path (Raw):       Julie Delpy --[No Operation]--> Julie Delpy --[(INV) written_by]--> Before Sunset --[starred_actors]--> Ethan Hawke
Neg LogProb(↓):   0.044445
Path Entropy(↓):  0.222661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the lucrezia borgia director
Start Entity:     Lucrezia Borgia
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Lucrezia Borgia --[directed_by]--> Abel Gance --[(INV) directed_by]--> J'accuse! --[has_genre]--> War
Path (Raw):       Lucrezia Borgia --[directed_by]--> Abel Gance --[(INV) directed_by]--> J'accuse! --[has_genre]--> War
Neg LogProb(↓):   0.003294
Path Entropy(↓):  0.022082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the lifeguard
Start Entity:     The Lifeguard
Gold Answer:      [['You Again', 'Pulse', 'Veronica Mars', 'Forgetting Sarah Marshall', 'Frozen', 'Hit and Run', 'When in Rome', "Gracie's Choice", 'Serious Moonlight']]
Predicted Ans:    Frozen
Predicted Path:   The Lifeguard --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Frozen
Path (Raw):       The Lifeguard --[starred_actors]--> Kristen Bell --[No Operation]--> Kristen Bell --[(INV) starred_actors]--> Frozen
Neg LogProb(↓):   1.198023
Path Entropy(↓):  1.882215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in dream a little dream
Start Entity:     Dream a Little Dream
Gold Answer:      [['1980', '1970', '2008', '1959', '1993', '2006', '1985', '1967', '1977', '1968', '2004', '1994', '1983', '1995', '1976', '1971', '1989', '1961', '2013', '1962', '1988', '1978', '1997', '1966', '1929', '1952']]
Predicted Ans:    1968
Predicted Path:   Dream a Little Dream --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       Dream a Little Dream --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.727998
Path Entropy(↓):  1.898078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of suspicious river
Start Entity:     Suspicious River
Gold Answer:      [['Molly Parker', 'Peter Outerbridge']]
Predicted Ans:    Molly Parker
Predicted Path:   Suspicious River --[directed_by]--> Lynne Stopkewich --[(INV) directed_by]--> Kissed --[starred_actors]--> Molly Parker
Path (Raw):       Suspicious River --[directed_by]--> Lynne Stopkewich --[(INV) directed_by]--> Kissed --[starred_actors]--> Molly Parker
Neg LogProb(↓):   0.042858
Path Entropy(↓):  0.180098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did christoforos papakaliatis write
Start Entity:     Christoforos Papakaliatis
Gold Answer:      [['What If...']]
Predicted Ans:    What If...
Predicted Path:   Christoforos Papakaliatis --[(INV) written_by]--> What If... --[written_by]--> Christoforos Papakaliatis --[(INV) written_by]--> What If...
Path (Raw):       Christoforos Papakaliatis --[(INV) written_by]--> What If... --[written_by]--> Christoforos Papakaliatis --[(INV) written_by]--> What If...
Neg LogProb(↓):   0.000318
Path Entropy(↓):  0.002937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by karl vollmoller
Start Entity:     Karl Vollmöller
Gold Answer:      [['1930']]
Predicted Ans:    1930
Predicted Path:   Karl Vollmöller --[(INV) written_by]--> The Blue Angel --[release_year]--> 1930
Path (Raw):       Karl Vollmöller --[No Operation]--> Karl Vollmöller --[(INV) written_by]--> The Blue Angel --[release_year]--> 1930
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of a simple twist of fate also wrote which movies
Start Entity:     A Simple Twist of Fate
Gold Answer:      [['The Pink Panther 2', 'Traitor', '¡Three Amigos!', 'Bowfinger', "Dead Men Don't Wear Plaid", 'The Jerk', 'The Pink Panther', 'L.A. Story', 'Roxanne', 'Shopgirl', 'The Man with Two Brains']]
Predicted Ans:    Dead Men Don't Wear Plaid
Predicted Path:   A Simple Twist of Fate --[written_by]--> Steve Martin --[(INV) written_by]--> Dead Men Don't Wear Plaid
Path (Raw):       A Simple Twist of Fate --[written_by]--> Steve Martin --[(INV) written_by]--> Dead Men Don't Wear Plaid --[No Operation]--> Dead Men Don't Wear Plaid
Neg LogProb(↓):   1.339844
Path Entropy(↓):  1.785732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the raven
Start Entity:     The Raven
Gold Answer:      [['Savage Steve Holland', 'Stephen Frears', 'Cecil B. DeMille', 'Charles Lamont', 'Norman Taurog', 'Clint Eastwood', 'Antonia Bird', 'Charles Brabin', 'John Badham', 'Don Bluth', "Thaddeus O'Sullivan", 'Gordon Hessler', 'Otto Preminger', 'John M. Stahl', 'Aki Kaurismäki', 'William Butler', 'Michael Reeves', 'Tod Browning', 'Elliott Nugent', 'Ramón Menéndez', 'Spike Jonze', 'Samuel Fuller', 'Mario Bava', 'David Brooks', 'Vicente Aranda', 'Steven Quale', 'Don Siegel', "Morgan O'Neill", 'John Farrow', 'Frank McDonald', 'Scott Walker', 'Edwin L. Marin', 'Joseph Pevney', 'Robert Day', 'Steve Miner', 'Josef von Sternberg', 'Rowland V. Lee', 'Terry O. Morse', 'Robert Wise', 'Fritz Lang', 'Mike Newell', 'George Armitage', 'James Mangold', 'Irwin Allen', 'Richard Fleischer', 'Roy Ward Baker', 'Clyde Bruckman', 'Mikael Håfström', 'Harold Becker', 'Terence Fisher', 'Robert Fuest', 'Douglas Sirk', 'Joe May', 'Joshua Seftel', 'Preston A. Whitmore II', 'Herbert Ross', 'Jim Field Smith', 'David Cronenberg', 'Kasper Barfoed', 'Peter Chelsom', 'Lindsay Anderson', 'Ubaldo Ragona', 'Sidney Lumet', 'James Whale', 'Tim Burton', 'Bill Fishman', 'Roland West', 'Crane Wilbur', 'Dibakar Banerjee', 'Joseph H. Lewis', 'Joseph L. Mankiewicz', 'Richard Whorf', 'Don McKellar', 'Buster Keaton', 'Gregory Ratoff', 'Steve Pink', 'Rouben Mamoulian', 'Roy Del Ruth', 'Karl Freund', 'Roland Emmerich', 'Erle C. Kenton', 'J. Searle Dawley', 'William Malone', 'Michael Curtiz', 'Stephen Sommers', 'Alan Parker', 'Gary David Goldberg', 'Jean Yarbrough', 'Douglas Hickox', 'Sidney Salkow', 'Joseph Losey', 'Alfred Hitchcock', 'Brad Anderson', 'Reginald Le Borg', 'Tze Chun', 'William Castle', 'Edgar G. Ulmer', 'John Michael McDonagh', 'Bruce Beresford', 'Robert Z. Leonard', 'Roy William Neill', 'Edward Dmytryk', 'Joe Roth', 'Menno Meyjes', 'John Huston', 'Menahem Golan', 'Peter McCarthy', 'Boris Ingster', 'Jim Clark', 'Jean Negulesco', 'Lee Daniels', 'André De Toth', 'Raoul Walsh', 'Nick Grinde', 'John Ford', 'Ken Annakin', 'Mark Robson', 'Gary Goldman', 'John Boorman', 'Anatole Litvak', 'Jacques Tourneur', 'Gary Fleder', 'Jesper Ganslandt', 'Raja Gosnell', 'Norman Foster', 'William Nigh', 'Cameron Crowe', 'Stuart Paton', 'Harold Ramis', 'Roger Corman', 'Robert Florey', 'David Grovic', 'Peter Lorre', 'Rob Reiner']]
Predicted Ans:    Roger Corman
Predicted Path:   The Raven --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       The Raven --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.154655
Path Entropy(↓):  2.655954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie a bell for adano
Start Entity:     A Bell for Adano
Gold Answer:      [['John Hersey']]
Predicted Ans:    John Hersey
Predicted Path:   A Bell for Adano --[written_by]--> John Hersey --[(INV) written_by]--> A Bell for Adano --[written_by]--> John Hersey
Path (Raw):       A Bell for Adano --[written_by]--> John Hersey --[(INV) written_by]--> A Bell for Adano --[written_by]--> John Hersey
Neg LogProb(↓):   0.076284
Path Entropy(↓):  0.262468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in suso cecchi d'amico written films
Start Entity:     Suso Cecchi D'Amico
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Suso Cecchi D'Amico --[(INV) written_by]--> It Started in Naples --[in_language]--> Italian
Path (Raw):       Suso Cecchi D'Amico --[No Operation]--> Suso Cecchi D'Amico --[(INV) written_by]--> It Started in Naples --[in_language]--> Italian
Neg LogProb(↓):   0.000184
Path Entropy(↓):  0.001767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the prince of egypt
Start Entity:     The Prince of Egypt
Gold Answer:      [['Ralph Fiennes', 'Michelle Pfeiffer']]
Predicted Ans:    Ralph Fiennes
Predicted Path:   The Prince of Egypt --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Coriolanus --[starred_actors]--> Ralph Fiennes
Path (Raw):       The Prince of Egypt --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Coriolanus --[starred_actors]--> Ralph Fiennes
Neg LogProb(↓):   0.202862
Path Entropy(↓):  0.506676
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by matt mccoy were in which genres
Start Entity:     Matt McCoy
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Matt McCoy --[(INV) starred_actors]--> Abominable --[has_genre]--> Horror
Path (Raw):       Matt McCoy --[No Operation]--> Matt McCoy --[(INV) starred_actors]--> Abominable --[has_genre]--> Horror
Neg LogProb(↓):   0.073330
Path Entropy(↓):  0.255462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of tom s. parker
Start Entity:     Tom S. Parker
Gold Answer:      [['Steven E. de Souza', 'Jim Jennewein']]
Predicted Ans:    Steven E. de Souza
Predicted Path:   Tom S. Parker --[(INV) written_by]--> The Flintstones --[written_by]--> Steven E. de Souza
Path (Raw):       Tom S. Parker --[No Operation]--> Tom S. Parker --[(INV) written_by]--> The Flintstones --[written_by]--> Steven E. de Souza
Neg LogProb(↓):   0.045848
Path Entropy(↓):  0.221903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the maze
Start Entity:     The Maze
Gold Answer:      [['Brandon Sean Pearson', 'Shalaina Castle', 'Kyle Paul', 'Clare Niederpruem']]
Predicted Ans:    Richard Carlson
Predicted Path:   The Maze --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> It Came from Outer Space --[starred_actors]--> Richard Carlson
Path (Raw):       The Maze --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> It Came from Outer Space --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.505573
Path Entropy(↓):  0.941214
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of danny boyle directed movies
Start Entity:     Danny Boyle
Gold Answer:      [['2000', '1997', '2001', '2008', '2010', '2004', '1996', '1999', '1994', '2013', '2007']]
Predicted Ans:    1994
Predicted Path:   Danny Boyle --[(INV) directed_by]--> Shallow Grave --[release_year]--> 1994
Path (Raw):       Danny Boyle --[No Operation]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[release_year]--> 1994
Neg LogProb(↓):   0.831240
Path Entropy(↓):  1.729759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by oliver hirschbiegel released
Start Entity:     Oliver Hirschbiegel
Gold Answer:      [['2001', '2010']]
Predicted Ans:    2010
Predicted Path:   Oliver Hirschbiegel --[(INV) written_by]--> The Experiment --[release_year]--> 2010
Path (Raw):       Oliver Hirschbiegel --[No Operation]--> Oliver Hirschbiegel --[(INV) written_by]--> The Experiment --[release_year]--> 2010
Neg LogProb(↓):   0.258767
Path Entropy(↓):  0.536847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter nicholas meyer co - wrote films with who
Start Entity:     Nicholas Meyer
Gold Answer:      [['Philip Roth', 'Steve Hayes', 'Karl Alexander']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Nicholas Meyer --[(INV) written_by]--> The Human Stain --[written_by]--> Nicholas Meyer
Path (Raw):       Nicholas Meyer --[No Operation]--> Nicholas Meyer --[(INV) written_by]--> The Human Stain --[written_by]--> Nicholas Meyer
Neg LogProb(↓):   0.416711
Path Entropy(↓):  1.214690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose writers also wrote blue
Start Entity:     Blue
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Blue --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[has_genre]--> Western
Path (Raw):       Blue --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[has_genre]--> Western
Neg LogProb(↓):   0.007697
Path Entropy(↓):  0.045423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the movies that share directors with portrait of jennie in
Start Entity:     Portrait of Jennie
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Portrait of Jennie --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[in_language]--> English
Path (Raw):       Portrait of Jennie --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by agnes hranitzky in
Start Entity:     Ágnes Hranitzky
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ágnes Hranitzky --[(INV) directed_by]--> The Turin Horse --[has_genre]--> Drama
Path (Raw):       Ágnes Hranitzky --[No Operation]--> Ágnes Hranitzky --[(INV) directed_by]--> The Turin Horse --[has_genre]--> Drama
Neg LogProb(↓):   0.022020
Path Entropy(↓):  0.105236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the iron ladies in
Start Entity:     The Iron Ladies
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   The Iron Ladies --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Path (Raw):       The Iron Ladies --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Neg LogProb(↓):   0.695610
Path Entropy(↓):  1.175114
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie over the hedge were in which genres
Start Entity:     Over the Hedge
Gold Answer:      [['Drama', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Over the Hedge --[directed_by]--> Tim Johnson --[(INV) directed_by]--> Home --[has_genre]--> Comedy
Path (Raw):       Over the Hedge --[directed_by]--> Tim Johnson --[(INV) directed_by]--> Home --[has_genre]--> Comedy
Neg LogProb(↓):   0.349994
Path Entropy(↓):  0.660344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mommy were released in which years
Start Entity:     Mommy
Gold Answer:      [['2012', '2013', '2009', '2010']]
Predicted Ans:    2014
Predicted Path:   Mommy --[directed_by]--> Xavier Dolan --[(INV) directed_by]--> Mommy --[release_year]--> 2014
Path (Raw):       Mommy --[directed_by]--> Xavier Dolan --[(INV) directed_by]--> Mommy --[release_year]--> 2014
Neg LogProb(↓):   0.379267
Path Entropy(↓):  0.822620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share screenwriters with the movie the puppet masters were in which languages
Start Entity:     The Puppet Masters
Gold Answer:      [['French', 'Danish', 'Japanese']]
Predicted Ans:    Danish
Predicted Path:   The Puppet Masters --[written_by]--> David S. Goyer --[(INV) written_by]--> The Substitute --[in_language]--> Danish
Path (Raw):       The Puppet Masters --[written_by]--> David S. Goyer --[(INV) written_by]--> The Substitute --[in_language]--> Danish
Neg LogProb(↓):   0.000746
Path Entropy(↓):  0.006639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film honkytonk man were in which genres
Start Entity:     Honkytonk Man
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Fantasy
Predicted Path:   Honkytonk Man --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[has_genre]--> Fantasy
Path (Raw):       Honkytonk Man --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[has_genre]--> Fantasy
Neg LogProb(↓):   0.733511
Path Entropy(↓):  1.069682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of love and pain and the whole damn thing
Start Entity:     Love and Pain and the Whole Damn Thing
Gold Answer:      [['Dustin Hoffman', 'Rebecca Miller', 'Denzel Washington', 'Harrison Ford', 'Kevin Spacey', 'Candice Bergen', 'Jane Fonda', 'James Caan', 'Burt Reynolds', 'Warren Beatty', 'Robert Redford', 'Bonnie Bedelia', 'Brian Dennehy', 'Jason Robards', 'Meryl Streep', 'Kris Kristofferson', 'Mary Elizabeth Mastrantonio', 'Julia Roberts', 'Farrah Fawcett', 'Peter MacNicol', 'Rubén Blades', 'Roy Scheider', 'Liza Minnelli', 'Tim McIntire', 'Wendell Burton', 'Jeff Bridges', 'Charles Durning', 'Jill Clayburgh', 'Donald Sutherland', 'Charles Cioffi', 'Kevin Kline', 'William Daniels', 'Paula Prentiss', 'Brad Pitt', 'Alice Krige']]
Predicted Ans:    Kevin Kline
Predicted Path:   Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Consenting Adults --[starred_actors]--> Kevin Kline
Path (Raw):       Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Consenting Adults --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   1.120950
Path Entropy(↓):  1.911884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer anne holden
Start Entity:     Anne Holden
Gold Answer:      [['Elizabeth McGovern', 'Isabelle Huppert', 'Steve Guttenberg']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Anne Holden --[(INV) written_by]--> The Bedroom Window --[starred_actors]--> Isabelle Huppert
Path (Raw):       Anne Holden --[No Operation]--> Anne Holden --[(INV) written_by]--> The Bedroom Window --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.012120
Path Entropy(↓):  0.065537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is the fallen
Start Entity:     The Fallen
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   The Fallen --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Path (Raw):       The Fallen --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Neg LogProb(↓):   1.587154
Path Entropy(↓):  2.320355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the north avenue irregulars were released in which years
Start Entity:     The North Avenue Irregulars
Gold Answer:      [['1976', '1974']]
Predicted Ans:    1976
Predicted Path:   The North Avenue Irregulars --[written_by]--> Don Tait --[(INV) written_by]--> The Shaggy D.A. --[release_year]--> 1976
Path (Raw):       The North Avenue Irregulars --[written_by]--> Don Tait --[(INV) written_by]--> The Shaggy D.A. --[release_year]--> 1976
Neg LogProb(↓):   0.039893
Path Entropy(↓):  0.201358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john bruno directed movies
Start Entity:     John Bruno
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   John Bruno --[(INV) directed_by]--> Virus --[release_year]--> 1999
Path (Raw):       John Bruno --[No Operation]--> John Bruno --[(INV) directed_by]--> Virus --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with at midnight i'll take your soul fall under
Start Entity:     At Midnight I'll Take Your Soul
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   At Midnight I'll Take Your Soul --[written_by]--> José Mojica Marins --[(INV) written_by]--> Embodiment of Evil --[has_genre]--> Horror
Path (Raw):       At Midnight I'll Take Your Soul --[written_by]--> José Mojica Marins --[(INV) written_by]--> Embodiment of Evil --[has_genre]--> Horror
Neg LogProb(↓):   0.001359
Path Entropy(↓):  0.010508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with amy locane
Start Entity:     Amy Locane
Gold Answer:      [['Alicia Witt', 'Polly Bergen', 'Johnny Depp', 'Luke Wilson', 'Susan Tyrrell', 'Dennis Hopper', 'Amy Irving', 'Brittany Murphy']]
Predicted Ans:    Susan Tyrrell
Predicted Path:   Amy Locane --[(INV) starred_actors]--> Cry-Baby --[starred_actors]--> Susan Tyrrell
Path (Raw):       Amy Locane --[No Operation]--> Amy Locane --[(INV) starred_actors]--> Cry-Baby --[starred_actors]--> Susan Tyrrell
Neg LogProb(↓):   0.297719
Path Entropy(↓):  0.791943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with velvet goldmine fall under
Start Entity:     Velvet Goldmine
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Velvet Goldmine --[directed_by]--> Todd Haynes --[(INV) directed_by]--> Safe --[has_genre]--> Drama
Path (Raw):       Velvet Goldmine --[directed_by]--> Todd Haynes --[(INV) directed_by]--> Safe --[has_genre]--> Drama
Neg LogProb(↓):   0.130237
Path Entropy(↓):  0.489182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the incredible hulk released
Start Entity:     The Incredible Hulk
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The Incredible Hulk --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       The Incredible Hulk --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.608177
Path Entropy(↓):  4.202977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of sleeping with other people were directed by who
Start Entity:     Sleeping with Other People
Gold Answer:      [['Leslye Headland']]
Predicted Ans:    Leslye Headland
Predicted Path:   Sleeping with Other People --[written_by]--> Leslye Headland --[(INV) written_by]--> Bachelorette --[directed_by]--> Leslye Headland
Path (Raw):       Sleeping with Other People --[written_by]--> Leslye Headland --[(INV) written_by]--> Bachelorette --[directed_by]--> Leslye Headland
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by a gathering of old men writers release
Start Entity:     A Gathering of Old Men
Gold Answer:      [['1974', '1999']]
Predicted Ans:    1987
Predicted Path:   A Gathering of Old Men --[written_by]--> Ernest J. Gaines --[(INV) written_by]--> A Gathering of Old Men --[release_year]--> 1987
Path (Raw):       A Gathering of Old Men --[written_by]--> Ernest J. Gaines --[(INV) written_by]--> A Gathering of Old Men --[release_year]--> 1987
Neg LogProb(↓):   0.157061
Path Entropy(↓):  0.507155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films starred by cherrie ying in
Start Entity:     Cherrie Ying
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Cherrie Ying --[(INV) starred_actors]--> Throw Down --[in_language]--> Japanese
Path (Raw):       Cherrie Ying --[No Operation]--> Cherrie Ying --[(INV) starred_actors]--> Throw Down --[in_language]--> Japanese
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in ella enchanted also appears in which movies
Start Entity:     Ella Enchanted
Gold Answer:      [['The Sleeping Dictionary', 'Rachel Getting Married', 'The Other Side of Heaven', 'The Princess Diaries', 'Adam', 'One Day', 'Havoc', 'Becoming Jane', 'Get Smart', 'Martha Marcy May Marlene', 'Bride Wars', 'Hysteria', 'The Devil Wears Prada', 'Confessions of a Shopaholic', 'Hoodwinked!', 'Les Misérables', 'Alice in Wonderland', 'Passengers']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Ella Enchanted --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Ella Enchanted --[starred_actors]--> Anne Hathaway --[No Operation]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.088298
Path Entropy(↓):  0.356921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of joan lindsay written films
Start Entity:     Joan Lindsay
Gold Answer:      [['Peter Weir']]
Predicted Ans:    Peter Weir
Predicted Path:   Joan Lindsay --[(INV) written_by]--> Picnic at Hanging Rock --[directed_by]--> Peter Weir
Path (Raw):       Joan Lindsay --[No Operation]--> Joan Lindsay --[(INV) written_by]--> Picnic at Hanging Rock --[directed_by]--> Peter Weir
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of hierro
Start Entity:     Hierro
Gold Answer:      [['Antonio Banderas', 'Melanie Griffith', 'Birgitte Hjort Sørensen', 'Dylan McDermott']]
Predicted Ans:    Melanie Griffith
Predicted Path:   Hierro --[directed_by]--> Gabe Ibáñez --[(INV) directed_by]--> Autómata --[starred_actors]--> Melanie Griffith
Path (Raw):       Hierro --[directed_by]--> Gabe Ibáñez --[(INV) directed_by]--> Autómata --[starred_actors]--> Melanie Griffith
Neg LogProb(↓):   0.662770
Path Entropy(↓):  1.058006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote body of evidence
Start Entity:     Body of Evidence
Gold Answer:      [['Brad Mirman', 'Carl Schenkel']]
Predicted Ans:    Brad Mirman
Predicted Path:   Body of Evidence --[written_by]--> Brad Mirman --[(INV) written_by]--> Shadows in the Sun --[directed_by]--> Brad Mirman
Path (Raw):       Body of Evidence --[written_by]--> Brad Mirman --[(INV) written_by]--> Shadows in the Sun --[directed_by]--> Brad Mirman
Neg LogProb(↓):   0.668066
Path Entropy(↓):  0.733521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film ruby cairo
Start Entity:     Ruby Cairo
Gold Answer:      [['John Fusco', 'Richard Eyre', 'Paul Haggis', 'Lawrence Block', 'Didier Van Cauwelaert', 'Stephen J. Cannell', 'Raymond Carver', 'Frank Barhydt', 'Yam Laranas', 'Rosellen Brown', 'Simon Moore', 'John Kerr', 'Danny Rubin', 'Takeshi Kitano', 'Neil Jordan', 'Sam Raimi', 'Steve Sharon', 'Ian Mackenzie Jeffers', 'Thomas Keneally', 'Takashige Ichise', 'Max Strom', 'John Allen Nelson', 'Mark Handley', 'Nelson Gidding', 'James B. Harris', 'Susan Isaacs', 'Scott Frank', 'David Seltzer', 'Brian Bloom', 'Frank Lupo', 'Yolande Turner', 'Alec Sulkin', 'Wellesley Wild', 'Seth MacFarlane', 'Cormac McCarthy', 'Markus Schleinzer', 'Sue Miller', 'Josh Olson', 'Bill Condon', 'Vince Locke', 'Craig Brewer', 'Nora Ephron', 'John McKay', 'Christopher Hampton', 'Joe Penhall', 'Eric Blakeney', 'Hossein Amini', 'Patricia Highsmith', 'Luc Besson', 'Ken Friedman', 'Robert Altman', 'Dan Mazeau', 'Christopher Nolan', 'David S. Goyer', 'Ingmar Bergman', 'Wim Wenders', 'Frederick Knott', 'Alison Maclean', 'Atom Egoyan', 'Peter Lepeniotis', 'Lorne Cameron', 'John Wagner', 'Shirley Jackson', 'Philip Ridley', 'Bruce Willis', 'Albert Brooks', 'Joe Carnahan', 'Edith Wharton', 'Steven Zaillian', 'Patrick Smith Kelly', 'Peter Weir', 'Harold Ramis', 'John Wainwright', 'Erin Cressida Wilson', 'Anne Fontaine', 'David Von Ancken', 'Abby Everett Jaques', 'Robert Mark Kamen', 'Michael Jenning']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Ruby Cairo --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Path (Raw):       Ruby Cairo --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Neg LogProb(↓):   1.404693
Path Entropy(↓):  2.253269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was michael goi a writer on
Start Entity:     Michael Goi
Gold Answer:      [['Megan Is Missing']]
Predicted Ans:    Megan Is Missing
Predicted Path:   Michael Goi --[(INV) written_by]--> Megan Is Missing --[written_by]--> Michael Goi --[(INV) written_by]--> Megan Is Missing
Path (Raw):       Michael Goi --[(INV) written_by]--> Megan Is Missing --[written_by]--> Michael Goi --[(INV) written_by]--> Megan Is Missing
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of aftershock
Start Entity:     Aftershock
Gold Answer:      [['RZA', 'Eli Roth']]
Predicted Ans:    Eli Roth
Predicted Path:   Aftershock --[written_by]--> Eli Roth --[(INV) written_by]--> Hostel --[directed_by]--> Eli Roth
Path (Raw):       Aftershock --[written_by]--> Eli Roth --[(INV) written_by]--> Hostel --[directed_by]--> Eli Roth
Neg LogProb(↓):   0.822155
Path Entropy(↓):  1.266553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by lisa orgolini in
Start Entity:     Lisa Orgolini
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Lisa Orgolini --[(INV) starred_actors]--> Trick or Treat --[has_genre]--> Horror
Path (Raw):       Lisa Orgolini --[No Operation]--> Lisa Orgolini --[(INV) starred_actors]--> Trick or Treat --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by charlie stratton
Start Entity:     Charlie Stratton
Gold Answer:      [['Will Tiao', 'James Van Der Beek', 'Oscar Isaac', 'Elizabeth Olsen', 'Jessica Lange', 'Tom Felton']]
Predicted Ans:    James Van Der Beek
Predicted Path:   Charlie Stratton --[(INV) written_by]--> Formosa Betrayed --[starred_actors]--> James Van Der Beek
Path (Raw):       Charlie Stratton --[No Operation]--> Charlie Stratton --[(INV) written_by]--> Formosa Betrayed --[starred_actors]--> James Van Der Beek
Neg LogProb(↓):   0.000367
Path Entropy(↓):  0.003494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by simon wells starred which actors
Start Entity:     Simon Wells
Gold Answer:      [['Seth Green']]
Predicted Ans:    Seth Green
Predicted Path:   Simon Wells --[(INV) written_by]--> Mars Needs Moms --[starred_actors]--> Seth Green
Path (Raw):       Simon Wells --[No Operation]--> Simon Wells --[(INV) written_by]--> Mars Needs Moms --[starred_actors]--> Seth Green
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by hurd hatfield fall under
Start Entity:     Hurd Hatfield
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[has_genre]--> Drama
Path (Raw):       Hurd Hatfield --[No Operation]--> Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[has_genre]--> Drama
Neg LogProb(↓):   0.835783
Path Entropy(↓):  0.685941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by ian hislop fall under
Start Entity:     Ian Hislop
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ian Hislop --[(INV) written_by]--> A Bunch of Amateurs --[has_genre]--> Comedy
Path (Raw):       Ian Hislop --[No Operation]--> Ian Hislop --[(INV) written_by]--> A Bunch of Amateurs --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film theodora goes wild were released in which years
Start Entity:     Theodora Goes Wild
Gold Answer:      [['1995', '1998', '1934', '1936', '1935', '2012', '1937', '1958']]
Predicted Ans:    1935
Predicted Path:   Theodora Goes Wild --[directed_by]--> Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[release_year]--> 1935
Path (Raw):       Theodora Goes Wild --[directed_by]--> Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[release_year]--> 1935
Neg LogProb(↓):   1.417222
Path Entropy(↓):  1.907798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by pablo proenza
Start Entity:     Pablo Proenza
Gold Answer:      [['Lupe Ontiveros', 'David Chisum', 'Lisa Vidal', 'Joshua Pelegrin']]
Predicted Ans:    David Chisum
Predicted Path:   Pablo Proenza --[(INV) directed_by]--> Dark Mirror --[starred_actors]--> David Chisum
Path (Raw):       Pablo Proenza --[No Operation]--> Pablo Proenza --[(INV) directed_by]--> Dark Mirror --[starred_actors]--> David Chisum
Neg LogProb(↓):   0.666869
Path Entropy(↓):  1.055279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter pascale ferran
Start Entity:     Pascale Ferran
Gold Answer:      [['Marina Hands']]
Predicted Ans:    Marina Hands
Predicted Path:   Pascale Ferran --[(INV) written_by]--> Lady Chatterley --[starred_actors]--> Marina Hands
Path (Raw):       Pascale Ferran --[No Operation]--> Pascale Ferran --[(INV) written_by]--> Lady Chatterley --[starred_actors]--> Marina Hands
Neg LogProb(↓):   0.000707
Path Entropy(↓):  0.005848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in runaway
Start Entity:     Runaway
Gold Answer:      [['2003', '1992', '1993', '1974', '1984', '2010', '2004', '1982', '2014', '1983', '1995', '2001', '1990', '1989', '1988', '1997', '1960', '1987', '1986']]
Predicted Ans:    1989
Predicted Path:   Runaway --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Path (Raw):       Runaway --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Neg LogProb(↓):   0.646075
Path Entropy(↓):  1.437158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did rachel true star in
Start Entity:     Rachel True
Gold Answer:      [['Nowhere', 'The Craft']]
Predicted Ans:    Nowhere
Predicted Path:   Rachel True --[(INV) starred_actors]--> Nowhere --[starred_actors]--> Rachel True --[(INV) starred_actors]--> Nowhere
Path (Raw):       Rachel True --[(INV) starred_actors]--> Nowhere --[starred_actors]--> Rachel True --[(INV) starred_actors]--> Nowhere
Neg LogProb(↓):   0.718874
Path Entropy(↓):  1.612053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in ned kelly
Start Entity:     Ned Kelly
Gold Answer:      [['Heath Ledger']]
Predicted Ans:    Mick Jagger
Predicted Path:   Ned Kelly --[starred_actors]--> Mick Jagger --[(INV) starred_actors]--> Ned Kelly --[starred_actors]--> Mick Jagger
Path (Raw):       Ned Kelly --[starred_actors]--> Mick Jagger --[(INV) starred_actors]--> Ned Kelly --[starred_actors]--> Mick Jagger
Neg LogProb(↓):   0.542491
Path Entropy(↓):  1.147147
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film forsaking all others
Start Entity:     Forsaking All Others
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   Forsaking All Others --[release_year]--> 1934 --[(INV) release_year]--> Operator 13 --[release_year]--> 1934
Path (Raw):       Forsaking All Others --[release_year]--> 1934 --[(INV) release_year]--> Operator 13 --[release_year]--> 1934
Neg LogProb(↓):   2.039743
Path Entropy(↓):  3.407774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of brad johnson acted films
Start Entity:     Brad Johnson
Gold Answer:      [['Stephen Coonts']]
Predicted Ans:    good
Predicted Path:   Brad Johnson --[(INV) starred_actors]--> Always --[has_imdb_rating]--> good
Path (Raw):       Brad Johnson --[No Operation]--> Brad Johnson --[(INV) starred_actors]--> Always --[has_imdb_rating]--> good
Neg LogProb(↓):   0.413193
Path Entropy(↓):  0.675624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - starred with jared kusnitz
Start Entity:     Jared Kusnitz
Gold Answer:      [['Chandler Darby', 'Greyson Chadwick', 'Carissa Capobianco']]
Predicted Ans:    Jared Kusnitz
Predicted Path:   Jared Kusnitz --[(INV) starred_actors]--> Dance of the Dead --[starred_actors]--> Jared Kusnitz
Path (Raw):       Jared Kusnitz --[No Operation]--> Jared Kusnitz --[(INV) starred_actors]--> Dance of the Dead --[starred_actors]--> Jared Kusnitz
Neg LogProb(↓):   0.067966
Path Entropy(↓):  0.243498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of cadillac man is also the director of which movies
Start Entity:     Cadillac Man
Gold Answer:      [['Seeking Justice', "Dante's Peak", 'White Sands', 'The Recruit', 'Species', 'The Bounty', 'The November Man', 'Cocktail', 'The Bank Job', 'Thirteen Days', "The World's Fastest Indian", 'The Getaway']]
Predicted Ans:    The Getaway
Predicted Path:   Cadillac Man --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway
Path (Raw):       Cadillac Man --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[No Operation]--> The Getaway
Neg LogProb(↓):   0.091732
Path Entropy(↓):  0.459537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by pam brady fall under
Start Entity:     Pam Brady
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pam Brady --[(INV) written_by]--> Hamlet 2 --[has_genre]--> Comedy
Path (Raw):       Pam Brady --[No Operation]--> Pam Brady --[(INV) written_by]--> Hamlet 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.084738
Path Entropy(↓):  0.281805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in haunted
Start Entity:     Haunted
Gold Answer:      [['Kate Beckinsale', 'John Gielgud', 'Aidan Quinn', 'Anthony Andrews']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   Haunted --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Cold Comfort Farm --[starred_actors]--> Kate Beckinsale
Path (Raw):       Haunted --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Cold Comfort Farm --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.204553
Path Entropy(↓):  0.539755
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of combat shock
Start Entity:     Combat Shock
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2011
Predicted Path:   Combat Shock --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre --[release_year]--> 2011
Path (Raw):       Combat Shock --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre --[release_year]--> 2011
Neg LogProb(↓):   0.001743
Path Entropy(↓):  0.013316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is demon wind in
Start Entity:     Demon Wind
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Demon Wind --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Demon Wind --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.509306
Path Entropy(↓):  3.745903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by melanie papalia
Start Entity:     Melanie Papalia
Gold Answer:      [['Colin Minihan', 'Nacho Vigalondo', 'Zachary Donohue']]
Predicted Ans:    Nacho Vigalondo
Predicted Path:   Melanie Papalia --[(INV) starred_actors]--> Extraterrestrial --[directed_by]--> Nacho Vigalondo
Path (Raw):       Melanie Papalia --[No Operation]--> Melanie Papalia --[(INV) starred_actors]--> Extraterrestrial --[directed_by]--> Nacho Vigalondo
Neg LogProb(↓):   0.024516
Path Entropy(↓):  0.120238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film dragonslayer
Start Entity:     Dragonslayer
Gold Answer:      [['Don Sharp', 'Carol Reed', 'William Wyler', 'Shekhar Kapur', 'William Cameron Menzies', 'Freddie Francis', 'Tim Whelan', 'Zoltan Korda', 'Alan J. Pakula']]
Predicted Ans:    Don Sharp
Predicted Path:   Dragonslayer --[starred_actors]--> Ralph Richardson --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Don Sharp
Path (Raw):       Dragonslayer --[starred_actors]--> Ralph Richardson --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Don Sharp
Neg LogProb(↓):   0.811788
Path Entropy(↓):  1.428150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the young poisoner's handbook
Start Entity:     The Young Poisoner's Handbook
Gold Answer:      [['murder']]
Predicted Ans:    murder
Predicted Path:   The Young Poisoner's Handbook --[has_tags]--> murder --[(INV) has_tags]--> The Horribly Slow Murderer with the Extremely Inefficient Weapon --[has_tags]--> murder
Path (Raw):       The Young Poisoner's Handbook --[has_tags]--> murder --[(INV) has_tags]--> The Horribly Slow Murderer with the Extremely Inefficient Weapon --[has_tags]--> murder
Neg LogProb(↓):   0.011413
Path Entropy(↓):  0.079651
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with anna drijver
Start Entity:     Anna Drijver
Gold Answer:      [['Karina Smulders']]
Predicted Ans:    Anna Drijver
Predicted Path:   Anna Drijver --[(INV) starred_actors]--> Bride Flight --[starred_actors]--> Anna Drijver
Path (Raw):       Anna Drijver --[No Operation]--> Anna Drijver --[(INV) starred_actors]--> Bride Flight --[starred_actors]--> Anna Drijver
Neg LogProb(↓):   0.001140
Path Entropy(↓):  0.008859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in roald dahl written movies
Start Entity:     Roald Dahl
Gold Answer:      [['Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   Roald Dahl --[(INV) written_by]--> 36 Hours --[in_language]--> German
Path (Raw):       Roald Dahl --[No Operation]--> Roald Dahl --[(INV) written_by]--> 36 Hours --[in_language]--> German
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie march of the penguins
Start Entity:     March of the Penguins
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   March of the Penguins --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       March of the Penguins --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.181952
Path Entropy(↓):  3.031054
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the trip to bountiful
Start Entity:     The Trip to Bountiful
Gold Answer:      [['Vanessa Williams', 'Cicely Tyson']]
Predicted Ans:    Carlin Glynn
Predicted Path:   The Trip to Bountiful --[starred_actors]--> Carlin Glynn --[(INV) starred_actors]--> The Trip to Bountiful --[starred_actors]--> Carlin Glynn
Path (Raw):       The Trip to Bountiful --[starred_actors]--> Carlin Glynn --[(INV) starred_actors]--> The Trip to Bountiful --[starred_actors]--> Carlin Glynn
Neg LogProb(↓):   0.451700
Path Entropy(↓):  1.256697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the movie thunderheart
Start Entity:     Thunderheart
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Thunderheart --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       Thunderheart --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.138040
Path Entropy(↓):  4.665233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in girlfight
Start Entity:     Girlfight
Gold Answer:      [['Rob Cohen', 'John Ireland', 'John Stockwell', 'Vin Diesel', 'Lee Davis', 'Clark Johnson']]
Predicted Ans:    Rob Cohen
Predicted Path:   Girlfight --[starred_actors]--> Michelle Rodriguez --[(INV) starred_actors]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Path (Raw):       Girlfight --[starred_actors]--> Michelle Rodriguez --[(INV) starred_actors]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Neg LogProb(↓):   0.023672
Path Entropy(↓):  0.135037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of robert festinger
Start Entity:     Robert Festinger
Gold Answer:      [['Todd Field', 'Andre Dubus', 'Hal Hartley', 'Andy Bellin']]
Predicted Ans:    Hal Hartley
Predicted Path:   Robert Festinger --[(INV) written_by]--> Trust --[written_by]--> Hal Hartley
Path (Raw):       Robert Festinger --[No Operation]--> Robert Festinger --[(INV) written_by]--> Trust --[written_by]--> Hal Hartley
Neg LogProb(↓):   0.008709
Path Entropy(↓):  0.051337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with damian lee
Start Entity:     Damian Lee
Gold Answer:      [['David Mitchell']]
Predicted Ans:    Damian Lee
Predicted Path:   Damian Lee --[(INV) written_by]--> Agent Red --[written_by]--> Damian Lee
Path (Raw):       Damian Lee --[No Operation]--> Damian Lee --[(INV) written_by]--> Agent Red --[written_by]--> Damian Lee
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie monster's ball
Start Entity:     Monster's Ball
Gold Answer:      [['David Magee', 'Aislinn Hunter', 'Marc Forster', 'Khaled Hosseini', 'Wiebke von Carolsfeld', 'Paul Haggis', 'Matthew Michael Carnahan', 'Jason Keller', 'Max Brooks', 'Drew Goddard', 'Allan Knee', 'Neal Purvis', 'Damon Lindelof', 'Robert Wade', 'J. Michael Straczynski', 'David Benioff']]
Predicted Ans:    Aislinn Hunter
Predicted Path:   Monster's Ball --[directed_by]--> Marc Forster --[(INV) directed_by]--> Stay --[written_by]--> Aislinn Hunter
Path (Raw):       Monster's Ball --[directed_by]--> Marc Forster --[(INV) directed_by]--> Stay --[written_by]--> Aislinn Hunter
Neg LogProb(↓):   0.955673
Path Entropy(↓):  1.534694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with knights of the round table fall under
Start Entity:     Knights of the Round Table
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Knights of the Round Table --[written_by]--> Talbot Jennings --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       Knights of the Round Table --[written_by]--> Talbot Jennings --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   1.116923
Path Entropy(↓):  1.681249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie ultraviolet released
Start Entity:     Ultraviolet
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Ultraviolet --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Ultraviolet --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.871752
Path Entropy(↓):  4.669045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with lilith fall under
Start Entity:     Lilith
Gold Answer:      [['Drama', 'War', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Lilith --[written_by]--> Robert Rossen --[(INV) written_by]--> The Hustler --[has_genre]--> Drama
Path (Raw):       Lilith --[written_by]--> Robert Rossen --[(INV) written_by]--> The Hustler --[has_genre]--> Drama
Neg LogProb(↓):   0.171621
Path Entropy(↓):  0.559045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did richard durham write
Start Entity:     Richard Durham
Gold Answer:      [['The Greatest']]
Predicted Ans:    The Greatest
Predicted Path:   Richard Durham --[(INV) written_by]--> The Greatest --[written_by]--> Muhammad Ali --[(INV) written_by]--> The Greatest
Path (Raw):       Richard Durham --[(INV) written_by]--> The Greatest --[written_by]--> Muhammad Ali --[(INV) written_by]--> The Greatest
Neg LogProb(↓):   0.006288
Path Entropy(↓):  0.040960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film gorky park are directed by who
Start Entity:     Gorky Park
Gold Answer:      [['William Dieterle', 'Edward Dmytryk', 'Aleksandr Gordon', 'Marika Beiku', 'Dick Maas', 'Stuart Rosenberg', 'Ted Kotcheff', 'Menahem Golan', 'Louis Leterrier', 'Yves Boisset', 'Woody Allen', 'Mark Palansky', 'Richard Franklin', 'Dylan Mohan Gray', 'Sean Penn', 'Peter Greenaway', 'Alex Proyas', 'Ron Howard', 'Andrei Tarkovsky', 'Udayan Prasad', 'Henry Bean', 'Jan Pinkava', 'James L. Brooks', 'Robert Aldrich', 'Julie Delpy', 'Elliot Silverstein', 'John Ford', 'John Boorman', 'Lawrence Kasdan', 'Stanley Kramer', 'Budd Boetticher', 'Randa Haines', 'Ken Russell', 'Dan Curtis', 'John Penney', 'Chad Lowe', 'John Mackenzie', 'Markus Schleinzer', 'Matthew Leutwyler', 'Julie Gavras', 'Bruce A. Evans', 'Brad Bird', 'Carroll Ballard', 'Samuel Fuller', 'Marco Martins', 'Joshua Logan', 'David Cronenberg', 'Fred Cavayé', 'Sidney Lumet', 'Don Siegel', 'John Flynn', 'Pete Travis', 'Stephen Hopkins', 'Robert Siodmak', 'Peter Yates', 'Ralph Levy', 'Nora Ephron', 'Richard Brooks', 'Michael Ritchie', 'Carl Franklin', 'Arthur Hiller', 'Alan J. Pakula', 'Josh Klausner']]
Predicted Ans:    Ralph Levy
Predicted Path:   Gorky Park --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[directed_by]--> Ralph Levy
Path (Raw):       Gorky Park --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[directed_by]--> Ralph Levy
Neg LogProb(↓):   0.904821
Path Entropy(↓):  1.978517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the beast with five fingers
Start Entity:     The Beast with Five Fingers
Gold Answer:      [['W. Somerset Maugham', 'Fritz Lang', 'Israel Zangwill', 'Dashiell Hammett', 'Joseph Anthony', 'John Huston', 'Paul Jarrico', 'Irwin Allen', 'Curt Siodmak', 'Menahem Golan', 'Ulli Lommel', 'Abe Burrows', 'Leueen MacGrath', 'Allen Vincent', "Thomas Edward O'Connell", 'Arthur Levinson', 'David Mamet', 'Melchior Lengyel', 'Aki Kaurismäki', 'Maurice Renard', 'Ben Livingston', 'Hannah Shakespeare', 'Brown Holmes', 'Maude Fulton', 'Jules Verne', 'Frank Gruber', 'Richard Matheson', 'Paula Milne', 'Jack Rose', 'William Templeton', 'John Garden', 'Edmund Beloin', 'Norman Foster', 'Charles Bennett', 'Edgar Allan Poe', 'Philip MacDonald', 'Vicente Aranda', 'S.K. Lauren', 'Fyodor Dostoevsky', 'Eric Ambler', 'Thea von Harbou', 'Howard Koch', 'John P. Marquand', 'George S. Kaufman', 'Barry Reed', 'W.R. Burnett', 'Peter Milne', 'Peter Lorre']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Beast with Five Fingers --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       The Beast with Five Fingers --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.659143
Path Entropy(↓):  2.373241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed weary river
Start Entity:     Weary River
Gold Answer:      [['Errol Flynn', 'Trevor Howard', 'Fred MacMurray', 'Claudette Colbert', 'Ronald Colman', 'Clark Gable', 'Charles Laughton', 'Marlon Brando', 'Basil Rathbone', 'Frances Dee']]
Predicted Ans:    Errol Flynn
Predicted Path:   Weary River --[directed_by]--> Frank Lloyd --[(INV) directed_by]--> The Sea Hawk --[starred_actors]--> Errol Flynn
Path (Raw):       Weary River --[directed_by]--> Frank Lloyd --[(INV) directed_by]--> The Sea Hawk --[starred_actors]--> Errol Flynn
Neg LogProb(↓):   0.571759
Path Entropy(↓):  0.700356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the go - getter were in which genres
Start Entity:     The Go-Getter
Gold Answer:      [['Family', 'Drama', 'Animation', 'Comedy', 'Horror', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   The Go-Getter --[starred_actors]--> Lou Taylor Pucci --[(INV) starred_actors]--> Brotherhood --[has_genre]--> Thriller
Path (Raw):       The Go-Getter --[starred_actors]--> Lou Taylor Pucci --[(INV) starred_actors]--> Brotherhood --[has_genre]--> Thriller
Neg LogProb(↓):   0.409557
Path Entropy(↓):  1.030856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of walkabout also directed which films
Start Entity:     Walkabout
Gold Answer:      [['The Witches', 'Performance', 'Insignificance', 'Castaway', 'Two Deaths', 'Eureka', 'Full Body Massage', "Don't Look Now", 'Track 29', 'Bad Timing', 'Samson and Delilah', 'The Man Who Fell to Earth']]
Predicted Ans:    Castaway
Predicted Path:   Walkabout --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway
Path (Raw):       Walkabout --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[No Operation]--> Castaway
Neg LogProb(↓):   0.209146
Path Entropy(↓):  0.847341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by philipp stolzl
Start Entity:     Philipp Stölzl
Gold Answer:      [['Alexander Fehling', 'Aaron Eckhart', 'Liana Liberato', 'Olga Kurylenko', 'Benno Fürmann', 'Florian Lukas', 'Moritz Bleibtreu', 'Johanna Wokalek', 'Miriam Stein']]
Predicted Ans:    Moritz Bleibtreu
Predicted Path:   Philipp Stölzl --[(INV) directed_by]--> Young Goethe in Love --[starred_actors]--> Moritz Bleibtreu
Path (Raw):       Philipp Stölzl --[No Operation]--> Philipp Stölzl --[(INV) directed_by]--> Young Goethe in Love --[starred_actors]--> Moritz Bleibtreu
Neg LogProb(↓):   0.244718
Path Entropy(↓):  0.735094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does tom hughes appear in
Start Entity:     Tom Hughes
Gold Answer:      [['Page Eight']]
Predicted Ans:    Page Eight
Predicted Path:   Tom Hughes --[(INV) starred_actors]--> Page Eight --[starred_actors]--> Tom Hughes --[(INV) starred_actors]--> Page Eight
Path (Raw):       Tom Hughes --[(INV) starred_actors]--> Page Eight --[starred_actors]--> Tom Hughes --[(INV) starred_actors]--> Page Eight
Neg LogProb(↓):   0.260407
Path Entropy(↓):  0.608424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film latitudes was directed by who
Start Entity:     Latitudes
Gold Answer:      [['Felipe Braga']]
Predicted Ans:    Felipe Braga
Predicted Path:   Latitudes --[directed_by]--> Felipe Braga --[(INV) directed_by]--> Latitudes --[directed_by]--> Felipe Braga
Path (Raw):       Latitudes --[directed_by]--> Felipe Braga --[(INV) directed_by]--> Latitudes --[directed_by]--> Felipe Braga
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of before and after
Start Entity:     Before and After
Gold Answer:      [['Barbet Schroeder']]
Predicted Ans:    Barbet Schroeder
Predicted Path:   Before and After --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[directed_by]--> Barbet Schroeder
Path (Raw):       Before and After --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[directed_by]--> Barbet Schroeder
Neg LogProb(↓):   0.474495
Path Entropy(↓):  1.138392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film strike up the band
Start Entity:     Strike Up the Band
Gold Answer:      [['Fred F. Finklehoffe', 'Gene Kelly', 'Richard Sherman', 'Sid Silvers', 'Guy Bolton', 'Howard Emmett Rogers']]
Predicted Ans:    Guy Bolton
Predicted Path:   Strike Up the Band --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[written_by]--> Guy Bolton
Path (Raw):       Strike Up the Band --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[written_by]--> Guy Bolton
Neg LogProb(↓):   0.036906
Path Entropy(↓):  0.167600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by paul bettany release
Start Entity:     Paul Bettany
Gold Answer:      [['2000', '2009', '2001', '2010', '2004', '1994', '2014', '2015', '2012', '2011']]
Predicted Ans:    2014
Predicted Path:   Paul Bettany --[(INV) starred_actors]--> The Reckoning --[release_year]--> 2014
Path (Raw):       Paul Bettany --[No Operation]--> Paul Bettany --[(INV) starred_actors]--> The Reckoning --[release_year]--> 2014
Neg LogProb(↓):   0.988566
Path Entropy(↓):  1.438932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the guilt trip are written by who
Start Entity:     The Guilt Trip
Gold Answer:      [['Duane Adler', 'Aline Brosh McKenna']]
Predicted Ans:    Duane Adler
Predicted Path:   The Guilt Trip --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[written_by]--> Duane Adler
Path (Raw):       The Guilt Trip --[directed_by]--> Anne Fletcher --[(INV) directed_by]--> Step Up --[written_by]--> Duane Adler
Neg LogProb(↓):   0.566372
Path Entropy(↓):  0.687919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by lincoln kirstein
Start Entity:     Lincoln Kirstein
Gold Answer:      [['Edward Zwick']]
Predicted Ans:    Edward Zwick
Predicted Path:   Lincoln Kirstein --[(INV) written_by]--> Glory --[directed_by]--> Edward Zwick
Path (Raw):       Lincoln Kirstein --[No Operation]--> Lincoln Kirstein --[(INV) written_by]--> Glory --[directed_by]--> Edward Zwick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in why did i get married too?
Start Entity:     Why Did I Get Married Too?
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Why Did I Get Married Too? --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Madea Goes to Jail --[has_genre]--> Comedy
Path (Raw):       Why Did I Get Married Too? --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Madea Goes to Jail --[has_genre]--> Comedy
Neg LogProb(↓):   1.287931
Path Entropy(↓):  2.416982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by richard wormser were directed by who
Start Entity:     Richard Wormser
Gold Answer:      [['Don Siegel']]
Predicted Ans:    Don Siegel
Predicted Path:   Richard Wormser --[(INV) written_by]--> The Big Steal --[directed_by]--> Don Siegel
Path (Raw):       Richard Wormser --[No Operation]--> Richard Wormser --[(INV) written_by]--> The Big Steal --[directed_by]--> Don Siegel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of escape me never
Start Entity:     Escape Me Never
Gold Answer:      [['Leslie Arliss', 'Edmund Goulding']]
Predicted Ans:    Peter Godfrey
Predicted Path:   Escape Me Never --[written_by]--> Margaret Kennedy --[(INV) written_by]--> Escape Me Never --[directed_by]--> Peter Godfrey
Path (Raw):       Escape Me Never --[written_by]--> Margaret Kennedy --[(INV) written_by]--> Escape Me Never --[directed_by]--> Peter Godfrey
Neg LogProb(↓):   0.085640
Path Entropy(↓):  0.299004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film the chamber
Start Entity:     The Chamber
Gold Answer:      [['Richard Attenborough', 'Ronald Neame', 'Peter Hyams', 'Stephen Herek', 'Don Medford', 'Clint Eastwood', 'Mike Nichols', 'Paul Brickman', 'Ted Kotcheff', 'Basil Dearden', 'Irwin Allen', 'Antonia Bird', 'Peter Markle', 'Dino Risi', 'Bob Clark', 'Bud Yorkin', 'Wes Anderson', 'Nicolas Roeg', 'Donald Petrie', 'Gary Sinyor', 'Robert Mandel', 'Michael Apted', 'Richard Donner', 'Martin Campbell', 'Karl Freund', 'Robert Altman', 'David Mamet', 'William Friedkin', 'Kelly Reichardt', 'George Schaefer', 'John Frankenheimer', 'Nicholas Meyer', 'Barry Sonnenfeld', 'Lawrence Kasdan', 'Simon Moore', 'Alan Parker', 'Andrew Davis', 'David Anspaugh', 'Tony Scott', 'Francis Ford Coppola', 'John Moore', 'Gary Fleder', 'Sam Raimi', 'Bill Condon', 'Robert Benton', 'Stanley Donen', 'Howard Deutch', 'Peter Masterson', 'Vicente Aranda', 'Richard Lester', 'Martin Brest', 'Stephen Hopkins', 'Catherine Hardwicke', 'Jesse V. Johnson', 'Arthur Penn', 'Sydney Pollack', 'Robert Day', 'Dick Richards', 'Richard Brooks', 'Gilbert Cates', 'Shinji Aoyama', 'Joseph L. Mankiewicz', 'Michael Ritchie']]
Predicted Ans:    Richard Brooks
Predicted Path:   The Chamber --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[directed_by]--> Richard Brooks
Path (Raw):       The Chamber --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[directed_by]--> Richard Brooks
Neg LogProb(↓):   1.716255
Path Entropy(↓):  2.793183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by paul harris release
Start Entity:     Paul Harris
Gold Answer:      [['1962', '1981']]
Predicted Ans:    1981
Predicted Path:   Paul Harris --[(INV) starred_actors]--> All Night Long --[release_year]--> 1981
Path (Raw):       Paul Harris --[No Operation]--> Paul Harris --[(INV) starred_actors]--> All Night Long --[release_year]--> 1981
Neg LogProb(↓):   0.377686
Path Entropy(↓):  0.622696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by joe connelly
Start Entity:     Joe Connelly
Gold Answer:      [['1999', '1997']]
Predicted Ans:    1999
Predicted Path:   Joe Connelly --[(INV) written_by]--> Bringing Out the Dead --[release_year]--> 1999
Path (Raw):       Joe Connelly --[No Operation]--> Joe Connelly --[(INV) written_by]--> Bringing Out the Dead --[release_year]--> 1999
Neg LogProb(↓):   0.031700
Path Entropy(↓):  0.138909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did fiona dourif star in
Start Entity:     Fiona Dourif
Gold Answer:      [['Curse of Chucky']]
Predicted Ans:    Curse of Chucky
Predicted Path:   Fiona Dourif --[(INV) starred_actors]--> Curse of Chucky --[starred_actors]--> Fiona Dourif --[(INV) starred_actors]--> Curse of Chucky
Path (Raw):       Fiona Dourif --[(INV) starred_actors]--> Curse of Chucky --[starred_actors]--> Fiona Dourif --[(INV) starred_actors]--> Curse of Chucky
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie cooking with stella are written by who
Start Entity:     Cooking with Stella
Gold Answer:      [['José Saramago', 'Shamim Sarif', 'Don McKellar', 'Massy Tadjedin', 'Deepa Mehta']]
Predicted Ans:    Shamim Sarif
Predicted Path:   Cooking with Stella --[starred_actors]--> Lisa Ray --[(INV) starred_actors]--> I Can't Think Straight --[written_by]--> Shamim Sarif
Path (Raw):       Cooking with Stella --[starred_actors]--> Lisa Ray --[(INV) starred_actors]--> I Can't Think Straight --[written_by]--> Shamim Sarif
Neg LogProb(↓):   0.008230
Path Entropy(↓):  0.053431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of erik løchen directed films
Start Entity:     Erik Løchen
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Erik Løchen --[(INV) directed_by]--> The Chasers --[release_year]--> 1959
Path (Raw):       Erik Løchen --[No Operation]--> Erik Løchen --[(INV) directed_by]--> The Chasers --[release_year]--> 1959
Neg LogProb(↓):   0.001809
Path Entropy(↓):  0.013223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by steve jermanok
Start Entity:     Steve Jermanok
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Steve Jermanok --[(INV) written_by]--> Passionada --[release_year]--> 2002
Path (Raw):       Steve Jermanok --[No Operation]--> Steve Jermanok --[(INV) written_by]--> Passionada --[release_year]--> 2002
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the candidate
Start Entity:     The Candidate
Gold Answer:      [['1980', '1970', '1992', '1993', '2006', '1985', '1967', '1979', '1974', '1984', '2007', '1998', '1982', '1973', '1994', '1995', '1976', '1972', '2001', '1990', '1989', '1981', '2012', '1986', '2013', '1978', '1949', '1975', '1966', '2005', '1965', '1969']]
Predicted Ans:    1969
Predicted Path:   The Candidate --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Path (Raw):       The Candidate --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Neg LogProb(↓):   0.689083
Path Entropy(↓):  1.709460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was david mclean an actor in
Start Entity:     David McLean
Gold Answer:      [['The Strangler']]
Predicted Ans:    The Strangler
Predicted Path:   David McLean --[(INV) starred_actors]--> The Strangler --[starred_actors]--> David McLean --[(INV) starred_actors]--> The Strangler
Path (Raw):       David McLean --[(INV) starred_actors]--> The Strangler --[starred_actors]--> David McLean --[(INV) starred_actors]--> The Strangler
Neg LogProb(↓):   0.085642
Path Entropy(↓):  0.326444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by joe dusic were written by who
Start Entity:     Joe Dusic
Gold Answer:      [['Ed Hansen']]
Predicted Ans:    Ed Hansen
Predicted Path:   Joe Dusic --[(INV) starred_actors]--> The Bikini Carwash Company --[written_by]--> Ed Hansen
Path (Raw):       Joe Dusic --[No Operation]--> Joe Dusic --[(INV) starred_actors]--> The Bikini Carwash Company --[written_by]--> Ed Hansen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter lester wm. berke co - wrote films with who
Start Entity:     Lester Wm. Berke
Gold Answer:      [['Jerome Bixby', 'John McPartland']]
Predicted Ans:    Jerome Bixby
Predicted Path:   Lester Wm. Berke --[(INV) written_by]--> The Lost Missile --[written_by]--> Jerome Bixby
Path (Raw):       Lester Wm. Berke --[No Operation]--> Lester Wm. Berke --[(INV) written_by]--> The Lost Missile --[written_by]--> Jerome Bixby
Neg LogProb(↓):   0.002519
Path Entropy(↓):  0.018034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with raul castro
Start Entity:     Raúl Castro
Gold Answer:      [['Tariq Ali', 'Hugo Chávez', 'Rafael Correa']]
Predicted Ans:    Rafael Correa
Predicted Path:   Raúl Castro --[(INV) starred_actors]--> South of the Border --[starred_actors]--> Rafael Correa
Path (Raw):       Raúl Castro --[No Operation]--> Raúl Castro --[(INV) starred_actors]--> South of the Border --[starred_actors]--> Rafael Correa
Neg LogProb(↓):   0.069293
Path Entropy(↓):  0.259385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by frederick kohner fall under
Start Entity:     Frederick Kohner
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Frederick Kohner --[(INV) written_by]--> Nancy Goes to Rio --[has_genre]--> Comedy
Path (Raw):       Frederick Kohner --[No Operation]--> Frederick Kohner --[(INV) written_by]--> Nancy Goes to Rio --[has_genre]--> Comedy
Neg LogProb(↓):   0.000087
Path Entropy(↓):  0.000916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film another earth were in which languages
Start Entity:     Another Earth
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Another Earth --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> The East --[in_language]--> English
Path (Raw):       Another Earth --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> The East --[in_language]--> English
Neg LogProb(↓):   0.008705
Path Entropy(↓):  0.057228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the save the last dance director
Start Entity:     Save the Last Dance
Gold Answer:      [['John Gatins', 'Mark Schwahn']]
Predicted Ans:    John Gatins
Predicted Path:   Save the Last Dance --[directed_by]--> Thomas Carter --[(INV) directed_by]--> Coach Carter --[written_by]--> John Gatins
Path (Raw):       Save the Last Dance --[directed_by]--> Thomas Carter --[(INV) directed_by]--> Coach Carter --[written_by]--> John Gatins
Neg LogProb(↓):   0.050855
Path Entropy(↓):  0.239481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the no time for love director release
Start Entity:     No Time for Love
Gold Answer:      [['1998', '1946', '1939', '1944', '1950', '1951', '1940', '1938', '1947', '1932', '1945', '1941', '1937']]
Predicted Ans:    1940
Predicted Path:   No Time for Love --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[release_year]--> 1940
Path (Raw):       No Time for Love --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[release_year]--> 1940
Neg LogProb(↓):   1.172952
Path Entropy(↓):  2.111505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the good life
Start Entity:     The Good Life
Gold Answer:      [['Bill Paxton', 'Zooey Deschanel', 'Mark Webber', 'Harry Dean Stanton']]
Predicted Ans:    Mark Webber
Predicted Path:   The Good Life --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[starred_actors]--> Mark Webber
Path (Raw):       The Good Life --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[starred_actors]--> Mark Webber
Neg LogProb(↓):   0.322306
Path Entropy(↓):  0.860518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie look back in anger were in which genres
Start Entity:     Look Back in Anger
Gold Answer:      [['Drama', 'History', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Look Back in Anger --[written_by]--> John Osborne --[(INV) written_by]--> Look Back in Anger --[has_genre]--> Drama
Path (Raw):       Look Back in Anger --[written_by]--> John Osborne --[(INV) written_by]--> Look Back in Anger --[has_genre]--> Drama
Neg LogProb(↓):   0.051237
Path Entropy(↓):  0.231243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed warrior of the lost world
Start Entity:     Warrior of the Lost World
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Warrior of the Lost World --[directed_by]--> David Worth --[(INV) directed_by]--> Kickboxer --[release_year]--> 1989
Path (Raw):       Warrior of the Lost World --[directed_by]--> David Worth --[(INV) directed_by]--> Kickboxer --[release_year]--> 1989
Neg LogProb(↓):   0.299456
Path Entropy(↓):  0.571781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by spike lee
Start Entity:     Spike Lee
Gold Answer:      [['Jennifer Esposito', 'Steve Harvey', 'Tommy Redmond Hicks', 'Tracy Camilla Johns', 'Denzel Washington', 'John Canada Terrell', 'Zelda Harris', 'Richard Edson', 'Roger Guenveur Smith', 'Harvey Keitel', 'Kerry Washington', 'Monica Bellucci', 'Delroy Lindo', 'Adrien Brody', 'Omar Benson Miller', 'Ellen Barkin', 'Josh Brolin', 'John Leguizamo', 'Ossie Davis', 'Ruby Dee', 'Clive Owen', 'Annabella Sciorra', 'Giancarlo Esposito', 'Elizabeth Olsen', 'Sharlto Copley', 'Christopher Plummer', 'Ray Allen', 'Albert Hall', 'Mira Sorvino', 'Laz Alonso', 'Theresa Randle', 'Derek Luke', 'Mekhi Phifer', 'Edward Norton', 'Alfre Woodard', 'Angela Bassett', 'D.L. Hughley', 'Cedric the Entertainer', 'Bernie Mac', 'Anthony Mackie', 'John Turturro', 'Danny Aiello', 'Wesley Snipes', 'Jodie Foster', 'Michael Ealy']]
Predicted Ans:    Clive Owen
Predicted Path:   Spike Lee --[(INV) directed_by]--> Inside Man --[starred_actors]--> Clive Owen
Path (Raw):       Spike Lee --[No Operation]--> Spike Lee --[(INV) directed_by]--> Inside Man --[starred_actors]--> Clive Owen
Neg LogProb(↓):   0.720610
Path Entropy(↓):  1.684483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of love and bullets
Start Entity:     Love and Bullets
Gold Answer:      [['Tom Tryon', "Arthur O'Connell", 'Ben Gazzara', 'John Wayne', 'James Stewart', 'Lee Remick', 'Patricia Neal', 'Kirk Douglas']]
Predicted Ans:    James Stewart
Predicted Path:   Love and Bullets --[written_by]--> Wendell Mayes --[(INV) written_by]--> The Spirit of St. Louis --[starred_actors]--> James Stewart
Path (Raw):       Love and Bullets --[written_by]--> Wendell Mayes --[(INV) written_by]--> The Spirit of St. Louis --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.444122
Path Entropy(↓):  0.774110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in a taxing woman
Start Entity:     A Taxing Woman
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Taxing Woman --[starred_actors]--> Nobuko Miyamoto --[(INV) starred_actors]--> Tampopo --[has_genre]--> Comedy
Path (Raw):       A Taxing Woman --[starred_actors]--> Nobuko Miyamoto --[(INV) starred_actors]--> Tampopo --[has_genre]--> Comedy
Neg LogProb(↓):   0.160108
Path Entropy(↓):  0.540695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of what's the worst that could happen?
Start Entity:     What's the Worst That Could Happen?
Gold Answer:      [['Paul Reiser', 'Randy Quaid', 'Matthew Modine', 'Janeane Garofalo']]
Predicted Ans:    Randy Quaid
Predicted Path:   What's the Worst That Could Happen? --[directed_by]--> Sam Weisman --[(INV) directed_by]--> Bye Bye Love --[starred_actors]--> Randy Quaid
Path (Raw):       What's the Worst That Could Happen? --[directed_by]--> Sam Weisman --[(INV) directed_by]--> Bye Bye Love --[starred_actors]--> Randy Quaid
Neg LogProb(↓):   0.693696
Path Entropy(↓):  1.134557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with ciaran hinds
Start Entity:     Ciarán Hinds
Gold Answer:      [['Tom Wilkinson', 'Gila Almagor', 'Oleg Drach', 'Cate Blanchett', 'Yuriy Chepurnov', 'Julie Walters', 'Sally Hawkins', 'Amanda Root', 'Ralph Fiennes', 'Helen Mirren']]
Predicted Ans:    Ciarán Hinds
Predicted Path:   Ciarán Hinds --[(INV) starred_actors]--> The Debt --[starred_actors]--> Ciarán Hinds
Path (Raw):       Ciarán Hinds --[No Operation]--> Ciarán Hinds --[(INV) starred_actors]--> The Debt --[starred_actors]--> Ciarán Hinds
Neg LogProb(↓):   0.725661
Path Entropy(↓):  1.573478
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movie the eagle with two heads
Start Entity:     The Eagle with Two Heads
Gold Answer:      [['Jean Cocteau']]
Predicted Ans:    Jean Cocteau
Predicted Path:   The Eagle with Two Heads --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Orpheus --[directed_by]--> Jean Cocteau
Path (Raw):       The Eagle with Two Heads --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Orpheus --[directed_by]--> Jean Cocteau
Neg LogProb(↓):   0.035676
Path Entropy(↓):  0.187388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by ray stevenson
Start Entity:     Ray Stevenson
Gold Answer:      [['Jonathan Hensleigh']]
Predicted Ans:    Gary Oldman
Predicted Path:   Ray Stevenson --[(INV) starred_actors]--> The Book of Eli --[starred_actors]--> Gary Oldman
Path (Raw):       Ray Stevenson --[No Operation]--> Ray Stevenson --[(INV) starred_actors]--> The Book of Eli --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.412032
Path Entropy(↓):  0.659907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What type of film is somewhere in time
Start Entity:     Somewhere in Time
Gold Answer:      [['Fantasy', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Somewhere in Time --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Somewhere in Time --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.204006
Path Entropy(↓):  0.495542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote girlhood
Start Entity:     Girlhood
Gold Answer:      [['Zoé Héran']]
Predicted Ans:    Zoé Héran
Predicted Path:   Girlhood --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy --[starred_actors]--> Zoé Héran
Path (Raw):       Girlhood --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy --[starred_actors]--> Zoé Héran
Neg LogProb(↓):   0.000815
Path Entropy(↓):  0.006781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed monument ave.
Start Entity:     Monument Ave.
Gold Answer:      [['Eddie Murphy', 'Matt Dillon', 'Lauren Holly', 'Denis Leary', 'Martin Lawrence', 'Kevin Spacey', 'Doctor Dré', 'Ed Lover', 'Judy Davis', 'Obba Babatundé']]
Predicted Ans:    Denis Leary
Predicted Path:   Monument Ave. --[directed_by]--> Ted Demme --[(INV) directed_by]--> Monument Ave. --[starred_actors]--> Denis Leary
Path (Raw):       Monument Ave. --[directed_by]--> Ted Demme --[(INV) directed_by]--> Monument Ave. --[starred_actors]--> Denis Leary
Neg LogProb(↓):   0.613885
Path Entropy(↓):  0.839758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed conspiracy
Start Entity:     Conspiracy
Gold Answer:      [['Ilene Chaiken']]
Predicted Ans:    Loring Mandel
Predicted Path:   Conspiracy --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy --[written_by]--> Loring Mandel
Path (Raw):       Conspiracy --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy --[written_by]--> Loring Mandel
Neg LogProb(↓):   0.216983
Path Entropy(↓):  0.633839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by robert e. thompson
Start Entity:     Robert E. Thompson
Gold Answer:      [['Gig Young', 'Jane Fonda', 'Susannah York', 'Michael Sarrazin']]
Predicted Ans:    Jane Fonda
Predicted Path:   Robert E. Thompson --[(INV) written_by]--> They Shoot Horses, Don't They? --[starred_actors]--> Jane Fonda
Path (Raw):       Robert E. Thompson --[No Operation]--> Robert E. Thompson --[(INV) written_by]--> They Shoot Horses, Don't They? --[starred_actors]--> Jane Fonda
Neg LogProb(↓):   0.053924
Path Entropy(↓):  0.240055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by genevieve jolliffe
Start Entity:     Geneviève Jolliffe
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Geneviève Jolliffe --[(INV) directed_by]--> Urban Ghost Story --[has_genre]--> Horror
Path (Raw):       Geneviève Jolliffe --[No Operation]--> Geneviève Jolliffe --[(INV) directed_by]--> Urban Ghost Story --[has_genre]--> Horror
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by pascal quignard
Start Entity:     Pascal Quignard
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Pascal Quignard --[(INV) written_by]--> Villa Amalia --[in_language]--> French
Path (Raw):       Pascal Quignard --[No Operation]--> Pascal Quignard --[(INV) written_by]--> Villa Amalia --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in muxmauschenstill
Start Entity:     Muxmäuschenstill
Gold Answer:      [['Jan Henrik Stahlberg']]
Predicted Ans:    Jan Henrik Stahlberg
Predicted Path:   Muxmäuschenstill --[starred_actors]--> Jan Henrik Stahlberg --[(INV) starred_actors]--> Muxmäuschenstill --[starred_actors]--> Jan Henrik Stahlberg
Path (Raw):       Muxmäuschenstill --[starred_actors]--> Jan Henrik Stahlberg --[(INV) starred_actors]--> Muxmäuschenstill --[starred_actors]--> Jan Henrik Stahlberg
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by river queen actors
Start Entity:     River Queen
Gold Answer:      [['Music', 'Western', 'Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   River Queen --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[has_genre]--> Drama
Path (Raw):       River Queen --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[has_genre]--> Drama
Neg LogProb(↓):   0.356002
Path Entropy(↓):  0.984065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the farmer's wife
Start Entity:     The Farmer's Wife
Gold Answer:      [['Welsh']]
Predicted Ans:    bd-r
Predicted Path:   The Farmer's Wife --[starred_actors]--> Gordon Harker --[(INV) starred_actors]--> The Farmer's Wife --[has_tags]--> bd-r
Path (Raw):       The Farmer's Wife --[starred_actors]--> Gordon Harker --[(INV) starred_actors]--> The Farmer's Wife --[has_tags]--> bd-r
Neg LogProb(↓):   0.619259
Path Entropy(↓):  1.410079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the director john hillcoat
Start Entity:     John Hillcoat
Gold Answer:      [['Madeleine Stowe', 'Guy Pearce', 'Tom Hardy', 'Kenneth Branagh', 'Jason Clarke', 'Viggo Mortensen', 'Rhian Ramos', 'TJ Trinidad', 'Marvin Agustin', 'Carmina Villaroel', 'Shia LaBeouf', 'Robert Loggia']]
Predicted Ans:    Viggo Mortensen
Predicted Path:   John Hillcoat --[(INV) directed_by]--> The Road --[starred_actors]--> Viggo Mortensen
Path (Raw):       John Hillcoat --[No Operation]--> John Hillcoat --[(INV) directed_by]--> The Road --[starred_actors]--> Viggo Mortensen
Neg LogProb(↓):   0.465802
Path Entropy(↓):  0.918025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is the pebble and the penguin about
Start Entity:     The Pebble and the Penguin
Gold Answer:      [['don bluth']]
Predicted Ans:    don bluth
Predicted Path:   The Pebble and the Penguin --[has_tags]--> don bluth --[(INV) has_tags]--> The Land Before Time --[has_tags]--> don bluth
Path (Raw):       The Pebble and the Penguin --[has_tags]--> don bluth --[(INV) has_tags]--> The Land Before Time --[has_tags]--> don bluth
Neg LogProb(↓):   0.585391
Path Entropy(↓):  1.142143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor george dzundza acted together with who
Start Entity:     George Dzundza
Gold Answer:      [['Demi Moore']]
Predicted Ans:    Demi Moore
Predicted Path:   George Dzundza --[(INV) starred_actors]--> The Butcher's Wife --[starred_actors]--> Demi Moore
Path (Raw):       George Dzundza --[No Operation]--> George Dzundza --[(INV) starred_actors]--> The Butcher's Wife --[starred_actors]--> Demi Moore
Neg LogProb(↓):   0.124423
Path Entropy(↓):  0.415600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in chill factor
Start Entity:     Chill Factor
Gold Answer:      [['2001', '1998', '1999', '2005']]
Predicted Ans:    2001
Predicted Path:   Chill Factor --[starred_actors]--> Skeet Ulrich --[(INV) starred_actors]--> Nobody's Baby --[release_year]--> 2001
Path (Raw):       Chill Factor --[starred_actors]--> Skeet Ulrich --[(INV) starred_actors]--> Nobody's Baby --[release_year]--> 2001
Neg LogProb(↓):   0.054535
Path Entropy(↓):  0.259081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by arthur t. horman were released in which years
Start Entity:     Arthur T. Horman
Gold Answer:      [['1945', '1942']]
Predicted Ans:    1942
Predicted Path:   Arthur T. Horman --[(INV) written_by]--> Captains of the Clouds --[release_year]--> 1942
Path (Raw):       Arthur T. Horman --[No Operation]--> Arthur T. Horman --[(INV) written_by]--> Captains of the Clouds --[release_year]--> 1942
Neg LogProb(↓):   0.260883
Path Entropy(↓):  0.538828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of a lady of chance
Start Entity:     A Lady of Chance
Gold Answer:      [['Leroy Scott']]
Predicted Ans:    Leroy Scott
Predicted Path:   A Lady of Chance --[written_by]--> Leroy Scott --[(INV) written_by]--> A Lady of Chance --[written_by]--> Leroy Scott
Path (Raw):       A Lady of Chance --[written_by]--> Leroy Scott --[(INV) written_by]--> A Lady of Chance --[written_by]--> Leroy Scott
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by ray kellogg
Start Entity:     Ray Kellogg
Gold Answer:      [['Shug Fisher', 'Don Sullivan', 'Fred Graham', 'Lisa Simone']]
Predicted Ans:    Shug Fisher
Predicted Path:   Ray Kellogg --[(INV) written_by]--> The Giant Gila Monster --[starred_actors]--> Shug Fisher
Path (Raw):       Ray Kellogg --[No Operation]--> Ray Kellogg --[(INV) written_by]--> The Giant Gila Monster --[starred_actors]--> Shug Fisher
Neg LogProb(↓):   0.036603
Path Entropy(↓):  0.188154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the january man
Start Entity:     The January Man
Gold Answer:      [['Kevin Kline', 'Mary Elizabeth Mastrantonio', 'Harvey Keitel']]
Predicted Ans:    Harvey Keitel
Predicted Path:   The January Man --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Lieutenant --[starred_actors]--> Harvey Keitel
Path (Raw):       The January Man --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Lieutenant --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.456727
Path Entropy(↓):  1.019224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by andrew theopolis
Start Entity:     Andrew Theopolis
Gold Answer:      [['James B. Schwartz']]
Predicted Ans:    James B. Schwartz
Predicted Path:   Andrew Theopolis --[(INV) directed_by]--> Faces of Death IV --[written_by]--> James B. Schwartz
Path (Raw):       Andrew Theopolis --[No Operation]--> Andrew Theopolis --[(INV) directed_by]--> Faces of Death IV --[written_by]--> James B. Schwartz
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the milk of sorrow are directed by who
Start Entity:     The Milk of Sorrow
Gold Answer:      [['Jessica Woodworth', 'Peter Brosens']]
Predicted Ans:    Peter Brosens
Predicted Path:   The Milk of Sorrow --[starred_actors]--> Magaly Solier --[(INV) starred_actors]--> Altiplano --[directed_by]--> Peter Brosens
Path (Raw):       The Milk of Sorrow --[starred_actors]--> Magaly Solier --[(INV) starred_actors]--> Altiplano --[directed_by]--> Peter Brosens
Neg LogProb(↓):   0.113433
Path Entropy(↓):  0.427013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in stormy monday
Start Entity:     Stormy Monday
Gold Answer:      [['Romance', 'Music', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Stormy Monday --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Path (Raw):       Stormy Monday --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Neg LogProb(↓):   1.210941
Path Entropy(↓):  1.921676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie stash house starred who
Start Entity:     Stash House
Gold Answer:      [['Dolph Lundgren', 'Briana Evigan', 'Jon Huertas', 'Sean Faris']]
Predicted Ans:    Sean Faris
Predicted Path:   Stash House --[starred_actors]--> Sean Faris --[(INV) starred_actors]--> Forever Strong --[starred_actors]--> Sean Faris
Path (Raw):       Stash House --[starred_actors]--> Sean Faris --[(INV) starred_actors]--> Forever Strong --[starred_actors]--> Sean Faris
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000462
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the prodigal
Start Entity:     The Prodigal
Gold Answer:      [['Richard Thorpe']]
Predicted Ans:    Richard Thorpe
Predicted Path:   The Prodigal --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Knights of the Round Table --[directed_by]--> Richard Thorpe
Path (Raw):       The Prodigal --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Knights of the Round Table --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.829689
Path Entropy(↓):  1.336187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in night train to lisbon
Start Entity:     Night Train to Lisbon
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Night Train to Lisbon --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Night Train to Lisbon --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   1.674611
Path Entropy(↓):  2.644865
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of hysteria
Start Entity:     Hysteria
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hysteria --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Hysteria --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.192705
Path Entropy(↓):  4.279099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
David kelly appears in which movies
Start Entity:     David Kelly
Gold Answer:      [['Stardust']]
Predicted Ans:    Stardust
Predicted Path:   David Kelly --[(INV) starred_actors]--> Stardust --[starred_actors]--> David Kelly --[(INV) starred_actors]--> Stardust
Path (Raw):       David Kelly --[(INV) starred_actors]--> Stardust --[starred_actors]--> David Kelly --[(INV) starred_actors]--> Stardust
Neg LogProb(↓):   0.459910
Path Entropy(↓):  0.998786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ash brannon directed movies
Start Entity:     Ash Brannon
Gold Answer:      [['1999', '2007']]
Predicted Ans:    1999
Predicted Path:   Ash Brannon --[(INV) directed_by]--> Toy Story 2 --[release_year]--> 1999
Path (Raw):       Ash Brannon --[No Operation]--> Ash Brannon --[(INV) directed_by]--> Toy Story 2 --[release_year]--> 1999
Neg LogProb(↓):   0.577631
Path Entropy(↓):  0.705891
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by janet fitch
Start Entity:     Janet Fitch
Gold Answer:      [['Peter Kosminsky']]
Predicted Ans:    Peter Kosminsky
Predicted Path:   Janet Fitch --[(INV) written_by]--> White Oleander --[directed_by]--> Peter Kosminsky
Path (Raw):       Janet Fitch --[No Operation]--> Janet Fitch --[(INV) written_by]--> White Oleander --[directed_by]--> Peter Kosminsky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the locusts are written by who
Start Entity:     The Locusts
Gold Answer:      [['Philip Ridley', 'Dan Fogelman', 'Jessie Nelson', 'Jack Finney', 'Noam Dromi', 'Tracy Letts', 'Jeremy Garelick', 'Dwight Yoakam', 'David Klass', 'Vincent Bugliosi', 'Curt Gentry', 'Karen Janszen', 'Dana Fox', 'Veronica Roth', 'Roman Coppola', 'Cathleen Schine', 'Jay Lavender', 'Todd Phillips', 'Evan Goldberg', 'Jon Favreau', 'Joey Lauren Adams', 'Clifford Green', 'Casey T. Mitchell', 'Patrick Bailey', 'Grace Cary Bickley', 'Larry B. Williams', 'Vanessa Taylor', 'John Boorman', 'Keith Reddin', 'John Irving', 'Evan Dunsky', 'Simon Moore', 'Bruce Robinson', 'Charles Martin Smith', 'Stephan Elliott', 'James Patterson', 'Wesley Strick', 'Ken Scott', 'Joseph Finder', 'Sarah Thorp', 'Sandra Nettelbeck', 'Yuri Zeltser', 'Lowell Ganz', 'Steve Faber', 'Bob Fisher', 'Evan Daugherty', 'Mark Steven Johnson', "Louis L'Amour", 'Matthew McDuffie', 'Court Crandall', 'Vince Vaughn', 'Michael Grant Jaffe', 'John Gray', 'Scot Armstrong', 'Jared Stern', 'Seth Rogen', 'Marc Behm', 'William Castle', 'Seth Michael Donsky', 'Thomas Page', 'Nicholas Klein', 'Bono', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Philip Ridley
Predicted Path:   The Locusts --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[written_by]--> Philip Ridley
Path (Raw):       The Locusts --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[written_by]--> Philip Ridley
Neg LogProb(↓):   0.263443
Path Entropy(↓):  0.907548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie even dwarfs started small about
Start Entity:     Even Dwarfs Started Small
Gold Answer:      [['werner herzog']]
Predicted Ans:    werner herzog
Predicted Path:   Even Dwarfs Started Small --[has_tags]--> werner herzog --[(INV) has_tags]--> Little Dieter Needs to Fly --[has_tags]--> werner herzog
Path (Raw):       Even Dwarfs Started Small --[has_tags]--> werner herzog --[(INV) has_tags]--> Little Dieter Needs to Fly --[has_tags]--> werner herzog
Neg LogProb(↓):   0.605958
Path Entropy(↓):  1.232569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by philip haas
Start Entity:     Philip Haas
Gold Answer:      [['James Spader', 'Mandy Patinkin']]
Predicted Ans:    James Spader
Predicted Path:   Philip Haas --[(INV) written_by]--> The Music of Chance --[starred_actors]--> James Spader
Path (Raw):       Philip Haas --[No Operation]--> Philip Haas --[(INV) written_by]--> The Music of Chance --[starred_actors]--> James Spader
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the queen
Start Entity:     The Queen
Gold Answer:      [['English', 'Irish', 'Polish']]
Predicted Ans:    English
Predicted Path:   The Queen --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Debt --[in_language]--> English
Path (Raw):       The Queen --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Debt --[in_language]--> English
Neg LogProb(↓):   0.018359
Path Entropy(↓):  0.104632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by clifford green released
Start Entity:     Clifford Green
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Clifford Green --[(INV) written_by]--> SpaceCamp --[release_year]--> 1986
Path (Raw):       Clifford Green --[No Operation]--> Clifford Green --[(INV) written_by]--> SpaceCamp --[release_year]--> 1986
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie old acquaintance
Start Entity:     Old Acquaintance
Gold Answer:      [['1980', '1946', '1954', '1944', '2008', '1936', '1935', '1941', '1968', '1939', '1933', '1951', '1947', '2014', '1932', '1956', '1931', '1943', '1948', '1972', '1942', '1940', '1938', '1937', '1961', '2012', '1955', '1962', '1934', '1978', '1964', '1949', '1950', '1929', '1965', '1945', '1987', '1969', '1952', '1958']]
Predicted Ans:    1942
Predicted Path:   Old Acquaintance --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Now, Voyager --[release_year]--> 1942
Path (Raw):       Old Acquaintance --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Now, Voyager --[release_year]--> 1942
Neg LogProb(↓):   2.136509
Path Entropy(↓):  2.922433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of eugene o'neill written films
Start Entity:     Eugene O'Neill
Gold Answer:      [['1963', '1948', '1933', '1940', '1973', '1947', '1935', '1958', '1930']]
Predicted Ans:    1958
Predicted Path:   Eugene O'Neill --[(INV) written_by]--> Desire Under the Elms --[release_year]--> 1958
Path (Raw):       Eugene O'Neill --[No Operation]--> Eugene O'Neill --[(INV) written_by]--> Desire Under the Elms --[release_year]--> 1958
Neg LogProb(↓):   1.014280
Path Entropy(↓):  1.581025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by the sweeney writers
Start Entity:     The Sweeney
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Sweeney --[written_by]--> John Hodge --[(INV) written_by]--> The Beach --[has_genre]--> Drama
Path (Raw):       The Sweeney --[written_by]--> John Hodge --[(INV) written_by]--> The Beach --[has_genre]--> Drama
Neg LogProb(↓):   0.879468
Path Entropy(↓):  1.499933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie mondo cane were released in which years
Start Entity:     Mondo cane
Gold Answer:      [['1971', '1976']]
Predicted Ans:    1971
Predicted Path:   Mondo cane --[written_by]--> Gualtiero Jacopetti --[(INV) written_by]--> Goodbye Uncle Tom --[release_year]--> 1971
Path (Raw):       Mondo cane --[written_by]--> Gualtiero Jacopetti --[(INV) written_by]--> Goodbye Uncle Tom --[release_year]--> 1971
Neg LogProb(↓):   0.063242
Path Entropy(↓):  0.264175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie i'm here, when was it released
Start Entity:     I'm Here
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   I'm Here --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       I'm Here --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.627328
Path Entropy(↓):  4.333770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the heart and souls director release
Start Entity:     Heart and Souls
Gold Answer:      [['1998', '1949', '1990', '1991', '1994', '2002']]
Predicted Ans:    1994
Predicted Path:   Heart and Souls --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[release_year]--> 1994
Path (Raw):       Heart and Souls --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[release_year]--> 1994
Neg LogProb(↓):   0.549746
Path Entropy(↓):  1.078078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote 800 bullets
Start Entity:     800 Bullets
Gold Answer:      [['2008', '1995', '1993', '2010']]
Predicted Ans:    2008
Predicted Path:   800 Bullets --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> The Oxford Murders --[release_year]--> 2008
Path (Raw):       800 Bullets --[written_by]--> Álex de la Iglesia --[(INV) written_by]--> The Oxford Murders --[release_year]--> 2008
Neg LogProb(↓):   0.021867
Path Entropy(↓):  0.133327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the girl
Start Entity:     The Girl
Gold Answer:      [['Infamous', 'W.E.', 'Berberian Sound Studio', 'Mississippi Grind', 'Somersault', 'Bright Star', 'Red Lights', 'Camille', 'Interview', 'Candy', 'Sucker Punch', 'The Mysteries of Pittsburgh', 'Limitless']]
Predicted Ans:    Red Lights
Predicted Path:   The Girl --[starred_actors]--> Toby Jones --[(INV) starred_actors]--> Red Lights
Path (Raw):       The Girl --[starred_actors]--> Toby Jones --[No Operation]--> Toby Jones --[(INV) starred_actors]--> Red Lights
Neg LogProb(↓):   0.608653
Path Entropy(↓):  1.332153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by patty mullen
Start Entity:     Patty Mullen
Gold Answer:      [['Frank Henenlotter']]
Predicted Ans:    Frank Henenlotter
Predicted Path:   Patty Mullen --[(INV) starred_actors]--> Frankenhooker --[written_by]--> Frank Henenlotter
Path (Raw):       Patty Mullen --[No Operation]--> Patty Mullen --[(INV) starred_actors]--> Frankenhooker --[written_by]--> Frank Henenlotter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of things to do in denver when you're dead starred who
Start Entity:     Things to Do in Denver When You're Dead
Gold Answer:      [['Colm Meaney']]
Predicted Ans:    Christopher Lloyd
Predicted Path:   Things to Do in Denver When You're Dead --[written_by]--> Scott Rosenberg --[(INV) written_by]--> Things to Do in Denver When You're Dead --[starred_actors]--> Christopher Lloyd
Path (Raw):       Things to Do in Denver When You're Dead --[written_by]--> Scott Rosenberg --[(INV) written_by]--> Things to Do in Denver When You're Dead --[starred_actors]--> Christopher Lloyd
Neg LogProb(↓):   0.000158
Path Entropy(↓):  0.001541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie family law
Start Entity:     Family Law
Gold Answer:      [['2008', '2004']]
Predicted Ans:    2006
Predicted Path:   Family Law --[directed_by]--> Daniel Burman --[(INV) directed_by]--> Family Law --[release_year]--> 2006
Path (Raw):       Family Law --[directed_by]--> Daniel Burman --[(INV) directed_by]--> Family Law --[release_year]--> 2006
Neg LogProb(↓):   0.020271
Path Entropy(↓):  0.110892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by agent vinod actors
Start Entity:     Agent Vinod
Gold Answer:      [['English', 'Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Agent Vinod --[starred_actors]--> Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots --[in_language]--> Hindi
Path (Raw):       Agent Vinod --[starred_actors]--> Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots --[in_language]--> Hindi
Neg LogProb(↓):   0.008138
Path Entropy(↓):  0.056590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of rounders
Start Entity:     Rounders
Gold Answer:      [['Ben Kingsley', 'James Franco', 'Joanne Whalley', 'Bill Pullman', 'Steve Zahn', 'Paul Walker', 'Michael Madsen', 'Luke Wilson', 'Dennis Farina', 'Linda Fiorentino', 'Leelee Sobieski', 'Ray Liotta', 'Téa Leoni', 'Benjamin Bratt']]
Predicted Ans:    Michael Madsen
Predicted Path:   Rounders --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[starred_actors]--> Michael Madsen
Path (Raw):       Rounders --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[starred_actors]--> Michael Madsen
Neg LogProb(↓):   0.000236
Path Entropy(↓):  0.002318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the city of women director release
Start Entity:     City of Women
Gold Answer:      [['1983', '1968', '1976', '1978', '1962', '1963', '1970', '1972', '1954', '1950', '1960', '1973', '1953', '1965', '1987', '1986', '1955', '1952']]
Predicted Ans:    1972
Predicted Path:   City of Women --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Roma --[release_year]--> 1972
Path (Raw):       City of Women --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Roma --[release_year]--> 1972
Neg LogProb(↓):   1.610512
Path Entropy(↓):  2.459820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in beyond tomorrow also appears in which films
Start Entity:     Beyond Tomorrow
Gold Answer:      [['Broadway Rhythm', 'The Hurricane', 'The Four Feathers', 'Just a Gigolo', 'Angel and the Badman', 'The Gilded Lily', 'Babes in Arms', 'Straight Shooting', 'Trader Horn', 'Destry Rides Again', 'Tarzan the Ape Man', 'The Prisoner of Zenda', 'Nothing Sacred', 'The Shepherd of the Hills']]
Predicted Ans:    Tarzan the Ape Man
Predicted Path:   Beyond Tomorrow --[starred_actors]--> C. Aubrey Smith --[(INV) starred_actors]--> Tarzan the Ape Man
Path (Raw):       Beyond Tomorrow --[starred_actors]--> C. Aubrey Smith --[No Operation]--> C. Aubrey Smith --[(INV) starred_actors]--> Tarzan the Ape Man
Neg LogProb(↓):   0.595317
Path Entropy(↓):  0.861360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by sondre sørheim
Start Entity:     Sondre Sørheim
Gold Answer:      [['Chris Chibnall']]
Predicted Ans:    Chris Chibnall
Predicted Path:   Sondre Sørheim --[(INV) starred_actors]--> United --[written_by]--> Chris Chibnall
Path (Raw):       Sondre Sørheim --[No Operation]--> Sondre Sørheim --[(INV) starred_actors]--> United --[written_by]--> Chris Chibnall
Neg LogProb(↓):   0.026385
Path Entropy(↓):  0.120694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of dark habits starred who
Start Entity:     Dark Habits
Gold Answer:      [['Leonor Watling', 'Blanca Portillo', 'José Luis Gómez', 'Fele Martínez', 'Daniel Giménez Cacho', 'Cecilia Roth', 'Imanol Arias', 'Lola Dueñas', 'Penélope Cruz', 'Lluís Homar', 'Jan Cornet', 'Javier Cámara', 'Liberto Rabal', 'Verónica Forqué', 'Francesca Neri', 'Marisa Paredes', 'Victoria Abril', 'Miguel Bosé', 'Carmen Maura', 'Javier Bardem', 'Gael García Bernal', 'Elena Anaya', 'Antonio Banderas', 'Darío Grandinetti', 'Rosario Flores']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Dark Habits --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Women on the Verge of a Nervous Breakdown --[starred_actors]--> Antonio Banderas
Path (Raw):       Dark Habits --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Women on the Verge of a Nervous Breakdown --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.616270
Path Entropy(↓):  1.368024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by fred clark were released in which years
Start Entity:     Fred Clark
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Fred Clark --[(INV) starred_actors]--> Skidoo --[release_year]--> 1968
Path (Raw):       Fred Clark --[No Operation]--> Fred Clark --[(INV) starred_actors]--> Skidoo --[release_year]--> 1968
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by hiroshi inagaki
Start Entity:     hiroshi inagaki
Gold Answer:      [['Samurai Banners', 'Machibuse']]
Predicted Ans:    Samurai Banners
Predicted Path:   hiroshi inagaki --[(INV) has_tags]--> Samurai Banners --[has_tags]--> hiroshi inagaki --[(INV) has_tags]--> Samurai Banners
Path (Raw):       hiroshi inagaki --[(INV) has_tags]--> Samurai Banners --[has_tags]--> hiroshi inagaki --[(INV) has_tags]--> Samurai Banners
Neg LogProb(↓):   0.001008
Path Entropy(↓):  0.008112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by derry quinn in
Start Entity:     Derry Quinn
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Derry Quinn --[(INV) written_by]--> Operation Crossbow --[has_genre]--> War
Path (Raw):       Derry Quinn --[No Operation]--> Derry Quinn --[(INV) written_by]--> Operation Crossbow --[has_genre]--> War
Neg LogProb(↓):   0.003203
Path Entropy(↓):  0.021565
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by shelley duvall were in which genres
Start Entity:     Shelley Duvall
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Horror
Predicted Path:   Shelley Duvall --[(INV) starred_actors]--> The Shining --[has_genre]--> Horror
Path (Raw):       Shelley Duvall --[No Operation]--> Shelley Duvall --[(INV) starred_actors]--> The Shining --[has_genre]--> Horror
Neg LogProb(↓):   0.089276
Path Entropy(↓):  0.314374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in six - string samurai
Start Entity:     Six-String Samurai
Gold Answer:      [['Jeffrey Falcon', 'Justin McGuire']]
Predicted Ans:    Justin McGuire
Predicted Path:   Six-String Samurai --[starred_actors]--> Justin McGuire --[(INV) starred_actors]--> Six-String Samurai --[starred_actors]--> Justin McGuire
Path (Raw):       Six-String Samurai --[starred_actors]--> Justin McGuire --[(INV) starred_actors]--> Six-String Samurai --[starred_actors]--> Justin McGuire
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.003004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the hindenburg
Start Entity:     The Hindenburg
Gold Answer:      [['1954', '1944', '2008', '1959', '1977', '1968', '1963', '1957', '1951', '1953', '1947', '1956', '1948', '1971', '2012', '1961', '1962', '2000', '1949', '1966', '1965', '1999', '1945', '1958']]
Predicted Ans:    1954
Predicted Path:   The Hindenburg --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[release_year]--> 1954
Path (Raw):       The Hindenburg --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   1.200858
Path Entropy(↓):  2.433331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by katherine fairfax wright
Start Entity:     Katherine Fairfax Wright
Gold Answer:      [['David Kato']]
Predicted Ans:    David Kato
Predicted Path:   Katherine Fairfax Wright --[(INV) directed_by]--> Call Me Kuchu --[starred_actors]--> David Kato
Path (Raw):       Katherine Fairfax Wright --[No Operation]--> Katherine Fairfax Wright --[(INV) directed_by]--> Call Me Kuchu --[starred_actors]--> David Kato
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the human factor
Start Entity:     The Human Factor
Gold Answer:      [['1944', '1959', '1993', '1985', '1935', '1998', '2009', '1957', '2010', '1947', '1983', '1948', '1972', '2001', '1990', '1942', '2002', '2012', '1955', '2000', '1949', '1997', '1975', '1991', '1999', '1945', '1958']]
Predicted Ans:    1972
Predicted Path:   The Human Factor --[written_by]--> Graham Greene --[(INV) written_by]--> Travels with My Aunt --[release_year]--> 1972
Path (Raw):       The Human Factor --[written_by]--> Graham Greene --[(INV) written_by]--> Travels with My Aunt --[release_year]--> 1972
Neg LogProb(↓):   1.519306
Path Entropy(↓):  2.222920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by georges wilson released
Start Entity:     Georges Wilson
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Georges Wilson --[(INV) starred_actors]--> Gandahar --[release_year]--> 1988
Path (Raw):       Georges Wilson --[No Operation]--> Georges Wilson --[(INV) starred_actors]--> Gandahar --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for hallam foe
Start Entity:     Hallam Foe
Gold Answer:      [['David Mackenzie']]
Predicted Ans:    David Mackenzie
Predicted Path:   Hallam Foe --[directed_by]--> David Mackenzie --[(INV) directed_by]--> Spread --[directed_by]--> David Mackenzie
Path (Raw):       Hallam Foe --[directed_by]--> David Mackenzie --[(INV) directed_by]--> Spread --[directed_by]--> David Mackenzie
Neg LogProb(↓):   0.002559
Path Entropy(↓):  0.020100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of silent light
Start Entity:     Silent Light
Gold Answer:      [['2012', '2005']]
Predicted Ans:    2007
Predicted Path:   Silent Light --[written_by]--> Carlos Reygadas --[(INV) written_by]--> Silent Light --[release_year]--> 2007
Path (Raw):       Silent Light --[written_by]--> Carlos Reygadas --[(INV) written_by]--> Silent Light --[release_year]--> 2007
Neg LogProb(↓):   0.001617
Path Entropy(↓):  0.012198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films directed by the director of drowning by numbers
Start Entity:     Drowning by Numbers
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Drowning by Numbers --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[in_language]--> English
Path (Raw):       Drowning by Numbers --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[in_language]--> English
Neg LogProb(↓):   0.632366
Path Entropy(↓):  0.691366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor oliver reed starred together with who
Start Entity:     Oliver Reed
Gold Answer:      [['Telly Savalas', 'Sarah Miles', 'Terrence Howard', 'Jennie Linden', 'Simon Oakland', 'Geraldine Chaplin', 'Klaus Kinski', 'James Marshall', 'Candice Bergen', 'Nicol Williamson', 'Michael Crawford', 'Wallace Beery', 'Sarah Polley', 'John Neville', 'Anthony Quinn', 'Joaquin Phoenix', 'Alan Bates', 'Karen Black', 'John Bird', 'Noel Harrison', 'Amanda Donohoe', 'Florinda Bolkan', 'Jackie Cooper', 'Burgess Meredith', 'Bobby Driscoll', 'Charlton Heston', 'Richard Gere', 'Glenda Jackson', 'D.J. Cotrona', 'Laura Ramsey', 'Robert Newton', 'Connie Nielsen', 'Christopher Lee', 'Eric Idle', 'Christian Bale', 'Art Hindle', 'Barbara Carrera', 'Gene Hackman', 'Samantha Eggar', 'Malcolm McDowell', 'Russell Crowe', 'Jonathan Jackson', 'Vanessa Redgrave', 'Elton John', 'Orson Welles', 'Roger Daltrey', 'Diana Rigg', 'Agnes Bruckner', 'Hayley Mills']]
Predicted Ans:    Alan Bates
Predicted Path:   Oliver Reed --[(INV) starred_actors]--> Women in Love --[starred_actors]--> Alan Bates
Path (Raw):       Oliver Reed --[No Operation]--> Oliver Reed --[(INV) starred_actors]--> Women in Love --[starred_actors]--> Alan Bates
Neg LogProb(↓):   0.569735
Path Entropy(↓):  1.570858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by christopher dodd starred who
Start Entity:     Christopher Dodd
Gold Answer:      [['Adrien Brody']]
Predicted Ans:    Adrien Brody
Predicted Path:   Christopher Dodd --[(INV) written_by]--> Wrecked --[starred_actors]--> Adrien Brody
Path (Raw):       Christopher Dodd --[No Operation]--> Christopher Dodd --[(INV) written_by]--> Wrecked --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of nicolo donato written films
Start Entity:     Nicolo Donato
Gold Answer:      [['Will Canon']]
Predicted Ans:    Doug Simon
Predicted Path:   Nicolo Donato --[(INV) directed_by]--> Brotherhood --[written_by]--> Doug Simon
Path (Raw):       Nicolo Donato --[No Operation]--> Nicolo Donato --[(INV) directed_by]--> Brotherhood --[written_by]--> Doug Simon
Neg LogProb(↓):   0.669648
Path Entropy(↓):  0.989934
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the swimmer were in which genres
Start Entity:     The Swimmer
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Swimmer --[directed_by]--> Frank Perry --[(INV) directed_by]--> Rancho Deluxe --[has_genre]--> Comedy
Path (Raw):       The Swimmer --[directed_by]--> Frank Perry --[(INV) directed_by]--> Rancho Deluxe --[has_genre]--> Comedy
Neg LogProb(↓):   0.245920
Path Entropy(↓):  0.778164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by sajid khan
Start Entity:     Sajid Khan
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sajid Khan --[(INV) written_by]--> Housefull 2 --[has_genre]--> Comedy
Path (Raw):       Sajid Khan --[No Operation]--> Sajid Khan --[(INV) written_by]--> Housefull 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of do you like hitchcock?
Start Entity:     Do You Like Hitchcock?
Gold Answer:      [['Latin', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Do You Like Hitchcock? --[written_by]--> Dario Argento --[(INV) written_by]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       Do You Like Hitchcock? --[written_by]--> Dario Argento --[(INV) written_by]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.315570
Path Entropy(↓):  0.634486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was fifty pills directed by
Start Entity:     Fifty Pills
Gold Answer:      [['Theo Avgerinos']]
Predicted Ans:    Theo Avgerinos
Predicted Path:   Fifty Pills --[directed_by]--> Theo Avgerinos --[(INV) directed_by]--> Fifty Pills --[directed_by]--> Theo Avgerinos
Path (Raw):       Fifty Pills --[directed_by]--> Theo Avgerinos --[(INV) directed_by]--> Fifty Pills --[directed_by]--> Theo Avgerinos
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did peter graves act in
Start Entity:     Peter Graves
Gold Answer:      [['Airplane!', 'Beginning of the End', 'Killers from Space', 'Number One with a Bullet', 'It Conquered the World', 'The Five Man Army']]
Predicted Ans:    The Five Man Army
Predicted Path:   Peter Graves --[(INV) starred_actors]--> The Five Man Army --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army
Path (Raw):       Peter Graves --[(INV) starred_actors]--> The Five Man Army --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army
Neg LogProb(↓):   0.592942
Path Entropy(↓):  0.816860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the chosen one were in which genres
Start Entity:     The Chosen One
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Chosen One --[written_by]--> Rob Schneider --[(INV) written_by]--> The Animal --[has_genre]--> Comedy
Path (Raw):       The Chosen One --[written_by]--> Rob Schneider --[(INV) written_by]--> The Animal --[has_genre]--> Comedy
Neg LogProb(↓):   0.032004
Path Entropy(↓):  0.140010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by florian henckel von donnersmarck
Start Entity:     Florian Henckel von Donnersmarck
Gold Answer:      [['Drama', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Florian Henckel von Donnersmarck --[(INV) written_by]--> The Lives of Others --[has_genre]--> Drama
Path (Raw):       Florian Henckel von Donnersmarck --[No Operation]--> Florian Henckel von Donnersmarck --[(INV) written_by]--> The Lives of Others --[has_genre]--> Drama
Neg LogProb(↓):   0.000308
Path Entropy(↓):  0.002798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the princess of montpensier in
Start Entity:     The Princess of Montpensier
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Princess of Montpensier --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Princess of Montpensier --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.606252
Path Entropy(↓):  3.212776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter craig bartholomew strydom co - wrote movies with who
Start Entity:     Craig Bartholomew Strydom
Gold Answer:      [['Malik Bendjelloul', "Stephen 'Sugar' Segerman"]]
Predicted Ans:    Craig Bartholomew Strydom
Predicted Path:   Craig Bartholomew Strydom --[(INV) written_by]--> Searching for Sugar Man --[written_by]--> Craig Bartholomew Strydom
Path (Raw):       Craig Bartholomew Strydom --[No Operation]--> Craig Bartholomew Strydom --[(INV) written_by]--> Searching for Sugar Man --[written_by]--> Craig Bartholomew Strydom
Neg LogProb(↓):   0.007777
Path Entropy(↓):  0.045800
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote the three burials of melquiades estrada
Start Entity:     The Three Burials of Melquiades Estrada
Gold Answer:      [['Danny Huston', 'Charlize Theron', 'Sean Penn', 'Naomi Watts']]
Predicted Ans:    Sean Penn
Predicted Path:   The Three Burials of Melquiades Estrada --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> 21 Grams --[starred_actors]--> Sean Penn
Path (Raw):       The Three Burials of Melquiades Estrada --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> 21 Grams --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.775448
Path Entropy(↓):  1.163016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in shy people
Start Entity:     Shy People
Gold Answer:      [['Christopher Munch', 'Ronald Neame', 'Robert Young', 'Gus Trikonis', 'Paul Mazursky', 'Bud Yorkin', 'Ray Lawrence', 'Woody Allen', 'Barry Levinson', 'Mary Harron', 'Charlie Peters', 'Stephen Gyllenhaal', 'David Anspaugh', 'Matthew Leutwyler', 'Ken Finkleman', 'Richard Rush', 'Frank Perry', 'Garry Marshall', 'Daryl Duke', 'Tab Murphy', 'Jane Campion', 'James Ivory', 'Arthur Hiller', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Woody Allen
Predicted Path:   Shy People --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters --[directed_by]--> Woody Allen
Path (Raw):       Shy People --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.612750
Path Entropy(↓):  1.047923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by simon cellan jones
Start Entity:     Simon Cellan Jones
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Simon Cellan Jones --[(INV) directed_by]--> The One and Only --[has_genre]--> Comedy
Path (Raw):       Simon Cellan Jones --[No Operation]--> Simon Cellan Jones --[(INV) directed_by]--> The One and Only --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the handmaid's tale director
Start Entity:     The Handmaid's Tale
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   The Handmaid's Tale --[directed_by]--> Volker Schlöndorff --[(INV) directed_by]--> Voyager --[in_language]--> English
Path (Raw):       The Handmaid's Tale --[directed_by]--> Volker Schlöndorff --[(INV) directed_by]--> Voyager --[in_language]--> English
Neg LogProb(↓):   0.161236
Path Entropy(↓):  0.421277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the secret six
Start Entity:     The Secret Six
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   The Secret Six --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       The Secret Six --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   1.128723
Path Entropy(↓):  2.083379
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in the corsican brothers
Start Entity:     The Corsican Brothers
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Corsican Brothers --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       The Corsican Brothers --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   1.771937
Path Entropy(↓):  2.885429
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by bruno romy were released in which years
Start Entity:     Bruno Romy
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Bruno Romy --[(INV) written_by]--> The Fairy --[release_year]--> 2011
Path (Raw):       Bruno Romy --[No Operation]--> Bruno Romy --[(INV) written_by]--> The Fairy --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by ken wright release
Start Entity:     Ken Wright
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Ken Wright --[(INV) starred_actors]--> The Hanoi Hilton --[release_year]--> 1987
Path (Raw):       Ken Wright --[No Operation]--> Ken Wright --[(INV) starred_actors]--> The Hanoi Hilton --[release_year]--> 1987
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is exit wounds about
Start Entity:     Exit Wounds
Gold Answer:      [['andrzej bartkowiak', 'steven seagal']]
Predicted Ans:    steven seagal
Predicted Path:   Exit Wounds --[has_tags]--> steven seagal --[(INV) has_tags]--> Pistol Whipped --[has_tags]--> steven seagal
Path (Raw):       Exit Wounds --[has_tags]--> steven seagal --[(INV) has_tags]--> Pistol Whipped --[has_tags]--> steven seagal
Neg LogProb(↓):   0.124773
Path Entropy(↓):  0.443574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by christian molina fall under
Start Entity:     Christian Molina
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Christian Molina --[(INV) written_by]--> I Want to Be a Soldier --[has_genre]--> Drama
Path (Raw):       Christian Molina --[No Operation]--> Christian Molina --[(INV) written_by]--> I Want to Be a Soldier --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Derek lee directed which movies
Start Entity:     Derek Lee
Gold Answer:      [['Afflicted']]
Predicted Ans:    Afflicted
Predicted Path:   Derek Lee --[(INV) directed_by]--> Afflicted --[directed_by]--> Derek Lee --[(INV) directed_by]--> Afflicted
Path (Raw):       Derek Lee --[(INV) directed_by]--> Afflicted --[directed_by]--> Derek Lee --[(INV) directed_by]--> Afflicted
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the sea that thinks released
Start Entity:     The Sea That Thinks
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Sea That Thinks --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       The Sea That Thinks --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.339888
Path Entropy(↓):  4.528689
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the misfortunates were released in which years
Start Entity:     The Misfortunates
Gold Answer:      [['2012']]
Predicted Ans:    2009
Predicted Path:   The Misfortunates --[directed_by]--> Felix van Groeningen --[(INV) directed_by]--> The Misfortunates --[release_year]--> 2009
Path (Raw):       The Misfortunates --[directed_by]--> Felix van Groeningen --[(INV) directed_by]--> The Misfortunates --[release_year]--> 2009
Neg LogProb(↓):   0.013368
Path Entropy(↓):  0.071844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by jesse johnson
Start Entity:     Jesse Johnson
Gold Answer:      [['Drama', 'History']]
Predicted Ans:    Drama
Predicted Path:   Jesse Johnson --[(INV) starred_actors]--> Killing Lincoln --[has_genre]--> Drama
Path (Raw):       Jesse Johnson --[No Operation]--> Jesse Johnson --[(INV) starred_actors]--> Killing Lincoln --[has_genre]--> Drama
Neg LogProb(↓):   0.004307
Path Entropy(↓):  0.027712
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the ruling class actors
Start Entity:     The Ruling Class
Gold Answer:      [['Robert Aldrich', 'Melvyn Bragg', 'Lotte Colin']]
Predicted Ans:    Robert Aldrich
Predicted Path:   The Ruling Class --[starred_actors]--> Harry Andrews --[(INV) starred_actors]--> Too Late the Hero --[written_by]--> Robert Aldrich
Path (Raw):       The Ruling Class --[starred_actors]--> Harry Andrews --[(INV) starred_actors]--> Too Late the Hero --[written_by]--> Robert Aldrich
Neg LogProb(↓):   0.051165
Path Entropy(↓):  0.223540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with my kingdom in
Start Entity:     My Kingdom
Gold Answer:      [['Sioux', 'French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   My Kingdom --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       My Kingdom --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.001857
Path Entropy(↓):  0.014383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the all the colors of the dark director
Start Entity:     All the Colors of the Dark
Gold Answer:      [['War', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   All the Colors of the Dark --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Torso --[has_genre]--> Thriller
Path (Raw):       All the Colors of the Dark --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Torso --[has_genre]--> Thriller
Neg LogProb(↓):   0.000250
Path Entropy(↓):  0.002581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie there was a crooked man... were in which languages
Start Entity:     There Was a Crooked Man...
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   There Was a Crooked Man... --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       There Was a Crooked Man... --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.378037
Path Entropy(↓):  0.979349
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by charles dance were in which languages
Start Entity:     Charles Dance
Gold Answer:      [['Czech']]
Predicted Ans:    charles dance
Predicted Path:   Charles Dance --[(INV) starred_actors]--> Last Action Hero --[has_tags]--> charles dance
Path (Raw):       Charles Dance --[No Operation]--> Charles Dance --[(INV) starred_actors]--> Last Action Hero --[has_tags]--> charles dance
Neg LogProb(↓):   0.026986
Path Entropy(↓):  0.162480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films starred by hurricane streets actors
Start Entity:     Hurricane Streets
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hurricane Streets --[starred_actors]--> Brendan Sexton III --[(INV) starred_actors]--> Desert Blue --[has_genre]--> Drama
Path (Raw):       Hurricane Streets --[starred_actors]--> Brendan Sexton III --[(INV) starred_actors]--> Desert Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.564987
Path Entropy(↓):  0.928962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie blood
Start Entity:     Blood
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Blood --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Blood --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.094532
Path Entropy(↓):  4.111778
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was ole bornedal a writer on
Start Entity:     Ole Bornedal
Gold Answer:      [['Nightwatch', 'Just Another Love Story', 'I Am Dina', 'The Substitute']]
Predicted Ans:    Just Another Love Story
Predicted Path:   Ole Bornedal --[(INV) written_by]--> Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> Just Another Love Story
Path (Raw):       Ole Bornedal --[(INV) written_by]--> Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> Just Another Love Story
Neg LogProb(↓):   0.743831
Path Entropy(↓):  1.687292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of in hell
Start Entity:     In Hell
Gold Answer:      [['Ringo Lam']]
Predicted Ans:    Ringo Lam
Predicted Path:   In Hell --[directed_by]--> Ringo Lam --[(INV) directed_by]--> Replicant --[directed_by]--> Ringo Lam
Path (Raw):       In Hell --[directed_by]--> Ringo Lam --[(INV) directed_by]--> Replicant --[directed_by]--> Ringo Lam
Neg LogProb(↓):   0.261988
Path Entropy(↓):  0.780423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by ray harryhausen were released in which years
Start Entity:     Ray Harryhausen
Gold Answer:      [['1973', '1977']]
Predicted Ans:    1977
Predicted Path:   Ray Harryhausen --[(INV) written_by]--> Sinbad and the Eye of the Tiger --[release_year]--> 1977
Path (Raw):       Ray Harryhausen --[No Operation]--> Ray Harryhausen --[(INV) written_by]--> Sinbad and the Eye of the Tiger --[release_year]--> 1977
Neg LogProb(↓):   0.021024
Path Entropy(↓):  0.101155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed fog over frisco
Start Entity:     Fog Over Frisco
Gold Answer:      [['Stanley Tucci', 'Marlene Dietrich', 'Edward Arnold', 'Ronald Colman', 'James Craig', 'Van Heflin', 'Rufus Sewell', 'Ginger Rogers', 'Lizabeth Scott', 'Anthony Quinn', 'Shirley Temple', 'Joseph Cotten', 'Dick Powell', 'Charlton Heston', 'Michelle Pfeiffer', 'Jennifer Jones', 'Spring Byington', 'Charles Laughton', 'Bette Davis', 'Demi Moore', 'Rupert Everett', 'Kiefer Sutherland', 'Lionel Barrymore', 'Ann Richards', 'William Powell', 'Tom Hulce', 'Kay Francis', 'Joan Blondell', 'Walter Huston', 'Edward G. Robinson', 'William Hurt', 'Barbara Jefford', 'Derek Godfrey', 'Ian Hunter', 'Jennifer Connelly', 'Cecil Kellaway', 'Ruth Hussey', 'Kevin Kline', 'Dean Jagger', 'Jason Alexander', 'Gina Lollobrigida', 'Paul Muni', "Maureen O'Hara"]]
Predicted Ans:    Kevin Kline
Predicted Path:   Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[starred_actors]--> Kevin Kline
Path (Raw):       Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.820276
Path Entropy(↓):  2.065714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of life is beautiful was who
Start Entity:     Life Is Beautiful
Gold Answer:      [['Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Life Is Beautiful --[directed_by]--> Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Path (Raw):       Life Is Beautiful --[directed_by]--> Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   0.001663
Path Entropy(↓):  0.012660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with blame it on the bellboy fall under
Start Entity:     Blame It on the Bellboy
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Blame It on the Bellboy --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[has_genre]--> Comedy
Path (Raw):       Blame It on the Bellboy --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[has_genre]--> Comedy
Neg LogProb(↓):   0.063145
Path Entropy(↓):  0.285578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film choking man
Start Entity:     Choking Man
Gold Answer:      [['1996']]
Predicted Ans:    2006
Predicted Path:   Choking Man --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man --[release_year]--> 2006
Path (Raw):       Choking Man --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man --[release_year]--> 2006
Neg LogProb(↓):   0.005659
Path Entropy(↓):  0.038645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the screenwriter of jefferson in paris were directed by who
Start Entity:     Jefferson in Paris
Gold Answer:      [['James Ivory', 'John Schlesinger']]
Predicted Ans:    James Ivory
Predicted Path:   Jefferson in Paris --[written_by]--> Ruth Prawer Jhabvala --[(INV) written_by]--> Howards End --[directed_by]--> James Ivory
Path (Raw):       Jefferson in Paris --[written_by]--> Ruth Prawer Jhabvala --[(INV) written_by]--> Howards End --[directed_by]--> James Ivory
Neg LogProb(↓):   0.439566
Path Entropy(↓):  0.730009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did peter straub write
Start Entity:     Peter Straub
Gold Answer:      [['Ghost Story']]
Predicted Ans:    Ghost Story
Predicted Path:   Peter Straub --[(INV) written_by]--> Ghost Story --[written_by]--> Peter Straub --[(INV) written_by]--> Ghost Story
Path (Raw):       Peter Straub --[(INV) written_by]--> Ghost Story --[written_by]--> Peter Straub --[(INV) written_by]--> Ghost Story
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed lost in translation
Start Entity:     Lost in Translation
Gold Answer:      [['Stephen Dorff', 'Israel Broussard', 'Claire Julien', 'Emma Watson', 'Josh Hartnett', 'Katie Chang', 'Norma Shearer', 'Kathleen Turner', 'Kirsten Dunst', 'James Woods']]
Predicted Ans:    Scarlett Johansson
Predicted Path:   Lost in Translation --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> Lost in Translation --[starred_actors]--> Scarlett Johansson
Path (Raw):       Lost in Translation --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> Lost in Translation --[starred_actors]--> Scarlett Johansson
Neg LogProb(↓):   0.669676
Path Entropy(↓):  0.861851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Mr. holland's opus, when was it released
Start Entity:     Mr. Holland's Opus
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Mr. Holland's Opus --[release_year]--> 1995 --[(INV) release_year]--> Restoration --[release_year]--> 1995
Path (Raw):       Mr. Holland's Opus --[release_year]--> 1995 --[(INV) release_year]--> Restoration --[release_year]--> 1995
Neg LogProb(↓):   2.658147
Path Entropy(↓):  4.128176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by darryl jones released
Start Entity:     Darryl Jones
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Darryl Jones --[(INV) starred_actors]--> Bring on the Night --[release_year]--> 1985
Path (Raw):       Darryl Jones --[No Operation]--> Darryl Jones --[(INV) starred_actors]--> Bring on the Night --[release_year]--> 1985
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the phantom light is also the director of which movies
Start Entity:     The Phantom Light
Gold Answer:      [['One of Our Aircraft Is Missing', 'Age of Consent', 'The Thief of Bagdad', '49th Parallel', 'Gone to Earth', 'A Canterbury Tale', 'The Tales of Hoffmann', 'Peeping Tom', 'The Red Shoes', 'Black Narcissus', 'The Spy in Black', 'The Edge of the World', 'The Life and Death of Colonel Blimp']]
Predicted Ans:    The Spy in Black
Predicted Path:   The Phantom Light --[directed_by]--> Michael Powell --[(INV) directed_by]--> The Spy in Black
Path (Raw):       The Phantom Light --[directed_by]--> Michael Powell --[(INV) directed_by]--> The Spy in Black --[No Operation]--> The Spy in Black
Neg LogProb(↓):   0.731910
Path Entropy(↓):  1.596213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie the accidental husband released
Start Entity:     The Accidental Husband
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The Accidental Husband --[release_year]--> 2008 --[(INV) release_year]--> Love Story 2050 --[release_year]--> 2008
Path (Raw):       The Accidental Husband --[release_year]--> 2008 --[(INV) release_year]--> Love Story 2050 --[release_year]--> 2008
Neg LogProb(↓):   3.609710
Path Entropy(↓):  4.741065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie zombie and the ghost train in
Start Entity:     Zombie and the Ghost Train
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Zombie and the Ghost Train --[in_language]--> Finnish --[(INV) in_language]--> The Winter War --[in_language]--> Finnish
Path (Raw):       Zombie and the Ghost Train --[in_language]--> Finnish --[(INV) in_language]--> The Winter War --[in_language]--> Finnish
Neg LogProb(↓):   1.001743
Path Entropy(↓):  1.956750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was roland suso richter the director for
Start Entity:     Roland Suso Richter
Gold Answer:      [['The Tunnel', 'The I Inside']]
Predicted Ans:    The Tunnel
Predicted Path:   Roland Suso Richter --[(INV) directed_by]--> The Tunnel --[directed_by]--> Roland Suso Richter --[(INV) directed_by]--> The Tunnel
Path (Raw):       Roland Suso Richter --[(INV) directed_by]--> The Tunnel --[directed_by]--> Roland Suso Richter --[(INV) directed_by]--> The Tunnel
Neg LogProb(↓):   0.240011
Path Entropy(↓):  0.697933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to miss austen regrets
Start Entity:     Miss Austen Regrets
Gold Answer:      [['jane austen']]
Predicted Ans:    Gwyneth Hughes
Predicted Path:   Miss Austen Regrets --[written_by]--> Gwyneth Hughes --[(INV) written_by]--> The Girl --[written_by]--> Gwyneth Hughes
Path (Raw):       Miss Austen Regrets --[written_by]--> Gwyneth Hughes --[(INV) written_by]--> The Girl --[written_by]--> Gwyneth Hughes
Neg LogProb(↓):   0.156003
Path Entropy(↓):  0.602407
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the main language in jane eyre
Start Entity:     Jane Eyre
Gold Answer:      [['English', 'French']]
Predicted Ans:    English
Predicted Path:   Jane Eyre --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Jane Eyre --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   3.308525
Path Entropy(↓):  4.255115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the romeo + juliet director
Start Entity:     Romeo + Juliet
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Romeo + Juliet --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[has_genre]--> Drama
Path (Raw):       Romeo + Juliet --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[has_genre]--> Drama
Neg LogProb(↓):   0.924716
Path Entropy(↓):  1.303041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with james fenimore cooper
Start Entity:     James Fenimore Cooper
Gold Answer:      [['Robert Dillon', 'Michael Mann']]
Predicted Ans:    Michael Mann
Predicted Path:   James Fenimore Cooper --[(INV) written_by]--> The Last of the Mohicans --[written_by]--> Michael Mann
Path (Raw):       James Fenimore Cooper --[No Operation]--> James Fenimore Cooper --[(INV) written_by]--> The Last of the Mohicans --[written_by]--> Michael Mann
Neg LogProb(↓):   1.371473
Path Entropy(↓):  1.978202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of the end of the affair
Start Entity:     The End of the Affair
Gold Answer:      [['Graham Greene', 'Neil Jordan']]
Predicted Ans:    Graham Greene
Predicted Path:   The End of the Affair --[written_by]--> Graham Greene --[(INV) written_by]--> Across the Bridge --[written_by]--> Graham Greene
Path (Raw):       The End of the Affair --[written_by]--> Graham Greene --[(INV) written_by]--> Across the Bridge --[written_by]--> Graham Greene
Neg LogProb(↓):   1.110500
Path Entropy(↓):  1.742763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with steve zahn
Start Entity:     Steve Zahn
Gold Answer:      [['Rachael Harris', 'Lambert Wilson', 'Horst Buchholz', 'Leelee Sobieski', 'Allen Covert', 'Bill Duke', 'Jennifer Aniston', 'Penélope Cruz', 'William H. Macy', 'Jeremy Northam', 'Ally Walker', 'Paul Walker', 'Ethan Hawke', 'Winona Ryder', 'Kiele Sanchez', 'Kevin Heffernan', 'Sam Rockwell', 'Paul Giamatti', 'Jason Biggs', 'Martin Lawrence', 'J. Carrol Naish', 'Michael Lerner', 'Janeane Garofalo', 'Amanda Peet', 'Timothy Olyphant', 'Robert Capron', 'Zachary Gordon', 'Brooke Shields', 'Milla Jovovich', 'Matthias Schweighöfer', 'Drew Barrymore', 'Matthew McConaughey', 'Humphrey Bogart', 'Jack Black', 'Colm Feore', 'Jonah Hill', 'Danny Glover', 'Brittany Murphy']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Steve Zahn --[(INV) starred_actors]--> Reality Bites --[starred_actors]--> Ethan Hawke
Path (Raw):       Steve Zahn --[No Operation]--> Steve Zahn --[(INV) starred_actors]--> Reality Bites --[starred_actors]--> Ethan Hawke
Neg LogProb(↓):   0.106909
Path Entropy(↓):  0.461330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed baadasssss!
Start Entity:     Baadasssss!
Gold Answer:      [['Chris Rock', 'Mario Van Peebles', 'Cybill Shepherd', 'Allen Payne', 'Wesley Snipes', 'Kirk Douglas']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Baadasssss! --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[starred_actors]--> Wesley Snipes
Path (Raw):       Baadasssss! --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.023189
Path Entropy(↓):  0.126469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie second chorus released
Start Entity:     Second Chorus
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Second Chorus --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Path (Raw):       Second Chorus --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Neg LogProb(↓):   1.859302
Path Entropy(↓):  3.230285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with royal flash fall under
Start Entity:     Royal Flash
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Royal Flash --[directed_by]--> Richard Lester --[(INV) directed_by]--> Petulia --[has_genre]--> Drama
Path (Raw):       Royal Flash --[directed_by]--> Richard Lester --[(INV) directed_by]--> Petulia --[has_genre]--> Drama
Neg LogProb(↓):   0.012666
Path Entropy(↓):  0.087824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with eddy terstall
Start Entity:     Eddy Terstall
Gold Answer:      [['Marshall Brickman']]
Predicted Ans:    Marshall Brickman
Predicted Path:   Eddy Terstall --[(INV) directed_by]--> Simon --[directed_by]--> Marshall Brickman
Path (Raw):       Eddy Terstall --[No Operation]--> Eddy Terstall --[(INV) directed_by]--> Simon --[directed_by]--> Marshall Brickman
Neg LogProb(↓):   0.000650
Path Entropy(↓):  0.005421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of dumb and dumber to
Start Entity:     Dumb and Dumber To
Gold Answer:      [['Michael Corrente', 'Peter Farrelly', 'Elaine May']]
Predicted Ans:    Elaine May
Predicted Path:   Dumb and Dumber To --[written_by]--> Peter Farrelly --[(INV) written_by]--> The Heartbreak Kid --[directed_by]--> Elaine May
Path (Raw):       Dumb and Dumber To --[written_by]--> Peter Farrelly --[(INV) written_by]--> The Heartbreak Kid --[directed_by]--> Elaine May
Neg LogProb(↓):   0.073724
Path Entropy(↓):  0.306084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film becoming jane
Start Entity:     Becoming Jane
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Becoming Jane --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Becoming Jane --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.073004
Path Entropy(↓):  4.541400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film jackie brown are directed by who
Start Entity:     Jackie Brown
Gold Answer:      [['Haskell Wexler', 'Walter Hill', 'Gregor Jordan', 'Philip Kaufman', 'Carlo Carlei', 'Les Mayfield', 'David Soren', 'Chris Nahon', 'Joe Roth', 'George Armitage', 'Alastair Fothergill', 'Renny Harlin', 'Bob Saget', 'Paul Marcus', 'Gordon Parks', 'Dwight Yoakam', 'Clare Peploe', 'Bob Rafelson', 'Peter Howitt', 'Paul Thomas Anderson', 'Lewis Teague', 'John Badham', 'Chris Fisher', 'Barry Levinson', 'Fred Williamson', 'William Friedkin', 'Jack Sholder', 'Joe Mantegna', 'Corey Allen', 'Steve Carver', 'Henry Hathaway', 'Henry Selick', 'William Lustig', 'Clark Johnson', 'Harold Becker', 'John Boorman', 'Alan Parker', 'Gene Quintano', 'Reginald Hudlin', 'Andrew Davis', 'Joel Schumacher', 'Francis Ford Coppola', 'Sam Raimi', 'Peter Manoogian', 'Kevin Reynolds', 'Dan Cohen', 'Sam Miller', 'Roger Michell', 'Joseph Sargent', 'John Singleton', 'Cameron Crowe', 'David Wu', 'David R. Ellis', 'Malcolm D. Lee', 'Jack Hill', 'Kasi Lemmons', 'Craig Brewer', 'Thomas Carter', 'John McTiernan', 'Gary Nelson', 'Rod Lurie', 'Neil LaBute', 'M. Night Shyamalan', 'F. Gary Gray', 'Steve Miner', 'Barbet Schroeder', 'Seth Michael Donsky', 'Keith Scholey', 'Tommy Lee Jones']]
Predicted Ans:    Andrew Davis
Predicted Path:   Jackie Brown --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[directed_by]--> Andrew Davis
Path (Raw):       Jackie Brown --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[directed_by]--> Andrew Davis
Neg LogProb(↓):   0.946695
Path Entropy(↓):  1.292107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by shaolin soccer writers
Start Entity:     Shaolin Soccer
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Shaolin Soccer --[written_by]--> Stephen Chow --[(INV) written_by]--> From Beijing with Love --[has_genre]--> Comedy
Path (Raw):       Shaolin Soccer --[written_by]--> Stephen Chow --[(INV) written_by]--> From Beijing with Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.059213
Path Entropy(↓):  0.263281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie goya's ghosts
Start Entity:     Goya's Ghosts
Gold Answer:      [['Stellan Skarsgård', 'Javier Bardem', 'Natalie Portman']]
Predicted Ans:    Stellan Skarsgård
Predicted Path:   Goya's Ghosts --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> The Perfect Murder --[starred_actors]--> Stellan Skarsgård
Path (Raw):       Goya's Ghosts --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> The Perfect Murder --[starred_actors]--> Stellan Skarsgård
Neg LogProb(↓):   0.624582
Path Entropy(↓):  1.342712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with below fall under
Start Entity:     Below
Gold Answer:      [['Western', 'Drama', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Below --[written_by]--> David Twohy --[(INV) written_by]--> A Perfect Getaway --[has_genre]--> Thriller
Path (Raw):       Below --[written_by]--> David Twohy --[(INV) written_by]--> A Perfect Getaway --[has_genre]--> Thriller
Neg LogProb(↓):   1.241246
Path Entropy(↓):  1.651342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the horse soldiers
Start Entity:     The Horse Soldiers
Gold Answer:      [['Thornton Wilder', 'Harry Chandlee', 'Frank Craven', 'Barbara Benedek', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Dudley Nichols', 'Paddy Chayefsky', 'Henri Jeanson', 'Michael Keon', 'Kathryn Bigelow', 'Harry Brown', 'John Patrick', 'F. Hugh Herbert', 'Han Suyin', 'Miles Hood Swarthout', 'Scott Hale', 'Ladislas Fodor', 'Neil H. Swanson', 'Daniel Taradash', 'Garland Roark', 'Samuel A. Taylor', 'Samuel Fuller', 'Alan Le May', 'Thelma Strabel', 'James Bassett', 'Maurice Walsh', "Louis L'Amour", 'Martha Hyer', 'Borden Chase', 'Clair Huffaker', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'Sam Peckinpah', 'W.R. Burnett', 'James Kevin McGuinness', 'Jo Heims', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Warren Duff', 'Lindsley Parsons', 'Glendon Swarthout', 'Clifford Odets', 'Richard Mason', 'Billy Wilder', 'Paul Osborn', 'Rita M. Fink', 'Wendell Mayes', 'Andrew Geer', 'George Seaton', 'Alexander Klein', 'Tom Reed', 'George Owen', 'David Rayfiel', 'Stephen Gaghan', 'Willis Goldbeck', 'Burt Kennedy', 'Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Julien Duvivier', 'Robin Moore', 'Jo Swerling', 'Ernest Haycox', 'Pierre Boulle', 'Andrew J. Fenady', 'George Axelrod', 'Leslie Bohem', 'William Dale Jennings', 'Jonathan Finn', 'Charles Portis', 'James Oliver Curwood', 'Irving Ravetch', 'Douglas McGrath', 'Tinto Brass', 'Rex Beach', 'Walon Green', 'Roy N. Sickner', 'William L. White', 'Leigh Brackett', 'Jules Furthman', 'Courtney Ryley Cooper', 'Garson Kanin', 'Jan de Hartog', 'Ernest Lehman', 'Charles Schnee', 'Albert Mannheimer', 'Blake Edwards', 'Ernest K. Gann', 'Harry Julian Fink', 'C.E. Scoggins', 'Dorothy M. Johnson', 'Stirling Silliphant', 'Frank S. Nugent', 'James Warner Bellah', 'James Edward Grant', 'Lewis E. Lawes', 'Marguerite Roberts', 'William Inge', 'Leo McCarey', 'Harold Bell Wright', 'John Lee Hancock', 'Cameron Hawley', 'Lawrence Hazard', 'Edwin Blum', 'Edmund Trzcinski', 'Donald Bevan', "Eugene O'Neill"]]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Horse Soldiers --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       The Horse Soldiers --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   1.973497
Path Entropy(↓):  2.858458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of craig chester acted films
Start Entity:     Craig Chester
Gold Answer:      [['Tony Vitale', 'Brian Skeet', 'Tom Kalin']]
Predicted Ans:    Tom Kalin
Predicted Path:   Craig Chester --[(INV) starred_actors]--> Swoon --[directed_by]--> Tom Kalin
Path (Raw):       Craig Chester --[No Operation]--> Craig Chester --[(INV) starred_actors]--> Swoon --[directed_by]--> Tom Kalin
Neg LogProb(↓):   0.095502
Path Entropy(↓):  0.319035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was john pasquin the director for
Start Entity:     John Pasquin
Gold Answer:      [['Joe Somebody', 'The Santa Clause', 'Jungle 2 Jungle']]
Predicted Ans:    The Santa Clause
Predicted Path:   John Pasquin --[(INV) directed_by]--> Joe Somebody --[directed_by]--> John Pasquin --[(INV) directed_by]--> The Santa Clause
Path (Raw):       John Pasquin --[(INV) directed_by]--> Joe Somebody --[directed_by]--> John Pasquin --[(INV) directed_by]--> The Santa Clause
Neg LogProb(↓):   0.936294
Path Entropy(↓):  1.418843
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by liar's dice actors
Start Entity:     Liar's Dice
Gold Answer:      [['Ritesh Batra', 'Nandita Das']]
Predicted Ans:    Ritesh Batra
Predicted Path:   Liar's Dice --[starred_actors]--> Nawazuddin Siddiqui --[(INV) starred_actors]--> The Lunchbox --[directed_by]--> Ritesh Batra
Path (Raw):       Liar's Dice --[starred_actors]--> Nawazuddin Siddiqui --[(INV) starred_actors]--> The Lunchbox --[directed_by]--> Ritesh Batra
Neg LogProb(↓):   0.000125
Path Entropy(↓):  0.001382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of avalon was
Start Entity:     Avalon
Gold Answer:      [['Barry Levinson']]
Predicted Ans:    Mamoru Oshii
Predicted Path:   Avalon --[directed_by]--> Mamoru Oshii --[(INV) directed_by]--> Angel's Egg --[directed_by]--> Mamoru Oshii
Path (Raw):       Avalon --[directed_by]--> Mamoru Oshii --[(INV) directed_by]--> Angel's Egg --[directed_by]--> Mamoru Oshii
Neg LogProb(↓):   0.212799
Path Entropy(↓):  0.512464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose writers also wrote the star maker
Start Entity:     The Star Maker
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Star Maker --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       The Star Maker --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.722097
Path Entropy(↓):  0.821106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about san francisco
Start Entity:     san francisco
Gold Answer:      [['Wildflowers', 'Fog City Mavericks', 'Milk', 'Vertigo', 'The Times of Harvey Milk', 'The Maltese Falcon', 'The Rock', 'Butterflies Are Free', 'Dirty Harry']]
Predicted Ans:    Wildflowers
Predicted Path:   san francisco --[(INV) has_tags]--> Wildflowers --[has_tags]--> san francisco --[(INV) has_tags]--> Wildflowers
Path (Raw):       san francisco --[(INV) has_tags]--> Wildflowers --[has_tags]--> san francisco --[(INV) has_tags]--> Wildflowers
Neg LogProb(↓):   1.322849
Path Entropy(↓):  2.434413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed confidentially connie
Start Entity:     Confidentially Connie
Gold Answer:      [['Edward Buzzell']]
Predicted Ans:    Edward Buzzell
Predicted Path:   Confidentially Connie --[directed_by]--> Edward Buzzell --[(INV) directed_by]--> Best Foot Forward --[directed_by]--> Edward Buzzell
Path (Raw):       Confidentially Connie --[directed_by]--> Edward Buzzell --[(INV) directed_by]--> Best Foot Forward --[directed_by]--> Edward Buzzell
Neg LogProb(↓):   0.068399
Path Entropy(↓):  0.247198
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the devil's rain director
Start Entity:     The Devil's Rain
Gold Answer:      [['Annie DeYoung', 'Max Enscoe', 'Ben Hecht', 'Charles MacArthur', 'Emily Brontë', 'Andrea Arnold', 'Olivia Hetreed', 'Robert Fuest']]
Predicted Ans:    Ben Hecht
Predicted Path:   The Devil's Rain --[directed_by]--> Robert Fuest --[(INV) directed_by]--> Wuthering Heights --[written_by]--> Ben Hecht
Path (Raw):       The Devil's Rain --[directed_by]--> Robert Fuest --[(INV) directed_by]--> Wuthering Heights --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.598277
Path Entropy(↓):  1.361024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jason cope star in
Start Entity:     Jason Cope
Gold Answer:      [['District 9']]
Predicted Ans:    District 9
Predicted Path:   Jason Cope --[(INV) starred_actors]--> District 9 --[starred_actors]--> Sharlto Copley --[(INV) starred_actors]--> District 9
Path (Raw):       Jason Cope --[(INV) starred_actors]--> District 9 --[starred_actors]--> Sharlto Copley --[(INV) starred_actors]--> District 9
Neg LogProb(↓):   0.000240
Path Entropy(↓):  0.002276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of face to face
Start Entity:     Face to Face
Gold Answer:      [['Baran bo Odar', 'Kenneth Branagh', 'Alf Sjöberg', 'Jordan Barker', 'Richard Brooks', 'Bille August', 'Steve McQueen', 'Harold Prince', 'Ingmar Bergman', 'Akira Kurosawa', 'Liv Ullmann']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Face to Face --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       Face to Face --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.332662
Path Entropy(↓):  0.920188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in don jon
Start Entity:     Don Jon
Gold Answer:      [['Edward Dmytryk', 'Joseph Ruben', 'Joe Roth', 'Ivan Reitman', 'Richard Glatzer', 'Brian Robbins', 'Lasse Hallström', 'Wash Westmoreland', 'Todd Haynes', 'Tom Kalin', 'Luc Besson', 'Peter Howitt', 'Woody Allen', 'Bart Freundlich', 'Robert Altman', 'Richard Donner', 'Jeremy Joe Kronsberg', 'Ethan Coen', 'Martin Campbell', 'Jon Favreau', 'Scott McGehee', 'David Siegel', 'Michael Bay', 'Allan Moyle', 'Tom Cairns', 'Jane Anderson', 'Jonathan Glazer', 'Lee Tamahori', 'Craig Zisk', 'Ridley Scott', 'Paul Weitz', 'Peter Webber', 'Jay Roach', 'Sofia Coppola', 'Neil Jordan', 'David Cronenberg', 'Atom Egoyan', 'Carine Adler', 'Glenn Jordan', 'Peter Yates', 'Éva Gárdos', 'Stephen Daldry', 'William Wyler', 'Clarence Brown', 'Joel Coen', 'Chris Columbus', 'Robert Pulcini', 'Shari Springer Berman', 'Brian De Palma', 'Michael Ritchie']]
Predicted Ans:    Michael Bay
Predicted Path:   Don Jon --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[directed_by]--> Michael Bay
Path (Raw):       Don Jon --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[directed_by]--> Michael Bay
Neg LogProb(↓):   1.012280
Path Entropy(↓):  1.614303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by cake actors
Start Entity:     Cake
Gold Answer:      [['Ted Hughes', 'Don McKellar', 'Joe Swanberg', 'Michael R. Perry', 'Jeremy Garelick', 'James Cameron', 'Tiffanie DeBartolo', 'Stephen Belber', 'Brandon Camp', 'Stephen Sondheim', 'Jay Lavender', 'Dan Mazeau', 'Allan Loeb', 'David Wain', 'Mark Jones', 'Jason Robert Brown', 'Mike Judge', 'Jeffrey Eugenides', 'James Lapine', 'Massy Tadjedin', 'Jeffrey Blitz', 'Brad Bird', 'Robert Connolly', 'Mickey Rapkin', 'Ted Griffin', 'Steve Worland', 'Dein Perry', 'Mike White', 'Todd Louiso', 'Jacob Koskoff', 'John Hamburg', 'Chris Matheson', "Morgan O'Neill", 'Vince Vaughn', 'Will Reiser', 'Wendy Wasserstein', 'Stephen McCauley', 'Tim McCanlies']]
Predicted Ans:    Ted Griffin
Predicted Path:   Cake --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       Cake --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.202590
Path Entropy(↓):  0.780795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film cruel intentions released
Start Entity:     Cruel Intentions
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Cruel Intentions --[release_year]--> 1999 --[(INV) release_year]--> Nobody Knows Anybody --[release_year]--> 1999
Path (Raw):       Cruel Intentions --[release_year]--> 1999 --[(INV) release_year]--> Nobody Knows Anybody --[release_year]--> 1999
Neg LogProb(↓):   3.291358
Path Entropy(↓):  4.456015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the triumph of love
Start Entity:     The Triumph of Love
Gold Answer:      [['Russell Crowe', 'Bridget Fonda', 'Jim Broadbent']]
Predicted Ans:    Ben Kingsley
Predicted Path:   The Triumph of Love --[directed_by]--> Clare Peploe --[(INV) directed_by]--> The Triumph of Love --[starred_actors]--> Ben Kingsley
Path (Raw):       The Triumph of Love --[directed_by]--> Clare Peploe --[(INV) directed_by]--> The Triumph of Love --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.285961
Path Entropy(↓):  0.777886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of salome's last dance also wrote which films
Start Entity:     Salome's Last Dance
Gold Answer:      [['The Boy Friend', 'Dorian Gray', 'Mahler', 'Lisztomania', 'Whore', 'The Canterville Ghost', 'An Ideal Husband', 'The Importance of Being Earnest', "Lady Windermere's Fan", 'The Lair of the White Worm', 'The Devils', 'The Picture of Dorian Gray', 'The Selfish Giant', 'Tommy', 'A Good Woman', 'Valentino']]
Predicted Ans:    Salome's Last Dance
Predicted Path:   Salome's Last Dance --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance
Path (Raw):       Salome's Last Dance --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[No Operation]--> Salome's Last Dance
Neg LogProb(↓):   0.515644
Path Entropy(↓):  1.165095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of portrait in black is also the director of which films
Start Entity:     Portrait in Black
Gold Answer:      [['Texas Across the River', 'Pillow Talk', 'Cyrano de Bergerac', 'I Can Get It for You Wholesale', 'The Secret of Convict Lake', "Boys' Night Out"]]
Predicted Ans:    Cyrano de Bergerac
Predicted Path:   Portrait in Black --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Cyrano de Bergerac
Path (Raw):       Portrait in Black --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Cyrano de Bergerac --[No Operation]--> Cyrano de Bergerac
Neg LogProb(↓):   0.862431
Path Entropy(↓):  1.570664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote la grande bouffe
Start Entity:     La Grande Bouffe
Gold Answer:      [['1969', '1978', '1981']]
Predicted Ans:    1969
Predicted Path:   La Grande Bouffe --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead --[release_year]--> 1969
Path (Raw):       La Grande Bouffe --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead --[release_year]--> 1969
Neg LogProb(↓):   0.527292
Path Entropy(↓):  0.757212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with zambezia
Start Entity:     Zambezia
Gold Answer:      [['Khumba']]
Predicted Ans:    Zambezia
Predicted Path:   Zambezia --[written_by]--> Raffaella Delle Donne --[(INV) written_by]--> Zambezia
Path (Raw):       Zambezia --[written_by]--> Raffaella Delle Donne --[(INV) written_by]--> Zambezia --[No Operation]--> Zambezia
Neg LogProb(↓):   0.003396
Path Entropy(↓):  0.026270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the screenwriter with king arthur
Start Entity:     King Arthur
Gold Answer:      [['Amistad']]
Predicted Ans:    Amistad
Predicted Path:   King Arthur --[written_by]--> David Franzoni --[(INV) written_by]--> Amistad
Path (Raw):       King Arthur --[written_by]--> David Franzoni --[(INV) written_by]--> Amistad --[No Operation]--> Amistad
Neg LogProb(↓):   0.004155
Path Entropy(↓):  0.026918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of captain america
Start Entity:     Captain America
Gold Answer:      [['Lee Horsley', 'Tom Sizemore', 'Dennis Hopper', 'Claire Forlani', 'Vincent Klyn', 'Carey Lowell', 'Jaime Pressly', 'Steven Seagal', 'Paul Giamatti', 'Deborah Van Valkenburgh', 'Michael Halsey', 'Big Pun', 'James Spader', 'Fat Joe', 'Michael Dudikoff', 'Snoop Dogg', 'Lisa Blount', 'Alan Arkin', 'Charles Rocket', 'Christopher Lambert', 'Rutger Hauer']]
Predicted Ans:    Rutger Hauer
Predicted Path:   Captain America --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Omega Doom --[starred_actors]--> Rutger Hauer
Path (Raw):       Captain America --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Omega Doom --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.712616
Path Entropy(↓):  1.399691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sam wanamaker directed films
Start Entity:     Sam Wanamaker
Gold Answer:      [['Ray Harryhausen']]
Predicted Ans:    Ray Harryhausen
Predicted Path:   Sam Wanamaker --[(INV) directed_by]--> Sinbad and the Eye of the Tiger --[written_by]--> Ray Harryhausen
Path (Raw):       Sam Wanamaker --[No Operation]--> Sam Wanamaker --[(INV) directed_by]--> Sinbad and the Eye of the Tiger --[written_by]--> Ray Harryhausen
Neg LogProb(↓):   0.001337
Path Entropy(↓):  0.010298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the falls director
Start Entity:     The Falls
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   The Falls --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[in_language]--> English
Path (Raw):       The Falls --[directed_by]--> Peter Greenaway --[(INV) directed_by]--> The Pillow Book --[in_language]--> English
Neg LogProb(↓):   0.599463
Path Entropy(↓):  0.688544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the president's analyst are written by who
Start Entity:     The President's Analyst
Gold Answer:      [['Bruce Willis', 'Brian Garfield', 'Hal Fimberg', 'Ben Starr', 'Paddy Chayefsky', 'Michael Crichton', 'Anthony Perkins', 'Barry Levinson', 'Stephen Sondheim', 'Mort W. Elkind', 'Harry Julian Fink', 'Stewart Raffill', 'Christopher Coppola', 'Nick Vallelonga', 'Peter Lovesey', 'Jerry Lewis', 'Bernard Girard', 'Jonathan Lynn', 'Michael Winner', 'Aric Avelino', 'Steven Bagatourian', 'John Kohn', 'Zach Dean', 'Peter Stone', 'Ronald Austin', 'William Bradford Huie', 'Bill Richmond', 'Alan Jacobs', 'Gary Paulsen', 'Richard Brooks', 'Marc Behm', 'Sam Peckinpah', 'Donald S. Sanford']]
Predicted Ans:    Richard Brooks
Predicted Path:   The President's Analyst --[starred_actors]--> James Coburn --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Path (Raw):       The President's Analyst --[starred_actors]--> James Coburn --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.711497
Path Entropy(↓):  1.440757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film derailed are directed by who
Start Entity:     Derailed
Gold Answer:      [['Jez Butterworth', 'David Lister', 'Alfonso Cuarón', 'Mike Nichols', 'Christophe Gans', 'Spike Lee', 'Guillaume Canet', 'Romain Gavras', 'Gilles Mimouni', 'Jan Kounen', 'Kim Chapiron', 'Martin Campbell', 'David Lynch', 'Melissa Painter', 'Billy Wilder', 'Kirk Wise', 'Antoine Fuqua', 'Michele Soavi', 'Heitor Dhalia', 'David Schwimmer', 'Amanda Gusack', 'Dominik Moll', 'David Slade', 'Scott Hicks', 'Christopher Smith', 'David Cronenberg', 'Jean Cocteau', 'John Stockwell', 'Jacques Audiard', 'Stephen Poliakoff', 'Ted Koland', 'Michael Davis', 'Tony Gilroy', 'Gary Trousdale', 'Danny Boyle', 'Johnnie To', 'Darren Aronofsky', 'Hal Hartley', 'Steven Sawalich', 'Julian Gilbey', 'Doug Liman', 'Gary McKendry', 'Mike Hodges', 'Ringo Lam']]
Predicted Ans:    Heitor Dhalia
Predicted Path:   Derailed --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[directed_by]--> Heitor Dhalia
Path (Raw):       Derailed --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[directed_by]--> Heitor Dhalia
Neg LogProb(↓):   0.446016
Path Entropy(↓):  1.046466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by robin hill released
Start Entity:     Robin Hill
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Robin Hill --[(INV) starred_actors]--> Down Terrace --[release_year]--> 2009
Path (Raw):       Robin Hill --[No Operation]--> Robin Hill --[(INV) starred_actors]--> Down Terrace --[release_year]--> 2009
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of bad boys ii
Start Entity:     Bad Boys II
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Bad Boys II --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Path (Raw):       Bad Boys II --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Neg LogProb(↓):   3.542278
Path Entropy(↓):  4.694343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by john v. a. weaver in
Start Entity:     John V.A. Weaver
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   John V.A. Weaver --[(INV) written_by]--> The Adventures of Tom Sawyer --[has_genre]--> Adventure
Path (Raw):       John V.A. Weaver --[No Operation]--> John V.A. Weaver --[(INV) written_by]--> The Adventures of Tom Sawyer --[has_genre]--> Adventure
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a five star life are directed by who
Start Entity:     A Five Star Life
Gold Answer:      [['Nanni Moretti', 'Silvio Soldini', 'Carlo Verdone']]
Predicted Ans:    Carlo Verdone
Predicted Path:   A Five Star Life --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[directed_by]--> Carlo Verdone
Path (Raw):       A Five Star Life --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[directed_by]--> Carlo Verdone
Neg LogProb(↓):   0.000069
Path Entropy(↓):  0.000762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Angst is a film written by this person
Start Entity:     Angst
Gold Answer:      [['Gerald Kargl']]
Predicted Ans:    Gerald Kargl
Predicted Path:   Angst --[written_by]--> Gerald Kargl --[(INV) written_by]--> Angst --[written_by]--> Gerald Kargl
Path (Raw):       Angst --[written_by]--> Gerald Kargl --[(INV) written_by]--> Angst --[written_by]--> Gerald Kargl
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by ron perlman
Start Entity:     Ron Perlman
Gold Answer:      [['Guy Moshe', 'Simon Hunter', 'Michael Cohn', 'Glenn McQuaid', 'Marcus Nispel', 'Dominic Sena', 'John Milius', 'Marc Caro', 'Guillermo del Toro']]
Predicted Ans:    Guillermo del Toro
Predicted Path:   Ron Perlman --[(INV) starred_actors]--> Cronos --[directed_by]--> Guillermo del Toro
Path (Raw):       Ron Perlman --[No Operation]--> Ron Perlman --[(INV) starred_actors]--> Cronos --[directed_by]--> Guillermo del Toro
Neg LogProb(↓):   0.013927
Path Entropy(↓):  0.094407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by stephen tolkin
Start Entity:     Stephen Tolkin
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    nora roberts
Predicted Path:   Stephen Tolkin --[(INV) written_by]--> Carolina Moon --[has_tags]--> nora roberts
Path (Raw):       Stephen Tolkin --[No Operation]--> Stephen Tolkin --[(INV) written_by]--> Carolina Moon --[has_tags]--> nora roberts
Neg LogProb(↓):   0.148025
Path Entropy(↓):  0.401393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the death of the incredible hulk
Start Entity:     The Death of the Incredible Hulk
Gold Answer:      [['Lou Ferrigno', 'Bill Bixby']]
Predicted Ans:    Arnold Schwarzenegger
Predicted Path:   The Death of the Incredible Hulk --[starred_actors]--> Lou Ferrigno --[(INV) starred_actors]--> Pumping Iron --[starred_actors]--> Arnold Schwarzenegger
Path (Raw):       The Death of the Incredible Hulk --[starred_actors]--> Lou Ferrigno --[(INV) starred_actors]--> Pumping Iron --[starred_actors]--> Arnold Schwarzenegger
Neg LogProb(↓):   0.028555
Path Entropy(↓):  0.149414
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of love liza also directed which films
Start Entity:     Love Liza
Gold Answer:      [['Hello I Must Be Going', 'The Marc Pease Experience']]
Predicted Ans:    Hello I Must Be Going
Predicted Path:   Love Liza --[directed_by]--> Todd Louiso --[(INV) directed_by]--> Hello I Must Be Going
Path (Raw):       Love Liza --[directed_by]--> Todd Louiso --[(INV) directed_by]--> Hello I Must Be Going --[No Operation]--> Hello I Must Be Going
Neg LogProb(↓):   0.007751
Path Entropy(↓):  0.050199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of april story
Start Entity:     April Story
Gold Answer:      [['Shunji Iwai']]
Predicted Ans:    Shunji Iwai
Predicted Path:   April Story --[written_by]--> Shunji Iwai --[(INV) written_by]--> Love Letter --[directed_by]--> Shunji Iwai
Path (Raw):       April Story --[written_by]--> Shunji Iwai --[(INV) written_by]--> Love Letter --[directed_by]--> Shunji Iwai
Neg LogProb(↓):   0.006788
Path Entropy(↓):  0.045861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by donald cammell released
Start Entity:     Donald Cammell
Gold Answer:      [['1970', '1987']]
Predicted Ans:    1970
Predicted Path:   Donald Cammell --[(INV) written_by]--> Performance --[release_year]--> 1970
Path (Raw):       Donald Cammell --[No Operation]--> Donald Cammell --[(INV) written_by]--> Performance --[release_year]--> 1970
Neg LogProb(↓):   0.078606
Path Entropy(↓):  0.267889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie elysium
Start Entity:     Elysium
Gold Answer:      [['neill blomkamp', 'matt damon', 'dystopia', 'science fiction', 'jodie foster']]
Predicted Ans:    sharlto copley
Predicted Path:   Elysium --[has_tags]--> neill blomkamp --[(INV) has_tags]--> District 9 --[has_tags]--> sharlto copley
Path (Raw):       Elysium --[has_tags]--> neill blomkamp --[(INV) has_tags]--> District 9 --[has_tags]--> sharlto copley
Neg LogProb(↓):   0.038956
Path Entropy(↓):  0.190382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of william eubank written movies
Start Entity:     William Eubank
Gold Answer:      [['David Bruckner', 'Vladan Nikolic', 'Dan Bush', 'Jacob Gentry', 'Károly Makk']]
Predicted Ans:    David Bruckner
Predicted Path:   William Eubank --[(INV) directed_by]--> The Signal --[directed_by]--> David Bruckner
Path (Raw):       William Eubank --[No Operation]--> William Eubank --[(INV) directed_by]--> The Signal --[directed_by]--> David Bruckner
Neg LogProb(↓):   0.164821
Path Entropy(↓):  0.612159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of nick adams acted films
Start Entity:     Nick Adams
Gold Answer:      [['Mervyn LeRoy']]
Predicted Ans:    kaiju
Predicted Path:   Nick Adams --[(INV) starred_actors]--> Frankenstein Conquers the World --[has_tags]--> kaiju
Path (Raw):       Nick Adams --[No Operation]--> Nick Adams --[(INV) starred_actors]--> Frankenstein Conquers the World --[has_tags]--> kaiju
Neg LogProb(↓):   0.228313
Path Entropy(↓):  0.748928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in rain man
Start Entity:     Rain Man
Gold Answer:      [['1970', '2008', '2003', '1992', '1993', '1985', '1967', '1979', '1974', '2007', '1998', '1951', '2010', '2004', '1982', '1973', '2014', '1994', '1983', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '1997', '1966', '2005', '1991', '1987', '1969']]
Predicted Ans:    2001
Predicted Path:   Rain Man --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Path (Raw):       Rain Man --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Neg LogProb(↓):   1.003411
Path Entropy(↓):  2.149235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was experiment perilous directed by
Start Entity:     Experiment Perilous
Gold Answer:      [['Jacques Tourneur']]
Predicted Ans:    Jacques Tourneur
Predicted Path:   Experiment Perilous --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[directed_by]--> Jacques Tourneur
Path (Raw):       Experiment Perilous --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[directed_by]--> Jacques Tourneur
Neg LogProb(↓):   0.017753
Path Entropy(↓):  0.107730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the facts of life
Start Entity:     The Facts of Life
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   The Facts of Life --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Path (Raw):       The Facts of Life --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Neg LogProb(↓):   2.515301
Path Entropy(↓):  3.613812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the big clock are written by who
Start Entity:     The Big Clock
Gold Answer:      [['James Warner Bellah', "Louis L'Amour", 'Jonathan Latimer', 'Irwin Shaw', 'William Durkee', 'Andrew Geer', 'John Twist', 'Frank Butler', 'Richard Carroll', 'C.S. Forester', 'Barré Lyndon', 'Cornell Woolrich']]
Predicted Ans:    Frank Butler
Predicted Path:   The Big Clock --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[written_by]--> Frank Butler
Path (Raw):       The Big Clock --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[written_by]--> Frank Butler
Neg LogProb(↓):   0.231506
Path Entropy(↓):  0.666474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by charlie's country actors release
Start Entity:     Charlie's Country
Gold Answer:      [['1971', '2002']]
Predicted Ans:    2013
Predicted Path:   Charlie's Country --[starred_actors]--> David Gulpilil --[(INV) starred_actors]--> Charlie's Country --[release_year]--> 2013
Path (Raw):       Charlie's Country --[starred_actors]--> David Gulpilil --[(INV) starred_actors]--> Charlie's Country --[release_year]--> 2013
Neg LogProb(↓):   0.627462
Path Entropy(↓):  0.913221
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of chelsea girls
Start Entity:     Chelsea Girls
Gold Answer:      [['Geri Miller', 'Rooney Mara', 'Sylvia Miles', 'Andrea Feldman', 'Wagner Moura', 'Holly Woodlawn', "Patti D'Arbanville", 'Joe Dallesandro', 'Martin Sheen', 'Geraldine Smith', 'Al Pacino', 'Robert De Niro', 'Maxime McKendry', 'Candy Darling', 'Vittorio De Sica', 'Val Kilmer', 'Udo Kier']]
Predicted Ans:    Joe Dallesandro
Predicted Path:   Chelsea Girls --[directed_by]--> Paul Morrissey --[(INV) directed_by]--> Heat --[starred_actors]--> Joe Dallesandro
Path (Raw):       Chelsea Girls --[directed_by]--> Paul Morrissey --[(INV) directed_by]--> Heat --[starred_actors]--> Joe Dallesandro
Neg LogProb(↓):   0.490203
Path Entropy(↓):  1.300675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of room in rome
Start Entity:     Room in Rome
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Room in Rome --[directed_by]--> Julio Medem --[(INV) directed_by]--> Room in Rome --[in_language]--> Spanish
Path (Raw):       Room in Rome --[directed_by]--> Julio Medem --[(INV) directed_by]--> Room in Rome --[in_language]--> Spanish
Neg LogProb(↓):   0.129938
Path Entropy(↓):  0.434441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film a golden christmas were released in which years
Start Entity:     A Golden Christmas
Gold Answer:      [['1996', '2005', '2007']]
Predicted Ans:    2005
Predicted Path:   A Golden Christmas --[starred_actors]--> Andrea Roth --[(INV) starred_actors]--> Chasing Christmas --[release_year]--> 2005
Path (Raw):       A Golden Christmas --[starred_actors]--> Andrea Roth --[(INV) starred_actors]--> Chasing Christmas --[release_year]--> 2005
Neg LogProb(↓):   0.596708
Path Entropy(↓):  1.092074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the slammin'salmon
Start Entity:     The Slammin' Salmon
Gold Answer:      [['Kevin Heffernan']]
Predicted Ans:    Kevin Heffernan
Predicted Path:   The Slammin' Salmon --[starred_actors]--> Kevin Heffernan --[(INV) starred_actors]--> Strange Wilderness --[starred_actors]--> Kevin Heffernan
Path (Raw):       The Slammin' Salmon --[starred_actors]--> Kevin Heffernan --[(INV) starred_actors]--> Strange Wilderness --[starred_actors]--> Kevin Heffernan
Neg LogProb(↓):   0.125965
Path Entropy(↓):  0.371004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the detonator
Start Entity:     The Detonator
Gold Answer:      [['Walter Hill', 'Philip Kaufman', 'Robert Clouse', 'Bruce Lee', 'James B. Harris', 'Ron Shelton', 'Andrew Goth', 'Josef Rusnak', 'Giorgio Serafini', 'Spike Lee', 'John Badham', 'Tony Scott', 'Antoine Fuqua', 'Simon Fellows', 'Tony Giglio', 'Kevin Hooks', 'David Carson', 'Mario Van Peebles', 'Christian Duguay', 'Anthony Hickox', 'Stuart Baird', 'Marcus Adams', 'Takeshi Kitano', 'Stephen Norrington', 'Hideo Nakata', 'David DeFalco', 'Guillermo del Toro', 'Coline Serreau', 'Marco Brambilla', 'Mike Figgis']]
Predicted Ans:    James B. Harris
Predicted Path:   The Detonator --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[directed_by]--> James B. Harris
Path (Raw):       The Detonator --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[directed_by]--> James B. Harris
Neg LogProb(↓):   1.017791
Path Entropy(↓):  1.776375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director paul abascal
Start Entity:     Paul Abascal
Gold Answer:      [['Cole Hauser']]
Predicted Ans:    Cole Hauser
Predicted Path:   Paul Abascal --[(INV) directed_by]--> Paparazzi --[starred_actors]--> Cole Hauser
Path (Raw):       Paul Abascal --[No Operation]--> Paul Abascal --[(INV) directed_by]--> Paparazzi --[starred_actors]--> Cole Hauser
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film the blues brothers
Start Entity:     The Blues Brothers
Gold Answer:      [['John Landis']]
Predicted Ans:    John Landis
Predicted Path:   The Blues Brothers --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III --[directed_by]--> John Landis
Path (Raw):       The Blues Brothers --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III --[directed_by]--> John Landis
Neg LogProb(↓):   0.002218
Path Entropy(↓):  0.016518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with giancarlo de cataldo
Start Entity:     Giancarlo De Cataldo
Gold Answer:      [['Michele Placido']]
Predicted Ans:    Giancarlo De Cataldo
Predicted Path:   Giancarlo De Cataldo --[(INV) written_by]--> Romanzo Criminale --[written_by]--> Giancarlo De Cataldo
Path (Raw):       Giancarlo De Cataldo --[No Operation]--> Giancarlo De Cataldo --[(INV) written_by]--> Romanzo Criminale --[written_by]--> Giancarlo De Cataldo
Neg LogProb(↓):   0.004545
Path Entropy(↓):  0.029013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What film did david michener write
Start Entity:     David Michener
Gold Answer:      [['The Great Mouse Detective']]
Predicted Ans:    The Great Mouse Detective
Predicted Path:   David Michener --[(INV) written_by]--> The Great Mouse Detective --[written_by]--> Eve Titus --[(INV) written_by]--> The Great Mouse Detective
Path (Raw):       David Michener --[(INV) written_by]--> The Great Mouse Detective --[written_by]--> Eve Titus --[(INV) written_by]--> The Great Mouse Detective
Neg LogProb(↓):   0.502745
Path Entropy(↓):  0.869113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by roy moore in
Start Entity:     Roy Moore
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Roy Moore --[(INV) written_by]--> Black Christmas --[has_genre]--> Horror
Path (Raw):       Roy Moore --[No Operation]--> Roy Moore --[(INV) written_by]--> Black Christmas --[has_genre]--> Horror
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by gabriel bologna
Start Entity:     Gabriel Bologna
Gold Answer:      [['Robert Patrick', 'Danielle Harris', 'James Duval']]
Predicted Ans:    Robert Patrick
Predicted Path:   Gabriel Bologna --[(INV) written_by]--> The Black Waters of Echo's Pond --[starred_actors]--> Robert Patrick
Path (Raw):       Gabriel Bologna --[No Operation]--> Gabriel Bologna --[(INV) written_by]--> The Black Waters of Echo's Pond --[starred_actors]--> Robert Patrick
Neg LogProb(↓):   0.123670
Path Entropy(↓):  0.359646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film dedee d'anvers were in which genres
Start Entity:     Dédée d'Anvers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dédée d'Anvers --[directed_by]--> Yves Allégret --[(INV) directed_by]--> Dédée d'Anvers --[has_genre]--> Drama
Path (Raw):       Dédée d'Anvers --[directed_by]--> Yves Allégret --[(INV) directed_by]--> Dédée d'Anvers --[has_genre]--> Drama
Neg LogProb(↓):   0.004383
Path Entropy(↓):  0.028769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by blast actors
Start Entity:     Blast
Gold Answer:      [['Marcus Warren', 'Giorgio Serafini', 'Mick Rossi', 'Shawn Sourgose', 'Sean Stanek', 'Rey Reyes', 'Aaron Seltzer', 'Jeff Buhler', 'Master P', 'Tom McCarthy', 'Johan Grimonprez', 'Robert Townsend', 'Clive Barker', 'Scott Wiper', 'Preston A. Whitmore II', 'Michael McCullers', 'Graham Greene', 'Jim Davis', 'Herman Melville', 'John Ridley', 'Andy Breckman']]
Predicted Ans:    Preston A. Whitmore II
Predicted Path:   Blast --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[written_by]--> Preston A. Whitmore II
Path (Raw):       Blast --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[written_by]--> Preston A. Whitmore II
Neg LogProb(↓):   0.027132
Path Entropy(↓):  0.149100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of black legion also wrote movies
Start Entity:     Black Legion
Gold Answer:      [['Black Fury', 'White Banners', 'Five Star Final', 'Jezebel', 'So Big!', 'Bordertown', 'Sergeant York', 'Command Decision']]
Predicted Ans:    Bordertown
Predicted Path:   Black Legion --[written_by]--> Robert Lord --[(INV) written_by]--> Bordertown
Path (Raw):       Black Legion --[written_by]--> Robert Lord --[(INV) written_by]--> Bordertown --[No Operation]--> Bordertown
Neg LogProb(↓):   0.135517
Path Entropy(↓):  0.493852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of melissa p.
Start Entity:     Melissa P.
Gold Answer:      [['Tilda Swinton']]
Predicted Ans:    Luca Guadagnino
Predicted Path:   Melissa P. --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P. --[directed_by]--> Luca Guadagnino
Path (Raw):       Melissa P. --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P. --[directed_by]--> Luca Guadagnino
Neg LogProb(↓):   0.077985
Path Entropy(↓):  0.330635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film why did i get married too?
Start Entity:     Why Did I Get Married Too?
Gold Answer:      [['2009', '2008', '2005', '1993', '2010', '2006', '2014', '2012', '2011', '2007']]
Predicted Ans:    2010
Predicted Path:   Why Did I Get Married Too? --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[release_year]--> 2010
Path (Raw):       Why Did I Get Married Too? --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[release_year]--> 2010
Neg LogProb(↓):   0.939973
Path Entropy(↓):  1.945945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie ben - hur, when was it released
Start Entity:     Ben-Hur
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Ben-Hur --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Ben-Hur --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.514415
Path Entropy(↓):  3.334569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of it's a boy girl thing also starred in which films
Start Entity:     It's a Boy Girl Thing
Gold Answer:      [['Frozen', 'Just My Luck']]
Predicted Ans:    Just My Luck
Predicted Path:   It's a Boy Girl Thing --[starred_actors]--> Samaire Armstrong --[(INV) starred_actors]--> Just My Luck
Path (Raw):       It's a Boy Girl Thing --[starred_actors]--> Samaire Armstrong --[No Operation]--> Samaire Armstrong --[(INV) starred_actors]--> Just My Luck
Neg LogProb(↓):   0.416112
Path Entropy(↓):  0.731278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed happiness
Start Entity:     Happiness
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Happiness --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Path (Raw):       Happiness --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[has_genre]--> Comedy
Neg LogProb(↓):   0.643194
Path Entropy(↓):  0.763025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed roger dodger
Start Entity:     Roger Dodger
Gold Answer:      [['Laura Linney']]
Predicted Ans:    Jesse Eisenberg
Predicted Path:   Roger Dodger --[directed_by]--> Dylan Kidd --[(INV) directed_by]--> Roger Dodger --[starred_actors]--> Jesse Eisenberg
Path (Raw):       Roger Dodger --[directed_by]--> Dylan Kidd --[(INV) directed_by]--> Roger Dodger --[starred_actors]--> Jesse Eisenberg
Neg LogProb(↓):   0.066269
Path Entropy(↓):  0.272909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the directors of their films also directed les cousins
Start Entity:     Les Cousins
Gold Answer:      [['Robert Ardrey', 'Gustave Flaubert', 'Charlotte Armstrong', 'Nicholas Blake', 'Francis Szpiner', 'Claude Chabrol', 'Paul Gégauff', 'Georges Simenon', 'Ruth Rendell']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Les Cousins --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[written_by]--> Claude Chabrol
Path (Raw):       Les Cousins --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[written_by]--> Claude Chabrol
Neg LogProb(↓):   0.593766
Path Entropy(↓):  1.183888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by paul robeson
Start Entity:     Paul Robeson
Gold Answer:      [['J. Lee Thompson', 'Dudley Murphy', 'Andrew Marton', 'J. Elder Wills', 'Robert Stevenson', 'Compton Bennett']]
Predicted Ans:    Andrew Marton
Predicted Path:   Paul Robeson --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Andrew Marton
Path (Raw):       Paul Robeson --[No Operation]--> Paul Robeson --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Andrew Marton
Neg LogProb(↓):   0.983779
Path Entropy(↓):  1.649106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was paul gallico the writer of
Start Entity:     Paul Gallico
Gold Answer:      [['Poseidon', 'The Pride of the Yankees', 'The Three Lives of Thomasina', 'Lili', 'The Poseidon Adventure']]
Predicted Ans:    The Three Lives of Thomasina
Predicted Path:   Paul Gallico --[(INV) written_by]--> The Three Lives of Thomasina --[written_by]--> Robert Westerby --[(INV) written_by]--> The Three Lives of Thomasina
Path (Raw):       Paul Gallico --[(INV) written_by]--> The Three Lives of Thomasina --[written_by]--> Robert Westerby --[(INV) written_by]--> The Three Lives of Thomasina
Neg LogProb(↓):   1.245950
Path Entropy(↓):  1.156130
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of effi briest
Start Entity:     Effi Briest
Gold Answer:      [['Veronika Voss', 'Katzelmacher', 'The American Soldier', 'The Marriage of Maria Braun', 'Chinese Roulette', 'Why Does Herr R. Run Amok?', 'Lola', 'Whity', 'Beware of a Holy Whore', 'Querelle', 'The Bitter Tears of Petra von Kant', 'World on a Wire', 'Gods of the Plague', 'Water Drops on Burning Rocks', 'Fox and His Friends', "Satan's Brew", 'Lili Marleen', 'The Merchant of Four Seasons']]
Predicted Ans:    Lola
Predicted Path:   Effi Briest --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lola
Path (Raw):       Effi Briest --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lola --[No Operation]--> Lola
Neg LogProb(↓):   0.190824
Path Entropy(↓):  0.875653
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film purple violets
Start Entity:     Purple Violets
Gold Answer:      [['Karen McCullah', 'Kirsten Smith', 'Kevin Pollak', 'Kris Isacsson', 'George Gallo', 'Edward Burns', 'William H. Macy', 'Steven Schachter', 'James Naughtie', 'Doug Jung', 'John Waters', 'John Carpenter', 'Peter Lefcourt', 'Dana Lustig', 'Debra Hill', 'Choderlos de Laclos', 'Amanda Brown', 'Robert Rodat', 'Peter Morgan', 'Jeremy Power Regimbal', 'Joshua Close']]
Predicted Ans:    Edward Burns
Predicted Path:   Purple Violets --[starred_actors]--> Edward Burns --[(INV) starred_actors]--> She's the One --[written_by]--> Edward Burns
Path (Raw):       Purple Violets --[starred_actors]--> Edward Burns --[(INV) starred_actors]--> She's the One --[written_by]--> Edward Burns
Neg LogProb(↓):   1.016050
Path Entropy(↓):  1.529610
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film scoop
Start Entity:     Scoop
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Scoop --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       Scoop --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   2.919630
Path Entropy(↓):  4.687000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in mobius
Start Entity:     Möbius
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Möbius --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> Hereafter --[in_language]--> French
Path (Raw):       Möbius --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> Hereafter --[in_language]--> French
Neg LogProb(↓):   0.028177
Path Entropy(↓):  0.126968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by peter o'toole release
Start Entity:     Peter O'Toole
Gold Answer:      [['1980', '2006', '1985', '1967', '1984', '1998', '1968', '1982', '1972', '1971', '1990', '1962', '1988', '1978', '1964', '1966', '1960', '1991', '1965', '1987', '1986']]
Predicted Ans:    1965
Predicted Path:   Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[release_year]--> 1965
Path (Raw):       Peter O'Toole --[No Operation]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[release_year]--> 1965
Neg LogProb(↓):   1.865243
Path Entropy(↓):  2.441380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by brent gorski were in which genres
Start Entity:     Brent Gorski
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Brent Gorski --[(INV) starred_actors]--> Holding Trevor --[has_genre]--> Drama
Path (Raw):       Brent Gorski --[No Operation]--> Brent Gorski --[(INV) starred_actors]--> Holding Trevor --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in proof of life
Start Entity:     Proof of Life
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1935', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1956', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '1922', '2013', '1988', '1934', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1958']]
Predicted Ans:    1999
Predicted Path:   Proof of Life --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       Proof of Life --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.543269
Path Entropy(↓):  2.562820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by danish
Start Entity:     danish
Gold Answer:      [['Open Hearts', 'Klown', 'Submarino', 'The Boss of It All', 'The Inheritance', 'The Hunt', 'Italian for Beginners', "Adam's Apples", 'Murk']]
Predicted Ans:    The Boss of It All
Predicted Path:   danish --[(INV) has_tags]--> The Boss of It All --[has_tags]--> lars von trier --[(INV) has_tags]--> The Boss of It All
Path (Raw):       danish --[(INV) has_tags]--> The Boss of It All --[has_tags]--> lars von trier --[(INV) has_tags]--> The Boss of It All
Neg LogProb(↓):   0.017606
Path Entropy(↓):  0.107014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the second chance
Start Entity:     The Second Chance
Gold Answer:      [['Marshall Allman', 'Claire Holt', 'Tania Raymonde']]
Predicted Ans:    Tania Raymonde
Predicted Path:   The Second Chance --[directed_by]--> Steve Taylor --[(INV) directed_by]--> Blue Like Jazz --[starred_actors]--> Tania Raymonde
Path (Raw):       The Second Chance --[directed_by]--> Steve Taylor --[(INV) directed_by]--> Blue Like Jazz --[starred_actors]--> Tania Raymonde
Neg LogProb(↓):   0.285748
Path Entropy(↓):  0.849528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing how i won the war
Start Entity:     How I Won the War
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   How I Won the War --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       How I Won the War --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.182036
Path Entropy(↓):  0.454876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in butch cassidy and the sundance kid also appears in which movies
Start Entity:     Butch Cassidy and the Sundance Kid
Gold Answer:      [['The Hustler', 'Spy Game', 'Message in a Bottle', 'The Towering Inferno', 'The Silver Chalice', 'The Rack', 'The Life and Times of Judge Roy Bean', 'Torn Curtain', 'Legal Eagles', 'Sweet Bird of Youth', 'A New Kind of Love', 'Lions for Lambs', 'All Is Lost', 'Quintet', 'A Walk in the Woods', 'Winning', 'Downhill Racer', 'The Company You Keep', 'Little Fauss and Big Halsy', 'The Chase', 'Out of Africa', "Nobody's Fool", 'The Electric Horseman', 'The Natural', 'An Unfinished Life', 'This Property Is Condemned', 'The Prize', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Slap Shot', 'Cars', 'Three Days of the Condor', 'What a Way to Go!', 'Cool Hand Luke', 'The Left Handed Gun', 'The Last Castle', 'Where the Money Is', 'The Great Gatsby', 'Inside Daisy Clover', 'From the Terrace', 'WUSA', 'Twilight', 'The Hudsucker Proxy', 'The Young Philadelphians', 'The Way We Were', "All the President's Men", 'Sometimes a Great Notion', 'The Horse Whisperer', 'Barefoot in the Park', 'Absence of Malice', 'Indecent Proposal', 'The Long, Hot Summer', 'The Hot Rock', 'The Candidate', 'Paris Blues', 'Blaze', 'Havana', 'Brubaker', 'Pocket Money', 'Jeremiah Johnson', 'The Great Waldo Pepper', 'The Verdict', 'The Sting', 'Cat on a Hot Tin Roof', 'The Color of Money', 'Hombre', 'Sneakers', 'Harper', 'Hud', "Rally 'Round the Flag, Boys!", 'The Drowning Pool']]
Predicted Ans:    The Great Gatsby
Predicted Path:   Butch Cassidy and the Sundance Kid --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby
Path (Raw):       Butch Cassidy and the Sundance Kid --[starred_actors]--> Robert Redford --[No Operation]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby
Neg LogProb(↓):   1.279611
Path Entropy(↓):  2.815733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the greatest story ever told
Start Entity:     The Greatest Story Ever Told
Gold Answer:      [['George Stevens']]
Predicted Ans:    George Stevens
Predicted Path:   The Greatest Story Ever Told --[written_by]--> George Stevens --[(INV) written_by]--> The Greatest Story Ever Told --[written_by]--> George Stevens
Path (Raw):       The Greatest Story Ever Told --[written_by]--> George Stevens --[(INV) written_by]--> The Greatest Story Ever Told --[written_by]--> George Stevens
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the chasers
Start Entity:     The Chasers
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   The Chasers --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       The Chasers --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.785577
Path Entropy(↓):  3.588873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ole bornedal starred which actors
Start Entity:     Ole Bornedal
Gold Answer:      [['William Forsythe', 'Patricia Arquette', 'Dalton James', 'Amanda Donohoe', 'Luis Guzmán', 'Josh Brolin', 'Ewan McGregor', 'Raymond Cruz', 'Natasha Gregson Wagner', 'Tom Berenger']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Ole Bornedal --[(INV) written_by]--> Nightwatch --[starred_actors]--> Ewan McGregor
Path (Raw):       Ole Bornedal --[No Operation]--> Ole Bornedal --[(INV) written_by]--> Nightwatch --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   1.183884
Path Entropy(↓):  1.554938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie go were in which languages
Start Entity:     Go
Gold Answer:      [['Icelandic', 'French']]
Predicted Ans:    2010
Predicted Path:   Go --[starred_actors]--> Katie Holmes --[(INV) starred_actors]--> Don't Be Afraid of the Dark --[release_year]--> 2010
Path (Raw):       Go --[starred_actors]--> Katie Holmes --[(INV) starred_actors]--> Don't Be Afraid of the Dark --[release_year]--> 2010
Neg LogProb(↓):   1.340807
Path Entropy(↓):  1.627838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie i am the law
Start Entity:     I Am the Law
Gold Answer:      [['1980', '1934', '1944', '1942', '1945', '1941', '1955', '1952', '1956']]
Predicted Ans:    1941
Predicted Path:   I Am the Law --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[release_year]--> 1941
Path (Raw):       I Am the Law --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[release_year]--> 1941
Neg LogProb(↓):   0.811385
Path Entropy(↓):  1.536712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for emma's bliss
Start Entity:     Emma's Bliss
Gold Answer:      [['Claudia Schreiber']]
Predicted Ans:    Claudia Schreiber
Predicted Path:   Emma's Bliss --[written_by]--> Claudia Schreiber --[(INV) written_by]--> Emma's Bliss --[written_by]--> Claudia Schreiber
Path (Raw):       Emma's Bliss --[written_by]--> Claudia Schreiber --[(INV) written_by]--> Emma's Bliss --[written_by]--> Claudia Schreiber
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie four lions were released in which years
Start Entity:     Four Lions
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Four Lions --[written_by]--> Sam Bain --[(INV) written_by]--> Magicians --[release_year]--> 2007
Path (Raw):       Four Lions --[written_by]--> Sam Bain --[(INV) written_by]--> Magicians --[release_year]--> 2007
Neg LogProb(↓):   0.025542
Path Entropy(↓):  0.127270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of caddyshack
Start Entity:     Caddyshack
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Caddyshack --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Stuart Saves His Family --[has_genre]--> Comedy
Path (Raw):       Caddyshack --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Stuart Saves His Family --[has_genre]--> Comedy
Neg LogProb(↓):   0.387809
Path Entropy(↓):  0.844508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by mark mylod release
Start Entity:     Mark Mylod
Gold Answer:      [['2005', '2002']]
Predicted Ans:    2002
Predicted Path:   Mark Mylod --[(INV) directed_by]--> Ali G Indahouse --[release_year]--> 2002
Path (Raw):       Mark Mylod --[No Operation]--> Mark Mylod --[(INV) directed_by]--> Ali G Indahouse --[release_year]--> 2002
Neg LogProb(↓):   0.205478
Path Entropy(↓):  0.479990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter carl gottlieb co - wrote movies with who
Start Entity:     Carl Gottlieb
Gold Answer:      [['Robert Boris', 'Steve Martin', 'Bruce Jay Friedman', 'Michael Elias', 'Peter Benchley']]
Predicted Ans:    Steve Martin
Predicted Path:   Carl Gottlieb --[(INV) written_by]--> The Jerk --[written_by]--> Steve Martin
Path (Raw):       Carl Gottlieb --[No Operation]--> Carl Gottlieb --[(INV) written_by]--> The Jerk --[written_by]--> Steve Martin
Neg LogProb(↓):   0.437871
Path Entropy(↓):  0.993146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the invisible woman also appears in which films
Start Entity:     The Invisible Woman
Gold Answer:      [['Like Crazy', 'Chalet Girl', 'True Story', 'The Theory of Everything', 'Hysteria', 'Breathe In', 'Albatross']]
Predicted Ans:    Chalet Girl
Predicted Path:   The Invisible Woman --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl
Path (Raw):       The Invisible Woman --[starred_actors]--> Felicity Jones --[No Operation]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl
Neg LogProb(↓):   0.039943
Path Entropy(↓):  0.176681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the lone ranger
Start Entity:     The Lone Ranger
Gold Answer:      [['Isla Fisher', 'Julia Roberts', 'Johnny Depp', 'Brad Pitt', 'Nicolas Cage', 'Martin Henderson', 'Naomi Watts', 'Abigail Breslin', 'Hope Davis', 'Ned Beatty', 'Michael Caine']]
Predicted Ans:    Ned Beatty
Predicted Path:   The Lone Ranger --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango --[starred_actors]--> Ned Beatty
Path (Raw):       The Lone Ranger --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango --[starred_actors]--> Ned Beatty
Neg LogProb(↓):   0.082213
Path Entropy(↓):  0.277178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed high fidelity
Start Entity:     High Fidelity
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '1998', '2009', '2010', '1971', '1990', '1996', '2002', '2012', '2013', '1988', '2000', '2005', '1987']]
Predicted Ans:    1990
Predicted Path:   High Fidelity --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Grifters --[release_year]--> 1990
Path (Raw):       High Fidelity --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Grifters --[release_year]--> 1990
Neg LogProb(↓):   1.815596
Path Entropy(↓):  2.704145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of wild geese ii were directed by who
Start Entity:     Wild Geese II
Gold Answer:      [['Andrew V. McLaglen']]
Predicted Ans:    Andrew V. McLaglen
Predicted Path:   Wild Geese II --[written_by]--> Daniel Carney --[(INV) written_by]--> The Wild Geese --[directed_by]--> Andrew V. McLaglen
Path (Raw):       Wild Geese II --[written_by]--> Daniel Carney --[(INV) written_by]--> The Wild Geese --[directed_by]--> Andrew V. McLaglen
Neg LogProb(↓):   0.039353
Path Entropy(↓):  0.163753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed world on a wire
Start Entity:     World on a Wire
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   World on a Wire --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Gods of the Plague --[in_language]--> German
Path (Raw):       World on a Wire --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Gods of the Plague --[in_language]--> German
Neg LogProb(↓):   0.555821
Path Entropy(↓):  1.212670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the apollo 13 director release
Start Entity:     Apollo 13
Gold Answer:      [['1988', '2001', '2008', '2003', '1992', '1989', '2005', '1991', '1982', '1996', '2006', '1985', '1994', '2013', '1986', '2011', '1984', '1977']]
Predicted Ans:    1996
Predicted Path:   Apollo 13 --[directed_by]--> Ron Howard --[(INV) directed_by]--> Ransom --[release_year]--> 1996
Path (Raw):       Apollo 13 --[directed_by]--> Ron Howard --[(INV) directed_by]--> Ransom --[release_year]--> 1996
Neg LogProb(↓):   1.370764
Path Entropy(↓):  2.347770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of johnny handsome
Start Entity:     Johnny Handsome
Gold Answer:      [['Passion Play', 'Homeboy', 'Generation Iron', 'The Wrestler', 'Double Team', 'The Bucket List', 'She Hate Me', 'Kiss the Girls', 'Domino', 'Unleashed', 'Unforgiven', 'Amistad', 'Edison', 'Oblivion', 'Barfly', 'Wanted', 'Thick as Thieves', "This Boy's Life", 'Bad Company', 'Another Happy Day', 'Clean and Sober', 'Nurse Betty', 'Switch', 'Immortals', 'Lucy', 'Hard Rain', 'An Unfinished Life', 'The Hunting of the President', 'Evan Almighty', 'Dolphin Tale 2', 'Rumble Fish', 'Harley Davidson and the Marlboro Man', 'Last Vegas', 'White Sands', 'Bruce Almighty', 'Sea of Love', '10 Items or Less', 'The Long Way Home', 'The Big Easy', 'Angel Heart', 'Feast of Love', 'The Magic of Belle Isle', 'Mercy', 'Moll Flanders', 'Killshot', "Buffalo '66", 'Glory', 'Spun', 'Born to Be Wild', 'Along Came a Spider', 'Lucky Number Slevin', 'Man Trouble', 'Million Dollar Baby', 'Bullet', 'High Crimes', 'Desperate Hours', 'Year of the Dragon', 'Lean on Me', 'Wild Bill', 'Under Suspicion', 'Outbreak', 'The Shawshank Redemption', 'The Pope of Greenwich Village', 'The Contract', 'A Prayer for the Dying', 'Wild Orchid', 'Invictus', 'Driving Miss Daisy', 'Drop Dead Gorgeous', 'Chain Reaction']]
Predicted Ans:    A Prayer for the Dying
Predicted Path:   Johnny Handsome --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> A Prayer for the Dying
Path (Raw):       Johnny Handsome --[starred_actors]--> Mickey Rourke --[No Operation]--> Mickey Rourke --[(INV) starred_actors]--> A Prayer for the Dying
Neg LogProb(↓):   1.518990
Path Entropy(↓):  2.336774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the last run
Start Entity:     The Last Run
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   The Last Run --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[in_language]--> English
Path (Raw):       The Last Run --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[in_language]--> English
Neg LogProb(↓):   1.516598
Path Entropy(↓):  1.599719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is tootsie in
Start Entity:     Tootsie
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tootsie --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Tootsie --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.323904
Path Entropy(↓):  4.347027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by sam rosen
Start Entity:     Sam Rosen
Gold Answer:      [['Brady Kiernan']]
Predicted Ans:    Brady Kiernan
Predicted Path:   Sam Rosen --[(INV) starred_actors]--> Stuck Between Stations --[directed_by]--> Brady Kiernan
Path (Raw):       Sam Rosen --[No Operation]--> Sam Rosen --[(INV) starred_actors]--> Stuck Between Stations --[directed_by]--> Brady Kiernan
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by marlene dietrich
Start Entity:     Marlene Dietrich
Gold Answer:      [['Jerome Sable', 'René Clair', 'William Dieterle', 'Ernst Lubitsch', 'Fritz Lang', 'Ray Enright', 'Frank Borzage', 'Billy Wilder', 'Neil Jordan', 'Henry Koster', 'Mitchell Leisen', "Robert Vincent O'Neill", 'Josef von Sternberg', 'Lewis Seiler', 'George Marshall', 'Richard Boleslawski', 'Stanley Kramer', 'Alfred Hitchcock']]
Predicted Ans:    Billy Wilder
Predicted Path:   Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Path (Raw):       Marlene Dietrich --[No Operation]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.980508
Path Entropy(↓):  2.103183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of nicolas lopez written films
Start Entity:     Nicolás López
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Nicolás López --[(INV) written_by]--> Aftershock --[release_year]--> 2012
Path (Raw):       Nicolás López --[No Operation]--> Nicolás López --[(INV) written_by]--> Aftershock --[release_year]--> 2012
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie our vines have tender grapes were in which genres
Start Entity:     Our Vines Have Tender Grapes
Gold Answer:      [['Family', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Our Vines Have Tender Grapes --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Path (Raw):       Our Vines Have Tender Grapes --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Neg LogProb(↓):   0.135840
Path Entropy(↓):  0.526072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was jim thompson a writer on
Start Entity:     Jim Thompson
Gold Answer:      [['The Killer Inside Me', 'The Killing', 'Série noire', 'After Dark, My Sweet', 'The Grifters', 'This World, Then the Fireworks', 'The Getaway']]
Predicted Ans:    Série noire
Predicted Path:   Jim Thompson --[(INV) written_by]--> Série noire --[written_by]--> Jim Thompson --[(INV) written_by]--> Série noire
Path (Raw):       Jim Thompson --[(INV) written_by]--> Série noire --[written_by]--> Jim Thompson --[(INV) written_by]--> Série noire
Neg LogProb(↓):   0.316619
Path Entropy(↓):  1.156853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of star kid
Start Entity:     Star Kid
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Star Kid --[written_by]--> Manny Coto --[(INV) written_by]--> Dr. Giggles --[release_year]--> 1992
Path (Raw):       Star Kid --[written_by]--> Manny Coto --[(INV) written_by]--> Dr. Giggles --[release_year]--> 1992
Neg LogProb(↓):   0.057079
Path Entropy(↓):  0.214346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe one crazy summer
Start Entity:     One Crazy Summer
Gold Answer:      [['demi moore']]
Predicted Ans:    demi moore
Predicted Path:   One Crazy Summer --[has_tags]--> demi moore --[(INV) has_tags]--> Half Light --[has_tags]--> demi moore
Path (Raw):       One Crazy Summer --[has_tags]--> demi moore --[(INV) has_tags]--> Half Light --[has_tags]--> demi moore
Neg LogProb(↓):   0.003834
Path Entropy(↓):  0.025138
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of la notte
Start Entity:     La Notte
Gold Answer:      [['Christine Boisson', 'Daniela Silverio', 'Jack Nicholson', 'Betsy Blair', 'Massimo Girotti', 'Maria Schneider', 'Monica Vitti', 'John Malkovich', 'Alida Valli', 'Alain Delon', 'Gabriele Ferzetti', 'Lea Massari', 'Richard Harris', 'Ferdinando Sarmi', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Brunella Bovo', 'Irène Jacob', 'Steve Cochran']]
Predicted Ans:    Daniela Silverio
Predicted Path:   La Notte --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Identification of a Woman --[starred_actors]--> Daniela Silverio
Path (Raw):       La Notte --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Identification of a Woman --[starred_actors]--> Daniela Silverio
Neg LogProb(↓):   0.403305
Path Entropy(↓):  1.165242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by enrico colantoni release
Start Entity:     Enrico Colantoni
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Enrico Colantoni --[(INV) starred_actors]--> James Dean --[release_year]--> 2001
Path (Raw):       Enrico Colantoni --[No Operation]--> Enrico Colantoni --[(INV) starred_actors]--> James Dean --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by angela ismailos release
Start Entity:     Angela Ismailos
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Angela Ismailos --[(INV) written_by]--> Great Directors --[release_year]--> 2009
Path (Raw):       Angela Ismailos --[No Operation]--> Angela Ismailos --[(INV) written_by]--> Great Directors --[release_year]--> 2009
Neg LogProb(↓):   0.002641
Path Entropy(↓):  0.018295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by julian richards release
Start Entity:     Julian Richards
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Julian Richards --[(INV) directed_by]--> The Last Horror Movie --[release_year]--> 2003
Path (Raw):       Julian Richards --[No Operation]--> Julian Richards --[(INV) directed_by]--> The Last Horror Movie --[release_year]--> 2003
Neg LogProb(↓):   0.000062
Path Entropy(↓):  0.000662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with tahar rahim
Start Entity:     Tahar Rahim
Gold Answer:      [['Michael Lonsdale', 'Mark Strong', 'Antonio Banderas', 'Bérénice Bejo', 'Ali Mosaffa', 'Freida Pinto']]
Predicted Ans:    Tahar Rahim
Predicted Path:   Tahar Rahim --[(INV) starred_actors]--> The Past --[starred_actors]--> Tahar Rahim
Path (Raw):       Tahar Rahim --[No Operation]--> Tahar Rahim --[(INV) starred_actors]--> The Past --[starred_actors]--> Tahar Rahim
Neg LogProb(↓):   0.343006
Path Entropy(↓):  0.769788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the fallen idol directed by
Start Entity:     The Fallen Idol
Gold Answer:      [['Carol Reed']]
Predicted Ans:    Carol Reed
Predicted Path:   The Fallen Idol --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Path (Raw):       The Fallen Idol --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Neg LogProb(↓):   0.491301
Path Entropy(↓):  0.916153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by tate donovan fall under
Start Entity:     Tate Donovan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tate Donovan --[(INV) starred_actors]--> Ethan Frome --[has_genre]--> Drama
Path (Raw):       Tate Donovan --[No Operation]--> Tate Donovan --[(INV) starred_actors]--> Ethan Frome --[has_genre]--> Drama
Neg LogProb(↓):   0.003009
Path Entropy(↓):  0.021317
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed san antonio
Start Entity:     San Antonio
Gold Answer:      [['1946', '1944', '1936', '1935', '1941', '1939', '1933', '1951', '1953', '1947', '1932', '1915', '1956', '1943', '1976', '1942', '1940', '1955', '1934', '1949', '1950', '1952', '1929', '1945', '1924', '1930']]
Predicted Ans:    1953
Predicted Path:   San Antonio --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Lawless Breed --[release_year]--> 1953
Path (Raw):       San Antonio --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Lawless Breed --[release_year]--> 1953
Neg LogProb(↓):   2.164917
Path Entropy(↓):  3.299892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the disappearance of alice creed are written by who
Start Entity:     The Disappearance of Alice Creed
Gold Answer:      [['Brian Koppelman', 'David Levien', 'Michael R. Perry', 'Moira Buffini', 'Posy Simmonds']]
Predicted Ans:    David Levien
Predicted Path:   The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> Runner Runner --[written_by]--> David Levien
Path (Raw):       The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> Runner Runner --[written_by]--> David Levien
Neg LogProb(↓):   0.660435
Path Entropy(↓):  0.923841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of hilary brougher written movies
Start Entity:     Hilary Brougher
Gold Answer:      [['Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Hilary Brougher --[(INV) directed_by]--> Innocence --[written_by]--> Paul Cox
Path (Raw):       Hilary Brougher --[No Operation]--> Hilary Brougher --[(INV) directed_by]--> Innocence --[written_by]--> Paul Cox
Neg LogProb(↓):   0.479192
Path Entropy(↓):  0.722843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of how to lose a guy in 10 days
Start Entity:     How to Lose a Guy in 10 Days
Gold Answer:      [['Grumpy Old Men', 'The Favor', 'Miss Congeniality', 'Mystic Pizza', 'Just My Luck', 'Welcome to Mooseport', 'Opportunity Knocks', 'My Favorite Martian']]
Predicted Ans:    Just My Luck
Predicted Path:   How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck
Path (Raw):       How to Lose a Guy in 10 Days --[No Operation]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck
Neg LogProb(↓):   0.025395
Path Entropy(↓):  0.143558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of money train also starred in which movies
Start Entity:     Money Train
Gold Answer:      [['The Fan', 'The Contractor', 'Futuresport', 'The Art of War', 'The People vs. Larry Flynt', 'Free Birds', 'Monster-in-Law', 'Out of the Furnace', 'Electra Glide in Blue', 'Selena', 'Hard Luck', 'In Cold Blood', 'Blade', 'Indecent Proposal', 'The Cell', 'Transsiberian', 'Enough', 'Undisputed', 'Murder at 1600', 'Game of Death', 'The Back-up Plan', 'Zombieland', 'Unstoppable', 'Seven Pounds', 'Home', '7 Seconds', 'The Grand', 'Demolition Man', 'Maid in Manhattan', 'Jack', 'Semi-Pro', 'The Wedding Planner', "Mo' Better Blues", 'Bunraku', 'Play It to the Bone', 'After the Sunset', 'U.S. Marshals', 'Blade II', 'Now You See Me', 'Gallowwalkers', 'Natural Born Killers', 'Drop Zone', 'Game Change', 'An Unfinished Life', 'Palmetto', 'A Prairie Home Companion', 'Sugar Hill', 'Anaconda', 'Parker', 'Grass', 'Boiling Point', 'Kingpin', 'Rampart', 'Chaos', 'Jungle Fever', 'The Detonator', 'Surfer, Dude', 'How to Make Money Selling Drugs', 'Angel Eyes', "White Men Can't Jump", 'The Boy Next Door', 'One Night Stand', 'The Marksman', 'The Cowboy Way', 'Out of Sight', 'The Messenger', 'Busting', 'The Prize Winner of Defiance, Ohio', 'New Jack City', 'Defendor', 'Passenger 57', 'Bordertown', "Brooklyn's Finest", 'Doc Hollywood', 'Rising Sun', 'Scorched', 'The Hi-Lo Country', 'Blood and Wine']]
Predicted Ans:    Mo' Better Blues
Predicted Path:   Money Train --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Mo' Better Blues
Path (Raw):       Money Train --[starred_actors]--> Wesley Snipes --[No Operation]--> Wesley Snipes --[(INV) starred_actors]--> Mo' Better Blues
Neg LogProb(↓):   1.187857
Path Entropy(↓):  2.230484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the baby of macon
Start Entity:     The Baby of Mâcon
Gold Answer:      [['1988', '1980', '2008', '1991', '1982', '1996', '1987', '2007']]
Predicted Ans:    1987
Predicted Path:   The Baby of Mâcon --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Belly of an Architect --[release_year]--> 1987
Path (Raw):       The Baby of Mâcon --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Belly of an Architect --[release_year]--> 1987
Neg LogProb(↓):   0.594770
Path Entropy(↓):  1.451955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the wicker man
Start Entity:     The Wicker Man
Gold Answer:      [['1988', '1978', '1997', '1972', '2003', '2002', '1981', '2007']]
Predicted Ans:    1981
Predicted Path:   The Wicker Man --[written_by]--> Neil LaBute --[(INV) written_by]--> Possession --[release_year]--> 1981
Path (Raw):       The Wicker Man --[written_by]--> Neil LaBute --[(INV) written_by]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   1.453713
Path Entropy(↓):  2.046661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does stacy keach appear in
Start Entity:     Stacy Keach
Gold Answer:      [['Fat City', 'The New Centurions', 'The Mountain of the Cannibal God', 'That Championship Season', 'Planes', 'Gray Lady Down', 'Butterfly']]
Predicted Ans:    Butterfly
Predicted Path:   Stacy Keach --[(INV) starred_actors]--> Butterfly --[written_by]--> Matt Cimber --[(INV) written_by]--> Butterfly
Path (Raw):       Stacy Keach --[(INV) starred_actors]--> Butterfly --[written_by]--> Matt Cimber --[(INV) written_by]--> Butterfly
Neg LogProb(↓):   0.196999
Path Entropy(↓):  0.518300
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by tom keene fall under
Start Entity:     Tom Keene
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Tom Keene --[(INV) starred_actors]--> Our Daily Bread --[has_genre]--> Documentary
Path (Raw):       Tom Keene --[No Operation]--> Tom Keene --[(INV) starred_actors]--> Our Daily Bread --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is god is brazilian about
Start Entity:     God Is Brazilian
Gold Answer:      [['god', 'comedy', 'brazil']]
Predicted Ans:    comedy
Predicted Path:   God Is Brazilian --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       God Is Brazilian --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.875958
Path Entropy(↓):  1.056344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about cabin
Start Entity:     cabin
Gold Answer:      [['Cabin Fever', 'The Cabin in the Woods']]
Predicted Ans:    The Cabin in the Woods
Predicted Path:   cabin --[(INV) has_tags]--> The Cabin in the Woods --[has_tags]--> fran kranz --[(INV) has_tags]--> The Cabin in the Woods
Path (Raw):       cabin --[(INV) has_tags]--> The Cabin in the Woods --[has_tags]--> fran kranz --[(INV) has_tags]--> The Cabin in the Woods
Neg LogProb(↓):   0.068954
Path Entropy(↓):  0.245892
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by giuseppe barilla were in which genres
Start Entity:     Giuseppe Barilla
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Giuseppe Barilla --[(INV) written_by]--> Blood and Black Lace --[has_genre]--> Horror
Path (Raw):       Giuseppe Barilla --[No Operation]--> Giuseppe Barilla --[(INV) written_by]--> Blood and Black Lace --[has_genre]--> Horror
Neg LogProb(↓):   0.673709
Path Entropy(↓):  0.692955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by kelly makin
Start Entity:     Kelly Makin
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Kelly Makin --[(INV) directed_by]--> Mickey Blue Eyes --[in_language]--> English
Path (Raw):       Kelly Makin --[No Operation]--> Kelly Makin --[(INV) directed_by]--> Mickey Blue Eyes --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by sylvia kristel were released in which years
Start Entity:     Sylvia Kristel
Gold Answer:      [['1988', '2008', '1985', '1979', '1981', '1974']]
Predicted Ans:    1985
Predicted Path:   Sylvia Kristel --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Path (Raw):       Sylvia Kristel --[No Operation]--> Sylvia Kristel --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Neg LogProb(↓):   0.576766
Path Entropy(↓):  0.960191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film control room
Start Entity:     Control Room
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Control Room --[in_language]--> English --[(INV) in_language]--> The Power of One --[in_language]--> English
Path (Raw):       Control Room --[in_language]--> English --[(INV) in_language]--> The Power of One --[in_language]--> English
Neg LogProb(↓):   1.896620
Path Entropy(↓):  2.728125
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the green mile also directed which films
Start Entity:     The Green Mile
Gold Answer:      [['The Majestic', 'The Shawshank Redemption', 'Buried Alive', 'The Mist']]
Predicted Ans:    The Majestic
Predicted Path:   The Green Mile --[directed_by]--> Frank Darabont --[(INV) directed_by]--> The Majestic
Path (Raw):       The Green Mile --[directed_by]--> Frank Darabont --[(INV) directed_by]--> The Majestic --[No Operation]--> The Majestic
Neg LogProb(↓):   0.236119
Path Entropy(↓):  0.708831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of charlie's country
Start Entity:     Charlie's Country
Gold Answer:      [['1996', '2006', '2002', '1993']]
Predicted Ans:    1996
Predicted Path:   Charlie's Country --[written_by]--> Rolf de Heer --[(INV) written_by]--> The Quiet Room --[release_year]--> 1996
Path (Raw):       Charlie's Country --[written_by]--> Rolf de Heer --[(INV) written_by]--> The Quiet Room --[release_year]--> 1996
Neg LogProb(↓):   0.450153
Path Entropy(↓):  1.024721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film first blood were in which genres
Start Entity:     First Blood
Gold Answer:      [['Music', 'Sport', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Action
Predicted Path:   First Blood --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[has_genre]--> Action
Path (Raw):       First Blood --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[has_genre]--> Action
Neg LogProb(↓):   0.240852
Path Entropy(↓):  0.566415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the bank dick are written by who
Start Entity:     The Bank Dick
Gold Answer:      [['Buster Keaton', 'Edward F. Cline', 'Willard Mack', 'Joseph L. Mankiewicz', 'Mae West']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Bank Dick --[directed_by]--> Edward F. Cline --[(INV) directed_by]--> The Frozen North --[written_by]--> Buster Keaton
Path (Raw):       The Bank Dick --[directed_by]--> Edward F. Cline --[(INV) directed_by]--> The Frozen North --[written_by]--> Buster Keaton
Neg LogProb(↓):   0.849666
Path Entropy(↓):  1.101102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the dark knight were in which languages
Start Entity:     The Dark Knight
Gold Answer:      [['Norwegian', 'English']]
Predicted Ans:    Norwegian
Predicted Path:   The Dark Knight --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[in_language]--> Norwegian
Path (Raw):       The Dark Knight --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[in_language]--> Norwegian
Neg LogProb(↓):   0.033948
Path Entropy(↓):  0.152682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for sunshine
Start Entity:     Sunshine
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Sunshine --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Sunshine --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.220720
Path Entropy(↓):  2.515388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Ektoras lygizos directed which films
Start Entity:     Ektoras Lygizos
Gold Answer:      [["Boy Eating the Bird's Food"]]
Predicted Ans:    Boy Eating the Bird's Food
Predicted Path:   Ektoras Lygizos --[(INV) directed_by]--> Boy Eating the Bird's Food --[directed_by]--> Ektoras Lygizos --[(INV) directed_by]--> Boy Eating the Bird's Food
Path (Raw):       Ektoras Lygizos --[(INV) directed_by]--> Boy Eating the Bird's Food --[directed_by]--> Ektoras Lygizos --[(INV) directed_by]--> Boy Eating the Bird's Food
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of queen of the amazons
Start Entity:     Queen of the Amazons
Gold Answer:      [['Edward Finney']]
Predicted Ans:    Edward Finney
Predicted Path:   Queen of the Amazons --[directed_by]--> Edward Finney --[(INV) directed_by]--> Queen of the Amazons --[directed_by]--> Edward Finney
Path (Raw):       Queen of the Amazons --[directed_by]--> Edward Finney --[(INV) directed_by]--> Queen of the Amazons --[directed_by]--> Edward Finney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the conformist
Start Entity:     The Conformist
Gold Answer:      [['The Last Emperor', 'Once Upon a Time in the West', 'Before the Revolution', 'Besieged', 'Me and You', '1900', "The Spider's Stratagem", 'Stealing Beauty', 'Little Buddha', 'Contempt', 'The Triumph of Love', 'Last Tango in Paris', 'The Sheltering Sky', 'Two Women']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   The Conformist --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Once Upon a Time in the West
Path (Raw):       The Conformist --[No Operation]--> The Conformist --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Once Upon a Time in the West
Neg LogProb(↓):   0.067290
Path Entropy(↓):  0.288947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie kinetta were released in which years
Start Entity:     Kinetta
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   Kinetta --[directed_by]--> Yorgos Lanthimos --[(INV) directed_by]--> Dogtooth --[release_year]--> 2009
Path (Raw):       Kinetta --[directed_by]--> Yorgos Lanthimos --[(INV) directed_by]--> Dogtooth --[release_year]--> 2009
Neg LogProb(↓):   0.003405
Path Entropy(↓):  0.024124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did kiefer sutherland direct
Start Entity:     Kiefer Sutherland
Gold Answer:      [['Truth or Consequences, N.M.']]
Predicted Ans:    Desert Saints
Predicted Path:   Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints
Path (Raw):       Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints
Neg LogProb(↓):   0.569584
Path Entropy(↓):  2.068098
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote bread and chocolate
Start Entity:     Bread and Chocolate
Gold Answer:      [['Anthony Quinn', 'Barbara Jefford', "Milo O'Shea", 'Maurice Roëves', 'Silvana Mangano', 'Kirk Douglas']]
Predicted Ans:    Kirk Douglas
Predicted Path:   Bread and Chocolate --[written_by]--> Franco Brusati --[(INV) written_by]--> Ulysses --[starred_actors]--> Kirk Douglas
Path (Raw):       Bread and Chocolate --[written_by]--> Franco Brusati --[(INV) written_by]--> Ulysses --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.122604
Path Entropy(↓):  0.464577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the wall
Start Entity:     The Wall
Gold Answer:      [['Oskar Roehler', 'Michel Houellebecq', 'Sandra Nettelbeck', 'Uli Edel', 'Bernd Eichinger', 'Stefan Aust', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    Florian Henckel von Donnersmarck
Predicted Path:   The Wall --[starred_actors]--> Martina Gedeck --[(INV) starred_actors]--> The Lives of Others --[written_by]--> Florian Henckel von Donnersmarck
Path (Raw):       The Wall --[starred_actors]--> Martina Gedeck --[(INV) starred_actors]--> The Lives of Others --[written_by]--> Florian Henckel von Donnersmarck
Neg LogProb(↓):   0.003375
Path Entropy(↓):  0.023737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of chris waitt written movies
Start Entity:     Chris Waitt
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Chris Waitt --[(INV) written_by]--> A Complete History of My Sexual Failures --[release_year]--> 2008
Path (Raw):       Chris Waitt --[No Operation]--> Chris Waitt --[(INV) written_by]--> A Complete History of My Sexual Failures --[release_year]--> 2008
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with rebecca da costa
Start Entity:     Rebecca Da Costa
Gold Answer:      [['John Cusack', 'Robert De Niro', 'Crispin Glover']]
Predicted Ans:    Robert De Niro
Predicted Path:   Rebecca Da Costa --[(INV) starred_actors]--> The Bag Man --[starred_actors]--> Robert De Niro
Path (Raw):       Rebecca Da Costa --[No Operation]--> Rebecca Da Costa --[(INV) starred_actors]--> The Bag Man --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.143486
Path Entropy(↓):  0.403991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed regeneration
Start Entity:     Regeneration
Gold Answer:      [['Bing Crosby', 'Jane Russell', 'Robert Alda', 'Aldo Ray', 'Van Heflin', 'Claire Trevor', 'Philip Carey', 'Clint Eastwood', 'Gary Cooper', 'Dorothy Malone', 'Walter Pidgeon', 'Tyne Daly', 'Gregory Peck', 'Donna Reed', 'Jack Carson', 'Gladys George', 'Priscilla Lane', 'Raymond Massey', 'Robert Mitchum', 'Ann Sheridan', 'Virginia Mayo', "Edmond O'Brien", 'Alan Hale', 'Joel McCrea', 'Olivia de Havilland', 'Errol Flynn', 'Teresa Wright', 'George Raft', 'James Cagney', 'Eleanor Parker', 'John Agar', 'Robert Ryan', 'John Wayne', 'Roy Rogers', 'Walter Brennan', 'Sydney Greenstreet', 'Judith Anderson', 'Brenda Marshall', 'Robert Beatty', 'Rita Hayworth', 'Kirk Douglas', 'Alexis Smith', 'Dean Jagger', 'Ronald Reagan', 'Clark Gable', 'Marion Davies', 'Mona Freeman', 'Humphrey Bogart', 'Ida Lupino', 'Peter Lorre', 'Rock Hudson', 'Margaret Wycherly']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Regeneration --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> High Sierra --[starred_actors]--> Humphrey Bogart
Path (Raw):       Regeneration --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> High Sierra --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.389020
Path Entropy(↓):  1.238101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in identity thief
Start Entity:     Identity Thief
Gold Answer:      [['Melissa McCarthy', 'Jason Bateman']]
Predicted Ans:    Jason Bateman
Predicted Path:   Identity Thief --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Longest Week --[starred_actors]--> Jason Bateman
Path (Raw):       Identity Thief --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Longest Week --[starred_actors]--> Jason Bateman
Neg LogProb(↓):   0.000635
Path Entropy(↓):  0.006106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie a walk among the tombstones
Start Entity:     A Walk Among the Tombstones
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2015', '1984', '1963', '2009', '2010', '2004', '2014', '1994', '1995', '1990', '1989', '1996', '2012', '2011', '2013', '1988', '2000', '2005', '1991', '1999', '1987']]
Predicted Ans:    2014
Predicted Path:   A Walk Among the Tombstones --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Taken 3 --[release_year]--> 2014
Path (Raw):       A Walk Among the Tombstones --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Taken 3 --[release_year]--> 2014
Neg LogProb(↓):   1.567576
Path Entropy(↓):  2.281864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in in america
Start Entity:     In America
Gold Answer:      [['Samantha Morton']]
Predicted Ans:    Samantha Morton
Predicted Path:   In America --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Path (Raw):       In America --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.012113
Path Entropy(↓):  0.078617
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the china syndrome released
Start Entity:     The China Syndrome
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   The China Syndrome --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       The China Syndrome --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   2.623298
Path Entropy(↓):  3.755899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the human stain
Start Entity:     The Human Stain
Gold Answer:      [['Sally Field', 'Bruce Willis', 'Dustin Hoffman', 'Radha Mitchell', 'Anthony Hopkins', 'Barry Brown', 'Lily Tomlin', 'Loren Dean', 'Jessica Tandy', 'Ellen Barkin', 'Greg Kinnear', 'Eric Roberts', 'Chris Rock', 'Meryl Streep', 'Nicole Kidman', 'Kim Basinger', 'Amy Madigan', 'Paul Newman', 'Roy Scheider', 'Gene Hackman', 'Laurence Fishburne', 'Susan Sarandon', 'Art Carney', 'Jeff Bridges', 'Billy Burke', 'Mare Winningham', 'Frank Langella', 'Bill Macy', 'Eugene Roche', 'Melanie Griffith', 'Kristen Stewart', 'Reese Witherspoon', 'Rosanna Arquette', 'Ed Harris', 'Joe Grifasi', 'Lindsay Crouse', 'Morgan Freeman']]
Predicted Ans:    Eric Roberts
Predicted Path:   The Human Stain --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool --[starred_actors]--> Eric Roberts
Path (Raw):       The Human Stain --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   1.289015
Path Entropy(↓):  2.750337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed dr. no
Start Entity:     Dr. No
Gold Answer:      [['Terence Young']]
Predicted Ans:    Terence Young
Predicted Path:   Dr. No --[directed_by]--> Terence Young --[(INV) directed_by]--> The Valachi Papers --[directed_by]--> Terence Young
Path (Raw):       Dr. No --[directed_by]--> Terence Young --[(INV) directed_by]--> The Valachi Papers --[directed_by]--> Terence Young
Neg LogProb(↓):   0.046277
Path Entropy(↓):  0.218708
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does amber joy williams star in
Start Entity:     Amber Joy Williams
Gold Answer:      [['Home Movie']]
Predicted Ans:    Home Movie
Predicted Path:   Amber Joy Williams --[(INV) starred_actors]--> Home Movie --[starred_actors]--> Amber Joy Williams --[(INV) starred_actors]--> Home Movie
Path (Raw):       Amber Joy Williams --[(INV) starred_actors]--> Home Movie --[starred_actors]--> Amber Joy Williams --[(INV) starred_actors]--> Home Movie
Neg LogProb(↓):   0.159338
Path Entropy(↓):  0.581076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of spy game
Start Entity:     Spy Game
Gold Answer:      [['Judge Reinhold', 'Bruce Willis', 'Mickey Rourke', 'Tom Cruise', 'Maureen Stapleton', 'Catherine Deneuve', 'Denzel Washington', 'Will Smith', 'Radha Mitchell', 'Dennis Hopper', 'Robert De Niro', 'Delroy Lindo', 'Stuart Wilson', 'Madeleine Stowe', 'Anthony Quinn', 'Eddie Murphy', 'Christian Slater', 'Chelsea Field', 'Patricia Arquette', 'Noble Willingham', 'David Bowie', 'Anthony Edwards', 'James Garner', 'Nicole Kidman', 'Lauren Bacall', 'Jacqueline Obradors', 'Christopher Walken', 'Lisa Bonet', 'Jon Voight', 'Kim Coates', 'Val Kilmer', 'Robert Duvall', 'Kevin Costner', 'Keira Knightley', 'Susan Sarandon', 'Ronny Cox', 'Gene Hackman', 'Randy Quaid', 'Dakota Fanning', 'Chris Pine', 'Damon Wayans', 'Wesley Snipes', 'Kelly McGillis']]
Predicted Ans:    Robert Duvall
Predicted Path:   Spy Game --[directed_by]--> Tony Scott --[(INV) directed_by]--> Days of Thunder --[starred_actors]--> Robert Duvall
Path (Raw):       Spy Game --[directed_by]--> Tony Scott --[(INV) directed_by]--> Days of Thunder --[starred_actors]--> Robert Duvall
Neg LogProb(↓):   1.006216
Path Entropy(↓):  1.668438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by pascale pouzadoux were in which genres
Start Entity:     Pascale Pouzadoux
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pascale Pouzadoux --[(INV) directed_by]--> De l'autre côté du lit --[has_genre]--> Comedy
Path (Raw):       Pascale Pouzadoux --[No Operation]--> Pascale Pouzadoux --[(INV) directed_by]--> De l'autre côté du lit --[has_genre]--> Comedy
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor l. q. jones co - starred with who
Start Entity:     L.Q. Jones
Gold Answer:      [['Lou Diamond Phillips', 'Lori Petty', 'Steven Williams']]
Predicted Ans:    Lou Diamond Phillips
Predicted Path:   L.Q. Jones --[(INV) starred_actors]--> Route 666 --[starred_actors]--> Lou Diamond Phillips
Path (Raw):       L.Q. Jones --[No Operation]--> L.Q. Jones --[(INV) starred_actors]--> Route 666 --[starred_actors]--> Lou Diamond Phillips
Neg LogProb(↓):   0.001872
Path Entropy(↓):  0.013955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of i origins also wrote which films
Start Entity:     I Origins
Gold Answer:      [['King of California', 'Another Earth']]
Predicted Ans:    Another Earth
Predicted Path:   I Origins --[written_by]--> Mike Cahill --[(INV) written_by]--> Another Earth
Path (Raw):       I Origins --[written_by]--> Mike Cahill --[(INV) written_by]--> Another Earth --[No Operation]--> Another Earth
Neg LogProb(↓):   0.118742
Path Entropy(↓):  0.418093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of butch cassidy and the sundance kid
Start Entity:     Butch Cassidy and the Sundance Kid
Gold Answer:      [['1962', '1988', '1963', '1964', '1975', '1972', '1966', '1982', '1973', '1967', '1979', '1977']]
Predicted Ans:    1964
Predicted Path:   Butch Cassidy and the Sundance Kid --[directed_by]--> George Roy Hill --[(INV) directed_by]--> The World of Henry Orient --[release_year]--> 1964
Path (Raw):       Butch Cassidy and the Sundance Kid --[directed_by]--> George Roy Hill --[(INV) directed_by]--> The World of Henry Orient --[release_year]--> 1964
Neg LogProb(↓):   1.349229
Path Entropy(↓):  2.088055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by craig monahan
Start Entity:     Craig Monahan
Gold Answer:      [['Alison Nisselle', 'Dan Sterling', 'Evan Goldberg', 'Seth Rogen']]
Predicted Ans:    Evan Goldberg
Predicted Path:   Craig Monahan --[(INV) directed_by]--> The Interview --[written_by]--> Evan Goldberg
Path (Raw):       Craig Monahan --[No Operation]--> Craig Monahan --[(INV) directed_by]--> The Interview --[written_by]--> Evan Goldberg
Neg LogProb(↓):   0.500688
Path Entropy(↓):  1.001850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the man who laughs
Start Entity:     The Man Who Laughs
Gold Answer:      [['2012']]
Predicted Ans:    1928
Predicted Path:   The Man Who Laughs --[release_year]--> 1928 --[(INV) release_year]--> Two Tars --[release_year]--> 1928
Path (Raw):       The Man Who Laughs --[release_year]--> 1928 --[(INV) release_year]--> Two Tars --[release_year]--> 1928
Neg LogProb(↓):   1.873129
Path Entropy(↓):  2.921407
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with yossi fall under
Start Entity:     Yossi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Yossi --[starred_actors]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[has_genre]--> Drama
Path (Raw):       Yossi --[starred_actors]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[has_genre]--> Drama
Neg LogProb(↓):   0.120871
Path Entropy(↓):  0.362741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film teacher's pet were in which languages
Start Entity:     Teacher's Pet
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Teacher's Pet --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Path (Raw):       Teacher's Pet --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.106059
Path Entropy(↓):  0.338663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the grudge 2
Start Entity:     The Grudge 2
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Grudge 2 --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Simply Irresistible --[has_genre]--> Comedy
Path (Raw):       The Grudge 2 --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Simply Irresistible --[has_genre]--> Comedy
Neg LogProb(↓):   0.361228
Path Entropy(↓):  0.914321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of children of invention
Start Entity:     Children of Invention
Gold Answer:      [['Tze Chun']]
Predicted Ans:    Tze Chun
Predicted Path:   Children of Invention --[directed_by]--> Tze Chun --[(INV) directed_by]--> Cold Comes the Night --[directed_by]--> Tze Chun
Path (Raw):       Children of Invention --[directed_by]--> Tze Chun --[(INV) directed_by]--> Cold Comes the Night --[directed_by]--> Tze Chun
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with grace duffie boylan
Start Entity:     Grace Duffie Boylan
Gold Answer:      [["Peter O'Fallon"]]
Predicted Ans:    Peter O'Fallon
Predicted Path:   Grace Duffie Boylan --[(INV) written_by]--> A Rumor of Angels --[written_by]--> Peter O'Fallon
Path (Raw):       Grace Duffie Boylan --[No Operation]--> Grace Duffie Boylan --[(INV) written_by]--> A Rumor of Angels --[written_by]--> Peter O'Fallon
Neg LogProb(↓):   0.533725
Path Entropy(↓):  0.678136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by deborah chow
Start Entity:     Deborah Chow
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Deborah Chow --[(INV) written_by]--> The High Cost of Living --[has_genre]--> Drama
Path (Raw):       Deborah Chow --[No Operation]--> Deborah Chow --[(INV) written_by]--> The High Cost of Living --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of norwegian wood
Start Entity:     Norwegian Wood
Gold Answer:      [['Tran Anh Hung']]
Predicted Ans:    Tran Anh Hung
Predicted Path:   Norwegian Wood --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[directed_by]--> Tran Anh Hung
Path (Raw):       Norwegian Wood --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[directed_by]--> Tran Anh Hung
Neg LogProb(↓):   0.007601
Path Entropy(↓):  0.049457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was marcus dunstan the writer of
Start Entity:     Marcus Dunstan
Gold Answer:      [['Piranha 3DD', 'Saw VI', 'Saw V', 'Saw IV', 'The Collector', 'The Collection', 'Feast']]
Predicted Ans:    The Collection
Predicted Path:   Marcus Dunstan --[(INV) written_by]--> The Collection --[written_by]--> Marcus Dunstan --[(INV) written_by]--> The Collection
Path (Raw):       Marcus Dunstan --[(INV) written_by]--> The Collection --[written_by]--> Marcus Dunstan --[(INV) written_by]--> The Collection
Neg LogProb(↓):   0.104672
Path Entropy(↓):  0.414244
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with tuesdays with morrie fall under
Start Entity:     Tuesdays with Morrie
Gold Answer:      [['Family', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Tuesdays with Morrie --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[has_genre]--> Drama
Path (Raw):       Tuesdays with Morrie --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[has_genre]--> Drama
Neg LogProb(↓):   0.422845
Path Entropy(↓):  0.719818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the naked jungle
Start Entity:     The Naked Jungle
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Naked Jungle --[directed_by]--> Byron Haskin --[(INV) directed_by]--> Long John Silver --[has_genre]--> Adventure
Path (Raw):       The Naked Jungle --[directed_by]--> Byron Haskin --[(INV) directed_by]--> Long John Silver --[has_genre]--> Adventure
Neg LogProb(↓):   0.007779
Path Entropy(↓):  0.051865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the haunted palace
Start Entity:     The Haunted Palace
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Haunted Palace --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       The Haunted Palace --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.491416
Path Entropy(↓):  3.783577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie detention of the dead
Start Entity:     Detention of the Dead
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Detention of the Dead --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Detention of the Dead --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.916544
Path Entropy(↓):  5.088057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of finding forrester is also the director of which movies
Start Entity:     Finding Forrester
Gold Answer:      [['Gerry', 'Last Days', 'Good Will Hunting', 'Restless', 'To Die For', "Paris, je t'aime", 'Paranoid Park', 'Mala Noche', 'Drugstore Cowboy', 'Milk', 'Psycho', 'Elephant', 'Even Cowgirls Get the Blues', 'Promised Land', 'My Own Private Idaho']]
Predicted Ans:    Even Cowgirls Get the Blues
Predicted Path:   Finding Forrester --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Even Cowgirls Get the Blues
Path (Raw):       Finding Forrester --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Even Cowgirls Get the Blues --[No Operation]--> Even Cowgirls Get the Blues
Neg LogProb(↓):   0.776754
Path Entropy(↓):  2.009971
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of american pie 2
Start Entity:     American Pie 2
Gold Answer:      [['Jesse Dylan', 'Chris Weitz']]
Predicted Ans:    Chris Weitz
Predicted Path:   American Pie 2 --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie --[directed_by]--> Chris Weitz
Path (Raw):       American Pie 2 --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie --[directed_by]--> Chris Weitz
Neg LogProb(↓):   0.003945
Path Entropy(↓):  0.026376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by aubrey plaza
Start Entity:     Aubrey Plaza
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Aubrey Plaza --[(INV) starred_actors]--> Life After Beth --[has_genre]--> Comedy
Path (Raw):       Aubrey Plaza --[No Operation]--> Aubrey Plaza --[(INV) starred_actors]--> Life After Beth --[has_genre]--> Comedy
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of radio on
Start Entity:     Radio On
Gold Answer:      [['Christopher Petit']]
Predicted Ans:    Christopher Petit
Predicted Path:   Radio On --[directed_by]--> Christopher Petit --[(INV) directed_by]--> Radio On --[directed_by]--> Christopher Petit
Path (Raw):       Radio On --[directed_by]--> Christopher Petit --[(INV) directed_by]--> Radio On --[directed_by]--> Christopher Petit
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by michael taverna fall under
Start Entity:     Michael Taverna
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Michael Taverna --[(INV) written_by]--> Apartment 1303 3D --[has_genre]--> Horror
Path (Raw):       Michael Taverna --[No Operation]--> Michael Taverna --[(INV) written_by]--> Apartment 1303 3D --[has_genre]--> Horror
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did t. e. b. clarke write
Start Entity:     T.E.B. Clarke
Gold Answer:      [['The Titfield Thunderbolt', 'Passport to Pimlico', 'The Lavender Hill Mob']]
Predicted Ans:    The Titfield Thunderbolt
Predicted Path:   T.E.B. Clarke --[(INV) written_by]--> The Titfield Thunderbolt --[written_by]--> T.E.B. Clarke --[(INV) written_by]--> The Titfield Thunderbolt
Path (Raw):       T.E.B. Clarke --[(INV) written_by]--> The Titfield Thunderbolt --[written_by]--> T.E.B. Clarke --[(INV) written_by]--> The Titfield Thunderbolt
Neg LogProb(↓):   0.190367
Path Entropy(↓):  0.687713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in saw
Start Entity:     Saw
Gold Answer:      [['Leigh Whannell', 'Cary Elwes', 'Danny Glover', 'Ken Leung']]
Predicted Ans:    Danny Glover
Predicted Path:   Saw --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[starred_actors]--> Danny Glover
Path (Raw):       Saw --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Predator 2 --[starred_actors]--> Danny Glover
Neg LogProb(↓):   0.116562
Path Entropy(↓):  0.378479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of dial m for murder
Start Entity:     Dial M for Murder
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    Psycho
Predicted Path:   Dial M for Murder --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Psycho
Path (Raw):       Dial M for Murder --[No Operation]--> Dial M for Murder --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Psycho
Neg LogProb(↓):   1.385302
Path Entropy(↓):  2.691654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by fausto cabrera
Start Entity:     Fausto Cabrera
Gold Answer:      [['Sergio Cabrera', 'Frank Ramírez', 'Humberto Dorado']]
Predicted Ans:    Sergio Cabrera
Predicted Path:   Fausto Cabrera --[(INV) starred_actors]--> La estrategia del caracol --[written_by]--> Sergio Cabrera
Path (Raw):       Fausto Cabrera --[No Operation]--> Fausto Cabrera --[(INV) starred_actors]--> La estrategia del caracol --[written_by]--> Sergio Cabrera
Neg LogProb(↓):   0.038984
Path Entropy(↓):  0.185592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of captains courageous
Start Entity:     Captains Courageous
Gold Answer:      [['Judy Garland', 'Van Johnson', 'Chiwetel Ejiofor', 'Hilary Swank', 'Lana Turner', 'Myrna Loy', 'Fredric March', 'Vivien Leigh', 'Eugene Pallette', 'Percy Marmont', 'Ernest Torrence', 'Ingrid Bergman', 'Lionel Barrymore', 'Franchot Tone', 'Hedy Lamarr', 'Donald Crisp', 'Luise Rainer', 'John Barrymore', 'Lee Tracy', 'John Garfield', 'Clara Bow', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Paul Muni', 'Ray Bolger', 'Spencer Tracy', 'Irene Dunne', 'Mary Astor', 'Bert Lahr']]
Predicted Ans:    Eugene Pallette
Predicted Path:   Captains Courageous --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Mantrap --[starred_actors]--> Eugene Pallette
Path (Raw):       Captains Courageous --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Mantrap --[starred_actors]--> Eugene Pallette
Neg LogProb(↓):   0.827119
Path Entropy(↓):  1.860388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the prophecy
Start Entity:     The Prophecy
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2004', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '2005', '1965', '1999', '1987', '1986']]
Predicted Ans:    2001
Predicted Path:   The Prophecy --[starred_actors]--> Virginia Madsen --[(INV) starred_actors]--> Crossfire Trail --[release_year]--> 2001
Path (Raw):       The Prophecy --[starred_actors]--> Virginia Madsen --[(INV) starred_actors]--> Crossfire Trail --[release_year]--> 2001
Neg LogProb(↓):   1.803910
Path Entropy(↓):  2.589310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie the girl next door
Start Entity:     The Girl Next Door
Gold Answer:      [['Luke Greenfield']]
Predicted Ans:    Luke Greenfield
Predicted Path:   The Girl Next Door --[directed_by]--> Luke Greenfield --[(INV) directed_by]--> Let's Be Cops --[directed_by]--> Luke Greenfield
Path (Raw):       The Girl Next Door --[directed_by]--> Luke Greenfield --[(INV) directed_by]--> Let's Be Cops --[directed_by]--> Luke Greenfield
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of cat's eye
Start Entity:     Cat's Eye
Gold Answer:      [['Alligator', 'Collision Course', 'The Jewel of the Nile', 'Cujo', 'Wedlock', 'The Lady in Red']]
Predicted Ans:    Cat's Eye
Predicted Path:   Cat's Eye --[directed_by]--> Lewis Teague --[(INV) directed_by]--> Cat's Eye
Path (Raw):       Cat's Eye --[No Operation]--> Cat's Eye --[directed_by]--> Lewis Teague --[(INV) directed_by]--> Cat's Eye
Neg LogProb(↓):   0.188995
Path Entropy(↓):  0.611332
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films directed by the stalker director
Start Entity:     Stalker
Gold Answer:      [['Swedish', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Stalker --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Path (Raw):       Stalker --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.000083
Path Entropy(↓):  0.000865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does john boles act in
Start Entity:     John Boles
Gold Answer:      [['A Message to Garcia', 'The Age of Innocence', 'Curly Top', 'The Littlest Rebel', 'Frankenstein', 'Stella Dallas']]
Predicted Ans:    Curly Top
Predicted Path:   John Boles --[(INV) starred_actors]--> Curly Top --[starred_actors]--> Rochelle Hudson --[(INV) starred_actors]--> Curly Top
Path (Raw):       John Boles --[(INV) starred_actors]--> Curly Top --[starred_actors]--> Rochelle Hudson --[(INV) starred_actors]--> Curly Top
Neg LogProb(↓):   0.060057
Path Entropy(↓):  0.295716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by david webb peoples released
Start Entity:     David Webb Peoples
Gold Answer:      [['1998', '1992', '1989']]
Predicted Ans:    1992
Predicted Path:   David Webb Peoples --[(INV) written_by]--> Unforgiven --[release_year]--> 1992
Path (Raw):       David Webb Peoples --[No Operation]--> David Webb Peoples --[(INV) written_by]--> Unforgiven --[release_year]--> 1992
Neg LogProb(↓):   0.247875
Path Entropy(↓):  0.650050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by kjell sundvall
Start Entity:     Kjell Sundvall
Gold Answer:      [['Robert Mitchum', 'Rolf Lassgård', 'Robert Wagner', 'Lennart Jähkel']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Kjell Sundvall --[(INV) written_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Path (Raw):       Kjell Sundvall --[No Operation]--> Kjell Sundvall --[(INV) written_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.000672
Path Entropy(↓):  0.006437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by carl ng were in which genres
Start Entity:     Carl Ng
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Carl Ng --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       Carl Ng --[No Operation]--> Carl Ng --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does jodie foster appear in
Start Entity:     Jodie Foster
Gold Answer:      [["Nim's Island", 'Foxes', 'Panic Room', 'The Silence of the Lambs', 'Elysium', 'Catchfire', 'Carny', 'Flightplan', 'Little Man Tate', 'Carnage', 'Maverick', 'The Little Girl Who Lives Down the Lane', 'The Brave One', 'Freaky Friday', 'The Hotel New Hampshire', 'Sommersby', 'Candleshoe', 'Bugsy Malone', 'Anna and the King', 'The Beaver', 'The Accused', 'Contact', 'Inside Man', 'Five Corners', 'Nell']]
Predicted Ans:    Anna and the King
Predicted Path:   Jodie Foster --[(INV) starred_actors]--> Anna and the King --[written_by]--> Anna Leonowens --[(INV) written_by]--> Anna and the King
Path (Raw):       Jodie Foster --[(INV) starred_actors]--> Anna and the King --[written_by]--> Anna Leonowens --[(INV) written_by]--> Anna and the King
Neg LogProb(↓):   0.534608
Path Entropy(↓):  0.832487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by roar uthaug
Start Entity:     Roar Uthaug
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Roar Uthaug --[(INV) written_by]--> Cold Prey --[has_genre]--> Horror
Path (Raw):       Roar Uthaug --[No Operation]--> Roar Uthaug --[(INV) written_by]--> Cold Prey --[has_genre]--> Horror
Neg LogProb(↓):   0.254100
Path Entropy(↓):  0.532404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of hallam foe
Start Entity:     Hallam Foe
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Hallam Foe --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Hallam Foe --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.413348
Path Entropy(↓):  4.281384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by richard h. landau were in which genres
Start Entity:     Richard H. Landau
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Richard H. Landau --[(INV) written_by]--> Up Periscope --[has_genre]--> Drama
Path (Raw):       Richard H. Landau --[No Operation]--> Richard H. Landau --[(INV) written_by]--> Up Periscope --[has_genre]--> Drama
Neg LogProb(↓):   0.006086
Path Entropy(↓):  0.037023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the ambushers
Start Entity:     The Ambushers
Gold Answer:      [['1970', '1954', '1959', '1967', '1977', '1968', '1963', '1973', '1953', '1956', '1995', '1926', '1961', '1964', '1966', '1950', '1960', '1965', '1958']]
Predicted Ans:    1977
Predicted Path:   The Ambushers --[starred_actors]--> Janice Rule --[(INV) starred_actors]--> 3 Women --[release_year]--> 1977
Path (Raw):       The Ambushers --[starred_actors]--> Janice Rule --[(INV) starred_actors]--> 3 Women --[release_year]--> 1977
Neg LogProb(↓):   0.880521
Path Entropy(↓):  1.470954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the life and death of colonel blimp also wrote movies
Start Entity:     The Life and Death of Colonel Blimp
Gold Answer:      [['One of Our Aircraft Is Missing', '49th Parallel', 'Gone to Earth', 'A Canterbury Tale', 'The Tales of Hoffmann', 'The Red Shoes', 'Black Narcissus', 'Operation Crossbow', 'Behold a Pale Horse', 'The Spy in Black', 'The Edge of the World']]
Predicted Ans:    A Canterbury Tale
Predicted Path:   The Life and Death of Colonel Blimp --[written_by]--> Michael Powell --[(INV) written_by]--> A Canterbury Tale
Path (Raw):       The Life and Death of Colonel Blimp --[written_by]--> Michael Powell --[(INV) written_by]--> A Canterbury Tale --[No Operation]--> A Canterbury Tale
Neg LogProb(↓):   0.649185
Path Entropy(↓):  1.533442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote quality street
Start Entity:     Quality Street
Gold Answer:      [['Fred Astaire', 'Erik Rhodes', 'Fred MacMurray', 'Fred Stone', 'Edward Everett Horton', 'Michael McKean', 'Jason Priestley', 'Forest Whitaker', 'Harriet Hilliard', 'Ginger Rogers', 'Randolph Scott', 'Katharine Hepburn', 'Jeremy Irons', 'Evelyn Venable', 'Mary Beth Hurt']]
Predicted Ans:    Mary Beth Hurt
Predicted Path:   Quality Street --[written_by]--> Allan Scott --[(INV) written_by]--> D.A.R.Y.L. --[starred_actors]--> Mary Beth Hurt
Path (Raw):       Quality Street --[written_by]--> Allan Scott --[(INV) written_by]--> D.A.R.Y.L. --[starred_actors]--> Mary Beth Hurt
Neg LogProb(↓):   0.462073
Path Entropy(↓):  0.917258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the suspended step of the stork
Start Entity:     The Suspended Step of the Stork
Gold Answer:      [['Theodoros Angelopoulos']]
Predicted Ans:    Theodoros Angelopoulos
Predicted Path:   The Suspended Step of the Stork --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[directed_by]--> Theodoros Angelopoulos
Path (Raw):       The Suspended Step of the Stork --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[directed_by]--> Theodoros Angelopoulos
Neg LogProb(↓):   0.008200
Path Entropy(↓):  0.056459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the scarlet letter actors release
Start Entity:     The Scarlet Letter
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1967', '1979', '1984', '2007', '1998', '1939', '2009', '2010', '1982', '1973', '2014', '1994', '1914', '1956', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '2012', '2011', '1955', '1986', '2013', '1988', '2000', '1997', '1975', '1966', '2005', '1991', '1929', '1999', '1987', '1969']]
Predicted Ans:    2012
Predicted Path:   The Scarlet Letter --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Path (Raw):       The Scarlet Letter --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[release_year]--> 2012
Neg LogProb(↓):   1.032425
Path Entropy(↓):  2.135217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by rob reiner
Start Entity:     Rob Reiner
Gold Answer:      [['The Story of Us', 'A Few Good Men', 'Misery', 'And So It Goes', 'North', 'The Bucket List', 'When Harry Met Sally...', 'Flipped', 'Rumor Has It...', 'The American President', 'The Sure Thing', 'Ghosts of Mississippi', 'The Magic of Belle Isle', 'Stand by Me', 'The Princess Bride']]
Predicted Ans:    And So It Goes
Predicted Path:   Rob Reiner --[(INV) directed_by]--> And So It Goes --[written_by]--> Mark Andrus --[(INV) written_by]--> And So It Goes
Path (Raw):       Rob Reiner --[(INV) directed_by]--> And So It Goes --[written_by]--> Mark Andrus --[(INV) written_by]--> And So It Goes
Neg LogProb(↓):   1.070587
Path Entropy(↓):  2.247393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in shirley valentine
Start Entity:     Shirley Valentine
Gold Answer:      [['Pauline Collins']]
Predicted Ans:    Glenn Close
Predicted Path:   Shirley Valentine --[starred_actors]--> Pauline Collins --[(INV) starred_actors]--> Paradise Road --[starred_actors]--> Glenn Close
Path (Raw):       Shirley Valentine --[starred_actors]--> Pauline Collins --[(INV) starred_actors]--> Paradise Road --[starred_actors]--> Glenn Close
Neg LogProb(↓):   0.394676
Path Entropy(↓):  0.930030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe film the fifth musketeer
Start Entity:     The Fifth Musketeer
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Fifth Musketeer --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The Fifth Musketeer --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.262381
Path Entropy(↓):  0.546301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by andres muschietti release
Start Entity:     Andrés Muschietti
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Andrés Muschietti --[(INV) directed_by]--> Mama --[release_year]--> 2013
Path (Raw):       Andrés Muschietti --[No Operation]--> Andrés Muschietti --[(INV) directed_by]--> Mama --[release_year]--> 2013
Neg LogProb(↓):   0.002993
Path Entropy(↓):  0.020355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for trainspotting
Start Entity:     Trainspotting
Gold Answer:      [['Danny Boyle']]
Predicted Ans:    Danny Boyle
Predicted Path:   Trainspotting --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[directed_by]--> Danny Boyle
Path (Raw):       Trainspotting --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[directed_by]--> Danny Boyle
Neg LogProb(↓):   0.016783
Path Entropy(↓):  0.095391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of poseidon
Start Entity:     Poseidon
Gold Answer:      [['Teresa Wright', 'Babe Ruth', 'Mel Ferrer', 'Carol Lynley', 'Ernest Borgnine', 'Gary Cooper', 'Walter Brennan', 'Gene Hackman', 'Patrick McGoohan', 'Leslie Caron', 'Susan Hampshire', 'Red Buttons']]
Predicted Ans:    Richard Dreyfuss
Predicted Path:   Poseidon --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[starred_actors]--> Richard Dreyfuss
Path (Raw):       Poseidon --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[starred_actors]--> Richard Dreyfuss
Neg LogProb(↓):   0.633367
Path Entropy(↓):  1.290857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of the desperadoes
Start Entity:     The Desperadoes
Gold Answer:      [['George Marshall', 'Aleksandr Dulerayn', 'Jamie Bradshaw']]
Predicted Ans:    Jamie Bradshaw
Predicted Path:   The Desperadoes --[written_by]--> Max Brand --[(INV) written_by]--> Branded --[directed_by]--> Jamie Bradshaw
Path (Raw):       The Desperadoes --[written_by]--> Max Brand --[(INV) written_by]--> Branded --[directed_by]--> Jamie Bradshaw
Neg LogProb(↓):   0.037070
Path Entropy(↓):  0.186162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie captain kidd were in which languages
Start Entity:     Captain Kidd
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Captain Kidd --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Captain Kidd --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.652301
Path Entropy(↓):  1.202415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed son of the pink panther
Start Entity:     Son of the Pink Panther
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Son of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Son of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.003079
Path Entropy(↓):  0.023331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote dragnet
Start Entity:     Dragnet
Gold Answer:      [['Norwegian', 'Thai']]
Predicted Ans:    Thai
Predicted Path:   Dragnet --[written_by]--> Tom Mankiewicz --[(INV) written_by]--> The Man with the Golden Gun --[in_language]--> Thai
Path (Raw):       Dragnet --[written_by]--> Tom Mankiewicz --[(INV) written_by]--> The Man with the Golden Gun --[in_language]--> Thai
Neg LogProb(↓):   0.906742
Path Entropy(↓):  0.711224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by charles gale were released in which years
Start Entity:     Charles Gale
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Charles Gale --[(INV) written_by]--> Making the Grade --[release_year]--> 1984
Path (Raw):       Charles Gale --[No Operation]--> Charles Gale --[(INV) written_by]--> Making the Grade --[release_year]--> 1984
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of john llewellyn moxey directed films
Start Entity:     John Llewellyn Moxey
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   John Llewellyn Moxey --[(INV) directed_by]--> The City of the Dead --[release_year]--> 1960
Path (Raw):       John Llewellyn Moxey --[No Operation]--> John Llewellyn Moxey --[(INV) directed_by]--> The City of the Dead --[release_year]--> 1960
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by nora ephron
Start Entity:     Nora Ephron
Gold Answer:      [['Drama', 'Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Path (Raw):       Nora Ephron --[No Operation]--> Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Neg LogProb(↓):   0.000371
Path Entropy(↓):  0.003558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the girls
Start Entity:     The Girls
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Girls --[release_year]--> 1968 --[(INV) release_year]--> Les Biches --[release_year]--> 1968
Path (Raw):       The Girls --[release_year]--> 1968 --[(INV) release_year]--> Les Biches --[release_year]--> 1968
Neg LogProb(↓):   2.553668
Path Entropy(↓):  3.847329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in victor maldonado written films
Start Entity:     Víctor Maldonado
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Víctor Maldonado --[(INV) written_by]--> Nocturna --[in_language]--> Spanish
Path (Raw):       Víctor Maldonado --[No Operation]--> Víctor Maldonado --[(INV) written_by]--> Nocturna --[in_language]--> Spanish
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the happiest millionaire
Start Entity:     The Happiest Millionaire
Gold Answer:      [['Jerry Paris', 'Martin Davidson']]
Predicted Ans:    Jerry Paris
Predicted Path:   The Happiest Millionaire --[written_by]--> AJ Carothers --[(INV) written_by]--> Never a Dull Moment --[directed_by]--> Jerry Paris
Path (Raw):       The Happiest Millionaire --[written_by]--> AJ Carothers --[(INV) written_by]--> Never a Dull Moment --[directed_by]--> Jerry Paris
Neg LogProb(↓):   0.039231
Path Entropy(↓):  0.182153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of new york
Start Entity:     New York
Gold Answer:      [['Yash Chopra', 'Kunal Kohli', 'Aditya Chopra']]
Predicted Ans:    Aditya Chopra
Predicted Path:   New York --[written_by]--> Aditya Chopra --[(INV) written_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Path (Raw):       New York --[written_by]--> Aditya Chopra --[(INV) written_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Neg LogProb(↓):   0.006964
Path Entropy(↓):  0.044948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film bunny lake is missing
Start Entity:     Bunny Lake Is Missing
Gold Answer:      [['1980', '1979', '1941', '2007', '1931', '1995', '1976', '1972', '1940', '1938', '1955', '2013', '1978', '1966', '1960', '1965', '1927', '1937', '1952']]
Predicted Ans:    1976
Predicted Path:   Bunny Lake Is Missing --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Path (Raw):       Bunny Lake Is Missing --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Neg LogProb(↓):   0.221354
Path Entropy(↓):  0.724379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Not here to be loved, when was it released
Start Entity:     Not Here to Be Loved
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Not Here to Be Loved --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Not Here to Be Loved --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.092372
Path Entropy(↓):  3.576598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of hercules
Start Entity:     Hercules
Gold Answer:      [['Adventure', 'Fantasy', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   Hercules --[written_by]--> John Musker --[(INV) written_by]--> Hercules --[has_genre]--> Adventure
Path (Raw):       Hercules --[written_by]--> John Musker --[(INV) written_by]--> Hercules --[has_genre]--> Adventure
Neg LogProb(↓):   0.698447
Path Entropy(↓):  1.057250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the mortal storm
Start Entity:     The Mortal Storm
Gold Answer:      [['George Cukor', 'John Cromwell', 'Vincent McEveety', 'Delmer Daves', 'John Huston', 'William A. Wellman', 'Mervyn LeRoy', 'Leslie Fenton', 'Richard Thorpe', 'Roy Del Ruth', 'Frank Borzage', 'Billy Wilder', 'George Schaefer', 'Otto Preminger', 'Henry Hathaway', 'John Ford', 'Robert Aldrich', 'John Woo', 'Henry Koster', 'King Vidor', 'George Marshall', 'Anthony Mann', 'Frank Capra', 'David Miller', 'Ernst Lubitsch', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'Robert B. Bean', 'William Wyler', 'George Stevens', 'Robert Stevenson', 'Clarence Brown']]
Predicted Ans:    Anthony Mann
Predicted Path:   The Mortal Storm --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       The Mortal Storm --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.648735
Path Entropy(↓):  1.358507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor gary graham acted together with who
Start Entity:     Gary Graham
Gold Answer:      [['Paul Koslo']]
Predicted Ans:    Gary Graham
Predicted Path:   Gary Graham --[(INV) starred_actors]--> Robot Jox --[starred_actors]--> Gary Graham
Path (Raw):       Gary Graham --[No Operation]--> Gary Graham --[(INV) starred_actors]--> Robot Jox --[starred_actors]--> Gary Graham
Neg LogProb(↓):   0.229395
Path Entropy(↓):  0.507236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that have the same actor of the music man
Start Entity:     The Music Man
Gold Answer:      [['Carousel', 'Victor Victoria', 'Inspector Gadget', 'Tulsa', 'The Happy Ending', 'The Stepford Wives', 'Best of the Badmen', 'Addicted to Love', 'Diminished Capacity', 'Finding Amanda', 'The Cheyenne Social Club', 'Ladyhawke', 'The Cable Guy', 'Election', 'All the Way Home', 'April Love', 'Bedtime Story', 'The Producers', 'Deck the Halls', 'Marie and Bruce', 'Hit and Run', 'Wonderful World', 'Infinity', 'The Last Frontier', 'Blood on the Moon', 'The Freshman', 'Torch Song Trilogy', 'Out on a Limb', 'You Can Count on Me', 'WarGames', 'The Road to Wellville', "Ferris Bueller's Day Off", 'Beau Geste', 'The Tale of Despereaux', 'Family Business', 'Glory', "Grandma's Boy", 'The Lion King', 'Two Rode Together', 'Godzilla', 'The Last Shot', 'Biloxi Blues', 'Wake Island', 'Junior Bonner', 'Max Dugan Returns']]
Predicted Ans:    Election
Predicted Path:   The Music Man --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election
Path (Raw):       The Music Man --[starred_actors]--> Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Election
Neg LogProb(↓):   0.544966
Path Entropy(↓):  1.323757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor diana rigg is a co - star of who
Start Entity:     Diana Rigg
Gold Answer:      [['Telly Savalas', 'Oliver Reed', 'Harry Andrews', 'Ian Hendry', 'George Lazenby', 'Elizabeth Taylor', 'Len Cariou', 'Vincent Price']]
Predicted Ans:    Elizabeth Taylor
Predicted Path:   Diana Rigg --[(INV) starred_actors]--> A Little Night Music --[starred_actors]--> Elizabeth Taylor
Path (Raw):       Diana Rigg --[No Operation]--> Diana Rigg --[(INV) starred_actors]--> A Little Night Music --[starred_actors]--> Elizabeth Taylor
Neg LogProb(↓):   0.021513
Path Entropy(↓):  0.123037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of joel edgerton
Start Entity:     Joel Edgerton
Gold Answer:      [['David Michôd', 'Matthew Dabner']]
Predicted Ans:    David Michôd
Predicted Path:   Joel Edgerton --[(INV) written_by]--> The Rover --[written_by]--> David Michôd
Path (Raw):       Joel Edgerton --[No Operation]--> Joel Edgerton --[(INV) written_by]--> The Rover --[written_by]--> David Michôd
Neg LogProb(↓):   0.378555
Path Entropy(↓):  0.755677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film go west were in which genres
Start Entity:     Go West
Gold Answer:      [['Family', 'Western', 'Musical', 'Short', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Go West --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[has_genre]--> Comedy
Path (Raw):       Go West --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[has_genre]--> Comedy
Neg LogProb(↓):   0.858315
Path Entropy(↓):  2.339421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the thin blue lie
Start Entity:     The Thin Blue Lie
Gold Answer:      [['Tom Cruise', 'Richard Price', 'Annie Proulx', 'Joseph Bologna', 'Larry McMurtry', 'Neil Simon', 'James Toback', 'Sam Shepard', 'Renée Taylor', 'Jim Bishop', 'Brad Hall', 'Elisa Bell', 'Bob Ducsay', 'Diana Ossana', 'Gary David Goldberg', 'Jack Rose', 'Graham Yost', 'Christopher Hawthorne', 'Gordon Mitchell', 'Alan Wenkus', 'Ken Segall', 'Rob Morrow', 'Dick Wolf', 'Melvin Frank', 'William Monahan', 'John Gray', 'John Murlowski', 'Will Aldis', 'John Hughes', 'Larry Cohen', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    Tom Cruise
Predicted Path:   The Thin Blue Lie --[starred_actors]--> Randy Quaid --[(INV) starred_actors]--> Days of Thunder --[written_by]--> Tom Cruise
Path (Raw):       The Thin Blue Lie --[starred_actors]--> Randy Quaid --[(INV) starred_actors]--> Days of Thunder --[written_by]--> Tom Cruise
Neg LogProb(↓):   0.195940
Path Entropy(↓):  0.739445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by andrew davis released
Start Entity:     Andrew Davis
Gold Answer:      [['1995', '1988']]
Predicted Ans:    1988
Predicted Path:   Andrew Davis --[(INV) written_by]--> Above the Law --[release_year]--> 1988
Path (Raw):       Andrew Davis --[No Operation]--> Andrew Davis --[(INV) written_by]--> Above the Law --[release_year]--> 1988
Neg LogProb(↓):   0.010725
Path Entropy(↓):  0.065649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the beaches of agnes were released in which years
Start Entity:     The Beaches of Agnès
Gold Answer:      [['1985', '1995', '1955', '1965']]
Predicted Ans:    1995
Predicted Path:   The Beaches of Agnès --[directed_by]--> Agnès Varda --[(INV) directed_by]--> One Hundred and One Nights --[release_year]--> 1995
Path (Raw):       The Beaches of Agnès --[directed_by]--> Agnès Varda --[(INV) directed_by]--> One Hundred and One Nights --[release_year]--> 1995
Neg LogProb(↓):   0.122640
Path Entropy(↓):  0.504929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of mona lisa smile
Start Entity:     Mona Lisa Smile
Gold Answer:      [['Michael Clarke Duncan', 'Mickey Rourke', 'Maurice Evans', 'Mark Wahlberg', 'Tim Roth', 'Charlton Heston', 'Lindsay Crouse', 'Roddy McDowall', 'Anthony Hopkins', 'Kim Hunter', 'Mimi Rogers', 'Helena Bonham Carter']]
Predicted Ans:    Charlton Heston
Predicted Path:   Mona Lisa Smile --[written_by]--> Mark Rosenthal --[(INV) written_by]--> Planet of the Apes --[starred_actors]--> Charlton Heston
Path (Raw):       Mona Lisa Smile --[written_by]--> Mark Rosenthal --[(INV) written_by]--> Planet of the Apes --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.820915
Path Entropy(↓):  1.840533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was franklin j. schaffner the director of
Start Entity:     Franklin J. Schaffner
Gold Answer:      [['Papillon', 'The Best Man', 'Islands in the Stream', 'Patton', 'Nicholas and Alexandra', 'Sphinx', 'Planet of the Apes', 'The War Lord', 'The Boys from Brazil']]
Predicted Ans:    Sphinx
Predicted Path:   Franklin J. Schaffner --[(INV) directed_by]--> Sphinx --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> Sphinx
Path (Raw):       Franklin J. Schaffner --[(INV) directed_by]--> Sphinx --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> Sphinx
Neg LogProb(↓):   0.205639
Path Entropy(↓):  0.677899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by peyton reed in
Start Entity:     Peyton Reed
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peyton Reed --[(INV) directed_by]--> Down with Love --[has_genre]--> Comedy
Path (Raw):       Peyton Reed --[No Operation]--> Peyton Reed --[(INV) directed_by]--> Down with Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.168563
Path Entropy(↓):  0.508297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with birth were released in which years
Start Entity:     Birth
Gold Answer:      [['1997', '2013']]
Predicted Ans:    1997
Predicted Path:   Birth --[written_by]--> Jonathan Glazer --[(INV) written_by]--> Under the Skin --[release_year]--> 1997
Path (Raw):       Birth --[written_by]--> Jonathan Glazer --[(INV) written_by]--> Under the Skin --[release_year]--> 1997
Neg LogProb(↓):   0.382332
Path Entropy(↓):  0.660317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed near dark
Start Entity:     Near Dark
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'History', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Near Dark --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[has_genre]--> Horror
Path (Raw):       Near Dark --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.009861
Path Entropy(↓):  0.065709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by blake corbet in
Start Entity:     Blake Corbet
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Blake Corbet --[(INV) written_by]--> The Delicate Art of Parking --[has_genre]--> Comedy
Path (Raw):       Blake Corbet --[No Operation]--> Blake Corbet --[(INV) written_by]--> The Delicate Art of Parking --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in struck by lightning
Start Entity:     Struck by Lightning
Gold Answer:      [['Chris Colfer']]
Predicted Ans:    Chris Colfer
Predicted Path:   Struck by Lightning --[starred_actors]--> Chris Colfer --[(INV) starred_actors]--> Struck by Lightning --[starred_actors]--> Chris Colfer
Path (Raw):       Struck by Lightning --[starred_actors]--> Chris Colfer --[(INV) starred_actors]--> Struck by Lightning --[starred_actors]--> Chris Colfer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by john patus
Start Entity:     John Patus
Gold Answer:      [['Chad Michael Murray', 'Nicolas Cage']]
Predicted Ans:    Nicolas Cage
Predicted Path:   John Patus --[(INV) written_by]--> Left Behind --[starred_actors]--> Nicolas Cage
Path (Raw):       John Patus --[No Operation]--> John Patus --[(INV) written_by]--> Left Behind --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by james bosley
Start Entity:     James Bosley
Gold Answer:      [['Alicia Witt', 'Renée Humphrey']]
Predicted Ans:    Alicia Witt
Predicted Path:   James Bosley --[(INV) written_by]--> Fun --[starred_actors]--> Alicia Witt
Path (Raw):       James Bosley --[No Operation]--> James Bosley --[(INV) written_by]--> Fun --[starred_actors]--> Alicia Witt
Neg LogProb(↓):   0.006552
Path Entropy(↓):  0.039368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by darin scott release
Start Entity:     Darin Scott
Gold Answer:      [['1998', '2014']]
Predicted Ans:    2014
Predicted Path:   Darin Scott --[(INV) directed_by]--> Dark House --[release_year]--> 2014
Path (Raw):       Darin Scott --[No Operation]--> Darin Scott --[(INV) directed_by]--> Dark House --[release_year]--> 2014
Neg LogProb(↓):   0.002692
Path Entropy(↓):  0.018667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by laurence harvey were in which genres
Start Entity:     Laurence Harvey
Gold Answer:      [['Drama', 'War', 'Animation', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Laurence Harvey --[(INV) starred_actors]--> Darling --[has_genre]--> Drama
Path (Raw):       Laurence Harvey --[No Operation]--> Laurence Harvey --[(INV) starred_actors]--> Darling --[has_genre]--> Drama
Neg LogProb(↓):   0.729707
Path Entropy(↓):  0.901678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the capricorn one director
Start Entity:     Capricorn One
Gold Answer:      [['Arthur C. Clarke', 'Karen Elise Baldwin', 'Lincoln Child', 'Douglas Morrow', 'Douglas Preston', 'Jimmy Huston', 'Gary DeVore', 'Paul Glickler', 'Mark Verheiden', 'Mike Richardson', 'Wayne Kramer', 'Peter Hyams', 'Ray Bradbury', 'Roderick Taylor', 'Gene Quintano']]
Predicted Ans:    Peter Hyams
Predicted Path:   Capricorn One --[directed_by]--> Peter Hyams --[(INV) directed_by]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Path (Raw):       Capricorn One --[directed_by]--> Peter Hyams --[(INV) directed_by]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.705595
Path Entropy(↓):  1.351941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by joseph mckelheer release
Start Entity:     Joseph McKelheer
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2010
Predicted Path:   Joseph McKelheer --[(INV) written_by]--> The Hammer --[release_year]--> 2010
Path (Raw):       Joseph McKelheer --[No Operation]--> Joseph McKelheer --[(INV) written_by]--> The Hammer --[release_year]--> 2010
Neg LogProb(↓):   0.177606
Path Entropy(↓):  0.444165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by rauni mollberg were written by who
Start Entity:     Rauni Mollberg
Gold Answer:      [['Väinö Linna', 'Timo K. Mukka']]
Predicted Ans:    Rauni Mollberg
Predicted Path:   Rauni Mollberg --[(INV) directed_by]--> The Earth Is a Sinful Song --[written_by]--> Rauni Mollberg
Path (Raw):       Rauni Mollberg --[No Operation]--> Rauni Mollberg --[(INV) directed_by]--> The Earth Is a Sinful Song --[written_by]--> Rauni Mollberg
Neg LogProb(↓):   0.303652
Path Entropy(↓):  0.777033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in anne of the thousand days
Start Entity:     Anne of the Thousand Days
Gold Answer:      [['Romance', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Anne of the Thousand Days --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> The Thief of Paris --[has_genre]--> Crime
Path (Raw):       Anne of the Thousand Days --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> The Thief of Paris --[has_genre]--> Crime
Neg LogProb(↓):   0.997061
Path Entropy(↓):  1.574108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was stanley kubrick's boxes released
Start Entity:     Stanley Kubrick's Boxes
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Stanley Kubrick's Boxes --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Stanley Kubrick's Boxes --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.142643
Path Entropy(↓):  4.620384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with return to sender
Start Entity:     Return to Sender
Gold Answer:      [['The World Is Not Enough', 'Johnny English', 'Casino Royale', 'Quantum of Solace', 'Skyfall', 'Stoned']]
Predicted Ans:    The World Is Not Enough
Predicted Path:   Return to Sender --[written_by]--> Robert Wade --[(INV) written_by]--> The World Is Not Enough
Path (Raw):       Return to Sender --[written_by]--> Robert Wade --[(INV) written_by]--> The World Is Not Enough --[No Operation]--> The World Is Not Enough
Neg LogProb(↓):   0.700281
Path Entropy(↓):  0.980042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of violette
Start Entity:     Violette
Gold Answer:      [['Martin Provost', 'Marc Abdelnour']]
Predicted Ans:    Martin Provost
Predicted Path:   Violette --[directed_by]--> Martin Provost --[(INV) directed_by]--> Séraphine --[written_by]--> Martin Provost
Path (Raw):       Violette --[directed_by]--> Martin Provost --[(INV) directed_by]--> Séraphine --[written_by]--> Martin Provost
Neg LogProb(↓):   0.773333
Path Entropy(↓):  1.101197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with sasha roiz
Start Entity:     Sasha Roiz
Gold Answer:      [['Dominic Bogart']]
Predicted Ans:    Sasha Roiz
Predicted Path:   Sasha Roiz --[(INV) starred_actors]--> Extracted --[starred_actors]--> Sasha Roiz
Path (Raw):       Sasha Roiz --[No Operation]--> Sasha Roiz --[(INV) starred_actors]--> Extracted --[starred_actors]--> Sasha Roiz
Neg LogProb(↓):   0.001067
Path Entropy(↓):  0.008363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by anne sundberg were written by who
Start Entity:     Anne Sundberg
Gold Answer:      [['Ricki Stern']]
Predicted Ans:    Ricki Stern
Predicted Path:   Anne Sundberg --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Path (Raw):       Anne Sundberg --[No Operation]--> Anne Sundberg --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Neg LogProb(↓):   0.464068
Path Entropy(↓):  0.701590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film mega piranha
Start Entity:     Mega Piranha
Gold Answer:      [['2011']]
Predicted Ans:    2010
Predicted Path:   Mega Piranha --[starred_actors]--> Tiffany --[(INV) starred_actors]--> Mega Piranha --[release_year]--> 2010
Path (Raw):       Mega Piranha --[starred_actors]--> Tiffany --[(INV) starred_actors]--> Mega Piranha --[release_year]--> 2010
Neg LogProb(↓):   0.476475
Path Entropy(↓):  1.132255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with michael callan
Start Entity:     Michael Callan
Gold Answer:      [['Lee Marvin', 'Dwayne Hickman', 'Jane Fonda']]
Predicted Ans:    Jane Fonda
Predicted Path:   Michael Callan --[(INV) starred_actors]--> Cat Ballou --[starred_actors]--> Jane Fonda
Path (Raw):       Michael Callan --[No Operation]--> Michael Callan --[(INV) starred_actors]--> Cat Ballou --[starred_actors]--> Jane Fonda
Neg LogProb(↓):   0.001922
Path Entropy(↓):  0.014308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film the family friend
Start Entity:     The Family Friend
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Family Friend --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       The Family Friend --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.801532
Path Entropy(↓):  2.865891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the children starred which actors
Start Entity:     The Children
Gold Answer:      [['Eva Birthistle']]
Predicted Ans:    Martin Freeman
Predicted Path:   The Children --[starred_actors]--> Eva Birthistle --[(INV) starred_actors]--> Nightwatching --[starred_actors]--> Martin Freeman
Path (Raw):       The Children --[starred_actors]--> Eva Birthistle --[(INV) starred_actors]--> Nightwatching --[starred_actors]--> Martin Freeman
Neg LogProb(↓):   0.125375
Path Entropy(↓):  0.532524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of midnight in paris
Start Entity:     Midnight in Paris
Gold Answer:      [['Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jerry Lacy', 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Midnight in Paris --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Midnight in Paris --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.803390
Path Entropy(↓):  2.142812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director lais bodanzky
Start Entity:     Laís Bodanzky
Gold Answer:      [['Louise Fletcher', 'Cliff Robertson', 'Jeffrey Hunter', 'Rodrigo Santoro', 'Christopher Walken', 'Anne Francis', 'Natalie Wood', 'Othon Bastos']]
Predicted Ans:    Christopher Walken
Predicted Path:   Laís Bodanzky --[(INV) directed_by]--> Brainstorm --[starred_actors]--> Christopher Walken
Path (Raw):       Laís Bodanzky --[No Operation]--> Laís Bodanzky --[(INV) directed_by]--> Brainstorm --[starred_actors]--> Christopher Walken
Neg LogProb(↓):   0.918777
Path Entropy(↓):  1.269363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did jim sonzero direct
Start Entity:     Jim Sonzero
Gold Answer:      [['Pulse']]
Predicted Ans:    Pulse
Predicted Path:   Jim Sonzero --[(INV) directed_by]--> Pulse --[directed_by]--> Jim Sonzero --[(INV) directed_by]--> Pulse
Path (Raw):       Jim Sonzero --[(INV) directed_by]--> Pulse --[directed_by]--> Jim Sonzero --[(INV) directed_by]--> Pulse
Neg LogProb(↓):   0.001009
Path Entropy(↓):  0.008074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed bogus
Start Entity:     Bogus
Gold Answer:      [['Family', 'Music', 'Sport', 'Musical', 'Drama', 'Comedy', 'Action', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Bogus --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[has_genre]--> Drama
Path (Raw):       Bogus --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[has_genre]--> Drama
Neg LogProb(↓):   0.150051
Path Entropy(↓):  0.492118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by tim blaney were directed by who
Start Entity:     Tim Blaney
Gold Answer:      [['Kenneth Johnson']]
Predicted Ans:    Kenneth Johnson
Predicted Path:   Tim Blaney --[(INV) starred_actors]--> Short Circuit 2 --[directed_by]--> Kenneth Johnson
Path (Raw):       Tim Blaney --[No Operation]--> Tim Blaney --[(INV) starred_actors]--> Short Circuit 2 --[directed_by]--> Kenneth Johnson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of beyond the mat
Start Entity:     Beyond the Mat
Gold Answer:      [['Reginald Hudlin']]
Predicted Ans:    Reginald Hudlin
Predicted Path:   Beyond the Mat --[written_by]--> Barry W. Blaustein --[(INV) written_by]--> Boomerang --[directed_by]--> Reginald Hudlin
Path (Raw):       Beyond the Mat --[written_by]--> Barry W. Blaustein --[(INV) written_by]--> Boomerang --[directed_by]--> Reginald Hudlin
Neg LogProb(↓):   0.011648
Path Entropy(↓):  0.063203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with mike patton
Start Entity:     Mike Patton
Gold Answer:      [['Karen Black']]
Predicted Ans:    Karen Black
Predicted Path:   Mike Patton --[(INV) starred_actors]--> Firecracker --[starred_actors]--> Karen Black
Path (Raw):       Mike Patton --[No Operation]--> Mike Patton --[(INV) starred_actors]--> Firecracker --[starred_actors]--> Karen Black
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote my giant
Start Entity:     My Giant
Gold Answer:      [['Joe Roth', 'Henry Winkler', 'Billy Crystal']]
Predicted Ans:    Billy Crystal
Predicted Path:   My Giant --[written_by]--> Billy Crystal --[(INV) written_by]--> Mr. Saturday Night --[directed_by]--> Billy Crystal
Path (Raw):       My Giant --[written_by]--> Billy Crystal --[(INV) written_by]--> Mr. Saturday Night --[directed_by]--> Billy Crystal
Neg LogProb(↓):   0.363319
Path Entropy(↓):  0.793688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is a star is born
Start Entity:     A Star Is Born
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Music
Predicted Path:   A Star Is Born --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       A Star Is Born --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   4.552811
Path Entropy(↓):  1.152406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie shamus
Start Entity:     Shamus
Gold Answer:      [['2011', '2010', '1980']]
Predicted Ans:    1973
Predicted Path:   Shamus --[directed_by]--> Buzz Kulik --[(INV) directed_by]--> Shamus --[release_year]--> 1973
Path (Raw):       Shamus --[directed_by]--> Buzz Kulik --[(INV) directed_by]--> Shamus --[release_year]--> 1973
Neg LogProb(↓):   0.398593
Path Entropy(↓):  0.633280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film written by rachel dratch
Start Entity:     Rachel Dratch
Gold Answer:      [['Spring Breakdown']]
Predicted Ans:    Spring Breakdown
Predicted Path:   Rachel Dratch --[(INV) written_by]--> Spring Breakdown --[written_by]--> Rachel Dratch --[(INV) written_by]--> Spring Breakdown
Path (Raw):       Rachel Dratch --[(INV) written_by]--> Spring Breakdown --[written_by]--> Rachel Dratch --[(INV) written_by]--> Spring Breakdown
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by return actors
Start Entity:     Return
Gold Answer:      [['William Friedkin', 'Marc Forster', 'Ramin Bahrani', 'Jake Paltrow', 'Noah Buschel', 'Raja Gosnell', 'Ariel Vromen', 'Zack Snyder', 'Jeannot Szwarc', 'Jeff Nichols', 'Floria Sigismondi']]
Predicted Ans:    Ariel Vromen
Predicted Path:   Return --[starred_actors]--> Michael Shannon --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Path (Raw):       Return --[starred_actors]--> Michael Shannon --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Neg LogProb(↓):   0.129285
Path Entropy(↓):  0.489368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in freeway
Start Entity:     Freeway
Gold Answer:      [['2008', '1992', '1993', '2006', '1977', '2007', '1998', '1939', '2009', '2010', '1973', '2014', '1994', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1987']]
Predicted Ans:    2005
Predicted Path:   Freeway --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[release_year]--> 2005
Path (Raw):       Freeway --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[release_year]--> 2005
Neg LogProb(↓):   0.580417
Path Entropy(↓):  1.508060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of waterboys
Start Entity:     Waterboys
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Waterboys --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Waterboys --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.240656
Path Entropy(↓):  4.392056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the pawnbroker starred who
Start Entity:     The Pawnbroker
Gold Answer:      [['Madeleine Stowe']]
Predicted Ans:    Rod Steiger
Predicted Path:   The Pawnbroker --[written_by]--> Morton S. Fine --[(INV) written_by]--> The Pawnbroker --[starred_actors]--> Rod Steiger
Path (Raw):       The Pawnbroker --[written_by]--> Morton S. Fine --[(INV) written_by]--> The Pawnbroker --[starred_actors]--> Rod Steiger
Neg LogProb(↓):   0.014886
Path Entropy(↓):  0.093857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the brute force director release
Start Entity:     Brute Force
Gold Answer:      [['1962', '1964', '1949', '1948', '1944', '1950', '1960', '1992', '1959', '1942', '1955']]
Predicted Ans:    1942
Predicted Path:   Brute Force --[directed_by]--> Jules Dassin --[(INV) directed_by]--> The Affairs of Martha --[release_year]--> 1942
Path (Raw):       Brute Force --[directed_by]--> Jules Dassin --[(INV) directed_by]--> The Affairs of Martha --[release_year]--> 1942
Neg LogProb(↓):   0.873593
Path Entropy(↓):  1.817753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of role models
Start Entity:     Role Models
Gold Answer:      [['The Ten', 'Wanderlust', 'Wet Hot American Summer', 'They Came Together']]
Predicted Ans:    James L. Brooks
Predicted Path:   Role Models --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[directed_by]--> James L. Brooks
Path (Raw):       Role Models --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[directed_by]--> James L. Brooks
Neg LogProb(↓):   1.165646
Path Entropy(↓):  2.656103
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by blythe danner
Start Entity:     Blythe Danner
Gold Answer:      [['Neil Simon', 'John Hamburg', 'Rob Thompson', 'Mayo Simon', 'Mary Ruth Clarke', 'Lewis John Carlino', 'Pat Conroy', 'Greg Glienna', 'Sarah Koskoff', 'Jim Herzfeld']]
Predicted Ans:    Neil Simon
Predicted Path:   Blythe Danner --[(INV) starred_actors]--> Brighton Beach Memoirs --[written_by]--> Neil Simon
Path (Raw):       Blythe Danner --[No Operation]--> Blythe Danner --[(INV) starred_actors]--> Brighton Beach Memoirs --[written_by]--> Neil Simon
Neg LogProb(↓):   0.608501
Path Entropy(↓):  0.719296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by robert bentley were released in which years
Start Entity:     Robert Bentley
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Robert Bentley --[(INV) written_by]--> Shanghai Surprise --[release_year]--> 1986
Path (Raw):       Robert Bentley --[No Operation]--> Robert Bentley --[(INV) written_by]--> Shanghai Surprise --[release_year]--> 1986
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film 10 years
Start Entity:     10 Years
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   10 Years --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       10 Years --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.580993
Path Entropy(↓):  4.823314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by carolyn brandt release
Start Entity:     Carolyn Brandt
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Carolyn Brandt --[(INV) starred_actors]--> Rat Pfink a Boo Boo --[release_year]--> 1966
Path (Raw):       Carolyn Brandt --[No Operation]--> Carolyn Brandt --[(INV) starred_actors]--> Rat Pfink a Boo Boo --[release_year]--> 1966
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of beyond the time barrier also directed which films
Start Entity:     Beyond the Time Barrier
Gold Answer:      [['Bluebeard', 'The Amazing Transparent Man', 'Detour', 'The Man from Planet X', 'The Black Cat', 'Carnegie Hall']]
Predicted Ans:    Bluebeard
Predicted Path:   Beyond the Time Barrier --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard
Path (Raw):       Beyond the Time Barrier --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard --[No Operation]--> Bluebeard
Neg LogProb(↓):   0.988690
Path Entropy(↓):  1.802440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of harvey
Start Entity:     Harvey
Gold Answer:      [['Horror']]
Predicted Ans:    Fantasy
Predicted Path:   Harvey --[written_by]--> Joseph Dougherty --[(INV) written_by]--> Harvey --[has_genre]--> Fantasy
Path (Raw):       Harvey --[written_by]--> Joseph Dougherty --[(INV) written_by]--> Harvey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.523890
Path Entropy(↓):  0.714761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of mark haggard directed movies
Start Entity:     Mark Haggard
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Mark Haggard --[(INV) directed_by]--> The First Nudie Musical --[release_year]--> 1976
Path (Raw):       Mark Haggard --[No Operation]--> Mark Haggard --[(INV) directed_by]--> The First Nudie Musical --[release_year]--> 1976
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of thunderheart
Start Entity:     Thunderheart
Gold Answer:      [['Music', 'Western', 'Drama', 'Comedy', 'Action']]
Predicted Ans:    Mystery
Predicted Path:   Thunderheart --[written_by]--> John Fusco --[(INV) written_by]--> Thunderheart --[has_genre]--> Mystery
Path (Raw):       Thunderheart --[written_by]--> John Fusco --[(INV) written_by]--> Thunderheart --[has_genre]--> Mystery
Neg LogProb(↓):   0.679539
Path Entropy(↓):  1.099287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie too big to fail
Start Entity:     Too Big to Fail
Gold Answer:      [['Curtis Hanson']]
Predicted Ans:    Curtis Hanson
Predicted Path:   Too Big to Fail --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You --[directed_by]--> Curtis Hanson
Path (Raw):       Too Big to Fail --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   0.175458
Path Entropy(↓):  0.441636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie thor were in which languages
Start Entity:     Thor
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   Thor --[written_by]--> Mark Protosevich --[(INV) written_by]--> Oldboy --[in_language]--> Korean
Path (Raw):       Thor --[written_by]--> Mark Protosevich --[(INV) written_by]--> Oldboy --[in_language]--> Korean
Neg LogProb(↓):   0.129316
Path Entropy(↓):  0.405411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie born to win
Start Entity:     Born to Win
Gold Answer:      [['George Segal', 'Karen Black', 'Paula Prentiss']]
Predicted Ans:    George Segal
Predicted Path:   Born to Win --[starred_actors]--> George Segal --[(INV) starred_actors]--> Russian Roulette --[starred_actors]--> George Segal
Path (Raw):       Born to Win --[starred_actors]--> George Segal --[(INV) starred_actors]--> Russian Roulette --[starred_actors]--> George Segal
Neg LogProb(↓):   0.139262
Path Entropy(↓):  0.519769
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by blue collar actors release
Start Entity:     Blue Collar
Gold Answer:      [['1980', '2003', '1992', '1993', '1985', '1967', '1977', '1998', '2009', '2010', '1982', '1973', '1994', '1983', '1995', '1976', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '1988', '2000', '1997', '2005', '1991', '1987', '1986']]
Predicted Ans:    1992
Predicted Path:   Blue Collar --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Lieutenant --[release_year]--> 1992
Path (Raw):       Blue Collar --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Lieutenant --[release_year]--> 1992
Neg LogProb(↓):   1.843601
Path Entropy(↓):  2.963119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote son of paleface
Start Entity:     Son of Paleface
Gold Answer:      [['1964', '1949', '1957', '1950', '1967', '1956']]
Predicted Ans:    1956
Predicted Path:   Son of Paleface --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It --[release_year]--> 1956
Path (Raw):       Son of Paleface --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It --[release_year]--> 1956
Neg LogProb(↓):   0.219355
Path Entropy(↓):  0.554616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor herbert marshall co - starred with who
Start Entity:     Herbert Marshall
Gold Answer:      [['Greta Garbo', 'Marlene Dietrich', 'Claire Trevor', 'Robert Montgomery', 'Alice Brady', 'Greer Garson', 'Myrna Loy', 'Ann Harding', 'Fredric March', 'Stephen Rea', 'Winona Ryder', 'Laraine Day', 'George Sanders', 'Charles Ruggles', 'Bette Davis', 'Joel McCrea', 'Sam Neill', 'Claudette Colbert', 'Joan Crawford', 'Kay Francis', 'Edward Everett Horton', 'Romola Garai', 'James Stephenson', 'Melvyn Douglas', 'Robert Taylor', 'Miriam Hopkins', 'Frank Morgan', 'Reginald Owen', 'Jeanne Eagels', 'Edward Chapman', 'Merle Oberon', 'Norah Baring', 'Jean Arthur', 'Margaret Sullavan', "Pat O'Brien"]]
Predicted Ans:    Herbert Marshall
Predicted Path:   Herbert Marshall --[(INV) starred_actors]--> Angel --[starred_actors]--> Herbert Marshall
Path (Raw):       Herbert Marshall --[No Operation]--> Herbert Marshall --[(INV) starred_actors]--> Angel --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.730803
Path Entropy(↓):  1.388594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Roger kay was the director of which movies
Start Entity:     Roger Kay
Gold Answer:      [['The Cabinet of Caligari']]
Predicted Ans:    The Cabinet of Caligari
Predicted Path:   Roger Kay --[(INV) directed_by]--> The Cabinet of Caligari --[directed_by]--> Roger Kay --[(INV) directed_by]--> The Cabinet of Caligari
Path (Raw):       Roger Kay --[(INV) directed_by]--> The Cabinet of Caligari --[directed_by]--> Roger Kay --[(INV) directed_by]--> The Cabinet of Caligari
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote cq
Start Entity:     CQ
Gold Answer:      [['Jason Schwartzman', 'Adrien Brody', 'Amara Karan', 'Owen Wilson', 'Charlie Sheen']]
Predicted Ans:    Adrien Brody
Predicted Path:   CQ --[written_by]--> Roman Coppola --[(INV) written_by]--> The Darjeeling Limited --[starred_actors]--> Adrien Brody
Path (Raw):       CQ --[written_by]--> Roman Coppola --[(INV) written_by]--> The Darjeeling Limited --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.002022
Path Entropy(↓):  0.015322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by kent jones
Start Entity:     Kent Jones
Gold Answer:      [['Martin Scorsese']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Kent Jones --[(INV) directed_by]--> A Letter to Elia --[written_by]--> Martin Scorsese
Path (Raw):       Kent Jones --[No Operation]--> Kent Jones --[(INV) directed_by]--> A Letter to Elia --[written_by]--> Martin Scorsese
Neg LogProb(↓):   0.053595
Path Entropy(↓):  0.205046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film a woman of affairs starred which actors
Start Entity:     A Woman of Affairs
Gold Answer:      [['Greta Garbo', 'Lewis Stone', 'John Gilbert']]
Predicted Ans:    Greta Garbo
Predicted Path:   A Woman of Affairs --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel --[starred_actors]--> Greta Garbo
Path (Raw):       A Woman of Affairs --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel --[starred_actors]--> Greta Garbo
Neg LogProb(↓):   0.513301
Path Entropy(↓):  1.080416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was alan hackney a writer on
Start Entity:     Alan Hackney
Gold Answer:      [["I'm All Right Jack"]]
Predicted Ans:    I'm All Right Jack
Predicted Path:   Alan Hackney --[(INV) written_by]--> I'm All Right Jack --[written_by]--> Frank Harvey --[(INV) written_by]--> I'm All Right Jack
Path (Raw):       Alan Hackney --[(INV) written_by]--> I'm All Right Jack --[written_by]--> Frank Harvey --[(INV) written_by]--> I'm All Right Jack
Neg LogProb(↓):   0.124505
Path Entropy(↓):  0.400646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films 13 are written by who
Start Entity:     13
Gold Answer:      [['Géla Babluani']]
Predicted Ans:    Géla Babluani
Predicted Path:   13 --[directed_by]--> Géla Babluani --[(INV) directed_by]--> 13 Tzameti --[written_by]--> Géla Babluani
Path (Raw):       13 --[directed_by]--> Géla Babluani --[(INV) directed_by]--> 13 Tzameti --[written_by]--> Géla Babluani
Neg LogProb(↓):   0.009053
Path Entropy(↓):  0.051904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in union station also appears in which films
Start Entity:     Union Station
Gold Answer:      [['Wild Rovers', 'Sabrina', 'The Towering Inferno', 'Alvarez Kelly', 'Escape from Fort Bravo', 'Son of Flubber', 'The Earthling', 'Picnic', 'Paris When It Sizzles', 'S.O.B.', 'The Country Girl', 'Golden Boy', 'Network', 'The 7th Dawn', 'The World of Suzie Wong', 'The Catered Affair', 'And Then There Were None', 'The Bridge on the River Kwai', 'California', 'The Moon Is Blue', 'Love Is a Many-Splendored Thing', 'Toward the Unknown', 'The Bridges at Toko-Ri', 'Texas', 'Satan Never Sleeps', 'Invisible Stripes', 'The Key', 'The Long Voyage Home', 'The Quiet Man', 'Born Yesterday', 'Executive Suite', 'The Counterfeit Traitor', 'The Wild Bunch', 'Going My Way', 'Arizona', 'Weary River', 'Stalag 17', 'The Horse Soldiers', 'Breezy', 'Our Town']]
Predicted Ans:    The Wild Bunch
Predicted Path:   Union Station --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Path (Raw):       Union Station --[starred_actors]--> William Holden --[No Operation]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Neg LogProb(↓):   1.165078
Path Entropy(↓):  1.730887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by world's greatest dad actors release
Start Entity:     World's Greatest Dad
Gold Answer:      [['1980', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2004', '1982', '2014', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2013', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   World's Greatest Dad --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam --[release_year]--> 1987
Path (Raw):       World's Greatest Dad --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam --[release_year]--> 1987
Neg LogProb(↓):   1.934055
Path Entropy(↓):  2.615800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by george w. george were written by who
Start Entity:     George W. George
Gold Answer:      [['Stewart Stern']]
Predicted Ans:    Stewart Stern
Predicted Path:   George W. George --[(INV) directed_by]--> The James Dean Story --[written_by]--> Stewart Stern
Path (Raw):       George W. George --[No Operation]--> George W. George --[(INV) directed_by]--> The James Dean Story --[written_by]--> Stewart Stern
Neg LogProb(↓):   0.000480
Path Entropy(↓):  0.004159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the warlords
Start Entity:     The Warlords
Gold Answer:      [['Dragon', 'The Love Letter']]
Predicted Ans:    The Love Letter
Predicted Path:   The Warlords --[directed_by]--> Peter Chan --[(INV) directed_by]--> The Love Letter
Path (Raw):       The Warlords --[directed_by]--> Peter Chan --[(INV) directed_by]--> The Love Letter --[No Operation]--> The Love Letter
Neg LogProb(↓):   0.292687
Path Entropy(↓):  0.576509
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by janet munro fall under
Start Entity:     Janet Munro
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Janet Munro --[(INV) starred_actors]--> Swiss Family Robinson --[has_genre]--> Family
Path (Raw):       Janet Munro --[No Operation]--> Janet Munro --[(INV) starred_actors]--> Swiss Family Robinson --[has_genre]--> Family
Neg LogProb(↓):   0.065806
Path Entropy(↓):  0.278846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of bambi ii was
Start Entity:     Bambi II
Gold Answer:      [['Brian Pimental']]
Predicted Ans:    Brian Pimental
Predicted Path:   Bambi II --[directed_by]--> Brian Pimental --[(INV) directed_by]--> Bambi II --[directed_by]--> Brian Pimental
Path (Raw):       Bambi II --[directed_by]--> Brian Pimental --[(INV) directed_by]--> Bambi II --[directed_by]--> Brian Pimental
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in white heat
Start Entity:     White Heat
Gold Answer:      [['French', 'English', 'Russian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   White Heat --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Path (Raw):       White Heat --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Neg LogProb(↓):   0.709839
Path Entropy(↓):  1.369104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the adventures of pluto nash
Start Entity:     The Adventures of Pluto Nash
Gold Answer:      [['2008', '2003', '1992', '2006', '1984', '2007', '1998', '1963', '2009', '2004', '1982', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1988', '1997', '1999', '1987', '1986']]
Predicted Ans:    1990
Predicted Path:   The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[release_year]--> 1990
Path (Raw):       The Adventures of Pluto Nash --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[release_year]--> 1990
Neg LogProb(↓):   1.122840
Path Entropy(↓):  2.024814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by jesus of montreal screenwriters
Start Entity:     Jesus of Montreal
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jesus of Montreal --[written_by]--> Denys Arcand --[(INV) written_by]--> Days of Darkness --[in_language]--> French
Path (Raw):       Jesus of Montreal --[written_by]--> Denys Arcand --[(INV) written_by]--> Days of Darkness --[in_language]--> French
Neg LogProb(↓):   0.072124
Path Entropy(↓):  0.253412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of amish grace
Start Entity:     Amish Grace
Gold Answer:      [['Teri Garr', 'Matt Frewer', 'Woody Harrelson', 'Dabney Coleman', 'Kiefer Sutherland']]
Predicted Ans:    Tammy Blanchard
Predicted Path:   Amish Grace --[directed_by]--> Gregg Champion --[(INV) directed_by]--> Amish Grace --[starred_actors]--> Tammy Blanchard
Path (Raw):       Amish Grace --[directed_by]--> Gregg Champion --[(INV) directed_by]--> Amish Grace --[starred_actors]--> Tammy Blanchard
Neg LogProb(↓):   0.002066
Path Entropy(↓):  0.015843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is the movie once upon a time in the west in
Start Entity:     Once Upon a Time in the West
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Once Upon a Time in the West --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Once Upon a Time in the West --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   2.107449
Path Entropy(↓):  3.434574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ricardo darin acted films
Start Entity:     Ricardo Darín
Gold Answer:      [['2000', '2009', '2001', '2010', '2002', '2007']]
Predicted Ans:    2007
Predicted Path:   Ricardo Darín --[(INV) starred_actors]--> XXY --[release_year]--> 2007
Path (Raw):       Ricardo Darín --[No Operation]--> Ricardo Darín --[(INV) starred_actors]--> XXY --[release_year]--> 2007
Neg LogProb(↓):   0.087260
Path Entropy(↓):  0.391082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film clockwatchers starred which actors
Start Entity:     Clockwatchers
Gold Answer:      [['Lisa Kudrow', 'Alanna Ubach', 'Parker Posey', 'Toni Collette']]
Predicted Ans:    Lisa Kudrow
Predicted Path:   Clockwatchers --[starred_actors]--> Lisa Kudrow --[(INV) starred_actors]--> Kabluey --[starred_actors]--> Lisa Kudrow
Path (Raw):       Clockwatchers --[starred_actors]--> Lisa Kudrow --[(INV) starred_actors]--> Kabluey --[starred_actors]--> Lisa Kudrow
Neg LogProb(↓):   0.739711
Path Entropy(↓):  1.324273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the transporter
Start Entity:     The Transporter
Gold Answer:      [['Subway', 'Kiss of the Dragon', 'The Family', 'Arthur and the Invisibles', 'Angel-A', 'Unleashed', 'The Big Blue', 'Taxi', 'Lockout', 'Lucy', 'Point of No Return', 'The Extraordinary Adventures of Adèle Blanc-Sec', 'Transporter 2', '3 Days to Kill', 'From Paris with Love', 'The Fifth Element', 'Bandidas', 'Taxi 2', 'Taken 3', 'La Femme Nikita', 'Wasabi', 'Colombiana', 'Taken', 'Brick Mansions']]
Predicted Ans:    The Fifth Element
Predicted Path:   The Transporter --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element
Path (Raw):       The Transporter --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[No Operation]--> The Fifth Element
Neg LogProb(↓):   0.960859
Path Entropy(↓):  1.961282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the world's end
Start Entity:     The World's End
Gold Answer:      [['Simon Pegg', 'Graham Low', 'Nick Frost']]
Predicted Ans:    Simon Pegg
Predicted Path:   The World's End --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz --[starred_actors]--> Simon Pegg
Path (Raw):       The World's End --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz --[starred_actors]--> Simon Pegg
Neg LogProb(↓):   0.113451
Path Entropy(↓):  0.390053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by jim henson fall under
Start Entity:     Jim Henson
Gold Answer:      [['Family', 'Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Family
Predicted Path:   Jim Henson --[(INV) directed_by]--> The Dark Crystal --[has_genre]--> Family
Path (Raw):       Jim Henson --[No Operation]--> Jim Henson --[(INV) directed_by]--> The Dark Crystal --[has_genre]--> Family
Neg LogProb(↓):   0.015678
Path Entropy(↓):  0.091147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the final countdown in
Start Entity:     The Final Countdown
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Final Countdown --[directed_by]--> Don Taylor --[(INV) directed_by]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       The Final Countdown --[directed_by]--> Don Taylor --[(INV) directed_by]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   0.717917
Path Entropy(↓):  0.808100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the wicker man
Start Entity:     The Wicker Man
Gold Answer:      [['Anthony Shaffer', 'Neil LaBute']]
Predicted Ans:    Anthony Shaffer
Predicted Path:   The Wicker Man --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[written_by]--> Anthony Shaffer
Path (Raw):       The Wicker Man --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[written_by]--> Anthony Shaffer
Neg LogProb(↓):   1.132753
Path Entropy(↓):  1.870169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with barbara feldon
Start Entity:     Barbara Feldon
Gold Answer:      [['Bruce Dern', 'Dick Van Dyke']]
Predicted Ans:    Bruce Dern
Predicted Path:   Barbara Feldon --[(INV) starred_actors]--> Smile --[starred_actors]--> Bruce Dern
Path (Raw):       Barbara Feldon --[No Operation]--> Barbara Feldon --[(INV) starred_actors]--> Smile --[starred_actors]--> Bruce Dern
Neg LogProb(↓):   0.127720
Path Entropy(↓):  0.407784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie hell, when was it released
Start Entity:     Hell
Gold Answer:      [['2005']]
Predicted Ans:    2011
Predicted Path:   Hell --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Hell --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.631210
Path Entropy(↓):  4.443803
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share writers with the movie la dolce vita were in which languages
Start Entity:     La Dolce Vita
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   La Dolce Vita --[directed_by]--> Federico Fellini --[(INV) directed_by]--> The Clowns --[in_language]--> Italian
Path (Raw):       La Dolce Vita --[directed_by]--> Federico Fellini --[(INV) directed_by]--> The Clowns --[in_language]--> Italian
Neg LogProb(↓):   1.102611
Path Entropy(↓):  2.331196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in casino royale
Start Entity:     Casino Royale
Gold Answer:      [['Ursula Andress', 'David Niven', 'Peter Sellers']]
Predicted Ans:    Daniel Craig
Predicted Path:   Casino Royale --[starred_actors]--> Daniel Craig --[(INV) starred_actors]--> One Life --[starred_actors]--> Daniel Craig
Path (Raw):       Casino Royale --[starred_actors]--> Daniel Craig --[(INV) starred_actors]--> One Life --[starred_actors]--> Daniel Craig
Neg LogProb(↓):   0.252421
Path Entropy(↓):  0.563199
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies directed by don dohler
Start Entity:     Don Dohler
Gold Answer:      [['Richard Ruxton', 'George Stover']]
Predicted Ans:    Richard Ruxton
Predicted Path:   Don Dohler --[(INV) directed_by]--> The Galaxy Invader --[starred_actors]--> Richard Ruxton
Path (Raw):       Don Dohler --[No Operation]--> Don Dohler --[(INV) directed_by]--> The Galaxy Invader --[starred_actors]--> Richard Ruxton
Neg LogProb(↓):   0.005935
Path Entropy(↓):  0.036256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of salmonberries
Start Entity:     Salmonberries
Gold Answer:      [['Percy Adlon']]
Predicted Ans:    Percy Adlon
Predicted Path:   Salmonberries --[directed_by]--> Percy Adlon --[(INV) directed_by]--> Rosalie Goes Shopping --[written_by]--> Percy Adlon
Path (Raw):       Salmonberries --[directed_by]--> Percy Adlon --[(INV) directed_by]--> Rosalie Goes Shopping --[written_by]--> Percy Adlon
Neg LogProb(↓):   0.279139
Path Entropy(↓):  0.555501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Erin o'brien appears in which movies
Start Entity:     Erin O'Brien
Gold Answer:      [['Onionhead']]
Predicted Ans:    Onionhead
Predicted Path:   Erin O'Brien --[(INV) starred_actors]--> Onionhead --[starred_actors]--> Erin O'Brien --[(INV) starred_actors]--> Onionhead
Path (Raw):       Erin O'Brien --[(INV) starred_actors]--> Onionhead --[starred_actors]--> Erin O'Brien --[(INV) starred_actors]--> Onionhead
Neg LogProb(↓):   0.012459
Path Entropy(↓):  0.067352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of henry poole is here
Start Entity:     Henry Poole Is Here
Gold Answer:      [['Arlington Road', 'The Mothman Prophecies', 'Going All the Way', 'I Melt with You']]
Predicted Ans:    The Mothman Prophecies
Predicted Path:   Henry Poole Is Here --[directed_by]--> Mark Pellington --[(INV) directed_by]--> The Mothman Prophecies
Path (Raw):       Henry Poole Is Here --[No Operation]--> Henry Poole Is Here --[directed_by]--> Mark Pellington --[(INV) directed_by]--> The Mothman Prophecies
Neg LogProb(↓):   0.482071
Path Entropy(↓):  0.926575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of you don't know jack
Start Entity:     You Don't Know Jack
Gold Answer:      [['Turkish', 'Polish', 'German']]
Predicted Ans:    German
Predicted Path:   You Don't Know Jack --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Path (Raw):       You Don't Know Jack --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Neg LogProb(↓):   0.020894
Path Entropy(↓):  0.109195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie i wanna hold your hand
Start Entity:     I Wanna Hold Your Hand
Gold Answer:      [['1988', '1980', '2000', '1997', '2009', '1990', '1992', '1989', '2004', '1938', '1985', '1994', '1999', '2012', '1984', '2007']]
Predicted Ans:    1999
Predicted Path:   I Wanna Hold Your Hand --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[release_year]--> 1999
Path (Raw):       I Wanna Hold Your Hand --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[release_year]--> 1999
Neg LogProb(↓):   1.197126
Path Entropy(↓):  2.557290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film sweet sixteen
Start Entity:     Sweet Sixteen
Gold Answer:      [['1995', '1998', '2000', '2009', '1966', '1971', '1990', '2001', '2005', '1993', '1991', '1996', '2006', '2010', '2014', '1967', '1969', '2007']]
Predicted Ans:    1990
Predicted Path:   Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Path (Raw):       Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Neg LogProb(↓):   1.472948
Path Entropy(↓):  2.593929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film open season 2 were released in which years
Start Entity:     Open Season 2
Gold Answer:      [['2000', '2009', '2005', '2002', '2012', '1984']]
Predicted Ans:    1984
Predicted Path:   Open Season 2 --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[release_year]--> 1984
Path (Raw):       Open Season 2 --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[release_year]--> 1984
Neg LogProb(↓):   0.109555
Path Entropy(↓):  0.378242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by dear frankie actors
Start Entity:     Dear Frankie
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Dear Frankie --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> Transsiberian --[in_language]--> Spanish
Path (Raw):       Dear Frankie --[starred_actors]--> Emily Mortimer --[(INV) starred_actors]--> Transsiberian --[in_language]--> Spanish
Neg LogProb(↓):   0.000636
Path Entropy(↓):  0.005724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of miracle on 34th street also wrote which films
Start Entity:     Miracle on 34th Street
Gold Answer:      [['Flubber', "National Lampoon's Vacation", 'Beethoven', '101 Dalmatians', "Baby's Day Out", "She's Having a Baby", 'Some Kind of Wonderful', 'Curly Sue', 'The Country Girl', 'The Song of Bernadette', 'The Big Lift', 'Maid in Manhattan', 'Dennis the Menace', 'Career Opportunities', 'Dutch', '36 Hours', 'Weird Science', 'On the Riviera', 'The Benny Goodman Story', 'Pretty in Pink', "Ferris Bueller's Day Off", 'The Great Outdoors', 'Home Alone 3', 'The Counterfeit Traitor', 'Sixteen Candles', 'The Breakfast Club', 'Bachelor in Paradise', 'Airport', 'Drillbit Taylor', 'Home Alone', 'Mr. Mom', 'Uncle Buck']]
Predicted Ans:    The Country Girl
Predicted Path:   Miracle on 34th Street --[written_by]--> George Seaton --[(INV) written_by]--> The Country Girl
Path (Raw):       Miracle on 34th Street --[written_by]--> George Seaton --[(INV) written_by]--> The Country Girl --[No Operation]--> The Country Girl
Neg LogProb(↓):   1.778104
Path Entropy(↓):  2.140013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie strange days were released in which years
Start Entity:     Strange Days
Gold Answer:      [['1934', '2000', '2008', '1989', '1991', '1987', '2012']]
Predicted Ans:    1987
Predicted Path:   Strange Days --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Path (Raw):       Strange Days --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Neg LogProb(↓):   0.030330
Path Entropy(↓):  0.175391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by thomas arslan released
Start Entity:     Thomas Arslan
Gold Answer:      [['1974', '2013']]
Predicted Ans:    2013
Predicted Path:   Thomas Arslan --[(INV) directed_by]--> Gold --[release_year]--> 2013
Path (Raw):       Thomas Arslan --[No Operation]--> Thomas Arslan --[(INV) directed_by]--> Gold --[release_year]--> 2013
Neg LogProb(↓):   0.223387
Path Entropy(↓):  0.500672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film asterix at the olympic games
Start Entity:     Asterix at the Olympic Games
Gold Answer:      [['René Goscinny', 'Albert Uderzo']]
Predicted Ans:    Albert Uderzo
Predicted Path:   Asterix at the Olympic Games --[written_by]--> Albert Uderzo --[(INV) written_by]--> Asterix at the Olympic Games --[written_by]--> Albert Uderzo
Path (Raw):       Asterix at the Olympic Games --[written_by]--> Albert Uderzo --[(INV) written_by]--> Asterix at the Olympic Games --[written_by]--> Albert Uderzo
Neg LogProb(↓):   0.055271
Path Entropy(↓):  0.265039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by jeff daniels
Start Entity:     jeff daniels
Gold Answer:      [['Gods and Generals', 'Fly Away Home', 'Away We Go', 'Pleasantville', 'Arachnophobia', '101 Dalmatians', 'Trial and Error', 'The Lookout', 'The Answer Man']]
Predicted Ans:    Fly Away Home
Predicted Path:   jeff daniels --[(INV) has_tags]--> Fly Away Home --[has_tags]--> car crash --[(INV) has_tags]--> Fly Away Home
Path (Raw):       jeff daniels --[(INV) has_tags]--> Fly Away Home --[has_tags]--> car crash --[(INV) has_tags]--> Fly Away Home
Neg LogProb(↓):   0.164853
Path Entropy(↓):  0.533596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by ivan engler
Start Entity:     Ivan Engler
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2009
Predicted Path:   Ivan Engler --[(INV) directed_by]--> Cargo --[release_year]--> 2009
Path (Raw):       Ivan Engler --[No Operation]--> Ivan Engler --[(INV) directed_by]--> Cargo --[release_year]--> 2009
Neg LogProb(↓):   0.663898
Path Entropy(↓):  0.692739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by rene cardona released
Start Entity:     René Cardona
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   René Cardona --[(INV) written_by]--> Santa Claus --[release_year]--> 1959
Path (Raw):       René Cardona --[No Operation]--> René Cardona --[(INV) written_by]--> Santa Claus --[release_year]--> 1959
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by angie louise
Start Entity:     Angie Louise
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Angie Louise --[(INV) starred_actors]--> Gory Gory Hallelujah --[has_genre]--> Comedy
Path (Raw):       Angie Louise --[No Operation]--> Angie Louise --[(INV) starred_actors]--> Gory Gory Hallelujah --[has_genre]--> Comedy
Neg LogProb(↓):   0.087972
Path Entropy(↓):  0.288946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of hounddog
Start Entity:     Hounddog
Gold Answer:      [['Man on Fire', 'War of the Worlds', 'Now Is Good', 'Very Good Girls', 'Night Moves', 'Hide and Seek', 'Orphan', 'Uptown Girls', 'I Am Sam', 'Push', 'The Secret Life of Bees', 'The Last of Robin Hood', 'The Runaways']]
Predicted Ans:    Uptown Girls
Predicted Path:   Hounddog --[starred_actors]--> Dakota Fanning --[(INV) starred_actors]--> Uptown Girls
Path (Raw):       Hounddog --[No Operation]--> Hounddog --[starred_actors]--> Dakota Fanning --[(INV) starred_actors]--> Uptown Girls
Neg LogProb(↓):   0.499739
Path Entropy(↓):  1.129369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by mitchell kapner
Start Entity:     Mitchell Kapner
Gold Answer:      [['Fantasy', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Mitchell Kapner --[(INV) written_by]--> Oz the Great and Powerful --[has_genre]--> Adventure
Path (Raw):       Mitchell Kapner --[No Operation]--> Mitchell Kapner --[(INV) written_by]--> Oz the Great and Powerful --[has_genre]--> Adventure
Neg LogProb(↓):   0.068577
Path Entropy(↓):  0.248737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie nights in rodanthe in a few words
Start Entity:     Nights in Rodanthe
Gold Answer:      [['richard gere']]
Predicted Ans:    sex scenes
Predicted Path:   Nights in Rodanthe --[has_tags]--> richard gere --[(INV) has_tags]--> Unfaithful --[has_tags]--> sex scenes
Path (Raw):       Nights in Rodanthe --[has_tags]--> richard gere --[(INV) has_tags]--> Unfaithful --[has_tags]--> sex scenes
Neg LogProb(↓):   0.067540
Path Entropy(↓):  0.283320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of pride and glory also wrote which films
Start Entity:     Pride and Glory
Gold Answer:      [['Tumbleweeds', 'Warrior']]
Predicted Ans:    Pride and Glory
Predicted Path:   Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Pride and Glory
Path (Raw):       Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Pride and Glory --[No Operation]--> Pride and Glory
Neg LogProb(↓):   0.326621
Path Entropy(↓):  0.777633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie the devil's tomb
Start Entity:     The Devil's Tomb
Gold Answer:      [['Stephen Hopkins']]
Predicted Ans:    Jason Connery
Predicted Path:   The Devil's Tomb --[starred_actors]--> Cuba Gooding Jr. --[(INV) starred_actors]--> The Devil's Tomb --[directed_by]--> Jason Connery
Path (Raw):       The Devil's Tomb --[starred_actors]--> Cuba Gooding Jr. --[(INV) starred_actors]--> The Devil's Tomb --[directed_by]--> Jason Connery
Neg LogProb(↓):   0.783127
Path Entropy(↓):  1.018606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the prince of tides were released in which years
Start Entity:     The Prince of Tides
Gold Answer:      [['1983', '1996']]
Predicted Ans:    1991
Predicted Path:   The Prince of Tides --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[release_year]--> 1991
Path (Raw):       The Prince of Tides --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[release_year]--> 1991
Neg LogProb(↓):   0.056059
Path Entropy(↓):  0.243844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of agnieszka holland directed movies
Start Entity:     Agnieszka Holland
Gold Answer:      [['1995', '1988', '1997', '1949', '1990', '1992', '1993', '2006', '1999', '2011']]
Predicted Ans:    2011
Predicted Path:   Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Path (Raw):       Agnieszka Holland --[No Operation]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Neg LogProb(↓):   0.060320
Path Entropy(↓):  0.283572
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe derailed in a few words
Start Entity:     Derailed
Gold Answer:      [['vincent cassel', 'clive owen']]
Predicted Ans:    vincent cassel
Predicted Path:   Derailed --[has_tags]--> vincent cassel --[(INV) has_tags]--> Adrift --[has_tags]--> vincent cassel
Path (Raw):       Derailed --[has_tags]--> vincent cassel --[(INV) has_tags]--> Adrift --[has_tags]--> vincent cassel
Neg LogProb(↓):   0.683974
Path Entropy(↓):  1.106564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film tracers
Start Entity:     Tracers
Gold Answer:      [['Kenny Yakkel']]
Predicted Ans:    Kenny Yakkel
Predicted Path:   Tracers --[starred_actors]--> Adam Rayner --[(INV) starred_actors]--> The Task --[written_by]--> Kenny Yakkel
Path (Raw):       Tracers --[starred_actors]--> Adam Rayner --[(INV) starred_actors]--> The Task --[written_by]--> Kenny Yakkel
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by william h. macy
Start Entity:     William H. Macy
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   William H. Macy --[(INV) directed_by]--> Rudderless --[release_year]--> 2014
Path (Raw):       William H. Macy --[No Operation]--> William H. Macy --[(INV) directed_by]--> Rudderless --[release_year]--> 2014
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the pornographer
Start Entity:     The Pornographer
Gold Answer:      [['Bertrand Bonello']]
Predicted Ans:    Bertrand Bonello
Predicted Path:   The Pornographer --[written_by]--> Bertrand Bonello --[(INV) written_by]--> House of Tolerance --[written_by]--> Bertrand Bonello
Path (Raw):       The Pornographer --[written_by]--> Bertrand Bonello --[(INV) written_by]--> House of Tolerance --[written_by]--> Bertrand Bonello
Neg LogProb(↓):   0.000311
Path Entropy(↓):  0.002868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of white fang
Start Entity:     White Fang
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   White Fang --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       White Fang --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   1.978120
Path Entropy(↓):  2.877490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film airport'77
Start Entity:     Airport '77
Gold Answer:      [['George Cukor', 'William Dieterle', 'James Foley', 'Thorold Dickinson', 'Delmer Daves', 'Stuart Rosenberg', 'Fletcher Markle', 'Richard Fleischer', 'David O. Selznick', 'Mervyn LeRoy', 'Gilles Mimouni', 'Richard Quine', 'Blake Edwards', 'Donald Petrie', 'Carol Reed', 'Robert Altman', 'Mick Jackson', 'Félix Enríquez Alcalá', 'Billy Wilder', 'Lewis Milestone', 'Henry Hathaway', 'Robert Aldrich', 'King Vidor', 'John Ford', 'Mark Robson', 'Stanley Kramer', 'Budd Boetticher', 'Gary David Goldberg', 'Martha Coolidge', 'Joshua Logan', 'Harvey Miller', 'Howard Deutch', 'Alexander Hall', 'John G. Avildsen', 'Robert Parrish', 'Gene Saks', 'Glenn Jordan', 'Alfred Hitchcock', 'H.C. Potter', 'Andrew L. Stone', 'Orson Welles', 'David Swift', 'Robert Stevenson', 'James Bridges']]
Predicted Ans:    Billy Wilder
Predicted Path:   Airport '77 --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Path (Raw):       Airport '77 --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.170649
Path Entropy(↓):  2.149035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is envy
Start Entity:     Envy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Envy --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Envy --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.326118
Path Entropy(↓):  4.897153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did phil silvers act in
Start Entity:     Phil Silvers
Gold Answer:      [['A Lady Takes a Chance', 'A Funny Thing Happened on the Way to the Forum', 'Top Banana']]
Predicted Ans:    Top Banana
Predicted Path:   Phil Silvers --[(INV) starred_actors]--> Top Banana --[starred_actors]--> Judy Lynn --[(INV) starred_actors]--> Top Banana
Path (Raw):       Phil Silvers --[(INV) starred_actors]--> Top Banana --[starred_actors]--> Judy Lynn --[(INV) starred_actors]--> Top Banana
Neg LogProb(↓):   0.784485
Path Entropy(↓):  1.222539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is married to the mob about
Start Entity:     Married to the Mob
Gold Answer:      [['michelle pfeiffer', 'fbi', 'jonathan demme', 'demme', 'mafia']]
Predicted Ans:    demme
Predicted Path:   Married to the Mob --[has_tags]--> demme --[(INV) has_tags]--> Philadelphia --[has_tags]--> demme
Path (Raw):       Married to the Mob --[has_tags]--> demme --[(INV) has_tags]--> Philadelphia --[has_tags]--> demme
Neg LogProb(↓):   0.005957
Path Entropy(↓):  0.041150
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by stephen chow were in which genres
Start Entity:     Stephen Chow
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Stephen Chow --[(INV) starred_actors]--> From Beijing with Love --[has_genre]--> Comedy
Path (Raw):       Stephen Chow --[No Operation]--> Stephen Chow --[(INV) starred_actors]--> From Beijing with Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.195559
Path Entropy(↓):  0.710597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by steve lawson
Start Entity:     Steve Lawson
Gold Answer:      [['John Gielgud', 'Philip Anglim', 'Penny Fuller', 'Anne Bancroft', 'Kevin Conway', 'Anthony Hopkins', 'John Hurt']]
Predicted Ans:    John Hurt
Predicted Path:   Steve Lawson --[(INV) written_by]--> The Elephant Man --[starred_actors]--> John Hurt
Path (Raw):       Steve Lawson --[No Operation]--> Steve Lawson --[(INV) written_by]--> The Elephant Man --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.293824
Path Entropy(↓):  0.709312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by margarita terekhova
Start Entity:     Margarita Terekhova
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Margarita Terekhova --[(INV) starred_actors]--> The Mirror --[in_language]--> Russian
Path (Raw):       Margarita Terekhova --[No Operation]--> Margarita Terekhova --[(INV) starred_actors]--> The Mirror --[in_language]--> Russian
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the italian job
Start Entity:     The Italian Job
Gold Answer:      [['Friday', 'Law Abiding Citizen', 'The Negotiator', 'A Man Apart', 'Set It Off', 'The Earthling', 'Be Cool', "You Can't Win 'Em All"]]
Predicted Ans:    The Italian Job
Predicted Path:   The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job
Path (Raw):       The Italian Job --[No Operation]--> The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job
Neg LogProb(↓):   0.045256
Path Entropy(↓):  0.246330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the film merantau released
Start Entity:     Merantau
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Merantau --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Merantau --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.368954
Path Entropy(↓):  4.764229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by peter milne
Start Entity:     Peter Milne
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Peter Milne --[(INV) written_by]--> The Verdict --[has_genre]--> Drama
Path (Raw):       Peter Milne --[No Operation]--> Peter Milne --[(INV) written_by]--> The Verdict --[has_genre]--> Drama
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the last of robin hood director
Start Entity:     The Last of Robin Hood
Gold Answer:      [['Wash Westmoreland', 'Lisa Genova', 'Richard Glatzer']]
Predicted Ans:    Wash Westmoreland
Predicted Path:   The Last of Robin Hood --[directed_by]--> Richard Glatzer --[(INV) directed_by]--> Still Alice --[written_by]--> Wash Westmoreland
Path (Raw):       The Last of Robin Hood --[directed_by]--> Richard Glatzer --[(INV) directed_by]--> Still Alice --[written_by]--> Wash Westmoreland
Neg LogProb(↓):   0.022433
Path Entropy(↓):  0.121188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film one hundred men and a girl
Start Entity:     One Hundred Men and a Girl
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   One Hundred Men and a Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       One Hundred Men and a Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.457516
Path Entropy(↓):  4.602081
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by betty comden
Start Entity:     Betty Comden
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Betty Comden --[(INV) written_by]--> The Barkleys of Broadway --[has_genre]--> Musical
Path (Raw):       Betty Comden --[No Operation]--> Betty Comden --[(INV) written_by]--> The Barkleys of Broadway --[has_genre]--> Musical
Neg LogProb(↓):   1.068659
Path Entropy(↓):  1.285325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by stephen marcus were written by who
Start Entity:     Stephen Marcus
Gold Answer:      [['Perry Bhandal']]
Predicted Ans:    Perry Bhandal
Predicted Path:   Stephen Marcus --[(INV) starred_actors]--> Interview with a Hitman --[written_by]--> Perry Bhandal
Path (Raw):       Stephen Marcus --[No Operation]--> Stephen Marcus --[(INV) starred_actors]--> Interview with a Hitman --[written_by]--> Perry Bhandal
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of the wild bees
Start Entity:     The Wild Bees
Gold Answer:      [['Bohdan Sláma']]
Predicted Ans:    Bohdan Sláma
Predicted Path:   The Wild Bees --[written_by]--> Bohdan Sláma --[(INV) written_by]--> The Country Teacher --[written_by]--> Bohdan Sláma
Path (Raw):       The Wild Bees --[written_by]--> Bohdan Sláma --[(INV) written_by]--> The Country Teacher --[written_by]--> Bohdan Sláma
Neg LogProb(↓):   0.090252
Path Entropy(↓):  0.307900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did bahram tavakoli write the story for
Start Entity:     Bahram Tavakoli
Gold Answer:      [['Here Without Me']]
Predicted Ans:    Here Without Me
Predicted Path:   Bahram Tavakoli --[(INV) written_by]--> Here Without Me --[written_by]--> Bahram Tavakoli --[(INV) written_by]--> Here Without Me
Path (Raw):       Bahram Tavakoli --[(INV) written_by]--> Here Without Me --[written_by]--> Bahram Tavakoli --[(INV) written_by]--> Here Without Me
Neg LogProb(↓):   0.009779
Path Entropy(↓):  0.057781
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by noel behn released
Start Entity:     Noel Behn
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Noel Behn --[(INV) written_by]--> The Kremlin Letter --[release_year]--> 1970
Path (Raw):       Noel Behn --[No Operation]--> Noel Behn --[(INV) written_by]--> The Kremlin Letter --[release_year]--> 1970
Neg LogProb(↓):   0.000269
Path Entropy(↓):  0.002483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed captain abu raed
Start Entity:     Captain Abu Raed
Gold Answer:      [['Amin Matalqa']]
Predicted Ans:    Amin Matalqa
Predicted Path:   Captain Abu Raed --[directed_by]--> Amin Matalqa --[(INV) directed_by]--> Captain Abu Raed --[directed_by]--> Amin Matalqa
Path (Raw):       Captain Abu Raed --[directed_by]--> Amin Matalqa --[(INV) directed_by]--> Captain Abu Raed --[directed_by]--> Amin Matalqa
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote coffy
Start Entity:     Coffy
Gold Answer:      [['Francis Ford Coppola', 'Jack Hill']]
Predicted Ans:    Jack Hill
Predicted Path:   Coffy --[written_by]--> Jack Hill --[(INV) written_by]--> Foxy Brown --[directed_by]--> Jack Hill
Path (Raw):       Coffy --[written_by]--> Jack Hill --[(INV) written_by]--> Foxy Brown --[directed_by]--> Jack Hill
Neg LogProb(↓):   0.060249
Path Entropy(↓):  0.248431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was notting hill released
Start Entity:     Notting Hill
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Notting Hill --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Notting Hill --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.054221
Path Entropy(↓):  3.897918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the business
Start Entity:     The Business
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Business --[directed_by]--> Nick Love --[(INV) directed_by]--> Outlaw --[has_genre]--> Drama
Path (Raw):       The Business --[directed_by]--> Nick Love --[(INV) directed_by]--> Outlaw --[has_genre]--> Drama
Neg LogProb(↓):   0.383129
Path Entropy(↓):  0.734133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by derek cianfrance released
Start Entity:     Derek Cianfrance
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Derek Cianfrance --[(INV) directed_by]--> Blue Valentine --[release_year]--> 2010
Path (Raw):       Derek Cianfrance --[No Operation]--> Derek Cianfrance --[(INV) directed_by]--> Blue Valentine --[release_year]--> 2010
Neg LogProb(↓):   0.760009
Path Entropy(↓):  0.691055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the tingler
Start Entity:     The Tingler
Gold Answer:      [['Robb White', 'Robert Bloch', 'Walter Karig', 'Ursula Curtiss', 'Robert E. Kent', 'William P. McGivern']]
Predicted Ans:    Robb White
Predicted Path:   The Tingler --[directed_by]--> William Castle --[(INV) directed_by]--> Macabre --[written_by]--> Robb White
Path (Raw):       The Tingler --[directed_by]--> William Castle --[(INV) directed_by]--> Macabre --[written_by]--> Robb White
Neg LogProb(↓):   0.930576
Path Entropy(↓):  1.406418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of two weeks notice
Start Entity:     Two Weeks Notice
Gold Answer:      [['Speed', 'Hope Floats', 'Bitter Moon', 'Forces of Nature', 'Gravity', 'The Proposal', 'Four Weddings and a Funeral', 'Nine Months', 'In Love and War', 'Impromptu', 'Murder by Numbers', 'Crash', 'The Blind Side', 'Miss Congeniality', 'Two If by Sea', 'While You Were Sleeping', 'Practical Magic', 'The Net', 'Did You Hear About the Morgans?', 'A Time to Kill', 'Sirens', 'All About Steve', 'Maurice', 'Love Potion No. 9', '28 Days', 'The Heat', 'Infamous', 'The Thing Called Love', 'The Lake House', 'Divine Secrets of the Ya-Ya Sisterhood', 'Wrestling Ernest Hemingway', 'Notting Hill', 'The Lair of the White Worm', 'Mickey Blue Eyes', 'About a Boy', 'Premonition']]
Predicted Ans:    Crash
Predicted Path:   Two Weeks Notice --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash
Path (Raw):       Two Weeks Notice --[No Operation]--> Two Weeks Notice --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash
Neg LogProb(↓):   0.635778
Path Entropy(↓):  1.404761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the daisy kenyon director
Start Entity:     Daisy Kenyon
Gold Answer:      [['Andrew Solt', 'George Bernard Shaw', 'Guy Endore', 'Elaine May', 'N. Richard Nash', 'Lois Gould', 'Philip Dunne', 'Robert Dozier', 'Henry Morton Robinson', 'Tom Stoppard', 'Samuel Hoffenstein', 'Leon Uris', 'Françoise Sagan', 'Frank Fenton', 'F. Hugh Herbert', 'John D. Voelker', 'Kathleen Winsor', 'Jerome Cady', 'Harry Kleiner', 'DuBose Heyward', 'Thomas C. Ryan', 'Dorothy Heyward', 'Bert Gilden', 'Robert E. Kent', 'Victor Trivas', 'Samson Raphaelson', 'Wendell Mayes', 'Dalton Trumbo', 'James Bassett', 'Doran William Cannon', 'Oscar Hammerstein II', 'Jay Dratler', 'Graham Greene', 'Walter Newman', 'Lewis Meltzer', 'Frank P. Rosenberg', 'Ben Hecht', 'Nelson Algren', 'William L. Stuart', 'Vera Caspary', 'Horton Foote', 'Arthur Laurents', 'Louis Lantz']]
Predicted Ans:    Ben Hecht
Predicted Path:   Daisy Kenyon --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[written_by]--> Ben Hecht
Path (Raw):       Daisy Kenyon --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.707901
Path Entropy(↓):  2.010875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by walter steiner
Start Entity:     Walter Steiner
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Walter Steiner --[(INV) starred_actors]--> The Great Ecstasy of Woodcarver Steiner --[has_genre]--> Documentary
Path (Raw):       Walter Steiner --[No Operation]--> Walter Steiner --[(INV) starred_actors]--> The Great Ecstasy of Woodcarver Steiner --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by hilary henkin release
Start Entity:     Hilary Henkin
Gold Answer:      [['1997', '1987']]
Predicted Ans:    1997
Predicted Path:   Hilary Henkin --[(INV) written_by]--> Wag the Dog --[release_year]--> 1997
Path (Raw):       Hilary Henkin --[No Operation]--> Hilary Henkin --[(INV) written_by]--> Wag the Dog --[release_year]--> 1997
Neg LogProb(↓):   0.002739
Path Entropy(↓):  0.018874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by maria belon were released in which years
Start Entity:     María Belón
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   María Belón --[(INV) written_by]--> The Impossible --[release_year]--> 2012
Path (Raw):       María Belón --[No Operation]--> María Belón --[(INV) written_by]--> The Impossible --[release_year]--> 2012
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does stanley baker act in
Start Entity:     Stanley Baker
Gold Answer:      [['Eva', 'Helen of Troy', "Yesterday's Enemy", 'Hell Drivers', 'Zulu', 'The Guns of Navarone']]
Predicted Ans:    Yesterday's Enemy
Predicted Path:   Stanley Baker --[(INV) starred_actors]--> Yesterday's Enemy --[starred_actors]--> Stanley Baker --[(INV) starred_actors]--> Yesterday's Enemy
Path (Raw):       Stanley Baker --[(INV) starred_actors]--> Yesterday's Enemy --[starred_actors]--> Stanley Baker --[(INV) starred_actors]--> Yesterday's Enemy
Neg LogProb(↓):   0.189378
Path Entropy(↓):  0.576799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of class also starred in which films
Start Entity:     Class
Gold Answer:      [['Heaven Help Us', 'Fresh Horses', 'Kansas', 'A Storm in Summer', 'Year of the Gun', "Weekend at Bernie's II", "St. Elmo's Fire", 'Less Than Zero', 'Mannequin', "Weekend at Bernie's", 'Night of the Running Man']]
Predicted Ans:    St. Elmo's Fire
Predicted Path:   Class --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> St. Elmo's Fire
Path (Raw):       Class --[No Operation]--> Class --[starred_actors]--> Andrew McCarthy --[(INV) starred_actors]--> St. Elmo's Fire
Neg LogProb(↓):   0.320772
Path Entropy(↓):  0.734953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by tracy griffith
Start Entity:     Tracy Griffith
Gold Answer:      [['Clark Brandon', 'Robert Resnikoff']]
Predicted Ans:    Robert Resnikoff
Predicted Path:   Tracy Griffith --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Path (Raw):       Tracy Griffith --[No Operation]--> Tracy Griffith --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the man from earth released
Start Entity:     The Man from Earth
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The Man from Earth --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       The Man from Earth --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.746063
Path Entropy(↓):  4.443259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by junebug actors
Start Entity:     Junebug
Gold Answer:      [['Music', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Junebug --[starred_actors]--> Embeth Davidtz --[(INV) starred_actors]--> Army of Darkness --[has_genre]--> Comedy
Path (Raw):       Junebug --[starred_actors]--> Embeth Davidtz --[(INV) starred_actors]--> Army of Darkness --[has_genre]--> Comedy
Neg LogProb(↓):   0.707477
Path Entropy(↓):  0.786211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does adrian lester act in
Start Entity:     Adrian Lester
Gold Answer:      [['Dust']]
Predicted Ans:    Dust
Predicted Path:   Adrian Lester --[(INV) starred_actors]--> Dust --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust
Path (Raw):       Adrian Lester --[(INV) starred_actors]--> Dust --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust
Neg LogProb(↓):   0.391286
Path Entropy(↓):  0.673167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the lord of the rings
Start Entity:     The Lord of the Rings
Gold Answer:      [['Ralph Bakshi', 'Gerry Conway', 'Robert Crumb', 'Roy Thomas', 'Frank Frazetta', 'Michael Grais', 'Mark Victor']]
Predicted Ans:    Peter S. Beagle
Predicted Path:   The Lord of the Rings --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[written_by]--> Peter S. Beagle
Path (Raw):       The Lord of the Rings --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> The Lord of the Rings --[written_by]--> Peter S. Beagle
Neg LogProb(↓):   0.513048
Path Entropy(↓):  1.399019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in the buccaneer
Start Entity:     The Buccaneer
Gold Answer:      [['1946', '1954', '1944', '1923', '1959', '1936', '1920', '1985', '1967', '1935', '1941', '1968', '1963', '1998', '1939', '1933', '1973', '1953', '1994', '1932', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1971', '1942', '1938', '1940', '1961', '2012', '1955', '1962', '1934', '1964', '1997', '1966', '1960', '1965', '1999', '1945', '1937', '1969', '1952', '1958']]
Predicted Ans:    1973
Predicted Path:   The Buccaneer --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[release_year]--> 1973
Path (Raw):       The Buccaneer --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[release_year]--> 1973
Neg LogProb(↓):   1.627174
Path Entropy(↓):  2.353683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was dave gibbs a writer on
Start Entity:     Dave Gibbs
Gold Answer:      [['Freeloaders']]
Predicted Ans:    Freeloaders
Predicted Path:   Dave Gibbs --[(INV) written_by]--> Freeloaders --[written_by]--> Dan Rosen --[(INV) written_by]--> Freeloaders
Path (Raw):       Dave Gibbs --[(INV) written_by]--> Freeloaders --[written_by]--> Dan Rosen --[(INV) written_by]--> Freeloaders
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films downtown are written by who
Start Entity:     Downtown
Gold Answer:      [['Norman Steinberg', 'Patty Dann', 'John Mattson', 'Paul Rudnick', 'Dennis Palumbo']]
Predicted Ans:    Patty Dann
Predicted Path:   Downtown --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids --[written_by]--> Patty Dann
Path (Raw):       Downtown --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids --[written_by]--> Patty Dann
Neg LogProb(↓):   0.011435
Path Entropy(↓):  0.070203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by barry unsworth
Start Entity:     Barry Unsworth
Gold Answer:      [['John V. Soto', 'Jack Gold', 'James Dearden', 'Paul McGuigan']]
Predicted Ans:    Jack Gold
Predicted Path:   Barry Unsworth --[(INV) written_by]--> The Reckoning --[directed_by]--> Jack Gold
Path (Raw):       Barry Unsworth --[No Operation]--> Barry Unsworth --[(INV) written_by]--> The Reckoning --[directed_by]--> Jack Gold
Neg LogProb(↓):   0.341771
Path Entropy(↓):  0.748913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does kimberly elise appear in
Start Entity:     Kimberly Elise
Gold Answer:      [['For Colored Girls', 'Set It Off', 'Pride']]
Predicted Ans:    The Original Kings of Comedy
Predicted Path:   Kimberly Elise --[(INV) starred_actors]--> Pride --[starred_actors]--> Bernie Mac --[(INV) starred_actors]--> The Original Kings of Comedy
Path (Raw):       Kimberly Elise --[(INV) starred_actors]--> Pride --[starred_actors]--> Bernie Mac --[(INV) starred_actors]--> The Original Kings of Comedy
Neg LogProb(↓):   0.100044
Path Entropy(↓):  0.438652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie hombre
Start Entity:     Hombre
Gold Answer:      [['1983', '1968', '1976', '1970', '1963', '1972', '1957', '1959', '1985', '1965', '1979', '1987', '1961', '1974', '1958']]
Predicted Ans:    1970
Predicted Path:   Hombre --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Molly Maguires --[release_year]--> 1970
Path (Raw):       Hombre --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Molly Maguires --[release_year]--> 1970
Neg LogProb(↓):   1.048185
Path Entropy(↓):  1.828589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The third wave, when was it released
Start Entity:     The Third Wave
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   The Third Wave --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       The Third Wave --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.406474
Path Entropy(↓):  4.625840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film chocolat
Start Entity:     Chocolat
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Chocolat --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Chocolat --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.481828
Path Entropy(↓):  5.301727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the white diamond
Start Entity:     The White Diamond
Gold Answer:      [['Eva Mattes', 'Roland Topor', 'Walter Steiner', 'Bruno S.', 'Juliane Koepcke', 'Klaus Kinski', 'Denis Reichle', 'Greg Kinnear', 'Toby Huss', 'Lotte Eisner', 'Reinhold Messner', 'Christian Bale', 'The Dalai Lama', 'Walter Ladengast', 'Isabelle Adjani', 'Alice Waters', 'Brad Dourif', 'Mark Wahlberg', 'Werner Herzog', 'Jouko Ahola', 'Max Raabe', 'Tim Roth', 'Anna Gourari', 'Bruno Ganz']]
Predicted Ans:    Klaus Kinski
Predicted Path:   The White Diamond --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Path (Raw):       The White Diamond --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Neg LogProb(↓):   0.710232
Path Entropy(↓):  1.756544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of francis ng
Start Entity:     Francis Ng
Gold Answer:      [['Aidan Quinn', 'Simon Yam', 'Ray McAnally', 'Nick Cheung', 'Robert De Niro', 'Jeremy Irons']]
Predicted Ans:    Jeremy Irons
Predicted Path:   Francis Ng --[(INV) starred_actors]--> The Mission --[starred_actors]--> Jeremy Irons
Path (Raw):       Francis Ng --[No Operation]--> Francis Ng --[(INV) starred_actors]--> The Mission --[starred_actors]--> Jeremy Irons
Neg LogProb(↓):   0.555714
Path Entropy(↓):  0.735228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the myth also appears in which movies
Start Entity:     The Myth
Gold Answer:      [['The Tuxedo', 'The Young Master', 'New Police Story', 'Shanghai Noon', 'Little Big Soldier', 'Rush Hour 3', 'Twin Dragons', 'Police Story', 'Rush Hour', 'The Karate Kid', 'Police Story 2', 'Dragons Forever', 'Thunderbolt', 'Rush Hour 2', 'The Accidental Spy', 'Island of Fire', 'Spiritual Kung Fu', 'Mr. Nice Guy', "Snake in the Eagle's Shadow", 'Gorgeous', 'Crime Story', 'Double Dhamaal', 'The Medallion', 'Drunken Master', 'Armour of God', 'The Spy Next Door', 'Around the World in 80 Days', 'Shinjuku Incident', 'The Protector', 'City Hunter', 'Project A', 'The Forbidden Kingdom', 'The Fearless Hyena', 'Wheels on Meals', 'Rumble in the Bronx', 'Who Am I?', '1911']]
Predicted Ans:    Thunderbolt
Predicted Path:   The Myth --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Path (Raw):       The Myth --[starred_actors]--> Jackie Chan --[No Operation]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt
Neg LogProb(↓):   0.718939
Path Entropy(↓):  1.638511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by benjamin heisenberg
Start Entity:     Benjamin Heisenberg
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Benjamin Heisenberg --[(INV) written_by]--> The Robber --[has_genre]--> Drama
Path (Raw):       Benjamin Heisenberg --[No Operation]--> Benjamin Heisenberg --[(INV) written_by]--> The Robber --[has_genre]--> Drama
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by christopher munch were released in which years
Start Entity:     Christopher Munch
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Christopher Munch --[(INV) written_by]--> The Sleepy Time Gal --[release_year]--> 2001
Path (Raw):       Christopher Munch --[No Operation]--> Christopher Munch --[(INV) written_by]--> The Sleepy Time Gal --[release_year]--> 2001
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of joe grant
Start Entity:     Joe Grant
Gold Answer:      [['Dick Huemer']]
Predicted Ans:    Joe Grant
Predicted Path:   Joe Grant --[(INV) written_by]--> Fantasia --[written_by]--> Joe Grant
Path (Raw):       Joe Grant --[No Operation]--> Joe Grant --[(INV) written_by]--> Fantasia --[written_by]--> Joe Grant
Neg LogProb(↓):   0.000840
Path Entropy(↓):  0.007061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film amateur
Start Entity:     Amateur
Gold Answer:      [['Michael Almereyda', 'Maurice Pialat', 'Jamie Babbit', 'David O. Russell', 'Michael Haneke', 'Don Roos', 'Benoît Jacquot', 'Richard LaGravenese', 'Claude Goretta', 'David Schwimmer', 'Tim Johnson', 'Claire Denis', 'Philippe Grandrieux', 'Curtis Hanson', 'Vincente Minnelli', 'Hal Hartley', 'Ursula Meier', 'François Ozon', 'Claude Chabrol', 'Diane Kurys']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Amateur --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Path (Raw):       Amateur --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.118422
Path Entropy(↓):  2.090510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of howards end
Start Entity:     Howards End
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Howards End --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Howards End --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.931455
Path Entropy(↓):  4.494385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie invaders from mars
Start Entity:     Invaders from Mars
Gold Answer:      [['1959', '1952', '2009', '1956']]
Predicted Ans:    2009
Predicted Path:   Invaders from Mars --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Path (Raw):       Invaders from Mars --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Neg LogProb(↓):   0.736411
Path Entropy(↓):  1.529988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie jindabyne, when was it released
Start Entity:     Jindabyne
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Jindabyne --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Jindabyne --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   3.038389
Path Entropy(↓):  4.625105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of monster also starred in which films
Start Entity:     Monster
Gold Answer:      [['Bel Ami', 'Now and Then', "All's Faire in Love", 'The Italian Job', 'Mighty Joe Young', 'In the Valley of Elah', 'Prometheus', 'The Yards', 'Sleepwalking', 'Prozac Nation', 'The Man Who Cried', 'The Last of the High Kings', 'The Opposite of Sex', 'After.Life', 'Young Adult', 'Around the Block', "The Astronaut's Wife", 'Miranda', 'The Legend of Bagger Vance', 'A Million Ways to Die in the West', 'Sweet November', 'Astro Boy', 'The Gathering', 'Sleepy Hollow', "Buffalo '66", 'Snow White and the Huntsman', 'The Life and Death of Peter Sellers', 'Black Snake Moan', 'Desert Blue', 'Trapped', 'That Darn Cat', 'Trial and Error', 'Pumpkin', 'Hancock', 'Pecker', 'Æon Flux', 'The Burning Plain']]
Predicted Ans:    The Italian Job
Predicted Path:   Monster --[starred_actors]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job
Path (Raw):       Monster --[starred_actors]--> Charlize Theron --[No Operation]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job
Neg LogProb(↓):   1.211715
Path Entropy(↓):  1.676528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie one fine day were released in which years
Start Entity:     One Fine Day
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '2007', '1968', '1998', '2009', '2010', '2004', '1982', '2014', '1932', '1994', '1983', '1995', '1972', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1934', '2000', '1997', '1966', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1968
Predicted Path:   One Fine Day --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       One Fine Day --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   1.673143
Path Entropy(↓):  3.085062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jacqueline fernandez starred movies
Start Entity:     Jacqueline Fernandez
Gold Answer:      [['Sajid Khan', 'Sajid', 'Sajid Nadiadwala']]
Predicted Ans:    Sajid Khan
Predicted Path:   Jacqueline Fernandez --[(INV) starred_actors]--> Housefull 2 --[written_by]--> Sajid Khan
Path (Raw):       Jacqueline Fernandez --[No Operation]--> Jacqueline Fernandez --[(INV) starred_actors]--> Housefull 2 --[written_by]--> Sajid Khan
Neg LogProb(↓):   0.021985
Path Entropy(↓):  0.117362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of lights in the dusk
Start Entity:     Lights in the Dusk
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Lights in the Dusk --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       Lights in the Dusk --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.007089
Path Entropy(↓):  0.047751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by phase iv actors
Start Entity:     Phase IV
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Phase IV --[starred_actors]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       Phase IV --[starred_actors]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   0.694310
Path Entropy(↓):  0.702163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film death and the maiden
Start Entity:     Death and the Maiden
Gold Answer:      [['John Briley', 'Linda Woolverton', 'Kevin Wade', "Dan O'Bannon", 'David Howard', 'Barry Unsworth', 'David Auburn', 'Dian Fossey', 'Mark Bomback', 'Clare Peploe', 'Marivaux', 'James Cameron', 'Kari Skogland', 'Jane Hamilton', 'James Toback', 'Dean Jennings', 'Moe Jelline', 'Robert Gordon', 'Louis Sachar', 'Artur London', 'Martin McGartland', 'Krishna Rao', 'Nicholas Meyer', 'Anthony Stacchi', 'George Plimpton', 'Alan Snow', 'Ronald Shusett', 'Vadim Perelman', 'Shawn Lawrence Otto', 'James Dearden', 'Andre Dubus III', 'Steve Tesich', 'Philip Roth', 'Richard Herley', 'Bernardo Bertolucci', 'Bob Swaim', 'Paul Theroux', 'Steven Zaillian', 'Peter Weir', 'Stephen Mazur', 'Jonathan Levine', 'Paul Guay', 'Robert Dunn', 'Rodrigo Cortés', 'Sabi H. Shabtai', 'Jim Simpson', 'Anne Nelson', 'Harold Ramis', 'Dan Aykroyd', 'Georges Simenon', 'Douglas McGrath', 'Rick Moody', 'Dan Gordon', 'Cédric Kahn', 'Brad Anderson', 'John Logan', 'Thomas Keneally', 'Brian Selznick', 'Sol Yurick', 'Russell Hoban', 'Harold Pinter', 'Chandran Rutnam', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Gary Ross']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Death and the Maiden --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[written_by]--> Steven Zaillian
Path (Raw):       Death and the Maiden --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.393556
Path Entropy(↓):  0.999592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the lucky texan
Start Entity:     The Lucky Texan
Gold Answer:      [['Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'William C. McGann', 'Robert Montgomery', 'George Waggner', 'Robert N. Bradbury', 'William A. Wellman', 'Harry L. Fraser', 'Mark Rydell', 'Gordon Douglas', 'Ray Enright', 'Kathryn Bigelow', 'Dick Powell', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'John Ford', 'Nicholas Ray', 'Mack V. Wright', 'Michael Curtiz', 'Jules Dassin', 'George Sherman', 'Stuart Millar', 'Allan Dwan', 'James Edward Grant', 'John Wayne', 'Edward Ludwig', 'Douglas Hickox', 'Arthur Lubin', 'Joseph Kane', 'John Sturges', 'Andrew V. McLaglen', 'Don Siegel', 'John Farrow', 'John Lee Hancock', 'Albert S. Rogell', 'Edwin L. Marin', 'Jules Furthman', 'Josef von Sternberg', 'Lewis Seiler', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Robert N. Bradbury
Predicted Path:   The Lucky Texan --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Lawless Frontier --[directed_by]--> Robert N. Bradbury
Path (Raw):       The Lucky Texan --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Lawless Frontier --[directed_by]--> Robert N. Bradbury
Neg LogProb(↓):   2.052417
Path Entropy(↓):  2.959233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the deceivers
Start Entity:     The Deceivers
Gold Answer:      [['1983', '1985', '1979', '1991']]
Predicted Ans:    1991
Predicted Path:   The Deceivers --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> Company Business --[release_year]--> 1991
Path (Raw):       The Deceivers --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> Company Business --[release_year]--> 1991
Neg LogProb(↓):   0.761938
Path Entropy(↓):  1.219805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by david r. ellis
Start Entity:     David R. Ellis
Gold Answer:      [['Jeffrey Reddick', 'Robert Bloch', 'Patrick Marber', 'Patrick McGrath', 'J. Mackye Gruber', 'Eric Bress', 'Chris Morgan', 'Larry Cohen', 'John Heffernan', 'David Dalessandro', 'Chrysanthy Balis']]
Predicted Ans:    Robert Bloch
Predicted Path:   David R. Ellis --[(INV) directed_by]--> Asylum --[written_by]--> Robert Bloch
Path (Raw):       David R. Ellis --[No Operation]--> David R. Ellis --[(INV) directed_by]--> Asylum --[written_by]--> Robert Bloch
Neg LogProb(↓):   0.018747
Path Entropy(↓):  0.107079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by zero chou starred which actors
Start Entity:     Zero Chou
Gold Answer:      [['Isabella Leong', 'Rainie Yang']]
Predicted Ans:    Rainie Yang
Predicted Path:   Zero Chou --[(INV) directed_by]--> Spider Lilies --[starred_actors]--> Rainie Yang
Path (Raw):       Zero Chou --[No Operation]--> Zero Chou --[(INV) directed_by]--> Spider Lilies --[starred_actors]--> Rainie Yang
Neg LogProb(↓):   0.025897
Path Entropy(↓):  0.118968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the relic also directed which movies
Start Entity:     The Relic
Gold Answer:      [['Stay Tuned', 'The Musketeer', 'The Presidio', 'Beyond a Reasonable Doubt', 'End of Days', 'Outland', 'Narrow Margin', 'Running Scared', 'Timecop', '2010', 'Sudden Death', 'A Sound of Thunder', 'The Star Chamber', 'Capricorn One', 'Enemies Closer', 'Busting']]
Predicted Ans:    Beyond a Reasonable Doubt
Predicted Path:   The Relic --[directed_by]--> Peter Hyams --[(INV) directed_by]--> Beyond a Reasonable Doubt
Path (Raw):       The Relic --[directed_by]--> Peter Hyams --[(INV) directed_by]--> Beyond a Reasonable Doubt --[No Operation]--> Beyond a Reasonable Doubt
Neg LogProb(↓):   1.403286
Path Entropy(↓):  1.937783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie the roaring twenties
Start Entity:     The Roaring Twenties
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   The Roaring Twenties --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       The Roaring Twenties --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   1.200535
Path Entropy(↓):  2.746679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the love guru
Start Entity:     The Love Guru
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Love Guru --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Love Guru --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.097214
Path Entropy(↓):  4.499724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film a second chance were in which languages
Start Entity:     A Second Chance
Gold Answer:      [['Norwegian', 'Danish', 'Russian']]
Predicted Ans:    Danish
Predicted Path:   A Second Chance --[starred_actors]--> Ulrich Thomsen --[(INV) starred_actors]--> Adam's Apples --[in_language]--> Danish
Path (Raw):       A Second Chance --[starred_actors]--> Ulrich Thomsen --[(INV) starred_actors]--> Adam's Apples --[in_language]--> Danish
Neg LogProb(↓):   0.714567
Path Entropy(↓):  1.189312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of lucky lady
Start Entity:     Lucky Lady
Gold Answer:      [['Royal Wedding', "Singin' in the Rain", 'Saturn 3', 'Bedazzled', "It's Always Fair Weather", 'Arabesque', 'Kiss Them for Me', 'On the Town', 'Movie Movie', 'Indiscreet', 'Charade', 'Funny Face', 'Blame It on Rio', 'Two for the Road', 'The Little Prince', 'Seven Brides for Seven Brothers', 'The Grass Is Greener']]
Predicted Ans:    The Grass Is Greener
Predicted Path:   Lucky Lady --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener
Path (Raw):       Lucky Lady --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[No Operation]--> The Grass Is Greener
Neg LogProb(↓):   0.770256
Path Entropy(↓):  1.416802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote i am bruce lee
Start Entity:     I Am Bruce Lee
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2012
Predicted Path:   I Am Bruce Lee --[written_by]--> Pete McCormack --[(INV) written_by]--> I Am Bruce Lee --[release_year]--> 2012
Path (Raw):       I Am Bruce Lee --[written_by]--> Pete McCormack --[(INV) written_by]--> I Am Bruce Lee --[release_year]--> 2012
Neg LogProb(↓):   0.245010
Path Entropy(↓):  0.658502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by tj trinidad released
Start Entity:     TJ Trinidad
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2011
Predicted Path:   TJ Trinidad --[(INV) starred_actors]--> The Road --[release_year]--> 2011
Path (Raw):       TJ Trinidad --[No Operation]--> TJ Trinidad --[(INV) starred_actors]--> The Road --[release_year]--> 2011
Neg LogProb(↓):   0.570481
Path Entropy(↓):  0.684607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film a mulher invisivel
Start Entity:     A Mulher Invisível
Gold Answer:      [['Selton Mello']]
Predicted Ans:    Selton Mello
Predicted Path:   A Mulher Invisível --[starred_actors]--> Selton Mello --[(INV) starred_actors]--> The Clown --[written_by]--> Selton Mello
Path (Raw):       A Mulher Invisível --[starred_actors]--> Selton Mello --[(INV) starred_actors]--> The Clown --[written_by]--> Selton Mello
Neg LogProb(↓):   0.182324
Path Entropy(↓):  0.492835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by tomas alfredson
Start Entity:     Tomas Alfredson
Gold Answer:      [['Swedish', 'Estonian']]
Predicted Ans:    Swedish
Predicted Path:   Tomas Alfredson --[(INV) directed_by]--> Screwed in Tallinn --[in_language]--> Swedish
Path (Raw):       Tomas Alfredson --[No Operation]--> Tomas Alfredson --[(INV) directed_by]--> Screwed in Tallinn --[in_language]--> Swedish
Neg LogProb(↓):   0.167450
Path Entropy(↓):  0.556356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the worthless
Start Entity:     The Worthless
Gold Answer:      [['1995', '1998', '2009', '1991']]
Predicted Ans:    1998
Predicted Path:   The Worthless --[directed_by]--> Mika Kaurismäki --[(INV) directed_by]--> L.A. Without a Map --[release_year]--> 1998
Path (Raw):       The Worthless --[directed_by]--> Mika Kaurismäki --[(INV) directed_by]--> L.A. Without a Map --[release_year]--> 1998
Neg LogProb(↓):   0.466473
Path Entropy(↓):  1.067896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of waterloo bridge
Start Entity:     Waterloo Bridge
Gold Answer:      [['June Allyson', 'Ronald Colman', 'Joan Bennett', 'Katharine Hepburn', 'Andy Griffith', 'Winona Ryder', 'Warren William', 'Gloria Stuart', 'Jeremy Irons', 'Leo Genn', 'Kathryn Grayson', 'James Cagney', 'Edward G. Robinson', 'Rhonda Fleming', "Dan O'Herlihy", 'Nick Adams', 'Myron McCormick', 'Nancy Kelly', 'Henry Fonda', 'Eileen Heckart', 'Walter Pidgeon', 'Greer Garson', 'Claude Rains', 'Felix Bressart', 'William Holden', 'Barbara Stanwyck', 'Virginia Leith', 'Marsha Hunt', 'Eric Linden', 'Marian Marsh', 'Ava Gardner', 'Joseph Schildkraut', 'Aline MacMahon', 'Frank Sinatra', 'Howard Keel', 'Deborah Kerr', 'James Mason', 'Ann Dvorak', 'Van Heflin', 'Lloyd Nolan', 'James Stewart', 'Fredric March', 'Esther Williams', 'Victor Mature', 'Charles Laughton', 'Ruby Keeler', 'Mary Fuller', 'Charles Ogle', 'Augustus Phillips', 'Olivia de Havilland', 'Joe E. Brown', 'Joan Blondell', 'Leonardo DiCaprio', 'Melvyn Douglas', 'Murray Hamilton', 'Paul Muni', 'Van Johnson', 'Lana Turner', 'Jack Lemmon', 'Colin Clive', 'Louis Hayward', 'Peter Ustinov', 'Robert Walker', 'John Malkovich', 'William Powell', 'David Brian', 'Henry Travers', 'Albert Bassermann', 'Robert Taylor', 'Susan Peters', 'John Boles', 'Boris Karloff', 'Mae Clarke', 'Henry Jones', 'Patty McCormack', 'Jean Simmons', 'Spencer Tracy']]
Predicted Ans:    Claude Rains
Predicted Path:   Waterloo Bridge --[directed_by]--> James Whale --[(INV) directed_by]--> The Invisible Man --[starred_actors]--> Claude Rains
Path (Raw):       Waterloo Bridge --[directed_by]--> James Whale --[(INV) directed_by]--> The Invisible Man --[starred_actors]--> Claude Rains
Neg LogProb(↓):   0.841569
Path Entropy(↓):  1.325409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by elizabeth pena
Start Entity:     Elizabeth Peña
Gold Answer:      [['John Sayles', 'Adrian Lyne', 'Luis Valdez']]
Predicted Ans:    John Sayles
Predicted Path:   Elizabeth Peña --[(INV) starred_actors]--> Lone Star --[directed_by]--> John Sayles
Path (Raw):       Elizabeth Peña --[No Operation]--> Elizabeth Peña --[(INV) starred_actors]--> Lone Star --[directed_by]--> John Sayles
Neg LogProb(↓):   0.100386
Path Entropy(↓):  0.375183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of rebecca starred who
Start Entity:     Rebecca
Gold Answer:      [['Gordon Harker', 'Marlene Dietrich', 'Vera Miles', 'Cary Grant', 'Leo G. Carroll', 'Michael Chekhov', 'David Haig', 'Jon Finch', 'Gregory Peck', 'Elliott Gould', 'Ben Barnes', 'Karen Black', 'Herbert Lom', 'John Dall', 'George Sanders', 'Ann Todd', 'Kim Novak', 'Grace Kelly', 'Janet Leigh', 'Colin Firth', 'Ian Hunter', 'Allie MacDonald', 'Joan Fontaine', 'William Devane', 'Kristin Scott Thomas', 'Anne Baxter', 'Billie Whitelaw', 'Henry Fonda', 'Barry Foster', 'Alec McCowen', 'Nigel Bruce', 'Claude Rains', 'William Bendix', 'Mary Anderson', 'Michael Redgrave', 'Joseph Cotten', 'Franklin Dyall', 'Isabel Jeans', 'Joel McCrea', 'Cedric Hardwicke', 'Wendell Corey', 'Robert Cummings', 'Teresa Wright', 'Dame May Whitty', 'Hope Davis', 'Paul Lukas', 'Michael Wilding', 'James Mason', 'Bruce Dern', 'Farley Granger', 'Julie Andrews', 'Alfred Molina', 'Angela Lansbury', 'James Stewart', 'Barbara Harris', 'Margaret Lockwood', 'Anthony Perkins', 'Doris Day', 'Karin Dor', 'Frederick Stafford', 'Dany Robin', 'Patrick Malahide', 'Lydia Leonard', 'Karl Malden', 'Charles Laughton', 'Sean Connery', 'Tippi Hedren', 'John Forsythe', 'Edmund Gwenn', 'Jamal Woolard', 'Edward Chapman', 'Norah Baring', 'Merle Oberon', "Maureen O'Hara", 'Ray Milland', 'John Gielgud', 'Madeleine Carroll', 'Robert Young', 'Arnold Schwarzenegger', 'Walter Slezak', 'Betty Balfour', 'Jean Bradin', 'Tallulah Bankhead', 'John Gavin', 'Anny Ondra', 'Malcolm Keen', 'Carl Brisson', 'Laird Cregar', 'Richard Todd', 'Rod Taylor', 'Jessica Tandy', 'Priscilla Lane', 'Jameson Thomas', 'Montgomery Clift', 'John Vernon', 'Laraine Day', 'Eva Marie Saint', 'Ingrid Bergman', 'Robert Donat', 'Suzanne Pleshette', 'Robert Walker', 'Cybill Shepherd', 'Ruth Roman', 'Kenneth More', 'Taina Elg', 'Thelma Ritter', 'Charles Coburn', 'Paul Newman', 'Jessica Biel', 'John Longden', 'Herbert Marshall', 'Jane Wyman', 'Peter Lorre']]
Predicted Ans:    Herbert Marshall
Predicted Path:   Rebecca --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Path (Raw):       Rebecca --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   1.014176
Path Entropy(↓):  2.296822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of deep blue
Start Entity:     Deep Blue
Gold Answer:      [['Andy Byatt', 'Alastair Fothergill']]
Predicted Ans:    Alastair Fothergill
Predicted Path:   Deep Blue --[directed_by]--> Andy Byatt --[(INV) directed_by]--> Deep Blue --[directed_by]--> Alastair Fothergill
Path (Raw):       Deep Blue --[directed_by]--> Andy Byatt --[(INV) directed_by]--> Deep Blue --[directed_by]--> Alastair Fothergill
Neg LogProb(↓):   0.896167
Path Entropy(↓):  0.892249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of lilies
Start Entity:     Lilies
Gold Answer:      [['Xavier Dolan']]
Predicted Ans:    Xavier Dolan
Predicted Path:   Lilies --[written_by]--> Michel Marc Bouchard --[(INV) written_by]--> Tom at the Farm --[directed_by]--> Xavier Dolan
Path (Raw):       Lilies --[written_by]--> Michel Marc Bouchard --[(INV) written_by]--> Tom at the Farm --[directed_by]--> Xavier Dolan
Neg LogProb(↓):   0.000292
Path Entropy(↓):  0.002868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of barry foster acted films
Start Entity:     Barry Foster
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Barry Foster --[(INV) starred_actors]--> Frenzy --[directed_by]--> Alfred Hitchcock
Path (Raw):       Barry Foster --[No Operation]--> Barry Foster --[(INV) starred_actors]--> Frenzy --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of zapped!
Start Entity:     Zapped!
Gold Answer:      [['Bugsy Malone']]
Predicted Ans:    Bugsy Malone
Predicted Path:   Zapped! --[starred_actors]--> Scott Baio --[(INV) starred_actors]--> Bugsy Malone
Path (Raw):       Zapped! --[No Operation]--> Zapped! --[starred_actors]--> Scott Baio --[(INV) starred_actors]--> Bugsy Malone
Neg LogProb(↓):   0.190081
Path Entropy(↓):  0.485169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was tai chi hero released
Start Entity:     Tai Chi Hero
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Tai Chi Hero --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Path (Raw):       Tai Chi Hero --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Neg LogProb(↓):   3.078315
Path Entropy(↓):  4.131860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by sylvie verheyde
Start Entity:     Sylvie Verheyde
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sylvie Verheyde --[(INV) directed_by]--> Stella --[in_language]--> French
Path (Raw):       Sylvie Verheyde --[No Operation]--> Sylvie Verheyde --[(INV) directed_by]--> Stella --[in_language]--> French
Neg LogProb(↓):   0.000701
Path Entropy(↓):  0.005796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by blake nelson were in which genres
Start Entity:     Blake Nelson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Blake Nelson --[(INV) written_by]--> Girl --[has_genre]--> Drama
Path (Raw):       Blake Nelson --[No Operation]--> Blake Nelson --[(INV) written_by]--> Girl --[has_genre]--> Drama
Neg LogProb(↓):   0.025941
Path Entropy(↓):  0.119128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did pascale ferran write
Start Entity:     Pascale Ferran
Gold Answer:      [['Bird People', 'Lady Chatterley']]
Predicted Ans:    Bird People
Predicted Path:   Pascale Ferran --[(INV) written_by]--> Bird People --[written_by]--> Pascale Ferran --[(INV) written_by]--> Bird People
Path (Raw):       Pascale Ferran --[(INV) written_by]--> Bird People --[written_by]--> Pascale Ferran --[(INV) written_by]--> Bird People
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by kevin heffernan release
Start Entity:     Kevin Heffernan
Gold Answer:      [['2001', '2009']]
Predicted Ans:    2001
Predicted Path:   Kevin Heffernan --[(INV) written_by]--> Super Troopers --[release_year]--> 2001
Path (Raw):       Kevin Heffernan --[No Operation]--> Kevin Heffernan --[(INV) written_by]--> Super Troopers --[release_year]--> 2001
Neg LogProb(↓):   0.000448
Path Entropy(↓):  0.003904
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rachel specter appeared in the same movie with who
Start Entity:     Rachel Specter
Gold Answer:      [['Rick Yune', 'Lance Henriksen']]
Predicted Ans:    Lance Henriksen
Predicted Path:   Rachel Specter --[(INV) starred_actors]--> Alone in the Dark II --[starred_actors]--> Lance Henriksen
Path (Raw):       Rachel Specter --[No Operation]--> Rachel Specter --[(INV) starred_actors]--> Alone in the Dark II --[starred_actors]--> Lance Henriksen
Neg LogProb(↓):   0.060359
Path Entropy(↓):  0.239333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of ¡ three amigos!
Start Entity:     ¡Three Amigos!
Gold Answer:      [['Guy Pearce', 'Steve Martin', 'Jean Reno', 'Gabriel Byrne', 'Robert Wagner', 'Alan Ladd', 'Jason Schwartzman', 'Eddie Murphy', 'David Niven', 'Daryl Hannah', 'Don Cheadle', 'Capucine', 'Kathleen Turner', 'Claire Danes', 'Laura Linney', 'Kevin Kline', 'Carl Reiner', 'Bernadette Peters', 'Emily Mortimer', 'Rachel Ward', 'Heather Graham', 'Peter Sellers']]
Predicted Ans:    David Niven
Predicted Path:   ¡Three Amigos! --[written_by]--> Steve Martin --[(INV) written_by]--> The Pink Panther --[starred_actors]--> David Niven
Path (Raw):       ¡Three Amigos! --[written_by]--> Steve Martin --[(INV) written_by]--> The Pink Panther --[starred_actors]--> David Niven
Neg LogProb(↓):   1.524738
Path Entropy(↓):  2.670855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film lady chatterley
Start Entity:     Lady Chatterley
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Lady Chatterley --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Lady Chatterley --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   3.157051
Path Entropy(↓):  4.701447
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for kin - dza - dza!
Start Entity:     Kin-dza-dza!
Gold Answer:      [['Revaz Gabriadze', 'Georgiy Daneliya']]
Predicted Ans:    Revaz Gabriadze
Predicted Path:   Kin-dza-dza! --[written_by]--> Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza! --[written_by]--> Revaz Gabriadze
Path (Raw):       Kin-dza-dza! --[written_by]--> Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza! --[written_by]--> Revaz Gabriadze
Neg LogProb(↓):   0.021782
Path Entropy(↓):  0.119440
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the sea wolf
Start Entity:     The Sea Wolf
Gold Answer:      [['Seton I. Miller', 'Jeanie Macpherson', 'Delmer Daves', 'Albert Maltz', 'Dudley Nichols', 'Lamar Trotti', 'Cornell Woolrich', 'David Mamet', 'Robert N. Lee', 'Arnold Schulman', 'Willard Robertson', 'Nunnally Johnson', 'James M. Cain', 'Margaret Kennedy', 'Leonard Kantor', 'Richard Connell', 'Earl Baldwin', 'Collier Young', 'W.R. Burnett', 'Ida Lupino', 'Julius J. Epstein', 'Albert Camus', 'Jonathan Latimer', 'Lou Schor', 'Robert Lord', 'Roger Butterfield', 'John Steinbeck', 'Clifford Odets', 'Byron Morgan', 'Louis Weitzenkorn', 'Gerald Butler', 'Billy Wilder', 'Sydney Boehm', 'Steve Fisher', 'Abraham Polonsky', 'Alexander Knox', 'Max Catto', 'Dorothy B. Hughes', 'Richard Brooks', 'Ira Wolfert', 'Sister Kenny', 'Zachary Gold', 'Donald Hamilton', 'Ernest Hemingway', 'Martha Ostenso', 'Howard Lindsay', 'Edward Percy', 'Reginald Denham', 'Jo Swerling', 'William Bowers', 'Irving Wallace', 'Maxwell Anderson', 'Damon Runyon', 'Lucien Hubbard', 'Joseph Jackson', 'Victor Trivas', 'Lenore J. Coffee', 'Luchino Visconti', 'Heinz Herald', 'Norman Burnstine', 'Robert Riskin', 'Fannie Hurst', 'Raymond Chandler', 'Maritta M. Wolff', 'Leon G. Turrou', "John O'Hara", 'John Huston', 'John Wexley', 'Barré Lyndon', 'Georges de La Fouchardière', 'Ernest Lehman', 'Irwin Shaw', 'Barry Storm', 'Jerome Weidman', 'Nicholas Ray', 'Roberto Rossellini', 'John Godey', 'AJ Carothers', 'Lewis E. Lawes', 'David Belasco', 'Achmed Abdullah', 'Dalton Trumbo', 'Hugo Butler', 'Francis Edward Faragoh', 'Norman Krasna', 'James Poe', 'Mary McCarthy']]
Predicted Ans:    Delmer Daves
Predicted Path:   The Sea Wolf --[starred_actors]--> John Garfield --[(INV) starred_actors]--> Destination Tokyo --[written_by]--> Delmer Daves
Path (Raw):       The Sea Wolf --[starred_actors]--> John Garfield --[(INV) starred_actors]--> Destination Tokyo --[written_by]--> Delmer Daves
Neg LogProb(↓):   1.566918
Path Entropy(↓):  2.008420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the master starred who
Start Entity:     The Master
Gold Answer:      [['Emily Watson', 'Joaquin Phoenix', 'Philip Baker Hall', 'Samuel L. Jackson', 'Gwyneth Paltrow', 'Adam Sandler', 'John C. Reilly', 'Katherine Waterston', 'Joanna Newsom']]
Predicted Ans:    Gwyneth Paltrow
Predicted Path:   The Master --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> Hard Eight --[starred_actors]--> Gwyneth Paltrow
Path (Raw):       The Master --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> Hard Eight --[starred_actors]--> Gwyneth Paltrow
Neg LogProb(↓):   0.899614
Path Entropy(↓):  1.563187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the second best exotic marigold hotel were released in which years
Start Entity:     The Second Best Exotic Marigold Hotel
Gold Answer:      [['1998', '2001', '2008', '2005', '1993', '1991', '2010', '1999', '1994', '2007']]
Predicted Ans:    1993
Predicted Path:   The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> Ethan Frome --[release_year]--> 1993
Path (Raw):       The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> Ethan Frome --[release_year]--> 1993
Neg LogProb(↓):   0.520651
Path Entropy(↓):  0.745386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film close my eyes released
Start Entity:     Close My Eyes
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Close My Eyes --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Close My Eyes --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   2.769034
Path Entropy(↓):  4.259525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did samuel hoffenstein write the story for
Start Entity:     Samuel Hoffenstein
Gold Answer:      [['The Gay Divorcee', 'Dr. Jekyll and Mr. Hyde', 'Conquest', 'Tales of Manhattan', 'Laura', 'Cluny Brown', 'Love Me Tonight', 'Desire']]
Predicted Ans:    Double Wedding
Predicted Path:   Samuel Hoffenstein --[(INV) written_by]--> Tales of Manhattan --[written_by]--> Ferenc Molnár --[(INV) written_by]--> Double Wedding
Path (Raw):       Samuel Hoffenstein --[(INV) written_by]--> Tales of Manhattan --[written_by]--> Ferenc Molnár --[(INV) written_by]--> Double Wedding
Neg LogProb(↓):   1.356566
Path Entropy(↓):  2.692123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is the movie the red balloon in
Start Entity:     The Red Balloon
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Red Balloon --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Red Balloon --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.014772
Path Entropy(↓):  3.183676
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by planet terror actors
Start Entity:     Planet Terror
Gold Answer:      [['Ole Bornedal', 'Jimmy Hayward', 'Spike Lee', 'Ethan Coen', 'George Huang', 'Oliver Stone', 'Henry Hathaway', 'Boaz Yakin', 'Barry Sonnenfeld', 'Victor Salva', 'Jonathan Parker', 'Ridley Scott', 'Gus Van Sant', 'Darren Stein', 'Jason Reitman', 'David Winters', 'Gregg Araki', 'Joe Chappelle', 'Paul Verhoeven', 'Jamie Blanks']]
Predicted Ans:    Ole Bornedal
Predicted Path:   Planet Terror --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Path (Raw):       Planet Terror --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Neg LogProb(↓):   1.163515
Path Entropy(↓):  1.799350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of redd foxx acted films
Start Entity:     Redd Foxx
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Redd Foxx --[(INV) starred_actors]--> Harlem Nights --[release_year]--> 1989
Path (Raw):       Redd Foxx --[No Operation]--> Redd Foxx --[(INV) starred_actors]--> Harlem Nights --[release_year]--> 1989
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of infection
Start Entity:     Infection
Gold Answer:      [['Achita Sikamana', 'Ananda Everingham', 'Natthaweeranuch Thongmee']]
Predicted Ans:    Natthaweeranuch Thongmee
Predicted Path:   Infection --[directed_by]--> Masayuki Ochiai --[(INV) directed_by]--> Shutter --[starred_actors]--> Natthaweeranuch Thongmee
Path (Raw):       Infection --[directed_by]--> Masayuki Ochiai --[(INV) directed_by]--> Shutter --[starred_actors]--> Natthaweeranuch Thongmee
Neg LogProb(↓):   0.356043
Path Entropy(↓):  0.732802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of kanchenjungha
Start Entity:     Kanchenjungha
Gold Answer:      [['The World of Apu', 'Aparajito', 'Charulata', 'Pather Panchali', 'Ashani Sanket']]
Predicted Ans:    Charulata
Predicted Path:   Kanchenjungha --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata
Path (Raw):       Kanchenjungha --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[No Operation]--> Charulata
Neg LogProb(↓):   0.097341
Path Entropy(↓):  0.400400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie osaka elegy in a few words
Start Entity:     Osaka Elegy
Gold Answer:      [['japan', 'kenji mizoguchi']]
Predicted Ans:    kenji mizoguchi
Predicted Path:   Osaka Elegy --[has_tags]--> kenji mizoguchi --[(INV) has_tags]--> Ugetsu --[has_tags]--> kenji mizoguchi
Path (Raw):       Osaka Elegy --[has_tags]--> kenji mizoguchi --[(INV) has_tags]--> Ugetsu --[has_tags]--> kenji mizoguchi
Neg LogProb(↓):   0.219046
Path Entropy(↓):  0.498342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of borgman
Start Entity:     Borgman
Gold Answer:      [['Rudolf Lucieer']]
Predicted Ans:    Rudolf Lucieer
Predicted Path:   Borgman --[written_by]--> Alex van Warmerdam --[(INV) written_by]--> The Northerners --[starred_actors]--> Rudolf Lucieer
Path (Raw):       Borgman --[written_by]--> Alex van Warmerdam --[(INV) written_by]--> The Northerners --[starred_actors]--> Rudolf Lucieer
Neg LogProb(↓):   0.116486
Path Entropy(↓):  0.346426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie my afternoons with margueritte
Start Entity:     My Afternoons with Margueritte
Gold Answer:      [['2008', '2007']]
Predicted Ans:    2008
Predicted Path:   My Afternoons with Margueritte --[written_by]--> Jean Becker --[(INV) written_by]--> Love Me No More --[release_year]--> 2008
Path (Raw):       My Afternoons with Margueritte --[written_by]--> Jean Becker --[(INV) written_by]--> Love Me No More --[release_year]--> 2008
Neg LogProb(↓):   0.496762
Path Entropy(↓):  0.855151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in once is not enough
Start Entity:     Once Is Not Enough
Gold Answer:      [['Edmund Goulding', 'Felix E. Feist', 'Brian De Palma', 'Joseph Strick', 'Richard Fleischer', 'Phil Karlson', 'Richard Quine', 'Jeff Kanew', 'Lewis Milestone', 'Gottfried Reinhardt', 'Dick Powell', 'Stanley Kubrick', 'Raoul Walsh', 'Otto Preminger', 'Robert Aldrich', 'Billy Wilder', 'John Frankenheimer', 'Nicolas Gessner', 'Mark Robson', 'Melville Shavelson', 'Mario Camerini', 'Vincent Sherman', 'Michael Curtiz', 'Martin Ritt', 'Jonathan Lynn', 'Mario Van Peebles', 'Jacques Tourneur', 'David Miller', 'Will Vinton', 'John Barry', 'Tony Maylam', 'John Wayne', 'Curtis Bernhardt', 'Don Taylor', 'Stanley Donen', 'Vincente Minnelli', 'John Sturges', 'Stuart Paton', 'Kirk Douglas', 'Peter Godfrey', 'Hal Needham', 'Fred Schepisi', 'Daniel Petrie', 'Robert Florey', 'William Wyler', 'Irving Rapper', 'David Butler', 'Charles Martin', 'Joseph L. Mankiewicz', 'Elia Kazan', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Daniel Petrie
Predicted Path:   Once Is Not Enough --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Moon of the Wolf --[directed_by]--> Daniel Petrie
Path (Raw):       Once Is Not Enough --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Moon of the Wolf --[directed_by]--> Daniel Petrie
Neg LogProb(↓):   1.373503
Path Entropy(↓):  1.980401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie donnie brasco were released in which years
Start Entity:     Donnie Brasco
Gold Answer:      [['1994']]
Predicted Ans:    1997
Predicted Path:   Donnie Brasco --[written_by]--> Paul Attanasio --[(INV) written_by]--> Donnie Brasco --[release_year]--> 1997
Path (Raw):       Donnie Brasco --[written_by]--> Paul Attanasio --[(INV) written_by]--> Donnie Brasco --[release_year]--> 1997
Neg LogProb(↓):   0.323707
Path Entropy(↓):  0.612384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by the director of kings of the sun
Start Entity:     Kings of the Sun
Gold Answer:      [['Telly Savalas', 'Cornelia Sharpe', 'James Robertson Justice', 'Yul Brynner', 'Juliette Lewis', 'Diana Dors', 'Jessica Lange', 'Paul Robeson', 'Anna Lee', 'Robert De Niro', 'Gregory Peck', 'Jeannie Carson', 'Andrew Stevens', 'Melody Anderson', 'Will Sampson', 'Carrie Snodgress', 'Alison Doody', 'Gene Davis', 'Anthony Quinn', 'Robert F. Lyons', 'Camilla Sparv', 'David Niven', 'Robert Mitchum', 'Herbert Lom', 'Kathleen Wilhoite', 'Dean Martin', 'Nick Nolte', 'Roland Young', 'Roddy McDowall', 'Natalie Trundy', 'Claude Akins', 'Stewart Granger', 'Severn Darden', 'Stanley Baker', 'Paul Winfield', 'Cedric Hardwicke', 'Richard Carlson', 'Lauren Bacall', 'Margot Kidder', 'Jeff East', 'Kenneth More', 'Chuck Norris', 'Polly Bergen', 'Shirley MacLaine', 'Glenn Ford', 'Paul Newman', 'John Mills', 'Tony Curtis', 'Michael Sarrazin', 'Sharon Stone', "Jennifer O'Neill", 'Charles Bronson', 'Melissa Sue Anderson', 'Lisa Eilbacher', 'Richard Chamberlain', 'Donald Sinden', 'Omar Sharif', 'Deborah Kerr', 'Patrick Swayze']]
Predicted Ans:    David Niven
Predicted Path:   Kings of the Sun --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[starred_actors]--> David Niven
Path (Raw):       Kings of the Sun --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[starred_actors]--> David Niven
Neg LogProb(↓):   0.372099
Path Entropy(↓):  0.910337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is 3000 miles to graceland
Start Entity:     3000 Miles to Graceland
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   3000 Miles to Graceland --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       3000 Miles to Graceland --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   0.810629
Path Entropy(↓):  1.962236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by saul metzstein
Start Entity:     Saul Metzstein
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Saul Metzstein --[(INV) directed_by]--> Guy X --[has_genre]--> Comedy
Path (Raw):       Saul Metzstein --[No Operation]--> Saul Metzstein --[(INV) directed_by]--> Guy X --[has_genre]--> Comedy
Neg LogProb(↓):   0.002714
Path Entropy(↓):  0.018724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of ward greene written films
Start Entity:     Ward Greene
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Ward Greene --[(INV) written_by]--> They Won't Forget --[release_year]--> 1937
Path (Raw):       Ward Greene --[No Operation]--> Ward Greene --[(INV) written_by]--> They Won't Forget --[release_year]--> 1937
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of easier with practice
Start Entity:     Easier with Practice
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Easier with Practice --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[has_genre]--> Drama
Path (Raw):       Easier with Practice --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[has_genre]--> Drama
Neg LogProb(↓):   0.013662
Path Entropy(↓):  0.073357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed retroactive
Start Entity:     Retroactive
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Retroactive --[directed_by]--> Louis Morneau --[(INV) directed_by]--> Bats --[has_genre]--> Thriller
Path (Raw):       Retroactive --[directed_by]--> Louis Morneau --[(INV) directed_by]--> Bats --[has_genre]--> Thriller
Neg LogProb(↓):   0.486288
Path Entropy(↓):  0.669279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the fifth estate in
Start Entity:     The Fifth Estate
Gold Answer:      [['English', 'Tibetan', 'Italian', 'German', 'Spanish']]
Predicted Ans:    English
Predicted Path:   The Fifth Estate --[starred_actors]--> David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       The Fifth Estate --[starred_actors]--> David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   0.785886
Path Entropy(↓):  1.065066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the crew also appears in which movies
Start Entity:     The Crew
Gold Answer:      [['Always', 'The Apprenticeship of Duddy Kravitz', 'The End', 'Minnie and Moskowitz', 'Silver City', 'Dick', 'Navajo Joe', 'White Fang', 'W.W. and the Dixie Dancekings', 'Close Encounters of the Third Kind', 'Deliverance', 'A Bunch of Amateurs', 'All Dogs Go to Heaven', 'Stakeout', 'Hooper', 'Nickelodeon', 'Stick', 'Rent-a-Cop', 'Best Friends', 'Breaking In', 'Another Stakeout', "Krippendorf's Tribe", 'Hustle', 'Let It Ride', 'Who Is Cletis Tout?', 'Tin Men', 'Striptease', '100 Rifles', 'Shamus', 'My Life in Ruins', 'Poseidon', 'Fail Safe', 'Piranha 3D', 'Nuts', 'Lost in Yonkers', 'Inserts', 'Malone', 'The Big Fix', 'Gator', 'The Goodbye Girl', 'Stroker Ace', 'American Graffiti', 'Semi-Tough', 'White Lightning', 'The Competition', 'The Cannonball Run', 'The Longest Yard', 'Starting Over', 'Cannonball Run II', 'Once Around', 'The Man Who Loved Women', 'Down and Out in Beverly Hills', 'Lucky Lady', "Mr. Holland's Opus", 'Smokey and the Bandit', 'Pups', 'Smokey and the Bandit II', 'Physical Evidence', 'In the Soup', 'What About Bob?', 'Whose Life Is It Anyway?', 'The Best Little Whorehouse in Texas', 'Paternity', 'Eye of the Tiger', 'Silent Fall', "Sharky's Machine", 'City Heat', 'Fuzz', 'At Long Last Love', 'Switching Channels', 'Jaws', 'Daylight']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   The Crew --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       The Crew --[starred_actors]--> Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   0.774761
Path Entropy(↓):  1.740386
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The goonies, when was it released
Start Entity:     The Goonies
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   The Goonies --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Path (Raw):       The Goonies --[release_year]--> 1985 --[(INV) release_year]--> One Magic Christmas --[release_year]--> 1985
Neg LogProb(↓):   3.204772
Path Entropy(↓):  4.466339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by theodore thomas
Start Entity:     Theodore Thomas
Gold Answer:      [['Frank and Ollie']]
Predicted Ans:    Frank and Ollie
Predicted Path:   Theodore Thomas --[(INV) written_by]--> Frank and Ollie --[written_by]--> Theodore Thomas --[(INV) written_by]--> Frank and Ollie
Path (Raw):       Theodore Thomas --[(INV) written_by]--> Frank and Ollie --[written_by]--> Theodore Thomas --[(INV) written_by]--> Frank and Ollie
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie dodes'ka - den
Start Entity:     Dodes'ka-den
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Dodes'ka-den --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Path (Raw):       Dodes'ka-den --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Neg LogProb(↓):   2.627358
Path Entropy(↓):  3.833681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of almost an angel also wrote which movies
Start Entity:     Almost an Angel
Gold Answer:      [['Lightning Jack', 'Crocodile Dundee in Los Angeles']]
Predicted Ans:    Crocodile Dundee in Los Angeles
Predicted Path:   Almost an Angel --[written_by]--> Paul Hogan --[(INV) written_by]--> Crocodile Dundee in Los Angeles
Path (Raw):       Almost an Angel --[written_by]--> Paul Hogan --[(INV) written_by]--> Crocodile Dundee in Los Angeles --[No Operation]--> Crocodile Dundee in Los Angeles
Neg LogProb(↓):   0.121551
Path Entropy(↓):  0.441946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in household saints
Start Entity:     Household Saints
Gold Answer:      [['James Wan', 'Susan Seidelman', 'Robert Wise', 'Jan de Bont', 'Steven Baigelman', 'Dan Ireland', 'Peter Care', 'Josef Rusnak', 'Nancy Savoca', 'Woody Allen', 'Donald Petrie', 'Alex Cox', 'Stanley Kubrick', 'Mary Harron', 'Abel Ferrara', 'John Waters', 'Bob Gosse', 'Joel Schumacher', 'Jonathan Hensleigh', 'Toni Kalem', 'Harold Ramis', 'Mike Mills']]
Predicted Ans:    Steven Baigelman
Predicted Path:   Household Saints --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[directed_by]--> Steven Baigelman
Path (Raw):       Household Saints --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[directed_by]--> Steven Baigelman
Neg LogProb(↓):   0.806318
Path Entropy(↓):  1.307373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by alexandre de la patelliere
Start Entity:     Alexandre de La Patellière
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alexandre de La Patellière --[(INV) written_by]--> What's in a Name? --[has_genre]--> Comedy
Path (Raw):       Alexandre de La Patellière --[No Operation]--> Alexandre de La Patellière --[(INV) written_by]--> What's in a Name? --[has_genre]--> Comedy
Neg LogProb(↓):   0.000191
Path Entropy(↓):  0.001824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie home alone were in which genres
Start Entity:     Home Alone
Gold Answer:      [['Music', 'Sport', 'Western', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Home Alone --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Easy Money --[has_genre]--> Comedy
Path (Raw):       Home Alone --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Easy Money --[has_genre]--> Comedy
Neg LogProb(↓):   0.761428
Path Entropy(↓):  1.449242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the horrible dr. hichcock in
Start Entity:     The Horrible Dr. Hichcock
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Horrible Dr. Hichcock --[directed_by]--> Riccardo Freda --[(INV) written_by]--> The Ghost --[in_language]--> Italian
Path (Raw):       The Horrible Dr. Hichcock --[directed_by]--> Riccardo Freda --[(INV) written_by]--> The Ghost --[in_language]--> Italian
Neg LogProb(↓):   0.468057
Path Entropy(↓):  0.857069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film where the boys are
Start Entity:     Where the Boys Are
Gold Answer:      [['spring break', 'bd-r']]
Predicted Ans:    james franco
Predicted Path:   Where the Boys Are --[has_tags]--> spring break --[(INV) has_tags]--> Spring Breakers --[has_tags]--> james franco
Path (Raw):       Where the Boys Are --[has_tags]--> spring break --[(INV) has_tags]--> Spring Breakers --[has_tags]--> james franco
Neg LogProb(↓):   0.602699
Path Entropy(↓):  1.227076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of georges berr written films
Start Entity:     Georges Berr
Gold Answer:      [['1937', '1931']]
Predicted Ans:    1931
Predicted Path:   Georges Berr --[(INV) written_by]--> Le Million --[release_year]--> 1931
Path (Raw):       Georges Berr --[No Operation]--> Georges Berr --[(INV) written_by]--> Le Million --[release_year]--> 1931
Neg LogProb(↓):   0.218853
Path Entropy(↓):  0.495620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote private confessions
Start Entity:     Private Confessions
Gold Answer:      [['Kenneth Branagh', 'Alf Sjöberg', 'Jordan Barker', 'Richard Brooks', 'Bille August', 'Steve McQueen', 'Harold Prince', 'Ingmar Bergman', 'Akira Kurosawa', 'Baran bo Odar']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Private Confessions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       Private Confessions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.341011
Path Entropy(↓):  1.091374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by hadas yaron were written by who
Start Entity:     Hadas Yaron
Gold Answer:      [['Rama Burshtein']]
Predicted Ans:    Rama Burshtein
Predicted Path:   Hadas Yaron --[(INV) starred_actors]--> Fill the Void --[written_by]--> Rama Burshtein
Path (Raw):       Hadas Yaron --[No Operation]--> Hadas Yaron --[(INV) starred_actors]--> Fill the Void --[written_by]--> Rama Burshtein
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of hugo butler written movies
Start Entity:     Hugo Butler
Gold Answer:      [['1962', '1951', '1940', '1956', '1943']]
Predicted Ans:    1956
Predicted Path:   Hugo Butler --[(INV) written_by]--> Autumn Leaves --[release_year]--> 1956
Path (Raw):       Hugo Butler --[No Operation]--> Hugo Butler --[(INV) written_by]--> Autumn Leaves --[release_year]--> 1956
Neg LogProb(↓):   0.558584
Path Entropy(↓):  0.765139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film a bright shining lie
Start Entity:     A Bright Shining Lie
Gold Answer:      [['Anita Shreve', 'Todd Komarnicki', 'Michael Crichton', 'Anthony Hopkins', 'Charles Beaumont', 'Al Reinert', 'Jeffrey Kluger', 'Larry McMurtry', 'Merian C. Cooper', 'Jim Lovell', 'Jonathan Mostow', 'Ruth Rose', 'Billy Bob Thornton', 'Stephen Berra', 'Robert Harling', 'Robert Zemeckis', 'Bob Gale', 'Kevin Jarre', 'Dan Gilroy']]
Predicted Ans:    Al Reinert
Predicted Path:   A Bright Shining Lie --[starred_actors]--> Bill Paxton --[(INV) starred_actors]--> Apollo 13 --[written_by]--> Al Reinert
Path (Raw):       A Bright Shining Lie --[starred_actors]--> Bill Paxton --[(INV) starred_actors]--> Apollo 13 --[written_by]--> Al Reinert
Neg LogProb(↓):   0.159949
Path Entropy(↓):  0.639020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film visitor q
Start Entity:     Visitor Q
Gold Answer:      [['Takashi Miike']]
Predicted Ans:    Takashi Miike
Predicted Path:   Visitor Q --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[directed_by]--> Takashi Miike
Path (Raw):       Visitor Q --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[directed_by]--> Takashi Miike
Neg LogProb(↓):   0.700053
Path Entropy(↓):  1.283816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie breakdown were in which languages
Start Entity:     Breakdown
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Breakdown --[written_by]--> Jonathan Mostow --[(INV) written_by]--> U-571 --[in_language]--> German
Path (Raw):       Breakdown --[written_by]--> Jonathan Mostow --[(INV) written_by]--> U-571 --[in_language]--> German
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of little manhattan
Start Entity:     Little Manhattan
Gold Answer:      [['Jennifer Flackett', 'Mark Levin']]
Predicted Ans:    Jennifer Flackett
Predicted Path:   Little Manhattan --[written_by]--> Jennifer Flackett --[(INV) written_by]--> Nim's Island --[directed_by]--> Jennifer Flackett
Path (Raw):       Little Manhattan --[written_by]--> Jennifer Flackett --[(INV) written_by]--> Nim's Island --[directed_by]--> Jennifer Flackett
Neg LogProb(↓):   0.085126
Path Entropy(↓):  0.282695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the man who loved women
Start Entity:     The Man Who Loved Women
Gold Answer:      [['Curse of the Pink Panther', 'The Soft Skin', 'Wild Rovers', 'The 400 Blows', 'Victor Victoria', 'Jules and Jim', 'The Party', 'The Pink Panther', 'A Fine Mess', 'The Wild Child', 'The Woman Next Door', 'Inspector Clouseau', 'The Bride Wore Black', 'S.O.B.', 'Operation Mad Ball', 'Small Change', 'Switch', 'Breathless', 'The Notorious Landlady', 'Darling Lili', 'Confidentially Yours', 'Mississippi Mermaid', 'Soldier in the Rain', 'Fahrenheit 451', 'Love on the Run', 'The Great Race', 'Day for Night', 'The Little Thief', '10', 'Skin Deep', "That's Life!", 'Son of the Pink Panther', 'Stolen Kisses', 'The Last Metro', 'A Shot in the Dark', 'My Sister Eileen', 'The Green Room', 'Sunset']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   The Man Who Loved Women --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women
Path (Raw):       The Man Who Loved Women --[No Operation]--> The Man Who Loved Women --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women
Neg LogProb(↓):   1.102778
Path Entropy(↓):  2.587407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies that share actors with hannah and her sisters in
Start Entity:     Hannah and Her Sisters
Gold Answer:      [['French', 'Portuguese', 'Irish', 'English', 'Greek', 'Czech', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Hannah and Her Sisters --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Path (Raw):       Hannah and Her Sisters --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.203249
Path Entropy(↓):  1.506485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of judy blume written movies
Start Entity:     Judy Blume
Gold Answer:      [['Lawrence Blume']]
Predicted Ans:    Lawrence Blume
Predicted Path:   Judy Blume --[(INV) written_by]--> Tiger Eyes --[directed_by]--> Lawrence Blume
Path (Raw):       Judy Blume --[No Operation]--> Judy Blume --[(INV) written_by]--> Tiger Eyes --[directed_by]--> Lawrence Blume
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film pyrates
Start Entity:     Pyrates
Gold Answer:      [['2003', '1992', '1984', '2007', '1998', '2009', '2010', '2004', '1994', '1995', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1986']]
Predicted Ans:    2013
Predicted Path:   Pyrates --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[release_year]--> 2013
Path (Raw):       Pyrates --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[release_year]--> 2013
Neg LogProb(↓):   1.593879
Path Entropy(↓):  2.119060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of intersection
Start Entity:     Intersection
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[in_language]--> Finnish
Path (Raw):       Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[in_language]--> Finnish
Neg LogProb(↓):   0.000335
Path Entropy(↓):  0.003245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film jubilee
Start Entity:     Jubilee
Gold Answer:      [['1968', '1976', '1988', '1993', '1991', '2010', '1979', '1986']]
Predicted Ans:    2010
Predicted Path:   Jubilee --[directed_by]--> Derek Jarman --[(INV) directed_by]--> The Tempest --[release_year]--> 2010
Path (Raw):       Jubilee --[directed_by]--> Derek Jarman --[(INV) directed_by]--> The Tempest --[release_year]--> 2010
Neg LogProb(↓):   0.522460
Path Entropy(↓):  1.207024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by diary of a madman screenwriters
Start Entity:     Diary of a Madman
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Diary of a Madman --[written_by]--> Guy de Maupassant --[(INV) written_by]--> Le Plaisir --[has_genre]--> Drama
Path (Raw):       Diary of a Madman --[written_by]--> Guy de Maupassant --[(INV) written_by]--> Le Plaisir --[has_genre]--> Drama
Neg LogProb(↓):   0.512959
Path Entropy(↓):  0.698719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with mark herman
Start Entity:     Mark Herman
Gold Answer:      [['Jonathan Tulloch', 'Jim Cartwright']]
Predicted Ans:    Mark Herman
Predicted Path:   Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[written_by]--> Mark Herman
Path (Raw):       Mark Herman --[No Operation]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[written_by]--> Mark Herman
Neg LogProb(↓):   0.139378
Path Entropy(↓):  0.424471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films written by carey wilson
Start Entity:     Carey Wilson
Gold Answer:      [['Walter Huston', 'Karen Morley', 'Franchot Tone']]
Predicted Ans:    Walter Huston
Predicted Path:   Carey Wilson --[(INV) written_by]--> Gabriel Over the White House --[starred_actors]--> Walter Huston
Path (Raw):       Carey Wilson --[No Operation]--> Carey Wilson --[(INV) written_by]--> Gabriel Over the White House --[starred_actors]--> Walter Huston
Neg LogProb(↓):   0.023088
Path Entropy(↓):  0.108835
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the killer elite actors
Start Entity:     The Killer Elite
Gold Answer:      [['Michael Mann', 'David S. Ward', 'Paddy Chayefsky', 'Pat Conroy', 'John Milius', 'John Byrum', 'Robert Kaufman', 'George Gallo', 'Andy Weiss', 'Harry Brown', 'Arnold Schulman', 'Callie Khouri', 'Ebbe Roe Smith', 'Robert Duvall', 'Matt Reeves', 'John Flynn', 'Bernard Malamud', 'Chris Millis', 'Elmore Leonard', 'David Berenbaum', 'Steve Conrad', 'Stephen King', 'Hank Searls', 'Jack Higgins', 'Bruce Joel Rubin', 'Tom Cruise', 'Mario Puzo', 'James Toback', 'George Lucas', 'Luther Davis', 'Calder Willingham', 'Mitch Marcus', 'Craig Fairbrass', 'Andrew Bergman', 'David Dobkin', 'Neal Jimenez', 'William Monahan', 'Joan Didion', 'Howard Hawks', 'John Gregory Dunne', 'Nicholas Proffitt', 'James Gray', 'Frank Hohimer', 'Matt Russell', 'Nicholas Meyer', 'Curtis Harrington', 'Michael Herr', 'Wim Wenders', 'Francis Ford Coppola', 'John Francis Daley', 'Ron Barrett', 'Erica Rivinoja', 'Tom Epperson', 'Walter Murch', 'Jay Presson Allen', 'Judi Barrett', 'Leigh Brackett', 'Lindy Laub', 'Gerald Di Pego', 'Michael Tolkin', 'Tim McCanlies', 'Philip Kaufman', 'William Blinn', 'Gale Sayers', 'Marshall Brickman', 'Billy Bob Thornton', 'Jorge Amado', 'Jonathan Harr', 'Steven Zaillian', 'Christopher Miller', 'Phil Lord', 'C. Gaby Mitchell', 'Chris Provenzano', 'Nathaniel Hawthorne', 'James Gunn', 'Donald E. Westlake', 'Horton Foote', 'Lewis John Carlino']]
Predicted Ans:    Leigh Brackett
Predicted Path:   The Killer Elite --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       The Killer Elite --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   0.623630
Path Entropy(↓):  1.835270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with devil fall under
Start Entity:     Devil
Gold Answer:      [['Drama', 'War', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Devil --[starred_actors]--> Chris Messina --[(INV) starred_actors]--> An Invisible Sign --[has_genre]--> Drama
Path (Raw):       Devil --[starred_actors]--> Chris Messina --[(INV) starred_actors]--> An Invisible Sign --[has_genre]--> Drama
Neg LogProb(↓):   0.320897
Path Entropy(↓):  0.916908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the owl and the pussycat director
Start Entity:     The Owl and the Pussycat
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   The Owl and the Pussycat --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[has_genre]--> Comedy
Path (Raw):       The Owl and the Pussycat --[directed_by]--> Herbert Ross --[(INV) directed_by]--> Undercover Blues --[has_genre]--> Comedy
Neg LogProb(↓):   0.658047
Path Entropy(↓):  1.436180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by peter sattler were in which genres
Start Entity:     Peter Sattler
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Peter Sattler --[(INV) written_by]--> Camp X-Ray --[has_genre]--> Drama
Path (Raw):       Peter Sattler --[No Operation]--> Peter Sattler --[(INV) written_by]--> Camp X-Ray --[has_genre]--> Drama
Neg LogProb(↓):   0.020732
Path Entropy(↓):  0.100058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by pollyanna mcintosh
Start Entity:     Pollyanna McIntosh
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Pollyanna McIntosh --[(INV) starred_actors]--> The Woman --[has_genre]--> Horror
Path (Raw):       Pollyanna McIntosh --[No Operation]--> Pollyanna McIntosh --[(INV) starred_actors]--> The Woman --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was ella raines an actor in
Start Entity:     Ella Raines
Gold Answer:      [['A Dangerous Profession', 'The Suspect', 'Tall in the Saddle', 'Hail the Conquering Hero', 'Impact']]
Predicted Ans:    The Desert Trail
Predicted Path:   Ella Raines --[(INV) starred_actors]--> Tall in the Saddle --[written_by]--> Paul Fix --[(INV) starred_actors]--> The Desert Trail
Path (Raw):       Ella Raines --[(INV) starred_actors]--> Tall in the Saddle --[written_by]--> Paul Fix --[(INV) starred_actors]--> The Desert Trail
Neg LogProb(↓):   0.933888
Path Entropy(↓):  1.609884
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you give a few words describing adventures of don juan
Start Entity:     Adventures of Don Juan
Gold Answer:      [['vincent sherman', 'bd-r']]
Predicted Ans:    vincent sherman
Predicted Path:   Adventures of Don Juan --[has_tags]--> vincent sherman --[(INV) has_tags]--> The Hasty Heart --[has_tags]--> vincent sherman
Path (Raw):       Adventures of Don Juan --[has_tags]--> vincent sherman --[(INV) has_tags]--> The Hasty Heart --[has_tags]--> vincent sherman
Neg LogProb(↓):   0.074683
Path Entropy(↓):  0.302532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what american dreamz is about
Start Entity:     American Dreamz
Gold Answer:      [['comedy', 'paul weitz', 'parody']]
Predicted Ans:    paul weitz
Predicted Path:   American Dreamz --[has_tags]--> paul weitz --[(INV) has_tags]--> Little Fockers --[has_tags]--> paul weitz
Path (Raw):       American Dreamz --[has_tags]--> paul weitz --[(INV) has_tags]--> Little Fockers --[has_tags]--> paul weitz
Neg LogProb(↓):   0.000722
Path Entropy(↓):  0.006357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in 3 idiots
Start Entity:     3 Idiots
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   3 Idiots --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       3 Idiots --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.218879
Path Entropy(↓):  0.797078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by david s. goyer
Start Entity:     David S. Goyer
Gold Answer:      [['William Dieterle', 'Alex Proyas', 'Robert Mandel', 'Stuart Orme', 'Christopher Nolan', 'Ole Bornedal', 'Stephen Norrington', 'Zack Snyder', 'Guillermo del Toro']]
Predicted Ans:    David S. Goyer
Predicted Path:   David S. Goyer --[(INV) directed_by]--> The Unborn --[directed_by]--> David S. Goyer
Path (Raw):       David S. Goyer --[No Operation]--> David S. Goyer --[(INV) directed_by]--> The Unborn --[directed_by]--> David S. Goyer
Neg LogProb(↓):   0.110339
Path Entropy(↓):  0.496070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films directed by the spring breakers director
Start Entity:     Spring Breakers
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Spring Breakers --[directed_by]--> Harmony Korine --[(INV) directed_by]--> Spring Breakers --[has_genre]--> Drama
Path (Raw):       Spring Breakers --[directed_by]--> Harmony Korine --[(INV) directed_by]--> Spring Breakers --[has_genre]--> Drama
Neg LogProb(↓):   0.281565
Path Entropy(↓):  0.761349
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the great race
Start Entity:     The Great Race
Gold Answer:      [['Fred Astaire', 'Steve Martin', 'Julie Andrews', 'Bruce Willis', 'Jean Reno', 'Lesley Ann Warren', 'Betty Garrett', 'Claudine Longet', 'Robert Wagner', 'Robert Webber', 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Burt Reynolds', 'William Holden', 'Jack Lemmon', "Arthur O'Connell", 'Ellen Barkin', 'Kathryn Grant', 'Herbert Lom', 'Ernie Kovacs', 'David Niven', 'Capucine', 'Roberto Benigni', 'Tuesday Weld', 'Jackie Gleason', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Elke Sommer', 'JoBeth Williams', 'Jimmy Smits', 'John Ritter', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Ted Danson', 'Kim Novak', 'Janet Leigh', 'Rosalind Russell', 'Alan Arkin', 'Dudley Moore', 'Kevin Kline', 'Howie Mandel', 'Lorraine Bracco', 'Bo Derek', 'Emily Mortimer', 'Rock Hudson', 'Steve McQueen', 'Robert Preston', 'George Tobias', 'Brian Aherne', 'Janet Blair', "Ryan O'Neal"]]
Predicted Ans:    William Holden
Predicted Path:   The Great Race --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[starred_actors]--> William Holden
Path (Raw):       The Great Race --[written_by]--> Blake Edwards --[(INV) written_by]--> Wild Rovers --[starred_actors]--> William Holden
Neg LogProb(↓):   1.267543
Path Entropy(↓):  1.963047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie swing vote released
Start Entity:     Swing Vote
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Swing Vote --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Swing Vote --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.312823
Path Entropy(↓):  4.670756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by problem child 2 actors
Start Entity:     Problem Child 2
Gold Answer:      [['Peter Bogdanovich', 'Blake Edwards', 'Billy Bob Thornton', 'Blaine Novak', 'Phil Proctor', 'Robert C. Ramirez', 'Norman Bridwell', 'Bob Randall', 'Warren Taylor', 'Peter Bergman', 'AJ Carothers']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Problem Child 2 --[starred_actors]--> John Ritter --[(INV) starred_actors]--> They All Laughed --[written_by]--> Peter Bogdanovich
Path (Raw):       Problem Child 2 --[starred_actors]--> John Ritter --[(INV) starred_actors]--> They All Laughed --[written_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.045366
Path Entropy(↓):  0.224312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film sex and lucia were released in which years
Start Entity:     Sex and Lucia
Gold Answer:      [['2006', '2014', '2009', '2004']]
Predicted Ans:    2006
Predicted Path:   Sex and Lucia --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> 10 Items or Less --[release_year]--> 2006
Path (Raw):       Sex and Lucia --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> 10 Items or Less --[release_year]--> 2006
Neg LogProb(↓):   0.287030
Path Entropy(↓):  0.858239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by that cold day in the park actors
Start Entity:     That Cold Day in the Park
Gold Answer:      [['Alan Alda', 'Ernest Lehman', 'Tad Mosel', 'Bel Kaufman', 'Christopher Hawthorne', 'Herman Raucher']]
Predicted Ans:    Ernest Lehman
Predicted Path:   That Cold Day in the Park --[starred_actors]--> Sandy Dennis --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Path (Raw):       That Cold Day in the Park --[starred_actors]--> Sandy Dennis --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Neg LogProb(↓):   0.057225
Path Entropy(↓):  0.308600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed time of favor
Start Entity:     Time of Favor
Gold Answer:      [['Lior Ashkenazi']]
Predicted Ans:    Aki Avni
Predicted Path:   Time of Favor --[directed_by]--> Joseph Cedar --[(INV) directed_by]--> Time of Favor --[starred_actors]--> Aki Avni
Path (Raw):       Time of Favor --[directed_by]--> Joseph Cedar --[(INV) directed_by]--> Time of Favor --[starred_actors]--> Aki Avni
Neg LogProb(↓):   0.000420
Path Entropy(↓):  0.003919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of somewhere in the city also wrote which movies
Start Entity:     Somewhere in the City
Gold Answer:      [['Shirin in Love']]
Predicted Ans:    Shirin in Love
Predicted Path:   Somewhere in the City --[written_by]--> Ramin Niami --[(INV) written_by]--> Shirin in Love
Path (Raw):       Somewhere in the City --[written_by]--> Ramin Niami --[(INV) written_by]--> Shirin in Love --[No Operation]--> Shirin in Love
Neg LogProb(↓):   0.260332
Path Entropy(↓):  0.538425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by tilikum
Start Entity:     Tilikum
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Tilikum --[(INV) starred_actors]--> Blackfish --[has_genre]--> Documentary
Path (Raw):       Tilikum --[No Operation]--> Tilikum --[(INV) starred_actors]--> Blackfish --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was robert mason the writer of
Start Entity:     Robert Mason
Gold Answer:      [['Solo']]
Predicted Ans:    Solo
Predicted Path:   Robert Mason --[(INV) written_by]--> Solo --[written_by]--> David L. Corley --[(INV) written_by]--> Solo
Path (Raw):       Robert Mason --[(INV) written_by]--> Solo --[written_by]--> David L. Corley --[(INV) written_by]--> Solo
Neg LogProb(↓):   0.259483
Path Entropy(↓):  0.630040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by sanaa lathan were in which languages
Start Entity:     Sanaa Lathan
Gold Answer:      [['Georgian']]
Predicted Ans:    Georgian
Predicted Path:   Sanaa Lathan --[(INV) starred_actors]--> Repentance --[in_language]--> Georgian
Path (Raw):       Sanaa Lathan --[No Operation]--> Sanaa Lathan --[(INV) starred_actors]--> Repentance --[in_language]--> Georgian
Neg LogProb(↓):   0.007691
Path Entropy(↓):  0.049196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the fuller brush man
Start Entity:     The Fuller Brush Man
Gold Answer:      [['Music', 'Biography', 'Musical', 'War', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Music
Predicted Path:   The Fuller Brush Man --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Path (Raw):       The Fuller Brush Man --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Neg LogProb(↓):   0.053845
Path Entropy(↓):  0.290143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by lorenz hart
Start Entity:     Lorenz Hart
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Lorenz Hart --[(INV) written_by]--> Babes in Arms --[has_genre]--> Musical
Path (Raw):       Lorenz Hart --[No Operation]--> Lorenz Hart --[(INV) written_by]--> Babes in Arms --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by gerda lerner
Start Entity:     Gerda Lerner
Gold Answer:      [['Roscoe Lee Browne', 'Sorrell Booke', 'James Whitmore']]
Predicted Ans:    James Whitmore
Predicted Path:   Gerda Lerner --[(INV) written_by]--> Black Like Me --[starred_actors]--> James Whitmore
Path (Raw):       Gerda Lerner --[No Operation]--> Gerda Lerner --[(INV) written_by]--> Black Like Me --[starred_actors]--> James Whitmore
Neg LogProb(↓):   0.000512
Path Entropy(↓):  0.004505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film rocknrolla
Start Entity:     RocknRolla
Gold Answer:      [['Guy Ritchie']]
Predicted Ans:    Guy Ritchie
Predicted Path:   RocknRolla --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Revolver --[directed_by]--> Guy Ritchie
Path (Raw):       RocknRolla --[directed_by]--> Guy Ritchie --[(INV) directed_by]--> Revolver --[directed_by]--> Guy Ritchie
Neg LogProb(↓):   0.015614
Path Entropy(↓):  0.088562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by soldier blue actors
Start Entity:     Soldier Blue
Gold Answer:      [['Gerald A. Browne', 'Bram Stoker', 'Evan Jones', 'Kenneth Cook', 'John Milius', 'Tom Gries', 'Otto Klement', 'John Fowles', 'Hamilton Deane', 'Marc Lawrence', 'Jeffrey Bloom', 'Charles Grodin', 'Katie Ford', 'Caryn Lucas', 'Leigh Vance', 'James L. Brooks', 'Clive Egleton', 'Rob Zombie', 'Harry Kleiner', 'George Lucas', 'John Carpenter', 'Harold Robbins', 'Debra Hill', 'Walter Murch', 'Augusto Caminito', 'Dan Wakefield', 'John L. Balderston', 'Walter Wager', 'Paul Dehn', 'Joseph Kessel', 'James Hadley Chase', 'William Klein', 'Hans Hellmut Kirst', 'David Worth', 'Richard Brooks', 'Jules Feiffer', 'Robert Anderson', 'Lewis Gilbert', 'Richard McKenna', 'Jerome Bixby', 'Mary McCarthy']]
Predicted Ans:    John Carpenter
Predicted Path:   Soldier Blue --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Halloween --[written_by]--> John Carpenter
Path (Raw):       Soldier Blue --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Halloween --[written_by]--> John Carpenter
Neg LogProb(↓):   1.108962
Path Entropy(↓):  1.744674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by barefoot actors release
Start Entity:     Barefoot
Gold Answer:      [['2008', '2003', '2006', '1985', '1979', '1984', '2007', '1998', '1951', '2010', '2004', '1995', '2001', '1996', '1981', '2013', '1988', '1997', '2005', '1999', '1927']]
Predicted Ans:    1996
Predicted Path:   Barefoot --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> Underworld --[release_year]--> 1996
Path (Raw):       Barefoot --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> Underworld --[release_year]--> 1996
Neg LogProb(↓):   0.996603
Path Entropy(↓):  1.917511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was romance released
Start Entity:     Romance
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Romance --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Romance --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.404500
Path Entropy(↓):  4.047710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by eric lively were released in which years
Start Entity:     Eric Lively
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Eric Lively --[(INV) starred_actors]--> The Butterfly Effect 2 --[release_year]--> 2006
Path (Raw):       Eric Lively --[No Operation]--> Eric Lively --[(INV) starred_actors]--> The Butterfly Effect 2 --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of all the queen's men
Start Entity:     All the Queen's Men
Gold Answer:      [['Lost Christmas', "The Cat's Meow", 'The Wild', 'Circus']]
Predicted Ans:    Circus
Predicted Path:   All the Queen's Men --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Circus
Path (Raw):       All the Queen's Men --[No Operation]--> All the Queen's Men --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Circus
Neg LogProb(↓):   0.714120
Path Entropy(↓):  1.285903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the collection
Start Entity:     The Collection
Gold Answer:      [['Marcus Dunstan', 'Stanley Mann', 'John Kohn', 'John Fowles', 'Patrick Melton']]
Predicted Ans:    Patrick Melton
Predicted Path:   The Collection --[directed_by]--> Marcus Dunstan --[(INV) directed_by]--> The Collector --[written_by]--> Patrick Melton
Path (Raw):       The Collection --[directed_by]--> Marcus Dunstan --[(INV) directed_by]--> The Collector --[written_by]--> Patrick Melton
Neg LogProb(↓):   0.345210
Path Entropy(↓):  0.992281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie 7 women were in which languages
Start Entity:     7 Women
Gold Answer:      [['English']]
Predicted Ans:    John Ford
Predicted Path:   7 Women --[written_by]--> Norah Lofts --[(INV) written_by]--> 7 Women --[directed_by]--> John Ford
Path (Raw):       7 Women --[written_by]--> Norah Lofts --[(INV) written_by]--> 7 Women --[directed_by]--> John Ford
Neg LogProb(↓):   0.494077
Path Entropy(↓):  0.945283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by barnard hughes
Start Entity:     Barnard Hughes
Gold Answer:      [['Sally Potter', 'George C. Scott', 'Paco Cabezas']]
Predicted Ans:    Paco Cabezas
Predicted Path:   Barnard Hughes --[(INV) starred_actors]--> Rage --[directed_by]--> Paco Cabezas
Path (Raw):       Barnard Hughes --[No Operation]--> Barnard Hughes --[(INV) starred_actors]--> Rage --[directed_by]--> Paco Cabezas
Neg LogProb(↓):   0.046208
Path Entropy(↓):  0.234364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of breaking in also starred in which movies
Start Entity:     Breaking In
Gold Answer:      [['The End', 'Navajo Joe', 'W.W. and the Dixie Dancekings', 'Deliverance', 'A Bunch of Amateurs', 'All Dogs Go to Heaven', 'Hooper', 'Nickelodeon', 'Stick', 'Rent-a-Cop', 'Best Friends', 'Hustle', 'Striptease', '100 Rifles', "Three O'Clock High", 'Shamus', 'Malone', 'Gator', 'Stroker Ace', 'Semi-Tough', 'White Lightning', 'The Cannonball Run', 'The Longest Yard', 'Starting Over', 'Cannonball Run II', 'The Man Who Loved Women', 'Lucky Lady', 'Smokey and the Bandit', 'Pups', 'Smokey and the Bandit II', 'Physical Evidence', 'The Best Little Whorehouse in Texas', 'Paternity', 'At Long Last Love', "Sharky's Machine", 'Of Mice and Men', 'City Heat', 'Fuzz', 'Switching Channels', 'The Crew']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Breaking In --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       Breaking In --[starred_actors]--> Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   0.531860
Path Entropy(↓):  1.353176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the handmaid's tale actors
Start Entity:     The Handmaid's Tale
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Handmaid's Tale --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Legends of the Fall --[has_genre]--> Drama
Path (Raw):       The Handmaid's Tale --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Legends of the Fall --[has_genre]--> Drama
Neg LogProb(↓):   0.687709
Path Entropy(↓):  1.834658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by blue like jazz screenwriters
Start Entity:     Blue Like Jazz
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Blue Like Jazz --[written_by]--> Steve Taylor --[(INV) written_by]--> The Second Chance --[has_genre]--> Drama
Path (Raw):       Blue Like Jazz --[written_by]--> Steve Taylor --[(INV) written_by]--> The Second Chance --[has_genre]--> Drama
Neg LogProb(↓):   0.340324
Path Entropy(↓):  0.714302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie love affair in a few words
Start Entity:     Love Affair
Gold Answer:      [['leo mccarey', 'bd-r', 'remake', 'charles boyer']]
Predicted Ans:    charles boyer
Predicted Path:   Love Affair --[has_tags]--> charles boyer --[(INV) has_tags]--> Love Affair --[has_tags]--> charles boyer
Path (Raw):       Love Affair --[has_tags]--> charles boyer --[(INV) has_tags]--> Love Affair --[has_tags]--> charles boyer
Neg LogProb(↓):   0.033705
Path Entropy(↓):  0.147400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ray galton were directed by who
Start Entity:     Ray Galton
Gold Answer:      [['Cliff Owen']]
Predicted Ans:    Cliff Owen
Predicted Path:   Ray Galton --[(INV) written_by]--> The Wrong Arm of the Law --[directed_by]--> Cliff Owen
Path (Raw):       Ray Galton --[No Operation]--> Ray Galton --[(INV) written_by]--> The Wrong Arm of the Law --[directed_by]--> Cliff Owen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jonas karlsson were directed by who
Start Entity:     Jonas Karlsson
Gold Answer:      [['Mårten Klingberg', 'Jafar Panahi']]
Predicted Ans:    Jafar Panahi
Predicted Path:   Jonas Karlsson --[(INV) starred_actors]--> Offside --[directed_by]--> Jafar Panahi
Path (Raw):       Jonas Karlsson --[No Operation]--> Jonas Karlsson --[(INV) starred_actors]--> Offside --[directed_by]--> Jafar Panahi
Neg LogProb(↓):   0.025360
Path Entropy(↓):  0.117059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by peter lorre were directed by who
Start Entity:     Peter Lorre
Gold Answer:      [['Fritz Lang', 'Lew Landers', 'John Huston', 'Gregory Ratoff', 'Irwin Allen', 'Menahem Golan', 'Antonia Bird', 'Boris Ingster', 'Jean Negulesco', 'Rouben Mamoulian', 'Ulli Lommel', 'Roy Del Ruth', 'Karl Freund', 'Raoul Walsh', 'Aki Kaurismäki', 'Ken Annakin', 'Jacques Tourneur', 'Elliott Nugent', 'Norman Foster', 'Joseph Losey', 'Vicente Aranda', 'Stuart Paton', 'Alfred Hitchcock', 'Sidney Lumet', 'Don Siegel', 'Roger Corman', 'Robert Florey', 'Edwin L. Marin', 'Josef von Sternberg', 'James McTeigue']]
Predicted Ans:    Roger Corman
Predicted Path:   Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Peter Lorre --[No Operation]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.439183
Path Entropy(↓):  1.348828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of trader horn
Start Entity:     Trader Horn
Gold Answer:      [['Bruce Dern', 'Leslie Nielsen', 'Gene Raymond', 'Ronald Colman', 'Cary Grant', 'Walter Pidgeon', 'Ginger Rogers', 'Alan Ladd', 'Gladys George', 'Karen Black', 'Macdonald Carey', 'Robert Redford', 'Franchot Tone', 'Warren Stevens', 'Betty Field', 'Mia Farrow', 'Ruth Hussey', 'Anne Francis', 'Rene Russo', 'Gary Sinise', 'Spencer Tracy', 'Edgar Buchanan', 'Jean Arthur', 'Mel Gibson']]
Predicted Ans:    Mia Farrow
Predicted Path:   Trader Horn --[written_by]--> Cyril Hume --[(INV) written_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Path (Raw):       Trader Horn --[written_by]--> Cyril Hume --[(INV) written_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.230845
Path Entropy(↓):  0.779844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by baz luhrmann
Start Entity:     Baz Luhrmann
Gold Answer:      [['Richard Maibaum', 'Cyril Hume', 'William Shakespeare', 'Owen Davis', 'Francis Ford Coppola', 'F. Scott Fitzgerald', 'Stuart Beattie', 'Richard Flanagan', 'Ronald Harwood']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[written_by]--> Francis Ford Coppola
Path (Raw):       Baz Luhrmann --[No Operation]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.731707
Path Entropy(↓):  1.388767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by clive hopkins
Start Entity:     Clive Hopkins
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Clive Hopkins --[(INV) written_by]--> Road Kill --[has_genre]--> Horror
Path (Raw):       Clive Hopkins --[No Operation]--> Clive Hopkins --[(INV) written_by]--> Road Kill --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in hideous kinky
Start Entity:     Hideous Kinky
Gold Answer:      [['Biography', 'Drama', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Hideous Kinky --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       Hideous Kinky --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.984504
Path Entropy(↓):  1.232341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote commandos strike at dawn
Start Entity:     Commandos Strike at Dawn
Gold Answer:      [['George Hamilton', 'Ronald Colman', 'Theodore Bikel', 'Cary Grant', 'Sophia Loren', 'Marlon Brando', 'Anthony Perkins', 'Cyd Charisse', 'Montgomery Clift', 'Dean Martin', 'Edward G. Robinson', 'Thomas Mitchell', 'John Garfield', 'Kirk Douglas', 'Frank Overton', 'Frank Sinatra', 'Edgar Buchanan', 'Ida Lupino', 'Jean Arthur', 'Burl Ives']]
Predicted Ans:    Sophia Loren
Predicted Path:   Commandos Strike at Dawn --[written_by]--> Irwin Shaw --[(INV) written_by]--> Desire Under the Elms --[starred_actors]--> Sophia Loren
Path (Raw):       Commandos Strike at Dawn --[written_by]--> Irwin Shaw --[(INV) written_by]--> Desire Under the Elms --[starred_actors]--> Sophia Loren
Neg LogProb(↓):   0.363166
Path Entropy(↓):  1.102563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was 360 released
Start Entity:     360
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   360 --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       360 --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.683929
Path Entropy(↓):  4.380968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film ratatouille are written by who
Start Entity:     Ratatouille
Gold Answer:      [['David Saperstein', 'Emmanuel Bourdieu', 'Arthur Symons', 'Patton Oswalt', 'Robert D. Siegel', 'Farley Mowat', 'Thomas Michael Donnelly', 'Tom Stoppard', 'David France', 'Arnaud Desplechin', 'Peter Greenaway', 'Michael Lesy', 'Scott Turow', 'Eugene Corr', 'Zach Galifianakis', 'Charles Martin Smith', 'Terry Gilliam', 'Robert Daley', 'James Marsh', 'Alan Taylor', 'Simon Leys', 'Martin Cruz Smith', 'Sylvester Stallone', 'David Cronenberg', 'William S. Burroughs', 'Sidney Lumet', 'Lem Dobbs', 'Brian Posehn', 'Maria Bamford', 'David Morrell', 'Christina Luescher', 'Dennis Potter', 'Larry Cohen', 'Alan J. Pakula', 'Charles McKeown']]
Predicted Ans:    Dennis Potter
Predicted Path:   Ratatouille --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild --[written_by]--> Dennis Potter
Path (Raw):       Ratatouille --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild --[written_by]--> Dennis Potter
Neg LogProb(↓):   0.707260
Path Entropy(↓):  1.077436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the libertine
Start Entity:     The Libertine
Gold Answer:      [['Diana']]
Predicted Ans:    The Libertine
Predicted Path:   The Libertine --[written_by]--> Stephen Jeffreys --[(INV) written_by]--> The Libertine
Path (Raw):       The Libertine --[No Operation]--> The Libertine --[written_by]--> Stephen Jeffreys --[(INV) written_by]--> The Libertine
Neg LogProb(↓):   0.112689
Path Entropy(↓):  0.339722
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by jack london starred which actors
Start Entity:     Jack London
Gold Answer:      [['Telly Savalas', 'Loretta Young', 'Raimund Harmstorf', 'George Eastman', 'Seymour Cassel', 'Jack Oakie', 'Clark Gable', 'Klaus Maria Brandauer', 'Oliver Reed', 'Edward G. Robinson', 'Ethan Hawke', 'Charlton Heston', 'Michèle Mercier', 'Diana Rigg', 'Ida Lupino', 'Alexander Knox', 'John Garfield']]
Predicted Ans:    Charlton Heston
Predicted Path:   Jack London --[(INV) written_by]--> The Call of the Wild --[starred_actors]--> Charlton Heston
Path (Raw):       Jack London --[No Operation]--> Jack London --[(INV) written_by]--> The Call of the Wild --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   1.551569
Path Entropy(↓):  2.234434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by erlend loe were released in which years
Start Entity:     Erlend Loe
Gold Answer:      [['1994', '2009']]
Predicted Ans:    2009
Predicted Path:   Erlend Loe --[(INV) written_by]--> North --[release_year]--> 2009
Path (Raw):       Erlend Loe --[No Operation]--> Erlend Loe --[(INV) written_by]--> North --[release_year]--> 2009
Neg LogProb(↓):   0.125025
Path Entropy(↓):  0.361965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of cameron's closet
Start Entity:     Cameron's Closet
Gold Answer:      [['Marc Blucas', 'Don Scardino', "Caitlin O'Heaney", 'Doug Savant', 'Mariel Hemingway', 'Monica Keena', 'Michael Keaton', 'Dallas Page', 'Katie Holmes']]
Predicted Ans:    Mariel Hemingway
Predicted Path:   Cameron's Closet --[directed_by]--> Armand Mastroianni --[(INV) directed_by]--> First Daughter --[starred_actors]--> Mariel Hemingway
Path (Raw):       Cameron's Closet --[directed_by]--> Armand Mastroianni --[(INV) directed_by]--> First Daughter --[starred_actors]--> Mariel Hemingway
Neg LogProb(↓):   0.045736
Path Entropy(↓):  0.218446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by karan johar released
Start Entity:     Karan Johar
Gold Answer:      [['2001', '2012', '2003', '1998']]
Predicted Ans:    2001
Predicted Path:   Karan Johar --[(INV) written_by]--> Kabhi Khushi Kabhie Gham... --[release_year]--> 2001
Path (Raw):       Karan Johar --[No Operation]--> Karan Johar --[(INV) written_by]--> Kabhi Khushi Kabhie Gham... --[release_year]--> 2001
Neg LogProb(↓):   0.046659
Path Entropy(↓):  0.227689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of guinevere
Start Entity:     Guinevere
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Guinevere --[written_by]--> Audrey Wells --[(INV) written_by]--> Under the Tuscan Sun --[release_year]--> 2003
Path (Raw):       Guinevere --[written_by]--> Audrey Wells --[(INV) written_by]--> Under the Tuscan Sun --[release_year]--> 2003
Neg LogProb(↓):   0.691510
Path Entropy(↓):  0.693146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed since otar left
Start Entity:     Since Otar Left
Gold Answer:      [['Julie Bertuccelli']]
Predicted Ans:    Julie Bertuccelli
Predicted Path:   Since Otar Left --[directed_by]--> Julie Bertuccelli --[(INV) directed_by]--> Since Otar Left --[directed_by]--> Julie Bertuccelli
Path (Raw):       Since Otar Left --[directed_by]--> Julie Bertuccelli --[(INV) directed_by]--> Since Otar Left --[directed_by]--> Julie Bertuccelli
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the blue angel were released in which years
Start Entity:     The Blue Angel
Gold Answer:      [['1944', '1936', '1935', '1941', '1984', '2007', '1939', '1957', '1951', '1982', '1947', '2014', '1932', '1931', '1948', '1942', '1940', '1926', '1961', '1922', '1934', '1924', '1950', '1952', '1937', '1928', '1930']]
Predicted Ans:    1957
Predicted Path:   The Blue Angel --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Path (Raw):       The Blue Angel --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Neg LogProb(↓):   1.340592
Path Entropy(↓):  2.303383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film a lady takes a chance
Start Entity:     A Lady Takes a Chance
Gold Answer:      [['1970', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1973', '1953', '1947', '1932', '1956', '1943', '1976', '1948', '1972', '1971', '1989', '1942', '1938', '1940', '1961', '1955', '1962', '1934', '1949', '1975', '1966', '1950', '1960', '1965', '1945', '1937', '1969', '1952', '1930']]
Predicted Ans:    1948
Predicted Path:   A Lady Takes a Chance --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Path (Raw):       A Lady Takes a Chance --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.843286
Path Entropy(↓):  3.229488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for roxie hart
Start Entity:     Roxie Hart
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Roxie Hart --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Roxie Hart --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.433576
Path Entropy(↓):  4.601311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of cecilia roth starred movies
Start Entity:     Cecilia Roth
Gold Answer:      [['Antonio Serrano', 'Daniel Burman', 'Pedro Almodóvar', 'Marcelo Piñeyro']]
Predicted Ans:    Marcelo Piñeyro
Predicted Path:   Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[directed_by]--> Marcelo Piñeyro
Path (Raw):       Cecilia Roth --[No Operation]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[directed_by]--> Marcelo Piñeyro
Neg LogProb(↓):   0.481916
Path Entropy(↓):  0.683569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of la bete humaine is also the director of which films
Start Entity:     La Bête Humaine
Gold Answer:      [['Boudu Saved from Drowning', 'La Chienne', 'French Cancan', 'Elena and Her Men', 'Picnic on the Grass', 'La Marseillaise', 'Swamp Water', 'The Diary of a Chambermaid', 'The Woman on the Beach', 'Toni', 'This Land Is Mine', 'The Southerner', 'La Grande Illusion', 'The River', 'The Crime of Monsieur Lange', 'The Lower Depths', 'The Rules of the Game', 'The Golden Coach']]
Predicted Ans:    French Cancan
Predicted Path:   La Bête Humaine --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan
Path (Raw):       La Bête Humaine --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[No Operation]--> French Cancan
Neg LogProb(↓):   0.891770
Path Entropy(↓):  1.771661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote mondo
Start Entity:     Mondo
Gold Answer:      [['Asia Argento', 'Marc Lavoine']]
Predicted Ans:    Asia Argento
Predicted Path:   Mondo --[written_by]--> Tony Gatlif --[(INV) written_by]--> Transylvania --[starred_actors]--> Asia Argento
Path (Raw):       Mondo --[written_by]--> Tony Gatlif --[(INV) written_by]--> Transylvania --[starred_actors]--> Asia Argento
Neg LogProb(↓):   0.000824
Path Entropy(↓):  0.007531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by vincent gallo
Start Entity:     vincent gallo
Gold Answer:      [["Buffalo '66", 'The Brown Bunny']]
Predicted Ans:    The Big Blue
Predicted Path:   vincent gallo --[(INV) has_tags]--> Buffalo '66 --[has_tags]--> rosanna arquette --[(INV) has_tags]--> The Big Blue
Path (Raw):       vincent gallo --[(INV) has_tags]--> Buffalo '66 --[has_tags]--> rosanna arquette --[(INV) has_tags]--> The Big Blue
Neg LogProb(↓):   0.062507
Path Entropy(↓):  0.228940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by the ocean's thirteen director
Start Entity:     Ocean's Thirteen
Gold Answer:      [['Italian', 'Russian', 'German']]
Predicted Ans:    German
Predicted Path:   Ocean's Thirteen --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[in_language]--> German
Path (Raw):       Ocean's Thirteen --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[in_language]--> German
Neg LogProb(↓):   0.005888
Path Entropy(↓):  0.042108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of vera cruz also wrote which films
Start Entity:     Vera Cruz
Gold Answer:      [["Winchester '73", 'Flame of Barbary Coast', 'Red River', 'Backlash', 'The Far Country']]
Predicted Ans:    Winchester '73
Predicted Path:   Vera Cruz --[written_by]--> Borden Chase --[(INV) written_by]--> Winchester '73
Path (Raw):       Vera Cruz --[written_by]--> Borden Chase --[(INV) written_by]--> Winchester '73 --[No Operation]--> Winchester '73
Neg LogProb(↓):   0.704527
Path Entropy(↓):  1.224268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by sam wolfson
Start Entity:     Sam Wolfson
Gold Answer:      [['Bryan Fogel']]
Predicted Ans:    Bryan Fogel
Predicted Path:   Sam Wolfson --[(INV) written_by]--> Jewtopia --[directed_by]--> Bryan Fogel
Path (Raw):       Sam Wolfson --[No Operation]--> Sam Wolfson --[(INV) written_by]--> Jewtopia --[directed_by]--> Bryan Fogel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by joel gretsch
Start Entity:     Joel Gretsch
Gold Answer:      [['Paul McGuigan']]
Predicted Ans:    Paul McGuigan
Predicted Path:   Joel Gretsch --[(INV) starred_actors]--> Push --[directed_by]--> Paul McGuigan
Path (Raw):       Joel Gretsch --[No Operation]--> Joel Gretsch --[(INV) starred_actors]--> Push --[directed_by]--> Paul McGuigan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of rebecca of sunnybrook farm
Start Entity:     Rebecca of Sunnybrook Farm
Gold Answer:      [['Anthony Asquith', 'Irving Cummings', 'William Wyler', 'Hy Averback', 'Mitchell Leisen', 'James Neilson', 'Robert Stevens']]
Predicted Ans:    William Wyler
Predicted Path:   Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg --[(INV) written_by]--> Ben-Hur --[directed_by]--> William Wyler
Path (Raw):       Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg --[(INV) written_by]--> Ben-Hur --[directed_by]--> William Wyler
Neg LogProb(↓):   0.597468
Path Entropy(↓):  0.770623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with daria nicolodi
Start Entity:     Daria Nicolodi
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Daria Nicolodi --[(INV) written_by]--> Suspiria --[written_by]--> Dario Argento
Path (Raw):       Daria Nicolodi --[No Operation]--> Daria Nicolodi --[(INV) written_by]--> Suspiria --[written_by]--> Dario Argento
Neg LogProb(↓):   0.061408
Path Entropy(↓):  0.275296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of mr. brooks
Start Entity:     Mr. Brooks
Gold Answer:      [['John Carpenter', 'Alan Rudolph', 'Bruce A. Evans']]
Predicted Ans:    John Carpenter
Predicted Path:   Mr. Brooks --[written_by]--> Bruce A. Evans --[(INV) written_by]--> Starman --[directed_by]--> John Carpenter
Path (Raw):       Mr. Brooks --[written_by]--> Bruce A. Evans --[(INV) written_by]--> Starman --[directed_by]--> John Carpenter
Neg LogProb(↓):   0.224626
Path Entropy(↓):  0.502203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of barbarella
Start Entity:     Barbarella
Gold Answer:      [['Pretty Maids All in a Row', 'Spirits of the Dead', 'And God Created Woman', 'Blood and Roses']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   Barbarella --[directed_by]--> Roger Vadim --[(INV) directed_by]--> Spirits of the Dead
Path (Raw):       Barbarella --[No Operation]--> Barbarella --[directed_by]--> Roger Vadim --[(INV) directed_by]--> Spirits of the Dead
Neg LogProb(↓):   0.036219
Path Entropy(↓):  0.176367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of bridget jones's diary is also the director of which films
Start Entity:     Bridget Jones's Diary
Gold Answer:      [['Incendiary']]
Predicted Ans:    Incendiary
Predicted Path:   Bridget Jones's Diary --[directed_by]--> Sharon Maguire --[(INV) directed_by]--> Incendiary
Path (Raw):       Bridget Jones's Diary --[directed_by]--> Sharon Maguire --[(INV) directed_by]--> Incendiary --[No Operation]--> Incendiary
Neg LogProb(↓):   0.012676
Path Entropy(↓):  0.081429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of gremlins
Start Entity:     Gremlins
Gold Answer:      [['Bruce Dern', 'Simon Fenton', 'River Phoenix', 'Meg Ryan', 'Thora Birch', 'Rick Ducommun', 'Monique Gabrielle', 'Martin Short', 'Ethan Hawke', 'Dennis Quaid', 'Cathy Moriarty', 'Phil Hartman', 'Omri Katz', 'Teri Polo', 'Arsenio Hall', 'Chris Massoglia', 'Kevin McCarthy', 'Carrie Fisher', 'James Earl Jones', 'John Goodman', 'Tom Hanks', 'Keenan Wynn', 'Bradford Dillman', 'Haley Bennett']]
Predicted Ans:    John Goodman
Predicted Path:   Gremlins --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[starred_actors]--> John Goodman
Path (Raw):       Gremlins --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.061522
Path Entropy(↓):  0.253420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of calle 54
Start Entity:     Calle 54
Gold Answer:      [['Melanie Griffith', 'Daryl Hannah', 'Penélope Cruz', 'Danny Aiello', 'Antonio Banderas']]
Predicted Ans:    Penélope Cruz
Predicted Path:   Calle 54 --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> The Girl of Your Dreams --[starred_actors]--> Penélope Cruz
Path (Raw):       Calle 54 --[directed_by]--> Fernando Trueba --[(INV) directed_by]--> The Girl of Your Dreams --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   0.116624
Path Entropy(↓):  0.362452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by devil's pond actors release
Start Entity:     Devil's Pond
Gold Answer:      [['1998', '2001', '2003', '2005', '1982', '2002', '2013']]
Predicted Ans:    2002
Predicted Path:   Devil's Pond --[starred_actors]--> Kip Pardue --[(INV) starred_actors]--> The Rules of Attraction --[release_year]--> 2002
Path (Raw):       Devil's Pond --[starred_actors]--> Kip Pardue --[(INV) starred_actors]--> The Rules of Attraction --[release_year]--> 2002
Neg LogProb(↓):   0.353237
Path Entropy(↓):  0.631175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by ryan gosling release
Start Entity:     Ryan Gosling
Gold Answer:      [['2001', '2005', '2010', '2006', '2002', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Ryan Gosling --[(INV) starred_actors]--> Only God Forgives --[release_year]--> 2013
Path (Raw):       Ryan Gosling --[No Operation]--> Ryan Gosling --[(INV) starred_actors]--> Only God Forgives --[release_year]--> 2013
Neg LogProb(↓):   0.097743
Path Entropy(↓):  0.458569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by kevin lund
Start Entity:     Kevin Lund
Gold Answer:      [['Daniel Benmayor']]
Predicted Ans:    Daniel Benmayor
Predicted Path:   Kevin Lund --[(INV) written_by]--> Tracers --[directed_by]--> Daniel Benmayor
Path (Raw):       Kevin Lund --[No Operation]--> Kevin Lund --[(INV) written_by]--> Tracers --[directed_by]--> Daniel Benmayor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in radio rebel
Start Entity:     Radio Rebel
Gold Answer:      [['2012', '2010']]
Predicted Ans:    2010
Predicted Path:   Radio Rebel --[starred_actors]--> Debby Ryan --[(INV) starred_actors]--> What If... --[release_year]--> 2010
Path (Raw):       Radio Rebel --[starred_actors]--> Debby Ryan --[(INV) starred_actors]--> What If... --[release_year]--> 2010
Neg LogProb(↓):   0.260354
Path Entropy(↓):  0.603513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by nicoletta braschi fall under
Start Entity:     Nicoletta Braschi
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nicoletta Braschi --[(INV) starred_actors]--> Johnny Stecchino --[has_genre]--> Comedy
Path (Raw):       Nicoletta Braschi --[No Operation]--> Nicoletta Braschi --[(INV) starred_actors]--> Johnny Stecchino --[has_genre]--> Comedy
Neg LogProb(↓):   0.007534
Path Entropy(↓):  0.044196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was helen schulman the writer of
Start Entity:     Helen Schulman
Gold Answer:      [['P.S.']]
Predicted Ans:    P.S.
Predicted Path:   Helen Schulman --[(INV) written_by]--> P.S. --[written_by]--> Dylan Kidd --[(INV) written_by]--> P.S.
Path (Raw):       Helen Schulman --[(INV) written_by]--> P.S. --[written_by]--> Dylan Kidd --[(INV) written_by]--> P.S.
Neg LogProb(↓):   0.252533
Path Entropy(↓):  0.563936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jorg pleva acted films
Start Entity:     Jörg Pleva
Gold Answer:      [['Tom Toelle']]
Predicted Ans:    Tom Toelle
Predicted Path:   Jörg Pleva --[(INV) starred_actors]--> Das Millionenspiel --[directed_by]--> Tom Toelle
Path (Raw):       Jörg Pleva --[No Operation]--> Jörg Pleva --[(INV) starred_actors]--> Das Millionenspiel --[directed_by]--> Tom Toelle
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by thomas jahn in
Start Entity:     Thomas Jahn
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Thomas Jahn --[(INV) written_by]--> Knockin' on Heaven's Door --[has_genre]--> Comedy
Path (Raw):       Thomas Jahn --[No Operation]--> Thomas Jahn --[(INV) written_by]--> Knockin' on Heaven's Door --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of kiki's delivery service starred who
Start Entity:     Kiki's Delivery Service
Gold Answer:      [['Sarah Michelle Gellar', 'Arielle Kebbel', 'Takako Fuji', 'Shigeru Muroi', 'Takashi Tachibana', 'Issei Takahashi', 'Chika Sakamoto', 'Noriko Hidaka', 'Hitoshi Takagi', 'Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi', 'Sumi Shimamoto', 'Yuriko Ishida', 'Masami Nagasawa', 'Keiko Takeshita', 'Shawnee Smith', 'Matthew Knight', 'Amber Tamblyn']]
Predicted Ans:    Sumi Shimamoto
Predicted Path:   Kiki's Delivery Service --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Path (Raw):       Kiki's Delivery Service --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Neg LogProb(↓):   0.214091
Path Entropy(↓):  0.842734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does john heard appear in
Start Entity:     John Heard
Gold Answer:      [['Sharknado', 'Heaven Help Us', 'Torn', 'The Trip to Bountiful', 'Home Alone', "Cutter's Way", 'My Fellow Americans', 'The Telephone', 'Big', 'Mindwalk', 'C.H.U.D.', 'Deceived', 'Beaches']]
Predicted Ans:    Heaven Help Us
Predicted Path:   John Heard --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us
Path (Raw):       John Heard --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us
Neg LogProb(↓):   0.122615
Path Entropy(↓):  0.527929
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie castle keep were released in which years
Start Entity:     Castle Keep
Gold Answer:      [['1980', '1970', '1946', '1954', '2003', '2006', '1967', '1979', '1974', '1977', '1968', '1963', '1957', '1951', '1973', '1953', '1947', '2014', '1956', '1983', '1995', '1976', '1948', '1972', '1971', '2001', '1996', '2002', '1981', '1961', '1955', '1986', '1962', '1988', '1978', '1964', '1949', '1997', '2000', '1966', '1950', '1960', '1991', '1965', '1987', '1969', '1952']]
Predicted Ans:    2000
Predicted Path:   Castle Keep --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Path (Raw):       Castle Keep --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   2.086759
Path Entropy(↓):  2.764856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed murphy's war
Start Entity:     Murphy's War
Gold Answer:      [['Mickey Rooney', 'Peter Falk', 'Matt Keeslar', 'Louis Jourdan', 'Lysette Anthony', 'Julianne Moore', 'Ken Marshall', 'Jacqueline Bisset', 'Lauri Peters', 'Cliff Richard', 'Una Stubbs', 'Gloria DeHaven', 'Melvyn Hayes', 'Cher', 'D.B. Sweeney', 'Jessica Tandy', 'Robert Mitchum', 'Robert Redford', 'Nick Nolte', 'Tim Daly', 'Robert Shaw', 'Edward Fox', 'Dennis Quaid', 'Penelope Ann Miller', 'Christopher Plummer', 'Jeff Daniels', 'Tom Selleck', 'Walter Huston', 'Isabella Rossellini', 'William Hurt', 'Liam Neeson', 'John Lithgow', 'Kelly McGillis', 'Albert Finney', 'Sigourney Weaver', 'Ron Leibman', 'Paul Sand', 'Zena Walker', 'Frank Morgan', 'George Segal', 'Peter Boyle', 'Robert Vaughn', 'Mandy Patinkin', 'Tom Courtenay', 'Orson Welles', 'Bob Hoskins', 'Steve McQueen', 'John Mahoney', 'Daniel Stern', 'Dennis Christopher', 'Jackie Earle Haley']]
Predicted Ans:    Peter O'Toole
Predicted Path:   Murphy's War --[directed_by]--> Peter Yates --[(INV) directed_by]--> Murphy's War --[starred_actors]--> Peter O'Toole
Path (Raw):       Murphy's War --[directed_by]--> Peter Yates --[(INV) directed_by]--> Murphy's War --[starred_actors]--> Peter O'Toole
Neg LogProb(↓):   0.376697
Path Entropy(↓):  0.962958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie make the yuletide gay
Start Entity:     Make the Yuletide Gay
Gold Answer:      [['Rob Williams']]
Predicted Ans:    Rob Williams
Predicted Path:   Make the Yuletide Gay --[directed_by]--> Rob Williams --[(INV) directed_by]--> Make the Yuletide Gay --[directed_by]--> Rob Williams
Path (Raw):       Make the Yuletide Gay --[directed_by]--> Rob Williams --[(INV) directed_by]--> Make the Yuletide Gay --[directed_by]--> Rob Williams
Neg LogProb(↓):   0.000954
Path Entropy(↓):  0.008337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the brave
Start Entity:     The Brave
Gold Answer:      [['Nick of Time', 'Superman', 'Reflections in a Golden Eye', 'The Rum Diary', 'Finding Neverland', 'The Lone Ranger', 'Corpse Bride', 'Don Juan DeMarco', 'A Streetcar Named Desire', 'The Fugitive Kind', 'The Godfather', 'Dark Shadows', 'Arizona Dream', 'Burn!', 'The Young Lions', 'Sayonara', 'The Chase', 'Bedtime Story', 'Candy', 'Rango', 'Guys and Dolls', 'Morituri', 'Last Tango in Paris', 'Viva Zapata!', 'Charlie and the Chocolate Factory', 'The Freshman', 'Julius Caesar', 'Mortdecai', 'Ed Wood', "The Astronaut's Wife", 'The Libertine', 'Donnie Brasco', 'The Wild One', 'Apocalypse Now', 'Fear and Loathing in Las Vegas', 'The Night of the Following Day', 'The Formula', 'The Island of Dr. Moreau', 'A Countess from Hong Kong', 'On the Waterfront', 'Secret Window', 'Sleepy Hollow', 'The Ugly American', 'Edward Scissorhands', 'Private Resort', 'Cry-Baby', 'The Men', 'Transcendence', 'The Missouri Breaks', 'Once Upon a Time in Mexico', "What's Eating Gilbert Grape", 'The Teahouse of the August Moon', 'Désirée', 'The Score', 'Mutiny on the Bounty', 'Dead Man', 'Alice in Wonderland', 'One-Eyed Jacks', 'The Appaloosa', 'The Tourist']]
Predicted Ans:    The Godfather
Predicted Path:   The Brave --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather
Path (Raw):       The Brave --[starred_actors]--> Marlon Brando --[No Operation]--> Marlon Brando --[(INV) starred_actors]--> The Godfather
Neg LogProb(↓):   0.694546
Path Entropy(↓):  1.325462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film roadside prophets was written by who
Start Entity:     Roadside Prophets
Gold Answer:      [['Abbe Wool']]
Predicted Ans:    Abbe Wool
Predicted Path:   Roadside Prophets --[written_by]--> Abbe Wool --[(INV) written_by]--> Roadside Prophets --[written_by]--> Abbe Wool
Path (Raw):       Roadside Prophets --[written_by]--> Abbe Wool --[(INV) written_by]--> Roadside Prophets --[written_by]--> Abbe Wool
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of perce pearce directed films
Start Entity:     Perce Pearce
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Perce Pearce --[(INV) directed_by]--> Snow White and the Seven Dwarfs --[release_year]--> 1937
Path (Raw):       Perce Pearce --[No Operation]--> Perce Pearce --[(INV) directed_by]--> Snow White and the Seven Dwarfs --[release_year]--> 1937
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by paul sapiano
Start Entity:     Paul Sapiano
Gold Answer:      [['Dominique Purdy', 'Mario Diaz']]
Predicted Ans:    Dominique Purdy
Predicted Path:   Paul Sapiano --[(INV) directed_by]--> Hollywood Sex Wars --[starred_actors]--> Dominique Purdy
Path (Raw):       Paul Sapiano --[No Operation]--> Paul Sapiano --[(INV) directed_by]--> Hollywood Sex Wars --[starred_actors]--> Dominique Purdy
Neg LogProb(↓):   0.269359
Path Entropy(↓):  0.546579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by kelly lebrock
Start Entity:     kelly lebrock
Gold Answer:      [['The Woman in Red', 'Weird Science']]
Predicted Ans:    Weird Science
Predicted Path:   kelly lebrock --[(INV) has_tags]--> Weird Science --[has_tags]--> anthony michael hall --[(INV) has_tags]--> Weird Science
Path (Raw):       kelly lebrock --[(INV) has_tags]--> Weird Science --[has_tags]--> anthony michael hall --[(INV) has_tags]--> Weird Science
Neg LogProb(↓):   0.002977
Path Entropy(↓):  0.021245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in seven pounds
Start Entity:     Seven Pounds
Gold Answer:      [['Craig Bolotin', 'Gabriele Muccino', 'Matthew Cooke', 'Stephen Frears', 'Oren Moverman', 'Ron Shelton', 'Michael Mann', 'John Requa', 'Glenn Ficarra', 'Jimmy Hayward', 'Adrian Lyne', 'David Barrett', 'Aleksi Mäkelä', 'Louis Leterrier', 'Quentin Tarantino', 'Tony Scott', 'Alex Proyas', 'Rick Rosenthal', 'Robert Altman', 'Gregg Champion', 'Richard Benjamin', 'Roland Emmerich', 'Robert Redford', 'Oliver Stone', 'Ethan Hawke', 'Michael Bay', 'Scott Cooper', 'Ruben Fleischer', 'Jane Anderson', 'Barry Sonnenfeld', 'Chris Rock', 'Peter Berg', 'Jay Roach', 'Peter Stebbings', 'Andy Tennant', 'Deborah Kaplan', 'Harry Elfont', 'Kent Alterman', 'Atom Egoyan', 'Ron Mann', 'Zak Penn', 'Francis Lawrence', 'Brett Ratner', 'Guy Moshe', 'Danny Boyle', 'Brad Anderson', 'Gavin Grazer', 'Robert Rodriguez', 'M. Night Shyamalan', 'S.R. Bindler', 'Volker Schlöndorff', 'Talia Lugacy']]
Predicted Ans:    Ron Shelton
Predicted Path:   Seven Pounds --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[directed_by]--> Ron Shelton
Path (Raw):       Seven Pounds --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[directed_by]--> Ron Shelton
Neg LogProb(↓):   0.698140
Path Entropy(↓):  1.606107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by jacques perrin
Start Entity:     Jacques Perrin
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jacques Perrin --[(INV) written_by]--> Oceans --[in_language]--> French
Path (Raw):       Jacques Perrin --[No Operation]--> Jacques Perrin --[(INV) written_by]--> Oceans --[in_language]--> French
Neg LogProb(↓):   0.006080
Path Entropy(↓):  0.037214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by michael moore
Start Entity:     michael moore
Gold Answer:      [['An American Carol', 'Canadian Bacon', 'Slacker Uprising', 'Fahrenheit 9/11', 'The Big One', 'Sicko', 'Bowling for Columbine']]
Predicted Ans:    Sicko
Predicted Path:   michael moore --[(INV) has_tags]--> Sicko --[has_tags]--> michael moore --[(INV) has_tags]--> Sicko
Path (Raw):       michael moore --[(INV) has_tags]--> Sicko --[has_tags]--> michael moore --[(INV) has_tags]--> Sicko
Neg LogProb(↓):   0.001882
Path Entropy(↓):  0.015250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the mangler
Start Entity:     The Mangler
Gold Answer:      [['Denise Crosby', 'Marilyn Burns', 'Paul A. Partain', 'Peter Firth', 'Dennis Hopper', 'Mathilda May', 'Tobe Hooper', 'Caroline Williams', 'Steve Railsback', 'Jim Siedow', 'Frank Finlay', 'Dan Byrd', 'Arthur Franz', 'Jimmy Hunt', 'Helena Carter', 'Robert Englund', 'John Carpenter', 'Elizabeth Berridge', 'Robert Carradine', 'Bill Moseley', 'Neville Brand']]
Predicted Ans:    Marilyn Burns
Predicted Path:   The Mangler --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns
Path (Raw):       The Mangler --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns
Neg LogProb(↓):   0.235972
Path Entropy(↓):  0.833461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie jackie brown
Start Entity:     Jackie Brown
Gold Answer:      [['John Gatins', 'Haskell Wexler', 'Carlo Carlei', 'James Herbert', 'David Soren', 'John Sayles', 'George Armitage', 'Richard Price', 'Dashiell Hammett', 'Aimee Lagos', 'David E. Kelley', 'Daniel Chuba', 'David C. Wilson', 'Michael Crichton', 'Bob Saget', 'Stephen Carpenter', 'Anne Amanda Opotowsky', 'Margaret Oberman', 'Dwight Yoakam', 'Paul Thomas Anderson', 'Thomas Berger', 'Peter A. Dowling', 'Luc Besson', 'Clare Peploe', 'Chris Fisher', 'David Mamet', 'Michael Bortman', 'J.R. Moehringer', 'Corey Allen', 'Rod Serling', 'Ted Lewis', 'Charles Lederer', 'Eleazar Lipsky', 'Steven Seagal', 'Jet Li', 'Kaja Blackley', 'William Malone', 'Irving Wallace', 'Jim Piddock', 'Alan Parker', 'Gene Quintano', 'Cormac McCarthy', 'Andrew Davis', 'John Grisham', 'Ernest Tidyman', 'Ann Peacock', 'Antjie Krog', 'Dan Cohen', 'Sarah Thorp', 'T. Coraghessan Boyle', 'John Singleton', 'Cameron Crowe', 'Mark Schwahn', 'John Heffernan', 'Shane Black', 'David Dalessandro', 'David Loughery', 'Keith Scholey', 'Steve Barancik', 'Jack Hill', 'Kasi Lemmons', 'Craig Brewer', 'William Brookfield', 'Robert Mundi', 'George Dawes Green', 'James Hadley Chase', 'Allison Burnett', 'Ben Hecht', 'M. Night Shyamalan', 'Howard Korder', 'Seth Michael Donsky', 'John Lutz']]
Predicted Ans:    Andrew Davis
Predicted Path:   Jackie Brown --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[written_by]--> Andrew Davis
Path (Raw):       Jackie Brown --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[written_by]--> Andrew Davis
Neg LogProb(↓):   0.979843
Path Entropy(↓):  2.111880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote love me or leave me
Start Entity:     Love Me or Leave Me
Gold Answer:      [['Isobel Lennart', 'Daniel Fuchs']]
Predicted Ans:    Isobel Lennart
Predicted Path:   Love Me or Leave Me --[written_by]--> Daniel Fuchs --[(INV) written_by]--> Love Me or Leave Me --[written_by]--> Isobel Lennart
Path (Raw):       Love Me or Leave Me --[written_by]--> Daniel Fuchs --[(INV) written_by]--> Love Me or Leave Me --[written_by]--> Isobel Lennart
Neg LogProb(↓):   0.819812
Path Entropy(↓):  1.485296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the four days of naples
Start Entity:     The Four Days of Naples
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   The Four Days of Naples --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Path (Raw):       The Four Days of Naples --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Neg LogProb(↓):   2.138373
Path Entropy(↓):  3.570809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with squirm fall under
Start Entity:     Squirm
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Squirm --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Blue Sunshine --[has_genre]--> Horror
Path (Raw):       Squirm --[directed_by]--> Jeff Lieberman --[(INV) directed_by]--> Blue Sunshine --[has_genre]--> Horror
Neg LogProb(↓):   0.215601
Path Entropy(↓):  0.589008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie rambling rose are directed by who
Start Entity:     Rambling Rose
Gold Answer:      [['Philip Kaufman', 'Josh Boone', 'John Polson', 'John Requa', 'Glenn Ficarra', 'Lasse Hallström', 'Basil Dearden', 'Dennis Hopper', 'Roland Joffé', 'Alexander Payne', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Robert Altman', 'Billy Bob Thornton', 'David Lynch', 'Mimi Leder', 'Jon Turteltaub', 'Matt Russell', 'Jane Anderson', 'George Lucas', 'Michael Corrente', 'David Atkins', 'Randa Haines', 'Gus Van Sant', 'Emilio Aragón', 'Wim Wenders', 'Marcus Adams', 'Joel Schumacher', 'Ramin Bahrani', 'Francis Ford Coppola', 'Victor Sjöström', 'Michael Winner', 'Steven Zaillian', 'Herbert Ross', 'Robert Duvall', 'Kevin Costner', 'Joe Johnston', 'Mike White', 'Aaron Schneider', 'Richard Pearce', 'Ulu Grosbard', 'Peter Werner', 'Frank Perry', 'John Sturges', 'David Dobkin', 'John Flynn', 'Sidney Lumet', 'Susan Montford', 'Roger Corman', 'Jack Clayton', 'Seth Gordon', 'Sam Peckinpah', 'Lewis John Carlino', 'Frank LaLoggia', 'Bruce Beresford', 'Tim McCanlies']]
Predicted Ans:    Roland Joffé
Predicted Path:   Rambling Rose --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Scarlet Letter --[directed_by]--> Roland Joffé
Path (Raw):       Rambling Rose --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Scarlet Letter --[directed_by]--> Roland Joffé
Neg LogProb(↓):   1.149715
Path Entropy(↓):  2.581695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mila parely appears in which movies
Start Entity:     Mila Parély
Gold Answer:      [['The Rules of the Game']]
Predicted Ans:    The Rules of the Game
Predicted Path:   Mila Parély --[(INV) starred_actors]--> The Rules of the Game --[starred_actors]--> Paulette Dubost --[(INV) starred_actors]--> The Rules of the Game
Path (Raw):       Mila Parély --[(INV) starred_actors]--> The Rules of the Game --[starred_actors]--> Paulette Dubost --[(INV) starred_actors]--> The Rules of the Game
Neg LogProb(↓):   0.000599
Path Entropy(↓):  0.005149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed dom hemingway
Start Entity:     Dom Hemingway
Gold Answer:      [['2005', '1999', '1991']]
Predicted Ans:    1999
Predicted Path:   Dom Hemingway --[directed_by]--> Richard Shepard --[(INV) directed_by]--> Oxygen --[release_year]--> 1999
Path (Raw):       Dom Hemingway --[directed_by]--> Richard Shepard --[(INV) directed_by]--> Oxygen --[release_year]--> 1999
Neg LogProb(↓):   0.361099
Path Entropy(↓):  0.860690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie senseless were in which genres
Start Entity:     Senseless
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Senseless --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part II --[has_genre]--> Comedy
Path (Raw):       Senseless --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part II --[has_genre]--> Comedy
Neg LogProb(↓):   0.164600
Path Entropy(↓):  0.429625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote life and nothing but
Start Entity:     Life and Nothing But
Gold Answer:      [['1976', '1980', '2010', '1999', '2002', '1984']]
Predicted Ans:    1980
Predicted Path:   Life and Nothing But --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> Death Watch --[release_year]--> 1980
Path (Raw):       Life and Nothing But --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> Death Watch --[release_year]--> 1980
Neg LogProb(↓):   0.140857
Path Entropy(↓):  0.542696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie swoon
Start Entity:     Swoon
Gold Answer:      [['Daniel Schlachet', 'Craig Chester']]
Predicted Ans:    Craig Chester
Predicted Path:   Swoon --[starred_actors]--> Craig Chester --[(INV) starred_actors]--> Swoon --[starred_actors]--> Craig Chester
Path (Raw):       Swoon --[starred_actors]--> Craig Chester --[(INV) starred_actors]--> Swoon --[starred_actors]--> Craig Chester
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000698
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe across the bridge
Start Entity:     Across the Bridge
Gold Answer:      [['ken annakin']]
Predicted Ans:    ken annakin
Predicted Path:   Across the Bridge --[has_tags]--> ken annakin --[(INV) has_tags]--> Across the Bridge --[has_tags]--> ken annakin
Path (Raw):       Across the Bridge --[has_tags]--> ken annakin --[(INV) has_tags]--> Across the Bridge --[has_tags]--> ken annakin
Neg LogProb(↓):   0.073946
Path Entropy(↓):  0.259220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by boris karloff
Start Entity:     Boris Karloff
Gold Answer:      [['Mary Shelley', 'Dudley Nichols', 'Curt Siodmak', 'Jan Read', 'Ulli Lommel', 'Robert Louis Stevenson', 'William Hogarth', 'Jimmy Sangster', 'Val Lewton', 'Ben Livingston', 'Hannah Shakespeare', 'J. Searle Dawley', 'Stephen Sommers', 'Richard Matheson', 'Preston A. Whitmore II', 'Jesper Ganslandt', 'Mario Bava', 'Edgar Allan Poe', 'John L. Balderston', 'Francis Edward Faragoh', 'Peggy Webling', 'Ardel Wray', 'Philip MacDonald', 'Garrett Fort', 'Anthony Paul Kelly', 'Edgar G. Ulmer']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Boris Karloff --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Boris Karloff --[No Operation]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   2.126671
Path Entropy(↓):  2.569623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by melissa muller were in which languages
Start Entity:     Melissa Müller
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Melissa Müller --[(INV) written_by]--> Downfall --[in_language]--> German
Path (Raw):       Melissa Müller --[No Operation]--> Melissa Müller --[(INV) written_by]--> Downfall --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of masahiro takashima starred movies
Start Entity:     Masahiro Takashima
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Masahiro Takashima --[(INV) starred_actors]--> Godzilla vs. Mechagodzilla II --[release_year]--> 1993
Path (Raw):       Masahiro Takashima --[No Operation]--> Masahiro Takashima --[(INV) starred_actors]--> Godzilla vs. Mechagodzilla II --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by allan scott release
Start Entity:     Allan Scott
Gold Answer:      [['2001', '1936', '1985', '1935', '1937']]
Predicted Ans:    1936
Predicted Path:   Allan Scott --[(INV) written_by]--> Follow the Fleet --[release_year]--> 1936
Path (Raw):       Allan Scott --[No Operation]--> Allan Scott --[(INV) written_by]--> Follow the Fleet --[release_year]--> 1936
Neg LogProb(↓):   0.547610
Path Entropy(↓):  1.058030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of fireproof also wrote movies
Start Entity:     Fireproof
Gold Answer:      [['Flywheel', 'Facing the Giants', 'Courageous']]
Predicted Ans:    Courageous
Predicted Path:   Fireproof --[written_by]--> Alex Kendrick --[(INV) written_by]--> Courageous
Path (Raw):       Fireproof --[written_by]--> Alex Kendrick --[(INV) written_by]--> Courageous --[No Operation]--> Courageous
Neg LogProb(↓):   0.172814
Path Entropy(↓):  0.610490
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the incredible shrinking woman
Start Entity:     The Incredible Shrinking Woman
Gold Answer:      [['The Legend of Hell House', 'The Omega Man', 'Cold Sweat', 'Loose Cannons', 'Duel', 'The Box', 'Moment by Moment', 'Trilogy of Terror', 'I Am Legend', 'The Raven', 'The Night Stalker', 'The Night Strangler', 'House of Usher', 'The Devil Rides Out', 'The Last Man on Earth', "Bram Stoker's Dracula", 'Somewhere in Time', 'Stir of Echoes', 'The Incredible Shrinking Man', 'What Dreams May Come', 'Real Steel']]
Predicted Ans:    The Raven
Predicted Path:   The Incredible Shrinking Woman --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven
Path (Raw):       The Incredible Shrinking Woman --[No Operation]--> The Incredible Shrinking Woman --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven
Neg LogProb(↓):   0.666378
Path Entropy(↓):  1.336186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film eaten alive
Start Entity:     Eaten Alive
Gold Answer:      [['1995', '2000', '1990', '2005', '1993', '2004', '1982', '1985', '1953', '1981', '1986', '1974']]
Predicted Ans:    1974
Predicted Path:   Eaten Alive --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Texas Chain Saw Massacre --[release_year]--> 1974
Path (Raw):       Eaten Alive --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Texas Chain Saw Massacre --[release_year]--> 1974
Neg LogProb(↓):   0.981250
Path Entropy(↓):  1.926742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by joseph stiglitz were directed by who
Start Entity:     Joseph Stiglitz
Gold Answer:      [['Ross Ashcroft']]
Predicted Ans:    Ross Ashcroft
Predicted Path:   Joseph Stiglitz --[(INV) starred_actors]--> Four Horsemen --[directed_by]--> Ross Ashcroft
Path (Raw):       Joseph Stiglitz --[No Operation]--> Joseph Stiglitz --[(INV) starred_actors]--> Four Horsemen --[directed_by]--> Ross Ashcroft
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is cut and run in
Start Entity:     Cut and Run
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Cut and Run --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Cut and Run --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.150230
Path Entropy(↓):  2.622871
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of white chicks
Start Entity:     White Chicks
Gold Answer:      [['Keenen Ivory Wayans', 'Antonio Fargas', 'Charles S. Dutton', 'Bernie Casey']]
Predicted Ans:    Keenen Ivory Wayans
Predicted Path:   White Chicks --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> A Low Down Dirty Shame --[starred_actors]--> Keenen Ivory Wayans
Path (Raw):       White Chicks --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> A Low Down Dirty Shame --[starred_actors]--> Keenen Ivory Wayans
Neg LogProb(↓):   0.555657
Path Entropy(↓):  1.282721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sebastian shaw co - starred with who
Start Entity:     Sebastian Shaw
Gold Answer:      [['Conrad Veidt', 'Marius Goring', 'Valerie Hobson']]
Predicted Ans:    Conrad Veidt
Predicted Path:   Sebastian Shaw --[(INV) starred_actors]--> The Spy in Black --[starred_actors]--> Conrad Veidt
Path (Raw):       Sebastian Shaw --[No Operation]--> Sebastian Shaw --[(INV) starred_actors]--> The Spy in Black --[starred_actors]--> Conrad Veidt
Neg LogProb(↓):   0.273922
Path Entropy(↓):  0.689247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by will vinton
Start Entity:     Will Vinton
Gold Answer:      [['Adventure', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   Will Vinton --[(INV) directed_by]--> The Adventures of Mark Twain --[has_genre]--> Adventure
Path (Raw):       Will Vinton --[No Operation]--> Will Vinton --[(INV) directed_by]--> The Adventures of Mark Twain --[has_genre]--> Adventure
Neg LogProb(↓):   0.702459
Path Entropy(↓):  0.745761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is model shop about
Start Entity:     Model Shop
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Model Shop --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Model Shop --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.651519
Path Entropy(↓):  0.700978
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of bob gosse directed films
Start Entity:     Bob Gosse
Gold Answer:      [['2001', '1997', '2009']]
Predicted Ans:    2001
Predicted Path:   Bob Gosse --[(INV) directed_by]--> Julie Johnson --[release_year]--> 2001
Path (Raw):       Bob Gosse --[No Operation]--> Bob Gosse --[(INV) directed_by]--> Julie Johnson --[release_year]--> 2001
Neg LogProb(↓):   0.689193
Path Entropy(↓):  0.729935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by joe dusic
Start Entity:     Joe Dusic
Gold Answer:      [['Ed Hansen']]
Predicted Ans:    Ed Hansen
Predicted Path:   Joe Dusic --[(INV) starred_actors]--> The Bikini Carwash Company --[directed_by]--> Ed Hansen
Path (Raw):       Joe Dusic --[No Operation]--> Joe Dusic --[(INV) starred_actors]--> The Bikini Carwash Company --[directed_by]--> Ed Hansen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the magician
Start Entity:     The Magician
Gold Answer:      [['Hawaii', 'Flash Gordon', 'Strange Brew', 'March or Die', 'Minority Report', 'Shame', 'The Exorcist', 'Pelle the Conqueror', 'The New Land', 'Hour of the Wolf', 'The Quiller Memorandum', 'Winter Light', 'Needful Things', 'The Seventh Seal', 'The Emigrants', 'Hamsun', 'The Night Visitor', 'What Dreams May Come', 'Three Days of the Condor']]
Predicted Ans:    The Night Visitor
Predicted Path:   The Magician --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> The Night Visitor
Path (Raw):       The Magician --[No Operation]--> The Magician --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> The Night Visitor
Neg LogProb(↓):   1.028212
Path Entropy(↓):  1.496041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie the son's room
Start Entity:     The Son's Room
Gold Answer:      [['nanni moretti']]
Predicted Ans:    nanni moretti
Predicted Path:   The Son's Room --[has_tags]--> nanni moretti --[(INV) has_tags]--> Caro diario --[has_tags]--> nanni moretti
Path (Raw):       The Son's Room --[has_tags]--> nanni moretti --[(INV) has_tags]--> Caro diario --[has_tags]--> nanni moretti
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with jill culton
Start Entity:     Jill Culton
Gold Answer:      [['Steve Bencich', 'Ron J. Friedman', 'Pete Docter', 'Jeff Pidgeon', 'Andrew Stanton', 'Daniel Gerson', 'Ralph Eggleston', 'Anthony Stacchi']]
Predicted Ans:    Andrew Stanton
Predicted Path:   Jill Culton --[(INV) written_by]--> Monsters, Inc. --[written_by]--> Andrew Stanton
Path (Raw):       Jill Culton --[No Operation]--> Jill Culton --[(INV) written_by]--> Monsters, Inc. --[written_by]--> Andrew Stanton
Neg LogProb(↓):   0.355997
Path Entropy(↓):  1.014369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film entrapment
Start Entity:     Entrapment
Gold Answer:      [['Philip Kaufman', 'John le Carré', 'Gregory Widen', 'Arthur H. Lewis', 'Peter Hyams', 'Johanna Harwood', 'Berkely Mather', 'Stanley Mann', 'John Huston', 'Jeffrey Boam', 'James Goldman', 'Michael Crichton', 'John Milius', 'Tom Stoppard', 'Edmund H. North', 'Alan Moore', "Kevin O'Neill", 'Lawrence Sanders', 'Richard Maibaum', 'David Mamet', 'John Hopkins', 'Joss Whedon', 'George Lucas', 'Michael Palin', 'John Boorman', 'Lawrence Edward Watkin', 'Tom Clancy', 'John Katzenbach', 'Terry Gilliam', 'Ian Fleming', 'Jack Whittingham', 'Kevin McClory', 'Rudyard Kipling', 'Eliot Ness', 'Zak Penn', 'Jay Presson Allen', 'Winston Graham', 'Roald Dahl', 'Frank Pierson', "Louis L'Amour", 'Michael Backes', 'Charles McCarry', 'Vincent Patrick', 'Richard Brooks', 'Elliott Baker', 'Umberto Eco', 'Mike Rich']]
Predicted Ans:    Richard Brooks
Predicted Path:   Entrapment --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Wrong Is Right --[written_by]--> Richard Brooks
Path (Raw):       Entrapment --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Wrong Is Right --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.371045
Path Entropy(↓):  1.234004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by remi bezancon
Start Entity:     Rémi Bezançon
Gold Answer:      [['2008', '2012']]
Predicted Ans:    2012
Predicted Path:   Rémi Bezançon --[(INV) directed_by]--> Zarafa --[release_year]--> 2012
Path (Raw):       Rémi Bezançon --[No Operation]--> Rémi Bezançon --[(INV) directed_by]--> Zarafa --[release_year]--> 2012
Neg LogProb(↓):   0.016765
Path Entropy(↓):  0.084626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in three of hearts also appears in which films
Start Entity:     Three of Hearts
Gold Answer:      [['Mr. Magoo', 'Fair Game', 'Backdraft', 'Virtuosity', "Heaven's Prisoners", 'Curly Sue', 'A Plumm Summer', 'Road House', 'Crime Zone', 'Sliver', 'Joe Somebody', 'Drugstore Cowboy', 'Just Write', 'Ruby', 'The Scenesters', 'Shattered Image', 'Fatal Instinct', 'Flatliners', 'Boxing Helena', 'Two Moon Junction', 'Virus']]
Predicted Ans:    Two Moon Junction
Predicted Path:   Three of Hearts --[starred_actors]--> Sherilyn Fenn --[(INV) starred_actors]--> Two Moon Junction
Path (Raw):       Three of Hearts --[starred_actors]--> Sherilyn Fenn --[No Operation]--> Sherilyn Fenn --[(INV) starred_actors]--> Two Moon Junction
Neg LogProb(↓):   0.513593
Path Entropy(↓):  1.063475
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is the magnificent seven
Start Entity:     The Magnificent Seven
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Magnificent Seven --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Magnificent Seven --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.027866
Path Entropy(↓):  2.585644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by teresa fabik in
Start Entity:     Teresa Fabik
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Teresa Fabik --[(INV) directed_by]--> The Ketchup Effect --[in_language]--> Swedish
Path (Raw):       Teresa Fabik --[No Operation]--> Teresa Fabik --[(INV) directed_by]--> The Ketchup Effect --[in_language]--> Swedish
Neg LogProb(↓):   0.000288
Path Entropy(↓):  0.002634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by michael gunton released
Start Entity:     Michael Gunton
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Michael Gunton --[(INV) written_by]--> One Life --[release_year]--> 2011
Path (Raw):       Michael Gunton --[No Operation]--> Michael Gunton --[(INV) written_by]--> One Life --[release_year]--> 2011
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film judas kiss
Start Entity:     Judas Kiss
Gold Answer:      [['Joel Hopkins', 'Sidney Carroll', 'Jack Davies', 'Patrice Leconte', 'William Kotzwinkle', 'Mike Nichols', 'David Howard', 'Kelly Marcel', 'Sue Smith', 'Christianna Brand', 'James Wong', 'Ethan Coen', 'Dror Soref', 'Brenda Chapman', 'Mark Andrews', 'Robert Gordon', 'Irene Mecchi', 'Emma Thompson', 'Jonathan Marc Sherman', 'Randall Miller', 'Steve Purcell', 'Randall Jahnson', 'Russell DeGrazier', 'Simon Beaufoy', 'David Koepp', 'Frank Whaley', 'Margaret Edson', 'Tim Chambers', 'Alan Rickman', 'Radha Bharadwaj', 'Stefan Zweig', 'Jérôme Tonnerre', 'Gerry Conlon', 'Richard Curtis', 'Sebastian Gutierrez', 'Stephen Poliakoff', 'Alan Brown', 'Milan Trenc', 'Joe Klein', 'Tom Cudworth', 'Jody Savin', 'Ross Schwartz', 'Alexander Key', 'Alvin Sargent', 'Thomas Lennon', 'Robert Rodriguez', 'Terry George', 'Robert Ben Garant', 'Jim Sheridan', 'Brian De Palma', 'Kazuo Ishiguro', 'Ruth Prawer Jhabvala']]
Predicted Ans:    Stephen Poliakoff
Predicted Path:   Judas Kiss --[starred_actors]--> Alan Rickman --[(INV) starred_actors]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Path (Raw):       Judas Kiss --[starred_actors]--> Alan Rickman --[(INV) starred_actors]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Neg LogProb(↓):   0.267865
Path Entropy(↓):  0.821130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of fear and loathing in las vegas
Start Entity:     Fear and Loathing in Las Vegas
Gold Answer:      [['Art Linson', 'Terry Jones', 'Bruce Robinson', 'Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   Fear and Loathing in Las Vegas --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[directed_by]--> Terry Gilliam
Path (Raw):       Fear and Loathing in Las Vegas --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[directed_by]--> Terry Gilliam
Neg LogProb(↓):   0.299332
Path Entropy(↓):  1.092584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film carmen
Start Entity:     Carmen
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Carmen --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Carmen --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   2.092023
Path Entropy(↓):  2.572697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by louis koo were written by who
Start Entity:     Louis Koo
Gold Answer:      [['Christopher Smith', 'Harold Pinter', 'Nicholas Mosley']]
Predicted Ans:    Christopher Smith
Predicted Path:   Louis Koo --[(INV) starred_actors]--> Triangle --[written_by]--> Christopher Smith
Path (Raw):       Louis Koo --[No Operation]--> Louis Koo --[(INV) starred_actors]--> Triangle --[written_by]--> Christopher Smith
Neg LogProb(↓):   0.004667
Path Entropy(↓):  0.029784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the bank job starred who
Start Entity:     The Bank Job
Gold Answer:      [['Madeleine Carroll', 'Jean Reno', 'Ronald Colman', 'Evan Rachel Wood', 'Kate Winslet', 'Hugh Jackman', 'Louis Calhern', 'Jim Sturgess', 'Lynne Frederick', 'Raymond Massey', 'Stewart Granger', 'Elke Sommer', 'Ian McKellen', 'Christopher Walken', 'Joe Anderson', 'Benicio Del Toro', 'Dana Fuchs', 'Jane Greer', 'Alicia Silverstone', 'Lionel Jeffries', 'Deborah Kerr', 'C. Aubrey Smith', 'Peter Sellers']]
Predicted Ans:    Stewart Granger
Predicted Path:   The Bank Job --[written_by]--> Ian La Frenais --[(INV) written_by]--> The Prisoner of Zenda --[starred_actors]--> Stewart Granger
Path (Raw):       The Bank Job --[written_by]--> Ian La Frenais --[(INV) written_by]--> The Prisoner of Zenda --[starred_actors]--> Stewart Granger
Neg LogProb(↓):   0.239336
Path Entropy(↓):  0.627209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of nightfall
Start Entity:     Nightfall
Gold Answer:      [['Lauren Bacall', 'Dyan Cannon', 'Jayne Mansfield', 'Omar Sharif', 'Humphrey Bogart', 'Robert Hossein', 'Dan Duryea']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Nightfall --[written_by]--> David Goodis --[(INV) written_by]--> Dark Passage --[starred_actors]--> Humphrey Bogart
Path (Raw):       Nightfall --[written_by]--> David Goodis --[(INV) written_by]--> Dark Passage --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.038621
Path Entropy(↓):  0.183305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the loves of pharaoh
Start Entity:     The Loves of Pharaoh
Gold Answer:      [['1922']]
Predicted Ans:    1922
Predicted Path:   The Loves of Pharaoh --[release_year]--> 1922 --[(INV) release_year]--> Nosferatu --[release_year]--> 1922
Path (Raw):       The Loves of Pharaoh --[release_year]--> 1922 --[(INV) release_year]--> Nosferatu --[release_year]--> 1922
Neg LogProb(↓):   0.998809
Path Entropy(↓):  1.725015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by joel cohen
Start Entity:     Joel Cohen
Gold Answer:      [['John Lasseter']]
Predicted Ans:    John Lasseter
Predicted Path:   Joel Cohen --[(INV) written_by]--> Toy Story --[directed_by]--> John Lasseter
Path (Raw):       Joel Cohen --[No Operation]--> Joel Cohen --[(INV) written_by]--> Toy Story --[directed_by]--> John Lasseter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by mary ure
Start Entity:     Mary Ure
Gold Answer:      [['Brian G. Hutton', 'Jack Cardiff', 'Tony Richardson']]
Predicted Ans:    Brian G. Hutton
Predicted Path:   Mary Ure --[(INV) starred_actors]--> Where Eagles Dare --[directed_by]--> Brian G. Hutton
Path (Raw):       Mary Ure --[No Operation]--> Mary Ure --[(INV) starred_actors]--> Where Eagles Dare --[directed_by]--> Brian G. Hutton
Neg LogProb(↓):   0.014953
Path Entropy(↓):  0.084621
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing no country for old men
Start Entity:     No Country for Old Men
Gold Answer:      [['tommy lee jones', 'thriller', 'cormac mccarthy', 'drama', 'landscape', 'josh brolin', 'texas', 'r', 'javier bardem', 'coen brothers']]
Predicted Ans:    landscape
Predicted Path:   No Country for Old Men --[has_tags]--> landscape --[(INV) has_tags]--> No Country for Old Men --[has_tags]--> landscape
Path (Raw):       No Country for Old Men --[has_tags]--> landscape --[(INV) has_tags]--> No Country for Old Men --[has_tags]--> landscape
Neg LogProb(↓):   0.007597
Path Entropy(↓):  0.053793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in beerfest
Start Entity:     Beerfest
Gold Answer:      [['Family', 'Fantasy', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Beerfest --[starred_actors]--> Cloris Leachman --[(INV) starred_actors]--> High Anxiety --[has_genre]--> Comedy
Path (Raw):       Beerfest --[starred_actors]--> Cloris Leachman --[(INV) starred_actors]--> High Anxiety --[has_genre]--> Comedy
Neg LogProb(↓):   0.406955
Path Entropy(↓):  0.823926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the red shoes fall under
Start Entity:     The Red Shoes
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   The Red Shoes --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       The Red Shoes --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.000072
Path Entropy(↓):  0.000899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of ocean's twelve starred who
Start Entity:     Ocean's Twelve
Gold Answer:      [['Jennifer Lopez', 'Lesley Ann Warren', 'Peter Gallagher', 'Gina Carano', 'Spalding Gray', 'George Clooney', 'Channing Tatum', 'Jüri Järvet', 'Luis Guzmán', 'Donatas Banionis', 'Barry Newman', 'Natalya Bondarchuk', 'David Duchovny', 'Jeremy Irons', 'Rooney Mara', 'Julia Roberts', 'Natascha McElhone', 'Terence Stamp', 'Benicio Del Toro', 'Matt Damon', 'Gwyneth Paltrow', 'Cate Blanchett', 'Ian Holm', 'Sasha Grey', 'Theresa Russell', 'Joel Grey', 'Alex Pettyfer', 'Debbie Doebereiner', 'Mary McCormack', 'Matthew McConaughey', 'Alison Elliott', 'Catherine Keener', 'Tobey Maguire']]
Predicted Ans:    Channing Tatum
Predicted Path:   Ocean's Twelve --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[starred_actors]--> Channing Tatum
Path (Raw):       Ocean's Twelve --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.801969
Path Entropy(↓):  1.215590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film tycoon were released in which years
Start Entity:     Tycoon
Gold Answer:      [['1970', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1973', '1953', '1947', '1932', '1956', '1943', '1976', '1948', '1972', '1971', '1989', '1942', '1940', '1961', '1955', '1962', '1934', '1949', '1975', '1966', '1950', '1960', '1965', '1945', '1937', '1969', '1952', '1930']]
Predicted Ans:    1948
Predicted Path:   Tycoon --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Path (Raw):       Tycoon --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.548061
Path Entropy(↓):  2.856021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with angus scrimm
Start Entity:     Angus Scrimm
Gold Answer:      [['Ron Perlman', 'Dominic Monaghan', 'Larry Fessenden', 'Elizabeth Kent', 'Marta Martin', 'Reggie Bannister', 'Bruce Campbell']]
Predicted Ans:    Reggie Bannister
Predicted Path:   Angus Scrimm --[(INV) starred_actors]--> Phantasm II --[starred_actors]--> Reggie Bannister
Path (Raw):       Angus Scrimm --[No Operation]--> Angus Scrimm --[(INV) starred_actors]--> Phantasm II --[starred_actors]--> Reggie Bannister
Neg LogProb(↓):   0.003399
Path Entropy(↓):  0.023205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the adventures of priscilla, queen of the desert
Start Entity:     The Adventures of Priscilla, Queen of the Desert
Gold Answer:      [['Thriller', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Adventures of Priscilla, Queen of the Desert --[written_by]--> Stephan Elliott --[(INV) written_by]--> Welcome to Woop Woop --[has_genre]--> Comedy
Path (Raw):       The Adventures of Priscilla, Queen of the Desert --[written_by]--> Stephan Elliott --[(INV) written_by]--> Welcome to Woop Woop --[has_genre]--> Comedy
Neg LogProb(↓):   0.010815
Path Entropy(↓):  0.061731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the beautician and the beast
Start Entity:     The Beautician and the Beast
Gold Answer:      [['Timothy Dalton', 'Fran Drescher']]
Predicted Ans:    Timothy Dalton
Predicted Path:   The Beautician and the Beast --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> The King's Whore --[starred_actors]--> Timothy Dalton
Path (Raw):       The Beautician and the Beast --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> The King's Whore --[starred_actors]--> Timothy Dalton
Neg LogProb(↓):   0.127204
Path Entropy(↓):  0.419507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for event horizon
Start Entity:     Event Horizon
Gold Answer:      [['Philip Eisner']]
Predicted Ans:    Philip Eisner
Predicted Path:   Event Horizon --[written_by]--> Philip Eisner --[(INV) written_by]--> Event Horizon --[written_by]--> Philip Eisner
Path (Raw):       Event Horizon --[written_by]--> Philip Eisner --[(INV) written_by]--> Event Horizon --[written_by]--> Philip Eisner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film jane eyre starred which actors
Start Entity:     Jane Eyre
Gold Answer:      [['Mia Wasikowska']]
Predicted Ans:    George C. Scott
Predicted Path:   Jane Eyre --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       Jane Eyre --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.369699
Path Entropy(↓):  0.927504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre does wonder bar fall under
Start Entity:     Wonder Bar
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Wonder Bar --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Wonder Bar --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.870587
Path Entropy(↓):  1.212415
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the town is quiet
Start Entity:     The Town Is Quiet
Gold Answer:      [['Casey Robinson', 'Robert Guédiguian']]
Predicted Ans:    Casey Robinson
Predicted Path:   The Town Is Quiet --[directed_by]--> Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[written_by]--> Casey Robinson
Path (Raw):       The Town Is Quiet --[directed_by]--> Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.001532
Path Entropy(↓):  0.012582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the monk
Start Entity:     The Monk
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Monk --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Monk --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.075108
Path Entropy(↓):  4.711452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor valerie harper co - starred with who
Start Entity:     Valerie Harper
Gold Answer:      [['Michelle Johnson', 'Joseph Bologna', 'Michael Caine']]
Predicted Ans:    Michael Caine
Predicted Path:   Valerie Harper --[(INV) starred_actors]--> Blame It on Rio --[starred_actors]--> Michael Caine
Path (Raw):       Valerie Harper --[No Operation]--> Valerie Harper --[(INV) starred_actors]--> Blame It on Rio --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.014676
Path Entropy(↓):  0.080375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by dick maas released
Start Entity:     Dick Maas
Gold Answer:      [['1995', '1988', '1965', '1999', '1986']]
Predicted Ans:    1965
Predicted Path:   Dick Maas --[(INV) directed_by]--> Do Not Disturb --[release_year]--> 1965
Path (Raw):       Dick Maas --[No Operation]--> Dick Maas --[(INV) directed_by]--> Do Not Disturb --[release_year]--> 1965
Neg LogProb(↓):   0.795319
Path Entropy(↓):  1.066252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the tomb released
Start Entity:     The Tomb
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The Tomb --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       The Tomb --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.543063
Path Entropy(↓):  4.787049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the art of getting by
Start Entity:     The Art of Getting By
Gold Answer:      [['Andrew Fleming', 'Holly Black', 'Roald Dahl', 'Lois Duncan', 'James Franco', 'Andy Cochran', 'Alice Hoffman', 'David Bowers', 'Jeff Lowell', 'Tony DiTerlizzi', 'Gia Coppola', 'Mark McCorkle', 'Derick Martini', 'Steven Martini', 'Osamu Tezuka']]
Predicted Ans:    Lois Duncan
Predicted Path:   The Art of Getting By --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[written_by]--> Lois Duncan
Path (Raw):       The Art of Getting By --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[written_by]--> Lois Duncan
Neg LogProb(↓):   0.346744
Path Entropy(↓):  0.713937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by scott roberts were released in which years
Start Entity:     Scott Roberts
Gold Answer:      [['2002', '1991']]
Predicted Ans:    1991
Predicted Path:   Scott Roberts --[(INV) written_by]--> K2 --[release_year]--> 1991
Path (Raw):       Scott Roberts --[No Operation]--> Scott Roberts --[(INV) written_by]--> K2 --[release_year]--> 1991
Neg LogProb(↓):   0.000825
Path Entropy(↓):  0.006678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in nightwatching also appears in which movies
Start Entity:     Nightwatching
Gold Answer:      [['Sister My Sister', 'The Gambler', 'The Children', 'Nativity!', 'Wake Wood', 'The All Together', 'Confetti']]
Predicted Ans:    The All Together
Predicted Path:   Nightwatching --[starred_actors]--> Martin Freeman --[(INV) starred_actors]--> The All Together
Path (Raw):       Nightwatching --[starred_actors]--> Martin Freeman --[No Operation]--> Martin Freeman --[(INV) starred_actors]--> The All Together
Neg LogProb(↓):   0.736992
Path Entropy(↓):  1.252591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by ernest goes to africa actors
Start Entity:     Ernest Goes to Africa
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ernest Goes to Africa --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Ernest Goes to Camp --[has_genre]--> Comedy
Path (Raw):       Ernest Goes to Africa --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Ernest Goes to Camp --[has_genre]--> Comedy
Neg LogProb(↓):   0.766552
Path Entropy(↓):  1.327628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by gretchen the greenhorn actors
Start Entity:     Gretchen the Greenhorn
Gold Answer:      [['Robert Dozier', "Adolphe d'Ennery", 'Eugène Cormon', 'Henry Morton Robinson']]
Predicted Ans:    Henry Morton Robinson
Predicted Path:   Gretchen the Greenhorn --[starred_actors]--> Dorothy Gish --[(INV) starred_actors]--> The Cardinal --[written_by]--> Henry Morton Robinson
Path (Raw):       Gretchen the Greenhorn --[starred_actors]--> Dorothy Gish --[(INV) starred_actors]--> The Cardinal --[written_by]--> Henry Morton Robinson
Neg LogProb(↓):   0.568183
Path Entropy(↓):  0.746304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by kelly lin
Start Entity:     Kelly Lin
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Kelly Lin --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       Kelly Lin --[No Operation]--> Kelly Lin --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of another man's poison
Start Entity:     Another Man's Poison
Gold Answer:      [['Now, Voyager', 'What Ever Happened to Baby Jane?', "It's Love I'm After", 'All This, and Heaven Too', 'Deception', "Twelve O'Clock High", 'Old Acquaintance', 'Madame Sin', 'The Star', 'The Nanny', 'Satan Met a Lady', 'The Anniversary', 'Dangerous', 'A Blueprint for Murder', 'Dark Victory', 'Marked Woman', 'The Man Who Came to Dinner', 'The Watcher in the Woods', 'The Catered Affair', 'In This Our Life', 'Kid Galahad', 'The Corn Is Green', 'The Dark Horse', 'The Petrified Forest', 'The Private Lives of Elizabeth and Essex', 'Ex-Lady', 'Dead Ringer', 'Beyond the Forest', 'Storm Center', 'The Great Lie', '20,000 Years in Sing Sing', 'The Cabin in the Cotton', 'All About Eve', 'A Stolen Life', 'Watch on the Rhine', 'Where Love Has Gone', 'The Whales of August', 'The Bride Came C.O.D.', 'Mr. Skeffington', 'The Letter', 'Pocketful of Miracles', 'Return from Witch Mountain', 'The Virgin Queen', 'Of Human Bondage', 'Thank Your Lucky Stars', 'Jezebel']]
Predicted Ans:    What Ever Happened to Baby Jane?
Predicted Path:   Another Man's Poison --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> What Ever Happened to Baby Jane?
Path (Raw):       Another Man's Poison --[starred_actors]--> Bette Davis --[No Operation]--> Bette Davis --[(INV) starred_actors]--> What Ever Happened to Baby Jane?
Neg LogProb(↓):   1.388023
Path Entropy(↓):  2.350626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of men with brooms
Start Entity:     Men with Brooms
Gold Answer:      [['Passchendaele', 'Aspen Extreme', 'Kissed', 'The Center of the World', 'Wonderland', 'Pure']]
Predicted Ans:    Passchendaele
Predicted Path:   Men with Brooms --[starred_actors]--> Paul Gross --[(INV) starred_actors]--> Passchendaele
Path (Raw):       Men with Brooms --[starred_actors]--> Paul Gross --[No Operation]--> Paul Gross --[(INV) starred_actors]--> Passchendaele
Neg LogProb(↓):   0.290569
Path Entropy(↓):  0.567874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the monster walks
Start Entity:     The Monster Walks
Gold Answer:      [['Penny Singleton', 'Arthur Lake']]
Predicted Ans:    Penny Singleton
Predicted Path:   The Monster Walks --[directed_by]--> Frank R. Strayer --[(INV) directed_by]--> Blondie on a Budget --[starred_actors]--> Penny Singleton
Path (Raw):       The Monster Walks --[directed_by]--> Frank R. Strayer --[(INV) directed_by]--> Blondie on a Budget --[starred_actors]--> Penny Singleton
Neg LogProb(↓):   0.602979
Path Entropy(↓):  0.700112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the adventures of sherlock holmes, when was it released
Start Entity:     The Adventures of Sherlock Holmes
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   The Adventures of Sherlock Holmes --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       The Adventures of Sherlock Holmes --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   1.334924
Path Entropy(↓):  2.806572
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie picnic on the grass about
Start Entity:     Picnic on the Grass
Gold Answer:      [['jean renoir']]
Predicted Ans:    jean renoir
Predicted Path:   Picnic on the Grass --[has_tags]--> jean renoir --[(INV) has_tags]--> French Cancan --[has_tags]--> jean renoir
Path (Raw):       Picnic on the Grass --[has_tags]--> jean renoir --[(INV) has_tags]--> French Cancan --[has_tags]--> jean renoir
Neg LogProb(↓):   0.227110
Path Entropy(↓):  0.670098
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of luis garcia berlanga written movies
Start Entity:     Luis García Berlanga
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Luis García Berlanga --[(INV) written_by]--> Welcome Mr. Marshall! --[release_year]--> 1953
Path (Raw):       Luis García Berlanga --[No Operation]--> Luis García Berlanga --[(INV) written_by]--> Welcome Mr. Marshall! --[release_year]--> 1953
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000527
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in pitch black
Start Entity:     Pitch Black
Gold Answer:      [['Stephen Frears', 'Emilio Estevez', 'John Musker', 'Ron Clements', 'Christophe Gans', 'Bruce Hunt', 'Ben Younger', 'Vin Diesel', 'Harald Zwart', 'Ken Burns', 'Tony Scott', 'Lisa Cholodenko', 'Jonathan Mostow', 'Paul Abascal', 'Justin Lin', 'Greg Mclean', 'John Ireland', 'Petter Næss', 'Olatunde Osunsanmi', 'Mathieu Kassovitz', 'Marc Forster', 'Rob Cohen', 'Stuart Orme', 'Joel Schumacher', 'John Carpenter', 'William Kaufman', 'Brad Bird', 'Robert Benton', 'George A. Romero', 'John Singleton', 'Allen Hughes', 'Sidney Lumet', 'James Gunn', 'Breck Eisner', 'Adam Shankman', 'F. Gary Gray', 'David Twohy']]
Predicted Ans:    Rob Cohen
Predicted Path:   Pitch Black --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Path (Raw):       Pitch Black --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Neg LogProb(↓):   1.018280
Path Entropy(↓):  1.565880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of it came from outer space
Start Entity:     It Came from Outer Space
Gold Answer:      [['Peter Hyams', 'Stuart Gordon', 'John Huston', 'Jack Smight', 'Jack Clayton', 'François Truffaut']]
Predicted Ans:    Jack Clayton
Predicted Path:   It Came from Outer Space --[written_by]--> Ray Bradbury --[(INV) written_by]--> Something Wicked This Way Comes --[directed_by]--> Jack Clayton
Path (Raw):       It Came from Outer Space --[written_by]--> Ray Bradbury --[(INV) written_by]--> Something Wicked This Way Comes --[directed_by]--> Jack Clayton
Neg LogProb(↓):   0.152428
Path Entropy(↓):  0.603495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by hector olivera release
Start Entity:     Héctor Olivera
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Héctor Olivera --[(INV) directed_by]--> Barbarian Queen --[release_year]--> 1985
Path (Raw):       Héctor Olivera --[No Operation]--> Héctor Olivera --[(INV) directed_by]--> Barbarian Queen --[release_year]--> 1985
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by akemi yamaguchi
Start Entity:     Akemi Yamaguchi
Gold Answer:      [['Isao Takahata']]
Predicted Ans:    Isao Takahata
Predicted Path:   Akemi Yamaguchi --[(INV) starred_actors]--> Grave of the Fireflies --[directed_by]--> Isao Takahata
Path (Raw):       Akemi Yamaguchi --[No Operation]--> Akemi Yamaguchi --[(INV) starred_actors]--> Grave of the Fireflies --[directed_by]--> Isao Takahata
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in sahara
Start Entity:     Sahara
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Sahara --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       Sahara --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.521853
Path Entropy(↓):  2.558223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the purple rose of cairo
Start Entity:     The Purple Rose of Cairo
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1979', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1971', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1984
Predicted Path:   The Purple Rose of Cairo --[directed_by]--> Woody Allen --[(INV) directed_by]--> Broadway Danny Rose --[release_year]--> 1984
Path (Raw):       The Purple Rose of Cairo --[directed_by]--> Woody Allen --[(INV) directed_by]--> Broadway Danny Rose --[release_year]--> 1984
Neg LogProb(↓):   2.551519
Path Entropy(↓):  3.443955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in dear heart
Start Entity:     Dear Heart
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Dear Heart --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[has_genre]--> Western
Path (Raw):       Dear Heart --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal --[has_genre]--> Western
Neg LogProb(↓):   1.018811
Path Entropy(↓):  2.240997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does marlene jobert appear in
Start Entity:     Marlène Jobert
Gold Answer:      [['Very Happy Alexander', 'Masculin Féminin']]
Predicted Ans:    Very Happy Alexander
Predicted Path:   Marlène Jobert --[(INV) starred_actors]--> Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander
Path (Raw):       Marlène Jobert --[(INV) starred_actors]--> Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander
Neg LogProb(↓):   0.017158
Path Entropy(↓):  0.091197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie livid are written by who
Start Entity:     Livid
Gold Answer:      [['Bima Stagg', 'Julien Maury', 'Alexandre Bustillo']]
Predicted Ans:    Julien Maury
Predicted Path:   Livid --[directed_by]--> Alexandre Bustillo --[(INV) directed_by]--> Inside --[written_by]--> Julien Maury
Path (Raw):       Livid --[directed_by]--> Alexandre Bustillo --[(INV) directed_by]--> Inside --[written_by]--> Julien Maury
Neg LogProb(↓):   0.537978
Path Entropy(↓):  0.984443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film ash wednesday was written by who
Start Entity:     Ash Wednesday
Gold Answer:      [['Edward Burns']]
Predicted Ans:    Edward Burns
Predicted Path:   Ash Wednesday --[written_by]--> Edward Burns --[(INV) written_by]--> The Groomsmen --[written_by]--> Edward Burns
Path (Raw):       Ash Wednesday --[written_by]--> Edward Burns --[(INV) written_by]--> The Groomsmen --[written_by]--> Edward Burns
Neg LogProb(↓):   0.205325
Path Entropy(↓):  0.595427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of goldeneye
Start Entity:     GoldenEye
Gold Answer:      [['Hulk', 'Dr. No', 'Thunderball', 'Never Say Never Again', 'Casino Royale', 'Licence to Kill', 'Chitty Chitty Bang Bang']]
Predicted Ans:    Dr. No
Predicted Path:   GoldenEye --[written_by]--> Ian Fleming --[(INV) written_by]--> Dr. No
Path (Raw):       GoldenEye --[written_by]--> Ian Fleming --[(INV) written_by]--> Dr. No --[No Operation]--> Dr. No
Neg LogProb(↓):   0.343374
Path Entropy(↓):  0.975616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did billie letts write
Start Entity:     Billie Letts
Gold Answer:      [['Where the Heart Is']]
Predicted Ans:    Where the Heart Is
Predicted Path:   Billie Letts --[(INV) written_by]--> Where the Heart Is --[written_by]--> Billie Letts --[(INV) written_by]--> Where the Heart Is
Path (Raw):       Billie Letts --[(INV) written_by]--> Where the Heart Is --[written_by]--> Billie Letts --[(INV) written_by]--> Where the Heart Is
Neg LogProb(↓):   0.734504
Path Entropy(↓):  0.855511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by goldie hawn were released in which years
Start Entity:     Goldie Hawn
Gold Answer:      [['1980', '1978', '1970', '1975', '1972', '1971', '1990', '1992', '1991', '1982', '1969', '1996', '1999', '2002', '1987', '1986', '1974', '1984']]
Predicted Ans:    1984
Predicted Path:   Goldie Hawn --[(INV) starred_actors]--> Protocol --[release_year]--> 1984
Path (Raw):       Goldie Hawn --[No Operation]--> Goldie Hawn --[(INV) starred_actors]--> Protocol --[release_year]--> 1984
Neg LogProb(↓):   1.389259
Path Entropy(↓):  2.164629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by enrico lo verso
Start Entity:     Enrico Lo Verso
Gold Answer:      [['Gérard Corbiau']]
Predicted Ans:    Gérard Corbiau
Predicted Path:   Enrico Lo Verso --[(INV) starred_actors]--> Farinelli --[written_by]--> Gérard Corbiau
Path (Raw):       Enrico Lo Verso --[No Operation]--> Enrico Lo Verso --[(INV) starred_actors]--> Farinelli --[written_by]--> Gérard Corbiau
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by chris miller
Start Entity:     Chris Miller
Gold Answer:      [['Eric Darnell', 'Michael Colton', 'John Aboud', 'Tom McGrath']]
Predicted Ans:    Harold Ramis
Predicted Path:   Chris Miller --[(INV) written_by]--> Animal House --[written_by]--> Harold Ramis
Path (Raw):       Chris Miller --[No Operation]--> Chris Miller --[(INV) written_by]--> Animal House --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.003073
Path Entropy(↓):  0.023492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed flirtation walk
Start Entity:     Flirtation Walk
Gold Answer:      [['1948', '1933', '1957', '1940', '1936', '1938', '1929', '1927', '1932', '1945', '1987', '1937', '1931', '1943']]
Predicted Ans:    1934
Predicted Path:   Flirtation Walk --[directed_by]--> Frank Borzage --[(INV) directed_by]--> Flirtation Walk --[release_year]--> 1934
Path (Raw):       Flirtation Walk --[directed_by]--> Frank Borzage --[(INV) directed_by]--> Flirtation Walk --[release_year]--> 1934
Neg LogProb(↓):   1.320750
Path Entropy(↓):  2.077699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the film boyz n the hood released
Start Entity:     Boyz n the Hood
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Boyz n the Hood --[release_year]--> 1991 --[(INV) release_year]--> Flirting --[release_year]--> 1991
Path (Raw):       Boyz n the Hood --[release_year]--> 1991 --[(INV) release_year]--> Flirting --[release_year]--> 1991
Neg LogProb(↓):   3.128763
Path Entropy(↓):  4.466523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie rush about
Start Entity:     Rush
Gold Answer:      [['racing', 'rivalry', 'sports', 'ron howard']]
Predicted Ans:    cops
Predicted Path:   Rush --[has_tags]--> cops --[(INV) has_tags]--> Electra Glide in Blue --[has_tags]--> cops
Path (Raw):       Rush --[has_tags]--> cops --[(INV) has_tags]--> Electra Glide in Blue --[has_tags]--> cops
Neg LogProb(↓):   0.101577
Path Entropy(↓):  0.345367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the main language in backstage
Start Entity:     Backstage
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Backstage --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Backstage --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.003641
Path Entropy(↓):  2.991706
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie moliere
Start Entity:     Molière
Gold Answer:      [['Romain Duris', 'Fabrice Luchini']]
Predicted Ans:    Romain Duris
Predicted Path:   Molière --[starred_actors]--> Romain Duris --[(INV) starred_actors]--> Populaire --[starred_actors]--> Romain Duris
Path (Raw):       Molière --[starred_actors]--> Romain Duris --[(INV) starred_actors]--> Populaire --[starred_actors]--> Romain Duris
Neg LogProb(↓):   0.007137
Path Entropy(↓):  0.047780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by elina lowensohn were in which languages
Start Entity:     Elina Löwensohn
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Elina Löwensohn --[(INV) starred_actors]--> Sombre --[in_language]--> French
Path (Raw):       Elina Löwensohn --[No Operation]--> Elina Löwensohn --[(INV) starred_actors]--> Sombre --[in_language]--> French
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of black book
Start Entity:     Black Book
Gold Answer:      [['Arnold Schwarzenegger', 'Kate Beckinsale', 'Monique van de Ven', 'Elizabeth Berkley', 'Josh Brolin', 'Hans van Tongeren', 'Maarten Spanjer', 'Michael Douglas', 'Rachel Ticotin', 'Jeroen Krabbé', 'Gary Oldman', 'Colin Farrell', 'Jessica Biel', 'Elisabeth Shue', 'Ronny Cox', 'Sharon Stone', 'Gina Gershon', 'Kyle MacLachlan', 'Joel Kinnaman', 'Michael Keaton', 'Bryan Cranston', 'Kevin Bacon', 'Rutger Hauer', "Dan O'Herlihy", 'Peter Weller', 'Nancy Allen']]
Predicted Ans:    Sebastian Koch
Predicted Path:   Black Book --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Black Book --[starred_actors]--> Sebastian Koch
Path (Raw):       Black Book --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Black Book --[starred_actors]--> Sebastian Koch
Neg LogProb(↓):   1.280039
Path Entropy(↓):  1.752330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the writer of the mod squad
Start Entity:     The Mod Squad
Gold Answer:      [['Scott Silver']]
Predicted Ans:    Scott Silver
Predicted Path:   The Mod Squad --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile --[written_by]--> Scott Silver
Path (Raw):       The Mod Squad --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile --[written_by]--> Scott Silver
Neg LogProb(↓):   0.682172
Path Entropy(↓):  0.693086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by carlyle eubank were released in which years
Start Entity:     Carlyle Eubank
Gold Answer:      [['2014', '2007']]
Predicted Ans:    2014
Predicted Path:   Carlyle Eubank --[(INV) written_by]--> The Signal --[release_year]--> 2014
Path (Raw):       Carlyle Eubank --[No Operation]--> Carlyle Eubank --[(INV) written_by]--> The Signal --[release_year]--> 2014
Neg LogProb(↓):   0.366462
Path Entropy(↓):  0.616531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did tamara toumanova star in
Start Entity:     Tamara Toumanova
Gold Answer:      [['Days of Glory']]
Predicted Ans:    Days of Glory
Predicted Path:   Tamara Toumanova --[(INV) starred_actors]--> Days of Glory --[starred_actors]--> Tamara Toumanova --[(INV) starred_actors]--> Days of Glory
Path (Raw):       Tamara Toumanova --[(INV) starred_actors]--> Days of Glory --[starred_actors]--> Tamara Toumanova --[(INV) starred_actors]--> Days of Glory
Neg LogProb(↓):   0.000718
Path Entropy(↓):  0.006437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by pupi avati
Start Entity:     Pupi Avati
Gold Answer:      [['Cliff Robertson', 'Henry Fonda', 'Taye Diggs', 'Morris Chestnut', 'Nia Long']]
Predicted Ans:    Morris Chestnut
Predicted Path:   Pupi Avati --[(INV) written_by]--> The Best Man --[starred_actors]--> Morris Chestnut
Path (Raw):       Pupi Avati --[No Operation]--> Pupi Avati --[(INV) written_by]--> The Best Man --[starred_actors]--> Morris Chestnut
Neg LogProb(↓):   0.238910
Path Entropy(↓):  0.662305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by harry carey jr.
Start Entity:     Harry Carey Jr.
Gold Answer:      [['Frank S. Nugent', 'Laurence Stallings', 'Peter B. Kyne']]
Predicted Ans:    John Ford
Predicted Path:   Harry Carey Jr. --[(INV) starred_actors]--> Wagon Master --[directed_by]--> John Ford
Path (Raw):       Harry Carey Jr. --[No Operation]--> Harry Carey Jr. --[(INV) starred_actors]--> Wagon Master --[directed_by]--> John Ford
Neg LogProb(↓):   0.015807
Path Entropy(↓):  0.084559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did albert hall act in
Start Entity:     Albert Hall
Gold Answer:      [['Malcolm X', 'Rookie of the Year']]
Predicted Ans:    Rookie of the Year
Predicted Path:   Albert Hall --[(INV) starred_actors]--> Rookie of the Year --[starred_actors]--> Amy Morton --[(INV) starred_actors]--> Rookie of the Year
Path (Raw):       Albert Hall --[(INV) starred_actors]--> Rookie of the Year --[starred_actors]--> Amy Morton --[(INV) starred_actors]--> Rookie of the Year
Neg LogProb(↓):   0.053594
Path Entropy(↓):  0.208333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the mummy returns
Start Entity:     The Mummy Returns
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Mummy Returns --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       The Mummy Returns --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.327964
Path Entropy(↓):  2.052886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie support your local gunfighter
Start Entity:     Support Your Local Gunfighter
Gold Answer:      [['Clair Huffaker', 'Joseph Heller', 'William Bowers', 'Larry Cohen', 'David Markson', 'Burt Kennedy']]
Predicted Ans:    Burt Kennedy
Predicted Path:   Support Your Local Gunfighter --[directed_by]--> Burt Kennedy --[(INV) directed_by]--> The Train Robbers --[written_by]--> Burt Kennedy
Path (Raw):       Support Your Local Gunfighter --[directed_by]--> Burt Kennedy --[(INV) directed_by]--> The Train Robbers --[written_by]--> Burt Kennedy
Neg LogProb(↓):   0.350535
Path Entropy(↓):  1.038904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by antonio moreno were directed by who
Start Entity:     Antonio Moreno
Gold Answer:      [['Jack Arnold', 'Fred Niblo']]
Predicted Ans:    Fred Niblo
Predicted Path:   Antonio Moreno --[(INV) starred_actors]--> The Temptress --[directed_by]--> Fred Niblo
Path (Raw):       Antonio Moreno --[No Operation]--> Antonio Moreno --[(INV) starred_actors]--> The Temptress --[directed_by]--> Fred Niblo
Neg LogProb(↓):   0.084428
Path Entropy(↓):  0.281114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film ed wood were in which languages
Start Entity:     Ed Wood
Gold Answer:      [['French', 'English', 'Danish', 'Italian']]
Predicted Ans:    Danish
Predicted Path:   Ed Wood --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Path (Raw):       Ed Wood --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Neg LogProb(↓):   0.049763
Path Entropy(↓):  0.208750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of a song to remember starred who
Start Entity:     A Song to Remember
Gold Answer:      [['Louis Jourdan', 'Helen Hayes', 'Claire Trevor', 'Eddie Albert', 'Gary Cooper', 'Randolph Scott', 'Mitzi Gaynor', 'Adolphe Menjou', 'Doris Day', 'Jeanne Crain', 'Louis Hayward', 'James Cagney', 'Glenn Ford', 'Grace Kelly', 'Agnes Moorehead', 'Cameron Mitchell', 'Rita Hayworth', 'Alec Guinness', 'Gene Kelly', 'Frank Sinatra', 'Ida Lupino']]
Predicted Ans:    Doris Day
Predicted Path:   A Song to Remember --[directed_by]--> Charles Vidor --[(INV) directed_by]--> Love Me or Leave Me --[starred_actors]--> Doris Day
Path (Raw):       A Song to Remember --[directed_by]--> Charles Vidor --[(INV) directed_by]--> Love Me or Leave Me --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.155325
Path Entropy(↓):  0.599597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed three came home
Start Entity:     Three Came Home
Gold Answer:      [['David Divine', 'Theodore Bonnet', 'Edith R. Sommer', 'John H. Secondari', 'Merle Miller', 'Louis Bromfield', 'Zachary Gold', 'John Huston', 'Irma von Cube', 'Phoebe Ephron', 'Henry Ephron', 'I.A.R. Wylie', 'James Cameron', 'Clifford Odets', 'Allen Vincent', 'John Patrick', 'Frank Gruber', 'Dwight Taylor', 'Ivan Moffat', 'Nunnally Johnson', 'Jean Webster', 'Eric Ambler', 'Katherine Albert', 'Fannie Hurst', 'Howard Koch', 'Dale Eunson', 'W.R. Burnett', 'Mann Rubin', 'Rona Jaffe']]
Predicted Ans:    Eric Ambler
Predicted Path:   Three Came Home --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> The Mask of Dimitrios --[written_by]--> Eric Ambler
Path (Raw):       Three Came Home --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> The Mask of Dimitrios --[written_by]--> Eric Ambler
Neg LogProb(↓):   0.886360
Path Entropy(↓):  1.932683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the haunted mansion
Start Entity:     The Haunted Mansion
Gold Answer:      [['Stuart Little 2', 'Flypaper', 'The Forbidden Kingdom', 'Stuart Little', 'The Lion King']]
Predicted Ans:    The Forbidden Kingdom
Predicted Path:   The Haunted Mansion --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom
Path (Raw):       The Haunted Mansion --[No Operation]--> The Haunted Mansion --[directed_by]--> Rob Minkoff --[(INV) directed_by]--> The Forbidden Kingdom
Neg LogProb(↓):   0.057962
Path Entropy(↓):  0.247847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is private confessions in
Start Entity:     Private Confessions
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Private Confessions --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       Private Confessions --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.256756
Path Entropy(↓):  2.282983
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the devil's in the details
Start Entity:     The Devil's in the Details
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Devil's in the Details --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Devil's in the Details --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.603596
Path Entropy(↓):  2.913444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of choking man
Start Entity:     Choking Man
Gold Answer:      [['Family', 'Fantasy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Choking Man --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man --[has_genre]--> Drama
Path (Raw):       Choking Man --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed a sunday in the country
Start Entity:     A Sunday in the Country
Gold Answer:      [['Bertrand Tavernier']]
Predicted Ans:    Bertrand Tavernier
Predicted Path:   A Sunday in the Country --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[directed_by]--> Bertrand Tavernier
Path (Raw):       A Sunday in the Country --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[directed_by]--> Bertrand Tavernier
Neg LogProb(↓):   0.429416
Path Entropy(↓):  0.731348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the captain's paradise in a few words
Start Entity:     The Captain's Paradise
Gold Answer:      [['british comedy', 'alec guinness']]
Predicted Ans:    alec guinness
Predicted Path:   The Captain's Paradise --[has_tags]--> alec guinness --[(INV) has_tags]--> The Man in the White Suit --[has_tags]--> alec guinness
Path (Raw):       The Captain's Paradise --[has_tags]--> alec guinness --[(INV) has_tags]--> The Man in the White Suit --[has_tags]--> alec guinness
Neg LogProb(↓):   0.000276
Path Entropy(↓):  0.002697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the roaring twenties
Start Entity:     The Roaring Twenties
Gold Answer:      [['Jerry Wald', 'Mark Hellinger', 'Richard Macaulay', 'Robert Rossen']]
Predicted Ans:    Robert Rossen
Predicted Path:   The Roaring Twenties --[written_by]--> Mark Hellinger --[(INV) written_by]--> The Roaring Twenties --[written_by]--> Robert Rossen
Path (Raw):       The Roaring Twenties --[written_by]--> Mark Hellinger --[(INV) written_by]--> The Roaring Twenties --[written_by]--> Robert Rossen
Neg LogProb(↓):   0.886739
Path Entropy(↓):  1.608746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed hamsun
Start Entity:     Hamsun
Gold Answer:      [['Jan Troell']]
Predicted Ans:    Jan Troell
Predicted Path:   Hamsun --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[directed_by]--> Jan Troell
Path (Raw):       Hamsun --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[directed_by]--> Jan Troell
Neg LogProb(↓):   0.052803
Path Entropy(↓):  0.207942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the day of the beast
Start Entity:     The Day of the Beast
Gold Answer:      [['Santiago Segura']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   The Day of the Beast --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[directed_by]--> Álex de la Iglesia
Path (Raw):       The Day of the Beast --[starred_actors]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[directed_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.061008
Path Entropy(↓):  0.253043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was recount released
Start Entity:     Recount
Gold Answer:      [['2008']]
Predicted Ans:    jay roach
Predicted Path:   Recount --[has_tags]--> jay roach --[(INV) has_tags]--> Dinner for Schmucks --[has_tags]--> jay roach
Path (Raw):       Recount --[has_tags]--> jay roach --[(INV) has_tags]--> Dinner for Schmucks --[has_tags]--> jay roach
Neg LogProb(↓):   1.285808
Path Entropy(↓):  1.820762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with reg traviss
Start Entity:     Reg Traviss
Gold Answer:      [['Michael Armstrong']]
Predicted Ans:    Reg Traviss
Predicted Path:   Reg Traviss --[(INV) written_by]--> Psychosis --[written_by]--> Reg Traviss
Path (Raw):       Reg Traviss --[No Operation]--> Reg Traviss --[(INV) written_by]--> Psychosis --[written_by]--> Reg Traviss
Neg LogProb(↓):   0.068755
Path Entropy(↓):  0.244345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by nahid persson
Start Entity:     Nahid Persson
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Nahid Persson --[(INV) starred_actors]--> The Queen and I --[has_genre]--> Documentary
Path (Raw):       Nahid Persson --[No Operation]--> Nahid Persson --[(INV) starred_actors]--> The Queen and I --[has_genre]--> Documentary
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie jumper are written by who
Start Entity:     Jumper
Gold Answer:      [['Walter Hill', 'Gabriele Muccino', 'Frances Mayes', 'Hergé', 'Edward Zwick', 'Paul Haggis', 'Jerry Siegel', 'Larry Gross', 'Oscar Saul', 'Arie Posin', 'Avery Duff', 'Peter Allen', 'Nicholas Sparks', 'David S. Goyer', 'Zac Stanford', 'Rosemary Sutcliff', 'William Broyles Jr.', 'Sebastian Junger', 'Nechama Tec', 'Lars von Trier', 'Gary David Goldberg', 'Claire Cook', 'Tennessee Williams', 'Joe Cornish', 'Francis Ford Coppola', 'Steven Moffat', 'Wesley Strick', 'Gabriel Casseus', 'Allan Burns', 'Jeremy Brock', 'Joby Harold', 'Emmanuel Benbihy', 'Edgar Wright', 'Audrey Wells', 'Natalie Portman', 'Thomas Babe', 'Elmore Leonard', 'Alvin Sargent', 'William Kennedy', 'John Luessenhop', 'Dirk Wittenborn', 'Claude Chabrol', 'Dexter Fletcher', 'Stacy Cochran', 'Lee Hall', 'Billy Ray', 'David Gordon Green']]
Predicted Ans:    Walter Hill
Predicted Path:   Jumper --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[written_by]--> Walter Hill
Path (Raw):       Jumper --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[written_by]--> Walter Hill
Neg LogProb(↓):   1.417113
Path Entropy(↓):  1.164203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of fitzwilly
Start Entity:     Fitzwilly
Gold Answer:      [['Marsha Hunt', 'Barbara Stanwyck', 'Ava Gardner', 'Glynis Johns', 'David Niven', 'James Cagney', 'Janis Paige', 'Robert Mitchum', 'Doris Day', 'Van Heflin', 'Cameron Mitchell', 'Spring Byington', 'Barbra Streisand', 'Peter Ustinov', 'Deborah Kerr', 'James Mason', 'Richard Carlson']]
Predicted Ans:    David Niven
Predicted Path:   Fitzwilly --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Path (Raw):       Fitzwilly --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[starred_actors]--> David Niven
Neg LogProb(↓):   0.243671
Path Entropy(↓):  0.574512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie when willie comes marching home
Start Entity:     When Willie Comes Marching Home
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', "Eugene O'Neill", 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Dorothy M. Johnson', 'James Gould Cozzens', 'Winston Miller', 'Richard Llewellyn', 'Walter D. Edmonds', 'Frank S. Nugent', 'Roy Huggins', "Liam O'Flaherty", 'James Warner Bellah', 'Maxwell Anderson', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Philip MacDonald', 'Robert Riskin', 'Maurice Walsh', 'Will Cook', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Dan Gordon', 'Garrett Fort', "Sean O'Casey", 'John McCormick', 'William L. White', 'Graham Greene', 'Thomas Heggen', 'Norah Lofts', 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Marty Maher', 'Willis Goldbeck']]
Predicted Ans:    Dudley Nichols
Predicted Path:   When Willie Comes Marching Home --[directed_by]--> John Ford --[(INV) directed_by]--> The Informer --[written_by]--> Dudley Nichols
Path (Raw):       When Willie Comes Marching Home --[directed_by]--> John Ford --[(INV) directed_by]--> The Informer --[written_by]--> Dudley Nichols
Neg LogProb(↓):   2.531262
Path Entropy(↓):  3.189303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with tiresia fall under
Start Entity:     Tiresia
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> Saint Laurent --[has_genre]--> Drama
Path (Raw):       Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> Saint Laurent --[has_genre]--> Drama
Neg LogProb(↓):   0.193017
Path Entropy(↓):  0.569785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of hollow point
Start Entity:     Hollow Point
Gold Answer:      [['Richard Pryor', 'Rodney Dangerfield', 'Jackée Harry', 'Ilene Graff', 'Marlon Brando', 'Andrew Stevens', 'Nigel Green', 'Michael Caine', 'Guy Doleman', 'Diana Ross', 'Robert Redford', 'Michael J. Pollard', 'Lauren Hutton', 'Dolph Lundgren', 'Stan Shaw', 'Billy Dee Williams', 'Jonathan Brandis', 'Shanley Caswell', 'James T. Callahan', 'Alex Karzis', 'Michael Lembeck', 'Jason Gedrick', 'John Saxon', 'Anjanette Comer']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Hollow Point --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[starred_actors]--> Dolph Lundgren
Path (Raw):       Hollow Point --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[starred_actors]--> Dolph Lundgren
Neg LogProb(↓):   0.109116
Path Entropy(↓):  0.439341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by richard wilson
Start Entity:     Richard Wilson
Gold Answer:      [['Yul Brynner', 'Robert Mitchum', 'Henry Hull', 'George Segal', 'Jan Sterling']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Richard Wilson --[(INV) written_by]--> Man with the Gun --[starred_actors]--> Robert Mitchum
Path (Raw):       Richard Wilson --[No Operation]--> Richard Wilson --[(INV) written_by]--> Man with the Gun --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.003671
Path Entropy(↓):  0.025109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie crush
Start Entity:     Crush
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Crush --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Crush --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.237334
Path Entropy(↓):  4.478277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in mobsters
Start Entity:     Mobsters
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Mobsters --[starred_actors]--> Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[in_language]--> English
Path (Raw):       Mobsters --[starred_actors]--> Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[in_language]--> English
Neg LogProb(↓):   0.758228
Path Entropy(↓):  0.929261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film two bits
Start Entity:     Two Bits
Gold Answer:      [['Jim Thompson', 'James Foley', 'Doug Jung', 'Craig Lucas', 'David Mamet', 'Christopher Crowe', 'John Grisham', "Rockne S. O'Bannon", 'Ken Finkleman', 'Andrew Smith', 'Chris Columbus']]
Predicted Ans:    Rockne S. O'Bannon
Predicted Path:   Two Bits --[directed_by]--> James Foley --[(INV) directed_by]--> Fear --[written_by]--> Rockne S. O'Bannon
Path (Raw):       Two Bits --[directed_by]--> James Foley --[(INV) directed_by]--> Fear --[written_by]--> Rockne S. O'Bannon
Neg LogProb(↓):   1.003682
Path Entropy(↓):  1.805400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by wallace beery were released in which years
Start Entity:     Wallace Beery
Gold Answer:      [['1934', '1939', '1948', '1933', '1944', '1990', '1950', '1992', '2010', '1936', '1920', '1935', '1979', '1922', '1941', '1937', '1930', '1931']]
Predicted Ans:    1933
Predicted Path:   Wallace Beery --[(INV) starred_actors]--> Dinner at Eight --[release_year]--> 1933
Path (Raw):       Wallace Beery --[No Operation]--> Wallace Beery --[(INV) starred_actors]--> Dinner at Eight --[release_year]--> 1933
Neg LogProb(↓):   0.835318
Path Entropy(↓):  1.854302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie asterix and cleopatra
Start Entity:     Asterix and Cleopatra
Gold Answer:      [['Pierre Tchernia', 'René Goscinny', 'Albert Uderzo']]
Predicted Ans:    Albert Uderzo
Predicted Path:   Asterix and Cleopatra --[directed_by]--> Albert Uderzo --[(INV) directed_by]--> The Twelve Tasks of Asterix --[written_by]--> Albert Uderzo
Path (Raw):       Asterix and Cleopatra --[directed_by]--> Albert Uderzo --[(INV) directed_by]--> The Twelve Tasks of Asterix --[written_by]--> Albert Uderzo
Neg LogProb(↓):   0.177589
Path Entropy(↓):  0.655396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by kevin hood
Start Entity:     Kevin Hood
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Kevin Hood --[(INV) written_by]--> Becoming Jane --[in_language]--> English
Path (Raw):       Kevin Hood --[No Operation]--> Kevin Hood --[(INV) written_by]--> Becoming Jane --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by ciaran hinds
Start Entity:     Ciarán Hinds
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Ciarán Hinds --[(INV) starred_actors]--> The Debt --[has_genre]--> Drama
Path (Raw):       Ciarán Hinds --[No Operation]--> Ciarán Hinds --[(INV) starred_actors]--> The Debt --[has_genre]--> Drama
Neg LogProb(↓):   1.068757
Path Entropy(↓):  1.569576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote a guide to recognizing your saints
Start Entity:     A Guide to Recognizing Your Saints
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   A Guide to Recognizing Your Saints --[written_by]--> Dito Montiel --[(INV) written_by]--> Fighting --[release_year]--> 2009
Path (Raw):       A Guide to Recognizing Your Saints --[written_by]--> Dito Montiel --[(INV) written_by]--> Fighting --[release_year]--> 2009
Neg LogProb(↓):   0.097699
Path Entropy(↓):  0.348409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of after the wedding starred who
Start Entity:     After the Wedding
Gold Answer:      [['Paprika Steen', 'Sonja Richter', 'Trine Dyrholm', 'Nikolaj Lie Kaas', 'Maria Bonnevie', 'Natalie Portman', 'Ulrich Thomsen', 'Benicio Del Toro', 'Mads Mikkelsen', 'Halle Berry', 'Jennifer Lawrence', 'Bradley Cooper', 'Connie Nielsen', 'Jake Gyllenhaal', 'Tobey Maguire', 'Mikael Persbrandt']]
Predicted Ans:    Trine Dyrholm
Predicted Path:   After the Wedding --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Love Is All You Need --[starred_actors]--> Trine Dyrholm
Path (Raw):       After the Wedding --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Love Is All You Need --[starred_actors]--> Trine Dyrholm
Neg LogProb(↓):   1.371055
Path Entropy(↓):  1.508380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in lisa and the devil
Start Entity:     Lisa and the Devil
Gold Answer:      [['Telly Savalas', 'Elke Sommer']]
Predicted Ans:    Peter Cushing
Predicted Path:   Lisa and the Devil --[starred_actors]--> Telly Savalas --[(INV) starred_actors]--> Horror Express --[starred_actors]--> Peter Cushing
Path (Raw):       Lisa and the Devil --[starred_actors]--> Telly Savalas --[(INV) starred_actors]--> Horror Express --[starred_actors]--> Peter Cushing
Neg LogProb(↓):   0.411237
Path Entropy(↓):  1.028380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of the oblong box
Start Entity:     The Oblong Box
Gold Answer:      [['Rupert Frazer', 'Nicholas Le Prevost', 'Elspet Gray', 'Meg Tilly', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   The Oblong Box --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Path (Raw):       The Oblong Box --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.175306
Path Entropy(↓):  0.446888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by blair brown
Start Entity:     Blair Brown
Gold Answer:      [['Robert M. Young', 'Ken Russell', 'Michael Apted']]
Predicted Ans:    Ken Russell
Predicted Path:   Blair Brown --[(INV) starred_actors]--> Altered States --[directed_by]--> Ken Russell
Path (Raw):       Blair Brown --[No Operation]--> Blair Brown --[(INV) starred_actors]--> Altered States --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.109152
Path Entropy(↓):  0.372535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the man who never was
Start Entity:     The Man Who Never Was
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   The Man Who Never Was --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Path (Raw):       The Man Who Never Was --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Neg LogProb(↓):   2.000998
Path Entropy(↓):  3.366584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe leprechaun
Start Entity:     Leprechaun
Gold Answer:      [['horror']]
Predicted Ans:    horror
Predicted Path:   Leprechaun --[has_tags]--> horror --[(INV) has_tags]--> Leprechaun --[has_tags]--> horror
Path (Raw):       Leprechaun --[has_tags]--> horror --[(INV) has_tags]--> Leprechaun --[has_tags]--> horror
Neg LogProb(↓):   0.563662
Path Entropy(↓):  0.697344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sunshine are written by who
Start Entity:     Sunshine
Gold Answer:      [['Kami Garcia', 'Margaret Stohl', 'David Loucka', 'Wes Anderson', 'Joss Whedon', 'David Michôd', 'Neil Jordan', 'John Carney', 'Rodrigo Cortés', 'Neal Purvis', 'Robert Wade', 'Zak Penn', 'Jack Paglen', 'Georges Simenon', 'Jeffrey Caine', 'Thomas Keneally', 'Clara Law', 'David Nicholls', 'Patrick McGrath', 'Martha Fiennes', 'Alexander Pushkin', 'Larysa Kondracki', 'Eilis Kirwan', 'Jimmy Sangster', 'Terence Rattigan', 'Nicholas Stoller', 'Paul Soter', 'Thomas Harris', 'Ted Tally', 'Cédric Kahn', 'Graham Greene', 'Neil LaBute', 'John Hughes', 'L. Frank Baum', 'Angela Huth', 'Ronald Neame', 'Mitchell Kapner', 'John le Carré', 'Larry Gelbart', 'Buster Keaton', 'Nash Edgerton', 'William Shakespeare', 'James Cameron', 'Jay Cocks', 'Thomas Berger', 'David Lean', 'Rian Johnson', 'Dan Mazer', 'Mateo Gil', 'Dan Mazeau', 'David Hare', 'Enda Walsh', 'Richard LaGravenese', 'Stephen Sommers', 'Max Mayer', 'Doug Jung', 'John Grisham', 'Stefan Zweig', 'Paul Laverty', 'Cecil McGivern', 'Kay Walsh', 'Bernhard Schlink', 'Garth Ennis', 'Kevin Brodbin', 'Darren Aronofsky', 'Peter Jackson', 'Ron Nyswaner', 'Leigh Whannell', 'David Leland', 'Terence Davies', 'Peter Greenaway', 'Peter Carey', 'Charles Dickens', 'Claudia Llosa', 'Steven Zaillian', 'Alice Sebold', 'John Logan', 'Alejandro Amenábar', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Sunshine --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       Sunshine --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.367816
Path Entropy(↓):  1.169772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the prince of tides
Start Entity:     The Prince of Tides
Gold Answer:      [['Blue Chips', 'Cannery Row', 'The Thin Red Line', 'The Owl and the Pussycat', 'Farewell to the King', 'Under Fire', 'All Night Long', "Who'll Stop the Rain", 'The Spiderwick Chronicles', 'A Star Is Born', 'Extreme Prejudice', 'Funny Girl', 'Teachers', 'The Main Event', 'Everybody Wins', 'The Beautiful Country', 'Off the Black', 'The Mirror Has Two Faces', 'Simpatico', 'The Good Thief', 'I Love Trouble', 'Chicago 10', 'Neverwas', 'Trixie', 'Warrior', 'Cape Fear', 'Nuts', 'North Dallas Forty', 'Weeds', '48 Hrs.', 'Meet the Fockers', 'Funny Lady', 'The Way We Were', 'Three Fugitives', 'Down and Out in Beverly Hills', 'Afterglow', 'The Deep', 'Up the Sandbox', 'Another 48 Hrs.', 'Northfork', 'Clean', 'Mother Night', 'Affliction', 'Mulholland Falls', 'Yentl', 'The Mysteries of Pittsburgh', 'Hello, Dolly!', 'The Guilt Trip', "What's Up, Doc?"]]
Predicted Ans:    The Deep
Predicted Path:   The Prince of Tides --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep
Path (Raw):       The Prince of Tides --[No Operation]--> The Prince of Tides --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep
Neg LogProb(↓):   1.327806
Path Entropy(↓):  2.168244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film fled released
Start Entity:     Fled
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Fled --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Fled --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   3.045247
Path Entropy(↓):  4.635079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of bert i. gordon
Start Entity:     Bert I. Gordon
Gold Answer:      [['Jon Wright']]
Predicted Ans:    Bert I. Gordon
Predicted Path:   Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[directed_by]--> Bert I. Gordon
Path (Raw):       Bert I. Gordon --[No Operation]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[directed_by]--> Bert I. Gordon
Neg LogProb(↓):   0.230144
Path Entropy(↓):  0.534181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed kid millions
Start Entity:     Kid Millions
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Kid Millions --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Lady Killer --[in_language]--> French
Path (Raw):       Kid Millions --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Lady Killer --[in_language]--> French
Neg LogProb(↓):   0.002014
Path Entropy(↓):  0.015852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie grandview, u. s. a., when was it released
Start Entity:     Grandview, U.S.A.
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Grandview, U.S.A. --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Path (Raw):       Grandview, U.S.A. --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Neg LogProb(↓):   1.764019
Path Entropy(↓):  2.990351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by eric garcia
Start Entity:     Eric Garcia
Gold Answer:      [['Alison Lohman', 'Nicolas Cage', 'Forest Whitaker', 'Sam Rockwell', 'Jude Law']]
Predicted Ans:    Forest Whitaker
Predicted Path:   Eric Garcia --[(INV) written_by]--> Repo Men --[starred_actors]--> Forest Whitaker
Path (Raw):       Eric Garcia --[No Operation]--> Eric Garcia --[(INV) written_by]--> Repo Men --[starred_actors]--> Forest Whitaker
Neg LogProb(↓):   0.004131
Path Entropy(↓):  0.026764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by stefania rocca
Start Entity:     Stefania Rocca
Gold Answer:      [['1997', '2004']]
Predicted Ans:    1997
Predicted Path:   Stefania Rocca --[(INV) starred_actors]--> Nirvana --[release_year]--> 1997
Path (Raw):       Stefania Rocca --[No Operation]--> Stefania Rocca --[(INV) starred_actors]--> Nirvana --[release_year]--> 1997
Neg LogProb(↓):   0.551762
Path Entropy(↓):  0.681571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the fierce people director
Start Entity:     Fierce People
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fierce People --[directed_by]--> Griffin Dunne --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       Fierce People --[directed_by]--> Griffin Dunne --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.002618
Path Entropy(↓):  0.018860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is ararat in
Start Entity:     Ararat
Gold Answer:      [['French', 'Armenian']]
Predicted Ans:    French
Predicted Path:   Ararat --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Ararat --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.196850
Path Entropy(↓):  3.459395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for sidekicks
Start Entity:     Sidekicks
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Sidekicks --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Sidekicks --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.554511
Path Entropy(↓):  2.999583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of no man's land
Start Entity:     No Man's Land
Gold Answer:      [['Bob Swaim']]
Predicted Ans:    Bob Swaim
Predicted Path:   No Man's Land --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade --[directed_by]--> Bob Swaim
Path (Raw):       No Man's Land --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade --[directed_by]--> Bob Swaim
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is the longest yard in
Start Entity:     The Longest Yard
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Sport
Predicted Path:   The Longest Yard --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Path (Raw):       The Longest Yard --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   2.504402
Path Entropy(↓):  1.159690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with marco denevi
Start Entity:     Marco Denevi
Gold Answer:      [['George Tabori']]
Predicted Ans:    George Tabori
Predicted Path:   Marco Denevi --[(INV) written_by]--> Secret Ceremony --[written_by]--> George Tabori
Path (Raw):       Marco Denevi --[No Operation]--> Marco Denevi --[(INV) written_by]--> Secret Ceremony --[written_by]--> George Tabori
Neg LogProb(↓):   0.000062
Path Entropy(↓):  0.000661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in jerusalem
Start Entity:     Jerusalem
Gold Answer:      [['Ulf Friberg', 'Maria Bonnevie', 'Lena Endre', 'Pernilla August']]
Predicted Ans:    Ulf Friberg
Predicted Path:   Jerusalem --[starred_actors]--> Ulf Friberg --[(INV) starred_actors]--> Jerusalem --[starred_actors]--> Ulf Friberg
Path (Raw):       Jerusalem --[starred_actors]--> Ulf Friberg --[(INV) starred_actors]--> Jerusalem --[starred_actors]--> Ulf Friberg
Neg LogProb(↓):   0.000208
Path Entropy(↓):  0.002118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with splitting heirs fall under
Start Entity:     Splitting Heirs
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Splitting Heirs --[written_by]--> Eric Idle --[(INV) written_by]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Path (Raw):       Splitting Heirs --[written_by]--> Eric Idle --[(INV) written_by]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Neg LogProb(↓):   0.024119
Path Entropy(↓):  0.114006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by tea with mussolini screenwriters
Start Entity:     Tea with Mussolini
Gold Answer:      [['French', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Tea with Mussolini --[written_by]--> Franco Zeffirelli --[(INV) written_by]--> Romeo and Juliet --[in_language]--> English
Path (Raw):       Tea with Mussolini --[written_by]--> Franco Zeffirelli --[(INV) written_by]--> Romeo and Juliet --[in_language]--> English
Neg LogProb(↓):   2.157258
Path Entropy(↓):  1.353035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of a moment of innocence
Start Entity:     A Moment of Innocence
Gold Answer:      [['Catherine Mary Stewart', 'Nelofer Pazira', 'Allan Love']]
Predicted Ans:    Catherine Mary Stewart
Predicted Path:   A Moment of Innocence --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> The Apple --[starred_actors]--> Catherine Mary Stewart
Path (Raw):       A Moment of Innocence --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> The Apple --[starred_actors]--> Catherine Mary Stewart
Neg LogProb(↓):   0.704805
Path Entropy(↓):  1.004814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jerry reed acted films
Start Entity:     Jerry Reed
Gold Answer:      [['Hal Needham', 'John G. Avildsen']]
Predicted Ans:    Hal Needham
Predicted Path:   Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit II --[directed_by]--> Hal Needham
Path (Raw):       Jerry Reed --[No Operation]--> Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit II --[directed_by]--> Hal Needham
Neg LogProb(↓):   0.011213
Path Entropy(↓):  0.063865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the way
Start Entity:     The Way
Gold Answer:      [['David Saperstein', 'John Fusco', 'Brad Kaaya', 'Emilio Estevez', 'Robert Sheckley', 'Ronald F. Maxwell', 'Paul Haggis', 'Michael Shaara', 'Tom Stoppard', 'John Milius', 'William Shakespeare', 'Jim Kouf', 'Roger Avary', 'Michael Barak', 'Bret Michaels', 'Michael Cohn', 'Alex Cox', 'Robert Harris', 'Philippe Diaz', 'Laird Koenig', 'Sally Potter', 'Michael Herr', 'Peter Navarro', 'Gene Quintano', 'Jim Agnew', 'Nicholas Conde', 'Sean Keller', 'Joel Schumacher', 'Francis Ford Coppola', 'Mark A.Z. Dippé', 'Todd McFarlane', 'David Cronenberg', 'Richard Curtis', 'Jason Miller', 'Frank D. Gilroy', 'Andy Mulligan', 'Stephen King', 'David McCumber', 'Paul Morrissey', 'Terrence Malick', 'Aaron Sorkin', 'S.E. Hinton', 'John Hughes']]
Predicted Ans:    Michael Barak
Predicted Path:   The Way --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Path (Raw):       The Way --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Neg LogProb(↓):   1.109229
Path Entropy(↓):  2.464253
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by julian zimet
Start Entity:     Julian Zimet
Gold Answer:      [['Horror Express']]
Predicted Ans:    Horror Express
Predicted Path:   Julian Zimet --[(INV) written_by]--> Horror Express --[written_by]--> Julian Zimet --[(INV) written_by]--> Horror Express
Path (Raw):       Julian Zimet --[(INV) written_by]--> Horror Express --[written_by]--> Julian Zimet --[(INV) written_by]--> Horror Express
Neg LogProb(↓):   0.000712
Path Entropy(↓):  0.005866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the road to wellville
Start Entity:     The Road to Wellville
Gold Answer:      [['Mickey Rourke', 'Paolo Bonacelli', 'Irene Miracle', 'Kate Winslet', 'Kevin Spacey', 'Tamlyn Tomita', 'Robert De Niro', 'Diane Keaton', 'Frances McDormand', 'Madonna', 'Willem Dafoe', 'Bo Hopkins', 'Nicolas Cage', 'Brad Davis', 'Dennis Quaid', 'Karen Allen', 'Robert Carlyle', 'Emily Watson', 'Ciaran Owens', 'Joe Breen', 'Lisa Bonet', 'Gene Hackman', 'Albert Finney', 'Scott Baio', 'Jonathan Pryce', 'Matthew Modine', 'Brad Dourif', 'Antonio Banderas', 'Jodie Foster', 'Peter Weller']]
Predicted Ans:    Kevin Spacey
Predicted Path:   The Road to Wellville --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kevin Spacey
Path (Raw):       The Road to Wellville --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.797048
Path Entropy(↓):  1.537259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with cry freedom fall under
Start Entity:     Cry Freedom
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Horror', 'Romance']]
Predicted Ans:    War
Predicted Path:   Cry Freedom --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> A Bridge Too Far --[has_genre]--> War
Path (Raw):       Cry Freedom --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> A Bridge Too Far --[has_genre]--> War
Neg LogProb(↓):   0.449498
Path Entropy(↓):  0.892898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by leif erickson were directed by who
Start Entity:     Leif Erickson
Gold Answer:      [['Pier Paolo Pasolini', 'John Rawlins', 'Vincente Minnelli', 'Stanley Donen']]
Predicted Ans:    Pier Paolo Pasolini
Predicted Path:   Leif Erickson --[(INV) starred_actors]--> Arabian Nights --[directed_by]--> Pier Paolo Pasolini
Path (Raw):       Leif Erickson --[No Operation]--> Leif Erickson --[(INV) starred_actors]--> Arabian Nights --[directed_by]--> Pier Paolo Pasolini
Neg LogProb(↓):   0.458487
Path Entropy(↓):  0.888950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film white house down
Start Entity:     White House Down
Gold Answer:      [['James Vanderbilt']]
Predicted Ans:    James Vanderbilt
Predicted Path:   White House Down --[written_by]--> James Vanderbilt --[(INV) written_by]--> White House Down --[written_by]--> James Vanderbilt
Path (Raw):       White House Down --[written_by]--> James Vanderbilt --[(INV) written_by]--> White House Down --[written_by]--> James Vanderbilt
Neg LogProb(↓):   0.088679
Path Entropy(↓):  0.290627
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of taxi to the dark side also directed which films
Start Entity:     Taxi to the Dark Side
Gold Answer:      [['Casino Jack and the United States of Money', 'The Armstrong Lie', 'Magic Trip']]
Predicted Ans:    The Armstrong Lie
Predicted Path:   Taxi to the Dark Side --[directed_by]--> Alex Gibney --[(INV) directed_by]--> The Armstrong Lie
Path (Raw):       Taxi to the Dark Side --[directed_by]--> Alex Gibney --[(INV) directed_by]--> The Armstrong Lie --[No Operation]--> The Armstrong Lie
Neg LogProb(↓):   0.009268
Path Entropy(↓):  0.061996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by roy dupuis
Start Entity:     Roy Dupuis
Gold Answer:      [['Drama', 'War', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Roy Dupuis --[(INV) starred_actors]--> Shake Hands with the Devil --[has_genre]--> Drama
Path (Raw):       Roy Dupuis --[No Operation]--> Roy Dupuis --[(INV) starred_actors]--> Shake Hands with the Devil --[has_genre]--> Drama
Neg LogProb(↓):   0.025509
Path Entropy(↓):  0.135727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter joseph tura wrote films together with who
Start Entity:     Joseph Tura
Gold Answer:      [['Larry Cohen']]
Predicted Ans:    Larry Cohen
Predicted Path:   Joseph Tura --[(INV) written_by]--> Captivity --[written_by]--> Larry Cohen
Path (Raw):       Joseph Tura --[No Operation]--> Joseph Tura --[(INV) written_by]--> Captivity --[written_by]--> Larry Cohen
Neg LogProb(↓):   0.002878
Path Entropy(↓):  0.019691
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of genevieve jolliffe
Start Entity:     Geneviève Jolliffe
Gold Answer:      [['Chris Jones']]
Predicted Ans:    Chris Jones
Predicted Path:   Geneviève Jolliffe --[(INV) written_by]--> Urban Ghost Story --[written_by]--> Chris Jones
Path (Raw):       Geneviève Jolliffe --[No Operation]--> Geneviève Jolliffe --[(INV) written_by]--> Urban Ghost Story --[written_by]--> Chris Jones
Neg LogProb(↓):   0.035747
Path Entropy(↓):  0.152121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by robert pulcini fall under
Start Entity:     Robert Pulcini
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Pulcini --[(INV) written_by]--> The Extra Man --[has_genre]--> Comedy
Path (Raw):       Robert Pulcini --[No Operation]--> Robert Pulcini --[(INV) written_by]--> The Extra Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.108003
Path Entropy(↓):  0.398529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by allan moyle
Start Entity:     Allan Moyle
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Music
Predicted Path:   Allan Moyle --[(INV) written_by]--> Times Square --[has_genre]--> Music
Path (Raw):       Allan Moyle --[No Operation]--> Allan Moyle --[(INV) written_by]--> Times Square --[has_genre]--> Music
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie what doesn't kill you are written by who
Start Entity:     What Doesn't Kill You
Gold Answer:      [['Ronald Neame', 'Eric Luke', 'Michael Almereyda', 'Robert Graysmith', 'David Nicholls', 'Andrew Niccol', 'Boris Pasternak', 'Larry Kramer', 'Douglas Kennedy', 'Keith Gordon', 'James DeMonaco', 'Franco Zeffirelli', 'Jack London', 'William Shakespeare', 'Stephen Belber', 'James Vanderbilt', 'David Lean', 'Rian Johnson', 'Kenneth Branagh', 'Peter Spierig', 'Kelly Masterson', 'Ethan Hawke', 'Julie Delpy', 'Richard Linklater', 'Grigori Kozintsev', 'Jonathan Marc Sherman', 'Charles Dickens', 'Joss Whedon', 'Stuart Beattie', 'Helen Childress', 'Brett Morgen', 'Frank Whaley', 'Kim Krizan', 'John Carpenter', 'Gregg Maxwell Parker', 'Michael Pye', 'Sean Finegan', 'E. Max Frye', 'Kenneth Lonergan', 'Ted Griffin', 'Tsutomu Takahashi', 'Kay Walsh', 'John Carney', 'Cecil McGivern', 'Austin Chick', 'Stuart Blumberg', 'Matt Winston', 'Piers Paul Read', 'Zak Penn', 'Scott Derrickson', 'C. Robert Cargill', 'Tony Richardson', 'David Ayer', 'Dan Futterman', 'Robert A. Heinlein']]
Predicted Ans:    Tony Richardson
Predicted Path:   What Doesn't Kill You --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> Tony Richardson
Path (Raw):       What Doesn't Kill You --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> Tony Richardson
Neg LogProb(↓):   2.299531
Path Entropy(↓):  3.050258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote arabian nights
Start Entity:     Arabian Nights
Gold Answer:      [['Pier Paolo Pasolini', 'Lars von Trier', 'Ugo Gregoretti', 'Roberto Rossellini']]
Predicted Ans:    Lars von Trier
Predicted Path:   Arabian Nights --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[directed_by]--> Lars von Trier
Path (Raw):       Arabian Nights --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[directed_by]--> Lars von Trier
Neg LogProb(↓):   0.498238
Path Entropy(↓):  1.355574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Funny face, when was it released
Start Entity:     Funny Face
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Funny Face --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Path (Raw):       Funny Face --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Neg LogProb(↓):   2.428701
Path Entropy(↓):  4.088377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is joe somebody
Start Entity:     Joe Somebody
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Joe Somebody --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Joe Somebody --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.650649
Path Entropy(↓):  5.175562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed class of 1984
Start Entity:     Class of 1984
Gold Answer:      [['1990', '1993', '1991', '1985', '1999', '1979', '1986', '1984']]
Predicted Ans:    1982
Predicted Path:   Class of 1984 --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Class of 1984 --[release_year]--> 1982
Path (Raw):       Class of 1984 --[directed_by]--> Mark L. Lester --[(INV) directed_by]--> Class of 1984 --[release_year]--> 1982
Neg LogProb(↓):   0.829562
Path Entropy(↓):  1.490714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of perry henzell written movies
Start Entity:     Perry Henzell
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Perry Henzell --[(INV) written_by]--> The Harder They Come --[release_year]--> 1972
Path (Raw):       Perry Henzell --[No Operation]--> Perry Henzell --[(INV) written_by]--> The Harder They Come --[release_year]--> 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of postcards from the edge also directed which films
Start Entity:     Postcards from the Edge
Gold Answer:      [["Charlie Wilson's War", 'The Birdcage', "Who's Afraid of Virginia Woolf?", 'Wit', 'Silkwood', 'Biloxi Blues', 'Regarding Henry', 'Catch-22', 'The Fortune', 'Working Girl', 'Heartburn', 'What Planet Are You From?', 'Closer', 'Wolf', 'The Graduate', 'The Day of the Dolphin', 'Primary Colors', 'Carnal Knowledge']]
Predicted Ans:    Heartburn
Predicted Path:   Postcards from the Edge --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Heartburn
Path (Raw):       Postcards from the Edge --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Heartburn --[No Operation]--> Heartburn
Neg LogProb(↓):   2.009814
Path Entropy(↓):  2.665785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with penny serenade fall under
Start Entity:     Penny Serenade
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Penny Serenade --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[has_genre]--> Comedy
Path (Raw):       Penny Serenade --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[has_genre]--> Comedy
Neg LogProb(↓):   0.019720
Path Entropy(↓):  0.128364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film prison
Start Entity:     Prison
Gold Answer:      [['1995', '1998', '2000', '1997', '2009', '2008', '1990', '1992', '2005', '1993', '2004', '1996', '2014', '2011']]
Predicted Ans:    1995
Predicted Path:   Prison --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Path (Raw):       Prison --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Neg LogProb(↓):   1.254208
Path Entropy(↓):  1.532291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by couples retreat actors
Start Entity:     Couples Retreat
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Couples Retreat --[starred_actors]--> Faizon Love --[(INV) starred_actors]--> 3 Strikes --[has_genre]--> Comedy
Path (Raw):       Couples Retreat --[starred_actors]--> Faizon Love --[(INV) starred_actors]--> 3 Strikes --[has_genre]--> Comedy
Neg LogProb(↓):   0.155663
Path Entropy(↓):  0.506836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by kahaani writers
Start Entity:     Kahaani
Gold Answer:      [['Adventure']]
Predicted Ans:    Thriller
Predicted Path:   Kahaani --[written_by]--> Advaita Kala --[(INV) written_by]--> Kahaani --[has_genre]--> Thriller
Path (Raw):       Kahaani --[written_by]--> Advaita Kala --[(INV) written_by]--> Kahaani --[has_genre]--> Thriller
Neg LogProb(↓):   0.048253
Path Entropy(↓):  0.189908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies starred by actors in the strangler
Start Entity:     The Strangler
Gold Answer:      [['1966']]
Predicted Ans:    1964
Predicted Path:   The Strangler --[starred_actors]--> Victor Buono --[(INV) starred_actors]--> The Strangler --[release_year]--> 1964
Path (Raw):       The Strangler --[starred_actors]--> Victor Buono --[(INV) starred_actors]--> The Strangler --[release_year]--> 1964
Neg LogProb(↓):   0.885057
Path Entropy(↓):  1.132740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of turtles can fly
Start Entity:     Turtles Can Fly
Gold Answer:      [['Marooned in Iraq', 'No One Knows About Persian Cats', 'A Time for Drunken Horses', 'Half Moon']]
Predicted Ans:    Turtles Can Fly
Predicted Path:   Turtles Can Fly --[directed_by]--> Bahman Ghobadi --[(INV) directed_by]--> Turtles Can Fly
Path (Raw):       Turtles Can Fly --[No Operation]--> Turtles Can Fly --[directed_by]--> Bahman Ghobadi --[(INV) directed_by]--> Turtles Can Fly
Neg LogProb(↓):   0.298620
Path Entropy(↓):  0.821981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of in a world...
Start Entity:     In a World...
Gold Answer:      [['Lake Bell']]
Predicted Ans:    Lake Bell
Predicted Path:   In a World... --[written_by]--> Lake Bell --[(INV) written_by]--> In a World... --[written_by]--> Lake Bell
Path (Raw):       In a World... --[written_by]--> Lake Bell --[(INV) written_by]--> In a World... --[written_by]--> Lake Bell
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie 9 released
Start Entity:     9
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   9 --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       9 --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.482429
Path Entropy(↓):  4.563998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of a new leaf starred who
Start Entity:     A New Leaf
Gold Answer:      [['Ben Stiller', 'Charles Grodin', 'Cybill Shepherd', 'Peter Falk', 'John Cassavetes', 'Warren Beatty', 'Dustin Hoffman', 'Audra Lindley', 'Michelle Monaghan', 'Jeannie Berlin', 'Jerry Stiller']]
Predicted Ans:    Walter Matthau
Predicted Path:   A New Leaf --[directed_by]--> Elaine May --[(INV) directed_by]--> A New Leaf --[starred_actors]--> Walter Matthau
Path (Raw):       A New Leaf --[directed_by]--> Elaine May --[(INV) directed_by]--> A New Leaf --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.120340
Path Entropy(↓):  0.437543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of hero at large
Start Entity:     Hero at Large
Gold Answer:      [['Eddie and the Cruisers']]
Predicted Ans:    Eddie and the Cruisers
Predicted Path:   Hero at Large --[directed_by]--> Martin Davidson --[(INV) directed_by]--> Eddie and the Cruisers
Path (Raw):       Hero at Large --[No Operation]--> Hero at Large --[directed_by]--> Martin Davidson --[(INV) directed_by]--> Eddie and the Cruisers
Neg LogProb(↓):   0.070257
Path Entropy(↓):  0.248540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is alice in wonderland
Start Entity:     Alice in Wonderland
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Alice in Wonderland --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       Alice in Wonderland --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   3.019940
Path Entropy(↓):  3.881920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by david lloyd in
Start Entity:     David Lloyd
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   David Lloyd --[(INV) written_by]--> V for Vendetta --[has_genre]--> Thriller
Path (Raw):       David Lloyd --[No Operation]--> David Lloyd --[(INV) written_by]--> V for Vendetta --[has_genre]--> Thriller
Neg LogProb(↓):   0.121572
Path Entropy(↓):  0.355766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer bruce chatwin
Start Entity:     Bruce Chatwin
Gold Answer:      [['Klaus Kinski']]
Predicted Ans:    Klaus Kinski
Predicted Path:   Bruce Chatwin --[(INV) written_by]--> Cobra Verde --[starred_actors]--> Klaus Kinski
Path (Raw):       Bruce Chatwin --[No Operation]--> Bruce Chatwin --[(INV) written_by]--> Cobra Verde --[starred_actors]--> Klaus Kinski
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of pittsburgh
Start Entity:     Pittsburgh
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Pittsburgh --[written_by]--> Tom Reed --[(INV) written_by]--> Pittsburgh --[has_genre]--> Drama
Path (Raw):       Pittsburgh --[written_by]--> Tom Reed --[(INV) written_by]--> Pittsburgh --[has_genre]--> Drama
Neg LogProb(↓):   0.184833
Path Entropy(↓):  0.472399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in deadly circuit
Start Entity:     Deadly Circuit
Gold Answer:      [['1976', '1988', '1978', '1997', '1948', '1996', '1985', '2002', '1979', '1981', '2012']]
Predicted Ans:    1979
Predicted Path:   Deadly Circuit --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Nosferatu the Vampyre --[release_year]--> 1979
Path (Raw):       Deadly Circuit --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Nosferatu the Vampyre --[release_year]--> 1979
Neg LogProb(↓):   0.463226
Path Entropy(↓):  1.231171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the promised land
Start Entity:     The Promised Land
Gold Answer:      [['Andrzej Wajda', 'Bohdan Czeszko', 'Jerzy Andrzejewski', 'Stanislawa Przybyszewska']]
Predicted Ans:    Andrzej Wajda
Predicted Path:   The Promised Land --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Danton --[written_by]--> Andrzej Wajda
Path (Raw):       The Promised Land --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Danton --[written_by]--> Andrzej Wajda
Neg LogProb(↓):   0.684375
Path Entropy(↓):  1.604883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the eagle has landed actors release
Start Entity:     The Eagle Has Landed
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1979', '1974', '1984', '2007', '1968', '1998', '2009', '2004', '1982', '1973', '2014', '1994', '1956', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '1996', '1926', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1969', '1965', '1999', '1987', '1986', '1958']]
Predicted Ans:    1969
Predicted Path:   The Eagle Has Landed --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Path (Raw):       The Eagle Has Landed --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Neg LogProb(↓):   1.605505
Path Entropy(↓):  3.368503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the promise
Start Entity:     The Promise
Gold Answer:      [['Christopher Hampton', 'Kon Ichikawa', 'Benny Chan', 'Choderlos de Laclos']]
Predicted Ans:    Christopher Hampton
Predicted Path:   The Promise --[starred_actors]--> Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons --[written_by]--> Christopher Hampton
Path (Raw):       The Promise --[starred_actors]--> Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons --[written_by]--> Christopher Hampton
Neg LogProb(↓):   0.709672
Path Entropy(↓):  1.072588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of sorcerer
Start Entity:     Sorcerer
Gold Answer:      [['Klute', 'The French Connection', 'Better Living', '52 Pick-Up', 'Still of the Night', 'Chain of Command', '2010', 'The Outside Man', 'Cohen and Tate', 'The Seven-Ups', 'Marathon Man', 'Blue Thunder', 'The Russia House', 'Jaws 2', 'Jaws']]
Predicted Ans:    Marathon Man
Predicted Path:   Sorcerer --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man
Path (Raw):       Sorcerer --[starred_actors]--> Roy Scheider --[No Operation]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man
Neg LogProb(↓):   0.003323
Path Entropy(↓):  0.027099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie so evil, so young released
Start Entity:     So Evil, So Young
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   So Evil, So Young --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       So Evil, So Young --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   1.658719
Path Entropy(↓):  3.307619
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by lucille norman release
Start Entity:     Lucille Norman
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Lucille Norman --[(INV) starred_actors]--> Carson City --[release_year]--> 1952
Path (Raw):       Lucille Norman --[No Operation]--> Lucille Norman --[(INV) starred_actors]--> Carson City --[release_year]--> 1952
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the frozen ground released
Start Entity:     The Frozen Ground
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Frozen Ground --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       The Frozen Ground --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.283853
Path Entropy(↓):  4.697954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie naqoyqatsi were released in which years
Start Entity:     Naqoyqatsi
Gold Answer:      [['1988']]
Predicted Ans:    2002
Predicted Path:   Naqoyqatsi --[written_by]--> Godfrey Reggio --[(INV) written_by]--> Naqoyqatsi --[release_year]--> 2002
Path (Raw):       Naqoyqatsi --[written_by]--> Godfrey Reggio --[(INV) written_by]--> Naqoyqatsi --[release_year]--> 2002
Neg LogProb(↓):   0.000263
Path Entropy(↓):  0.002517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by roy n. sickner
Start Entity:     Roy N. Sickner
Gold Answer:      [['William Holden', 'Robert Ryan', 'Ernest Borgnine']]
Predicted Ans:    William Holden
Predicted Path:   Roy N. Sickner --[(INV) written_by]--> The Wild Bunch --[starred_actors]--> William Holden
Path (Raw):       Roy N. Sickner --[No Operation]--> Roy N. Sickner --[(INV) written_by]--> The Wild Bunch --[starred_actors]--> William Holden
Neg LogProb(↓):   0.343007
Path Entropy(↓):  0.704875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by arthur bernede were released in which years
Start Entity:     Arthur Bernède
Gold Answer:      [['1963', '1916']]
Predicted Ans:    1963
Predicted Path:   Arthur Bernède --[(INV) written_by]--> Judex --[release_year]--> 1963
Path (Raw):       Arthur Bernède --[No Operation]--> Arthur Bernède --[(INV) written_by]--> Judex --[release_year]--> 1963
Neg LogProb(↓):   1.209738
Path Entropy(↓):  1.367533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by len wein were in which genres
Start Entity:     Len Wein
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Len Wein --[(INV) written_by]--> Swamp Thing --[has_genre]--> Horror
Path (Raw):       Len Wein --[No Operation]--> Len Wein --[(INV) written_by]--> Swamp Thing --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of skyline
Start Entity:     Skyline
Gold Answer:      [['Lie with Me', 'Joe Dirt']]
Predicted Ans:    Lie with Me
Predicted Path:   Skyline --[starred_actors]--> Eric Balfour --[(INV) starred_actors]--> Lie with Me
Path (Raw):       Skyline --[starred_actors]--> Eric Balfour --[No Operation]--> Eric Balfour --[(INV) starred_actors]--> Lie with Me
Neg LogProb(↓):   0.000554
Path Entropy(↓):  0.004797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of jason lew
Start Entity:     Jason Lew
Gold Answer:      [['Aku Louhimies', 'Aleksi Bardy']]
Predicted Ans:    Jason Lew
Predicted Path:   Jason Lew --[(INV) written_by]--> Restless --[written_by]--> Jason Lew
Path (Raw):       Jason Lew --[No Operation]--> Jason Lew --[(INV) written_by]--> Restless --[written_by]--> Jason Lew
Neg LogProb(↓):   0.595082
Path Entropy(↓):  0.828416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - starred with rupert grint
Start Entity:     Rupert Grint
Gold Answer:      [['Emily Blunt', 'James Nesbitt', 'Robert Sheehan', 'Daniel Radcliffe', 'Emma Watson', 'Bill Nighy']]
Predicted Ans:    Bill Nighy
Predicted Path:   Rupert Grint --[(INV) starred_actors]--> Wild Target --[starred_actors]--> Bill Nighy
Path (Raw):       Rupert Grint --[No Operation]--> Rupert Grint --[(INV) starred_actors]--> Wild Target --[starred_actors]--> Bill Nighy
Neg LogProb(↓):   0.032092
Path Entropy(↓):  0.170939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in at long last love
Start Entity:     At Long Last Love
Gold Answer:      [['Burt Reynolds', 'Cybill Shepherd']]
Predicted Ans:    Burt Reynolds
Predicted Path:   At Long Last Love --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Path (Raw):       At Long Last Love --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Semi-Tough --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   0.887749
Path Entropy(↓):  1.509722
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by massimo de rita in
Start Entity:     Massimo De Rita
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Massimo De Rita --[(INV) written_by]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Massimo De Rita --[No Operation]--> Massimo De Rita --[(INV) written_by]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by brian desmond hurst were released in which years
Start Entity:     Brian Desmond Hurst
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Brian Desmond Hurst --[(INV) directed_by]--> Hungry Hill --[release_year]--> 1947
Path (Raw):       Brian Desmond Hurst --[No Operation]--> Brian Desmond Hurst --[(INV) directed_by]--> Hungry Hill --[release_year]--> 1947
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of le havre
Start Entity:     Le Havre
Gold Answer:      [['Sakke Järvenpää', 'Kari Heiskanen', 'Asmo Hurula', 'Timo Eränkö', 'Kati Outinen', 'André Wilms', 'Matti Pellonpää', 'Sakari Kuosmanen', 'Turo Pajala', 'Juhani Niemelä', 'Ilkka Koivula', 'Maria Järvenhelmi', 'Janne Hyytiäinen', 'Evelyne Didi', 'Crispin Glover', 'Vanessa Redgrave', 'Markku Peltola', 'Kari Väänänen', 'Peter Lorre']]
Predicted Ans:    Kati Outinen
Predicted Path:   Le Havre --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Drifting Clouds --[starred_actors]--> Kati Outinen
Path (Raw):       Le Havre --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Drifting Clouds --[starred_actors]--> Kati Outinen
Neg LogProb(↓):   0.442752
Path Entropy(↓):  0.918824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by koldo serra
Start Entity:     Koldo Serra
Gold Answer:      [['The Backwoods']]
Predicted Ans:    The Backwoods
Predicted Path:   Koldo Serra --[(INV) written_by]--> The Backwoods --[written_by]--> Koldo Serra --[(INV) written_by]--> The Backwoods
Path (Raw):       Koldo Serra --[(INV) written_by]--> The Backwoods --[written_by]--> Koldo Serra --[(INV) written_by]--> The Backwoods
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the cider house rules
Start Entity:     The Cider House Rules
Gold Answer:      [['1995', '1988', '2000', '1975', '2001', '2012', '2005', '1993', '1991', '2010', '2006', '1985', '2014', '1987', '1986', '2011', '2013']]
Predicted Ans:    2001
Predicted Path:   The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Shipping News --[release_year]--> 2001
Path (Raw):       The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Shipping News --[release_year]--> 2001
Neg LogProb(↓):   1.421334
Path Entropy(↓):  1.977275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by margaret langrick were written by who
Start Entity:     Margaret Langrick
Gold Answer:      [['William Dear']]
Predicted Ans:    William Dear
Predicted Path:   Margaret Langrick --[(INV) starred_actors]--> Harry and the Hendersons --[written_by]--> William Dear
Path (Raw):       Margaret Langrick --[No Operation]--> Margaret Langrick --[(INV) starred_actors]--> Harry and the Hendersons --[written_by]--> William Dear
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the story of marie and julien writers
Start Entity:     The Story of Marie and Julien
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Story of Marie and Julien --[written_by]--> Jacques Rivette --[(INV) written_by]--> The Story of Marie and Julien --[in_language]--> French
Path (Raw):       The Story of Marie and Julien --[written_by]--> Jacques Rivette --[(INV) written_by]--> The Story of Marie and Julien --[in_language]--> French
Neg LogProb(↓):   0.000108
Path Entropy(↓):  0.001128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film waxwork are written by who
Start Entity:     Waxwork
Gold Answer:      [['Tom Schiller', 'David Beaird']]
Predicted Ans:    Tom Schiller
Predicted Path:   Waxwork --[starred_actors]--> Zach Galligan --[(INV) starred_actors]--> Nothing Lasts Forever --[written_by]--> Tom Schiller
Path (Raw):       Waxwork --[starred_actors]--> Zach Galligan --[(INV) starred_actors]--> Nothing Lasts Forever --[written_by]--> Tom Schiller
Neg LogProb(↓):   0.257509
Path Entropy(↓):  0.536342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of a grandpa for christmas
Start Entity:     A Grandpa for Christmas
Gold Answer:      [['Super Fuzz', 'The Badlanders', 'Jubal', "Aces 'N' Eights", 'Hannie Caulder', 'Another Harvest Moon', "The Devil's Rain", 'Ice Station Zebra', 'The Catered Affair', 'The Dirty Dozen', 'Convoy', 'All Dogs Go to Heaven 2', 'Three Brave Men', 'Pay or Die', 'The Poseidon Adventure', 'All Quiet on the Western Front', 'The Wild Bunch', 'The Legend of Lylah Clare', 'The Vikings']]
Predicted Ans:    All Quiet on the Western Front
Predicted Path:   A Grandpa for Christmas --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> All Quiet on the Western Front
Path (Raw):       A Grandpa for Christmas --[starred_actors]--> Ernest Borgnine --[No Operation]--> Ernest Borgnine --[(INV) starred_actors]--> All Quiet on the Western Front
Neg LogProb(↓):   0.428890
Path Entropy(↓):  0.939952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the fatal hour
Start Entity:     The Fatal Hour
Gold Answer:      [['1940', '1928', '1942']]
Predicted Ans:    1928
Predicted Path:   The Fatal Hour --[directed_by]--> William Nigh --[(INV) directed_by]--> Across to Singapore --[release_year]--> 1928
Path (Raw):       The Fatal Hour --[directed_by]--> William Nigh --[(INV) directed_by]--> Across to Singapore --[release_year]--> 1928
Neg LogProb(↓):   0.175858
Path Entropy(↓):  0.512701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by ian charleson
Start Entity:     Ian Charleson
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Ian Charleson --[(INV) starred_actors]--> Opera --[in_language]--> Italian
Path (Raw):       Ian Charleson --[No Operation]--> Ian Charleson --[(INV) starred_actors]--> Opera --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed curse of the pink panther
Start Entity:     Curse of the Pink Panther
Gold Answer:      [['Rod Amateau', 'Blake Edwards', 'Steve Martin', 'Nico Mastorakis', 'Maurice Richlin', 'Joseph Stone', 'Stanley Shapiro', 'Gordon Gordon', 'Harry Kurnitz', 'Paul King', 'William Peter Blatty', 'François Truffaut', 'Arthur A. Ross', 'Michael Crichton', 'Marcel Achard', 'Truman Capote', 'Mildred Gordon']]
Predicted Ans:    Blake Edwards
Predicted Path:   Curse of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Curse of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.171598
Path Entropy(↓):  2.841819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of pull my daisy
Start Entity:     Pull My Daisy
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Pull My Daisy --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Path (Raw):       Pull My Daisy --[has_genre]--> Short --[(INV) has_genre]--> Apple Jack --[has_genre]--> Short
Neg LogProb(↓):   0.801543
Path Entropy(↓):  1.501452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with paul dooley
Start Entity:     Paul Dooley
Gold Answer:      [['Burt Reynolds', 'Max von Sydow', 'Rick Moranis', 'Jane Curtin', 'Dave Thomas', 'Neill Barry', 'Mia Farrow', "Beverly D'Angelo", 'Carol Burnett']]
Predicted Ans:    Max von Sydow
Predicted Path:   Paul Dooley --[(INV) starred_actors]--> Strange Brew --[starred_actors]--> Max von Sydow
Path (Raw):       Paul Dooley --[No Operation]--> Paul Dooley --[(INV) starred_actors]--> Strange Brew --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.282207
Path Entropy(↓):  0.888736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did robbie robertson write
Start Entity:     Robbie Robertson
Gold Answer:      [['Carny']]
Predicted Ans:    Carny
Predicted Path:   Robbie Robertson --[(INV) written_by]--> Carny --[written_by]--> Robbie Robertson --[(INV) written_by]--> Carny
Path (Raw):       Robbie Robertson --[(INV) written_by]--> Carny --[written_by]--> Robbie Robertson --[(INV) written_by]--> Carny
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the penalty were released in which years
Start Entity:     The Penalty
Gold Answer:      [['1968', '1936', '1999', '1932', '1935', '1937', '1931']]
Predicted Ans:    1968
Predicted Path:   The Penalty --[written_by]--> Charles Kenyon --[(INV) written_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       The Penalty --[written_by]--> Charles Kenyon --[(INV) written_by]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.301361
Path Entropy(↓):  0.880175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did julie davis act in
Start Entity:     Julie Davis
Gold Answer:      [["Amy's Orgasm"]]
Predicted Ans:    Finding Bliss
Predicted Path:   Julie Davis --[(INV) starred_actors]--> Amy's Orgasm --[starred_actors]--> Julie Davis --[(INV) written_by]--> Finding Bliss
Path (Raw):       Julie Davis --[(INV) starred_actors]--> Amy's Orgasm --[starred_actors]--> Julie Davis --[(INV) written_by]--> Finding Bliss
Neg LogProb(↓):   0.038138
Path Entropy(↓):  0.190532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does patricia charbonneau star in
Start Entity:     Patricia Charbonneau
Gold Answer:      [['Desert Hearts']]
Predicted Ans:    Desert Hearts
Predicted Path:   Patricia Charbonneau --[(INV) starred_actors]--> Desert Hearts --[starred_actors]--> Audra Lindley --[(INV) starred_actors]--> Desert Hearts
Path (Raw):       Patricia Charbonneau --[(INV) starred_actors]--> Desert Hearts --[starred_actors]--> Audra Lindley --[(INV) starred_actors]--> Desert Hearts
Neg LogProb(↓):   0.010638
Path Entropy(↓):  0.060226
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of 40 guns to apache pass
Start Entity:     40 Guns to Apache Pass
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   40 Guns to Apache Pass --[directed_by]--> William Witney --[(INV) directed_by]--> Adventures of Captain Marvel --[in_language]--> English
Path (Raw):       40 Guns to Apache Pass --[directed_by]--> William Witney --[(INV) directed_by]--> Adventures of Captain Marvel --[in_language]--> English
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by james gregory were released in which years
Start Entity:     James Gregory
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   James Gregory --[(INV) starred_actors]--> PT 109 --[release_year]--> 1963
Path (Raw):       James Gregory --[No Operation]--> James Gregory --[(INV) starred_actors]--> PT 109 --[release_year]--> 1963
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of baynard kendrick
Start Entity:     Baynard Kendrick
Gold Answer:      [['Robert Buckner']]
Predicted Ans:    Robert Buckner
Predicted Path:   Baynard Kendrick --[(INV) written_by]--> Bright Victory --[written_by]--> Robert Buckner
Path (Raw):       Baynard Kendrick --[No Operation]--> Baynard Kendrick --[(INV) written_by]--> Bright Victory --[written_by]--> Robert Buckner
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for love and death
Start Entity:     Love and Death
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Love and Death --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Path (Raw):       Love and Death --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.761796
Path Entropy(↓):  2.461260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film days of heaven
Start Entity:     Days of Heaven
Gold Answer:      [['Nick Damici', 'Michael Almereyda', 'John Fusco', 'Adam Brooks', 'Boris Pasternak', 'Nicholas Jarecki', 'Richard Price', 'Jack Finney', 'Franco Zeffirelli', 'Jeffrey Boam', 'Douglas Day Stewart', 'Myla Goldberg', 'Josann McGibbon', 'William Shakespeare', 'Sara Parriott', 'François Truffaut', 'Claude Sautet', 'Kenneth Branagh', 'Miguel Barros', 'Jim Mickle', 'Sam Shepard', 'Nicholas Sparks', 'Grigori Kozintsev', 'Daniel Vigne', 'Robert Sarkies', 'William Broyles Jr.', 'Jim McBride', 'Leonard Yakir', 'Robert King', 'Richard Ayoade', 'Susan Butler', 'Mary S. Lovell', 'Ronald Bass', 'Rudy Wurlitzer', 'Max Frisch', 'Anna Hamilton Phelan', 'Naomi Foner', 'James Fox', 'Joe R. Lansdale', 'Francis Ford Coppola', 'Richard Hatem', 'William D. Wittliff', 'Wesley Strick', 'Daniel Mainwaring', 'Bonnie Sikowitz', 'Mimi Hare', 'Clare Naylor', 'David Himmelstein', 'F. Paul Benz', 'Steve Tomlin', 'Paul Schrader', 'Ellyn Bache', 'Deena Goldstone', 'Tony Richardson', 'Allison Burnett', 'Alvin Sargent', 'Stephen King', 'William Kennedy', 'Michael Brandt', 'Karl Mueller', 'William Diehl', 'Claude Chabrol', 'Lewis John Carlino', 'Tom Wolfe']]
Predicted Ans:    Nicholas Jarecki
Predicted Path:   Days of Heaven --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Arbitrage --[written_by]--> Nicholas Jarecki
Path (Raw):       Days of Heaven --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Arbitrage --[written_by]--> Nicholas Jarecki
Neg LogProb(↓):   2.205580
Path Entropy(↓):  1.785441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was nat dewolf the writer of
Start Entity:     Nat DeWolf
Gold Answer:      [['Lisa Picard Is Famous']]
Predicted Ans:    Lisa Picard Is Famous
Predicted Path:   Nat DeWolf --[(INV) written_by]--> Lisa Picard Is Famous --[written_by]--> Laura Kirk --[(INV) written_by]--> Lisa Picard Is Famous
Path (Raw):       Nat DeWolf --[(INV) written_by]--> Lisa Picard Is Famous --[written_by]--> Laura Kirk --[(INV) written_by]--> Lisa Picard Is Famous
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of chill factor
Start Entity:     Chill Factor
Gold Answer:      [['Ride with the Devil', 'The Newton Boys', 'The Magic of Ordinary Days', "Nobody's Baby"]]
Predicted Ans:    Nobody's Baby
Predicted Path:   Chill Factor --[starred_actors]--> Skeet Ulrich --[(INV) starred_actors]--> Nobody's Baby
Path (Raw):       Chill Factor --[starred_actors]--> Skeet Ulrich --[No Operation]--> Skeet Ulrich --[(INV) starred_actors]--> Nobody's Baby
Neg LogProb(↓):   0.038725
Path Entropy(↓):  0.194192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by david l. cunningham starred which actors
Start Entity:     David L. Cunningham
Gold Answer:      [['Robert Carlyle', 'Daniel Caltagirone', 'Nicholas Aaron', 'Flora Montgomery', 'Kiefer Sutherland']]
Predicted Ans:    Daniel Caltagirone
Predicted Path:   David L. Cunningham --[(INV) directed_by]--> After... --[starred_actors]--> Daniel Caltagirone
Path (Raw):       David L. Cunningham --[No Operation]--> David L. Cunningham --[(INV) directed_by]--> After... --[starred_actors]--> Daniel Caltagirone
Neg LogProb(↓):   0.088397
Path Entropy(↓):  0.381369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by scott sanders were released in which years
Start Entity:     Scott Sanders
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Scott Sanders --[(INV) written_by]--> Thick as Thieves --[release_year]--> 2009
Path (Raw):       Scott Sanders --[No Operation]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[release_year]--> 2009
Neg LogProb(↓):   0.000561
Path Entropy(↓):  0.004761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of inside daisy clover starred who
Start Entity:     Inside Daisy Clover
Gold Answer:      [['Dean Stockwell', 'Wendy Hiller', 'Mary Ure', 'Trevor Howard']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Inside Daisy Clover --[written_by]--> Gavin Lambert --[(INV) written_by]--> Inside Daisy Clover --[starred_actors]--> Christopher Plummer
Path (Raw):       Inside Daisy Clover --[written_by]--> Gavin Lambert --[(INV) written_by]--> Inside Daisy Clover --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.574952
Path Entropy(↓):  1.011284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film groundhog day
Start Entity:     Groundhog Day
Gold Answer:      [['Scott Phillips', 'Peter Tolan', 'Douglas Kenney', 'Dudley Moore', 'Peter Cook', 'Al Franken', 'Kenneth Lonergan', 'Richard Russo', 'Robert Benton', 'John Hughes', 'Harold Ramis']]
Predicted Ans:    Harold Ramis
Predicted Path:   Groundhog Day --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[written_by]--> Harold Ramis
Path (Raw):       Groundhog Day --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.193261
Path Entropy(↓):  0.635848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the tales of ordinary madness director
Start Entity:     Tales of Ordinary Madness
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tales of Ordinary Madness --[directed_by]--> Marco Ferreri --[(INV) directed_by]--> Dillinger Is Dead --[has_genre]--> Drama
Path (Raw):       Tales of Ordinary Madness --[directed_by]--> Marco Ferreri --[(INV) directed_by]--> Dillinger Is Dead --[has_genre]--> Drama
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the salvation about
Start Entity:     The Salvation
Gold Answer:      [['eva green', 'mads mikkelsen', 'western']]
Predicted Ans:    mads mikkelsen
Predicted Path:   The Salvation --[has_tags]--> mads mikkelsen --[(INV) has_tags]--> The Green Butchers --[has_tags]--> mads mikkelsen
Path (Raw):       The Salvation --[has_tags]--> mads mikkelsen --[(INV) has_tags]--> The Green Butchers --[has_tags]--> mads mikkelsen
Neg LogProb(↓):   0.248746
Path Entropy(↓):  0.576328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of adrian hodges
Start Entity:     Adrian Hodges
Gold Answer:      [['Julian Barnes', 'Colin Clark']]
Predicted Ans:    Adrian Hodges
Predicted Path:   Adrian Hodges --[(INV) written_by]--> My Week with Marilyn --[written_by]--> Adrian Hodges
Path (Raw):       Adrian Hodges --[No Operation]--> Adrian Hodges --[(INV) written_by]--> My Week with Marilyn --[written_by]--> Adrian Hodges
Neg LogProb(↓):   0.001061
Path Entropy(↓):  0.008371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by the screenwriter of french cancan were directed by who
Start Entity:     French Cancan
Gold Answer:      [['Jean Renoir', 'Mark Rydell', 'Jarmo Lampela']]
Predicted Ans:    Jean Renoir
Predicted Path:   French Cancan --[written_by]--> Jean Renoir --[(INV) written_by]--> La Bête Humaine --[directed_by]--> Jean Renoir
Path (Raw):       French Cancan --[written_by]--> Jean Renoir --[(INV) written_by]--> La Bête Humaine --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.415078
Path Entropy(↓):  0.773476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the pentagon papers were in which languages
Start Entity:     The Pentagon Papers
Gold Answer:      [['French', 'Persian', 'Dutch', 'Italian', 'German']]
Predicted Ans:    crash
Predicted Path:   The Pentagon Papers --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[has_tags]--> crash
Path (Raw):       The Pentagon Papers --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[has_tags]--> crash
Neg LogProb(↓):   0.759628
Path Entropy(↓):  1.114660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote even angels eat beans
Start Entity:     Even Angels Eat Beans
Gold Answer:      [['Enzo Barboni']]
Predicted Ans:    Enzo Barboni
Predicted Path:   Even Angels Eat Beans --[written_by]--> Enzo Barboni --[(INV) written_by]--> Man of the East --[directed_by]--> Enzo Barboni
Path (Raw):       Even Angels Eat Beans --[written_by]--> Enzo Barboni --[(INV) written_by]--> Man of the East --[directed_by]--> Enzo Barboni
Neg LogProb(↓):   0.227468
Path Entropy(↓):  0.505617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by dyan sheldon
Start Entity:     Dyan Sheldon
Gold Answer:      [['Family', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dyan Sheldon --[(INV) written_by]--> Confessions of a Teenage Drama Queen --[has_genre]--> Comedy
Path (Raw):       Dyan Sheldon --[No Operation]--> Dyan Sheldon --[(INV) written_by]--> Confessions of a Teenage Drama Queen --[has_genre]--> Comedy
Neg LogProb(↓):   0.000406
Path Entropy(↓):  0.003854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of diana hawkins
Start Entity:     Diana Hawkins
Gold Answer:      [['William Boyd', 'William Goldman', 'David Robinson', 'Bryan Forbes']]
Predicted Ans:    William Goldman
Predicted Path:   Diana Hawkins --[(INV) written_by]--> Chaplin --[written_by]--> William Goldman
Path (Raw):       Diana Hawkins --[No Operation]--> Diana Hawkins --[(INV) written_by]--> Chaplin --[written_by]--> William Goldman
Neg LogProb(↓):   0.021856
Path Entropy(↓):  0.105021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by hedy lamarr in
Start Entity:     Hedy Lamarr
Gold Answer:      [['Drama', 'Adventure', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hedy Lamarr --[(INV) starred_actors]--> Her Highness and the Bellboy --[has_genre]--> Comedy
Path (Raw):       Hedy Lamarr --[No Operation]--> Hedy Lamarr --[(INV) starred_actors]--> Her Highness and the Bellboy --[has_genre]--> Comedy
Neg LogProb(↓):   0.375707
Path Entropy(↓):  1.024443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of ballast
Start Entity:     Ballast
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Ballast --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Ballast --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.094649
Path Entropy(↓):  4.506966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by george clooney
Start Entity:     George Clooney
Gold Answer:      [['Charlie Kaufman', 'Chuck Barris', 'Grant Heslov', 'Beau Willimon', 'Robert M. Edsel', 'Rick Reilly', 'Duncan Brantley']]
Predicted Ans:    George Clooney
Predicted Path:   George Clooney --[(INV) directed_by]--> The Monuments Men --[written_by]--> George Clooney
Path (Raw):       George Clooney --[No Operation]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[written_by]--> George Clooney
Neg LogProb(↓):   0.603784
Path Entropy(↓):  1.166548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie shoot - out at medicine bend
Start Entity:     Shoot-Out at Medicine Bend
Gold Answer:      [['Christopher Morley', 'Edward Knoblock', 'Zane Grey', 'Gene Lewis', 'Clarence Upson Young', 'Michael Mann', 'Aleksandr Gordon', 'Hubert Osborne', 'Ernest Hemingway', 'Lamar Trotti', 'Jonas Ward', 'James Fenimore Cooper', 'H. Rider Haggard', 'Robert Dillon', 'Glendon Swarthout', 'Niven Busch', "George O'Neil", 'Allan Scott', 'Andrei Tarkovsky', 'Gene Roddenberry', 'Francis Pollini', 'Alice Duer Miller', 'Max Brand', 'William Saroyan', 'Harvey Fergusson', 'Tom Robbins', 'Melville Shavelson', 'Leo Rosten', 'Roy Huggins', 'Luke Short', 'Howard Estabrook', 'James Vance Marshall', 'Gus Van Sant', 'Dwight Taylor', 'Richard H. Landau', 'Nunnally Johnson', 'Jacques Deray', 'Anthony Veiller', 'Fred Cavayé', 'Alan Le May', 'Leo McCarey', 'Cameron Rogers', 'Kate Douglas Wiggin', 'Donald E. Westlake', 'Oscar Hammerstein II', 'Rex Beach', 'Lawrence Hazard', 'Karl Tunberg', 'Robert Buckner', 'Elmore Leonard', 'Leigh Brackett', 'Jules Furthman', 'Tom Reed', 'George Owen', 'Don Ettlinger', 'Brian De Palma', 'Sloan Nibley', 'Burt Kennedy']]
Predicted Ans:    Allan Scott
Predicted Path:   Shoot-Out at Medicine Bend --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Path (Raw):       Shoot-Out at Medicine Bend --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Neg LogProb(↓):   1.601016
Path Entropy(↓):  2.160006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the place vendome director
Start Entity:     Place Vendôme
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Place Vendôme --[directed_by]--> Nicole Garcia --[(INV) directed_by]--> The Adversary --[in_language]--> French
Path (Raw):       Place Vendôme --[directed_by]--> Nicole Garcia --[(INV) directed_by]--> The Adversary --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film amy foster
Start Entity:     Amy Foster
Gold Answer:      [['joseph conrad']]
Predicted Ans:    joseph conrad
Predicted Path:   Amy Foster --[has_tags]--> joseph conrad --[(INV) has_tags]--> The Duellists --[has_tags]--> joseph conrad
Path (Raw):       Amy Foster --[has_tags]--> joseph conrad --[(INV) has_tags]--> The Duellists --[has_tags]--> joseph conrad
Neg LogProb(↓):   0.546236
Path Entropy(↓):  0.760153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed if....
Start Entity:     If....
Gold Answer:      [['Richard Harris', 'Lillian Gish', 'Malcolm McDowell', 'Ann Sothern', 'Bette Davis', 'Rachel Roberts', 'Alan Badel', 'William Hartnell', 'Vincent Price']]
Predicted Ans:    Bette Davis
Predicted Path:   If.... --[directed_by]--> Lindsay Anderson --[(INV) directed_by]--> The Whales of August --[starred_actors]--> Bette Davis
Path (Raw):       If.... --[directed_by]--> Lindsay Anderson --[(INV) directed_by]--> The Whales of August --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.534510
Path Entropy(↓):  0.822509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the possession of joel delaney were in which genres
Start Entity:     The Possession of Joel Delaney
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Possession of Joel Delaney --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Path (Raw):       The Possession of Joel Delaney --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.036716
Path Entropy(↓):  0.209424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the bishop's wife
Start Entity:     The Bishop's Wife
Gold Answer:      [['1946', '1954', '1936', '1941', '1963', '1939', '1957', '1951', '2004', '1953', '1990', '1996', '1955', '1962', '1949', '1966', '1950', '1960', '1952', '1965', '1937']]
Predicted Ans:    1939
Predicted Path:   The Bishop's Wife --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Path (Raw):       The Bishop's Wife --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Neg LogProb(↓):   0.966788
Path Entropy(↓):  2.251174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of carlos belloso acted films
Start Entity:     Carlos Belloso
Gold Answer:      [['Lucrecia Martel']]
Predicted Ans:    Lucrecia Martel
Predicted Path:   Carlos Belloso --[(INV) starred_actors]--> The Holy Girl --[written_by]--> Lucrecia Martel
Path (Raw):       Carlos Belloso --[No Operation]--> Carlos Belloso --[(INV) starred_actors]--> The Holy Girl --[written_by]--> Lucrecia Martel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is wichita
Start Entity:     Wichita
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Wichita --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Wichita --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   0.896329
Path Entropy(↓):  2.395481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie invasion of the body snatchers
Start Entity:     Invasion of the Body Snatchers
Gold Answer:      [['1998', '1964', '1966', '1993', '1947', '1999', '1955', '2007']]
Predicted Ans:    1993
Predicted Path:   Invasion of the Body Snatchers --[written_by]--> Jack Finney --[(INV) written_by]--> Body Snatchers --[release_year]--> 1993
Path (Raw):       Invasion of the Body Snatchers --[written_by]--> Jack Finney --[(INV) written_by]--> Body Snatchers --[release_year]--> 1993
Neg LogProb(↓):   1.192285
Path Entropy(↓):  1.855468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie the rain people
Start Entity:     The Rain People
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   The Rain People --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Path (Raw):       The Rain People --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.364658
Path Entropy(↓):  1.498295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by emperor actors
Start Entity:     Emperor
Gold Answer:      [['Paul F. Edwards', 'Michael Lessac', 'Rúnar Rúnarsson', 'Jerome Armstrong', 'Ron Shelton', 'Paul Haggis', 'Loretta Lynn', 'George Vecsey', 'James Lee Burke', 'Stephen Peters', 'Rama Laurie Stagner', 'John J. McLaughlin', 'Scott Lobdell', 'John Wells', 'Kieran Fitzgerald', 'Glendon Swarthout', 'Jerzy Kromolowski', 'Ethan Coen', 'Lowell Cunningham', 'Charles Webb', 'Vanessa Taylor', 'Arlene Sarner', 'Jerry Leichtling', 'Garrison Keillor', 'Roy Huggins', 'Cormac McCarthy', 'James Patterson', 'Marc Moss', 'Kerry Williamson', 'John Carpenter', 'John Pogue', 'John Grisham', 'Al Stump', 'Barry L. Levy', 'Paul Schrader', 'Jamie Linden', 'Graham Greene', 'Mark Boal', 'Guillermo Arriaga', 'Heywood Gould', 'Mike Figgis', 'Billy Ray', 'Tommy Lee Jones', 'Nick Thiel']]
Predicted Ans:    Lowell Cunningham
Predicted Path:   Emperor --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> Men in Black --[written_by]--> Lowell Cunningham
Path (Raw):       Emperor --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> Men in Black --[written_by]--> Lowell Cunningham
Neg LogProb(↓):   0.974178
Path Entropy(↓):  1.427719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by thunderbolt writers
Start Entity:     Thunderbolt
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Thunderbolt --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[has_genre]--> Action
Path (Raw):       Thunderbolt --[written_by]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[has_genre]--> Action
Neg LogProb(↓):   0.008741
Path Entropy(↓):  0.059309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with burt shevelove
Start Entity:     Burt Shevelove
Gold Answer:      [['Robert Louis Stevenson', 'Melvin Frank', 'Lloyd Osbourne', 'Larry Gelbart', 'Michael Pertwee']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Burt Shevelove --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Path (Raw):       Burt Shevelove --[No Operation]--> Burt Shevelove --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.021766
Path Entropy(↓):  0.109637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by matthew weisman in
Start Entity:     Matthew Weisman
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Matthew Weisman --[(INV) written_by]--> Teen Wolf --[has_genre]--> Comedy
Path (Raw):       Matthew Weisman --[No Operation]--> Matthew Weisman --[(INV) written_by]--> Teen Wolf --[has_genre]--> Comedy
Neg LogProb(↓):   0.000946
Path Entropy(↓):  0.008005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by dariel telfer
Start Entity:     Dariel Telfer
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dariel Telfer --[(INV) written_by]--> The Caretakers --[has_genre]--> Drama
Path (Raw):       Dariel Telfer --[No Operation]--> Dariel Telfer --[(INV) written_by]--> The Caretakers --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film memory are written by who
Start Entity:     Memory
Gold Answer:      [['Alki David', 'Stewart Raffill', 'Lee Falk', 'Charles Williams', 'Giorgio Serafini', 'Shawn Sourgose', 'Rey Reyes']]
Predicted Ans:    Alki David
Predicted Path:   Memory --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[written_by]--> Alki David
Path (Raw):       Memory --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[written_by]--> Alki David
Neg LogProb(↓):   0.000330
Path Entropy(↓):  0.003022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is the roots of heaven
Start Entity:     The Roots of Heaven
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Roots of Heaven --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       The Roots of Heaven --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   1.267405
Path Entropy(↓):  2.187301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with david von ancken
Start Entity:     David Von Ancken
Gold Answer:      [['Abby Everett Jaques']]
Predicted Ans:    David Von Ancken
Predicted Path:   David Von Ancken --[(INV) written_by]--> Seraphim Falls --[written_by]--> David Von Ancken
Path (Raw):       David Von Ancken --[No Operation]--> David Von Ancken --[(INV) written_by]--> Seraphim Falls --[written_by]--> David Von Ancken
Neg LogProb(↓):   0.009824
Path Entropy(↓):  0.065836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by last chance harvey actors
Start Entity:     Last Chance Harvey
Gold Answer:      [['Elaine May', 'John Schlesinger', 'Stephen Frears', 'Dustin Hoffman', 'Wolfgang Petersen', 'Mike Nichols', 'Kirk Jones', 'David O. Russell', 'Volker Schlöndorff', 'Barry Levinson', 'Michael Apted', 'Brenda Chapman', 'Thomas McCarthy', 'Mark Andrews', 'Steve Purcell', 'Alex Segal', 'Zach Helm', 'Mel Smith', 'Franklin J. Schaffner', 'Michael Corrente', 'Paul Weitz', 'Jay Roach', 'Alan Rickman', 'Gary Fleder', 'Robert Benton', 'Mark Osborne', 'John Stevenson', 'Steven Spielberg', 'Sebastian Gutierrez', 'Ulu Grosbard', 'Sidney Lumet', 'John Lee Hancock', 'J.T. Tepnapa', 'Arthur Penn', 'Sydney Pollack', 'Rod Lurie', 'Sam Peckinpah', 'Bob Fosse', 'Jim Sheridan', 'James Ivory', 'Alan J. Pakula']]
Predicted Ans:    John Schlesinger
Predicted Path:   Last Chance Harvey --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[directed_by]--> John Schlesinger
Path (Raw):       Last Chance Harvey --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.017578
Path Entropy(↓):  0.113966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the atomic submarine
Start Entity:     The Atomic Submarine
Gold Answer:      [['Abem Finkel', 'Douglas Morrow', 'Peter Hyams', 'Richard Blake', 'Edward Anhalt', 'Harry Brown', 'Robert Lord', "Dan O'Bannon", 'Don Jakoby', 'Mae West', 'William Wister Haines']]
Predicted Ans:    Peter Hyams
Predicted Path:   The Atomic Submarine --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Path (Raw):       The Atomic Submarine --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.680141
Path Entropy(↓):  1.250453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by yuval adler released
Start Entity:     Yuval Adler
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Yuval Adler --[(INV) directed_by]--> Bethlehem --[release_year]--> 2013
Path (Raw):       Yuval Adler --[No Operation]--> Yuval Adler --[(INV) directed_by]--> Bethlehem --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did evan glodell direct
Start Entity:     Evan Glodell
Gold Answer:      [['Bellflower']]
Predicted Ans:    Bellflower
Predicted Path:   Evan Glodell --[(INV) directed_by]--> Bellflower --[directed_by]--> Evan Glodell --[(INV) directed_by]--> Bellflower
Path (Raw):       Evan Glodell --[(INV) directed_by]--> Bellflower --[directed_by]--> Evan Glodell --[(INV) directed_by]--> Bellflower
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie mondays in the sun were in which genres
Start Entity:     Mondays in the Sun
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Mondays in the Sun --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[has_genre]--> Thriller
Path (Raw):       Mondays in the Sun --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[has_genre]--> Thriller
Neg LogProb(↓):   0.428866
Path Entropy(↓):  1.209794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie torn curtain
Start Entity:     Torn Curtain
Gold Answer:      [['Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'David S. Ward', 'Paddy Chayefsky', 'John Milius', 'François Truffaut', 'Larry McMurtry', 'David Mamet', 'Rod Serling', 'Melville Shavelson', 'William R. Lipman', 'Sam Raimi', 'Robert Benton', 'Richard Russo', 'William Peter Blatty', 'Elmore Leonard', 'Walter Tevis', 'Robert Stone', 'Sam Hellman', 'Stephenie Meyer', 'Andrew Adamson', 'Conrad Vernon', 'Max Shulman', 'Richard Morris', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Robert Rossen', 'Walter Bernstein', 'William Bradford Huie', 'Frank Pierson', 'Harold Flender', 'Huey Perry', 'Melissa Rosenberg', 'Blaze Starr', 'Richard Brooks', 'Peter Milne', 'Israel Zangwill', 'James A. Michener', 'Bill Walsh', 'Don DaGradi', 'Sidney Carroll', 'Thomas B. Costain', 'Howard Lindsay', 'Russel Crouse', 'Beth Henley', 'Robert Altman', 'Nancy Dowd', 'Gore Vidal', 'Irving Wallace', 'Damon Runyon', 'John Gay', 'Ken Kesey', 'Irving Ravetch', 'William Faulkner', 'Terrence Malick', 'John Lasseter', 'Arthur Kopit', 'Richard Price', "John O'Hara", 'Ron Shelton', 'Leslie Stevens', 'Ernest Lehman', 'Blake Edwards', 'Ethan Coen', 'Nicholas Sparks', 'Gladys Lehman', 'Meg Cabot', 'Stirling Silliphant', 'Donn Pearce', 'E. Max Frye', 'Leo McCarey', 'William Goldman', 'Barry Reed', 'James Poe', 'Ross Macdonald']]
Predicted Ans:    Blake Edwards
Predicted Path:   Torn Curtain --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Torn Curtain --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.925325
Path Entropy(↓):  1.646302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie man of the east
Start Entity:     Man of the East
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Man of the East --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Man of the East --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.625744
Path Entropy(↓):  3.355473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the case of the lucky legs were released in which years
Start Entity:     The Case of the Lucky Legs
Gold Answer:      [['1998', '1963', '1934', '1939', '1933', '2003', '1959', '1940', '2014', '1932', '1935']]
Predicted Ans:    1939
Predicted Path:   The Case of the Lucky Legs --[starred_actors]--> Warren William --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Path (Raw):       The Case of the Lucky Legs --[starred_actors]--> Warren William --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Neg LogProb(↓):   0.779036
Path Entropy(↓):  1.204749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by judi dench
Start Entity:     judi dench
Gold Answer:      [['Shakespeare in Love', 'Chocolat', 'The Best Exotic Marigold Hotel', 'Mrs Henderson Presents', 'Notes on a Scandal', 'The Shipping News', 'Philomena', 'Skyfall', 'GoldenEye']]
Predicted Ans:    The Matador
Predicted Path:   judi dench --[(INV) has_tags]--> GoldenEye --[has_tags]--> pierce brosnan --[(INV) has_tags]--> The Matador
Path (Raw):       judi dench --[(INV) has_tags]--> GoldenEye --[has_tags]--> pierce brosnan --[(INV) has_tags]--> The Matador
Neg LogProb(↓):   0.037243
Path Entropy(↓):  0.182744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by edward levy in
Start Entity:     Edward Levy
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Edward Levy --[(INV) written_by]--> The Beast Within --[has_genre]--> Horror
Path (Raw):       Edward Levy --[No Operation]--> Edward Levy --[(INV) written_by]--> The Beast Within --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film orlando
Start Entity:     Orlando
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Orlando --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       Orlando --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.051253
Path Entropy(↓):  4.552751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with cars 2 in
Start Entity:     Cars 2
Gold Answer:      [['French', 'English', 'Italian', 'German', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Cars 2 --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Path (Raw):       Cars 2 --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   1.043246
Path Entropy(↓):  1.940639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by tim ryan were directed by who
Start Entity:     Tim Ryan
Gold Answer:      [['William Beaudine']]
Predicted Ans:    William Beaudine
Predicted Path:   Tim Ryan --[(INV) starred_actors]--> Adventures of Kitty O'Day --[directed_by]--> William Beaudine
Path (Raw):       Tim Ryan --[No Operation]--> Tim Ryan --[(INV) starred_actors]--> Adventures of Kitty O'Day --[directed_by]--> William Beaudine
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by alexandra pelosi
Start Entity:     Alexandra Pelosi
Gold Answer:      [['George W. Bush']]
Predicted Ans:    George W. Bush
Predicted Path:   Alexandra Pelosi --[(INV) directed_by]--> Journeys with George --[starred_actors]--> George W. Bush
Path (Raw):       Alexandra Pelosi --[No Operation]--> Alexandra Pelosi --[(INV) directed_by]--> Journeys with George --[starred_actors]--> George W. Bush
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by they won't believe me actors
Start Entity:     They Won't Believe Me
Gold Answer:      [['W. Somerset Maugham', 'Nelson Gidding', 'Don Mankiewicz', 'Helen Deutsch', 'Nat Perrin', 'Robert Guédiguian', 'Ed Montgomery', 'Lillian Roth', 'Edward E. Paramore Jr.', 'Gerold Frank', 'Mike Connolly', 'Barbara Graham', 'Jay Richard Kennedy', 'Joseph L. Mankiewicz', 'Erich Maria Remarque', 'Philip Dunne', 'Casey Robinson', 'Lamar Trotti', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Horace McCoy', 'Claude Stanush', 'John Paxton', 'David Dortort', 'Ernest K. Gann', 'Arthur Wing Pinero', 'Robert Pirosh', 'Marc Connelly', 'Thorne Smith', 'Ben Jonson', 'Thomas Sterling', 'Wells Root', 'F. Hugh Herbert', 'John Patrick', 'Jerome Weidman', 'F. Scott Fitzgerald', 'Arthur Sheekman', 'William Ludwig', 'William M. Conselman', 'Humphrey Pearson', 'Eleanore Griffin', 'Donald Ogden Stewart', 'Frederick Knott', 'Noel Langley', 'Daniel Mainwaring', 'John Michael Hayes', 'Ferenc Molnár', 'Harold Robbins', 'John L. Balderston', 'Irving Stone', 'John Galsworthy', 'Kenneth Roberts', 'Fannie Hurst', 'Karl Tunberg', 'Richard Wormser', 'Oscar Wilde', 'Richard Brooks', 'Zane Grey', 'Gwen Davenport', 'Arthur Mayse', 'Samuel G. Engel', 'Lloyd C. Douglas']]
Predicted Ans:    Philip Dunne
Predicted Path:   They Won't Believe Me --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Path (Raw):       They Won't Believe Me --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.303425
Path Entropy(↓):  0.689235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter honore de balzac co - wrote movies with who
Start Entity:     Honoré de Balzac
Gold Answer:      [['Yves Angelo', 'Jacques Rivette', 'Lavinia Currier']]
Predicted Ans:    Jacques Rivette
Predicted Path:   Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse --[written_by]--> Jacques Rivette
Path (Raw):       Honoré de Balzac --[No Operation]--> Honoré de Balzac --[(INV) written_by]--> La Belle Noiseuse --[written_by]--> Jacques Rivette
Neg LogProb(↓):   0.117783
Path Entropy(↓):  0.348976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote uuno turhapuro armeijan leivissa
Start Entity:     Uuno Turhapuro armeijan leivissä
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Uuno Turhapuro armeijan leivissä --[written_by]--> Spede Pasanen --[(INV) written_by]--> Uuno Turhapuro armeijan leivissä --[has_genre]--> Comedy
Path (Raw):       Uuno Turhapuro armeijan leivissä --[written_by]--> Spede Pasanen --[(INV) written_by]--> Uuno Turhapuro armeijan leivissä --[has_genre]--> Comedy
Neg LogProb(↓):   0.640408
Path Entropy(↓):  0.771997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of world trade center
Start Entity:     World Trade Center
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   World Trade Center --[directed_by]--> Oliver Stone --[(INV) directed_by]--> Comandante --[directed_by]--> Oliver Stone
Path (Raw):       World Trade Center --[directed_by]--> Oliver Stone --[(INV) directed_by]--> Comandante --[directed_by]--> Oliver Stone
Neg LogProb(↓):   0.683735
Path Entropy(↓):  1.102885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with the lost weekend in
Start Entity:     The Lost Weekend
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   The Lost Weekend --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Stalag 17 --[in_language]--> German
Path (Raw):       The Lost Weekend --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Stalag 17 --[in_language]--> German
Neg LogProb(↓):   0.609557
Path Entropy(↓):  1.141168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in scar
Start Entity:     Scar
Gold Answer:      [['Angela Bettis']]
Predicted Ans:    Anna Faris
Predicted Path:   Scar --[starred_actors]--> Angela Bettis --[(INV) starred_actors]--> May --[starred_actors]--> Anna Faris
Path (Raw):       Scar --[starred_actors]--> Angela Bettis --[(INV) starred_actors]--> May --[starred_actors]--> Anna Faris
Neg LogProb(↓):   0.001064
Path Entropy(↓):  0.008551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for gold diggers of 1935
Start Entity:     Gold Diggers of 1935
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Gold Diggers of 1935 --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Gold Diggers of 1935 --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.869162
Path Entropy(↓):  1.447847
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in irma la douce
Start Entity:     Irma la Douce
Gold Answer:      [['1970', '1954', '2003', '1992', '1959', '1993', '1967', '1979', '1974', '1984', '1977', '2007', '1968', '1963', '1998', '1957', '1982', '1973', '1994', '1931', '1983', '1995', '1972', '1990', '1989', '1942', '1996', '1981', '2012', '1961', '2011', '1955', '1986', '1962', '2000', '1964', '1997', '1966', '1960', '2005', '1965', '1999', '1969', '1958']]
Predicted Ans:    1931
Predicted Path:   Irma la Douce --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Path (Raw):       Irma la Douce --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Neg LogProb(↓):   1.526281
Path Entropy(↓):  3.200188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is blue streak
Start Entity:     Blue Streak
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Blue Streak --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Blue Streak --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.300200
Path Entropy(↓):  4.336724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by kalki koechlin
Start Entity:     Kalki Koechlin
Gold Answer:      [['Mikael Håfström', 'Dibakar Banerjee', 'Zoya Akhtar']]
Predicted Ans:    Mikael Håfström
Predicted Path:   Kalki Koechlin --[(INV) starred_actors]--> Shanghai --[directed_by]--> Mikael Håfström
Path (Raw):       Kalki Koechlin --[No Operation]--> Kalki Koechlin --[(INV) starred_actors]--> Shanghai --[directed_by]--> Mikael Håfström
Neg LogProb(↓):   0.027683
Path Entropy(↓):  0.125792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer carl franklin
Start Entity:     Carl Franklin
Gold Answer:      [['Don Cheadle', 'Jennifer Beals', 'Denzel Washington', 'Tom Sizemore']]
Predicted Ans:    Don Cheadle
Predicted Path:   Carl Franklin --[(INV) written_by]--> Devil in a Blue Dress --[starred_actors]--> Don Cheadle
Path (Raw):       Carl Franklin --[No Operation]--> Carl Franklin --[(INV) written_by]--> Devil in a Blue Dress --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.290018
Path Entropy(↓):  0.775805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of man exposed
Start Entity:     Man Exposed
Gold Answer:      [['Frozen Land', 'Tears of April', 'Restless', 'Naked Harbour']]
Predicted Ans:    Restless
Predicted Path:   Man Exposed --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless
Path (Raw):       Man Exposed --[No Operation]--> Man Exposed --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless
Neg LogProb(↓):   0.023753
Path Entropy(↓):  0.113369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie watching the detectives
Start Entity:     Watching the Detectives
Gold Answer:      [['Paul Soter']]
Predicted Ans:    Paul Soter
Predicted Path:   Watching the Detectives --[directed_by]--> Paul Soter --[(INV) directed_by]--> Watching the Detectives --[directed_by]--> Paul Soter
Path (Raw):       Watching the Detectives --[directed_by]--> Paul Soter --[(INV) directed_by]--> Watching the Detectives --[directed_by]--> Paul Soter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie jonny vang
Start Entity:     Jonny Vang
Gold Answer:      [['2006']]
Predicted Ans:    2003
Predicted Path:   Jonny Vang --[directed_by]--> Jens Lien --[(INV) directed_by]--> Jonny Vang --[release_year]--> 2003
Path (Raw):       Jonny Vang --[directed_by]--> Jens Lien --[(INV) directed_by]--> Jonny Vang --[release_year]--> 2003
Neg LogProb(↓):   0.221971
Path Entropy(↓):  0.582293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by glenn quinn were released in which years
Start Entity:     Glenn Quinn
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Glenn Quinn --[(INV) starred_actors]--> Dr. Giggles --[release_year]--> 1992
Path (Raw):       Glenn Quinn --[No Operation]--> Glenn Quinn --[(INV) starred_actors]--> Dr. Giggles --[release_year]--> 1992
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by arne skouen starred who
Start Entity:     Arne Skouen
Gold Answer:      [['Paris Hilton']]
Predicted Ans:    Paris Hilton
Predicted Path:   Arne Skouen --[(INV) written_by]--> Nine Lives --[starred_actors]--> Paris Hilton
Path (Raw):       Arne Skouen --[No Operation]--> Arne Skouen --[(INV) written_by]--> Nine Lives --[starred_actors]--> Paris Hilton
Neg LogProb(↓):   0.021689
Path Entropy(↓):  0.103650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the jeepers creepers director
Start Entity:     Jeepers Creepers
Gold Answer:      [['Dan Millman', 'Kerry Douglas Dye', 'Darin Scott', 'Victor Salva', 'Kevin Bernhardt']]
Predicted Ans:    Victor Salva
Predicted Path:   Jeepers Creepers --[directed_by]--> Victor Salva --[(INV) directed_by]--> Powder --[written_by]--> Victor Salva
Path (Raw):       Jeepers Creepers --[directed_by]--> Victor Salva --[(INV) directed_by]--> Powder --[written_by]--> Victor Salva
Neg LogProb(↓):   0.650532
Path Entropy(↓):  1.008601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the magus were released in which years
Start Entity:     The Magus
Gold Answer:      [['1980', '1970', '1946', '1954', '2008', '2003', '1992', '1959', '2006', '1985', '1967', '1979', '1974', '1984', '2007', '1939', '2009', '1957', '2004', '1982', '1973', '1953', '1994', '1956', '1943', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '1942', '1996', '2002', '1981', '1961', '2012', '2011', '1962', '1988', '1978', '1964', '1975', '2000', '1966', '1960', '2005', '1969', '1965', '1999', '1945', '1987', '1986', '1952', '1958']]
Predicted Ans:    2002
Predicted Path:   The Magus --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[release_year]--> 2002
Path (Raw):       The Magus --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[release_year]--> 2002
Neg LogProb(↓):   1.918736
Path Entropy(↓):  3.064729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by spencer's mountain actors release
Start Entity:     Spencer's Mountain
Gold Answer:      [['1970', '1946', '1944', '1959', '1993', '1935', '1941', '1977', '1968', '1963', '1998', '1939', '1957', '1953', '1947', '1994', '1956', '1943', '1976', '1948', '1989', '1942', '1938', '1996', '1940', '1981', '1961', '1955', '1962', '1964', '1949', '1966', '1950', '1960', '1952', '1991', '1965', '1999', '1945', '1937']]
Predicted Ans:    1948
Predicted Path:   Spencer's Mountain --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Path (Raw):       Spencer's Mountain --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.698556
Path Entropy(↓):  3.052260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did ted tally write the story for
Start Entity:     Ted Tally
Gold Answer:      [['White Palace', 'Red Dragon']]
Predicted Ans:    White Palace
Predicted Path:   Ted Tally --[(INV) written_by]--> White Palace --[written_by]--> Glenn Savan --[(INV) written_by]--> White Palace
Path (Raw):       Ted Tally --[(INV) written_by]--> White Palace --[written_by]--> Glenn Savan --[(INV) written_by]--> White Palace
Neg LogProb(↓):   0.000943
Path Entropy(↓):  0.008000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the devil wears prada in
Start Entity:     The Devil Wears Prada
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Devil Wears Prada --[directed_by]--> David Frankel --[(INV) directed_by]--> Hope Springs --[in_language]--> English
Path (Raw):       The Devil Wears Prada --[directed_by]--> David Frankel --[(INV) directed_by]--> Hope Springs --[in_language]--> English
Neg LogProb(↓):   0.001218
Path Entropy(↓):  0.010684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed a night to remember
Start Entity:     A Night to Remember
Gold Answer:      [['Roy Ward Baker']]
Predicted Ans:    Richard Wallace
Predicted Path:   A Night to Remember --[directed_by]--> Richard Wallace --[(INV) directed_by]--> Adventure in Baltimore --[directed_by]--> Richard Wallace
Path (Raw):       A Night to Remember --[directed_by]--> Richard Wallace --[(INV) directed_by]--> Adventure in Baltimore --[directed_by]--> Richard Wallace
Neg LogProb(↓):   0.507285
Path Entropy(↓):  0.809573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie ready to rumble
Start Entity:     Ready to Rumble
Gold Answer:      [['Brian Robbins']]
Predicted Ans:    Brian Robbins
Predicted Path:   Ready to Rumble --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Norbit --[directed_by]--> Brian Robbins
Path (Raw):       Ready to Rumble --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Norbit --[directed_by]--> Brian Robbins
Neg LogProb(↓):   0.468810
Path Entropy(↓):  0.790757
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by marlene jobert
Start Entity:     Marlène Jobert
Gold Answer:      [['1966', '1968']]
Predicted Ans:    1968
Predicted Path:   Marlène Jobert --[(INV) starred_actors]--> Very Happy Alexander --[release_year]--> 1968
Path (Raw):       Marlène Jobert --[No Operation]--> Marlène Jobert --[(INV) starred_actors]--> Very Happy Alexander --[release_year]--> 1968
Neg LogProb(↓):   0.266098
Path Entropy(↓):  0.543633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie love letter
Start Entity:     Love Letter
Gold Answer:      [['Shunji Iwai']]
Predicted Ans:    Shunji Iwai
Predicted Path:   Love Letter --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> Hana and Alice --[directed_by]--> Shunji Iwai
Path (Raw):       Love Letter --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> Hana and Alice --[directed_by]--> Shunji Iwai
Neg LogProb(↓):   0.031004
Path Entropy(↓):  0.138487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with beware of a holy whore in
Start Entity:     Beware of a Holy Whore
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Beware of a Holy Whore --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Gods of the Plague --[in_language]--> German
Path (Raw):       Beware of a Holy Whore --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Gods of the Plague --[in_language]--> German
Neg LogProb(↓):   0.576266
Path Entropy(↓):  1.351830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of lowell dean directed movies
Start Entity:     Lowell Dean
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Lowell Dean --[(INV) directed_by]--> WolfCop --[release_year]--> 2014
Path (Raw):       Lowell Dean --[No Operation]--> Lowell Dean --[(INV) directed_by]--> WolfCop --[release_year]--> 2014
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of fiend without a face also directed which movies
Start Entity:     Fiend Without a Face
Gold Answer:      [['Madonna of the Seven Moons']]
Predicted Ans:    Madonna of the Seven Moons
Predicted Path:   Fiend Without a Face --[directed_by]--> Arthur Crabtree --[(INV) directed_by]--> Madonna of the Seven Moons
Path (Raw):       Fiend Without a Face --[directed_by]--> Arthur Crabtree --[(INV) directed_by]--> Madonna of the Seven Moons --[No Operation]--> Madonna of the Seven Moons
Neg LogProb(↓):   0.352125
Path Entropy(↓):  0.610403
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter anna boden co - wrote movies with who
Start Entity:     Anna Boden
Gold Answer:      [['Ryan Fleck', 'Ned Vizzini']]
Predicted Ans:    Anna Boden
Predicted Path:   Anna Boden --[(INV) written_by]--> It's Kind of a Funny Story --[written_by]--> Anna Boden
Path (Raw):       Anna Boden --[No Operation]--> Anna Boden --[(INV) written_by]--> It's Kind of a Funny Story --[written_by]--> Anna Boden
Neg LogProb(↓):   0.084828
Path Entropy(↓):  0.334798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by bruce brown
Start Entity:     Bruce Brown
Gold Answer:      [['Robert August']]
Predicted Ans:    Robert August
Predicted Path:   Bruce Brown --[(INV) directed_by]--> The Endless Summer --[starred_actors]--> Robert August
Path (Raw):       Bruce Brown --[No Operation]--> Bruce Brown --[(INV) directed_by]--> The Endless Summer --[starred_actors]--> Robert August
Neg LogProb(↓):   0.132418
Path Entropy(↓):  0.377672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the secret agent actors release
Start Entity:     The Secret Agent
Gold Answer:      [['1980', '2003', '1993', '2006', '2007', '1998', '2014', '1994', '1995', '2001', '1990', '1996', '2002', '2011', '1988', '2000', '1997', '1975', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   The Secret Agent --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Path (Raw):       The Secret Agent --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Neg LogProb(↓):   0.968121
Path Entropy(↓):  2.018331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was bill fishman a writer on
Start Entity:     Bill Fishman
Gold Answer:      [['Tapeheads']]
Predicted Ans:    Tapeheads
Predicted Path:   Bill Fishman --[(INV) written_by]--> Tapeheads --[written_by]--> Bill Fishman --[(INV) written_by]--> Tapeheads
Path (Raw):       Bill Fishman --[(INV) written_by]--> Tapeheads --[written_by]--> Bill Fishman --[(INV) written_by]--> Tapeheads
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film changing lanes are written by who
Start Entity:     Changing Lanes
Gold Answer:      [['John Gatins', 'Carlo Carlei', 'Tony Mendez', 'Joshuah Bearman', 'James Herbert', 'David Soren', 'Richard Price', 'Gillian Flynn', 'Chuck Hogan', 'Dashiell Hammett', 'Aimee Lagos', 'Michael Crichton', 'Bob Saget', 'Stephen Carpenter', 'Margaret Oberman', 'Paul Thomas Anderson', 'Thomas Berger', 'Peter A. Dowling', 'Mike Binder', 'Quentin Tarantino', 'John Wells', 'Chris Fisher', 'Michael Bortman', 'J.R. Moehringer', 'Brian Koppelman', 'David Levien', 'Don Roos', 'Charles Lederer', 'Eleazar Lipsky', 'Rod Serling', 'Matthew Michael Carnahan', 'Philip K. Dick', 'Ben Affleck', 'Irving Wallace', 'Jim Piddock', 'Shana Larsen', 'Gene Quintano', 'Cormac McCarthy', 'Mike Judge', 'John Grisham', 'Matt Damon', 'Ernest Tidyman', 'Ann Peacock', 'Antjie Krog', 'Sarah Thorp', 'John Singleton', 'John Heffernan', 'Shane Black', 'David Dalessandro', 'Tony Gilroy', 'Mark Schwahn', 'Mark Steven Johnson', 'Martin Brest', 'David Loughery', 'Steve Barancik', 'Kasi Lemmons', 'Craig Brewer', 'Elmore Leonard', 'Allison Burnett', 'George Dawes Green', 'Jay Lacopo', 'Ben Hecht', 'M. Night Shyamalan', 'Terrence Malick', 'Howard Korder', 'Randall Wallace', 'Seth Michael Donsky', 'Keith Scholey', 'Billy Ray']]
Predicted Ans:    Randall Wallace
Predicted Path:   Changing Lanes --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Path (Raw):       Changing Lanes --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.218624
Path Entropy(↓):  0.737174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of as i lay dying is also the director of which movies
Start Entity:     As I Lay Dying
Gold Answer:      [['Good Time Max', 'Interior. Leather Bar.', 'Child of God']]
Predicted Ans:    As I Lay Dying
Predicted Path:   As I Lay Dying --[directed_by]--> James Franco --[(INV) directed_by]--> As I Lay Dying
Path (Raw):       As I Lay Dying --[directed_by]--> James Franco --[(INV) directed_by]--> As I Lay Dying --[No Operation]--> As I Lay Dying
Neg LogProb(↓):   0.516748
Path Entropy(↓):  0.996149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed lethal weapon 4
Start Entity:     Lethal Weapon 4
Gold Answer:      [['Richard Donner']]
Predicted Ans:    Richard Donner
Predicted Path:   Lethal Weapon 4 --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[directed_by]--> Richard Donner
Path (Raw):       Lethal Weapon 4 --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[directed_by]--> Richard Donner
Neg LogProb(↓):   0.326274
Path Entropy(↓):  0.982815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the island director
Start Entity:     The Island
Gold Answer:      [['Finnish', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Island --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[in_language]--> Japanese
Path (Raw):       The Island --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[in_language]--> Japanese
Neg LogProb(↓):   0.136795
Path Entropy(↓):  0.448379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by gustave flaubert
Start Entity:     Gustave Flaubert
Gold Answer:      [['Louis Jourdan', 'Van Heflin', 'Jennifer Jones', 'Isabelle Huppert', 'James Mason']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Gustave Flaubert --[(INV) written_by]--> Madame Bovary --[starred_actors]--> Isabelle Huppert
Path (Raw):       Gustave Flaubert --[No Operation]--> Gustave Flaubert --[(INV) written_by]--> Madame Bovary --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.786460
Path Entropy(↓):  1.122494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie wasabi
Start Entity:     Wasabi
Gold Answer:      [['Michel Muller', 'Jean Reno']]
Predicted Ans:    Michel Muller
Predicted Path:   Wasabi --[starred_actors]--> Michel Muller --[(INV) starred_actors]--> Wasabi --[starred_actors]--> Michel Muller
Path (Raw):       Wasabi --[starred_actors]--> Michel Muller --[(INV) starred_actors]--> Wasabi --[starred_actors]--> Michel Muller
Neg LogProb(↓):   0.252822
Path Entropy(↓):  0.725838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote making plans for lena
Start Entity:     Making Plans for Lena
Gold Answer:      [['2010', '2002', '2007']]
Predicted Ans:    2010
Predicted Path:   Making Plans for Lena --[written_by]--> Christophe Honoré --[(INV) written_by]--> Man at Bath --[release_year]--> 2010
Path (Raw):       Making Plans for Lena --[written_by]--> Christophe Honoré --[(INV) written_by]--> Man at Bath --[release_year]--> 2010
Neg LogProb(↓):   0.588366
Path Entropy(↓):  1.009599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did bella darvi star in
Start Entity:     Bella Darvi
Gold Answer:      [['Hell and High Water']]
Predicted Ans:    Time Limit
Predicted Path:   Bella Darvi --[(INV) starred_actors]--> Hell and High Water --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Time Limit
Path (Raw):       Bella Darvi --[(INV) starred_actors]--> Hell and High Water --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Time Limit
Neg LogProb(↓):   0.741769
Path Entropy(↓):  1.072518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by michael anderson were written by who
Start Entity:     Michael Anderson
Gold Answer:      [['Max Ehrlich', 'George Clayton Johnson', 'David Zelag Goodman', 'William F. Nolan', 'George Orwell', 'John Varley', 'Hammond Innes', 'Emeric Pressburger', 'Vittoriano Petrilli', 'Ray Rigby', 'Duilio Coletti', 'Derry Quinn', 'Paul Brickhill', 'Guy Gibson', 'Joseph Stefano', 'George Jonas', 'Chris Bryant', 'Roméo Dallaire', 'Harold Pinter', 'Rosamond Marshall']]
Predicted Ans:    Hammond Innes
Predicted Path:   Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[written_by]--> Hammond Innes
Path (Raw):       Michael Anderson --[No Operation]--> Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[written_by]--> Hammond Innes
Neg LogProb(↓):   0.047947
Path Entropy(↓):  0.257015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed max payne
Start Entity:     Max Payne
Gold Answer:      [['Horror', 'War', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Max Payne --[directed_by]--> John Moore --[(INV) directed_by]--> The Omen --[has_genre]--> Horror
Path (Raw):       Max Payne --[directed_by]--> John Moore --[(INV) directed_by]--> The Omen --[has_genre]--> Horror
Neg LogProb(↓):   0.823743
Path Entropy(↓):  1.071451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor phillips holmes appeared in the same movie with who
Start Entity:     Phillips Holmes
Gold Answer:      [['Walter Huston']]
Predicted Ans:    Walter Huston
Predicted Path:   Phillips Holmes --[(INV) starred_actors]--> The Criminal Code --[starred_actors]--> Walter Huston
Path (Raw):       Phillips Holmes --[No Operation]--> Phillips Holmes --[(INV) starred_actors]--> The Criminal Code --[starred_actors]--> Walter Huston
Neg LogProb(↓):   0.000246
Path Entropy(↓):  0.002288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in set me free
Start Entity:     Set Me Free
Gold Answer:      [['Karine Vanasse']]
Predicted Ans:    Karine Vanasse
Predicted Path:   Set Me Free --[starred_actors]--> Karine Vanasse --[(INV) starred_actors]--> Set Me Free --[starred_actors]--> Karine Vanasse
Path (Raw):       Set Me Free --[starred_actors]--> Karine Vanasse --[(INV) starred_actors]--> Set Me Free --[starred_actors]--> Karine Vanasse
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by derek jarman released
Start Entity:     Derek Jarman
Gold Answer:      [['1968', '1976', '1978', '1988', '1993', '1991', '2010', '1979', '1986']]
Predicted Ans:    1968
Predicted Path:   Derek Jarman --[(INV) written_by]--> Blue --[release_year]--> 1968
Path (Raw):       Derek Jarman --[No Operation]--> Derek Jarman --[(INV) written_by]--> Blue --[release_year]--> 1968
Neg LogProb(↓):   0.887458
Path Entropy(↓):  1.596344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of kari matchett acted films
Start Entity:     Kari Matchett
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Kari Matchett --[(INV) starred_actors]--> Civic Duty --[release_year]--> 2006
Path (Raw):       Kari Matchett --[No Operation]--> Kari Matchett --[(INV) starred_actors]--> Civic Duty --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed counsellor at law
Start Entity:     Counsellor at Law
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Horror', 'History', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Counsellor at Law --[directed_by]--> William Wyler --[(INV) directed_by]--> Come and Get It --[has_genre]--> Drama
Path (Raw):       Counsellor at Law --[directed_by]--> William Wyler --[(INV) directed_by]--> Come and Get It --[has_genre]--> Drama
Neg LogProb(↓):   1.398256
Path Entropy(↓):  2.044093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Zak bagans was the director of which movies
Start Entity:     Zak Bagans
Gold Answer:      [['Ghost Adventures']]
Predicted Ans:    Ghost Adventures
Predicted Path:   Zak Bagans --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff --[(INV) directed_by]--> Ghost Adventures
Path (Raw):       Zak Bagans --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff --[(INV) directed_by]--> Ghost Adventures
Neg LogProb(↓):   0.648053
Path Entropy(↓):  0.692230
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by dustin hoffman were written by who
Start Entity:     Dustin Hoffman
Gold Answer:      [['Joel Hopkins', 'David Zelag Goodman', 'Murray Schisgal', 'Elaine May', 'Waldo Salt', 'James Leo Herlihy', 'Larry Gelbart', 'Michael Crichton', 'Tom Stoppard', 'David O. Russell', 'Jeff Baena', 'E.L. Doctorow', 'Thomas Berger', 'Barry Morrow', 'David Mamet', 'Arthur Miller', 'Tom Matthews', 'Thomas McCarthy', 'Eric Williams', 'Zach Helm', 'Charles Webb', 'Ronald Bass', 'James V. Hart', 'Malia Scotch Marmo', 'Paul Sado', 'Stanley Roberts', 'John Grisham', 'Calder Willingham', 'Julian Barry', 'Carl Bernstein', 'Bob Woodward', 'Buck Henry', 'Henri Charrière', 'William Goldman', 'Kathleen Tynan', 'Rod Lurie', 'Gordon Williams', 'Vincent Patrick', 'Sam Peckinpah', 'Nick Castle', 'Hilary Henkin', 'Larry Beinhart']]
Predicted Ans:    William Goldman
Predicted Path:   Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Path (Raw):       Dustin Hoffman --[No Operation]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[written_by]--> William Goldman
Neg LogProb(↓):   0.007523
Path Entropy(↓):  0.056870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of strange brew
Start Entity:     Strange Brew
Gold Answer:      [['Arye Gross', 'Kelly Preston', 'John Travolta']]
Predicted Ans:    Max von Sydow
Predicted Path:   Strange Brew --[directed_by]--> Rick Moranis --[(INV) directed_by]--> Strange Brew --[starred_actors]--> Max von Sydow
Path (Raw):       Strange Brew --[directed_by]--> Rick Moranis --[(INV) directed_by]--> Strange Brew --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.151985
Path Entropy(↓):  0.563776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the the road to wellville director
Start Entity:     The Road to Wellville
Gold Answer:      [['Frank McCourt', 'Tim Rice', 'Chris Gerolmo', 'Billy Hayes', 'Allison Burnett', 'Oliver Stone', 'Christopher Gore', 'William Wharton', 'Charles Randolph', 'Bo Goldman', 'William Hjortsberg', 'Roddy Doyle', 'Dick Clement', 'Ian La Frenais', 'Alan Parker']]
Predicted Ans:    Charles Randolph
Predicted Path:   The Road to Wellville --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[written_by]--> Charles Randolph
Path (Raw):       The Road to Wellville --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[written_by]--> Charles Randolph
Neg LogProb(↓):   0.454540
Path Entropy(↓):  1.350836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of phantom
Start Entity:     Phantom
Gold Answer:      [['Lonely Hearts']]
Predicted Ans:    Phantom
Predicted Path:   Phantom --[directed_by]--> Todd Robinson --[(INV) directed_by]--> Phantom
Path (Raw):       Phantom --[No Operation]--> Phantom --[directed_by]--> Todd Robinson --[(INV) directed_by]--> Phantom
Neg LogProb(↓):   0.003424
Path Entropy(↓):  0.023537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the films written by john auerbach
Start Entity:     John Auerbach
Gold Answer:      [['Jonathan Brandis', "Terry O'Quinn", 'Caroline Williams', 'Meg Foster']]
Predicted Ans:    Terry O'Quinn
Predicted Path:   John Auerbach --[(INV) written_by]--> Stepfather II --[starred_actors]--> Terry O'Quinn
Path (Raw):       John Auerbach --[No Operation]--> John Auerbach --[(INV) written_by]--> Stepfather II --[starred_actors]--> Terry O'Quinn
Neg LogProb(↓):   0.009986
Path Entropy(↓):  0.057568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film city island were released in which years
Start Entity:     City Island
Gold Answer:      [['1988', '1997', '2001', '2002', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   City Island --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Air I Breathe --[release_year]--> 2007
Path (Raw):       City Island --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Air I Breathe --[release_year]--> 2007
Neg LogProb(↓):   0.176376
Path Entropy(↓):  0.586133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by adrian edmondson
Start Entity:     Adrian Edmondson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adrian Edmondson --[(INV) written_by]--> Guest House Paradiso --[has_genre]--> Comedy
Path (Raw):       Adrian Edmondson --[No Operation]--> Adrian Edmondson --[(INV) written_by]--> Guest House Paradiso --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with becket
Start Entity:     Becket
Gold Answer:      [["You Ain't Seen Nothin' Yet", 'The Young Savages', 'Jeremiah Johnson', 'The Sniper', 'The Holcroft Covenant', 'Hour of the Gun', 'The Pride and the Passion']]
Predicted Ans:    Jeremiah Johnson
Predicted Path:   Becket --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson
Path (Raw):       Becket --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[No Operation]--> Jeremiah Johnson
Neg LogProb(↓):   0.285557
Path Entropy(↓):  0.713295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the let's do it again director
Start Entity:     Let's Do It Again
Gold Answer:      [['Western', 'Fantasy', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Let's Do It Again --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Let's Do It Again --[has_genre]--> Action
Path (Raw):       Let's Do It Again --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Let's Do It Again --[has_genre]--> Action
Neg LogProb(↓):   0.113549
Path Entropy(↓):  0.423253
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with cobie smulders
Start Entity:     Cobie Smulders
Gold Answer:      [['Vince Vaughn', 'Chris Pratt']]
Predicted Ans:    Cobie Smulders
Predicted Path:   Cobie Smulders --[(INV) starred_actors]--> Delivery Man --[starred_actors]--> Cobie Smulders
Path (Raw):       Cobie Smulders --[No Operation]--> Cobie Smulders --[(INV) starred_actors]--> Delivery Man --[starred_actors]--> Cobie Smulders
Neg LogProb(↓):   0.274258
Path Entropy(↓):  0.554463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by giulia boschi
Start Entity:     Giulia Boschi
Gold Answer:      [['Robert Nelson Jacobs', 'Joanne Harris', 'Claire Denis']]
Predicted Ans:    Joanne Harris
Predicted Path:   Giulia Boschi --[(INV) starred_actors]--> Chocolat --[written_by]--> Joanne Harris
Path (Raw):       Giulia Boschi --[No Operation]--> Giulia Boschi --[(INV) starred_actors]--> Chocolat --[written_by]--> Joanne Harris
Neg LogProb(↓):   0.363038
Path Entropy(↓):  0.799051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of the tall t
Start Entity:     The Tall T
Gold Answer:      [['Wendell Corey', 'Julie Adams', "Hugh O'Brian", 'Joseph Cotten', 'Virginia Mayo', 'Karen Steele', 'Gail Russell', 'Glenn Ford', 'Rhonda Fleming', 'Claude Akins', 'Randolph Scott', 'Barry Kelley', 'Craig Stevens', 'Nancy Gates', 'Pernell Roberts', 'Lee Marvin']]
Predicted Ans:    Randolph Scott
Predicted Path:   The Tall T --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[starred_actors]--> Randolph Scott
Path (Raw):       The Tall T --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.864308
Path Entropy(↓):  1.472212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie beverly hills cop
Start Entity:     Beverly Hills Cop
Gold Answer:      [['1980', '2008', '2003', '1992', '2006', '1984', '2007', '1998', '1963', '2009', '2004', '1982', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1988', '1997', '1991', '1999', '1987', '1986']]
Predicted Ans:    1990
Predicted Path:   Beverly Hills Cop --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[release_year]--> 1990
Path (Raw):       Beverly Hills Cop --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[release_year]--> 1990
Neg LogProb(↓):   1.072668
Path Entropy(↓):  2.358023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie gardens of the night are written by who
Start Entity:     Gardens of the Night
Gold Answer:      [['Liliana Cavani', 'Christopher Hampton', 'Manoel de Oliveira', 'Susanna Fogel', 'Joni Lefkowitz', 'Patricia Highsmith', 'Daniel Clowes', 'John Steinbeck', 'Paul Bowles', 'Ethan Coen', 'Arthur Miller', 'Eugene Solow', 'Steven Brill', 'Tony DeZuniga', 'John Albano', 'Valerie Martin', 'Gilbert Adair', 'Stephen Jeffreys', 'Bruce Robinson', 'Wim Wenders', 'Stanley Roberts', 'Jeff Maguire', 'Bernardo Bertolucci', 'Dax Shepard', 'Anna Maria Monticelli', 'Brandon Beckner', 'Todd Berger', 'Choderlos de Laclos', 'Steven Katz', 'Gilles Bourdos', 'Guillaume Musso', 'Raoul Ruiz', 'Michelangelo Antonioni', 'Sean McGinly', 'Horton Foote', 'Randall Wallace', 'Chris Columbus', 'Henry James']]
Predicted Ans:    Wim Wenders
Predicted Path:   Gardens of the Night --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       Gardens of the Night --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.583935
Path Entropy(↓):  1.168392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by eric mccormack
Start Entity:     Eric McCormack
Gold Answer:      [['R.W. Goodwin', 'Robert Meyer Burnett', 'Andrew Currie', 'Ted Kotcheff']]
Predicted Ans:    R.W. Goodwin
Predicted Path:   Eric McCormack --[(INV) starred_actors]--> Alien Trespass --[directed_by]--> R.W. Goodwin
Path (Raw):       Eric McCormack --[No Operation]--> Eric McCormack --[(INV) starred_actors]--> Alien Trespass --[directed_by]--> R.W. Goodwin
Neg LogProb(↓):   0.358016
Path Entropy(↓):  0.873772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was first sunday released
Start Entity:     First Sunday
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   First Sunday --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       First Sunday --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.424682
Path Entropy(↓):  4.056966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by abel ferrara
Start Entity:     Abel Ferrara
Gold Answer:      [['Zoë Lund', 'Elmore Leonard', 'Jack Finney', 'Nicholas St. John', 'William Gibson']]
Predicted Ans:    Jack Finney
Predicted Path:   Abel Ferrara --[(INV) directed_by]--> Body Snatchers --[written_by]--> Jack Finney
Path (Raw):       Abel Ferrara --[No Operation]--> Abel Ferrara --[(INV) directed_by]--> Body Snatchers --[written_by]--> Jack Finney
Neg LogProb(↓):   1.283472
Path Entropy(↓):  1.996411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of respiro
Start Entity:     Respiro
Gold Answer:      [['Terraferma']]
Predicted Ans:    Terraferma
Predicted Path:   Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Terraferma
Path (Raw):       Respiro --[No Operation]--> Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Terraferma
Neg LogProb(↓):   0.081826
Path Entropy(↓):  0.323866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of conquest of space starred who
Start Entity:     Conquest of Space
Gold Answer:      [['Adam West', 'Charlton Heston', 'Gene Barry', 'Ann Robinson', 'Robert Newton', 'Eleanor Parker', 'Joel McCrea', 'Felicia Farr', 'Victor Lundin', 'Paul Mantee']]
Predicted Ans:    Charlton Heston
Predicted Path:   Conquest of Space --[directed_by]--> Byron Haskin --[(INV) directed_by]--> The Naked Jungle --[starred_actors]--> Charlton Heston
Path (Raw):       Conquest of Space --[directed_by]--> Byron Haskin --[(INV) directed_by]--> The Naked Jungle --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.007923
Path Entropy(↓):  0.052927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by brandon sean pearson
Start Entity:     Brandon Sean Pearson
Gold Answer:      [['Stephen Shimek', 'William Cameron Menzies']]
Predicted Ans:    Stephen Shimek
Predicted Path:   Brandon Sean Pearson --[(INV) starred_actors]--> The Maze --[directed_by]--> Stephen Shimek
Path (Raw):       Brandon Sean Pearson --[No Operation]--> Brandon Sean Pearson --[(INV) starred_actors]--> The Maze --[directed_by]--> Stephen Shimek
Neg LogProb(↓):   0.005121
Path Entropy(↓):  0.032050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of save the date
Start Entity:     Save the Date
Gold Answer:      [['The Lego Movie', 'Get Hard', 'Sleeping with Other People', 'Bachelorette']]
Predicted Ans:    Save the Date
Predicted Path:   Save the Date --[starred_actors]--> Lizzy Caplan --[(INV) starred_actors]--> Save the Date
Path (Raw):       Save the Date --[starred_actors]--> Lizzy Caplan --[No Operation]--> Lizzy Caplan --[(INV) starred_actors]--> Save the Date
Neg LogProb(↓):   0.226704
Path Entropy(↓):  0.513758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share writers with the movie unstoppable were released in which years
Start Entity:     Unstoppable
Gold Answer:      [['1946', '2008', '1990', '2014', '2012', '2013']]
Predicted Ans:    1990
Predicted Path:   Unstoppable --[written_by]--> Mark Bomback --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Path (Raw):       Unstoppable --[written_by]--> Mark Bomback --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Neg LogProb(↓):   0.979249
Path Entropy(↓):  1.979323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film formosa betrayed are written by who
Start Entity:     Formosa Betrayed
Gold Answer:      [['Bret Easton Ellis', 'Roger Avary']]
Predicted Ans:    Roger Avary
Predicted Path:   Formosa Betrayed --[starred_actors]--> James Van Der Beek --[(INV) starred_actors]--> The Rules of Attraction --[written_by]--> Roger Avary
Path (Raw):       Formosa Betrayed --[starred_actors]--> James Van Der Beek --[(INV) starred_actors]--> The Rules of Attraction --[written_by]--> Roger Avary
Neg LogProb(↓):   0.026892
Path Entropy(↓):  0.129471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by larry brown starred which actors
Start Entity:     Larry Brown
Gold Answer:      [['Debra Winger', 'Nicolas Cage', 'Ronnie Gene Blevins', 'Susan Sarandon', 'Tye Sheridan', 'Arliss Howard']]
Predicted Ans:    Debra Winger
Predicted Path:   Larry Brown --[(INV) written_by]--> Big Bad Love --[starred_actors]--> Debra Winger
Path (Raw):       Larry Brown --[No Operation]--> Larry Brown --[(INV) written_by]--> Big Bad Love --[starred_actors]--> Debra Winger
Neg LogProb(↓):   0.095068
Path Entropy(↓):  0.309798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer terrence malick
Start Entity:     Terrence Malick
Gold Answer:      [['Rachel McAdams', "Q'orianka Kilcher", 'Jessica Chastain', 'Brooke Adams', 'Sean Penn', 'Sam Shepard', 'Sissy Spacek', 'Nick Nolte', 'Martin Sheen', 'Ben Affleck', 'Richard Gere', 'Jim Caviezel', 'Lee Marvin', 'Christopher Plummer', 'Warren Oates', 'Christian Bale', 'Ramon Bieri', 'Colin Farrell', 'Paul Newman', 'Elias Koteas', 'Javier Bardem', 'Linda Manz', 'Brad Pitt', 'Olga Kurylenko']]
Predicted Ans:    Sean Penn
Predicted Path:   Terrence Malick --[(INV) written_by]--> The Tree of Life --[starred_actors]--> Sean Penn
Path (Raw):       Terrence Malick --[No Operation]--> Terrence Malick --[(INV) written_by]--> The Tree of Life --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.430871
Path Entropy(↓):  0.904806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ashley greene appears in which movies
Start Entity:     Ashley Greene
Gold Answer:      [['The Apparition']]
Predicted Ans:    The Apparition
Predicted Path:   Ashley Greene --[(INV) starred_actors]--> The Apparition --[written_by]--> Todd Lincoln --[(INV) written_by]--> The Apparition
Path (Raw):       Ashley Greene --[(INV) starred_actors]--> The Apparition --[written_by]--> Todd Lincoln --[(INV) written_by]--> The Apparition
Neg LogProb(↓):   0.344375
Path Entropy(↓):  0.774298
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the sugarland express were in which languages
Start Entity:     The Sugarland Express
Gold Answer:      [['Mende', 'Polish', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   The Sugarland Express --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Empire of the Sun --[in_language]--> Japanese
Path (Raw):       The Sugarland Express --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Empire of the Sun --[in_language]--> Japanese
Neg LogProb(↓):   0.350068
Path Entropy(↓):  0.813745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie singles
Start Entity:     Singles
Gold Answer:      [['Chris Nahon', 'Paul Marcus', 'Dwight Yoakam', 'Clare Peploe', 'Quentin Tarantino', 'John Badham', 'Peter Chan', 'David Mamet', 'Jon Turteltaub', 'Jennifer Leitzes', 'Henry Selick', 'Harold Becker', 'Alan Parker', 'Dan Curtis', 'Joel Schumacher', 'Sam Raimi', 'Carroll Ballard', 'David Wu', 'Dylan Kidd', 'Sidney Lumet', 'Tom Gilroy', 'Noah Stern', 'Steve Miner', 'Kevin Bacon', 'Barbet Schroeder']]
Predicted Ans:    Alan Parker
Predicted Path:   Singles --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[directed_by]--> Alan Parker
Path (Raw):       Singles --[starred_actors]--> Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.551808
Path Entropy(↓):  1.475290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was brubaker released
Start Entity:     Brubaker
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Brubaker --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Brubaker --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.725976
Path Entropy(↓):  2.861850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by adam lundgren were written by who
Start Entity:     Adam Lundgren
Gold Answer:      [['Cilla Jackert']]
Predicted Ans:    Cilla Jackert
Predicted Path:   Adam Lundgren --[(INV) starred_actors]--> Shed No Tears --[written_by]--> Cilla Jackert
Path (Raw):       Adam Lundgren --[No Operation]--> Adam Lundgren --[(INV) starred_actors]--> Shed No Tears --[written_by]--> Cilla Jackert
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by natalie portman were directed by who
Start Entity:     Natalie Portman
Gold Answer:      [['Darren Aronofsky', 'Kenneth Branagh', 'Ivan Reitman', 'Mike Nichols', 'Don Roos', 'Amos Gitai', 'Matt Williams', 'Zach Helm', 'Nick Cassavetes', 'Jim Sheridan', 'John Boorman', 'Susanne Bier', 'James McTeigue', 'Wes Anderson', 'David Gordon Green']]
Predicted Ans:    John Boorman
Predicted Path:   Natalie Portman --[(INV) starred_actors]--> Where the Heart Is --[directed_by]--> John Boorman
Path (Raw):       Natalie Portman --[No Operation]--> Natalie Portman --[(INV) starred_actors]--> Where the Heart Is --[directed_by]--> John Boorman
Neg LogProb(↓):   1.051333
Path Entropy(↓):  1.554097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by paz alicia garciadiego starred who
Start Entity:     Paz Alicia Garciadiego
Gold Answer:      [['Daniel Giménez Cacho', 'Regina Orozco']]
Predicted Ans:    Daniel Giménez Cacho
Predicted Path:   Paz Alicia Garciadiego --[(INV) written_by]--> Deep Crimson --[starred_actors]--> Daniel Giménez Cacho
Path (Raw):       Paz Alicia Garciadiego --[No Operation]--> Paz Alicia Garciadiego --[(INV) written_by]--> Deep Crimson --[starred_actors]--> Daniel Giménez Cacho
Neg LogProb(↓):   0.000785
Path Entropy(↓):  0.006398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by marcello mastroianni
Start Entity:     Marcello Mastroianni
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Path (Raw):       Marcello Mastroianni --[No Operation]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Neg LogProb(↓):   0.741165
Path Entropy(↓):  1.392535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of keisuke horibe starred movies
Start Entity:     Keisuke Horibe
Gold Answer:      [['SABU']]
Predicted Ans:    SABU
Predicted Path:   Keisuke Horibe --[(INV) starred_actors]--> Postman Blues --[written_by]--> SABU
Path (Raw):       Keisuke Horibe --[No Operation]--> Keisuke Horibe --[(INV) starred_actors]--> Postman Blues --[written_by]--> SABU
Neg LogProb(↓):   0.003189
Path Entropy(↓):  0.021494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the element of crime
Start Entity:     The Element of Crime
Gold Answer:      [['Danish', 'German']]
Predicted Ans:    Danish
Predicted Path:   The Element of Crime --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[in_language]--> Danish
Path (Raw):       The Element of Crime --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[in_language]--> Danish
Neg LogProb(↓):   0.000099
Path Entropy(↓):  0.001090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of why me?
Start Entity:     Why Me?
Gold Answer:      [['1993']]
Predicted Ans:    1990
Predicted Path:   Why Me? --[directed_by]--> Gene Quintano --[(INV) directed_by]--> Why Me? --[release_year]--> 1990
Path (Raw):       Why Me? --[directed_by]--> Gene Quintano --[(INV) directed_by]--> Why Me? --[release_year]--> 1990
Neg LogProb(↓):   0.110267
Path Entropy(↓):  0.334660
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was rolf de heer a writer on
Start Entity:     Rolf de Heer
Gold Answer:      [['Bad Boy Bubby', 'The Tracker', 'The Quiet Room', "Charlie's Country", 'Ten Canoes']]
Predicted Ans:    The Quiet Room
Predicted Path:   Rolf de Heer --[(INV) written_by]--> The Quiet Room --[written_by]--> Rolf de Heer --[(INV) written_by]--> The Quiet Room
Path (Raw):       Rolf de Heer --[(INV) written_by]--> The Quiet Room --[written_by]--> Rolf de Heer --[(INV) written_by]--> The Quiet Room
Neg LogProb(↓):   1.556526
Path Entropy(↓):  2.456163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by a price above rubies actors
Start Entity:     A Price Above Rubies
Gold Answer:      [['Musical', 'Drama', 'Animation', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   A Price Above Rubies --[starred_actors]--> Renée Zellweger --[(INV) starred_actors]--> My One and Only --[has_genre]--> Comedy
Path (Raw):       A Price Above Rubies --[starred_actors]--> Renée Zellweger --[(INV) starred_actors]--> My One and Only --[has_genre]--> Comedy
Neg LogProb(↓):   0.043649
Path Entropy(↓):  0.204676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with virna lisi
Start Entity:     Virna Lisi
Gold Answer:      [['Hardy Krüger', 'Anthony Quinn', 'George C. Scott', 'Jack Lemmon', 'Marta Etura', 'Alberto Ammann', 'Anna Magnani', 'Daniel Brühl', 'Marcello Mastroianni', 'Frank Sinatra', 'Tony Curtis', 'Stanley Baker', 'Jeanne Moreau']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Virna Lisi --[(INV) starred_actors]--> Casanova 70 --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Virna Lisi --[No Operation]--> Virna Lisi --[(INV) starred_actors]--> Casanova 70 --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.108023
Path Entropy(↓):  0.461160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of david benedictus written films
Start Entity:     David Benedictus
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   David Benedictus --[(INV) written_by]--> You're a Big Boy Now --[directed_by]--> Francis Ford Coppola
Path (Raw):       David Benedictus --[No Operation]--> David Benedictus --[(INV) written_by]--> You're a Big Boy Now --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of three coins in the fountain
Start Entity:     Three Coins in the Fountain
Gold Answer:      [['Road House', 'The Mask of Dimitrios', 'The Mudlark', 'The Pleasure Seekers', 'The Rains of Ranchipur', 'How to Marry a Millionaire', 'Nobody Lives Forever', 'Three Came Home', 'Humoresque', 'Phone Call from a Stranger', 'Johnny Belinda', 'Titanic', 'The Best of Everything', 'Daddy Long Legs', 'Three Strangers', 'Boy on a Dolphin']]
Predicted Ans:    Three Came Home
Predicted Path:   Three Coins in the Fountain --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home
Path (Raw):       Three Coins in the Fountain --[No Operation]--> Three Coins in the Fountain --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Three Came Home
Neg LogProb(↓):   0.679958
Path Entropy(↓):  1.076807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by francis megahy
Start Entity:     Francis Megahy
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Francis Megahy --[(INV) directed_by]--> Taffin --[has_genre]--> Thriller
Path (Raw):       Francis Megahy --[No Operation]--> Francis Megahy --[(INV) directed_by]--> Taffin --[has_genre]--> Thriller
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote designing woman
Start Entity:     Designing Woman
Gold Answer:      [['Musical', 'Biography', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Designing Woman --[written_by]--> George Wells --[(INV) written_by]--> Where the Boys Are --[has_genre]--> Comedy
Path (Raw):       Designing Woman --[written_by]--> George Wells --[(INV) written_by]--> Where the Boys Are --[has_genre]--> Comedy
Neg LogProb(↓):   0.117637
Path Entropy(↓):  0.415922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by esther kahn writers release
Start Entity:     Esther Kahn
Gold Answer:      [['2008']]
Predicted Ans:    2000
Predicted Path:   Esther Kahn --[written_by]--> Arnaud Desplechin --[(INV) written_by]--> Esther Kahn --[release_year]--> 2000
Path (Raw):       Esther Kahn --[written_by]--> Arnaud Desplechin --[(INV) written_by]--> Esther Kahn --[release_year]--> 2000
Neg LogProb(↓):   0.141456
Path Entropy(↓):  0.410147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by elizabeth keener
Start Entity:     Elizabeth Keener
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Elizabeth Keener --[(INV) starred_actors]--> Please Give --[has_genre]--> Comedy
Path (Raw):       Elizabeth Keener --[No Operation]--> Elizabeth Keener --[(INV) starred_actors]--> Please Give --[has_genre]--> Comedy
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by barbara stanwyck
Start Entity:     barbara stanwyck
Gold Answer:      [['Remember the Night', 'Clash by Night', 'Double Indemnity', 'Night Nurse', 'Sorry, Wrong Number', 'East Side, West Side', 'The Furies', 'Christmas in Connecticut', 'Meet John Doe', 'The Miracle Woman', 'The Strange Love of Martha Ivers', 'Baby Face', 'The Lady Eve', "There's Always Tomorrow", 'Stella Dallas', 'The Bitter Tea of General Yen', 'Forty Guns', 'Ball of Fire']]
Predicted Ans:    Baby Face
Predicted Path:   barbara stanwyck --[(INV) has_tags]--> Baby Face --[has_tags]--> alfred e. green --[(INV) has_tags]--> Baby Face
Path (Raw):       barbara stanwyck --[(INV) has_tags]--> Baby Face --[has_tags]--> alfred e. green --[(INV) has_tags]--> Baby Face
Neg LogProb(↓):   0.946199
Path Entropy(↓):  1.287416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dog day afternoon was written by who
Start Entity:     Dog Day Afternoon
Gold Answer:      [['Frank Pierson', 'P.F. Kluge']]
Predicted Ans:    Frank Pierson
Predicted Path:   Dog Day Afternoon --[written_by]--> P.F. Kluge --[(INV) written_by]--> Dog Day Afternoon --[written_by]--> Frank Pierson
Path (Raw):       Dog Day Afternoon --[written_by]--> P.F. Kluge --[(INV) written_by]--> Dog Day Afternoon --[written_by]--> Frank Pierson
Neg LogProb(↓):   0.685007
Path Entropy(↓):  0.704069
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of dressed to kill
Start Entity:     Dressed to Kill
Gold Answer:      [['The Weather Man', 'Flawless', 'Bathing Beauty', 'Pursuit to Algiers', 'Dirty Rotten Scoundrels', 'Quills', 'Blame It on Rio', 'Back to School', 'The Man Who Would Be King', 'Gambit', 'Harry and Walter Go to New York', 'Miss Congeniality', 'Pretty Maids All in a Row', 'The Black Windmill', 'Harry Brown', 'Point Blank', 'The Island', 'A Fever in the Blood', 'Children of Men', 'If I Were King', 'Cast a Giant Shadow', 'Blow Out', 'The Statement', 'Too Late the Hero', 'The Muppet Christmas Carol', 'Play Dirty', 'Half Moon Street', 'The Outside Man', 'Hannah and Her Sisters', 'Funeral in Berlin', 'The Whistle Blower', 'Queen of Blood', 'Son of Frankenstein', 'The Mark of Zorro', 'The Dark Knight', 'Get Carter', 'Sherlock Holmes and the Voice of Terror', 'The Swarm', 'I Wanna Hold Your Hand', 'The Italian Job', 'The Magus', 'Big Bad Mama', 'The Fourth Protocol', 'Sherlock Holmes in Washington', 'Confession', 'The Last Valley', 'Without a Clue', 'Deathtrap', 'The Garden of Allah', 'The Pearl of Death', 'Alfie', 'The Hand', 'The Adventures of Sherlock Holmes', 'Shiner', 'The Adventures of Robin Hood', 'Voyage to the Prehistoric Planet', 'Mr. Destiny', 'Batman Begins', 'Kind Lady', 'Educating Rita', 'The Killers', 'The Black Sleep', 'Sherlock Holmes and the Secret Weapon', 'She', 'The Dawn Patrol', 'Rio Bravo', 'The Woman in Green', 'Mona Lisa', 'The Holcroft Covenant', 'Hurry Sundown', 'Even Cowgirls Get the Blues', 'Sherlock Holmes Faces Death', 'The Eagle Has Landed', 'The Philadelphia Experiment', 'Play Girl', 'Crossroads', 'A Shock to the System', 'Sweet Liberty', 'Pulp', 'Terror by Night', 'Secondhand Lions', 'Shoot-Out at Medicine Bend', 'The Prestige', 'The Court Jester', 'Billion Dollar Brain', 'Captain Blood', 'Strange Invaders', 'Suspicion', 'The Ipcress File', "Casanova's Big Night", 'The Bishop Murder Case', 'Captain Newman, M.D.', 'On Deadly Ground', 'Beyond the Poseidon Adventure', 'Silver Bears', 'The Romantic Englishwoman', 'Quicksand', "Frenchman's Creek", 'RoboCop', 'Cars 2', 'The Hound of the Baskervilles', 'Christine', 'Sleuth', 'The Quiet American', "The Man Who Wouldn't Die"]]
Predicted Ans:    The Dawn Patrol
Predicted Path:   Dressed to Kill --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Path (Raw):       Dressed to Kill --[starred_actors]--> Basil Rathbone --[No Operation]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Neg LogProb(↓):   0.363064
Path Entropy(↓):  1.245285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in enthiran
Start Entity:     Enthiran
Gold Answer:      [['Drama', 'Thriller', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Enthiran --[starred_actors]--> Danny Denzongpa --[(INV) starred_actors]--> Frozen --[has_genre]--> Comedy
Path (Raw):       Enthiran --[starred_actors]--> Danny Denzongpa --[(INV) starred_actors]--> Frozen --[has_genre]--> Comedy
Neg LogProb(↓):   0.666248
Path Entropy(↓):  1.378449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by dave o'brien released
Start Entity:     Dave O'Brien
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Dave O'Brien --[(INV) starred_actors]--> The Devil Bat --[release_year]--> 1940
Path (Raw):       Dave O'Brien --[No Operation]--> Dave O'Brien --[(INV) starred_actors]--> The Devil Bat --[release_year]--> 1940
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of young mr. lincoln
Start Entity:     Young Mr. Lincoln
Gold Answer:      [['The Return of Frank James', 'The Wrong Man', 'Firecreek', 'The Tin Star', 'Madigan', 'The Mad Miss Manton', 'Immortal Sergeant', 'There Was a Crooked Man...', 'Midway', "Spencer's Mountain", 'On Our Merry Way', 'The Cheyenne Social Club', 'Tentacles', 'On Golden Pond', 'I Dream Too Much', 'My Darling Clementine', 'Once Upon a Time in the West', 'Drums Along the Mohawk', 'The Ox-Bow Incident', 'Fort Apache', 'Rings on Her Fingers', 'Sex and the Single Girl', 'The Grapes of Wrath', 'Warlock', 'A Big Hand for the Little Lady', 'How the West Was Won', 'Yours, Mine and Ours', 'Sometimes a Great Notion', 'The Boston Strangler', 'Rollercoaster', 'You Only Live Once', 'The Best Man', 'Chad Hanna', 'Battle of the Bulge', 'The Big Street', 'You Belong to Me', 'Mister Roberts', 'The Long Night', 'Jesse James', 'The Fugitive', 'Daisy Kenyon', 'War and Peace', 'Jezebel', 'The Lady Eve']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   Young Mr. Lincoln --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       Young Mr. Lincoln --[starred_actors]--> Henry Fonda --[No Operation]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   0.859651
Path Entropy(↓):  1.759001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter lawrence roeck wrote films together with who
Start Entity:     Lawrence Roeck
Gold Answer:      [['Carlos De Los Rios']]
Predicted Ans:    Lawrence Roeck
Predicted Path:   Lawrence Roeck --[(INV) written_by]--> The Forger --[written_by]--> Lawrence Roeck
Path (Raw):       Lawrence Roeck --[No Operation]--> Lawrence Roeck --[(INV) written_by]--> The Forger --[written_by]--> Lawrence Roeck
Neg LogProb(↓):   0.062944
Path Entropy(↓):  0.229723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of on the double
Start Entity:     On the Double
Gold Answer:      [['Knock on Wood', 'The Five Pennies', 'A Song Is Born', 'The Court Jester', 'White Christmas', 'On the Riviera', 'The Kid from Brooklyn', 'The Inspector General', 'Wonder Man', 'Up in Arms', 'Me and the Colonel', 'The Secret Life of Walter Mitty']]
Predicted Ans:    The Secret Life of Walter Mitty
Predicted Path:   On the Double --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Secret Life of Walter Mitty
Path (Raw):       On the Double --[starred_actors]--> Danny Kaye --[No Operation]--> Danny Kaye --[(INV) starred_actors]--> The Secret Life of Walter Mitty
Neg LogProb(↓):   0.870852
Path Entropy(↓):  1.255818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by philip van doren stern
Start Entity:     Philip Van Doren Stern
Gold Answer:      [['Frank Capra']]
Predicted Ans:    Frank Capra
Predicted Path:   Philip Van Doren Stern --[(INV) written_by]--> It's a Wonderful Life --[directed_by]--> Frank Capra
Path (Raw):       Philip Van Doren Stern --[No Operation]--> Philip Van Doren Stern --[(INV) written_by]--> It's a Wonderful Life --[directed_by]--> Frank Capra
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of they might be giants
Start Entity:     They Might Be Giants
Gold Answer:      [['Richard Harris', 'Sean Connery', 'Janet Suzman', 'John Castle', 'Robert Shaw', 'Anthony Hopkins', "Peter O'Toole", 'Katharine Hepburn', 'Audrey Hepburn']]
Predicted Ans:    Richard Harris
Predicted Path:   They Might Be Giants --[written_by]--> James Goldman --[(INV) written_by]--> Robin and Marian --[starred_actors]--> Richard Harris
Path (Raw):       They Might Be Giants --[written_by]--> James Goldman --[(INV) written_by]--> Robin and Marian --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.578924
Path Entropy(↓):  0.976909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film if you could only cook are directed by who
Start Entity:     If You Could Only Cook
Gold Answer:      [['Sam Wood', 'George Cukor', 'William A. Seiter', 'Cecil B. DeMille', 'Frank Borzage', 'Billy Wilder', 'John Ford', 'Sidney Franklin', 'Frank Capra', 'Ernst Lubitsch', 'Jay Anania', 'Neil Jordan', 'Wesley Ruggles', 'Mitchell Leisen', "Robert Vincent O'Neill", 'Alfred Hitchcock', 'Jean de Limur', 'Irving Reis', 'William Wyler', 'George Stevens', 'John Curran', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   If You Could Only Cook --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Murder! --[directed_by]--> Alfred Hitchcock
Path (Raw):       If You Could Only Cook --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Murder! --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.702156
Path Entropy(↓):  1.057686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie shed no tears
Start Entity:     Shed No Tears
Gold Answer:      [['Josefin Neldén', 'Adam Lundgren', 'Jonathan Andersson']]
Predicted Ans:    Josefin Neldén
Predicted Path:   Shed No Tears --[starred_actors]--> Jonathan Andersson --[(INV) starred_actors]--> Shed No Tears --[starred_actors]--> Josefin Neldén
Path (Raw):       Shed No Tears --[starred_actors]--> Jonathan Andersson --[(INV) starred_actors]--> Shed No Tears --[starred_actors]--> Josefin Neldén
Neg LogProb(↓):   0.990689
Path Entropy(↓):  1.303498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the answer man
Start Entity:     The Answer Man
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   The Answer Man --[starred_actors]--> Lou Taylor Pucci --[(INV) starred_actors]--> Brotherhood --[in_language]--> Danish
Path (Raw):       The Answer Man --[starred_actors]--> Lou Taylor Pucci --[(INV) starred_actors]--> Brotherhood --[in_language]--> Danish
Neg LogProb(↓):   0.133561
Path Entropy(↓):  0.412994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did rodrigo cortes write
Start Entity:     Rodrigo Cortés
Gold Answer:      [['Red Lights']]
Predicted Ans:    Red Lights
Predicted Path:   Rodrigo Cortés --[(INV) written_by]--> Red Lights --[written_by]--> Rodrigo Cortés --[(INV) written_by]--> Red Lights
Path (Raw):       Rodrigo Cortés --[(INV) written_by]--> Red Lights --[written_by]--> Rodrigo Cortés --[(INV) written_by]--> Red Lights
Neg LogProb(↓):   0.008329
Path Entropy(↓):  0.048556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by george grizzard
Start Entity:     George Grizzard
Gold Answer:      [['Joseph Sargent']]
Predicted Ans:    Joseph Sargent
Predicted Path:   George Grizzard --[(INV) starred_actors]--> Caroline? --[directed_by]--> Joseph Sargent
Path (Raw):       George Grizzard --[No Operation]--> George Grizzard --[(INV) starred_actors]--> Caroline? --[directed_by]--> Joseph Sargent
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the tale of sweeney todd director
Start Entity:     The Tale of Sweeney Todd
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Tale of Sweeney Todd --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Honky Tonk Freeway --[has_genre]--> Comedy
Path (Raw):       The Tale of Sweeney Todd --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Honky Tonk Freeway --[has_genre]--> Comedy
Neg LogProb(↓):   1.137030
Path Entropy(↓):  1.876248
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of two night stand
Start Entity:     Two Night Stand
Gold Answer:      [['Max Nichols']]
Predicted Ans:    Max Nichols
Predicted Path:   Two Night Stand --[directed_by]--> Max Nichols --[(INV) directed_by]--> Two Night Stand --[directed_by]--> Max Nichols
Path (Raw):       Two Night Stand --[directed_by]--> Max Nichols --[(INV) directed_by]--> Two Night Stand --[directed_by]--> Max Nichols
Neg LogProb(↓):   0.099226
Path Entropy(↓):  0.316328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film for ellen
Start Entity:     For Ellen
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   For Ellen --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       For Ellen --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.091334
Path Entropy(↓):  4.499283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of calling dr. death
Start Entity:     Calling Dr. Death
Gold Answer:      [['Weird Woman', 'Diary of a Madman']]
Predicted Ans:    Diary of a Madman
Predicted Path:   Calling Dr. Death --[directed_by]--> Reginald Le Borg --[(INV) directed_by]--> Diary of a Madman
Path (Raw):       Calling Dr. Death --[No Operation]--> Calling Dr. Death --[directed_by]--> Reginald Le Borg --[(INV) directed_by]--> Diary of a Madman
Neg LogProb(↓):   0.354975
Path Entropy(↓):  0.751597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did nana patekar star in
Start Entity:     Nana Patekar
Gold Answer:      [['Raajneeti', 'The Pool']]
Predicted Ans:    The Pool
Predicted Path:   Nana Patekar --[(INV) starred_actors]--> The Pool --[starred_actors]--> Ayesha Mohan --[(INV) starred_actors]--> The Pool
Path (Raw):       Nana Patekar --[(INV) starred_actors]--> The Pool --[starred_actors]--> Ayesha Mohan --[(INV) starred_actors]--> The Pool
Neg LogProb(↓):   0.196516
Path Entropy(↓):  0.653583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by michael gunton
Start Entity:     Michael Gunton
Gold Answer:      [['Daniel Craig']]
Predicted Ans:    Daniel Craig
Predicted Path:   Michael Gunton --[(INV) directed_by]--> One Life --[starred_actors]--> Daniel Craig
Path (Raw):       Michael Gunton --[No Operation]--> Michael Gunton --[(INV) directed_by]--> One Life --[starred_actors]--> Daniel Craig
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed two deaths
Start Entity:     Two Deaths
Gold Answer:      [['Edward Bond', 'James Vance Marshall', 'Terry Johnson', 'Nigel Kneale', 'Lucy Irvine', 'Roald Dahl', 'Daphne Du Maurier', 'Norah Lofts', 'Fredric M. Frank', 'Donald Cammell', 'Walter Tevis', 'Harold Lamb', 'Dennis Potter', 'Vladimir Jabotinsky', 'Shinji Aoyama']]
Predicted Ans:    Lucy Irvine
Predicted Path:   Two Deaths --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[written_by]--> Lucy Irvine
Path (Raw):       Two Deaths --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[written_by]--> Lucy Irvine
Neg LogProb(↓):   0.563705
Path Entropy(↓):  1.177055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by night of the comet actors
Start Entity:     Night of the Comet
Gold Answer:      [['Paul Bartel', 'Steve Mitchell', 'Jim Wynorski', 'Noel Black', 'Menahem Golan', 'Mohsen Makhmalbaf', 'Samira Makhmalbaf']]
Predicted Ans:    Noel Black
Predicted Path:   Night of the Comet --[starred_actors]--> Catherine Mary Stewart --[(INV) starred_actors]--> Mischief --[written_by]--> Noel Black
Path (Raw):       Night of the Comet --[starred_actors]--> Catherine Mary Stewart --[(INV) starred_actors]--> Mischief --[written_by]--> Noel Black
Neg LogProb(↓):   0.537989
Path Entropy(↓):  0.838205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was return to horror high directed by
Start Entity:     Return to Horror High
Gold Answer:      [['Bill Froehlich']]
Predicted Ans:    Bill Froehlich
Predicted Path:   Return to Horror High --[directed_by]--> Bill Froehlich --[(INV) directed_by]--> Return to Horror High --[directed_by]--> Bill Froehlich
Path (Raw):       Return to Horror High --[directed_by]--> Bill Froehlich --[(INV) directed_by]--> Return to Horror High --[directed_by]--> Bill Froehlich
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the beaver
Start Entity:     The Beaver
Gold Answer:      [['Michael Goetz']]
Predicted Ans:    Michael Goetz
Predicted Path:   The Beaver --[written_by]--> Kyle Killen --[(INV) written_by]--> Scenic Route --[directed_by]--> Michael Goetz
Path (Raw):       The Beaver --[written_by]--> Kyle Killen --[(INV) written_by]--> Scenic Route --[directed_by]--> Michael Goetz
Neg LogProb(↓):   0.024230
Path Entropy(↓):  0.113037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed 61 *
Start Entity:     61*
Gold Answer:      [['1995', '1992']]
Predicted Ans:    1992
Predicted Path:   61* --[directed_by]--> Billy Crystal --[(INV) directed_by]--> Mr. Saturday Night --[release_year]--> 1992
Path (Raw):       61* --[directed_by]--> Billy Crystal --[(INV) directed_by]--> Mr. Saturday Night --[release_year]--> 1992
Neg LogProb(↓):   0.176748
Path Entropy(↓):  0.526079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the terrorist was
Start Entity:     The Terrorist
Gold Answer:      [['Santosh Sivan']]
Predicted Ans:    Santosh Sivan
Predicted Path:   The Terrorist --[directed_by]--> Santosh Sivan --[(INV) directed_by]--> The Terrorist --[directed_by]--> Santosh Sivan
Path (Raw):       The Terrorist --[directed_by]--> Santosh Sivan --[(INV) directed_by]--> The Terrorist --[directed_by]--> Santosh Sivan
Neg LogProb(↓):   0.003813
Path Entropy(↓):  0.024999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was sergio garrone the writer of
Start Entity:     Sergio Garrone
Gold Answer:      [['Django the Bastard']]
Predicted Ans:    Django the Bastard
Predicted Path:   Sergio Garrone --[(INV) written_by]--> Django the Bastard --[written_by]--> Sergio Garrone --[(INV) written_by]--> Django the Bastard
Path (Raw):       Sergio Garrone --[(INV) written_by]--> Django the Bastard --[written_by]--> Sergio Garrone --[(INV) written_by]--> Django the Bastard
Neg LogProb(↓):   0.015289
Path Entropy(↓):  0.078724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie two women
Start Entity:     Two Women
Gold Answer:      [['David Divine', "Eugene O'Neill", 'Jan de Hartog', 'Edward Anhalt', 'Dale Wasserman', 'Irwin Shaw', 'Gordon Cotler', 'C.S. Forester', 'Melville Shavelson', 'Ben Barzman', 'Ettore Scola', 'Edna Anhalt', 'Basilio Franchina', 'Dwight Taylor', 'Ivan Moffat', 'Jack Rose', 'Michael Winner', 'Philip Yordan', 'Mark Steven Johnson', 'Tinto Brass', 'Fredric M. Frank', 'Edoardo Ponti', "Suso Cecchi D'Amico", 'Jack Davies', 'Michael Pertwee']]
Predicted Ans:    Jack Rose
Predicted Path:   Two Women --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[written_by]--> Jack Rose
Path (Raw):       Two Women --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[written_by]--> Jack Rose
Neg LogProb(↓):   0.799586
Path Entropy(↓):  1.792494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in born to be bad
Start Entity:     Born to Be Bad
Gold Answer:      [['Loretta Young', 'Cary Grant']]
Predicted Ans:    Loretta Young
Predicted Path:   Born to Be Bad --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young
Path (Raw):       Born to Be Bad --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young
Neg LogProb(↓):   0.039146
Path Entropy(↓):  0.202390
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by louis c. k.
Start Entity:     louis c.k.
Gold Answer:      [['The Invention of Lying', 'Pootie Tang']]
Predicted Ans:    The Invention of Lying
Predicted Path:   louis c.k. --[(INV) has_tags]--> The Invention of Lying --[has_tags]--> louis c.k. --[(INV) has_tags]--> The Invention of Lying
Path (Raw):       louis c.k. --[(INV) has_tags]--> The Invention of Lying --[has_tags]--> louis c.k. --[(INV) has_tags]--> The Invention of Lying
Neg LogProb(↓):   0.095205
Path Entropy(↓):  0.337419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the bad news bears
Start Entity:     The Bad News Bears
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Bad News Bears --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[in_language]--> English
Path (Raw):       The Bad News Bears --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[in_language]--> English
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.001100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the magnificent ambersons director
Start Entity:     The Magnificent Ambersons
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   The Magnificent Ambersons --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Immortal Story --[in_language]--> French
Path (Raw):       The Magnificent Ambersons --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Immortal Story --[in_language]--> French
Neg LogProb(↓):   0.007529
Path Entropy(↓):  0.045865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of a better way to die
Start Entity:     A Better Way to Die
Gold Answer:      [['Scott Wiper']]
Predicted Ans:    Scott Wiper
Predicted Path:   A Better Way to Die --[directed_by]--> Scott Wiper --[(INV) directed_by]--> The Condemned --[directed_by]--> Scott Wiper
Path (Raw):       A Better Way to Die --[directed_by]--> Scott Wiper --[(INV) directed_by]--> The Condemned --[directed_by]--> Scott Wiper
Neg LogProb(↓):   0.001827
Path Entropy(↓):  0.014269
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie jayne mansfield's car were in which genres
Start Entity:     Jayne Mansfield's Car
Gold Answer:      [['Drama', 'Thriller', 'Short']]
Predicted Ans:    Drama
Predicted Path:   Jayne Mansfield's Car --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Sling Blade --[has_genre]--> Drama
Path (Raw):       Jayne Mansfield's Car --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Sling Blade --[has_genre]--> Drama
Neg LogProb(↓):   0.028252
Path Entropy(↓):  0.138038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by kevin heffernan
Start Entity:     Kevin Heffernan
Gold Answer:      [['Jay Chandrasekhar']]
Predicted Ans:    Jay Chandrasekhar
Predicted Path:   Kevin Heffernan --[(INV) written_by]--> Super Troopers --[directed_by]--> Jay Chandrasekhar
Path (Raw):       Kevin Heffernan --[No Operation]--> Kevin Heffernan --[(INV) written_by]--> Super Troopers --[directed_by]--> Jay Chandrasekhar
Neg LogProb(↓):   0.486558
Path Entropy(↓):  0.787755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by they call me renegade actors
Start Entity:     They Call Me Renegade
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   They Call Me Renegade --[starred_actors]--> Terence Hill --[(INV) starred_actors]--> Man of the East --[in_language]--> Italian
Path (Raw):       They Call Me Renegade --[starred_actors]--> Terence Hill --[(INV) starred_actors]--> Man of the East --[in_language]--> Italian
Neg LogProb(↓):   0.005137
Path Entropy(↓):  0.034412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by ryan mcdonald
Start Entity:     Ryan McDonald
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Ryan McDonald --[(INV) starred_actors]--> The Ballad of Jack and Rose --[release_year]--> 2005
Path (Raw):       Ryan McDonald --[No Operation]--> Ryan McDonald --[(INV) starred_actors]--> The Ballad of Jack and Rose --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor julia faye is a co - star of who
Start Entity:     Julia Faye
Gold Answer:      [['Conrad Nagel', 'Kay Johnson', 'Charles Bickford']]
Predicted Ans:    Charles Bickford
Predicted Path:   Julia Faye --[(INV) starred_actors]--> Dynamite --[starred_actors]--> Charles Bickford
Path (Raw):       Julia Faye --[No Operation]--> Julia Faye --[(INV) starred_actors]--> Dynamite --[starred_actors]--> Charles Bickford
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie despicable me 2, when was it released
Start Entity:     Despicable Me 2
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Despicable Me 2 --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Despicable Me 2 --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   2.940806
Path Entropy(↓):  4.328340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by zachary knighton in
Start Entity:     Zachary Knighton
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Zachary Knighton --[(INV) starred_actors]--> The Hitcher --[has_genre]--> Thriller
Path (Raw):       Zachary Knighton --[No Operation]--> Zachary Knighton --[(INV) starred_actors]--> The Hitcher --[has_genre]--> Thriller
Neg LogProb(↓):   0.694592
Path Entropy(↓):  0.704036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by rupert holmes released
Start Entity:     Rupert Holmes
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Rupert Holmes --[(INV) written_by]--> Where the Truth Lies --[release_year]--> 2005
Path (Raw):       Rupert Holmes --[No Operation]--> Rupert Holmes --[(INV) written_by]--> Where the Truth Lies --[release_year]--> 2005
Neg LogProb(↓):   0.004811
Path Entropy(↓):  0.030414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was nigel balchin a writer on
Start Entity:     Nigel Balchin
Gold Answer:      [['The Man Who Never Was', '23 Paces to Baker Street', 'Separate Lies']]
Predicted Ans:    23 Paces to Baker Street
Predicted Path:   Nigel Balchin --[(INV) written_by]--> 23 Paces to Baker Street --[written_by]--> Nigel Balchin --[(INV) written_by]--> 23 Paces to Baker Street
Path (Raw):       Nigel Balchin --[(INV) written_by]--> 23 Paces to Baker Street --[written_by]--> Nigel Balchin --[(INV) written_by]--> 23 Paces to Baker Street
Neg LogProb(↓):   0.142977
Path Entropy(↓):  0.508731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film death racers
Start Entity:     Death Racers
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Death Racers --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Death Racers --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.219817
Path Entropy(↓):  4.591076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by steven seagal release
Start Entity:     Steven Seagal
Gold Answer:      [['2008', '2003', '1992', '2006', '2007', '1998', '2009', '1957', '2010', '2004', '1994', '2001', '1990', '1996', '2002', '2012', '2013', '1988', '2000', '1997', '2005', '1991']]
Predicted Ans:    2006
Predicted Path:   Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Path (Raw):       Steven Seagal --[No Operation]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Neg LogProb(↓):   1.092459
Path Entropy(↓):  2.298729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the ringer were released in which years
Start Entity:     The Ringer
Gold Answer:      [['1998', '1997', '2009', '2008', '2003', '2005', '2012', '2010', '2004', '1996', '1973', '2006', '2014', '2002', '1986', '2011', '2013', '2007']]
Predicted Ans:    2004
Predicted Path:   The Ringer --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[release_year]--> 2004
Path (Raw):       The Ringer --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[release_year]--> 2004
Neg LogProb(↓):   0.890835
Path Entropy(↓):  1.465375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films breaking and entering are written by who
Start Entity:     Breaking and Entering
Gold Answer:      [['Anthony Minghella', 'Michael Ondaatje', 'Charles Frazier', 'Patricia Highsmith']]
Predicted Ans:    Anthony Minghella
Predicted Path:   Breaking and Entering --[directed_by]--> Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[written_by]--> Anthony Minghella
Path (Raw):       Breaking and Entering --[directed_by]--> Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[written_by]--> Anthony Minghella
Neg LogProb(↓):   0.010163
Path Entropy(↓):  0.067550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with wallace terry
Start Entity:     Wallace Terry
Gold Answer:      [['Michael Henry Brown', 'Allen Hughes']]
Predicted Ans:    Michael Henry Brown
Predicted Path:   Wallace Terry --[(INV) written_by]--> Dead Presidents --[written_by]--> Michael Henry Brown
Path (Raw):       Wallace Terry --[No Operation]--> Wallace Terry --[(INV) written_by]--> Dead Presidents --[written_by]--> Michael Henry Brown
Neg LogProb(↓):   0.031585
Path Entropy(↓):  0.148316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with i'm gonna git you sucka were released in which years
Start Entity:     I'm Gonna Git You Sucka
Gold Answer:      [['1994', '1997', '2004']]
Predicted Ans:    2004
Predicted Path:   I'm Gonna Git You Sucka --[written_by]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[release_year]--> 2004
Path (Raw):       I'm Gonna Git You Sucka --[written_by]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[release_year]--> 2004
Neg LogProb(↓):   0.029676
Path Entropy(↓):  0.156040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie twentieth century
Start Entity:     Twentieth Century
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   Twentieth Century --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Path (Raw):       Twentieth Century --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Neg LogProb(↓):   1.344894
Path Entropy(↓):  2.328280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by josh rushing release
Start Entity:     Josh Rushing
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Josh Rushing --[(INV) starred_actors]--> Control Room --[release_year]--> 2004
Path (Raw):       Josh Rushing --[No Operation]--> Josh Rushing --[(INV) starred_actors]--> Control Room --[release_year]--> 2004
Neg LogProb(↓):   0.000503
Path Entropy(↓):  0.004323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in olympus has fallen
Start Entity:     Olympus Has Fallen
Gold Answer:      [['Romance', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Olympus Has Fallen --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Path (Raw):       Olympus Has Fallen --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.898751
Path Entropy(↓):  1.586987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in hud also appears in which movies
Start Entity:     Hud
Gold Answer:      [['The Hustler', 'Too Many Husbands', 'Annie Oakley', 'Message in a Bottle', 'The Towering Inferno', 'The Silver Chalice', 'The Great Sinner', 'Operation Pacific', 'The Rack', 'The Americanization of Emily', 'The Life and Times of Judge Roy Bean', 'Torn Curtain', 'Hotel', 'The Day the Earth Stood Still', "A Woman's Secret", "There's Always a Woman", 'The Subject Was Roses', 'A New Kind of Love', 'Sweet Bird of Youth', 'The Sea of Grass', 'Advance to the Rear', 'Quintet', 'Winning', 'A Face in the Crowd', 'Angel', 'Ninotchka', 'That Uncertain Feeling', "Nobody's Fool", 'Butch Cassidy and the Sundance Kid', 'The Fountainhead', "Breakfast at Tiffany's", 'The Prize', 'Being There', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Slap Shot', 'Cars', 'What a Way to Go!', 'Cool Hand Luke', 'The Left Handed Gun', 'The Hasty Heart', 'The Old Dark House', 'I Met Him in Paris', 'Where the Money Is', 'From the Terrace', 'WUSA', 'Twilight', 'The Hudsucker Proxy', 'The Young Philadelphians', 'Sometimes a Great Notion', 'Absence of Malice', 'The Breaking Point', "In Harm's Way", 'The Long, Hot Summer', "A Woman's Face", 'The Tenant', 'Ghost Story', 'Paris Blues', 'Blaze', 'Pocket Money', 'The Vampire Bat', 'The Verdict', 'The Sting', 'Cat on a Hot Tin Roof', 'I Never Sang for My Father', 'Hombre', 'The Color of Money', 'Theodora Goes Wild', 'Harper', "Rally 'Round the Flag, Boys!", 'The Drowning Pool']]
Predicted Ans:    Torn Curtain
Predicted Path:   Hud --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain
Path (Raw):       Hud --[starred_actors]--> Paul Newman --[No Operation]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain
Neg LogProb(↓):   0.483759
Path Entropy(↓):  1.714153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the rachel papers is also the director of which films
Start Entity:     The Rachel Papers
Gold Answer:      [['Mercy', 'Bad Company', 'Gardens of the Night']]
Predicted Ans:    Bad Company
Predicted Path:   The Rachel Papers --[directed_by]--> Damian Harris --[(INV) directed_by]--> Bad Company
Path (Raw):       The Rachel Papers --[directed_by]--> Damian Harris --[(INV) directed_by]--> Bad Company --[No Operation]--> Bad Company
Neg LogProb(↓):   0.623789
Path Entropy(↓):  1.094501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of ship of fools also starred in which movies
Start Entity:     Ship of Fools
Gold Answer:      [['The Big Red One', 'I Accuse!', 'The Professionals', 'Waterloo Bridge', 'Gorky Park', 'Games', 'The Caine Mutiny', 'Paint Your Wagon', 'The Cockleshell Heroes', 'The Killers', 'A Streetcar Named Desire', 'Death Hunt', 'Dog Day', 'Moulin Rouge', 'Sidewalks of London', 'Crisis', "Donovan's Reef", 'Cat Ballou', 'The Confession', 'Eight Iron Men', 'The Dirty Dozen', 'The Man Who Shot Liberty Valance', 'Miss Sadie Thompson', 'Attack', 'Death in the Garden', 'Prime Cut', 'The Raid', 'Gone with the Wind', 'Dark Journey', 'Cyrano de Bergerac', 'That Hamilton Woman', 'The Delta Force', 'Hell in the Pacific', 'Caesar and Cleopatra', 'Pocket Money', 'Seven Men from Now', 'Room at the Top', 'Point Blank', 'Whirlpool']]
Predicted Ans:    Whirlpool
Predicted Path:   Ship of Fools --[starred_actors]--> José Ferrer --[(INV) starred_actors]--> Whirlpool
Path (Raw):       Ship of Fools --[starred_actors]--> José Ferrer --[No Operation]--> José Ferrer --[(INV) starred_actors]--> Whirlpool
Neg LogProb(↓):   1.156365
Path Entropy(↓):  1.956925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of ice age starred who
Start Entity:     Ice Age
Gold Answer:      [['Halle Berry', 'Leslie Mann', 'Jemaine Clement', 'Jake T. Austin', 'Aziz Ansari']]
Predicted Ans:    Leslie Mann
Predicted Path:   Ice Age --[directed_by]--> Carlos Saldanha --[(INV) directed_by]--> Rio --[starred_actors]--> Leslie Mann
Path (Raw):       Ice Age --[directed_by]--> Carlos Saldanha --[(INV) directed_by]--> Rio --[starred_actors]--> Leslie Mann
Neg LogProb(↓):   0.007734
Path Entropy(↓):  0.047148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film failan were in which genres
Start Entity:     Failan
Gold Answer:      [['Drama', 'Fantasy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Failan --[starred_actors]--> Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons --[has_genre]--> Drama
Path (Raw):       Failan --[starred_actors]--> Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons --[has_genre]--> Drama
Neg LogProb(↓):   0.009087
Path Entropy(↓):  0.051576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with brave fall under
Start Entity:     Brave
Gold Answer:      [['Adventure', 'Animation', 'Action']]
Predicted Ans:    Animation
Predicted Path:   Brave --[written_by]--> Brenda Chapman --[(INV) written_by]--> Brave --[has_genre]--> Animation
Path (Raw):       Brave --[written_by]--> Brenda Chapman --[(INV) written_by]--> Brave --[has_genre]--> Animation
Neg LogProb(↓):   0.506535
Path Entropy(↓):  0.977649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of frank mcklusky, c. i.
Start Entity:     Frank McKlusky, C.I.
Gold Answer:      [['Arlene Sanford']]
Predicted Ans:    Arlene Sanford
Predicted Path:   Frank McKlusky, C.I. --[directed_by]--> Arlene Sanford --[(INV) directed_by]--> A Very Brady Sequel --[directed_by]--> Arlene Sanford
Path (Raw):       Frank McKlusky, C.I. --[directed_by]--> Arlene Sanford --[(INV) directed_by]--> A Very Brady Sequel --[directed_by]--> Arlene Sanford
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with magnificent obsession fall under
Start Entity:     Magnificent Obsession
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Magnificent Obsession --[written_by]--> Wells Root --[(INV) written_by]--> The Prisoner of Zenda --[has_genre]--> Comedy
Path (Raw):       Magnificent Obsession --[written_by]--> Wells Root --[(INV) written_by]--> The Prisoner of Zenda --[has_genre]--> Comedy
Neg LogProb(↓):   1.456656
Path Entropy(↓):  2.107352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by all - star superman writers release
Start Entity:     All-Star Superman
Gold Answer:      [['2014']]
Predicted Ans:    2011
Predicted Path:   All-Star Superman --[written_by]--> Grant Morrison --[(INV) written_by]--> All-Star Superman --[release_year]--> 2011
Path (Raw):       All-Star Superman --[written_by]--> Grant Morrison --[(INV) written_by]--> All-Star Superman --[release_year]--> 2011
Neg LogProb(↓):   0.001508
Path Entropy(↓):  0.011642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie witless protection
Start Entity:     Witless Protection
Gold Answer:      [['Brad Lewis', 'John Lasseter', 'Joe Ranft']]
Predicted Ans:    John Lasseter
Predicted Path:   Witless Protection --[starred_actors]--> Larry the Cable Guy --[(INV) starred_actors]--> Cars --[directed_by]--> John Lasseter
Path (Raw):       Witless Protection --[starred_actors]--> Larry the Cable Guy --[(INV) starred_actors]--> Cars --[directed_by]--> John Lasseter
Neg LogProb(↓):   0.068697
Path Entropy(↓):  0.257771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by david schmoeller fall under
Start Entity:     David Schmoeller
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   David Schmoeller --[(INV) directed_by]--> Crawlspace --[has_genre]--> Horror
Path (Raw):       David Schmoeller --[No Operation]--> David Schmoeller --[(INV) directed_by]--> Crawlspace --[has_genre]--> Horror
Neg LogProb(↓):   1.261526
Path Entropy(↓):  1.358603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of mary and martha
Start Entity:     Mary and Martha
Gold Answer:      [['1970', '1997', '2003', '2005', '1989', '1999', '1994', '2014', '2013']]
Predicted Ans:    1989
Predicted Path:   Mary and Martha --[written_by]--> Richard Curtis --[(INV) written_by]--> The Tall Guy --[release_year]--> 1989
Path (Raw):       Mary and Martha --[written_by]--> Richard Curtis --[(INV) written_by]--> The Tall Guy --[release_year]--> 1989
Neg LogProb(↓):   0.537035
Path Entropy(↓):  1.169304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did harry morgan star in
Start Entity:     Harry Morgan
Gold Answer:      [['Dragnet', 'The Cat from Outer Space', 'Support Your Local Sheriff!', 'The Flim-Flam Man']]
Predicted Ans:    Support Your Local Sheriff!
Predicted Path:   Harry Morgan --[(INV) starred_actors]--> Support Your Local Sheriff! --[starred_actors]--> Harry Morgan --[(INV) starred_actors]--> Support Your Local Sheriff!
Path (Raw):       Harry Morgan --[(INV) starred_actors]--> Support Your Local Sheriff! --[starred_actors]--> Harry Morgan --[(INV) starred_actors]--> Support Your Local Sheriff!
Neg LogProb(↓):   0.239618
Path Entropy(↓):  0.813942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie that touch of mink were released in which years
Start Entity:     That Touch of Mink
Gold Answer:      [['1946', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1968', '1963', '1939', '1933', '2009', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1938', '1940', '1961', '1955', '1962', '1934', '1964', '1949', '1966', '1950', '1960', '1965', '1999', '1937', '1969', '1952', '1958']]
Predicted Ans:    1965
Predicted Path:   That Touch of Mink --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[release_year]--> 1965
Path (Raw):       That Touch of Mink --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[release_year]--> 1965
Neg LogProb(↓):   1.469662
Path Entropy(↓):  2.755946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with tank fall under
Start Entity:     Tank
Gold Answer:      [['Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    War
Predicted Path:   Tank --[starred_actors]--> C. Thomas Howell --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Path (Raw):       Tank --[starred_actors]--> C. Thomas Howell --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Neg LogProb(↓):   0.812253
Path Entropy(↓):  1.107411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the sheik were in which genres
Start Entity:     The Sheik
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Sheik --[written_by]--> Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[has_genre]--> Drama
Path (Raw):       The Sheik --[written_by]--> Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[has_genre]--> Drama
Neg LogProb(↓):   0.081536
Path Entropy(↓):  0.314649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie arthur and the invisibles were in which languages
Start Entity:     Arthur and the Invisibles
Gold Answer:      [['Japanese', 'French', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Arthur and the Invisibles --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Path (Raw):       Arthur and the Invisibles --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.302178
Path Entropy(↓):  0.981858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of city of god
Start Entity:     City of God
Gold Answer:      [['Vinícius de Oliveira', 'Sandra Corveloni']]
Predicted Ans:    Douglas Silva
Predicted Path:   City of God --[written_by]--> Bráulio Mantovani --[(INV) written_by]--> City of God --[starred_actors]--> Douglas Silva
Path (Raw):       City of God --[written_by]--> Bráulio Mantovani --[(INV) written_by]--> City of God --[starred_actors]--> Douglas Silva
Neg LogProb(↓):   0.168408
Path Entropy(↓):  0.575496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of jorge amado written films
Start Entity:     Jorge Amado
Gold Answer:      [['1982', '1976']]
Predicted Ans:    1982
Predicted Path:   Jorge Amado --[(INV) written_by]--> Kiss Me Goodbye --[release_year]--> 1982
Path (Raw):       Jorge Amado --[No Operation]--> Jorge Amado --[(INV) written_by]--> Kiss Me Goodbye --[release_year]--> 1982
Neg LogProb(↓):   0.189155
Path Entropy(↓):  0.459580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of earthquake starred who
Start Entity:     Earthquake
Gold Answer:      [['Terence Stamp', 'Joss Ackland', 'Christopher Lambert', 'Marlon Brando', 'Gene Hackman', 'Al Pacino', 'Christopher Reeve', 'Ned Beatty', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Earthquake --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[starred_actors]--> James Caan
Path (Raw):       Earthquake --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[starred_actors]--> James Caan
Neg LogProb(↓):   0.335920
Path Entropy(↓):  0.716624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by nicole kassell released
Start Entity:     Nicole Kassell
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Nicole Kassell --[(INV) written_by]--> The Woodsman --[release_year]--> 2004
Path (Raw):       Nicole Kassell --[No Operation]--> Nicole Kassell --[(INV) written_by]--> The Woodsman --[release_year]--> 2004
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did scott bakula act in
Start Entity:     Scott Bakula
Gold Answer:      [["Cats Don't Dance", 'Lord of Illusions', 'Necessary Roughness', 'Blue Smoke']]
Predicted Ans:    Cats Don't Dance
Predicted Path:   Scott Bakula --[(INV) starred_actors]--> Cats Don't Dance --[starred_actors]--> Scott Bakula --[(INV) starred_actors]--> Cats Don't Dance
Path (Raw):       Scott Bakula --[(INV) starred_actors]--> Cats Don't Dance --[starred_actors]--> Scott Bakula --[(INV) starred_actors]--> Cats Don't Dance
Neg LogProb(↓):   0.160335
Path Entropy(↓):  0.636401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in curt siodmak written films
Start Entity:     Curt Siodmak
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   Curt Siodmak --[(INV) written_by]--> The Ape --[in_language]--> Swedish
Path (Raw):       Curt Siodmak --[No Operation]--> Curt Siodmak --[(INV) written_by]--> The Ape --[in_language]--> Swedish
Neg LogProb(↓):   0.435569
Path Entropy(↓):  0.651737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by zabou breitman were released in which years
Start Entity:     Zabou Breitman
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Zabou Breitman --[(INV) written_by]--> The Man of My Life --[release_year]--> 2006
Path (Raw):       Zabou Breitman --[No Operation]--> Zabou Breitman --[(INV) written_by]--> The Man of My Life --[release_year]--> 2006
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by leea klemola were directed by who
Start Entity:     Leea Klemola
Gold Answer:      [['Simo Halinen']]
Predicted Ans:    Simo Halinen
Predicted Path:   Leea Klemola --[(INV) starred_actors]--> Open Up to Me --[directed_by]--> Simo Halinen
Path (Raw):       Leea Klemola --[No Operation]--> Leea Klemola --[(INV) starred_actors]--> Open Up to Me --[directed_by]--> Simo Halinen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in fifty / fifty
Start Entity:     Fifty/Fifty
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Fifty/Fifty --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[in_language]--> English
Path (Raw):       Fifty/Fifty --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[in_language]--> English
Neg LogProb(↓):   0.000695
Path Entropy(↓):  0.005768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film factotum
Start Entity:     Factotum
Gold Answer:      [['charles bukowski', 'r', 'matt dillon']]
Predicted Ans:    charles bukowski
Predicted Path:   Factotum --[has_tags]--> charles bukowski --[(INV) has_tags]--> Factotum --[has_tags]--> charles bukowski
Path (Raw):       Factotum --[has_tags]--> charles bukowski --[(INV) has_tags]--> Factotum --[has_tags]--> charles bukowski
Neg LogProb(↓):   0.375187
Path Entropy(↓):  0.643128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by undisputed actors
Start Entity:     Undisputed
Gold Answer:      [['Cantonese', 'English', 'French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Undisputed --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[in_language]--> Japanese
Path (Raw):       Undisputed --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[in_language]--> Japanese
Neg LogProb(↓):   1.125618
Path Entropy(↓):  1.086750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by so yong kim
Start Entity:     So Yong Kim
Gold Answer:      [['Paul Dano']]
Predicted Ans:    Paul Dano
Predicted Path:   So Yong Kim --[(INV) written_by]--> For Ellen --[starred_actors]--> Paul Dano
Path (Raw):       So Yong Kim --[No Operation]--> So Yong Kim --[(INV) written_by]--> For Ellen --[starred_actors]--> Paul Dano
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in condorman
Start Entity:     Condorman
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Condorman --[starred_actors]--> Barbara Carrera --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Path (Raw):       Condorman --[starred_actors]--> Barbara Carrera --[(INV) starred_actors]--> The Island of Dr. Moreau --[in_language]--> English
Neg LogProb(↓):   0.693928
Path Entropy(↓):  0.699673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the profession of arms is also the director of which films
Start Entity:     The Profession of Arms
Gold Answer:      [['Walking, Walking', 'Il Posto', 'The Fiances', 'The Tree of Wooden Clogs', 'Tickets']]
Predicted Ans:    Walking, Walking
Predicted Path:   The Profession of Arms --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking
Path (Raw):       The Profession of Arms --[No Operation]--> The Profession of Arms --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking
Neg LogProb(↓):   0.033047
Path Entropy(↓):  0.177694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie the secret six in a few words
Start Entity:     The Secret Six
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Secret Six --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Secret Six --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.436070
Path Entropy(↓):  0.650993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film captain newman, m. d.
Start Entity:     Captain Newman, M.D.
Gold Answer:      [['david miller']]
Predicted Ans:    david miller
Predicted Path:   Captain Newman, M.D. --[has_tags]--> david miller --[(INV) has_tags]--> Sudden Fear --[has_tags]--> david miller
Path (Raw):       Captain Newman, M.D. --[has_tags]--> david miller --[(INV) has_tags]--> Sudden Fear --[has_tags]--> david miller
Neg LogProb(↓):   0.609574
Path Entropy(↓):  0.725678
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by colette marchand were released in which years
Start Entity:     Colette Marchand
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Colette Marchand --[(INV) starred_actors]--> Moulin Rouge --[release_year]--> 1952
Path (Raw):       Colette Marchand --[No Operation]--> Colette Marchand --[(INV) starred_actors]--> Moulin Rouge --[release_year]--> 1952
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by giuseppe tomasi di lampedusa
Start Entity:     Giuseppe Tomasi di Lampedusa
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Giuseppe Tomasi di Lampedusa --[(INV) written_by]--> The Leopard --[release_year]--> 1963
Path (Raw):       Giuseppe Tomasi di Lampedusa --[No Operation]--> Giuseppe Tomasi di Lampedusa --[(INV) written_by]--> The Leopard --[release_year]--> 1963
Neg LogProb(↓):   0.623384
Path Entropy(↓):  0.690534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film sleeping with the enemy
Start Entity:     Sleeping with the Enemy
Gold Answer:      [['2003', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '1994', '1995', '1948', '2001', '1990', '1996', '2012', '1988', '2000', '1997', '1991', '1999']]
Predicted Ans:    1999
Predicted Path:   Sleeping with the Enemy --[starred_actors]--> Julia Roberts --[(INV) starred_actors]--> Runaway Bride --[release_year]--> 1999
Path (Raw):       Sleeping with the Enemy --[starred_actors]--> Julia Roberts --[(INV) starred_actors]--> Runaway Bride --[release_year]--> 1999
Neg LogProb(↓):   1.137572
Path Entropy(↓):  2.026375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of cold comes the night
Start Entity:     Cold Comes the Night
Gold Answer:      [['The Pyramid', 'Children of Invention']]
Predicted Ans:    Cold Comes the Night
Predicted Path:   Cold Comes the Night --[written_by]--> Tze Chun --[(INV) written_by]--> Cold Comes the Night
Path (Raw):       Cold Comes the Night --[No Operation]--> Cold Comes the Night --[written_by]--> Tze Chun --[(INV) written_by]--> Cold Comes the Night
Neg LogProb(↓):   0.265701
Path Entropy(↓):  0.777255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What words describe another earth
Start Entity:     Another Earth
Gold Answer:      [['writing', 'earth', 'brit marling']]
Predicted Ans:    brit marling
Predicted Path:   Another Earth --[has_tags]--> brit marling --[(INV) has_tags]--> Another Earth --[has_tags]--> brit marling
Path (Raw):       Another Earth --[has_tags]--> brit marling --[(INV) has_tags]--> Another Earth --[has_tags]--> brit marling
Neg LogProb(↓):   0.000360
Path Entropy(↓):  0.003716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of david arquette acted films
Start Entity:     David Arquette
Gold Answer:      [['Finn Taylor', 'Tim Blake Nelson', 'Robert Rodriguez', 'Ted Griffin', 'Evan Dunsky', 'Keith Reddin', 'Ellory Elkayem']]
Predicted Ans:    Finn Taylor
Predicted Path:   David Arquette --[(INV) starred_actors]--> The Darwin Awards --[written_by]--> Finn Taylor
Path (Raw):       David Arquette --[No Operation]--> David Arquette --[(INV) starred_actors]--> The Darwin Awards --[written_by]--> Finn Taylor
Neg LogProb(↓):   0.001847
Path Entropy(↓):  0.014723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the secret of the grain
Start Entity:     The Secret of the Grain
Gold Answer:      [['Games of Love and Chance', 'Black Venus']]
Predicted Ans:    The Secret of the Grain
Predicted Path:   The Secret of the Grain --[directed_by]--> Abdellatif Kechiche --[(INV) directed_by]--> The Secret of the Grain
Path (Raw):       The Secret of the Grain --[directed_by]--> Abdellatif Kechiche --[(INV) directed_by]--> The Secret of the Grain --[No Operation]--> The Secret of the Grain
Neg LogProb(↓):   0.240998
Path Entropy(↓):  0.533173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of because of winn - dixie
Start Entity:     Because of Winn-Dixie
Gold Answer:      [['Robert Stevenhagen', 'Sam Fell']]
Predicted Ans:    Sam Fell
Predicted Path:   Because of Winn-Dixie --[written_by]--> Kate DiCamillo --[(INV) written_by]--> The Tale of Despereaux --[directed_by]--> Sam Fell
Path (Raw):       Because of Winn-Dixie --[written_by]--> Kate DiCamillo --[(INV) written_by]--> The Tale of Despereaux --[directed_by]--> Sam Fell
Neg LogProb(↓):   0.057012
Path Entropy(↓):  0.216303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by vincent campanella release
Start Entity:     Vincent Campanella
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Vincent Campanella --[(INV) written_by]--> Breaking Point --[release_year]--> 2009
Path (Raw):       Vincent Campanella --[No Operation]--> Vincent Campanella --[(INV) written_by]--> Breaking Point --[release_year]--> 2009
Neg LogProb(↓):   0.009834
Path Entropy(↓):  0.055013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film wyoming renegades
Start Entity:     Wyoming Renegades
Gold Answer:      [['Samuel Fuller', 'Vincente Minnelli', 'Nathan Juran', 'Melville Shavelson']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Wyoming Renegades --[starred_actors]--> Gene Evans --[(INV) starred_actors]--> Park Row --[directed_by]--> Samuel Fuller
Path (Raw):       Wyoming Renegades --[starred_actors]--> Gene Evans --[(INV) starred_actors]--> Park Row --[directed_by]--> Samuel Fuller
Neg LogProb(↓):   0.000131
Path Entropy(↓):  0.001324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by arnold schwarzenegger were released in which years
Start Entity:     Arnold Schwarzenegger
Gold Answer:      [['1993', '1936', '1985', '1979', '1984', '1977', '1982', '2014', '1994', '1976', '1948', '1990', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '2000', '1999', '1987', '1969']]
Predicted Ans:    2012
Predicted Path:   Arnold Schwarzenegger --[(INV) starred_actors]--> Total Recall --[release_year]--> 2012
Path (Raw):       Arnold Schwarzenegger --[No Operation]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Total Recall --[release_year]--> 2012
Neg LogProb(↓):   1.192848
Path Entropy(↓):  2.244079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with last vegas fall under
Start Entity:     Last Vegas
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Western', 'Musical', 'Short', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Last Vegas --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Last Vegas --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   1.686787
Path Entropy(↓):  3.170342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does mark dacascos act in
Start Entity:     Mark Dacascos
Gold Answer:      [['American Samurai', 'Double Dragon', 'DNA', 'Only the Strong', 'Scorcher']]
Predicted Ans:    Das Boot
Predicted Path:   Mark Dacascos --[(INV) starred_actors]--> DNA --[starred_actors]--> Jürgen Prochnow --[(INV) starred_actors]--> Das Boot
Path (Raw):       Mark Dacascos --[(INV) starred_actors]--> DNA --[starred_actors]--> Jürgen Prochnow --[(INV) starred_actors]--> Das Boot
Neg LogProb(↓):   0.289611
Path Entropy(↓):  0.682413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the little thief are written by who
Start Entity:     The Little Thief
Gold Answer:      [['Philippe Grimbert', 'Claude Miller', 'Marc Behm']]
Predicted Ans:    François Truffaut
Predicted Path:   The Little Thief --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[written_by]--> François Truffaut
Path (Raw):       The Little Thief --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[written_by]--> François Truffaut
Neg LogProb(↓):   0.597022
Path Entropy(↓):  1.142466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films directed by the the city of lost souls director
Start Entity:     The City of Lost Souls
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The City of Lost Souls --[directed_by]--> Takashi Miike --[(INV) directed_by]--> One Missed Call --[in_language]--> Japanese
Path (Raw):       The City of Lost Souls --[directed_by]--> Takashi Miike --[(INV) directed_by]--> One Missed Call --[in_language]--> Japanese
Neg LogProb(↓):   0.639307
Path Entropy(↓):  1.167224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did jon cohen write
Start Entity:     Jon Cohen
Gold Answer:      [['Minority Report']]
Predicted Ans:    The Adjustment Bureau
Predicted Path:   Jon Cohen --[(INV) written_by]--> Minority Report --[written_by]--> Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau
Path (Raw):       Jon Cohen --[(INV) written_by]--> Minority Report --[written_by]--> Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau
Neg LogProb(↓):   0.106802
Path Entropy(↓):  0.357398
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film broken embraces starred which actors
Start Entity:     Broken Embraces
Gold Answer:      [['José Luis Gómez', 'Blanca Portillo', 'Lluís Homar', 'Penélope Cruz']]
Predicted Ans:    José Luis Gómez
Predicted Path:   Broken Embraces --[starred_actors]--> José Luis Gómez --[(INV) starred_actors]--> Broken Embraces --[starred_actors]--> José Luis Gómez
Path (Raw):       Broken Embraces --[starred_actors]--> José Luis Gómez --[(INV) starred_actors]--> Broken Embraces --[starred_actors]--> José Luis Gómez
Neg LogProb(↓):   0.296068
Path Entropy(↓):  1.020623
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of camp rock starred who
Start Entity:     Camp Rock
Gold Answer:      [['Geena Davis', 'Jeff Goldblum', 'Jim Carrey', 'Damon Wayans']]
Predicted Ans:    Demi Lovato
Predicted Path:   Camp Rock --[written_by]--> Paul Brown --[(INV) written_by]--> Camp Rock --[starred_actors]--> Demi Lovato
Path (Raw):       Camp Rock --[written_by]--> Paul Brown --[(INV) written_by]--> Camp Rock --[starred_actors]--> Demi Lovato
Neg LogProb(↓):   0.220044
Path Entropy(↓):  0.500798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by raphael holinshed were directed by who
Start Entity:     Raphael Holinshed
Gold Answer:      [['Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   Raphael Holinshed --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Path (Raw):       Raphael Holinshed --[No Operation]--> Raphael Holinshed --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film like mike
Start Entity:     Like Mike
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Like Mike --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Like Mike --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.464317
Path Entropy(↓):  4.636329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the narrow margin
Start Entity:     The Narrow Margin
Gold Answer:      [['Edgar G. Ulmer', 'Severin Eskeland']]
Predicted Ans:    Edgar G. Ulmer
Predicted Path:   The Narrow Margin --[written_by]--> Martin Goldsmith --[(INV) written_by]--> Detour --[directed_by]--> Edgar G. Ulmer
Path (Raw):       The Narrow Margin --[written_by]--> Martin Goldsmith --[(INV) written_by]--> Detour --[directed_by]--> Edgar G. Ulmer
Neg LogProb(↓):   0.681210
Path Entropy(↓):  0.702048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with diego abatantuono
Start Entity:     Diego Abatantuono
Gold Answer:      [['Sergio Rubini', 'Stefania Rocca', 'Christopher Lambert']]
Predicted Ans:    Christopher Lambert
Predicted Path:   Diego Abatantuono --[(INV) starred_actors]--> Nirvana --[starred_actors]--> Christopher Lambert
Path (Raw):       Diego Abatantuono --[No Operation]--> Diego Abatantuono --[(INV) starred_actors]--> Nirvana --[starred_actors]--> Christopher Lambert
Neg LogProb(↓):   0.133100
Path Entropy(↓):  0.407228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film little miss sunshine
Start Entity:     Little Miss Sunshine
Gold Answer:      [['Josh Boone', 'George Armitage', 'Mike Nichols', 'Dagur Kári', 'Ericson Core', 'Eddy Terstall', 'Marshall Brickman', 'Bud Yorkin', 'Tamara Jenkins', 'Julie Anne Robinson', 'Vincenzo Natali', 'Jill Sprecher', 'Gore Verbinski', 'Billy Wilder', 'James L. Brooks', 'Simon Brand', 'Mark Levin', 'Jennifer Flackett', 'Richard Linklater', 'Matt Aselton', 'Fisher Stevens', 'Ben Affleck', 'Michael Cuesta', 'Ruben Fleischer', 'David M. Rosenthal', 'Robert Ellis Miller', 'Barry Sonnenfeld', 'So Yong Kim', 'Craig Zisk', 'David Koepp', 'John Cassavetes', 'Terence Young', 'Andrew Davis', 'Scott Hicks', 'Valerie Faris', 'Jonathan Dayton', 'Herbert Ross', 'Wayne Thornley', 'Robert Benton', 'Richard Rush', 'Gavin Hood', 'Joe Johnston', 'Harvey Miller', 'Chazz Palminteri', 'Paul Schrader', 'Jules Bass', 'Michael McCullers', 'Garry Marshall', 'Brad Anderson', 'Werner Herzog', 'Sydney Pollack', 'Keith Samples', 'Stanley M. Brooks', 'Neil LaBute', 'M. Night Shyamalan', 'Randall Wallace', 'Rod Holcomb', 'Sidney Lanfield', 'Robert Pulcini', 'Shari Springer Berman', 'Bruce Beresford', 'Arthur Hiller', 'Nick Cassavetes']]
Predicted Ans:    Billy Wilder
Predicted Path:   Little Miss Sunshine --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[directed_by]--> Billy Wilder
Path (Raw):       Little Miss Sunshine --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.659725
Path Entropy(↓):  1.704594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of ballet shoes
Start Entity:     Ballet Shoes
Gold Answer:      [['Bill Nighy', 'Romola Garai']]
Predicted Ans:    Bill Nighy
Predicted Path:   Ballet Shoes --[written_by]--> Heidi Thomas --[(INV) written_by]--> I Capture the Castle --[starred_actors]--> Bill Nighy
Path (Raw):       Ballet Shoes --[written_by]--> Heidi Thomas --[(INV) written_by]--> I Capture the Castle --[starred_actors]--> Bill Nighy
Neg LogProb(↓):   0.599926
Path Entropy(↓):  0.877889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the mothman prophecies
Start Entity:     The Mothman Prophecies
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Mothman Prophecies --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Path (Raw):       The Mothman Prophecies --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Neg LogProb(↓):   0.410316
Path Entropy(↓):  0.860921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by evelyn keyes were in which genres
Start Entity:     Evelyn Keyes
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Evelyn Keyes --[(INV) starred_actors]--> Here Comes Mr. Jordan --[has_genre]--> Comedy
Path (Raw):       Evelyn Keyes --[No Operation]--> Evelyn Keyes --[(INV) starred_actors]--> Here Comes Mr. Jordan --[has_genre]--> Comedy
Neg LogProb(↓):   0.055332
Path Entropy(↓):  0.247806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by chris chibnall
Start Entity:     Chris Chibnall
Gold Answer:      [['Sondre Sørheim', 'Håvard Lilleheie', 'Berte Rommetveit', 'Vegar Hoel']]
Predicted Ans:    Berte Rommetveit
Predicted Path:   Chris Chibnall --[(INV) written_by]--> United --[starred_actors]--> Berte Rommetveit
Path (Raw):       Chris Chibnall --[No Operation]--> Chris Chibnall --[(INV) written_by]--> United --[starred_actors]--> Berte Rommetveit
Neg LogProb(↓):   0.502140
Path Entropy(↓):  0.674018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor lalita panyopas is a co - star of who
Start Entity:     Lalita Panyopas
Gold Answer:      [['Ananda Everingham']]
Predicted Ans:    Ananda Everingham
Predicted Path:   Lalita Panyopas --[(INV) starred_actors]--> Ploy --[starred_actors]--> Ananda Everingham
Path (Raw):       Lalita Panyopas --[No Operation]--> Lalita Panyopas --[(INV) starred_actors]--> Ploy --[starred_actors]--> Ananda Everingham
Neg LogProb(↓):   0.044656
Path Entropy(↓):  0.179449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the life of emile zola
Start Entity:     The Life of Emile Zola
Gold Answer:      [['Black Fury', 'Angel on My Shoulder', 'The Story of Louis Pasteur', 'Stranger on the Prowl', 'The Good Earth', 'A Song to Remember', 'Commandos Strike at Dawn', 'The Last Angry Man', 'I Am a Fugitive from a Chain Gang', 'Scarface']]
Predicted Ans:    The Good Earth
Predicted Path:   The Life of Emile Zola --[starred_actors]--> Paul Muni --[(INV) starred_actors]--> The Good Earth
Path (Raw):       The Life of Emile Zola --[starred_actors]--> Paul Muni --[No Operation]--> Paul Muni --[(INV) starred_actors]--> The Good Earth
Neg LogProb(↓):   0.643161
Path Entropy(↓):  1.343223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is mammuth in
Start Entity:     Mammuth
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Mammuth --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Mammuth --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.694491
Path Entropy(↓):  3.026348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the sicilian starred who
Start Entity:     The Sicilian
Gold Answer:      [['Ava Gardner', 'Lorne Greene', 'George Kennedy', 'Charlton Heston', 'Marlon Brando', 'Gene Hackman', 'Al Pacino', 'Christopher Reeve', 'Ned Beatty', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   The Sicilian --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[starred_actors]--> James Caan
Path (Raw):       The Sicilian --[written_by]--> Mario Puzo --[(INV) written_by]--> The Godfather --[starred_actors]--> James Caan
Neg LogProb(↓):   0.375630
Path Entropy(↓):  0.767307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie adventure in baltimore are written by who
Start Entity:     Adventure in Baltimore
Gold Answer:      [['W. Somerset Maugham', 'Zane Grey', 'Martin Berkeley', 'Robert M. Fresco', 'Nat Perrin', 'Philip Klein', 'Edward E. Paramore Jr.', 'James P. Judge', 'Sam Hellman', 'Samuel G. Engel', 'Erich Maria Remarque', 'Walter Ferris', 'Ethel Hill', 'John Paxton', 'Vincent Lawrence', 'Maurice Maeterlinck', 'Walter Bullock', 'Harry Tugend', 'Arthur Wing Pinero', 'Julien Josephson', 'Jack Yellen', 'Patterson McNutt', 'Laura E. Richard', 'Arthur J. Beckhard', 'F. Hugh Herbert', 'Sidney Sheldon', 'Gladys Lehman', 'Harry Brown', 'Leigh Janiak', 'Arthur Sheekman', 'F. Scott Fitzgerald', 'William M. Conselman', 'William R. Lipman', 'Damon Runyon', 'John Taintor Foote', 'Humphrey Pearson', 'Melville Baker', 'Sylvia Thalberg', 'Jack Arnold', 'James Edward Grant', 'Walter Bernstein', 'Edwin J. Burke', 'Ferenc Molnár', 'Edward Peple', 'Rudyard Kipling', 'Frances Hodgson Burnett', 'Ernest Pascal', 'Paul Girard Smith', 'John Galsworthy', 'Kenneth Roberts', 'Charles Hoffman', 'Edith Kneipple Roberts', 'Eleanor Gates', 'Kate Douglas Wiggin', 'Karl Tunberg', 'Marion Parsonnet', 'Ralph Spence', 'Darrell Ware', 'Oscar Wilde', 'Richard Brooks', 'David Butler', 'Gwen Davenport', 'Charles Martin', 'Don Ettlinger', 'Jack Kirkland']]
Predicted Ans:    Karl Tunberg
Predicted Path:   Adventure in Baltimore --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg
Path (Raw):       Adventure in Baltimore --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[written_by]--> Karl Tunberg
Neg LogProb(↓):   1.079829
Path Entropy(↓):  1.876785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by dylan kidd
Start Entity:     Dylan Kidd
Gold Answer:      [['Jesse Eisenberg', 'Campbell Scott', 'Laura Linney']]
Predicted Ans:    Jesse Eisenberg
Predicted Path:   Dylan Kidd --[(INV) written_by]--> Roger Dodger --[starred_actors]--> Jesse Eisenberg
Path (Raw):       Dylan Kidd --[No Operation]--> Dylan Kidd --[(INV) written_by]--> Roger Dodger --[starred_actors]--> Jesse Eisenberg
Neg LogProb(↓):   0.102494
Path Entropy(↓):  0.328409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the newton boys actors
Start Entity:     The Newton Boys
Gold Answer:      [['Family', 'Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Newton Boys --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Path (Raw):       The Newton Boys --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.255460
Path Entropy(↓):  0.578135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in american violet
Start Entity:     American Violet
Gold Answer:      [['Nicole Beharie']]
Predicted Ans:    Harrison Ford
Predicted Path:   American Violet --[starred_actors]--> Nicole Beharie --[(INV) starred_actors]--> 42 --[starred_actors]--> Harrison Ford
Path (Raw):       American Violet --[starred_actors]--> Nicole Beharie --[(INV) starred_actors]--> 42 --[starred_actors]--> Harrison Ford
Neg LogProb(↓):   0.165924
Path Entropy(↓):  0.540222
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does milo ventimiglia star in
Start Entity:     Milo Ventimiglia
Gold Answer:      [['The Divide']]
Predicted Ans:    The Divide
Predicted Path:   Milo Ventimiglia --[(INV) starred_actors]--> The Divide --[starred_actors]--> Lauren German --[(INV) starred_actors]--> The Divide
Path (Raw):       Milo Ventimiglia --[(INV) starred_actors]--> The Divide --[starred_actors]--> Lauren German --[(INV) starred_actors]--> The Divide
Neg LogProb(↓):   0.195984
Path Entropy(↓):  0.468309
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films same old song are written by who
Start Entity:     Same Old Song
Gold Answer:      [['Agnès Jaoui', 'Alan Ayckbourn', 'Jean Anouilh', 'Alain Resnais', 'André Barde', 'Jean Gruault', 'Jean Cayrol']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Same Old Song --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[written_by]--> Agnès Jaoui
Path (Raw):       Same Old Song --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[written_by]--> Agnès Jaoui
Neg LogProb(↓):   0.053028
Path Entropy(↓):  0.281107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by darryl f. zanuck
Start Entity:     Darryl F. Zanuck
Gold Answer:      [["Noah's Ark", 'Baby Face', 'A Yank in the R.A.F.']]
Predicted Ans:    Baby Face
Predicted Path:   Darryl F. Zanuck --[(INV) written_by]--> Baby Face --[written_by]--> Darryl F. Zanuck --[(INV) written_by]--> Baby Face
Path (Raw):       Darryl F. Zanuck --[(INV) written_by]--> Baby Face --[written_by]--> Darryl F. Zanuck --[(INV) written_by]--> Baby Face
Neg LogProb(↓):   0.659579
Path Entropy(↓):  1.330360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for in love and war
Start Entity:     In Love and War
Gold Answer:      [['Henry S. Villard', 'James Nagel']]
Predicted Ans:    Henry S. Villard
Predicted Path:   In Love and War --[written_by]--> Henry S. Villard --[(INV) written_by]--> In Love and War --[written_by]--> Henry S. Villard
Path (Raw):       In Love and War --[written_by]--> Henry S. Villard --[(INV) written_by]--> In Love and War --[written_by]--> Henry S. Villard
Neg LogProb(↓):   0.177413
Path Entropy(↓):  0.523115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by unforgettable actors release
Start Entity:     Unforgettable
Gold Answer:      [['2008', '2003', '1992', '2006', '1985', '1998', '2009', '2010', '1994', '1995', '2001', '1990', '1989', '2012', '2011', '1988', '2000', '1997', '2005', '1991', '1999']]
Predicted Ans:    2012
Predicted Path:   Unforgettable --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> The Iceman --[release_year]--> 2012
Path (Raw):       Unforgettable --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> The Iceman --[release_year]--> 2012
Neg LogProb(↓):   1.159864
Path Entropy(↓):  2.104886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by carrie actors
Start Entity:     Carrie
Gold Answer:      [['William Dieterle', 'Todd Haynes', 'Lasse Hallström', 'Herb Gardner', 'John Milius', 'David O. Selznick', 'Mark Rydell', 'Greg Swartz', 'John Badham', 'Martin Campbell', 'David Lynch', 'Otto Preminger', 'Jane Anderson', 'Lee Tamahori', 'Ernst Lubitsch', 'Tod Browning', 'Neil Jordan', 'Matt Reeves', 'Bruno Barreto', 'Tony Richardson', 'Ami Canaan Mann', 'Steve Miner', 'Joel Coen', 'Joan Micklin Silver', 'Martin Scorsese', 'Richard Fleischer', 'Tim Whelan', 'Karen Moncrieff', 'Michael Apted', 'Alan Crosland', 'Stanley Kubrick', 'Allan Moyle', 'Michael Powell', 'Ridley Scott', 'Craig Zisk', 'Robert Rossen', 'David Cronenberg', 'Richard Pearce', 'Alexander Korda', 'Stephen Daldry', 'Chris Columbus', 'Claude Chabrol', 'Joseph L. Mankiewicz', 'Robby Henson', 'Joseph Ruben', 'Ivan Reitman', 'Richard Glatzer', 'Wash Westmoreland', 'Todd Field', 'Peter Howitt', 'Bart Freundlich', 'Robert Altman', 'Kenneth Branagh', 'King Vidor', 'Scott McGehee', 'David Siegel', 'Jeff Wadlow', 'Franklin J. Schaffner', 'Henry King', 'Courtney Solomon', 'Hugh Wilson', 'George Roy Hill', 'Marc Rocco', 'Charles Matthau', 'Laurence Olivier', 'Walter Murch', 'Jarmo Lampela', 'Atom Egoyan', 'Vincente Minnelli', 'Alfred Hitchcock', 'Tom Moore', 'Joel Oliansky', 'Seth Gordon', 'Terrence Malick', 'Edward Dmytryk', 'Hunter Hill', 'Perry Moore', 'John Schlesinger', 'Joe Roth', 'John Huston', 'Basil Dearden', 'Tom Kalin', 'Emeric Pressburger', 'Stuart Burge', 'Ethan Coen', 'Richard Donner', 'Henry Koster', 'Jerry Schatzberg', 'Antoine Fuqua', 'Tom Cairns', 'Olivier Assayas', 'William K. Howard', 'Jay Roach', 'Aaron Schneider', 'Peter Yates', 'Oliver Parker', 'Orson Welles', 'Jean Renoir']]
Predicted Ans:    Lasse Hallström
Predicted Path:   Carrie --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The Shipping News --[directed_by]--> Lasse Hallström
Path (Raw):       Carrie --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The Shipping News --[directed_by]--> Lasse Hallström
Neg LogProb(↓):   1.185802
Path Entropy(↓):  2.281881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of billy jack goes to washington also wrote which films
Start Entity:     Billy Jack Goes to Washington
Gold Answer:      [['Billy Jack', 'The Trial of Billy Jack']]
Predicted Ans:    Billy Jack
Predicted Path:   Billy Jack Goes to Washington --[written_by]--> Tom Laughlin --[(INV) written_by]--> Billy Jack
Path (Raw):       Billy Jack Goes to Washington --[written_by]--> Tom Laughlin --[(INV) written_by]--> Billy Jack --[No Operation]--> Billy Jack
Neg LogProb(↓):   0.577107
Path Entropy(↓):  0.809623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by darren aronofsky in
Start Entity:     Darren Aronofsky
Gold Answer:      [['Drama', 'Sport', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Darren Aronofsky --[(INV) directed_by]--> The Fountain --[has_genre]--> Drama
Path (Raw):       Darren Aronofsky --[No Operation]--> Darren Aronofsky --[(INV) directed_by]--> The Fountain --[has_genre]--> Drama
Neg LogProb(↓):   0.003394
Path Entropy(↓):  0.022905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of sgt. kabukiman n. y. p. d.
Start Entity:     Sgt. Kabukiman N.Y.P.D.
Gold Answer:      [['Phoebe Legere']]
Predicted Ans:    Phoebe Legere
Predicted Path:   Sgt. Kabukiman N.Y.P.D. --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> The Toxic Avenger Part II --[starred_actors]--> Phoebe Legere
Path (Raw):       Sgt. Kabukiman N.Y.P.D. --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> The Toxic Avenger Part II --[starred_actors]--> Phoebe Legere
Neg LogProb(↓):   0.004236
Path Entropy(↓):  0.032979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of walk on the wild side
Start Entity:     Walk on the Wild Side
Gold Answer:      [['The Caine Mutiny', 'The Carpetbaggers', 'Soldier of Fortune', "The 'Human' Factor", 'Cornered', 'Raintree County', 'The Young Lions', 'The Left Hand of God', 'Tender Comrade', 'Anzio', 'Broken Lance', 'Eight Iron Men', 'Shalako', 'Murder, My Sweet', 'Bluebeard', 'Back to Bataan', 'Warlock', 'The Reluctant Saint', 'Where Love Has Gone', 'The Devil Commands', 'Mirage', 'Crossfire', 'The End of the Affair', 'The Sniper']]
Predicted Ans:    Bluebeard
Predicted Path:   Walk on the Wild Side --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Bluebeard
Path (Raw):       Walk on the Wild Side --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Bluebeard --[No Operation]--> Bluebeard
Neg LogProb(↓):   0.184403
Path Entropy(↓):  0.795138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the kid stays in the picture
Start Entity:     The Kid Stays in the Picture
Gold Answer:      [['Robert Evans']]
Predicted Ans:    Robert Evans
Predicted Path:   The Kid Stays in the Picture --[starred_actors]--> Robert Evans --[(INV) starred_actors]--> The Kid Stays in the Picture --[starred_actors]--> Robert Evans
Path (Raw):       The Kid Stays in the Picture --[starred_actors]--> Robert Evans --[(INV) starred_actors]--> The Kid Stays in the Picture --[starred_actors]--> Robert Evans
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the gods of the plague director
Start Entity:     Gods of the Plague
Gold Answer:      [['Rainer Werner Fassbinder', 'Daniel F. Galouye', 'Michael Fengler', 'Jean Genet', 'Theodor Fontane', 'Jacques Demy', 'Lale Andersen', 'Vladimir Nabokov', 'Cornell Woolrich']]
Predicted Ans:    Jacques Demy
Predicted Path:   Gods of the Plague --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[written_by]--> Jacques Demy
Path (Raw):       Gods of the Plague --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[written_by]--> Jacques Demy
Neg LogProb(↓):   0.564762
Path Entropy(↓):  1.582709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of galaxy quest is also the director of which movies
Start Entity:     Galaxy Quest
Gold Answer:      [['Fun with Dick and Jane', 'Home Fries']]
Predicted Ans:    Fun with Dick and Jane
Predicted Path:   Galaxy Quest --[directed_by]--> Dean Parisot --[(INV) directed_by]--> Fun with Dick and Jane
Path (Raw):       Galaxy Quest --[directed_by]--> Dean Parisot --[(INV) directed_by]--> Fun with Dick and Jane --[No Operation]--> Fun with Dick and Jane
Neg LogProb(↓):   0.068220
Path Entropy(↓):  0.251598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with adi hasak
Start Entity:     Adi Hasak
Gold Answer:      [['Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   Adi Hasak --[(INV) written_by]--> 3 Days to Kill --[written_by]--> Luc Besson
Path (Raw):       Adi Hasak --[No Operation]--> Adi Hasak --[(INV) written_by]--> 3 Days to Kill --[written_by]--> Luc Besson
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the to do list was directed by who
Start Entity:     The To Do List
Gold Answer:      [['Maggie Carey']]
Predicted Ans:    Maggie Carey
Predicted Path:   The To Do List --[directed_by]--> Maggie Carey --[(INV) directed_by]--> The To Do List --[directed_by]--> Maggie Carey
Path (Raw):       The To Do List --[directed_by]--> Maggie Carey --[(INV) directed_by]--> The To Do List --[directed_by]--> Maggie Carey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed amazing grace
Start Entity:     Amazing Grace
Gold Answer:      [['Music', 'Documentary', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Amazing Grace --[directed_by]--> Michael Apted --[(INV) directed_by]--> Enigma --[has_genre]--> Drama
Path (Raw):       Amazing Grace --[directed_by]--> Michael Apted --[(INV) directed_by]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.518603
Path Entropy(↓):  1.125829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie cast away in a few words
Start Entity:     Cast Away
Gold Answer:      [['drama', 'stranded', 'robert zemeckis', 'tom hanks', 'island', 'adventure']]
Predicted Ans:    stranded
Predicted Path:   Cast Away --[has_tags]--> stranded --[(INV) has_tags]--> Life of Pi --[has_tags]--> stranded
Path (Raw):       Cast Away --[has_tags]--> stranded --[(INV) has_tags]--> Life of Pi --[has_tags]--> stranded
Neg LogProb(↓):   0.030018
Path Entropy(↓):  0.134721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie demoted
Start Entity:     Demoted
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Demoted --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Demoted --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.060668
Path Entropy(↓):  4.705601
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by tony burgess
Start Entity:     Tony Burgess
Gold Answer:      [['Bruce McDonald']]
Predicted Ans:    Bruce McDonald
Predicted Path:   Tony Burgess --[(INV) written_by]--> Pontypool --[directed_by]--> Bruce McDonald
Path (Raw):       Tony Burgess --[No Operation]--> Tony Burgess --[(INV) written_by]--> Pontypool --[directed_by]--> Bruce McDonald
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does martha nussbaum star in
Start Entity:     Martha Nussbaum
Gold Answer:      [['Examined Life']]
Predicted Ans:    Examined Life
Predicted Path:   Martha Nussbaum --[(INV) starred_actors]--> Examined Life --[written_by]--> Astra Taylor --[(INV) written_by]--> Examined Life
Path (Raw):       Martha Nussbaum --[(INV) starred_actors]--> Examined Life --[written_by]--> Astra Taylor --[(INV) written_by]--> Examined Life
Neg LogProb(↓):   0.470543
Path Entropy(↓):  0.831959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ralph arlyck acted films
Start Entity:     Ralph Arlyck
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Ralph Arlyck --[(INV) starred_actors]--> Following Sean --[release_year]--> 2005
Path (Raw):       Ralph Arlyck --[No Operation]--> Ralph Arlyck --[(INV) starred_actors]--> Following Sean --[release_year]--> 2005
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by the ritz actors
Start Entity:     The Ritz
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Ritz --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> West Side Story --[has_genre]--> Drama
Path (Raw):       The Ritz --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> West Side Story --[has_genre]--> Drama
Neg LogProb(↓):   0.848247
Path Entropy(↓):  1.324350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of they made me a criminal was
Start Entity:     They Made Me a Criminal
Gold Answer:      [['Busby Berkeley']]
Predicted Ans:    Busby Berkeley
Predicted Path:   They Made Me a Criminal --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Bright Lights --[directed_by]--> Busby Berkeley
Path (Raw):       They Made Me a Criminal --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Bright Lights --[directed_by]--> Busby Berkeley
Neg LogProb(↓):   0.677321
Path Entropy(↓):  1.089476
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by scott anderson were released in which years
Start Entity:     Scott Anderson
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Scott Anderson --[(INV) written_by]--> Triage --[release_year]--> 2009
Path (Raw):       Scott Anderson --[No Operation]--> Scott Anderson --[(INV) written_by]--> Triage --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of ovid demaris written movies
Start Entity:     Ovid Demaris
Gold Answer:      [['Giuliano Montaldo']]
Predicted Ans:    Giuliano Montaldo
Predicted Path:   Ovid Demaris --[(INV) written_by]--> Machine Gun McCain --[directed_by]--> Giuliano Montaldo
Path (Raw):       Ovid Demaris --[No Operation]--> Ovid Demaris --[(INV) written_by]--> Machine Gun McCain --[directed_by]--> Giuliano Montaldo
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote won't back down
Start Entity:     Won't Back Down
Gold Answer:      [['Alex Pettyfer']]
Predicted Ans:    Viola Davis
Predicted Path:   Won't Back Down --[written_by]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down --[starred_actors]--> Viola Davis
Path (Raw):       Won't Back Down --[written_by]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down --[starred_actors]--> Viola Davis
Neg LogProb(↓):   0.080355
Path Entropy(↓):  0.282864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of my week with marilyn
Start Entity:     My Week with Marilyn
Gold Answer:      [['Philip Saville']]
Predicted Ans:    Simon Curtis
Predicted Path:   My Week with Marilyn --[written_by]--> Adrian Hodges --[(INV) written_by]--> My Week with Marilyn --[directed_by]--> Simon Curtis
Path (Raw):       My Week with Marilyn --[written_by]--> Adrian Hodges --[(INV) written_by]--> My Week with Marilyn --[directed_by]--> Simon Curtis
Neg LogProb(↓):   0.044589
Path Entropy(↓):  0.179466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by bart baker
Start Entity:     Bart Baker
Gold Answer:      [['Ron Silver', 'Ben Cross', 'Lisa Eilbacher', 'Pierce Brosnan']]
Predicted Ans:    Ron Silver
Predicted Path:   Bart Baker --[(INV) written_by]--> Live Wire --[starred_actors]--> Ron Silver
Path (Raw):       Bart Baker --[No Operation]--> Bart Baker --[(INV) written_by]--> Live Wire --[starred_actors]--> Ron Silver
Neg LogProb(↓):   0.247465
Path Entropy(↓):  0.528893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the killing
Start Entity:     The Killing
Gold Answer:      [['Bruce Dern', 'Ali MacGraw', 'Anjelica Huston', "Vincent D'Onofrio", 'Annette Bening', 'Jack Nicholson', 'John Cusack', 'James Woods', 'Scatman Crothers', 'Shelley Duvall', 'Danny Lloyd', 'Alec Baldwin', 'Michael Madsen', 'Ben Johnson', 'Jessica Alba', 'Patrick Magee', 'Marisa Berenson', 'Kim Basinger', 'Casey Affleck', 'Frank Silvera', 'Jamie Smith', 'Malcolm McDowell', 'Irene Kane', 'Kirk Douglas', 'Sally Struthers', 'Hardy Krüger', 'Matthew Modine', 'Jason Patric', 'Rachel Ward', 'Steve McQueen', 'R. Lee Ermey', 'Kate Hudson', 'Adam Baldwin', "Ryan O'Neal"]]
Predicted Ans:    Kirk Douglas
Predicted Path:   The Killing --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Path (Raw):       The Killing --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.564441
Path Entropy(↓):  0.940759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film milk
Start Entity:     Milk
Gold Answer:      [['Art Linson', 'Jessie Nelson', 'Ole Bornedal', 'Will Beall', 'Umberto Contarello', 'Trent Harris', 'Paolo Sorrentino', 'Robert Bentley', 'Tony Kenrick', 'Thomas Vinterberg', 'James Jones', 'Robert Lindsey', 'Sean Penn', 'Ethan Coen', 'Brian Helgeland', 'Lowell Cunningham', 'Joyce Maynard', 'Dennis McIntyre', 'Stanley Weiser', 'Garon Tsuchiya', 'Nobuaki Minegishi', 'Mark Protosevich', 'Niels Mueller', 'Tony DeZuniga', 'Don MacPherson', 'Ranald MacDougall', 'John Albano', 'Dennis Lehane', 'David Rabe', 'Daniel Lang', 'Cormac McCarthy', 'David Koepp', 'John Cassavetes', 'Robert Rossen', 'Darryl Ponicsan', 'Steven Zaillian', 'Edwin Torres', 'Marguerite Roberts', 'John Kohn', 'Charles Portis', 'Cameron Crowe', 'Jason Reitman', 'Devery Freeman', 'James Lineberger', 'Pete Travis', 'Robert Penn Warren', 'Robert Rodriguez', 'Guillermo Arriaga', 'Terrence Malick', 'Tim Robbins', 'Kristine Johnson', 'Albert Husson', 'Robert Mark Kamen', 'Helen Prejean', 'John Ridley']]
Predicted Ans:    Terrence Malick
Predicted Path:   Milk --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       Milk --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   1.065498
Path Entropy(↓):  1.751157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of miss austen regrets also wrote which films
Start Entity:     Miss Austen Regrets
Gold Answer:      [['The Girl']]
Predicted Ans:    The Girl
Predicted Path:   Miss Austen Regrets --[written_by]--> Gwyneth Hughes --[(INV) written_by]--> The Girl
Path (Raw):       Miss Austen Regrets --[written_by]--> Gwyneth Hughes --[(INV) written_by]--> The Girl --[No Operation]--> The Girl
Neg LogProb(↓):   0.000289
Path Entropy(↓):  0.002645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the protector
Start Entity:     The Protector
Gold Answer:      [['Kevin Donovan', 'Tom Dey', 'Gordon Chan', 'Adrian Lyne', 'Lasse Hallström', 'Spike Lee', 'Harald Zwart', 'Eddie Murphy', 'Michael Lehmann', 'Stanley Tong', 'Fernando Trueba', 'Corey Yuen', 'Teddy Chan', 'John Leekley', 'John Mackenzie', 'Benny Chan', 'Kirk Wong', 'Vincent Kok', 'John G. Avildsen', 'Brett Ratner', 'Jackie Chan', 'Rob Minkoff', 'Brian Levant', 'Bob Giraldi', 'Ringo Lam']]
Predicted Ans:    Gordon Chan
Predicted Path:   The Protector --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Path (Raw):       The Protector --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Neg LogProb(↓):   0.204757
Path Entropy(↓):  0.676436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by wilford leach release
Start Entity:     Wilford Leach
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Wilford Leach --[(INV) directed_by]--> The Wedding Party --[release_year]--> 1969
Path (Raw):       Wilford Leach --[No Operation]--> Wilford Leach --[(INV) directed_by]--> The Wedding Party --[release_year]--> 1969
Neg LogProb(↓):   0.009470
Path Entropy(↓):  0.053343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by robert gustafsson
Start Entity:     Robert Gustafsson
Gold Answer:      [['Jonas Inde', 'Tomas Alfredson', 'Henrik Schyffert', 'Johan Rheborg']]
Predicted Ans:    Henrik Schyffert
Predicted Path:   Robert Gustafsson --[(INV) starred_actors]--> Four Shades of Brown --[written_by]--> Henrik Schyffert
Path (Raw):       Robert Gustafsson --[No Operation]--> Robert Gustafsson --[(INV) starred_actors]--> Four Shades of Brown --[written_by]--> Henrik Schyffert
Neg LogProb(↓):   0.723203
Path Entropy(↓):  1.426241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by i do actors
Start Entity:     I Do
Gold Answer:      [['Short', 'Drama', 'Fantasy', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   I Do --[starred_actors]--> Charlotte Gainsbourg --[(INV) starred_actors]--> The Science of Sleep --[has_genre]--> Comedy
Path (Raw):       I Do --[starred_actors]--> Charlotte Gainsbourg --[(INV) starred_actors]--> The Science of Sleep --[has_genre]--> Comedy
Neg LogProb(↓):   1.285315
Path Entropy(↓):  1.970601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by hugh lofting
Start Entity:     Hugh Lofting
Gold Answer:      [['Steve Carr', 'Richard Fleischer']]
Predicted Ans:    Richard Fleischer
Predicted Path:   Hugh Lofting --[(INV) written_by]--> Doctor Dolittle --[directed_by]--> Richard Fleischer
Path (Raw):       Hugh Lofting --[No Operation]--> Hugh Lofting --[(INV) written_by]--> Doctor Dolittle --[directed_by]--> Richard Fleischer
Neg LogProb(↓):   0.966495
Path Entropy(↓):  1.078041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with double indemnity in
Start Entity:     Double Indemnity
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Double Indemnity --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       Double Indemnity --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.339283
Path Entropy(↓):  0.927992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film my father and the man in black
Start Entity:     My Father and the Man in Black
Gold Answer:      [['1961', '1983']]
Predicted Ans:    2012
Predicted Path:   My Father and the Man in Black --[starred_actors]--> Saul Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[release_year]--> 2012
Path (Raw):       My Father and the Man in Black --[starred_actors]--> Saul Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[release_year]--> 2012
Neg LogProb(↓):   0.056364
Path Entropy(↓):  0.250530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies acted by ignat daniltsev release
Start Entity:     Ignat Daniltsev
Gold Answer:      [['1997', '1975']]
Predicted Ans:    1997
Predicted Path:   Ignat Daniltsev --[(INV) starred_actors]--> The Mirror --[release_year]--> 1997
Path (Raw):       Ignat Daniltsev --[No Operation]--> Ignat Daniltsev --[(INV) starred_actors]--> The Mirror --[release_year]--> 1997
Neg LogProb(↓):   0.281500
Path Entropy(↓):  0.557183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film the last metro
Start Entity:     The Last Metro
Gold Answer:      [['france', 'gérard depardieu', 'françois truffaut']]
Predicted Ans:    françois truffaut
Predicted Path:   The Last Metro --[has_tags]--> françois truffaut --[(INV) has_tags]--> The Last Metro --[has_tags]--> françois truffaut
Path (Raw):       The Last Metro --[has_tags]--> françois truffaut --[(INV) has_tags]--> The Last Metro --[has_tags]--> françois truffaut
Neg LogProb(↓):   0.373050
Path Entropy(↓):  0.658788
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did charles robert carner direct
Start Entity:     Charles Robert Carner
Gold Answer:      [['Witless Protection']]
Predicted Ans:    Witless Protection
Predicted Path:   Charles Robert Carner --[(INV) directed_by]--> Witless Protection --[directed_by]--> Charles Robert Carner --[(INV) directed_by]--> Witless Protection
Path (Raw):       Charles Robert Carner --[(INV) directed_by]--> Witless Protection --[directed_by]--> Charles Robert Carner --[(INV) directed_by]--> Witless Protection
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of water drops on burning rocks
Start Entity:     Water Drops on Burning Rocks
Gold Answer:      [['Rainer Werner Fassbinder', 'Karl Scheydt', 'Hanna Schygulla', 'Catherine Deneuve', 'Karlheinz Böhm', 'Margit Carstensen', 'Danielle Darrieux', 'Karin Viard', 'Isabelle Huppert', 'Ulli Lommel', 'Gérard Depardieu', 'Brad Davis', 'Anna Karina', 'Ludivine Sagnier', 'Emmanuelle Béart', 'Eddie Constantine', 'Susan George', 'Irm Hermann', 'Lou Castel', 'Charles Bronson', 'Charlotte Rampling', 'Anouk Aimée', 'Fabrice Luchini', 'Klaus Löwitsch', 'Peter Chatel']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Water Drops on Burning Rocks --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[starred_actors]--> Catherine Deneuve
Path (Raw):       Water Drops on Burning Rocks --[written_by]--> François Ozon --[(INV) written_by]--> Potiche --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.328722
Path Entropy(↓):  0.945871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Damon thomas directed which films
Start Entity:     Damon Thomas
Gold Answer:      [['The First Men in the Moon']]
Predicted Ans:    The First Men in the Moon
Predicted Path:   Damon Thomas --[(INV) directed_by]--> The First Men in the Moon --[directed_by]--> Damon Thomas --[(INV) directed_by]--> The First Men in the Moon
Path (Raw):       Damon Thomas --[(INV) directed_by]--> The First Men in the Moon --[directed_by]--> Damon Thomas --[(INV) directed_by]--> The First Men in the Moon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie black orpheus
Start Entity:     Black Orpheus
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Black Orpheus --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Black Orpheus --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.056230
Path Entropy(↓):  2.521777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by philip gelatt
Start Entity:     Philip Gelatt
Gold Answer:      [['Patrick Breen', 'Alexandra Chando', 'Charlie Hewson']]
Predicted Ans:    Patrick Breen
Predicted Path:   Philip Gelatt --[(INV) written_by]--> The Bleeding House --[starred_actors]--> Patrick Breen
Path (Raw):       Philip Gelatt --[No Operation]--> Philip Gelatt --[(INV) written_by]--> The Bleeding House --[starred_actors]--> Patrick Breen
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by swimming pool actors
Start Entity:     Swimming Pool
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Swimming Pool --[starred_actors]--> Ludivine Sagnier --[(INV) starred_actors]--> Love Crime --[in_language]--> French
Path (Raw):       Swimming Pool --[starred_actors]--> Ludivine Sagnier --[(INV) starred_actors]--> Love Crime --[in_language]--> French
Neg LogProb(↓):   0.000143
Path Entropy(↓):  0.001489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in robert siodmak directed movies
Start Entity:     Robert Siodmak
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Robert Siodmak --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Path (Raw):       Robert Siodmak --[No Operation]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the hospital starred who
Start Entity:     The Hospital
Gold Answer:      [['Julie Andrews', 'Charles Haid', 'Blair Brown', 'Ernest Borgnine', 'Clint Eastwood', 'Faye Dunaway', 'William Holden', 'Jean Seberg', 'Bette Davis', 'Debbie Reynolds', 'James Garner', 'Lee Marvin', 'William Hurt', 'Melvyn Douglas', 'Robert Duvall', 'Bob Balaban', 'Barry Fitzgerald', 'James Coburn', 'Peter Finch']]
Predicted Ans:    George C. Scott
Predicted Path:   The Hospital --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       The Hospital --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.000741
Path Entropy(↓):  0.006567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the movies acted by leo bill
Start Entity:     Leo Bill
Gold Answer:      [['Simon Rumley']]
Predicted Ans:    Simon Rumley
Predicted Path:   Leo Bill --[(INV) starred_actors]--> The Living and the Dead --[written_by]--> Simon Rumley
Path (Raw):       Leo Bill --[No Operation]--> Leo Bill --[(INV) starred_actors]--> The Living and the Dead --[written_by]--> Simon Rumley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by shoshannah stern
Start Entity:     Shoshannah Stern
Gold Answer:      [['Ari Gold']]
Predicted Ans:    Ari Gold
Predicted Path:   Shoshannah Stern --[(INV) starred_actors]--> Adventures of Power --[directed_by]--> Ari Gold
Path (Raw):       Shoshannah Stern --[No Operation]--> Shoshannah Stern --[(INV) starred_actors]--> Adventures of Power --[directed_by]--> Ari Gold
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the handmaid's tale also appears in which films
Start Entity:     The Handmaid's Tale
Gold Answer:      [['The First Deadly Sin', 'Dunston Checks In', 'The Towering Inferno', 'The Twilight of the Golds', 'Eyes of Laura Mars', 'Past Midnight', 'The Champ', "She's Having a Baby", 'Haunted', 'Handsome Harry', 'The Comfort of Strangers', 'Little Big Man', 'Chinatown', 'Stakeout', 'Racing with the Moon', 'Network', 'Barfly', 'Bonnie and Clyde', 'Arizona Dream', 'Supergirl', 'Unknown', 'Dark Matter', 'Legends of the Fall', 'Wings of Courage', 'The Mission', 'Maid in Manhattan', 'Three Days of the Condor', 'Scorchers', 'Lovesick', 'The Favor', 'Reckless', 'Patty Hearst', 'Blink', 'Blow Dry', 'The Parent Trap', 'At Play in the Fields of the Lord', 'The Assignment', 'Commandments', 'Burning Secret', 'The Bedroom Window', 'Cheerful Weather for the Wedding', 'Return to Sender', 'Miracle Run', 'A Shock to the System', "Widows' Peak", 'Oklahoma Crude', 'The Playboys', 'Midnight Crossing', 'The Greening of Whitney Brown', 'Albino Alligator', 'The Thomas Crown Affair', 'Mommie Dearest', 'Gothic', 'The Arrangement', 'Asylum', 'Nell']]
Predicted Ans:    Widows' Peak
Predicted Path:   The Handmaid's Tale --[starred_actors]--> Natasha Richardson --[(INV) starred_actors]--> Widows' Peak
Path (Raw):       The Handmaid's Tale --[starred_actors]--> Natasha Richardson --[No Operation]--> Natasha Richardson --[(INV) starred_actors]--> Widows' Peak
Neg LogProb(↓):   1.619765
Path Entropy(↓):  2.532201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in ski patrol
Start Entity:     Ski Patrol
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ski Patrol --[starred_actors]--> Roger Rose --[(INV) starred_actors]--> Love Bites --[has_genre]--> Comedy
Path (Raw):       Ski Patrol --[starred_actors]--> Roger Rose --[(INV) starred_actors]--> Love Bites --[has_genre]--> Comedy
Neg LogProb(↓):   0.002151
Path Entropy(↓):  0.016005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by anna sten were in which genres
Start Entity:     Anna Sten
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Anna Sten --[(INV) starred_actors]--> The Wedding Night --[has_genre]--> Drama
Path (Raw):       Anna Sten --[No Operation]--> Anna Sten --[(INV) starred_actors]--> The Wedding Night --[has_genre]--> Drama
Neg LogProb(↓):   0.000199
Path Entropy(↓):  0.001894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by ken sanzel
Start Entity:     Ken Sanzel
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Ken Sanzel --[(INV) written_by]--> The Replacement Killers --[release_year]--> 1998
Path (Raw):       Ken Sanzel --[No Operation]--> Ken Sanzel --[(INV) written_by]--> The Replacement Killers --[release_year]--> 1998
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did stephen elliott direct
Start Entity:     Stephen Elliott
Gold Answer:      [['About Cherry']]
Predicted Ans:    About Cherry
Predicted Path:   Stephen Elliott --[(INV) directed_by]--> About Cherry --[directed_by]--> Stephen Elliott --[(INV) directed_by]--> About Cherry
Path (Raw):       Stephen Elliott --[(INV) directed_by]--> About Cherry --[directed_by]--> Stephen Elliott --[(INV) directed_by]--> About Cherry
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in on the town
Start Entity:     On the Town
Gold Answer:      [['Music', 'Documentary', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    War
Predicted Path:   On the Town --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Von Ryan's Express --[has_genre]--> War
Path (Raw):       On the Town --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Von Ryan's Express --[has_genre]--> War
Neg LogProb(↓):   1.336278
Path Entropy(↓):  2.720240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the thunder bay director
Start Entity:     Thunder Bay
Gold Answer:      [['Norwegian']]
Predicted Ans:    anthony mann
Predicted Path:   Thunder Bay --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_tags]--> anthony mann
Path (Raw):       Thunder Bay --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_tags]--> anthony mann
Neg LogProb(↓):   0.652654
Path Entropy(↓):  1.323730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies directed by eric valli
Start Entity:     Eric Valli
Gold Answer:      [['Tibetan']]
Predicted Ans:    Tibetan
Predicted Path:   Eric Valli --[(INV) directed_by]--> Himalaya --[in_language]--> Tibetan
Path (Raw):       Eric Valli --[No Operation]--> Eric Valli --[(INV) directed_by]--> Himalaya --[in_language]--> Tibetan
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in kick - ass 2
Start Entity:     Kick-Ass 2
Gold Answer:      [['1976', '2010', '2014', '2011', '1952', '2013']]
Predicted Ans:    2014
Predicted Path:   Kick-Ass 2 --[starred_actors]--> Chloë Grace Moretz --[(INV) starred_actors]--> Clouds of Sils Maria --[release_year]--> 2014
Path (Raw):       Kick-Ass 2 --[starred_actors]--> Chloë Grace Moretz --[(INV) starred_actors]--> Clouds of Sils Maria --[release_year]--> 2014
Neg LogProb(↓):   0.130074
Path Entropy(↓):  0.464749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of because of winn - dixie was who
Start Entity:     Because of Winn-Dixie
Gold Answer:      [['Wayne Wang']]
Predicted Ans:    Wayne Wang
Predicted Path:   Because of Winn-Dixie --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Chinese Box --[directed_by]--> Wayne Wang
Path (Raw):       Because of Winn-Dixie --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Chinese Box --[directed_by]--> Wayne Wang
Neg LogProb(↓):   0.309281
Path Entropy(↓):  0.815446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe johnny handsome in a few words
Start Entity:     Johnny Handsome
Gold Answer:      [['morgan freeman']]
Predicted Ans:    walter matthau
Predicted Path:   Johnny Handsome --[written_by]--> John Godey --[(INV) written_by]--> The Taking of Pelham One Two Three --[has_tags]--> walter matthau
Path (Raw):       Johnny Handsome --[written_by]--> John Godey --[(INV) written_by]--> The Taking of Pelham One Two Three --[has_tags]--> walter matthau
Neg LogProb(↓):   0.000380
Path Entropy(↓):  0.003657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movie did washington irving write the story for
Start Entity:     Washington Irving
Gold Answer:      [['The Adventures of Ichabod and Mr. Toad', 'Sleepy Hollow']]
Predicted Ans:    Sleepy Hollow
Predicted Path:   Washington Irving --[(INV) written_by]--> Sleepy Hollow --[written_by]--> Kevin Yagher --[(INV) written_by]--> Sleepy Hollow
Path (Raw):       Washington Irving --[(INV) written_by]--> Sleepy Hollow --[written_by]--> Kevin Yagher --[(INV) written_by]--> Sleepy Hollow
Neg LogProb(↓):   0.018788
Path Entropy(↓):  0.092864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in be kind rewind
Start Entity:     Be Kind Rewind
Gold Answer:      [['Danny Glover', 'Jack Black', 'Mia Farrow']]
Predicted Ans:    Mia Farrow
Predicted Path:   Be Kind Rewind --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Be Kind Rewind --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.182813
Path Entropy(↓):  0.721201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie ronin
Start Entity:     Ronin
Gold Answer:      [['Jon Avnet', 'John Polson', 'Michael Mann', 'Lisa Cholodenko', 'Åke Sandgren', 'Michael Cimino', 'Jonathan Teplitzky', 'Neil Jordan', 'Rodrigo Cortés', 'Mark Steven Johnson', 'John McTiernan', 'J. Lee Thompson', 'Tom Dey', 'Chris Nahon', 'James Mangold', 'Martin Scorsese', 'Robert De Niro', 'Jerry Zaks', 'Bob Rafelson', 'Barry Levinson', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Hans Petter Moland', 'Jon Turteltaub', 'Neil Burger', 'Jules Dassin', 'Phyllida Lloyd', 'Joel Schumacher', 'Bernardo Bertolucci', 'Steven Soderbergh', 'Hans Alfredson', 'Ulu Grosbard', 'Justin Zackham', 'Cédric Kahn', 'Michael Radford', 'Gareth Edwards', 'Gary McKendry', 'Paul Weitz', 'Luc Besson', 'David O. Russell', 'Harald Zwart', 'Ron Howard', 'Kenneth Branagh', 'Roland Emmerich', 'Andrei Tarkovsky', 'Penny Marshall', 'Michael Curtiz', 'Alan Parker', 'Gus Van Sant', 'Marleen Gorris', 'Danièle Thompson', 'Sergio Leone', 'David Bowers', 'John D. Hancock', 'Sam Miller', 'Sam Fell', 'John McNaughton', 'Martin Brest', 'Peter Segal', 'Frank Oz', 'Norman Jewison', 'Zafar Hai', 'Paul Morrissey', 'John Curran', 'Brian De Palma', 'Elia Kazan', 'Nimród Antal', 'Kirk Jones', 'Roland Joffé', 'Kjell Grede', 'Daniel Sackheim', 'Blake Edwards', 'Tony Scott', 'István Szabó', 'Ettore Scola', 'Gérard Krawczyk', 'Terry Gilliam', 'Jay Roach', 'Peter Weir', 'Harold Ramis', 'Johnnie To', 'Saul Metzstein', 'Robert Rodriguez', 'Irwin Winkler', 'David Grovic']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Ronin --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Ronin --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   1.041592
Path Entropy(↓):  2.509387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for lockout
Start Entity:     Lockout
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Lockout --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Lockout --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.685434
Path Entropy(↓):  3.106688
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of dressed to kill also wrote movies
Start Entity:     Dressed to Kill
Gold Answer:      [['Sisters', 'The Wedding Party', 'Greetings', 'Raising Cain', 'Body Double', 'Obsession', 'Snake Eyes', 'Phantom of the Paradise', 'Passion', 'Hi, Mom!', 'Blow Out', 'Femme Fatale', 'Redacted']]
Predicted Ans:    Femme Fatale
Predicted Path:   Dressed to Kill --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale
Path (Raw):       Dressed to Kill --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[No Operation]--> Femme Fatale
Neg LogProb(↓):   0.825144
Path Entropy(↓):  1.228801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor sarah kazemy appeared in the same movie with who
Start Entity:     Sarah Kazemy
Gold Answer:      [['Reza Sixo Safai', 'Nikohl Boosheri']]
Predicted Ans:    Nikohl Boosheri
Predicted Path:   Sarah Kazemy --[(INV) starred_actors]--> Circumstance --[starred_actors]--> Nikohl Boosheri
Path (Raw):       Sarah Kazemy --[No Operation]--> Sarah Kazemy --[(INV) starred_actors]--> Circumstance --[starred_actors]--> Nikohl Boosheri
Neg LogProb(↓):   0.352493
Path Entropy(↓):  0.612773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by krzysztof kieslowski starred who
Start Entity:     Krzysztof Kieslowski
Gold Answer:      [['Franciszek Pieczka']]
Predicted Ans:    Franciszek Pieczka
Predicted Path:   Krzysztof Kieslowski --[(INV) written_by]--> The Scar --[starred_actors]--> Franciszek Pieczka
Path (Raw):       Krzysztof Kieslowski --[No Operation]--> Krzysztof Kieslowski --[(INV) written_by]--> The Scar --[starred_actors]--> Franciszek Pieczka
Neg LogProb(↓):   0.000375
Path Entropy(↓):  0.003336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by gianna jun released
Start Entity:     Gianna Jun
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Gianna Jun --[(INV) starred_actors]--> Snow Flower and the Secret Fan --[release_year]--> 2011
Path (Raw):       Gianna Jun --[No Operation]--> Gianna Jun --[(INV) starred_actors]--> Snow Flower and the Secret Fan --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie dumb and dumber to were released in which years
Start Entity:     Dumb and Dumber To
Gold Answer:      [['1972', '1999', '2007']]
Predicted Ans:    2007
Predicted Path:   Dumb and Dumber To --[written_by]--> Peter Farrelly --[(INV) written_by]--> The Heartbreak Kid --[release_year]--> 2007
Path (Raw):       Dumb and Dumber To --[written_by]--> Peter Farrelly --[(INV) written_by]--> The Heartbreak Kid --[release_year]--> 2007
Neg LogProb(↓):   0.844907
Path Entropy(↓):  1.403826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by jonathan king
Start Entity:     Jonathan King
Gold Answer:      [['Christine Ebersole', 'David Spade', 'Tim Matheson', 'Chris Farley']]
Predicted Ans:    Christine Ebersole
Predicted Path:   Jonathan King --[(INV) directed_by]--> Black Sheep --[starred_actors]--> Christine Ebersole
Path (Raw):       Jonathan King --[No Operation]--> Jonathan King --[(INV) directed_by]--> Black Sheep --[starred_actors]--> Christine Ebersole
Neg LogProb(↓):   0.767924
Path Entropy(↓):  0.974050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of peter gaulke written movies
Start Entity:     Peter Gaulke
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Peter Gaulke --[(INV) written_by]--> Say It Isn't So --[release_year]--> 2001
Path (Raw):       Peter Gaulke --[No Operation]--> Peter Gaulke --[(INV) written_by]--> Say It Isn't So --[release_year]--> 2001
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the southerner fall under
Start Entity:     The Southerner
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Southerner --[written_by]--> Jean Renoir --[(INV) written_by]--> The Lower Depths --[has_genre]--> Drama
Path (Raw):       The Southerner --[written_by]--> Jean Renoir --[(INV) written_by]--> The Lower Depths --[has_genre]--> Drama
Neg LogProb(↓):   0.088449
Path Entropy(↓):  0.375301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ray liotta were released in which years
Start Entity:     Ray Liotta
Gold Answer:      [['2008', '2003', '1992', '2006', '1998', '2009', '2010', '1994', '1995', '2001', '1990', '1989', '1996', '2012', '2011', '1988', '2000', '1997', '2005', '1999']]
Predicted Ans:    2012
Predicted Path:   Ray Liotta --[(INV) starred_actors]--> The Iceman --[release_year]--> 2012
Path (Raw):       Ray Liotta --[No Operation]--> Ray Liotta --[(INV) starred_actors]--> The Iceman --[release_year]--> 2012
Neg LogProb(↓):   1.010973
Path Entropy(↓):  2.370809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of mermaids
Start Entity:     Mermaids
Gold Answer:      [['The Secret Agent', 'Don Quixote', 'The Long Good Friday', 'The Last Word', 'Hollywoodland', 'Will', 'Shattered', 'Moonstruck', 'Mr. Deeds', "Felicia's Journey", 'Faithful', 'The Crucible', 'Mask', 'Unleashed', 'The Inner Circle', 'The Sleeping Dictionary', 'The Dilemma', 'Go Go Tales', 'The Iceman', 'Autumn in New York', 'The Witches of Eastwick', 'Heathers', 'Super Mario Bros.', 'Mona Lisa', 'Heart Condition', 'Who Framed Roger Rabbit', 'Welcome Home, Roxy Carmichael', 'Reality Bites', 'Hook', 'Boys', 'Stay Cool', 'A Prayer for the Dying', 'Inserts', 'Michael', 'Burlesque', 'Edward Scissorhands', 'Sweet Liberty', 'Little Women', 'The Age of Innocence', 'The Letter', 'Lost Souls', 'Mrs Henderson Presents', 'The Lonely Passion of Judith Hearne', 'Suspect', 'Girl, Interrupted']]
Predicted Ans:    The Sleeping Dictionary
Predicted Path:   Mermaids --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary
Path (Raw):       Mermaids --[starred_actors]--> Bob Hoskins --[No Operation]--> Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary
Neg LogProb(↓):   0.982079
Path Entropy(↓):  1.422589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor michael clarke duncan is a co - star of who
Start Entity:     Michael Clarke Duncan
Gold Answer:      [['Bonnie Hunt', 'Bruce Willis', 'David Morse', 'Mark Wahlberg', 'Maurice Evans', 'Tim Roth', 'Tom Hanks', 'Matthew Perry', 'Charlton Heston', 'Colin Farrell', 'Ben Affleck', 'Jennifer Garner', 'Roddy McDowall', 'Kim Hunter', 'Mischa Barton', 'Devon Sawa', 'Kelly Hu', 'Helena Bonham Carter']]
Predicted Ans:    Roddy McDowall
Predicted Path:   Michael Clarke Duncan --[(INV) starred_actors]--> Planet of the Apes --[starred_actors]--> Roddy McDowall
Path (Raw):       Michael Clarke Duncan --[No Operation]--> Michael Clarke Duncan --[(INV) starred_actors]--> Planet of the Apes --[starred_actors]--> Roddy McDowall
Neg LogProb(↓):   0.373726
Path Entropy(↓):  0.915919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was matt bondurant a writer on
Start Entity:     Matt Bondurant
Gold Answer:      [['Lawless']]
Predicted Ans:    Lawless
Predicted Path:   Matt Bondurant --[(INV) written_by]--> Lawless --[written_by]--> Matt Bondurant --[(INV) written_by]--> Lawless
Path (Raw):       Matt Bondurant --[(INV) written_by]--> Lawless --[written_by]--> Matt Bondurant --[(INV) written_by]--> Lawless
Neg LogProb(↓):   0.000737
Path Entropy(↓):  0.006050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film bright young things
Start Entity:     Bright Young Things
Gold Answer:      [['Evelyn Waugh', 'Stephen Fry']]
Predicted Ans:    Stephen Fry
Predicted Path:   Bright Young Things --[written_by]--> Stephen Fry --[(INV) written_by]--> Bright Young Things --[written_by]--> Stephen Fry
Path (Raw):       Bright Young Things --[written_by]--> Stephen Fry --[(INV) written_by]--> Bright Young Things --[written_by]--> Stephen Fry
Neg LogProb(↓):   0.062180
Path Entropy(↓):  0.258648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of top hat
Start Entity:     Top Hat
Gold Answer:      [['The Gay Divorcee', 'Skylark', 'So Proudly We Hail!', 'A Woman Rebels', 'Follow the Fleet', 'Holiday Inn', 'Blue Skies']]
Predicted Ans:    Follow the Fleet
Predicted Path:   Top Hat --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet
Path (Raw):       Top Hat --[No Operation]--> Top Hat --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet
Neg LogProb(↓):   0.461731
Path Entropy(↓):  1.111889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of the innkeepers
Start Entity:     The Innkeepers
Gold Answer:      [['Ti West']]
Predicted Ans:    Ti West
Predicted Path:   The Innkeepers --[directed_by]--> Ti West --[(INV) directed_by]--> The House of the Devil --[directed_by]--> Ti West
Path (Raw):       The Innkeepers --[directed_by]--> Ti West --[(INV) directed_by]--> The House of the Devil --[directed_by]--> Ti West
Neg LogProb(↓):   0.579767
Path Entropy(↓):  0.686066
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed slim susie
Start Entity:     Slim Susie
Gold Answer:      [['Ulf Malmros']]
Predicted Ans:    Ulf Malmros
Predicted Path:   Slim Susie --[directed_by]--> Ulf Malmros --[(INV) directed_by]--> Slim Susie --[directed_by]--> Ulf Malmros
Path (Raw):       Slim Susie --[directed_by]--> Ulf Malmros --[(INV) directed_by]--> Slim Susie --[directed_by]--> Ulf Malmros
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by edward poor montgomery starred who
Start Entity:     Edward Poor Montgomery
Gold Answer:      [['Ann Harding', 'William Powell']]
Predicted Ans:    William Powell
Predicted Path:   Edward Poor Montgomery --[(INV) written_by]--> Double Harness --[starred_actors]--> William Powell
Path (Raw):       Edward Poor Montgomery --[No Operation]--> Edward Poor Montgomery --[(INV) written_by]--> Double Harness --[starred_actors]--> William Powell
Neg LogProb(↓):   0.000267
Path Entropy(↓):  0.002467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the boys in the band also directed which films
Start Entity:     The Boys in the Band
Gold Answer:      [['12 Angry Men', 'Rules of Engagement', 'Bug', "The Night They Raided Minsky's", 'The French Connection', 'Blue Chips', 'To Live and Die in L.A.', 'The Guardian', 'Cruising', "The Brink's Job", 'Deal of the Century', 'The Exorcist', 'Sorcerer', 'Jade', 'The Hunted', 'Rampage', 'Killer Joe']]
Predicted Ans:    Rampage
Predicted Path:   The Boys in the Band --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage
Path (Raw):       The Boys in the Band --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage --[No Operation]--> Rampage
Neg LogProb(↓):   0.891276
Path Entropy(↓):  1.785203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by rowland v. lee
Start Entity:     Rowland V. Lee
Gold Answer:      [['1954', '1934', '2002', '1933']]
Predicted Ans:    1954
Predicted Path:   Rowland V. Lee --[(INV) written_by]--> The Count of Monte Cristo --[release_year]--> 1954
Path (Raw):       Rowland V. Lee --[No Operation]--> Rowland V. Lee --[(INV) written_by]--> The Count of Monte Cristo --[release_year]--> 1954
Neg LogProb(↓):   0.910589
Path Entropy(↓):  1.471033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by divine trash actors
Start Entity:     Divine Trash
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Divine Trash --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[has_genre]--> Documentary
Path (Raw):       Divine Trash --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[has_genre]--> Documentary
Neg LogProb(↓):   0.129052
Path Entropy(↓):  0.369055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in caddyshack ii
Start Entity:     Caddyshack II
Gold Answer:      [['English']]
Predicted Ans:    Joan Crawford
Predicted Path:   Caddyshack II --[starred_actors]--> Robert Stack --[(INV) starred_actors]--> The Caretakers --[starred_actors]--> Joan Crawford
Path (Raw):       Caddyshack II --[starred_actors]--> Robert Stack --[(INV) starred_actors]--> The Caretakers --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.333912
Path Entropy(↓):  0.850637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with the wayward bus fall under
Start Entity:     The Wayward Bus
Gold Answer:      [['Romance', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Biography
Predicted Path:   The Wayward Bus --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> The Pride of St. Louis --[has_genre]--> Biography
Path (Raw):       The Wayward Bus --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> The Pride of St. Louis --[has_genre]--> Biography
Neg LogProb(↓):   0.213957
Path Entropy(↓):  0.741044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in all is bright
Start Entity:     All Is Bright
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   All Is Bright --[starred_actors]--> Sally Hawkins --[(INV) starred_actors]--> Persuasion --[in_language]--> English
Path (Raw):       All Is Bright --[starred_actors]--> Sally Hawkins --[(INV) starred_actors]--> Persuasion --[in_language]--> English
Neg LogProb(↓):   0.060997
Path Entropy(↓):  0.234438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by mitsuo iwata were in which genres
Start Entity:     Mitsuo Iwata
Gold Answer:      [['Animation', 'Action']]
Predicted Ans:    Action
Predicted Path:   Mitsuo Iwata --[(INV) starred_actors]--> Akira --[has_genre]--> Action
Path (Raw):       Mitsuo Iwata --[No Operation]--> Mitsuo Iwata --[(INV) starred_actors]--> Akira --[has_genre]--> Action
Neg LogProb(↓):   0.047430
Path Entropy(↓):  0.187543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about jennifer lawrence
Start Entity:     jennifer lawrence
Gold Answer:      [['Silver Linings Playbook', 'American Hustle', 'The Poker House', 'The Hunger Games', "Winter's Bone", 'House at the End of the Street']]
Predicted Ans:    The Poker House
Predicted Path:   jennifer lawrence --[(INV) has_tags]--> The Poker House --[has_tags]--> jennifer lawrence --[(INV) has_tags]--> The Poker House
Path (Raw):       jennifer lawrence --[(INV) has_tags]--> The Poker House --[has_tags]--> jennifer lawrence --[(INV) has_tags]--> The Poker House
Neg LogProb(↓):   0.695510
Path Entropy(↓):  1.420577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the naked kiss
Start Entity:     The Naked Kiss
Gold Answer:      [['War', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Naked Kiss --[starred_actors]--> Anthony Eisley --[(INV) starred_actors]--> The Doll Squad --[has_genre]--> Action
Path (Raw):       The Naked Kiss --[starred_actors]--> Anthony Eisley --[(INV) starred_actors]--> The Doll Squad --[has_genre]--> Action
Neg LogProb(↓):   0.000428
Path Entropy(↓):  0.003881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie fever
Start Entity:     Fever
Gold Answer:      [['Alex Winter']]
Predicted Ans:    Alex Winter
Predicted Path:   Fever --[written_by]--> Alex Winter --[(INV) written_by]--> Fever --[written_by]--> Alex Winter
Path (Raw):       Fever --[written_by]--> Alex Winter --[(INV) written_by]--> Fever --[written_by]--> Alex Winter
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001402
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with eichmann in
Start Entity:     Eichmann
Gold Answer:      [['English']]
Predicted Ans:    effects
Predicted Path:   Eichmann --[starred_actors]--> Troy Garity --[(INV) starred_actors]--> Sunshine --[has_tags]--> effects
Path (Raw):       Eichmann --[starred_actors]--> Troy Garity --[(INV) starred_actors]--> Sunshine --[has_tags]--> effects
Neg LogProb(↓):   1.067752
Path Entropy(↓):  1.136788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed the maiden heist
Start Entity:     The Maiden Heist
Gold Answer:      [['Chevy Chase', 'Jennifer Love Hewitt', 'Jonathan Taylor Thomas', 'Brad Renfro', 'Courteney Cox', 'Spencer Breslin', 'Breckin Meyer', 'Tim Allen', 'Bill Murray']]
Predicted Ans:    Brad Renfro
Predicted Path:   The Maiden Heist --[directed_by]--> Peter Hewitt --[(INV) directed_by]--> Tom and Huck --[starred_actors]--> Brad Renfro
Path (Raw):       The Maiden Heist --[directed_by]--> Peter Hewitt --[(INV) directed_by]--> Tom and Huck --[starred_actors]--> Brad Renfro
Neg LogProb(↓):   0.971534
Path Entropy(↓):  1.394730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of pauly shore is dead
Start Entity:     Pauly Shore Is Dead
Gold Answer:      [['Adopted']]
Predicted Ans:    Pauly Shore Is Dead
Predicted Path:   Pauly Shore Is Dead --[directed_by]--> Pauly Shore --[(INV) directed_by]--> Pauly Shore Is Dead
Path (Raw):       Pauly Shore Is Dead --[No Operation]--> Pauly Shore Is Dead --[directed_by]--> Pauly Shore --[(INV) directed_by]--> Pauly Shore Is Dead
Neg LogProb(↓):   0.382933
Path Entropy(↓):  0.758141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in a night to remember
Start Entity:     A Night to Remember
Gold Answer:      [['Cecil B. DeMille', 'Tay Garnett', 'George Amy', 'William A. Wellman', 'Richard Quine', 'Roy Del Ruth', 'Frank Borzage', 'Henry Koster', 'Ken Annakin', 'Nicholas Ray', 'George Fitzmaurice', 'Frank Capra', 'Luchino Visconti', 'Allan Dwan', 'Alexander Hall', 'Lowell Sherman', 'H.C. Potter', 'Alexander Korda', 'Orson Welles', 'Rowland V. Lee', 'Norman Z. McLeod', 'Mark Sandrich', 'Stuart Heisler']]
Predicted Ans:    Stuart Heisler
Predicted Path:   A Night to Remember --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[directed_by]--> Stuart Heisler
Path (Raw):       A Night to Remember --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[directed_by]--> Stuart Heisler
Neg LogProb(↓):   0.461457
Path Entropy(↓):  1.347515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie harmontown released
Start Entity:     Harmontown
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Harmontown --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Harmontown --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   3.004333
Path Entropy(↓):  4.403316
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with marat / sade fall under
Start Entity:     Marat/Sade
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Marat/Sade --[starred_actors]--> Ian Richardson --[(INV) starred_actors]--> M. Butterfly --[has_genre]--> Drama
Path (Raw):       Marat/Sade --[starred_actors]--> Ian Richardson --[(INV) starred_actors]--> M. Butterfly --[has_genre]--> Drama
Neg LogProb(↓):   0.297506
Path Entropy(↓):  0.586529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie valentino were released in which years
Start Entity:     Valentino
Gold Answer:      [['1988', '1980', '1970', '1975', '1972', '1971', '1991', '1969', '1967', '1986', '1974', '1984']]
Predicted Ans:    1969
Predicted Path:   Valentino --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[release_year]--> 1969
Path (Raw):       Valentino --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[release_year]--> 1969
Neg LogProb(↓):   0.777933
Path Entropy(↓):  1.569421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by guns at batasi actors
Start Entity:     Guns at Batasi
Gold Answer:      [['Michael Almereyda', 'Lew Wallace', 'James P. Cavanagh', 'Frank Harvey', 'Alan Hackney', 'Boris Pasternak', 'John Boulting', 'John Prebble', 'John Boland', 'Janet Green', 'Franco Zeffirelli', 'Casey Robinson', 'Tom Stoppard', 'William Shakespeare', 'Emeric Pressburger', 'Paul Brickhill', 'Kenneth Branagh', 'Pierre Boulle', 'Michael Craig', 'Melchior Lengyel', 'Grigori Kozintsev', 'Cy Endfield', 'Michael Powell', 'Bryan Forbes', 'Edna Ferber', 'Clive Exton', 'Richard Gregson', 'Agatha Christie', 'Hugh Lofting', 'Leslie Bricusse', 'Ludovic Kennedy', 'Jérôme Salle', 'George Seaton', 'Eric Ambler', 'Nicholas Monsarrat', 'Tony Richardson', "Louis L'Amour", 'John McCormick', 'Graham Greene', 'Karl Tunberg', 'Norah Lofts', 'Valentine Davies', 'William Faulkner', 'Rumer Godden', 'Robert Anderson', 'Richard McKenna', 'Bridget Boland', 'John Hughes']]
Predicted Ans:    Cy Endfield
Predicted Path:   Guns at Batasi --[starred_actors]--> Jack Hawkins --[(INV) starred_actors]--> Zulu --[written_by]--> Cy Endfield
Path (Raw):       Guns at Batasi --[starred_actors]--> Jack Hawkins --[(INV) starred_actors]--> Zulu --[written_by]--> Cy Endfield
Neg LogProb(↓):   0.698677
Path Entropy(↓):  1.569884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed bride of the wind
Start Entity:     Bride of the Wind
Gold Answer:      [['1983', '1980', '1997', '2003', '1989', '1991', '2006', '1985', '1999', '1994', '1986']]
Predicted Ans:    2001
Predicted Path:   Bride of the Wind --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Bride of the Wind --[release_year]--> 2001
Path (Raw):       Bride of the Wind --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Bride of the Wind --[release_year]--> 2001
Neg LogProb(↓):   1.430880
Path Entropy(↓):  2.142906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by wesley ruggles in
Start Entity:     Wesley Ruggles
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Wesley Ruggles --[(INV) starred_actors]--> Police --[has_genre]--> Drama
Path (Raw):       Wesley Ruggles --[No Operation]--> Wesley Ruggles --[(INV) starred_actors]--> Police --[has_genre]--> Drama
Neg LogProb(↓):   0.015619
Path Entropy(↓):  0.079963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by nick earls fall under
Start Entity:     Nick Earls
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nick Earls --[(INV) written_by]--> 48 Shades --[has_genre]--> Comedy
Path (Raw):       Nick Earls --[No Operation]--> Nick Earls --[(INV) written_by]--> 48 Shades --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with buddy giovinazzo
Start Entity:     Buddy Giovinazzo
Gold Answer:      [['Richard Stanley', 'David Gregory', 'Douglas Buck', 'Karim Hussain', 'Tom Savini']]
Predicted Ans:    Richard Stanley
Predicted Path:   Buddy Giovinazzo --[(INV) directed_by]--> The Theatre Bizarre --[directed_by]--> Richard Stanley
Path (Raw):       Buddy Giovinazzo --[No Operation]--> Buddy Giovinazzo --[(INV) directed_by]--> The Theatre Bizarre --[directed_by]--> Richard Stanley
Neg LogProb(↓):   0.056613
Path Entropy(↓):  0.275309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by sean paul lockhart
Start Entity:     Sean Paul Lockhart
Gold Answer:      [['Sebastian Gutierrez', 'J.T. Tepnapa', 'Carlos Pedraza']]
Predicted Ans:    Sebastian Gutierrez
Predicted Path:   Sean Paul Lockhart --[(INV) starred_actors]--> Judas Kiss --[written_by]--> Sebastian Gutierrez
Path (Raw):       Sean Paul Lockhart --[No Operation]--> Sean Paul Lockhart --[(INV) starred_actors]--> Judas Kiss --[written_by]--> Sebastian Gutierrez
Neg LogProb(↓):   0.264211
Path Entropy(↓):  0.542093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of shadows in the sun also directed which movies
Start Entity:     Shadows in the Sun
Gold Answer:      [['Crime Spree']]
Predicted Ans:    Crime Spree
Predicted Path:   Shadows in the Sun --[directed_by]--> Brad Mirman --[(INV) directed_by]--> Crime Spree
Path (Raw):       Shadows in the Sun --[directed_by]--> Brad Mirman --[(INV) directed_by]--> Crime Spree --[No Operation]--> Crime Spree
Neg LogProb(↓):   0.690664
Path Entropy(↓):  0.699459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by matthias hoene
Start Entity:     Matthias Hoene
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Matthias Hoene --[(INV) directed_by]--> Cockneys vs Zombies --[has_genre]--> Comedy
Path (Raw):       Matthias Hoene --[No Operation]--> Matthias Hoene --[(INV) directed_by]--> Cockneys vs Zombies --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote class of 1984
Start Entity:     Class of 1984
Gold Answer:      [['Mark L. Lester']]
Predicted Ans:    Mark L. Lester
Predicted Path:   Class of 1984 --[written_by]--> Mark L. Lester --[(INV) written_by]--> Class of 1984 --[directed_by]--> Mark L. Lester
Path (Raw):       Class of 1984 --[written_by]--> Mark L. Lester --[(INV) written_by]--> Class of 1984 --[directed_by]--> Mark L. Lester
Neg LogProb(↓):   0.000088
Path Entropy(↓):  0.000918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of salvador
Start Entity:     Salvador
Gold Answer:      [['Ann Dvorak', 'Karen Morley', 'Osgood Perkins', 'Juliette Lewis', 'Cameron Diaz', 'Arnold Schwarzenegger', 'Tom Cruise', 'Paolo Bonacelli', 'Irene Miracle', 'Mickey Rourke', 'Meg Ryan', 'Tom Sizemore', 'Charlie Sheen', 'Anthony Hopkins', 'Michael Caine', 'James Woods', 'Madonna', 'Willem Dafoe', 'Bo Hopkins', 'Oliver Stone', 'Michelle Pfeiffer', 'Brad Davis', 'Eric Bogosian', 'Blake Lively', 'Dennis Quaid', 'Tom Berenger', 'Powers Boothe', 'Mary Elizabeth Mastrantonio', 'Frank Whaley', 'Rachel Nichols', 'Leslie Hope', 'Val Kilmer', 'Taylor Kitsch', 'Andrea Marcovicci', 'Jeff Bridges', 'Fidel Castro', 'Kyle MacLachlan', 'James Earl Jones', 'Steven Bauer', 'Jonathan Pryce', 'Ron Perlman', 'Joan Allen', 'Ariane', 'Ellen Greene', 'Stephen Lang', 'Rosanna Arquette', 'Ed Harris', 'Woody Harrelson', 'Antonio Banderas', 'Paul Muni', 'Al Pacino', 'John Lone', 'Jason Momoa']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Salvador --[written_by]--> Oliver Stone --[(INV) written_by]--> 8 Million Ways to Die --[starred_actors]--> Jeff Bridges
Path (Raw):       Salvador --[written_by]--> Oliver Stone --[(INV) written_by]--> 8 Million Ways to Die --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.956578
Path Entropy(↓):  2.332336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by carol channing were directed by who
Start Entity:     Carol Channing
Gold Answer:      [['John Howley', 'Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   Carol Channing --[(INV) starred_actors]--> Skidoo --[directed_by]--> Otto Preminger
Path (Raw):       Carol Channing --[No Operation]--> Carol Channing --[(INV) starred_actors]--> Skidoo --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.002456
Path Entropy(↓):  0.017195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in niels arden oplev written films
Start Entity:     Niels Arden Oplev
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Niels Arden Oplev --[(INV) written_by]--> Worlds Apart --[in_language]--> Danish
Path (Raw):       Niels Arden Oplev --[No Operation]--> Niels Arden Oplev --[(INV) written_by]--> Worlds Apart --[in_language]--> Danish
Neg LogProb(↓):   0.117411
Path Entropy(↓):  0.348146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was tremors directed by
Start Entity:     Tremors
Gold Answer:      [['Ron Underwood']]
Predicted Ans:    Ron Underwood
Predicted Path:   Tremors --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Heart and Souls --[directed_by]--> Ron Underwood
Path (Raw):       Tremors --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Heart and Souls --[directed_by]--> Ron Underwood
Neg LogProb(↓):   0.375689
Path Entropy(↓):  0.673491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the tournament fall under
Start Entity:     The Tournament
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Tournament --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Tournament --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.290016
Path Entropy(↓):  2.531543
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie beau geste
Start Entity:     Beau Geste
Gold Answer:      [['Abem Finkel', 'Harry Chandlee', 'Jack Roffey', 'Frank R. Adams', 'Dashiell Hammett', 'Dudley Nichols', 'Claude Anet', 'Robert Hardy Andrews', 'Benjamin Glazer', 'Nora Roberts', 'Owen Wister', 'Claude Binyon', 'Meredith Willson', 'Charles R. Jackson', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Neil H. Swanson', 'Luke Short', 'Ernst Lubitsch', 'Melville Baker', 'Sylvia Thalberg', 'Thomas Mitchell', 'Herman J. Mankiewicz', 'Nunnally Johnson', 'Alan Le May', 'Thelma Strabel', 'Nigel Kneale', 'Borden Chase', 'Sally Robinson', 'Franklin Lacey', 'Ben Hecht', 'Val Guest', 'Jay Simms', 'James Hagan', 'Helen Deutsch', 'Fritz Lang', 'Jonathan Latimer', 'William Wister Haines', 'William R. Laidlaw', 'Glendon Swarthout', 'Clifford Odets', 'Waldemar Young', 'Vincent Lawrence', 'Billy Wilder', 'Charles Brackett', 'Walter Reisch', 'Jacques Théry', 'Adele Comandini', 'Sonya Levien', 'Tom Skeyhill', 'Ayn Rand', 'I.A.L. Diamond', 'Robert Rossen', 'Corydon M. Wassell', 'Frank Butler', 'Will C. Brown', 'Joseph Stefano', 'Abraham Polonsky', 'Kenneth Fearing', 'Walter Noble Burns', 'James Hilton', 'Edwin H. Knopf', 'Lewis Carroll', 'Donald Henderson Clarke', 'Joseph L. Mankiewicz', 'Max Ehrlich', 'Laurence Stallings', 'Grover Jones', 'Charles L. Clifford', 'John Morton', 'Dorothy Macardle', 'Ernest Hemingway', 'Preston Sturges', 'Jo Swerling', 'Niven Busch', 'Samuel Hoffenstein', 'Stuart N. Lake', 'George Froeschel', 'Clarence Budington Kelland', 'Charles Lederer', 'Eleazar Lipsky', 'Edna Ferber', 'Floyd Dell', 'Oliver H.P. Garrett', 'Charles G. Booth', 'Frederick Knott', 'Michael Wilson', 'Robert Riskin', 'S.N. Behrman', 'Vera Caspary', 'Jules Furthman', 'Erich Segal', 'Corey Ford', 'Alastair MacBain', 'Linda Woolverton', 'Philip Dunne', "John O'Hara", 'John Huston', 'Casey Robinson', 'C. Gardner Sullivan', 'John Wexley', 'Bertolt Brecht', 'Edward Childs Carpenter', 'Hammond Innes', 'Carl Foreman', 'Jessamyn West', 'Blake Edwards', 'James Agee', 'Tad Mosel', 'Benno Vigny', 'Paul Gallico', 'Clarence Greene', 'Russell Rouse', 'Achmed Abdullah', 'Leo McCarey', 'John L. Balderston', 'Harold Bell Wright', 'Robert W. Chambers', 'William Slavens McNutt', 'Jay Dratler', 'Karl Tunberg', 'Howard Koch', 'Reginald Rose', 'Lee Frost', 'Wes Bishop', 'Rosamond Marshall', 'Jack Kirkland']]
Predicted Ans:    Frank Butler
Predicted Path:   Beau Geste --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Wake Island --[written_by]--> Frank Butler
Path (Raw):       Beau Geste --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Wake Island --[written_by]--> Frank Butler
Neg LogProb(↓):   1.611481
Path Entropy(↓):  1.996245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by tracy griffith
Start Entity:     Tracy Griffith
Gold Answer:      [['Robert Resnikoff']]
Predicted Ans:    Robert Resnikoff
Predicted Path:   Tracy Griffith --[(INV) starred_actors]--> The First Power --[directed_by]--> Robert Resnikoff
Path (Raw):       Tracy Griffith --[No Operation]--> Tracy Griffith --[(INV) starred_actors]--> The First Power --[directed_by]--> Robert Resnikoff
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by lasse spang olsen
Start Entity:     Lasse Spang Olsen
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Lasse Spang Olsen --[(INV) directed_by]--> In China They Eat Dogs --[in_language]--> Danish
Path (Raw):       Lasse Spang Olsen --[No Operation]--> Lasse Spang Olsen --[(INV) directed_by]--> In China They Eat Dogs --[in_language]--> Danish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by michael richter
Start Entity:     Michael Richter
Gold Answer:      [['Jeremiah Birnbaum']]
Predicted Ans:    Jeremiah Birnbaum
Predicted Path:   Michael Richter --[(INV) written_by]--> Torn --[directed_by]--> Jeremiah Birnbaum
Path (Raw):       Michael Richter --[No Operation]--> Michael Richter --[(INV) written_by]--> Torn --[directed_by]--> Jeremiah Birnbaum
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in serial
Start Entity:     Serial
Gold Answer:      [['Martin Mull', 'Tuesday Weld']]
Predicted Ans:    Tuesday Weld
Predicted Path:   Serial --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Path (Raw):       Serial --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Neg LogProb(↓):   0.226771
Path Entropy(↓):  0.676548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about dreamworks
Start Entity:     dreamworks
Gold Answer:      [['Shark Tale', 'Monsters vs. Aliens', 'Turbo', 'Over the Hedge', 'Antz', 'Madagascar', 'Shrek 2', 'The Prince of Egypt', 'Shrek', 'Chicken Run', 'How to Train Your Dragon', 'Kung Fu Panda', 'Flushed Away', 'The Road to El Dorado', 'Bee Movie', 'Megamind']]
Predicted Ans:    Chicken Run
Predicted Path:   dreamworks --[(INV) has_tags]--> Chicken Run --[has_tags]--> nick park --[(INV) has_tags]--> Chicken Run
Path (Raw):       dreamworks --[(INV) has_tags]--> Chicken Run --[has_tags]--> nick park --[(INV) has_tags]--> Chicken Run
Neg LogProb(↓):   0.470198
Path Entropy(↓):  1.006649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie pillow talk
Start Entity:     Pillow Talk
Gold Answer:      [['1962', '1966', '1950', '1990', '1960', '1951']]
Predicted Ans:    1959
Predicted Path:   Pillow Talk --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Pillow Talk --[release_year]--> 1959
Path (Raw):       Pillow Talk --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Pillow Talk --[release_year]--> 1959
Neg LogProb(↓):   0.501578
Path Entropy(↓):  1.139356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of film is bordertown
Start Entity:     Bordertown
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bordertown --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Bordertown --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.757454
Path Entropy(↓):  5.074721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film strictly ballroom
Start Entity:     Strictly Ballroom
Gold Answer:      [['Baz Luhrmann']]
Predicted Ans:    Baz Luhrmann
Predicted Path:   Strictly Ballroom --[written_by]--> Baz Luhrmann --[(INV) written_by]--> Strictly Ballroom --[written_by]--> Baz Luhrmann
Path (Raw):       Strictly Ballroom --[written_by]--> Baz Luhrmann --[(INV) written_by]--> Strictly Ballroom --[written_by]--> Baz Luhrmann
Neg LogProb(↓):   0.003954
Path Entropy(↓):  0.028035
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did diana rigg act in
Start Entity:     Diana Rigg
Gold Answer:      [["On Her Majesty's Secret Service", 'A Little Night Music', 'Theatre of Blood', 'The Assassination Bureau']]
Predicted Ans:    On Her Majesty's Secret Service
Predicted Path:   Diana Rigg --[(INV) starred_actors]--> On Her Majesty's Secret Service --[starred_actors]--> Diana Rigg --[(INV) starred_actors]--> On Her Majesty's Secret Service
Path (Raw):       Diana Rigg --[(INV) starred_actors]--> On Her Majesty's Secret Service --[starred_actors]--> Diana Rigg --[(INV) starred_actors]--> On Her Majesty's Secret Service
Neg LogProb(↓):   0.000646
Path Entropy(↓):  0.006408
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was aria released
Start Entity:     Aria
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Aria --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Aria --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   2.278575
Path Entropy(↓):  3.831529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was 24 hour party people released
Start Entity:     24 Hour Party People
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   24 Hour Party People --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Path (Raw):       24 Hour Party People --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Neg LogProb(↓):   2.562499
Path Entropy(↓):  4.161218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by daryl wein release
Start Entity:     Daryl Wein
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Daryl Wein --[(INV) starred_actors]--> Breaking Upwards --[release_year]--> 2009
Path (Raw):       Daryl Wein --[No Operation]--> Daryl Wein --[(INV) starred_actors]--> Breaking Upwards --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of mantrap
Start Entity:     Mantrap
Gold Answer:      [['Victor Fleming']]
Predicted Ans:    Victor Fleming
Predicted Path:   Mantrap --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Captains Courageous --[directed_by]--> Victor Fleming
Path (Raw):       Mantrap --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Captains Courageous --[directed_by]--> Victor Fleming
Neg LogProb(↓):   0.704387
Path Entropy(↓):  1.187053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the assassination of richard nixon
Start Entity:     The Assassination of Richard Nixon
Gold Answer:      [['Gary Winick']]
Predicted Ans:    Gary Winick
Predicted Path:   The Assassination of Richard Nixon --[written_by]--> Niels Mueller --[(INV) written_by]--> Tadpole --[directed_by]--> Gary Winick
Path (Raw):       The Assassination of Richard Nixon --[written_by]--> Niels Mueller --[(INV) written_by]--> Tadpole --[directed_by]--> Gary Winick
Neg LogProb(↓):   0.000191
Path Entropy(↓):  0.001830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe last tango in paris
Start Entity:     Last Tango in Paris
Gold Answer:      [['sex', 'erotic', 'bernardo bertolucci', 'paris', 'marlon brando']]
Predicted Ans:    bernardo bertolucci
Predicted Path:   Last Tango in Paris --[has_tags]--> bernardo bertolucci --[(INV) has_tags]--> Besieged --[has_tags]--> bernardo bertolucci
Path (Raw):       Last Tango in Paris --[has_tags]--> bernardo bertolucci --[(INV) has_tags]--> Besieged --[has_tags]--> bernardo bertolucci
Neg LogProb(↓):   0.345661
Path Entropy(↓):  0.882541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote cold turkey
Start Entity:     Cold Turkey
Gold Answer:      [['1968', '1963', '1967']]
Predicted Ans:    1967
Predicted Path:   Cold Turkey --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style --[release_year]--> 1967
Path (Raw):       Cold Turkey --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style --[release_year]--> 1967
Neg LogProb(↓):   0.114375
Path Entropy(↓):  0.399711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor frederic diefenthal is a co - star of who
Start Entity:     Frédéric Diefenthal
Gold Answer:      [['Samy Naceri']]
Predicted Ans:    Samy Naceri
Predicted Path:   Frédéric Diefenthal --[(INV) starred_actors]--> Taxi 4 --[starred_actors]--> Samy Naceri
Path (Raw):       Frédéric Diefenthal --[No Operation]--> Frédéric Diefenthal --[(INV) starred_actors]--> Taxi 4 --[starred_actors]--> Samy Naceri
Neg LogProb(↓):   0.008579
Path Entropy(↓):  0.049190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by james cromwell
Start Entity:     James Cromwell
Gold Answer:      [['Drama', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   James Cromwell --[(INV) starred_actors]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       James Cromwell --[No Operation]--> James Cromwell --[(INV) starred_actors]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   0.034695
Path Entropy(↓):  0.186591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did jon lovitz act in
Start Entity:     Jon Lovitz
Gold Answer:      [['Mom and Dad Save the World', 'Trapped in Paradise', 'My Stepmother Is an Alien', 'High School High', 'Mr. Destiny', 'Good Advice']]
Predicted Ans:    Left Behind
Predicted Path:   Jon Lovitz --[(INV) starred_actors]--> Trapped in Paradise --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Left Behind
Path (Raw):       Jon Lovitz --[(INV) starred_actors]--> Trapped in Paradise --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Left Behind
Neg LogProb(↓):   0.478758
Path Entropy(↓):  1.412899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of jon mikl thor written films
Start Entity:     Jon Mikl Thor
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Jon Mikl Thor --[(INV) written_by]--> Rock 'n' Roll Nightmare --[release_year]--> 1987
Path (Raw):       Jon Mikl Thor --[No Operation]--> Jon Mikl Thor --[(INV) written_by]--> Rock 'n' Roll Nightmare --[release_year]--> 1987
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie how to marry a millionaire, when was it released
Start Entity:     How to Marry a Millionaire
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   How to Marry a Millionaire --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       How to Marry a Millionaire --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   1.933051
Path Entropy(↓):  3.282954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in prefontaine
Start Entity:     Prefontaine
Gold Answer:      [['Jaco Van Dormael', 'Darren Aronofsky', 'Stanley Kubrick', 'Melisa Wallack', 'Craig Borten', 'Jeb Stuart', 'John Hughes', 'Michael Herr', 'Gustav Hasford']]
Predicted Ans:    Gustav Hasford
Predicted Path:   Prefontaine --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Full Metal Jacket --[written_by]--> Gustav Hasford
Path (Raw):       Prefontaine --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Full Metal Jacket --[written_by]--> Gustav Hasford
Neg LogProb(↓):   0.935647
Path Entropy(↓):  1.499174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with james lineberger
Start Entity:     James Lineberger
Gold Answer:      [['Darryl Ponicsan', 'Robert Mark Kamen', 'Devery Freeman']]
Predicted Ans:    Robert Mark Kamen
Predicted Path:   James Lineberger --[(INV) written_by]--> Taps --[written_by]--> Robert Mark Kamen
Path (Raw):       James Lineberger --[No Operation]--> James Lineberger --[(INV) written_by]--> Taps --[written_by]--> Robert Mark Kamen
Neg LogProb(↓):   0.000727
Path Entropy(↓):  0.006256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the stepford wives
Start Entity:     The Stepford Wives
Gold Answer:      [['William Goldman', 'Ira Levin']]
Predicted Ans:    Ira Levin
Predicted Path:   The Stepford Wives --[written_by]--> Ira Levin --[(INV) written_by]--> Rosemary's Baby --[written_by]--> Ira Levin
Path (Raw):       The Stepford Wives --[written_by]--> Ira Levin --[(INV) written_by]--> Rosemary's Baby --[written_by]--> Ira Levin
Neg LogProb(↓):   0.912758
Path Entropy(↓):  1.425102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of raymond st. jacques acted films
Start Entity:     Raymond St. Jacques
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Raymond St. Jacques --[(INV) starred_actors]--> Cotton Comes to Harlem --[release_year]--> 1970
Path (Raw):       Raymond St. Jacques --[No Operation]--> Raymond St. Jacques --[(INV) starred_actors]--> Cotton Comes to Harlem --[release_year]--> 1970
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe persuasion in a few words
Start Entity:     Persuasion
Gold Answer:      [['roger michell', 'jane austen', 'adaptation']]
Predicted Ans:    sea
Predicted Path:   Persuasion --[has_tags]--> sea --[(INV) has_tags]--> Persuasion --[has_tags]--> sea
Path (Raw):       Persuasion --[has_tags]--> sea --[(INV) has_tags]--> Persuasion --[has_tags]--> sea
Neg LogProb(↓):   0.020108
Path Entropy(↓):  0.111063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by anthony barrile
Start Entity:     Anthony Barrile
Gold Answer:      [['Tony Vitale']]
Predicted Ans:    Tony Vitale
Predicted Path:   Anthony Barrile --[(INV) starred_actors]--> Kiss Me, Guido --[directed_by]--> Tony Vitale
Path (Raw):       Anthony Barrile --[No Operation]--> Anthony Barrile --[(INV) starred_actors]--> Kiss Me, Guido --[directed_by]--> Tony Vitale
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of basquiat
Start Entity:     Basquiat
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Basquiat --[written_by]--> Julian Schnabel --[(INV) written_by]--> Before Night Falls --[release_year]--> 2000
Path (Raw):       Basquiat --[written_by]--> Julian Schnabel --[(INV) written_by]--> Before Night Falls --[release_year]--> 2000
Neg LogProb(↓):   0.441830
Path Entropy(↓):  0.651755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of stone cold also starred in which movies
Start Entity:     Stone Cold
Gold Answer:      [['Back in Business']]
Predicted Ans:    Stone Cold
Predicted Path:   Stone Cold --[starred_actors]--> Brian Bosworth --[(INV) starred_actors]--> Stone Cold
Path (Raw):       Stone Cold --[No Operation]--> Stone Cold --[starred_actors]--> Brian Bosworth --[(INV) starred_actors]--> Stone Cold
Neg LogProb(↓):   0.009870
Path Entropy(↓):  0.061979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies written by burt cole
Start Entity:     Burt Cole
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Burt Cole --[(INV) written_by]--> The Bobo --[has_genre]--> Comedy
Path (Raw):       Burt Cole --[No Operation]--> Burt Cole --[(INV) written_by]--> The Bobo --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did c. aubrey smith act in
Start Entity:     C. Aubrey Smith
Gold Answer:      [['The Hurricane', 'Beyond Tomorrow', 'The Four Feathers', 'Just a Gigolo', 'The Gilded Lily', 'The Prisoner of Zenda', 'Tarzan the Ape Man']]
Predicted Ans:    The Gilded Lily
Predicted Path:   C. Aubrey Smith --[(INV) starred_actors]--> The Gilded Lily --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily
Path (Raw):       C. Aubrey Smith --[(INV) starred_actors]--> The Gilded Lily --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily
Neg LogProb(↓):   0.487267
Path Entropy(↓):  1.381109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with dylan mcdermott
Start Entity:     Dylan McDermott
Gold Answer:      [['John Corbett', 'Richard Attenborough', 'Clint Eastwood', 'Tom Sizemore', 'Gerard Butler', 'Bill Paxton', 'Aaron Eckhart', 'Birgitte Hjort Sørensen', 'Helen Hunt', 'Finley Jacobsen', 'Penelope Ann Miller', 'Neve Campbell', 'John Malkovich', 'Elizabeth Perkins', 'Suzy Amis', 'Sharon Stone', 'Peter Facinelli', 'Harry Dean Stanton', 'Melanie Griffith', 'John Payne', 'Kristen Stewart', 'Crispin Glover', 'Edmund Gwenn', 'Rene Russo', 'Matthew Perry', 'Antonio Banderas', "Maureen O'Hara", 'Oliver Platt']]
Predicted Ans:    Maureen O'Hara
Predicted Path:   Dylan McDermott --[(INV) starred_actors]--> Miracle on 34th Street --[starred_actors]--> Maureen O'Hara
Path (Raw):       Dylan McDermott --[No Operation]--> Dylan McDermott --[(INV) starred_actors]--> Miracle on 34th Street --[starred_actors]--> Maureen O'Hara
Neg LogProb(↓):   0.156746
Path Entropy(↓):  0.521640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does alan van sprang act in
Start Entity:     Alan Van Sprang
Gold Answer:      [['Survival of the Dead']]
Predicted Ans:    Survival of the Dead
Predicted Path:   Alan Van Sprang --[(INV) starred_actors]--> Survival of the Dead --[starred_actors]--> Alan Van Sprang --[(INV) starred_actors]--> Survival of the Dead
Path (Raw):       Alan Van Sprang --[(INV) starred_actors]--> Survival of the Dead --[starred_actors]--> Alan Van Sprang --[(INV) starred_actors]--> Survival of the Dead
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie days of glory
Start Entity:     Days of Glory
Gold Answer:      [['Jamel Debbouze', 'Roschdy Zem', 'Samy Naceri', 'Sami Bouajila']]
Predicted Ans:    Tamara Toumanova
Predicted Path:   Days of Glory --[starred_actors]--> Tamara Toumanova --[(INV) starred_actors]--> Days of Glory --[starred_actors]--> Tamara Toumanova
Path (Raw):       Days of Glory --[starred_actors]--> Tamara Toumanova --[(INV) starred_actors]--> Days of Glory --[starred_actors]--> Tamara Toumanova
Neg LogProb(↓):   0.140025
Path Entropy(↓):  0.505243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of captain newman, m. d. starred who
Start Entity:     Captain Newman, M.D.
Gold Answer:      [['Groucho Marx', 'Frank Sinatra', 'Jane Russell']]
Predicted Ans:    Jane Russell
Predicted Path:   Captain Newman, M.D. --[written_by]--> Leo Rosten --[(INV) written_by]--> Double Dynamite --[starred_actors]--> Jane Russell
Path (Raw):       Captain Newman, M.D. --[written_by]--> Leo Rosten --[(INV) written_by]--> Double Dynamite --[starred_actors]--> Jane Russell
Neg LogProb(↓):   0.246295
Path Entropy(↓):  0.564024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by marcus raboy release
Start Entity:     Marcus Raboy
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Marcus Raboy --[(INV) directed_by]--> Friday After Next --[release_year]--> 2002
Path (Raw):       Marcus Raboy --[No Operation]--> Marcus Raboy --[(INV) directed_by]--> Friday After Next --[release_year]--> 2002
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the shock doctrine were in which languages
Start Entity:     The Shock Doctrine
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Shock Doctrine --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Path (Raw):       The Shock Doctrine --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Neg LogProb(↓):   0.006929
Path Entropy(↓):  0.044999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of laurence anyways
Start Entity:     Laurence Anyways
Gold Answer:      [['Xavier Dolan']]
Predicted Ans:    Xavier Dolan
Predicted Path:   Laurence Anyways --[directed_by]--> Xavier Dolan --[(INV) directed_by]--> Heartbeats --[starred_actors]--> Xavier Dolan
Path (Raw):       Laurence Anyways --[directed_by]--> Xavier Dolan --[(INV) directed_by]--> Heartbeats --[starred_actors]--> Xavier Dolan
Neg LogProb(↓):   0.263502
Path Entropy(↓):  0.558818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by hall bartlett
Start Entity:     Hall Bartlett
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hall Bartlett --[(INV) written_by]--> The Caretakers --[has_genre]--> Drama
Path (Raw):       Hall Bartlett --[No Operation]--> Hall Bartlett --[(INV) written_by]--> The Caretakers --[has_genre]--> Drama
Neg LogProb(↓):   0.019676
Path Entropy(↓):  0.096034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the gambler
Start Entity:     The Gambler
Gold Answer:      [['Ridley Scott', 'Barry Levinson', 'James Toback', 'William Monahan', 'Pietro Germi', 'Martin Scorsese', 'Uli Edel']]
Predicted Ans:    James Toback
Predicted Path:   The Gambler --[written_by]--> James Toback --[(INV) written_by]--> Exposed --[directed_by]--> James Toback
Path (Raw):       The Gambler --[written_by]--> James Toback --[(INV) written_by]--> Exposed --[directed_by]--> James Toback
Neg LogProb(↓):   1.509349
Path Entropy(↓):  2.172906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by francis picabia were written by who
Start Entity:     Francis Picabia
Gold Answer:      [['René Clair']]
Predicted Ans:    René Clair
Predicted Path:   Francis Picabia --[(INV) starred_actors]--> Entr'acte --[written_by]--> René Clair
Path (Raw):       Francis Picabia --[No Operation]--> Francis Picabia --[(INV) starred_actors]--> Entr'acte --[written_by]--> René Clair
Neg LogProb(↓):   0.075007
Path Entropy(↓):  0.334505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote top secret!
Start Entity:     Top Secret!
Gold Answer:      [['1998', '1980', '2008', '1993', '1991', '2006', '2013', '1977']]
Predicted Ans:    1991
Predicted Path:   Top Secret! --[written_by]--> Jim Abrahams --[(INV) written_by]--> Hot Shots! --[release_year]--> 1991
Path (Raw):       Top Secret! --[written_by]--> Jim Abrahams --[(INV) written_by]--> Hot Shots! --[release_year]--> 1991
Neg LogProb(↓):   0.837511
Path Entropy(↓):  1.617024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by joshua michael stern
Start Entity:     Joshua Michael Stern
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Joshua Michael Stern --[(INV) directed_by]--> Neverwas --[in_language]--> English
Path (Raw):       Joshua Michael Stern --[No Operation]--> Joshua Michael Stern --[(INV) directed_by]--> Neverwas --[in_language]--> English
Neg LogProb(↓):   0.002775
Path Entropy(↓):  0.020035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by ken daurio released
Start Entity:     Ken Daurio
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Ken Daurio --[(INV) written_by]--> Despicable Me 2 --[release_year]--> 2013
Path (Raw):       Ken Daurio --[No Operation]--> Ken Daurio --[(INV) written_by]--> Despicable Me 2 --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the leading man
Start Entity:     The Leading Man
Gold Answer:      [['Dick Christie', 'Naomi Wallace', 'John Duigan']]
Predicted Ans:    John Duigan
Predicted Path:   The Leading Man --[directed_by]--> John Duigan --[(INV) directed_by]--> The Year My Voice Broke --[written_by]--> John Duigan
Path (Raw):       The Leading Man --[directed_by]--> John Duigan --[(INV) directed_by]--> The Year My Voice Broke --[written_by]--> John Duigan
Neg LogProb(↓):   0.680212
Path Entropy(↓):  0.748990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by fielder cook
Start Entity:     Fielder Cook
Gold Answer:      [['Joanne Woodward', 'Everett Sloane', 'Henry Fonda', 'Van Heflin', 'Paul Ford', 'Robin Williams', 'Jason Robards', 'Ed Begley']]
Predicted Ans:    Henry Fonda
Predicted Path:   Fielder Cook --[(INV) directed_by]--> A Big Hand for the Little Lady --[starred_actors]--> Henry Fonda
Path (Raw):       Fielder Cook --[No Operation]--> Fielder Cook --[(INV) directed_by]--> A Big Hand for the Little Lady --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.037158
Path Entropy(↓):  0.169341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie running out of time are written by who
Start Entity:     Running Out of Time
Gold Answer:      [['Robert Bolt', 'Tom Perrotta', 'Jim Taylor', 'Christopher Smith', 'Alexander Payne']]
Predicted Ans:    Jim Taylor
Predicted Path:   Running Out of Time --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[written_by]--> Jim Taylor
Path (Raw):       Running Out of Time --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[written_by]--> Jim Taylor
Neg LogProb(↓):   0.470383
Path Entropy(↓):  0.947789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the pool
Start Entity:     The Pool
Gold Answer:      [['Collapse']]
Predicted Ans:    The Pool
Predicted Path:   The Pool --[directed_by]--> Chris Smith --[(INV) directed_by]--> The Pool
Path (Raw):       The Pool --[No Operation]--> The Pool --[directed_by]--> Chris Smith --[(INV) directed_by]--> The Pool
Neg LogProb(↓):   0.107339
Path Entropy(↓):  0.408983
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share writers with tank fall under
Start Entity:     Tank
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Tank --[written_by]--> Dan Gordon --[(INV) written_by]--> The Assignment --[has_genre]--> Thriller
Path (Raw):       Tank --[written_by]--> Dan Gordon --[(INV) written_by]--> The Assignment --[has_genre]--> Thriller
Neg LogProb(↓):   0.906113
Path Entropy(↓):  0.770283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by renee taylor
Start Entity:     Renée Taylor
Gold Answer:      [['Joseph Bologna']]
Predicted Ans:    Joseph Bologna
Predicted Path:   Renée Taylor --[(INV) directed_by]--> Love Is All There Is --[starred_actors]--> Joseph Bologna
Path (Raw):       Renée Taylor --[No Operation]--> Renée Taylor --[(INV) directed_by]--> Love Is All There Is --[starred_actors]--> Joseph Bologna
Neg LogProb(↓):   0.001808
Path Entropy(↓):  0.013241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote abraham's valley
Start Entity:     Abraham's Valley
Gold Answer:      [['Manoel de Oliveira']]
Predicted Ans:    Manoel de Oliveira
Predicted Path:   Abraham's Valley --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> The Strange Case of Angelica --[written_by]--> Manoel de Oliveira
Path (Raw):       Abraham's Valley --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> The Strange Case of Angelica --[written_by]--> Manoel de Oliveira
Neg LogProb(↓):   0.765182
Path Entropy(↓):  1.168940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jennifer westfeldt act in
Start Entity:     Jennifer Westfeldt
Gold Answer:      [['Kissing Jessica Stein', 'Friends with Kids']]
Predicted Ans:    Friends with Kids
Predicted Path:   Jennifer Westfeldt --[(INV) starred_actors]--> Friends with Kids --[starred_actors]--> Chris O'Dowd --[(INV) starred_actors]--> Friends with Kids
Path (Raw):       Jennifer Westfeldt --[(INV) starred_actors]--> Friends with Kids --[starred_actors]--> Chris O'Dowd --[(INV) starred_actors]--> Friends with Kids
Neg LogProb(↓):   0.006578
Path Entropy(↓):  0.041394
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the effect of gamma rays on man - in - the - moon marigolds
Start Entity:     The Effect of Gamma Rays on Man-in-the-Moon Marigolds
Gold Answer:      [['1963', '1970', '1975', '1971', '1957', '1966', '1960', '1991', '1973', '1961', '1969', '1955', '1958', '1956']]
Predicted Ans:    1966
Predicted Path:   The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[starred_actors]--> Joanne Woodward --[(INV) starred_actors]--> A Fine Madness --[release_year]--> 1966
Path (Raw):       The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[starred_actors]--> Joanne Woodward --[(INV) starred_actors]--> A Fine Madness --[release_year]--> 1966
Neg LogProb(↓):   1.395408
Path Entropy(↓):  2.604335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by delbert mann release
Start Entity:     Delbert Mann
Gold Answer:      [['1962', '1963', '1970', '1964', '1966', '2011', '1982', '1996', '1967', '1979', '1961', '1955', '1958', '1930', '1943']]
Predicted Ans:    1958
Predicted Path:   Delbert Mann --[(INV) directed_by]--> Desire Under the Elms --[release_year]--> 1958
Path (Raw):       Delbert Mann --[No Operation]--> Delbert Mann --[(INV) directed_by]--> Desire Under the Elms --[release_year]--> 1958
Neg LogProb(↓):   0.761690
Path Entropy(↓):  1.377580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by millicent shelton
Start Entity:     Millicent Shelton
Gold Answer:      [['Fredro Starr', 'Melissa De Sousa', 'Malik Yoba']]
Predicted Ans:    Fredro Starr
Predicted Path:   Millicent Shelton --[(INV) written_by]--> Ride --[starred_actors]--> Fredro Starr
Path (Raw):       Millicent Shelton --[No Operation]--> Millicent Shelton --[(INV) written_by]--> Ride --[starred_actors]--> Fredro Starr
Neg LogProb(↓):   0.705408
Path Entropy(↓):  0.878125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by walter pidgeon release
Start Entity:     Walter Pidgeon
Gold Answer:      [['1949', '1948', '1954', '1944', '1951', '1942', '1940', '1938', '1973', '1953', '1961', '1941', '1952', '1956', '1943']]
Predicted Ans:    1941
Predicted Path:   Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Path (Raw):       Walter Pidgeon --[No Operation]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Neg LogProb(↓):   0.989456
Path Entropy(↓):  2.076661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by adam herz
Start Entity:     Adam Herz
Gold Answer:      [['Alyson Hannigan', 'Jason Biggs', 'Chris Klein', 'Thomas Ian Nicholas']]
Predicted Ans:    Thomas Ian Nicholas
Predicted Path:   Adam Herz --[(INV) written_by]--> American Pie --[starred_actors]--> Thomas Ian Nicholas
Path (Raw):       Adam Herz --[No Operation]--> Adam Herz --[(INV) written_by]--> American Pie --[starred_actors]--> Thomas Ian Nicholas
Neg LogProb(↓):   0.012338
Path Entropy(↓):  0.067852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by ben davies
Start Entity:     Ben Davies
Gold Answer:      [['Stephen Kendrick', 'Alex Kendrick']]
Predicted Ans:    Alex Kendrick
Predicted Path:   Ben Davies --[(INV) starred_actors]--> Courageous --[written_by]--> Alex Kendrick
Path (Raw):       Ben Davies --[No Operation]--> Ben Davies --[(INV) starred_actors]--> Courageous --[written_by]--> Alex Kendrick
Neg LogProb(↓):   0.243122
Path Entropy(↓):  0.521578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of elizabethtown
Start Entity:     Elizabethtown
Gold Answer:      [['2000', '2001', '1992', '1989', '1996', '2011']]
Predicted Ans:    2001
Predicted Path:   Elizabethtown --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[release_year]--> 2001
Path (Raw):       Elizabethtown --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[release_year]--> 2001
Neg LogProb(↓):   1.147454
Path Entropy(↓):  1.867496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of pet sematary starred who
Start Entity:     Pet Sematary
Gold Answer:      [['Lori Heuring', 'Matthew Settle', 'Jon DeVries', 'Susan Ward', 'Tiffany', 'Adrian Pasdar', 'Kelly McGillis', 'Debbie Gibson']]
Predicted Ans:    Denise Crosby
Predicted Path:   Pet Sematary --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[starred_actors]--> Denise Crosby
Path (Raw):       Pet Sematary --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[starred_actors]--> Denise Crosby
Neg LogProb(↓):   0.584378
Path Entropy(↓):  0.963327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of fly away home also directed which films
Start Entity:     Fly Away Home
Gold Answer:      [['Wind', 'Duma', 'Never Cry Wolf', 'The Black Stallion']]
Predicted Ans:    The Black Stallion
Predicted Path:   Fly Away Home --[directed_by]--> Carroll Ballard --[(INV) directed_by]--> The Black Stallion
Path (Raw):       Fly Away Home --[directed_by]--> Carroll Ballard --[(INV) directed_by]--> The Black Stallion --[No Operation]--> The Black Stallion
Neg LogProb(↓):   0.176531
Path Entropy(↓):  0.513460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of game 6
Start Entity:     Game 6
Gold Answer:      [['Cosmopolis']]
Predicted Ans:    Cosmopolis
Predicted Path:   Game 6 --[written_by]--> Don DeLillo --[(INV) written_by]--> Cosmopolis
Path (Raw):       Game 6 --[No Operation]--> Game 6 --[written_by]--> Don DeLillo --[(INV) written_by]--> Cosmopolis
Neg LogProb(↓):   0.231813
Path Entropy(↓):  0.825292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in night of the ghouls
Start Entity:     Night of the Ghouls
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Night of the Ghouls --[starred_actors]--> Tor Johnson --[(INV) starred_actors]--> Bride of the Monster --[has_genre]--> Horror
Path (Raw):       Night of the Ghouls --[starred_actors]--> Tor Johnson --[(INV) starred_actors]--> Bride of the Monster --[has_genre]--> Horror
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with telling lies in america
Start Entity:     Telling Lies in America
Gold Answer:      [['Betrayed', 'Music Box', 'Basic Instinct', 'Showgirls', 'Jagged Edge', 'Sliver', 'Jade']]
Predicted Ans:    las vegas
Predicted Path:   Telling Lies in America --[written_by]--> Joe Eszterhas --[(INV) written_by]--> Showgirls --[has_tags]--> las vegas
Path (Raw):       Telling Lies in America --[written_by]--> Joe Eszterhas --[(INV) written_by]--> Showgirls --[has_tags]--> las vegas
Neg LogProb(↓):   0.301987
Path Entropy(↓):  0.984728
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with pursued fall under
Start Entity:     Pursued
Gold Answer:      [['Romance', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Pursued --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Path (Raw):       Pursued --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Neg LogProb(↓):   0.940998
Path Entropy(↓):  1.956189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for altered
Start Entity:     Altered
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Altered --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Altered --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.576783
Path Entropy(↓):  3.863523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Measuring the world, when was it released
Start Entity:     Measuring the World
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Measuring the World --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Measuring the World --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.014750
Path Entropy(↓):  4.129916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by paul mazursky were in which genres
Start Entity:     Paul Mazursky
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[has_genre]--> Comedy
Path (Raw):       Paul Mazursky --[No Operation]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[has_genre]--> Comedy
Neg LogProb(↓):   0.387908
Path Entropy(↓):  0.639498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie captivity
Start Entity:     Captivity
Gold Answer:      [['Roland Joffé']]
Predicted Ans:    Roland Joffé
Predicted Path:   Captivity --[directed_by]--> Roland Joffé --[(INV) directed_by]--> Vatel --[directed_by]--> Roland Joffé
Path (Raw):       Captivity --[directed_by]--> Roland Joffé --[(INV) directed_by]--> Vatel --[directed_by]--> Roland Joffé
Neg LogProb(↓):   0.001695
Path Entropy(↓):  0.014404
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in circus of horrors
Start Entity:     Circus of Horrors
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Circus of Horrors --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice --[in_language]--> Italian
Path (Raw):       Circus of Horrors --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice --[in_language]--> Italian
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of rubin and ed
Start Entity:     Rubin and Ed
Gold Answer:      [["Groovin' Gary", 'Sean Penn', 'Crispin Glover']]
Predicted Ans:    Crispin Glover
Predicted Path:   Rubin and Ed --[written_by]--> Trent Harris --[(INV) written_by]--> Rubin and Ed --[starred_actors]--> Crispin Glover
Path (Raw):       Rubin and Ed --[written_by]--> Trent Harris --[(INV) written_by]--> Rubin and Ed --[starred_actors]--> Crispin Glover
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of keith thompson
Start Entity:     Keith Thompson
Gold Answer:      [['Tony Briggs']]
Predicted Ans:    Keith Thompson
Predicted Path:   Keith Thompson --[(INV) written_by]--> The Sapphires --[written_by]--> Keith Thompson
Path (Raw):       Keith Thompson --[No Operation]--> Keith Thompson --[(INV) written_by]--> The Sapphires --[written_by]--> Keith Thompson
Neg LogProb(↓):   0.003565
Path Entropy(↓):  0.023618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter mary s. lovell co - wrote films with who
Start Entity:     Mary S. Lovell
Gold Answer:      [['Susan Butler', 'Ronald Bass', 'Anna Hamilton Phelan']]
Predicted Ans:    Ronald Bass
Predicted Path:   Mary S. Lovell --[(INV) written_by]--> Amelia --[written_by]--> Ronald Bass
Path (Raw):       Mary S. Lovell --[No Operation]--> Mary S. Lovell --[(INV) written_by]--> Amelia --[written_by]--> Ronald Bass
Neg LogProb(↓):   0.005078
Path Entropy(↓):  0.037077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed crank
Start Entity:     Crank
Gold Answer:      [['Gerard Butler']]
Predicted Ans:    Gerard Butler
Predicted Path:   Crank --[directed_by]--> Brian Taylor --[(INV) directed_by]--> Gamer --[starred_actors]--> Gerard Butler
Path (Raw):       Crank --[directed_by]--> Brian Taylor --[(INV) directed_by]--> Gamer --[starred_actors]--> Gerard Butler
Neg LogProb(↓):   0.532134
Path Entropy(↓):  0.684600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the princess bride were in which languages
Start Entity:     The Princess Bride
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Princess Bride --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Path (Raw):       The Princess Bride --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Neg LogProb(↓):   0.014899
Path Entropy(↓):  0.085613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by david hemmings in
Start Entity:     David Hemmings
Gold Answer:      [['Italian']]
Predicted Ans:    Drama
Predicted Path:   David Hemmings --[(INV) starred_actors]--> Islands in the Stream --[has_genre]--> Drama
Path (Raw):       David Hemmings --[No Operation]--> David Hemmings --[(INV) starred_actors]--> Islands in the Stream --[has_genre]--> Drama
Neg LogProb(↓):   0.029595
Path Entropy(↓):  0.146422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does arin crumley appear in
Start Entity:     Arin Crumley
Gold Answer:      [['Four Eyed Monsters']]
Predicted Ans:    Four Eyed Monsters
Predicted Path:   Arin Crumley --[(INV) starred_actors]--> Four Eyed Monsters --[starred_actors]--> Susan Buice --[(INV) starred_actors]--> Four Eyed Monsters
Path (Raw):       Arin Crumley --[(INV) starred_actors]--> Four Eyed Monsters --[starred_actors]--> Susan Buice --[(INV) starred_actors]--> Four Eyed Monsters
Neg LogProb(↓):   0.000787
Path Entropy(↓):  0.006455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the silence of the lambs
Start Entity:     The Silence of the Lambs
Gold Answer:      [['Wendy Orr', 'Gerald Ayres', 'Rachel Kronstadt Mann', 'Neill Blomkamp', 'Ann Louise Bardach', 'Roman Polanski', 'Mark Levin', 'Jennifer Flackett', 'Daniel Vigne', 'Yasmina Reza', 'Laird Koenig', 'John Irving', 'Roy Huggins', 'Alan Parker', 'David Koepp', 'Mary Rodgers', 'Michael Innes', 'Anna Leonowens', 'William Goldman', 'Tony Richardson', 'Kyle Killen', 'Robbie Robertson', 'Ann Druyan', 'Carl Sagan', 'Tom Topor', 'Russell Gewirtz', 'Delphine Gleize', 'Mark Handley']]
Predicted Ans:    Russell Gewirtz
Predicted Path:   The Silence of the Lambs --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Path (Raw):       The Silence of the Lambs --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Neg LogProb(↓):   0.349470
Path Entropy(↓):  1.153786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by caroline goodall were in which genres
Start Entity:     Caroline Goodall
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Caroline Goodall --[(INV) starred_actors]--> The Silver Brumby --[has_genre]--> Drama
Path (Raw):       Caroline Goodall --[No Operation]--> Caroline Goodall --[(INV) starred_actors]--> The Silver Brumby --[has_genre]--> Drama
Neg LogProb(↓):   0.002012
Path Entropy(↓):  0.014489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer sidney gilliat
Start Entity:     Sidney Gilliat
Gold Answer:      [['Elliott Gould', 'Cybill Shepherd', 'Dame May Whitty', 'Michael Redgrave', 'Angela Lansbury', 'Herbert Lom', 'Deborah Kerr', 'Trevor Howard', 'Rex Harrison', 'Margaret Lockwood', 'Paul Lukas']]
Predicted Ans:    Rex Harrison
Predicted Path:   Sidney Gilliat --[(INV) written_by]--> Night Train to Munich --[starred_actors]--> Rex Harrison
Path (Raw):       Sidney Gilliat --[No Operation]--> Sidney Gilliat --[(INV) written_by]--> Night Train to Munich --[starred_actors]--> Rex Harrison
Neg LogProb(↓):   0.629319
Path Entropy(↓):  1.187497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of a knight's tale were directed by who
Start Entity:     A Knight's Tale
Gold Answer:      [['Tony Scott', 'Ate de Jong', 'Richard Donner', 'Paul Greengrass', 'Brian Helgeland', 'Clint Eastwood', 'Kevin Costner', 'Sheldon Lettich', 'Curtis Hanson']]
Predicted Ans:    Brian Helgeland
Predicted Path:   A Knight's Tale --[written_by]--> Brian Helgeland --[(INV) written_by]--> Payback --[directed_by]--> Brian Helgeland
Path (Raw):       A Knight's Tale --[written_by]--> Brian Helgeland --[(INV) written_by]--> Payback --[directed_by]--> Brian Helgeland
Neg LogProb(↓):   0.673061
Path Entropy(↓):  1.437927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of blondie of the follies
Start Entity:     Blondie of the Follies
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Blondie of the Follies --[release_year]--> 1932 --[(INV) release_year]--> Red-Headed Woman --[release_year]--> 1932
Path (Raw):       Blondie of the Follies --[release_year]--> 1932 --[(INV) release_year]--> Red-Headed Woman --[release_year]--> 1932
Neg LogProb(↓):   1.942209
Path Entropy(↓):  3.398132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie tart
Start Entity:     Tart
Gold Answer:      [['Scott Kalvert', 'Ellie Kanner', 'Stanley Kubrick', 'Adrian Lyne', 'Larry Clark', 'Monte Hellman', 'Bryan Singer', 'Stephen Bridgewater', 'Barbara Kopple', 'Peter Hewitt', 'Jonathan Kahn', 'Lee Hirsch']]
Predicted Ans:    Adrian Lyne
Predicted Path:   Tart --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[directed_by]--> Adrian Lyne
Path (Raw):       Tart --[starred_actors]--> Dominique Swain --[(INV) starred_actors]--> Lolita --[directed_by]--> Adrian Lyne
Neg LogProb(↓):   0.576913
Path Entropy(↓):  1.035132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in ninja
Start Entity:     Ninja
Gold Answer:      [['Tsuyoshi Ihara', 'Scott Adkins', 'Mika Hijii']]
Predicted Ans:    Scott Adkins
Predicted Path:   Ninja --[starred_actors]--> Scott Adkins --[(INV) starred_actors]--> Assassination Games --[starred_actors]--> Scott Adkins
Path (Raw):       Ninja --[starred_actors]--> Scott Adkins --[(INV) starred_actors]--> Assassination Games --[starred_actors]--> Scott Adkins
Neg LogProb(↓):   0.697825
Path Entropy(↓):  0.903762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the spy in black
Start Entity:     The Spy in Black
Gold Answer:      [['One of Our Aircraft Is Missing', 'Gone to Earth', 'A Canterbury Tale', 'The Tales of Hoffmann', 'The Red Shoes', 'Black Narcissus', 'Operation Crossbow', 'Behold a Pale Horse', '49th Parallel', 'The Life and Death of Colonel Blimp']]
Predicted Ans:    Black Narcissus
Predicted Path:   The Spy in Black --[written_by]--> Emeric Pressburger --[(INV) written_by]--> Black Narcissus
Path (Raw):       The Spy in Black --[No Operation]--> The Spy in Black --[written_by]--> Emeric Pressburger --[(INV) written_by]--> Black Narcissus
Neg LogProb(↓):   1.056673
Path Entropy(↓):  1.974737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film wild target were in which genres
Start Entity:     Wild Target
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Wild Target --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> My Cousin Vinny --[has_genre]--> Comedy
Path (Raw):       Wild Target --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> My Cousin Vinny --[has_genre]--> Comedy
Neg LogProb(↓):   0.320794
Path Entropy(↓):  0.769258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film beyond re - animator released
Start Entity:     Beyond Re-Animator
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Beyond Re-Animator --[release_year]--> 2003 --[(INV) release_year]--> Paycheck --[release_year]--> 2003
Path (Raw):       Beyond Re-Animator --[release_year]--> 2003 --[(INV) release_year]--> Paycheck --[release_year]--> 2003
Neg LogProb(↓):   2.985582
Path Entropy(↓):  4.690729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with man exposed in
Start Entity:     Man Exposed
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Man Exposed --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Path (Raw):       Man Exposed --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Neg LogProb(↓):   0.000090
Path Entropy(↓):  0.000945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Passion play, when was it released
Start Entity:     Passion Play
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Passion Play --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Passion Play --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.444864
Path Entropy(↓):  4.101984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film come to the stable were released in which years
Start Entity:     Come to the Stable
Gold Answer:      [['1946', '1954', '1936', '1941', '1963', '1939', '1957', '1951', '2004', '1953', '1947', '1990', '1996', '1955', '1962', '1949', '1966', '1950', '1960', '1965', '1937', '1952']]
Predicted Ans:    1939
Predicted Path:   Come to the Stable --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Path (Raw):       Come to the Stable --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Neg LogProb(↓):   0.899145
Path Entropy(↓):  1.896288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film a show of force
Start Entity:     A Show of Force
Gold Answer:      [['Bruno Barreto']]
Predicted Ans:    Bruno Barreto
Predicted Path:   A Show of Force --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Bossa Nova --[directed_by]--> Bruno Barreto
Path (Raw):       A Show of Force --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Bossa Nova --[directed_by]--> Bruno Barreto
Neg LogProb(↓):   0.273912
Path Entropy(↓):  0.730763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor takuya kimura co - starred with who
Start Entity:     Takuya Kimura
Gold Answer:      [['Tadanobu Asano']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Takuya Kimura --[(INV) starred_actors]--> Redline --[starred_actors]--> Tadanobu Asano
Path (Raw):       Takuya Kimura --[No Operation]--> Takuya Kimura --[(INV) starred_actors]--> Redline --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe matilda
Start Entity:     Matilda
Gold Answer:      [['embeth davidtz', 'roald dahl', 'comedy', 'danny devito', 'fantasy', 'children']]
Predicted Ans:    embeth davidtz
Predicted Path:   Matilda --[has_tags]--> embeth davidtz --[(INV) has_tags]--> Matilda --[has_tags]--> embeth davidtz
Path (Raw):       Matilda --[has_tags]--> embeth davidtz --[(INV) has_tags]--> Matilda --[has_tags]--> embeth davidtz
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of how to be
Start Entity:     How to Be
Gold Answer:      [['Water for Elephants', 'Cosmopolis', 'Bel Ami']]
Predicted Ans:    Water for Elephants
Predicted Path:   How to Be --[starred_actors]--> Robert Pattinson --[(INV) starred_actors]--> Water for Elephants
Path (Raw):       How to Be --[starred_actors]--> Robert Pattinson --[No Operation]--> Robert Pattinson --[(INV) starred_actors]--> Water for Elephants
Neg LogProb(↓):   0.451191
Path Entropy(↓):  0.803903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the belly of an architect
Start Entity:     The Belly of an Architect
Gold Answer:      [['Peter Greenaway']]
Predicted Ans:    Peter Greenaway
Predicted Path:   The Belly of an Architect --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book --[written_by]--> Peter Greenaway
Path (Raw):       The Belly of an Architect --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book --[written_by]--> Peter Greenaway
Neg LogProb(↓):   0.263627
Path Entropy(↓):  0.791841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the tuesdays with morrie director
Start Entity:     Tuesdays with Morrie
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Tuesdays with Morrie --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[has_genre]--> Drama
Path (Raw):       Tuesdays with Morrie --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Volcano --[has_genre]--> Drama
Neg LogProb(↓):   0.068258
Path Entropy(↓):  0.281139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of gabrielle
Start Entity:     Gabrielle
Gold Answer:      [['Patrice Chéreau', 'Joseph Conrad']]
Predicted Ans:    Patrice Chéreau
Predicted Path:   Gabrielle --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau
Path (Raw):       Gabrielle --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau
Neg LogProb(↓):   0.180501
Path Entropy(↓):  0.620544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is short time
Start Entity:     Short Time
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Short Time --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Short Time --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.317440
Path Entropy(↓):  4.540096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did chris jones write
Start Entity:     Chris Jones
Gold Answer:      [['Urban Ghost Story']]
Predicted Ans:    Urban Ghost Story
Predicted Path:   Chris Jones --[(INV) written_by]--> Urban Ghost Story --[written_by]--> Geneviève Jolliffe --[(INV) written_by]--> Urban Ghost Story
Path (Raw):       Chris Jones --[(INV) written_by]--> Urban Ghost Story --[written_by]--> Geneviève Jolliffe --[(INV) written_by]--> Urban Ghost Story
Neg LogProb(↓):   0.092035
Path Entropy(↓):  0.297714
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is two mules for sister sara in
Start Entity:     Two Mules for Sister Sara
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Two Mules for Sister Sara --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Two Mules for Sister Sara --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.939705
Path Entropy(↓):  3.199644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was santa claus conquers the martians released
Start Entity:     Santa Claus Conquers the Martians
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Santa Claus Conquers the Martians --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Path (Raw):       Santa Claus Conquers the Martians --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Neg LogProb(↓):   2.238085
Path Entropy(↓):  3.695783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of asterix and cleopatra
Start Entity:     Asterix and Cleopatra
Gold Answer:      [['The Twelve Tasks of Asterix', 'Sky Fighters', 'Asterix and the Vikings', 'Asterix and the Big Fight', 'Asterix the Gaul', 'Asterix at the Olympic Games']]
Predicted Ans:    The Twelve Tasks of Asterix
Predicted Path:   Asterix and Cleopatra --[written_by]--> Albert Uderzo --[(INV) written_by]--> The Twelve Tasks of Asterix
Path (Raw):       Asterix and Cleopatra --[No Operation]--> Asterix and Cleopatra --[written_by]--> Albert Uderzo --[(INV) written_by]--> The Twelve Tasks of Asterix
Neg LogProb(↓):   0.629479
Path Entropy(↓):  0.959121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in showdown in little tokyo
Start Entity:     Showdown in Little Tokyo
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Showdown in Little Tokyo --[starred_actors]--> Brandon Lee --[(INV) starred_actors]--> The Crow --[has_genre]--> Action
Path (Raw):       Showdown in Little Tokyo --[starred_actors]--> Brandon Lee --[(INV) starred_actors]--> The Crow --[has_genre]--> Action
Neg LogProb(↓):   0.537763
Path Entropy(↓):  1.100312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed pk
Start Entity:     PK
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   PK --[directed_by]--> Rajkumar Hirani --[(INV) directed_by]--> PK --[has_genre]--> Comedy
Path (Raw):       PK --[directed_by]--> Rajkumar Hirani --[(INV) directed_by]--> PK --[has_genre]--> Comedy
Neg LogProb(↓):   0.729366
Path Entropy(↓):  0.862399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by mitch davis
Start Entity:     Mitch Davis
Gold Answer:      [['Christopher Gorham', 'Anne Hathaway']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Mitch Davis --[(INV) written_by]--> The Other Side of Heaven --[starred_actors]--> Anne Hathaway
Path (Raw):       Mitch Davis --[No Operation]--> Mitch Davis --[(INV) written_by]--> The Other Side of Heaven --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.000256
Path Entropy(↓):  0.002374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of saw vi was who
Start Entity:     Saw VI
Gold Answer:      [['Kevin Greutert']]
Predicted Ans:    Kevin Greutert
Predicted Path:   Saw VI --[directed_by]--> Kevin Greutert --[(INV) directed_by]--> Jessabelle --[directed_by]--> Kevin Greutert
Path (Raw):       Saw VI --[directed_by]--> Kevin Greutert --[(INV) directed_by]--> Jessabelle --[directed_by]--> Kevin Greutert
Neg LogProb(↓):   0.158435
Path Entropy(↓):  0.416628
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of and starring pancho villa as himself
Start Entity:     And Starring Pancho Villa as Himself
Gold Answer:      [['Barbarians at the Gate', 'The Wrong Box', 'Oh, God!', 'Tootsie', 'Blame It on Rio', 'Movie Movie', 'A Funny Thing Happened on the Way to the Forum', 'Neighbors', 'The Notorious Landlady', 'The Thrill of It All']]
Predicted Ans:    Neighbors
Predicted Path:   And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart --[(INV) written_by]--> Neighbors
Path (Raw):       And Starring Pancho Villa as Himself --[No Operation]--> And Starring Pancho Villa as Himself --[written_by]--> Larry Gelbart --[(INV) written_by]--> Neighbors
Neg LogProb(↓):   1.310617
Path Entropy(↓):  1.377947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by graham swift
Start Entity:     Graham Swift
Gold Answer:      [['Jeremy Irons', 'Sinéad Cusack']]
Predicted Ans:    Fred Schepisi
Predicted Path:   Graham Swift --[(INV) written_by]--> Last Orders --[directed_by]--> Fred Schepisi
Path (Raw):       Graham Swift --[No Operation]--> Graham Swift --[(INV) written_by]--> Last Orders --[directed_by]--> Fred Schepisi
Neg LogProb(↓):   0.001416
Path Entropy(↓):  0.012239
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by owen moore
Start Entity:     Owen Moore
Gold Answer:      [['John Bright', 'Mae West', 'Harvey F. Thew']]
Predicted Ans:    Mae West
Predicted Path:   Owen Moore --[(INV) starred_actors]--> She Done Him Wrong --[written_by]--> Mae West
Path (Raw):       Owen Moore --[No Operation]--> Owen Moore --[(INV) starred_actors]--> She Done Him Wrong --[written_by]--> Mae West
Neg LogProb(↓):   0.053165
Path Entropy(↓):  0.216031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie mass appeal were in which genres
Start Entity:     Mass Appeal
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Mass Appeal --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[has_genre]--> Comedy
Path (Raw):       Mass Appeal --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[has_genre]--> Comedy
Neg LogProb(↓):   0.510284
Path Entropy(↓):  1.322032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film fast times at ridgemont high
Start Entity:     Fast Times at Ridgemont High
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Fast Times at Ridgemont High --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Path (Raw):       Fast Times at Ridgemont High --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   2.800112
Path Entropy(↓):  4.323603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does claude mann appear in
Start Entity:     Claude Mann
Gold Answer:      [['Bay of Angels', 'India Song']]
Predicted Ans:    India Song
Predicted Path:   Claude Mann --[(INV) starred_actors]--> India Song --[starred_actors]--> Delphine Seyrig --[(INV) starred_actors]--> India Song
Path (Raw):       Claude Mann --[(INV) starred_actors]--> India Song --[starred_actors]--> Delphine Seyrig --[(INV) starred_actors]--> India Song
Neg LogProb(↓):   0.081594
Path Entropy(↓):  0.310177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie how much do you love me?
Start Entity:     How Much Do You Love Me?
Gold Answer:      [['1978', '1989', '2010', '1996', '1974']]
Predicted Ans:    2005
Predicted Path:   How Much Do You Love Me? --[written_by]--> Bertrand Blier --[(INV) written_by]--> How Much Do You Love Me? --[release_year]--> 2005
Path (Raw):       How Much Do You Love Me? --[written_by]--> Bertrand Blier --[(INV) written_by]--> How Much Do You Love Me? --[release_year]--> 2005
Neg LogProb(↓):   0.590367
Path Entropy(↓):  1.243134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by steve pink
Start Entity:     Steve Pink
Gold Answer:      [['Joy Bryant', 'Rob Corddry', 'Craig Robinson', 'Kevin Hart', 'Adam Scott', 'Clark Duke', 'Michael Ealy', 'Regina Hall', 'John Cusack']]
Predicted Ans:    Kevin Hart
Predicted Path:   Steve Pink --[(INV) directed_by]--> About Last Night --[starred_actors]--> Kevin Hart
Path (Raw):       Steve Pink --[No Operation]--> Steve Pink --[(INV) directed_by]--> About Last Night --[starred_actors]--> Kevin Hart
Neg LogProb(↓):   0.894652
Path Entropy(↓):  1.450963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with norman z. mcleod
Start Entity:     norman z. mcleod
Gold Answer:      [['Monkey Business', 'Topper', 'The Kid from Brooklyn', 'The Secret Life of Walter Mitty', 'If I Had a Million', 'Alice in Wonderland', 'The Paleface', 'Road to Rio', 'Merrily We Live']]
Predicted Ans:    The Secret Life of Walter Mitty
Predicted Path:   norman z. mcleod --[(INV) has_tags]--> Merrily We Live --[has_tags]--> norman z. mcleod --[(INV) has_tags]--> The Secret Life of Walter Mitty
Path (Raw):       norman z. mcleod --[(INV) has_tags]--> Merrily We Live --[has_tags]--> norman z. mcleod --[(INV) has_tags]--> The Secret Life of Walter Mitty
Neg LogProb(↓):   0.931694
Path Entropy(↓):  1.581524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of dirty rotten scoundrels was
Start Entity:     Dirty Rotten Scoundrels
Gold Answer:      [['Frank Oz']]
Predicted Ans:    Frank Oz
Predicted Path:   Dirty Rotten Scoundrels --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Indian in the Cupboard --[directed_by]--> Frank Oz
Path (Raw):       Dirty Rotten Scoundrels --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Indian in the Cupboard --[directed_by]--> Frank Oz
Neg LogProb(↓):   0.017412
Path Entropy(↓):  0.103008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in between your legs
Start Entity:     Between Your Legs
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Between Your Legs --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Between Your Legs --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.268687
Path Entropy(↓):  2.298205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of alambrista!
Start Entity:     Alambrista!
Gold Answer:      [['Talent for the Game', 'Dominick and Eugene', 'One-Trick Pony', 'Caught', 'Short Eyes', 'Triumph of the Spirit']]
Predicted Ans:    Caught
Predicted Path:   Alambrista! --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught
Path (Raw):       Alambrista! --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught --[No Operation]--> Caught
Neg LogProb(↓):   0.195582
Path Entropy(↓):  0.504040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film bullet in the head starred which actors
Start Entity:     Bullet in the Head
Gold Answer:      [['Waise Lee', 'Simon Yam', 'Jacky Cheung']]
Predicted Ans:    Simon Yam
Predicted Path:   Bullet in the Head --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Bullet in the Head --[starred_actors]--> Simon Yam
Path (Raw):       Bullet in the Head --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Bullet in the Head --[starred_actors]--> Simon Yam
Neg LogProb(↓):   0.033682
Path Entropy(↓):  0.199250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by michael tolkin in
Start Entity:     Michael Tolkin
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Michael Tolkin --[(INV) written_by]--> Nine --[has_genre]--> Drama
Path (Raw):       Michael Tolkin --[No Operation]--> Michael Tolkin --[(INV) written_by]--> Nine --[has_genre]--> Drama
Neg LogProb(↓):   0.085428
Path Entropy(↓):  0.291173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the last time i committed suicide
Start Entity:     The Last Time I Committed Suicide
Gold Answer:      [['Neal Cassady']]
Predicted Ans:    Neal Cassady
Predicted Path:   The Last Time I Committed Suicide --[written_by]--> Neal Cassady --[(INV) written_by]--> The Last Time I Committed Suicide --[written_by]--> Neal Cassady
Path (Raw):       The Last Time I Committed Suicide --[written_by]--> Neal Cassady --[(INV) written_by]--> The Last Time I Committed Suicide --[written_by]--> Neal Cassady
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by dana adam shapiro
Start Entity:     Dana Adam Shapiro
Gold Answer:      [['Rashida Jones', 'Chris Messina']]
Predicted Ans:    Rashida Jones
Predicted Path:   Dana Adam Shapiro --[(INV) written_by]--> Monogamy --[starred_actors]--> Rashida Jones
Path (Raw):       Dana Adam Shapiro --[No Operation]--> Dana Adam Shapiro --[(INV) written_by]--> Monogamy --[starred_actors]--> Rashida Jones
Neg LogProb(↓):   0.000934
Path Entropy(↓):  0.007451
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the man from earth
Start Entity:     The Man from Earth
Gold Answer:      [['Fantastic Voyage', 'The Lost Missile']]
Predicted Ans:    Fantastic Voyage
Predicted Path:   The Man from Earth --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage
Path (Raw):       The Man from Earth --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[No Operation]--> Fantastic Voyage
Neg LogProb(↓):   0.683729
Path Entropy(↓):  0.707503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by david ondaatje release
Start Entity:     David Ondaatje
Gold Answer:      [['1944', '1927', '2009']]
Predicted Ans:    1944
Predicted Path:   David Ondaatje --[(INV) directed_by]--> The Lodger --[release_year]--> 1944
Path (Raw):       David Ondaatje --[No Operation]--> David Ondaatje --[(INV) directed_by]--> The Lodger --[release_year]--> 1944
Neg LogProb(↓):   0.227467
Path Entropy(↓):  0.584938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote aliens
Start Entity:     Aliens
Gold Answer:      [['1995', '1997', '2009', '1989', '1953', '1994', '1984']]
Predicted Ans:    1984
Predicted Path:   Aliens --[written_by]--> James Cameron --[(INV) written_by]--> The Terminator --[release_year]--> 1984
Path (Raw):       Aliens --[written_by]--> James Cameron --[(INV) written_by]--> The Terminator --[release_year]--> 1984
Neg LogProb(↓):   0.904845
Path Entropy(↓):  1.281382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did jack cardiff direct
Start Entity:     Jack Cardiff
Gold Answer:      [['My Geisha', 'The Long Ships', 'Young Cassidy', 'Sons and Lovers', 'Dark of the Sun']]
Predicted Ans:    Young Cassidy
Predicted Path:   Jack Cardiff --[(INV) directed_by]--> My Geisha --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> Young Cassidy
Path (Raw):       Jack Cardiff --[(INV) directed_by]--> My Geisha --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> Young Cassidy
Neg LogProb(↓):   1.435132
Path Entropy(↓):  2.539432
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of crimewave
Start Entity:     Crimewave
Gold Answer:      [['Army of Darkness', 'Within the Woods', 'Darkman', 'Easy Wheels', 'Evil Dead II', 'Drag Me to Hell', 'Evil Dead', 'The Evil Dead', 'The Big Lebowski', 'The Hudsucker Proxy', 'Fargo', 'Spider-Man 3']]
Predicted Ans:    Spider-Man 3
Predicted Path:   Crimewave --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3
Path (Raw):       Crimewave --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3 --[No Operation]--> Spider-Man 3
Neg LogProb(↓):   0.212777
Path Entropy(↓):  0.753686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the europeans
Start Entity:     The Europeans
Gold Answer:      [['Romance', 'Biography', 'Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Europeans --[directed_by]--> James Ivory --[(INV) directed_by]--> Heat and Dust --[has_genre]--> Drama
Path (Raw):       The Europeans --[directed_by]--> James Ivory --[(INV) directed_by]--> Heat and Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.545505
Path Entropy(↓):  1.095199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie shag
Start Entity:     Shag
Gold Answer:      [['Chris Nahon', 'Stacy Title', 'Paul Marcus', 'Dwight Yoakam', 'Clare Peploe', 'Michael Austin', 'Quentin Tarantino', 'John Badham', 'Donald Petrie', 'Noel Black', 'Henry Selick', 'Harold Becker', 'Kenneth Johnson', 'Alan Parker', 'Sam Raimi', 'Tom McLoughlin', 'David Wu', 'Cameron Crowe', 'Stuart Gillard', 'Ate de Jong', 'Diablo Cody', 'Mary Agnes Donoghue', 'Steve Miner', 'Barbet Schroeder', 'James Bridges']]
Predicted Ans:    Stuart Gillard
Predicted Path:   Shag --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[directed_by]--> Stuart Gillard
Path (Raw):       Shag --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[directed_by]--> Stuart Gillard
Neg LogProb(↓):   1.210751
Path Entropy(↓):  1.766629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of home alone
Start Entity:     Home Alone
Gold Answer:      [['Sally Field', 'John Candy', 'David Keith', 'Julianne Moore', 'Tuesday Weld', 'Robin Williams', 'Paul Rust', 'Anthony Rapp', 'Tom Arnold', 'Maia Brewton', 'Julia Roberts', 'Keith Coogan', 'Ally Sheedy', 'Elisabeth Shue', 'Daniel Radcliffe', 'Emma Watson', 'Rupert Grint', 'Susan Sarandon', 'Hayden Panettiere', 'Ed Harris', 'Joan Cusack', 'Hugh Grant', "Maureen O'Hara"]]
Predicted Ans:    Robin Williams
Predicted Path:   Home Alone --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[starred_actors]--> Robin Williams
Path (Raw):       Home Alone --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.087167
Path Entropy(↓):  0.397470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film magic in the moonlight
Start Entity:     Magic in the Moonlight
Gold Answer:      [['Sidney Carroll', 'Christianna Brand', 'Ethan Coen', 'Emma Thompson', 'Olivia Hetreed', 'Charles Webb', 'Vanessa Taylor', 'Stephan Elliott', 'Sheridan Jobbins', 'Eric Lomax', 'Simon Gray', 'Paul Harris Boardman', 'Mara Leveritt', 'Mimi Hare', 'Bonnie Sikowitz', 'Clare Naylor', 'Atom Egoyan', 'Choderlos de Laclos', 'David Seidler', 'Julian Mitchell', 'Martin Donovan', 'Alvin Sargent', 'Rupert Holmes', 'Tom Ford', 'Christopher Isherwood', 'Tracy Chevalier', 'Becky Johnston', 'Jack Davies']]
Predicted Ans:    Vanessa Taylor
Predicted Path:   Magic in the Moonlight --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Hope Springs --[written_by]--> Vanessa Taylor
Path (Raw):       Magic in the Moonlight --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Hope Springs --[written_by]--> Vanessa Taylor
Neg LogProb(↓):   1.075686
Path Entropy(↓):  1.440099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by cecelia ahern
Start Entity:     Cecelia Ahern
Gold Answer:      [['Love, Rosie', 'P.S. I Love You']]
Predicted Ans:    P.S. I Love You
Predicted Path:   Cecelia Ahern --[(INV) written_by]--> P.S. I Love You --[written_by]--> Cecelia Ahern --[(INV) written_by]--> P.S. I Love You
Path (Raw):       Cecelia Ahern --[(INV) written_by]--> P.S. I Love You --[written_by]--> Cecelia Ahern --[(INV) written_by]--> P.S. I Love You
Neg LogProb(↓):   0.043249
Path Entropy(↓):  0.184737
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of game change
Start Entity:     Game Change
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Game Change --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Game Change --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.321781
Path Entropy(↓):  4.562174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed catfish in black bean sauce
Start Entity:     Catfish in Black Bean Sauce
Gold Answer:      [['Chi Muoi Lo']]
Predicted Ans:    Chi Muoi Lo
Predicted Path:   Catfish in Black Bean Sauce --[directed_by]--> Chi Muoi Lo --[(INV) directed_by]--> Catfish in Black Bean Sauce --[directed_by]--> Chi Muoi Lo
Path (Raw):       Catfish in Black Bean Sauce --[directed_by]--> Chi Muoi Lo --[(INV) directed_by]--> Catfish in Black Bean Sauce --[directed_by]--> Chi Muoi Lo
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by bombshell actors
Start Entity:     Bombshell
Gold Answer:      [['Sam Wood', 'George Cukor', 'Don Hartman', 'Howard Hughes', 'Tay Garnett', 'William A. Wellman', 'George W. Hill', 'Charles Brabin', 'Frank Borzage', 'Billy Wilder', 'Henry Hathaway', 'Gregory La Cava', 'Charles Shyer', 'Dorothy Arzner', 'Leigh Janiak', 'George Fitzmaurice', 'Michael Curtiz', 'S. Sylvan Simon', 'Frank Capra', 'Ernst Lubitsch', 'W.S. Van Dyke', 'Vincente Minnelli', 'Tom Hooper', 'William Keighley', 'Victor Fleming', 'Peter Yates', 'Jack Conway', 'William Wyler', 'George Stevens', 'Richard Boleslawski', 'Clarence Brown', 'Robert Z. Leonard', 'J. Walter Ruben']]
Predicted Ans:    George Cukor
Predicted Path:   Bombshell --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Dinner at Eight --[directed_by]--> George Cukor
Path (Raw):       Bombshell --[starred_actors]--> Jean Harlow --[(INV) starred_actors]--> Dinner at Eight --[directed_by]--> George Cukor
Neg LogProb(↓):   0.067185
Path Entropy(↓):  0.301370
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the naked face
Start Entity:     The Naked Face
Gold Answer:      [['Rod Steiger', 'Roger Moore', 'Elliott Gould']]
Predicted Ans:    Roger Moore
Predicted Path:   The Naked Face --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Path (Raw):       The Naked Face --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.074415
Path Entropy(↓):  0.323068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe american reunion in a few words
Start Entity:     American Reunion
Gold Answer:      [['franchise', 'reunion']]
Predicted Ans:    character
Predicted Path:   American Reunion --[has_tags]--> reunion --[(INV) has_tags]--> Romy and Michele's High School Reunion --[has_tags]--> character
Path (Raw):       American Reunion --[has_tags]--> reunion --[(INV) has_tags]--> Romy and Michele's High School Reunion --[has_tags]--> character
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films for the writer of along came a spider
Start Entity:     Along Came a Spider
Gold Answer:      [['Gary Fleder', 'Rob Cohen']]
Predicted Ans:    Rob Cohen
Predicted Path:   Along Came a Spider --[written_by]--> James Patterson --[(INV) written_by]--> Alex Cross --[directed_by]--> Rob Cohen
Path (Raw):       Along Came a Spider --[written_by]--> James Patterson --[(INV) written_by]--> Alex Cross --[directed_by]--> Rob Cohen
Neg LogProb(↓):   0.090590
Path Entropy(↓):  0.328965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie black sheep were in which genres
Start Entity:     Black Sheep
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Black Sheep --[written_by]--> Fred Wolf --[(INV) written_by]--> Joe Dirt --[has_genre]--> Comedy
Path (Raw):       Black Sheep --[written_by]--> Fred Wolf --[(INV) written_by]--> Joe Dirt --[has_genre]--> Comedy
Neg LogProb(↓):   0.022969
Path Entropy(↓):  0.109193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is the imitation game
Start Entity:     The Imitation Game
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   The Imitation Game --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Imitation Game --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.308955
Path Entropy(↓):  4.636970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of fm
Start Entity:     FM
Gold Answer:      [['Blazing Saddles', 'The Cheap Detective', 'Vanishing Point', 'Lovers and Other Strangers', 'Against All Odds', 'Murder by Death', 'Paper Lion', 'Clue']]
Predicted Ans:    Blazing Saddles
Predicted Path:   FM --[starred_actors]--> Cleavon Little --[(INV) starred_actors]--> Blazing Saddles
Path (Raw):       FM --[starred_actors]--> Cleavon Little --[No Operation]--> Cleavon Little --[(INV) starred_actors]--> Blazing Saddles
Neg LogProb(↓):   0.148999
Path Entropy(↓):  0.474104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of male and female also directed which films
Start Entity:     Male and Female
Gold Answer:      [['The Ten Commandments', 'The Buccaneer', 'Union Pacific', 'Cleopatra', 'The Crusades', 'The Godless Girl', 'The Plainsman', 'The Story of Dr. Wassell', 'The Sign of the Cross', 'The Squaw Man', 'North West Mounted Police', 'Reap the Wild Wind', 'The King of Kings', 'Unconquered', 'The Cheat', 'Madam Satan', 'The Greatest Show on Earth', 'Dynamite', 'Samson and Delilah']]
Predicted Ans:    Cleopatra
Predicted Path:   Male and Female --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra
Path (Raw):       Male and Female --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Cleopatra --[No Operation]--> Cleopatra
Neg LogProb(↓):   0.108232
Path Entropy(↓):  0.475319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in teaching mrs. tingle
Start Entity:     Teaching Mrs. Tingle
Gold Answer:      [['Peter Hyams', 'Jay Parini', 'Krzysztof Krauze', 'Ian McEwan', 'Michael Hoffman', 'Steve Gordon', 'Billy Bob Thornton', 'Jane Goldman', 'Barbara Branden', 'Peter Morgan', 'Christopher Nolan', 'Joe Tiboni', 'Thomas McCarthy', 'David Mamet', 'Kate Kondell', "Jerry O'Connell", 'David S. Goyer', 'Matthew Michael Carnahan', 'John Boorman', 'Matthew Vaughn', 'Matthew Robbins', 'Charles Sturridge', 'Richard Dooling', 'Richard C. Morais', 'Thomas Malory', 'Paul Theroux', 'John August', 'Stephen Gaghan', 'Tom Epperson', 'Juliette Towhidi', 'Guillermo del Toro', 'Tony Gilroy', 'Arthur C. Clarke', 'Peter Yeldham', 'Norman Lindsay', 'Jessica Bendinger', 'Peter Baynham', 'Stephen Rebello', 'Graham Greene', 'Tim Sullivan', 'Peter Straughan', 'Assaf Bernstein', 'Derek Granger', 'Terry George', 'Tim Firth', 'Harold Pinter', 'Mel Brooks', 'Howard Korder', 'Jim Sheridan', 'Steven Knight', 'Billy Ray', 'Mary Gallagher']]
Predicted Ans:    Kevin Williamson
Predicted Path:   Teaching Mrs. Tingle --[starred_actors]--> Barry Watson --[(INV) starred_actors]--> Teaching Mrs. Tingle --[written_by]--> Kevin Williamson
Path (Raw):       Teaching Mrs. Tingle --[starred_actors]--> Barry Watson --[(INV) starred_actors]--> Teaching Mrs. Tingle --[written_by]--> Kevin Williamson
Neg LogProb(↓):   0.775238
Path Entropy(↓):  1.118081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of find me guilty also directed which films
Start Entity:     Find Me Guilty
Gold Answer:      [['Guilty as Sin', 'The Wiz', 'The Fugitive Kind', 'The Anderson Tapes', 'Network', 'The Sea Gull', "Before the Devil Knows You're Dead", 'Gloria', 'The Morning After', 'Murder on the Orient Express', 'Bye Bye Braverman', 'Strip Search', 'The Group', 'Fail Safe', 'The Hill', 'Prince of the City', 'Critical Care', 'Deathtrap', 'Equus', 'Power', 'Family Business', 'Dog Day Afternoon', 'Daniel', 'The Verdict', 'Serpico', 'Night Falls on Manhattan', 'A Stranger Among Us', 'The Pawnbroker', 'Running on Empty', 'The Offence', '12 Angry Men']]
Predicted Ans:    Guilty as Sin
Predicted Path:   Find Me Guilty --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Guilty as Sin
Path (Raw):       Find Me Guilty --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Guilty as Sin --[No Operation]--> Guilty as Sin
Neg LogProb(↓):   1.527372
Path Entropy(↓):  2.661719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the raid 2 directed by
Start Entity:     The Raid 2
Gold Answer:      [['Gareth Evans']]
Predicted Ans:    Gareth Evans
Predicted Path:   The Raid 2 --[directed_by]--> Gareth Evans --[(INV) directed_by]--> The Raid 2 --[directed_by]--> Gareth Evans
Path (Raw):       The Raid 2 --[directed_by]--> Gareth Evans --[(INV) directed_by]--> The Raid 2 --[directed_by]--> Gareth Evans
Neg LogProb(↓):   0.004848
Path Entropy(↓):  0.031922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie latcho drom were in which languages
Start Entity:     Latcho Drom
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Latcho Drom --[written_by]--> Tony Gatlif --[(INV) written_by]--> Mondo --[in_language]--> French
Path (Raw):       Latcho Drom --[written_by]--> Tony Gatlif --[(INV) written_by]--> Mondo --[in_language]--> French
Neg LogProb(↓):   0.028114
Path Entropy(↓):  0.135704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed vampires
Start Entity:     Vampires
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Vampires --[directed_by]--> John Carpenter --[(INV) directed_by]--> The Thing --[in_language]--> Norwegian
Path (Raw):       Vampires --[directed_by]--> John Carpenter --[(INV) directed_by]--> The Thing --[in_language]--> Norwegian
Neg LogProb(↓):   0.703685
Path Entropy(↓):  0.765968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor danielle darrieux starred together with who
Start Entity:     Danielle Darrieux
Gold Answer:      [['Wendell Corey', 'Vic Damone', 'Ava Gardner', 'Jane Powell', 'Michael Rennie', 'Omar Sharif', 'Charles Boyer', 'Catherine Deneuve', 'Walter Hampden', 'Isabelle Huppert', 'James Mason', 'Emmanuelle Béart']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Danielle Darrieux --[(INV) starred_actors]--> Mayerling --[starred_actors]--> Catherine Deneuve
Path (Raw):       Danielle Darrieux --[No Operation]--> Danielle Darrieux --[(INV) starred_actors]--> Mayerling --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.563558
Path Entropy(↓):  1.263797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film undercover brother
Start Entity:     Undercover Brother
Gold Answer:      [['1997', '2008', '2004', '1999', '2002', '2012', '2013']]
Predicted Ans:    2002
Predicted Path:   Undercover Brother --[written_by]--> Michael McCullers --[(INV) written_by]--> Austin Powers in Goldmember --[release_year]--> 2002
Path (Raw):       Undercover Brother --[written_by]--> Michael McCullers --[(INV) written_by]--> Austin Powers in Goldmember --[release_year]--> 2002
Neg LogProb(↓):   0.276772
Path Entropy(↓):  0.760945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film gambit were in which languages
Start Entity:     Gambit
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Gambit --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> The Emperor's Club --[in_language]--> English
Path (Raw):       Gambit --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> The Emperor's Club --[in_language]--> English
Neg LogProb(↓):   0.003149
Path Entropy(↓):  0.025774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is raising helen
Start Entity:     Raising Helen
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Raising Helen --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Raising Helen --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.864703
Path Entropy(↓):  5.220353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie faraway, so close! released
Start Entity:     Faraway, So Close!
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Faraway, So Close! --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Faraway, So Close! --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.892592
Path Entropy(↓):  4.508082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the comedy
Start Entity:     The Comedy
Gold Answer:      [['Rick Alverson']]
Predicted Ans:    Rick Alverson
Predicted Path:   The Comedy --[directed_by]--> Rick Alverson --[(INV) directed_by]--> The Comedy --[directed_by]--> Rick Alverson
Path (Raw):       The Comedy --[directed_by]--> Rick Alverson --[(INV) directed_by]--> The Comedy --[directed_by]--> Rick Alverson
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of black roses
Start Entity:     Black Roses
Gold Answer:      [["Rock 'n' Roll Nightmare"]]
Predicted Ans:    Rock 'n' Roll Nightmare
Predicted Path:   Black Roses --[directed_by]--> John Fasano --[(INV) directed_by]--> Rock 'n' Roll Nightmare
Path (Raw):       Black Roses --[No Operation]--> Black Roses --[directed_by]--> John Fasano --[(INV) directed_by]--> Rock 'n' Roll Nightmare
Neg LogProb(↓):   0.095378
Path Entropy(↓):  0.363651
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor cameron richardson co - starred with who
Start Entity:     Cameron Richardson
Gold Answer:      [['David Cross', 'Jason Lee']]
Predicted Ans:    David Cross
Predicted Path:   Cameron Richardson --[(INV) starred_actors]--> Alvin and the Chipmunks --[starred_actors]--> David Cross
Path (Raw):       Cameron Richardson --[No Operation]--> Cameron Richardson --[(INV) starred_actors]--> Alvin and the Chipmunks --[starred_actors]--> David Cross
Neg LogProb(↓):   0.045820
Path Entropy(↓):  0.182874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is madhouse
Start Entity:     Madhouse
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Madhouse --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Madhouse --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   3.572292
Path Entropy(↓):  4.728440
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed redacted
Start Entity:     Redacted
Gold Answer:      [['1980', '1970', '1946', '1992', '1993', '2006', '1974', '1984', '1968', '1998', '1973', '1932', '1983', '1976', '1972', '1990', '1989', '2002', '1981', '2012', '1986', '2013', '1978', '2000', '1987', '1969', '1952']]
Predicted Ans:    1993
Predicted Path:   Redacted --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Carlito's Way --[release_year]--> 1993
Path (Raw):       Redacted --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Carlito's Way --[release_year]--> 1993
Neg LogProb(↓):   1.264063
Path Entropy(↓):  2.136545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of tim meadows starred movies
Start Entity:     Tim Meadows
Gold Answer:      [['Rosalind Wiseman', 'Jerry Lewis', 'Tina Fey']]
Predicted Ans:    Jerry Lewis
Predicted Path:   Tim Meadows --[(INV) starred_actors]--> The Ladies Man --[written_by]--> Jerry Lewis
Path (Raw):       Tim Meadows --[No Operation]--> Tim Meadows --[(INV) starred_actors]--> The Ladies Man --[written_by]--> Jerry Lewis
Neg LogProb(↓):   0.151457
Path Entropy(↓):  0.464751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does patty duke star in
Start Entity:     Patty Duke
Gold Answer:      [['Valley of the Dolls']]
Predicted Ans:    Valley of the Dolls
Predicted Path:   Patty Duke --[(INV) starred_actors]--> Valley of the Dolls --[starred_actors]--> Paul Burke --[(INV) starred_actors]--> Valley of the Dolls
Path (Raw):       Patty Duke --[(INV) starred_actors]--> Valley of the Dolls --[starred_actors]--> Paul Burke --[(INV) starred_actors]--> Valley of the Dolls
Neg LogProb(↓):   0.186466
Path Entropy(↓):  0.457954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by gabriel axel were released in which years
Start Entity:     Gabriel Axel
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Gabriel Axel --[(INV) directed_by]--> Babette's Feast --[release_year]--> 1987
Path (Raw):       Gabriel Axel --[No Operation]--> Gabriel Axel --[(INV) directed_by]--> Babette's Feast --[release_year]--> 1987
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by william j. cowen were released in which years
Start Entity:     William J. Cowen
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   William J. Cowen --[(INV) written_by]--> They Gave Him a Gun --[release_year]--> 1937
Path (Raw):       William J. Cowen --[No Operation]--> William J. Cowen --[(INV) written_by]--> They Gave Him a Gun --[release_year]--> 1937
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the preacher's wife is also the director of which films
Start Entity:     The Preacher's Wife
Gold Answer:      [["Jumpin' Jack Flash", 'Awakenings', 'Renaissance Man', 'Riding in Cars with Boys', 'Big', 'A League of Their Own']]
Predicted Ans:    A League of Their Own
Predicted Path:   The Preacher's Wife --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own
Path (Raw):       The Preacher's Wife --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[No Operation]--> A League of Their Own
Neg LogProb(↓):   0.589828
Path Entropy(↓):  1.280255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie torrente, el brazo tonto de la ley
Start Entity:     Torrente, el brazo tonto de la ley
Gold Answer:      [['Santiago Segura']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   Torrente, el brazo tonto de la ley --[written_by]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[written_by]--> Álex de la Iglesia
Path (Raw):       Torrente, el brazo tonto de la ley --[written_by]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[written_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.568816
Path Entropy(↓):  0.685308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with medicine man fall under
Start Entity:     Medicine Man
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Medicine Man --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[has_genre]--> Adventure
Path (Raw):       Medicine Man --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[has_genre]--> Adventure
Neg LogProb(↓):   0.593055
Path Entropy(↓):  1.476292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the kon - tiki director release
Start Entity:     Kon-Tiki
Gold Answer:      [['2006']]
Predicted Ans:    2012
Predicted Path:   Kon-Tiki --[directed_by]--> Joachim Rønning --[(INV) directed_by]--> Kon-Tiki --[release_year]--> 2012
Path (Raw):       Kon-Tiki --[directed_by]--> Joachim Rønning --[(INV) directed_by]--> Kon-Tiki --[release_year]--> 2012
Neg LogProb(↓):   0.799711
Path Entropy(↓):  1.601216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same director of sphere
Start Entity:     Sphere
Gold Answer:      [['Good Morning, Vietnam', 'Avalon', 'Diner', 'What Just Happened', 'Jimmy Hollywood', 'Bugsy', 'Rain Man', 'An Everlasting Piece', 'The Natural', 'Tin Men', 'Disclosure', 'Envy', 'The Bay', 'Man of the Year', 'Liberty Heights', "You Don't Know Jack", 'Young Sherlock Holmes', 'Bandits', 'Toys', 'Sleepers', 'Wag the Dog']]
Predicted Ans:    An Everlasting Piece
Predicted Path:   Sphere --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece
Path (Raw):       Sphere --[No Operation]--> Sphere --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece
Neg LogProb(↓):   0.720372
Path Entropy(↓):  1.396677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by claudia llosa
Start Entity:     Claudia Llosa
Gold Answer:      [['Aloft', 'The Milk of Sorrow']]
Predicted Ans:    Aloft
Predicted Path:   Claudia Llosa --[(INV) written_by]--> Aloft --[written_by]--> Claudia Llosa --[(INV) written_by]--> Aloft
Path (Raw):       Claudia Llosa --[(INV) written_by]--> Aloft --[written_by]--> Claudia Llosa --[(INV) written_by]--> Aloft
Neg LogProb(↓):   0.004869
Path Entropy(↓):  0.033855
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
A fine mess is a film written by this person
Start Entity:     A Fine Mess
Gold Answer:      [['Blake Edwards']]
Predicted Ans:    Blake Edwards
Predicted Path:   A Fine Mess --[written_by]--> Blake Edwards --[(INV) written_by]--> S.O.B. --[written_by]--> Blake Edwards
Path (Raw):       A Fine Mess --[written_by]--> Blake Edwards --[(INV) written_by]--> S.O.B. --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.257899
Path Entropy(↓):  0.743374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of vanilla sky were directed by who
Start Entity:     Vanilla Sky
Gold Answer:      [['Art Linson', 'Mateo Gil', 'Alejandro Amenábar', 'Amy Heckerling', 'Cameron Crowe']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Vanilla Sky --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[directed_by]--> Cameron Crowe
Path (Raw):       Vanilla Sky --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   0.116998
Path Entropy(↓):  0.519713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the house on 56th street in
Start Entity:     The House on 56th Street
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The House on 56th Street --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Path (Raw):       The House on 56th Street --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film elena
Start Entity:     Elena
Gold Answer:      [['2006', '2003', '2014', '2007']]
Predicted Ans:    2014
Predicted Path:   Elena --[directed_by]--> Andrey Zvyagintsev --[(INV) directed_by]--> Leviathan --[release_year]--> 2014
Path (Raw):       Elena --[directed_by]--> Andrey Zvyagintsev --[(INV) directed_by]--> Leviathan --[release_year]--> 2014
Neg LogProb(↓):   0.530329
Path Entropy(↓):  0.817982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie harry potter and the order of the phoenix were in which genres
Start Entity:     Harry Potter and the Order of the Phoenix
Gold Answer:      [['Drama', 'Fantasy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Harry Potter and the Order of the Phoenix --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> December Boys --[has_genre]--> Drama
Path (Raw):       Harry Potter and the Order of the Phoenix --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> December Boys --[has_genre]--> Drama
Neg LogProb(↓):   0.215880
Path Entropy(↓):  0.637206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie hurricane streets released
Start Entity:     Hurricane Streets
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Hurricane Streets --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       Hurricane Streets --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   3.039706
Path Entropy(↓):  4.562109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie fred claus
Start Entity:     Fred Claus
Gold Answer:      [['Vince Vaughn', 'Paul Giamatti']]
Predicted Ans:    Paul Giamatti
Predicted Path:   Fred Claus --[starred_actors]--> Paul Giamatti --[(INV) starred_actors]--> Cold Souls --[starred_actors]--> Paul Giamatti
Path (Raw):       Fred Claus --[starred_actors]--> Paul Giamatti --[(INV) starred_actors]--> Cold Souls --[starred_actors]--> Paul Giamatti
Neg LogProb(↓):   0.016778
Path Entropy(↓):  0.104579
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with chrysanthy balis
Start Entity:     Chrysanthy Balis
Gold Answer:      [['Robert Bloch', 'Patrick Marber', 'Patrick McGrath']]
Predicted Ans:    Robert Bloch
Predicted Path:   Chrysanthy Balis --[(INV) written_by]--> Asylum --[written_by]--> Robert Bloch
Path (Raw):       Chrysanthy Balis --[No Operation]--> Chrysanthy Balis --[(INV) written_by]--> Asylum --[written_by]--> Robert Bloch
Neg LogProb(↓):   0.120590
Path Entropy(↓):  0.420155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of celia weston starred movies
Start Entity:     Celia Weston
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Celia Weston --[(INV) starred_actors]--> Demoted --[release_year]--> 2011
Path (Raw):       Celia Weston --[No Operation]--> Celia Weston --[(INV) starred_actors]--> Demoted --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film the slammin'salmon
Start Entity:     The Slammin' Salmon
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Slammin' Salmon --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Slammin' Salmon --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.245168
Path Entropy(↓):  4.431382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by vakhtang kikabidze
Start Entity:     Vakhtang Kikabidze
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Vakhtang Kikabidze --[(INV) starred_actors]--> Mimino --[release_year]--> 1977
Path (Raw):       Vakhtang Kikabidze --[No Operation]--> Vakhtang Kikabidze --[(INV) starred_actors]--> Mimino --[release_year]--> 1977
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with keith fall under
Start Entity:     Keith
Gold Answer:      [['Horror']]
Predicted Ans:    Drama
Predicted Path:   Keith --[starred_actors]--> Jesse McCartney --[(INV) starred_actors]--> Keith --[has_genre]--> Drama
Path (Raw):       Keith --[starred_actors]--> Jesse McCartney --[(INV) starred_actors]--> Keith --[has_genre]--> Drama
Neg LogProb(↓):   0.368779
Path Entropy(↓):  0.641292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by marcel moussy
Start Entity:     Marcel Moussy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marcel Moussy --[(INV) written_by]--> The 400 Blows --[has_genre]--> Drama
Path (Raw):       Marcel Moussy --[No Operation]--> Marcel Moussy --[(INV) written_by]--> The 400 Blows --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with scatman crothers
Start Entity:     Scatman Crothers
Gold Answer:      [['Barry White', 'Charles Gordone', 'Shelley Duvall', 'Danny Lloyd', 'Jack Nicholson']]
Predicted Ans:    Scatman Crothers
Predicted Path:   Scatman Crothers --[(INV) starred_actors]--> Coonskin --[starred_actors]--> Scatman Crothers
Path (Raw):       Scatman Crothers --[No Operation]--> Scatman Crothers --[(INV) starred_actors]--> Coonskin --[starred_actors]--> Scatman Crothers
Neg LogProb(↓):   0.207468
Path Entropy(↓):  0.648549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the director of london to brighton
Start Entity:     London to Brighton
Gold Answer:      [['Paul Andrew Williams']]
Predicted Ans:    Paul Andrew Williams
Predicted Path:   London to Brighton --[directed_by]--> Paul Andrew Williams --[(INV) directed_by]--> The Cottage --[directed_by]--> Paul Andrew Williams
Path (Raw):       London to Brighton --[directed_by]--> Paul Andrew Williams --[(INV) directed_by]--> The Cottage --[directed_by]--> Paul Andrew Williams
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the red badge of courage
Start Entity:     The Red Badge of Courage
Gold Answer:      [['The Asphalt Jungle', 'Reflections in a Golden Eye', 'The Life and Times of Judge Roy Bean', 'The Man Who Would Be King', 'The Night of the Iguana', 'The Roots of Heaven', 'The African Queen', 'Heaven Knows, Mr. Allison', 'Key Largo', 'Moulin Rouge', 'Fat City', 'Across the Pacific', 'Annie', 'On Our Merry Way', 'The Dead', "Prizzi's Honor", 'In This Our Life', 'The Maltese Falcon', 'Under the Volcano', 'Love and Bullets', 'The Misfits', 'Beat the Devil', 'The Treasure of the Sierra Madre', 'The List of Adrian Messenger', 'The Unforgiven', 'The Kremlin Letter', 'Wise Blood', 'Moby Dick']]
Predicted Ans:    The Treasure of the Sierra Madre
Predicted Path:   The Red Badge of Courage --[directed_by]--> John Huston --[(INV) directed_by]--> The Treasure of the Sierra Madre
Path (Raw):       The Red Badge of Courage --[directed_by]--> John Huston --[(INV) directed_by]--> The Treasure of the Sierra Madre --[No Operation]--> The Treasure of the Sierra Madre
Neg LogProb(↓):   1.017770
Path Entropy(↓):  1.728551
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the little princess
Start Entity:     The Little Princess
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   The Little Princess --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       The Little Princess --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   0.807986
Path Entropy(↓):  1.935614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by diane english fall under
Start Entity:     Diane English
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Diane English --[(INV) written_by]--> The Women --[has_genre]--> Comedy
Path (Raw):       Diane English --[No Operation]--> Diane English --[(INV) written_by]--> The Women --[has_genre]--> Comedy
Neg LogProb(↓):   1.190987
Path Entropy(↓):  1.362926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of lucky numbers
Start Entity:     Lucky Numbers
Gold Answer:      [['Adam Resnick']]
Predicted Ans:    Adam Resnick
Predicted Path:   Lucky Numbers --[written_by]--> Adam Resnick --[(INV) written_by]--> Cabin Boy --[directed_by]--> Adam Resnick
Path (Raw):       Lucky Numbers --[written_by]--> Adam Resnick --[(INV) written_by]--> Cabin Boy --[directed_by]--> Adam Resnick
Neg LogProb(↓):   0.092855
Path Entropy(↓):  0.311129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of miami vice is also the director of which movies
Start Entity:     Miami Vice
Gold Answer:      [['The Jericho Mile', 'Thief', 'The Insider', 'Ali', 'Manhunter', 'Public Enemies', 'Blackhat', 'The Last of the Mohicans', 'Heat', 'Collateral', 'The Keep']]
Predicted Ans:    The Insider
Predicted Path:   Miami Vice --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider
Path (Raw):       Miami Vice --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[No Operation]--> The Insider
Neg LogProb(↓):   0.855174
Path Entropy(↓):  1.919252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film arrowhead
Start Entity:     Arrowhead
Gold Answer:      [['Charles Marquis Warren']]
Predicted Ans:    Charles Marquis Warren
Predicted Path:   Arrowhead --[written_by]--> Charles Marquis Warren --[(INV) written_by]--> Arrowhead --[written_by]--> Charles Marquis Warren
Path (Raw):       Arrowhead --[written_by]--> Charles Marquis Warren --[(INV) written_by]--> Arrowhead --[written_by]--> Charles Marquis Warren
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by chrysanthy balis were directed by who
Start Entity:     Chrysanthy Balis
Gold Answer:      [['David R. Ellis', 'David Mackenzie', 'Roy Ward Baker']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Chrysanthy Balis --[(INV) written_by]--> Asylum --[directed_by]--> Roy Ward Baker
Path (Raw):       Chrysanthy Balis --[No Operation]--> Chrysanthy Balis --[(INV) written_by]--> Asylum --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   0.517492
Path Entropy(↓):  0.708990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in steal big steal little
Start Entity:     Steal Big Steal Little
Gold Answer:      [['George Armitage', 'Mike Nichols', 'Patrick Read Johnson', 'Eddy Terstall', 'Marshall Brickman', 'Bruce Beresford', 'Bud Yorkin', 'Tamara Jenkins', 'Christopher Nolan', 'Fisher Stevens', 'Simon Brand', 'Ben Affleck', 'Brian Grant', 'Robert Ellis Miller', 'Barry Sonnenfeld', 'John Cassavetes', 'Sam Pillsbury', 'Terence Young', 'John Mackenzie', 'Valerie Faris', 'Jonathan Dayton', 'Herbert Ross', 'Richard Rush', 'Gavin Hood', 'Joe Johnston', 'Harvey Miller', 'Chazz Palminteri', 'Jules Bass', 'Rod Holcomb', 'Stuart Baird', 'Arthur Hiller']]
Predicted Ans:    Simon Brand
Predicted Path:   Steal Big Steal Little --[starred_actors]--> Joe Pantoliano --[(INV) starred_actors]--> Unknown --[directed_by]--> Simon Brand
Path (Raw):       Steal Big Steal Little --[starred_actors]--> Joe Pantoliano --[(INV) starred_actors]--> Unknown --[directed_by]--> Simon Brand
Neg LogProb(↓):   0.289483
Path Entropy(↓):  0.777400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie foreign correspondent
Start Entity:     Foreign Correspondent
Gold Answer:      [['Walter Hart', 'Robert L. Buckner', 'Owen Wister', 'Sidney Kingsley', 'Jerome Cady', 'Kathleen Winsor', 'Edith Fitzgerald', 'Neil H. Swanson', 'Samson Raphaelson', 'Neil Jordan', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Ferenc Molnár', 'Rudyard Kipling', 'Anita Loos', 'Albert Lewin', 'Richard Connell', 'John Twist', 'Charles Einstein', 'Melchior Lengyel', 'Lewis R. Foster', 'Robert Russell', 'Frank Ross', 'Richard Flournoy', 'Mordaunt Shairp', 'David Ondaatje', 'Corydon M. Wassell', 'Colette', 'James Hilton', 'Joseph L. Mankiewicz', 'Guy Bolton', 'Rachel Crothers', 'Howard Lindsay', 'Russel Crouse', 'Preston Sturges', 'Wolf Rilla', 'Ernest Haycox', 'Jane Hinton', 'Arthur Sheekman', 'John Wyndham', 'John Meehan', 'John Gay', 'Sir Walter Scott', 'Lillian Hellman', 'Alfred Hitchcock', 'Fredric M. Frank', 'Alma Reville', 'Helen Simpson', 'Walter C. Mycroft', 'Vladimir Jabotinsky', 'W. Somerset Maugham', 'Ron Nyswaner', 'Leon G. Turrou', 'Philip Dunne', 'Casey Robinson', 'Fredric Brown', 'Elizabeth Taylor', 'Harold Lamb', 'Barré Lyndon', 'Marie Belloc Lowndes', 'Fabrice Canepa', 'Edmund H. North', 'Ernest K. Gann', 'Frank Fenton', 'Lynn Root', 'Hubert Cornfield', 'Charles Williams', 'Joe David Brown', 'Jules Verne', 'Roberto Rossellini', 'Clemence Dane', 'Jay Anania', 'Leslie Charteris', 'Æneas MacKenzie', 'Marguerite Roberts', 'Noel Langley', 'Nathaniel Hawthorne', 'S.K. Lauren', 'Salka Viertel', 'Garrett Fort', 'Oscar Wilde', 'Charles Martin']]
Predicted Ans:    Guy Bolton
Predicted Path:   Foreign Correspondent --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Angel --[written_by]--> Guy Bolton
Path (Raw):       Foreign Correspondent --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Angel --[written_by]--> Guy Bolton
Neg LogProb(↓):   1.021668
Path Entropy(↓):  2.074231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie heartless
Start Entity:     Heartless
Gold Answer:      [['Clémence Poésy', 'Jim Sturgess']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Heartless --[starred_actors]--> Jim Sturgess --[(INV) starred_actors]--> Fifty Dead Men Walking --[starred_actors]--> Ben Kingsley
Path (Raw):       Heartless --[starred_actors]--> Jim Sturgess --[(INV) starred_actors]--> Fifty Dead Men Walking --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.323330
Path Entropy(↓):  0.660925
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of stewart raffill directed films
Start Entity:     Stewart Raffill
Gold Answer:      [['Steve Feke', 'Stanford Sherman']]
Predicted Ans:    Stewart Raffill
Predicted Path:   Stewart Raffill --[(INV) directed_by]--> The Ice Pirates --[written_by]--> Stewart Raffill
Path (Raw):       Stewart Raffill --[No Operation]--> Stewart Raffill --[(INV) directed_by]--> The Ice Pirates --[written_by]--> Stewart Raffill
Neg LogProb(↓):   0.213968
Path Entropy(↓):  0.724258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose directors also directed four daughters
Start Entity:     Four Daughters
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Four Daughters --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       Four Daughters --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.162091
Path Entropy(↓):  0.439621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with woody allen
Start Entity:     Woody Allen
Gold Answer:      [['Howard Morris', 'Francis Ford Coppola', 'Martin Scorsese', 'Penny Panayotopoulou', 'Marco Martins']]
Predicted Ans:    Woody Allen
Predicted Path:   Woody Allen --[(INV) directed_by]--> September --[directed_by]--> Woody Allen
Path (Raw):       Woody Allen --[No Operation]--> Woody Allen --[(INV) directed_by]--> September --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.548933
Path Entropy(↓):  1.597367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share screenwriters with the movie page eight
Start Entity:     Page Eight
Gold Answer:      [['2008', '1985', '2014', '2002']]
Predicted Ans:    1985
Predicted Path:   Page Eight --[written_by]--> David Hare --[(INV) written_by]--> Plenty --[release_year]--> 1985
Path (Raw):       Page Eight --[written_by]--> David Hare --[(INV) written_by]--> Plenty --[release_year]--> 1985
Neg LogProb(↓):   0.718980
Path Entropy(↓):  1.178881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by lana wilson fall under
Start Entity:     Lana Wilson
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Lana Wilson --[(INV) directed_by]--> After Tiller --[has_genre]--> Documentary
Path (Raw):       Lana Wilson --[No Operation]--> Lana Wilson --[(INV) directed_by]--> After Tiller --[has_genre]--> Documentary
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of jurassic park
Start Entity:     Jurassic Park
Gold Answer:      [['Harrison Ford', 'David Wayne', 'Paul Walker', 'Willem Dafoe', 'Forest Whitaker', 'Rob Lowe', 'Michael Douglas', 'Karen Allen', 'James Spader', 'Shia LaBeouf', 'Laura Linney', 'Albert Finney', 'Kyle MacLachlan', 'Donald Sutherland', 'James Franco', 'John Turturro', 'James Coburn', 'Kevin Bacon', 'Tobey Maguire', 'Yul Brynner', 'Tom Cruise', 'Dylan McDermott', 'Tim Curry', 'Ernie Hudson', 'Dylan Walsh', 'Gerard Butler', 'Harvey Keitel', 'Sean Penn', 'Richard Benjamin', 'James Brolin', 'Greg Kinnear', 'Helen Hunt', 'Billy Connolly', 'Penelope Ann Miller', 'Rip Torn', 'Andrew Divoff', 'Isabella Rossellini', 'Sharon Stone', 'Harry Dean Stanton', 'Arthur Hill', 'Samuel L. Jackson', 'Dania Ramirez', 'Kirstie Alley', 'Cynthia Rhodes', 'Gene Simmons', "Frances O'Connor", 'Kirsten Dunst', 'Bill Paxton', 'Goldie Hawn', 'Nicolas Cage', 'John Leguizamo', 'Meryl Streep', 'Tom Selleck', 'Cate Blanchett', 'Suzy Amis', 'Sean Connery', 'Dakota Fanning', 'Sean Astin', 'Susan Dey', 'Bruce Willis', 'Dustin Hoffman', 'Elizabeth Ashley', 'Dwight Yoakam', 'Wil Wheaton', 'Demi Moore', 'Kate Reid', 'Justin Chatwin', 'Johnny Depp', 'Dermot Mulroney', 'Elisabeth Shue', 'Carla Gugino', 'Kristen Stewart', 'Crispin Glover', 'George Segal', 'Gary Sinise', 'Antonio Banderas', 'Wesley Snipes', 'Al Pacino', 'Jodie Foster', 'Geneviève Bujold', 'James Olson']]
Predicted Ans:    Yul Brynner
Predicted Path:   Jurassic Park --[written_by]--> Michael Crichton --[(INV) written_by]--> Westworld --[starred_actors]--> Yul Brynner
Path (Raw):       Jurassic Park --[written_by]--> Michael Crichton --[(INV) written_by]--> Westworld --[starred_actors]--> Yul Brynner
Neg LogProb(↓):   0.869712
Path Entropy(↓):  0.758620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed rough night in jericho
Start Entity:     Rough Night in Jericho
Gold Answer:      [['Arnold Laven']]
Predicted Ans:    Arnold Laven
Predicted Path:   Rough Night in Jericho --[directed_by]--> Arnold Laven --[(INV) directed_by]--> Geronimo --[directed_by]--> Arnold Laven
Path (Raw):       Rough Night in Jericho --[directed_by]--> Arnold Laven --[(INV) directed_by]--> Geronimo --[directed_by]--> Arnold Laven
Neg LogProb(↓):   0.270960
Path Entropy(↓):  0.644268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the landlord
Start Entity:     The Landlord
Gold Answer:      [['Paris Qualles', 'Ted Berman', 'Megan Griffiths', 'Robert Towne', 'Neil Simon', 'Daniel P. Mannix', 'Barry Levinson', 'Mort W. Elkind', 'Warren Beatty', 'Randal Kleiser', 'John Irving', 'Jonathan Lynn', 'Sidney Poitier', 'Chong Kim', 'Richard B. Phillips', 'Steve Kloves', 'Brian Taggert', 'Beau Thorne', 'Irving Ravetch', 'Tony Richardson', 'A.E.W. Mason', 'Michael Hofmann', 'Eric Steven Stahl', 'Lorraine Hansberry', 'Nicholas E. Baehr']]
Predicted Ans:    Eric Steven Stahl
Predicted Path:   The Landlord --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[written_by]--> Eric Steven Stahl
Path (Raw):       The Landlord --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[written_by]--> Eric Steven Stahl
Neg LogProb(↓):   0.180969
Path Entropy(↓):  0.538998
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by nanami sakuraba release
Start Entity:     Nanami Sakuraba
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Nanami Sakuraba --[(INV) starred_actors]--> Summer Wars --[release_year]--> 2009
Path (Raw):       Nanami Sakuraba --[No Operation]--> Nanami Sakuraba --[(INV) starred_actors]--> Summer Wars --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by fernando barreda luna
Start Entity:     Fernando Barreda Luna
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Fernando Barreda Luna --[(INV) directed_by]--> Atrocious --[in_language]--> Spanish
Path (Raw):       Fernando Barreda Luna --[No Operation]--> Fernando Barreda Luna --[(INV) directed_by]--> Atrocious --[in_language]--> Spanish
Neg LogProb(↓):   0.001050
Path Entropy(↓):  0.008248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did abdel raouf dafri write the story for
Start Entity:     Abdel Raouf Dafri
Gold Answer:      [['A Prophet']]
Predicted Ans:    A Prophet
Predicted Path:   Abdel Raouf Dafri --[(INV) written_by]--> A Prophet --[written_by]--> Nicolas Peufaillit --[(INV) written_by]--> A Prophet
Path (Raw):       Abdel Raouf Dafri --[(INV) written_by]--> A Prophet --[written_by]--> Nicolas Peufaillit --[(INV) written_by]--> A Prophet
Neg LogProb(↓):   0.014942
Path Entropy(↓):  0.079320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with deena goldstone
Start Entity:     Deena Goldstone
Gold Answer:      [['Ellyn Bache']]
Predicted Ans:    Deena Goldstone
Predicted Path:   Deena Goldstone --[(INV) written_by]--> Safe Passage --[written_by]--> Deena Goldstone
Path (Raw):       Deena Goldstone --[No Operation]--> Deena Goldstone --[(INV) written_by]--> Safe Passage --[written_by]--> Deena Goldstone
Neg LogProb(↓):   0.021086
Path Entropy(↓):  0.101386
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in island of fire
Start Entity:     Island of Fire
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Island of Fire --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Path (Raw):       Island of Fire --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Neg LogProb(↓):   0.769274
Path Entropy(↓):  1.056431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with bebe daniels
Start Entity:     Bebe Daniels
Gold Answer:      [['Gladys George', 'Ricardo Cortez', 'Dudley Digges', 'Humphrey Bogart', 'Mary Astor', 'Peter Lorre']]
Predicted Ans:    Peter Lorre
Predicted Path:   Bebe Daniels --[(INV) starred_actors]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Path (Raw):       Bebe Daniels --[No Operation]--> Bebe Daniels --[(INV) starred_actors]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.561032
Path Entropy(↓):  1.406733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of mutiny on the bounty
Start Entity:     Mutiny on the Bounty
Gold Answer:      [['Frank Lloyd']]
Predicted Ans:    Carol Reed
Predicted Path:   Mutiny on the Bounty --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Path (Raw):       Mutiny on the Bounty --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Neg LogProb(↓):   0.687959
Path Entropy(↓):  1.503193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of george eastman acted films
Start Entity:     George Eastman
Gold Answer:      [['Jack London']]
Predicted Ans:    Jack London
Predicted Path:   George Eastman --[(INV) starred_actors]--> The Call of the Wild --[written_by]--> Jack London
Path (Raw):       George Eastman --[No Operation]--> George Eastman --[(INV) starred_actors]--> The Call of the Wild --[written_by]--> Jack London
Neg LogProb(↓):   0.693148
Path Entropy(↓):  0.693152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by robert gordon
Start Entity:     Robert Gordon
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Robert Gordon --[(INV) written_by]--> Galaxy Quest --[has_genre]--> Adventure
Path (Raw):       Robert Gordon --[No Operation]--> Robert Gordon --[(INV) written_by]--> Galaxy Quest --[has_genre]--> Adventure
Neg LogProb(↓):   0.484373
Path Entropy(↓):  0.665949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jeffrey eugenides written movies
Start Entity:     Jeffrey Eugenides
Gold Answer:      [['1999', '2010']]
Predicted Ans:    2010
Predicted Path:   Jeffrey Eugenides --[(INV) written_by]--> The Switch --[release_year]--> 2010
Path (Raw):       Jeffrey Eugenides --[No Operation]--> Jeffrey Eugenides --[(INV) written_by]--> The Switch --[release_year]--> 2010
Neg LogProb(↓):   0.002505
Path Entropy(↓):  0.017488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by paul iacono in
Start Entity:     Paul Iacono
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Iacono --[(INV) starred_actors]--> G.B.F. --[has_genre]--> Comedy
Path (Raw):       Paul Iacono --[No Operation]--> Paul Iacono --[(INV) starred_actors]--> G.B.F. --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor claudia gerini appeared in the same movie with who
Start Entity:     Claudia Gerini
Gold Answer:      [['Sergio Castellitto', 'Penélope Cruz']]
Predicted Ans:    Penélope Cruz
Predicted Path:   Claudia Gerini --[(INV) starred_actors]--> Don't Move --[starred_actors]--> Penélope Cruz
Path (Raw):       Claudia Gerini --[No Operation]--> Claudia Gerini --[(INV) starred_actors]--> Don't Move --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   0.002805
Path Entropy(↓):  0.020319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film disclosure starred which actors
Start Entity:     Disclosure
Gold Answer:      [['Demi Moore', 'Donald Sutherland', 'Michael Douglas']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Disclosure --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       Disclosure --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.287440
Path Entropy(↓):  1.046010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does juan jose camero appear in
Start Entity:     Juan José Camero
Gold Answer:      [['Nazareno Cruz and the Wolf']]
Predicted Ans:    Nazareno Cruz and the Wolf
Predicted Path:   Juan José Camero --[(INV) starred_actors]--> Nazareno Cruz and the Wolf --[written_by]--> Leonardo Favio --[(INV) written_by]--> Nazareno Cruz and the Wolf
Path (Raw):       Juan José Camero --[(INV) starred_actors]--> Nazareno Cruz and the Wolf --[written_by]--> Leonardo Favio --[(INV) written_by]--> Nazareno Cruz and the Wolf
Neg LogProb(↓):   0.004644
Path Entropy(↓):  0.030061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by leo mccarey
Start Entity:     Leo McCarey
Gold Answer:      [['H.C. Potter', 'Garson Kanin', 'Glenn Gordon Caron']]
Predicted Ans:    Leo McCarey
Predicted Path:   Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[directed_by]--> Leo McCarey
Path (Raw):       Leo McCarey --[No Operation]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.644701
Path Entropy(↓):  1.651736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Lili marleen is a film written by this person
Start Entity:     Lili Marleen
Gold Answer:      [['Lale Andersen', 'Rainer Werner Fassbinder']]
Predicted Ans:    Lale Andersen
Predicted Path:   Lili Marleen --[written_by]--> Lale Andersen --[(INV) written_by]--> Lili Marleen --[written_by]--> Lale Andersen
Path (Raw):       Lili Marleen --[written_by]--> Lale Andersen --[(INV) written_by]--> Lili Marleen --[written_by]--> Lale Andersen
Neg LogProb(↓):   0.123291
Path Entropy(↓):  0.390724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was boyd oxlade the writer of
Start Entity:     Boyd Oxlade
Gold Answer:      [['Death in Brunswick']]
Predicted Ans:    Death in Brunswick
Predicted Path:   Boyd Oxlade --[(INV) written_by]--> Death in Brunswick --[written_by]--> Boyd Oxlade --[(INV) written_by]--> Death in Brunswick
Path (Raw):       Boyd Oxlade --[(INV) written_by]--> Death in Brunswick --[written_by]--> Boyd Oxlade --[(INV) written_by]--> Death in Brunswick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the witnesses
Start Entity:     The Witnesses
Gold Answer:      [['Stephen Lang', 'Nicki Aycox', 'Henry Ian Cusick', 'Gérard Depardieu', 'Wadeck Stanczak', 'Michel Blanc', 'Catherine Deneuve', 'Alexis Loret', 'Marthe Villalonga', 'Lambert Wilson', 'Juliette Binoche', 'Gaspard Ulliel', 'Daniel Auteuil', 'Isabelle Adjani', 'Emmanuelle Béart']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   The Witnesses --[directed_by]--> André Téchiné --[(INV) directed_by]--> My Favorite Season --[starred_actors]--> Catherine Deneuve
Path (Raw):       The Witnesses --[directed_by]--> André Téchiné --[(INV) directed_by]--> My Favorite Season --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.489020
Path Entropy(↓):  0.799945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did lee kirk write
Start Entity:     Lee Kirk
Gold Answer:      [['The Giant Mechanical Man']]
Predicted Ans:    The Giant Mechanical Man
Predicted Path:   Lee Kirk --[(INV) written_by]--> The Giant Mechanical Man --[written_by]--> Lee Kirk --[(INV) written_by]--> The Giant Mechanical Man
Path (Raw):       Lee Kirk --[(INV) written_by]--> The Giant Mechanical Man --[written_by]--> Lee Kirk --[(INV) written_by]--> The Giant Mechanical Man
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of cedar rapids
Start Entity:     Cedar Rapids
Gold Answer:      [['Jennifer Aniston', 'Portia Doubleday', 'Steve Carell', 'Michael Cera', 'Jennifer Garner', 'Mike White', 'Ed Oxenbould']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Cedar Rapids --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> The Good Girl --[starred_actors]--> Jennifer Aniston
Path (Raw):       Cedar Rapids --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> The Good Girl --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.607263
Path Entropy(↓):  1.018586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by maniac writers release
Start Entity:     Maniac
Gold Answer:      [['2007', '2008', '2003', '1936', '2006', '1977']]
Predicted Ans:    2003
Predicted Path:   Maniac --[written_by]--> Alexandre Aja --[(INV) written_by]--> High Tension --[release_year]--> 2003
Path (Raw):       Maniac --[written_by]--> Alexandre Aja --[(INV) written_by]--> High Tension --[release_year]--> 2003
Neg LogProb(↓):   0.639450
Path Entropy(↓):  1.174819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did jay chandrasekhar write
Start Entity:     Jay Chandrasekhar
Gold Answer:      [['Super Troopers', 'Club Dread']]
Predicted Ans:    The Babymakers
Predicted Path:   Jay Chandrasekhar --[(INV) directed_by]--> The Babymakers --[directed_by]--> Jay Chandrasekhar --[(INV) directed_by]--> The Babymakers
Path (Raw):       Jay Chandrasekhar --[(INV) directed_by]--> The Babymakers --[directed_by]--> Jay Chandrasekhar --[(INV) directed_by]--> The Babymakers
Neg LogProb(↓):   0.631254
Path Entropy(↓):  1.344763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by no such thing actors
Start Entity:     No Such Thing
Gold Answer:      [['Audrey Wells', 'Vincenzo Natali', 'Jaco Van Dormael', 'Isabel Coixet', 'Terry Gilliam', 'Kathryn Bigelow', 'Doug Liman', 'Zack Snyder', 'John Greyson', 'George A. Romero']]
Predicted Ans:    Isabel Coixet
Predicted Path:   No Such Thing --[starred_actors]--> Sarah Polley --[(INV) starred_actors]--> My Life Without Me --[directed_by]--> Isabel Coixet
Path (Raw):       No Such Thing --[starred_actors]--> Sarah Polley --[(INV) starred_actors]--> My Life Without Me --[directed_by]--> Isabel Coixet
Neg LogProb(↓):   0.098941
Path Entropy(↓):  0.387035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed jamaica inn
Start Entity:     Jamaica Inn
Gold Answer:      [['Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Jamaica Inn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue --[has_genre]--> Comedy
Path (Raw):       Jamaica Inn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue --[has_genre]--> Comedy
Neg LogProb(↓):   0.909522
Path Entropy(↓):  1.758285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of yes also starred in which movies
Start Entity:     Yes
Gold Answer:      [['Children of the Revolution', 'Pleasantville', 'The Hunter', 'In the Mouth of Madness', 'Wonderland', 'I Really Hate My Job', 'The Crucible', 'Enigma', 'Nixon', 'The Upside of Anger', 'The Piano', 'Attack Force Z', 'Angel', 'The Contender', 'Dirty Deeds', 'Country Life', 'Death in Brunswick', 'Dead Calm', 'Life During Wartime', 'The Hunt for Red October', 'Searching for Bobby Fischer', 'Ivanhoe', 'Zeisters', 'The Ice Storm', 'Event Horizon', 'Trumbo', 'Possession', 'Irresistible', 'Memoirs of an Invisible Man']]
Predicted Ans:    Enigma
Predicted Path:   Yes --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma
Path (Raw):       Yes --[starred_actors]--> Sam Neill --[No Operation]--> Sam Neill --[(INV) starred_actors]--> Enigma
Neg LogProb(↓):   0.863043
Path Entropy(↓):  1.302281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Clare kilner was the director on which movies
Start Entity:     Clare Kilner
Gold Answer:      [['The Wedding Date', 'American Virgin', 'How to Deal']]
Predicted Ans:    How to Deal
Predicted Path:   Clare Kilner --[(INV) directed_by]--> The Wedding Date --[directed_by]--> Clare Kilner --[(INV) directed_by]--> How to Deal
Path (Raw):       Clare Kilner --[(INV) directed_by]--> The Wedding Date --[directed_by]--> Clare Kilner --[(INV) directed_by]--> How to Deal
Neg LogProb(↓):   1.294073
Path Entropy(↓):  2.278077
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Leslie iwerks directed which movies
Start Entity:     Leslie Iwerks
Gold Answer:      [['The Pixar Story']]
Predicted Ans:    The Pixar Story
Predicted Path:   Leslie Iwerks --[(INV) directed_by]--> The Pixar Story --[directed_by]--> Leslie Iwerks --[(INV) directed_by]--> The Pixar Story
Path (Raw):       Leslie Iwerks --[(INV) directed_by]--> The Pixar Story --[directed_by]--> Leslie Iwerks --[(INV) directed_by]--> The Pixar Story
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by john sturges
Start Entity:     John Sturges
Gold Answer:      [['1959', '1967', '1935', '1974', '1968', '1963', '1957', '1951', '1953', '1956', '1976', '1972', '1955', '1949', '1950', '1960', '1965', '1969', '1958']]
Predicted Ans:    1955
Predicted Path:   John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[release_year]--> 1955
Path (Raw):       John Sturges --[No Operation]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[release_year]--> 1955
Neg LogProb(↓):   1.684369
Path Entropy(↓):  2.386170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by judy blume were released in which years
Start Entity:     Judy Blume
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Judy Blume --[(INV) written_by]--> Tiger Eyes --[release_year]--> 2012
Path (Raw):       Judy Blume --[No Operation]--> Judy Blume --[(INV) written_by]--> Tiger Eyes --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of one false move
Start Entity:     One False Move
Gold Answer:      [['George Hickenlooper', 'Richard Pearce', 'Sam Raimi', 'Billy Bob Thornton']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   One False Move --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Daddy and Them --[directed_by]--> Billy Bob Thornton
Path (Raw):       One False Move --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Daddy and Them --[directed_by]--> Billy Bob Thornton
Neg LogProb(↓):   0.861725
Path Entropy(↓):  1.303387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by leon errol
Start Entity:     Leon Errol
Gold Answer:      [['W.C. Fields']]
Predicted Ans:    W.C. Fields
Predicted Path:   Leon Errol --[(INV) starred_actors]--> Never Give a Sucker an Even Break --[written_by]--> W.C. Fields
Path (Raw):       Leon Errol --[No Operation]--> Leon Errol --[(INV) starred_actors]--> Never Give a Sucker an Even Break --[written_by]--> W.C. Fields
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie pax americana and the weaponization of space
Start Entity:     Pax Americana and the Weaponization of Space
Gold Answer:      [['Denis Delestrac']]
Predicted Ans:    Denis Delestrac
Predicted Path:   Pax Americana and the Weaponization of Space --[directed_by]--> Denis Delestrac --[(INV) directed_by]--> Pax Americana and the Weaponization of Space --[directed_by]--> Denis Delestrac
Path (Raw):       Pax Americana and the Weaponization of Space --[directed_by]--> Denis Delestrac --[(INV) directed_by]--> Pax Americana and the Weaponization of Space --[directed_by]--> Denis Delestrac
Neg LogProb(↓):   0.000593
Path Entropy(↓):  0.005308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the lady from shanghai also starred in which movies
Start Entity:     The Lady from Shanghai
Gold Answer:      [['Cover Girl', 'You Were Never Lovelier', 'Don Quixote', 'Angels Over Broadway', 'Pal Joey', 'Waterloo', 'The Black Rose', 'Butterfly', 'Macbeth', 'Affair in Trinidad', 'Othello', 'Blood and Sand', 'Prince of Foxes', 'They Came to Cordura', 'Separate Tables', 'A Safe Place', 'The Wrath of God', 'The Strawberry Blonde', 'The Third Man', 'Only Angels Have Wings', 'Touch of Evil', 'The Lone Wolf Spy Hunt', 'F for Fake', 'Miss Sadie Thompson', 'Jane Eyre', 'Gilda', 'Chimes at Midnight', "You'll Never Get Rich", 'Fire Down Below', 'The Men', 'The Long, Hot Summer', 'The Immortal Story', 'Patterns', "I'll Never Forget What's'isname", 'Tonight and Every Night', 'Compulsion', 'The Man Who Saw Tomorrow', 'The Loves of Carmen', 'The Stranger']]
Predicted Ans:    Chimes at Midnight
Predicted Path:   The Lady from Shanghai --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight
Path (Raw):       The Lady from Shanghai --[starred_actors]--> Orson Welles --[No Operation]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight
Neg LogProb(↓):   0.186512
Path Entropy(↓):  0.624412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the last deadly mission was
Start Entity:     The Last Deadly Mission
Gold Answer:      [['Olivier Marchal']]
Predicted Ans:    Olivier Marchal
Predicted Path:   The Last Deadly Mission --[directed_by]--> Olivier Marchal --[(INV) directed_by]--> The Last Deadly Mission --[directed_by]--> Olivier Marchal
Path (Raw):       The Last Deadly Mission --[directed_by]--> Olivier Marchal --[(INV) directed_by]--> The Last Deadly Mission --[directed_by]--> Olivier Marchal
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the winslow boy
Start Entity:     The Winslow Boy
Gold Answer:      [['David Mamet']]
Predicted Ans:    Anthony Asquith
Predicted Path:   The Winslow Boy --[directed_by]--> Anthony Asquith --[(INV) directed_by]--> Libel --[directed_by]--> Anthony Asquith
Path (Raw):       The Winslow Boy --[directed_by]--> Anthony Asquith --[(INV) directed_by]--> Libel --[directed_by]--> Anthony Asquith
Neg LogProb(↓):   0.788574
Path Entropy(↓):  0.723891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote movies with william trevor
Start Entity:     William Trevor
Gold Answer:      [['Atom Egoyan']]
Predicted Ans:    Atom Egoyan
Predicted Path:   William Trevor --[(INV) written_by]--> Felicia's Journey --[written_by]--> Atom Egoyan
Path (Raw):       William Trevor --[No Operation]--> William Trevor --[(INV) written_by]--> Felicia's Journey --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.000140
Path Entropy(↓):  0.001474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by john carpenter were written by who
Start Entity:     John Carpenter
Gold Answer:      [['William Goldman', 'Kurt Russell', 'Bruce A. Evans', 'Stephen King', "Dan O'Bannon", 'Bill Phillips', 'John Steakley', 'Rob Zombie', 'Michael De Luca', 'John Wyndham', 'Raynold Gideon', 'Nick Castle', 'Debra Hill', 'Eric Heisserer', 'Bill Lancaster', 'H.F. Saint', 'Wolf Rilla']]
Predicted Ans:    John Carpenter
Predicted Path:   John Carpenter --[(INV) written_by]--> Escape from L.A. --[written_by]--> John Carpenter
Path (Raw):       John Carpenter --[No Operation]--> John Carpenter --[(INV) written_by]--> Escape from L.A. --[written_by]--> John Carpenter
Neg LogProb(↓):   1.701924
Path Entropy(↓):  2.433088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by bowfinger actors
Start Entity:     Bowfinger
Gold Answer:      [['Walter Hill', 'Steve Martin', 'Dale Launer', 'David Sheffield', 'Jeffrey Bloom', 'David Mamet', 'Roger Spottiswoode', 'Abel Ferrara', 'Randy Newman', 'Lorne Michaels', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Edmond Rostand', 'Gary Trousdale', 'Bill Richmond', 'Stanley Shapiro', 'Paul Henning', 'Ursula Meier', 'David Berenbaum', 'Michael Elias', 'Carl Gottlieb', 'Peter Gaulke', 'Gerry Swallow', 'Sue Kramer', 'George Gipe', 'Andrew Adamson', 'Conrad Vernon', 'Geoff Rodkey', 'Matt Ember', 'James Toback', 'Adam Rex', 'Tom J. Astle', 'Steven E. de Souza', 'Danny Moynihan', 'Charles Webb', 'Vanessa Taylor', 'Nancy Meyers', 'Bill Condon', 'Hugh Lofting', 'Meyer Levin', 'Nora Ephron', 'Tom Eyen', 'Lowell Ganz', 'Babaloo Mandel', 'Larry Gross', 'Ed. Weinberger', 'Stan Daniels', 'Ernestine Gilbreth Carey', 'George Eliot', 'Neil Simon', 'Jo Swerling', 'Ron Howard', 'Sean French', 'Jerry Lewis', 'Tracey Jackson', 'David Atkins', 'Gus Van Sant', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'James Fogle', 'Daniel Yost', 'Ted Griffin', 'Scott Neustadter', 'Michael H. Weber', 'Carl Reiner', 'Edwin Davis', 'William Steig', 'Dennis Potter', 'Blake Edwards', 'Eddie Murphy', 'Katherine Leslie Moore', 'Barry W. Blaustein', 'Bruce Jay Friedman', 'Maurice Richlin', 'Vernon Lynch', 'Larry Levin', 'Bill Corbett', 'Rob Greenberg', 'Jason Filardi', 'Andy Breckman']]
Predicted Ans:    Blake Edwards
Predicted Path:   Bowfinger --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Path (Raw):       Bowfinger --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.975209
Path Entropy(↓):  1.684060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of city of women
Start Entity:     City of Women
Gold Answer:      [['Mario Pisu', 'Aldo Fabrizi', 'Gianfranco Bellini', 'Jane Fonda', 'Richard Basehart', 'Anthony Quinn', 'Franco Fabrizi', 'Franco Interlenghi', 'Valentina Cortese', 'Marcello Mastroianni', 'Broderick Crawford', 'Alain Delon', 'Terence Stamp', 'John McMartin', 'Shirley MacLaine', 'Ricardo Montalban', 'Brigitte Bardot', 'Federico Fellini', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Sandra Milo', 'Brunella Bovo', 'Peppino De Filippo', 'Carla Del Poggio']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   City of Women --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Path (Raw):       City of Women --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.657849
Path Entropy(↓):  1.459288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the well - digger's daughter director release
Start Entity:     The Well-Digger's Daughter
Gold Answer:      [['1936', '1951', '1938']]
Predicted Ans:    1940
Predicted Path:   The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Path (Raw):       The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Neg LogProb(↓):   0.505232
Path Entropy(↓):  1.439674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film the invisible circus
Start Entity:     The Invisible Circus
Gold Answer:      [['Steven Baigelman', 'Stacy Title', 'Andrew Adamson', 'Conrad Vernon', 'Kelly Asbury', 'Shekhar Kapur', 'James Mangold', 'Richard Kelly', 'Jake Kasdan', 'Alex Cox', 'Sarik Andreasyan', 'Justin Lin', 'Jim Wilson', 'Oliver Stone', 'Peter Medak', 'John Ireland', 'Don Roos', 'A.J. Kparr', 'Ridley Scott', 'Michel Gondry', 'Peter Berg', 'Rob Cohen', 'Nancy Meyers', 'Spike Jonze', 'Mira Nair', 'Curtis Hanson', 'P.J. Hogan', 'Cameron Crowe', 'Gary Trousdale', 'Danny Boyle', 'McG', 'Robert Rodriguez', 'Vicky Jenson', 'Nick Cassavetes']]
Predicted Ans:    Cameron Crowe
Predicted Path:   The Invisible Circus --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Path (Raw):       The Invisible Circus --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   0.957188
Path Entropy(↓):  1.543421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie children of the night
Start Entity:     Children of the Night
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Children of the Night --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Children of the Night --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.777138
Path Entropy(↓):  4.060426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in soul surfer
Start Entity:     Soul Surfer
Gold Answer:      [['Helen Hunt', 'Dennis Quaid', 'Lorraine Nicholson', 'AnnaSophia Robb']]
Predicted Ans:    Helen Hunt
Predicted Path:   Soul Surfer --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> Trancers II --[starred_actors]--> Helen Hunt
Path (Raw):       Soul Surfer --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> Trancers II --[starred_actors]--> Helen Hunt
Neg LogProb(↓):   0.361746
Path Entropy(↓):  1.057466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film run of the arrow
Start Entity:     Run of the Arrow
Gold Answer:      [['1962', '1980', '1963', '1964', '1949', '1957', '1950', '1951', '1959', '1982', '1973', '1953', '1961', '1955', '1952']]
Predicted Ans:    1973
Predicted Path:   Run of the Arrow --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Deadly Trackers --[release_year]--> 1973
Path (Raw):       Run of the Arrow --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Deadly Trackers --[release_year]--> 1973
Neg LogProb(↓):   1.169013
Path Entropy(↓):  2.079197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing zoo in budapest
Start Entity:     Zoo in Budapest
Gold Answer:      [['rowland v. lee']]
Predicted Ans:    rowland v. lee
Predicted Path:   Zoo in Budapest --[has_tags]--> rowland v. lee --[(INV) has_tags]--> The Count of Monte Cristo --[has_tags]--> rowland v. lee
Path (Raw):       Zoo in Budapest --[has_tags]--> rowland v. lee --[(INV) has_tags]--> The Count of Monte Cristo --[has_tags]--> rowland v. lee
Neg LogProb(↓):   0.003142
Path Entropy(↓):  0.025265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by ricou browning
Start Entity:     Ricou Browning
Gold Answer:      [['Elijah Wood', 'Paul Hogan']]
Predicted Ans:    Elijah Wood
Predicted Path:   Ricou Browning --[(INV) written_by]--> Flipper --[starred_actors]--> Elijah Wood
Path (Raw):       Ricou Browning --[No Operation]--> Ricou Browning --[(INV) written_by]--> Flipper --[starred_actors]--> Elijah Wood
Neg LogProb(↓):   0.770555
Path Entropy(↓):  0.958428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by michael arlen
Start Entity:     Michael Arlen
Gold Answer:      [['Alexander Hall', 'Clarence Brown']]
Predicted Ans:    Alexander Hall
Predicted Path:   Michael Arlen --[(INV) written_by]--> The Heavenly Body --[directed_by]--> Alexander Hall
Path (Raw):       Michael Arlen --[No Operation]--> Michael Arlen --[(INV) written_by]--> The Heavenly Body --[directed_by]--> Alexander Hall
Neg LogProb(↓):   0.000331
Path Entropy(↓):  0.002986
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by julie gavras
Start Entity:     Julie Gavras
Gold Answer:      [['Isabella Rossellini', 'William Hurt']]
Predicted Ans:    William Hurt
Predicted Path:   Julie Gavras --[(INV) directed_by]--> Late Bloomers --[starred_actors]--> William Hurt
Path (Raw):       Julie Gavras --[No Operation]--> Julie Gavras --[(INV) directed_by]--> Late Bloomers --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of latcho drom were directed by who
Start Entity:     Latcho Drom
Gold Answer:      [['Tony Gatlif']]
Predicted Ans:    Tony Gatlif
Predicted Path:   Latcho Drom --[written_by]--> Tony Gatlif --[(INV) written_by]--> Transylvania --[directed_by]--> Tony Gatlif
Path (Raw):       Latcho Drom --[written_by]--> Tony Gatlif --[(INV) written_by]--> Transylvania --[directed_by]--> Tony Gatlif
Neg LogProb(↓):   0.019030
Path Entropy(↓):  0.118004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by michael parks fall under
Start Entity:     Michael Parks
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Parks --[(INV) starred_actors]--> Tusk --[has_genre]--> Comedy
Path (Raw):       Michael Parks --[No Operation]--> Michael Parks --[(INV) starred_actors]--> Tusk --[has_genre]--> Comedy
Neg LogProb(↓):   0.511545
Path Entropy(↓):  0.838185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by john cameron mitchell were in which genres
Start Entity:     John Cameron Mitchell
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   John Cameron Mitchell --[(INV) directed_by]--> Rabbit Hole --[has_genre]--> Drama
Path (Raw):       John Cameron Mitchell --[No Operation]--> John Cameron Mitchell --[(INV) directed_by]--> Rabbit Hole --[has_genre]--> Drama
Neg LogProb(↓):   0.067015
Path Entropy(↓):  0.241234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of robert mark kamen
Start Entity:     Robert Mark Kamen
Gold Answer:      [['James Lineberger', 'Mark Miller', 'Piero Tellini', 'Harvey Weitzman', 'Vittorio de Benedetti', 'Darryl Ponicsan', 'Luc Besson', 'Cesare Zavattini', 'Devery Freeman']]
Predicted Ans:    Luc Besson
Predicted Path:   Robert Mark Kamen --[(INV) written_by]--> Taken 3 --[written_by]--> Luc Besson
Path (Raw):       Robert Mark Kamen --[No Operation]--> Robert Mark Kamen --[(INV) written_by]--> Taken 3 --[written_by]--> Luc Besson
Neg LogProb(↓):   0.355638
Path Entropy(↓):  0.937197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in mr. turner
Start Entity:     Mr. Turner
Gold Answer:      [['David Keating', 'Simon Aboud', 'Harley Cokeliss', 'Bill Kelly', 'Mike Leigh', 'Julian Fellowes', 'Lucy M. Boston']]
Predicted Ans:    Bill Kelly
Predicted Path:   Mr. Turner --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Enchanted --[written_by]--> Bill Kelly
Path (Raw):       Mr. Turner --[starred_actors]--> Timothy Spall --[(INV) starred_actors]--> Enchanted --[written_by]--> Bill Kelly
Neg LogProb(↓):   0.271707
Path Entropy(↓):  0.727305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the deep end of the ocean
Start Entity:     The Deep End of the Ocean
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Deep End of the Ocean --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> The Deep End of the Ocean --[has_genre]--> Drama
Path (Raw):       The Deep End of the Ocean --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> The Deep End of the Ocean --[has_genre]--> Drama
Neg LogProb(↓):   0.017724
Path Entropy(↓):  0.108404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the incredibles were released in which years
Start Entity:     The Incredibles
Gold Answer:      [['2005', '1999', '2007']]
Predicted Ans:    2007
Predicted Path:   The Incredibles --[written_by]--> Brad Bird --[(INV) written_by]--> Ratatouille --[release_year]--> 2007
Path (Raw):       The Incredibles --[written_by]--> Brad Bird --[(INV) written_by]--> Ratatouille --[release_year]--> 2007
Neg LogProb(↓):   0.013469
Path Entropy(↓):  0.082924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the comfort of strangers were released in which years
Start Entity:     The Comfort of Strangers
Gold Answer:      [['1988', '1980', '1978', '1997', '2008', '1992', '1942', '1982', '1999', '2002', '1979', '1987', '2013', '2007']]
Predicted Ans:    1997
Predicted Path:   The Comfort of Strangers --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction --[release_year]--> 1997
Path (Raw):       The Comfort of Strangers --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction --[release_year]--> 1997
Neg LogProb(↓):   0.736338
Path Entropy(↓):  1.647138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the green actors release
Start Entity:     The Green
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   The Green --[starred_actors]--> Illeana Douglas --[(INV) starred_actors]--> Dummy --[release_year]--> 2002
Path (Raw):       The Green --[starred_actors]--> Illeana Douglas --[(INV) starred_actors]--> Dummy --[release_year]--> 2002
Neg LogProb(↓):   0.018685
Path Entropy(↓):  0.109410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the sting, when was it released
Start Entity:     The Sting
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   The Sting --[release_year]--> 1973 --[(INV) release_year]--> Jeremy --[release_year]--> 1973
Path (Raw):       The Sting --[release_year]--> 1973 --[(INV) release_year]--> Jeremy --[release_year]--> 1973
Neg LogProb(↓):   2.459432
Path Entropy(↓):  3.627321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in higher learning
Start Entity:     Higher Learning
Gold Answer:      [['Michael Rapaport', 'Kristy Swanson', 'Omar Epps']]
Predicted Ans:    Michael Rapaport
Predicted Path:   Higher Learning --[starred_actors]--> Michael Rapaport --[(INV) starred_actors]--> Zebrahead --[starred_actors]--> Michael Rapaport
Path (Raw):       Higher Learning --[starred_actors]--> Michael Rapaport --[(INV) starred_actors]--> Zebrahead --[starred_actors]--> Michael Rapaport
Neg LogProb(↓):   0.182266
Path Entropy(↓):  0.457655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter richard gordon co - wrote movies with who
Start Entity:     Richard Gordon
Gold Answer:      [['Nicholas Phipps', 'Jack Davies']]
Predicted Ans:    Jack Davies
Predicted Path:   Richard Gordon --[(INV) written_by]--> Doctor at Sea --[written_by]--> Jack Davies
Path (Raw):       Richard Gordon --[No Operation]--> Richard Gordon --[(INV) written_by]--> Doctor at Sea --[written_by]--> Jack Davies
Neg LogProb(↓):   0.746444
Path Entropy(↓):  0.911071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the shadow actors
Start Entity:     The Shadow
Gold Answer:      [['Walter Hill', 'Peter Hyams', 'Jon Connolly', 'George Armitage', 'David Loucka', 'Chip Proser', 'John Drimmer', 'Mary Shelley', 'William Joyce', 'Scott Frank', 'Jonas McCord', 'William Shakespeare', 'Oscar Saul', 'James Lee Burke', 'Derick Martini', 'Steven Martini', 'Harley Peyton', 'Neil Simon', 'Michael McDowell', 'Jerry Sterner', 'Craig Lucas', 'Larry Wilson', 'Daniel G. Sullivan', 'Oliver Stone', 'Paul Reubens', 'Artur London', 'Grace Cary Bickley', 'Jerry Beck', 'Tom Clancy', 'David Koepp', 'Jim Thompson', 'Nancy Meyers', 'Tennessee Williams', 'Michael Cimino', 'Hunter S. Thompson', 'Gene Wilder', 'Robert Daley', 'Bernardo Bertolucci', 'Jeff Nathanson', 'Paul Monash', 'Nicholas Stoller', 'Edwin Torres', 'George V. Higgins', 'Mark Peploe', 'John Kaye', 'Paul Schrader', 'Cameron Crowe', 'David Henry Hwang', 'William Goldman', 'James Gunn', 'Lincoln Child', 'Douglas Preston', 'Charles Willeford', 'Warren Skaaren', 'George Dawes Green', 'Ryne Douglas Pearson', 'Judd Apatow', 'Joe Gores', 'Joe Gannon', 'Crispan Bolt', 'Sol Yurick', 'Aaron Sorkin', 'Alvin Sargent', 'Takeshi Kawata', 'Mel Brooks', 'John Hughes', 'Jeremy Larner']]
Predicted Ans:    Walter Hill
Predicted Path:   The Shadow --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[written_by]--> Walter Hill
Path (Raw):       The Shadow --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> The Getaway --[written_by]--> Walter Hill
Neg LogProb(↓):   1.476080
Path Entropy(↓):  2.234644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed call her savage
Start Entity:     Call Her Savage
Gold Answer:      [['Lilyan Tashman', 'Helen Twelvetrees', 'James Hall']]
Predicted Ans:    James Hall
Predicted Path:   Call Her Savage --[directed_by]--> John Francis Dillon --[(INV) directed_by]--> Millie --[starred_actors]--> James Hall
Path (Raw):       Call Her Savage --[directed_by]--> John Francis Dillon --[(INV) directed_by]--> Millie --[starred_actors]--> James Hall
Neg LogProb(↓):   0.394961
Path Entropy(↓):  0.721326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did alex van warmerdam direct
Start Entity:     Alex van Warmerdam
Gold Answer:      [['Borgman', 'The Northerners']]
Predicted Ans:    The Northerners
Predicted Path:   Alex van Warmerdam --[(INV) directed_by]--> The Northerners --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners
Path (Raw):       Alex van Warmerdam --[(INV) directed_by]--> The Northerners --[directed_by]--> Alex van Warmerdam --[(INV) directed_by]--> The Northerners
Neg LogProb(↓):   0.490423
Path Entropy(↓):  1.043486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe sicko
Start Entity:     Sicko
Gold Answer:      [['united states', 'france', 'documentary', 'cuba', 'michael moore', 'health care', 'insurance', 'canada']]
Predicted Ans:    michael moore
Predicted Path:   Sicko --[has_tags]--> michael moore --[(INV) has_tags]--> Sicko --[has_tags]--> michael moore
Path (Raw):       Sicko --[has_tags]--> michael moore --[(INV) has_tags]--> Sicko --[has_tags]--> michael moore
Neg LogProb(↓):   0.009363
Path Entropy(↓):  0.056796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of summer wishes, winter dreams
Start Entity:     Summer Wishes, Winter Dreams
Gold Answer:      [['James Dean', 'Martin Gabel']]
Predicted Ans:    Martin Balsam
Predicted Path:   Summer Wishes, Winter Dreams --[written_by]--> Stewart Stern --[(INV) written_by]--> Summer Wishes, Winter Dreams --[starred_actors]--> Martin Balsam
Path (Raw):       Summer Wishes, Winter Dreams --[written_by]--> Stewart Stern --[(INV) written_by]--> Summer Wishes, Winter Dreams --[starred_actors]--> Martin Balsam
Neg LogProb(↓):   0.365438
Path Entropy(↓):  0.836403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with marilu henner
Start Entity:     Marilu Henner
Gold Answer:      [['Michael Keaton', 'Maureen Stapleton', 'Peter Boyle', 'Andy Griffith', 'Frederic Forrest', 'Joe Piscopo', 'G.W. Bailey', 'Tom Berenger']]
Predicted Ans:    Tom Berenger
Predicted Path:   Marilu Henner --[(INV) starred_actors]--> Rustlers' Rhapsody --[starred_actors]--> Tom Berenger
Path (Raw):       Marilu Henner --[No Operation]--> Marilu Henner --[(INV) starred_actors]--> Rustlers' Rhapsody --[starred_actors]--> Tom Berenger
Neg LogProb(↓):   0.029997
Path Entropy(↓):  0.135574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the mystic masseur director
Start Entity:     The Mystic Masseur
Gold Answer:      [['Shahrukh Husain', 'Anita Desai']]
Predicted Ans:    Caryl Phillips
Predicted Path:   The Mystic Masseur --[directed_by]--> Ismail Merchant --[(INV) directed_by]--> The Mystic Masseur --[written_by]--> Caryl Phillips
Path (Raw):       The Mystic Masseur --[directed_by]--> Ismail Merchant --[(INV) directed_by]--> The Mystic Masseur --[written_by]--> Caryl Phillips
Neg LogProb(↓):   0.655700
Path Entropy(↓):  1.140823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie champion
Start Entity:     Champion
Gold Answer:      [['Marilyn Maxwell', 'Kirk Douglas']]
Predicted Ans:    Kirk Douglas
Predicted Path:   Champion --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Path (Raw):       Champion --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.071129
Path Entropy(↓):  0.288367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dillon casey acted films
Start Entity:     Dillon Casey
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Dillon Casey --[(INV) starred_actors]--> Creature --[release_year]--> 2011
Path (Raw):       Dillon Casey --[No Operation]--> Dillon Casey --[(INV) starred_actors]--> Creature --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by edna purviance were in which languages
Start Entity:     Edna Purviance
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Edna Purviance --[(INV) starred_actors]--> Police --[in_language]--> French
Path (Raw):       Edna Purviance --[No Operation]--> Edna Purviance --[(INV) starred_actors]--> Police --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by chace crawford were written by who
Start Entity:     Chace Crawford
Gold Answer:      [['John Travis', 'Rebecca Sonnenshine']]
Predicted Ans:    John Travis
Predicted Path:   Chace Crawford --[(INV) starred_actors]--> The Haunting of Molly Hartley --[written_by]--> John Travis
Path (Raw):       Chace Crawford --[No Operation]--> Chace Crawford --[(INV) starred_actors]--> The Haunting of Molly Hartley --[written_by]--> John Travis
Neg LogProb(↓):   0.050459
Path Entropy(↓):  0.196173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film tattoo was directed by who
Start Entity:     Tattoo
Gold Answer:      [['Bob Brooks']]
Predicted Ans:    Bob Brooks
Predicted Path:   Tattoo --[directed_by]--> Bob Brooks --[(INV) directed_by]--> Tattoo --[directed_by]--> Bob Brooks
Path (Raw):       Tattoo --[directed_by]--> Bob Brooks --[(INV) directed_by]--> Tattoo --[directed_by]--> Bob Brooks
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the fall of the house of usher writers
Start Entity:     The Fall of the House of Usher
Gold Answer:      [['Documentary', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Fall of the House of Usher --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Path (Raw):       The Fall of the House of Usher --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Neg LogProb(↓):   0.631731
Path Entropy(↓):  1.562440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by arsinee khanjian were written by who
Start Entity:     Arsinée Khanjian
Gold Answer:      [['Ruba Nadda', 'Atom Egoyan']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Arsinée Khanjian --[(INV) starred_actors]--> Ararat --[written_by]--> Atom Egoyan
Path (Raw):       Arsinée Khanjian --[No Operation]--> Arsinée Khanjian --[(INV) starred_actors]--> Ararat --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by my life without me screenwriters
Start Entity:     My Life Without Me
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   My Life Without Me --[written_by]--> Isabel Coixet --[(INV) written_by]--> My Life Without Me --[has_genre]--> Drama
Path (Raw):       My Life Without Me --[written_by]--> Isabel Coixet --[(INV) written_by]--> My Life Without Me --[has_genre]--> Drama
Neg LogProb(↓):   0.521058
Path Entropy(↓):  0.713941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of little children
Start Entity:     Little Children
Gold Answer:      [['2001']]
Predicted Ans:    2006
Predicted Path:   Little Children --[directed_by]--> Todd Field --[(INV) directed_by]--> Little Children --[release_year]--> 2006
Path (Raw):       Little Children --[directed_by]--> Todd Field --[(INV) directed_by]--> Little Children --[release_year]--> 2006
Neg LogProb(↓):   0.000724
Path Entropy(↓):  0.005956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by the director of the thief starred who
Start Entity:     The Thief
Gold Answer:      [['Stephen Boyd', 'Richard Rober', 'Maidie Norman', 'Gwendolyn Laster', 'Milton Berle', 'Richard Conte', 'Broderick Crawford', 'Eleanor Parker', 'Elke Sommer']]
Predicted Ans:    Ray Milland
Predicted Path:   The Thief --[directed_by]--> Russell Rouse --[(INV) directed_by]--> The Thief --[starred_actors]--> Ray Milland
Path (Raw):       The Thief --[directed_by]--> Russell Rouse --[(INV) directed_by]--> The Thief --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.258703
Path Entropy(↓):  0.703665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies directed by the director of i'll be seeing you
Start Entity:     I'll Be Seeing You
Gold Answer:      [['Swedish', 'French', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   I'll Be Seeing You --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[in_language]--> English
Path (Raw):       I'll Be Seeing You --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.323802
Path Entropy(↓):  0.589941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by sameera reddy
Start Entity:     Sameera Reddy
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Sameera Reddy --[(INV) starred_actors]--> De Dana Dan --[in_language]--> Hindi
Path (Raw):       Sameera Reddy --[No Operation]--> Sameera Reddy --[(INV) starred_actors]--> De Dana Dan --[in_language]--> Hindi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is gunday
Start Entity:     Gunday
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   Gunday --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Gunday --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.627177
Path Entropy(↓):  3.412992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of buddy buddy also directed which films
Start Entity:     Buddy Buddy
Gold Answer:      [['Sabrina', 'Irma la Douce', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'The Lost Weekend', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Seven Year Itch', 'The Spirit of St. Louis', 'Some Like It Hot', 'Avanti!', 'The Major and the Minor', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    The Seven Year Itch
Predicted Path:   Buddy Buddy --[directed_by]--> Billy Wilder --[(INV) directed_by]--> The Seven Year Itch
Path (Raw):       Buddy Buddy --[directed_by]--> Billy Wilder --[(INV) directed_by]--> The Seven Year Itch --[No Operation]--> The Seven Year Itch
Neg LogProb(↓):   1.743655
Path Entropy(↓):  2.599597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the rachel papers
Start Entity:     The Rachel Papers
Gold Answer:      [['Mercy', 'Saturn 3', 'Gardens of the Night']]
Predicted Ans:    Mercy
Predicted Path:   The Rachel Papers --[written_by]--> Damian Harris --[(INV) written_by]--> Mercy
Path (Raw):       The Rachel Papers --[written_by]--> Damian Harris --[(INV) written_by]--> Mercy --[No Operation]--> Mercy
Neg LogProb(↓):   0.461530
Path Entropy(↓):  0.922818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of without love
Start Entity:     Without Love
Gold Answer:      [['Bing Crosby', 'Madeleine Carroll', 'Marie Dressler', 'Ronald Colman', 'Garry Shandling', 'Cary Grant', 'James Stewart', 'Annette Bening', 'Katharine Hepburn', 'Conrad Veidt', 'Louis Calhern', 'Wallace Beery', 'Maria Ouspenskaya', 'Myrna Loy', 'Lynne Frederick', 'Ann Harding', 'Burgess Meredith', 'William Gargan', 'Raymond Massey', 'Warren Beatty', 'Fredric March', 'Charles Laughton', 'Stewart Granger', 'Ingrid Bergman', 'Elke Sommer', 'John Barrymore', 'Joan Crawford', 'Doris Nolan', 'Lew Ayres', 'Melvyn Douglas', 'Grace Kelly', 'Ruth Hussey', 'Jane Greer', 'Lionel Jeffries', 'Charles Boyer', 'Marion Davies', 'Jean Harlow', 'Leslie Howard', 'Frank Sinatra', 'Spencer Tracy', 'Irene Dunne', 'Merle Oberon', 'Deborah Kerr', 'Norma Shearer', 'C. Aubrey Smith', 'Peter Sellers']]
Predicted Ans:    Cary Grant
Predicted Path:   Without Love --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Path (Raw):       Without Love --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> An Affair to Remember --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.239443
Path Entropy(↓):  0.888995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by michael kane
Start Entity:     Michael Kane
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   Michael Kane --[(INV) written_by]--> Southern Comfort --[directed_by]--> Walter Hill
Path (Raw):       Michael Kane --[No Operation]--> Michael Kane --[(INV) written_by]--> Southern Comfort --[directed_by]--> Walter Hill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the entertainer
Start Entity:     The Entertainer
Gold Answer:      [['Richard Attenborough', 'Edith Evans', 'Jessica Lange', 'Jack Nicholson', 'Glenn Close', 'Anthony Hopkins', 'Mark McManus', 'Harvey Keitel', 'Carrie Snodgress', 'Mick Jagger', 'Jeanne Moreau', 'Jonathan Winters', 'Nicol Williamson', 'Alan Bates', 'Diana Ross', 'Michael Redgrave', 'Sam Shepard', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'David Tennant', 'Rob Lowe', 'Olivia de Havilland', 'Errol Flynn', 'Powers Boothe', 'Warren Oates', 'Diane Venora', 'Patrick Stewart', 'Mary Ure', 'Heath Ledger', 'Paul Scofield', 'Robert Morse', 'Claire Bloom', 'Kyle MacLachlan', 'Marianne Faithfull', 'Richard Burton', 'Valerie Perrine', 'Tom Courtenay', 'Beau Bridges', 'Jodie Foster', 'Mel Gibson', 'Judy Parfitt', 'Anjanette Comer', 'Tommy Lee Jones']]
Predicted Ans:    Patrick Stewart
Predicted Path:   The Entertainer --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       The Entertainer --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   0.976047
Path Entropy(↓):  1.986594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the killing fields actors
Start Entity:     The Killing Fields
Gold Answer:      [['Ronald Neame', 'Liliana Cavani', 'Susan Seidelman', 'E. Elias Merhige', 'Edward Dmytryk', 'Stephen Frears', 'Peter Hyams', 'Manoel de Oliveira', 'Gordon Chan', 'Wolfgang Petersen', 'Jimmy Hayward', 'Anthony Harvey', 'Damian Harris', 'Ethan Coen', 'Lewis Milestone', 'Alex Segal', 'Bernt Amadeus Capra', 'Benjamin Ross', 'Steve Rash', 'Laurence Dunmore', 'Ken Russell', 'Wim Wenders', 'Michael Cimino', 'John Waters', 'Bernardo Bertolucci', 'Steve Jacobs', 'Paul Newman', 'Steven Spielberg', 'Frank Perry', 'Gilles Bourdos', 'Mike Mendez', 'Raoul Ruiz', 'James Whale', 'Michelangelo Antonioni', 'Ben Ramsey', 'Gary Sinise', 'Irving Rapper', 'Sean McGinly', 'Steve Miner', 'Randall Wallace', 'Terry Zwigoff', 'Jennifer Chambers Lynch', 'Jane Campion', 'Volker Schlöndorff']]
Predicted Ans:    Wim Wenders
Predicted Path:   The Killing Fields --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Path (Raw):       The Killing Fields --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.897361
Path Entropy(↓):  1.677000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie the manchurian candidate about
Start Entity:     The Manchurian Candidate
Gold Answer:      [['thriller', 'angela lansbury', 'bd-r', 'political', 'janet leigh', 'frank sinatra', 'assassin', 'brainwashing', 'cold war', 'john frankenheimer', 'conspiracy']]
Predicted Ans:    brainwashing
Predicted Path:   The Manchurian Candidate --[has_tags]--> brainwashing --[(INV) has_tags]--> The Manchurian Candidate --[has_tags]--> brainwashing
Path (Raw):       The Manchurian Candidate --[has_tags]--> brainwashing --[(INV) has_tags]--> The Manchurian Candidate --[has_tags]--> brainwashing
Neg LogProb(↓):   2.100377
Path Entropy(↓):  2.191401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of ride in the whirlwind also wrote movies
Start Entity:     Ride in the Whirlwind
Gold Answer:      [['Drive, He Said', 'Head', 'The Trip']]
Predicted Ans:    Ride in the Whirlwind
Predicted Path:   Ride in the Whirlwind --[written_by]--> Jack Nicholson --[(INV) written_by]--> Ride in the Whirlwind
Path (Raw):       Ride in the Whirlwind --[written_by]--> Jack Nicholson --[(INV) written_by]--> Ride in the Whirlwind --[No Operation]--> Ride in the Whirlwind
Neg LogProb(↓):   0.061132
Path Entropy(↓):  0.289706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that have the same actor of adventures in babysitting
Start Entity:     Adventures in Babysitting
Gold Answer:      [['The Karate Kid', 'Cheetah', 'Hollow Man', 'The Saint', 'Waking Madison', 'House at the End of the Street', 'Leaving Las Vegas', 'The Trigger Effect', 'Link', 'Cocktail', 'Palmetto', 'Piranha 3D', 'Book of Love', 'Janie Jones', 'Molly']]
Predicted Ans:    The Karate Kid
Predicted Path:   Adventures in Babysitting --[starred_actors]--> Elisabeth Shue --[(INV) starred_actors]--> The Karate Kid
Path (Raw):       Adventures in Babysitting --[starred_actors]--> Elisabeth Shue --[No Operation]--> Elisabeth Shue --[(INV) starred_actors]--> The Karate Kid
Neg LogProb(↓):   0.032635
Path Entropy(↓):  0.195226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by carlos fuentes
Start Entity:     Carlos Fuentes
Gold Answer:      [['Jimmy Smits', 'Gregory Peck', 'Jane Fonda']]
Predicted Ans:    Jane Fonda
Predicted Path:   Carlos Fuentes --[(INV) written_by]--> Old Gringo --[starred_actors]--> Jane Fonda
Path (Raw):       Carlos Fuentes --[No Operation]--> Carlos Fuentes --[(INV) written_by]--> Old Gringo --[starred_actors]--> Jane Fonda
Neg LogProb(↓):   0.514404
Path Entropy(↓):  0.677371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of dune was who
Start Entity:     Dune
Gold Answer:      [['David Lynch']]
Predicted Ans:    David Lynch
Predicted Path:   Dune --[directed_by]--> David Lynch --[(INV) directed_by]--> The Straight Story --[directed_by]--> David Lynch
Path (Raw):       Dune --[directed_by]--> David Lynch --[(INV) directed_by]--> The Straight Story --[directed_by]--> David Lynch
Neg LogProb(↓):   0.027181
Path Entropy(↓):  0.150572
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jacques perrin were written by who
Start Entity:     Jacques Perrin
Gold Answer:      [['Jacques Cluzaud', 'Jean Dorst']]
Predicted Ans:    Jean Dorst
Predicted Path:   Jacques Perrin --[(INV) directed_by]--> Winged Migration --[written_by]--> Jean Dorst
Path (Raw):       Jacques Perrin --[No Operation]--> Jacques Perrin --[(INV) directed_by]--> Winged Migration --[written_by]--> Jean Dorst
Neg LogProb(↓):   0.345287
Path Entropy(↓):  0.973769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of american psycho
Start Entity:     American Psycho
Gold Answer:      [['The Informers', 'The Notorious Bettie Page', 'The Rules of Attraction', 'I Shot Andy Warhol', 'The Moth Diaries', 'Less Than Zero', 'The Canyons']]
Predicted Ans:    The Moth Diaries
Predicted Path:   American Psycho --[written_by]--> Mary Harron --[(INV) written_by]--> The Moth Diaries
Path (Raw):       American Psycho --[No Operation]--> American Psycho --[written_by]--> Mary Harron --[(INV) written_by]--> The Moth Diaries
Neg LogProb(↓):   0.273345
Path Entropy(↓):  0.838519
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by lili darvas were in which languages
Start Entity:     Lili Darvas
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   Lili Darvas --[(INV) starred_actors]--> Love --[in_language]--> Hungarian
Path (Raw):       Lili Darvas --[No Operation]--> Lili Darvas --[(INV) starred_actors]--> Love --[in_language]--> Hungarian
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed chato's land
Start Entity:     Chato's Land
Gold Answer:      [['John Gielgud', 'Sarah Miles', 'Oliver Reed', 'Sophia Loren', 'John Carradine', 'Chris Sarandon', 'Lee J. Cobb', 'Robert Mitchum', 'Peter Ustinov', 'Michael Douglas', 'Kiefer Sutherland', 'Eva Longoria', 'Lauren Bacall', 'Alain Delon', 'Robert Ryan', 'Paul Scofield', 'Robert Duvall', 'Cristina Raines', 'Burt Lancaster', 'Carrie Fisher', 'O.J. Simpson', 'Jason Statham', 'Charles Bronson', 'Eli Wallach', 'Candy Clark', 'Ed Lauter', 'James Coburn', 'Humphrey Bogart', 'Orson Welles']]
Predicted Ans:    Lauren Bacall
Predicted Path:   Chato's Land --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Path (Raw):       Chato's Land --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Neg LogProb(↓):   0.096724
Path Entropy(↓):  0.470298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie body of lies were released in which years
Start Entity:     Body of Lies
Gold Answer:      [['2008', '1992', '1993', '2006', '1985', '1935', '2007', '1998', '1939', '2009', '2010', '2004', '1953', '2014', '1932', '1994', '1995', '2001', '1996', '2002', '2012', '1922', '2011', '2013', '1934', '2000', '1997', '2005', '1991', '1999', '1987', '1958']]
Predicted Ans:    1939
Predicted Path:   Body of Lies --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Path (Raw):       Body of Lies --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[release_year]--> 1939
Neg LogProb(↓):   1.486112
Path Entropy(↓):  2.762825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about patrick bateman
Start Entity:     patrick bateman
Gold Answer:      [['American Psycho']]
Predicted Ans:    Panic Room
Predicted Path:   patrick bateman --[(INV) has_tags]--> American Psycho --[has_tags]--> jared leto --[(INV) has_tags]--> Panic Room
Path (Raw):       patrick bateman --[(INV) has_tags]--> American Psycho --[has_tags]--> jared leto --[(INV) has_tags]--> Panic Room
Neg LogProb(↓):   0.164521
Path Entropy(↓):  0.641487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of tokyo - ga is also the director of which films
Start Entity:     Tokyo-Ga
Gold Answer:      [['Buena Vista Social Club', 'Land of Plenty', 'Palermo Shooting', 'The American Friend', 'Beyond the Clouds', 'Until the End of the World', 'Pina', "Don't Come Knocking", 'Faraway, So Close!', 'Kings of the Road', "The Goalie's Anxiety at the Penalty Kick", 'The End of Violence', 'The Scarlet Letter', 'Lisbon Story', 'The Salt of the Earth', 'Wings of Desire', 'Alice in the Cities', 'Room 666', 'Hammett', 'Paris, Texas', 'The Million Dollar Hotel', 'The State of Things']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   Tokyo-Ga --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds
Path (Raw):       Tokyo-Ga --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds --[No Operation]--> Beyond the Clouds
Neg LogProb(↓):   0.711528
Path Entropy(↓):  1.804439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film jack reacher
Start Entity:     Jack Reacher
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Jack Reacher --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Jack Reacher --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.396009
Path Entropy(↓):  2.675101
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in miss potter
Start Entity:     Miss Potter
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Miss Potter --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Path (Raw):       Miss Potter --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Neg LogProb(↓):   1.231388
Path Entropy(↓):  2.153845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the big steal in
Start Entity:     The Big Steal
Gold Answer:      [['Swedish', 'English', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   The Big Steal --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Path (Raw):       The Big Steal --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   0.359579
Path Entropy(↓):  0.693335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in benito perez galdos written films
Start Entity:     Benito Pérez Galdós
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Benito Pérez Galdós --[(INV) written_by]--> The Grandfather --[in_language]--> Spanish
Path (Raw):       Benito Pérez Galdós --[No Operation]--> Benito Pérez Galdós --[(INV) written_by]--> The Grandfather --[in_language]--> Spanish
Neg LogProb(↓):   0.060933
Path Entropy(↓):  0.224523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film high art
Start Entity:     High Art
Gold Answer:      [['Lisa Cholodenko']]
Predicted Ans:    Lisa Cholodenko
Predicted Path:   High Art --[written_by]--> Lisa Cholodenko --[(INV) written_by]--> Laurel Canyon --[written_by]--> Lisa Cholodenko
Path (Raw):       High Art --[written_by]--> Lisa Cholodenko --[(INV) written_by]--> Laurel Canyon --[written_by]--> Lisa Cholodenko
Neg LogProb(↓):   0.083413
Path Entropy(↓):  0.286960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of lost in america
Start Entity:     Lost in America
Gold Answer:      [['Airplane!', 'Real Life', 'Modern Romance', 'Broadcast News', 'The Scout', 'Mother', 'Bad Medicine', "A Midsummer Night's Sex Comedy", 'Defending Your Life', '2081', 'My First Mister', 'Unfaithfully Yours', 'Finding Nemo', 'The Muse', 'Looking for Comedy in the Muslim World', 'Drive']]
Predicted Ans:    Unfaithfully Yours
Predicted Path:   Lost in America --[starred_actors]--> Albert Brooks --[(INV) starred_actors]--> Unfaithfully Yours
Path (Raw):       Lost in America --[starred_actors]--> Albert Brooks --[No Operation]--> Albert Brooks --[(INV) starred_actors]--> Unfaithfully Yours
Neg LogProb(↓):   0.348999
Path Entropy(↓):  1.029162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by the boys from brazil actors release
Start Entity:     The Boys from Brazil
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '2008', '1959', '1916', '1936', '2006', '1979', '1941', '1974', '1977', '2007', '1968', '1963', '1957', '1951', '1982', '1953', '1947', '1956', '1931', '1943', '1983', '1995', '1976', '1972', '1989', '1942', '1938', '1996', '1940', '1937', '1961', '2011', '1955', '2013', '1962', '2000', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1991', '1965', '1927', '1945', '1987', '1969', '1952', '1958']]
Predicted Ans:    1949
Predicted Path:   The Boys from Brazil --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[release_year]--> 1949
Path (Raw):       The Boys from Brazil --[starred_actors]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[release_year]--> 1949
Neg LogProb(↓):   1.488330
Path Entropy(↓):  2.781157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is murder by numbers
Start Entity:     Murder by Numbers
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Murder by Numbers --[has_genre]--> Thriller --[(INV) has_genre]--> Last Passenger --[has_genre]--> Thriller
Path (Raw):       Murder by Numbers --[has_genre]--> Thriller --[(INV) has_genre]--> Last Passenger --[has_genre]--> Thriller
Neg LogProb(↓):   1.738101
Path Entropy(↓):  2.730506
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by josh stewart
Start Entity:     Josh Stewart
Gold Answer:      [['Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Josh Stewart --[(INV) starred_actors]--> The Collection --[has_genre]--> Horror
Path (Raw):       Josh Stewart --[No Operation]--> Josh Stewart --[(INV) starred_actors]--> The Collection --[has_genre]--> Horror
Neg LogProb(↓):   0.366722
Path Entropy(↓):  0.616810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of yojimbo
Start Entity:     Yojimbo
Gold Answer:      [['Drama', 'War', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Yojimbo --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[has_genre]--> Drama
Path (Raw):       Yojimbo --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[has_genre]--> Drama
Neg LogProb(↓):   0.651358
Path Entropy(↓):  1.070820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by roddy piper
Start Entity:     Roddy Piper
Gold Answer:      [['John Carpenter', 'Donald G. Jackson', 'Randall Frakes']]
Predicted Ans:    John Carpenter
Predicted Path:   Roddy Piper --[(INV) starred_actors]--> They Live --[written_by]--> John Carpenter
Path (Raw):       Roddy Piper --[No Operation]--> Roddy Piper --[(INV) starred_actors]--> They Live --[written_by]--> John Carpenter
Neg LogProb(↓):   0.000390
Path Entropy(↓):  0.003447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the moment of truth
Start Entity:     The Moment of Truth
Gold Answer:      [['The Truce', 'Carmen', 'Salvatore Giuliano', 'Three Brothers', 'The Mattei Affair']]
Predicted Ans:    Carmen
Predicted Path:   The Moment of Truth --[written_by]--> Francesco Rosi --[(INV) written_by]--> Carmen
Path (Raw):       The Moment of Truth --[written_by]--> Francesco Rosi --[(INV) written_by]--> Carmen --[No Operation]--> Carmen
Neg LogProb(↓):   0.024803
Path Entropy(↓):  0.124836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of gabriel mann acted films
Start Entity:     Gabriel Mann
Gold Answer:      [['Deborah Kaplan', 'Harry Elfont', 'Jason Filardi', 'John G. Young']]
Predicted Ans:    Deborah Kaplan
Predicted Path:   Gabriel Mann --[(INV) starred_actors]--> Josie and the Pussycats --[written_by]--> Deborah Kaplan
Path (Raw):       Gabriel Mann --[No Operation]--> Gabriel Mann --[(INV) starred_actors]--> Josie and the Pussycats --[written_by]--> Deborah Kaplan
Neg LogProb(↓):   0.705938
Path Entropy(↓):  0.813871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by alastair fothergill
Start Entity:     Alastair Fothergill
Gold Answer:      [['Emma Suárez', 'Patrick Stewart', 'Tim Allen', 'Carmelo Gómez', 'James Earl Jones']]
Predicted Ans:    Emma Suárez
Predicted Path:   Alastair Fothergill --[(INV) written_by]--> Earth --[starred_actors]--> Emma Suárez
Path (Raw):       Alastair Fothergill --[No Operation]--> Alastair Fothergill --[(INV) written_by]--> Earth --[starred_actors]--> Emma Suárez
Neg LogProb(↓):   1.303657
Path Entropy(↓):  1.486508
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie she hate me were released in which years
Start Entity:     She Hate Me
Gold Answer:      [['2008', '2003', '1992', '2006', '1998', '2009', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1991', '1999', '1986']]
Predicted Ans:    1995
Predicted Path:   She Hate Me --[directed_by]--> Spike Lee --[(INV) directed_by]--> Clockers --[release_year]--> 1995
Path (Raw):       She Hate Me --[directed_by]--> Spike Lee --[(INV) directed_by]--> Clockers --[release_year]--> 1995
Neg LogProb(↓):   2.032207
Path Entropy(↓):  2.451536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of love in the time of cholera
Start Entity:     Love in the Time of Cholera
Gold Answer:      [['The Sea Inside', 'Abandon', 'Despicable Me 2', 'The Next Best Thing', "Goya's Ghosts", 'Catwoman', 'Piñero', 'The Dancer Upstairs', 'Second Skin', 'Between Your Legs', 'No Country for Old Men', 'Vincere', 'Miss Congeniality', 'The Gunman', 'Live Flesh', 'The Counselor', 'The Great Raid', 'The Lesser Blessed', 'Biutiful', 'Skyfall', 'Mondays in the Sun', 'To the Wonder', 'Thumbsucker']]
Predicted Ans:    The Dancer Upstairs
Predicted Path:   Love in the Time of Cholera --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs
Path (Raw):       Love in the Time of Cholera --[starred_actors]--> Javier Bardem --[No Operation]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs
Neg LogProb(↓):   1.075735
Path Entropy(↓):  1.571292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the survivors
Start Entity:     The Survivors
Gold Answer:      [['Elaine May', 'Robert Nelson Jacobs', 'Herb Gardner', 'Chris Van Allsburg', 'Isaac Asimov', 'Jack Ritchie', 'Truman Capote', 'William R. Lipman', 'Robert E. Lee', 'Omar Naim', 'Bill Lancaster', 'Mark Steven Johnson', 'Ben Hecht', 'Dirk Shafer', 'Charles MacArthur', 'Julius J. Epstein', 'Nick Castle', 'Anne Fine', 'Nelson Gidding', 'Sam Hellman', 'Geoff Rodkey', 'Arie Posin', 'Barry Levinson', 'Abe Burrows', 'Bill Forsyth', 'Billy Wilder', 'Mark Romanek', 'Bryan Forbes', 'Assi Dayan', 'Richard Matheson', 'I.A.L. Diamond', 'Walter Bernstein', 'Harold Robbins', 'Oliver Sacks', 'Marc Behm', 'John Hughes', 'Tom Schulman', 'Edward Abbey', 'Brian Garfield', 'John Musker', 'Ron Clements', 'John Paxton', 'Neil Simon', 'Robert Silverberg', 'Charles Lederer', 'Patch Adams', 'Maureen Mylander', 'Jean Poiret', 'Ben Affleck', 'David Duchovny', 'Bobcat Goldthwait', 'Damon Runyon', 'Malia Scotch Marmo', 'James V. Hart', 'Hank Ketcham', 'Matt Damon', 'Francis Veber', 'Peter Kassovitz', 'Jurek Becker', 'Matthew McDuffie', 'Nicholas E. Baehr', 'Mitch Markowitz', 'Paul Mazursky', 'Ron Shelton', 'Weldon Hill', 'Ernest Lehman', 'Gladys Lehman', 'Budd Schulberg', 'John Irving', 'Steve Tesich', 'John Godey', 'Stirling Silliphant', 'Peter De Vries', 'Jerome Lawrence', 'Crash Leyland', 'Peter Stone', 'Howard Fast', 'Saul Bellow', 'Dalton Trumbo', 'Pierre Barillet', 'Harold Ramis', 'Bartlett Cormack']]
Predicted Ans:    Neil Simon
Predicted Path:   The Survivors --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[written_by]--> Neil Simon
Path (Raw):       The Survivors --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[written_by]--> Neil Simon
Neg LogProb(↓):   1.649349
Path Entropy(↓):  2.016833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in fatherland
Start Entity:     Fatherland
Gold Answer:      [['Miranda Richardson', 'Rutger Hauer']]
Predicted Ans:    Rutger Hauer
Predicted Path:   Fatherland --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Path (Raw):       Fatherland --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.011998
Path Entropy(↓):  0.066789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is thirst
Start Entity:     Thirst
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Thirst --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Thirst --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.037000
Path Entropy(↓):  4.410519
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by last night screenwriters
Start Entity:     Last Night
Gold Answer:      [['Music']]
Predicted Ans:    Drama
Predicted Path:   Last Night --[written_by]--> Don McKellar --[(INV) written_by]--> Last Night --[has_genre]--> Drama
Path (Raw):       Last Night --[written_by]--> Don McKellar --[(INV) written_by]--> Last Night --[has_genre]--> Drama
Neg LogProb(↓):   1.317410
Path Entropy(↓):  1.870579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed bridge of dragons
Start Entity:     Bridge of Dragons
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Bridge of Dragons --[directed_by]--> Isaac Florentine --[(INV) directed_by]--> Ninja --[has_genre]--> Action
Path (Raw):       Bridge of Dragons --[directed_by]--> Isaac Florentine --[(INV) directed_by]--> Ninja --[has_genre]--> Action
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with taps
Start Entity:     Taps
Gold Answer:      [['The Karate Kid, Part III', 'The Karate Kid', 'A Walk in the Clouds', 'The Last Detail', 'Three Sailors and a Girl', 'Nuts', 'Taken', 'Taken 3']]
Predicted Ans:    Taken 3
Predicted Path:   Taps --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> Taken 3
Path (Raw):       Taps --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> Taken 3 --[No Operation]--> Taken 3
Neg LogProb(↓):   0.242649
Path Entropy(↓):  0.560758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the silent partner
Start Entity:     The Silent Partner
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   The Silent Partner --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Path (Raw):       The Silent Partner --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Neg LogProb(↓):   2.845680
Path Entropy(↓):  4.126897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by erik poppe fall under
Start Entity:     Erik Poppe
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Erik Poppe --[(INV) directed_by]--> Hawaii, Oslo --[has_genre]--> Drama
Path (Raw):       Erik Poppe --[No Operation]--> Erik Poppe --[(INV) directed_by]--> Hawaii, Oslo --[has_genre]--> Drama
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by erik white
Start Entity:     Erik White
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Erik White --[(INV) written_by]--> Lottery Ticket --[has_genre]--> Comedy
Path (Raw):       Erik White --[No Operation]--> Erik White --[(INV) written_by]--> Lottery Ticket --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter chris fisher wrote films together with who
Start Entity:     Chris Fisher
Gold Answer:      [['Thomas Berger']]
Predicted Ans:    Thomas Berger
Predicted Path:   Chris Fisher --[(INV) written_by]--> Meeting Evil --[written_by]--> Thomas Berger
Path (Raw):       Chris Fisher --[No Operation]--> Chris Fisher --[(INV) written_by]--> Meeting Evil --[written_by]--> Thomas Berger
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in anna and the king of siam also appears in which movies
Start Entity:     Anna and the King of Siam
Gold Answer:      [['The Reluctant Debutante', 'The Mudlark', 'Love Affair', 'The Long Dark Hall', 'The Ghost and Mrs. Muir', 'Sidewalks of London', 'Life with Father', 'High, Wide, and Handsome', 'The Honey Pot', 'Blithe Spirit', 'Cleopatra', 'Cimarron', 'Roberta', 'Night Train to Munich', 'Thirteen Women', 'The Agony and the Ecstasy', 'Major Barbara', 'Doctor Dolittle', 'Midnight Lace', 'Unfaithfully Yours', 'A Guy Named Joe', 'The Age of Innocence', 'The Awful Truth', 'Penny Serenade', 'Theodora Goes Wild', 'My Favorite Wife']]
Predicted Ans:    Night Train to Munich
Predicted Path:   Anna and the King of Siam --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> Night Train to Munich
Path (Raw):       Anna and the King of Siam --[starred_actors]--> Rex Harrison --[No Operation]--> Rex Harrison --[(INV) starred_actors]--> Night Train to Munich
Neg LogProb(↓):   0.456795
Path Entropy(↓):  1.212659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of budd schulberg directed films
Start Entity:     Budd Schulberg
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Budd Schulberg --[(INV) directed_by]--> Wind Across the Everglades --[release_year]--> 1958
Path (Raw):       Budd Schulberg --[No Operation]--> Budd Schulberg --[(INV) directed_by]--> Wind Across the Everglades --[release_year]--> 1958
Neg LogProb(↓):   0.001083
Path Entropy(↓):  0.009523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by stephen reynolds were in which genres
Start Entity:     Stephen Reynolds
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Stephen Reynolds --[(INV) directed_by]--> Vendetta --[has_genre]--> Action
Path (Raw):       Stephen Reynolds --[No Operation]--> Stephen Reynolds --[(INV) directed_by]--> Vendetta --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie gravity
Start Entity:     Gravity
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Gravity --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Gravity --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.402260
Path Entropy(↓):  2.619964
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film the mysterious x
Start Entity:     The Mysterious X
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Mysterious X --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Mysterious X --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.379155
Path Entropy(↓):  4.684596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by david hedison
Start Entity:     David Hedison
Gold Answer:      [['Irwin Allen']]
Predicted Ans:    Irwin Allen
Predicted Path:   David Hedison --[(INV) starred_actors]--> The Lost World --[directed_by]--> Irwin Allen
Path (Raw):       David Hedison --[No Operation]--> David Hedison --[(INV) starred_actors]--> The Lost World --[directed_by]--> Irwin Allen
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in mars needs moms
Start Entity:     Mars Needs Moms
Gold Answer:      [['Mike Myers', 'Michael McCullers', 'Ron Milbauer', 'Terri Hughes']]
Predicted Ans:    Ron Milbauer
Predicted Path:   Mars Needs Moms --[starred_actors]--> Seth Green --[(INV) starred_actors]--> Idle Hands --[written_by]--> Ron Milbauer
Path (Raw):       Mars Needs Moms --[starred_actors]--> Seth Green --[(INV) starred_actors]--> Idle Hands --[written_by]--> Ron Milbauer
Neg LogProb(↓):   0.209271
Path Entropy(↓):  0.530406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by ed westwick
Start Entity:     Ed Westwick
Gold Answer:      [['Eric Red']]
Predicted Ans:    Eric Red
Predicted Path:   Ed Westwick --[(INV) starred_actors]--> 100 Feet --[written_by]--> Eric Red
Path (Raw):       Ed Westwick --[No Operation]--> Ed Westwick --[(INV) starred_actors]--> 100 Feet --[written_by]--> Eric Red
Neg LogProb(↓):   0.006950
Path Entropy(↓):  0.041339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of notorious
Start Entity:     Notorious
Gold Answer:      [['W. Somerset Maugham', 'Thornton Wilder', 'David Dodge', 'Arthur La Bern', 'Robert E. Sherwood', 'Patrick Hamilton', 'Angus MacPhail', 'Patricia Highsmith', 'Oliver Sandys', 'Joseph Jefferson Farjeon', 'Sally Benson', 'Hall Caine', 'Barré Lyndon', 'Marie Belloc Lowndes', 'David O. Selznick', 'George Tabori', 'Dorothy Parker', 'Ernest Lehman', 'Cornell Woolrich', 'John Steinbeck', 'Peter Viertel', 'Leon Uris', 'Frank Launder', 'Hume Cronyn', 'Selwyn Jepson', 'John Buchan', 'Lizzie Mickery', 'James Bridie', 'Ethel Lina White', 'Whitfield Cook', 'Robert Benchley', 'Maxwell Anderson', 'Clemence Dane', 'David Ondaatje', 'Stephan Elliott', 'Paul Anthelme', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Anthony Shaffer', 'George Axelrod', 'Frederick Knott', 'Skip Woods', 'Samuel A. Taylor', 'Alec Coppel', 'Joseph Stefano', 'Joan Harrison', 'Charles Bennett', 'John Michael Hayes', 'Gordon McDonell', 'Philip MacDonald', 'Sidney Gilliat', 'John Galsworthy', 'Alfred Hitchcock', 'Jay Presson Allen', 'Winston Graham', 'Jerome Sable', 'Victor Canning', 'Eden Phillpotts', 'Jack Trevor Story', 'David Ayer', 'Robert Bloch', 'Joseph Conrad', 'Ben Hecht', 'Alma Reville', 'Michael Hogan', 'Walter C. Mycroft', 'Brian Moore', 'Helen Simpson', 'Arthur Laurents', 'James Hilton', 'Evan Hunter']]
Predicted Ans:    Ben Hecht
Predicted Path:   Notorious --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[written_by]--> Ben Hecht
Path (Raw):       Notorious --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[written_by]--> Ben Hecht
Neg LogProb(↓):   1.852664
Path Entropy(↓):  2.739320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie ghost dad
Start Entity:     Ghost Dad
Gold Answer:      [['1980', '1975', '1972', '1982', '1973', '1974', '1977']]
Predicted Ans:    1975
Predicted Path:   Ghost Dad --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Let's Do It Again --[release_year]--> 1975
Path (Raw):       Ghost Dad --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Let's Do It Again --[release_year]--> 1975
Neg LogProb(↓):   0.913674
Path Entropy(↓):  1.476701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by brandon quinn
Start Entity:     Brandon Quinn
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Brandon Quinn --[(INV) starred_actors]--> Thirst --[directed_by]--> Ingmar Bergman
Path (Raw):       Brandon Quinn --[No Operation]--> Brandon Quinn --[(INV) starred_actors]--> Thirst --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the green pastures
Start Entity:     The Green Pastures
Gold Answer:      [['René Clair']]
Predicted Ans:    René Clair
Predicted Path:   The Green Pastures --[written_by]--> Marc Connelly --[(INV) written_by]--> I Married a Witch --[directed_by]--> René Clair
Path (Raw):       The Green Pastures --[written_by]--> Marc Connelly --[(INV) written_by]--> I Married a Witch --[directed_by]--> René Clair
Neg LogProb(↓):   0.036898
Path Entropy(↓):  0.166918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by albert mannheimer
Start Entity:     Albert Mannheimer
Gold Answer:      [['1950', '1993']]
Predicted Ans:    1993
Predicted Path:   Albert Mannheimer --[(INV) written_by]--> Born Yesterday --[release_year]--> 1993
Path (Raw):       Albert Mannheimer --[No Operation]--> Albert Mannheimer --[(INV) written_by]--> Born Yesterday --[release_year]--> 1993
Neg LogProb(↓):   0.517807
Path Entropy(↓):  0.674813
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jordan crittenden were in which genres
Start Entity:     Jordan Crittenden
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jordan Crittenden --[(INV) written_by]--> Get to Know Your Rabbit --[has_genre]--> Comedy
Path (Raw):       Jordan Crittenden --[No Operation]--> Jordan Crittenden --[(INV) written_by]--> Get to Know Your Rabbit --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie coup de tete
Start Entity:     Coup de tête
Gold Answer:      [['Francis Veber']]
Predicted Ans:    Francis Veber
Predicted Path:   Coup de tête --[written_by]--> Francis Veber --[(INV) written_by]--> The Valet --[written_by]--> Francis Veber
Path (Raw):       Coup de tête --[written_by]--> Francis Veber --[(INV) written_by]--> The Valet --[written_by]--> Francis Veber
Neg LogProb(↓):   0.018880
Path Entropy(↓):  0.093942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with godzilla vs. mechagodzilla were released in which years
Start Entity:     Godzilla vs. Mechagodzilla
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Godzilla vs. Mechagodzilla --[written_by]--> Jun Fukuda --[(INV) written_by]--> Godzilla vs. Megalon --[release_year]--> 1973
Path (Raw):       Godzilla vs. Mechagodzilla --[written_by]--> Jun Fukuda --[(INV) written_by]--> Godzilla vs. Megalon --[release_year]--> 1973
Neg LogProb(↓):   0.005599
Path Entropy(↓):  0.041059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film glory road
Start Entity:     Glory Road
Gold Answer:      [['Ronald Neame', 'John Schlesinger', 'Wolfgang Petersen', 'Denzel Washington', 'Joseph Anthony', 'Reggie Rock Bythewood', 'Franco Zeffirelli', 'Spike Lee', 'Tony Scott', 'David Mamet', 'King Vidor', 'Mary Harron', 'Eugene Corr', 'John Boorman', 'Martin Ritt', 'Hal Ashby', 'Rob Cohen', 'Michael Goldbach', 'Courtney Solomon', "Gavin O'Connor", 'Luis Llosa', 'Francis Ford Coppola', 'Andy Tennant', 'Maximilian Schell', 'Salim Akil', 'John Singleton', 'David E. Talbert', 'Ang Lee', 'Anders Anderson', 'Brad Anderson']]
Predicted Ans:    John Boorman
Predicted Path:   Glory Road --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Deliverance --[directed_by]--> John Boorman
Path (Raw):       Glory Road --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Deliverance --[directed_by]--> John Boorman
Neg LogProb(↓):   0.498943
Path Entropy(↓):  1.159807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by ana kokkinos
Start Entity:     Ana Kokkinos
Gold Answer:      [['Head On']]
Predicted Ans:    Head On
Predicted Path:   Ana Kokkinos --[(INV) directed_by]--> Head On --[directed_by]--> Ana Kokkinos --[(INV) directed_by]--> Head On
Path (Raw):       Ana Kokkinos --[(INV) directed_by]--> Head On --[directed_by]--> Ana Kokkinos --[(INV) directed_by]--> Head On
Neg LogProb(↓):   0.055179
Path Entropy(↓):  0.220266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of educating rita
Start Entity:     Educating Rita
Gold Answer:      [['Lewis Gilbert']]
Predicted Ans:    Lewis Gilbert
Predicted Path:   Educating Rita --[written_by]--> Willy Russell --[(INV) written_by]--> Educating Rita --[directed_by]--> Lewis Gilbert
Path (Raw):       Educating Rita --[written_by]--> Willy Russell --[(INV) written_by]--> Educating Rita --[directed_by]--> Lewis Gilbert
Neg LogProb(↓):   0.001677
Path Entropy(↓):  0.013539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film salt
Start Entity:     Salt
Gold Answer:      [['Charles Williams', 'Ira Levin', 'Jeffery Deaver', 'Tom Clancy', 'Shawn Slovo', 'Phillip Noyce', 'Jonathan Hensleigh', 'Wesley Strick', 'Leslie Charteris', 'Joe Eszterhas', 'Lois Lowry', 'Richard Curtis', 'Bob Ellis', 'David Elfick', 'Doris Pilkington', 'Graham Greene', 'Charles Robert Carner', 'Philippe Mora', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Salt --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> The Quiet American --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Salt --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> The Quiet American --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.157640
Path Entropy(↓):  0.715799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote people like us
Start Entity:     People Like Us
Gold Answer:      [['Marc Webb', 'Michael Bay']]
Predicted Ans:    Alex Kurtzman
Predicted Path:   People Like Us --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[directed_by]--> Alex Kurtzman
Path (Raw):       People Like Us --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[directed_by]--> Alex Kurtzman
Neg LogProb(↓):   0.087822
Path Entropy(↓):  0.396799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of andrew keir acted films
Start Entity:     Andrew Keir
Gold Answer:      [['Paul Wendkos', 'Seth Holt']]
Predicted Ans:    Paul Wendkos
Predicted Path:   Andrew Keir --[(INV) starred_actors]--> Attack on the Iron Coast --[directed_by]--> Paul Wendkos
Path (Raw):       Andrew Keir --[No Operation]--> Andrew Keir --[(INV) starred_actors]--> Attack on the Iron Coast --[directed_by]--> Paul Wendkos
Neg LogProb(↓):   0.454786
Path Entropy(↓):  0.656471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie mohabbatein
Start Entity:     Mohabbatein
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Mohabbatein --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Mohabbatein --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.575294
Path Entropy(↓):  4.685279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie titan a. e.
Start Entity:     Titan A.E.
Gold Answer:      [['space', 'don bluth', 'animation']]
Predicted Ans:    don bluth
Predicted Path:   Titan A.E. --[has_tags]--> don bluth --[(INV) has_tags]--> Thumbelina --[has_tags]--> don bluth
Path (Raw):       Titan A.E. --[has_tags]--> don bluth --[(INV) has_tags]--> Thumbelina --[has_tags]--> don bluth
Neg LogProb(↓):   0.770580
Path Entropy(↓):  1.189787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for newsies
Start Entity:     Newsies
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Newsies --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Newsies --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.175797
Path Entropy(↓):  4.462271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote 7 boxes
Start Entity:     7 Boxes
Gold Answer:      [['Juan Carlos Maneglia']]
Predicted Ans:    Juan Carlos Maneglia
Predicted Path:   7 Boxes --[written_by]--> Juan Carlos Maneglia --[(INV) written_by]--> 7 Boxes --[written_by]--> Juan Carlos Maneglia
Path (Raw):       7 Boxes --[written_by]--> Juan Carlos Maneglia --[(INV) written_by]--> 7 Boxes --[written_by]--> Juan Carlos Maneglia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mary beth hughes starred together with who
Start Entity:     Mary Beth Hughes
Gold Answer:      [['Anthony Quinn', 'Dana Andrews', 'Henry Fonda']]
Predicted Ans:    Henry Fonda
Predicted Path:   Mary Beth Hughes --[(INV) starred_actors]--> The Ox-Bow Incident --[starred_actors]--> Henry Fonda
Path (Raw):       Mary Beth Hughes --[No Operation]--> Mary Beth Hughes --[(INV) starred_actors]--> The Ox-Bow Incident --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.007281
Path Entropy(↓):  0.045874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by charles blavette were in which languages
Start Entity:     Charles Blavette
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Charles Blavette --[(INV) starred_actors]--> Toni --[in_language]--> Italian
Path (Raw):       Charles Blavette --[No Operation]--> Charles Blavette --[(INV) starred_actors]--> Toni --[in_language]--> Italian
Neg LogProb(↓):   0.350953
Path Entropy(↓):  0.607422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in city hall
Start Entity:     City Hall
Gold Answer:      [['French', 'English', 'Danish', 'Norwegian', 'Italian', 'Hindi']]
Predicted Ans:    English
Predicted Path:   City Hall --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[in_language]--> English
Path (Raw):       City Hall --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[in_language]--> English
Neg LogProb(↓):   0.680019
Path Entropy(↓):  0.747961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the major and the minor
Start Entity:     The Major and the Minor
Gold Answer:      [['Barbara Benedek', 'Alexandre Breffort', 'Claude Anet', 'Richard L. Breen', 'Gilles Mimouni', 'Ernest Lehman', 'Billy Wilder', 'Charles Brackett', 'Edwin Blum', 'Charles Lederer', 'Charles R. Jackson', 'Anna Bonacci', 'I.A.L. Diamond', 'George Axelrod', 'Harry Kurnitz', 'Agatha Christie', 'Wendell Mayes', 'Samuel A. Taylor', 'Ferenc Molnár', 'James M. Cain', 'Francis Veber', 'Ben Hecht', 'Raymond Chandler', 'Charles MacArthur', 'Bartlett Cormack', 'Robert Harari', 'David Shaw', 'David Rayfiel', 'Edmund Trzcinski', 'Donald Bevan']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Major and the Minor --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Stalag 17 --[written_by]--> Billy Wilder
Path (Raw):       The Major and the Minor --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Stalag 17 --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.849175
Path Entropy(↓):  2.391064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by brian geraghty
Start Entity:     Brian Geraghty
Gold Answer:      [['David Brooks', 'Kathryn Bigelow', 'Kyle Patrick Alvarez']]
Predicted Ans:    Kyle Patrick Alvarez
Predicted Path:   Brian Geraghty --[(INV) starred_actors]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Path (Raw):       Brian Geraghty --[No Operation]--> Brian Geraghty --[(INV) starred_actors]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Neg LogProb(↓):   0.338397
Path Entropy(↓):  0.602471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in female agents
Start Entity:     Female Agents
Gold Answer:      [['Bernard Rose', 'James Huth', 'William Nicholson', 'Régis Roinsard', 'Pascale Pouzadoux', 'Maurice Pialat', 'Joe Wright', 'Tim Fehlbaum', 'Marina de Van', 'Philippe de Broca', 'Clarence Brown', 'Yann Samuell', 'Jérôme Salle']]
Predicted Ans:    Maurice Pialat
Predicted Path:   Female Agents --[starred_actors]--> Sophie Marceau --[(INV) starred_actors]--> Police --[directed_by]--> Maurice Pialat
Path (Raw):       Female Agents --[starred_actors]--> Sophie Marceau --[(INV) starred_actors]--> Police --[directed_by]--> Maurice Pialat
Neg LogProb(↓):   0.333917
Path Entropy(↓):  0.799531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did anne amanda opotowsky write the story for
Start Entity:     Anne Amanda Opotowsky
Gold Answer:      [['Break Up']]
Predicted Ans:    Break Up
Predicted Path:   Anne Amanda Opotowsky --[(INV) written_by]--> Break Up --[written_by]--> Anne Amanda Opotowsky --[(INV) written_by]--> Break Up
Path (Raw):       Anne Amanda Opotowsky --[(INV) written_by]--> Break Up --[written_by]--> Anne Amanda Opotowsky --[(INV) written_by]--> Break Up
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by audrey long released
Start Entity:     Audrey Long
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Audrey Long --[(INV) starred_actors]--> Desperate --[release_year]--> 1947
Path (Raw):       Audrey Long --[No Operation]--> Audrey Long --[(INV) starred_actors]--> Desperate --[release_year]--> 1947
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by johan rheborg in
Start Entity:     Johan Rheborg
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Johan Rheborg --[(INV) written_by]--> Four Shades of Brown --[in_language]--> Swedish
Path (Raw):       Johan Rheborg --[No Operation]--> Johan Rheborg --[(INV) written_by]--> Four Shades of Brown --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the pact actors
Start Entity:     The Pact
Gold Answer:      [['Caradog W. James', 'Benson Lee']]
Predicted Ans:    Caradog W. James
Predicted Path:   The Pact --[starred_actors]--> Caity Lotz --[(INV) starred_actors]--> The Machine --[directed_by]--> Caradog W. James
Path (Raw):       The Pact --[starred_actors]--> Caity Lotz --[(INV) starred_actors]--> The Machine --[directed_by]--> Caradog W. James
Neg LogProb(↓):   0.013490
Path Entropy(↓):  0.071401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a sound of thunder also wrote which movies
Start Entity:     A Sound of Thunder
Gold Answer:      [['It Came from Outer Space', 'The Wonderful Ice Cream Suit', 'Fahrenheit 451', 'The Halloween Tree', 'The Illustrated Man', 'Something Wicked This Way Comes', 'Moby Dick']]
Predicted Ans:    Fahrenheit 451
Predicted Path:   A Sound of Thunder --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451
Path (Raw):       A Sound of Thunder --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[No Operation]--> Fahrenheit 451
Neg LogProb(↓):   0.210153
Path Entropy(↓):  0.744275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in december boys
Start Entity:     December Boys
Gold Answer:      [['Daniel Radcliffe']]
Predicted Ans:    Daniel Radcliffe
Predicted Path:   December Boys --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> Harry Potter and the Order of the Phoenix --[starred_actors]--> Daniel Radcliffe
Path (Raw):       December Boys --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> Harry Potter and the Order of the Phoenix --[starred_actors]--> Daniel Radcliffe
Neg LogProb(↓):   0.009876
Path Entropy(↓):  0.057399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in in their skin
Start Entity:     In Their Skin
Gold Answer:      [['Selma Blair', 'Rachel Miner', "James D'Arcy", 'Joshua Close']]
Predicted Ans:    James D'Arcy
Predicted Path:   In Their Skin --[starred_actors]--> Rachel Miner --[(INV) starred_actors]--> In Their Skin --[starred_actors]--> James D'Arcy
Path (Raw):       In Their Skin --[starred_actors]--> Rachel Miner --[(INV) starred_actors]--> In Their Skin --[starred_actors]--> James D'Arcy
Neg LogProb(↓):   1.019442
Path Entropy(↓):  1.444907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Street scene, when was it released
Start Entity:     Street Scene
Gold Answer:      [['1931']]
Predicted Ans:    1931
Predicted Path:   Street Scene --[release_year]--> 1931 --[(INV) release_year]--> Charlie Chan Carries On --[release_year]--> 1931
Path (Raw):       Street Scene --[release_year]--> 1931 --[(INV) release_year]--> Charlie Chan Carries On --[release_year]--> 1931
Neg LogProb(↓):   1.468321
Path Entropy(↓):  2.474687
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by andrzej wajda
Start Entity:     Andrzej Wajda
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Andrzej Wajda --[(INV) written_by]--> Tatarak --[has_genre]--> Drama
Path (Raw):       Andrzej Wajda --[No Operation]--> Andrzej Wajda --[(INV) written_by]--> Tatarak --[has_genre]--> Drama
Neg LogProb(↓):   0.367249
Path Entropy(↓):  0.627564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of robert john burke acted films
Start Entity:     Robert John Burke
Gold Answer:      [['Frank Miller', 'Fred Dekker', 'Michael McDowell', 'Hal Hartley', 'Stephen King', 'Todd Haynes', 'Tom Holland', 'Boaz Yakin']]
Predicted Ans:    Boaz Yakin
Predicted Path:   Robert John Burke --[(INV) starred_actors]--> Safe --[written_by]--> Boaz Yakin
Path (Raw):       Robert John Burke --[No Operation]--> Robert John Burke --[(INV) starred_actors]--> Safe --[written_by]--> Boaz Yakin
Neg LogProb(↓):   0.011706
Path Entropy(↓):  0.075198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by sam spruell
Start Entity:     Sam Spruell
Gold Answer:      [['Henrik Ruben Genz']]
Predicted Ans:    Henrik Ruben Genz
Predicted Path:   Sam Spruell --[(INV) starred_actors]--> Good People --[directed_by]--> Henrik Ruben Genz
Path (Raw):       Sam Spruell --[No Operation]--> Sam Spruell --[(INV) starred_actors]--> Good People --[directed_by]--> Henrik Ruben Genz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by khartoum actors
Start Entity:     Khartoum
Gold Answer:      [['William Dieterle', 'Mike Newell', 'Cecil B. DeMille', 'John Schlesinger', 'Rudolph Maté', 'Henry Levin', 'Richard Fleischer', 'Richard C. Sarafian', 'Michael Anderson', 'William A. Wellman', 'Guy Green', 'Tim Whelan', 'Tom Gries', 'Stuart Burge', 'John Badham', 'Carol Reed', 'Alex Proyas', 'Kenneth Branagh', 'Alan Crosland', 'Stanley Kubrick', 'King Vidor', 'Otto Preminger', 'Charlton Heston', 'Jack Smight', 'Ken Annakin', 'Nicholas Ray', 'Mark Robson', 'Boris Sagal', 'Anthony Mann', 'Byron Haskin', 'Franklin J. Schaffner', 'William K. Howard', 'Larry Peerce', 'Tod Browning', 'George Roy Hill', 'Laurence Olivier', 'Alfred Hitchcock', 'Tim Burton', 'John Guillermin', 'Tony Richardson', 'Alexander Korda', 'Oliver Parker', 'Nick Murphy', 'William Wyler', 'Charles Marquis Warren', 'Orson Welles', 'Sam Peckinpah', 'Fraser Clarke Heston', 'Joseph L. Mankiewicz', 'Brian De Palma']]
Predicted Ans:    Tim Burton
Predicted Path:   Khartoum --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[directed_by]--> Tim Burton
Path (Raw):       Khartoum --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.317377
Path Entropy(↓):  1.074354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film trishna
Start Entity:     Trishna
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Trishna --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Trishna --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.490621
Path Entropy(↓):  4.651540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in victor victoria
Start Entity:     Victor Victoria
Gold Answer:      [['Robert Preston', 'Lesley Ann Warren', 'Julie Andrews', 'James Garner']]
Predicted Ans:    James Garner
Predicted Path:   Victor Victoria --[starred_actors]--> James Garner --[(INV) starred_actors]--> Skin Game --[starred_actors]--> James Garner
Path (Raw):       Victor Victoria --[starred_actors]--> James Garner --[(INV) starred_actors]--> Skin Game --[starred_actors]--> James Garner
Neg LogProb(↓):   0.119863
Path Entropy(↓):  0.411726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed phantom lady
Start Entity:     Phantom Lady
Gold Answer:      [['Short', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Phantom Lady --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[has_genre]--> Crime
Path (Raw):       Phantom Lady --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[has_genre]--> Crime
Neg LogProb(↓):   0.716004
Path Entropy(↓):  0.807112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the hunting party director
Start Entity:     The Hunting Party
Gold Answer:      [['Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Hunting Party --[directed_by]--> Don Medford --[(INV) directed_by]--> The Hunting Party --[has_genre]--> Adventure
Path (Raw):       The Hunting Party --[directed_by]--> Don Medford --[(INV) directed_by]--> The Hunting Party --[has_genre]--> Adventure
Neg LogProb(↓):   0.668319
Path Entropy(↓):  0.701403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by scott hale
Start Entity:     Scott Hale
Gold Answer:      [['Don Siegel']]
Predicted Ans:    Don Siegel
Predicted Path:   Scott Hale --[(INV) written_by]--> The Shootist --[directed_by]--> Don Siegel
Path (Raw):       Scott Hale --[No Operation]--> Scott Hale --[(INV) written_by]--> The Shootist --[directed_by]--> Don Siegel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in goodbye, columbus
Start Entity:     Goodbye, Columbus
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Goodbye, Columbus --[starred_actors]--> Richard Benjamin --[(INV) starred_actors]--> Catch-22 --[has_genre]--> Comedy
Path (Raw):       Goodbye, Columbus --[starred_actors]--> Richard Benjamin --[(INV) starred_actors]--> Catch-22 --[has_genre]--> Comedy
Neg LogProb(↓):   0.058120
Path Entropy(↓):  0.256542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did katrin cartlidge star in
Start Entity:     Katrin Cartlidge
Gold Answer:      [['Career Girls', 'Before the Rain']]
Predicted Ans:    Career Girls
Predicted Path:   Katrin Cartlidge --[(INV) starred_actors]--> Career Girls --[starred_actors]--> Katrin Cartlidge --[(INV) starred_actors]--> Career Girls
Path (Raw):       Katrin Cartlidge --[(INV) starred_actors]--> Career Girls --[starred_actors]--> Katrin Cartlidge --[(INV) starred_actors]--> Career Girls
Neg LogProb(↓):   0.002360
Path Entropy(↓):  0.017363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the 16 blocks director
Start Entity:     16 Blocks
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   16 Blocks --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[has_genre]--> Comedy
Path (Raw):       16 Blocks --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[has_genre]--> Comedy
Neg LogProb(↓):   0.694799
Path Entropy(↓):  0.705653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by stan daniels
Start Entity:     Stan Daniels
Gold Answer:      [['Arthur Hiller']]
Predicted Ans:    Arthur Hiller
Predicted Path:   Stan Daniels --[(INV) written_by]--> The Lonely Guy --[directed_by]--> Arthur Hiller
Path (Raw):       Stan Daniels --[No Operation]--> Stan Daniels --[(INV) written_by]--> The Lonely Guy --[directed_by]--> Arthur Hiller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed o. c. and stiggs
Start Entity:     O.C. and Stiggs
Gold Answer:      [['Liv Tyler', 'Philip Baker Hall', 'Michael Gambon', 'Nina van Pallandt', 'Miranda Richardson', 'Jennifer Jason Leigh', 'Bibi Andersson', 'Julianne Moore', 'Glenn Close', 'Harvey Keitel', 'Mark Rydell', 'Kenneth Branagh', 'Sally Kellerman', 'Tom Skerritt', 'James Caan', 'Elliott Gould', 'Karen Black', 'Shelley Duvall', "Chris O'Donnell", 'Barbara Baxley', 'David Arkin', 'Sam Shepard', 'Sissy Spacek', 'Daryl Hannah', 'Jack Lemmon', 'Sterling Hayden', 'Martin Gabel', 'Embeth Davidtz', 'Paul Dooley', 'Janice Rule', 'Fernando Rey', 'Mitchell Lichtenstein', 'Robin Williams', 'Ned Beatty', 'David Alan Grier', 'Neve Campbell', 'Sandy Dennis', 'Michael Burns', 'Vittorio Gassman', 'Kim Basinger', 'Bud Cort', 'James Dean', 'Harry Belafonte', 'Paul Newman', 'Robert Duvall', 'Malcolm McDowell', 'Harry Dean Stanton', 'Mia Farrow', 'Michael Murphy', 'Donald Sutherland', 'Joel Grey', 'Randy Quaid', 'Matthew Modine', 'George Segal', 'Kristin Scott Thomas', 'Keith Carradine', 'Woody Harrelson', 'Tim Robbins', 'Michael Wright', 'Andie MacDowell', 'Carol Burnett', 'Tommy Lee Jones', 'Maggie Smith']]
Predicted Ans:    Jack Lemmon
Predicted Path:   O.C. and Stiggs --[directed_by]--> Robert Altman --[(INV) directed_by]--> Short Cuts --[starred_actors]--> Jack Lemmon
Path (Raw):       O.C. and Stiggs --[directed_by]--> Robert Altman --[(INV) directed_by]--> Short Cuts --[starred_actors]--> Jack Lemmon
Neg LogProb(↓):   0.488906
Path Entropy(↓):  1.423156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the hollywood canteen director release
Start Entity:     Hollywood Canteen
Gold Answer:      [['1963', '1954', '1950', '1959', '1996', '1947', '1958', '1956', '1943']]
Predicted Ans:    1956
Predicted Path:   Hollywood Canteen --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal --[release_year]--> 1956
Path (Raw):       Hollywood Canteen --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal --[release_year]--> 1956
Neg LogProb(↓):   0.871161
Path Entropy(↓):  1.878973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the unfaithful
Start Entity:     The Unfaithful
Gold Answer:      [['Vincent Sherman']]
Predicted Ans:    Vincent Sherman
Predicted Path:   The Unfaithful --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Backfire --[directed_by]--> Vincent Sherman
Path (Raw):       The Unfaithful --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Backfire --[directed_by]--> Vincent Sherman
Neg LogProb(↓):   0.100775
Path Entropy(↓):  0.353208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie mondays in the sun
Start Entity:     Mondays in the Sun
Gold Answer:      [['Fernando León de Aranoa']]
Predicted Ans:    Fernando León de Aranoa
Predicted Path:   Mondays in the Sun --[directed_by]--> Fernando León de Aranoa --[(INV) directed_by]--> Mondays in the Sun --[directed_by]--> Fernando León de Aranoa
Path (Raw):       Mondays in the Sun --[directed_by]--> Fernando León de Aranoa --[(INV) directed_by]--> Mondays in the Sun --[directed_by]--> Fernando León de Aranoa
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of things we lost in the fire starred who
Start Entity:     Things We Lost in the Fire
Gold Answer:      [['Paprika Steen', 'Sonja Richter', 'Trine Dyrholm', 'Nikolaj Lie Kaas', 'Maria Bonnevie', 'Natalie Portman', 'Ulrich Thomsen', 'Mads Mikkelsen', 'Jennifer Lawrence', 'Bradley Cooper', 'Connie Nielsen', 'Jake Gyllenhaal', 'Tobey Maguire', 'Mikael Persbrandt']]
Predicted Ans:    Mikael Persbrandt
Predicted Path:   Things We Lost in the Fire --[directed_by]--> Susanne Bier --[(INV) directed_by]--> In a Better World --[starred_actors]--> Mikael Persbrandt
Path (Raw):       Things We Lost in the Fire --[directed_by]--> Susanne Bier --[(INV) directed_by]--> In a Better World --[starred_actors]--> Mikael Persbrandt
Neg LogProb(↓):   1.423052
Path Entropy(↓):  1.587447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the reivers
Start Entity:     The Reivers
Gold Answer:      [['Lauren Bacall', 'Anthony Franciosa', 'Jack La Rue', 'Sarah Miles', 'James Franco', 'David Brian', 'Miriam Hopkins', 'Robert Mitchum', 'Candy Clark', 'Joan Collins', 'Joanne Woodward', 'Paul Newman', 'Humphrey Bogart', 'Orson Welles', 'Jack Hawkins']]
Predicted Ans:    James Franco
Predicted Path:   The Reivers --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[starred_actors]--> James Franco
Path (Raw):       The Reivers --[written_by]--> William Faulkner --[(INV) written_by]--> As I Lay Dying --[starred_actors]--> James Franco
Neg LogProb(↓):   0.394249
Path Entropy(↓):  0.658359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the boy in blue
Start Entity:     The Boy in Blue
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Boy in Blue --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> Lost Horizon --[in_language]--> English
Path (Raw):       The Boy in Blue --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> Lost Horizon --[in_language]--> English
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of under the cherry moon
Start Entity:     Under the Cherry Moon
Gold Answer:      [['Prince']]
Predicted Ans:    Prince
Predicted Path:   Under the Cherry Moon --[directed_by]--> Prince --[(INV) directed_by]--> Graffiti Bridge --[directed_by]--> Prince
Path (Raw):       Under the Cherry Moon --[directed_by]--> Prince --[(INV) directed_by]--> Graffiti Bridge --[directed_by]--> Prince
Neg LogProb(↓):   0.000103
Path Entropy(↓):  0.001051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with jonathan penner
Start Entity:     Jonathan Penner
Gold Answer:      [['Ron Eldard', 'Annabeth Gish', 'Cameron Diaz']]
Predicted Ans:    Cameron Diaz
Predicted Path:   Jonathan Penner --[(INV) starred_actors]--> The Last Supper --[starred_actors]--> Cameron Diaz
Path (Raw):       Jonathan Penner --[No Operation]--> Jonathan Penner --[(INV) starred_actors]--> The Last Supper --[starred_actors]--> Cameron Diaz
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of howard the duck also wrote which films
Start Entity:     Howard the Duck
Gold Answer:      [['Messiah of Evil', 'Indiana Jones and the Temple of Doom', 'Man-Thing', 'Radioland Murders']]
Predicted Ans:    Howard the Duck
Predicted Path:   Howard the Duck --[written_by]--> Willard Huyck --[(INV) written_by]--> Howard the Duck
Path (Raw):       Howard the Duck --[written_by]--> Willard Huyck --[(INV) written_by]--> Howard the Duck --[No Operation]--> Howard the Duck
Neg LogProb(↓):   0.023482
Path Entropy(↓):  0.133042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies written by the train robbers writers release
Start Entity:     The Train Robbers
Gold Answer:      [['1964', '1971', '1957', '1990', '1959', '1956']]
Predicted Ans:    1956
Predicted Path:   The Train Robbers --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       The Train Robbers --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   0.299640
Path Entropy(↓):  0.954212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by roberto benigni fall under
Start Entity:     Roberto Benigni
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[has_genre]--> Comedy
Path (Raw):       Roberto Benigni --[No Operation]--> Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[has_genre]--> Comedy
Neg LogProb(↓):   0.016429
Path Entropy(↓):  0.087263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of spartacus
Start Entity:     Spartacus
Gold Answer:      [['The Killing', 'Full Metal Jacket', 'The Shining', 'Barry Lyndon', 'The Seafarers', 'Paths of Glory', 'A Clockwork Orange', "Killer's Kiss", 'Fear and Desire', 'Eyes Wide Shut', 'Lolita']]
Predicted Ans:    Lolita
Predicted Path:   Spartacus --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Lolita
Path (Raw):       Spartacus --[No Operation]--> Spartacus --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Lolita
Neg LogProb(↓):   0.770239
Path Entropy(↓):  1.076196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in look who's talking too
Start Entity:     Look Who's Talking Too
Gold Answer:      [['Cordell Barker', 'Michael Crichton', 'Luc Besson', 'Quentin Tarantino', 'Wolf Rilla', 'Roger Avary', 'Byron Howard', 'Tom Matthews', 'Eric Williams', 'Warren Casey', 'Jane Wagner', 'Jim Jacobs', 'Desmond Nakano', 'William Butler', 'John Wyndham', 'Nelson DeMille', 'Jonathan Harr', 'L. Ron Hubbard', 'Nico Mastorakis', 'John Cassavetes', 'Markus Schleinzer', 'John Herzfeld', 'Steven Zaillian', 'Chris Williams', 'Sylvester Stallone', 'Graham Yost', 'Amy Heckerling', 'Evan Daugherty', 'Elmore Leonard', 'Nora Ephron', 'Gerald Di Pego', 'Steven Greene', 'Eric Alter', 'Nik Cohn', 'Brian De Palma', 'Joe Klein', 'Nick Thiel']]
Predicted Ans:    Amy Heckerling
Predicted Path:   Look Who's Talking Too --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[written_by]--> Amy Heckerling
Path (Raw):       Look Who's Talking Too --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[written_by]--> Amy Heckerling
Neg LogProb(↓):   0.127055
Path Entropy(↓):  0.463615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the hotel new hampshire are directed by who
Start Entity:     The Hotel New Hampshire
Gold Answer:      [['Daniel Mann', 'Adrian Lyne', 'Penelope Spheeris', 'Shekhar Kapur', 'Megan Griffiths', 'Dennis Hopper', 'Spike Lee', 'Peter Markle', 'Jonathan Demme', 'Neill Blomkamp', 'Richard Donner', 'Michael Apted', 'Roman Polanski', 'Mark Levin', 'Jennifer Flackett', 'Tony Bill', 'Nicolas Gessner', 'Ken Annakin', 'Martin Ritt', 'Alan Parker', 'Don Sharp', 'Robert Boris', 'Larry Peerce', 'Hal Ashby', 'Jon Amiel', 'Joel Schumacher', 'Robert Schwentke', 'John Moore', 'Bob Swaim', 'Neil Jordan', 'Andy Tennant', 'Steve Kloves', 'Robert Zemeckis', 'Robert Lieberman', 'Michael Hofmann', 'Eric Steven Stahl', 'David Fincher', 'Kevin Bacon', 'Jonathan Kaplan', 'Jodie Foster', 'Delphine Gleize', 'Zoltan Korda', 'Gary Nelson', 'Michael Ritchie']]
Predicted Ans:    Spike Lee
Predicted Path:   The Hotel New Hampshire --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       The Hotel New Hampshire --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.426305
Path Entropy(↓):  1.339729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director bruno forzani co - directed films with who
Start Entity:     Bruno Forzani
Gold Answer:      [['Hélène Cattet']]
Predicted Ans:    Bruno Forzani
Predicted Path:   Bruno Forzani --[(INV) directed_by]--> Amer --[directed_by]--> Bruno Forzani
Path (Raw):       Bruno Forzani --[No Operation]--> Bruno Forzani --[(INV) directed_by]--> Amer --[directed_by]--> Bruno Forzani
Neg LogProb(↓):   0.099329
Path Entropy(↓):  0.312956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in the slingshot
Start Entity:     The Slingshot
Gold Answer:      [['J.D. Zeik', 'Steve Barancik', 'David Mamet', 'Catherine Johnson', 'Eric Lomax', 'Matt Damon', 'Hans Petter Moland', 'Dashiell Hammett', 'Aimee Lagos', 'Wesley Strick', 'Zafar Hai', 'Ben Affleck', 'Hans Alfredson', 'Kjell Grede', 'Ronald Harwood']]
Predicted Ans:    Ben Affleck
Predicted Path:   The Slingshot --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> Good Will Hunting --[written_by]--> Ben Affleck
Path (Raw):       The Slingshot --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> Good Will Hunting --[written_by]--> Ben Affleck
Neg LogProb(↓):   0.759269
Path Entropy(↓):  1.484989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie ulee's gold in a few words
Start Entity:     Ulee's Gold
Gold Answer:      [['r', 'peter fonda']]
Predicted Ans:    r
Predicted Path:   Ulee's Gold --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       Ulee's Gold --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.003071
Path Entropy(↓):  0.024149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film climates
Start Entity:     Climates
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Climates --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Climates --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.902678
Path Entropy(↓):  4.602067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote inventing the abbotts
Start Entity:     Inventing the Abbotts
Gold Answer:      [['Diane Keaton', 'Kristen Stewart', 'Melissa Leo', 'James Gandolfini', 'Liam Neeson', 'Jon Cryer']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Inventing the Abbotts --[written_by]--> Ken Hixon --[(INV) written_by]--> Inventing the Abbotts --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Inventing the Abbotts --[written_by]--> Ken Hixon --[(INV) written_by]--> Inventing the Abbotts --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.028196
Path Entropy(↓):  0.145023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by james gilbert
Start Entity:     James Gilbert
Gold Answer:      [['Christopher MacBride']]
Predicted Ans:    Christopher MacBride
Predicted Path:   James Gilbert --[(INV) starred_actors]--> The Conspiracy --[directed_by]--> Christopher MacBride
Path (Raw):       James Gilbert --[No Operation]--> James Gilbert --[(INV) starred_actors]--> The Conspiracy --[directed_by]--> Christopher MacBride
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jeremy kemp
Start Entity:     Jeremy Kemp
Gold Answer:      [['Jerry Zucker', 'Basilio Franchina', 'Blake Edwards', 'Jack Seddon', 'David Pursall', 'David Zucker', 'William Peter Blatty', 'Jim Abrahams', 'Ben Barzman', 'Gerald Hanley']]
Predicted Ans:    William Peter Blatty
Predicted Path:   Jeremy Kemp --[(INV) starred_actors]--> Darling Lili --[written_by]--> William Peter Blatty
Path (Raw):       Jeremy Kemp --[No Operation]--> Jeremy Kemp --[(INV) starred_actors]--> Darling Lili --[written_by]--> William Peter Blatty
Neg LogProb(↓):   0.606586
Path Entropy(↓):  1.109753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with diane ruggiero
Start Entity:     Diane Ruggiero
Gold Answer:      [['Rob Thomas']]
Predicted Ans:    Diane Ruggiero
Predicted Path:   Diane Ruggiero --[(INV) written_by]--> Veronica Mars --[written_by]--> Diane Ruggiero
Path (Raw):       Diane Ruggiero --[No Operation]--> Diane Ruggiero --[(INV) written_by]--> Veronica Mars --[written_by]--> Diane Ruggiero
Neg LogProb(↓):   0.004238
Path Entropy(↓):  0.027337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movies acted by clara bow
Start Entity:     Clara Bow
Gold Answer:      [['William A. Wellman', 'Larisa Shepitko', 'Victor Fleming', 'John Francis Dillon']]
Predicted Ans:    Victor Fleming
Predicted Path:   Clara Bow --[(INV) starred_actors]--> Mantrap --[directed_by]--> Victor Fleming
Path (Raw):       Clara Bow --[No Operation]--> Clara Bow --[(INV) starred_actors]--> Mantrap --[directed_by]--> Victor Fleming
Neg LogProb(↓):   0.000688
Path Entropy(↓):  0.005777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film presenting lily mars starred which actors
Start Entity:     Presenting Lily Mars
Gold Answer:      [['Van Heflin', 'Judy Garland']]
Predicted Ans:    Judy Garland
Predicted Path:   Presenting Lily Mars --[starred_actors]--> Judy Garland --[(INV) starred_actors]--> Girl Crazy --[starred_actors]--> Judy Garland
Path (Raw):       Presenting Lily Mars --[starred_actors]--> Judy Garland --[(INV) starred_actors]--> Girl Crazy --[starred_actors]--> Judy Garland
Neg LogProb(↓):   0.727704
Path Entropy(↓):  1.412145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of virginia van upp written movies
Start Entity:     Virginia Van Upp
Gold Answer:      [['1941', '1944', '1938']]
Predicted Ans:    1944
Predicted Path:   Virginia Van Upp --[(INV) written_by]--> Together Again --[release_year]--> 1944
Path (Raw):       Virginia Van Upp --[No Operation]--> Virginia Van Upp --[(INV) written_by]--> Together Again --[release_year]--> 1944
Neg LogProb(↓):   0.262862
Path Entropy(↓):  0.646572
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by super sucker screenwriters
Start Entity:     Super Sucker
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Super Sucker --[written_by]--> Jeff Daniels --[(INV) written_by]--> Escanaba in da Moonlight --[has_genre]--> Comedy
Path (Raw):       Super Sucker --[written_by]--> Jeff Daniels --[(INV) written_by]--> Escanaba in da Moonlight --[has_genre]--> Comedy
Neg LogProb(↓):   0.000234
Path Entropy(↓):  0.002189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the going the distance director release
Start Entity:     Going the Distance
Gold Answer:      [['2008', '2002']]
Predicted Ans:    2010
Predicted Path:   Going the Distance --[directed_by]--> Nanette Burstein --[(INV) directed_by]--> Going the Distance --[release_year]--> 2010
Path (Raw):       Going the Distance --[directed_by]--> Nanette Burstein --[(INV) directed_by]--> Going the Distance --[release_year]--> 2010
Neg LogProb(↓):   0.882679
Path Entropy(↓):  1.689899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie did revaz gabriadze write
Start Entity:     Revaz Gabriadze
Gold Answer:      [['Kin-dza-dza!']]
Predicted Ans:    Kin-dza-dza!
Predicted Path:   Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza! --[written_by]--> Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza!
Path (Raw):       Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza! --[written_by]--> Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza!
Neg LogProb(↓):   0.001867
Path Entropy(↓):  0.014882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe his girl friday
Start Entity:     His Girl Friday
Gold Answer:      [['howard hawks', 'bd-r', 'national film registry', 'screwball comedy', 'screwball', 'cary grant', 'rosalind russell']]
Predicted Ans:    joan fontaine
Predicted Path:   His Girl Friday --[has_tags]--> rosalind russell --[(INV) has_tags]--> The Women --[has_tags]--> joan fontaine
Path (Raw):       His Girl Friday --[has_tags]--> rosalind russell --[(INV) has_tags]--> The Women --[has_tags]--> joan fontaine
Neg LogProb(↓):   0.911533
Path Entropy(↓):  1.206821
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for floating skyscrapers
Start Entity:     Floating Skyscrapers
Gold Answer:      [['Tomasz Wasilewski']]
Predicted Ans:    Tomasz Wasilewski
Predicted Path:   Floating Skyscrapers --[written_by]--> Tomasz Wasilewski --[(INV) written_by]--> Floating Skyscrapers --[written_by]--> Tomasz Wasilewski
Path (Raw):       Floating Skyscrapers --[written_by]--> Tomasz Wasilewski --[(INV) written_by]--> Floating Skyscrapers --[written_by]--> Tomasz Wasilewski
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by david johansen fall under
Start Entity:     David Johansen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David Johansen --[(INV) starred_actors]--> Let It Ride --[has_genre]--> Comedy
Path (Raw):       David Johansen --[No Operation]--> David Johansen --[(INV) starred_actors]--> Let It Ride --[has_genre]--> Comedy
Neg LogProb(↓):   0.013046
Path Entropy(↓):  0.069205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by rocky iii actors
Start Entity:     Rocky III
Gold Answer:      [['Burmese', 'English', 'French', 'Hindi']]
Predicted Ans:    Burmese
Predicted Path:   Rocky III --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[in_language]--> Burmese
Path (Raw):       Rocky III --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[in_language]--> Burmese
Neg LogProb(↓):   0.101388
Path Entropy(↓):  0.397197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by farhan akhtar were in which genres
Start Entity:     Farhan Akhtar
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Farhan Akhtar --[(INV) directed_by]--> Don 2 --[has_genre]--> Action
Path (Raw):       Farhan Akhtar --[No Operation]--> Farhan Akhtar --[(INV) directed_by]--> Don 2 --[has_genre]--> Action
Neg LogProb(↓):   1.119260
Path Entropy(↓):  0.873497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by falling down actors release
Start Entity:     Falling Down
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '1973', '2014', '1994', '1956', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '1989', '1996', '1926', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1975', '1991', '1987', '1969']]
Predicted Ans:    2009
Predicted Path:   Falling Down --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Path (Raw):       Falling Down --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[release_year]--> 2009
Neg LogProb(↓):   1.319548
Path Entropy(↓):  2.860499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by lorna maitland were released in which years
Start Entity:     Lorna Maitland
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Lorna Maitland --[(INV) starred_actors]--> Lorna --[release_year]--> 1964
Path (Raw):       Lorna Maitland --[No Operation]--> Lorna Maitland --[(INV) starred_actors]--> Lorna --[release_year]--> 1964
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the green butchers
Start Entity:     The Green Butchers
Gold Answer:      [['Flickering Lights', 'The Salvation', 'Brothers', 'In a Better World', "Adam's Apples", 'Stealing Rembrandt', 'Murk']]
Predicted Ans:    Adam's Apples
Predicted Path:   The Green Butchers --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples
Path (Raw):       The Green Butchers --[No Operation]--> The Green Butchers --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples
Neg LogProb(↓):   0.222927
Path Entropy(↓):  0.794940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the mod squad
Start Entity:     The Mod Squad
Gold Answer:      [['Curtis Hanson']]
Predicted Ans:    Curtis Hanson
Predicted Path:   The Mod Squad --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile --[directed_by]--> Curtis Hanson
Path (Raw):       The Mod Squad --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   0.000402
Path Entropy(↓):  0.003547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of otis
Start Entity:     Otis
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Otis --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Otis --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.873060
Path Entropy(↓):  4.347375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film normal life
Start Entity:     Normal Life
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Normal Life --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Path (Raw):       Normal Life --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Neg LogProb(↓):   2.827959
Path Entropy(↓):  4.453629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of libeled lady
Start Entity:     Libeled Lady
Gold Answer:      [['1934', '1940', '1942', '1928', '1925', '1929', '1947', '1935', '2002', '1932', '1986', '1926', '1937', '1958', '1930', '1931']]
Predicted Ans:    1934
Predicted Path:   Libeled Lady --[directed_by]--> Jack Conway --[(INV) directed_by]--> Viva Villa! --[release_year]--> 1934
Path (Raw):       Libeled Lady --[directed_by]--> Jack Conway --[(INV) directed_by]--> Viva Villa! --[release_year]--> 1934
Neg LogProb(↓):   1.497636
Path Entropy(↓):  1.579518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with willis hall
Start Entity:     Willis Hall
Gold Answer:      [['Keith Waterhouse', 'Mary Hayley Bell']]
Predicted Ans:    Keith Waterhouse
Predicted Path:   Willis Hall --[(INV) written_by]--> Whistle Down the Wind --[written_by]--> Keith Waterhouse
Path (Raw):       Willis Hall --[No Operation]--> Willis Hall --[(INV) written_by]--> Whistle Down the Wind --[written_by]--> Keith Waterhouse
Neg LogProb(↓):   0.001783
Path Entropy(↓):  0.013662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie mary were in which languages
Start Entity:     Mary
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Mary --[written_by]--> Abel Ferrara --[(INV) written_by]--> Welcome to New York --[in_language]--> French
Path (Raw):       Mary --[written_by]--> Abel Ferrara --[(INV) written_by]--> Welcome to New York --[in_language]--> French
Neg LogProb(↓):   0.004375
Path Entropy(↓):  0.032275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with rage of angels
Start Entity:     Rage of Angels
Gold Answer:      [["Billy Rose's Jumbo", 'The Bachelor and the Bobby-Soxer', 'Dream Wife', 'Nancy Goes to Rio', 'The Naked Face', 'The Other Side of Midnight', 'Rich, Young and Pretty', 'Annie Get Your Gun']]
Predicted Ans:    The Naked Face
Predicted Path:   Rage of Angels --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Naked Face
Path (Raw):       Rage of Angels --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Naked Face --[No Operation]--> The Naked Face
Neg LogProb(↓):   1.326753
Path Entropy(↓):  1.846385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the'human'factor
Start Entity:     The 'Human' Factor
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The 'Human' Factor --[starred_actors]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       The 'Human' Factor --[starred_actors]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.200953
Path Entropy(↓):  0.482639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by john sutton
Start Entity:     John Sutton
Gold Answer:      [['Edward Bernds', 'Joe May', 'Curt Siodmak', 'Lester Cole']]
Predicted Ans:    Curt Siodmak
Predicted Path:   John Sutton --[(INV) starred_actors]--> The Invisible Man Returns --[written_by]--> Curt Siodmak
Path (Raw):       John Sutton --[No Operation]--> John Sutton --[(INV) starred_actors]--> The Invisible Man Returns --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.063785
Path Entropy(↓):  0.287224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with if i had a million in
Start Entity:     If I Had a Million
Gold Answer:      [['English', 'French', 'Spanish', 'German']]
Predicted Ans:    English
Predicted Path:   If I Had a Million --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       If I Had a Million --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.140164
Path Entropy(↓):  0.482986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by raymond bernard
Start Entity:     Raymond Bernard
Gold Answer:      [['Russell Crowe', 'Harry Baur', 'Fredric March', 'Amanda Seyfried', 'Jean Gabin', 'Charles Laughton', 'Charles Vanel', 'Anne Hathaway', 'Hugh Jackman']]
Predicted Ans:    Hugh Jackman
Predicted Path:   Raymond Bernard --[(INV) directed_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Path (Raw):       Raymond Bernard --[No Operation]--> Raymond Bernard --[(INV) directed_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.063260
Path Entropy(↓):  0.281010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of halloween ii
Start Entity:     Halloween II
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Halloween II --[directed_by]--> Rob Zombie --[(INV) directed_by]--> The Devil's Rejects --[has_genre]--> Horror
Path (Raw):       Halloween II --[directed_by]--> Rob Zombie --[(INV) directed_by]--> The Devil's Rejects --[has_genre]--> Horror
Neg LogProb(↓):   0.613682
Path Entropy(↓):  1.238437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did nikolaj arcel write the story for
Start Entity:     Nikolaj Arcel
Gold Answer:      [["King's Game", 'A Royal Affair']]
Predicted Ans:    A Royal Affair
Predicted Path:   Nikolaj Arcel --[(INV) written_by]--> A Royal Affair --[written_by]--> Nikolaj Arcel --[(INV) written_by]--> A Royal Affair
Path (Raw):       Nikolaj Arcel --[(INV) written_by]--> A Royal Affair --[written_by]--> Nikolaj Arcel --[(INV) written_by]--> A Royal Affair
Neg LogProb(↓):   0.447929
Path Entropy(↓):  0.876079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hot fuzz are directed by who
Start Entity:     Hot Fuzz
Gold Answer:      [['Edgar Wright', 'Greg Mottola', 'Chris Hopewell', 'Crispian Mills', 'Peter Chelsom']]
Predicted Ans:    Edgar Wright
Predicted Path:   Hot Fuzz --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[directed_by]--> Edgar Wright
Path (Raw):       Hot Fuzz --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[directed_by]--> Edgar Wright
Neg LogProb(↓):   0.132758
Path Entropy(↓):  0.539167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by charles halton
Start Entity:     Charles Halton
Gold Answer:      [['Ernest B. Schoedsack']]
Predicted Ans:    Ernest B. Schoedsack
Predicted Path:   Charles Halton --[(INV) starred_actors]--> Dr. Cyclops --[directed_by]--> Ernest B. Schoedsack
Path (Raw):       Charles Halton --[No Operation]--> Charles Halton --[(INV) starred_actors]--> Dr. Cyclops --[directed_by]--> Ernest B. Schoedsack
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by alive actors release
Start Entity:     Alive
Gold Answer:      [['1946', '2008', '2003', '1992', '1985', '1984', '2007', '1998', '2009', '2004', '1973', '2014', '1994', '1983', '1976', '1995', '1948', '2001', '1990', '1996', '2012', '2011', '2013', '1988', '2000', '1964', '1997', '2005', '1991', '1969']]
Predicted Ans:    2001
Predicted Path:   Alive --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Tape --[release_year]--> 2001
Path (Raw):       Alive --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Tape --[release_year]--> 2001
Neg LogProb(↓):   2.166414
Path Entropy(↓):  2.859167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of 12 and holding
Start Entity:     12 and Holding
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   12 and Holding --[directed_by]--> Michael Cuesta --[(INV) directed_by]--> Kill the Messenger --[has_genre]--> Drama
Path (Raw):       12 and Holding --[directed_by]--> Michael Cuesta --[(INV) directed_by]--> Kill the Messenger --[has_genre]--> Drama
Neg LogProb(↓):   0.068080
Path Entropy(↓):  0.257126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of johnny angel
Start Entity:     Johnny Angel
Gold Answer:      [['Faye Emerson', 'Lizabeth Scott', 'Florence Marly', 'Carole Landis', 'Betty Grable', 'Sessue Hayakawa', 'Morris Carnovsky', 'Dick Powell', 'Cary Grant', 'Humphrey Bogart', 'Debbie Reynolds', 'Victor Mature', 'Sydney Greenstreet', 'Zachary Scott', 'Peter Lorre', 'John Garfield']]
Predicted Ans:    Cary Grant
Predicted Path:   Johnny Angel --[written_by]--> Steve Fisher --[(INV) written_by]--> Destination Tokyo --[starred_actors]--> Cary Grant
Path (Raw):       Johnny Angel --[written_by]--> Steve Fisher --[(INV) written_by]--> Destination Tokyo --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.069582
Path Entropy(↓):  0.252795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by andrew davis
Start Entity:     Andrew Davis
Gold Answer:      [['1995', '1998', '1988', '1990', '1992', '1989', '1993', '1996', '2006', '1985', '1947', '2002', '2012']]
Predicted Ans:    1993
Predicted Path:   Andrew Davis --[(INV) directed_by]--> The Fugitive --[release_year]--> 1993
Path (Raw):       Andrew Davis --[No Operation]--> Andrew Davis --[(INV) directed_by]--> The Fugitive --[release_year]--> 1993
Neg LogProb(↓):   1.599048
Path Entropy(↓):  2.414910
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by maryam d'abo fall under
Start Entity:     Maryam d'Abo
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Maryam d'Abo --[(INV) starred_actors]--> Bond Girls Are Forever --[has_genre]--> Documentary
Path (Raw):       Maryam d'Abo --[No Operation]--> Maryam d'Abo --[(INV) starred_actors]--> Bond Girls Are Forever --[has_genre]--> Documentary
Neg LogProb(↓):   0.000221
Path Entropy(↓):  0.002077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of detective story
Start Entity:     Detective Story
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   Detective Story --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[in_language]--> German
Path (Raw):       Detective Story --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[in_language]--> German
Neg LogProb(↓):   0.000262
Path Entropy(↓):  0.002662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the inheritance
Start Entity:     The Inheritance
Gold Answer:      [['2000', '1998', '2003']]
Predicted Ans:    2003
Predicted Path:   The Inheritance --[written_by]--> Kim Leona --[(INV) written_by]--> The Inheritance --[release_year]--> 2003
Path (Raw):       The Inheritance --[written_by]--> Kim Leona --[(INV) written_by]--> The Inheritance --[release_year]--> 2003
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of anthony armstrong written films
Start Entity:     Anthony Armstrong
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Anthony Armstrong --[(INV) written_by]--> The Man Who Haunted Himself --[release_year]--> 1970
Path (Raw):       Anthony Armstrong --[No Operation]--> Anthony Armstrong --[(INV) written_by]--> The Man Who Haunted Himself --[release_year]--> 1970
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by michele placido were released in which years
Start Entity:     Michele Placido
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Michele Placido --[(INV) directed_by]--> Romanzo Criminale --[release_year]--> 2005
Path (Raw):       Michele Placido --[No Operation]--> Michele Placido --[(INV) directed_by]--> Romanzo Criminale --[release_year]--> 2005
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with harry a. earnshaw
Start Entity:     Harry A. Earnshaw
Gold Answer:      [['Vera M. Oldham', 'R.R. Morgan']]
Predicted Ans:    Harry A. Earnshaw
Predicted Path:   Harry A. Earnshaw --[(INV) written_by]--> Chandu the Magician --[written_by]--> Harry A. Earnshaw
Path (Raw):       Harry A. Earnshaw --[No Operation]--> Harry A. Earnshaw --[(INV) written_by]--> Chandu the Magician --[written_by]--> Harry A. Earnshaw
Neg LogProb(↓):   0.112654
Path Entropy(↓):  0.412385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie dillinger
Start Entity:     Dillinger
Gold Answer:      [['1978', '1997', '1975', '1991', '1982', '2012', '2011', '1984']]
Predicted Ans:    2012
Predicted Path:   Dillinger --[directed_by]--> John Milius --[(INV) directed_by]--> Red Dawn --[release_year]--> 2012
Path (Raw):       Dillinger --[directed_by]--> John Milius --[(INV) directed_by]--> Red Dawn --[release_year]--> 2012
Neg LogProb(↓):   0.776685
Path Entropy(↓):  1.786631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in 200 cigarettes
Start Entity:     200 Cigarettes
Gold Answer:      [['Italian', 'English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   200 Cigarettes --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[in_language]--> Japanese
Path (Raw):       200 Cigarettes --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[in_language]--> Japanese
Neg LogProb(↓):   0.045211
Path Entropy(↓):  0.189566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote daybreakers
Start Entity:     Daybreakers
Gold Answer:      [['Peter Spierig']]
Predicted Ans:    Peter Spierig
Predicted Path:   Daybreakers --[written_by]--> Peter Spierig --[(INV) written_by]--> Undead --[directed_by]--> Peter Spierig
Path (Raw):       Daybreakers --[written_by]--> Peter Spierig --[(INV) written_by]--> Undead --[directed_by]--> Peter Spierig
Neg LogProb(↓):   0.448817
Path Entropy(↓):  0.898065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with tim curry
Start Entity:     Tim Curry
Gold Answer:      [['Tom Cruise', "Richard O'Brien", 'Barry Bostwick', 'Ernie Hudson', 'Dylan Walsh', 'Eileen Brennan', 'David Bennent', 'Quvenzhané Wallis', 'Richard E. Grant', 'Billy Connolly', 'Jim Carrey', 'Christopher Lloyd', 'Whoopi Goldberg', 'Ann Reinking', 'Patrick Stewart', 'Mia Sara', 'Trini Alvarado', 'Robin Johnson', 'Michael York', 'Susan Sarandon', 'Kay Walsh', 'Laura Linney', 'Albert Finney', 'Alec Guinness', 'George C. Scott', 'Kevin Bishop', 'Jennifer Saunders', 'Reginald Owen', 'Jamie Foxx', 'Madeline Kahn', 'Carol Burnett']]
Predicted Ans:    George C. Scott
Predicted Path:   Tim Curry --[(INV) starred_actors]--> Oliver Twist --[starred_actors]--> George C. Scott
Path (Raw):       Tim Curry --[No Operation]--> Tim Curry --[(INV) starred_actors]--> Oliver Twist --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.151317
Path Entropy(↓):  0.555842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote edison, the man
Start Entity:     Edison, the Man
Gold Answer:      [['Cliff Robertson', 'Preston Foster', 'Mickey Rooney', 'Jean Hagen', 'Joan Crawford', 'Hume Cronyn', 'Henry Hull', 'John Drew Barrymore', 'Greer Garson', 'Roddy McDowall', 'Spencer Tracy', 'Ralph Bellamy', 'Joan Lorring', 'Shelley Winters', 'John Garfield', 'Wallace Ford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Edison, the Man --[written_by]--> Hugo Butler --[(INV) written_by]--> Autumn Leaves --[starred_actors]--> Joan Crawford
Path (Raw):       Edison, the Man --[written_by]--> Hugo Butler --[(INV) written_by]--> Autumn Leaves --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.164711
Path Entropy(↓):  0.610656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the dark horse
Start Entity:     The Dark Horse
Gold Answer:      [['Now, Voyager', 'What Ever Happened to Baby Jane?', "It's Love I'm After", 'The Case of the Curious Bride', 'All This, and Heaven Too', 'Imitation of Life', 'The Catered Affair', 'Deception', 'Gold Diggers of 1933', 'Old Acquaintance', 'Madame Sin', 'The Star', 'The Nanny', 'Satan Met a Lady', 'The Man in the Iron Mask', 'The Anniversary', 'Dangerous', 'Dark Victory', 'Marked Woman', "Employees' Entrance", 'The Man Who Came to Dinner', 'The Watcher in the Woods', 'In This Our Life', 'Kid Galahad', 'The Corn Is Green', 'The Match King', 'Cleopatra', 'The Petrified Forest', 'The Private Lives of Elizabeth and Essex', 'Ex-Lady', 'Dead Ringer', 'Beyond the Forest', 'Storm Center', 'The Great Lie', '20,000 Years in Sing Sing', 'The Cabin in the Cotton', 'The Lone Wolf Spy Hunt', 'All About Eve', 'A Stolen Life', 'Collateral Damage', 'Watch on the Rhine', 'Where Love Has Gone', 'The Case of the Lucky Legs', 'The Whales of August', 'The Bride Came C.O.D.', 'Mr. Skeffington', 'Skyscraper Souls', 'The Letter', 'Pocketful of Miracles', 'Return from Witch Mountain', 'The Virgin Queen', 'Arizona', "Another Man's Poison", 'Of Human Bondage', 'Thank Your Lucky Stars', 'Jezebel', 'River Queen']]
Predicted Ans:    What Ever Happened to Baby Jane?
Predicted Path:   The Dark Horse --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> What Ever Happened to Baby Jane?
Path (Raw):       The Dark Horse --[starred_actors]--> Bette Davis --[No Operation]--> Bette Davis --[(INV) starred_actors]--> What Ever Happened to Baby Jane?
Neg LogProb(↓):   1.422226
Path Entropy(↓):  2.076975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of olaf de fleur johannesson directed films
Start Entity:     Olaf de Fleur Johannesson
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People --[release_year]--> 2011
Path (Raw):       Olaf de Fleur Johannesson --[No Operation]--> Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People --[release_year]--> 2011
Neg LogProb(↓):   0.000632
Path Entropy(↓):  0.005290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by deborah francois release
Start Entity:     Déborah François
Gold Answer:      [['2008', '2012']]
Predicted Ans:    2012
Predicted Path:   Déborah François --[(INV) starred_actors]--> Populaire --[release_year]--> 2012
Path (Raw):       Déborah François --[No Operation]--> Déborah François --[(INV) starred_actors]--> Populaire --[release_year]--> 2012
Neg LogProb(↓):   0.011298
Path Entropy(↓):  0.061600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film tequila sunrise
Start Entity:     Tequila Sunrise
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Tequila Sunrise --[release_year]--> 1988 --[(INV) release_year]--> The Last Temptation of Christ --[release_year]--> 1988
Path (Raw):       Tequila Sunrise --[release_year]--> 1988 --[(INV) release_year]--> The Last Temptation of Christ --[release_year]--> 1988
Neg LogProb(↓):   3.225598
Path Entropy(↓):  4.707276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by barbara hewitt fall under
Start Entity:     Barbara Hewitt
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Barbara Hewitt --[(INV) starred_actors]--> Equinox --[has_genre]--> Horror
Path (Raw):       Barbara Hewitt --[No Operation]--> Barbara Hewitt --[(INV) starred_actors]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by cesar romero release
Start Entity:     Cesar Romero
Gold Answer:      [['1954', '1969', '1947', '1951']]
Predicted Ans:    1954
Predicted Path:   Cesar Romero --[(INV) starred_actors]--> Vera Cruz --[release_year]--> 1954
Path (Raw):       Cesar Romero --[No Operation]--> Cesar Romero --[(INV) starred_actors]--> Vera Cruz --[release_year]--> 1954
Neg LogProb(↓):   0.482030
Path Entropy(↓):  0.752687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for carancho
Start Entity:     Carancho
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Carancho --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       Carancho --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   1.066275
Path Entropy(↓):  2.048347
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of salt
Start Entity:     Salt
Gold Answer:      [['Paul Verhoeven', 'F. Gary Gray', 'Kurt Wimmer', 'Len Wiseman']]
Predicted Ans:    Kurt Wimmer
Predicted Path:   Salt --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Equilibrium --[directed_by]--> Kurt Wimmer
Path (Raw):       Salt --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Equilibrium --[directed_by]--> Kurt Wimmer
Neg LogProb(↓):   0.414569
Path Entropy(↓):  0.859425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the real mccoy actors
Start Entity:     The Real McCoy
Gold Answer:      [['Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Real McCoy --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Path (Raw):       The Real McCoy --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Neg LogProb(↓):   1.439996
Path Entropy(↓):  2.267301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in whisper of the heart
Start Entity:     Whisper of the Heart
Gold Answer:      [['Shigeru Muroi', 'Takashi Tachibana', 'Issei Takahashi']]
Predicted Ans:    Shigeru Muroi
Predicted Path:   Whisper of the Heart --[starred_actors]--> Shigeru Muroi --[(INV) starred_actors]--> Whisper of the Heart --[starred_actors]--> Shigeru Muroi
Path (Raw):       Whisper of the Heart --[starred_actors]--> Shigeru Muroi --[(INV) starred_actors]--> Whisper of the Heart --[starred_actors]--> Shigeru Muroi
Neg LogProb(↓):   0.015133
Path Entropy(↓):  0.098891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie love crime were in which genres
Start Entity:     Love Crime
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Love Crime --[directed_by]--> Alain Corneau --[(INV) directed_by]--> Série noire --[has_genre]--> Crime
Path (Raw):       Love Crime --[directed_by]--> Alain Corneau --[(INV) directed_by]--> Série noire --[has_genre]--> Crime
Neg LogProb(↓):   0.465935
Path Entropy(↓):  0.745436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with jesper møller
Start Entity:     Jesper Møller
Gold Answer:      [['Stefan Fjeldmark']]
Predicted Ans:    Jesper Møller
Predicted Path:   Jesper Møller --[(INV) directed_by]--> Asterix and the Vikings --[directed_by]--> Jesper Møller
Path (Raw):       Jesper Møller --[No Operation]--> Jesper Møller --[(INV) directed_by]--> Asterix and the Vikings --[directed_by]--> Jesper Møller
Neg LogProb(↓):   0.004934
Path Entropy(↓):  0.032255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in audition
Start Entity:     Audition
Gold Answer:      [['Eihi Shiina', 'Ryo Ishibashi']]
Predicted Ans:    Ryo Ishibashi
Predicted Path:   Audition --[starred_actors]--> Ryo Ishibashi --[(INV) starred_actors]--> Audition --[starred_actors]--> Ryo Ishibashi
Path (Raw):       Audition --[starred_actors]--> Ryo Ishibashi --[(INV) starred_actors]--> Audition --[starred_actors]--> Ryo Ishibashi
Neg LogProb(↓):   0.015399
Path Entropy(↓):  0.079161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie the caller
Start Entity:     The Caller
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Caller --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Caller --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.456876
Path Entropy(↓):  2.818775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of bus 174
Start Entity:     Bus 174
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Bus 174 --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Bus 174 --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.355447
Path Entropy(↓):  4.569772
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by katja riemann were released in which years
Start Entity:     Katja Riemann
Gold Answer:      [['2001', '2003', '1997']]
Predicted Ans:    2001
Predicted Path:   Katja Riemann --[(INV) starred_actors]--> Bandits --[release_year]--> 2001
Path (Raw):       Katja Riemann --[No Operation]--> Katja Riemann --[(INV) starred_actors]--> Bandits --[release_year]--> 2001
Neg LogProb(↓):   0.205865
Path Entropy(↓):  0.498649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the facts of life
Start Entity:     The Facts of Life
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Facts of Life --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> The Big Street --[has_genre]--> Drama
Path (Raw):       The Facts of Life --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> The Big Street --[has_genre]--> Drama
Neg LogProb(↓):   0.717418
Path Entropy(↓):  0.915482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of total recall
Start Entity:     Total Recall
Gold Answer:      [["Dan O'Bannon", 'James Mangold', 'Tobe Hooper', 'Don Bluth', 'Tony Scott', 'Richard Linklater', 'John Woo', 'Gary Goldman', 'John Alan Simon', 'David Carson', 'Lee Tamahori', 'Christian Duguay', 'Ridley Scott', 'Marcel Langenegger', 'John Carpenter', 'Phillip Noyce', 'Matt Reeves', 'William Cameron Menzies', 'Steven Spielberg', 'Kurt Wimmer', 'Irving Rapper', 'F. Gary Gray', 'George Nolfi']]
Predicted Ans:    Kurt Wimmer
Predicted Path:   Total Recall --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Equilibrium --[directed_by]--> Kurt Wimmer
Path (Raw):       Total Recall --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Equilibrium --[directed_by]--> Kurt Wimmer
Neg LogProb(↓):   0.730371
Path Entropy(↓):  1.608100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the boy with green hair director release
Start Entity:     The Boy with Green Hair
Gold Answer:      [['1962', '1968', '1963', '1970', '1975', '2009', '1971', '1966', '1950', '1951', '1973', '1967', '1981', '2011', '1952', '1931']]
Predicted Ans:    1970
Predicted Path:   The Boy with Green Hair --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[release_year]--> 1970
Path (Raw):       The Boy with Green Hair --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[release_year]--> 1970
Neg LogProb(↓):   0.996699
Path Entropy(↓):  2.021452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the out of sight director
Start Entity:     Out of Sight
Gold Answer:      [['Italian', 'Russian', 'German']]
Predicted Ans:    German
Predicted Path:   Out of Sight --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[in_language]--> German
Path (Raw):       Out of Sight --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[in_language]--> German
Neg LogProb(↓):   0.039571
Path Entropy(↓):  0.197896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by maggie hatcher
Start Entity:     Maggie Hatcher
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Maggie Hatcher --[(INV) starred_actors]--> Beeswax --[release_year]--> 2009
Path (Raw):       Maggie Hatcher --[No Operation]--> Maggie Hatcher --[(INV) starred_actors]--> Beeswax --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by l. q. jones were written by who
Start Entity:     L.Q. Jones
Gold Answer:      [['William Wesley']]
Predicted Ans:    William Wesley
Predicted Path:   L.Q. Jones --[(INV) starred_actors]--> Route 666 --[written_by]--> William Wesley
Path (Raw):       L.Q. Jones --[No Operation]--> L.Q. Jones --[(INV) starred_actors]--> Route 666 --[written_by]--> William Wesley
Neg LogProb(↓):   0.161235
Path Entropy(↓):  0.420811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for penda's fen
Start Entity:     Penda's Fen
Gold Answer:      [['Alan Clarke']]
Predicted Ans:    Alan Clarke
Predicted Path:   Penda's Fen --[directed_by]--> Alan Clarke --[(INV) directed_by]--> Penda's Fen --[directed_by]--> Alan Clarke
Path (Raw):       Penda's Fen --[directed_by]--> Alan Clarke --[(INV) directed_by]--> Penda's Fen --[directed_by]--> Alan Clarke
Neg LogProb(↓):   0.005684
Path Entropy(↓):  0.036005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in key largo
Start Entity:     Key Largo
Gold Answer:      [['Abem Finkel', 'Seton I. Miller', 'Jeanie Macpherson', 'Barbara Benedek', 'Priscilla Chapman', 'John Hartwell', 'Dashiell Hammett', 'Delmer Daves', 'David O. Selznick', 'Abraham Merritt', 'Cornell Woolrich', 'Bertram Bloch', 'Robert N. Lee', 'Sidney Kingsley', 'Scott Hale', 'Miles Hood Swarthout', 'George Zuckerman', 'Truman Capote', 'Arnold Schulman', 'Ross Macdonald', 'Lars von Trier', 'Jonathan Glazer', 'Tod Browning', 'Philip Yordan', 'Samuel A. Taylor', 'Nunnally Johnson', 'B. Traven', 'Richard Macaulay', 'Arthur T. Horman', 'James M. Cain', 'Marcia Davenport', 'Leonard Kantor', 'Alfred Hayes', 'Anita Loos', 'Joseph Kessel', 'Richard Connell', 'Earl Baldwin', 'Charles Nordhoff', 'James Norman Hall', 'W.R. Burnett', 'Philip G. Epstein', 'Albert Camus', 'Rowland Brown', 'Jonathan Latimer', 'Robert Lord', 'Warren Duff', 'William Wister Haines', 'Glendon Swarthout', 'Waldemar Young', 'Vincent Lawrence', 'Byron Morgan', 'Louis Weitzenkorn', 'Clive Cussler', 'Billy Wilder', 'Sonya Levien', 'Sydney Boehm', 'Paul Osborn', 'Lawrence Edward Watkin', 'Helen Gurley Brown', 'Dwight Taylor', 'Steve Fisher', 'Robert Rossen', 'Lester Cole', 'Alfred Neumann', 'Max Catto', 'Thomas Job', 'Martin Vale', 'Dorothy B. Hughes', 'Milton Gunzburg', 'Alvin Meyers', 'Robert Buckner', 'Graham Greene', 'David Goodis', 'Richard Brooks', 'James Hilton', 'Walter Doniger', 'David Rayfiel', 'André Cayatte', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Gérard Oury', 'Gerald Drayson Adams', 'Donald Hamilton', 'Jack London', 'Ernest Hemingway', 'Howard Lindsay', 'Jo Swerling', 'Austin Strong', 'Frank Wead', 'William Bowers', 'Brown Holmes', 'Maude Fulton', 'Ranald MacDougall', 'Irving Wallace', 'Richard LaGravenese', 'Damon Runyon', 'Peter Abrahams', 'Lucien Hubbard', 'Joseph Jackson', 'Victor Trivas', 'Luchino Visconti', 'John Meehan', 'Oliver H.P. Garrett', 'Sidney Biddell', 'Michael Winner', 'Peter Buckman', 'Jonathan Finn', 'Heinz Herald', 'Norman Burnstine', 'Jack Moffitt', 'Robert Riskin', 'Allan Aaron Katz', 'Joseph Hayes', "Liam O'Brien", 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'Albert Husson', 'Jerry Wald', 'Mark Hellinger', 'Herman Wouk', 'Leon G. Turrou', 'Willard Motley', 'Dodie Smith', 'John Huston', 'Casey Robinson', 'John Wexley', 'Robin Estridge', 'Barré Lyndon', 'Georges de La Fouchardière', 'Fabrice Canepa', 'Ernest Lehman', 'Dorothy Baker', 'Carl Foreman', 'Edmund H. North', 'William J. Makin', 'Irwin Shaw', 'George Wells', 'James Agee', 'Vicente Blasco Ibáñez', 'Dorothy Farnum', 'A.I. Bezzerides', 'Wells Root', 'Jerome Weidman', 'Lawrence Roeck', 'Carlos De Los Rios', 'Budd Schulberg', 'Stephen Morehouse Avery', 'William M. Conselman', 'Samuel Hopkins Adams', 'Ainsworth Morgan', 'John Godey', 'AJ Carothers', 'James Young', 'Emile Erckmann', 'Alexandre Chatrian', 'Anthony Shaffer', 'Agatha Christie', 'Lewis E. Lawes', 'Claud Cockburn', 'David Belasco', 'Achmed Abdullah', 'Vincent B. Evans', 'Francis Edward Faragoh', 'Moss Hart', 'Robert Wilder', 'Robert Siodmak', 'William Goldman', 'Katherine Albert', 'Dale Eunson', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'George S. Kaufman', 'Norman Krasna', 'Bob Randall', 'Frances Marion', "Eugene O'Neill"]]
Predicted Ans:    Maude Fulton
Predicted Path:   Key Largo --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Maltese Falcon --[written_by]--> Maude Fulton
Path (Raw):       Key Largo --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Maltese Falcon --[written_by]--> Maude Fulton
Neg LogProb(↓):   1.116272
Path Entropy(↓):  2.566855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of footnote
Start Entity:     Footnote
Gold Answer:      [['Hebrew']]
Predicted Ans:    Hebrew
Predicted Path:   Footnote --[directed_by]--> Joseph Cedar --[(INV) directed_by]--> Footnote --[in_language]--> Hebrew
Path (Raw):       Footnote --[directed_by]--> Joseph Cedar --[(INV) directed_by]--> Footnote --[in_language]--> Hebrew
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the love guru starred who
Start Entity:     The Love Guru
Gold Answer:      [['Mike Myers']]
Predicted Ans:    Mike Myers
Predicted Path:   The Love Guru --[starred_actors]--> Mike Myers --[(INV) starred_actors]--> The Love Guru --[starred_actors]--> Mike Myers
Path (Raw):       The Love Guru --[starred_actors]--> Mike Myers --[(INV) starred_actors]--> The Love Guru --[starred_actors]--> Mike Myers
Neg LogProb(↓):   0.076421
Path Entropy(↓):  0.275028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by jack hannah
Start Entity:     Jack Hannah
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jack Hannah --[(INV) directed_by]--> Trick or Treat --[has_genre]--> Horror
Path (Raw):       Jack Hannah --[No Operation]--> Jack Hannah --[(INV) directed_by]--> Trick or Treat --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film guantanamera were in which languages
Start Entity:     Guantanamera
Gold Answer:      [['Spanish']]
Predicted Ans:    Tomás Gutiérrez Alea
Predicted Path:   Guantanamera --[directed_by]--> Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata --[written_by]--> Tomás Gutiérrez Alea
Path (Raw):       Guantanamera --[directed_by]--> Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata --[written_by]--> Tomás Gutiérrez Alea
Neg LogProb(↓):   0.045496
Path Entropy(↓):  0.201497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by mark doherty
Start Entity:     Mark Doherty
Gold Answer:      [['Ian Fitzgibbon']]
Predicted Ans:    Ian Fitzgibbon
Predicted Path:   Mark Doherty --[(INV) starred_actors]--> A Film with Me in It --[directed_by]--> Ian Fitzgibbon
Path (Raw):       Mark Doherty --[No Operation]--> Mark Doherty --[(INV) starred_actors]--> A Film with Me in It --[directed_by]--> Ian Fitzgibbon
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the free will
Start Entity:     The Free Will
Gold Answer:      [['Matthias Glasner', 'Jürgen Vogel']]
Predicted Ans:    Matthias Glasner
Predicted Path:   The Free Will --[written_by]--> Matthias Glasner --[(INV) written_by]--> The Free Will --[written_by]--> Matthias Glasner
Path (Raw):       The Free Will --[written_by]--> Matthias Glasner --[(INV) written_by]--> The Free Will --[written_by]--> Matthias Glasner
Neg LogProb(↓):   0.144337
Path Entropy(↓):  0.494062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of dear frankie
Start Entity:     Dear Frankie
Gold Answer:      [['Andrea Gibb']]
Predicted Ans:    Andrea Gibb
Predicted Path:   Dear Frankie --[written_by]--> Andrea Gibb --[(INV) written_by]--> Dear Frankie --[written_by]--> Andrea Gibb
Path (Raw):       Dear Frankie --[written_by]--> Andrea Gibb --[(INV) written_by]--> Dear Frankie --[written_by]--> Andrea Gibb
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie boat people in
Start Entity:     Boat People
Gold Answer:      [['Vietnamese']]
Predicted Ans:    Vietnamese
Predicted Path:   Boat People --[in_language]--> Vietnamese --[(INV) in_language]--> Adrift --[in_language]--> Vietnamese
Path (Raw):       Boat People --[in_language]--> Vietnamese --[(INV) in_language]--> Adrift --[in_language]--> Vietnamese
Neg LogProb(↓):   0.607528
Path Entropy(↓):  0.989915
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by derek godfrey
Start Entity:     Derek Godfrey
Gold Answer:      [['1968', '1999', '1935']]
Predicted Ans:    1968
Predicted Path:   Derek Godfrey --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       Derek Godfrey --[No Operation]--> Derek Godfrey --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.635413
Path Entropy(↓):  1.017347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by nicole garcia
Start Entity:     Nicole Garcia
Gold Answer:      [['Géraldine Pailhas', 'Emmanuelle Devos', 'Catherine Deneuve', 'François Cluzet', 'Daniel Auteuil']]
Predicted Ans:    François Cluzet
Predicted Path:   Nicole Garcia --[(INV) directed_by]--> The Adversary --[starred_actors]--> François Cluzet
Path (Raw):       Nicole Garcia --[No Operation]--> Nicole Garcia --[(INV) directed_by]--> The Adversary --[starred_actors]--> François Cluzet
Neg LogProb(↓):   0.004808
Path Entropy(↓):  0.031252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by mildred dunnock
Start Entity:     Mildred Dunnock
Gold Answer:      [['1966', '1951', '1961', '1985', '1986', '1956']]
Predicted Ans:    1956
Predicted Path:   Mildred Dunnock --[(INV) starred_actors]--> Baby Doll --[release_year]--> 1956
Path (Raw):       Mildred Dunnock --[No Operation]--> Mildred Dunnock --[(INV) starred_actors]--> Baby Doll --[release_year]--> 1956
Neg LogProb(↓):   0.815264
Path Entropy(↓):  0.727429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe circle of iron
Start Entity:     Circle of Iron
Gold Answer:      [['kung fu', 'david carradine', 'christopher lee']]
Predicted Ans:    david carradine
Predicted Path:   Circle of Iron --[has_tags]--> david carradine --[(INV) has_tags]--> Circle of Iron --[has_tags]--> david carradine
Path (Raw):       Circle of Iron --[has_tags]--> david carradine --[(INV) has_tags]--> Circle of Iron --[has_tags]--> david carradine
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in star 80
Start Entity:     Star 80
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   Star 80 --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon --[has_genre]--> Horror
Path (Raw):       Star 80 --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon --[has_genre]--> Horror
Neg LogProb(↓):   0.392855
Path Entropy(↓):  1.066737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the angriest man in brooklyn director
Start Entity:     The Angriest Man in Brooklyn
Gold Answer:      [['Drama', 'Fantasy', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Angriest Man in Brooklyn --[directed_by]--> Phil Alden Robinson --[(INV) directed_by]--> Field of Dreams --[has_genre]--> Drama
Path (Raw):       The Angriest Man in Brooklyn --[directed_by]--> Phil Alden Robinson --[(INV) directed_by]--> Field of Dreams --[has_genre]--> Drama
Neg LogProb(↓):   0.100326
Path Entropy(↓):  0.361034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by timothy van patten release
Start Entity:     Timothy Van Patten
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Timothy Van Patten --[(INV) starred_actors]--> Class of 1984 --[release_year]--> 1982
Path (Raw):       Timothy Van Patten --[No Operation]--> Timothy Van Patten --[(INV) starred_actors]--> Class of 1984 --[release_year]--> 1982
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by charlie peters
Start Entity:     Charlie Peters
Gold Answer:      [['James Farentino', 'Tom Selleck', 'Martha Plimpton', 'William Daniels', 'Paulina Porizkova', 'Gretchen Mol', 'Logan Lerman', 'Jennifer Tilly', 'Michelle Johnson', 'Valerie Harper', 'Joseph Bologna', 'Renée Zellweger', 'Michael Caine', 'Jude Law']]
Predicted Ans:    Michael Caine
Predicted Path:   Charlie Peters --[(INV) written_by]--> Blame It on Rio --[starred_actors]--> Michael Caine
Path (Raw):       Charlie Peters --[No Operation]--> Charlie Peters --[(INV) written_by]--> Blame It on Rio --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.081685
Path Entropy(↓):  0.385758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film dingo
Start Entity:     Dingo
Gold Answer:      [['Rolf de Heer']]
Predicted Ans:    Rolf de Heer
Predicted Path:   Dingo --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Bad Boy Bubby --[directed_by]--> Rolf de Heer
Path (Raw):       Dingo --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Bad Boy Bubby --[directed_by]--> Rolf de Heer
Neg LogProb(↓):   0.030538
Path Entropy(↓):  0.156976
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of involuntary
Start Entity:     Involuntary
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Involuntary --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Play --[in_language]--> Swedish
Path (Raw):       Involuntary --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Play --[in_language]--> Swedish
Neg LogProb(↓):   0.032177
Path Entropy(↓):  0.140483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by russ meyer fall under
Start Entity:     Russ Meyer
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Russ Meyer --[(INV) written_by]--> Up! --[has_genre]--> Comedy
Path (Raw):       Russ Meyer --[No Operation]--> Russ Meyer --[(INV) written_by]--> Up! --[has_genre]--> Comedy
Neg LogProb(↓):   0.118759
Path Entropy(↓):  0.351662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by kevin mcclory
Start Entity:     Kevin McClory
Gold Answer:      [['1983', '1965']]
Predicted Ans:    1965
Predicted Path:   Kevin McClory --[(INV) written_by]--> Thunderball --[release_year]--> 1965
Path (Raw):       Kevin McClory --[No Operation]--> Kevin McClory --[(INV) written_by]--> Thunderball --[release_year]--> 1965
Neg LogProb(↓):   0.134860
Path Entropy(↓):  0.379026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of amityville 3 - d
Start Entity:     Amityville 3-D
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Amityville 3-D --[release_year]--> 1983 --[(INV) release_year]--> Walking, Walking --[release_year]--> 1983
Path (Raw):       Amityville 3-D --[release_year]--> 1983 --[(INV) release_year]--> Walking, Walking --[release_year]--> 1983
Neg LogProb(↓):   2.186207
Path Entropy(↓):  3.558393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by anthony hopkins were released in which years
Start Entity:     Anthony Hopkins
Gold Answer:      [['2008', '1996', '1989', '2007']]
Predicted Ans:    2008
Predicted Path:   Anthony Hopkins --[(INV) directed_by]--> August --[release_year]--> 2008
Path (Raw):       Anthony Hopkins --[No Operation]--> Anthony Hopkins --[(INV) directed_by]--> August --[release_year]--> 2008
Neg LogProb(↓):   0.631183
Path Entropy(↓):  1.224406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the specials were directed by who
Start Entity:     The Specials
Gold Answer:      [['Peter Farrelly', 'Bob Odenkirk', 'Rusty Cundieff', 'Griffin Dunne', 'Lloyd Kaufman', 'Will Graham', 'James Duffy', 'Jonathan van Tulleken', 'Steven Brill', 'Patrik Forsberg', 'Steve Carr', 'Vincent Sherman', 'Raja Gosnell', 'George A. Romero', 'Elizabeth Banks', 'Howard Zieff', 'Brett Ratner', 'James Gunn', 'Zack Snyder']]
Predicted Ans:    James Gunn
Predicted Path:   The Specials --[written_by]--> James Gunn --[(INV) written_by]--> Slither --[directed_by]--> James Gunn
Path (Raw):       The Specials --[written_by]--> James Gunn --[(INV) written_by]--> Slither --[directed_by]--> James Gunn
Neg LogProb(↓):   0.084508
Path Entropy(↓):  0.355300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of august
Start Entity:     August
Gold Answer:      [['Anthony Hopkins']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   August --[directed_by]--> Anthony Hopkins --[(INV) directed_by]--> Slipstream --[directed_by]--> Anthony Hopkins
Path (Raw):       August --[directed_by]--> Anthony Hopkins --[(INV) directed_by]--> Slipstream --[directed_by]--> Anthony Hopkins
Neg LogProb(↓):   0.826592
Path Entropy(↓):  1.373789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film boundin'were in which genres
Start Entity:     Boundin'
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Short
Predicted Path:   Boundin' --[starred_actors]--> Bud Luckey --[(INV) starred_actors]--> Boundin' --[has_genre]--> Short
Path (Raw):       Boundin' --[starred_actors]--> Bud Luckey --[(INV) starred_actors]--> Boundin' --[has_genre]--> Short
Neg LogProb(↓):   0.485369
Path Entropy(↓):  0.666552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by james cosmo were in which genres
Start Entity:     James Cosmo
Gold Answer:      [['Adventure', 'Short']]
Predicted Ans:    Short
Predicted Path:   James Cosmo --[(INV) starred_actors]--> 2081 --[has_genre]--> Short
Path (Raw):       James Cosmo --[No Operation]--> James Cosmo --[(INV) starred_actors]--> 2081 --[has_genre]--> Short
Neg LogProb(↓):   0.158401
Path Entropy(↓):  0.416576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie yesterday, today and tomorrow released
Start Entity:     Yesterday, Today and Tomorrow
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Yesterday, Today and Tomorrow --[release_year]--> 1963 --[(INV) release_year]--> The Organizer --[release_year]--> 1963
Path (Raw):       Yesterday, Today and Tomorrow --[release_year]--> 1963 --[(INV) release_year]--> The Organizer --[release_year]--> 1963
Neg LogProb(↓):   2.648882
Path Entropy(↓):  3.747679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film julie johnson
Start Entity:     Julie Johnson
Gold Answer:      [['Nelson Gidding', 'Barbara Wilson', 'Larry Karaszewski', 'Scott Alexander', 'Dick Rude', 'Nancy Savoca', 'Francine Prose', 'Alex Cox', 'Mary Harron', 'Michael Taverna', 'Kei Ôishi', 'Katie L. Fetting', 'Matt Orlando', 'Toni Kalem', 'Anne Tyler', 'Shirley Jackson', 'Greg Iles', 'Naomi Wallace', 'Susan Swan', 'Kevin Jakubowski', 'Tim Calpin']]
Predicted Ans:    Kei Ôishi
Predicted Path:   Julie Johnson --[starred_actors]--> Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D --[written_by]--> Kei Ôishi
Path (Raw):       Julie Johnson --[starred_actors]--> Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D --[written_by]--> Kei Ôishi
Neg LogProb(↓):   0.509769
Path Entropy(↓):  0.905714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by tad friend were released in which years
Start Entity:     Tad Friend
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Tad Friend --[(INV) written_by]--> The Bridge --[release_year]--> 2006
Path (Raw):       Tad Friend --[No Operation]--> Tad Friend --[(INV) written_by]--> The Bridge --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by this boy's life actors
Start Entity:     This Boy's Life
Gold Answer:      [['Romance', 'Music', 'Sport', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   This Boy's Life --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Mercy --[has_genre]--> Thriller
Path (Raw):       This Boy's Life --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Mercy --[has_genre]--> Thriller
Neg LogProb(↓):   1.863546
Path Entropy(↓):  2.029267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by pete jones
Start Entity:     Pete Jones
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Pete Jones --[(INV) directed_by]--> Stolen Summer --[release_year]--> 2002
Path (Raw):       Pete Jones --[No Operation]--> Pete Jones --[(INV) directed_by]--> Stolen Summer --[release_year]--> 2002
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of johnny belinda
Start Entity:     Johnny Belinda
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Johnny Belinda --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       Johnny Belinda --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   1.797416
Path Entropy(↓):  2.730223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film full moon in paris released
Start Entity:     Full Moon in Paris
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Full Moon in Paris --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Full Moon in Paris --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   1.988594
Path Entropy(↓):  3.331973
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of wanda nevada
Start Entity:     Wanda Nevada
Gold Answer:      [['The Hired Hand']]
Predicted Ans:    The Hired Hand
Predicted Path:   Wanda Nevada --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand
Path (Raw):       Wanda Nevada --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand --[No Operation]--> The Hired Hand
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in rko 281
Start Entity:     RKO 281
Gold Answer:      [['Kevin Wade', 'I. Marlene King', 'Daniel Clowes', 'Jane Austen', 'Javier Sánchez Donate', 'Igor Legarreta', 'Evan Goldberg', 'Eugene Solow', 'Isaac Asimov', 'Tony DeZuniga', 'John Albano', 'Stephen Jeffreys', 'Robert Benton', 'Richard Russo', 'Choderlos de Laclos', 'Gilles Bourdos', 'Guillaume Musso', 'John Turturro', 'Mary Agnes Donoghue', 'Sean McGinly', 'Randall Wallace', 'Susan Isaacs', 'John Steinbeck', 'Damian Harris', 'David Seltzer', 'Sarah Williams', 'Kevin Hood', 'Nechama Tec', 'Bruce Robinson', 'Stanley Roberts', 'Jeff Maguire', 'Bernardo Bertolucci', 'Nolan Lebovitz', 'Raoul Ruiz', 'Jay Baruchel', 'Diablo Cody', 'Gabe Ibáñez', 'Henry James', 'Liliana Cavani', 'Christopher Hampton', 'Manoel de Oliveira', 'Edward Zwick', 'Patricia Highsmith', 'Jeff Vintar', 'Michael McGowan', 'Paul Bowles', 'Beth Henley', 'Arthur Miller', 'John Mattson', 'Valerie Martin', 'Gilbert Adair', 'Fernando Trueba', 'Wim Wenders', 'Marc Conklin', 'Clive Dawson', 'Sydney J. Bounds', 'Steven Katz', 'Vladimir Nabokov', 'Akiva Goldsman', 'Stuart Gillard', 'Douglas McGrath', 'Mark Childress', 'Michelangelo Antonioni', 'Brian De Palma', 'Tom Wolfe', 'Daniel Pyne', 'Garson Kanin', 'Albert Mannheimer', 'Ethan Coen', 'Michael Cristofer', 'Anna Maria Monticelli', 'Jack Garfein', 'Alex Karmel', 'Tom Gilroy', 'Kurt Wimmer', 'Horton Foote', 'Mike Figgis']]
Predicted Ans:    Wim Wenders
Predicted Path:   RKO 281 --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       RKO 281 --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.885880
Path Entropy(↓):  1.801391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john bayley written movies
Start Entity:     John Bayley
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   John Bayley --[(INV) written_by]--> Iris --[release_year]--> 2001
Path (Raw):       John Bayley --[No Operation]--> John Bayley --[(INV) written_by]--> Iris --[release_year]--> 2001
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of chris peckover
Start Entity:     Chris Peckover
Gold Answer:      [['Joe Peterson']]
Predicted Ans:    Chris Peckover
Predicted Path:   Chris Peckover --[(INV) written_by]--> Undocumented --[written_by]--> Chris Peckover
Path (Raw):       Chris Peckover --[No Operation]--> Chris Peckover --[(INV) written_by]--> Undocumented --[written_by]--> Chris Peckover
Neg LogProb(↓):   0.159288
Path Entropy(↓):  0.419348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by scott mechlowicz were directed by who
Start Entity:     Scott Mechlowicz
Gold Answer:      [['Jacob Aaron Estes', 'Alec Berg', 'Chris Peckover', 'David Mandel', 'Jeff Schaffer', 'Victor Salva']]
Predicted Ans:    Jacob Aaron Estes
Predicted Path:   Scott Mechlowicz --[(INV) starred_actors]--> Mean Creek --[directed_by]--> Jacob Aaron Estes
Path (Raw):       Scott Mechlowicz --[No Operation]--> Scott Mechlowicz --[(INV) starred_actors]--> Mean Creek --[directed_by]--> Jacob Aaron Estes
Neg LogProb(↓):   0.221780
Path Entropy(↓):  0.531233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did day keene write
Start Entity:     Day Keene
Gold Answer:      [['The Trouble with Girls']]
Predicted Ans:    The Trouble with Girls
Predicted Path:   Day Keene --[(INV) written_by]--> The Trouble with Girls --[written_by]--> Day Keene --[(INV) written_by]--> The Trouble with Girls
Path (Raw):       Day Keene --[(INV) written_by]--> The Trouble with Girls --[written_by]--> Day Keene --[(INV) written_by]--> The Trouble with Girls
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by nash edgerton
Start Entity:     Nash Edgerton
Gold Answer:      [['Miranda Richardson', 'Ralph Fiennes', 'Claire van der Boom', 'David Roberts']]
Predicted Ans:    Ralph Fiennes
Predicted Path:   Nash Edgerton --[(INV) directed_by]--> Spider --[starred_actors]--> Ralph Fiennes
Path (Raw):       Nash Edgerton --[No Operation]--> Nash Edgerton --[(INV) directed_by]--> Spider --[starred_actors]--> Ralph Fiennes
Neg LogProb(↓):   0.002888
Path Entropy(↓):  0.020341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the phantom carriage
Start Entity:     The Phantom Carriage
Gold Answer:      [['1995', '1924', '1973', '1926', '1928']]
Predicted Ans:    1926
Predicted Path:   The Phantom Carriage --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[release_year]--> 1926
Path (Raw):       The Phantom Carriage --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[release_year]--> 1926
Neg LogProb(↓):   1.265406
Path Entropy(↓):  1.983571
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the hunchback
Start Entity:     The Hunchback
Gold Answer:      [['Richard Harris', 'Salma Hayek', 'Mandy Patinkin']]
Predicted Ans:    Richard Harris
Predicted Path:   The Hunchback --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[starred_actors]--> Richard Harris
Path (Raw):       The Hunchback --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[starred_actors]--> Richard Harris
Neg LogProb(↓):   1.076612
Path Entropy(↓):  1.902953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for humanite
Start Entity:     Humanité
Gold Answer:      [['Bruno Dumont']]
Predicted Ans:    Bruno Dumont
Predicted Path:   Humanité --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders --[directed_by]--> Bruno Dumont
Path (Raw):       Humanité --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders --[directed_by]--> Bruno Dumont
Neg LogProb(↓):   0.006280
Path Entropy(↓):  0.040550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of jimmy sangster
Start Entity:     Jimmy Sangster
Gold Answer:      [['Stephen Sommers', 'Bill MacIlwraith', 'Barré Lyndon']]
Predicted Ans:    Terence Fisher
Predicted Path:   Jimmy Sangster --[(INV) written_by]--> The Mummy --[directed_by]--> Terence Fisher
Path (Raw):       Jimmy Sangster --[No Operation]--> Jimmy Sangster --[(INV) written_by]--> The Mummy --[directed_by]--> Terence Fisher
Neg LogProb(↓):   0.359319
Path Entropy(↓):  1.212967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share actors with being john malkovich fall under
Start Entity:     Being John Malkovich
Gold Answer:      [['Romance', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Being John Malkovich --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Bad Teacher --[has_genre]--> Comedy
Path (Raw):       Being John Malkovich --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Bad Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   0.509867
Path Entropy(↓):  0.944482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie these girls
Start Entity:     These Girls
Gold Answer:      [['Émile Gaudreault']]
Predicted Ans:    Émile Gaudreault
Predicted Path:   These Girls --[starred_actors]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[written_by]--> Émile Gaudreault
Path (Raw):       These Girls --[starred_actors]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[written_by]--> Émile Gaudreault
Neg LogProb(↓):   0.000116
Path Entropy(↓):  0.001189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of down to the sea in ships
Start Entity:     Down to the Sea in Ships
Gold Answer:      [['Tyrone Power', 'Edward Arnold', 'Henry Fonda', 'Gene Tierney', 'Van Johnson', 'Lloyd Nolan', 'Vera Miles', 'Richard Conte', 'Sophia Loren', 'Gary Cooper', 'Joan Bennett', 'James Stewart', 'Max Showalter', 'Rossano Brazzi', 'Lee J. Cobb', 'Richard Widmark', 'Richard Basehart', 'Kim Darby', 'David Niven', 'Joan Collins', 'Robert Mitchum', 'Ernie Kovacs', 'Joseph Cotten', 'Dean Martin', 'Josh Brolin', 'Nicolas Cage', 'Dana Andrews', 'Paul Douglas', 'Karl Malden', 'Helen Hunt', 'Harry Carey', 'Victor Mature', 'Coleen Gray', 'David Caruso', 'Shirley Temple', 'Stewart Granger', 'Brian Donlevy', 'Franchot Tone', 'Lucille Ball', 'Glen Campbell', 'Rod Steiger', 'Beulah Bondi', 'Carole Lombard', 'Don Ameche', 'George Raft', 'Mark Stevens', 'Barbara Bel Geddes', 'Matt Damon', 'John Wayne', 'Dorothy Lamour', 'Edward G. Robinson', 'Fabian', 'Carolyn Jones', 'Carroll Baker', 'Jeff Bridges', 'Marilyn Monroe', 'Hailee Steinfeld', 'Betty Field', 'Richard Burton', 'Richard Cromwell', 'Debra Paget', 'Jean Peters', 'Samuel L. Jackson', 'Bruce Cabot', 'Brian Keith', 'Clifton Webb', 'Steve McQueen', 'Arthur Kennedy']]
Predicted Ans:    David Niven
Predicted Path:   Down to the Sea in Ships --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Real Glory --[starred_actors]--> David Niven
Path (Raw):       Down to the Sea in Ships --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Real Glory --[starred_actors]--> David Niven
Neg LogProb(↓):   0.362055
Path Entropy(↓):  1.007668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in return of the fly
Start Entity:     Return of the Fly
Gold Answer:      [['John Sutton']]
Predicted Ans:    Vincent Price
Predicted Path:   Return of the Fly --[starred_actors]--> John Sutton --[(INV) starred_actors]--> The Invisible Man Returns --[starred_actors]--> Vincent Price
Path (Raw):       Return of the Fly --[starred_actors]--> John Sutton --[(INV) starred_actors]--> The Invisible Man Returns --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.938189
Path Entropy(↓):  1.604953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by tim kelly were released in which years
Start Entity:     Tim Kelly
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Tim Kelly --[(INV) written_by]--> Cry of the Banshee --[release_year]--> 1970
Path (Raw):       Tim Kelly --[No Operation]--> Tim Kelly --[(INV) written_by]--> Cry of the Banshee --[release_year]--> 1970
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of hard eight
Start Entity:     Hard Eight
Gold Answer:      [['The Master', 'Punch-Drunk Love', 'Boogie Nights', 'There Will Be Blood', 'Magnolia', 'Inherent Vice']]
Predicted Ans:    Punch-Drunk Love
Predicted Path:   Hard Eight --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Punch-Drunk Love
Path (Raw):       Hard Eight --[No Operation]--> Hard Eight --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Punch-Drunk Love
Neg LogProb(↓):   0.931727
Path Entropy(↓):  1.468118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with wonderland fall under
Start Entity:     Wonderland
Gold Answer:      [['Romance', 'Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Wonderland --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[has_genre]--> Crime
Path (Raw):       Wonderland --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[has_genre]--> Crime
Neg LogProb(↓):   0.015093
Path Entropy(↓):  0.097921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed do not disturb
Start Entity:     Do Not Disturb
Gold Answer:      [['Dick Maas', 'Stanley Shapiro', 'Paul Henning']]
Predicted Ans:    Dick Maas
Predicted Path:   Do Not Disturb --[directed_by]--> Ralph Levy --[(INV) directed_by]--> Do Not Disturb --[written_by]--> Dick Maas
Path (Raw):       Do Not Disturb --[directed_by]--> Ralph Levy --[(INV) directed_by]--> Do Not Disturb --[written_by]--> Dick Maas
Neg LogProb(↓):   0.032840
Path Entropy(↓):  0.143011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the notorious bettie page
Start Entity:     The Notorious Bettie Page
Gold Answer:      [['Guinevere Turner', 'Mary Harron']]
Predicted Ans:    Mary Harron
Predicted Path:   The Notorious Bettie Page --[written_by]--> Mary Harron --[(INV) written_by]--> The Moth Diaries --[written_by]--> Mary Harron
Path (Raw):       The Notorious Bettie Page --[written_by]--> Mary Harron --[(INV) written_by]--> The Moth Diaries --[written_by]--> Mary Harron
Neg LogProb(↓):   0.009634
Path Entropy(↓):  0.058762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by stanley tong
Start Entity:     Stanley Tong
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Stanley Tong --[(INV) directed_by]--> Mr. Magoo --[has_genre]--> Comedy
Path (Raw):       Stanley Tong --[No Operation]--> Stanley Tong --[(INV) directed_by]--> Mr. Magoo --[has_genre]--> Comedy
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed santa fe
Start Entity:     Santa Fe
Gold Answer:      [['Irving Pichel']]
Predicted Ans:    Irving Pichel
Predicted Path:   Santa Fe --[directed_by]--> Irving Pichel --[(INV) directed_by]--> Something in the Wind --[directed_by]--> Irving Pichel
Path (Raw):       Santa Fe --[directed_by]--> Irving Pichel --[(INV) directed_by]--> Something in the Wind --[directed_by]--> Irving Pichel
Neg LogProb(↓):   0.319535
Path Entropy(↓):  0.846078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the bachelor actors
Start Entity:     The Bachelor
Gold Answer:      [['Musical', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   The Bachelor --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> The Chamber --[has_genre]--> Thriller
Path (Raw):       The Bachelor --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> The Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.608121
Path Entropy(↓):  1.397228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie back to the beach
Start Entity:     Back to the Beach
Gold Answer:      [['Alan Rafkin', 'John Lee Hancock', 'Gus Meins', 'Norman Taurog', 'John Wayne', 'Otto Preminger', 'Jack Donohue', 'William Asher', 'Charles Barton']]
Predicted Ans:    William Asher
Predicted Path:   Back to the Beach --[starred_actors]--> Annette Funicello --[(INV) starred_actors]--> Beach Blanket Bingo --[directed_by]--> William Asher
Path (Raw):       Back to the Beach --[starred_actors]--> Annette Funicello --[(INV) starred_actors]--> Beach Blanket Bingo --[directed_by]--> William Asher
Neg LogProb(↓):   0.654137
Path Entropy(↓):  1.064105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by hans rameau
Start Entity:     Hans Rameau
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Hans Rameau --[(INV) written_by]--> Waterloo Bridge --[has_genre]--> Drama
Path (Raw):       Hans Rameau --[No Operation]--> Hans Rameau --[(INV) written_by]--> Waterloo Bridge --[has_genre]--> Drama
Neg LogProb(↓):   0.699144
Path Entropy(↓):  0.729720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with mixed nuts fall under
Start Entity:     Mixed Nuts
Gold Answer:      [['Drama', 'Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Mixed Nuts --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Path (Raw):       Mixed Nuts --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Neg LogProb(↓):   0.001359
Path Entropy(↓):  0.011702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by denise young
Start Entity:     Denise Young
Gold Answer:      [['Tom Russell', 'Hugo Weaving']]
Predicted Ans:    Hugo Weaving
Predicted Path:   Denise Young --[(INV) written_by]--> Last Ride --[starred_actors]--> Hugo Weaving
Path (Raw):       Denise Young --[No Operation]--> Denise Young --[(INV) written_by]--> Last Ride --[starred_actors]--> Hugo Weaving
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was scott colthorp the director of
Start Entity:     Scott Colthorp
Gold Answer:      [['Trek Nation']]
Predicted Ans:    Trek Nation
Predicted Path:   Scott Colthorp --[(INV) directed_by]--> Trek Nation --[directed_by]--> Scott Colthorp --[(INV) directed_by]--> Trek Nation
Path (Raw):       Scott Colthorp --[(INV) directed_by]--> Trek Nation --[directed_by]--> Scott Colthorp --[(INV) directed_by]--> Trek Nation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor emily cox appeared in the same movie with who
Start Entity:     Emily Cox
Gold Answer:      [['Theo Trebs', 'Anka Graczyk', 'Michael Fuith']]
Predicted Ans:    Emily Cox
Predicted Path:   Emily Cox --[(INV) starred_actors]--> Rammbock --[starred_actors]--> Emily Cox
Path (Raw):       Emily Cox --[No Operation]--> Emily Cox --[(INV) starred_actors]--> Rammbock --[starred_actors]--> Emily Cox
Neg LogProb(↓):   0.000607
Path Entropy(↓):  0.005549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of the love guru
Start Entity:     The Love Guru
Gold Answer:      [["Wayne's World 2", '54', "Wayne's World", 'So I Married an Axe Murderer', 'Shrek the Halls', 'Shrek 2', 'Shrek', 'Austin Powers in Goldmember']]
Predicted Ans:    Shrek
Predicted Path:   The Love Guru --[starred_actors]--> Mike Myers --[(INV) starred_actors]--> Shrek
Path (Raw):       The Love Guru --[starred_actors]--> Mike Myers --[No Operation]--> Mike Myers --[(INV) starred_actors]--> Shrek
Neg LogProb(↓):   0.447747
Path Entropy(↓):  1.065504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by next screenwriters
Start Entity:     Next
Gold Answer:      [['Animation', 'Mystery', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Next --[written_by]--> Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Path (Raw):       Next --[written_by]--> Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Neg LogProb(↓):   0.617280
Path Entropy(↓):  0.933625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of carol sobieski written movies
Start Entity:     Carol Sobieski
Gold Answer:      [['1982', '2014', '1993', '1991']]
Predicted Ans:    2014
Predicted Path:   Carol Sobieski --[(INV) written_by]--> Annie --[release_year]--> 2014
Path (Raw):       Carol Sobieski --[No Operation]--> Carol Sobieski --[(INV) written_by]--> Annie --[release_year]--> 2014
Neg LogProb(↓):   0.789326
Path Entropy(↓):  1.095449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film run all night
Start Entity:     Run All Night
Gold Answer:      [['2015']]
Predicted Ans:    2015
Predicted Path:   Run All Night --[release_year]--> 2015 --[(INV) release_year]--> The Bronze --[release_year]--> 2015
Path (Raw):       Run All Night --[release_year]--> 2015 --[(INV) release_year]--> The Bronze --[release_year]--> 2015
Neg LogProb(↓):   0.729875
Path Entropy(↓):  1.476727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie plymouth adventure were in which languages
Start Entity:     Plymouth Adventure
Gold Answer:      [['Spanish', 'Japanese', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Plymouth Adventure --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[in_language]--> Italian
Path (Raw):       Plymouth Adventure --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[in_language]--> Italian
Neg LogProb(↓):   0.430971
Path Entropy(↓):  0.654507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by tom schulman
Start Entity:     Tom Schulman
Gold Answer:      [['Kristy Swanson', 'Joe Pesci']]
Predicted Ans:    Joe Pesci
Predicted Path:   Tom Schulman --[(INV) directed_by]--> 8 Heads in a Duffel Bag --[starred_actors]--> Joe Pesci
Path (Raw):       Tom Schulman --[No Operation]--> Tom Schulman --[(INV) directed_by]--> 8 Heads in a Duffel Bag --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.118231
Path Entropy(↓):  0.349659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of sukiyaki western django
Start Entity:     Sukiyaki Western Django
Gold Answer:      [['2012', '2005']]
Predicted Ans:    2007
Predicted Path:   Sukiyaki Western Django --[written_by]--> Takashi Miike --[(INV) written_by]--> Sukiyaki Western Django --[release_year]--> 2007
Path (Raw):       Sukiyaki Western Django --[written_by]--> Takashi Miike --[(INV) written_by]--> Sukiyaki Western Django --[release_year]--> 2007
Neg LogProb(↓):   0.010456
Path Entropy(↓):  0.064070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies for the writer of days and clouds
Start Entity:     Days and Clouds
Gold Answer:      [['Silvio Soldini']]
Predicted Ans:    Silvio Soldini
Predicted Path:   Days and Clouds --[written_by]--> Silvio Soldini --[(INV) written_by]--> Days and Clouds --[directed_by]--> Silvio Soldini
Path (Raw):       Days and Clouds --[written_by]--> Silvio Soldini --[(INV) written_by]--> Days and Clouds --[directed_by]--> Silvio Soldini
Neg LogProb(↓):   0.152956
Path Entropy(↓):  0.464485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the president's analyst
Start Entity:     The President's Analyst
Gold Answer:      [['James Coburn']]
Predicted Ans:    James Coburn
Predicted Path:   The President's Analyst --[directed_by]--> Theodore J. Flicker --[(INV) directed_by]--> The President's Analyst --[starred_actors]--> James Coburn
Path (Raw):       The President's Analyst --[directed_by]--> Theodore J. Flicker --[(INV) directed_by]--> The President's Analyst --[starred_actors]--> James Coburn
Neg LogProb(↓):   1.335389
Path Entropy(↓):  0.584485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie true stories are directed by who
Start Entity:     True Stories
Gold Answer:      [['George Cukor', 'Mike Nichols', 'Taylor Hackford', 'Frank Marshall', 'Martin Scorsese', 'Dan Scanlon', 'John Erman', 'David Silverman', 'Sylvie Verheyde', 'David Caesar', 'Ethan Coen', 'Matt Aselton', 'Ben Affleck', 'Jim McBride', 'David Kendall', 'Harold Becker', 'Bryan Gordon', 'Joe Dante', 'Gregory Hoblit', 'Steven Spielberg', 'Luis Mandoki', 'Glenn Jordan', 'Pete Docter', 'Sönke Wortmann', 'Larry Charles', 'Brian Levant', 'Lee Unkrich', 'Joel Coen', 'Elia Kazan']]
Predicted Ans:    George Cukor
Predicted Path:   True Stories --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Path (Raw):       True Stories --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Born Yesterday --[directed_by]--> George Cukor
Neg LogProb(↓):   0.858665
Path Entropy(↓):  1.660033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of ironweed
Start Entity:     Ironweed
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ironweed --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Ironweed --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.328340
Path Entropy(↓):  4.567118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the kids are all right
Start Entity:     The Kids Are All Right
Gold Answer:      [['Christian Bale', 'Natascha McElhone', 'Frances McDormand', 'Kate Beckinsale', 'Radha Mitchell']]
Predicted Ans:    Radha Mitchell
Predicted Path:   The Kids Are All Right --[directed_by]--> Lisa Cholodenko --[(INV) directed_by]--> High Art --[starred_actors]--> Radha Mitchell
Path (Raw):       The Kids Are All Right --[directed_by]--> Lisa Cholodenko --[(INV) directed_by]--> High Art --[starred_actors]--> Radha Mitchell
Neg LogProb(↓):   0.000917
Path Entropy(↓):  0.007411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did george harrison star in
Start Entity:     George Harrison
Gold Answer:      [['Help!', "A Hard Day's Night"]]
Predicted Ans:    Help!
Predicted Path:   George Harrison --[(INV) starred_actors]--> Help! --[starred_actors]--> George Harrison --[(INV) starred_actors]--> Help!
Path (Raw):       George Harrison --[(INV) starred_actors]--> Help! --[starred_actors]--> George Harrison --[(INV) starred_actors]--> Help!
Neg LogProb(↓):   0.373271
Path Entropy(↓):  1.014060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the pill
Start Entity:     The Pill
Gold Answer:      [['Todd Berger']]
Predicted Ans:    Todd Berger
Predicted Path:   The Pill --[starred_actors]--> Rachel Boston --[(INV) starred_actors]--> It's a Disaster --[directed_by]--> Todd Berger
Path (Raw):       The Pill --[starred_actors]--> Rachel Boston --[(INV) starred_actors]--> It's a Disaster --[directed_by]--> Todd Berger
Neg LogProb(↓):   0.116385
Path Entropy(↓):  0.347213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with harry baur
Start Entity:     Harry Baur
Gold Answer:      [['Russell Crowe', 'Fredric March', 'Amanda Seyfried', 'Jean Gabin', 'Charles Laughton', 'Charles Vanel', 'Anne Hathaway', 'Hugh Jackman']]
Predicted Ans:    Hugh Jackman
Predicted Path:   Harry Baur --[(INV) starred_actors]--> Les Misérables --[starred_actors]--> Hugh Jackman
Path (Raw):       Harry Baur --[No Operation]--> Harry Baur --[(INV) starred_actors]--> Les Misérables --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.375443
Path Entropy(↓):  0.960238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of dont look back
Start Entity:     Dont Look Back
Gold Answer:      [['Masked and Anonymous']]
Predicted Ans:    Masked and Anonymous
Predicted Path:   Dont Look Back --[starred_actors]--> Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous
Path (Raw):       Dont Look Back --[No Operation]--> Dont Look Back --[starred_actors]--> Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous
Neg LogProb(↓):   0.065086
Path Entropy(↓):  0.267807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote heavy metal
Start Entity:     Heavy Metal
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Animation
Predicted Path:   Heavy Metal --[written_by]--> Len Blum --[(INV) written_by]--> Heavy Metal --[has_genre]--> Animation
Path (Raw):       Heavy Metal --[written_by]--> Len Blum --[(INV) written_by]--> Heavy Metal --[has_genre]--> Animation
Neg LogProb(↓):   0.636906
Path Entropy(↓):  0.758431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was myles berkowitz the writer of
Start Entity:     Myles Berkowitz
Gold Answer:      [['20 Dates']]
Predicted Ans:    20 Dates
Predicted Path:   Myles Berkowitz --[(INV) written_by]--> 20 Dates --[written_by]--> Myles Berkowitz --[(INV) written_by]--> 20 Dates
Path (Raw):       Myles Berkowitz --[(INV) written_by]--> 20 Dates --[written_by]--> Myles Berkowitz --[(INV) written_by]--> 20 Dates
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote pan's labyrinth
Start Entity:     Pan's Labyrinth
Gold Answer:      [['1997', '2001', '2010', '1993', '2004', '2013']]
Predicted Ans:    1993
Predicted Path:   Pan's Labyrinth --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos --[release_year]--> 1993
Path (Raw):       Pan's Labyrinth --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos --[release_year]--> 1993
Neg LogProb(↓):   0.182893
Path Entropy(↓):  0.577490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is the assassination bureau
Start Entity:     The Assassination Bureau
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Assassination Bureau --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Assassination Bureau --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.283397
Path Entropy(↓):  4.476432
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was colin o'donnell the writer of
Start Entity:     Colin O'Donnell
Gold Answer:      [['Salvage']]
Predicted Ans:    Salvage
Predicted Path:   Colin O'Donnell --[(INV) written_by]--> Salvage --[written_by]--> Colin O'Donnell --[(INV) written_by]--> Salvage
Path (Raw):       Colin O'Donnell --[(INV) written_by]--> Salvage --[written_by]--> Colin O'Donnell --[(INV) written_by]--> Salvage
Neg LogProb(↓):   0.002894
Path Entropy(↓):  0.019779
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the thorn in the heart are directed by who
Start Entity:     The Thorn in the Heart
Gold Answer:      [['Michel Gondry']]
Predicted Ans:    Michel Gondry
Predicted Path:   The Thorn in the Heart --[starred_actors]--> Michel Gondry --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry
Path (Raw):       The Thorn in the Heart --[starred_actors]--> Michel Gondry --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.452098
Path Entropy(↓):  0.902057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of oklahoma crude
Start Entity:     Oklahoma Crude
Gold Answer:      [['The Hustler', 'The First Deadly Sin', 'Dunston Checks In', 'Islands in the Stream', 'The Towering Inferno', 'The Twilight of the Golds', 'Eyes of Laura Mars', 'The Champ', 'A Christmas Carol', 'Movie Movie', 'Little Big Man', 'Chinatown', 'The Hindenburg', 'Network', 'Barfly', 'Bonnie and Clyde', 'Arizona Dream', 'Supergirl', 'The Hospital', 'The Hanging Tree', 'Tyson', 'Three Days of the Condor', "Not with My Wife, You Don't!", 'Scorchers', 'Rage', 'Hardcore', 'Inherit the Wind', 'The Changeling', 'They Might Be Giants', 'Jane Eyre', "The Handmaid's Tale", 'The Formula', 'Patton', 'Burning Secret', 'The Flim-Flam Man', 'The Day of the Dolphin', 'Taps', 'Petulia', 'The Exorcist III', 'The New Centurions', 'Midnight Crossing', 'Albino Alligator', 'The Thomas Crown Affair', 'Mommie Dearest', 'The Last Run', 'The Arrangement', 'Oliver Twist']]
Predicted Ans:    Jane Eyre
Predicted Path:   Oklahoma Crude --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre
Path (Raw):       Oklahoma Crude --[starred_actors]--> George C. Scott --[No Operation]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre
Neg LogProb(↓):   0.317201
Path Entropy(↓):  1.237542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film confessions of a nazi spy released
Start Entity:     Confessions of a Nazi Spy
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   Confessions of a Nazi Spy --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       Confessions of a Nazi Spy --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   1.514293
Path Entropy(↓):  3.066454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the flame and the arrow
Start Entity:     The Flame and the Arrow
Gold Answer:      [['Aldo Ray', 'Simone Simon', 'Robert Mitchum', 'Virginia Mayo', 'Jane Randolph', 'Steve Reeves', 'Hedy Lamarr', 'Robert Stack', 'Anne Bancroft', 'Robert Ryan', 'Tom Conway', 'Paul Lukas', 'Kirk Douglas', 'Boris Karloff', 'Nastassja Kinski', 'Merle Oberon', 'Brian Keith', 'Kent Smith', 'Jane Greer', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Hedy Lamarr
Predicted Path:   The Flame and the Arrow --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Path (Raw):       The Flame and the Arrow --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Neg LogProb(↓):   0.313563
Path Entropy(↓):  0.657558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of green lantern
Start Entity:     Green Lantern
Gold Answer:      [['Martin Campbell']]
Predicted Ans:    Martin Campbell
Predicted Path:   Green Lantern --[directed_by]--> Martin Campbell --[(INV) directed_by]--> GoldenEye --[directed_by]--> Martin Campbell
Path (Raw):       Green Lantern --[directed_by]--> Martin Campbell --[(INV) directed_by]--> GoldenEye --[directed_by]--> Martin Campbell
Neg LogProb(↓):   0.119836
Path Entropy(↓):  0.415001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of patricia owens acted films
Start Entity:     Patricia Owens
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Patricia Owens --[(INV) starred_actors]--> Sayonara --[release_year]--> 1957
Path (Raw):       Patricia Owens --[No Operation]--> Patricia Owens --[(INV) starred_actors]--> Sayonara --[release_year]--> 1957
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of cheerleader massacre
Start Entity:     Cheerleader Massacre
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Horror
Predicted Path:   Cheerleader Massacre --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Camel Spiders --[has_genre]--> Horror
Path (Raw):       Cheerleader Massacre --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Camel Spiders --[has_genre]--> Horror
Neg LogProb(↓):   0.303240
Path Entropy(↓):  0.770553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter stuart hazeldine co - wrote films with who
Start Entity:     Stuart Hazeldine
Gold Answer:      [['Simon Garrity']]
Predicted Ans:    Stuart Hazeldine
Predicted Path:   Stuart Hazeldine --[(INV) written_by]--> Exam --[written_by]--> Stuart Hazeldine
Path (Raw):       Stuart Hazeldine --[No Operation]--> Stuart Hazeldine --[(INV) written_by]--> Exam --[written_by]--> Stuart Hazeldine
Neg LogProb(↓):   0.008653
Path Entropy(↓):  0.049539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you give a few words describing the neon bible
Start Entity:     The Neon Bible
Gold Answer:      [['1940s']]
Predicted Ans:    1940s
Predicted Path:   The Neon Bible --[has_tags]--> 1940s --[(INV) has_tags]--> The Neon Bible --[has_tags]--> 1940s
Path (Raw):       The Neon Bible --[has_tags]--> 1940s --[(INV) has_tags]--> The Neon Bible --[has_tags]--> 1940s
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the recruit
Start Entity:     The Recruit
Gold Answer:      [['colin farrell', 'bridget moynahan', 'al pacino']]
Predicted Ans:    bridget moynahan
Predicted Path:   The Recruit --[has_tags]--> bridget moynahan --[(INV) has_tags]--> Gray Matters --[has_tags]--> bridget moynahan
Path (Raw):       The Recruit --[has_tags]--> bridget moynahan --[(INV) has_tags]--> Gray Matters --[has_tags]--> bridget moynahan
Neg LogProb(↓):   0.014848
Path Entropy(↓):  0.088639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in lord of war
Start Entity:     Lord of War
Gold Answer:      [['Thai']]
Predicted Ans:    george gallo
Predicted Path:   Lord of War --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_tags]--> george gallo
Path (Raw):       Lord of War --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_tags]--> george gallo
Neg LogProb(↓):   0.002575
Path Entropy(↓):  0.019829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by naomi wolf release
Start Entity:     Naomi Wolf
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Naomi Wolf --[(INV) written_by]--> The End of America --[release_year]--> 2008
Path (Raw):       Naomi Wolf --[No Operation]--> Naomi Wolf --[(INV) written_by]--> The End of America --[release_year]--> 2008
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor zalman king acted together with who
Start Entity:     Zalman King
Gold Answer:      [['Deborah Winters']]
Predicted Ans:    Deborah Winters
Predicted Path:   Zalman King --[(INV) starred_actors]--> Blue Sunshine --[starred_actors]--> Deborah Winters
Path (Raw):       Zalman King --[No Operation]--> Zalman King --[(INV) starred_actors]--> Blue Sunshine --[starred_actors]--> Deborah Winters
Neg LogProb(↓):   0.065612
Path Entropy(↓):  0.239491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the pilgrim were in which genres
Start Entity:     The Pilgrim
Gold Answer:      [['Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Pilgrim --[starred_actors]--> Edna Purviance --[(INV) starred_actors]--> Police --[has_genre]--> Drama
Path (Raw):       The Pilgrim --[starred_actors]--> Edna Purviance --[(INV) starred_actors]--> Police --[has_genre]--> Drama
Neg LogProb(↓):   0.122932
Path Entropy(↓):  0.358269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of hombre starred who
Start Entity:     Hombre
Gold Answer:      [['Madge Sinclair', 'Sally Field', 'Luther Adler', 'Alex Cord', 'Woody Allen', 'Oskar Werner', 'Irene Papas', 'Joanne Woodward', 'Corey Haim', 'Jane Alexander', 'Karl Malden', 'Zero Mostel', 'James Garner', 'Patricia Neal', 'Paul Winfield', 'Kevin Hooks', 'Sidney Poitier', 'John Cassavetes', 'Brian Kerwin', 'Jon Voight', 'Paul Newman', 'Melvyn Douglas', 'Walter Matthau', 'Herschel Bernardi', 'Claire Bloom', 'James Earl Jones', 'Kirk Douglas', 'Richard Harris', 'Richard Burton', 'Anthony Franciosa', 'Mary Steenburgen', 'Sean Connery', 'Ron Leibman', 'Richard Dreyfuss', 'Beau Bridges', 'Orson Welles', 'Cicely Tyson', 'Louis Armstrong', 'Carol Burnett', 'Barbra Streisand']]
Predicted Ans:    Paul Winfield
Predicted Path:   Hombre --[directed_by]--> Martin Ritt --[(INV) directed_by]--> Sounder --[starred_actors]--> Paul Winfield
Path (Raw):       Hombre --[directed_by]--> Martin Ritt --[(INV) directed_by]--> Sounder --[starred_actors]--> Paul Winfield
Neg LogProb(↓):   0.726808
Path Entropy(↓):  1.546361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of intimate lighting also wrote which movies
Start Entity:     Intimate Lighting
Gold Answer:      [['Born to Win']]
Predicted Ans:    Intimate Lighting
Predicted Path:   Intimate Lighting --[written_by]--> Ivan Passer --[(INV) written_by]--> Intimate Lighting
Path (Raw):       Intimate Lighting --[written_by]--> Ivan Passer --[(INV) written_by]--> Intimate Lighting --[No Operation]--> Intimate Lighting
Neg LogProb(↓):   0.407659
Path Entropy(↓):  0.637962
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in eleanor parker starred movies
Start Entity:     Eleanor Parker
Gold Answer:      [['Japanese']]
Predicted Ans:    1947
Predicted Path:   Eleanor Parker --[(INV) starred_actors]--> Escape Me Never --[release_year]--> 1947
Path (Raw):       Eleanor Parker --[No Operation]--> Eleanor Parker --[(INV) starred_actors]--> Escape Me Never --[release_year]--> 1947
Neg LogProb(↓):   0.294739
Path Entropy(↓):  0.767014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie angel on my shoulder were in which languages
Start Entity:     Angel on My Shoulder
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   Angel on My Shoulder --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[in_language]--> French
Path (Raw):       Angel on My Shoulder --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[in_language]--> French
Neg LogProb(↓):   0.012460
Path Entropy(↓):  0.070832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed girl on a bicycle
Start Entity:     Girl on a Bicycle
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Girl on a Bicycle --[directed_by]--> Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle --[has_genre]--> Comedy
Path (Raw):       Girl on a Bicycle --[directed_by]--> Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle --[has_genre]--> Comedy
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of hotel rwanda
Start Entity:     Hotel Rwanda
Gold Answer:      [['Jim Sheridan', 'Terry George']]
Predicted Ans:    Terry George
Predicted Path:   Hotel Rwanda --[written_by]--> Terry George --[(INV) written_by]--> Some Mother's Son --[directed_by]--> Terry George
Path (Raw):       Hotel Rwanda --[written_by]--> Terry George --[(INV) written_by]--> Some Mother's Son --[directed_by]--> Terry George
Neg LogProb(↓):   0.016725
Path Entropy(↓):  0.095350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed doctors'wives
Start Entity:     Doctors' Wives
Gold Answer:      [['George Schaefer']]
Predicted Ans:    Henry Koster
Predicted Path:   Doctors' Wives --[directed_by]--> George Schaefer --[(INV) directed_by]--> Harvey --[directed_by]--> Henry Koster
Path (Raw):       Doctors' Wives --[directed_by]--> George Schaefer --[(INV) directed_by]--> Harvey --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.050565
Path Entropy(↓):  0.208378
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie puppet master vs demonic toys starred who
Start Entity:     Puppet Master vs Demonic Toys
Gold Answer:      [['Vanessa Angel', 'Corey Feldman']]
Predicted Ans:    Corey Feldman
Predicted Path:   Puppet Master vs Demonic Toys --[starred_actors]--> Corey Feldman --[(INV) starred_actors]--> Dream a Little Dream --[starred_actors]--> Corey Feldman
Path (Raw):       Puppet Master vs Demonic Toys --[starred_actors]--> Corey Feldman --[(INV) starred_actors]--> Dream a Little Dream --[starred_actors]--> Corey Feldman
Neg LogProb(↓):   0.612882
Path Entropy(↓):  1.477605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of beautiful joe
Start Entity:     Beautiful Joe
Gold Answer:      [['Jacknife']]
Predicted Ans:    Beautiful Joe
Predicted Path:   Beautiful Joe --[written_by]--> Stephen Metcalfe --[(INV) written_by]--> Beautiful Joe
Path (Raw):       Beautiful Joe --[No Operation]--> Beautiful Joe --[written_by]--> Stephen Metcalfe --[(INV) written_by]--> Beautiful Joe
Neg LogProb(↓):   0.005407
Path Entropy(↓):  0.036117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film that thing you do!
Start Entity:     That Thing You Do!
Gold Answer:      [['2011']]
Predicted Ans:    1996
Predicted Path:   That Thing You Do! --[written_by]--> Tom Hanks --[(INV) written_by]--> That Thing You Do! --[release_year]--> 1996
Path (Raw):       That Thing You Do! --[written_by]--> Tom Hanks --[(INV) written_by]--> That Thing You Do! --[release_year]--> 1996
Neg LogProb(↓):   0.475978
Path Entropy(↓):  0.663750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor john sweet co - starred with who
Start Entity:     John Sweet
Gold Answer:      [['Dennis Price', 'Sheila Sim', 'Eric Portman']]
Predicted Ans:    Dennis Price
Predicted Path:   John Sweet --[(INV) starred_actors]--> A Canterbury Tale --[starred_actors]--> Dennis Price
Path (Raw):       John Sweet --[No Operation]--> John Sweet --[(INV) starred_actors]--> A Canterbury Tale --[starred_actors]--> Dennis Price
Neg LogProb(↓):   0.000247
Path Entropy(↓):  0.002344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote her
Start Entity:     Her
Gold Answer:      [['2009', '2010']]
Predicted Ans:    2009
Predicted Path:   Her --[written_by]--> Spike Jonze --[(INV) written_by]--> Where the Wild Things Are --[release_year]--> 2009
Path (Raw):       Her --[written_by]--> Spike Jonze --[(INV) written_by]--> Where the Wild Things Are --[release_year]--> 2009
Neg LogProb(↓):   0.349533
Path Entropy(↓):  0.719365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did caroline aaron star in
Start Entity:     Caroline Aaron
Gold Answer:      [['A Modern Affair']]
Predicted Ans:    A Modern Affair
Predicted Path:   Caroline Aaron --[(INV) starred_actors]--> A Modern Affair --[starred_actors]--> Caroline Aaron --[(INV) starred_actors]--> A Modern Affair
Path (Raw):       Caroline Aaron --[(INV) starred_actors]--> A Modern Affair --[starred_actors]--> Caroline Aaron --[(INV) starred_actors]--> A Modern Affair
Neg LogProb(↓):   0.578945
Path Entropy(↓):  0.695210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the honey pot are directed by who
Start Entity:     The Honey Pot
Gold Answer:      [['Philip Kaufman', 'Robert Wise', 'Edward Dmytryk', 'John Cromwell', 'Daniel Mann', 'Cecil B. DeMille', 'Robert Guédiguian', 'Irving Pichel', 'Douglas Trumbull', 'Reginald Beck', 'Anthony Bushell', 'Delmer Daves', 'Henry Levin', 'Richard Fleischer', 'Walter Grauman', 'Preston Sturges', 'David Lean', 'Blake Edwards', 'Carol Reed', 'Dick Powell', 'Walter Lang', 'Robert Aldrich', 'Nicholas Ray', 'Mark Robson', 'Pupi Avati', 'Franklin J. Schaffner', 'Henry King', 'Robert Stevens', 'David Miller', 'Edward Ludwig', 'Paul Wendkos', 'Carroll Ballard', 'Gabriel Pascal', 'Samuel Fuller', 'René Clair', 'Howard Zieff', 'Laís Bodanzky', 'Vincente Minnelli', 'Robert Parrish', 'Peter Tewksbury', 'Malcolm D. Lee', 'William Conrad', 'Sydney Pollack', 'Eduardo Mignogna', 'Ralph Nelson', 'Joseph L. Mankiewicz', 'Robert Stevenson', 'Brian De Palma', 'Stuart Heisler']]
Predicted Ans:    Pupi Avati
Predicted Path:   The Honey Pot --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[directed_by]--> Pupi Avati
Path (Raw):       The Honey Pot --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[directed_by]--> Pupi Avati
Neg LogProb(↓):   1.205327
Path Entropy(↓):  2.298406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie the curse of frankenstein in a few words
Start Entity:     The Curse of Frankenstein
Gold Answer:      [['terence fisher', 'bd-r', 'gothic', 'hammer horror', 'hammer film productions', 'peter cushing', 'horror']]
Predicted Ans:    peter cushing
Predicted Path:   The Curse of Frankenstein --[has_tags]--> peter cushing --[(INV) has_tags]--> The Curse of Frankenstein --[has_tags]--> peter cushing
Path (Raw):       The Curse of Frankenstein --[has_tags]--> peter cushing --[(INV) has_tags]--> The Curse of Frankenstein --[has_tags]--> peter cushing
Neg LogProb(↓):   0.007455
Path Entropy(↓):  0.054665
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the secret life of words
Start Entity:     The Secret Life of Words
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Secret Life of Words --[written_by]--> Isabel Coixet --[(INV) written_by]--> My Life Without Me --[has_genre]--> Drama
Path (Raw):       The Secret Life of Words --[written_by]--> Isabel Coixet --[(INV) written_by]--> My Life Without Me --[has_genre]--> Drama
Neg LogProb(↓):   0.001148
Path Entropy(↓):  0.009238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is terror by night about
Start Entity:     Terror by Night
Gold Answer:      [['roy william neill', 'bd-r', 'arthur conan doyle', 'sherlock holmes']]
Predicted Ans:    sherlock holmes
Predicted Path:   Terror by Night --[has_tags]--> sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes
Path (Raw):       Terror by Night --[has_tags]--> sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes
Neg LogProb(↓):   0.006489
Path Entropy(↓):  0.042223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a million ways to die in the west
Start Entity:     A Million Ways to Die in the West
Gold Answer:      [['Seth MacFarlane', 'Alec Sulkin', 'Wellesley Wild']]
Predicted Ans:    Alec Sulkin
Predicted Path:   A Million Ways to Die in the West --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[written_by]--> Alec Sulkin
Path (Raw):       A Million Ways to Die in the West --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[written_by]--> Alec Sulkin
Neg LogProb(↓):   0.110703
Path Entropy(↓):  0.448478
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the moderns
Start Entity:     The Moderns
Gold Answer:      [['Bruce Willis', 'Lesley Ann Warren', 'Jennifer Jason Leigh', 'Geraldine Chaplin', 'Anne Archer', 'Anthony Perkins', 'Lara Flynn Boyle', 'Nick Nolte', 'Demi Moore', 'Meat Loaf', 'Eric Roberts', 'Rip Torn', 'Frank Bonner', 'Barbara Hewitt', 'Edward Connell', 'Tom Berenger', 'Arnold Vosloo', 'Emily Watson', 'Kris Kristofferson', 'Elizabeth Perkins', 'Lori Singer', 'Jonny Lee Miller', 'Melinda Dillon', 'Fred Ward', 'Matthew Modine', 'Julie Christie', 'Timothy Hutton', 'Keith Carradine', 'Willie Nelson', 'Glenne Headly', 'Kelly McGillis', 'Geneviève Bujold']]
Predicted Ans:    Keith Carradine
Predicted Path:   The Moderns --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Path (Raw):       The Moderns --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.092673
Path Entropy(↓):  0.359062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie full moon high were released in which years
Start Entity:     Full Moon High
Gold Answer:      [['1976', '1988', '1966', '1972', '1990', '2008', '1993', '2004', '1982', '1973', '1996', '1985', '1987', '1974', '2007']]
Predicted Ans:    1973
Predicted Path:   Full Moon High --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[release_year]--> 1973
Path (Raw):       Full Moon High --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[release_year]--> 1973
Neg LogProb(↓):   1.585281
Path Entropy(↓):  2.192792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of monkey shines were directed by who
Start Entity:     Monkey Shines
Gold Answer:      [['Breck Eisner', 'Tom Savini', 'Steve Miner', 'Zack Snyder', 'Dario Argento', 'George A. Romero', 'Michael Gornick', 'George Sidney']]
Predicted Ans:    George A. Romero
Predicted Path:   Monkey Shines --[written_by]--> George A. Romero --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Path (Raw):       Monkey Shines --[written_by]--> George A. Romero --[(INV) written_by]--> The Dark Half --[directed_by]--> George A. Romero
Neg LogProb(↓):   0.619653
Path Entropy(↓):  1.154865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by elizabeth meriwether
Start Entity:     Elizabeth Meriwether
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Elizabeth Meriwether --[(INV) written_by]--> No Strings Attached --[release_year]--> 2011
Path (Raw):       Elizabeth Meriwether --[No Operation]--> Elizabeth Meriwether --[(INV) written_by]--> No Strings Attached --[release_year]--> 2011
Neg LogProb(↓):   0.385828
Path Entropy(↓):  0.626958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did andrew fleming direct
Start Entity:     Andrew Fleming
Gold Answer:      [['Dick', 'Nancy Drew', 'Hamlet 2', 'Bad Dreams', 'Barefoot', 'Threesome', 'The Craft']]
Predicted Ans:    Threesome
Predicted Path:   Andrew Fleming --[(INV) written_by]--> Threesome --[written_by]--> Andrew Fleming --[(INV) written_by]--> Threesome
Path (Raw):       Andrew Fleming --[(INV) written_by]--> Threesome --[written_by]--> Andrew Fleming --[(INV) written_by]--> Threesome
Neg LogProb(↓):   0.144570
Path Entropy(↓):  0.467575
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by bullhead actors
Start Entity:     Bullhead
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bullhead --[starred_actors]--> Matthias Schoenaerts --[(INV) starred_actors]--> Rust and Bone --[has_genre]--> Drama
Path (Raw):       Bullhead --[starred_actors]--> Matthias Schoenaerts --[(INV) starred_actors]--> Rust and Bone --[has_genre]--> Drama
Neg LogProb(↓):   0.001106
Path Entropy(↓):  0.008648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by herbert kretzmer
Start Entity:     Herbert Kretzmer
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Herbert Kretzmer --[(INV) written_by]--> Les Misérables --[in_language]--> English
Path (Raw):       Herbert Kretzmer --[No Operation]--> Herbert Kretzmer --[(INV) written_by]--> Les Misérables --[in_language]--> English
Neg LogProb(↓):   1.262460
Path Entropy(↓):  1.411879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in twin town
Start Entity:     Twin Town
Gold Answer:      [['Dougray Scott', 'Rhys Ifans']]
Predicted Ans:    Iddo Goldberg
Predicted Path:   Twin Town --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Last Passenger --[starred_actors]--> Iddo Goldberg
Path (Raw):       Twin Town --[starred_actors]--> Dougray Scott --[(INV) starred_actors]--> Last Passenger --[starred_actors]--> Iddo Goldberg
Neg LogProb(↓):   0.585317
Path Entropy(↓):  0.693442
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of i am bruce lee
Start Entity:     I Am Bruce Lee
Gold Answer:      [['George Foreman', 'Joe Frazier', 'George Chuvalo', 'Henry Cooper']]
Predicted Ans:    George Chuvalo
Predicted Path:   I Am Bruce Lee --[directed_by]--> Pete McCormack --[(INV) directed_by]--> Facing Ali --[starred_actors]--> George Chuvalo
Path (Raw):       I Am Bruce Lee --[directed_by]--> Pete McCormack --[(INV) directed_by]--> Facing Ali --[starred_actors]--> George Chuvalo
Neg LogProb(↓):   0.664839
Path Entropy(↓):  1.134781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of max dugan returns
Start Entity:     Max Dugan Returns
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Max Dugan Returns --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Path (Raw):       Max Dugan Returns --[release_year]--> 1983 --[(INV) release_year]--> The Scarlet and the Black --[release_year]--> 1983
Neg LogProb(↓):   2.642801
Path Entropy(↓):  3.945634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film zombieland
Start Entity:     Zombieland
Gold Answer:      [['Will Beall']]
Predicted Ans:    Will Beall
Predicted Path:   Zombieland --[directed_by]--> Ruben Fleischer --[(INV) directed_by]--> Gangster Squad --[written_by]--> Will Beall
Path (Raw):       Zombieland --[directed_by]--> Ruben Fleischer --[(INV) directed_by]--> Gangster Squad --[written_by]--> Will Beall
Neg LogProb(↓):   0.002064
Path Entropy(↓):  0.016222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of bullet to the head starred who
Start Entity:     Bullet to the Head
Gold Answer:      [['Ben Foster', 'Woody Harrelson', 'Peter Firth', 'Mathilda May', 'Jena Malone', 'Steve Railsback', 'Frank Finlay']]
Predicted Ans:    Woody Harrelson
Predicted Path:   Bullet to the Head --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[starred_actors]--> Woody Harrelson
Path (Raw):       Bullet to the Head --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[starred_actors]--> Woody Harrelson
Neg LogProb(↓):   0.004160
Path Entropy(↓):  0.029984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film private confessions
Start Entity:     Private Confessions
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Private Confessions --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Private Confessions --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.614434
Path Entropy(↓):  4.747524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the artist and the model
Start Entity:     The Artist and the Model
Gold Answer:      [['Documentary', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Artist and the Model --[written_by]--> Fernando Trueba --[(INV) written_by]--> Two Much --[has_genre]--> Comedy
Path (Raw):       The Artist and the Model --[written_by]--> Fernando Trueba --[(INV) written_by]--> Two Much --[has_genre]--> Comedy
Neg LogProb(↓):   0.462232
Path Entropy(↓):  0.900655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by peter mullan were directed by who
Start Entity:     Peter Mullan
Gold Answer:      [['Paddy Considine', 'Clive Gordon', 'John Crowley', 'Ivan Engler', 'Ken Loach', 'Alf Sjöberg', 'Craig Viveiros', 'Steven Spielberg', 'Mike Figgis', 'Gaby Dellal']]
Predicted Ans:    Peter Mullan
Predicted Path:   Peter Mullan --[(INV) directed_by]--> Neds --[directed_by]--> Peter Mullan
Path (Raw):       Peter Mullan --[No Operation]--> Peter Mullan --[(INV) directed_by]--> Neds --[directed_by]--> Peter Mullan
Neg LogProb(↓):   0.713292
Path Entropy(↓):  1.377785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of the bank dick
Start Entity:     The Bank Dick
Gold Answer:      [['The Widow from Chicago', 'Cops', 'The Haunted House', 'The Scarecrow', 'Convict 13', 'Million Dollar Legs', 'The Rag Man', 'My Little Chickadee', 'The Frozen North']]
Predicted Ans:    Cops
Predicted Path:   The Bank Dick --[directed_by]--> Edward F. Cline --[(INV) directed_by]--> Cops
Path (Raw):       The Bank Dick --[No Operation]--> The Bank Dick --[directed_by]--> Edward F. Cline --[(INV) directed_by]--> Cops
Neg LogProb(↓):   0.853740
Path Entropy(↓):  1.395915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by gaby dellal
Start Entity:     Gaby Dellal
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Gaby Dellal --[(INV) directed_by]--> On a Clear Day --[in_language]--> English
Path (Raw):       Gaby Dellal --[No Operation]--> Gaby Dellal --[(INV) directed_by]--> On a Clear Day --[in_language]--> English
Neg LogProb(↓):   0.003029
Path Entropy(↓):  0.020562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter howard nemerov co - wrote films with who
Start Entity:     Howard Nemerov
Gold Answer:      [['Howard Lindsay', 'Russel Crouse']]
Predicted Ans:    Russel Crouse
Predicted Path:   Howard Nemerov --[(INV) written_by]--> Tall Story --[written_by]--> Russel Crouse
Path (Raw):       Howard Nemerov --[No Operation]--> Howard Nemerov --[(INV) written_by]--> Tall Story --[written_by]--> Russel Crouse
Neg LogProb(↓):   0.071076
Path Entropy(↓):  0.256218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by dez vylenz were in which genres
Start Entity:     Dez Vylenz
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Dez Vylenz --[(INV) written_by]--> The Mindscape of Alan Moore --[has_genre]--> Documentary
Path (Raw):       Dez Vylenz --[No Operation]--> Dez Vylenz --[(INV) written_by]--> The Mindscape of Alan Moore --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the criminal code
Start Entity:     The Criminal Code
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Criminal Code --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> The North Star --[in_language]--> German
Path (Raw):       The Criminal Code --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> The North Star --[in_language]--> German
Neg LogProb(↓):   0.539082
Path Entropy(↓):  0.682826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of decision at sundown was who
Start Entity:     Decision at Sundown
Gold Answer:      [['Budd Boetticher']]
Predicted Ans:    Budd Boetticher
Predicted Path:   Decision at Sundown --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> The Man from the Alamo --[directed_by]--> Budd Boetticher
Path (Raw):       Decision at Sundown --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> The Man from the Alamo --[directed_by]--> Budd Boetticher
Neg LogProb(↓):   0.734647
Path Entropy(↓):  1.273360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the karate kid, part iii
Start Entity:     The Karate Kid, Part III
Gold Answer:      [['Music', 'Drama', 'Fantasy', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Karate Kid, Part III --[starred_actors]--> Ralph Macchio --[(INV) starred_actors]--> My Cousin Vinny --[has_genre]--> Comedy
Path (Raw):       The Karate Kid, Part III --[starred_actors]--> Ralph Macchio --[(INV) starred_actors]--> My Cousin Vinny --[has_genre]--> Comedy
Neg LogProb(↓):   0.782147
Path Entropy(↓):  0.959641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with jude law
Start Entity:     Jude Law
Gold Answer:      [['Norah Jones', 'Cameron Diaz', 'Kate Winslet', 'Anthony Hopkins', 'Michael Caine', 'Ben Syder', 'Sean Penn', 'Robert Downey Jr.', 'Mark Strong', 'Alec Baldwin', 'Gretchen Mol', 'Forest Whitaker', 'Broderick Crawford', 'Clive Owen', 'Jennifer Tilly', 'Renée Zellweger', 'Sadie Frost', 'Nicole Kidman', 'Isla Fisher', 'Julia Roberts', 'Juliette Binoche', 'Rachel Weisz', 'Matt Damon', 'Cate Blanchett', 'Laurence Olivier', 'Gwyneth Paltrow', 'Martha Plimpton', 'Natalie Portman', 'Chris Pine', 'Ed Harris', 'Harold Pinter', 'Jack Black', 'Joseph Fiennes', 'Robin Wright']]
Predicted Ans:    Forest Whitaker
Predicted Path:   Jude Law --[(INV) starred_actors]--> Repo Men --[starred_actors]--> Forest Whitaker
Path (Raw):       Jude Law --[No Operation]--> Jude Law --[(INV) starred_actors]--> Repo Men --[starred_actors]--> Forest Whitaker
Neg LogProb(↓):   0.694156
Path Entropy(↓):  1.046703
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by michael bacall
Start Entity:     Michael Bacall
Gold Answer:      [['Nima Nourizadeh', 'Mark Illsley', 'Christopher Miller', 'Phil Lord', 'Jonathan Kaplan', 'Jordan Melamed']]
Predicted Ans:    Christopher Miller
Predicted Path:   Michael Bacall --[(INV) written_by]--> 22 Jump Street --[directed_by]--> Christopher Miller
Path (Raw):       Michael Bacall --[No Operation]--> Michael Bacall --[(INV) written_by]--> 22 Jump Street --[directed_by]--> Christopher Miller
Neg LogProb(↓):   0.602263
Path Entropy(↓):  0.754932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of five corners
Start Entity:     Five Corners
Gold Answer:      [['Chris Makepeace', 'Dudley Moore', 'Christian Slater', 'James Franco', 'Daryl Hannah', 'Matt Dillon', 'Philip Winchester', 'Marisa Tomei', 'Kathy Bates', 'Edward Furlong', 'Katherine Healy', 'Adam Baldwin', 'Mary Tyler Moore']]
Predicted Ans:    Adam Baldwin
Predicted Path:   Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[starred_actors]--> Adam Baldwin
Path (Raw):       Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[starred_actors]--> Adam Baldwin
Neg LogProb(↓):   0.569794
Path Entropy(↓):  0.907951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with hillary brooke
Start Entity:     Hillary Brooke
Gold Answer:      [['Nigel Bruce', 'Basil Rathbone', 'Henry Daniell']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Hillary Brooke --[(INV) starred_actors]--> The Woman in Green --[starred_actors]--> Basil Rathbone
Path (Raw):       Hillary Brooke --[No Operation]--> Hillary Brooke --[(INV) starred_actors]--> The Woman in Green --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.000059
Path Entropy(↓):  0.000702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the wolverine fall under
Start Entity:     The Wolverine
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Wolverine --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Les Misérables --[has_genre]--> Drama
Path (Raw):       The Wolverine --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Les Misérables --[has_genre]--> Drama
Neg LogProb(↓):   1.945142
Path Entropy(↓):  2.336774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by juan pablo rebella
Start Entity:     Juan Pablo Rebella
Gold Answer:      [['Alfonso Tort', 'Jorge Temponi', 'Mirella Pascual', 'Andrés Pazos', 'Jorge Bolani', 'Daniel Hendler']]
Predicted Ans:    Daniel Hendler
Predicted Path:   Juan Pablo Rebella --[(INV) directed_by]--> 25 Watts --[starred_actors]--> Daniel Hendler
Path (Raw):       Juan Pablo Rebella --[No Operation]--> Juan Pablo Rebella --[(INV) directed_by]--> 25 Watts --[starred_actors]--> Daniel Hendler
Neg LogProb(↓):   0.267670
Path Entropy(↓):  0.552292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by chris miller release
Start Entity:     Chris Miller
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Chris Miller --[(INV) starred_actors]--> Penguins of Madagascar --[release_year]--> 2014
Path (Raw):       Chris Miller --[No Operation]--> Chris Miller --[(INV) starred_actors]--> Penguins of Madagascar --[release_year]--> 2014
Neg LogProb(↓):   0.000232
Path Entropy(↓):  0.002189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by kappei yamaguchi
Start Entity:     Kappei Yamaguchi
Gold Answer:      [['Eiko Kadono', 'Hayao Miyazaki', 'Takashi Shimizu']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Kappei Yamaguchi --[(INV) starred_actors]--> Kiki's Delivery Service --[written_by]--> Hayao Miyazaki
Path (Raw):       Kappei Yamaguchi --[No Operation]--> Kappei Yamaguchi --[(INV) starred_actors]--> Kiki's Delivery Service --[written_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.152957
Path Entropy(↓):  0.475009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the eat a bowl of tea director
Start Entity:     Eat a Bowl of Tea
Gold Answer:      [['Drama', 'Thriller', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Eat a Bowl of Tea --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Path (Raw):       Eat a Bowl of Tea --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[has_genre]--> Comedy
Neg LogProb(↓):   0.197539
Path Entropy(↓):  0.535233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in faraway, so close!
Start Entity:     Faraway, So Close!
Gold Answer:      [['English', 'Greek', 'Serbian', 'Hungarian', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Faraway, So Close! --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Exposed --[in_language]--> English
Path (Raw):       Faraway, So Close! --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Exposed --[in_language]--> English
Neg LogProb(↓):   0.113788
Path Entropy(↓):  0.357690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of shaun of the dead
Start Entity:     Shaun of the Dead
Gold Answer:      [['Simon Pegg', "Bryan Lee O'Malley", 'Edgar Wright']]
Predicted Ans:    Edgar Wright
Predicted Path:   Shaun of the Dead --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz --[written_by]--> Edgar Wright
Path (Raw):       Shaun of the Dead --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz --[written_by]--> Edgar Wright
Neg LogProb(↓):   0.219351
Path Entropy(↓):  0.740980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did james woods act in
Start Entity:     James Woods
Gold Answer:      [['Any Given Sunday', 'Once Upon a Time in America', "Cat's Eye", 'Jamesy Boy', 'Cop', 'True Believer', "This Girl's Life", 'Vampires', 'Best Seller', 'Ghosts of Mississippi', 'The Onion Field', 'Videodrome', 'The Virgin Suicides', 'The Boost', 'Against All Odds', 'Immediate Family', 'Salvador', 'The Getaway', 'The Hard Way', 'Northfork', 'Citizen Cohn', 'End Game', 'The Specialist', 'Straight Talk', 'Diggstown']]
Predicted Ans:    End Game
Predicted Path:   James Woods --[(INV) starred_actors]--> End Game --[starred_actors]--> Angie Harmon --[(INV) starred_actors]--> End Game
Path (Raw):       James Woods --[(INV) starred_actors]--> End Game --[starred_actors]--> Angie Harmon --[(INV) starred_actors]--> End Game
Neg LogProb(↓):   0.649139
Path Entropy(↓):  1.165392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of big night
Start Entity:     Big Night
Gold Answer:      [['Stanley Tucci']]
Predicted Ans:    Stanley Tucci
Predicted Path:   Big Night --[written_by]--> Stanley Tucci --[(INV) written_by]--> The Impostors --[directed_by]--> Stanley Tucci
Path (Raw):       Big Night --[written_by]--> Stanley Tucci --[(INV) written_by]--> The Impostors --[directed_by]--> Stanley Tucci
Neg LogProb(↓):   0.071861
Path Entropy(↓):  0.286092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the ruins starred who
Start Entity:     The Ruins
Gold Answer:      [['Cameron Monaghan', 'Morgan Saylor', 'Noah Silver']]
Predicted Ans:    Noah Silver
Predicted Path:   The Ruins --[directed_by]--> Carter Smith --[(INV) directed_by]--> Jamie Marks Is Dead --[starred_actors]--> Noah Silver
Path (Raw):       The Ruins --[directed_by]--> Carter Smith --[(INV) directed_by]--> Jamie Marks Is Dead --[starred_actors]--> Noah Silver
Neg LogProb(↓):   0.462055
Path Entropy(↓):  1.065247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by dominic zamprogna
Start Entity:     Dominic Zamprogna
Gold Answer:      [['Matthew Hastings']]
Predicted Ans:    Matthew Hastings
Predicted Path:   Dominic Zamprogna --[(INV) starred_actors]--> Bloodsuckers --[directed_by]--> Matthew Hastings
Path (Raw):       Dominic Zamprogna --[No Operation]--> Dominic Zamprogna --[(INV) starred_actors]--> Bloodsuckers --[directed_by]--> Matthew Hastings
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of tapeheads
Start Entity:     Tapeheads
Gold Answer:      [['David Johansen', 'John C. McGinley', 'Nipsey Russell']]
Predicted Ans:    John Cusack
Predicted Path:   Tapeheads --[directed_by]--> Bill Fishman --[(INV) directed_by]--> Tapeheads --[starred_actors]--> John Cusack
Path (Raw):       Tapeheads --[directed_by]--> Bill Fishman --[(INV) directed_by]--> Tapeheads --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.303459
Path Entropy(↓):  0.631720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the immaculate conception of little dizzle are written by who
Start Entity:     The Immaculate Conception of Little Dizzle
Gold Answer:      [['Steve Taylor', 'Ben Pearson', 'Donald Miller']]
Predicted Ans:    Steve Taylor
Predicted Path:   The Immaculate Conception of Little Dizzle --[starred_actors]--> Marshall Allman --[(INV) starred_actors]--> Blue Like Jazz --[written_by]--> Steve Taylor
Path (Raw):       The Immaculate Conception of Little Dizzle --[starred_actors]--> Marshall Allman --[(INV) starred_actors]--> Blue Like Jazz --[written_by]--> Steve Taylor
Neg LogProb(↓):   0.712912
Path Entropy(↓):  1.187351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of young sherlock holmes
Start Entity:     Young Sherlock Holmes
Gold Answer:      [['2008', '1992', '2006', '1984', '1998', '2009', '2010', '2004', '1982', '1994', '1995', '2001', '1990', '1996', '2012', '1988', '2000', '1997', '1991', '1999', '1987']]
Predicted Ans:    2000
Predicted Path:   Young Sherlock Holmes --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Path (Raw):       Young Sherlock Holmes --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Neg LogProb(↓):   1.210881
Path Entropy(↓):  2.182191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for bel ami
Start Entity:     Bel Ami
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bel Ami --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Bel Ami --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.435625
Path Entropy(↓):  4.524719
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by robert wagner were directed by who
Start Entity:     Robert Wagner
Gold Answer:      [['Blake Edwards', 'Edward Dmytryk', 'Dick Powell', 'Lewis Milestone', 'Kjell Sundvall', 'Michael Schroeder', 'Ken Annakin', 'Richard Fleischer', 'Nicholas Ray', 'David Greene', 'Michael Anderson', 'Gerd Oswald', 'James Dearden']]
Predicted Ans:    Blake Edwards
Predicted Path:   Robert Wagner --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       Robert Wagner --[No Operation]--> Robert Wagner --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.035143
Path Entropy(↓):  0.185743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of won't back down
Start Entity:     Won't Back Down
Gold Answer:      [['Daniel Barnz']]
Predicted Ans:    Daniel Barnz
Predicted Path:   Won't Back Down --[written_by]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down --[directed_by]--> Daniel Barnz
Path (Raw):       Won't Back Down --[written_by]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down --[directed_by]--> Daniel Barnz
Neg LogProb(↓):   0.009575
Path Entropy(↓):  0.058910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by chris sanders were in which languages
Start Entity:     Chris Sanders
Gold Answer:      [['English']]
Predicted Ans:    chris sanders
Predicted Path:   Chris Sanders --[(INV) written_by]--> How to Train Your Dragon --[has_tags]--> chris sanders
Path (Raw):       Chris Sanders --[No Operation]--> Chris Sanders --[(INV) written_by]--> How to Train Your Dragon --[has_tags]--> chris sanders
Neg LogProb(↓):   0.486668
Path Entropy(↓):  0.783908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was cutie and the boxer released
Start Entity:     Cutie and the Boxer
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Cutie and the Boxer --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Cutie and the Boxer --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.488081
Path Entropy(↓):  4.742266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Geoff moore directed which movies
Start Entity:     Geoff Moore
Gold Answer:      [['Better Living Through Chemistry']]
Predicted Ans:    Better Living Through Chemistry
Predicted Path:   Geoff Moore --[(INV) directed_by]--> Better Living Through Chemistry --[directed_by]--> David Posamentier --[(INV) directed_by]--> Better Living Through Chemistry
Path (Raw):       Geoff Moore --[(INV) directed_by]--> Better Living Through Chemistry --[directed_by]--> David Posamentier --[(INV) directed_by]--> Better Living Through Chemistry
Neg LogProb(↓):   0.000224
Path Entropy(↓):  0.002105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did bernt amadeus capra direct
Start Entity:     Bernt Amadeus Capra
Gold Answer:      [['Mindwalk']]
Predicted Ans:    Mindwalk
Predicted Path:   Bernt Amadeus Capra --[(INV) directed_by]--> Mindwalk --[directed_by]--> Bernt Amadeus Capra --[(INV) directed_by]--> Mindwalk
Path (Raw):       Bernt Amadeus Capra --[(INV) directed_by]--> Mindwalk --[directed_by]--> Bernt Amadeus Capra --[(INV) directed_by]--> Mindwalk
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was georgy girl released
Start Entity:     Georgy Girl
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Georgy Girl --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       Georgy Girl --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.199677
Path Entropy(↓):  3.334060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in breathing fire
Start Entity:     Breathing Fire
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Breathing Fire --[starred_actors]--> Jerry Trimble --[(INV) starred_actors]--> The Master --[has_genre]--> Drama
Path (Raw):       Breathing Fire --[starred_actors]--> Jerry Trimble --[(INV) starred_actors]--> The Master --[has_genre]--> Drama
Neg LogProb(↓):   0.052131
Path Entropy(↓):  0.219104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the kentucky fried movie were in which languages
Start Entity:     The Kentucky Fried Movie
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Kentucky Fried Movie --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[in_language]--> English
Path (Raw):       The Kentucky Fried Movie --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[in_language]--> English
Neg LogProb(↓):   0.000083
Path Entropy(↓):  0.000952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of terms of endearment
Start Entity:     Terms of Endearment
Gold Answer:      [['Ang Lee', 'Peter Bogdanovich', 'Robert Harling', 'James L. Brooks', 'David Silverman', 'Martin Ritt', 'Alan J. Pakula']]
Predicted Ans:    James L. Brooks
Predicted Path:   Terms of Endearment --[written_by]--> James L. Brooks --[(INV) written_by]--> How Do You Know --[directed_by]--> James L. Brooks
Path (Raw):       Terms of Endearment --[written_by]--> James L. Brooks --[(INV) written_by]--> How Do You Know --[directed_by]--> James L. Brooks
Neg LogProb(↓):   0.095529
Path Entropy(↓):  0.338420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by tetsuo hara in
Start Entity:     Tetsuo Hara
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Tetsuo Hara --[(INV) written_by]--> Fist of the North Star --[in_language]--> English
Path (Raw):       Tetsuo Hara --[No Operation]--> Tetsuo Hara --[(INV) written_by]--> Fist of the North Star --[in_language]--> English
Neg LogProb(↓):   1.476912
Path Entropy(↓):  1.620929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about body horror
Start Entity:     body horror
Gold Answer:      [['Videodrome', 'Society', 'From Beyond']]
Predicted Ans:    Society
Predicted Path:   body horror --[(INV) has_tags]--> Society --[has_tags]--> body horror --[(INV) has_tags]--> Society
Path (Raw):       body horror --[(INV) has_tags]--> Society --[has_tags]--> body horror --[(INV) has_tags]--> Society
Neg LogProb(↓):   0.329654
Path Entropy(↓):  0.869036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by t. roy barnes
Start Entity:     T. Roy Barnes
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   T. Roy Barnes --[(INV) starred_actors]--> Seven Chances --[has_genre]--> Comedy
Path (Raw):       T. Roy Barnes --[No Operation]--> T. Roy Barnes --[(INV) starred_actors]--> Seven Chances --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film go fish were in which genres
Start Entity:     Go Fish
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   Go Fish --[directed_by]--> Rose Troche --[(INV) directed_by]--> Go Fish --[has_genre]--> Drama
Path (Raw):       Go Fish --[directed_by]--> Rose Troche --[(INV) directed_by]--> Go Fish --[has_genre]--> Drama
Neg LogProb(↓):   0.027577
Path Entropy(↓):  0.125168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same actor of midnight's children
Start Entity:     Midnight's Children
Gold Answer:      [['Bend It Like Beckham']]
Predicted Ans:    Bend It Like Beckham
Predicted Path:   Midnight's Children --[starred_actors]--> Anupam Kher --[(INV) starred_actors]--> Bend It Like Beckham
Path (Raw):       Midnight's Children --[starred_actors]--> Anupam Kher --[No Operation]--> Anupam Kher --[(INV) starred_actors]--> Bend It Like Beckham
Neg LogProb(↓):   0.117173
Path Entropy(↓):  0.354890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the thing were in which genres
Start Entity:     The Thing
Gold Answer:      [['Romance', 'Family', 'Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Thing --[starred_actors]--> Ulrich Thomsen --[(INV) starred_actors]--> Adam's Apples --[has_genre]--> Comedy
Path (Raw):       The Thing --[starred_actors]--> Ulrich Thomsen --[(INV) starred_actors]--> Adam's Apples --[has_genre]--> Comedy
Neg LogProb(↓):   0.571533
Path Entropy(↓):  1.268450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter tina andrews
Start Entity:     Tina Andrews
Gold Answer:      [['Lela Rochon', 'Vivica A. Fox', 'Halle Berry', 'Larenz Tate']]
Predicted Ans:    Vivica A. Fox
Predicted Path:   Tina Andrews --[(INV) written_by]--> Why Do Fools Fall in Love --[starred_actors]--> Vivica A. Fox
Path (Raw):       Tina Andrews --[No Operation]--> Tina Andrews --[(INV) written_by]--> Why Do Fools Fall in Love --[starred_actors]--> Vivica A. Fox
Neg LogProb(↓):   0.091730
Path Entropy(↓):  0.341461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film big deal on madonna street
Start Entity:     Big Deal on Madonna Street
Gold Answer:      [['1962', '1963', '1975', '1971', '1992', '1959', '1965', '1977']]
Predicted Ans:    1962
Predicted Path:   Big Deal on Madonna Street --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Boccaccio '70 --[release_year]--> 1962
Path (Raw):       Big Deal on Madonna Street --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Boccaccio '70 --[release_year]--> 1962
Neg LogProb(↓):   1.234984
Path Entropy(↓):  1.888159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of luis ugaz written movies
Start Entity:     Luis Ugaz
Gold Answer:      [['John Kent Harrison']]
Predicted Ans:    John Kent Harrison
Predicted Path:   Luis Ugaz --[(INV) written_by]--> Christmas in Conway --[directed_by]--> John Kent Harrison
Path (Raw):       Luis Ugaz --[No Operation]--> Luis Ugaz --[(INV) written_by]--> Christmas in Conway --[directed_by]--> John Kent Harrison
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by 13 going on 30 actors
Start Entity:     13 Going on 30
Gold Answer:      [['Brian Goodman', 'Ryan Murphy', 'Miguel Arteta', 'Michael Mann', 'Bennett Miller', 'Louis Leterrier', 'Rian Johnson', 'Steve Gordon', 'Joss Whedon', 'Brett Morgen', 'Peter Berg', 'Ricky Gervais', 'Kenneth Lonergan', 'John Carney', 'Jim Field Smith', 'Mark Ruffalo', 'Austin Chick', 'Stuart Blumberg', 'Matthew Robinson', 'Jason Reitman', 'Rob Bowman', 'Mark Steven Johnson', 'Jason Winer', 'Bruno Barreto', 'Mark Waters', 'Susannah Grant', 'Rod Lurie', 'David Fincher', 'Rob Reiner']]
Predicted Ans:    Rob Reiner
Predicted Path:   13 Going on 30 --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Path (Raw):       13 Going on 30 --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Neg LogProb(↓):   0.091679
Path Entropy(↓):  0.397886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie sex tape
Start Entity:     Sex Tape
Gold Answer:      [['Steven Baigelman', 'Adam Brooks', 'Stacy Title', 'Chris Renaud', 'Pierre Coffin', 'Cal Brunker', 'Andrew Adamson', 'Kelly Asbury', 'Steve Pink', 'Conrad Vernon', 'James Mangold', 'Richard Kelly', 'Jake Kasdan', 'Lake Bell', 'Jim Wilson', 'Oliver Stone', 'Dewey Nicks', 'Don Roos', 'A.J. Kparr', 'Ridley Scott', 'Michel Gondry', 'Peter Berg', 'Lynn Shelton', 'Nancy Meyers', 'James Bobin', 'Nicholas Stoller', 'Spike Jonze', 'James Ponsoldt', 'Curtis Hanson', 'P.J. Hogan', 'Cameron Crowe', 'Gary Trousdale', 'Paul Middleditch', 'Danny Boyle', 'McG', 'Thomas Lennon', 'Robert Ben Garant', 'Mark Duplass', 'Vicky Jenson', 'Nick Cassavetes']]
Predicted Ans:    Cameron Crowe
Predicted Path:   Sex Tape --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Path (Raw):       Sex Tape --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   1.265920
Path Entropy(↓):  2.298389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by my life without me actors
Start Entity:     My Life Without Me
Gold Answer:      [['Pedro Almodóvar', 'Jaco Van Dormael', 'Bryan Bertino', 'Vincenzo Natali', 'Kathryn Bigelow', 'John Greyson', 'Roger Christian', 'Isabel Coixet', 'Terry Gilliam', 'George A. Romero', 'Álex de la Iglesia', 'Andrew Fleming', 'Audrey Wells', 'Hal Hartley', 'Len Wiseman', 'Doug Liman', 'Josef von Sternberg', 'Zack Snyder', 'Gary Burns', 'Tony Piccirillo']]
Predicted Ans:    Isabel Coixet
Predicted Path:   My Life Without Me --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> My Life Without Me --[directed_by]--> Isabel Coixet
Path (Raw):       My Life Without Me --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> My Life Without Me --[directed_by]--> Isabel Coixet
Neg LogProb(↓):   0.878749
Path Entropy(↓):  1.321042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by abhishek jain were in which languages
Start Entity:     Abhishek Jain
Gold Answer:      [['Gujarati']]
Predicted Ans:    Gujarati
Predicted Path:   Abhishek Jain --[(INV) directed_by]--> Bey Yaar --[in_language]--> Gujarati
Path (Raw):       Abhishek Jain --[No Operation]--> Abhishek Jain --[(INV) directed_by]--> Bey Yaar --[in_language]--> Gujarati
Neg LogProb(↓):   0.001744
Path Entropy(↓):  0.013119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in underworld
Start Entity:     Underworld
Gold Answer:      [['Joe Mantegna', 'Annabella Sciorra', 'Denis Leary']]
Predicted Ans:    Scott Speedman
Predicted Path:   Underworld --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> The Strangers --[starred_actors]--> Scott Speedman
Path (Raw):       Underworld --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> The Strangers --[starred_actors]--> Scott Speedman
Neg LogProb(↓):   0.011401
Path Entropy(↓):  0.063286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie cutter's way were released in which years
Start Entity:     Cutter's Way
Gold Answer:      [['1985', '1978', '1965', '1971']]
Predicted Ans:    1965
Predicted Path:   Cutter's Way --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Intimate Lighting --[release_year]--> 1965
Path (Raw):       Cutter's Way --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Intimate Lighting --[release_year]--> 1965
Neg LogProb(↓):   0.658167
Path Entropy(↓):  1.254578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the double hour starred which actors
Start Entity:     The Double Hour
Gold Answer:      [['Kseniya Rappoport', 'Filippo Timi']]
Predicted Ans:    Giovanna Mezzogiorno
Predicted Path:   The Double Hour --[starred_actors]--> Filippo Timi --[(INV) starred_actors]--> Vincere --[starred_actors]--> Giovanna Mezzogiorno
Path (Raw):       The Double Hour --[starred_actors]--> Filippo Timi --[(INV) starred_actors]--> Vincere --[starred_actors]--> Giovanna Mezzogiorno
Neg LogProb(↓):   0.596711
Path Entropy(↓):  0.864616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by claudie blakley released
Start Entity:     Claudie Blakley
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Claudie Blakley --[(INV) starred_actors]--> Dirty Filthy Love --[release_year]--> 2004
Path (Raw):       Claudie Blakley --[No Operation]--> Claudie Blakley --[(INV) starred_actors]--> Dirty Filthy Love --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by lemming writers release
Start Entity:     Lemming
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Lemming --[written_by]--> Dominik Moll --[(INV) written_by]--> The Monk --[release_year]--> 2011
Path (Raw):       Lemming --[written_by]--> Dominik Moll --[(INV) written_by]--> The Monk --[release_year]--> 2011
Neg LogProb(↓):   0.006644
Path Entropy(↓):  0.039825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in postcards from the edge
Start Entity:     Postcards from the Edge
Gold Answer:      [['1970', '2008', '2003', '1992', '1959', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '1963', '2009', '2004', '1982', '2014', '1994', '1983', '1995', '1972', '1990', '1989', '1996', '2002', '1981', '2012', '1961', '2011', '1955', '1962', '1988', '2000', '1964', '1997', '1966', '1950', '1960', '2005', '1969', '1999', '1987', '1986', '1958']]
Predicted Ans:    1990
Predicted Path:   Postcards from the Edge --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Postcards from the Edge --[release_year]--> 1990
Path (Raw):       Postcards from the Edge --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Postcards from the Edge --[release_year]--> 1990
Neg LogProb(↓):   2.362900
Path Entropy(↓):  3.574024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by swann in love writers release
Start Entity:     Swann in Love
Gold Answer:      [['1979']]
Predicted Ans:    1984
Predicted Path:   Swann in Love --[written_by]--> Volker Schlöndorff --[(INV) written_by]--> Swann in Love --[release_year]--> 1984
Path (Raw):       Swann in Love --[written_by]--> Volker Schlöndorff --[(INV) written_by]--> Swann in Love --[release_year]--> 1984
Neg LogProb(↓):   0.034576
Path Entropy(↓):  0.173350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by the iron man 3 director
Start Entity:     Iron Man 3
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Iron Man 3 --[directed_by]--> Shane Black --[(INV) directed_by]--> Kiss Kiss Bang Bang --[has_genre]--> Comedy
Path (Raw):       Iron Man 3 --[directed_by]--> Shane Black --[(INV) directed_by]--> Kiss Kiss Bang Bang --[has_genre]--> Comedy
Neg LogProb(↓):   0.012955
Path Entropy(↓):  0.068814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Lean on me is a film written by this person
Start Entity:     Lean on Me
Gold Answer:      [['Michael Schiffer']]
Predicted Ans:    Michael Schiffer
Predicted Path:   Lean on Me --[written_by]--> Michael Schiffer --[(INV) written_by]--> Lean on Me --[written_by]--> Michael Schiffer
Path (Raw):       Lean on Me --[written_by]--> Michael Schiffer --[(INV) written_by]--> Lean on Me --[written_by]--> Michael Schiffer
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the big flame
Start Entity:     The Big Flame
Gold Answer:      [['1995']]
Predicted Ans:    1969
Predicted Path:   The Big Flame --[written_by]--> Jim Allen --[(INV) written_by]--> The Big Flame --[release_year]--> 1969
Path (Raw):       The Big Flame --[written_by]--> Jim Allen --[(INV) written_by]--> The Big Flame --[release_year]--> 1969
Neg LogProb(↓):   0.451055
Path Entropy(↓):  0.655150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the language spoken in we are the night
Start Entity:     We Are the Night
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   We Are the Night --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Path (Raw):       We Are the Night --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   1.406804
Path Entropy(↓):  2.333611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by mark boal release
Start Entity:     Mark Boal
Gold Answer:      [['2008', '2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Mark Boal --[(INV) written_by]--> In the Valley of Elah --[release_year]--> 2007
Path (Raw):       Mark Boal --[No Operation]--> Mark Boal --[(INV) written_by]--> In the Valley of Elah --[release_year]--> 2007
Neg LogProb(↓):   0.194364
Path Entropy(↓):  0.502544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of her is also the director of which films
Start Entity:     Her
Gold Answer:      [['Where the Wild Things Are', "I'm Here", 'How They Get There', 'Being John Malkovich']]
Predicted Ans:    Where the Wild Things Are
Predicted Path:   Her --[directed_by]--> Spike Jonze --[(INV) directed_by]--> Where the Wild Things Are
Path (Raw):       Her --[directed_by]--> Spike Jonze --[(INV) directed_by]--> Where the Wild Things Are --[No Operation]--> Where the Wild Things Are
Neg LogProb(↓):   0.448645
Path Entropy(↓):  0.902729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of white mane
Start Entity:     White Mane
Gold Answer:      [['Pascal Lamorisse']]
Predicted Ans:    Pascal Lamorisse
Predicted Path:   White Mane --[written_by]--> Albert Lamorisse --[(INV) written_by]--> The Red Balloon --[starred_actors]--> Pascal Lamorisse
Path (Raw):       White Mane --[written_by]--> Albert Lamorisse --[(INV) written_by]--> The Red Balloon --[starred_actors]--> Pascal Lamorisse
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by ann sheridan
Start Entity:     Ann Sheridan
Gold Answer:      [['Abem Finkel', 'Robert Lord', 'Clare Boothe Luce', 'Henry Bellamann', 'Casey Robinson', 'John Wexley', 'Warren Duff', 'William Wister Haines', 'Aben Kandel', 'Robert Rossen', 'William Woods', 'Lewis E. Lawes', 'Moss Hart', 'Everett Freeman', 'Robert Buckner', 'George S. Kaufman', 'Philip G. Epstein', 'Rowland Brown', 'Henri Rochard']]
Predicted Ans:    Henri Rochard
Predicted Path:   Ann Sheridan --[(INV) starred_actors]--> I Was a Male War Bride --[written_by]--> Henri Rochard
Path (Raw):       Ann Sheridan --[No Operation]--> Ann Sheridan --[(INV) starred_actors]--> I Was a Male War Bride --[written_by]--> Henri Rochard
Neg LogProb(↓):   0.514858
Path Entropy(↓):  0.732040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter laura toscano
Start Entity:     Laura Toscano
Gold Answer:      [['Bo Svenson', 'Michael Pergolani', 'Peter Hooten', 'Fred Williamson']]
Predicted Ans:    Fred Williamson
Predicted Path:   Laura Toscano --[(INV) written_by]--> The Inglorious Bastards --[starred_actors]--> Fred Williamson
Path (Raw):       Laura Toscano --[No Operation]--> Laura Toscano --[(INV) written_by]--> The Inglorious Bastards --[starred_actors]--> Fred Williamson
Neg LogProb(↓):   0.003222
Path Entropy(↓):  0.023784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by alki david in
Start Entity:     Alki David
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Alki David --[(INV) starred_actors]--> Fishtales --[has_genre]--> Family
Path (Raw):       Alki David --[No Operation]--> Alki David --[(INV) starred_actors]--> Fishtales --[has_genre]--> Family
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the funeral fall under
Start Entity:     The Funeral
Gold Answer:      [['Family', 'Sport', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Funeral --[starred_actors]--> Annabella Sciorra --[(INV) starred_actors]--> Underworld --[has_genre]--> Comedy
Path (Raw):       The Funeral --[starred_actors]--> Annabella Sciorra --[(INV) starred_actors]--> Underworld --[has_genre]--> Comedy
Neg LogProb(↓):   1.436852
Path Entropy(↓):  2.540879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film annabelle
Start Entity:     Annabelle
Gold Answer:      [['Gary Dauberman']]
Predicted Ans:    Gary Dauberman
Predicted Path:   Annabelle --[written_by]--> Gary Dauberman --[(INV) written_by]--> Annabelle --[written_by]--> Gary Dauberman
Path (Raw):       Annabelle --[written_by]--> Gary Dauberman --[(INV) written_by]--> Annabelle --[written_by]--> Gary Dauberman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with simon moore
Start Entity:     Simon Moore
Gold Answer:      [['Stephen Hopkins']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Simon Moore --[(INV) directed_by]--> Under Suspicion --[directed_by]--> Stephen Hopkins
Path (Raw):       Simon Moore --[No Operation]--> Simon Moore --[(INV) directed_by]--> Under Suspicion --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.002903
Path Entropy(↓):  0.019843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in widows'peak
Start Entity:     Widows' Peak
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   Widows' Peak --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Path (Raw):       Widows' Peak --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Neg LogProb(↓):   0.113636
Path Entropy(↓):  0.344527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the longest week are directed by who
Start Entity:     The Longest Week
Gold Answer:      [['David Dobkin', 'Neal Israel', 'Christopher Leitch', 'Peter Berg', 'Josh Gordon', 'Will Speck', 'Mike Judge', 'Seth Gordon', 'Jason Bateman', 'Peter Billingsley', 'Jason Reitman', 'Morgan Spurlock', 'Jesse Peretz', 'Henry Alex Rubin']]
Predicted Ans:    Peter Berg
Predicted Path:   The Longest Week --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom --[directed_by]--> Peter Berg
Path (Raw):       The Longest Week --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom --[directed_by]--> Peter Berg
Neg LogProb(↓):   1.013334
Path Entropy(↓):  1.424168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film crossfire trail
Start Entity:     Crossfire Trail
Gold Answer:      [['Allan Scott', 'Jack Schaefer', 'Lee Falk', 'Walter Farley', 'Steven Farley', 'David Ambrose', 'Jeffrey Ellis', 'Don Michael Paul', 'Paul Hogan', 'Jim Kouf', 'Gene Quintano']]
Predicted Ans:    Jim Kouf
Predicted Path:   Crossfire Trail --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Operation Dumbo Drop --[written_by]--> Jim Kouf
Path (Raw):       Crossfire Trail --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Operation Dumbo Drop --[written_by]--> Jim Kouf
Neg LogProb(↓):   0.611193
Path Entropy(↓):  1.258360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film man at bath were released in which years
Start Entity:     Man at Bath
Gold Answer:      [['2011', '2005', '1997', '2007']]
Predicted Ans:    2010
Predicted Path:   Man at Bath --[starred_actors]--> Chiara Mastroianni --[(INV) starred_actors]--> Man at Bath --[release_year]--> 2010
Path (Raw):       Man at Bath --[starred_actors]--> Chiara Mastroianni --[(INV) starred_actors]--> Man at Bath --[release_year]--> 2010
Neg LogProb(↓):   0.559600
Path Entropy(↓):  0.997839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share directors with cairo station fall under
Start Entity:     Cairo Station
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cairo Station --[directed_by]--> Youssef Chahine --[(INV) directed_by]--> Destiny --[has_genre]--> Drama
Path (Raw):       Cairo Station --[directed_by]--> Youssef Chahine --[(INV) directed_by]--> Destiny --[has_genre]--> Drama
Neg LogProb(↓):   0.007080
Path Entropy(↓):  0.042285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for different for girls
Start Entity:     Different for Girls
Gold Answer:      [['Richard Spence']]
Predicted Ans:    Richard Spence
Predicted Path:   Different for Girls --[directed_by]--> Richard Spence --[(INV) directed_by]--> Different for Girls --[directed_by]--> Richard Spence
Path (Raw):       Different for Girls --[directed_by]--> Richard Spence --[(INV) directed_by]--> Different for Girls --[directed_by]--> Richard Spence
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the blue room
Start Entity:     The Blue Room
Gold Answer:      [['On Tour']]
Predicted Ans:    On Tour
Predicted Path:   The Blue Room --[directed_by]--> Mathieu Amalric --[(INV) directed_by]--> On Tour
Path (Raw):       The Blue Room --[No Operation]--> The Blue Room --[directed_by]--> Mathieu Amalric --[(INV) directed_by]--> On Tour
Neg LogProb(↓):   0.398415
Path Entropy(↓):  0.633231
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film basquiat
Start Entity:     Basquiat
Gold Answer:      [['2010', '2000', '2007']]
Predicted Ans:    2000
Predicted Path:   Basquiat --[directed_by]--> Julian Schnabel --[(INV) directed_by]--> Before Night Falls --[release_year]--> 2000
Path (Raw):       Basquiat --[directed_by]--> Julian Schnabel --[(INV) directed_by]--> Before Night Falls --[release_year]--> 2000
Neg LogProb(↓):   0.149659
Path Entropy(↓):  0.554219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of it's all about love
Start Entity:     It's All About Love
Gold Answer:      [['2012', '1998', '2010']]
Predicted Ans:    2012
Predicted Path:   It's All About Love --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> The Hunt --[release_year]--> 2012
Path (Raw):       It's All About Love --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> The Hunt --[release_year]--> 2012
Neg LogProb(↓):   0.251684
Path Entropy(↓):  0.676382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was heywood gould the director of
Start Entity:     Heywood Gould
Gold Answer:      [['One Good Cop', 'Trial by Jury']]
Predicted Ans:    One Good Cop
Predicted Path:   Heywood Gould --[(INV) directed_by]--> One Good Cop --[directed_by]--> Heywood Gould --[(INV) directed_by]--> One Good Cop
Path (Raw):       Heywood Gould --[(INV) directed_by]--> One Good Cop --[directed_by]--> Heywood Gould --[(INV) directed_by]--> One Good Cop
Neg LogProb(↓):   0.000463
Path Entropy(↓):  0.004366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film a simple plan
Start Entity:     A Simple Plan
Gold Answer:      [['Walter Hill', 'Mike Newell', 'Jan de Bont', 'Chris Nahon', 'Todd Komarnicki', 'Mike Nichols', 'Dwight Yoakam', 'Anthony Hopkins', 'Clare Peploe', 'Terry Zwigoff', 'Paul Marcus', 'Ron Underwood', 'Quentin Tarantino', 'Steven Lisberger', 'John Badham', 'Bill Paxton', 'Jonathan Mostow', 'Barry Levinson', 'Ron Howard', 'Ethan Coen', 'Billy Bob Thornton', 'Todd Phillips', 'Oliver Stone', 'Richard Linklater', 'George Hickenlooper', 'Michael Bay', 'Henry Selick', 'Stephen Berra', 'Harold Becker', 'Robert Hamer', 'Alan Parker', 'Marc Forster', 'Craig Gillespie', 'Robert Harling', 'Joel Schumacher', 'John Wayne', 'Chris Miller', 'David Wu', 'Cameron Crowe', 'Kevin Jarre', 'Harold Ramis', 'David Dobkin', 'George P. Cosmatos', 'John Lee Hancock', 'Dan Gilroy', 'Ernest B. Schoedsack', 'Steve Miner', 'Terry George', 'Barbet Schroeder', 'Carl Franklin', 'Katja von Garnier', 'Robby Henson']]
Predicted Ans:    Barry Levinson
Predicted Path:   A Simple Plan --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Path (Raw):       A Simple Plan --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.643004
Path Entropy(↓):  1.527101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did omri katz act in
Start Entity:     Omri Katz
Gold Answer:      [['Matinee', 'Hocus Pocus']]
Predicted Ans:    Matinee
Predicted Path:   Omri Katz --[(INV) starred_actors]--> Matinee --[starred_actors]--> Omri Katz --[(INV) starred_actors]--> Matinee
Path (Raw):       Omri Katz --[(INV) starred_actors]--> Matinee --[starred_actors]--> Omri Katz --[(INV) starred_actors]--> Matinee
Neg LogProb(↓):   0.006534
Path Entropy(↓):  0.043450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with mike hodges
Start Entity:     Mike Hodges
Gold Answer:      [['Michael Crichton', 'Ted Lewis']]
Predicted Ans:    Mike Hodges
Predicted Path:   Mike Hodges --[(INV) written_by]--> Get Carter --[written_by]--> Mike Hodges
Path (Raw):       Mike Hodges --[No Operation]--> Mike Hodges --[(INV) written_by]--> Get Carter --[written_by]--> Mike Hodges
Neg LogProb(↓):   0.632773
Path Entropy(↓):  1.044359
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe movie before sunset
Start Entity:     Before Sunset
Gold Answer:      [['romantic', 'real time', 'ethan hawke', 'paris', 'richard linklater', 'julie delpy', 'r', 'sequel', 'screenplay']]
Predicted Ans:    julie delpy
Predicted Path:   Before Sunset --[has_tags]--> julie delpy --[(INV) has_tags]--> Before Sunrise --[has_tags]--> julie delpy
Path (Raw):       Before Sunset --[has_tags]--> julie delpy --[(INV) has_tags]--> Before Sunrise --[has_tags]--> julie delpy
Neg LogProb(↓):   0.309938
Path Entropy(↓):  0.869804
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film digging to china
Start Entity:     Digging to China
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Digging to China --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Digging to China --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.451209
Path Entropy(↓):  4.661281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie these amazing shadows released
Start Entity:     These Amazing Shadows
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   These Amazing Shadows --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       These Amazing Shadows --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.335869
Path Entropy(↓):  4.821187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of eye of the beholder
Start Entity:     Eye of the Beholder
Gold Answer:      [['Music', 'Comedy', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Eye of the Beholder --[written_by]--> Stephan Elliott --[(INV) written_by]--> Welcome to Woop Woop --[has_genre]--> Comedy
Path (Raw):       Eye of the Beholder --[written_by]--> Stephan Elliott --[(INV) written_by]--> Welcome to Woop Woop --[has_genre]--> Comedy
Neg LogProb(↓):   0.780519
Path Entropy(↓):  1.212097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by margaret rosenthal
Start Entity:     Margaret Rosenthal
Gold Answer:      [['Catherine McCormack', 'Rufus Sewell', 'Oliver Platt']]
Predicted Ans:    Rufus Sewell
Predicted Path:   Margaret Rosenthal --[(INV) written_by]--> Dangerous Beauty --[starred_actors]--> Rufus Sewell
Path (Raw):       Margaret Rosenthal --[No Operation]--> Margaret Rosenthal --[(INV) written_by]--> Dangerous Beauty --[starred_actors]--> Rufus Sewell
Neg LogProb(↓):   0.003366
Path Entropy(↓):  0.023488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film mr. hobbs takes a vacation
Start Entity:     Mr. Hobbs Takes a Vacation
Gold Answer:      [['George Cukor', 'John Cromwell', 'William Dieterle', 'Les Mayfield', 'Vincent McEveety', 'Delmer Daves', 'John Huston', 'Lewis Allen', 'William A. Wellman', 'Mervyn LeRoy', 'Jean Delannoy', 'Leslie Fenton', 'Richard Thorpe', 'Blake Edwards', 'Carol Reed', 'Roy Del Ruth', 'Frank Borzage', 'Walter Lang', 'Billy Wilder', 'Kirk Wise', 'George Schaefer', 'Otto Preminger', 'Henry Hathaway', 'John Ford', 'Robert Aldrich', 'John Woo', 'Dorothy Arzner', 'Henry Koster', 'King Vidor', 'Nicholas Ray', 'George Marshall', 'Anthony Mann', 'Henry King', 'Frank Capra', 'Nancy Meyers', 'Ernst Lubitsch', 'Mario Bava', 'Lee Sholem', 'Andrew V. McLaglen', 'Gary Trousdale', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'George Seaton', 'Robert B. Bean', 'George Stevens', 'Sam Peckinpah', 'Chris Columbus', 'David Swift', 'H. Bruce Humberstone', 'Clarence Brown', 'Jean Renoir']]
Predicted Ans:    Anthony Mann
Predicted Path:   Mr. Hobbs Takes a Vacation --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       Mr. Hobbs Takes a Vacation --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.835026
Path Entropy(↓):  1.636208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote demetrius and the gladiators
Start Entity:     Demetrius and the Gladiators
Gold Answer:      [['Douglas Sirk', 'Edmund Goulding', 'Frank Borzage', 'Philip Dunne', 'Henry Koster', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'Henry King', 'Michael Curtiz', 'Elia Kazan']]
Predicted Ans:    John Ford
Predicted Path:   Demetrius and the Gladiators --[written_by]--> Philip Dunne --[(INV) written_by]--> How Green Was My Valley --[directed_by]--> John Ford
Path (Raw):       Demetrius and the Gladiators --[written_by]--> Philip Dunne --[(INV) written_by]--> How Green Was My Valley --[directed_by]--> John Ford
Neg LogProb(↓):   0.777981
Path Entropy(↓):  1.347744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie fanboys
Start Entity:     Fanboys
Gold Answer:      [['kristen bell', 'jay baruchel']]
Predicted Ans:    jay baruchel
Predicted Path:   Fanboys --[has_tags]--> jay baruchel --[(INV) has_tags]--> Fanboys --[has_tags]--> jay baruchel
Path (Raw):       Fanboys --[has_tags]--> jay baruchel --[(INV) has_tags]--> Fanboys --[has_tags]--> jay baruchel
Neg LogProb(↓):   0.000960
Path Entropy(↓):  0.008427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with bleeder fall under
Start Entity:     Bleeder
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Bleeder --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[has_genre]--> Crime
Path (Raw):       Bleeder --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[has_genre]--> Crime
Neg LogProb(↓):   0.000930
Path Entropy(↓):  0.007886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of dodsworth
Start Entity:     Dodsworth
Gold Answer:      [['The Devil and Daniel Webster', 'The Outlaw', 'The Great Sinner', 'The Criminal Code', 'Meet Me in St. Louis', "There's Always a Woman", 'Summer Holiday', 'The Beast of the City', 'Across the Pacific', 'The Hurricane', 'The Star Witness', 'The Palm Beach Story', 'Red Dust', 'And Then There Were None', 'The Lost Squadron', 'Gabriel Over the White House', 'Kongo', 'The Maltese Falcon', 'Swamp Water', 'Edge of Darkness', 'The Furies', 'Yankee Doodle Dandy', 'The Great Lie', 'Of Human Hearts', 'The Treasure of the Sierra Madre', 'Dragonwyck', 'Female', 'Frisco Jenny', 'The Shanghai Gesture', 'The North Star', 'Two Arabian Knights', 'American Madness']]
Predicted Ans:    The Maltese Falcon
Predicted Path:   Dodsworth --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> The Maltese Falcon
Path (Raw):       Dodsworth --[starred_actors]--> Mary Astor --[No Operation]--> Mary Astor --[(INV) starred_actors]--> The Maltese Falcon
Neg LogProb(↓):   0.519259
Path Entropy(↓):  1.025224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by becky johnston
Start Entity:     Becky Johnston
Gold Answer:      [['Arthur Newman', 'The Prince of Tides']]
Predicted Ans:    Arthur Newman
Predicted Path:   Becky Johnston --[(INV) written_by]--> Arthur Newman --[written_by]--> Becky Johnston --[(INV) written_by]--> Arthur Newman
Path (Raw):       Becky Johnston --[(INV) written_by]--> Arthur Newman --[written_by]--> Becky Johnston --[(INV) written_by]--> Arthur Newman
Neg LogProb(↓):   0.009430
Path Entropy(↓):  0.058723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film welcome to mooseport
Start Entity:     Welcome to Mooseport
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Welcome to Mooseport --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Welcome to Mooseport --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.016689
Path Entropy(↓):  4.490001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie sherman's march
Start Entity:     Sherman's March
Gold Answer:      [['Ross McElwee']]
Predicted Ans:    Ross McElwee
Predicted Path:   Sherman's March --[directed_by]--> Ross McElwee --[(INV) directed_by]--> Bright Leaves --[written_by]--> Ross McElwee
Path (Raw):       Sherman's March --[directed_by]--> Ross McElwee --[(INV) directed_by]--> Bright Leaves --[written_by]--> Ross McElwee
Neg LogProb(↓):   0.000456
Path Entropy(↓):  0.004287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed films with sam wood
Start Entity:     Sam Wood
Gold Answer:      [['George Cukor', 'Victor Fleming', 'Herbert Ross']]
Predicted Ans:    Sam Wood
Predicted Path:   Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[directed_by]--> Sam Wood
Path (Raw):       Sam Wood --[No Operation]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[directed_by]--> Sam Wood
Neg LogProb(↓):   0.033686
Path Entropy(↓):  0.204045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of assassination tango
Start Entity:     Assassination Tango
Gold Answer:      [['Robert Duvall']]
Predicted Ans:    Robert Duvall
Predicted Path:   Assassination Tango --[written_by]--> Robert Duvall --[(INV) written_by]--> Assassination Tango --[directed_by]--> Robert Duvall
Path (Raw):       Assassination Tango --[written_by]--> Robert Duvall --[(INV) written_by]--> Assassination Tango --[directed_by]--> Robert Duvall
Neg LogProb(↓):   0.002782
Path Entropy(↓):  0.019126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in manhattan melodrama
Start Entity:     Manhattan Melodrama
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Manhattan Melodrama --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[in_language]--> Italian
Path (Raw):       Manhattan Melodrama --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[in_language]--> Italian
Neg LogProb(↓):   0.438047
Path Entropy(↓):  0.669543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor garrett strommen starred together with who
Start Entity:     Garrett Strommen
Gold Answer:      [['Liam Aiken', 'Kim Basinger', 'Vincent Perez']]
Predicted Ans:    Vincent Perez
Predicted Path:   Garrett Strommen --[(INV) starred_actors]--> I Dreamed of Africa --[starred_actors]--> Vincent Perez
Path (Raw):       Garrett Strommen --[No Operation]--> Garrett Strommen --[(INV) starred_actors]--> I Dreamed of Africa --[starred_actors]--> Vincent Perez
Neg LogProb(↓):   0.818309
Path Entropy(↓):  1.020895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by helen gahagan release
Start Entity:     Helen Gahagan
Gold Answer:      [['1965', '1935']]
Predicted Ans:    1965
Predicted Path:   Helen Gahagan --[(INV) starred_actors]--> She --[release_year]--> 1965
Path (Raw):       Helen Gahagan --[No Operation]--> Helen Gahagan --[(INV) starred_actors]--> She --[release_year]--> 1965
Neg LogProb(↓):   0.509683
Path Entropy(↓):  0.672733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the last picture show
Start Entity:     The Last Picture Show
Gold Answer:      [['Dutch', 'French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   The Last Picture Show --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Path (Raw):       The Last Picture Show --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.000338
Path Entropy(↓):  0.003308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the polar express
Start Entity:     The Polar Express
Gold Answer:      [['William Sadler', 'Lea Thompson', 'Frank McRae', 'Tim Curry', 'Susan Kendall Newman', 'Kirsten Dunst', 'Bill Paxton', 'Richard E. Grant', 'Nicolas Cage', 'Kurt Russell', 'Jack Warden', 'Jim Carrey', 'Robin Williams', 'Ned Beatty', 'Ice Cube', 'Nicole Kidman', 'Christopher Lloyd', 'Thomas F. Wilson', 'Whoopi Goldberg', 'Patrick Stewart', 'Michael York', 'Dan Aykroyd', 'John Belushi', 'Mary Steenburgen', 'George C. Scott', 'Michael J. Fox', 'Crispin Glover', 'Reginald Owen', 'Gerrit Graham', 'Jonathan Hyde', 'Bradley Pierce', 'Nancy Allen']]
Predicted Ans:    Lea Thompson
Predicted Path:   The Polar Express --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future Part II --[starred_actors]--> Lea Thompson
Path (Raw):       The Polar Express --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future Part II --[starred_actors]--> Lea Thompson
Neg LogProb(↓):   0.666885
Path Entropy(↓):  1.206036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by matt greenhalgh release
Start Entity:     Matt Greenhalgh
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Matt Greenhalgh --[(INV) written_by]--> Control --[release_year]--> 2007
Path (Raw):       Matt Greenhalgh --[No Operation]--> Matt Greenhalgh --[(INV) written_by]--> Control --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film king leopold's ghost starred which actors
Start Entity:     King Leopold's Ghost
Gold Answer:      [['Don Cheadle']]
Predicted Ans:    Don Cheadle
Predicted Path:   King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[starred_actors]--> Don Cheadle
Path (Raw):       King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.001278
Path Entropy(↓):  0.010527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of enter the dragon starred who
Start Entity:     Enter the Dragon
Gold Answer:      [['Zoë Bell', 'Wesley Snipes', 'Bruce Lee']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Enter the Dragon --[directed_by]--> Robert Clouse --[(INV) directed_by]--> Game of Death --[starred_actors]--> Wesley Snipes
Path (Raw):       Enter the Dragon --[directed_by]--> Robert Clouse --[(INV) directed_by]--> Game of Death --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.116903
Path Entropy(↓):  0.414590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by tommy wirkola starred which actors
Start Entity:     Tommy Wirkola
Gold Answer:      [['Stig Frode Henriksen', 'Charlotte Frogner']]
Predicted Ans:    Stig Frode Henriksen
Predicted Path:   Tommy Wirkola --[(INV) written_by]--> Dead Snow --[starred_actors]--> Stig Frode Henriksen
Path (Raw):       Tommy Wirkola --[No Operation]--> Tommy Wirkola --[(INV) written_by]--> Dead Snow --[starred_actors]--> Stig Frode Henriksen
Neg LogProb(↓):   0.045417
Path Entropy(↓):  0.181688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was john cusack an actor in
Start Entity:     John Cusack
Gold Answer:      [['Say Anything...', 'Drive Hard', 'One Crazy Summer', 'Anastasia', 'The Paperboy', 'City Hall', 'Igor', 'High Fidelity', 'Grosse Pointe Blank', 'Floundering', 'Hot Pursuit', 'Grace Is Gone', 'True Colors', 'Hot Tub Time Machine', 'Identity', 'Pushing Tin', 'The Sure Thing', 'The Grifters', 'The Raven', 'Being John Malkovich', 'Maps to the Stars', 'Must Love Dogs', 'Shanghai', 'War, Inc.', 'Money for Nothing', 'Midnight in the Garden of Good and Evil', "America's Sweethearts", 'The Numbers Station', 'The Road to Wellville', 'Martian Child', 'Serendipity', '2012', 'Grand Piano', 'The Journey of Natty Gann', 'The Factory', 'Tapeheads', 'The Frozen Ground', 'The Contract', '1408', 'Runaway Jury', 'The Bag Man', 'The Ice Harvest']]
Predicted Ans:    The Numbers Station
Predicted Path:   John Cusack --[(INV) starred_actors]--> The Numbers Station --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Numbers Station
Path (Raw):       John Cusack --[(INV) starred_actors]--> The Numbers Station --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Numbers Station
Neg LogProb(↓):   0.682219
Path Entropy(↓):  2.225866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of a prayer for the dying
Start Entity:     A Prayer for the Dying
Gold Answer:      [['Western']]
Predicted Ans:    Jack Higgins
Predicted Path:   A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[written_by]--> Jack Higgins
Path (Raw):       A Prayer for the Dying --[written_by]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[written_by]--> Jack Higgins
Neg LogProb(↓):   0.365902
Path Entropy(↓):  0.714012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by coke sams release
Start Entity:     Coke Sams
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Coke Sams --[(INV) written_by]--> Ernest Goes to School --[release_year]--> 1994
Path (Raw):       Coke Sams --[No Operation]--> Coke Sams --[(INV) written_by]--> Ernest Goes to School --[release_year]--> 1994
Neg LogProb(↓):   0.001263
Path Entropy(↓):  0.009687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the wittgenstein director
Start Entity:     Wittgenstein
Gold Answer:      [['English', 'Latin']]
Predicted Ans:    Derek Jarman
Predicted Path:   Wittgenstein --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Blue --[written_by]--> Derek Jarman
Path (Raw):       Wittgenstein --[directed_by]--> Derek Jarman --[(INV) directed_by]--> Blue --[written_by]--> Derek Jarman
Neg LogProb(↓):   0.597693
Path Entropy(↓):  0.792502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed the blackout
Start Entity:     The Blackout
Gold Answer:      [['Chris Penn', 'Harvey Keitel', 'Victor Argo', 'Tsutomu Yamazaki', 'Terry Kinney', 'Madonna', 'Willem Dafoe', 'Forest Whitaker', 'Annabella Sciorra', 'David Caruso', 'Heather Graham', 'Tom Berenger', 'Abel Ferrara', 'Christopher Walken', 'Lili Taylor', 'Edie Falco', 'Asia Argento', 'Isabella Rossellini', 'Juliette Binoche', 'Billy Dee Williams', 'Laurence Fishburne', 'Meg Tilly', 'Matthew Modine', 'Bob Hoskins', 'Kelly McGillis', 'James Russo', 'Peter Weller', 'Gabrielle Anwar']]
Predicted Ans:    Willem Dafoe
Predicted Path:   The Blackout --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales --[starred_actors]--> Willem Dafoe
Path (Raw):       The Blackout --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   1.278932
Path Entropy(↓):  1.929126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor francesco golisano acted together with who
Start Entity:     Francesco Golisano
Gold Answer:      [['Paolo Stoppa', 'Emma Gramatica', 'Guglielmo Barnabò']]
Predicted Ans:    Guglielmo Barnabò
Predicted Path:   Francesco Golisano --[(INV) starred_actors]--> Miracle in Milan --[starred_actors]--> Guglielmo Barnabò
Path (Raw):       Francesco Golisano --[No Operation]--> Francesco Golisano --[(INV) starred_actors]--> Miracle in Milan --[starred_actors]--> Guglielmo Barnabò
Neg LogProb(↓):   0.638750
Path Entropy(↓):  1.148464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of murder at the gallop
Start Entity:     Murder at the Gallop
Gold Answer:      [['Murder Most Foul']]
Predicted Ans:    Murder at the Gallop
Predicted Path:   Murder at the Gallop --[directed_by]--> George Pollock --[(INV) directed_by]--> Murder at the Gallop
Path (Raw):       Murder at the Gallop --[No Operation]--> Murder at the Gallop --[directed_by]--> George Pollock --[(INV) directed_by]--> Murder at the Gallop
Neg LogProb(↓):   0.000101
Path Entropy(↓):  0.001035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in the polar express
Start Entity:     The Polar Express
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Polar Express --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Path (Raw):       The Polar Express --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Neg LogProb(↓):   0.332962
Path Entropy(↓):  1.305781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film lathe of heaven released
Start Entity:     Lathe of Heaven
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Lathe of Heaven --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       Lathe of Heaven --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.322512
Path Entropy(↓):  4.590326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by josh hartnett
Start Entity:     Josh Hartnett
Gold Answer:      [['Robert Souza', 'Brad Kaaya', 'Ron Shelton', 'William Shakespeare', 'Michael Bortman', 'J.R. Moehringer', 'Kevin Williamson', 'Sofia Coppola', 'Jeffrey Eugenides', 'Michael Seitzman', 'Steve Niles', 'Mark Bowden', 'James Ellroy', 'Rob Perez', 'Guy Moshe', 'Boaz Davidson', 'Jason Smilovic', 'Allison Burnett', 'Randall Wallace']]
Predicted Ans:    Randall Wallace
Predicted Path:   Josh Hartnett --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Path (Raw):       Josh Hartnett --[No Operation]--> Josh Hartnett --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.128934
Path Entropy(↓):  0.478538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of bridget jones's diary
Start Entity:     Bridget Jones's Diary
Gold Answer:      [['Matthew Macfadyen', 'Ewan McGregor', 'Michelle Williams']]
Predicted Ans:    Michelle Williams
Predicted Path:   Bridget Jones's Diary --[directed_by]--> Sharon Maguire --[(INV) directed_by]--> Incendiary --[starred_actors]--> Michelle Williams
Path (Raw):       Bridget Jones's Diary --[directed_by]--> Sharon Maguire --[(INV) directed_by]--> Incendiary --[starred_actors]--> Michelle Williams
Neg LogProb(↓):   0.969889
Path Entropy(↓):  1.314148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film cold in july released
Start Entity:     Cold in July
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Cold in July --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Cold in July --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   3.075686
Path Entropy(↓):  4.585267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter alison nisselle
Start Entity:     Alison Nisselle
Gold Answer:      [['Xavier Samuel', 'Hugo Weaving']]
Predicted Ans:    Xavier Samuel
Predicted Path:   Alison Nisselle --[(INV) written_by]--> Healing --[starred_actors]--> Xavier Samuel
Path (Raw):       Alison Nisselle --[No Operation]--> Alison Nisselle --[(INV) written_by]--> Healing --[starred_actors]--> Xavier Samuel
Neg LogProb(↓):   0.462326
Path Entropy(↓):  0.659053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of darling
Start Entity:     Darling
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Darling --[directed_by]--> Johan Kling --[(INV) directed_by]--> Darling --[has_genre]--> Drama
Path (Raw):       Darling --[directed_by]--> Johan Kling --[(INV) directed_by]--> Darling --[has_genre]--> Drama
Neg LogProb(↓):   1.139723
Path Entropy(↓):  1.424490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film honor among lovers
Start Entity:     Honor Among Lovers
Gold Answer:      [['Dorothy Arzner']]
Predicted Ans:    Dorothy Arzner
Predicted Path:   Honor Among Lovers --[directed_by]--> Dorothy Arzner --[(INV) directed_by]--> The Bride Wore Red --[directed_by]--> Dorothy Arzner
Path (Raw):       Honor Among Lovers --[directed_by]--> Dorothy Arzner --[(INV) directed_by]--> The Bride Wore Red --[directed_by]--> Dorothy Arzner
Neg LogProb(↓):   0.266478
Path Entropy(↓):  0.642655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was mutiny on the bounty directed by
Start Entity:     Mutiny on the Bounty
Gold Answer:      [['Lewis Milestone', 'Carol Reed']]
Predicted Ans:    Carol Reed
Predicted Path:   Mutiny on the Bounty --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Path (Raw):       Mutiny on the Bounty --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Neg LogProb(↓):   1.134690
Path Entropy(↓):  1.595162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of praise starred who
Start Entity:     Praise
Gold Answer:      [['Greta Garbo', 'Edward Norton', 'Herbert Marshall', 'Milla Jovovich', 'Robert De Niro', 'Mia Wasikowska']]
Predicted Ans:    Herbert Marshall
Predicted Path:   Praise --[directed_by]--> John Curran --[(INV) directed_by]--> The Painted Veil --[starred_actors]--> Herbert Marshall
Path (Raw):       Praise --[directed_by]--> John Curran --[(INV) directed_by]--> The Painted Veil --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.529942
Path Entropy(↓):  0.865908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of cliffhanger
Start Entity:     Cliffhanger
Gold Answer:      [['Renny Harlin']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Cliffhanger --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[directed_by]--> Sylvester Stallone
Path (Raw):       Cliffhanger --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[directed_by]--> Sylvester Stallone
Neg LogProb(↓):   0.533580
Path Entropy(↓):  0.878699
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of western
Start Entity:     Western
Gold Answer:      [['Manuel Poirier']]
Predicted Ans:    7th Cavalry
Predicted Path:   Western --[(INV) has_genre]--> 7th Cavalry --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry
Path (Raw):       Western --[(INV) has_genre]--> 7th Cavalry --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry
Neg LogProb(↓):   1.679786
Path Entropy(↓):  2.714722
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the film dirigible released
Start Entity:     Dirigible
Gold Answer:      [['1931']]
Predicted Ans:    1931
Predicted Path:   Dirigible --[release_year]--> 1931 --[(INV) release_year]--> Svengali --[release_year]--> 1931
Path (Raw):       Dirigible --[release_year]--> 1931 --[(INV) release_year]--> Svengali --[release_year]--> 1931
Neg LogProb(↓):   1.143407
Path Entropy(↓):  2.229657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by josh greenfeld
Start Entity:     Josh Greenfeld
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Josh Greenfeld --[(INV) written_by]--> Harry and Tonto --[release_year]--> 1974
Path (Raw):       Josh Greenfeld --[No Operation]--> Josh Greenfeld --[(INV) written_by]--> Harry and Tonto --[release_year]--> 1974
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for baadasssss!
Start Entity:     Baadasssss!
Gold Answer:      [['Mario Van Peebles']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   Baadasssss! --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[directed_by]--> Mario Van Peebles
Path (Raw):       Baadasssss! --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[directed_by]--> Mario Van Peebles
Neg LogProb(↓):   0.000074
Path Entropy(↓):  0.000828
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the legend of lylah clare
Start Entity:     The Legend of Lylah Clare
Gold Answer:      [['Ronald Neame', 'John Schlesinger', 'Desmond Davis', 'Philip Dunne', 'Delmer Daves', 'Irwin Allen', 'Richard Fleischer', 'Greg Swartz', 'Richard Quine', 'Lewis Milestone', 'Billy Wilder', 'Charles Jarrott', 'Otto Preminger', 'Robert Aldrich', 'Mark Robson', 'George Sidney', 'Frank Capra', 'Robert Fuest', 'Robert Stevens', 'Michael Gordon', 'Paul Sabella', 'Larry Leker', 'Joshua Logan', 'Mikhail Kalatozov', 'John Sturges', 'Alfred Hitchcock', 'Sidney Lumet', 'Delbert Mann', 'Fred Zinnemann', 'Craig R. Baxley', 'Jack Clayton', 'Richard Brooks', 'Sergio Corbucci', 'Sam Peckinpah', 'Phil Karlson', 'Ken Hughes', 'Mike Figgis', 'Burt Kennedy']]
Predicted Ans:    Charles Jarrott
Predicted Path:   The Legend of Lylah Clare --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[directed_by]--> Charles Jarrott
Path (Raw):       The Legend of Lylah Clare --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[directed_by]--> Charles Jarrott
Neg LogProb(↓):   0.854524
Path Entropy(↓):  1.560203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of gandahar
Start Entity:     Gandahar
Gold Answer:      [['Bicentennial Man', 'I, Robot', 'Fantastic Planet']]
Predicted Ans:    Gandahar
Predicted Path:   Gandahar --[written_by]--> Isaac Asimov --[(INV) written_by]--> Gandahar
Path (Raw):       Gandahar --[No Operation]--> Gandahar --[written_by]--> Isaac Asimov --[(INV) written_by]--> Gandahar
Neg LogProb(↓):   0.574100
Path Entropy(↓):  1.239580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of dersu uzala
Start Entity:     Dersu Uzala
Gold Answer:      [['Setsuko Hara', 'Tatsuya Nakadai', 'Takashi Shimura', 'Masayuki Mori', 'Susumu Fujita']]
Predicted Ans:    Tatsuya Nakadai
Predicted Path:   Dersu Uzala --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Path (Raw):       Dersu Uzala --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Neg LogProb(↓):   0.725628
Path Entropy(↓):  0.939267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of batman forever
Start Entity:     Batman Forever
Gold Answer:      [['Phone Booth', 'Flawless', 'Twelve', 'The Incredible Shrinking Woman', 'Bad Company', 'A Time to Kill', 'Trespass', 'The Client', 'Dying Young', 'Cousins', 'The Number 23', 'Falling Down', 'Veronica Guerin', "St. Elmo's Fire", 'Blood Creek', 'Tigerland', 'Flatliners', 'The Phantom of the Opera', 'D.C. Cab']]
Predicted Ans:    Bad Company
Predicted Path:   Batman Forever --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> Bad Company
Path (Raw):       Batman Forever --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> Bad Company --[No Operation]--> Bad Company
Neg LogProb(↓):   0.560218
Path Entropy(↓):  1.187491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in by the sword
Start Entity:     By the Sword
Gold Answer:      [['1983', '1995', '1998', '2000', '1990', '2003', '1992', '1989', '2010', '1996', '1982', '1985', '1994', '1999', '1981', '1986', '1984']]
Predicted Ans:    1995
Predicted Path:   By the Sword --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[release_year]--> 1995
Path (Raw):       By the Sword --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[release_year]--> 1995
Neg LogProb(↓):   0.592036
Path Entropy(↓):  1.123901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the good earth
Start Entity:     The Good Earth
Gold Answer:      [['Drama', 'War', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Good Earth --[written_by]--> Talbot Jennings --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       The Good Earth --[written_by]--> Talbot Jennings --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   0.808677
Path Entropy(↓):  1.195223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is fuzz
Start Entity:     Fuzz
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Fuzz --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fuzz --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.375461
Path Entropy(↓):  4.404934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did annabelle gurwitch star in
Start Entity:     Annabelle Gurwitch
Gold Answer:      [['Melvin Goes to Dinner']]
Predicted Ans:    Melvin Goes to Dinner
Predicted Path:   Annabelle Gurwitch --[(INV) starred_actors]--> Melvin Goes to Dinner --[written_by]--> Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner
Path (Raw):       Annabelle Gurwitch --[(INV) starred_actors]--> Melvin Goes to Dinner --[written_by]--> Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner
Neg LogProb(↓):   0.041637
Path Entropy(↓):  0.197871
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in of unknown origin
Start Entity:     Of Unknown Origin
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Of Unknown Origin --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[has_genre]--> Drama
Path (Raw):       Of Unknown Origin --[starred_actors]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[has_genre]--> Drama
Neg LogProb(↓):   0.041550
Path Entropy(↓):  0.199171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by robert towne release
Start Entity:     Robert Towne
Gold Answer:      [['1968', '1998', '1988', '1964', '1975', '1939', '1982', '1973', '2006', '1994', '1974']]
Predicted Ans:    1973
Predicted Path:   Robert Towne --[(INV) written_by]--> The Last Detail --[release_year]--> 1973
Path (Raw):       Robert Towne --[No Operation]--> Robert Towne --[(INV) written_by]--> The Last Detail --[release_year]--> 1973
Neg LogProb(↓):   1.128758
Path Entropy(↓):  1.847883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote fata morgana
Start Entity:     Fata Morgana
Gold Answer:      [['Sport', 'Documentary', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Documentary
Predicted Path:   Fata Morgana --[written_by]--> Werner Herzog --[(INV) written_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Path (Raw):       Fata Morgana --[written_by]--> Werner Herzog --[(INV) written_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Neg LogProb(↓):   1.460207
Path Entropy(↓):  2.026774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film billy jack
Start Entity:     Billy Jack
Gold Answer:      [['Tom Laughlin']]
Predicted Ans:    Tom Laughlin
Predicted Path:   Billy Jack --[starred_actors]--> Tom Laughlin --[(INV) starred_actors]--> The Born Losers --[directed_by]--> Tom Laughlin
Path (Raw):       Billy Jack --[starred_actors]--> Tom Laughlin --[(INV) starred_actors]--> The Born Losers --[directed_by]--> Tom Laughlin
Neg LogProb(↓):   0.002615
Path Entropy(↓):  0.019434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by gavin lambert
Start Entity:     Gavin Lambert
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gavin Lambert --[(INV) written_by]--> Inside Daisy Clover --[has_genre]--> Drama
Path (Raw):       Gavin Lambert --[No Operation]--> Gavin Lambert --[(INV) written_by]--> Inside Daisy Clover --[has_genre]--> Drama
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with kent osborne
Start Entity:     Kent Osborne
Gold Answer:      [['Stephen Hillenburg', 'Paul Tibbitt', 'Tim Hill', 'Derek Drymon', 'Aaron Springer']]
Predicted Ans:    Paul Tibbitt
Predicted Path:   Kent Osborne --[(INV) written_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Path (Raw):       Kent Osborne --[No Operation]--> Kent Osborne --[(INV) written_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Neg LogProb(↓):   0.092735
Path Entropy(↓):  0.368685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jennifer beals acted films
Start Entity:     Jennifer Beals
Gold Answer:      [['1995', '1992']]
Predicted Ans:    1995
Predicted Path:   Jennifer Beals --[(INV) starred_actors]--> Devil in a Blue Dress --[release_year]--> 1995
Path (Raw):       Jennifer Beals --[No Operation]--> Jennifer Beals --[(INV) starred_actors]--> Devil in a Blue Dress --[release_year]--> 1995
Neg LogProb(↓):   0.015238
Path Entropy(↓):  0.090129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for our blushing brides
Start Entity:     Our Blushing Brides
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Our Blushing Brides --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Our Blushing Brides --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.405015
Path Entropy(↓):  4.604300
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did steve taylor write the story for
Start Entity:     Steve Taylor
Gold Answer:      [['The Second Chance', 'Blue Like Jazz']]
Predicted Ans:    Blue Like Jazz
Predicted Path:   Steve Taylor --[(INV) written_by]--> Blue Like Jazz --[written_by]--> Steve Taylor --[(INV) written_by]--> Blue Like Jazz
Path (Raw):       Steve Taylor --[(INV) written_by]--> Blue Like Jazz --[written_by]--> Steve Taylor --[(INV) written_by]--> Blue Like Jazz
Neg LogProb(↓):   0.722242
Path Entropy(↓):  1.564327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the favor
Start Entity:     The Favor
Gold Answer:      [['Josann McGibbon', 'Sara Parriott']]
Predicted Ans:    Sara Parriott
Predicted Path:   The Favor --[written_by]--> Josann McGibbon --[(INV) written_by]--> Worth Winning --[written_by]--> Sara Parriott
Path (Raw):       The Favor --[written_by]--> Josann McGibbon --[(INV) written_by]--> Worth Winning --[written_by]--> Sara Parriott
Neg LogProb(↓):   0.714858
Path Entropy(↓):  1.261879
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by roberto orci
Start Entity:     Roberto Orci
Gold Answer:      [['Eric Bana', 'Josh Duhamel', 'Megan Fox', "Michael Hall D'Addario", 'Leonard Nimoy', 'Karl Urban', 'Chris Pine', 'Tyrese Gibson', 'Jamie Foxx', 'Michelle Pfeiffer', 'Elizabeth Banks', 'Shia LaBeouf', 'Zachary Quinto', 'Zoe Saldana', 'Emma Stone', 'Andrew Garfield', 'Dane DeHaan']]
Predicted Ans:    Chris Pine
Predicted Path:   Roberto Orci --[(INV) written_by]--> People Like Us --[starred_actors]--> Chris Pine
Path (Raw):       Roberto Orci --[No Operation]--> Roberto Orci --[(INV) written_by]--> People Like Us --[starred_actors]--> Chris Pine
Neg LogProb(↓):   0.324094
Path Entropy(↓):  0.747509
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by sunil shetty fall under
Start Entity:     Sunil Shetty
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Sunil Shetty --[(INV) starred_actors]--> De Dana Dan --[has_genre]--> Comedy
Path (Raw):       Sunil Shetty --[No Operation]--> Sunil Shetty --[(INV) starred_actors]--> De Dana Dan --[has_genre]--> Comedy
Neg LogProb(↓):   0.000075
Path Entropy(↓):  0.000783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by gina mckee
Start Entity:     Gina McKee
Gold Answer:      [['2003', '1999', '2009']]
Predicted Ans:    1999
Predicted Path:   Gina McKee --[(INV) starred_actors]--> Wonderland --[release_year]--> 1999
Path (Raw):       Gina McKee --[No Operation]--> Gina McKee --[(INV) starred_actors]--> Wonderland --[release_year]--> 1999
Neg LogProb(↓):   0.547573
Path Entropy(↓):  0.769464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by don bluth
Start Entity:     Don Bluth
Gold Answer:      [['Jonathan Pryce', 'Burt Reynolds', 'Dom DeLuise', 'Charles Nelson Reilly', 'Cloris Leachman', 'Arthur Malet', 'Elizabeth Hartman', 'Judith Barsi', 'Derek Jacobi']]
Predicted Ans:    Dom DeLuise
Predicted Path:   Don Bluth --[(INV) written_by]--> A Troll in Central Park --[starred_actors]--> Dom DeLuise
Path (Raw):       Don Bluth --[No Operation]--> Don Bluth --[(INV) written_by]--> A Troll in Central Park --[starred_actors]--> Dom DeLuise
Neg LogProb(↓):   0.012077
Path Entropy(↓):  0.079020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by joseph farnham
Start Entity:     Joseph Farnham
Gold Answer:      [['George W. Hill']]
Predicted Ans:    George W. Hill
Predicted Path:   Joseph Farnham --[(INV) written_by]--> The Big House --[directed_by]--> George W. Hill
Path (Raw):       Joseph Farnham --[No Operation]--> Joseph Farnham --[(INV) written_by]--> The Big House --[directed_by]--> George W. Hill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the man in the gray flannel suit
Start Entity:     The Man in the Gray Flannel Suit
Gold Answer:      [['A Summer Place']]
Predicted Ans:    The Sea Wolves
Predicted Path:   The Man in the Gray Flannel Suit --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves
Path (Raw):       The Man in the Gray Flannel Suit --[starred_actors]--> Gregory Peck --[No Operation]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves
Neg LogProb(↓):   0.531693
Path Entropy(↓):  1.899345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote the balloonatic
Start Entity:     The Balloonatic
Gold Answer:      [['Nicholas Stoller', 'Clyde Bruckman', 'Buster Keaton', 'Edward F. Cline', 'Edward Buzzell', 'Norman Z. McLeod', 'John Boorman', 'John G. Avildsen']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Balloonatic --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[directed_by]--> Buster Keaton
Path (Raw):       The Balloonatic --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[directed_by]--> Buster Keaton
Neg LogProb(↓):   0.652458
Path Entropy(↓):  1.304174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie a rage in harlem
Start Entity:     A Rage in Harlem
Gold Answer:      [['Craig Bolotin', 'Oliver Hirschbiegel', 'Michael Wadleigh', 'Langston Hughes', 'Whitley Strieber', 'Christopher Crowe', 'Wayne Kramer', 'Timothy Linh Bui', 'Aaron Harvey', 'Philippe Caland', 'David Sheffield', 'Eddie Murphy', 'Ron Cutler', 'Eric Garcia', 'Allan Scott', 'Giles Foden', 'Kenneth Pressman', 'Robin Hunter', 'Barry W. Blaustein', 'L. Ron Hubbard', 'Abel Ferrara', 'David Koepp', 'Gary DeVore', 'Jimmy Huston', 'Francis Ford Coppola', 'Neil Jordan', 'Aric Avelino', 'Steven Bagatourian', 'Barry L. Levy', 'Jeremy Brock', 'Tengiz Abuladze', 'James Ellroy', 'Kasi Lemmons', 'Paul Glickler', 'Alan Jacobs', 'William Kennedy', 'Gerald Di Pego', 'Nick Castle', 'Peter Morgan']]
Predicted Ans:    Oliver Hirschbiegel
Predicted Path:   A Rage in Harlem --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[written_by]--> Oliver Hirschbiegel
Path (Raw):       A Rage in Harlem --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[written_by]--> Oliver Hirschbiegel
Neg LogProb(↓):   0.140828
Path Entropy(↓):  0.601104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with angel in
Start Entity:     Angel
Gold Answer:      [['Swedish', 'French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Angel --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma --[in_language]--> German
Path (Raw):       Angel --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma --[in_language]--> German
Neg LogProb(↓):   0.111023
Path Entropy(↓):  0.430638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of wild in the streets
Start Entity:     Wild in the Streets
Gold Answer:      [['Peter Finch', 'Kim Novak', 'Ernest Borgnine']]
Predicted Ans:    Hal Holbrook
Predicted Path:   Wild in the Streets --[written_by]--> Robert Thom --[(INV) written_by]--> Wild in the Streets --[starred_actors]--> Hal Holbrook
Path (Raw):       Wild in the Streets --[written_by]--> Robert Thom --[(INV) written_by]--> Wild in the Streets --[starred_actors]--> Hal Holbrook
Neg LogProb(↓):   0.005781
Path Entropy(↓):  0.039366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the man who captured eichmann
Start Entity:     The Man Who Captured Eichmann
Gold Answer:      [['Robert Duvall', 'Arliss Howard', 'Jeffrey Tambor']]
Predicted Ans:    Robert Duvall
Predicted Path:   The Man Who Captured Eichmann --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Assassination Tango --[starred_actors]--> Robert Duvall
Path (Raw):       The Man Who Captured Eichmann --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Assassination Tango --[starred_actors]--> Robert Duvall
Neg LogProb(↓):   0.417277
Path Entropy(↓):  0.822380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with zoo in budapest fall under
Start Entity:     Zoo in Budapest
Gold Answer:      [['Drama', 'Adventure', 'Action', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Zoo in Budapest --[written_by]--> Rowland V. Lee --[(INV) written_by]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       Zoo in Budapest --[written_by]--> Rowland V. Lee --[(INV) written_by]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   0.335984
Path Entropy(↓):  0.991156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in ripe also appears in which films
Start Entity:     Ripe
Gold Answer:      [['First Daughter']]
Predicted Ans:    First Daughter
Predicted Path:   Ripe --[starred_actors]--> Monica Keena --[(INV) starred_actors]--> First Daughter
Path (Raw):       Ripe --[starred_actors]--> Monica Keena --[No Operation]--> Monica Keena --[(INV) starred_actors]--> First Daughter
Neg LogProb(↓):   0.002513
Path Entropy(↓):  0.019215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the importance of being earnest
Start Entity:     The Importance of Being Earnest
Gold Answer:      [['Ken Russell', 'Ernst Lubitsch', 'Alexander Korda', 'Albert Lewin', 'Oliver Parker', 'Orson Welles', 'Mike Barker', 'Clio Barnard', 'Massimo Dallamano', 'Jules Dassin', 'Stuart Burge']]
Predicted Ans:    Ken Russell
Predicted Path:   The Importance of Being Earnest --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Path (Raw):       The Importance of Being Earnest --[written_by]--> Oscar Wilde --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.116344
Path Entropy(↓):  0.443403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of lions for lambs
Start Entity:     Lions for Lambs
Gold Answer:      [['The Legend of Bagger Vance', 'The Conspirator', 'The Company You Keep', 'Ordinary People', 'A River Runs Through It', 'The Milagro Beanfield War', 'The Horse Whisperer', 'Quiz Show']]
Predicted Ans:    Lions for Lambs
Predicted Path:   Lions for Lambs --[directed_by]--> Robert Redford --[(INV) directed_by]--> Lions for Lambs
Path (Raw):       Lions for Lambs --[No Operation]--> Lions for Lambs --[directed_by]--> Robert Redford --[(INV) directed_by]--> Lions for Lambs
Neg LogProb(↓):   1.095009
Path Entropy(↓):  1.804401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies written by roland kibbee released
Start Entity:     Roland Kibbee
Gold Answer:      [['1953', '1946']]
Predicted Ans:    1953
Predicted Path:   Roland Kibbee --[(INV) written_by]--> Three Sailors and a Girl --[release_year]--> 1953
Path (Raw):       Roland Kibbee --[No Operation]--> Roland Kibbee --[(INV) written_by]--> Three Sailors and a Girl --[release_year]--> 1953
Neg LogProb(↓):   0.067090
Path Entropy(↓):  0.243445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with girl were released in which years
Start Entity:     Girl
Gold Answer:      [['2007']]
Predicted Ans:    1998
Predicted Path:   Girl --[written_by]--> David E. Tolchinsky --[(INV) written_by]--> Girl --[release_year]--> 1998
Path (Raw):       Girl --[written_by]--> David E. Tolchinsky --[(INV) written_by]--> Girl --[release_year]--> 1998
Neg LogProb(↓):   0.008775
Path Entropy(↓):  0.050115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with the best exotic marigold hotel fall under
Start Entity:     The Best Exotic Marigold Hotel
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Best Exotic Marigold Hotel --[written_by]--> Ol Parker --[(INV) written_by]--> Now Is Good --[has_genre]--> Drama
Path (Raw):       The Best Exotic Marigold Hotel --[written_by]--> Ol Parker --[(INV) written_by]--> Now Is Good --[has_genre]--> Drama
Neg LogProb(↓):   0.069201
Path Entropy(↓):  0.259808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of wild river
Start Entity:     Wild River
Gold Answer:      [['Ethel Barrymore', 'Richard Boone', 'Marlon Brando', 'Julie Harris', 'Jessica Lange', 'Robert De Niro', 'Katharine Hepburn', 'Gregory Peck', 'Faye Dunaway', 'Jeanne Moreau', 'Andy Griffith', 'Lee J. Cobb', 'Anthony Quinn', 'Richard Widmark', 'Celeste Holm', 'Raymond Massey', 'Alec Baldwin', 'Robert Mitchum', 'Jeanne Crain', 'Paul Douglas', 'Karl Malden', 'Dorothy McGuire', 'Vivien Leigh', 'Patricia Neal', 'Treat Williams', 'Rod Steiger', 'Jack Palance', 'Joan Blondell', 'James Dean', 'Barbara Bel Geddes', 'Diane Lane', 'Melvyn Douglas', 'Tony Curtis', 'Carroll Baker', 'Kim Hunter', 'Walter Matthau', 'Mildred Dunnock', 'Kirk Douglas', 'John Goodman', 'Eli Wallach', 'James Dunn', 'Jean Peters', 'Spencer Tracy', 'Natalie Wood', 'Deborah Kerr', 'Ethel Waters', 'Burl Ives']]
Predicted Ans:    Eli Wallach
Predicted Path:   Wild River --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Baby Doll --[starred_actors]--> Eli Wallach
Path (Raw):       Wild River --[directed_by]--> Elia Kazan --[(INV) directed_by]--> Baby Doll --[starred_actors]--> Eli Wallach
Neg LogProb(↓):   0.872253
Path Entropy(↓):  1.549471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by alejandro jodorowsky
Start Entity:     Alejandro Jodorowsky
Gold Answer:      [['Brontis Jodorowsky', 'Pamela Flores', 'Jeremias Herskovits']]
Predicted Ans:    Alejandro Jodorowsky
Predicted Path:   Alejandro Jodorowsky --[(INV) written_by]--> The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky
Path (Raw):       Alejandro Jodorowsky --[No Operation]--> Alejandro Jodorowsky --[(INV) written_by]--> The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky
Neg LogProb(↓):   0.000917
Path Entropy(↓):  0.007880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films directed by maiwenn
Start Entity:     Maïwenn
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Maïwenn --[(INV) directed_by]--> Polisse --[has_genre]--> Drama
Path (Raw):       Maïwenn --[No Operation]--> Maïwenn --[(INV) directed_by]--> Polisse --[has_genre]--> Drama
Neg LogProb(↓):   0.001061
Path Entropy(↓):  0.008342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of kim darby acted films
Start Entity:     Kim Darby
Gold Answer:      [['1969', '2010', '1987']]
Predicted Ans:    2010
Predicted Path:   Kim Darby --[(INV) starred_actors]--> True Grit --[release_year]--> 2010
Path (Raw):       Kim Darby --[No Operation]--> Kim Darby --[(INV) starred_actors]--> True Grit --[release_year]--> 2010
Neg LogProb(↓):   0.217149
Path Entropy(↓):  0.498080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie kiss and tell starred who
Start Entity:     Kiss and Tell
Gold Answer:      [['Shirley Temple']]
Predicted Ans:    Shirley Temple
Predicted Path:   Kiss and Tell --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[starred_actors]--> Shirley Temple
Path (Raw):       Kiss and Tell --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[starred_actors]--> Shirley Temple
Neg LogProb(↓):   0.214652
Path Entropy(↓):  0.566613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by sandra fierlinger were directed by who
Start Entity:     Sandra Fierlinger
Gold Answer:      [['Paul Fierlinger']]
Predicted Ans:    Sandra Fierlinger
Predicted Path:   Sandra Fierlinger --[(INV) directed_by]--> My Dog Tulip --[written_by]--> Sandra Fierlinger
Path (Raw):       Sandra Fierlinger --[No Operation]--> Sandra Fierlinger --[(INV) directed_by]--> My Dog Tulip --[written_by]--> Sandra Fierlinger
Neg LogProb(↓):   0.044197
Path Entropy(↓):  0.211651
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does lauren miller appear in
Start Entity:     Lauren Miller
Gold Answer:      [['For a Good Time, Call...']]
Predicted Ans:    For a Good Time, Call...
Predicted Path:   Lauren Miller --[(INV) starred_actors]--> For a Good Time, Call... --[written_by]--> Lauren Miller --[(INV) starred_actors]--> For a Good Time, Call...
Path (Raw):       Lauren Miller --[(INV) starred_actors]--> For a Good Time, Call... --[written_by]--> Lauren Miller --[(INV) starred_actors]--> For a Good Time, Call...
Neg LogProb(↓):   0.606088
Path Entropy(↓):  1.119742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jennifer ulrich
Start Entity:     Jennifer Ulrich
Gold Answer:      [['Dennis Gansel']]
Predicted Ans:    Dennis Gansel
Predicted Path:   Jennifer Ulrich --[(INV) starred_actors]--> The Wave --[directed_by]--> Dennis Gansel
Path (Raw):       Jennifer Ulrich --[No Operation]--> Jennifer Ulrich --[(INV) starred_actors]--> The Wave --[directed_by]--> Dennis Gansel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of who's that knocking at my door also wrote movies
Start Entity:     Who's That Knocking at My Door
Gold Answer:      [['The Age of Innocence', 'My Voyage to Italy', 'Goodfellas', 'Casino', 'Mean Streets', 'A Letter to Elia', 'A Personal Journey with Martin Scorsese Through American Movies']]
Predicted Ans:    A Personal Journey with Martin Scorsese Through American Movies
Predicted Path:   Who's That Knocking at My Door --[written_by]--> Martin Scorsese --[(INV) written_by]--> A Personal Journey with Martin Scorsese Through American Movies
Path (Raw):       Who's That Knocking at My Door --[written_by]--> Martin Scorsese --[(INV) written_by]--> A Personal Journey with Martin Scorsese Through American Movies --[No Operation]--> A Personal Journey with Martin Scorsese Through American Movies
Neg LogProb(↓):   0.276734
Path Entropy(↓):  0.868510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of the pentagon papers
Start Entity:     The Pentagon Papers
Gold Answer:      [['Captain America']]
Predicted Ans:    Captain America
Predicted Path:   The Pentagon Papers --[directed_by]--> Rod Holcomb --[(INV) directed_by]--> Captain America
Path (Raw):       The Pentagon Papers --[No Operation]--> The Pentagon Papers --[directed_by]--> Rod Holcomb --[(INV) directed_by]--> Captain America
Neg LogProb(↓):   0.013144
Path Entropy(↓):  0.073763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed reaching for the moon
Start Entity:     Reaching for the Moon
Gold Answer:      [['Thriller', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Reaching for the Moon --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Reaching for the Moon --[has_genre]--> Drama
Path (Raw):       Reaching for the Moon --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Reaching for the Moon --[has_genre]--> Drama
Neg LogProb(↓):   0.285977
Path Entropy(↓):  0.587118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the movies that share actors with the mechanic in
Start Entity:     The Mechanic
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Russian', 'German']]
Predicted Ans:    Italian
Predicted Path:   The Mechanic --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       The Mechanic --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.950990
Path Entropy(↓):  0.667667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the servant
Start Entity:     The Servant
Gold Answer:      [['Fritz Lang', 'Evan Jones', 'Tom Stoppard', 'George Tabori', 'Marco Denevi', 'Henrik Ibsen', 'Glenn Leopold', 'Neal Barbera', 'Robert Shaw', 'Tennessee Williams', 'Jim Holdaway', "Peter O'Donnell", 'Nicholas Mosley', 'Stanley Ellin', 'Thomas Wiseman', 'Joseph Losey', 'Barry England', 'Dalton Trumbo', 'Hugo Butler', 'Thea von Harbou', 'James Hadley Chase', 'Harold Pinter']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   The Servant --[directed_by]--> Joseph Losey --[(INV) directed_by]--> The Prowler --[written_by]--> Dalton Trumbo
Path (Raw):       The Servant --[directed_by]--> Joseph Losey --[(INV) directed_by]--> The Prowler --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.818516
Path Entropy(↓):  1.045840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by dom deluise
Start Entity:     Dom DeLuise
Gold Answer:      [['Norwegian', 'Russian', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Dom DeLuise --[(INV) starred_actors]--> The End --[in_language]--> Spanish
Path (Raw):       Dom DeLuise --[No Operation]--> Dom DeLuise --[(INV) starred_actors]--> The End --[in_language]--> Spanish
Neg LogProb(↓):   0.002641
Path Entropy(↓):  0.018610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by denis reichle
Start Entity:     Denis Reichle
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Denis Reichle --[(INV) written_by]--> Ballad of the Little Soldier --[starred_actors]--> Werner Herzog
Path (Raw):       Denis Reichle --[No Operation]--> Denis Reichle --[(INV) written_by]--> Ballad of the Little Soldier --[starred_actors]--> Werner Herzog
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed broadway melody of 1936
Start Entity:     Broadway Melody of 1936
Gold Answer:      [['1934', '1949', '1933', '1954', '1944', '1950', '1951', '1959', '1936', '1953', '1947', '1932', '1941', '1937', '1931']]
Predicted Ans:    1931
Predicted Path:   Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[release_year]--> 1931
Path (Raw):       Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[release_year]--> 1931
Neg LogProb(↓):   0.598794
Path Entropy(↓):  1.778459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of scott frank directed films
Start Entity:     Scott Frank
Gold Answer:      [['Lawrence Block']]
Predicted Ans:    Scott Frank
Predicted Path:   Scott Frank --[(INV) directed_by]--> A Walk Among the Tombstones --[written_by]--> Scott Frank
Path (Raw):       Scott Frank --[No Operation]--> Scott Frank --[(INV) directed_by]--> A Walk Among the Tombstones --[written_by]--> Scott Frank
Neg LogProb(↓):   0.853929
Path Entropy(↓):  1.269625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote eight days a week
Start Entity:     Eight Days a Week
Gold Answer:      [['Michael Davis']]
Predicted Ans:    Michael Davis
Predicted Path:   Eight Days a Week --[written_by]--> Michael Davis --[(INV) written_by]--> Shoot 'Em Up --[directed_by]--> Michael Davis
Path (Raw):       Eight Days a Week --[written_by]--> Michael Davis --[(INV) written_by]--> Shoot 'Em Up --[directed_by]--> Michael Davis
Neg LogProb(↓):   0.006675
Path Entropy(↓):  0.045706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film felidae are directed by who
Start Entity:     Felidae
Gold Answer:      [['Martin Provost', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    Florian Henckel von Donnersmarck
Predicted Path:   Felidae --[starred_actors]--> Ulrich Tukur --[(INV) starred_actors]--> The Lives of Others --[directed_by]--> Florian Henckel von Donnersmarck
Path (Raw):       Felidae --[starred_actors]--> Ulrich Tukur --[(INV) starred_actors]--> The Lives of Others --[directed_by]--> Florian Henckel von Donnersmarck
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of young cassidy
Start Entity:     Young Cassidy
Gold Answer:      [['1946', '1959', '1993', '1936', '1920', '1935', '1941', '1968', '1963', '1939', '1933', '1957', '1953', '1947', '1917', '1956', '1931', '1948', '1940', '1938', '1926', '1961', '1955', '1962', '1934', '1924', '1964', '1949', '1966', '1950', '1960', '1952', '1929', '1927', '1999', '1945', '1937', '1928', '1958', '1930']]
Predicted Ans:    1948
Predicted Path:   Young Cassidy --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Path (Raw):       Young Cassidy --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.999485
Path Entropy(↓):  3.144473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of sullivan's travels
Start Entity:     Sullivan's Travels
Gold Answer:      [['War', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sullivan's Travels --[directed_by]--> Preston Sturges --[(INV) directed_by]--> The Lady Eve --[has_genre]--> Comedy
Path (Raw):       Sullivan's Travels --[directed_by]--> Preston Sturges --[(INV) directed_by]--> The Lady Eve --[has_genre]--> Comedy
Neg LogProb(↓):   0.768525
Path Entropy(↓):  1.471023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed love walked in
Start Entity:     Love Walked In
Gold Answer:      [['Eduardo Blanco', 'Héctor Alterio', 'Norma Aleandro', 'Ricardo Darín', 'Soledad Villamil']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Love Walked In --[directed_by]--> Juan José Campanella --[(INV) directed_by]--> Son of the Bride --[starred_actors]--> Ricardo Darín
Path (Raw):       Love Walked In --[directed_by]--> Juan José Campanella --[(INV) directed_by]--> Son of the Bride --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.044102
Path Entropy(↓):  0.194058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor noa hegesh acted together with who
Start Entity:     Noa Hegesh
Gold Answer:      [['Scott Michael Foster']]
Predicted Ans:    Noa Hegesh
Predicted Path:   Noa Hegesh --[(INV) starred_actors]--> Teenage Dirtbag --[starred_actors]--> Noa Hegesh
Path (Raw):       Noa Hegesh --[No Operation]--> Noa Hegesh --[(INV) starred_actors]--> Teenage Dirtbag --[starred_actors]--> Noa Hegesh
Neg LogProb(↓):   0.010293
Path Entropy(↓):  0.057104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What type of film is requiem for a dream
Start Entity:     Requiem for a Dream
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Requiem for a Dream --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Requiem for a Dream --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.357725
Path Entropy(↓):  4.563729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by andrew gurland
Start Entity:     Andrew Gurland
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Andrew Gurland --[(INV) directed_by]--> The Virginity Hit --[has_genre]--> Comedy
Path (Raw):       Andrew Gurland --[No Operation]--> Andrew Gurland --[(INV) directed_by]--> The Virginity Hit --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by hume cronyn
Start Entity:     Hume Cronyn
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Hume Cronyn --[(INV) written_by]--> Rope --[directed_by]--> Alfred Hitchcock
Path (Raw):       Hume Cronyn --[No Operation]--> Hume Cronyn --[(INV) written_by]--> Rope --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.186795
Path Entropy(↓):  0.457139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in london after midnight
Start Entity:     London After Midnight
Gold Answer:      [['Mandarin', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   London After Midnight --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[in_language]--> Italian
Path (Raw):       London After Midnight --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[in_language]--> Italian
Neg LogProb(↓):   0.004350
Path Entropy(↓):  0.033692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film lion's den
Start Entity:     Lion's Den
Gold Answer:      [['2001', '1983', '2011', '1965']]
Predicted Ans:    1965
Predicted Path:   Lion's Den --[starred_actors]--> Rodrigo Santoro --[(INV) starred_actors]--> Brainstorm --[release_year]--> 1965
Path (Raw):       Lion's Den --[starred_actors]--> Rodrigo Santoro --[(INV) starred_actors]--> Brainstorm --[release_year]--> 1965
Neg LogProb(↓):   0.431825
Path Entropy(↓):  1.118624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the darkest hour also appears in which movies
Start Entity:     The Darkest Hour
Gold Answer:      [['10 Years', 'Into the Wild', 'Agora', 'The Dangerous Lives of Altar Boys', 'Lone Survivor', 'Prince Avalanche', 'Ghost Machine', 'Splinterheads', 'The Motel Life', 'What Goes Up', 'Nobody Walks', 'Art School Confidential', 'The Girl Next Door', 'The Wackness', 'Any Questions for Ben?', 'Alpha Dog', 'Man-Thing', 'Not Safe for Work', 'Speed Racer', 'Killer Joe']]
Predicted Ans:    Agora
Predicted Path:   The Darkest Hour --[starred_actors]--> Max Minghella --[(INV) starred_actors]--> Agora
Path (Raw):       The Darkest Hour --[starred_actors]--> Max Minghella --[No Operation]--> Max Minghella --[(INV) starred_actors]--> Agora
Neg LogProb(↓):   0.343521
Path Entropy(↓):  0.611648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of but forever in my mind
Start Entity:     But Forever in My Mind
Gold Answer:      [['Tony Goldwyn', 'Gabriele Muccino']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   But Forever in My Mind --[written_by]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Path (Raw):       But Forever in My Mind --[written_by]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Neg LogProb(↓):   0.696759
Path Entropy(↓):  0.716800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film phantom of the paradise was directed by who
Start Entity:     Phantom of the Paradise
Gold Answer:      [['Brian De Palma']]
Predicted Ans:    Brian De Palma
Predicted Path:   Phantom of the Paradise --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[directed_by]--> Brian De Palma
Path (Raw):       Phantom of the Paradise --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[directed_by]--> Brian De Palma
Neg LogProb(↓):   0.457308
Path Entropy(↓):  1.289597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the last frontier
Start Entity:     The Last Frontier
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Last Frontier --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_genre]--> Western
Path (Raw):       The Last Frontier --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_genre]--> Western
Neg LogProb(↓):   0.825439
Path Entropy(↓):  1.506045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the bells of st. mary's
Start Entity:     The Bells of St. Mary's
Gold Answer:      [['Ingrid Bergman', 'Bing Crosby']]
Predicted Ans:    Ingrid Bergman
Predicted Path:   The Bells of St. Mary's --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Stromboli --[starred_actors]--> Ingrid Bergman
Path (Raw):       The Bells of St. Mary's --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Stromboli --[starred_actors]--> Ingrid Bergman
Neg LogProb(↓):   0.287969
Path Entropy(↓):  0.620914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by simon maccorkindale
Start Entity:     Simon MacCorkindale
Gold Answer:      [['Erskine Childers']]
Predicted Ans:    Erskine Childers
Predicted Path:   Simon MacCorkindale --[(INV) starred_actors]--> The Riddle of the Sands --[written_by]--> Erskine Childers
Path (Raw):       Simon MacCorkindale --[No Operation]--> Simon MacCorkindale --[(INV) starred_actors]--> The Riddle of the Sands --[written_by]--> Erskine Childers
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by rowland barber
Start Entity:     Rowland Barber
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rowland Barber --[(INV) written_by]--> The Night They Raided Minsky's --[has_genre]--> Comedy
Path (Raw):       Rowland Barber --[No Operation]--> Rowland Barber --[(INV) written_by]--> The Night They Raided Minsky's --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film morvern callar
Start Entity:     Morvern Callar
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Morvern Callar --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Morvern Callar --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.450998
Path Entropy(↓):  4.714278
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by johnny hallyday release
Start Entity:     Johnny Hallyday
Gold Answer:      [['2003', '2009']]
Predicted Ans:    2003
Predicted Path:   Johnny Hallyday --[(INV) starred_actors]--> Crime Spree --[release_year]--> 2003
Path (Raw):       Johnny Hallyday --[No Operation]--> Johnny Hallyday --[(INV) starred_actors]--> Crime Spree --[release_year]--> 2003
Neg LogProb(↓):   0.046499
Path Entropy(↓):  0.184852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by william hurt in
Start Entity:     William Hurt
Gold Answer:      [['English', 'Czech', 'Portuguese']]
Predicted Ans:    English
Predicted Path:   William Hurt --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Path (Raw):       William Hurt --[No Operation]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.007279
Path Entropy(↓):  0.049897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was jade yorker an actor in
Start Entity:     Jade Yorker
Gold Answer:      [['Bomb the System']]
Predicted Ans:    Bomb the System
Predicted Path:   Jade Yorker --[(INV) starred_actors]--> Bomb the System --[starred_actors]--> Gano Grills --[(INV) starred_actors]--> Bomb the System
Path (Raw):       Jade Yorker --[(INV) starred_actors]--> Bomb the System --[starred_actors]--> Gano Grills --[(INV) starred_actors]--> Bomb the System
Neg LogProb(↓):   0.093958
Path Entropy(↓):  0.352632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by peter sellers were written by who
Start Entity:     Peter Sellers
Gold Answer:      [['Sax Rohmer']]
Predicted Ans:    Sax Rohmer
Predicted Path:   Peter Sellers --[(INV) directed_by]--> The Fiendish Plot of Dr. Fu Manchu --[written_by]--> Sax Rohmer
Path (Raw):       Peter Sellers --[No Operation]--> Peter Sellers --[(INV) directed_by]--> The Fiendish Plot of Dr. Fu Manchu --[written_by]--> Sax Rohmer
Neg LogProb(↓):   0.007673
Path Entropy(↓):  0.046062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the grifters
Start Entity:     The Grifters
Gold Answer:      [['Alfred Molina', 'Selma Blair', 'Dustin Hoffman', 'Meg Ryan', 'Judi Dench', 'Cole Hauser', 'Glenn Close', 'John Cusack', 'Robert Loggia', 'Christian Slater', 'William H. Macy', 'Michael Sheen', 'Michelle Pfeiffer', 'Jet Li', 'John Malkovich', 'David Morrissey', 'Julia Roberts', 'Terence Stamp', 'Gary Oldman', 'Iben Hjejle', 'Billy Crudup', 'Albert Finney', 'Wallace Shawn', 'Swoosie Kurtz', 'Steve Coogan', 'Rupert Friend', 'Geena Davis', 'Will Young', 'Vanessa Redgrave', 'Woody Harrelson', 'Joan Cusack', 'Bob Hoskins', 'Gemma Arterton', 'Colm Feore', 'Tina Kellegher', 'Enrique Castillo', 'Colm Meaney', 'Cecilia Cheung', 'Helen Mirren']]
Predicted Ans:    William H. Macy
Predicted Path:   The Grifters --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Deal --[starred_actors]--> William H. Macy
Path (Raw):       The Grifters --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Deal --[starred_actors]--> William H. Macy
Neg LogProb(↓):   1.084042
Path Entropy(↓):  2.353375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the abyss fall under
Start Entity:     The Abyss
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Abyss --[written_by]--> James Cameron --[(INV) written_by]--> Aliens --[has_genre]--> Action
Path (Raw):       The Abyss --[written_by]--> James Cameron --[(INV) written_by]--> Aliens --[has_genre]--> Action
Neg LogProb(↓):   0.720457
Path Entropy(↓):  1.170236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film i due carabinieri
Start Entity:     I due carabinieri
Gold Answer:      [['1983', '1988', '1980', '1992', '2004', '1981']]
Predicted Ans:    1992
Predicted Path:   I due carabinieri --[starred_actors]--> Carlo Verdone --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Path (Raw):       I due carabinieri --[starred_actors]--> Carlo Verdone --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Neg LogProb(↓):   0.013569
Path Entropy(↓):  0.091982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by seven men from now writers release
Start Entity:     Seven Men from Now
Gold Answer:      [['1964', '1971', '1957', '1990', '1959', '1973']]
Predicted Ans:    1956
Predicted Path:   Seven Men from Now --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Seven Men from Now --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   0.278690
Path Entropy(↓):  0.819801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by john waters in
Start Entity:     John Waters
Gold Answer:      [['Music', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   John Waters --[(INV) directed_by]--> A Dirty Shame --[has_genre]--> Comedy
Path (Raw):       John Waters --[No Operation]--> John Waters --[(INV) directed_by]--> A Dirty Shame --[has_genre]--> Comedy
Neg LogProb(↓):   0.926082
Path Entropy(↓):  1.600498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the battle royale director
Start Entity:     Battle Royale
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Battle Royale --[in_language]--> Japanese --[(INV) in_language]--> Come See the Paradise --[in_language]--> Japanese
Path (Raw):       Battle Royale --[in_language]--> Japanese --[(INV) in_language]--> Come See the Paradise --[in_language]--> Japanese
Neg LogProb(↓):   1.184739
Path Entropy(↓):  2.240900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did sam mintz write
Start Entity:     Sam Mintz
Gold Answer:      [['Skippy']]
Predicted Ans:    Skippy
Predicted Path:   Sam Mintz --[(INV) written_by]--> Skippy --[written_by]--> Sam Mintz --[(INV) written_by]--> Skippy
Path (Raw):       Sam Mintz --[(INV) written_by]--> Skippy --[written_by]--> Sam Mintz --[(INV) written_by]--> Skippy
Neg LogProb(↓):   0.232835
Path Entropy(↓):  0.657587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie breakfast of champions were released in which years
Start Entity:     Breakfast of Champions
Gold Answer:      [['1976', '1980', '1978', '1988', '1997', '1970', '2000', '1990', '2003', '1992', '1982', '1985', '1994', '1984']]
Predicted Ans:    1976
Predicted Path:   Breakfast of Champions --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[release_year]--> 1976
Path (Raw):       Breakfast of Champions --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[release_year]--> 1976
Neg LogProb(↓):   1.185917
Path Entropy(↓):  1.953786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in deliverance
Start Entity:     Deliverance
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Deliverance --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[has_genre]--> Comedy
Path (Raw):       Deliverance --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[has_genre]--> Comedy
Neg LogProb(↓):   1.645971
Path Entropy(↓):  2.520316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by sally hawkins
Start Entity:     sally hawkins
Gold Answer:      [['Blue Jasmine']]
Predicted Ans:    Deconstructing Harry
Predicted Path:   sally hawkins --[(INV) has_tags]--> Blue Jasmine --[has_tags]--> woody allen --[(INV) has_tags]--> Deconstructing Harry
Path (Raw):       sally hawkins --[(INV) has_tags]--> Blue Jasmine --[has_tags]--> woody allen --[(INV) has_tags]--> Deconstructing Harry
Neg LogProb(↓):   1.262736
Path Entropy(↓):  1.811502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of love in the time of cholera were directed by who
Start Entity:     Love in the Time of Cholera
Gold Answer:      [['Arturo Ripstein', 'Ruy Guerra']]
Predicted Ans:    Mike Newell
Predicted Path:   Love in the Time of Cholera --[written_by]--> Gabriel García Márquez --[(INV) written_by]--> Love in the Time of Cholera --[directed_by]--> Mike Newell
Path (Raw):       Love in the Time of Cholera --[written_by]--> Gabriel García Márquez --[(INV) written_by]--> Love in the Time of Cholera --[directed_by]--> Mike Newell
Neg LogProb(↓):   0.119526
Path Entropy(↓):  0.416367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of once upon a time in the midlands also wrote movies
Start Entity:     Once Upon a Time in the Midlands
Gold Answer:      [['A Room for Romeo Brass', 'This Is England', "Dead Man's Shoes"]]
Predicted Ans:    A Room for Romeo Brass
Predicted Path:   Once Upon a Time in the Midlands --[written_by]--> Shane Meadows --[(INV) written_by]--> A Room for Romeo Brass
Path (Raw):       Once Upon a Time in the Midlands --[written_by]--> Shane Meadows --[(INV) written_by]--> A Room for Romeo Brass --[No Operation]--> A Room for Romeo Brass
Neg LogProb(↓):   0.005844
Path Entropy(↓):  0.040452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in a private function
Start Entity:     A Private Function
Gold Answer:      [['Ronald Neame', 'Robert Young', 'Dustin Hoffman', 'Stuart Burge', 'Robert Altman', 'John Madden', 'Richard Loncraine', 'Emile Ardolino', 'John Ford', 'Tristram Powell', 'Terry Gilliam', 'Charles Crichton', 'Hugh Wilson', 'Jack Cardiff', 'Herbert Ross', 'John Cleese', 'Fred Schepisi', 'Israel Horovitz', 'Oliver Parker', 'Jack Clayton', 'Orson Welles', 'Julian Fellowes', 'Alan J. Pakula']]
Predicted Ans:    Orson Welles
Predicted Path:   A Private Function --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Path (Raw):       A Private Function --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.963425
Path Entropy(↓):  1.960607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by elisha cuthbert
Start Entity:     elisha cuthbert
Gold Answer:      [['The Quiet', 'The Girl Next Door', 'He Was a Quiet Man']]
Predicted Ans:    The Quiet
Predicted Path:   elisha cuthbert --[(INV) has_tags]--> The Quiet --[has_tags]--> elisha cuthbert --[(INV) has_tags]--> The Quiet
Path (Raw):       elisha cuthbert --[(INV) has_tags]--> The Quiet --[has_tags]--> elisha cuthbert --[(INV) has_tags]--> The Quiet
Neg LogProb(↓):   0.026972
Path Entropy(↓):  0.141639
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Frank marshall was the director on which movies
Start Entity:     Frank Marshall
Gold Answer:      [['Eight Below', 'Alive', 'Congo', 'Arachnophobia']]
Predicted Ans:    Eight Below
Predicted Path:   Frank Marshall --[(INV) directed_by]--> Eight Below --[directed_by]--> Frank Marshall --[(INV) directed_by]--> Eight Below
Path (Raw):       Frank Marshall --[(INV) directed_by]--> Eight Below --[directed_by]--> Frank Marshall --[(INV) directed_by]--> Eight Below
Neg LogProb(↓):   1.924157
Path Entropy(↓):  2.589531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by amber benson released
Start Entity:     Amber Benson
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Amber Benson --[(INV) written_by]--> Chance --[release_year]--> 2002
Path (Raw):       Amber Benson --[No Operation]--> Amber Benson --[(INV) written_by]--> Chance --[release_year]--> 2002
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by richard herley
Start Entity:     Richard Herley
Gold Answer:      [['Stuart Wilson', 'Ray Liotta', 'Kevin Dillon', 'Lance Henriksen']]
Predicted Ans:    Ray Liotta
Predicted Path:   Richard Herley --[(INV) written_by]--> No Escape --[starred_actors]--> Ray Liotta
Path (Raw):       Richard Herley --[No Operation]--> Richard Herley --[(INV) written_by]--> No Escape --[starred_actors]--> Ray Liotta
Neg LogProb(↓):   0.001105
Path Entropy(↓):  0.008857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film rawhead rex
Start Entity:     Rawhead Rex
Gold Answer:      [['clive barker']]
Predicted Ans:    clive barker
Predicted Path:   Rawhead Rex --[has_tags]--> clive barker --[(INV) has_tags]--> Nightbreed --[has_tags]--> clive barker
Path (Raw):       Rawhead Rex --[has_tags]--> clive barker --[(INV) has_tags]--> Nightbreed --[has_tags]--> clive barker
Neg LogProb(↓):   0.648973
Path Entropy(↓):  0.942850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed tokyo drifter
Start Entity:     Tokyo Drifter
Gold Answer:      [['War', 'Musical']]
Predicted Ans:    War
Predicted Path:   Tokyo Drifter --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute --[has_genre]--> War
Path (Raw):       Tokyo Drifter --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute --[has_genre]--> War
Neg LogProb(↓):   0.003578
Path Entropy(↓):  0.024652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with gila golan
Start Entity:     Gila Golan
Gold Answer:      [['James Franciscus', 'Richard Carlson']]
Predicted Ans:    Richard Carlson
Predicted Path:   Gila Golan --[(INV) starred_actors]--> The Valley of Gwangi --[starred_actors]--> Richard Carlson
Path (Raw):       Gila Golan --[No Operation]--> Gila Golan --[(INV) starred_actors]--> The Valley of Gwangi --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.000961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does kate del castillo appear in
Start Entity:     Kate del Castillo
Gold Answer:      [['No Good Deed', 'Under the Same Moon']]
Predicted Ans:    Under the Same Moon
Predicted Path:   Kate del Castillo --[(INV) starred_actors]--> Under the Same Moon --[starred_actors]--> Kate del Castillo --[(INV) starred_actors]--> Under the Same Moon
Path (Raw):       Kate del Castillo --[(INV) starred_actors]--> Under the Same Moon --[starred_actors]--> Kate del Castillo --[(INV) starred_actors]--> Under the Same Moon
Neg LogProb(↓):   0.035682
Path Entropy(↓):  0.151889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe farewell my concubine
Start Entity:     Farewell My Concubine
Gold Answer:      [['china', 'opera', 'gong li', 'leslie cheung', 'r']]
Predicted Ans:    gong li
Predicted Path:   Farewell My Concubine --[has_tags]--> gong li --[(INV) has_tags]--> Miami Vice --[has_tags]--> gong li
Path (Raw):       Farewell My Concubine --[has_tags]--> gong li --[(INV) has_tags]--> Miami Vice --[has_tags]--> gong li
Neg LogProb(↓):   0.649897
Path Entropy(↓):  0.759773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of command performance is also the director of which movies
Start Entity:     Command Performance
Gold Answer:      [['Missionary Man', 'Diamond Dogs', 'The Defender']]
Predicted Ans:    Command Performance
Predicted Path:   Command Performance --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance
Path (Raw):       Command Performance --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[No Operation]--> Command Performance
Neg LogProb(↓):   0.677179
Path Entropy(↓):  0.939886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of alan j. pakula directed films
Start Entity:     Alan J. Pakula
Gold Answer:      [['1976', '1978', '1997', '1971', '1990', '1992', '1989', '1993', '1982', '1973', '1979', '1981', '1969', '1974']]
Predicted Ans:    1982
Predicted Path:   Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[release_year]--> 1982
Path (Raw):       Alan J. Pakula --[No Operation]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[release_year]--> 1982
Neg LogProb(↓):   0.970691
Path Entropy(↓):  1.934187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote vincere
Start Entity:     Vincere
Gold Answer:      [['2006', '2003', '2002', '1965']]
Predicted Ans:    1965
Predicted Path:   Vincere --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Fists in the Pocket --[release_year]--> 1965
Path (Raw):       Vincere --[written_by]--> Marco Bellocchio --[(INV) written_by]--> Fists in the Pocket --[release_year]--> 1965
Neg LogProb(↓):   0.369903
Path Entropy(↓):  0.932868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was don marquis a writer on
Start Entity:     Don Marquis
Gold Answer:      [['Skippy']]
Predicted Ans:    Skippy
Predicted Path:   Don Marquis --[(INV) written_by]--> Skippy --[written_by]--> Sam Mintz --[(INV) written_by]--> Skippy
Path (Raw):       Don Marquis --[(INV) written_by]--> Skippy --[written_by]--> Sam Mintz --[(INV) written_by]--> Skippy
Neg LogProb(↓):   0.201672
Path Entropy(↓):  0.605564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the black dahlia
Start Entity:     The Black Dahlia
Gold Answer:      [['James Ellroy']]
Predicted Ans:    James Ellroy
Predicted Path:   The Black Dahlia --[written_by]--> James Ellroy --[(INV) written_by]--> Dark Blue --[written_by]--> James Ellroy
Path (Raw):       The Black Dahlia --[written_by]--> James Ellroy --[(INV) written_by]--> Dark Blue --[written_by]--> James Ellroy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the longshots actors
Start Entity:     The Longshots
Gold Answer:      [['David O. Russell', 'Todd Graff', 'Matt Johnson', 'William H. Macy', 'Steven Schachter', 'Jackie Gleason', 'Greg Latter', 'Darrell Roodt', 'Ice Cube', 'Phil Hay', 'Matt Manfredi', 'Greg Coolidge', 'John Carpenter', 'Jason Mantzoukas', 'Robert Zemeckis', 'Bob Gale', 'David E. Talbert', 'Hank Nelken', 'Doug Atchison', 'John Ridley']]
Predicted Ans:    Ice Cube
Predicted Path:   The Longshots --[starred_actors]--> Ice Cube --[(INV) starred_actors]--> Friday --[written_by]--> Ice Cube
Path (Raw):       The Longshots --[starred_actors]--> Ice Cube --[(INV) starred_actors]--> Friday --[written_by]--> Ice Cube
Neg LogProb(↓):   0.898606
Path Entropy(↓):  1.337044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Sarah watt was the director on which movies
Start Entity:     Sarah Watt
Gold Answer:      [['Look Both Ways']]
Predicted Ans:    Look Both Ways
Predicted Path:   Sarah Watt --[(INV) directed_by]--> Look Both Ways --[directed_by]--> Sarah Watt --[(INV) directed_by]--> Look Both Ways
Path (Raw):       Sarah Watt --[(INV) directed_by]--> Look Both Ways --[directed_by]--> Sarah Watt --[(INV) directed_by]--> Look Both Ways
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in teen witch
Start Entity:     Teen Witch
Gold Answer:      [['Robyn Lively']]
Predicted Ans:    Ralph Macchio
Predicted Path:   Teen Witch --[starred_actors]--> Robyn Lively --[(INV) starred_actors]--> The Karate Kid, Part III --[starred_actors]--> Ralph Macchio
Path (Raw):       Teen Witch --[starred_actors]--> Robyn Lively --[(INV) starred_actors]--> The Karate Kid, Part III --[starred_actors]--> Ralph Macchio
Neg LogProb(↓):   0.011405
Path Entropy(↓):  0.067161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of highway 61 also wrote which movies
Start Entity:     Highway 61
Gold Answer:      [['This Movie Is Broken', 'Roadkill', 'Dance Me Outside']]
Predicted Ans:    Dance Me Outside
Predicted Path:   Highway 61 --[written_by]--> Bruce McDonald --[(INV) written_by]--> Dance Me Outside
Path (Raw):       Highway 61 --[written_by]--> Bruce McDonald --[(INV) written_by]--> Dance Me Outside --[No Operation]--> Dance Me Outside
Neg LogProb(↓):   0.165190
Path Entropy(↓):  0.455794
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about aamir khan
Start Entity:     aamir khan
Gold Answer:      [['3 Idiots', 'PK']]
Predicted Ans:    PK
Predicted Path:   aamir khan --[(INV) has_tags]--> PK --[starred_actors]--> Boman Irani --[(INV) starred_actors]--> PK
Path (Raw):       aamir khan --[(INV) has_tags]--> PK --[starred_actors]--> Boman Irani --[(INV) starred_actors]--> PK
Neg LogProb(↓):   0.091214
Path Entropy(↓):  0.418403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with john krasinski
Start Entity:     john krasinski
Gold Answer:      [['Something Borrowed', "It's Complicated", 'License to Wed', 'Away We Go']]
Predicted Ans:    The Departed
Predicted Path:   john krasinski --[(INV) has_tags]--> It's Complicated --[has_tags]--> alec baldwin --[(INV) has_tags]--> The Departed
Path (Raw):       john krasinski --[(INV) has_tags]--> It's Complicated --[has_tags]--> alec baldwin --[(INV) has_tags]--> The Departed
Neg LogProb(↓):   1.016929
Path Entropy(↓):  1.550716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with chris stafford
Start Entity:     Chris Stafford
Gold Answer:      [['Tina Holmes', 'Andersen Gabrych']]
Predicted Ans:    Tina Holmes
Predicted Path:   Chris Stafford --[(INV) starred_actors]--> Edge of Seventeen --[starred_actors]--> Tina Holmes
Path (Raw):       Chris Stafford --[No Operation]--> Chris Stafford --[(INV) starred_actors]--> Edge of Seventeen --[starred_actors]--> Tina Holmes
Neg LogProb(↓):   0.015424
Path Entropy(↓):  0.084455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor eleanor powell starred together with who
Start Entity:     Eleanor Powell
Gold Answer:      [['Fred Astaire', 'Jack Benny', 'Robert Young', 'George Murphy', 'James Stewart', 'Robert Taylor', 'Ann Sothern', 'Binnie Barnes', 'Lionel Barrymore', 'Virginia Bruce']]
Predicted Ans:    Robert Taylor
Predicted Path:   Eleanor Powell --[(INV) starred_actors]--> Broadway Melody of 1936 --[starred_actors]--> Robert Taylor
Path (Raw):       Eleanor Powell --[No Operation]--> Eleanor Powell --[(INV) starred_actors]--> Broadway Melody of 1936 --[starred_actors]--> Robert Taylor
Neg LogProb(↓):   0.001051
Path Entropy(↓):  0.009717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in showgirls
Start Entity:     Showgirls
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    Elizabeth Berkley
Predicted Path:   Showgirls --[starred_actors]--> Elizabeth Berkley --[(INV) starred_actors]--> The Curse of the Jade Scorpion --[starred_actors]--> Elizabeth Berkley
Path (Raw):       Showgirls --[starred_actors]--> Elizabeth Berkley --[(INV) starred_actors]--> The Curse of the Jade Scorpion --[starred_actors]--> Elizabeth Berkley
Neg LogProb(↓):   0.069850
Path Entropy(↓):  0.260080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films written by mark poirier
Start Entity:     Mark Poirier
Gold Answer:      [['2008', '2012']]
Predicted Ans:    2008
Predicted Path:   Mark Poirier --[(INV) written_by]--> Smart People --[release_year]--> 2008
Path (Raw):       Mark Poirier --[No Operation]--> Mark Poirier --[(INV) written_by]--> Smart People --[release_year]--> 2008
Neg LogProb(↓):   0.115240
Path Entropy(↓):  0.344186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed inventing the abbotts
Start Entity:     Inventing the Abbotts
Gold Answer:      [['Maeve Binchy', 'Simon Gray', 'John Patrick Shanley', 'William Boyd', 'Brian Friel']]
Predicted Ans:    Brian Friel
Predicted Path:   Inventing the Abbotts --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa --[written_by]--> Brian Friel
Path (Raw):       Inventing the Abbotts --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa --[written_by]--> Brian Friel
Neg LogProb(↓):   0.184933
Path Entropy(↓):  0.467844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the day of the locust
Start Entity:     The Day of the Locust
Gold Answer:      [['Donald Sutherland', 'William Atherton', 'Karen Black']]
Predicted Ans:    Donald Sutherland
Predicted Path:   The Day of the Locust --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       The Day of the Locust --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.045209
Path Entropy(↓):  0.268978
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of battle hymn also directed which movies
Start Entity:     Battle Hymn
Gold Answer:      [['Written on the Wind', 'Sleep, My Love', 'Shockproof', 'All That Heaven Allows', 'Lured', 'Imitation of Life', 'Magnificent Obsession', 'A Time to Love and a Time to Die', 'The Tarnished Angels', 'All I Desire', "There's Always Tomorrow", 'Meet Me at the Fair']]
Predicted Ans:    All I Desire
Predicted Path:   Battle Hymn --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> All I Desire
Path (Raw):       Battle Hymn --[directed_by]--> Douglas Sirk --[(INV) directed_by]--> All I Desire --[No Operation]--> All I Desire
Neg LogProb(↓):   1.415194
Path Entropy(↓):  2.049773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film charlie wilson's war are directed by who
Start Entity:     Charlie Wilson's War
Gold Answer:      [['Mike Newell', 'Stephen Frears', 'Ryan Murphy', 'Joseph Ruben', 'Joe Roth', 'Giancarlo Tallarico', 'Brian De Palma', 'Tom Mankiewicz', 'Mike Nichols', 'Lasse Hallström', 'Anton Corbijn', 'Matthew Cole Weiss', 'David O. Russell', 'Bennett Miller', 'Alexander Mackendrick', 'Jonathan Demme', 'Tamara Jenkins', 'Donald Petrie', 'Ron Howard', 'George Clooney', 'Ethan Coen', 'Richard Donner', 'Clare Kilner', 'Richard Benjamin', 'Gore Verbinski', 'David Seltzer', 'Charles Shyer', 'Penny Marshall', 'Nicholas Meyer', 'S. Sylvan Simon', 'Charlie Kaufman', 'Christine Jeffs', 'Roger Kumble', 'Joe Dante', 'Joel Schumacher', 'James Bobin', 'Steven Soderbergh', 'Kevin Lima', 'Roger Michell', 'P.J. Hogan', 'Steven Spielberg', 'Robert Zemeckis', 'Garry Marshall', 'Tony Gilroy', 'Adrian Moat', 'Neal Israel', 'Adam Elliot', 'Walter Salles', 'Sidney Lumet', 'John Lee Hancock', 'Todd Louiso', 'Tim Burton', 'Tarsem Singh', 'John Slattery', 'Paul Greengrass', 'Philip Seymour Hoffman', 'Anand Tucker', 'Tom Hanks', 'Frank Darabont', 'Lee Unkrich', 'Nora Ephron', 'John Lasseter', 'John Patrick Shanley', 'John A. Davis', 'Michael Radford', 'Zack Snyder', 'Chris Columbus', 'Masahiro Shinoda', 'Stan Dragoti', 'Alan J. Pakula']]
Predicted Ans:    David O. Russell
Predicted Path:   Charlie Wilson's War --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Path (Raw):       Charlie Wilson's War --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Neg LogProb(↓):   0.116289
Path Entropy(↓):  0.535710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by hester street actors
Start Entity:     Hester Street
Gold Answer:      [['Cindy Sherman', 'Ken Russell', 'Daryn Tufts', 'Franco Amurri', 'Gene Wilder', 'Rudy De Luca', 'Greg Beeman', 'Fred Walton']]
Predicted Ans:    Rudy De Luca
Predicted Path:   Hester Street --[starred_actors]--> Carol Kane --[(INV) starred_actors]--> Transylvania 6-5000 --[directed_by]--> Rudy De Luca
Path (Raw):       Hester Street --[starred_actors]--> Carol Kane --[(INV) starred_actors]--> Transylvania 6-5000 --[directed_by]--> Rudy De Luca
Neg LogProb(↓):   0.240475
Path Entropy(↓):  0.708559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by 10 actors
Start Entity:     10
Gold Answer:      [['Robert Wise', 'Mark Herman', 'Andrew Adamson', 'Kelly Asbury', 'Conrad Vernon', 'Marshall Brickman', 'François Truffaut', 'Preston Sturges', 'Blake Edwards', 'Steve Gordon', 'Tony Bill', 'Masanori Hata', 'George Roy Hill', 'Walter Bernstein', 'Stanley Donen', 'Howard Zieff', 'Alexander Hall', 'Harold Ramis', 'Garry Marshall', 'Alfred Hitchcock', 'Jason Winer', 'John Derek', 'Richard Brooks', 'Robert Stevenson', 'Arthur Hiller']]
Predicted Ans:    Blake Edwards
Predicted Path:   10 --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Path (Raw):       10 --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.783388
Path Entropy(↓):  1.193633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by hans alfredson
Start Entity:     Hans Alfredson
Gold Answer:      [['1982', '1978']]
Predicted Ans:    1978
Predicted Path:   Hans Alfredson --[(INV) starred_actors]--> The Adventures of Picasso --[release_year]--> 1978
Path (Raw):       Hans Alfredson --[No Operation]--> Hans Alfredson --[(INV) starred_actors]--> The Adventures of Picasso --[release_year]--> 1978
Neg LogProb(↓):   0.005090
Path Entropy(↓):  0.031890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie assassination
Start Entity:     Assassination
Gold Answer:      [['1970', '1985', '1967', '1979', '1974', '1984', '1977', '1968', '1982', '1983', '1976', '1972', '1981', '1961', '2011', '1988', '1975', '1966', '1960', '1986', '1958']]
Predicted Ans:    1968
Predicted Path:   Assassination --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       Assassination --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.228584
Path Entropy(↓):  0.947396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie i am legend
Start Entity:     I Am Legend
Gold Answer:      [['new york city', 'virus', 'richard matheson', 'will smith', 'horror', 'last man on earth', 'matheson', 'mutants', 'francis lawrence', 'i am legend']]
Predicted Ans:    francis lawrence
Predicted Path:   I Am Legend --[has_tags]--> francis lawrence --[(INV) has_tags]--> I Am Legend --[has_tags]--> francis lawrence
Path (Raw):       I Am Legend --[has_tags]--> francis lawrence --[(INV) has_tags]--> I Am Legend --[has_tags]--> francis lawrence
Neg LogProb(↓):   0.002023
Path Entropy(↓):  0.017463
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the fighting seabees
Start Entity:     The Fighting Seabees
Gold Answer:      [['French', 'Swahili', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   The Fighting Seabees --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The Fighting Seabees --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.021824
Path Entropy(↓):  0.120321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in employee of the month also appears in which movies
Start Entity:     Employee of the Month
Gold Answer:      [["Let's Go to Prison", 'Armored', 'To Die For', 'Hall Pass', 'Simon Sez', 'Beautiful Girls', 'Takers', 'Tex', 'Factotum', 'My Bodyguard', 'Baby Mama', "My Best Friend's Girl", 'The Saint of Fort Washington', 'Kansas', 'The Rocker', 'Hit and Run', 'Girl Most Likely', 'City of Ghosts', 'Golden Gate', 'You, Me and Dupree', 'Target', "There's Something About Mary", 'Wild Things', 'Rumble Fish', 'Mr. Brooks', "One Night at McCool's", 'The Sweetest Thing', 'Idiocracy', 'Planes', 'View from the Top', 'Drugstore Cowboy', 'The Big Town', 'Dan in Real Life', 'Bad Country', 'Pawn Shop Chronicles', 'Surviving Christmas', 'Blonde Ambition', 'The Flamingo Kid', 'Sunlight Jr.', 'The Art of the Steal', 'Just Visiting', 'Little Darlings', 'Albino Alligator', 'The Outsiders', 'Guns, Girls and Gambling', 'The Big Hit', 'Over the Edge', "Don't Tell Mom the Babysitter's Dead", 'Mr. Wonderful']]
Predicted Ans:    To Die For
Predicted Path:   Employee of the Month --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> To Die For
Path (Raw):       Employee of the Month --[starred_actors]--> Matt Dillon --[No Operation]--> Matt Dillon --[(INV) starred_actors]--> To Die For
Neg LogProb(↓):   0.465128
Path Entropy(↓):  1.425375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of takeshi kaneshiro acted films
Start Entity:     Takeshi Kaneshiro
Gold Answer:      [['Takashi Yamazaki', 'John Woo']]
Predicted Ans:    Takashi Yamazaki
Predicted Path:   Takeshi Kaneshiro --[(INV) starred_actors]--> Returner --[written_by]--> Takashi Yamazaki
Path (Raw):       Takeshi Kaneshiro --[No Operation]--> Takeshi Kaneshiro --[(INV) starred_actors]--> Returner --[written_by]--> Takashi Yamazaki
Neg LogProb(↓):   0.007324
Path Entropy(↓):  0.048665
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the lover
Start Entity:     The Lover
Gold Answer:      [['Gérard Brach', 'Marguerite Duras']]
Predicted Ans:    Roman Polanski
Predicted Path:   The Lover --[written_by]--> Gérard Brach --[(INV) written_by]--> The Fearless Vampire Killers --[written_by]--> Roman Polanski
Path (Raw):       The Lover --[written_by]--> Gérard Brach --[(INV) written_by]--> The Fearless Vampire Killers --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.069739
Path Entropy(↓):  0.312084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of rick hill starred movies
Start Entity:     Rick Hill
Gold Answer:      [['James Sbardellati']]
Predicted Ans:    James Sbardellati
Predicted Path:   Rick Hill --[(INV) starred_actors]--> Deathstalker --[directed_by]--> James Sbardellati
Path (Raw):       Rick Hill --[No Operation]--> Rick Hill --[(INV) starred_actors]--> Deathstalker --[directed_by]--> James Sbardellati
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of this sporting life
Start Entity:     This Sporting Life
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   This Sporting Life --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Path (Raw):       This Sporting Life --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Neg LogProb(↓):   2.265657
Path Entropy(↓):  2.984575
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in bring me the head of alfredo garcia
Start Entity:     Bring Me the Head of Alfredo Garcia
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Bring Me the Head of Alfredo Garcia --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> China 9, Liberty 37 --[in_language]--> Italian
Path (Raw):       Bring Me the Head of Alfredo Garcia --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> China 9, Liberty 37 --[in_language]--> Italian
Neg LogProb(↓):   0.024675
Path Entropy(↓):  0.138241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote a long way down
Start Entity:     A Long Way Down
Gold Answer:      [['Nick Hornby']]
Predicted Ans:    Nick Hornby
Predicted Path:   A Long Way Down --[written_by]--> Nick Hornby --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Path (Raw):       A Long Way Down --[written_by]--> Nick Hornby --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Neg LogProb(↓):   0.014358
Path Entropy(↓):  0.078618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed ali g indahouse
Start Entity:     Ali G Indahouse
Gold Answer:      [['Mark Mylod']]
Predicted Ans:    Mark Mylod
Predicted Path:   Ali G Indahouse --[directed_by]--> Mark Mylod --[(INV) directed_by]--> Ali G Indahouse --[directed_by]--> Mark Mylod
Path (Raw):       Ali G Indahouse --[directed_by]--> Mark Mylod --[(INV) directed_by]--> Ali G Indahouse --[directed_by]--> Mark Mylod
Neg LogProb(↓):   0.013486
Path Entropy(↓):  0.071078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie uptown saturday night
Start Entity:     Uptown Saturday Night
Gold Answer:      [['Richard Wesley']]
Predicted Ans:    Richard Wesley
Predicted Path:   Uptown Saturday Night --[written_by]--> Richard Wesley --[(INV) written_by]--> Uptown Saturday Night --[written_by]--> Richard Wesley
Path (Raw):       Uptown Saturday Night --[written_by]--> Richard Wesley --[(INV) written_by]--> Uptown Saturday Night --[written_by]--> Richard Wesley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by susan burke were directed by who
Start Entity:     Susan Burke
Gold Answer:      [['James Ponsoldt']]
Predicted Ans:    James Ponsoldt
Predicted Path:   Susan Burke --[(INV) written_by]--> Smashed --[directed_by]--> James Ponsoldt
Path (Raw):       Susan Burke --[No Operation]--> Susan Burke --[(INV) written_by]--> Smashed --[directed_by]--> James Ponsoldt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed children of men
Start Entity:     Children of Men
Gold Answer:      [['Alfonso Cuarón']]
Predicted Ans:    Alfonso Cuarón
Predicted Path:   Children of Men --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Gravity --[directed_by]--> Alfonso Cuarón
Path (Raw):       Children of Men --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Gravity --[directed_by]--> Alfonso Cuarón
Neg LogProb(↓):   0.509207
Path Entropy(↓):  0.848004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the constant gardener
Start Entity:     The Constant Gardener
Gold Answer:      [['Blindness', 'City of God', '360']]
Predicted Ans:    360
Predicted Path:   The Constant Gardener --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> 360
Path (Raw):       The Constant Gardener --[No Operation]--> The Constant Gardener --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> 360
Neg LogProb(↓):   0.520786
Path Entropy(↓):  0.726896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is bedlam
Start Entity:     Bedlam
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bedlam --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Bedlam --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.083491
Path Entropy(↓):  3.674663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film as you like it
Start Entity:     As You Like It
Gold Answer:      [['1992', '1993', '2006', '2015', '2007', '2009', '1994', '1914', '1948', '1972', '1990', '1989', '1996', '2012', '2011', '2000', '1964', '1997', '1975', '1950', '1991', '1969']]
Predicted Ans:    1964
Predicted Path:   As You Like It --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Path (Raw):       As You Like It --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   1.769468
Path Entropy(↓):  2.975250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of valdez is coming
Start Entity:     Valdez Is Coming
Gold Answer:      [['Budd Boetticher', 'Abel Ferrara', 'Burt Reynolds', 'John Madden', 'George Armitage', 'Dick Lowry', 'Steven Soderbergh', 'F. Gary Gray', 'John Sturges', 'John Frankenheimer', 'Richard Fleischer', 'Paul Schrader', 'Martin Ritt', 'Barry Sonnenfeld', 'Daniel Schechter', 'Quentin Tarantino']]
Predicted Ans:    Budd Boetticher
Predicted Path:   Valdez Is Coming --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T --[directed_by]--> Budd Boetticher
Path (Raw):       Valdez Is Coming --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T --[directed_by]--> Budd Boetticher
Neg LogProb(↓):   1.077875
Path Entropy(↓):  1.901854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does magda apanowicz appear in
Start Entity:     Magda Apanowicz
Gold Answer:      [["Devil's Diary"]]
Predicted Ans:    Devil's Diary
Predicted Path:   Magda Apanowicz --[(INV) starred_actors]--> Devil's Diary --[starred_actors]--> Miriam McDonald --[(INV) starred_actors]--> Devil's Diary
Path (Raw):       Magda Apanowicz --[(INV) starred_actors]--> Devil's Diary --[starred_actors]--> Miriam McDonald --[(INV) starred_actors]--> Devil's Diary
Neg LogProb(↓):   0.098562
Path Entropy(↓):  0.367057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie golden gate were in which languages
Start Entity:     Golden Gate
Gold Answer:      [['English', 'Polish']]
Predicted Ans:    English
Predicted Path:   Golden Gate --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt --[in_language]--> English
Path (Raw):       Golden Gate --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt --[in_language]--> English
Neg LogProb(↓):   0.071027
Path Entropy(↓):  0.268513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Robert krause was the director of which films
Start Entity:     Robert Krause
Gold Answer:      [['Blood Trails']]
Predicted Ans:    Blood Trails
Predicted Path:   Robert Krause --[(INV) directed_by]--> Blood Trails --[directed_by]--> Robert Krause --[(INV) directed_by]--> Blood Trails
Path (Raw):       Robert Krause --[(INV) directed_by]--> Blood Trails --[directed_by]--> Robert Krause --[(INV) directed_by]--> Blood Trails
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in blood for dracula
Start Entity:     Blood for Dracula
Gold Answer:      [['1995', '1934', '1970', '2000', '1975', '1968', '1972', '1960', '1991', '1996', '2014']]
Predicted Ans:    2014
Predicted Path:   Blood for Dracula --[starred_actors]--> Joe Dallesandro --[(INV) starred_actors]--> Trash --[release_year]--> 2014
Path (Raw):       Blood for Dracula --[starred_actors]--> Joe Dallesandro --[(INV) starred_actors]--> Trash --[release_year]--> 2014
Neg LogProb(↓):   0.689170
Path Entropy(↓):  1.104885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by mike johnson
Start Entity:     Mike Johnson
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Mike Johnson --[(INV) directed_by]--> Corpse Bride --[has_genre]--> Fantasy
Path (Raw):       Mike Johnson --[No Operation]--> Mike Johnson --[(INV) directed_by]--> Corpse Bride --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by daniel auteuil were released in which years
Start Entity:     Daniel Auteuil
Gold Answer:      [['2011', '1940']]
Predicted Ans:    1940
Predicted Path:   Daniel Auteuil --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Path (Raw):       Daniel Auteuil --[No Operation]--> Daniel Auteuil --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Neg LogProb(↓):   0.099951
Path Entropy(↓):  0.314259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of threesome is also the director of which films
Start Entity:     Threesome
Gold Answer:      [['Dick', 'Nancy Drew', 'Hamlet 2', 'Bad Dreams', 'Barefoot', 'The Craft']]
Predicted Ans:    Bad Dreams
Predicted Path:   Threesome --[directed_by]--> Andrew Fleming --[(INV) directed_by]--> Bad Dreams
Path (Raw):       Threesome --[directed_by]--> Andrew Fleming --[(INV) directed_by]--> Bad Dreams --[No Operation]--> Bad Dreams
Neg LogProb(↓):   1.041886
Path Entropy(↓):  1.600108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was john cox the writer of
Start Entity:     John Cox
Gold Answer:      [['Boot Camp']]
Predicted Ans:    Boot Camp
Predicted Path:   John Cox --[(INV) written_by]--> Boot Camp --[written_by]--> Agatha Dominik --[(INV) written_by]--> Boot Camp
Path (Raw):       John Cox --[(INV) written_by]--> Boot Camp --[written_by]--> Agatha Dominik --[(INV) written_by]--> Boot Camp
Neg LogProb(↓):   0.260732
Path Entropy(↓):  0.538686
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor chris nash co - starred with who
Start Entity:     Chris Nash
Gold Answer:      [['Doug McKeon', 'Catherine Mary Stewart', 'Kelly Preston']]
Predicted Ans:    Catherine Mary Stewart
Predicted Path:   Chris Nash --[(INV) starred_actors]--> Mischief --[starred_actors]--> Catherine Mary Stewart
Path (Raw):       Chris Nash --[No Operation]--> Chris Nash --[(INV) starred_actors]--> Mischief --[starred_actors]--> Catherine Mary Stewart
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ronald austin starred which actors
Start Entity:     Ronald Austin
Gold Answer:      [['James Coburn', 'Walter Pidgeon', 'Trish Van Devere', 'Michael Sarrazin']]
Predicted Ans:    James Coburn
Predicted Path:   Ronald Austin --[(INV) written_by]--> Harry in Your Pocket --[starred_actors]--> James Coburn
Path (Raw):       Ronald Austin --[No Operation]--> Ronald Austin --[(INV) written_by]--> Harry in Your Pocket --[starred_actors]--> James Coburn
Neg LogProb(↓):   0.898693
Path Entropy(↓):  1.078968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of ordinary decent criminal is also the director of which movies
Start Entity:     Ordinary Decent Criminal
Gold Answer:      [['Into the Storm', 'The Heart of Me', 'Nothing Personal']]
Predicted Ans:    Nothing Personal
Predicted Path:   Ordinary Decent Criminal --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal
Path (Raw):       Ordinary Decent Criminal --[directed_by]--> Thaddeus O'Sullivan --[(INV) directed_by]--> Nothing Personal --[No Operation]--> Nothing Personal
Neg LogProb(↓):   0.291482
Path Entropy(↓):  0.758606
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the butcher boy starred who
Start Entity:     The Butcher Boy
Gold Answer:      [['Eamonn Owens']]
Predicted Ans:    Eamonn Owens
Predicted Path:   The Butcher Boy --[starred_actors]--> Eamonn Owens --[(INV) starred_actors]--> The Butcher Boy --[starred_actors]--> Eamonn Owens
Path (Raw):       The Butcher Boy --[starred_actors]--> Eamonn Owens --[(INV) starred_actors]--> The Butcher Boy --[starred_actors]--> Eamonn Owens
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie bitter feast
Start Entity:     Bitter Feast
Gold Answer:      [['2009', '2008', '1990', '2004', '1999', '1974', '2013']]
Predicted Ans:    2009
Predicted Path:   Bitter Feast --[starred_actors]--> Joshua Leonard --[(INV) starred_actors]--> Humpday --[release_year]--> 2009
Path (Raw):       Bitter Feast --[starred_actors]--> Joshua Leonard --[(INV) starred_actors]--> Humpday --[release_year]--> 2009
Neg LogProb(↓):   0.021599
Path Entropy(↓):  0.120055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie joe + belle released
Start Entity:     Joe + Belle
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Joe + Belle --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Joe + Belle --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.694687
Path Entropy(↓):  4.924795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed pretty persuasion
Start Entity:     Pretty Persuasion
Gold Answer:      [['Marcos Siega']]
Predicted Ans:    Marcos Siega
Predicted Path:   Pretty Persuasion --[directed_by]--> Marcos Siega --[(INV) directed_by]--> Underclassman --[directed_by]--> Marcos Siega
Path (Raw):       Pretty Persuasion --[directed_by]--> Marcos Siega --[(INV) directed_by]--> Underclassman --[directed_by]--> Marcos Siega
Neg LogProb(↓):   0.010459
Path Entropy(↓):  0.057852
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
E. g. marshall appears in which movies
Start Entity:     E.G. Marshall
Gold Answer:      [['The Chase']]
Predicted Ans:    The Chase
Predicted Path:   E.G. Marshall --[(INV) starred_actors]--> The Chase --[starred_actors]--> Henry Rollins --[(INV) starred_actors]--> The Chase
Path (Raw):       E.G. Marshall --[(INV) starred_actors]--> The Chase --[starred_actors]--> Henry Rollins --[(INV) starred_actors]--> The Chase
Neg LogProb(↓):   0.572699
Path Entropy(↓):  1.273280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by arild frohlich were in which genres
Start Entity:     Arild Fröhlich
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Arild Fröhlich --[(INV) written_by]--> Fatso --[has_genre]--> Comedy
Path (Raw):       Arild Fröhlich --[No Operation]--> Arild Fröhlich --[(INV) written_by]--> Fatso --[has_genre]--> Comedy
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by gordon render in
Start Entity:     Gordon Render
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Gordon Render --[(INV) written_by]--> The Bone Snatcher --[has_genre]--> Horror
Path (Raw):       Gordon Render --[No Operation]--> Gordon Render --[(INV) written_by]--> The Bone Snatcher --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by stephen sondheim release
Start Entity:     Stephen Sondheim
Gold Answer:      [['1973', '2014', '1991']]
Predicted Ans:    1973
Predicted Path:   Stephen Sondheim --[(INV) written_by]--> The Last of Sheila --[release_year]--> 1973
Path (Raw):       Stephen Sondheim --[No Operation]--> Stephen Sondheim --[(INV) written_by]--> The Last of Sheila --[release_year]--> 1973
Neg LogProb(↓):   0.001323
Path Entropy(↓):  0.010084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by ava duvernay were released in which years
Start Entity:     Ava DuVernay
Gold Answer:      [['2008', '2012', '2014']]
Predicted Ans:    2008
Predicted Path:   Ava DuVernay --[(INV) directed_by]--> Middle of Nowhere --[release_year]--> 2008
Path (Raw):       Ava DuVernay --[No Operation]--> Ava DuVernay --[(INV) directed_by]--> Middle of Nowhere --[release_year]--> 2008
Neg LogProb(↓):   0.379734
Path Entropy(↓):  0.635244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the year of living dangerously director
Start Entity:     The Year of Living Dangerously
Gold Answer:      [['French', 'English', 'Polish']]
Predicted Ans:    Polish
Predicted Path:   The Year of Living Dangerously --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[in_language]--> Polish
Path (Raw):       The Year of Living Dangerously --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[in_language]--> Polish
Neg LogProb(↓):   0.003019
Path Entropy(↓):  0.022524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with gary lundgren
Start Entity:     Gary Lundgren
Gold Answer:      [['James Twyman']]
Predicted Ans:    Gary Lundgren
Predicted Path:   Gary Lundgren --[(INV) written_by]--> Redwood Highway --[written_by]--> Gary Lundgren
Path (Raw):       Gary Lundgren --[No Operation]--> Gary Lundgren --[(INV) written_by]--> Redwood Highway --[written_by]--> Gary Lundgren
Neg LogProb(↓):   0.007399
Path Entropy(↓):  0.043542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the genre of the movie the notorious landlady
Start Entity:     The Notorious Landlady
Gold Answer:      [['Mystery', 'Comedy']]
Predicted Ans:    Mystery
Predicted Path:   The Notorious Landlady --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       The Notorious Landlady --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   1.136913
Path Entropy(↓):  1.829127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film jennifer 8
Start Entity:     Jennifer 8
Gold Answer:      [['Guy de Maupassant', 'Andrew Niccol', 'Tom Stoppard', 'Ben Younger', 'Stephen Belber', 'Max Winkler', 'Emil Stern', 'Philip K. Dick', 'Joss Whedon', 'Tom Robbins', 'Laura Kasischke', 'John Boorman', 'Gus Van Sant', 'Wesley Strick', 'Bonnie Sikowitz', 'Clare Naylor', 'Mimi Hare', 'Zak Penn', 'Katherine Dieckmann', 'Mel Brooks', 'H.E. Bates', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Stephen Belber
Predicted Path:   Jennifer 8 --[starred_actors]--> Uma Thurman --[(INV) starred_actors]--> Tape --[written_by]--> Stephen Belber
Path (Raw):       Jennifer 8 --[starred_actors]--> Uma Thurman --[(INV) starred_actors]--> Tape --[written_by]--> Stephen Belber
Neg LogProb(↓):   0.189984
Path Entropy(↓):  0.640392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie the dead girl
Start Entity:     The Dead Girl
Gold Answer:      [['Karen Moncrieff']]
Predicted Ans:    Karen Moncrieff
Predicted Path:   The Dead Girl --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Dead Girl --[written_by]--> Karen Moncrieff
Path (Raw):       The Dead Girl --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Dead Girl --[written_by]--> Karen Moncrieff
Neg LogProb(↓):   0.000123
Path Entropy(↓):  0.001273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of eight below was
Start Entity:     Eight Below
Gold Answer:      [['Frank Marshall']]
Predicted Ans:    Frank Marshall
Predicted Path:   Eight Below --[directed_by]--> Frank Marshall --[(INV) directed_by]--> Congo --[directed_by]--> Frank Marshall
Path (Raw):       Eight Below --[directed_by]--> Frank Marshall --[(INV) directed_by]--> Congo --[directed_by]--> Frank Marshall
Neg LogProb(↓):   0.318469
Path Entropy(↓):  0.719931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the plymouth adventure director
Start Entity:     Plymouth Adventure
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Plymouth Adventure --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[in_language]--> English
Path (Raw):       Plymouth Adventure --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[in_language]--> English
Neg LogProb(↓):   0.126341
Path Entropy(↓):  0.425496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of james fleet starred movies
Start Entity:     James Fleet
Gold Answer:      [['Gillian Armstrong']]
Predicted Ans:    Gillian Armstrong
Predicted Path:   James Fleet --[(INV) starred_actors]--> Charlotte Gray --[directed_by]--> Gillian Armstrong
Path (Raw):       James Fleet --[No Operation]--> James Fleet --[(INV) starred_actors]--> Charlotte Gray --[directed_by]--> Gillian Armstrong
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of calendar girl
Start Entity:     Calendar Girl
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Calendar Girl --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[has_genre]--> Comedy
Path (Raw):       Calendar Girl --[directed_by]--> John Whitesell --[(INV) directed_by]--> Deck the Halls --[has_genre]--> Comedy
Neg LogProb(↓):   0.040266
Path Entropy(↓):  0.193382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by carol amen
Start Entity:     Carol Amen
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Carol Amen --[(INV) written_by]--> Testament --[release_year]--> 1983
Path (Raw):       Carol Amen --[No Operation]--> Carol Amen --[(INV) written_by]--> Testament --[release_year]--> 1983
Neg LogProb(↓):   0.000815
Path Entropy(↓):  0.006606
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed offside
Start Entity:     Offside
Gold Answer:      [['Jafar Panahi']]
Predicted Ans:    Jafar Panahi
Predicted Path:   Offside --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[directed_by]--> Jafar Panahi
Path (Raw):       Offside --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[directed_by]--> Jafar Panahi
Neg LogProb(↓):   0.599611
Path Entropy(↓):  1.273707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the shadow riders
Start Entity:     The Shadow Riders
Gold Answer:      [['John Farrow', 'Edward Dmytryk', 'Ray Nazarro', 'Sam Raimi', 'Robert Day', 'Simon Wincer']]
Predicted Ans:    John Farrow
Predicted Path:   The Shadow Riders --[written_by]--> Louis L'Amour --[(INV) written_by]--> Hondo --[directed_by]--> John Farrow
Path (Raw):       The Shadow Riders --[written_by]--> Louis L'Amour --[(INV) written_by]--> Hondo --[directed_by]--> John Farrow
Neg LogProb(↓):   0.409526
Path Entropy(↓):  0.877492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the curse of the cat people fall under
Start Entity:     The Curse of the Cat People
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Romance']]
Predicted Ans:    Family
Predicted Path:   The Curse of the Cat People --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[has_genre]--> Family
Path (Raw):       The Curse of the Cat People --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[has_genre]--> Family
Neg LogProb(↓):   0.216663
Path Entropy(↓):  0.741053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by tatia rosenthal release
Start Entity:     Tatia Rosenthal
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Tatia Rosenthal --[(INV) written_by]--> $9.99 --[release_year]--> 2008
Path (Raw):       Tatia Rosenthal --[No Operation]--> Tatia Rosenthal --[(INV) written_by]--> $9.99 --[release_year]--> 2008
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film giliap
Start Entity:     Giliap
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Giliap --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       Giliap --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.020448
Path Entropy(↓):  1.999732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by peter chan
Start Entity:     Peter Chan
Gold Answer:      [['Jack Finney', 'Cathleen Schine']]
Predicted Ans:    Jack Finney
Predicted Path:   Peter Chan --[(INV) directed_by]--> The Love Letter --[written_by]--> Jack Finney
Path (Raw):       Peter Chan --[No Operation]--> Peter Chan --[(INV) directed_by]--> The Love Letter --[written_by]--> Jack Finney
Neg LogProb(↓):   0.066273
Path Entropy(↓):  0.274893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed kolberg
Start Entity:     Kolberg
Gold Answer:      [['Veit Harlan']]
Predicted Ans:    Veit Harlan
Predicted Path:   Kolberg --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[directed_by]--> Veit Harlan
Path (Raw):       Kolberg --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[directed_by]--> Veit Harlan
Neg LogProb(↓):   0.039256
Path Entropy(↓):  0.163134
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote echoes of the rainbow
Start Entity:     Echoes of the Rainbow
Gold Answer:      [['1992']]
Predicted Ans:    2010
Predicted Path:   Echoes of the Rainbow --[written_by]--> Alex Law --[(INV) written_by]--> Echoes of the Rainbow --[release_year]--> 2010
Path (Raw):       Echoes of the Rainbow --[written_by]--> Alex Law --[(INV) written_by]--> Echoes of the Rainbow --[release_year]--> 2010
Neg LogProb(↓):   0.039236
Path Entropy(↓):  0.163071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did freddy flores act in
Start Entity:     Freddy Flores
Gold Answer:      [['Bolivia']]
Predicted Ans:    Bolivia
Predicted Path:   Freddy Flores --[(INV) starred_actors]--> Bolivia --[starred_actors]--> Freddy Flores --[(INV) starred_actors]--> Bolivia
Path (Raw):       Freddy Flores --[(INV) starred_actors]--> Bolivia --[starred_actors]--> Freddy Flores --[(INV) starred_actors]--> Bolivia
Neg LogProb(↓):   0.413903
Path Entropy(↓):  0.640327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by dustin nguyen released
Start Entity:     Dustin Nguyen
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Dustin Nguyen --[(INV) starred_actors]--> The Rebel --[release_year]--> 2007
Path (Raw):       Dustin Nguyen --[No Operation]--> Dustin Nguyen --[(INV) starred_actors]--> The Rebel --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the jolly boys'last stand
Start Entity:     The Jolly Boys' Last Stand
Gold Answer:      [['2008', '2011', '2014', '2002']]
Predicted Ans:    2011
Predicted Path:   The Jolly Boys' Last Stand --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Adventures of Tintin --[release_year]--> 2011
Path (Raw):       The Jolly Boys' Last Stand --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Adventures of Tintin --[release_year]--> 2011
Neg LogProb(↓):   0.921298
Path Entropy(↓):  1.118799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by leofwine loraine release
Start Entity:     Leofwine Loraine
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Leofwine Loraine --[(INV) written_by]--> 31 North 62 East --[release_year]--> 2009
Path (Raw):       Leofwine Loraine --[No Operation]--> Leofwine Loraine --[(INV) written_by]--> 31 North 62 East --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie nobody knows were in which genres
Start Entity:     Nobody Knows
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nobody Knows --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Nobody Knows --[has_genre]--> Drama
Path (Raw):       Nobody Knows --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Nobody Knows --[has_genre]--> Drama
Neg LogProb(↓):   0.050072
Path Entropy(↓):  0.197783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by lara shapiro
Start Entity:     Lara Shapiro
Gold Answer:      [['Labor Pains']]
Predicted Ans:    Labor Pains
Predicted Path:   Lara Shapiro --[(INV) directed_by]--> Labor Pains --[directed_by]--> Lara Shapiro --[(INV) directed_by]--> Labor Pains
Path (Raw):       Lara Shapiro --[(INV) directed_by]--> Labor Pains --[directed_by]--> Lara Shapiro --[(INV) directed_by]--> Labor Pains
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by read my lips screenwriters
Start Entity:     Read My Lips
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Read My Lips --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet --[has_genre]--> Drama
Path (Raw):       Read My Lips --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet --[has_genre]--> Drama
Neg LogProb(↓):   0.373654
Path Entropy(↓):  0.877799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the love bug
Start Entity:     The Love Bug
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Love Bug --[release_year]--> 1968 --[(INV) release_year]--> Les Biches --[release_year]--> 1968
Path (Raw):       The Love Bug --[release_year]--> 1968 --[(INV) release_year]--> Les Biches --[release_year]--> 1968
Neg LogProb(↓):   2.360988
Path Entropy(↓):  3.946874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for darwin's nightmare
Start Entity:     Darwin's Nightmare
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Darwin's Nightmare --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Darwin's Nightmare --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.523401
Path Entropy(↓):  3.845229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with brad pitt
Start Entity:     Brad Pitt
Gold Answer:      [['Christoph Waltz', 'Gabriel Byrne', 'Harley Jane Kozak', 'Jessica Chastain', 'Harrison Ford', 'Anthony Hopkins', 'Claire Forlani', 'Tom Skerritt', 'Aidan Quinn', 'Sean Penn', 'George Clooney', 'Frances McDormand', 'Robert Redford', 'Julia Ormond', 'Will Ferrell', 'David Duchovny', 'Mélanie Laurent', 'John Malkovich', 'Kim Basinger', 'Julia Roberts', 'Bill Pullman', 'David Thewlis', 'Tina Fey', 'Cate Blanchett', 'Rubén Blades', 'Shia LaBeouf', 'Elizabeth McGovern', 'Edward Norton', 'Logan Lerman', 'Michael Peña', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Walter Abel', 'Jonah Hill', 'Brenda Blethyn', 'Helena Bonham Carter', 'Eli Roth', 'Craig Sheffer']]
Predicted Ans:    Sean Penn
Predicted Path:   Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[starred_actors]--> Sean Penn
Path (Raw):       Brad Pitt --[No Operation]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.696795
Path Entropy(↓):  1.199117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the wall was
Start Entity:     The Wall
Gold Answer:      [['Julian Pölsler']]
Predicted Ans:    Julian Pölsler
Predicted Path:   The Wall --[directed_by]--> Julian Pölsler --[(INV) directed_by]--> The Wall --[directed_by]--> Julian Pölsler
Path (Raw):       The Wall --[directed_by]--> Julian Pölsler --[(INV) directed_by]--> The Wall --[directed_by]--> Julian Pölsler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film hell is for heroes are written by who
Start Entity:     Hell Is for Heroes
Gold Answer:      [['Walter Hill', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Henrik Ibsen', 'Blake Edwards', 'Paul Brickhill', 'Arthur Miller', 'Chuck Russell', 'Terry Southern', 'Harry Kleiner', 'Robert L. Fish', 'Arnold Schulman', 'Stirling Silliphant', 'Rafi Pitts', 'Jim Thompson', 'Daniel Nettheim', 'Julia Leigh', 'Ring Lardner Jr.', 'Richard Jessup', 'Henri Charrière', 'William Goldman', 'Frank Darabont', 'William Faulkner', 'Horton Foote', 'Robert Anderson', 'Richard McKenna']]
Predicted Ans:    Jim Thompson
Predicted Path:   Hell Is for Heroes --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[written_by]--> Jim Thompson
Path (Raw):       Hell Is for Heroes --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[written_by]--> Jim Thompson
Neg LogProb(↓):   1.074000
Path Entropy(↓):  1.663225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of romeo and juliet also wrote which films
Start Entity:     Romeo and Juliet
Gold Answer:      [["Prospero's Books", 'The Tempest', 'O', 'Men of Respect', 'The Black Rose', 'Macbeth', 'As You Like It', 'The Banquet', 'Othello', 'Knights of the Round Table', 'Callas Forever', 'Otello', 'Haider', 'Much Ado About Nothing', 'Tea with Mussolini', 'The Good Earth', 'Hamlet', 'Tempest', 'Julius Caesar', "A Midsummer Night's Dream", 'Henry V', 'Jane Eyre', 'Chimes at Midnight', 'Coriolanus', 'King of Texas', 'Looking for Richard', 'Brother Sun, Sister Moon', "Love's Labour's Lost", 'Private Romeo', 'Romeo + Juliet', 'King Lear', 'The Taming of the Shrew', 'Richard III']]
Predicted Ans:    Chimes at Midnight
Predicted Path:   Romeo and Juliet --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight
Path (Raw):       Romeo and Juliet --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight --[No Operation]--> Chimes at Midnight
Neg LogProb(↓):   1.705999
Path Entropy(↓):  3.136187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie a single man
Start Entity:     A Single Man
Gold Answer:      [['Sidney Carroll', 'Christianna Brand', 'Woody Allen', 'Ethan Coen', 'Emma Thompson', 'Olivia Hetreed', 'Charles Webb', 'Vanessa Taylor', 'Stephan Elliott', 'Sheridan Jobbins', 'Eric Lomax', 'Simon Gray', 'Paul Harris Boardman', 'Mara Leveritt', 'Mimi Hare', 'Bonnie Sikowitz', 'Clare Naylor', 'Choderlos de Laclos', 'Atom Egoyan', 'David Seidler', 'Julian Mitchell', 'Martin Donovan', 'Alvin Sargent', 'Rupert Holmes', 'Tracy Chevalier', 'Becky Johnston', 'Jack Davies']]
Predicted Ans:    Stephan Elliott
Predicted Path:   A Single Man --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[written_by]--> Stephan Elliott
Path (Raw):       A Single Man --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[written_by]--> Stephan Elliott
Neg LogProb(↓):   0.990032
Path Entropy(↓):  1.641005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the secret policeman's other ball
Start Entity:     The Secret Policeman's Other Ball
Gold Answer:      [['Julien Temple', 'Bruce Rubenstein', 'Colin MacInnes', 'Mickey Rourke', 'Frank Cottrell Boyce', 'Julie Brown']]
Predicted Ans:    Julie Brown
Predicted Path:   The Secret Policeman's Other Ball --[directed_by]--> Julien Temple --[(INV) directed_by]--> Earth Girls Are Easy --[written_by]--> Julie Brown
Path (Raw):       The Secret Policeman's Other Ball --[directed_by]--> Julien Temple --[(INV) directed_by]--> Earth Girls Are Easy --[written_by]--> Julie Brown
Neg LogProb(↓):   0.425054
Path Entropy(↓):  0.808601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of deathstalker ii
Start Entity:     Deathstalker II
Gold Answer:      [['Jim Wynorski']]
Predicted Ans:    Jim Wynorski
Predicted Path:   Deathstalker II --[written_by]--> Jim Wynorski --[(INV) written_by]--> Camel Spiders --[directed_by]--> Jim Wynorski
Path (Raw):       Deathstalker II --[written_by]--> Jim Wynorski --[(INV) written_by]--> Camel Spiders --[directed_by]--> Jim Wynorski
Neg LogProb(↓):   0.239944
Path Entropy(↓):  0.636588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the thrill of brazil are written by who
Start Entity:     The Thrill of Brazil
Gold Answer:      [['Andrew Solt', 'Harry Chandlee', 'Seton I. Miller', 'Helen Deutsch', 'Edward Chodorov', 'Hugh Walpole', 'Harry Segall', 'Dashiell Hammett', 'Clinton Twiss', 'Paul Jarrico', 'Marion Hargrove', 'Allen Vincent', "Thomas Edward O'Connell", 'Arthur Levinson', 'Glenn Leopold', 'Neal Barbera', 'Sidney Buchman', 'Adolph Green', 'Betty Comden', 'Albert Hackett', 'Frances Goodrich', 'Dalton Trumbo', 'Felix Salten', 'Richard Brooks', 'Martin Dibner', 'Stephen Longstreet', 'Jerome Robbins', 'Don Tait', 'Arthur Mayse']]
Predicted Ans:    Arthur Mayse
Predicted Path:   The Thrill of Brazil --[starred_actors]--> Keenan Wynn --[(INV) starred_actors]--> Desperate Search --[written_by]--> Arthur Mayse
Path (Raw):       The Thrill of Brazil --[starred_actors]--> Keenan Wynn --[(INV) starred_actors]--> Desperate Search --[written_by]--> Arthur Mayse
Neg LogProb(↓):   0.610858
Path Entropy(↓):  0.978036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by christina yao starred which actors
Start Entity:     Christina Yao
Gold Answer:      [['Aaron Kwok']]
Predicted Ans:    Aaron Kwok
Predicted Path:   Christina Yao --[(INV) written_by]--> Empire of Silver --[starred_actors]--> Aaron Kwok
Path (Raw):       Christina Yao --[No Operation]--> Christina Yao --[(INV) written_by]--> Empire of Silver --[starred_actors]--> Aaron Kwok
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of grumpy old men
Start Entity:     Grumpy Old Men
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Grumpy Old Men --[has_genre]--> Comedy --[(INV) has_genre]--> A Run for Your Money --[has_genre]--> Comedy
Path (Raw):       Grumpy Old Men --[has_genre]--> Comedy --[(INV) has_genre]--> A Run for Your Money --[has_genre]--> Comedy
Neg LogProb(↓):   3.651812
Path Entropy(↓):  4.501598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by thomas mitchell
Start Entity:     Thomas Mitchell
Gold Answer:      [['Drama', 'War', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Thomas Mitchell --[(INV) starred_actors]--> The Long Voyage Home --[has_genre]--> Drama
Path (Raw):       Thomas Mitchell --[No Operation]--> Thomas Mitchell --[(INV) starred_actors]--> The Long Voyage Home --[has_genre]--> Drama
Neg LogProb(↓):   0.659893
Path Entropy(↓):  0.720459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film next stop wonderland were released in which years
Start Entity:     Next Stop Wonderland
Gold Answer:      [['2001', '2008', '2010', '2004', '2014', '2013']]
Predicted Ans:    2008
Predicted Path:   Next Stop Wonderland --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[release_year]--> 2008
Path (Raw):       Next Stop Wonderland --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[release_year]--> 2008
Neg LogProb(↓):   0.377221
Path Entropy(↓):  0.982919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of chazz palminteri written films
Start Entity:     Chazz Palminteri
Gold Answer:      [['1996', '1993']]
Predicted Ans:    1993
Predicted Path:   Chazz Palminteri --[(INV) written_by]--> A Bronx Tale --[release_year]--> 1993
Path (Raw):       Chazz Palminteri --[No Operation]--> Chazz Palminteri --[(INV) written_by]--> A Bronx Tale --[release_year]--> 1993
Neg LogProb(↓):   0.015878
Path Entropy(↓):  0.094665
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by robert f. hill release
Start Entity:     Robert F. Hill
Gold Answer:      [['1933', '1921']]
Predicted Ans:    1933
Predicted Path:   Robert F. Hill --[(INV) directed_by]--> Tarzan the Fearless --[release_year]--> 1933
Path (Raw):       Robert F. Hill --[No Operation]--> Robert F. Hill --[(INV) directed_by]--> Tarzan the Fearless --[release_year]--> 1933
Neg LogProb(↓):   0.315277
Path Entropy(↓):  0.583670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by minnie and moskowitz actors
Start Entity:     Minnie and Moskowitz
Gold Answer:      [['Italian', 'Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   Minnie and Moskowitz --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> The Notebook --[in_language]--> Hungarian
Path (Raw):       Minnie and Moskowitz --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> The Notebook --[in_language]--> Hungarian
Neg LogProb(↓):   0.219946
Path Entropy(↓):  0.510840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie a world without thieves
Start Entity:     A World Without Thieves
Gold Answer:      [['Johnnie To', 'Peter Chan', 'George Cukor', 'Nancy Meyers', 'Alan Mak', 'Taylor Wong', 'Ann Hui']]
Predicted Ans:    Alan Mak
Predicted Path:   A World Without Thieves --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> Infernal Affairs --[directed_by]--> Alan Mak
Path (Raw):       A World Without Thieves --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> Infernal Affairs --[directed_by]--> Alan Mak
Neg LogProb(↓):   0.631446
Path Entropy(↓):  0.986656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by shanley caswell
Start Entity:     Shanley Caswell
Gold Answer:      [['Joseph Kahn', 'Mark Palermo']]
Predicted Ans:    Joseph Kahn
Predicted Path:   Shanley Caswell --[(INV) starred_actors]--> Detention --[written_by]--> Joseph Kahn
Path (Raw):       Shanley Caswell --[No Operation]--> Shanley Caswell --[(INV) starred_actors]--> Detention --[written_by]--> Joseph Kahn
Neg LogProb(↓):   0.538899
Path Entropy(↓):  0.679611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the cheat
Start Entity:     The Cheat
Gold Answer:      [['The Buccaneer', 'The Ten Commandments', 'Dynamite']]
Predicted Ans:    The Buccaneer
Predicted Path:   The Cheat --[written_by]--> Jeanie Macpherson --[(INV) written_by]--> The Buccaneer
Path (Raw):       The Cheat --[written_by]--> Jeanie Macpherson --[(INV) written_by]--> The Buccaneer --[No Operation]--> The Buccaneer
Neg LogProb(↓):   0.778506
Path Entropy(↓):  0.952416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie streetdance 3d were released in which years
Start Entity:     StreetDance 3D
Gold Answer:      [['2014']]
Predicted Ans:    2010
Predicted Path:   StreetDance 3D --[directed_by]--> Dania Pasquini --[(INV) directed_by]--> StreetDance 3D --[release_year]--> 2010
Path (Raw):       StreetDance 3D --[directed_by]--> Dania Pasquini --[(INV) directed_by]--> StreetDance 3D --[release_year]--> 2010
Neg LogProb(↓):   0.220460
Path Entropy(↓):  0.519564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie death race 2 are written by who
Start Entity:     Death Race 2
Gold Answer:      [['Walter Hill', 'Caroline Thompson', 'Nick Love', 'Eric Red', 'Justin Donnelly', 'Tom Stoppard', 'John B. Keane', 'Jim Kouf', 'Roger Avary', 'Bernard Rose', 'Perry Bhandal', 'Carl Hiaasen', 'Joe Connelly', 'Tom Clancy', 'Michael Jackson', 'Terry Winsor', 'Patricia Hearst', 'Alvin Moscow', 'Mark Andrew Olsen', 'Jason Hewitt', "John A. O'Connell", 'Andrew Klavan', 'Tommy Tenney', 'James Hill', 'Anthony Peckham', 'George A. Romero', 'Patrick Smith Kelly', 'Andrew Bergman', 'Paul Schrader', 'Keoni Waxman', 'Leo Tolstoy', 'Cormac Wibberley', 'Marianne Wibberley', 'James Gunn', 'Hadi Hajaig', 'Jonas Bauer', 'Anna Sewell', 'Jim Sheridan', 'Mike Figgis', 'Dario Poloni']]
Predicted Ans:    Nick Love
Predicted Path:   Death Race 2 --[starred_actors]--> Sean Bean --[(INV) starred_actors]--> Outlaw --[written_by]--> Nick Love
Path (Raw):       Death Race 2 --[starred_actors]--> Sean Bean --[(INV) starred_actors]--> Outlaw --[written_by]--> Nick Love
Neg LogProb(↓):   1.077197
Path Entropy(↓):  1.780113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by max pomeranc
Start Entity:     Max Pomeranc
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Max Pomeranc --[(INV) starred_actors]--> Searching for Bobby Fischer --[has_genre]--> Drama
Path (Raw):       Max Pomeranc --[No Operation]--> Max Pomeranc --[(INV) starred_actors]--> Searching for Bobby Fischer --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the heart is deceitful above all things
Start Entity:     The Heart Is Deceitful Above All Things
Gold Answer:      [['Asia Argento']]
Predicted Ans:    Asia Argento
Predicted Path:   The Heart Is Deceitful Above All Things --[written_by]--> Asia Argento --[(INV) written_by]--> Scarlet Diva --[written_by]--> Asia Argento
Path (Raw):       The Heart Is Deceitful Above All Things --[written_by]--> Asia Argento --[(INV) written_by]--> Scarlet Diva --[written_by]--> Asia Argento
Neg LogProb(↓):   0.557433
Path Entropy(↓):  0.683622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film rocky ii
Start Entity:     Rocky II
Gold Answer:      [['franchise', 'fight', 'tony burton', 'rocky', 'carl weathers', 'burt young', 'burgess meredith', 'talia shire', 'sylvester stallone', 'stallone']]
Predicted Ans:    rocky
Predicted Path:   Rocky II --[has_tags]--> rocky --[(INV) has_tags]--> Rocky II --[has_tags]--> rocky
Path (Raw):       Rocky II --[has_tags]--> rocky --[(INV) has_tags]--> Rocky II --[has_tags]--> rocky
Neg LogProb(↓):   0.005853
Path Entropy(↓):  0.042180
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by michael winner
Start Entity:     Michael Winner
Gold Answer:      [['John Gielgud', 'Sarah Miles', 'Oliver Reed', 'Sophia Loren', 'John Carradine', 'Chris Sarandon', 'Lee J. Cobb', 'Robert Mitchum', 'Peter Ustinov', 'Michael Douglas', 'Kiefer Sutherland', 'Eva Longoria', 'Lauren Bacall', 'Jack Palance', 'Alain Delon', 'Robert Ryan', 'Paul Scofield', 'Robert Duvall', 'Cristina Raines', 'Burt Lancaster', 'Carrie Fisher', 'O.J. Simpson', 'Jason Statham', 'Charles Bronson', 'Eli Wallach', 'Candy Clark', 'Ed Lauter', 'James Coburn', 'Humphrey Bogart', 'Orson Welles']]
Predicted Ans:    Lauren Bacall
Predicted Path:   Michael Winner --[(INV) directed_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Path (Raw):       Michael Winner --[No Operation]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Neg LogProb(↓):   0.018296
Path Entropy(↓):  0.106433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for kiss me, guido
Start Entity:     Kiss Me, Guido
Gold Answer:      [['Tony Vitale']]
Predicted Ans:    Tony Vitale
Predicted Path:   Kiss Me, Guido --[directed_by]--> Tony Vitale --[(INV) directed_by]--> Kiss Me, Guido --[directed_by]--> Tony Vitale
Path (Raw):       Kiss Me, Guido --[directed_by]--> Tony Vitale --[(INV) directed_by]--> Kiss Me, Guido --[directed_by]--> Tony Vitale
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the last bolshevik
Start Entity:     The Last Bolshevik
Gold Answer:      [['Chris Marker']]
Predicted Ans:    Chris Marker
Predicted Path:   The Last Bolshevik --[directed_by]--> Chris Marker --[(INV) directed_by]--> A.K. --[directed_by]--> Chris Marker
Path (Raw):       The Last Bolshevik --[directed_by]--> Chris Marker --[(INV) directed_by]--> A.K. --[directed_by]--> Chris Marker
Neg LogProb(↓):   0.077994
Path Entropy(↓):  0.310532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote proof
Start Entity:     Proof
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Proof --[written_by]--> David Auburn --[(INV) written_by]--> The Girl in the Park --[has_genre]--> Drama
Path (Raw):       Proof --[written_by]--> David Auburn --[(INV) written_by]--> The Girl in the Park --[has_genre]--> Drama
Neg LogProb(↓):   0.530625
Path Entropy(↓):  0.992471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with andrzej wajda
Start Entity:     andrzej wajda
Gold Answer:      [['Korczak', 'Danton', 'The Ashes', 'The Promised Land', 'Man of Iron', 'Man of Marble', 'A Generation', 'Ashes and Diamonds']]
Predicted Ans:    A Generation
Predicted Path:   andrzej wajda --[(INV) has_tags]--> A Generation --[written_by]--> Bohdan Czeszko --[(INV) written_by]--> A Generation
Path (Raw):       andrzej wajda --[(INV) has_tags]--> A Generation --[written_by]--> Bohdan Czeszko --[(INV) written_by]--> A Generation
Neg LogProb(↓):   0.823534
Path Entropy(↓):  0.842318
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in jumanji
Start Entity:     Jumanji
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Jumanji --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       Jumanji --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.002226
Path Entropy(↓):  0.020060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by jill sprecher fall under
Start Entity:     Jill Sprecher
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Jill Sprecher --[(INV) directed_by]--> Thin Ice --[has_genre]--> Comedy
Path (Raw):       Jill Sprecher --[No Operation]--> Jill Sprecher --[(INV) directed_by]--> Thin Ice --[has_genre]--> Comedy
Neg LogProb(↓):   1.011129
Path Entropy(↓):  1.377470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in keoma
Start Entity:     Keoma
Gold Answer:      [['Alan Jay Lerner', 'Sergio Corbucci', 'Benito Pérez Galdós', 'Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Keoma --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Tristana --[written_by]--> Luis Buñuel
Path (Raw):       Keoma --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Tristana --[written_by]--> Luis Buñuel
Neg LogProb(↓):   0.055844
Path Entropy(↓):  0.213556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in a woman is a woman
Start Entity:     A Woman Is a Woman
Gold Answer:      [['Anna Karina']]
Predicted Ans:    Anna Karina
Predicted Path:   A Woman Is a Woman --[starred_actors]--> Anna Karina --[(INV) starred_actors]--> Chinese Roulette --[starred_actors]--> Anna Karina
Path (Raw):       A Woman Is a Woman --[starred_actors]--> Anna Karina --[(INV) starred_actors]--> Chinese Roulette --[starred_actors]--> Anna Karina
Neg LogProb(↓):   0.043942
Path Entropy(↓):  0.208114
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film 13 sins
Start Entity:     13 Sins
Gold Answer:      [['Mark Webber', 'Kevin Greutert', 'Joe Swanberg', 'Stephen Berra', 'Adam Bhala Lough']]
Predicted Ans:    Joe Swanberg
Predicted Path:   13 Sins --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Path (Raw):       13 Sins --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Neg LogProb(↓):   0.058621
Path Entropy(↓):  0.232518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of le million
Start Entity:     Le Million
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Le Million --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[in_language]--> French
Path (Raw):       Le Million --[directed_by]--> René Clair --[(INV) directed_by]--> Entr'acte --[in_language]--> French
Neg LogProb(↓):   0.064233
Path Entropy(↓):  0.263774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by raja gosnell
Start Entity:     Raja Gosnell
Gold Answer:      [['David Arquette', 'Sarah Michelle Gellar', 'Linda Cardellini', 'Hank Azaria', 'Brendan Gleeson', 'Molly Shannon', 'Neil Patrick Harris', 'Drew Barrymore', 'Michael Vartan', 'Martin Lawrence', 'Matthew Lillard', 'Jamie Lee Curtis', 'Sofía Vergara', 'Jayma Mays', 'Piper Perabo', 'Manolo Cardona', 'Alex D. Linz']]
Predicted Ans:    Sarah Michelle Gellar
Predicted Path:   Raja Gosnell --[(INV) directed_by]--> Scooby-Doo --[starred_actors]--> Sarah Michelle Gellar
Path (Raw):       Raja Gosnell --[No Operation]--> Raja Gosnell --[(INV) directed_by]--> Scooby-Doo --[starred_actors]--> Sarah Michelle Gellar
Neg LogProb(↓):   0.348030
Path Entropy(↓):  0.775106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film sniper were released in which years
Start Entity:     Sniper
Gold Answer:      [['1980', '1954', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '1994', '1983', '1995', '1990', '1989', '1996', '2002', '2013', '1988', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1985
Predicted Path:   Sniper --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Path (Raw):       Sniper --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Neg LogProb(↓):   0.380420
Path Entropy(↓):  1.164630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by michael kalesniko in
Start Entity:     Michael Kalesniko
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Michael Kalesniko --[(INV) written_by]--> Iron Sky --[in_language]--> German
Path (Raw):       Michael Kalesniko --[No Operation]--> Michael Kalesniko --[(INV) written_by]--> Iron Sky --[in_language]--> German
Neg LogProb(↓):   0.157856
Path Entropy(↓):  0.416171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of 28 weeks later was who
Start Entity:     28 Weeks Later
Gold Answer:      [['Juan Carlos Fresnadillo']]
Predicted Ans:    Juan Carlos Fresnadillo
Predicted Path:   28 Weeks Later --[directed_by]--> Juan Carlos Fresnadillo --[(INV) directed_by]--> Intruders --[directed_by]--> Juan Carlos Fresnadillo
Path (Raw):       28 Weeks Later --[directed_by]--> Juan Carlos Fresnadillo --[(INV) directed_by]--> Intruders --[directed_by]--> Juan Carlos Fresnadillo
Neg LogProb(↓):   0.552472
Path Entropy(↓):  0.896980
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the man with one red shoe
Start Entity:     The Man with One Red Shoe
Gold Answer:      [['Teri Garr', 'Scott Bakula', 'George Hamilton', 'Richard Benjamin', 'Michael Keaton', 'Harley Jane Kozak', 'Robert Loggia', 'Susan Saint James']]
Predicted Ans:    Richard Benjamin
Predicted Path:   The Man with One Red Shoe --[directed_by]--> Stan Dragoti --[(INV) directed_by]--> Love at First Bite --[starred_actors]--> Richard Benjamin
Path (Raw):       The Man with One Red Shoe --[directed_by]--> Stan Dragoti --[(INV) directed_by]--> Love at First Bite --[starred_actors]--> Richard Benjamin
Neg LogProb(↓):   0.258498
Path Entropy(↓):  0.549515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the exorcist were released in which years
Start Entity:     The Exorcist
Gold Answer:      [['1990', '1970', '1980']]
Predicted Ans:    1970
Predicted Path:   The Exorcist --[written_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[release_year]--> 1970
Path (Raw):       The Exorcist --[written_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[release_year]--> 1970
Neg LogProb(↓):   0.010065
Path Entropy(↓):  0.059815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie eyes of a stranger
Start Entity:     Eyes of a Stranger
Gold Answer:      [['Ken Wiederhorn']]
Predicted Ans:    Ken Wiederhorn
Predicted Path:   Eyes of a Stranger --[directed_by]--> Ken Wiederhorn --[(INV) directed_by]--> Eyes of a Stranger --[directed_by]--> Ken Wiederhorn
Path (Raw):       Eyes of a Stranger --[directed_by]--> Ken Wiederhorn --[(INV) directed_by]--> Eyes of a Stranger --[directed_by]--> Ken Wiederhorn
Neg LogProb(↓):   0.087233
Path Entropy(↓):  0.287323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with inception were released in which years
Start Entity:     Inception
Gold Answer:      [['1998', '2000', '1997', '2008', '2005', '2006', '2014', '2012']]
Predicted Ans:    2012
Predicted Path:   Inception --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Dark Knight Rises --[release_year]--> 2012
Path (Raw):       Inception --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Dark Knight Rises --[release_year]--> 2012
Neg LogProb(↓):   0.071732
Path Entropy(↓):  0.315605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in when ladies meet
Start Entity:     When Ladies Meet
Gold Answer:      [['1970', '1946', '1954', '1944', '2008', '2003', '1936', '2006', '1935', '1941', '1984', '2007', '1963', '1939', '1933', '1957', '1951', '1982', '1953', '1947', '1932', '1956', '1931', '1943', '1995', '1948', '1942', '1940', '1938', '1937', '1926', '2012', '1955', '1962', '1934', '2000', '1964', '1949', '1950', '1960', '1952', '1929', '1965', '1927', '1945', '1987', '1969', '1928', '1958', '1930']]
Predicted Ans:    1953
Predicted Path:   When Ladies Meet --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[release_year]--> 1953
Path (Raw):       When Ladies Meet --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[release_year]--> 1953
Neg LogProb(↓):   2.158404
Path Entropy(↓):  3.472344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of easier with practice
Start Entity:     Easier with Practice
Gold Answer:      [['C.O.G.']]
Predicted Ans:    Easier with Practice
Predicted Path:   Easier with Practice --[directed_by]--> Kyle Patrick Alvarez --[(INV) directed_by]--> Easier with Practice
Path (Raw):       Easier with Practice --[directed_by]--> Kyle Patrick Alvarez --[(INV) directed_by]--> Easier with Practice --[No Operation]--> Easier with Practice
Neg LogProb(↓):   0.258138
Path Entropy(↓):  0.599038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by harland williams
Start Entity:     Harland Williams
Gold Answer:      [['Tamra Davis', 'Bruce McCulloch', 'Stuart Gillard']]
Predicted Ans:    Bruce McCulloch
Predicted Path:   Harland Williams --[(INV) starred_actors]--> Superstar --[directed_by]--> Bruce McCulloch
Path (Raw):       Harland Williams --[No Operation]--> Harland Williams --[(INV) starred_actors]--> Superstar --[directed_by]--> Bruce McCulloch
Neg LogProb(↓):   0.012712
Path Entropy(↓):  0.076338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by mike birbiglia
Start Entity:     Mike Birbiglia
Gold Answer:      [['Ira Glass']]
Predicted Ans:    Ira Glass
Predicted Path:   Mike Birbiglia --[(INV) directed_by]--> Sleepwalk with Me --[written_by]--> Ira Glass
Path (Raw):       Mike Birbiglia --[No Operation]--> Mike Birbiglia --[(INV) directed_by]--> Sleepwalk with Me --[written_by]--> Ira Glass
Neg LogProb(↓):   0.202502
Path Entropy(↓):  0.505835
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by bret mckenzie
Start Entity:     Bret McKenzie
Gold Answer:      [['Shannon Hale', 'Robert Sarkies', 'Jerusha Hess', 'Duncan Sarkies']]
Predicted Ans:    Shannon Hale
Predicted Path:   Bret McKenzie --[(INV) starred_actors]--> Austenland --[written_by]--> Shannon Hale
Path (Raw):       Bret McKenzie --[No Operation]--> Bret McKenzie --[(INV) starred_actors]--> Austenland --[written_by]--> Shannon Hale
Neg LogProb(↓):   0.084919
Path Entropy(↓):  0.282235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by rupert evans fall under
Start Entity:     Rupert Evans
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Rupert Evans --[(INV) starred_actors]--> The Canal --[has_genre]--> Horror
Path (Raw):       Rupert Evans --[No Operation]--> Rupert Evans --[(INV) starred_actors]--> The Canal --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe trapped in paradise
Start Entity:     Trapped in Paradise
Gold Answer:      [['george gallo']]
Predicted Ans:    george gallo
Predicted Path:   Trapped in Paradise --[has_tags]--> george gallo --[(INV) has_tags]--> Trapped in Paradise --[has_tags]--> george gallo
Path (Raw):       Trapped in Paradise --[has_tags]--> george gallo --[(INV) has_tags]--> Trapped in Paradise --[has_tags]--> george gallo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie the makioka sisters in a few words
Start Entity:     The Makioka Sisters
Gold Answer:      [['kon ichikawa']]
Predicted Ans:    kon ichikawa
Predicted Path:   The Makioka Sisters --[has_tags]--> kon ichikawa --[(INV) has_tags]--> Fires on the Plain --[has_tags]--> kon ichikawa
Path (Raw):       The Makioka Sisters --[has_tags]--> kon ichikawa --[(INV) has_tags]--> Fires on the Plain --[has_tags]--> kon ichikawa
Neg LogProb(↓):   0.018187
Path Entropy(↓):  0.090271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by hugh gray
Start Entity:     Hugh Gray
Gold Answer:      [['Jacques Sernas', 'Stanley Baker', 'Cedric Hardwicke', 'Rossana Podestà']]
Predicted Ans:    Stanley Baker
Predicted Path:   Hugh Gray --[(INV) written_by]--> Helen of Troy --[starred_actors]--> Stanley Baker
Path (Raw):       Hugh Gray --[No Operation]--> Hugh Gray --[(INV) written_by]--> Helen of Troy --[starred_actors]--> Stanley Baker
Neg LogProb(↓):   0.674210
Path Entropy(↓):  0.695877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what robocop is about
Start Entity:     RoboCop
Gold Answer:      [['detroit', 'police', 'future', 'television', 'peter weller', 'dystopia', 'action', 'paul verhoeven', 'corruption']]
Predicted Ans:    peter weller
Predicted Path:   RoboCop --[has_tags]--> peter weller --[(INV) has_tags]--> RoboCop 2 --[has_tags]--> peter weller
Path (Raw):       RoboCop --[has_tags]--> peter weller --[(INV) has_tags]--> RoboCop 2 --[has_tags]--> peter weller
Neg LogProb(↓):   0.000238
Path Entropy(↓):  0.002254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote jimmy hollywood
Start Entity:     Jimmy Hollywood
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Jimmy Hollywood --[written_by]--> Barry Levinson --[(INV) written_by]--> Avalon --[has_genre]--> Drama
Path (Raw):       Jimmy Hollywood --[written_by]--> Barry Levinson --[(INV) written_by]--> Avalon --[has_genre]--> Drama
Neg LogProb(↓):   1.234435
Path Entropy(↓):  1.937274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about neil jordan
Start Entity:     neil jordan
Gold Answer:      [['Breakfast on Pluto', 'The Crying Game', 'Michael Collins', 'In Dreams', 'Byzantium', 'The Brave One', 'Ondine', 'Mona Lisa', "We're No Angels", 'The Company of Wolves', 'The Good Thief', 'The End of the Affair', 'The Butcher Boy']]
Predicted Ans:    The Good Thief
Predicted Path:   neil jordan --[(INV) has_tags]--> The Good Thief --[has_tags]--> neil jordan --[(INV) has_tags]--> The Good Thief
Path (Raw):       neil jordan --[(INV) has_tags]--> The Good Thief --[has_tags]--> neil jordan --[(INV) has_tags]--> The Good Thief
Neg LogProb(↓):   1.450263
Path Entropy(↓):  2.999770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by marisa berenson were directed by who
Start Entity:     Marisa Berenson
Gold Answer:      [['Stanley Kubrick']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Marisa Berenson --[(INV) starred_actors]--> Barry Lyndon --[directed_by]--> Stanley Kubrick
Path (Raw):       Marisa Berenson --[No Operation]--> Marisa Berenson --[(INV) starred_actors]--> Barry Lyndon --[directed_by]--> Stanley Kubrick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with direct action fall under
Start Entity:     Direct Action
Gold Answer:      [['Sport', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Action
Predicted Path:   Direct Action --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[has_genre]--> Action
Path (Raw):       Direct Action --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[has_genre]--> Action
Neg LogProb(↓):   0.000515
Path Entropy(↓):  0.004626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with a show of force fall under
Start Entity:     A Show of Force
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   A Show of Force --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Reaching for the Moon --[has_genre]--> Drama
Path (Raw):       A Show of Force --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Reaching for the Moon --[has_genre]--> Drama
Neg LogProb(↓):   0.003610
Path Entropy(↓):  0.024565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of martin mcgartland written movies
Start Entity:     Martin McGartland
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Martin McGartland --[(INV) written_by]--> Fifty Dead Men Walking --[release_year]--> 2008
Path (Raw):       Martin McGartland --[No Operation]--> Martin McGartland --[(INV) written_by]--> Fifty Dead Men Walking --[release_year]--> 2008
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the hot spot
Start Entity:     The Hot Spot
Gold Answer:      [['1983', '1960', '1989']]
Predicted Ans:    1983
Predicted Path:   The Hot Spot --[written_by]--> Charles Williams --[(INV) written_by]--> Confidentially Yours --[release_year]--> 1983
Path (Raw):       The Hot Spot --[written_by]--> Charles Williams --[(INV) written_by]--> Confidentially Yours --[release_year]--> 1983
Neg LogProb(↓):   0.233148
Path Entropy(↓):  0.653797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sarah peirse appeared in the same movie with who
Start Entity:     Sarah Peirse
Gold Answer:      [['Melanie Lynskey', 'Kate Winslet', 'Diana Kent']]
Predicted Ans:    Kate Winslet
Predicted Path:   Sarah Peirse --[(INV) starred_actors]--> Heavenly Creatures --[starred_actors]--> Kate Winslet
Path (Raw):       Sarah Peirse --[No Operation]--> Sarah Peirse --[(INV) starred_actors]--> Heavenly Creatures --[starred_actors]--> Kate Winslet
Neg LogProb(↓):   0.000616
Path Entropy(↓):  0.005471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of orpheus
Start Entity:     Orpheus
Gold Answer:      [['Testament of Orpheus', 'Beauty and the Beast', 'The Eagle with Two Heads']]
Predicted Ans:    Beauty and the Beast
Predicted Path:   Orpheus --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast
Path (Raw):       Orpheus --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast --[No Operation]--> Beauty and the Beast
Neg LogProb(↓):   0.000860
Path Entropy(↓):  0.007107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in vagabond
Start Entity:     Vagabond
Gold Answer:      [['2003', '1989']]
Predicted Ans:    1989
Predicted Path:   Vagabond --[starred_actors]--> Sandrine Bonnaire --[(INV) starred_actors]--> Monsieur Hire --[release_year]--> 1989
Path (Raw):       Vagabond --[starred_actors]--> Sandrine Bonnaire --[(INV) starred_actors]--> Monsieur Hire --[release_year]--> 1989
Neg LogProb(↓):   0.440689
Path Entropy(↓):  0.807874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed hotel chevalier
Start Entity:     Hotel Chevalier
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Hotel Chevalier --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       Hotel Chevalier --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.074182
Path Entropy(↓):  0.258404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of tamara drewe also starred in which movies
Start Entity:     Tamara Drewe
Gold Answer:      [['Runner Runner', 'Byzantium', 'The Voices', 'The Disappearance of Alice Creed']]
Predicted Ans:    Runner Runner
Predicted Path:   Tamara Drewe --[starred_actors]--> Gemma Arterton --[(INV) starred_actors]--> Runner Runner
Path (Raw):       Tamara Drewe --[starred_actors]--> Gemma Arterton --[No Operation]--> Gemma Arterton --[(INV) starred_actors]--> Runner Runner
Neg LogProb(↓):   0.057471
Path Entropy(↓):  0.261660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by mark a. altman
Start Entity:     Mark A. Altman
Gold Answer:      [['Eric McCormack']]
Predicted Ans:    Eric McCormack
Predicted Path:   Mark A. Altman --[(INV) written_by]--> Free Enterprise --[starred_actors]--> Eric McCormack
Path (Raw):       Mark A. Altman --[No Operation]--> Mark A. Altman --[(INV) written_by]--> Free Enterprise --[starred_actors]--> Eric McCormack
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of stephen kendrick written movies
Start Entity:     Stephen Kendrick
Gold Answer:      [['Alex Kendrick']]
Predicted Ans:    Alex Kendrick
Predicted Path:   Stephen Kendrick --[(INV) written_by]--> Courageous --[directed_by]--> Alex Kendrick
Path (Raw):       Stephen Kendrick --[No Operation]--> Stephen Kendrick --[(INV) written_by]--> Courageous --[directed_by]--> Alex Kendrick
Neg LogProb(↓):   0.269271
Path Entropy(↓):  0.694693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the far country is also the director of which films
Start Entity:     The Far Country
Gold Answer:      [["Devil's Doorway", 'The Tin Star', 'The Man from Laramie', 'Railroaded!', 'Strategic Air Command', 'T-Men', 'Thunder Bay', 'Desperate', 'The Last Frontier', 'The Fall of the Roman Empire', 'Cimarron', 'The Furies', 'Raw Deal', 'The Heroes of Telemark', 'The Naked Spur', 'Men in War', 'Man of the West', 'Side Street', 'The Great Flamarion', 'The Glenn Miller Story', 'He Walked by Night', "Winchester '73", 'El Cid', "God's Little Acre", 'Border Incident', 'Bend of the River']]
Predicted Ans:    The Furies
Predicted Path:   The Far Country --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies
Path (Raw):       The Far Country --[No Operation]--> The Far Country --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies
Neg LogProb(↓):   1.265803
Path Entropy(↓):  2.173320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed films with fisher stevens
Start Entity:     Fisher Stevens
Gold Answer:      [['Dan Klores', 'Dominique Deruddere']]
Predicted Ans:    Fisher Stevens
Predicted Path:   Fisher Stevens --[(INV) directed_by]--> Just a Kiss --[directed_by]--> Fisher Stevens
Path (Raw):       Fisher Stevens --[No Operation]--> Fisher Stevens --[(INV) directed_by]--> Just a Kiss --[directed_by]--> Fisher Stevens
Neg LogProb(↓):   0.004761
Path Entropy(↓):  0.033052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by brooke adams
Start Entity:     Brooke Adams
Gold Answer:      [['Richard Lester', 'Don Siegel', 'Philip Kaufman', 'Adam Brooks', 'Terrence Malick', 'David Cronenberg']]
Predicted Ans:    Terrence Malick
Predicted Path:   Brooke Adams --[(INV) starred_actors]--> Days of Heaven --[directed_by]--> Terrence Malick
Path (Raw):       Brooke Adams --[No Operation]--> Brooke Adams --[(INV) starred_actors]--> Days of Heaven --[directed_by]--> Terrence Malick
Neg LogProb(↓):   0.424630
Path Entropy(↓):  0.734392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by wings actors
Start Entity:     Wings
Gold Answer:      [['Erle C. Kenton', 'Victor Fleming', 'William H. Pine', 'John Francis Dillon']]
Predicted Ans:    Erle C. Kenton
Predicted Path:   Wings --[starred_actors]--> Richard Arlen --[(INV) starred_actors]--> Island of Lost Souls --[directed_by]--> Erle C. Kenton
Path (Raw):       Wings --[starred_actors]--> Richard Arlen --[(INV) starred_actors]--> Island of Lost Souls --[directed_by]--> Erle C. Kenton
Neg LogProb(↓):   0.394449
Path Entropy(↓):  0.722666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by montgomery clift in
Start Entity:     Montgomery Clift
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Montgomery Clift --[(INV) starred_actors]--> The Search --[in_language]--> French
Path (Raw):       Montgomery Clift --[No Operation]--> Montgomery Clift --[(INV) starred_actors]--> The Search --[in_language]--> French
Neg LogProb(↓):   0.018657
Path Entropy(↓):  0.095435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was a season for miracles released
Start Entity:     A Season for Miracles
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   A Season for Miracles --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       A Season for Miracles --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   1.493741
Path Entropy(↓):  3.434923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie junior bonner
Start Entity:     Junior Bonner
Gold Answer:      [['1980', '1954', '2003', '1941', '1974', '1968', '1963', '1939', '1951', '2010', '1982', '1973', '1953', '1947', '1994', '1948', '1972', '1971', '1989', '1942', '1940', '1955', '2011', '1962', '1988', '1978', '1949', '1975', '1966', '1960', '1965', '1999', '1969', '1958']]
Predicted Ans:    1972
Predicted Path:   Junior Bonner --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       Junior Bonner --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.504188
Path Entropy(↓):  1.545716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by ryun jang in
Start Entity:     Ryun Jang
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ryun Jang --[(INV) starred_actors]--> Wild Animals --[has_genre]--> Drama
Path (Raw):       Ryun Jang --[No Operation]--> Ryun Jang --[(INV) starred_actors]--> Wild Animals --[has_genre]--> Drama
Neg LogProb(↓):   0.060704
Path Entropy(↓):  0.223924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did naoyuki tomomatsu write
Start Entity:     Naoyuki Tomomatsu
Gold Answer:      [['Vampire Girl vs. Frankenstein Girl']]
Predicted Ans:    Vampire Girl vs. Frankenstein Girl
Predicted Path:   Naoyuki Tomomatsu --[(INV) written_by]--> Vampire Girl vs. Frankenstein Girl --[written_by]--> Naoyuki Tomomatsu --[(INV) written_by]--> Vampire Girl vs. Frankenstein Girl
Path (Raw):       Naoyuki Tomomatsu --[(INV) written_by]--> Vampire Girl vs. Frankenstein Girl --[written_by]--> Naoyuki Tomomatsu --[(INV) written_by]--> Vampire Girl vs. Frankenstein Girl
Neg LogProb(↓):   0.129627
Path Entropy(↓):  0.370841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by andre devigny
Start Entity:     André Devigny
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   André Devigny --[(INV) written_by]--> A Man Escaped --[has_genre]--> War
Path (Raw):       André Devigny --[No Operation]--> André Devigny --[(INV) written_by]--> A Man Escaped --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the king and four queens
Start Entity:     The King and Four Queens
Gold Answer:      [['Bing Crosby', 'Jane Russell', 'Robert Alda', 'Aldo Ray', 'Van Heflin', 'Claire Trevor', 'Philip Carey', 'Clint Eastwood', 'Gary Cooper', 'Dorothy Malone', 'Walter Pidgeon', 'Tyne Daly', 'Gregory Peck', 'Donna Reed', 'Jack Carson', 'Gladys George', 'Priscilla Lane', 'Raymond Massey', 'Robert Mitchum', 'Ann Sheridan', 'Virginia Mayo', "Edmond O'Brien", 'Alan Hale', 'Joel McCrea', 'Olivia de Havilland', 'Errol Flynn', 'Teresa Wright', 'George Raft', 'James Cagney', 'John Agar', 'Robert Ryan', 'John Wayne', 'Roy Rogers', 'Walter Brennan', 'Sydney Greenstreet', 'Judith Anderson', 'Brenda Marshall', 'Robert Beatty', 'Rita Hayworth', 'Kirk Douglas', 'Alexis Smith', 'Dean Jagger', 'Ronald Reagan', 'Clark Gable', 'Marion Davies', 'Mona Freeman', 'Humphrey Bogart', 'Ida Lupino', 'Peter Lorre', 'Rock Hudson', 'Margaret Wycherly']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   The King and Four Queens --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> High Sierra --[starred_actors]--> Humphrey Bogart
Path (Raw):       The King and Four Queens --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> High Sierra --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   1.101573
Path Entropy(↓):  1.856444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by pedro almodovar
Start Entity:     Pedro Almodóvar
Gold Answer:      [['Drama', 'Thriller', 'Mystery', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[has_genre]--> Drama
Path (Raw):       Pedro Almodóvar --[No Operation]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[has_genre]--> Drama
Neg LogProb(↓):   0.307182
Path Entropy(↓):  1.009978
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by maude t. howell
Start Entity:     Maude T. Howell
Gold Answer:      [['John G. Adolfi']]
Predicted Ans:    John G. Adolfi
Predicted Path:   Maude T. Howell --[(INV) written_by]--> The Man Who Played God --[directed_by]--> John G. Adolfi
Path (Raw):       Maude T. Howell --[No Operation]--> Maude T. Howell --[(INV) written_by]--> The Man Who Played God --[directed_by]--> John G. Adolfi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does leslie bibb act in
Start Entity:     Leslie Bibb
Gold Answer:      [['The Midnight Meat Train', 'The Skulls', 'A Good Old Fashioned Orgy', 'Hell Baby']]
Predicted Ans:    Hell Baby
Predicted Path:   Leslie Bibb --[(INV) starred_actors]--> Hell Baby --[starred_actors]--> Rob Corddry --[(INV) starred_actors]--> Hell Baby
Path (Raw):       Leslie Bibb --[(INV) starred_actors]--> Hell Baby --[starred_actors]--> Rob Corddry --[(INV) starred_actors]--> Hell Baby
Neg LogProb(↓):   0.066223
Path Entropy(↓):  0.282692
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of through a glass darkly is also the director of which movies
Start Entity:     Through a Glass Darkly
Gold Answer:      [['Summer Interlude', 'Persona', 'The Magic Flute', 'After the Rehearsal', 'Crisis', 'Smiles of a Summer Night', 'Shame', 'Summer with Monika', 'Saraband', 'From the Life of the Marionettes', 'The Silence', 'The Virgin Spring', 'Port of Call', 'A Lesson in Love', 'All These Women', 'Face to Face', 'Wild Strawberries', 'Hour of the Wolf', 'Thirst', 'Winter Light', 'Prison', 'The Seventh Seal', 'The Magician', 'Fanny and Alexander', 'Autumn Sonata', 'To Joy', 'Dreams', "The Devil's Eye", 'Brink of Life', 'The Passion of Anna']]
Predicted Ans:    Autumn Sonata
Predicted Path:   Through a Glass Darkly --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata
Path (Raw):       Through a Glass Darkly --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[No Operation]--> Autumn Sonata
Neg LogProb(↓):   1.493548
Path Entropy(↓):  2.233251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by richard carpenter fall under
Start Entity:     Richard Carpenter
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Richard Carpenter --[(INV) directed_by]--> The Karen Carpenter Story --[has_genre]--> Music
Path (Raw):       Richard Carpenter --[No Operation]--> Richard Carpenter --[(INV) directed_by]--> The Karen Carpenter Story --[has_genre]--> Music
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by maud nycander
Start Entity:     Maud Nycander
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Maud Nycander --[(INV) directed_by]--> Palme --[has_genre]--> Documentary
Path (Raw):       Maud Nycander --[No Operation]--> Maud Nycander --[(INV) directed_by]--> Palme --[has_genre]--> Documentary
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by matty beckerman released
Start Entity:     Matty Beckerman
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Matty Beckerman --[(INV) directed_by]--> Alien Abduction --[release_year]--> 2014
Path (Raw):       Matty Beckerman --[No Operation]--> Matty Beckerman --[(INV) directed_by]--> Alien Abduction --[release_year]--> 2014
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in breakdown
Start Entity:     Breakdown
Gold Answer:      [['Kathleen Quinlan', 'Kurt Russell']]
Predicted Ans:    Kurt Russell
Predicted Path:   Breakdown --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Dark Blue --[starred_actors]--> Kurt Russell
Path (Raw):       Breakdown --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Dark Blue --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.066930
Path Entropy(↓):  0.260982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by kay hammond
Start Entity:     Kay Hammond
Gold Answer:      [['Ronald Neame', 'David Lean']]
Predicted Ans:    David Lean
Predicted Path:   Kay Hammond --[(INV) starred_actors]--> Blithe Spirit --[written_by]--> David Lean
Path (Raw):       Kay Hammond --[No Operation]--> Kay Hammond --[(INV) starred_actors]--> Blithe Spirit --[written_by]--> David Lean
Neg LogProb(↓):   0.185569
Path Entropy(↓):  0.454889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of three comrades
Start Entity:     Three Comrades
Gold Answer:      [['Dancing Lady', 'Waterloo Bridge', 'Stowaway', 'The Bribe', 'The Bride Wore Red', 'The Canterville Ghost', 'Many Rivers to Cross', 'Every Girl Should Be Married', 'The Shopworn Angel', "Devil's Doorway", 'When Ladies Meet', 'Johnny Eager', 'Escape', 'Lucky Night', "The Stranger's Return", 'The Mortal Storm', 'They Gave Him a Gun', 'Knights of the Round Table', 'The Night Walker', 'Rogue Cop', 'Quality Street', 'The Enchanted Cottage', 'Secret Agent', 'Party Girl', 'Suzy', 'Journey for Margaret', 'Gabriel Over the White House', 'The Good Fairy', 'Lady Be Good', 'The Gorgeous Hussy', 'Western Union', "They Won't Believe Me", 'I Love Trouble', 'Broadway Melody of 1938', 'Quo Vadis', 'Honeymoon', 'The Second Woman', 'I Met Him in Paris', 'Ivanhoe', 'All the Brothers Were Valiant', 'Midnight Mary', 'The Shop Around the Corner', 'Westward the Women', 'Red Salute', 'Crossfire', 'That Forsyte Woman', 'Adventure in Baltimore', 'Northwest Passage', 'Above and Beyond', 'Billy the Kid', 'Flight Command', 'Broadway Melody of 1936', 'Stand Up and Fight', 'Five Graves to Cairo', 'The Lives of a Bengal Lancer', 'Camille', 'Personal Property', 'Sitting Pretty', 'Back Street', 'Coffin Rock', 'Undercurrent', 'Bombshell']]
Predicted Ans:    Flight Command
Predicted Path:   Three Comrades --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Flight Command
Path (Raw):       Three Comrades --[No Operation]--> Three Comrades --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Flight Command
Neg LogProb(↓):   0.894419
Path Entropy(↓):  2.002814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film t - men were released in which years
Start Entity:     T-Men
Gold Answer:      [['1934', '1944', '1951', '1965', '1932', '1943']]
Predicted Ans:    1947
Predicted Path:   T-Men --[starred_actors]--> Alfred Ryder --[(INV) starred_actors]--> T-Men --[release_year]--> 1947
Path (Raw):       T-Men --[starred_actors]--> Alfred Ryder --[(INV) starred_actors]--> T-Men --[release_year]--> 1947
Neg LogProb(↓):   0.027578
Path Entropy(↓):  0.127645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by aman verma in
Start Entity:     Aman Verma
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Aman Verma --[(INV) starred_actors]--> Baghban --[has_genre]--> Drama
Path (Raw):       Aman Verma --[No Operation]--> Aman Verma --[(INV) starred_actors]--> Baghban --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the this must be the place director
Start Entity:     This Must Be the Place
Gold Answer:      [['Paolo Sorrentino']]
Predicted Ans:    Paolo Sorrentino
Predicted Path:   This Must Be the Place --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[written_by]--> Paolo Sorrentino
Path (Raw):       This Must Be the Place --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[written_by]--> Paolo Sorrentino
Neg LogProb(↓):   0.723666
Path Entropy(↓):  1.295094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by florian henckel von donnersmarck
Start Entity:     Florian Henckel von Donnersmarck
Gold Answer:      [['Angelina Jolie', 'Johnny Depp', 'Sebastian Koch', 'Ulrich Tukur', 'Martina Gedeck', 'Ulrich Mühe']]
Predicted Ans:    Ulrich Tukur
Predicted Path:   Florian Henckel von Donnersmarck --[(INV) written_by]--> The Lives of Others --[starred_actors]--> Ulrich Tukur
Path (Raw):       Florian Henckel von Donnersmarck --[No Operation]--> Florian Henckel von Donnersmarck --[(INV) written_by]--> The Lives of Others --[starred_actors]--> Ulrich Tukur
Neg LogProb(↓):   0.460591
Path Entropy(↓):  0.969373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the eagle
Start Entity:     The Eagle
Gold Answer:      [['Russell Crowe', 'Rachel McAdams', 'Forest Whitaker', 'Saoirse Ronan', 'Helen Mirren', 'Ben Affleck', 'George MacKay', 'Joe Simpson', 'Tom Holland', 'James McAvoy', 'Jude Law']]
Predicted Ans:    Ben Affleck
Predicted Path:   The Eagle --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> State of Play --[starred_actors]--> Ben Affleck
Path (Raw):       The Eagle --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> State of Play --[starred_actors]--> Ben Affleck
Neg LogProb(↓):   0.861568
Path Entropy(↓):  1.631269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in catch and release also appears in which movies
Start Entity:     Catch and Release
Gold Answer:      [['Alexander and the Terrible, Horrible, No Good, Very Bad Day', 'Arthur', 'Hitman', 'The Crazies', 'The Kingdom', 'A Perfect Getaway', 'High Life', 'Daredevil', 'Jay and Silent Bob Strike Back', '13 Going on 30', 'The Girl Next Door', 'Butter', 'The Invention of Lying', 'Elektra', 'I Am Number Four', 'Ghosts of Girlfriends Past', 'TMNT', 'Clerks II', 'Juno']]
Predicted Ans:    Clerks II
Predicted Path:   Catch and Release --[starred_actors]--> Kevin Smith --[(INV) starred_actors]--> Clerks II
Path (Raw):       Catch and Release --[starred_actors]--> Kevin Smith --[No Operation]--> Kevin Smith --[(INV) starred_actors]--> Clerks II
Neg LogProb(↓):   0.879051
Path Entropy(↓):  0.984069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the creature wasn't nice
Start Entity:     The Creature Wasn't Nice
Gold Answer:      [['Cyril Hume', 'Craig Mazin', 'Don Mancini', 'Krzysztof Zanussi', 'Bruce Kimmel', 'Cid Ricketts Sumner', 'Stephen King', 'Pat Proft', 'Mary Chase', 'Joseph Dougherty', 'Robert Zemeckis', 'Bob Gale', 'Bob Logan', 'Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Stephen King
Predicted Path:   The Creature Wasn't Nice --[starred_actors]--> Leslie Nielsen --[(INV) starred_actors]--> Creepshow --[written_by]--> Stephen King
Path (Raw):       The Creature Wasn't Nice --[starred_actors]--> Leslie Nielsen --[(INV) starred_actors]--> Creepshow --[written_by]--> Stephen King
Neg LogProb(↓):   0.602904
Path Entropy(↓):  1.653533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by eric goodman were directed by who
Start Entity:     Eric Goodman
Gold Answer:      [['Mark Griffiths', 'Nanette Burstein']]
Predicted Ans:    Nanette Burstein
Predicted Path:   Eric Goodman --[(INV) written_by]--> Going the Distance --[directed_by]--> Nanette Burstein
Path (Raw):       Eric Goodman --[No Operation]--> Eric Goodman --[(INV) written_by]--> Going the Distance --[directed_by]--> Nanette Burstein
Neg LogProb(↓):   0.030734
Path Entropy(↓):  0.135668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie world war z were in which languages
Start Entity:     World War Z
Gold Answer:      [['Klingon']]
Predicted Ans:    War
Predicted Path:   World War Z --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> Lions for Lambs --[has_genre]--> War
Path (Raw):       World War Z --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> Lions for Lambs --[has_genre]--> War
Neg LogProb(↓):   0.599627
Path Entropy(↓):  1.249124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film black dragons were in which genres
Start Entity:     Black Dragons
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Black Dragons --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> Island of Lost Souls --[has_genre]--> Horror
Path (Raw):       Black Dragons --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> Island of Lost Souls --[has_genre]--> Horror
Neg LogProb(↓):   1.460393
Path Entropy(↓):  2.170353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film doubt
Start Entity:     Doubt
Gold Answer:      [['Susan Seidelman', 'Giancarlo Tallarico', 'Clint Eastwood', 'Mike Nichols', 'Michael Mann', 'Anton Corbijn', 'Matthew Cole Weiss', 'Jerry Zaks', 'Ben Younger', 'David O. Russell', 'Bennett Miller', 'Tamara Jenkins', 'Denis Villeneuve', 'Wes Anderson', 'George Clooney', 'Clare Kilner', 'Daniel Barnz', 'Karel Reisz', 'Robert Redford', 'Wes Craven', 'Jerry Schatzberg', 'Greg MacGillivray', 'Richard LaGravenese', 'Charlie Kaufman', 'Christine Jeffs', 'Nancy Meyers', 'Phyllida Lloyd', 'David Frankel', 'Roger Kumble', 'Joel Schumacher', 'Phillip Noyce', 'James Bobin', 'Kevin Lima', 'Robert Benton', 'Gavin Hood', 'Curtis Hanson', 'Ulu Grosbard', 'Robert Zemeckis', 'Todd Louiso', 'Sidney Lumet', 'Adam Elliot', 'Walter Salles', 'Fred Schepisi', 'Tim Burton', 'John Slattery', 'Anand Tucker', 'Philip Seymour Hoffman', 'Sydney Pollack', 'Stephen Daldry', 'Tate Taylor', 'Bill Eagles', "Pat O'Connor", 'John A. Davis', 'Michael Radford', 'Barbet Schroeder', 'Carl Franklin', 'Zack Snyder', 'Masahiro Shinoda', 'Alan J. Pakula']]
Predicted Ans:    David O. Russell
Predicted Path:   Doubt --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Path (Raw):       Doubt --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[directed_by]--> David O. Russell
Neg LogProb(↓):   0.448535
Path Entropy(↓):  0.702753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by garth eliassen
Start Entity:     Garth Eliassen
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Garth Eliassen --[(INV) written_by]--> Don't Go in the Woods --[release_year]--> 1981
Path (Raw):       Garth Eliassen --[No Operation]--> Garth Eliassen --[(INV) written_by]--> Don't Go in the Woods --[release_year]--> 1981
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does martine beswick appear in
Start Entity:     Martine Beswick
Gold Answer:      [['A Bullet for the General', 'Prehistoric Women']]
Predicted Ans:    Prehistoric Women
Predicted Path:   Martine Beswick --[(INV) starred_actors]--> Prehistoric Women --[starred_actors]--> Martine Beswick --[(INV) starred_actors]--> Prehistoric Women
Path (Raw):       Martine Beswick --[(INV) starred_actors]--> Prehistoric Women --[starred_actors]--> Martine Beswick --[(INV) starred_actors]--> Prehistoric Women
Neg LogProb(↓):   0.460855
Path Entropy(↓):  0.821787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor alan boyce starred together with who
Start Entity:     Alan Boyce
Gold Answer:      [['Pamela Gidley', 'Jennifer Rubin']]
Predicted Ans:    Jennifer Rubin
Predicted Path:   Alan Boyce --[(INV) starred_actors]--> Permanent Record --[starred_actors]--> Jennifer Rubin
Path (Raw):       Alan Boyce --[No Operation]--> Alan Boyce --[(INV) starred_actors]--> Permanent Record --[starred_actors]--> Jennifer Rubin
Neg LogProb(↓):   0.051680
Path Entropy(↓):  0.232198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie ishq released
Start Entity:     Ishq
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Ishq --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       Ishq --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   3.003086
Path Entropy(↓):  4.443360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films haunter are written by who
Start Entity:     Haunter
Gold Answer:      [['Andrew Miller', 'David Hewlett', 'Brian King', 'Vincenzo Natali']]
Predicted Ans:    Vincenzo Natali
Predicted Path:   Haunter --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Nothing --[written_by]--> Vincenzo Natali
Path (Raw):       Haunter --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Nothing --[written_by]--> Vincenzo Natali
Neg LogProb(↓):   0.014978
Path Entropy(↓):  0.090068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did david mandel direct
Start Entity:     David Mandel
Gold Answer:      [['EuroTrip']]
Predicted Ans:    EuroTrip
Predicted Path:   David Mandel --[(INV) directed_by]--> EuroTrip --[directed_by]--> David Mandel --[(INV) directed_by]--> EuroTrip
Path (Raw):       David Mandel --[(INV) directed_by]--> EuroTrip --[directed_by]--> David Mandel --[(INV) directed_by]--> EuroTrip
Neg LogProb(↓):   0.587597
Path Entropy(↓):  0.981455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of rocky v also wrote which movies
Start Entity:     Rocky V
Gold Answer:      [['Cobra', 'Homefront', 'Rambo', 'Rhinestone', 'The Expendables 2', 'Cliffhanger', 'Over the Top', 'Paradise Alley', 'The Expendables 3', 'First Blood', 'Rocky Balboa', 'Rocky II', 'Rocky', 'Rocky III', 'Staying Alive', 'The Expendables', 'Rocky IV', 'Driven']]
Predicted Ans:    Rocky II
Predicted Path:   Rocky V --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II
Path (Raw):       Rocky V --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[No Operation]--> Rocky II
Neg LogProb(↓):   0.333630
Path Entropy(↓):  1.138985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by harry hurwitz
Start Entity:     Harry Hurwitz
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Harry Hurwitz --[(INV) written_by]--> The Projectionist --[release_year]--> 1971
Path (Raw):       Harry Hurwitz --[No Operation]--> Harry Hurwitz --[(INV) written_by]--> The Projectionist --[release_year]--> 1971
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film true lies
Start Entity:     True Lies
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   True Lies --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       True Lies --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   1.805632
Path Entropy(↓):  2.830276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of battle of britain
Start Entity:     Battle of Britain
Gold Answer:      [['Tunes of Glory']]
Predicted Ans:    Tunes of Glory
Predicted Path:   Battle of Britain --[written_by]--> James Kennaway --[(INV) written_by]--> Tunes of Glory
Path (Raw):       Battle of Britain --[No Operation]--> Battle of Britain --[written_by]--> James Kennaway --[(INV) written_by]--> Tunes of Glory
Neg LogProb(↓):   0.281732
Path Entropy(↓):  0.645577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in roger dodger
Start Entity:     Roger Dodger
Gold Answer:      [['1998', '1997', '1975', '2009', '1992', '1989', '2005', '1991', '2010', '1999', '2012', '2011', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Roger Dodger --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[release_year]--> 2009
Path (Raw):       Roger Dodger --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[release_year]--> 2009
Neg LogProb(↓):   0.291408
Path Entropy(↓):  0.801577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with howard stern
Start Entity:     Howard Stern
Gold Answer:      [['Michael Kalesniko', 'Len Blum']]
Predicted Ans:    Howard Stern
Predicted Path:   Howard Stern --[(INV) written_by]--> Private Parts --[written_by]--> Howard Stern
Path (Raw):       Howard Stern --[No Operation]--> Howard Stern --[(INV) written_by]--> Private Parts --[written_by]--> Howard Stern
Neg LogProb(↓):   0.535021
Path Entropy(↓):  0.829454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film pandorum
Start Entity:     Pandorum
Gold Answer:      [['Charles Edward Pogue', 'Richard Jefferies', 'Oren Moverman', 'Alessandro Camon', 'Todd Haynes', 'Paul Jarrico', 'Nel King', 'Marcus Luttrell', 'Jim Kouf', 'Jack Baran', 'Roland Emmerich', 'Oliver Stone', 'Charles Shyer', 'Jim McBride', 'Frank Deford', 'Mark Poirier', 'Boaz Yakin', 'Lawrence Kasdan', 'Steve Tesich', 'Sean McNamara', 'Alan Parker', 'Peter Benchley', 'Erich Kästner', 'Callie Khouri', 'Peter Berg', 'Nancy Meyers', 'Russell Rouse', 'Clarence Greene', 'Harvey Weinstein', 'Leslie Bohem', 'Barry L. Levy', 'Daniel Petrie Jr.', 'Ian Abrams', 'Toby Emmerich', 'Patrick Robinson', 'Carrie Fisher', 'Dan Gordon', 'John Lee Hancock', 'Myra Lewis', 'Lee Sternthal', 'Craig Brewer', 'William Mastrosimone', 'Brian Klugman', 'Carl Gottlieb', 'Charles Leavitt', 'Scott Spiegel', 'David Swift', 'Bethany Hamilton', 'Paul Weitz', 'Stephen Gaghan', 'Tom Wolfe']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Pandorum --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Path (Raw):       Pandorum --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Neg LogProb(↓):   0.617292
Path Entropy(↓):  1.689058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of almost heroes
Start Entity:     Almost Heroes
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Almost Heroes --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[in_language]--> French
Path (Raw):       Almost Heroes --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[in_language]--> French
Neg LogProb(↓):   0.001640
Path Entropy(↓):  0.012147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie laws of attraction
Start Entity:     Laws of Attraction
Gold Answer:      [['1998', '2001', '2003', '2014', '2012']]
Predicted Ans:    2003
Predicted Path:   Laws of Attraction --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Johnny English --[release_year]--> 2003
Path (Raw):       Laws of Attraction --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Johnny English --[release_year]--> 2003
Neg LogProb(↓):   0.564202
Path Entropy(↓):  1.062166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the president's analyst
Start Entity:     The President's Analyst
Gold Answer:      [['Theodore J. Flicker']]
Predicted Ans:    Theodore J. Flicker
Predicted Path:   The President's Analyst --[directed_by]--> Theodore J. Flicker --[(INV) directed_by]--> The President's Analyst --[directed_by]--> Theodore J. Flicker
Path (Raw):       The President's Analyst --[directed_by]--> Theodore J. Flicker --[(INV) directed_by]--> The President's Analyst --[directed_by]--> Theodore J. Flicker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film 54
Start Entity:     54
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   54 --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       54 --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.247463
Path Entropy(↓):  4.464446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed my favorite brunette
Start Entity:     My Favorite Brunette
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   My Favorite Brunette --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> The Great Gatsby --[has_genre]--> Drama
Path (Raw):       My Favorite Brunette --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> The Great Gatsby --[has_genre]--> Drama
Neg LogProb(↓):   0.693828
Path Entropy(↓):  0.699667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is dancer, texas pop. 81
Start Entity:     Dancer, Texas Pop. 81
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Dancer, Texas Pop. 81 --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Dancer, Texas Pop. 81 --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   4.161682
Path Entropy(↓):  5.420937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie the fountain
Start Entity:     The Fountain
Gold Answer:      [['religion', 'darren aronofsky', 'cancer', 'mortality', 'history', 'space', 'love', 'hugh jackman', 'rachel weisz']]
Predicted Ans:    darren aronofsky
Predicted Path:   The Fountain --[has_tags]--> mortality --[(INV) has_tags]--> The Fountain --[has_tags]--> darren aronofsky
Path (Raw):       The Fountain --[has_tags]--> mortality --[(INV) has_tags]--> The Fountain --[has_tags]--> darren aronofsky
Neg LogProb(↓):   1.221775
Path Entropy(↓):  1.380333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by kaycee moore
Start Entity:     Kaycee Moore
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kaycee Moore --[(INV) starred_actors]--> Killer of Sheep --[has_genre]--> Drama
Path (Raw):       Kaycee Moore --[No Operation]--> Kaycee Moore --[(INV) starred_actors]--> Killer of Sheep --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with stephen mcnally
Start Entity:     Stephen McNally
Gold Answer:      [['Alexis Smith', 'Richard Widmark', 'Sidney Poitier', 'Sean Young', 'Will Patton', 'Keith Andes', 'James Stewart', 'Kevin Costner', 'Victor Mature', 'Jan Sterling', 'Linda Darnell', 'Gene Hackman', 'Rutger Hauer', 'Richard Egan', 'Shelley Winters', 'Kim Cattrall']]
Predicted Ans:    James Stewart
Predicted Path:   Stephen McNally --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       Stephen McNally --[No Operation]--> Stephen McNally --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.392198
Path Entropy(↓):  0.630229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by soumitra chatterjee
Start Entity:     Soumitra Chatterjee
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Soumitra Chatterjee --[(INV) starred_actors]--> Charulata --[has_genre]--> Drama
Path (Raw):       Soumitra Chatterjee --[No Operation]--> Soumitra Chatterjee --[(INV) starred_actors]--> Charulata --[has_genre]--> Drama
Neg LogProb(↓):   0.000069
Path Entropy(↓):  0.000770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by lee meriwether
Start Entity:     Lee Meriwether
Gold Answer:      [['Alan Rafkin']]
Predicted Ans:    Alan Rafkin
Predicted Path:   Lee Meriwether --[(INV) starred_actors]--> Angel in My Pocket --[directed_by]--> Alan Rafkin
Path (Raw):       Lee Meriwether --[No Operation]--> Lee Meriwether --[(INV) starred_actors]--> Angel in My Pocket --[directed_by]--> Alan Rafkin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with dev gill
Start Entity:     Dev Gill
Gold Answer:      [['Ram Charan', 'Srihari']]
Predicted Ans:    Dev Gill
Predicted Path:   Dev Gill --[(INV) starred_actors]--> Magadheera --[starred_actors]--> Dev Gill
Path (Raw):       Dev Gill --[No Operation]--> Dev Gill --[(INV) starred_actors]--> Magadheera --[starred_actors]--> Dev Gill
Neg LogProb(↓):   0.008813
Path Entropy(↓):  0.054536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film the 4th floor are written by who
Start Entity:     The 4th Floor
Gold Answer:      [['Barbara Wilson', 'Jon Krakauer', 'Frank Galati', 'Richard Jefferies', 'Leonard Schrader', 'Brent Maddock', 'Manuel Puig', 'Paddy Chayefsky', 'Dick Maas', 'Pete Hamill', 'Richard Rutowski', 'James Cameron', 'Jay Cocks', 'Quentin Tarantino', 'Larry McMurtry', 'Woody Allen', 'Dylan Mohan Gray', 'Sean Penn', 'Alex Proyas', 'Robert Altman', 'Diane Johnson', 'Henry Bean', 'Anna Quindlen', 'Stanley Kubrick', 'Julie Delpy', 'James L. Brooks', 'Karen Croner', 'Oliver Stone', 'David S. Goyer', 'Michael Palin', 'Steve Tesich', 'Lawrence Kasdan', 'Mark Medoff', 'Hesper Anderson', 'Frank Whaley', 'Terry Gilliam', 'Robert Harling', 'John Penney', 'John D. MacDonald', 'Paula Milne', 'Markus Schleinzer', 'Ethan Canin', 'Josh Olson', 'Bruce A. Evans', 'Julie Gavras', 'Robert Harvey', 'Martin Cruz Smith', 'Vince Locke', 'James R. Webb', 'Marco Martins', 'Anne Tyler', 'Christopher McQuarrie', 'Garry Marshall', 'Zak Penn', 'Kat Candler', 'Lem Dobbs', 'John Wagner', 'Peter Hedges', 'Stephen King', 'Edward Anderson', 'Nora Ephron', 'Dennis Potter', 'Lewis Carroll']]
Predicted Ans:    Dick Maas
Predicted Path:   The 4th Floor --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Path (Raw):       The 4th Floor --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Neg LogProb(↓):   0.085532
Path Entropy(↓):  0.390092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by jesus'son actors
Start Entity:     Jesus' Son
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jesus' Son --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[in_language]--> English
Path (Raw):       Jesus' Son --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[in_language]--> English
Neg LogProb(↓):   0.000119
Path Entropy(↓):  0.001202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe samurai reincarnation
Start Entity:     Samurai Reincarnation
Gold Answer:      [['samurai']]
Predicted Ans:    hideo gosha
Predicted Path:   Samurai Reincarnation --[has_tags]--> samurai --[(INV) has_tags]--> Three Outlaw Samurai --[has_tags]--> hideo gosha
Path (Raw):       Samurai Reincarnation --[has_tags]--> samurai --[(INV) has_tags]--> Three Outlaw Samurai --[has_tags]--> hideo gosha
Neg LogProb(↓):   0.247667
Path Entropy(↓):  0.674533
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by robert lindsey
Start Entity:     Robert Lindsey
Gold Answer:      [['John Schlesinger']]
Predicted Ans:    John Schlesinger
Predicted Path:   Robert Lindsey --[(INV) written_by]--> The Falcon and the Snowman --[directed_by]--> John Schlesinger
Path (Raw):       Robert Lindsey --[No Operation]--> Robert Lindsey --[(INV) written_by]--> The Falcon and the Snowman --[directed_by]--> John Schlesinger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in i, frankenstein
Start Entity:     I, Frankenstein
Gold Answer:      [['E. Elias Merhige', 'Philipp Stölzl', 'Sarah Smith', 'Joshua Michael Stern', 'Brandon Camp', 'Barry Cook', 'John Cameron Mitchell', 'Bernie Goldmann', 'Christopher Nolan', 'Antoine Fuqua', 'John Woo', 'David Hare', 'John Duigan', 'Tim Fywell', 'Jonathan Lynn', 'David Yates', 'Scott Hicks', 'Shirley Barrett', 'Melisa Wallack', 'Bryan Singer', 'Richard Curtis', 'Jason Reitman', 'Hans Canosa', 'Daina Reid', 'Neil LaBute', 'Brian De Palma']]
Predicted Ans:    Hans Canosa
Predicted Path:   I, Frankenstein --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Conversations with Other Women --[directed_by]--> Hans Canosa
Path (Raw):       I, Frankenstein --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Conversations with Other Women --[directed_by]--> Hans Canosa
Neg LogProb(↓):   0.105545
Path Entropy(↓):  0.372995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the red balloon also directed which films
Start Entity:     The Red Balloon
Gold Answer:      [['White Mane']]
Predicted Ans:    The Red Balloon
Predicted Path:   The Red Balloon --[directed_by]--> Albert Lamorisse --[(INV) directed_by]--> The Red Balloon
Path (Raw):       The Red Balloon --[directed_by]--> Albert Lamorisse --[(INV) directed_by]--> The Red Balloon --[No Operation]--> The Red Balloon
Neg LogProb(↓):   0.061450
Path Entropy(↓):  0.225875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film down to the bone
Start Entity:     Down to the Bone
Gold Answer:      [['David Dobkin', 'George Ratliff', 'Adam Rodgers', 'Nae Caranfil', 'Glenn German', 'Greg Pritikin', 'Ben Ripley', 'Mark Poirier']]
Predicted Ans:    Greg Pritikin
Predicted Path:   Down to the Bone --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Dummy --[written_by]--> Greg Pritikin
Path (Raw):       Down to the Bone --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Dummy --[written_by]--> Greg Pritikin
Neg LogProb(↓):   0.016288
Path Entropy(↓):  0.102984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of blue valentine
Start Entity:     Blue Valentine
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Blue Valentine --[written_by]--> Derek Cianfrance --[(INV) written_by]--> The Place Beyond the Pines --[has_genre]--> Drama
Path (Raw):       Blue Valentine --[written_by]--> Derek Cianfrance --[(INV) written_by]--> The Place Beyond the Pines --[has_genre]--> Drama
Neg LogProb(↓):   0.051729
Path Entropy(↓):  0.265535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is if you could only cook
Start Entity:     If You Could Only Cook
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   If You Could Only Cook --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Path (Raw):       If You Could Only Cook --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Neg LogProb(↓):   3.034529
Path Entropy(↓):  4.519582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by vengeance valley actors
Start Entity:     Vengeance Valley
Gold Answer:      [['St. Clair McKelway', "Frank O'Rourke", 'Arthur Hailey', 'N. Richard Nash', 'Waldo Salt', 'Edward Anhalt', 'Aleksandr Gordon', 'Ernest Hemingway', 'Ernest Lehman', 'James Jones', 'Alan Sharp', 'John Guare', 'Clifford Odets', 'Ketti Frings', 'William Eastlake', 'Lucille Fletcher', 'Leon Uris', 'Andrei Tarkovsky', 'Bill Forsyth', 'Rod Serling', 'Sinclair Lewis', 'Giuseppe Tomasi di Lampedusa', 'John Cheever', 'Charles W. Bailey II', 'Fletcher Knebel', 'Ron Hutchinson', 'Tennessee Williams', 'Luchino Visconti', 'Don Tracy', 'Thomas E. Gaddis', 'Francis Ford Coppola', 'John Grisham', 'Felix Holt', 'Hal Kanter', 'Guy Trosper', 'Daniel Fuchs', 'H.G. Wells', 'Anthony Veiller', 'James Drought', 'Alan Le May', 'William Inge', 'Max Catto', 'Eleanor Perry', 'Rose Valland', 'Frank Davis', 'Franklin Coen', 'Walter Wager', 'Daniel Ford', 'Borden Chase', 'George Seaton', 'Richard Stanley', 'Elmore Leonard', "Liam O'Brien", 'Richard Brooks', 'Abby Mann', 'Evan Hunter', 'Willis Goldbeck']]
Predicted Ans:    Lucille Fletcher
Predicted Path:   Vengeance Valley --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Sorry, Wrong Number --[written_by]--> Lucille Fletcher
Path (Raw):       Vengeance Valley --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Sorry, Wrong Number --[written_by]--> Lucille Fletcher
Neg LogProb(↓):   1.692227
Path Entropy(↓):  2.289429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by paul gegauff
Start Entity:     Paul Gégauff
Gold Answer:      [['Danièle Gégauff']]
Predicted Ans:    Paul Gégauff
Predicted Path:   Paul Gégauff --[(INV) written_by]--> Pleasure Party --[starred_actors]--> Paul Gégauff
Path (Raw):       Paul Gégauff --[No Operation]--> Paul Gégauff --[(INV) written_by]--> Pleasure Party --[starred_actors]--> Paul Gégauff
Neg LogProb(↓):   0.050400
Path Entropy(↓):  0.196193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies acted by rex thompson release
Start Entity:     Rex Thompson
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Rex Thompson --[(INV) starred_actors]--> All Mine to Give --[release_year]--> 1957
Path (Raw):       Rex Thompson --[No Operation]--> Rex Thompson --[(INV) starred_actors]--> All Mine to Give --[release_year]--> 1957
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the most dangerous game written by
Start Entity:     The Most Dangerous Game
Gold Answer:      [['Richard Connell']]
Predicted Ans:    Richard Connell
Predicted Path:   The Most Dangerous Game --[written_by]--> Richard Connell --[(INV) written_by]--> Two Girls and a Sailor --[written_by]--> Richard Connell
Path (Raw):       The Most Dangerous Game --[written_by]--> Richard Connell --[(INV) written_by]--> Two Girls and a Sailor --[written_by]--> Richard Connell
Neg LogProb(↓):   0.104940
Path Entropy(↓):  0.403049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with chris noth
Start Entity:     Chris Noth
Gold Answer:      [['Hilary Duff', 'Heather Locklear']]
Predicted Ans:    Hilary Duff
Predicted Path:   Chris Noth --[(INV) starred_actors]--> The Perfect Man --[starred_actors]--> Hilary Duff
Path (Raw):       Chris Noth --[No Operation]--> Chris Noth --[(INV) starred_actors]--> The Perfect Man --[starred_actors]--> Hilary Duff
Neg LogProb(↓):   0.000471
Path Entropy(↓):  0.004159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in kuch kuch hota hai
Start Entity:     Kuch Kuch Hota Hai
Gold Answer:      [['English', 'Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Path (Raw):       Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Neg LogProb(↓):   0.003819
Path Entropy(↓):  0.028167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by robin tunney in
Start Entity:     Robin Tunney
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Robin Tunney --[(INV) starred_actors]--> Vertical Limit --[has_genre]--> Action
Path (Raw):       Robin Tunney --[No Operation]--> Robin Tunney --[(INV) starred_actors]--> Vertical Limit --[has_genre]--> Action
Neg LogProb(↓):   0.583882
Path Entropy(↓):  0.692140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of betsy's wedding
Start Entity:     Betsy's Wedding
Gold Answer:      [['Jerry Schatzberg', 'Alan Alda']]
Predicted Ans:    Jerry Schatzberg
Predicted Path:   Betsy's Wedding --[written_by]--> Alan Alda --[(INV) written_by]--> The Seduction of Joe Tynan --[directed_by]--> Jerry Schatzberg
Path (Raw):       Betsy's Wedding --[written_by]--> Alan Alda --[(INV) written_by]--> The Seduction of Joe Tynan --[directed_by]--> Jerry Schatzberg
Neg LogProb(↓):   1.261737
Path Entropy(↓):  1.373285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director neil jordan co - directed movies with who
Start Entity:     Neil Jordan
Gold Answer:      [["Robert Vincent O'Neill", 'Edward Dmytryk', 'Michael Curtiz', 'Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Neil Jordan --[(INV) directed_by]--> Angel --[directed_by]--> Ernst Lubitsch
Path (Raw):       Neil Jordan --[No Operation]--> Neil Jordan --[(INV) directed_by]--> Angel --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.320256
Path Entropy(↓):  1.061667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is essential killing in
Start Entity:     Essential Killing
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Essential Killing --[in_language]--> Polish --[(INV) in_language]--> Vabank --[in_language]--> Polish
Path (Raw):       Essential Killing --[in_language]--> Polish --[(INV) in_language]--> Vabank --[in_language]--> Polish
Neg LogProb(↓):   0.716273
Path Entropy(↓):  0.943050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films when will i be loved are written by who
Start Entity:     When Will I Be Loved
Gold Answer:      [['Pietro Germi', 'James Toback', 'José Torres']]
Predicted Ans:    James Toback
Predicted Path:   When Will I Be Loved --[directed_by]--> James Toback --[(INV) directed_by]--> Exposed --[written_by]--> James Toback
Path (Raw):       When Will I Be Loved --[directed_by]--> James Toback --[(INV) directed_by]--> Exposed --[written_by]--> James Toback
Neg LogProb(↓):   0.658103
Path Entropy(↓):  1.200392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie lust for life
Start Entity:     Lust for Life
Gold Answer:      [['Irving Stone', 'Norman Corwin']]
Predicted Ans:    Irving Stone
Predicted Path:   Lust for Life --[written_by]--> Irving Stone --[(INV) written_by]--> The Agony and the Ecstasy --[written_by]--> Irving Stone
Path (Raw):       Lust for Life --[written_by]--> Irving Stone --[(INV) written_by]--> The Agony and the Ecstasy --[written_by]--> Irving Stone
Neg LogProb(↓):   0.030312
Path Entropy(↓):  0.138807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film dennis the menace starred which actors
Start Entity:     Dennis the Menace
Gold Answer:      [['Mason Gamble', 'Walter Matthau']]
Predicted Ans:    Walter Matthau
Predicted Path:   Dennis the Menace --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Path (Raw):       Dennis the Menace --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   1.064280
Path Entropy(↓):  2.061962
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie feet first
Start Entity:     Feet First
Gold Answer:      [['Harold Lloyd']]
Predicted Ans:    Harold Lloyd
Predicted Path:   Feet First --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Kid Brother --[starred_actors]--> Harold Lloyd
Path (Raw):       Feet First --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Kid Brother --[starred_actors]--> Harold Lloyd
Neg LogProb(↓):   0.285674
Path Entropy(↓):  0.776484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter john brophy co - wrote movies with who
Start Entity:     John Brophy
Gold Answer:      [['Richard Maibaum', 'Howard Clewes']]
Predicted Ans:    Richard Maibaum
Predicted Path:   John Brophy --[(INV) written_by]--> The Day They Robbed the Bank of England --[written_by]--> Richard Maibaum
Path (Raw):       John Brophy --[No Operation]--> John Brophy --[(INV) written_by]--> The Day They Robbed the Bank of England --[written_by]--> Richard Maibaum
Neg LogProb(↓):   0.010342
Path Entropy(↓):  0.060220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by john erman
Start Entity:     John Erman
Gold Answer:      [['John Goodman', 'Alec Baldwin', 'Diane Lane', 'Trini Alvarado', 'Karl Malden', 'Marlon Brando', 'Bette Midler', 'Jessica Lange', 'Kim Hunter', 'Vivien Leigh', 'Stephen Collins', 'Treat Williams']]
Predicted Ans:    Marlon Brando
Predicted Path:   John Erman --[(INV) directed_by]--> A Streetcar Named Desire --[starred_actors]--> Marlon Brando
Path (Raw):       John Erman --[No Operation]--> John Erman --[(INV) directed_by]--> A Streetcar Named Desire --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   0.689740
Path Entropy(↓):  1.158924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote tension
Start Entity:     Tension
Gold Answer:      [['Loretta Young', 'Robert Paige', 'Deanna Durbin', 'Joseph Cotten', 'Doris Day', 'Virginia Mayo', 'Gordon MacRae', 'Gene Nelson', 'Ethel Barrymore', 'Akim Tamiroff', 'Charles Bickford']]
Predicted Ans:    Deanna Durbin
Predicted Path:   Tension --[written_by]--> John D. Klorer --[(INV) written_by]--> Can't Help Singing --[starred_actors]--> Deanna Durbin
Path (Raw):       Tension --[written_by]--> John D. Klorer --[(INV) written_by]--> Can't Help Singing --[starred_actors]--> Deanna Durbin
Neg LogProb(↓):   0.403998
Path Entropy(↓):  0.829486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with melancholia fall under
Start Entity:     Melancholia
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Melancholia --[written_by]--> Lars von Trier --[(INV) written_by]--> The Boss of It All --[has_genre]--> Comedy
Path (Raw):       Melancholia --[written_by]--> Lars von Trier --[(INV) written_by]--> The Boss of It All --[has_genre]--> Comedy
Neg LogProb(↓):   0.000087
Path Entropy(↓):  0.000967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of they only kill their masters
Start Entity:     They Only Kill Their Masters
Gold Answer:      [['Timothy Bottoms', 'Anthony Franciosa', 'Richard Widmark', 'Henry Fonda', 'George Segal', 'Michael Sarrazin']]
Predicted Ans:    James Garner
Predicted Path:   They Only Kill Their Masters --[directed_by]--> James Goldstone --[(INV) directed_by]--> They Only Kill Their Masters --[starred_actors]--> James Garner
Path (Raw):       They Only Kill Their Masters --[directed_by]--> James Goldstone --[(INV) directed_by]--> They Only Kill Their Masters --[starred_actors]--> James Garner
Neg LogProb(↓):   0.078596
Path Entropy(↓):  0.352819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film righteous kill
Start Entity:     Righteous Kill
Gold Answer:      [['1997', '2001', '1991', '1994', '2007']]
Predicted Ans:    2008
Predicted Path:   Righteous Kill --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Righteous Kill --[release_year]--> 2008
Path (Raw):       Righteous Kill --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Righteous Kill --[release_year]--> 2008
Neg LogProb(↓):   0.588811
Path Entropy(↓):  1.182700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the courtship of eddie's father also directed which films
Start Entity:     The Courtship of Eddie's Father
Gold Answer:      [['Home from the Hill', 'The Reluctant Debutante', 'Madame Bovary', 'Yolanda and the Thief', 'The Long, Long Trailer', 'Meet Me in St. Louis', 'On a Clear Day You Can See Forever', 'The Sandpiper', 'The Bad and the Beautiful', 'Designing Woman', 'Gigi', 'The Cobweb', 'Ziegfeld Follies', 'Tea and Sympathy', 'The Story of Three Loves', 'An American in Paris', 'Brigadoon', 'Father of the Bride', 'The Clock', 'Bells Are Ringing', 'Lust for Life', 'Two Weeks in Another Town', "Father's Little Dividend", 'Some Came Running', 'Undercurrent']]
Predicted Ans:    An American in Paris
Predicted Path:   The Courtship of Eddie's Father --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> An American in Paris
Path (Raw):       The Courtship of Eddie's Father --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> An American in Paris --[No Operation]--> An American in Paris
Neg LogProb(↓):   0.768007
Path Entropy(↓):  2.137774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed son of flubber
Start Entity:     Son of Flubber
Gold Answer:      [['French', 'English', 'Irish']]
Predicted Ans:    English
Predicted Path:   Son of Flubber --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Mary Poppins --[in_language]--> English
Path (Raw):       Son of Flubber --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> Mary Poppins --[in_language]--> English
Neg LogProb(↓):   0.887500
Path Entropy(↓):  0.680830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by tom waits were in which genres
Start Entity:     Tom Waits
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tom Waits --[(INV) starred_actors]--> The Tiger and the Snow --[has_genre]--> Comedy
Path (Raw):       Tom Waits --[No Operation]--> Tom Waits --[(INV) starred_actors]--> The Tiger and the Snow --[has_genre]--> Comedy
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote mio in the land of faraway
Start Entity:     Mio in the Land of Faraway
Gold Answer:      [['Lasse Hallström', 'Ken Annakin', 'Olle Hellbom']]
Predicted Ans:    Olle Hellbom
Predicted Path:   Mio in the Land of Faraway --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The Brothers Lionheart --[directed_by]--> Olle Hellbom
Path (Raw):       Mio in the Land of Faraway --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The Brothers Lionheart --[directed_by]--> Olle Hellbom
Neg LogProb(↓):   0.406732
Path Entropy(↓):  0.924934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by richard reitinger
Start Entity:     Richard Reitinger
Gold Answer:      [['Nastassja Kinski', 'Bruno Ganz', 'Otto Sander']]
Predicted Ans:    Bruno Ganz
Predicted Path:   Richard Reitinger --[(INV) written_by]--> Faraway, So Close! --[starred_actors]--> Bruno Ganz
Path (Raw):       Richard Reitinger --[No Operation]--> Richard Reitinger --[(INV) written_by]--> Faraway, So Close! --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   0.000878
Path Entropy(↓):  0.007058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the night visitor
Start Entity:     The Night Visitor
Gold Answer:      [['Aram Avakian', 'José Ferrer', 'John Huston', 'Michael Anderson', 'Georg Maas', 'Steven Hentges', 'David Lean', 'Carol Reed', 'William Friedkin', 'Frank Launder', 'Lewis Milestone', 'Charles Jarrott', 'Bernhard Wicki', 'Mark Robson', 'Ingmar Bergman', 'Frank Lloyd', 'Bille August', 'Bernt Amadeus Capra', 'Michael Curtiz', 'Frank Capra', 'George Roy Hill', 'Jack Cardiff', 'Henning Carlsen', 'Steven Spielberg', 'Sidney Gilliat', 'Sidney Lumet', 'Tinto Brass', 'Rick Moranis', 'Jan Troell', 'Sydney Pollack', 'Dick Richards', 'Dave Thomas', 'Steve McQueen', 'Vincent Ward', 'Mike Hodges']]
Predicted Ans:    Georg Maas
Predicted Path:   The Night Visitor --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Path (Raw):       The Night Visitor --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Neg LogProb(↓):   0.220167
Path Entropy(↓):  0.732272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the night of the generals actors release
Start Entity:     The Night of the Generals
Gold Answer:      [['1980', '1970', '2003', '1936', '2006', '1985', '1967', '1979', '1974', '1984', '1977', '2007', '1968', '1963', '1998', '2009', '2004', '1982', '1931', '1983', '1972', '1971', '1990', '1981', '2012', '1986', '1962', '1988', '1978', '1964', '1975', '1966', '1960', '1991', '1965', '1987', '1969']]
Predicted Ans:    1988
Predicted Path:   The Night of the Generals --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice --[release_year]--> 1988
Path (Raw):       The Night of the Generals --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice --[release_year]--> 1988
Neg LogProb(↓):   1.861049
Path Entropy(↓):  2.886475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is all for the winner in
Start Entity:     All for the Winner
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   All for the Winner --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       All for the Winner --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.662796
Path Entropy(↓):  4.584570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by fresh horses actors
Start Entity:     Fresh Horses
Gold Answer:      [['Robert Wise', 'James Toback', 'Joel Schumacher', 'Frank Borzage', 'Kimble Rendall', 'George Hickenlooper', 'Michael Gottlieb', 'Ted Kotcheff', 'John Frankenheimer', 'Lewis John Carlino', 'Howard Deutch', 'John Hughes', 'Cindy Sherman']]
Predicted Ans:    John Hughes
Predicted Path:   Fresh Horses --[starred_actors]--> Molly Ringwald --[(INV) starred_actors]--> Sixteen Candles --[directed_by]--> John Hughes
Path (Raw):       Fresh Horses --[starred_actors]--> Molly Ringwald --[(INV) starred_actors]--> Sixteen Candles --[directed_by]--> John Hughes
Neg LogProb(↓):   0.155349
Path Entropy(↓):  0.541303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did nima nourizadeh direct
Start Entity:     Nima Nourizadeh
Gold Answer:      [['Project X']]
Predicted Ans:    Project X
Predicted Path:   Nima Nourizadeh --[(INV) directed_by]--> Project X --[written_by]--> Matt Drake --[(INV) written_by]--> Project X
Path (Raw):       Nima Nourizadeh --[(INV) directed_by]--> Project X --[written_by]--> Matt Drake --[(INV) written_by]--> Project X
Neg LogProb(↓):   0.135068
Path Entropy(↓):  0.395630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by gerard depardieu were in which languages
Start Entity:     Gérard Depardieu
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Path (Raw):       Gérard Depardieu --[No Operation]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Neg LogProb(↓):   0.347962
Path Entropy(↓):  1.001774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in quicksilver
Start Entity:     Quicksilver
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Quicksilver --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[in_language]--> French
Path (Raw):       Quicksilver --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[in_language]--> French
Neg LogProb(↓):   0.243446
Path Entropy(↓):  0.539264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film pontiac moon
Start Entity:     Pontiac Moon
Gold Answer:      [['1980', '2003', '1993', '1985', '1979', '2007', '1998', '2009', '1994', '1983', '1995', '1990', '1989', '1996', '1981', '1978', '2005', '1987', '1986']]
Predicted Ans:    1989
Predicted Path:   Pontiac Moon --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Parenthood --[release_year]--> 1989
Path (Raw):       Pontiac Moon --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Parenthood --[release_year]--> 1989
Neg LogProb(↓):   0.531741
Path Entropy(↓):  1.237825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by tunes of glory actors release
Start Entity:     Tunes of Glory
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '1959', '1936', '2006', '1998', '1957', '1951', '2004', '1982', '1953', '1947', '1956', '1983', '1948', '1990', '2012', '1955', '1964', '1949', '1975', '1966', '1950', '1960', '2005', '1999', '1945', '1986', '1958']]
Predicted Ans:    1954
Predicted Path:   Tunes of Glory --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[release_year]--> 1954
Path (Raw):       Tunes of Glory --[starred_actors]--> John Mills --[(INV) starred_actors]--> Hobson's Choice --[release_year]--> 1954
Neg LogProb(↓):   0.618821
Path Entropy(↓):  1.522894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by chance actors
Start Entity:     Chance
Gold Answer:      [['C. Jay Cox']]
Predicted Ans:    Amber Benson
Predicted Path:   Chance --[starred_actors]--> James Marsters --[(INV) starred_actors]--> Chance --[directed_by]--> Amber Benson
Path (Raw):       Chance --[starred_actors]--> James Marsters --[(INV) starred_actors]--> Chance --[directed_by]--> Amber Benson
Neg LogProb(↓):   0.000128
Path Entropy(↓):  0.001277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies can be described by joseph h. lewis
Start Entity:     joseph h. lewis
Gold Answer:      [['My Name Is Julia Ross', 'Gun Crazy', 'Pride of the Bowery', 'The Big Combo']]
Predicted Ans:    Pride of the Bowery
Predicted Path:   joseph h. lewis --[(INV) has_tags]--> Pride of the Bowery --[has_tags]--> joseph h. lewis --[(INV) has_tags]--> Pride of the Bowery
Path (Raw):       joseph h. lewis --[(INV) has_tags]--> Pride of the Bowery --[has_tags]--> joseph h. lewis --[(INV) has_tags]--> Pride of the Bowery
Neg LogProb(↓):   0.247531
Path Entropy(↓):  0.753313
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the mosquito net
Start Entity:     The Mosquito Net
Gold Answer:      [['Agustí Vila']]
Predicted Ans:    Agustí Vila
Predicted Path:   The Mosquito Net --[written_by]--> Agustí Vila --[(INV) written_by]--> The Mosquito Net --[written_by]--> Agustí Vila
Path (Raw):       The Mosquito Net --[written_by]--> Agustí Vila --[(INV) written_by]--> The Mosquito Net --[written_by]--> Agustí Vila
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did paul hoen direct
Start Entity:     Paul Hoen
Gold Answer:      [['Tru Confessions']]
Predicted Ans:    Tru Confessions
Predicted Path:   Paul Hoen --[(INV) directed_by]--> Tru Confessions --[directed_by]--> Paul Hoen --[(INV) directed_by]--> Tru Confessions
Path (Raw):       Paul Hoen --[(INV) directed_by]--> Tru Confessions --[directed_by]--> Paul Hoen --[(INV) directed_by]--> Tru Confessions
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of defenders of riga also wrote movies
Start Entity:     Defenders of Riga
Gold Answer:      [['Dream Team 1935']]
Predicted Ans:    Defenders of Riga
Predicted Path:   Defenders of Riga --[written_by]--> Aigars Grauba --[(INV) written_by]--> Defenders of Riga
Path (Raw):       Defenders of Riga --[written_by]--> Aigars Grauba --[(INV) written_by]--> Defenders of Riga --[No Operation]--> Defenders of Riga
Neg LogProb(↓):   0.000198
Path Entropy(↓):  0.001886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that have the same screenwriter of the turning point
Start Entity:     The Turning Point
Gold Answer:      [['Gypsy', 'Summertime', 'Bonjour Tristesse', 'Home of the Brave', 'West Side Story', 'The Way We Were', 'Rope']]
Predicted Ans:    Home of the Brave
Predicted Path:   The Turning Point --[written_by]--> Arthur Laurents --[(INV) written_by]--> Home of the Brave
Path (Raw):       The Turning Point --[written_by]--> Arthur Laurents --[(INV) written_by]--> Home of the Brave --[No Operation]--> Home of the Brave
Neg LogProb(↓):   0.212701
Path Entropy(↓):  0.795194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by shaun dooley
Start Entity:     Shaun Dooley
Gold Answer:      [['Paul Van Carter']]
Predicted Ans:    Paul Van Carter
Predicted Path:   Shaun Dooley --[(INV) starred_actors]--> Offender --[written_by]--> Paul Van Carter
Path (Raw):       Shaun Dooley --[No Operation]--> Shaun Dooley --[(INV) starred_actors]--> Offender --[written_by]--> Paul Van Carter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer roy boulting
Start Entity:     Roy Boulting
Gold Answer:      [['Hayley Mills', 'Hywel Bennett', 'Billie Whitelaw']]
Predicted Ans:    Billie Whitelaw
Predicted Path:   Roy Boulting --[(INV) written_by]--> Twisted Nerve --[starred_actors]--> Billie Whitelaw
Path (Raw):       Roy Boulting --[No Operation]--> Roy Boulting --[(INV) written_by]--> Twisted Nerve --[starred_actors]--> Billie Whitelaw
Neg LogProb(↓):   0.194793
Path Entropy(↓):  0.506245
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by pablo echarri
Start Entity:     Pablo Echarri
Gold Answer:      [['2006', '2005', '2009']]
Predicted Ans:    2005
Predicted Path:   Pablo Echarri --[(INV) starred_actors]--> The Method --[release_year]--> 2005
Path (Raw):       Pablo Echarri --[No Operation]--> Pablo Echarri --[(INV) starred_actors]--> The Method --[release_year]--> 2005
Neg LogProb(↓):   0.298675
Path Entropy(↓):  0.688693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by overnight delivery actors
Start Entity:     Overnight Delivery
Gold Answer:      [['Romance', 'Family', 'Music', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Overnight Delivery --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Mud --[has_genre]--> Drama
Path (Raw):       Overnight Delivery --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Mud --[has_genre]--> Drama
Neg LogProb(↓):   0.145331
Path Entropy(↓):  0.615720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of it's a disaster
Start Entity:     It's a Disaster
Gold Answer:      [['2005', '2009']]
Predicted Ans:    2009
Predicted Path:   It's a Disaster --[written_by]--> Todd Berger --[(INV) written_by]--> The Scenesters --[release_year]--> 2009
Path (Raw):       It's a Disaster --[written_by]--> Todd Berger --[(INV) written_by]--> The Scenesters --[release_year]--> 2009
Neg LogProb(↓):   0.961578
Path Entropy(↓):  1.090410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did walter huston star in
Start Entity:     Walter Huston
Gold Answer:      [['The Devil and Daniel Webster', 'The Outlaw', 'The Great Sinner', 'The Criminal Code', 'Summer Holiday', 'The Beast of the City', 'Dodsworth', 'The Star Witness', 'And Then There Were None', 'Gabriel Over the White House', 'Kongo', 'Swamp Water', 'Edge of Darkness', 'The Furies', 'Yankee Doodle Dandy', 'Of Human Hearts', 'The Treasure of the Sierra Madre', 'Dragonwyck', 'The Shanghai Gesture', 'The North Star', 'American Madness']]
Predicted Ans:    The Devil and Daniel Webster
Predicted Path:   Walter Huston --[(INV) starred_actors]--> The Devil and Daniel Webster --[written_by]--> Dan Totheroh --[(INV) written_by]--> The Devil and Daniel Webster
Path (Raw):       Walter Huston --[(INV) starred_actors]--> The Devil and Daniel Webster --[written_by]--> Dan Totheroh --[(INV) written_by]--> The Devil and Daniel Webster
Neg LogProb(↓):   0.535475
Path Entropy(↓):  1.344304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the hot rock
Start Entity:     The Hot Rock
Gold Answer:      [['French', 'German']]
Predicted Ans:    German
Predicted Path:   The Hot Rock --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Path (Raw):       The Hot Rock --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Neg LogProb(↓):   0.044234
Path Entropy(↓):  0.230606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by lance comfort
Start Entity:     Lance Comfort
Gold Answer:      [['Eric Ambler']]
Predicted Ans:    Eric Ambler
Predicted Path:   Lance Comfort --[(INV) directed_by]--> Hotel Reserve --[written_by]--> Eric Ambler
Path (Raw):       Lance Comfort --[No Operation]--> Lance Comfort --[(INV) directed_by]--> Hotel Reserve --[written_by]--> Eric Ambler
Neg LogProb(↓):   0.052321
Path Entropy(↓):  0.212421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote lonely are the brave
Start Entity:     Lonely Are the Brave
Gold Answer:      [['David Miller', 'Mervyn LeRoy', 'Edward Dmytryk', 'Stanley Kubrick', 'Joseph Zito', 'Wesley Ruggles', 'Otto Preminger', 'Robert Aldrich', 'William Wyler', 'Joseph Anthony', 'Joseph H. Lewis', 'Joseph Losey', 'John Berry', 'Dalton Trumbo', 'Victor Fleming']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Lonely Are the Brave --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Johnny Got His Gun --[directed_by]--> Dalton Trumbo
Path (Raw):       Lonely Are the Brave --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Johnny Got His Gun --[directed_by]--> Dalton Trumbo
Neg LogProb(↓):   0.431710
Path Entropy(↓):  0.965872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film that's life! are directed by who
Start Entity:     That's Life!
Gold Answer:      [['Robert Wise', 'George Cukor', 'James Foley', 'Andrew Adamson', 'Conrad Vernon', 'Kelly Asbury', 'Delmer Daves', 'Stuart Rosenberg', 'Mervyn LeRoy', 'Gilles Mimouni', 'François Truffaut', 'Richard Quine', 'Blake Edwards', 'Donald Petrie', 'Robert Altman', 'Mick Jackson', 'Jerry Jameson', 'Félix Enríquez Alcalá', 'Billy Wilder', 'Lewis Milestone', 'John Ford', 'Mark Robson', 'Stanley Kramer', 'Gary David Goldberg', 'Martha Coolidge', 'George Roy Hill', 'Walter Bernstein', 'Joshua Logan', 'Harvey Miller', 'Howard Deutch', 'Alexander Hall', 'John G. Avildsen', 'Robert Parrish', 'Gene Saks', 'Garry Marshall', 'Alfred Hitchcock', 'Glenn Jordan', 'David Swift', 'Robert Stevenson', 'Arthur Hiller', 'James Bridges']]
Predicted Ans:    Blake Edwards
Predicted Path:   That's Life! --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Path (Raw):       That's Life! --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.986305
Path Entropy(↓):  1.969160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film seven days to noon
Start Entity:     Seven Days to Noon
Gold Answer:      [['1968', '1970', '1951', '1942', '1959', '2010', '1947']]
Predicted Ans:    1970
Predicted Path:   Seven Days to Noon --[directed_by]--> Roy Boulting --[(INV) directed_by]--> There's a Girl in My Soup --[release_year]--> 1970
Path (Raw):       Seven Days to Noon --[directed_by]--> Roy Boulting --[(INV) directed_by]--> There's a Girl in My Soup --[release_year]--> 1970
Neg LogProb(↓):   0.605827
Path Entropy(↓):  1.132423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of cornered
Start Entity:     Cornered
Gold Answer:      [['Robert Young', 'Anne Baxter', 'Fred MacMurray', 'José Ferrer', 'Peter Falk', 'Gene Tierney', 'Claire Trevor', 'Van Johnson', 'Henry Fonda', 'Susan Hayward', 'John Carradine', 'Robert Wagner', 'Elizabeth Taylor', 'Julianne Moore', 'Marlon Brando', 'Raquel Welch', 'Alan Ladd', 'Ginger Rogers', 'Gregory Peck', 'Ralph Fiennes', 'Jane Fonda', 'Lee J. Cobb', 'Anthony Quinn', 'Richard Widmark', 'Adolphe Menjou', 'Robert Mitchum', 'Stephen Rea', 'Montgomery Clift', 'Dick Powell', 'Capucine', 'Dean Martin', 'Richard E. Grant', 'Marie Windsor', 'Bette Davis', 'Eva Marie Saint', 'Lee Marvin', 'George Peppard', 'Gloria Grahame', 'Peter Cushing', 'Anne Shirley', 'Diane Baker', 'Arthur Franz', 'Stephen Boyd', 'Lori Singer', 'Robert Ryan', 'John Wayne', 'John Mills', 'Ricardo Montalban', 'Joey Heatherton', 'Maximilian Schell', 'Lea Padovani', 'Kevin McCarthy', 'Carroll Baker', 'Agnes Moorehead', 'Akim Tamiroff', 'Brigitte Bardot', 'Walter Matthau', 'Jack Hawkins', 'Boris Karloff', 'Ruth Hussey', 'Richard Burton', 'Sean Connery', 'Laurence Harvey', 'Jean Peters', 'Clark Gable', 'George Kennedy', 'Humphrey Bogart', 'Spencer Tracy', 'Gerald Mohr', 'Mike Connors', 'Deborah Kerr', 'Julian Sands']]
Predicted Ans:    Dick Powell
Predicted Path:   Cornered --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Cornered --[starred_actors]--> Dick Powell
Path (Raw):       Cornered --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Cornered --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.010950
Path Entropy(↓):  0.070955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the life and death of peter sellers director
Start Entity:     The Life and Death of Peter Sellers
Gold Answer:      [['Family', 'Drama', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Under Suspicion --[has_genre]--> Drama
Path (Raw):       The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Under Suspicion --[has_genre]--> Drama
Neg LogProb(↓):   0.217849
Path Entropy(↓):  0.752013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the scarecrow
Start Entity:     The Scarecrow
Gold Answer:      [['1980', '1970', '1923', '1920', '1979', '1974', '1984', '1977', '1998', '1933', '1982', '2014', '1976', '1948', '1990', '1989', '1921', '1918', '1926', '1981', '1922', '1975', '1966', '2005', '1952', '1991', '1925', '1929', '1986', '1928', '1930']]
Predicted Ans:    1974
Predicted Path:   The Scarecrow --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[release_year]--> 1974
Path (Raw):       The Scarecrow --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[release_year]--> 1974
Neg LogProb(↓):   1.072909
Path Entropy(↓):  1.328507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jim fletcher co - starred with who
Start Entity:     Jim Fletcher
Gold Answer:      [['Linas Phillips']]
Predicted Ans:    Jim Fletcher
Predicted Path:   Jim Fletcher --[(INV) starred_actors]--> Bass Ackwards --[starred_actors]--> Jim Fletcher
Path (Raw):       Jim Fletcher --[No Operation]--> Jim Fletcher --[(INV) starred_actors]--> Bass Ackwards --[starred_actors]--> Jim Fletcher
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was reagan released
Start Entity:     Reagan
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Reagan --[release_year]--> 2011 --[(INV) release_year]--> The Snitch Cartel --[release_year]--> 2011
Path (Raw):       Reagan --[release_year]--> 2011 --[(INV) release_year]--> The Snitch Cartel --[release_year]--> 2011
Neg LogProb(↓):   2.304084
Path Entropy(↓):  4.092816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie high crimes were released in which years
Start Entity:     High Crimes
Gold Answer:      [['1995', '1998', '2003', '1992', '2013']]
Predicted Ans:    2013
Predicted Path:   High Crimes --[directed_by]--> Carl Franklin --[(INV) directed_by]--> Bless Me, Ultima --[release_year]--> 2013
Path (Raw):       High Crimes --[directed_by]--> Carl Franklin --[(INV) directed_by]--> Bless Me, Ultima --[release_year]--> 2013
Neg LogProb(↓):   0.509039
Path Entropy(↓):  0.869054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the trail of the lonesome pine
Start Entity:     The Trail of the Lonesome Pine
Gold Answer:      [['1946', '1944', '1935', '1941', '1968', '1939', '1957', '1951', '2010', '1953', '1947', '1956', '1995', '1948', '1971', '1940', '1962', '1934', '1949', '1966', '1960', '1965', '1945', '1969']]
Predicted Ans:    1941
Predicted Path:   The Trail of the Lonesome Pine --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Shepherd of the Hills --[release_year]--> 1941
Path (Raw):       The Trail of the Lonesome Pine --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Shepherd of the Hills --[release_year]--> 1941
Neg LogProb(↓):   1.781081
Path Entropy(↓):  2.621608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in cross my heart
Start Entity:     Cross My Heart
Gold Answer:      [['Steve Martin', 'Tim Burton', 'Randy Newman', 'Lorne Michaels', 'Thom Eberhardt', 'John Dwyer', 'Jerry Segal', 'Martin Short', 'Leonard Ripps', 'Francis Veber', 'Robby Benson']]
Predicted Ans:    Tim Burton
Predicted Path:   Cross My Heart --[starred_actors]--> Martin Short --[(INV) starred_actors]--> Frankenweenie --[written_by]--> Tim Burton
Path (Raw):       Cross My Heart --[starred_actors]--> Martin Short --[(INV) starred_actors]--> Frankenweenie --[written_by]--> Tim Burton
Neg LogProb(↓):   0.186308
Path Entropy(↓):  0.634368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by akira murao were directed by who
Start Entity:     Akira Murao
Gold Answer:      [['Kihachi Okamoto']]
Predicted Ans:    Kihachi Okamoto
Predicted Path:   Akira Murao --[(INV) written_by]--> Kill! --[directed_by]--> Kihachi Okamoto
Path (Raw):       Akira Murao --[No Operation]--> Akira Murao --[(INV) written_by]--> Kill! --[directed_by]--> Kihachi Okamoto
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director nick groff co - directed movies with who
Start Entity:     Nick Groff
Gold Answer:      [['Zak Bagans']]
Predicted Ans:    Nick Groff
Predicted Path:   Nick Groff --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff
Path (Raw):       Nick Groff --[No Operation]--> Nick Groff --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff
Neg LogProb(↓):   0.453521
Path Entropy(↓):  0.656035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with tom and huck
Start Entity:     Tom and Huck
Gold Answer:      [['The Adventures of Huckleberry Finn', 'The Adventures of Mark Twain', 'Deep Rising', 'Tom Sawyer', 'The Adventures of Huck Finn', 'The Adventures of Tom Sawyer', 'Van Helsing', 'The Prince and the Pauper', 'The Mummy', 'Unidentified Flying Oddball', 'A Million to Juan', 'Huckleberry Finn', 'Odd Thomas', 'The Mummy Returns']]
Predicted Ans:    The Mummy
Predicted Path:   Tom and Huck --[written_by]--> Stephen Sommers --[(INV) written_by]--> The Mummy
Path (Raw):       Tom and Huck --[written_by]--> Stephen Sommers --[(INV) written_by]--> The Mummy --[No Operation]--> The Mummy
Neg LogProb(↓):   0.063668
Path Entropy(↓):  0.320203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a woman's tale
Start Entity:     A Woman's Tale
Gold Answer:      [['Human Touch', 'Innocence']]
Predicted Ans:    Innocence
Predicted Path:   A Woman's Tale --[written_by]--> Paul Cox --[(INV) written_by]--> Innocence
Path (Raw):       A Woman's Tale --[No Operation]--> A Woman's Tale --[written_by]--> Paul Cox --[(INV) written_by]--> Innocence
Neg LogProb(↓):   0.122659
Path Entropy(↓):  0.358648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote alexander's ragtime band
Start Entity:     Alexander's Ragtime Band
Gold Answer:      [['Fred Astaire', 'Alice Faye', 'Judy Garland', 'Tyrone Power', 'Henry Fonda', 'Gene Tierney', 'Susan Hayward', 'Alice Brady', 'David Wayne', 'Ginger Rogers', 'Randolph Scott', "Donald O'Connor", 'George Murphy', 'Geraldine Fitzgerald', 'Dana Andrews', 'Edna May Oliver', 'Dan Dailey', 'Ethel Merman', 'Don Ameche', 'Shepperd Strudwick', 'Thelma Ritter', 'Thomas Mitchell', 'Walter Brennan', 'Marilyn Monroe', 'Alexander Knox', 'Brenda Marshall', 'Rory Calhoun', 'Alexis Smith', 'Gene Kelly', 'Joan Fontaine', 'Charles Boyer']]
Predicted Ans:    Don Ameche
Predicted Path:   Alexander's Ragtime Band --[written_by]--> Lamar Trotti --[(INV) written_by]--> In Old Chicago --[starred_actors]--> Don Ameche
Path (Raw):       Alexander's Ragtime Band --[written_by]--> Lamar Trotti --[(INV) written_by]--> In Old Chicago --[starred_actors]--> Don Ameche
Neg LogProb(↓):   0.267140
Path Entropy(↓):  0.734625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
David foenkinos was the director on which movies
Start Entity:     David Foenkinos
Gold Answer:      [['Delicacy']]
Predicted Ans:    Delicacy
Predicted Path:   David Foenkinos --[(INV) directed_by]--> Delicacy --[written_by]--> David Foenkinos --[(INV) directed_by]--> Delicacy
Path (Raw):       David Foenkinos --[(INV) directed_by]--> Delicacy --[written_by]--> David Foenkinos --[(INV) directed_by]--> Delicacy
Neg LogProb(↓):   0.370694
Path Entropy(↓):  0.685342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by chantal akerman
Start Entity:     Chantal Akerman
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Chantal Akerman --[(INV) directed_by]--> A Couch in New York --[in_language]--> French
Path (Raw):       Chantal Akerman --[No Operation]--> Chantal Akerman --[(INV) directed_by]--> A Couch in New York --[in_language]--> French
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the space movie
Start Entity:     The Space Movie
Gold Answer:      [['Tony Palmer']]
Predicted Ans:    Tony Palmer
Predicted Path:   The Space Movie --[directed_by]--> Tony Palmer --[(INV) directed_by]--> 200 Motels --[directed_by]--> Tony Palmer
Path (Raw):       The Space Movie --[directed_by]--> Tony Palmer --[(INV) directed_by]--> 200 Motels --[directed_by]--> Tony Palmer
Neg LogProb(↓):   0.406263
Path Entropy(↓):  0.636897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in cj7
Start Entity:     CJ7
Gold Answer:      [['Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   CJ7 --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Kung Fu Hustle --[starred_actors]--> Stephen Chow
Path (Raw):       CJ7 --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Kung Fu Hustle --[starred_actors]--> Stephen Chow
Neg LogProb(↓):   1.058070
Path Entropy(↓):  1.273044
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did tina pine write
Start Entity:     Tina Pine
Gold Answer:      [['Claudine']]
Predicted Ans:    Claudine
Predicted Path:   Tina Pine --[(INV) written_by]--> Claudine --[written_by]--> Lester Pine --[(INV) written_by]--> Claudine
Path (Raw):       Tina Pine --[(INV) written_by]--> Claudine --[written_by]--> Lester Pine --[(INV) written_by]--> Claudine
Neg LogProb(↓):   0.048224
Path Entropy(↓):  0.189825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of enter the void
Start Entity:     Enter the Void
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Enter the Void --[directed_by]--> Gaspar Noé --[(INV) directed_by]--> 7 Days in Havana --[in_language]--> Spanish
Path (Raw):       Enter the Void --[directed_by]--> Gaspar Noé --[(INV) directed_by]--> 7 Days in Havana --[in_language]--> Spanish
Neg LogProb(↓):   0.002782
Path Entropy(↓):  0.019333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the dead hate the living!
Start Entity:     The Dead Hate the Living!
Gold Answer:      [['The Hills Run Red']]
Predicted Ans:    The Hills Run Red
Predicted Path:   The Dead Hate the Living! --[directed_by]--> Dave Parker --[(INV) directed_by]--> The Hills Run Red
Path (Raw):       The Dead Hate the Living! --[No Operation]--> The Dead Hate the Living! --[directed_by]--> Dave Parker --[(INV) directed_by]--> The Hills Run Red
Neg LogProb(↓):   0.021907
Path Entropy(↓):  0.119817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of beyond the clouds
Start Entity:     Beyond the Clouds
Gold Answer:      [['Christine Boisson', 'Daniela Silverio', 'Ry Cooder', 'Compay Segundo', 'Meg Ryan', 'Dennis Hopper', 'Jack Nicholson', 'Betsy Blair', 'Campino', 'Massimo Girotti', 'Jeanne Moreau', 'Maria Schneider', 'Henry B. Walthall', 'Nicolas Cage', 'Marcello Mastroianni', 'Solveig Dommartin', 'Demi Moore', 'Monica Vitti', 'Otto Sander', 'Steve Cochran', 'Alida Valli', 'Wim Wenders', 'Alain Delon', 'Bill Pullman', 'Traci Lind', 'Rosalind Chao', 'Gabriele Ferzetti', 'Lea Massari', 'Gary Oldman', 'Robert Duvall', 'Lou Castel', 'Senta Berger', 'Hans Christian Blech', 'Richard Harris', 'Juliano Ribeiro Salgado', 'Sebastião Salgado', 'Nastassja Kinski', 'Michelle Williams', 'Ferdinando Sarmi', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Brunella Bovo', 'John Diehl', 'Andie MacDowell', 'Bruno Ganz']]
Predicted Ans:    Bruno Ganz
Predicted Path:   Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> The American Friend --[starred_actors]--> Bruno Ganz
Path (Raw):       Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> The American Friend --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   0.923021
Path Entropy(↓):  1.365217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor angus macfadyen starred together with who
Start Entity:     Angus Macfadyen
Gold Answer:      [['Shawnee Smith', 'Tobin Bell', 'Milla Jovovich', 'Stephen Dorff', 'Bahar Soomekh', 'Aisha Tyler']]
Predicted Ans:    Stephen Dorff
Predicted Path:   Angus Macfadyen --[(INV) starred_actors]--> .45 --[starred_actors]--> Stephen Dorff
Path (Raw):       Angus Macfadyen --[No Operation]--> Angus Macfadyen --[(INV) starred_actors]--> .45 --[starred_actors]--> Stephen Dorff
Neg LogProb(↓):   0.659976
Path Entropy(↓):  1.196357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in all the queen's men
Start Entity:     All the Queen's Men
Gold Answer:      [['Peter Bogdanovich', 'Rob Walker', 'John Hay']]
Predicted Ans:    John Hay
Predicted Path:   All the Queen's Men --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Lost Christmas --[directed_by]--> John Hay
Path (Raw):       All the Queen's Men --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Lost Christmas --[directed_by]--> John Hay
Neg LogProb(↓):   0.198649
Path Entropy(↓):  0.713320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of halo legends
Start Entity:     Halo Legends
Gold Answer:      [['Ai Kobayashi', 'Yuki Matsuoka']]
Predicted Ans:    Frank O'Connor
Predicted Path:   Halo Legends --[directed_by]--> Frank O'Connor --[(INV) directed_by]--> Halo Legends --[directed_by]--> Frank O'Connor
Path (Raw):       Halo Legends --[directed_by]--> Frank O'Connor --[(INV) directed_by]--> Halo Legends --[directed_by]--> Frank O'Connor
Neg LogProb(↓):   0.029638
Path Entropy(↓):  0.143592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by tarah nutter were in which genres
Start Entity:     Tarah Nutter
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Tarah Nutter --[(INV) starred_actors]--> Without Warning --[has_genre]--> Horror
Path (Raw):       Tarah Nutter --[No Operation]--> Tarah Nutter --[(INV) starred_actors]--> Without Warning --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by jorge furtado
Start Entity:     Jorge Furtado
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Jorge Furtado --[(INV) directed_by]--> The Man Who Copied --[has_genre]--> Comedy
Path (Raw):       Jorge Furtado --[No Operation]--> Jorge Furtado --[(INV) directed_by]--> The Man Who Copied --[has_genre]--> Comedy
Neg LogProb(↓):   0.010387
Path Entropy(↓):  0.057601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed dark ride
Start Entity:     Dark Ride
Gold Answer:      [['Craig Singer']]
Predicted Ans:    Craig Singer
Predicted Path:   Dark Ride --[directed_by]--> Craig Singer --[(INV) directed_by]--> Dark Ride --[directed_by]--> Craig Singer
Path (Raw):       Dark Ride --[directed_by]--> Craig Singer --[(INV) directed_by]--> Dark Ride --[directed_by]--> Craig Singer
Neg LogProb(↓):   0.080686
Path Entropy(↓):  0.272663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was touki bouki released
Start Entity:     Touki Bouki
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Touki Bouki --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Path (Raw):       Touki Bouki --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Neg LogProb(↓):   2.205282
Path Entropy(↓):  3.535697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by serguei kostine were in which genres
Start Entity:     Serguei Kostine
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Serguei Kostine --[(INV) written_by]--> Farewell --[has_genre]--> Thriller
Path (Raw):       Serguei Kostine --[No Operation]--> Serguei Kostine --[(INV) written_by]--> Farewell --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the king's speech directed by
Start Entity:     The King's Speech
Gold Answer:      [['Tom Hooper']]
Predicted Ans:    Tom Hooper
Predicted Path:   The King's Speech --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Longford --[directed_by]--> Tom Hooper
Path (Raw):       The King's Speech --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Longford --[directed_by]--> Tom Hooper
Neg LogProb(↓):   0.094680
Path Entropy(↓):  0.389520
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe stir crazy in a few words
Start Entity:     Stir Crazy
Gold Answer:      [['comedy', 'gene wilder', 'richard pryor', 'sidney poitier']]
Predicted Ans:    sidney poitier
Predicted Path:   Stir Crazy --[has_tags]--> sidney poitier --[(INV) has_tags]--> To Sir, with Love --[has_tags]--> sidney poitier
Path (Raw):       Stir Crazy --[has_tags]--> sidney poitier --[(INV) has_tags]--> To Sir, with Love --[has_tags]--> sidney poitier
Neg LogProb(↓):   0.033133
Path Entropy(↓):  0.181269
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by david klass
Start Entity:     David Klass
Gold Answer:      [['Gary Fleder']]
Predicted Ans:    Gary Fleder
Predicted Path:   David Klass --[(INV) written_by]--> Kiss the Girls --[directed_by]--> Gary Fleder
Path (Raw):       David Klass --[No Operation]--> David Klass --[(INV) written_by]--> Kiss the Girls --[directed_by]--> Gary Fleder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in headhunters
Start Entity:     Headhunters
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Headhunters --[in_language]--> Norwegian --[(INV) in_language]--> The Art of Negative Thinking --[in_language]--> Norwegian
Path (Raw):       Headhunters --[in_language]--> Norwegian --[(INV) in_language]--> The Art of Negative Thinking --[in_language]--> Norwegian
Neg LogProb(↓):   0.287847
Path Entropy(↓):  0.828887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the strange one writers
Start Entity:     The Strange One
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Strange One --[written_by]--> Calder Willingham --[(INV) written_by]--> Rambling Rose --[has_genre]--> Drama
Path (Raw):       The Strange One --[written_by]--> Calder Willingham --[(INV) written_by]--> Rambling Rose --[has_genre]--> Drama
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of shallow grave
Start Entity:     Shallow Grave
Gold Answer:      [['Thai', 'Hindi']]
Predicted Ans:    Thai
Predicted Path:   Shallow Grave --[directed_by]--> Danny Boyle --[(INV) directed_by]--> The Beach --[in_language]--> Thai
Path (Raw):       Shallow Grave --[directed_by]--> Danny Boyle --[(INV) directed_by]--> The Beach --[in_language]--> Thai
Neg LogProb(↓):   0.000481
Path Entropy(↓):  0.004159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with any wednesday in
Start Entity:     Any Wednesday
Gold Answer:      [['French', 'English', 'Italian', 'Latin', 'German']]
Predicted Ans:    French
Predicted Path:   Any Wednesday --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[in_language]--> French
Path (Raw):       Any Wednesday --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[in_language]--> French
Neg LogProb(↓):   0.119021
Path Entropy(↓):  0.457673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by wilson rawls were directed by who
Start Entity:     Wilson Rawls
Gold Answer:      [['Norman Tokar', 'Sam Pillsbury', 'Lyman Dayton']]
Predicted Ans:    Norman Tokar
Predicted Path:   Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows --[directed_by]--> Norman Tokar
Path (Raw):       Wilson Rawls --[No Operation]--> Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows --[directed_by]--> Norman Tokar
Neg LogProb(↓):   0.705701
Path Entropy(↓):  0.768626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the halloween tree also appears in which films
Start Entity:     The Halloween Tree
Gold Answer:      [['Catlow', 'Star Trek', 'Brave New World', 'Zambezia', 'Baffled!', 'How to Live Forever']]
Predicted Ans:    How to Live Forever
Predicted Path:   The Halloween Tree --[starred_actors]--> Ray Bradbury --[(INV) starred_actors]--> How to Live Forever
Path (Raw):       The Halloween Tree --[starred_actors]--> Ray Bradbury --[No Operation]--> Ray Bradbury --[(INV) starred_actors]--> How to Live Forever
Neg LogProb(↓):   0.423628
Path Entropy(↓):  0.962047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by billy jack goes to washington actors release
Start Entity:     Billy Jack Goes to Washington
Gold Answer:      [['1971', '1974', '1967']]
Predicted Ans:    1967
Predicted Path:   Billy Jack Goes to Washington --[starred_actors]--> Tom Laughlin --[(INV) starred_actors]--> The Born Losers --[release_year]--> 1967
Path (Raw):       Billy Jack Goes to Washington --[starred_actors]--> Tom Laughlin --[(INV) starred_actors]--> The Born Losers --[release_year]--> 1967
Neg LogProb(↓):   0.081220
Path Entropy(↓):  0.332986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the madea's big happy family director
Start Entity:     Madea's Big Happy Family
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Madea's Big Happy Family --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Path (Raw):       Madea's Big Happy Family --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Neg LogProb(↓):   1.505221
Path Entropy(↓):  1.873048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by gary sweet were in which genres
Start Entity:     Gary Sweet
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gary Sweet --[(INV) starred_actors]--> The Tracker --[has_genre]--> Drama
Path (Raw):       Gary Sweet --[No Operation]--> Gary Sweet --[(INV) starred_actors]--> The Tracker --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was fabian bielinsky the writer of
Start Entity:     Fabián Bielinsky
Gold Answer:      [['Nine Queens']]
Predicted Ans:    Nine Queens
Predicted Path:   Fabián Bielinsky --[(INV) written_by]--> Nine Queens --[written_by]--> Fabián Bielinsky --[(INV) written_by]--> Nine Queens
Path (Raw):       Fabián Bielinsky --[(INV) written_by]--> Nine Queens --[written_by]--> Fabián Bielinsky --[(INV) written_by]--> Nine Queens
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by ceremony actors
Start Entity:     Ceremony
Gold Answer:      [['Romance', 'Family', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ceremony --[starred_actors]--> Lee Pace --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Path (Raw):       Ceremony --[starred_actors]--> Lee Pace --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.402622
Path Entropy(↓):  0.711294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with glenn gaylord
Start Entity:     Glenn Gaylord
Gold Answer:      [['Eric Lartigau']]
Predicted Ans:    Eric Lartigau
Predicted Path:   Glenn Gaylord --[(INV) directed_by]--> I Do --[directed_by]--> Eric Lartigau
Path (Raw):       Glenn Gaylord --[No Operation]--> Glenn Gaylord --[(INV) directed_by]--> I Do --[directed_by]--> Eric Lartigau
Neg LogProb(↓):   0.001442
Path Entropy(↓):  0.010869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was i love you too directed by
Start Entity:     I Love You Too
Gold Answer:      [['Daina Reid']]
Predicted Ans:    Daina Reid
Predicted Path:   I Love You Too --[directed_by]--> Daina Reid --[(INV) directed_by]--> I Love You Too --[directed_by]--> Daina Reid
Path (Raw):       I Love You Too --[directed_by]--> Daina Reid --[(INV) directed_by]--> I Love You Too --[directed_by]--> Daina Reid
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the magnificent ambersons actors
Start Entity:     The Magnificent Ambersons
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'William Dieterle', 'Cecil B. DeMille', 'Thorold Dickinson', 'Edward Dmytryk', 'John Huston', 'Darryl F. Zanuck', 'Fletcher Markle', 'Richard Fleischer', 'David O. Selznick', 'John Byrum', 'Carol Reed', 'Jerry Jameson', 'Lewis Milestone', 'Billy Wilder', 'Henry Hathaway', 'Robert Aldrich', 'King Vidor', 'Jack Gold', 'Michael Curtiz', 'Budd Boetticher', 'Archie Mayo', 'Arnold Laven', 'Alfred Hitchcock', 'H.C. Potter', 'Andrew L. Stone', 'Joseph L. Mankiewicz', 'Robert Stevenson']]
Predicted Ans:    Orson Welles
Predicted Path:   The Magnificent Ambersons --[starred_actors]--> Dolores Costello --[(INV) starred_actors]--> The Magnificent Ambersons --[directed_by]--> Orson Welles
Path (Raw):       The Magnificent Ambersons --[starred_actors]--> Dolores Costello --[(INV) starred_actors]--> The Magnificent Ambersons --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.451029
Path Entropy(↓):  0.693027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the goodbye girl written by
Start Entity:     The Goodbye Girl
Gold Answer:      [['Neil Simon']]
Predicted Ans:    Neil Simon
Predicted Path:   The Goodbye Girl --[written_by]--> Neil Simon --[(INV) written_by]--> Seems Like Old Times --[written_by]--> Neil Simon
Path (Raw):       The Goodbye Girl --[written_by]--> Neil Simon --[(INV) written_by]--> Seems Like Old Times --[written_by]--> Neil Simon
Neg LogProb(↓):   0.805820
Path Entropy(↓):  1.057034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with love story in
Start Entity:     Love Story
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    Adventure
Predicted Path:   Love Story --[starred_actors]--> Ryan O'Neal --[(INV) starred_actors]--> Green Ice --[has_genre]--> Adventure
Path (Raw):       Love Story --[starred_actors]--> Ryan O'Neal --[(INV) starred_actors]--> Green Ice --[has_genre]--> Adventure
Neg LogProb(↓):   0.160219
Path Entropy(↓):  0.560688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with ted fall under
Start Entity:     Ted
Gold Answer:      [['Music', 'Sport', 'Western', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Ted --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       Ted --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   0.212546
Path Entropy(↓):  0.841587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did anna paquin star in
Start Entity:     Anna Paquin
Gold Answer:      [['Free Ride', 'Buffalo Soldiers', 'Fly Away Home', 'The Piano', 'Blue State', 'Darkness', 'Finding Forrester', 'Margaret', 'A Walk on the Moon']]
Predicted Ans:    A Walk on the Moon
Predicted Path:   Anna Paquin --[(INV) starred_actors]--> A Walk on the Moon --[starred_actors]--> Anna Paquin --[(INV) starred_actors]--> A Walk on the Moon
Path (Raw):       Anna Paquin --[(INV) starred_actors]--> A Walk on the Moon --[starred_actors]--> Anna Paquin --[(INV) starred_actors]--> A Walk on the Moon
Neg LogProb(↓):   0.026676
Path Entropy(↓):  0.160157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed coriolanus
Start Entity:     Coriolanus
Gold Answer:      [['2013']]
Predicted Ans:    2011
Predicted Path:   Coriolanus --[directed_by]--> Ralph Fiennes --[(INV) directed_by]--> Coriolanus --[release_year]--> 2011
Path (Raw):       Coriolanus --[directed_by]--> Ralph Fiennes --[(INV) directed_by]--> Coriolanus --[release_year]--> 2011
Neg LogProb(↓):   0.108013
Path Entropy(↓):  0.330308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films did abhinay deo direct
Start Entity:     Abhinay Deo
Gold Answer:      [['Delhi Belly']]
Predicted Ans:    Delhi Belly
Predicted Path:   Abhinay Deo --[(INV) directed_by]--> Delhi Belly --[directed_by]--> Abhinay Deo --[(INV) directed_by]--> Delhi Belly
Path (Raw):       Abhinay Deo --[(INV) directed_by]--> Delhi Belly --[directed_by]--> Abhinay Deo --[(INV) directed_by]--> Delhi Belly
Neg LogProb(↓):   0.660261
Path Entropy(↓):  0.692588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sandy duncan acted together with who
Start Entity:     Sandy Duncan
Gold Answer:      [['Ken Berry', 'Harry Morgan', 'Joe Flynn', 'Roddy McDowall', 'Dean Jones']]
Predicted Ans:    Roddy McDowall
Predicted Path:   Sandy Duncan --[(INV) starred_actors]--> The Cat from Outer Space --[starred_actors]--> Roddy McDowall
Path (Raw):       Sandy Duncan --[No Operation]--> Sandy Duncan --[(INV) starred_actors]--> The Cat from Outer Space --[starred_actors]--> Roddy McDowall
Neg LogProb(↓):   0.398852
Path Entropy(↓):  0.634104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by claude nuridsany
Start Entity:     Claude Nuridsany
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Claude Nuridsany --[(INV) written_by]--> Microcosmos --[has_genre]--> Documentary
Path (Raw):       Claude Nuridsany --[No Operation]--> Claude Nuridsany --[(INV) written_by]--> Microcosmos --[has_genre]--> Documentary
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote is paris burning?
Start Entity:     Is Paris Burning?
Gold Answer:      [['Patrick Swayze', 'Shabana Azmi', 'Om Puri']]
Predicted Ans:    Om Puri
Predicted Path:   Is Paris Burning? --[written_by]--> Dominique Lapierre --[(INV) written_by]--> City of Joy --[starred_actors]--> Om Puri
Path (Raw):       Is Paris Burning? --[written_by]--> Dominique Lapierre --[(INV) written_by]--> City of Joy --[starred_actors]--> Om Puri
Neg LogProb(↓):   0.568927
Path Entropy(↓):  0.829708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film diary of a nymphomaniac were in which genres
Start Entity:     Diary of a Nymphomaniac
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Diary of a Nymphomaniac --[written_by]--> Valérie Tasso --[(INV) written_by]--> Diary of a Nymphomaniac --[has_genre]--> Drama
Path (Raw):       Diary of a Nymphomaniac --[written_by]--> Valérie Tasso --[(INV) written_by]--> Diary of a Nymphomaniac --[has_genre]--> Drama
Neg LogProb(↓):   0.009168
Path Entropy(↓):  0.052945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie white nights were in which genres
Start Entity:     White Nights
Gold Answer:      [['Music', 'Sport', 'Drama', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   White Nights --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[has_genre]--> Drama
Path (Raw):       White Nights --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[has_genre]--> Drama
Neg LogProb(↓):   0.466872
Path Entropy(↓):  0.966971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of monsters, inc. starred who
Start Entity:     Monsters, Inc.
Gold Answer:      [['Kevin Kline', 'Bob Peterson', 'Edward Asner', 'Jordan Nagai', 'Kenneth Branagh', 'Yeardley Smith', 'Dan Castellaneta', 'Julie Kavner', 'Tom Hanks', 'Nancy Cartwright', 'Tim Allen', 'Joan Cusack']]
Predicted Ans:    Joan Cusack
Predicted Path:   Monsters, Inc. --[directed_by]--> Lee Unkrich --[(INV) directed_by]--> Toy Story 2 --[starred_actors]--> Joan Cusack
Path (Raw):       Monsters, Inc. --[directed_by]--> Lee Unkrich --[(INV) directed_by]--> Toy Story 2 --[starred_actors]--> Joan Cusack
Neg LogProb(↓):   0.152735
Path Entropy(↓):  0.570580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote against the ropes
Start Entity:     Against the Ropes
Gold Answer:      [['Jackie Kallen']]
Predicted Ans:    Jackie Kallen
Predicted Path:   Against the Ropes --[written_by]--> Jackie Kallen --[(INV) written_by]--> Against the Ropes --[written_by]--> Jackie Kallen
Path (Raw):       Against the Ropes --[written_by]--> Jackie Kallen --[(INV) written_by]--> Against the Ropes --[written_by]--> Jackie Kallen
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did thomas n'gijol direct
Start Entity:     Thomas N'Gijol
Gold Answer:      [['Case départ']]
Predicted Ans:    Case départ
Predicted Path:   Thomas N'Gijol --[(INV) directed_by]--> Case départ --[written_by]--> Fabrice Eboué --[(INV) directed_by]--> Case départ
Path (Raw):       Thomas N'Gijol --[(INV) directed_by]--> Case départ --[written_by]--> Fabrice Eboué --[(INV) directed_by]--> Case départ
Neg LogProb(↓):   0.068531
Path Entropy(↓):  0.281426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by walter bullock
Start Entity:     Walter Bullock
Gold Answer:      [['Shirley Temple']]
Predicted Ans:    Shirley Temple
Predicted Path:   Walter Bullock --[(INV) written_by]--> The Blue Bird --[starred_actors]--> Shirley Temple
Path (Raw):       Walter Bullock --[No Operation]--> Walter Bullock --[(INV) written_by]--> The Blue Bird --[starred_actors]--> Shirley Temple
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of stealth
Start Entity:     Stealth
Gold Answer:      [['John Corbett', 'Jennifer Lopez', 'Dan Hedaya', 'Amy Brenneman', 'Viggo Mortensen', 'Dorothy Malone', 'Ryan Guzman', 'Joshua Jackson', 'Jameson Parker', 'Vin Diesel', 'Leslie Bibb', 'Paul Walker', 'John Ireland', 'Brad Davis', 'Jordana Brewster', 'Karen Allen', 'Michelle Rodriguez', 'Sylvester Stallone', 'Matthew Fox', 'Tyler Perry', 'Shelley Long']]
Predicted Ans:    Paul Walker
Predicted Path:   Stealth --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious --[starred_actors]--> Paul Walker
Path (Raw):       Stealth --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious --[starred_actors]--> Paul Walker
Neg LogProb(↓):   0.349126
Path Entropy(↓):  1.044360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film stark raving mad
Start Entity:     Stark Raving Mad
Gold Answer:      [['David Schneider', 'Drew Daywalt']]
Predicted Ans:    David Schneider
Predicted Path:   Stark Raving Mad --[written_by]--> David Schneider --[(INV) written_by]--> Stark Raving Mad --[written_by]--> David Schneider
Path (Raw):       Stark Raving Mad --[written_by]--> David Schneider --[(INV) written_by]--> Stark Raving Mad --[written_by]--> David Schneider
Neg LogProb(↓):   0.083112
Path Entropy(↓):  0.290181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did brian gibson direct
Start Entity:     Brian Gibson
Gold Answer:      [['The Juror', "What's Love Got to Do with It"]]
Predicted Ans:    What's Love Got to Do with It
Predicted Path:   Brian Gibson --[(INV) directed_by]--> What's Love Got to Do with It --[directed_by]--> Brian Gibson --[(INV) directed_by]--> What's Love Got to Do with It
Path (Raw):       Brian Gibson --[(INV) directed_by]--> What's Love Got to Do with It --[directed_by]--> Brian Gibson --[(INV) directed_by]--> What's Love Got to Do with It
Neg LogProb(↓):   0.042669
Path Entropy(↓):  0.194501
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by atiq rahimi in
Start Entity:     Atiq Rahimi
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Atiq Rahimi --[(INV) written_by]--> The Patience Stone --[has_genre]--> Drama
Path (Raw):       Atiq Rahimi --[No Operation]--> Atiq Rahimi --[(INV) written_by]--> The Patience Stone --[has_genre]--> Drama
Neg LogProb(↓):   0.024775
Path Entropy(↓):  0.115047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the thief who came to dinner
Start Entity:     The Thief Who Came to Dinner
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Thief Who Came to Dinner --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[has_genre]--> Comedy
Path (Raw):       The Thief Who Came to Dinner --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[has_genre]--> Comedy
Neg LogProb(↓):   0.109262
Path Entropy(↓):  0.337198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed solarbabies
Start Entity:     Solarbabies
Gold Answer:      [['1983', '1942']]
Predicted Ans:    1942
Predicted Path:   Solarbabies --[directed_by]--> Alan Johnson --[(INV) directed_by]--> To Be or Not to Be --[release_year]--> 1942
Path (Raw):       Solarbabies --[directed_by]--> Alan Johnson --[(INV) directed_by]--> To Be or Not to Be --[release_year]--> 1942
Neg LogProb(↓):   0.468771
Path Entropy(↓):  0.937925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did matty rich direct
Start Entity:     Matty Rich
Gold Answer:      [['The Inkwell']]
Predicted Ans:    The Inkwell
Predicted Path:   Matty Rich --[(INV) directed_by]--> The Inkwell --[directed_by]--> Matty Rich --[(INV) directed_by]--> The Inkwell
Path (Raw):       Matty Rich --[(INV) directed_by]--> The Inkwell --[directed_by]--> Matty Rich --[(INV) directed_by]--> The Inkwell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the deal were directed by who
Start Entity:     The Deal
Gold Answer:      [['Justin Chadwick', 'Richard Thorpe', 'Ron Howard', 'Stephen Frears', 'William H. Macy', 'Clint Eastwood', 'Richard Loncraine', 'Steven Schachter', 'Kevin Macdonald', 'Lili Fini Zanuck', 'Tom Hooper']]
Predicted Ans:    Harvey Kahn
Predicted Path:   The Deal --[written_by]--> William H. Macy --[(INV) written_by]--> The Deal --[directed_by]--> Harvey Kahn
Path (Raw):       The Deal --[written_by]--> William H. Macy --[(INV) written_by]--> The Deal --[directed_by]--> Harvey Kahn
Neg LogProb(↓):   0.387545
Path Entropy(↓):  1.042683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was michael showalter the writer of
Start Entity:     Michael Showalter
Gold Answer:      [['Wet Hot American Summer', 'The Baxter', 'They Came Together']]
Predicted Ans:    Wet Hot American Summer
Predicted Path:   Michael Showalter --[(INV) written_by]--> Wet Hot American Summer --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer
Path (Raw):       Michael Showalter --[(INV) written_by]--> Wet Hot American Summer --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer
Neg LogProb(↓):   1.420615
Path Entropy(↓):  2.395482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie alexander nevsky
Start Entity:     Alexander Nevsky
Gold Answer:      [['Nikolai Cherkasov']]
Predicted Ans:    Nikolai Cherkasov
Predicted Path:   Alexander Nevsky --[starred_actors]--> Nikolai Cherkasov --[(INV) starred_actors]--> Alexander Nevsky --[starred_actors]--> Nikolai Cherkasov
Path (Raw):       Alexander Nevsky --[starred_actors]--> Nikolai Cherkasov --[(INV) starred_actors]--> Alexander Nevsky --[starred_actors]--> Nikolai Cherkasov
Neg LogProb(↓):   0.005573
Path Entropy(↓):  0.034420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of hobo with a shotgun
Start Entity:     Hobo with a Shotgun
Gold Answer:      [['Simon Barrett']]
Predicted Ans:    Simon Barrett
Predicted Path:   Hobo with a Shotgun --[directed_by]--> Jason Eisener --[(INV) directed_by]--> V/H/S/2 --[starred_actors]--> Simon Barrett
Path (Raw):       Hobo with a Shotgun --[directed_by]--> Jason Eisener --[(INV) directed_by]--> V/H/S/2 --[starred_actors]--> Simon Barrett
Neg LogProb(↓):   0.002173
Path Entropy(↓):  0.015483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by lance hammer released
Start Entity:     Lance Hammer
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Lance Hammer --[(INV) written_by]--> Ballast --[release_year]--> 2008
Path (Raw):       Lance Hammer --[No Operation]--> Lance Hammer --[(INV) written_by]--> Ballast --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in on the road
Start Entity:     On the Road
Gold Answer:      [['Romance', 'Music', 'Sport', 'Biography', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   On the Road --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> On the Road --[has_genre]--> Drama
Path (Raw):       On the Road --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> On the Road --[has_genre]--> Drama
Neg LogProb(↓):   1.027891
Path Entropy(↓):  1.868115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by ellen glasgow
Start Entity:     Ellen Glasgow
Gold Answer:      [['Bette Davis', 'Olivia de Havilland']]
Predicted Ans:    Bette Davis
Predicted Path:   Ellen Glasgow --[(INV) written_by]--> In This Our Life --[starred_actors]--> Bette Davis
Path (Raw):       Ellen Glasgow --[No Operation]--> Ellen Glasgow --[(INV) written_by]--> In This Our Life --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.025690
Path Entropy(↓):  0.118241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in closet land also appears in which films
Start Entity:     Closet Land
Gold Answer:      [['China Moon', 'Close My Eyes', 'Galaxy Quest', 'The Last of the Mohicans', 'The Two Jakes', 'Nobel Son', 'Gambit', 'Worth Winning', 'Quigley Down Under', 'Stakeout', 'Revenge', 'Impostor', 'Bad Girls', 'Octane', 'Blow Dry', 'Blink', 'A Promise', 'Unlawful Entry', 'Avenging Angelo', 'Judas Kiss', 'The Nativity', 'Bottle Shock', 'Snow Cake', 'The Proposition']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   Closet Land --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans
Path (Raw):       Closet Land --[starred_actors]--> Madeleine Stowe --[No Operation]--> Madeleine Stowe --[(INV) starred_actors]--> The Last of the Mohicans
Neg LogProb(↓):   0.184152
Path Entropy(↓):  0.677769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of carancho
Start Entity:     Carancho
Gold Answer:      [['2008', '2012', '1999']]
Predicted Ans:    2012
Predicted Path:   Carancho --[directed_by]--> Pablo Trapero --[(INV) directed_by]--> White Elephant --[release_year]--> 2012
Path (Raw):       Carancho --[directed_by]--> Pablo Trapero --[(INV) directed_by]--> White Elephant --[release_year]--> 2012
Neg LogProb(↓):   1.021879
Path Entropy(↓):  1.293760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by douglas day stewart
Start Entity:     Douglas Day Stewart
Gold Answer:      [['1982', '1980', '1984']]
Predicted Ans:    1984
Predicted Path:   Douglas Day Stewart --[(INV) written_by]--> Thief of Hearts --[release_year]--> 1984
Path (Raw):       Douglas Day Stewart --[No Operation]--> Douglas Day Stewart --[(INV) written_by]--> Thief of Hearts --[release_year]--> 1984
Neg LogProb(↓):   0.466525
Path Entropy(↓):  0.748682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of paragraph 175 is also the director of which films
Start Entity:     Paragraph 175
Gold Answer:      [['Lovelace', 'The Times of Harvey Milk', 'The Celluloid Closet', 'Howl']]
Predicted Ans:    Paragraph 175
Predicted Path:   Paragraph 175 --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175
Path (Raw):       Paragraph 175 --[No Operation]--> Paragraph 175 --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175
Neg LogProb(↓):   0.257403
Path Entropy(↓):  0.609774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films written by the screenwriter of ninotchka
Start Entity:     Ninotchka
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Ninotchka --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Path (Raw):       Ninotchka --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Neg LogProb(↓):   1.000193
Path Entropy(↓):  1.416845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film gaudi afternoon are written by who
Start Entity:     Gaudi Afternoon
Gold Answer:      [['Nelson Gidding', 'Jon Krakauer', 'Richard Jefferies', 'Bob Rafelson', 'Richard Rutowski', 'James Cameron', 'Nancy Savoca', 'Jay Cocks', 'Sarah Kernochan', 'Francine Prose', 'Quentin Tarantino', 'Larry McMurtry', 'David Lean', 'E.M. Forster', 'Santha Rama Rau', 'Sean Penn', 'Oliver Stone', 'Mary Harron', 'Reif Larsen', 'Michael Tolkin', 'Robert Harling', 'John D. MacDonald', 'Bob Gosse', 'Wendy Hammond', 'Aric Avelino', 'Steven Bagatourian', 'James R. Webb', 'Toni Kalem', 'David Cronenberg', 'Anne Tyler', 'Christopher McQuarrie', 'William S. Burroughs', 'Garry Marshall', 'Mats Wahl', 'Kat Candler', 'Shirley Jackson', 'Alan Jacobs', 'Peter Hedges', 'Frank Darabont', 'Stephen King', 'Lee David Zlotoff', 'John Hughes', 'Alison Cross', 'Nick Villiers', 'Josh Klausner']]
Predicted Ans:    Kat Candler
Predicted Path:   Gaudi Afternoon --[starred_actors]--> Juliette Lewis --[(INV) starred_actors]--> Hellion --[written_by]--> Kat Candler
Path (Raw):       Gaudi Afternoon --[starred_actors]--> Juliette Lewis --[(INV) starred_actors]--> Hellion --[written_by]--> Kat Candler
Neg LogProb(↓):   1.383386
Path Entropy(↓):  2.069794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in being flynn
Start Entity:     Being Flynn
Gold Answer:      [['Jon Avnet', 'John Polson', 'Michael Mann', 'Todd Haynes', 'Lasse Hallström', 'Martin Campbell', 'Michael Cuesta', 'Jane Anderson', 'Lee Tamahori', 'Michael Cimino', 'Neil Jordan', 'Rodrigo Cortés', 'Mark Steven Johnson', 'William Wyler', 'Joel Coen', 'J. Lee Thompson', 'Tom Dey', 'James Mangold', 'Jerry Zaks', 'Robert De Niro', 'Martin Scorsese', 'Barry Levinson', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Jon Turteltaub', 'Allan Moyle', 'Neil Burger', 'Jules Dassin', 'Ridley Scott', 'Craig Zisk', 'Bernardo Bertolucci', 'Joel Schumacher', 'David Cronenberg', 'Justin Zackham', 'Ulu Grosbard', 'Cédric Kahn', 'Stephen Daldry', 'Michael Radford', 'Chris Columbus', 'Gary McKendry', 'Paul Weitz', 'Joseph Ruben', 'Ivan Reitman', 'Richard Glatzer', 'Wash Westmoreland', 'Luc Besson', 'David O. Russell', 'Peter Howitt', 'Bart Freundlich', 'Ron Howard', 'Robert Altman', 'Kenneth Branagh', 'Scott McGehee', 'David Siegel', 'Penny Marshall', 'Michael Curtiz', 'Alan Parker', 'Sergio Leone', 'John D. Hancock', 'Atom Egoyan', 'John McNaughton', 'Martin Brest', 'Peter Segal', 'Frank Oz', 'Paul Morrissey', 'Robert Pulcini', 'Shari Springer Berman', 'John Curran', 'Elia Kazan', 'Brian De Palma', 'Edward Dmytryk', 'Joe Roth', 'Dagur Kári', 'Tom Kalin', 'Kirk Jones', 'Roland Joffé', 'Tony Scott', 'Ethan Coen', 'Richard Donner', 'Matt Aselton', 'John Frankenheimer', 'Tom Cairns', 'Ettore Scola', 'So Yong Kim', 'Terry Gilliam', 'Jay Roach', 'Valerie Faris', 'Jonathan Dayton', 'Harold Ramis', 'Peter Yates', 'Johnnie To', 'Robert Rodriguez', 'Irwin Winkler', 'David Grovic']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Being Flynn --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Being Flynn --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   1.203275
Path Entropy(↓):  2.339402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote where do we go now?
Start Entity:     Where Do We Go Now?
Gold Answer:      [['Nadine Labaki']]
Predicted Ans:    Nadine Labaki
Predicted Path:   Where Do We Go Now? --[written_by]--> Nadine Labaki --[(INV) written_by]--> Caramel --[starred_actors]--> Nadine Labaki
Path (Raw):       Where Do We Go Now? --[written_by]--> Nadine Labaki --[(INV) written_by]--> Caramel --[starred_actors]--> Nadine Labaki
Neg LogProb(↓):   0.632316
Path Entropy(↓):  0.691179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor michael hardt co - starred with who
Start Entity:     Michael Hardt
Gold Answer:      [['Judith Butler', 'Martha Nussbaum']]
Predicted Ans:    Michael Hardt
Predicted Path:   Michael Hardt --[(INV) starred_actors]--> Examined Life --[starred_actors]--> Michael Hardt
Path (Raw):       Michael Hardt --[No Operation]--> Michael Hardt --[(INV) starred_actors]--> Examined Life --[starred_actors]--> Michael Hardt
Neg LogProb(↓):   0.067101
Path Entropy(↓):  0.242285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in one, two, three also appears in which films
Start Entity:     One, Two, Three
Gold Answer:      [['Something to Sing About', 'Great Guy', 'The Public Enemy', 'Tribute to a Bad Man', 'Boy Meets Girl', 'Sahara', 'Torrid Zone', 'Angels with Dirty Faces', 'The Fighting 69th', 'City for Conquest', 'Here Comes the Navy', 'Taxi!', 'Love Me or Leave Me', 'Run for Cover', 'The Strawberry Blonde', 'The Oklahoma Kid', 'Footlight Parade', 'The Time of Your Life', 'The Mayor of Hell', 'Blood on the Sun', 'Smart Money', 'Blonde Crazy', 'Each Dawn I Die', 'Lady Killer', 'Ragtime', 'The West Point Story', 'Captains of the Clouds', 'The Thrill of It All', 'The Bride Came C.O.D.', 'The Gallant Hours', 'Mister Roberts', 'Man of a Thousand Faces', 'Shake Hands with the Devil', 'The Crowd Roars', 'The Roaring Twenties', 'White Heat', 'Yankee Doodle Dandy', '13 Rue Madeleine']]
Predicted Ans:    Boy Meets Girl
Predicted Path:   One, Two, Three --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl
Path (Raw):       One, Two, Three --[starred_actors]--> James Cagney --[No Operation]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl
Neg LogProb(↓):   0.902130
Path Entropy(↓):  2.181816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote pretty maids all in a row
Start Entity:     Pretty Maids All in a Row
Gold Answer:      [['Eric Bana', 'Leonard Nimoy', 'Chris Pine', 'Karl Urban', 'Robert Foxworth', 'Zachary Quinto', 'Zoe Saldana']]
Predicted Ans:    Rock Hudson
Predicted Path:   Pretty Maids All in a Row --[written_by]--> Gene Roddenberry --[(INV) written_by]--> Pretty Maids All in a Row --[starred_actors]--> Rock Hudson
Path (Raw):       Pretty Maids All in a Row --[written_by]--> Gene Roddenberry --[(INV) written_by]--> Pretty Maids All in a Row --[starred_actors]--> Rock Hudson
Neg LogProb(↓):   0.161443
Path Entropy(↓):  0.575216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by heroes for sale actors release
Start Entity:     Heroes for Sale
Gold Answer:      [['1946', '1944', '1967', '1935', '1939', '1933', '1951', '1947', '1932', '1931', '1948', '1972', '1942', '1938', '1934', '1949', '1950', '1929', '1945', '1937', '1958', '1930']]
Predicted Ans:    1930
Predicted Path:   Heroes for Sale --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> The Devil to Pay! --[release_year]--> 1930
Path (Raw):       Heroes for Sale --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> The Devil to Pay! --[release_year]--> 1930
Neg LogProb(↓):   1.237182
Path Entropy(↓):  1.912019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by josh radnor were released in which years
Start Entity:     Josh Radnor
Gold Answer:      [['2012', '2010']]
Predicted Ans:    2012
Predicted Path:   Josh Radnor --[(INV) directed_by]--> Liberal Arts --[release_year]--> 2012
Path (Raw):       Josh Radnor --[No Operation]--> Josh Radnor --[(INV) directed_by]--> Liberal Arts --[release_year]--> 2012
Neg LogProb(↓):   0.379992
Path Entropy(↓):  0.623942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the green room
Start Entity:     The Green Room
Gold Answer:      [['Blake Edwards', 'Marcel Moussy', 'Charles Williams', 'Ray Bradbury', 'François Truffaut', 'Cornell Woolrich']]
Predicted Ans:    François Truffaut
Predicted Path:   The Green Room --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Path (Raw):       The Green Room --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Neg LogProb(↓):   0.430335
Path Entropy(↓):  0.949804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the great ziegfeld are written by who
Start Entity:     The Great Ziegfeld
Gold Answer:      [['Wallace Sullivan', 'John Fusco', "John O'Hara", 'Dashiell Hammett', 'Louis Bromfield', 'Nell Shipman', 'Rachel Crothers', 'Michael Arlen', 'Ernestine Gilbreth Carey', 'Talbot Jennings', 'Arthur Caesar', 'Howard Teichmann', 'Frederick Lonsdale', 'Ernest Lehman', 'MacKinlay Kantor', 'Philip Barry', 'Waldemar Young', 'Vincent Lawrence', 'Jo Swerling', 'Howard Emmett Rogers', 'Norman Panama', 'Clarence Day', 'Bertram Bloch', 'Eric Hodgins', 'Edward Poor Montgomery', 'Claudine West', 'Frank Wead', 'William Bowers', 'Jacques Théry', 'Sidney Sheldon', 'Pearl S. Buck', 'Walter Reisch', 'George Oppenheimer', 'Ladislas Fodor', 'Herman J. Mankiewicz', 'Max Trell', 'Tess Slesinger', 'Nathanael West', 'Albert Hackett', 'Talbot Mundy', 'Frances Goodrich', 'Ferenc Molnár', 'Joshua Logan', 'Shonda Rhimes', 'S.K. Lauren', 'Everett Freeman', 'John F. Goodrich', 'Melvin Frank', 'Faith Baldwin', 'Anita Loos', 'Eric Hatch', 'Peter Berneis', 'Thomas Heggen', 'Arthur Somers Roche', 'Morrie Ryskind', 'Josef von Sternberg', 'James Kevin McGuinness', 'Maurine Dallas Watkins']]
Predicted Ans:    George Oppenheimer
Predicted Path:   The Great Ziegfeld --[starred_actors]--> William Powell --[(INV) starred_actors]--> Rendezvous --[written_by]--> George Oppenheimer
Path (Raw):       The Great Ziegfeld --[starred_actors]--> William Powell --[(INV) starred_actors]--> Rendezvous --[written_by]--> George Oppenheimer
Neg LogProb(↓):   0.963811
Path Entropy(↓):  1.832737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by kenneth g. ross were directed by who
Start Entity:     Kenneth G. Ross
Gold Answer:      [['Bruce Beresford']]
Predicted Ans:    Bruce Beresford
Predicted Path:   Kenneth G. Ross --[(INV) written_by]--> Breaker Morant --[directed_by]--> Bruce Beresford
Path (Raw):       Kenneth G. Ross --[No Operation]--> Kenneth G. Ross --[(INV) written_by]--> Breaker Morant --[directed_by]--> Bruce Beresford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by little lord fauntleroy actors
Start Entity:     Little Lord Fauntleroy
Gold Answer:      [['English']]
Predicted Ans:    Fantasy
Predicted Path:   Little Lord Fauntleroy --[starred_actors]--> Eric Porter --[(INV) starred_actors]--> The Lost Continent --[has_genre]--> Fantasy
Path (Raw):       Little Lord Fauntleroy --[starred_actors]--> Eric Porter --[(INV) starred_actors]--> The Lost Continent --[has_genre]--> Fantasy
Neg LogProb(↓):   0.404695
Path Entropy(↓):  1.014811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by the director of the flight of the phoenix starred who
Start Entity:     The Flight of the Phoenix
Gold Answer:      [['Peter Falk', 'Laurene Landon', 'Vicki Frederick', 'Eddie Albert', 'Catherine Deneuve', 'Ernest Borgnine', 'Gary Cooper', 'Harrison Ford', 'Dorothy Malone', 'Michael Caine', 'Anita Ekberg', 'Richard Jaeckel', 'Burt Reynolds', 'Cliff Robertson', 'Bruce Davison', 'Joseph Cotten', 'Peter Finch', 'Dean Martin', 'Harry Andrews', 'Ben Johnson', 'Bette Davis', 'Lee Marvin', 'Martine Carol', 'Paul Winfield', 'Wendell Corey', 'Jack Palance', 'Joan Crawford', 'Gene Wilder', 'Ian Bannen', 'Robert Strauss', 'Kim Novak', 'Jeff Chandler', 'Ralph Meeker', 'Denise Darcel', 'Burt Lancaster', 'Ursula Andress', 'Kirk Douglas', 'Jean Hagen', 'Charles Bronson', 'Cesar Romero', 'Frank Sinatra', 'Ida Lupino', 'Jim Brown', 'Rock Hudson']]
Predicted Ans:    Bette Davis
Predicted Path:   The Flight of the Phoenix --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Path (Raw):       The Flight of the Phoenix --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.942859
Path Entropy(↓):  1.784788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by linda ronstadt release
Start Entity:     Linda Ronstadt
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Linda Ronstadt --[(INV) starred_actors]--> The Pirates of Penzance --[release_year]--> 1983
Path (Raw):       Linda Ronstadt --[No Operation]--> Linda Ronstadt --[(INV) starred_actors]--> The Pirates of Penzance --[release_year]--> 1983
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of richard rutowski
Start Entity:     Richard Rutowski
Gold Answer:      [['Oliver Stone', 'Quentin Tarantino']]
Predicted Ans:    Oliver Stone
Predicted Path:   Richard Rutowski --[(INV) written_by]--> Natural Born Killers --[written_by]--> Oliver Stone
Path (Raw):       Richard Rutowski --[No Operation]--> Richard Rutowski --[(INV) written_by]--> Natural Born Killers --[written_by]--> Oliver Stone
Neg LogProb(↓):   0.122648
Path Entropy(↓):  0.421092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie peter and vandy were in which genres
Start Entity:     Peter and Vandy
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter and Vandy --[starred_actors]--> Jess Weixler --[(INV) starred_actors]--> Somebody Up There Likes Me --[has_genre]--> Comedy
Path (Raw):       Peter and Vandy --[starred_actors]--> Jess Weixler --[(INV) starred_actors]--> Somebody Up There Likes Me --[has_genre]--> Comedy
Neg LogProb(↓):   0.470839
Path Entropy(↓):  1.096720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed love meetings
Start Entity:     Love Meetings
Gold Answer:      [['1962', '1968', '1963', '1988', '1964', '1975', '1972', '1971', '1966', '1942', '1961', '1967', '1969', '1974']]
Predicted Ans:    1963
Predicted Path:   Love Meetings --[directed_by]--> Pier Paolo Pasolini --[(INV) directed_by]--> Ro.Go.Pa.G. --[release_year]--> 1963
Path (Raw):       Love Meetings --[directed_by]--> Pier Paolo Pasolini --[(INV) directed_by]--> Ro.Go.Pa.G. --[release_year]--> 1963
Neg LogProb(↓):   1.297176
Path Entropy(↓):  1.933657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with a high wind in jamaica in
Start Entity:     A High Wind in Jamaica
Gold Answer:      [['Swedish', 'French', 'English', 'Greek', 'Italian', 'German']]
Predicted Ans:    Swedish
Predicted Path:   A High Wind in Jamaica --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Path (Raw):       A High Wind in Jamaica --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Neg LogProb(↓):   0.253382
Path Entropy(↓):  0.563879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the groundstar conspiracy were released in which years
Start Entity:     The Groundstar Conspiracy
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Groundstar Conspiracy --[written_by]--> Douglas Heyes --[(INV) written_by]--> Ice Station Zebra --[release_year]--> 1968
Path (Raw):       The Groundstar Conspiracy --[written_by]--> Douglas Heyes --[(INV) written_by]--> Ice Station Zebra --[release_year]--> 1968
Neg LogProb(↓):   0.017813
Path Entropy(↓):  0.088782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with linda harrison
Start Entity:     Linda Harrison
Gold Answer:      [['Maurice Evans', 'James Franciscus', 'Kim Hunter']]
Predicted Ans:    Kim Hunter
Predicted Path:   Linda Harrison --[(INV) starred_actors]--> Beneath the Planet of the Apes --[starred_actors]--> Kim Hunter
Path (Raw):       Linda Harrison --[No Operation]--> Linda Harrison --[(INV) starred_actors]--> Beneath the Planet of the Apes --[starred_actors]--> Kim Hunter
Neg LogProb(↓):   0.227518
Path Entropy(↓):  0.534242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Superman, when was it released
Start Entity:     Superman
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Superman --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Path (Raw):       Superman --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Neg LogProb(↓):   2.982560
Path Entropy(↓):  4.055034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is the bunker in
Start Entity:     The Bunker
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Bunker --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       The Bunker --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.489208
Path Entropy(↓):  3.801956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of buena vista social club were directed by who
Start Entity:     Buena Vista Social Club
Gold Answer:      [['Juliano Ribeiro Salgado', 'Wim Wenders', 'Michelangelo Antonioni', 'Victor Sjöström', 'Brad Silberling', 'Roland Joffé']]
Predicted Ans:    Wim Wenders
Predicted Path:   Buena Vista Social Club --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Path (Raw):       Buena Vista Social Club --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.593970
Path Entropy(↓):  1.498724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the sword and the rose were directed by who
Start Entity:     The Sword and the Rose
Gold Answer:      [['Francis D. Lyon', 'Ken Annakin', 'Robert Stevenson']]
Predicted Ans:    Robert Stevenson
Predicted Path:   The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> Darby O'Gill and the Little People --[directed_by]--> Robert Stevenson
Path (Raw):       The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> Darby O'Gill and the Little People --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   0.101514
Path Entropy(↓):  0.378074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in arifin putra starred movies
Start Entity:     Arifin Putra
Gold Answer:      [['English', 'Indonesian', 'Japanese']]
Predicted Ans:    Indonesian
Predicted Path:   Arifin Putra --[(INV) starred_actors]--> The Raid 2 --[in_language]--> Indonesian
Path (Raw):       Arifin Putra --[No Operation]--> Arifin Putra --[(INV) starred_actors]--> The Raid 2 --[in_language]--> Indonesian
Neg LogProb(↓):   0.056333
Path Entropy(↓):  0.224700
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie morocco
Start Entity:     Morocco
Gold Answer:      [['Jules Furthman', 'Benno Vigny']]
Predicted Ans:    Jules Furthman
Predicted Path:   Morocco --[written_by]--> Jules Furthman --[(INV) written_by]--> Blonde Venus --[written_by]--> Jules Furthman
Path (Raw):       Morocco --[written_by]--> Jules Furthman --[(INV) written_by]--> Blonde Venus --[written_by]--> Jules Furthman
Neg LogProb(↓):   0.200847
Path Entropy(↓):  0.488967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by carlos bolado
Start Entity:     Carlos Bolado
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Carlos Bolado --[(INV) directed_by]--> Only God Knows --[has_genre]--> Drama
Path (Raw):       Carlos Bolado --[No Operation]--> Carlos Bolado --[(INV) directed_by]--> Only God Knows --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of poetic justice
Start Entity:     Poetic Justice
Gold Answer:      [['Kristy Swanson', 'Charles Cioffi', 'Christian Bale', 'Angela Bassett', 'Michael Rapaport', 'Samuel L. Jackson', 'Jeffrey Wright', 'Richard Roundtree', 'Tyrese Gibson', 'Omar Epps', 'Christopher St. John', 'Moses Gunn']]
Predicted Ans:    Christopher St. John
Predicted Path:   Poetic Justice --[written_by]--> John Singleton --[(INV) written_by]--> Shaft --[starred_actors]--> Christopher St. John
Path (Raw):       Poetic Justice --[written_by]--> John Singleton --[(INV) written_by]--> Shaft --[starred_actors]--> Christopher St. John
Neg LogProb(↓):   0.106842
Path Entropy(↓):  0.459135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by patch adams actors
Start Entity:     Patch Adams
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Patch Adams --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       Patch Adams --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.000110
Path Entropy(↓):  0.001333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie the sum of all fears in a few words
Start Entity:     The Sum of All Fears
Gold Answer:      [['jack ryan', 'phil alden robinson', 'cia', 'jerry goldsmith', 'tom clancy']]
Predicted Ans:    philip k. dick
Predicted Path:   The Sum of All Fears --[has_tags]--> jerry goldsmith --[(INV) has_tags]--> Total Recall --[has_tags]--> philip k. dick
Path (Raw):       The Sum of All Fears --[has_tags]--> jerry goldsmith --[(INV) has_tags]--> Total Recall --[has_tags]--> philip k. dick
Neg LogProb(↓):   0.922884
Path Entropy(↓):  1.334522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by mike binder in
Start Entity:     Mike Binder
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mike Binder --[(INV) written_by]--> Indian Summer --[has_genre]--> Comedy
Path (Raw):       Mike Binder --[No Operation]--> Mike Binder --[(INV) written_by]--> Indian Summer --[has_genre]--> Comedy
Neg LogProb(↓):   0.550366
Path Entropy(↓):  1.258868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does marta etura appear in
Start Entity:     Marta Etura
Gold Answer:      [['Eva']]
Predicted Ans:    Eva
Predicted Path:   Marta Etura --[(INV) starred_actors]--> Eva --[starred_actors]--> Marta Etura --[(INV) starred_actors]--> Eva
Path (Raw):       Marta Etura --[(INV) starred_actors]--> Eva --[starred_actors]--> Marta Etura --[(INV) starred_actors]--> Eva
Neg LogProb(↓):   0.198673
Path Entropy(↓):  0.574280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the prestige
Start Entity:     The Prestige
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   The Prestige --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       The Prestige --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.928088
Path Entropy(↓):  4.579762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by emmanuelle arsan starred which actors
Start Entity:     Emmanuelle Arsan
Gold Answer:      [['Sylvia Kristel']]
Predicted Ans:    Sylvia Kristel
Predicted Path:   Emmanuelle Arsan --[(INV) written_by]--> Emmanuelle --[starred_actors]--> Sylvia Kristel
Path (Raw):       Emmanuelle Arsan --[No Operation]--> Emmanuelle Arsan --[(INV) written_by]--> Emmanuelle --[starred_actors]--> Sylvia Kristel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of dark touch starred who
Start Entity:     Dark Touch
Gold Answer:      [['Marina de Van', 'Monica Bellucci', 'Sophie Marceau']]
Predicted Ans:    Sophie Marceau
Predicted Path:   Dark Touch --[written_by]--> Marina de Van --[(INV) written_by]--> Don't Look Back --[starred_actors]--> Sophie Marceau
Path (Raw):       Dark Touch --[written_by]--> Marina de Van --[(INV) written_by]--> Don't Look Back --[starred_actors]--> Sophie Marceau
Neg LogProb(↓):   0.601891
Path Entropy(↓):  1.101932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the getaway
Start Entity:     The Getaway
Gold Answer:      [['Michael Madsen', 'James Woods', 'Kim Basinger', 'Alec Baldwin']]
Predicted Ans:    James Woods
Predicted Path:   The Getaway --[starred_actors]--> James Woods --[(INV) starred_actors]--> End Game --[starred_actors]--> James Woods
Path (Raw):       The Getaway --[starred_actors]--> James Woods --[(INV) starred_actors]--> End Game --[starred_actors]--> James Woods
Neg LogProb(↓):   1.343123
Path Entropy(↓):  1.632308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by nell shipman released
Start Entity:     Nell Shipman
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Nell Shipman --[(INV) written_by]--> Wings in the Dark --[release_year]--> 1935
Path (Raw):       Nell Shipman --[No Operation]--> Nell Shipman --[(INV) written_by]--> Wings in the Dark --[release_year]--> 1935
Neg LogProb(↓):   0.000785
Path Entropy(↓):  0.006394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by kristina soderbaum released
Start Entity:     Kristina Söderbaum
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Kristina Söderbaum --[(INV) starred_actors]--> Jud Süß --[release_year]--> 1940
Path (Raw):       Kristina Söderbaum --[No Operation]--> Kristina Söderbaum --[(INV) starred_actors]--> Jud Süß --[release_year]--> 1940
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie five corners were in which genres
Start Entity:     Five Corners
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys --[has_genre]--> Drama
Path (Raw):       Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys --[has_genre]--> Drama
Neg LogProb(↓):   0.642296
Path Entropy(↓):  0.850863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote purely belter
Start Entity:     Purely Belter
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Purely Belter --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[has_genre]--> Comedy
Path (Raw):       Purely Belter --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[has_genre]--> Comedy
Neg LogProb(↓):   0.025028
Path Entropy(↓):  0.149611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in lake placid
Start Entity:     Lake Placid
Gold Answer:      [['Thai', 'French']]
Predicted Ans:    poe
Predicted Path:   Lake Placid --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[has_tags]--> poe
Path (Raw):       Lake Placid --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[has_tags]--> poe
Neg LogProb(↓):   0.000864
Path Entropy(↓):  0.007710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film sahara
Start Entity:     Sahara
Gold Answer:      [['David Hubbard', 'Abem Finkel', 'Seton I. Miller', 'Barbara Benedek', 'Dashiell Hammett', 'Delmer Daves', 'Agustín Díaz Yanes', 'Bertram Bloch', 'Mark Illsley', 'Xavier Beauvois', 'Sidney Kingsley', 'Richard Linklater', 'Truman Capote', 'Helen Childress', 'Clive Barker', 'Samuel A. Taylor', 'Philip Yordan', 'Scott Spencer', 'Ferenc Molnár', 'B. Traven', 'Richard Macaulay', 'Arthur T. Horman', 'Skip Hollandsworth', 'Sergio Castellitto', 'Jeff Nichols', 'Alfred Hayes', 'Joseph Kessel', 'Richard Connell', 'Earl Baldwin', 'James Norman Hall', 'Charles Nordhoff', 'W.R. Burnett', 'Philip G. Epstein', 'Jordan Belfort', 'Dale Messick', 'Rowland Brown', 'Pedro Almodóvar', 'Robert Lord', 'Douglas Day Stewart', 'Warren Duff', 'Stephen Belber', 'William Wister Haines', 'Jeff Buhler', 'Jonathan Mostow', 'Billy Wilder', 'Albert Dupontel', 'Shana Feste', 'Joshua Safran', 'Cormac McCarthy', 'Dwight Taylor', 'Steve Fisher', 'Philip Roth', 'I.A.L. Diamond', 'Robert Rossen', 'Lester Cole', 'Bertrand Tavernier', 'Andy Tennant', 'Terence Winter', 'Alfred Neumann', 'Michael Ellis', 'Pamela Falk', 'Thomas Job', 'Martin Vale', 'Dorothy B. Hughes', 'Bob Kane', 'Clay Tarver', 'Robert Buckner', 'David Goodis', 'Polly Platt', 'Richard Brooks', 'Walter Doniger', 'David Rayfiel', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Manuel Gómez Pereira', 'Gerald Drayson Adams', 'Ernest Hemingway', 'Luc Besson', 'Henry De Vere Stacpoole', 'Louis de Bernières', 'Mateo Gil', 'Christopher Nolan', 'Jonathan Nolan', 'Michele Alexander', 'Jeannie Long', 'Brown Holmes', 'Maude Fulton', 'Ranald MacDougall', 'Jerzy Kawalerowicz', 'Nicholas Meyer', 'Maxwell Anderson', 'Oliver H.P. Garrett', 'Sidney Biddell', 'John Grisham', 'Michael Winner', 'Melisa Wallack', 'Craig Borten', 'Jonathan Finn', 'Madame de La Fayette', 'Jack Moffitt', 'Louis Malle', 'Jamie Linden', 'Joseph Hayes', "Liam O'Brien", 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'S.R. Bindler', 'Jerry Wald', 'Albert Husson', 'David Twohy', 'Mark Hellinger', 'Judith Rascoe', 'Herman Wouk', 'André Téchiné', 'Willard Motley', 'John Huston', 'Casey Robinson', 'Tracy Letts', 'John Wexley', 'Barré Lyndon', 'Fabrice Canepa', 'Ernest Lehman', 'William J. Makin', 'Jon Lucas', 'Scott Moore', 'Lee Daniels', 'James Agee', 'A.I. Bezzerides', 'Budd Schulberg', 'Jake Paltrow', 'Claud Cockburn', 'Lewis E. Lawes', 'Vincent B. Evans', 'Cameron Crowe', 'John Hamburg', 'Robert Siodmak', 'Jeff Kinney', 'Larry Charles', 'Michael Connelly', 'Joan Alison', 'Alejandro Amenábar', 'John Romano', 'Bob Dylan', 'Howard Koch', 'Murray Burnett']]
Predicted Ans:    Sergio Castellitto
Predicted Path:   Sahara --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[written_by]--> Sergio Castellitto
Path (Raw):       Sahara --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[written_by]--> Sergio Castellitto
Neg LogProb(↓):   1.643224
Path Entropy(↓):  2.290212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by michael capellupo
Start Entity:     Michael Capellupo
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Michael Capellupo --[(INV) written_by]--> The Chair --[release_year]--> 2007
Path (Raw):       Michael Capellupo --[No Operation]--> Michael Capellupo --[(INV) written_by]--> The Chair --[release_year]--> 2007
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by manish dayal
Start Entity:     Manish Dayal
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Manish Dayal --[(INV) starred_actors]--> The Hundred-Foot Journey --[has_genre]--> Comedy
Path (Raw):       Manish Dayal --[No Operation]--> Manish Dayal --[(INV) starred_actors]--> The Hundred-Foot Journey --[has_genre]--> Comedy
Neg LogProb(↓):   0.439666
Path Entropy(↓):  0.653946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie lenny
Start Entity:     Lenny
Gold Answer:      [['Joel Hopkins', 'Elaine May', 'John Schlesinger', 'Stephen Frears', 'Dustin Hoffman', 'Wolfgang Petersen', 'Mike Nichols', 'David O. Russell', 'Barry Levinson', 'Michael Apted', 'Thomas McCarthy', 'Alex Segal', 'Zach Helm', 'Franklin J. Schaffner', 'Michael Corrente', 'Jay Roach', 'Gary Fleder', 'Robert Benton', 'Mark Osborne', 'John Stevenson', 'Steven Spielberg', 'Ulu Grosbard', 'Sidney Lumet', 'Arthur Penn', 'Sydney Pollack', 'Rod Lurie', 'Sam Peckinpah', 'Paul Weitz', 'Volker Schlöndorff', 'Alan J. Pakula']]
Predicted Ans:    John Schlesinger
Predicted Path:   Lenny --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[directed_by]--> John Schlesinger
Path (Raw):       Lenny --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Marathon Man --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.050155
Path Entropy(↓):  0.267938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the it's a wonderful afterlife director release
Start Entity:     It's a Wonderful Afterlife
Gold Answer:      [['2000', '2008', '1993', '2006', '2002']]
Predicted Ans:    2006
Predicted Path:   It's a Wonderful Afterlife --[directed_by]--> Gurinder Chadha --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       It's a Wonderful Afterlife --[directed_by]--> Gurinder Chadha --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.293770
Path Entropy(↓):  0.958530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jodhi may were in which genres
Start Entity:     Jodhi May
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Jodhi May --[(INV) starred_actors]--> Nightwatching --[has_genre]--> Drama
Path (Raw):       Jodhi May --[No Operation]--> Jodhi May --[(INV) starred_actors]--> Nightwatching --[has_genre]--> Drama
Neg LogProb(↓):   0.001196
Path Entropy(↓):  0.010065
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of billy bathgate
Start Entity:     Billy Bathgate
Gold Answer:      [['Birthday Girl', 'The Human Stain', 'Batman Forever', 'Bewitched', 'The Stepford Wives', 'Little Fockers', 'Lenny', 'Rabbit Hole', 'Moulin Rouge!', 'Practical Magic', 'Hero', "Nobody's Fool", 'Last Chance Harvey', "Mr. Magorium's Wonder Emporium", 'Dogville', 'Birth', 'Just Go with It', 'Sphere', 'Blind Date', 'The Cobbler', 'Over the Hedge', 'Live Free or Die Hard', 'Family Business', 'Papillon', 'Bandits', 'In Country', 'Marathon Man', 'Cop Out', 'Sunset', '16 Blocks', 'The Paperboy', 'Color of Night', 'Mortal Thoughts', 'The Story of Us', 'The Whole Nine Yards', 'Rain Man', 'Die Hard', 'Ishtar', 'The Graduate', 'Unbreakable', 'The Prince', 'Dead Calm', 'Hudson Hawk', 'Kung Fu Panda', 'Die Hard 2', 'Alpha Dog', 'Straight Time', 'Lucky Number Slevin', 'Stoker', 'Striking Distance', 'Agatha', 'Runaway Jury', 'Wag the Dog', 'The Portrait of a Lady', 'Assassination of a High School President', 'The Whole Ten Yards', 'Tootsie', 'The Interpreter', 'Mumford', 'Fire with Fire', 'Malice', 'I Heart Huckabees', 'Little Big Man', 'The Peacemaker', 'Looper', 'Vice', 'The Jackal', 'Far and Away', 'Hook', 'My Life', "All the President's Men", 'Death Becomes Her', 'American Buffalo', 'Mercury Rising', 'Straw Dogs', 'Nine', 'The Bonfire of the Vanities', 'The Invasion', 'Armageddon', 'Perfect Stranger', 'Midnight Cowboy', 'A Good Day to Die Hard', 'To Die For', 'The Hours', 'Tears of the Sun', 'Cold Mountain', 'Flirting', 'Setup', 'The Last Boy Scout', 'Before I Go to Sleep', 'Kung Fu Panda Holiday', 'Mad City', 'Trespass', 'The Siege', 'Days of Thunder', 'Death of a Salesman', "Hart's War", 'The Golden Compass', 'The Cold Light of Day', 'Last Man Standing', 'The Sixth Sense', 'Meet the Fockers', 'The Fifth Element', 'Hostage', 'Grace of Monaco', 'Who Is Harry Kellerman and Why Is He Saying Those Terrible Things About Me?', 'Surrogates', 'Outbreak', 'The Others']]
Predicted Ans:    The Fifth Element
Predicted Path:   Billy Bathgate --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element
Path (Raw):       Billy Bathgate --[starred_actors]--> Bruce Willis --[No Operation]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element
Neg LogProb(↓):   0.957899
Path Entropy(↓):  2.078843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the manhattan project
Start Entity:     The Manhattan Project
Gold Answer:      [['Family', 'Music', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Manhattan Project --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Path (Raw):       The Manhattan Project --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Neg LogProb(↓):   0.095817
Path Entropy(↓):  0.443530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the train robbers
Start Entity:     The Train Robbers
Gold Answer:      [['French', 'Swahili', 'Irish', 'English', 'German']]
Predicted Ans:    Irish
Predicted Path:   The Train Robbers --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The Train Robbers --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.049992
Path Entropy(↓):  0.219445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did shamim sarif direct
Start Entity:     Shamim Sarif
Gold Answer:      [['The World Unseen', "I Can't Think Straight"]]
Predicted Ans:    I Can't Think Straight
Predicted Path:   Shamim Sarif --[(INV) directed_by]--> I Can't Think Straight --[directed_by]--> Shamim Sarif --[(INV) directed_by]--> I Can't Think Straight
Path (Raw):       Shamim Sarif --[(INV) directed_by]--> I Can't Think Straight --[directed_by]--> Shamim Sarif --[(INV) directed_by]--> I Can't Think Straight
Neg LogProb(↓):   1.050628
Path Entropy(↓):  1.344582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film thief of hearts
Start Entity:     Thief of Hearts
Gold Answer:      [['Armitage Trail', 'Brad Anderson', 'James Clavell', 'George Langelaan', 'Oliver Stone', 'Charles Lederer', 'Ben Hecht', 'Joe Eszterhas', 'Eleazar Lipsky', 'David Cronenberg', 'Ross Macdonald', 'Nicholas St. John', 'Stephen Gevedon', 'Brian De Palma', 'George Jonas', 'Chris Bryant']]
Predicted Ans:    Nicholas St. John
Predicted Path:   Thief of Hearts --[starred_actors]--> David Caruso --[(INV) starred_actors]--> King of New York --[written_by]--> Nicholas St. John
Path (Raw):       Thief of Hearts --[starred_actors]--> David Caruso --[(INV) starred_actors]--> King of New York --[written_by]--> Nicholas St. John
Neg LogProb(↓):   0.767422
Path Entropy(↓):  1.337810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the incredibles
Start Entity:     The Incredibles
Gold Answer:      [['2005', '1999', '2007']]
Predicted Ans:    2007
Predicted Path:   The Incredibles --[directed_by]--> Brad Bird --[(INV) directed_by]--> Ratatouille --[release_year]--> 2007
Path (Raw):       The Incredibles --[directed_by]--> Brad Bird --[(INV) directed_by]--> Ratatouille --[release_year]--> 2007
Neg LogProb(↓):   0.688767
Path Entropy(↓):  1.120201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with millions fall under
Start Entity:     Millions
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Millions --[starred_actors]--> Alex Etel --[(INV) starred_actors]--> From Time to Time --[has_genre]--> Adventure
Path (Raw):       Millions --[starred_actors]--> Alex Etel --[(INV) starred_actors]--> From Time to Time --[has_genre]--> Adventure
Neg LogProb(↓):   0.253585
Path Entropy(↓):  0.610671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does susan cabot appear in
Start Entity:     Susan Cabot
Gold Answer:      [['The Wasp Woman']]
Predicted Ans:    The Wasp Woman
Predicted Path:   Susan Cabot --[(INV) starred_actors]--> The Wasp Woman --[starred_actors]--> Susan Cabot --[(INV) starred_actors]--> The Wasp Woman
Path (Raw):       Susan Cabot --[(INV) starred_actors]--> The Wasp Woman --[starred_actors]--> Susan Cabot --[(INV) starred_actors]--> The Wasp Woman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in flaming star
Start Entity:     Flaming Star
Gold Answer:      [['Barbara Eden', 'Elvis Presley']]
Predicted Ans:    Barbara Eden
Predicted Path:   Flaming Star --[starred_actors]--> Barbara Eden --[(INV) starred_actors]--> Flaming Star --[starred_actors]--> Barbara Eden
Path (Raw):       Flaming Star --[starred_actors]--> Barbara Eden --[(INV) starred_actors]--> Flaming Star --[starred_actors]--> Barbara Eden
Neg LogProb(↓):   0.014807
Path Entropy(↓):  0.082325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie starstruck released
Start Entity:     Starstruck
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Starstruck --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Path (Raw):       Starstruck --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   2.589879
Path Entropy(↓):  4.215901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the hairdresser's husband
Start Entity:     The Hairdresser's Husband
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Hairdresser's Husband --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[in_language]--> French
Path (Raw):       The Hairdresser's Husband --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[in_language]--> French
Neg LogProb(↓):   0.000648
Path Entropy(↓):  0.006358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of mixed nuts
Start Entity:     Mixed Nuts
Gold Answer:      [['1983', '1998', '1950', '1990', '1992', '1989', '1993', '2005', '1996', '1945', '1986', '2011']]
Predicted Ans:    1986
Predicted Path:   Mixed Nuts --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[release_year]--> 1986
Path (Raw):       Mixed Nuts --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[release_year]--> 1986
Neg LogProb(↓):   0.647497
Path Entropy(↓):  1.342376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by elizabeth hartman
Start Entity:     Elizabeth Hartman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue --[has_genre]--> Drama
Path (Raw):       Elizabeth Hartman --[No Operation]--> Elizabeth Hartman --[(INV) starred_actors]--> A Patch of Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in chaplin
Start Entity:     Chaplin
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chaplin --[starred_actors]--> Geraldine Chaplin --[(INV) starred_actors]--> All Together --[has_genre]--> Comedy
Path (Raw):       Chaplin --[starred_actors]--> Geraldine Chaplin --[(INV) starred_actors]--> All Together --[has_genre]--> Comedy
Neg LogProb(↓):   0.867681
Path Entropy(↓):  1.082374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the wendell baker story
Start Entity:     The Wendell Baker Story
Gold Answer:      [['1998', '1997', '2009', '2001', '2003', '1996', '2006', '1999', '2002', '2014', '2012', '2007']]
Predicted Ans:    2009
Predicted Path:   The Wendell Baker Story --[starred_actors]--> Luke Wilson --[(INV) starred_actors]--> Middle Men --[release_year]--> 2009
Path (Raw):       The Wendell Baker Story --[starred_actors]--> Luke Wilson --[(INV) starred_actors]--> Middle Men --[release_year]--> 2009
Neg LogProb(↓):   0.961217
Path Entropy(↓):  1.798185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of louise rennison written films
Start Entity:     Louise Rennison
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Louise Rennison --[(INV) written_by]--> Angus, Thongs and Perfect Snogging --[release_year]--> 2008
Path (Raw):       Louise Rennison --[No Operation]--> Louise Rennison --[(INV) written_by]--> Angus, Thongs and Perfect Snogging --[release_year]--> 2008
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by edward van sloan were released in which years
Start Entity:     Edward Van Sloan
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   Edward Van Sloan --[(INV) starred_actors]--> Dracula's Daughter --[release_year]--> 1936
Path (Raw):       Edward Van Sloan --[No Operation]--> Edward Van Sloan --[(INV) starred_actors]--> Dracula's Daughter --[release_year]--> 1936
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the new babylon
Start Entity:     The New Babylon
Gold Answer:      [['2000', '1964', '2009', '1948', '1971', '1990', '1996', '1969']]
Predicted Ans:    1990
Predicted Path:   The New Babylon --[directed_by]--> Grigori Kozintsev --[(INV) directed_by]--> Hamlet --[release_year]--> 1990
Path (Raw):       The New Babylon --[directed_by]--> Grigori Kozintsev --[(INV) directed_by]--> Hamlet --[release_year]--> 1990
Neg LogProb(↓):   1.205040
Path Entropy(↓):  1.796132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie in the house were in which languages
Start Entity:     In the House
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   In the House --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche --[in_language]--> French
Path (Raw):       In the House --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche --[in_language]--> French
Neg LogProb(↓):   0.015886
Path Entropy(↓):  0.091785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie roadracers starred who
Start Entity:     Roadracers
Gold Answer:      [['Jason Wiles', 'David Arquette', 'Salma Hayek']]
Predicted Ans:    David Arquette
Predicted Path:   Roadracers --[starred_actors]--> David Arquette --[(INV) starred_actors]--> Eight Legged Freaks --[starred_actors]--> David Arquette
Path (Raw):       Roadracers --[starred_actors]--> David Arquette --[(INV) starred_actors]--> Eight Legged Freaks --[starred_actors]--> David Arquette
Neg LogProb(↓):   0.105977
Path Entropy(↓):  0.431339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did chad crawford kinkle write
Start Entity:     Chad Crawford Kinkle
Gold Answer:      [['Jug Face']]
Predicted Ans:    Jug Face
Predicted Path:   Chad Crawford Kinkle --[(INV) written_by]--> Jug Face --[written_by]--> Chad Crawford Kinkle --[(INV) written_by]--> Jug Face
Path (Raw):       Chad Crawford Kinkle --[(INV) written_by]--> Jug Face --[written_by]--> Chad Crawford Kinkle --[(INV) written_by]--> Jug Face
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by draga olteanu matei were released in which years
Start Entity:     Draga Olteanu Matei
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire --[release_year]--> 1979
Path (Raw):       Draga Olteanu Matei --[No Operation]--> Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire --[release_year]--> 1979
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by luis piedrahita
Start Entity:     Luis Piedrahita
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Luis Piedrahita --[(INV) directed_by]--> Fermat's Room --[in_language]--> Spanish
Path (Raw):       Luis Piedrahita --[No Operation]--> Luis Piedrahita --[(INV) directed_by]--> Fermat's Room --[in_language]--> Spanish
Neg LogProb(↓):   0.000150
Path Entropy(↓):  0.001470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of calamari union
Start Entity:     Calamari Union
Gold Answer:      [['Josef von Sternberg', 'Menahem Golan', 'Mika Kaurismäki', 'Aki Kaurismäki']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Calamari Union --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Drifting Clouds --[directed_by]--> Aki Kaurismäki
Path (Raw):       Calamari Union --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Drifting Clouds --[directed_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.492319
Path Entropy(↓):  1.183700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by phffft actors
Start Entity:     Phffft
Gold Answer:      [['Murray Schisgal', 'Garson Kanin', 'Ruth Gordon', 'Bill C. Davis', 'Robert Nelson Jacobs', 'Alexandre Breffort', 'Larry Gelbart', 'William Wharton', 'Jack Finney', 'Raymond Carver', 'Frank Barhydt', 'Ira Wallach', 'Howard Teichmann', 'Gilles Mimouni', 'Ruth McKenney', 'Arne Sultan', 'Marvin Worth', 'Neil Simon', 'Albert Mannheimer', 'Joseph Kesselring', 'Thomas Walsh', 'Abe Burrows', 'Jed Harris', 'Robert Altman', 'David Mamet', 'Blake Edwards', 'Arthur Carter', 'Richard Quine', 'Billy Wilder', 'Mike Figgis', 'Charles Lederer', 'James Fritzell', 'Nedrick Young', 'Everett Greenbaum', 'Anna Bonacci', 'Ranald MacDougall', 'Gary David Goldberg', 'I.A.L. Diamond', 'Daniel Taradash', 'Harold Jacob Smith', 'Jerome Lawrence', 'Jack Rose', 'Samuel A. Taylor', 'Norman Katkov', 'Arthur A. Ross', 'Alec Coppel', 'Max Wilk', 'Joshua Logan', 'Harvey Miller', 'Mike Gray', 'Julius J. Epstein', 'William Inge', 'James M. Cain', 'Francis Veber', 'Max Catto', 'Douglas McGrath', 'Mark Steven Johnson', 'Thomas Rickman', 'Mitch Albom', 'Walter Newman', 'Lewis Meltzer', 'Nelson Algren', 'Ben Hecht', 'Thomas Heggen', 'Charles MacArthur', 'George S. Kaufman', 'Bartlett Cormack', 'Frank Harris', 'Robert Thom', 'David Swift', 'Philip G. Epstein', 'Evan Hunter', 'Jerome Chodorov', 'Steve Shagan', 'James J. Corbett', 'James Bridges']]
Predicted Ans:    Billy Wilder
Predicted Path:   Phffft --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Buddy Buddy --[written_by]--> Billy Wilder
Path (Raw):       Phffft --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Buddy Buddy --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.233626
Path Entropy(↓):  1.407806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was john paxton a writer on
Start Entity:     John Paxton
Gold Answer:      [['Fourteen Hours', 'Cornered', 'Kotch', 'Crossfire', 'On the Beach']]
Predicted Ans:    Kotch
Predicted Path:   John Paxton --[(INV) written_by]--> Kotch --[written_by]--> John Paxton --[(INV) written_by]--> Kotch
Path (Raw):       John Paxton --[(INV) written_by]--> Kotch --[written_by]--> John Paxton --[(INV) written_by]--> Kotch
Neg LogProb(↓):   0.495295
Path Entropy(↓):  1.080041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of videodrome
Start Entity:     Videodrome
Gold Answer:      [['Holly Hunter', 'Sandra Bullock', 'Oliver Reed', 'Jeff Goldblum', 'Deborah Kara Unger', 'Patrick McGoohan', 'Stephen Lack', 'Don Cheadle', 'Jeremy Irons', 'James Spader', 'Joe Silver', 'Frank Moore', 'Howard Ryshpan', 'Marilyn Chambers', 'Art Hindle', 'Ronald Mlodzik', 'Ian Holm', 'Elias Koteas', 'Samantha Eggar', 'Robert Pattinson', "Jennifer O'Neill", 'Geena Davis', 'Judy Davis', 'Peter Weller', 'John Getz']]
Predicted Ans:    James Woods
Predicted Path:   Videodrome --[written_by]--> David Cronenberg --[(INV) written_by]--> Videodrome --[starred_actors]--> James Woods
Path (Raw):       Videodrome --[written_by]--> David Cronenberg --[(INV) written_by]--> Videodrome --[starred_actors]--> James Woods
Neg LogProb(↓):   0.927777
Path Entropy(↓):  1.391937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie dogfight
Start Entity:     Dogfight
Gold Answer:      [['Lili Taylor', 'River Phoenix']]
Predicted Ans:    River Phoenix
Predicted Path:   Dogfight --[starred_actors]--> River Phoenix --[(INV) starred_actors]--> Dogfight --[starred_actors]--> River Phoenix
Path (Raw):       Dogfight --[starred_actors]--> River Phoenix --[(INV) starred_actors]--> Dogfight --[starred_actors]--> River Phoenix
Neg LogProb(↓):   0.522825
Path Entropy(↓):  0.749496
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the eyes wide shut director
Start Entity:     Eyes Wide Shut
Gold Answer:      [['William Makepeace Thackeray', 'Jim Thompson', 'Lionel White', 'Diane Johnson', 'Stanley Kubrick', 'Humphrey Cobb', 'Stephen King', 'Anthony Burgess', 'Howard Fast', 'Dalton Trumbo', 'Vladimir Nabokov', 'Michael Herr', 'Gustav Hasford']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Eyes Wide Shut --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Barry Lyndon --[written_by]--> Stanley Kubrick
Path (Raw):       Eyes Wide Shut --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Barry Lyndon --[written_by]--> Stanley Kubrick
Neg LogProb(↓):   0.854055
Path Entropy(↓):  1.355544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of despicable me
Start Entity:     Despicable Me
Gold Answer:      [['Jeff, Who Lives at Home', 'Despicable Me 2', 'Get Smart', 'The Way Way Back', 'Horton Hears a Who!', 'Bad Teacher', 'Alexander and the Terrible, Horrible, No Good, Very Bad Day', 'Sex Tape', 'Seeking a Friend for the End of the World', 'Slackers', 'The 40-Year-Old Virgin', 'The Five-Year Engagement', 'Hope Springs', 'Date Night', 'Evan Almighty', 'Foxcatcher', 'Over the Hedge', 'Forgetting Sarah Marshall', 'The Muppets', 'The End of the Tour', 'Dan in Real Life', 'Dinner for Schmucks', 'The Incredible Burt Wonderstone']]
Predicted Ans:    Bad Teacher
Predicted Path:   Despicable Me --[starred_actors]--> Jason Segel --[(INV) starred_actors]--> Bad Teacher
Path (Raw):       Despicable Me --[starred_actors]--> Jason Segel --[No Operation]--> Jason Segel --[(INV) starred_actors]--> Bad Teacher
Neg LogProb(↓):   0.638777
Path Entropy(↓):  0.866967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by jared drake
Start Entity:     Jared Drake
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Jared Drake --[(INV) directed_by]--> Visioneers --[release_year]--> 2008
Path (Raw):       Jared Drake --[No Operation]--> Jared Drake --[(INV) directed_by]--> Visioneers --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie simon killer
Start Entity:     Simon Killer
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Simon Killer --[directed_by]--> Antonio Campos --[(INV) directed_by]--> Afterschool --[release_year]--> 2008
Path (Raw):       Simon Killer --[directed_by]--> Antonio Campos --[(INV) directed_by]--> Afterschool --[release_year]--> 2008
Neg LogProb(↓):   0.024028
Path Entropy(↓):  0.115755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by heartburn writers
Start Entity:     Heartburn
Gold Answer:      [['Drama', 'Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Heartburn --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Path (Raw):       Heartburn --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Neg LogProb(↓):   0.001584
Path Entropy(↓):  0.013040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of double wedding
Start Entity:     Double Wedding
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Double Wedding --[written_by]--> Ferenc Molnár --[(INV) written_by]--> Liliom --[in_language]--> French
Path (Raw):       Double Wedding --[written_by]--> Ferenc Molnár --[(INV) written_by]--> Liliom --[in_language]--> French
Neg LogProb(↓):   0.141568
Path Entropy(↓):  0.395488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of d - day
Start Entity:     D-Day
Gold Answer:      [['Deepika Padukone', 'Saif Ali Khan', 'Mithun Chakraborty', 'Akshay Kumar', 'Preity Zinta']]
Predicted Ans:    Preity Zinta
Predicted Path:   D-Day --[directed_by]--> Nikhil Advani --[(INV) directed_by]--> Kal Ho Naa Ho --[starred_actors]--> Preity Zinta
Path (Raw):       D-Day --[directed_by]--> Nikhil Advani --[(INV) directed_by]--> Kal Ho Naa Ho --[starred_actors]--> Preity Zinta
Neg LogProb(↓):   0.527116
Path Entropy(↓):  0.697762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was riding the bullet released
Start Entity:     Riding the Bullet
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Riding the Bullet --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Riding the Bullet --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.672501
Path Entropy(↓):  4.214543
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with cedric kahn
Start Entity:     Cédric Kahn
Gold Answer:      [['Rodrigo Cortés']]
Predicted Ans:    Rodrigo Cortés
Predicted Path:   Cédric Kahn --[(INV) directed_by]--> Red Lights --[directed_by]--> Rodrigo Cortés
Path (Raw):       Cédric Kahn --[No Operation]--> Cédric Kahn --[(INV) directed_by]--> Red Lights --[directed_by]--> Rodrigo Cortés
Neg LogProb(↓):   0.462372
Path Entropy(↓):  0.659073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of david boehm written films
Start Entity:     David Boehm
Gold Answer:      [['1933', '1943']]
Predicted Ans:    1933
Predicted Path:   David Boehm --[(INV) written_by]--> Gold Diggers of 1933 --[release_year]--> 1933
Path (Raw):       David Boehm --[No Operation]--> David Boehm --[(INV) written_by]--> Gold Diggers of 1933 --[release_year]--> 1933
Neg LogProb(↓):   0.539493
Path Entropy(↓):  0.960982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film beyond the clouds are written by who
Start Entity:     Beyond the Clouds
Gold Answer:      [['Liliana Cavani', 'Christopher Hampton', 'Manoel de Oliveira', 'Patricia Highsmith', 'William Shakespeare', 'Theodoros Angelopoulos', 'Daniel Clowes', 'John Steinbeck', 'Paul Bowles', 'Damian Harris', 'Ethan Coen', 'Arthur Miller', 'Eugene Solow', 'Tony DeZuniga', 'John Albano', 'Valerie Martin', 'Gilbert Adair', 'Stephen Jeffreys', 'Bruce Robinson', 'Stanley Roberts', 'Jeff Maguire', 'Bernardo Bertolucci', 'Anna Maria Monticelli', 'Choderlos de Laclos', 'Steven Katz', 'Gilles Bourdos', 'Guillaume Musso', 'Raoul Ruiz', 'Oliver Parker', 'Sean McGinly', 'Horton Foote', 'Randall Wallace', 'Henry James']]
Predicted Ans:    Wim Wenders
Predicted Path:   Beyond the Clouds --[starred_actors]--> Irène Jacob --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       Beyond the Clouds --[starred_actors]--> Irène Jacob --[(INV) starred_actors]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.268356
Path Entropy(↓):  0.939774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor omar hakim acted together with who
Start Entity:     Omar Hakim
Gold Answer:      [['Darryl Jones', 'Kenny Kirkland']]
Predicted Ans:    Omar Hakim
Predicted Path:   Omar Hakim --[(INV) starred_actors]--> Bring on the Night --[starred_actors]--> Omar Hakim
Path (Raw):       Omar Hakim --[No Operation]--> Omar Hakim --[(INV) starred_actors]--> Bring on the Night --[starred_actors]--> Omar Hakim
Neg LogProb(↓):   0.010230
Path Entropy(↓):  0.059777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote thomas and the magic railroad
Start Entity:     Thomas and the Magic Railroad
Gold Answer:      [['Britt Allcroft', 'Rev. W. Awdry']]
Predicted Ans:    Britt Allcroft
Predicted Path:   Thomas and the Magic Railroad --[written_by]--> Britt Allcroft --[(INV) written_by]--> Thomas and the Magic Railroad --[written_by]--> Britt Allcroft
Path (Raw):       Thomas and the Magic Railroad --[written_by]--> Britt Allcroft --[(INV) written_by]--> Thomas and the Magic Railroad --[written_by]--> Britt Allcroft
Neg LogProb(↓):   0.000574
Path Entropy(↓):  0.004867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the howard the duck director
Start Entity:     Howard the Duck
Gold Answer:      [['Willard Huyck', 'Gloria Katz']]
Predicted Ans:    Willard Huyck
Predicted Path:   Howard the Duck --[directed_by]--> Willard Huyck --[(INV) directed_by]--> Howard the Duck --[written_by]--> Willard Huyck
Path (Raw):       Howard the Duck --[directed_by]--> Willard Huyck --[(INV) directed_by]--> Howard the Duck --[written_by]--> Willard Huyck
Neg LogProb(↓):   0.052639
Path Entropy(↓):  0.237661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of breaking wind were directed by who
Start Entity:     Breaking Wind
Gold Answer:      [['Craig Moss']]
Predicted Ans:    Craig Moss
Predicted Path:   Breaking Wind --[written_by]--> Craig Moss --[(INV) written_by]--> Bad Ass --[directed_by]--> Craig Moss
Path (Raw):       Breaking Wind --[written_by]--> Craig Moss --[(INV) written_by]--> Bad Ass --[directed_by]--> Craig Moss
Neg LogProb(↓):   0.011499
Path Entropy(↓):  0.062493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by antonio skarmeta
Start Entity:     Antonio Skármeta
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Antonio Skármeta --[(INV) written_by]--> No --[has_genre]--> Drama
Path (Raw):       Antonio Skármeta --[No Operation]--> Antonio Skármeta --[(INV) written_by]--> No --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with guy usher
Start Entity:     Guy Usher
Gold Answer:      [["Dave O'Brien", 'Bela Lugosi', 'Suzanne Kaaren']]
Predicted Ans:    Bela Lugosi
Predicted Path:   Guy Usher --[(INV) starred_actors]--> The Devil Bat --[starred_actors]--> Bela Lugosi
Path (Raw):       Guy Usher --[No Operation]--> Guy Usher --[(INV) starred_actors]--> The Devil Bat --[starred_actors]--> Bela Lugosi
Neg LogProb(↓):   0.165253
Path Entropy(↓):  0.429381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by j. s. cardone release
Start Entity:     J.S. Cardone
Gold Answer:      [['2001', '1990', '1996']]
Predicted Ans:    1990
Predicted Path:   J.S. Cardone --[(INV) directed_by]--> Shadowzone --[release_year]--> 1990
Path (Raw):       J.S. Cardone --[No Operation]--> J.S. Cardone --[(INV) directed_by]--> Shadowzone --[release_year]--> 1990
Neg LogProb(↓):   0.631146
Path Entropy(↓):  0.691227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film hideous kinky
Start Entity:     Hideous Kinky
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Hideous Kinky --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Hideous Kinky --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   2.204545
Path Entropy(↓):  2.988753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the a millionaire for christy director release
Start Entity:     A Millionaire for Christy
Gold Answer:      [['1962', '1946', '1964', '1939', '1954', '1957', '1950', '1959', '1940', '1936', '1953', '1947', '1967', '1914', '1941', '1958']]
Predicted Ans:    1964
Predicted Path:   A Millionaire for Christy --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[release_year]--> 1964
Path (Raw):       A Millionaire for Christy --[directed_by]--> George Marshall --[(INV) directed_by]--> Advance to the Rear --[release_year]--> 1964
Neg LogProb(↓):   0.609308
Path Entropy(↓):  1.354538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed our dancing daughters
Start Entity:     Our Dancing Daughters
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Our Dancing Daughters --[directed_by]--> Harry Beaumont --[(INV) directed_by]--> Our Dancing Daughters --[has_genre]--> Drama
Path (Raw):       Our Dancing Daughters --[directed_by]--> Harry Beaumont --[(INV) directed_by]--> Our Dancing Daughters --[has_genre]--> Drama
Neg LogProb(↓):   0.160314
Path Entropy(↓):  0.518458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie oklahoma crude were released in which years
Start Entity:     Oklahoma Crude
Gold Answer:      [['1980', '1970', '2008', '1959', '1967', '1979', '1974', '1984', '1977', '1968', '2009', '1982', '1973', '2014', '1931', '1943', '1995', '1976', '1948', '1972', '1971', '1990', '1938', '1996', '1981', '1961', '2011', '1988', '1978', '1997', '1975', '1966', '1960', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1996
Predicted Path:   Oklahoma Crude --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[release_year]--> 1996
Path (Raw):       Oklahoma Crude --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre --[release_year]--> 1996
Neg LogProb(↓):   0.620166
Path Entropy(↓):  2.106318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did doris dowling act in
Start Entity:     Doris Dowling
Gold Answer:      [['Bitter Rice']]
Predicted Ans:    Bitter Rice
Predicted Path:   Doris Dowling --[(INV) starred_actors]--> Bitter Rice --[starred_actors]--> Doris Dowling --[(INV) starred_actors]--> Bitter Rice
Path (Raw):       Doris Dowling --[(INV) starred_actors]--> Bitter Rice --[starred_actors]--> Doris Dowling --[(INV) starred_actors]--> Bitter Rice
Neg LogProb(↓):   0.048095
Path Entropy(↓):  0.206726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of an american tail
Start Entity:     An American Tail
Gold Answer:      [['Yul Brynner', 'Dom DeLuise', 'Helen Hayes', 'Meg Ryan', 'Arthur Malet', 'Judith Barsi', 'John Cusack', 'Burt Reynolds', 'Kelsey Grammer', 'John Leguizamo', 'Ingrid Bergman', 'Elizabeth Hartman', 'Christopher Lloyd', 'Bill Pullman', 'Matt Damon', 'Charles Nelson Reilly', 'Nathan Lane', 'Jonathan Pryce', 'Hank Azaria', 'Cloris Leachman', 'Derek Jacobi']]
Predicted Ans:    Dom DeLuise
Predicted Path:   An American Tail --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[starred_actors]--> Dom DeLuise
Path (Raw):       An American Tail --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[starred_actors]--> Dom DeLuise
Neg LogProb(↓):   0.027074
Path Entropy(↓):  0.156575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by alice taglioni release
Start Entity:     Alice Taglioni
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Alice Taglioni --[(INV) starred_actors]--> The Valet --[release_year]--> 2006
Path (Raw):       Alice Taglioni --[No Operation]--> Alice Taglioni --[(INV) starred_actors]--> The Valet --[release_year]--> 2006
Neg LogProb(↓):   0.000274
Path Entropy(↓):  0.002519
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of lions for lambs
Start Entity:     Lions for Lambs
Gold Answer:      [['Matthew Michael Carnahan']]
Predicted Ans:    Matthew Michael Carnahan
Predicted Path:   Lions for Lambs --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Path (Raw):       Lions for Lambs --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Neg LogProb(↓):   0.009224
Path Entropy(↓):  0.063374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film gardens of the night
Start Entity:     Gardens of the Night
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gardens of the Night --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Gardens of the Night --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.354060
Path Entropy(↓):  4.572332
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by camille actors
Start Entity:     Camille
Gold Answer:      [['Edmund Goulding', 'William Dieterle', 'Ralph Thomas', 'Norman Taurog', 'David Riker', 'Tay Garnett', 'Rawson Marshall Thurber', 'John Huston', 'Roy Rowland', 'Steve Buscemi', 'David O. Selznick', 'William A. Wellman', 'Mervyn LeRoy', 'Mark Rydell', 'Jacques Feyder', 'Bernard Rose', 'Richard Thorpe', 'Rouben Mamoulian', 'Roy Del Ruth', 'Frank Borzage', 'Justin Lin', 'Busby Berkeley', 'Evan Goldberg', 'Nicolas Cage', 'King Vidor', 'Henry Hathaway', 'Julian Jarrold', 'Tony Bill', 'Nicholas Ray', 'Anthony Mann', 'Lionel Barrymore', 'Sande Zeig', 'Daisy von Scherler Mayer', 'Frank Capra', 'David Miller', 'James Young', 'John Curran', 'Ernst Lubitsch', 'Tod Browning', 'John Dahl', 'Gary Fleder', 'Joe Wright', 'Douglas Camfield', 'Sam Raimi', 'W.S. Van Dyke', 'Harmony Korine', 'Ryan Fleck', 'Anna Boden', 'Vincente Minnelli', 'Lucio Fulci', 'Victor Fleming', 'Danny Boyle', 'Rob Epstein', 'Gustav Machatý', 'James Franco', 'Jeffrey Friedman', 'Jack Conway', 'Rupert Goold', 'James Whale', 'Seth Rogen', 'Fred Niblo', 'Craig Monahan', 'Harold S. Bucquet', 'David Butler', 'William Castle', 'Norman Z. McLeod', 'Rupert Glasson', 'Clarence Brown', 'Robert Z. Leonard', 'Howard Hawks', 'David Gordon Green']]
Predicted Ans:    Sam Raimi
Predicted Path:   Camille --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Path (Raw):       Camille --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.280955
Path Entropy(↓):  0.929279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of you've got mail
Start Entity:     You've Got Mail
Gold Answer:      [['Philadelphia', 'Toy Story 3', 'The Bonfire of the Vanities', 'Anastasia', 'French Kiss', 'Courage Under Fire', 'When Harry Met Sally...', 'Saving Mr. Banks', 'Nothing in Common', 'D.O.A.', 'Captain Phillips', 'The Polar Express', 'Apollo 13', "The 'Burbs", 'Addicted to Love', 'Promised Land', 'Toy Story', "Charlie Wilson's War", 'Against the Ropes', 'Bachelor Party', 'Joe Versus the Volcano', 'Dragnet', 'The Ladykillers', 'The Green Mile', 'Serious Moonlight', 'In the Cut', 'I.Q.', 'Splash', 'Sleepless in Seattle', 'Catch Me If You Can', 'The Deal', 'Innerspace', 'The Doors', 'The Da Vinci Code', 'The Money Pit', 'A League of Their Own', 'Killing Lincoln', 'Volunteers', 'Forrest Gump', 'Hanging Up', 'Larry Crowne', 'The Terminal', 'Saving Private Ryan', 'Punchline', 'Big', 'Proof of Life', 'When a Man Loves a Woman', 'The Man with One Red Shoe', 'Prelude to a Kiss', 'City of Angels']]
Predicted Ans:    In the Cut
Predicted Path:   You've Got Mail --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> In the Cut
Path (Raw):       You've Got Mail --[No Operation]--> You've Got Mail --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> In the Cut
Neg LogProb(↓):   1.373335
Path Entropy(↓):  2.831740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the life before her eyes released
Start Entity:     The Life Before Her Eyes
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The Life Before Her Eyes --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       The Life Before Her Eyes --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.298877
Path Entropy(↓):  4.674409
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the drop
Start Entity:     The Drop
Gold Answer:      [['Swedish', 'French', 'English', 'Flemish', 'Norwegian', 'German']]
Predicted Ans:    Swedish
Predicted Path:   The Drop --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Path (Raw):       The Drop --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[in_language]--> Swedish
Neg LogProb(↓):   0.618134
Path Entropy(↓):  0.695778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the other guys screenwriters
Start Entity:     The Other Guys
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Other Guys --[written_by]--> Adam McKay --[(INV) written_by]--> Step Brothers --[has_genre]--> Comedy
Path (Raw):       The Other Guys --[written_by]--> Adam McKay --[(INV) written_by]--> Step Brothers --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by david hillenbrand
Start Entity:     David Hillenbrand
Gold Answer:      [['King Cobra']]
Predicted Ans:    King Cobra
Predicted Path:   David Hillenbrand --[(INV) directed_by]--> King Cobra --[directed_by]--> David Hillenbrand --[(INV) directed_by]--> King Cobra
Path (Raw):       David Hillenbrand --[(INV) directed_by]--> King Cobra --[directed_by]--> David Hillenbrand --[(INV) directed_by]--> King Cobra
Neg LogProb(↓):   0.736463
Path Entropy(↓):  0.692346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the wind
Start Entity:     The Wind
Gold Answer:      [['Victor Sjöström']]
Predicted Ans:    Victor Sjöström
Predicted Path:   The Wind --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Wind --[directed_by]--> Victor Sjöström
Path (Raw):       The Wind --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Wind --[directed_by]--> Victor Sjöström
Neg LogProb(↓):   0.222720
Path Entropy(↓):  0.505372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of bill murray
Start Entity:     Bill Murray
Gold Answer:      [['W. Somerset Maugham', 'John Byrum']]
Predicted Ans:    Dan Aykroyd
Predicted Path:   Bill Murray --[(INV) starred_actors]--> Ghostbusters --[written_by]--> Dan Aykroyd
Path (Raw):       Bill Murray --[No Operation]--> Bill Murray --[(INV) starred_actors]--> Ghostbusters --[written_by]--> Dan Aykroyd
Neg LogProb(↓):   0.766915
Path Entropy(↓):  1.400541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films for the writer of sitcom
Start Entity:     Sitcom
Gold Answer:      [['François Ozon']]
Predicted Ans:    François Ozon
Predicted Path:   Sitcom --[written_by]--> François Ozon --[(INV) written_by]--> Swimming Pool --[directed_by]--> François Ozon
Path (Raw):       Sitcom --[written_by]--> François Ozon --[(INV) written_by]--> Swimming Pool --[directed_by]--> François Ozon
Neg LogProb(↓):   0.705092
Path Entropy(↓):  1.195231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the hiding place
Start Entity:     The Hiding Place
Gold Answer:      [['Blake Edwards', 'Jed Harris', 'Arthur Carter', 'George Agnew Chamberlain', 'Wendell Mayes', 'John D. Voelker', 'William Inge']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Hiding Place --[starred_actors]--> Arthur O'Connell --[(INV) starred_actors]--> Operation Mad Ball --[written_by]--> Blake Edwards
Path (Raw):       The Hiding Place --[starred_actors]--> Arthur O'Connell --[(INV) starred_actors]--> Operation Mad Ball --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.732693
Path Entropy(↓):  1.050367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with no such thing fall under
Start Entity:     No Such Thing
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   No Such Thing --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Flirt --[has_genre]--> Drama
Path (Raw):       No Such Thing --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Flirt --[has_genre]--> Drama
Neg LogProb(↓):   0.062341
Path Entropy(↓):  0.252782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film happy new year released
Start Entity:     Happy New Year
Gold Answer:      [['2014']]
Predicted Ans:    1987
Predicted Path:   Happy New Year --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Happy New Year --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.921059
Path Entropy(↓):  4.739388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies written by sue kramer fall under
Start Entity:     Sue Kramer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sue Kramer --[(INV) written_by]--> Gray Matters --[has_genre]--> Comedy
Path (Raw):       Sue Kramer --[No Operation]--> Sue Kramer --[(INV) written_by]--> Gray Matters --[has_genre]--> Comedy
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film microphone
Start Entity:     Microphone
Gold Answer:      [['Ahmad Abdalla']]
Predicted Ans:    Ahmad Abdalla
Predicted Path:   Microphone --[directed_by]--> Ahmad Abdalla --[(INV) directed_by]--> Microphone --[directed_by]--> Ahmad Abdalla
Path (Raw):       Microphone --[directed_by]--> Ahmad Abdalla --[(INV) directed_by]--> Microphone --[directed_by]--> Ahmad Abdalla
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by minase yashiro
Start Entity:     Minase Yashiro
Gold Answer:      [['Noboru Iguchi']]
Predicted Ans:    Noboru Iguchi
Predicted Path:   Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[directed_by]--> Noboru Iguchi
Path (Raw):       Minase Yashiro --[No Operation]--> Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[directed_by]--> Noboru Iguchi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of phenomenon
Start Entity:     Phenomenon
Gold Answer:      [['Max Elliott Slade', 'Michael Treanor', 'Chad Power', 'Alfred Molina', 'Sandra Bullock', 'Peter Gallagher', 'Robert De Niro', 'Sean Bean', 'Justin Bartha', 'Nicolas Cage', 'Michael Douglas', 'Bill Pullman', 'Rawle D. Lewis', 'Diane Kruger', 'Kevin Kline', 'Teresa Palmer', 'Jay Baruchel', 'Leon', 'Victor Wong', 'Peter Boyle', 'Morgan Freeman', 'Doug E. Doug', 'Malik Yoba']]
Predicted Ans:    Nicolas Cage
Predicted Path:   Phenomenon --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> National Treasure --[starred_actors]--> Nicolas Cage
Path (Raw):       Phenomenon --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> National Treasure --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   0.894605
Path Entropy(↓):  1.432165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of when worlds collide
Start Entity:     When Worlds Collide
Gold Answer:      [['1932', '1933', '1939']]
Predicted Ans:    1939
Predicted Path:   When Worlds Collide --[written_by]--> Philip Wylie --[(INV) written_by]--> Charlie Chan in Reno --[release_year]--> 1939
Path (Raw):       When Worlds Collide --[written_by]--> Philip Wylie --[(INV) written_by]--> Charlie Chan in Reno --[release_year]--> 1939
Neg LogProb(↓):   0.345838
Path Entropy(↓):  0.638519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of jack the giant killer
Start Entity:     Jack the Giant Killer
Gold Answer:      [['When Nietzsche Wept', 'Knock on Wood', 'First Knight', 'The Pirates of Blood River', 'Live Wire', 'The Lover', 'Color of Night', 'A Common Man', 'Tarzan and the Lost City', '20,000 Leagues Under the Sea', 'The Last Blitzkrieg']]
Predicted Ans:    Jack the Giant Killer
Predicted Path:   Jack the Giant Killer --[starred_actors]--> Jane March --[(INV) starred_actors]--> Jack the Giant Killer
Path (Raw):       Jack the Giant Killer --[starred_actors]--> Jane March --[No Operation]--> Jane March --[(INV) starred_actors]--> Jack the Giant Killer
Neg LogProb(↓):   0.165704
Path Entropy(↓):  0.647878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with eye of the devil fall under
Start Entity:     Eye of the Devil
Gold Answer:      [['Adventure']]
Predicted Ans:    Crime
Predicted Path:   Eye of the Devil --[written_by]--> Robin Estridge --[(INV) written_by]--> Eye of the Devil --[has_genre]--> Crime
Path (Raw):       Eye of the Devil --[written_by]--> Robin Estridge --[(INV) written_by]--> Eye of the Devil --[has_genre]--> Crime
Neg LogProb(↓):   0.683895
Path Entropy(↓):  1.099368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of pulp fiction
Start Entity:     Pulp Fiction
Gold Answer:      [['Robert Forster', 'Christoph Waltz', 'Chris Penn', 'Rosario Dawson', 'Harvey Keitel', 'Zoë Bell', 'Kerry Washington', 'Vanessa Ferlito', 'Michael Madsen', 'Kurt Russell', 'Pam Grier', 'Mélanie Laurent', 'Leonardo DiCaprio', 'Bridget Fonda', 'Tim Roth', 'Samuel L. Jackson', 'Jamie Foxx', 'Brad Pitt', 'Eli Roth']]
Predicted Ans:    Kurt Russell
Predicted Path:   Pulp Fiction --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Grindhouse --[starred_actors]--> Kurt Russell
Path (Raw):       Pulp Fiction --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Grindhouse --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.694060
Path Entropy(↓):  1.273656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of some kind of hero
Start Entity:     Some Kind of Hero
Gold Answer:      [['Robert Boris']]
Predicted Ans:    Robert Boris
Predicted Path:   Some Kind of Hero --[written_by]--> Robert Boris --[(INV) written_by]--> Doctor Detroit --[written_by]--> Robert Boris
Path (Raw):       Some Kind of Hero --[written_by]--> Robert Boris --[(INV) written_by]--> Doctor Detroit --[written_by]--> Robert Boris
Neg LogProb(↓):   1.346628
Path Entropy(↓):  1.923716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the monk
Start Entity:     The Monk
Gold Answer:      [['Laurent Lucas', 'Charlotte Gainsbourg', 'André Dussollier', 'Charlotte Rampling']]
Predicted Ans:    Vincent Cassel
Predicted Path:   The Monk --[written_by]--> Matthew Lewis --[(INV) written_by]--> The Monk --[starred_actors]--> Vincent Cassel
Path (Raw):       The Monk --[written_by]--> Matthew Lewis --[(INV) written_by]--> The Monk --[starred_actors]--> Vincent Cassel
Neg LogProb(↓):   0.000630
Path Entropy(↓):  0.005271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film the enemy below
Start Entity:     The Enemy Below
Gold Answer:      [['1970', '1946', '1954', '1984', '1968', '1957', '1951', '1982', '1973', '1947', '1956', '1976', '1948', '1972', '1996', '1961', '1955', '1962', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1952', '1991', '1969', '1928', '1958']]
Predicted Ans:    1960
Predicted Path:   The Enemy Below --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> The Grass Is Greener --[release_year]--> 1960
Path (Raw):       The Enemy Below --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> The Grass Is Greener --[release_year]--> 1960
Neg LogProb(↓):   1.842224
Path Entropy(↓):  2.419393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor claude akins starred together with who
Start Entity:     Claude Akins
Gold Answer:      [['Randolph Scott', 'Roddy McDowall', 'Natalie Trundy', 'Dennis Weaver', 'Severn Darden', 'James Garner', 'Nancy Gates']]
Predicted Ans:    James Garner
Predicted Path:   Claude Akins --[(INV) starred_actors]--> A Man Called Sledge --[starred_actors]--> James Garner
Path (Raw):       Claude Akins --[No Operation]--> Claude Akins --[(INV) starred_actors]--> A Man Called Sledge --[starred_actors]--> James Garner
Neg LogProb(↓):   0.054229
Path Entropy(↓):  0.240328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by monica vitti
Start Entity:     Monica Vitti
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Monica Vitti --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Path (Raw):       Monica Vitti --[No Operation]--> Monica Vitti --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Neg LogProb(↓):   0.001828
Path Entropy(↓):  0.014146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of welcome to the punch
Start Entity:     Welcome to the Punch
Gold Answer:      [['The Conspirator', 'Green Lantern', 'Arthur Christmas', 'RocknRolla', 'Oblivion', 'Sherlock Holmes', 'Wanted', 'Before I Go to Sleep', 'The Last King of Scotland', 'Becoming Jane', 'Body of Lies', 'Emma', 'Trance', 'Made in Dagenham', 'Endgame', 'W.E.', 'Closer to the Moon', 'Brighton Rock', 'Tinker Tailor Soldier Spy', 'Day of the Falcon']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   Welcome to the Punch --[starred_actors]--> Mark Strong --[(INV) starred_actors]--> Emma --[starred_actors]--> Kate Beckinsale
Path (Raw):       Welcome to the Punch --[starred_actors]--> Mark Strong --[(INV) starred_actors]--> Emma --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.902380
Path Entropy(↓):  2.116614
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movie st. ives
Start Entity:     St. Ives
Gold Answer:      [['J. Lee Thompson']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   St. Ives --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> North West Frontier --[directed_by]--> J. Lee Thompson
Path (Raw):       St. Ives --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> North West Frontier --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   0.087884
Path Entropy(↓):  0.379631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the informant!
Start Entity:     The Informant!
Gold Answer:      [['Spalding Gray', 'Lem Dobbs', 'Joseph Kanon', 'Coleman Hough', 'Don Tracy', 'Michelangelo Antonioni', 'Andrei Tarkovsky', 'Susannah Grant', 'Brian Koppelman', 'Scott Z. Burns', 'David Levien', 'Elmore Leonard', 'Steven Soderbergh', 'Scott Thorson', 'Stephen Gaghan', 'Richard LaGravenese']]
Predicted Ans:    Steven Soderbergh
Predicted Path:   The Informant! --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[directed_by]--> Steven Soderbergh
Path (Raw):       The Informant! --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[directed_by]--> Steven Soderbergh
Neg LogProb(↓):   0.498963
Path Entropy(↓):  1.441052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film running with scissors
Start Entity:     Running with Scissors
Gold Answer:      [['2008', '2014', '2010']]
Predicted Ans:    2010
Predicted Path:   Running with Scissors --[directed_by]--> Ryan Murphy --[(INV) directed_by]--> Eat Pray Love --[release_year]--> 2010
Path (Raw):       Running with Scissors --[directed_by]--> Ryan Murphy --[(INV) directed_by]--> Eat Pray Love --[release_year]--> 2010
Neg LogProb(↓):   0.117601
Path Entropy(↓):  0.445645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in step up
Start Entity:     Step Up
Gold Answer:      [['Channing Tatum', 'Jenna Dewan Tatum']]
Predicted Ans:    Channing Tatum
Predicted Path:   Step Up --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> Haywire --[starred_actors]--> Channing Tatum
Path (Raw):       Step Up --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> Haywire --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.838155
Path Entropy(↓):  1.219401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of futureworld
Start Entity:     Futureworld
Gold Answer:      [['Mayo Simon']]
Predicted Ans:    Mayo Simon
Predicted Path:   Futureworld --[written_by]--> Mayo Simon --[(INV) written_by]--> Futureworld --[written_by]--> Mayo Simon
Path (Raw):       Futureworld --[written_by]--> Mayo Simon --[(INV) written_by]--> Futureworld --[written_by]--> Mayo Simon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by lukas haas released
Start Entity:     Lukas Haas
Gold Answer:      [['1962', '1998', '1988', '2008', '2005', '1991', '1996', '2002']]
Predicted Ans:    2008
Predicted Path:   Lukas Haas --[(INV) starred_actors]--> While She Was Out --[release_year]--> 2008
Path (Raw):       Lukas Haas --[No Operation]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out --[release_year]--> 2008
Neg LogProb(↓):   0.185740
Path Entropy(↓):  0.650983
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of uncle sam
Start Entity:     Uncle Sam
Gold Answer:      [['Gloria Hendry', 'Yul Brynner', 'Red Buttons', 'James Woods', 'Fred Williamson', 'Eric Roberts', 'Rebecca De Mornay', 'Brian Dennehy', 'Robert Fuller', 'Elisha Cuthbert', 'Robert Davi', 'Warren Oates', 'Kim Basinger', 'Claudia Christian', 'Barbara Carrera', 'Andrea Marcovicci', 'Garrett Morris', 'Michael Lerner', 'James Earl Jones', 'Don Johnson', 'Megan Gallagher', 'David Carradine', 'Michael Moriarty', 'Richard Roundtree', 'Candy Clark', 'Armand Assante', 'Paul Sorvino', 'Bruce Campbell']]
Predicted Ans:    Fred Williamson
Predicted Path:   Uncle Sam --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Path (Raw):       Uncle Sam --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Neg LogProb(↓):   0.194530
Path Entropy(↓):  0.624035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in blue steel
Start Entity:     Blue Steel
Gold Answer:      [['John Wayne']]
Predicted Ans:    Ron Silver
Predicted Path:   Blue Steel --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[starred_actors]--> Ron Silver
Path (Raw):       Blue Steel --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[starred_actors]--> Ron Silver
Neg LogProb(↓):   0.421038
Path Entropy(↓):  0.931822
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of giulio macchi written movies
Start Entity:     Giulio Macchi
Gold Answer:      [['Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   Giulio Macchi --[(INV) written_by]--> The Golden Coach --[directed_by]--> Jean Renoir
Path (Raw):       Giulio Macchi --[No Operation]--> Giulio Macchi --[(INV) written_by]--> The Golden Coach --[directed_by]--> Jean Renoir
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed three brothers
Start Entity:     Three Brothers
Gold Answer:      [['Francesco Rosi']]
Predicted Ans:    Francesco Rosi
Predicted Path:   Three Brothers --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Three Brothers --[directed_by]--> Francesco Rosi
Path (Raw):       Three Brothers --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Three Brothers --[directed_by]--> Francesco Rosi
Neg LogProb(↓):   0.929800
Path Entropy(↓):  1.145598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie where angels fear to tread were released in which years
Start Entity:     Where Angels Fear to Tread
Gold Answer:      [['1988', '2005', '1994', '2012', '2011']]
Predicted Ans:    2005
Predicted Path:   Where Angels Fear to Tread --[written_by]--> Charles Sturridge --[(INV) written_by]--> Lassie --[release_year]--> 2005
Path (Raw):       Where Angels Fear to Tread --[written_by]--> Charles Sturridge --[(INV) written_by]--> Lassie --[release_year]--> 2005
Neg LogProb(↓):   0.609062
Path Entropy(↓):  1.370023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by doctor dre
Start Entity:     Doctor Dré
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Doctor Dré --[(INV) starred_actors]--> Who's the Man? --[has_genre]--> Comedy
Path (Raw):       Doctor Dré --[No Operation]--> Doctor Dré --[(INV) starred_actors]--> Who's the Man? --[has_genre]--> Comedy
Neg LogProb(↓):   0.003089
Path Entropy(↓):  0.021263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the warriors
Start Entity:     The Warriors
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'David Hugh Jones', 'Sam Peckinpah', 'Dexter Fletcher']]
Predicted Ans:    Walter Hill
Predicted Path:   The Warriors --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[directed_by]--> Walter Hill
Path (Raw):       The Warriors --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.669968
Path Entropy(↓):  1.421505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by john simm were directed by who
Start Entity:     John Simm
Gold Answer:      [['Ken Annakin', 'Justin Kerrigan']]
Predicted Ans:    Ken Annakin
Predicted Path:   John Simm --[(INV) starred_actors]--> Miranda --[directed_by]--> Ken Annakin
Path (Raw):       John Simm --[No Operation]--> John Simm --[(INV) starred_actors]--> Miranda --[directed_by]--> Ken Annakin
Neg LogProb(↓):   0.000627
Path Entropy(↓):  0.005251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of clotilde hesme
Start Entity:     Clotilde Hesme
Gold Answer:      [['Ludivine Sagnier', 'Louis Garrel', 'Chiara Mastroianni']]
Predicted Ans:    Chiara Mastroianni
Predicted Path:   Clotilde Hesme --[(INV) starred_actors]--> Love Songs --[starred_actors]--> Chiara Mastroianni
Path (Raw):       Clotilde Hesme --[No Operation]--> Clotilde Hesme --[(INV) starred_actors]--> Love Songs --[starred_actors]--> Chiara Mastroianni
Neg LogProb(↓):   0.019737
Path Entropy(↓):  0.109657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in modern problems
Start Entity:     Modern Problems
Gold Answer:      [['1980', '1992', '2006', '1985', '1974', '1977', '1968', '1982', '1994', '1983', '1995', '1990', '1989', '1981', '1988', '1978', '2000', '1997', '2005', '1986']]
Predicted Ans:    1980
Predicted Path:   Modern Problems --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[release_year]--> 1980
Path (Raw):       Modern Problems --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[release_year]--> 1980
Neg LogProb(↓):   1.340928
Path Entropy(↓):  1.821254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie monte walsh starred who
Start Entity:     Monte Walsh
Gold Answer:      [['Isabella Rossellini', 'Tom Selleck', 'Keith Carradine']]
Predicted Ans:    Tom Selleck
Predicted Path:   Monte Walsh --[starred_actors]--> Tom Selleck --[(INV) starred_actors]--> An Innocent Man --[starred_actors]--> Tom Selleck
Path (Raw):       Monte Walsh --[starred_actors]--> Tom Selleck --[(INV) starred_actors]--> An Innocent Man --[starred_actors]--> Tom Selleck
Neg LogProb(↓):   0.188097
Path Entropy(↓):  0.637515
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of trust the man
Start Entity:     Trust the Man
Gold Answer:      [['Justin Bartha', 'Billy Crudup']]
Predicted Ans:    Julianne Moore
Predicted Path:   Trust the Man --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[starred_actors]--> Julianne Moore
Path (Raw):       Trust the Man --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[starred_actors]--> Julianne Moore
Neg LogProb(↓):   0.073273
Path Entropy(↓):  0.285464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with ice age in
Start Entity:     Ice Age
Gold Answer:      [['Vietnamese', 'English']]
Predicted Ans:    Vietnamese
Predicted Path:   Ice Age --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Path (Raw):       Ice Age --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Neg LogProb(↓):   0.264998
Path Entropy(↓):  0.634466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the undead director
Start Entity:     Undead
Gold Answer:      [['Robert A. Heinlein', 'Peter Spierig']]
Predicted Ans:    Peter Spierig
Predicted Path:   Undead --[directed_by]--> Peter Spierig --[(INV) directed_by]--> Daybreakers --[written_by]--> Peter Spierig
Path (Raw):       Undead --[directed_by]--> Peter Spierig --[(INV) directed_by]--> Daybreakers --[written_by]--> Peter Spierig
Neg LogProb(↓):   0.910042
Path Entropy(↓):  1.063278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the man with the screaming brain director release
Start Entity:     Man with the Screaming Brain
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Man with the Screaming Brain --[directed_by]--> Bruce Campbell --[(INV) directed_by]--> My Name Is Bruce --[release_year]--> 2007
Path (Raw):       Man with the Screaming Brain --[directed_by]--> Bruce Campbell --[(INV) directed_by]--> My Name Is Bruce --[release_year]--> 2007
Neg LogProb(↓):   0.113654
Path Entropy(↓):  0.341182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of after the sunset
Start Entity:     After the Sunset
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   After the Sunset --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       After the Sunset --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.019554
Path Entropy(↓):  4.640405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by miranda richardson
Start Entity:     Miranda Richardson
Gold Answer:      [['Patrick McGrath', 'Nash Edgerton', 'Larry McMurtry', 'Robert Altman', 'Robert Harris', 'Ted Lewis', 'David Michôd', 'Washington Irving', 'Josephine Hart', 'Robert Harling', 'Joel Schumacher', 'Gaston Leroux', 'Andrew Kevin Walker', 'Kevin Yagher', 'Wallace Shawn', 'Mike Hodges', 'Andrew Lloyd Webber', 'Julian Fellowes', 'Shelagh Delaney']]
Predicted Ans:    Andrew Kevin Walker
Predicted Path:   Miranda Richardson --[(INV) starred_actors]--> Sleepy Hollow --[written_by]--> Andrew Kevin Walker
Path (Raw):       Miranda Richardson --[No Operation]--> Miranda Richardson --[(INV) starred_actors]--> Sleepy Hollow --[written_by]--> Andrew Kevin Walker
Neg LogProb(↓):   0.654289
Path Entropy(↓):  1.555800
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with shag in
Start Entity:     Shag
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Shag --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[in_language]--> English
Path (Raw):       Shag --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[in_language]--> English
Neg LogProb(↓):   0.593187
Path Entropy(↓):  0.726237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by eric karson fall under
Start Entity:     Eric Karson
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Eric Karson --[(INV) directed_by]--> The Octagon --[has_genre]--> Action
Path (Raw):       Eric Karson --[No Operation]--> Eric Karson --[(INV) directed_by]--> The Octagon --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the formula in
Start Entity:     The Formula
Gold Answer:      [['French', 'English', 'Chinese', 'Hindi']]
Predicted Ans:    English
Predicted Path:   The Formula --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[in_language]--> English
Path (Raw):       The Formula --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[in_language]--> English
Neg LogProb(↓):   0.137410
Path Entropy(↓):  0.475793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of chinese box also wrote which movies
Start Entity:     Chinese Box
Gold Answer:      [['Chan Is Missing', 'Blue in the Face', 'Half Moon Street', 'The Mosquito Coast', 'The Center of the World', 'Saint Jack']]
Predicted Ans:    Blue in the Face
Predicted Path:   Chinese Box --[written_by]--> Wayne Wang --[(INV) written_by]--> Blue in the Face
Path (Raw):       Chinese Box --[written_by]--> Wayne Wang --[(INV) written_by]--> Blue in the Face --[No Operation]--> Blue in the Face
Neg LogProb(↓):   0.288774
Path Entropy(↓):  0.795012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by vikram weet in
Start Entity:     Vikram Weet
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Vikram Weet --[(INV) written_by]--> Devil's Pass --[has_genre]--> Horror
Path (Raw):       Vikram Weet --[No Operation]--> Vikram Weet --[(INV) written_by]--> Devil's Pass --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the guns of the magnificent seven director
Start Entity:     Guns of the Magnificent Seven
Gold Answer:      [['War', 'Western']]
Predicted Ans:    Western
Predicted Path:   Guns of the Magnificent Seven --[directed_by]--> Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive --[has_genre]--> Western
Path (Raw):       Guns of the Magnificent Seven --[directed_by]--> Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive --[has_genre]--> Western
Neg LogProb(↓):   0.000116
Path Entropy(↓):  0.001195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the cannonball run
Start Entity:     The Cannonball Run
Gold Answer:      [['Hal Needham']]
Predicted Ans:    Hal Needham
Predicted Path:   The Cannonball Run --[directed_by]--> Hal Needham --[(INV) directed_by]--> Smokey and the Bandit --[directed_by]--> Hal Needham
Path (Raw):       The Cannonball Run --[directed_by]--> Hal Needham --[(INV) directed_by]--> Smokey and the Bandit --[directed_by]--> Hal Needham
Neg LogProb(↓):   0.554880
Path Entropy(↓):  1.006651
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film riders of destiny
Start Entity:     Riders of Destiny
Gold Answer:      [['Robert N. Bradbury']]
Predicted Ans:    Robert N. Bradbury
Predicted Path:   Riders of Destiny --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Texas Terror --[written_by]--> Robert N. Bradbury
Path (Raw):       Riders of Destiny --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Texas Terror --[written_by]--> Robert N. Bradbury
Neg LogProb(↓):   0.912388
Path Entropy(↓):  1.242159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of paris belongs to us is also the director of which films
Start Entity:     Paris Belongs to Us
Gold Answer:      [['Celine and Julie Go Boating', 'The Duchess of Langeais', 'The Nun', "L'amour fou", 'La Belle Noiseuse', 'The Story of Marie and Julien']]
Predicted Ans:    The Story of Marie and Julien
Predicted Path:   Paris Belongs to Us --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> The Story of Marie and Julien
Path (Raw):       Paris Belongs to Us --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> The Story of Marie and Julien --[No Operation]--> The Story of Marie and Julien
Neg LogProb(↓):   0.548911
Path Entropy(↓):  1.145422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie the last detail in a few words
Start Entity:     The Last Detail
Gold Answer:      [['hal ashby', 'jack nicholson']]
Predicted Ans:    hal ashby
Predicted Path:   The Last Detail --[has_tags]--> hal ashby --[(INV) has_tags]--> The Last Detail --[has_tags]--> hal ashby
Path (Raw):       The Last Detail --[has_tags]--> hal ashby --[(INV) has_tags]--> The Last Detail --[has_tags]--> hal ashby
Neg LogProb(↓):   0.000973
Path Entropy(↓):  0.008416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by janet eilber
Start Entity:     Janet Eilber
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Janet Eilber --[(INV) starred_actors]--> Hard to Hold --[has_genre]--> Drama
Path (Raw):       Janet Eilber --[No Operation]--> Janet Eilber --[(INV) starred_actors]--> Hard to Hold --[has_genre]--> Drama
Neg LogProb(↓):   0.000508
Path Entropy(↓):  0.004360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by tom mankiewicz were in which genres
Start Entity:     Tom Mankiewicz
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Tom Mankiewicz --[(INV) written_by]--> The Man with the Golden Gun --[has_genre]--> Action
Path (Raw):       Tom Mankiewicz --[No Operation]--> Tom Mankiewicz --[(INV) written_by]--> The Man with the Golden Gun --[has_genre]--> Action
Neg LogProb(↓):   0.019240
Path Entropy(↓):  0.107617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - starred with dylan neal
Start Entity:     Dylan Neal
Gold Answer:      [['Val Kilmer']]
Predicted Ans:    Val Kilmer
Predicted Path:   Dylan Neal --[(INV) starred_actors]--> The Traveler --[starred_actors]--> Val Kilmer
Path (Raw):       Dylan Neal --[No Operation]--> Dylan Neal --[(INV) starred_actors]--> The Traveler --[starred_actors]--> Val Kilmer
Neg LogProb(↓):   0.001953
Path Entropy(↓):  0.014125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in maurizio lucidi written films
Start Entity:     Maurizio Lucidi
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Maurizio Lucidi --[(INV) written_by]--> Street People --[in_language]--> Italian
Path (Raw):       Maurizio Lucidi --[No Operation]--> Maurizio Lucidi --[(INV) written_by]--> Street People --[in_language]--> Italian
Neg LogProb(↓):   0.002792
Path Entropy(↓):  0.019183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with carancho fall under
Start Entity:     Carancho
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> White Elephant --[has_genre]--> Drama
Path (Raw):       Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> White Elephant --[has_genre]--> Drama
Neg LogProb(↓):   0.299620
Path Entropy(↓):  0.625673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of flying tigers
Start Entity:     Flying Tigers
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Flying Tigers --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       Flying Tigers --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   2.034236
Path Entropy(↓):  3.439281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by xavier beauvois
Start Entity:     Xavier Beauvois
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Xavier Beauvois --[(INV) written_by]--> Of Gods and Men --[in_language]--> French
Path (Raw):       Xavier Beauvois --[No Operation]--> Xavier Beauvois --[(INV) written_by]--> Of Gods and Men --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with rafael sabatini
Start Entity:     Rafael Sabatini
Gold Answer:      [['Seton I. Miller', 'Howard Koch', 'George Froeschel', 'Casey Robinson', 'Ronald Millar']]
Predicted Ans:    George Froeschel
Predicted Path:   Rafael Sabatini --[(INV) written_by]--> Scaramouche --[written_by]--> George Froeschel
Path (Raw):       Rafael Sabatini --[No Operation]--> Rafael Sabatini --[(INV) written_by]--> Scaramouche --[written_by]--> George Froeschel
Neg LogProb(↓):   0.454953
Path Entropy(↓):  0.788470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie motorama
Start Entity:     Motorama
Gold Answer:      [['Martha Quinn', 'Jordan Christopher Michael']]
Predicted Ans:    Jordan Christopher Michael
Predicted Path:   Motorama --[starred_actors]--> Jordan Christopher Michael --[(INV) starred_actors]--> Motorama --[starred_actors]--> Jordan Christopher Michael
Path (Raw):       Motorama --[starred_actors]--> Jordan Christopher Michael --[(INV) starred_actors]--> Motorama --[starred_actors]--> Jordan Christopher Michael
Neg LogProb(↓):   0.178846
Path Entropy(↓):  0.512402
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by ed wynn
Start Entity:     Ed Wynn
Gold Answer:      [['Norman Z. McLeod', 'Jack Donohue', 'Gus Meins', 'Tim Burton']]
Predicted Ans:    Tim Burton
Predicted Path:   Ed Wynn --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Path (Raw):       Ed Wynn --[No Operation]--> Ed Wynn --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.213461
Path Entropy(↓):  0.489421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by eugen burada
Start Entity:     Eugen Burada
Gold Answer:      [['Draga Olteanu Matei', 'Amza Pellea', 'Jean Constantin']]
Predicted Ans:    Jean Constantin
Predicted Path:   Eugen Burada --[(INV) written_by]--> Uncle Marin, the Billionaire --[starred_actors]--> Jean Constantin
Path (Raw):       Eugen Burada --[No Operation]--> Eugen Burada --[(INV) written_by]--> Uncle Marin, the Billionaire --[starred_actors]--> Jean Constantin
Neg LogProb(↓):   0.004819
Path Entropy(↓):  0.030584
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie beer wars
Start Entity:     Beer Wars
Gold Answer:      [['Anat Baron']]
Predicted Ans:    Anat Baron
Predicted Path:   Beer Wars --[directed_by]--> Anat Baron --[(INV) directed_by]--> Beer Wars --[directed_by]--> Anat Baron
Path (Raw):       Beer Wars --[directed_by]--> Anat Baron --[(INV) directed_by]--> Beer Wars --[directed_by]--> Anat Baron
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Alicia rodriguez appears in which movies
Start Entity:     Alicia Rodríguez
Gold Answer:      [['Young and Wild']]
Predicted Ans:    Young and Wild
Predicted Path:   Alicia Rodríguez --[(INV) starred_actors]--> Young and Wild --[starred_actors]--> Alicia Rodríguez --[(INV) starred_actors]--> Young and Wild
Path (Raw):       Alicia Rodríguez --[(INV) starred_actors]--> Young and Wild --[starred_actors]--> Alicia Rodríguez --[(INV) starred_actors]--> Young and Wild
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie end of the game released
Start Entity:     End of the Game
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   End of the Game --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       End of the Game --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   2.599344
Path Entropy(↓):  3.941847
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by hubert osborne fall under
Start Entity:     Hubert Osborne
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hubert Osborne --[(INV) written_by]--> Follow the Fleet --[has_genre]--> Comedy
Path (Raw):       Hubert Osborne --[No Operation]--> Hubert Osborne --[(INV) written_by]--> Follow the Fleet --[has_genre]--> Comedy
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe the den
Start Entity:     The Den
Gold Answer:      [['found footage']]
Predicted Ans:    found footage
Predicted Path:   The Den --[has_tags]--> found footage --[(INV) has_tags]--> The Den --[has_tags]--> found footage
Path (Raw):       The Den --[has_tags]--> found footage --[(INV) has_tags]--> The Den --[has_tags]--> found footage
Neg LogProb(↓):   0.043663
Path Entropy(↓):  0.190924
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the hudsucker proxy
Start Entity:     The Hudsucker Proxy
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Hudsucker Proxy --[directed_by]--> Ethan Coen --[(INV) directed_by]--> The Hudsucker Proxy --[has_genre]--> Comedy
Path (Raw):       The Hudsucker Proxy --[directed_by]--> Ethan Coen --[(INV) directed_by]--> The Hudsucker Proxy --[has_genre]--> Comedy
Neg LogProb(↓):   0.238461
Path Entropy(↓):  0.856174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Masaki kobayashi directed which movies
Start Entity:     Masaki Kobayashi
Gold Answer:      [['Kwaidan', 'Harakiri', 'Samurai Rebellion', 'Black River']]
Predicted Ans:    Kwaidan
Predicted Path:   Masaki Kobayashi --[(INV) directed_by]--> Kwaidan --[directed_by]--> Masaki Kobayashi --[(INV) directed_by]--> Kwaidan
Path (Raw):       Masaki Kobayashi --[(INV) directed_by]--> Kwaidan --[directed_by]--> Masaki Kobayashi --[(INV) directed_by]--> Kwaidan
Neg LogProb(↓):   1.015175
Path Entropy(↓):  1.808228
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with a funny man were released in which years
Start Entity:     A Funny Man
Gold Answer:      [['2012']]
Predicted Ans:    2011
Predicted Path:   A Funny Man --[written_by]--> Martin Zandvliet --[(INV) written_by]--> A Funny Man --[release_year]--> 2011
Path (Raw):       A Funny Man --[written_by]--> Martin Zandvliet --[(INV) written_by]--> A Funny Man --[release_year]--> 2011
Neg LogProb(↓):   0.002845
Path Entropy(↓):  0.019498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Costa botes was the director of which films
Start Entity:     Costa Botes
Gold Answer:      [['Forgotten Silver']]
Predicted Ans:    King Kong
Predicted Path:   Costa Botes --[(INV) directed_by]--> Forgotten Silver --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong
Path (Raw):       Costa Botes --[(INV) directed_by]--> Forgotten Silver --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong
Neg LogProb(↓):   0.800998
Path Entropy(↓):  1.702359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose directors also directed girl with a pearl earring
Start Entity:     Girl with a Pearl Earring
Gold Answer:      [['Japanese']]
Predicted Ans:    English
Predicted Path:   Girl with a Pearl Earring --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[in_language]--> English
Path (Raw):       Girl with a Pearl Earring --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[in_language]--> English
Neg LogProb(↓):   1.393591
Path Entropy(↓):  2.045669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by sol yurick were in which genres
Start Entity:     Sol Yurick
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Sol Yurick --[(INV) written_by]--> The Confession --[has_genre]--> Drama
Path (Raw):       Sol Yurick --[No Operation]--> Sol Yurick --[(INV) written_by]--> The Confession --[has_genre]--> Drama
Neg LogProb(↓):   0.001844
Path Entropy(↓):  0.013441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by michael schultz
Start Entity:     michael schultz
Gold Answer:      [['Carbon Copy', 'The Last Dragon']]
Predicted Ans:    Carbon Copy
Predicted Path:   michael schultz --[(INV) has_tags]--> Carbon Copy --[has_tags]--> michael schultz --[(INV) has_tags]--> Carbon Copy
Path (Raw):       michael schultz --[(INV) has_tags]--> Carbon Copy --[has_tags]--> michael schultz --[(INV) has_tags]--> Carbon Copy
Neg LogProb(↓):   0.094286
Path Entropy(↓):  0.331296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by massi mrowat
Start Entity:     Massi Mrowat
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Massi Mrowat --[(INV) starred_actors]--> The Patience Stone --[release_year]--> 2012
Path (Raw):       Massi Mrowat --[No Operation]--> Massi Mrowat --[(INV) starred_actors]--> The Patience Stone --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in call me bwana
Start Entity:     Call Me Bwana
Gold Answer:      [['1954', '1944', '1941', '1963', '1939', '1947', '1956', '1948', '1942', '1940', '1922', '1961', '1955', '1962', '1966', '1950', '1960', '1927', '1952']]
Predicted Ans:    1961
Predicted Path:   Call Me Bwana --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> Bachelor in Paradise --[release_year]--> 1961
Path (Raw):       Call Me Bwana --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> Bachelor in Paradise --[release_year]--> 1961
Neg LogProb(↓):   0.828173
Path Entropy(↓):  2.046209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor rhiannon leigh wryn co - starred with who
Start Entity:     Rhiannon Leigh Wryn
Gold Answer:      [['Timothy Hutton', 'Joely Richardson']]
Predicted Ans:    Timothy Hutton
Predicted Path:   Rhiannon Leigh Wryn --[(INV) starred_actors]--> The Last Mimzy --[starred_actors]--> Timothy Hutton
Path (Raw):       Rhiannon Leigh Wryn --[No Operation]--> Rhiannon Leigh Wryn --[(INV) starred_actors]--> The Last Mimzy --[starred_actors]--> Timothy Hutton
Neg LogProb(↓):   0.000344
Path Entropy(↓):  0.003139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of feds
Start Entity:     Feds
Gold Answer:      [['Heavy Metal']]
Predicted Ans:    Heavy Metal
Predicted Path:   Feds --[written_by]--> Daniel Goldberg --[(INV) written_by]--> Heavy Metal
Path (Raw):       Feds --[No Operation]--> Feds --[written_by]--> Daniel Goldberg --[(INV) written_by]--> Heavy Metal
Neg LogProb(↓):   0.000315
Path Entropy(↓):  0.003073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by liam lynch were in which genres
Start Entity:     Liam Lynch
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Liam Lynch --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[has_genre]--> Comedy
Path (Raw):       Liam Lynch --[No Operation]--> Liam Lynch --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[has_genre]--> Comedy
Neg LogProb(↓):   0.002219
Path Entropy(↓):  0.015762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did paul glickler write
Start Entity:     Paul Glickler
Gold Answer:      [['The Cheerleaders', 'Running Scared']]
Predicted Ans:    The Cheerleaders
Predicted Path:   Paul Glickler --[(INV) written_by]--> The Cheerleaders --[written_by]--> Paul Glickler --[(INV) written_by]--> The Cheerleaders
Path (Raw):       Paul Glickler --[(INV) written_by]--> The Cheerleaders --[written_by]--> Paul Glickler --[(INV) written_by]--> The Cheerleaders
Neg LogProb(↓):   0.001620
Path Entropy(↓):  0.013089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film zindagi na milegi dobara were in which genres
Start Entity:     Zindagi Na Milegi Dobara
Gold Answer:      [['Drama']]
Predicted Ans:    Comedy
Predicted Path:   Zindagi Na Milegi Dobara --[directed_by]--> Zoya Akhtar --[(INV) directed_by]--> Zindagi Na Milegi Dobara --[has_genre]--> Comedy
Path (Raw):       Zindagi Na Milegi Dobara --[directed_by]--> Zoya Akhtar --[(INV) directed_by]--> Zindagi Na Milegi Dobara --[has_genre]--> Comedy
Neg LogProb(↓):   1.036808
Path Entropy(↓):  1.374264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the primary language in the matriarch
Start Entity:     The Matriarch
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Matriarch --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Path (Raw):       The Matriarch --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Neg LogProb(↓):   0.854942
Path Entropy(↓):  1.829635
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in 12 dates of christmas
Start Entity:     12 Dates of Christmas
Gold Answer:      [['George Gallo', 'Roger Kumble', 'Mark Neveldine', 'Brian Taylor', 'Tyler Perry', 'Tracey Hecht', 'J. Mackye Gruber', 'Kyle Rankin', 'Eric Bress', 'Efram Potelle', 'Chris Brinker']]
Predicted Ans:    George Gallo
Predicted Path:   12 Dates of Christmas --[starred_actors]--> Amy Smart --[(INV) starred_actors]--> Columbus Circle --[directed_by]--> George Gallo
Path (Raw):       12 Dates of Christmas --[starred_actors]--> Amy Smart --[(INV) starred_actors]--> Columbus Circle --[directed_by]--> George Gallo
Neg LogProb(↓):   0.086527
Path Entropy(↓):  0.353691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in carancho also appears in which films
Start Entity:     Carancho
Gold Answer:      [['Nine Queens', 'Kamchatka', 'Son of the Bride', 'The Secret in Their Eyes', 'XXY']]
Predicted Ans:    XXY
Predicted Path:   Carancho --[starred_actors]--> Ricardo Darín --[(INV) starred_actors]--> XXY
Path (Raw):       Carancho --[starred_actors]--> Ricardo Darín --[No Operation]--> Ricardo Darín --[(INV) starred_actors]--> XXY
Neg LogProb(↓):   0.084906
Path Entropy(↓):  0.349159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by rory kelly
Start Entity:     Rory Kelly
Gold Answer:      [['Meg Tilly', 'Eric Stoltz', 'Marissa Ribisi', 'Craig Sheffer']]
Predicted Ans:    Marissa Ribisi
Predicted Path:   Rory Kelly --[(INV) directed_by]--> Some Girl --[starred_actors]--> Marissa Ribisi
Path (Raw):       Rory Kelly --[No Operation]--> Rory Kelly --[(INV) directed_by]--> Some Girl --[starred_actors]--> Marissa Ribisi
Neg LogProb(↓):   0.005937
Path Entropy(↓):  0.036268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by mark holton release
Start Entity:     Mark Holton
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Mark Holton --[(INV) starred_actors]--> Pee-wee's Big Adventure --[release_year]--> 1985
Path (Raw):       Mark Holton --[No Operation]--> Mark Holton --[(INV) starred_actors]--> Pee-wee's Big Adventure --[release_year]--> 1985
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the getaway
Start Entity:     The Getaway
Gold Answer:      [['Nadine', 'The Towering Inferno', 'Miami Blues', 'The Hunter', 'Chisum', 'Reservoir Dogs', 'Any Given Sunday', 'Lymelife', 'Rise of the Guardians', 'BloodRayne', 'Cop', 'The Great Escape', "My Best Friend's Girl", '8 Mile', 'Hustle', 'Species', 'Best Seller', 'Bullitt', 'An Enemy of the People', 'Blind Date', 'The Hunt for Red October', 'Rio Grande', 'The Sugarland Express', 'Money for Nothing', 'Wagon Master', 'Bless the Child', 'Dillinger', 'Papillon', 'The Last Shot', 'My Stepmother Is an Alien', 'House', 'Junior Bonner', 'The Sand Pebbles', 'One-Eyed Jacks', 'The Juror', "It's Complicated", 'Boarding Gate', 'The Shadow', "She's Having a Baby", 'A Streetcar Named Desire', "Cat's Eye", 'Piranhaconda', "This Girl's Life", 'Jamesy Boy', 'True Believer', 'Hell Is for Heroes', 'Soldier in the Rain', 'Videodrome', 'Goodbye, Columbus', 'Donnie Brasco', 'Loosies', 'Breakheart Pass', 'The Boost', 'Tom Horn', 'Path to War', 'The Man Who Loved Women', 'Batman', 'Baby the Rain Must Fall', 'End Game', 'Love with the Proper Stranger', 'Prelude to a Kiss', 'Straight Talk', 'Diggstown', "Heaven's Prisoners", 'Malice', 'Mighty Joe Young', 'The Blob', 'Vice', 'Terror Train', 'Vampires', 'Elizabethtown', 'People I Know', 'The Cincinnati Kid', 'Nevada Smith', 'No Mercy', 'Salvador', 'While She Was Out', 'Even Money', 'The Last Picture Show', 'Grayeagle', 'Mercury Rising', 'The Thomas Crown Affair', 'Mulholland Falls', 'The Specialist', 'Cool World', 'Mother Lode', 'Cellular', 'Love Story', 'Once Upon a Time in America', 'The Bleeding', 'The Marrying Man', 'Beetlejuice', 'Fool for Love', 'Bite the Bullet', 'The Train Robbers', 'The Natural', 'Final Analysis', 'The Confession', 'Species II', 'Ghosts of Mississippi', 'The Onion Field', 'The Reivers', 'Convoy', 'The Magnificent Seven', 'The Real McCoy', 'Kill Me Again', 'The Virgin Suicides', 'Third Person', 'Le Mans', 'Against All Odds', 'Fun with Dick and Jane', 'Immediate Family', 'The Hard Way', 'I Dreamed of Africa', 'Northfork', 'The Edge', 'Citizen Cohn', 'The Town That Dreaded Sundown']]
Predicted Ans:    Boarding Gate
Predicted Path:   The Getaway --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate
Path (Raw):       The Getaway --[No Operation]--> The Getaway --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate
Neg LogProb(↓):   0.243527
Path Entropy(↓):  0.947060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of blind was
Start Entity:     Blind
Gold Answer:      [['Eskil Vogt']]
Predicted Ans:    Eskil Vogt
Predicted Path:   Blind --[directed_by]--> Eskil Vogt --[(INV) directed_by]--> Blind --[directed_by]--> Eskil Vogt
Path (Raw):       Blind --[directed_by]--> Eskil Vogt --[(INV) directed_by]--> Blind --[directed_by]--> Eskil Vogt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the immortal story
Start Entity:     The Immortal Story
Gold Answer:      [['Out of Africa', 'Touch of Evil', 'Citizen Kane', 'F for Fake', 'The Lady from Shanghai', 'The Trial', 'The Magnificent Ambersons', 'Chimes at Midnight', "Babette's Feast"]]
Predicted Ans:    Chimes at Midnight
Predicted Path:   The Immortal Story --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight
Path (Raw):       The Immortal Story --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight --[No Operation]--> Chimes at Midnight
Neg LogProb(↓):   0.023880
Path Entropy(↓):  0.133592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the driver
Start Entity:     The Driver
Gold Answer:      [['Bruce Dern', 'Ali MacGraw', 'Bruce Willis', 'Arnold Schwarzenegger', 'Michael Paré', 'John Hurt', 'James Woods', 'Eddie Murphy', 'Ving Rhames', 'Brion James', 'Ellen Barkin', 'Alec Baldwin', 'Michael Madsen', 'Nick Nolte', 'Ben Johnson', 'Linda Blair', 'Franklyn Seales', 'Powers Boothe', 'Christopher Walken', 'Kim Basinger', 'Diane Lane', 'Jeff Bridges', 'Fred Ward', 'James Belushi', 'Sally Struthers', 'Sylvia Kristel', 'Charles Bronson', 'Keith Carradine', 'Wesley Snipes', 'Steve McQueen', "Ed O'Ross"]]
Predicted Ans:    Nick Nolte
Predicted Path:   The Driver --[written_by]--> Walter Hill --[(INV) written_by]--> Another 48 Hrs. --[starred_actors]--> Nick Nolte
Path (Raw):       The Driver --[written_by]--> Walter Hill --[(INV) written_by]--> Another 48 Hrs. --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.986231
Path Entropy(↓):  2.133053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of i met him in paris
Start Entity:     I Met Him in Paris
Gold Answer:      [['Stowaway', 'So Proudly We Hail!', 'The Bride Wore Red', 'Annie Oakley', 'The Great Sinner', 'The Canterville Ghost', 'Too Many Husbands', 'The Egg and I', 'Imitation of Life', 'Zaza', 'The Americanization of Emily', 'Three Came Home', 'Hotel', "There's Always a Woman", "A Woman's Secret", 'The Sea of Grass', 'Advance to the Rear', 'The Enchanted Cottage', 'The Palm Beach Story', 'Angel', 'Ninotchka', 'Journey for Margaret', 'Arise, My Love', 'That Uncertain Feeling', 'Maid of Salem', 'It Happened One Night', 'Lady Be Good', 'Western Union', 'Cleopatra', 'Being There', "They Won't Believe Me", 'Drums Along the Mohawk', "It's a Wonderful World", 'Sleep, My Love', 'Remember the Day', 'Skylark', 'Honor Among Lovers', 'The Old Dark House', 'The Second Woman', 'The Gilded Lily', 'Boom Town', 'No Time for Love', 'Midnight', 'The Sign of the Cross', 'Red Salute', 'Three Comrades', 'Crossfire', 'That Forsyte Woman', 'Adventure in Baltimore', 'Northwest Passage', "A Woman's Face", 'The Smiling Lieutenant', 'Ghost Story', 'The Tenant', 'The Vampire Bat', 'I Never Sang for My Father', 'Sitting Pretty', 'Theodora Goes Wild', 'Hud', 'Secret Agent']]
Predicted Ans:    Cleopatra
Predicted Path:   I Met Him in Paris --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra
Path (Raw):       I Met Him in Paris --[starred_actors]--> Claudette Colbert --[No Operation]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra
Neg LogProb(↓):   0.929696
Path Entropy(↓):  1.744661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by nigel hawthorne
Start Entity:     Nigel Hawthorne
Gold Answer:      [['1998', '1997', '1948', '1985', '1999']]
Predicted Ans:    1999
Predicted Path:   Nigel Hawthorne --[(INV) starred_actors]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       Nigel Hawthorne --[No Operation]--> Nigel Hawthorne --[(INV) starred_actors]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   0.595578
Path Entropy(↓):  1.438235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
John derek appears in which movies
Start Entity:     John Derek
Gold Answer:      [['Knock on Any Door', 'Scandal Sheet', 'The Adventures of Hajji Baba']]
Predicted Ans:    Knock on Any Door
Predicted Path:   John Derek --[(INV) starred_actors]--> Knock on Any Door --[starred_actors]--> John Derek --[(INV) starred_actors]--> Knock on Any Door
Path (Raw):       John Derek --[(INV) starred_actors]--> Knock on Any Door --[starred_actors]--> John Derek --[(INV) starred_actors]--> Knock on Any Door
Neg LogProb(↓):   0.551400
Path Entropy(↓):  1.324420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by dave willis
Start Entity:     Dave Willis
Gold Answer:      [['Matt Maiellaro']]
Predicted Ans:    Matt Maiellaro
Predicted Path:   Dave Willis --[(INV) directed_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters --[written_by]--> Matt Maiellaro
Path (Raw):       Dave Willis --[No Operation]--> Dave Willis --[(INV) directed_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters --[written_by]--> Matt Maiellaro
Neg LogProb(↓):   0.806288
Path Entropy(↓):  1.291006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with mistress fall under
Start Entity:     Mistress
Gold Answer:      [['Family', 'Documentary', 'Biography', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Animation
Predicted Path:   Mistress --[starred_actors]--> Martin Landau --[(INV) starred_actors]--> 9 --[has_genre]--> Animation
Path (Raw):       Mistress --[starred_actors]--> Martin Landau --[(INV) starred_actors]--> 9 --[has_genre]--> Animation
Neg LogProb(↓):   0.109372
Path Entropy(↓):  0.382424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of muppets from space
Start Entity:     Muppets from Space
Gold Answer:      [['James Marsden', 'Russell Brand', 'Hank Azaria', 'Jason Lee', 'Cameron Richardson', 'David Cross', 'Alex D. Linz']]
Predicted Ans:    David Cross
Predicted Path:   Muppets from Space --[directed_by]--> Tim Hill --[(INV) directed_by]--> Alvin and the Chipmunks --[starred_actors]--> David Cross
Path (Raw):       Muppets from Space --[directed_by]--> Tim Hill --[(INV) directed_by]--> Alvin and the Chipmunks --[starred_actors]--> David Cross
Neg LogProb(↓):   0.019858
Path Entropy(↓):  0.096794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with fabiana udenio
Start Entity:     Fabiana Udenio
Gold Answer:      [['Claude Earl Jones', 'Jeffrey Combs', 'Bruce Abbott']]
Predicted Ans:    Jeffrey Combs
Predicted Path:   Fabiana Udenio --[(INV) starred_actors]--> Bride of Re-Animator --[starred_actors]--> Jeffrey Combs
Path (Raw):       Fabiana Udenio --[No Operation]--> Fabiana Udenio --[(INV) starred_actors]--> Bride of Re-Animator --[starred_actors]--> Jeffrey Combs
Neg LogProb(↓):   0.143035
Path Entropy(↓):  0.443580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the hill
Start Entity:     The Hill
Gold Answer:      [['Guilty as Sin', 'The Wiz', 'The Fugitive Kind', 'The Anderson Tapes', 'Network', 'The Sea Gull', "Before the Devil Knows You're Dead", 'Gloria', 'The Morning After', 'Murder on the Orient Express', 'Bye Bye Braverman', 'Strip Search', 'The Group', 'Fail Safe', 'Prince of the City', 'Critical Care', 'Deathtrap', 'Equus', 'Power', 'Family Business', 'Find Me Guilty', 'Dog Day Afternoon', 'Daniel', 'The Verdict', 'Serpico', 'Night Falls on Manhattan', 'A Stranger Among Us', 'The Pawnbroker', 'Running on Empty', 'The Offence', '12 Angry Men']]
Predicted Ans:    Gloria
Predicted Path:   The Hill --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria
Path (Raw):       The Hill --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[No Operation]--> Gloria
Neg LogProb(↓):   0.066335
Path Entropy(↓):  0.315751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by shaad ali fall under
Start Entity:     Shaad Ali
Gold Answer:      [['Adventure', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Shaad Ali --[(INV) directed_by]--> Bunty Aur Babli --[has_genre]--> Comedy
Path (Raw):       Shaad Ali --[No Operation]--> Shaad Ali --[(INV) directed_by]--> Bunty Aur Babli --[has_genre]--> Comedy
Neg LogProb(↓):   0.007300
Path Entropy(↓):  0.047982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of charlie chan in reno is also the director of which movies
Start Entity:     Charlie Chan in Reno
Gold Answer:      [['Mr. Moto Takes a Chance', 'Charlie Chan at Treasure Island', "It's All True", 'Mysterious Mr. Moto']]
Predicted Ans:    Charlie Chan in Reno
Predicted Path:   Charlie Chan in Reno --[directed_by]--> Norman Foster --[(INV) directed_by]--> Charlie Chan in Reno
Path (Raw):       Charlie Chan in Reno --[directed_by]--> Norman Foster --[(INV) directed_by]--> Charlie Chan in Reno --[No Operation]--> Charlie Chan in Reno
Neg LogProb(↓):   0.263689
Path Entropy(↓):  0.785976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote before the devil knows you're dead
Start Entity:     Before the Devil Knows You're Dead
Gold Answer:      [['Henrik Ruben Genz']]
Predicted Ans:    Henrik Ruben Genz
Predicted Path:   Before the Devil Knows You're Dead --[written_by]--> Kelly Masterson --[(INV) written_by]--> Good People --[directed_by]--> Henrik Ruben Genz
Path (Raw):       Before the Devil Knows You're Dead --[written_by]--> Kelly Masterson --[(INV) written_by]--> Good People --[directed_by]--> Henrik Ruben Genz
Neg LogProb(↓):   0.391318
Path Entropy(↓):  0.841873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of human capital
Start Entity:     Human Capital
Gold Answer:      [['Stefania Sandrelli', 'Valerio Mastandrea', 'Micaela Ramazzotti']]
Predicted Ans:    Valeria Bruni Tedeschi
Predicted Path:   Human Capital --[written_by]--> Paolo Virzì --[(INV) written_by]--> Human Capital --[starred_actors]--> Valeria Bruni Tedeschi
Path (Raw):       Human Capital --[written_by]--> Paolo Virzì --[(INV) written_by]--> Human Capital --[starred_actors]--> Valeria Bruni Tedeschi
Neg LogProb(↓):   0.004817
Path Entropy(↓):  0.032516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the writer of people will talk starred who
Start Entity:     People Will Talk
Gold Answer:      [['Anne Baxter', 'Helena Bonham Carter', 'Susan Hayward', 'Gene Tierney', 'Héctor Alterio', 'Norma Aleandro', 'Gary Cooper', 'Robert Montgomery', 'Marlon Brando', 'Elizabeth Taylor', 'Mia Wasikowska', 'Henry Wilcoxon', 'Gregory Peck', 'Michael Caine', 'Richard Widmark', 'Celeste Holm', 'Cliff Robertson', 'Jack Oakie', 'Kathryn Beaumont', 'Michael Redgrave', 'Ed Wynn', 'Jackie Cooper', 'Jeanne Crain', 'Capucine', 'Vivian Blaine', "Edmond O'Brien", 'Charles Laughton', 'George Sanders', 'Warren William', 'Brendan Fraser', 'Bette Davis', 'Linda Darnell', 'Rex Harrison', 'Do Thi Hai Yen', 'Ben Kingsley', 'Sidney Poitier', 'Whoopi Goldberg', 'Claudette Colbert', 'George Raft', 'Joan Crawford', 'Christopher Lloyd', 'Johnny Depp', 'Walter Huston', 'Sean Young', 'Thomas Mitchell', 'Kevin Costner', 'Natalie Gregory', 'Robert Coogan', 'Jackie Searl', 'Mitzi Green', 'Glenn Langan', 'Gene Hackman', 'Will Patton', 'Kirk Douglas', 'Richard Burton', 'Ava Gardner', 'Stephen McNally', 'Jean Simmons', 'Audie Murphy', 'Clark Gable', 'Giorgia Moll', 'Ann Sothern', 'Frank Sinatra', 'Humphrey Bogart', 'Anne Hathaway', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Vincent Price']]
Predicted Ans:    Marlon Brando
Predicted Path:   People Will Talk --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Path (Raw):       People Will Talk --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   1.345857
Path Entropy(↓):  1.717413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of madam satan
Start Entity:     Madam Satan
Gold Answer:      [['Passion Flower', 'The Lost Patrol', 'Dynamite']]
Predicted Ans:    Dynamite
Predicted Path:   Madam Satan --[starred_actors]--> Kay Johnson --[(INV) starred_actors]--> Dynamite
Path (Raw):       Madam Satan --[starred_actors]--> Kay Johnson --[No Operation]--> Kay Johnson --[(INV) starred_actors]--> Dynamite
Neg LogProb(↓):   0.049810
Path Entropy(↓):  0.205493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was henning carlsen the director of
Start Entity:     Henning Carlsen
Gold Answer:      [['Hunger', 'Pan']]
Predicted Ans:    Hunger
Predicted Path:   Henning Carlsen --[(INV) directed_by]--> Hunger --[directed_by]--> Steven Hentges --[(INV) directed_by]--> Hunger
Path (Raw):       Henning Carlsen --[(INV) directed_by]--> Hunger --[directed_by]--> Steven Hentges --[(INV) directed_by]--> Hunger
Neg LogProb(↓):   0.712244
Path Entropy(↓):  1.053488
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by absolute deception actors
Start Entity:     Absolute Deception
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Absolute Deception --[starred_actors]--> Emmanuelle Vaugier --[(INV) starred_actors]--> Blonde and Blonder --[has_genre]--> Comedy
Path (Raw):       Absolute Deception --[starred_actors]--> Emmanuelle Vaugier --[(INV) starred_actors]--> Blonde and Blonder --[has_genre]--> Comedy
Neg LogProb(↓):   0.078884
Path Entropy(↓):  0.273329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film dhoom
Start Entity:     Dhoom
Gold Answer:      [['Vijay Krishna Acharya']]
Predicted Ans:    Vijay Krishna Acharya
Predicted Path:   Dhoom --[written_by]--> Vijay Krishna Acharya --[(INV) written_by]--> Dhoom --[written_by]--> Vijay Krishna Acharya
Path (Raw):       Dhoom --[written_by]--> Vijay Krishna Acharya --[(INV) written_by]--> Dhoom --[written_by]--> Vijay Krishna Acharya
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the education of charlie banks also directed which films
Start Entity:     The Education of Charlie Banks
Gold Answer:      [['The Longshots']]
Predicted Ans:    The Education of Charlie Banks
Predicted Path:   The Education of Charlie Banks --[directed_by]--> Fred Durst --[(INV) directed_by]--> The Education of Charlie Banks
Path (Raw):       The Education of Charlie Banks --[directed_by]--> Fred Durst --[(INV) directed_by]--> The Education of Charlie Banks --[No Operation]--> The Education of Charlie Banks
Neg LogProb(↓):   0.112752
Path Entropy(↓):  0.340300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by jeff grace were released in which years
Start Entity:     Jeff Grace
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Jeff Grace --[(INV) starred_actors]--> The Scenesters --[release_year]--> 2009
Path (Raw):       Jeff Grace --[No Operation]--> Jeff Grace --[(INV) starred_actors]--> The Scenesters --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with tim fehlbaum
Start Entity:     Tim Fehlbaum
Gold Answer:      [['Krzysztof Piesiewicz']]
Predicted Ans:    Krzysztof Piesiewicz
Predicted Path:   Tim Fehlbaum --[(INV) written_by]--> Hell --[written_by]--> Krzysztof Piesiewicz
Path (Raw):       Tim Fehlbaum --[No Operation]--> Tim Fehlbaum --[(INV) written_by]--> Hell --[written_by]--> Krzysztof Piesiewicz
Neg LogProb(↓):   0.000140
Path Entropy(↓):  0.001382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of cloak and dagger
Start Entity:     Cloak and Dagger
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Cloak and Dagger --[directed_by]--> Fritz Lang --[(INV) directed_by]--> The Big Heat --[has_genre]--> Crime
Path (Raw):       Cloak and Dagger --[directed_by]--> Fritz Lang --[(INV) directed_by]--> The Big Heat --[has_genre]--> Crime
Neg LogProb(↓):   0.427268
Path Entropy(↓):  1.326146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by laurence olivier
Start Entity:     Laurence Olivier
Gold Answer:      [['1995', '2000', '1964', '2009', '1948', '1957', '1990', '1996', '1969', '1955']]
Predicted Ans:    1964
Predicted Path:   Laurence Olivier --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Path (Raw):       Laurence Olivier --[No Operation]--> Laurence Olivier --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   1.094397
Path Entropy(↓):  2.060187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of summer phoenix starred movies
Start Entity:     Summer Phoenix
Gold Answer:      [['1998', '2000']]
Predicted Ans:    1998
Predicted Path:   Summer Phoenix --[(INV) starred_actors]--> Girl --[release_year]--> 1998
Path (Raw):       Summer Phoenix --[No Operation]--> Summer Phoenix --[(INV) starred_actors]--> Girl --[release_year]--> 1998
Neg LogProb(↓):   0.140155
Path Entropy(↓):  0.387861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by robert schooley
Start Entity:     Robert Schooley
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Robert Schooley --[(INV) written_by]--> Sky High --[release_year]--> 2005
Path (Raw):       Robert Schooley --[No Operation]--> Robert Schooley --[(INV) written_by]--> Sky High --[release_year]--> 2005
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by tom williams in
Start Entity:     Tom Williams
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tom Williams --[(INV) written_by]--> Chalet Girl --[has_genre]--> Comedy
Path (Raw):       Tom Williams --[No Operation]--> Tom Williams --[(INV) written_by]--> Chalet Girl --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter valentin chernykh
Start Entity:     Valentin Chernykh
Gold Answer:      [['Aleksey Batalov', 'Vera Alentova']]
Predicted Ans:    Aleksey Batalov
Predicted Path:   Valentin Chernykh --[(INV) written_by]--> Moscow Does Not Believe in Tears --[starred_actors]--> Aleksey Batalov
Path (Raw):       Valentin Chernykh --[No Operation]--> Valentin Chernykh --[(INV) written_by]--> Moscow Does Not Believe in Tears --[starred_actors]--> Aleksey Batalov
Neg LogProb(↓):   0.222550
Path Entropy(↓):  0.499743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by farhan akhtar released
Start Entity:     Farhan Akhtar
Gold Answer:      [['2001', '2006', '2011', '1978']]
Predicted Ans:    2011
Predicted Path:   Farhan Akhtar --[(INV) written_by]--> Don 2 --[release_year]--> 2011
Path (Raw):       Farhan Akhtar --[No Operation]--> Farhan Akhtar --[(INV) written_by]--> Don 2 --[release_year]--> 2011
Neg LogProb(↓):   1.105749
Path Entropy(↓):  1.109508
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film city by the sea are directed by who
Start Entity:     City by the Sea
Gold Answer:      [['Jon Avnet', 'John Polson', 'Michael Mann', 'Mark Rydell', 'Lisa Cholodenko', 'Justin Lin', 'Evan Goldberg', 'Michael Cimino', 'Neil Jordan', 'Sam Raimi', 'Rodrigo Cortés', 'Curtis Hanson', 'Mark Steven Johnson', 'Rob Epstein', 'Jeffrey Friedman', 'James Franco', 'Rupert Goold', 'Seth Rogen', 'Craig Monahan', 'David Gordon Green', 'J. Lee Thompson', 'Tom Dey', 'Rob Schmidt', 'James Mangold', 'Martin Scorsese', 'Robert De Niro', 'Jerry Zaks', 'Barry Levinson', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Jon Turteltaub', 'Neil Burger', 'Jules Dassin', 'Nancy Meyers', 'Bernardo Bertolucci', 'Joel Schumacher', 'Miles Brandman', 'Justin Zackham', 'Ulu Grosbard', 'Danny Boyle', 'Cédric Kahn', 'Michael Radford', 'Gary McKendry', 'Paul Weitz', 'Luc Besson', 'David O. Russell', 'Ron Howard', 'Kenneth Branagh', 'Nicolas Cage', 'Penny Marshall', 'Michael Curtiz', 'Alan Parker', 'Sergio Leone', 'John D. Hancock', 'John McNaughton', 'Martin Brest', 'Peter Segal', 'Frank Oz', 'Paul Morrissey', 'John Curran', 'Brian De Palma', 'Bruce Beresford', 'Elia Kazan', 'George Cukor', 'Kirk Jones', 'Roland Joffé', 'Tony Scott', 'Ethan Coen', 'John Frankenheimer', 'Tony Bill', 'Peyton Reed', 'Ettore Scola', 'Terry Gilliam', 'Jay Roach', 'John Dahl', 'Gary Fleder', 'Harmony Korine', 'Harold Ramis', 'Johnnie To', 'Robert Rodriguez', 'Irwin Winkler', 'David Grovic']]
Predicted Ans:    Kirk Jones
Predicted Path:   City by the Sea --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Path (Raw):       City by the Sea --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Neg LogProb(↓):   1.119083
Path Entropy(↓):  2.503808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the kundun director
Start Entity:     Kundun
Gold Answer:      [['Marc Norman', 'Richard Price', 'Martin Scorsese', 'Mardik Martin', 'Kent Jones', 'Jay Cocks', 'Nicholas Pileggi', 'Woody Allen', 'Nikos Kazantzakis', 'Ernest K. Gann', 'Jake LaMotta', 'Ben L. Reitman', 'Dennis Lehane', 'Joe Connelly', 'Edith Wharton', 'John D. MacDonald', 'Sofia Coppola', 'Francis Ford Coppola', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'Robert Getchell', 'James R. Webb', 'Paul Schrader', 'William Monahan', 'John Logan', 'Brian Selznick', 'Joseph Minion', 'Walter Tevis', 'Jordan Belfort']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Kundun --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese
Path (Raw):       Kundun --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese
Neg LogProb(↓):   1.016220
Path Entropy(↓):  1.977647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with veronika decides to die fall under
Start Entity:     Veronika Decides to Die
Gold Answer:      [['Romance', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Simply Irresistible --[has_genre]--> Comedy
Path (Raw):       Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Simply Irresistible --[has_genre]--> Comedy
Neg LogProb(↓):   0.932973
Path Entropy(↓):  1.327601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by kat coiro release
Start Entity:     Kat Coiro
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Kat Coiro --[(INV) directed_by]--> A Case of You --[release_year]--> 2013
Path (Raw):       Kat Coiro --[No Operation]--> Kat Coiro --[(INV) directed_by]--> A Case of You --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the barbarian invasions also wrote which films
Start Entity:     The Barbarian Invasions
Gold Answer:      [['Days of Darkness', 'Stardom', 'The Decline of the American Empire', 'Jesus of Montreal']]
Predicted Ans:    Days of Darkness
Predicted Path:   The Barbarian Invasions --[written_by]--> Denys Arcand --[(INV) written_by]--> Days of Darkness
Path (Raw):       The Barbarian Invasions --[written_by]--> Denys Arcand --[(INV) written_by]--> Days of Darkness --[No Operation]--> Days of Darkness
Neg LogProb(↓):   1.050874
Path Entropy(↓):  1.451116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by dick maas
Start Entity:     Dick Maas
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dick Maas --[(INV) written_by]--> Do Not Disturb --[has_genre]--> Comedy
Path (Raw):       Dick Maas --[No Operation]--> Dick Maas --[(INV) written_by]--> Do Not Disturb --[has_genre]--> Comedy
Neg LogProb(↓):   0.576644
Path Entropy(↓):  0.969786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the eagle has landed also wrote which films
Start Entity:     The Eagle Has Landed
Gold Answer:      [['The Wrath of God', 'A Prayer for the Dying']]
Predicted Ans:    A Prayer for the Dying
Predicted Path:   The Eagle Has Landed --[written_by]--> Jack Higgins --[(INV) written_by]--> A Prayer for the Dying
Path (Raw):       The Eagle Has Landed --[written_by]--> Jack Higgins --[(INV) written_by]--> A Prayer for the Dying --[No Operation]--> A Prayer for the Dying
Neg LogProb(↓):   0.121673
Path Entropy(↓):  0.361067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of cosmopolis also starred in which films
Start Entity:     Cosmopolis
Gold Answer:      [['Water for Elephants', 'Bel Ami', 'How to Be']]
Predicted Ans:    Water for Elephants
Predicted Path:   Cosmopolis --[starred_actors]--> Robert Pattinson --[(INV) starred_actors]--> Water for Elephants
Path (Raw):       Cosmopolis --[starred_actors]--> Robert Pattinson --[No Operation]--> Robert Pattinson --[(INV) starred_actors]--> Water for Elephants
Neg LogProb(↓):   0.141805
Path Entropy(↓):  0.590534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with shahrukh husain
Start Entity:     Shahrukh Husain
Gold Answer:      [['Anita Desai']]
Predicted Ans:    Anita Desai
Predicted Path:   Shahrukh Husain --[(INV) written_by]--> In Custody --[written_by]--> Anita Desai
Path (Raw):       Shahrukh Husain --[No Operation]--> Shahrukh Husain --[(INV) written_by]--> In Custody --[written_by]--> Anita Desai
Neg LogProb(↓):   0.402537
Path Entropy(↓):  0.635217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the antichrist director
Start Entity:     Antichrist
Gold Answer:      [['Carl Theodor Dreyer', 'Euripides', 'Jørgen Leth', 'Pier Paolo Pasolini', 'Niels Vørsel', 'Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Antichrist --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[written_by]--> Lars von Trier
Path (Raw):       Antichrist --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[written_by]--> Lars von Trier
Neg LogProb(↓):   0.925369
Path Entropy(↓):  1.663850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film analyze this
Start Entity:     Analyze This
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Analyze This --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Analyze This --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.024818
Path Entropy(↓):  4.472770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did claude miller write the story for
Start Entity:     Claude Miller
Gold Answer:      [['Little Lili', 'Alias Betty', 'The Little Thief', 'A Secret']]
Predicted Ans:    The Little Thief
Predicted Path:   Claude Miller --[(INV) written_by]--> Alias Betty --[written_by]--> Claude Miller --[(INV) written_by]--> The Little Thief
Path (Raw):       Claude Miller --[(INV) written_by]--> Alias Betty --[written_by]--> Claude Miller --[(INV) written_by]--> The Little Thief
Neg LogProb(↓):   1.043195
Path Entropy(↓):  1.665673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote liberty heights
Start Entity:     Liberty Heights
Gold Answer:      [['Barry Levinson']]
Predicted Ans:    Barry Levinson
Predicted Path:   Liberty Heights --[written_by]--> Barry Levinson --[(INV) written_by]--> Liberty Heights --[written_by]--> Barry Levinson
Path (Raw):       Liberty Heights --[written_by]--> Barry Levinson --[(INV) written_by]--> Liberty Heights --[written_by]--> Barry Levinson
Neg LogProb(↓):   0.208350
Path Entropy(↓):  0.613984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor julia migenes is a co - star of who
Start Entity:     Julia Migenes
Gold Answer:      [['Pola Negri', 'Plácido Domingo', 'Ruggero Raimondi', 'Faith Esham', 'Harry Liedtke', 'Leopold von Ledebur']]
Predicted Ans:    Ruggero Raimondi
Predicted Path:   Julia Migenes --[(INV) starred_actors]--> Carmen --[starred_actors]--> Ruggero Raimondi
Path (Raw):       Julia Migenes --[No Operation]--> Julia Migenes --[(INV) starred_actors]--> Carmen --[starred_actors]--> Ruggero Raimondi
Neg LogProb(↓):   0.774414
Path Entropy(↓):  1.162844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor scott brady starred together with who
Start Entity:     Scott Brady
Gold Answer:      [['Jack Lemmon', 'Mercedes McCambridge', 'Joan Crawford', 'Sterling Hayden', 'Michael Douglas', 'Jane Fonda']]
Predicted Ans:    Joan Crawford
Predicted Path:   Scott Brady --[(INV) starred_actors]--> Johnny Guitar --[starred_actors]--> Joan Crawford
Path (Raw):       Scott Brady --[No Operation]--> Scott Brady --[(INV) starred_actors]--> Johnny Guitar --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.000116
Path Entropy(↓):  0.001285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed ride in the whirlwind
Start Entity:     Ride in the Whirlwind
Gold Answer:      [['Harry Dean Stanton', 'Warren Oates', 'Tygh Runyan', 'Jack Nicholson', 'Millie Perkins', 'Frank Wolff', 'Michael Forest', 'Will Hutchins', 'Dennis Wilson', 'Laurie Bird', 'James Taylor', 'Dominique Swain', 'Shannyn Sossamon', 'Jenny Agutter', 'Fabio Testi']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Ride in the Whirlwind --[directed_by]--> Monte Hellman --[(INV) directed_by]--> Ride in the Whirlwind --[starred_actors]--> Jack Nicholson
Path (Raw):       Ride in the Whirlwind --[directed_by]--> Monte Hellman --[(INV) directed_by]--> Ride in the Whirlwind --[starred_actors]--> Jack Nicholson
Neg LogProb(↓):   0.122714
Path Entropy(↓):  0.453901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of land ho!
Start Entity:     Land Ho!
Gold Answer:      [['Cris Lankenau']]
Predicted Ans:    Cris Lankenau
Predicted Path:   Land Ho! --[written_by]--> Aaron Katz --[(INV) written_by]--> Cold Weather --[starred_actors]--> Cris Lankenau
Path (Raw):       Land Ho! --[written_by]--> Aaron Katz --[(INV) written_by]--> Cold Weather --[starred_actors]--> Cris Lankenau
Neg LogProb(↓):   0.031562
Path Entropy(↓):  0.145346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did eddie cantor star in
Start Entity:     Eddie Cantor
Gold Answer:      [['Kid Millions', 'Thank Your Lucky Stars', 'Ali Baba Goes to Town']]
Predicted Ans:    Kid Millions
Predicted Path:   Eddie Cantor --[(INV) starred_actors]--> Kid Millions --[starred_actors]--> Eddie Cantor --[(INV) starred_actors]--> Kid Millions
Path (Raw):       Eddie Cantor --[(INV) starred_actors]--> Kid Millions --[starred_actors]--> Eddie Cantor --[(INV) starred_actors]--> Kid Millions
Neg LogProb(↓):   0.087808
Path Entropy(↓):  0.298261
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about dreamworks animation
Start Entity:     dreamworks animation
Gold Answer:      [['Antz', 'Over the Hedge', 'Shrek 2', 'Shrek', 'How to Train Your Dragon']]
Predicted Ans:    Deconstructing Harry
Predicted Path:   dreamworks animation --[(INV) has_tags]--> Antz --[has_tags]--> woody allen --[(INV) has_tags]--> Deconstructing Harry
Path (Raw):       dreamworks animation --[(INV) has_tags]--> Antz --[has_tags]--> woody allen --[(INV) has_tags]--> Deconstructing Harry
Neg LogProb(↓):   1.467595
Path Entropy(↓):  2.342634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the screenwriter with palestine is still the issue
Start Entity:     Palestine Is Still the Issue
Gold Answer:      [['Stealing a Nation', 'The New Rulers of the World', 'The War on Democracy']]
Predicted Ans:    Documentary
Predicted Path:   Palestine Is Still the Issue --[written_by]--> John Pilger --[(INV) written_by]--> The War on Democracy --[has_genre]--> Documentary
Path (Raw):       Palestine Is Still the Issue --[written_by]--> John Pilger --[(INV) written_by]--> The War on Democracy --[has_genre]--> Documentary
Neg LogProb(↓):   0.775215
Path Entropy(↓):  1.254280
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What sort of movie is the legend of hell house
Start Entity:     The Legend of Hell House
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Legend of Hell House --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       The Legend of Hell House --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.485071
Path Entropy(↓):  3.767734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by robert altman
Start Entity:     Robert Altman
Gold Answer:      [['Music', 'Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Robert Altman --[(INV) directed_by]--> Beyond Therapy --[has_genre]--> Comedy
Path (Raw):       Robert Altman --[No Operation]--> Robert Altman --[(INV) directed_by]--> Beyond Therapy --[has_genre]--> Comedy
Neg LogProb(↓):   0.649334
Path Entropy(↓):  1.260798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was careless love released
Start Entity:     Careless Love
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Careless Love --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Careless Love --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.007483
Path Entropy(↓):  4.294591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with milo ventimiglia
Start Entity:     Milo Ventimiglia
Gold Answer:      [['Michael Biehn', 'Lauren German']]
Predicted Ans:    Michael Biehn
Predicted Path:   Milo Ventimiglia --[(INV) starred_actors]--> The Divide --[starred_actors]--> Michael Biehn
Path (Raw):       Milo Ventimiglia --[No Operation]--> Milo Ventimiglia --[(INV) starred_actors]--> The Divide --[starred_actors]--> Michael Biehn
Neg LogProb(↓):   0.041195
Path Entropy(↓):  0.180740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in kopps
Start Entity:     Kopps
Gold Answer:      [['Swedish', 'Arabic']]
Predicted Ans:    Swedish
Predicted Path:   Kopps --[starred_actors]--> Fares Fares --[(INV) starred_actors]--> Kopps --[in_language]--> Swedish
Path (Raw):       Kopps --[starred_actors]--> Fares Fares --[(INV) starred_actors]--> Kopps --[in_language]--> Swedish
Neg LogProb(↓):   0.476095
Path Entropy(↓):  0.888147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of b. f.'s daughter also starred in which films
Start Entity:     B.F.'s Daughter
Gold Answer:      [['Remember the Night', 'Night Nurse', 'Madame Bovary', 'Annie Oakley', 'So Big!', 'The Violent Men', 'Johnny Eager', 'No Man of Her Own', 'Baby Face', 'The Mad Miss Manton', 'The Man with a Cloak', 'Battle Cry', 'Crime of Passion', 'Forty Guns', 'Golden Boy', 'The Night Walker', 'The File on Thelma Jordon', 'Sorry, Wrong Number', 'East Side, West Side', 'They Came to Cordura', 'Christmas in Connecticut', 'Count Three and Pray', 'The Prowler', 'Shane', 'Lady of Burlesque', 'California', 'Union Pacific', 'Ladies of Leisure', 'Forbidden', 'Ball of Fire', 'A Message to Garcia', 'The Furies', 'Meet John Doe', "Internes Can't Take Money", 'The Strange Love of Martha Ivers', 'Black Widow', 'All I Desire', 'Red Salute', "There's Always Tomorrow", 'Act of Violence', 'Stella Dallas', 'Jeopardy', 'The Bitter Tea of General Yen', 'The Two Mrs. Carrolls', 'Ladies They Talk About', 'Clash by Night', 'The Raid', 'Executive Suite', 'Presenting Lily Mars', 'Patterns', 'Cry Wolf', 'Tennessee Johnson', 'Double Indemnity', 'Cattle Queen of Montana', 'You Belong to Me', 'The Miracle Woman', 'Possessed', 'Witness to Murder', "Gunman's Walk", 'The Lady Eve']]
Predicted Ans:    Remember the Night
Predicted Path:   B.F.'s Daughter --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Remember the Night
Path (Raw):       B.F.'s Daughter --[starred_actors]--> Barbara Stanwyck --[No Operation]--> Barbara Stanwyck --[(INV) starred_actors]--> Remember the Night
Neg LogProb(↓):   1.551730
Path Entropy(↓):  2.278055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of fados
Start Entity:     Fados
Gold Answer:      [['Francesco Rosi', 'Carlos Saura', 'Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Fados --[written_by]--> Carlos Saura --[(INV) written_by]--> Carmen --[directed_by]--> Ernst Lubitsch
Path (Raw):       Fados --[written_by]--> Carlos Saura --[(INV) written_by]--> Carmen --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.065451
Path Entropy(↓):  0.255411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie last of the red hot lovers were in which languages
Start Entity:     Last of the Red Hot Lovers
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Last of the Red Hot Lovers --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Path (Raw):       Last of the Red Hot Lovers --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Neg LogProb(↓):   0.279317
Path Entropy(↓):  0.681962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does tim mcinnerny appear in
Start Entity:     Tim McInnerny
Gold Answer:      [["The Emperor's New Clothes"]]
Predicted Ans:    Dreamchild
Predicted Path:   Tim McInnerny --[(INV) starred_actors]--> The Emperor's New Clothes --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild
Path (Raw):       Tim McInnerny --[(INV) starred_actors]--> The Emperor's New Clothes --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild
Neg LogProb(↓):   0.002097
Path Entropy(↓):  0.016420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the the rain people director release
Start Entity:     The Rain People
Gold Answer:      [['1979', '1974', '1984', '2007', '1968', '1963', '2009', '1956', '1983', '1972', '1989', '1996', '2011', '2000', '1997', '1966', '2005', '1987', '1986']]
Predicted Ans:    1989
Predicted Path:   The Rain People --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[release_year]--> 1989
Path (Raw):       The Rain People --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[release_year]--> 1989
Neg LogProb(↓):   1.458129
Path Entropy(↓):  2.401672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in before the revolution
Start Entity:     Before the Revolution
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Before the Revolution --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Before the Revolution --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   2.278697
Path Entropy(↓):  3.314382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film falling in love
Start Entity:     Falling in Love
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Falling in Love --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Falling in Love --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   2.379978
Path Entropy(↓):  3.396189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of a year ago in winter
Start Entity:     A Year Ago in Winter
Gold Answer:      [['2001', '1996']]
Predicted Ans:    2001
Predicted Path:   A Year Ago in Winter --[directed_by]--> Caroline Link --[(INV) directed_by]--> Nowhere in Africa --[release_year]--> 2001
Path (Raw):       A Year Ago in Winter --[directed_by]--> Caroline Link --[(INV) directed_by]--> Nowhere in Africa --[release_year]--> 2001
Neg LogProb(↓):   0.488774
Path Entropy(↓):  0.880984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in commune
Start Entity:     Commune
Gold Answer:      [['James Fox', 'Melissa Mathison', 'Roman Polanski', 'Pascal Bruckner', 'Joe Eszterhas', 'Robert Sarkies', 'Leonard Yakir']]
Predicted Ans:    Roman Polanski
Predicted Path:   Commune --[starred_actors]--> Peter Coyote --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Path (Raw):       Commune --[starred_actors]--> Peter Coyote --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.077797
Path Entropy(↓):  0.331827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by gaspar noe released
Start Entity:     Gaspar Noé
Gold Answer:      [['2012', '2009', '1991']]
Predicted Ans:    1991
Predicted Path:   Gaspar Noé --[(INV) written_by]--> Carne --[release_year]--> 1991
Path (Raw):       Gaspar Noé --[No Operation]--> Gaspar Noé --[(INV) written_by]--> Carne --[release_year]--> 1991
Neg LogProb(↓):   0.150363
Path Entropy(↓):  0.412844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film assassins were in which genres
Start Entity:     Assassins
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Assassins --[written_by]--> Brian Helgeland --[(INV) written_by]--> A Knight's Tale --[has_genre]--> Adventure
Path (Raw):       Assassins --[written_by]--> Brian Helgeland --[(INV) written_by]--> A Knight's Tale --[has_genre]--> Adventure
Neg LogProb(↓):   0.066709
Path Entropy(↓):  0.317110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in robocop
Start Entity:     RoboCop
Gold Answer:      [['Romance', 'Biography', 'Short', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   RoboCop --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Path (Raw):       RoboCop --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Neg LogProb(↓):   0.729126
Path Entropy(↓):  1.677287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of lady in cement
Start Entity:     Lady in Cement
Gold Answer:      [['Robin and the 7 Hoods', 'The First Deadly Sin', "I'll Cry Tomorrow", 'High Society', 'A Hole in the Head', 'Can-Can', 'Pal Joey', 'Hannie Caulder', 'Fathom', 'Call Northside 777', 'Fantastic Voyage', 'Guadalcanal Diary', 'The Biggest Bundle of Them All', 'Myra Breckinridge', "The Devil at 4 O'Clock", 'Tony Rome', 'Higher and Higher', 'Assault on a Queen', 'A Walk in the Sun', 'The James Dean Story', 'The Tender Trap', 'Take Me Out to the Ball Game', 'New York Confidential', 'The Wild Party', 'Double Dynamite', 'Bengazi', 'Bandolero!', 'The Manchurian Candidate', 'The Brothers Rico', 'Guys and Dolls', '100 Rifles', "Ocean's 11", 'The Pride and the Passion', 'Anchors Aweigh', 'Bluebeard', 'Young at Heart', 'The Joker Is Wild', 'One Million Years B.C.', 'Animal', 'House of Strangers', 'Suddenly', 'Cannonball Run II', '4 for Texas', 'Dirty Dingus Magee', 'The Detective', 'Come Blow Your Horn', '13 Rue Madeleine', "Von Ryan's Express", 'Not as a Stranger', 'The Man with the Golden Arm', 'Some Came Running', 'On the Town', 'Fuzz', 'Whirlpool']]
Predicted Ans:    Bluebeard
Predicted Path:   Lady in Cement --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard
Path (Raw):       Lady in Cement --[starred_actors]--> Raquel Welch --[No Operation]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard
Neg LogProb(↓):   0.152626
Path Entropy(↓):  0.443407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by de dana dan actors
Start Entity:     De Dana Dan
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   De Dana Dan --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[has_genre]--> Comedy
Path (Raw):       De Dana Dan --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[has_genre]--> Comedy
Neg LogProb(↓):   0.704411
Path Entropy(↓):  1.588022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the far horizons fall under
Start Entity:     The Far Horizons
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Far Horizons --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       The Far Horizons --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.371978
Path Entropy(↓):  0.857305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about abba
Start Entity:     abba
Gold Answer:      [['Mamma Mia!']]
Predicted Ans:    Mamma Mia!
Predicted Path:   abba --[(INV) has_tags]--> Mamma Mia! --[has_tags]--> abba --[(INV) has_tags]--> Mamma Mia!
Path (Raw):       abba --[(INV) has_tags]--> Mamma Mia! --[has_tags]--> abba --[(INV) has_tags]--> Mamma Mia!
Neg LogProb(↓):   0.114920
Path Entropy(↓):  0.349281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in 48 hrs.
Start Entity:     48 Hrs.
Gold Answer:      [['Eddie Murphy', 'Nick Nolte']]
Predicted Ans:    Nick Nolte
Predicted Path:   48 Hrs. --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Good Thief --[starred_actors]--> Nick Nolte
Path (Raw):       48 Hrs. --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Good Thief --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.285934
Path Entropy(↓):  0.990673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the age of innocence
Start Entity:     The Age of Innocence
Gold Answer:      [['Music', 'Sport', 'Documentary', 'Biography', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   The Age of Innocence --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[has_genre]--> Documentary
Path (Raw):       The Age of Innocence --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[has_genre]--> Documentary
Neg LogProb(↓):   0.325480
Path Entropy(↓):  0.977256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was mark swift a writer on
Start Entity:     Mark Swift
Gold Answer:      [['Friday the 13th']]
Predicted Ans:    Friday the 13th
Predicted Path:   Mark Swift --[(INV) written_by]--> Friday the 13th --[written_by]--> Damian Shannon --[(INV) written_by]--> Friday the 13th
Path (Raw):       Mark Swift --[(INV) written_by]--> Friday the 13th --[written_by]--> Damian Shannon --[(INV) written_by]--> Friday the 13th
Neg LogProb(↓):   0.617949
Path Entropy(↓):  0.694292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of rear window
Start Entity:     Rear Window
Gold Answer:      [['Lee Philips', 'Ricki Lake', 'Susan Hayward', 'Lloyd Nolan', 'Catherine Deneuve', 'Cary Grant', 'Karlheinz Böhm', 'Margit Carstensen', 'Lana Turner', 'John Lund', 'Phyllis Thaxter', 'Jane Cowl', 'Anthony Perkins', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Barbara Stanwyck', 'Bette Davis', 'Brendan Fraser', 'James Garner', 'Angelina Jolie', 'Shirley Booth', 'Carole Lombard', 'Joan Crawford', 'Shirley MacLaine', 'Edward G. Robinson', 'Paul Ford', 'Mike Connors', 'Joey Heatherton', 'Grace Kelly', 'Audrey Hepburn', 'Clark Gable', 'Michael Wilding', 'Antonio Banderas']]
Predicted Ans:    James Garner
Predicted Path:   Rear Window --[written_by]--> John Michael Hayes --[(INV) written_by]--> The Children's Hour --[starred_actors]--> James Garner
Path (Raw):       Rear Window --[written_by]--> John Michael Hayes --[(INV) written_by]--> The Children's Hour --[starred_actors]--> James Garner
Neg LogProb(↓):   0.487888
Path Entropy(↓):  1.369547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by shane abbess
Start Entity:     Shane Abbess
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Shane Abbess --[(INV) written_by]--> Gabriel --[has_genre]--> Horror
Path (Raw):       Shane Abbess --[No Operation]--> Shane Abbess --[(INV) written_by]--> Gabriel --[has_genre]--> Horror
Neg LogProb(↓):   0.036926
Path Entropy(↓):  0.155848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor guy pearce acted together with who
Start Entity:     Guy Pearce
Gold Answer:      [['David Arquette', 'January Jones', 'Kevin Spacey', 'Sienna Guillory', 'Rod Taylor', 'Jason Clarke', 'Maggie Grace', 'Vincent Regan', 'Nicolas Cage', 'Don Cheadle', 'Amy Ryan', 'Joseph Gilgun', 'Mark Addy', 'Daniel Ivernel', 'Jim Caviezel', 'Robert Donat', 'Katie Holmes', 'Robert Carlyle', 'Lili Taylor', 'Alan Young', 'Hugo Weaving', 'Terence Stamp', 'Phyllida Law', 'Gwyneth Paltrow', 'Felicity Jones', 'Bailee Madison', 'Shia LaBeouf', 'Jean Marais', 'Rachel Griffiths', 'Yvette Mimieux', 'Russell Crowe', 'Richard Harris', 'Tom Hardy', 'Elissa Landi', 'Tawanda Manyimo', 'Helena Bonham Carter', 'Joe Pantoliano']]
Predicted Ans:    Guy Pearce
Predicted Path:   Guy Pearce --[(INV) starred_actors]--> A Slipping-Down Life --[starred_actors]--> Guy Pearce
Path (Raw):       Guy Pearce --[No Operation]--> Guy Pearce --[(INV) starred_actors]--> A Slipping-Down Life --[starred_actors]--> Guy Pearce
Neg LogProb(↓):   0.770521
Path Entropy(↓):  1.352121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genre of film is a soldier's daughter never cries
Start Entity:     A Soldier's Daughter Never Cries
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A Soldier's Daughter Never Cries --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       A Soldier's Daughter Never Cries --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.569810
Path Entropy(↓):  4.804844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of steve mitchell written movies
Start Entity:     Steve Mitchell
Gold Answer:      [['Jim Wynorski']]
Predicted Ans:    Jim Wynorski
Predicted Path:   Steve Mitchell --[(INV) written_by]--> Chopping Mall --[directed_by]--> Jim Wynorski
Path (Raw):       Steve Mitchell --[No Operation]--> Steve Mitchell --[(INV) written_by]--> Chopping Mall --[directed_by]--> Jim Wynorski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of robert parrish directed films
Start Entity:     Robert Parrish
Gold Answer:      [['1997', '1954', '1957', '1951', '1952']]
Predicted Ans:    1952
Predicted Path:   Robert Parrish --[(INV) directed_by]--> The Lusty Men --[release_year]--> 1952
Path (Raw):       Robert Parrish --[No Operation]--> Robert Parrish --[(INV) directed_by]--> The Lusty Men --[release_year]--> 1952
Neg LogProb(↓):   0.104811
Path Entropy(↓):  0.371374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of permanent vacation
Start Entity:     Permanent Vacation
Gold Answer:      [['Jim Jarmusch']]
Predicted Ans:    Jim Jarmusch
Predicted Path:   Permanent Vacation --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch
Path (Raw):       Permanent Vacation --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch
Neg LogProb(↓):   0.691499
Path Entropy(↓):  1.246879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by chi muoi lo
Start Entity:     Chi Muoi Lo
Gold Answer:      [['Mary Alice', 'Sanaa Lathan', 'Paul Winfield']]
Predicted Ans:    Sanaa Lathan
Predicted Path:   Chi Muoi Lo --[(INV) written_by]--> Catfish in Black Bean Sauce --[starred_actors]--> Sanaa Lathan
Path (Raw):       Chi Muoi Lo --[No Operation]--> Chi Muoi Lo --[(INV) written_by]--> Catfish in Black Bean Sauce --[starred_actors]--> Sanaa Lathan
Neg LogProb(↓):   0.557075
Path Entropy(↓):  0.695777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film reckless are directed by who
Start Entity:     Reckless
Gold Answer:      [['Christopher Guest', 'Edward Zwick', 'Ivan Reitman', 'Stuart Rosenberg', 'Roland Joffé', 'Bette Gordon', 'John Badham', 'Donald Petrie', 'Ron Howard', 'Robert Altman', 'Michael Apted', 'Melissa Painter', 'Simon Brand', 'Randal Kleiser', 'Daniel Taplitz', 'Tony Bill', 'Gillies MacKinnon', 'Bille August', 'Fernando Trueba', 'Christian Duguay', 'John Carpenter', 'Wesley Strick', 'Johnnie To', 'Fred Schepisi', 'Peter Skillman Odiorne', 'Nickolas Perry', 'Lewis Gilbert', 'Volker Schlöndorff']]
Predicted Ans:    John Badham
Predicted Path:   Reckless --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Stakeout --[directed_by]--> John Badham
Path (Raw):       Reckless --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Stakeout --[directed_by]--> John Badham
Neg LogProb(↓):   0.760647
Path Entropy(↓):  1.409458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by bill kerby
Start Entity:     Bill Kerby
Gold Answer:      [['Alan Bates', 'Leon', 'Tamala Jones', 'Jenifer Lewis', 'Carl Lumbly', 'Bette Midler', 'Harry Dean Stanton', 'Frederic Forrest']]
Predicted Ans:    Leon
Predicted Path:   Bill Kerby --[(INV) written_by]--> Little Richard --[starred_actors]--> Leon
Path (Raw):       Bill Kerby --[No Operation]--> Bill Kerby --[(INV) written_by]--> Little Richard --[starred_actors]--> Leon
Neg LogProb(↓):   0.004697
Path Entropy(↓):  0.032860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of kirk jones directed films
Start Entity:     Kirk Jones
Gold Answer:      [['2012', '1990', '2005', '2009']]
Predicted Ans:    1990
Predicted Path:   Kirk Jones --[(INV) directed_by]--> Everybody's Fine --[release_year]--> 1990
Path (Raw):       Kirk Jones --[No Operation]--> Kirk Jones --[(INV) directed_by]--> Everybody's Fine --[release_year]--> 1990
Neg LogProb(↓):   0.302443
Path Entropy(↓):  0.737062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of get crazy
Start Entity:     Get Crazy
Gold Answer:      [['Nicholas Niciphor', 'Harold Ramis', 'Allan Arkush']]
Predicted Ans:    Allan Arkush
Predicted Path:   Get Crazy --[directed_by]--> Allan Arkush --[(INV) directed_by]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Path (Raw):       Get Crazy --[directed_by]--> Allan Arkush --[(INV) directed_by]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Neg LogProb(↓):   0.100640
Path Entropy(↓):  0.363798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in ethan frome
Start Entity:     Ethan Frome
Gold Answer:      [['Tate Donovan', 'Liam Neeson']]
Predicted Ans:    Liam Neeson
Predicted Path:   Ethan Frome --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Michael Collins --[starred_actors]--> Liam Neeson
Path (Raw):       Ethan Frome --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Michael Collins --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.457045
Path Entropy(↓):  0.675656
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by kamen kalev release
Start Entity:     Kamen Kalev
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Kamen Kalev --[(INV) written_by]--> Eastern Plays --[release_year]--> 2009
Path (Raw):       Kamen Kalev --[No Operation]--> Kamen Kalev --[(INV) written_by]--> Eastern Plays --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of shadow dancer also directed which films
Start Entity:     Shadow Dancer
Gold Answer:      [['The King', 'Man on Wire', 'Wisconsin Death Trip']]
Predicted Ans:    Shadow Dancer
Predicted Path:   Shadow Dancer --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer
Path (Raw):       Shadow Dancer --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer --[No Operation]--> Shadow Dancer
Neg LogProb(↓):   0.030565
Path Entropy(↓):  0.156184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie the bride wore red
Start Entity:     The Bride Wore Red
Gold Answer:      [['1970', '1946', '1954', '1944', '2008', '1936', '1935', '1941', '1963', '1939', '1933', '1957', '1953', '1947', '2014', '1994', '1956', '1931', '1943', '1995', '1948', '1942', '1940', '1938', '1937', '1926', '1955', '1962', '1934', '2000', '1964', '1949', '1950', '1952', '1929', '1965', '1927', '1945', '1987', '1928', '1930']]
Predicted Ans:    1953
Predicted Path:   The Bride Wore Red --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[release_year]--> 1953
Path (Raw):       The Bride Wore Red --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[release_year]--> 1953
Neg LogProb(↓):   1.709503
Path Entropy(↓):  2.961801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of no one writes to the colonel
Start Entity:     No One Writes to the Colonel
Gold Answer:      [['Javier Bardem', 'Giovanna Mezzogiorno', 'Benjamin Bratt']]
Predicted Ans:    Benjamin Bratt
Predicted Path:   No One Writes to the Colonel --[written_by]--> Gabriel García Márquez --[(INV) written_by]--> Love in the Time of Cholera --[starred_actors]--> Benjamin Bratt
Path (Raw):       No One Writes to the Colonel --[written_by]--> Gabriel García Márquez --[(INV) written_by]--> Love in the Time of Cholera --[starred_actors]--> Benjamin Bratt
Neg LogProb(↓):   0.596103
Path Entropy(↓):  0.903881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did gale sondergaard star in
Start Entity:     Gale Sondergaard
Gold Answer:      [['The Mark of Zorro']]
Predicted Ans:    The Mark of Zorro
Predicted Path:   Gale Sondergaard --[(INV) starred_actors]--> The Mark of Zorro --[written_by]--> Johnston McCulley --[(INV) written_by]--> The Mark of Zorro
Path (Raw):       Gale Sondergaard --[(INV) starred_actors]--> The Mark of Zorro --[written_by]--> Johnston McCulley --[(INV) written_by]--> The Mark of Zorro
Neg LogProb(↓):   0.000221
Path Entropy(↓):  0.002189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of mercy also wrote which movies
Start Entity:     Mercy
Gold Answer:      [['The Rachel Papers', 'Gardens of the Night']]
Predicted Ans:    Gardens of the Night
Predicted Path:   Mercy --[written_by]--> Damian Harris --[(INV) written_by]--> Gardens of the Night
Path (Raw):       Mercy --[written_by]--> Damian Harris --[(INV) written_by]--> Gardens of the Night --[No Operation]--> Gardens of the Night
Neg LogProb(↓):   0.237319
Path Entropy(↓):  0.579931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by michel blanc were directed by who
Start Entity:     Michel Blanc
Gold Answer:      [['Larry Brand', 'Patrice Leconte', 'André Téchiné']]
Predicted Ans:    André Téchiné
Predicted Path:   Michel Blanc --[(INV) starred_actors]--> The Girl on the Train --[directed_by]--> André Téchiné
Path (Raw):       Michel Blanc --[No Operation]--> Michel Blanc --[(INV) starred_actors]--> The Girl on the Train --[directed_by]--> André Téchiné
Neg LogProb(↓):   0.412416
Path Entropy(↓):  0.758264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of phat beach
Start Entity:     Phat Beach
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Phat Beach --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Phat Beach --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   1.983827
Path Entropy(↓):  3.775679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the twelve chairs in
Start Entity:     The Twelve Chairs
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   The Twelve Chairs --[in_language]--> Russian --[(INV) in_language]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       The Twelve Chairs --[in_language]--> Russian --[(INV) in_language]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.955675
Path Entropy(↓):  1.357389
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by lyndon chubbuck starred who
Start Entity:     Lyndon Chubbuck
Gold Answer:      [['Pamela Anderson', 'Brian Krause']]
Predicted Ans:    Brian Krause
Predicted Path:   Lyndon Chubbuck --[(INV) directed_by]--> Naked Souls --[starred_actors]--> Brian Krause
Path (Raw):       Lyndon Chubbuck --[No Operation]--> Lyndon Chubbuck --[(INV) directed_by]--> Naked Souls --[starred_actors]--> Brian Krause
Neg LogProb(↓):   0.001446
Path Entropy(↓):  0.012126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote used cars
Start Entity:     Used Cars
Gold Answer:      [['Robert Zemeckis', 'Bob Gale']]
Predicted Ans:    Bob Gale
Predicted Path:   Used Cars --[written_by]--> Bob Gale --[(INV) written_by]--> Used Cars --[written_by]--> Bob Gale
Path (Raw):       Used Cars --[written_by]--> Bob Gale --[(INV) written_by]--> Used Cars --[written_by]--> Bob Gale
Neg LogProb(↓):   0.054415
Path Entropy(↓):  0.248083
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jane asher starred movies
Start Entity:     Jane Asher
Gold Answer:      [['Jerzy Skolimowski']]
Predicted Ans:    Jerzy Skolimowski
Predicted Path:   Jane Asher --[(INV) starred_actors]--> Deep End --[directed_by]--> Jerzy Skolimowski
Path (Raw):       Jane Asher --[No Operation]--> Jane Asher --[(INV) starred_actors]--> Deep End --[directed_by]--> Jerzy Skolimowski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film war, inc. was directed by who
Start Entity:     War, Inc.
Gold Answer:      [['Joshua Seftel']]
Predicted Ans:    Joshua Seftel
Predicted Path:   War, Inc. --[directed_by]--> Joshua Seftel --[(INV) directed_by]--> War, Inc. --[directed_by]--> Joshua Seftel
Path (Raw):       War, Inc. --[directed_by]--> Joshua Seftel --[(INV) directed_by]--> War, Inc. --[directed_by]--> Joshua Seftel
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the strange love of martha ivers were directed by who
Start Entity:     The Strange Love of Martha Ivers
Gold Answer:      [['Richard Quine', 'Jean Negulesco', 'George Cukor', 'Daniel Mann', 'Robert Rossen', 'Martin Campbell', 'Lewis Milestone', 'Steven Zaillian', 'Raoul Walsh', 'Henry Levin', 'Henry King', 'Charles Walters', 'Vincent Sherman', 'Michael Curtiz']]
Predicted Ans:    Henry King
Predicted Path:   The Strange Love of Martha Ivers --[written_by]--> John Patrick --[(INV) written_by]--> Love Is a Many-Splendored Thing --[directed_by]--> Henry King
Path (Raw):       The Strange Love of Martha Ivers --[written_by]--> John Patrick --[(INV) written_by]--> Love Is a Many-Splendored Thing --[directed_by]--> Henry King
Neg LogProb(↓):   0.520696
Path Entropy(↓):  1.463094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by joan cusack were released in which years
Start Entity:     Joan Cusack
Gold Answer:      [['1995', '2000', '1950', '1990', '1992', '2005', '1993', '2004', '2010', '1999', '2002', '1987']]
Predicted Ans:    1992
Predicted Path:   Joan Cusack --[(INV) starred_actors]--> Toys --[release_year]--> 1992
Path (Raw):       Joan Cusack --[No Operation]--> Joan Cusack --[(INV) starred_actors]--> Toys --[release_year]--> 1992
Neg LogProb(↓):   1.371916
Path Entropy(↓):  1.981531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with chris new
Start Entity:     Chris New
Gold Answer:      [['Jean Yanne', 'Mireille Darc', 'Tom Cullen']]
Predicted Ans:    Jean Yanne
Predicted Path:   Chris New --[(INV) starred_actors]--> Weekend --[starred_actors]--> Jean Yanne
Path (Raw):       Chris New --[No Operation]--> Chris New --[(INV) starred_actors]--> Weekend --[starred_actors]--> Jean Yanne
Neg LogProb(↓):   0.007432
Path Entropy(↓):  0.044068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film harry potter and the half - blood prince
Start Entity:     Harry Potter and the Half-Blood Prince
Gold Answer:      [['Richard Curtis', 'Michael Goldenberg']]
Predicted Ans:    Richard Curtis
Predicted Path:   Harry Potter and the Half-Blood Prince --[directed_by]--> David Yates --[(INV) directed_by]--> The Girl in the Café --[written_by]--> Richard Curtis
Path (Raw):       Harry Potter and the Half-Blood Prince --[directed_by]--> David Yates --[(INV) directed_by]--> The Girl in the Café --[written_by]--> Richard Curtis
Neg LogProb(↓):   0.095304
Path Entropy(↓):  0.399604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor reginald denny is a co - star of who
Start Entity:     Reginald Denny
Gold Answer:      [['Lillian Roth', 'Victor McLaglen', 'Kay Johnson', 'Wallace Ford', 'Boris Karloff']]
Predicted Ans:    Boris Karloff
Predicted Path:   Reginald Denny --[(INV) starred_actors]--> The Lost Patrol --[starred_actors]--> Boris Karloff
Path (Raw):       Reginald Denny --[No Operation]--> Reginald Denny --[(INV) starred_actors]--> The Lost Patrol --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   0.001335
Path Entropy(↓):  0.011195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with candyman were released in which years
Start Entity:     Candyman
Gold Answer:      [['1995', '1997', '2009', '2008', '1990', '2012', '2010', '1935', '1987', '1986']]
Predicted Ans:    1997
Predicted Path:   Candyman --[written_by]--> Bernard Rose --[(INV) written_by]--> Anna Karenina --[release_year]--> 1997
Path (Raw):       Candyman --[written_by]--> Bernard Rose --[(INV) written_by]--> Anna Karenina --[release_year]--> 1997
Neg LogProb(↓):   1.374431
Path Entropy(↓):  2.102052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by nathan zellner
Start Entity:     Nathan Zellner
Gold Answer:      [['David Zellner']]
Predicted Ans:    David Zellner
Predicted Path:   Nathan Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter --[directed_by]--> David Zellner
Path (Raw):       Nathan Zellner --[No Operation]--> Nathan Zellner --[(INV) written_by]--> Kumiko, the Treasure Hunter --[directed_by]--> David Zellner
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the immigrant
Start Entity:     The Immigrant
Gold Answer:      [['Philip Kaufman', 'Gregor Jordan', 'Joseph Ruben', 'James Mangold', 'Guillaume Canet', 'David O. Russell', 'Paul Thomas Anderson', 'Thomas Vinterberg', 'Paul Cox', 'James Gray', 'Hilary Brougher', 'Kathryn Bigelow', 'Van Fischer', 'Ben Affleck', 'Michael Cuesta', 'Rowdy Herrington', 'Ridley Scott', 'Gus Van Sant', 'Olivier Dahan', 'Casey Affleck', 'Shaun Monson', 'Spike Jonze', 'Jacques Audiard', 'Tony Gilroy', 'David Dobkin', 'M. Night Shyamalan', "Pat O'Connor", 'Jay Russell', 'Terry George', 'Rob Marshall']]
Predicted Ans:    Guillaume Canet
Predicted Path:   The Immigrant --[starred_actors]--> Marion Cotillard --[(INV) starred_actors]--> Little White Lies --[directed_by]--> Guillaume Canet
Path (Raw):       The Immigrant --[starred_actors]--> Marion Cotillard --[(INV) starred_actors]--> Little White Lies --[directed_by]--> Guillaume Canet
Neg LogProb(↓):   0.848643
Path Entropy(↓):  1.718667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of a short film about killing
Start Entity:     A Short Film About Killing
Gold Answer:      [['Tim Fehlbaum']]
Predicted Ans:    Tim Fehlbaum
Predicted Path:   A Short Film About Killing --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> Hell --[directed_by]--> Tim Fehlbaum
Path (Raw):       A Short Film About Killing --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> Hell --[directed_by]--> Tim Fehlbaum
Neg LogProb(↓):   0.199743
Path Entropy(↓):  0.584746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film populaire
Start Entity:     Populaire
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Populaire --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Populaire --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.243446
Path Entropy(↓):  3.137173
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by dany robin were in which languages
Start Entity:     Dany Robin
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    French
Predicted Path:   Dany Robin --[(INV) starred_actors]--> Topaz --[in_language]--> French
Path (Raw):       Dany Robin --[No Operation]--> Dany Robin --[(INV) starred_actors]--> Topaz --[in_language]--> French
Neg LogProb(↓):   0.024044
Path Entropy(↓):  0.112320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in black hawk down
Start Entity:     Black Hawk Down
Gold Answer:      [['Eric Bana', 'Josh Hartnett', 'Ewan McGregor', 'Tom Sizemore']]
Predicted Ans:    Josh Hartnett
Predicted Path:   Black Hawk Down --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Path (Raw):       Black Hawk Down --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Neg LogProb(↓):   0.024397
Path Entropy(↓):  0.124455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by tom conti
Start Entity:     Tom Conti
Gold Answer:      [['Robert Day', 'Robert Ellis Miller', 'Sam Raimi']]
Predicted Ans:    Sam Raimi
Predicted Path:   Tom Conti --[(INV) starred_actors]--> The Quick and the Dead --[directed_by]--> Sam Raimi
Path (Raw):       Tom Conti --[No Operation]--> Tom Conti --[(INV) starred_actors]--> The Quick and the Dead --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.517532
Path Entropy(↓):  0.693108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by john sayles were in which languages
Start Entity:     John Sayles
Gold Answer:      [['Filipino', 'Irish']]
Predicted Ans:    Filipino
Predicted Path:   John Sayles --[(INV) written_by]--> Amigo --[in_language]--> Filipino
Path (Raw):       John Sayles --[No Operation]--> John Sayles --[(INV) written_by]--> Amigo --[in_language]--> Filipino
Neg LogProb(↓):   0.001819
Path Entropy(↓):  0.016224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in posse
Start Entity:     Posse
Gold Answer:      [['Hebrew', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Posse --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[in_language]--> German
Path (Raw):       Posse --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[in_language]--> German
Neg LogProb(↓):   0.035945
Path Entropy(↓):  0.152768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of get on the bus
Start Entity:     Get on the Bus
Gold Answer:      [['Jennifer Esposito', 'Steve Harvey', 'Tommy Redmond Hicks', 'Tracy Camilla Johns', 'Denzel Washington', 'John Canada Terrell', 'Zelda Harris', 'Spike Lee', 'Richard Edson', 'Harvey Keitel', 'Roger Guenveur Smith', 'Kerry Washington', 'Monica Bellucci', 'Delroy Lindo', 'Adrien Brody', 'Omar Benson Miller', 'Ellen Barkin', 'Josh Brolin', 'John Leguizamo', 'Ossie Davis', 'Ruby Dee', 'Clive Owen', 'Annabella Sciorra', 'Giancarlo Esposito', 'Elizabeth Olsen', 'Sharlto Copley', 'Christopher Plummer', 'Ray Allen', 'Albert Hall', 'Mira Sorvino', 'Laz Alonso', 'Theresa Randle', 'Derek Luke', 'Mekhi Phifer', 'Edward Norton', 'Alfre Woodard', 'Angela Bassett', 'D.L. Hughley', 'Cedric the Entertainer', 'Bernie Mac', 'Anthony Mackie', 'John Turturro', 'Danny Aiello', 'Wesley Snipes', 'Jodie Foster', 'Michael Ealy']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Get on the Bus --[directed_by]--> Spike Lee --[(INV) directed_by]--> Jungle Fever --[starred_actors]--> Wesley Snipes
Path (Raw):       Get on the Bus --[directed_by]--> Spike Lee --[(INV) directed_by]--> Jungle Fever --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.843400
Path Entropy(↓):  1.614125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does stephen furst act in
Start Entity:     Stephen Furst
Gold Answer:      [['The Dream Team']]
Predicted Ans:    The Dream Team
Predicted Path:   Stephen Furst --[(INV) starred_actors]--> The Dream Team --[starred_actors]--> Stephen Furst --[(INV) starred_actors]--> The Dream Team
Path (Raw):       Stephen Furst --[(INV) starred_actors]--> The Dream Team --[starred_actors]--> Stephen Furst --[(INV) starred_actors]--> The Dream Team
Neg LogProb(↓):   0.015669
Path Entropy(↓):  0.093520
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of skyfall is also the director of which films
Start Entity:     Skyfall
Gold Answer:      [['Revolutionary Road', 'Jarhead', 'Away We Go', 'Road to Perdition', 'American Beauty']]
Predicted Ans:    Away We Go
Predicted Path:   Skyfall --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Away We Go
Path (Raw):       Skyfall --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Away We Go --[No Operation]--> Away We Go
Neg LogProb(↓):   0.098547
Path Entropy(↓):  0.428394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Jennifer westfeldt was the director of which films
Start Entity:     Jennifer Westfeldt
Gold Answer:      [['Friends with Kids']]
Predicted Ans:    Friends with Kids
Predicted Path:   Jennifer Westfeldt --[(INV) directed_by]--> Friends with Kids --[directed_by]--> Jennifer Westfeldt --[(INV) directed_by]--> Friends with Kids
Path (Raw):       Jennifer Westfeldt --[(INV) directed_by]--> Friends with Kids --[directed_by]--> Jennifer Westfeldt --[(INV) directed_by]--> Friends with Kids
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of brad dexter starred movies
Start Entity:     Brad Dexter
Gold Answer:      [['Phil Karlson']]
Predicted Ans:    Phil Karlson
Predicted Path:   Brad Dexter --[(INV) starred_actors]--> 99 River Street --[directed_by]--> Phil Karlson
Path (Raw):       Brad Dexter --[No Operation]--> Brad Dexter --[(INV) starred_actors]--> 99 River Street --[directed_by]--> Phil Karlson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film azumi was directed by who
Start Entity:     Azumi
Gold Answer:      [['Ryûhei Kitamura']]
Predicted Ans:    Ryûhei Kitamura
Predicted Path:   Azumi --[directed_by]--> Ryûhei Kitamura --[(INV) directed_by]--> Azumi --[directed_by]--> Ryûhei Kitamura
Path (Raw):       Azumi --[directed_by]--> Ryûhei Kitamura --[(INV) directed_by]--> Azumi --[directed_by]--> Ryûhei Kitamura
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of love and a. 45
Start Entity:     Love and a .45
Gold Answer:      [['The Whole Wide World', 'Beautiful Joe', 'Cold Mountain', 'The Bachelor', 'One True Thing', 'Nurse Betty', 'Jerry Maguire', 'Case 39', 'My One and Only', 'A Price Above Rubies', 'Chicago', 'House at the End of the Street', 'Shark Tale', 'New in Town', 'Down with Love', 'Miss Potter', 'Bee Movie', 'Cinderella Man', 'Miami Rhapsody', "Bridget Jones's Diary"]]
Predicted Ans:    My One and Only
Predicted Path:   Love and a .45 --[starred_actors]--> Renée Zellweger --[(INV) starred_actors]--> My One and Only
Path (Raw):       Love and a .45 --[starred_actors]--> Renée Zellweger --[No Operation]--> Renée Zellweger --[(INV) starred_actors]--> My One and Only
Neg LogProb(↓):   0.425493
Path Entropy(↓):  0.965941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ugo gregoretti were directed by who
Start Entity:     Ugo Gregoretti
Gold Answer:      [['Pier Paolo Pasolini', 'Roberto Rossellini']]
Predicted Ans:    Pier Paolo Pasolini
Predicted Path:   Ugo Gregoretti --[(INV) directed_by]--> Ro.Go.Pa.G. --[written_by]--> Pier Paolo Pasolini
Path (Raw):       Ugo Gregoretti --[No Operation]--> Ugo Gregoretti --[(INV) directed_by]--> Ro.Go.Pa.G. --[written_by]--> Pier Paolo Pasolini
Neg LogProb(↓):   0.253364
Path Entropy(↓):  0.735933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of fair game starred who
Start Entity:     Fair Game
Gold Answer:      [['Emily Blunt', 'Sarah Polley', 'Stephen Mailer', 'Desmond Askew', 'Chris Cooper', 'Vince Vaughn', 'Tom Cruise', 'Hayden Christensen', 'Franka Potente', 'Matt Damon', 'Jon Favreau', 'Diane Lane', 'Clive Owen', 'Ron Livingston', 'Katie Holmes', 'Rachel Bilson', 'Jamie Bell']]
Predicted Ans:    Clive Owen
Predicted Path:   Fair Game --[directed_by]--> Doug Liman --[(INV) directed_by]--> The Bourne Identity --[starred_actors]--> Clive Owen
Path (Raw):       Fair Game --[directed_by]--> Doug Liman --[(INV) directed_by]--> The Bourne Identity --[starred_actors]--> Clive Owen
Neg LogProb(↓):   0.695288
Path Entropy(↓):  1.392527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the black stallion director
Start Entity:     The Black Stallion
Gold Answer:      [['Drama', 'Family', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Black Stallion --[directed_by]--> Carroll Ballard --[(INV) directed_by]--> Fly Away Home --[has_genre]--> Drama
Path (Raw):       The Black Stallion --[directed_by]--> Carroll Ballard --[(INV) directed_by]--> Fly Away Home --[has_genre]--> Drama
Neg LogProb(↓):   0.515428
Path Entropy(↓):  0.909949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the cider house rules director
Start Entity:     The Cider House Rules
Gold Answer:      [['Romance', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Cider House Rules --[has_genre]--> Drama
Path (Raw):       The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Cider House Rules --[has_genre]--> Drama
Neg LogProb(↓):   0.829344
Path Entropy(↓):  1.412375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by maurice gee
Start Entity:     Maurice Gee
Gold Answer:      [['Emily Barclay', 'Matthew Macfadyen']]
Predicted Ans:    Matthew Macfadyen
Predicted Path:   Maurice Gee --[(INV) written_by]--> In My Father's Den --[starred_actors]--> Matthew Macfadyen
Path (Raw):       Maurice Gee --[No Operation]--> Maurice Gee --[(INV) written_by]--> In My Father's Den --[starred_actors]--> Matthew Macfadyen
Neg LogProb(↓):   0.000464
Path Entropy(↓):  0.004026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in jack's back
Start Entity:     Jack's Back
Gold Answer:      [['Cynthia Gibb', 'James Spader']]
Predicted Ans:    James Spader
Predicted Path:   Jack's Back --[starred_actors]--> James Spader --[(INV) starred_actors]--> Keys to Tulsa --[starred_actors]--> James Spader
Path (Raw):       Jack's Back --[starred_actors]--> James Spader --[(INV) starred_actors]--> Keys to Tulsa --[starred_actors]--> James Spader
Neg LogProb(↓):   0.578227
Path Entropy(↓):  1.053647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john c. mcginley starred movies
Start Entity:     John C. McGinley
Gold Answer:      [['2001', '1994']]
Predicted Ans:    2001
Predicted Path:   John C. McGinley --[(INV) starred_actors]--> The Animal --[release_year]--> 2001
Path (Raw):       John C. McGinley --[No Operation]--> John C. McGinley --[(INV) starred_actors]--> The Animal --[release_year]--> 2001
Neg LogProb(↓):   0.446815
Path Entropy(↓):  0.893554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the wolverine also wrote movies
Start Entity:     The Wolverine
Gold Answer:      [['Dawn of the Planet of the Apes', 'Unstoppable', 'Deception', 'A Walk Among the Tombstones', 'Total Recall', 'Dead Again', "Heaven's Prisoners", 'Malice', 'The Lookout']]
Predicted Ans:    A Walk Among the Tombstones
Predicted Path:   The Wolverine --[written_by]--> Scott Frank --[(INV) written_by]--> A Walk Among the Tombstones
Path (Raw):       The Wolverine --[written_by]--> Scott Frank --[(INV) written_by]--> A Walk Among the Tombstones --[No Operation]--> A Walk Among the Tombstones
Neg LogProb(↓):   0.186465
Path Entropy(↓):  0.532066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of g
Start Entity:     G
Gold Answer:      [['Christopher Scott Cherot']]
Predicted Ans:    Richard T. Jones
Predicted Path:   G --[written_by]--> Christopher Scott Cherot --[(INV) written_by]--> G --[starred_actors]--> Richard T. Jones
Path (Raw):       G --[written_by]--> Christopher Scott Cherot --[(INV) written_by]--> G --[starred_actors]--> Richard T. Jones
Neg LogProb(↓):   0.005221
Path Entropy(↓):  0.032576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by tom selleck were directed by who
Start Entity:     Tom Selleck
Gold Answer:      [['Brian G. Hutton', 'Fred Schepisi', 'Peter Yates', 'Dick Lowry', 'Ted Kotcheff', 'Michael Crichton', 'Cordell Barker', 'Simon Wincer', 'Bruce Beresford', 'Timo Tjahjanto', 'Andrew V. McLaglen']]
Predicted Ans:    Simon Wincer
Predicted Path:   Tom Selleck --[(INV) starred_actors]--> Crossfire Trail --[directed_by]--> Simon Wincer
Path (Raw):       Tom Selleck --[No Operation]--> Tom Selleck --[(INV) starred_actors]--> Crossfire Trail --[directed_by]--> Simon Wincer
Neg LogProb(↓):   0.941402
Path Entropy(↓):  1.397682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by neil hunter
Start Entity:     Neil Hunter
Gold Answer:      [['Tom Hunsinger']]
Predicted Ans:    Neil Hunter
Predicted Path:   Neil Hunter --[(INV) directed_by]--> Lawless Heart --[written_by]--> Neil Hunter
Path (Raw):       Neil Hunter --[No Operation]--> Neil Hunter --[(INV) directed_by]--> Lawless Heart --[written_by]--> Neil Hunter
Neg LogProb(↓):   0.025274
Path Entropy(↓):  0.134661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in the deal
Start Entity:     The Deal
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Deal --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Path (Raw):       The Deal --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.207943
Path Entropy(↓):  0.611775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the world of suzie wong
Start Entity:     The World of Suzie Wong
Gold Answer:      [['Richard Quine']]
Predicted Ans:    Richard Quine
Predicted Path:   The World of Suzie Wong --[directed_by]--> Richard Quine --[(INV) directed_by]--> It Happened to Jane --[directed_by]--> Richard Quine
Path (Raw):       The World of Suzie Wong --[directed_by]--> Richard Quine --[(INV) directed_by]--> It Happened to Jane --[directed_by]--> Richard Quine
Neg LogProb(↓):   0.552467
Path Entropy(↓):  1.020260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by j. searle dawley release
Start Entity:     J. Searle Dawley
Gold Answer:      [['1910', '1931']]
Predicted Ans:    1931
Predicted Path:   J. Searle Dawley --[(INV) directed_by]--> Frankenstein --[release_year]--> 1931
Path (Raw):       J. Searle Dawley --[No Operation]--> J. Searle Dawley --[(INV) directed_by]--> Frankenstein --[release_year]--> 1931
Neg LogProb(↓):   0.145224
Path Entropy(↓):  0.396122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the true crime director
Start Entity:     True Crime
Gold Answer:      [['French', 'English', 'Japanese', 'Hmong']]
Predicted Ans:    French
Predicted Path:   True Crime --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[in_language]--> French
Path (Raw):       True Crime --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[in_language]--> French
Neg LogProb(↓):   0.000110
Path Entropy(↓):  0.001270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with heaven's burning
Start Entity:     Heaven's Burning
Gold Answer:      [['Map of the Human Heart', 'Cosi']]
Predicted Ans:    Map of the Human Heart
Predicted Path:   Heaven's Burning --[written_by]--> Louis Nowra --[(INV) written_by]--> Map of the Human Heart
Path (Raw):       Heaven's Burning --[written_by]--> Louis Nowra --[(INV) written_by]--> Map of the Human Heart --[No Operation]--> Map of the Human Heart
Neg LogProb(↓):   0.001974
Path Entropy(↓):  0.015344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed hitchcock
Start Entity:     Hitchcock
Gold Answer:      [['Sacha Gervasi']]
Predicted Ans:    Sacha Gervasi
Predicted Path:   Hitchcock --[directed_by]--> Sacha Gervasi --[(INV) directed_by]--> Hitchcock --[directed_by]--> Sacha Gervasi
Path (Raw):       Hitchcock --[directed_by]--> Sacha Gervasi --[(INV) directed_by]--> Hitchcock --[directed_by]--> Sacha Gervasi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of women on the verge of a nervous breakdown
Start Entity:     Women on the Verge of a Nervous Breakdown
Gold Answer:      [['Law of Desire', 'Dark Habits', 'Kika', 'The Flower of My Secret', 'What Have I Done to Deserve This?', 'Labyrinth of Passion', 'Matador', 'Volver', 'Broken Embraces', 'The Skin I Live In', 'High Heels', 'Tie Me Up! Tie Me Down!', 'Bad Education', 'Live Flesh', 'All About My Mother', 'Talk to Her']]
Predicted Ans:    The Skin I Live In
Predicted Path:   Women on the Verge of a Nervous Breakdown --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> The Skin I Live In
Path (Raw):       Women on the Verge of a Nervous Breakdown --[No Operation]--> Women on the Verge of a Nervous Breakdown --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> The Skin I Live In
Neg LogProb(↓):   0.510072
Path Entropy(↓):  0.904797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the man from london director
Start Entity:     The Man from London
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   The Man from London --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[in_language]--> Hungarian
Path (Raw):       The Man from London --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[in_language]--> Hungarian
Neg LogProb(↓):   0.013500
Path Entropy(↓):  0.071411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by oren rudavsky
Start Entity:     Oren Rudavsky
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Oren Rudavsky --[(INV) written_by]--> The Treatment --[release_year]--> 2006
Path (Raw):       Oren Rudavsky --[No Operation]--> Oren Rudavsky --[(INV) written_by]--> The Treatment --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sophie's choice were released in which years
Start Entity:     Sophie's Choice
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1935', '1979', '1984', '2007', '1968', '1963', '1998', '2009', '2010', '1982', '2014', '1994', '1983', '1995', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1988
Predicted Path:   Sophie's Choice --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Path (Raw):       Sophie's Choice --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Neg LogProb(↓):   1.418713
Path Entropy(↓):  1.877985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the dark house director
Start Entity:     The Dark House
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   The Dark House --[directed_by]--> Wojciech Smarzowski --[(INV) directed_by]--> Traffic Department --[has_genre]--> Crime
Path (Raw):       The Dark House --[directed_by]--> Wojciech Smarzowski --[(INV) directed_by]--> Traffic Department --[has_genre]--> Crime
Neg LogProb(↓):   0.174846
Path Entropy(↓):  0.440357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Salim akil was the director on which movies
Start Entity:     Salim Akil
Gold Answer:      [['Jumping the Broom', 'Sparkle']]
Predicted Ans:    Jumping the Broom
Predicted Path:   Salim Akil --[(INV) directed_by]--> Jumping the Broom --[directed_by]--> Salim Akil --[(INV) directed_by]--> Jumping the Broom
Path (Raw):       Salim Akil --[(INV) directed_by]--> Jumping the Broom --[directed_by]--> Salim Akil --[(INV) directed_by]--> Jumping the Broom
Neg LogProb(↓):   0.136103
Path Entropy(↓):  0.474732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by urs jucker
Start Entity:     Urs Jucker
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Urs Jucker --[(INV) starred_actors]--> Vitus --[has_genre]--> Drama
Path (Raw):       Urs Jucker --[No Operation]--> Urs Jucker --[(INV) starred_actors]--> Vitus --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the deadly trackers fall under
Start Entity:     The Deadly Trackers
Gold Answer:      [['Romance', 'Sport', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Deadly Trackers --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       The Deadly Trackers --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   0.302141
Path Entropy(↓):  0.963504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of 25 watts
Start Entity:     25 Watts
Gold Answer:      [['Whisky']]
Predicted Ans:    Whisky
Predicted Path:   25 Watts --[directed_by]--> Juan Pablo Rebella --[(INV) directed_by]--> Whisky
Path (Raw):       25 Watts --[No Operation]--> 25 Watts --[directed_by]--> Juan Pablo Rebella --[(INV) directed_by]--> Whisky
Neg LogProb(↓):   0.136170
Path Entropy(↓):  0.393873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with thunder bay fall under
Start Entity:     Thunder Bay
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Thunder Bay --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_genre]--> Western
Path (Raw):       Thunder Bay --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Furies --[has_genre]--> Western
Neg LogProb(↓):   0.663319
Path Entropy(↓):  1.267062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of support your local gunfighter
Start Entity:     Support Your Local Gunfighter
Gold Answer:      [['Hedy Lamarr', 'Claudette Colbert', 'John Agar', 'Adele Mara', 'Gail Russell', 'John Wayne', 'Clark Gable', 'Harry Carey', 'Spencer Tracy', 'Bruce Cabot', 'Forrest Tucker']]
Predicted Ans:    James Garner
Predicted Path:   Support Your Local Gunfighter --[written_by]--> James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[starred_actors]--> James Garner
Path (Raw):       Support Your Local Gunfighter --[written_by]--> James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[starred_actors]--> James Garner
Neg LogProb(↓):   0.523202
Path Entropy(↓):  0.851412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by strayed actors
Start Entity:     Strayed
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Strayed --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> Nathalie... --[in_language]--> French
Path (Raw):       Strayed --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> Nathalie... --[in_language]--> French
Neg LogProb(↓):   0.534473
Path Entropy(↓):  0.860521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with rio grande in
Start Entity:     Rio Grande
Gold Answer:      [['Welsh', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Rio Grande --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Rio Grande --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.028549
Path Entropy(↓):  0.134700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie all through the night were released in which years
Start Entity:     All Through the Night
Gold Answer:      [['1949', '1948', '1939', '1944', '1950', '1959', '1942', '1991', '1947', '1961', '1943']]
Predicted Ans:    1942
Predicted Path:   All Through the Night --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[release_year]--> 1942
Path (Raw):       All Through the Night --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Across the Pacific --[release_year]--> 1942
Neg LogProb(↓):   0.901185
Path Entropy(↓):  1.486913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Arturo ripstein was the director of which movies
Start Entity:     Arturo Ripstein
Gold Answer:      [['Deep Crimson', 'Such Is Life', 'No One Writes to the Colonel']]
Predicted Ans:    Deep Crimson
Predicted Path:   Arturo Ripstein --[(INV) directed_by]--> Deep Crimson --[directed_by]--> Arturo Ripstein --[(INV) directed_by]--> Deep Crimson
Path (Raw):       Arturo Ripstein --[(INV) directed_by]--> Deep Crimson --[directed_by]--> Arturo Ripstein --[(INV) directed_by]--> Deep Crimson
Neg LogProb(↓):   0.995116
Path Entropy(↓):  1.581425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of tristana
Start Entity:     Tristana
Gold Answer:      [['1954', '1936', '1967', '2015', '1974', '1977', '1933', '1951', '1956', '1972', '1961', '1955', '1964', '1997', '1950', '1960', '1929', '1965', '1969', '1930']]
Predicted Ans:    1969
Predicted Path:   Tristana --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Milky Way --[release_year]--> 1969
Path (Raw):       Tristana --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Milky Way --[release_year]--> 1969
Neg LogProb(↓):   1.168165
Path Entropy(↓):  2.128895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in foodfight!
Start Entity:     Foodfight!
Gold Answer:      [['George Armitage', 'Stephen Herek', 'Emilio Estevez', 'Clint Eastwood', 'David S. Ward', 'John Milius', 'Harald Zwart', 'Roman Coppola', 'David Seltzer', 'Oliver Stone', 'Jeff Lowell', 'Martin Sheen', 'Jonathan Glatzer', 'Mark Rosman', 'Deran Sarafian', 'Clark Johnson', 'Paul Sabella', 'Larry Leker', 'Michael Winner', 'Christopher Cain', 'Preston A. Whitmore II', 'Dan Bradley', 'Jim Abrahams', 'Peter Werner', 'Brett Ratner', 'George P. Cosmatos', 'Richard Lester', 'John Lee Hancock', 'Arthur Penn', 'Craig R. Baxley', 'David Twohy']]
Predicted Ans:    Deran Sarafian
Predicted Path:   Foodfight! --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       Foodfight! --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   0.188391
Path Entropy(↓):  0.650885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the big flame were in which genres
Start Entity:     The Big Flame
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Big Flame --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Path (Raw):       The Big Flame --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Neg LogProb(↓):   0.302656
Path Entropy(↓):  0.898069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by jj feild released
Start Entity:     JJ Feild
Gold Answer:      [['2013', '2010']]
Predicted Ans:    2010
Predicted Path:   JJ Feild --[(INV) starred_actors]--> Third Star --[release_year]--> 2010
Path (Raw):       JJ Feild --[No Operation]--> JJ Feild --[(INV) starred_actors]--> Third Star --[release_year]--> 2010
Neg LogProb(↓):   0.312385
Path Entropy(↓):  0.581561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by ted levine were released in which years
Start Entity:     Ted Levine
Gold Answer:      [['1995', '2013', '1997', '1993']]
Predicted Ans:    2013
Predicted Path:   Ted Levine --[(INV) starred_actors]--> A Single Shot --[release_year]--> 2013
Path (Raw):       Ted Levine --[No Operation]--> Ted Levine --[(INV) starred_actors]--> A Single Shot --[release_year]--> 2013
Neg LogProb(↓):   0.581198
Path Entropy(↓):  0.754108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by jack higgins in
Start Entity:     Jack Higgins
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[in_language]--> German
Path (Raw):       Jack Higgins --[No Operation]--> Jack Higgins --[(INV) written_by]--> The Eagle Has Landed --[in_language]--> German
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jackie joseph
Start Entity:     Jackie Joseph
Gold Answer:      [['Charles B. Griffith']]
Predicted Ans:    Charles B. Griffith
Predicted Path:   Jackie Joseph --[(INV) starred_actors]--> The Little Shop of Horrors --[written_by]--> Charles B. Griffith
Path (Raw):       Jackie Joseph --[No Operation]--> Jackie Joseph --[(INV) starred_actors]--> The Little Shop of Horrors --[written_by]--> Charles B. Griffith
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed murders in the zoo
Start Entity:     Murders in the Zoo
Gold Answer:      [['A. Edward Sutherland']]
Predicted Ans:    A. Edward Sutherland
Predicted Path:   Murders in the Zoo --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> Murders in the Zoo --[directed_by]--> A. Edward Sutherland
Path (Raw):       Murders in the Zoo --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> Murders in the Zoo --[directed_by]--> A. Edward Sutherland
Neg LogProb(↓):   0.659971
Path Entropy(↓):  0.962097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did fabiola quiroz act in
Start Entity:     Fabiola Quiroz
Gold Answer:      [['Who the Hell Is Juliette?']]
Predicted Ans:    Who the Hell Is Juliette?
Predicted Path:   Fabiola Quiroz --[(INV) starred_actors]--> Who the Hell Is Juliette? --[starred_actors]--> Fabiola Quiroz --[(INV) starred_actors]--> Who the Hell Is Juliette?
Path (Raw):       Fabiola Quiroz --[(INV) starred_actors]--> Who the Hell Is Juliette? --[starred_actors]--> Fabiola Quiroz --[(INV) starred_actors]--> Who the Hell Is Juliette?
Neg LogProb(↓):   0.047348
Path Entropy(↓):  0.187307
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by adam blaiklock were in which genres
Start Entity:     Adam Blaiklock
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Adam Blaiklock --[(INV) directed_by]--> Caught Inside --[has_genre]--> Thriller
Path (Raw):       Adam Blaiklock --[No Operation]--> Adam Blaiklock --[(INV) directed_by]--> Caught Inside --[has_genre]--> Thriller
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by robby henson were in which languages
Start Entity:     Robby Henson
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Robby Henson --[(INV) directed_by]--> House --[in_language]--> Japanese
Path (Raw):       Robby Henson --[No Operation]--> Robby Henson --[(INV) directed_by]--> House --[in_language]--> Japanese
Neg LogProb(↓):   0.099666
Path Entropy(↓):  0.313668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film a long way down
Start Entity:     A Long Way Down
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Long Way Down --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       A Long Way Down --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.331059
Path Entropy(↓):  4.550620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the four feathers actors
Start Entity:     The Four Feathers
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   The Four Feathers --[starred_actors]--> Jane Seymour --[(INV) starred_actors]--> The Scarlet Pimpernel --[has_genre]--> Adventure
Path (Raw):       The Four Feathers --[starred_actors]--> Jane Seymour --[(INV) starred_actors]--> The Scarlet Pimpernel --[has_genre]--> Adventure
Neg LogProb(↓):   0.701937
Path Entropy(↓):  1.607512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by brett piper
Start Entity:     Brett Piper
Gold Answer:      [['Christina Veronica', 'Nick Baldasare', 'Donna Frotscher']]
Predicted Ans:    Nick Baldasare
Predicted Path:   Brett Piper --[(INV) directed_by]--> They Bite --[starred_actors]--> Nick Baldasare
Path (Raw):       Brett Piper --[No Operation]--> Brett Piper --[(INV) directed_by]--> They Bite --[starred_actors]--> Nick Baldasare
Neg LogProb(↓):   0.000339
Path Entropy(↓):  0.003271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of the monk
Start Entity:     The Monk
Gold Answer:      [['Dominik Moll']]
Predicted Ans:    Dominik Moll
Predicted Path:   The Monk --[directed_by]--> Dominik Moll --[(INV) directed_by]--> The Monk --[directed_by]--> Dominik Moll
Path (Raw):       The Monk --[directed_by]--> Dominik Moll --[(INV) directed_by]--> The Monk --[directed_by]--> Dominik Moll
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by christmas holiday screenwriters
Start Entity:     Christmas Holiday
Gold Answer:      [['Drama', 'Thriller', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Christmas Holiday --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> Rain --[has_genre]--> Drama
Path (Raw):       Christmas Holiday --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> Rain --[has_genre]--> Drama
Neg LogProb(↓):   0.813032
Path Entropy(↓):  1.102931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film time out were in which languages
Start Entity:     Time Out
Gold Answer:      [['French', 'Spanish', 'Estonian']]
Predicted Ans:    Estonian
Predicted Path:   Time Out --[directed_by]--> Laurent Cantet --[(INV) directed_by]--> The Class --[in_language]--> Estonian
Path (Raw):       Time Out --[directed_by]--> Laurent Cantet --[(INV) directed_by]--> The Class --[in_language]--> Estonian
Neg LogProb(↓):   0.738142
Path Entropy(↓):  1.150917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in mayerling
Start Entity:     Mayerling
Gold Answer:      [['Catherine Deneuve', 'Omar Sharif', 'James Mason', 'Ava Gardner']]
Predicted Ans:    Danielle Darrieux
Predicted Path:   Mayerling --[starred_actors]--> Danielle Darrieux --[(INV) starred_actors]--> 5 Fingers --[starred_actors]--> Danielle Darrieux
Path (Raw):       Mayerling --[starred_actors]--> Danielle Darrieux --[(INV) starred_actors]--> 5 Fingers --[starred_actors]--> Danielle Darrieux
Neg LogProb(↓):   0.022841
Path Entropy(↓):  0.131158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of sylvie testud acted films
Start Entity:     Sylvie Testud
Gold Answer:      [['Johnnie To', 'Jacob Berger']]
Predicted Ans:    Jacob Berger
Predicted Path:   Sylvie Testud --[(INV) starred_actors]--> A Loving Father --[directed_by]--> Jacob Berger
Path (Raw):       Sylvie Testud --[No Operation]--> Sylvie Testud --[(INV) starred_actors]--> A Loving Father --[directed_by]--> Jacob Berger
Neg LogProb(↓):   0.000138
Path Entropy(↓):  0.001365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by julius j. epstein
Start Entity:     Julius J. Epstein
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Julius J. Epstein --[(INV) written_by]--> Fanny --[in_language]--> French
Path (Raw):       Julius J. Epstein --[No Operation]--> Julius J. Epstein --[(INV) written_by]--> Fanny --[in_language]--> French
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of brannigan
Start Entity:     Brannigan
Gold Answer:      [['The Lucky Texan', 'Chisum', 'The Great Escape', 'Dark Command', 'The Hurricane Express', 'The Shootist', 'Sagebrush Trail', 'Allegheny Uprising', 'Hamlet', 'El Dorado', 'Rio Grande', 'Wake of the Red Witch', 'Dakota', 'The Long Voyage Home', '10 Rillington Place', 'Idol of the Crowds', 'Reap the Wild Wind', 'The Quiet Man', "In Harm's Way", 'Jet Pilot', 'Hondo', 'Hatari!', 'Tall in the Saddle', 'A Lady Takes a Chance', 'The Sand Pebbles', 'The Man from Utah', 'The Horse Soldiers', 'Texas Terror', 'Rio Lobo', 'Lawless Range', 'The Comancheros', 'Rainbow Valley', 'Miracle on 34th Street', 'The Fighting Seabees', 'Stagecoach', 'Born to the West', 'Big Jake', 'The Sea Chase', 'Blue Steel', 'Doctor Dolittle', 'The High and the Mighty', 'North to Alaska', 'The Alamo', 'Flame of Barbary Coast', 'Pittsburgh', 'Reunion in France', 'Westward Ho', 'Cahill U.S. Marshal', "I'm All Right Jack", 'The Dawn Rider', 'Operation Pacific', 'The Big Trail', 'The Man from Monterey', 'The Green Berets', 'The Undefeated', 'Rio Bravo', 'Guns at Batasi', 'The Wings of Eagles', 'Red River', 'Winds of the Wasteland', 'The Star Packer', 'The War Wagon', 'Paradise Canyon', 'The Lawless Frontier', 'Hellfighters', 'Angel and the Badman', 'Seven Sinners', 'The Cowboys', 'The Shadow of the Eagle', 'True Grit', 'The Trail Beyond', 'The Spoilers', 'They Were Expendable', 'She Wore a Yellow Ribbon', "'Neath the Arizona Skies", 'His Private Secretary', 'The Searchers', 'The Sons of Katie Elder', 'In Old California', 'The League of Gentlemen', 'The Conqueror', 'Legend of the Lost', 'Big Jim McLain', 'Flying Leathernecks', 'Blood Alley', 'Tycoon', 'The Train Robbers', "Donovan's Reef", 'The Big Stampede', 'Riders of Destiny', 'The Human Factor', 'The Man Who Shot Liberty Valance', 'Flying Tigers', 'Rooster Cogburn', 'Fort Apache', 'Back to Bataan', 'The Desert Trail', 'Sands of Iwo Jima', 'The Angry Silence', 'The Flight of the Phoenix', 'The Shepherd of the Hills', 'McQ', 'West of the Divide', 'McLintock!', 'Brighton Rock', 'In Old Oklahoma']]
Predicted Ans:    Fort Apache
Predicted Path:   Brannigan --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache
Path (Raw):       Brannigan --[starred_actors]--> John Wayne --[No Operation]--> John Wayne --[(INV) starred_actors]--> Fort Apache
Neg LogProb(↓):   1.028857
Path Entropy(↓):  2.363239
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by kim chapiron released
Start Entity:     Kim Chapiron
Gold Answer:      [['2006', '2010']]
Predicted Ans:    2006
Predicted Path:   Kim Chapiron --[(INV) directed_by]--> Sheitan --[release_year]--> 2006
Path (Raw):       Kim Chapiron --[No Operation]--> Kim Chapiron --[(INV) directed_by]--> Sheitan --[release_year]--> 2006
Neg LogProb(↓):   0.079142
Path Entropy(↓):  0.269118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did massy tadjedin write
Start Entity:     Massy Tadjedin
Gold Answer:      [['The Jacket', 'Last Night']]
Predicted Ans:    Last Night
Predicted Path:   Massy Tadjedin --[(INV) written_by]--> Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night
Path (Raw):       Massy Tadjedin --[(INV) written_by]--> Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night
Neg LogProb(↓):   0.278232
Path Entropy(↓):  0.751371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with defenders of riga in
Start Entity:     Defenders of Riga
Gold Answer:      [['Latvian']]
Predicted Ans:    Latvian
Predicted Path:   Defenders of Riga --[written_by]--> Aigars Grauba --[(INV) written_by]--> Defenders of Riga --[in_language]--> Latvian
Path (Raw):       Defenders of Riga --[written_by]--> Aigars Grauba --[(INV) written_by]--> Defenders of Riga --[in_language]--> Latvian
Neg LogProb(↓):   0.000083
Path Entropy(↓):  0.000902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film shara
Start Entity:     Shara
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Shara --[in_language]--> Japanese --[(INV) in_language]--> Come See the Paradise --[in_language]--> Japanese
Path (Raw):       Shara --[in_language]--> Japanese --[(INV) in_language]--> Come See the Paradise --[in_language]--> Japanese
Neg LogProb(↓):   2.146540
Path Entropy(↓):  2.982938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by samuel l. jackson release
Start Entity:     Samuel L. Jackson
Gold Answer:      [['2008', '2003', '1993', '2006', '2007', '1998', '2010', '2004', '1947', '2014', '1995', '1972', '1971', '2001', '1989', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    1996
Predicted Path:   Samuel L. Jackson --[(INV) starred_actors]--> A Time to Kill --[release_year]--> 1996
Path (Raw):       Samuel L. Jackson --[No Operation]--> Samuel L. Jackson --[(INV) starred_actors]--> A Time to Kill --[release_year]--> 1996
Neg LogProb(↓):   1.506717
Path Entropy(↓):  2.732781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed caddyshack
Start Entity:     Caddyshack
Gold Answer:      [["Vincent D'Onofrio", 'Imogene Coca', 'Robert De Niro', "Peter O'Toole", 'John Cusack', 'Chevy Chase', 'Chris Elliott', 'Billy Bob Thornton', 'Jimmy Cliff', 'Brendan Fraser', 'Robin Williams', "Beverly D'Angelo", 'Elizabeth Hurley', 'Peter Cook', 'Michael Cera', 'Bill Murray', 'Billy Crystal', 'Randy Quaid', 'Dudley Moore', 'Rick Moranis', 'Laura San Giacomo', 'Michael Keaton', 'Al Franken', 'Jack Black', 'Andie MacDowell', 'Shirley Knight']]
Predicted Ans:    Robert De Niro
Predicted Path:   Caddyshack --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[starred_actors]--> Robert De Niro
Path (Raw):       Caddyshack --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.483257
Path Entropy(↓):  1.015131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with edmund h. north
Start Entity:     Edmund H. North
Gold Answer:      [['Francis Ford Coppola', 'Stanley Mann', 'John Twist', 'Ladislas Farago', 'Harry Bates', 'Carl Foreman', 'Dorothy Baker']]
Predicted Ans:    Edmund H. North
Predicted Path:   Edmund H. North --[(INV) written_by]--> The Day the Earth Stood Still --[written_by]--> Edmund H. North
Path (Raw):       Edmund H. North --[No Operation]--> Edmund H. North --[(INV) written_by]--> The Day the Earth Stood Still --[written_by]--> Edmund H. North
Neg LogProb(↓):   2.031640
Path Entropy(↓):  2.252501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with pitch black fall under
Start Entity:     Pitch Black
Gold Answer:      [['Western', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Pitch Black --[written_by]--> David Twohy --[(INV) written_by]--> A Perfect Getaway --[has_genre]--> Thriller
Path (Raw):       Pitch Black --[written_by]--> David Twohy --[(INV) written_by]--> A Perfect Getaway --[has_genre]--> Thriller
Neg LogProb(↓):   1.391447
Path Entropy(↓):  1.661987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with mark twain
Start Entity:     Mark Twain
Gold Answer:      [['Richard M. Sherman', 'Robert B. Sherman', 'John V.A. Weaver', 'Paul Rodriguez', 'Stephen Sommers']]
Predicted Ans:    David McMahon
Predicted Path:   Mark Twain --[directed_by]--> Ken Burns --[(INV) written_by]--> The Central Park Five --[written_by]--> David McMahon
Path (Raw):       Mark Twain --[directed_by]--> Ken Burns --[(INV) written_by]--> The Central Park Five --[written_by]--> David McMahon
Neg LogProb(↓):   0.320599
Path Entropy(↓):  0.782348
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of harry potter and the goblet of fire
Start Entity:     Harry Potter and the Goblet of Fire
Gold Answer:      [['Tobey Maguire', 'Rhys Ifans', 'Frances McDormand', 'Denis Leary', 'Beau Bridges', 'Michelle Pfeiffer', 'Daniel Radcliffe', 'Emma Watson', 'Rupert Grint', 'Jeff Bridges', 'Michael Douglas', 'Emma Stone', 'Andrew Garfield']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Harry Potter and the Goblet of Fire --[written_by]--> Steve Kloves --[(INV) written_by]--> The Fabulous Baker Boys --[starred_actors]--> Jeff Bridges
Path (Raw):       Harry Potter and the Goblet of Fire --[written_by]--> Steve Kloves --[(INV) written_by]--> The Fabulous Baker Boys --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.251356
Path Entropy(↓):  0.900735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film stonehearst asylum were in which languages
Start Entity:     Stonehearst Asylum
Gold Answer:      [['French', 'Thai', 'English', 'Tibetan', 'Japanese', 'Italian', 'German', 'Spanish']]
Predicted Ans:    poe
Predicted Path:   Stonehearst Asylum --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[has_tags]--> poe
Path (Raw):       Stonehearst Asylum --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[has_tags]--> poe
Neg LogProb(↓):   0.227698
Path Entropy(↓):  0.711140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did cameron diaz star in
Start Entity:     Cameron Diaz
Gold Answer:      [['Feeling Minnesota', 'A Life Less Ordinary', 'The Last Supper', 'The Green Hornet', 'What Happens in Vegas', 'Shrek 2', 'Bad Teacher', 'Any Given Sunday', 'Head Above Water', 'Sex Tape', 'Shrek the Halls', 'The Invisible Circus', 'The Other Woman', 'The Box', 'In Her Shoes', 'Knight and Day', 'The Counselor', "There's Something About Mary", 'Vanilla Sky', 'Being John Malkovich', 'The Holiday', "Charlie's Angels", "My Best Friend's Wedding", 'Very Bad Things', 'Shrek', "My Sister's Keeper"]]
Predicted Ans:    Bad Teacher
Predicted Path:   Cameron Diaz --[(INV) starred_actors]--> Bad Teacher --[written_by]--> Gene Stupnitsky --[(INV) written_by]--> Bad Teacher
Path (Raw):       Cameron Diaz --[(INV) starred_actors]--> Bad Teacher --[written_by]--> Gene Stupnitsky --[(INV) written_by]--> Bad Teacher
Neg LogProb(↓):   0.028580
Path Entropy(↓):  0.149002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does peter whitford act in
Start Entity:     Peter Whitford
Gold Answer:      [['Dead End Drive-In']]
Predicted Ans:    Dead End Drive-In
Predicted Path:   Peter Whitford --[(INV) starred_actors]--> Dead End Drive-In --[starred_actors]--> Peter Whitford --[(INV) starred_actors]--> Dead End Drive-In
Path (Raw):       Peter Whitford --[(INV) starred_actors]--> Dead End Drive-In --[starred_actors]--> Peter Whitford --[(INV) starred_actors]--> Dead End Drive-In
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of a stranger among us also starred in which films
Start Entity:     A Stranger Among Us
Gold Answer:      [['Crazy in Alabama', 'Autómata', 'Milk Money', 'Working Girl', "Nobody's Fool", 'Body Double', 'Mulholland Falls', 'Pacific Heights', 'Shining Through', 'Something Wild', 'Now and Then', 'Paradise', 'Two Much', 'RKO 281', 'The Bonfire of the Vanities', 'Stormy Monday', 'Born Yesterday', 'Lolita']]
Predicted Ans:    Born Yesterday
Predicted Path:   A Stranger Among Us --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Born Yesterday
Path (Raw):       A Stranger Among Us --[starred_actors]--> Melanie Griffith --[No Operation]--> Melanie Griffith --[(INV) starred_actors]--> Born Yesterday
Neg LogProb(↓):   1.035412
Path Entropy(↓):  1.557062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of rambling rose also wrote which movies
Start Entity:     Rambling Rose
Gold Answer:      [['The Strange One', 'The Graduate']]
Predicted Ans:    The Graduate
Predicted Path:   Rambling Rose --[written_by]--> Calder Willingham --[(INV) written_by]--> The Graduate
Path (Raw):       Rambling Rose --[written_by]--> Calder Willingham --[(INV) written_by]--> The Graduate --[No Operation]--> The Graduate
Neg LogProb(↓):   0.068267
Path Entropy(↓):  0.262140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor donna mills starred together with who
Start Entity:     Donna Mills
Gold Answer:      [['Clint Eastwood', 'Jessica Walter']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Donna Mills --[(INV) starred_actors]--> Play Misty for Me --[starred_actors]--> Clint Eastwood
Path (Raw):       Donna Mills --[No Operation]--> Donna Mills --[(INV) starred_actors]--> Play Misty for Me --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000332
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by dennis iliadis fall under
Start Entity:     Dennis Iliadis
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Dennis Iliadis --[(INV) written_by]--> +1 --[has_genre]--> Thriller
Path (Raw):       Dennis Iliadis --[No Operation]--> Dennis Iliadis --[(INV) written_by]--> +1 --[has_genre]--> Thriller
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by music box actors
Start Entity:     Music Box
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Music Box --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       Music Box --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by man san lu
Start Entity:     Man San Lu
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Man San Lu --[(INV) starred_actors]--> The Scent of Green Papaya --[release_year]--> 1993
Path (Raw):       Man San Lu --[No Operation]--> Man San Lu --[(INV) starred_actors]--> The Scent of Green Papaya --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by robert klane
Start Entity:     Robert Klane
Gold Answer:      [['Donna Summer']]
Predicted Ans:    Donna Summer
Predicted Path:   Robert Klane --[(INV) directed_by]--> Thank God It's Friday --[starred_actors]--> Donna Summer
Path (Raw):       Robert Klane --[No Operation]--> Robert Klane --[(INV) directed_by]--> Thank God It's Friday --[starred_actors]--> Donna Summer
Neg LogProb(↓):   0.020965
Path Entropy(↓):  0.100944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of mother lode also wrote which movies
Start Entity:     Mother Lode
Gold Answer:      [['Treasure Island']]
Predicted Ans:    Treasure Island
Predicted Path:   Mother Lode --[written_by]--> Fraser Clarke Heston --[(INV) written_by]--> Treasure Island
Path (Raw):       Mother Lode --[written_by]--> Fraser Clarke Heston --[(INV) written_by]--> Treasure Island --[No Operation]--> Treasure Island
Neg LogProb(↓):   0.018459
Path Entropy(↓):  0.091305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by paddy considine
Start Entity:     Paddy Considine
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Thriller
Predicted Path:   Paddy Considine --[(INV) starred_actors]--> The Cry of the Owl --[has_genre]--> Thriller
Path (Raw):       Paddy Considine --[No Operation]--> Paddy Considine --[(INV) starred_actors]--> The Cry of the Owl --[has_genre]--> Thriller
Neg LogProb(↓):   0.093688
Path Entropy(↓):  0.357542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films together with hunter hill
Start Entity:     Hunter Hill
Gold Answer:      [['Perry Moore']]
Predicted Ans:    Hunter Hill
Predicted Path:   Hunter Hill --[(INV) directed_by]--> Lake City --[directed_by]--> Hunter Hill
Path (Raw):       Hunter Hill --[No Operation]--> Hunter Hill --[(INV) directed_by]--> Lake City --[directed_by]--> Hunter Hill
Neg LogProb(↓):   0.074350
Path Entropy(↓):  0.257894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies directed by omer faruk sorak in
Start Entity:     Ömer Faruk Sorak
Gold Answer:      [['Turkish']]
Predicted Ans:    Turkish
Predicted Path:   Ömer Faruk Sorak --[(INV) directed_by]--> G.O.R.A. --[in_language]--> Turkish
Path (Raw):       Ömer Faruk Sorak --[No Operation]--> Ömer Faruk Sorak --[(INV) directed_by]--> G.O.R.A. --[in_language]--> Turkish
Neg LogProb(↓):   0.000075
Path Entropy(↓):  0.000799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by benjamin bratt
Start Entity:     Benjamin Bratt
Gold Answer:      [['English', 'Filipino', 'Japanese']]
Predicted Ans:    Filipino
Predicted Path:   Benjamin Bratt --[(INV) starred_actors]--> The Great Raid --[in_language]--> Filipino
Path (Raw):       Benjamin Bratt --[No Operation]--> Benjamin Bratt --[(INV) starred_actors]--> The Great Raid --[in_language]--> Filipino
Neg LogProb(↓):   0.001071
Path Entropy(↓):  0.009246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film 99 river street are written by who
Start Entity:     99 River Street
Gold Answer:      [['Andrew Solt', 'W. Somerset Maugham', 'Seton I. Miller', 'Harry Chandlee', 'Harry Segall', 'Paul Jarrico', 'John Byrum', 'Allen Vincent', "Thomas Edward O'Connell", 'Arthur Levinson', 'Glenn Leopold', 'Neal Barbera', 'Sidney Buchman', 'Bill Murray', 'Dalton Trumbo', 'George Seaton', 'Valentine Davies', 'Stephen Longstreet', 'John Hughes']]
Predicted Ans:    Don Siegel
Predicted Path:   99 River Street --[starred_actors]--> Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[directed_by]--> Don Siegel
Path (Raw):       99 River Street --[starred_actors]--> Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[directed_by]--> Don Siegel
Neg LogProb(↓):   0.032822
Path Entropy(↓):  0.146305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie that evening sun starred who
Start Entity:     That Evening Sun
Gold Answer:      [['Hal Holbrook']]
Predicted Ans:    Aurora Miranda
Predicted Path:   That Evening Sun --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros --[starred_actors]--> Aurora Miranda
Path (Raw):       That Evening Sun --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros --[starred_actors]--> Aurora Miranda
Neg LogProb(↓):   0.745497
Path Entropy(↓):  1.974759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by trading places actors
Start Entity:     Trading Places
Gold Answer:      [['Italian', 'Greek', 'Japanese']]
Predicted Ans:    Italian
Predicted Path:   Trading Places --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       Trading Places --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.008308
Path Entropy(↓):  0.049035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of drive
Start Entity:     Drive
Gold Answer:      [['Drama', 'Fantasy', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Drive --[written_by]--> Hossein Amini --[(INV) written_by]--> The Two Faces of January --[has_genre]--> Thriller
Path (Raw):       Drive --[written_by]--> Hossein Amini --[(INV) written_by]--> The Two Faces of January --[has_genre]--> Thriller
Neg LogProb(↓):   0.020655
Path Entropy(↓):  0.115226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with the city of lost children in
Start Entity:     The City of Lost Children
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The City of Lost Children --[directed_by]--> Marc Caro --[(INV) directed_by]--> The City of Lost Children --[in_language]--> French
Path (Raw):       The City of Lost Children --[directed_by]--> Marc Caro --[(INV) directed_by]--> The City of Lost Children --[in_language]--> French
Neg LogProb(↓):   0.018149
Path Entropy(↓):  0.098896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by declan donnellan
Start Entity:     Declan Donnellan
Gold Answer:      [['Christina Ricci', 'Uma Thurman', 'Kristin Scott Thomas', 'Robert Pattinson']]
Predicted Ans:    Kristin Scott Thomas
Predicted Path:   Declan Donnellan --[(INV) directed_by]--> Bel Ami --[starred_actors]--> Kristin Scott Thomas
Path (Raw):       Declan Donnellan --[No Operation]--> Declan Donnellan --[(INV) directed_by]--> Bel Ami --[starred_actors]--> Kristin Scott Thomas
Neg LogProb(↓):   0.005956
Path Entropy(↓):  0.040871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by arletty were directed by who
Start Entity:     Arletty
Gold Answer:      [['Andrew Marton', 'Darryl F. Zanuck', 'Ken Annakin', 'Bernhard Wicki', 'Marcel Carné']]
Predicted Ans:    Andrew Marton
Predicted Path:   Arletty --[(INV) starred_actors]--> The Longest Day --[directed_by]--> Andrew Marton
Path (Raw):       Arletty --[No Operation]--> Arletty --[(INV) starred_actors]--> The Longest Day --[directed_by]--> Andrew Marton
Neg LogProb(↓):   0.310700
Path Entropy(↓):  0.933219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film license to wed starred which actors
Start Entity:     License to Wed
Gold Answer:      [['Robin Williams', 'John Krasinski', 'Mandy Moore']]
Predicted Ans:    Robin Williams
Predicted Path:   License to Wed --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> The Best of Times --[starred_actors]--> Robin Williams
Path (Raw):       License to Wed --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> The Best of Times --[starred_actors]--> Robin Williams
Neg LogProb(↓):   1.185201
Path Entropy(↓):  1.870757
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does ted wass appear in
Start Entity:     Ted Wass
Gold Answer:      [['Oh, God! You Devil', 'Sheena']]
Predicted Ans:    Sheena
Predicted Path:   Ted Wass --[(INV) starred_actors]--> Sheena --[starred_actors]--> Ted Wass --[(INV) starred_actors]--> Sheena
Path (Raw):       Ted Wass --[(INV) starred_actors]--> Sheena --[starred_actors]--> Ted Wass --[(INV) starred_actors]--> Sheena
Neg LogProb(↓):   0.012041
Path Entropy(↓):  0.064942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of monte walsh
Start Entity:     Monte Walsh
Gold Answer:      [['Stella Stevens', 'James Cagney', 'Van Heflin', 'Glenn Ford', 'Melvyn Douglas', 'Jean Arthur', 'Alan Ladd']]
Predicted Ans:    Glenn Ford
Predicted Path:   Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Advance to the Rear --[starred_actors]--> Glenn Ford
Path (Raw):       Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Advance to the Rear --[starred_actors]--> Glenn Ford
Neg LogProb(↓):   0.040037
Path Entropy(↓):  0.166087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film dear brigitte
Start Entity:     Dear Brigitte
Gold Answer:      [['1970', '1946', '1954', '1959', '1936', '1941', '1968', '1963', '1939', '1957', '1951', '1953', '1947', '1956', '1976', '1948', '1971', '1940', '1938', '1996', '1961', '1955', '1962', '1934', '1949', '1966', '1950', '1965', '1952', '1958']]
Predicted Ans:    1962
Predicted Path:   Dear Brigitte --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man Who Shot Liberty Valance --[release_year]--> 1962
Path (Raw):       Dear Brigitte --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man Who Shot Liberty Valance --[release_year]--> 1962
Neg LogProb(↓):   1.207254
Path Entropy(↓):  2.491626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the clerks ii director
Start Entity:     Clerks II
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Clerks II --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Jersey Girl --[has_genre]--> Comedy
Path (Raw):       Clerks II --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Jersey Girl --[has_genre]--> Comedy
Neg LogProb(↓):   1.446820
Path Entropy(↓):  2.134803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of buster crabbe acted films
Start Entity:     Buster Crabbe
Gold Answer:      [['Robert F. Hill']]
Predicted Ans:    Robert F. Hill
Predicted Path:   Buster Crabbe --[(INV) starred_actors]--> Tarzan the Fearless --[directed_by]--> Robert F. Hill
Path (Raw):       Buster Crabbe --[No Operation]--> Buster Crabbe --[(INV) starred_actors]--> Tarzan the Fearless --[directed_by]--> Robert F. Hill
Neg LogProb(↓):   0.158493
Path Entropy(↓):  0.416715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by neil tolkin starred who
Start Entity:     Neil Tolkin
Gold Answer:      [['Richard Masur', 'Corey Haim', 'Carol Kane', 'Corey Feldman']]
Predicted Ans:    Richard Masur
Predicted Path:   Neil Tolkin --[(INV) written_by]--> License to Drive --[starred_actors]--> Richard Masur
Path (Raw):       Neil Tolkin --[No Operation]--> Neil Tolkin --[(INV) written_by]--> License to Drive --[starred_actors]--> Richard Masur
Neg LogProb(↓):   0.548160
Path Entropy(↓):  1.117150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the land girls
Start Entity:     The Land Girls
Gold Answer:      [['Wish You Were Here']]
Predicted Ans:    The Land Girls
Predicted Path:   The Land Girls --[directed_by]--> David Leland --[(INV) directed_by]--> The Land Girls
Path (Raw):       The Land Girls --[directed_by]--> David Leland --[(INV) directed_by]--> The Land Girls --[No Operation]--> The Land Girls
Neg LogProb(↓):   0.677824
Path Entropy(↓):  1.176249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie the flower of my secret
Start Entity:     The Flower of My Secret
Gold Answer:      [['Pedro Almodóvar', 'Thierry Jonquet', 'Ruth Rendell']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   The Flower of My Secret --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[directed_by]--> Pedro Almodóvar
Path (Raw):       The Flower of My Secret --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[directed_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.507038
Path Entropy(↓):  1.374976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by cecil b. demille in
Start Entity:     Cecil B. DeMille
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cecil B. DeMille --[(INV) written_by]--> The Squaw Man --[has_genre]--> Drama
Path (Raw):       Cecil B. DeMille --[No Operation]--> Cecil B. DeMille --[(INV) written_by]--> The Squaw Man --[has_genre]--> Drama
Neg LogProb(↓):   0.032241
Path Entropy(↓):  0.166343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by julianne moore
Start Entity:     Julianne Moore
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Julianne Moore --[(INV) starred_actors]--> The English Teacher --[in_language]--> English
Path (Raw):       Julianne Moore --[No Operation]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[in_language]--> English
Neg LogProb(↓):   0.001267
Path Entropy(↓):  0.010379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed careless love
Start Entity:     Careless Love
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Careless Love --[directed_by]--> John Duigan --[(INV) directed_by]--> The Year My Voice Broke --[has_genre]--> Drama
Path (Raw):       Careless Love --[directed_by]--> John Duigan --[(INV) directed_by]--> The Year My Voice Broke --[has_genre]--> Drama
Neg LogProb(↓):   0.002462
Path Entropy(↓):  0.019403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of as it is in heaven
Start Entity:     As It Is in Heaven
Gold Answer:      [['Kay Pollak']]
Predicted Ans:    Kay Pollak
Predicted Path:   As It Is in Heaven --[written_by]--> Kay Pollak --[(INV) written_by]--> Children's Island --[directed_by]--> Kay Pollak
Path (Raw):       As It Is in Heaven --[written_by]--> Kay Pollak --[(INV) written_by]--> Children's Island --[directed_by]--> Kay Pollak
Neg LogProb(↓):   0.011115
Path Entropy(↓):  0.060794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by shampoo actors
Start Entity:     Shampoo
Gold Answer:      [['Swedish', 'English', 'Italian', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Shampoo --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[in_language]--> English
Path (Raw):       Shampoo --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[in_language]--> English
Neg LogProb(↓):   0.105283
Path Entropy(↓):  0.326671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of lion's den
Start Entity:     Lion's Den
Gold Answer:      [['There Be Dragons', 'Behind the Sun', 'Brainstorm']]
Predicted Ans:    Brainstorm
Predicted Path:   Lion's Den --[starred_actors]--> Rodrigo Santoro --[(INV) starred_actors]--> Brainstorm
Path (Raw):       Lion's Den --[starred_actors]--> Rodrigo Santoro --[No Operation]--> Rodrigo Santoro --[(INV) starred_actors]--> Brainstorm
Neg LogProb(↓):   0.526712
Path Entropy(↓):  0.684420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by pernilla august in
Start Entity:     Pernilla August
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Pernilla August --[(INV) directed_by]--> Beyond --[in_language]--> Swedish
Path (Raw):       Pernilla August --[No Operation]--> Pernilla August --[(INV) directed_by]--> Beyond --[in_language]--> Swedish
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of dennis heaton
Start Entity:     Dennis Heaton
Gold Answer:      [['Andrew Currie', 'Robert Chomiak']]
Predicted Ans:    Dennis Heaton
Predicted Path:   Dennis Heaton --[(INV) written_by]--> Fido --[written_by]--> Dennis Heaton
Path (Raw):       Dennis Heaton --[No Operation]--> Dennis Heaton --[(INV) written_by]--> Fido --[written_by]--> Dennis Heaton
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the film crash
Start Entity:     Crash
Gold Answer:      [['David Cronenberg']]
Predicted Ans:    David Cronenberg
Predicted Path:   Crash --[directed_by]--> David Cronenberg --[(INV) directed_by]--> The Brood --[directed_by]--> David Cronenberg
Path (Raw):       Crash --[directed_by]--> David Cronenberg --[(INV) directed_by]--> The Brood --[directed_by]--> David Cronenberg
Neg LogProb(↓):   0.843186
Path Entropy(↓):  1.528913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie catch and release in a few words
Start Entity:     Catch and Release
Gold Answer:      [['mourning', 'kevin smith', 'jennifer garner', 'timothy olyphant']]
Predicted Ans:    mourning
Predicted Path:   Catch and Release --[has_tags]--> mourning --[(INV) has_tags]--> Catch and Release --[has_tags]--> mourning
Path (Raw):       Catch and Release --[has_tags]--> mourning --[(INV) has_tags]--> Catch and Release --[has_tags]--> mourning
Neg LogProb(↓):   0.017939
Path Entropy(↓):  0.101818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the hit
Start Entity:     The Hit
Gold Answer:      [['Anjelica Huston', 'Alfred Molina', 'Selma Blair', 'Dustin Hoffman', 'Meg Ryan', 'Annette Bening', 'Judi Dench', 'Cole Hauser', 'Glenn Close', 'John Cusack', 'Robert Loggia', 'Christian Slater', 'William H. Macy', 'Michael Sheen', 'Michelle Pfeiffer', 'Jet Li', 'John Malkovich', 'David Morrissey', 'Julia Roberts', 'Gary Oldman', 'Iben Hjejle', 'Billy Crudup', 'Albert Finney', 'Wallace Shawn', 'Swoosie Kurtz', 'Steve Coogan', 'Rupert Friend', 'Will Young', 'Geena Davis', 'Vanessa Redgrave', 'Woody Harrelson', 'Joan Cusack', 'Bob Hoskins', 'Gemma Arterton', 'Colm Feore', 'Tina Kellegher', 'Enrique Castillo', 'Colm Meaney', 'Cecilia Cheung', 'Helen Mirren']]
Predicted Ans:    William H. Macy
Predicted Path:   The Hit --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Deal --[starred_actors]--> William H. Macy
Path (Raw):       The Hit --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Deal --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.663806
Path Entropy(↓):  1.618558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in wedding daze also appears in which films
Start Entity:     Wedding Daze
Gold Answer:      [['Now You See Me', "My Best Friend's Girl", 'Anything Else', 'Saving Silverman', 'Confessions of a Shopaholic', 'Over Her Dead Body', 'Guy X', 'Prozac Nation', 'Rango', 'Loser', 'American Pie', 'Rise of the Guardians', 'The Lookout']]
Predicted Ans:    Rango
Predicted Path:   Wedding Daze --[starred_actors]--> Isla Fisher --[(INV) starred_actors]--> Rango
Path (Raw):       Wedding Daze --[starred_actors]--> Isla Fisher --[No Operation]--> Isla Fisher --[(INV) starred_actors]--> Rango
Neg LogProb(↓):   1.021339
Path Entropy(↓):  1.263110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is love at large
Start Entity:     Love at Large
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Love at Large --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Love at Large --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.001836
Path Entropy(↓):  0.014954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film torture garden
Start Entity:     Torture Garden
Gold Answer:      [['Milton Subotsky', 'John Gilling', 'Dylan Thomas', 'Jimmy Sangster', 'Peter Bryan', 'Aben Kandel', 'Robert Bloch', 'Al Feldstein', 'Jennifer Jayne']]
Predicted Ans:    Milton Subotsky
Predicted Path:   Torture Garden --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[written_by]--> Milton Subotsky
Path (Raw):       Torture Garden --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[written_by]--> Milton Subotsky
Neg LogProb(↓):   0.581139
Path Entropy(↓):  1.132073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of songcatcher
Start Entity:     Songcatcher
Gold Answer:      [['Western']]
Predicted Ans:    Drama
Predicted Path:   Songcatcher --[written_by]--> Maggie Greenwald --[(INV) written_by]--> Songcatcher --[has_genre]--> Drama
Path (Raw):       Songcatcher --[written_by]--> Maggie Greenwald --[(INV) written_by]--> Songcatcher --[has_genre]--> Drama
Neg LogProb(↓):   0.120764
Path Entropy(↓):  0.382705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in david copperfield
Start Entity:     David Copperfield
Gold Answer:      [['Jay Levey']]
Predicted Ans:    Charlize Theron
Predicted Path:   David Copperfield --[starred_actors]--> Michael Richards --[(INV) starred_actors]--> Trial and Error --[starred_actors]--> Charlize Theron
Path (Raw):       David Copperfield --[starred_actors]--> Michael Richards --[(INV) starred_actors]--> Trial and Error --[starred_actors]--> Charlize Theron
Neg LogProb(↓):   0.958988
Path Entropy(↓):  1.989776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote you only live twice
Start Entity:     You Only Live Twice
Gold Answer:      [['Nicolas Roeg', 'George Seaton', 'Tim Burton', 'Danny DeVito', 'Cyril Frankel', 'Henry Selick', 'Ken Hughes', 'Wes Anderson']]
Predicted Ans:    Wes Anderson
Predicted Path:   You Only Live Twice --[written_by]--> Roald Dahl --[(INV) written_by]--> Fantastic Mr. Fox --[directed_by]--> Wes Anderson
Path (Raw):       You Only Live Twice --[written_by]--> Roald Dahl --[(INV) written_by]--> Fantastic Mr. Fox --[directed_by]--> Wes Anderson
Neg LogProb(↓):   0.320525
Path Entropy(↓):  0.759717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie juarez
Start Entity:     Juarez
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Juarez --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Juarez --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.267786
Path Entropy(↓):  4.515512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with chimo
Start Entity:     Chimo
Gold Answer:      [['Ziad Doueiri']]
Predicted Ans:    Chimo
Predicted Path:   Chimo --[(INV) written_by]--> Lila Says --[written_by]--> Chimo
Path (Raw):       Chimo --[No Operation]--> Chimo --[(INV) written_by]--> Lila Says --[written_by]--> Chimo
Neg LogProb(↓):   0.662021
Path Entropy(↓):  0.692648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies was w. william winokur the writer of
Start Entity:     W. William Winokur
Gold Answer:      [['The Perfect Game']]
Predicted Ans:    The Perfect Game
Predicted Path:   W. William Winokur --[(INV) written_by]--> The Perfect Game --[written_by]--> W. William Winokur --[(INV) written_by]--> The Perfect Game
Path (Raw):       W. William Winokur --[(INV) written_by]--> The Perfect Game --[written_by]--> W. William Winokur --[(INV) written_by]--> The Perfect Game
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in hotel chevalier
Start Entity:     Hotel Chevalier
Gold Answer:      [['Jason Schwartzman', 'Natalie Portman']]
Predicted Ans:    Jason Schwartzman
Predicted Path:   Hotel Chevalier --[starred_actors]--> Jason Schwartzman --[(INV) starred_actors]--> Hotel Chevalier --[starred_actors]--> Jason Schwartzman
Path (Raw):       Hotel Chevalier --[starred_actors]--> Jason Schwartzman --[(INV) starred_actors]--> Hotel Chevalier --[starred_actors]--> Jason Schwartzman
Neg LogProb(↓):   0.211739
Path Entropy(↓):  0.614198
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the r. i. p. d. director
Start Entity:     R.I.P.D.
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   R.I.P.D. --[directed_by]--> Robert Schwentke --[(INV) directed_by]--> Flightplan --[in_language]--> German
Path (Raw):       R.I.P.D. --[directed_by]--> Robert Schwentke --[(INV) directed_by]--> Flightplan --[in_language]--> German
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is child's play 2
Start Entity:     Child's Play 2
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Child's Play 2 --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Child's Play 2 --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.747483
Path Entropy(↓):  3.978185
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by adrian caetano
Start Entity:     Adrián Caetano
Gold Answer:      [['2001', '2006']]
Predicted Ans:    2001
Predicted Path:   Adrián Caetano --[(INV) directed_by]--> Bolivia --[release_year]--> 2001
Path (Raw):       Adrián Caetano --[No Operation]--> Adrián Caetano --[(INV) directed_by]--> Bolivia --[release_year]--> 2001
Neg LogProb(↓):   0.275242
Path Entropy(↓):  0.552095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for abominable
Start Entity:     Abominable
Gold Answer:      [['Ryan Schifrin']]
Predicted Ans:    Ryan Schifrin
Predicted Path:   Abominable --[directed_by]--> Ryan Schifrin --[(INV) directed_by]--> Abominable --[directed_by]--> Ryan Schifrin
Path (Raw):       Abominable --[directed_by]--> Ryan Schifrin --[(INV) directed_by]--> Abominable --[directed_by]--> Ryan Schifrin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did richard dix star in
Start Entity:     Richard Dix
Gold Answer:      [['Cimarron', 'The Vanishing American', 'The Ghost Ship', 'The Lost Squadron']]
Predicted Ans:    The Vanishing American
Predicted Path:   Richard Dix --[(INV) starred_actors]--> The Lost Squadron --[starred_actors]--> Richard Dix --[(INV) starred_actors]--> The Vanishing American
Path (Raw):       Richard Dix --[(INV) starred_actors]--> The Lost Squadron --[starred_actors]--> Richard Dix --[(INV) starred_actors]--> The Vanishing American
Neg LogProb(↓):   0.808901
Path Entropy(↓):  1.445123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film a most wanted man starred which actors
Start Entity:     A Most Wanted Man
Gold Answer:      [['Philip Seymour Hoffman']]
Predicted Ans:    Philip Seymour Hoffman
Predicted Path:   A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> God's Pocket --[starred_actors]--> Philip Seymour Hoffman
Path (Raw):       A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> God's Pocket --[starred_actors]--> Philip Seymour Hoffman
Neg LogProb(↓):   0.310001
Path Entropy(↓):  0.998128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of emil stern written movies
Start Entity:     Emil Stern
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Emil Stern --[(INV) written_by]--> The Life Before Her Eyes --[release_year]--> 2007
Path (Raw):       Emil Stern --[No Operation]--> Emil Stern --[(INV) written_by]--> The Life Before Her Eyes --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by gualtiero jacopetti
Start Entity:     Gualtiero Jacopetti
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Gualtiero Jacopetti --[(INV) starred_actors]--> Goodbye Uncle Tom --[in_language]--> Italian
Path (Raw):       Gualtiero Jacopetti --[No Operation]--> Gualtiero Jacopetti --[(INV) starred_actors]--> Goodbye Uncle Tom --[in_language]--> Italian
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by satyajit ray released
Start Entity:     Satyajit Ray
Gold Answer:      [['1962', '1964', '1959', '1973', '1955']]
Predicted Ans:    1964
Predicted Path:   Satyajit Ray --[(INV) written_by]--> Charulata --[release_year]--> 1964
Path (Raw):       Satyajit Ray --[No Operation]--> Satyajit Ray --[(INV) written_by]--> Charulata --[release_year]--> 1964
Neg LogProb(↓):   0.104553
Path Entropy(↓):  0.404501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the monster squad
Start Entity:     The Monster Squad
Gold Answer:      [['Renny Harlin', 'Fred Dekker', 'Shane Black']]
Predicted Ans:    Fred Dekker
Predicted Path:   The Monster Squad --[written_by]--> Fred Dekker --[(INV) written_by]--> RoboCop 3 --[directed_by]--> Fred Dekker
Path (Raw):       The Monster Squad --[written_by]--> Fred Dekker --[(INV) written_by]--> RoboCop 3 --[directed_by]--> Fred Dekker
Neg LogProb(↓):   0.186938
Path Entropy(↓):  0.567723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by hirokazu koreeda starred who
Start Entity:     Hirokazu Koreeda
Gold Answer:      [['Hiei Kimura', 'Ayu Kitaura']]
Predicted Ans:    Ayu Kitaura
Predicted Path:   Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[starred_actors]--> Ayu Kitaura
Path (Raw):       Hirokazu Koreeda --[No Operation]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[starred_actors]--> Ayu Kitaura
Neg LogProb(↓):   0.053304
Path Entropy(↓):  0.255373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did john cassavetes write
Start Entity:     John Cassavetes
Gold Answer:      [['Husbands', 'The Killing of a Chinese Bookie', 'Minnie and Moskowitz', 'Love Streams', 'Shadows', 'Faces', 'A Woman Under the Influence', 'Opening Night', 'Gloria', 'Too Late Blues', "She's So Lovely"]]
Predicted Ans:    A Woman Under the Influence
Predicted Path:   John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence
Path (Raw):       John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence
Neg LogProb(↓):   0.759084
Path Entropy(↓):  1.143443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer daniel goldberg
Start Entity:     Daniel Goldberg
Gold Answer:      [['Mary Gross', 'Rebecca De Mornay']]
Predicted Ans:    Rebecca De Mornay
Predicted Path:   Daniel Goldberg --[(INV) written_by]--> Feds --[starred_actors]--> Rebecca De Mornay
Path (Raw):       Daniel Goldberg --[No Operation]--> Daniel Goldberg --[(INV) written_by]--> Feds --[starred_actors]--> Rebecca De Mornay
Neg LogProb(↓):   0.251296
Path Entropy(↓):  0.582855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director stephen woolley
Start Entity:     Stephen Woolley
Gold Answer:      [['Leo Gregory', 'Paddy Considine']]
Predicted Ans:    Paddy Considine
Predicted Path:   Stephen Woolley --[(INV) directed_by]--> Stoned --[starred_actors]--> Paddy Considine
Path (Raw):       Stephen Woolley --[No Operation]--> Stephen Woolley --[(INV) directed_by]--> Stoned --[starred_actors]--> Paddy Considine
Neg LogProb(↓):   0.010334
Path Entropy(↓):  0.057288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of at first sight
Start Entity:     At First Sight
Gold Answer:      [['Thunderheart', 'Batman Forever', 'Barcelona', 'Streets of Blood', 'Wonderland', 'Played', 'The Triumph of Love', 'Heat', 'The Traveler', 'Kiss Kiss Bang Bang', 'Tombstone', 'The Replacement Killers', 'Twixt', 'MacGruber', 'Top Gun', 'Wings of Courage', 'Union Square', 'The Real McCoy', 'True Romance', 'The Thaw', 'WiseGirls', 'The Final Cut', 'The Saint', 'Blood Out', 'The Island of Dr. Moreau', 'Red Planet', 'Blind Horizon', 'Spartan', "Romy and Michele's High School Reunion", 'The Doors', 'The Ghost and the Darkness', 'Conspiracy', 'Kill the Irishman', 'The Salton Sea', 'Willow', 'Angels Crest', 'Real Genius', 'Summer of Sam']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   At First Sight --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       At First Sight --[starred_actors]--> Val Kilmer --[No Operation]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.679978
Path Entropy(↓):  1.687116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film leningrad cowboys meet moses were in which genres
Start Entity:     Leningrad Cowboys Meet Moses
Gold Answer:      [['Music', 'Sport', 'Short', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Leningrad Cowboys Meet Moses --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Lights in the Dusk --[has_genre]--> Drama
Path (Raw):       Leningrad Cowboys Meet Moses --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Lights in the Dusk --[has_genre]--> Drama
Neg LogProb(↓):   0.500551
Path Entropy(↓):  1.006077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the here comes the groom director
Start Entity:     Here Comes the Groom
Gold Answer:      [['Larry Kramer', 'Myles Connolly', 'Grace Zaring Stone', 'Howard Lindsay', 'Russel Crouse', 'Joe Dunthorne', 'Joseph Kesselring', 'Jo Swerling', 'Harry Tugend', 'Clarence Budington Kelland', 'Lewis R. Foster', 'Milton Herbert Gropper', 'Sidney Buchman', 'Samuel Hopkins Adams', 'Arnold Schulman', 'Frank Capra', 'Richard Ayoade', 'Damon Runyon', 'Hal Kanter', 'John Meehan', 'Anthony Veiller', 'Robert Riskin', 'Moss Hart', 'George S. Kaufman', 'James Hilton', 'Julius J. Epstein', 'Philip G. Epstein', 'Philip Van Doren Stern']]
Predicted Ans:    Robert Riskin
Predicted Path:   Here Comes the Groom --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[written_by]--> Robert Riskin
Path (Raw):       Here Comes the Groom --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[written_by]--> Robert Riskin
Neg LogProb(↓):   1.805151
Path Entropy(↓):  3.019321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the ritz were released in which years
Start Entity:     The Ritz
Gold Answer:      [['1968', '2000', '1997', '1972', '1961', '1987', '1969', '2007']]
Predicted Ans:    1969
Predicted Path:   The Ritz --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> Marlowe --[release_year]--> 1969
Path (Raw):       The Ritz --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> Marlowe --[release_year]--> 1969
Neg LogProb(↓):   0.223814
Path Entropy(↓):  0.653615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of here and there
Start Entity:     Here and There
Gold Answer:      [['Life with Mikey']]
Predicted Ans:    Life with Mikey
Predicted Path:   Here and There --[starred_actors]--> Cyndi Lauper --[(INV) starred_actors]--> Life with Mikey
Path (Raw):       Here and There --[starred_actors]--> Cyndi Lauper --[No Operation]--> Cyndi Lauper --[(INV) starred_actors]--> Life with Mikey
Neg LogProb(↓):   0.060788
Path Entropy(↓):  0.229484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie smile
Start Entity:     Smile
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Smile --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Smile --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.770036
Path Entropy(↓):  4.315971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of ultraviolet
Start Entity:     Ultraviolet
Gold Answer:      [['Dazed and Confused', 'Return to the Blue Lagoon', 'No Good Deed', 'The Fifth Element', 'Dummy', 'Kuffs', 'Faces in the Crowd', 'Bringing Up Bobby', 'A Perfect Getaway', 'The Fourth Kind', '.45', 'Stone', 'The Million Dollar Hotel', 'The Three Musketeers', 'An American Affair', 'Birth']]
Predicted Ans:    The Fifth Element
Predicted Path:   Ultraviolet --[starred_actors]--> Milla Jovovich --[(INV) starred_actors]--> The Fifth Element
Path (Raw):       Ultraviolet --[starred_actors]--> Milla Jovovich --[No Operation]--> Milla Jovovich --[(INV) starred_actors]--> The Fifth Element
Neg LogProb(↓):   0.359118
Path Entropy(↓):  0.836669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in dark matter
Start Entity:     Dark Matter
Gold Answer:      [['Meryl Streep', 'Aidan Quinn']]
Predicted Ans:    Meryl Streep
Predicted Path:   Dark Matter --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Dancing at Lughnasa --[starred_actors]--> Meryl Streep
Path (Raw):       Dark Matter --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Dancing at Lughnasa --[starred_actors]--> Meryl Streep
Neg LogProb(↓):   0.728732
Path Entropy(↓):  1.339671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in hell to eternity also appears in which movies
Start Entity:     Hell to Eternity
Gold Answer:      [['The Green Berets', 'The Great Locomotive Chase', 'The Searchers', 'Sergeant Rutledge', 'Brainstorm', 'Covert Action', 'Sailor of the King', 'Marooned', 'Once Is Not Enough', 'The True Story of Jesse James', 'A Kiss Before Dying', 'Moon of the Wolf', 'Rich, Young and Pretty']]
Predicted Ans:    Hell to Eternity
Predicted Path:   Hell to Eternity --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Hell to Eternity
Path (Raw):       Hell to Eternity --[starred_actors]--> David Janssen --[No Operation]--> David Janssen --[(INV) starred_actors]--> Hell to Eternity
Neg LogProb(↓):   0.037566
Path Entropy(↓):  0.196778
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by love crime actors
Start Entity:     Love Crime
Gold Answer:      [['Guy de Maupassant', 'Pascal Bruckner', 'Douglas Kennedy', 'Régis Wargnier', 'Christophe Honoré', 'Robert Altman', 'Roman Polanski', 'Claude Miller', 'Evelyn Waugh', 'Warren Adler', 'Catherine Corsini', 'Petru Dumitriu', 'Lucian Pintilie', 'Stephan Elliott', 'Charles Sturridge', 'Sheridan Jobbins', 'Bob Balaban', 'Robert Lepage', 'Francis Veber', 'Saul Dibb', 'Matt Charman', 'Irène Némirovsky', 'Nicolas Winding Refn', 'François Ozon', 'William Boyd', 'Julian Fellowes']]
Predicted Ans:    Régis Wargnier
Predicted Path:   Love Crime --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Man to Man --[written_by]--> Régis Wargnier
Path (Raw):       Love Crime --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Man to Man --[written_by]--> Régis Wargnier
Neg LogProb(↓):   0.100883
Path Entropy(↓):  0.447596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by olivier assayas were released in which years
Start Entity:     Olivier Assayas
Gold Answer:      [['1998', '2008', '2004', '1996', '2014', '2002', '2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Olivier Assayas --[(INV) directed_by]--> Boarding Gate --[release_year]--> 2007
Path (Raw):       Olivier Assayas --[No Operation]--> Olivier Assayas --[(INV) directed_by]--> Boarding Gate --[release_year]--> 2007
Neg LogProb(↓):   1.080300
Path Entropy(↓):  1.578080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jessica barondes were released in which years
Start Entity:     Jessica Barondes
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Jessica Barondes --[(INV) written_by]--> Wish Upon a Star --[release_year]--> 1996
Path (Raw):       Jessica Barondes --[No Operation]--> Jessica Barondes --[(INV) written_by]--> Wish Upon a Star --[release_year]--> 1996
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote fate
Start Entity:     Fate
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Fate --[written_by]--> Zeki Demirkubuz --[(INV) written_by]--> Fate --[has_genre]--> Drama
Path (Raw):       Fate --[written_by]--> Zeki Demirkubuz --[(INV) written_by]--> Fate --[has_genre]--> Drama
Neg LogProb(↓):   0.145736
Path Entropy(↓):  0.499733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of deck the halls also starred in which films
Start Entity:     Deck the Halls
Gold Answer:      [['Screwed', 'Hoffa', 'Drowning Mona', 'Heist', 'Get Shorty', 'Death to Smoochy', 'Twins', 'Inspector Gadget', 'Throw Momma from the Train', 'Romancing the Stone', 'The Stepford Wives', 'Addicted to Love', 'The Good Night', 'Terms of Endearment', 'Diminished Capacity', 'Matilda', 'Finding Amanda', "Other People's Money", 'Living Out Loud', 'Going Ape!', 'The Cable Guy', 'Election', 'Ladyhawke', 'Solitary Man', 'The Producers', 'The Music Man', 'Renaissance Man', 'Tin Men', 'Marie and Bruce', 'Hit and Run', 'Batman Returns', 'Wonderful World', 'Sex and the City', 'Infinity', 'The War of the Roses', 'The Freshman', 'Just Add Water', 'The Rainmaker', 'Torch Song Trilogy', 'Jack the Bear', 'Out on a Limb', 'You Can Count on Me', 'WarGames', "What's the Worst That Could Happen?", 'The Road to Wellville', "Ferris Bueller's Day Off", 'The Tale of Despereaux', 'The Lorax', 'Family Business', 'Glory', 'The Lion King', 'Godzilla', 'The Last Shot', 'Sex and the City 2', 'Biloxi Blues', 'Ruthless People', 'The Jewel of the Nile', 'Max Dugan Returns', 'Wise Guys']]
Predicted Ans:    Election
Predicted Path:   Deck the Halls --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election
Path (Raw):       Deck the Halls --[starred_actors]--> Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Election
Neg LogProb(↓):   1.174076
Path Entropy(↓):  1.714988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by grace miller white were directed by who
Start Entity:     Grace Miller White
Gold Answer:      [['John S. Robertson']]
Predicted Ans:    John S. Robertson
Predicted Path:   Grace Miller White --[(INV) written_by]--> Tess of the Storm Country --[directed_by]--> John S. Robertson
Path (Raw):       Grace Miller White --[No Operation]--> Grace Miller White --[(INV) written_by]--> Tess of the Storm Country --[directed_by]--> John S. Robertson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with breakfast at tiffany's
Start Entity:     Breakfast at Tiffany's
Gold Answer:      [['In Cold Blood', 'Beat the Devil', 'The Grass Harp', 'Children on Their Birthdays']]
Predicted Ans:    Beat the Devil
Predicted Path:   Breakfast at Tiffany's --[written_by]--> Truman Capote --[(INV) written_by]--> Beat the Devil
Path (Raw):       Breakfast at Tiffany's --[written_by]--> Truman Capote --[(INV) written_by]--> Beat the Devil --[No Operation]--> Beat the Devil
Neg LogProb(↓):   0.004018
Path Entropy(↓):  0.029104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by joe nussbaum were in which genres
Start Entity:     Joe Nussbaum
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Joe Nussbaum --[(INV) directed_by]--> Prom --[has_genre]--> Drama
Path (Raw):       Joe Nussbaum --[No Operation]--> Joe Nussbaum --[(INV) directed_by]--> Prom --[has_genre]--> Drama
Neg LogProb(↓):   0.000829
Path Entropy(↓):  0.006708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the lookout director release
Start Entity:     The Lookout
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   The Lookout --[directed_by]--> Scott Frank --[(INV) directed_by]--> A Walk Among the Tombstones --[release_year]--> 2014
Path (Raw):       The Lookout --[directed_by]--> Scott Frank --[(INV) directed_by]--> A Walk Among the Tombstones --[release_year]--> 2014
Neg LogProb(↓):   0.108495
Path Entropy(↓):  0.331833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film my darling clementine
Start Entity:     My Darling Clementine
Gold Answer:      [['Edward Dmytryk', 'John Cromwell', 'Fritz Lang', 'Cecil B. DeMille', 'Vincent McEveety', 'Delmer Daves', 'Leigh Jason', 'John Huston', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Mark Rydell', 'Preston Sturges', 'Richard Quine', 'Nicolas Roeg', 'Rouben Mamoulian', 'Leslie Fenton', 'Ovidio G. Assonitis', 'Richard Thorpe', 'Gottfried Reinhardt', 'Henry Hathaway', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'Henry Koster', 'King Vidor', 'Jack Smight', 'Ken Annakin', 'George Marshall', 'Jim McBride', 'Pupi Avati', 'Melville Shavelson', 'Anthony Mann', 'Franklin J. Schaffner', 'Henry King', 'Hall Bartlett', 'Anatole Litvak', 'Andrew Davis', 'Sergio Leone', 'Wesley Ruggles', 'Paul Newman', 'Joshua Logan', 'Hal Roach', 'Howard Zieff', 'René Clair', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'Fielder Cook', 'Malcolm D. Lee', 'Irving Reis', 'James Goldstone', 'William Wyler', 'Josef von Sternberg', 'Steve Miner', 'Barbet Schroeder', 'George Stevens', 'Joseph L. Mankiewicz', 'Robert Stevenson']]
Predicted Ans:    King Vidor
Predicted Path:   My Darling Clementine --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> War and Peace --[directed_by]--> King Vidor
Path (Raw):       My Darling Clementine --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> War and Peace --[directed_by]--> King Vidor
Neg LogProb(↓):   0.962292
Path Entropy(↓):  1.962341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the good fairy
Start Entity:     The Good Fairy
Gold Answer:      [['Ben-Hur', 'The Heiress', 'Roman Holiday', 'The Little Foxes', 'The Liberation of L.B. Jones', 'Funny Girl', 'The Best Years of Our Lives', 'Dodsworth', 'The Westerner', 'Friendly Persuasion', 'Detective Story', 'These Three', 'Carrie', 'Mrs. Miniver', 'The Collector', 'The Letter', 'Come and Get It', "The Children's Hour", 'The Desperate Hours', 'Counsellor at Law', 'Wuthering Heights', 'The Big Country', 'Jezebel', 'How to Steal a Million']]
Predicted Ans:    The Children's Hour
Predicted Path:   The Good Fairy --[directed_by]--> William Wyler --[(INV) directed_by]--> The Children's Hour
Path (Raw):       The Good Fairy --[No Operation]--> The Good Fairy --[directed_by]--> William Wyler --[(INV) directed_by]--> The Children's Hour
Neg LogProb(↓):   1.705289
Path Entropy(↓):  2.441073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote black dynamite
Start Entity:     Black Dynamite
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Black Dynamite --[written_by]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[release_year]--> 2009
Path (Raw):       Black Dynamite --[written_by]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[release_year]--> 2009
Neg LogProb(↓):   0.133593
Path Entropy(↓):  0.419069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the walker
Start Entity:     The Walker
Gold Answer:      [['Robert Graysmith', 'Michael Gerbosi', 'Alan Ormsby', 'Patricia Hearst', 'Russell Banks', 'Alvin Moscow', 'DeWitt Bodeen', 'Elmore Leonard', 'Harold Pinter', 'Ian McEwan', 'Yoram Kaniuk', 'Paul Schrader', 'Bret Easton Ellis']]
Predicted Ans:    Paul Schrader
Predicted Path:   The Walker --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[written_by]--> Paul Schrader
Path (Raw):       The Walker --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[written_by]--> Paul Schrader
Neg LogProb(↓):   0.030632
Path Entropy(↓):  0.188094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of spinning boris was who
Start Entity:     Spinning Boris
Gold Answer:      [['Roger Spottiswoode']]
Predicted Ans:    Roger Spottiswoode
Predicted Path:   Spinning Boris --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[directed_by]--> Roger Spottiswoode
Path (Raw):       Spinning Boris --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[directed_by]--> Roger Spottiswoode
Neg LogProb(↓):   0.164934
Path Entropy(↓):  0.465680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by neha sharma
Start Entity:     Neha Sharma
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Neha Sharma --[(INV) starred_actors]--> Yamla Pagla Deewana 2 --[has_genre]--> Comedy
Path (Raw):       Neha Sharma --[No Operation]--> Neha Sharma --[(INV) starred_actors]--> Yamla Pagla Deewana 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.007177
Path Entropy(↓):  0.042458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did e. l. doctorow write
Start Entity:     E.L. Doctorow
Gold Answer:      [['Billy Bathgate']]
Predicted Ans:    Billy Bathgate
Predicted Path:   E.L. Doctorow --[(INV) written_by]--> Billy Bathgate --[written_by]--> E.L. Doctorow --[(INV) written_by]--> Billy Bathgate
Path (Raw):       E.L. Doctorow --[(INV) written_by]--> Billy Bathgate --[written_by]--> E.L. Doctorow --[(INV) written_by]--> Billy Bathgate
Neg LogProb(↓):   0.010301
Path Entropy(↓):  0.057141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by lieven debrauwer released
Start Entity:     Lieven Debrauwer
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Lieven Debrauwer --[(INV) written_by]--> Pauline and Paulette --[release_year]--> 2001
Path (Raw):       Lieven Debrauwer --[No Operation]--> Lieven Debrauwer --[(INV) written_by]--> Pauline and Paulette --[release_year]--> 2001
Neg LogProb(↓):   0.000385
Path Entropy(↓):  0.003412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by young tom edison actors
Start Entity:     Young Tom Edison
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Young Tom Edison --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Path (Raw):       Young Tom Edison --[starred_actors]--> Mickey Rooney --[(INV) starred_actors]--> Boys Town --[has_genre]--> Drama
Neg LogProb(↓):   0.936431
Path Entropy(↓):  1.441886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by charles kaufman
Start Entity:     Charles Kaufman
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[has_genre]--> Drama
Path (Raw):       Charles Kaufman --[No Operation]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[has_genre]--> Drama
Neg LogProb(↓):   0.003534
Path Entropy(↓):  0.023442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of clean, shaven
Start Entity:     Clean, Shaven
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Clean, Shaven --[directed_by]--> Lodge Kerrigan --[(INV) directed_by]--> Claire Dolan --[in_language]--> French
Path (Raw):       Clean, Shaven --[directed_by]--> Lodge Kerrigan --[(INV) directed_by]--> Claire Dolan --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by adrien brody
Start Entity:     Adrien Brody
Gold Answer:      [['Oliver Hirschbiegel', 'Mickey Rourke', 'Greg Pritikin', 'Spike Lee', 'Merian C. Cooper', 'Ruth Rose', 'Roman Coppola', 'Rian Johnson', 'Wes Anderson', 'Jason Schwartzman', 'Vincenzo Natali', 'Edgar Wallace', 'James Ashmore Creelman', 'Ronald Harwood', 'Neal Cassady', 'Christopher Dodd', 'Dario Argento', 'John Stalberg', 'Richard Shepard', 'Lorenzo Semple Jr.', 'Bruce Rubenstein', 'Eric Bross', 'Tom Cudworth', 'Peter Jackson']]
Predicted Ans:    Ronald Harwood
Predicted Path:   Adrien Brody --[(INV) starred_actors]--> The Pianist --[written_by]--> Ronald Harwood
Path (Raw):       Adrien Brody --[No Operation]--> Adrien Brody --[(INV) starred_actors]--> The Pianist --[written_by]--> Ronald Harwood
Neg LogProb(↓):   0.747657
Path Entropy(↓):  1.570087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie lassie come home
Start Entity:     Lassie Come Home
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Lassie Come Home --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Lassie Come Home --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.147146
Path Entropy(↓):  0.407169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the fury
Start Entity:     The Fury
Gold Answer:      [['Charles Durning', 'John Cassavetes', 'Carrie Snodgress', 'Kirk Douglas']]
Predicted Ans:    Charles Durning
Predicted Path:   The Fury --[starred_actors]--> Charles Durning --[(INV) starred_actors]--> Sisters --[starred_actors]--> Charles Durning
Path (Raw):       The Fury --[starred_actors]--> Charles Durning --[(INV) starred_actors]--> Sisters --[starred_actors]--> Charles Durning
Neg LogProb(↓):   0.415195
Path Entropy(↓):  0.931748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of saturday night fever
Start Entity:     Saturday Night Fever
Gold Answer:      [['John Badham']]
Predicted Ans:    John Badham
Predicted Path:   Saturday Night Fever --[directed_by]--> John Badham --[(INV) directed_by]--> Point of No Return --[directed_by]--> John Badham
Path (Raw):       Saturday Night Fever --[directed_by]--> John Badham --[(INV) directed_by]--> Point of No Return --[directed_by]--> John Badham
Neg LogProb(↓):   0.251791
Path Entropy(↓):  0.715551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for searching for sugar man
Start Entity:     Searching for Sugar Man
Gold Answer:      [['Malik Bendjelloul']]
Predicted Ans:    Malik Bendjelloul
Predicted Path:   Searching for Sugar Man --[directed_by]--> Malik Bendjelloul --[(INV) directed_by]--> Searching for Sugar Man --[directed_by]--> Malik Bendjelloul
Path (Raw):       Searching for Sugar Man --[directed_by]--> Malik Bendjelloul --[(INV) directed_by]--> Searching for Sugar Man --[directed_by]--> Malik Bendjelloul
Neg LogProb(↓):   0.001637
Path Entropy(↓):  0.013640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the score director release
Start Entity:     The Score
Gold Answer:      [['1988', '1995', '1975', '2010', '1991', '1982', '2004', '1999', '1986', '1984', '2007']]
Predicted Ans:    2004
Predicted Path:   The Score --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives --[release_year]--> 2004
Path (Raw):       The Score --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives --[release_year]--> 2004
Neg LogProb(↓):   1.248395
Path Entropy(↓):  2.017844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the triumph of love
Start Entity:     The Triumph of Love
Gold Answer:      [['fiona shaw', '18th century']]
Predicted Ans:    fiona shaw
Predicted Path:   The Triumph of Love --[has_tags]--> fiona shaw --[(INV) has_tags]--> The Triumph of Love --[has_tags]--> fiona shaw
Path (Raw):       The Triumph of Love --[has_tags]--> fiona shaw --[(INV) has_tags]--> The Triumph of Love --[has_tags]--> fiona shaw
Neg LogProb(↓):   0.175450
Path Entropy(↓):  0.441208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the machine girl
Start Entity:     The Machine Girl
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Machine Girl --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       The Machine Girl --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   2.085197
Path Entropy(↓):  3.271107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of ruggles of red gap also directed which films
Start Entity:     Ruggles of Red Gap
Gold Answer:      [['Love Affair', 'Once Upon a Honeymoon', 'My Son John', 'Going My Way', 'Duck Soup', 'An Affair to Remember', 'The Awful Truth', 'The Milky Way', 'Six of a Kind', 'Satan Never Sleeps', "The Bells of St. Mary's", 'Belle of the Nineties', "Rally 'Round the Flag, Boys!", 'Make Way for Tomorrow']]
Predicted Ans:    The Milky Way
Predicted Path:   Ruggles of Red Gap --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Milky Way
Path (Raw):       Ruggles of Red Gap --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Milky Way --[No Operation]--> The Milky Way
Neg LogProb(↓):   1.223777
Path Entropy(↓):  1.924249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by ellen glasgow were directed by who
Start Entity:     Ellen Glasgow
Gold Answer:      [['John Huston']]
Predicted Ans:    John Huston
Predicted Path:   Ellen Glasgow --[(INV) written_by]--> In This Our Life --[directed_by]--> John Huston
Path (Raw):       Ellen Glasgow --[No Operation]--> Ellen Glasgow --[(INV) written_by]--> In This Our Life --[directed_by]--> John Huston
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie about last night
Start Entity:     About Last Night
Gold Answer:      [['Pat Proft', 'Jeremy Garelick', 'James McBride', 'Ian Roberts', 'Jay Martel', 'Gil Brewer', 'Etan Cohen', 'Mario Van Peebles', 'Melvin Van Peebles', 'Phil Hay', 'Matt Manfredi', 'Greg Coolidge', 'Jason Mantzoukas', 'Gabriel Casseus', 'Jim Abrahams', 'Fax Bahr', 'Adam Small', 'Jamie Kennedy', 'Craig Mazin', 'John Luessenhop', 'Avery Duff', 'Peter Allen']]
Predicted Ans:    Jay Martel
Predicted Path:   About Last Night --[starred_actors]--> Kevin Hart --[(INV) starred_actors]--> Get Hard --[written_by]--> Jay Martel
Path (Raw):       About Last Night --[starred_actors]--> Kevin Hart --[(INV) starred_actors]--> Get Hard --[written_by]--> Jay Martel
Neg LogProb(↓):   0.507013
Path Entropy(↓):  1.004999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by joaquim leitao were in which languages
Start Entity:     Joaquim Leitão
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Joaquim Leitão --[(INV) directed_by]--> Tentação --[in_language]--> Portuguese
Path (Raw):       Joaquim Leitão --[No Operation]--> Joaquim Leitão --[(INV) directed_by]--> Tentação --[in_language]--> Portuguese
Neg LogProb(↓):   0.029334
Path Entropy(↓):  0.130928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film confession are directed by who
Start Entity:     Confession
Gold Answer:      [['Walter Hill', 'George Cukor', 'Edmund Goulding', 'William Dieterle', 'Rodney Gibbons', 'Tay Garnett', 'Michael Hoffman', 'Rouben Mamoulian', 'Norman Panama', 'Nick Grinde', 'John Ford', 'Frank Lloyd', 'Terence Fisher', 'Curtis Harrington', 'Lionel Barrymore', 'Michael Curtiz', 'George Sidney', 'Howard Hawks', 'Max Reinhardt', 'Ernst Lubitsch', 'Stephan Elliott', 'Mitchell Leisen', 'William C. de Mille', 'John Sturges', 'William Keighley', 'Alfred Hitchcock', 'Melvin Frank', 'Jack Conway', 'Peter Hall', 'Lloyd Bacon', 'Tamra Davis', 'Rowland V. Lee', 'Sidney Lanfield', 'Norman Z. McLeod', 'Richard Boleslawski', 'Brian De Palma', 'Roy William Neill']]
Predicted Ans:    Howard Hawks
Predicted Path:   Confession --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Path (Raw):       Confession --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.884163
Path Entropy(↓):  1.401310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robert coote were directed by who
Start Entity:     Robert Coote
Gold Answer:      [['Stuart Burge', 'Oliver Parker', 'Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   Robert Coote --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Path (Raw):       Robert Coote --[No Operation]--> Robert Coote --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.055503
Path Entropy(↓):  0.225429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the lone ranger and the lost city of gold
Start Entity:     The Lone Ranger and the Lost City of Gold
Gold Answer:      [['William Nigh', 'Gore Verbinski']]
Predicted Ans:    William Nigh
Predicted Path:   The Lone Ranger and the Lost City of Gold --[starred_actors]--> Clayton Moore --[(INV) starred_actors]--> Black Dragons --[directed_by]--> William Nigh
Path (Raw):       The Lone Ranger and the Lost City of Gold --[starred_actors]--> Clayton Moore --[(INV) starred_actors]--> Black Dragons --[directed_by]--> William Nigh
Neg LogProb(↓):   0.070699
Path Entropy(↓):  0.263766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of william zabka acted films
Start Entity:     William Zabka
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   William Zabka --[(INV) starred_actors]--> Python --[release_year]--> 2000
Path (Raw):       William Zabka --[No Operation]--> William Zabka --[(INV) starred_actors]--> Python --[release_year]--> 2000
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the cobbler also wrote movies
Start Entity:     The Cobbler
Gold Answer:      [['The Station Agent', 'The Visitor', 'Win Win']]
Predicted Ans:    The Visitor
Predicted Path:   The Cobbler --[written_by]--> Thomas McCarthy --[(INV) written_by]--> The Visitor
Path (Raw):       The Cobbler --[written_by]--> Thomas McCarthy --[(INV) written_by]--> The Visitor --[No Operation]--> The Visitor
Neg LogProb(↓):   0.027188
Path Entropy(↓):  0.151132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with cordelia drexel biddle
Start Entity:     Cordelia Drexel Biddle
Gold Answer:      [['AJ Carothers']]
Predicted Ans:    AJ Carothers
Predicted Path:   Cordelia Drexel Biddle --[(INV) written_by]--> The Happiest Millionaire --[written_by]--> AJ Carothers
Path (Raw):       Cordelia Drexel Biddle --[No Operation]--> Cordelia Drexel Biddle --[(INV) written_by]--> The Happiest Millionaire --[written_by]--> AJ Carothers
Neg LogProb(↓):   0.028312
Path Entropy(↓):  0.127419
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of stephen galaida starred movies
Start Entity:     Stephen Galaida
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Stephen Galaida --[(INV) starred_actors]--> Puzzlehead --[release_year]--> 2005
Path (Raw):       Stephen Galaida --[No Operation]--> Stephen Galaida --[(INV) starred_actors]--> Puzzlehead --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed suspiria
Start Entity:     Suspiria
Gold Answer:      [['Adrien Brody', 'Ian Charleson', 'Cristina Marsillach', 'Asia Argento', 'Daria Nicolodi', 'Urbano Barberini', 'David Hemmings', 'Irene Miracle', 'Adrienne Barbeau', 'Robert Ryan', 'Rhonda Fleming', 'Thomas Kretschmann', 'Leigh McCloskey', 'Eleonora Giorgi', 'Jennifer Connelly', 'Stefania Rocca', 'Liam Cunningham']]
Predicted Ans:    Adrien Brody
Predicted Path:   Suspiria --[directed_by]--> Dario Argento --[(INV) directed_by]--> Giallo --[starred_actors]--> Adrien Brody
Path (Raw):       Suspiria --[directed_by]--> Dario Argento --[(INV) directed_by]--> Giallo --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.902004
Path Entropy(↓):  1.364958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by paul gross were released in which years
Start Entity:     Paul Gross
Gold Answer:      [['2008', '2002']]
Predicted Ans:    2008
Predicted Path:   Paul Gross --[(INV) written_by]--> Passchendaele --[release_year]--> 2008
Path (Raw):       Paul Gross --[No Operation]--> Paul Gross --[(INV) written_by]--> Passchendaele --[release_year]--> 2008
Neg LogProb(↓):   0.089964
Path Entropy(↓):  0.293272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by jerome robbins fall under
Start Entity:     Jerome Robbins
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Jerome Robbins --[(INV) written_by]--> West Side Story --[has_genre]--> Drama
Path (Raw):       Jerome Robbins --[No Operation]--> Jerome Robbins --[(INV) written_by]--> West Side Story --[has_genre]--> Drama
Neg LogProb(↓):   0.049567
Path Entropy(↓):  0.196381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film the queen
Start Entity:     The Queen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Queen --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Queen --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.274378
Path Entropy(↓):  4.571326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote earth days
Start Entity:     Earth Days
Gold Answer:      [['Joanne Woodward', 'Laurence Harvey', 'Nick Nolte', 'Paul Newman', 'Anthony Perkins']]
Predicted Ans:    Paul Newman
Predicted Path:   Earth Days --[written_by]--> Robert Stone --[(INV) written_by]--> WUSA --[starred_actors]--> Paul Newman
Path (Raw):       Earth Days --[written_by]--> Robert Stone --[(INV) written_by]--> WUSA --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.003000
Path Entropy(↓):  0.022682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by harry kleiner were released in which years
Start Entity:     Harry Kleiner
Gold Answer:      [['1954', '1968', '1955', '1966']]
Predicted Ans:    1966
Predicted Path:   Harry Kleiner --[(INV) written_by]--> Fantastic Voyage --[release_year]--> 1966
Path (Raw):       Harry Kleiner --[No Operation]--> Harry Kleiner --[(INV) written_by]--> Fantastic Voyage --[release_year]--> 1966
Neg LogProb(↓):   0.183110
Path Entropy(↓):  0.609164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by richard todd were released in which years
Start Entity:     Richard Todd
Gold Answer:      [['1949', '1950', '1951', '2014', '1955', '1958']]
Predicted Ans:    2014
Predicted Path:   Richard Todd --[(INV) starred_actors]--> Stage Fright --[release_year]--> 2014
Path (Raw):       Richard Todd --[No Operation]--> Richard Todd --[(INV) starred_actors]--> Stage Fright --[release_year]--> 2014
Neg LogProb(↓):   0.594717
Path Entropy(↓):  1.496699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by delphine de vigan in
Start Entity:     Delphine de Vigan
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Delphine de Vigan --[(INV) written_by]--> You Will Be My Son --[in_language]--> French
Path (Raw):       Delphine de Vigan --[No Operation]--> Delphine de Vigan --[(INV) written_by]--> You Will Be My Son --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film mon oncle antoine
Start Entity:     Mon oncle Antoine
Gold Answer:      [['Claude Jutra', 'Clément Perron']]
Predicted Ans:    Claude Jutra
Predicted Path:   Mon oncle Antoine --[written_by]--> Claude Jutra --[(INV) written_by]--> Mon oncle Antoine --[written_by]--> Claude Jutra
Path (Raw):       Mon oncle Antoine --[written_by]--> Claude Jutra --[(INV) written_by]--> Mon oncle Antoine --[written_by]--> Claude Jutra
Neg LogProb(↓):   0.084728
Path Entropy(↓):  0.332713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by vikramaditya motwane in
Start Entity:     Vikramaditya Motwane
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Vikramaditya Motwane --[(INV) directed_by]--> Udaan --[has_genre]--> Drama
Path (Raw):       Vikramaditya Motwane --[No Operation]--> Vikramaditya Motwane --[(INV) directed_by]--> Udaan --[has_genre]--> Drama
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of robert f. hill
Start Entity:     Robert F. Hill
Gold Answer:      [['Edgar Rice Burroughs', 'Lillian Valentine']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   Robert F. Hill --[(INV) written_by]--> The Adventures of Tarzan --[written_by]--> Edgar Rice Burroughs
Path (Raw):       Robert F. Hill --[No Operation]--> Robert F. Hill --[(INV) written_by]--> The Adventures of Tarzan --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   0.424168
Path Entropy(↓):  0.936077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of a midsummer night's dream
Start Entity:     A Midsummer Night's Dream
Gold Answer:      [['Margaret Rutherford', 'Jim Broadbent', 'Annette Bening', 'Anthony Hopkins', 'Francesca Annis', 'Jon Finch', 'Gena Rowlands', 'Jeanne Moreau', 'Alan Bates', 'Ethan Hawke', 'Martin Sheen', 'Bette Davis', 'Kiefer Sutherland', 'Susan Sarandon', 'Kyle MacLachlan', 'Richard Burton', 'Peter Boyle', 'John Turturro', 'Jim Mason', 'Charles Clary', 'Doris Pawn', 'David Tennant', 'Cedric Hardwicke', 'John Cassavetes', 'Shraddha Kapoor', 'Diane Venora', 'Daniel Wu', 'Laurence Fishburne', 'Clark Gregg', 'Marianne Faithfull', 'Lon Chaney', 'Irène Jacob', 'Norma Shearer', 'Lilyan Tashman', 'Helen Twelvetrees', 'Judy Parfitt', 'Derek Jacobi', 'Maggie Smith', 'James Mason', 'Heathcote Williams', 'Andrew Keegan', 'Meg Ryan', 'Nicol Williamson', 'Bryce Dallas Howard', 'Brian Blessed', 'Ralph Fiennes', 'Kenneth Branagh', 'Sam Shepard', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Shahid Kapoor', 'James Hall', 'Ian McKellen', 'Matt Damon', 'Paul Scofield', 'Leonardo DiCaprio', 'Claire Danes', 'Laurence Olivier', 'Patrick Stewart', 'Mekhi Phifer', 'Alicia Silverstone', 'Leslie Howard', 'Mel Gibson', 'Helen Mirren', 'Richard Attenborough', 'John Gielgud', 'Kate Beckinsale', 'Marlon Brando', 'Elizabeth Taylor', 'Olivia Hussey', 'Glenn Close', 'Leonard Whiting', 'Louis Calhern', 'Frank Finlay', 'Joyce Redman', 'Robert Coote', 'Micheál MacLiammóir', 'Suzanne Cloutier', 'Robert Downey Jr.', 'Tabu', 'Kay Kay Menon', 'Penny Downie', 'Oliver Ford Davies', 'Christopher Plummer', 'Dennis Farina', 'Josh Hartnett', 'Deanna Durbin', 'Orson Welles', 'Leopold Stokowski']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   A Midsummer Night's Dream --[written_by]--> William Shakespeare --[(INV) written_by]--> Henry V --[starred_actors]--> Kenneth Branagh
Path (Raw):       A Midsummer Night's Dream --[written_by]--> William Shakespeare --[(INV) written_by]--> Henry V --[starred_actors]--> Kenneth Branagh
Neg LogProb(↓):   2.262820
Path Entropy(↓):  3.171871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by trinidad silva
Start Entity:     Trinidad Silva
Gold Answer:      [['Robert M. Young']]
Predicted Ans:    Robert M. Young
Predicted Path:   Trinidad Silva --[(INV) starred_actors]--> Alambrista! --[written_by]--> Robert M. Young
Path (Raw):       Trinidad Silva --[No Operation]--> Trinidad Silva --[(INV) starred_actors]--> Alambrista! --[written_by]--> Robert M. Young
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the fifth musketeer
Start Entity:     The Fifth Musketeer
Gold Answer:      [['Walter Hill', 'Daniel Mann', 'Cecil B. DeMille', 'Lew Landers', 'Shekhar Kapur', 'Megan Griffiths', 'Lewis Allen', 'Joachim Lafosse', 'Jean Negulesco', 'Martin Campbell', 'Just Jaeckin', 'Otto Preminger', 'John M. Stahl', 'Robert Aldrich', 'Martin Ritt', 'Rowdy Herrington', 'Don Sharp', 'Douglas Sirk', 'Larry Peerce', 'Hal Ashby', 'John Moore', 'Steve Kloves', 'Elio Petri', 'Tony Richardson', 'John Guillermin', 'Michael Hofmann', 'Eric Steven Stahl', 'Charles Vidor', 'Robert Day', 'Cornel Wilde', 'Kevin Bacon', 'Jonathan Kaplan', 'Zoltan Korda', 'Michael Ritchie']]
Predicted Ans:    Eric Steven Stahl
Predicted Path:   The Fifth Musketeer --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[directed_by]--> Eric Steven Stahl
Path (Raw):       The Fifth Musketeer --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[directed_by]--> Eric Steven Stahl
Neg LogProb(↓):   1.061307
Path Entropy(↓):  2.358621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the condemned
Start Entity:     The Condemned
Gold Answer:      [['2000']]
Predicted Ans:    2007
Predicted Path:   The Condemned --[written_by]--> Scott Wiper --[(INV) written_by]--> The Condemned --[release_year]--> 2007
Path (Raw):       The Condemned --[written_by]--> Scott Wiper --[(INV) written_by]--> The Condemned --[release_year]--> 2007
Neg LogProb(↓):   0.384947
Path Entropy(↓):  0.626502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film body snatchers
Start Entity:     Body Snatchers
Gold Answer:      [['Abel Ferrara', 'Zoë Lund', 'Elmore Leonard', 'Nicholas St. John', 'William Gibson']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Body Snatchers --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Welcome to New York --[written_by]--> Abel Ferrara
Path (Raw):       Body Snatchers --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Welcome to New York --[written_by]--> Abel Ferrara
Neg LogProb(↓):   0.783358
Path Entropy(↓):  1.613064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with donnie brasco in
Start Entity:     Donnie Brasco
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Donnie Brasco --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera --[in_language]--> English
Path (Raw):       Donnie Brasco --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera --[in_language]--> English
Neg LogProb(↓):   0.011258
Path Entropy(↓):  0.078689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in heavy
Start Entity:     Heavy
Gold Answer:      [['George Cukor', 'Matthew Chapman', 'Paul Mazursky', 'Bryan Bertino', 'Adrian Lyne', 'Martha Fiennes', 'Guy Green', 'Mike Binder', 'Louis Leterrier', 'Ovidio G. Assonitis', 'Robert Altman', 'Giuseppe Tornatore', 'Robert Mitchum', 'Stanley Kubrick', 'Henry Jaglom', 'Charles Laughton', 'Michael Bay', 'Boris Sagal', 'Anthony Mann', 'John Carpenter', 'David Cronenberg', 'John Berry', 'Roger Corman', 'James Gunn', 'Anthony B. Richmond', 'George Stevens']]
Predicted Ans:    Giuseppe Tornatore
Predicted Path:   Heavy --[starred_actors]--> Pruitt Taylor Vince --[(INV) starred_actors]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Path (Raw):       Heavy --[starred_actors]--> Pruitt Taylor Vince --[(INV) starred_actors]--> The Legend of 1900 --[directed_by]--> Giuseppe Tornatore
Neg LogProb(↓):   0.092890
Path Entropy(↓):  0.306942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of kangaroo jack
Start Entity:     Kangaroo Jack
Gold Answer:      [['Coyote Ugly']]
Predicted Ans:    Kangaroo Jack
Predicted Path:   Kangaroo Jack --[directed_by]--> David McNally --[(INV) directed_by]--> Kangaroo Jack
Path (Raw):       Kangaroo Jack --[No Operation]--> Kangaroo Jack --[directed_by]--> David McNally --[(INV) directed_by]--> Kangaroo Jack
Neg LogProb(↓):   0.006804
Path Entropy(↓):  0.040637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie omar killed me
Start Entity:     Omar Killed Me
Gold Answer:      [['2010', '2006', '2007', '1944']]
Predicted Ans:    2007
Predicted Path:   Omar Killed Me --[starred_actors]--> Sami Bouajila --[(INV) starred_actors]--> The Witnesses --[release_year]--> 2007
Path (Raw):       Omar Killed Me --[starred_actors]--> Sami Bouajila --[(INV) starred_actors]--> The Witnesses --[release_year]--> 2007
Neg LogProb(↓):   0.707335
Path Entropy(↓):  0.941433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by robert harari
Start Entity:     Robert Harari
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Robert Harari --[(INV) written_by]--> A Foreign Affair --[release_year]--> 1948
Path (Raw):       Robert Harari --[No Operation]--> Robert Harari --[(INV) written_by]--> A Foreign Affair --[release_year]--> 1948
Neg LogProb(↓):   0.000145
Path Entropy(↓):  0.001427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by zach braff were released in which years
Start Entity:     Zach Braff
Gold Answer:      [['2001', '2010', '2004', '2006', '2014']]
Predicted Ans:    2001
Predicted Path:   Zach Braff --[(INV) starred_actors]--> The Last Kiss --[release_year]--> 2001
Path (Raw):       Zach Braff --[No Operation]--> Zach Braff --[(INV) starred_actors]--> The Last Kiss --[release_year]--> 2001
Neg LogProb(↓):   0.283737
Path Entropy(↓):  0.608332
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jon foo were released in which years
Start Entity:     Jon Foo
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Jon Foo --[(INV) starred_actors]--> Tekken --[release_year]--> 2010
Path (Raw):       Jon Foo --[No Operation]--> Jon Foo --[(INV) starred_actors]--> Tekken --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie sprung were released in which years
Start Entity:     Sprung
Gold Answer:      [['1995', '2013']]
Predicted Ans:    2013
Predicted Path:   Sprung --[directed_by]--> Rusty Cundieff --[(INV) directed_by]--> Movie 43 --[release_year]--> 2013
Path (Raw):       Sprung --[directed_by]--> Rusty Cundieff --[(INV) directed_by]--> Movie 43 --[release_year]--> 2013
Neg LogProb(↓):   0.042929
Path Entropy(↓):  0.192767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by damon dash starred who
Start Entity:     Damon Dash
Gold Answer:      [['Beanie Sigel']]
Predicted Ans:    Beanie Sigel
Predicted Path:   Damon Dash --[(INV) written_by]--> State Property 2 --[starred_actors]--> Beanie Sigel
Path (Raw):       Damon Dash --[No Operation]--> Damon Dash --[(INV) written_by]--> State Property 2 --[starred_actors]--> Beanie Sigel
Neg LogProb(↓):   0.000118
Path Entropy(↓):  0.001273
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote boyhood
Start Entity:     Boyhood
Gold Answer:      [['Keanu Reeves', 'Milla Jovovich', 'Shirley MacLaine', 'Joey Lauren Adams', 'Ethan Hawke', 'Matthew McConaughey', 'Albert Dupontel', 'Julie Delpy', 'Richard Linklater', 'Jack Black', 'Jason London']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Boyhood --[written_by]--> Richard Linklater --[(INV) written_by]--> A Scanner Darkly --[starred_actors]--> Keanu Reeves
Path (Raw):       Boyhood --[written_by]--> Richard Linklater --[(INV) written_by]--> A Scanner Darkly --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.080061
Path Entropy(↓):  0.364084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of my blueberry nights also starred in which movies
Start Entity:     My Blueberry Nights
Gold Answer:      [['Sherlock Holmes', 'Enemy at the Gates', 'Alfie', 'Repo Men', 'Music from Another Room', 'The Holiday', "All the King's Men", 'The Talented Mr. Ripley', 'Breaking and Entering', 'Sky Captain and the World of Tomorrow', 'Sleuth', 'Black Sea', 'Closer', 'Cold Mountain', 'Shopping', 'Rise of the Guardians', 'Dom Hemingway']]
Predicted Ans:    Repo Men
Predicted Path:   My Blueberry Nights --[starred_actors]--> Jude Law --[(INV) starred_actors]--> Repo Men
Path (Raw):       My Blueberry Nights --[starred_actors]--> Jude Law --[No Operation]--> Jude Law --[(INV) starred_actors]--> Repo Men
Neg LogProb(↓):   0.328237
Path Entropy(↓):  1.006466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film house of usher released
Start Entity:     House of Usher
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   House of Usher --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       House of Usher --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   1.790360
Path Entropy(↓):  3.925334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of son of dracula starred who
Start Entity:     Son of Dracula
Gold Answer:      [['Dean Harens', 'Aleksandr Gordon', 'Sabu', 'Jon Hall', 'Maria Montez', 'Gregory Peck', 'Barbara Stanwyck', "Edmond O'Brien", 'Ella Raines', 'Charles Laughton', 'Lee Marvin', 'Angie Dickinson', 'Clu Gulager', 'Olivia de Havilland', 'Wendell Corey', 'John Cassavetes', 'Walter Huston', 'Lew Ayres', 'Melvyn Douglas', 'Stanley Ridges', 'Burt Lancaster', 'Gene Kelly', 'Deanna Durbin', 'Ava Gardner', 'Richard Whorf']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Son of Dracula --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[starred_actors]--> Burt Lancaster
Path (Raw):       Son of Dracula --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.260178
Path Entropy(↓):  0.913887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed darling
Start Entity:     Darling
Gold Answer:      [['1993', '1985', '1967', '1979', '1963', '2010', '1995', '1976', '1971', '1990', '1996', '1981', '2013', '1962', '1988', '2000', '1975', '1987', '1969']]
Predicted Ans:    1965
Predicted Path:   Darling --[directed_by]--> Johan Kling --[(INV) directed_by]--> Darling --[release_year]--> 1965
Path (Raw):       Darling --[directed_by]--> Johan Kling --[(INV) directed_by]--> Darling --[release_year]--> 1965
Neg LogProb(↓):   0.671504
Path Entropy(↓):  1.201996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by florinda bolkan release
Start Entity:     Florinda Bolkan
Gold Answer:      [['1971', '1970', '1975']]
Predicted Ans:    1970
Predicted Path:   Florinda Bolkan --[(INV) starred_actors]--> Investigation of a Citizen Above Suspicion --[release_year]--> 1970
Path (Raw):       Florinda Bolkan --[No Operation]--> Florinda Bolkan --[(INV) starred_actors]--> Investigation of a Citizen Above Suspicion --[release_year]--> 1970
Neg LogProb(↓):   0.367080
Path Entropy(↓):  0.829484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by michele lee were released in which years
Start Entity:     Michele Lee
Gold Answer:      [['1968', '1967']]
Predicted Ans:    1967
Predicted Path:   Michele Lee --[(INV) starred_actors]--> How to Succeed in Business Without Really Trying --[release_year]--> 1967
Path (Raw):       Michele Lee --[No Operation]--> Michele Lee --[(INV) starred_actors]--> How to Succeed in Business Without Really Trying --[release_year]--> 1967
Neg LogProb(↓):   0.201420
Path Entropy(↓):  0.475060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by joseph sargent
Start Entity:     Joseph Sargent
Gold Answer:      [['1983', '1980', '1970', '2007', '1972', '1990', '2005', '1989', '1973', '1979', '1974', '1977']]
Predicted Ans:    1974
Predicted Path:   Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[release_year]--> 1974
Path (Raw):       Joseph Sargent --[No Operation]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[release_year]--> 1974
Neg LogProb(↓):   1.244727
Path Entropy(↓):  1.914665
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of polly of the circus
Start Entity:     Polly of the Circus
Gold Answer:      [['Dancing Lady', 'Night Nurse', 'Wife vs. Secretary', 'After Office Hours', 'No Man of Her Own', 'Manhattan Melodrama', 'Soldier of Fortune', 'Command Decision', 'The Hucksters', 'Any Number Can Play', 'Mogambo', 'Betrayed', 'Test Pilot', 'Red Dust', 'The Patsy', 'San Francisco', 'It Happened One Night', 'China Seas', 'The Tall Men', 'Going Hollywood', 'Forsaking All Others', 'The Misfits', 'Too Hot to Handle', 'Page Miss Glory', 'The King and Four Queens', 'Boom Town', 'But Not for Me', 'Across the Wide Missouri', 'The Call of the Wild', 'Hearts Divided', "Teacher's Pet", 'Operator 13', 'Saratoga', 'Strange Cargo', 'A Free Soul', 'Five and Ten', 'Night Flight', 'Possessed', 'Mutiny on the Bounty', "Peg o' My Heart", 'Cain and Mabel', "Idiot's Delight", 'It Started in Naples', 'Comrade X']]
Predicted Ans:    Possessed
Predicted Path:   Polly of the Circus --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Possessed
Path (Raw):       Polly of the Circus --[starred_actors]--> Clark Gable --[No Operation]--> Clark Gable --[(INV) starred_actors]--> Possessed
Neg LogProb(↓):   1.018380
Path Entropy(↓):  1.808709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote border incident
Start Entity:     Border Incident
Gold Answer:      [['1957', '1956']]
Predicted Ans:    1949
Predicted Path:   Border Incident --[written_by]--> John C. Higgins --[(INV) written_by]--> Border Incident --[release_year]--> 1949
Path (Raw):       Border Incident --[written_by]--> John C. Higgins --[(INV) written_by]--> Border Incident --[release_year]--> 1949
Neg LogProb(↓):   0.065097
Path Entropy(↓):  0.249196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre of film is harry potter and the half - blood prince
Start Entity:     Harry Potter and the Half-Blood Prince
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Harry Potter and the Half-Blood Prince --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Harry Potter and the Half-Blood Prince --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.746511
Path Entropy(↓):  1.349770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed blackboards
Start Entity:     Blackboards
Gold Answer:      [['Samira Makhmalbaf', 'Menahem Golan', 'Mohsen Makhmalbaf']]
Predicted Ans:    Menahem Golan
Predicted Path:   Blackboards --[directed_by]--> Samira Makhmalbaf --[(INV) directed_by]--> The Apple --[written_by]--> Menahem Golan
Path (Raw):       Blackboards --[directed_by]--> Samira Makhmalbaf --[(INV) directed_by]--> The Apple --[written_by]--> Menahem Golan
Neg LogProb(↓):   0.616895
Path Entropy(↓):  0.855309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by christopher logue
Start Entity:     Christopher Logue
Gold Answer:      [['Ken Russell']]
Predicted Ans:    Ken Russell
Predicted Path:   Christopher Logue --[(INV) written_by]--> Savage Messiah --[directed_by]--> Ken Russell
Path (Raw):       Christopher Logue --[No Operation]--> Christopher Logue --[(INV) written_by]--> Savage Messiah --[directed_by]--> Ken Russell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed life, and nothing more...
Start Entity:     Life, and Nothing More...
Gold Answer:      [['Joseph C. Muscat', 'Ermanno Olmi', 'Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Life, and Nothing More... --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[written_by]--> Abbas Kiarostami
Path (Raw):       Life, and Nothing More... --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[written_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.234799
Path Entropy(↓):  0.747030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with shampoo in
Start Entity:     Shampoo
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Shampoo --[written_by]--> Robert Towne --[(INV) written_by]--> The Tomb of Ligeia --[in_language]--> English
Path (Raw):       Shampoo --[written_by]--> Robert Towne --[(INV) written_by]--> The Tomb of Ligeia --[in_language]--> English
Neg LogProb(↓):   0.002296
Path Entropy(↓):  0.016280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of our vines have tender grapes
Start Entity:     Our Vines Have Tender Grapes
Gold Answer:      [['Rogue Cop', 'A Stranger in Town', 'Excuse My Dust']]
Predicted Ans:    Rogue Cop
Predicted Path:   Our Vines Have Tender Grapes --[directed_by]--> Roy Rowland --[(INV) directed_by]--> Rogue Cop
Path (Raw):       Our Vines Have Tender Grapes --[No Operation]--> Our Vines Have Tender Grapes --[directed_by]--> Roy Rowland --[(INV) directed_by]--> Rogue Cop
Neg LogProb(↓):   1.181327
Path Entropy(↓):  1.525068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of my brother is an only child starred who
Start Entity:     My Brother Is an Only Child
Gold Answer:      [['Elio Germano']]
Predicted Ans:    Elio Germano
Predicted Path:   My Brother Is an Only Child --[directed_by]--> Daniele Luchetti --[(INV) directed_by]--> La nostra vita --[starred_actors]--> Elio Germano
Path (Raw):       My Brother Is an Only Child --[directed_by]--> Daniele Luchetti --[(INV) directed_by]--> La nostra vita --[starred_actors]--> Elio Germano
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by jesper salen
Start Entity:     Jesper Salén
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Jesper Salén --[(INV) starred_actors]--> The Slingshot --[release_year]--> 1993
Path (Raw):       Jesper Salén --[No Operation]--> Jesper Salén --[(INV) starred_actors]--> The Slingshot --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the bellboy also wrote which movies
Start Entity:     The Bellboy
Gold Answer:      [['The Family Jewels', 'The Nutty Professor', 'The Patsy', 'The Errand Boy', 'The Ladies Man']]
Predicted Ans:    The Errand Boy
Predicted Path:   The Bellboy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy
Path (Raw):       The Bellboy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[No Operation]--> The Errand Boy
Neg LogProb(↓):   0.118058
Path Entropy(↓):  0.430006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by mariana chenillo
Start Entity:     Mariana Chenillo
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mariana Chenillo --[(INV) written_by]--> Nora's Will --[has_genre]--> Drama
Path (Raw):       Mariana Chenillo --[No Operation]--> Mariana Chenillo --[(INV) written_by]--> Nora's Will --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by dustin lee abraham in
Start Entity:     Dustin Lee Abraham
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dustin Lee Abraham --[(INV) written_by]--> How High --[has_genre]--> Comedy
Path (Raw):       Dustin Lee Abraham --[No Operation]--> Dustin Lee Abraham --[(INV) written_by]--> How High --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for confessions of a window cleaner
Start Entity:     Confessions of a Window Cleaner
Gold Answer:      [['Christopher Wood', 'Val Guest']]
Predicted Ans:    Christopher Wood
Predicted Path:   Confessions of a Window Cleaner --[written_by]--> Christopher Wood --[(INV) written_by]--> The Spy Who Loved Me --[written_by]--> Christopher Wood
Path (Raw):       Confessions of a Window Cleaner --[written_by]--> Christopher Wood --[(INV) written_by]--> The Spy Who Loved Me --[written_by]--> Christopher Wood
Neg LogProb(↓):   0.380040
Path Entropy(↓):  0.930236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of dennis dugan starred movies
Start Entity:     Dennis Dugan
Gold Answer:      [['Russ Mayberry']]
Predicted Ans:    Russ Mayberry
Predicted Path:   Dennis Dugan --[(INV) starred_actors]--> Unidentified Flying Oddball --[directed_by]--> Russ Mayberry
Path (Raw):       Dennis Dugan --[No Operation]--> Dennis Dugan --[(INV) starred_actors]--> Unidentified Flying Oddball --[directed_by]--> Russ Mayberry
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by alan jay lerner
Start Entity:     Alan Jay Lerner
Gold Answer:      [['George Cukor', 'Jacqueline Audry', 'Stanley Donen', 'Joshua Logan', 'Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[directed_by]--> Vincente Minnelli
Path (Raw):       Alan Jay Lerner --[No Operation]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.152830
Path Entropy(↓):  0.557097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was francois truffaut the writer of
Start Entity:     François Truffaut
Gold Answer:      [['Mississippi Mermaid', 'The Soft Skin', 'The Green Room', 'The 400 Blows', 'Fahrenheit 451', 'Love on the Run', 'Jules and Jim', 'Stolen Kisses', 'The Last Metro', 'Small Change', 'Confidentially Yours', 'Breathless', 'Day for Night', 'The Wild Child', 'The Woman Next Door', 'The Bride Wore Black', 'The Man Who Loved Women', 'The Little Thief']]
Predicted Ans:    The Wild Child
Predicted Path:   François Truffaut --[(INV) written_by]--> The Wild Child --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child
Path (Raw):       François Truffaut --[(INV) written_by]--> The Wild Child --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child
Neg LogProb(↓):   1.871221
Path Entropy(↓):  3.699186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the snow creature also wrote which movies
Start Entity:     The Snow Creature
Gold Answer:      [['Killers from Space']]
Predicted Ans:    Killers from Space
Predicted Path:   The Snow Creature --[written_by]--> Myles Wilder --[(INV) written_by]--> Killers from Space
Path (Raw):       The Snow Creature --[written_by]--> Myles Wilder --[(INV) written_by]--> Killers from Space --[No Operation]--> Killers from Space
Neg LogProb(↓):   0.025573
Path Entropy(↓):  0.121654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of david essex starred movies
Start Entity:     David Essex
Gold Answer:      [['Matthew Vaughn', 'Neil Gaiman']]
Predicted Ans:    Neil Gaiman
Predicted Path:   David Essex --[(INV) starred_actors]--> Stardust --[written_by]--> Neil Gaiman
Path (Raw):       David Essex --[No Operation]--> David Essex --[(INV) starred_actors]--> Stardust --[written_by]--> Neil Gaiman
Neg LogProb(↓):   0.025603
Path Entropy(↓):  0.117924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with dancer in the dark were released in which years
Start Entity:     Dancer in the Dark
Gold Answer:      [['1998', '1988', '2009', '2003', '2005', '1991', '1996', '2006', '2004', '1987', '1969', '2011', '1984']]
Predicted Ans:    1988
Predicted Path:   Dancer in the Dark --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[release_year]--> 1988
Path (Raw):       Dancer in the Dark --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[release_year]--> 1988
Neg LogProb(↓):   0.823506
Path Entropy(↓):  1.641550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the strange one was who
Start Entity:     The Strange One
Gold Answer:      [['Jack Garfein']]
Predicted Ans:    Jack Garfein
Predicted Path:   The Strange One --[directed_by]--> Jack Garfein --[(INV) directed_by]--> The Strange One --[directed_by]--> Jack Garfein
Path (Raw):       The Strange One --[directed_by]--> Jack Garfein --[(INV) directed_by]--> The Strange One --[directed_by]--> Jack Garfein
Neg LogProb(↓):   0.290973
Path Entropy(↓):  0.565026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by alan cumming
Start Entity:     Alan Cumming
Gold Answer:      [['Jennifer Jason Leigh']]
Predicted Ans:    Jennifer Jason Leigh
Predicted Path:   Alan Cumming --[(INV) directed_by]--> The Anniversary Party --[written_by]--> Jennifer Jason Leigh
Path (Raw):       Alan Cumming --[No Operation]--> Alan Cumming --[(INV) directed_by]--> The Anniversary Party --[written_by]--> Jennifer Jason Leigh
Neg LogProb(↓):   0.000843
Path Entropy(↓):  0.007408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was cyril rambour a writer on
Start Entity:     Cyril Rambour
Gold Answer:      [['Paulette']]
Predicted Ans:    Paulette
Predicted Path:   Cyril Rambour --[(INV) written_by]--> Paulette --[written_by]--> Jérôme Enrico --[(INV) written_by]--> Paulette
Path (Raw):       Cyril Rambour --[(INV) written_by]--> Paulette --[written_by]--> Jérôme Enrico --[(INV) written_by]--> Paulette
Neg LogProb(↓):   0.782244
Path Entropy(↓):  0.993370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the smurfs 2 fall under
Start Entity:     The Smurfs 2
Gold Answer:      [['Family', 'Animation', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Smurfs 2 --[directed_by]--> Raja Gosnell --[(INV) directed_by]--> Home Alone 3 --[has_genre]--> Comedy
Path (Raw):       The Smurfs 2 --[directed_by]--> Raja Gosnell --[(INV) directed_by]--> Home Alone 3 --[has_genre]--> Comedy
Neg LogProb(↓):   0.094354
Path Entropy(↓):  0.324982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film hardcore were in which languages
Start Entity:     Hardcore
Gold Answer:      [['Serbian']]
Predicted Ans:    Serbian
Predicted Path:   Hardcore --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Cat People --[in_language]--> Serbian
Path (Raw):       Hardcore --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Cat People --[in_language]--> Serbian
Neg LogProb(↓):   0.018031
Path Entropy(↓):  0.098385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by calvaire actors
Start Entity:     Calvaire
Gold Answer:      [['Bertrand Bonello', 'Dominik Moll']]
Predicted Ans:    Dominik Moll
Predicted Path:   Calvaire --[starred_actors]--> Laurent Lucas --[(INV) starred_actors]--> Lemming --[directed_by]--> Dominik Moll
Path (Raw):       Calvaire --[starred_actors]--> Laurent Lucas --[(INV) starred_actors]--> Lemming --[directed_by]--> Dominik Moll
Neg LogProb(↓):   0.045644
Path Entropy(↓):  0.183684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote i'll be there
Start Entity:     I'll Be There
Gold Answer:      [['Craig Ferguson']]
Predicted Ans:    Mark Crowdy
Predicted Path:   I'll Be There --[written_by]--> Craig Ferguson --[(INV) written_by]--> Saving Grace --[written_by]--> Mark Crowdy
Path (Raw):       I'll Be There --[written_by]--> Craig Ferguson --[(INV) written_by]--> Saving Grace --[written_by]--> Mark Crowdy
Neg LogProb(↓):   0.005875
Path Entropy(↓):  0.035985
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by robert bresson were in which genres
Start Entity:     Robert Bresson
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Robert Bresson --[(INV) written_by]--> Four Nights of a Dreamer --[has_genre]--> Drama
Path (Raw):       Robert Bresson --[No Operation]--> Robert Bresson --[(INV) written_by]--> Four Nights of a Dreamer --[has_genre]--> Drama
Neg LogProb(↓):   0.001544
Path Entropy(↓):  0.011959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about raquel welch
Start Entity:     raquel welch
Gold Answer:      [['One Million Years B.C.', 'Fathom', '100 Rifles', 'Fantastic Voyage', 'Myra Breckinridge']]
Predicted Ans:    Child Bride
Predicted Path:   raquel welch --[(INV) has_tags]--> One Million Years B.C. --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride
Path (Raw):       raquel welch --[(INV) has_tags]--> One Million Years B.C. --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride
Neg LogProb(↓):   0.780680
Path Entropy(↓):  1.610259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by jon mikl thor release
Start Entity:     Jon Mikl Thor
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Jon Mikl Thor --[(INV) starred_actors]--> Rock 'n' Roll Nightmare --[release_year]--> 1987
Path (Raw):       Jon Mikl Thor --[No Operation]--> Jon Mikl Thor --[(INV) starred_actors]--> Rock 'n' Roll Nightmare --[release_year]--> 1987
Neg LogProb(↓):   0.000693
Path Entropy(↓):  0.005729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie birdman of alcatraz were in which languages
Start Entity:     Birdman of Alcatraz
Gold Answer:      [['French', 'English', 'Italian', 'Russian', 'German']]
Predicted Ans:    Russian
Predicted Path:   Birdman of Alcatraz --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Path (Raw):       Birdman of Alcatraz --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   1.215541
Path Entropy(↓):  1.966943
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie new york minute starred who
Start Entity:     New York Minute
Gold Answer:      [['Eugene Levy', 'Ashley Olsen']]
Predicted Ans:    Ashley Olsen
Predicted Path:   New York Minute --[starred_actors]--> Ashley Olsen --[(INV) starred_actors]--> New York Minute --[starred_actors]--> Ashley Olsen
Path (Raw):       New York Minute --[starred_actors]--> Ashley Olsen --[(INV) starred_actors]--> New York Minute --[starred_actors]--> Ashley Olsen
Neg LogProb(↓):   0.639143
Path Entropy(↓):  0.961593
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of tight spot
Start Entity:     Tight Spot
Gold Answer:      [['Henry Koster', 'Gregory La Cava', 'Michael Curtiz', 'Henry King', 'Burt Kennedy']]
Predicted Ans:    Henry Koster
Predicted Path:   Tight Spot --[written_by]--> William Bowers --[(INV) written_by]--> My Man Godfrey --[directed_by]--> Henry Koster
Path (Raw):       Tight Spot --[written_by]--> William Bowers --[(INV) written_by]--> My Man Godfrey --[directed_by]--> Henry Koster
Neg LogProb(↓):   0.512737
Path Entropy(↓):  0.855029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by marty maher
Start Entity:     Marty Maher
Gold Answer:      [['John Ford']]
Predicted Ans:    John Ford
Predicted Path:   Marty Maher --[(INV) written_by]--> The Long Gray Line --[directed_by]--> John Ford
Path (Raw):       Marty Maher --[No Operation]--> Marty Maher --[(INV) written_by]--> The Long Gray Line --[directed_by]--> John Ford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote turn it up
Start Entity:     Turn It Up
Gold Answer:      [['Drama']]
Predicted Ans:    Action
Predicted Path:   Turn It Up --[written_by]--> Robert Adetuyi --[(INV) written_by]--> Turn It Up --[has_genre]--> Action
Path (Raw):       Turn It Up --[written_by]--> Robert Adetuyi --[(INV) written_by]--> Turn It Up --[has_genre]--> Action
Neg LogProb(↓):   0.005402
Path Entropy(↓):  0.033513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in an englishman in new york also appears in which movies
Start Entity:     An Englishman in New York
Gold Answer:      [['Scandal', 'Rob Roy', 'Nineteen Eighty-Four', 'All the Little Animals', 'Love and Death on Long Island', 'Hercules', 'King Ralph', 'The Skeleton Key', "Jayne Mansfield's Car", '44 Inch Chest', 'The Elephant Man', 'Miranda', 'Owning Mahowny', 'From the Hip', 'Night Crossing', 'The Day of the Doctor', "Heaven's Gate", 'Snowpiercer', '10 Rillington Place', 'The Osterman Weekend', 'The Lord of the Rings', 'Watership Down', 'Wild Bill', 'Brighton Rock', 'Tinker Tailor Soldier Spy', 'Partners', 'The Gruffalo', 'The Oxford Murders', 'The Naked Civil Servant']]
Predicted Ans:    Wild Bill
Predicted Path:   An Englishman in New York --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Wild Bill
Path (Raw):       An Englishman in New York --[starred_actors]--> John Hurt --[No Operation]--> John Hurt --[(INV) starred_actors]--> Wild Bill
Neg LogProb(↓):   1.420510
Path Entropy(↓):  1.881808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed fear x
Start Entity:     Fear X
Gold Answer:      [['Nicolas Winding Refn']]
Predicted Ans:    Nicolas Winding Refn
Predicted Path:   Fear X --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[directed_by]--> Nicolas Winding Refn
Path (Raw):       Fear X --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[directed_by]--> Nicolas Winding Refn
Neg LogProb(↓):   0.001732
Path Entropy(↓):  0.013996
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by sonya levien were directed by who
Start Entity:     Sonya Levien
Gold Answer:      [['George Cukor', 'H.C. Potter', 'Tay Garnett', 'Curtis Bernhardt', 'Frank Lloyd', 'Mervyn LeRoy', 'Henry King']]
Predicted Ans:    Henry King
Predicted Path:   Sonya Levien --[(INV) written_by]--> In Old Chicago --[directed_by]--> Henry King
Path (Raw):       Sonya Levien --[No Operation]--> Sonya Levien --[(INV) written_by]--> In Old Chicago --[directed_by]--> Henry King
Neg LogProb(↓):   0.059916
Path Entropy(↓):  0.248709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for eternal sunshine of the spotless mind
Start Entity:     Eternal Sunshine of the Spotless Mind
Gold Answer:      [['Michel Gondry']]
Predicted Ans:    Michel Gondry
Predicted Path:   Eternal Sunshine of the Spotless Mind --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Path (Raw):       Eternal Sunshine of the Spotless Mind --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.046892
Path Entropy(↓):  0.213326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by dean deblois release
Start Entity:     Dean DeBlois
Gold Answer:      [['2014', '2010']]
Predicted Ans:    2010
Predicted Path:   Dean DeBlois --[(INV) directed_by]--> How to Train Your Dragon --[release_year]--> 2010
Path (Raw):       Dean DeBlois --[No Operation]--> Dean DeBlois --[(INV) directed_by]--> How to Train Your Dragon --[release_year]--> 2010
Neg LogProb(↓):   0.009551
Path Entropy(↓):  0.053823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does marguerite churchill appear in
Start Entity:     Marguerite Churchill
Gold Answer:      [["Dracula's Daughter", 'Charlie Chan Carries On']]
Predicted Ans:    Charlie Chan Carries On
Predicted Path:   Marguerite Churchill --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On
Path (Raw):       Marguerite Churchill --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On
Neg LogProb(↓):   0.008573
Path Entropy(↓):  0.051345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film woman of the year
Start Entity:     Woman of the Year
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Woman of the Year --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Woman of the Year --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.653251
Path Entropy(↓):  5.210624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by ray rigby
Start Entity:     Ray Rigby
Gold Answer:      [['Michael Anderson']]
Predicted Ans:    Michael Anderson
Predicted Path:   Ray Rigby --[(INV) written_by]--> Operation Crossbow --[directed_by]--> Michael Anderson
Path (Raw):       Ray Rigby --[No Operation]--> Ray Rigby --[(INV) written_by]--> Operation Crossbow --[directed_by]--> Michael Anderson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed while the city sleeps
Start Entity:     While the City Sleeps
Gold Answer:      [['Fritz Lang']]
Predicted Ans:    Fritz Lang
Predicted Path:   While the City Sleeps --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Liliom --[directed_by]--> Fritz Lang
Path (Raw):       While the City Sleeps --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Liliom --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.269021
Path Entropy(↓):  0.856666
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jack couffer directed movies
Start Entity:     Jack Couffer
Gold Answer:      [['Joy Adamson']]
Predicted Ans:    Joy Adamson
Predicted Path:   Jack Couffer --[(INV) directed_by]--> Living Free --[written_by]--> Joy Adamson
Path (Raw):       Jack Couffer --[No Operation]--> Jack Couffer --[(INV) directed_by]--> Living Free --[written_by]--> Joy Adamson
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did felicity huffman act in
Start Entity:     Felicity Huffman
Gold Answer:      [['Transamerica', 'Georgia Rule']]
Predicted Ans:    Georgia Rule
Predicted Path:   Felicity Huffman --[(INV) starred_actors]--> Transamerica --[starred_actors]--> Felicity Huffman --[(INV) starred_actors]--> Georgia Rule
Path (Raw):       Felicity Huffman --[(INV) starred_actors]--> Transamerica --[starred_actors]--> Felicity Huffman --[(INV) starred_actors]--> Georgia Rule
Neg LogProb(↓):   0.541847
Path Entropy(↓):  0.988801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the daddy's little girls director
Start Entity:     Daddy's Little Girls
Gold Answer:      [['Ntozake Shange', 'Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Daddy's Little Girls --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Path (Raw):       Daddy's Little Girls --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.178998
Path Entropy(↓):  0.803752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did robin wright act in
Start Entity:     Robin Wright
Gold Answer:      [['The Crossing Guard', 'The Conspirator', 'Message in a Bottle', 'The Playboys', 'Toys', 'Breaking and Entering', 'State of Grace', 'The Singing Detective', 'Sorry, Haters', 'Moll Flanders', 'Beowulf', "She's So Lovely"]]
Predicted Ans:    Breaking and Entering
Predicted Path:   Robin Wright --[(INV) starred_actors]--> Breaking and Entering --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering
Path (Raw):       Robin Wright --[(INV) starred_actors]--> Breaking and Entering --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering
Neg LogProb(↓):   0.346979
Path Entropy(↓):  1.099653
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with 13 assassins in
Start Entity:     13 Assassins
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   13 Assassins --[starred_actors]--> Takayuki Yamada --[(INV) starred_actors]--> Crows Zero --[in_language]--> Japanese
Path (Raw):       13 Assassins --[starred_actors]--> Takayuki Yamada --[(INV) starred_actors]--> Crows Zero --[in_language]--> Japanese
Neg LogProb(↓):   0.000078
Path Entropy(↓):  0.000823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the goalie's anxiety at the penalty kick starred who
Start Entity:     The Goalie's Anxiety at the Penalty Kick
Gold Answer:      [['Ry Cooder', 'Compay Segundo', 'Dennis Hopper', 'Campino', 'Henry B. Walthall', 'Solveig Dommartin', 'Demi Moore', 'Otto Sander', 'John Malkovich', 'Wim Wenders', 'Bill Pullman', 'Traci Lind', 'Rosalind Chao', 'Gary Oldman', 'Jeremy Davies', 'Robert Duvall', 'Dean Stockwell', 'Harry Dean Stanton', 'Senta Berger', 'Hans Christian Blech', 'Frederic Forrest', 'Lou Castel', 'Juliano Ribeiro Salgado', 'Sebastião Salgado', 'Nastassja Kinski', 'Michelle Williams', 'Milla Jovovich', 'Peter Boyle', 'Marilu Henner', 'John Diehl', 'Irène Jacob', 'Andie MacDowell', 'Mel Gibson', 'Bruno Ganz']]
Predicted Ans:    Bruno Ganz
Predicted Path:   The Goalie's Anxiety at the Penalty Kick --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Path (Raw):       The Goalie's Anxiety at the Penalty Kick --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   0.672054
Path Entropy(↓):  1.630618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in shenandoah
Start Entity:     Shenandoah
Gold Answer:      [['1980', '1970', '1946', '1954', '1959', '1936', '1941', '1977', '1968', '1963', '1939', '1957', '1951', '1953', '1947', '1956', '1976', '1948', '1971', '1940', '1938', '1996', '1961', '1955', '1962', '1934', '1949', '1975', '1966', '1950', '1965', '1952', '1958']]
Predicted Ans:    1975
Predicted Path:   Shenandoah --[starred_actors]--> Doug McClure --[(INV) starred_actors]--> The Land That Time Forgot --[release_year]--> 1975
Path (Raw):       Shenandoah --[starred_actors]--> Doug McClure --[(INV) starred_actors]--> The Land That Time Forgot --[release_year]--> 1975
Neg LogProb(↓):   0.940390
Path Entropy(↓):  1.922729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of jamaica inn
Start Entity:     Jamaica Inn
Gold Answer:      [['Gordon Harker', 'Marlene Dietrich', 'Vera Miles', 'Cary Grant', 'Leo G. Carroll', 'Michael Chekhov', 'David Haig', 'Jon Finch', 'Gregory Peck', 'Elliott Gould', 'Ben Barnes', 'Karen Black', 'Herbert Lom', 'John Dall', 'George Sanders', 'Ann Todd', 'Kim Novak', 'Grace Kelly', 'Janet Leigh', 'Colin Firth', 'Ian Hunter', 'Allie MacDonald', 'Joan Fontaine', 'William Devane', 'Kristin Scott Thomas', 'Anne Baxter', 'Billie Whitelaw', 'Henry Fonda', 'Barry Foster', 'Alec McCowen', 'Nigel Bruce', 'Claude Rains', 'William Bendix', 'Mary Anderson', 'Michael Redgrave', 'Joseph Cotten', 'Franklin Dyall', 'Isabel Jeans', 'Joel McCrea', 'Cedric Hardwicke', 'Wendell Corey', 'Robert Cummings', 'Teresa Wright', 'Dame May Whitty', 'Judith Anderson', 'Hope Davis', 'Paul Lukas', 'Michael Wilding', 'James Mason', 'Bruce Dern', 'Farley Granger', 'Julie Andrews', 'Alfred Molina', 'Angela Lansbury', 'James Stewart', 'Barbara Harris', 'Margaret Lockwood', 'Anthony Perkins', 'Doris Day', 'Karin Dor', 'Frederick Stafford', 'Dany Robin', 'Patrick Malahide', 'Lydia Leonard', 'Karl Malden', 'Charles Laughton', 'Laurence Olivier', 'Sean Connery', 'Tippi Hedren', 'John Forsythe', 'Edmund Gwenn', 'Jamal Woolard', 'Edward Chapman', 'Norah Baring', 'Merle Oberon', 'Ray Milland', 'John Gielgud', 'Madeleine Carroll', 'Robert Young', 'Arnold Schwarzenegger', 'Walter Slezak', 'Betty Balfour', 'Jean Bradin', 'Tallulah Bankhead', 'John Gavin', 'Anny Ondra', 'Malcolm Keen', 'Carl Brisson', 'Laird Cregar', 'Richard Todd', 'Rod Taylor', 'Jessica Tandy', 'Priscilla Lane', 'Jameson Thomas', 'Montgomery Clift', 'John Vernon', 'Laraine Day', 'Eva Marie Saint', 'Ingrid Bergman', 'Robert Donat', 'Suzanne Pleshette', 'Robert Walker', 'Cybill Shepherd', 'Ruth Roman', 'Kenneth More', 'Taina Elg', 'Thelma Ritter', 'Charles Coburn', 'Paul Newman', 'Jessica Biel', 'John Longden', 'Herbert Marshall', 'Jane Wyman', 'Peter Lorre']]
Predicted Ans:    Herbert Marshall
Predicted Path:   Jamaica Inn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Path (Raw):       Jamaica Inn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Murder! --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   1.429917
Path Entropy(↓):  2.482817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in someone to watch over me
Start Entity:     Someone to Watch Over Me
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Someone to Watch Over Me --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> The Substitute --[in_language]--> Danish
Path (Raw):       Someone to Watch Over Me --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> The Substitute --[in_language]--> Danish
Neg LogProb(↓):   0.000359
Path Entropy(↓):  0.003746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did feo aladag direct
Start Entity:     Feo Aladag
Gold Answer:      [['When We Leave', 'Inbetween Worlds']]
Predicted Ans:    Inbetween Worlds
Predicted Path:   Feo Aladag --[(INV) directed_by]--> Inbetween Worlds --[directed_by]--> Feo Aladag --[(INV) directed_by]--> Inbetween Worlds
Path (Raw):       Feo Aladag --[(INV) directed_by]--> Inbetween Worlds --[directed_by]--> Feo Aladag --[(INV) directed_by]--> Inbetween Worlds
Neg LogProb(↓):   0.102002
Path Entropy(↓):  0.377650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of scarecrows
Start Entity:     Scarecrows
Gold Answer:      [['Route 666']]
Predicted Ans:    Scarecrows
Predicted Path:   Scarecrows --[written_by]--> William Wesley --[(INV) written_by]--> Scarecrows
Path (Raw):       Scarecrows --[No Operation]--> Scarecrows --[written_by]--> William Wesley --[(INV) written_by]--> Scarecrows
Neg LogProb(↓):   0.110255
Path Entropy(↓):  0.347341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies that share actors with the story of esther costello in
Start Entity:     The Story of Esther Costello
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    English
Predicted Path:   The Story of Esther Costello --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[in_language]--> English
Path (Raw):       The Story of Esther Costello --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[in_language]--> English
Neg LogProb(↓):   0.710282
Path Entropy(↓):  0.797389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of yurek bogayevicz written films
Start Entity:     Yurek Bogayevicz
Gold Answer:      [['2001', '1987']]
Predicted Ans:    1987
Predicted Path:   Yurek Bogayevicz --[(INV) written_by]--> Anna --[release_year]--> 1987
Path (Raw):       Yurek Bogayevicz --[No Operation]--> Yurek Bogayevicz --[(INV) written_by]--> Anna --[release_year]--> 1987
Neg LogProb(↓):   0.048378
Path Entropy(↓):  0.190267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was scott grimes an actor in
Start Entity:     Scott Grimes
Gold Answer:      [['Critters']]
Predicted Ans:    Critters
Predicted Path:   Scott Grimes --[(INV) starred_actors]--> Critters --[starred_actors]--> Billy Green Bush --[(INV) starred_actors]--> Critters
Path (Raw):       Scott Grimes --[(INV) starred_actors]--> Critters --[starred_actors]--> Billy Green Bush --[(INV) starred_actors]--> Critters
Neg LogProb(↓):   0.001698
Path Entropy(↓):  0.013896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of white men can't jump
Start Entity:     White Men Can't Jump
Gold Answer:      [['Roger Spottiswoode', 'William Friedkin', 'Ron Shelton']]
Predicted Ans:    Roger Spottiswoode
Predicted Path:   White Men Can't Jump --[written_by]--> Ron Shelton --[(INV) written_by]--> The Best of Times --[directed_by]--> Roger Spottiswoode
Path (Raw):       White Men Can't Jump --[written_by]--> Ron Shelton --[(INV) written_by]--> The Best of Times --[directed_by]--> Roger Spottiswoode
Neg LogProb(↓):   0.618483
Path Entropy(↓):  0.984722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did luis prieto direct
Start Entity:     Luis Prieto
Gold Answer:      [['Pusher']]
Predicted Ans:    Pusher
Predicted Path:   Luis Prieto --[(INV) directed_by]--> Pusher --[directed_by]--> Luis Prieto --[(INV) directed_by]--> Pusher
Path (Raw):       Luis Prieto --[(INV) directed_by]--> Pusher --[directed_by]--> Luis Prieto --[(INV) directed_by]--> Pusher
Neg LogProb(↓):   0.115698
Path Entropy(↓):  0.344956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of s. o. b.
Start Entity:     S.O.B.
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   S.O.B. --[written_by]--> Blake Edwards --[(INV) written_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Path (Raw):       S.O.B. --[written_by]--> Blake Edwards --[(INV) written_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Neg LogProb(↓):   0.872432
Path Entropy(↓):  1.326908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie far and away are written by who
Start Entity:     Far and Away
Gold Answer:      [['Richard Maibaum', 'Cyril Hume', 'David Saperstein', 'Akiva Goldsman', 'Gregory Widen', 'Ron Howard', 'Peter Morgan', 'Sylvia Nasar', 'Bob Dolman', 'Al Reinert', 'Thomas Eidson', 'Kim Wozencraft', 'George Lucas', 'Lowell Ganz', 'Babaloo Mandel', 'Jeffrey Kluger', 'Jim Lovell', 'Dan Brown']]
Predicted Ans:    Akiva Goldsman
Predicted Path:   Far and Away --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Path (Raw):       Far and Away --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Neg LogProb(↓):   0.227053
Path Entropy(↓):  0.792445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of you don't mess with the zohan
Start Entity:     You Don't Mess with the Zohan
Gold Answer:      [['Seth Kearsley', 'Tom DeCerchio', 'Judd Apatow', 'Frank Coraci', 'Dean Parisot', 'Steven Brill', 'Tamra Davis', 'Ted Kotcheff', 'Dennis Dugan', 'David Gordon Green']]
Predicted Ans:    Judd Apatow
Predicted Path:   You Don't Mess with the Zohan --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[directed_by]--> Judd Apatow
Path (Raw):       You Don't Mess with the Zohan --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[directed_by]--> Judd Apatow
Neg LogProb(↓):   0.347733
Path Entropy(↓):  1.018978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor pauline collins starred together with who
Start Entity:     Pauline Collins
Gold Answer:      [['Frances McDormand', 'Cate Blanchett', 'Glenn Close', 'Gemma Jones', 'Anthony Hopkins']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Pauline Collins --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[starred_actors]--> Anthony Hopkins
Path (Raw):       Pauline Collins --[No Operation]--> Pauline Collins --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.306256
Path Entropy(↓):  0.669944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The cat came back is a film written by this person
Start Entity:     The Cat Came Back
Gold Answer:      [['Cordell Barker']]
Predicted Ans:    Cordell Barker
Predicted Path:   The Cat Came Back --[written_by]--> Cordell Barker --[(INV) written_by]--> The Cat Came Back --[written_by]--> Cordell Barker
Path (Raw):       The Cat Came Back --[written_by]--> Cordell Barker --[(INV) written_by]--> The Cat Came Back --[written_by]--> Cordell Barker
Neg LogProb(↓):   0.000112
Path Entropy(↓):  0.001194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the jewel of the nile
Start Entity:     The Jewel of the Nile
Gold Answer:      [['Robert Forster', 'Michael V. Gazzo', 'Robin Riker', 'Drew Barrymore', 'Pamela Sue Martin', 'Pat Morita', 'Jay Leno', 'Rutger Hauer', 'Chris Sarandon', 'Mimi Rogers', 'Joan Chen', 'James Remar', 'Robert Conrad', 'James Woods', 'Alan King']]
Predicted Ans:    Pamela Sue Martin
Predicted Path:   The Jewel of the Nile --[directed_by]--> Lewis Teague --[(INV) directed_by]--> The Lady in Red --[starred_actors]--> Pamela Sue Martin
Path (Raw):       The Jewel of the Nile --[directed_by]--> Lewis Teague --[(INV) directed_by]--> The Lady in Red --[starred_actors]--> Pamela Sue Martin
Neg LogProb(↓):   0.208094
Path Entropy(↓):  0.654134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote machine gun preacher
Start Entity:     Machine Gun Preacher
Gold Answer:      [['2013']]
Predicted Ans:    2011
Predicted Path:   Machine Gun Preacher --[written_by]--> Jason Keller --[(INV) written_by]--> Machine Gun Preacher --[release_year]--> 2011
Path (Raw):       Machine Gun Preacher --[written_by]--> Jason Keller --[(INV) written_by]--> Machine Gun Preacher --[release_year]--> 2011
Neg LogProb(↓):   0.243817
Path Entropy(↓):  0.522273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film trailer park boys
Start Entity:     Trailer Park Boys
Gold Answer:      [['2011']]
Predicted Ans:    1999
Predicted Path:   Trailer Park Boys --[directed_by]--> Mike Clattenburg --[(INV) directed_by]--> Trailer Park Boys --[release_year]--> 1999
Path (Raw):       Trailer Park Boys --[directed_by]--> Mike Clattenburg --[(INV) directed_by]--> Trailer Park Boys --[release_year]--> 1999
Neg LogProb(↓):   0.037456
Path Entropy(↓):  0.157628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by dolph lundgren
Start Entity:     Dolph Lundgren
Gold Answer:      [['Danny Lerner', 'Ken Loach', 'Frédéric Forestier', 'Giorgio Serafini', 'Shawn Sourgose', 'Damian Lee', 'Christopher Kulikowski', 'Roland Emmerich', 'Sidney J. Furie', 'Joseph Zito', 'Marc S. Grenier', 'John Woo', 'Anthony Hickox', 'Russell Mulcahy', 'Andrew Davis', 'Isaac Florentine', 'William Kaufman', 'Perry Lang', 'Jonathan Hensleigh', 'Sylvester Stallone', 'Keoni Waxman', 'Simon West', 'Mark Goldblatt', 'Joseph Kahn', 'Jesse V. Johnson', 'Mark L. Lester', 'Jim Wynorski']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Dolph Lundgren --[(INV) directed_by]--> Command Performance --[starred_actors]--> Dolph Lundgren
Path (Raw):       Dolph Lundgren --[No Operation]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[starred_actors]--> Dolph Lundgren
Neg LogProb(↓):   0.605365
Path Entropy(↓):  1.413007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in mantrap also appears in which movies
Start Entity:     Mantrap
Gold Answer:      [['Wings', 'The Ghost Goes West', 'Call Her Savage', 'Parisian Love']]
Predicted Ans:    The Ghost Goes West
Predicted Path:   Mantrap --[starred_actors]--> Eugene Pallette --[(INV) starred_actors]--> The Ghost Goes West
Path (Raw):       Mantrap --[starred_actors]--> Eugene Pallette --[No Operation]--> Eugene Pallette --[(INV) starred_actors]--> The Ghost Goes West
Neg LogProb(↓):   0.043637
Path Entropy(↓):  0.224397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in arlington road
Start Entity:     Arlington Road
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Romance']]
Predicted Ans:    Western
Predicted Path:   Arlington Road --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Arlington Road --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   1.385640
Path Entropy(↓):  2.224944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of she's the man
Start Entity:     She's the Man
Gold Answer:      [['2012', '2009', '2010', '2007']]
Predicted Ans:    2010
Predicted Path:   She's the Man --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[release_year]--> 2010
Path (Raw):       She's the Man --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[release_year]--> 2010
Neg LogProb(↓):   0.516815
Path Entropy(↓):  1.193332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by joel hopkins
Start Entity:     Joel Hopkins
Gold Answer:      [['The Love Punch', 'Jump Tomorrow', 'Last Chance Harvey']]
Predicted Ans:    Jump Tomorrow
Predicted Path:   Joel Hopkins --[(INV) directed_by]--> Jump Tomorrow --[directed_by]--> Joel Hopkins --[(INV) directed_by]--> Jump Tomorrow
Path (Raw):       Joel Hopkins --[(INV) directed_by]--> Jump Tomorrow --[directed_by]--> Joel Hopkins --[(INV) directed_by]--> Jump Tomorrow
Neg LogProb(↓):   0.059406
Path Entropy(↓):  0.273692
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was ramaa mosley a writer on
Start Entity:     Ramaa Mosley
Gold Answer:      [['The Brass Teapot']]
Predicted Ans:    The Brass Teapot
Predicted Path:   Ramaa Mosley --[(INV) written_by]--> The Brass Teapot --[written_by]--> Ramaa Mosley --[(INV) written_by]--> The Brass Teapot
Path (Raw):       Ramaa Mosley --[(INV) written_by]--> The Brass Teapot --[written_by]--> Ramaa Mosley --[(INV) written_by]--> The Brass Teapot
Neg LogProb(↓):   0.686787
Path Entropy(↓):  0.693201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is honeymoon in vegas
Start Entity:     Honeymoon in Vegas
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Honeymoon in Vegas --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Honeymoon in Vegas --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.311544
Path Entropy(↓):  4.475360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with children shouldn't play with dead things in
Start Entity:     Children Shouldn't Play with Dead Things
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Children Shouldn't Play with Dead Things --[directed_by]--> Bob Clark --[(INV) directed_by]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       Children Shouldn't Play with Dead Things --[directed_by]--> Bob Clark --[(INV) directed_by]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.000664
Path Entropy(↓):  0.005876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor michael lerner starred together with who
Start Entity:     Michael Lerner
Gold Answer:      [['Robert Davi', 'Zelda Rubinstein', 'Talia Paul', 'Steve Zahn', 'Claudia Christian', 'Bruce Campbell', 'Sam Rockwell', 'Jeremy Davies', 'Chazz Palminteri', 'Russell Means', 'Litefoot', 'Paul Giamatti']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Michael Lerner --[(INV) starred_actors]--> Maniac Cop 2 --[starred_actors]--> Bruce Campbell
Path (Raw):       Michael Lerner --[No Operation]--> Michael Lerner --[(INV) starred_actors]--> Maniac Cop 2 --[starred_actors]--> Bruce Campbell
Neg LogProb(↓):   0.011350
Path Entropy(↓):  0.065628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of margaret
Start Entity:     Margaret
Gold Answer:      [['Matthew Broderick', 'Mark Ruffalo', 'Rory Culkin', 'Laura Linney']]
Predicted Ans:    Mark Ruffalo
Predicted Path:   Margaret --[directed_by]--> Kenneth Lonergan --[(INV) directed_by]--> Margaret --[starred_actors]--> Mark Ruffalo
Path (Raw):       Margaret --[directed_by]--> Kenneth Lonergan --[(INV) directed_by]--> Margaret --[starred_actors]--> Mark Ruffalo
Neg LogProb(↓):   0.097575
Path Entropy(↓):  0.309789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with choking man
Start Entity:     Choking Man
Gold Answer:      [['The Adventures of Pinocchio']]
Predicted Ans:    Choking Man
Predicted Path:   Choking Man --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man
Path (Raw):       Choking Man --[written_by]--> Steve Barron --[(INV) written_by]--> Choking Man --[No Operation]--> Choking Man
Neg LogProb(↓):   0.000074
Path Entropy(↓):  0.000824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed level five
Start Entity:     Level Five
Gold Answer:      [['1983', '1962', '1985']]
Predicted Ans:    1985
Predicted Path:   Level Five --[directed_by]--> Chris Marker --[(INV) directed_by]--> A.K. --[release_year]--> 1985
Path (Raw):       Level Five --[directed_by]--> Chris Marker --[(INV) directed_by]--> A.K. --[release_year]--> 1985
Neg LogProb(↓):   0.896148
Path Entropy(↓):  1.139539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by everlasting moments actors
Start Entity:     Everlasting Moments
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Everlasting Moments --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[has_genre]--> Drama
Path (Raw):       Everlasting Moments --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[has_genre]--> Drama
Neg LogProb(↓):   0.593760
Path Entropy(↓):  0.861200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie there be dragons
Start Entity:     There Be Dragons
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   There Be Dragons --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       There Be Dragons --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.421188
Path Entropy(↓):  4.727140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by philip goodhew
Start Entity:     Philip Goodhew
Gold Answer:      [['Laura Sadler', 'Rupert Graves', 'Julie Walters']]
Predicted Ans:    Julie Walters
Predicted Path:   Philip Goodhew --[(INV) directed_by]--> Intimate Relations --[starred_actors]--> Julie Walters
Path (Raw):       Philip Goodhew --[No Operation]--> Philip Goodhew --[(INV) directed_by]--> Intimate Relations --[starred_actors]--> Julie Walters
Neg LogProb(↓):   0.007513
Path Entropy(↓):  0.047061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by irwin winkler released
Start Entity:     Irwin Winkler
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Irwin Winkler --[(INV) written_by]--> Guilty by Suspicion --[release_year]--> 1991
Path (Raw):       Irwin Winkler --[No Operation]--> Irwin Winkler --[(INV) written_by]--> Guilty by Suspicion --[release_year]--> 1991
Neg LogProb(↓):   0.000342
Path Entropy(↓):  0.003142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of anna christie
Start Entity:     Anna Christie
Gold Answer:      [['Peter Yates', 'George Cukor', 'Edmund Goulding', 'Delbert Mann', 'Dudley Murphy', 'Victor Sjöström', 'King Vidor', 'Dudley Nichols', 'Franco Zeffirelli', 'John Ford', 'John Frankenheimer', 'George W. Hill', 'Clarence Brown', 'J. Walter Ruben']]
Predicted Ans:    John Frankenheimer
Predicted Path:   Anna Christie --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[directed_by]--> John Frankenheimer
Path (Raw):       Anna Christie --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   0.474809
Path Entropy(↓):  0.751600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by nicole maurey in
Start Entity:     Nicole Maurey
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nicole Maurey --[(INV) starred_actors]--> Me and the Colonel --[has_genre]--> Comedy
Path (Raw):       Nicole Maurey --[No Operation]--> Nicole Maurey --[(INV) starred_actors]--> Me and the Colonel --[has_genre]--> Comedy
Neg LogProb(↓):   0.015231
Path Entropy(↓):  0.079932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by eric ambler
Start Entity:     Eric Ambler
Gold Answer:      [['Mutz Greenbaum', 'Jean Negulesco', 'Roy Ward Baker', 'Charles Frend', 'Carol Reed', 'John Boulting', 'Raoul Walsh', 'Richard Wallace', 'Jules Dassin', 'Victor Hanbury', 'Lance Comfort']]
Predicted Ans:    Raoul Walsh
Predicted Path:   Eric Ambler --[(INV) written_by]--> Background to Danger --[directed_by]--> Raoul Walsh
Path (Raw):       Eric Ambler --[No Operation]--> Eric Ambler --[(INV) written_by]--> Background to Danger --[directed_by]--> Raoul Walsh
Neg LogProb(↓):   0.563640
Path Entropy(↓):  1.154449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the great ecstasy of woodcarver steiner
Start Entity:     The Great Ecstasy of Woodcarver Steiner
Gold Answer:      [['Sport', 'Documentary', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Documentary
Predicted Path:   The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Path (Raw):       The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Neg LogProb(↓):   1.507981
Path Entropy(↓):  2.125996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did martin adjemian act in
Start Entity:     Martín Adjemián
Gold Answer:      [['La Ciénaga']]
Predicted Ans:    The Holy Girl
Predicted Path:   Martín Adjemián --[(INV) starred_actors]--> La Ciénaga --[starred_actors]--> Mercedes Morán --[(INV) starred_actors]--> The Holy Girl
Path (Raw):       Martín Adjemián --[(INV) starred_actors]--> La Ciénaga --[starred_actors]--> Mercedes Morán --[(INV) starred_actors]--> The Holy Girl
Neg LogProb(↓):   0.497696
Path Entropy(↓):  0.752789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of gemma atkinson acted films
Start Entity:     Gemma Atkinson
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Gemma Atkinson --[(INV) starred_actors]--> How to Stop Being a Loser --[release_year]--> 2011
Path (Raw):       Gemma Atkinson --[No Operation]--> Gemma Atkinson --[(INV) starred_actors]--> How to Stop Being a Loser --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in drunken tai chi
Start Entity:     Drunken Tai Chi
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Drunken Tai Chi --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[has_genre]--> Comedy
Path (Raw):       Drunken Tai Chi --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[has_genre]--> Comedy
Neg LogProb(↓):   0.008664
Path Entropy(↓):  0.057354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of ghosts of girlfriends past
Start Entity:     Ghosts of Girlfriends Past
Gold Answer:      [['Jon Lucas', 'Scott Moore']]
Predicted Ans:    Scott Moore
Predicted Path:   Ghosts of Girlfriends Past --[written_by]--> Scott Moore --[(INV) written_by]--> The Hangover --[written_by]--> Scott Moore
Path (Raw):       Ghosts of Girlfriends Past --[written_by]--> Scott Moore --[(INV) written_by]--> The Hangover --[written_by]--> Scott Moore
Neg LogProb(↓):   0.281914
Path Entropy(↓):  0.844121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie tarzan were in which genres
Start Entity:     Tarzan
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Thriller']]
Predicted Ans:    Adventure
Predicted Path:   Tarzan --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[has_genre]--> Adventure
Path (Raw):       Tarzan --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[has_genre]--> Adventure
Neg LogProb(↓):   1.315375
Path Entropy(↓):  2.139878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote the decline of the american empire
Start Entity:     The Decline of the American Empire
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Decline of the American Empire --[written_by]--> Denys Arcand --[(INV) written_by]--> Days of Darkness --[has_genre]--> Drama
Path (Raw):       The Decline of the American Empire --[written_by]--> Denys Arcand --[(INV) written_by]--> Days of Darkness --[has_genre]--> Drama
Neg LogProb(↓):   1.247435
Path Entropy(↓):  1.803347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is stockholm east
Start Entity:     Stockholm East
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Stockholm East --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Stockholm East --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.383676
Path Entropy(↓):  4.624203
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the manhattan project were released in which years
Start Entity:     The Manhattan Project
Gold Answer:      [['1976', '1988', '1978', '2000', '1998', '2001', '1992', '1993', '1991', '1982', '1996', '2004', '1994', '1981', '1987', '2011', '1984']]
Predicted Ans:    1976
Predicted Path:   The Manhattan Project --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Obsession --[release_year]--> 1976
Path (Raw):       The Manhattan Project --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Obsession --[release_year]--> 1976
Neg LogProb(↓):   1.291252
Path Entropy(↓):  1.828115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie that championship season
Start Entity:     That Championship Season
Gold Answer:      [['basketball']]
Predicted Ans:    samuel l. jackson
Predicted Path:   That Championship Season --[has_tags]--> basketball --[(INV) has_tags]--> Coach Carter --[has_tags]--> samuel l. jackson
Path (Raw):       That Championship Season --[has_tags]--> basketball --[(INV) has_tags]--> Coach Carter --[has_tags]--> samuel l. jackson
Neg LogProb(↓):   0.890534
Path Entropy(↓):  1.367547
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director for the suburbans
Start Entity:     The Suburbans
Gold Answer:      [['Donal Lardner Ward']]
Predicted Ans:    Donal Lardner Ward
Predicted Path:   The Suburbans --[directed_by]--> Donal Lardner Ward --[(INV) directed_by]--> The Suburbans --[directed_by]--> Donal Lardner Ward
Path (Raw):       The Suburbans --[directed_by]--> Donal Lardner Ward --[(INV) directed_by]--> The Suburbans --[directed_by]--> Donal Lardner Ward
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by aaron seltzer
Start Entity:     Aaron Seltzer
Gold Answer:      [['Matt Lanter', 'Jenn Proske', 'Eddie Griffin', 'Diedrich Bader', 'Sophie Monk', 'Alyson Hannigan', 'Adam Campbell', 'Carmen Electra', 'Kevin Sorbo', 'Sean Maguire', 'Brant Daugherty', 'Cody Christian', 'Maiara Walsh']]
Predicted Ans:    Matt Lanter
Predicted Path:   Aaron Seltzer --[(INV) directed_by]--> Disaster Movie --[starred_actors]--> Matt Lanter
Path (Raw):       Aaron Seltzer --[No Operation]--> Aaron Seltzer --[(INV) directed_by]--> Disaster Movie --[starred_actors]--> Matt Lanter
Neg LogProb(↓):   0.000412
Path Entropy(↓):  0.003649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by william malone starred who
Start Entity:     William Malone
Gold Answer:      [['Robert Forster', 'James Spader', 'Angela Bassett', 'Luke Perry', 'Lou Diamond Phillips', 'Dylan Purcell', 'Peter Fonda']]
Predicted Ans:    Lou Diamond Phillips
Predicted Path:   William Malone --[(INV) written_by]--> Supernova --[starred_actors]--> Lou Diamond Phillips
Path (Raw):       William Malone --[No Operation]--> William Malone --[(INV) written_by]--> Supernova --[starred_actors]--> Lou Diamond Phillips
Neg LogProb(↓):   1.167013
Path Entropy(↓):  1.952392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by north writers release
Start Entity:     North
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   North --[written_by]--> Alan Zweibel --[(INV) written_by]--> Dragnet --[release_year]--> 1987
Path (Raw):       North --[written_by]--> Alan Zweibel --[(INV) written_by]--> Dragnet --[release_year]--> 1987
Neg LogProb(↓):   0.001815
Path Entropy(↓):  0.013953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of g. i. blues
Start Entity:     G.I. Blues
Gold Answer:      [['Easy Come, Easy Go', 'Wild in the Country', 'Paradise, Hawaiian Style', 'Girls! Girls! Girls!', 'Love Me Tender', 'Fun in Acapulco', 'The Trouble with Girls', 'Change of Habit', 'Flaming Star', "It Happened at the World's Fair", 'Speedway', 'King Creole', 'Roustabout', 'Viva Las Vegas', 'Frankie and Johnny', 'Follow That Dream', 'Jailhouse Rock', 'Spinout', 'Elvis on Tour', 'Clambake', 'Harum Scarum', 'Loving You', 'Double Trouble', 'Blue Hawaii']]
Predicted Ans:    Roustabout
Predicted Path:   G.I. Blues --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Roustabout
Path (Raw):       G.I. Blues --[starred_actors]--> Elvis Presley --[No Operation]--> Elvis Presley --[(INV) starred_actors]--> Roustabout
Neg LogProb(↓):   1.190243
Path Entropy(↓):  2.124868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by sara sugarman release
Start Entity:     Sara Sugarman
Gold Answer:      [['2001', '2004']]
Predicted Ans:    2004
Predicted Path:   Sara Sugarman --[(INV) directed_by]--> Confessions of a Teenage Drama Queen --[release_year]--> 2004
Path (Raw):       Sara Sugarman --[No Operation]--> Sara Sugarman --[(INV) directed_by]--> Confessions of a Teenage Drama Queen --[release_year]--> 2004
Neg LogProb(↓):   0.199332
Path Entropy(↓):  0.473154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie fat kid rules the world about
Start Entity:     Fat Kid Rules the World
Gold Answer:      [['directorial debut']]
Predicted Ans:    directorial debut
Predicted Path:   Fat Kid Rules the World --[has_tags]--> directorial debut --[(INV) has_tags]--> The Bridge to Nowhere --[has_tags]--> directorial debut
Path (Raw):       Fat Kid Rules the World --[has_tags]--> directorial debut --[(INV) has_tags]--> The Bridge to Nowhere --[has_tags]--> directorial debut
Neg LogProb(↓):   0.028740
Path Entropy(↓):  0.144431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the seventh sign
Start Entity:     The Seventh Sign
Gold Answer:      [['Ellen Green']]
Predicted Ans:    Ellen Green
Predicted Path:   The Seventh Sign --[written_by]--> Ellen Green --[(INV) written_by]--> The Seventh Sign --[written_by]--> Ellen Green
Path (Raw):       The Seventh Sign --[written_by]--> Ellen Green --[(INV) written_by]--> The Seventh Sign --[written_by]--> Ellen Green
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by judd nelson released
Start Entity:     Judd Nelson
Gold Answer:      [['1997', '1989', '1985', '1987', '1986']]
Predicted Ans:    1986
Predicted Path:   Judd Nelson --[(INV) starred_actors]--> Blue City --[release_year]--> 1986
Path (Raw):       Judd Nelson --[No Operation]--> Judd Nelson --[(INV) starred_actors]--> Blue City --[release_year]--> 1986
Neg LogProb(↓):   0.220245
Path Entropy(↓):  0.575239
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was glenn patterson a writer on
Start Entity:     Glenn Patterson
Gold Answer:      [['Good Vibrations']]
Predicted Ans:    Good Vibrations
Predicted Path:   Glenn Patterson --[(INV) written_by]--> Good Vibrations --[written_by]--> Glenn Patterson --[(INV) written_by]--> Good Vibrations
Path (Raw):       Glenn Patterson --[(INV) written_by]--> Good Vibrations --[written_by]--> Glenn Patterson --[(INV) written_by]--> Good Vibrations
Neg LogProb(↓):   0.376546
Path Entropy(↓):  0.622100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe mighty joe young
Start Entity:     Mighty Joe Young
Gold Answer:      [['ernest b. schoedsack']]
Predicted Ans:    ron underwood
Predicted Path:   Mighty Joe Young --[has_tags]--> ron underwood --[(INV) has_tags]--> Heart and Souls --[has_tags]--> ron underwood
Path (Raw):       Mighty Joe Young --[has_tags]--> ron underwood --[(INV) has_tags]--> Heart and Souls --[has_tags]--> ron underwood
Neg LogProb(↓):   0.409269
Path Entropy(↓):  0.887541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with crazy on the outside in
Start Entity:     Crazy on the Outside
Gold Answer:      [['Vietnamese', 'French', 'Indonesian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Crazy on the Outside --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Path (Raw):       Crazy on the Outside --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Neg LogProb(↓):   0.271855
Path Entropy(↓):  0.574777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films don't give up the ship are written by who
Start Entity:     Don't Give Up the Ship
Gold Answer:      [['Mark Twain', 'Nelson Gidding', 'Ernst Lubitsch', 'Guy Bolton', 'Eleanore Griffin', 'John V.A. Weaver', 'John Meehan', 'Dore Schary', 'Sidney Sheldon', 'Sam Mintz', 'Don Marquis', 'Percy Crosby', 'Weldon Hill', 'Robert Hardy Andrews', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Dorothy Cooper']]
Predicted Ans:    John Meehan
Predicted Path:   Don't Give Up the Ship --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[written_by]--> John Meehan
Path (Raw):       Don't Give Up the Ship --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[written_by]--> John Meehan
Neg LogProb(↓):   0.568739
Path Entropy(↓):  1.278172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is american hardcore in
Start Entity:     American Hardcore
Gold Answer:      [['Documentary', 'Music']]
Predicted Ans:    Documentary
Predicted Path:   American Hardcore --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       American Hardcore --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.256498
Path Entropy(↓):  3.941641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in he said, she said
Start Entity:     He Said, She Said
Gold Answer:      [['Family', 'Music', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   He Said, She Said --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[has_genre]--> Comedy
Path (Raw):       He Said, She Said --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[has_genre]--> Comedy
Neg LogProb(↓):   0.498582
Path Entropy(↓):  1.539323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the phantom
Start Entity:     The Phantom
Gold Answer:      [['Lee Falk']]
Predicted Ans:    Lee Falk
Predicted Path:   The Phantom --[written_by]--> Lee Falk --[(INV) written_by]--> The Phantom --[written_by]--> Lee Falk
Path (Raw):       The Phantom --[written_by]--> Lee Falk --[(INV) written_by]--> The Phantom --[written_by]--> Lee Falk
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film prayers for bobby were in which languages
Start Entity:     Prayers for Bobby
Gold Answer:      [['French', 'Indonesian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Prayers for Bobby --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Path (Raw):       Prayers for Bobby --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Neg LogProb(↓):   0.005605
Path Entropy(↓):  0.039463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the forger in
Start Entity:     The Forger
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   The Forger --[starred_actors]--> Josh Hutcherson --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Path (Raw):       The Forger --[starred_actors]--> Josh Hutcherson --[(INV) starred_actors]--> Red Dawn --[in_language]--> Korean
Neg LogProb(↓):   0.003454
Path Entropy(↓):  0.023667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the boy friend
Start Entity:     The Boy Friend
Gold Answer:      [['Ken Russell', 'Sandy Wilson']]
Predicted Ans:    Ken Russell
Predicted Path:   The Boy Friend --[written_by]--> Sandy Wilson --[(INV) written_by]--> The Boy Friend --[written_by]--> Ken Russell
Path (Raw):       The Boy Friend --[written_by]--> Sandy Wilson --[(INV) written_by]--> The Boy Friend --[written_by]--> Ken Russell
Neg LogProb(↓):   0.392573
Path Entropy(↓):  0.778655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the molly maguires starred who
Start Entity:     The Molly Maguires
Gold Answer:      [['Madge Sinclair', 'Sally Field', 'Richard Boone', 'Luther Adler', 'Alex Cord', 'Woody Allen', 'Oskar Werner', 'Irene Papas', 'Joanne Woodward', 'Fredric March', 'Corey Haim', 'Jane Alexander', 'Karl Malden', 'Zero Mostel', 'James Garner', 'Patricia Neal', 'Paul Winfield', 'Kevin Hooks', 'Sidney Poitier', 'John Cassavetes', 'Brian Kerwin', 'Jon Voight', 'Paul Newman', 'Melvyn Douglas', 'Walter Matthau', 'Herschel Bernardi', 'Claire Bloom', 'James Earl Jones', 'Kirk Douglas', 'Richard Burton', 'Anthony Franciosa', 'Mary Steenburgen', 'Diane Cilento', 'Ron Leibman', 'Richard Dreyfuss', 'Beau Bridges', 'Orson Welles', 'Cicely Tyson', 'Louis Armstrong', 'Carol Burnett', 'Barbra Streisand']]
Predicted Ans:    Richard Burton
Predicted Path:   The Molly Maguires --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Path (Raw):       The Molly Maguires --[directed_by]--> Martin Ritt --[(INV) directed_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.620996
Path Entropy(↓):  1.694528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the sergeant
Start Entity:     The Sergeant
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Sergeant --[release_year]--> 1968 --[(INV) release_year]--> The Strange Affair --[release_year]--> 1968
Path (Raw):       The Sergeant --[release_year]--> 1968 --[(INV) release_year]--> The Strange Affair --[release_year]--> 1968
Neg LogProb(↓):   2.267702
Path Entropy(↓):  3.276633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the bitter moon director
Start Entity:     Bitter Moon
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Bitter Moon --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Venus in Fur --[has_genre]--> Drama
Path (Raw):       Bitter Moon --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Venus in Fur --[has_genre]--> Drama
Neg LogProb(↓):   0.719282
Path Entropy(↓):  1.028720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about william a. seiter
Start Entity:     william a. seiter
Gold Answer:      [['Sons of the Desert', 'Susannah of the Mounties', 'Stowaway', 'Dimples', 'If I Had a Million']]
Predicted Ans:    Stowaway
Predicted Path:   william a. seiter --[(INV) has_tags]--> Stowaway --[has_tags]--> william a. seiter --[(INV) has_tags]--> Stowaway
Path (Raw):       william a. seiter --[(INV) has_tags]--> Stowaway --[has_tags]--> william a. seiter --[(INV) has_tags]--> Stowaway
Neg LogProb(↓):   0.119105
Path Entropy(↓):  0.458999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bartok the magnificent were in which languages
Start Entity:     Bartok the Magnificent
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Bartok the Magnificent --[starred_actors]--> Hank Azaria --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Path (Raw):       Bartok the Magnificent --[starred_actors]--> Hank Azaria --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Neg LogProb(↓):   0.264415
Path Entropy(↓):  0.813282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the strange case of angelica
Start Entity:     The Strange Case of Angelica
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Strange Case of Angelica --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> Abraham's Valley --[has_genre]--> Drama
Path (Raw):       The Strange Case of Angelica --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> Abraham's Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.158741
Path Entropy(↓):  0.451412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of crossing the bridge
Start Entity:     Crossing the Bridge
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Crossing the Bridge --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Crossing the Bridge --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.662934
Path Entropy(↓):  4.384873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the good mother
Start Entity:     The Good Mother
Gold Answer:      [['Eric Blakeney', 'Nelson Gidding', 'Judith Rossner', 'Olivia Goldsmith', 'Richard Eyre', 'Paul Haggis', 'Lawrence Block', 'Didier Van Cauwelaert', 'Susan Isaacs', 'Stephen J. Cannell', 'Marshall Brickman', 'Scott Frank', 'Scott McPherson', 'Luc Besson', 'John Byrum', 'Robert Kaufman', 'Woody Allen', 'Warren Beatty', 'Dan Mazeau', 'Christopher Nolan', 'David Seltzer', 'David S. Goyer', 'Mark Andrus', 'Trevor Griffiths', 'Brian Bloom', 'Frank Lupo', 'Seth MacFarlane', 'Rosellen Brown', 'Wellesley Wild', 'Alec Sulkin', 'Lawrence Kasdan', 'Joe Carnahan', 'Simon Moore', 'Edith Wharton', 'Nancy Meyers', 'Neil Jordan', 'Sam Raimi', 'Steven Zaillian', 'Bill Condon', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Atom Egoyan', 'Justin Zackham', 'Karine Sudan', 'Garry Marshall', 'Steve Sharon', 'Peter Lepeniotis', 'Lorne Cameron', 'Shirley Jackson', 'Ian Mackenzie Jeffers', 'John Wainwright', 'Thomas Keneally', 'Erin Cressida Wilson', 'Anne Fontaine', 'Richard Brooks', 'David Von Ancken', 'Abby Everett Jaques', 'Bo Goldman', 'Robert Mark Kamen', 'Michael Jenning', 'Thomas Bezucha', 'Mark Handley']]
Predicted Ans:    Atom Egoyan
Predicted Path:   The Good Mother --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Path (Raw):       The Good Mother --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.785164
Path Entropy(↓):  1.760644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did lucky mckee star in
Start Entity:     Lucky McKee
Gold Answer:      [['Roman']]
Predicted Ans:    Roman
Predicted Path:   Lucky McKee --[(INV) starred_actors]--> Roman --[starred_actors]--> Lucky McKee --[(INV) starred_actors]--> Roman
Path (Raw):       Lucky McKee --[(INV) starred_actors]--> Roman --[starred_actors]--> Lucky McKee --[(INV) starred_actors]--> Roman
Neg LogProb(↓):   0.014151
Path Entropy(↓):  0.080279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by terry jones
Start Entity:     Terry Jones
Gold Answer:      [['1989', '1975']]
Predicted Ans:    1975
Predicted Path:   Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Path (Raw):       Terry Jones --[No Operation]--> Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Neg LogProb(↓):   0.001398
Path Entropy(↓):  0.010639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with captain horatio hornblower r. n. fall under
Start Entity:     Captain Horatio Hornblower R.N.
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Captain Horatio Hornblower R.N. --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Path (Raw):       Captain Horatio Hornblower R.N. --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Neg LogProb(↓):   1.000505
Path Entropy(↓):  1.548289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in a thousand words
Start Entity:     A Thousand Words
Gold Answer:      [['Walter Hill', 'Steve Martin', 'Andrew Adamson', 'Conrad Vernon', 'Larry Gross', 'Geoff Rodkey', 'David Sheffield', 'Eddie Murphy', 'Steven E. de Souza', 'Jerry Lewis', 'Barry W. Blaustein', 'Roger Spottiswoode', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Bill Condon', 'Vernon Lynch', 'Ted Griffin', 'Hugh Lofting', 'Gary Trousdale', 'Bill Richmond', 'Bill Corbett', 'Larry Levin', 'Rob Greenberg', 'David Berenbaum', 'William Steig', 'Tom Eyen']]
Predicted Ans:    Walter Hill
Predicted Path:   A Thousand Words --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Path (Raw):       A Thousand Words --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Neg LogProb(↓):   0.927143
Path Entropy(↓):  1.318259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of man at bath
Start Entity:     Man at Bath
Gold Answer:      [['Making Plans for Lena', 'Close to Leo', 'Love Songs']]
Predicted Ans:    Love Songs
Predicted Path:   Man at Bath --[written_by]--> Christophe Honoré --[(INV) written_by]--> Love Songs
Path (Raw):       Man at Bath --[No Operation]--> Man at Bath --[written_by]--> Christophe Honoré --[(INV) written_by]--> Love Songs
Neg LogProb(↓):   0.898330
Path Entropy(↓):  1.107057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of thalmus rasulala
Start Entity:     Thalmus Rasulala
Gold Answer:      [['Teri Garr', 'Jeffrey Jones', 'Jon Lovitz']]
Predicted Ans:    Jeffrey Jones
Predicted Path:   Thalmus Rasulala --[(INV) starred_actors]--> Mom and Dad Save the World --[starred_actors]--> Jeffrey Jones
Path (Raw):       Thalmus Rasulala --[No Operation]--> Thalmus Rasulala --[(INV) starred_actors]--> Mom and Dad Save the World --[starred_actors]--> Jeffrey Jones
Neg LogProb(↓):   0.352430
Path Entropy(↓):  0.625019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote 101 reykjavik
Start Entity:     101 Reykjavík
Gold Answer:      [['Robert Shaw', 'Jacqueline Bisset', 'Nick Nolte']]
Predicted Ans:    Jacqueline Bisset
Predicted Path:   101 Reykjavík --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep --[starred_actors]--> Jacqueline Bisset
Path (Raw):       101 Reykjavík --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep --[starred_actors]--> Jacqueline Bisset
Neg LogProb(↓):   0.008536
Path Entropy(↓):  0.053163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote carla's song
Start Entity:     Carla's Song
Gold Answer:      [['Clive Gordon', 'Ken Loach', 'Ivan Engler']]
Predicted Ans:    Ken Loach
Predicted Path:   Carla's Song --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[directed_by]--> Ken Loach
Path (Raw):       Carla's Song --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.196526
Path Entropy(↓):  0.603900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of very annie mary
Start Entity:     Very Annie Mary
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Very Annie Mary --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Very Annie Mary --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.916095
Path Entropy(↓):  4.370874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film american gigolo released
Start Entity:     American Gigolo
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   American Gigolo --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       American Gigolo --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   2.402004
Path Entropy(↓):  3.808609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by jay parini
Start Entity:     Jay Parini
Gold Answer:      [['Michael Hoffman']]
Predicted Ans:    Michael Hoffman
Predicted Path:   Jay Parini --[(INV) written_by]--> The Last Station --[directed_by]--> Michael Hoffman
Path (Raw):       Jay Parini --[No Operation]--> Jay Parini --[(INV) written_by]--> The Last Station --[directed_by]--> Michael Hoffman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie 48 hrs.
Start Entity:     48 Hrs.
Gold Answer:      [['Walter Hill', 'Steve Martin', 'Robert Stone', 'Michael Polish', 'Paul Mazursky', 'Ron Shelton', 'Pierre Schoendoerffer', 'Andrew Adamson', 'David S. Ward', 'Rawson Marshall Thurber', 'Geoff Rodkey', 'Ted Kotcheff', 'Conrad Vernon', 'Tony DiTerlizzi', 'John Milius', 'Holly Black', 'Pat Conroy', 'Fred Rexer', 'Joshua Michael Stern', 'John Steinbeck', 'James Jones', 'David Sheffield', 'Eddie Murphy', 'Sam Shepard', 'Arthur Miller', 'Sabina Murray', 'Charles Shyer', 'Jerry Lewis', 'Alan Rudolph', 'Barry W. Blaustein', 'Olivier Assayas', 'Peter Benchley', 'Roy Huggins', 'Brett Morgen', 'Nancy Meyers', "Gavin O'Connor", 'Deric Washburn', 'John D. MacDonald', 'Frank Yablans', 'Peter Gent', 'Jeff Nathanson', 'Bill Collage', 'Neil Jordan', 'Adam Cooper', 'Bill Condon', 'Vernon Lynch', 'John D. Hancock', 'Ted Griffin', 'Hugh Lofting', 'James R. Webb', 'James Ponsoldt', 'Paul Schrader', 'Francis Veber', 'Baltasar Kormákur', 'Gary Trousdale', 'Bill Richmond', 'Bill Corbett', 'Larry Levin', 'Rob Greenberg', 'Mark Polish', 'Russell Banks', 'David Berenbaum', 'William Steig', 'Terrence Malick', 'Tom Eyen', 'Michael Chabon', 'Becky Johnston', 'Judith Rascoe']]
Predicted Ans:    Peter Benchley
Predicted Path:   48 Hrs. --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[written_by]--> Peter Benchley
Path (Raw):       48 Hrs. --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[written_by]--> Peter Benchley
Neg LogProb(↓):   0.810769
Path Entropy(↓):  1.705738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film straw dogs released
Start Entity:     Straw Dogs
Gold Answer:      [['2011']]
Predicted Ans:    1971
Predicted Path:   Straw Dogs --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       Straw Dogs --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   2.220232
Path Entropy(↓):  4.456591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films does misa shimizu appear in
Start Entity:     Misa Shimizu
Gold Answer:      [['The Eel']]
Predicted Ans:    The Eel
Predicted Path:   Misa Shimizu --[(INV) starred_actors]--> The Eel --[starred_actors]--> Akira Emoto --[(INV) starred_actors]--> The Eel
Path (Raw):       Misa Shimizu --[(INV) starred_actors]--> The Eel --[starred_actors]--> Akira Emoto --[(INV) starred_actors]--> The Eel
Neg LogProb(↓):   0.201898
Path Entropy(↓):  0.479285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is front of the class
Start Entity:     Front of the Class
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Front of the Class --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Front of the Class --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.238000
Path Entropy(↓):  4.566360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by john dos passos
Start Entity:     John Dos Passos
Gold Answer:      [['Lionel Atwill', 'Edward Everett Horton', 'Marlene Dietrich']]
Predicted Ans:    Marlene Dietrich
Predicted Path:   John Dos Passos --[(INV) written_by]--> The Devil Is a Woman --[starred_actors]--> Marlene Dietrich
Path (Raw):       John Dos Passos --[No Operation]--> John Dos Passos --[(INV) written_by]--> The Devil Is a Woman --[starred_actors]--> Marlene Dietrich
Neg LogProb(↓):   0.293797
Path Entropy(↓):  0.584193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by blood beach actors
Start Entity:     Blood Beach
Gold Answer:      [['Drama', 'Sport', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Blood Beach --[starred_actors]--> Burt Young --[(INV) starred_actors]--> Convoy --[has_genre]--> Action
Path (Raw):       Blood Beach --[starred_actors]--> Burt Young --[(INV) starred_actors]--> Convoy --[has_genre]--> Action
Neg LogProb(↓):   0.769358
Path Entropy(↓):  1.336065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the great lie fall under
Start Entity:     The Great Lie
Gold Answer:      [['Family', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Great Lie --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> Across the Pacific --[has_genre]--> Adventure
Path (Raw):       The Great Lie --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> Across the Pacific --[has_genre]--> Adventure
Neg LogProb(↓):   0.192913
Path Entropy(↓):  0.641972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by bob peck
Start Entity:     Bob Peck
Gold Answer:      [['1989', '2007']]
Predicted Ans:    1989
Predicted Path:   Bob Peck --[(INV) starred_actors]--> Slipstream --[release_year]--> 1989
Path (Raw):       Bob Peck --[No Operation]--> Bob Peck --[(INV) starred_actors]--> Slipstream --[release_year]--> 1989
Neg LogProb(↓):   0.597264
Path Entropy(↓):  0.688075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the theory of flight
Start Entity:     The Theory of Flight
Gold Answer:      [['Julia Stiles', 'Igal Naor', 'Matt Damon', 'Tom Hanks', 'Barkhad Abdi', 'Brian Cox']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   The Theory of Flight --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight --[starred_actors]--> Kenneth Branagh
Path (Raw):       The Theory of Flight --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Theory of Flight --[starred_actors]--> Kenneth Branagh
Neg LogProb(↓):   0.463362
Path Entropy(↓):  1.143566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in the high and the mighty
Start Entity:     The High and the Mighty
Gold Answer:      [['French', 'Swahili', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   The High and the Mighty --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The High and the Mighty --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.002361
Path Entropy(↓):  0.018250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the black swan
Start Entity:     The Black Swan
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Adventure', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   The Black Swan --[directed_by]--> Henry King --[(INV) directed_by]--> Captain from Castile --[has_genre]--> Adventure
Path (Raw):       The Black Swan --[directed_by]--> Henry King --[(INV) directed_by]--> Captain from Castile --[has_genre]--> Adventure
Neg LogProb(↓):   1.041558
Path Entropy(↓):  1.637958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of antonia's line
Start Entity:     Antonia's Line
Gold Answer:      [['A Question of Silence']]
Predicted Ans:    Antonia's Line
Predicted Path:   Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line
Path (Raw):       Antonia's Line --[No Operation]--> Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line
Neg LogProb(↓):   0.000693
Path Entropy(↓):  0.005928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies acted by christopher plummer
Start Entity:     Christopher Plummer
Gold Answer:      [['French', 'Persian', 'English', 'Italian', 'Armenian', 'German']]
Predicted Ans:    English
Predicted Path:   Christopher Plummer --[(INV) starred_actors]--> The New World --[in_language]--> English
Path (Raw):       Christopher Plummer --[No Operation]--> Christopher Plummer --[(INV) starred_actors]--> The New World --[in_language]--> English
Neg LogProb(↓):   0.429034
Path Entropy(↓):  0.928760
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of the best of times
Start Entity:     The Best of Times
Gold Answer:      [['Escape from New York', 'Executive Decision', 'Good Morning, Vietnam', 'The Birdcage', 'Flubber', 'The Deadly Tower', 'Good Will Hunting', '3000 Miles to Graceland', 'Tequila Sunrise', 'Touchback', 'Grindhouse', 'Backdraft', 'The Thing', 'RV', 'Soldier', 'The Mean Season', 'The Face of Love', 'Big Trouble in Little China', 'Moscow on the Hudson', 'Breakdown', 'The Fox and the Hound', 'Dead Poets Society', 'Death Proof', 'Tombstone', 'Bicentennial Man', 'Captain Ron', "Now You See Him, Now You Don't", 'The Big White', 'Patch Adams', 'The Computer Wore Tennis Shoes', "Fathers' Day", 'House of D', 'One Hour Photo', "World's Greatest Dad", 'Superdad', 'The World According to Garp', 'Popeye', 'Cadillac Man', 'Hook', 'Vanilla Sky', 'The Angriest Man in Brooklyn', 'License to Wed', 'Aladdin', 'Escape from L.A.', 'Poseidon', 'The Final Cut', 'Being Human', 'Swing Shift', 'Club Paradise', 'Jack', 'The Survivors', 'Seize the Day', 'Unlawful Entry', 'Man of the Year', 'Old Dogs', 'The Barefoot Executive', 'Elvis', 'Jakob the Liar', 'The Art of the Steal', 'Dark Blue', 'Awakenings', 'Toys', 'The Strongest Man in the World', 'Stargate', 'Jumanji', 'Sky High', 'What Dreams May Come', 'Mrs. Doubtfire', 'Used Cars', 'Overboard', 'Death to Smoochy']]
Predicted Ans:    Good Morning, Vietnam
Predicted Path:   The Best of Times --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Path (Raw):       The Best of Times --[No Operation]--> The Best of Times --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Neg LogProb(↓):   1.257313
Path Entropy(↓):  2.663355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the human race were released in which years
Start Entity:     The Human Race
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   The Human Race --[written_by]--> Paul Hough --[(INV) written_by]--> The Backyard --[release_year]--> 2002
Path (Raw):       The Human Race --[written_by]--> Paul Hough --[(INV) written_by]--> The Backyard --[release_year]--> 2002
Neg LogProb(↓):   0.126498
Path Entropy(↓):  0.364812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of spider - man 2
Start Entity:     Spider-Man 2
Gold Answer:      [['Ronald Neame', 'Tom Dey', 'Erick Zonca', 'Adrian Lyne', 'Rawson Marshall Thurber', 'Andrew Stanton', 'Marc Webb', 'Michael Hoffman', 'Peter Bogdanovich', 'Robert Redford', 'Martin Ritt', 'Sam Raimi', 'Paul Newman', 'Curtis Hanson', 'Luis Mandoki', 'David Dobkin', 'Fred Zinnemann', 'Norman Jewison', 'Alan J. Pakula']]
Predicted Ans:    Sam Raimi
Predicted Path:   Spider-Man 2 --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Path (Raw):       Spider-Man 2 --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.675698
Path Entropy(↓):  1.661311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in roberta also appears in which movies
Start Entity:     Roberta
Gold Answer:      [['Kitty Foyle', 'Top Hat', 'You Were Never Lovelier', 'Blue Skies', 'Primrose Path', 'Star of Midnight', 'Ride the High Country', 'Once Upon a Honeymoon', 'The Notorious Landlady', "Hangman's Knot", 'On the Beach', 'Santa Fe', 'Romance in Manhattan', 'Thirteen Women', 'Comanche Station', 'Captain Kidd', 'Black Widow', 'Rage at Dawn', 'A Lawless Street', "You'll Never Get Rich", 'Tight Spot', '7th Cavalry', 'Ghost Story', "The Sky's the Limit", 'The Awful Truth', 'Vivacious Lady', 'To the Shores of Tripoli', 'Carson City', 'The Tall T', 'Flying Down to Rio', 'Bombardier', 'Royal Wedding', 'Buchanan Rides Alone', 'Virginia City', 'Silk Stockings', 'High, Wide, and Handsome', 'Tender Comrade', 'A Damsel in Distress', 'Carefree', 'The Story of Vernon and Irene Castle', 'Hot Saturday', 'Ziegfeld Follies', 'Belle Starr', 'Westbound', 'The Barkleys of Broadway', 'Bachelor Mother', 'Decision at Sundown', 'The Major and the Minor', 'Christmas Eve', 'Second Chorus', 'Easter Parade', 'Jesse James', 'The Man Behind the Gun', 'Pittsburgh', 'Gunfighters', 'Yolanda and the Thief', 'Swing Time', 'Anna and the King of Siam', 'Seven Men from Now', 'She', 'Susannah of the Mounties', 'The Gay Divorcee', 'Three Little Words', 'Life with Father', 'The Desperadoes', 'Funny Face', 'A Guy Named Joe', 'The Spoilers', "I'll Be Seeing You", "That's Entertainment, Part II", 'Holiday Inn', 'Roxie Hart', 'Shoot-Out at Medicine Bend', 'The Mudlark', 'Love Affair', 'Albuquerque', 'Follow the Fleet', 'The Last of the Mohicans', 'Monkey Business', "That's Entertainment!", 'Storm Warning', 'Western Union', "Badman's Territory", 'Man in the Saddle', 'The Band Wagon', 'Cimarron', 'Broadway Melody of 1940', 'Daddy Long Legs', "Finian's Rainbow", 'Ride Lonesome', 'The Age of Innocence', "We're Not Married!", 'Penny Serenade', 'Stage Door', 'Theodora Goes Wild', 'Rebecca of Sunnybrook Farm', 'My Favorite Wife']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   Roberta --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Path (Raw):       Roberta --[starred_actors]--> Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Neg LogProb(↓):   1.105720
Path Entropy(↓):  2.199291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by stefania sandrelli
Start Entity:     Stefania Sandrelli
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Stefania Sandrelli --[(INV) starred_actors]--> The Key --[in_language]--> Italian
Path (Raw):       Stefania Sandrelli --[No Operation]--> Stefania Sandrelli --[(INV) starred_actors]--> The Key --[in_language]--> Italian
Neg LogProb(↓):   0.064930
Path Entropy(↓):  0.236071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was richard wormser a writer on
Start Entity:     Richard Wormser
Gold Answer:      [['The Big Steal']]
Predicted Ans:    The Big Steal
Predicted Path:   Richard Wormser --[(INV) written_by]--> The Big Steal --[written_by]--> Richard Wormser --[(INV) written_by]--> The Big Steal
Path (Raw):       Richard Wormser --[(INV) written_by]--> The Big Steal --[written_by]--> Richard Wormser --[(INV) written_by]--> The Big Steal
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie mickey blue eyes
Start Entity:     Mickey Blue Eyes
Gold Answer:      [['1995', '1988', '2009', '1992', '1991', '1994', '1999', '2002', '1987']]
Predicted Ans:    1992
Predicted Path:   Mickey Blue Eyes --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[release_year]--> 1992
Path (Raw):       Mickey Blue Eyes --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[release_year]--> 1992
Neg LogProb(↓):   0.984727
Path Entropy(↓):  1.345839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of russell banks
Start Entity:     Russell Banks
Gold Answer:      [['Paul Schrader', 'Atom Egoyan']]
Predicted Ans:    Paul Schrader
Predicted Path:   Russell Banks --[(INV) written_by]--> Affliction --[written_by]--> Paul Schrader
Path (Raw):       Russell Banks --[No Operation]--> Russell Banks --[(INV) written_by]--> Affliction --[written_by]--> Paul Schrader
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jim jacobs written movies
Start Entity:     Jim Jacobs
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Jim Jacobs --[(INV) written_by]--> Grease --[release_year]--> 1978
Path (Raw):       Jim Jacobs --[No Operation]--> Jim Jacobs --[(INV) written_by]--> Grease --[release_year]--> 1978
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by don winslow were directed by who
Start Entity:     Don Winslow
Gold Answer:      [['John Herzfeld', 'James Ivory', 'Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Don Winslow --[(INV) written_by]--> Savages --[directed_by]--> Oliver Stone
Path (Raw):       Don Winslow --[No Operation]--> Don Winslow --[(INV) written_by]--> Savages --[directed_by]--> Oliver Stone
Neg LogProb(↓):   0.007493
Path Entropy(↓):  0.048618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of night at the museum
Start Entity:     Night at the Museum
Gold Answer:      [['This Is Where I Leave You', 'Just Married', 'The Internship', 'Big Fat Liar', 'Cheaper by the Dozen', 'Date Night', 'Real Steel']]
Predicted Ans:    Just Married
Predicted Path:   Night at the Museum --[directed_by]--> Shawn Levy --[(INV) directed_by]--> Just Married
Path (Raw):       Night at the Museum --[directed_by]--> Shawn Levy --[(INV) directed_by]--> Just Married --[No Operation]--> Just Married
Neg LogProb(↓):   1.221696
Path Entropy(↓):  1.491024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of marianna hill acted films
Start Entity:     Marianna Hill
Gold Answer:      [['Haskell Wexler', 'Abe Polsky']]
Predicted Ans:    Haskell Wexler
Predicted Path:   Marianna Hill --[(INV) starred_actors]--> Medium Cool --[written_by]--> Haskell Wexler
Path (Raw):       Marianna Hill --[No Operation]--> Marianna Hill --[(INV) starred_actors]--> Medium Cool --[written_by]--> Haskell Wexler
Neg LogProb(↓):   0.043302
Path Entropy(↓):  0.175429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of alila also wrote movies
Start Entity:     Alila
Gold Answer:      [['Kippur', 'Free Zone', 'Kadosh', 'Kedma']]
Predicted Ans:    Alila
Predicted Path:   Alila --[written_by]--> Amos Gitai --[(INV) written_by]--> Alila
Path (Raw):       Alila --[written_by]--> Amos Gitai --[(INV) written_by]--> Alila --[No Operation]--> Alila
Neg LogProb(↓):   0.255110
Path Entropy(↓):  0.645908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in noel behn written movies
Start Entity:     Noel Behn
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Noel Behn --[(INV) written_by]--> The Kremlin Letter --[in_language]--> French
Path (Raw):       Noel Behn --[No Operation]--> Noel Behn --[(INV) written_by]--> The Kremlin Letter --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of scoop
Start Entity:     Scoop
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Scoop --[directed_by]--> Woody Allen --[(INV) directed_by]--> Broadway Danny Rose --[directed_by]--> Woody Allen
Path (Raw):       Scoop --[directed_by]--> Woody Allen --[(INV) directed_by]--> Broadway Danny Rose --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.504077
Path Entropy(↓):  2.150308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie ladies of leisure are directed by who
Start Entity:     Ladies of Leisure
Gold Answer:      [['Robert Wise', 'Fritz Lang', 'Cecil B. DeMille', 'Howard Bretherton', 'Leigh Jason', 'Rudolph Maté', 'Fletcher Markle', 'William A. Wellman', 'Mervyn LeRoy', 'Gerd Oswald', 'Preston Sturges', 'Lewis Milestone', 'Billy Wilder', 'King Vidor', 'Alfred E. Green', 'George Marshall', 'Anthony Mann', 'Frank Capra', 'Anatole Litvak', 'Douglas Sirk', 'Allan Dwan', 'Wesley Ruggles', 'Mitchell Leisen', 'Samuel Fuller', 'Alfred Santell', 'John Sturges', 'William Keighley', 'Peter Godfrey', 'Robert Siodmak', 'John Farrow', 'George Stevens', 'William Castle', 'Sidney Lanfield', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Preston Sturges
Predicted Path:   Ladies of Leisure --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> The Lady Eve --[directed_by]--> Preston Sturges
Path (Raw):       Ladies of Leisure --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> The Lady Eve --[directed_by]--> Preston Sturges
Neg LogProb(↓):   1.505824
Path Entropy(↓):  2.178876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie life is a long quiet river
Start Entity:     Life Is a Long Quiet River
Gold Answer:      [['2001', '1990']]
Predicted Ans:    1988
Predicted Path:   Life Is a Long Quiet River --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Life Is a Long Quiet River --[release_year]--> 1988
Path (Raw):       Life Is a Long Quiet River --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Life Is a Long Quiet River --[release_year]--> 1988
Neg LogProb(↓):   0.059895
Path Entropy(↓):  0.256750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies directed by the director of deep crimson
Start Entity:     Deep Crimson
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Deep Crimson --[in_language]--> Spanish --[(INV) in_language]--> Extraterrestrial --[in_language]--> Spanish
Path (Raw):       Deep Crimson --[in_language]--> Spanish --[(INV) in_language]--> Extraterrestrial --[in_language]--> Spanish
Neg LogProb(↓):   0.656018
Path Entropy(↓):  1.615716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by bruce dinsmore
Start Entity:     Bruce Dinsmore
Gold Answer:      [['Rodney Gibbons']]
Predicted Ans:    Rodney Gibbons
Predicted Path:   Bruce Dinsmore --[(INV) starred_actors]--> Stranger in the House --[directed_by]--> Rodney Gibbons
Path (Raw):       Bruce Dinsmore --[No Operation]--> Bruce Dinsmore --[(INV) starred_actors]--> Stranger in the House --[directed_by]--> Rodney Gibbons
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by edward riche fall under
Start Entity:     Edward Riche
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Edward Riche --[(INV) written_by]--> Rare Birds --[has_genre]--> Comedy
Path (Raw):       Edward Riche --[No Operation]--> Edward Riche --[(INV) written_by]--> Rare Birds --[has_genre]--> Comedy
Neg LogProb(↓):   0.409863
Path Entropy(↓):  0.638523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the village barbershop
Start Entity:     The Village Barbershop
Gold Answer:      [['Chris J. Ford']]
Predicted Ans:    Chris J. Ford
Predicted Path:   The Village Barbershop --[directed_by]--> Chris J. Ford --[(INV) directed_by]--> The Village Barbershop --[directed_by]--> Chris J. Ford
Path (Raw):       The Village Barbershop --[directed_by]--> Chris J. Ford --[(INV) directed_by]--> The Village Barbershop --[directed_by]--> Chris J. Ford
Neg LogProb(↓):   0.001828
Path Entropy(↓):  0.013401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed werckmeister harmonies
Start Entity:     Werckmeister Harmonies
Gold Answer:      [['Béla Tarr']]
Predicted Ans:    Ágnes Hranitzky
Predicted Path:   Werckmeister Harmonies --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[directed_by]--> Ágnes Hranitzky
Path (Raw):       Werckmeister Harmonies --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[directed_by]--> Ágnes Hranitzky
Neg LogProb(↓):   0.217008
Path Entropy(↓):  0.494995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film beginning of the end
Start Entity:     Beginning of the End
Gold Answer:      [['1962', '1976', '2009', '1960', '1965', '1958', '1977']]
Predicted Ans:    1960
Predicted Path:   Beginning of the End --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[release_year]--> 1960
Path (Raw):       Beginning of the End --[directed_by]--> Bert I. Gordon --[(INV) directed_by]--> The Boy and the Pirates --[release_year]--> 1960
Neg LogProb(↓):   0.688149
Path Entropy(↓):  1.080128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with the second best exotic marigold hotel in
Start Entity:     The Second Best Exotic Marigold Hotel
Gold Answer:      [['English', 'Polish']]
Predicted Ans:    English
Predicted Path:   The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt --[in_language]--> English
Path (Raw):       The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt --[in_language]--> English
Neg LogProb(↓):   0.057389
Path Entropy(↓):  0.251756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the craft
Start Entity:     The Craft
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Craft --[written_by]--> Andrew Fleming --[(INV) written_by]--> Dick --[has_genre]--> Comedy
Path (Raw):       The Craft --[written_by]--> Andrew Fleming --[(INV) written_by]--> Dick --[has_genre]--> Comedy
Neg LogProb(↓):   0.194618
Path Entropy(↓):  0.467832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the family fall under
Start Entity:     The Family
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Action
Predicted Path:   The Family --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[has_genre]--> Action
Path (Raw):       The Family --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[has_genre]--> Action
Neg LogProb(↓):   0.341640
Path Entropy(↓):  1.112923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by joseph m. newman
Start Entity:     Joseph M. Newman
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Joseph M. Newman --[(INV) directed_by]--> 711 Ocean Drive --[has_genre]--> Drama
Path (Raw):       Joseph M. Newman --[No Operation]--> Joseph M. Newman --[(INV) directed_by]--> 711 Ocean Drive --[has_genre]--> Drama
Neg LogProb(↓):   0.010280
Path Entropy(↓):  0.057057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for fresh
Start Entity:     Fresh
Gold Answer:      [['Boaz Yakin']]
Predicted Ans:    Boaz Yakin
Predicted Path:   Fresh --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Death in Love --[directed_by]--> Boaz Yakin
Path (Raw):       Fresh --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Death in Love --[directed_by]--> Boaz Yakin
Neg LogProb(↓):   0.773537
Path Entropy(↓):  1.292381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of the invisible man starred who
Start Entity:     The Invisible Man
Gold Answer:      [['Joan Bennett', 'Colin Clive', 'Charles Laughton', 'Louis Hayward', 'Warren William', 'Vivien Leigh', 'Mary Fuller', 'Charles Ogle', 'Jeremy Irons', 'Augustus Phillips', 'Kathryn Grayson', 'Joe E. Brown', 'John Malkovich', 'Leonardo DiCaprio', 'Melvyn Douglas', 'Robert Taylor', 'John Boles', 'Mae Clarke', 'Boris Karloff', 'Ava Gardner', 'Joseph Schildkraut', 'Howard Keel']]
Predicted Ans:    Joan Bennett
Predicted Path:   The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask --[starred_actors]--> Joan Bennett
Path (Raw):       The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   1.001103
Path Entropy(↓):  2.205191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film jesus christ superstar
Start Entity:     Jesus Christ Superstar
Gold Answer:      [['Tim Rice']]
Predicted Ans:    Tim Rice
Predicted Path:   Jesus Christ Superstar --[written_by]--> Tim Rice --[(INV) written_by]--> Jesus Christ Superstar --[written_by]--> Tim Rice
Path (Raw):       Jesus Christ Superstar --[written_by]--> Tim Rice --[(INV) written_by]--> Jesus Christ Superstar --[written_by]--> Tim Rice
Neg LogProb(↓):   2.313926
Path Entropy(↓):  2.716142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Joshua brand directed which films
Start Entity:     Joshua Brand
Gold Answer:      [["A Pyromaniac's Love Story"]]
Predicted Ans:    A Pyromaniac's Love Story
Predicted Path:   Joshua Brand --[(INV) directed_by]--> A Pyromaniac's Love Story --[directed_by]--> Joshua Brand --[(INV) directed_by]--> A Pyromaniac's Love Story
Path (Raw):       Joshua Brand --[(INV) directed_by]--> A Pyromaniac's Love Story --[directed_by]--> Joshua Brand --[(INV) directed_by]--> A Pyromaniac's Love Story
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was watermarks directed by
Start Entity:     Watermarks
Gold Answer:      [['Yaron Zilberman']]
Predicted Ans:    Yaron Zilberman
Predicted Path:   Watermarks --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> Watermarks --[directed_by]--> Yaron Zilberman
Path (Raw):       Watermarks --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> Watermarks --[directed_by]--> Yaron Zilberman
Neg LogProb(↓):   0.308272
Path Entropy(↓):  0.578522
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of dead men don't wear plaid starred who
Start Entity:     Dead Men Don't Wear Plaid
Gold Answer:      [['Steve Martin', 'Ruth Gordon', 'John Candy', 'Kirstie Alley', 'John Denver', 'Jami Gertz', 'Lily Tomlin', 'Kathleen Turner', 'George Burns', 'Bill Pullman', 'Sean Young', 'Dennis Farina', 'Bette Midler', 'Carrie Fisher', 'Teri Garr', 'Ron Leibman', 'Mark Harmon', 'George Segal', 'Armand Assante', 'Bernadette Peters', 'Sherilyn Fenn', 'Kate Nelligan', 'Trish Van Devere']]
Predicted Ans:    Steve Martin
Predicted Path:   Dead Men Don't Wear Plaid --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[starred_actors]--> Steve Martin
Path (Raw):       Dead Men Don't Wear Plaid --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.443286
Path Entropy(↓):  1.414234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jean smart
Start Entity:     Jean Smart
Gold Answer:      [["Chris D'Arienzo", 'Frank Turner Hollon', 'Audrey Wells']]
Predicted Ans:    Frank Turner Hollon
Predicted Path:   Jean Smart --[(INV) starred_actors]--> Barry Munday --[written_by]--> Frank Turner Hollon
Path (Raw):       Jean Smart --[No Operation]--> Jean Smart --[(INV) starred_actors]--> Barry Munday --[written_by]--> Frank Turner Hollon
Neg LogProb(↓):   0.264928
Path Entropy(↓):  0.588148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film up the down staircase
Start Entity:     Up the Down Staircase
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Up the Down Staircase --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Path (Raw):       Up the Down Staircase --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Neg LogProb(↓):   2.289786
Path Entropy(↓):  3.462960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor art carney starred together with who
Start Entity:     Art Carney
Gold Answer:      [['Charles Hallahan', 'Bill Macy', 'Lily Tomlin', 'Eugene Roche', 'George Burns', 'Lee Strasberg']]
Predicted Ans:    Art Carney
Predicted Path:   Art Carney --[(INV) starred_actors]--> Harry and Tonto --[starred_actors]--> Art Carney
Path (Raw):       Art Carney --[No Operation]--> Art Carney --[(INV) starred_actors]--> Harry and Tonto --[starred_actors]--> Art Carney
Neg LogProb(↓):   0.000372
Path Entropy(↓):  0.003342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote man with the gun
Start Entity:     Man with the Gun
Gold Answer:      [['Norman Foster', 'Orson Welles', 'Bill Krohn', 'Myron Meisel', 'Richard Wilson']]
Predicted Ans:    Richard Wilson
Predicted Path:   Man with the Gun --[written_by]--> Richard Wilson --[(INV) written_by]--> Man with the Gun --[directed_by]--> Richard Wilson
Path (Raw):       Man with the Gun --[written_by]--> Richard Wilson --[(INV) written_by]--> Man with the Gun --[directed_by]--> Richard Wilson
Neg LogProb(↓):   0.149391
Path Entropy(↓):  0.498968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about america
Start Entity:     america
Gold Answer:      [['Zero Dark Thirty', 'Vanishing Point', 'God Bless America', 'Miss Representation', 'Food, Inc.']]
Predicted Ans:    Vanishing Point
Predicted Path:   america --[(INV) has_tags]--> Vanishing Point --[has_tags]--> road movie --[(INV) has_tags]--> Vanishing Point
Path (Raw):       america --[(INV) has_tags]--> Vanishing Point --[has_tags]--> road movie --[(INV) has_tags]--> Vanishing Point
Neg LogProb(↓):   0.023498
Path Entropy(↓):  0.114769
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of dealin'with idiots were directed by who
Start Entity:     Dealin' with Idiots
Gold Answer:      [['Jeff Garlin']]
Predicted Ans:    Jeff Garlin
Predicted Path:   Dealin' with Idiots --[written_by]--> Jeff Garlin --[(INV) written_by]--> Dealin' with Idiots --[directed_by]--> Jeff Garlin
Path (Raw):       Dealin' with Idiots --[written_by]--> Jeff Garlin --[(INV) written_by]--> Dealin' with Idiots --[directed_by]--> Jeff Garlin
Neg LogProb(↓):   0.008528
Path Entropy(↓):  0.053747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in karate - robo zaborgar
Start Entity:     Karate-Robo Zaborgar
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Karate-Robo Zaborgar --[in_language]--> Japanese --[(INV) in_language]--> Story of a Prostitute --[in_language]--> Japanese
Path (Raw):       Karate-Robo Zaborgar --[in_language]--> Japanese --[(INV) in_language]--> Story of a Prostitute --[in_language]--> Japanese
Neg LogProb(↓):   2.367967
Path Entropy(↓):  3.390705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote must love dogs
Start Entity:     Must Love Dogs
Gold Answer:      [['Gary David Goldberg', 'Sam Weisman']]
Predicted Ans:    Gary David Goldberg
Predicted Path:   Must Love Dogs --[written_by]--> Gary David Goldberg --[(INV) written_by]--> Must Love Dogs --[directed_by]--> Gary David Goldberg
Path (Raw):       Must Love Dogs --[written_by]--> Gary David Goldberg --[(INV) written_by]--> Must Love Dogs --[directed_by]--> Gary David Goldberg
Neg LogProb(↓):   0.000858
Path Entropy(↓):  0.007882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the girl he left behind
Start Entity:     The Girl He Left Behind
Gold Answer:      [['Jailhouse Rock', 'Birdman of Alcatraz', 'The Pride of St. Louis', 'One-Eyed Jacks', 'The Spy Who Came in from the Cold']]
Predicted Ans:    The Spy Who Came in from the Cold
Predicted Path:   The Girl He Left Behind --[written_by]--> Guy Trosper --[(INV) written_by]--> The Spy Who Came in from the Cold
Path (Raw):       The Girl He Left Behind --[written_by]--> Guy Trosper --[(INV) written_by]--> The Spy Who Came in from the Cold --[No Operation]--> The Spy Who Came in from the Cold
Neg LogProb(↓):   0.377365
Path Entropy(↓):  1.014178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor basia frydman appeared in the same movie with who
Start Entity:     Basia Frydman
Gold Answer:      [['Stellan Skarsgård', 'Jesper Salén']]
Predicted Ans:    Stellan Skarsgård
Predicted Path:   Basia Frydman --[(INV) starred_actors]--> The Slingshot --[starred_actors]--> Stellan Skarsgård
Path (Raw):       Basia Frydman --[No Operation]--> Basia Frydman --[(INV) starred_actors]--> The Slingshot --[starred_actors]--> Stellan Skarsgård
Neg LogProb(↓):   0.000223
Path Entropy(↓):  0.002242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by davis guggenheim starred which actors
Start Entity:     Davis Guggenheim
Gold Answer:      [['Carly Schroeder', 'James Marsden', 'Jesse Lee Soffer', 'Lena Headey', 'Norman Reedus', 'Kate Hudson']]
Predicted Ans:    Carly Schroeder
Predicted Path:   Davis Guggenheim --[(INV) directed_by]--> Gracie --[starred_actors]--> Carly Schroeder
Path (Raw):       Davis Guggenheim --[No Operation]--> Davis Guggenheim --[(INV) directed_by]--> Gracie --[starred_actors]--> Carly Schroeder
Neg LogProb(↓):   0.879777
Path Entropy(↓):  0.682053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the impostors
Start Entity:     The Impostors
Gold Answer:      [['Stanley Tucci', 'Oliver Platt']]
Predicted Ans:    Stanley Tucci
Predicted Path:   The Impostors --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> The Impostors --[starred_actors]--> Stanley Tucci
Path (Raw):       The Impostors --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> The Impostors --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   0.000113
Path Entropy(↓):  0.001229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the daddy's little girls director
Start Entity:     Daddy's Little Girls
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Daddy's Little Girls --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Path (Raw):       Daddy's Little Girls --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Neg LogProb(↓):   1.138711
Path Entropy(↓):  1.236540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by rene barjavel
Start Entity:     René Barjavel
Gold Answer:      [['Russell Crowe', 'Harry Baur', 'Fredric March', 'Amanda Seyfried', 'Jean Gabin', 'Charles Laughton', 'Charles Vanel', 'Anne Hathaway', 'Hugh Jackman']]
Predicted Ans:    Hugh Jackman
Predicted Path:   René Barjavel --[(INV) written_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Path (Raw):       René Barjavel --[No Operation]--> René Barjavel --[(INV) written_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.110655
Path Entropy(↓):  0.428513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by barbara pitts
Start Entity:     Barbara Pitts
Gold Answer:      [['The Laramie Project']]
Predicted Ans:    The Laramie Project
Predicted Path:   Barbara Pitts --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Path (Raw):       Barbara Pitts --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Neg LogProb(↓):   1.011176
Path Entropy(↓):  1.728359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by herman melville in
Start Entity:     Herman Melville
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Herman Melville --[(INV) written_by]--> Pola X --[in_language]--> French
Path (Raw):       Herman Melville --[No Operation]--> Herman Melville --[(INV) written_by]--> Pola X --[in_language]--> French
Neg LogProb(↓):   0.002743
Path Entropy(↓):  0.018952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by apichatpong weerasethakul were in which genres
Start Entity:     Apichatpong Weerasethakul
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Apichatpong Weerasethakul --[(INV) written_by]--> Blissfully Yours --[has_genre]--> Romance
Path (Raw):       Apichatpong Weerasethakul --[No Operation]--> Apichatpong Weerasethakul --[(INV) written_by]--> Blissfully Yours --[has_genre]--> Romance
Neg LogProb(↓):   0.239571
Path Entropy(↓):  0.525074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to naked childhood
Start Entity:     Naked Childhood
Gold Answer:      [['maurice pialat']]
Predicted Ans:    maurice pialat
Predicted Path:   Naked Childhood --[has_tags]--> maurice pialat --[(INV) has_tags]--> Loulou --[has_tags]--> maurice pialat
Path (Raw):       Naked Childhood --[has_tags]--> maurice pialat --[(INV) has_tags]--> Loulou --[has_tags]--> maurice pialat
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the wicker man
Start Entity:     The Wicker Man
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1959', '1993', '2006', '1967', '1974', '1984', '2007', '1968', '1998', '1939', '2009', '1957', '2010', '2004', '1973', '1947', '2014', '1932', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '1996', '2002', '1981', '2012', '2011', '1986', '2013', '1962', '1934', '1978', '1964', '1997', '2000', '1966', '1950', '1960', '2005', '1991', '1965', '1999', '1987', '1969']]
Predicted Ans:    1974
Predicted Path:   The Wicker Man --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Man with the Golden Gun --[release_year]--> 1974
Path (Raw):       The Wicker Man --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Man with the Golden Gun --[release_year]--> 1974
Neg LogProb(↓):   1.658501
Path Entropy(↓):  2.839387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is c. o. g. in
Start Entity:     C.O.G.
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[has_genre]--> Drama
Path (Raw):       C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[has_genre]--> Drama
Neg LogProb(↓):   2.422943
Path Entropy(↓):  0.299526
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed a stolen life
Start Entity:     A Stolen Life
Gold Answer:      [['Robert Siodmak', 'Lenore J. Coffee', 'Dwight Taylor', 'Joseph Kessel', 'Thomas B. Allen', 'Arthur T. Horman', 'A.I. Bezzerides', 'Silvia Richards', 'Rita Weiman', 'Edgar Selwyn', 'William Ludwig', 'Alfred Neumann', 'Marjorie Lawrence', 'Ranald MacDougall', 'Hans Jacoby', 'Sonya Levien']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   A Stolen Life --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Possessed --[written_by]--> Ranald MacDougall
Path (Raw):       A Stolen Life --[directed_by]--> Curtis Bernhardt --[(INV) directed_by]--> Possessed --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   0.149640
Path Entropy(↓):  0.615238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of a bronx tale also directed which movies
Start Entity:     A Bronx Tale
Gold Answer:      [['The Good Shepherd']]
Predicted Ans:    A Bronx Tale
Predicted Path:   A Bronx Tale --[directed_by]--> Robert De Niro --[(INV) directed_by]--> A Bronx Tale
Path (Raw):       A Bronx Tale --[directed_by]--> Robert De Niro --[(INV) directed_by]--> A Bronx Tale --[No Operation]--> A Bronx Tale
Neg LogProb(↓):   0.007687
Path Entropy(↓):  0.049661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a movie written by larysa kondracki
Start Entity:     Larysa Kondracki
Gold Answer:      [['The Whistleblower']]
Predicted Ans:    The Whistleblower
Predicted Path:   Larysa Kondracki --[(INV) written_by]--> The Whistleblower --[written_by]--> Eilis Kirwan --[(INV) written_by]--> The Whistleblower
Path (Raw):       Larysa Kondracki --[(INV) written_by]--> The Whistleblower --[written_by]--> Eilis Kirwan --[(INV) written_by]--> The Whistleblower
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did michael v. gazzo write
Start Entity:     Michael V. Gazzo
Gold Answer:      [['A Hatful of Rain']]
Predicted Ans:    A Hatful of Rain
Predicted Path:   Michael V. Gazzo --[(INV) written_by]--> A Hatful of Rain --[written_by]--> Alfred Hayes --[(INV) written_by]--> A Hatful of Rain
Path (Raw):       Michael V. Gazzo --[(INV) written_by]--> A Hatful of Rain --[written_by]--> Alfred Hayes --[(INV) written_by]--> A Hatful of Rain
Neg LogProb(↓):   0.532568
Path Entropy(↓):  0.690433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of shaolin soccer
Start Entity:     Shaolin Soccer
Gold Answer:      [['Vincent Kok', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   Shaolin Soccer --[written_by]--> Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[directed_by]--> Stephen Chow
Path (Raw):       Shaolin Soccer --[written_by]--> Stephen Chow --[(INV) written_by]--> Kung Fu Hustle --[directed_by]--> Stephen Chow
Neg LogProb(↓):   1.037082
Path Entropy(↓):  1.320713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of fire over england
Start Entity:     Fire Over England
Gold Answer:      [['Murder!']]
Predicted Ans:    Murder!
Predicted Path:   Fire Over England --[written_by]--> Clemence Dane --[(INV) written_by]--> Murder!
Path (Raw):       Fire Over England --[No Operation]--> Fire Over England --[written_by]--> Clemence Dane --[(INV) written_by]--> Murder!
Neg LogProb(↓):   0.019216
Path Entropy(↓):  0.106497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with miles davis
Start Entity:     Miles Davis
Gold Answer:      [['Colin Friels']]
Predicted Ans:    Colin Friels
Predicted Path:   Miles Davis --[(INV) starred_actors]--> Dingo --[starred_actors]--> Colin Friels
Path (Raw):       Miles Davis --[No Operation]--> Miles Davis --[(INV) starred_actors]--> Dingo --[starred_actors]--> Colin Friels
Neg LogProb(↓):   0.002387
Path Entropy(↓):  0.017009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the in - laws are directed by who
Start Entity:     The In-Laws
Gold Answer:      [['Elaine May', 'Mike Nichols', 'Tamara Jenkins', 'Martin Campbell', 'Joe Mantegna', 'Brian Koppelman', 'David Levien', 'Jennifer Leitzes', 'Clark Johnson', 'Robert Ellis Miller', 'Rob Pritts', 'Bob Gosse', 'Burt Balaban', 'Curtis Hanson', 'Jules Bass', 'John G. Avildsen', 'Paul Verhoeven', 'Robert Wise', 'Fritz Lang', 'Peter Hyams', 'George Armitage', 'Michael Crichton', 'Robert Moore', 'Lewis Teague', 'Barry Levinson', 'Steven Hilliard Stern', 'David Seltzer', 'Fisher Stevens', 'Jon Turteltaub', 'Ridley Scott', 'John Cassavetes', 'Terence Young', 'Joel Schumacher', 'Farah Khan', 'Herbert Ross', 'Gavin Hood', 'Harvey Miller', 'Chazz Palminteri', 'Andrew Fleming', 'Peter Askin', 'Daryl Duke', 'Rod Holcomb', 'James Bridges', 'Eddy Terstall', 'Harald Zwart', 'Mark Palansky', 'Robert Aldrich', 'Mike Cahill', 'Ben Affleck', 'Barry Sonnenfeld', 'Bernard McEveety', 'Andrew Davis', 'Michael Winner', 'Danny DeVito', 'Richard Rush', 'Joe Johnston', 'Mark Waters', 'Sydney Pollack', 'David Fincher', 'Bruce Beresford', 'Arthur Hiller', 'Edward Dmytryk', 'Adrian Lyne', 'Stuart Rosenberg', 'Marshall Brickman', 'Bud Yorkin', 'Duilio Coletti', 'Blake Edwards', 'William Friedkin', 'Claude Lelouch', 'Gary Fleder', 'Valerie Faris', 'Jonathan Dayton', 'Robert Zemeckis', 'Peter Yates', 'Fred Schepisi', 'Stephen Hopkins', 'Rob Reiner']]
Predicted Ans:    Farah Khan
Predicted Path:   The In-Laws --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Happy New Year --[directed_by]--> Farah Khan
Path (Raw):       The In-Laws --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Happy New Year --[directed_by]--> Farah Khan
Neg LogProb(↓):   0.625564
Path Entropy(↓):  1.764703
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of royal flash
Start Entity:     Royal Flash
Gold Answer:      [['The Return of the Musketeers', 'Octopussy', 'The Three Musketeers']]
Predicted Ans:    The Three Musketeers
Predicted Path:   Royal Flash --[written_by]--> George MacDonald Fraser --[(INV) written_by]--> The Three Musketeers
Path (Raw):       Royal Flash --[No Operation]--> Royal Flash --[written_by]--> George MacDonald Fraser --[(INV) written_by]--> The Three Musketeers
Neg LogProb(↓):   0.618007
Path Entropy(↓):  0.813708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by clerks ii actors release
Start Entity:     Clerks II
Gold Answer:      [['2000', '2001', '2006', '1994', '2002', '2007']]
Predicted Ans:    2006
Predicted Path:   Clerks II --[starred_actors]--> Kevin Smith --[(INV) starred_actors]--> Clerks II --[release_year]--> 2006
Path (Raw):       Clerks II --[starred_actors]--> Kevin Smith --[(INV) starred_actors]--> Clerks II --[release_year]--> 2006
Neg LogProb(↓):   0.098241
Path Entropy(↓):  0.426881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of bullet to the head
Start Entity:     Bullet to the Head
Gold Answer:      [['Cliffhanger', 'Cop Land', 'Get Carter', 'Capone', 'Rocky', 'No Place to Hide', 'Rambo', 'Over the Top', 'Rhinestone', 'Paradise Alley', 'The Expendables 3', 'Rocky II', 'Escape Plan', 'Rocky V', 'Rocky IV', 'Demolition Man', 'Oscar', 'Assassins', 'Nighthawks', 'Kambakkht Ishq', 'The Expendables', 'Driven', 'Avenging Angelo', 'Grudge Match', 'Lock Up', 'Cobra', 'The Expendables 2', 'First Blood', 'Rocky Balboa', 'Judge Dredd', 'Stop! Or My Mom Will Shoot', 'Rocky III', 'Los Bandoleros', 'The Specialist', 'Death Race 2000', 'Daylight']]
Predicted Ans:    Rambo
Predicted Path:   Bullet to the Head --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Path (Raw):       Bullet to the Head --[starred_actors]--> Sylvester Stallone --[No Operation]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Neg LogProb(↓):   0.559507
Path Entropy(↓):  1.479338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie what's the worst that could happen?
Start Entity:     What's the Worst That Could Happen?
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2014', '1994', '1956', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1981
Predicted Path:   What's the Worst That Could Happen? --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Going Ape! --[release_year]--> 1981
Path (Raw):       What's the Worst That Could Happen? --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Going Ape! --[release_year]--> 1981
Neg LogProb(↓):   1.767145
Path Entropy(↓):  3.333727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter pupi avati co - wrote films with who
Start Entity:     Pupi Avati
Gold Answer:      [['Gore Vidal', 'Malcolm D. Lee']]
Predicted Ans:    Gore Vidal
Predicted Path:   Pupi Avati --[(INV) written_by]--> The Best Man --[written_by]--> Gore Vidal
Path (Raw):       Pupi Avati --[No Operation]--> Pupi Avati --[(INV) written_by]--> The Best Man --[written_by]--> Gore Vidal
Neg LogProb(↓):   0.094932
Path Entropy(↓):  0.360032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sisters were in which genres
Start Entity:     Sisters
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sisters --[starred_actors]--> Charles Durning --[(INV) starred_actors]--> Lakeboat --[has_genre]--> Drama
Path (Raw):       Sisters --[starred_actors]--> Charles Durning --[(INV) starred_actors]--> Lakeboat --[has_genre]--> Drama
Neg LogProb(↓):   0.468413
Path Entropy(↓):  1.233663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by carmen jones actors
Start Entity:     Carmen Jones
Gold Answer:      [['Robert Wise', 'Sidney Poitier', 'Robert Altman', 'Robert Rossen', 'Desmond Nakano', 'Ranald MacDougall']]
Predicted Ans:    Robert Rossen
Predicted Path:   Carmen Jones --[starred_actors]--> Dorothy Dandridge --[(INV) starred_actors]--> Island in the Sun --[directed_by]--> Robert Rossen
Path (Raw):       Carmen Jones --[starred_actors]--> Dorothy Dandridge --[(INV) starred_actors]--> Island in the Sun --[directed_by]--> Robert Rossen
Neg LogProb(↓):   0.033058
Path Entropy(↓):  0.147960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by harry hervey starred who
Start Entity:     Harry Hervey
Gold Answer:      [['Bing Crosby', 'Bob Hope', 'Marlene Dietrich', 'Warner Oland', 'Clive Brook', 'Dorothy Lamour', 'Anna May Wong']]
Predicted Ans:    Warner Oland
Predicted Path:   Harry Hervey --[(INV) written_by]--> Shanghai Express --[starred_actors]--> Warner Oland
Path (Raw):       Harry Hervey --[No Operation]--> Harry Hervey --[(INV) written_by]--> Shanghai Express --[starred_actors]--> Warner Oland
Neg LogProb(↓):   0.804073
Path Entropy(↓):  1.160283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in siam sunset
Start Entity:     Siam Sunset
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Siam Sunset --[starred_actors]--> Linus Roache --[(INV) starred_actors]--> Innocence --[has_genre]--> Horror
Path (Raw):       Siam Sunset --[starred_actors]--> Linus Roache --[(INV) starred_actors]--> Innocence --[has_genre]--> Horror
Neg LogProb(↓):   0.224677
Path Entropy(↓):  0.634583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie kafka in a few words
Start Entity:     Kafka
Gold Answer:      [['atmosphere', 'kafkaesque', 'steven soderbergh', 'franz kafka', 'jeremy irons']]
Predicted Ans:    kafkaesque
Predicted Path:   Kafka --[has_tags]--> kafkaesque --[(INV) has_tags]--> Kafka --[has_tags]--> kafkaesque
Path (Raw):       Kafka --[has_tags]--> kafkaesque --[(INV) has_tags]--> Kafka --[has_tags]--> kafkaesque
Neg LogProb(↓):   0.000933
Path Entropy(↓):  0.008424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film i think i love my wife
Start Entity:     I Think I Love My Wife
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   I Think I Love My Wife --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       I Think I Love My Wife --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.345034
Path Entropy(↓):  4.687438
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did emma thompson act in
Start Entity:     Emma Thompson
Gold Answer:      [['Judas Kiss', 'Howards End', 'Wit', 'The Winter Guest', 'The Tall Guy', 'Brave', 'In the Name of the Father', 'Saving Mr. Banks', 'Nanny McPhee', 'Last Chance Harvey', 'The Remains of the Day', 'Primary Colors']]
Predicted Ans:    Howards End
Predicted Path:   Emma Thompson --[(INV) starred_actors]--> Wit --[starred_actors]--> Emma Thompson --[(INV) starred_actors]--> Howards End
Path (Raw):       Emma Thompson --[(INV) starred_actors]--> Wit --[starred_actors]--> Emma Thompson --[(INV) starred_actors]--> Howards End
Neg LogProb(↓):   1.631010
Path Entropy(↓):  2.763104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the adventures of tartu
Start Entity:     The Adventures of Tartu
Gold Answer:      [['1934', '1939', '1948', '1954', '2008', '1959', '1999', '2002', '1935', '1969', '1958']]
Predicted Ans:    1999
Predicted Path:   The Adventures of Tartu --[starred_actors]--> Robert Donat --[(INV) starred_actors]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       The Adventures of Tartu --[starred_actors]--> Robert Donat --[(INV) starred_actors]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   1.095308
Path Entropy(↓):  1.724384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by vladimir vdovichenkov
Start Entity:     Vladimir Vdovichenkov
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Vladimir Vdovichenkov --[(INV) starred_actors]--> Leviathan --[in_language]--> Russian
Path (Raw):       Vladimir Vdovichenkov --[No Operation]--> Vladimir Vdovichenkov --[(INV) starred_actors]--> Leviathan --[in_language]--> Russian
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film happiness were released in which years
Start Entity:     Happiness
Gold Answer:      [['1995', '2009', '2001', '2005', '2004', '2011']]
Predicted Ans:    2005
Predicted Path:   Happiness --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[release_year]--> 2005
Path (Raw):       Happiness --[directed_by]--> Todd Solondz --[(INV) directed_by]--> Dark Horse --[release_year]--> 2005
Neg LogProb(↓):   0.875919
Path Entropy(↓):  1.727869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of orca
Start Entity:     Orca
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Orca --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Path (Raw):       Orca --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Neg LogProb(↓):   2.198248
Path Entropy(↓):  3.578962
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of mr. wrong
Start Entity:     Mr. Wrong
Gold Answer:      [['Spaceballs', 'The Serpent and the Rainbow', 'Independence Day', 'Malice', 'Lake Placid', 'Finding Nemo', 'Liebestraum', 'Sibling Rivalry', 'Zero Effect', 'While You Were Sleeping', 'Titan A.E.', 'The Favor', 'The End of Violence', 'Brokedown Palace', 'Dear Wendy', 'Sommersby', 'Goodbye Lover', 'Brain Dead', 'The Last Seduction', 'Rick', 'Lost Highway']]
Predicted Ans:    Malice
Predicted Path:   Mr. Wrong --[starred_actors]--> Bill Pullman --[(INV) starred_actors]--> Malice
Path (Raw):       Mr. Wrong --[starred_actors]--> Bill Pullman --[No Operation]--> Bill Pullman --[(INV) starred_actors]--> Malice
Neg LogProb(↓):   0.979027
Path Entropy(↓):  1.542674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the frozen north are written by who
Start Entity:     The Frozen North
Gold Answer:      [['Burt Shevelove', 'Melvin Frank', 'Larry Gelbart', 'Buster Keaton', 'Edward F. Cline', 'Al Boasberg', 'Charles Henry Smith', 'Clyde Bruckman', 'Roi Cooper Megrue', 'John Boorman', 'Thomas Berger', 'Michael Pertwee']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Frozen North --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[written_by]--> Buster Keaton
Path (Raw):       The Frozen North --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[written_by]--> Buster Keaton
Neg LogProb(↓):   0.795028
Path Entropy(↓):  1.748045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by stefania casini in
Start Entity:     Stefania Casini
Gold Answer:      [['Latin', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Stefania Casini --[(INV) starred_actors]--> Suspiria --[in_language]--> Italian
Path (Raw):       Stefania Casini --[No Operation]--> Stefania Casini --[(INV) starred_actors]--> Suspiria --[in_language]--> Italian
Neg LogProb(↓):   0.009809
Path Entropy(↓):  0.059748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of funny about love
Start Entity:     Funny About Love
Gold Answer:      [['Richard Benjamin', 'Mel Brooks', 'David Frankel']]
Predicted Ans:    Mel Brooks
Predicted Path:   Funny About Love --[written_by]--> Norman Steinberg --[(INV) written_by]--> Blazing Saddles --[directed_by]--> Mel Brooks
Path (Raw):       Funny About Love --[written_by]--> Norman Steinberg --[(INV) written_by]--> Blazing Saddles --[directed_by]--> Mel Brooks
Neg LogProb(↓):   0.027240
Path Entropy(↓):  0.145159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did colin brady direct
Start Entity:     Colin Brady
Gold Answer:      [["Everyone's Hero"]]
Predicted Ans:    Everyone's Hero
Predicted Path:   Colin Brady --[(INV) directed_by]--> Everyone's Hero --[directed_by]--> Daniel St. Pierre --[(INV) directed_by]--> Everyone's Hero
Path (Raw):       Colin Brady --[(INV) directed_by]--> Everyone's Hero --[directed_by]--> Daniel St. Pierre --[(INV) directed_by]--> Everyone's Hero
Neg LogProb(↓):   0.298705
Path Entropy(↓):  0.640802
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with wesley jonathan
Start Entity:     Wesley Jonathan
Gold Answer:      [['Chi McBride', 'Anthony Mackie', 'Meagan Good', 'Wayne Brady']]
Predicted Ans:    Anthony Mackie
Predicted Path:   Wesley Jonathan --[(INV) starred_actors]--> Crossover --[starred_actors]--> Anthony Mackie
Path (Raw):       Wesley Jonathan --[No Operation]--> Wesley Jonathan --[(INV) starred_actors]--> Crossover --[starred_actors]--> Anthony Mackie
Neg LogProb(↓):   0.008845
Path Entropy(↓):  0.053571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - directors of annabel park
Start Entity:     Annabel Park
Gold Answer:      [['Eric Byler']]
Predicted Ans:    Eric Byler
Predicted Path:   Annabel Park --[(INV) directed_by]--> 9500 Liberty --[directed_by]--> Eric Byler
Path (Raw):       Annabel Park --[No Operation]--> Annabel Park --[(INV) directed_by]--> 9500 Liberty --[directed_by]--> Eric Byler
Neg LogProb(↓):   0.001262
Path Entropy(↓):  0.009694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by simon kaijser were released in which years
Start Entity:     Simon Kaijser
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Simon Kaijser --[(INV) directed_by]--> Stockholm East --[release_year]--> 2011
Path (Raw):       Simon Kaijser --[No Operation]--> Simon Kaijser --[(INV) directed_by]--> Stockholm East --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with l. a. puopolo
Start Entity:     L.A. Puopolo
Gold Answer:      [['Chris Ceraso']]
Predicted Ans:    L.A. Puopolo
Predicted Path:   L.A. Puopolo --[(INV) written_by]--> The Turning --[written_by]--> L.A. Puopolo
Path (Raw):       L.A. Puopolo --[No Operation]--> L.A. Puopolo --[(INV) written_by]--> The Turning --[written_by]--> L.A. Puopolo
Neg LogProb(↓):   0.251412
Path Entropy(↓):  0.530005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by minoru chiaki were released in which years
Start Entity:     Minoru Chiaki
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Minoru Chiaki --[(INV) starred_actors]--> Godzilla Raids Again --[release_year]--> 1955
Path (Raw):       Minoru Chiaki --[No Operation]--> Minoru Chiaki --[(INV) starred_actors]--> Godzilla Raids Again --[release_year]--> 1955
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by bernie goldmann
Start Entity:     Bernie Goldmann
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Bernie Goldmann --[(INV) directed_by]--> Meet Bill --[release_year]--> 2007
Path (Raw):       Bernie Goldmann --[No Operation]--> Bernie Goldmann --[(INV) directed_by]--> Meet Bill --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie sprung are written by who
Start Entity:     Sprung
Gold Answer:      [['Rusty Cundieff', 'James Gunn', 'Will Graham', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Jeremy Sosenko', 'Rocky Russo']]
Predicted Ans:    James Gunn
Predicted Path:   Sprung --[directed_by]--> Rusty Cundieff --[(INV) directed_by]--> Movie 43 --[written_by]--> James Gunn
Path (Raw):       Sprung --[directed_by]--> Rusty Cundieff --[(INV) directed_by]--> Movie 43 --[written_by]--> James Gunn
Neg LogProb(↓):   0.243929
Path Entropy(↓):  0.562859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the stepfather released
Start Entity:     The Stepfather
Gold Answer:      [['2009']]
Predicted Ans:    1987
Predicted Path:   The Stepfather --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       The Stepfather --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   3.263918
Path Entropy(↓):  5.139272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by the director of goin'south starred who
Start Entity:     Goin' South
Gold Answer:      [['Bruce Dern', 'Madeleine Stowe', 'Karen Black', 'Jack Nicholson', 'Harvey Keitel', 'Meg Tilly']]
Predicted Ans:    Karen Black
Predicted Path:   Goin' South --[directed_by]--> Jack Nicholson --[(INV) directed_by]--> Drive, He Said --[starred_actors]--> Karen Black
Path (Raw):       Goin' South --[directed_by]--> Jack Nicholson --[(INV) directed_by]--> Drive, He Said --[starred_actors]--> Karen Black
Neg LogProb(↓):   0.332127
Path Entropy(↓):  0.771624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with william mapother
Start Entity:     William Mapother
Gold Answer:      [['Melora Walters', 'Brit Marling', 'Sofia Vassilieva']]
Predicted Ans:    William Mapother
Predicted Path:   William Mapother --[(INV) starred_actors]--> Another Earth --[starred_actors]--> William Mapother
Path (Raw):       William Mapother --[No Operation]--> William Mapother --[(INV) starred_actors]--> Another Earth --[starred_actors]--> William Mapother
Neg LogProb(↓):   0.559608
Path Entropy(↓):  0.693579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the genre of the film born on the fourth of july
Start Entity:     Born on the Fourth of July
Gold Answer:      [['Drama', 'War', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Born on the Fourth of July --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Born on the Fourth of July --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.574865
Path Entropy(↓):  4.894554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie come september
Start Entity:     Come September
Gold Answer:      [['Robert Mulligan']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Come September --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Path (Raw):       Come September --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.067289
Path Entropy(↓):  0.287273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by gina lollobrigida in
Start Entity:     Gina Lollobrigida
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Gina Lollobrigida --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       Gina Lollobrigida --[No Operation]--> Gina Lollobrigida --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.021581
Path Entropy(↓):  0.125868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of autopsy also wrote movies
Start Entity:     Autopsy
Gold Answer:      [['Toolbox Murders', 'Night of the Demons']]
Predicted Ans:    Autopsy
Predicted Path:   Autopsy --[written_by]--> Adam Gierasch --[(INV) written_by]--> Autopsy
Path (Raw):       Autopsy --[written_by]--> Adam Gierasch --[(INV) written_by]--> Autopsy --[No Operation]--> Autopsy
Neg LogProb(↓):   0.096986
Path Entropy(↓):  0.319178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films directed by pascale ferran
Start Entity:     Pascale Ferran
Gold Answer:      [['Marina Hands']]
Predicted Ans:    Marina Hands
Predicted Path:   Pascale Ferran --[(INV) directed_by]--> Lady Chatterley --[starred_actors]--> Marina Hands
Path (Raw):       Pascale Ferran --[No Operation]--> Pascale Ferran --[(INV) directed_by]--> Lady Chatterley --[starred_actors]--> Marina Hands
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in dames
Start Entity:     Dames
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dames --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[has_genre]--> Comedy
Path (Raw):       Dames --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[has_genre]--> Comedy
Neg LogProb(↓):   1.365397
Path Entropy(↓):  2.204109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the other man
Start Entity:     The Other Man
Gold Answer:      [['Richard Eyre']]
Predicted Ans:    Richard Eyre
Predicted Path:   The Other Man --[written_by]--> Richard Eyre --[(INV) written_by]--> The Other Man --[directed_by]--> Richard Eyre
Path (Raw):       The Other Man --[written_by]--> Richard Eyre --[(INV) written_by]--> The Other Man --[directed_by]--> Richard Eyre
Neg LogProb(↓):   0.000088
Path Entropy(↓):  0.000914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by andy ruben
Start Entity:     Andy Ruben
Gold Answer:      [['Katt Shea']]
Predicted Ans:    Katt Shea
Predicted Path:   Andy Ruben --[(INV) written_by]--> Poison Ivy --[directed_by]--> Katt Shea
Path (Raw):       Andy Ruben --[No Operation]--> Andy Ruben --[(INV) written_by]--> Poison Ivy --[directed_by]--> Katt Shea
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in 14 blades
Start Entity:     14 Blades
Gold Answer:      [['Kate Tsui', 'Donnie Yen']]
Predicted Ans:    Donnie Yen
Predicted Path:   14 Blades --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iron Monkey --[starred_actors]--> Donnie Yen
Path (Raw):       14 Blades --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iron Monkey --[starred_actors]--> Donnie Yen
Neg LogProb(↓):   0.204092
Path Entropy(↓):  0.725411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of calamity jane
Start Entity:     Calamity Jane
Gold Answer:      [['The Man Who Knew Too Much', 'The Glass Bottom Boat', 'Young Man with a Horn', "That's Entertainment! III", "Jupiter's Darling", 'The Pajama Game', 'Starlift', 'The Winning Team', 'Storm Warning', 'Love Me or Leave Me', "Please Don't Eat the Daisies", 'The Day of the Triffids', 'With Six You Get Eggroll', 'That Touch of Mink', 'The War Wagon', "Billy Rose's Jumbo", 'Romance on the High Seas', 'Pillow Talk', 'Young at Heart', 'Julie', 'April in Paris', 'Floods of Fear', 'The Tunnel of Love', 'Where Were You When the Lights Went Out?', 'It Happened to Jane', 'The West Point Story', 'Midnight Lace', "It's a Great Feeling", 'The Thrill of It All', 'Move Over, Darling', "Teacher's Pet", 'Lover Come Back', 'Show Boat', 'Do Not Disturb', 'Caprice', 'Send Me No Flowers', 'Desperate Search', 'Texas Carnival']]
Predicted Ans:    Do Not Disturb
Predicted Path:   Calamity Jane --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Path (Raw):       Calamity Jane --[starred_actors]--> Doris Day --[No Operation]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Neg LogProb(↓):   1.359072
Path Entropy(↓):  1.902470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by edward herrmann
Start Entity:     Edward Herrmann
Gold Answer:      [['Steven Peros', 'Trevor Griffiths', 'Warren Beatty']]
Predicted Ans:    Warren Beatty
Predicted Path:   Edward Herrmann --[(INV) starred_actors]--> Reds --[written_by]--> Warren Beatty
Path (Raw):       Edward Herrmann --[No Operation]--> Edward Herrmann --[(INV) starred_actors]--> Reds --[written_by]--> Warren Beatty
Neg LogProb(↓):   0.078605
Path Entropy(↓):  0.272177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for dune
Start Entity:     Dune
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Dune --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Dune --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.035043
Path Entropy(↓):  2.629389
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie the ascent
Start Entity:     The Ascent
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Ascent --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Ascent --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.397257
Path Entropy(↓):  4.677796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by kenji misumi
Start Entity:     Kenji Misumi
Gold Answer:      [['Drama']]
Predicted Ans:    kenji misumi
Predicted Path:   Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[has_tags]--> kenji misumi
Path (Raw):       Kenji Misumi --[No Operation]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[has_tags]--> kenji misumi
Neg LogProb(↓):   0.392308
Path Entropy(↓):  0.801709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with american pie fall under
Start Entity:     American Pie
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   American Pie --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie --[has_genre]--> Comedy
Path (Raw):       American Pie --[written_by]--> Adam Herz --[(INV) written_by]--> American Pie --[has_genre]--> Comedy
Neg LogProb(↓):   0.021169
Path Entropy(↓):  0.102436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie i capture the castle were in which languages
Start Entity:     I Capture the Castle
Gold Answer:      [['German']]
Predicted Ans:    Stephen Poliakoff
Predicted Path:   I Capture the Castle --[starred_actors]--> Romola Garai --[(INV) starred_actors]--> Glorious 39 --[directed_by]--> Stephen Poliakoff
Path (Raw):       I Capture the Castle --[starred_actors]--> Romola Garai --[(INV) starred_actors]--> Glorious 39 --[directed_by]--> Stephen Poliakoff
Neg LogProb(↓):   0.837957
Path Entropy(↓):  1.191625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in empire of the sun
Start Entity:     Empire of the Sun
Gold Answer:      [['John Malkovich', 'Miranda Richardson', 'Christian Bale', 'Nigel Havers']]
Predicted Ans:    Christian Bale
Predicted Path:   Empire of the Sun --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> The New World --[starred_actors]--> Christian Bale
Path (Raw):       Empire of the Sun --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> The New World --[starred_actors]--> Christian Bale
Neg LogProb(↓):   0.563080
Path Entropy(↓):  1.508762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in amen
Start Entity:     Amen
Gold Answer:      [['Indrajith', 'Fahadh Faasil']]
Predicted Ans:    Fahadh Faasil
Predicted Path:   Amen --[starred_actors]--> Fahadh Faasil --[(INV) starred_actors]--> Amen --[starred_actors]--> Fahadh Faasil
Path (Raw):       Amen --[starred_actors]--> Fahadh Faasil --[(INV) starred_actors]--> Amen --[starred_actors]--> Fahadh Faasil
Neg LogProb(↓):   0.004153
Path Entropy(↓):  0.029426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of weary river
Start Entity:     Weary River
Gold Answer:      [['1962', '1924', '1933', '1940', '1938', '1935', '1937']]
Predicted Ans:    1935
Predicted Path:   Weary River --[directed_by]--> Frank Lloyd --[(INV) directed_by]--> Mutiny on the Bounty --[release_year]--> 1935
Path (Raw):       Weary River --[directed_by]--> Frank Lloyd --[(INV) directed_by]--> Mutiny on the Bounty --[release_year]--> 1935
Neg LogProb(↓):   0.693163
Path Entropy(↓):  1.486043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the lovers
Start Entity:     The Lovers
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Lovers --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Path (Raw):       The Lovers --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Neg LogProb(↓):   0.792314
Path Entropy(↓):  1.095543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed shara
Start Entity:     Shara
Gold Answer:      [['Naomi Kawase']]
Predicted Ans:    Naomi Kawase
Predicted Path:   Shara --[directed_by]--> Naomi Kawase --[(INV) directed_by]--> The Mourning Forest --[written_by]--> Naomi Kawase
Path (Raw):       Shara --[directed_by]--> Naomi Kawase --[(INV) directed_by]--> The Mourning Forest --[written_by]--> Naomi Kawase
Neg LogProb(↓):   0.383145
Path Entropy(↓):  0.637863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the recruit
Start Entity:     The Recruit
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Recruit --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[has_genre]--> Thriller
Path (Raw):       The Recruit --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[has_genre]--> Thriller
Neg LogProb(↓):   1.216790
Path Entropy(↓):  2.128124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was last train from gun hill written by
Start Entity:     Last Train from Gun Hill
Gold Answer:      [['Les Crutchfield', 'James Poe']]
Predicted Ans:    James Poe
Predicted Path:   Last Train from Gun Hill --[written_by]--> James Poe --[(INV) written_by]--> Lilies of the Field --[written_by]--> James Poe
Path (Raw):       Last Train from Gun Hill --[written_by]--> James Poe --[(INV) written_by]--> Lilies of the Field --[written_by]--> James Poe
Neg LogProb(↓):   0.077479
Path Entropy(↓):  0.327898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film alligator were released in which years
Start Entity:     Alligator
Gold Answer:      [['1983', '2000', '1978', '1997', '2005', '1979', '1969']]
Predicted Ans:    2000
Predicted Path:   Alligator --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Path (Raw):       Alligator --[starred_actors]--> Robert Forster --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   0.051003
Path Entropy(↓):  0.264320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by mark o'keefe
Start Entity:     Mark O'Keefe
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mark O'Keefe --[(INV) written_by]--> Click --[has_genre]--> Comedy
Path (Raw):       Mark O'Keefe --[No Operation]--> Mark O'Keefe --[(INV) written_by]--> Click --[has_genre]--> Comedy
Neg LogProb(↓):   1.003860
Path Entropy(↓):  1.531848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie bonjour monsieur shlomi
Start Entity:     Bonjour Monsieur Shlomi
Gold Answer:      [['Hebrew']]
Predicted Ans:    Hebrew
Predicted Path:   Bonjour Monsieur Shlomi --[in_language]--> Hebrew --[(INV) in_language]--> The Hebrew Hammer --[in_language]--> Hebrew
Path (Raw):       Bonjour Monsieur Shlomi --[in_language]--> Hebrew --[(INV) in_language]--> The Hebrew Hammer --[in_language]--> Hebrew
Neg LogProb(↓):   0.655057
Path Entropy(↓):  0.900694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did antonia bird direct
Start Entity:     Antonia Bird
Gold Answer:      [['Face', 'Mad Love', 'Ravenous', 'Priest']]
Predicted Ans:    Priest
Predicted Path:   Antonia Bird --[(INV) directed_by]--> Priest --[directed_by]--> Antonia Bird --[(INV) directed_by]--> Priest
Path (Raw):       Antonia Bird --[(INV) directed_by]--> Priest --[directed_by]--> Antonia Bird --[(INV) directed_by]--> Priest
Neg LogProb(↓):   0.930919
Path Entropy(↓):  1.821358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of adventure in baltimore
Start Entity:     Adventure in Baltimore
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Adventure in Baltimore --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       Adventure in Baltimore --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.292707
Path Entropy(↓):  3.488659
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with beyond justice in
Start Entity:     Beyond Justice
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Beyond Justice --[directed_by]--> Duccio Tessari --[(INV) directed_by]--> A Pistol for Ringo --[in_language]--> Italian
Path (Raw):       Beyond Justice --[directed_by]--> Duccio Tessari --[(INV) directed_by]--> A Pistol for Ringo --[in_language]--> Italian
Neg LogProb(↓):   0.000149
Path Entropy(↓):  0.001527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with kill me again fall under
Start Entity:     Kill Me Again
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Kill Me Again --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       Kill Me Again --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.177168
Path Entropy(↓):  0.488390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film tickets was directed by who
Start Entity:     Tickets
Gold Answer:      [['Ken Loach', 'Ermanno Olmi', 'Abbas Kiarostami']]
Predicted Ans:    Ken Loach
Predicted Path:   Tickets --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[directed_by]--> Ken Loach
Path (Raw):       Tickets --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[directed_by]--> Ken Loach
Neg LogProb(↓):   1.036008
Path Entropy(↓):  1.938443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by harry carey
Start Entity:     Harry Carey
Gold Answer:      [['Drama', 'Western', 'Fantasy', 'Adventure']]
Predicted Ans:    Western
Predicted Path:   Harry Carey --[(INV) starred_actors]--> Angel and the Badman --[has_genre]--> Western
Path (Raw):       Harry Carey --[No Operation]--> Harry Carey --[(INV) starred_actors]--> Angel and the Badman --[has_genre]--> Western
Neg LogProb(↓):   0.669277
Path Entropy(↓):  0.702232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the avenging angelo director
Start Entity:     Avenging Angelo
Gold Answer:      [['Martyn Burke', 'Paul Freiberger', 'Michael Swaine']]
Predicted Ans:    Michael Swaine
Predicted Path:   Avenging Angelo --[directed_by]--> Martyn Burke --[(INV) directed_by]--> Pirates of Silicon Valley --[written_by]--> Michael Swaine
Path (Raw):       Avenging Angelo --[directed_by]--> Martyn Burke --[(INV) directed_by]--> Pirates of Silicon Valley --[written_by]--> Michael Swaine
Neg LogProb(↓):   0.113425
Path Entropy(↓):  0.376497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for a wedding
Start Entity:     A Wedding
Gold Answer:      [['Robert Altman']]
Predicted Ans:    Robert Altman
Predicted Path:   A Wedding --[written_by]--> Robert Altman --[(INV) written_by]--> A Wedding --[written_by]--> Robert Altman
Path (Raw):       A Wedding --[written_by]--> Robert Altman --[(INV) written_by]--> A Wedding --[written_by]--> Robert Altman
Neg LogProb(↓):   0.731698
Path Entropy(↓):  1.380437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film factotum are directed by who
Start Entity:     Factotum
Gold Answer:      [['Wayne Kramer', 'Nimród Antal', 'Ronald F. Maxwell', 'Kevin Spacey', 'Harald Zwart', 'John Madden', 'Tony Bill', 'Anthony Russo', 'Joe Russo', 'Harold Becker', 'Gus Van Sant', 'Greg Coolidge', 'Francis Ford Coppola', 'Ben Bolt', 'Ted Demme', 'Chris Brinker', 'Anthony Minghella', 'Garry Marshall', 'Laurie Collyer', 'Tim Hunter', 'John McNaughton', 'Jonathan Sobol', 'Matt Dillon', 'Arthur Penn', 'John Luessenhop', 'Jonathan Kaplan', 'Robert Pulcini', 'Shari Springer Berman']]
Predicted Ans:    Greg Coolidge
Predicted Path:   Factotum --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Employee of the Month --[directed_by]--> Greg Coolidge
Path (Raw):       Factotum --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Employee of the Month --[directed_by]--> Greg Coolidge
Neg LogProb(↓):   0.482884
Path Entropy(↓):  1.335825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by blake edwards in
Start Entity:     Blake Edwards
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Blake Edwards --[(INV) written_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Path (Raw):       Blake Edwards --[No Operation]--> Blake Edwards --[(INV) written_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Neg LogProb(↓):   0.616861
Path Entropy(↓):  1.157058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by peter farrelly
Start Entity:     Peter Farrelly
Gold Answer:      [['Ben Stiller', 'Charles Grodin', 'Cybill Shepherd', 'Jeff Daniels', 'Audra Lindley', 'Michelle Monaghan', 'Laurie Holden', 'Jim Carrey', 'Jeannie Berlin', 'Jerry Stiller']]
Predicted Ans:    Ben Stiller
Predicted Path:   Peter Farrelly --[(INV) directed_by]--> The Heartbreak Kid --[starred_actors]--> Ben Stiller
Path (Raw):       Peter Farrelly --[No Operation]--> Peter Farrelly --[(INV) directed_by]--> The Heartbreak Kid --[starred_actors]--> Ben Stiller
Neg LogProb(↓):   0.068601
Path Entropy(↓):  0.312209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of rendez - vous
Start Entity:     Rendez-vous
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Rendez-vous --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Rendez-vous --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.514790
Path Entropy(↓):  4.678984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by scott cohen
Start Entity:     Scott Cohen
Gold Answer:      [['2014', '2009']]
Predicted Ans:    2014
Predicted Path:   Scott Cohen --[(INV) starred_actors]--> The Other Woman --[release_year]--> 2014
Path (Raw):       Scott Cohen --[No Operation]--> Scott Cohen --[(INV) starred_actors]--> The Other Woman --[release_year]--> 2014
Neg LogProb(↓):   0.540154
Path Entropy(↓):  0.679419
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of detective story
Start Entity:     Detective Story
Gold Answer:      [['Ben-Hur', 'The Heiress', 'Roman Holiday', 'The Little Foxes', 'The Liberation of L.B. Jones', 'Funny Girl', 'The Best Years of Our Lives', 'Dodsworth', 'The Westerner', 'Friendly Persuasion', 'The Good Fairy', 'These Three', 'Carrie', 'Mrs. Miniver', 'The Collector', 'The Letter', 'Come and Get It', "The Children's Hour", 'The Desperate Hours', 'Counsellor at Law', 'Wuthering Heights', 'The Big Country', 'Jezebel', 'How to Steal a Million']]
Predicted Ans:    The Letter
Predicted Path:   Detective Story --[directed_by]--> William Wyler --[(INV) directed_by]--> The Letter
Path (Raw):       Detective Story --[No Operation]--> Detective Story --[directed_by]--> William Wyler --[(INV) directed_by]--> The Letter
Neg LogProb(↓):   1.583810
Path Entropy(↓):  2.527563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the girl can't help it actors
Start Entity:     The Girl Can't Help It
Gold Answer:      [['Short', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Girl Can't Help It --[starred_actors]--> Jayne Mansfield --[(INV) starred_actors]--> The Girl Can't Help It --[has_genre]--> Comedy
Path (Raw):       The Girl Can't Help It --[starred_actors]--> Jayne Mansfield --[(INV) starred_actors]--> The Girl Can't Help It --[has_genre]--> Comedy
Neg LogProb(↓):   1.458310
Path Entropy(↓):  1.174606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by takeshi kawata release
Start Entity:     Takeshi Kawata
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Takeshi Kawata --[(INV) written_by]--> Solar Crisis --[release_year]--> 1990
Path (Raw):       Takeshi Kawata --[No Operation]--> Takeshi Kawata --[(INV) written_by]--> Solar Crisis --[release_year]--> 1990
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was sidney howard the writer of
Start Entity:     Sidney Howard
Gold Answer:      [['Arrowsmith', 'Dodsworth', 'Gone with the Wind', 'Raffles']]
Predicted Ans:    Gone with the Wind
Predicted Path:   Sidney Howard --[(INV) written_by]--> Gone with the Wind --[written_by]--> Margaret Mitchell --[(INV) written_by]--> Gone with the Wind
Path (Raw):       Sidney Howard --[(INV) written_by]--> Gone with the Wind --[written_by]--> Margaret Mitchell --[(INV) written_by]--> Gone with the Wind
Neg LogProb(↓):   1.374111
Path Entropy(↓):  1.134397
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of madonna acted films
Start Entity:     Madonna
Gold Answer:      [['Guy Ritchie', 'Abel Ferrara', 'Susan Seidelman', 'James Foley', 'John Schlesinger', 'Alan Parker', 'Penny Marshall', 'Uli Edel', 'Lina Wertmüller', 'Howard Brookner']]
Predicted Ans:    Madonna
Predicted Path:   Madonna --[(INV) directed_by]--> W.E. --[directed_by]--> Madonna
Path (Raw):       Madonna --[No Operation]--> Madonna --[(INV) directed_by]--> W.E. --[directed_by]--> Madonna
Neg LogProb(↓):   0.625351
Path Entropy(↓):  1.254839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose writers also wrote the best intentions
Start Entity:     The Best Intentions
Gold Answer:      [['Swedish', 'English', 'German']]
Predicted Ans:    Swedish
Predicted Path:   The Best Intentions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[in_language]--> Swedish
Path (Raw):       The Best Intentions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[in_language]--> Swedish
Neg LogProb(↓):   0.636929
Path Entropy(↓):  1.393126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by antonio macia
Start Entity:     Antonio Macia
Gold Answer:      [['Ben Rosenfield', 'Jesse Eisenberg', 'Justin Bartha', 'Ari Graynor']]
Predicted Ans:    Ben Rosenfield
Predicted Path:   Antonio Macia --[(INV) written_by]--> Affluenza --[starred_actors]--> Ben Rosenfield
Path (Raw):       Antonio Macia --[No Operation]--> Antonio Macia --[(INV) written_by]--> Affluenza --[starred_actors]--> Ben Rosenfield
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of tender mercies starred who
Start Entity:     Tender Mercies
Gold Answer:      [['Jim Broadbent', 'August Schellenberg', 'Glenn Close', 'Eion Bailey', 'John Cusack', 'Jessica Tandy', 'Paulina Porizkova', 'Frances McDormand', 'Ashley Judd', 'Richard Gere', 'Tom Selleck', 'Linda Hamilton', 'Cate Blanchett', 'John Lithgow', 'Lothaire Bluteau', 'Alan Arkin', 'Jack Thompson', 'Edward Woodward', 'William Daniels', 'Richard Dreyfuss', 'Morgan Freeman', 'Antonio Banderas', 'Aden Young', 'Sandrine Holt', 'Bryan Brown', 'James Farentino', 'Pauline Collins', 'Tommy Lee Jones']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Tender Mercies --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> And Starring Pancho Villa as Himself --[starred_actors]--> Antonio Banderas
Path (Raw):       Tender Mercies --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> And Starring Pancho Villa as Himself --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.465391
Path Entropy(↓):  1.101421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote lantana
Start Entity:     Lantana
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Lantana --[written_by]--> Andrew Bovell --[(INV) written_by]--> A Most Wanted Man --[has_genre]--> Thriller
Path (Raw):       Lantana --[written_by]--> Andrew Bovell --[(INV) written_by]--> A Most Wanted Man --[has_genre]--> Thriller
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by eloise laurence were directed by who
Start Entity:     Eloise Laurence
Gold Answer:      [['Rufus Norris']]
Predicted Ans:    Rufus Norris
Predicted Path:   Eloise Laurence --[(INV) starred_actors]--> Broken --[directed_by]--> Rufus Norris
Path (Raw):       Eloise Laurence --[No Operation]--> Eloise Laurence --[(INV) starred_actors]--> Broken --[directed_by]--> Rufus Norris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of james dean
Start Entity:     James Dean
Gold Answer:      [['The Fox', 'Cinderella Liberty', 'Even Money', 'Intersection', 'The Cowboys', 'For the Boys', 'On Golden Pond', 'The River', 'The Rose', 'The Reivers', 'Harry and Walter Go to New York']]
Predicted Ans:    The River
Predicted Path:   James Dean --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River
Path (Raw):       James Dean --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[No Operation]--> The River
Neg LogProb(↓):   0.041835
Path Entropy(↓):  0.198194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by alfred santell
Start Entity:     Alfred Santell
Gold Answer:      [['Margaret Mayo']]
Predicted Ans:    Margaret Mayo
Predicted Path:   Alfred Santell --[(INV) directed_by]--> Polly of the Circus --[written_by]--> Margaret Mayo
Path (Raw):       Alfred Santell --[No Operation]--> Alfred Santell --[(INV) directed_by]--> Polly of the Circus --[written_by]--> Margaret Mayo
Neg LogProb(↓):   0.038244
Path Entropy(↓):  0.160009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie love in the time of cholera were released in which years
Start Entity:     Love in the Time of Cholera
Gold Answer:      [['2000', '1997', '2009', '2001', '2005', '2010', '2004', '2006', '1999', '2002', '2012', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Love in the Time of Cholera --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[release_year]--> 2013
Path (Raw):       Love in the Time of Cholera --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[release_year]--> 2013
Neg LogProb(↓):   1.248401
Path Entropy(↓):  2.087095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in a time for killing
Start Entity:     A Time for Killing
Gold Answer:      [['Inger Stevens', 'Glenn Ford']]
Predicted Ans:    Glenn Ford
Predicted Path:   A Time for Killing --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Path (Raw):       A Time for Killing --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Neg LogProb(↓):   0.574373
Path Entropy(↓):  1.018243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film silent rage released
Start Entity:     Silent Rage
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Silent Rage --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Path (Raw):       Silent Rage --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   2.722351
Path Entropy(↓):  4.199955
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by jane seymour
Start Entity:     Jane Seymour
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Jane Seymour --[(INV) starred_actors]--> The Scarlet Pimpernel --[has_genre]--> Adventure
Path (Raw):       Jane Seymour --[No Operation]--> Jane Seymour --[(INV) starred_actors]--> The Scarlet Pimpernel --[has_genre]--> Adventure
Neg LogProb(↓):   0.030861
Path Entropy(↓):  0.151743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of med hondo directed movies
Start Entity:     Med Hondo
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Med Hondo --[(INV) directed_by]--> Sarraounia --[release_year]--> 1986
Path (Raw):       Med Hondo --[No Operation]--> Med Hondo --[(INV) directed_by]--> Sarraounia --[release_year]--> 1986
Neg LogProb(↓):   0.000101
Path Entropy(↓):  0.001034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of abandoned
Start Entity:     Abandoned
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Abandoned --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Abandoned --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.424505
Path Entropy(↓):  2.820933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the pervert's guide to cinema were released in which years
Start Entity:     The Pervert's Guide to Cinema
Gold Answer:      [['2012']]
Predicted Ans:    2006
Predicted Path:   The Pervert's Guide to Cinema --[directed_by]--> Sophie Fiennes --[(INV) directed_by]--> The Pervert's Guide to Cinema --[release_year]--> 2006
Path (Raw):       The Pervert's Guide to Cinema --[directed_by]--> Sophie Fiennes --[(INV) directed_by]--> The Pervert's Guide to Cinema --[release_year]--> 2006
Neg LogProb(↓):   0.287723
Path Entropy(↓):  0.562401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor zach braff co - starred with who
Start Entity:     Zach Braff
Gold Answer:      [['Charles Grodin', 'Casey Affleck', 'Jacinda Barrett', 'Jason Bateman', 'Kate Hudson', 'Joey King', 'Isabelle Blais', 'Rachel Bilson', 'Amanda Peet']]
Predicted Ans:    Casey Affleck
Predicted Path:   Zach Braff --[(INV) starred_actors]--> The Last Kiss --[starred_actors]--> Casey Affleck
Path (Raw):       Zach Braff --[No Operation]--> Zach Braff --[(INV) starred_actors]--> The Last Kiss --[starred_actors]--> Casey Affleck
Neg LogProb(↓):   0.099827
Path Entropy(↓):  0.353241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the story of seabiscuit director release
Start Entity:     The Story of Seabiscuit
Gold Answer:      [['1934', '1924', '1949', '1930', '1944', '1950', '1940', '1942', '1936', '1935', '1945', '1952', '1956', '1943']]
Predicted Ans:    1945
Predicted Path:   The Story of Seabiscuit --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[release_year]--> 1945
Path (Raw):       The Story of Seabiscuit --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[release_year]--> 1945
Neg LogProb(↓):   1.473564
Path Entropy(↓):  2.431672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie gummo
Start Entity:     Gummo
Gold Answer:      [['1995', '2009', '2002', '2012', '2007']]
Predicted Ans:    2002
Predicted Path:   Gummo --[written_by]--> Harmony Korine --[(INV) written_by]--> Ken Park --[release_year]--> 2002
Path (Raw):       Gummo --[written_by]--> Harmony Korine --[(INV) written_by]--> Ken Park --[release_year]--> 2002
Neg LogProb(↓):   0.516203
Path Entropy(↓):  1.063939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie lethal weapon 2
Start Entity:     Lethal Weapon 2
Gold Answer:      [['Michael Almereyda', 'Chaz Thorne', 'Howard Franklin', 'Dale Launer', 'Franco Zeffirelli', 'Daniel Espinosa', 'Jens Lapidus', 'Michael Endler', 'Dennis Blair', 'Richard Conlin', 'Robert Towne', 'Richard Maibaum', 'Cyril Hume', 'Jake LaMotta', 'Lawrence Kasdan', 'Roy Huggins', 'Gene Quintano', 'John Thomas', 'Alice Walker', 'Isabelle Holland', 'Tony Richardson', 'Randall Wallace', 'Herman Melville', 'Jim Cliffe', 'Melodie Krieger', 'Terry Hayes', 'Mario Puzo', 'Martin Scorsese', 'Mardik Martin', 'Nicholas Pileggi', 'Jim Kouf', 'Robert Bolt', 'Barry Levinson', 'Stephen Coonts', 'Nick Park', 'William Woods', 'Robert Rossen', 'Bill Condon', 'Cathy Yuspa', 'Josh Goldsmith', 'Diane Drake', 'Rumer Godden', 'Tom Eyen', 'John Hughes', 'Nicholas Klein', 'Bono', 'Tom Schulman', 'Joseph L. Galloway', 'William Shakespeare', 'Robert Dillon', 'Kenneth Branagh', 'Jerzy Kawalerowicz', 'Christopher Robbins', 'Steve Oedekerk', 'Jarmo Lampela', 'Paul Schrader', 'Clement Virgo', 'Adrian Grunberg', 'Kyle Killen', 'Dennis Potter', 'Mel Gibson', 'James Wan', 'Leigh Whannell', 'Rodney Dangerfield', 'Boris Pasternak', 'Brian Helgeland', 'Grigori Kozintsev', 'Michel Gondry', 'Julian Barry', 'Peter Weir', 'George Miller', 'Percy Mtwa', 'William Goldman', 'Donald E. Westlake', 'Ben Gluck', 'Steve Moore', 'James McCausland', 'Robert Rodriguez', 'Richard Hough', 'M. Night Shyamalan', 'Peter Lord', 'Robert Rodat', 'Sam Simon', 'Jean Renoir']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Lethal Weapon 2 --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[written_by]--> Martin Scorsese
Path (Raw):       Lethal Weapon 2 --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[written_by]--> Martin Scorsese
Neg LogProb(↓):   0.546804
Path Entropy(↓):  1.269974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by adult world actors release
Start Entity:     Adult World
Gold Answer:      [['2009', '2008', '2006', '2011', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Adult World --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[release_year]--> 2009
Path (Raw):       Adult World --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[release_year]--> 2009
Neg LogProb(↓):   0.077703
Path Entropy(↓):  0.335686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of chinatown were directed by who
Start Entity:     Chinatown
Gold Answer:      [['Roger Corman', 'Hal Ashby', 'Glenn Gordon Caron', 'Sydney Pollack', 'Leo McCarey', 'Robert Towne']]
Predicted Ans:    Leo McCarey
Predicted Path:   Chinatown --[written_by]--> Robert Towne --[(INV) written_by]--> Love Affair --[directed_by]--> Leo McCarey
Path (Raw):       Chinatown --[written_by]--> Robert Towne --[(INV) written_by]--> Love Affair --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.768301
Path Entropy(↓):  1.538996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in what we do in the shadows
Start Entity:     What We Do in the Shadows
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   What We Do in the Shadows --[starred_actors]--> Taika Waititi --[(INV) starred_actors]--> What We Do in the Shadows --[has_genre]--> Comedy
Path (Raw):       What We Do in the Shadows --[starred_actors]--> Taika Waititi --[(INV) starred_actors]--> What We Do in the Shadows --[has_genre]--> Comedy
Neg LogProb(↓):   0.462171
Path Entropy(↓):  0.985408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by adam abraham
Start Entity:     Adam Abraham
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adam Abraham --[(INV) directed_by]--> Man of the Century --[has_genre]--> Comedy
Path (Raw):       Adam Abraham --[No Operation]--> Adam Abraham --[(INV) directed_by]--> Man of the Century --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with l. m. kit carson
Start Entity:     L.M. Kit Carson
Gold Answer:      [['Sam Shepard']]
Predicted Ans:    Sam Shepard
Predicted Path:   L.M. Kit Carson --[(INV) written_by]--> Paris, Texas --[written_by]--> Sam Shepard
Path (Raw):       L.M. Kit Carson --[No Operation]--> L.M. Kit Carson --[(INV) written_by]--> Paris, Texas --[written_by]--> Sam Shepard
Neg LogProb(↓):   0.000598
Path Entropy(↓):  0.005033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the return of martin guerre also wrote which movies
Start Entity:     The Return of Martin Guerre
Gold Answer:      [['Sommersby']]
Predicted Ans:    Sommersby
Predicted Path:   The Return of Martin Guerre --[written_by]--> Daniel Vigne --[(INV) written_by]--> Sommersby
Path (Raw):       The Return of Martin Guerre --[written_by]--> Daniel Vigne --[(INV) written_by]--> Sommersby --[No Operation]--> Sommersby
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for separate lies
Start Entity:     Separate Lies
Gold Answer:      [['Nigel Balchin', 'Julian Fellowes']]
Predicted Ans:    Julian Fellowes
Predicted Path:   Separate Lies --[written_by]--> Julian Fellowes --[(INV) written_by]--> From Time to Time --[written_by]--> Julian Fellowes
Path (Raw):       Separate Lies --[written_by]--> Julian Fellowes --[(INV) written_by]--> From Time to Time --[written_by]--> Julian Fellowes
Neg LogProb(↓):   0.163842
Path Entropy(↓):  0.551366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the nazis strike
Start Entity:     The Nazis Strike
Gold Answer:      [['1946', '1944', '1959', '1936', '1941', '1939', '1933', '1951', '2010', '1928', '1973', '1932', '1931', '1943', '1948', '1938', '1926', '1961', '1934', '1937', '1930']]
Predicted Ans:    1973
Predicted Path:   The Nazis Strike --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[release_year]--> 1973
Path (Raw):       The Nazis Strike --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[release_year]--> 1973
Neg LogProb(↓):   1.729041
Path Entropy(↓):  3.010877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by robert wiener
Start Entity:     Robert Wiener
Gold Answer:      [['Michael Keaton']]
Predicted Ans:    Michael Keaton
Predicted Path:   Robert Wiener --[(INV) written_by]--> Live from Baghdad --[starred_actors]--> Michael Keaton
Path (Raw):       Robert Wiener --[No Operation]--> Robert Wiener --[(INV) written_by]--> Live from Baghdad --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by arin crumley release
Start Entity:     Arin Crumley
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Arin Crumley --[(INV) written_by]--> Four Eyed Monsters --[release_year]--> 2005
Path (Raw):       Arin Crumley --[No Operation]--> Arin Crumley --[(INV) written_by]--> Four Eyed Monsters --[release_year]--> 2005
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of plaza suite were directed by who
Start Entity:     Plaza Suite
Gold Answer:      [['Robert Moore', 'Hal Ashby', 'Peter Farrelly', 'Elaine May', 'Jerry Rees', 'Martha Coolidge', 'Mike Nichols', 'Herbert Ross', 'Vittorio De Sica', 'Bob Fosse', 'Bud Yorkin', 'Gene Saks', 'Arthur Hiller', 'Glenn Jordan', 'Jay Sandrich']]
Predicted Ans:    Herbert Ross
Predicted Path:   Plaza Suite --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[directed_by]--> Herbert Ross
Path (Raw):       Plaza Suite --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[directed_by]--> Herbert Ross
Neg LogProb(↓):   1.563197
Path Entropy(↓):  1.955139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with passion of mind fall under
Start Entity:     Passion of Mind
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Passion of Mind --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Path (Raw):       Passion of Mind --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> The Scarlet Letter --[has_genre]--> Drama
Neg LogProb(↓):   0.149560
Path Entropy(↓):  0.514131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the grand budapest hotel screenwriters
Start Entity:     The Grand Budapest Hotel
Gold Answer:      [['Romance', 'Short', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Grand Budapest Hotel --[written_by]--> Wes Anderson --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[has_genre]--> Drama
Path (Raw):       The Grand Budapest Hotel --[written_by]--> Wes Anderson --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[has_genre]--> Drama
Neg LogProb(↓):   0.867733
Path Entropy(↓):  1.261584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie on the road were released in which years
Start Entity:     On the Road
Gold Answer:      [['1998', '2000', '1997', '2009', '2008', '2005', '2010', '2004', '1947', '2002', '2014', '2012', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   On the Road --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[release_year]--> 2013
Path (Raw):       On the Road --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[release_year]--> 2013
Neg LogProb(↓):   0.108843
Path Entropy(↓):  0.541755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie hail the conquering hero
Start Entity:     Hail the Conquering Hero
Gold Answer:      [['1946', '1949', '1944', '1950', '1947', '1945', '1955', '1956']]
Predicted Ans:    1944
Predicted Path:   Hail the Conquering Hero --[starred_actors]--> William Demarest --[(INV) starred_actors]--> Hail the Conquering Hero --[release_year]--> 1944
Path (Raw):       Hail the Conquering Hero --[starred_actors]--> William Demarest --[(INV) starred_actors]--> Hail the Conquering Hero --[release_year]--> 1944
Neg LogProb(↓):   1.135658
Path Entropy(↓):  1.990258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for twelve
Start Entity:     Twelve
Gold Answer:      [['Jordan Melamed', 'Nick McDonell']]
Predicted Ans:    Nick McDonell
Predicted Path:   Twelve --[written_by]--> Nick McDonell --[(INV) written_by]--> Twelve --[written_by]--> Nick McDonell
Path (Raw):       Twelve --[written_by]--> Nick McDonell --[(INV) written_by]--> Twelve --[written_by]--> Nick McDonell
Neg LogProb(↓):   0.039312
Path Entropy(↓):  0.191822
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with within the woods
Start Entity:     Within the Woods
Gold Answer:      [['Army of Darkness', 'Darkman', 'Easy Wheels', 'Evil Dead II', 'Crimewave', 'Drag Me to Hell', 'Evil Dead', 'The Hudsucker Proxy', 'The Evil Dead', 'Spider-Man 3']]
Predicted Ans:    The Hudsucker Proxy
Predicted Path:   Within the Woods --[written_by]--> Sam Raimi --[(INV) written_by]--> The Hudsucker Proxy
Path (Raw):       Within the Woods --[written_by]--> Sam Raimi --[(INV) written_by]--> The Hudsucker Proxy --[No Operation]--> The Hudsucker Proxy
Neg LogProb(↓):   0.999682
Path Entropy(↓):  1.774493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie little monsters
Start Entity:     Little Monsters
Gold Answer:      [['Blake Edwards', 'F. Anstey', 'Alan Zweig', 'Nick Castle']]
Predicted Ans:    Blake Edwards
Predicted Path:   Little Monsters --[starred_actors]--> Howie Mandel --[(INV) starred_actors]--> A Fine Mess --[written_by]--> Blake Edwards
Path (Raw):       Little Monsters --[starred_actors]--> Howie Mandel --[(INV) starred_actors]--> A Fine Mess --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.437690
Path Entropy(↓):  0.766434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the hunger games
Start Entity:     The Hunger Games
Gold Answer:      [['Stanley Tucci', 'William Dieterle', 'Greg Mottola', 'David O. Russell', 'John Fortenberry', 'Michael Hoffman', 'Evan Dunsky', 'Drake Doremus', 'Max Reinhardt', 'Campbell Scott', 'David Frankel', 'Henry Pincus', 'Michael Rymer', 'Lori Petty', 'Bryan Singer', 'Mark Tonderai', 'Frank Pierson', 'Debra Granik', 'Peter Hall', 'Vern Oakley', 'Adam Marcus', 'Peter Jackson', 'Susanne Bier']]
Predicted Ans:    William Dieterle
Predicted Path:   The Hunger Games --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       The Hunger Games --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.860896
Path Entropy(↓):  1.820053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did hugh johnson direct
Start Entity:     Hugh Johnson
Gold Answer:      [['Chill Factor']]
Predicted Ans:    Chill Factor
Predicted Path:   Hugh Johnson --[(INV) directed_by]--> Chill Factor --[directed_by]--> Hugh Johnson --[(INV) directed_by]--> Chill Factor
Path (Raw):       Hugh Johnson --[(INV) directed_by]--> Chill Factor --[directed_by]--> Hugh Johnson --[(INV) directed_by]--> Chill Factor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by ruben ostlund were written by who
Start Entity:     Ruben Östlund
Gold Answer:      [['Erik Hemmendorff']]
Predicted Ans:    Ruben Östlund
Predicted Path:   Ruben Östlund --[(INV) directed_by]--> Force Majeure --[written_by]--> Ruben Östlund
Path (Raw):       Ruben Östlund --[No Operation]--> Ruben Östlund --[(INV) directed_by]--> Force Majeure --[written_by]--> Ruben Östlund
Neg LogProb(↓):   0.607201
Path Entropy(↓):  1.025264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the language spoken in the film metropolis
Start Entity:     Metropolis
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Metropolis --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Path (Raw):       Metropolis --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   1.760339
Path Entropy(↓):  2.610186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the shadow were in which languages
Start Entity:     The Shadow
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Shadow --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> The Lost Battalion --[in_language]--> German
Path (Raw):       The Shadow --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> The Lost Battalion --[in_language]--> German
Neg LogProb(↓):   0.009024
Path Entropy(↓):  0.058967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by john bird release
Start Entity:     John Bird
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   John Bird --[(INV) starred_actors]--> Take a Girl Like You --[release_year]--> 1970
Path (Raw):       John Bird --[No Operation]--> John Bird --[(INV) starred_actors]--> Take a Girl Like You --[release_year]--> 1970
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The crossing, when was it released
Start Entity:     The Crossing
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Crossing --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       The Crossing --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   2.991061
Path Entropy(↓):  4.432720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed double jeopardy
Start Entity:     Double Jeopardy
Gold Answer:      [['Music', 'Drama', 'War', 'Comedy', 'Mystery']]
Predicted Ans:    War
Predicted Path:   Double Jeopardy --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[has_genre]--> War
Path (Raw):       Double Jeopardy --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[has_genre]--> War
Neg LogProb(↓):   0.041991
Path Entropy(↓):  0.212689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by bobcat goldthwait
Start Entity:     Bobcat Goldthwait
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bobcat Goldthwait --[(INV) directed_by]--> Sleeping Dogs Lie --[has_genre]--> Comedy
Path (Raw):       Bobcat Goldthwait --[No Operation]--> Bobcat Goldthwait --[(INV) directed_by]--> Sleeping Dogs Lie --[has_genre]--> Comedy
Neg LogProb(↓):   0.003998
Path Entropy(↓):  0.027261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by ben stiller
Start Entity:     Ben Stiller
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Ben Stiller --[(INV) written_by]--> Zoolander --[has_genre]--> Comedy
Path (Raw):       Ben Stiller --[No Operation]--> Ben Stiller --[(INV) written_by]--> Zoolander --[has_genre]--> Comedy
Neg LogProb(↓):   0.415489
Path Entropy(↓):  0.778679
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by serge bourguignon
Start Entity:     Serge Bourguignon
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Serge Bourguignon --[(INV) written_by]--> Sundays and Cybele --[in_language]--> French
Path (Raw):       Serge Bourguignon --[No Operation]--> Serge Bourguignon --[(INV) written_by]--> Sundays and Cybele --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the inner circle actors
Start Entity:     The Inner Circle
Gold Answer:      [['Christopher Hampton', 'William Dieterle', 'Stephen Frears', 'Ellen Perry', 'Wolfgang Petersen', 'Jean Delannoy', 'Louis Leterrier', 'John Byrum', 'John Landis', 'Guy Jenkin', 'Alan Alda', 'Richard Benjamin', 'Allen Coulter', 'Kirk Wise', 'Annabel Jankel', 'Rocky Morton', 'Abel Ferrara', 'Markus Schleinzer', 'Neil Jordan', 'Atom Egoyan', 'Steven Spielberg', 'Robert Zemeckis', 'Gary Trousdale', 'Peter Yates', 'Wayne Wang', 'Nora Ephron', 'Jack Clayton', 'Orson Welles', 'Robert M. Young', 'Mike Hodges']]
Predicted Ans:    Mike Hodges
Predicted Path:   The Inner Circle --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[directed_by]--> Mike Hodges
Path (Raw):       The Inner Circle --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[directed_by]--> Mike Hodges
Neg LogProb(↓):   0.053881
Path Entropy(↓):  0.277843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by todd licea fall under
Start Entity:     Todd Licea
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Todd Licea --[(INV) starred_actors]--> Gory Gory Hallelujah --[has_genre]--> Comedy
Path (Raw):       Todd Licea --[No Operation]--> Todd Licea --[(INV) starred_actors]--> Gory Gory Hallelujah --[has_genre]--> Comedy
Neg LogProb(↓):   0.147962
Path Entropy(↓):  0.400465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing freddy vs. jason
Start Entity:     Freddy vs. Jason
Gold Answer:      [['franchise', 'slasher', 'robert englund', 'ronny yu']]
Predicted Ans:    robert englund
Predicted Path:   Freddy vs. Jason --[has_tags]--> robert englund --[(INV) has_tags]--> Freddy vs. Jason --[has_tags]--> robert englund
Path (Raw):       Freddy vs. Jason --[has_tags]--> robert englund --[(INV) has_tags]--> Freddy vs. Jason --[has_tags]--> robert englund
Neg LogProb(↓):   0.002799
Path Entropy(↓):  0.022240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with welcome to woop woop fall under
Start Entity:     Welcome to Woop Woop
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Welcome to Woop Woop --[written_by]--> Stephan Elliott --[(INV) written_by]--> Easy Virtue --[has_genre]--> Comedy
Path (Raw):       Welcome to Woop Woop --[written_by]--> Stephan Elliott --[(INV) written_by]--> Easy Virtue --[has_genre]--> Comedy
Neg LogProb(↓):   0.069296
Path Entropy(↓):  0.303479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of big sur is also the director of which movies
Start Entity:     Big Sur
Gold Answer:      [['Northfork', 'Twin Falls Idaho', 'The Astronaut Farmer', 'Jackpot']]
Predicted Ans:    Jackpot
Predicted Path:   Big Sur --[directed_by]--> Michael Polish --[(INV) directed_by]--> Jackpot
Path (Raw):       Big Sur --[directed_by]--> Michael Polish --[(INV) directed_by]--> Jackpot --[No Operation]--> Jackpot
Neg LogProb(↓):   0.453322
Path Entropy(↓):  0.928784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in kiss of the dragon
Start Entity:     Kiss of the Dragon
Gold Answer:      [['John Fusco', 'Gordon Chan', 'David E. Kelley', 'Chris Roberts', 'Luc Besson', 'Dwight Yoakam', 'Anne Amanda Opotowsky', 'Clare Peploe', 'Paul Thomas Anderson', 'James Wong', 'Quentin Tarantino', 'Rafael Yglesias', 'Kaja Blackley', 'Richard Wenk', 'Alan Parker', 'Sylvester Stallone', 'T. Coraghessan Boyle', 'Cameron Crowe', 'Ken Kaufman', 'David Agosto', 'William Brookfield', 'Elmore Leonard', 'Robert Mundi', 'James Hadley Chase', 'John Lutz']]
Predicted Ans:    Jason Statham
Predicted Path:   Kiss of the Dragon --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[starred_actors]--> Jason Statham
Path (Raw):       Kiss of the Dragon --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[starred_actors]--> Jason Statham
Neg LogProb(↓):   1.151452
Path Entropy(↓):  1.892754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the strange affair
Start Entity:     The Strange Affair
Gold Answer:      [['David Greene']]
Predicted Ans:    David Greene
Predicted Path:   The Strange Affair --[directed_by]--> David Greene --[(INV) directed_by]--> The Strange Affair --[directed_by]--> David Greene
Path (Raw):       The Strange Affair --[directed_by]--> David Greene --[(INV) directed_by]--> The Strange Affair --[directed_by]--> David Greene
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of marked woman
Start Entity:     Marked Woman
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Marked Woman --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Marked Woman --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.978940
Path Entropy(↓):  1.489837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with angels over broadway in
Start Entity:     Angels Over Broadway
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Angels Over Broadway --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Angels Over Broadway --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.696764
Path Entropy(↓):  0.719568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of steve coogan acted films
Start Entity:     Steve Coogan
Gold Answer:      [['Andrew Fleming', 'Michael Winterbottom', 'Stephen Frears', 'Don Roos', 'Scott McGehee', 'David Siegel', 'Jonathan Glatzer']]
Predicted Ans:    Stephen Frears
Predicted Path:   Steve Coogan --[(INV) starred_actors]--> Philomena --[directed_by]--> Stephen Frears
Path (Raw):       Steve Coogan --[No Operation]--> Steve Coogan --[(INV) starred_actors]--> Philomena --[directed_by]--> Stephen Frears
Neg LogProb(↓):   0.961190
Path Entropy(↓):  1.113044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with save the last dance fall under
Start Entity:     Save the Last Dance
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   Save the Last Dance --[starred_actors]--> Julia Stiles --[(INV) starred_actors]--> The Cry of the Owl --[has_genre]--> Thriller
Path (Raw):       Save the Last Dance --[starred_actors]--> Julia Stiles --[(INV) starred_actors]--> The Cry of the Owl --[has_genre]--> Thriller
Neg LogProb(↓):   0.094236
Path Entropy(↓):  0.405554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with dear wendy were released in which years
Start Entity:     Dear Wendy
Gold Answer:      [['1998', '1988', '2000', '2009', '2003', '2005', '1991', '1996', '2006', '1987', '1969', '2011', '1984']]
Predicted Ans:    1988
Predicted Path:   Dear Wendy --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[release_year]--> 1988
Path (Raw):       Dear Wendy --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[release_year]--> 1988
Neg LogProb(↓):   1.002996
Path Entropy(↓):  1.892905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the accused also wrote which films
Start Entity:     The Accused
Gold Answer:      [['Nuts']]
Predicted Ans:    The Accused
Predicted Path:   The Accused --[written_by]--> Tom Topor --[(INV) written_by]--> The Accused
Path (Raw):       The Accused --[written_by]--> Tom Topor --[(INV) written_by]--> The Accused --[No Operation]--> The Accused
Neg LogProb(↓):   0.033881
Path Entropy(↓):  0.146080
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films together with robert sarkies
Start Entity:     Robert Sarkies
Gold Answer:      [['James Fox', 'Leonard Yakir', 'Duncan Sarkies']]
Predicted Ans:    Leonard Yakir
Predicted Path:   Robert Sarkies --[(INV) written_by]--> Out of the Blue --[written_by]--> Leonard Yakir
Path (Raw):       Robert Sarkies --[No Operation]--> Robert Sarkies --[(INV) written_by]--> Out of the Blue --[written_by]--> Leonard Yakir
Neg LogProb(↓):   0.568754
Path Entropy(↓):  0.862247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did katherine brooks direct
Start Entity:     Katherine Brooks
Gold Answer:      [['Waking Madison', 'Loving Annabelle']]
Predicted Ans:    Waking Madison
Predicted Path:   Katherine Brooks --[(INV) directed_by]--> Waking Madison --[directed_by]--> Katherine Brooks --[(INV) directed_by]--> Waking Madison
Path (Raw):       Katherine Brooks --[(INV) directed_by]--> Waking Madison --[directed_by]--> Katherine Brooks --[(INV) directed_by]--> Waking Madison
Neg LogProb(↓):   0.330052
Path Entropy(↓):  0.787335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in lust for gold
Start Entity:     Lust for Gold
Gold Answer:      [['Gig Young', 'Glenn Ford', 'Ida Lupino']]
Predicted Ans:    Glenn Ford
Predicted Path:   Lust for Gold --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Path (Raw):       Lust for Gold --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Neg LogProb(↓):   0.000261
Path Entropy(↓):  0.002933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of sex drive
Start Entity:     Sex Drive
Gold Answer:      [["She's Out of My League"]]
Predicted Ans:    Sex Drive
Predicted Path:   Sex Drive --[written_by]--> Sean Anders --[(INV) written_by]--> Sex Drive
Path (Raw):       Sex Drive --[No Operation]--> Sex Drive --[written_by]--> Sean Anders --[(INV) written_by]--> Sex Drive
Neg LogProb(↓):   0.072486
Path Entropy(↓):  0.278442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movies written by the writer of lost highway
Start Entity:     Lost Highway
Gold Answer:      [['David Lynch', 'Jack Hofsiss']]
Predicted Ans:    David Lynch
Predicted Path:   Lost Highway --[written_by]--> David Lynch --[(INV) written_by]--> Eraserhead --[directed_by]--> David Lynch
Path (Raw):       Lost Highway --[written_by]--> David Lynch --[(INV) written_by]--> Eraserhead --[directed_by]--> David Lynch
Neg LogProb(↓):   0.677592
Path Entropy(↓):  1.270308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was abbas tyrewala a writer on
Start Entity:     Abbas Tyrewala
Gold Answer:      [['Main Hoon Na']]
Predicted Ans:    Happy New Year
Predicted Path:   Abbas Tyrewala --[(INV) written_by]--> Main Hoon Na --[written_by]--> Farah Khan --[(INV) written_by]--> Happy New Year
Path (Raw):       Abbas Tyrewala --[(INV) written_by]--> Main Hoon Na --[written_by]--> Farah Khan --[(INV) written_by]--> Happy New Year
Neg LogProb(↓):   0.019078
Path Entropy(↓):  0.112080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by cliffhanger actors
Start Entity:     Cliffhanger
Gold Answer:      [['Walter Hill', 'Peter Hyams', 'Jeremy Kagan', 'Andrew Adamson', 'Ted Kotcheff', 'James Mangold', 'Marshall Brickman', 'Menahem Golan', 'Renny Harlin', 'Bruce Beresford', 'Paul Bartel', 'Bob Clark', 'John Landis', 'Rick Rosenthal', 'Richard Donner', 'Sidney J. Furie', 'Steve Carver', 'Mikael Håfström', 'Roger Spottiswoode', 'Martyn Burke', 'Stephen Gyllenhaal', 'Rob Cohen', 'Russell Mulcahy', 'Luis Llosa', 'George Roy Hill', 'Herbert Ross', 'Bruce Malmuth', 'Sylvester Stallone', 'William Dear', 'Stephen Kay', 'Simon West', 'John G. Avildsen', 'John Flynn', 'Peter Yates', 'Stephen Hopkins', 'George P. Cosmatos', 'Peter Segal', 'Craig Brewer', 'Danny Cannon', 'Marco Brambilla', 'Orson Welles', 'Patrick Hughes', 'Mike Hodges', 'Brian De Palma', 'Vicky Jenson']]
Predicted Ans:    Simon West
Predicted Path:   Cliffhanger --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Cliffhanger --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.885067
Path Entropy(↓):  1.746398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by abe polsky released
Start Entity:     Abe Polsky
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Abe Polsky --[(INV) written_by]--> The Baby --[release_year]--> 1973
Path (Raw):       Abe Polsky --[No Operation]--> Abe Polsky --[(INV) written_by]--> The Baby --[release_year]--> 1973
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the spirit of st. louis
Start Entity:     The Spirit of St. Louis
Gold Answer:      [['Greta Garbo', 'Bing Crosby', 'Marlene Dietrich', 'Jane Russell', 'Nancy Marchand', 'Cary Grant', 'Harrison Ford', 'Ginger Rogers', 'Trevor Howard', 'Robert Stephens', 'Otto Preminger', 'Paulette Goddard', 'Patricia Neal', 'Franchot Tone', 'John Barrymore', 'George Raft', 'James Cagney', 'Edward G. Robinson', 'Juliet Mills', 'Kim Novak', 'Walter Matthau', 'Audrey Hepburn', 'Arlene Francis', 'Tom Tryon', 'Charles Bronson', 'Joan Fontaine', 'Paula Prentiss', 'Maurice Chevalier', 'Clark Gable', "Pat O'Brien", 'Anne Baxter', 'Tyrone Power', 'John Lund', 'Ralph Bellamy', 'William Holden', 'Barbara Stanwyck', 'Adolphe Menjou', 'Greg Kinnear', 'Helen Hunt', 'Don Ameche', 'Claudette Colbert', 'Edward Everett Horton', 'Mary Brian', 'Danny Kaye', 'Lee Remick', 'Rosalind Russell', 'Samuel L. Jackson', 'Charles Boyer', 'Frank Sinatra', 'Victor Francen', 'Benny Goodman', 'Louis Jourdan', 'Tommy Dorsey', 'James Stewart', 'Horst Buchholz', 'Virginia Mayo', 'Nicolas Cage', 'Coleen Gray', 'Charles Laughton', 'Brian Donlevy', 'Victor Mature', 'David Caruso', 'Olivia de Havilland', 'Elliott Reid', 'Colin Blakely', 'Shirley MacLaine', 'John Wayne', 'Melvyn Douglas', 'Kirk Douglas', 'Vincent Cassel', 'Humphrey Bogart', 'Jean Arthur', 'Ray Milland', 'Fred MacMurray', 'Gary Cooper', 'Marlon Brando', 'Monica Bellucci', 'Romane Bohringer', 'Richard Widmark', 'Pamela Tiffin', 'Jack Lemmon', "Arthur O'Connell", 'Dean Martin', 'Julia Ormond', 'Francis Lederer', 'Charles Coburn', 'Elsa Lanchester', 'Robert Strauss', 'Tom Ewell', 'Don Taylor', 'Tony Curtis', 'Marilyn Monroe', 'Ben Gazzara', 'Ray Walston', 'Jane Wyman']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Spirit of St. Louis --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Path (Raw):       The Spirit of St. Louis --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.267294
Path Entropy(↓):  2.829210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by wayne wang
Start Entity:     Wayne Wang
Gold Answer:      [['Paul Auster']]
Predicted Ans:    Wayne Wang
Predicted Path:   Wayne Wang --[(INV) directed_by]--> Chan Is Missing --[directed_by]--> Wayne Wang
Path (Raw):       Wayne Wang --[No Operation]--> Wayne Wang --[(INV) directed_by]--> Chan Is Missing --[directed_by]--> Wayne Wang
Neg LogProb(↓):   0.826223
Path Entropy(↓):  1.255739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the screenwriter with tomorrow never dies
Start Entity:     Tomorrow Never Dies
Gold Answer:      [['The World Is Not Enough']]
Predicted Ans:    The World Is Not Enough
Predicted Path:   Tomorrow Never Dies --[written_by]--> Bruce Feirstein --[(INV) written_by]--> The World Is Not Enough
Path (Raw):       Tomorrow Never Dies --[written_by]--> Bruce Feirstein --[(INV) written_by]--> The World Is Not Enough --[No Operation]--> The World Is Not Enough
Neg LogProb(↓):   0.664113
Path Entropy(↓):  1.046216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of jonas karlsson
Start Entity:     Jonas Karlsson
Gold Answer:      [['Brendan Coyle', 'Torkel Petersson']]
Predicted Ans:    Jonas Karlsson
Predicted Path:   Jonas Karlsson --[(INV) starred_actors]--> Offside --[starred_actors]--> Jonas Karlsson
Path (Raw):       Jonas Karlsson --[No Operation]--> Jonas Karlsson --[(INV) starred_actors]--> Offside --[starred_actors]--> Jonas Karlsson
Neg LogProb(↓):   0.521515
Path Entropy(↓):  0.699064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share writers with the movie bay of angels were in which genres
Start Entity:     Bay of Angels
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Bay of Angels --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[has_genre]--> Musical
Path (Raw):       Bay of Angels --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[has_genre]--> Musical
Neg LogProb(↓):   0.001900
Path Entropy(↓):  0.014712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does thomas ian nicholas appear in
Start Entity:     Thomas Ian Nicholas
Gold Answer:      [['American Pie', 'Rookie of the Year', 'Cattle Call']]
Predicted Ans:    American Pie
Predicted Path:   Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie --[starred_actors]--> Alyson Hannigan --[(INV) starred_actors]--> American Pie
Path (Raw):       Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie --[starred_actors]--> Alyson Hannigan --[(INV) starred_actors]--> American Pie
Neg LogProb(↓):   0.852522
Path Entropy(↓):  1.461707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe beverly hills chihuahua
Start Entity:     Beverly Hills Chihuahua
Gold Answer:      [['andy garcia', 'comedy', 'drew barrymore', 'raja gosnell', 'jamie lee curtis', 'piper perabo']]
Predicted Ans:    piper perabo
Predicted Path:   Beverly Hills Chihuahua --[has_tags]--> piper perabo --[(INV) has_tags]--> Carriers --[has_tags]--> piper perabo
Path (Raw):       Beverly Hills Chihuahua --[has_tags]--> piper perabo --[(INV) has_tags]--> Carriers --[has_tags]--> piper perabo
Neg LogProb(↓):   0.504575
Path Entropy(↓):  0.741837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by roger butterfield starred which actors
Start Entity:     Roger Butterfield
Gold Answer:      [['Eleanor Parker', 'John Garfield']]
Predicted Ans:    John Garfield
Predicted Path:   Roger Butterfield --[(INV) written_by]--> Pride of the Marines --[starred_actors]--> John Garfield
Path (Raw):       Roger Butterfield --[No Operation]--> Roger Butterfield --[(INV) written_by]--> Pride of the Marines --[starred_actors]--> John Garfield
Neg LogProb(↓):   0.023185
Path Entropy(↓):  0.109191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in gidget
Start Entity:     Gidget
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Gidget --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Path (Raw):       Gidget --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.001344
Path Entropy(↓):  0.010952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote how stella got her groove back
Start Entity:     How Stella Got Her Groove Back
Gold Answer:      [['Forest Whitaker']]
Predicted Ans:    Forest Whitaker
Predicted Path:   How Stella Got Her Groove Back --[written_by]--> Terry McMillan --[(INV) written_by]--> Waiting to Exhale --[directed_by]--> Forest Whitaker
Path (Raw):       How Stella Got Her Groove Back --[written_by]--> Terry McMillan --[(INV) written_by]--> Waiting to Exhale --[directed_by]--> Forest Whitaker
Neg LogProb(↓):   0.008152
Path Entropy(↓):  0.047194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of lymelife
Start Entity:     Lymelife
Gold Answer:      [['Hick']]
Predicted Ans:    Lymelife
Predicted Path:   Lymelife --[directed_by]--> Derick Martini --[(INV) directed_by]--> Lymelife
Path (Raw):       Lymelife --[directed_by]--> Derick Martini --[(INV) directed_by]--> Lymelife --[No Operation]--> Lymelife
Neg LogProb(↓):   0.089276
Path Entropy(↓):  0.291977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in the cat and the canary
Start Entity:     The Cat and the Canary
Gold Answer:      [['Cecil B. DeMille', 'Buster Keaton', 'John Huston', 'Mark Sandrich', 'Monty Banks', 'Gordon Douglas', 'Leslie Fenton', 'Hal Walker', 'Norman Panama', 'Frank Tashlin', 'King Vidor', 'George Marshall', 'Jack Arnold', 'Elliott Nugent', 'Mitchell Leisen', 'Arnold Laven', 'Richard Wallace', 'Victor Schertzinger', 'Melvin Frank', 'Alexander Korda', 'Oliver Parker', 'David Butler', 'George Stevens', 'Sidney Lanfield', 'Norman Z. McLeod', 'Jean Renoir', 'Gary Sherman']]
Predicted Ans:    Oliver Parker
Predicted Path:   The Cat and the Canary --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Path (Raw):       The Cat and the Canary --[starred_actors]--> Paulette Goddard --[(INV) starred_actors]--> An Ideal Husband --[directed_by]--> Oliver Parker
Neg LogProb(↓):   0.272491
Path Entropy(↓):  0.817824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of old gringo
Start Entity:     Old Gringo
Gold Answer:      [['Luis Puenzo', 'Aída Bortnik']]
Predicted Ans:    Aída Bortnik
Predicted Path:   Old Gringo --[directed_by]--> Luis Puenzo --[(INV) directed_by]--> The Official Story --[written_by]--> Aída Bortnik
Path (Raw):       Old Gringo --[directed_by]--> Luis Puenzo --[(INV) directed_by]--> The Official Story --[written_by]--> Aída Bortnik
Neg LogProb(↓):   0.143274
Path Entropy(↓):  0.482939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer tonino guerra
Start Entity:     Tonino Guerra
Gold Answer:      [['Richard Harris', 'Drew Barrymore', 'Kate Beckinsale', 'Sam Rockwell', 'Robert De Niro', 'Monica Vitti']]
Predicted Ans:    Sam Rockwell
Predicted Path:   Tonino Guerra --[(INV) written_by]--> Everybody's Fine --[starred_actors]--> Sam Rockwell
Path (Raw):       Tonino Guerra --[No Operation]--> Tonino Guerra --[(INV) written_by]--> Everybody's Fine --[starred_actors]--> Sam Rockwell
Neg LogProb(↓):   1.391337
Path Entropy(↓):  2.109319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jonathan trigell were released in which years
Start Entity:     Jonathan Trigell
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Jonathan Trigell --[(INV) written_by]--> Boy A --[release_year]--> 2007
Path (Raw):       Jonathan Trigell --[No Operation]--> Jonathan Trigell --[(INV) written_by]--> Boy A --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by karen valentine in
Start Entity:     Karen Valentine
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Karen Valentine --[(INV) starred_actors]--> Hot Lead and Cold Feet --[has_genre]--> Western
Path (Raw):       Karen Valentine --[No Operation]--> Karen Valentine --[(INV) starred_actors]--> Hot Lead and Cold Feet --[has_genre]--> Western
Neg LogProb(↓):   0.000858
Path Entropy(↓):  0.006912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is hustle
Start Entity:     Hustle
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Hustle --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Hustle --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.092311
Path Entropy(↓):  1.919206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by simon yam
Start Entity:     Simon Yam
Gold Answer:      [['Cantonese', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   Simon Yam --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Path (Raw):       Simon Yam --[No Operation]--> Simon Yam --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by rachel field
Start Entity:     Rachel Field
Gold Answer:      [["Barbara O'Neil", 'Bette Davis', 'Jeffrey Lynn', 'Charles Boyer']]
Predicted Ans:    Bette Davis
Predicted Path:   Rachel Field --[(INV) written_by]--> All This, and Heaven Too --[starred_actors]--> Bette Davis
Path (Raw):       Rachel Field --[No Operation]--> Rachel Field --[(INV) written_by]--> All This, and Heaven Too --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.023765
Path Entropy(↓):  0.111311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by eugene o'neill were in which genres
Start Entity:     Eugene O'Neill
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Eugene O'Neill --[(INV) written_by]--> Anna Christie --[has_genre]--> Drama
Path (Raw):       Eugene O'Neill --[No Operation]--> Eugene O'Neill --[(INV) written_by]--> Anna Christie --[has_genre]--> Drama
Neg LogProb(↓):   0.106294
Path Entropy(↓):  0.427248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of tea and sympathy was
Start Entity:     Tea and Sympathy
Gold Answer:      [['Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Tea and Sympathy --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Path (Raw):       Tea and Sympathy --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.130166
Path Entropy(↓):  0.462562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of andrew adamson directed films
Start Entity:     Andrew Adamson
Gold Answer:      [['2001', '2012', '2004']]
Predicted Ans:    2001
Predicted Path:   Andrew Adamson --[(INV) directed_by]--> Shrek --[release_year]--> 2001
Path (Raw):       Andrew Adamson --[No Operation]--> Andrew Adamson --[(INV) directed_by]--> Shrek --[release_year]--> 2001
Neg LogProb(↓):   0.051259
Path Entropy(↓):  0.204717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the little shop of horrors writers release
Start Entity:     The Little Shop of Horrors
Gold Answer:      [['1995', '1988', '1957', '1959', '1961']]
Predicted Ans:    1960
Predicted Path:   The Little Shop of Horrors --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[release_year]--> 1960
Path (Raw):       The Little Shop of Horrors --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[release_year]--> 1960
Neg LogProb(↓):   1.386631
Path Entropy(↓):  1.700311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with the best little whorehouse in texas
Start Entity:     The Best Little Whorehouse in Texas
Gold Answer:      [['Foul Play', 'Harold and Maude']]
Predicted Ans:    The Best Little Whorehouse in Texas
Predicted Path:   The Best Little Whorehouse in Texas --[written_by]--> Larry L. King --[(INV) written_by]--> The Best Little Whorehouse in Texas
Path (Raw):       The Best Little Whorehouse in Texas --[written_by]--> Larry L. King --[(INV) written_by]--> The Best Little Whorehouse in Texas --[No Operation]--> The Best Little Whorehouse in Texas
Neg LogProb(↓):   0.865565
Path Entropy(↓):  1.215809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the film premonition
Start Entity:     Premonition
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Premonition --[release_year]--> 2007 --[(INV) release_year]--> Shoot on Sight --[release_year]--> 2007
Path (Raw):       Premonition --[release_year]--> 2007 --[(INV) release_year]--> Shoot on Sight --[release_year]--> 2007
Neg LogProb(↓):   3.080475
Path Entropy(↓):  4.662318
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by michael gottlieb
Start Entity:     Michael Gottlieb
Gold Answer:      [['James Spader', 'Joan Crawford', 'Andrew McCarthy', 'Spencer Tracy', 'Estelle Getty', 'Cheech Marin', 'Kim Cattrall', 'Alan Curtis']]
Predicted Ans:    Joan Crawford
Predicted Path:   Michael Gottlieb --[(INV) directed_by]--> Mannequin --[starred_actors]--> Joan Crawford
Path (Raw):       Michael Gottlieb --[No Operation]--> Michael Gottlieb --[(INV) directed_by]--> Mannequin --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.009352
Path Entropy(↓):  0.059886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed ollie hopnoodle's haven of bliss
Start Entity:     Ollie Hopnoodle's Haven of Bliss
Gold Answer:      [['Dick Bartlett']]
Predicted Ans:    Dick Bartlett
Predicted Path:   Ollie Hopnoodle's Haven of Bliss --[directed_by]--> Dick Bartlett --[(INV) directed_by]--> Ollie Hopnoodle's Haven of Bliss --[directed_by]--> Dick Bartlett
Path (Raw):       Ollie Hopnoodle's Haven of Bliss --[directed_by]--> Dick Bartlett --[(INV) directed_by]--> Ollie Hopnoodle's Haven of Bliss --[directed_by]--> Dick Bartlett
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the hospital
Start Entity:     The Hospital
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Hospital --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[has_genre]--> Drama
Path (Raw):       The Hospital --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[has_genre]--> Drama
Neg LogProb(↓):   0.218640
Path Entropy(↓):  0.769155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by murvyn vye were in which genres
Start Entity:     Murvyn Vye
Gold Answer:      [['War']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   Murvyn Vye --[(INV) starred_actors]--> Golden Earrings --[directed_by]--> Mitchell Leisen
Path (Raw):       Murvyn Vye --[No Operation]--> Murvyn Vye --[(INV) starred_actors]--> Golden Earrings --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   0.007883
Path Entropy(↓):  0.050753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of dragon seed
Start Entity:     Dragon Seed
Gold Answer:      [['The Good Earth']]
Predicted Ans:    The Good Earth
Predicted Path:   Dragon Seed --[written_by]--> Pearl S. Buck --[(INV) written_by]--> The Good Earth
Path (Raw):       Dragon Seed --[written_by]--> Pearl S. Buck --[(INV) written_by]--> The Good Earth --[No Operation]--> The Good Earth
Neg LogProb(↓):   0.037747
Path Entropy(↓):  0.159401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by mary philbin in
Start Entity:     Mary Philbin
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Mary Philbin --[(INV) starred_actors]--> The Man Who Laughs --[has_genre]--> Drama
Path (Raw):       Mary Philbin --[No Operation]--> Mary Philbin --[(INV) starred_actors]--> The Man Who Laughs --[has_genre]--> Drama
Neg LogProb(↓):   0.288792
Path Entropy(↓):  0.657512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was david miller the director of
Start Entity:     David Miller
Gold Answer:      [['Sudden Fear', 'Lonely Are the Brave', 'Back Street', 'Midnight Lace', 'The Opposite Sex', 'Captain Newman, M.D.', 'The Story of Esther Costello', 'Love Happy', 'Executive Action', 'Billy the Kid']]
Predicted Ans:    The Opposite Sex
Predicted Path:   David Miller --[(INV) directed_by]--> The Opposite Sex --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex
Path (Raw):       David Miller --[(INV) directed_by]--> The Opposite Sex --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex
Neg LogProb(↓):   0.073106
Path Entropy(↓):  0.347650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of sarah wright starred movies
Start Entity:     Sarah Wright
Gold Answer:      [['Steven Brill']]
Predicted Ans:    Steven Brill
Predicted Path:   Sarah Wright --[(INV) starred_actors]--> Walk of Shame --[directed_by]--> Steven Brill
Path (Raw):       Sarah Wright --[No Operation]--> Sarah Wright --[(INV) starred_actors]--> Walk of Shame --[directed_by]--> Steven Brill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by snitz edwards released
Start Entity:     Snitz Edwards
Gold Answer:      [['1925']]
Predicted Ans:    1925
Predicted Path:   Snitz Edwards --[(INV) starred_actors]--> Seven Chances --[release_year]--> 1925
Path (Raw):       Snitz Edwards --[No Operation]--> Snitz Edwards --[(INV) starred_actors]--> Seven Chances --[release_year]--> 1925
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of blue car
Start Entity:     Blue Car
Gold Answer:      [['Karen Moncrieff']]
Predicted Ans:    Karen Moncrieff
Predicted Path:   Blue Car --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Trials of Cate McCall --[directed_by]--> Karen Moncrieff
Path (Raw):       Blue Car --[written_by]--> Karen Moncrieff --[(INV) written_by]--> The Trials of Cate McCall --[directed_by]--> Karen Moncrieff
Neg LogProb(↓):   0.002079
Path Entropy(↓):  0.015017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the blues brothers
Start Entity:     The Blues Brothers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Blues Brothers --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Blues Brothers --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.158262
Path Entropy(↓):  4.273348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the buccaneer
Start Entity:     The Buccaneer
Gold Answer:      [['The Ten Commandments', 'Gaslight', 'Mayerling', 'There Goes My Heart', 'One Foot in Heaven', 'A Star Is Born', 'The Man in the Gray Flannel Suit', 'Invitation to a Gunfighter', 'The Road to Glory', 'Villa Rides', 'Taras Bulba', "Can't Help Singing", 'Honor Among Lovers', 'The Sign of the Cross', "Hang 'Em High", 'Charly', 'Nothing Sacred', 'The Chapman Report', 'The Brothers Karamazov', 'The Barretts of Wimpole Street', 'Limelight', 'Kings of the Sun', 'Liliom', 'Westworld', 'The Best Years of Our Lives', 'Return of the Seven', 'Catlow', "Smilin' Through", 'The Dark Angel', 'The Garden of Allah', 'Les Misérables', 'Barefoot in the Park', 'The Iceman Cometh', 'Déjà Vu', 'Confidential Agent', 'Futureworld', 'Cluny Brown', 'Hombre', 'The Journey', 'A Time for Killing', 'Hold Back the Dawn', 'The Man Between', 'We Live Again', 'Anastasia', 'All This, and Heaven Too', 'The Black Sleep', 'The Spy Who Came in from the Cold', 'The Great McGinty', 'Dr. Jekyll and Mr. Hyde', 'The Eagle and the Hawk', 'Anthony Adverse', 'I Married a Witch', 'Design for Living', 'Morituri', 'A Guide for the Married Man', 'The Adventures of Mark Twain', 'Alphaville', 'The Bridges at Toko-Ri', 'The General Died at Dawn', 'The Reluctant Saint', 'The King and I', 'Anna Karenina', 'The Haunting', 'The Desperate Hours', 'Back Street', 'Love Affair', 'Look Back in Anger', 'Death Takes a Holiday', 'History Is Made at Night', 'The Happy Time', 'For Whom the Bell Tolls', 'The Illustrated Man', 'Seven Days in May', 'The Informer', 'The Magnificent Seven', 'Inherit the Wind', 'Algiers', 'The Corsican Brothers', 'Executive Suite', 'Arch of Triumph', 'Conquest', 'The Constant Nymph']]
Predicted Ans:    The King and I
Predicted Path:   The Buccaneer --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I
Path (Raw):       The Buccaneer --[No Operation]--> The Buccaneer --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I
Neg LogProb(↓):   0.734722
Path Entropy(↓):  1.796119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was leonardo pieraccioni the writer of
Start Entity:     Leonardo Pieraccioni
Gold Answer:      [['The Cyclone']]
Predicted Ans:    The Cyclone
Predicted Path:   Leonardo Pieraccioni --[(INV) written_by]--> The Cyclone --[written_by]--> Leonardo Pieraccioni --[(INV) written_by]--> The Cyclone
Path (Raw):       Leonardo Pieraccioni --[(INV) written_by]--> The Cyclone --[written_by]--> Leonardo Pieraccioni --[(INV) written_by]--> The Cyclone
Neg LogProb(↓):   0.000058
Path Entropy(↓):  0.000624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of next stop, greenwich village
Start Entity:     Next Stop, Greenwich Village
Gold Answer:      [['Gena Rowlands', 'Cleavant Derricks', 'Alejandro Rey', 'Woody Allen', 'Nick Nolte', 'Meg Mazursky', 'Ellen Burstyn', 'Robin Williams', 'John Cassavetes', 'Kris Kristofferson', 'Susan Anspach', 'Susan Sarandon', 'Art Carney', 'Bette Midler', 'Jill Clayburgh', 'Donald Sutherland', 'Marsha Mason', 'Little Richard', 'George Segal', 'Richard Dreyfuss']]
Predicted Ans:    Jill Clayburgh
Predicted Path:   Next Stop, Greenwich Village --[written_by]--> Paul Mazursky --[(INV) written_by]--> An Unmarried Woman --[starred_actors]--> Jill Clayburgh
Path (Raw):       Next Stop, Greenwich Village --[written_by]--> Paul Mazursky --[(INV) written_by]--> An Unmarried Woman --[starred_actors]--> Jill Clayburgh
Neg LogProb(↓):   1.037590
Path Entropy(↓):  1.278243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by ilene chaiken
Start Entity:     Ilene Chaiken
Gold Answer:      [['Frank Pierson']]
Predicted Ans:    Frank Pierson
Predicted Path:   Ilene Chaiken --[(INV) written_by]--> Dirty Pictures --[directed_by]--> Frank Pierson
Path (Raw):       Ilene Chaiken --[No Operation]--> Ilene Chaiken --[(INV) written_by]--> Dirty Pictures --[directed_by]--> Frank Pierson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film meet monica velour
Start Entity:     Meet Monica Velour
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Meet Monica Velour --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Meet Monica Velour --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.634270
Path Entropy(↓):  4.475190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by louis m. heyward
Start Entity:     Louis M. Heyward
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Louis M. Heyward --[(INV) written_by]--> Planet of the Vampires --[has_genre]--> Horror
Path (Raw):       Louis M. Heyward --[No Operation]--> Louis M. Heyward --[(INV) written_by]--> Planet of the Vampires --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was peter del monte the writer of
Start Entity:     Peter Del Monte
Gold Answer:      [['Julia and Julia']]
Predicted Ans:    Julia and Julia
Predicted Path:   Peter Del Monte --[(INV) written_by]--> Julia and Julia --[written_by]--> Peter Del Monte --[(INV) written_by]--> Julia and Julia
Path (Raw):       Peter Del Monte --[(INV) written_by]--> Julia and Julia --[written_by]--> Peter Del Monte --[(INV) written_by]--> Julia and Julia
Neg LogProb(↓):   0.250749
Path Entropy(↓):  0.531937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of love letter
Start Entity:     Love Letter
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Love Letter --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> All About Lily Chou-Chou --[has_genre]--> Music
Path (Raw):       Love Letter --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> All About Lily Chou-Chou --[has_genre]--> Music
Neg LogProb(↓):   0.000855
Path Entropy(↓):  0.006910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by tran anh hung were in which genres
Start Entity:     Tran Anh Hung
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[has_genre]--> Drama
Path (Raw):       Tran Anh Hung --[No Operation]--> Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[has_genre]--> Drama
Neg LogProb(↓):   0.002357
Path Entropy(↓):  0.017532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by edvin laine were in which genres
Start Entity:     Edvin Laine
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Edvin Laine --[(INV) directed_by]--> The Unknown Soldier --[has_genre]--> War
Path (Raw):       Edvin Laine --[No Operation]--> Edvin Laine --[(INV) directed_by]--> The Unknown Soldier --[has_genre]--> War
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by louis dempsey released
Start Entity:     Louis Dempsey
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Louis Dempsey --[(INV) starred_actors]--> The Last Drop --[release_year]--> 2006
Path (Raw):       Louis Dempsey --[No Operation]--> Louis Dempsey --[(INV) starred_actors]--> The Last Drop --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the reflecting skin starred who
Start Entity:     The Reflecting Skin
Gold Answer:      [['Ashley Judd', 'Viggo Mortensen', 'Brendan Fraser', 'Clémence Poésy', 'Jim Sturgess']]
Predicted Ans:    Viggo Mortensen
Predicted Path:   The Reflecting Skin --[written_by]--> Philip Ridley --[(INV) written_by]--> The Passion of Darkly Noon --[starred_actors]--> Viggo Mortensen
Path (Raw):       The Reflecting Skin --[written_by]--> Philip Ridley --[(INV) written_by]--> The Passion of Darkly Noon --[starred_actors]--> Viggo Mortensen
Neg LogProb(↓):   0.578849
Path Entropy(↓):  0.693884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of turkish delight
Start Entity:     Turkish Delight
Gold Answer:      [['Past Midnight', 'Amsterdamned', 'The Mill and the Cross', 'Hobo with a Shotgun', 'Moving McAllister', 'Ladyhawke', 'Fatherland', 'Mentor', 'Split Second', 'Buffy the Vampire Slayer', 'Soldier of Orange', 'The Assault', 'Crossworlds', 'Surviving the Game', 'The Blood of Heroes', 'The Osterman Weekend', 'The Hitcher', 'Blind Fury', 'A Breed Apart', 'Eureka', 'Wedlock', 'Blade Runner', 'Omega Doom']]
Predicted Ans:    Eureka
Predicted Path:   Turkish Delight --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Eureka
Path (Raw):       Turkish Delight --[No Operation]--> Turkish Delight --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Eureka
Neg LogProb(↓):   1.201277
Path Entropy(↓):  1.502933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of born yesterday also directed which movies
Start Entity:     Born Yesterday
Gold Answer:      [['The Marrying Kind', 'Angel Eyes', 'Gaslight', 'Message in a Bottle', 'The Women', 'Zaza', 'Dinner at Eight', 'Travels with My Aunt', 'Romeo and Juliet', 'A Star Is Born', 'What Price Hollywood?', 'My Fair Lady', 'Rich and Famous', 'Les Girls', 'One Hour with You', 'David Copperfield', 'Bhowani Junction', "Adam's Rib", "Let's Make Love", 'Holiday', 'The Actress', 'White Palace', 'The Philadelphia Story', 'Edward, My Son', 'A Double Life', 'Wild Is the Wind', 'Little Women', 'Keeper of the Flame', "A Woman's Face", 'Gone with the Wind', 'Pat and Mike', 'The Chapman Report', 'Sylvia Scarlett', 'Camille', "I'll Be Seeing You", 'Trapped', 'It Should Happen to You', 'Girls About Town']]
Predicted Ans:    One Hour with You
Predicted Path:   Born Yesterday --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You
Path (Raw):       Born Yesterday --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[No Operation]--> One Hour with You
Neg LogProb(↓):   1.808501
Path Entropy(↓):  2.768064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote ripley's game
Start Entity:     Ripley's Game
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Ripley's Game --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The Cry of the Owl --[has_genre]--> Thriller
Path (Raw):       Ripley's Game --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The Cry of the Owl --[has_genre]--> Thriller
Neg LogProb(↓):   0.228635
Path Entropy(↓):  0.604657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of michelle morgan written movies
Start Entity:     Michelle Morgan
Gold Answer:      [['Robert Pulcini', 'Shari Springer Berman', 'Ava DuVernay', 'John Stockwell']]
Predicted Ans:    John Stockwell
Predicted Path:   Michelle Morgan --[(INV) written_by]--> Middle of Nowhere --[directed_by]--> John Stockwell
Path (Raw):       Michelle Morgan --[No Operation]--> Michelle Morgan --[(INV) written_by]--> Middle of Nowhere --[directed_by]--> John Stockwell
Neg LogProb(↓):   0.012652
Path Entropy(↓):  0.069173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of stag night also wrote which films
Start Entity:     Stag Night
Gold Answer:      [['Reasonable Doubt']]
Predicted Ans:    Stag Night
Predicted Path:   Stag Night --[written_by]--> Peter A. Dowling --[(INV) written_by]--> Stag Night
Path (Raw):       Stag Night --[written_by]--> Peter A. Dowling --[(INV) written_by]--> Stag Night --[No Operation]--> Stag Night
Neg LogProb(↓):   0.076787
Path Entropy(↓):  0.263649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies acted by peter weller
Start Entity:     Peter Weller
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Peter Weller --[(INV) starred_actors]--> Naked Lunch --[in_language]--> English
Path (Raw):       Peter Weller --[No Operation]--> Peter Weller --[(INV) starred_actors]--> Naked Lunch --[in_language]--> English
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe the bravados
Start Entity:     The Bravados
Gold Answer:      [['henry king']]
Predicted Ans:    henry king
Predicted Path:   The Bravados --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Path (Raw):       The Bravados --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Neg LogProb(↓):   0.003776
Path Entropy(↓):  0.027704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by george hickenlooper released
Start Entity:     George Hickenlooper
Gold Answer:      [['1995', '2003']]
Predicted Ans:    2003
Predicted Path:   George Hickenlooper --[(INV) written_by]--> Mayor of the Sunset Strip --[release_year]--> 2003
Path (Raw):       George Hickenlooper --[No Operation]--> George Hickenlooper --[(INV) written_by]--> Mayor of the Sunset Strip --[release_year]--> 2003
Neg LogProb(↓):   0.199057
Path Entropy(↓):  0.473023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by kaye ballard
Start Entity:     Kaye Ballard
Gold Answer:      [['Richard Lester']]
Predicted Ans:    Richard Lester
Predicted Path:   Kaye Ballard --[(INV) starred_actors]--> The Ritz --[directed_by]--> Richard Lester
Path (Raw):       Kaye Ballard --[No Operation]--> Kaye Ballard --[(INV) starred_actors]--> The Ritz --[directed_by]--> Richard Lester
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film a million ways to die in the west
Start Entity:     A Million Ways to Die in the West
Gold Answer:      [['2012', '2007']]
Predicted Ans:    2012
Predicted Path:   A Million Ways to Die in the West --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[release_year]--> 2012
Path (Raw):       A Million Ways to Die in the West --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[release_year]--> 2012
Neg LogProb(↓):   0.411427
Path Entropy(↓):  1.034511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by scot armstrong
Start Entity:     Scot Armstrong
Gold Answer:      [['Peter Farrelly', 'Elaine May', 'Todd Phillips']]
Predicted Ans:    Todd Phillips
Predicted Path:   Scot Armstrong --[(INV) written_by]--> Old School --[directed_by]--> Todd Phillips
Path (Raw):       Scot Armstrong --[No Operation]--> Scot Armstrong --[(INV) written_by]--> Old School --[directed_by]--> Todd Phillips
Neg LogProb(↓):   0.278693
Path Entropy(↓):  0.712309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of eastern promises
Start Entity:     Eastern Promises
Gold Answer:      [['Lasse Hallström', 'Steven Knight', 'John Crowley', 'Stephen Frears']]
Predicted Ans:    Steven Knight
Predicted Path:   Eastern Promises --[written_by]--> Steven Knight --[(INV) written_by]--> Locke --[directed_by]--> Steven Knight
Path (Raw):       Eastern Promises --[written_by]--> Steven Knight --[(INV) written_by]--> Locke --[directed_by]--> Steven Knight
Neg LogProb(↓):   0.557909
Path Entropy(↓):  0.780281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by barry opper were released in which years
Start Entity:     Barry Opper
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Barry Opper --[(INV) written_by]--> Critters 4 --[release_year]--> 1992
Path (Raw):       Barry Opper --[No Operation]--> Barry Opper --[(INV) written_by]--> Critters 4 --[release_year]--> 1992
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote mission to mars
Start Entity:     Mission to Mars
Gold Answer:      [['Randy Quaid', 'Christian Slater', 'Minnie Driver', 'Arnold Schwarzenegger', 'James Stewart', 'Kevin Peter Hall', 'Morgan Freeman', 'Jeff Chandler', 'Carl Weathers', 'Danny Glover', 'John Travolta']]
Predicted Ans:    Danny Glover
Predicted Path:   Mission to Mars --[written_by]--> John Thomas --[(INV) written_by]--> Predator 2 --[starred_actors]--> Danny Glover
Path (Raw):       Mission to Mars --[written_by]--> John Thomas --[(INV) written_by]--> Predator 2 --[starred_actors]--> Danny Glover
Neg LogProb(↓):   0.032324
Path Entropy(↓):  0.143043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the pleasure seekers in
Start Entity:     The Pleasure Seekers
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Pleasure Seekers --[starred_actors]--> Anthony Franciosa --[(INV) starred_actors]--> Wild Is the Wind --[in_language]--> Italian
Path (Raw):       The Pleasure Seekers --[starred_actors]--> Anthony Franciosa --[(INV) starred_actors]--> Wild Is the Wind --[in_language]--> Italian
Neg LogProb(↓):   0.485232
Path Entropy(↓):  0.953874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of einstein and eddington
Start Entity:     Einstein and Eddington
Gold Answer:      [['L.A. Without a Map', 'What We Did on Our Holiday', 'The Day of the Doctor', 'The Decoy Bride', 'Hamlet']]
Predicted Ans:    Hamlet
Predicted Path:   Einstein and Eddington --[starred_actors]--> David Tennant --[(INV) starred_actors]--> Hamlet
Path (Raw):       Einstein and Eddington --[starred_actors]--> David Tennant --[No Operation]--> David Tennant --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about robot
Start Entity:     robot
Gold Answer:      [['Transformers', 'Hardware', 'Short Circuit', 'I, Robot', 'Omega Doom', 'Tobor the Great', 'Moon', 'Real Steel']]
Predicted Ans:    Omega Doom
Predicted Path:   robot --[(INV) has_tags]--> Omega Doom --[has_tags]--> robot --[(INV) has_tags]--> Omega Doom
Path (Raw):       robot --[(INV) has_tags]--> Omega Doom --[has_tags]--> robot --[(INV) has_tags]--> Omega Doom
Neg LogProb(↓):   1.475591
Path Entropy(↓):  1.812432
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the incredible petrified world were in which languages
Start Entity:     The Incredible Petrified World
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Incredible Petrified World --[starred_actors]--> John Carradine --[(INV) starred_actors]--> Bluebeard --[in_language]--> French
Path (Raw):       The Incredible Petrified World --[starred_actors]--> John Carradine --[(INV) starred_actors]--> Bluebeard --[in_language]--> French
Neg LogProb(↓):   0.001473
Path Entropy(↓):  0.012128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by hans janowitz released
Start Entity:     Hans Janowitz
Gold Answer:      [['1920']]
Predicted Ans:    1920
Predicted Path:   Hans Janowitz --[(INV) written_by]--> The Cabinet of Dr. Caligari --[release_year]--> 1920
Path (Raw):       Hans Janowitz --[No Operation]--> Hans Janowitz --[(INV) written_by]--> The Cabinet of Dr. Caligari --[release_year]--> 1920
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by claudio galperin were released in which years
Start Entity:     Claudio Galperin
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Claudio Galperin --[(INV) written_by]--> The Year My Parents Went on Vacation --[release_year]--> 2006
Path (Raw):       Claudio Galperin --[No Operation]--> Claudio Galperin --[(INV) written_by]--> The Year My Parents Went on Vacation --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by mihaly kormos
Start Entity:     Mihály Kormos
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Mihály Kormos --[(INV) starred_actors]--> The Turin Horse --[release_year]--> 2011
Path (Raw):       Mihály Kormos --[No Operation]--> Mihály Kormos --[(INV) starred_actors]--> The Turin Horse --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by famke janssen were written by who
Start Entity:     Famke Janssen
Gold Answer:      [['Robb White', 'Ken Solarz', 'David Logan', 'Daniel Menaker', 'Luc Besson', 'Eric Red', 'Robert Mark Kamen', 'Bryan Singer', 'Jonathan Levine', 'Oren Rudavsky', 'David Hayter', 'Tom DeSanto', 'Stephen Sommers']]
Predicted Ans:    Robert Mark Kamen
Predicted Path:   Famke Janssen --[(INV) starred_actors]--> Taken 3 --[written_by]--> Robert Mark Kamen
Path (Raw):       Famke Janssen --[No Operation]--> Famke Janssen --[(INV) starred_actors]--> Taken 3 --[written_by]--> Robert Mark Kamen
Neg LogProb(↓):   0.878585
Path Entropy(↓):  1.704720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by rob jenkins were in which genres
Start Entity:     Rob Jenkins
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rob Jenkins --[(INV) starred_actors]--> Undead --[has_genre]--> Comedy
Path (Raw):       Rob Jenkins --[No Operation]--> Rob Jenkins --[(INV) starred_actors]--> Undead --[has_genre]--> Comedy
Neg LogProb(↓):   0.632192
Path Entropy(↓):  0.706609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of trauma
Start Entity:     Trauma
Gold Answer:      [['Irene Miracle', 'Urbano Barberini', 'Eleonora Giorgi', 'Leigh McCloskey', 'Jessica Harper', 'Adrien Brody', 'Daria Nicolodi', 'Ian Charleson', 'Asia Argento', 'Cristina Marsillach', 'Minnie Driver', 'Flavio Bucci', 'Stefania Casini', 'Adrienne Barbeau', 'David Hemmings', 'Robert Ryan', 'Alan Rickman', 'Thomas Kretschmann', 'Jennifer Connelly', 'Stefania Rocca', 'Aneurin Barnard', 'Callum Keith Rennie', 'Rhonda Fleming', 'Emily Hampshire', 'Liam Cunningham']]
Predicted Ans:    Cristina Marsillach
Predicted Path:   Trauma --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[starred_actors]--> Cristina Marsillach
Path (Raw):       Trauma --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[starred_actors]--> Cristina Marsillach
Neg LogProb(↓):   0.617554
Path Entropy(↓):  1.678182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed butch cassidy and the sundance kid
Start Entity:     Butch Cassidy and the Sundance Kid
Gold Answer:      [['French', 'Hawaiian']]
Predicted Ans:    French
Predicted Path:   Butch Cassidy and the Sundance Kid --[directed_by]--> George Roy Hill --[(INV) directed_by]--> A Little Romance --[in_language]--> French
Path (Raw):       Butch Cassidy and the Sundance Kid --[directed_by]--> George Roy Hill --[(INV) directed_by]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of blood and black lace
Start Entity:     Blood and Black Lace
Gold Answer:      [['Baron Blood', 'Black Sabbath', 'Dr. Goldfoot and the Girl Bombs', 'The Whip and the Body', 'Lisa and the Devil', 'Rabid Dogs', 'The Giant of Marathon', 'Black Sunday', 'Planet of the Vampires']]
Predicted Ans:    Black Sabbath
Predicted Path:   Blood and Black Lace --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath
Path (Raw):       Blood and Black Lace --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[No Operation]--> Black Sabbath
Neg LogProb(↓):   0.596667
Path Entropy(↓):  1.079694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of thanks for sharing
Start Entity:     Thanks for Sharing
Gold Answer:      [['Ben Stiller', 'Edward Norton', 'Anne Bancroft', 'Annette Bening', 'Jenna Elfman']]
Predicted Ans:    Gwyneth Paltrow
Predicted Path:   Thanks for Sharing --[written_by]--> Matt Winston --[(INV) written_by]--> Thanks for Sharing --[starred_actors]--> Gwyneth Paltrow
Path (Raw):       Thanks for Sharing --[written_by]--> Matt Winston --[(INV) written_by]--> Thanks for Sharing --[starred_actors]--> Gwyneth Paltrow
Neg LogProb(↓):   0.265918
Path Entropy(↓):  0.753378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe the movie the winning of barbara worth in a few words
Start Entity:     The Winning of Barbara Worth
Gold Answer:      [['henry king']]
Predicted Ans:    henry king
Predicted Path:   The Winning of Barbara Worth --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Path (Raw):       The Winning of Barbara Worth --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Neg LogProb(↓):   0.006497
Path Entropy(↓):  0.046326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter novalyne price ellis wrote films together with who
Start Entity:     Novalyne Price Ellis
Gold Answer:      [['Michael Scott Myers']]
Predicted Ans:    Novalyne Price Ellis
Predicted Path:   Novalyne Price Ellis --[(INV) written_by]--> The Whole Wide World --[written_by]--> Novalyne Price Ellis
Path (Raw):       Novalyne Price Ellis --[No Operation]--> Novalyne Price Ellis --[(INV) written_by]--> The Whole Wide World --[written_by]--> Novalyne Price Ellis
Neg LogProb(↓):   0.128076
Path Entropy(↓):  0.367350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie son of the pink panther starred who
Start Entity:     Son of the Pink Panther
Gold Answer:      [['Herbert Lom', 'Claudia Cardinale', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Son of the Pink Panther --[starred_actors]--> Roberto Benigni --[(INV) written_by]--> Johnny Stecchino --[starred_actors]--> Roberto Benigni
Path (Raw):       Son of the Pink Panther --[starred_actors]--> Roberto Benigni --[(INV) written_by]--> Johnny Stecchino --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.449192
Path Entropy(↓):  0.667085
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the last mimzy
Start Entity:     The Last Mimzy
Gold Answer:      [['Avenger', 'The Alphabet Killer', 'City of Industry', 'Shining Through', 'Loch Ness', 'Made in Heaven', 'The Falcon and the Snowman', 'The Dark Half', 'The Killing Room', 'Endless Love', 'Deterrence', "Everybody's All-American", 'The Substance of Fire', 'Serious Moonlight', 'Maybe Baby', 'Taps', 'Sister My Sister', 'The Temp', 'Ordinary People', 'Daniel', 'Iceman', 'Playing God']]
Predicted Ans:    Iceman
Predicted Path:   The Last Mimzy --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> Iceman
Path (Raw):       The Last Mimzy --[starred_actors]--> Timothy Hutton --[No Operation]--> Timothy Hutton --[(INV) starred_actors]--> Iceman
Neg LogProb(↓):   0.352355
Path Entropy(↓):  0.859532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the wicker tree also directed which movies
Start Entity:     The Wicker Tree
Gold Answer:      [['The Wicker Man']]
Predicted Ans:    The Wicker Man
Predicted Path:   The Wicker Tree --[directed_by]--> Robin Hardy --[(INV) directed_by]--> The Wicker Man
Path (Raw):       The Wicker Tree --[directed_by]--> Robin Hardy --[(INV) directed_by]--> The Wicker Man --[No Operation]--> The Wicker Man
Neg LogProb(↓):   0.049369
Path Entropy(↓):  0.193565
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film eddie
Start Entity:     Eddie
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Eddie --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Eddie --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.855536
Path Entropy(↓):  4.388860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with dino morea
Start Entity:     Dino Morea
Gold Answer:      [['Priyanka Chopra', 'Uday Chopra']]
Predicted Ans:    Priyanka Chopra
Predicted Path:   Dino Morea --[(INV) starred_actors]--> Pyaar Impossible! --[starred_actors]--> Priyanka Chopra
Path (Raw):       Dino Morea --[No Operation]--> Dino Morea --[(INV) starred_actors]--> Pyaar Impossible! --[starred_actors]--> Priyanka Chopra
Neg LogProb(↓):   0.000185
Path Entropy(↓):  0.001936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by angelina jolie
Start Entity:     Angelina Jolie
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Action
Predicted Path:   Angelina Jolie --[(INV) starred_actors]--> Salt --[has_genre]--> Action
Path (Raw):       Angelina Jolie --[No Operation]--> Angelina Jolie --[(INV) starred_actors]--> Salt --[has_genre]--> Action
Neg LogProb(↓):   0.000104
Path Entropy(↓):  0.001086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by craig mazin starred which actors
Start Entity:     Craig Mazin
Gold Answer:      [['Zach Galifianakis', 'Leslie Nielsen', 'Anna Faris', 'Ed Helms', 'Christopher McDonald', 'Justin Bartha', 'Drake Bell', 'Melissa McCarthy', 'Bradley Cooper', 'Regina Hall', 'Marlon Wayans', 'Sara Paxton', 'Jason Bateman']]
Predicted Ans:    Justin Bartha
Predicted Path:   Craig Mazin --[(INV) written_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Path (Raw):       Craig Mazin --[No Operation]--> Craig Mazin --[(INV) written_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Neg LogProb(↓):   0.019879
Path Entropy(↓):  0.130504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film tarzan escapes
Start Entity:     Tarzan Escapes
Gold Answer:      [['1976', '1998', '1949', '1975', '1933', '1939', '1959', '1921', '1999', '1932', '1981', '2012', '1941', '2013', '1977']]
Predicted Ans:    1932
Predicted Path:   Tarzan Escapes --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> Tarzan the Ape Man --[release_year]--> 1932
Path (Raw):       Tarzan Escapes --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> Tarzan the Ape Man --[release_year]--> 1932
Neg LogProb(↓):   1.257785
Path Entropy(↓):  1.708441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of lawrie brewster directed movies
Start Entity:     Lawrie Brewster
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Lawrie Brewster --[(INV) directed_by]--> Lord of Tears --[release_year]--> 2013
Path (Raw):       Lawrie Brewster --[No Operation]--> Lawrie Brewster --[(INV) directed_by]--> Lord of Tears --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with annie hall
Start Entity:     Annie Hall
Gold Answer:      [['Zelig', "What's Up, Tiger Lily?", 'Play It Again, Sam', 'Melinda and Melinda', 'Mighty Aphrodite', 'Another Woman', 'Crimes and Misdemeanors', 'Stardust Memories', 'Simon', 'September', 'Interiors', 'Take the Money and Run', 'Blue Jasmine', 'Radio Days', 'Hollywood Ending', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'Match Point', 'The Purple Rose of Cairo', 'New York Stories', 'Shadows and Fog', 'Deconstructing Harry', 'Love and Death', 'Manhattan', 'To Rome with Love', 'Magic in the Moonlight', 'Husbands and Wives', 'Sleeper', "Cassandra's Dream", 'Lovesick', "Don't Drink the Water", 'Sweet and Lowdown', 'Jersey Boys', 'Midnight in Paris', 'Scoop', 'Everyone Says I Love You', 'Alice', 'Bananas', 'Hannah and Her Sisters', 'Whatever Works', 'Anything Else', 'Vicky Cristina Barcelona', 'Celebrity', 'Broadway Danny Rose', 'For the Boys', 'Manhattan Murder Mystery', 'Small Time Crooks', 'The Manhattan Project', 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    Manhattan
Predicted Path:   Annie Hall --[written_by]--> Marshall Brickman --[(INV) written_by]--> Manhattan
Path (Raw):       Annie Hall --[written_by]--> Marshall Brickman --[(INV) written_by]--> Manhattan --[No Operation]--> Manhattan
Neg LogProb(↓):   1.033437
Path Entropy(↓):  1.941266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does peter bull appear in
Start Entity:     Peter Bull
Gold Answer:      [['The African Queen']]
Predicted Ans:    The African Queen
Predicted Path:   Peter Bull --[(INV) starred_actors]--> The African Queen --[starred_actors]--> Peter Bull --[(INV) starred_actors]--> The African Queen
Path (Raw):       Peter Bull --[(INV) starred_actors]--> The African Queen --[starred_actors]--> Peter Bull --[(INV) starred_actors]--> The African Queen
Neg LogProb(↓):   0.003543
Path Entropy(↓):  0.023564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of slam dunk ernest is also the director of which films
Start Entity:     Slam Dunk Ernest
Gold Answer:      [['Dr. Otto and the Riddle of the Gloom Beam', 'Ernest Goes to Jail', 'Ernest Goes to Camp', 'Ernest Goes to Africa', 'Ernest Scared Stupid', 'Ernest in the Army', 'Ernest Saves Christmas', 'Ernest Rides Again']]
Predicted Ans:    Ernest Goes to Africa
Predicted Path:   Slam Dunk Ernest --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Ernest Goes to Africa
Path (Raw):       Slam Dunk Ernest --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Ernest Goes to Africa --[No Operation]--> Ernest Goes to Africa
Neg LogProb(↓):   1.012817
Path Entropy(↓):  1.435655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the adam resurrected director
Start Entity:     Adam Resurrected
Gold Answer:      [['Robert Graysmith', 'Michael Gerbosi', 'Alan Ormsby', 'Patricia Hearst', 'Russell Banks', 'Alvin Moscow', 'DeWitt Bodeen', 'Elmore Leonard', 'Harold Pinter', 'Ian McEwan', 'Paul Schrader', 'Bret Easton Ellis']]
Predicted Ans:    Paul Schrader
Predicted Path:   Adam Resurrected --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[written_by]--> Paul Schrader
Path (Raw):       Adam Resurrected --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[written_by]--> Paul Schrader
Neg LogProb(↓):   0.229339
Path Entropy(↓):  0.606928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the westerner actors release
Start Entity:     The Westerner
Gold Answer:      [['1946', '1954', '1944', '1959', '1936', '1985', '1967', '1935', '1941', '1968', '1939', '1933', '2009', '1957', '1951', '2010', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1926', '1961', '1955', '1934', '1949', '1950', '1999', '1945', '1969', '1952', '1958', '1930']]
Predicted Ans:    1957
Predicted Path:   The Westerner --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[release_year]--> 1957
Path (Raw):       The Westerner --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[release_year]--> 1957
Neg LogProb(↓):   1.102383
Path Entropy(↓):  2.890049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film drive hard starred which actors
Start Entity:     Drive Hard
Gold Answer:      [['John Cusack']]
Predicted Ans:    John Cusack
Predicted Path:   Drive Hard --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Numbers Station --[starred_actors]--> John Cusack
Path (Raw):       Drive Hard --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Numbers Station --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.646632
Path Entropy(↓):  1.250860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of straight shooting also directed which movies
Start Entity:     Straight Shooting
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    The Grapes of Wrath
Predicted Path:   Straight Shooting --[directed_by]--> John Ford --[(INV) directed_by]--> The Grapes of Wrath
Path (Raw):       Straight Shooting --[directed_by]--> John Ford --[(INV) directed_by]--> The Grapes of Wrath --[No Operation]--> The Grapes of Wrath
Neg LogProb(↓):   2.382519
Path Entropy(↓):  3.090815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ronald davidson write
Start Entity:     Ronald Davidson
Gold Answer:      [['Zombies of the Stratosphere']]
Predicted Ans:    Zombies of the Stratosphere
Predicted Path:   Ronald Davidson --[(INV) written_by]--> Zombies of the Stratosphere --[written_by]--> Ronald Davidson --[(INV) written_by]--> Zombies of the Stratosphere
Path (Raw):       Ronald Davidson --[(INV) written_by]--> Zombies of the Stratosphere --[written_by]--> Ronald Davidson --[(INV) written_by]--> Zombies of the Stratosphere
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is summer and smoke
Start Entity:     Summer and Smoke
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Summer and Smoke --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Summer and Smoke --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.399652
Path Entropy(↓):  4.604074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by michael vines were released in which years
Start Entity:     Michael Vines
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Michael Vines --[(INV) written_by]--> American Gothic --[release_year]--> 1988
Path (Raw):       Michael Vines --[No Operation]--> Michael Vines --[(INV) written_by]--> American Gothic --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film el norte was directed by who
Start Entity:     El Norte
Gold Answer:      [['Gregory Nava']]
Predicted Ans:    Gregory Nava
Predicted Path:   El Norte --[directed_by]--> Gregory Nava --[(INV) directed_by]--> My Family --[directed_by]--> Gregory Nava
Path (Raw):       El Norte --[directed_by]--> Gregory Nava --[(INV) directed_by]--> My Family --[directed_by]--> Gregory Nava
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by georges franju released
Start Entity:     Georges Franju
Gold Answer:      [['1960', '1963', '1952', '1916']]
Predicted Ans:    1916
Predicted Path:   Georges Franju --[(INV) directed_by]--> Judex --[release_year]--> 1916
Path (Raw):       Georges Franju --[No Operation]--> Georges Franju --[(INV) directed_by]--> Judex --[release_year]--> 1916
Neg LogProb(↓):   0.930036
Path Entropy(↓):  1.542108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by ian hendry release
Start Entity:     Ian Hendry
Gold Answer:      [['2000', '1973', '1965', '1971']]
Predicted Ans:    1965
Predicted Path:   Ian Hendry --[(INV) starred_actors]--> Repulsion --[release_year]--> 1965
Path (Raw):       Ian Hendry --[No Operation]--> Ian Hendry --[(INV) starred_actors]--> Repulsion --[release_year]--> 1965
Neg LogProb(↓):   0.286248
Path Entropy(↓):  0.568477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by jordan melamed starred who
Start Entity:     Jordan Melamed
Gold Answer:      [['Blayne Weaver']]
Predicted Ans:    Blayne Weaver
Predicted Path:   Jordan Melamed --[(INV) directed_by]--> Manic --[starred_actors]--> Blayne Weaver
Path (Raw):       Jordan Melamed --[No Operation]--> Jordan Melamed --[(INV) directed_by]--> Manic --[starred_actors]--> Blayne Weaver
Neg LogProb(↓):   0.000091
Path Entropy(↓):  0.000940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by jeff filgo
Start Entity:     Jeff Filgo
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Jeff Filgo --[(INV) written_by]--> Take Me Home Tonight --[release_year]--> 2011
Path (Raw):       Jeff Filgo --[No Operation]--> Jeff Filgo --[(INV) written_by]--> Take Me Home Tonight --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by maria onetto
Start Entity:     María Onetto
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   María Onetto --[(INV) starred_actors]--> The Headless Woman --[has_genre]--> Thriller
Path (Raw):       María Onetto --[No Operation]--> María Onetto --[(INV) starred_actors]--> The Headless Woman --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did joseph cedar write
Start Entity:     Joseph Cedar
Gold Answer:      [['Beaufort', 'Footnote', 'Time of Favor']]
Predicted Ans:    Footnote
Predicted Path:   Joseph Cedar --[(INV) written_by]--> Footnote --[written_by]--> Joseph Cedar --[(INV) written_by]--> Footnote
Path (Raw):       Joseph Cedar --[(INV) written_by]--> Footnote --[written_by]--> Joseph Cedar --[(INV) written_by]--> Footnote
Neg LogProb(↓):   0.787201
Path Entropy(↓):  1.682841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by ann howard creel release
Start Entity:     Ann Howard Creel
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Ann Howard Creel --[(INV) written_by]--> The Magic of Ordinary Days --[release_year]--> 2005
Path (Raw):       Ann Howard Creel --[No Operation]--> Ann Howard Creel --[(INV) written_by]--> The Magic of Ordinary Days --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with murmur of the heart in
Start Entity:     Murmur of the Heart
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   Murmur of the Heart --[written_by]--> Louis Malle --[(INV) written_by]--> Elevator to the Gallows --[in_language]--> French
Path (Raw):       Murmur of the Heart --[written_by]--> Louis Malle --[(INV) written_by]--> Elevator to the Gallows --[in_language]--> French
Neg LogProb(↓):   0.293678
Path Entropy(↓):  0.814874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by tom laughlin were in which genres
Start Entity:     Tom Laughlin
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Action
Predicted Path:   Tom Laughlin --[(INV) directed_by]--> The Born Losers --[has_genre]--> Action
Path (Raw):       Tom Laughlin --[No Operation]--> Tom Laughlin --[(INV) directed_by]--> The Born Losers --[has_genre]--> Action
Neg LogProb(↓):   0.000445
Path Entropy(↓):  0.003916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by erin o'brien
Start Entity:     Erin O'Brien
Gold Answer:      [['Nelson Gidding', 'Weldon Hill']]
Predicted Ans:    Nelson Gidding
Predicted Path:   Erin O'Brien --[(INV) starred_actors]--> Onionhead --[written_by]--> Nelson Gidding
Path (Raw):       Erin O'Brien --[No Operation]--> Erin O'Brien --[(INV) starred_actors]--> Onionhead --[written_by]--> Nelson Gidding
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the hindenburg
Start Entity:     The Hindenburg
Gold Answer:      [['I Want to Live!', 'Onionhead', 'The Haunting', 'That Certain Summer']]
Predicted Ans:    Onionhead
Predicted Path:   The Hindenburg --[written_by]--> Nelson Gidding --[(INV) written_by]--> Onionhead
Path (Raw):       The Hindenburg --[No Operation]--> The Hindenburg --[written_by]--> Nelson Gidding --[(INV) written_by]--> Onionhead
Neg LogProb(↓):   0.752357
Path Entropy(↓):  1.280661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the prize fall under
Start Entity:     The Prize
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    War
Predicted Path:   The Prize --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Path (Raw):       The Prize --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Neg LogProb(↓):   0.398456
Path Entropy(↓):  1.180818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by howard korder
Start Entity:     Howard Korder
Gold Answer:      [['David Salle', 'Christopher Menaul', 'Neil LaBute']]
Predicted Ans:    Christopher Menaul
Predicted Path:   Howard Korder --[(INV) written_by]--> The Passion of Ayn Rand --[directed_by]--> Christopher Menaul
Path (Raw):       Howard Korder --[No Operation]--> Howard Korder --[(INV) written_by]--> The Passion of Ayn Rand --[directed_by]--> Christopher Menaul
Neg LogProb(↓):   0.003048
Path Entropy(↓):  0.021651
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by dorothy tutin were directed by who
Start Entity:     Dorothy Tutin
Gold Answer:      [['Ralph Thomas', 'Jack Conway']]
Predicted Ans:    Jack Conway
Predicted Path:   Dorothy Tutin --[(INV) starred_actors]--> A Tale of Two Cities --[directed_by]--> Jack Conway
Path (Raw):       Dorothy Tutin --[No Operation]--> Dorothy Tutin --[(INV) starred_actors]--> A Tale of Two Cities --[directed_by]--> Jack Conway
Neg LogProb(↓):   0.042302
Path Entropy(↓):  0.172430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in two lives
Start Entity:     Two Lives
Gold Answer:      [['Jan Troell', 'Charles Jarrott', 'Laslo Benedek', 'Steve McQueen', 'Ingmar Bergman', 'Bernt Amadeus Capra', 'Frank Capra']]
Predicted Ans:    Georg Maas
Predicted Path:   Two Lives --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Path (Raw):       Two Lives --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Neg LogProb(↓):   0.188855
Path Entropy(↓):  0.671219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - wrote films with marilyn monroe
Start Entity:     Marilyn Monroe
Gold Answer:      [['Liz Garbus']]
Predicted Ans:    Marilyn Monroe
Predicted Path:   Marilyn Monroe --[(INV) written_by]--> Love, Marilyn --[written_by]--> Marilyn Monroe
Path (Raw):       Marilyn Monroe --[No Operation]--> Marilyn Monroe --[(INV) written_by]--> Love, Marilyn --[written_by]--> Marilyn Monroe
Neg LogProb(↓):   0.000666
Path Entropy(↓):  0.006535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in the story of temple drake
Start Entity:     The Story of Temple Drake
Gold Answer:      [['Drama', 'War', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Story of Temple Drake --[starred_actors]--> Miriam Hopkins --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Path (Raw):       The Story of Temple Drake --[starred_actors]--> Miriam Hopkins --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Neg LogProb(↓):   0.045836
Path Entropy(↓):  0.210930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of evil dead ii
Start Entity:     Evil Dead II
Gold Answer:      [['Alison Lohman', 'Louise Lasser', 'Clint Eastwood', 'Jennifer Jason Leigh', 'Charlie Sheen', 'Lorna Raver', 'Kirsten Dunst', 'Paul L. Smith', 'Brion James', 'Embeth Davidtz', 'Frances McDormand', 'Dennis Quaid', 'Thomas Haden Church', 'Liam Neeson', 'Colin Friels', 'Paul Newman', 'Jay Hernandez', 'Larry Drake', 'Rachel Griffiths', 'James Franco', 'Eileen Davidson', 'Tim Robbins', 'Bruce Campbell', 'Ellen Sandweiss', 'Betsy Baker', 'Tobey Maguire', 'Justin Long']]
Predicted Ans:    James Franco
Predicted Path:   Evil Dead II --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3 --[starred_actors]--> James Franco
Path (Raw):       Evil Dead II --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.331950
Path Entropy(↓):  0.768051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film city of angels are directed by who
Start Entity:     City of Angels
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Stephen Frears', 'Brian De Palma', 'Andrew Niccol', 'David Gordon Green', 'Vic Armstrong', 'Edward Zwick', 'Paco Cabezas', 'Taylor Hackford', 'Rudolph Maté', 'Robin Hardy', 'Martin Scorsese', 'Chris Sanders', 'Michael Hoffman', 'Diane Keaton', 'George Gallo', 'Don Bluth', 'Alex Proyas', 'Griffin Dunne', 'Richard Benjamin', 'Gore Verbinski', 'Oliver Stone', 'Christopher Coppola', 'Steven Schachter', 'Rocky Morton', 'Jon Turteltaub', 'Charles Jarrott', 'Henry Hathaway', 'John Woo', 'Michael Bay', 'Annabel Jankel', 'Harvey Kahn', 'Charles S. Dutton', 'Gary Goldman', 'Sally Potter', 'Lawrence Kasdan', 'Anatole Litvak', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Gus Van Sant', 'Sam Pillsbury', 'Joe Dante', 'Hugh Wilson', 'Joel Schumacher', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Patrick Lussier', 'Robert Bierman', 'Dominic Sena', 'Andrew Bergman', 'John G. Avildsen', 'Brett Ratner', 'George C. Scott', 'Fred Schepisi', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'Norman Jewison', 'Nora Ephron', 'John Patrick Shanley', 'John A. Davis', 'Barbet Schroeder', 'Norman René', 'Jane Campion', 'Mike Figgis', 'Rob Reiner', 'David Green', 'Cheryl Hines']]
Predicted Ans:    George Gallo
Predicted Path:   City of Angels --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       City of Angels --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.972554
Path Entropy(↓):  1.969004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the island starred who
Start Entity:     The Island
Gold Answer:      [['Charles Martin Smith', 'Bess Armstrong', 'William Petersen', 'Nick Nolte', 'Richard Dreyfuss', 'Robert Shaw', 'Dennis Quaid', 'Roy Scheider', 'Jacqueline Bisset', 'Karen Sillas', 'Lorraine Gary']]
Predicted Ans:    Ewan McGregor
Predicted Path:   The Island --[written_by]--> Peter Benchley --[(INV) written_by]--> The Island --[starred_actors]--> Ewan McGregor
Path (Raw):       The Island --[written_by]--> Peter Benchley --[(INV) written_by]--> The Island --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.985344
Path Entropy(↓):  1.442143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed the blind sunflowers
Start Entity:     The Blind Sunflowers
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   The Blind Sunflowers --[directed_by]--> José Luis Cuerda --[(INV) directed_by]--> Amanece, que no es poco --[release_year]--> 1989
Path (Raw):       The Blind Sunflowers --[directed_by]--> José Luis Cuerda --[(INV) directed_by]--> Amanece, que no es poco --[release_year]--> 1989
Neg LogProb(↓):   0.042431
Path Entropy(↓):  0.172819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the fahrenheit 451 director
Start Entity:     Fahrenheit 451
Gold Answer:      [['Blake Edwards', 'Marcel Moussy', 'Charles Williams', 'Henry James', 'François Truffaut', 'Cornell Woolrich']]
Predicted Ans:    François Truffaut
Predicted Path:   Fahrenheit 451 --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Path (Raw):       Fahrenheit 451 --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Neg LogProb(↓):   1.143536
Path Entropy(↓):  1.388074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie life with father
Start Entity:     Life with Father
Gold Answer:      [['1946', '1954', '1944', '2003', '1959', '1993', '1936', '1967', '1935', '1941', '1977', '1968', '1963', '1939', '1933', '1957', '1951', '1928', '1982', '1953', '1947', '1994', '1932', '1956', '1931', '1943', '1995', '1948', '1942', '1940', '2002', '1955', '1934', '1966', '1950', '1960', '2005', '1991', '1965', '1945', '1937', '1986', '1952', '1958']]
Predicted Ans:    1958
Predicted Path:   Life with Father --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       Life with Father --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   1.167399
Path Entropy(↓):  2.222380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the killer is loose actors
Start Entity:     The Killer Is Loose
Gold Answer:      [['George Cukor', 'William Dieterle', 'Fritz Lang', 'Thorold Dickinson', 'Norman Taurog', 'Joseph Anthony', 'Fletcher Markle', 'Richard Fleischer', 'David O. Selznick', 'Mervyn LeRoy', 'Roy Ward Baker', 'Carol Reed', 'Jerry Jameson', 'Henry Hathaway', 'Robert Aldrich', 'King Vidor', 'Anthony Mann', 'Hal Kanter', 'Francis Ford Coppola', 'Arnold Laven', 'Dario Argento', 'Alfred Hitchcock', 'Robert Siodmak', 'H.C. Potter', 'Andrew L. Stone', 'Joseph Pevney', 'Orson Welles', 'Robert Stevenson']]
Predicted Ans:    Dario Argento
Predicted Path:   The Killer Is Loose --[starred_actors]--> Rhonda Fleming --[(INV) starred_actors]--> Inferno --[directed_by]--> Dario Argento
Path (Raw):       The Killer Is Loose --[starred_actors]--> Rhonda Fleming --[(INV) starred_actors]--> Inferno --[directed_by]--> Dario Argento
Neg LogProb(↓):   0.310363
Path Entropy(↓):  0.823279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by paris qualles
Start Entity:     Paris Qualles
Gold Answer:      [['Kevin Hooks', 'Kenny Leon']]
Predicted Ans:    Kenny Leon
Predicted Path:   Paris Qualles --[(INV) written_by]--> A Raisin in the Sun --[directed_by]--> Kenny Leon
Path (Raw):       Paris Qualles --[No Operation]--> Paris Qualles --[(INV) written_by]--> A Raisin in the Sun --[directed_by]--> Kenny Leon
Neg LogProb(↓):   0.002075
Path Entropy(↓):  0.014880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by julia roberts
Start Entity:     Julia Roberts
Gold Answer:      [['Christopher Hampton', 'Ryan Murphy', 'Josann McGibbon', 'Sara Parriott', 'George Crile', 'Peter Tolan', 'Brian Helgeland', 'Charles Shyer', 'Valerie Martin', 'Callie Khouri', 'Roy Huggins', 'Marti Leimbach', 'James V. Hart', 'Malia Scotch Marmo', 'Nancy Meyers', 'John Grisham', 'Elizabeth Gilbert', 'Richard Curtis', 'Billy Crystal', 'Tony Gilroy', 'Lawrence Konner', 'Mark Rosenthal', 'Susannah Grant', 'Nancy Price', 'Patrick Marber', 'Aaron Sorkin', 'John A. Davis', 'John Nickle', 'Nick Castle', 'Alan J. Pakula']]
Predicted Ans:    Nancy Price
Predicted Path:   Julia Roberts --[(INV) starred_actors]--> Sleeping with the Enemy --[written_by]--> Nancy Price
Path (Raw):       Julia Roberts --[No Operation]--> Julia Roberts --[(INV) starred_actors]--> Sleeping with the Enemy --[written_by]--> Nancy Price
Neg LogProb(↓):   0.822597
Path Entropy(↓):  1.620675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of elephant boy also directed which movies
Start Entity:     Elephant Boy
Gold Answer:      [['The Four Feathers', 'Man of Aran', 'Louisiana Story']]
Predicted Ans:    The Four Feathers
Predicted Path:   Elephant Boy --[directed_by]--> Zoltan Korda --[(INV) directed_by]--> The Four Feathers
Path (Raw):       Elephant Boy --[directed_by]--> Zoltan Korda --[(INV) directed_by]--> The Four Feathers --[No Operation]--> The Four Feathers
Neg LogProb(↓):   0.031127
Path Entropy(↓):  0.150468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in american mary
Start Entity:     American Mary
Gold Answer:      [['Alf Sjöberg', 'John Fawcett', 'Jordan Barker']]
Predicted Ans:    Alf Sjöberg
Predicted Path:   American Mary --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Torment --[directed_by]--> Alf Sjöberg
Path (Raw):       American Mary --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Torment --[directed_by]--> Alf Sjöberg
Neg LogProb(↓):   0.000293
Path Entropy(↓):  0.003061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by david kellogg in
Start Entity:     David Kellogg
Gold Answer:      [['Music', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   David Kellogg --[(INV) directed_by]--> Cool as Ice --[has_genre]--> Romance
Path (Raw):       David Kellogg --[No Operation]--> David Kellogg --[(INV) directed_by]--> Cool as Ice --[has_genre]--> Romance
Neg LogProb(↓):   0.038524
Path Entropy(↓):  0.160859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of the expendables 2
Start Entity:     The Expendables 2
Gold Answer:      [['Wild Card', 'The Mechanic', "The General's Daughter", 'Con Air']]
Predicted Ans:    The Expendables 2
Predicted Path:   The Expendables 2 --[directed_by]--> Simon West --[(INV) directed_by]--> The Expendables 2
Path (Raw):       The Expendables 2 --[No Operation]--> The Expendables 2 --[directed_by]--> Simon West --[(INV) directed_by]--> The Expendables 2
Neg LogProb(↓):   0.079538
Path Entropy(↓):  0.327382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of francis also starred in which movies
Start Entity:     Francis
Gold Answer:      [["Singin' in the Rain", 'Call Me Madam', 'Something in the Wind', 'Anything Goes', "There's No Business Like Show Business"]]
Predicted Ans:    There's No Business Like Show Business
Predicted Path:   Francis --[starred_actors]--> Donald O'Connor --[(INV) starred_actors]--> There's No Business Like Show Business
Path (Raw):       Francis --[starred_actors]--> Donald O'Connor --[No Operation]--> Donald O'Connor --[(INV) starred_actors]--> There's No Business Like Show Business
Neg LogProb(↓):   0.233809
Path Entropy(↓):  0.663224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter jerry b. jenkins co - wrote films with who
Start Entity:     Jerry B. Jenkins
Gold Answer:      [['Tim LaHaye', 'Paul Lalonde', 'John Patus']]
Predicted Ans:    Jerry B. Jenkins
Predicted Path:   Jerry B. Jenkins --[(INV) written_by]--> Left Behind --[written_by]--> Jerry B. Jenkins
Path (Raw):       Jerry B. Jenkins --[No Operation]--> Jerry B. Jenkins --[(INV) written_by]--> Left Behind --[written_by]--> Jerry B. Jenkins
Neg LogProb(↓):   0.195811
Path Entropy(↓):  0.642063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote where the boys are
Start Entity:     Where the Boys Are
Gold Answer:      [['1976', '1950', '1957', '1959', '2014', '1956']]
Predicted Ans:    1956
Predicted Path:   Where the Boys Are --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry --[release_year]--> 1956
Path (Raw):       Where the Boys Are --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry --[release_year]--> 1956
Neg LogProb(↓):   0.634743
Path Entropy(↓):  0.913630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by painting
Start Entity:     painting
Gold Answer:      [['Girl with a Pearl Earring', 'Headhunters']]
Predicted Ans:    Headhunters
Predicted Path:   painting --[(INV) has_tags]--> Headhunters --[has_tags]--> painting --[(INV) has_tags]--> Headhunters
Path (Raw):       painting --[(INV) has_tags]--> Headhunters --[has_tags]--> painting --[(INV) has_tags]--> Headhunters
Neg LogProb(↓):   0.000988
Path Entropy(↓):  0.007913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of queen of blood
Start Entity:     Queen of Blood
Gold Answer:      [['Night Tide', 'Games', 'Voyage to the Prehistoric Planet']]
Predicted Ans:    Night Tide
Predicted Path:   Queen of Blood --[written_by]--> Curtis Harrington --[(INV) written_by]--> Night Tide
Path (Raw):       Queen of Blood --[No Operation]--> Queen of Blood --[written_by]--> Curtis Harrington --[(INV) written_by]--> Night Tide
Neg LogProb(↓):   0.084096
Path Entropy(↓):  0.350040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film andy hardy's blonde trouble released
Start Entity:     Andy Hardy's Blonde Trouble
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Andy Hardy's Blonde Trouble --[release_year]--> 1944 --[(INV) release_year]--> A Canterbury Tale --[release_year]--> 1944
Path (Raw):       Andy Hardy's Blonde Trouble --[release_year]--> 1944 --[(INV) release_year]--> A Canterbury Tale --[release_year]--> 1944
Neg LogProb(↓):   1.866022
Path Entropy(↓):  3.526342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by peter mugyenyi
Start Entity:     Peter Mugyenyi
Gold Answer:      [['Dylan Mohan Gray']]
Predicted Ans:    Dylan Mohan Gray
Predicted Path:   Peter Mugyenyi --[(INV) starred_actors]--> Fire in the Blood --[directed_by]--> Dylan Mohan Gray
Path (Raw):       Peter Mugyenyi --[No Operation]--> Peter Mugyenyi --[(INV) starred_actors]--> Fire in the Blood --[directed_by]--> Dylan Mohan Gray
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by abigail spencer were directed by who
Start Entity:     Abigail Spencer
Gold Answer:      [['Allen Wolf']]
Predicted Ans:    Allen Wolf
Predicted Path:   Abigail Spencer --[(INV) starred_actors]--> In My Sleep --[directed_by]--> Allen Wolf
Path (Raw):       Abigail Spencer --[No Operation]--> Abigail Spencer --[(INV) starred_actors]--> In My Sleep --[directed_by]--> Allen Wolf
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by leontine sagan released
Start Entity:     Leontine Sagan
Gold Answer:      [['1931']]
Predicted Ans:    1931
Predicted Path:   Leontine Sagan --[(INV) directed_by]--> Mädchen in Uniform --[release_year]--> 1931
Path (Raw):       Leontine Sagan --[No Operation]--> Leontine Sagan --[(INV) directed_by]--> Mädchen in Uniform --[release_year]--> 1931
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by fred c. newmeyer fall under
Start Entity:     Fred C. Newmeyer
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Fred C. Newmeyer --[(INV) directed_by]--> Girl Shy --[has_genre]--> Comedy
Path (Raw):       Fred C. Newmeyer --[No Operation]--> Fred C. Newmeyer --[(INV) directed_by]--> Girl Shy --[has_genre]--> Comedy
Neg LogProb(↓):   0.023429
Path Entropy(↓):  0.110081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by abel ferrara release
Start Entity:     Abel Ferrara
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Abel Ferrara --[(INV) starred_actors]--> The Driller Killer --[release_year]--> 1979
Path (Raw):       Abel Ferrara --[No Operation]--> Abel Ferrara --[(INV) starred_actors]--> The Driller Killer --[release_year]--> 1979
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the blackout
Start Entity:     The Blackout
Gold Answer:      [['1998', '2001', '2008', '1992', '2005', '2014', '2007']]
Predicted Ans:    2007
Predicted Path:   The Blackout --[written_by]--> Abel Ferrara --[(INV) written_by]--> Go Go Tales --[release_year]--> 2007
Path (Raw):       The Blackout --[written_by]--> Abel Ferrara --[(INV) written_by]--> Go Go Tales --[release_year]--> 2007
Neg LogProb(↓):   1.087934
Path Entropy(↓):  1.617605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie sansho the bailiff were in which languages
Start Entity:     Sansho the Bailiff
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Sansho the Bailiff --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Ugetsu --[in_language]--> Japanese
Path (Raw):       Sansho the Bailiff --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Ugetsu --[in_language]--> Japanese
Neg LogProb(↓):   0.321104
Path Entropy(↓):  0.633251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the man who haunted himself
Start Entity:     The Man Who Haunted Himself
Gold Answer:      [['Roger Moore']]
Predicted Ans:    Roger Moore
Predicted Path:   The Man Who Haunted Himself --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Path (Raw):       The Man Who Haunted Himself --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> For Your Eyes Only --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.069262
Path Entropy(↓):  0.284914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by donna frotscher were directed by who
Start Entity:     Donna Frotscher
Gold Answer:      [['Brett Piper']]
Predicted Ans:    Brett Piper
Predicted Path:   Donna Frotscher --[(INV) starred_actors]--> They Bite --[directed_by]--> Brett Piper
Path (Raw):       Donna Frotscher --[No Operation]--> Donna Frotscher --[(INV) starred_actors]--> They Bite --[directed_by]--> Brett Piper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of panic in year zero!
Start Entity:     Panic in Year Zero!
Gold Answer:      [['Ray Milland']]
Predicted Ans:    Ray Milland
Predicted Path:   Panic in Year Zero! --[directed_by]--> Ray Milland --[(INV) directed_by]--> Hostile Witness --[directed_by]--> Ray Milland
Path (Raw):       Panic in Year Zero! --[directed_by]--> Ray Milland --[(INV) directed_by]--> Hostile Witness --[directed_by]--> Ray Milland
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the darkest hour starred which actors
Start Entity:     The Darkest Hour
Gold Answer:      [['Max Minghella', 'Olivia Thirlby', 'Rachael Taylor', 'Emile Hirsch']]
Predicted Ans:    Rachael Taylor
Predicted Path:   The Darkest Hour --[starred_actors]--> Rachael Taylor --[(INV) starred_actors]--> Splinterheads --[starred_actors]--> Rachael Taylor
Path (Raw):       The Darkest Hour --[starred_actors]--> Rachael Taylor --[(INV) starred_actors]--> Splinterheads --[starred_actors]--> Rachael Taylor
Neg LogProb(↓):   0.242991
Path Entropy(↓):  0.798115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in harry + max
Start Entity:     Harry + Max
Gold Answer:      [['Bryce Johnson', 'Cole Williams']]
Predicted Ans:    Bryce Johnson
Predicted Path:   Harry + Max --[starred_actors]--> Bryce Johnson --[(INV) starred_actors]--> Harry + Max --[starred_actors]--> Bryce Johnson
Path (Raw):       Harry + Max --[starred_actors]--> Bryce Johnson --[(INV) starred_actors]--> Harry + Max --[starred_actors]--> Bryce Johnson
Neg LogProb(↓):   0.004301
Path Entropy(↓):  0.030559
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is eyes of laura mars in
Start Entity:     Eyes of Laura Mars
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Eyes of Laura Mars --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Eyes of Laura Mars --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.695717
Path Entropy(↓):  2.962770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the hand
Start Entity:     The Hand
Gold Answer:      [['Batman Begins', 'The Weather Man', 'The Dark Knight', 'Get Carter', 'Educating Rita', 'The Prestige', 'Dressed to Kill', 'Flawless', 'Dirty Rotten Scoundrels', 'Billion Dollar Brain', 'Quills', 'Blame It on Rio', 'The Man Who Would Be King', 'The Swarm', 'Gambit', 'The Italian Job', 'The Magus', 'The Ipcress File', 'Harry and Walter Go to New York', 'Miss Congeniality', 'The Black Windmill', 'Harry Brown', 'Mona Lisa', 'The Holcroft Covenant', 'The Island', 'Children of Men', 'The Fourth Protocol', 'Hurry Sundown', 'The Statement', 'On Deadly Ground', 'Beyond the Poseidon Adventure', 'Too Late the Hero', 'The Last Valley', 'Silver Bears', 'Without a Clue', 'The Muppet Christmas Carol', 'Play Dirty', 'The Eagle Has Landed', 'Deathtrap', 'Half Moon Street', 'The Romantic Englishwoman', 'Quicksand', 'Secondhand Lions', 'The Stuff', 'Hannah and Her Sisters', 'A Shock to the System', 'Sweet Liberty', 'Funeral in Berlin', 'Alfie', 'The Whistle Blower', 'Shiner', 'Cars 2', 'The Quiet American', 'Sleuth', 'Pulp', 'Irene in Time', 'Mr. Destiny']]
Predicted Ans:    The Quiet American
Predicted Path:   The Hand --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American
Path (Raw):       The Hand --[No Operation]--> The Hand --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American
Neg LogProb(↓):   0.599016
Path Entropy(↓):  1.817913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of yojimbo
Start Entity:     Yojimbo
Gold Answer:      [['Swedish', 'Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   Yojimbo --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Path (Raw):       Yojimbo --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.450873
Path Entropy(↓):  1.091094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the big bird cage were released in which years
Start Entity:     The Big Bird Cage
Gold Answer:      [['1988', '1997', '1972', '2001', '1971', '1996', '1973', '1974']]
Predicted Ans:    1988
Predicted Path:   The Big Bird Cage --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[release_year]--> 1988
Path (Raw):       The Big Bird Cage --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[release_year]--> 1988
Neg LogProb(↓):   0.301158
Path Entropy(↓):  0.882606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the defiant ones also wrote which movies
Start Entity:     The Defiant Ones
Gold Answer:      [['Inherit the Wind', 'Jailhouse Rock']]
Predicted Ans:    Inherit the Wind
Predicted Path:   The Defiant Ones --[written_by]--> Harold Jacob Smith --[(INV) written_by]--> Inherit the Wind
Path (Raw):       The Defiant Ones --[written_by]--> Harold Jacob Smith --[(INV) written_by]--> Inherit the Wind --[No Operation]--> Inherit the Wind
Neg LogProb(↓):   0.924591
Path Entropy(↓):  1.226037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of red dawn
Start Entity:     Red Dawn
Gold Answer:      [['1978', '1975', '1997', '1991', '1982', '1973', '1945', '2011']]
Predicted Ans:    2011
Predicted Path:   Red Dawn --[directed_by]--> John Milius --[(INV) directed_by]--> Conan the Barbarian --[release_year]--> 2011
Path (Raw):       Red Dawn --[directed_by]--> John Milius --[(INV) directed_by]--> Conan the Barbarian --[release_year]--> 2011
Neg LogProb(↓):   0.880616
Path Entropy(↓):  1.912309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie army of darkness
Start Entity:     Army of Darkness
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Army of Darkness --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Army of Darkness --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.355707
Path Entropy(↓):  4.177252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with filth and wisdom fall under
Start Entity:     Filth and Wisdom
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Filth and Wisdom --[written_by]--> Madonna --[(INV) written_by]--> W.E. --[has_genre]--> Drama
Path (Raw):       Filth and Wisdom --[written_by]--> Madonna --[(INV) written_by]--> W.E. --[has_genre]--> Drama
Neg LogProb(↓):   0.015216
Path Entropy(↓):  0.082776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by michael douglas
Start Entity:     michael douglas
Gold Answer:      [['A Chorus Line', 'Romancing the Stone', 'The Game', 'Solitary Man', 'The Sentinel', 'Wonder Boys', "One Night at McCool's", 'Disclosure', "Don't Say a Word", 'A Perfect Murder', 'Fatal Attraction', 'Falling Down', 'The American President', 'The China Syndrome', 'Wall Street', 'Ghosts of Girlfriends Past', 'Behind the Candelabra', 'The Jewel of the Nile', 'Basic Instinct']]
Predicted Ans:    The Jewel of the Nile
Predicted Path:   michael douglas --[(INV) has_tags]--> The Jewel of the Nile --[has_tags]--> lewis teague --[(INV) has_tags]--> The Jewel of the Nile
Path (Raw):       michael douglas --[(INV) has_tags]--> The Jewel of the Nile --[has_tags]--> lewis teague --[(INV) has_tags]--> The Jewel of the Nile
Neg LogProb(↓):   0.793398
Path Entropy(↓):  1.266937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by man of the house actors
Start Entity:     Man of the House
Gold Answer:      [['Steve Martin', 'Paul Haggis', 'Loretta Lynn', 'George Vecsey', 'Stephen Peters', 'Jerzy Kromolowski', 'Gregory McDonald', 'Leon Capetanos', 'Roy Huggins', 'Colin Higgins', 'Randy Newman', 'Lorne Michaels', 'Rob Hedden', 'Steve Barron', 'Carlo Collodi', 'William Mastrosimone', 'Heywood Gould', 'H.F. Saint', 'Billy Ray', 'Glendon Swarthout', 'Kieran Fitzgerald', 'Ray Wright', 'Irene Mecchi', 'Charles Webb', 'Vanessa Taylor', 'David Michael Wieger', 'Cormac McCarthy', 'Mark Twain', 'John Carpenter', 'Andrew Bergman', 'Graham Greene', 'Nickolas Perry', 'John Hughes', 'John Pogue', 'Alan J. Pakula', 'Tommy Lee Jones', 'Paul F. Edwards', 'Nick Thiel', 'James Lee Burke', 'Rama Laurie Stagner', 'John Wells', 'J. David Stem', 'Andy Hedden', 'David N. Weiss', 'Neil Simon', 'Lowell Cunningham', 'Jay Cronley', 'Elisa Bell', 'Bob Ducsay', 'Garrison Keillor', 'Stephen Sommers', 'Jason Lethcoe', 'John Grisham', 'Al Stump', 'Paul Schrader', 'Paul Golding', 'Jonathan Roberts', 'George Scribner', 'Mark Boal', 'Dave Thomas', 'Jerome Armstrong', 'Rúnar Rúnarsson', 'Michael Lessac', 'Douglas Kenney', 'Linda Woolverton', 'Ron Shelton', 'Ken Shapiro', 'Ethan Coen', 'Wes Craven', 'Jerry Leichtling', 'Arlene Sarner', 'John Barry', 'Martin Amis', 'Harold Ramis', 'Dan Aykroyd', 'William Goldman', 'Kiyoshi Kurosawa', 'Mike Figgis', 'Guillermo Arriaga']]
Predicted Ans:    Scott Lobdell
Predicted Path:   Man of the House --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[written_by]--> Scott Lobdell
Path (Raw):       Man of the House --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[written_by]--> Scott Lobdell
Neg LogProb(↓):   0.899282
Path Entropy(↓):  1.955914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did joseph than write
Start Entity:     Joseph Than
Gold Answer:      [['Deception']]
Predicted Ans:    The Story of Three Loves
Predicted Path:   Joseph Than --[(INV) written_by]--> Deception --[written_by]--> John Collier --[(INV) written_by]--> The Story of Three Loves
Path (Raw):       Joseph Than --[(INV) written_by]--> Deception --[written_by]--> John Collier --[(INV) written_by]--> The Story of Three Loves
Neg LogProb(↓):   0.704315
Path Entropy(↓):  0.852332
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films does marthe villalonga appear in
Start Entity:     Marthe Villalonga
Gold Answer:      [['My Favorite Season']]
Predicted Ans:    The Lost Son
Predicted Path:   Marthe Villalonga --[(INV) starred_actors]--> My Favorite Season --[starred_actors]--> Daniel Auteuil --[(INV) starred_actors]--> The Lost Son
Path (Raw):       Marthe Villalonga --[(INV) starred_actors]--> My Favorite Season --[starred_actors]--> Daniel Auteuil --[(INV) starred_actors]--> The Lost Son
Neg LogProb(↓):   0.579961
Path Entropy(↓):  1.577413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films written by paul kimatian
Start Entity:     Paul Kimatian
Gold Answer:      [['Scott Kalvert']]
Predicted Ans:    Scott Kalvert
Predicted Path:   Paul Kimatian --[(INV) written_by]--> Deuces Wild --[directed_by]--> Scott Kalvert
Path (Raw):       Paul Kimatian --[No Operation]--> Paul Kimatian --[(INV) written_by]--> Deuces Wild --[directed_by]--> Scott Kalvert
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote narc
Start Entity:     Narc
Gold Answer:      [['2010', '1998', '2011', '2006']]
Predicted Ans:    1998
Predicted Path:   Narc --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[release_year]--> 1998
Path (Raw):       Narc --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[release_year]--> 1998
Neg LogProb(↓):   0.427660
Path Entropy(↓):  1.009020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of king of the hill
Start Entity:     King of the Hill
Gold Answer:      [['Michelangelo Antonioni', 'Gregory Jacobs', 'Andrei Tarkovsky', 'Steven Soderbergh']]
Predicted Ans:    Steven Soderbergh
Predicted Path:   King of the Hill --[written_by]--> Steven Soderbergh --[(INV) written_by]--> The Underneath --[directed_by]--> Steven Soderbergh
Path (Raw):       King of the Hill --[written_by]--> Steven Soderbergh --[(INV) written_by]--> The Underneath --[directed_by]--> Steven Soderbergh
Neg LogProb(↓):   0.226203
Path Entropy(↓):  0.530367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with ronin fall under
Start Entity:     Ronin
Gold Answer:      [['Music', 'Sport', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ronin --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Ronin --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   1.160055
Path Entropy(↓):  2.229113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote erendira
Start Entity:     Eréndira
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Eréndira --[written_by]--> Gabriel García Márquez --[(INV) written_by]--> Eréndira --[in_language]--> Spanish
Path (Raw):       Eréndira --[written_by]--> Gabriel García Márquez --[(INV) written_by]--> Eréndira --[in_language]--> Spanish
Neg LogProb(↓):   0.550058
Path Entropy(↓):  0.681832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by cy endfield
Start Entity:     Cy Endfield
Gold Answer:      [['Jérôme Salle', 'Douglas Hickox']]
Predicted Ans:    Cy Endfield
Predicted Path:   Cy Endfield --[(INV) written_by]--> Zulu --[directed_by]--> Cy Endfield
Path (Raw):       Cy Endfield --[No Operation]--> Cy Endfield --[(INV) written_by]--> Zulu --[directed_by]--> Cy Endfield
Neg LogProb(↓):   0.169007
Path Entropy(↓):  0.505992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that have the same actor of holiday in handcuffs
Start Entity:     Holiday in Handcuffs
Gold Answer:      [['Mio in the Land of Faraway', 'The Last Picture Show', 'Johnny Got His Gun', 'The Paper Chase', 'A Small Town in Texas', 'Rollercoaster', 'Love and Pain and the Whole Damn Thing']]
Predicted Ans:    Johnny Got His Gun
Predicted Path:   Holiday in Handcuffs --[starred_actors]--> Timothy Bottoms --[(INV) starred_actors]--> Johnny Got His Gun
Path (Raw):       Holiday in Handcuffs --[starred_actors]--> Timothy Bottoms --[No Operation]--> Timothy Bottoms --[(INV) starred_actors]--> Johnny Got His Gun
Neg LogProb(↓):   0.108410
Path Entropy(↓):  0.461176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the testament of orpheus director
Start Entity:     Testament of Orpheus
Gold Answer:      [['Christophe Gans', 'Roger Allers', 'Linda Woolverton', 'Jean Cocteau']]
Predicted Ans:    Linda Woolverton
Predicted Path:   Testament of Orpheus --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Path (Raw):       Testament of Orpheus --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Neg LogProb(↓):   0.442222
Path Entropy(↓):  0.861106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by blue collar screenwriters
Start Entity:     Blue Collar
Gold Answer:      [['Music', 'Sport', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Blue Collar --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession --[has_genre]--> Thriller
Path (Raw):       Blue Collar --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession --[has_genre]--> Thriller
Neg LogProb(↓):   0.734957
Path Entropy(↓):  1.421817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by jacques prevert
Start Entity:     Jacques Prévert
Gold Answer:      [['Jean Grémillon', 'Marcel Carné']]
Predicted Ans:    Marcel Carné
Predicted Path:   Jacques Prévert --[(INV) written_by]--> Port of Shadows --[directed_by]--> Marcel Carné
Path (Raw):       Jacques Prévert --[No Operation]--> Jacques Prévert --[(INV) written_by]--> Port of Shadows --[directed_by]--> Marcel Carné
Neg LogProb(↓):   0.537551
Path Entropy(↓):  0.678908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the squeeze actors
Start Entity:     The Squeeze
Gold Answer:      [['Romance', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Squeeze --[starred_actors]--> Rae Dawn Chong --[(INV) starred_actors]--> Commando --[has_genre]--> Action
Path (Raw):       The Squeeze --[starred_actors]--> Rae Dawn Chong --[(INV) starred_actors]--> Commando --[has_genre]--> Action
Neg LogProb(↓):   0.261761
Path Entropy(↓):  0.720195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the royal tenenbaums fall under
Start Entity:     The Royal Tenenbaums
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   The Royal Tenenbaums --[written_by]--> Wes Anderson --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[has_genre]--> Comedy
Path (Raw):       The Royal Tenenbaums --[written_by]--> Wes Anderson --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[has_genre]--> Comedy
Neg LogProb(↓):   1.197347
Path Entropy(↓):  1.691490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter john c. higgins wrote films together with who
Start Entity:     John C. Higgins
Gold Answer:      [['Gerald Drayson Adams', 'George Zuckerman']]
Predicted Ans:    John C. Higgins
Predicted Path:   John C. Higgins --[(INV) written_by]--> Border Incident --[written_by]--> John C. Higgins
Path (Raw):       John C. Higgins --[No Operation]--> John C. Higgins --[(INV) written_by]--> Border Incident --[written_by]--> John C. Higgins
Neg LogProb(↓):   0.058076
Path Entropy(↓):  0.217399
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which topics is movie burden of dreams about
Start Entity:     Burden of Dreams
Gold Answer:      [['jungle', 'south america', 'bd-r', 'werner herzog', '3']]
Predicted Ans:    amazon
Predicted Path:   Burden of Dreams --[has_tags]--> south america --[(INV) has_tags]--> Aguirre, the Wrath of God --[has_tags]--> amazon
Path (Raw):       Burden of Dreams --[has_tags]--> south america --[(INV) has_tags]--> Aguirre, the Wrath of God --[has_tags]--> amazon
Neg LogProb(↓):   0.853050
Path Entropy(↓):  1.287214
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Leigh jason directed which films
Start Entity:     Leigh Jason
Gold Answer:      [['The Mad Miss Manton']]
Predicted Ans:    The Mad Miss Manton
Predicted Path:   Leigh Jason --[(INV) directed_by]--> The Mad Miss Manton --[directed_by]--> Leigh Jason --[(INV) directed_by]--> The Mad Miss Manton
Path (Raw):       Leigh Jason --[(INV) directed_by]--> The Mad Miss Manton --[directed_by]--> Leigh Jason --[(INV) directed_by]--> The Mad Miss Manton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of zodiac
Start Entity:     Zodiac
Gold Answer:      [['The Amazing Spider-Man 2', 'Auto Focus', 'The Amazing Spider-Man', 'White House Down']]
Predicted Ans:    The Amazing Spider-Man
Predicted Path:   Zodiac --[written_by]--> James Vanderbilt --[(INV) written_by]--> The Amazing Spider-Man
Path (Raw):       Zodiac --[No Operation]--> Zodiac --[written_by]--> James Vanderbilt --[(INV) written_by]--> The Amazing Spider-Man
Neg LogProb(↓):   0.230560
Path Entropy(↓):  0.690702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in max payne
Start Entity:     Max Payne
Gold Answer:      [['Mark Wahlberg', 'Ludacris', 'Beau Bridges', 'Mila Kunis']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Max Payne --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[starred_actors]--> Mark Wahlberg
Path (Raw):       Max Payne --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.186790
Path Entropy(↓):  0.496109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed indian summer
Start Entity:     Indian Summer
Gold Answer:      [['Stephen Baldwin', 'Joan Allen', 'David Alan Grier', 'Liv Tyler', 'Don Cheadle', 'Damon Wayans', 'John Cleese', 'Kevin Costner', 'Ben Affleck', 'Jason Gedrick', 'Jada Pinkett Smith', 'Josh Charles', 'Rebecca Romijn', 'Adam Sandler']]
Predicted Ans:    Ben Affleck
Predicted Path:   Indian Summer --[directed_by]--> Mike Binder --[(INV) directed_by]--> Man About Town --[starred_actors]--> Ben Affleck
Path (Raw):       Indian Summer --[directed_by]--> Mike Binder --[(INV) directed_by]--> Man About Town --[starred_actors]--> Ben Affleck
Neg LogProb(↓):   0.400086
Path Entropy(↓):  0.906434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did ivan lyons write the story for
Start Entity:     Ivan Lyons
Gold Answer:      [['Who Is Killing the Great Chefs of Europe?']]
Predicted Ans:    Who Is Killing the Great Chefs of Europe?
Predicted Path:   Ivan Lyons --[(INV) written_by]--> Who Is Killing the Great Chefs of Europe? --[written_by]--> Ivan Lyons --[(INV) written_by]--> Who Is Killing the Great Chefs of Europe?
Path (Raw):       Ivan Lyons --[(INV) written_by]--> Who Is Killing the Great Chefs of Europe? --[written_by]--> Ivan Lyons --[(INV) written_by]--> Who Is Killing the Great Chefs of Europe?
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the angry red planet
Start Entity:     The Angry Red Planet
Gold Answer:      [['Mario Bava', 'Paul Bartel', 'Paul W.S. Anderson']]
Predicted Ans:    Mario Bava
Predicted Path:   The Angry Red Planet --[written_by]--> Ib Melchior --[(INV) written_by]--> Planet of the Vampires --[directed_by]--> Mario Bava
Path (Raw):       The Angry Red Planet --[written_by]--> Ib Melchior --[(INV) written_by]--> Planet of the Vampires --[directed_by]--> Mario Bava
Neg LogProb(↓):   0.106529
Path Entropy(↓):  0.412561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of hell in the pacific
Start Entity:     Hell in the Pacific
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Hell in the Pacific --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[in_language]--> French
Path (Raw):       Hell in the Pacific --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[in_language]--> French
Neg LogProb(↓):   0.202975
Path Entropy(↓):  0.478388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of closed curtain
Start Entity:     Closed Curtain
Gold Answer:      [['Stefan Witschi', 'Matthias Hungerbühler', 'Jafar Panahi', 'Margarita Terekhova', 'Ignat Daniltsev', 'Torkel Petersson', 'Jonas Karlsson', 'Brendan Coyle', 'Mojtaba Mirtahmasb']]
Predicted Ans:    Torkel Petersson
Predicted Path:   Closed Curtain --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> Offside --[starred_actors]--> Torkel Petersson
Path (Raw):       Closed Curtain --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> Offside --[starred_actors]--> Torkel Petersson
Neg LogProb(↓):   0.664600
Path Entropy(↓):  1.371852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by emilio estevez release
Start Entity:     Emilio Estevez
Gold Answer:      [['2000', '1990', '2010', '1996', '2006', '1986']]
Predicted Ans:    2010
Predicted Path:   Emilio Estevez --[(INV) directed_by]--> The Way --[release_year]--> 2010
Path (Raw):       Emilio Estevez --[No Operation]--> Emilio Estevez --[(INV) directed_by]--> The Way --[release_year]--> 2010
Neg LogProb(↓):   0.731980
Path Entropy(↓):  1.356940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was bill nunn an actor in
Start Entity:     Bill Nunn
Gold Answer:      [['Firehouse Dog']]
Predicted Ans:    Below
Predicted Path:   Bill Nunn --[(INV) starred_actors]--> Firehouse Dog --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Below
Path (Raw):       Bill Nunn --[(INV) starred_actors]--> Firehouse Dog --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Below
Neg LogProb(↓):   0.464501
Path Entropy(↓):  1.005322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in everybody wins
Start Entity:     Everybody Wins
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Everybody Wins --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[has_genre]--> Drama
Path (Raw):       Everybody Wins --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[has_genre]--> Drama
Neg LogProb(↓):   0.507433
Path Entropy(↓):  1.066021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film don were in which languages
Start Entity:     Don
Gold Answer:      [['English', 'Hindi', 'German']]
Predicted Ans:    Hindi
Predicted Path:   Don --[directed_by]--> Farhan Akhtar --[(INV) directed_by]--> Don --[in_language]--> Hindi
Path (Raw):       Don --[directed_by]--> Farhan Akhtar --[(INV) directed_by]--> Don --[in_language]--> Hindi
Neg LogProb(↓):   0.028239
Path Entropy(↓):  0.151168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in spencer's mountain
Start Entity:     Spencer's Mountain
Gold Answer:      [['Family', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Spencer's Mountain --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Path (Raw):       Spencer's Mountain --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> How Green Was My Valley --[has_genre]--> Drama
Neg LogProb(↓):   1.608258
Path Entropy(↓):  2.101209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a guy named joe are written by who
Start Entity:     A Guy Named Joe
Gold Answer:      [['Upton Sinclair', 'Andrew Solt', 'Mack Crane', 'Caroline Francke', 'Talbot Jennings', 'Wilson Collison', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Claudine West', 'Frank Wead', 'Sinclair Lewis', 'Pearl S. Buck', 'Maxwell Anderson', 'Gillian Slovo', 'Tess Slesinger', 'Noel Langley', 'Rudyard Kipling', 'John Lee Mahin', 'Sidney Howard', 'Margaret Mitchell', 'Clara Beranger', 'Jules Furthman', 'L. Frank Baum', 'Edgar Allan Woolf', 'Florence Ryerson']]
Predicted Ans:    John Lee Mahin
Predicted Path:   A Guy Named Joe --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> John Lee Mahin
Path (Raw):       A Guy Named Joe --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> John Lee Mahin
Neg LogProb(↓):   1.853768
Path Entropy(↓):  2.341857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of chris brown starred movies
Start Entity:     Chris Brown
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2010
Predicted Path:   Chris Brown --[(INV) starred_actors]--> Takers --[release_year]--> 2010
Path (Raw):       Chris Brown --[No Operation]--> Chris Brown --[(INV) starred_actors]--> Takers --[release_year]--> 2010
Neg LogProb(↓):   0.012272
Path Entropy(↓):  0.065881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie love crazy
Start Entity:     Love Crazy
Gold Answer:      [['Walter Hill', 'William Dieterle', 'Norman Taurog', 'Tay Garnett', 'James Flood', 'Edward Buzzell', 'Mervyn LeRoy', 'Edward H. Griffith', 'Richard Thorpe', 'Shawn Levy', 'Henry Koster', 'Gregory La Cava', 'John Ford', 'Dorothy Arzner', 'Mark Robson', 'George Fitzmaurice', 'Michael Curtiz', 'Frank Capra', 'William K. Howard', 'W.S. Van Dyke', 'Vincent J. Donehue', 'Joshua Logan', 'Alexander Hall', 'Victor Fleming', 'Jack Conway', 'Irving Reis', 'William Wyler', 'Tamra Davis', 'George Archainbaud', 'Josef von Sternberg', 'Richard Boleslawski', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    Walter Hill
Predicted Path:   Love Crazy --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[directed_by]--> Walter Hill
Path (Raw):       Love Crazy --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[directed_by]--> Walter Hill
Neg LogProb(↓):   1.161544
Path Entropy(↓):  2.232020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of william templeton
Start Entity:     William Templeton
Gold Answer:      [['John Garden']]
Predicted Ans:    William Templeton
Predicted Path:   William Templeton --[(INV) written_by]--> Double Confession --[written_by]--> William Templeton
Path (Raw):       William Templeton --[No Operation]--> William Templeton --[(INV) written_by]--> Double Confession --[written_by]--> William Templeton
Neg LogProb(↓):   0.177203
Path Entropy(↓):  0.446950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the films written by brian d. smith released
Start Entity:     Brian D. Smith
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Brian D. Smith --[(INV) written_by]--> Flu Bird Horror --[release_year]--> 2008
Path (Raw):       Brian D. Smith --[No Operation]--> Brian D. Smith --[(INV) written_by]--> Flu Bird Horror --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ariel schulman was the director of which movies
Start Entity:     Ariel Schulman
Gold Answer:      [['Paranormal Activity 3', 'Paranormal Activity 4']]
Predicted Ans:    Paranormal Activity 4
Predicted Path:   Ariel Schulman --[(INV) directed_by]--> Paranormal Activity 4 --[directed_by]--> Henry Joost --[(INV) directed_by]--> Paranormal Activity 4
Path (Raw):       Ariel Schulman --[(INV) directed_by]--> Paranormal Activity 4 --[directed_by]--> Henry Joost --[(INV) directed_by]--> Paranormal Activity 4
Neg LogProb(↓):   0.376352
Path Entropy(↓):  1.000601
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by christopher nolan
Start Entity:     Christopher Nolan
Gold Answer:      [['Christopher Priest', 'David S. Goyer', 'Jonathan Nolan', 'Nikolaj Frobenius', 'Erik Skjoldbjærg']]
Predicted Ans:    David S. Goyer
Predicted Path:   Christopher Nolan --[(INV) directed_by]--> The Dark Knight Rises --[written_by]--> David S. Goyer
Path (Raw):       Christopher Nolan --[No Operation]--> Christopher Nolan --[(INV) directed_by]--> The Dark Knight Rises --[written_by]--> David S. Goyer
Neg LogProb(↓):   0.274889
Path Entropy(↓):  0.581839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is bringing out the dead about
Start Entity:     Bringing Out the Dead
Gold Answer:      [['drama', 'martin scorsese', 'nicolas cage', 'john goodman']]
Predicted Ans:    disney
Predicted Path:   Bringing Out the Dead --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros --[has_tags]--> disney
Path (Raw):       Bringing Out the Dead --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros --[has_tags]--> disney
Neg LogProb(↓):   0.145923
Path Entropy(↓):  0.571788
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the the fog director
Start Entity:     The Fog
Gold Answer:      [['William Goldman', 'John Carpenter', 'Kurt Russell', 'Bruce A. Evans', 'Stephen King', "Dan O'Bannon", 'Bill Phillips', 'John Steakley', 'Rob Zombie', 'Michael De Luca', 'John Wyndham', 'Raynold Gideon', 'Nick Castle', 'Debra Hill', 'Eric Heisserer', 'Bill Lancaster', 'H.F. Saint', 'Wolf Rilla']]
Predicted Ans:    John Carpenter
Predicted Path:   The Fog --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Path (Raw):       The Fog --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[written_by]--> John Carpenter
Neg LogProb(↓):   1.153298
Path Entropy(↓):  1.611101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of starship invasions also wrote which films
Start Entity:     Starship Invasions
Gold Answer:      [['Bloody Birthday']]
Predicted Ans:    Bloody Birthday
Predicted Path:   Starship Invasions --[written_by]--> Ed Hunt --[(INV) written_by]--> Bloody Birthday
Path (Raw):       Starship Invasions --[written_by]--> Ed Hunt --[(INV) written_by]--> Bloody Birthday --[No Operation]--> Bloody Birthday
Neg LogProb(↓):   0.541229
Path Entropy(↓):  0.679632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of lifeboat
Start Entity:     Lifeboat
Gold Answer:      [['Emilio Fernández', 'Lewis Milestone', 'Gary Sinise', 'David S. Ward', 'John Ford', 'Elia Kazan', 'Victor Fleming']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Lifeboat --[written_by]--> John Steinbeck --[(INV) written_by]--> Lifeboat --[directed_by]--> Alfred Hitchcock
Path (Raw):       Lifeboat --[written_by]--> John Steinbeck --[(INV) written_by]--> Lifeboat --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.826984
Path Entropy(↓):  1.282290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What terms are applicable to sunday bloody sunday
Start Entity:     Sunday Bloody Sunday
Gold Answer:      [['bd-r', 'john schlesinger']]
Predicted Ans:    bd-r
Predicted Path:   Sunday Bloody Sunday --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Sunday Bloody Sunday --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.271131
Path Entropy(↓):  0.701322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the cabin in the woods
Start Entity:     The Cabin in the Woods
Gold Answer:      [['Kate Beckinsale', 'Tim Allen', 'Mark Feuerstein', 'Patrick Macnee', 'Ralph Fiennes', 'Kristy Swanson', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Paul Reubens', 'Uma Thurman', 'Zoe Kazan', 'Mark Ruffalo', 'Chris Hemsworth', 'Clark Gregg', 'Chris Evans', 'Donald Sutherland', 'Sean Connery', 'Brad Pitt', 'Tom Hanks', 'Rutger Hauer']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   The Cabin in the Woods --[written_by]--> Joss Whedon --[(INV) written_by]--> Much Ado About Nothing --[starred_actors]--> Kate Beckinsale
Path (Raw):       The Cabin in the Woods --[written_by]--> Joss Whedon --[(INV) written_by]--> Much Ado About Nothing --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.297239
Path Entropy(↓):  0.725006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film my friends
Start Entity:     My Friends
Gold Answer:      [['mario monicelli']]
Predicted Ans:    mario monicelli
Predicted Path:   My Friends --[has_tags]--> mario monicelli --[(INV) has_tags]--> Big Deal on Madonna Street --[has_tags]--> mario monicelli
Path (Raw):       My Friends --[has_tags]--> mario monicelli --[(INV) has_tags]--> Big Deal on Madonna Street --[has_tags]--> mario monicelli
Neg LogProb(↓):   0.002015
Path Entropy(↓):  0.014846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of alan bennett
Start Entity:     Alan Bennett
Gold Answer:      [['John Lahr']]
Predicted Ans:    Alan Bennett
Predicted Path:   Alan Bennett --[(INV) written_by]--> Prick Up Your Ears --[written_by]--> Alan Bennett
Path (Raw):       Alan Bennett --[No Operation]--> Alan Bennett --[(INV) written_by]--> Prick Up Your Ears --[written_by]--> Alan Bennett
Neg LogProb(↓):   0.001456
Path Entropy(↓):  0.011177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies for the writer of starbuck
Start Entity:     Starbuck
Gold Answer:      [['Ken Scott', 'Don McKellar']]
Predicted Ans:    Ken Scott
Predicted Path:   Starbuck --[written_by]--> Ken Scott --[(INV) written_by]--> Starbuck --[directed_by]--> Ken Scott
Path (Raw):       Starbuck --[written_by]--> Ken Scott --[(INV) written_by]--> Starbuck --[directed_by]--> Ken Scott
Neg LogProb(↓):   0.104655
Path Entropy(↓):  0.423997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was billy jack goes to washington released
Start Entity:     Billy Jack Goes to Washington
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Billy Jack Goes to Washington --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Path (Raw):       Billy Jack Goes to Washington --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Neg LogProb(↓):   1.854043
Path Entropy(↓):  3.415196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did ralph wheelwright write
Start Entity:     Ralph Wheelwright
Gold Answer:      [['Blossoms in the Dust']]
Predicted Ans:    Red-Headed Woman
Predicted Path:   Ralph Wheelwright --[(INV) written_by]--> Blossoms in the Dust --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman
Path (Raw):       Ralph Wheelwright --[(INV) written_by]--> Blossoms in the Dust --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman
Neg LogProb(↓):   0.044876
Path Entropy(↓):  0.238157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the movie journey to the center of the earth
Start Entity:     Journey to the Center of the Earth
Gold Answer:      [['2008']]
Predicted Ans:    1959
Predicted Path:   Journey to the Center of the Earth --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Journey to the Center of the Earth --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.357963
Path Entropy(↓):  3.184885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of mister roberts is also the director of which films
Start Entity:     Mister Roberts
Gold Answer:      [['Gold Diggers of 1933', 'Picnic', 'Mogambo', 'Upstream', 'East Side, West Side', 'Up the River', 'Big City Blues', 'The Prisoner of Shark Island', 'Toward the Unknown', 'South Pacific', 'Rio Grande', 'Wagon Master', 'The Long Voyage Home', 'The Quiet Man', 'The FBI Story', 'Little Women', 'The Plough and the Stars', 'Young Cassidy', 'The Fugitive', 'The Iron Horse', 'Men Without Women', 'No Time for Sergeants', 'The Horse Soldiers', 'Waterloo Bridge', 'Blossoms in the Dust', 'Seas Beneath', 'The Hurricane', 'Stagecoach', 'Five Star Final', 'The Last Hurrah', 'When Willie Comes Marching Home', 'Doctor Bull', 'Four Men and a Prayer', 'The Grapes of Wrath', 'Sergeant Rutledge', 'Camelot', 'Home Before Dark', "They Won't Forget", 'Three on a Match', '7 Women', 'The Long Gray Line', '3 Godfathers', 'Paint Your Wagon', 'Tall Story', 'Judge Priest', "The Devil at 4 O'Clock", 'Anthony Adverse', 'Sayonara', 'The Wings of Eagles', 'Million Dollar Mermaid', 'Drums Along the Mohawk', 'Four Sons', 'Quo Vadis', 'The Black Watch', 'Born Reckless', 'Young Mr. Lincoln', 'Wee Willie Winkie', '3 Bad Men', 'Lovely to Look At', 'Two Rode Together', 'Cheyenne Autumn', 'Fanny', 'They Were Expendable', 'Just Pals', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'I Am a Fugitive from a Chain Gang', 'The Searchers', 'Steamboat Round the Bend', 'Johnny Eager', 'Arrowsmith', "Donovan's Reef", 'Straight Shooting', 'Little Caesar', 'The Man Who Shot Liberty Valance', 'Mary of Scotland', 'How Green Was My Valley', 'Thirty Seconds Over Tokyo', 'My Darling Clementine', 'The Informer', 'Fort Apache', 'The Sun Shines Bright', 'Madame Curie', 'How the West Was Won', 'Bus Stop', 'Random Harvest', 'The Bad Seed', 'Gypsy', "The Whole Town's Talking", 'Tobacco Road']]
Predicted Ans:    Picnic
Predicted Path:   Mister Roberts --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic
Path (Raw):       Mister Roberts --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[No Operation]--> Picnic
Neg LogProb(↓):   1.260071
Path Entropy(↓):  2.421197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the faculty
Start Entity:     The Faculty
Gold Answer:      [['Kevin Williamson']]
Predicted Ans:    Kevin Williamson
Predicted Path:   The Faculty --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[written_by]--> Kevin Williamson
Path (Raw):       The Faculty --[written_by]--> Kevin Williamson --[(INV) written_by]--> Scream --[written_by]--> Kevin Williamson
Neg LogProb(↓):   0.045735
Path Entropy(↓):  0.230442
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie operation mad ball released
Start Entity:     Operation Mad Ball
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Operation Mad Ball --[release_year]--> 1957 --[(INV) release_year]--> Time Limit --[release_year]--> 1957
Path (Raw):       Operation Mad Ball --[release_year]--> 1957 --[(INV) release_year]--> Time Limit --[release_year]--> 1957
Neg LogProb(↓):   1.486022
Path Entropy(↓):  3.111680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of scott cooper
Start Entity:     Scott Cooper
Gold Answer:      [['Thomas Cobb', 'Brad Ingelsby']]
Predicted Ans:    Scott Cooper
Predicted Path:   Scott Cooper --[(INV) written_by]--> Crazy Heart --[written_by]--> Scott Cooper
Path (Raw):       Scott Cooper --[No Operation]--> Scott Cooper --[(INV) written_by]--> Crazy Heart --[written_by]--> Scott Cooper
Neg LogProb(↓):   0.023345
Path Entropy(↓):  0.109782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did robert benton write
Start Entity:     Robert Benton
Gold Answer:      [['Places in the Heart', 'Bonnie and Clyde', 'Bad Company', 'Nadine', 'Kramer vs. Kramer', 'Superman', "Nobody's Fool", 'Still of the Night', 'Twilight', 'There Was a Crooked Man...', 'The Late Show', "What's Up, Doc?", 'The Ice Harvest']]
Predicted Ans:    Places in the Heart
Predicted Path:   Robert Benton --[(INV) written_by]--> Places in the Heart --[written_by]--> Robert Benton --[(INV) written_by]--> Places in the Heart
Path (Raw):       Robert Benton --[(INV) written_by]--> Places in the Heart --[written_by]--> Robert Benton --[(INV) written_by]--> Places in the Heart
Neg LogProb(↓):   1.435873
Path Entropy(↓):  2.719311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is brazilian western
Start Entity:     Brazilian Western
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Brazilian Western --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Brazilian Western --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.160030
Path Entropy(↓):  4.438507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director noah buschel
Start Entity:     Noah Buschel
Gold Answer:      [['Michael Shannon', 'Amy Ryan']]
Predicted Ans:    Michael Shannon
Predicted Path:   Noah Buschel --[(INV) directed_by]--> The Missing Person --[starred_actors]--> Michael Shannon
Path (Raw):       Noah Buschel --[No Operation]--> Noah Buschel --[(INV) directed_by]--> The Missing Person --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.001378
Path Entropy(↓):  0.010819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of welcome to l. a.
Start Entity:     Welcome to L.A.
Gold Answer:      [['Trouble in Mind', 'Trixie', 'The Secret Lives of Dentists', 'The Moderns', 'Songwriter', 'Breakfast of Champions', 'Remember My Name', 'Roadie', 'Love at Large', 'Equinox', 'Choose Me', 'Mortal Thoughts', 'Mrs. Parker and the Vicious Circle', 'Endangered Species', 'Afterglow', 'Made in Heaven']]
Predicted Ans:    Welcome to L.A.
Predicted Path:   Welcome to L.A. --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A.
Path (Raw):       Welcome to L.A. --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[No Operation]--> Welcome to L.A.
Neg LogProb(↓):   1.254812
Path Entropy(↓):  2.058075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor d. b. sweeney is a co - star of who
Start Entity:     D.B. Sweeney
Gold Answer:      [['Julianne Moore', 'Peter Falk']]
Predicted Ans:    Peter Falk
Predicted Path:   D.B. Sweeney --[(INV) starred_actors]--> Roommates --[starred_actors]--> Peter Falk
Path (Raw):       D.B. Sweeney --[No Operation]--> D.B. Sweeney --[(INV) starred_actors]--> Roommates --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.020183
Path Entropy(↓):  0.097979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of a late quartet
Start Entity:     A Late Quartet
Gold Answer:      [['Yaron Zilberman']]
Predicted Ans:    Yaron Zilberman
Predicted Path:   A Late Quartet --[written_by]--> Yaron Zilberman --[(INV) written_by]--> Watermarks --[directed_by]--> Yaron Zilberman
Path (Raw):       A Late Quartet --[written_by]--> Yaron Zilberman --[(INV) written_by]--> Watermarks --[directed_by]--> Yaron Zilberman
Neg LogProb(↓):   0.000259
Path Entropy(↓):  0.002419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in support your local gunfighter
Start Entity:     Support Your Local Gunfighter
Gold Answer:      [['Hungarian', 'German']]
Predicted Ans:    German
Predicted Path:   Support Your Local Gunfighter --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours --[in_language]--> German
Path (Raw):       Support Your Local Gunfighter --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours --[in_language]--> German
Neg LogProb(↓):   0.001510
Path Entropy(↓):  0.011855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to broken arrow
Start Entity:     Broken Arrow
Gold Answer:      [['john travolta', 'christian slater', 'john woo', 'action', 'r']]
Predicted Ans:    delmer daves
Predicted Path:   Broken Arrow --[has_tags]--> delmer daves --[(INV) has_tags]--> The Last Wagon --[has_tags]--> delmer daves
Path (Raw):       Broken Arrow --[has_tags]--> delmer daves --[(INV) has_tags]--> The Last Wagon --[has_tags]--> delmer daves
Neg LogProb(↓):   0.315026
Path Entropy(↓):  0.606378
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by olatunde osunsanmi
Start Entity:     Olatunde Osunsanmi
Gold Answer:      [['Milla Jovovich', 'Corey Johnson', 'Radha Mitchell', 'Stephen Moyer', 'Will Patton']]
Predicted Ans:    Will Patton
Predicted Path:   Olatunde Osunsanmi --[(INV) directed_by]--> The Fourth Kind --[starred_actors]--> Will Patton
Path (Raw):       Olatunde Osunsanmi --[No Operation]--> Olatunde Osunsanmi --[(INV) directed_by]--> The Fourth Kind --[starred_actors]--> Will Patton
Neg LogProb(↓):   0.983492
Path Entropy(↓):  1.705675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by geoff deane
Start Entity:     Geoff Deane
Gold Answer:      [['Julian Jarrold', 'Nick Hurran']]
Predicted Ans:    Nick Hurran
Predicted Path:   Geoff Deane --[(INV) written_by]--> It's a Boy Girl Thing --[directed_by]--> Nick Hurran
Path (Raw):       Geoff Deane --[No Operation]--> Geoff Deane --[(INV) written_by]--> It's a Boy Girl Thing --[directed_by]--> Nick Hurran
Neg LogProb(↓):   0.000155
Path Entropy(↓):  0.001511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film pina
Start Entity:     Pina
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Pina --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Path (Raw):       Pina --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Neg LogProb(↓):   3.002822
Path Entropy(↓):  4.173088
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with surviving picasso fall under
Start Entity:     Surviving Picasso
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.922246
Path Entropy(↓):  1.368037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is a single shot
Start Entity:     A Single Shot
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Single Shot --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       A Single Shot --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.601135
Path Entropy(↓):  4.768375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of mohabbatein also starred in which films
Start Entity:     Mohabbatein
Gold Answer:      [['Baghban', 'Kabhi Khushi Kabhie Gham...', 'Paheli', 'Aladin', 'Don', 'Cheeni Kum', 'Aankhen', 'Black', 'Sholay', 'Bunty Aur Babli', 'Zanjeer', 'Deewaar', 'Amar Akbar Anthony']]
Predicted Ans:    Kabhi Khushi Kabhie Gham...
Predicted Path:   Mohabbatein --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Kabhi Khushi Kabhie Gham...
Path (Raw):       Mohabbatein --[starred_actors]--> Amitabh Bachchan --[No Operation]--> Amitabh Bachchan --[(INV) starred_actors]--> Kabhi Khushi Kabhie Gham...
Neg LogProb(↓):   0.154989
Path Entropy(↓):  0.639630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in a thin line between love and hate
Start Entity:     A Thin Line Between Love and Hate
Gold Answer:      [['Music', 'Drama', 'Animation', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Thin Line Between Love and Hate --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Path (Raw):       A Thin Line Between Love and Hate --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> Bad Boys --[has_genre]--> Comedy
Neg LogProb(↓):   1.043666
Path Entropy(↓):  2.413563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote inbetween worlds
Start Entity:     Inbetween Worlds
Gold Answer:      [['Turkish', 'German']]
Predicted Ans:    German
Predicted Path:   Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds --[in_language]--> German
Path (Raw):       Inbetween Worlds --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds --[in_language]--> German
Neg LogProb(↓):   0.004679
Path Entropy(↓):  0.029824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was oscar asche a writer on
Start Entity:     Oscar Asche
Gold Answer:      [['Chu Chin Chow']]
Predicted Ans:    Chu Chin Chow
Predicted Path:   Oscar Asche --[(INV) written_by]--> Chu Chin Chow --[written_by]--> Oscar Asche --[(INV) written_by]--> Chu Chin Chow
Path (Raw):       Oscar Asche --[(INV) written_by]--> Chu Chin Chow --[written_by]--> Oscar Asche --[(INV) written_by]--> Chu Chin Chow
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the loneliness of the long distance runner
Start Entity:     The Loneliness of the Long Distance Runner
Gold Answer:      [['Karel Reisz']]
Predicted Ans:    Karel Reisz
Predicted Path:   The Loneliness of the Long Distance Runner --[written_by]--> Alan Sillitoe --[(INV) written_by]--> Saturday Night and Sunday Morning --[directed_by]--> Karel Reisz
Path (Raw):       The Loneliness of the Long Distance Runner --[written_by]--> Alan Sillitoe --[(INV) written_by]--> Saturday Night and Sunday Morning --[directed_by]--> Karel Reisz
Neg LogProb(↓):   0.000128
Path Entropy(↓):  0.001325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie king leopold's ghost
Start Entity:     King Leopold's Ghost
Gold Answer:      [['Rúnar Rúnarsson', 'Steve Martin', 'Paul Haggis', 'Keir Pearson', 'Mike Binder', 'Walter Mosley', 'Jeffrey Nachmanoff', 'James Carabatsos', 'Lois Duncan', 'Warren Ellis', 'Drew Pearce', 'Jeff Lowell', 'Niels Mueller', 'Justin Theroux', 'John Thomas', 'Graham Yost', 'David Cronenberg', 'Shane Black', 'Jim Thomas', 'Terry George', 'Mark McCorkle', 'Carl Franklin', 'Billy Ray', 'Jerome Armstrong']]
Predicted Ans:    Adam Hochschild
Predicted Path:   King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[written_by]--> Adam Hochschild
Path (Raw):       King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[written_by]--> Adam Hochschild
Neg LogProb(↓):   0.049024
Path Entropy(↓):  0.247873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by tomas gutierrez alea were released in which years
Start Entity:     Tomás Gutiérrez Alea
Gold Answer:      [['1966', '1968', '1995']]
Predicted Ans:    1966
Predicted Path:   Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[release_year]--> 1966
Path (Raw):       Tomás Gutiérrez Alea --[No Operation]--> Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[release_year]--> 1966
Neg LogProb(↓):   0.175612
Path Entropy(↓):  0.535731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of live flesh also starred in which movies
Start Entity:     Live Flesh
Gold Answer:      [['Mondays in the Sun', 'Second Skin', 'Between Your Legs', 'The Sea Inside', 'No Country for Old Men', 'Love in the Time of Cholera', 'Collateral Damage', 'To the Wonder', "Goya's Ghosts", 'Biutiful', 'The Gunman', 'Skyfall', 'The Dancer Upstairs', 'The Counselor']]
Predicted Ans:    The Counselor
Predicted Path:   Live Flesh --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor
Path (Raw):       Live Flesh --[starred_actors]--> Javier Bardem --[No Operation]--> Javier Bardem --[(INV) starred_actors]--> The Counselor
Neg LogProb(↓):   0.757731
Path Entropy(↓):  1.606560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of thank you, mr. moto
Start Entity:     Thank You, Mr. Moto
Gold Answer:      [['The Man Who Knew Too Much', 'The Comedy of Terrors', 'I Was an Adventuress', 'Voyage to the Bottom of the Sea', 'Three Strangers', 'Stranger on the Third Floor', 'Der Verlorene', 'Silk Stockings', "Mr. Moto's Gamble", 'The Face Behind the Mask', 'Invisible Agent', 'The Maltese Falcon', 'Think Fast, Mr. Moto', "Mr. Moto's Last Warning", '20,000 Leagues Under the Sea', 'The Raven', 'My Favorite Brunette', 'Double Confession', 'Mr. Moto Takes a Chance', 'Mysterious Mr. Moto', 'Mad Love', 'Crime and Punishment', 'The Beast with Five Fingers', 'Background to Danger', 'The Mask of Dimitrios', 'M', 'Tales of Terror', 'The Verdict', 'Secret Agent']]
Predicted Ans:    M
Predicted Path:   Thank You, Mr. Moto --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> M
Path (Raw):       Thank You, Mr. Moto --[starred_actors]--> Peter Lorre --[No Operation]--> Peter Lorre --[(INV) starred_actors]--> M
Neg LogProb(↓):   1.116409
Path Entropy(↓):  1.668002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film arbitrage
Start Entity:     Arbitrage
Gold Answer:      [['David Hubbard', 'Whitley Strieber', 'Paul Haggis', 'Josann McGibbon', 'Sara Parriott', 'François Truffaut', 'Brian Koppelman', 'Rod Serling', 'Bob Dolman', 'Larry Brown', 'Zal Batmanglij', 'Brit Marling', 'Robert Benton', 'Richard Russo', 'Glenn Savan', 'Herman Raucher', 'Zak Penn', 'Allison Burnett', 'Tim Robbins', 'Mark Duplass', 'Ann Turner', 'Daniel Clay', 'Stephenie Meyer', 'Douglas Day Stewart', 'Quentin Tarantino', 'Claude Sautet', 'Alessandro Baricco', 'John Guare', 'Giuseppe Tornatore', 'Daniel Vigne', 'Shana Feste', 'Ronald Bass', 'Anna Hamilton Phelan', 'Susan Butler', 'Mary S. Lovell', 'Richard Hatem', 'Melissa McCarthy', 'Ted Tally', 'Frank Deasy', 'Melissa Rosenberg', 'Ric Roman Waugh', 'Polly Platt', 'Michael Brandt', 'Claude Chabrol', 'Richard Glatzer', 'Myla Goldberg', 'William Shakespeare', 'John Wrathall', 'Michael Haneke', 'James Gray', 'Pierre Boulle', 'Mike Cahill', 'William Broyles Jr.', 'Michelle Morgan', 'Robert King', 'Ava DuVernay', 'Francis Ford Coppola', 'John Grisham', 'George Roy Hill', 'Paul Schrader', 'David Himmelstein', 'Michael Wilson', 'Richard Durham', 'Muhammad Ali', 'Herbert Muhammad', 'Louis Malle', 'Lawrence Konner', 'Mark Rosenthal', 'Werner Herzog', 'Mark Boal', 'William Kennedy', 'Terrence Malick', 'Peter Jackson', 'William Diehl', 'Ben Falcone', 'Matthew Cooke', 'Paul Mazursky', 'Jim Sharman', "Richard O'Brien", 'Richard Price', 'Ron Shelton', 'Mike Leigh', 'Tom Stoppard', 'Nicholas Sparks', 'John Updike', 'Sidney Sheldon', 'Jim McBride', 'Richard Ayoade', 'Naomi Foner', 'Michael Thomas', 'Wesley Strick', 'Ivan Davis', 'Hideo Nakata', 'Alice Sebold', 'Ellyn Bache', 'Cameron Crowe', 'Deena Goldstone', 'Alvin Sargent', 'Karl Mueller', 'Helen Prejean']]
Predicted Ans:    Mark Rosenthal
Predicted Path:   Arbitrage --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Path (Raw):       Arbitrage --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Neg LogProb(↓):   1.014491
Path Entropy(↓):  2.343995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did peggy ashcroft act in
Start Entity:     Peggy Ashcroft
Gold Answer:      [['A Passage to India', 'When the Wind Blows', 'Secret Ceremony', "The Nun's Story"]]
Predicted Ans:    A Passage to India
Predicted Path:   Peggy Ashcroft --[(INV) starred_actors]--> A Passage to India --[starred_actors]--> Judy Davis --[(INV) starred_actors]--> A Passage to India
Path (Raw):       Peggy Ashcroft --[(INV) starred_actors]--> A Passage to India --[starred_actors]--> Judy Davis --[(INV) starred_actors]--> A Passage to India
Neg LogProb(↓):   0.008893
Path Entropy(↓):  0.056690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote fear
Start Entity:     Fear
Gold Answer:      [['Gregory Hines', 'Willem Dafoe']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Fear --[written_by]--> Christopher Crowe --[(INV) written_by]--> Fear --[starred_actors]--> Mark Wahlberg
Path (Raw):       Fear --[written_by]--> Christopher Crowe --[(INV) written_by]--> Fear --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.324327
Path Entropy(↓):  0.949876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of see how they fall
Start Entity:     See How They Fall
Gold Answer:      [['Rust and Bone', 'Read My Lips', 'The Beat That My Heart Skipped', 'A Prophet']]
Predicted Ans:    A Prophet
Predicted Path:   See How They Fall --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet
Path (Raw):       See How They Fall --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet --[No Operation]--> A Prophet
Neg LogProb(↓):   0.047069
Path Entropy(↓):  0.220923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of melvin and howard
Start Entity:     Melvin and Howard
Gold Answer:      [['Jonathan Demme']]
Predicted Ans:    Jonathan Demme
Predicted Path:   Melvin and Howard --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard --[directed_by]--> Jonathan Demme
Path (Raw):       Melvin and Howard --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Melvin and Howard --[directed_by]--> Jonathan Demme
Neg LogProb(↓):   0.598266
Path Entropy(↓):  1.152851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did david keating direct
Start Entity:     David Keating
Gold Answer:      [['Wake Wood']]
Predicted Ans:    Wake Wood
Predicted Path:   David Keating --[(INV) directed_by]--> Wake Wood --[directed_by]--> David Keating --[(INV) directed_by]--> Wake Wood
Path (Raw):       David Keating --[(INV) directed_by]--> Wake Wood --[directed_by]--> David Keating --[(INV) directed_by]--> Wake Wood
Neg LogProb(↓):   0.001800
Path Entropy(↓):  0.014309
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by steve mcqueen
Start Entity:     Steve McQueen
Gold Answer:      [['1968', '2009', '1966', '2008', '2011', '2013']]
Predicted Ans:    1968
Predicted Path:   Steve McQueen --[(INV) directed_by]--> Shame --[release_year]--> 1968
Path (Raw):       Steve McQueen --[No Operation]--> Steve McQueen --[(INV) directed_by]--> Shame --[release_year]--> 1968
Neg LogProb(↓):   0.502670
Path Entropy(↓):  1.140963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by charlotte very were in which genres
Start Entity:     Charlotte Véry
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[has_genre]--> Drama
Path (Raw):       Charlotte Véry --[No Operation]--> Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the sessions
Start Entity:     The Sessions
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Sessions --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Path (Raw):       The Sessions --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Neg LogProb(↓):   0.693345
Path Entropy(↓):  0.695246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by drew t. pierce were released in which years
Start Entity:     Drew T. Pierce
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Drew T. Pierce --[(INV) directed_by]--> Deadheads --[release_year]--> 2011
Path (Raw):       Drew T. Pierce --[No Operation]--> Drew T. Pierce --[(INV) directed_by]--> Deadheads --[release_year]--> 2011
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of pillow talk
Start Entity:     Pillow Talk
Gold Answer:      [['All That Heaven Allows', 'Gun Fury', 'The Man Who Knew Too Much', 'A Gathering of Eagles', 'The Glass Bottom Boat', 'With a Song in My Heart', 'Pickup on South Street', '7 Faces of Dr. Lao', 'Young Man with a Horn', "Boys' Night Out", 'Ice Station Zebra', 'The Pajama Game', "Let's Make Love", 'Starlift', 'The Undefeated', 'The Winning Team', 'Avalanche', 'Pretty Maids All in a Row', 'Storm Warning', 'Magnificent Obsession', 'The Mating Game', "Man's Favorite Sport?", "Please Don't Eat the Daisies", 'Love Me or Leave Me', 'Strange Bedfellows', 'Tobruk', 'Darling Lili', 'With Six You Get Eggroll', 'That Touch of Mink', 'Rear Window', "Billy Rose's Jumbo", 'The Adventures of Huckleberry Finn', 'Romance on the High Seas', 'Giant', 'Something of Value', 'Young at Heart', 'April in Paris', 'Hello Down There', 'Will Success Spoil Rock Hunter?', 'The Misfits', 'Birdman of Alcatraz', 'The Mating Season', 'The Tunnel of Love', 'Calamity Jane', 'Where Were You When the Lights Went Out?', 'It Happened to Jane', 'Come September', 'The West Point Story', 'Midnight Lace', 'Daddy Long Legs', 'Battle Hymn', "It's a Great Feeling", 'The Thrill of It All', 'Move Over, Darling', 'The Lawless Breed', 'Written on the Wind', "Teacher's Pet", 'Lover Come Back', 'The Last Sunset', 'A Fine Pair', 'Julie', 'Do Not Disturb', 'Caprice', 'Send Me No Flowers', 'Seconds', 'Bend of the River']]
Predicted Ans:    Do Not Disturb
Predicted Path:   Pillow Talk --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Path (Raw):       Pillow Talk --[No Operation]--> Pillow Talk --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb
Neg LogProb(↓):   0.933496
Path Entropy(↓):  2.014745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by sadism
Start Entity:     sadism
Gold Answer:      [['Salò, or the 120 Days of Sodom']]
Predicted Ans:    Salò, or the 120 Days of Sodom
Predicted Path:   sadism --[(INV) has_tags]--> Salò, or the 120 Days of Sodom --[has_tags]--> sadism --[(INV) has_tags]--> Salò, or the 120 Days of Sodom
Path (Raw):       sadism --[(INV) has_tags]--> Salò, or the 120 Days of Sodom --[has_tags]--> sadism --[(INV) has_tags]--> Salò, or the 120 Days of Sodom
Neg LogProb(↓):   0.280531
Path Entropy(↓):  0.575209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does kate bosworth appear in
Start Entity:     Kate Bosworth
Gold Answer:      [['Homefront', 'Win a Date with Tad Hamilton!', 'Black Rock', 'Straw Dogs', '21', 'Still Alice', 'Blue Crush', 'Wonderland', 'Beyond the Sea', 'The Girl in the Park', "The Warrior's Way", 'Superman Returns']]
Predicted Ans:    The Girl in the Park
Predicted Path:   Kate Bosworth --[(INV) starred_actors]--> The Girl in the Park --[written_by]--> David Auburn --[(INV) written_by]--> The Girl in the Park
Path (Raw):       Kate Bosworth --[(INV) starred_actors]--> The Girl in the Park --[written_by]--> David Auburn --[(INV) written_by]--> The Girl in the Park
Neg LogProb(↓):   1.286050
Path Entropy(↓):  1.674269
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jean byron starred movies
Start Entity:     Jean Byron
Gold Answer:      [['Ivan Tors', 'Curt Siodmak']]
Predicted Ans:    Curt Siodmak
Predicted Path:   Jean Byron --[(INV) starred_actors]--> The Magnetic Monster --[written_by]--> Curt Siodmak
Path (Raw):       Jean Byron --[No Operation]--> Jean Byron --[(INV) starred_actors]--> The Magnetic Monster --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.085346
Path Entropy(↓):  0.283156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed arabesque
Start Entity:     Arabesque
Gold Answer:      [['Fred Astaire', 'Ann Miller', 'Jane Powell', 'Betty Garrett', 'Cary Grant', 'Michelle Johnson', 'Valerie Harper', 'Deborah Kerr', 'Joseph Bologna', 'Harvey Keitel', "Donald O'Connor", 'Red Buttons', 'Michael Caine', 'Burt Reynolds', 'Cyd Charisse', 'Robert Mitchum', 'Dan Dailey', 'Debbie Reynolds', 'Brendan Fraser', 'Ingrid Bergman', 'Elizabeth Hurley', 'Farrah Fawcett', 'Jayne Mansfield', 'Peter Cook', 'Dolores Gray', 'Liza Minnelli', 'Gene Hackman', 'Walter Matthau', 'Albert Finney', 'Audrey Hepburn', 'Leif Erickson', 'Kirk Douglas', 'Jean Hagen', 'George C. Scott', 'Kay Thompson', 'Dudley Moore', 'Gene Kelly', 'Jean Simmons', 'Eli Wallach', 'James Coburn', 'Frank Sinatra', 'Trish Van Devere', 'Suzy Parker']]
Predicted Ans:    Audrey Hepburn
Predicted Path:   Arabesque --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[starred_actors]--> Audrey Hepburn
Path (Raw):       Arabesque --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[starred_actors]--> Audrey Hepburn
Neg LogProb(↓):   0.726747
Path Entropy(↓):  1.729957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of heart of america were directed by who
Start Entity:     Heart of America
Gold Answer:      [['William Friedkin', 'Uwe Boll']]
Predicted Ans:    William Friedkin
Predicted Path:   Heart of America --[written_by]--> Uwe Boll --[(INV) written_by]--> Rampage --[directed_by]--> William Friedkin
Path (Raw):       Heart of America --[written_by]--> Uwe Boll --[(INV) written_by]--> Rampage --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.524891
Path Entropy(↓):  0.743059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by aaron woodley were written by who
Start Entity:     Aaron Woodley
Gold Answer:      [['David Weaver']]
Predicted Ans:    Aaron Woodley
Predicted Path:   Aaron Woodley --[(INV) directed_by]--> Toronto Stories --[written_by]--> Aaron Woodley
Path (Raw):       Aaron Woodley --[No Operation]--> Aaron Woodley --[(INV) directed_by]--> Toronto Stories --[written_by]--> Aaron Woodley
Neg LogProb(↓):   0.000898
Path Entropy(↓):  0.007893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of bill irwin
Start Entity:     Bill Irwin
Gold Answer:      [['Anne Hathaway']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Bill Irwin --[(INV) starred_actors]--> Rachel Getting Married --[starred_actors]--> Anne Hathaway
Path (Raw):       Bill Irwin --[No Operation]--> Bill Irwin --[(INV) starred_actors]--> Rachel Getting Married --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by miguel arteta
Start Entity:     miguel arteta
Gold Answer:      [['Cedar Rapids', 'Youth in Revolt', 'The Good Girl']]
Predicted Ans:    Brokeback Mountain
Predicted Path:   miguel arteta --[(INV) has_tags]--> The Good Girl --[has_tags]--> jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain
Path (Raw):       miguel arteta --[(INV) has_tags]--> The Good Girl --[has_tags]--> jake gyllenhaal --[(INV) has_tags]--> Brokeback Mountain
Neg LogProb(↓):   0.020728
Path Entropy(↓):  0.121285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by taisto reimaluoto were released in which years
Start Entity:     Taisto Reimaluoto
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Taisto Reimaluoto --[(INV) starred_actors]--> Dog Nail Clipper --[release_year]--> 2004
Path (Raw):       Taisto Reimaluoto --[No Operation]--> Taisto Reimaluoto --[(INV) starred_actors]--> Dog Nail Clipper --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by barbara mori
Start Entity:     Bárbara Mori
Gold Answer:      [['Hindi', 'Spanish']]
Predicted Ans:    Hindi
Predicted Path:   Bárbara Mori --[(INV) starred_actors]--> Kites --[in_language]--> Hindi
Path (Raw):       Bárbara Mori --[No Operation]--> Bárbara Mori --[(INV) starred_actors]--> Kites --[in_language]--> Hindi
Neg LogProb(↓):   0.487344
Path Entropy(↓):  0.666806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of brother
Start Entity:     Brother
Gold Answer:      [["Takeshis'", 'Glory to the Filmmaker!', 'Outrage', 'Violent Cop', 'Achilles and the Tortoise', 'Kikujiro', 'Beyond Outrage', 'Boiling Point', 'Sonatine', 'Battle Royale', 'Blood and Bones']]
Predicted Ans:    Outrage
Predicted Path:   Brother --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage
Path (Raw):       Brother --[starred_actors]--> Takeshi Kitano --[No Operation]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage
Neg LogProb(↓):   0.300156
Path Entropy(↓):  0.847309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of wild rovers also wrote which movies
Start Entity:     Wild Rovers
Gold Answer:      [['Curse of the Pink Panther', 'Victor Victoria', 'The Party', 'The Pink Panther', 'A Fine Mess', 'Inspector Clouseau', 'S.O.B.', 'Operation Mad Ball', 'Switch', 'The Notorious Landlady', 'Darling Lili', 'Soldier in the Rain', 'The Great Race', 'The Man Who Loved Women', '10', 'Skin Deep', "That's Life!", 'Son of the Pink Panther', 'A Shot in the Dark', 'My Sister Eileen', 'Sunset']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Wild Rovers --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women
Path (Raw):       Wild Rovers --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[No Operation]--> The Man Who Loved Women
Neg LogProb(↓):   1.524148
Path Entropy(↓):  2.526474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was never take sweets from a stranger written by
Start Entity:     Never Take Sweets from a Stranger
Gold Answer:      [['John Hunter', 'Roger Garis']]
Predicted Ans:    Roger Garis
Predicted Path:   Never Take Sweets from a Stranger --[written_by]--> Roger Garis --[(INV) written_by]--> Never Take Sweets from a Stranger --[written_by]--> Roger Garis
Path (Raw):       Never Take Sweets from a Stranger --[written_by]--> Roger Garis --[(INV) written_by]--> Never Take Sweets from a Stranger --[written_by]--> Roger Garis
Neg LogProb(↓):   0.111239
Path Entropy(↓):  0.381096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of i just didn't do it also directed which films
Start Entity:     I Just Didn't Do It
Gold Answer:      [['Shall We Dance?', "Sumo Do, Sumo Don't"]]
Predicted Ans:    Sumo Do, Sumo Don't
Predicted Path:   I Just Didn't Do It --[directed_by]--> Masayuki Suo --[(INV) directed_by]--> Sumo Do, Sumo Don't
Path (Raw):       I Just Didn't Do It --[directed_by]--> Masayuki Suo --[(INV) directed_by]--> Sumo Do, Sumo Don't --[No Operation]--> Sumo Do, Sumo Don't
Neg LogProb(↓):   0.597246
Path Entropy(↓):  0.986967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film love meetings
Start Entity:     Love Meetings
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Love Meetings --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Path (Raw):       Love Meetings --[has_genre]--> Documentary --[(INV) has_genre]--> South of the Border --[has_genre]--> Documentary
Neg LogProb(↓):   3.098367
Path Entropy(↓):  4.269210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by kirk douglas were in which genres
Start Entity:     Kirk Douglas
Gold Answer:      [['Family', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[has_genre]--> Drama
Path (Raw):       Kirk Douglas --[No Operation]--> Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[has_genre]--> Drama
Neg LogProb(↓):   0.546602
Path Entropy(↓):  1.576190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by john paxton
Start Entity:     John Paxton
Gold Answer:      [['Fred Astaire', 'Robert Young', 'Gregory Peck', 'Anthony Perkins', 'Richard Basehart', 'Robert Mitchum', 'Dick Powell', 'Paul Douglas', 'Gloria Grahame', 'Felicia Farr', 'Barbara Bel Geddes', 'Robert Ryan', 'Walter Matthau', 'Ava Gardner', 'Debra Paget', 'Armand Assante', 'Rachel Ward', 'Bryan Brown', 'Deborah Winters', 'Charles Aidman']]
Predicted Ans:    Dick Powell
Predicted Path:   John Paxton --[(INV) written_by]--> Cornered --[starred_actors]--> Dick Powell
Path (Raw):       John Paxton --[No Operation]--> John Paxton --[(INV) written_by]--> Cornered --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.187854
Path Entropy(↓):  0.619252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in tarzan's secret treasure
Start Entity:     Tarzan's Secret Treasure
Gold Answer:      [['1934', '1997', '1948', '1939', '1957', '1942', '1936', '1932', '1935', '2012', '1952']]
Predicted Ans:    1932
Predicted Path:   Tarzan's Secret Treasure --[starred_actors]--> Johnny Weissmuller --[(INV) starred_actors]--> Tarzan the Ape Man --[release_year]--> 1932
Path (Raw):       Tarzan's Secret Treasure --[starred_actors]--> Johnny Weissmuller --[(INV) starred_actors]--> Tarzan the Ape Man --[release_year]--> 1932
Neg LogProb(↓):   0.121390
Path Entropy(↓):  0.463445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by ayesha dharker
Start Entity:     Ayesha Dharker
Gold Answer:      [['Manish Acharya', 'Santosh Sivan']]
Predicted Ans:    Santosh Sivan
Predicted Path:   Ayesha Dharker --[(INV) starred_actors]--> The Terrorist --[directed_by]--> Santosh Sivan
Path (Raw):       Ayesha Dharker --[No Operation]--> Ayesha Dharker --[(INV) starred_actors]--> The Terrorist --[directed_by]--> Santosh Sivan
Neg LogProb(↓):   0.024824
Path Entropy(↓):  0.115136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by alki david in
Start Entity:     Alki David
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Alki David --[(INV) directed_by]--> Fishtales --[has_genre]--> Family
Path (Raw):       Alki David --[No Operation]--> Alki David --[(INV) directed_by]--> Fishtales --[has_genre]--> Family
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie amreeka
Start Entity:     Amreeka
Gold Answer:      [['Arthur Penn', 'Eran Riklis', 'Julian Farino', 'Kelly Reichardt', 'Amos Gitai', 'Brian Hecker']]
Predicted Ans:    Cherien Dabis
Predicted Path:   Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[directed_by]--> Cherien Dabis
Path (Raw):       Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[directed_by]--> Cherien Dabis
Neg LogProb(↓):   0.268889
Path Entropy(↓):  0.553830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by gloria jean were in which genres
Start Entity:     Gloria Jean
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gloria Jean --[(INV) starred_actors]--> Never Give a Sucker an Even Break --[has_genre]--> Comedy
Path (Raw):       Gloria Jean --[No Operation]--> Gloria Jean --[(INV) starred_actors]--> Never Give a Sucker an Even Break --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did bob newhart act in
Start Entity:     Bob Newhart
Gold Answer:      [['The Rescuers Down Under', 'Elf', 'The Rescuers', 'Little Miss Marker', 'First Family']]
Predicted Ans:    The Rescuers
Predicted Path:   Bob Newhart --[(INV) starred_actors]--> The Rescuers --[starred_actors]--> Eva Gabor --[(INV) starred_actors]--> The Rescuers
Path (Raw):       Bob Newhart --[(INV) starred_actors]--> The Rescuers --[starred_actors]--> Eva Gabor --[(INV) starred_actors]--> The Rescuers
Neg LogProb(↓):   0.010538
Path Entropy(↓):  0.071514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does judy gunn act in
Start Entity:     Judy Gunn
Gold Answer:      [['The Last Journey']]
Predicted Ans:    The Last Journey
Predicted Path:   Judy Gunn --[(INV) starred_actors]--> The Last Journey --[starred_actors]--> Judy Gunn --[(INV) starred_actors]--> The Last Journey
Path (Raw):       Judy Gunn --[(INV) starred_actors]--> The Last Journey --[starred_actors]--> Judy Gunn --[(INV) starred_actors]--> The Last Journey
Neg LogProb(↓):   0.693176
Path Entropy(↓):  0.998376
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by joseph finder starred who
Start Entity:     Joseph Finder
Gold Answer:      [['Ashley Judd', 'Gary Oldman', 'Morgan Freeman', 'Amber Heard', 'Harrison Ford', 'Liam Hemsworth']]
Predicted Ans:    Harrison Ford
Predicted Path:   Joseph Finder --[(INV) written_by]--> Paranoia --[starred_actors]--> Harrison Ford
Path (Raw):       Joseph Finder --[No Operation]--> Joseph Finder --[(INV) written_by]--> Paranoia --[starred_actors]--> Harrison Ford
Neg LogProb(↓):   0.582282
Path Entropy(↓):  0.858914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by john jeffcoat
Start Entity:     John Jeffcoat
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Jeffcoat --[(INV) directed_by]--> Outsourced --[has_genre]--> Comedy
Path (Raw):       John Jeffcoat --[No Operation]--> John Jeffcoat --[(INV) directed_by]--> Outsourced --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did robert bloch write
Start Entity:     Robert Bloch
Gold Answer:      [['Psycho II', 'The Night Walker', 'The Psychopath', 'The House That Dripped Blood', 'Strait-Jacket', 'Torture Garden', 'Psycho', 'Asylum', 'The Cabinet of Caligari']]
Predicted Ans:    Strait-Jacket
Predicted Path:   Robert Bloch --[(INV) written_by]--> Strait-Jacket --[written_by]--> Robert Bloch --[(INV) written_by]--> Strait-Jacket
Path (Raw):       Robert Bloch --[(INV) written_by]--> Strait-Jacket --[written_by]--> Robert Bloch --[(INV) written_by]--> Strait-Jacket
Neg LogProb(↓):   1.033220
Path Entropy(↓):  1.725360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie alex cross
Start Entity:     Alex Cross
Gold Answer:      [['Barry L. Levy', 'Jamie Linden', 'Gillian Flynn', 'Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Alex Cross --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Path (Raw):       Alex Cross --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.040676
Path Entropy(↓):  0.243295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in prowl
Start Entity:     Prowl
Gold Answer:      [['Ruta Gedmintas']]
Predicted Ans:    Ruta Gedmintas
Predicted Path:   Prowl --[starred_actors]--> Ruta Gedmintas --[(INV) starred_actors]--> Prowl --[starred_actors]--> Ruta Gedmintas
Path (Raw):       Prowl --[starred_actors]--> Ruta Gedmintas --[(INV) starred_actors]--> Prowl --[starred_actors]--> Ruta Gedmintas
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000396
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by russell p. marleau in
Start Entity:     Russell P. Marleau
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Russell P. Marleau --[(INV) directed_by]--> The Curiosity of Chance --[has_genre]--> Comedy
Path (Raw):       Russell P. Marleau --[No Operation]--> Russell P. Marleau --[(INV) directed_by]--> The Curiosity of Chance --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of the man from laramie
Start Entity:     The Man from Laramie
Gold Answer:      [['Philip Yordan', 'Frank Burt', 'Thomas T. Flynn']]
Predicted Ans:    Philip Yordan
Predicted Path:   The Man from Laramie --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[written_by]--> Philip Yordan
Path (Raw):       The Man from Laramie --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[written_by]--> Philip Yordan
Neg LogProb(↓):   0.349453
Path Entropy(↓):  0.782614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in i bury the living
Start Entity:     I Bury the Living
Gold Answer:      [['Nelson Gidding', 'Don Mankiewicz', 'Barbara Graham', 'Ed Montgomery', 'Edward Anhalt', 'John Huston', 'Leslie Stevens', 'Harry Julian Fink', 'C.S. Forester', 'Nedrick Young', 'Edna Anhalt', 'Rita M. Fink', 'Harold Jacob Smith', 'Herman Raucher', 'Elmore Leonard', 'Gladys Hill', 'Noel Behn', 'Elia Kazan', 'Burt Kennedy']]
Predicted Ans:    Edward Anhalt
Predicted Path:   I Bury the Living --[starred_actors]--> Theodore Bikel --[(INV) starred_actors]--> The Pride and the Passion --[written_by]--> Edward Anhalt
Path (Raw):       I Bury the Living --[starred_actors]--> Theodore Bikel --[(INV) starred_actors]--> The Pride and the Passion --[written_by]--> Edward Anhalt
Neg LogProb(↓):   0.997013
Path Entropy(↓):  1.909447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ahmad abdalla directed films
Start Entity:     Ahmad Abdalla
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Ahmad Abdalla --[(INV) directed_by]--> Microphone --[release_year]--> 2010
Path (Raw):       Ahmad Abdalla --[No Operation]--> Ahmad Abdalla --[(INV) directed_by]--> Microphone --[release_year]--> 2010
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the king of marvin gardens released
Start Entity:     The King of Marvin Gardens
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   The King of Marvin Gardens --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Path (Raw):       The King of Marvin Gardens --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Neg LogProb(↓):   2.637534
Path Entropy(↓):  4.034258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of zoe bell starred movies
Start Entity:     Zoë Bell
Gold Answer:      [['2010', '1978', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Zoë Bell --[(INV) starred_actors]--> Grindhouse --[release_year]--> 2007
Path (Raw):       Zoë Bell --[No Operation]--> Zoë Bell --[(INV) starred_actors]--> Grindhouse --[release_year]--> 2007
Neg LogProb(↓):   0.326612
Path Entropy(↓):  0.818964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie duma
Start Entity:     Duma
Gold Answer:      [['Peter Chan', 'Dan Curtis', 'Tom Gilroy', 'David Mamet', 'Joel Schumacher', 'Cameron Crowe', 'Dylan Kidd']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Duma --[starred_actors]--> Campbell Scott --[(INV) starred_actors]--> Dying Young --[directed_by]--> Joel Schumacher
Path (Raw):       Duma --[starred_actors]--> Campbell Scott --[(INV) starred_actors]--> Dying Young --[directed_by]--> Joel Schumacher
Neg LogProb(↓):   0.733300
Path Entropy(↓):  0.984245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote twice born
Start Entity:     Twice Born
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Twice Born --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move --[in_language]--> Italian
Path (Raw):       Twice Born --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move --[in_language]--> Italian
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie waking life released
Start Entity:     Waking Life
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Waking Life --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Waking Life --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   3.273643
Path Entropy(↓):  4.438353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was secrets of eden directed by
Start Entity:     Secrets of Eden
Gold Answer:      [['Tawnia McKiernan']]
Predicted Ans:    Tawnia McKiernan
Predicted Path:   Secrets of Eden --[directed_by]--> Tawnia McKiernan --[(INV) directed_by]--> Secrets of Eden --[directed_by]--> Tawnia McKiernan
Path (Raw):       Secrets of Eden --[directed_by]--> Tawnia McKiernan --[(INV) directed_by]--> Secrets of Eden --[directed_by]--> Tawnia McKiernan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by robert mundi starred who
Start Entity:     Robert Mundi
Gold Answer:      [['Russell Crowe', 'Bridget Fonda', 'Jim Broadbent']]
Predicted Ans:    Russell Crowe
Predicted Path:   Robert Mundi --[(INV) written_by]--> Rough Magic --[starred_actors]--> Russell Crowe
Path (Raw):       Robert Mundi --[No Operation]--> Robert Mundi --[(INV) written_by]--> Rough Magic --[starred_actors]--> Russell Crowe
Neg LogProb(↓):   0.004461
Path Entropy(↓):  0.029630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by olivia hussey were in which genres
Start Entity:     Olivia Hussey
Gold Answer:      [['Drama', 'Horror', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Olivia Hussey --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       Olivia Hussey --[No Operation]--> Olivia Hussey --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   0.795254
Path Entropy(↓):  1.020724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film objective, burma!
Start Entity:     Objective, Burma!
Gold Answer:      [['Edmund Goulding', 'Victor Saville', 'Tony Richardson', 'Martin Campbell', 'Lewis Milestone', 'Robert Florey', 'Frank Lloyd', 'Raoul Walsh', 'John Huston', 'Peter Godfrey', 'David Butler', 'Jennifer Leitzes', 'Henry King', 'Vincent Sherman', 'Michael Curtiz', 'William Keighley', 'Howard Hawks', 'George Scribner']]
Predicted Ans:    Howard Hawks
Predicted Path:   Objective, Burma! --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Path (Raw):       Objective, Burma! --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.706749
Path Entropy(↓):  2.124558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of centurion starred who
Start Entity:     Centurion
Gold Answer:      [['Sean Pertwee', 'Kevin McKidd', 'Liam Cunningham']]
Predicted Ans:    Michael Fassbender
Predicted Path:   Centurion --[written_by]--> Neil Marshall --[(INV) written_by]--> Centurion --[starred_actors]--> Michael Fassbender
Path (Raw):       Centurion --[written_by]--> Neil Marshall --[(INV) written_by]--> Centurion --[starred_actors]--> Michael Fassbender
Neg LogProb(↓):   0.786474
Path Entropy(↓):  1.031713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films was christopher coppola a writer on
Start Entity:     Christopher Coppola
Gold Answer:      [['Deadfall']]
Predicted Ans:    Deadfall
Predicted Path:   Christopher Coppola --[(INV) written_by]--> Deadfall --[written_by]--> Zach Dean --[(INV) written_by]--> Deadfall
Path (Raw):       Christopher Coppola --[(INV) written_by]--> Deadfall --[written_by]--> Zach Dean --[(INV) written_by]--> Deadfall
Neg LogProb(↓):   0.058788
Path Entropy(↓):  0.218945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the sure thing director
Start Entity:     The Sure Thing
Gold Answer:      [['Norwegian']]
Predicted Ans:    Rumor Has It...
Predicted Path:   The Sure Thing --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It...
Path (Raw):       The Sure Thing --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[No Operation]--> Rumor Has It...
Neg LogProb(↓):   0.046874
Path Entropy(↓):  0.216961
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by scot williams
Start Entity:     Scot Williams
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Scot Williams --[(INV) starred_actors]--> Redirected --[has_genre]--> Action
Path (Raw):       Scot Williams --[No Operation]--> Scot Williams --[(INV) starred_actors]--> Redirected --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the woodsman
Start Entity:     The Woodsman
Gold Answer:      [['Gael García Bernal', 'Kate Hudson']]
Predicted Ans:    Kate Hudson
Predicted Path:   The Woodsman --[directed_by]--> Nicole Kassell --[(INV) directed_by]--> A Little Bit of Heaven --[starred_actors]--> Kate Hudson
Path (Raw):       The Woodsman --[directed_by]--> Nicole Kassell --[(INV) directed_by]--> A Little Bit of Heaven --[starred_actors]--> Kate Hudson
Neg LogProb(↓):   0.375662
Path Entropy(↓):  0.771128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe king creole in a few words
Start Entity:     King Creole
Gold Answer:      [['michael curtiz']]
Predicted Ans:    michael curtiz
Predicted Path:   King Creole --[has_tags]--> michael curtiz --[(INV) has_tags]--> Dodge City --[has_tags]--> michael curtiz
Path (Raw):       King Creole --[has_tags]--> michael curtiz --[(INV) has_tags]--> Dodge City --[has_tags]--> michael curtiz
Neg LogProb(↓):   0.238953
Path Entropy(↓):  0.517758
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the diary of a chambermaid fall under
Start Entity:     The Diary of a Chambermaid
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Diary of a Chambermaid --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Lower Depths --[has_genre]--> Drama
Path (Raw):       The Diary of a Chambermaid --[directed_by]--> Jean Renoir --[(INV) directed_by]--> The Lower Depths --[has_genre]--> Drama
Neg LogProb(↓):   0.398867
Path Entropy(↓):  1.376557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of bad ass
Start Entity:     Bad Ass
Gold Answer:      [['Craig Moss']]
Predicted Ans:    Craig Moss
Predicted Path:   Bad Ass --[directed_by]--> Craig Moss --[(INV) directed_by]--> Bad Ass --[directed_by]--> Craig Moss
Path (Raw):       Bad Ass --[directed_by]--> Craig Moss --[(INV) directed_by]--> Bad Ass --[directed_by]--> Craig Moss
Neg LogProb(↓):   0.001918
Path Entropy(↓):  0.013904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by lillian roth
Start Entity:     Lillian Roth
Gold Answer:      [['Eddie Albert', 'Jo Van Fleet', 'Richard Conte', 'Susan Hayward']]
Predicted Ans:    Susan Hayward
Predicted Path:   Lillian Roth --[(INV) written_by]--> I'll Cry Tomorrow --[starred_actors]--> Susan Hayward
Path (Raw):       Lillian Roth --[No Operation]--> Lillian Roth --[(INV) written_by]--> I'll Cry Tomorrow --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.007259
Path Entropy(↓):  0.045093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of kiki
Start Entity:     Kiki
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Kiki --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Wife vs. Secretary --[has_genre]--> Comedy
Path (Raw):       Kiki --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Wife vs. Secretary --[has_genre]--> Comedy
Neg LogProb(↓):   1.105909
Path Entropy(↓):  1.626600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed my voyage to italy
Start Entity:     My Voyage to Italy
Gold Answer:      [['Martin Scorsese']]
Predicted Ans:    Martin Scorsese
Predicted Path:   My Voyage to Italy --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[directed_by]--> Martin Scorsese
Path (Raw):       My Voyage to Italy --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> My Voyage to Italy --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.145799
Path Entropy(↓):  0.500885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director chris ver wiel
Start Entity:     Chris Ver Wiel
Gold Answer:      [['Richard Dreyfuss', 'Tim Allen', 'Christian Slater']]
Predicted Ans:    Christian Slater
Predicted Path:   Chris Ver Wiel --[(INV) directed_by]--> Who Is Cletis Tout? --[starred_actors]--> Christian Slater
Path (Raw):       Chris Ver Wiel --[No Operation]--> Chris Ver Wiel --[(INV) directed_by]--> Who Is Cletis Tout? --[starred_actors]--> Christian Slater
Neg LogProb(↓):   0.493128
Path Entropy(↓):  1.036095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of rancho deluxe also starred in which films
Start Entity:     Rancho Deluxe
Gold Answer:      [['The Amateurs', 'Thunderbolt and Lightfoot', 'Nadine', '8 Million Ways to Die', "Surf's Up", 'Windows', 'Hopscotch', 'The Last Unicorn', 'The Fisher King', 'Capricorn One', 'Fat City', 'The Glass Menagerie', 'Bad Company', 'A Dog Year', 'The Contender', 'King Kong', 'The Vanishing', 'Simpatico', 'The Morning After', 'Serial Mom', 'Mindwalk', 'The Last American Hero', 'Hearts of the West', 'American Heart', 'Iron Man', 'The Killing Fields', 'Blown Away', 'Starman', 'The Fabulous Baker Boys', "Vampire's Kiss", "Heaven's Gate", 'Against All Odds', "Cutter's Way", 'The Giver', 'True Grit', 'The Muse', 'Arlington Road', 'R.I.P.D.', 'Winter Kills', 'Kiss Me Goodbye', 'Stick It', 'Seventh Son', 'K-PAX', 'The Last Picture Show', 'Wild Bill', 'Masked and Anonymous', 'Crazy Heart', 'Fearless', 'The Big Lebowski', 'The Men Who Stare at Goats', 'Stay Hungry', 'The Mirror Has Two Faces', 'Coma', 'See You in the Morning']]
Predicted Ans:    True Grit
Predicted Path:   Rancho Deluxe --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit
Path (Raw):       Rancho Deluxe --[starred_actors]--> Jeff Bridges --[No Operation]--> Jeff Bridges --[(INV) starred_actors]--> True Grit
Neg LogProb(↓):   1.383245
Path Entropy(↓):  2.060490
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of brad anderson written films
Start Entity:     Brad Anderson
Gold Answer:      [['2008', '1998', '2010', '2001']]
Predicted Ans:    2008
Predicted Path:   Brad Anderson --[(INV) written_by]--> Transsiberian --[release_year]--> 2008
Path (Raw):       Brad Anderson --[No Operation]--> Brad Anderson --[(INV) written_by]--> Transsiberian --[release_year]--> 2008
Neg LogProb(↓):   0.242397
Path Entropy(↓):  0.665000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with to each his own fall under
Start Entity:     To Each His Own
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   To Each His Own --[has_genre]--> Drama --[(INV) has_genre]--> The Winslow Boy --[has_genre]--> Drama
Path (Raw):       To Each His Own --[has_genre]--> Drama --[(INV) has_genre]--> The Winslow Boy --[has_genre]--> Drama
Neg LogProb(↓):   2.023461
Path Entropy(↓):  4.057611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by phoebe cates release
Start Entity:     Phoebe Cates
Gold Answer:      [['1983', '1988', '1989', '1991', '1982', '1994', '1987', '2013']]
Predicted Ans:    1988
Predicted Path:   Phoebe Cates --[(INV) starred_actors]--> Bright Lights, Big City --[release_year]--> 1988
Path (Raw):       Phoebe Cates --[No Operation]--> Phoebe Cates --[(INV) starred_actors]--> Bright Lights, Big City --[release_year]--> 1988
Neg LogProb(↓):   0.861617
Path Entropy(↓):  1.141541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of lucky night
Start Entity:     Lucky Night
Gold Answer:      [['Mark Twain', 'Nelson Gidding', 'Ernst Lubitsch', 'Guy Bolton', 'Eleanore Griffin', 'John V.A. Weaver', 'John Meehan', 'Dore Schary', 'Sidney Sheldon', 'Sam Mintz', 'Don Marquis', 'Percy Crosby', 'Weldon Hill', 'Robert Hardy Andrews', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Dorothy Cooper']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Lucky Night --[directed_by]--> Norman Taurog --[(INV) directed_by]--> If I Had a Million --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Lucky Night --[directed_by]--> Norman Taurog --[(INV) directed_by]--> If I Had a Million --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.169985
Path Entropy(↓):  1.761695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of for your consideration
Start Entity:     For Your Consideration
Gold Answer:      [['Waiting for Guffman', 'Best in Show', 'The Big Picture', 'A Mighty Wind']]
Predicted Ans:    The Big Picture
Predicted Path:   For Your Consideration --[written_by]--> Christopher Guest --[(INV) written_by]--> The Big Picture
Path (Raw):       For Your Consideration --[written_by]--> Christopher Guest --[(INV) written_by]--> The Big Picture --[No Operation]--> The Big Picture
Neg LogProb(↓):   0.053924
Path Entropy(↓):  0.272169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by daniele thompson in
Start Entity:     Danièle Thompson
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Danièle Thompson --[(INV) directed_by]--> Avenue Montaigne --[in_language]--> French
Path (Raw):       Danièle Thompson --[No Operation]--> Danièle Thompson --[(INV) directed_by]--> Avenue Montaigne --[in_language]--> French
Neg LogProb(↓):   0.420073
Path Entropy(↓):  0.643051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by cows
Start Entity:     cows
Gold Answer:      [['Home on the Range']]
Predicted Ans:    Home on the Range
Predicted Path:   cows --[(INV) has_tags]--> Home on the Range --[has_tags]--> cows --[(INV) has_tags]--> Home on the Range
Path (Raw):       cows --[(INV) has_tags]--> Home on the Range --[has_tags]--> cows --[(INV) has_tags]--> Home on the Range
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of scott thurman directed films
Start Entity:     Scott Thurman
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Scott Thurman --[(INV) directed_by]--> The Revisionaries --[release_year]--> 2012
Path (Raw):       Scott Thurman --[No Operation]--> Scott Thurman --[(INV) directed_by]--> The Revisionaries --[release_year]--> 2012
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by men in black 3 actors
Start Entity:     Men in Black 3
Gold Answer:      [['Michael Lessac', 'Gabriele Muccino', 'Rúnar Rúnarsson', 'Stephen Herek', 'Ole Bornedal', 'Ron Shelton', 'Paul Haggis', 'Harley Cokeliss', 'Michael Mann', 'Jimmy Hayward', 'John Requa', 'Clint Eastwood', 'Glenn Ficarra', 'Spike Lee', 'Bruce Beresford', 'Aleksi Mäkelä', 'John Wells', 'Tony Scott', 'Rick Rosenthal', 'William Friedkin', 'Alex Proyas', 'Ethan Coen', 'Richard Benjamin', 'Steven Hilliard Stern', 'Robert Redford', 'Michael Apted', 'Robert Altman', 'Irvin Kershner', 'Henry Hathaway', 'Oliver Stone', 'Roland Emmerich', 'John Ford', 'Michael Bay', 'Harold Becker', 'Barry Sonnenfeld', 'Ridley Scott', 'Peter Webber', 'Gus Van Sant', 'Stuart Baird', 'Peter Berg', 'David Frankel', 'Andrew Davis', 'Joel Schumacher', 'Bertrand Tavernier', 'Andy Tennant', 'Ben Bolt', 'Jason Reitman', 'David Green', 'Francis Lawrence', 'John Flynn', 'Stephen Hopkins', 'Tony Richardson', 'Jesse V. Johnson', 'David Winters', 'Mick Jackson', 'Robert Rodriguez', 'M. Night Shyamalan', 'Paul Verhoeven', 'Mike Figgis', 'Tommy Lee Jones']]
Predicted Ans:    Ole Bornedal
Predicted Path:   Men in Black 3 --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Path (Raw):       Men in Black 3 --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[directed_by]--> Ole Bornedal
Neg LogProb(↓):   1.049742
Path Entropy(↓):  1.707714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed ricky
Start Entity:     Ricky
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Ricky --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche --[in_language]--> French
Path (Raw):       Ricky --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche --[in_language]--> French
Neg LogProb(↓):   0.007451
Path Entropy(↓):  0.045496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the dark corner released
Start Entity:     The Dark Corner
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   The Dark Corner --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Path (Raw):       The Dark Corner --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Neg LogProb(↓):   1.813541
Path Entropy(↓):  3.002624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by denis leary were released in which years
Start Entity:     Denis Leary
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Denis Leary --[(INV) written_by]--> Two If by Sea --[release_year]--> 1996
Path (Raw):       Denis Leary --[No Operation]--> Denis Leary --[(INV) written_by]--> Two If by Sea --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the how do you know director release
Start Entity:     How Do You Know
Gold Answer:      [['1983', '1997', '2004', '1994', '1987']]
Predicted Ans:    1983
Predicted Path:   How Do You Know --[directed_by]--> James L. Brooks --[(INV) directed_by]--> Terms of Endearment --[release_year]--> 1983
Path (Raw):       How Do You Know --[directed_by]--> James L. Brooks --[(INV) directed_by]--> Terms of Endearment --[release_year]--> 1983
Neg LogProb(↓):   0.514588
Path Entropy(↓):  1.090853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie gross anatomy about
Start Entity:     Gross Anatomy
Gold Answer:      [['matthew modine', 'daphne zuniga']]
Predicted Ans:    daphne zuniga
Predicted Path:   Gross Anatomy --[has_tags]--> daphne zuniga --[(INV) has_tags]--> The Fly II --[has_tags]--> daphne zuniga
Path (Raw):       Gross Anatomy --[has_tags]--> daphne zuniga --[(INV) has_tags]--> The Fly II --[has_tags]--> daphne zuniga
Neg LogProb(↓):   0.021034
Path Entropy(↓):  0.101356
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is zulu
Start Entity:     Zulu
Gold Answer:      [['Crime']]
Predicted Ans:    War
Predicted Path:   Zulu --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Path (Raw):       Zulu --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Neg LogProb(↓):   1.682251
Path Entropy(↓):  2.630219
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies together with brett morgen
Start Entity:     Brett Morgen
Gold Answer:      [['Robert Evans']]
Predicted Ans:    Brett Morgen
Predicted Path:   Brett Morgen --[(INV) written_by]--> Chicago 10 --[written_by]--> Brett Morgen
Path (Raw):       Brett Morgen --[No Operation]--> Brett Morgen --[(INV) written_by]--> Chicago 10 --[written_by]--> Brett Morgen
Neg LogProb(↓):   0.086378
Path Entropy(↓):  0.290250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie night and the city were released in which years
Start Entity:     Night and the City
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '2008', '2003', '1959', '1993', '1985', '1941', '1974', '1984', '1977', '2007', '1968', '1998', '2009', '1933', '1957', '1951', '2010', '2004', '1982', '1973', '1953', '1947', '2014', '1994', '1956', '1943', '1995', '1976', '1948', '1972', '2001', '1990', '1989', '1942', '1940', '1996', '2002', '1981', '1961', '2012', '2011', '1955', '2013', '1962', '1988', '1978', '1964', '1949', '1997', '2000', '1966', '1950', '1960', '2005', '1991', '1965', '1999', '1945', '1987', '1986', '1952']]
Predicted Ans:    2011
Predicted Path:   Night and the City --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Killer Elite --[release_year]--> 2011
Path (Raw):       Night and the City --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Killer Elite --[release_year]--> 2011
Neg LogProb(↓):   2.188296
Path Entropy(↓):  3.771077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in bread and tulips
Start Entity:     Bread and Tulips
Gold Answer:      [['Greek', 'German']]
Predicted Ans:    Greek
Predicted Path:   Bread and Tulips --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Path (Raw):       Bread and Tulips --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Neg LogProb(↓):   0.123004
Path Entropy(↓):  0.358397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the green butchers
Start Entity:     The Green Butchers
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Green Butchers --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[has_genre]--> Comedy
Path (Raw):       The Green Butchers --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[has_genre]--> Comedy
Neg LogProb(↓):   0.174214
Path Entropy(↓):  0.650725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of jules and jim
Start Entity:     Jules and Jim
Gold Answer:      [['François Truffaut']]
Predicted Ans:    François Truffaut
Predicted Path:   Jules and Jim --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[directed_by]--> François Truffaut
Path (Raw):       Jules and Jim --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.802457
Path Entropy(↓):  1.183973
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with rocky iii in
Start Entity:     Rocky III
Gold Answer:      [['Burmese']]
Predicted Ans:    Burmese
Predicted Path:   Rocky III --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[in_language]--> Burmese
Path (Raw):       Rocky III --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[in_language]--> Burmese
Neg LogProb(↓):   0.058466
Path Entropy(↓):  0.222903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with crosbie garstin
Start Entity:     Crosbie Garstin
Gold Answer:      [['Jules Furthman', 'James Kevin McGuinness']]
Predicted Ans:    James Kevin McGuinness
Predicted Path:   Crosbie Garstin --[(INV) written_by]--> China Seas --[written_by]--> James Kevin McGuinness
Path (Raw):       Crosbie Garstin --[No Operation]--> Crosbie Garstin --[(INV) written_by]--> China Seas --[written_by]--> James Kevin McGuinness
Neg LogProb(↓):   0.000427
Path Entropy(↓):  0.004005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie shattered
Start Entity:     Shattered
Gold Answer:      [['Christopher Hampton', 'Frederick Forsyth', 'David Leland', 'Frank Moorhouse', 'Ole Bornedal', 'Ronald F. Maxwell', 'Ellen Perry', 'Michael Shaara', 'David S. Ward', 'Luc Besson', 'Jeffrey Price', 'William Trevor', 'Peter S. Seaman', 'Gwyneth Hughes', 'John Byrum', 'Guy Jenkin', 'Alan Alda', 'Patty Dann', 'George Froeschel', 'Oliver Stone', 'David S. Goyer', 'John Mortimer', 'Bob Dolman', 'Alan Rudolph', 'George Lucas', 'Gary K. Wolf', 'Ira Levin', 'Lawrence Kasdan', 'Rowdy Herrington', 'Michael Blakemore', 'James V. Hart', 'Malia Scotch Marmo', 'Abel Ferrara', 'Vincent Campanella', 'Hugh Wilson', 'Markus Schleinzer', 'John Dahl', 'Neil Jordan', 'Joe Eszterhas', 'Peter Matthiessen', 'Atom Egoyan', 'Martin Sherman', 'Joseph Conrad', 'Nora Ephron', 'Brian Moore', 'Peter Nelson', 'Tab Murphy', 'Heywood Gould', 'Ronald Millar', 'Nick Castle', 'Jack Higgins']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Shattered --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Path (Raw):       Shattered --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[written_by]--> Hugh Wilson
Neg LogProb(↓):   0.440857
Path Entropy(↓):  1.070795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of bay of angels
Start Entity:     Bay of Angels
Gold Answer:      [['Lady Oscar', 'Model Shop', 'The Young Girls of Rochefort', 'Lola', 'Donkey Skin', 'The Pied Piper', 'Une chambre en ville', 'The Umbrellas of Cherbourg']]
Predicted Ans:    Donkey Skin
Predicted Path:   Bay of Angels --[written_by]--> Jacques Demy --[(INV) written_by]--> Donkey Skin
Path (Raw):       Bay of Angels --[written_by]--> Jacques Demy --[(INV) written_by]--> Donkey Skin --[No Operation]--> Donkey Skin
Neg LogProb(↓):   0.781959
Path Entropy(↓):  1.502201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ed solomon starred which actors
Start Entity:     Ed Solomon
Gold Answer:      [['Lucy Liu', 'Cameron Diaz', 'Christine Lahti', 'Drew Barrymore', 'Bill Murray', 'Meg Tilly']]
Predicted Ans:    Meg Tilly
Predicted Path:   Ed Solomon --[(INV) written_by]--> Leaving Normal --[starred_actors]--> Meg Tilly
Path (Raw):       Ed Solomon --[No Operation]--> Ed Solomon --[(INV) written_by]--> Leaving Normal --[starred_actors]--> Meg Tilly
Neg LogProb(↓):   0.001019
Path Entropy(↓):  0.008678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the assignment fall under
Start Entity:     The Assignment
Gold Answer:      [['Romance', 'Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Assignment --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       The Assignment --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   0.386930
Path Entropy(↓):  1.319095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by markku polonen released
Start Entity:     Markku Pölönen
Gold Answer:      [['2001', '1998', '2007', '2004']]
Predicted Ans:    2004
Predicted Path:   Markku Pölönen --[(INV) written_by]--> Dog Nail Clipper --[release_year]--> 2004
Path (Raw):       Markku Pölönen --[No Operation]--> Markku Pölönen --[(INV) written_by]--> Dog Nail Clipper --[release_year]--> 2004
Neg LogProb(↓):   0.904729
Path Entropy(↓):  1.264836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of city of god
Start Entity:     City of God
Gold Answer:      [['John le Carré', 'Jeffrey Caine', 'José Saramago', 'Don McKellar']]
Predicted Ans:    José Saramago
Predicted Path:   City of God --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> Blindness --[written_by]--> José Saramago
Path (Raw):       City of God --[directed_by]--> Fernando Meirelles --[(INV) directed_by]--> Blindness --[written_by]--> José Saramago
Neg LogProb(↓):   1.306087
Path Entropy(↓):  2.042637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by christopher macbride
Start Entity:     Christopher MacBride
Gold Answer:      [['James Gilbert', 'Aaron Poole']]
Predicted Ans:    James Gilbert
Predicted Path:   Christopher MacBride --[(INV) directed_by]--> The Conspiracy --[starred_actors]--> James Gilbert
Path (Raw):       Christopher MacBride --[No Operation]--> Christopher MacBride --[(INV) directed_by]--> The Conspiracy --[starred_actors]--> James Gilbert
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by thomas n'gijol
Start Entity:     Thomas N'Gijol
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Thomas N'Gijol --[(INV) written_by]--> Case départ --[release_year]--> 2011
Path (Raw):       Thomas N'Gijol --[No Operation]--> Thomas N'Gijol --[(INV) written_by]--> Case départ --[release_year]--> 2011
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of toru nakamura acted films
Start Entity:     Tôru Nakamura
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Tôru Nakamura --[(INV) starred_actors]--> Purple Butterfly --[release_year]--> 2003
Path (Raw):       Tôru Nakamura --[No Operation]--> Tôru Nakamura --[(INV) starred_actors]--> Purple Butterfly --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for reality bites
Start Entity:     Reality Bites
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Reality Bites --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Reality Bites --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.625431
Path Entropy(↓):  5.105530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by molly shannon fall under
Start Entity:     Molly Shannon
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Molly Shannon --[(INV) written_by]--> Superstar --[has_genre]--> Comedy
Path (Raw):       Molly Shannon --[No Operation]--> Molly Shannon --[(INV) written_by]--> Superstar --[has_genre]--> Comedy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie mansome
Start Entity:     Mansome
Gold Answer:      [['Jim Hogshire', 'Michael Markowitz', 'Dana Fox', 'Will Forte', 'Andrew Dodge', 'Jeph Loeb', 'Jon Lucas', 'Scott Moore', 'Allan Loeb', 'Jon Favreau', 'Matthew Michael Carnahan', 'Matthew Weisman', 'Mike Judge', 'Jeffrey Eugenides', 'Ken Liotti', 'John Francis Daley', 'Christopher Miller', 'Phil Lord', 'Peter Lepeniotis', 'Peter Glanz', 'Craig Mazin', 'Kevin Eastman', 'Lorne Cameron', 'Vince Vaughn', 'Diablo Cody', 'Peter Laird', 'Vincent Ngo']]
Predicted Ans:    Peter Lepeniotis
Predicted Path:   Mansome --[starred_actors]--> Will Arnett --[(INV) starred_actors]--> The Nut Job --[written_by]--> Peter Lepeniotis
Path (Raw):       Mansome --[starred_actors]--> Will Arnett --[(INV) starred_actors]--> The Nut Job --[written_by]--> Peter Lepeniotis
Neg LogProb(↓):   0.335165
Path Entropy(↓):  0.877187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the 24 hour woman
Start Entity:     The 24 Hour Woman
Gold Answer:      [['Nancy Savoca']]
Predicted Ans:    Nancy Savoca
Predicted Path:   The 24 Hour Woman --[directed_by]--> Nancy Savoca --[(INV) directed_by]--> Household Saints --[directed_by]--> Nancy Savoca
Path (Raw):       The 24 Hour Woman --[directed_by]--> Nancy Savoca --[(INV) directed_by]--> Household Saints --[directed_by]--> Nancy Savoca
Neg LogProb(↓):   0.013168
Path Entropy(↓):  0.069748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the seventh continent were in which genres
Start Entity:     The Seventh Continent
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Seventh Continent --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Time of the Wolf --[has_genre]--> Drama
Path (Raw):       The Seventh Continent --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Time of the Wolf --[has_genre]--> Drama
Neg LogProb(↓):   0.044154
Path Entropy(↓):  0.262094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by jesper ganslandt fall under
Start Entity:     Jesper Ganslandt
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Jesper Ganslandt --[(INV) written_by]--> The Ape --[has_genre]--> Drama
Path (Raw):       Jesper Ganslandt --[No Operation]--> Jesper Ganslandt --[(INV) written_by]--> The Ape --[has_genre]--> Drama
Neg LogProb(↓):   0.166063
Path Entropy(↓):  0.430578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film god is brazilian starred which actors
Start Entity:     God Is Brazilian
Gold Answer:      [['Antônio Fagundes']]
Predicted Ans:    Antônio Fagundes
Predicted Path:   God Is Brazilian --[starred_actors]--> Antônio Fagundes --[(INV) starred_actors]--> God Is Brazilian --[starred_actors]--> Antônio Fagundes
Path (Raw):       God Is Brazilian --[starred_actors]--> Antônio Fagundes --[(INV) starred_actors]--> God Is Brazilian --[starred_actors]--> Antônio Fagundes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by tom reed
Start Entity:     Tom Reed
Gold Answer:      [['Waterloo Bridge', 'Pittsburgh']]
Predicted Ans:    Pittsburgh
Predicted Path:   Tom Reed --[(INV) written_by]--> Pittsburgh --[written_by]--> George Owen --[(INV) written_by]--> Pittsburgh
Path (Raw):       Tom Reed --[(INV) written_by]--> Pittsburgh --[written_by]--> George Owen --[(INV) written_by]--> Pittsburgh
Neg LogProb(↓):   0.028762
Path Entropy(↓):  0.137885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of footlight parade
Start Entity:     Footlight Parade
Gold Answer:      [['Ray Milland', 'Eddie Albert', 'Denis Lavant', 'Mireille Perrier', 'Marie Wilson', 'Ralph Bellamy', 'William Holden', 'Lola Lane', 'Jack Carson', 'Rosemary Lane', 'Raymond Massey', 'Ricardo Cortez', 'Ann Sheridan', 'Dick Powell', 'Al Jolson', 'Broderick Crawford', 'Bette Davis', 'Gloria Stuart', 'Frank McHugh', 'Lucille Ball', 'Donald Crisp', 'George Raft', 'James Cagney', 'Joan Blondell', 'Kay Francis', 'Edward G. Robinson', 'Isabel Jewell', 'Barton MacLane', 'Victor Moore', 'Charlotte Greenwood', 'Ann Sothern', 'Humphrey Bogart', 'Jane Wyman', "Pat O'Brien"]]
Predicted Ans:    Pat O'Brien
Predicted Path:   Footlight Parade --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Here Comes the Navy --[starred_actors]--> Pat O'Brien
Path (Raw):       Footlight Parade --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Here Comes the Navy --[starred_actors]--> Pat O'Brien
Neg LogProb(↓):   0.394146
Path Entropy(↓):  1.144506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by dane dehaan release
Start Entity:     Dane DeHaan
Gold Answer:      [['2012', '2014', '2013']]
Predicted Ans:    2014
Predicted Path:   Dane DeHaan --[(INV) starred_actors]--> Life After Beth --[release_year]--> 2014
Path (Raw):       Dane DeHaan --[No Operation]--> Dane DeHaan --[(INV) starred_actors]--> Life After Beth --[release_year]--> 2014
Neg LogProb(↓):   0.126418
Path Entropy(↓):  0.467233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by rabbit without ears screenwriters
Start Entity:     Rabbit Without Ears
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rabbit Without Ears --[written_by]--> Til Schweiger --[(INV) written_by]--> Knockin' on Heaven's Door --[has_genre]--> Comedy
Path (Raw):       Rabbit Without Ears --[written_by]--> Til Schweiger --[(INV) written_by]--> Knockin' on Heaven's Door --[has_genre]--> Comedy
Neg LogProb(↓):   0.467299
Path Entropy(↓):  0.963394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by herve mimran in
Start Entity:     Hervé Mimran
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Hervé Mimran --[(INV) written_by]--> Tout ce qui brille --[in_language]--> French
Path (Raw):       Hervé Mimran --[No Operation]--> Hervé Mimran --[(INV) written_by]--> Tout ce qui brille --[in_language]--> French
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in stardust
Start Entity:     Stardust
Gold Answer:      [['David Essex', 'Adam Faith']]
Predicted Ans:    Ian McKellen
Predicted Path:   Stardust --[starred_actors]--> Ian McKellen --[(INV) starred_actors]--> Gods and Monsters --[starred_actors]--> Ian McKellen
Path (Raw):       Stardust --[starred_actors]--> Ian McKellen --[(INV) starred_actors]--> Gods and Monsters --[starred_actors]--> Ian McKellen
Neg LogProb(↓):   0.038086
Path Entropy(↓):  0.215052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by zach galifianakis were written by who
Start Entity:     Zach Galifianakis
Gold Answer:      [['Patton Oswalt', 'Todd Phillips', 'Jon Lucas', 'Scott Moore', 'Charles Perrault', 'Alan R. Cohen', 'Alan Freedland', 'Brandon Drake', 'Brian Lynch', 'Tom Wheeler', 'Michael Handelman', 'David Guion', 'Craig Mazin', 'Maria Bamford', 'Brian Posehn', 'Adam Sztykiel', 'Scot Armstrong', 'Chris Henchy', 'Shawn Harwell']]
Predicted Ans:    Todd Phillips
Predicted Path:   Zach Galifianakis --[(INV) starred_actors]--> The Hangover Part III --[written_by]--> Todd Phillips
Path (Raw):       Zach Galifianakis --[No Operation]--> Zach Galifianakis --[(INV) starred_actors]--> The Hangover Part III --[written_by]--> Todd Phillips
Neg LogProb(↓):   0.205147
Path Entropy(↓):  0.680413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about john heard
Start Entity:     john heard
Gold Answer:      [['Mindwalk', 'Home Alone', 'Beaches']]
Predicted Ans:    Mindwalk
Predicted Path:   john heard --[(INV) has_tags]--> Mindwalk --[has_tags]--> john heard --[(INV) has_tags]--> Mindwalk
Path (Raw):       john heard --[(INV) has_tags]--> Mindwalk --[has_tags]--> john heard --[(INV) has_tags]--> Mindwalk
Neg LogProb(↓):   0.020128
Path Entropy(↓):  0.102339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by claude anet were in which languages
Start Entity:     Claude Anet
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Claude Anet --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Path (Raw):       Claude Anet --[No Operation]--> Claude Anet --[(INV) written_by]--> Love in the Afternoon --[in_language]--> English
Neg LogProb(↓):   0.279243
Path Entropy(↓):  0.724144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the rules of attraction were released in which years
Start Entity:     The Rules of Attraction
Gold Answer:      [['2000', '2008', '2006', '1999', '1994', '1987', '2013', '2007']]
Predicted Ans:    1999
Predicted Path:   The Rules of Attraction --[written_by]--> Roger Avary --[(INV) written_by]--> Beowulf --[release_year]--> 1999
Path (Raw):       The Rules of Attraction --[written_by]--> Roger Avary --[(INV) written_by]--> Beowulf --[release_year]--> 1999
Neg LogProb(↓):   0.477603
Path Entropy(↓):  0.739912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film planet of the vampires
Start Entity:     Planet of the Vampires
Gold Answer:      [['Mario Bava']]
Predicted Ans:    Mario Bava
Predicted Path:   Planet of the Vampires --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[directed_by]--> Mario Bava
Path (Raw):       Planet of the Vampires --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[directed_by]--> Mario Bava
Neg LogProb(↓):   0.014087
Path Entropy(↓):  0.081161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of seize the day
Start Entity:     Seize the Day
Gold Answer:      [['Fielder Cook']]
Predicted Ans:    Fielder Cook
Predicted Path:   Seize the Day --[directed_by]--> Fielder Cook --[(INV) directed_by]--> Seize the Day --[directed_by]--> Fielder Cook
Path (Raw):       Seize the Day --[directed_by]--> Fielder Cook --[(INV) directed_by]--> Seize the Day --[directed_by]--> Fielder Cook
Neg LogProb(↓):   0.070655
Path Entropy(↓):  0.249012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of rust and bone also wrote which films
Start Entity:     Rust and Bone
Gold Answer:      [['See How They Fall', 'Read My Lips', 'The Beat That My Heart Skipped', 'A Prophet']]
Predicted Ans:    A Prophet
Predicted Path:   Rust and Bone --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet
Path (Raw):       Rust and Bone --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet --[No Operation]--> A Prophet
Neg LogProb(↓):   0.127125
Path Entropy(↓):  0.470608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the marksman
Start Entity:     The Marksman
Gold Answer:      [['Walter Hill', 'Philip Kaufman', 'Robert Clouse', 'James B. Harris', 'Priscilla Chapman', 'John Hartwell', 'Ron Shelton', 'Andrew Goth', 'Michael Crichton', 'Spike Lee', 'Mark Bomback', 'Lordi', 'David S. Goyer', 'Tony Giglio', 'Roy Huggins', 'Mario Van Peebles', 'Peter Abrahams', 'Anthony Hickox', 'Takeshi Kitano', 'David DeFalco', 'Coline Serreau', 'Michael Backes', 'Bob Randall', 'Mike Figgis', 'John Pogue', 'Tom DiCillo']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   The Marksman --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> Takeshi Kitano
Path (Raw):       The Marksman --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> Takeshi Kitano
Neg LogProb(↓):   0.602355
Path Entropy(↓):  1.435925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie in bruges
Start Entity:     In Bruges
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   In Bruges --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       In Bruges --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.383939
Path Entropy(↓):  4.473542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the immortal story
Start Entity:     The Immortal Story
Gold Answer:      [['Sydney Pollack', 'Orson Welles', 'Gabriel Axel']]
Predicted Ans:    Orson Welles
Predicted Path:   The Immortal Story --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Path (Raw):       The Immortal Story --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.068724
Path Entropy(↓):  0.322270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by gilbert wakefield
Start Entity:     Gilbert Wakefield
Gold Answer:      [['Binnie Barnes', 'Merle Oberon', 'Ralph Richardson', 'Laurence Olivier']]
Predicted Ans:    Merle Oberon
Predicted Path:   Gilbert Wakefield --[(INV) written_by]--> The Divorce of Lady X --[starred_actors]--> Merle Oberon
Path (Raw):       Gilbert Wakefield --[No Operation]--> Gilbert Wakefield --[(INV) written_by]--> The Divorce of Lady X --[starred_actors]--> Merle Oberon
Neg LogProb(↓):   0.688143
Path Entropy(↓):  1.185635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of madeline smith acted films
Start Entity:     Madeline Smith
Gold Answer:      [['Roy Ward Baker']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Madeline Smith --[(INV) starred_actors]--> The Vampire Lovers --[directed_by]--> Roy Ward Baker
Path (Raw):       Madeline Smith --[No Operation]--> Madeline Smith --[(INV) starred_actors]--> The Vampire Lovers --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by lambert hillyer were in which genres
Start Entity:     Lambert Hillyer
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Lambert Hillyer --[(INV) directed_by]--> Dracula's Daughter --[has_genre]--> Horror
Path (Raw):       Lambert Hillyer --[No Operation]--> Lambert Hillyer --[(INV) directed_by]--> Dracula's Daughter --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by frances mayes were in which genres
Start Entity:     Frances Mayes
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Frances Mayes --[(INV) written_by]--> Under the Tuscan Sun --[has_genre]--> Comedy
Path (Raw):       Frances Mayes --[No Operation]--> Frances Mayes --[(INV) written_by]--> Under the Tuscan Sun --[has_genre]--> Comedy
Neg LogProb(↓):   0.459244
Path Entropy(↓):  0.658012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe dossier 51
Start Entity:     Dossier 51
Gold Answer:      [['michel deville']]
Predicted Ans:    michel deville
Predicted Path:   Dossier 51 --[has_tags]--> michel deville --[(INV) has_tags]--> Dossier 51 --[has_tags]--> michel deville
Path (Raw):       Dossier 51 --[has_tags]--> michel deville --[(INV) has_tags]--> Dossier 51 --[has_tags]--> michel deville
Neg LogProb(↓):   0.025898
Path Entropy(↓):  0.119959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in please give
Start Entity:     Please Give
Gold Answer:      [['Catherine Keener', 'Rebecca Hall', 'Elizabeth Keener']]
Predicted Ans:    Catherine Keener
Predicted Path:   Please Give --[starred_actors]--> Catherine Keener --[(INV) starred_actors]--> Please Give --[starred_actors]--> Catherine Keener
Path (Raw):       Please Give --[starred_actors]--> Catherine Keener --[(INV) starred_actors]--> Please Give --[starred_actors]--> Catherine Keener
Neg LogProb(↓):   0.001600
Path Entropy(↓):  0.013147
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jack sholder starred which actors
Start Entity:     Jack Sholder
Gold Answer:      [['Robert Forster', 'Tara Reid', 'James Spader', 'Christian Slater', 'Angela Bassett', 'Mark Dexter', 'Claudia Christian', 'Luke Perry', 'Lou Diamond Phillips', 'Colin Egglesfield', 'Michael Nouri', 'Clarence Felder', 'Kyle MacLachlan', 'Jenna Harrison', 'Peter Fonda']]
Predicted Ans:    Christian Slater
Predicted Path:   Jack Sholder --[(INV) directed_by]--> Alone in the Dark --[starred_actors]--> Christian Slater
Path (Raw):       Jack Sholder --[No Operation]--> Jack Sholder --[(INV) directed_by]--> Alone in the Dark --[starred_actors]--> Christian Slater
Neg LogProb(↓):   0.060535
Path Entropy(↓):  0.248804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of peter farrelly directed films
Start Entity:     Peter Farrelly
Gold Answer:      [['Neil Simon', 'James Gunn', 'Bruce Jay Friedman', 'Bobby Farrelly', 'Scot Armstrong', 'Leslie Dixon', 'Will Graham', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Jeremy Sosenko', 'Rocky Russo', 'Kevin Barnett']]
Predicted Ans:    James Gunn
Predicted Path:   Peter Farrelly --[(INV) directed_by]--> Movie 43 --[written_by]--> James Gunn
Path (Raw):       Peter Farrelly --[No Operation]--> Peter Farrelly --[(INV) directed_by]--> Movie 43 --[written_by]--> James Gunn
Neg LogProb(↓):   0.395768
Path Entropy(↓):  0.795143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing the secret life of walter mitty
Start Entity:     The Secret Life of Walter Mitty
Gold Answer:      [['ben stiller']]
Predicted Ans:    norman z. mcleod
Predicted Path:   The Secret Life of Walter Mitty --[written_by]--> James Thurber --[(INV) written_by]--> The Secret Life of Walter Mitty --[has_tags]--> norman z. mcleod
Path (Raw):       The Secret Life of Walter Mitty --[written_by]--> James Thurber --[(INV) written_by]--> The Secret Life of Walter Mitty --[has_tags]--> norman z. mcleod
Neg LogProb(↓):   1.758228
Path Entropy(↓):  2.079555
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film nick of time were in which languages
Start Entity:     Nick of Time
Gold Answer:      [['Japanese', 'English', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Nick of Time --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[in_language]--> Russian
Path (Raw):       Nick of Time --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[in_language]--> Russian
Neg LogProb(↓):   0.665980
Path Entropy(↓):  0.847047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of happy christmas
Start Entity:     Happy Christmas
Gold Answer:      [['Anna Kendrick', 'Greta Gerwig', 'Joe Swanberg', 'Jake Johnson', 'Olivia Wilde', 'Jane Adams', 'Ron Livingston']]
Predicted Ans:    Jake Johnson
Predicted Path:   Happy Christmas --[written_by]--> Joe Swanberg --[(INV) written_by]--> Drinking Buddies --[starred_actors]--> Jake Johnson
Path (Raw):       Happy Christmas --[written_by]--> Joe Swanberg --[(INV) written_by]--> Drinking Buddies --[starred_actors]--> Jake Johnson
Neg LogProb(↓):   0.481877
Path Entropy(↓):  1.047245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by vladimir mashkov release
Start Entity:     Vladimir Mashkov
Gold Answer:      [['1952', '1997']]
Predicted Ans:    1952
Predicted Path:   Vladimir Mashkov --[(INV) starred_actors]--> The Thief --[release_year]--> 1952
Path (Raw):       Vladimir Mashkov --[No Operation]--> Vladimir Mashkov --[(INV) starred_actors]--> The Thief --[release_year]--> 1952
Neg LogProb(↓):   0.365169
Path Entropy(↓):  0.615800
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by frank butler
Start Entity:     Frank Butler
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    War
Predicted Path:   Frank Butler --[(INV) written_by]--> Wake Island --[has_genre]--> War
Path (Raw):       Frank Butler --[No Operation]--> Frank Butler --[(INV) written_by]--> Wake Island --[has_genre]--> War
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the comancheros
Start Entity:     The Comancheros
Gold Answer:      [['Delmer Daves']]
Predicted Ans:    Delmer Daves
Predicted Path:   The Comancheros --[written_by]--> Paul Wellman --[(INV) written_by]--> Jubal --[directed_by]--> Delmer Daves
Path (Raw):       The Comancheros --[written_by]--> Paul Wellman --[(INV) written_by]--> Jubal --[directed_by]--> Delmer Daves
Neg LogProb(↓):   0.195896
Path Entropy(↓):  0.601044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by heidi kling were directed by who
Start Entity:     Heidi Kling
Gold Answer:      [['Francis Veber']]
Predicted Ans:    Francis Veber
Predicted Path:   Heidi Kling --[(INV) starred_actors]--> Out on a Limb --[directed_by]--> Francis Veber
Path (Raw):       Heidi Kling --[No Operation]--> Heidi Kling --[(INV) starred_actors]--> Out on a Limb --[directed_by]--> Francis Veber
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by georgia king were written by who
Start Entity:     Georgia King
Gold Answer:      [['Francesca Gregorini']]
Predicted Ans:    Francesca Gregorini
Predicted Path:   Georgia King --[(INV) starred_actors]--> Tanner Hall --[written_by]--> Francesca Gregorini
Path (Raw):       Georgia King --[No Operation]--> Georgia King --[(INV) starred_actors]--> Tanner Hall --[written_by]--> Francesca Gregorini
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by karen kopins were released in which years
Start Entity:     Karen Kopins
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Karen Kopins --[(INV) starred_actors]--> Once Bitten --[release_year]--> 1985
Path (Raw):       Karen Kopins --[No Operation]--> Karen Kopins --[(INV) starred_actors]--> Once Bitten --[release_year]--> 1985
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote black book
Start Entity:     Black Book
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Black Book --[written_by]--> Paul Verhoeven --[(INV) written_by]--> Soldier of Orange --[has_genre]--> War
Path (Raw):       Black Book --[written_by]--> Paul Verhoeven --[(INV) written_by]--> Soldier of Orange --[has_genre]--> War
Neg LogProb(↓):   0.028932
Path Entropy(↓):  0.129549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
West beirut, when was it released
Start Entity:     West Beirut
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   West Beirut --[release_year]--> 1998 --[(INV) release_year]--> SLC Punk! --[release_year]--> 1998
Path (Raw):       West Beirut --[release_year]--> 1998 --[(INV) release_year]--> SLC Punk! --[release_year]--> 1998
Neg LogProb(↓):   3.152026
Path Entropy(↓):  4.417034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by chris walas fall under
Start Entity:     Chris Walas
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Chris Walas --[(INV) directed_by]--> The Fly II --[has_genre]--> Horror
Path (Raw):       Chris Walas --[No Operation]--> Chris Walas --[(INV) directed_by]--> The Fly II --[has_genre]--> Horror
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in elles
Start Entity:     Elles
Gold Answer:      [['Abel Ferrara', 'Naomi Foner', 'Josephine Hart', 'Patrice Leconte', 'Danièle Thompson', 'Peter Hedges', 'André Téchiné', 'Ann Peacock', 'Antjie Krog', 'Myla Goldberg', 'Abbas Kiarostami', 'Olivier Assayas', 'Anthony Minghella', 'Jean Giono']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Elles --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Clouds of Sils Maria --[written_by]--> Olivier Assayas
Path (Raw):       Elles --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Clouds of Sils Maria --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.899691
Path Entropy(↓):  1.438560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in pumpkin
Start Entity:     Pumpkin
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Pumpkin --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[has_genre]--> Horror
Path (Raw):       Pumpkin --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[has_genre]--> Horror
Neg LogProb(↓):   0.212989
Path Entropy(↓):  0.712119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of stephen mcnally acted films
Start Entity:     Stephen McNally
Gold Answer:      [['Tony Maylam', 'Joseph L. Mankiewicz', 'Dick Powell', 'Richard Fleischer', 'Anthony Mann']]
Predicted Ans:    Anthony Mann
Predicted Path:   Stephen McNally --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       Stephen McNally --[No Operation]--> Stephen McNally --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.036818
Path Entropy(↓):  0.155789
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of mike's new car also wrote which films
Start Entity:     Mike's New Car
Gold Answer:      [['Up', 'Toy Story', 'Monsters, Inc.']]
Predicted Ans:    Monsters, Inc.
Predicted Path:   Mike's New Car --[written_by]--> Pete Docter --[(INV) written_by]--> Monsters, Inc.
Path (Raw):       Mike's New Car --[written_by]--> Pete Docter --[(INV) written_by]--> Monsters, Inc. --[No Operation]--> Monsters, Inc.
Neg LogProb(↓):   0.245191
Path Entropy(↓):  0.587829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by eric christian olsen were written by who
Start Entity:     Eric Christian Olsen
Gold Answer:      [['Eric Heisserer', 'Bill Lancaster', 'Will Gluck']]
Predicted Ans:    Eric Heisserer
Predicted Path:   Eric Christian Olsen --[(INV) starred_actors]--> The Thing --[written_by]--> Eric Heisserer
Path (Raw):       Eric Christian Olsen --[No Operation]--> Eric Christian Olsen --[(INV) starred_actors]--> The Thing --[written_by]--> Eric Heisserer
Neg LogProb(↓):   0.232732
Path Entropy(↓):  0.514060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by the luzhin defence screenwriters
Start Entity:     The Luzhin Defence
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Luzhin Defence --[written_by]--> Vladimir Nabokov --[(INV) written_by]--> Lolita --[in_language]--> English
Path (Raw):       The Luzhin Defence --[written_by]--> Vladimir Nabokov --[(INV) written_by]--> Lolita --[in_language]--> English
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the 10th victim
Start Entity:     The 10th Victim
Gold Answer:      [['Geoff Murphy', 'Tom Toelle', 'Elio Petri']]
Predicted Ans:    Elio Petri
Predicted Path:   The 10th Victim --[written_by]--> Elio Petri --[(INV) written_by]--> The 10th Victim --[directed_by]--> Elio Petri
Path (Raw):       The 10th Victim --[written_by]--> Elio Petri --[(INV) written_by]--> The 10th Victim --[directed_by]--> Elio Petri
Neg LogProb(↓):   0.059132
Path Entropy(↓):  0.273252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film executioners are directed by who
Start Entity:     Executioners
Gold Answer:      [['Ang Lee', 'Danny Boyle', 'Stanley Kwan', 'Wayne Wang', 'Olivier Assayas', 'István Szabó', 'Nicholas Hytner', 'Ann Hui', 'John Woo', 'Luc Besson', 'Kenny Bee']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Executioners --[starred_actors]--> Maggie Cheung --[(INV) starred_actors]--> Irma Vep --[directed_by]--> Olivier Assayas
Path (Raw):       Executioners --[starred_actors]--> Maggie Cheung --[(INV) starred_actors]--> Irma Vep --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.312803
Path Entropy(↓):  0.586054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in office killer
Start Entity:     Office Killer
Gold Answer:      [['Ken Russell', 'James Toback', 'Daryn Tufts', 'Franco Amurri', 'Gene Wilder', 'David Anspaugh', 'Joan Micklin Silver', 'Kimble Rendall', 'George Hickenlooper', 'Rudy De Luca', 'John Hughes', 'Howard Deutch', 'Greg Beeman', 'Fred Walton']]
Predicted Ans:    Rudy De Luca
Predicted Path:   Office Killer --[starred_actors]--> Carol Kane --[(INV) starred_actors]--> Transylvania 6-5000 --[directed_by]--> Rudy De Luca
Path (Raw):       Office Killer --[starred_actors]--> Carol Kane --[(INV) starred_actors]--> Transylvania 6-5000 --[directed_by]--> Rudy De Luca
Neg LogProb(↓):   0.538701
Path Entropy(↓):  1.328907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of a personal journey with martin scorsese through american movies starred who
Start Entity:     A Personal Journey with Martin Scorsese Through American Movies
Gold Answer:      [['Lionel Atwill', 'Joe Pesci', 'Michelle Pfeiffer', 'Elias Koteas', 'Winona Ryder', 'Martin Scorsese', 'Irene Dunne', 'Ray Liotta', 'Harvey Keitel', 'Robert De Niro', 'Sharon Stone', 'Elia Kazan', 'John Boles']]
Predicted Ans:    Robert De Niro
Predicted Path:   A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese --[(INV) written_by]--> Goodfellas --[starred_actors]--> Robert De Niro
Path (Raw):       A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese --[(INV) written_by]--> Goodfellas --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.935655
Path Entropy(↓):  1.450774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie dead presidents
Start Entity:     Dead Presidents
Gold Answer:      [['2013']]
Predicted Ans:    1995
Predicted Path:   Dead Presidents --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[release_year]--> 1995
Path (Raw):       Dead Presidents --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[release_year]--> 1995
Neg LogProb(↓):   0.338347
Path Entropy(↓):  0.609321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by stage fright actors
Start Entity:     Stage Fright
Gold Answer:      [['Edward Knoblock', 'Carl Zuckmayer', 'Edna L. Lee', 'Peg Fenwick', 'Harry Lee', 'Guy Bolton', 'John Dos Passos', 'Helen Deutsch', 'Philip Dunne', 'Manuel Komroff', 'Casey Robinson', 'Irma von Cube', 'Elizabeth Taylor', 'Richard L. Breen', 'Waldemar Young', 'Samuel Hoffenstein', 'Robert Liebmann', 'Allen Vincent', 'Heinrich Mann', 'Karl Vollmöller', 'Robert Blees', 'Wells Root', 'John Patrick', 'Jan Lustig', 'Charles Brackett', 'Catherine Marshall', 'Charles R. Jackson', 'Billy Wilder', 'Melchior Lengyel', 'Max Brand', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Paul Osborn', 'Marjorie Kinnan Rawlings', 'Benno Vigny', 'Samson Raphaelson', 'Lynn Riggs', 'Harry Kurnitz', 'Agatha Christie', 'Neil Jordan', "Robert Vincent O'Neill", 'John Michael Hayes', 'Frank Butler', 'Abraham Polonsky', 'Harry Hervey', 'Joseph Michael Cala', 'Robert Hichens', 'Robert Riskin', 'Eleanor H. Porter', 'Nevil Shute', 'Mika Waltari', 'Rex Beach', 'Lawrence Hazard', "Liam O'Brien", 'Oliver Parker', 'Oscar Wilde', 'Jules Furthman', 'David Swift', 'Abby Mann', 'Robert Harari', 'David Shaw', 'Tom Reed', 'George Owen', 'Josef von Sternberg', 'Lloyd C. Douglas', 'Pierre Louÿs']]
Predicted Ans:    Billy Wilder
Predicted Path:   Stage Fright --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[written_by]--> Billy Wilder
Path (Raw):       Stage Fright --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.848657
Path Entropy(↓):  1.764818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tobin bell appear in
Start Entity:     Tobin Bell
Gold Answer:      [['Saw VI', 'Saw V', 'Saw IV', 'Saw III', 'Saw II']]
Predicted Ans:    Saw IV
Predicted Path:   Tobin Bell --[(INV) starred_actors]--> Saw IV --[starred_actors]--> Betsy Russell --[(INV) starred_actors]--> Saw IV
Path (Raw):       Tobin Bell --[(INV) starred_actors]--> Saw IV --[starred_actors]--> Betsy Russell --[(INV) starred_actors]--> Saw IV
Neg LogProb(↓):   0.318499
Path Entropy(↓):  0.621603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by robert fontaine
Start Entity:     Robert Fontaine
Gold Answer:      [['Louis Jourdan', 'Charles Boyer', 'Bobby Driscoll']]
Predicted Ans:    Charles Boyer
Predicted Path:   Robert Fontaine --[(INV) written_by]--> The Happy Time --[starred_actors]--> Charles Boyer
Path (Raw):       Robert Fontaine --[No Operation]--> Robert Fontaine --[(INV) written_by]--> The Happy Time --[starred_actors]--> Charles Boyer
Neg LogProb(↓):   0.535252
Path Entropy(↓):  0.678449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe scorched in a few words
Start Entity:     Scorched
Gold Answer:      [['john cleese', 'alicia silverstone', 'rachael leigh cook']]
Predicted Ans:    rachael leigh cook
Predicted Path:   Scorched --[has_tags]--> rachael leigh cook --[(INV) has_tags]--> Josie and the Pussycats --[has_tags]--> rachael leigh cook
Path (Raw):       Scorched --[has_tags]--> rachael leigh cook --[(INV) has_tags]--> Josie and the Pussycats --[has_tags]--> rachael leigh cook
Neg LogProb(↓):   0.137163
Path Entropy(↓):  0.387304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the 39 steps
Start Entity:     The 39 Steps
Gold Answer:      [['Robert Donat', 'Madeleine Carroll']]
Predicted Ans:    Patrick Malahide
Predicted Path:   The 39 Steps --[starred_actors]--> Patrick Malahide --[(INV) starred_actors]--> The 39 Steps --[starred_actors]--> Patrick Malahide
Path (Raw):       The 39 Steps --[starred_actors]--> Patrick Malahide --[(INV) starred_actors]--> The 39 Steps --[starred_actors]--> Patrick Malahide
Neg LogProb(↓):   0.066654
Path Entropy(↓):  0.258277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the wreck of the mary deare were in which genres
Start Entity:     The Wreck of the Mary Deare
Gold Answer:      [['Family', 'Documentary', 'Western', 'Biography', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Wreck of the Mary Deare --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Happy Road --[has_genre]--> Comedy
Path (Raw):       The Wreck of the Mary Deare --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Happy Road --[has_genre]--> Comedy
Neg LogProb(↓):   0.473743
Path Entropy(↓):  1.180176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does kristanna loken appear in
Start Entity:     Kristanna Loken
Gold Answer:      [['BloodRayne']]
Predicted Ans:    BloodRayne
Predicted Path:   Kristanna Loken --[(INV) starred_actors]--> BloodRayne --[starred_actors]--> Kristanna Loken --[(INV) starred_actors]--> BloodRayne
Path (Raw):       Kristanna Loken --[(INV) starred_actors]--> BloodRayne --[starred_actors]--> Kristanna Loken --[(INV) starred_actors]--> BloodRayne
Neg LogProb(↓):   0.000467
Path Entropy(↓):  0.004104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mississippi burning were released in which years
Start Entity:     Mississippi Burning
Gold Answer:      [['1976', '1980', '1978', '2009', '1990', '2003', '1991', '1982', '1996', '1994', '1999', '1987', '1984']]
Predicted Ans:    1990
Predicted Path:   Mississippi Burning --[directed_by]--> Alan Parker --[(INV) directed_by]--> Come See the Paradise --[release_year]--> 1990
Path (Raw):       Mississippi Burning --[directed_by]--> Alan Parker --[(INV) directed_by]--> Come See the Paradise --[release_year]--> 1990
Neg LogProb(↓):   0.692719
Path Entropy(↓):  1.568040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did william prochnau write
Start Entity:     William Prochnau
Gold Answer:      [['Proof of Life']]
Predicted Ans:    Proof of Life
Predicted Path:   William Prochnau --[(INV) written_by]--> Proof of Life --[written_by]--> Thomas Hargrove --[(INV) written_by]--> Proof of Life
Path (Raw):       William Prochnau --[(INV) written_by]--> Proof of Life --[written_by]--> Thomas Hargrove --[(INV) written_by]--> Proof of Life
Neg LogProb(↓):   0.497325
Path Entropy(↓):  0.682473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does grace kelly appear in
Start Entity:     Grace Kelly
Gold Answer:      [['Rear Window', 'Mogambo', 'High Society', 'To Catch a Thief', 'The Bridges at Toko-Ri', 'The Swan', 'Green Fire', 'Dial M for Murder', 'The Country Girl']]
Predicted Ans:    To Catch a Thief
Predicted Path:   Grace Kelly --[(INV) starred_actors]--> To Catch a Thief --[written_by]--> David Dodge --[(INV) written_by]--> To Catch a Thief
Path (Raw):       Grace Kelly --[(INV) starred_actors]--> To Catch a Thief --[written_by]--> David Dodge --[(INV) written_by]--> To Catch a Thief
Neg LogProb(↓):   0.832710
Path Entropy(↓):  1.417542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by out of the blue writers release
Start Entity:     Out of the Blue
Gold Answer:      [['2012', '1987']]
Predicted Ans:    2002
Predicted Path:   Out of the Blue --[written_by]--> Robert Sarkies --[(INV) written_by]--> Out of the Blue --[release_year]--> 2002
Path (Raw):       Out of the Blue --[written_by]--> Robert Sarkies --[(INV) written_by]--> Out of the Blue --[release_year]--> 2002
Neg LogProb(↓):   0.656976
Path Entropy(↓):  1.127239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by the screenwriter of cloudburst
Start Entity:     Cloudburst
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cloudburst --[written_by]--> Thom Fitzgerald --[(INV) written_by]--> The Event --[has_genre]--> Drama
Path (Raw):       Cloudburst --[written_by]--> Thom Fitzgerald --[(INV) written_by]--> The Event --[has_genre]--> Drama
Neg LogProb(↓):   0.379785
Path Entropy(↓):  0.646920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of vanity fair were directed by who
Start Entity:     Vanity Fair
Gold Answer:      [['Rouben Mamoulian', 'Stanley Kubrick']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Vanity Fair --[written_by]--> William Makepeace Thackeray --[(INV) written_by]--> Barry Lyndon --[directed_by]--> Stanley Kubrick
Path (Raw):       Vanity Fair --[written_by]--> William Makepeace Thackeray --[(INV) written_by]--> Barry Lyndon --[directed_by]--> Stanley Kubrick
Neg LogProb(↓):   0.002129
Path Entropy(↓):  0.015330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of titan a. e. also starred in which films
Start Entity:     Titan A.E.
Gold Answer:      [['Executive Decision', 'The Birdcage', 'Good Will Hunting', 'He Said, She Said', 'Spaceballs', 'Mirror Mirror', 'The Serpent and the Rainbow', 'King of the Jungle', 'Vanishing on 7th Street', 'Independence Day', 'Lake Placid', 'The Bourne Identity', 'Malice', 'Liebestraum', "Isn't She Great", 'Life with Mikey', 'Promised Land', 'Gerry', 'Elysium', 'School Ties', 'Zero Effect', 'Sibling Rivalry', 'The Pest', 'We Bought a Zoo', 'While You Were Sleeping', 'Chef', 'Super Mario Bros.', 'Stuck on You', 'All the Pretty Horses', 'Body Count', 'The Producers', 'The Good Shepherd', 'The Bourne Ultimatum', 'The Legend of Bagger Vance', 'The Favor', 'Empire', 'The End of Violence', 'The Rainmaker', 'Dear Wendy', 'The Informant!', 'Mr. Wrong', 'Brokedown Palace', "Carlito's Way", 'Ride Along', 'The Bourne Supremacy', 'Spawn', "What's the Worst That Could Happen?", 'True Grit', 'Sommersby', 'Frankie and Johnny', 'Spun', 'Rounders', 'Brain Dead', 'The Take', 'The Last Seduction', 'The Departed', 'Rick', 'The Monuments Men', 'The Talented Mr. Ripley', 'Ice Age', 'Behind the Candelabra', 'Lost Highway', 'Invictus', 'The Adjustment Bureau', 'Summer of Sam']]
Predicted Ans:    Carlito's Way
Predicted Path:   Titan A.E. --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> Carlito's Way
Path (Raw):       Titan A.E. --[starred_actors]--> John Leguizamo --[No Operation]--> John Leguizamo --[(INV) starred_actors]--> Carlito's Way
Neg LogProb(↓):   1.323052
Path Entropy(↓):  2.209544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with 22 jump street fall under
Start Entity:     22 Jump Street
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   22 Jump Street --[starred_actors]--> Jonah Hill --[(INV) starred_actors]--> 22 Jump Street --[has_genre]--> Comedy
Path (Raw):       22 Jump Street --[starred_actors]--> Jonah Hill --[(INV) starred_actors]--> 22 Jump Street --[has_genre]--> Comedy
Neg LogProb(↓):   0.567373
Path Entropy(↓):  0.972095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of one from the heart starred who
Start Entity:     One from the Heart
Gold Answer:      [['Fred Astaire', 'Robert Forster', 'Anjelica Huston', 'Jennifer Lopez', 'Alden Ehrenreich', 'Mickey Rourke', 'Lou Diamond Phillips', 'Lloyd Bridges', 'Marlon Brando', 'Katharine Hepburn', 'William Campbell', 'Luana Anders', 'Peter Fonda', 'C. Thomas Howell', 'Peter Kastner', 'James Caan', 'Woody Allen', 'Maribel Verdú', 'Gregory Hines', 'Martin Sheen', 'Richard Gere', 'Robin Williams', 'Kathleen Turner', 'Elizabeth Hartman', 'Wendell Corey', 'Michael Jackson', 'James Spader', 'Brian Kerwin', 'Matt Damon', 'Jon Voight', 'Ralph Macchio', 'Val Kilmer', 'Robert Duvall', 'Claire Danes', 'Diane Lane', 'Danny DeVito', 'Lonette McKee', 'Gene Hackman', 'Elle Fanning', 'Burt Lancaster', 'Petula Clark', 'Vincent Gallo', 'Mia Farrow', 'James Earl Jones', 'Frederic Forrest', 'Geraldine Page', 'John Cazale', 'Allen Garfield', 'Matt Dillon', 'Angela Bassett', 'Luke Perry', 'Al Pacino', 'Shirley Knight', 'Patrick Swayze']]
Predicted Ans:    Gene Hackman
Predicted Path:   One from the Heart --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Conversation --[starred_actors]--> Gene Hackman
Path (Raw):       One from the Heart --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Conversation --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   1.431843
Path Entropy(↓):  2.001454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by taking sides actors
Start Entity:     Taking Sides
Gold Answer:      [['Swedish', 'French', 'English', 'Hungarian', 'German']]
Predicted Ans:    English
Predicted Path:   Taking Sides --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed --[in_language]--> English
Path (Raw):       Taking Sides --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed --[in_language]--> English
Neg LogProb(↓):   0.108488
Path Entropy(↓):  0.340177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for paranormal activity 2
Start Entity:     Paranormal Activity 2
Gold Answer:      [['Michael R. Perry']]
Predicted Ans:    Michael R. Perry
Predicted Path:   Paranormal Activity 2 --[written_by]--> Michael R. Perry --[(INV) written_by]--> Paranormal Activity 2 --[written_by]--> Michael R. Perry
Path (Raw):       Paranormal Activity 2 --[written_by]--> Michael R. Perry --[(INV) written_by]--> Paranormal Activity 2 --[written_by]--> Michael R. Perry
Neg LogProb(↓):   0.007133
Path Entropy(↓):  0.042239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by madame sin actors
Start Entity:     Madame Sin
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Madame Sin --[starred_actors]--> Robert Wagner --[(INV) starred_actors]--> Broken Lance --[has_genre]--> Western
Path (Raw):       Madame Sin --[starred_actors]--> Robert Wagner --[(INV) starred_actors]--> Broken Lance --[has_genre]--> Western
Neg LogProb(↓):   0.248978
Path Entropy(↓):  0.796376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film monty python and the holy grail starred which actors
Start Entity:     Monty Python and the Holy Grail
Gold Answer:      [['John Cleese', 'Terry Gilliam', 'Graham Chapman', 'Eric Idle']]
Predicted Ans:    Graham Chapman
Predicted Path:   Monty Python and the Holy Grail --[starred_actors]--> Graham Chapman --[(INV) starred_actors]--> Monty Python and the Holy Grail --[starred_actors]--> Graham Chapman
Path (Raw):       Monty Python and the Holy Grail --[starred_actors]--> Graham Chapman --[(INV) starred_actors]--> Monty Python and the Holy Grail --[starred_actors]--> Graham Chapman
Neg LogProb(↓):   0.232321
Path Entropy(↓):  0.811642
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of raise the titanic was who
Start Entity:     Raise the Titanic
Gold Answer:      [['Jerry Jameson']]
Predicted Ans:    Jerry Jameson
Predicted Path:   Raise the Titanic --[directed_by]--> Jerry Jameson --[(INV) directed_by]--> The Deadly Tower --[directed_by]--> Jerry Jameson
Path (Raw):       Raise the Titanic --[directed_by]--> Jerry Jameson --[(INV) directed_by]--> The Deadly Tower --[directed_by]--> Jerry Jameson
Neg LogProb(↓):   0.231276
Path Entropy(↓):  0.567345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by anupam kher fall under
Start Entity:     Anupam Kher
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Anupam Kher --[(INV) starred_actors]--> Bend It Like Beckham --[has_genre]--> Comedy
Path (Raw):       Anupam Kher --[No Operation]--> Anupam Kher --[(INV) starred_actors]--> Bend It Like Beckham --[has_genre]--> Comedy
Neg LogProb(↓):   0.433167
Path Entropy(↓):  0.741045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by brian benben in
Start Entity:     Brian Benben
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Brian Benben --[(INV) starred_actors]--> Radioland Murders --[has_genre]--> Comedy
Path (Raw):       Brian Benben --[No Operation]--> Brian Benben --[(INV) starred_actors]--> Radioland Murders --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by catherine johnson in
Start Entity:     Catherine Johnson
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Catherine Johnson --[(INV) written_by]--> Mamma Mia! --[has_genre]--> Comedy
Path (Raw):       Catherine Johnson --[No Operation]--> Catherine Johnson --[(INV) written_by]--> Mamma Mia! --[has_genre]--> Comedy
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by katie aselton
Start Entity:     Katie Aselton
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Katie Aselton --[(INV) starred_actors]--> Black Rock --[has_genre]--> Horror
Path (Raw):       Katie Aselton --[No Operation]--> Katie Aselton --[(INV) starred_actors]--> Black Rock --[has_genre]--> Horror
Neg LogProb(↓):   0.424197
Path Entropy(↓):  0.644748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie something of value were released in which years
Start Entity:     Something of Value
Gold Answer:      [['1970', '1954', '1959', '1967', '2007', '1968', '1963', '1957', '1953', '1956', '1971', '1961', '1955', '1978', '1964', '1966', '1960', '1965', '1969', '1952']]
Predicted Ans:    1959
Predicted Path:   Something of Value --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Path (Raw):       Something of Value --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> Pillow Talk --[release_year]--> 1959
Neg LogProb(↓):   0.521410
Path Entropy(↓):  1.486967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the doctor and the devils
Start Entity:     The Doctor and the Devils
Gold Answer:      [['Sara Sugarman', 'Don Bluth', 'Damian Harris', 'Michael Apted', 'Gary Goldman', 'Robert Ellis Miller', 'Alan Parker', 'Ken Russell', 'Terry Gilliam', 'Gene Wilder', 'Curtis Bernhardt', 'Joe Johnston', 'John Glen', 'Glenn Jordan', 'Ken Kwapis', 'Tanya Wexler', 'Jack Clayton', 'Rupert Wainwright', 'Axel Corti', 'Ken Hughes', 'Clarence Brown']]
Predicted Ans:    Clarence Brown
Predicted Path:   The Doctor and the Devils --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[directed_by]--> Clarence Brown
Path (Raw):       The Doctor and the Devils --[starred_actors]--> Timothy Dalton --[(INV) starred_actors]--> Possessed --[directed_by]--> Clarence Brown
Neg LogProb(↓):   0.216133
Path Entropy(↓):  0.569697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was moonlight and valentino directed by
Start Entity:     Moonlight and Valentino
Gold Answer:      [['David Anspaugh']]
Predicted Ans:    David Anspaugh
Predicted Path:   Moonlight and Valentino --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Rudy --[directed_by]--> David Anspaugh
Path (Raw):       Moonlight and Valentino --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Rudy --[directed_by]--> David Anspaugh
Neg LogProb(↓):   0.031803
Path Entropy(↓):  0.162728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in stranger on the third floor
Start Entity:     Stranger on the Third Floor
Gold Answer:      [['W. Somerset Maugham', 'Fritz Lang', 'Israel Zangwill', 'Dashiell Hammett', 'Joseph Anthony', 'John Huston', 'Paul Jarrico', 'Irwin Allen', 'Curt Siodmak', 'Menahem Golan', 'Ulli Lommel', 'Abe Burrows', 'Leueen MacGrath', 'Allen Vincent', "Thomas Edward O'Connell", 'Arthur Levinson', 'David Mamet', 'Melchior Lengyel', 'Aki Kaurismäki', 'Maurice Renard', 'Ben Livingston', 'Hannah Shakespeare', 'Brown Holmes', 'Maude Fulton', 'Jules Verne', 'Frank Gruber', 'Richard Matheson', 'Paula Milne', 'Jack Rose', 'William Templeton', 'John Garden', 'Edmund Beloin', 'Norman Foster', 'Charles Bennett', 'Edgar Allan Poe', 'Philip MacDonald', 'Vicente Aranda', 'S.K. Lauren', 'Fyodor Dostoevsky', 'Eric Ambler', 'Thea von Harbou', 'Howard Koch', 'John P. Marquand', 'George S. Kaufman', 'Barry Reed', 'W.R. Burnett', 'Peter Milne', 'Peter Lorre']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Stranger on the Third Floor --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Stranger on the Third Floor --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.803111
Path Entropy(↓):  2.566822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by zachary quinto release
Start Entity:     Zachary Quinto
Gold Answer:      [['2011', '2009', '2013']]
Predicted Ans:    2013
Predicted Path:   Zachary Quinto --[(INV) starred_actors]--> Star Trek Into Darkness --[release_year]--> 2013
Path (Raw):       Zachary Quinto --[No Operation]--> Zachary Quinto --[(INV) starred_actors]--> Star Trek Into Darkness --[release_year]--> 2013
Neg LogProb(↓):   0.607876
Path Entropy(↓):  0.888207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie king of the hill
Start Entity:     King of the Hill
Gold Answer:      [['Steven Soderbergh']]
Predicted Ans:    Steven Soderbergh
Predicted Path:   King of the Hill --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Sex, Lies, and Videotape --[written_by]--> Steven Soderbergh
Path (Raw):       King of the Hill --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Sex, Lies, and Videotape --[written_by]--> Steven Soderbergh
Neg LogProb(↓):   0.104120
Path Entropy(↓):  0.323466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of monty python and the holy grail
Start Entity:     Monty Python and the Holy Grail
Gold Answer:      [['1998', '1988', '2009', '2005', '1989', '1991', '1985', '1981', '2013', '1977']]
Predicted Ans:    1975
Predicted Path:   Monty Python and the Holy Grail --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Path (Raw):       Monty Python and the Holy Grail --[directed_by]--> Terry Gilliam --[(INV) directed_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Neg LogProb(↓):   1.303111
Path Entropy(↓):  2.138817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by penelope actors
Start Entity:     Penelope
Gold Answer:      [['Murray Schisgal', 'Herman Wouk', 'Elaine May', 'Christopher Guest', 'Stanley Mann', 'Luiz Bolognesi', 'Austregésilo Carrano', 'Edmund H. North', 'Takuji Ushiyama', 'Gavin Lambert', 'Duilio Coletti', 'Neil Simon', 'Blake Edwards', 'William Eastlake', 'David Mamet', 'Madonna', 'Claude Lelouch', 'Robert Aldrich', 'Charles Dickens', 'John Hopkins', 'Arnold Schulman', 'Fred Coe', 'Timo Tjahjanto', 'Leonard Ripps', 'Helen Gurley Brown', 'Bruce Robinson', 'John Cassavetes', 'David Garrett', 'Tennessee Williams', 'Jason Ward', 'Dave Eggers', 'Vendela Vida', 'Francis Ford Coppola', 'Guy Trosper', 'Farah Khan', 'Eugene Levy', 'Arthur A. Ross', 'Martin Cruz Smith', 'Stu Zicherman', 'Ben Karlin', 'William Inge', 'Andrew Bergman', 'Robert Zemeckis', 'Dave Barry', 'Tim Burton', 'Oakley Hall', 'Warren Lane', 'Mel Brooks', 'David Twohy', 'Arthur Laurents', 'Rosamond Marshall', 'Dennis Potter', 'Robert Alan Aurthur', 'Jerome Robbins', 'John Hill']]
Predicted Ans:    Neil Simon
Predicted Path:   Penelope --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> The Cheap Detective --[written_by]--> Neil Simon
Path (Raw):       Penelope --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> The Cheap Detective --[written_by]--> Neil Simon
Neg LogProb(↓):   1.314819
Path Entropy(↓):  1.611539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by aubrey plaza
Start Entity:     Aubrey Plaza
Gold Answer:      [['Jeff Baena', 'Maggie Carey']]
Predicted Ans:    Jeff Baena
Predicted Path:   Aubrey Plaza --[(INV) starred_actors]--> Life After Beth --[directed_by]--> Jeff Baena
Path (Raw):       Aubrey Plaza --[No Operation]--> Aubrey Plaza --[(INV) starred_actors]--> Life After Beth --[directed_by]--> Jeff Baena
Neg LogProb(↓):   0.011368
Path Entropy(↓):  0.061911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed bogus
Start Entity:     Bogus
Gold Answer:      [['French', 'Latin', 'Russian']]
Predicted Ans:    French
Predicted Path:   Bogus --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Path (Raw):       Bogus --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Neg LogProb(↓):   0.016097
Path Entropy(↓):  0.092173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by jeff feuerzeig
Start Entity:     Jeff Feuerzeig
Gold Answer:      [['Documentary', 'Music']]
Predicted Ans:    Documentary
Predicted Path:   Jeff Feuerzeig --[(INV) written_by]--> The Devil and Daniel Johnston --[has_genre]--> Documentary
Path (Raw):       Jeff Feuerzeig --[No Operation]--> Jeff Feuerzeig --[(INV) written_by]--> The Devil and Daniel Johnston --[has_genre]--> Documentary
Neg LogProb(↓):   0.000591
Path Entropy(↓):  0.004993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie killer elite about
Start Entity:     Killer Elite
Gold Answer:      [['jason statham', 'action', 'clive owen', 'robert de niro', 'yvonne strahovski']]
Predicted Ans:    yvonne strahovski
Predicted Path:   Killer Elite --[has_tags]--> yvonne strahovski --[(INV) has_tags]--> Killer Elite --[has_tags]--> yvonne strahovski
Path (Raw):       Killer Elite --[has_tags]--> yvonne strahovski --[(INV) has_tags]--> Killer Elite --[has_tags]--> yvonne strahovski
Neg LogProb(↓):   0.042520
Path Entropy(↓):  0.215736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the east actors
Start Entity:     The East
Gold Answer:      [['Nicholas Jarecki', 'Christopher Nolan', 'Björne Larson', 'Mike Cahill', 'Johan Kling', 'Mark Poirier', 'Lars von Trier', 'Zal Batmanglij', 'Brit Marling', 'Clark Gregg', 'Lois Lowry', 'John Krokidas', 'Austin Bunn', 'Maureen Medved', 'James Gunn', 'Marielle Heller', 'Diablo Cody', 'Phoebe Gloeckner', 'Brian Nelson', 'Henry James']]
Predicted Ans:    Nicholas Jarecki
Predicted Path:   The East --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> Arbitrage --[written_by]--> Nicholas Jarecki
Path (Raw):       The East --[starred_actors]--> Brit Marling --[(INV) starred_actors]--> Arbitrage --[written_by]--> Nicholas Jarecki
Neg LogProb(↓):   0.322608
Path Entropy(↓):  0.681694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by sande zeig
Start Entity:     Sande Zeig
Gold Answer:      [['Agathe de La Boulaye', 'Sienna Miller', 'Abbie Cornish', 'Toby Jones', 'Claire Keim']]
Predicted Ans:    Toby Jones
Predicted Path:   Sande Zeig --[(INV) directed_by]--> The Girl --[starred_actors]--> Toby Jones
Path (Raw):       Sande Zeig --[No Operation]--> Sande Zeig --[(INV) directed_by]--> The Girl --[starred_actors]--> Toby Jones
Neg LogProb(↓):   0.313223
Path Entropy(↓):  0.904056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of frankenstein
Start Entity:     Frankenstein
Gold Answer:      [['Richard Quine', 'Richard Thorpe', 'Rouben Mamoulian', 'John Cromwell', 'Jean de Limur', 'Jay Anania', 'Kenneth Branagh', 'Tod Browning', 'Lambert Hillyer', 'Henry Hathaway', 'William Wyler', 'John Ford', 'Mel Brooks', 'Mervyn LeRoy', 'Terence Fisher', 'John Badham']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Frankenstein --[written_by]--> Mary Shelley --[(INV) written_by]--> Mary Shelley's Frankenstein --[directed_by]--> Kenneth Branagh
Path (Raw):       Frankenstein --[written_by]--> Mary Shelley --[(INV) written_by]--> Mary Shelley's Frankenstein --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.728150
Path Entropy(↓):  0.865824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by william sachs
Start Entity:     William Sachs
Gold Answer:      [['Alex Rebar', 'Burr DeBenning', 'Myron Healey']]
Predicted Ans:    Myron Healey
Predicted Path:   William Sachs --[(INV) directed_by]--> The Incredible Melting Man --[starred_actors]--> Myron Healey
Path (Raw):       William Sachs --[No Operation]--> William Sachs --[(INV) directed_by]--> The Incredible Melting Man --[starred_actors]--> Myron Healey
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for drugstore cowboy
Start Entity:     Drugstore Cowboy
Gold Answer:      [['James Fogle', 'Daniel Yost', 'Gus Van Sant']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Drugstore Cowboy --[written_by]--> Gus Van Sant --[(INV) written_by]--> Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant
Path (Raw):       Drugstore Cowboy --[written_by]--> Gus Van Sant --[(INV) written_by]--> Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant
Neg LogProb(↓):   0.033652
Path Entropy(↓):  0.184464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in barbarian queen
Start Entity:     Barbarian Queen
Gold Answer:      [['Lana Clarkson']]
Predicted Ans:    Lana Clarkson
Predicted Path:   Barbarian Queen --[starred_actors]--> Lana Clarkson --[(INV) starred_actors]--> Deathstalker --[starred_actors]--> Lana Clarkson
Path (Raw):       Barbarian Queen --[starred_actors]--> Lana Clarkson --[(INV) starred_actors]--> Deathstalker --[starred_actors]--> Lana Clarkson
Neg LogProb(↓):   0.050336
Path Entropy(↓):  0.197694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the secret of moonacre were released in which years
Start Entity:     The Secret of Moonacre
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The Secret of Moonacre --[starred_actors]--> Dakota Blue Richards --[(INV) starred_actors]--> The Golden Compass --[release_year]--> 2007
Path (Raw):       The Secret of Moonacre --[starred_actors]--> Dakota Blue Richards --[(INV) starred_actors]--> The Golden Compass --[release_year]--> 2007
Neg LogProb(↓):   0.023959
Path Entropy(↓):  0.112022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by wanda tuchock
Start Entity:     Wanda Tuchock
Gold Answer:      [['Franco Zeffirelli', 'King Vidor']]
Predicted Ans:    King Vidor
Predicted Path:   Wanda Tuchock --[(INV) written_by]--> The Champ --[directed_by]--> King Vidor
Path (Raw):       Wanda Tuchock --[No Operation]--> Wanda Tuchock --[(INV) written_by]--> The Champ --[directed_by]--> King Vidor
Neg LogProb(↓):   0.470899
Path Entropy(↓):  0.661849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of cynthia friedlob
Start Entity:     Cynthia Friedlob
Gold Answer:      [['Richard Brenne', 'John Semper', 'Michael Swerdlick', 'Wayne Allan Rice']]
Predicted Ans:    Richard Brenne
Predicted Path:   Cynthia Friedlob --[(INV) written_by]--> Class Act --[written_by]--> Richard Brenne
Path (Raw):       Cynthia Friedlob --[No Operation]--> Cynthia Friedlob --[(INV) written_by]--> Class Act --[written_by]--> Richard Brenne
Neg LogProb(↓):   0.152740
Path Entropy(↓):  0.512459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by dave chappelle
Start Entity:     Dave Chappelle
Gold Answer:      [['Guillermo Díaz', 'Jim Breuer', 'Harland Williams']]
Predicted Ans:    Harland Williams
Predicted Path:   Dave Chappelle --[(INV) written_by]--> Half Baked --[starred_actors]--> Harland Williams
Path (Raw):       Dave Chappelle --[No Operation]--> Dave Chappelle --[(INV) written_by]--> Half Baked --[starred_actors]--> Harland Williams
Neg LogProb(↓):   0.006526
Path Entropy(↓):  0.039347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by jim sonzero fall under
Start Entity:     Jim Sonzero
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jim Sonzero --[(INV) directed_by]--> Pulse --[has_genre]--> Horror
Path (Raw):       Jim Sonzero --[No Operation]--> Jim Sonzero --[(INV) directed_by]--> Pulse --[has_genre]--> Horror
Neg LogProb(↓):   1.098612
Path Entropy(↓):  1.098613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with prime minister
Start Entity:     prime minister
Gold Answer:      [['The Iron Lady']]
Predicted Ans:    The Iron Lady
Predicted Path:   prime minister --[(INV) has_tags]--> The Iron Lady --[has_tags]--> margaret thatcher --[(INV) has_tags]--> The Iron Lady
Path (Raw):       prime minister --[(INV) has_tags]--> The Iron Lady --[has_tags]--> margaret thatcher --[(INV) has_tags]--> The Iron Lady
Neg LogProb(↓):   0.529705
Path Entropy(↓):  0.678215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in murder! also appears in which movies
Start Entity:     Murder!
Gold Answer:      [['The Dark Angel', 'If You Could Only Cook', 'Foreign Correspondent', 'The Letter', 'Angel', 'When Ladies Meet', 'Zaza', 'The Good Fairy', 'The Painted Veil', 'Trouble in Paradise', 'Crack-Up']]
Predicted Ans:    The Letter
Predicted Path:   Murder! --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> The Letter
Path (Raw):       Murder! --[starred_actors]--> Herbert Marshall --[No Operation]--> Herbert Marshall --[(INV) starred_actors]--> The Letter
Neg LogProb(↓):   0.853806
Path Entropy(↓):  1.211429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by jamie travis
Start Entity:     Jamie Travis
Gold Answer:      [['Ari Graynor', 'James Wolk', 'Lauren Miller', 'Justin Long']]
Predicted Ans:    Justin Long
Predicted Path:   Jamie Travis --[(INV) directed_by]--> For a Good Time, Call... --[starred_actors]--> Justin Long
Path (Raw):       Jamie Travis --[No Operation]--> Jamie Travis --[(INV) directed_by]--> For a Good Time, Call... --[starred_actors]--> Justin Long
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of clear history
Start Entity:     Clear History
Gold Answer:      [['German']]
Predicted Ans:    Comedy
Predicted Path:   Clear History --[written_by]--> Larry David --[(INV) written_by]--> Clear History --[has_genre]--> Comedy
Path (Raw):       Clear History --[written_by]--> Larry David --[(INV) written_by]--> Clear History --[has_genre]--> Comedy
Neg LogProb(↓):   2.264819
Path Entropy(↓):  2.792027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by lawrence bassoff
Start Entity:     Lawrence Bassoff
Gold Answer:      [['John Allen Nelson', 'Deborah Shelton', 'Steve Levitt']]
Predicted Ans:    John Allen Nelson
Predicted Path:   Lawrence Bassoff --[(INV) directed_by]--> Hunk --[starred_actors]--> John Allen Nelson
Path (Raw):       Lawrence Bassoff --[No Operation]--> Lawrence Bassoff --[(INV) directed_by]--> Hunk --[starred_actors]--> John Allen Nelson
Neg LogProb(↓):   0.152065
Path Entropy(↓):  0.503886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by jim mccullough sr.
Start Entity:     Jim McCullough Sr.
Gold Answer:      [['Anna Chappell', 'Bill Thurman']]
Predicted Ans:    Anna Chappell
Predicted Path:   Jim McCullough Sr. --[(INV) directed_by]--> Mountaintop Motel Massacre --[starred_actors]--> Anna Chappell
Path (Raw):       Jim McCullough Sr. --[No Operation]--> Jim McCullough Sr. --[(INV) directed_by]--> Mountaintop Motel Massacre --[starred_actors]--> Anna Chappell
Neg LogProb(↓):   0.003331
Path Entropy(↓):  0.022299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie never too young to die were in which languages
Start Entity:     Never Too Young to Die
Gold Answer:      [['French']]
Predicted Ans:    gene simmons
Predicted Path:   Never Too Young to Die --[starred_actors]--> Gene Simmons --[(INV) starred_actors]--> Runaway --[has_tags]--> gene simmons
Path (Raw):       Never Too Young to Die --[starred_actors]--> Gene Simmons --[(INV) starred_actors]--> Runaway --[has_tags]--> gene simmons
Neg LogProb(↓):   0.591208
Path Entropy(↓):  0.929705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies starred by angie harmon released
Start Entity:     Angie Harmon
Gold Answer:      [['2001', '2006', '2003']]
Predicted Ans:    2006
Predicted Path:   Angie Harmon --[(INV) starred_actors]--> End Game --[release_year]--> 2006
Path (Raw):       Angie Harmon --[No Operation]--> Angie Harmon --[(INV) starred_actors]--> End Game --[release_year]--> 2006
Neg LogProb(↓):   0.012711
Path Entropy(↓):  0.074110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of in between days were directed by who
Start Entity:     In Between Days
Gold Answer:      [['So Yong Kim']]
Predicted Ans:    So Yong Kim
Predicted Path:   In Between Days --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen --[directed_by]--> So Yong Kim
Path (Raw):       In Between Days --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen --[directed_by]--> So Yong Kim
Neg LogProb(↓):   0.000202
Path Entropy(↓):  0.002020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did amy tan write
Start Entity:     Amy Tan
Gold Answer:      [['The Joy Luck Club']]
Predicted Ans:    The Joy Luck Club
Predicted Path:   Amy Tan --[(INV) written_by]--> The Joy Luck Club --[written_by]--> Amy Tan --[(INV) written_by]--> The Joy Luck Club
Path (Raw):       Amy Tan --[(INV) written_by]--> The Joy Luck Club --[written_by]--> Amy Tan --[(INV) written_by]--> The Joy Luck Club
Neg LogProb(↓):   0.000200
Path Entropy(↓):  0.001906
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by maynard eziashi were written by who
Start Entity:     Maynard Eziashi
Gold Answer:      [['Joyce Cary']]
Predicted Ans:    Joyce Cary
Predicted Path:   Maynard Eziashi --[(INV) starred_actors]--> Mister Johnson --[written_by]--> Joyce Cary
Path (Raw):       Maynard Eziashi --[No Operation]--> Maynard Eziashi --[(INV) starred_actors]--> Mister Johnson --[written_by]--> Joyce Cary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film pure country
Start Entity:     Pure Country
Gold Answer:      [['Lem Dobbs', 'Blake Edwards', 'James B. Harris', 'Mark Boal', 'Alan Rudolph', 'Joan Tewkesbury', 'Mel Brooks', 'James Ellroy', 'Josann McGibbon', 'Sara Parriott', 'Dan Lewandowski', 'Laura Bower Van Nuys']]
Predicted Ans:    Blake Edwards
Predicted Path:   Pure Country --[starred_actors]--> Lesley Ann Warren --[(INV) starred_actors]--> Victor Victoria --[written_by]--> Blake Edwards
Path (Raw):       Pure Country --[starred_actors]--> Lesley Ann Warren --[(INV) starred_actors]--> Victor Victoria --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.263746
Path Entropy(↓):  0.610985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the wild bunch were in which genres
Start Entity:     The Wild Bunch
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Wild Bunch --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Path (Raw):       The Wild Bunch --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Neg LogProb(↓):   1.010461
Path Entropy(↓):  2.032130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of valerie and her week of wonders
Start Entity:     Valerie and Her Week of Wonders
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Valerie and Her Week of Wonders --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Path (Raw):       Valerie and Her Week of Wonders --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Neg LogProb(↓):   2.198883
Path Entropy(↓):  3.355957
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by orson welles
Start Entity:     Orson Welles
Gold Answer:      [['Documentary', 'Drama', 'War', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Orson Welles --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Path (Raw):       Orson Welles --[No Operation]--> Orson Welles --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Neg LogProb(↓):   0.500264
Path Entropy(↓):  1.271583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by agustin diaz yanes were released in which years
Start Entity:     Agustín Díaz Yanes
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Agustín Díaz Yanes --[(INV) directed_by]--> Don't Tempt Me --[release_year]--> 2001
Path (Raw):       Agustín Díaz Yanes --[No Operation]--> Agustín Díaz Yanes --[(INV) directed_by]--> Don't Tempt Me --[release_year]--> 2001
Neg LogProb(↓):   0.000342
Path Entropy(↓):  0.003075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by leslie mann release
Start Entity:     Leslie Mann
Gold Answer:      [['2009', '1997', '2014', '2002', '2012', '2011', '2007']]
Predicted Ans:    2002
Predicted Path:   Leslie Mann --[(INV) starred_actors]--> Stealing Harvard --[release_year]--> 2002
Path (Raw):       Leslie Mann --[No Operation]--> Leslie Mann --[(INV) starred_actors]--> Stealing Harvard --[release_year]--> 2002
Neg LogProb(↓):   0.939595
Path Entropy(↓):  1.507196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did paul brannigan star in
Start Entity:     Paul Brannigan
Gold Answer:      [["The Angels' Share"]]
Predicted Ans:    The Angels' Share
Predicted Path:   Paul Brannigan --[(INV) starred_actors]--> The Angels' Share --[starred_actors]--> Paul Brannigan --[(INV) starred_actors]--> The Angels' Share
Path (Raw):       Paul Brannigan --[(INV) starred_actors]--> The Angels' Share --[starred_actors]--> Paul Brannigan --[(INV) starred_actors]--> The Angels' Share
Neg LogProb(↓):   0.377457
Path Entropy(↓):  0.850035
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the red shoes in
Start Entity:     The Red Shoes
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Red Shoes --[written_by]--> Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[in_language]--> German
Path (Raw):       The Red Shoes --[written_by]--> Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[in_language]--> German
Neg LogProb(↓):   0.687541
Path Entropy(↓):  1.101300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by luiz bolognesi fall under
Start Entity:     Luiz Bolognesi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Luiz Bolognesi --[(INV) written_by]--> Brainstorm --[has_genre]--> Drama
Path (Raw):       Luiz Bolognesi --[No Operation]--> Luiz Bolognesi --[(INV) written_by]--> Brainstorm --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the naked face
Start Entity:     The Naked Face
Gold Answer:      [['Thai', 'English', 'Greek', 'Korean', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   The Naked Face --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       The Naked Face --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   0.704299
Path Entropy(↓):  0.758676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of you'll never get rich
Start Entity:     You'll Never Get Rich
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    good
Predicted Path:   You'll Never Get Rich --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> Alabama Moon --[has_imdb_rating]--> good
Path (Raw):       You'll Never Get Rich --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> Alabama Moon --[has_imdb_rating]--> good
Neg LogProb(↓):   2.504409
Path Entropy(↓):  1.988330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by antonio dechent
Start Entity:     Antonio Dechent
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Antonio Dechent --[(INV) starred_actors]--> Intacto --[release_year]--> 2001
Path (Raw):       Antonio Dechent --[No Operation]--> Antonio Dechent --[(INV) starred_actors]--> Intacto --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about erotomania
Start Entity:     erotomania
Gold Answer:      [['He Loves Me... He Loves Me Not']]
Predicted Ans:    A Very Long Engagement
Predicted Path:   erotomania --[(INV) has_tags]--> He Loves Me... He Loves Me Not --[has_tags]--> audrey tautou --[(INV) has_tags]--> A Very Long Engagement
Path (Raw):       erotomania --[(INV) has_tags]--> He Loves Me... He Loves Me Not --[has_tags]--> audrey tautou --[(INV) has_tags]--> A Very Long Engagement
Neg LogProb(↓):   0.822396
Path Entropy(↓):  1.583535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed the strong man
Start Entity:     The Strong Man
Gold Answer:      [['Bing Crosby', 'Edward Arnold', 'Jack Holt', 'Cary Grant', 'Gary Cooper', 'James Stewart', 'Claude Rains', 'Katharine Hepburn', 'Ralph Bellamy', 'Liv Ullmann', 'Sally Kellerman', 'Craig Roberts', 'Yasmin Paige', 'Myrna Loy', 'Jack Carson', 'Barbara Stanwyck', 'Priscilla Lane', 'Adolphe Menjou', 'Ralph Graves', 'Raymond Massey', 'Robert Williams', 'Bette Davis', 'Joe Cook', 'Noah Taylor', 'Lionel Barrymore', 'Walter Connolly', 'Claudette Colbert', 'Louise Fazenda', 'Walter Huston', 'Edward G. Robinson', 'Glenn Ford', 'Carolyn Jones', 'Nils Asther', 'Loretta Young', 'Paddy Considine', 'Clark Gable', 'Jean Harlow', 'David Manners', 'Sam Hardy', 'Warner Baxter', 'George Kennedy', 'Frank Sinatra', 'Spencer Tracy', 'Fay Wray', 'Jean Arthur', 'Jane Wyman', 'Eleanor Parker', 'Peter Finch']]
Predicted Ans:    Bette Davis
Predicted Path:   The Strong Man --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Path (Raw):       The Strong Man --[directed_by]--> Frank Capra --[(INV) directed_by]--> Pocketful of Miracles --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.534170
Path Entropy(↓):  1.276112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie 2081
Start Entity:     2081
Gold Answer:      [['1988', '1980', '1995', '2001', '2008', '2010', '1982', '2006', '2013', '1985', '2002', '2012', '2011', '1956', '2007']]
Predicted Ans:    1982
Predicted Path:   2081 --[starred_actors]--> Julie Hagerty --[(INV) starred_actors]--> A Midsummer Night's Sex Comedy --[release_year]--> 1982
Path (Raw):       2081 --[starred_actors]--> Julie Hagerty --[(INV) starred_actors]--> A Midsummer Night's Sex Comedy --[release_year]--> 1982
Neg LogProb(↓):   0.742404
Path Entropy(↓):  1.335331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor esther williams is a co - star of who
Start Entity:     Esther Williams
Gold Answer:      [['Gene Kelly', 'David Brian', 'Van Johnson', 'Betty Garrett', 'Walter Pidgeon', 'Victor Mature', 'Frank Sinatra', 'Basil Rathbone', 'Howard Keel', 'Red Skelton']]
Predicted Ans:    Howard Keel
Predicted Path:   Esther Williams --[(INV) starred_actors]--> Jupiter's Darling --[starred_actors]--> Howard Keel
Path (Raw):       Esther Williams --[No Operation]--> Esther Williams --[(INV) starred_actors]--> Jupiter's Darling --[starred_actors]--> Howard Keel
Neg LogProb(↓):   0.271098
Path Entropy(↓):  0.619831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the strangers
Start Entity:     The Strangers
Gold Answer:      [['Nanci Kincaid', 'James Gunn', 'Matthew Chapman', 'Isabel Coixet', 'Tony Piccirillo', 'Len Wiseman', 'Alexander Pushkin', 'James Mangold', 'Gary Burns', 'Mike Binder', 'Zak Penn']]
Predicted Ans:    Len Wiseman
Predicted Path:   The Strangers --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> Underworld --[written_by]--> Len Wiseman
Path (Raw):       The Strangers --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> Underworld --[written_by]--> Len Wiseman
Neg LogProb(↓):   0.374378
Path Entropy(↓):  0.624858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the final season starred which actors
Start Entity:     The Final Season
Gold Answer:      [['Powers Boothe', 'Sean Astin']]
Predicted Ans:    Trace Adkins
Predicted Path:   The Final Season --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> Moms' Night Out --[starred_actors]--> Trace Adkins
Path (Raw):       The Final Season --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> Moms' Night Out --[starred_actors]--> Trace Adkins
Neg LogProb(↓):   0.619685
Path Entropy(↓):  1.074628
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of brainstorm
Start Entity:     Brainstorm
Gold Answer:      [['Nick of Time', 'Stand Up Guys', 'The Opportunists', 'Flowers in the Attic', 'Underworld U.S.A.', 'Meteor', 'High School High', 'A Cry in the Night', 'Too Late the Hero', 'The Addiction', 'The Deer Hunter', 'Suicide Kings', 'Forbidden Planet', 'Charly', 'Sunday in New York', 'The Prophecy II', 'The Dead Zone', '633 Squadron', 'Communion', 'The Star', 'Obsession', 'Batman Returns', 'The True Story of Jesse James', 'This Property Is Condemned', 'A Kiss Before Dying', 'Sex and the Single Girl', 'There Be Dragons', 'New Rose Hotel', 'The Girl He Left Behind', 'Sergeant Rutledge', 'Malone', 'The Dogs of War', 'Kangaroo Jack', 'Wedding Crashers', 'Marjorie Morningstar', 'Sailor of the King', 'The Great Northfield Minnesota Raid', 'Three Days of the Condor', 'Love with the Proper Stranger', 'The Prophecy', 'Homeboy', 'A View to a Kill', 'Balls of Fury', 'The Comfort of Strangers', 'Bad Day at Black Rock', 'Sarah, Plain and Tall', 'The Honey Pot', 'At Close Range', "Lion's Den", 'Autumn Leaves', 'Man on Fire', 'The Funeral', 'Catch Me If You Can', 'Penelope', 'Inside Daisy Clover', 'Hell to Eternity', 'The Best Man', 'Blast from the Past', 'Kill the Irishman', 'West Side Story', 'The Searchers', 'Excess Baggage', 'Click', 'PT 109', 'King of New York', 'Black God, White Devil', 'Splendor in the Grass', 'The Great Locomotive Chase', 'The Satan Bug', 'Last Man Standing', 'Wind', 'Gidget', 'The Great Race', "Heaven's Gate", 'Man of the Year', 'Behind the Sun', 'Biloxi Blues', 'The Maiden Heist', 'All the Fine Young Cannibals']]
Predicted Ans:    The Best Man
Predicted Path:   Brainstorm --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man
Path (Raw):       Brainstorm --[starred_actors]--> Cliff Robertson --[No Operation]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man
Neg LogProb(↓):   1.054754
Path Entropy(↓):  1.786197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by vincent mceveety
Start Entity:     Vincent McEveety
Gold Answer:      [['Sandy Duncan', 'Henry Fonda', 'Vera Miles', 'Robert Culp', 'James Stewart', 'Eric Shea', 'Joe Flynn', 'James Garner', 'Dean Jones']]
Predicted Ans:    Henry Fonda
Predicted Path:   Vincent McEveety --[(INV) directed_by]--> Firecreek --[starred_actors]--> Henry Fonda
Path (Raw):       Vincent McEveety --[No Operation]--> Vincent McEveety --[(INV) directed_by]--> Firecreek --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.090179
Path Entropy(↓):  0.294021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of clubbed was
Start Entity:     Clubbed
Gold Answer:      [['Neil Thompson']]
Predicted Ans:    Neil Thompson
Predicted Path:   Clubbed --[directed_by]--> Neil Thompson --[(INV) directed_by]--> Clubbed --[directed_by]--> Neil Thompson
Path (Raw):       Clubbed --[directed_by]--> Neil Thompson --[(INV) directed_by]--> Clubbed --[directed_by]--> Neil Thompson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was roger perry an actor in
Start Entity:     Roger Perry
Gold Answer:      [['The Thing with Two Heads']]
Predicted Ans:    The Thing with Two Heads
Predicted Path:   Roger Perry --[(INV) starred_actors]--> The Thing with Two Heads --[starred_actors]--> Don Marshall --[(INV) starred_actors]--> The Thing with Two Heads
Path (Raw):       Roger Perry --[(INV) starred_actors]--> The Thing with Two Heads --[starred_actors]--> Don Marshall --[(INV) starred_actors]--> The Thing with Two Heads
Neg LogProb(↓):   0.128469
Path Entropy(↓):  0.403239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of julia loktev directed films
Start Entity:     Julia Loktev
Gold Answer:      [['Tom Bissell']]
Predicted Ans:    Julia Loktev
Predicted Path:   Julia Loktev --[(INV) directed_by]--> Day Night Day Night --[written_by]--> Julia Loktev
Path (Raw):       Julia Loktev --[No Operation]--> Julia Loktev --[(INV) directed_by]--> Day Night Day Night --[written_by]--> Julia Loktev
Neg LogProb(↓):   0.243438
Path Entropy(↓):  0.640328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share writers with the movie the fall of the house of usher were in which languages
Start Entity:     The Fall of the House of Usher
Gold Answer:      [['English', 'French', 'Italian', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Fall of the House of Usher --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[in_language]--> Spanish
Path (Raw):       The Fall of the House of Usher --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[in_language]--> Spanish
Neg LogProb(↓):   0.731916
Path Entropy(↓):  1.658022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by alan rudolph
Start Entity:     Alan Rudolph
Gold Answer:      [['1976', '1980', '1978', '1988', '1997', '1970', '2000', '1990', '2003', '1992', '1991', '1982', '1985', '1999', '2002', '1994', '1987', '1984']]
Predicted Ans:    1976
Predicted Path:   Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[release_year]--> 1976
Path (Raw):       Alan Rudolph --[No Operation]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[release_year]--> 1976
Neg LogProb(↓):   1.256961
Path Entropy(↓):  2.004843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in gridlock'd
Start Entity:     Gridlock'd
Gold Answer:      [['Tim Roth', 'Tupac Shakur', 'Thandie Newton']]
Predicted Ans:    Tim Roth
Predicted Path:   Gridlock'd --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[starred_actors]--> Tim Roth
Path (Raw):       Gridlock'd --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[starred_actors]--> Tim Roth
Neg LogProb(↓):   0.052063
Path Entropy(↓):  0.235839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by alec baldwin in
Start Entity:     Alec Baldwin
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Alec Baldwin --[(INV) starred_actors]--> The Confession --[in_language]--> French
Path (Raw):       Alec Baldwin --[No Operation]--> Alec Baldwin --[(INV) starred_actors]--> The Confession --[in_language]--> French
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed detention
Start Entity:     Detention
Gold Answer:      [['Finnish']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   Detention --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[directed_by]--> Sidney J. Furie
Path (Raw):       Detention --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[directed_by]--> Sidney J. Furie
Neg LogProb(↓):   0.461110
Path Entropy(↓):  0.829578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which topics is dead poets society about
Start Entity:     Dead Poets Society
Gold Answer:      [['poetry', 'teaching', 'drama', 'teacher', 'school', 'peter weir', 'own', 'robin williams', 'story']]
Predicted Ans:    teaching
Predicted Path:   Dead Poets Society --[has_tags]--> teaching --[(INV) has_tags]--> Dead Poets Society --[has_tags]--> teaching
Path (Raw):       Dead Poets Society --[has_tags]--> teaching --[(INV) has_tags]--> Dead Poets Society --[has_tags]--> teaching
Neg LogProb(↓):   0.003928
Path Entropy(↓):  0.030439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie home alone
Start Entity:     Home Alone
Gold Answer:      [['David Simkins', 'Robert Silverberg', 'Isaac Asimov', 'Steve Kloves', 'Chris Columbus', 'Anne Fine', 'Larry Doyle']]
Predicted Ans:    Anne Fine
Predicted Path:   Home Alone --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[written_by]--> Anne Fine
Path (Raw):       Home Alone --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Mrs. Doubtfire --[written_by]--> Anne Fine
Neg LogProb(↓):   0.386215
Path Entropy(↓):  1.196324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie invitation to a gunfighter were in which genres
Start Entity:     Invitation to a Gunfighter
Gold Answer:      [['Documentary', 'Western']]
Predicted Ans:    Documentary
Predicted Path:   Invitation to a Gunfighter --[written_by]--> Richard Wilson --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Path (Raw):       Invitation to a Gunfighter --[written_by]--> Richard Wilson --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Neg LogProb(↓):   0.436840
Path Entropy(↓):  0.695951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did hideyuki hirayama direct
Start Entity:     Hideyuki Hirayama
Gold Answer:      [['Sword of Desperation']]
Predicted Ans:    Sword of Desperation
Predicted Path:   Hideyuki Hirayama --[(INV) directed_by]--> Sword of Desperation --[directed_by]--> Hideyuki Hirayama --[(INV) directed_by]--> Sword of Desperation
Path (Raw):       Hideyuki Hirayama --[(INV) directed_by]--> Sword of Desperation --[directed_by]--> Hideyuki Hirayama --[(INV) directed_by]--> Sword of Desperation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by jane pollard released
Start Entity:     Jane Pollard
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Jane Pollard --[(INV) directed_by]--> 20,000 Days on Earth --[release_year]--> 2014
Path (Raw):       Jane Pollard --[No Operation]--> Jane Pollard --[(INV) directed_by]--> 20,000 Days on Earth --[release_year]--> 2014
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in guys and dolls
Start Entity:     Guys and Dolls
Gold Answer:      [['1980', '1970', '1946', '1954', '1959', '2006', '1967', '1935', '1979', '1984', '1977', '2007', '1968', '1963', '1998', '1933', '1957', '1951', '1953', '1994', '1956', '1995', '1976', '1972', '2001', '1990', '1996', '2012', '1961', '1955', '1962', '1978', '1964', '1949', '1997', '1966', '1950', '1960', '1925', '1965', '1945', '1969', '1952', '1958']]
Predicted Ans:    1972
Predicted Path:   Guys and Dolls --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[release_year]--> 1972
Path (Raw):       Guys and Dolls --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> The Godfather --[release_year]--> 1972
Neg LogProb(↓):   2.589521
Path Entropy(↓):  3.693622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie eagle eye released
Start Entity:     Eagle Eye
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Eagle Eye --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Eagle Eye --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.028909
Path Entropy(↓):  4.504329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by benoit jacquot
Start Entity:     Benoît Jacquot
Gold Answer:      [['Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[directed_by]--> Luis Buñuel
Path (Raw):       Benoît Jacquot --[No Operation]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.393906
Path Entropy(↓):  0.938803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for scorchers
Start Entity:     Scorchers
Gold Answer:      [['David Beaird']]
Predicted Ans:    David Beaird
Predicted Path:   Scorchers --[directed_by]--> David Beaird --[(INV) directed_by]--> My Chauffeur --[directed_by]--> David Beaird
Path (Raw):       Scorchers --[directed_by]--> David Beaird --[(INV) directed_by]--> My Chauffeur --[directed_by]--> David Beaird
Neg LogProb(↓):   0.478229
Path Entropy(↓):  0.664123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in john belushi acted films
Start Entity:     John Belushi
Gold Answer:      [['Japanese']]
Predicted Ans:    john belushi
Predicted Path:   John Belushi --[(INV) starred_actors]--> Neighbors --[has_tags]--> john belushi
Path (Raw):       John Belushi --[No Operation]--> John Belushi --[(INV) starred_actors]--> Neighbors --[has_tags]--> john belushi
Neg LogProb(↓):   0.130817
Path Entropy(↓):  0.372307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by babes in toyland actors
Start Entity:     Babes in Toyland
Gold Answer:      [['Linda Woolverton', 'Noel Langley', 'L. Frank Baum', 'William Asher', 'Samuel Hopkins Adams', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Edgar Allan Woolf', 'Florence Ryerson', 'Felix Salten']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Babes in Toyland --[starred_actors]--> Ed Wynn --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Babes in Toyland --[starred_actors]--> Ed Wynn --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.918615
Path Entropy(↓):  1.822105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to frank
Start Entity:     Frank
Gold Answer:      [['maggie gyllenhaal', 'michael fassbender', 'domhnall gleeson']]
Predicted Ans:    domhnall gleeson
Predicted Path:   Frank --[has_tags]--> domhnall gleeson --[(INV) has_tags]--> Frank --[has_tags]--> domhnall gleeson
Path (Raw):       Frank --[has_tags]--> domhnall gleeson --[(INV) has_tags]--> Frank --[has_tags]--> domhnall gleeson
Neg LogProb(↓):   0.008493
Path Entropy(↓):  0.051260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie... all the marbles
Start Entity:     ...All the Marbles
Gold Answer:      [['Neil Simon', 'Blake Edwards', 'Murray Schisgal', 'John Cassavetes', 'Jason Ward', 'David Garrett', 'David Mamet', 'William Eastlake', 'Dave Barry', 'Elaine May', 'Warren Lane', 'Claude Lelouch', 'Farah Khan', 'Arthur A. Ross', 'David Engelbach', 'Andrew Bergman', 'Duilio Coletti', 'John Hill']]
Predicted Ans:    Farah Khan
Predicted Path:   ...All the Marbles --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Happy New Year --[written_by]--> Farah Khan
Path (Raw):       ...All the Marbles --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Happy New Year --[written_by]--> Farah Khan
Neg LogProb(↓):   0.355209
Path Entropy(↓):  1.172137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by it's all about love screenwriters
Start Entity:     It's All About Love
Gold Answer:      [['Danish']]
Predicted Ans:    English
Predicted Path:   It's All About Love --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> It's All About Love --[in_language]--> English
Path (Raw):       It's All About Love --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> It's All About Love --[in_language]--> English
Neg LogProb(↓):   0.000170
Path Entropy(↓):  0.001644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films orange county are written by who
Start Entity:     Orange County
Gold Answer:      [['Jake Kasdan', 'Kate Angelo', 'Nicholas Stoller', 'Jason Segel', 'Gene Stupnitsky', 'Lee Eisenberg']]
Predicted Ans:    Gene Stupnitsky
Predicted Path:   Orange County --[directed_by]--> Jake Kasdan --[(INV) directed_by]--> Bad Teacher --[written_by]--> Gene Stupnitsky
Path (Raw):       Orange County --[directed_by]--> Jake Kasdan --[(INV) directed_by]--> Bad Teacher --[written_by]--> Gene Stupnitsky
Neg LogProb(↓):   0.556965
Path Entropy(↓):  1.073527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of million dollar legs
Start Entity:     Million Dollar Legs
Gold Answer:      [['Forsaking All Others', 'The Honey Pot', 'Somewhere in the Night', 'All About Eve', 'The Keys of the Kingdom', 'Skippy', 'The Quiet American', 'Dragonwyck', 'Cleopatra', 'Alice in Wonderland', 'No Way Out', 'People Will Talk', 'Guys and Dolls', 'If I Had a Million', 'A Letter to Three Wives', 'The Barefoot Contessa']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Million Dollar Legs --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Alice in Wonderland
Path (Raw):       Million Dollar Legs --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Alice in Wonderland --[No Operation]--> Alice in Wonderland
Neg LogProb(↓):   1.190762
Path Entropy(↓):  1.728578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by c. aubrey smith
Start Entity:     C. Aubrey Smith
Gold Answer:      [['Don Sharp', 'A. Edward Sutherland', 'Richard Quine', 'Richard Thorpe', 'John Cromwell', 'Jack Conway', 'Wesley Ruggles', 'Shekhar Kapur', 'Norman Jewison', 'John Ford', 'Zoltan Korda']]
Predicted Ans:    Wesley Ruggles
Predicted Path:   C. Aubrey Smith --[(INV) starred_actors]--> The Gilded Lily --[directed_by]--> Wesley Ruggles
Path (Raw):       C. Aubrey Smith --[No Operation]--> C. Aubrey Smith --[(INV) starred_actors]--> The Gilded Lily --[directed_by]--> Wesley Ruggles
Neg LogProb(↓):   0.542314
Path Entropy(↓):  1.201353
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed roadracers
Start Entity:     Roadracers
Gold Answer:      [['Frank Miller', 'Kevin Williamson', 'Robert Rodriguez', 'Allison Anders', 'Alexandre Rockwell', 'Quentin Tarantino']]
Predicted Ans:    Quentin Tarantino
Predicted Path:   Roadracers --[directed_by]--> Robert Rodriguez --[(INV) directed_by]--> Grindhouse --[written_by]--> Quentin Tarantino
Path (Raw):       Roadracers --[directed_by]--> Robert Rodriguez --[(INV) directed_by]--> Grindhouse --[written_by]--> Quentin Tarantino
Neg LogProb(↓):   0.746988
Path Entropy(↓):  1.635944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the crime of monsieur lange
Start Entity:     The Crime of Monsieur Lange
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   The Crime of Monsieur Lange --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       The Crime of Monsieur Lange --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   0.830787
Path Entropy(↓):  2.102079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the delta force
Start Entity:     The Delta Force
Gold Answer:      [['Over the Top', 'The Apple', 'Enter the Ninja', 'Over the Brooklyn Bridge', 'Crime and Punishment']]
Predicted Ans:    Crime and Punishment
Predicted Path:   The Delta Force --[directed_by]--> Menahem Golan --[(INV) directed_by]--> Crime and Punishment
Path (Raw):       The Delta Force --[No Operation]--> The Delta Force --[directed_by]--> Menahem Golan --[(INV) directed_by]--> Crime and Punishment
Neg LogProb(↓):   0.009789
Path Entropy(↓):  0.065573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did tia texada act in
Start Entity:     Tia Texada
Gold Answer:      [['Spartan']]
Predicted Ans:    The Thaw
Predicted Path:   Tia Texada --[(INV) starred_actors]--> Spartan --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Thaw
Path (Raw):       Tia Texada --[(INV) starred_actors]--> Spartan --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Thaw
Neg LogProb(↓):   0.043268
Path Entropy(↓):  0.249952
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for eaten alive!
Start Entity:     Eaten Alive!
Gold Answer:      [['Umberto Lenzi']]
Predicted Ans:    Umberto Lenzi
Predicted Path:   Eaten Alive! --[written_by]--> Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[written_by]--> Umberto Lenzi
Path (Raw):       Eaten Alive! --[written_by]--> Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[written_by]--> Umberto Lenzi
Neg LogProb(↓):   0.007916
Path Entropy(↓):  0.049954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by dennis o'keefe were in which genres
Start Entity:     Dennis O'Keefe
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dennis O'Keefe --[(INV) starred_actors]--> Hi Diddle Diddle --[has_genre]--> Comedy
Path (Raw):       Dennis O'Keefe --[No Operation]--> Dennis O'Keefe --[(INV) starred_actors]--> Hi Diddle Diddle --[has_genre]--> Comedy
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by loving you actors
Start Entity:     Loving You
Gold Answer:      [['Japanese', 'German']]
Predicted Ans:    German
Predicted Path:   Loving You --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> G.I. Blues --[in_language]--> German
Path (Raw):       Loving You --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> G.I. Blues --[in_language]--> German
Neg LogProb(↓):   0.000953
Path Entropy(↓):  0.007839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the north star director
Start Entity:     The North Star
Gold Answer:      [['W. Somerset Maugham', 'Erich Maria Remarque', 'John Steinbeck', 'Clifford Odets', 'Tom Miranda', 'Lewis Milestone', 'Billy Wilder', 'Harry Brown', 'John Patrick', 'Charles Lederer', 'Eugene Solow', 'Christine Jeffs', 'Kirsty Gunn', 'John Colton', 'Clemence Randolph', 'I.A.L. Diamond', 'Robert Rossen', 'William Woods', 'Charles G. Booth', 'Ben Hecht', 'Charles MacArthur', 'Charles Nordhoff', 'James Norman Hall', 'Horton Foote', 'Bartlett Cormack', 'Wallace Smith', 'George Marion Jr.']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   The North Star --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The Racket --[written_by]--> Bartlett Cormack
Path (Raw):       The North Star --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The Racket --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   1.327216
Path Entropy(↓):  1.847139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film body of war
Start Entity:     Body of War
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Body of War --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Body of War --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.023134
Path Entropy(↓):  4.590017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with martin compston
Start Entity:     Martin Compston
Gold Answer:      [['Eddie Marsan', 'Gemma Arterton']]
Predicted Ans:    Gemma Arterton
Predicted Path:   Martin Compston --[(INV) starred_actors]--> The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton
Path (Raw):       Martin Compston --[No Operation]--> Martin Compston --[(INV) starred_actors]--> The Disappearance of Alice Creed --[starred_actors]--> Gemma Arterton
Neg LogProb(↓):   0.001005
Path Entropy(↓):  0.008470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie dead or alive are written by who
Start Entity:     Dead or Alive
Gold Answer:      [['Shu Takumi', 'Minako Daira', 'Takashi Miike', 'Hiroshi Takahashi', 'Andrew Klavan', 'Hideo Yamamoto', 'Tatsuo Yoshida', 'Yasushi Akimoto', 'Daisuke Tengan', 'Kikumi Yamagishi']]
Predicted Ans:    Takashi Miike
Predicted Path:   Dead or Alive --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[directed_by]--> Takashi Miike
Path (Raw):       Dead or Alive --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[directed_by]--> Takashi Miike
Neg LogProb(↓):   0.414444
Path Entropy(↓):  1.178194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in a good year
Start Entity:     A Good Year
Gold Answer:      [['Russell Crowe', 'Albert Finney']]
Predicted Ans:    Russell Crowe
Predicted Path:   A Good Year --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> Tenderness --[starred_actors]--> Russell Crowe
Path (Raw):       A Good Year --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> Tenderness --[starred_actors]--> Russell Crowe
Neg LogProb(↓):   0.984093
Path Entropy(↓):  0.976473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of radioactive dreams
Start Entity:     Radioactive Dreams
Gold Answer:      [['Charles Band', 'Albert Pyun', 'Jack Kirby', 'Joe Simon', 'Ed Naha']]
Predicted Ans:    Albert Pyun
Predicted Path:   Radioactive Dreams --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Ticker --[directed_by]--> Albert Pyun
Path (Raw):       Radioactive Dreams --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Ticker --[directed_by]--> Albert Pyun
Neg LogProb(↓):   1.255881
Path Entropy(↓):  1.802410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is raw deal
Start Entity:     Raw Deal
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Raw Deal --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Raw Deal --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   0.983726
Path Entropy(↓):  2.415173
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the look of love
Start Entity:     The Look of Love
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Look of Love --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Path (Raw):       The Look of Love --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> I Want You --[in_language]--> English
Neg LogProb(↓):   0.018760
Path Entropy(↓):  0.107332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of mostly martha
Start Entity:     Mostly Martha
Gold Answer:      [['Sandra Nettelbeck']]
Predicted Ans:    Sandra Nettelbeck
Predicted Path:   Mostly Martha --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> Helen --[written_by]--> Sandra Nettelbeck
Path (Raw):       Mostly Martha --[written_by]--> Sandra Nettelbeck --[(INV) written_by]--> Helen --[written_by]--> Sandra Nettelbeck
Neg LogProb(↓):   0.304357
Path Entropy(↓):  0.657571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of creature with the atom brain
Start Entity:     Creature with the Atom Brain
Gold Answer:      [['John Carradine', 'Claude Rains', 'Ralph Bellamy', 'Jon Hall', 'King Donovan', 'Jean Byron', 'Nan Grey', 'Cedric Hardwicke', 'Richard Carlson', 'Lex Barker', 'Brenda Joyce', 'Nancy Reagan', 'Lew Ayres', 'John Sutton', 'Olle Sarri', 'Boris Karloff', 'Ilona Massey', 'Evelyn Ankers', 'Albert Dekker', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Richard Denning
Predicted Path:   Creature with the Atom Brain --[written_by]--> Curt Siodmak --[(INV) written_by]--> Creature with the Atom Brain --[starred_actors]--> Richard Denning
Path (Raw):       Creature with the Atom Brain --[written_by]--> Curt Siodmak --[(INV) written_by]--> Creature with the Atom Brain --[starred_actors]--> Richard Denning
Neg LogProb(↓):   0.917400
Path Entropy(↓):  1.363744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies written by michael powell
Start Entity:     Michael Powell
Gold Answer:      [['Drama', 'War', 'Music']]
Predicted Ans:    War
Predicted Path:   Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[has_genre]--> War
Path (Raw):       Michael Powell --[No Operation]--> Michael Powell --[(INV) written_by]--> One of Our Aircraft Is Missing --[has_genre]--> War
Neg LogProb(↓):   0.000512
Path Entropy(↓):  0.004462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of when we leave
Start Entity:     When We Leave
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   When We Leave --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds --[in_language]--> German
Path (Raw):       When We Leave --[written_by]--> Feo Aladag --[(INV) written_by]--> Inbetween Worlds --[in_language]--> German
Neg LogProb(↓):   0.000324
Path Entropy(↓):  0.002926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of cop
Start Entity:     Cop
Gold Answer:      [['Martin Balsam', 'Richard Widmark', 'Sidney Poitier', 'Takeshi Kitano', 'Viggo Mortensen', 'Lolita Davidovich', 'Dennis Hopper', 'Wesley Snipes', 'James MacArthur']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Cop --[directed_by]--> James B. Harris --[(INV) directed_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Path (Raw):       Cop --[directed_by]--> James B. Harris --[(INV) directed_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.414121
Path Entropy(↓):  0.882743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ray bradbury were released in which years
Start Entity:     Ray Bradbury
Gold Answer:      [['1983', '1998', '1966', '2005', '1993', '1953', '1969', '1956']]
Predicted Ans:    1966
Predicted Path:   Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[release_year]--> 1966
Path (Raw):       Ray Bradbury --[No Operation]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[release_year]--> 1966
Neg LogProb(↓):   0.060649
Path Entropy(↓):  0.310434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of mother joan of the angels starred who
Start Entity:     Mother Joan of the Angels
Gold Answer:      [['Steve Zahn', 'Danny Glover', 'Leelee Sobieski', 'Matthias Schweighöfer']]
Predicted Ans:    Danny Glover
Predicted Path:   Mother Joan of the Angels --[written_by]--> Jerzy Kawalerowicz --[(INV) written_by]--> Night Train --[starred_actors]--> Danny Glover
Path (Raw):       Mother Joan of the Angels --[written_by]--> Jerzy Kawalerowicz --[(INV) written_by]--> Night Train --[starred_actors]--> Danny Glover
Neg LogProb(↓):   0.050305
Path Entropy(↓):  0.219394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in griff the invisible
Start Entity:     Griff the Invisible
Gold Answer:      [['Thriller', 'Horror', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Griff the Invisible --[starred_actors]--> Ryan Kwanten --[(INV) starred_actors]--> Not Suitable for Children --[has_genre]--> Comedy
Path (Raw):       Griff the Invisible --[starred_actors]--> Ryan Kwanten --[(INV) starred_actors]--> Not Suitable for Children --[has_genre]--> Comedy
Neg LogProb(↓):   0.386856
Path Entropy(↓):  0.776379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the new girlfriend fall under
Start Entity:     The New Girlfriend
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The New Girlfriend --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The New Girlfriend --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.211710
Path Entropy(↓):  4.510220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jose ferrer were written by who
Start Entity:     José Ferrer
Gold Answer:      [['Grace Metalious', 'Ronald Alexander']]
Predicted Ans:    José Ferrer
Predicted Path:   José Ferrer --[(INV) directed_by]--> The Cockleshell Heroes --[directed_by]--> José Ferrer
Path (Raw):       José Ferrer --[No Operation]--> José Ferrer --[(INV) directed_by]--> The Cockleshell Heroes --[directed_by]--> José Ferrer
Neg LogProb(↓):   0.393116
Path Entropy(↓):  0.972682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by john carradine release
Start Entity:     John Carradine
Gold Answer:      [['1939', '2009', '1966', '1972', '1944', '1957', '2006', '1945', '1974', '1956', '1977', '1943']]
Predicted Ans:    1944
Predicted Path:   John Carradine --[(INV) starred_actors]--> Bluebeard --[release_year]--> 1944
Path (Raw):       John Carradine --[No Operation]--> John Carradine --[(INV) starred_actors]--> Bluebeard --[release_year]--> 1944
Neg LogProb(↓):   1.144172
Path Entropy(↓):  2.113304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote stakeout
Start Entity:     Stakeout
Gold Answer:      [['Lori Loughlin', 'Michael Nouri', 'Clarence Felder', 'Corbin Bernsen', 'Hoyt Axton', 'Fred Gwynne', 'C. Thomas Howell', 'Sean Bean', 'Justin Bartha', 'Nicolas Cage', 'Dennis Quaid', 'Claudia Christian', 'Ray Liotta', 'Diane Kruger', 'Kyle MacLachlan', 'James Belushi', 'Tupac Shakur', 'Denis Leary', 'Kelly Preston', 'Doug E. Doug', 'Danny Glover']]
Predicted Ans:    Emilio Estevez
Predicted Path:   Stakeout --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout --[starred_actors]--> Emilio Estevez
Path (Raw):       Stakeout --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.228285
Path Entropy(↓):  0.757061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of movie is howl's moving castle
Start Entity:     Howl's Moving Castle
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Howl's Moving Castle --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       Howl's Moving Castle --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   1.425991
Path Entropy(↓):  2.042532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of wetlands
Start Entity:     Wetlands
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Wetlands --[directed_by]--> David Wnendt --[(INV) directed_by]--> Combat Girls --[release_year]--> 2011
Path (Raw):       Wetlands --[directed_by]--> David Wnendt --[(INV) directed_by]--> Combat Girls --[release_year]--> 2011
Neg LogProb(↓):   0.109826
Path Entropy(↓):  0.333806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by kathy bates
Start Entity:     Kathy Bates
Gold Answer:      [['Rick Moody', 'Ted Tally', 'David Hollander', 'Chris Crutcher', 'Jill Gordon', 'Fannie Flagg', 'Carol Sobieski', 'Alvin Sargent', 'Don Roos', 'Stephen King', 'Melissa McCarthy', 'Glenn Savan', 'Ben Falcone', 'Phil Dornfeld', 'George Augusto', 'Ravi Kumar', 'Joe Klein', 'Adam Sandler']]
Predicted Ans:    Joe Klein
Predicted Path:   Kathy Bates --[(INV) starred_actors]--> Primary Colors --[written_by]--> Joe Klein
Path (Raw):       Kathy Bates --[No Operation]--> Kathy Bates --[(INV) starred_actors]--> Primary Colors --[written_by]--> Joe Klein
Neg LogProb(↓):   0.551471
Path Entropy(↓):  0.980616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film somewhere in the night released
Start Entity:     Somewhere in the Night
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Somewhere in the Night --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       Somewhere in the Night --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   2.506847
Path Entropy(↓):  3.589648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie this island earth, when was it released
Start Entity:     This Island Earth
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   This Island Earth --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       This Island Earth --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   1.293855
Path Entropy(↓):  2.873868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed you got served
Start Entity:     You Got Served
Gold Answer:      [['Chris Stokes']]
Predicted Ans:    Chris Stokes
Predicted Path:   You Got Served --[directed_by]--> Chris Stokes --[(INV) directed_by]--> You Got Served --[directed_by]--> Chris Stokes
Path (Raw):       You Got Served --[directed_by]--> Chris Stokes --[(INV) directed_by]--> You Got Served --[directed_by]--> Chris Stokes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Eric wareheim appears in which movies
Start Entity:     Eric Wareheim
Gold Answer:      [['The Comedy']]
Predicted Ans:    The Comedy
Predicted Path:   Eric Wareheim --[(INV) starred_actors]--> The Comedy --[starred_actors]--> James Murphy --[(INV) starred_actors]--> The Comedy
Path (Raw):       Eric Wareheim --[(INV) starred_actors]--> The Comedy --[starred_actors]--> James Murphy --[(INV) starred_actors]--> The Comedy
Neg LogProb(↓):   0.212469
Path Entropy(↓):  0.499839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by mark medoff
Start Entity:     Mark Medoff
Gold Answer:      [['Truman Capote', 'Douglas Sloan']]
Predicted Ans:    Mark Medoff
Predicted Path:   Mark Medoff --[(INV) written_by]--> Children of a Lesser God --[written_by]--> Mark Medoff
Path (Raw):       Mark Medoff --[No Operation]--> Mark Medoff --[(INV) written_by]--> Children of a Lesser God --[written_by]--> Mark Medoff
Neg LogProb(↓):   0.209089
Path Entropy(↓):  0.645968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the film ass backwards
Start Entity:     Ass Backwards
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Ass Backwards --[release_year]--> 2013 --[(INV) release_year]--> Love and Honor --[release_year]--> 2013
Path (Raw):       Ass Backwards --[release_year]--> 2013 --[(INV) release_year]--> Love and Honor --[release_year]--> 2013
Neg LogProb(↓):   3.171066
Path Entropy(↓):  4.640974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of santa fe trail
Start Entity:     Santa Fe Trail
Gold Answer:      [['Confidential Agent', 'Bright Victory', 'Dodge City', 'Virginia City', 'Yankee Doodle Dandy']]
Predicted Ans:    Santa Fe Trail
Predicted Path:   Santa Fe Trail --[written_by]--> Robert Buckner --[(INV) written_by]--> Santa Fe Trail
Path (Raw):       Santa Fe Trail --[No Operation]--> Santa Fe Trail --[written_by]--> Robert Buckner --[(INV) written_by]--> Santa Fe Trail
Neg LogProb(↓):   0.379208
Path Entropy(↓):  1.064428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of the descent
Start Entity:     The Descent
Gold Answer:      [['Neil Marshall']]
Predicted Ans:    Neil Marshall
Predicted Path:   The Descent --[directed_by]--> Neil Marshall --[(INV) directed_by]--> The Descent --[written_by]--> Neil Marshall
Path (Raw):       The Descent --[directed_by]--> Neil Marshall --[(INV) directed_by]--> The Descent --[written_by]--> Neil Marshall
Neg LogProb(↓):   0.067239
Path Entropy(↓):  0.308785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film avalon
Start Entity:     Avalon
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Avalon --[in_language]--> Polish --[(INV) in_language]--> Vabank --[in_language]--> Polish
Path (Raw):       Avalon --[in_language]--> Polish --[(INV) in_language]--> Vabank --[in_language]--> Polish
Neg LogProb(↓):   0.477785
Path Entropy(↓):  1.033428
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the express also wrote which movies
Start Entity:     The Express
Gold Answer:      [['K-PAX']]
Predicted Ans:    The Express
Predicted Path:   The Express --[written_by]--> Charles Leavitt --[(INV) written_by]--> The Express
Path (Raw):       The Express --[written_by]--> Charles Leavitt --[(INV) written_by]--> The Express --[No Operation]--> The Express
Neg LogProb(↓):   0.023726
Path Entropy(↓):  0.111167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the writer of the film where the heart is
Start Entity:     Where the Heart Is
Gold Answer:      [['Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    John Boorman
Predicted Path:   Where the Heart Is --[written_by]--> John Boorman --[(INV) written_by]--> The Tiger's Tail --[written_by]--> John Boorman
Path (Raw):       Where the Heart Is --[written_by]--> John Boorman --[(INV) written_by]--> The Tiger's Tail --[written_by]--> John Boorman
Neg LogProb(↓):   0.171219
Path Entropy(↓):  0.642448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies together with gill dennis
Start Entity:     Gill Dennis
Gold Answer:      [['James Mangold', 'Johnny Cash']]
Predicted Ans:    Gill Dennis
Predicted Path:   Gill Dennis --[(INV) written_by]--> Walk the Line --[written_by]--> Gill Dennis
Path (Raw):       Gill Dennis --[No Operation]--> Gill Dennis --[(INV) written_by]--> Walk the Line --[written_by]--> Gill Dennis
Neg LogProb(↓):   0.706542
Path Entropy(↓):  0.848682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of the shoes of the fisherman
Start Entity:     The Shoes of the Fisherman
Gold Answer:      [['Max von Sydow', 'George Hamilton', 'Glynis Johns', 'Dana Wynter', 'Gary Cooper', 'Robert Joy', 'Daniel J. Travanti', 'Robert Wagner', 'Richard Jordan', 'Will Sampson', 'Cheryl Ladd', 'Michael Redgrave', 'Charlton Heston', 'Roscoe Lee Browne', "Edmond O'Brien", 'Kris Kristofferson', 'James Cagney', 'Michael York', 'Don Murray', 'Senta Berger', 'Steven Bauer', 'Susan Kohner', 'Richard Harris', 'Alec Guinness', 'Charlotte Rampling', 'George Segal', 'Roy Dupuis', 'Jan Sterling', 'Natalie Wood', 'Deborah Kerr', 'Jenny Agutter']]
Predicted Ans:    Charlton Heston
Predicted Path:   The Shoes of the Fisherman --[directed_by]--> Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[starred_actors]--> Charlton Heston
Path (Raw):       The Shoes of the Fisherman --[directed_by]--> Michael Anderson --[(INV) directed_by]--> The Wreck of the Mary Deare --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.787866
Path Entropy(↓):  1.632578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in untamed heart also appears in which films
Start Entity:     Untamed Heart
Gold Answer:      [['Mobsters', 'Murder in the First', 'Bed of Roses', '3000 Miles to Graceland', 'The Wrestler', 'Young Guns II', 'Kuffs', 'Only You', 'Jimmy Hollywood', 'Danika', 'Inescapable', 'The Paper', "Dolan's Cadillac", 'Slums of Beverly Hills', 'Soldiers of Fortune', "Before the Devil Knows You're Dead", 'Unhook the Stars', 'Heathers', 'Who Is Cletis Tout?', 'The Contender', 'Hard Rain', 'Parental Guidance', 'He Was a Quiet Man', 'Alone in the Dark', 'The Watcher', 'Broken Arrow', 'The Guru', 'The Perez Family', 'True Romance', 'My Cousin Vinny', 'Happy Accidents', 'The River Murders', 'The Deal', 'Julian Po', 'Very Bad Things', 'The Rewrite', 'The Lincoln Lawyer', 'Pump Up the Volume', 'Beyond the Stars', 'Cyrus', 'Gleaming the Cube', 'The Name of the Rose', 'Guns, Girls and Gambling', 'In the Bedroom']]
Predicted Ans:    Kuffs
Predicted Path:   Untamed Heart --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Kuffs
Path (Raw):       Untamed Heart --[starred_actors]--> Christian Slater --[No Operation]--> Christian Slater --[(INV) starred_actors]--> Kuffs
Neg LogProb(↓):   1.366258
Path Entropy(↓):  2.213956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film snow cake
Start Entity:     Snow Cake
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Snow Cake --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Snow Cake --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.812829
Path Entropy(↓):  4.540315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor hilton mcrae acted together with who
Start Entity:     Hilton McRae
Gold Answer:      [['Meryl Streep', 'Jeremy Irons']]
Predicted Ans:    Jeremy Irons
Predicted Path:   Hilton McRae --[(INV) starred_actors]--> The French Lieutenant's Woman --[starred_actors]--> Jeremy Irons
Path (Raw):       Hilton McRae --[No Operation]--> Hilton McRae --[(INV) starred_actors]--> The French Lieutenant's Woman --[starred_actors]--> Jeremy Irons
Neg LogProb(↓):   0.043598
Path Entropy(↓):  0.205808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the italian job
Start Entity:     The Italian Job
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job --[has_genre]--> Action
Path (Raw):       The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   0.115655
Path Entropy(↓):  0.394401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of crimes of the future
Start Entity:     Crimes of the Future
Gold Answer:      [['1983', '1988', '2012', '1991', '1969', '1996', '2004', '2014', '1979', '1981', '1986', '1958', '1977']]
Predicted Ans:    1977
Predicted Path:   Crimes of the Future --[written_by]--> David Cronenberg --[(INV) written_by]--> Rabid --[release_year]--> 1977
Path (Raw):       Crimes of the Future --[written_by]--> David Cronenberg --[(INV) written_by]--> Rabid --[release_year]--> 1977
Neg LogProb(↓):   1.022840
Path Entropy(↓):  1.765285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by leo gordon in
Start Entity:     Leo Gordon
Gold Answer:      [['Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Leo Gordon --[(INV) written_by]--> Tobruk --[in_language]--> Italian
Path (Raw):       Leo Gordon --[No Operation]--> Leo Gordon --[(INV) written_by]--> Tobruk --[in_language]--> Italian
Neg LogProb(↓):   0.009680
Path Entropy(↓):  0.054647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did neil diamond direct
Start Entity:     Neil Diamond
Gold Answer:      [['Reel Injun']]
Predicted Ans:    Reel Injun
Predicted Path:   Neil Diamond --[(INV) directed_by]--> Reel Injun --[directed_by]--> Jeremiah Hayes --[(INV) directed_by]--> Reel Injun
Path (Raw):       Neil Diamond --[(INV) directed_by]--> Reel Injun --[directed_by]--> Jeremiah Hayes --[(INV) directed_by]--> Reel Injun
Neg LogProb(↓):   0.000123
Path Entropy(↓):  0.001265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with cherry crush fall under
Start Entity:     Cherry Crush
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Cherry Crush --[starred_actors]--> Jonathan Tucker --[(INV) starred_actors]--> Veronika Decides to Die --[has_genre]--> Drama
Path (Raw):       Cherry Crush --[starred_actors]--> Jonathan Tucker --[(INV) starred_actors]--> Veronika Decides to Die --[has_genre]--> Drama
Neg LogProb(↓):   0.108442
Path Entropy(↓):  0.387611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of stagecoach
Start Entity:     Stagecoach
Gold Answer:      [['Sam Wood', 'Jacques Tourneur', 'Cecil B. DeMille', 'Dudley Nichols', 'John Ford', 'Leo McCarey', 'Elia Kazan', 'Howard Hawks']]
Predicted Ans:    Leo McCarey
Predicted Path:   Stagecoach --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[directed_by]--> Leo McCarey
Path (Raw):       Stagecoach --[written_by]--> Dudley Nichols --[(INV) written_by]--> The Bells of St. Mary's --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.343535
Path Entropy(↓):  0.807185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer jesse archer
Start Entity:     Jesse Archer
Gold Answer:      [['Mindy Cohn', 'Marcus Patrick']]
Predicted Ans:    Mindy Cohn
Predicted Path:   Jesse Archer --[(INV) written_by]--> Violet Tendencies --[starred_actors]--> Mindy Cohn
Path (Raw):       Jesse Archer --[No Operation]--> Jesse Archer --[(INV) written_by]--> Violet Tendencies --[starred_actors]--> Mindy Cohn
Neg LogProb(↓):   0.477987
Path Entropy(↓):  0.723333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of undercover brother also starred in which movies
Start Entity:     Undercover Brother
Gold Answer:      [['Blast', 'Good Advice', 'Double Take', 'Foolish', 'Corky Romano', 'Date Movie', 'Blonde and Blonder', 'The Third Wheel', 'The Meteor Man', 'Monkeybone', 'Tammy and the T-Rex', 'A Night at the Roxbury', 'Kambakkht Ishq', 'The Walking Dead', 'Valentine', 'Drop Dead Gorgeous', 'Urban Justice']]
Predicted Ans:    The Walking Dead
Predicted Path:   Undercover Brother --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead
Path (Raw):       Undercover Brother --[starred_actors]--> Eddie Griffin --[No Operation]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead
Neg LogProb(↓):   0.155569
Path Entropy(↓):  0.562936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is the iron lady
Start Entity:     The Iron Lady
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Iron Lady --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       The Iron Lady --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.148655
Path Entropy(↓):  4.465477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed entr'acte
Start Entity:     Entr'acte
Gold Answer:      [['Robert Pirosh', 'Marc Connelly', 'Agatha Christie', 'Thorne Smith', 'René Clair', 'Georges Berr']]
Predicted Ans:    René Clair
Predicted Path:   Entr'acte --[directed_by]--> René Clair --[(INV) directed_by]--> The Grand Maneuver --[written_by]--> René Clair
Path (Raw):       Entr'acte --[directed_by]--> René Clair --[(INV) directed_by]--> The Grand Maneuver --[written_by]--> René Clair
Neg LogProb(↓):   0.530173
Path Entropy(↓):  1.131675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by robin moore
Start Entity:     Robin Moore
Gold Answer:      [['War', 'Action']]
Predicted Ans:    Action
Predicted Path:   Robin Moore --[(INV) written_by]--> The French Connection --[has_genre]--> Action
Path (Raw):       Robin Moore --[No Operation]--> Robin Moore --[(INV) written_by]--> The French Connection --[has_genre]--> Action
Neg LogProb(↓):   0.001722
Path Entropy(↓):  0.012671
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie bhaji on the beach were in which languages
Start Entity:     Bhaji on the Beach
Gold Answer:      [['Panjabi', 'English']]
Predicted Ans:    Panjabi
Predicted Path:   Bhaji on the Beach --[written_by]--> Gurinder Chadha --[(INV) written_by]--> Bend It Like Beckham --[in_language]--> Panjabi
Path (Raw):       Bhaji on the Beach --[written_by]--> Gurinder Chadha --[(INV) written_by]--> Bend It Like Beckham --[in_language]--> Panjabi
Neg LogProb(↓):   0.142903
Path Entropy(↓):  0.509505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the diving bell and the butterfly
Start Entity:     The Diving Bell and the Butterfly
Gold Answer:      [['Ronald Harwood']]
Predicted Ans:    Ronald Harwood
Predicted Path:   The Diving Bell and the Butterfly --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Pianist --[written_by]--> Ronald Harwood
Path (Raw):       The Diving Bell and the Butterfly --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Pianist --[written_by]--> Ronald Harwood
Neg LogProb(↓):   0.010746
Path Entropy(↓):  0.066492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by lorraine levy
Start Entity:     Lorraine Lévy
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Lorraine Lévy --[(INV) written_by]--> The Other Son --[in_language]--> French
Path (Raw):       Lorraine Lévy --[No Operation]--> Lorraine Lévy --[(INV) written_by]--> The Other Son --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of california conquest
Start Entity:     California Conquest
Gold Answer:      [['1963', '1990', '1940', '1938', '2006', '1935', '2012', '1941']]
Predicted Ans:    1963
Predicted Path:   California Conquest --[directed_by]--> Lew Landers --[(INV) directed_by]--> The Raven --[release_year]--> 1963
Path (Raw):       California Conquest --[directed_by]--> Lew Landers --[(INV) directed_by]--> The Raven --[release_year]--> 1963
Neg LogProb(↓):   1.116513
Path Entropy(↓):  1.904573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is welcome to new york in
Start Entity:     Welcome to New York
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Welcome to New York --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Welcome to New York --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.691327
Path Entropy(↓):  2.971316
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by randy sue coburn
Start Entity:     Randy Sue Coburn
Gold Answer:      [['Jennifer Jason Leigh']]
Predicted Ans:    Jennifer Jason Leigh
Predicted Path:   Randy Sue Coburn --[(INV) written_by]--> Mrs. Parker and the Vicious Circle --[starred_actors]--> Jennifer Jason Leigh
Path (Raw):       Randy Sue Coburn --[No Operation]--> Randy Sue Coburn --[(INV) written_by]--> Mrs. Parker and the Vicious Circle --[starred_actors]--> Jennifer Jason Leigh
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of catch - 22
Start Entity:     Catch-22
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Catch-22 --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Catch-22 --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.854201
Path Entropy(↓):  1.038409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was homegrown released
Start Entity:     Homegrown
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Homegrown --[release_year]--> 1998 --[(INV) release_year]--> SLC Punk! --[release_year]--> 1998
Path (Raw):       Homegrown --[release_year]--> 1998 --[(INV) release_year]--> SLC Punk! --[release_year]--> 1998
Neg LogProb(↓):   3.511335
Path Entropy(↓):  4.613358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the giant mechanical man
Start Entity:     The Giant Mechanical Man
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Giant Mechanical Man --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       The Giant Mechanical Man --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.215345
Path Entropy(↓):  4.463070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the a night in heaven director
Start Entity:     A Night in Heaven
Gold Answer:      [['French', 'English', 'Chinese', 'Hindi']]
Predicted Ans:    English
Predicted Path:   A Night in Heaven --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[in_language]--> English
Path (Raw):       A Night in Heaven --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> The Power of One --[in_language]--> English
Neg LogProb(↓):   0.331918
Path Entropy(↓):  0.790762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by jay chou
Start Entity:     Jay Chou
Gold Answer:      [['Michel Gondry']]
Predicted Ans:    Michel Gondry
Predicted Path:   Jay Chou --[(INV) starred_actors]--> The Green Hornet --[directed_by]--> Michel Gondry
Path (Raw):       Jay Chou --[No Operation]--> Jay Chou --[(INV) starred_actors]--> The Green Hornet --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.084247
Path Entropy(↓):  0.347752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by james st. james were released in which years
Start Entity:     James St. James
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   James St. James --[(INV) written_by]--> Party Monster --[release_year]--> 2003
Path (Raw):       James St. James --[No Operation]--> James St. James --[(INV) written_by]--> Party Monster --[release_year]--> 2003
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by buster crabbe
Start Entity:     Buster Crabbe
Gold Answer:      [['Edgar Rice Burroughs', 'Walter Anthony', 'Basil Dickey']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   Buster Crabbe --[(INV) starred_actors]--> Tarzan the Fearless --[written_by]--> Edgar Rice Burroughs
Path (Raw):       Buster Crabbe --[No Operation]--> Buster Crabbe --[(INV) starred_actors]--> Tarzan the Fearless --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   0.095595
Path Entropy(↓):  0.381205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the movie priceless
Start Entity:     Priceless
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Priceless --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Priceless --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   1.883901
Path Entropy(↓):  2.991938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by beaches actors release
Start Entity:     Beaches
Gold Answer:      [['1980', '2008', '1992', '1993', '1985', '1979', '1984', '1968', '1998', '2004', '1982', '1995', '2001', '1990', '1996', '1981', '2012', '2011', '1986', '2013', '1988', '2000', '1997', '1975', '1991', '1987', '1969']]
Predicted Ans:    1991
Predicted Path:   Beaches --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Scenes from a Mall --[release_year]--> 1991
Path (Raw):       Beaches --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Scenes from a Mall --[release_year]--> 1991
Neg LogProb(↓):   1.237461
Path Entropy(↓):  1.888030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of blackball
Start Entity:     Blackball
Gold Answer:      [['Mel Smith']]
Predicted Ans:    Mel Smith
Predicted Path:   Blackball --[directed_by]--> Mel Smith --[(INV) directed_by]--> Radioland Murders --[directed_by]--> Mel Smith
Path (Raw):       Blackball --[directed_by]--> Mel Smith --[(INV) directed_by]--> Radioland Murders --[directed_by]--> Mel Smith
Neg LogProb(↓):   0.698725
Path Entropy(↓):  0.795512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Nanette burstein was the director of which movies
Start Entity:     Nanette Burstein
Gold Answer:      [['Going the Distance', 'American Teen', 'The Kid Stays in the Picture']]
Predicted Ans:    Going the Distance
Predicted Path:   Nanette Burstein --[(INV) directed_by]--> Going the Distance --[directed_by]--> Mark Griffiths --[(INV) directed_by]--> Going the Distance
Path (Raw):       Nanette Burstein --[(INV) directed_by]--> Going the Distance --[directed_by]--> Mark Griffiths --[(INV) directed_by]--> Going the Distance
Neg LogProb(↓):   0.353343
Path Entropy(↓):  0.667052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe no one knows about persian cats
Start Entity:     No One Knows About Persian Cats
Gold Answer:      [['bahman ghobadi']]
Predicted Ans:    bahman ghobadi
Predicted Path:   No One Knows About Persian Cats --[has_tags]--> bahman ghobadi --[(INV) has_tags]--> Half Moon --[has_tags]--> bahman ghobadi
Path (Raw):       No One Knows About Persian Cats --[has_tags]--> bahman ghobadi --[(INV) has_tags]--> Half Moon --[has_tags]--> bahman ghobadi
Neg LogProb(↓):   0.067922
Path Entropy(↓):  0.294937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of take the money and run
Start Entity:     Take the Money and Run
Gold Answer:      [['Rachel McAdams', 'Jerry Belson', 'Kristen Riter', 'Joe Flood', 'Matthew Goldsby', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jerry Lacy', 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Take the Money and Run --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Take the Money and Run --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.194845
Path Entropy(↓):  0.924555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the rebound
Start Entity:     The Rebound
Gold Answer:      [['Billy Crudup', 'Julianne Moore', 'David Duchovny']]
Predicted Ans:    Julianne Moore
Predicted Path:   The Rebound --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[starred_actors]--> Julianne Moore
Path (Raw):       The Rebound --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[starred_actors]--> Julianne Moore
Neg LogProb(↓):   0.067955
Path Entropy(↓):  0.267696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the dead
Start Entity:     The Dead
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Dead --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Dead --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.339614
Path Entropy(↓):  4.692388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did julien bertheau act in
Start Entity:     Julien Bertheau
Gold Answer:      [['The Phantom of Liberty']]
Predicted Ans:    The Phantom of Liberty
Predicted Path:   Julien Bertheau --[(INV) starred_actors]--> The Phantom of Liberty --[starred_actors]--> Julien Bertheau --[(INV) starred_actors]--> The Phantom of Liberty
Path (Raw):       Julien Bertheau --[(INV) starred_actors]--> The Phantom of Liberty --[starred_actors]--> Julien Bertheau --[(INV) starred_actors]--> The Phantom of Liberty
Neg LogProb(↓):   0.001253
Path Entropy(↓):  0.009617
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in hamlet
Start Entity:     Hamlet
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Hamlet --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Hamlet --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   3.917563
Path Entropy(↓):  4.771499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the prince of tides
Start Entity:     The Prince of Tides
Gold Answer:      [['Isaac Bashevis Singer', 'Gérard Oury', 'André Cayatte', 'Richard LaGravenese', 'Barbra Streisand']]
Predicted Ans:    Pat Conroy
Predicted Path:   The Prince of Tides --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[written_by]--> Pat Conroy
Path (Raw):       The Prince of Tides --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[written_by]--> Pat Conroy
Neg LogProb(↓):   0.358349
Path Entropy(↓):  1.034679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by jason barry were in which genres
Start Entity:     Jason Barry
Gold Answer:      [['Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Jason Barry --[(INV) starred_actors]--> Beyond Re-Animator --[has_genre]--> Horror
Path (Raw):       Jason Barry --[No Operation]--> Jason Barry --[(INV) starred_actors]--> Beyond Re-Animator --[has_genre]--> Horror
Neg LogProb(↓):   0.000497
Path Entropy(↓):  0.004279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of in darkness
Start Entity:     In Darkness
Gold Answer:      [['Copying Beethoven', 'To Kill a Priest', 'Total Eclipse', 'The Third Miracle', 'Washington Square', 'The Secret Garden', 'Olivier, Olivier', 'Europa Europa']]
Predicted Ans:    In Darkness
Predicted Path:   In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness
Path (Raw):       In Darkness --[No Operation]--> In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness
Neg LogProb(↓):   0.228095
Path Entropy(↓):  0.714556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the director of near dark
Start Entity:     Near Dark
Gold Answer:      [['Juliette Lewis', 'Keanu Reeves', 'Tom Sizemore', 'Jessica Chastain', 'Ralph Fiennes', 'Sarah Polley', 'Ron Silver', 'Jason Clarke', 'Willem Dafoe', 'Robert Gordon', 'Jeremy Renner', 'Clancy Brown', 'Lori Petty', 'John Wayne', 'Jamie Lee Curtis', 'Gary Busey', 'Kyle Chandler', 'Brian Geraghty', 'Angela Bassett', 'Anthony Mackie', 'Patrick Swayze']]
Predicted Ans:    Adrian Pasdar
Predicted Path:   Near Dark --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[starred_actors]--> Adrian Pasdar
Path (Raw):       Near Dark --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[starred_actors]--> Adrian Pasdar
Neg LogProb(↓):   0.959671
Path Entropy(↓):  1.250741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films together with tahmineh milani
Start Entity:     Tahmineh Milani
Gold Answer:      [['Alberto Moravia', 'Cesare Zavattini']]
Predicted Ans:    Cesare Zavattini
Predicted Path:   Tahmineh Milani --[(INV) written_by]--> Two Women --[written_by]--> Cesare Zavattini
Path (Raw):       Tahmineh Milani --[No Operation]--> Tahmineh Milani --[(INV) written_by]--> Two Women --[written_by]--> Cesare Zavattini
Neg LogProb(↓):   0.000721
Path Entropy(↓):  0.005975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of red line 7000
Start Entity:     Red Line 7000
Gold Answer:      [['Errol Flynn', 'Ann Dvorak', 'David Niven', 'James Cagney', 'Joan Blondell', 'Eric Linden', 'Richard Barthelmess', 'Basil Rathbone']]
Predicted Ans:    James Caan
Predicted Path:   Red Line 7000 --[written_by]--> Howard Hawks --[(INV) written_by]--> Red Line 7000 --[starred_actors]--> James Caan
Path (Raw):       Red Line 7000 --[written_by]--> Howard Hawks --[(INV) written_by]--> Red Line 7000 --[starred_actors]--> James Caan
Neg LogProb(↓):   0.010000
Path Entropy(↓):  0.059954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by ivor montagu were directed by who
Start Entity:     Ivor Montagu
Gold Answer:      [['Charles Frend']]
Predicted Ans:    Charles Frend
Predicted Path:   Ivor Montagu --[(INV) written_by]--> Scott of the Antarctic --[directed_by]--> Charles Frend
Path (Raw):       Ivor Montagu --[No Operation]--> Ivor Montagu --[(INV) written_by]--> Scott of the Antarctic --[directed_by]--> Charles Frend
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of observe and report also directed which movies
Start Entity:     Observe and Report
Gold Answer:      [['The Foot Fist Way']]
Predicted Ans:    The Foot Fist Way
Predicted Path:   Observe and Report --[directed_by]--> Jody Hill --[(INV) directed_by]--> The Foot Fist Way
Path (Raw):       Observe and Report --[directed_by]--> Jody Hill --[(INV) directed_by]--> The Foot Fist Way --[No Operation]--> The Foot Fist Way
Neg LogProb(↓):   0.030566
Path Entropy(↓):  0.135102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in nell
Start Entity:     Nell
Gold Answer:      [['Documentary', 'Western', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Nell --[starred_actors]--> Natasha Richardson --[(INV) starred_actors]--> Blow Dry --[has_genre]--> Comedy
Path (Raw):       Nell --[starred_actors]--> Natasha Richardson --[(INV) starred_actors]--> Blow Dry --[has_genre]--> Comedy
Neg LogProb(↓):   1.820295
Path Entropy(↓):  1.954314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in on deadly ground
Start Entity:     On Deadly Ground
Gold Answer:      [['Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   On Deadly Ground --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> Sunflower --[has_genre]--> Drama
Path (Raw):       On Deadly Ground --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> Sunflower --[has_genre]--> Drama
Neg LogProb(↓):   1.118650
Path Entropy(↓):  1.234611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed being human
Start Entity:     Being Human
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Being Human --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[in_language]--> Italian
Path (Raw):       Being Human --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy --[in_language]--> Italian
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by roschdy zem were released in which years
Start Entity:     Roschdy Zem
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Roschdy Zem --[(INV) written_by]--> Omar Killed Me --[release_year]--> 2011
Path (Raw):       Roschdy Zem --[No Operation]--> Roschdy Zem --[(INV) written_by]--> Omar Killed Me --[release_year]--> 2011
Neg LogProb(↓):   0.000062
Path Entropy(↓):  0.000667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of linha de passe
Start Entity:     Linha de Passe
Gold Answer:      [['Don Ameche', 'Gael García Bernal', 'Rodrigo Santoro', 'Garrett Hedlund', 'Rodrigo De la Serna', 'Fernanda Montenegro', 'Claudette Colbert', 'Tim Roth', 'John Barrymore', 'Kristen Stewart', 'John C. Reilly', 'Sam Riley', 'Amy Adams', 'Francis Lederer', 'Jennifer Connelly', 'Vinícius de Oliveira']]
Predicted Ans:    Vinícius de Oliveira
Predicted Path:   Linha de Passe --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[starred_actors]--> Vinícius de Oliveira
Path (Raw):       Linha de Passe --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[starred_actors]--> Vinícius de Oliveira
Neg LogProb(↓):   0.016689
Path Entropy(↓):  0.116019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by roar uthaug
Start Entity:     Roar Uthaug
Gold Answer:      [['Mats Stenberg']]
Predicted Ans:    Mats Stenberg
Predicted Path:   Roar Uthaug --[(INV) written_by]--> Cold Prey 2 --[directed_by]--> Mats Stenberg
Path (Raw):       Roar Uthaug --[No Operation]--> Roar Uthaug --[(INV) written_by]--> Cold Prey 2 --[directed_by]--> Mats Stenberg
Neg LogProb(↓):   0.030852
Path Entropy(↓):  0.145341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by arthur hiller were in which genres
Start Entity:     Arthur Hiller
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[has_genre]--> Drama
Path (Raw):       Arthur Hiller --[No Operation]--> Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[has_genre]--> Drama
Neg LogProb(↓):   0.121014
Path Entropy(↓):  0.511718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by geoffrey keen were written by who
Start Entity:     Geoffrey Keen
Gold Answer:      [['Joy Adamson']]
Predicted Ans:    Joy Adamson
Predicted Path:   Geoffrey Keen --[(INV) starred_actors]--> Living Free --[written_by]--> Joy Adamson
Path (Raw):       Geoffrey Keen --[No Operation]--> Geoffrey Keen --[(INV) starred_actors]--> Living Free --[written_by]--> Joy Adamson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by glen mulhern
Start Entity:     Glen Mulhern
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Glen Mulhern --[(INV) starred_actors]--> 9 Dead Gay Guys --[has_genre]--> Comedy
Path (Raw):       Glen Mulhern --[No Operation]--> Glen Mulhern --[(INV) starred_actors]--> 9 Dead Gay Guys --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is creature from the haunted sea
Start Entity:     Creature from the Haunted Sea
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Creature from the Haunted Sea --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Creature from the Haunted Sea --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.570758
Path Entropy(↓):  4.767684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of illegal also starred in which movies
Start Entity:     Illegal
Gold Answer:      [['Barbary Coast', 'The Amazing Dr. Clitterhouse', 'The Wayward Bus', 'The Ten Commandments', 'A Hole in the Head', 'Confessions of a Nazi Spy', 'Larceny, Inc.', 'My Name Is Julia Ross', 'The Violent Men', 'Seven Thieves', "Twelve O'Clock High", 'The Undercover Man', 'The Day the Earth Stood Still', 'Scarlet Street', 'The Woman in the Window', 'Key Largo', 'My Geisha', 'The Sea Wolf', 'Five Star Final', 'Kid Galahad', "The Girl Can't Help It", 'A Slight Case of Murder', 'Our Vines Have Tender Grapes', 'Little Caesar', 'The Prize', 'Never a Dull Moment', 'Smart Money', 'The Widow from Chicago', 'Will Success Spoil Rock Hunter?', 'Destroyer', 'Night Has a Thousand Eyes', 'The Hatchet Man', 'Kiss Them for Me', 'A Bullet for Joey', 'The Burglar', 'Vice Squad', "Dr. Ehrlich's Magic Bullet", 'The Glass Web', 'House of Strangers', 'Come to the Stable', 'World Without End', 'Tight Spot', 'Bullets or Ballots', 'Double Indemnity', 'Two Weeks in Another Town', 'Brother Orchid', 'A Song to Remember', "The Whole Town's Talking", 'The Stranger']]
Predicted Ans:    The Girl Can't Help It
Predicted Path:   Illegal --[starred_actors]--> Jayne Mansfield --[(INV) starred_actors]--> The Girl Can't Help It
Path (Raw):       Illegal --[starred_actors]--> Jayne Mansfield --[No Operation]--> Jayne Mansfield --[(INV) starred_actors]--> The Girl Can't Help It
Neg LogProb(↓):   0.040283
Path Entropy(↓):  0.203911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie a private function
Start Entity:     A Private Function
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   A Private Function --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Path (Raw):       A Private Function --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Neg LogProb(↓):   1.977950
Path Entropy(↓):  3.138358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with timecop fall under
Start Entity:     Timecop
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Timecop --[written_by]--> Mark Verheiden --[(INV) written_by]--> My Name Is Bruce --[has_genre]--> Comedy
Path (Raw):       Timecop --[written_by]--> Mark Verheiden --[(INV) written_by]--> My Name Is Bruce --[has_genre]--> Comedy
Neg LogProb(↓):   0.041440
Path Entropy(↓):  0.171273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in tumbleweeds
Start Entity:     Tumbleweeds
Gold Answer:      [['English']]
Predicted Ans:    gavin o'connor
Predicted Path:   Tumbleweeds --[starred_actors]--> Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[has_tags]--> gavin o'connor
Path (Raw):       Tumbleweeds --[starred_actors]--> Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[has_tags]--> gavin o'connor
Neg LogProb(↓):   0.422947
Path Entropy(↓):  0.888158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film the 10th victim
Start Entity:     The 10th Victim
Gold Answer:      [['Elio Petri']]
Predicted Ans:    Elio Petri
Predicted Path:   The 10th Victim --[directed_by]--> Elio Petri --[(INV) directed_by]--> I giorni contati --[written_by]--> Elio Petri
Path (Raw):       The 10th Victim --[directed_by]--> Elio Petri --[(INV) directed_by]--> I giorni contati --[written_by]--> Elio Petri
Neg LogProb(↓):   0.283920
Path Entropy(↓):  0.745651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the biggest bundle of them all in
Start Entity:     The Biggest Bundle of Them All
Gold Answer:      [['Swedish', 'French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   The Biggest Bundle of Them All --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[in_language]--> French
Path (Raw):       The Biggest Bundle of Them All --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[in_language]--> French
Neg LogProb(↓):   0.369049
Path Entropy(↓):  0.618076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of chicken run
Start Entity:     Chicken Run
Gold Answer:      [['A Grand Day Out', 'A Matter of Loaf and Death', 'The Wrong Trousers', 'A Close Shave']]
Predicted Ans:    A Grand Day Out
Predicted Path:   Chicken Run --[directed_by]--> Nick Park --[(INV) directed_by]--> A Grand Day Out
Path (Raw):       Chicken Run --[No Operation]--> Chicken Run --[directed_by]--> Nick Park --[(INV) directed_by]--> A Grand Day Out
Neg LogProb(↓):   0.184866
Path Entropy(↓):  0.617844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie rosewood lane were in which genres
Start Entity:     Rosewood Lane
Gold Answer:      [['Drama', 'Horror', 'Fantasy', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Rosewood Lane --[written_by]--> Victor Salva --[(INV) written_by]--> Powder --[has_genre]--> Drama
Path (Raw):       Rosewood Lane --[written_by]--> Victor Salva --[(INV) written_by]--> Powder --[has_genre]--> Drama
Neg LogProb(↓):   0.988515
Path Entropy(↓):  1.207299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by james herbert
Start Entity:     James Herbert
Gold Answer:      [['Aidan Quinn', 'John Gielgud', 'Matthew Modine', 'Eric Stoltz', 'Nancy Travis', 'Samuel L. Jackson', 'Kate Beckinsale', 'Anthony Andrews']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   James Herbert --[(INV) written_by]--> Haunted --[starred_actors]--> Kate Beckinsale
Path (Raw):       James Herbert --[No Operation]--> James Herbert --[(INV) written_by]--> Haunted --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.026501
Path Entropy(↓):  0.134296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by pantelis voulgaris were in which languages
Start Entity:     Pantelis Voulgaris
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Pantelis Voulgaris --[(INV) directed_by]--> Brides --[in_language]--> Greek
Path (Raw):       Pantelis Voulgaris --[No Operation]--> Pantelis Voulgaris --[(INV) directed_by]--> Brides --[in_language]--> Greek
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of jam
Start Entity:     Jam
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jam --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Jam --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.350738
Path Entropy(↓):  4.556875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in house of women
Start Entity:     House of Women
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   House of Women --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Stuart Saves His Family --[has_genre]--> Comedy
Path (Raw):       House of Women --[starred_actors]--> Shirley Knight --[(INV) starred_actors]--> Stuart Saves His Family --[has_genre]--> Comedy
Neg LogProb(↓):   0.040112
Path Entropy(↓):  0.216966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by last stand at saber river actors
Start Entity:     Last Stand at Saber River
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Short', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Last Stand at Saber River --[starred_actors]--> Tom Selleck --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Path (Raw):       Last Stand at Saber River --[starred_actors]--> Tom Selleck --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Neg LogProb(↓):   0.131717
Path Entropy(↓):  0.612616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film tommy
Start Entity:     Tommy
Gold Answer:      [['1988', '1975', '1971', '1991', '1974', '1977']]
Predicted Ans:    1975
Predicted Path:   Tommy --[written_by]--> Ken Russell --[(INV) written_by]--> Lisztomania --[release_year]--> 1975
Path (Raw):       Tommy --[written_by]--> Ken Russell --[(INV) written_by]--> Lisztomania --[release_year]--> 1975
Neg LogProb(↓):   0.519447
Path Entropy(↓):  1.192979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie reservoir dogs
Start Entity:     Reservoir Dogs
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Reservoir Dogs --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Reservoir Dogs --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.563564
Path Entropy(↓):  4.325301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of household saints
Start Entity:     Household Saints
Gold Answer:      [['The 24 Hour Woman', 'If These Walls Could Talk', 'True Love']]
Predicted Ans:    Household Saints
Predicted Path:   Household Saints --[written_by]--> Nancy Savoca --[(INV) written_by]--> Household Saints
Path (Raw):       Household Saints --[written_by]--> Nancy Savoca --[No Operation]--> Nancy Savoca --[(INV) written_by]--> Household Saints
Neg LogProb(↓):   0.141278
Path Entropy(↓):  0.550723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film the chosen one are written by who
Start Entity:     The Chosen One
Gold Answer:      [['Jeff Seeman', 'Alexandre Rockwell', 'Rich Wilkes', 'Dan Scanlon', 'Andrew Stanton', 'Daniel Gerson', 'Nicholas T. Proferes', 'Steve Buscemi', 'Jeff Pidgeon', 'Jill Culton', 'Ralph Eggleston', 'Ethan Coen', 'Kurt Russell', 'Thomas McCarthy', 'Theo van Gogh', 'Paul Sado', 'John Carpenter', 'Tom Brady', 'Rob Hedden', 'Hue Rhodes', 'Rob Schneider', 'John Francis Daley', 'Anthony Silverston', 'Debra Hill', 'Raffaella Delle Donne', 'Chad Kultgen', 'Tyler Mitchell', 'Pete Docter', 'John Wagner', 'Carlos Ezquerra', 'George Wing', 'Joel Coen', 'Tom DiCillo']]
Predicted Ans:    George Wing
Predicted Path:   The Chosen One --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[written_by]--> George Wing
Path (Raw):       The Chosen One --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[written_by]--> George Wing
Neg LogProb(↓):   0.149573
Path Entropy(↓):  0.418931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by going in style actors release
Start Entity:     Going in Style
Gold Answer:      [['1988', '1980', '1934', '1975', '1994', '1974', '1937', '1984', '1977']]
Predicted Ans:    1974
Predicted Path:   Going in Style --[starred_actors]--> Art Carney --[(INV) starred_actors]--> Harry and Tonto --[release_year]--> 1974
Path (Raw):       Going in Style --[starred_actors]--> Art Carney --[(INV) starred_actors]--> Harry and Tonto --[release_year]--> 1974
Neg LogProb(↓):   0.014480
Path Entropy(↓):  0.088582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the chosen one actors
Start Entity:     The Chosen One
Gold Answer:      [['Music', 'Sport', 'Drama', 'Animation', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Chosen One --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> The Animal --[has_genre]--> Comedy
Path (Raw):       The Chosen One --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> The Animal --[has_genre]--> Comedy
Neg LogProb(↓):   0.076935
Path Entropy(↓):  0.335464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in hoosiers also appears in which films
Start Entity:     Hoosiers
Gold Answer:      [['The Entity', 'The Stunt Man', 'Get Shorty', 'Paris Trout', 'The Replacements', 'Twice in a Lifetime', "A Soldier's Daughter Never Cries", 'March or Die', 'Downhill Racer', 'Loose Cannons', "Doctors' Wives", 'Super Mario Bros.', 'Search and Destroy', 'Uncommon Valor', 'House of 9', 'Welcome to Mooseport', 'The Quick and the Dead', 'The French Connection', 'True Romance', 'Out of the Blue', 'Twilight', 'Black Widow', 'The Chamber', 'Full Moon in Blue Water', 'Hannah and Her Sisters', 'The Poseidon Adventure', 'Superman II', 'Queen of Blood', 'Eureka', 'Easy Rider', 'The Hunting Party', 'Superman', 'Unforgiven', 'Bat*21', 'Last Summer', 'Crimson Tide', 'Splitting Heirs', 'Target', 'Class Action', 'The Package', 'No Way Out', 'Lucky Lady', 'Narrow Margin', 'Runaway Jury', 'I Never Sang for My Father', 'Scarecrow', 'The Portrait of a Lady', 'Take This Job and Shove It', 'The Birdcage', 'Speed', 'Lantana', 'The American Friend', 'Bonnie and Clyde', 'Company Business', 'Tin Men', 'The Keeper', 'Night Tide', 'With Six You Get Eggroll', 'Behind Enemy Lines', 'Wyatt Earp', 'Boiling Point', 'Flashback', 'Prime Cut', 'The Osterman Weekend', 'The Conversation', 'Night Moves', 'The Firm', 'Mississippi Burning', 'Heist', 'Under Fire', 'All Night Long', 'The Texas Chainsaw Massacre 2', 'Beaches', 'Catchfire', 'Blue Velvet', 'Bite the Bullet', 'Elegy', 'Ticker', 'Answers to Nothing', 'Carried Away', 'A Dangerous Woman', 'Shy People', 'Absolute Power', 'Enemy of the State', 'The Royal Tenenbaums', 'Chattahoochee', 'The Gypsy Moths', 'Alpha and Omega', 'Human Highway', 'French Connection II', 'Under Suspicion', 'Last of the Dogmen']]
Predicted Ans:    The French Connection
Predicted Path:   Hoosiers --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The French Connection
Path (Raw):       Hoosiers --[starred_actors]--> Gene Hackman --[No Operation]--> Gene Hackman --[(INV) starred_actors]--> The French Connection
Neg LogProb(↓):   0.917109
Path Entropy(↓):  2.037420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie international house are written by who
Start Entity:     International House
Gold Answer:      [['Philip Wylie', 'Seton I. Miller', 'Douglas Fairbanks']]
Predicted Ans:    Douglas Fairbanks
Predicted Path:   International House --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> Mr. Robinson Crusoe --[written_by]--> Douglas Fairbanks
Path (Raw):       International House --[directed_by]--> A. Edward Sutherland --[(INV) directed_by]--> Mr. Robinson Crusoe --[written_by]--> Douglas Fairbanks
Neg LogProb(↓):   0.111153
Path Entropy(↓):  0.384754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film enid were in which genres
Start Entity:     Enid
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Enid --[directed_by]--> James Hawes --[(INV) directed_by]--> The Chatterley Affair --[has_genre]--> Drama
Path (Raw):       Enid --[directed_by]--> James Hawes --[(INV) directed_by]--> The Chatterley Affair --[has_genre]--> Drama
Neg LogProb(↓):   0.009592
Path Entropy(↓):  0.053933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the war of the roses
Start Entity:     The War of the Roses
Gold Answer:      [['Sydney Pollack']]
Predicted Ans:    Sydney Pollack
Predicted Path:   The War of the Roses --[written_by]--> Warren Adler --[(INV) written_by]--> Random Hearts --[directed_by]--> Sydney Pollack
Path (Raw):       The War of the Roses --[written_by]--> Warren Adler --[(INV) written_by]--> Random Hearts --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.002695
Path Entropy(↓):  0.019125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by brittany murphy were released in which years
Start Entity:     Brittany Murphy
Gold Answer:      [['1962', '1995', '1980', '1998', '2000', '1997', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '1999', '2002']]
Predicted Ans:    2009
Predicted Path:   Brittany Murphy --[(INV) starred_actors]--> Deadline --[release_year]--> 2009
Path (Raw):       Brittany Murphy --[No Operation]--> Brittany Murphy --[(INV) starred_actors]--> Deadline --[release_year]--> 2009
Neg LogProb(↓):   0.121718
Path Entropy(↓):  0.474996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did david baldacci write
Start Entity:     David Baldacci
Gold Answer:      [['Absolute Power']]
Predicted Ans:    Absolute Power
Predicted Path:   David Baldacci --[(INV) written_by]--> Absolute Power --[written_by]--> David Baldacci --[(INV) written_by]--> Absolute Power
Path (Raw):       David Baldacci --[(INV) written_by]--> Absolute Power --[written_by]--> David Baldacci --[(INV) written_by]--> Absolute Power
Neg LogProb(↓):   0.000191
Path Entropy(↓):  0.001824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the one on one director release
Start Entity:     One on One
Gold Answer:      [['1972', '1976', '1973']]
Predicted Ans:    1973
Predicted Path:   One on One --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> The Last American Hero --[release_year]--> 1973
Path (Raw):       One on One --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> The Last American Hero --[release_year]--> 1973
Neg LogProb(↓):   0.355930
Path Entropy(↓):  0.869224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by ben drew released
Start Entity:     Ben Drew
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Ben Drew --[(INV) starred_actors]--> The Sweeney --[release_year]--> 2012
Path (Raw):       Ben Drew --[No Operation]--> Ben Drew --[(INV) starred_actors]--> The Sweeney --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by best picture
Start Entity:     best picture
Gold Answer:      [['Ben-Hur', 'Midnight Cowboy', 'Rocky', 'The Sound of Music', 'The Apartment', 'Unforgiven', 'The Godfather', 'Lawrence of Arabia', 'The Silence of the Lambs', 'The Best Years of Our Lives', 'The Bridge on the River Kwai', 'It Happened One Night', 'Annie Hall', 'The French Connection', 'The Deer Hunter', 'All About Eve', 'Patton', 'Gone with the Wind', 'The Departed', 'Platoon', 'Forrest Gump', "Schindler's List", 'Casablanca', 'Dances with Wolves', 'West Side Story', 'My Fair Lady', 'On the Waterfront']]
Predicted Ans:    The Deer Hunter
Predicted Path:   best picture --[(INV) has_tags]--> The Deer Hunter --[has_tags]--> russian roulette --[(INV) has_tags]--> The Deer Hunter
Path (Raw):       best picture --[(INV) has_tags]--> The Deer Hunter --[has_tags]--> russian roulette --[(INV) has_tags]--> The Deer Hunter
Neg LogProb(↓):   1.435108
Path Entropy(↓):  1.676601
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the secret of nimh director
Start Entity:     The Secret of NIMH
Gold Answer:      [['Don Bluth', 'Guy Bolton', 'Marcelle Maurette', 'Hans Christian Andersen', 'Gary Goldman']]
Predicted Ans:    Don Bluth
Predicted Path:   The Secret of NIMH --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[written_by]--> Don Bluth
Path (Raw):       The Secret of NIMH --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[written_by]--> Don Bluth
Neg LogProb(↓):   0.152956
Path Entropy(↓):  0.559369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of danny wallace
Start Entity:     Danny Wallace
Gold Answer:      [['Nicholas Stoller', 'Jarrad Paul', 'Andrew Mogel']]
Predicted Ans:    Nicholas Stoller
Predicted Path:   Danny Wallace --[(INV) written_by]--> Yes Man --[written_by]--> Nicholas Stoller
Path (Raw):       Danny Wallace --[No Operation]--> Danny Wallace --[(INV) written_by]--> Yes Man --[written_by]--> Nicholas Stoller
Neg LogProb(↓):   0.097961
Path Entropy(↓):  0.404399
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film once upon a time in the midlands
Start Entity:     Once Upon a Time in the Midlands
Gold Answer:      [['Frank McCourt', 'Simon Beaufoy', 'Jonathan Frank', 'Samantha Morton', 'Gary Oldman', 'Tony Grisoni', 'Ronan Bennett', 'Ted Griffin', 'Paul Laverty', 'Marshall Lewy', 'Richard Doyle', 'Gary Young', 'Nick Rowntree', 'Peter Buchman', 'Christopher Paolini', 'Alan Parker']]
Predicted Ans:    Paul Laverty
Predicted Path:   Once Upon a Time in the Midlands --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Path (Raw):       Once Upon a Time in the Midlands --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> Carla's Song --[written_by]--> Paul Laverty
Neg LogProb(↓):   0.367724
Path Entropy(↓):  1.208304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by lou diamond phillips release
Start Entity:     Lou Diamond Phillips
Gold Answer:      [['1998', '1988', '2000', '2001', '1990', '2003', '2005', '1989', '1993', '1996', '1999', '1994', '1987']]
Predicted Ans:    1990
Predicted Path:   Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[release_year]--> 1990
Path (Raw):       Lou Diamond Phillips --[No Operation]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[release_year]--> 1990
Neg LogProb(↓):   0.408598
Path Entropy(↓):  1.242367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by shenaz treasury
Start Entity:     Shenaz Treasury
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Shenaz Treasury --[(INV) starred_actors]--> Delhi Belly --[has_genre]--> Comedy
Path (Raw):       Shenaz Treasury --[No Operation]--> Shenaz Treasury --[(INV) starred_actors]--> Delhi Belly --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of an officer and a gentleman
Start Entity:     An Officer and a Gentleman
Gold Answer:      [['1980', '1984']]
Predicted Ans:    1982
Predicted Path:   An Officer and a Gentleman --[written_by]--> Douglas Day Stewart --[(INV) written_by]--> An Officer and a Gentleman --[release_year]--> 1982
Path (Raw):       An Officer and a Gentleman --[written_by]--> Douglas Day Stewart --[(INV) written_by]--> An Officer and a Gentleman --[release_year]--> 1982
Neg LogProb(↓):   0.436385
Path Entropy(↓):  0.693858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by seven men from now actors release
Start Entity:     Seven Men from Now
Gold Answer:      [['1980', '1946', '1954', '1992', '1959', '1936', '1920', '1967', '1935', '1941', '1984', '1968', '1963', '1939', '1957', '1951', '2010', '1953', '1947', '1932', '1956', '1943', '1983', '1948', '1972', '1942', '1940', '1938', '1981', '1955', '1962', '1964', '1966', '1950', '1960', '1952', '1969', '1965', '1945', '1986', '1937', '1958']]
Predicted Ans:    1956
Predicted Path:   Seven Men from Now --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Seven Men from Now --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   1.540154
Path Entropy(↓):  2.312036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the violin released
Start Entity:     The Violin
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   The Violin --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       The Violin --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.844201
Path Entropy(↓):  4.347383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
James whale was the director of which films
Start Entity:     James Whale
Gold Answer:      [['Waterloo Bridge', 'The Man in the Iron Mask', 'Show Boat', 'The Invisible Man', 'The Old Dark House', 'Frankenstein']]
Predicted Ans:    Show Boat
Predicted Path:   James Whale --[(INV) directed_by]--> The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> Show Boat
Path (Raw):       James Whale --[(INV) directed_by]--> The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> Show Boat
Neg LogProb(↓):   2.363264
Path Entropy(↓):  3.290601
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by wolfgang lukschy
Start Entity:     Wolfgang Lukschy
Gold Answer:      [['Sergio Leone']]
Predicted Ans:    Sergio Leone
Predicted Path:   Wolfgang Lukschy --[(INV) starred_actors]--> A Fistful of Dollars --[directed_by]--> Sergio Leone
Path (Raw):       Wolfgang Lukschy --[No Operation]--> Wolfgang Lukschy --[(INV) starred_actors]--> A Fistful of Dollars --[directed_by]--> Sergio Leone
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of student of the year
Start Entity:     Student of the Year
Gold Answer:      [['Karan Johar']]
Predicted Ans:    Karan Johar
Predicted Path:   Student of the Year --[written_by]--> Karan Johar --[(INV) written_by]--> Kuch Kuch Hota Hai --[written_by]--> Karan Johar
Path (Raw):       Student of the Year --[written_by]--> Karan Johar --[(INV) written_by]--> Kuch Kuch Hota Hai --[written_by]--> Karan Johar
Neg LogProb(↓):   0.001083
Path Entropy(↓):  0.008690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of a birder's guide to everything
Start Entity:     A Birder's Guide to Everything
Gold Answer:      [['The Bling Ring', 'My New Gun']]
Predicted Ans:    Sofia Coppola
Predicted Path:   A Birder's Guide to Everything --[starred_actors]--> Katie Chang --[(INV) starred_actors]--> The Bling Ring --[directed_by]--> Sofia Coppola
Path (Raw):       A Birder's Guide to Everything --[starred_actors]--> Katie Chang --[(INV) starred_actors]--> The Bling Ring --[directed_by]--> Sofia Coppola
Neg LogProb(↓):   0.676599
Path Entropy(↓):  0.922798
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with christine bottomley
Start Entity:     Christine Bottomley
Gold Answer:      [['William Ash', 'Johnathon Schaech', 'Gwyneth Paltrow', 'Jessica Lange']]
Predicted Ans:    Jessica Lange
Predicted Path:   Christine Bottomley --[(INV) starred_actors]--> Hush --[starred_actors]--> Jessica Lange
Path (Raw):       Christine Bottomley --[No Operation]--> Christine Bottomley --[(INV) starred_actors]--> Hush --[starred_actors]--> Jessica Lange
Neg LogProb(↓):   0.145469
Path Entropy(↓):  0.452163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film dabangg 2 starred which actors
Start Entity:     Dabangg 2
Gold Answer:      [['Salman Khan', 'Prakash Raj', 'Sonakshi Sinha']]
Predicted Ans:    Salman Khan
Predicted Path:   Dabangg 2 --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Karan Arjun --[starred_actors]--> Salman Khan
Path (Raw):       Dabangg 2 --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Karan Arjun --[starred_actors]--> Salman Khan
Neg LogProb(↓):   0.254459
Path Entropy(↓):  0.738859
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the misfits
Start Entity:     The Misfits
Gold Answer:      [['1954', '1959', '1936', '1935', '1939', '1933', '1957', '1951', '2004', '1953', '1947', '1932', '1956', '1931', '1948', '1972', '1940', '1938', '1955', '1962', '1988', '1934', '2000', '1949', '1950', '1960', '1937', '1952', '1958']]
Predicted Ans:    1959
Predicted Path:   The Misfits --[starred_actors]--> Montgomery Clift --[(INV) starred_actors]--> Suddenly, Last Summer --[release_year]--> 1959
Path (Raw):       The Misfits --[starred_actors]--> Montgomery Clift --[(INV) starred_actors]--> Suddenly, Last Summer --[release_year]--> 1959
Neg LogProb(↓):   1.754124
Path Entropy(↓):  2.064625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of love is eternal while it lasts
Start Entity:     Love Is Eternal While It Lasts
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Love Is Eternal While It Lasts --[written_by]--> Carlo Verdone --[(INV) written_by]--> Acqua e sapone --[has_genre]--> Comedy
Path (Raw):       Love Is Eternal While It Lasts --[written_by]--> Carlo Verdone --[(INV) written_by]--> Acqua e sapone --[has_genre]--> Comedy
Neg LogProb(↓):   0.752786
Path Entropy(↓):  1.420885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by aditya chopra
Start Entity:     Aditya Chopra
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Path (Raw):       Aditya Chopra --[No Operation]--> Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Neg LogProb(↓):   0.000245
Path Entropy(↓):  0.002507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the curse of frankenstein
Start Entity:     The Curse of Frankenstein
Gold Answer:      [['Horror', 'Comedy', 'Short']]
Predicted Ans:    Horror
Predicted Path:   The Curse of Frankenstein --[written_by]--> Mary Shelley --[(INV) written_by]--> The Curse of Frankenstein --[has_genre]--> Horror
Path (Raw):       The Curse of Frankenstein --[written_by]--> Mary Shelley --[(INV) written_by]--> The Curse of Frankenstein --[has_genre]--> Horror
Neg LogProb(↓):   0.165388
Path Entropy(↓):  0.599774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was bad boys released
Start Entity:     Bad Boys
Gold Answer:      [['1983']]
Predicted Ans:    1995
Predicted Path:   Bad Boys --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Bad Boys --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.249190
Path Entropy(↓):  4.481788
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie riot on sunset strip
Start Entity:     Riot on Sunset Strip
Gold Answer:      [['Ben Maddow', 'Robin Moore', 'Garson Kanin', 'Ruth Gordon', 'Leon Uris', 'David Goodis', 'Philip Yordan', 'Van Van Praag', 'Bernard Girard', 'Albert Husson', 'Mimsy Farmer', 'Barbet Schroeder', 'Ranald MacDougall']]
Predicted Ans:    Philip Yordan
Predicted Path:   Riot on Sunset Strip --[starred_actors]--> Aldo Ray --[(INV) starred_actors]--> Men in War --[written_by]--> Philip Yordan
Path (Raw):       Riot on Sunset Strip --[starred_actors]--> Aldo Ray --[(INV) starred_actors]--> Men in War --[written_by]--> Philip Yordan
Neg LogProb(↓):   0.607280
Path Entropy(↓):  1.410021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does celia montalvan appear in
Start Entity:     Celia Montalván
Gold Answer:      [['Toni']]
Predicted Ans:    Toni
Predicted Path:   Celia Montalván --[(INV) starred_actors]--> Toni --[starred_actors]--> Celia Montalván --[(INV) starred_actors]--> Toni
Path (Raw):       Celia Montalván --[(INV) starred_actors]--> Toni --[starred_actors]--> Celia Montalván --[(INV) starred_actors]--> Toni
Neg LogProb(↓):   0.013734
Path Entropy(↓):  0.072888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie top five
Start Entity:     Top Five
Gold Answer:      [['David Fraser', 'Chris Rock', 'John Hodge', 'Craig Bolotin', 'David Newman', 'Louis C.K.', 'Ross Thomas', 'Robert Rodriguez', 'Deborah Kaplan', 'Harry Elfont', 'Robert Benton', 'Atom Egoyan', 'Joe Ahearne', 'Quentin Tarantino', 'Talia Lugacy', 'Adam Sandler']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Top Five --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[written_by]--> Robert Rodriguez
Path (Raw):       Top Five --[starred_actors]--> Rosario Dawson --[(INV) starred_actors]--> Grindhouse --[written_by]--> Robert Rodriguez
Neg LogProb(↓):   0.257346
Path Entropy(↓):  0.652772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie goyokin
Start Entity:     Goyokin
Gold Answer:      [['1965', '1964']]
Predicted Ans:    1965
Predicted Path:   Goyokin --[written_by]--> Hideo Gosha --[(INV) written_by]--> Sword of the Beast --[release_year]--> 1965
Path (Raw):       Goyokin --[written_by]--> Hideo Gosha --[(INV) written_by]--> Sword of the Beast --[release_year]--> 1965
Neg LogProb(↓):   0.730766
Path Entropy(↓):  1.042729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the king's speech
Start Entity:     The King's Speech
Gold Answer:      [['Russell Crowe', 'Harry Baur', 'Fredric March', 'Chiwetel Ejiofor', 'Amanda Seyfried', 'Jean Harlow', 'Clark Gable', 'Jean Gabin', 'Hilary Swank', 'Jim Broadbent', 'Charles Laughton', 'Charles Vanel', 'Mary Astor', 'Hugh Jackman', 'Anne Hathaway']]
Predicted Ans:    Hugh Jackman
Predicted Path:   The King's Speech --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Path (Raw):       The King's Speech --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.142653
Path Entropy(↓):  0.619315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by jody dwyer
Start Entity:     Jody Dwyer
Gold Answer:      [['Leigh Whannell', 'Nathan Phillips']]
Predicted Ans:    Leigh Whannell
Predicted Path:   Jody Dwyer --[(INV) written_by]--> Dying Breed --[starred_actors]--> Leigh Whannell
Path (Raw):       Jody Dwyer --[No Operation]--> Jody Dwyer --[(INV) written_by]--> Dying Breed --[starred_actors]--> Leigh Whannell
Neg LogProb(↓):   0.105296
Path Entropy(↓):  0.324958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by starcrash actors
Start Entity:     Starcrash
Gold Answer:      [['Romance', 'Family', 'Short', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Starcrash --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Aces High --[has_genre]--> War
Path (Raw):       Starcrash --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Aces High --[has_genre]--> War
Neg LogProb(↓):   0.397665
Path Entropy(↓):  1.469037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the suspect also appears in which films
Start Entity:     The Suspect
Gold Answer:      [['Rembrandt', 'The Bribe', 'Payment Deferred', 'The Canterville Ghost', 'Spartacus', 'It Started with Eve', 'If I Had a Million', 'The Hunchback of Notre Dame', 'The Big Clock', 'Sidewalks of London', 'A Dangerous Profession', 'Island of Lost Souls', 'Hail the Conquering Hero', 'The Strange Door', 'Ruggles of Red Gap', 'The Paradine Case', 'Witness for the Prosecution', 'The Old Dark House', "Internes Can't Take Money", 'Captain Kidd', "Hobson's Choice", 'The Sign of the Cross', 'Les Misérables', 'Abbott and Costello Meet Captain Kidd', 'Arch of Triumph', 'Young Bess', 'This Land Is Mine', 'Tall in the Saddle', 'Mutiny on the Bounty', 'Impact', 'The Barretts of Wimpole Street', 'Jamaica Inn']]
Predicted Ans:    Witness for the Prosecution
Predicted Path:   The Suspect --[starred_actors]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Path (Raw):       The Suspect --[starred_actors]--> Charles Laughton --[No Operation]--> Charles Laughton --[(INV) starred_actors]--> Witness for the Prosecution
Neg LogProb(↓):   0.557276
Path Entropy(↓):  1.660630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in guinevere
Start Entity:     Guinevere
Gold Answer:      [['Icelandic', 'French']]
Predicted Ans:    bruno barreto
Predicted Path:   Guinevere --[starred_actors]--> Gina Gershon --[(INV) starred_actors]--> One Tough Cop --[has_tags]--> bruno barreto
Path (Raw):       Guinevere --[starred_actors]--> Gina Gershon --[(INV) starred_actors]--> One Tough Cop --[has_tags]--> bruno barreto
Neg LogProb(↓):   0.184590
Path Entropy(↓):  0.641071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films together with lawrence d. cohen
Start Entity:     Lawrence D. Cohen
Gold Answer:      [['Theodore Dreiser', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Lawrence D. Cohen --[(INV) written_by]--> Carrie --[written_by]--> Stephen King
Path (Raw):       Lawrence D. Cohen --[No Operation]--> Lawrence D. Cohen --[(INV) written_by]--> Carrie --[written_by]--> Stephen King
Neg LogProb(↓):   0.693201
Path Entropy(↓):  0.693728
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is cropsey
Start Entity:     Cropsey
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Cropsey --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Cropsey --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.462215
Path Entropy(↓):  3.826305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jeremiah birnbaum directed movies
Start Entity:     Jeremiah Birnbaum
Gold Answer:      [['Michael Richter']]
Predicted Ans:    Michael Richter
Predicted Path:   Jeremiah Birnbaum --[(INV) directed_by]--> Torn --[written_by]--> Michael Richter
Path (Raw):       Jeremiah Birnbaum --[No Operation]--> Jeremiah Birnbaum --[(INV) directed_by]--> Torn --[written_by]--> Michael Richter
Neg LogProb(↓):   0.098090
Path Entropy(↓):  0.311809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film you only live once
Start Entity:     You Only Live Once
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   You Only Live Once --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       You Only Live Once --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   1.853867
Path Entropy(↓):  3.465971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of career were directed by who
Start Entity:     Career
Gold Answer:      [['David Miller', 'William A. Graham', 'Mervyn LeRoy', 'Edward Dmytryk', 'Stanley Kubrick', 'Joseph Zito', 'Wesley Ruggles', 'Otto Preminger', 'Robert Aldrich', 'William Wyler', 'Joseph H. Lewis', 'Joseph Losey', 'John Berry', 'Dalton Trumbo', 'Victor Fleming']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Career --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus --[directed_by]--> Stanley Kubrick
Path (Raw):       Career --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus --[directed_by]--> Stanley Kubrick
Neg LogProb(↓):   1.324678
Path Entropy(↓):  2.058042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of clownhouse
Start Entity:     Clownhouse
Gold Answer:      [['Joshua', 'Heist', "Everybody's Fine", 'Glory Daze', 'Snow Angels', 'Confessions of a Dangerous Mind', 'A Single Shot', 'Conviction', 'Matchstick Men', 'Seven Psychopaths', 'Better Living Through Chemistry', 'Lawn Dogs', 'Jerry and Tom', 'Safe Men', 'Moon', 'The Winning Season']]
Predicted Ans:    Everybody's Fine
Predicted Path:   Clownhouse --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine
Path (Raw):       Clownhouse --[starred_actors]--> Sam Rockwell --[No Operation]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine
Neg LogProb(↓):   0.672786
Path Entropy(↓):  1.268966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the barefoot contessa
Start Entity:     The Barefoot Contessa
Gold Answer:      [['Anne Baxter', 'Helena Bonham Carter', 'Susan Hayward', 'Gene Tierney', 'Héctor Alterio', 'Norma Aleandro', 'Cary Grant', 'Gary Cooper', 'Robert Montgomery', 'Marlon Brando', 'Elizabeth Taylor', 'Mia Wasikowska', 'Henry Wilcoxon', 'Gregory Peck', 'Michael Caine', 'Richard Widmark', 'Celeste Holm', 'Cliff Robertson', 'Jack Oakie', 'Kathryn Beaumont', 'Michael Redgrave', 'Ed Wynn', 'Hume Cronyn', 'Jackie Cooper', 'Jeanne Crain', 'Capucine', 'Vivian Blaine', 'Charles Laughton', 'George Sanders', 'Warren William', 'Brendan Fraser', 'Bette Davis', 'Linda Darnell', 'Rex Harrison', 'Finlay Currie', 'Do Thi Hai Yen', 'Ben Kingsley', 'Sidney Poitier', 'Whoopi Goldberg', 'Claudette Colbert', 'George Raft', 'Joan Crawford', 'Christopher Lloyd', 'Johnny Depp', 'Walter Huston', 'Sean Young', 'Thomas Mitchell', 'Kevin Costner', 'Natalie Gregory', 'Robert Coogan', 'Jackie Searl', 'Mitzi Green', 'Glenn Langan', 'Gene Hackman', 'Will Patton', 'Kirk Douglas', 'Richard Burton', 'Stephen McNally', 'Jean Simmons', 'Audie Murphy', 'Clark Gable', 'Giorgia Moll', 'Ann Sothern', 'Frank Sinatra', 'Anne Hathaway', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Vincent Price']]
Predicted Ans:    Marlon Brando
Predicted Path:   The Barefoot Contessa --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Path (Raw):       The Barefoot Contessa --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   0.911254
Path Entropy(↓):  2.178366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the singing marine are written by who
Start Entity:     The Singing Marine
Gold Answer:      [['George Haight', 'Delmer Daves', 'Warren Duff', 'William Shakespeare', 'Michael Hoffman', 'Preston Sturges', 'John Paxton', 'Richard Maibaum', 'Charles Schnee', 'George Bradshaw', 'Alex Gottlieb', 'James Seymour', 'Manuel Seff', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Steve Fisher', 'Joseph Schrank', 'René Clair', 'Melvin Frank', 'Jay Dratler', 'Raymond Chandler', 'Rida Johnson Young']]
Predicted Ans:    Jay Dratler
Predicted Path:   The Singing Marine --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[written_by]--> Jay Dratler
Path (Raw):       The Singing Marine --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[written_by]--> Jay Dratler
Neg LogProb(↓):   0.389877
Path Entropy(↓):  0.705063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by alison pill
Start Entity:     Alison Pill
Gold Answer:      [['Peter Hedges', 'Sara Sugarman']]
Predicted Ans:    Peter Hedges
Predicted Path:   Alison Pill --[(INV) starred_actors]--> Dan in Real Life --[directed_by]--> Peter Hedges
Path (Raw):       Alison Pill --[No Operation]--> Alison Pill --[(INV) starred_actors]--> Dan in Real Life --[directed_by]--> Peter Hedges
Neg LogProb(↓):   0.036803
Path Entropy(↓):  0.155455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by katie aselton release
Start Entity:     Katie Aselton
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Katie Aselton --[(INV) starred_actors]--> Black Rock --[release_year]--> 2012
Path (Raw):       Katie Aselton --[No Operation]--> Katie Aselton --[(INV) starred_actors]--> Black Rock --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hollywood homicide are directed by who
Start Entity:     Hollywood Homicide
Gold Answer:      [['Tim Blake Nelson', 'Wayne Kramer', 'Wolfgang Petersen', 'Mike Nichols', 'Ivan Reitman', 'Franco Zeffirelli', 'Paul McGuigan', 'Frank Marshall', 'Lina Wertmüller', 'Guy Ritchie', 'Roman Polanski', 'Todd Holland', 'Mike Figgis', 'Billy Wilder', 'Richard Loncraine', 'Michael Lehmann', 'Robert Aldrich', 'John Ford', 'Petter Næss', 'Michael Bay', 'Shana Feste', 'Zack Bernbaum', 'Mark Piznarski', 'Ridley Scott', 'Jaume Balagueró', 'Andrew Davis', 'Sofia Coppola', 'Phillip Noyce', 'David Slade', 'Peter Weir', 'Robert Luketic', 'Joby Harold', 'Gavin Hood', 'Steven Spielberg', 'Guy Moshe', 'Sidney Lumet', 'Guy Hamilton', 'Sydney Pollack', 'Rod Lurie', 'Robert Rodriguez', 'Karl Mueller', 'Patrick Hughes', 'David Twohy', 'Brian Helgeland', 'Brian De Palma', 'Jim Cliffe', 'Alan J. Pakula']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Hollywood Homicide --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Path (Raw):       Hollywood Homicide --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   0.710365
Path Entropy(↓):  1.998493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film charlotte gray
Start Entity:     Charlotte Gray
Gold Answer:      [['Rowan Woods', 'Richard Eyre', 'Tom Tykwer', 'Shekhar Kapur', 'Lasse Hallström', 'Martin Scorsese', 'Dean DeBlois', 'James Kirkwood', 'Wes Anderson', 'Woody Allen', 'Clyde Geronimi', 'Barry Levinson', 'George Clooney', 'Kenneth Branagh', 'Ridley Scott', 'Steven Soderbergh', 'Sam Raimi', 'Joe Wright', 'Wilfred Jackson', 'Hamilton Luske', 'Steven Spielberg', 'Anthony Minghella', 'Gillian Armstrong', 'Alexander Korda', 'Oliver Parker', 'David Fincher', 'Robert Iscove', 'Katja von Garnier', 'Bruce Beresford']]
Predicted Ans:    Barry Levinson
Predicted Path:   Charlotte Gray --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Path (Raw):       Charlotte Gray --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.654395
Path Entropy(↓):  1.733975
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was robert o'connor a writer on
Start Entity:     Robert O'Connor
Gold Answer:      [['Buffalo Soldiers']]
Predicted Ans:    Two Hands
Predicted Path:   Robert O'Connor --[(INV) written_by]--> Buffalo Soldiers --[written_by]--> Gregor Jordan --[(INV) written_by]--> Two Hands
Path (Raw):       Robert O'Connor --[(INV) written_by]--> Buffalo Soldiers --[written_by]--> Gregor Jordan --[(INV) written_by]--> Two Hands
Neg LogProb(↓):   0.003142
Path Entropy(↓):  0.022328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of the killing of a chinese bookie also wrote movies
Start Entity:     The Killing of a Chinese Bookie
Gold Answer:      [['Minnie and Moskowitz', 'Husbands', 'Love Streams', 'Shadows', 'Faces', 'A Woman Under the Influence', 'Opening Night', 'Gloria', 'Too Late Blues', "She's So Lovely"]]
Predicted Ans:    A Woman Under the Influence
Predicted Path:   The Killing of a Chinese Bookie --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence
Path (Raw):       The Killing of a Chinese Bookie --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[No Operation]--> A Woman Under the Influence
Neg LogProb(↓):   0.653223
Path Entropy(↓):  1.344288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film time after time released
Start Entity:     Time After Time
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Time After Time --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       Time After Time --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   2.281294
Path Entropy(↓):  3.555457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe boiling point
Start Entity:     Boiling Point
Gold Answer:      [['takeshi kitano']]
Predicted Ans:    takeshi kitano
Predicted Path:   Boiling Point --[has_tags]--> takeshi kitano --[(INV) has_tags]--> Kikujiro --[has_tags]--> takeshi kitano
Path (Raw):       Boiling Point --[has_tags]--> takeshi kitano --[(INV) has_tags]--> Kikujiro --[has_tags]--> takeshi kitano
Neg LogProb(↓):   0.007548
Path Entropy(↓):  0.053489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of welcome to the dollhouse starred who
Start Entity:     Welcome to the Dollhouse
Gold Answer:      [['Shirley Henderson', 'Allison Janney']]
Predicted Ans:    Allison Janney
Predicted Path:   Welcome to the Dollhouse --[written_by]--> Todd Solondz --[(INV) written_by]--> Life During Wartime --[starred_actors]--> Allison Janney
Path (Raw):       Welcome to the Dollhouse --[written_by]--> Todd Solondz --[(INV) written_by]--> Life During Wartime --[starred_actors]--> Allison Janney
Neg LogProb(↓):   0.131436
Path Entropy(↓):  0.421865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote inkheart
Start Entity:     Inkheart
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Inkheart --[written_by]--> Cornelia Funke --[(INV) written_by]--> The Thief Lord --[release_year]--> 2006
Path (Raw):       Inkheart --[written_by]--> Cornelia Funke --[(INV) written_by]--> The Thief Lord --[release_year]--> 2006
Neg LogProb(↓):   0.090194
Path Entropy(↓):  0.293765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by alan rickman released
Start Entity:     Alan Rickman
Gold Answer:      [['1998', '1966', '2001', '1990', '2008', '1991', '2006', '1999', '2012', '2011', '2013', '2007']]
Predicted Ans:    2012
Predicted Path:   Alan Rickman --[(INV) starred_actors]--> Gambit --[release_year]--> 2012
Path (Raw):       Alan Rickman --[No Operation]--> Alan Rickman --[(INV) starred_actors]--> Gambit --[release_year]--> 2012
Neg LogProb(↓):   1.018788
Path Entropy(↓):  1.888277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of revenge of the pink panther
Start Entity:     Revenge of the Pink Panther
Gold Answer:      [["I'm All Right Jack", 'The Party', 'The Pink Panther', 'The Prisoner of Zenda', 'The Battle of the Sexes', "There's a Girl in My Soup", 'Hoffman', 'The Ladykillers', 'Being There', 'After the Fox', 'The Bobo', 'The Mouse That Roared', 'The Magic Christian', 'The Wrong Arm of the Law', 'Trail of the Pink Panther', 'Casino Royale', 'A Shot in the Dark', 'The World of Henry Orient', 'The Return of the Pink Panther', 'The Fiendish Plot of Dr. Fu Manchu']]
Predicted Ans:    The Pink Panther
Predicted Path:   Revenge of the Pink Panther --[starred_actors]--> Peter Sellers --[(INV) starred_actors]--> The Pink Panther
Path (Raw):       Revenge of the Pink Panther --[No Operation]--> Revenge of the Pink Panther --[starred_actors]--> Peter Sellers --[(INV) starred_actors]--> The Pink Panther
Neg LogProb(↓):   0.305970
Path Entropy(↓):  1.044925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of mystery of the 13th guest
Start Entity:     Mystery of the 13th Guest
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Mystery of the 13th Guest --[written_by]--> Armitage Trail --[(INV) written_by]--> Mystery of the 13th Guest --[has_genre]--> Crime
Path (Raw):       Mystery of the 13th Guest --[written_by]--> Armitage Trail --[(INV) written_by]--> Mystery of the 13th Guest --[has_genre]--> Crime
Neg LogProb(↓):   0.268064
Path Entropy(↓):  0.591806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with robert bresson
Start Entity:     Robert Bresson
Gold Answer:      [['Georges Bernanos', 'André Devigny']]
Predicted Ans:    Robert Bresson
Predicted Path:   Robert Bresson --[(INV) written_by]--> The Trial of Joan of Arc --[written_by]--> Robert Bresson
Path (Raw):       Robert Bresson --[No Operation]--> Robert Bresson --[(INV) written_by]--> The Trial of Joan of Arc --[written_by]--> Robert Bresson
Neg LogProb(↓):   0.002378
Path Entropy(↓):  0.017280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie heavenly creatures were in which genres
Start Entity:     Heavenly Creatures
Gold Answer:      [['Biography', 'Drama', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Heavenly Creatures --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       Heavenly Creatures --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.850474
Path Entropy(↓):  0.879263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by fredi m. murer
Start Entity:     Fredi M. Murer
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fredi M. Murer --[(INV) directed_by]--> Vitus --[has_genre]--> Drama
Path (Raw):       Fredi M. Murer --[No Operation]--> Fredi M. Murer --[(INV) directed_by]--> Vitus --[has_genre]--> Drama
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the she's having a baby director
Start Entity:     She's Having a Baby
Gold Answer:      [['John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   She's Having a Baby --[directed_by]--> John Hughes --[(INV) directed_by]--> Ferris Bueller's Day Off --[written_by]--> John Hughes
Path (Raw):       She's Having a Baby --[directed_by]--> John Hughes --[(INV) directed_by]--> Ferris Bueller's Day Off --[written_by]--> John Hughes
Neg LogProb(↓):   0.751002
Path Entropy(↓):  1.306657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is good hair
Start Entity:     Good Hair
Gold Answer:      [['Documentary', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Good Hair --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Good Hair --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.449664
Path Entropy(↓):  4.706286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is chungking express
Start Entity:     Chungking Express
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Chungking Express --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Chungking Express --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.236269
Path Entropy(↓):  4.511083
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in mamoru hosoda written films
Start Entity:     Mamoru Hosoda
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Mamoru Hosoda --[(INV) written_by]--> Summer Wars --[in_language]--> Japanese
Path (Raw):       Mamoru Hosoda --[No Operation]--> Mamoru Hosoda --[(INV) written_by]--> Summer Wars --[in_language]--> Japanese
Neg LogProb(↓):   0.087606
Path Entropy(↓):  0.288198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by james algar were in which genres
Start Entity:     James Algar
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   James Algar --[(INV) written_by]--> The Living Desert --[has_genre]--> Documentary
Path (Raw):       James Algar --[No Operation]--> James Algar --[(INV) written_by]--> The Living Desert --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with atonement fall under
Start Entity:     Atonement
Gold Answer:      [['Drama', 'Music', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Atonement --[directed_by]--> Joe Wright --[(INV) directed_by]--> The Soloist --[has_genre]--> Drama
Path (Raw):       Atonement --[directed_by]--> Joe Wright --[(INV) directed_by]--> The Soloist --[has_genre]--> Drama
Neg LogProb(↓):   0.050484
Path Entropy(↓):  0.269197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of smilin'through
Start Entity:     Smilin' Through
Gold Answer:      [['The Good Earth', 'The Dark Angel', 'Private Lives', 'The Barretts of Wimpole Street']]
Predicted Ans:    The Barretts of Wimpole Street
Predicted Path:   Smilin' Through --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> The Barretts of Wimpole Street
Path (Raw):       Smilin' Through --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> The Barretts of Wimpole Street --[No Operation]--> The Barretts of Wimpole Street
Neg LogProb(↓):   0.434466
Path Entropy(↓):  0.840417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rain man were in which genres
Start Entity:     Rain Man
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Rain Man --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[has_genre]--> Comedy
Path (Raw):       Rain Man --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[has_genre]--> Comedy
Neg LogProb(↓):   1.233759
Path Entropy(↓):  1.584763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with jar city fall under
Start Entity:     Jar City
Gold Answer:      [['Drama', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Jar City --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep --[has_genre]--> Drama
Path (Raw):       Jar City --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep --[has_genre]--> Drama
Neg LogProb(↓):   0.025611
Path Entropy(↓):  0.121674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of rhys wakefield acted films
Start Entity:     Rhys Wakefield
Gold Answer:      [['2008', '2011', '2013']]
Predicted Ans:    2008
Predicted Path:   Rhys Wakefield --[(INV) starred_actors]--> The Black Balloon --[release_year]--> 2008
Path (Raw):       Rhys Wakefield --[No Operation]--> Rhys Wakefield --[(INV) starred_actors]--> The Black Balloon --[release_year]--> 2008
Neg LogProb(↓):   0.133908
Path Entropy(↓):  0.459907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was day night day night directed by
Start Entity:     Day Night Day Night
Gold Answer:      [['Julia Loktev']]
Predicted Ans:    Julia Loktev
Predicted Path:   Day Night Day Night --[directed_by]--> Julia Loktev --[(INV) directed_by]--> Day Night Day Night --[directed_by]--> Julia Loktev
Path (Raw):       Day Night Day Night --[directed_by]--> Julia Loktev --[(INV) directed_by]--> Day Night Day Night --[directed_by]--> Julia Loktev
Neg LogProb(↓):   0.005913
Path Entropy(↓):  0.036141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the wheeler dealers
Start Entity:     The Wheeler Dealers
Gold Answer:      [['Tony Randall', 'Kim Novak', 'James Garner', 'Claudia Cardinale', 'Tony Curtis', 'Peter Ustinov', 'Howard Duff']]
Predicted Ans:    James Garner
Predicted Path:   The Wheeler Dealers --[written_by]--> Ira Wallach --[(INV) written_by]--> Boys' Night Out --[starred_actors]--> James Garner
Path (Raw):       The Wheeler Dealers --[written_by]--> Ira Wallach --[(INV) written_by]--> Boys' Night Out --[starred_actors]--> James Garner
Neg LogProb(↓):   0.117802
Path Entropy(↓):  0.383973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor steve lawrence acted together with who
Start Entity:     Steve Lawrence
Gold Answer:      [['Steve Martin', 'Charles Grodin', 'Judith Ivey']]
Predicted Ans:    Steve Martin
Predicted Path:   Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy --[starred_actors]--> Steve Martin
Path (Raw):       Steve Lawrence --[No Operation]--> Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.005256
Path Entropy(↓):  0.036181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by brenda joyce
Start Entity:     Brenda Joyce
Gold Answer:      [['Mystery']]
Predicted Ans:    1939
Predicted Path:   Brenda Joyce --[(INV) starred_actors]--> The Rains Came --[release_year]--> 1939
Path (Raw):       Brenda Joyce --[No Operation]--> Brenda Joyce --[(INV) starred_actors]--> The Rains Came --[release_year]--> 1939
Neg LogProb(↓):   0.759158
Path Entropy(↓):  0.846824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies for the writer of ciao, professore!
Start Entity:     Ciao, Professore!
Gold Answer:      [['Guy Ritchie', 'Michael Schultz', 'Lina Wertmüller']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Ciao, Professore! --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Seven Beauties --[directed_by]--> Lina Wertmüller
Path (Raw):       Ciao, Professore! --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Seven Beauties --[directed_by]--> Lina Wertmüller
Neg LogProb(↓):   0.013136
Path Entropy(↓):  0.085963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film frost / nixon
Start Entity:     Frost/Nixon
Gold Answer:      [['1995', '1988', '2001', '2003', '1992', '1989', '2005', '1991', '1996', '2006', '1982', '1985', '1994', '2013', '1986', '2011', '1984', '1977']]
Predicted Ans:    1996
Predicted Path:   Frost/Nixon --[directed_by]--> Ron Howard --[(INV) directed_by]--> Ransom --[release_year]--> 1996
Path (Raw):       Frost/Nixon --[directed_by]--> Ron Howard --[(INV) directed_by]--> Ransom --[release_year]--> 1996
Neg LogProb(↓):   1.219975
Path Entropy(↓):  1.878080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of joe dunthorne written movies
Start Entity:     Joe Dunthorne
Gold Answer:      [['1928', '2010']]
Predicted Ans:    2010
Predicted Path:   Joe Dunthorne --[(INV) written_by]--> Submarine --[release_year]--> 2010
Path (Raw):       Joe Dunthorne --[No Operation]--> Joe Dunthorne --[(INV) written_by]--> Submarine --[release_year]--> 2010
Neg LogProb(↓):   0.126456
Path Entropy(↓):  0.364503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with up in smoke fall under
Start Entity:     Up in Smoke
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Up in Smoke --[written_by]--> Tommy Chong --[(INV) written_by]--> Up in Smoke --[has_genre]--> Comedy
Path (Raw):       Up in Smoke --[written_by]--> Tommy Chong --[(INV) written_by]--> Up in Smoke --[has_genre]--> Comedy
Neg LogProb(↓):   0.197723
Path Entropy(↓):  0.481686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by orson welles were written by who
Start Entity:     Orson Welles
Gold Answer:      [['Victor Trivas', 'Booth Tarkington', 'Luchino Visconti', 'Roman Polanski', 'Karen Blixen', 'Whit Masterson', 'Albert Camus', 'Oliver Parker', 'John Mortimer', 'Sherwood King', 'Bill Krohn', 'Myron Meisel', 'Raphael Holinshed', 'Franz Kafka', 'William Shakespeare', 'Richard Wilson']]
Predicted Ans:    Orson Welles
Predicted Path:   Orson Welles --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Path (Raw):       Orson Welles --[No Operation]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.978473
Path Entropy(↓):  1.037474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was delirious released
Start Entity:     Delirious
Gold Answer:      [['1991']]
Predicted Ans:    2006
Predicted Path:   Delirious --[release_year]--> 2006 --[(INV) release_year]--> Scenes of a Sexual Nature --[release_year]--> 2006
Path (Raw):       Delirious --[release_year]--> 2006 --[(INV) release_year]--> Scenes of a Sexual Nature --[release_year]--> 2006
Neg LogProb(↓):   3.083804
Path Entropy(↓):  4.738785
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of bret roberts acted films
Start Entity:     Bret Roberts
Gold Answer:      [['Adam Weis', 'Phil Flores', 'Mitchell Altieri', 'The Butcher Brothers']]
Predicted Ans:    Phil Flores
Predicted Path:   Bret Roberts --[(INV) starred_actors]--> The Violent Kind --[written_by]--> Phil Flores
Path (Raw):       Bret Roberts --[No Operation]--> Bret Roberts --[(INV) starred_actors]--> The Violent Kind --[written_by]--> Phil Flores
Neg LogProb(↓):   0.023968
Path Entropy(↓):  0.122000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of they died with their boots on
Start Entity:     They Died with Their Boots On
Gold Answer:      [['They Drive by Night', 'The Man I Love', 'Gun Fury', 'Colorado Territory', 'Battle Cry', 'The Big Trail', 'San Antonio', 'Pursued', 'Along the Great Divide', 'Dark Command', 'Objective, Burma!', 'Distant Drums', 'Regeneration', 'Captain Horatio Hornblower R.N.', 'The Strawberry Blonde', 'White Heat', 'The Tall Men', 'Going Hollywood', 'The Lawless Breed', 'The King and Four Queens', 'The Enforcer', 'Desperate Journey', 'Background to Danger', 'High Sierra', 'The Roaring Twenties', 'Gentleman Jim']]
Predicted Ans:    Going Hollywood
Predicted Path:   They Died with Their Boots On --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood
Path (Raw):       They Died with Their Boots On --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[No Operation]--> Going Hollywood
Neg LogProb(↓):   1.114628
Path Entropy(↓):  2.207050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of our man in havana
Start Entity:     Our Man in Havana
Gold Answer:      [['Richard Attenborough', 'Orlando Jones', 'John Gielgud', 'Van Johnson', 'Henry Fonda', 'Harrison Ford', 'Julianne Moore', 'Trevor Howard', 'John Hurt', 'William Hartnell', 'Ralph Fiennes', 'Michael Caine', 'Eddie Griffin', 'Michael Redgrave', 'Joseph Cotten', 'Stephen Rea', 'Sam Riley', 'Brendan Fraser', 'Peter Cushing', 'Do Thi Hai Yen', 'Lauren Bacall', 'Rod Steiger', 'Alida Valli', 'Tommy Lee Jones', 'John Mills', 'Helen Mirren', 'Gary Grubbs', 'Andrea Riseborough', 'Daniel Roebuck', 'Audie Murphy', 'Hermione Baddeley', 'Charles Boyer', 'Giorgia Moll', 'Orson Welles', 'Deborah Kerr', 'Derek Jacobi']]
Predicted Ans:    Michael Redgrave
Predicted Path:   Our Man in Havana --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Path (Raw):       Our Man in Havana --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   1.461136
Path Entropy(↓):  2.010218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of it's complicated
Start Entity:     It's Complicated
Gold Answer:      [['The Out-of-Towners', 'Miami Blues', 'Dirty Rotten Scoundrels', 'The River Wild', 'Lymelife', 'Rise of the Guardians', 'Parenthood', "My Best Friend's Girl", 'Out of Africa', 'One True Thing', 'Leatherheads', 'Cheaper by the Dozen 2', 'The Devil Wears Prada', 'Before and After', 'The Seduction of Joe Tynan', 'Nobody Walks', 'The Hunt for Red October', '¡Three Amigos!', 'Father of the Bride', 'My Blue Heaven', 'Roxanne', 'The Last Shot', "The French Lieutenant's Woman", 'The Jerk', 'Plenty', 'The Juror', 'The Man with Two Brains', 'Rendition', 'The Shadow', "Marvin's Room", "She's Having a Baby", 'A Streetcar Named Desire', 'Home', 'Doubt', "Sophie's Choice", 'Bowfinger', 'Hope Springs', 'Path to War', 'The Giver', 'The Spanish Prisoner', 'The Iron Lady', 'Prelude to a Kiss', 'Fantastic Mr. Fox', 'The Lonely Guy', "Heaven's Prisoners", 'Malice', 'Mixed Nuts', 'A Simple Twist of Fate', 'Lions for Lambs', 'Cheaper by the Dozen', "Dead Men Don't Wear Plaid", 'Dark Matter', 'Elizabethtown', 'The Living Sea', 'The Bridges of Madison County', 'Novocaine', 'Away We Go', 'Dancing at Lughnasa', 'Shopgirl', 'The Pink Panther 2', 'Death Becomes Her', 'Mercury Rising', 'Still of the Night', 'All of Me', 'Prime', 'Ironweed', 'The Ant Bully', 'The Hours', 'The Pink Panther', 'Falling in Love', 'The Marrying Man', 'Father of the Bride Part II', 'Sgt. Bilko', 'Beetlejuice', 'Pennies from Heaven', 'Something Borrowed', 'Heartburn', 'The Confession', 'Ghosts of Mississippi', 'L.A. Story', 'Postcards from the Edge', 'License to Wed', 'Leap of Faith', 'Fun with Dick and Jane', 'The Getaway', 'Bringing Down the House', 'The Edge', 'Music of the Heart', 'She-Devil']]
Predicted Ans:    Sophie's Choice
Predicted Path:   It's Complicated --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice
Path (Raw):       It's Complicated --[starred_actors]--> Meryl Streep --[No Operation]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice
Neg LogProb(↓):   1.195618
Path Entropy(↓):  2.348888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film one false move were in which genres
Start Entity:     One False Move
Gold Answer:      [['Drama', 'Short']]
Predicted Ans:    Drama
Predicted Path:   One False Move --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Sling Blade --[has_genre]--> Drama
Path (Raw):       One False Move --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Sling Blade --[has_genre]--> Drama
Neg LogProb(↓):   0.037396
Path Entropy(↓):  0.168891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed thumbelina
Start Entity:     Thumbelina
Gold Answer:      [['1988', '1995', '2000', '1997', '1989', '1982', '1999', '1994', '1986', '1956']]
Predicted Ans:    1994
Predicted Path:   Thumbelina --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[release_year]--> 1994
Path (Raw):       Thumbelina --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[release_year]--> 1994
Neg LogProb(↓):   0.363564
Path Entropy(↓):  1.062583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the lost continent
Start Entity:     The Lost Continent
Gold Answer:      [['Horror']]
Predicted Ans:    Fantasy
Predicted Path:   The Lost Continent --[written_by]--> Dennis Wheatley --[(INV) written_by]--> The Lost Continent --[has_genre]--> Fantasy
Path (Raw):       The Lost Continent --[written_by]--> Dennis Wheatley --[(INV) written_by]--> The Lost Continent --[has_genre]--> Fantasy
Neg LogProb(↓):   0.485171
Path Entropy(↓):  0.667169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of michael douglas starred movies
Start Entity:     Michael Douglas
Gold Answer:      [['Fritz Lang', 'Peter Hyams', 'Adrian Lyne', 'Rob Reiner', 'Michael Crichton', 'Lewis Teague', 'Harald Zwart', 'Barry Levinson', 'Steven Hilliard Stern', 'Brian Koppelman', 'David Levien', 'David Seltzer', 'Jon Turteltaub', 'Mike Cahill', 'Clark Johnson', 'Ridley Scott', 'Bernard McEveety', 'Andrew Davis', 'Joel Schumacher', 'Gary Fleder', 'Michael Winner', 'Danny DeVito', 'Curtis Hanson', 'Robert Zemeckis', 'Stephen Hopkins', 'Peter Askin', 'Fred Schepisi', 'Mark Waters', 'David Fincher', 'Paul Verhoeven', 'Arthur Hiller', 'James Bridges']]
Predicted Ans:    Peter Hyams
Predicted Path:   Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[directed_by]--> Peter Hyams
Path (Raw):       Michael Douglas --[No Operation]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[directed_by]--> Peter Hyams
Neg LogProb(↓):   0.468012
Path Entropy(↓):  1.272982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the mighty macs also starred in which movies
Start Entity:     The Mighty Macs
Gold Answer:      [['Night at the Museum', 'Women in Trouble', 'Judas Kiss', 'Son in Law', 'The Jimmy Show', 'Snake Eyes', 'Race to Witch Mountain', 'Righteous Kill', 'Elektra Luxx', 'The One', 'Spy Kids']]
Predicted Ans:    The Jimmy Show
Predicted Path:   The Mighty Macs --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show
Path (Raw):       The Mighty Macs --[starred_actors]--> Carla Gugino --[No Operation]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show
Neg LogProb(↓):   0.170745
Path Entropy(↓):  0.698781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in fatal instinct
Start Entity:     Fatal Instinct
Gold Answer:      [['1980', '1992', '1959', '1993', '1979', '1984', '2007', '2009', '1982', '1994', '1956', '1931', '1995', '1948', '2001', '1990', '1989', '1996', '1981', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1987', '1986']]
Predicted Ans:    1992
Predicted Path:   Fatal Instinct --[starred_actors]--> Sherilyn Fenn --[(INV) starred_actors]--> Ruby --[release_year]--> 1992
Path (Raw):       Fatal Instinct --[starred_actors]--> Sherilyn Fenn --[(INV) starred_actors]--> Ruby --[release_year]--> 1992
Neg LogProb(↓):   0.620616
Path Entropy(↓):  1.562038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of tom jones
Start Entity:     Tom Jones
Gold Answer:      [['2003', '1985', '1960', '1959']]
Predicted Ans:    1960
Predicted Path:   Tom Jones --[written_by]--> John Osborne --[(INV) written_by]--> The Entertainer --[release_year]--> 1960
Path (Raw):       Tom Jones --[written_by]--> John Osborne --[(INV) written_by]--> The Entertainer --[release_year]--> 1960
Neg LogProb(↓):   0.371050
Path Entropy(↓):  0.781775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie bullet to the head
Start Entity:     Bullet to the Head
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   Bullet to the Head --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Path (Raw):       Bullet to the Head --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.069925
Path Entropy(↓):  0.293136
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of david and lisa
Start Entity:     David and Lisa
Gold Answer:      [['Richard C. Sarafian', 'Frank Perry']]
Predicted Ans:    Frank Perry
Predicted Path:   David and Lisa --[written_by]--> Eleanor Perry --[(INV) written_by]--> Diary of a Mad Housewife --[directed_by]--> Frank Perry
Path (Raw):       David and Lisa --[written_by]--> Eleanor Perry --[(INV) written_by]--> Diary of a Mad Housewife --[directed_by]--> Frank Perry
Neg LogProb(↓):   1.268936
Path Entropy(↓):  1.790890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by funny people screenwriters
Start Entity:     Funny People
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Funny People --[written_by]--> Judd Apatow --[(INV) written_by]--> Knocked Up --[has_genre]--> Drama
Path (Raw):       Funny People --[written_by]--> Judd Apatow --[(INV) written_by]--> Knocked Up --[has_genre]--> Drama
Neg LogProb(↓):   0.839731
Path Entropy(↓):  1.502065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of shanghai surprise
Start Entity:     Shanghai Surprise
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Shanghai Surprise --[written_by]--> John Kohn --[(INV) written_by]--> The Collector --[has_genre]--> Thriller
Path (Raw):       Shanghai Surprise --[written_by]--> John Kohn --[(INV) written_by]--> The Collector --[has_genre]--> Thriller
Neg LogProb(↓):   0.827228
Path Entropy(↓):  1.319122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by mika nakashima
Start Entity:     Mika Nakashima
Gold Answer:      [['Ai Yazawa']]
Predicted Ans:    Ai Yazawa
Predicted Path:   Mika Nakashima --[(INV) starred_actors]--> Nana --[written_by]--> Ai Yazawa
Path (Raw):       Mika Nakashima --[No Operation]--> Mika Nakashima --[(INV) starred_actors]--> Nana --[written_by]--> Ai Yazawa
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe a hard day's night
Start Entity:     A Hard Day's Night
Gold Answer:      [['beatles', 'the beatles', 'richard lester', 'bd-r', 'comedy', 'music', 'musical']]
Predicted Ans:    the beatles
Predicted Path:   A Hard Day's Night --[has_tags]--> the beatles --[(INV) has_tags]--> I Wanna Hold Your Hand --[has_tags]--> the beatles
Path (Raw):       A Hard Day's Night --[has_tags]--> the beatles --[(INV) has_tags]--> I Wanna Hold Your Hand --[has_tags]--> the beatles
Neg LogProb(↓):   0.022050
Path Entropy(↓):  0.130358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film l. a. story
Start Entity:     L.A. Story
Gold Answer:      [['Steve Martin', 'Dale Launer', 'Ernestine Gilbreth Carey', 'Stan Daniels', 'Ed. Weinberger', 'George Eliot', 'Neil Simon', 'Blake Edwards', 'Jo Swerling', 'Matt Ember', 'Ron Howard', 'Adam Rex', 'Tom J. Astle', 'David Mamet', 'Katherine Leslie Moore', 'David Atkins', 'Bruce Jay Friedman', 'Maurice Richlin', 'Nancy Meyers', 'Randy Newman', 'Lorne Michaels', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Edmond Rostand', 'Scott Neustadter', 'Michael H. Weber', 'Stanley Shapiro', 'Paul Henning', 'Ursula Meier', 'Jason Filardi', 'Carl Reiner', 'Michael Elias', 'Edwin Davis', 'Carl Gottlieb', 'Nora Ephron', 'Dennis Potter', 'Lowell Ganz', 'Babaloo Mandel', 'George Gipe', 'Andy Breckman']]
Predicted Ans:    Babaloo Mandel
Predicted Path:   L.A. Story --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> Parenthood --[written_by]--> Babaloo Mandel
Path (Raw):       L.A. Story --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> Parenthood --[written_by]--> Babaloo Mandel
Neg LogProb(↓):   1.730077
Path Entropy(↓):  1.606402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by rosalind keating shaffer
Start Entity:     Rosalind Keating Shaffer
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Rosalind Keating Shaffer --[(INV) written_by]--> Lady Killer --[in_language]--> French
Path (Raw):       Rosalind Keating Shaffer --[No Operation]--> Rosalind Keating Shaffer --[(INV) written_by]--> Lady Killer --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the last hurrah
Start Entity:     The Last Hurrah
Gold Answer:      [['William Tracy', 'Flora Robson', 'Vera Miles', 'Harrison Ford', 'Marjorie Rambeau', 'Katharine Hepburn', 'Shirley Jones', 'Gloria Stuart', 'Linda Darnell', 'Lee Marvin', 'James Cagney', 'Anne Bancroft', 'Thomas Mitchell', 'Edward G. Robinson', 'Dorothy Lamour', 'Will Rogers', 'Joanne Dru', 'Harry Carey Jr.', 'Grace Kelly', 'Barry Fitzgerald', 'Ian Hunter', 'Barton MacLane', 'Clark Gable', 'Mary Astor', 'Frank Albertson', 'J. Farrell MacDonald', 'Kenneth MacKenna', 'Constance Towers', 'Tyrone Power', 'Henry Fonda', 'Gene Tierney', 'Walter Pidgeon', 'Lee J. Cobb', 'Donna Reed', 'William Holden', 'Andy Devine', 'Corinne Calvet', 'Don Ameche', 'Claudette Colbert', 'Woody Strode', 'Mike Connors', 'Julie Christie', 'Ava Gardner', 'Sue Lyon', 'Margaret Leighton', 'Warner Baxter', 'Tommy Lee Jones', 'Robert Francis', 'Maggie Smith', 'Eugenie Leontovich', 'Rochelle Hudson', 'James Stewart', 'Denzel Washington', 'John Carradine', 'Myrna Loy', 'Shirley Temple', 'Ben Johnson', 'Ward Bond', 'Dan Dailey', 'Brian Donlevy', 'Victor Mature', 'James Hall', 'Margaret Mann', 'Charles Morton', 'Donald Crisp', 'John Wayne', 'David Torrence', 'Linda Cristal', 'Donald Sinden', 'Reginald Denny', 'Humphrey Bogart', "Maureen O'Hara", 'Jean Arthur', 'C. Aubrey Smith', 'Jeffrey Hunter', 'Claire Trevor', 'Robert Montgomery', 'Alex Cord', 'Jon Hall', 'Anna Lee', 'Richard Widmark', 'Rod Taylor', 'Jack Lemmon', 'Jack Warden', 'Elizabeth Allen', 'Harry Carey', 'Catherine Dale Owen', 'Preston Foster', 'Heather Angel', 'William Powell', 'Stepin Fetchit', 'Margot Grahame', 'Edmund Lowe', 'Carolyn Jones', 'Carroll Baker', 'Wallace Ford', 'Boris Karloff', 'Victor McLaglen', 'Spencer Tracy', 'Charley Grapewin']]
Predicted Ans:    John Wayne
Predicted Path:   The Last Hurrah --[directed_by]--> John Ford --[(INV) directed_by]--> Rio Grande --[starred_actors]--> John Wayne
Path (Raw):       The Last Hurrah --[directed_by]--> John Ford --[(INV) directed_by]--> Rio Grande --[starred_actors]--> John Wayne
Neg LogProb(↓):   1.893425
Path Entropy(↓):  2.908859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the real glory starred who
Start Entity:     The Real Glory
Gold Answer:      [['Tyrone Power', 'Edward Arnold', 'Henry Fonda', 'Gene Tierney', 'Van Johnson', 'Lloyd Nolan', 'Vera Miles', 'Richard Conte', 'Sophia Loren', 'Gary Cooper', 'Joan Bennett', 'James Stewart', 'Max Showalter', 'Rossano Brazzi', 'Lee J. Cobb', 'Richard Widmark', 'Richard Basehart', 'Kim Darby', 'Joan Collins', 'Robert Mitchum', 'Ernie Kovacs', 'Joseph Cotten', 'Dean Martin', 'Josh Brolin', 'Nicolas Cage', 'Dana Andrews', 'Paul Douglas', 'Karl Malden', 'Helen Hunt', 'Harry Carey', 'Victor Mature', 'Coleen Gray', 'David Caruso', 'Shirley Temple', 'Stewart Granger', 'Brian Donlevy', 'Lionel Barrymore', 'Franchot Tone', 'Lucille Ball', 'Glen Campbell', 'Rod Steiger', 'Beulah Bondi', 'Carole Lombard', 'Don Ameche', 'George Raft', 'Mark Stevens', 'Barbara Bel Geddes', 'Matt Damon', 'John Wayne', 'Dorothy Lamour', 'Edward G. Robinson', 'Fabian', 'Carolyn Jones', 'Carroll Baker', 'Jeff Bridges', 'Marilyn Monroe', 'Hailee Steinfeld', 'Betty Field', 'Dean Stockwell', 'Cecil Kellaway', 'Richard Burton', 'Richard Cromwell', 'Debra Paget', 'Jean Peters', 'Samuel L. Jackson', 'Bruce Cabot', 'Brian Keith', 'Clifton Webb', 'Steve McQueen', 'Arthur Kennedy']]
Predicted Ans:    David Niven
Predicted Path:   The Real Glory --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Real Glory --[starred_actors]--> David Niven
Path (Raw):       The Real Glory --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Real Glory --[starred_actors]--> David Niven
Neg LogProb(↓):   0.460452
Path Entropy(↓):  1.104034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie nine months
Start Entity:     Nine Months
Gold Answer:      [['Barbara Benedek', 'Todd Haynes', 'Annie Proulx', 'Jane Anderson', 'Aline Brosh McKenna', 'Robert Harling', 'Neil Jordan', 'Brandon Beckner', 'Stephen King', 'Joel Coen', 'Bram Stoker', 'Andrew Stanton', 'Barry Levinson', 'Damian Harris', 'Roman Polanski', 'Grace Cary Bickley', 'Ehren Kruger', 'Stacy Chariton', 'Bruce Wagner', 'Ken Russell', 'Thomas Harris', 'Graham Greene', 'Nora Ephron', 'David Weissman', 'Chris Weitz', 'David Diamond', 'Paul Weitz', 'Nick Hornby', 'Lowell Ganz', 'Henry James', 'Babaloo Mandel', 'James Ivory', 'Billie Letts', 'Tamar Simon Hoffs', 'Richard Glatzer', 'Wash Westmoreland', 'Lisa Genova', 'Don Jakoby', 'Sarah Kernochan', 'Nick Flynn', 'Bart Freundlich', 'John Heilemann', 'Mark Halperin', 'Philip K. Dick', 'David Hare', 'John Duigan', 'Dax Shepard', 'Richard Curtis', 'Wallace Shawn', 'Paul Rudnick', 'John Lasseter', 'Ash Brannon', 'Lee Unkrich', 'Joseph Dougherty', 'Michael Begler', 'Jack Amiel', 'Pascal Bruckner', 'Richard Price', 'Michael Arndt', 'Paul Brickman', 'Howard A. Rodman', 'Natalie Robins', 'Steven M.L. Aronson', 'Theodore Dreiser', 'Marc Lawrence', 'Ethan Coen', 'Brian Helgeland', 'Lawrence D. Cohen', 'Tom Cairns', 'Meg Cabot', 'John Boorman', 'Hadley Davis', 'Terry Ryan', 'Michael Cunningham', 'Todd Berger', 'Danny Strong', 'Erin Cressida Wilson', 'Anne Fontaine']]
Predicted Ans:    Roman Polanski
Predicted Path:   Nine Months --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Path (Raw):       Nine Months --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Neg LogProb(↓):   1.660351
Path Entropy(↓):  1.807122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of pickup on south street
Start Entity:     Pickup on South Street
Gold Answer:      [['Samuel Fuller', 'Charlton Ogburn Jr.', 'Harry Kleiner', 'Romain Gary', 'Curtis Hanson']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Pickup on South Street --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Big Red One --[written_by]--> Samuel Fuller
Path (Raw):       Pickup on South Street --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Big Red One --[written_by]--> Samuel Fuller
Neg LogProb(↓):   0.505512
Path Entropy(↓):  1.361723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by john schlesinger
Start Entity:     John Schlesinger
Gold Answer:      [['1988', '1965', '2007']]
Predicted Ans:    1965
Predicted Path:   John Schlesinger --[(INV) written_by]--> Darling --[release_year]--> 1965
Path (Raw):       John Schlesinger --[No Operation]--> John Schlesinger --[(INV) written_by]--> Darling --[release_year]--> 1965
Neg LogProb(↓):   0.670559
Path Entropy(↓):  1.102627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by gary k. wolf
Start Entity:     Gary K. Wolf
Gold Answer:      [['Who Framed Roger Rabbit']]
Predicted Ans:    Doc Hollywood
Predicted Path:   Gary K. Wolf --[(INV) written_by]--> Who Framed Roger Rabbit --[written_by]--> Jeffrey Price --[(INV) written_by]--> Doc Hollywood
Path (Raw):       Gary K. Wolf --[(INV) written_by]--> Who Framed Roger Rabbit --[written_by]--> Jeffrey Price --[(INV) written_by]--> Doc Hollywood
Neg LogProb(↓):   0.219077
Path Entropy(↓):  0.615209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by jon kasdan
Start Entity:     Jon Kasdan
Gold Answer:      [["Dylan O'Brien", 'Britt Robertson']]
Predicted Ans:    Britt Robertson
Predicted Path:   Jon Kasdan --[(INV) written_by]--> The First Time --[starred_actors]--> Britt Robertson
Path (Raw):       Jon Kasdan --[No Operation]--> Jon Kasdan --[(INV) written_by]--> The First Time --[starred_actors]--> Britt Robertson
Neg LogProb(↓):   0.071226
Path Entropy(↓):  0.250644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of deathwatch
Start Entity:     Deathwatch
Gold Answer:      [['Michael J. Bassett']]
Predicted Ans:    Michael J. Bassett
Predicted Path:   Deathwatch --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane --[directed_by]--> Michael J. Bassett
Path (Raw):       Deathwatch --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane --[directed_by]--> Michael J. Bassett
Neg LogProb(↓):   0.000194
Path Entropy(↓):  0.001851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in our fathers
Start Entity:     Our Fathers
Gold Answer:      [['1980', '1970', '1993', '2006', '1985', '1979', '2007', '1998', '2009', '1982', '1973', '1994', '1983', '1976', '2001', '1990', '1989', '1996', '2002', '1981', '1988', '1978', '2000', '1975', '1966', '2005', '1991', '1965', '1999', '1987', '1986', '1958']]
Predicted Ans:    1965
Predicted Path:   Our Fathers --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music --[release_year]--> 1965
Path (Raw):       Our Fathers --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music --[release_year]--> 1965
Neg LogProb(↓):   1.435734
Path Entropy(↓):  2.279850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of wild river
Start Entity:     Wild River
Gold Answer:      [['America America', 'Splendor in the Grass', 'A Face in the Crowd', 'A Streetcar Named Desire', 'A Tree Grows in Brooklyn', 'Pinky', 'The Sea of Grass', 'Baby Doll', 'East of Eden', 'The Visitors', "Gentleman's Agreement", 'Panic in the Streets', 'The Arrangement', 'On the Waterfront', 'Viva Zapata!', 'The Last Tycoon']]
Predicted Ans:    A Streetcar Named Desire
Predicted Path:   Wild River --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire
Path (Raw):       Wild River --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire --[No Operation]--> A Streetcar Named Desire
Neg LogProb(↓):   0.114623
Path Entropy(↓):  0.508032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for apocalypse now
Start Entity:     Apocalypse Now
Gold Answer:      [['Francis Ford Coppola', 'Michael Herr', 'John Milius']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Apocalypse Now --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Path (Raw):       Apocalypse Now --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.550741
Path Entropy(↓):  1.532893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the a monkey in winter director release
Start Entity:     A Monkey in Winter
Gold Answer:      [['1971', '1979']]
Predicted Ans:    1962
Predicted Path:   A Monkey in Winter --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[release_year]--> 1962
Path (Raw):       A Monkey in Winter --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[release_year]--> 1962
Neg LogProb(↓):   0.108377
Path Entropy(↓):  0.420257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by lynn root in
Start Entity:     Lynn Root
Gold Answer:      [['Musical', 'Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Lynn Root --[(INV) written_by]--> The Saint in London --[has_genre]--> Crime
Path (Raw):       Lynn Root --[No Operation]--> Lynn Root --[(INV) written_by]--> The Saint in London --[has_genre]--> Crime
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for inside daisy clover
Start Entity:     Inside Daisy Clover
Gold Answer:      [['Robert Mulligan']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Inside Daisy Clover --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Path (Raw):       Inside Daisy Clover --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.189349
Path Entropy(↓):  0.553190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the love god?, when was it released
Start Entity:     The Love God?
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   The Love God? --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Path (Raw):       The Love God? --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Neg LogProb(↓):   2.475514
Path Entropy(↓):  3.483677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of a short film about john bolton
Start Entity:     A Short Film About John Bolton
Gold Answer:      [['Coraline', 'Beowulf', 'Stardust']]
Predicted Ans:    Beowulf
Predicted Path:   A Short Film About John Bolton --[written_by]--> Neil Gaiman --[(INV) written_by]--> Beowulf
Path (Raw):       A Short Film About John Bolton --[written_by]--> Neil Gaiman --[(INV) written_by]--> Beowulf --[No Operation]--> Beowulf
Neg LogProb(↓):   0.023270
Path Entropy(↓):  0.116087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was mister magoo's christmas carol released
Start Entity:     Mister Magoo's Christmas Carol
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   Mister Magoo's Christmas Carol --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Path (Raw):       Mister Magoo's Christmas Carol --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Neg LogProb(↓):   1.182576
Path Entropy(↓):  2.839402
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does susan peters appear in
Start Entity:     Susan Peters
Gold Answer:      [['Random Harvest']]
Predicted Ans:    Madame Curie
Predicted Path:   Susan Peters --[(INV) starred_actors]--> Random Harvest --[starred_actors]--> Greer Garson --[(INV) starred_actors]--> Madame Curie
Path (Raw):       Susan Peters --[(INV) starred_actors]--> Random Harvest --[starred_actors]--> Greer Garson --[(INV) starred_actors]--> Madame Curie
Neg LogProb(↓):   0.036527
Path Entropy(↓):  0.199818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed the mating season
Start Entity:     The Mating Season
Gold Answer:      [['1998', '1946', '1939', '1944', '1950', '1940', '1938', '1947', '1932', '1945', '1941', '1937', '1943']]
Predicted Ans:    1940
Predicted Path:   The Mating Season --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[release_year]--> 1940
Path (Raw):       The Mating Season --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[release_year]--> 1940
Neg LogProb(↓):   1.219880
Path Entropy(↓):  2.064742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by rob schneider in
Start Entity:     Rob Schneider
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rob Schneider --[(INV) directed_by]--> Big Stan --[has_genre]--> Comedy
Path (Raw):       Rob Schneider --[No Operation]--> Rob Schneider --[(INV) directed_by]--> Big Stan --[has_genre]--> Comedy
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by baz luhrmann were released in which years
Start Entity:     Baz Luhrmann
Gold Answer:      [['1949', '2008', '2001', '1992', '1996', '1974', '2013']]
Predicted Ans:    1949
Predicted Path:   Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[release_year]--> 1949
Path (Raw):       Baz Luhrmann --[No Operation]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[release_year]--> 1949
Neg LogProb(↓):   0.255710
Path Entropy(↓):  0.729008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the incredible shrinking man
Start Entity:     The Incredible Shrinking Man
Gold Answer:      [['Martin Berkeley', 'Robert M. Fresco', 'Hal Kanter', 'Jack Arnold', 'Leonard Wibberley', 'Frank Telford', 'John McGreevey', 'Stanley Mann', 'Valentine Davies', 'Vera Caspary', 'Ivan Tors', 'Roger MacDougall', 'Ray Bradbury']]
Predicted Ans:    Ray Bradbury
Predicted Path:   The Incredible Shrinking Man --[directed_by]--> Jack Arnold --[(INV) directed_by]--> It Came from Outer Space --[written_by]--> Ray Bradbury
Path (Raw):       The Incredible Shrinking Man --[directed_by]--> Jack Arnold --[(INV) directed_by]--> It Came from Outer Space --[written_by]--> Ray Bradbury
Neg LogProb(↓):   1.228911
Path Entropy(↓):  1.710616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of diablo cody written films
Start Entity:     Diablo Cody
Gold Answer:      [['2009', '1991', '1982', '2011', '2013', '2007']]
Predicted Ans:    2011
Predicted Path:   Diablo Cody --[(INV) written_by]--> Young Adult --[release_year]--> 2011
Path (Raw):       Diablo Cody --[No Operation]--> Diablo Cody --[(INV) written_by]--> Young Adult --[release_year]--> 2011
Neg LogProb(↓):   0.712746
Path Entropy(↓):  1.098414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by mathieu demy release
Start Entity:     Mathieu Demy
Gold Answer:      [['2011', '2005']]
Predicted Ans:    2005
Predicted Path:   Mathieu Demy --[(INV) directed_by]--> Americano --[release_year]--> 2005
Path (Raw):       Mathieu Demy --[No Operation]--> Mathieu Demy --[(INV) directed_by]--> Americano --[release_year]--> 2005
Neg LogProb(↓):   0.433662
Path Entropy(↓):  0.648597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in rookie of the year also appears in which films
Start Entity:     Rookie of the Year
Gold Answer:      [['Under Siege', 'Drop Zone', "Let's Get Harry", 'Silver Bullet', 'Surviving the Game', 'Point Break', 'Carny', 'Lethal Weapon', 'Barbarosa', 'Eye of the Tiger', 'Hider in the House', 'American Pie', 'Straight Time', 'Malcolm X', 'The Buddy Holly Story', 'Big Wednesday', 'Cattle Call']]
Predicted Ans:    American Pie
Predicted Path:   Rookie of the Year --[starred_actors]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie
Path (Raw):       Rookie of the Year --[starred_actors]--> Thomas Ian Nicholas --[No Operation]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie
Neg LogProb(↓):   0.051991
Path Entropy(↓):  0.224542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in amin matalqa directed films
Start Entity:     Amin Matalqa
Gold Answer:      [['Arabic']]
Predicted Ans:    Arabic
Predicted Path:   Amin Matalqa --[(INV) directed_by]--> Captain Abu Raed --[in_language]--> Arabic
Path (Raw):       Amin Matalqa --[No Operation]--> Amin Matalqa --[(INV) directed_by]--> Captain Abu Raed --[in_language]--> Arabic
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with essence atkins
Start Entity:     Essence Atkins
Gold Answer:      [['LL Cool J', 'Gabrielle Union', 'Duane Martin']]
Predicted Ans:    Essence Atkins
Predicted Path:   Essence Atkins --[(INV) starred_actors]--> Deliver Us from Eva --[starred_actors]--> Essence Atkins
Path (Raw):       Essence Atkins --[No Operation]--> Essence Atkins --[(INV) starred_actors]--> Deliver Us from Eva --[starred_actors]--> Essence Atkins
Neg LogProb(↓):   0.269773
Path Entropy(↓):  0.582244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the sheltering sky
Start Entity:     The Sheltering Sky
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   The Sheltering Sky --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       The Sheltering Sky --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.276827
Path Entropy(↓):  4.029561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film major league
Start Entity:     Major League
Gold Answer:      [['1983', '1988', '1993', '1982', '1973', '2006']]
Predicted Ans:    2006
Predicted Path:   Major League --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[release_year]--> 2006
Path (Raw):       Major League --[written_by]--> David S. Ward --[(INV) written_by]--> Flyboys --[release_year]--> 2006
Neg LogProb(↓):   0.329484
Path Entropy(↓):  0.880969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the look of love
Start Entity:     The Look of Love
Gold Answer:      [['Amanda Plummer', 'Saskia Reeves', 'Gina McKee', 'Jamal Udin Torabi', 'Shirley Henderson', 'Enayatullah', 'Kate Bosworth', 'Dan Futterman', 'Angelina Jolie', 'Robert Carlyle', 'Jessica Alba', 'Riz Ahmed', 'Casey Affleck', 'Molly Parker', 'Val Kilmer', 'Steve Coogan', 'Naomi Klein', 'Kate Hudson', 'Freida Pinto', 'Archie Panjabi']]
Predicted Ans:    Robert Carlyle
Predicted Path:   The Look of Love --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[starred_actors]--> Robert Carlyle
Path (Raw):       The Look of Love --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.362931
Path Entropy(↓):  0.922178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does veronica sywak star in
Start Entity:     Veronica Sywak
Gold Answer:      [['Welcome to the Jungle']]
Predicted Ans:    Welcome to the Jungle
Predicted Path:   Veronica Sywak --[(INV) starred_actors]--> Welcome to the Jungle --[starred_actors]--> Callard Harris --[(INV) starred_actors]--> Welcome to the Jungle
Path (Raw):       Veronica Sywak --[(INV) starred_actors]--> Welcome to the Jungle --[starred_actors]--> Callard Harris --[(INV) starred_actors]--> Welcome to the Jungle
Neg LogProb(↓):   0.403561
Path Entropy(↓):  0.638094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in i love you phillip morris also appears in which films
Start Entity:     I Love You Phillip Morris
Gold Answer:      [['Dumb and Dumber To', 'The Ghost Writer', 'Batman Forever', 'The Truman Show', 'Jackboots on Whitehall', 'Deception', 'Horton Hears a Who!', 'Jack the Giant Slayer', 'A Christmas Carol', 'Last Days in the Desert', 'The Majestic', 'Incendiary', "Mr. Popper's Penguins", 'Big Fish', "Lemony Snicket's A Series of Unfortunate Events", 'The Cable Guy', 'The Impossible', 'Moulin Rouge!', 'Black Hawk Down', 'Blue Juice', 'The Sex and Violence Family Hour', 'The Island', 'Man on the Moon', 'The Mask', 'Yes Man', 'Amelia', 'Mortdecai', 'Stay', 'Bruce Almighty', 'The Number 23', 'Copper Mountain', 'Liar Liar', 'Fun with Dick and Jane', 'Earth Girls Are Easy', 'Perfect Sense', 'The Incredible Burt Wonderstone', 'Once Bitten', 'Trainspotting', 'Nightwatch', 'Shallow Grave', 'Brassed Off', 'Down with Love', 'Miss Potter', 'Rogue Trader', 'Eye of the Beholder', 'Eternal Sunshine of the Spotless Mind', 'Son of a Gun', 'The Men Who Stare at Goats']]
Predicted Ans:    Nightwatch
Predicted Path:   I Love You Phillip Morris --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch
Path (Raw):       I Love You Phillip Morris --[starred_actors]--> Ewan McGregor --[No Operation]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch
Neg LogProb(↓):   0.814962
Path Entropy(↓):  2.032676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed toolbox murders
Start Entity:     Toolbox Murders
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Toolbox Murders --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Path (Raw):       Toolbox Murders --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Neg LogProb(↓):   0.257295
Path Entropy(↓):  0.748763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the disappearance of haruhi suzumiya
Start Entity:     The Disappearance of Haruhi Suzumiya
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   The Disappearance of Haruhi Suzumiya --[written_by]--> Nagaru Tanigawa --[(INV) written_by]--> The Disappearance of Haruhi Suzumiya --[has_genre]--> Animation
Path (Raw):       The Disappearance of Haruhi Suzumiya --[written_by]--> Nagaru Tanigawa --[(INV) written_by]--> The Disappearance of Haruhi Suzumiya --[has_genre]--> Animation
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robby benson were in which languages
Start Entity:     Robby Benson
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[in_language]--> French
Path (Raw):       Robby Benson --[No Operation]--> Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[in_language]--> French
Neg LogProb(↓):   0.693224
Path Entropy(↓):  0.694030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was frank r. adams the writer of
Start Entity:     Frank R. Adams
Gold Answer:      [['The Cowboy and the Lady']]
Predicted Ans:    The Cowboy and the Lady
Predicted Path:   Frank R. Adams --[(INV) written_by]--> The Cowboy and the Lady --[written_by]--> Frank R. Adams --[(INV) written_by]--> The Cowboy and the Lady
Path (Raw):       Frank R. Adams --[(INV) written_by]--> The Cowboy and the Lady --[written_by]--> Frank R. Adams --[(INV) written_by]--> The Cowboy and the Lady
Neg LogProb(↓):   0.117056
Path Entropy(↓):  0.397872
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by kevin lund were in which genres
Start Entity:     Kevin Lund
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Kevin Lund --[(INV) written_by]--> Tracers --[has_genre]--> Action
Path (Raw):       Kevin Lund --[No Operation]--> Kevin Lund --[(INV) written_by]--> Tracers --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did bill rebane write the story for
Start Entity:     Bill Rebane
Gold Answer:      [['The Capture of Bigfoot']]
Predicted Ans:    The Capture of Bigfoot
Predicted Path:   Bill Rebane --[(INV) written_by]--> The Capture of Bigfoot --[written_by]--> Bill Rebane --[(INV) written_by]--> The Capture of Bigfoot
Path (Raw):       Bill Rebane --[(INV) written_by]--> The Capture of Bigfoot --[written_by]--> Bill Rebane --[(INV) written_by]--> The Capture of Bigfoot
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of khalil kain starred movies
Start Entity:     Khalil Kain
Gold Answer:      [['Ernest R. Dickerson', 'Gerard Brown']]
Predicted Ans:    Ernest R. Dickerson
Predicted Path:   Khalil Kain --[(INV) starred_actors]--> Juice --[written_by]--> Ernest R. Dickerson
Path (Raw):       Khalil Kain --[No Operation]--> Khalil Kain --[(INV) starred_actors]--> Juice --[written_by]--> Ernest R. Dickerson
Neg LogProb(↓):   0.059137
Path Entropy(↓):  0.231336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie kinetta starred who
Start Entity:     Kinetta
Gold Answer:      [['Evangelia Randou', 'Aris Servetalis', 'Costas Xikominos']]
Predicted Ans:    Aris Servetalis
Predicted Path:   Kinetta --[starred_actors]--> Aris Servetalis --[(INV) starred_actors]--> Kinetta --[starred_actors]--> Aris Servetalis
Path (Raw):       Kinetta --[starred_actors]--> Aris Servetalis --[(INV) starred_actors]--> Kinetta --[starred_actors]--> Aris Servetalis
Neg LogProb(↓):   0.028252
Path Entropy(↓):  0.165116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote leviathan
Start Entity:     Leviathan
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Leviathan --[written_by]--> Andrey Zvyagintsev --[(INV) written_by]--> Leviathan --[in_language]--> Russian
Path (Raw):       Leviathan --[written_by]--> Andrey Zvyagintsev --[(INV) written_by]--> Leviathan --[in_language]--> Russian
Neg LogProb(↓):   0.690177
Path Entropy(↓):  0.808295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of secret admirer
Start Entity:     Secret Admirer
Gold Answer:      [['Rude Awakening']]
Predicted Ans:    Secret Admirer
Predicted Path:   Secret Admirer --[directed_by]--> David Greenwalt --[(INV) directed_by]--> Secret Admirer
Path (Raw):       Secret Admirer --[No Operation]--> Secret Admirer --[directed_by]--> David Greenwalt --[(INV) directed_by]--> Secret Admirer
Neg LogProb(↓):   0.127725
Path Entropy(↓):  0.370638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film smart money
Start Entity:     Smart Money
Gold Answer:      [['1946', '1944', '1923', '1959', '1936', '1967', '1935', '1941', '1984', '2007', '1968', '1963', '1939', '1933', '1957', '1982', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1981', '1961', '1955', '1962', '1934', '1949', '1950', '1960', '1945', '1937', '1930']]
Predicted Ans:    1939
Predicted Path:   Smart Money --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties --[release_year]--> 1939
Path (Raw):       Smart Money --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties --[release_year]--> 1939
Neg LogProb(↓):   1.167854
Path Entropy(↓):  2.419771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of remember the night
Start Entity:     Remember the Night
Gold Answer:      [['Ray Milland', 'Marlene Dietrich', 'Edward Arnold', 'Fred MacMurray', 'Gene Tierney', 'Nigel Bruce', 'W.C. Fields', 'John Lund', 'Basil Rathbone', 'Jane Cowl', 'Phyllis Thaxter', 'Mary Anderson', 'Barbara Stanwyck', 'Paulette Goddard', 'Francis Lederer', 'Murvyn Vye', 'Olivia de Havilland', 'Roland Culver', 'Carole Lombard', 'Claudette Colbert', 'John Barrymore', 'Don Ameche', 'Thelma Ritter', 'Luis Alberni', 'Arturo de Córdova', 'Joan Fontaine', 'Miriam Hopkins', 'Reginald Owen', 'Clark Gable', 'Charles Boyer', 'Patric Knowles', 'Jean Arthur', 'Victor Francen']]
Predicted Ans:    Marlene Dietrich
Predicted Path:   Remember the Night --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Golden Earrings --[starred_actors]--> Marlene Dietrich
Path (Raw):       Remember the Night --[directed_by]--> Mitchell Leisen --[(INV) directed_by]--> Golden Earrings --[starred_actors]--> Marlene Dietrich
Neg LogProb(↓):   0.958942
Path Entropy(↓):  1.488793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by michael wilson
Start Entity:     Michael Wilson
Gold Answer:      [['Tim Burton', 'Herbert J. Biberman', 'William Wyler', 'George Stevens', 'Franklin J. Schaffner', 'Joseph L. Mankiewicz', 'David Lean']]
Predicted Ans:    Franklin J. Schaffner
Predicted Path:   Michael Wilson --[(INV) written_by]--> Planet of the Apes --[directed_by]--> Franklin J. Schaffner
Path (Raw):       Michael Wilson --[No Operation]--> Michael Wilson --[(INV) written_by]--> Planet of the Apes --[directed_by]--> Franklin J. Schaffner
Neg LogProb(↓):   0.516909
Path Entropy(↓):  0.832699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by brandon camp released
Start Entity:     Brandon Camp
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Brandon Camp --[(INV) directed_by]--> Love Happens --[release_year]--> 2009
Path (Raw):       Brandon Camp --[No Operation]--> Brandon Camp --[(INV) directed_by]--> Love Happens --[release_year]--> 2009
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does lilyan tashman appear in
Start Entity:     Lilyan Tashman
Gold Answer:      [['Millie']]
Predicted Ans:    Millie
Predicted Path:   Lilyan Tashman --[(INV) starred_actors]--> Millie --[starred_actors]--> Lilyan Tashman --[(INV) starred_actors]--> Millie
Path (Raw):       Lilyan Tashman --[(INV) starred_actors]--> Millie --[starred_actors]--> Lilyan Tashman --[(INV) starred_actors]--> Millie
Neg LogProb(↓):   0.001482
Path Entropy(↓):  0.011718
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of needful things
Start Entity:     Needful Things
Gold Answer:      [['Denise Crosby', 'Marcia Gay Harden', 'Tom Savini', 'David Keith', 'Julianne Moore', 'Anthony Hopkins', 'John Cusack', 'James Caan', 'Shelley Duvall', 'Danny Lloyd', 'Fritz Weaver', 'Herbert Lom', 'Joe Mantegna', 'Sissy Spacek', 'Pat Hingle', 'Michael Constantine', 'Lucinda Jenney', 'Michael Clarke Duncan', 'Christopher Walken', 'Julie Entwisle', 'Laura Harrington', 'John Turturro', 'Morgan Freeman', 'Tim Robbins', 'William Katt', 'Dale Midkiff', 'Jeff Fahey', 'David Morse', 'Brooke Adams', 'Jack Nicholson', 'Wes Bentley', 'Emmanuelle Vaugier', 'James Woods', 'Alan King', 'Fred Gwynne', 'Piper Laurie', 'Corey Haim', 'Bonnie Hunt', 'Robert Englund', 'Pierce Brosnan', 'Adrienne Barbeau', 'Ted Levine', 'Amy Madigan', 'Kathy Bates', 'Robert John Burke', 'Gary Busey', 'Hal Holbrook', 'Frances Sternhagen', 'Richard Farnsworth', 'Tom Hanks', 'Timothy Hutton', 'Jim Brown', 'Emilio Estevez', 'Damian Lewis', 'Megan Follows', 'Tom Skerritt', 'Andre Braugher', 'Christian Slater', 'Jennifer Jones', 'Ian McKellen', 'Everett McGill', 'Linda Hamilton', 'Laurence Olivier', 'Jason Lee', 'John Stockwell', 'Drew Barrymore', 'Miguel Ferrer', 'Keith Gordon', 'Thomas Jane', 'Leslie Nielsen', 'Arnold Schwarzenegger', 'Chloë Grace Moretz', 'Jennifer Jason Leigh', 'Laurie Holden', 'Scatman Crothers', 'Brad Renfro', 'Amy Irving', 'Johnny Depp', 'Alexandra Paul', 'Peter Horton', 'Michael Rooker']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Needful Things --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Path (Raw):       Needful Things --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.152880
Path Entropy(↓):  0.573224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with when night is falling fall under
Start Entity:     When Night Is Falling
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   When Night Is Falling --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park --[has_genre]--> Comedy
Path (Raw):       When Night Is Falling --[directed_by]--> Patricia Rozema --[(INV) directed_by]--> Mansfield Park --[has_genre]--> Comedy
Neg LogProb(↓):   1.150650
Path Entropy(↓):  1.470959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie end game
Start Entity:     End Game
Gold Answer:      [['Roger Donaldson', 'Michael Polish', 'Joseph Ruben', 'James B. Harris', 'Taylor Hackford', 'Barnet Kellman', 'Lewis Teague', 'Harald Zwart', 'John Badham', 'Trevor White', 'Oliver Stone', 'Vincent Sherman', 'Harold Becker', 'Luis Llosa', 'John Carpenter', 'Sofia Coppola', 'Sergio Leone', 'David Cronenberg', 'Frank Pierson', 'John Flynn', 'Jonathan Kaplan', 'Sam Peckinpah', 'Rob Reiner', 'Michael Ritchie']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   End Game --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Path (Raw):       End Game --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.374877
Path Entropy(↓):  1.130459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of harry and walter go to new york
Start Entity:     Harry and Walter Go to New York
Gold Answer:      [['Drama', 'War', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Harry and Walter Go to New York --[written_by]--> John Byrum --[(INV) written_by]--> Sphinx --[has_genre]--> Adventure
Path (Raw):       Harry and Walter Go to New York --[written_by]--> John Byrum --[(INV) written_by]--> Sphinx --[has_genre]--> Adventure
Neg LogProb(↓):   0.337749
Path Entropy(↓):  0.841520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by michael stuhlbarg release
Start Entity:     Michael Stuhlbarg
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Michael Stuhlbarg --[(INV) starred_actors]--> A Serious Man --[release_year]--> 2009
Path (Raw):       Michael Stuhlbarg --[No Operation]--> Michael Stuhlbarg --[(INV) starred_actors]--> A Serious Man --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by chris marker
Start Entity:     Chris Marker
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Chris Marker --[(INV) directed_by]--> Sans Soleil --[in_language]--> French
Path (Raw):       Chris Marker --[No Operation]--> Chris Marker --[(INV) directed_by]--> Sans Soleil --[in_language]--> French
Neg LogProb(↓):   0.009752
Path Entropy(↓):  0.055422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of pinero also starred in which movies
Start Entity:     Piñero
Gold Answer:      [['The Great Raid', 'The Lesser Blessed', 'Miss Congeniality', 'Abandon', 'Love in the Time of Cholera', 'Despicable Me 2', 'The Next Best Thing', 'Catwoman', 'Thumbsucker']]
Predicted Ans:    The Great Raid
Predicted Path:   Piñero --[starred_actors]--> Benjamin Bratt --[(INV) starred_actors]--> The Great Raid
Path (Raw):       Piñero --[starred_actors]--> Benjamin Bratt --[No Operation]--> Benjamin Bratt --[(INV) starred_actors]--> The Great Raid
Neg LogProb(↓):   0.910328
Path Entropy(↓):  1.341471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed ginger and fred
Start Entity:     Ginger and Fred
Gold Answer:      [['Alberto Lattuada', 'Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Tullio Pinelli', 'Ennio Flaiano', 'Michelangelo Antonioni', 'Roger Vadim', 'Giacomo Casanova', 'Brunello Rondi', 'Edgar Allan Poe', 'Cesare Zavattini', 'Louis Malle']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Ginger and Fred --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead --[written_by]--> Edgar Allan Poe
Path (Raw):       Ginger and Fred --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Spirits of the Dead --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.861979
Path Entropy(↓):  2.034815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by gary young
Start Entity:     Gary Young
Gold Answer:      [['Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Gary Young --[(INV) written_by]--> The Tournament --[has_genre]--> Thriller
Path (Raw):       Gary Young --[No Operation]--> Gary Young --[(INV) written_by]--> The Tournament --[has_genre]--> Thriller
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film a study in terror
Start Entity:     A Study in Terror
Gold Answer:      [['Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   A Study in Terror --[starred_actors]--> John Neville --[(INV) starred_actors]--> The Adventures of Baron Munchausen --[written_by]--> Terry Gilliam
Path (Raw):       A Study in Terror --[starred_actors]--> John Neville --[(INV) starred_actors]--> The Adventures of Baron Munchausen --[written_by]--> Terry Gilliam
Neg LogProb(↓):   0.009778
Path Entropy(↓):  0.059142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of westworld
Start Entity:     Westworld
Gold Answer:      [['Runaway', 'Physical Evidence', 'The 13th Warrior', 'Looker', 'Coma']]
Predicted Ans:    The 13th Warrior
Predicted Path:   Westworld --[directed_by]--> Michael Crichton --[(INV) directed_by]--> The 13th Warrior
Path (Raw):       Westworld --[directed_by]--> Michael Crichton --[(INV) directed_by]--> The 13th Warrior --[No Operation]--> The 13th Warrior
Neg LogProb(↓):   0.219316
Path Entropy(↓):  0.748820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in beautiful joe
Start Entity:     Beautiful Joe
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Beautiful Joe --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[in_language]--> Spanish
Path (Raw):       Beautiful Joe --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by reginald berkeley
Start Entity:     Reginald Berkeley
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Reginald Berkeley --[(INV) written_by]--> Broken Lullaby --[in_language]--> English
Path (Raw):       Reginald Berkeley --[No Operation]--> Reginald Berkeley --[(INV) written_by]--> Broken Lullaby --[in_language]--> English
Neg LogProb(↓):   0.000270
Path Entropy(↓):  0.002492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of men in war
Start Entity:     Men in War
Gold Answer:      [['June Allyson', 'Farley Granger', 'Arnold Schwarzenegger', 'Henry Fonda', 'Sophia Loren', 'Gary Cooper', 'Kathryn Harrold', 'Guy Madison', 'Maria Schell', 'James Stewart', 'Anthony Perkins', 'Howard Da Silva', 'Barbara Stanwyck', 'George Murphy', "Dennis O'Keefe", "Cathy O'Donnell", 'Hugh Beaumont', 'Charlton Heston', 'Richard Dix', 'Mary Meade', 'Jane Randolph', 'John Ireland', 'Alfred Ryder', 'Victor Mature', 'Sheila Ryan', 'Raymond Burr', 'Steve Brodie', 'Douglas Fowley', 'Audrey Long', 'Sam Wanamaker', 'Donald Crisp', 'Stephen Boyd', 'Estelle Taylor', 'Ruth Roman', 'Wendell Corey', 'Walter Huston', 'Robert Ryan', 'Glenn Ford', 'Walter Brennan', 'Robert Taylor', 'Ricardo Montalban', 'Janet Leigh', 'Shelley Winters', 'Wallace Ford', 'Alec Guinness', 'Stephen McNally', 'Irene Dunne', 'Robert Preston', 'James Mason', 'Rock Hudson', 'Arthur Kennedy']]
Predicted Ans:    James Stewart
Predicted Path:   Men in War --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       Men in War --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.115965
Path Entropy(↓):  0.521210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Romulus, my father is a film written by this person
Start Entity:     Romulus, My Father
Gold Answer:      [['Raimond Gaita']]
Predicted Ans:    Raimond Gaita
Predicted Path:   Romulus, My Father --[written_by]--> Raimond Gaita --[(INV) written_by]--> Romulus, My Father --[written_by]--> Raimond Gaita
Path (Raw):       Romulus, My Father --[written_by]--> Raimond Gaita --[(INV) written_by]--> Romulus, My Father --[written_by]--> Raimond Gaita
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jobeth williams appear in
Start Entity:     JoBeth Williams
Gold Answer:      [['Teachers', 'Memories of Me', 'Dutch', 'Switch', 'Just Write', 'Desert Bloom', 'The Day After']]
Predicted Ans:    Switch
Predicted Path:   JoBeth Williams --[(INV) starred_actors]--> Switch --[starred_actors]--> Jimmy Smits --[(INV) starred_actors]--> Switch
Path (Raw):       JoBeth Williams --[(INV) starred_actors]--> Switch --[starred_actors]--> Jimmy Smits --[(INV) starred_actors]--> Switch
Neg LogProb(↓):   0.131936
Path Entropy(↓):  0.430826
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is rambo in
Start Entity:     Rambo
Gold Answer:      [['War', 'Action']]
Predicted Ans:    War
Predicted Path:   Rambo --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Rambo --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.377166
Path Entropy(↓):  2.612362
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie allan quatermain and the lost city of gold
Start Entity:     Allan Quatermain and the Lost City of Gold
Gold Answer:      [['Mary Rodgers']]
Predicted Ans:    Mary Rodgers
Predicted Path:   Allan Quatermain and the Lost City of Gold --[directed_by]--> Gary Nelson --[(INV) directed_by]--> Freaky Friday --[written_by]--> Mary Rodgers
Path (Raw):       Allan Quatermain and the Lost City of Gold --[directed_by]--> Gary Nelson --[(INV) directed_by]--> Freaky Friday --[written_by]--> Mary Rodgers
Neg LogProb(↓):   0.951247
Path Entropy(↓):  1.328884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film armed and dangerous
Start Entity:     Armed and Dangerous
Gold Answer:      [['Andrew Solt', 'Walter Hill', 'John Schlesinger', 'Stephen Frears', 'Christopher Guest', 'Les Mayfield', 'John Huston', 'William Berke', 'Lester Wm. Berke', 'Richard Franklin', 'Ron Howard', 'Holly Goldberg Sloan', 'Steven Schachter', 'Penny Marshall', 'Harvey Kahn', 'William Lustig', 'Nicholas Meyer', 'Paul Flaherty', 'Malcolm Leo', 'Michael Moore', 'David Bowers', 'John Hillcoat', 'Dennie Gordon', 'Joseph Sargent', 'Howard Deutch', 'Adam Shankman', 'Carl Reiner', 'Wallace Wolodarsky', 'David Steinberg', 'Gabriel Sabloff', 'Mel Brooks', 'Chris Columbus', 'John Hughes', 'Stan Dragoti', 'Tom DiCillo']]
Predicted Ans:    Harvey Kahn
Predicted Path:   Armed and Dangerous --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Path (Raw):       Armed and Dangerous --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Neg LogProb(↓):   0.302898
Path Entropy(↓):  0.868794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie sex and the city are written by who
Start Entity:     Sex and the City
Gold Answer:      [['Michael Patrick King']]
Predicted Ans:    Michael Patrick King
Predicted Path:   Sex and the City --[directed_by]--> Michael Patrick King --[(INV) directed_by]--> Sex and the City 2 --[written_by]--> Michael Patrick King
Path (Raw):       Sex and the City --[directed_by]--> Michael Patrick King --[(INV) directed_by]--> Sex and the City 2 --[written_by]--> Michael Patrick King
Neg LogProb(↓):   0.791842
Path Entropy(↓):  1.028139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing and then there were none
Start Entity:     And Then There Were None
Gold Answer:      [['bd-r', 'agatha christie', 'mystery', 'rené clair']]
Predicted Ans:    bd-r
Predicted Path:   And Then There Were None --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       And Then There Were None --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.613885
Path Entropy(↓):  1.195647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in apocalypse now
Start Entity:     Apocalypse Now
Gold Answer:      [['Robert Duvall', 'Martin Sheen', 'Marlon Brando']]
Predicted Ans:    Robert Duvall
Predicted Path:   Apocalypse Now --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Assassination Tango --[starred_actors]--> Robert Duvall
Path (Raw):       Apocalypse Now --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Assassination Tango --[starred_actors]--> Robert Duvall
Neg LogProb(↓):   0.465462
Path Entropy(↓):  0.712930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie a midsummer night's dream
Start Entity:     A Midsummer Night's Dream
Gold Answer:      [['Barbara Jefford', 'Derek Godfrey']]
Predicted Ans:    Stanley Tucci
Predicted Path:   A Midsummer Night's Dream --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> The Impostors --[starred_actors]--> Stanley Tucci
Path (Raw):       A Midsummer Night's Dream --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> The Impostors --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   0.368260
Path Entropy(↓):  0.939591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor darryl hickman is a co - star of who
Start Entity:     Darryl Hickman
Gold Answer:      [['Patricia Cutts', 'Judith Evelyn', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   Darryl Hickman --[(INV) starred_actors]--> The Tingler --[starred_actors]--> Vincent Price
Path (Raw):       Darryl Hickman --[No Operation]--> Darryl Hickman --[(INV) starred_actors]--> The Tingler --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.008388
Path Entropy(↓):  0.053161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the sun
Start Entity:     The Sun
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Sun --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       The Sun --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.283234
Path Entropy(↓):  3.285026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by allen rivkin were released in which years
Start Entity:     Allen Rivkin
Gold Answer:      [['1947', '1949']]
Predicted Ans:    1949
Predicted Path:   Allen Rivkin --[(INV) written_by]--> Tension --[release_year]--> 1949
Path (Raw):       Allen Rivkin --[No Operation]--> Allen Rivkin --[(INV) written_by]--> Tension --[release_year]--> 1949
Neg LogProb(↓):   0.021799
Path Entropy(↓):  0.104062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of donovan's brain
Start Entity:     Donovan's Brain
Gold Answer:      [['Curt Siodmak']]
Predicted Ans:    Curt Siodmak
Predicted Path:   Donovan's Brain --[written_by]--> Curt Siodmak --[(INV) written_by]--> Donovan's Brain --[written_by]--> Curt Siodmak
Path (Raw):       Donovan's Brain --[written_by]--> Curt Siodmak --[(INV) written_by]--> Donovan's Brain --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.384228
Path Entropy(↓):  0.879930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by elliot tiber
Start Entity:     Elliot Tiber
Gold Answer:      [['Ang Lee']]
Predicted Ans:    Ang Lee
Predicted Path:   Elliot Tiber --[(INV) written_by]--> Taking Woodstock --[directed_by]--> Ang Lee
Path (Raw):       Elliot Tiber --[No Operation]--> Elliot Tiber --[(INV) written_by]--> Taking Woodstock --[directed_by]--> Ang Lee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the blue lagoon
Start Entity:     The Blue Lagoon
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Blue Lagoon --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[in_language]--> Italian
Path (Raw):       The Blue Lagoon --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[in_language]--> Italian
Neg LogProb(↓):   0.000388
Path Entropy(↓):  0.003670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a girl walks home alone at night
Start Entity:     A Girl Walks Home Alone at Night
Gold Answer:      [['Ana Lily Amirpour']]
Predicted Ans:    Ana Lily Amirpour
Predicted Path:   A Girl Walks Home Alone at Night --[written_by]--> Ana Lily Amirpour --[(INV) written_by]--> A Girl Walks Home Alone at Night --[written_by]--> Ana Lily Amirpour
Path (Raw):       A Girl Walks Home Alone at Night --[written_by]--> Ana Lily Amirpour --[(INV) written_by]--> A Girl Walks Home Alone at Night --[written_by]--> Ana Lily Amirpour
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was rob williams the writer of
Start Entity:     Rob Williams
Gold Answer:      [['Make the Yuletide Gay']]
Predicted Ans:    Make the Yuletide Gay
Predicted Path:   Rob Williams --[(INV) written_by]--> Make the Yuletide Gay --[written_by]--> Rob Williams --[(INV) written_by]--> Make the Yuletide Gay
Path (Raw):       Rob Williams --[(INV) written_by]--> Make the Yuletide Gay --[written_by]--> Rob Williams --[(INV) written_by]--> Make the Yuletide Gay
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000255
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the haunted house
Start Entity:     The Haunted House
Gold Answer:      [['Burt Shevelove', 'Melvin Frank', 'Larry Gelbart', 'Buster Keaton', 'Edward F. Cline', 'Al Boasberg', 'Charles Henry Smith', 'Clyde Bruckman', 'Roi Cooper Megrue', 'John Boorman', 'Thomas Berger', 'Michael Pertwee']]
Predicted Ans:    Larry Gelbart
Predicted Path:   The Haunted House --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       The Haunted House --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   1.008708
Path Entropy(↓):  2.038683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for happy, texas
Start Entity:     Happy, Texas
Gold Answer:      [['Mark Illsley']]
Predicted Ans:    Mark Illsley
Predicted Path:   Happy, Texas --[directed_by]--> Mark Illsley --[(INV) directed_by]--> Bookies --[directed_by]--> Mark Illsley
Path (Raw):       Happy, Texas --[directed_by]--> Mark Illsley --[(INV) directed_by]--> Bookies --[directed_by]--> Mark Illsley
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed blood and sand
Start Entity:     Blood and Sand
Gold Answer:      [['Fred Astaire', 'Greta Garbo', 'Tyrone Power', 'Gary Cooper', 'Lana Turner', 'Basil Rathbone', 'Randolph Scott', 'Cyd Charisse', 'Janis Paige', 'Fredric March', 'Charles Ruggles', 'Linda Darnell', 'Frances Dee', 'Ingrid Bergman', 'Cedric Hardwicke', 'Donald Crisp', 'John Barrymore', 'Dorothy Lamour', 'Billie Burke', 'Paul Lukas', 'John Gilbert', 'Miriam Hopkins', 'Maurice Chevalier', 'Charles Butterworth', 'Spencer Tracy', 'Irene Dunne', 'Sylvia Sidney', 'Anna Sten', 'Peter Lorre', 'Gale Sondergaard', 'Jeanette MacDonald']]
Predicted Ans:    Randolph Scott
Predicted Path:   Blood and Sand --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Path (Raw):       Blood and Sand --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.416935
Path Entropy(↓):  0.737732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with friends with benefits were released in which years
Start Entity:     Friends with Benefits
Gold Answer:      [['1982', '2014', '2009']]
Predicted Ans:    2014
Predicted Path:   Friends with Benefits --[written_by]--> Will Gluck --[(INV) written_by]--> Annie --[release_year]--> 2014
Path (Raw):       Friends with Benefits --[written_by]--> Will Gluck --[(INV) written_by]--> Annie --[release_year]--> 2014
Neg LogProb(↓):   0.467936
Path Entropy(↓):  0.724461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the cry of the owl
Start Entity:     The Cry of the Owl
Gold Answer:      [['Gil Junger', 'Ol Parker', 'Patrick Stettner', 'Marleen Gorris', 'Koldo Serra', 'Chris Koch', 'Mike Newell', 'Thomas Carter', 'Shane Meadows', 'Paul Greengrass', 'Kris Isacsson', 'Martha Coolidge', 'Elliott Lester', 'Pawel Pawlikowski', 'Stephen Woolley', 'Frank Capra', 'Richard Ayoade']]
Predicted Ans:    Paul Greengrass
Predicted Path:   The Cry of the Owl --[starred_actors]--> Julia Stiles --[(INV) starred_actors]--> The Bourne Supremacy --[directed_by]--> Paul Greengrass
Path (Raw):       The Cry of the Owl --[starred_actors]--> Julia Stiles --[(INV) starred_actors]--> The Bourne Supremacy --[directed_by]--> Paul Greengrass
Neg LogProb(↓):   0.110611
Path Entropy(↓):  0.379668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of firehouse dog
Start Entity:     Firehouse Dog
Gold Answer:      [['Hollywood Homicide', 'And Now a Word from Our Sponsor', 'Bridge to Terabithia', 'Swept Away', 'Little Manhattan', 'Red Dawn', "Mao's Last Dancer", 'Endless Love', 'Below', 'The Forger', 'Eight Below', "Donovan's Echo", 'Journey to the Center of the Earth']]
Predicted Ans:    Swept Away
Predicted Path:   Firehouse Dog --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away
Path (Raw):       Firehouse Dog --[starred_actors]--> Bruce Greenwood --[No Operation]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away
Neg LogProb(↓):   0.594155
Path Entropy(↓):  1.307505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film angel eyes
Start Entity:     Angel Eyes
Gold Answer:      [['1954', '2008', '2003', '2006', '1935', '2015', '1998', '2010', '2004', '1995', '2001', '1996', '2002', '2011', '2013', '1934', '2000', '1997', '2005']]
Predicted Ans:    1998
Predicted Path:   Angel Eyes --[starred_actors]--> Jeremy Sisto --[(INV) starred_actors]--> Without Limits --[release_year]--> 1998
Path (Raw):       Angel Eyes --[starred_actors]--> Jeremy Sisto --[(INV) starred_actors]--> Without Limits --[release_year]--> 1998
Neg LogProb(↓):   1.348845
Path Entropy(↓):  1.520309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by will poulter
Start Entity:     Will Poulter
Gold Answer:      [['Julian Gilbey', 'Rawson Marshall Thurber']]
Predicted Ans:    Julian Gilbey
Predicted Path:   Will Poulter --[(INV) starred_actors]--> Plastic --[directed_by]--> Julian Gilbey
Path (Raw):       Will Poulter --[No Operation]--> Will Poulter --[(INV) starred_actors]--> Plastic --[directed_by]--> Julian Gilbey
Neg LogProb(↓):   0.027012
Path Entropy(↓):  0.122897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie jesse james were released in which years
Start Entity:     Jesse James
Gold Answer:      [['1934', '1963', '1946', '1954', '1944', '1950', '1940', '1953', '1945', '1987', '1952']]
Predicted Ans:    1950
Predicted Path:   Jesse James --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home --[release_year]--> 1950
Path (Raw):       Jesse James --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home --[release_year]--> 1950
Neg LogProb(↓):   0.685430
Path Entropy(↓):  1.498645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of love and honor
Start Entity:     Love and Honor
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Love and Honor --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Love and Honor --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.565146
Path Entropy(↓):  4.715258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by banjong pisanthanakun
Start Entity:     Banjong Pisanthanakun
Gold Answer:      [['Achita Sikamana', 'Ananda Everingham', 'Natthaweeranuch Thongmee']]
Predicted Ans:    Natthaweeranuch Thongmee
Predicted Path:   Banjong Pisanthanakun --[(INV) directed_by]--> Shutter --[starred_actors]--> Natthaweeranuch Thongmee
Path (Raw):       Banjong Pisanthanakun --[No Operation]--> Banjong Pisanthanakun --[(INV) directed_by]--> Shutter --[starred_actors]--> Natthaweeranuch Thongmee
Neg LogProb(↓):   0.099223
Path Entropy(↓):  0.346026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the dark house fall under
Start Entity:     The Dark House
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   The Dark House --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department --[has_genre]--> Crime
Path (Raw):       The Dark House --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department --[has_genre]--> Crime
Neg LogProb(↓):   0.011121
Path Entropy(↓):  0.060920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did paul quarrington write
Start Entity:     Paul Quarrington
Gold Answer:      [['Perfectly Normal']]
Predicted Ans:    Perfectly Normal
Predicted Path:   Paul Quarrington --[(INV) written_by]--> Perfectly Normal --[written_by]--> Paul Quarrington --[(INV) written_by]--> Perfectly Normal
Path (Raw):       Paul Quarrington --[(INV) written_by]--> Perfectly Normal --[written_by]--> Paul Quarrington --[(INV) written_by]--> Perfectly Normal
Neg LogProb(↓):   0.344182
Path Entropy(↓):  0.603223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film picnic at hanging rock
Start Entity:     Picnic at Hanging Rock
Gold Answer:      [['David Storey', 'Colin Higgins']]
Predicted Ans:    David Storey
Predicted Path:   Picnic at Hanging Rock --[starred_actors]--> Rachel Roberts --[(INV) starred_actors]--> This Sporting Life --[written_by]--> David Storey
Path (Raw):       Picnic at Hanging Rock --[starred_actors]--> Rachel Roberts --[(INV) starred_actors]--> This Sporting Life --[written_by]--> David Storey
Neg LogProb(↓):   0.020313
Path Entropy(↓):  0.103891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of north west mounted police
Start Entity:     North West Mounted Police
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   North West Mounted Police --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       North West Mounted Police --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.442830
Path Entropy(↓):  2.273016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in nixon
Start Entity:     Nixon
Gold Answer:      [['Ed Harris', 'Powers Boothe', 'Joan Allen', 'Anthony Hopkins']]
Predicted Ans:    Ed Harris
Predicted Path:   Nixon --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back --[starred_actors]--> Ed Harris
Path (Raw):       Nixon --[starred_actors]--> Ed Harris --[(INV) starred_actors]--> The Way Back --[starred_actors]--> Ed Harris
Neg LogProb(↓):   0.185470
Path Entropy(↓):  0.582865
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie ratcatcher were in which genres
Start Entity:     Ratcatcher
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ratcatcher --[directed_by]--> Lynne Ramsay --[(INV) directed_by]--> Morvern Callar --[has_genre]--> Drama
Path (Raw):       Ratcatcher --[directed_by]--> Lynne Ramsay --[(INV) directed_by]--> Morvern Callar --[has_genre]--> Drama
Neg LogProb(↓):   0.000235
Path Entropy(↓):  0.002339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie planet of the apes
Start Entity:     Planet of the Apes
Gold Answer:      [['Maurice Evans', 'Kim Hunter', 'Roddy McDowall', 'Charlton Heston']]
Predicted Ans:    Tim Roth
Predicted Path:   Planet of the Apes --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[starred_actors]--> Tim Roth
Path (Raw):       Planet of the Apes --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900 --[starred_actors]--> Tim Roth
Neg LogProb(↓):   0.645497
Path Entropy(↓):  1.097684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the movies that share directors with coming to america in
Start Entity:     Coming to America
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Coming to America --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[in_language]--> English
Path (Raw):       Coming to America --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[in_language]--> English
Neg LogProb(↓):   0.000108
Path Entropy(↓):  0.001176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by chris morgan were in which genres
Start Entity:     Chris Morgan
Gold Answer:      [['Crime', 'Thriller', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Chris Morgan --[(INV) written_by]--> Wanted --[has_genre]--> Crime
Path (Raw):       Chris Morgan --[No Operation]--> Chris Morgan --[(INV) written_by]--> Wanted --[has_genre]--> Crime
Neg LogProb(↓):   1.050715
Path Entropy(↓):  1.213944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is timeline about
Start Entity:     Timeline
Gold Answer:      [['gerard butler', 'david thewlis', 'medieval', 'billy connolly', 'michael crichton']]
Predicted Ans:    david thewlis
Predicted Path:   Timeline --[has_tags]--> david thewlis --[(INV) has_tags]--> The New World --[has_tags]--> david thewlis
Path (Raw):       Timeline --[has_tags]--> david thewlis --[(INV) has_tags]--> The New World --[has_tags]--> david thewlis
Neg LogProb(↓):   0.480705
Path Entropy(↓):  0.665858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of russell means starred movies
Start Entity:     Russell Means
Gold Answer:      [['Nils Gaup', 'Michael Mann', 'George B. Seitz', 'Marcus Nispel', 'Leonardo Ricagni', 'Clarence Brown', 'Maurice Tourneur']]
Predicted Ans:    Maurice Tourneur
Predicted Path:   Russell Means --[(INV) starred_actors]--> The Last of the Mohicans --[directed_by]--> Maurice Tourneur
Path (Raw):       Russell Means --[No Operation]--> Russell Means --[(INV) starred_actors]--> The Last of the Mohicans --[directed_by]--> Maurice Tourneur
Neg LogProb(↓):   0.753131
Path Entropy(↓):  1.251267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the most dangerous game
Start Entity:     The Most Dangerous Game
Gold Answer:      [['Robert Armstrong', 'Fay Wray', 'Leslie Banks', 'Joel McCrea']]
Predicted Ans:    Fay Wray
Predicted Path:   The Most Dangerous Game --[starred_actors]--> Fay Wray --[(INV) starred_actors]--> Doctor X --[starred_actors]--> Fay Wray
Path (Raw):       The Most Dangerous Game --[starred_actors]--> Fay Wray --[(INV) starred_actors]--> Doctor X --[starred_actors]--> Fay Wray
Neg LogProb(↓):   0.154010
Path Entropy(↓):  0.420909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the organization actors
Start Entity:     The Organization
Gold Answer:      [['Paris Qualles', 'Mark Rascovich', 'Lawrence Lasker', 'Michael M. Grilikhes', 'James H. Street', 'Guy Green', 'Phil Alden Robinson', 'Nedrick Young', 'Elizabeth Kata', 'William Rose', 'Stirling Silliphant', 'John Ball', 'Sidney Poitier', 'Richard Wesley', 'Harold Jacob Smith', 'Walter Bernstein', 'Marvin H. Albert', 'Kenneth Fearing', 'Eleanor Perry', 'Theodore Isaac Rubin', 'Harold Flender', 'James Clavell', 'Lorraine Hansberry', 'James Poe', 'Walter F. Parkes', 'Robert Alan Aurthur', 'Joseph L. Mankiewicz', 'Shana Alexander']]
Predicted Ans:    James Clavell
Predicted Path:   The Organization --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[written_by]--> James Clavell
Path (Raw):       The Organization --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[written_by]--> James Clavell
Neg LogProb(↓):   0.669043
Path Entropy(↓):  1.281773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by jason bourque
Start Entity:     Jason Bourque
Gold Answer:      [['Steven R. Monroe', 'Nick Bicanic']]
Predicted Ans:    Jason Bourque
Predicted Path:   Jason Bourque --[(INV) directed_by]--> Doomsday Prophecy --[directed_by]--> Jason Bourque
Path (Raw):       Jason Bourque --[No Operation]--> Jason Bourque --[(INV) directed_by]--> Doomsday Prophecy --[directed_by]--> Jason Bourque
Neg LogProb(↓):   0.121810
Path Entropy(↓):  0.452120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in swordfish
Start Entity:     Swordfish
Gold Answer:      [['John Travolta', 'Don Cheadle', 'Halle Berry', 'Hugh Jackman']]
Predicted Ans:    Hugh Jackman
Predicted Path:   Swordfish --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> The Wolverine --[starred_actors]--> Hugh Jackman
Path (Raw):       Swordfish --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> The Wolverine --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.136536
Path Entropy(↓):  0.539537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by brian miller in
Start Entity:     Brian Miller
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Brian Miller --[(INV) written_by]--> Apollo 18 --[has_genre]--> Horror
Path (Raw):       Brian Miller --[No Operation]--> Brian Miller --[(INV) written_by]--> Apollo 18 --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film big hero 6
Start Entity:     Big Hero 6
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Big Hero 6 --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Path (Raw):       Big Hero 6 --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Neg LogProb(↓):   0.564734
Path Entropy(↓):  1.133297
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in expect no mercy
Start Entity:     Expect No Mercy
Gold Answer:      [['Laurie Holden', 'Billy Blanks', 'Jalal Merhi', 'Wolf Larson']]
Predicted Ans:    Wolf Larson
Predicted Path:   Expect No Mercy --[starred_actors]--> Wolf Larson --[(INV) starred_actors]--> Expect No Mercy --[starred_actors]--> Wolf Larson
Path (Raw):       Expect No Mercy --[starred_actors]--> Wolf Larson --[(INV) starred_actors]--> Expect No Mercy --[starred_actors]--> Wolf Larson
Neg LogProb(↓):   0.246222
Path Entropy(↓):  0.820911
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the last american hero
Start Entity:     The Last American Hero
Gold Answer:      [['George Peppard', "Annette O'Toole", 'Michael Sarrazin', 'Robby Benson']]
Predicted Ans:    Jeff Bridges
Predicted Path:   The Last American Hero --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> The Last American Hero --[starred_actors]--> Jeff Bridges
Path (Raw):       The Last American Hero --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> The Last American Hero --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.025938
Path Entropy(↓):  0.132450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the night of the iguana were in which languages
Start Entity:     The Night of the Iguana
Gold Answer:      [['French', 'English', 'Japanese', 'German', 'Russian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   The Night of the Iguana --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> Black Narcissus --[in_language]--> English
Path (Raw):       The Night of the Iguana --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> Black Narcissus --[in_language]--> English
Neg LogProb(↓):   0.342877
Path Entropy(↓):  0.784346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor tilda swinton acted together with who
Start Entity:     Tilda Swinton
Gold Answer:      [['Frances Fisher', 'Tom Hiddleston', 'Tom McCamus', 'Jason Robards', 'Miroslav Krobot', 'Amy Madigan', 'Mia Wasikowska', 'Vanessa Redgrave', 'János Derzsi', 'Goran Visnjic', 'Jonathan Tucker', 'Jeremy Davies', 'Karen Sillas', 'Quentin Crisp', 'Jane Fonda']]
Predicted Ans:    Tilda Swinton
Predicted Path:   Tilda Swinton --[(INV) starred_actors]--> We Need to Talk About Kevin --[starred_actors]--> Tilda Swinton
Path (Raw):       Tilda Swinton --[No Operation]--> Tilda Swinton --[(INV) starred_actors]--> We Need to Talk About Kevin --[starred_actors]--> Tilda Swinton
Neg LogProb(↓):   0.309866
Path Entropy(↓):  0.735250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in the secret of santa vittoria
Start Entity:     The Secret of Santa Vittoria
Gold Answer:      [['Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Secret of Santa Vittoria --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[has_genre]--> Drama
Path (Raw):       The Secret of Santa Vittoria --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[has_genre]--> Drama
Neg LogProb(↓):   1.616710
Path Entropy(↓):  2.808910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of cedar rapids is also the director of which movies
Start Entity:     Cedar Rapids
Gold Answer:      [['Youth in Revolt', 'The Good Girl', 'Star Maps', 'Alexander and the Terrible, Horrible, No Good, Very Bad Day']]
Predicted Ans:    Alexander and the Terrible, Horrible, No Good, Very Bad Day
Predicted Path:   Cedar Rapids --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day
Path (Raw):       Cedar Rapids --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[No Operation]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day
Neg LogProb(↓):   0.536722
Path Entropy(↓):  1.117977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by city of angels screenwriters
Start Entity:     City of Angels
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   City of Angels --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       City of Angels --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.625717
Path Entropy(↓):  1.207426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film what's up, doc?
Start Entity:     What's Up, Doc?
Gold Answer:      [['Walter Hill', 'George Cukor', 'Paul Mazursky', 'Anne Fletcher', 'Basil Dearden', 'William A. Wellman', 'Bud Yorkin', 'Peter Bogdanovich', 'Blake Edwards', 'Alan Alda', 'Stanley Kubrick', 'Irvin Kershner', 'Emile Ardolino', 'Martin Ritt', 'Jonathan Lynn', 'Jay Roach', 'Gene Wilder', 'Herbert Ross', 'Howard Zieff', 'Buck Henry', 'Gene Kelly', 'Sydney Pollack', 'William Wyler', 'Nora Ephron', 'Mel Brooks', 'Arthur Hiller', 'Barbra Streisand']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   What's Up, Doc? --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Path (Raw):       What's Up, Doc? --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   1.686129
Path Entropy(↓):  2.595511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by christen jul in
Start Entity:     Christen Jul
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Christen Jul --[(INV) written_by]--> Vampyr --[has_genre]--> Horror
Path (Raw):       Christen Jul --[No Operation]--> Christen Jul --[(INV) written_by]--> Vampyr --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed'r xmas
Start Entity:     'R Xmas
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   'R Xmas --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Welcome to New York --[has_genre]--> Drama
Path (Raw):       'R Xmas --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Welcome to New York --[has_genre]--> Drama
Neg LogProb(↓):   0.130901
Path Entropy(↓):  0.518440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor pamela flores acted together with who
Start Entity:     Pamela Flores
Gold Answer:      [['Brontis Jodorowsky', 'Jeremias Herskovits', 'Alejandro Jodorowsky']]
Predicted Ans:    Alejandro Jodorowsky
Predicted Path:   Pamela Flores --[(INV) starred_actors]--> The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky
Path (Raw):       Pamela Flores --[No Operation]--> Pamela Flores --[(INV) starred_actors]--> The Dance of Reality --[starred_actors]--> Alejandro Jodorowsky
Neg LogProb(↓):   0.003080
Path Entropy(↓):  0.023426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in lady in cement
Start Entity:     Lady in Cement
Gold Answer:      [['1980', '1970', '1954', '1944', '1959', '1967', '1984', '1977', '2007', '1968', '1963', '2009', '1957', '1951', '1947', '1956', '1943', '1948', '1972', '1971', '1961', '1955', '1962', '1964', '1949', '1975', '1966', '1960', '1965', '1945', '1969', '1958']]
Predicted Ans:    1944
Predicted Path:   Lady in Cement --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[release_year]--> 1944
Path (Raw):       Lady in Cement --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[release_year]--> 1944
Neg LogProb(↓):   0.388791
Path Entropy(↓):  1.221951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film dedee d'anvers
Start Entity:     Dédée d'Anvers
Gold Answer:      [['English', 'French']]
Predicted Ans:    English
Predicted Path:   Dédée d'Anvers --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Path (Raw):       Dédée d'Anvers --[in_language]--> English --[(INV) in_language]--> The Others --[in_language]--> English
Neg LogProb(↓):   2.443314
Path Entropy(↓):  3.558439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was secret admirer released
Start Entity:     Secret Admirer
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Secret Admirer --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       Secret Admirer --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.796808
Path Entropy(↓):  4.235563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film quo vadis
Start Entity:     Quo Vadis
Gold Answer:      [['Eric Till', 'Ronald Neame', 'George Cukor', 'John Cromwell', 'J. Lee Thompson', 'Clive Donner', 'Edward Dmytryk', 'Andrew Marton', 'Norman Taurog', 'John Huston', 'Roy Rowland', 'William A. Wellman', 'Michael Anderson', 'Mervyn LeRoy', 'Emeric Pressburger', 'Richard Quine', 'Richard Thorpe', 'Roy Del Ruth', 'Frank Borzage', 'Frank Launder', 'Sidney Sheldon', 'Otto Preminger', 'John Frankenheimer', 'Nicholas Ray', 'Peter Ustinov', 'Anthony Mann', 'Michael Curtiz', 'Jules Dassin', 'Michael Powell', 'Daisy von Scherler Mayer', 'Anatole Litvak', 'David Miller', 'Neil Jordan', 'Michael Winner', 'Douglas Camfield', 'W.S. Van Dyke', 'Stanley Donen', 'Leo McCarey', 'Vincente Minnelli', 'Delbert Mann', 'James Whale', 'Jack Conway', 'John Guillermin', 'Fred Zinnemann', 'Jack Clayton', 'Clarence Brown', 'William Castle', 'Rupert Glasson', 'Robert Stevenson', 'Elia Kazan', 'Robert Z. Leonard', 'Compton Bennett']]
Predicted Ans:    Robert Stevenson
Predicted Path:   Quo Vadis --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Path (Raw):       Quo Vadis --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   1.198979
Path Entropy(↓):  2.285460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by jennifer westfeldt in
Start Entity:     Jennifer Westfeldt
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jennifer Westfeldt --[(INV) starred_actors]--> Friends with Kids --[has_genre]--> Comedy
Path (Raw):       Jennifer Westfeldt --[No Operation]--> Jennifer Westfeldt --[(INV) starred_actors]--> Friends with Kids --[has_genre]--> Comedy
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rise of the planet of the apes are written by who
Start Entity:     Rise of the Planet of the Apes
Gold Answer:      [['William Monahan', 'James Toback', 'Rupert Wyatt', 'Nick Perry']]
Predicted Ans:    Rupert Wyatt
Predicted Path:   Rise of the Planet of the Apes --[directed_by]--> Rupert Wyatt --[(INV) written_by]--> The Escapist --[directed_by]--> Rupert Wyatt
Path (Raw):       Rise of the Planet of the Apes --[directed_by]--> Rupert Wyatt --[(INV) written_by]--> The Escapist --[directed_by]--> Rupert Wyatt
Neg LogProb(↓):   0.905428
Path Entropy(↓):  1.889862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film law abiding citizen starred which actors
Start Entity:     Law Abiding Citizen
Gold Answer:      [['Gerard Butler', 'Jamie Foxx']]
Predicted Ans:    Jamie Foxx
Predicted Path:   Law Abiding Citizen --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Bait --[starred_actors]--> Jamie Foxx
Path (Raw):       Law Abiding Citizen --[starred_actors]--> Jamie Foxx --[(INV) starred_actors]--> Bait --[starred_actors]--> Jamie Foxx
Neg LogProb(↓):   0.094171
Path Entropy(↓):  0.421437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie mirage
Start Entity:     Mirage
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Mirage --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Mirage --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.272174
Path Entropy(↓):  2.541456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie enter the void in a few words
Start Entity:     Enter the Void
Gold Answer:      [['psychedelic', 'gaspar noé']]
Predicted Ans:    psychedelic
Predicted Path:   Enter the Void --[has_tags]--> psychedelic --[(INV) has_tags]--> Enter the Void --[has_tags]--> psychedelic
Path (Raw):       Enter the Void --[has_tags]--> psychedelic --[(INV) has_tags]--> Enter the Void --[has_tags]--> psychedelic
Neg LogProb(↓):   0.022628
Path Entropy(↓):  0.122090
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the snake pit
Start Entity:     The Snake Pit
Gold Answer:      [['1968', '1997', '1948', '1951', '1942', '1940', '1936', '1938', '1959', '1947', '1967', '1961', '1941', '1956', '1943']]
Predicted Ans:    1948
Predicted Path:   The Snake Pit --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> Sorry, Wrong Number --[release_year]--> 1948
Path (Raw):       The Snake Pit --[directed_by]--> Anatole Litvak --[(INV) directed_by]--> Sorry, Wrong Number --[release_year]--> 1948
Neg LogProb(↓):   1.145886
Path Entropy(↓):  2.209933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by prasoon joshi starred which actors
Start Entity:     Prasoon Joshi
Gold Answer:      [['Sonam Kapoor', 'Pavan Malhotra', 'Farhan Akhtar']]
Predicted Ans:    Sonam Kapoor
Predicted Path:   Prasoon Joshi --[(INV) written_by]--> Bhaag Milkha Bhaag --[starred_actors]--> Sonam Kapoor
Path (Raw):       Prasoon Joshi --[No Operation]--> Prasoon Joshi --[(INV) written_by]--> Bhaag Milkha Bhaag --[starred_actors]--> Sonam Kapoor
Neg LogProb(↓):   0.022692
Path Entropy(↓):  0.113957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by jeanne bates
Start Entity:     Jeanne Bates
Gold Answer:      [['David Lynch']]
Predicted Ans:    David Lynch
Predicted Path:   Jeanne Bates --[(INV) starred_actors]--> Eraserhead --[written_by]--> David Lynch
Path (Raw):       Jeanne Bates --[No Operation]--> Jeanne Bates --[(INV) starred_actors]--> Eraserhead --[written_by]--> David Lynch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of head
Start Entity:     Head
Gold Answer:      [['Bruce Dern', 'Idris Elba', 'Sally Field', 'Jennifer Lopez', 'Arnold Schwarzenegger', 'Gene Tierney', 'Van Heflin', 'Iain Glen', 'Taraji P. Henson', 'Lana Turner', 'Dennis Hopper', 'Ginger Rogers', 'Jessica Lange', 'Jack Nicholson', 'Kate del Castillo', 'Karen Black', 'Ellen Barkin', 'Hume Cronyn', 'Ellen Burstyn', "Beverly D'Angelo", 'George Raft', 'Debra Winger', 'Stellan Skarsgård', 'Jeff Bridges', 'Harry Dean Stanton', 'John Garfield', 'Theresa Russell', 'Sami Frey', 'Cecil Kellaway', 'Doug Hutchison', 'Samuel L. Jackson', 'Milla Jovovich', 'Stephen Dorff', 'Patrick Bergin', 'Judy Davis']]
Predicted Ans:    Karen Black
Predicted Path:   Head --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Five Easy Pieces --[starred_actors]--> Karen Black
Path (Raw):       Head --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Five Easy Pieces --[starred_actors]--> Karen Black
Neg LogProb(↓):   1.211831
Path Entropy(↓):  1.669946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the gingerbread man were in which languages
Start Entity:     The Gingerbread Man
Gold Answer:      [['English', 'Korean']]
Predicted Ans:    English
Predicted Path:   The Gingerbread Man --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[in_language]--> English
Path (Raw):       The Gingerbread Man --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by sean mcginley
Start Entity:     Sean McGinley
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sean McGinley --[(INV) starred_actors]--> On a Clear Day --[has_genre]--> Drama
Path (Raw):       Sean McGinley --[No Operation]--> Sean McGinley --[(INV) starred_actors]--> On a Clear Day --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by moon of the wolf actors
Start Entity:     Moon of the Wolf
Gold Answer:      [['Italian', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Moon of the Wolf --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Hell to Eternity --[in_language]--> Japanese
Path (Raw):       Moon of the Wolf --[starred_actors]--> David Janssen --[(INV) starred_actors]--> Hell to Eternity --[in_language]--> Japanese
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film my new gun released
Start Entity:     My New Gun
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   My New Gun --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       My New Gun --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.222721
Path Entropy(↓):  4.715625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did ida lupino direct
Start Entity:     Ida Lupino
Gold Answer:      [['On Dangerous Ground', 'The Bigamist', 'The Trouble with Angels', 'Hard, Fast and Beautiful', 'The Hitch-Hiker']]
Predicted Ans:    On Dangerous Ground
Predicted Path:   Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[directed_by]--> Ida Lupino --[(INV) directed_by]--> On Dangerous Ground
Path (Raw):       Ida Lupino --[(INV) directed_by]--> Hard, Fast and Beautiful --[directed_by]--> Ida Lupino --[(INV) directed_by]--> On Dangerous Ground
Neg LogProb(↓):   1.091366
Path Entropy(↓):  2.097194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by guy de maupassant
Start Entity:     Guy de Maupassant
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Guy de Maupassant --[(INV) written_by]--> Diary of a Madman --[has_genre]--> Horror
Path (Raw):       Guy de Maupassant --[No Operation]--> Guy de Maupassant --[(INV) written_by]--> Diary of a Madman --[has_genre]--> Horror
Neg LogProb(↓):   0.361015
Path Entropy(↓):  0.616484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by tewfik saleh
Start Entity:     Tewfik Saleh
Gold Answer:      [['Saleh Kholoki', 'Abderrahman Alrahy']]
Predicted Ans:    Abderrahman Alrahy
Predicted Path:   Tewfik Saleh --[(INV) directed_by]--> The Dupes --[starred_actors]--> Abderrahman Alrahy
Path (Raw):       Tewfik Saleh --[No Operation]--> Tewfik Saleh --[(INV) directed_by]--> The Dupes --[starred_actors]--> Abderrahman Alrahy
Neg LogProb(↓):   0.000378
Path Entropy(↓):  0.003500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bigger than life are written by who
Start Entity:     Bigger Than Life
Gold Answer:      [['René Hardy', 'Willard Motley', 'Anne Parrish', 'Vicki Baum', 'Horace McCoy', 'Claude Stanush', 'David Dortort', 'Tom Miranda', 'Bernard Gordon', 'Gerald Butler', 'Roy Chanslor', 'Nicholas Ray', 'Budd Schulberg', 'Robert Hamer', 'Daisy von Scherler Mayer', 'Philip Yordan', 'Dorothy B. Hughes', 'Edward Anderson', 'Bartlett Cormack']]
Predicted Ans:    Nicholas Ray
Predicted Path:   Bigger Than Life --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[written_by]--> Nicholas Ray
Path (Raw):       Bigger Than Life --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[written_by]--> Nicholas Ray
Neg LogProb(↓):   0.050839
Path Entropy(↓):  0.293932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tannishtha chatterjee appear in
Start Entity:     Tannishtha Chatterjee
Gold Answer:      [['Brick Lane', 'Road, Movie']]
Predicted Ans:    Brick Lane
Predicted Path:   Tannishtha Chatterjee --[(INV) starred_actors]--> Brick Lane --[written_by]--> Abi Morgan --[(INV) written_by]--> Brick Lane
Path (Raw):       Tannishtha Chatterjee --[(INV) starred_actors]--> Brick Lane --[written_by]--> Abi Morgan --[(INV) written_by]--> Brick Lane
Neg LogProb(↓):   0.392823
Path Entropy(↓):  0.890800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the hallelujah trail actors
Start Entity:     The Hallelujah Trail
Gold Answer:      [['French', 'English', 'Italian', 'Russian', 'German']]
Predicted Ans:    German
Predicted Path:   The Hallelujah Trail --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Path (Raw):       The Hallelujah Trail --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Neg LogProb(↓):   1.126150
Path Entropy(↓):  1.581242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by trond espen seim
Start Entity:     Trond Espen Seim
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Trond Espen Seim --[(INV) starred_actors]--> Hawaii, Oslo --[release_year]--> 2004
Path (Raw):       Trond Espen Seim --[No Operation]--> Trond Espen Seim --[(INV) starred_actors]--> Hawaii, Oslo --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor vic morrow co - starred with who
Start Entity:     Vic Morrow
Gold Answer:      [['Doug McClure', 'Ann Turkel', 'Michael Constantine']]
Predicted Ans:    Doug McClure
Predicted Path:   Vic Morrow --[(INV) starred_actors]--> Humanoids from the Deep --[starred_actors]--> Doug McClure
Path (Raw):       Vic Morrow --[No Operation]--> Vic Morrow --[(INV) starred_actors]--> Humanoids from the Deep --[starred_actors]--> Doug McClure
Neg LogProb(↓):   0.006789
Path Entropy(↓):  0.044253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter stephen sondheim wrote films together with who
Start Entity:     Stephen Sondheim
Gold Answer:      [['James Lapine', 'Anthony Perkins']]
Predicted Ans:    Stephen Sondheim
Predicted Path:   Stephen Sondheim --[(INV) written_by]--> The Last of Sheila --[written_by]--> Stephen Sondheim
Path (Raw):       Stephen Sondheim --[No Operation]--> Stephen Sondheim --[(INV) written_by]--> The Last of Sheila --[written_by]--> Stephen Sondheim
Neg LogProb(↓):   0.031351
Path Entropy(↓):  0.138446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the movie paper heart released
Start Entity:     Paper Heart
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Paper Heart --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Paper Heart --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.478435
Path Entropy(↓):  4.674122
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by mr. robinson crusoe actors
Start Entity:     Mr. Robinson Crusoe
Gold Answer:      [['Drama', 'Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   Mr. Robinson Crusoe --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[has_genre]--> Comedy
Path (Raw):       Mr. Robinson Crusoe --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[has_genre]--> Comedy
Neg LogProb(↓):   0.518867
Path Entropy(↓):  0.736598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed club paradise
Start Entity:     Club Paradise
Gold Answer:      [['Drama', 'Sport', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Club Paradise --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[has_genre]--> Comedy
Path (Raw):       Club Paradise --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[has_genre]--> Comedy
Neg LogProb(↓):   0.621525
Path Entropy(↓):  1.146590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by skip hollandsworth
Start Entity:     Skip Hollandsworth
Gold Answer:      [['Albert Dupontel', 'Richard Linklater']]
Predicted Ans:    Richard Linklater
Predicted Path:   Skip Hollandsworth --[(INV) written_by]--> Bernie --[directed_by]--> Richard Linklater
Path (Raw):       Skip Hollandsworth --[No Operation]--> Skip Hollandsworth --[(INV) written_by]--> Bernie --[directed_by]--> Richard Linklater
Neg LogProb(↓):   0.001819
Path Entropy(↓):  0.013283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by cookie's fortune actors
Start Entity:     Cookie's Fortune
Gold Answer:      [['Romance', 'Family', 'Documentary', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Cookie's Fortune --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> Scent of a Woman --[has_genre]--> Drama
Path (Raw):       Cookie's Fortune --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> Scent of a Woman --[has_genre]--> Drama
Neg LogProb(↓):   1.629488
Path Entropy(↓):  2.686351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by chris smith fall under
Start Entity:     Chris Smith
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Drama
Predicted Path:   Chris Smith --[(INV) directed_by]--> The Pool --[has_genre]--> Drama
Path (Raw):       Chris Smith --[No Operation]--> Chris Smith --[(INV) directed_by]--> The Pool --[has_genre]--> Drama
Neg LogProb(↓):   0.040933
Path Entropy(↓):  0.168294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was john stevenson the director of
Start Entity:     John Stevenson
Gold Answer:      [['Kung Fu Panda']]
Predicted Ans:    Kung Fu Panda
Predicted Path:   John Stevenson --[(INV) directed_by]--> Kung Fu Panda --[directed_by]--> Mark Osborne --[(INV) directed_by]--> Kung Fu Panda
Path (Raw):       John Stevenson --[(INV) directed_by]--> Kung Fu Panda --[directed_by]--> Mark Osborne --[(INV) directed_by]--> Kung Fu Panda
Neg LogProb(↓):   0.001056
Path Entropy(↓):  0.008326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed marianne and juliane
Start Entity:     Marianne and Juliane
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marianne and Juliane --[directed_by]--> Margarethe von Trotta --[(INV) directed_by]--> Hannah Arendt --[has_genre]--> Drama
Path (Raw):       Marianne and Juliane --[directed_by]--> Margarethe von Trotta --[(INV) directed_by]--> Hannah Arendt --[has_genre]--> Drama
Neg LogProb(↓):   0.280737
Path Entropy(↓):  0.783086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Art linson directed which movies
Start Entity:     Art Linson
Gold Answer:      [['The Wild Life', 'Where the Buffalo Roam']]
Predicted Ans:    Where the Buffalo Roam
Predicted Path:   Art Linson --[(INV) directed_by]--> Where the Buffalo Roam --[directed_by]--> Art Linson --[(INV) directed_by]--> Where the Buffalo Roam
Path (Raw):       Art Linson --[(INV) directed_by]--> Where the Buffalo Roam --[directed_by]--> Art Linson --[(INV) directed_by]--> Where the Buffalo Roam
Neg LogProb(↓):   0.219220
Path Entropy(↓):  0.522721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie gia in a few words
Start Entity:     Gia
Gold Answer:      [['angelina jolie', 'faye dunaway']]
Predicted Ans:    faye dunaway
Predicted Path:   Gia --[has_tags]--> faye dunaway --[(INV) has_tags]--> Gia --[has_tags]--> faye dunaway
Path (Raw):       Gia --[has_tags]--> faye dunaway --[(INV) has_tags]--> Gia --[has_tags]--> faye dunaway
Neg LogProb(↓):   0.004163
Path Entropy(↓):  0.026948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by costa botes
Start Entity:     Costa Botes
Gold Answer:      [['Peter Jackson']]
Predicted Ans:    Peter Jackson
Predicted Path:   Costa Botes --[(INV) written_by]--> Forgotten Silver --[starred_actors]--> Peter Jackson
Path (Raw):       Costa Botes --[No Operation]--> Costa Botes --[(INV) written_by]--> Forgotten Silver --[starred_actors]--> Peter Jackson
Neg LogProb(↓):   0.000200
Path Entropy(↓):  0.002043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by mickey liddell
Start Entity:     Mickey Liddell
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Mickey Liddell --[(INV) directed_by]--> The Haunting of Molly Hartley --[has_genre]--> Horror
Path (Raw):       Mickey Liddell --[No Operation]--> Mickey Liddell --[(INV) directed_by]--> The Haunting of Molly Hartley --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of desperate journey
Start Entity:     Desperate Journey
Gold Answer:      [['They Drive by Night', 'The Man I Love', 'Gun Fury', 'Colorado Territory', 'Battle Cry', 'The Big Trail', 'San Antonio', 'Pursued', 'Along the Great Divide', 'Dark Command', 'Objective, Burma!', 'Distant Drums', 'Regeneration', 'Captain Horatio Hornblower R.N.', 'The Strawberry Blonde', 'White Heat', 'The Tall Men', 'Going Hollywood', 'The Lawless Breed', 'They Died with Their Boots On', 'The King and Four Queens', 'The Enforcer', 'Background to Danger', 'High Sierra', 'The Roaring Twenties', 'Gentleman Jim']]
Predicted Ans:    The Roaring Twenties
Predicted Path:   Desperate Journey --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Roaring Twenties
Path (Raw):       Desperate Journey --[No Operation]--> Desperate Journey --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Roaring Twenties
Neg LogProb(↓):   1.193156
Path Entropy(↓):  2.599799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by michael eklund were directed by who
Start Entity:     Michael Eklund
Gold Answer:      [['Eron Sheean', 'Justin Donnelly', 'Brad Anderson']]
Predicted Ans:    Justin Donnelly
Predicted Path:   Michael Eklund --[(INV) starred_actors]--> Pressed --[directed_by]--> Justin Donnelly
Path (Raw):       Michael Eklund --[No Operation]--> Michael Eklund --[(INV) starred_actors]--> Pressed --[directed_by]--> Justin Donnelly
Neg LogProb(↓):   0.049580
Path Entropy(↓):  0.210052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was michael fengler the writer of
Start Entity:     Michael Fengler
Gold Answer:      [['Why Does Herr R. Run Amok?']]
Predicted Ans:    Why Does Herr R. Run Amok?
Predicted Path:   Michael Fengler --[(INV) written_by]--> Why Does Herr R. Run Amok? --[written_by]--> Michael Fengler --[(INV) written_by]--> Why Does Herr R. Run Amok?
Path (Raw):       Michael Fengler --[(INV) written_by]--> Why Does Herr R. Run Amok? --[written_by]--> Michael Fengler --[(INV) written_by]--> Why Does Herr R. Run Amok?
Neg LogProb(↓):   0.706968
Path Entropy(↓):  0.693148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of ankur khanna starred movies
Start Entity:     Ankur Khanna
Gold Answer:      [['Shonali Bose']]
Predicted Ans:    Shonali Bose
Predicted Path:   Ankur Khanna --[(INV) starred_actors]--> Amu --[written_by]--> Shonali Bose
Path (Raw):       Ankur Khanna --[No Operation]--> Ankur Khanna --[(INV) starred_actors]--> Amu --[written_by]--> Shonali Bose
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ian mune write
Start Entity:     Ian Mune
Gold Answer:      [['Goodbye Pork Pie']]
Predicted Ans:    Goodbye Pork Pie
Predicted Path:   Ian Mune --[(INV) written_by]--> Goodbye Pork Pie --[written_by]--> Ian Mune --[(INV) written_by]--> Goodbye Pork Pie
Path (Raw):       Ian Mune --[(INV) written_by]--> Goodbye Pork Pie --[written_by]--> Ian Mune --[(INV) written_by]--> Goodbye Pork Pie
Neg LogProb(↓):   0.119053
Path Entropy(↓):  0.351183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was wing and a prayer released
Start Entity:     Wing and a Prayer
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Wing and a Prayer --[release_year]--> 1944 --[(INV) release_year]--> Charlie Chan in the Secret Service --[release_year]--> 1944
Path (Raw):       Wing and a Prayer --[release_year]--> 1944 --[(INV) release_year]--> Charlie Chan in the Secret Service --[release_year]--> 1944
Neg LogProb(↓):   0.724681
Path Entropy(↓):  1.161144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by bob spiers release
Start Entity:     Bob Spiers
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Bob Spiers --[(INV) directed_by]--> Spice World --[release_year]--> 1997
Path (Raw):       Bob Spiers --[No Operation]--> Bob Spiers --[(INV) directed_by]--> Spice World --[release_year]--> 1997
Neg LogProb(↓):   0.156457
Path Entropy(↓):  0.413638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by georges perec were in which genres
Start Entity:     Georges Perec
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Georges Perec --[(INV) written_by]--> The Man Who Sleeps --[has_genre]--> Drama
Path (Raw):       Georges Perec --[No Operation]--> Georges Perec --[(INV) written_by]--> The Man Who Sleeps --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of what's love got to do with it
Start Entity:     What's Love Got to Do with It
Gold Answer:      [['Queen Latifah', 'Vivica A. Fox', 'Kimberly Elise', 'Jada Pinkett Smith']]
Predicted Ans:    Vivica A. Fox
Predicted Path:   What's Love Got to Do with It --[written_by]--> Kate Lanier --[(INV) written_by]--> Set It Off --[starred_actors]--> Vivica A. Fox
Path (Raw):       What's Love Got to Do with It --[written_by]--> Kate Lanier --[(INV) written_by]--> Set It Off --[starred_actors]--> Vivica A. Fox
Neg LogProb(↓):   0.046667
Path Entropy(↓):  0.201613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of le beau serge starred who
Start Entity:     Le Beau Serge
Gold Answer:      [['Stéphane Audran', 'Jacqueline Sassard', 'Louis Jourdan', 'Van Heflin', 'Diane Lane', 'Olivier Martinez', 'François Cluzet', 'Jennifer Jones', 'Richard Gere', 'Isabelle Huppert', 'James Mason', 'Emmanuelle Béart']]
Predicted Ans:    Stéphane Audran
Predicted Path:   Le Beau Serge --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Path (Raw):       Le Beau Serge --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Neg LogProb(↓):   0.486259
Path Entropy(↓):  1.049335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by apichatpong weerasethakul
Start Entity:     Apichatpong Weerasethakul
Gold Answer:      [['Syndromes and a Century', 'Tropical Malady', 'Blissfully Yours', 'Uncle Boonmee Who Can Recall His Past Lives']]
Predicted Ans:    Tropical Malady
Predicted Path:   Apichatpong Weerasethakul --[(INV) written_by]--> Tropical Malady --[written_by]--> Apichatpong Weerasethakul --[(INV) written_by]--> Tropical Malady
Path (Raw):       Apichatpong Weerasethakul --[(INV) written_by]--> Tropical Malady --[written_by]--> Apichatpong Weerasethakul --[(INV) written_by]--> Tropical Malady
Neg LogProb(↓):   0.174446
Path Entropy(↓):  0.553815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the germinal director
Start Entity:     Germinal
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Germinal --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[has_genre]--> Drama
Path (Raw):       Germinal --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[has_genre]--> Drama
Neg LogProb(↓):   0.003139
Path Entropy(↓):  0.023452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed oliver twist
Start Entity:     Oliver Twist
Gold Answer:      [['Roman Polanski']]
Predicted Ans:    David Lean
Predicted Path:   Oliver Twist --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[directed_by]--> David Lean
Path (Raw):       Oliver Twist --[directed_by]--> David Lean --[(INV) directed_by]--> A Passage to India --[directed_by]--> David Lean
Neg LogProb(↓):   0.464371
Path Entropy(↓):  0.860578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of helen morse starred movies
Start Entity:     Helen Morse
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Helen Morse --[(INV) starred_actors]--> Picnic at Hanging Rock --[release_year]--> 1975
Path (Raw):       Helen Morse --[No Operation]--> Helen Morse --[(INV) starred_actors]--> Picnic at Hanging Rock --[release_year]--> 1975
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the cross of lorraine
Start Entity:     The Cross of Lorraine
Gold Answer:      [['Richard Lester', 'Robert Siodmak', 'Gene Kelly', 'George Cukor', 'Robert Greenwald', 'Richard Thorpe', 'Busby Berkeley', 'Stephen Herek', 'Irving Rapper', 'Charles Vidor', 'Stanley Donen', 'Charles Walters', 'Vincente Minnelli', 'George Sidney', 'Stanley Kramer']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   The Cross of Lorraine --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris --[directed_by]--> Vincente Minnelli
Path (Raw):       The Cross of Lorraine --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.792497
Path Entropy(↓):  1.257381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film friendly persuasion released
Start Entity:     Friendly Persuasion
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   Friendly Persuasion --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Path (Raw):       Friendly Persuasion --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Neg LogProb(↓):   2.618797
Path Entropy(↓):  3.738278
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jack klugman co - starred with who
Start Entity:     Jack Klugman
Gold Answer:      [['Jack Lemmon', 'Frank Sinatra', 'Lee Remick', 'Aaron Kwok', 'Charles Bickford']]
Predicted Ans:    Frank Sinatra
Predicted Path:   Jack Klugman --[(INV) starred_actors]--> The Detective --[starred_actors]--> Frank Sinatra
Path (Raw):       Jack Klugman --[No Operation]--> Jack Klugman --[(INV) starred_actors]--> The Detective --[starred_actors]--> Frank Sinatra
Neg LogProb(↓):   0.000325
Path Entropy(↓):  0.003301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by frank morgan
Start Entity:     Frank Morgan
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Frank Morgan --[(INV) starred_actors]--> Tortilla Flat --[in_language]--> Spanish
Path (Raw):       Frank Morgan --[No Operation]--> Frank Morgan --[(INV) starred_actors]--> Tortilla Flat --[in_language]--> Spanish
Neg LogProb(↓):   0.000841
Path Entropy(↓):  0.007684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the black book director release
Start Entity:     Black Book
Gold Answer:      [['1995', '1980', '2000', '1997', '1990', '1992', '1973', '2014', '1987', '2012', '1977']]
Predicted Ans:    2006
Predicted Path:   Black Book --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Black Book --[release_year]--> 2006
Path (Raw):       Black Book --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Black Book --[release_year]--> 2006
Neg LogProb(↓):   1.600985
Path Entropy(↓):  2.001346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films too late the hero are written by who
Start Entity:     Too Late the Hero
Gold Answer:      [['Lukas Heller', 'Henry Farrell', 'Frank Marcus', 'Clifford Odets', 'Alan Sharp', 'A.I. Bezzerides', 'Robert Aldrich', 'Jean Rouverol', 'Lawrence P. Bachmann', 'Jack Jevne', 'Mickey Spillane', 'Giorgio Prosperi', 'Dalton Trumbo', 'Teddi Sherman', 'Hugo Butler', 'Walter Wager', 'Borden Chase', 'Howard Rigsby', 'Robert Thom', 'James Poe']]
Predicted Ans:    Lukas Heller
Predicted Path:   Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[written_by]--> Lukas Heller
Path (Raw):       Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[written_by]--> Lukas Heller
Neg LogProb(↓):   0.354578
Path Entropy(↓):  0.932126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of sky fighters
Start Entity:     Sky Fighters
Gold Answer:      [['Gérard Pirès']]
Predicted Ans:    Gérard Pirès
Predicted Path:   Sky Fighters --[directed_by]--> Gérard Pirès --[(INV) directed_by]--> Taxi --[directed_by]--> Gérard Pirès
Path (Raw):       Sky Fighters --[directed_by]--> Gérard Pirès --[(INV) directed_by]--> Taxi --[directed_by]--> Gérard Pirès
Neg LogProb(↓):   0.025451
Path Entropy(↓):  0.125763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of set it off
Start Entity:     Set It Off
Gold Answer:      [['Booty Call', "What's Love Got to Do with It"]]
Predicted Ans:    What's Love Got to Do with It
Predicted Path:   Set It Off --[written_by]--> Kate Lanier --[(INV) written_by]--> What's Love Got to Do with It
Path (Raw):       Set It Off --[No Operation]--> Set It Off --[written_by]--> Kate Lanier --[(INV) written_by]--> What's Love Got to Do with It
Neg LogProb(↓):   0.199264
Path Entropy(↓):  0.554541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of david koechner acted films
Start Entity:     David Koechner
Gold Answer:      [['Mike Million']]
Predicted Ans:    Mike Million
Predicted Path:   David Koechner --[(INV) starred_actors]--> Tenure --[written_by]--> Mike Million
Path (Raw):       David Koechner --[No Operation]--> David Koechner --[(INV) starred_actors]--> Tenure --[written_by]--> Mike Million
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by krzysztof zanussi starred which actors
Start Entity:     Krzysztof Zanussi
Gold Answer:      [['Leslie Nielsen', 'Lochlyn Munro']]
Predicted Ans:    Leslie Nielsen
Predicted Path:   Krzysztof Zanussi --[(INV) written_by]--> Camouflage --[starred_actors]--> Leslie Nielsen
Path (Raw):       Krzysztof Zanussi --[No Operation]--> Krzysztof Zanussi --[(INV) written_by]--> Camouflage --[starred_actors]--> Leslie Nielsen
Neg LogProb(↓):   0.011719
Path Entropy(↓):  0.073966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of amy ferguson
Start Entity:     Amy Ferguson
Gold Answer:      [['Brie Larson', 'Rooney Mara', 'Georgia King']]
Predicted Ans:    Rooney Mara
Predicted Path:   Amy Ferguson --[(INV) starred_actors]--> Tanner Hall --[starred_actors]--> Rooney Mara
Path (Raw):       Amy Ferguson --[No Operation]--> Amy Ferguson --[(INV) starred_actors]--> Tanner Hall --[starred_actors]--> Rooney Mara
Neg LogProb(↓):   0.393194
Path Entropy(↓):  0.793523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in conspiracy theory
Start Entity:     Conspiracy Theory
Gold Answer:      [['English', 'Finnish', 'Chinese', 'Indonesian', 'Lao', 'Russian']]
Predicted Ans:    Chinese
Predicted Path:   Conspiracy Theory --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> What Women Want --[in_language]--> Chinese
Path (Raw):       Conspiracy Theory --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> What Women Want --[in_language]--> Chinese
Neg LogProb(↓):   2.033905
Path Entropy(↓):  0.396396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by aksel hennie released
Start Entity:     Aksel Hennie
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Aksel Hennie --[(INV) starred_actors]--> Headhunters --[release_year]--> 2011
Path (Raw):       Aksel Hennie --[No Operation]--> Aksel Hennie --[(INV) starred_actors]--> Headhunters --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie my afternoons with margueritte are directed by who
Start Entity:     My Afternoons with Margueritte
Gold Answer:      [['Maurice Pialat', 'André Téchiné', 'Roland Joffé', 'Pitof', 'François Truffaut', 'Roman Coppola', 'Giuseppe Tornatore', 'Bruno Nuytten', 'Michael Gordon', 'Jacob Berger', 'Bernardo Bertolucci', 'Peter Weir', 'Brad Mirman', 'Andrzej Wajda', 'Claude Berri', 'Bertrand Blier', 'Yves Angelo', 'Anne Fontaine', 'Norman Jewison', 'Marco Ferreri', 'François Ozon', 'Barbet Schroeder', 'Paul Leni', 'Nick Cassavetes']]
Predicted Ans:    François Truffaut
Predicted Path:   My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[directed_by]--> François Truffaut
Path (Raw):       My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.914812
Path Entropy(↓):  2.034425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter mamoru hosoda wrote films together with who
Start Entity:     Mamoru Hosoda
Gold Answer:      [['Satoko Okudera']]
Predicted Ans:    Satoko Okudera
Predicted Path:   Mamoru Hosoda --[(INV) written_by]--> Summer Wars --[written_by]--> Satoko Okudera
Path (Raw):       Mamoru Hosoda --[No Operation]--> Mamoru Hosoda --[(INV) written_by]--> Summer Wars --[written_by]--> Satoko Okudera
Neg LogProb(↓):   0.160940
Path Entropy(↓):  0.482976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in woody harrelson acted films
Start Entity:     Woody Harrelson
Gold Answer:      [['Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       Woody Harrelson --[No Operation]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.001711
Path Entropy(↓):  0.014445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film boys on the side
Start Entity:     Boys on the Side
Gold Answer:      [['Michael Sucsy', 'Bruce Joel Rubin', 'Lewis Carroll', 'Linda Woolverton', 'Matthew Bright', 'Kirk Jones', 'Katt Shea', 'Melissa Goddard', 'Andy Ruben', 'Woody Allen', 'Ken Friedman', 'Geoff LaTulippe', 'Giuseppe Tornatore', 'Jenaro Prieto', 'Ivan Menchell', 'Clare Sera', 'Kevin Williamson', 'Charles Dickens', 'Maurice Renard', 'Yolande Turner', 'Vince Gilligan', 'Charlie Kaufman', 'Hugh Wilson', 'Eric Roth', 'Paula Milne', 'Patricia Rozema', 'John August', 'Ryan Rowe', 'Ed Solomon', 'Jacquelyn Mitchard', 'Curtis Hanson', 'Robert Zemeckis', 'Vicente Aranda', 'John Cork', 'Alice Walker', 'Dean Riesner', 'Kelly Senecal', 'Eric Goodman', 'Terry McMillan', 'Tonino Guerra', 'Massimo De Rita', 'George Wing', 'Kiyoshi Kurosawa', 'Chuck Barris', 'Alvin Sargent', 'Stephen King', 'Tim Herlihy', 'Nick Hornby', 'Joseph L. Mankiewicz', 'Ivan Goff', 'Ben Roberts', 'Hilary Henkin']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Boys on the Side --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Boys on the Side --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.223987
Path Entropy(↓):  2.384801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by fist of the north star actors
Start Entity:     Fist of the North Star
Gold Answer:      [['David Hackl', 'David Grieco', 'Paul McGuigan', 'Allan Arkush', 'Zalman King', 'Kevin Greutert', 'Robert Altman', 'Bob Guccione', 'Giancarlo Lui', 'Stanley Kubrick', 'Rob Zombie', 'Jack Gold', 'Nicholas Meyer', 'William Kaufman', 'John Carpenter', 'Bill Condon', 'Joseph Losey', 'Lindsay Anderson', 'Richard Lester', 'Tinto Brass', 'Darren Lynn Bousman']]
Predicted Ans:    John Carpenter
Predicted Path:   Fist of the North Star --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Halloween --[directed_by]--> John Carpenter
Path (Raw):       Fist of the North Star --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Halloween --[directed_by]--> John Carpenter
Neg LogProb(↓):   0.922299
Path Entropy(↓):  1.710599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by steve evets were directed by who
Start Entity:     Steve Evets
Gold Answer:      [['Ken Loach']]
Predicted Ans:    Ken Loach
Predicted Path:   Steve Evets --[(INV) starred_actors]--> Looking for Eric --[directed_by]--> Ken Loach
Path (Raw):       Steve Evets --[No Operation]--> Steve Evets --[(INV) starred_actors]--> Looking for Eric --[directed_by]--> Ken Loach
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by tigmanshu dhulia released
Start Entity:     Tigmanshu Dhulia
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Tigmanshu Dhulia --[(INV) written_by]--> Paan Singh Tomar --[release_year]--> 2012
Path (Raw):       Tigmanshu Dhulia --[No Operation]--> Tigmanshu Dhulia --[(INV) written_by]--> Paan Singh Tomar --[release_year]--> 2012
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in joe's apartment
Start Entity:     Joe's Apartment
Gold Answer:      [["Jerry O'Connell", 'Billy West', 'Megan Ward']]
Predicted Ans:    Jerry O'Connell
Predicted Path:   Joe's Apartment --[directed_by]--> John Payson --[(INV) directed_by]--> Joe's Apartment --[starred_actors]--> Jerry O'Connell
Path (Raw):       Joe's Apartment --[directed_by]--> John Payson --[(INV) directed_by]--> Joe's Apartment --[starred_actors]--> Jerry O'Connell
Neg LogProb(↓):   0.023176
Path Entropy(↓):  0.134043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie judgment at nuremberg are written by who
Start Entity:     Judgment at Nuremberg
Gold Answer:      [["Frank O'Rourke", 'Edward Knoblock', 'Delmer Daves', 'Myles Connolly', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'Whitfield Cook', 'Millard Kaufman', 'Rod Serling', 'Sinclair Lewis', 'Selwyn Jepson', 'Giuseppe Tomasi di Lampedusa', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Luke Short', 'William Rose', 'Ron Hutchinson', 'Samson Raphaelson', 'Lynn Riggs', 'Donald Ogden Stewart', 'Daniel Taradash', 'Neil Jordan', 'Guy Trosper', "Robert Vincent O'Neill", 'Samuel Fuller', 'Joseph Michael Cala', 'Edward Streeter', 'Harry Hervey', 'Albert Hackett', 'Frances Goodrich', 'Alan Le May', 'Nevil Shute', 'Jerome Sable', 'Walter Wager', 'Borden Chase', 'Richard Stanley', 'Clara Beranger', 'Anita Loos', 'Elmore Leonard', 'Ben Hecht', 'Michael Gottlieb', 'Josef von Sternberg', 'Robert Morley', 'Robert Alan Aurthur', 'John Lee Mahin', 'Helen Deutsch', 'Fritz Lang', 'Mark Rascovich', 'Howard Rodman', 'Richard Dougherty', 'Richard L. Breen', 'Conrad Richter', 'James Jones', 'John Steinbeck', 'Clifford Odets', 'John Guare', 'Waldemar Young', 'Vincent Lawrence', 'Robert Liebmann', 'Heinrich Mann', 'Karl Vollmöller', 'Bill Forsyth', 'Billy Wilder', 'Charles Brackett', 'Melchior Lengyel', "Edwin O'Connor", 'Edward Rugoff', 'John Cheever', 'Nedrick Young', 'Gerald Kersh', 'Tennessee Williams', 'Daniel Fuchs', 'Don Tracy', 'Hal Kanter', 'Felix Holt', 'Robert Hichens', 'Abraham Polonsky', 'Frank Butler', 'Kenneth Fearing', 'Max Catto', 'George Seaton', 'Oakley Hall', 'Richard Brooks', 'Abby Mann', 'Tom Reed', 'George Owen', 'Joseph L. Mankiewicz', 'Stephen Gaghan', 'Maurine Dallas Watkins', 'St. Clair McKelway', 'Wallace Sullivan', 'Willis Goldbeck', 'Arthur Hailey', 'N. Richard Nash', 'Guy Bolton', 'Aleksandr Gordon', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'Russel Crouse', 'Don McGuire', 'Howard Breslin', 'Peter Viertel', 'Alan Sharp', 'William Marchant', 'William Eastlake', 'Samuel Hoffenstein', 'Percy Heath', 'Ketti Frings', 'Robert Louis Stevenson', 'Leon Uris', 'Andrei Tarkovsky', 'Howard Emmett Rogers', 'Frank Wead', 'Charles Lederer', 'Eleazar Lipsky', 'Max Brand', 'William Gibson', 'Anna Seghers', 'Luchino Visconti', 'Marcus Sanders', 'Eleanore Griffin', 'Thomas E. Gaddis', 'Dore Schary', 'John Meehan', 'Paul Zaloom', 'John Grisham', 'Leslie Bohem', 'Sandow Birk', 'Francis Ford Coppola', 'Charlotte Armstrong', 'David Boehm', 'Frederick Hazlitt Brennan', 'Will Cook', 'Chandler Sprague', 'Rex Beach', 'David Ayer', "Liam O'Brien", 'Alma Reville', 'Jules Furthman', 'Robert Harari', 'David Shaw', 'David Twohy', 'Evan Hunter', 'John Dos Passos', 'Ruth Gordon', 'Waldo Salt', 'Garson Kanin', 'Carl Zuckmayer', 'Richard Price', 'Edward Anhalt', 'Manuel Komroff', 'Elizabeth Taylor', 'Ernest Lehman', 'Lucille Fletcher', 'Dennis Wheatley', 'George Oppenheimer', 'Charles W. Bailey II', 'Fletcher Knebel', 'Benno Vigny', 'James Edward Grant', 'Agatha Christie', 'Harold Jacob Smith', 'Lewis E. Lawes', 'Jerome Lawrence', 'Noel Langley', 'Harry Kurnitz', 'H.G. Wells', 'Anthony Veiller', 'James Drought', 'William Inge', 'Dalton Trumbo', 'Hugo Butler', 'Kenneth Roberts', 'Frank Davis', 'Eleanor Perry', 'Rose Valland', 'Franklin Coen', 'Daniel Ford', 'John Lee Hancock', 'Lawrence Hazard', 'Norman Krasna', 'Bartlett Cormack', 'James Poe', 'Philip Barry', 'Pierre Louÿs', 'Frances Marion']]
Predicted Ans:    John Guare
Predicted Path:   Judgment at Nuremberg --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[written_by]--> John Guare
Path (Raw):       Judgment at Nuremberg --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[written_by]--> John Guare
Neg LogProb(↓):   1.898433
Path Entropy(↓):  2.509718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by chuck connors
Start Entity:     Chuck Connors
Gold Answer:      [['1966', '1962']]
Predicted Ans:    1966
Predicted Path:   Chuck Connors --[(INV) starred_actors]--> Ride Beyond Vengeance --[release_year]--> 1966
Path (Raw):       Chuck Connors --[No Operation]--> Chuck Connors --[(INV) starred_actors]--> Ride Beyond Vengeance --[release_year]--> 1966
Neg LogProb(↓):   0.131836
Path Entropy(↓):  0.373870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed top hat
Start Entity:     Top Hat
Gold Answer:      [['Mark Sandrich']]
Predicted Ans:    Mark Sandrich
Predicted Path:   Top Hat --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       Top Hat --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   0.419222
Path Entropy(↓):  0.712866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of arletty
Start Entity:     Arletty
Gold Answer:      [['Alain Cuny', 'Marie Déa', 'Fernand Ledoux', 'Paul Anka']]
Predicted Ans:    Paul Anka
Predicted Path:   Arletty --[(INV) starred_actors]--> The Longest Day --[starred_actors]--> Paul Anka
Path (Raw):       Arletty --[No Operation]--> Arletty --[(INV) starred_actors]--> The Longest Day --[starred_actors]--> Paul Anka
Neg LogProb(↓):   0.059408
Path Entropy(↓):  0.241997
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did keith waterhouse write the story for
Start Entity:     Keith Waterhouse
Gold Answer:      [['Whistle Down the Wind', 'Billy Liar']]
Predicted Ans:    Billy Liar
Predicted Path:   Keith Waterhouse --[(INV) written_by]--> Billy Liar --[written_by]--> Keith Waterhouse --[(INV) written_by]--> Billy Liar
Path (Raw):       Keith Waterhouse --[(INV) written_by]--> Billy Liar --[written_by]--> Keith Waterhouse --[(INV) written_by]--> Billy Liar
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by james keach were released in which years
Start Entity:     James Keach
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   James Keach --[(INV) written_by]--> The Long Riders --[release_year]--> 1980
Path (Raw):       James Keach --[No Operation]--> James Keach --[(INV) written_by]--> The Long Riders --[release_year]--> 1980
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie random hearts were in which genres
Start Entity:     Random Hearts
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Random Hearts --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[has_genre]--> Comedy
Path (Raw):       Random Hearts --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[has_genre]--> Comedy
Neg LogProb(↓):   1.372515
Path Entropy(↓):  2.080918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the darjeeling limited were released in which years
Start Entity:     The Darjeeling Limited
Gold Answer:      [['1998', '2009', '2001', '2004', '1996', '2014', '2012', '2007']]
Predicted Ans:    2004
Predicted Path:   The Darjeeling Limited --[written_by]--> Wes Anderson --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[release_year]--> 2004
Path (Raw):       The Darjeeling Limited --[written_by]--> Wes Anderson --[(INV) written_by]--> The Life Aquatic with Steve Zissou --[release_year]--> 2004
Neg LogProb(↓):   0.648810
Path Entropy(↓):  1.397017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the crusades
Start Entity:     The Crusades
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   The Crusades --[release_year]--> 1935 --[(INV) release_year]--> Becky Sharp --[release_year]--> 1935
Path (Raw):       The Crusades --[release_year]--> 1935 --[(INV) release_year]--> Becky Sharp --[release_year]--> 1935
Neg LogProb(↓):   1.733714
Path Entropy(↓):  2.766566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by domino actors
Start Entity:     Domino
Gold Answer:      [['Walter Hill', 'Mitch Glazer', 'Roger Donaldson', 'Michael Seresin', 'Don McKellar', 'Stuart Rosenberg', 'Spike Lee', 'Simon Wincer', 'James Wong', 'Zalman King', 'John Madden', 'David Mamet', 'Jonas Åkerlund', 'Alan Parker', 'Lynn Shelton', 'Michael Cimino', 'Francis Ford Coppola', 'Massy Tadjedin', 'John Carney', 'David Cronenberg', 'Vincent Gallo', 'Danny Boyle', 'Julien Temple', 'Darren Aronofsky', 'William Monahan', 'Tarsem Singh', 'Gurinder Chadha', 'Barbet Schroeder', 'Mike Hodges']]
Predicted Ans:    Massy Tadjedin
Predicted Path:   Domino --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Last Night --[directed_by]--> Massy Tadjedin
Path (Raw):       Domino --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Last Night --[directed_by]--> Massy Tadjedin
Neg LogProb(↓):   0.854821
Path Entropy(↓):  1.309275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film cyrano de bergerac
Start Entity:     Cyrano de Bergerac
Gold Answer:      [['Edward Dmytryk', 'José Ferrer', 'Maurice Pialat', 'André Téchiné', 'Clint Eastwood', 'John Huston', 'Roland Joffé', 'Pitof', 'François Truffaut', 'Roman Coppola', 'Giuseppe Tornatore', 'Otto Preminger', 'Milcho Manchevski', 'Bruno Nuytten', 'Ingmar Bergman', 'Stanley Kramer', 'Jacob Berger', 'Jacques Rivette', 'Bernardo Bertolucci', 'Jean Becker', 'Peter Weir', 'Brad Mirman', 'Andrzej Wajda', 'Claude Berri', 'Bertrand Blier', 'Paul Leni', 'Yves Angelo', 'Anne Fontaine', 'Norman Jewison', 'Richard Brooks', 'Marco Ferreri', 'François Ozon', 'Barbet Schroeder', 'William Castle', 'Edgar G. Ulmer', 'Nick Cassavetes']]
Predicted Ans:    François Truffaut
Predicted Path:   Cyrano de Bergerac --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[directed_by]--> François Truffaut
Path (Raw):       Cyrano de Bergerac --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.983476
Path Entropy(↓):  2.223511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie fools rush in
Start Entity:     Fools Rush In
Gold Answer:      [['1998', '2000', '1997', '2009', '2001', '2008', '2003', '2004', '2006', '1999', '2002', '1994', '2012', '2011']]
Predicted Ans:    2012
Predicted Path:   Fools Rush In --[starred_actors]--> Salma Hayek --[(INV) starred_actors]--> Here Comes the Boom --[release_year]--> 2012
Path (Raw):       Fools Rush In --[starred_actors]--> Salma Hayek --[(INV) starred_actors]--> Here Comes the Boom --[release_year]--> 2012
Neg LogProb(↓):   0.424258
Path Entropy(↓):  0.921142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed secret agent
Start Entity:     Secret Agent
Gold Answer:      [['French', 'English', 'Russian', 'German']]
Predicted Ans:    German
Predicted Path:   Secret Agent --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[in_language]--> German
Path (Raw):       Secret Agent --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[in_language]--> German
Neg LogProb(↓):   1.655889
Path Entropy(↓):  1.580544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with random hearts fall under
Start Entity:     Random Hearts
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Random Hearts --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Bitter Moon --[has_genre]--> Thriller
Path (Raw):       Random Hearts --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Bitter Moon --[has_genre]--> Thriller
Neg LogProb(↓):   1.008307
Path Entropy(↓):  1.535755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the river are directed by who
Start Entity:     The River
Gold Answer:      [['John Gielgud', 'Roger Donaldson', 'Michael Almereyda', 'George Ogilvie', 'Perry Moore', 'Hunter Hill', 'Dean Semler', 'Keith Gordon', 'Franco Zeffirelli', 'Todd Field', 'Robert Towne', 'John Badham', 'Ron Howard', 'Robert Altman', 'Richard Donner', 'Michael Apted', 'Roland Emmerich', 'David Lynch', 'Martin Campbell', 'Lewis Milestone', 'Tim Burstall', 'Brian Helgeland', 'Kenneth Branagh', 'Grigori Kozintsev', 'Roger Spottiswoode', 'Nancy Meyers', 'Wim Wenders', 'Courtney Solomon', 'Nick Park', 'Hugh Wilson', 'Peter Weir', 'Laurence Olivier', 'Charles Matthau', 'George Miller', 'Aaron Schneider', 'Richard Pearce', 'Tom Moore', 'Gillian Armstrong', 'Tony Richardson', 'Adrian Grunberg', 'William Wyler', 'Robert Rodriguez', 'M. Night Shyamalan', 'Seth Gordon', 'Terrence Malick', 'Steve Miner', 'Peter Lord', 'Randall Wallace', 'Jodie Foster', 'Mel Gibson', 'Brian De Palma']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   The River --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       The River --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   1.050097
Path Entropy(↓):  2.064469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director antonio margheriti
Start Entity:     Antonio Margheriti
Gold Answer:      [['Reb Brown', 'Tony Russel', 'Lisa Gastoni', 'Massimo Serato']]
Predicted Ans:    Tony Russel
Predicted Path:   Antonio Margheriti --[(INV) directed_by]--> Wild, Wild Planet --[starred_actors]--> Tony Russel
Path (Raw):       Antonio Margheriti --[No Operation]--> Antonio Margheriti --[(INV) directed_by]--> Wild, Wild Planet --[starred_actors]--> Tony Russel
Neg LogProb(↓):   0.582473
Path Entropy(↓):  0.792786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films together with marc forster
Start Entity:     Marc Forster
Gold Answer:      [['Wiebke von Carolsfeld']]
Predicted Ans:    Marc Forster
Predicted Path:   Marc Forster --[(INV) directed_by]--> World War Z --[directed_by]--> Marc Forster
Path (Raw):       Marc Forster --[No Operation]--> Marc Forster --[(INV) directed_by]--> World War Z --[directed_by]--> Marc Forster
Neg LogProb(↓):   0.086760
Path Entropy(↓):  0.348266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed a pigeon sat on a branch reflecting on existence
Start Entity:     A Pigeon Sat on a Branch Reflecting on Existence
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A Pigeon Sat on a Branch Reflecting on Existence --[directed_by]--> Roy Andersson --[(INV) directed_by]--> A Swedish Love Story --[has_genre]--> Drama
Path (Raw):       A Pigeon Sat on a Branch Reflecting on Existence --[directed_by]--> Roy Andersson --[(INV) directed_by]--> A Swedish Love Story --[has_genre]--> Drama
Neg LogProb(↓):   0.407930
Path Entropy(↓):  0.655382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did xan cassavetes write
Start Entity:     Xan Cassavetes
Gold Answer:      [['Kiss of the Damned']]
Predicted Ans:    Kiss of the Damned
Predicted Path:   Xan Cassavetes --[(INV) written_by]--> Kiss of the Damned --[written_by]--> Xan Cassavetes --[(INV) written_by]--> Kiss of the Damned
Path (Raw):       Xan Cassavetes --[(INV) written_by]--> Kiss of the Damned --[written_by]--> Xan Cassavetes --[(INV) written_by]--> Kiss of the Damned
Neg LogProb(↓):   0.000313
Path Entropy(↓):  0.002845
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with tales of manhattan fall under
Start Entity:     Tales of Manhattan
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Crime', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   Tales of Manhattan --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[has_genre]--> Musical
Path (Raw):       Tales of Manhattan --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[has_genre]--> Musical
Neg LogProb(↓):   0.789750
Path Entropy(↓):  1.319634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did elizabeth taylor write the story for
Start Entity:     Elizabeth Taylor
Gold Answer:      [['Mrs. Palfrey at the Claremont', 'Angel']]
Predicted Ans:    Mrs. Palfrey at the Claremont
Predicted Path:   Elizabeth Taylor --[(INV) written_by]--> Mrs. Palfrey at the Claremont --[written_by]--> Ruth Sacks --[(INV) written_by]--> Mrs. Palfrey at the Claremont
Path (Raw):       Elizabeth Taylor --[(INV) written_by]--> Mrs. Palfrey at the Claremont --[written_by]--> Ruth Sacks --[(INV) written_by]--> Mrs. Palfrey at the Claremont
Neg LogProb(↓):   0.060558
Path Entropy(↓):  0.244743
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by frank laloggia
Start Entity:     Frank LaLoggia
Gold Answer:      [['Len Cariou', 'Katherine Helmond', 'Lukas Haas', 'Alex Rocco']]
Predicted Ans:    Katherine Helmond
Predicted Path:   Frank LaLoggia --[(INV) written_by]--> Lady in White --[starred_actors]--> Katherine Helmond
Path (Raw):       Frank LaLoggia --[No Operation]--> Frank LaLoggia --[(INV) written_by]--> Lady in White --[starred_actors]--> Katherine Helmond
Neg LogProb(↓):   0.005185
Path Entropy(↓):  0.033148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in stuck
Start Entity:     Stuck
Gold Answer:      [['Stephen Rea', 'Mena Suvari']]
Predicted Ans:    James Franco
Predicted Path:   Stuck --[starred_actors]--> Mena Suvari --[(INV) starred_actors]--> Sonny --[starred_actors]--> James Franco
Path (Raw):       Stuck --[starred_actors]--> Mena Suvari --[(INV) starred_actors]--> Sonny --[starred_actors]--> James Franco
Neg LogProb(↓):   0.616616
Path Entropy(↓):  0.821362
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films directed by frank ryan
Start Entity:     Frank Ryan
Gold Answer:      [['Robert Paige', 'Deanna Durbin', 'Akim Tamiroff']]
Predicted Ans:    Deanna Durbin
Predicted Path:   Frank Ryan --[(INV) directed_by]--> Can't Help Singing --[starred_actors]--> Deanna Durbin
Path (Raw):       Frank Ryan --[No Operation]--> Frank Ryan --[(INV) directed_by]--> Can't Help Singing --[starred_actors]--> Deanna Durbin
Neg LogProb(↓):   0.013047
Path Entropy(↓):  0.078177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of todd berger written films
Start Entity:     Todd Berger
Gold Answer:      [['2012', '2005', '2009']]
Predicted Ans:    2005
Predicted Path:   Todd Berger --[(INV) written_by]--> Chasing Christmas --[release_year]--> 2005
Path (Raw):       Todd Berger --[No Operation]--> Todd Berger --[(INV) written_by]--> Chasing Christmas --[release_year]--> 2005
Neg LogProb(↓):   0.725713
Path Entropy(↓):  1.049710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie meeting evil in a few words
Start Entity:     Meeting Evil
Gold Answer:      [['samuel l. jackson', 'luke wilson']]
Predicted Ans:    luke wilson
Predicted Path:   Meeting Evil --[has_tags]--> luke wilson --[(INV) has_tags]--> The Wendell Baker Story --[has_tags]--> luke wilson
Path (Raw):       Meeting Evil --[has_tags]--> luke wilson --[(INV) has_tags]--> The Wendell Baker Story --[has_tags]--> luke wilson
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the jessabelle director release
Start Entity:     Jessabelle
Gold Answer:      [['2009']]
Predicted Ans:    2014
Predicted Path:   Jessabelle --[directed_by]--> Kevin Greutert --[(INV) directed_by]--> Jessabelle --[release_year]--> 2014
Path (Raw):       Jessabelle --[directed_by]--> Kevin Greutert --[(INV) directed_by]--> Jessabelle --[release_year]--> 2014
Neg LogProb(↓):   0.261931
Path Entropy(↓):  0.539802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are some words that describe movie blue like jazz
Start Entity:     Blue Like Jazz
Gold Answer:      [['college']]
Predicted Ans:    college
Predicted Path:   Blue Like Jazz --[has_tags]--> college --[(INV) has_tags]--> Blue Like Jazz --[has_tags]--> college
Path (Raw):       Blue Like Jazz --[has_tags]--> college --[(INV) has_tags]--> Blue Like Jazz --[has_tags]--> college
Neg LogProb(↓):   0.124653
Path Entropy(↓):  0.570344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of essex boys
Start Entity:     Essex Boys
Gold Answer:      [["Morgan Stewart's Coming Home"]]
Predicted Ans:    Morgan Stewart's Coming Home
Predicted Path:   Essex Boys --[directed_by]--> Terry Winsor --[(INV) directed_by]--> Morgan Stewart's Coming Home
Path (Raw):       Essex Boys --[directed_by]--> Terry Winsor --[(INV) directed_by]--> Morgan Stewart's Coming Home --[No Operation]--> Morgan Stewart's Coming Home
Neg LogProb(↓):   0.509061
Path Entropy(↓):  0.701774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote all the fine young cannibals
Start Entity:     All the Fine Young Cannibals
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   All the Fine Young Cannibals --[written_by]--> Rosamond Marshall --[(INV) written_by]--> Kitty --[release_year]--> 1945
Path (Raw):       All the Fine Young Cannibals --[written_by]--> Rosamond Marshall --[(INV) written_by]--> Kitty --[release_year]--> 1945
Neg LogProb(↓):   0.002225
Path Entropy(↓):  0.015800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of in my country starred who
Start Entity:     In My Country
Gold Answer:      [['Geoffrey Rush', 'Billie Whitelaw', 'Sara Kestelman', 'Buster Keaton', 'Kim Cattrall', 'Gilles Lellouche', 'Burt Reynolds', 'Patricia Arquette', 'U Aung Ko', 'Gérard Lanvin', 'Ashley Judd', 'Marcello Mastroianni', 'Adrian Dunbar', 'Uma Thurman', 'Lee Marvin', 'Angie Dickinson', 'Ned Beatty', 'Dabney Coleman', 'Stockard Channing', 'Brendan Gleeson', 'Pierce Brosnan', 'Jon Voight', 'Nicholas Clay', 'Cherie Lunghi', 'Jamie Lee Curtis', 'Ronny Cox', 'Sean Connery', 'Charlotte Rampling', 'Natalie Portman', 'Nigel Terry', 'Roschdy Zem', 'Elena Anaya', 'Joan Cusack', 'Helen Mirren']]
Predicted Ans:    Sean Connery
Predicted Path:   In My Country --[directed_by]--> John Boorman --[(INV) directed_by]--> Zardoz --[starred_actors]--> Sean Connery
Path (Raw):       In My Country --[directed_by]--> John Boorman --[(INV) directed_by]--> Zardoz --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.142407
Path Entropy(↓):  0.603702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with sofia vergara
Start Entity:     Sofía Vergara
Gold Answer:      [['Hank Azaria', 'Neil Patrick Harris', 'Jayma Mays', 'Eduardo Verástegui', 'Jaci Velasquez']]
Predicted Ans:    Neil Patrick Harris
Predicted Path:   Sofía Vergara --[(INV) starred_actors]--> The Smurfs --[starred_actors]--> Neil Patrick Harris
Path (Raw):       Sofía Vergara --[No Operation]--> Sofía Vergara --[(INV) starred_actors]--> The Smurfs --[starred_actors]--> Neil Patrick Harris
Neg LogProb(↓):   0.277414
Path Entropy(↓):  0.722118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the tall man are written by who
Start Entity:     The Tall Man
Gold Answer:      [['Sylvain Chomet', "Dan O'Bannon", 'Stephen J. Cannell', 'Mark Bomback', 'Roger Avary', 'Steven Millhauser', 'Philip K. Dick', 'Frank Lupo', 'Brian Bloom', 'Gary Goldman', 'Neil Burger', 'Joe Carnahan', 'Ronald Shusett', 'Jon Povill', 'Stephan Elliott', 'Sheridan Jobbins', 'Harvey Weinstein', 'Jorge Blanco', 'Joe Stillman', 'Bret Easton Ellis', 'Kurt Wimmer', 'Jacques Tati']]
Predicted Ans:    Stephan Elliott
Predicted Path:   The Tall Man --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> Easy Virtue --[written_by]--> Stephan Elliott
Path (Raw):       The Tall Man --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> Easy Virtue --[written_by]--> Stephan Elliott
Neg LogProb(↓):   1.304099
Path Entropy(↓):  1.684618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the deadly trackers released
Start Entity:     The Deadly Trackers
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   The Deadly Trackers --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Path (Raw):       The Deadly Trackers --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Neg LogProb(↓):   2.874043
Path Entropy(↓):  4.258160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by anna hamilton phelan
Start Entity:     Anna Hamilton Phelan
Gold Answer:      [['Mira Nair']]
Predicted Ans:    Mira Nair
Predicted Path:   Anna Hamilton Phelan --[(INV) written_by]--> Amelia --[directed_by]--> Mira Nair
Path (Raw):       Anna Hamilton Phelan --[No Operation]--> Anna Hamilton Phelan --[(INV) written_by]--> Amelia --[directed_by]--> Mira Nair
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the medallion were in which languages
Start Entity:     The Medallion
Gold Answer:      [['Cantonese', 'English', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   The Medallion --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[in_language]--> Cantonese
Path (Raw):       The Medallion --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[in_language]--> Cantonese
Neg LogProb(↓):   0.838405
Path Entropy(↓):  1.059332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of 7 khoon maaf
Start Entity:     7 Khoon Maaf
Gold Answer:      [['Vishal Bhardwaj']]
Predicted Ans:    Vishal Bhardwaj
Predicted Path:   7 Khoon Maaf --[written_by]--> Vishal Bhardwaj --[(INV) written_by]--> Haider --[directed_by]--> Vishal Bhardwaj
Path (Raw):       7 Khoon Maaf --[written_by]--> Vishal Bhardwaj --[(INV) written_by]--> Haider --[directed_by]--> Vishal Bhardwaj
Neg LogProb(↓):   0.219848
Path Entropy(↓):  0.550246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the new legend of shaolin
Start Entity:     The New Legend of Shaolin
Gold Answer:      [['Once Upon a Time in China III', 'War', 'Kiss of the Dragon', 'Flying Swords of Dragon Gate', 'Unleashed', 'The One', 'The Master', 'The Sorcerer and the White Snake', 'Martial Arts of Shaolin', 'Hero', 'Romeo Must Die', 'The Warlords', 'Once Upon a Time in China and America', 'Once Upon a Time in China II', 'Cradle 2 the Grave', 'The Expendables', 'Black Mask', 'The Expendables 2', 'Once Upon a Time in China', 'Fearless', 'The Forbidden Kingdom', 'Ocean Heaven', 'Fist of Legend']]
Predicted Ans:    The Expendables 2
Predicted Path:   The New Legend of Shaolin --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2
Path (Raw):       The New Legend of Shaolin --[starred_actors]--> Jet Li --[No Operation]--> Jet Li --[(INV) starred_actors]--> The Expendables 2
Neg LogProb(↓):   0.954494
Path Entropy(↓):  1.907869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director nir paniry
Start Entity:     Nir Paniry
Gold Answer:      [['Dominic Bogart', 'Sasha Roiz']]
Predicted Ans:    Sasha Roiz
Predicted Path:   Nir Paniry --[(INV) directed_by]--> Extracted --[starred_actors]--> Sasha Roiz
Path (Raw):       Nir Paniry --[No Operation]--> Nir Paniry --[(INV) directed_by]--> Extracted --[starred_actors]--> Sasha Roiz
Neg LogProb(↓):   0.003511
Path Entropy(↓):  0.023517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film mandingo were in which genres
Start Entity:     Mandingo
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Mandingo --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Path (Raw):       Mandingo --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Neg LogProb(↓):   1.184967
Path Entropy(↓):  1.644857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter casey affleck wrote films together with who
Start Entity:     Casey Affleck
Gold Answer:      [['Gus Van Sant', 'Joaquin Phoenix', 'Matt Damon']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Casey Affleck --[(INV) written_by]--> I'm Still Here --[written_by]--> Joaquin Phoenix
Path (Raw):       Casey Affleck --[No Operation]--> Casey Affleck --[(INV) written_by]--> I'm Still Here --[written_by]--> Joaquin Phoenix
Neg LogProb(↓):   0.441562
Path Entropy(↓):  0.680754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of fingers
Start Entity:     Fingers
Gold Answer:      [['Harvard Man', 'When Will I Be Loved', 'Exposed', 'Seduced and Abandoned', 'The Pick-up Artist', 'Two Girls and a Guy', 'Tyson']]
Predicted Ans:    Harvard Man
Predicted Path:   Fingers --[directed_by]--> James Toback --[(INV) directed_by]--> Harvard Man
Path (Raw):       Fingers --[directed_by]--> James Toback --[(INV) directed_by]--> Harvard Man --[No Operation]--> Harvard Man
Neg LogProb(↓):   0.987611
Path Entropy(↓):  1.509844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed man of steel
Start Entity:     Man of Steel
Gold Answer:      [['Zack Snyder']]
Predicted Ans:    Zack Snyder
Predicted Path:   Man of Steel --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Sucker Punch --[directed_by]--> Zack Snyder
Path (Raw):       Man of Steel --[directed_by]--> Zack Snyder --[(INV) directed_by]--> Sucker Punch --[directed_by]--> Zack Snyder
Neg LogProb(↓):   0.003223
Path Entropy(↓):  0.021679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film belle starr
Start Entity:     Belle Starr
Gold Answer:      [['Michael Mann', 'John Byrum', 'Harry Brown', 'Roy Huggins', 'Luke Short', 'Samson Raphaelson', 'Nunnally Johnson', 'Anya Seton', 'Bill Murray', 'Alan Le May', 'Alfred Hayes', 'Douglas Morrow', 'Elmore Leonard', 'Ben Hecht', 'Erskine Caldwell', 'Hank Searls', 'Josef von Sternberg', 'W.R. Burnett', 'Sloan Nibley', 'Helen Deutsch', 'Sam Hellman', 'Peter Hyams', 'Harry Segall', 'Charles Einstein', 'Jonas Ward', 'MacKinlay Kantor', 'Glendon Swarthout', 'Warren Beatty', 'Allan Scott', "George O'Neil", 'Herbert J. Leder', 'Charles Brackett', 'Walter Reisch', 'Harvey Fergusson', 'Hall Bartlett', 'Ronald Bass', 'Gerald Kersh', 'Dwight Taylor', 'John Colton', 'Rudolph Lothar', 'Hans Adler', 'Oscar Hammerstein II', 'Robert Buckner', 'Frank P. Rosenberg', 'William L. Stuart', 'David Hertz', 'Elizabeth Janeway', 'Tom Reed', 'George Owen', 'Joseph L. Mankiewicz', 'Burt Kennedy', 'Arthur Hailey', 'Zane Grey', 'Henry Ephron', 'Robert Dillon', 'H. Rider Haggard', 'Jo Swerling', 'Samuel Hoffenstein', 'Alice Duer Miller', 'Max Brand', 'James Vance Marshall', 'Victor Trivas', 'Richard H. Landau', 'Caesar Dunn', 'Ben Ames Williams', 'Lillian Hellman', 'Rex Beach', 'Kate Douglas Wiggin', 'Valentine Davies', 'Vera Caspary', 'Robert E. Kent', 'Andrew Solt', 'Guy Endore', 'W. Somerset Maugham', 'Gene Lewis', 'Clarence Upson Young', 'Richard Price', 'Hubert Osborne', 'Casey Robinson', 'Edmund Gilligan', 'James Fenimore Cooper', 'Walter Van Tilburg Clark', 'John Hersey', 'Leo McCarey', 'Jay Dratler', 'Lawrence Hazard', 'Karl Tunberg', 'Don Ettlinger']]
Predicted Ans:    Allan Scott
Predicted Path:   Belle Starr --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Path (Raw):       Belle Starr --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Neg LogProb(↓):   1.262789
Path Entropy(↓):  1.974654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the girl who leapt through time director
Start Entity:     The Girl Who Leapt Through Time
Gold Answer:      [['Mamoru Hosoda', 'Satoko Okudera']]
Predicted Ans:    Satoko Okudera
Predicted Path:   The Girl Who Leapt Through Time --[directed_by]--> Mamoru Hosoda --[(INV) directed_by]--> Summer Wars --[written_by]--> Satoko Okudera
Path (Raw):       The Girl Who Leapt Through Time --[directed_by]--> Mamoru Hosoda --[(INV) directed_by]--> Summer Wars --[written_by]--> Satoko Okudera
Neg LogProb(↓):   0.344214
Path Entropy(↓):  0.853065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by mort nathan starred who
Start Entity:     Mort Nathan
Gold Answer:      [['Roselyn Sanchez', 'Horatio Sanz', 'Vivica A. Fox']]
Predicted Ans:    Vivica A. Fox
Predicted Path:   Mort Nathan --[(INV) directed_by]--> Boat Trip --[starred_actors]--> Vivica A. Fox
Path (Raw):       Mort Nathan --[No Operation]--> Mort Nathan --[(INV) directed_by]--> Boat Trip --[starred_actors]--> Vivica A. Fox
Neg LogProb(↓):   0.002856
Path Entropy(↓):  0.022296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by angel gracia
Start Entity:     Angel Gracia
Gold Answer:      [['Fina Torres', 'Craig Fernandez', 'Luis Alfaro', 'Jane Austen']]
Predicted Ans:    Jane Austen
Predicted Path:   Angel Gracia --[(INV) directed_by]--> From Prada to Nada --[written_by]--> Jane Austen
Path (Raw):       Angel Gracia --[No Operation]--> Angel Gracia --[(INV) directed_by]--> From Prada to Nada --[written_by]--> Jane Austen
Neg LogProb(↓):   0.003938
Path Entropy(↓):  0.029467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the krays
Start Entity:     The Krays
Gold Answer:      [['Peter Barnes', 'Russell Hunter', 'Victor Hugo', 'Jeffrey D. Brown']]
Predicted Ans:    Russell Hunter
Predicted Path:   The Krays --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[written_by]--> Russell Hunter
Path (Raw):       The Krays --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[written_by]--> Russell Hunter
Neg LogProb(↓):   0.049041
Path Entropy(↓):  0.223578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie white hunter black heart released
Start Entity:     White Hunter Black Heart
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   White Hunter Black Heart --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       White Hunter Black Heart --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.272813
Path Entropy(↓):  4.042727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film beginning of the end starred which actors
Start Entity:     Beginning of the End
Gold Answer:      [['Peter Graves', 'Peggie Castle']]
Predicted Ans:    Peter Graves
Predicted Path:   Beginning of the End --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> Beginning of the End --[starred_actors]--> Peter Graves
Path (Raw):       Beginning of the End --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> Beginning of the End --[starred_actors]--> Peter Graves
Neg LogProb(↓):   0.116450
Path Entropy(↓):  0.490175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was baghead released
Start Entity:     Baghead
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Baghead --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Baghead --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.174122
Path Entropy(↓):  4.473313
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed hannah takes the stairs
Start Entity:     Hannah Takes the Stairs
Gold Answer:      [['2008', '2006', '2014', '2012', '2013']]
Predicted Ans:    2012
Predicted Path:   Hannah Takes the Stairs --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> V/H/S --[release_year]--> 2012
Path (Raw):       Hannah Takes the Stairs --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> V/H/S --[release_year]--> 2012
Neg LogProb(↓):   0.713154
Path Entropy(↓):  1.453725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by madhur jaffrey
Start Entity:     Madhur Jaffrey
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Madhur Jaffrey --[(INV) starred_actors]--> The Perfect Murder --[in_language]--> English
Path (Raw):       Madhur Jaffrey --[No Operation]--> Madhur Jaffrey --[(INV) starred_actors]--> The Perfect Murder --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the trigger effect starred who
Start Entity:     The Trigger Effect
Gold Answer:      [['Dania Ramirez', 'Bruce Willis', 'Tom Cruise', 'Harrison Ford', 'Dwight Yoakam', 'Kirsten Dunst', 'Goldie Hawn', 'Sean Penn', 'Willem Dafoe', 'Nicolas Cage', 'Wil Wheaton', 'Forest Whitaker', 'Greg Kinnear', 'John Leguizamo', 'Penelope Ann Miller', 'Rob Lowe', 'Karen Allen', 'Meryl Streep', 'Andrew Divoff', 'James Spader', 'Justin Chatwin', 'Johnny Depp', 'Isabella Rossellini', 'Cate Blanchett', 'Shia LaBeouf', 'Carla Gugino', 'James Franco', 'Dakota Fanning', 'Kristen Stewart', 'Sean Astin', 'Gary Sinise', 'John Turturro', 'Kevin Bacon', 'Al Pacino', 'Jodie Foster', 'Tobey Maguire']]
Predicted Ans:    Dania Ramirez
Predicted Path:   The Trigger Effect --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush --[starred_actors]--> Dania Ramirez
Path (Raw):       The Trigger Effect --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush --[starred_actors]--> Dania Ramirez
Neg LogProb(↓):   0.738343
Path Entropy(↓):  1.440172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of white heat
Start Entity:     White Heat
Gold Answer:      [['Something to Sing About', 'Great Guy', 'A Song Is Born', 'The Public Enemy', 'Tribute to a Bad Man', 'Boy Meets Girl', 'Colorado Territory', 'The Killers', 'Torrid Zone', 'D.O.A.', 'Wonder Man', 'Fantastic Voyage', '1984', 'The Barefoot Contessa', 'Along the Great Divide', 'One, Two, Three', 'The Fighting 69th', 'Starlift', 'City for Conquest', 'Here Comes the Navy', 'Taxi!', 'Love Me or Leave Me', 'The 3rd Voice', 'Run for Cover', "The Girl Can't Help It", 'Captain Horatio Hornblower R.N.', 'Footlight Parade', 'The Oklahoma Kid', 'The Strawberry Blonde', 'The Time of Your Life', '711 Ocean Drive', 'A Cry in the Night', 'Great Day in the Morning', 'Blood on the Sun', 'Smart Money', 'Up Periscope', 'Each Dawn I Die', 'Lady Killer', 'Blonde Crazy', 'The Mayor of Hell', 'Ragtime', 'Westbound', 'The Kid from Brooklyn', 'The West Point Story', 'Captains of the Clouds', 'The Secret Life of Walter Mitty', 'Backfire', 'The Bride Came C.O.D.', 'Always Leave Them Laughing', 'The Gallant Hours', 'Mister Roberts', 'Man of a Thousand Faces', 'The Flame and the Arrow', 'The Girl from Jones Beach', 'Shake Hands with the Devil', 'The Crowd Roars', 'The Princess and the Pirate', 'The Roaring Twenties', 'Angels with Dirty Faces', 'Yankee Doodle Dandy', '13 Rue Madeleine']]
Predicted Ans:    The Secret Life of Walter Mitty
Predicted Path:   White Heat --[starred_actors]--> Virginia Mayo --[(INV) starred_actors]--> The Secret Life of Walter Mitty
Path (Raw):       White Heat --[starred_actors]--> Virginia Mayo --[No Operation]--> Virginia Mayo --[(INV) starred_actors]--> The Secret Life of Walter Mitty
Neg LogProb(↓):   0.788889
Path Entropy(↓):  1.879735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of stefania casini
Start Entity:     Stefania Casini
Gold Answer:      [['Jessica Harper', 'Flavio Bucci']]
Predicted Ans:    Jessica Harper
Predicted Path:   Stefania Casini --[(INV) starred_actors]--> Suspiria --[starred_actors]--> Jessica Harper
Path (Raw):       Stefania Casini --[No Operation]--> Stefania Casini --[(INV) starred_actors]--> Suspiria --[starred_actors]--> Jessica Harper
Neg LogProb(↓):   0.049047
Path Entropy(↓):  0.213365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the notebook
Start Entity:     The Notebook
Gold Answer:      [['1997', '2009', '1996', '2006', '2014', '2002']]
Predicted Ans:    1996
Predicted Path:   The Notebook --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[release_year]--> 1996
Path (Raw):       The Notebook --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[release_year]--> 1996
Neg LogProb(↓):   0.988796
Path Entropy(↓):  1.571036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by daniel barnz
Start Entity:     Daniel Barnz
Gold Answer:      [['Viola Davis', 'Holly Hunter', 'Maggie Gyllenhaal', 'Alex Pettyfer']]
Predicted Ans:    Holly Hunter
Predicted Path:   Daniel Barnz --[(INV) written_by]--> Won't Back Down --[starred_actors]--> Holly Hunter
Path (Raw):       Daniel Barnz --[No Operation]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down --[starred_actors]--> Holly Hunter
Neg LogProb(↓):   0.110688
Path Entropy(↓):  0.336351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by niels mueller were in which genres
Start Entity:     Niels Mueller
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Niels Mueller --[(INV) written_by]--> Tadpole --[has_genre]--> Comedy
Path (Raw):       Niels Mueller --[No Operation]--> Niels Mueller --[(INV) written_by]--> Tadpole --[has_genre]--> Comedy
Neg LogProb(↓):   0.001755
Path Entropy(↓):  0.012878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film eye in the sky starred which actors
Start Entity:     Eye in the Sky
Gold Answer:      [['Kate Tsui', 'Simon Yam']]
Predicted Ans:    Simon Yam
Predicted Path:   Eye in the Sky --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Bullet in the Head --[starred_actors]--> Simon Yam
Path (Raw):       Eye in the Sky --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Bullet in the Head --[starred_actors]--> Simon Yam
Neg LogProb(↓):   0.022272
Path Entropy(↓):  0.142348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by marcus raboy were written by who
Start Entity:     Marcus Raboy
Gold Answer:      [['Ice Cube']]
Predicted Ans:    Ice Cube
Predicted Path:   Marcus Raboy --[(INV) directed_by]--> Friday After Next --[written_by]--> Ice Cube
Path (Raw):       Marcus Raboy --[No Operation]--> Marcus Raboy --[(INV) directed_by]--> Friday After Next --[written_by]--> Ice Cube
Neg LogProb(↓):   0.003555
Path Entropy(↓):  0.023563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of deterrence starred who
Start Entity:     Deterrence
Gold Answer:      [['James Marsden', 'Joan Allen', 'Christian Slater', 'Dustin Hoffman', 'Susan George', 'Gary Oldman', 'Kate Bosworth', 'Jeff Bridges']]
Predicted Ans:    Dustin Hoffman
Predicted Path:   Deterrence --[written_by]--> Rod Lurie --[(INV) written_by]--> Straw Dogs --[starred_actors]--> Dustin Hoffman
Path (Raw):       Deterrence --[written_by]--> Rod Lurie --[(INV) written_by]--> Straw Dogs --[starred_actors]--> Dustin Hoffman
Neg LogProb(↓):   0.534633
Path Entropy(↓):  0.857104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of final destination 5
Start Entity:     Final Destination 5
Gold Answer:      [['Into the Storm']]
Predicted Ans:    Into the Storm
Predicted Path:   Final Destination 5 --[directed_by]--> Steven Quale --[(INV) directed_by]--> Into the Storm
Path (Raw):       Final Destination 5 --[directed_by]--> Steven Quale --[(INV) directed_by]--> Into the Storm --[No Operation]--> Into the Storm
Neg LogProb(↓):   0.308697
Path Entropy(↓):  0.605269
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in storyville
Start Entity:     Storyville
Gold Answer:      [['Walter Hill', 'Leslie Greif', 'Mike Nichols', 'Paul Haggis', 'Damian Harris', 'Jack Sholder', 'Roland Emmerich', 'Frank Borzage', 'Rowdy Herrington', 'Steven Shainberg', 'Francis Ford Coppola', 'Herbert Ross', 'David Cronenberg', 'Ron Krauss', 'Luis Mandoki', 'Sidney Lumet', 'John McNaughton', 'Michael Gottlieb', 'Rod Holcomb', 'Joe Charbanic', 'Philip Haas', 'Nicholas Kazan']]
Predicted Ans:    Frank Borzage
Predicted Path:   Storyville --[starred_actors]--> James Spader --[(INV) starred_actors]--> Mannequin --[directed_by]--> Frank Borzage
Path (Raw):       Storyville --[starred_actors]--> James Spader --[(INV) starred_actors]--> Mannequin --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.696871
Path Entropy(↓):  1.331685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did lillian hellman write the story for
Start Entity:     Lillian Hellman
Gold Answer:      [['The Dark Angel', "The Children's Hour", 'Julia', 'Watch on the Rhine', 'These Three', 'The North Star', 'The Little Foxes', 'Toys in the Attic']]
Predicted Ans:    The North Star
Predicted Path:   Lillian Hellman --[(INV) written_by]--> The North Star --[written_by]--> Lillian Hellman --[(INV) written_by]--> The North Star
Path (Raw):       Lillian Hellman --[(INV) written_by]--> The North Star --[written_by]--> Lillian Hellman --[(INV) written_by]--> The North Star
Neg LogProb(↓):   1.286993
Path Entropy(↓):  2.567063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of copper mountain was
Start Entity:     Copper Mountain
Gold Answer:      [['David Mitchell']]
Predicted Ans:    David Mitchell
Predicted Path:   Copper Mountain --[directed_by]--> David Mitchell --[(INV) directed_by]--> Copper Mountain --[directed_by]--> David Mitchell
Path (Raw):       Copper Mountain --[directed_by]--> David Mitchell --[(INV) directed_by]--> Copper Mountain --[directed_by]--> David Mitchell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the spoilers
Start Entity:     The Spoilers
Gold Answer:      [['Ray Enright']]
Predicted Ans:    Ray Enright
Predicted Path:   The Spoilers --[directed_by]--> Ray Enright --[(INV) directed_by]--> Albuquerque --[directed_by]--> Ray Enright
Path (Raw):       The Spoilers --[directed_by]--> Ray Enright --[(INV) directed_by]--> Albuquerque --[directed_by]--> Ray Enright
Neg LogProb(↓):   0.000102
Path Entropy(↓):  0.001153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of my family
Start Entity:     My Family
Gold Answer:      [['In the Time of the Butterflies', 'Wolfen', 'Talent for the Game', 'The Wonderful Ice Cream Suit', 'Caught', 'Stand and Deliver', 'Zoot Suit', 'Blade Runner', 'Triumph of the Spirit']]
Predicted Ans:    Caught
Predicted Path:   My Family --[starred_actors]--> Edward James Olmos --[(INV) starred_actors]--> Caught
Path (Raw):       My Family --[No Operation]--> My Family --[starred_actors]--> Edward James Olmos --[(INV) starred_actors]--> Caught
Neg LogProb(↓):   0.020493
Path Entropy(↓):  0.119358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie madeleine
Start Entity:     Madeleine
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Madeleine --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Madeleine --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   1.349424
Path Entropy(↓):  2.490637
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the killer shrews director
Start Entity:     The Killer Shrews
Gold Answer:      [['Ray Kellogg']]
Predicted Ans:    Ray Kellogg
Predicted Path:   The Killer Shrews --[directed_by]--> Ray Kellogg --[(INV) directed_by]--> The Giant Gila Monster --[written_by]--> Ray Kellogg
Path (Raw):       The Killer Shrews --[directed_by]--> Ray Kellogg --[(INV) directed_by]--> The Giant Gila Monster --[written_by]--> Ray Kellogg
Neg LogProb(↓):   0.101891
Path Entropy(↓):  0.387805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of your vice is a locked room and only i have the key
Start Entity:     Your Vice Is a Locked Room and Only I Have the Key
Gold Answer:      [['Sergio Martino', 'Ernesto Gastaldi']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key --[written_by]--> Edgar Allan Poe
Path (Raw):       Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino --[(INV) directed_by]--> Your Vice Is a Locked Room and Only I Have the Key --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.820045
Path Entropy(↓):  1.167196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by dolores costello
Start Entity:     Dolores Costello
Gold Answer:      [['Frances Hodgson Burnett', 'Orson Welles', 'Darryl F. Zanuck', 'Booth Tarkington']]
Predicted Ans:    Orson Welles
Predicted Path:   Dolores Costello --[(INV) starred_actors]--> The Magnificent Ambersons --[written_by]--> Orson Welles
Path (Raw):       Dolores Costello --[No Operation]--> Dolores Costello --[(INV) starred_actors]--> The Magnificent Ambersons --[written_by]--> Orson Welles
Neg LogProb(↓):   0.158558
Path Entropy(↓):  0.532394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was steven seagal the writer of
Start Entity:     Steven Seagal
Gold Answer:      [['Shadow Man', 'Above the Law', 'Attack Force', 'Into the Sun', 'Born to Raise Hell', 'Kill Switch', 'Flight of Fury']]
Predicted Ans:    Into the Sun
Predicted Path:   Steven Seagal --[(INV) written_by]--> Into the Sun --[written_by]--> Steven Seagal --[(INV) written_by]--> Into the Sun
Path (Raw):       Steven Seagal --[(INV) written_by]--> Into the Sun --[written_by]--> Steven Seagal --[(INV) written_by]--> Into the Sun
Neg LogProb(↓):   0.938553
Path Entropy(↓):  2.513095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the magic of ordinary days
Start Entity:     The Magic of Ordinary Days
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   The Magic of Ordinary Days --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       The Magic of Ordinary Days --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   3.003803
Path Entropy(↓):  4.425531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did raymond singer write
Start Entity:     Raymond Singer
Gold Answer:      [['Mulan']]
Predicted Ans:    Mulan
Predicted Path:   Raymond Singer --[(INV) written_by]--> Mulan --[written_by]--> Rita Hsiao --[(INV) written_by]--> Mulan
Path (Raw):       Raymond Singer --[(INV) written_by]--> Mulan --[written_by]--> Rita Hsiao --[(INV) written_by]--> Mulan
Neg LogProb(↓):   0.383149
Path Entropy(↓):  0.673668
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by robin maugham
Start Entity:     Robin Maugham
Gold Answer:      [['Joseph Losey']]
Predicted Ans:    Joseph Losey
Predicted Path:   Robin Maugham --[(INV) written_by]--> The Servant --[directed_by]--> Joseph Losey
Path (Raw):       Robin Maugham --[No Operation]--> Robin Maugham --[(INV) written_by]--> The Servant --[directed_by]--> Joseph Losey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the bridges at toko - ri also starred in which films
Start Entity:     The Bridges at Toko-Ri
Gold Answer:      [['Sabrina', 'The Towering Inferno', 'Alvarez Kelly', 'There Goes My Heart', 'One Foot in Heaven', 'A Star Is Born', 'Paris When It Sizzles', 'The Man in the Gray Flannel Suit', 'Picnic', "Pete's Dragon", 'The Road to Glory', 'The Fox and the Hound', 'Mogambo', 'The 7th Dawn', 'Strike Up the Band', 'Requiem for a Heavyweight', 'The Moon Is Blue', 'Babes on Broadway', 'Love Is a Many-Splendored Thing', 'The Care Bears Movie', 'Toward the Unknown', 'Dial M for Murder', 'Andy Hardy Meets Debutante', 'Texas', 'Honor Among Lovers', 'The Swan', 'The Sign of the Cross', 'Nothing Sacred', 'Night at the Museum', 'The Barretts of Wimpole Street', 'The Horse Soldiers', 'Breezy', 'To Catch a Thief', 'Wild Rovers', 'S.O.B.', 'The Country Girl', 'Golden Boy', 'The Best Years of Our Lives', 'The World of Suzie Wong', 'Love Finds Andy Hardy', 'Rear Window', 'The Adventures of Huckleberry Finn', "Smilin' Through", 'The Dark Angel', 'The Black Stallion', 'Les Misérables', 'The Iceman Cometh', 'The Counterfeit Traitor', 'Hombre', 'High Society', 'We Live Again', 'Union Station', 'Green Fire', 'Network', 'Dr. Jekyll and Mr. Hyde', 'The Eagle and the Hawk', 'Anthony Adverse', 'I Married a Witch', 'The Bridge on the River Kwai', 'Slave Ship', 'Design for Living', 'The Adventures of Mark Twain', 'Boys Town', 'Satan Never Sleeps', 'Invisible Stripes', 'The Key', 'Anna Karenina', 'Born Yesterday', 'The Wild Bunch', 'The Desperate Hours', 'National Velvet', 'Babes in Arms', "That's Entertainment, Part II", 'Weary River', 'The Human Comedy', "Thoroughbreds Don't Cry", 'The Buccaneer', 'Escape from Fort Bravo', 'The Earthling', 'Summer Holiday', 'Death Takes a Holiday', "Andy Hardy's Blonde Trouble", 'Seven Days in May', 'Inherit the Wind', 'Executive Suite', 'Girl Crazy', 'Arizona', 'Stalag 17', 'Young Tom Edison', 'Our Town']]
Predicted Ans:    The Wild Bunch
Predicted Path:   The Bridges at Toko-Ri --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Path (Raw):       The Bridges at Toko-Ri --[starred_actors]--> William Holden --[No Operation]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Neg LogProb(↓):   0.960353
Path Entropy(↓):  1.868691
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by mark polish fall under
Start Entity:     Mark Polish
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mark Polish --[(INV) starred_actors]--> Stay Cool --[has_genre]--> Comedy
Path (Raw):       Mark Polish --[No Operation]--> Mark Polish --[(INV) starred_actors]--> Stay Cool --[has_genre]--> Comedy
Neg LogProb(↓):   0.013084
Path Entropy(↓):  0.069383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about william keighley
Start Entity:     william keighley
Gold Answer:      [['The Bride Came C.O.D.', 'The Man Who Came to Dinner', 'The Match King', 'The Adventures of Robin Hood', 'George Washington Slept Here']]
Predicted Ans:    George Washington Slept Here
Predicted Path:   william keighley --[(INV) has_tags]--> The Man Who Came to Dinner --[has_tags]--> william keighley --[(INV) has_tags]--> George Washington Slept Here
Path (Raw):       william keighley --[(INV) has_tags]--> The Man Who Came to Dinner --[has_tags]--> william keighley --[(INV) has_tags]--> George Washington Slept Here
Neg LogProb(↓):   0.928879
Path Entropy(↓):  1.381990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie all the boys love mandy lane
Start Entity:     All the Boys Love Mandy Lane
Gold Answer:      [['Whitney Able', 'Anson Mount', 'Michael Welch', 'Amber Heard']]
Predicted Ans:    Claire Trevor
Predicted Path:   All the Boys Love Mandy Lane --[starred_actors]--> Anson Mount --[(INV) starred_actors]--> Crossroads --[starred_actors]--> Claire Trevor
Path (Raw):       All the Boys Love Mandy Lane --[starred_actors]--> Anson Mount --[(INV) starred_actors]--> Crossroads --[starred_actors]--> Claire Trevor
Neg LogProb(↓):   0.516501
Path Entropy(↓):  1.490086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer martin berkeley
Start Entity:     Martin Berkeley
Gold Answer:      [['John Agar', 'Leo G. Carroll', 'Mara Corday', 'Craig Stevens', 'William Hopper', 'Alix Talton']]
Predicted Ans:    Leo G. Carroll
Predicted Path:   Martin Berkeley --[(INV) written_by]--> Tarantula --[starred_actors]--> Leo G. Carroll
Path (Raw):       Martin Berkeley --[No Operation]--> Martin Berkeley --[(INV) written_by]--> Tarantula --[starred_actors]--> Leo G. Carroll
Neg LogProb(↓):   0.125595
Path Entropy(↓):  0.366019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the dust of time director
Start Entity:     The Dust of Time
Gold Answer:      [['Theodoros Angelopoulos']]
Predicted Ans:    Theodoros Angelopoulos
Predicted Path:   The Dust of Time --[directed_by]--> Theodoros Angelopoulos --[(INV) directed_by]--> The Dust of Time --[written_by]--> Theodoros Angelopoulos
Path (Raw):       The Dust of Time --[directed_by]--> Theodoros Angelopoulos --[(INV) directed_by]--> The Dust of Time --[written_by]--> Theodoros Angelopoulos
Neg LogProb(↓):   0.027796
Path Entropy(↓):  0.135308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of georgia rule
Start Entity:     Georgia Rule
Gold Answer:      [['John Corbett', 'Julie Andrews', 'Dana Delany', 'Juliette Lewis', "Rosie O'Donnell", 'Heather Matarazzo', 'Elvis Presley', 'Michael McKean', 'Ralph Bellamy', 'Giovanni Ribisi', 'Tom Skerritt', 'Spalding Gray', 'Diane Keaton', 'Goldie Hawn', 'Kurt Russell', 'Michelle Pfeiffer', 'Greg Kinnear', 'Jackie Gleason', 'Richard Gere', 'Paul Mercurio', 'Laurie Metcalf', 'Donna Douglas', 'Barbara Hershey', 'Julia Roberts', 'Sean Young', 'Bette Midler', 'Dan Aykroyd', 'Nathan Lane', 'Hector Elizondo', 'Matt Dillon', 'Hayden Panettiere', 'Tom Hanks', 'Jason Alexander', 'Joan Cusack', 'Al Pacino', 'Kate Hudson', 'Anne Hathaway', 'John Heard']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Georgia Rule --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Path (Raw):       Georgia Rule --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.361154
Path Entropy(↓):  1.121592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in noel
Start Entity:     Noel
Gold Answer:      [['French', 'Dutch', 'English', 'Italian', 'German', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Noel --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City --[in_language]--> French
Path (Raw):       Noel --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City --[in_language]--> French
Neg LogProb(↓):   0.926239
Path Entropy(↓):  1.297316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the little girl who lives down the lane
Start Entity:     The Little Girl Who Lives Down the Lane
Gold Answer:      [['Nicolas Gessner']]
Predicted Ans:    Nicolas Gessner
Predicted Path:   The Little Girl Who Lives Down the Lane --[directed_by]--> Nicolas Gessner --[(INV) directed_by]--> The Little Girl Who Lives Down the Lane --[directed_by]--> Nicolas Gessner
Path (Raw):       The Little Girl Who Lives Down the Lane --[directed_by]--> Nicolas Gessner --[(INV) directed_by]--> The Little Girl Who Lives Down the Lane --[directed_by]--> Nicolas Gessner
Neg LogProb(↓):   0.000231
Path Entropy(↓):  0.002165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie futureworld are written by who
Start Entity:     Futureworld
Gold Answer:      [['Michael Almereyda', 'Nikolai Gogol', 'Guy Bolton', 'Jeanie Macpherson', 'Marcelle Maurette', 'Daniel Chuba', 'C. Gardner Sullivan', 'Dennis Hopper', 'Lyle Saxon', 'Harold Lamb', 'Michael Crichton', 'Jack Nicholson', 'David C. Wilson', 'Pat Conroy', 'Robert Towne', 'Ernest Lehman', 'Bill L. Norton', 'Peter Fonda', 'Neil Simon', 'Alan Sharp', 'William Douglas Lansford', 'Terry Southern', 'Edwin Justus Mayer', 'William Malone', 'Rob Thompson', 'Robert Rossen', 'Margaret Landon', 'Greg Glienna', 'Sarah Koskoff', 'Richard Wilson', 'Mary Ruth Clarke', 'Jim Herzfeld', 'John Hamburg', 'Mark Steven Johnson', 'John Haase', 'Lawrence B. Marcus', 'Fyodor Dostoevsky', "Louis L'Amour", 'Oscar Hammerstein II', 'Richard Brooks', 'Howard Korder', 'Sam Peckinpah', 'Julius J. Epstein', 'Philip G. Epstein', 'Lewis John Carlino', 'Larry Cohen', 'Barbara Branden', 'Mary Gallagher']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Futureworld --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I --[written_by]--> Ernest Lehman
Path (Raw):       Futureworld --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I --[written_by]--> Ernest Lehman
Neg LogProb(↓):   0.353416
Path Entropy(↓):  1.120904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film mickey one were in which languages
Start Entity:     Mickey One
Gold Answer:      [['Russian', 'German']]
Predicted Ans:    Russian
Predicted Path:   Mickey One --[starred_actors]--> Warren Beatty --[(INV) starred_actors]--> Reds --[in_language]--> Russian
Path (Raw):       Mickey One --[starred_actors]--> Warren Beatty --[(INV) starred_actors]--> Reds --[in_language]--> Russian
Neg LogProb(↓):   0.004348
Path Entropy(↓):  0.032072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of mystery road was who
Start Entity:     Mystery Road
Gold Answer:      [['Ivan Sen']]
Predicted Ans:    Ivan Sen
Predicted Path:   Mystery Road --[directed_by]--> Ivan Sen --[(INV) directed_by]--> Mystery Road --[directed_by]--> Ivan Sen
Path (Raw):       Mystery Road --[directed_by]--> Ivan Sen --[(INV) directed_by]--> Mystery Road --[directed_by]--> Ivan Sen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of wing and a prayer
Start Entity:     Wing and a Prayer
Gold Answer:      [['1946', '1936', '1935', '1941', '1968', '1939', '1957', '1951', '2010', '1953', '1947', '1956', '1995', '1948', '1971', '1940', '1962', '1934', '1949', '1966', '1960', '1965', '1945', '1969']]
Predicted Ans:    1941
Predicted Path:   Wing and a Prayer --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Shepherd of the Hills --[release_year]--> 1941
Path (Raw):       Wing and a Prayer --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Shepherd of the Hills --[release_year]--> 1941
Neg LogProb(↓):   1.839909
Path Entropy(↓):  2.826539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie a madea christmas
Start Entity:     A Madea Christmas
Gold Answer:      [['2009', '2008', '2005', '2010', '2006', '2014', '2012', '2011', '2007']]
Predicted Ans:    2009
Predicted Path:   A Madea Christmas --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[release_year]--> 2009
Path (Raw):       A Madea Christmas --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[release_year]--> 2009
Neg LogProb(↓):   1.088122
Path Entropy(↓):  2.014614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by jean redon release
Start Entity:     Jean Redon
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Jean Redon --[(INV) written_by]--> Eyes Without a Face --[release_year]--> 1960
Path (Raw):       Jean Redon --[No Operation]--> Jean Redon --[(INV) written_by]--> Eyes Without a Face --[release_year]--> 1960
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in death and cremation
Start Entity:     Death and Cremation
Gold Answer:      [['Sport', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Horror
Predicted Path:   Death and Cremation --[starred_actors]--> Brad Dourif --[(INV) starred_actors]--> Child's Play --[has_genre]--> Horror
Path (Raw):       Death and Cremation --[starred_actors]--> Brad Dourif --[(INV) starred_actors]--> Child's Play --[has_genre]--> Horror
Neg LogProb(↓):   0.167282
Path Entropy(↓):  0.597862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie shadows in paradise were in which genres
Start Entity:     Shadows in Paradise
Gold Answer:      [['Music', 'Sport', 'Short', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Shadows in Paradise --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Lights in the Dusk --[has_genre]--> Drama
Path (Raw):       Shadows in Paradise --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Lights in the Dusk --[has_genre]--> Drama
Neg LogProb(↓):   0.384111
Path Entropy(↓):  0.935486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in white men can't jump
Start Entity:     White Men Can't Jump
Gold Answer:      [['French', 'Cantonese', 'English', 'Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   White Men Can't Jump --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       White Men Can't Jump --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.117275
Path Entropy(↓):  0.441920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by joshua pelegrin
Start Entity:     Joshua Pelegrin
Gold Answer:      [['Pablo Proenza']]
Predicted Ans:    Pablo Proenza
Predicted Path:   Joshua Pelegrin --[(INV) starred_actors]--> Dark Mirror --[written_by]--> Pablo Proenza
Path (Raw):       Joshua Pelegrin --[No Operation]--> Joshua Pelegrin --[(INV) starred_actors]--> Dark Mirror --[written_by]--> Pablo Proenza
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by joey fatone
Start Entity:     Joey Fatone
Gold Answer:      [['Eric Aronson']]
Predicted Ans:    Eric Aronson
Predicted Path:   Joey Fatone --[(INV) starred_actors]--> On the Line --[written_by]--> Eric Aronson
Path (Raw):       Joey Fatone --[No Operation]--> Joey Fatone --[(INV) starred_actors]--> On the Line --[written_by]--> Eric Aronson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of resurrection man
Start Entity:     Resurrection Man
Gold Answer:      [['My Little Eye', 'Hunky Dory', 'Trauma', 'Snow Cake']]
Predicted Ans:    Trauma
Predicted Path:   Resurrection Man --[directed_by]--> Marc Evans --[(INV) directed_by]--> Trauma
Path (Raw):       Resurrection Man --[No Operation]--> Resurrection Man --[directed_by]--> Marc Evans --[(INV) directed_by]--> Trauma
Neg LogProb(↓):   0.381498
Path Entropy(↓):  0.914108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jimmy fallon
Start Entity:     Jimmy Fallon
Gold Answer:      [['Nick Hornby', 'Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   Jimmy Fallon --[(INV) starred_actors]--> Taxi --[written_by]--> Luc Besson
Path (Raw):       Jimmy Fallon --[No Operation]--> Jimmy Fallon --[(INV) starred_actors]--> Taxi --[written_by]--> Luc Besson
Neg LogProb(↓):   0.000143
Path Entropy(↓):  0.001406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed deewaar
Start Entity:     Deewaar
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Deewaar --[directed_by]--> Yash Chopra --[(INV) directed_by]--> Deewaar --[has_genre]--> Drama
Path (Raw):       Deewaar --[directed_by]--> Yash Chopra --[(INV) directed_by]--> Deewaar --[has_genre]--> Drama
Neg LogProb(↓):   0.102263
Path Entropy(↓):  0.438130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did george miller direct
Start Entity:     George Miller
Gold Answer:      [['Mad Max Beyond Thunderdome', 'Mad Max', 'The Witches of Eastwick', 'Happy Feet Two', "Lorenzo's Oil", 'Happy Feet']]
Predicted Ans:    Mad Max
Predicted Path:   George Miller --[(INV) directed_by]--> Mad Max --[directed_by]--> George Miller --[(INV) directed_by]--> Mad Max
Path (Raw):       George Miller --[(INV) directed_by]--> Mad Max --[directed_by]--> George Miller --[(INV) directed_by]--> Mad Max
Neg LogProb(↓):   0.726340
Path Entropy(↓):  1.682786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of in darkness
Start Entity:     In Darkness
Gold Answer:      [['Marco Hofschneider', "Margaret O'Brien", 'David Thewlis', 'Leonardo DiCaprio', 'Ed Harris', 'Christopher Lambert', 'Solomon Perel']]
Predicted Ans:    Marco Hofschneider
Predicted Path:   In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Path (Raw):       In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Neg LogProb(↓):   0.006348
Path Entropy(↓):  0.047948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie taxi
Start Entity:     Taxi
Gold Answer:      [['Gérard Krawczyk', 'Wayne Wang', 'Adam Shankman', 'Rachid Bouchareb', 'Adam Ravetch', 'Sarah Robertson', 'Bille Woodruff', 'F. Gary Gray', 'Henry Cass', 'Todd Graff', 'Richard LaGravenese']]
Predicted Ans:    F. Gary Gray
Predicted Path:   Taxi --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Set It Off --[directed_by]--> F. Gary Gray
Path (Raw):       Taxi --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Set It Off --[directed_by]--> F. Gary Gray
Neg LogProb(↓):   0.483086
Path Entropy(↓):  1.243624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of bavo defurne
Start Entity:     Bavo Defurne
Gold Answer:      [['Yves Verbraeken']]
Predicted Ans:    Yves Verbraeken
Predicted Path:   Bavo Defurne --[(INV) written_by]--> North Sea Texas --[written_by]--> Yves Verbraeken
Path (Raw):       Bavo Defurne --[No Operation]--> Bavo Defurne --[(INV) written_by]--> North Sea Texas --[written_by]--> Yves Verbraeken
Neg LogProb(↓):   0.000303
Path Entropy(↓):  0.002971
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie full moon in blue water
Start Entity:     Full Moon in Blue Water
Gold Answer:      [['Murray Schisgal', 'Chris Gerolmo', 'Elaine May', 'Peter Hyams', 'Stephenie Meyer', 'Larry Gelbart', 'Mario Puzo', 'Jerry Siegel', 'David S. Ward', 'Leslie Newman', 'Avery Corman', 'Joe Shuster', 'Jonathan Raymond', 'Paul Jarrico', 'Nel King', 'Bob Clark', 'Robert Dillon', 'David Webb Peoples', 'Angelo Pizzo', 'Wes Anderson', 'Robin Moore', 'David Newman', 'Ivan Cotroneo', 'David Mamet', 'James Salter', 'Richard Christian Matheson', 'Walter Farley', 'Kelly Reichardt', 'Joe Gayton', 'Nancy Dowd', 'Jay Cronley', 'Jean Poiret', 'Nicholas Meyer', 'Lawrence Kasdan', 'Simon Moore', 'Owen Wilson', 'David Baldacci', 'David Marconi', 'Jeanne Rosenberg', 'Paul Gallico', 'Richard Matheson', 'Melissa Mathison', 'Francis Ford Coppola', 'John Grisham', 'William D. Wittliff', 'Ernest Tidyman', 'Robert Benton', 'Richard Russo', 'James Drought', 'Kenneth Fearing', 'Steven Spielberg', 'Francis Veber', 'Dan Gordon', 'William Goldman', "Louis L'Amour", 'John Wainwright', 'Melissa Rosenberg', 'Elmore Leonard', 'Richard Brooks', 'Dick Richards', 'Robert Anderson', 'John Hughes', 'Shinji Aoyama', 'Joseph L. Mankiewicz']]
Predicted Ans:    John Grisham
Predicted Path:   Full Moon in Blue Water --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Chamber --[written_by]--> John Grisham
Path (Raw):       Full Moon in Blue Water --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Chamber --[written_by]--> John Grisham
Neg LogProb(↓):   1.835996
Path Entropy(↓):  2.555067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by amy irving in
Start Entity:     Amy Irving
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Amy Irving --[(INV) starred_actors]--> The Competition --[has_genre]--> Drama
Path (Raw):       Amy Irving --[No Operation]--> Amy Irving --[(INV) starred_actors]--> The Competition --[has_genre]--> Drama
Neg LogProb(↓):   0.001583
Path Entropy(↓):  0.012265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the homecoming director release
Start Entity:     Homecoming
Gold Answer:      [['1998', '1997']]
Predicted Ans:    1998
Predicted Path:   Homecoming --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Desert Blue --[release_year]--> 1998
Path (Raw):       Homecoming --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Desert Blue --[release_year]--> 1998
Neg LogProb(↓):   0.718564
Path Entropy(↓):  1.048045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of michael rymer written films
Start Entity:     Michael Rymer
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Michael Rymer --[(INV) written_by]--> Angel Baby --[release_year]--> 1995
Path (Raw):       Michael Rymer --[No Operation]--> Michael Rymer --[(INV) written_by]--> Angel Baby --[release_year]--> 1995
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the big flame director release
Start Entity:     The Big Flame
Gold Answer:      [['1993', '2006', '1967', '2007', '1998', '2009', '2010', '2014', '1995', '1971', '2001', '1990', '1996', '2002', '2000', '1966', '2005', '1991', '1969']]
Predicted Ans:    1990
Predicted Path:   The Big Flame --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Path (Raw):       The Big Flame --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Neg LogProb(↓):   1.450325
Path Entropy(↓):  2.720789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote a prophet
Start Entity:     A Prophet
Gold Answer:      [['Jacques Audiard', 'Thomas Bidegain', 'Abdel Raouf Dafri', 'Nicolas Peufaillit']]
Predicted Ans:    Jacques Audiard
Predicted Path:   A Prophet --[written_by]--> Nicolas Peufaillit --[(INV) written_by]--> A Prophet --[written_by]--> Jacques Audiard
Path (Raw):       A Prophet --[written_by]--> Nicolas Peufaillit --[(INV) written_by]--> A Prophet --[written_by]--> Jacques Audiard
Neg LogProb(↓):   0.700088
Path Entropy(↓):  1.612224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of callan
Start Entity:     Callan
Gold Answer:      [['Wes Bentley', 'Douglas Wilmer', 'Robert Powell', 'C. Aubrey Smith', 'Beau Bridges', 'Ralph Richardson', 'Jane Seymour', 'Simon Ward', 'Christopher Lee', 'June Duprez', 'John Clements']]
Predicted Ans:    Christopher Lee
Predicted Path:   Callan --[directed_by]--> Don Sharp --[(INV) directed_by]--> The Brides of Fu Manchu --[starred_actors]--> Christopher Lee
Path (Raw):       Callan --[directed_by]--> Don Sharp --[(INV) directed_by]--> The Brides of Fu Manchu --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.673681
Path Entropy(↓):  1.281122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by fabio testi
Start Entity:     Fabio Testi
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Fabio Testi --[(INV) starred_actors]--> China 9, Liberty 37 --[release_year]--> 1978
Path (Raw):       Fabio Testi --[No Operation]--> Fabio Testi --[(INV) starred_actors]--> China 9, Liberty 37 --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of 2001 maniacs
Start Entity:     2001 Maniacs
Gold Answer:      [['Where Angels Fear to Tread', 'Chillerama']]
Predicted Ans:    Chillerama
Predicted Path:   2001 Maniacs --[written_by]--> Tim Sullivan --[(INV) written_by]--> Chillerama
Path (Raw):       2001 Maniacs --[written_by]--> Tim Sullivan --[(INV) written_by]--> Chillerama --[No Operation]--> Chillerama
Neg LogProb(↓):   0.304219
Path Entropy(↓):  0.614101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie ferris bueller's day off
Start Entity:     Ferris Bueller's Day Off
Gold Answer:      [['Linda Woolverton', 'Tom Perrotta', 'Ted Wilde', 'John Grey', 'Kate DiCamillo', 'Tim Whelan', 'Alexander Payne', 'Neil Simon', 'Peter Tolan', 'Roland Emmerich', 'Steve Gerber', 'Sam Taylor', 'Irene Mecchi', 'Meredith Willson', 'Tom Cairns', 'Joshua Goldin', 'Willard Huyck', 'Gloria Katz', 'Richard Feynman', 'Ira Levin', 'Ralph Leighton', 'Patricia Broderick', 'Alan Parker', 'Terry Rossio', 'Ted Elliott', 'Mark Verheiden', 'Mike Richardson', 'Jeff Nathanson', 'Daniel Goldin', 'Kenneth Lonergan', 'Harvey Fierstein', 'T. Coraghessan Boyle', 'Andrew Bergman', 'Kevin Jarre', 'Peter Burchard', 'Lincoln Kirstein', 'George Scribner', 'Robert Gould Shaw', 'Wallace Shawn', 'Jonathan Roberts', 'William Goldman', 'Max Borenstein', 'Sally Robinson', 'Franklin Lacey', 'Jim Taylor', 'Dean Devlin', 'Paul Rudnick', 'Vincent Patrick', 'Mel Brooks', 'Lawrence Lasker', 'Walter F. Parkes']]
Predicted Ans:    Ralph Leighton
Predicted Path:   Ferris Bueller's Day Off --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Infinity --[written_by]--> Ralph Leighton
Path (Raw):       Ferris Bueller's Day Off --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Infinity --[written_by]--> Ralph Leighton
Neg LogProb(↓):   1.070493
Path Entropy(↓):  2.048751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the hidden fortress starred who
Start Entity:     The Hidden Fortress
Gold Answer:      [['Bruce Dern', 'Tatsuya Nakadai', 'Christopher Walken', 'Takashi Shimura', 'Bruce Willis', 'Masayuki Mori', 'Jon Voight', 'Eric Roberts', 'Rebecca De Mornay']]
Predicted Ans:    Tatsuya Nakadai
Predicted Path:   The Hidden Fortress --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Path (Raw):       The Hidden Fortress --[written_by]--> Akira Kurosawa --[(INV) written_by]--> High and Low --[starred_actors]--> Tatsuya Nakadai
Neg LogProb(↓):   0.697501
Path Entropy(↓):  0.873211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with catherine drinker bowen
Start Entity:     Catherine Drinker Bowen
Gold Answer:      [['Barbara von Meck', 'Melvyn Bragg']]
Predicted Ans:    Melvyn Bragg
Predicted Path:   Catherine Drinker Bowen --[(INV) written_by]--> The Music Lovers --[written_by]--> Melvyn Bragg
Path (Raw):       Catherine Drinker Bowen --[No Operation]--> Catherine Drinker Bowen --[(INV) written_by]--> The Music Lovers --[written_by]--> Melvyn Bragg
Neg LogProb(↓):   0.000367
Path Entropy(↓):  0.003420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by kristy swanson
Start Entity:     Kristy Swanson
Gold Answer:      [['Jeffrey Bloom', 'Ate de Jong', 'Arthur Penn', 'Dallas Jenkins', 'Christoforos Papakaliatis', 'Simon Wincer', 'John Singleton', 'Tom Schulman']]
Predicted Ans:    Dallas Jenkins
Predicted Path:   Kristy Swanson --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Path (Raw):       Kristy Swanson --[No Operation]--> Kristy Swanson --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Neg LogProb(↓):   0.036560
Path Entropy(↓):  0.157616
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by una stubbs fall under
Start Entity:     Una Stubbs
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Una Stubbs --[(INV) starred_actors]--> Summer Holiday --[has_genre]--> Musical
Path (Raw):       Una Stubbs --[No Operation]--> Una Stubbs --[(INV) starred_actors]--> Summer Holiday --[has_genre]--> Musical
Neg LogProb(↓):   0.693150
Path Entropy(↓):  0.693191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by kan shimozawa fall under
Start Entity:     Kan Shimozawa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kan Shimozawa --[(INV) written_by]--> Zatoichi Meets Yojimbo --[has_genre]--> Drama
Path (Raw):       Kan Shimozawa --[No Operation]--> Kan Shimozawa --[(INV) written_by]--> Zatoichi Meets Yojimbo --[has_genre]--> Drama
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film this film is not yet rated
Start Entity:     This Film Is Not Yet Rated
Gold Answer:      [['Kirby Dick', 'Eddie Schmidt']]
Predicted Ans:    Kirby Dick
Predicted Path:   This Film Is Not Yet Rated --[written_by]--> Kirby Dick --[(INV) written_by]--> Guy --[written_by]--> Kirby Dick
Path (Raw):       This Film Is Not Yet Rated --[written_by]--> Kirby Dick --[(INV) written_by]--> Guy --[written_by]--> Kirby Dick
Neg LogProb(↓):   0.744591
Path Entropy(↓):  1.557370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter cynthia cidre wrote films together with who
Start Entity:     Cynthia Cidre
Gold Answer:      [['Frank Pierson', 'Oscar Hijuelos', 'Bobbie Ann Mason']]
Predicted Ans:    Cynthia Cidre
Predicted Path:   Cynthia Cidre --[(INV) written_by]--> In Country --[written_by]--> Cynthia Cidre
Path (Raw):       Cynthia Cidre --[No Operation]--> Cynthia Cidre --[(INV) written_by]--> In Country --[written_by]--> Cynthia Cidre
Neg LogProb(↓):   0.220583
Path Entropy(↓):  0.649395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films directed by peter sykes
Start Entity:     Peter Sykes
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Peter Sykes --[(INV) directed_by]--> To the Devil a Daughter --[has_genre]--> Horror
Path (Raw):       Peter Sykes --[No Operation]--> Peter Sykes --[(INV) directed_by]--> To the Devil a Daughter --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the man from monterey
Start Entity:     The Man from Monterey
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Man from Monterey --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Operation Pacific --[has_genre]--> War
Path (Raw):       The Man from Monterey --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Operation Pacific --[has_genre]--> War
Neg LogProb(↓):   1.455038
Path Entropy(↓):  2.940948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by laurence coriat released
Start Entity:     Laurence Coriat
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Laurence Coriat --[(INV) written_by]--> Hunky Dory --[release_year]--> 2011
Path (Raw):       Laurence Coriat --[No Operation]--> Laurence Coriat --[(INV) written_by]--> Hunky Dory --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of swing vote
Start Entity:     Swing Vote
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Swing Vote --[written_by]--> Joshua Michael Stern --[(INV) written_by]--> Neverwas --[in_language]--> English
Path (Raw):       Swing Vote --[written_by]--> Joshua Michael Stern --[(INV) written_by]--> Neverwas --[in_language]--> English
Neg LogProb(↓):   0.000653
Path Entropy(↓):  0.005441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by it happened one night actors
Start Entity:     It Happened One Night
Gold Answer:      [['Japanese', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   It Happened One Night --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       It Happened One Night --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.489173
Path Entropy(↓):  1.047928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by hiroshi teshigahara
Start Entity:     Hiroshi Teshigahara
Gold Answer:      [['Jane Wyatt', 'Lizabeth Scott', 'Raymond Burr', 'Dick Powell']]
Predicted Ans:    Dick Powell
Predicted Path:   Hiroshi Teshigahara --[(INV) directed_by]--> Pitfall --[starred_actors]--> Dick Powell
Path (Raw):       Hiroshi Teshigahara --[No Operation]--> Hiroshi Teshigahara --[(INV) directed_by]--> Pitfall --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.073978
Path Entropy(↓):  0.264986
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the nurse betty director
Start Entity:     Nurse Betty
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Nurse Betty --[directed_by]--> Neil LaBute --[(INV) directed_by]--> Possession --[has_genre]--> Drama
Path (Raw):       Nurse Betty --[directed_by]--> Neil LaBute --[(INV) directed_by]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.064877
Path Entropy(↓):  0.275074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was frankenstein conquers the world released
Start Entity:     Frankenstein Conquers the World
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Frankenstein Conquers the World --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       Frankenstein Conquers the World --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   1.579239
Path Entropy(↓):  2.840013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the moms'night out director release
Start Entity:     Moms' Night Out
Gold Answer:      [['2011']]
Predicted Ans:    2014
Predicted Path:   Moms' Night Out --[directed_by]--> Jon Erwin --[(INV) directed_by]--> Moms' Night Out --[release_year]--> 2014
Path (Raw):       Moms' Night Out --[directed_by]--> Jon Erwin --[(INV) directed_by]--> Moms' Night Out --[release_year]--> 2014
Neg LogProb(↓):   0.121434
Path Entropy(↓):  0.362817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film flamingo road
Start Entity:     Flamingo Road
Gold Answer:      [['Abem Finkel', 'Carl Erickson', 'Rowland Leigh', 'Seton I. Miller', 'Alfred Lord Tennyson', 'Michael A. Musmanno', 'Michael Jacoby', 'Jan de Hartog', 'Harry R. Irving', 'Philip Dunne', 'Paul Wellman', 'Casey Robinson', 'Ernest Hemingway', 'John Wexley', 'Jack London', 'Joseph E. Davies', 'Warren Duff', 'Darryl F. Zanuck', 'Rafael Sabatini', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Claude Binyon', 'Allen C. Miller', 'William Bowers', 'Roy Chanslor', 'Ranald MacDougall', 'Maxwell Anderson', 'Norman Reilly Raine', 'Mark Twain', 'Lenore J. Coffee', 'Leo Townsend', 'Robert Rossen', 'Lillie Hayward', 'Paul Green', 'Lewis E. Lawes', 'Harry Harrison Kroll', 'Preston A. Whitmore II', 'Harold Robbins', 'Charlotte Armstrong', 'Richard Macaulay', 'Arthur T. Horman', 'Roland Gillett', 'Jack Moffitt', 'James M. Cain', 'Laird Doyle', 'Charles Hoffman', 'Mika Waltari', 'Tinto Brass', 'Robert Buckner', 'Fannie Hurst', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Charles Nordhoff', 'James Norman Hall', 'Albert Husson', 'Julius J. Epstein', 'Philip G. Epstein', 'Donald Henderson Clarke', 'Rowland Brown', 'Edmund Joseph']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Flamingo Road --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[written_by]--> Ranald MacDougall
Path (Raw):       Flamingo Road --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   1.139584
Path Entropy(↓):  1.932940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the omen
Start Entity:     The Omen
Gold Answer:      [['Richard Pryor', 'Bruce Willis', 'David Morse', 'Chris Mulkey', 'Mark Carlton', "Frances O'Connor", 'Joss Ackland', 'Scott Schwartz', 'Marlon Brando', 'Julianne Moore', 'Gerard Butler', 'Mel Gibson', 'Matthew Broderick', 'Paul Walker', 'Joe Pesci', 'Michelle Pfeiffer', 'Jackie Gleason', 'Billy Connolly', 'James Garner', 'Ned Beatty', 'Karen Allen', 'Owen Wilson', 'Thomas Ian Griffith', 'Julia Roberts', 'Susan George', 'Mitchell Ryan', 'Sylvester Stallone', 'Gene Hackman', 'Bill Murray', 'Gary Busey', 'Ludacris', 'Charles Bronson', 'Anouk Aimée', 'Mila Kunis', 'Lorraine Bracco', 'Mark Wahlberg', 'Graham Greene', 'Rene Russo', 'John Forsythe', 'Beau Bridges', 'Antonio Banderas', 'Elijah Wood', 'Rutger Hauer', 'Jodie Foster', 'Christopher Reeve', 'Danny Glover', 'Adam Baldwin']]
Predicted Ans:    Mel Gibson
Predicted Path:   The Omen --[directed_by]--> Richard Donner --[(INV) directed_by]--> Conspiracy Theory --[starred_actors]--> Mel Gibson
Path (Raw):       The Omen --[directed_by]--> Richard Donner --[(INV) directed_by]--> Conspiracy Theory --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   1.243985
Path Entropy(↓):  2.226766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by bill irwin fall under
Start Entity:     Bill Irwin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bill Irwin --[(INV) starred_actors]--> Rachel Getting Married --[has_genre]--> Drama
Path (Raw):       Bill Irwin --[No Operation]--> Bill Irwin --[(INV) starred_actors]--> Rachel Getting Married --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of gods and generals
Start Entity:     Gods and Generals
Gold Answer:      [['Martin Sheen', 'Richard Jordan', 'Tom Berenger']]
Predicted Ans:    Tom Berenger
Predicted Path:   Gods and Generals --[written_by]--> Ronald F. Maxwell --[(INV) written_by]--> Gettysburg --[starred_actors]--> Tom Berenger
Path (Raw):       Gods and Generals --[written_by]--> Ronald F. Maxwell --[(INV) written_by]--> Gettysburg --[starred_actors]--> Tom Berenger
Neg LogProb(↓):   0.011324
Path Entropy(↓):  0.063376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of battle for terra
Start Entity:     Battle for Terra
Gold Answer:      [['Aristomenis Tsirbas']]
Predicted Ans:    Aristomenis Tsirbas
Predicted Path:   Battle for Terra --[directed_by]--> Aristomenis Tsirbas --[(INV) directed_by]--> Battle for Terra --[directed_by]--> Aristomenis Tsirbas
Path (Raw):       Battle for Terra --[directed_by]--> Aristomenis Tsirbas --[(INV) directed_by]--> Battle for Terra --[directed_by]--> Aristomenis Tsirbas
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by julie brown released
Start Entity:     Julie Brown
Gold Answer:      [['2008', '1988']]
Predicted Ans:    2008
Predicted Path:   Julie Brown --[(INV) written_by]--> Camp Rock --[release_year]--> 2008
Path (Raw):       Julie Brown --[No Operation]--> Julie Brown --[(INV) written_by]--> Camp Rock --[release_year]--> 2008
Neg LogProb(↓):   0.121181
Path Entropy(↓):  0.370672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the muppets
Start Entity:     The Muppets
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Muppets --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Yes Man --[has_genre]--> Comedy
Path (Raw):       The Muppets --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Yes Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.854698
Path Entropy(↓):  1.588830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films kids in america are written by who
Start Entity:     Kids in America
Gold Answer:      [['Josh Stolberg', 'Justin Dix', 'Adam Patrick Foster', 'Eddie Baroo', 'David Schmoeller']]
Predicted Ans:    David Schmoeller
Predicted Path:   Kids in America --[directed_by]--> Josh Stolberg --[(INV) directed_by]--> Crawlspace --[written_by]--> David Schmoeller
Path (Raw):       Kids in America --[directed_by]--> Josh Stolberg --[(INV) directed_by]--> Crawlspace --[written_by]--> David Schmoeller
Neg LogProb(↓):   0.511729
Path Entropy(↓):  0.730289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of othello
Start Entity:     Othello
Gold Answer:      [["Prospero's Books", 'The Tempest', 'O', 'Fade to Black', 'Men of Respect', 'Romeo and Juliet', 'Macbeth', 'As You Like It', 'The Banquet', 'Haider', 'Much Ado About Nothing', 'Hamlet', 'Tempest', 'Julius Caesar', "A Midsummer Night's Dream", 'Henry V', 'Chimes at Midnight', 'Coriolanus', 'King of Texas', 'Looking for Richard', "Love's Labour's Lost", 'Private Romeo', 'An Ideal Husband', 'Romeo + Juliet', 'The Importance of Being Earnest', 'King Lear', 'The Taming of the Shrew', 'Richard III']]
Predicted Ans:    Hamlet
Predicted Path:   Othello --[written_by]--> William Shakespeare --[(INV) written_by]--> Hamlet
Path (Raw):       Othello --[No Operation]--> Othello --[written_by]--> William Shakespeare --[(INV) written_by]--> Hamlet
Neg LogProb(↓):   2.400107
Path Entropy(↓):  2.464721
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by don dagradi release
Start Entity:     Don DaGradi
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Don DaGradi --[(INV) written_by]--> Mary Poppins --[release_year]--> 1964
Path (Raw):       Don DaGradi --[No Operation]--> Don DaGradi --[(INV) written_by]--> Mary Poppins --[release_year]--> 1964
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jeff anderson were written by who
Start Entity:     Jeff Anderson
Gold Answer:      [['Kevin Smith']]
Predicted Ans:    Kevin Smith
Predicted Path:   Jeff Anderson --[(INV) starred_actors]--> Clerks II --[written_by]--> Kevin Smith
Path (Raw):       Jeff Anderson --[No Operation]--> Jeff Anderson --[(INV) starred_actors]--> Clerks II --[written_by]--> Kevin Smith
Neg LogProb(↓):   0.092327
Path Entropy(↓):  0.298338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie father of the bride part ii
Start Entity:     Father of the Bride Part II
Gold Answer:      [['2008', '2003', '1992', '1936', '2006', '2015', '1979', '1984', '1977', '2007', '1963', '2009', '2004', '1982', '2014', '1994', '1983', '1976', '2001', '1990', '1989', '1996', '1981', '2012', '2013', '1988', '1978', '2000', '1997', '1975', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1984
Predicted Path:   Father of the Bride Part II --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Lonely Guy --[release_year]--> 1984
Path (Raw):       Father of the Bride Part II --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Lonely Guy --[release_year]--> 1984
Neg LogProb(↓):   1.710164
Path Entropy(↓):  2.708521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie in like flint released
Start Entity:     In Like Flint
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   In Like Flint --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Path (Raw):       In Like Flint --[release_year]--> 1967 --[(INV) release_year]--> To Sir, with Love --[release_year]--> 1967
Neg LogProb(↓):   2.893858
Path Entropy(↓):  4.014539
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with josh shelov
Start Entity:     Josh Shelov
Gold Answer:      [['Michael Jaeger']]
Predicted Ans:    Josh Shelov
Predicted Path:   Josh Shelov --[(INV) written_by]--> The Best and the Brightest --[written_by]--> Josh Shelov
Path (Raw):       Josh Shelov --[No Operation]--> Josh Shelov --[(INV) written_by]--> The Best and the Brightest --[written_by]--> Josh Shelov
Neg LogProb(↓):   0.080100
Path Entropy(↓):  0.294340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film fallen starred which actors
Start Entity:     Fallen
Gold Answer:      [['John Goodman', 'Donald Sutherland', 'Denzel Washington']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Fallen --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       Fallen --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.471326
Path Entropy(↓):  1.203629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie planes
Start Entity:     Planes
Gold Answer:      [['disney']]
Predicted Ans:    disney
Predicted Path:   Planes --[has_tags]--> disney --[(INV) has_tags]--> So Dear to My Heart --[has_tags]--> disney
Path (Raw):       Planes --[has_tags]--> disney --[(INV) has_tags]--> So Dear to My Heart --[has_tags]--> disney
Neg LogProb(↓):   0.637243
Path Entropy(↓):  0.694388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of blind date
Start Entity:     Blind Date
Gold Answer:      [['Nico Mastorakis']]
Predicted Ans:    Blake Edwards
Predicted Path:   Blind Date --[directed_by]--> Nico Mastorakis --[(INV) directed_by]--> Blind Date --[directed_by]--> Blake Edwards
Path (Raw):       Blind Date --[directed_by]--> Nico Mastorakis --[(INV) directed_by]--> Blind Date --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.825917
Path Entropy(↓):  0.926518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are movie co - writers of adam leff
Start Entity:     Adam Leff
Gold Answer:      [['Zak Penn']]
Predicted Ans:    Zak Penn
Predicted Path:   Adam Leff --[(INV) written_by]--> PCU --[written_by]--> Zak Penn
Path (Raw):       Adam Leff --[No Operation]--> Adam Leff --[(INV) written_by]--> PCU --[written_by]--> Zak Penn
Neg LogProb(↓):   0.011636
Path Entropy(↓):  0.063091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was dancing at the blue iguana released
Start Entity:     Dancing at the Blue Iguana
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Dancing at the Blue Iguana --[directed_by]--> Michael Radford --[(INV) directed_by]--> Dancing at the Blue Iguana --[release_year]--> 2000
Path (Raw):       Dancing at the Blue Iguana --[directed_by]--> Michael Radford --[(INV) directed_by]--> Dancing at the Blue Iguana --[release_year]--> 2000
Neg LogProb(↓):   0.628621
Path Entropy(↓):  1.007713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by maria bamford fall under
Start Entity:     Maria Bamford
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Maria Bamford --[(INV) starred_actors]--> The Comedians of Comedy --[has_genre]--> Comedy
Path (Raw):       Maria Bamford --[No Operation]--> Maria Bamford --[(INV) starred_actors]--> The Comedians of Comedy --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for 1981
Start Entity:     1981
Gold Answer:      [['Ricardo Trogi']]
Predicted Ans:    Ricardo Trogi
Predicted Path:   1981 --[directed_by]--> Ricardo Trogi --[(INV) directed_by]--> 1981 --[directed_by]--> Ricardo Trogi
Path (Raw):       1981 --[directed_by]--> Ricardo Trogi --[(INV) directed_by]--> 1981 --[directed_by]--> Ricardo Trogi
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by ataru oikawa
Start Entity:     Ataru Oikawa
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Ataru Oikawa --[(INV) written_by]--> Apartment 1303 --[has_genre]--> Horror
Path (Raw):       Ataru Oikawa --[No Operation]--> Ataru Oikawa --[(INV) written_by]--> Apartment 1303 --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film slacker uprising
Start Entity:     Slacker Uprising
Gold Answer:      [['Michael Moore']]
Predicted Ans:    Michael Moore
Predicted Path:   Slacker Uprising --[starred_actors]--> Michael Moore --[(INV) starred_actors]--> Sicko --[written_by]--> Michael Moore
Path (Raw):       Slacker Uprising --[starred_actors]--> Michael Moore --[(INV) starred_actors]--> Sicko --[written_by]--> Michael Moore
Neg LogProb(↓):   0.099255
Path Entropy(↓):  0.378043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by dichen lachman fall under
Start Entity:     Dichen Lachman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dichen Lachman --[(INV) starred_actors]--> Lust for Love --[has_genre]--> Comedy
Path (Raw):       Dichen Lachman --[No Operation]--> Dichen Lachman --[(INV) starred_actors]--> Lust for Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with a talking picture in
Start Entity:     A Talking Picture
Gold Answer:      [['Vietnamese', 'French', 'Portuguese', 'English', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   A Talking Picture --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Path (Raw):       A Talking Picture --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Neg LogProb(↓):   0.156866
Path Entropy(↓):  0.661403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ken kwapis starred which actors
Start Entity:     Ken Kwapis
Gold Answer:      [['Tom Everett Scott', 'Carla Gallo', 'Azura Skye']]
Predicted Ans:    Tom Everett Scott
Predicted Path:   Ken Kwapis --[(INV) written_by]--> Sexual Life --[starred_actors]--> Tom Everett Scott
Path (Raw):       Ken Kwapis --[No Operation]--> Ken Kwapis --[(INV) written_by]--> Sexual Life --[starred_actors]--> Tom Everett Scott
Neg LogProb(↓):   0.010041
Path Entropy(↓):  0.060862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with flight of the intruder fall under
Start Entity:     Flight of the Intruder
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Flight of the Intruder --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[has_genre]--> Comedy
Path (Raw):       Flight of the Intruder --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[has_genre]--> Comedy
Neg LogProb(↓):   0.741207
Path Entropy(↓):  0.706747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films blood alley are written by who
Start Entity:     Blood Alley
Gold Answer:      [['Rita M. Fink', 'Robin Moore', 'John Lee Hancock', 'Harry Julian Fink', 'Leslie Bohem', 'Paul Wellman', 'Stephen Gaghan']]
Predicted Ans:    Stephen Gaghan
Predicted Path:   Blood Alley --[directed_by]--> John Wayne --[(INV) directed_by]--> The Alamo --[written_by]--> Stephen Gaghan
Path (Raw):       Blood Alley --[directed_by]--> John Wayne --[(INV) directed_by]--> The Alamo --[written_by]--> Stephen Gaghan
Neg LogProb(↓):   0.045483
Path Entropy(↓):  0.221129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of see how they fall
Start Entity:     See How They Fall
Gold Answer:      [['Weekend', "We Won't Grow Old Together", 'Indochine']]
Predicted Ans:    We Won't Grow Old Together
Predicted Path:   See How They Fall --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together
Path (Raw):       See How They Fall --[starred_actors]--> Jean Yanne --[No Operation]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together
Neg LogProb(↓):   0.365071
Path Entropy(↓):  0.825930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by julien magnat
Start Entity:     Julien Magnat
Gold Answer:      [['Michael Shanks', 'Milla Jovovich', 'Julian McMahon', 'David Atrakchi']]
Predicted Ans:    Milla Jovovich
Predicted Path:   Julien Magnat --[(INV) directed_by]--> Faces in the Crowd --[starred_actors]--> Milla Jovovich
Path (Raw):       Julien Magnat --[No Operation]--> Julien Magnat --[(INV) directed_by]--> Faces in the Crowd --[starred_actors]--> Milla Jovovich
Neg LogProb(↓):   0.000523
Path Entropy(↓):  0.005003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the hard core logo director
Start Entity:     Hard Core Logo
Gold Answer:      [['Maureen Medved', 'Tony Burgess', 'Bruce McDonald', 'W.P. Kinsella']]
Predicted Ans:    Tony Burgess
Predicted Path:   Hard Core Logo --[directed_by]--> Bruce McDonald --[(INV) directed_by]--> Pontypool --[written_by]--> Tony Burgess
Path (Raw):       Hard Core Logo --[directed_by]--> Bruce McDonald --[(INV) directed_by]--> Pontypool --[written_by]--> Tony Burgess
Neg LogProb(↓):   0.122253
Path Entropy(↓):  0.455843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by peter stone starred which actors
Start Entity:     Peter Stone
Gold Answer:      [['Martin Balsam', 'Kevin McCarthy', 'William Daniels', 'Cary Grant', 'Thandie Newton', 'James Coburn', 'Robert Shaw', 'Walter Matthau', 'Audrey Hepburn', 'Gregory Peck', 'Diane Baker', 'Howard Da Silva', 'Ken Howard']]
Predicted Ans:    Thandie Newton
Predicted Path:   Peter Stone --[(INV) written_by]--> The Truth About Charlie --[starred_actors]--> Thandie Newton
Path (Raw):       Peter Stone --[No Operation]--> Peter Stone --[(INV) written_by]--> The Truth About Charlie --[starred_actors]--> Thandie Newton
Neg LogProb(↓):   0.679075
Path Entropy(↓):  1.031112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by milton herbert gropper were directed by who
Start Entity:     Milton Herbert Gropper
Gold Answer:      [['Frank Capra']]
Predicted Ans:    Frank Capra
Predicted Path:   Milton Herbert Gropper --[(INV) written_by]--> Ladies of Leisure --[directed_by]--> Frank Capra
Path (Raw):       Milton Herbert Gropper --[No Operation]--> Milton Herbert Gropper --[(INV) written_by]--> Ladies of Leisure --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.000069
Path Entropy(↓):  0.000730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by jeffrey hornaday release
Start Entity:     Jeffrey Hornaday
Gold Answer:      [['2011', '1991']]
Predicted Ans:    1991
Predicted Path:   Jeffrey Hornaday --[(INV) directed_by]--> Shout --[release_year]--> 1991
Path (Raw):       Jeffrey Hornaday --[No Operation]--> Jeffrey Hornaday --[(INV) directed_by]--> Shout --[release_year]--> 1991
Neg LogProb(↓):   0.045971
Path Entropy(↓):  0.183330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the a hatful of rain director release
Start Entity:     A Hatful of Rain
Gold Answer:      [['1964', '2009', '1948', '1966', '1944', '1950', '1960', '2008', '1959', '1982', '1973', '1953', '1955', '1952', '1977']]
Predicted Ans:    1950
Predicted Path:   A Hatful of Rain --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[release_year]--> 1950
Path (Raw):       A Hatful of Rain --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[release_year]--> 1950
Neg LogProb(↓):   1.848775
Path Entropy(↓):  2.444114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the gambler were in which genres
Start Entity:     The Gambler
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Gambler --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> Big Fish --[has_genre]--> Drama
Path (Raw):       The Gambler --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> Big Fish --[has_genre]--> Drama
Neg LogProb(↓):   1.392079
Path Entropy(↓):  2.555616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie thrashin'were in which languages
Start Entity:     Thrashin'
Gold Answer:      [['Danish', 'Korean']]
Predicted Ans:    Danish
Predicted Path:   Thrashin' --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Path (Raw):       Thrashin' --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Neg LogProb(↓):   0.111234
Path Entropy(↓):  0.337476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of terry jones directed movies
Start Entity:     Terry Jones
Gold Answer:      [['Eric Idle', 'Graham Chapman', 'Terry Gilliam', 'John Cleese', 'Michael Palin']]
Predicted Ans:    Terry Gilliam
Predicted Path:   Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[written_by]--> Terry Gilliam
Path (Raw):       Terry Jones --[No Operation]--> Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[written_by]--> Terry Gilliam
Neg LogProb(↓):   0.153405
Path Entropy(↓):  0.588486
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by james goldman starred which actors
Start Entity:     James Goldman
Gold Answer:      [['Richard Harris', 'Sean Connery', 'George C. Scott', 'Janet Suzman', 'Joanne Woodward', 'Audrey Hepburn', 'Robert Shaw', 'Anthony Hopkins', "Peter O'Toole", 'Katharine Hepburn', 'John Castle']]
Predicted Ans:    Richard Harris
Predicted Path:   James Goldman --[(INV) written_by]--> Robin and Marian --[starred_actors]--> Richard Harris
Path (Raw):       James Goldman --[No Operation]--> James Goldman --[(INV) written_by]--> Robin and Marian --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.527376
Path Entropy(↓):  1.233512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by al st. john fall under
Start Entity:     Al St. John
Gold Answer:      [['Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   Al St. John --[(INV) starred_actors]--> Fatty and Mabel Adrift --[has_genre]--> Comedy
Path (Raw):       Al St. John --[No Operation]--> Al St. John --[(INV) starred_actors]--> Fatty and Mabel Adrift --[has_genre]--> Comedy
Neg LogProb(↓):   0.000170
Path Entropy(↓):  0.001649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of tokyo - ga
Start Entity:     Tokyo-Ga
Gold Answer:      [['Buena Vista Social Club', 'Land of Plenty', 'Palermo Shooting', 'The American Friend', 'Until the End of the World', 'Beyond the Clouds', 'Pina', "Don't Come Knocking", 'Faraway, So Close!', 'Kings of the Road', "The Goalie's Anxiety at the Penalty Kick", 'The End of Violence', 'The Scarlet Letter', 'Lisbon Story', 'The Salt of the Earth', 'Wings of Desire', 'Room 666', 'Alice in the Cities', 'The State of Things', 'City of Angels']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   Tokyo-Ga --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds
Path (Raw):       Tokyo-Ga --[written_by]--> Wim Wenders --[(INV) written_by]--> Beyond the Clouds --[No Operation]--> Beyond the Clouds
Neg LogProb(↓):   0.239978
Path Entropy(↓):  0.881390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of don
Start Entity:     Don
Gold Answer:      [['Don 2', 'Zindagi Na Milegi Dobara', 'Dil Chahta Hai']]
Predicted Ans:    Dil Chahta Hai
Predicted Path:   Don --[written_by]--> Farhan Akhtar --[(INV) written_by]--> Dil Chahta Hai
Path (Raw):       Don --[written_by]--> Farhan Akhtar --[(INV) written_by]--> Dil Chahta Hai --[No Operation]--> Dil Chahta Hai
Neg LogProb(↓):   0.941481
Path Entropy(↓):  1.477878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by thomas arslan
Start Entity:     Thomas Arslan
Gold Answer:      [['Wilbur Smith']]
Predicted Ans:    Wilbur Smith
Predicted Path:   Thomas Arslan --[(INV) directed_by]--> Gold --[written_by]--> Wilbur Smith
Path (Raw):       Thomas Arslan --[No Operation]--> Thomas Arslan --[(INV) directed_by]--> Gold --[written_by]--> Wilbur Smith
Neg LogProb(↓):   0.049023
Path Entropy(↓):  0.208227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film sisters
Start Entity:     Sisters
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sisters --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       Sisters --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   1.467282
Path Entropy(↓):  2.848736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of ken park
Start Entity:     Ken Park
Gold Answer:      [['Another Day in Paradise', 'Marfa Girl', 'Wassup Rockers', 'Destricted', 'Teenage Caveman', 'Kids', 'Bully']]
Predicted Ans:    Kids
Predicted Path:   Ken Park --[directed_by]--> Larry Clark --[(INV) directed_by]--> Kids
Path (Raw):       Ken Park --[directed_by]--> Larry Clark --[(INV) directed_by]--> Kids --[No Operation]--> Kids
Neg LogProb(↓):   0.179761
Path Entropy(↓):  0.621802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by odette annable were in which languages
Start Entity:     Odette Annable
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Odette Annable --[(INV) starred_actors]--> And Soon the Darkness --[in_language]--> English
Path (Raw):       Odette Annable --[No Operation]--> Odette Annable --[(INV) starred_actors]--> And Soon the Darkness --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did rizwan manji star in
Start Entity:     Rizwan Manji
Gold Answer:      [['The Citizen']]
Predicted Ans:    The Citizen
Predicted Path:   Rizwan Manji --[(INV) starred_actors]--> The Citizen --[starred_actors]--> Agnes Bruckner --[(INV) starred_actors]--> The Citizen
Path (Raw):       Rizwan Manji --[(INV) starred_actors]--> The Citizen --[starred_actors]--> Agnes Bruckner --[(INV) starred_actors]--> The Citizen
Neg LogProb(↓):   0.031822
Path Entropy(↓):  0.163980
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by aman verma in
Start Entity:     Aman Verma
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Aman Verma --[(INV) starred_actors]--> Baghban --[in_language]--> Hindi
Path (Raw):       Aman Verma --[No Operation]--> Aman Verma --[(INV) starred_actors]--> Baghban --[in_language]--> Hindi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did leon joosen direct
Start Entity:     Leon Joosen
Gold Answer:      [['Saving Santa']]
Predicted Ans:    Saving Santa
Predicted Path:   Leon Joosen --[(INV) directed_by]--> Saving Santa --[directed_by]--> Leon Joosen --[(INV) directed_by]--> Saving Santa
Path (Raw):       Leon Joosen --[(INV) directed_by]--> Saving Santa --[directed_by]--> Leon Joosen --[(INV) directed_by]--> Saving Santa
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film day of the dead
Start Entity:     Day of the Dead
Gold Answer:      [['James Gunn', 'Chiho Katsura', 'Scott Kosar', 'Oakley Hall', 'John A. Russo', 'Ted Dekker', 'David E. Kelley', 'Stephen King', 'Ray Wright', 'George A. Romero', 'Dario Argento', 'Edgar Allan Poe', 'David Twohy', 'Robert Alan Aurthur', 'Michael Stewart']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Day of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes --[written_by]--> Edgar Allan Poe
Path (Raw):       Day of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.928182
Path Entropy(↓):  1.650759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with nat perrin
Start Entity:     Nat Perrin
Gold Answer:      [['Harry Tugend', 'Jack Yellen', 'Samuel G. Engel', 'Harry Ruby', 'Bert Kalmar', 'Arthur Sheekman', 'William M. Conselman']]
Predicted Ans:    William M. Conselman
Predicted Path:   Nat Perrin --[(INV) written_by]--> Stowaway --[written_by]--> William M. Conselman
Path (Raw):       Nat Perrin --[No Operation]--> Nat Perrin --[(INV) written_by]--> Stowaway --[written_by]--> William M. Conselman
Neg LogProb(↓):   0.538497
Path Entropy(↓):  0.971078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by thanasis papathanasiou released
Start Entity:     Thanasis Papathanasiou
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Thanasis Papathanasiou --[(INV) directed_by]--> Safe Sex --[release_year]--> 1999
Path (Raw):       Thanasis Papathanasiou --[No Operation]--> Thanasis Papathanasiou --[(INV) directed_by]--> Safe Sex --[release_year]--> 1999
Neg LogProb(↓):   0.000268
Path Entropy(↓):  0.002638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film hangover square released
Start Entity:     Hangover Square
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Hangover Square --[release_year]--> 1945 --[(INV) release_year]--> Dakota --[release_year]--> 1945
Path (Raw):       Hangover Square --[release_year]--> 1945 --[(INV) release_year]--> Dakota --[release_year]--> 1945
Neg LogProb(↓):   3.020403
Path Entropy(↓):  3.976903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of oh, god!
Start Entity:     Oh, God!
Gold Answer:      [['Steve Martin', 'Ruth Gordon', 'John Candy', 'Kirstie Alley', 'Alan Ladd', 'Jami Gertz', 'Lily Tomlin', 'Kathleen Turner', 'Bill Pullman', 'Sean Young', 'Dennis Farina', 'Bette Midler', 'Carrie Fisher', 'Ron Leibman', 'Mark Harmon', 'Carl Reiner', 'George Segal', 'Bernadette Peters', 'Sherilyn Fenn', 'Kate Nelligan', 'Armand Assante', 'Trish Van Devere', 'Rachel Ward']]
Predicted Ans:    Steve Martin
Predicted Path:   Oh, God! --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[starred_actors]--> Steve Martin
Path (Raw):       Oh, God! --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.827023
Path Entropy(↓):  1.852244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for frequency
Start Entity:     Frequency
Gold Answer:      [['Gregory Hoblit']]
Predicted Ans:    Gregory Hoblit
Predicted Path:   Frequency --[directed_by]--> Gregory Hoblit --[(INV) directed_by]--> Hart's War --[directed_by]--> Gregory Hoblit
Path (Raw):       Frequency --[directed_by]--> Gregory Hoblit --[(INV) directed_by]--> Hart's War --[directed_by]--> Gregory Hoblit
Neg LogProb(↓):   0.067536
Path Entropy(↓):  0.280575
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by jonah hex actors release
Start Entity:     Jonah Hex
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1968', '1998', '1939', '2009', '1951', '2010', '2004', '2014', '1994', '1995', '1990', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '2000', '1997', '1966', '1991', '1999', '1987', '1969']]
Predicted Ans:    1995
Predicted Path:   Jonah Hex --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       Jonah Hex --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   1.259667
Path Entropy(↓):  1.967209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the day of the triffids fall under
Start Entity:     The Day of the Triffids
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Day of the Triffids --[directed_by]--> Steve Sekely --[(INV) directed_by]--> Revenge of the Zombies --[has_genre]--> Comedy
Path (Raw):       The Day of the Triffids --[directed_by]--> Steve Sekely --[(INV) directed_by]--> Revenge of the Zombies --[has_genre]--> Comedy
Neg LogProb(↓):   0.120120
Path Entropy(↓):  0.361333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in hondo
Start Entity:     Hondo
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Hondo --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Operation Pacific --[has_genre]--> War
Path (Raw):       Hondo --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Operation Pacific --[has_genre]--> War
Neg LogProb(↓):   1.550279
Path Entropy(↓):  2.587431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did tom savini star in
Start Entity:     Tom Savini
Gold Answer:      [['Creepshow 2', 'Children of the Living Dead']]
Predicted Ans:    Creepshow 2
Predicted Path:   Tom Savini --[(INV) starred_actors]--> Creepshow 2 --[starred_actors]--> Tom Savini --[(INV) starred_actors]--> Creepshow 2
Path (Raw):       Tom Savini --[(INV) starred_actors]--> Creepshow 2 --[starred_actors]--> Tom Savini --[(INV) starred_actors]--> Creepshow 2
Neg LogProb(↓):   0.199685
Path Entropy(↓):  0.525804
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie sanshiro sugata were in which languages
Start Entity:     Sanshiro Sugata
Gold Answer:      [['Swedish', 'Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   Sanshiro Sugata --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Path (Raw):       Sanshiro Sugata --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.883260
Path Entropy(↓):  1.488457
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie how to succeed in business without really trying in a few words
Start Entity:     How to Succeed in Business Without Really Trying
Gold Answer:      [['broadway', 'comedy', 'musical', 'david swift', 'business']]
Predicted Ans:    david swift
Predicted Path:   How to Succeed in Business Without Really Trying --[has_tags]--> david swift --[(INV) has_tags]--> Pollyanna --[has_tags]--> david swift
Path (Raw):       How to Succeed in Business Without Really Trying --[has_tags]--> david swift --[(INV) has_tags]--> Pollyanna --[has_tags]--> david swift
Neg LogProb(↓):   0.014011
Path Entropy(↓):  0.085467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in a monkey in winter
Start Entity:     A Monkey in Winter
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   A Monkey in Winter --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       A Monkey in Winter --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   1.945609
Path Entropy(↓):  2.954338
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of lymelife
Start Entity:     Lymelife
Gold Answer:      [['2011']]
Predicted Ans:    2008
Predicted Path:   Lymelife --[directed_by]--> Derick Martini --[(INV) directed_by]--> Lymelife --[release_year]--> 2008
Path (Raw):       Lymelife --[directed_by]--> Derick Martini --[(INV) directed_by]--> Lymelife --[release_year]--> 2008
Neg LogProb(↓):   0.002805
Path Entropy(↓):  0.019261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did colin welland write the story for
Start Entity:     Colin Welland
Gold Answer:      [['Chariots of Fire', 'A Dry White Season']]
Predicted Ans:    Chariots of Fire
Predicted Path:   Colin Welland --[(INV) written_by]--> Chariots of Fire --[written_by]--> Colin Welland --[(INV) written_by]--> Chariots of Fire
Path (Raw):       Colin Welland --[(INV) written_by]--> Chariots of Fire --[written_by]--> Colin Welland --[(INV) written_by]--> Chariots of Fire
Neg LogProb(↓):   0.001316
Path Entropy(↓):  0.010735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mischa barton co - starred with who
Start Entity:     Mischa Barton
Gold Answer:      [['Michael Clarke Duncan', 'Burt Reynolds', 'Lili Taylor', 'Madeleine Stowe', 'Bruce Willis', 'Julianne Michelle', 'Cameron Van Hoy', 'Michael Rapaport', 'Reece Thompson', 'Piper Perabo', 'Matt Long', 'Courtney Love', 'Jessica Stroup', 'Norman Reedus', 'Rebecca De Mornay', 'Sam Rockwell', 'Jessica Paré', 'Devon Sawa']]
Predicted Ans:    Mischa Barton
Predicted Path:   Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D --[starred_actors]--> Mischa Barton
Path (Raw):       Mischa Barton --[No Operation]--> Mischa Barton --[(INV) starred_actors]--> Apartment 1303 3D --[starred_actors]--> Mischa Barton
Neg LogProb(↓):   0.465951
Path Entropy(↓):  0.758850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What topics is aliens in the attic about
Start Entity:     Aliens in the Attic
Gold Answer:      [['aliens']]
Predicted Ans:    japan
Predicted Path:   Aliens in the Attic --[has_tags]--> aliens --[(INV) has_tags]--> Warning from Space --[has_tags]--> japan
Path (Raw):       Aliens in the Attic --[has_tags]--> aliens --[(INV) has_tags]--> Warning from Space --[has_tags]--> japan
Neg LogProb(↓):   0.080208
Path Entropy(↓):  0.326000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor jordan nagai co - starred with who
Start Entity:     Jordan Nagai
Gold Answer:      [['Bob Peterson', 'Edward Asner']]
Predicted Ans:    Jordan Nagai
Predicted Path:   Jordan Nagai --[(INV) starred_actors]--> Up --[starred_actors]--> Jordan Nagai
Path (Raw):       Jordan Nagai --[No Operation]--> Jordan Nagai --[(INV) starred_actors]--> Up --[starred_actors]--> Jordan Nagai
Neg LogProb(↓):   0.217995
Path Entropy(↓):  0.502406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote fantastic voyage
Start Entity:     Fantastic Voyage
Gold Answer:      [['1968', '1954', '1955', '1958', '2007']]
Predicted Ans:    1966
Predicted Path:   Fantastic Voyage --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[release_year]--> 1966
Path (Raw):       Fantastic Voyage --[written_by]--> Jerome Bixby --[(INV) written_by]--> Fantastic Voyage --[release_year]--> 1966
Neg LogProb(↓):   0.462571
Path Entropy(↓):  0.750453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did cindy pickett act in
Start Entity:     Cindy Pickett
Gold Answer:      [['Son in Law']]
Predicted Ans:    In the Army Now
Predicted Path:   Cindy Pickett --[(INV) starred_actors]--> Son in Law --[starred_actors]--> Pauly Shore --[(INV) starred_actors]--> In the Army Now
Path (Raw):       Cindy Pickett --[(INV) starred_actors]--> Son in Law --[starred_actors]--> Pauly Shore --[(INV) starred_actors]--> In the Army Now
Neg LogProb(↓):   0.000602
Path Entropy(↓):  0.005224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of robert carradine starred movies
Start Entity:     Robert Carradine
Gold Answer:      [['Rene Daalder']]
Predicted Ans:    Rene Daalder
Predicted Path:   Robert Carradine --[(INV) starred_actors]--> Massacre at Central High --[written_by]--> Rene Daalder
Path (Raw):       Robert Carradine --[No Operation]--> Robert Carradine --[(INV) starred_actors]--> Massacre at Central High --[written_by]--> Rene Daalder
Neg LogProb(↓):   0.000136
Path Entropy(↓):  0.001412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of love streams
Start Entity:     Love Streams
Gold Answer:      [['Sidney Lumet', 'John Cassavetes', 'Milcho Manchevski', 'Sebastián Lelio', 'Nick Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Love Streams --[written_by]--> John Cassavetes --[(INV) written_by]--> Shadows --[directed_by]--> John Cassavetes
Path (Raw):       Love Streams --[written_by]--> John Cassavetes --[(INV) written_by]--> Shadows --[directed_by]--> John Cassavetes
Neg LogProb(↓):   1.155316
Path Entropy(↓):  1.642620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the hours
Start Entity:     The Hours
Gold Answer:      [['Meryl Streep', 'Michael Gambon', 'Kate Winslet', 'Rachel Weisz', 'David Kross', 'Ralph Fiennes', 'Tom Hughes', 'Bill Nighy']]
Predicted Ans:    Rachel Weisz
Predicted Path:   The Hours --[written_by]--> David Hare --[(INV) written_by]--> Page Eight --[starred_actors]--> Rachel Weisz
Path (Raw):       The Hours --[written_by]--> David Hare --[(INV) written_by]--> Page Eight --[starred_actors]--> Rachel Weisz
Neg LogProb(↓):   0.760415
Path Entropy(↓):  1.433331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote red tails
Start Entity:     Red Tails
Gold Answer:      [['Aaron McGruder', 'John Ridley']]
Predicted Ans:    Aaron McGruder
Predicted Path:   Red Tails --[written_by]--> Aaron McGruder --[(INV) written_by]--> Red Tails --[written_by]--> Aaron McGruder
Path (Raw):       Red Tails --[written_by]--> Aaron McGruder --[(INV) written_by]--> Red Tails --[written_by]--> Aaron McGruder
Neg LogProb(↓):   0.000883
Path Entropy(↓):  0.007216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the corn is green
Start Entity:     The Corn Is Green
Gold Answer:      [['W. Somerset Maugham', 'Abem Finkel', 'Olive Higgins Prouty', 'Seton I. Miller', 'Lukas Heller', 'Robert E. Sherwood', 'Maurice Hanline', 'Polan Banks', 'Henry Farrell', 'Rachel Field', 'Dashiell Hammett', 'John Collier', 'Louis Verneuil', 'Casey Robinson', 'John Huston', 'Joseph Than', 'John Van Druten', 'Paddy Chayefsky', 'Clements Ripley', 'David Greene', 'Delmer Daves', 'Mark Bomback', 'Barry Oringer', 'James Napier Robertson', 'Jimmy Sangster', 'Florence Engel Randall', 'Bill MacIlwraith', 'Harry Tugend', 'Bertram Bloch', 'Elizabeth von Arnim', 'Ellen Glasgow', 'Gore Vidal', 'Brown Holmes', 'Edith Fitzgerald', 'Norman Reilly Raine', 'Albert Beich', 'Damon Runyon', 'Maxwell Anderson', 'Stuart Engstrand', 'Lenore J. Coffee', 'Charles Kenyon', 'Owen Davis', 'Daniel Taradash', 'Jay Anania', 'Hal Kanter', 'Paul Green', 'Lewis E. Lawes', 'Harry Harrison Kroll', 'Elick Moll', 'John Michael Hayes', 'Harold Robbins', 'Laird Doyle', 'David Berry', 'Lillian Hellman', 'Oscar Millard', 'Robert Riskin', 'Moss Hart', 'David Boehm', 'Kenneth Earl', 'Garrett Fort', 'Alexander Key', 'Malcolm Marmorstein', 'Howard Koch', 'George S. Kaufman', 'Val Guest', 'Leslie Sands', 'Rian James', 'Lester Cohen', 'Julius J. Epstein', 'Philip G. Epstein', 'Joseph L. Mankiewicz']]
Predicted Ans:    John Collier
Predicted Path:   The Corn Is Green --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Path (Raw):       The Corn Is Green --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Neg LogProb(↓):   1.274199
Path Entropy(↓):  2.589672
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the bellboy
Start Entity:     The Bellboy
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Bellboy --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Path (Raw):       The Bellboy --[starred_actors]--> Jerry Lewis --[(INV) starred_actors]--> The Errand Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.248694
Path Entropy(↓):  0.551318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of search and destroy
Start Entity:     Search and Destroy
Gold Answer:      [['Eric Stoltz', 'Patrick Wilson', 'Samuel L. Jackson', 'Julie Delpy', 'Peter Fonda', 'Kerry Washington', 'Helen Mirren']]
Predicted Ans:    Julie Delpy
Predicted Path:   Search and Destroy --[written_by]--> Howard Korder --[(INV) written_by]--> The Passion of Ayn Rand --[starred_actors]--> Julie Delpy
Path (Raw):       Search and Destroy --[written_by]--> Howard Korder --[(INV) written_by]--> The Passion of Ayn Rand --[starred_actors]--> Julie Delpy
Neg LogProb(↓):   0.586018
Path Entropy(↓):  1.049692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of dear frankie
Start Entity:     Dear Frankie
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dear Frankie --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Dear Frankie --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.212617
Path Entropy(↓):  4.558196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film kiki
Start Entity:     Kiki
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kiki --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Kiki --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.492753
Path Entropy(↓):  4.566253
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film sukiyaki western django was written by who
Start Entity:     Sukiyaki Western Django
Gold Answer:      [['Takashi Miike']]
Predicted Ans:    Takashi Miike
Predicted Path:   Sukiyaki Western Django --[written_by]--> Takashi Miike --[(INV) written_by]--> Sukiyaki Western Django --[written_by]--> Takashi Miike
Path (Raw):       Sukiyaki Western Django --[written_by]--> Takashi Miike --[(INV) written_by]--> Sukiyaki Western Django --[written_by]--> Takashi Miike
Neg LogProb(↓):   0.229819
Path Entropy(↓):  0.508463
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor john cho starred together with who
Start Entity:     John Cho
Gold Answer:      [['Seth Meyers', 'Jim Piddock']]
Predicted Ans:    John Cho
Predicted Path:   John Cho --[(INV) starred_actors]--> See This Movie --[starred_actors]--> John Cho
Path (Raw):       John Cho --[No Operation]--> John Cho --[(INV) starred_actors]--> See This Movie --[starred_actors]--> John Cho
Neg LogProb(↓):   0.081530
Path Entropy(↓):  0.282838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in house also appears in which movies
Start Entity:     House
Gold Answer:      [['BloodRayne', 'Piranhaconda', 'Boarding Gate', 'Donnie Brasco', 'Vice', 'Loosies', 'Money for Nothing', 'Guilty by Suspicion', 'Kill Me Again', 'Species', 'Reservoir Dogs', 'Mulholland Falls', 'Carrie', 'Species II', 'The Bleeding', 'Breezy', 'Big Wednesday', 'The Getaway']]
Predicted Ans:    Boarding Gate
Predicted Path:   House --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate
Path (Raw):       House --[starred_actors]--> Michael Madsen --[No Operation]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate
Neg LogProb(↓):   0.149025
Path Entropy(↓):  0.600867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the butcher boy were in which languages
Start Entity:     The Butcher Boy
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Butcher Boy --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       The Butcher Boy --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.000075
Path Entropy(↓):  0.000820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by bruce byron were directed by who
Start Entity:     Bruce Byron
Gold Answer:      [['Kenneth Anger']]
Predicted Ans:    Kenneth Anger
Predicted Path:   Bruce Byron --[(INV) starred_actors]--> Scorpio Rising --[directed_by]--> Kenneth Anger
Path (Raw):       Bruce Byron --[No Operation]--> Bruce Byron --[(INV) starred_actors]--> Scorpio Rising --[directed_by]--> Kenneth Anger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of murvyn vye starred movies
Start Entity:     Murvyn Vye
Gold Answer:      [['Mitchell Leisen']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   Murvyn Vye --[(INV) starred_actors]--> Golden Earrings --[directed_by]--> Mitchell Leisen
Path (Raw):       Murvyn Vye --[No Operation]--> Murvyn Vye --[(INV) starred_actors]--> Golden Earrings --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   0.001521
Path Entropy(↓):  0.011484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of sundown
Start Entity:     Sundown
Gold Answer:      [['Tyrone Power', 'Edward Arnold', 'Henry Fonda', 'Van Johnson', 'Vera Miles', 'Lloyd Nolan', 'Richard Conte', 'Sophia Loren', 'Gary Cooper', 'Joan Bennett', 'James Stewart', 'Max Showalter', 'Rossano Brazzi', 'Lee J. Cobb', 'Richard Widmark', 'Richard Basehart', 'Kim Darby', 'David Niven', 'Joan Collins', 'Robert Mitchum', 'Ernie Kovacs', 'Joseph Cotten', 'Dean Martin', 'Josh Brolin', 'Nicolas Cage', 'Dana Andrews', 'Paul Douglas', 'Karl Malden', 'Helen Hunt', 'Harry Carey', 'Victor Mature', 'Coleen Gray', 'David Caruso', 'Shirley Temple', 'Stewart Granger', 'Brian Donlevy', 'Lionel Barrymore', 'Franchot Tone', 'Lucille Ball', 'Glen Campbell', 'Rod Steiger', 'Beulah Bondi', 'Carole Lombard', 'Don Ameche', 'George Raft', 'Mark Stevens', 'Barbara Bel Geddes', 'Matt Damon', 'John Wayne', 'Dorothy Lamour', 'Edward G. Robinson', 'Fabian', 'Carolyn Jones', 'Carroll Baker', 'Jeff Bridges', 'Marilyn Monroe', 'Hailee Steinfeld', 'Betty Field', 'Dean Stockwell', 'Cecil Kellaway', 'Richard Burton', 'Richard Cromwell', 'Debra Paget', 'Jean Peters', 'Samuel L. Jackson', 'Brian Keith', 'Clifton Webb', 'Steve McQueen', 'Arthur Kennedy']]
Predicted Ans:    David Niven
Predicted Path:   Sundown --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Real Glory --[starred_actors]--> David Niven
Path (Raw):       Sundown --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> The Real Glory --[starred_actors]--> David Niven
Neg LogProb(↓):   0.450597
Path Entropy(↓):  1.105204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with death race 2000 fall under
Start Entity:     Death Race 2000
Gold Answer:      [['Music', 'Sport', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Death Race 2000 --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Oscar --[has_genre]--> Comedy
Path (Raw):       Death Race 2000 --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Oscar --[has_genre]--> Comedy
Neg LogProb(↓):   0.830728
Path Entropy(↓):  1.430404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by carlos cuaron
Start Entity:     Carlos Cuarón
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Carlos Cuarón --[(INV) directed_by]--> Rudo y Cursi --[in_language]--> Spanish
Path (Raw):       Carlos Cuarón --[No Operation]--> Carlos Cuarón --[(INV) directed_by]--> Rudo y Cursi --[in_language]--> Spanish
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie town without pity
Start Entity:     Town Without Pity
Gold Answer:      [['1980', '1970', '1946', '1954', '2003', '1959', '1993', '1916', '1967', '1979', '1968', '1957', '1951', '1982', '1953', '1994', '1947', '1956', '1948', '1961', '1986', '1962', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1965', '1999', '1969', '1952', '1958']]
Predicted Ans:    1960
Predicted Path:   Town Without Pity --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[release_year]--> 1960
Path (Raw):       Town Without Pity --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[release_year]--> 1960
Neg LogProb(↓):   0.977464
Path Entropy(↓):  2.361236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie once upon a time in china iii
Start Entity:     Once Upon a Time in China III
Gold Answer:      [['Daniel Lee', 'Peter Chan', 'Stephen Frears', 'Chris Nahon', 'Rob Minkoff', 'Gordon Chan', 'Peter Weir', 'Simon West', 'Sylvester Stallone', 'Ronny Yu', 'Andrzej Bartkowiak', 'Louis Leterrier', 'Philip G. Atwell', 'Paul Thomas Anderson', 'Corey Yuen', 'James Wong']]
Predicted Ans:    Simon West
Predicted Path:   Once Upon a Time in China III --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Once Upon a Time in China III --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.765400
Path Entropy(↓):  0.996380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film from the hip was written by who
Start Entity:     From the Hip
Gold Answer:      [['Bob Clark', 'David E. Kelley']]
Predicted Ans:    Bob Clark
Predicted Path:   From the Hip --[written_by]--> Bob Clark --[(INV) written_by]--> Baby Geniuses --[written_by]--> Bob Clark
Path (Raw):       From the Hip --[written_by]--> Bob Clark --[(INV) written_by]--> Baby Geniuses --[written_by]--> Bob Clark
Neg LogProb(↓):   0.216318
Path Entropy(↓):  0.496559
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did jim sharman direct
Start Entity:     Jim Sharman
Gold Answer:      [['The Rocky Horror Picture Show']]
Predicted Ans:    The Rocky Horror Picture Show
Predicted Path:   Jim Sharman --[(INV) directed_by]--> The Rocky Horror Picture Show --[directed_by]--> Jim Sharman --[(INV) directed_by]--> The Rocky Horror Picture Show
Path (Raw):       Jim Sharman --[(INV) directed_by]--> The Rocky Horror Picture Show --[directed_by]--> Jim Sharman --[(INV) directed_by]--> The Rocky Horror Picture Show
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film tortilla flat
Start Entity:     Tortilla Flat
Gold Answer:      [['Upton Sinclair', 'Andrew Solt', 'Mack Crane', 'Caroline Francke', 'Talbot Jennings', 'Wilson Collison', 'Waldemar Young', 'Vincent Lawrence', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Claudine West', 'Frank Wead', 'Sinclair Lewis', 'Pearl S. Buck', 'Maxwell Anderson', 'Gillian Slovo', 'Tess Slesinger', 'Noel Langley', 'Rudyard Kipling', 'Dalton Trumbo', 'John Lee Mahin', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Sidney Howard', 'Margaret Mitchell', 'Clara Beranger', 'Jules Furthman', 'L. Frank Baum', 'Edgar Allan Woolf', 'Florence Ryerson']]
Predicted Ans:    John Lee Mahin
Predicted Path:   Tortilla Flat --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> John Lee Mahin
Path (Raw):       Tortilla Flat --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> John Lee Mahin
Neg LogProb(↓):   2.070449
Path Entropy(↓):  2.872881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film chapter two
Start Entity:     Chapter Two
Gold Answer:      [['1980', '1993', '1985', '1967', '1984', '1977', '2007', '1968', '1963', '1998', '2004', '1983', '1976', '1972', '1971', '1981', '1986', '1988', '1978', '1975', '1966', '1991', '1999', '1969']]
Predicted Ans:    1984
Predicted Path:   Chapter Two --[written_by]--> Neil Simon --[(INV) written_by]--> The Lonely Guy --[release_year]--> 1984
Path (Raw):       Chapter Two --[written_by]--> Neil Simon --[(INV) written_by]--> The Lonely Guy --[release_year]--> 1984
Neg LogProb(↓):   1.170716
Path Entropy(↓):  1.748915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by michael francis gibson
Start Entity:     Michael Francis Gibson
Gold Answer:      [['Michael York', 'Rutger Hauer', 'Charlotte Rampling']]
Predicted Ans:    Rutger Hauer
Predicted Path:   Michael Francis Gibson --[(INV) written_by]--> The Mill and the Cross --[starred_actors]--> Rutger Hauer
Path (Raw):       Michael Francis Gibson --[No Operation]--> Michael Francis Gibson --[(INV) written_by]--> The Mill and the Cross --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.692420
Path Entropy(↓):  0.738287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie to end all wars
Start Entity:     To End All Wars
Gold Answer:      [['David L. Cunningham', 'Kevin Miller']]
Predicted Ans:    Kevin Miller
Predicted Path:   To End All Wars --[directed_by]--> David L. Cunningham --[(INV) directed_by]--> After... --[written_by]--> Kevin Miller
Path (Raw):       To End All Wars --[directed_by]--> David L. Cunningham --[(INV) directed_by]--> After... --[written_by]--> Kevin Miller
Neg LogProb(↓):   0.136605
Path Entropy(↓):  0.429398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film to end all wars
Start Entity:     To End All Wars
Gold Answer:      [['war', 'r']]
Predicted Ans:    r
Predicted Path:   To End All Wars --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       To End All Wars --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.002365
Path Entropy(↓):  0.019194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the honeymooners
Start Entity:     The Honeymooners
Gold Answer:      [['Marcus Raboy', 'David Zucker', 'Kevin Bray', 'Ethan Coen', 'Tim Story', 'Van Fischer', 'Christopher Erskin', 'Tyler Perry', 'Steve Pink', 'Steve Carr', 'A.J. Kparr', 'Spike Lee', 'Todd Wilderman', 'Philippe Caland', 'Salim Akil', 'Richard Kelly', "Matthew O'Callaghan", 'Tengiz Abuladze']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   The Honeymooners --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[directed_by]--> Tengiz Abuladze
Path (Raw):       The Honeymooners --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[directed_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.033126
Path Entropy(↓):  0.184617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in new york stories
Start Entity:     New York Stories
Gold Answer:      [['Paul Mazursky', 'Penny Panayotopoulou', 'Richard Fleischer', 'Woody Allen', 'Robert Altman', 'Roman Polanski', 'Corey Allen', 'Baz Luhrmann', 'Martin Ritt', 'Michel Gondry', 'Gregory Dark', 'David Frankel', 'Elliott Nugent', 'Herbert Ross', 'Marco Martins', 'Joseph Losey', 'Jules Bass', 'Alfonso Arau', 'John Turturro', 'Jack Clayton', 'John Irvin']]
Predicted Ans:    Woody Allen
Predicted Path:   New York Stories --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[directed_by]--> Woody Allen
Path (Raw):       New York Stories --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September --[directed_by]--> Woody Allen
Neg LogProb(↓):   0.305691
Path Entropy(↓):  1.098155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in saw ii
Start Entity:     Saw II
Gold Answer:      [['Shawnee Smith', 'Donnie Wahlberg', 'Tobin Bell', 'Erik Knudsen']]
Predicted Ans:    Angus Macfadyen
Predicted Path:   Saw II --[starred_actors]--> Shawnee Smith --[(INV) starred_actors]--> Saw III --[starred_actors]--> Angus Macfadyen
Path (Raw):       Saw II --[starred_actors]--> Shawnee Smith --[(INV) starred_actors]--> Saw III --[starred_actors]--> Angus Macfadyen
Neg LogProb(↓):   0.469749
Path Entropy(↓):  1.515464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film tuesdays with morrie
Start Entity:     Tuesdays with Morrie
Gold Answer:      [['1975']]
Predicted Ans:    1999
Predicted Path:   Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie --[release_year]--> 1999
Path (Raw):       Tuesdays with Morrie --[written_by]--> Thomas Rickman --[(INV) written_by]--> Tuesdays with Morrie --[release_year]--> 1999
Neg LogProb(↓):   0.008966
Path Entropy(↓):  0.054218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which topics is movie smoking / no smoking about
Start Entity:     Smoking/No Smoking
Gold Answer:      [['alain resnais']]
Predicted Ans:    alain resnais
Predicted Path:   Smoking/No Smoking --[has_tags]--> alain resnais --[(INV) has_tags]--> Smoking/No Smoking --[has_tags]--> alain resnais
Path (Raw):       Smoking/No Smoking --[has_tags]--> alain resnais --[(INV) has_tags]--> Smoking/No Smoking --[has_tags]--> alain resnais
Neg LogProb(↓):   0.012210
Path Entropy(↓):  0.080019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in 8 women
Start Entity:     8 Women
Gold Answer:      [['Isabelle Huppert', 'Danielle Darrieux', 'Catherine Deneuve', 'Emmanuelle Béart']]
Predicted Ans:    Danielle Darrieux
Predicted Path:   8 Women --[starred_actors]--> Danielle Darrieux --[(INV) starred_actors]--> 5 Fingers --[starred_actors]--> Danielle Darrieux
Path (Raw):       8 Women --[starred_actors]--> Danielle Darrieux --[(INV) starred_actors]--> 5 Fingers --[starred_actors]--> Danielle Darrieux
Neg LogProb(↓):   0.347259
Path Entropy(↓):  1.047897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of shakes the clown
Start Entity:     Shakes the Clown
Gold Answer:      [['Burglar', 'Raining Stones', 'Hot to Trot']]
Predicted Ans:    Burglar
Predicted Path:   Shakes the Clown --[starred_actors]--> Bobcat Goldthwait --[(INV) starred_actors]--> Burglar
Path (Raw):       Shakes the Clown --[starred_actors]--> Bobcat Goldthwait --[No Operation]--> Bobcat Goldthwait --[(INV) starred_actors]--> Burglar
Neg LogProb(↓):   0.006087
Path Entropy(↓):  0.038694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film 100 rifles
Start Entity:     100 Rifles
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   100 Rifles --[release_year]--> 1969 --[(INV) release_year]--> The Sorrow and the Pity --[release_year]--> 1969
Path (Raw):       100 Rifles --[release_year]--> 1969 --[(INV) release_year]--> The Sorrow and the Pity --[release_year]--> 1969
Neg LogProb(↓):   2.675464
Path Entropy(↓):  3.612982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film fail safe were released in which years
Start Entity:     Fail Safe
Gold Answer:      [['1980', '1993', '2006', '1974', '1977', '1998', '2009', '2010', '2004', '1973', '1994', '1995', '2001', '1989', '1981', '2013', '1978', '2000', '1975', '1991', '1999', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   Fail Safe --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Path (Raw):       Fail Safe --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   0.993062
Path Entropy(↓):  1.890907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of hannibal
Start Entity:     Hannibal
Gold Answer:      [['Manhunter', 'Red Dragon', 'Hannibal Rising', 'Black Sunday', 'The Silence of the Lambs']]
Predicted Ans:    Manhunter
Predicted Path:   Hannibal --[written_by]--> Thomas Harris --[(INV) written_by]--> Manhunter
Path (Raw):       Hannibal --[No Operation]--> Hannibal --[written_by]--> Thomas Harris --[(INV) written_by]--> Manhunter
Neg LogProb(↓):   0.346265
Path Entropy(↓):  0.813203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the scenesters is also the director of which films
Start Entity:     The Scenesters
Gold Answer:      [["It's a Disaster"]]
Predicted Ans:    The Scenesters
Predicted Path:   The Scenesters --[directed_by]--> Todd Berger --[(INV) directed_by]--> The Scenesters
Path (Raw):       The Scenesters --[directed_by]--> Todd Berger --[(INV) directed_by]--> The Scenesters --[No Operation]--> The Scenesters
Neg LogProb(↓):   0.591857
Path Entropy(↓):  0.687476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by jenny wright
Start Entity:     Jenny Wright
Gold Answer:      [['Kathryn Bigelow', 'Eric Red']]
Predicted Ans:    Eric Red
Predicted Path:   Jenny Wright --[(INV) starred_actors]--> Near Dark --[written_by]--> Eric Red
Path (Raw):       Jenny Wright --[No Operation]--> Jenny Wright --[(INV) starred_actors]--> Near Dark --[written_by]--> Eric Red
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the man from london
Start Entity:     The Man from London
Gold Answer:      [['Susan Streitfeld', 'Luca Guadagnino', 'Jim Jarmusch', 'Erick Zonca', 'Béla Tarr', 'Ágnes Hranitzky', 'Fred Zinnemann', 'Scott McGehee', 'David Siegel', 'Sally Potter', 'Robert Lepage', 'Lynne Ramsay']]
Predicted Ans:    Lynne Ramsay
Predicted Path:   The Man from London --[starred_actors]--> Tilda Swinton --[(INV) starred_actors]--> We Need to Talk About Kevin --[directed_by]--> Lynne Ramsay
Path (Raw):       The Man from London --[starred_actors]--> Tilda Swinton --[(INV) starred_actors]--> We Need to Talk About Kevin --[directed_by]--> Lynne Ramsay
Neg LogProb(↓):   0.557737
Path Entropy(↓):  1.077335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed bernie
Start Entity:     Bernie
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bernie --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Path (Raw):       Bernie --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie --[in_language]--> French
Neg LogProb(↓):   0.004548
Path Entropy(↓):  0.031715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the stig - helmer story
Start Entity:     The Stig-Helmer Story
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   The Stig-Helmer Story --[directed_by]--> Lasse Åberg --[(INV) directed_by]--> Den ofrivillige golfaren --[release_year]--> 1991
Path (Raw):       The Stig-Helmer Story --[directed_by]--> Lasse Åberg --[(INV) directed_by]--> Den ofrivillige golfaren --[release_year]--> 1991
Neg LogProb(↓):   0.468279
Path Entropy(↓):  0.776716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie tooth fairy about
Start Entity:     Tooth Fairy
Gold Answer:      [['dwayne johnson']]
Predicted Ans:    dwayne johnson
Predicted Path:   Tooth Fairy --[has_tags]--> dwayne johnson --[(INV) has_tags]--> Hercules --[has_tags]--> dwayne johnson
Path (Raw):       Tooth Fairy --[has_tags]--> dwayne johnson --[(INV) has_tags]--> Hercules --[has_tags]--> dwayne johnson
Neg LogProb(↓):   0.394373
Path Entropy(↓):  0.800698
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by william d. wittliff were released in which years
Start Entity:     William D. Wittliff
Gold Answer:      [['1984', '1979', '1981']]
Predicted Ans:    1979
Predicted Path:   William D. Wittliff --[(INV) written_by]--> The Black Stallion --[release_year]--> 1979
Path (Raw):       William D. Wittliff --[No Operation]--> William D. Wittliff --[(INV) written_by]--> The Black Stallion --[release_year]--> 1979
Neg LogProb(↓):   0.001355
Path Entropy(↓):  0.010741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was birthday girl released
Start Entity:     Birthday Girl
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Birthday Girl --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Birthday Girl --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   3.340700
Path Entropy(↓):  4.460616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by kay walsh
Start Entity:     Kay Walsh
Gold Answer:      [['Jean Simmons', 'Gwyneth Paltrow', 'Ethan Hawke', 'John Mills', 'Valerie Hobson', 'Chris Cooper', 'Ralph Fiennes']]
Predicted Ans:    John Mills
Predicted Path:   Kay Walsh --[(INV) written_by]--> Great Expectations --[starred_actors]--> John Mills
Path (Raw):       Kay Walsh --[No Operation]--> Kay Walsh --[(INV) written_by]--> Great Expectations --[starred_actors]--> John Mills
Neg LogProb(↓):   0.424327
Path Entropy(↓):  0.859961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film hideous kinky are directed by who
Start Entity:     Hideous Kinky
Gold Answer:      [['Philip Kaufman', 'Richard Eyre', 'Todd Field', 'James Cameron', 'Delphine Gleize', 'Jean Negulesco', 'Michael Apted', 'Roman Polanski', 'Alan Parker', 'Michel Gondry', 'Nancy Meyers', 'Robert Rossen', 'Steven Zaillian', 'David Bowers', 'Sam Fell', 'Jason Reitman', 'Ang Lee', 'Stephen Daldry', 'Peter Jackson', 'Jeannot Szwarc', 'Sam Mendes']]
Predicted Ans:    Alan Parker
Predicted Path:   Hideous Kinky --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> The Life of David Gale --[directed_by]--> Alan Parker
Path (Raw):       Hideous Kinky --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> The Life of David Gale --[directed_by]--> Alan Parker
Neg LogProb(↓):   1.105485
Path Entropy(↓):  1.021900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of bob clark written movies
Start Entity:     Bob Clark
Gold Answer:      [['1983', '1990', '2010', '1999', '1987']]
Predicted Ans:    2010
Predicted Path:   Bob Clark --[(INV) written_by]--> Loose Cannons --[release_year]--> 2010
Path (Raw):       Bob Clark --[No Operation]--> Bob Clark --[(INV) written_by]--> Loose Cannons --[release_year]--> 2010
Neg LogProb(↓):   0.917426
Path Entropy(↓):  1.524930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by luis puenzo
Start Entity:     Luis Puenzo
Gold Answer:      [['Carlos Fuentes', 'Aída Bortnik']]
Predicted Ans:    Aída Bortnik
Predicted Path:   Luis Puenzo --[(INV) directed_by]--> The Official Story --[written_by]--> Aída Bortnik
Path (Raw):       Luis Puenzo --[No Operation]--> Luis Puenzo --[(INV) directed_by]--> The Official Story --[written_by]--> Aída Bortnik
Neg LogProb(↓):   0.215834
Path Entropy(↓):  0.656853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by marielle heller fall under
Start Entity:     Marielle Heller
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marielle Heller --[(INV) written_by]--> The Diary of a Teenage Girl --[has_genre]--> Drama
Path (Raw):       Marielle Heller --[No Operation]--> Marielle Heller --[(INV) written_by]--> The Diary of a Teenage Girl --[has_genre]--> Drama
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by baby boy actors
Start Entity:     Baby Boy
Gold Answer:      [['Kasi Lemmons', 'Langston Hughes', 'Scott Stewart', 'Peter Schink', 'Roberto Orci', 'Alex Kurtzman']]
Predicted Ans:    Peter Schink
Predicted Path:   Baby Boy --[starred_actors]--> Tyrese Gibson --[(INV) starred_actors]--> Legion --[written_by]--> Peter Schink
Path (Raw):       Baby Boy --[starred_actors]--> Tyrese Gibson --[(INV) starred_actors]--> Legion --[written_by]--> Peter Schink
Neg LogProb(↓):   0.528402
Path Entropy(↓):  1.137318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with vertigo fall under
Start Entity:     Vertigo
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Vertigo --[starred_actors]--> Kim Novak --[(INV) starred_actors]--> Picnic --[has_genre]--> Drama
Path (Raw):       Vertigo --[starred_actors]--> Kim Novak --[(INV) starred_actors]--> Picnic --[has_genre]--> Drama
Neg LogProb(↓):   0.245340
Path Entropy(↓):  0.836634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film along came a spider
Start Entity:     Along Came a Spider
Gold Answer:      [['Daniel Defoe', 'Paul Haggis', 'Steve Koren', "Mark O'Keefe", 'Luc Besson', 'David Klass', 'David Webb Peoples', 'Ken Friedman', 'Joseph Kosinski', 'David J. Burke', 'Scott Sanders', 'Patrick Quinn', 'Arthur Krystal', 'Mark Millar', 'David Franzoni', 'Grace Cary Bickley', 'Mark Spragg', 'Gene Lyons', 'Joe Conason', 'John Godey', 'Simon Moore', 'Charles Martin Smith', 'James Patterson', 'Steve Oedekerk', 'Derek Haas', 'Joseph Finder', 'Brad Silberling', 'Mark Jonathan Harris', 'Graham Yost', 'Charles Baxter', 'Guy Thomas', 'Justin Zackham', 'F.X. Toole', 'Peter Burchard', 'Lincoln Kirstein', 'Yuri Zeltser', 'Kevin Jarre', 'Drew Fellman', 'Jason Smilovic', 'Pen Densham', 'Robert Gould Shaw', 'John Wainwright', 'Michael Schiffer', 'Frank Darabont', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Michael Brandt', 'Chris Morgan', 'John Carlin', 'Alfred Uhry']]
Predicted Ans:    Steve Koren
Predicted Path:   Along Came a Spider --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Path (Raw):       Along Came a Spider --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Neg LogProb(↓):   0.825149
Path Entropy(↓):  2.040196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the substitute writers
Start Entity:     The Substitute
Gold Answer:      [['Norwegian', 'Danish']]
Predicted Ans:    Danish
Predicted Path:   The Substitute --[written_by]--> David S. Goyer --[(INV) written_by]--> The Substitute --[in_language]--> Danish
Path (Raw):       The Substitute --[written_by]--> David S. Goyer --[(INV) written_by]--> The Substitute --[in_language]--> Danish
Neg LogProb(↓):   0.008650
Path Entropy(↓):  0.049692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed films with richard lester
Start Entity:     Richard Lester
Gold Answer:      [['Stephen Herek', 'Richard Donner']]
Predicted Ans:    Richard Lester
Predicted Path:   Richard Lester --[(INV) directed_by]--> The Three Musketeers --[directed_by]--> Richard Lester
Path (Raw):       Richard Lester --[No Operation]--> Richard Lester --[(INV) directed_by]--> The Three Musketeers --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.493135
Path Entropy(↓):  0.945874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in escape from alcatraz
Start Entity:     Escape from Alcatraz
Gold Answer:      [['Wolfgang Petersen', 'Ted Post', 'Clint Eastwood', 'Basil Dearden', 'Robert Lorenz', 'Don Chaffey', 'Pat Verducci', 'Buddy Van Horn', 'Richard Benjamin', 'Raoul Walsh', 'Cy Endfield', 'Brian G. Hutton', 'Michael Cimino', 'Sergio Leone', 'James Fargo', 'David Cronenberg', 'Joshua Logan', 'Bretaigne Windust', 'John Sturges', 'Don Siegel', 'John Lee Hancock', 'Richard Tuggle', 'Arthur Hiller']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Escape from Alcatraz --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[directed_by]--> Clint Eastwood
Path (Raw):       Escape from Alcatraz --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   0.252354
Path Entropy(↓):  0.893068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie dracula
Start Entity:     Dracula
Gold Answer:      [['Robert Wise', 'John Schlesinger', 'Lew Landers', 'Richard Marquand', 'Mike Nichols', 'Adrian Lyne', 'Ivan Reitman', 'Ted Kotcheff', 'Klaus Kinski', 'Basil Dearden', 'Renny Harlin', 'Richard Fleischer', 'Tom Gries', 'Richard Kelly', 'Tim Whelan', 'Stuart Burge', 'Ulli Lommel', 'Rick Rosenthal', 'Damian Harris', 'Ron Howard', 'Kenneth Branagh', 'Alan Crosland', 'Stanley Kubrick', 'Rob Zombie', 'Erle C. Kenton', 'Otto Preminger', 'A.J. Kparr', 'George Lucas', 'Franklin J. Schaffner', 'Sidney Hayers', 'Steve Rash', 'Anatole Litvak', 'William K. Howard', 'Olivier Dahan', 'Joel Schumacher', 'John Carpenter', 'Tod Browning', 'George Roy Hill', 'Jean Yarbrough', 'Laurence Olivier', 'Robert Benton', 'William Nigh', 'Augusto Caminito', 'Frank Perry', 'Alfred Hitchcock', 'Don Siegel', 'Roger Corman', 'Frank McDonald', 'Tony Richardson', 'William Klein', 'Alexander Korda', 'Carl Reiner', 'David Worth', 'Oliver Parker', 'William Wyler', 'Edwin L. Marin', 'Robert Florey', 'Orson Welles', 'Mel Brooks', 'Joseph H. Lewis', 'Ralph Nelson', 'Rowland V. Lee', 'Edgar G. Ulmer', 'Joseph L. Mankiewicz', 'Brian De Palma', 'James McTeigue']]
Predicted Ans:    Damian Harris
Predicted Path:   Dracula --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Path (Raw):       Dracula --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Neg LogProb(↓):   1.078774
Path Entropy(↓):  2.126455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by keith barron
Start Entity:     Keith Barron
Gold Answer:      [['Michael Moorcock', 'Edgar Rice Burroughs']]
Predicted Ans:    Michael Moorcock
Predicted Path:   Keith Barron --[(INV) starred_actors]--> The Land That Time Forgot --[written_by]--> Michael Moorcock
Path (Raw):       Keith Barron --[No Operation]--> Keith Barron --[(INV) starred_actors]--> The Land That Time Forgot --[written_by]--> Michael Moorcock
Neg LogProb(↓):   0.293509
Path Entropy(↓):  0.567072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film python were in which genres
Start Entity:     Python
Gold Answer:      [['Horror', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Python --[starred_actors]--> Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Path (Raw):       Python --[starred_actors]--> Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Neg LogProb(↓):   0.404144
Path Entropy(↓):  0.772881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of art school confidential
Start Entity:     Art School Confidential
Gold Answer:      [['Daniel Clowes']]
Predicted Ans:    Daniel Clowes
Predicted Path:   Art School Confidential --[written_by]--> Daniel Clowes --[(INV) written_by]--> Art School Confidential --[written_by]--> Daniel Clowes
Path (Raw):       Art School Confidential --[written_by]--> Daniel Clowes --[(INV) written_by]--> Art School Confidential --[written_by]--> Daniel Clowes
Neg LogProb(↓):   0.003449
Path Entropy(↓):  0.022965
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the dark knight
Start Entity:     The Dark Knight
Gold Answer:      [['Christopher Nolan']]
Predicted Ans:    Christopher Nolan
Predicted Path:   The Dark Knight --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Dark Knight Rises --[directed_by]--> Christopher Nolan
Path (Raw):       The Dark Knight --[written_by]--> Christopher Nolan --[(INV) written_by]--> The Dark Knight Rises --[directed_by]--> Christopher Nolan
Neg LogProb(↓):   0.061588
Path Entropy(↓):  0.262879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does margaret field appear in
Start Entity:     Margaret Field
Gold Answer:      [['The Man from Planet X']]
Predicted Ans:    The Man from Planet X
Predicted Path:   Margaret Field --[(INV) starred_actors]--> The Man from Planet X --[starred_actors]--> Margaret Field --[(INV) starred_actors]--> The Man from Planet X
Path (Raw):       Margaret Field --[(INV) starred_actors]--> The Man from Planet X --[starred_actors]--> Margaret Field --[(INV) starred_actors]--> The Man from Planet X
Neg LogProb(↓):   0.147849
Path Entropy(↓):  0.493380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of hell comes to frogtown
Start Entity:     Hell Comes to Frogtown
Gold Answer:      [['Donald G. Jackson']]
Predicted Ans:    Donald G. Jackson
Predicted Path:   Hell Comes to Frogtown --[written_by]--> Randall Frakes --[(INV) written_by]--> Hell Comes to Frogtown --[directed_by]--> Donald G. Jackson
Path (Raw):       Hell Comes to Frogtown --[written_by]--> Randall Frakes --[(INV) written_by]--> Hell Comes to Frogtown --[directed_by]--> Donald G. Jackson
Neg LogProb(↓):   0.010944
Path Entropy(↓):  0.060191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor adrienne shelly acted together with who
Start Entity:     Adrienne Shelly
Gold Answer:      [['Martin Donovan', 'Claudia Christian', 'Clive Owen', 'Liana Liberato', 'Catherine Keener', 'Arye Gross']]
Predicted Ans:    Adrienne Shelly
Predicted Path:   Adrienne Shelly --[(INV) starred_actors]--> Hexed --[starred_actors]--> Adrienne Shelly
Path (Raw):       Adrienne Shelly --[No Operation]--> Adrienne Shelly --[(INV) starred_actors]--> Hexed --[starred_actors]--> Adrienne Shelly
Neg LogProb(↓):   0.683294
Path Entropy(↓):  0.751993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films directed by steven quale
Start Entity:     Steven Quale
Gold Answer:      [['2011', '2014', '2009']]
Predicted Ans:    2014
Predicted Path:   Steven Quale --[(INV) directed_by]--> Into the Storm --[release_year]--> 2014
Path (Raw):       Steven Quale --[No Operation]--> Steven Quale --[(INV) directed_by]--> Into the Storm --[release_year]--> 2014
Neg LogProb(↓):   0.864228
Path Entropy(↓):  1.134400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by stefan ruzowitzky in
Start Entity:     Stefan Ruzowitzky
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Stefan Ruzowitzky --[(INV) written_by]--> Anatomy --[in_language]--> German
Path (Raw):       Stefan Ruzowitzky --[No Operation]--> Stefan Ruzowitzky --[(INV) written_by]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   0.000149
Path Entropy(↓):  0.001560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of beethoven's 2nd starred who
Start Entity:     Beethoven's 2nd
Gold Answer:      [['Mel Harris', 'French Stewart', 'Michael J. Fox', 'James Belushi']]
Predicted Ans:    James Belushi
Predicted Path:   Beethoven's 2nd --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9 --[starred_actors]--> James Belushi
Path (Raw):       Beethoven's 2nd --[directed_by]--> Rod Daniel --[(INV) directed_by]--> K-9 --[starred_actors]--> James Belushi
Neg LogProb(↓):   0.092218
Path Entropy(↓):  0.306568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of they might be giants
Start Entity:     They Might Be Giants
Gold Answer:      [['The Lion in Winter', 'Robin and Marian', 'Nicholas and Alexandra']]
Predicted Ans:    Robin and Marian
Predicted Path:   They Might Be Giants --[written_by]--> James Goldman --[(INV) written_by]--> Robin and Marian
Path (Raw):       They Might Be Giants --[written_by]--> James Goldman --[No Operation]--> James Goldman --[(INV) written_by]--> Robin and Marian
Neg LogProb(↓):   0.512844
Path Entropy(↓):  1.154489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in carnosaur
Start Entity:     Carnosaur
Gold Answer:      [['Billy Bob Thornton', 'Calder Willingham', 'Paul Jarrico', 'Nel King', 'Ray Bradbury', 'Joyce Eliason']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   Carnosaur --[starred_actors]--> Diane Ladd --[(INV) starred_actors]--> Daddy and Them --[written_by]--> Billy Bob Thornton
Path (Raw):       Carnosaur --[starred_actors]--> Diane Ladd --[(INV) starred_actors]--> Daddy and Them --[written_by]--> Billy Bob Thornton
Neg LogProb(↓):   0.229087
Path Entropy(↓):  0.557325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the razor's edge
Start Entity:     The Razor's Edge
Gold Answer:      [['1975', '1939', '1950', '1952', '1938', '1929', '1947', '1932', '1941', '1937', '1930', '1943']]
Predicted Ans:    1950
Predicted Path:   The Razor's Edge --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Mister 880 --[release_year]--> 1950
Path (Raw):       The Razor's Edge --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Mister 880 --[release_year]--> 1950
Neg LogProb(↓):   1.847427
Path Entropy(↓):  2.687935
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote dikkenek
Start Entity:     Dikkenek
Gold Answer:      [['Olivier Van Hoofstadt']]
Predicted Ans:    Olivier Van Hoofstadt
Predicted Path:   Dikkenek --[written_by]--> Olivier Van Hoofstadt --[(INV) written_by]--> Dikkenek --[written_by]--> Olivier Van Hoofstadt
Path (Raw):       Dikkenek --[written_by]--> Olivier Van Hoofstadt --[(INV) written_by]--> Dikkenek --[written_by]--> Olivier Van Hoofstadt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by robert anderson released
Start Entity:     Robert Anderson
Gold Answer:      [['1966', '1970', '1956']]
Predicted Ans:    1970
Predicted Path:   Robert Anderson --[(INV) written_by]--> I Never Sang for My Father --[release_year]--> 1970
Path (Raw):       Robert Anderson --[No Operation]--> Robert Anderson --[(INV) written_by]--> I Never Sang for My Father --[release_year]--> 1970
Neg LogProb(↓):   0.647472
Path Entropy(↓):  1.014187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a little night music
Start Entity:     A Little Night Music
Gold Answer:      [['Faithless', 'Summer Interlude', 'Persona', 'Something for Everyone', 'Travels with My Aunt', 'The Magic Flute', 'After the Rehearsal', 'Crisis', 'Smiles of a Summer Night', 'Shame', 'Saraband', 'From the Life of the Marionettes', 'The Silence', 'The Passion of Anna', 'Port of Call', 'The Best Intentions', 'A Lesson in Love', 'All These Women', 'Face to Face', 'Wild Strawberries', 'Hour of the Wolf', 'Winter Light', 'Prison', 'The Seventh Seal', 'The Magician', 'Fanny and Alexander', 'Autumn Sonata', 'To Joy', 'Dreams', 'Private Confessions', "The Devil's Eye", 'Through a Glass Darkly', 'Torment']]
Predicted Ans:    Crisis
Predicted Path:   A Little Night Music --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Crisis
Path (Raw):       A Little Night Music --[No Operation]--> A Little Night Music --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Crisis
Neg LogProb(↓):   1.033343
Path Entropy(↓):  2.194408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film brave
Start Entity:     Brave
Gold Answer:      [['Irene Mecchi', 'Brenda Chapman', 'Mark Andrews', 'Steve Purcell']]
Predicted Ans:    Steve Purcell
Predicted Path:   Brave --[written_by]--> Steve Purcell --[(INV) written_by]--> Brave --[written_by]--> Steve Purcell
Path (Raw):       Brave --[written_by]--> Steve Purcell --[(INV) written_by]--> Brave --[written_by]--> Steve Purcell
Neg LogProb(↓):   0.154794
Path Entropy(↓):  0.575732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of jason eisener
Start Entity:     Jason Eisener
Gold Answer:      [['Adam Wingard', 'Eduardo Sánchez', 'Simon Barrett', 'Gareth Evans', 'Timo Tjahjanto', 'Gregg Hale']]
Predicted Ans:    Gareth Evans
Predicted Path:   Jason Eisener --[(INV) directed_by]--> V/H/S/2 --[directed_by]--> Gareth Evans
Path (Raw):       Jason Eisener --[No Operation]--> Jason Eisener --[(INV) directed_by]--> V/H/S/2 --[directed_by]--> Gareth Evans
Neg LogProb(↓):   0.871387
Path Entropy(↓):  1.250143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the leopard man director
Start Entity:     The Leopard Man
Gold Answer:      [['Waldo Salt', 'Alan Ormsby', 'DeWitt Bodeen', 'Ernest Haycox', 'David Goodis', 'Daniel Mainwaring', 'Margaret Carpenter']]
Predicted Ans:    Margaret Carpenter
Predicted Path:   The Leopard Man --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[written_by]--> Margaret Carpenter
Path (Raw):       The Leopard Man --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[written_by]--> Margaret Carpenter
Neg LogProb(↓):   0.804788
Path Entropy(↓):  1.140754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with rebel without a cause
Start Entity:     Rebel Without a Cause
Gold Answer:      [['Bitter Victory', 'The Savage Innocents', 'They Live by Night', 'On Dangerous Ground']]
Predicted Ans:    Bitter Victory
Predicted Path:   Rebel Without a Cause --[written_by]--> Nicholas Ray --[(INV) written_by]--> Bitter Victory
Path (Raw):       Rebel Without a Cause --[written_by]--> Nicholas Ray --[(INV) written_by]--> Bitter Victory --[No Operation]--> Bitter Victory
Neg LogProb(↓):   0.184012
Path Entropy(↓):  0.534497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by jerry reed
Start Entity:     Jerry Reed
Gold Answer:      [['Hal Needham', 'Thomas Rickman']]
Predicted Ans:    Hal Needham
Predicted Path:   Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit II --[written_by]--> Hal Needham
Path (Raw):       Jerry Reed --[No Operation]--> Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit II --[written_by]--> Hal Needham
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the world of henry orient
Start Entity:     The World of Henry Orient
Gold Answer:      [['Max von Sydow', 'Julie Andrews', 'Glenn Close', 'Sharon Gans', 'Chevy Chase', 'Robert Redford', 'Dean Martin', 'Robert Shaw', 'Robin Williams', 'Michael Sacks', 'Diane Lane', 'Paul Newman', 'Thelonious Bernard', 'Laurence Olivier', 'John Lithgow', 'Susan Sarandon', 'Bo Svenson', 'Michael Ontkean', 'Eugene Roche', 'Yvette Mimieux', 'Geraldine Page', 'Ron Leibman', 'Wendy Hiller']]
Predicted Ans:    Julie Andrews
Predicted Path:   The World of Henry Orient --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Path (Raw):       The World of Henry Orient --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Neg LogProb(↓):   0.209580
Path Entropy(↓):  0.701686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by saul williams
Start Entity:     Saul Williams
Gold Answer:      [['Sonja Sohn']]
Predicted Ans:    Saul Williams
Predicted Path:   Saul Williams --[(INV) starred_actors]--> Slam --[written_by]--> Saul Williams
Path (Raw):       Saul Williams --[No Operation]--> Saul Williams --[(INV) starred_actors]--> Slam --[written_by]--> Saul Williams
Neg LogProb(↓):   0.080676
Path Entropy(↓):  0.277387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by fanny brice were in which genres
Start Entity:     Fanny Brice
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fanny Brice --[(INV) starred_actors]--> Ziegfeld Follies --[has_genre]--> Comedy
Path (Raw):       Fanny Brice --[No Operation]--> Fanny Brice --[(INV) starred_actors]--> Ziegfeld Follies --[has_genre]--> Comedy
Neg LogProb(↓):   0.001827
Path Entropy(↓):  0.013337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by adam resnick were directed by who
Start Entity:     Adam Resnick
Gold Answer:      [['Nora Ephron']]
Predicted Ans:    Chris Elliott
Predicted Path:   Adam Resnick --[(INV) directed_by]--> Cabin Boy --[written_by]--> Chris Elliott
Path (Raw):       Adam Resnick --[No Operation]--> Adam Resnick --[(INV) directed_by]--> Cabin Boy --[written_by]--> Chris Elliott
Neg LogProb(↓):   0.271608
Path Entropy(↓):  0.681034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by the director of johnny english reborn starred who
Start Entity:     Johnny English Reborn
Gold Answer:      [['Alexandra Maria Lara', 'Diana Wynyard', 'Shirley Henderson', 'Anna Maxwell Martin', 'Frank Finlay', 'Joyce Redman', 'Robert Coote', 'Micheál MacLiammóir', 'Suzanne Cloutier', 'Ben Barnes', 'Kenneth Branagh', 'Paulette Goddard', 'Rupert Everett', 'Neve Campbell', 'Danny Huston', 'Minnie Driver', 'Cate Blanchett', 'Laurence Olivier', 'Laurence Fishburne', 'Helmut Berger', 'Michael Wilding', 'Hugh Williams', 'Orson Welles', 'Irène Jacob', 'Dennis Christopher', 'Maggie Smith']]
Predicted Ans:    Maggie Smith
Predicted Path:   Johnny English Reborn --[directed_by]--> Oliver Parker --[(INV) directed_by]--> Othello --[starred_actors]--> Maggie Smith
Path (Raw):       Johnny English Reborn --[directed_by]--> Oliver Parker --[(INV) directed_by]--> Othello --[starred_actors]--> Maggie Smith
Neg LogProb(↓):   0.319069
Path Entropy(↓):  1.062608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the unbroken director
Start Entity:     Unbroken
Gold Answer:      [['Bosnian']]
Predicted Ans:    Angelina Jolie
Predicted Path:   Unbroken --[directed_by]--> Angelina Jolie --[(INV) directed_by]--> Unbroken --[directed_by]--> Angelina Jolie
Path (Raw):       Unbroken --[directed_by]--> Angelina Jolie --[(INV) directed_by]--> Unbroken --[directed_by]--> Angelina Jolie
Neg LogProb(↓):   0.519420
Path Entropy(↓):  0.679442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies starred by lucky you actors release
Start Entity:     Lucky You
Gold Answer:      [['2003', '1992', '1993', '1985', '1935', '1984', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2000', '1997', '2005', '1999']]
Predicted Ans:    2004
Predicted Path:   Lucky You --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       Lucky You --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   0.357663
Path Entropy(↓):  1.133555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film once were warriors released
Start Entity:     Once Were Warriors
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Once Were Warriors --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Path (Raw):       Once Were Warriors --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Neg LogProb(↓):   3.148030
Path Entropy(↓):  4.666921
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with mad love
Start Entity:     Mad Love
Gold Answer:      [['Libertarias', 'Endgame', 'The Blood Spattered Bride']]
Predicted Ans:    Mad Love
Predicted Path:   Mad Love --[written_by]--> Vicente Aranda --[(INV) written_by]--> Mad Love
Path (Raw):       Mad Love --[written_by]--> Vicente Aranda --[(INV) written_by]--> Mad Love --[No Operation]--> Mad Love
Neg LogProb(↓):   0.642006
Path Entropy(↓):  1.127313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - wrote films with john paizs
Start Entity:     John Paizs
Gold Answer:      [['Ward Hawkins']]
Predicted Ans:    Ward Hawkins
Predicted Path:   John Paizs --[(INV) written_by]--> Crime Wave --[written_by]--> Ward Hawkins
Path (Raw):       John Paizs --[No Operation]--> John Paizs --[(INV) written_by]--> Crime Wave --[written_by]--> Ward Hawkins
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with becky sharp fall under
Start Entity:     Becky Sharp
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Becky Sharp --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[has_genre]--> Drama
Path (Raw):       Becky Sharp --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[has_genre]--> Drama
Neg LogProb(↓):   0.045485
Path Entropy(↓):  0.206267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with razorback fall under
Start Entity:     Razorback
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Razorback --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> The Lost Battalion --[has_genre]--> Action
Path (Raw):       Razorback --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> The Lost Battalion --[has_genre]--> Action
Neg LogProb(↓):   0.182992
Path Entropy(↓):  0.492036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed g. o. r. a.
Start Entity:     G.O.R.A.
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   G.O.R.A. --[directed_by]--> Ömer Faruk Sorak --[(INV) directed_by]--> Vizontele --[release_year]--> 2001
Path (Raw):       G.O.R.A. --[directed_by]--> Ömer Faruk Sorak --[(INV) directed_by]--> Vizontele --[release_year]--> 2001
Neg LogProb(↓):   0.461836
Path Entropy(↓):  0.658889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by ron davis released
Start Entity:     Ron Davis
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Ron Davis --[(INV) directed_by]--> Pageant --[release_year]--> 2008
Path (Raw):       Ron Davis --[No Operation]--> Ron Davis --[(INV) directed_by]--> Pageant --[release_year]--> 2008
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with an unforgettable summer fall under
Start Entity:     An Unforgettable Summer
Gold Answer:      [['Romance', 'Music', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   An Unforgettable Summer --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Love Crime --[has_genre]--> Thriller
Path (Raw):       An Unforgettable Summer --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Love Crime --[has_genre]--> Thriller
Neg LogProb(↓):   0.764451
Path Entropy(↓):  1.628586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the merrill's marauders director
Start Entity:     Merrill's Marauders
Gold Answer:      [['Samuel Fuller', 'Curtis Hanson', 'Harry Kleiner', 'Romain Gary']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Merrill's Marauders --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Big Red One --[written_by]--> Samuel Fuller
Path (Raw):       Merrill's Marauders --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Big Red One --[written_by]--> Samuel Fuller
Neg LogProb(↓):   0.770846
Path Entropy(↓):  1.541340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie lemmy
Start Entity:     Lemmy
Gold Answer:      [['Lemmy']]
Predicted Ans:    Lemmy
Predicted Path:   Lemmy --[starred_actors]--> Lemmy --[starred_actors]--> Lemmy --[starred_actors]--> Lemmy
Path (Raw):       Lemmy --[starred_actors]--> Lemmy --[starred_actors]--> Lemmy --[starred_actors]--> Lemmy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the taming of the shrew actors release
Start Entity:     The Taming of the Shrew
Gold Answer:      [['1954', '1944', '2003', '1959', '1967', '1984', '1977', '1968', '1963', '2009', '1957', '1951', '1982', '1953', '1947', '1956', '1948', '1972', '1971', '1955', '1934', '1978', '1964', '1966', '1950', '1960', '1991', '1965', '1969', '1952', '1958']]
Predicted Ans:    1958
Predicted Path:   The Taming of the Shrew --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       The Taming of the Shrew --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   1.153865
Path Entropy(↓):  1.979070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of rodney carrington written films
Start Entity:     Rodney Carrington
Gold Answer:      [['Michael Salomon']]
Predicted Ans:    Michael Salomon
Predicted Path:   Rodney Carrington --[(INV) starred_actors]--> Beer for My Horses --[directed_by]--> Michael Salomon
Path (Raw):       Rodney Carrington --[No Operation]--> Rodney Carrington --[(INV) starred_actors]--> Beer for My Horses --[directed_by]--> Michael Salomon
Neg LogProb(↓):   0.001088
Path Entropy(↓):  0.008861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by wayne coyne were released in which years
Start Entity:     Wayne Coyne
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Wayne Coyne --[(INV) written_by]--> Christmas on Mars --[release_year]--> 2008
Path (Raw):       Wayne Coyne --[No Operation]--> Wayne Coyne --[(INV) written_by]--> Christmas on Mars --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in first knight
Start Entity:     First Knight
Gold Answer:      [['1980', '1970', '1954', '2008', '2003', '1992', '1959', '1993', '1916', '1985', '1967', '1979', '1974', '1984', '2007', '1968', '1963', '1998', '2009', '1982', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '1996', '2002', '1981', '1961', '2012', '2011', '2013', '1962', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '2005', '1969', '1965', '1999', '1987', '1986']]
Predicted Ans:    1974
Predicted Path:   First Knight --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Path (Raw):       First Knight --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Neg LogProb(↓):   0.682875
Path Entropy(↓):  2.096635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in uhf
Start Entity:     UHF
Gold Answer:      [['Howard Estabrook', 'Hugh Walpole', 'Jack Finney', 'Charles Dickens', 'Daniel Mainwaring', 'Peter Stone', 'Howard Fast']]
Predicted Ans:    Jack Finney
Predicted Path:   UHF --[starred_actors]--> Kevin McCarthy --[(INV) starred_actors]--> Invasion of the Body Snatchers --[written_by]--> Jack Finney
Path (Raw):       UHF --[starred_actors]--> Kevin McCarthy --[(INV) starred_actors]--> Invasion of the Body Snatchers --[written_by]--> Jack Finney
Neg LogProb(↓):   0.788829
Path Entropy(↓):  1.100795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in lady liberty
Start Entity:     Lady Liberty
Gold Answer:      [['John Schlesinger', 'Jean Negulesco', 'Carol Reed', 'Henry Hathaway', 'Melville Shavelson', 'Anthony Mann', 'Ettore Scola', 'Michael Curtiz', 'Stanley Kramer', 'Michael Winner', 'Vittorio De Sica', 'Stanley Donen', 'Howard Deutch', 'Alfred Hitchcock', 'John Flynn', 'Tinto Brass', 'Delbert Mann', 'Lynne Littman', 'Pietro Francisci', 'Tahmineh Milani', 'Edoardo Ponti', 'Arthur Hiller', 'Robby Henson']]
Predicted Ans:    Melville Shavelson
Predicted Path:   Lady Liberty --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[directed_by]--> Melville Shavelson
Path (Raw):       Lady Liberty --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[directed_by]--> Melville Shavelson
Neg LogProb(↓):   0.775791
Path Entropy(↓):  1.590609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the sniper also wrote movies
Start Entity:     The Sniper
Gold Answer:      [['The Young Savages', 'Sands of Iwo Jima', 'Becket', 'A Walk in the Sun', 'Jeremiah Johnson', 'The Holcroft Covenant', 'Eight Iron Men', 'All the Brothers Were Valiant', 'A Place in the Sun', 'Hour of the Gun', 'The Pride and the Passion', 'El Dorado']]
Predicted Ans:    The Holcroft Covenant
Predicted Path:   The Sniper --[written_by]--> Edward Anhalt --[(INV) written_by]--> The Holcroft Covenant
Path (Raw):       The Sniper --[written_by]--> Edward Anhalt --[(INV) written_by]--> The Holcroft Covenant --[No Operation]--> The Holcroft Covenant
Neg LogProb(↓):   0.441302
Path Entropy(↓):  1.121387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of savages was who
Start Entity:     Savages
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    James Ivory
Predicted Path:   Savages --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[directed_by]--> James Ivory
Path (Raw):       Savages --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[directed_by]--> James Ivory
Neg LogProb(↓):   0.233376
Path Entropy(↓):  0.549649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie meet the spartans are written by who
Start Entity:     Meet the Spartans
Gold Answer:      [['Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Jason Friedberg
Predicted Path:   Meet the Spartans --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Disaster Movie --[written_by]--> Jason Friedberg
Path (Raw):       Meet the Spartans --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Disaster Movie --[written_by]--> Jason Friedberg
Neg LogProb(↓):   1.133485
Path Entropy(↓):  1.662782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by anna kendrick
Start Entity:     Anna Kendrick
Gold Answer:      [['Jason Robert Brown', 'Chris Matheson', 'Jacob Koskoff', 'Stephen Sondheim', 'Patrick Tobin', 'Joe Swanberg', 'Will Reiser', 'James Lapine', 'Jeffrey Blitz', 'Michael R. Perry', 'Mickey Rapkin', 'Todd Louiso']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Path (Raw):       Anna Kendrick --[No Operation]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Neg LogProb(↓):   0.219530
Path Entropy(↓):  0.707440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by joseph conrad
Start Entity:     Joseph Conrad
Gold Answer:      [['Patricia Arquette', 'Eli Wallach', 'Trevor Howard', 'Arnold Schwarzenegger', 'Ralph Richardson', 'Alexandre Landry', 'Bob Hoskins', 'Wendy Hiller', 'Robert Morley', "Peter O'Toole", 'James Mason']]
Predicted Ans:    James Mason
Predicted Path:   Joseph Conrad --[(INV) written_by]--> Lord Jim --[starred_actors]--> James Mason
Path (Raw):       Joseph Conrad --[No Operation]--> Joseph Conrad --[(INV) written_by]--> Lord Jim --[starred_actors]--> James Mason
Neg LogProb(↓):   0.368331
Path Entropy(↓):  0.674182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did leo gordon write
Start Entity:     Leo Gordon
Gold Answer:      [["You Can't Win 'Em All", 'Attack of the Giant Leeches', 'Tobruk']]
Predicted Ans:    You Can't Win 'Em All
Predicted Path:   Leo Gordon --[(INV) written_by]--> You Can't Win 'Em All --[written_by]--> Leo Gordon --[(INV) written_by]--> You Can't Win 'Em All
Path (Raw):       Leo Gordon --[(INV) written_by]--> You Can't Win 'Em All --[written_by]--> Leo Gordon --[(INV) written_by]--> You Can't Win 'Em All
Neg LogProb(↓):   0.018908
Path Entropy(↓):  0.111120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by veiko ounpuu were in which genres
Start Entity:     Veiko Õunpuu
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Veiko Õunpuu --[(INV) directed_by]--> Autumn Ball --[has_genre]--> Drama
Path (Raw):       Veiko Õunpuu --[No Operation]--> Veiko Õunpuu --[(INV) directed_by]--> Autumn Ball --[has_genre]--> Drama
Neg LogProb(↓):   0.003410
Path Entropy(↓):  0.022748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with only when i laugh in
Start Entity:     Only When I Laugh
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Only When I Laugh --[starred_actors]--> James Coco --[(INV) starred_actors]--> Man of La Mancha --[in_language]--> English
Path (Raw):       Only When I Laugh --[starred_actors]--> James Coco --[(INV) starred_actors]--> Man of La Mancha --[in_language]--> English
Neg LogProb(↓):   0.352673
Path Entropy(↓):  0.878635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by marika green were released in which years
Start Entity:     Marika Green
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Marika Green --[(INV) starred_actors]--> Pickpocket --[release_year]--> 1959
Path (Raw):       Marika Green --[No Operation]--> Marika Green --[(INV) starred_actors]--> Pickpocket --[release_year]--> 1959
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by the general's daughter actors
Start Entity:     The General's Daughter
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The General's Daughter --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Path (Raw):       The General's Daughter --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Neg LogProb(↓):   0.812491
Path Entropy(↓):  1.811793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with eric hughes
Start Entity:     Eric Hughes
Gold Answer:      [['Clive Cussler', 'Adam Kennedy']]
Predicted Ans:    Clive Cussler
Predicted Path:   Eric Hughes --[(INV) written_by]--> Raise the Titanic --[written_by]--> Clive Cussler
Path (Raw):       Eric Hughes --[No Operation]--> Eric Hughes --[(INV) written_by]--> Raise the Titanic --[written_by]--> Clive Cussler
Neg LogProb(↓):   0.001306
Path Entropy(↓):  0.010762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of ransom
Start Entity:     Ransom
Gold Answer:      [['Cocoon', 'The Dilemma', 'Grand Theft Auto', 'Splash', 'Rush', 'A Beautiful Mind', 'Backdraft', 'Night Shift', 'Parenthood', 'Willow', 'The Missing', 'The Paper', 'Cinderella Man', 'Far and Away', 'Apollo 13', 'Frost/Nixon', 'The Da Vinci Code', 'Gung Ho']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   Ransom --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code
Path (Raw):       Ransom --[No Operation]--> Ransom --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code
Neg LogProb(↓):   0.682699
Path Entropy(↓):  1.503428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the playboys
Start Entity:     The Playboys
Gold Answer:      [['1970', '2003', '1992', '2006', '1967', '1974', '1984', '2007', '2009', '1951', '2010', '2004', '1982', '2014', '1994', '1983', '1995', '1971', '1990', '1996', '1981', '2011', '1997', '1960', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   The Playboys --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Path (Raw):       The Playboys --[starred_actors]--> Aidan Quinn --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   0.786494
Path Entropy(↓):  1.845776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in stolen
Start Entity:     Stolen
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '1973', '1947', '2014', '1994', '1983', '1995', '1972', '1971', '1990', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2013
Predicted Path:   Stolen --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Path (Raw):       Stolen --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Neg LogProb(↓):   0.797606
Path Entropy(↓):  1.963632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the king's whore
Start Entity:     The King's Whore
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   The King's Whore --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       The King's Whore --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.797478
Path Entropy(↓):  4.388092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film chandu the magician
Start Entity:     Chandu the Magician
Gold Answer:      [['1944', '2006', '1935', '1979', '1941', '1963', '1939', '1953', '1932', '1931', '1943', '1942', '1940', '2012', '1955', '1934', '1945', '1937', '1928', '1930']]
Predicted Ans:    1935
Predicted Path:   Chandu the Magician --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[release_year]--> 1935
Path (Raw):       Chandu the Magician --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[release_year]--> 1935
Neg LogProb(↓):   0.956150
Path Entropy(↓):  2.070315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by ben best fall under
Start Entity:     Ben Best
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ben Best --[(INV) written_by]--> Your Highness --[has_genre]--> Comedy
Path (Raw):       Ben Best --[No Operation]--> Ben Best --[(INV) written_by]--> Your Highness --[has_genre]--> Comedy
Neg LogProb(↓):   0.000577
Path Entropy(↓):  0.004881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does elena fabrizi appear in
Start Entity:     Elena Fabrizi
Gold Answer:      [['Acqua e sapone']]
Predicted Ans:    Acqua e sapone
Predicted Path:   Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone --[starred_actors]--> Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone
Path (Raw):       Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone --[starred_actors]--> Elena Fabrizi --[(INV) starred_actors]--> Acqua e sapone
Neg LogProb(↓):   0.386596
Path Entropy(↓):  0.714100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to metroland
Start Entity:     Metroland
Gold Answer:      [['christian bale']]
Predicted Ans:    christian bale
Predicted Path:   Metroland --[written_by]--> Adrian Hodges --[(INV) written_by]--> Metroland --[has_tags]--> christian bale
Path (Raw):       Metroland --[written_by]--> Adrian Hodges --[(INV) written_by]--> Metroland --[has_tags]--> christian bale
Neg LogProb(↓):   0.827191
Path Entropy(↓):  1.008271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of beyond the valley of the dolls were directed by who
Start Entity:     Beyond the Valley of the Dolls
Gold Answer:      [['Russ Meyer']]
Predicted Ans:    Russ Meyer
Predicted Path:   Beyond the Valley of the Dolls --[written_by]--> Russ Meyer --[(INV) written_by]--> Beyond the Valley of the Dolls --[directed_by]--> Russ Meyer
Path (Raw):       Beyond the Valley of the Dolls --[written_by]--> Russ Meyer --[(INV) written_by]--> Beyond the Valley of the Dolls --[directed_by]--> Russ Meyer
Neg LogProb(↓):   0.412595
Path Entropy(↓):  0.971016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film suspiria were in which genres
Start Entity:     Suspiria
Gold Answer:      [['Drama', 'Horror', 'Western', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Suspiria --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Path (Raw):       Suspiria --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.296827
Path Entropy(↓):  1.033839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the warlords
Start Entity:     The Warlords
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Warlords --[directed_by]--> Peter Chan --[(INV) directed_by]--> The Love Letter --[has_genre]--> Comedy
Path (Raw):       The Warlords --[directed_by]--> Peter Chan --[(INV) directed_by]--> The Love Letter --[has_genre]--> Comedy
Neg LogProb(↓):   0.000341
Path Entropy(↓):  0.003233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the body double director
Start Entity:     Body Double
Gold Answer:      [['Armitage Trail', 'Theodore Dreiser', 'John Farris', 'Wilford Leach', 'David Mamet', 'Oliver Stone', 'Lawrence D. Cohen', 'Michael Cristofer', 'David Rabe', 'Daniel Lang', 'David Koepp', 'Alain Corneau', 'Edwin Torres', 'John Thomas', 'Graham Yost', 'James Ellroy', 'Paul Schrader', 'Eliot Ness', 'Jim Thomas', 'Louisa Rose', 'Stephen King', 'Jordan Crittenden', 'Brian De Palma', 'Tom Wolfe']]
Predicted Ans:    David Rabe
Predicted Path:   Body Double --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Path (Raw):       Body Double --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Neg LogProb(↓):   0.887261
Path Entropy(↓):  1.811223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in sorry, haters
Start Entity:     Sorry, Haters
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sorry, Haters --[starred_actors]--> Robin Wright --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Path (Raw):       Sorry, Haters --[starred_actors]--> Robin Wright --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Neg LogProb(↓):   0.174018
Path Entropy(↓):  0.443515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film aka released
Start Entity:     AKA
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   AKA --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Path (Raw):       AKA --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Neg LogProb(↓):   3.540732
Path Entropy(↓):  4.611262
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mr. t is a co - star of who
Start Entity:     Mr. T
Gold Answer:      [['Adam Baldwin', 'Max Gail']]
Predicted Ans:    Adam Baldwin
Predicted Path:   Mr. T --[(INV) starred_actors]--> D.C. Cab --[starred_actors]--> Adam Baldwin
Path (Raw):       Mr. T --[No Operation]--> Mr. T --[(INV) starred_actors]--> D.C. Cab --[starred_actors]--> Adam Baldwin
Neg LogProb(↓):   0.000477
Path Entropy(↓):  0.004375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the little rascals
Start Entity:     The Little Rascals
Gold Answer:      [['Fred Wolf', 'Jonathan King', 'Craig Mazin', 'Mike Myers', 'Penelope Spheeris', 'Greg Erb']]
Predicted Ans:    Penelope Spheeris
Predicted Path:   The Little Rascals --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization --[written_by]--> Penelope Spheeris
Path (Raw):       The Little Rascals --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Decline of Western Civilization --[written_by]--> Penelope Spheeris
Neg LogProb(↓):   0.263679
Path Entropy(↓):  0.798298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of edgar selwyn directed movies
Start Entity:     Edgar Selwyn
Gold Answer:      [['Charles MacArthur', 'Edward Knoblock', 'Faith Baldwin']]
Predicted Ans:    Clarence Brown
Predicted Path:   Edgar Selwyn --[(INV) written_by]--> Possessed --[directed_by]--> Clarence Brown
Path (Raw):       Edgar Selwyn --[No Operation]--> Edgar Selwyn --[(INV) written_by]--> Possessed --[directed_by]--> Clarence Brown
Neg LogProb(↓):   0.712986
Path Entropy(↓):  1.276006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by sian breckin were in which genres
Start Entity:     Sian Breckin
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Sian Breckin --[(INV) starred_actors]--> Donkey Punch --[has_genre]--> Horror
Path (Raw):       Sian Breckin --[No Operation]--> Sian Breckin --[(INV) starred_actors]--> Donkey Punch --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie black robe
Start Entity:     Black Robe
Gold Answer:      [['Robert Lepage', 'Charles Haid']]
Predicted Ans:    Robert Lepage
Predicted Path:   Black Robe --[starred_actors]--> Lothaire Bluteau --[(INV) starred_actors]--> The Confessional --[directed_by]--> Robert Lepage
Path (Raw):       Black Robe --[starred_actors]--> Lothaire Bluteau --[(INV) starred_actors]--> The Confessional --[directed_by]--> Robert Lepage
Neg LogProb(↓):   0.163178
Path Entropy(↓):  0.466915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe simon
Start Entity:     Simon
Gold Answer:      [['euthanasia']]
Predicted Ans:    euthanasia
Predicted Path:   Simon --[has_tags]--> euthanasia --[(INV) has_tags]--> Simon --[has_tags]--> euthanasia
Path (Raw):       Simon --[has_tags]--> euthanasia --[(INV) has_tags]--> Simon --[has_tags]--> euthanasia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ed o'neill were directed by who
Start Entity:     Ed O'Neill
Gold Answer:      [['Steve James', 'Peter Faiman']]
Predicted Ans:    Peter Faiman
Predicted Path:   Ed O'Neill --[(INV) starred_actors]--> Dutch --[directed_by]--> Peter Faiman
Path (Raw):       Ed O'Neill --[No Operation]--> Ed O'Neill --[(INV) starred_actors]--> Dutch --[directed_by]--> Peter Faiman
Neg LogProb(↓):   0.035480
Path Entropy(↓):  0.175053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in tightrope
Start Entity:     Tightrope
Gold Answer:      [['Sport', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Tightrope --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Gran Torino --[has_genre]--> Drama
Path (Raw):       Tightrope --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Gran Torino --[has_genre]--> Drama
Neg LogProb(↓):   1.347703
Path Entropy(↓):  2.230896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by mark whiting fall under
Start Entity:     Mark Whiting
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Mark Whiting --[(INV) written_by]--> Apple Jack --[has_genre]--> Short
Path (Raw):       Mark Whiting --[No Operation]--> Mark Whiting --[(INV) written_by]--> Apple Jack --[has_genre]--> Short
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the killers
Start Entity:     The Killers
Gold Answer:      [['Dean Harens', 'Elvis Presley', 'Clint Eastwood', 'Joan Lorring', 'Gregory Peck', 'Michael Caine', 'Robert Mitchum', 'Lauren Bacall', 'Lew Ayres', 'Walter Matthau', 'Burt Lancaster', 'Donald Sutherland', 'Charles Bronson', 'Evelyn Ankers', 'Audie Murphy', 'Susan Clark', 'Steve McQueen', 'Ida Lupino', 'Henry Fonda', 'Brooke Adams', 'Howard Duff', 'Lee J. Cobb', 'Barbara Stanwyck', 'Barbara Eden', 'Rip Torn', 'Wendell Corey', 'Natascha McElhone', 'Walter Huston', 'Sydney Greenstreet', 'Lee Remick', 'Ava Gardner', 'Ken Wahl', 'Neville Brand', 'Frank Faylen', 'Emile Meyer', 'Leo Gordon', 'Jane Greer', 'Richard Whorf', 'George Coulouris', 'James Mason', 'James Stewart', 'Joe Don Baker', 'Ron Howard', 'Jüri Järvet', 'Natalya Bondarchuk', 'Donatas Banionis', 'Ella Raines', 'Charles Laughton', 'Olivia de Havilland', 'Shirley MacLaine', 'John Wayne', 'Melvyn Douglas', 'Stanley Ridges', 'Igor Fomchenko', 'Bette Midler', 'Geraldine Page', 'Charlotte Rampling', 'Steve Cochran', 'Dana Wynter', 'Donald Pleasence', 'Jon Hall', 'Patrick McGoohan', 'Maria Montez', 'Sabu', 'Richard Widmark', 'George Clooney', 'Erland Josephson', 'Veronica Cartwright', 'Jack Warden', 'Ivan Lapikov', 'Stepan Krylov', 'Valentin Zubkov', 'Paul Newman', 'Kevin McCarthy', 'Gene Kelly', 'Andrew Robinson', 'Deanna Durbin', 'Margarita Terekhova', 'Ignat Daniltsev', 'Peter Lorre']]
Predicted Ans:    Burt Lancaster
Predicted Path:   The Killers --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[starred_actors]--> Burt Lancaster
Path (Raw):       The Killers --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.300135
Path Entropy(↓):  1.102647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the transporter
Start Entity:     The Transporter
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   The Transporter --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[has_genre]--> Action
Path (Raw):       The Transporter --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[has_genre]--> Action
Neg LogProb(↓):   0.301269
Path Entropy(↓):  0.875888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by hugh costello
Start Entity:     Hugh Costello
Gold Answer:      [['Bob Balaban']]
Predicted Ans:    Bob Balaban
Predicted Path:   Hugh Costello --[(INV) written_by]--> Bernard and Doris --[directed_by]--> Bob Balaban
Path (Raw):       Hugh Costello --[No Operation]--> Hugh Costello --[(INV) written_by]--> Bernard and Doris --[directed_by]--> Bob Balaban
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by graham chapman fall under
Start Entity:     Graham Chapman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Graham Chapman --[(INV) starred_actors]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Path (Raw):       Graham Chapman --[No Operation]--> Graham Chapman --[(INV) starred_actors]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Neg LogProb(↓):   0.000490
Path Entropy(↓):  0.004275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by little man tate actors
Start Entity:     Little Man Tate
Gold Answer:      [['Adrian Lyne', 'Dennis Hopper', 'Spike Lee', 'Jonathan Demme', 'Neill Blomkamp', 'Richard Donner', 'Michael Apted', 'Roman Polanski', 'Mark Levin', 'Jennifer Flackett', 'Tony Bill', 'Nicolas Gessner', 'Alan Parker', 'Jon Amiel', 'Robert Schwentke', 'Neil Jordan', 'Andy Tennant', 'Robert Zemeckis', 'Tony Richardson', 'David Fincher', 'Jonathan Kaplan', 'Jodie Foster', 'Delphine Gleize', 'Gary Nelson']]
Predicted Ans:    Spike Lee
Predicted Path:   Little Man Tate --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       Little Man Tate --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.111356
Path Entropy(↓):  0.517387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the bubble
Start Entity:     The Bubble
Gold Answer:      [['Ohad Knoller', 'Oz Zehavi', 'Lior Ashkenazi', 'Caroline Peters', 'Knut Berger']]
Predicted Ans:    Lior Ashkenazi
Predicted Path:   The Bubble --[directed_by]--> Eytan Fox --[(INV) directed_by]--> Walk on Water --[starred_actors]--> Lior Ashkenazi
Path (Raw):       The Bubble --[directed_by]--> Eytan Fox --[(INV) directed_by]--> Walk on Water --[starred_actors]--> Lior Ashkenazi
Neg LogProb(↓):   0.000853
Path Entropy(↓):  0.007785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film 16 to life released
Start Entity:     16 to Life
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   16 to Life --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       16 to Life --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.624797
Path Entropy(↓):  4.727602
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by alan sillitoe
Start Entity:     Alan Sillitoe
Gold Answer:      [['Albert Finney', 'Tom Courtenay', 'Michael Redgrave']]
Predicted Ans:    Albert Finney
Predicted Path:   Alan Sillitoe --[(INV) written_by]--> Saturday Night and Sunday Morning --[starred_actors]--> Albert Finney
Path (Raw):       Alan Sillitoe --[No Operation]--> Alan Sillitoe --[(INV) written_by]--> Saturday Night and Sunday Morning --[starred_actors]--> Albert Finney
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in shark attack
Start Entity:     Shark Attack
Gold Answer:      [['Horror', 'Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Shark Attack --[starred_actors]--> Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Path (Raw):       Shark Attack --[starred_actors]--> Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Neg LogProb(↓):   0.389722
Path Entropy(↓):  0.630599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the o lucky man! director
Start Entity:     O Lucky Man!
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   O Lucky Man! --[directed_by]--> Lindsay Anderson --[(INV) directed_by]--> If.... --[in_language]--> English
Path (Raw):       O Lucky Man! --[directed_by]--> Lindsay Anderson --[(INV) directed_by]--> If.... --[in_language]--> English
Neg LogProb(↓):   0.002979
Path Entropy(↓):  0.020281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor blake delong appeared in the same movie with who
Start Entity:     Blake DeLong
Gold Answer:      [['Robyn Rikoon', 'James Hand']]
Predicted Ans:    Blake DeLong
Predicted Path:   Blake DeLong --[(INV) starred_actors]--> Thank You a Lot --[starred_actors]--> Blake DeLong
Path (Raw):       Blake DeLong --[No Operation]--> Blake DeLong --[(INV) starred_actors]--> Thank You a Lot --[starred_actors]--> Blake DeLong
Neg LogProb(↓):   0.141456
Path Entropy(↓):  0.427426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the film how stella got her groove back
Start Entity:     How Stella Got Her Groove Back
Gold Answer:      [['Kevin Rodney Sullivan']]
Predicted Ans:    Kevin Rodney Sullivan
Predicted Path:   How Stella Got Her Groove Back --[directed_by]--> Kevin Rodney Sullivan --[(INV) directed_by]--> Guess Who --[directed_by]--> Kevin Rodney Sullivan
Path (Raw):       How Stella Got Her Groove Back --[directed_by]--> Kevin Rodney Sullivan --[(INV) directed_by]--> Guess Who --[directed_by]--> Kevin Rodney Sullivan
Neg LogProb(↓):   0.111440
Path Entropy(↓):  0.336905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in marcos palmeira acted films
Start Entity:     Marcos Palmeira
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Marcos Palmeira --[(INV) starred_actors]--> O Homem Que Desafiou o Diabo --[in_language]--> Portuguese
Path (Raw):       Marcos Palmeira --[No Operation]--> Marcos Palmeira --[(INV) starred_actors]--> O Homem Que Desafiou o Diabo --[in_language]--> Portuguese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the search were released in which years
Start Entity:     The Search
Gold Answer:      [['1949', '1948', '1933', '1944', '1957', '1960', '1950', '1951', '1959', '1953', '1935', '1961', '1958']]
Predicted Ans:    1959
Predicted Path:   The Search --[starred_actors]--> Montgomery Clift --[(INV) starred_actors]--> Suddenly, Last Summer --[release_year]--> 1959
Path (Raw):       The Search --[starred_actors]--> Montgomery Clift --[(INV) starred_actors]--> Suddenly, Last Summer --[release_year]--> 1959
Neg LogProb(↓):   0.460506
Path Entropy(↓):  1.164722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed a tale of two cities
Start Entity:     A Tale of Two Cities
Gold Answer:      [['English']]
Predicted Ans:    Libeled Lady
Predicted Path:   A Tale of Two Cities --[directed_by]--> Jack Conway --[(INV) directed_by]--> Libeled Lady
Path (Raw):       A Tale of Two Cities --[directed_by]--> Jack Conway --[(INV) directed_by]--> Libeled Lady --[No Operation]--> Libeled Lady
Neg LogProb(↓):   1.260809
Path Entropy(↓):  2.435255
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote performance
Start Entity:     Performance
Gold Answer:      [['David Keith', 'Cathy Moriarty']]
Predicted Ans:    Mick Jagger
Predicted Path:   Performance --[written_by]--> Donald Cammell --[(INV) written_by]--> Performance --[starred_actors]--> Mick Jagger
Path (Raw):       Performance --[written_by]--> Donald Cammell --[(INV) written_by]--> Performance --[starred_actors]--> Mick Jagger
Neg LogProb(↓):   0.003467
Path Entropy(↓):  0.023556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in the offence
Start Entity:     The Offence
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Offence --[starred_actors]--> Trevor Howard --[(INV) starred_actors]--> The Night Visitor --[has_genre]--> Thriller
Path (Raw):       The Offence --[starred_actors]--> Trevor Howard --[(INV) starred_actors]--> The Night Visitor --[has_genre]--> Thriller
Neg LogProb(↓):   0.725618
Path Entropy(↓):  1.326584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed paris
Start Entity:     Paris
Gold Answer:      [['Agnès Jaoui', 'Zinedine Soualem', 'Renée Le Calm', 'Olivier Py', 'Garance Clavel', 'Catherine Frot']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Paris --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> Family Resemblances --[starred_actors]--> Agnès Jaoui
Path (Raw):       Paris --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> Family Resemblances --[starred_actors]--> Agnès Jaoui
Neg LogProb(↓):   0.013101
Path Entropy(↓):  0.072382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film eye of the tiger
Start Entity:     Eye of the Tiger
Gold Answer:      [['John Cassavetes', 'W.D. Richter', 'Joe Hyams', 'Stephen King', 'Alexandre Rockwell', 'Robbie Robertson', 'Jack London', 'John Milius', 'Paul Schrader', 'Robert Gittler', 'Dennis Aaberg', 'John Goldrosen']]
Predicted Ans:    Jack London
Predicted Path:   Eye of the Tiger --[starred_actors]--> Seymour Cassel --[(INV) starred_actors]--> White Fang --[written_by]--> Jack London
Path (Raw):       Eye of the Tiger --[starred_actors]--> Seymour Cassel --[(INV) starred_actors]--> White Fang --[written_by]--> Jack London
Neg LogProb(↓):   0.693765
Path Entropy(↓):  0.698875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in all the pretty horses
Start Entity:     All the Pretty Horses
Gold Answer:      [['David Hubbard', 'Pedro Almodóvar', 'N. Richard Nash', 'Patricia Highsmith', 'Luc Besson', 'Michael Hoffman', 'Neill Blomkamp', 'Agustín Díaz Yanes', 'George Clooney', 'Louis de Bernières', 'Mateo Gil', 'Benjamin Mee', 'Clive Cussler', 'Grant Heslov', 'Robert Ludlum', 'Ben Affleck', 'John Krasinski', 'Philip K. Dick', 'Nicholas Meyer', 'Richard LaGravenese', 'Cormac McCarthy', 'Gus Van Sant', 'Philip Roth', 'Steven Pressfield', 'Casey Affleck', 'Dave Eggers', 'Francis Ford Coppola', 'John Grisham', 'Matt Damon', 'Scott Z. Burns', 'Eric Roth', 'Jake Paltrow', 'Marguerite Roberts', 'Kurt Eichenwald', 'Charles Portis', 'Anthony Minghella', 'Cameron Crowe', 'Sergio Castellitto', 'Tony Gilroy', 'William Monahan', 'Larry Charles', 'Bob Dylan', 'Alejandro Amenábar', 'Robert M. Edsel', 'Scott Thorson', 'Manuel Gómez Pereira', 'John Carlin', 'George Nolfi']]
Predicted Ans:    Sergio Castellitto
Predicted Path:   All the Pretty Horses --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[written_by]--> Sergio Castellitto
Path (Raw):       All the Pretty Horses --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Don't Move --[written_by]--> Sergio Castellitto
Neg LogProb(↓):   1.020836
Path Entropy(↓):  1.459950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in magic also appears in which movies
Start Entity:     Magic
Gold Answer:      [['The Human Stain', 'Foul Play', 'The Diary of a Chambermaid', 'Surviving Picasso', 'Fracture', 'Slipstream', 'Proof', 'The Lion in Winter', 'Meet Joe Black', 'Amistad', 'Grumpy Old Men', 'Burnt Offerings', 'Instinct', 'Bad Company', 'Nixon', 'That Uncertain Feeling', 'Torture Garden', 'Legends of the Fall', 'Titus', 'August', 'Freejack', 'The Elephant Man', 'Hamlet', "The World's Fastest Indian", 'Thor', 'Noah', 'Hearts in Atlantis', 'The Road to Wellville', 'Beowulf', 'Red Dragon', 'Desperate Hours', 'Hitchcock', 'Hannibal', "All the King's Men", 'The Edge', 'Audrey Rose', 'The Rite', 'The Bounty', 'Of Mice and Men', 'The Remains of the Day', 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    Hamlet
Predicted Path:   Magic --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Path (Raw):       Magic --[starred_actors]--> Anthony Hopkins --[No Operation]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   1.150191
Path Entropy(↓):  1.695999
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of choke
Start Entity:     Choke
Gold Answer:      [['Clark Gregg', 'Chuck Palahniuk']]
Predicted Ans:    Clark Gregg
Predicted Path:   Choke --[written_by]--> Clark Gregg --[(INV) written_by]--> Trust Me --[written_by]--> Clark Gregg
Path (Raw):       Choke --[written_by]--> Clark Gregg --[(INV) written_by]--> Trust Me --[written_by]--> Clark Gregg
Neg LogProb(↓):   0.642024
Path Entropy(↓):  0.940306
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in oklahoma!
Start Entity:     Oklahoma!
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Oklahoma! --[starred_actors]--> Gloria Grahame --[(INV) starred_actors]--> Not as a Stranger --[has_genre]--> Drama
Path (Raw):       Oklahoma! --[starred_actors]--> Gloria Grahame --[(INV) starred_actors]--> Not as a Stranger --[has_genre]--> Drama
Neg LogProb(↓):   0.675008
Path Entropy(↓):  0.923739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote journey to the center of the earth
Start Entity:     Journey to the Center of the Earth
Gold Answer:      [['Rusty Lemorande']]
Predicted Ans:    Jules Verne
Predicted Path:   Journey to the Center of the Earth --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne
Path (Raw):       Journey to the Center of the Earth --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne
Neg LogProb(↓):   0.948193
Path Entropy(↓):  1.212779
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same actor of cookie's fortune
Start Entity:     Cookie's Fortune
Gold Answer:      [['102 Dalmatians', 'Armageddon', 'The Ledge', 'Super', 'The Strangers', 'Air Force One', 'Freedomland', '101 Dalmatians', 'Kinsey', 'Still Alice', 'Onegin', 'The Hours', 'The Shipping News', 'Savage Grace', 'The Stepford Wives', 'Nine Months', 'The Safety of Objects', 'In Love and War', 'The Paper', 'Heights', 'Being Flynn', 'Roommates', 'The Bachelor', 'School Ties', 'Anne Frank Remembered', 'Reversal of Fortune', 'Sarah, Plain and Tall', 'Game Change', 'The Natural', "The Gun in Betty Lou's Handbag", 'Carrie', 'Marie and Bruce', 'Far from Heaven', 'The World According to Garp', 'What Maisie Knew', 'Tarzan', 'Hamlet', 'Don Jon', 'The English Teacher', 'Cast a Deadly Spell', 'Assassins', 'Maps to the Stars', 'The Prize Winner of Defiance, Ohio', 'Laws of Attraction', 'Skylark', 'Dangerous Liaisons', 'Hoodwinked Too! Hood vs. Evil', 'Trust the Man', 'Fatal Attraction', 'Vertical Limit', 'The Forgotten', 'The Chamber', 'Scent of a Woman', 'Heavy', 'Immediate Family', 'Hoodwinked!', 'Albert Nobbs', 'Mad Love', "Men Don't Leave", 'The End of the Affair', 'Next', 'The Big Chill', 'Evolution', 'Seventh Son', 'Hannibal', 'Chloe', 'The Incredible Hulk', 'Reign Over Me', 'The Big Lebowski', 'Non-Stop', 'Mars Attacks!', 'Paradise Road', 'The Three Musketeers']]
Predicted Ans:    Scent of a Woman
Predicted Path:   Cookie's Fortune --[starred_actors]--> Chris O'Donnell --[(INV) starred_actors]--> Scent of a Woman
Path (Raw):       Cookie's Fortune --[starred_actors]--> Chris O'Donnell --[No Operation]--> Chris O'Donnell --[(INV) starred_actors]--> Scent of a Woman
Neg LogProb(↓):   0.526781
Path Entropy(↓):  1.446970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by geoffrey household starred who
Start Entity:     Geoffrey Household
Gold Answer:      [['Walter Pidgeon', 'Joan Bennett']]
Predicted Ans:    Joan Bennett
Predicted Path:   Geoffrey Household --[(INV) written_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Path (Raw):       Geoffrey Household --[No Operation]--> Geoffrey Household --[(INV) written_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   0.000574
Path Entropy(↓):  0.004884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by john lundberg release
Start Entity:     John Lundberg
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   John Lundberg --[(INV) directed_by]--> Mirage Men --[release_year]--> 2013
Path (Raw):       John Lundberg --[No Operation]--> John Lundberg --[(INV) directed_by]--> Mirage Men --[release_year]--> 2013
Neg LogProb(↓):   0.246182
Path Entropy(↓):  0.524646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of sleuth
Start Entity:     Sleuth
Gold Answer:      [["Mary Shelley's Frankenstein", 'There Was a Crooked Man...', "Peter's Friends", 'As You Like It', 'The Magic Flute', 'A Letter to Three Wives', 'The Barefoot Contessa', 'The Honey Pot', 'Much Ado About Nothing', 'Dead Again', 'A Carol for Another Christmas', 'Cleopatra', 'Guys and Dolls', 'People Will Talk', 'Cinderella', 'Hamlet', 'Julius Caesar', 'Thor', 'Henry V', 'Somewhere in the Night', 'All About Eve', 'Dragonwyck', 'House of Strangers', '5 Fingers', 'No Way Out', 'Suddenly, Last Summer', "Love's Labour's Lost", 'The Quiet American']]
Predicted Ans:    Hamlet
Predicted Path:   Sleuth --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet
Path (Raw):       Sleuth --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Hamlet --[No Operation]--> Hamlet
Neg LogProb(↓):   0.791805
Path Entropy(↓):  1.658769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie blood glacier
Start Entity:     Blood Glacier
Gold Answer:      [['Gerhard Liebmann']]
Predicted Ans:    Gerhard Liebmann
Predicted Path:   Blood Glacier --[starred_actors]--> Gerhard Liebmann --[(INV) starred_actors]--> Blood Glacier --[starred_actors]--> Gerhard Liebmann
Path (Raw):       Blood Glacier --[starred_actors]--> Gerhard Liebmann --[(INV) starred_actors]--> Blood Glacier --[starred_actors]--> Gerhard Liebmann
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie shoot - out at medicine bend
Start Entity:     Shoot-Out at Medicine Bend
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Shoot-Out at Medicine Bend --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Shoot-Out at Medicine Bend --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.266466
Path Entropy(↓):  0.559616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed thin ice
Start Entity:     Thin Ice
Gold Answer:      [['1978', '2000', '1997', '1948', '1939', '2001', '1959', '1942', '1935', '1941']]
Predicted Ans:    2011
Predicted Path:   Thin Ice --[directed_by]--> Jill Sprecher --[(INV) directed_by]--> Thin Ice --[release_year]--> 2011
Path (Raw):       Thin Ice --[directed_by]--> Jill Sprecher --[(INV) directed_by]--> Thin Ice --[release_year]--> 2011
Neg LogProb(↓):   1.154211
Path Entropy(↓):  1.956142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of mr. pip also starred in which films
Start Entity:     Mr. Pip
Gold Answer:      [['Monsters vs. Aliens', 'The Oranges', 'Stuart Little 2', 'Maybe Baby', 'Street Kings', 'Arthur Christmas', "Peter's Friends", 'Stuart Little']]
Predicted Ans:    Peter's Friends
Predicted Path:   Mr. Pip --[starred_actors]--> Hugh Laurie --[(INV) starred_actors]--> Peter's Friends
Path (Raw):       Mr. Pip --[starred_actors]--> Hugh Laurie --[No Operation]--> Hugh Laurie --[(INV) starred_actors]--> Peter's Friends
Neg LogProb(↓):   0.850227
Path Entropy(↓):  1.776705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by søren pilmark
Start Entity:     Søren Pilmark
Gold Answer:      [['Anders Thomas Jensen']]
Predicted Ans:    Anders Thomas Jensen
Predicted Path:   Søren Pilmark --[(INV) starred_actors]--> Flickering Lights --[directed_by]--> Anders Thomas Jensen
Path (Raw):       Søren Pilmark --[No Operation]--> Søren Pilmark --[(INV) starred_actors]--> Flickering Lights --[directed_by]--> Anders Thomas Jensen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed open season
Start Entity:     Open Season
Gold Answer:      [['1994', '2014']]
Predicted Ans:    2006
Predicted Path:   Open Season --[directed_by]--> Anthony Stacchi --[(INV) directed_by]--> Open Season --[release_year]--> 2006
Path (Raw):       Open Season --[directed_by]--> Anthony Stacchi --[(INV) directed_by]--> Open Season --[release_year]--> 2006
Neg LogProb(↓):   0.290041
Path Entropy(↓):  0.715426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share writers with the tall men in
Start Entity:     The Tall Men
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   The Tall Men --[written_by]--> Frank S. Nugent --[(INV) written_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The Tall Men --[written_by]--> Frank S. Nugent --[(INV) written_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.010140
Path Entropy(↓):  0.059265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by sheridan le fanu were directed by who
Start Entity:     Sheridan Le Fanu
Gold Answer:      [['Roy Ward Baker', 'Vicente Aranda', 'Roger Vadim', 'Carl Theodor Dreyer']]
Predicted Ans:    Vicente Aranda
Predicted Path:   Sheridan Le Fanu --[(INV) written_by]--> The Blood Spattered Bride --[directed_by]--> Vicente Aranda
Path (Raw):       Sheridan Le Fanu --[No Operation]--> Sheridan Le Fanu --[(INV) written_by]--> The Blood Spattered Bride --[directed_by]--> Vicente Aranda
Neg LogProb(↓):   0.455653
Path Entropy(↓):  0.845460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by bob rafelson in
Start Entity:     Bob Rafelson
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Bob Rafelson --[(INV) directed_by]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       Bob Rafelson --[No Operation]--> Bob Rafelson --[(INV) directed_by]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.009947
Path Entropy(↓):  0.055968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to limelight
Start Entity:     Limelight
Gold Answer:      [['charlie chaplin', 'dance', 'buster keaton', 'chaplin']]
Predicted Ans:    buster keaton
Predicted Path:   Limelight --[has_tags]--> buster keaton --[(INV) has_tags]--> The Goat --[has_tags]--> buster keaton
Path (Raw):       Limelight --[has_tags]--> buster keaton --[(INV) has_tags]--> The Goat --[has_tags]--> buster keaton
Neg LogProb(↓):   0.264239
Path Entropy(↓):  0.624348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about diane keaton
Start Entity:     diane keaton
Gold Answer:      [['Morning Glory', 'The Other Sister', 'Hanging Up', 'Unstrung Heroes', 'The Family Stone', "Marvin's Room", 'Baby Boom', 'Manhattan', 'Annie Hall', 'Mad Money', 'Father of the Bride Part II', 'Because I Said So']]
Predicted Ans:    Baby Boom
Predicted Path:   diane keaton --[(INV) has_tags]--> Baby Boom --[has_tags]--> baby --[(INV) has_tags]--> Baby Boom
Path (Raw):       diane keaton --[(INV) has_tags]--> Baby Boom --[has_tags]--> baby --[(INV) has_tags]--> Baby Boom
Neg LogProb(↓):   0.516489
Path Entropy(↓):  0.730889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter mark mullin co - wrote films with who
Start Entity:     Mark Mullin
Gold Answer:      [['Timothy Scott Bogart', 'Michael Zaidan']]
Predicted Ans:    Mark Mullin
Predicted Path:   Mark Mullin --[(INV) written_by]--> Extreme Ops --[written_by]--> Mark Mullin
Path (Raw):       Mark Mullin --[No Operation]--> Mark Mullin --[(INV) written_by]--> Extreme Ops --[written_by]--> Mark Mullin
Neg LogProb(↓):   0.027928
Path Entropy(↓):  0.143661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies that share actors with i heart huckabees in
Start Entity:     I Heart Huckabees
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   I Heart Huckabees --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[in_language]--> French
Path (Raw):       I Heart Huckabees --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[in_language]--> French
Neg LogProb(↓):   0.763241
Path Entropy(↓):  1.497242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the clean slate director release
Start Entity:     Clean Slate
Gold Answer:      [['1997', '1992', '1989', '2010', '1991', '1999', '2002', '2011', '1984']]
Predicted Ans:    1992
Predicted Path:   Clean Slate --[directed_by]--> Mick Jackson --[(INV) directed_by]--> The Bodyguard --[release_year]--> 1992
Path (Raw):       Clean Slate --[directed_by]--> Mick Jackson --[(INV) directed_by]--> The Bodyguard --[release_year]--> 1992
Neg LogProb(↓):   1.522346
Path Entropy(↓):  1.919527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of where the buffalo roam
Start Entity:     Where the Buffalo Roam
Gold Answer:      [['Art Linson']]
Predicted Ans:    Art Linson
Predicted Path:   Where the Buffalo Roam --[directed_by]--> Art Linson --[(INV) directed_by]--> Where the Buffalo Roam --[directed_by]--> Art Linson
Path (Raw):       Where the Buffalo Roam --[directed_by]--> Art Linson --[(INV) directed_by]--> Where the Buffalo Roam --[directed_by]--> Art Linson
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of youth in revolt starred who
Start Entity:     Youth in Revolt
Gold Answer:      [['Jennifer Aniston', 'Steve Carell', 'Jennifer Garner', 'Mike White', 'Ed Oxenbould']]
Predicted Ans:    Michael Cera
Predicted Path:   Youth in Revolt --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Youth in Revolt --[starred_actors]--> Michael Cera
Path (Raw):       Youth in Revolt --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Youth in Revolt --[starred_actors]--> Michael Cera
Neg LogProb(↓):   0.054891
Path Entropy(↓):  0.275226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed true lies
Start Entity:     True Lies
Gold Answer:      [['1997', '2009', '1989', '1953', '1986', '1984']]
Predicted Ans:    1984
Predicted Path:   True Lies --[directed_by]--> James Cameron --[(INV) directed_by]--> The Terminator --[release_year]--> 1984
Path (Raw):       True Lies --[directed_by]--> James Cameron --[(INV) directed_by]--> The Terminator --[release_year]--> 1984
Neg LogProb(↓):   0.935191
Path Entropy(↓):  1.483983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by rebellion actors
Start Entity:     Rebellion
Gold Answer:      [['Crime']]
Predicted Ans:    Drama
Predicted Path:   Rebellion --[starred_actors]--> Mathieu Kassovitz --[(INV) starred_actors]--> Rebellion --[has_genre]--> Drama
Path (Raw):       Rebellion --[starred_actors]--> Mathieu Kassovitz --[(INV) starred_actors]--> Rebellion --[has_genre]--> Drama
Neg LogProb(↓):   0.304898
Path Entropy(↓):  0.575967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the screenwriter with driving lessons
Start Entity:     Driving Lessons
Gold Answer:      [['The Last King of Scotland', 'The Eagle', 'Brideshead Revisited', 'How I Live Now']]
Predicted Ans:    The Last King of Scotland
Predicted Path:   Driving Lessons --[written_by]--> Jeremy Brock --[(INV) written_by]--> The Last King of Scotland
Path (Raw):       Driving Lessons --[written_by]--> Jeremy Brock --[(INV) written_by]--> The Last King of Scotland --[No Operation]--> The Last King of Scotland
Neg LogProb(↓):   0.168970
Path Entropy(↓):  0.561774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in alberto mendez written movies
Start Entity:     Alberto Méndez
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Alberto Méndez --[(INV) written_by]--> The Blind Sunflowers --[in_language]--> Spanish
Path (Raw):       Alberto Méndez --[No Operation]--> Alberto Méndez --[(INV) written_by]--> The Blind Sunflowers --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by russ conway
Start Entity:     Russ Conway
Gold Answer:      [['Alex Nicol']]
Predicted Ans:    Alex Nicol
Predicted Path:   Russ Conway --[(INV) starred_actors]--> The Screaming Skull --[directed_by]--> Alex Nicol
Path (Raw):       Russ Conway --[No Operation]--> Russ Conway --[(INV) starred_actors]--> The Screaming Skull --[directed_by]--> Alex Nicol
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of they all laughed starred who
Start Entity:     They All Laughed
Gold Answer:      [['Timothy Bottoms', 'Burt Reynolds', "Tatum O'Neal", 'Cybill Shepherd', 'Ben Johnson', 'Barbra Streisand', 'Madeline Kahn', 'Jeff Bridges', "Ryan O'Neal"]]
Predicted Ans:    Madeline Kahn
Predicted Path:   They All Laughed --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Path (Raw):       They All Laughed --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.272683
Path Entropy(↓):  0.824829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the madness of king george
Start Entity:     The Madness of King George
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Madness of King George --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> Center Stage --[has_genre]--> Drama
Path (Raw):       The Madness of King George --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> Center Stage --[has_genre]--> Drama
Neg LogProb(↓):   0.504797
Path Entropy(↓):  1.012793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of quiet city
Start Entity:     Quiet City
Gold Answer:      [['Land Ho!', 'Cold Weather']]
Predicted Ans:    Cold Weather
Predicted Path:   Quiet City --[directed_by]--> Aaron Katz --[(INV) directed_by]--> Cold Weather
Path (Raw):       Quiet City --[directed_by]--> Aaron Katz --[(INV) directed_by]--> Cold Weather --[No Operation]--> Cold Weather
Neg LogProb(↓):   0.063817
Path Entropy(↓):  0.301311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with patrick fugit
Start Entity:     Patrick Fugit
Gold Answer:      [['Macaulay Culkin', 'Olivia Wilde', 'Mandy Moore', 'Jena Malone']]
Predicted Ans:    Olivia Wilde
Predicted Path:   Patrick Fugit --[(INV) starred_actors]--> Bickford Shmeckler's Cool Ideas --[starred_actors]--> Olivia Wilde
Path (Raw):       Patrick Fugit --[No Operation]--> Patrick Fugit --[(INV) starred_actors]--> Bickford Shmeckler's Cool Ideas --[starred_actors]--> Olivia Wilde
Neg LogProb(↓):   0.043532
Path Entropy(↓):  0.189108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie under the skin starred who
Start Entity:     Under the Skin
Gold Answer:      [['Scarlett Johansson']]
Predicted Ans:    Samantha Morton
Predicted Path:   Under the Skin --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Path (Raw):       Under the Skin --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.555492
Path Entropy(↓):  0.845365
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed cesar
Start Entity:     César
Gold Answer:      [['2011', '1951', '1940', '1938']]
Predicted Ans:    1940
Predicted Path:   César --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Path (Raw):       César --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[release_year]--> 1940
Neg LogProb(↓):   0.060621
Path Entropy(↓):  0.265554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did craig mazin write
Start Entity:     Craig Mazin
Gold Answer:      [['The Hangover Part III', 'The Hangover Part II', 'Superhero Movie', 'Senseless', 'Identity Thief', 'Scary Movie 4']]
Predicted Ans:    The Hangover Part II
Predicted Path:   Craig Mazin --[(INV) written_by]--> Identity Thief --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part II
Path (Raw):       Craig Mazin --[(INV) written_by]--> Identity Thief --[written_by]--> Craig Mazin --[(INV) written_by]--> The Hangover Part II
Neg LogProb(↓):   0.678082
Path Entropy(↓):  1.600490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of the dalai lama acted films
Start Entity:     The Dalai Lama
Gold Answer:      [['2006', '2003']]
Predicted Ans:    2006
Predicted Path:   The Dalai Lama --[(INV) starred_actors]--> 10 Questions for the Dalai Lama --[release_year]--> 2006
Path (Raw):       The Dalai Lama --[No Operation]--> The Dalai Lama --[(INV) starred_actors]--> 10 Questions for the Dalai Lama --[release_year]--> 2006
Neg LogProb(↓):   0.001104
Path Entropy(↓):  0.008614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie el dorado
Start Entity:     El Dorado
Gold Answer:      [['William A. Seiter', 'Cecil B. DeMille', 'Michael Mann', 'David S. Ward', 'William A. Wellman', 'Mark Rydell', 'James Caan', 'George Gallo', 'Mel Ferrer', 'Ray Enright', 'Robert Mitchum', 'Kathryn Bigelow', 'Dick Powell', 'Lewis Milestone', 'Otto Preminger', 'Chuck Russell', 'Stanley Kramer', 'Joseph Kane', 'Edward Ludwig', 'Robert Mulligan', 'Richard Wilson', 'Rupert Wyatt', 'Andrew V. McLaglen', 'Don Siegel', 'John Farrow', 'Jason Miller', 'Edwin L. Marin', 'Josef von Sternberg', 'Sam Peckinpah', 'Robert Wise', 'J. Lee Thompson', 'Tay Garnett', 'Martin Scorsese', 'George Waggner', 'Robert N. Bradbury', 'Richard Fleischer', 'Harry L. Fraser', 'Walter Grauman', 'Graham Baker', 'Jonas Åkerlund', 'Jules Dassin', 'Mitch Marcus', 'Kjell Sundvall', 'Herbert Ross', 'Stanley Donen', 'Andrew Bergman', 'Robert Parrish', 'Sherman Todd', 'Lewis Seiler', 'Howard Hawks', 'Alan J. Pakula', 'Burt Kennedy', 'John Cromwell', 'David Lean', 'James Gray', 'Robert Altman', 'Karel Reisz', 'Jon Favreau', 'Henry Hathaway', 'Charles Laughton', 'Mack V. Wright', 'Curtis Harrington', 'Michael Curtiz', 'Francis Ford Coppola', 'Michael Winner', 'Arthur Lubin', 'Kris Pearn', 'Douglas Hickox', 'John Wayne', 'Richard Rush', 'Cody Cameron', 'Joseph Losey', 'John Sturges', 'Vincente Minnelli', 'Jack Webb', 'Jules Furthman', 'Károly Makk', 'Elia Kazan', 'Don Hartman', 'Edward Dmytryk', 'William C. McGann', 'Robert Montgomery', 'Sheldon Reynolds', 'Duilio Coletti', 'Gordon Douglas', 'Félix Enríquez Alcalá', 'Raoul Walsh', 'John Ford', 'Nicholas Ray', 'George Sherman', 'Jacques Tourneur', 'Stuart Millar', 'Allan Dwan', 'James Edward Grant', 'Christopher Miller', 'Phil Lord', 'Howard Zieff', 'Peter Yates', 'James Gunn', 'John Lee Hancock', 'Fred Zinnemann', 'Albert S. Rogell', 'Dick Richards', 'Ralph Nelson', 'Robert Stevenson', 'Rob Reiner']]
Predicted Ans:    Howard Hawks
Predicted Path:   El Dorado --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       El Dorado --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.769396
Path Entropy(↓):  2.719826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by billy de wolfe in
Start Entity:     Billy De Wolfe
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Billy De Wolfe --[(INV) starred_actors]--> Blue Skies --[has_genre]--> Comedy
Path (Raw):       Billy De Wolfe --[No Operation]--> Billy De Wolfe --[(INV) starred_actors]--> Blue Skies --[has_genre]--> Comedy
Neg LogProb(↓):   0.000079
Path Entropy(↓):  0.000827
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film glorious 39
Start Entity:     Glorious 39
Gold Answer:      [['Samson Raphaelson', 'Guy Bolton', 'Neil Jordan', 'Sydney J. Bounds', 'Dodie Smith', 'Melchior Lengyel', 'Clive Dawson', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Elizabeth Taylor', 'Heidi Thomas']]
Predicted Ans:    Guy Bolton
Predicted Path:   Glorious 39 --[starred_actors]--> Romola Garai --[(INV) starred_actors]--> Angel --[written_by]--> Guy Bolton
Path (Raw):       Glorious 39 --[starred_actors]--> Romola Garai --[(INV) starred_actors]--> Angel --[written_by]--> Guy Bolton
Neg LogProb(↓):   0.679490
Path Entropy(↓):  1.368828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by esta spalding
Start Entity:     Esta Spalding
Gold Answer:      [['Scott Smith']]
Predicted Ans:    Scott Smith
Predicted Path:   Esta Spalding --[(INV) written_by]--> Falling Angels --[directed_by]--> Scott Smith
Path (Raw):       Esta Spalding --[No Operation]--> Esta Spalding --[(INV) written_by]--> Falling Angels --[directed_by]--> Scott Smith
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of alex proyas directed films
Start Entity:     Alex Proyas
Gold Answer:      [['Michael Udesky', 'Lem Dobbs', 'David J. Schow', 'Dave Warner', 'David S. Goyer', 'John Shirley', "James O'Barr", 'Jeff Vintar', 'Isaac Asimov', 'Akiva Goldsman']]
Predicted Ans:    David J. Schow
Predicted Path:   Alex Proyas --[(INV) directed_by]--> The Crow --[written_by]--> David J. Schow
Path (Raw):       Alex Proyas --[No Operation]--> Alex Proyas --[(INV) directed_by]--> The Crow --[written_by]--> David J. Schow
Neg LogProb(↓):   0.485625
Path Entropy(↓):  1.261198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the towering inferno actors
Start Entity:     The Towering Inferno
Gold Answer:      [['Thornton Wilder', 'Walter Hill', 'Harry Chandlee', 'Frank Craven', 'Barbara Benedek', 'David S. Ward', 'Paddy Chayefsky', 'John Milius', 'Henri Jeanson', 'Robert Towne', 'Larry McMurtry', 'Michael Keon', 'David Beaird', 'David Mamet', 'Rod Serling', 'F. Hugh Herbert', 'John Patrick', 'Han Suyin', 'Harry Kleiner', 'Chuck Russell', 'Robert L. Fish', 'Melville Shavelson', 'Arnold Schulman', 'Ross Macdonald', 'Daniel Nettheim', 'Julia Leigh', 'Daniel Taradash', 'Sam Raimi', 'Samuel A. Taylor', 'Robert Benton', 'Richard Russo', 'Henri Charrière', 'Wanda Tuchock', 'Leonard Praskins', 'Lorenzo Semple Jr.', 'Elmore Leonard', 'Frank Darabont', 'Walter Tevis', 'Charles Bukowski', 'Sam Peckinpah', 'Richard McKenna', 'John Lee Mahin', 'Jo Heims', 'Martin Rackin', 'Harold Sinclair', 'Andrew Birkin', 'Robert Stone', 'Stephenie Meyer', 'Warren Duff', 'Clifford Odets', 'Paul Brickhill', 'Richard Mason', 'Billy Wilder', 'Max Shulman', 'Paul Osborn', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Robert Rossen', 'John Carpenter', 'Walter Bernstein', 'Robert Getchell', 'Emir Kusturica', 'Frank Pierson', 'George Seaton', 'Alexander Klein', 'Harold Flender', 'Huey Perry', 'Melissa Rosenberg', 'Blaze Starr', 'Tracy Hotchner', 'Christina Crawford', 'Richard Brooks', 'Brian Moore', 'Robert Anderson', 'Peter Milne', 'David Rayfiel', 'Israel Zangwill', 'James Grady', 'Sidney Carroll', 'Bruce Graham', 'Julien Duvivier', 'Thomas B. Costain', 'Thomas Berger', 'Beth Henley', 'Lawrence Sanders', 'Robert Altman', 'David Newman', 'Arthur Miller', 'Pierre Boulle', 'Gore Vidal', 'Nancy Dowd', 'John Hopkins', 'Terry Southern', 'Irving Wallace', 'Jim Thompson', 'George Axelrod', 'Frank Yablans', 'Ring Lardner Jr.', 'Richard Jessup', 'John Gay', 'Margaret Atwood', 'Stefan Zweig', 'Ken Kesey', 'Jonathan Finn', 'Irving Ravetch', 'Douglas McGrath', 'Tinto Brass', 'Walon Green', 'Roy N. Sickner', 'William Faulkner', 'John Lasseter', 'Terrence Malick', 'Courtney Ryley Cooper', 'Mann Rubin', 'Arthur Kopit', 'Elia Kazan', 'Garson Kanin', 'Jan de Hartog', 'Richard Price', 'Jonathan Tolins', 'Ron Shelton', "John O'Hara", 'Leslie Stevens', 'Ernest Lehman', 'Henrik Ibsen', 'Albert Mannheimer', 'Blake Edwards', 'Ethan Coen', 'Nicholas Sparks', 'Rafi Pitts', 'Donn Pearce', 'Lewis E. Lawes', 'E. Max Frye', 'William Inge', 'Leo McCarey', 'Frank Perry', 'William Goldman', 'Cameron Hawley', 'Barry Reed', 'Harold Pinter', 'Horton Foote', 'James Poe', 'Edwin Blum', 'Edmund Trzcinski', 'Donald Bevan', 'Frances Marion']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Towering Inferno --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       The Towering Inferno --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   1.729649
Path Entropy(↓):  2.284160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by maurice chevalier were in which languages
Start Entity:     Maurice Chevalier
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Maurice Chevalier --[(INV) starred_actors]--> The Love Parade --[in_language]--> French
Path (Raw):       Maurice Chevalier --[No Operation]--> Maurice Chevalier --[(INV) starred_actors]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   0.437228
Path Entropy(↓):  0.678657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by john colton
Start Entity:     John Colton
Gold Answer:      [['2001', '1941', '1932']]
Predicted Ans:    2001
Predicted Path:   John Colton --[(INV) written_by]--> Rain --[release_year]--> 2001
Path (Raw):       John Colton --[No Operation]--> John Colton --[(INV) written_by]--> Rain --[release_year]--> 2001
Neg LogProb(↓):   0.771655
Path Entropy(↓):  1.252212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the bride wore red actors
Start Entity:     The Bride Wore Red
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Crime', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Bride Wore Red --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Caretakers --[has_genre]--> Drama
Path (Raw):       The Bride Wore Red --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Caretakers --[has_genre]--> Drama
Neg LogProb(↓):   1.387450
Path Entropy(↓):  2.613573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for beyond the clouds
Start Entity:     Beyond the Clouds
Gold Answer:      [['Michelangelo Antonioni', 'Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[written_by]--> Wim Wenders
Path (Raw):       Beyond the Clouds --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.748589
Path Entropy(↓):  1.649355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was richard flournoy a writer on
Start Entity:     Richard Flournoy
Gold Answer:      [['The More the Merrier']]
Predicted Ans:    The More the Merrier
Predicted Path:   Richard Flournoy --[(INV) written_by]--> The More the Merrier --[written_by]--> Frank Ross --[(INV) written_by]--> The More the Merrier
Path (Raw):       Richard Flournoy --[(INV) written_by]--> The More the Merrier --[written_by]--> Frank Ross --[(INV) written_by]--> The More the Merrier
Neg LogProb(↓):   0.745651
Path Entropy(↓):  0.952089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the match factory girl also starred in which films
Start Entity:     The Match Factory Girl
Gold Answer:      [['Shadows in Paradise', 'Le Havre', 'The Home of Dark Butterflies', 'The Man Without a Past', 'Drifting Clouds']]
Predicted Ans:    The Match Factory Girl
Predicted Path:   The Match Factory Girl --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl
Path (Raw):       The Match Factory Girl --[starred_actors]--> Kati Outinen --[No Operation]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl
Neg LogProb(↓):   0.105240
Path Entropy(↓):  0.397078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of poltergeist
Start Entity:     Poltergeist
Gold Answer:      [['The Goonies', 'The Sugarland Express', 'A.I. Artificial Intelligence', 'Close Encounters of the Third Kind']]
Predicted Ans:    The Goonies
Predicted Path:   Poltergeist --[written_by]--> Steven Spielberg --[(INV) written_by]--> The Goonies
Path (Raw):       Poltergeist --[No Operation]--> Poltergeist --[written_by]--> Steven Spielberg --[(INV) written_by]--> The Goonies
Neg LogProb(↓):   0.013257
Path Entropy(↓):  0.082233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in double indemnity
Start Entity:     Double Indemnity
Gold Answer:      [['Barbara Stanwyck', 'Edward G. Robinson', 'Fred MacMurray']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Double Indemnity --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Double Indemnity --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.167005
Path Entropy(↓):  0.540796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of phone booth
Start Entity:     Phone Booth
Gold Answer:      [['The New World', 'Light It Up', 'London Boulevard', 'The Crying Game', 'The Experiment', 'Downtown', 'Black Nativity', 'Renegades', 'Silent Hill', 'Saving Mr. Banks', 'Catch .44', 'Break Up', 'Panic Room', 'Green Dragon', 'Our Family Wedding', 'The Nutcracker Prince', 'Promised Land', 'The Cowboy Way', 'Article 99', 'High Art', 'Repo Men', 'Desert Saints', 'The Fourth Angel', 'The Last King of Scotland', 'Diary of a Hitman', 'American Outlaws', 'Young Guns', "Winter's Tale", 'The Recruit', 'The Wild', 'Species', 'The Crazies', 'Seven Psychopaths', 'To End All Wars', 'Vantage Point', 'The Vanishing', 'A Rage in Harlem', 'Evidence', 'The Sentinel', 'Truth or Consequences, N.M.', 'Total Recall', 'Battlefield Earth', "Hart's War", 'Daredevil', 'Mozart and the Whale', 'Man on Fire', 'Everything Put Together', 'American Gun', 'Freeway', 'S.W.A.T.', 'Pitch Black', 'Repentance', 'Ondine', 'Bright Lights, Big City', 'Phenomenon', 'Flashback', 'Street Kings', 'After Alice', 'Feast of Love', 'Triage', 'Dead Man Down', 'Surrogates', 'Mary', 'Dark City', 'Mirrors', 'Even Money', 'Miami Vice', 'Rogue', 'Tigerland', 'Flatliners', '1969', 'Pride and Glory', 'The Three Musketeers', 'Young Guns II', 'River Queen', 'The Way Back']]
Predicted Ans:    Repentance
Predicted Path:   Phone Booth --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repentance
Path (Raw):       Phone Booth --[starred_actors]--> Forest Whitaker --[No Operation]--> Forest Whitaker --[(INV) starred_actors]--> Repentance
Neg LogProb(↓):   0.248242
Path Entropy(↓):  0.768903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of home
Start Entity:     Home
Gold Answer:      [['Karey Kirkpatrick', 'T. Lewis', 'Michael Fry', 'Ursula Meier']]
Predicted Ans:    Tim Johnson
Predicted Path:   Home --[directed_by]--> Tim Johnson --[(INV) directed_by]--> Over the Hedge --[directed_by]--> Tim Johnson
Path (Raw):       Home --[directed_by]--> Tim Johnson --[(INV) directed_by]--> Over the Hedge --[directed_by]--> Tim Johnson
Neg LogProb(↓):   0.818372
Path Entropy(↓):  1.131765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of open your eyes
Start Entity:     Open Your Eyes
Gold Answer:      [['The Sea Inside', 'The Others', 'Agora']]
Predicted Ans:    The Others
Predicted Path:   Open Your Eyes --[directed_by]--> Alejandro Amenábar --[(INV) directed_by]--> The Others
Path (Raw):       Open Your Eyes --[No Operation]--> Open Your Eyes --[directed_by]--> Alejandro Amenábar --[(INV) directed_by]--> The Others
Neg LogProb(↓):   0.667744
Path Entropy(↓):  0.703134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by crocodile dundee in los angeles actors
Start Entity:     Crocodile Dundee in Los Angeles
Gold Answer:      [['Paul Hogan', 'John Wyndham', 'Arthur Weiss', 'Jack Cowden', 'Ricou Browning', 'Wolf Rilla']]
Predicted Ans:    Jack Cowden
Predicted Path:   Crocodile Dundee in Los Angeles --[starred_actors]--> Paul Hogan --[(INV) starred_actors]--> Flipper --[written_by]--> Jack Cowden
Path (Raw):       Crocodile Dundee in Los Angeles --[starred_actors]--> Paul Hogan --[(INV) starred_actors]--> Flipper --[written_by]--> Jack Cowden
Neg LogProb(↓):   0.785374
Path Entropy(↓):  1.028463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of joey
Start Entity:     Joey
Gold Answer:      [['Drama', 'Action', 'Horror', 'History', 'Adventure', 'Thriller']]
Predicted Ans:    Fantasy
Predicted Path:   Joey --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Joey --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.655171
Path Entropy(↓):  1.296120
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share writers with the movie american buffalo were in which genres
Start Entity:     American Buffalo
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   American Buffalo --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[has_genre]--> Drama
Path (Raw):       American Buffalo --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[has_genre]--> Drama
Neg LogProb(↓):   1.298342
Path Entropy(↓):  1.636818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of bonnie hunt acted films
Start Entity:     Bonnie Hunt
Gold Answer:      [['Joe Ranft', 'Frank Darabont', 'Stephen King', 'John Lasseter', 'Ernestine Gilbreth Carey', 'Diane Drake', 'Amy Holden Jones', 'John Hughes', 'Harvey Miller']]
Predicted Ans:    John Lasseter
Predicted Path:   Bonnie Hunt --[(INV) starred_actors]--> Cars --[written_by]--> John Lasseter
Path (Raw):       Bonnie Hunt --[No Operation]--> Bonnie Hunt --[(INV) starred_actors]--> Cars --[written_by]--> John Lasseter
Neg LogProb(↓):   0.233265
Path Entropy(↓):  0.858931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is gotcha!
Start Entity:     Gotcha!
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Gotcha! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Gotcha! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.816884
Path Entropy(↓):  4.830847
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the dunwich horror were released in which years
Start Entity:     The Dunwich Horror
Gold Answer:      [['1997', '1982', '1987', '2011', '2007']]
Predicted Ans:    2007
Predicted Path:   The Dunwich Horror --[written_by]--> Curtis Hanson --[(INV) written_by]--> Lucky You --[release_year]--> 2007
Path (Raw):       The Dunwich Horror --[written_by]--> Curtis Hanson --[(INV) written_by]--> Lucky You --[release_year]--> 2007
Neg LogProb(↓):   0.256506
Path Entropy(↓):  0.916395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of tribes
Start Entity:     Tribes
Gold Answer:      [['Gregory Peck', 'Burt Reynolds', 'Martin Balsam', 'Pamela Reed', 'George Grizzard', 'Stephanie Zimbalist', 'Bo Hopkins', 'Robert Shaw', 'Susan Anton', 'Cynthia Gibb', 'Ned Beatty', 'Eugene Levy', 'Jennifer Billingsley', 'Walter Matthau', 'Cristina Raines', 'James Earl Jones', 'Samuel L. Jackson', 'Vanessa Redgrave', 'James Coburn', 'Miguel Ferrer', 'Mitchell Anderson']]
Predicted Ans:    Walter Matthau
Predicted Path:   Tribes --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[starred_actors]--> Walter Matthau
Path (Raw):       Tribes --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   1.009490
Path Entropy(↓):  1.413960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with uli edel
Start Entity:     Uli Edel
Gold Answer:      [['Bernd Eichinger', 'Stefan Aust']]
Predicted Ans:    Bernd Eichinger
Predicted Path:   Uli Edel --[(INV) written_by]--> The Baader Meinhof Complex --[written_by]--> Bernd Eichinger
Path (Raw):       Uli Edel --[No Operation]--> Uli Edel --[(INV) written_by]--> The Baader Meinhof Complex --[written_by]--> Bernd Eichinger
Neg LogProb(↓):   0.000710
Path Entropy(↓):  0.006436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the italian job
Start Entity:     The Italian Job
Gold Answer:      [['Peter Collinson']]
Predicted Ans:    F. Gary Gray
Predicted Path:   The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Negotiator --[directed_by]--> F. Gary Gray
Path (Raw):       The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Negotiator --[directed_by]--> F. Gary Gray
Neg LogProb(↓):   0.151482
Path Entropy(↓):  0.586484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of the homesman
Start Entity:     The Homesman
Gold Answer:      [['1976', '1959', '1960', '1956']]
Predicted Ans:    1960
Predicted Path:   The Homesman --[written_by]--> Glendon Swarthout --[(INV) written_by]--> Where the Boys Are --[release_year]--> 1960
Path (Raw):       The Homesman --[written_by]--> Glendon Swarthout --[(INV) written_by]--> Where the Boys Are --[release_year]--> 1960
Neg LogProb(↓):   0.505433
Path Entropy(↓):  0.829841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film the powerpuff girls
Start Entity:     The Powerpuff Girls
Gold Answer:      [['Craig McCracken']]
Predicted Ans:    Craig McCracken
Predicted Path:   The Powerpuff Girls --[written_by]--> Craig McCracken --[(INV) written_by]--> The Powerpuff Girls --[written_by]--> Craig McCracken
Path (Raw):       The Powerpuff Girls --[written_by]--> Craig McCracken --[(INV) written_by]--> The Powerpuff Girls --[written_by]--> Craig McCracken
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did charles robert carner write
Start Entity:     Charles Robert Carner
Gold Answer:      [['Witless Protection', 'Blind Fury']]
Predicted Ans:    Blind Fury
Predicted Path:   Charles Robert Carner --[(INV) written_by]--> Blind Fury --[written_by]--> Charles Robert Carner --[(INV) written_by]--> Blind Fury
Path (Raw):       Charles Robert Carner --[(INV) written_by]--> Blind Fury --[written_by]--> Charles Robert Carner --[(INV) written_by]--> Blind Fury
Neg LogProb(↓):   0.391713
Path Entropy(↓):  0.933338
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film jacob's ladder are written by who
Start Entity:     Jacob's Ladder
Gold Answer:      [['Caroline Thompson', 'Bruce Willis', 'John Sayles', 'Howard Franklin', 'Ron Shelton', 'Spike Lee', 'Beth Henley', 'James Glickenhaus', 'Eddie Murphy', 'Ethan Coen', 'Luis Valdez', 'Steve Gerber', 'Brian Helgeland', 'Henry Bean', 'Willard Huyck', 'Dennis Lehane', 'Fernando Trueba', 'Gloria Katz', 'Ehren Kruger', 'Charlie Kaufman', 'Isabel Coixet', 'John Leekley', 'Evan Rhodes', 'Sam Raimi', 'Steve Oedekerk', 'John Thomas', 'Graham Yost', 'Stuart Blumberg', 'Matt Winston', 'Stephen Davis', 'Jim Thomas', 'Bill Fishman', 'Frank Darabont', 'Stephen King', 'Tim Robbins', 'Rick Shaughnessy', 'Brian S. Kalata', 'Jeanne Duprau', 'Michael Tolkin']]
Predicted Ans:    Ron Shelton
Predicted Path:   Jacob's Ladder --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Bull Durham --[written_by]--> Ron Shelton
Path (Raw):       Jacob's Ladder --[starred_actors]--> Tim Robbins --[(INV) starred_actors]--> Bull Durham --[written_by]--> Ron Shelton
Neg LogProb(↓):   0.071868
Path Entropy(↓):  0.366956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the return of the vampire
Start Entity:     The Return of the Vampire
Gold Answer:      [['The Devil Bat', 'Bowery at Midnight', 'One Body Too Many', 'Glen or Glenda', 'Chandu the Magician', 'Bride of the Monster', 'The Death Kiss', 'The Body Snatcher', 'Island of Lost Souls', 'Invisible Ghost', 'Murders in the Rue Morgue', 'The Black Cat', 'Son of Frankenstein', 'Frankenstein Meets the Wolf Man', 'Dracula', 'Mark of the Vampire', 'Black Dragons', 'The Raven']]
Predicted Ans:    The Raven
Predicted Path:   The Return of the Vampire --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven
Path (Raw):       The Return of the Vampire --[starred_actors]--> Bela Lugosi --[No Operation]--> Bela Lugosi --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   0.011089
Path Entropy(↓):  0.077946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in secret agent
Start Entity:     Secret Agent
Gold Answer:      [['Edward Dmytryk', 'John Cromwell', 'William A. Seiter', 'Cecil B. DeMille', 'Fritz Lang', 'Ralph Thomas', 'Irving Pichel', 'Joseph L. Mankiewicz', 'Lew Landers', 'Giancarlo Lui', 'Peter Glenville', 'John Huston', 'Gregory Ratoff', 'Irwin Allen', 'Menahem Golan', 'Antonia Bird', 'Boris Ingster', 'Busby Berkeley', 'Jean Negulesco', 'Richard Thorpe', 'Rouben Mamoulian', 'Peter Greenaway', 'Steve Gordon', 'Jack Hofsiss', 'Roy Del Ruth', 'Karl Freund', 'David Lynch', 'Frank Borzage', 'Walter Lang', 'Alain Resnais', 'James Hawes', 'Lewis Milestone', 'Raoul Walsh', 'Otto Preminger', 'Aki Kaurismäki', 'Bob Guccione', 'Dorothy Arzner', 'Ulli Lommel', 'Ken Annakin', 'Henry King', 'Jules Dassin', 'Jacques Tourneur', 'Richard Quine', 'Elliott Nugent', 'Michael Winner', 'Wesley Ruggles', 'James V. Kern', 'Norman Foster', 'Richard Wallace', 'Joseph Losey', 'John G. Avildsen', 'Vicente Aranda', 'Stuart Paton', 'Alfred Hitchcock', 'Sidney Lumet', 'Don Siegel', 'Tinto Brass', 'Roger Corman', 'Jason Winer', 'Robert Florey', 'Edwin L. Marin', 'Orson Welles', 'Josef von Sternberg', 'Lewis Gilbert', 'Sidney Lanfield', 'Norman Z. McLeod', 'Peter Lorre', 'James McTeigue', 'Humphrey Jennings']]
Predicted Ans:    Roger Corman
Predicted Path:   Secret Agent --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Secret Agent --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.829432
Path Entropy(↓):  1.710865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer joe keenan
Start Entity:     Joe Keenan
Gold Answer:      [['Ian McKellen', 'Kate Winslet', 'Jean Reno', 'Hugh Jackman']]
Predicted Ans:    Hugh Jackman
Predicted Path:   Joe Keenan --[(INV) written_by]--> Flushed Away --[starred_actors]--> Hugh Jackman
Path (Raw):       Joe Keenan --[No Operation]--> Joe Keenan --[(INV) written_by]--> Flushed Away --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.251225
Path Entropy(↓):  0.681535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by alan caillou were released in which years
Start Entity:     Alan Caillou
Gold Answer:      [['1989', '1977']]
Predicted Ans:    1977
Predicted Path:   Alan Caillou --[(INV) written_by]--> Kingdom of the Spiders --[release_year]--> 1977
Path (Raw):       Alan Caillou --[No Operation]--> Alan Caillou --[(INV) written_by]--> Kingdom of the Spiders --[release_year]--> 1977
Neg LogProb(↓):   0.000571
Path Entropy(↓):  0.004832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of benny's video
Start Entity:     Benny's Video
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Benny's Video --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Time of the Wolf --[has_genre]--> Drama
Path (Raw):       Benny's Video --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Time of the Wolf --[has_genre]--> Drama
Neg LogProb(↓):   0.235877
Path Entropy(↓):  0.667208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the man who knew too much actors
Start Entity:     The Man Who Knew Too Much
Gold Answer:      [['Dashiell Hammett', 'Dick Maas', 'Lou Breslow', 'Joseph Fields', 'Cornell Woolrich', 'Miklós László', 'Thomas T. Flynn', 'Frank Burt', 'Frank Tashlin', 'David Mamet', 'Renée Taylor', 'Aki Kaurismäki', 'Scott Hale', 'Jean Kerr', 'Miles Hood Swarthout', 'Ben Livingston', 'Hannah Shakespeare', 'Samson Raphaelson', 'Donald Ogden Stewart', 'Jack Rose', 'Edmund Beloin', 'Harold Jack Bloom', 'Nunnally Johnson', 'Sam Rolfe', 'Norman Katkov', 'Philip Yordan', 'Max Wilk', 'Edward Streeter', 'Samuel A. Taylor', 'Alec Coppel', 'Vicente Aranda', 'Philip MacDonald', 'Don Whitehead', 'Nevil Shute', 'Borden Chase', 'Robert L. Richards', 'Paul Henning', 'Stanley Shapiro', 'Ernest Pagano', 'P.J. Wolfson', 'W.R. Burnett', 'Julius J. Epstein', 'Fyodor Dostoevsky', 'Fritz Lang', 'Arch Oboler', 'Janet Green', 'John Twist', 'Irwin Allen', 'Joseph Bologna', 'Curt Siodmak', 'Richard L. Breen', 'Glendon Swarthout', 'Abe Burrows', 'Leueen MacGrath', 'Billy Wilder', 'Virginia Van Upp', 'Melchior Lengyel', 'Maurice Renard', 'Lewis R. Foster', 'Isobel Lennart', 'Richard Matheson', 'I.A.L. Diamond', 'Daniel Fuchs', 'Wendell Mayes', 'John Michael Hayes', 'Graham Yost', 'Davis Grubb', 'Andrew L. Stone', 'Peter Milne', 'Israel Zangwill', 'Philip Van Doren Stern', 'Willis Goldbeck', 'Laurence Stallings', 'Dana Burnet', 'Larry Gelbart', 'Joseph Anthony', 'Phoebe Ephron', 'Henry Ephron', 'Philip Barry', 'Allen Vincent', 'John D. Klorer', 'Arthur Levinson', "Thomas Edward O'Connell", 'Charles Lederer', 'Brown Holmes', 'Maude Fulton', 'Sidney Buchman', 'Max Brand', 'Frank Gruber', 'Paula Milne', 'William Templeton', 'John Garden', 'Charles Bennett', 'Edgar Allan Poe', 'Will Cook', 'Eric Ambler', 'Thea von Harbou', 'Carl Reiner', 'Mary Chase', 'Joseph Dougherty', 'Ivan Goff', 'Ben Roberts', 'W. Somerset Maugham', 'Waldo Salt', 'John Huston', 'Paul Jarrico', 'Menahem Golan', 'James Lee Barrett', 'Carl Foreman', 'Dorothy Baker', 'Edmund H. North', 'Ulli Lommel', 'George Abbott', 'Richard Bissell', 'Sidney Sheldon', 'John D. Voelker', 'Jules Verne', 'Dorothy M. Johnson', 'Frank Capra', 'James Warner Bellah', 'Maurice Richlin', 'Russell Rouse', 'Clarence Greene', 'Peter De Vries', 'Norman Foster', 'Claude Magnier', 'S.K. Lauren', 'Everett Freeman', 'Moss Hart', 'Karl Tunberg', 'Howard Koch', 'George S. Kaufman', 'Barry Reed', 'Norman Barasch', 'Carroll Moore', 'John P. Marquand', 'Peter Lorre']]
Predicted Ans:    Isobel Lennart
Predicted Path:   The Man Who Knew Too Much --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Path (Raw):       The Man Who Knew Too Much --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Neg LogProb(↓):   0.951569
Path Entropy(↓):  2.007401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed serena
Start Entity:     Serena
Gold Answer:      [['Anders Thomas Jensen', 'Susanne Bier', 'Allan Loeb']]
Predicted Ans:    Susanne Bier
Predicted Path:   Serena --[written_by]--> Ron Rash --[(INV) written_by]--> Serena --[directed_by]--> Susanne Bier
Path (Raw):       Serena --[written_by]--> Ron Rash --[(INV) written_by]--> Serena --[directed_by]--> Susanne Bier
Neg LogProb(↓):   1.024976
Path Entropy(↓):  0.652727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by lina wertmuller
Start Entity:     Lina Wertmüller
Gold Answer:      [['Guy Ritchie']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Lina Wertmüller --[(INV) directed_by]--> Seven Beauties --[written_by]--> Lina Wertmüller
Path (Raw):       Lina Wertmüller --[No Operation]--> Lina Wertmüller --[(INV) directed_by]--> Seven Beauties --[written_by]--> Lina Wertmüller
Neg LogProb(↓):   0.469860
Path Entropy(↓):  0.989121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie inspector gadget are directed by who
Start Entity:     Inspector Gadget
Gold Answer:      [['William Dieterle', 'John Schlesinger', 'Mike Newell', 'Bronwen Hughes', 'Edward Zwick', 'Mike Nichols', 'Bob Clark', 'Alexander Payne', 'Michael Hoffman', 'John Suits', 'John Badham', 'Terry Kinney', 'Matthew Broderick', 'Peter Tolan', 'Griffin Dunne', 'Richard Donner', 'Roland Emmerich', 'Sam Taylor', 'Tom Cairns', 'Michele Soavi', 'Joshua Goldin', 'John Whitesell', 'Tim Fywell', 'Bryan Forbes', 'Alan Parker', 'Max Reinhardt', 'Susan Stroman', 'Jeff Nathanson', 'Marek Kanievska', 'Herbert Ross', 'Kenneth Lonergan', 'Fred C. Newmeyer', 'Sam Fell', 'Robert Stevenhagen', 'Paul Schrader', 'P.J. Hogan', 'Andrew Bergman', 'Francis Veber', 'Glen Morgan', 'Jeff Bleckner', 'Paul Bogart', 'Sidney Lumet', 'Ben Stiller', 'Roger Allers', 'Rob Epstein', 'Johnnie To', 'Jeffrey Friedman', 'Rob Minkoff', 'Alexander Korda', 'Peter Hall', 'Frank Oz', 'Ken Kwapis', 'Oliver Parker', 'Mel Brooks', 'Gareth Edwards', 'John Hughes']]
Predicted Ans:    Johnnie To
Predicted Path:   Inspector Gadget --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Path (Raw):       Inspector Gadget --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Neg LogProb(↓):   0.572717
Path Entropy(↓):  0.970731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film call me madam
Start Entity:     Call Me Madam
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Call Me Madam --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       Call Me Madam --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   2.106511
Path Entropy(↓):  3.553769
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the most dangerous game
Start Entity:     The Most Dangerous Game
Gold Answer:      [['Bill Paxton', 'Adrien Brody', 'Preston Foster', 'Charles Halton', 'Charles Grodin', 'Janice Logan', 'Thomas Coley', 'Albert Dekker', 'Terry Moore', 'Naomi Watts', 'Ben Johnson', 'Robert Armstrong', 'Fay Wray', 'Jack Black', 'Bruce Cabot', 'Jessica Lange', 'Jeff Bridges', 'Charlize Theron']]
Predicted Ans:    Adrien Brody
Predicted Path:   The Most Dangerous Game --[directed_by]--> Ernest B. Schoedsack --[(INV) directed_by]--> King Kong --[starred_actors]--> Adrien Brody
Path (Raw):       The Most Dangerous Game --[directed_by]--> Ernest B. Schoedsack --[(INV) directed_by]--> King Kong --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.324278
Path Entropy(↓):  0.918926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of brooklyn also directed which movies
Start Entity:     Brooklyn
Gold Answer:      [['Intermission', 'Closed Circuit', 'Is Anybody There?', 'Boy A']]
Predicted Ans:    Is Anybody There?
Predicted Path:   Brooklyn --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There?
Path (Raw):       Brooklyn --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There? --[No Operation]--> Is Anybody There?
Neg LogProb(↓):   0.285741
Path Entropy(↓):  0.841105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie rise of the planet of the apes
Start Entity:     Rise of the Planet of the Apes
Gold Answer:      [['Edgar Wright', 'Joe Cornish', 'Amanda Silver', 'Rick Jaffa', 'Hergé', 'Steven Moffat', 'Mark Bomback', 'Nick Perry', 'Rupert Wyatt']]
Predicted Ans:    Edgar Wright
Predicted Path:   Rise of the Planet of the Apes --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Adventures of Tintin --[written_by]--> Edgar Wright
Path (Raw):       Rise of the Planet of the Apes --[starred_actors]--> Andy Serkis --[(INV) starred_actors]--> The Adventures of Tintin --[written_by]--> Edgar Wright
Neg LogProb(↓):   0.599195
Path Entropy(↓):  0.850950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of willard motley written movies
Start Entity:     Willard Motley
Gold Answer:      [['Nicholas Ray']]
Predicted Ans:    Nicholas Ray
Predicted Path:   Willard Motley --[(INV) written_by]--> Knock on Any Door --[directed_by]--> Nicholas Ray
Path (Raw):       Willard Motley --[No Operation]--> Willard Motley --[(INV) written_by]--> Knock on Any Door --[directed_by]--> Nicholas Ray
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the blade
Start Entity:     The Blade
Gold Answer:      [['Valerie Chow']]
Predicted Ans:    Valerie Chow
Predicted Path:   The Blade --[starred_actors]--> Valerie Chow --[(INV) starred_actors]--> The Blade --[starred_actors]--> Valerie Chow
Path (Raw):       The Blade --[starred_actors]--> Valerie Chow --[(INV) starred_actors]--> The Blade --[starred_actors]--> Valerie Chow
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by mark herman release
Start Entity:     Mark Herman
Gold Answer:      [['1996', '1998', '2000', '1992']]
Predicted Ans:    2000
Predicted Path:   Mark Herman --[(INV) written_by]--> Purely Belter --[release_year]--> 2000
Path (Raw):       Mark Herman --[No Operation]--> Mark Herman --[(INV) written_by]--> Purely Belter --[release_year]--> 2000
Neg LogProb(↓):   0.830537
Path Entropy(↓):  1.223855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by immediate family actors release
Start Entity:     Immediate Family
Gold Answer:      [['2003', '1992', '1993', '2006', '1985', '1979', '1941', '1984', '1998', '2009', '2004', '1982', '2014', '1994', '1943', '1983', '1995', '1948', '1972', '2001', '1990', '1989', '1996', '2012', '2011', '2013', '1988', '2000', '1964', '1997', '1975', '2005', '1991', '1969', '1999', '1987', '1986']]
Predicted Ans:    1972
Predicted Path:   Immediate Family --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       Immediate Family --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.626133
Path Entropy(↓):  1.584584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie touchback starred who
Start Entity:     Touchback
Gold Answer:      [['Melanie Lynskey', 'Kurt Russell', 'Brian Presley']]
Predicted Ans:    Brian Presley
Predicted Path:   Touchback --[starred_actors]--> Brian Presley --[(INV) starred_actors]--> Touchback --[starred_actors]--> Brian Presley
Path (Raw):       Touchback --[starred_actors]--> Brian Presley --[(INV) starred_actors]--> Touchback --[starred_actors]--> Brian Presley
Neg LogProb(↓):   0.088412
Path Entropy(↓):  0.379578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film dabangg 2
Start Entity:     Dabangg 2
Gold Answer:      [['Arbaaz Khan']]
Predicted Ans:    Arbaaz Khan
Predicted Path:   Dabangg 2 --[directed_by]--> Arbaaz Khan --[(INV) directed_by]--> Dabangg 2 --[directed_by]--> Arbaaz Khan
Path (Raw):       Dabangg 2 --[directed_by]--> Arbaaz Khan --[(INV) directed_by]--> Dabangg 2 --[directed_by]--> Arbaaz Khan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the man in the white suit
Start Entity:     The Man in the White Suit
Gold Answer:      [['Clifford Odets', 'Ethan Coen', 'Ira Wallach', 'Ernest Lehman', 'William Rose']]
Predicted Ans:    John Dighton
Predicted Path:   The Man in the White Suit --[directed_by]--> Alexander Mackendrick --[(INV) directed_by]--> The Man in the White Suit --[written_by]--> John Dighton
Path (Raw):       The Man in the White Suit --[directed_by]--> Alexander Mackendrick --[(INV) directed_by]--> The Man in the White Suit --[written_by]--> John Dighton
Neg LogProb(↓):   0.488510
Path Entropy(↓):  1.140215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films did cordell barker direct
Start Entity:     Cordell Barker
Gold Answer:      [['The Cat Came Back', 'Strange Invaders', 'Runaway']]
Predicted Ans:    The Cat Came Back
Predicted Path:   Cordell Barker --[(INV) directed_by]--> The Cat Came Back --[directed_by]--> Cordell Barker --[(INV) directed_by]--> The Cat Came Back
Path (Raw):       Cordell Barker --[(INV) directed_by]--> The Cat Came Back --[directed_by]--> Cordell Barker --[(INV) directed_by]--> The Cat Came Back
Neg LogProb(↓):   0.617978
Path Entropy(↓):  1.086766
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does vince colosimo act in
Start Entity:     Vince Colosimo
Gold Answer:      [['The Wog Boy']]
Predicted Ans:    The Wog Boy
Predicted Path:   Vince Colosimo --[(INV) starred_actors]--> The Wog Boy --[starred_actors]--> Nick Giannopoulos --[(INV) starred_actors]--> The Wog Boy
Path (Raw):       Vince Colosimo --[(INV) starred_actors]--> The Wog Boy --[starred_actors]--> Nick Giannopoulos --[(INV) starred_actors]--> The Wog Boy
Neg LogProb(↓):   0.532766
Path Entropy(↓):  0.764374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in what dreams may come
Start Entity:     What Dreams May Come
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1984', '1977', '2007', '1968', '1998', '2009', '1957', '2004', '1982', '1973', '2014', '1994', '1943', '1983', '1995', '1972', '1971', '1990', '1989', '1996', '2002', '2011', '2013', '1997', '1975', '1966', '2005', '1991', '1927', '1999', '1987', '1986', '1958']]
Predicted Ans:    1968
Predicted Path:   What Dreams May Come --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf --[release_year]--> 1968
Path (Raw):       What Dreams May Come --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> Hour of the Wolf --[release_year]--> 1968
Neg LogProb(↓):   1.558584
Path Entropy(↓):  2.434211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie wrong is right were released in which years
Start Entity:     Wrong Is Right
Gold Answer:      [['1962', '1946', '1975', '1966', '1971', '1954', '1960', '1957', '1950', '1965', '1953', '1967', '1969', '1958', '1956', '1977']]
Predicted Ans:    1958
Predicted Path:   Wrong Is Right --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       Wrong Is Right --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   0.726818
Path Entropy(↓):  1.888501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by christopher scott cherot
Start Entity:     Christopher Scott Cherot
Gold Answer:      [['Richard T. Jones']]
Predicted Ans:    Richard T. Jones
Predicted Path:   Christopher Scott Cherot --[(INV) written_by]--> G --[starred_actors]--> Richard T. Jones
Path (Raw):       Christopher Scott Cherot --[No Operation]--> Christopher Scott Cherot --[(INV) written_by]--> G --[starred_actors]--> Richard T. Jones
Neg LogProb(↓):   0.012669
Path Entropy(↓):  0.067689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film deliverance were released in which years
Start Entity:     Deliverance
Gold Answer:      [['1995', '1998', '1970', '2000', '1968', '2001', '1990', '2010', '2004', '2006', '1985', '1926', '1981', '1987', '1967', '1974']]
Predicted Ans:    1967
Predicted Path:   Deliverance --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[release_year]--> 1967
Path (Raw):       Deliverance --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank --[release_year]--> 1967
Neg LogProb(↓):   1.178195
Path Entropy(↓):  2.203097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of peter maas written films
Start Entity:     Peter Maas
Gold Answer:      [['1972', '1973']]
Predicted Ans:    1973
Predicted Path:   Peter Maas --[(INV) written_by]--> Serpico --[release_year]--> 1973
Path (Raw):       Peter Maas --[No Operation]--> Peter Maas --[(INV) written_by]--> Serpico --[release_year]--> 1973
Neg LogProb(↓):   0.188780
Path Entropy(↓):  0.460120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of my winnipeg
Start Entity:     My Winnipeg
Gold Answer:      [['1988', '1997', '1990', '2003', '1992']]
Predicted Ans:    2007
Predicted Path:   My Winnipeg --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[release_year]--> 2007
Path (Raw):       My Winnipeg --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[release_year]--> 2007
Neg LogProb(↓):   0.920544
Path Entropy(↓):  1.187093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote virginia
Start Entity:     Virginia
Gold Answer:      [['Dustin Lance Black']]
Predicted Ans:    Dustin Lance Black
Predicted Path:   Virginia --[written_by]--> Dustin Lance Black --[(INV) written_by]--> Milk --[written_by]--> Dustin Lance Black
Path (Raw):       Virginia --[written_by]--> Dustin Lance Black --[(INV) written_by]--> Milk --[written_by]--> Dustin Lance Black
Neg LogProb(↓):   0.080204
Path Entropy(↓):  0.302400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed a bunch of amateurs
Start Entity:     A Bunch of Amateurs
Gold Answer:      [['2004']]
Predicted Ans:    2008
Predicted Path:   A Bunch of Amateurs --[directed_by]--> Andy Cadiff --[(INV) directed_by]--> A Bunch of Amateurs --[release_year]--> 2008
Path (Raw):       A Bunch of Amateurs --[directed_by]--> Andy Cadiff --[(INV) directed_by]--> A Bunch of Amateurs --[release_year]--> 2008
Neg LogProb(↓):   0.004096
Path Entropy(↓):  0.026565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie penthouse north
Start Entity:     Penthouse North
Gold Answer:      [['Armand Mastroianni', 'Bruce Joel Rubin', 'Peter Farrelly', 'Elaine May', 'John Schlesinger', 'Glenn Gordon Caron', 'James Mottern', 'Ron Underwood', 'Michael Hoffman', 'Duncan Jones', 'Ron Howard', 'Mick Jackson', 'Michael Cooney', 'Forest Whitaker', 'Geoff Moore', 'David Posamentier', 'Claudia Myers', 'Marc Forster', 'Howard Zieff', 'Amy Heckerling', 'Shane Black', 'Harold Ramis', 'José Padilha', 'Tim Burton', 'Michael Keaton', 'Heywood Gould', 'Barbet Schroeder', 'Paul Verhoeven', 'Stan Dragoti']]
Predicted Ans:    Paul Verhoeven
Predicted Path:   Penthouse North --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[directed_by]--> Paul Verhoeven
Path (Raw):       Penthouse North --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[directed_by]--> Paul Verhoeven
Neg LogProb(↓):   0.105577
Path Entropy(↓):  0.432360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the toxic avenger part ii is also the director of which films
Start Entity:     The Toxic Avenger Part II
Gold Answer:      [['The Toxic Avenger', "Class of Nuke 'Em High", 'Tromeo and Juliet', "Troma's War", 'Sgt. Kabukiman N.Y.P.D.']]
Predicted Ans:    Tromeo and Juliet
Predicted Path:   The Toxic Avenger Part II --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet
Path (Raw):       The Toxic Avenger Part II --[directed_by]--> Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet --[No Operation]--> Tromeo and Juliet
Neg LogProb(↓):   0.256606
Path Entropy(↓):  0.684428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with a fantastic fear of everything fall under
Start Entity:     A Fantastic Fear of Everything
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Fantastic Fear of Everything --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[has_genre]--> Comedy
Path (Raw):       A Fantastic Fear of Everything --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[has_genre]--> Comedy
Neg LogProb(↓):   0.030360
Path Entropy(↓):  0.156609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by emilia fox were in which genres
Start Entity:     Emilia Fox
Gold Answer:      [['Drama', 'Short']]
Predicted Ans:    Drama
Predicted Path:   Emilia Fox --[(INV) starred_actors]--> Ways to Live Forever --[has_genre]--> Drama
Path (Raw):       Emilia Fox --[No Operation]--> Emilia Fox --[(INV) starred_actors]--> Ways to Live Forever --[has_genre]--> Drama
Neg LogProb(↓):   0.005853
Path Entropy(↓):  0.035836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor joe cole appeared in the same movie with who
Start Entity:     Joe Cole
Gold Answer:      [['Shaun Dooley', 'Kimberley Nixon']]
Predicted Ans:    Joe Cole
Predicted Path:   Joe Cole --[(INV) starred_actors]--> Offender --[starred_actors]--> Joe Cole
Path (Raw):       Joe Cole --[No Operation]--> Joe Cole --[(INV) starred_actors]--> Offender --[starred_actors]--> Joe Cole
Neg LogProb(↓):   0.002255
Path Entropy(↓):  0.017500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the movie the brides of dracula
Start Entity:     The Brides of Dracula
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   The Brides of Dracula --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Brides of Dracula --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   2.146580
Path Entropy(↓):  3.836307
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by lucy liu
Start Entity:     Lucy Liu
Gold Answer:      [['RZA', 'Jason Smilovic', 'Brian King', 'Ben Roberts', 'Paul Soter', 'Ed Solomon', 'John August', 'Ryan Rowe', 'Ivan Goff', 'Eli Roth']]
Predicted Ans:    Paul Soter
Predicted Path:   Lucy Liu --[(INV) starred_actors]--> Watching the Detectives --[written_by]--> Paul Soter
Path (Raw):       Lucy Liu --[No Operation]--> Lucy Liu --[(INV) starred_actors]--> Watching the Detectives --[written_by]--> Paul Soter
Neg LogProb(↓):   0.005232
Path Entropy(↓):  0.034913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film untamed heart
Start Entity:     Untamed Heart
Gold Answer:      [['David Saperstein', 'Michael Goldenberg', 'John Fusco', 'Mark Duplass', 'Robert D. Siegel', 'Dale Launer', 'Todd Field', 'Marc Lawrence', 'Quentin Tarantino', 'Tamara Jenkins', 'Michael Roesch', 'Barry Levinson', 'Peter Scheerer', 'Jack Sholder', 'William H. Macy', 'Ruba Nadda', 'Kelly Masterson', 'Steven Schachter', 'Daniel Waters', 'Chris Ver Wiel', 'Allan Moyle', 'Tracey Jackson', 'Umberto Eco', 'Peter Berg', 'James Naughtie', 'Christine Bell', 'Bruce A. Evans', 'Raynold Gideon', 'Peter Lefcourt', 'Diane Drake', 'Graham Yost', 'Andre Dubus', 'John Romano', 'Michael Connelly', 'Rod Lurie', 'Stephen King', 'Michael Winnick', 'Peter Morgan', 'Robert Festinger', 'Nick Cassavetes']]
Predicted Ans:    Peter Lefcourt
Predicted Path:   Untamed Heart --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> The Deal --[written_by]--> Peter Lefcourt
Path (Raw):       Untamed Heart --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> The Deal --[written_by]--> Peter Lefcourt
Neg LogProb(↓):   1.469670
Path Entropy(↓):  2.796066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer istvan fekete
Start Entity:     István Fekete
Gold Answer:      [['Judit Pogány', 'József Gyabronka']]
Predicted Ans:    József Gyabronka
Predicted Path:   István Fekete --[(INV) written_by]--> The Little Fox --[starred_actors]--> József Gyabronka
Path (Raw):       István Fekete --[No Operation]--> István Fekete --[(INV) written_by]--> The Little Fox --[starred_actors]--> József Gyabronka
Neg LogProb(↓):   0.060104
Path Entropy(↓):  0.222358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by things we lost in the fire actors
Start Entity:     Things We Lost in the Fire
Gold Answer:      [['Carol Sobieski', 'Max D. Adams', 'David S. Ward', 'Amy Holden Jones', 'Dick Clement', 'Ian La Frenais', 'David Sheffield', 'Eddie Murphy', 'Seth Margolis', "Maryam d'Abo", 'Barry W. Blaustein', 'Friedrich Dürrenmatt', 'Naomi Foner', 'Terry Gilliam', 'Hunter S. Thompson', 'Ramón Menéndez', 'Ronnie Christensen', 'Amy Sorlie', 'Tom Musca', 'Mark Bowden', "Richard D'Ovidio", 'Andrew Kevin Walker', 'Christopher McQuarrie', 'Sebastian Gutierrez', 'Bob Kane', 'Julian Schnabel', 'Tina Andrews', 'David Self', 'Stephen Gaghan']]
Predicted Ans:    Terry Gilliam
Predicted Path:   Things We Lost in the Fire --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> Fear and Loathing in Las Vegas --[written_by]--> Terry Gilliam
Path (Raw):       Things We Lost in the Fire --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> Fear and Loathing in Las Vegas --[written_by]--> Terry Gilliam
Neg LogProb(↓):   0.783816
Path Entropy(↓):  1.797552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by neil jordan release
Start Entity:     Neil Jordan
Gold Answer:      [['1988', '1997', '2009', '2012', '1992', '1989', '2005', '1982', '1996', '1999', '2002', '1986', '1955', '1937', '1984', '2007']]
Predicted Ans:    2007
Predicted Path:   Neil Jordan --[(INV) directed_by]--> The Brave One --[release_year]--> 2007
Path (Raw):       Neil Jordan --[No Operation]--> Neil Jordan --[(INV) directed_by]--> The Brave One --[release_year]--> 2007
Neg LogProb(↓):   2.112652
Path Entropy(↓):  2.204859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie what if... released
Start Entity:     What If...
Gold Answer:      [['2012']]
Predicted Ans:    2010
Predicted Path:   What If... --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       What If... --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.820699
Path Entropy(↓):  4.682993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of the education of little tree were directed by who
Start Entity:     The Education of Little Tree
Gold Answer:      [['Robert Redford', 'Clint Eastwood']]
Predicted Ans:    Robert Redford
Predicted Path:   The Education of Little Tree --[written_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[directed_by]--> Robert Redford
Path (Raw):       The Education of Little Tree --[written_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[directed_by]--> Robert Redford
Neg LogProb(↓):   0.001635
Path Entropy(↓):  0.012933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for opportunity knocks
Start Entity:     Opportunity Knocks
Gold Answer:      [['Donald Petrie']]
Predicted Ans:    Donald Petrie
Predicted Path:   Opportunity Knocks --[directed_by]--> Donald Petrie --[(INV) directed_by]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Path (Raw):       Opportunity Knocks --[directed_by]--> Donald Petrie --[(INV) directed_by]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.525950
Path Entropy(↓):  0.699280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by sylvain white released
Start Entity:     Sylvain White
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2010
Predicted Path:   Sylvain White --[(INV) directed_by]--> The Losers --[release_year]--> 2010
Path (Raw):       Sylvain White --[No Operation]--> Sylvain White --[(INV) directed_by]--> The Losers --[release_year]--> 2010
Neg LogProb(↓):   0.220154
Path Entropy(↓):  0.497064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the core
Start Entity:     The Core
Gold Answer:      [['Queen of Hearts', 'Creation', 'Copycat', 'Entrapment', 'Sommersby', 'The Man Who Knew Too Little']]
Predicted Ans:    Sommersby
Predicted Path:   The Core --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Sommersby
Path (Raw):       The Core --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Sommersby --[No Operation]--> Sommersby
Neg LogProb(↓):   0.275889
Path Entropy(↓):  0.820633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of rear window also wrote which films
Start Entity:     Rear Window
Gold Answer:      [['Mrs. Winterbourne', 'Mississippi Mermaid', 'To Catch a Thief', 'The Matchmaker', 'The Leopard Man', 'Black Angel', "The Children's Hour", 'The Window', 'Original Sin', 'Martha', 'Where Love Has Gone', 'Night Has a Thousand Eyes', 'No Man of Her Own', 'Deadline at Dawn', 'The Bride Wore Black', 'Torch Song', 'Peyton Place']]
Predicted Ans:    The Children's Hour
Predicted Path:   Rear Window --[written_by]--> John Michael Hayes --[(INV) written_by]--> The Children's Hour
Path (Raw):       Rear Window --[written_by]--> John Michael Hayes --[(INV) written_by]--> The Children's Hour --[No Operation]--> The Children's Hour
Neg LogProb(↓):   0.111334
Path Entropy(↓):  0.481054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by sylvain chomet
Start Entity:     Sylvain Chomet
Gold Answer:      [['1997', '2003', '2010', '2006', '2013']]
Predicted Ans:    2006
Predicted Path:   Sylvain Chomet --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       Sylvain Chomet --[No Operation]--> Sylvain Chomet --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.586089
Path Entropy(↓):  1.244582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of endangered species also wrote which films
Start Entity:     Endangered Species
Gold Answer:      [['Trouble in Mind', 'Trixie', 'The Moderns', 'Welcome to L.A.', 'Breakfast of Champions', 'Remember My Name', 'Love at Large', 'Roadie', 'Equinox', 'Choose Me', 'Mrs. Parker and the Vicious Circle', 'Afterglow']]
Predicted Ans:    Welcome to L.A.
Predicted Path:   Endangered Species --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A.
Path (Raw):       Endangered Species --[written_by]--> Alan Rudolph --[(INV) written_by]--> Welcome to L.A. --[No Operation]--> Welcome to L.A.
Neg LogProb(↓):   0.521970
Path Entropy(↓):  1.295915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in freaky friday
Start Entity:     Freaky Friday
Gold Answer:      [['Mark Harmon', 'Lindsay Lohan', 'Jamie Lee Curtis']]
Predicted Ans:    Barbara Harris
Predicted Path:   Freaky Friday --[starred_actors]--> Barbara Harris --[(INV) starred_actors]--> The Seduction of Joe Tynan --[starred_actors]--> Barbara Harris
Path (Raw):       Freaky Friday --[starred_actors]--> Barbara Harris --[(INV) starred_actors]--> The Seduction of Joe Tynan --[starred_actors]--> Barbara Harris
Neg LogProb(↓):   0.097204
Path Entropy(↓):  0.308925
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in the halloween that almost wasn't
Start Entity:     The Halloween That Almost Wasn't
Gold Answer:      [['Sidney Lumet', 'Sean S. Cunningham', 'Robert Redford', 'Sam Peckinpah', 'Arthur Hiller']]
Predicted Ans:    Robert Redford
Predicted Path:   The Halloween That Almost Wasn't --[starred_actors]--> Judd Hirsch --[(INV) starred_actors]--> Ordinary People --[directed_by]--> Robert Redford
Path (Raw):       The Halloween That Almost Wasn't --[starred_actors]--> Judd Hirsch --[(INV) starred_actors]--> Ordinary People --[directed_by]--> Robert Redford
Neg LogProb(↓):   0.073578
Path Entropy(↓):  0.342285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Moe howard appears in which movies
Start Entity:     Moe Howard
Gold Answer:      [['The Three Stooges in Orbit', "Rockin' in the Rockies", 'The Three Stooges Meet Hercules']]
Predicted Ans:    Rockin' in the Rockies
Predicted Path:   Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies --[starred_actors]--> Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies
Path (Raw):       Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies --[starred_actors]--> Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies
Neg LogProb(↓):   0.545765
Path Entropy(↓):  1.019508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by leonard nimoy
Start Entity:     Leonard Nimoy
Gold Answer:      [['Western', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery']]
Predicted Ans:    Fantasy
Predicted Path:   Leonard Nimoy --[(INV) starred_actors]--> The Halloween Tree --[has_genre]--> Fantasy
Path (Raw):       Leonard Nimoy --[No Operation]--> Leonard Nimoy --[(INV) starred_actors]--> The Halloween Tree --[has_genre]--> Fantasy
Neg LogProb(↓):   0.302521
Path Entropy(↓):  0.751373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film cronos
Start Entity:     Cronos
Gold Answer:      [['1997', '2001', '2004', '2006', '2002', '2013']]
Predicted Ans:    1993
Predicted Path:   Cronos --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[release_year]--> 1993
Path (Raw):       Cronos --[directed_by]--> Guillermo del Toro --[(INV) directed_by]--> Cronos --[release_year]--> 1993
Neg LogProb(↓):   0.249345
Path Entropy(↓):  0.648283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of big night
Start Entity:     Big Night
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Big Night --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Big Night --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.339672
Path Entropy(↓):  4.547482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film corrina, corrina were in which genres
Start Entity:     Corrina, Corrina
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Corrina, Corrina --[starred_actors]--> Tina Majorino --[(INV) starred_actors]--> When a Man Loves a Woman --[has_genre]--> Drama
Path (Raw):       Corrina, Corrina --[starred_actors]--> Tina Majorino --[(INV) starred_actors]--> When a Man Loves a Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.136488
Path Entropy(↓):  0.449858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by henry hull
Start Entity:     Henry Hull
Gold Answer:      [['1955', '1935', '1938']]
Predicted Ans:    1938
Predicted Path:   Henry Hull --[(INV) starred_actors]--> Boys Town --[release_year]--> 1938
Path (Raw):       Henry Hull --[No Operation]--> Henry Hull --[(INV) starred_actors]--> Boys Town --[release_year]--> 1938
Neg LogProb(↓):   0.152888
Path Entropy(↓):  0.426276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film alexander and the terrible, horrible, no good, very bad day
Start Entity:     Alexander and the Terrible, Horrible, No Good, Very Bad Day
Gold Answer:      [['Judith Viorst', 'Rob Lieber']]
Predicted Ans:    Miguel Arteta
Predicted Path:   Alexander and the Terrible, Horrible, No Good, Very Bad Day --[written_by]--> Judith Viorst --[(INV) written_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[directed_by]--> Miguel Arteta
Path (Raw):       Alexander and the Terrible, Horrible, No Good, Very Bad Day --[written_by]--> Judith Viorst --[(INV) written_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[directed_by]--> Miguel Arteta
Neg LogProb(↓):   0.027816
Path Entropy(↓):  0.140137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie machete kills
Start Entity:     Machete Kills
Gold Answer:      [['Danny Trejo', 'Mel Gibson', 'Amber Heard']]
Predicted Ans:    Mel Gibson
Predicted Path:   Machete Kills --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America --[starred_actors]--> Mel Gibson
Path (Raw):       Machete Kills --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Air America --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.533882
Path Entropy(↓):  1.081218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jack webb were in which genres
Start Entity:     Jack Webb
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Jack Webb --[(INV) starred_actors]--> The D.I. --[has_genre]--> Drama
Path (Raw):       Jack Webb --[No Operation]--> Jack Webb --[(INV) starred_actors]--> The D.I. --[has_genre]--> Drama
Neg LogProb(↓):   0.116751
Path Entropy(↓):  0.354255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with robert wise
Start Entity:     robert wise
Gold Answer:      [['I Want to Live!', 'Executive Suite', 'The Haunting', 'Born to Kill', 'The Body Snatcher', 'The House on Telegraph Hill', 'Somebody Up There Likes Me', 'The Set-Up', 'A Storm in Summer', 'Odds Against Tomorrow', 'The Sound of Music', 'West Side Story', 'The Sand Pebbles', 'The Day the Earth Stood Still', 'The Andromeda Strain', 'The Curse of the Cat People', 'Two for the Seesaw']]
Predicted Ans:    The Sound of Music
Predicted Path:   robert wise --[(INV) has_tags]--> The Andromeda Strain --[has_tags]--> robert wise --[(INV) has_tags]--> The Sound of Music
Path (Raw):       robert wise --[(INV) has_tags]--> The Andromeda Strain --[has_tags]--> robert wise --[(INV) has_tags]--> The Sound of Music
Neg LogProb(↓):   0.575209
Path Entropy(↓):  1.254169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie you can't take it with you were in which genres
Start Entity:     You Can't Take It With You
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   You Can't Take It With You --[starred_actors]--> Jean Arthur --[(INV) starred_actors]--> A Foreign Affair --[has_genre]--> Comedy
Path (Raw):       You Can't Take It With You --[starred_actors]--> Jean Arthur --[(INV) starred_actors]--> A Foreign Affair --[has_genre]--> Comedy
Neg LogProb(↓):   1.072634
Path Entropy(↓):  1.845154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by mark walton
Start Entity:     Mark Walton
Gold Answer:      [['Byron Howard', 'Chris Williams']]
Predicted Ans:    Byron Howard
Predicted Path:   Mark Walton --[(INV) starred_actors]--> Bolt --[directed_by]--> Byron Howard
Path (Raw):       Mark Walton --[No Operation]--> Mark Walton --[(INV) starred_actors]--> Bolt --[directed_by]--> Byron Howard
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of cool hand luke
Start Entity:     Cool Hand Luke
Gold Answer:      [['Drama', 'Western', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Cool Hand Luke --[written_by]--> Frank Pierson --[(INV) written_by]--> In Country --[has_genre]--> Drama
Path (Raw):       Cool Hand Luke --[written_by]--> Frank Pierson --[(INV) written_by]--> In Country --[has_genre]--> Drama
Neg LogProb(↓):   0.689883
Path Entropy(↓):  1.229561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of student of the year
Start Entity:     Student of the Year
Gold Answer:      [['2001', '1998', '2003']]
Predicted Ans:    2001
Predicted Path:   Student of the Year --[written_by]--> Karan Johar --[(INV) written_by]--> Kabhi Khushi Kabhie Gham... --[release_year]--> 2001
Path (Raw):       Student of the Year --[written_by]--> Karan Johar --[(INV) written_by]--> Kabhi Khushi Kabhie Gham... --[release_year]--> 2001
Neg LogProb(↓):   0.046413
Path Entropy(↓):  0.225971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of sorry, haters
Start Entity:     Sorry, Haters
Gold Answer:      [['The Crossing Guard', 'The Conspirator', 'Message in a Bottle', 'The Playboys', 'Toys', 'State of Grace', 'Breaking and Entering', 'The Singing Detective', 'Moll Flanders', 'Beowulf', "She's So Lovely"]]
Predicted Ans:    Beowulf
Predicted Path:   Sorry, Haters --[starred_actors]--> Robin Wright --[(INV) starred_actors]--> Beowulf
Path (Raw):       Sorry, Haters --[No Operation]--> Sorry, Haters --[starred_actors]--> Robin Wright --[(INV) starred_actors]--> Beowulf
Neg LogProb(↓):   0.153272
Path Entropy(↓):  0.548594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by oyster farmer actors
Start Entity:     Oyster Farmer
Gold Answer:      [['David Nerlich', 'Andrew Traucki']]
Predicted Ans:    Anna Reeves
Predicted Path:   Oyster Farmer --[starred_actors]--> Diana Glenn --[(INV) starred_actors]--> Oyster Farmer --[written_by]--> Anna Reeves
Path (Raw):       Oyster Farmer --[starred_actors]--> Diana Glenn --[(INV) starred_actors]--> Oyster Farmer --[written_by]--> Anna Reeves
Neg LogProb(↓):   0.117443
Path Entropy(↓):  0.348215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by set it off actors
Start Entity:     Set It Off
Gold Answer:      [['Mort Nathan', 'Stuart Beattie', 'Jessie Jones', 'Jason Filardi', 'Tyler Perry', 'Sheldon Lettich', 'Mark Brown', 'Jeffrey Price', 'Peter S. Seaman', 'Tina Andrews', 'Bradley Allenstein', 'Ntozake Shange', 'Luc Besson', 'Todd Graff', 'Sue Monk Kidd', 'Mike Binder', 'Richard LaGravenese']]
Predicted Ans:    Mark Brown
Predicted Path:   Set It Off --[starred_actors]--> Vivica A. Fox --[(INV) starred_actors]--> Two Can Play That Game --[written_by]--> Mark Brown
Path (Raw):       Set It Off --[starred_actors]--> Vivica A. Fox --[(INV) starred_actors]--> Two Can Play That Game --[written_by]--> Mark Brown
Neg LogProb(↓):   0.030174
Path Entropy(↓):  0.164504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of monte walsh
Start Entity:     Monte Walsh
Gold Answer:      [['Tribute to a Bad Man', 'Shane', 'Advance to the Rear']]
Predicted Ans:    Advance to the Rear
Predicted Path:   Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Advance to the Rear
Path (Raw):       Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Advance to the Rear --[No Operation]--> Advance to the Rear
Neg LogProb(↓):   0.214169
Path Entropy(↓):  0.505039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed mondo trasho
Start Entity:     Mondo Trasho
Gold Answer:      [['Thomas Meehan', "Mark O'Donnell", 'Leslie Dixon', 'John Waters']]
Predicted Ans:    Mark O'Donnell
Predicted Path:   Mondo Trasho --[directed_by]--> John Waters --[(INV) directed_by]--> Hairspray --[written_by]--> Mark O'Donnell
Path (Raw):       Mondo Trasho --[directed_by]--> John Waters --[(INV) directed_by]--> Hairspray --[written_by]--> Mark O'Donnell
Neg LogProb(↓):   0.823709
Path Entropy(↓):  1.572711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of sexy beast
Start Entity:     Sexy Beast
Gold Answer:      [['Nicole Kidman', 'Lauren Bacall', 'Danny Huston', 'Samantha Morton', 'Cameron Bright', 'Scarlett Johansson', 'Claire Rushbrook']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Sexy Beast --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Birth --[starred_actors]--> Nicole Kidman
Path (Raw):       Sexy Beast --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Birth --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.659002
Path Entropy(↓):  1.316919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie housekeeping
Start Entity:     Housekeeping
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Housekeeping --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Housekeeping --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.722202
Path Entropy(↓):  4.231251
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of john foster
Start Entity:     John Foster
Gold Answer:      [['Shelley Miller']]
Predicted Ans:    John Foster
Predicted Path:   John Foster --[(INV) written_by]--> Letters from a Killer --[written_by]--> John Foster
Path (Raw):       John Foster --[No Operation]--> John Foster --[(INV) written_by]--> Letters from a Killer --[written_by]--> John Foster
Neg LogProb(↓):   0.006722
Path Entropy(↓):  0.040211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of the chasers
Start Entity:     The Chasers
Gold Answer:      [['Erik Løchen']]
Predicted Ans:    Erik Løchen
Predicted Path:   The Chasers --[written_by]--> Erik Løchen --[(INV) written_by]--> The Chasers --[written_by]--> Erik Løchen
Path (Raw):       The Chasers --[written_by]--> Erik Løchen --[(INV) written_by]--> The Chasers --[written_by]--> Erik Løchen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter gavin o'connor co - wrote films with who
Start Entity:     Gavin O'Connor
Gold Answer:      [['Angela Shelton']]
Predicted Ans:    Gavin O'Connor
Predicted Path:   Gavin O'Connor --[(INV) written_by]--> Pride and Glory --[written_by]--> Gavin O'Connor
Path (Raw):       Gavin O'Connor --[No Operation]--> Gavin O'Connor --[(INV) written_by]--> Pride and Glory --[written_by]--> Gavin O'Connor
Neg LogProb(↓):   0.044179
Path Entropy(↓):  0.207681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of alexandra bastedo acted films
Start Entity:     Alexandra Bastedo
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Alexandra Bastedo --[(INV) starred_actors]--> The Blood Spattered Bride --[release_year]--> 1972
Path (Raw):       Alexandra Bastedo --[No Operation]--> Alexandra Bastedo --[(INV) starred_actors]--> The Blood Spattered Bride --[release_year]--> 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor isis valverde acted together with who
Start Entity:     Isis Valverde
Gold Answer:      [['Fabrício Boliveira']]
Predicted Ans:    Isis Valverde
Predicted Path:   Isis Valverde --[(INV) starred_actors]--> Brazilian Western --[starred_actors]--> Isis Valverde
Path (Raw):       Isis Valverde --[No Operation]--> Isis Valverde --[(INV) starred_actors]--> Brazilian Western --[starred_actors]--> Isis Valverde
Neg LogProb(↓):   0.546857
Path Entropy(↓):  0.680687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What topics is tokyo - ga about
Start Entity:     Tokyo-Ga
Gold Answer:      [['wim wenders']]
Predicted Ans:    wim wenders
Predicted Path:   Tokyo-Ga --[has_tags]--> wim wenders --[(INV) has_tags]--> The Salt of the Earth --[has_tags]--> wim wenders
Path (Raw):       Tokyo-Ga --[has_tags]--> wim wenders --[(INV) has_tags]--> The Salt of the Earth --[has_tags]--> wim wenders
Neg LogProb(↓):   0.000173
Path Entropy(↓):  0.001685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the last temptation of christ were in which genres
Start Entity:     The Last Temptation of Christ
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Last Temptation of Christ --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> Fireflies in the Garden --[has_genre]--> Drama
Path (Raw):       The Last Temptation of Christ --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> Fireflies in the Garden --[has_genre]--> Drama
Neg LogProb(↓):   0.974514
Path Entropy(↓):  1.584632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in morvern callar
Start Entity:     Morvern Callar
Gold Answer:      [['Samantha Morton']]
Predicted Ans:    Samantha Morton
Predicted Path:   Morvern Callar --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Path (Raw):       Morvern Callar --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.100336
Path Entropy(↓):  0.340595
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of kidnap syndicate
Start Entity:     Kidnap Syndicate
Gold Answer:      [['Fernando Di Leo', 'Giorgio Scerbanenco']]
Predicted Ans:    Giorgio Scerbanenco
Predicted Path:   Kidnap Syndicate --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Naked Violence --[written_by]--> Giorgio Scerbanenco
Path (Raw):       Kidnap Syndicate --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Naked Violence --[written_by]--> Giorgio Scerbanenco
Neg LogProb(↓):   0.527496
Path Entropy(↓):  0.960950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer edwin h. knopf
Start Entity:     Edwin H. Knopf
Gold Answer:      [['Ralph Bellamy', 'Anna Sten', 'Gary Cooper']]
Predicted Ans:    Gary Cooper
Predicted Path:   Edwin H. Knopf --[(INV) written_by]--> The Wedding Night --[starred_actors]--> Gary Cooper
Path (Raw):       Edwin H. Knopf --[No Operation]--> Edwin H. Knopf --[(INV) written_by]--> The Wedding Night --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.030532
Path Entropy(↓):  0.142014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was john gulager the director of
Start Entity:     John Gulager
Gold Answer:      [['Piranha 3DD', 'Feast']]
Predicted Ans:    Piranha 3DD
Predicted Path:   John Gulager --[(INV) directed_by]--> Piranha 3DD --[directed_by]--> John Gulager --[(INV) directed_by]--> Piranha 3DD
Path (Raw):       John Gulager --[(INV) directed_by]--> Piranha 3DD --[directed_by]--> John Gulager --[(INV) directed_by]--> Piranha 3DD
Neg LogProb(↓):   0.163860
Path Entropy(↓):  0.517942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by vincent friell release
Start Entity:     Vincent Friell
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Vincent Friell --[(INV) starred_actors]--> Restless Natives --[release_year]--> 1985
Path (Raw):       Vincent Friell --[No Operation]--> Vincent Friell --[(INV) starred_actors]--> Restless Natives --[release_year]--> 1985
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by jack smight were released in which years
Start Entity:     Jack Smight
Gold Answer:      [['1968', '1976', '1987', '1969', '1974', '1977']]
Predicted Ans:    1976
Predicted Path:   Jack Smight --[(INV) directed_by]--> Midway --[release_year]--> 1976
Path (Raw):       Jack Smight --[No Operation]--> Jack Smight --[(INV) directed_by]--> Midway --[release_year]--> 1976
Neg LogProb(↓):   0.585706
Path Entropy(↓):  1.129734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by armitage trail
Start Entity:     Armitage Trail
Gold Answer:      [['Howard Hawks', 'Brian De Palma', 'William Beaudine', 'Richard Rosson']]
Predicted Ans:    Howard Hawks
Predicted Path:   Armitage Trail --[(INV) written_by]--> Scarface --[directed_by]--> Howard Hawks
Path (Raw):       Armitage Trail --[No Operation]--> Armitage Trail --[(INV) written_by]--> Scarface --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.309753
Path Entropy(↓):  0.726157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter john bingham co - wrote films with who
Start Entity:     John Bingham
Gold Answer:      [['Oren Moverman', 'Ira Sachs']]
Predicted Ans:    Ira Sachs
Predicted Path:   John Bingham --[(INV) written_by]--> Married Life --[written_by]--> Ira Sachs
Path (Raw):       John Bingham --[No Operation]--> John Bingham --[(INV) written_by]--> Married Life --[written_by]--> Ira Sachs
Neg LogProb(↓):   0.002821
Path Entropy(↓):  0.019676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the wrong guy
Start Entity:     The Wrong Guy
Gold Answer:      [['dave foley']]
Predicted Ans:    dave foley
Predicted Path:   The Wrong Guy --[written_by]--> David Anthony Higgins --[(INV) written_by]--> The Wrong Guy --[has_tags]--> dave foley
Path (Raw):       The Wrong Guy --[written_by]--> David Anthony Higgins --[(INV) written_by]--> The Wrong Guy --[has_tags]--> dave foley
Neg LogProb(↓):   0.159161
Path Entropy(↓):  0.514620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for everybody wins
Start Entity:     Everybody Wins
Gold Answer:      [['Arthur Miller']]
Predicted Ans:    Arthur Miller
Predicted Path:   Everybody Wins --[written_by]--> Arthur Miller --[(INV) written_by]--> The Crucible --[written_by]--> Arthur Miller
Path (Raw):       Everybody Wins --[written_by]--> Arthur Miller --[(INV) written_by]--> The Crucible --[written_by]--> Arthur Miller
Neg LogProb(↓):   0.515570
Path Entropy(↓):  0.983837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in kiki
Start Entity:     Kiki
Gold Answer:      [['Edward Knoblock', 'Ruth Gordon', 'Garson Kanin', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Benjamin Glazer', 'Frederick Lonsdale', 'Preston Sturges', 'Irwin Shaw', 'Claudine West', 'George Froeschel', 'Wells Root', 'Charles Dickens', 'Dale Van Every', 'Justin Huntly McCarthy', 'Sidney Buchman', 'Donald Ogden Stewart', 'Noel Langley', 'Sidney Harmon', 'John L. Balderston', 'Harold Bell Wright', 'Sidney Howard', 'Arthur Wimperis', 'George S. Kaufman', 'James Hilton', 'John P. Marquand', 'Hans Jacoby']]
Predicted Ans:    Noel Langley
Predicted Path:   Kiki --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> The Prisoner of Zenda --[written_by]--> Noel Langley
Path (Raw):       Kiki --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> The Prisoner of Zenda --[written_by]--> Noel Langley
Neg LogProb(↓):   1.562197
Path Entropy(↓):  2.743052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by shirley jean rickert were in which genres
Start Entity:     Shirley Jean Rickert
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Shirley Jean Rickert --[(INV) starred_actors]--> 'Neath the Arizona Skies --[has_genre]--> Western
Path (Raw):       Shirley Jean Rickert --[No Operation]--> Shirley Jean Rickert --[(INV) starred_actors]--> 'Neath the Arizona Skies --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter cunningham o'keefe co - wrote films with who
Start Entity:     Cunningham O'Keefe
Gold Answer:      [['Julian Schnabel', 'Lázaro Gómez Carriles']]
Predicted Ans:    Julian Schnabel
Predicted Path:   Cunningham O'Keefe --[(INV) written_by]--> Before Night Falls --[written_by]--> Julian Schnabel
Path (Raw):       Cunningham O'Keefe --[No Operation]--> Cunningham O'Keefe --[(INV) written_by]--> Before Night Falls --[written_by]--> Julian Schnabel
Neg LogProb(↓):   0.007727
Path Entropy(↓):  0.049523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the wonderful ice cream suit
Start Entity:     The Wonderful Ice Cream Suit
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Wonderful Ice Cream Suit --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[in_language]--> English
Path (Raw):       The Wonderful Ice Cream Suit --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[in_language]--> English
Neg LogProb(↓):   0.006665
Path Entropy(↓):  0.046376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does our little girl fall under
Start Entity:     Our Little Girl
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Our Little Girl --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Our Little Girl --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.320649
Path Entropy(↓):  4.539548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by victorien sardou
Start Entity:     Victorien Sardou
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Victorien Sardou --[(INV) written_by]--> That Uncertain Feeling --[has_genre]--> Comedy
Path (Raw):       Victorien Sardou --[No Operation]--> Victorien Sardou --[(INV) written_by]--> That Uncertain Feeling --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie one foot in heaven
Start Entity:     One Foot in Heaven
Gold Answer:      [['Beulah Bondi', 'Martha Scott', 'Gene Lockhart', 'Fredric March']]
Predicted Ans:    Fredric March
Predicted Path:   One Foot in Heaven --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Anthony Adverse --[starred_actors]--> Fredric March
Path (Raw):       One Foot in Heaven --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Anthony Adverse --[starred_actors]--> Fredric March
Neg LogProb(↓):   0.329794
Path Entropy(↓):  0.983763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the crossing guard
Start Entity:     The Crossing Guard
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   The Crossing Guard --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       The Crossing Guard --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   2.585020
Path Entropy(↓):  3.942566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by william monahan
Start Entity:     William Monahan
Gold Answer:      [['Ken Bruen']]
Predicted Ans:    William Monahan
Predicted Path:   William Monahan --[(INV) directed_by]--> London Boulevard --[written_by]--> William Monahan
Path (Raw):       William Monahan --[No Operation]--> William Monahan --[(INV) directed_by]--> London Boulevard --[written_by]--> William Monahan
Neg LogProb(↓):   0.041338
Path Entropy(↓):  0.179980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films starred by children of the living dead actors
Start Entity:     Children of the Living Dead
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Children of the Living Dead --[starred_actors]--> Tom Savini --[(INV) starred_actors]--> Creepshow 2 --[has_genre]--> Comedy
Path (Raw):       Children of the Living Dead --[starred_actors]--> Tom Savini --[(INV) starred_actors]--> Creepshow 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.171156
Path Entropy(↓):  0.435314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie ocean heaven
Start Entity:     Ocean Heaven
Gold Answer:      [['Daniel Lee', 'Peter Chan', 'Stephen Frears', 'Chris Nahon', 'Rob Minkoff', 'Gordon Chan', 'Peter Weir', 'Simon West', 'Sylvester Stallone', 'Ronny Yu', 'Andrzej Bartkowiak', 'Louis Leterrier', 'Philip G. Atwell', 'Paul Thomas Anderson', 'Corey Yuen', 'James Wong']]
Predicted Ans:    Simon West
Predicted Path:   Ocean Heaven --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Path (Raw):       Ocean Heaven --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Expendables 2 --[directed_by]--> Simon West
Neg LogProb(↓):   0.803075
Path Entropy(↓):  1.116581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by tokyo sonata screenwriters
Start Entity:     Tokyo Sonata
Gold Answer:      [['Flemish', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Tokyo Sonata --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Pulse --[in_language]--> Japanese
Path (Raw):       Tokyo Sonata --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Pulse --[in_language]--> Japanese
Neg LogProb(↓):   0.694948
Path Entropy(↓):  0.706225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by francis ford coppola starred who
Start Entity:     Francis Ford Coppola
Gold Answer:      [['Bruce Dern', 'Anjelica Huston', 'Mickey Rourke', 'Alden Ehrenreich', 'Lloyd Bridges', 'Marlon Brando', 'Katharine Hepburn', 'Alan Ladd', 'William Campbell', 'Luana Anders', 'James Caan', 'Peter Kastner', 'Woody Allen', 'Karen Black', 'Macdonald Carey', 'Robert Redford', 'Maribel Verdú', 'Karl Malden', 'Martin Sheen', 'Richard Gere', 'Gregory Hines', 'Elizabeth Hartman', 'Kate Reid', 'Wendell Corey', 'Michael Jackson', 'Matt Damon', 'Jon Voight', 'Diane Lane', 'Val Kilmer', 'Robert Duvall', 'Claire Danes', 'Danny DeVito', 'Lonette McKee', 'Gene Hackman', 'Elle Fanning', 'Burt Lancaster', 'Betty Field', 'Geraldine Page', 'Mia Farrow', 'Vincent Gallo', 'Raul Julia', 'Ruth Hussey', 'Teri Garr', 'Frederic Forrest', 'George C. Scott', 'John Cazale', 'Charles Bronson', 'Allen Garfield', 'Nastassja Kinski', 'Matt Dillon', 'Al Pacino', 'Natalie Wood', 'Shirley Knight']]
Predicted Ans:    Gene Hackman
Predicted Path:   Francis Ford Coppola --[(INV) written_by]--> The Conversation --[starred_actors]--> Gene Hackman
Path (Raw):       Francis Ford Coppola --[No Operation]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.898596
Path Entropy(↓):  1.783623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by bond girls are forever actors
Start Entity:     Bond Girls Are Forever
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Bond Girls Are Forever --[starred_actors]--> Ursula Andress --[(INV) starred_actors]--> The Blue Max --[has_genre]--> War
Path (Raw):       Bond Girls Are Forever --[starred_actors]--> Ursula Andress --[(INV) starred_actors]--> The Blue Max --[has_genre]--> War
Neg LogProb(↓):   0.327798
Path Entropy(↓):  0.822760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by tod browning released
Start Entity:     Tod Browning
Gold Answer:      [['1936', '1929', '1925', '1927', '1932', '1926', '1979', '1935', '1928', '1930', '1931']]
Predicted Ans:    1935
Predicted Path:   Tod Browning --[(INV) directed_by]--> Mark of the Vampire --[release_year]--> 1935
Path (Raw):       Tod Browning --[No Operation]--> Tod Browning --[(INV) directed_by]--> Mark of the Vampire --[release_year]--> 1935
Neg LogProb(↓):   1.263257
Path Entropy(↓):  1.879857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in riz ahmed acted films
Start Entity:     Riz Ahmed
Gold Answer:      [['Urdu']]
Predicted Ans:    Urdu
Predicted Path:   Riz Ahmed --[(INV) starred_actors]--> The Reluctant Fundamentalist --[in_language]--> Urdu
Path (Raw):       Riz Ahmed --[No Operation]--> Riz Ahmed --[(INV) starred_actors]--> The Reluctant Fundamentalist --[in_language]--> Urdu
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the cobra director release
Start Entity:     Cobra
Gold Answer:      [['1983', '1997', '1993']]
Predicted Ans:    1986
Predicted Path:   Cobra --[directed_by]--> George P. Cosmatos --[(INV) directed_by]--> Cobra --[release_year]--> 1986
Path (Raw):       Cobra --[directed_by]--> George P. Cosmatos --[(INV) directed_by]--> Cobra --[release_year]--> 1986
Neg LogProb(↓):   0.114744
Path Entropy(↓):  0.401166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share screenwriters with the movie then she found me
Start Entity:     Then She Found Me
Gold Answer:      [['1983']]
Predicted Ans:    2007
Predicted Path:   Then She Found Me --[written_by]--> Helen Hunt --[(INV) written_by]--> Then She Found Me --[release_year]--> 2007
Path (Raw):       Then She Found Me --[written_by]--> Helen Hunt --[(INV) written_by]--> Then She Found Me --[release_year]--> 2007
Neg LogProb(↓):   0.010813
Path Entropy(↓):  0.063046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of the well - digger's daughter
Start Entity:     The Well-Digger's Daughter
Gold Answer:      [['Daniel Auteuil']]
Predicted Ans:    Marcel Pagnol
Predicted Path:   The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol
Path (Raw):       The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol --[(INV) directed_by]--> The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol
Neg LogProb(↓):   0.060183
Path Entropy(↓):  0.239984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by jacques perrin were in which genres
Start Entity:     Jacques Perrin
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jacques Perrin --[(INV) directed_by]--> Oceans --[has_genre]--> Documentary
Path (Raw):       Jacques Perrin --[No Operation]--> Jacques Perrin --[(INV) directed_by]--> Oceans --[has_genre]--> Documentary
Neg LogProb(↓):   0.462089
Path Entropy(↓):  0.658980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of trapeze
Start Entity:     Trapeze
Gold Answer:      [["Murphy's War", "The Devil at 4 O'Clock", 'Here Comes the Groom', 'Seven Thieves', 'Chain Lightning', 'Fire Down Below']]
Predicted Ans:    The Devil at 4 O'Clock
Predicted Path:   Trapeze --[written_by]--> Max Catto --[(INV) written_by]--> The Devil at 4 O'Clock
Path (Raw):       Trapeze --[No Operation]--> Trapeze --[written_by]--> Max Catto --[(INV) written_by]--> The Devil at 4 O'Clock
Neg LogProb(↓):   0.445759
Path Entropy(↓):  1.152187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter jakob schuh
Start Entity:     Jakob Schuh
Gold Answer:      [['Tom Wilkinson', 'John Hurt', 'Helena Bonham Carter', 'James Corden']]
Predicted Ans:    John Hurt
Predicted Path:   Jakob Schuh --[(INV) written_by]--> The Gruffalo --[starred_actors]--> John Hurt
Path (Raw):       Jakob Schuh --[No Operation]--> Jakob Schuh --[(INV) written_by]--> The Gruffalo --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.169430
Path Entropy(↓):  0.464372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the vow
Start Entity:     The Vow
Gold Answer:      [['Kimberly Peirce', 'Anne Fletcher', 'Lasse Hallström', 'Dito Montiel', 'Bennett Miller', 'Woody Allen', 'Roland Emmerich', 'Wes Craven', 'Andy Fickman', 'Steven Soderbergh', 'Kevin Macdonald', 'Christopher Miller', 'Phil Lord', 'Roger Michell', 'Richard Curtis', 'Lowell Sherman', 'Jamie Linden', 'Hal Hartley', 'Mark Waters', 'Terrence Malick', 'Brian De Palma', 'Thomas Bezucha']]
Predicted Ans:    Christopher Miller
Predicted Path:   The Vow --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[directed_by]--> Christopher Miller
Path (Raw):       The Vow --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[directed_by]--> Christopher Miller
Neg LogProb(↓):   0.902299
Path Entropy(↓):  1.325736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie other people's money
Start Entity:     Other People's Money
Gold Answer:      [["Frank O'Rourke", 'Scott Alexander', 'Larry Karaszewski', 'Luis Puenzo', 'Aída Bortnik', 'Angus MacPhail', 'Dale Launer', 'David O. Selznick', 'Sloan Wilson', 'Larry McMurtry', 'David Mamet', 'Brian Koppelman', 'Paul Reubens', 'Daniel Waters', 'Alistair MacLean', 'Jerry Beck', 'Warren Adler', 'David Koepp', 'Edwin Torres', 'Nunnally Johnson', 'Martin Caidin', 'Marcia Davenport', 'Nevil Shute', 'Elmore Leonard', 'Ben Hecht', 'Heywood Gould', 'Herman Melville', 'Nicholas Kazan', 'Walter B. Gibson', 'Barry Levinson', 'Jeremy Joe Kronsberg', 'David Seltzer', 'James L. Brooks', 'Gordon Cotler', 'Grace Cary Bickley', 'Sonya Levien', 'Paul Osborn', 'Ira Levin', 'Marjorie Kinnan Rawlings', 'Carlos Fuentes', 'John D. MacDonald', 'James Leasor', 'Joseph L. Mankiewicz', 'N. Richard Nash', 'Dr. Seuss', 'Donald Hamilton', 'John Paxton', 'Alan Sharp', 'William Bowers', 'Ray Bradbury', 'Heck Allen', 'Richard LaGravenese', 'John Meehan', 'Francis Ford Coppola', 'John Grisham', 'Robin Swicord', 'Dan McCall', 'John Dighton', 'Roald Dahl', 'Rachid Bouchareb', 'Alma Reville', 'Sy Bartlett', 'Harper Lee', 'Robert Guédiguian', 'Philip Dunne', 'John Huston', 'Casey Robinson', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'Emeric Pressburger', 'Carl Foreman', 'Jed Harris', 'George Wells', 'James Bridie', 'André De Toth', 'Leo Rosten', 'Jake Paltrow', 'Steven Zaillian', 'James R. Webb', 'Peter Stone', 'Howard Fast', 'Dalton Trumbo', 'Madison Jones', 'William Sellers', 'William Goldman', 'Donald E. Westlake', 'Lincoln Child', 'Douglas Preston', 'Horton Foote']]
Predicted Ans:    Carl Foreman
Predicted Path:   Other People's Money --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Path (Raw):       Other People's Money --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Neg LogProb(↓):   1.509442
Path Entropy(↓):  2.509687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by vardis fisher
Start Entity:     Vardis Fisher
Gold Answer:      [['Sydney Pollack']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Vardis Fisher --[(INV) written_by]--> Jeremiah Johnson --[directed_by]--> Sydney Pollack
Path (Raw):       Vardis Fisher --[No Operation]--> Vardis Fisher --[(INV) written_by]--> Jeremiah Johnson --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by john le carre
Start Entity:     John le Carré
Gold Answer:      [['Turkish', 'English']]
Predicted Ans:    English
Predicted Path:   John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold --[in_language]--> English
Path (Raw):       John le Carré --[No Operation]--> John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold --[in_language]--> English
Neg LogProb(↓):   0.000597
Path Entropy(↓):  0.005082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film a blueprint for murder were released in which years
Start Entity:     A Blueprint for Murder
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '1977', '1951', '1953', '1947', '1956', '1943', '1948', '1971', '1942', '1940', '1961', '1955', '1949', '1950', '1945', '1969', '1952', '1958']]
Predicted Ans:    1961
Predicted Path:   A Blueprint for Murder --[starred_actors]--> Joseph Cotten --[(INV) starred_actors]--> The Last Sunset --[release_year]--> 1961
Path (Raw):       A Blueprint for Murder --[starred_actors]--> Joseph Cotten --[(INV) starred_actors]--> The Last Sunset --[release_year]--> 1961
Neg LogProb(↓):   1.142093
Path Entropy(↓):  2.462184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film home for the holidays
Start Entity:     Home for the Holidays
Gold Answer:      [['Mike Nichols', 'Paul Haggis', 'Lasse Hallström', 'Ron Underwood', 'Thomas Schlamme', 'Jeff Kanew', 'Burt Reynolds', 'Guy Ritchie', 'James Toback', 'Jack Hofsiss', 'Daniel Barnz', 'David Lynch', 'Joe Mantegna', 'Mike Figgis', 'James L. Brooks', 'George Schaefer', 'Mark Mylod', 'John Ford', 'Roger Spottiswoode', 'Barry Sonnenfeld', 'Richard LaGravenese', 'Ridley Scott', 'Jacques Tourneur', 'John Cassavetes', 'Jon Amiel', 'Colin Higgins', 'Anne Bancroft', 'Harmon Jones', 'Herbert Ross', 'Laurence Olivier', 'Arild Fröhlich', 'David Cronenberg', 'Steven Spielberg', 'Paul Bogart', 'Stuart Gillard', 'Sidney Lumet', 'Tom Moore', 'Danny Boyle', 'Edward Norton', 'Catherine Hardwicke', 'Arthur Penn', 'Sydney Pollack', 'Diablo Cody', 'Mary Agnes Donoghue', 'Norman Jewison', 'Jack Clayton', 'Karl Mueller', 'Nick Hurran', 'Jane Campion', 'Brian De Palma', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    David Lynch
Predicted Path:   Home for the Holidays --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[directed_by]--> David Lynch
Path (Raw):       Home for the Holidays --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[directed_by]--> David Lynch
Neg LogProb(↓):   1.481043
Path Entropy(↓):  2.161032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by toby huss
Start Entity:     Toby Huss
Gold Answer:      [['Lao']]
Predicted Ans:    Lao
Predicted Path:   Toby Huss --[(INV) starred_actors]--> Rescue Dawn --[in_language]--> Lao
Path (Raw):       Toby Huss --[No Operation]--> Toby Huss --[(INV) starred_actors]--> Rescue Dawn --[in_language]--> Lao
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by boris giller released
Start Entity:     Boris Giller
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Boris Giller --[(INV) written_by]--> Prisoner of the Mountains --[release_year]--> 1996
Path (Raw):       Boris Giller --[No Operation]--> Boris Giller --[(INV) written_by]--> Prisoner of the Mountains --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by hideo nakata released
Start Entity:     Hideo Nakata
Gold Answer:      [['1998', '2000', '2001', '2005', '2010', '1999', '2002']]
Predicted Ans:    2005
Predicted Path:   Hideo Nakata --[(INV) directed_by]--> Chaos --[release_year]--> 2005
Path (Raw):       Hideo Nakata --[No Operation]--> Hideo Nakata --[(INV) directed_by]--> Chaos --[release_year]--> 2005
Neg LogProb(↓):   1.735288
Path Entropy(↓):  2.579167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by rafael ferro
Start Entity:     Rafael Ferro
Gold Answer:      [['Esteban Sapir']]
Predicted Ans:    Esteban Sapir
Predicted Path:   Rafael Ferro --[(INV) starred_actors]--> La Antena --[directed_by]--> Esteban Sapir
Path (Raw):       Rafael Ferro --[No Operation]--> Rafael Ferro --[(INV) starred_actors]--> La Antena --[directed_by]--> Esteban Sapir
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in a loving father
Start Entity:     A Loving Father
Gold Answer:      [['Gérard Depardieu', 'Guillaume Depardieu', 'Sylvie Testud']]
Predicted Ans:    Guillaume Depardieu
Predicted Path:   A Loving Father --[starred_actors]--> Guillaume Depardieu --[(INV) starred_actors]--> A Loving Father --[starred_actors]--> Guillaume Depardieu
Path (Raw):       A Loving Father --[starred_actors]--> Guillaume Depardieu --[(INV) starred_actors]--> A Loving Father --[starred_actors]--> Guillaume Depardieu
Neg LogProb(↓):   0.682274
Path Entropy(↓):  1.281850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the hundred - foot journey
Start Entity:     The Hundred-Foot Journey
Gold Answer:      [['Steven Knight', 'David Cronenberg', 'Stephen Frears', 'John Crowley']]
Predicted Ans:    Steven Knight
Predicted Path:   The Hundred-Foot Journey --[written_by]--> Steven Knight --[(INV) written_by]--> Locke --[directed_by]--> Steven Knight
Path (Raw):       The Hundred-Foot Journey --[written_by]--> Steven Knight --[(INV) written_by]--> Locke --[directed_by]--> Steven Knight
Neg LogProb(↓):   0.017925
Path Entropy(↓):  0.098056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with only the strong fall under
Start Entity:     Only the Strong
Gold Answer:      [['Sport', 'Mystery', 'Action']]
Predicted Ans:    Action
Predicted Path:   Only the Strong --[directed_by]--> Sheldon Lettich --[(INV) directed_by]--> Double Impact --[has_genre]--> Action
Path (Raw):       Only the Strong --[directed_by]--> Sheldon Lettich --[(INV) directed_by]--> Double Impact --[has_genre]--> Action
Neg LogProb(↓):   0.125932
Path Entropy(↓):  0.408454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of james hilton written films
Start Entity:     James Hilton
Gold Answer:      [['Sam Wood', 'George Cukor', 'Cecil B. DeMille', 'Charles Jarrott', 'Herbert Ross', 'W.S. Van Dyke', 'Mervyn LeRoy', 'Frank Capra', 'Alfred Hitchcock']]
Predicted Ans:    Frank Capra
Predicted Path:   James Hilton --[(INV) written_by]--> Lost Horizon --[directed_by]--> Frank Capra
Path (Raw):       James Hilton --[No Operation]--> James Hilton --[(INV) written_by]--> Lost Horizon --[directed_by]--> Frank Capra
Neg LogProb(↓):   1.064284
Path Entropy(↓):  1.423924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by he who gets slapped writers release
Start Entity:     He Who Gets Slapped
Gold Answer:      [['1921']]
Predicted Ans:    1921
Predicted Path:   He Who Gets Slapped --[written_by]--> Victor Sjöström --[(INV) written_by]--> The Phantom Carriage --[release_year]--> 1921
Path (Raw):       He Who Gets Slapped --[written_by]--> Victor Sjöström --[(INV) written_by]--> The Phantom Carriage --[release_year]--> 1921
Neg LogProb(↓):   0.098370
Path Entropy(↓):  0.311636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor masashi endo is a co - star of who
Start Entity:     Masashi Endô
Gold Answer:      [['Guitar Wolf']]
Predicted Ans:    Masashi Endô
Predicted Path:   Masashi Endô --[(INV) starred_actors]--> Wild Zero --[starred_actors]--> Masashi Endô
Path (Raw):       Masashi Endô --[No Operation]--> Masashi Endô --[(INV) starred_actors]--> Wild Zero --[starred_actors]--> Masashi Endô
Neg LogProb(↓):   0.000141
Path Entropy(↓):  0.001387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the movies acted by steve marshall
Start Entity:     Steve Marshall
Gold Answer:      [['Fred Dekker']]
Predicted Ans:    Fred Dekker
Predicted Path:   Steve Marshall --[(INV) starred_actors]--> Night of the Creeps --[directed_by]--> Fred Dekker
Path (Raw):       Steve Marshall --[No Operation]--> Steve Marshall --[(INV) starred_actors]--> Night of the Creeps --[directed_by]--> Fred Dekker
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote adore
Start Entity:     Adore
Gold Answer:      [['2001', '2003', '2005', '2009']]
Predicted Ans:    2003
Predicted Path:   Adore --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[release_year]--> 2003
Path (Raw):       Adore --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[release_year]--> 2003
Neg LogProb(↓):   0.670564
Path Entropy(↓):  1.018758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with scrooged fall under
Start Entity:     Scrooged
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Scrooged --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[has_genre]--> Comedy
Path (Raw):       Scrooged --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[has_genre]--> Comedy
Neg LogProb(↓):   0.725248
Path Entropy(↓):  0.870296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film lady in a cage
Start Entity:     Lady in a Cage
Gold Answer:      [['1980', '1946', '2003', '1992', '1959', '1993', '1936', '2006', '1967', '1935', '1941', '1974', '1968', '1939', '2009', '1982', '1973', '2014', '1943', '1995', '1976', '1948', '1972', '1971', '1990', '1942', '1940', '1938', '1996', '1981', '2012', '1955', '2013', '1988', '1978', '2000', '1949', '1997', '1975', '1966', '1952', '1991', '1965', '1987', '1969', '1937']]
Predicted Ans:    1955
Predicted Path:   Lady in a Cage --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Path (Raw):       Lady in a Cage --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Neg LogProb(↓):   1.752471
Path Entropy(↓):  2.295944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by jerry stiller fall under
Start Entity:     Jerry Stiller
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jerry Stiller --[(INV) starred_actors]--> Hot Pursuit --[has_genre]--> Comedy
Path (Raw):       Jerry Stiller --[No Operation]--> Jerry Stiller --[(INV) starred_actors]--> Hot Pursuit --[has_genre]--> Comedy
Neg LogProb(↓):   0.020070
Path Entropy(↓):  0.111659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by matt maiellaro released
Start Entity:     Matt Maiellaro
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Matt Maiellaro --[(INV) written_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters --[release_year]--> 2007
Path (Raw):       Matt Maiellaro --[No Operation]--> Matt Maiellaro --[(INV) written_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the crimson rivers
Start Entity:     The Crimson Rivers
Gold Answer:      [['Rebellion', 'La Haine', 'Babylon A.D.']]
Predicted Ans:    Rebellion
Predicted Path:   The Crimson Rivers --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion
Path (Raw):       The Crimson Rivers --[written_by]--> Mathieu Kassovitz --[(INV) written_by]--> Rebellion --[No Operation]--> Rebellion
Neg LogProb(↓):   0.487744
Path Entropy(↓):  0.780159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film domestic disturbance were released in which years
Start Entity:     Domestic Disturbance
Gold Answer:      [['1980', '2008', '2003', '1993', '1977', '2007', '1998', '2009', '2010', '2004', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '1981', '2011', '2013', '1978', '2000', '1997', '1950', '2005', '1991', '1999']]
Predicted Ans:    1989
Predicted Path:   Domestic Disturbance --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Path (Raw):       Domestic Disturbance --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Neg LogProb(↓):   0.816508
Path Entropy(↓):  1.745577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by reinhard klooss were written by who
Start Entity:     Reinhard Klooss
Gold Answer:      [['Erich Kästner', 'Oliver Huzly', 'Edgar Rice Burroughs', 'Jessica Postigo', 'Tab Murphy', 'Bob Tzudiker', 'Noni White']]
Predicted Ans:    Chris Buck
Predicted Path:   Reinhard Klooss --[(INV) written_by]--> Tarzan --[directed_by]--> Chris Buck
Path (Raw):       Reinhard Klooss --[No Operation]--> Reinhard Klooss --[(INV) written_by]--> Tarzan --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.647941
Path Entropy(↓):  1.372905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of open water is also the director of which movies
Start Entity:     Open Water
Gold Answer:      [['Silent House']]
Predicted Ans:    Silent House
Predicted Path:   Open Water --[directed_by]--> Chris Kentis --[(INV) directed_by]--> Silent House
Path (Raw):       Open Water --[directed_by]--> Chris Kentis --[(INV) directed_by]--> Silent House --[No Operation]--> Silent House
Neg LogProb(↓):   0.003605
Path Entropy(↓):  0.023861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by alexis denisof in
Start Entity:     Alexis Denisof
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alexis Denisof --[(INV) starred_actors]--> Much Ado About Nothing --[has_genre]--> Comedy
Path (Raw):       Alexis Denisof --[No Operation]--> Alexis Denisof --[(INV) starred_actors]--> Much Ado About Nothing --[has_genre]--> Comedy
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the discreet charm of the bourgeoisie
Start Entity:     The Discreet Charm of the Bourgeoisie
Gold Answer:      [['1970', '1954', '1936', '1967', '2015', '1974', '1977', '1933', '1951', '1956', '1961', '1955', '1964', '1997', '1950', '1960', '1929', '1965', '1969', '1930']]
Predicted Ans:    1967
Predicted Path:   The Discreet Charm of the Bourgeoisie --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Belle de Jour --[release_year]--> 1967
Path (Raw):       The Discreet Charm of the Bourgeoisie --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> Belle de Jour --[release_year]--> 1967
Neg LogProb(↓):   1.117674
Path Entropy(↓):  2.144232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of soldier
Start Entity:     Soldier
Gold Answer:      [['Richard Harris', 'Clint Eastwood', 'Morgan Freeman', 'Rutger Hauer', 'Gene Hackman']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Soldier --[written_by]--> David Webb Peoples --[(INV) written_by]--> Unforgiven --[starred_actors]--> Morgan Freeman
Path (Raw):       Soldier --[written_by]--> David Webb Peoples --[(INV) written_by]--> Unforgiven --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.586390
Path Entropy(↓):  1.306723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of stanley rauh written movies
Start Entity:     Stanley Rauh
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   Stanley Rauh --[(INV) written_by]--> A-Haunting We Will Go --[release_year]--> 1942
Path (Raw):       Stanley Rauh --[No Operation]--> Stanley Rauh --[(INV) written_by]--> A-Haunting We Will Go --[release_year]--> 1942
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by jay cronley released
Start Entity:     Jay Cronley
Gold Answer:      [['1988', '1990', '1989']]
Predicted Ans:    1990
Predicted Path:   Jay Cronley --[(INV) written_by]--> Quick Change --[release_year]--> 1990
Path (Raw):       Jay Cronley --[No Operation]--> Jay Cronley --[(INV) written_by]--> Quick Change --[release_year]--> 1990
Neg LogProb(↓):   0.186384
Path Entropy(↓):  0.568926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by val guest fall under
Start Entity:     Val Guest
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Musical']]
Predicted Ans:    Horror
Predicted Path:   Val Guest --[(INV) written_by]--> The Quatermass Xperiment --[has_genre]--> Horror
Path (Raw):       Val Guest --[No Operation]--> Val Guest --[(INV) written_by]--> The Quatermass Xperiment --[has_genre]--> Horror
Neg LogProb(↓):   0.085352
Path Entropy(↓):  0.374790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the damned united were released in which years
Start Entity:     The Damned United
Gold Answer:      [['1995', '1998', '1934', '2010', '2004', '2006', '1932', '1935', '2012', '1958']]
Predicted Ans:    1935
Predicted Path:   The Damned United --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Les Misérables --[release_year]--> 1935
Path (Raw):       The Damned United --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Les Misérables --[release_year]--> 1935
Neg LogProb(↓):   1.272674
Path Entropy(↓):  1.718827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of george dicenzo acted films
Start Entity:     George DiCenzo
Gold Answer:      [['1976', '2004']]
Predicted Ans:    1976
Predicted Path:   George DiCenzo --[(INV) starred_actors]--> Helter Skelter --[release_year]--> 1976
Path (Raw):       George DiCenzo --[No Operation]--> George DiCenzo --[(INV) starred_actors]--> Helter Skelter --[release_year]--> 1976
Neg LogProb(↓):   0.216877
Path Entropy(↓):  0.493351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie romeo + juliet
Start Entity:     Romeo + Juliet
Gold Answer:      [['Scott Kalvert', 'Michael Pressman', 'Clint Eastwood', 'Edward Zwick', 'Leila Conners', 'Nadia Conners', 'Lasse Hallström', 'Joseph Anthony', 'Jerry Zaks', 'Martin Scorsese', 'James Cameron', 'Thomas Vinterberg', 'Quentin Tarantino', 'Jean Negulesco', 'Mick Jackson', 'Christopher Nolan', 'Max Mayer', 'Ridley Scott', 'Francis Ford Coppola', 'Sam Raimi', 'Steven Spielberg', 'Danny Boyle', 'James Whale', 'Anand Tucker', 'Burr Steers', 'Agnieszka Holland', 'Scott Silver', 'Robert Day', 'Randall Wallace', 'Jonathan Kaplan', 'Sam Mendes', 'Thomas Bezucha']]
Predicted Ans:    Randall Wallace
Predicted Path:   Romeo + Juliet --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[directed_by]--> Randall Wallace
Path (Raw):       Romeo + Juliet --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[directed_by]--> Randall Wallace
Neg LogProb(↓):   0.275874
Path Entropy(↓):  0.740740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in jens lien directed films
Start Entity:     Jens Lien
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Jens Lien --[(INV) directed_by]--> Jonny Vang --[in_language]--> Norwegian
Path (Raw):       Jens Lien --[No Operation]--> Jens Lien --[(INV) directed_by]--> Jonny Vang --[in_language]--> Norwegian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is romeo and juliet
Start Entity:     Romeo and Juliet
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Romeo and Juliet --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Romeo and Juliet --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   4.174105
Path Entropy(↓):  5.304544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote communion
Start Entity:     Communion
Gold Answer:      [['Michael Wadleigh', 'Tony Scott']]
Predicted Ans:    Tony Scott
Predicted Path:   Communion --[written_by]--> Whitley Strieber --[(INV) written_by]--> The Hunger --[directed_by]--> Tony Scott
Path (Raw):       Communion --[written_by]--> Whitley Strieber --[(INV) written_by]--> The Hunger --[directed_by]--> Tony Scott
Neg LogProb(↓):   0.186888
Path Entropy(↓):  0.482874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did jeff probst write
Start Entity:     Jeff Probst
Gold Answer:      [["Finder's Fee"]]
Predicted Ans:    Finder's Fee
Predicted Path:   Jeff Probst --[(INV) written_by]--> Finder's Fee --[written_by]--> Jeff Probst --[(INV) written_by]--> Finder's Fee
Path (Raw):       Jeff Probst --[(INV) written_by]--> Finder's Fee --[written_by]--> Jeff Probst --[(INV) written_by]--> Finder's Fee
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by daniel auteuil
Start Entity:     Daniel Auteuil
Gold Answer:      [['Marcel Pagnol']]
Predicted Ans:    Marcel Pagnol
Predicted Path:   Daniel Auteuil --[(INV) directed_by]--> The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol
Path (Raw):       Daniel Auteuil --[No Operation]--> Daniel Auteuil --[(INV) directed_by]--> The Well-Digger's Daughter --[directed_by]--> Marcel Pagnol
Neg LogProb(↓):   0.054397
Path Entropy(↓):  0.236167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by leandro firmino released
Start Entity:     Leandro Firmino
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Leandro Firmino --[(INV) starred_actors]--> City of God --[release_year]--> 2002
Path (Raw):       Leandro Firmino --[No Operation]--> Leandro Firmino --[(INV) starred_actors]--> City of God --[release_year]--> 2002
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film london after midnight
Start Entity:     London After Midnight
Gold Answer:      [['Tod Browning']]
Predicted Ans:    Tod Browning
Predicted Path:   London After Midnight --[written_by]--> Tod Browning --[(INV) written_by]--> Where East Is East --[written_by]--> Tod Browning
Path (Raw):       London After Midnight --[written_by]--> Tod Browning --[(INV) written_by]--> Where East Is East --[written_by]--> Tod Browning
Neg LogProb(↓):   0.693131
Path Entropy(↓):  1.011747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of heartbeeps
Start Entity:     Heartbeeps
Gold Answer:      [['Pennies from Heaven', 'Slaves of New York', 'Into the Woods', 'The Jerk', 'Cinderella', 'Pink Cadillac']]
Predicted Ans:    Cinderella
Predicted Path:   Heartbeeps --[starred_actors]--> Bernadette Peters --[(INV) starred_actors]--> Cinderella
Path (Raw):       Heartbeeps --[starred_actors]--> Bernadette Peters --[No Operation]--> Bernadette Peters --[(INV) starred_actors]--> Cinderella
Neg LogProb(↓):   0.314743
Path Entropy(↓):  0.632869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of plastic bag was who
Start Entity:     Plastic Bag
Gold Answer:      [['Ramin Bahrani']]
Predicted Ans:    Ramin Bahrani
Predicted Path:   Plastic Bag --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes --[directed_by]--> Ramin Bahrani
Path (Raw):       Plastic Bag --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes --[directed_by]--> Ramin Bahrani
Neg LogProb(↓):   0.115347
Path Entropy(↓):  0.445272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by michael feifer
Start Entity:     Michael Feifer
Gold Answer:      [['Grim Reaper']]
Predicted Ans:    Grim Reaper
Predicted Path:   Michael Feifer --[(INV) written_by]--> Grim Reaper --[written_by]--> Michael Feifer --[(INV) written_by]--> Grim Reaper
Path (Raw):       Michael Feifer --[(INV) written_by]--> Grim Reaper --[written_by]--> Michael Feifer --[(INV) written_by]--> Grim Reaper
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the verdict
Start Entity:     The Verdict
Gold Answer:      [['Romance', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Verdict --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Path (Raw):       The Verdict --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Neg LogProb(↓):   1.194062
Path Entropy(↓):  2.222193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie crossfire
Start Entity:     Crossfire
Gold Answer:      [['William A. Seiter', 'Irving Pichel', 'William A. Wellman', 'Mel Ferrer', 'Robert Mitchum', 'Dick Powell', 'Lewis Milestone', 'Otto Preminger', 'Stanley Kramer', 'Richard Wilson', 'Don Siegel', 'John Flynn', 'John Farrow', 'Jason Miller', 'Josef von Sternberg', 'Robert M. Young', 'Sam Peckinpah', 'Ida Lupino', 'Robert Wise', 'J. Lee Thompson', 'Fritz Lang', 'Tay Garnett', 'Martin Scorsese', 'Richard Fleischer', 'William D. Russell', 'Roy Ward Baker', 'Walter Lang', 'Anthony Mann', 'Jules Dassin', 'James V. Kern', 'Kjell Sundvall', 'Vincent J. Donehue', 'Stanley Donen', 'Robert Parrish', 'Sherman Todd', 'Richard Brooks', 'Norman Z. McLeod', 'Howard Hawks', 'Burt Kennedy', 'Ronald Neame', 'John Cromwell', 'David Lean', 'Busby Berkeley', 'Henry Hathaway', 'Charles Laughton', 'Max Ophüls', 'Michael Winner', 'Wesley Ruggles', 'Richard Wallace', 'Dario Argento', 'Joseph Losey', 'Vincente Minnelli', 'John Sturges', 'Jack Webb', 'Alfred Hitchcock', 'Sidney Lanfield', 'Elia Kazan', 'Don Hartman', 'Edward Dmytryk', 'Sheldon Reynolds', 'Duilio Coletti', 'Frank Borzage', 'Félix Enríquez Alcalá', 'André De Toth', 'Raoul Walsh', 'Dorothy Arzner', 'John Frankenheimer', 'Ken Annakin', 'Nicholas Ray', 'Peter Ustinov', 'Jacques Tourneur', 'Peter Yates', 'Fred Zinnemann', 'Dick Richards', 'Ralph Nelson', 'Robert Stevenson', 'Jean Renoir']]
Predicted Ans:    Howard Hawks
Predicted Path:   Crossfire --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       Crossfire --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.335917
Path Entropy(↓):  2.530417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie people like us were in which languages
Start Entity:     People Like Us
Gold Answer:      [['Klingon']]
Predicted Ans:    Klingon
Predicted Path:   People Like Us --[written_by]--> Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[in_language]--> Klingon
Path (Raw):       People Like Us --[written_by]--> Roberto Orci --[(INV) written_by]--> Star Trek Into Darkness --[in_language]--> Klingon
Neg LogProb(↓):   0.007185
Path Entropy(↓):  0.043241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by dilip mehta starred who
Start Entity:     Dilip Mehta
Gold Answer:      [['Seema Biswas', 'Shriya Saran', 'Lisa Ray', 'Don McKellar']]
Predicted Ans:    Lisa Ray
Predicted Path:   Dilip Mehta --[(INV) written_by]--> Cooking with Stella --[starred_actors]--> Lisa Ray
Path (Raw):       Dilip Mehta --[No Operation]--> Dilip Mehta --[(INV) written_by]--> Cooking with Stella --[starred_actors]--> Lisa Ray
Neg LogProb(↓):   0.286572
Path Entropy(↓):  0.670872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the captain's paradise
Start Entity:     The Captain's Paradise
Gold Answer:      [['Family', 'Drama', 'War', 'Comedy', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Captain's Paradise --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Cromwell --[has_genre]--> Drama
Path (Raw):       The Captain's Paradise --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Cromwell --[has_genre]--> Drama
Neg LogProb(↓):   0.149004
Path Entropy(↓):  0.614736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did gilles bourdos direct
Start Entity:     Gilles Bourdos
Gold Answer:      [['Renoir', 'Afterwards']]
Predicted Ans:    Afterwards
Predicted Path:   Gilles Bourdos --[(INV) directed_by]--> Afterwards --[written_by]--> Guillaume Musso --[(INV) written_by]--> Afterwards
Path (Raw):       Gilles Bourdos --[(INV) directed_by]--> Afterwards --[written_by]--> Guillaume Musso --[(INV) written_by]--> Afterwards
Neg LogProb(↓):   0.951590
Path Entropy(↓):  1.080328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of bringing out the dead
Start Entity:     Bringing Out the Dead
Gold Answer:      [['Juliette Lewis', 'Asa Butterfield', 'Tom Cruise', 'Chloë Grace Moretz', 'Jim Broadbent', 'Kate Beckinsale', 'Martin Scorsese', 'Jessica Lange', 'Jack Nicholson', 'Robert De Niro', 'Harvey Keitel', 'Gregory Peck', 'Woody Allen', 'Griffin Dunne', 'Frank Vincent', 'Robert Mitchum', 'Nick Nolte', 'Willem Dafoe', 'The Band', 'Michelle Pfeiffer', 'Winona Ryder', 'John C. Reilly', 'Jerry Lewis', 'Cathy Moriarty', 'Ellen Burstyn', 'Sacha Baron Cohen', 'Ben Kingsley', 'Mary Elizabeth Mastrantonio', 'Tenzin Thuthob Tsarong', 'Polly Bergen', 'Matt Damon', 'Leonardo DiCaprio', 'Paul Newman', 'Cate Blanchett', 'Elias Koteas', 'Liza Minnelli', 'Ray Liotta', 'Sharon Stone', 'Mia Farrow', 'John Boles', 'Mark Wahlberg', 'Lionel Atwill', 'Margot Robbie', 'Rosanna Arquette', 'Matthew McConaughey', 'Helen Shaver', 'Robbie Robertson', 'Irene Dunne', 'Joe Pesci', 'Jonah Hill', 'Christopher Reeve', 'Elia Kazan']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Bringing Out the Dead --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[starred_actors]--> Martin Scorsese
Path (Raw):       Bringing Out the Dead --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[starred_actors]--> Martin Scorsese
Neg LogProb(↓):   0.984643
Path Entropy(↓):  1.340843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed annie get your gun
Start Entity:     Annie Get Your Gun
Gold Answer:      [['Arthur Wimperis', 'Edna Ferber', 'Oscar Hammerstein II', 'Margaret Irwin', 'Robert E. Sherwood', 'George Froeschel', 'Jan Lustig', 'Sinclair Lewis', 'Samuel A. Taylor', 'Irving Brecher', 'Rafael Sabatini', 'Ronald Millar', 'Samuel Hopkins Adams', 'John Lee Mahin', 'Michael Stewart', 'Jerome Kern']]
Predicted Ans:    John Lee Mahin
Predicted Path:   Annie Get Your Gun --[directed_by]--> George Sidney --[(INV) directed_by]--> Show Boat --[written_by]--> John Lee Mahin
Path (Raw):       Annie Get Your Gun --[directed_by]--> George Sidney --[(INV) directed_by]--> Show Boat --[written_by]--> John Lee Mahin
Neg LogProb(↓):   1.222586
Path Entropy(↓):  1.991394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film zorro are directed by who
Start Entity:     Zorro
Gold Answer:      [['Federico Fellini', 'Luchino Visconti', 'Michelangelo Antonioni', 'René Clément', 'Michael Winner', 'Roger Vadim', 'Jacques Deray', 'Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Zorro --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Path (Raw):       Zorro --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Neg LogProb(↓):   0.457380
Path Entropy(↓):  0.864516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the white countess released
Start Entity:     The White Countess
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   The White Countess --[release_year]--> 2005 --[(INV) release_year]--> Man with the Screaming Brain --[release_year]--> 2005
Path (Raw):       The White Countess --[release_year]--> 2005 --[(INV) release_year]--> Man with the Screaming Brain --[release_year]--> 2005
Neg LogProb(↓):   1.996019
Path Entropy(↓):  3.480445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in fat albert
Start Entity:     Fat Albert
Gold Answer:      [['Kyla Pratt', 'Kenan Thompson']]
Predicted Ans:    Kyla Pratt
Predicted Path:   Fat Albert --[starred_actors]--> Kyla Pratt --[(INV) starred_actors]--> Dr. Dolittle 3 --[starred_actors]--> Kyla Pratt
Path (Raw):       Fat Albert --[starred_actors]--> Kyla Pratt --[(INV) starred_actors]--> Dr. Dolittle 3 --[starred_actors]--> Kyla Pratt
Neg LogProb(↓):   0.577292
Path Entropy(↓):  0.685585
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by saw ii actors release
Start Entity:     Saw II
Gold Answer:      [['1988', '2000', '1997', '2009', '2008', '2006', '1958', '2007']]
Predicted Ans:    2005
Predicted Path:   Saw II --[starred_actors]--> Donnie Wahlberg --[(INV) starred_actors]--> Saw II --[release_year]--> 2005
Path (Raw):       Saw II --[starred_actors]--> Donnie Wahlberg --[(INV) starred_actors]--> Saw II --[release_year]--> 2005
Neg LogProb(↓):   0.706432
Path Entropy(↓):  1.605534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in phantom of the opera
Start Entity:     Phantom of the Opera
Gold Answer:      [['George Bernard Shaw', 'Olive Higgins Prouty', 'Abem Finkel', 'Seton I. Miller', "John O'Hara", 'Harry Segall', 'John Collier', 'Louis Verneuil', 'Casey Robinson', 'Joseph Than', 'Irwin Allen', 'Curt Siodmak', 'Mark Bomback', 'Edward Locke', 'Dorothy Parker', 'Roland Kibbee', 'Alan Campbell', 'Elizabeth von Arnim', 'Lewis R. Foster', 'Sidney Buchman', 'Norman Reilly Raine', 'Mark Twain', 'Lenore J. Coffee', 'Willard Robertson', 'Ernst Lothar', 'Albert Hackett', 'Frances Goodrich', 'David Belasco', 'Charlotte Armstrong', 'Jack Moffitt', 'Cameron Rogers', 'Fannie Hurst', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Charles Nordhoff', 'James Norman Hall', 'Julius J. Epstein', 'Philip G. Epstein', 'Lloyd C. Douglas', 'John Lee Mahin', 'Rida Johnson Young']]
Predicted Ans:    Casey Robinson
Predicted Path:   Phantom of the Opera --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[written_by]--> Casey Robinson
Path (Raw):       Phantom of the Opera --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.982122
Path Entropy(↓):  1.865977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by frederic forrest were written by who
Start Entity:     Frederic Forrest
Gold Answer:      [['Bill Kerby', 'Francis Ford Coppola', 'Joe Gores', 'Joe Eszterhas', 'Bo Goldman']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Frederic Forrest --[(INV) starred_actors]--> The Conversation --[written_by]--> Francis Ford Coppola
Path (Raw):       Frederic Forrest --[No Operation]--> Frederic Forrest --[(INV) starred_actors]--> The Conversation --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.008172
Path Entropy(↓):  0.047373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of interiors
Start Entity:     Interiors
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Interiors --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Path (Raw):       Interiors --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.268135
Path Entropy(↓):  2.072598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed arch of triumph
Start Entity:     Arch of Triumph
Gold Answer:      [['Lewis Milestone']]
Predicted Ans:    Lewis Milestone
Predicted Path:   Arch of Triumph --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> Two Arabian Knights --[directed_by]--> Lewis Milestone
Path (Raw):       Arch of Triumph --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> Two Arabian Knights --[directed_by]--> Lewis Milestone
Neg LogProb(↓):   0.893678
Path Entropy(↓):  1.129423
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe forgetting sarah marshall in a few words
Start Entity:     Forgetting Sarah Marshall
Gold Answer:      [['apatow', 'jason segel', 'nicholas stoller', 'hawaii', 'mila kunis', 'kristen bell', 'comedy', 'composer', 'russell brand', 'r']]
Predicted Ans:    composer
Predicted Path:   Forgetting Sarah Marshall --[has_tags]--> composer --[(INV) has_tags]--> Forgetting Sarah Marshall --[has_tags]--> composer
Path (Raw):       Forgetting Sarah Marshall --[has_tags]--> composer --[(INV) has_tags]--> Forgetting Sarah Marshall --[has_tags]--> composer
Neg LogProb(↓):   0.179746
Path Entropy(↓):  0.581724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film hidalgo were in which languages
Start Entity:     Hidalgo
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Hidalgo --[directed_by]--> Joe Johnston --[(INV) directed_by]--> The Wolfman --[in_language]--> English
Path (Raw):       Hidalgo --[directed_by]--> Joe Johnston --[(INV) directed_by]--> The Wolfman --[in_language]--> English
Neg LogProb(↓):   0.212484
Path Entropy(↓):  0.505582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film ruby
Start Entity:     Ruby
Gold Answer:      [['James Glickenhaus', 'Eddie Murphy', 'Zalman King', 'John Leekley', 'Luis Llosa', 'Carl Reiner', 'Adrian Lyne', 'Michael Lehmann', 'Lasse Hallström', 'Bob Giraldi', 'Yurek Bogayevicz', 'Todd Berger', 'Spike Lee', 'Andrew Gallerani', 'Jennifer Chambers Lynch', 'Fernando Trueba']]
Predicted Ans:    John Mackenzie
Predicted Path:   Ruby --[starred_actors]--> Sherilyn Fenn --[(INV) starred_actors]--> Ruby --[directed_by]--> John Mackenzie
Path (Raw):       Ruby --[starred_actors]--> Sherilyn Fenn --[(INV) starred_actors]--> Ruby --[directed_by]--> John Mackenzie
Neg LogProb(↓):   0.440013
Path Entropy(↓):  1.058528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of space raiders
Start Entity:     Space Raiders
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Space Raiders --[directed_by]--> Howard R. Cohen --[(INV) directed_by]--> Saturday the 14th --[release_year]--> 1981
Path (Raw):       Space Raiders --[directed_by]--> Howard R. Cohen --[(INV) directed_by]--> Saturday the 14th --[release_year]--> 1981
Neg LogProb(↓):   0.412541
Path Entropy(↓):  0.640104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie sky murder
Start Entity:     Sky Murder
Gold Answer:      [['Sam Wood', 'Victor Saville', 'Fritz Lang', 'Tay Garnett', 'William Wyler', 'Raoul Walsh', 'Sidney Sheldon', 'John Ford', 'Arnold Laven', 'Richard Brooks', 'Irwin Allen', 'Bruce Geller', 'Fred M. Wilcox', 'Mervyn LeRoy', 'Vincente Minnelli']]
Predicted Ans:    Fritz Lang
Predicted Path:   Sky Murder --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       Sky Murder --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.019012
Path Entropy(↓):  0.123055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the last metro director release
Start Entity:     The Last Metro
Gold Answer:      [['1983', '1968', '1976', '1978', '1962', '1970', '1964', '1966', '1957', '1959', '1973', '1979', '1981', '1969', '1977']]
Predicted Ans:    1970
Predicted Path:   The Last Metro --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[release_year]--> 1970
Path (Raw):       The Last Metro --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[release_year]--> 1970
Neg LogProb(↓):   1.682687
Path Entropy(↓):  2.472134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor rachael leigh cook co - starred with who
Start Entity:     Rachael Leigh Cook
Gold Answer:      [['Tara Reid', 'Britt Ekland', 'Alicia Silverstone', 'Rhona Mitra', 'John Osborne', 'Gabriel Mann', 'Rosario Dawson', 'Woody Harrelson', 'Ian Hendry', 'Miranda Richardson', 'Tim Robbins', 'Ryan Alosio', 'Ryan Phillippe', 'John Cleese', 'Sylvester Stallone', 'Claire Forlani', 'Michael Caine']]
Predicted Ans:    Ryan Phillippe
Predicted Path:   Rachael Leigh Cook --[(INV) starred_actors]--> Antitrust --[starred_actors]--> Ryan Phillippe
Path (Raw):       Rachael Leigh Cook --[No Operation]--> Rachael Leigh Cook --[(INV) starred_actors]--> Antitrust --[starred_actors]--> Ryan Phillippe
Neg LogProb(↓):   0.076026
Path Entropy(↓):  0.288246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of black venus
Start Entity:     Black Venus
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Black Venus --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Black Venus --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.189630
Path Entropy(↓):  4.546561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by the velvet vampire writers release
Start Entity:     The Velvet Vampire
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   The Velvet Vampire --[written_by]--> Stephanie Rothman --[(INV) written_by]--> It's a Bikini World --[release_year]--> 1967
Path (Raw):       The Velvet Vampire --[written_by]--> Stephanie Rothman --[(INV) written_by]--> It's a Bikini World --[release_year]--> 1967
Neg LogProb(↓):   0.059121
Path Entropy(↓):  0.219772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about bruno barreto
Start Entity:     bruno barreto
Gold Answer:      [['One Tough Cop', 'Four Days in September', 'View from the Top', 'Last Stop 174']]
Predicted Ans:    View from the Top
Predicted Path:   bruno barreto --[(INV) has_tags]--> View from the Top --[has_tags]--> bruno barreto --[(INV) has_tags]--> View from the Top
Path (Raw):       bruno barreto --[(INV) has_tags]--> View from the Top --[has_tags]--> bruno barreto --[(INV) has_tags]--> View from the Top
Neg LogProb(↓):   0.733002
Path Entropy(↓):  1.704357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with grace metalious
Start Entity:     Grace Metalious
Gold Answer:      [['John Michael Hayes', 'Ronald Alexander']]
Predicted Ans:    John Michael Hayes
Predicted Path:   Grace Metalious --[(INV) written_by]--> Peyton Place --[written_by]--> John Michael Hayes
Path (Raw):       Grace Metalious --[No Operation]--> Grace Metalious --[(INV) written_by]--> Peyton Place --[written_by]--> John Michael Hayes
Neg LogProb(↓):   0.002194
Path Entropy(↓):  0.016383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did federico fellini write
Start Entity:     Federico Fellini
Gold Answer:      [['Juliet of the Spirits', 'La Dolce Vita', "Fellini's Casanova", 'The Flowers of St. Francis', 'Intervista', 'And the Ship Sails On', 'In the Name of the Law', 'I Vitelloni', 'Orchestra Rehearsal', 'Roma', 'The Clowns', "Boccaccio '70", 'City of Women', 'Sweet Charity', 'Amarcord', 'Spirits of the Dead', 'La Strada', 'The White Sheik', 'Variety Lights', '8½', 'Il Bidone', 'Ginger and Fred']]
Predicted Ans:    La Dolce Vita
Predicted Path:   Federico Fellini --[(INV) written_by]--> Juliet of the Spirits --[written_by]--> Federico Fellini --[(INV) written_by]--> La Dolce Vita
Path (Raw):       Federico Fellini --[(INV) written_by]--> Juliet of the Spirits --[written_by]--> Federico Fellini --[(INV) written_by]--> La Dolce Vita
Neg LogProb(↓):   1.815086
Path Entropy(↓):  2.890834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie dream house
Start Entity:     Dream House
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Dream House --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Dream House --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.887030
Path Entropy(↓):  4.595200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of barbara lawrence starred movies
Start Entity:     Barbara Lawrence
Gold Answer:      [['Robert Klane', 'Valerie Curtin', 'Barry Levinson', 'Preston Sturges']]
Predicted Ans:    Valerie Curtin
Predicted Path:   Barbara Lawrence --[(INV) starred_actors]--> Unfaithfully Yours --[written_by]--> Valerie Curtin
Path (Raw):       Barbara Lawrence --[No Operation]--> Barbara Lawrence --[(INV) starred_actors]--> Unfaithfully Yours --[written_by]--> Valerie Curtin
Neg LogProb(↓):   0.135762
Path Entropy(↓):  0.548848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing mamma mia!
Start Entity:     Mamma Mia!
Gold Answer:      [['meryl streep', 'colin firth', 'broadway', 'amanda seyfried', 'single mother', 'pierce brosnan', 'abba', 'musical']]
Predicted Ans:    abba
Predicted Path:   Mamma Mia! --[has_tags]--> abba --[(INV) has_tags]--> Mamma Mia! --[has_tags]--> abba
Path (Raw):       Mamma Mia! --[has_tags]--> abba --[(INV) has_tags]--> Mamma Mia! --[has_tags]--> abba
Neg LogProb(↓):   0.239342
Path Entropy(↓):  0.715246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie the perils of pauline
Start Entity:     The Perils of Pauline
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Perils of Pauline --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Perils of Pauline --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   4.169521
Path Entropy(↓):  5.141385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for broadway damage
Start Entity:     Broadway Damage
Gold Answer:      [['Victor Mignatti']]
Predicted Ans:    Victor Mignatti
Predicted Path:   Broadway Damage --[written_by]--> Victor Mignatti --[(INV) written_by]--> Broadway Damage --[written_by]--> Victor Mignatti
Path (Raw):       Broadway Damage --[written_by]--> Victor Mignatti --[(INV) written_by]--> Broadway Damage --[written_by]--> Victor Mignatti
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by joanne whalley
Start Entity:     Joanne Whalley
Gold Answer:      [['Heywood Gould', 'John Dahl', 'Ron Howard', 'Wolfgang Petersen']]
Predicted Ans:    John Dahl
Predicted Path:   Joanne Whalley --[(INV) starred_actors]--> Kill Me Again --[directed_by]--> John Dahl
Path (Raw):       Joanne Whalley --[No Operation]--> Joanne Whalley --[(INV) starred_actors]--> Kill Me Again --[directed_by]--> John Dahl
Neg LogProb(↓):   0.086075
Path Entropy(↓):  0.316410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by kathryn walker
Start Entity:     Kathryn Walker
Gold Answer:      [['Thomas Berger', 'Larry Gelbart', 'Buster Keaton']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Kathryn Walker --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       Kathryn Walker --[No Operation]--> Kathryn Walker --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.424798
Path Entropy(↓):  0.849658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by javier bardem
Start Entity:     Javier Bardem
Gold Answer:      [['Ridley Scott', 'Fernando León de Aranoa', 'John Malkovich', 'Pedro Almodóvar', 'Mike Newell', 'Gerardo Vera', 'Ethan Coen', 'Pierre Morel', 'Alejandro Amenábar', 'Terrence Malick', 'Alejandro González Iñárritu', 'Sam Mendes', 'Manuel Gómez Pereira']]
Predicted Ans:    John Malkovich
Predicted Path:   Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[directed_by]--> John Malkovich
Path (Raw):       Javier Bardem --[No Operation]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[directed_by]--> John Malkovich
Neg LogProb(↓):   0.596998
Path Entropy(↓):  1.188327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies did takashi yamazaki direct
Start Entity:     Takashi Yamazaki
Gold Answer:      [['Stand by Me Doraemon', 'Returner']]
Predicted Ans:    Returner
Predicted Path:   Takashi Yamazaki --[(INV) directed_by]--> Returner --[directed_by]--> Takashi Yamazaki --[(INV) directed_by]--> Returner
Path (Raw):       Takashi Yamazaki --[(INV) directed_by]--> Returner --[directed_by]--> Takashi Yamazaki --[(INV) directed_by]--> Returner
Neg LogProb(↓):   0.021867
Path Entropy(↓):  0.108589
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by filip remunda
Start Entity:     Filip Remunda
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Filip Remunda --[(INV) directed_by]--> Czech Dream --[has_genre]--> Documentary
Path (Raw):       Filip Remunda --[No Operation]--> Filip Remunda --[(INV) directed_by]--> Czech Dream --[has_genre]--> Documentary
Neg LogProb(↓):   0.001565
Path Entropy(↓):  0.011665
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by mitchell leisen were written by who
Start Entity:     Mitchell Leisen
Gold Answer:      [['Edmund Goulding', 'Helen Deutsch', 'Benjamin Glazer', 'Preston Sturges', 'Cornell Woolrich', 'Ketti Frings', 'Claude Binyon', 'Billy Wilder', 'Charles Brackett', 'Walter Reisch', 'Jacques Théry', 'Edwin Justus Mayer', 'Daniela Thomas', 'Caesar Dunn', 'Daphne Du Maurier', 'Frederic I. Rinaldo', 'Robert Lees', 'Abraham Polonsky', 'Frank Butler', 'Walter Salles', 'Franz Schulz', 'Karl Tunberg', 'Vera Caspary', 'Rosamond Marshall']]
Predicted Ans:    Preston Sturges
Predicted Path:   Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[written_by]--> Preston Sturges
Path (Raw):       Mitchell Leisen --[No Operation]--> Mitchell Leisen --[(INV) directed_by]--> Remember the Night --[written_by]--> Preston Sturges
Neg LogProb(↓):   1.230868
Path Entropy(↓):  1.443647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was four horsemen directed by
Start Entity:     Four Horsemen
Gold Answer:      [['Ross Ashcroft']]
Predicted Ans:    Ross Ashcroft
Predicted Path:   Four Horsemen --[directed_by]--> Ross Ashcroft --[(INV) directed_by]--> Four Horsemen --[directed_by]--> Ross Ashcroft
Path (Raw):       Four Horsemen --[directed_by]--> Ross Ashcroft --[(INV) directed_by]--> Four Horsemen --[directed_by]--> Ross Ashcroft
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by a kiss before dying actors
Start Entity:     A Kiss Before Dying
Gold Answer:      [['Swedish', 'Japanese', 'German']]
Predicted Ans:    Swedish
Predicted Path:   A Kiss Before Dying --[starred_actors]--> Robert Wagner --[(INV) starred_actors]--> The Hunters --[in_language]--> Swedish
Path (Raw):       A Kiss Before Dying --[starred_actors]--> Robert Wagner --[(INV) starred_actors]--> The Hunters --[in_language]--> Swedish
Neg LogProb(↓):   0.000633
Path Entropy(↓):  0.005522
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the new girlfriend were in which languages
Start Entity:     The New Girlfriend
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   The New Girlfriend --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche --[in_language]--> French
Path (Raw):       The New Girlfriend --[directed_by]--> François Ozon --[(INV) directed_by]--> Potiche --[in_language]--> French
Neg LogProb(↓):   0.058382
Path Entropy(↓):  0.246278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was hildegarde stadie a writer on
Start Entity:     Hildegarde Stadie
Gold Answer:      [['Maniac', 'Marihuana']]
Predicted Ans:    Maniac
Predicted Path:   Hildegarde Stadie --[(INV) written_by]--> Maniac --[written_by]--> Joe Spinell --[(INV) written_by]--> Maniac
Path (Raw):       Hildegarde Stadie --[(INV) written_by]--> Maniac --[written_by]--> Joe Spinell --[(INV) written_by]--> Maniac
Neg LogProb(↓):   1.425790
Path Entropy(↓):  1.564630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with eye of the tiger fall under
Start Entity:     Eye of the Tiger
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Eye of the Tiger --[directed_by]--> Richard C. Sarafian --[(INV) directed_by]--> Vanishing Point --[has_genre]--> Action
Path (Raw):       Eye of the Tiger --[directed_by]--> Richard C. Sarafian --[(INV) directed_by]--> Vanishing Point --[has_genre]--> Action
Neg LogProb(↓):   0.013085
Path Entropy(↓):  0.073636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by leave her to heaven actors
Start Entity:     Leave Her to Heaven
Gold Answer:      [['Family', 'Western', 'Musical', 'Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Leave Her to Heaven --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[has_genre]--> War
Path (Raw):       Leave Her to Heaven --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[has_genre]--> War
Neg LogProb(↓):   0.971800
Path Entropy(↓):  1.866802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the lawless breed
Start Entity:     The Lawless Breed
Gold Answer:      [['John Wesley Hardin']]
Predicted Ans:    John Wesley Hardin
Predicted Path:   The Lawless Breed --[written_by]--> John Wesley Hardin --[(INV) written_by]--> The Lawless Breed --[written_by]--> John Wesley Hardin
Path (Raw):       The Lawless Breed --[written_by]--> John Wesley Hardin --[(INV) written_by]--> The Lawless Breed --[written_by]--> John Wesley Hardin
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in solaris
Start Entity:     Solaris
Gold Answer:      [['Natascha McElhone', 'George Clooney']]
Predicted Ans:    Donatas Banionis
Predicted Path:   Solaris --[starred_actors]--> Donatas Banionis --[(INV) starred_actors]--> Solaris --[starred_actors]--> Donatas Banionis
Path (Raw):       Solaris --[starred_actors]--> Donatas Banionis --[(INV) starred_actors]--> Solaris --[starred_actors]--> Donatas Banionis
Neg LogProb(↓):   0.592020
Path Entropy(↓):  1.254674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by darryl roberts were in which genres
Start Entity:     Darryl Roberts
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Darryl Roberts --[(INV) directed_by]--> America the Beautiful --[has_genre]--> Documentary
Path (Raw):       Darryl Roberts --[No Operation]--> Darryl Roberts --[(INV) directed_by]--> America the Beautiful --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by olivier, olivier writers release
Start Entity:     Olivier, Olivier
Gold Answer:      [['1988', '1990', '1987']]
Predicted Ans:    1990
Predicted Path:   Olivier, Olivier --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[release_year]--> 1990
Path (Raw):       Olivier, Olivier --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[release_year]--> 1990
Neg LogProb(↓):   0.170772
Path Entropy(↓):  0.498802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by rohit dhawan
Start Entity:     Rohit Dhawan
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Rohit Dhawan --[(INV) written_by]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Rohit Dhawan --[No Operation]--> Rohit Dhawan --[(INV) written_by]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films together with christoforos papakaliatis
Start Entity:     Christoforos Papakaliatis
Gold Answer:      [['Dallas Jenkins']]
Predicted Ans:    Dallas Jenkins
Predicted Path:   Christoforos Papakaliatis --[(INV) directed_by]--> What If... --[directed_by]--> Dallas Jenkins
Path (Raw):       Christoforos Papakaliatis --[No Operation]--> Christoforos Papakaliatis --[(INV) directed_by]--> What If... --[directed_by]--> Dallas Jenkins
Neg LogProb(↓):   0.019440
Path Entropy(↓):  0.097006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by jack mcelhone in
Start Entity:     Jack McElhone
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jack McElhone --[(INV) starred_actors]--> Dear Frankie --[has_genre]--> Drama
Path (Raw):       Jack McElhone --[No Operation]--> Jack McElhone --[(INV) starred_actors]--> Dear Frankie --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in wes craven written movies
Start Entity:     Wes Craven
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Wes Craven --[(INV) written_by]--> Pulse --[in_language]--> Japanese
Path (Raw):       Wes Craven --[No Operation]--> Wes Craven --[(INV) written_by]--> Pulse --[in_language]--> Japanese
Neg LogProb(↓):   0.000113
Path Entropy(↓):  0.001179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did jacquelyn mitchard write
Start Entity:     Jacquelyn Mitchard
Gold Answer:      [['The Deep End of the Ocean']]
Predicted Ans:    The Deep End of the Ocean
Predicted Path:   Jacquelyn Mitchard --[(INV) written_by]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard --[(INV) written_by]--> The Deep End of the Ocean
Path (Raw):       Jacquelyn Mitchard --[(INV) written_by]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard --[(INV) written_by]--> The Deep End of the Ocean
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed la grande illusion
Start Entity:     La Grande Illusion
Gold Answer:      [['1946', '1939', '1956', '1954', '2001', '1951', '1959', '1936', '1938', '1947', '1932', '1945', '1935', '1941', '1952', '1984', '1931', '1943']]
Predicted Ans:    1954
Predicted Path:   La Grande Illusion --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[release_year]--> 1954
Path (Raw):       La Grande Illusion --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[release_year]--> 1954
Neg LogProb(↓):   1.492339
Path Entropy(↓):  2.419817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by chuck wagner
Start Entity:     Chuck Wagner
Gold Answer:      [['David Engelbach']]
Predicted Ans:    David Engelbach
Predicted Path:   Chuck Wagner --[(INV) starred_actors]--> America 3000 --[directed_by]--> David Engelbach
Path (Raw):       Chuck Wagner --[No Operation]--> Chuck Wagner --[(INV) starred_actors]--> America 3000 --[directed_by]--> David Engelbach
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does pat buchanan act in
Start Entity:     Pat Buchanan
Gold Answer:      [['An Unreasonable Man']]
Predicted Ans:    An Unreasonable Man
Predicted Path:   Pat Buchanan --[(INV) starred_actors]--> An Unreasonable Man --[starred_actors]--> Pat Buchanan --[(INV) starred_actors]--> An Unreasonable Man
Path (Raw):       Pat Buchanan --[(INV) starred_actors]--> An Unreasonable Man --[starred_actors]--> Pat Buchanan --[(INV) starred_actors]--> An Unreasonable Man
Neg LogProb(↓):   0.000072
Path Entropy(↓):  0.000786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for clerks ii
Start Entity:     Clerks II
Gold Answer:      [['Kevin Smith']]
Predicted Ans:    Kevin Smith
Predicted Path:   Clerks II --[written_by]--> Kevin Smith --[(INV) written_by]--> Tusk --[written_by]--> Kevin Smith
Path (Raw):       Clerks II --[written_by]--> Kevin Smith --[(INV) written_by]--> Tusk --[written_by]--> Kevin Smith
Neg LogProb(↓):   0.148129
Path Entropy(↓):  0.578954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the general
Start Entity:     The General
Gold Answer:      [['Nicholas Stoller', 'Edward Buzzell', 'Buster Keaton', 'Edward F. Cline', 'Matt Williams', 'Norman Z. McLeod', 'John Boorman', 'John G. Avildsen']]
Predicted Ans:    John Boorman
Predicted Path:   The General --[written_by]--> John Boorman --[(INV) written_by]--> The Tiger's Tail --[directed_by]--> John Boorman
Path (Raw):       The General --[written_by]--> John Boorman --[(INV) written_by]--> The Tiger's Tail --[directed_by]--> John Boorman
Neg LogProb(↓):   0.585211
Path Entropy(↓):  1.337375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by bruce greenwood in
Start Entity:     Bruce Greenwood
Gold Answer:      [['Family', 'Biography', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Bruce Greenwood --[(INV) starred_actors]--> Endless Love --[has_genre]--> Drama
Path (Raw):       Bruce Greenwood --[No Operation]--> Bruce Greenwood --[(INV) starred_actors]--> Endless Love --[has_genre]--> Drama
Neg LogProb(↓):   1.273467
Path Entropy(↓):  1.780762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by chris hemsworth
Start Entity:     Chris Hemsworth
Gold Answer:      [['Rupert Sanders', 'Ron Howard', 'Kenneth Branagh', 'Michael Mann', 'Dan Bradley', 'Drew Goddard', 'Joss Whedon', 'Lili Fini Zanuck', 'John Milius']]
Predicted Ans:    John Milius
Predicted Path:   Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[directed_by]--> John Milius
Path (Raw):       Chris Hemsworth --[No Operation]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[directed_by]--> John Milius
Neg LogProb(↓):   0.011611
Path Entropy(↓):  0.076193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for date with an angel
Start Entity:     Date with an Angel
Gold Answer:      [['Tom McLoughlin']]
Predicted Ans:    Tom McLoughlin
Predicted Path:   Date with an Angel --[directed_by]--> Tom McLoughlin --[(INV) directed_by]--> Date with an Angel --[directed_by]--> Tom McLoughlin
Path (Raw):       Date with an Angel --[directed_by]--> Tom McLoughlin --[(INV) directed_by]--> Date with an Angel --[directed_by]--> Tom McLoughlin
Neg LogProb(↓):   0.002018
Path Entropy(↓):  0.014698
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed abe lincoln in illinois
Start Entity:     Abe Lincoln in Illinois
Gold Answer:      [['Madeleine Carroll', 'Ronald Colman', 'Henry Fonda', 'James Stewart', 'Lloyd Bridges', 'Joseph Bologna', 'Louis Calhern', 'Lynne Frederick', 'Lizabeth Scott', 'Kim Stanley', 'Marie Prevost', 'Raymond Massey', 'Robert Mitchum', 'Renée Taylor', 'Bette Davis', 'Lily Pons', 'Stewart Granger', 'Rex Harrison', 'Elke Sommer', 'Hedy Lamarr', 'Carole Lombard', 'Morris Carnovsky', 'Robert Ryan', 'Hope Emerson', 'Ellen Corby', 'Agnes Moorehead', 'Sigrid Gurie', 'Jane Greer', 'Steven Hill', 'Betty Lou Holland', 'Lionel Jeffries', 'Charles Boyer', 'Leslie Howard', 'Paul Sorvino', 'Humphrey Bogart', 'Irene Dunne', 'Thomas Meighan', 'Louis Wolheim', 'Deborah Kerr', 'Eleanor Parker', 'C. Aubrey Smith', 'Peter Sellers']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Abe Lincoln in Illinois --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Path (Raw):       Abe Lincoln in Illinois --[directed_by]--> John Cromwell --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.175921
Path Entropy(↓):  0.660108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of i'm no angel
Start Entity:     I'm No Angel
Gold Answer:      [['1944', '1950', '1960', '1940', '1932', '1935', '1941', '1937', '1931']]
Predicted Ans:    1937
Predicted Path:   I'm No Angel --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> True Confession --[release_year]--> 1937
Path (Raw):       I'm No Angel --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> True Confession --[release_year]--> 1937
Neg LogProb(↓):   1.020239
Path Entropy(↓):  1.689566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by girl in the cadillac actors
Start Entity:     Girl in the Cadillac
Gold Answer:      [['James Duff']]
Predicted Ans:    Dennis Hopper
Predicted Path:   Girl in the Cadillac --[starred_actors]--> William McNamara --[(INV) starred_actors]--> Chasers --[directed_by]--> Dennis Hopper
Path (Raw):       Girl in the Cadillac --[starred_actors]--> William McNamara --[(INV) starred_actors]--> Chasers --[directed_by]--> Dennis Hopper
Neg LogProb(↓):   0.046986
Path Entropy(↓):  0.190410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the ghoul were in which genres
Start Entity:     The Ghoul
Gold Answer:      [['Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Ghoul --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Path (Raw):       The Ghoul --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Neg LogProb(↓):   0.778861
Path Entropy(↓):  1.267546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of carancho
Start Entity:     Carancho
Gold Answer:      [["Lion's Den", 'White Elephant', 'Crane World', '7 Days in Havana']]
Predicted Ans:    7 Days in Havana
Predicted Path:   Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> 7 Days in Havana
Path (Raw):       Carancho --[No Operation]--> Carancho --[written_by]--> Pablo Trapero --[(INV) written_by]--> 7 Days in Havana
Neg LogProb(↓):   0.023874
Path Entropy(↓):  0.137108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie the river
Start Entity:     The River
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   The River --[release_year]--> 1951 --[(INV) release_year]--> The Tall Target --[release_year]--> 1951
Path (Raw):       The River --[release_year]--> 1951 --[(INV) release_year]--> The Tall Target --[release_year]--> 1951
Neg LogProb(↓):   2.006730
Path Entropy(↓):  3.976090
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed sukiyaki western django
Start Entity:     Sukiyaki Western Django
Gold Answer:      [['Takashi Miike']]
Predicted Ans:    Takashi Miike
Predicted Path:   Sukiyaki Western Django --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Sukiyaki Western Django --[directed_by]--> Takashi Miike
Path (Raw):       Sukiyaki Western Django --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Sukiyaki Western Django --[directed_by]--> Takashi Miike
Neg LogProb(↓):   1.018003
Path Entropy(↓):  1.589758
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by a rage in harlem writers
Start Entity:     A Rage in Harlem
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   A Rage in Harlem --[written_by]--> Chester Himes --[(INV) written_by]--> Cotton Comes to Harlem --[has_genre]--> Action
Path (Raw):       A Rage in Harlem --[written_by]--> Chester Himes --[(INV) written_by]--> Cotton Comes to Harlem --[has_genre]--> Action
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the out - of - towners
Start Entity:     The Out-of-Towners
Gold Answer:      [['Goldie Hawn', 'Steve Martin']]
Predicted Ans:    Steve Martin
Predicted Path:   The Out-of-Towners --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> Novocaine --[starred_actors]--> Steve Martin
Path (Raw):       The Out-of-Towners --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> Novocaine --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.051186
Path Entropy(↓):  0.293882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jeffrey kluger were in which genres
Start Entity:     Jeffrey Kluger
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jeffrey Kluger --[(INV) written_by]--> Apollo 13 --[has_genre]--> Drama
Path (Raw):       Jeffrey Kluger --[No Operation]--> Jeffrey Kluger --[(INV) written_by]--> Apollo 13 --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by pat hingle
Start Entity:     Pat Hingle
Gold Answer:      [['Drama', 'Horror', 'Western', 'Action']]
Predicted Ans:    Action
Predicted Path:   Pat Hingle --[(INV) starred_actors]--> The Gauntlet --[has_genre]--> Action
Path (Raw):       Pat Hingle --[No Operation]--> Pat Hingle --[(INV) starred_actors]--> The Gauntlet --[has_genre]--> Action
Neg LogProb(↓):   0.358119
Path Entropy(↓):  0.715202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by simone simon
Start Entity:     Simone Simon
Gold Answer:      [['Alan Ormsby', 'DeWitt Bodeen']]
Predicted Ans:    Alan Ormsby
Predicted Path:   Simone Simon --[(INV) starred_actors]--> Cat People --[written_by]--> Alan Ormsby
Path (Raw):       Simone Simon --[No Operation]--> Simone Simon --[(INV) starred_actors]--> Cat People --[written_by]--> Alan Ormsby
Neg LogProb(↓):   0.209458
Path Entropy(↓):  0.615726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film nick of time
Start Entity:     Nick of Time
Gold Answer:      [['Walter Hill', 'Greg Spence', 'Gregory Widen', 'Mike Newell', 'James Foley', 'Michael Seresin', 'Douglas Trumbull', 'Frank Coraci', 'Mike Nichols', 'Lasse Hallström', 'Keenen Ivory Wayans', 'Mike Johnson', 'Tony Scott', 'Barry Levinson', 'Gore Verbinski', 'Fisher Stevens', 'Charles S. Dutton', 'David McNally', 'Laurence Dunmore', 'David Koepp', 'Bruce Robinson', 'Marc Forster', 'Rand Ravich', 'Abel Ferrara', 'Terry Gilliam', 'John Waters', 'Michael Cimino', 'Hugh Wilson', 'Johnny Depp', "Peter O'Fallon", 'Jonathan Hensleigh', 'Jim Jarmusch', 'David Cronenberg', 'Craig Moss', 'Paul Schrader', 'Steven Spielberg', 'John Glen', 'Peter Hewitt', 'Laís Bodanzky', 'Emir Kusturica', 'Wally Pfister', 'David Dobkin', 'George Bowers', 'Tim Burton', 'William Conrad', 'Dirk Shafer', 'Robert Rodriguez', 'Marco Brambilla', 'Norman Z. McLeod', 'John Irvin', 'Jeremy Leven', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    Michael Cimino
Predicted Path:   Nick of Time --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[directed_by]--> Michael Cimino
Path (Raw):       Nick of Time --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[directed_by]--> Michael Cimino
Neg LogProb(↓):   0.522321
Path Entropy(↓):  1.786798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the fighter were in which languages
Start Entity:     The Fighter
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Lao', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   The Fighter --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Path (Raw):       The Fighter --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Neg LogProb(↓):   0.557613
Path Entropy(↓):  1.342031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie angel on my shoulder were released in which years
Start Entity:     Angel on My Shoulder
Gold Answer:      [['1980', '1946', '2008', '1944', '1923', '1959', '1936', '1935', '1941', '1984', '1939', '1933', '2009', '1953', '1947', '1932', '1956', '1943', '1983', '1990', '1942', '1938', '1962', '1934', '1950', '1960', '1952', '1945', '1937', '1958']]
Predicted Ans:    1944
Predicted Path:   Angel on My Shoulder --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Angel on My Shoulder --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   0.627284
Path Entropy(↓):  1.564082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by eat a bowl of tea actors
Start Entity:     Eat a Bowl of Tea
Gold Answer:      [['English']]
Predicted Ans:    Victor Wong
Predicted Path:   Eat a Bowl of Tea --[starred_actors]--> Victor Wong --[(INV) starred_actors]--> 3 Ninjas --[starred_actors]--> Victor Wong
Path (Raw):       Eat a Bowl of Tea --[starred_actors]--> Victor Wong --[(INV) starred_actors]--> 3 Ninjas --[starred_actors]--> Victor Wong
Neg LogProb(↓):   0.008373
Path Entropy(↓):  0.052066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by mika boorem release
Start Entity:     Mika Boorem
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Mika Boorem --[(INV) starred_actors]--> Sleepover --[release_year]--> 2004
Path (Raw):       Mika Boorem --[No Operation]--> Mika Boorem --[(INV) starred_actors]--> Sleepover --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the poseidon adventure actors release
Start Entity:     The Poseidon Adventure
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1959', '1993', '1985', '1967', '1979', '1974', '1977', '2007', '1968', '1963', '1998', '2010', '2004', '1973', '1994', '1956', '1983', '1995', '2001', '1972', '1990', '1971', '1989', '1996', '1981', '2012', '1986', '2013', '1962', '1988', '1978', '1964', '1997', '1975', '2000', '1950', '1960', '1991', '1987', '1969', '1958', '1930']]
Predicted Ans:    1990
Predicted Path:   The Poseidon Adventure --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Narrow Margin --[release_year]--> 1990
Path (Raw):       The Poseidon Adventure --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Narrow Margin --[release_year]--> 1990
Neg LogProb(↓):   2.017008
Path Entropy(↓):  3.597413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the bourne supremacy about
Start Entity:     The Bourne Supremacy
Gold Answer:      [['cia', 'spy', 'amnesia', 'paul greengrass', 'matt damon', 'assassin', 'julia stiles', 'robert ludlum', 'action', 'sequel', 'conspiracy']]
Predicted Ans:    cia
Predicted Path:   The Bourne Supremacy --[has_tags]--> cia --[(INV) has_tags]--> Real Men --[has_tags]--> cia
Path (Raw):       The Bourne Supremacy --[has_tags]--> cia --[(INV) has_tags]--> Real Men --[has_tags]--> cia
Neg LogProb(↓):   0.639645
Path Entropy(↓):  1.418126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe stella dallas in a few words
Start Entity:     Stella Dallas
Gold Answer:      [['barbara stanwyck', 'king vidor']]
Predicted Ans:    king vidor
Predicted Path:   Stella Dallas --[has_tags]--> king vidor --[(INV) has_tags]--> Wild Oranges --[has_tags]--> king vidor
Path (Raw):       Stella Dallas --[has_tags]--> king vidor --[(INV) has_tags]--> Wild Oranges --[has_tags]--> king vidor
Neg LogProb(↓):   0.003232
Path Entropy(↓):  0.023780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sebastian stan were directed by who
Start Entity:     Sebastian Stan
Gold Answer:      [['Renny Harlin', 'Todd Lincoln']]
Predicted Ans:    Todd Lincoln
Predicted Path:   Sebastian Stan --[(INV) starred_actors]--> The Apparition --[directed_by]--> Todd Lincoln
Path (Raw):       Sebastian Stan --[No Operation]--> Sebastian Stan --[(INV) starred_actors]--> The Apparition --[directed_by]--> Todd Lincoln
Neg LogProb(↓):   0.001051
Path Entropy(↓):  0.008251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by erling jepsen
Start Entity:     Erling Jepsen
Gold Answer:      [['Comedy']]
Predicted Ans:    Danish
Predicted Path:   Erling Jepsen --[(INV) written_by]--> Terribly Happy --[in_language]--> Danish
Path (Raw):       Erling Jepsen --[No Operation]--> Erling Jepsen --[(INV) written_by]--> Terribly Happy --[in_language]--> Danish
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was man bites dog released
Start Entity:     Man Bites Dog
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Man Bites Dog --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Man Bites Dog --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.842072
Path Entropy(↓):  4.512609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by thomas lennon release
Start Entity:     Thomas Lennon
Gold Answer:      [['2006', '2005', '2013']]
Predicted Ans:    2013
Predicted Path:   Thomas Lennon --[(INV) written_by]--> Hell Baby --[release_year]--> 2013
Path (Raw):       Thomas Lennon --[No Operation]--> Thomas Lennon --[(INV) written_by]--> Hell Baby --[release_year]--> 2013
Neg LogProb(↓):   0.288595
Path Entropy(↓):  0.669296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote little manhattan
Start Entity:     Little Manhattan
Gold Answer:      [['Jennifer Flackett']]
Predicted Ans:    Jennifer Flackett
Predicted Path:   Little Manhattan --[written_by]--> Jennifer Flackett --[(INV) written_by]--> Little Manhattan --[written_by]--> Jennifer Flackett
Path (Raw):       Little Manhattan --[written_by]--> Jennifer Flackett --[(INV) written_by]--> Little Manhattan --[written_by]--> Jennifer Flackett
Neg LogProb(↓):   0.057634
Path Entropy(↓):  0.215834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the jacket
Start Entity:     The Jacket
Gold Answer:      [['Welsh']]
Predicted Ans:    Welsh
Predicted Path:   The Jacket --[directed_by]--> John Maybury --[(INV) directed_by]--> The Edge of Love --[in_language]--> Welsh
Path (Raw):       The Jacket --[directed_by]--> John Maybury --[(INV) directed_by]--> The Edge of Love --[in_language]--> Welsh
Neg LogProb(↓):   0.000440
Path Entropy(↓):  0.004201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie an alligator named daisy
Start Entity:     An Alligator Named Daisy
Gold Answer:      [['1959', '1985', '1974', '1984', '1963', '2004', '1973', '1983', '1976', '1972', '1981', '1961', '1986', '1962', '1988', '1964', '1975', '1966', '1950', '1991', '1969', '1937', '1958']]
Predicted Ans:    1986
Predicted Path:   An Alligator Named Daisy --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> Firewalker --[release_year]--> 1986
Path (Raw):       An Alligator Named Daisy --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> Firewalker --[release_year]--> 1986
Neg LogProb(↓):   0.925980
Path Entropy(↓):  1.905788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by zeenat aman release
Start Entity:     Zeenat Aman
Gold Answer:      [['2006', '1978']]
Predicted Ans:    1978
Predicted Path:   Zeenat Aman --[(INV) starred_actors]--> Don --[release_year]--> 1978
Path (Raw):       Zeenat Aman --[No Operation]--> Zeenat Aman --[(INV) starred_actors]--> Don --[release_year]--> 1978
Neg LogProb(↓):   0.692454
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the town is quiet
Start Entity:     The Town Is Quiet
Gold Answer:      [['Robert Guédiguian']]
Predicted Ans:    Robert Guédiguian
Predicted Path:   The Town Is Quiet --[written_by]--> Robert Guédiguian --[(INV) written_by]--> The Town Is Quiet --[written_by]--> Robert Guédiguian
Path (Raw):       The Town Is Quiet --[written_by]--> Robert Guédiguian --[(INV) written_by]--> The Town Is Quiet --[written_by]--> Robert Guédiguian
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by marshall brickman
Start Entity:     Marshall Brickman
Gold Answer:      [['Elizabeth McGovern', 'Alec Guinness', 'Dudley Moore', 'John Lithgow', 'Alan Arkin']]
Predicted Ans:    John Lithgow
Predicted Path:   Marshall Brickman --[(INV) directed_by]--> The Manhattan Project --[starred_actors]--> John Lithgow
Path (Raw):       Marshall Brickman --[No Operation]--> Marshall Brickman --[(INV) directed_by]--> The Manhattan Project --[starred_actors]--> John Lithgow
Neg LogProb(↓):   0.037951
Path Entropy(↓):  0.184862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film moment by moment starred which actors
Start Entity:     Moment by Moment
Gold Answer:      [['Lily Tomlin', 'John Travolta']]
Predicted Ans:    John Travolta
Predicted Path:   Moment by Moment --[starred_actors]--> John Travolta --[(INV) starred_actors]--> The General's Daughter --[starred_actors]--> John Travolta
Path (Raw):       Moment by Moment --[starred_actors]--> John Travolta --[(INV) starred_actors]--> The General's Daughter --[starred_actors]--> John Travolta
Neg LogProb(↓):   0.003042
Path Entropy(↓):  0.026137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Manmohan desai was the director on which movies
Start Entity:     Manmohan Desai
Gold Answer:      [['Amar Akbar Anthony']]
Predicted Ans:    Amar Akbar Anthony
Predicted Path:   Manmohan Desai --[(INV) directed_by]--> Amar Akbar Anthony --[directed_by]--> Manmohan Desai --[(INV) directed_by]--> Amar Akbar Anthony
Path (Raw):       Manmohan Desai --[(INV) directed_by]--> Amar Akbar Anthony --[directed_by]--> Manmohan Desai --[(INV) directed_by]--> Amar Akbar Anthony
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with dorothy yost
Start Entity:     Dorothy Yost
Gold Answer:      [['Edward Kaufman', 'Kenneth S. Webb', 'Dwight Taylor', 'Richard Sherman', 'Samuel Hoffenstein', 'Oscar Hammerstein II', 'Mortimer Offner', 'Booth Tarkington', 'Jane Murfin', 'Irene Castle', 'George Marion Jr.']]
Predicted Ans:    Oscar Hammerstein II
Predicted Path:   Dorothy Yost --[(INV) written_by]--> The Story of Vernon and Irene Castle --[written_by]--> Oscar Hammerstein II
Path (Raw):       Dorothy Yost --[No Operation]--> Dorothy Yost --[(INV) written_by]--> The Story of Vernon and Irene Castle --[written_by]--> Oscar Hammerstein II
Neg LogProb(↓):   0.737801
Path Entropy(↓):  1.120816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by jason day
Start Entity:     Jason Day
Gold Answer:      [['Alexis Lloyd']]
Predicted Ans:    Alexis Lloyd
Predicted Path:   Jason Day --[(INV) starred_actors]--> 30 Beats --[written_by]--> Alexis Lloyd
Path (Raw):       Jason Day --[No Operation]--> Jason Day --[(INV) starred_actors]--> 30 Beats --[written_by]--> Alexis Lloyd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film dial m for murder
Start Entity:     Dial M for Murder
Gold Answer:      [['alfred hitchcock', 'hitchcock', 'murder', 'bd-r', 'grace kelly', 'ray milland']]
Predicted Ans:    bd-r
Predicted Path:   Dial M for Murder --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Dial M for Murder --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.975180
Path Entropy(↓):  1.510667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the walking stick starred which actors
Start Entity:     The Walking Stick
Gold Answer:      [['David Hemmings', 'Samantha Eggar']]
Predicted Ans:    David Hemmings
Predicted Path:   The Walking Stick --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Deep Red --[starred_actors]--> David Hemmings
Path (Raw):       The Walking Stick --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Deep Red --[starred_actors]--> David Hemmings
Neg LogProb(↓):   0.635699
Path Entropy(↓):  0.691521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - directors of joel coen
Start Entity:     Joel Coen
Gold Answer:      [['Ethan Coen']]
Predicted Ans:    Ethan Coen
Predicted Path:   Joel Coen --[(INV) directed_by]--> Fargo --[directed_by]--> Ethan Coen
Path (Raw):       Joel Coen --[No Operation]--> Joel Coen --[(INV) directed_by]--> Fargo --[directed_by]--> Ethan Coen
Neg LogProb(↓):   0.123033
Path Entropy(↓):  0.370410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of uncle buck
Start Entity:     Uncle Buck
Gold Answer:      [['Elizabeth McGovern', 'Matthew Broderick', 'Jeffrey Jones', 'Kelly Lynch', 'Alec Baldwin', 'Anthony Michael Hall', 'Emilio Estevez', 'Michael Schoeffling', 'John Kapelos', 'Mia Sara', 'Paul Gleason', 'Kelly LeBrock', 'Kevin Bacon', 'Molly Ringwald', 'Alan Ruck', 'Alisan Porter']]
Predicted Ans:    Anthony Michael Hall
Predicted Path:   Uncle Buck --[directed_by]--> John Hughes --[(INV) directed_by]--> Weird Science --[starred_actors]--> Anthony Michael Hall
Path (Raw):       Uncle Buck --[directed_by]--> John Hughes --[(INV) directed_by]--> Weird Science --[starred_actors]--> Anthony Michael Hall
Neg LogProb(↓):   0.672750
Path Entropy(↓):  1.312262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of carl raddatz
Start Entity:     Carl Raddatz
Gold Answer:      [['Gustav Knuth', 'Hannelore Schroth']]
Predicted Ans:    Carl Raddatz
Predicted Path:   Carl Raddatz --[(INV) starred_actors]--> Under the Bridges --[starred_actors]--> Carl Raddatz
Path (Raw):       Carl Raddatz --[No Operation]--> Carl Raddatz --[(INV) starred_actors]--> Under the Bridges --[starred_actors]--> Carl Raddatz
Neg LogProb(↓):   0.005056
Path Entropy(↓):  0.032923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of nacho libre
Start Entity:     Nacho Libre
Gold Answer:      [['Jake Kasdan', 'Richard Linklater', 'Miguel Arteta', 'Jared Hess', 'Jerusha Hess', 'Mike White']]
Predicted Ans:    Jared Hess
Predicted Path:   Nacho Libre --[written_by]--> Jerusha Hess --[(INV) written_by]--> Nacho Libre --[directed_by]--> Jared Hess
Path (Raw):       Nacho Libre --[written_by]--> Jerusha Hess --[(INV) written_by]--> Nacho Libre --[directed_by]--> Jared Hess
Neg LogProb(↓):   0.621947
Path Entropy(↓):  0.886082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by ernest hemingway
Start Entity:     ernest hemingway
Gold Answer:      [['The Snows of Kilimanjaro', 'A Farewell to Arms', 'Islands in the Stream', 'To Have and Have Not', 'For Whom the Bell Tolls', 'The Killers', 'The Sun Also Rises', 'The Old Man and the Sea']]
Predicted Ans:    The Snows of Kilimanjaro
Predicted Path:   ernest hemingway --[(INV) has_tags]--> Islands in the Stream --[has_tags]--> ernest hemingway --[(INV) has_tags]--> The Snows of Kilimanjaro
Path (Raw):       ernest hemingway --[(INV) has_tags]--> Islands in the Stream --[has_tags]--> ernest hemingway --[(INV) has_tags]--> The Snows of Kilimanjaro
Neg LogProb(↓):   1.200018
Path Entropy(↓):  2.193262
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie a plumm summer
Start Entity:     A Plumm Summer
Gold Answer:      [['Family', 'Adventure']]
Predicted Ans:    Family
Predicted Path:   A Plumm Summer --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       A Plumm Summer --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   1.293271
Path Entropy(↓):  1.552579
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does aneta corsaut star in
Start Entity:     Aneta Corsaut
Gold Answer:      [['The Blob']]
Predicted Ans:    No Escape
Predicted Path:   Aneta Corsaut --[(INV) starred_actors]--> The Blob --[starred_actors]--> Kevin Dillon --[(INV) starred_actors]--> No Escape
Path (Raw):       Aneta Corsaut --[(INV) starred_actors]--> The Blob --[starred_actors]--> Kevin Dillon --[(INV) starred_actors]--> No Escape
Neg LogProb(↓):   0.062396
Path Entropy(↓):  0.252925
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie appointment with danger starred who
Start Entity:     Appointment with Danger
Gold Answer:      [['Alan Ladd', 'Paul Stewart', 'Phyllis Calvert']]
Predicted Ans:    Alan Ladd
Predicted Path:   Appointment with Danger --[starred_actors]--> Paul Stewart --[(INV) starred_actors]--> Appointment with Danger --[starred_actors]--> Alan Ladd
Path (Raw):       Appointment with Danger --[starred_actors]--> Paul Stewart --[(INV) starred_actors]--> Appointment with Danger --[starred_actors]--> Alan Ladd
Neg LogProb(↓):   0.743029
Path Entropy(↓):  1.291733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with reap the wild wind
Start Entity:     Reap the Wild Wind
Gold Answer:      [['Undercurrent']]
Predicted Ans:    Undercurrent
Predicted Path:   Reap the Wild Wind --[written_by]--> Thelma Strabel --[(INV) written_by]--> Undercurrent
Path (Raw):       Reap the Wild Wind --[No Operation]--> Reap the Wild Wind --[written_by]--> Thelma Strabel --[(INV) written_by]--> Undercurrent
Neg LogProb(↓):   0.437742
Path Entropy(↓):  0.748284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie backlash
Start Entity:     Backlash
Gold Answer:      [['John Sturges']]
Predicted Ans:    John Sturges
Predicted Path:   Backlash --[directed_by]--> John Sturges --[(INV) directed_by]--> The Hallelujah Trail --[directed_by]--> John Sturges
Path (Raw):       Backlash --[directed_by]--> John Sturges --[(INV) directed_by]--> The Hallelujah Trail --[directed_by]--> John Sturges
Neg LogProb(↓):   0.179144
Path Entropy(↓):  0.711664
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by robert beatty
Start Entity:     Robert Beatty
Gold Answer:      [['Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Robert Beatty --[(INV) starred_actors]--> Captain Horatio Hornblower R.N. --[has_genre]--> Adventure
Path (Raw):       Robert Beatty --[No Operation]--> Robert Beatty --[(INV) starred_actors]--> Captain Horatio Hornblower R.N. --[has_genre]--> Adventure
Neg LogProb(↓):   0.061484
Path Entropy(↓):  0.225954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the vikings were in which languages
Start Entity:     The Vikings
Gold Answer:      [['Swedish', 'French', 'Japanese']]
Predicted Ans:    Swedish
Predicted Path:   The Vikings --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Barabbas --[in_language]--> Swedish
Path (Raw):       The Vikings --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Barabbas --[in_language]--> Swedish
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie edge of darkness
Start Entity:     Edge of Darkness
Gold Answer:      [['William Woods', 'Robert Rossen']]
Predicted Ans:    William Woods
Predicted Path:   Edge of Darkness --[written_by]--> William Woods --[(INV) written_by]--> Edge of Darkness --[written_by]--> William Woods
Path (Raw):       Edge of Darkness --[written_by]--> William Woods --[(INV) written_by]--> Edge of Darkness --[written_by]--> William Woods
Neg LogProb(↓):   0.182828
Path Entropy(↓):  0.475299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of rush
Start Entity:     Rush
Gold Answer:      [['1991']]
Predicted Ans:    2013
Predicted Path:   Rush --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Rush --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.048488
Path Entropy(↓):  4.410677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by andrzej grabowski
Start Entity:     Andrzej Grabowski
Gold Answer:      [['Marek Koterski']]
Predicted Ans:    Marek Koterski
Predicted Path:   Andrzej Grabowski --[(INV) starred_actors]--> Day of the Wacko --[directed_by]--> Marek Koterski
Path (Raw):       Andrzej Grabowski --[No Operation]--> Andrzej Grabowski --[(INV) starred_actors]--> Day of the Wacko --[directed_by]--> Marek Koterski
Neg LogProb(↓):   0.000284
Path Entropy(↓):  0.002652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the other sister
Start Entity:     The Other Sister
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   The Other Sister --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       The Other Sister --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   2.661120
Path Entropy(↓):  4.501060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by across the bridge actors
Start Entity:     Across the Bridge
Gold Answer:      [['Sidney Lumet', 'John Flynn', 'John Farrow', 'Mars Callahan', 'Jeremy Kagan', 'Arthur Hiller', 'Henry Hathaway', 'Otto Preminger', 'Delmer Daves', 'Samuel Fuller', 'Jack Smight', 'Norman Jewison', 'Elia Kazan', 'Richard Wilson', 'Bryan Forbes']]
Predicted Ans:    Bryan Forbes
Predicted Path:   Across the Bridge --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Path (Raw):       Across the Bridge --[starred_actors]--> Rod Steiger --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Neg LogProb(↓):   0.200543
Path Entropy(↓):  0.615289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did david j. burke direct
Start Entity:     David J. Burke
Gold Answer:      [['Edison']]
Predicted Ans:    Edison
Predicted Path:   David J. Burke --[(INV) written_by]--> Edison --[written_by]--> David J. Burke --[(INV) written_by]--> Edison
Path (Raw):       David J. Burke --[(INV) written_by]--> Edison --[written_by]--> David J. Burke --[(INV) written_by]--> Edison
Neg LogProb(↓):   0.658874
Path Entropy(↓):  0.920456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of christoph waltz acted films
Start Entity:     Christoph Waltz
Gold Answer:      [['Eli Roth', 'Tim Burton', 'Terry Gilliam', 'Roman Polanski', 'Delphine Gleize', 'Quentin Tarantino', 'Francis Lawrence']]
Predicted Ans:    Roman Polanski
Predicted Path:   Christoph Waltz --[(INV) starred_actors]--> Carnage --[directed_by]--> Roman Polanski
Path (Raw):       Christoph Waltz --[No Operation]--> Christoph Waltz --[(INV) starred_actors]--> Carnage --[directed_by]--> Roman Polanski
Neg LogProb(↓):   0.822976
Path Entropy(↓):  1.053873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was oscar polk an actor in
Start Entity:     Oscar Polk
Gold Answer:      [['The Green Pastures']]
Predicted Ans:    The Green Pastures
Predicted Path:   Oscar Polk --[(INV) starred_actors]--> The Green Pastures --[starred_actors]--> Oscar Polk --[(INV) starred_actors]--> The Green Pastures
Path (Raw):       Oscar Polk --[(INV) starred_actors]--> The Green Pastures --[starred_actors]--> Oscar Polk --[(INV) starred_actors]--> The Green Pastures
Neg LogProb(↓):   0.006189
Path Entropy(↓):  0.041728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for beat the devil
Start Entity:     Beat the Devil
Gold Answer:      [['John Huston', 'Claud Cockburn', 'Truman Capote']]
Predicted Ans:    John Huston
Predicted Path:   Beat the Devil --[written_by]--> Claud Cockburn --[(INV) written_by]--> Beat the Devil --[written_by]--> John Huston
Path (Raw):       Beat the Devil --[written_by]--> Claud Cockburn --[(INV) written_by]--> Beat the Devil --[written_by]--> John Huston
Neg LogProb(↓):   0.255781
Path Entropy(↓):  0.641361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the horse in the gray flannel suit
Start Entity:     The Horse in the Gray Flannel Suit
Gold Answer:      [['Sam Pillsbury', 'Lyman Dayton', 'Wilson Rawls', 'Don Nelson', 'Arthur Alsberg', 'Albert Aley', 'Louis Pelletier', 'MacKinlay Kantor']]
Predicted Ans:    Arthur Alsberg
Predicted Path:   The Horse in the Gray Flannel Suit --[directed_by]--> Norman Tokar --[(INV) directed_by]--> No Deposit, No Return --[written_by]--> Arthur Alsberg
Path (Raw):       The Horse in the Gray Flannel Suit --[directed_by]--> Norman Tokar --[(INV) directed_by]--> No Deposit, No Return --[written_by]--> Arthur Alsberg
Neg LogProb(↓):   0.144202
Path Entropy(↓):  0.524999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does bad words fall under
Start Entity:     Bad Words
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bad Words --[written_by]--> Andrew Dodge --[(INV) written_by]--> Bad Words --[has_genre]--> Comedy
Path (Raw):       Bad Words --[written_by]--> Andrew Dodge --[(INV) written_by]--> Bad Words --[has_genre]--> Comedy
Neg LogProb(↓):   1.078103
Path Entropy(↓):  0.645270
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of fred parnes written films
Start Entity:     Fred Parnes
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Fred Parnes --[(INV) written_by]--> Starting Out in the Evening --[release_year]--> 2007
Path (Raw):       Fred Parnes --[No Operation]--> Fred Parnes --[(INV) written_by]--> Starting Out in the Evening --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of crocodile dundee in los angeles was who
Start Entity:     Crocodile Dundee in Los Angeles
Gold Answer:      [['Simon Wincer']]
Predicted Ans:    Simon Wincer
Predicted Path:   Crocodile Dundee in Los Angeles --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Crocodile Dundee in Los Angeles --[directed_by]--> Simon Wincer
Path (Raw):       Crocodile Dundee in Los Angeles --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Crocodile Dundee in Los Angeles --[directed_by]--> Simon Wincer
Neg LogProb(↓):   0.696931
Path Entropy(↓):  1.291813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is bully
Start Entity:     Bully
Gold Answer:      [['Crime']]
Predicted Ans:    Documentary
Predicted Path:   Bully --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Bully --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.227320
Path Entropy(↓):  3.838464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the screenwriter of merrill's marauders were directed by who
Start Entity:     Merrill's Marauders
Gold Answer:      [['Phil Karlson', 'Samuel Fuller', 'Barry Shear']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Merrill's Marauders --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Big Red One --[directed_by]--> Samuel Fuller
Path (Raw):       Merrill's Marauders --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Big Red One --[directed_by]--> Samuel Fuller
Neg LogProb(↓):   1.124883
Path Entropy(↓):  1.822835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by val lewton
Start Entity:     Val Lewton
Gold Answer:      [['Boris Karloff', 'Bela Lugosi', 'Anna Lee']]
Predicted Ans:    Boris Karloff
Predicted Path:   Val Lewton --[(INV) written_by]--> The Body Snatcher --[starred_actors]--> Boris Karloff
Path (Raw):       Val Lewton --[No Operation]--> Val Lewton --[(INV) written_by]--> The Body Snatcher --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   0.136583
Path Entropy(↓):  0.382130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by 3 women writers
Start Entity:     3 Women
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   3 Women --[written_by]--> Robert Altman --[(INV) written_by]--> Gosford Park --[in_language]--> English
Path (Raw):       3 Women --[written_by]--> Robert Altman --[(INV) written_by]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the red squirrel also appears in which films
Start Entity:     The Red Squirrel
Gold Answer:      [['Earth', 'The Mosquito Net', 'Vacas']]
Predicted Ans:    Earth
Predicted Path:   The Red Squirrel --[starred_actors]--> Emma Suárez --[(INV) starred_actors]--> Earth
Path (Raw):       The Red Squirrel --[starred_actors]--> Emma Suárez --[No Operation]--> Emma Suárez --[(INV) starred_actors]--> Earth
Neg LogProb(↓):   0.000741
Path Entropy(↓):  0.006588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by jacqueline scott fall under
Start Entity:     Jacqueline Scott
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Jacqueline Scott --[(INV) starred_actors]--> Macabre --[has_genre]--> Horror
Path (Raw):       Jacqueline Scott --[No Operation]--> Jacqueline Scott --[(INV) starred_actors]--> Macabre --[has_genre]--> Horror
Neg LogProb(↓):   0.524927
Path Entropy(↓):  0.676271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the day the earth stood still
Start Entity:     The Day the Earth Stood Still
Gold Answer:      [['1954', '2008', '2003', '1993', '2006', '1968', '1963', '1957', '1951', '1953', '1994', '1956', '1995', '2001', '1996', '1961', '1955', '2013', '1988', '2000', '1949', '1997', '1966', '1950', '1960', '2005', '1991', '1965', '1999', '1986', '1952']]
Predicted Ans:    2006
Predicted Path:   The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[release_year]--> 2006
Path (Raw):       The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> A Scanner Darkly --[release_year]--> 2006
Neg LogProb(↓):   1.057346
Path Entropy(↓):  1.815164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by michael collins actors
Start Entity:     Michael Collins
Gold Answer:      [['Documentary', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Michael Collins --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Under Suspicion --[has_genre]--> Drama
Path (Raw):       Michael Collins --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Under Suspicion --[has_genre]--> Drama
Neg LogProb(↓):   0.848571
Path Entropy(↓):  1.570546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by mark harris
Start Entity:     Mark Harris
Gold Answer:      [['Bang the Drum Slowly']]
Predicted Ans:    Bang the Drum Slowly
Predicted Path:   Mark Harris --[(INV) written_by]--> Bang the Drum Slowly --[written_by]--> Mark Harris --[(INV) written_by]--> Bang the Drum Slowly
Path (Raw):       Mark Harris --[(INV) written_by]--> Bang the Drum Slowly --[written_by]--> Mark Harris --[(INV) written_by]--> Bang the Drum Slowly
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by margarita lymberaki
Start Entity:     Margarita Lymberaki
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Margarita Lymberaki --[(INV) written_by]--> Phaedra --[in_language]--> Greek
Path (Raw):       Margarita Lymberaki --[No Operation]--> Margarita Lymberaki --[(INV) written_by]--> Phaedra --[in_language]--> Greek
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with in search of the castaways fall under
Start Entity:     In Search of the Castaways
Gold Answer:      [['Drama', 'Musical', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   In Search of the Castaways --[starred_actors]--> Maurice Chevalier --[(INV) starred_actors]--> The Merry Widow --[has_genre]--> Comedy
Path (Raw):       In Search of the Castaways --[starred_actors]--> Maurice Chevalier --[(INV) starred_actors]--> The Merry Widow --[has_genre]--> Comedy
Neg LogProb(↓):   0.544042
Path Entropy(↓):  1.102536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie easier with practice
Start Entity:     Easier with Practice
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Easier with Practice --[has_genre]--> Drama --[(INV) has_genre]--> Unfair Competition --[has_genre]--> Drama
Path (Raw):       Easier with Practice --[has_genre]--> Drama --[(INV) has_genre]--> Unfair Competition --[has_genre]--> Drama
Neg LogProb(↓):   3.276099
Path Entropy(↓):  4.552229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor nick stabile starred together with who
Start Entity:     Nick Stabile
Gold Answer:      [['Jennifer Tilly', 'Brad Dourif', 'Katherine Heigl']]
Predicted Ans:    Jennifer Tilly
Predicted Path:   Nick Stabile --[(INV) starred_actors]--> Bride of Chucky --[starred_actors]--> Jennifer Tilly
Path (Raw):       Nick Stabile --[No Operation]--> Nick Stabile --[(INV) starred_actors]--> Bride of Chucky --[starred_actors]--> Jennifer Tilly
Neg LogProb(↓):   0.528727
Path Entropy(↓):  0.961855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the twilight of the golds
Start Entity:     The Twilight of the Golds
Gold Answer:      [['Faye Dunaway', 'Garry Marshall']]
Predicted Ans:    Faye Dunaway
Predicted Path:   The Twilight of the Golds --[starred_actors]--> Faye Dunaway --[(INV) starred_actors]--> Midnight Crossing --[starred_actors]--> Faye Dunaway
Path (Raw):       The Twilight of the Golds --[starred_actors]--> Faye Dunaway --[(INV) starred_actors]--> Midnight Crossing --[starred_actors]--> Faye Dunaway
Neg LogProb(↓):   0.179160
Path Entropy(↓):  0.657707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the artist and the model
Start Entity:     The Artist and the Model
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   The Artist and the Model --[release_year]--> 2012 --[(INV) release_year]--> Eat Sleep Die --[release_year]--> 2012
Path (Raw):       The Artist and the Model --[release_year]--> 2012 --[(INV) release_year]--> Eat Sleep Die --[release_year]--> 2012
Neg LogProb(↓):   3.138563
Path Entropy(↓):  4.547273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie une chambre en ville
Start Entity:     Une chambre en ville
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Une chambre en ville --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Une chambre en ville --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.147176
Path Entropy(↓):  3.182336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did ray dennis steckler write the story for
Start Entity:     Ray Dennis Steckler
Gold Answer:      [['Rat Pfink a Boo Boo']]
Predicted Ans:    Rat Pfink a Boo Boo
Predicted Path:   Ray Dennis Steckler --[(INV) written_by]--> Rat Pfink a Boo Boo --[written_by]--> Ron Haydock --[(INV) written_by]--> Rat Pfink a Boo Boo
Path (Raw):       Ray Dennis Steckler --[(INV) written_by]--> Rat Pfink a Boo Boo --[written_by]--> Ron Haydock --[(INV) written_by]--> Rat Pfink a Boo Boo
Neg LogProb(↓):   0.075346
Path Entropy(↓):  0.260258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for illtown
Start Entity:     Illtown
Gold Answer:      [['Nick Gomez']]
Predicted Ans:    Nick Gomez
Predicted Path:   Illtown --[directed_by]--> Nick Gomez --[(INV) directed_by]--> Laws of Gravity --[directed_by]--> Nick Gomez
Path (Raw):       Illtown --[directed_by]--> Nick Gomez --[(INV) directed_by]--> Laws of Gravity --[directed_by]--> Nick Gomez
Neg LogProb(↓):   0.001517
Path Entropy(↓):  0.011355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by african cats actors
Start Entity:     African Cats
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   African Cats --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Path (Raw):       African Cats --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.310684
Path Entropy(↓):  0.864482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does i love sarah jane fall under
Start Entity:     I Love Sarah Jane
Gold Answer:      [['Horror', 'Short']]
Predicted Ans:    Horror
Predicted Path:   I Love Sarah Jane --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       I Love Sarah Jane --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.088205
Path Entropy(↓):  4.053076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with esther kahn in
Start Entity:     Esther Kahn
Gold Answer:      [['French']]
Predicted Ans:    English
Predicted Path:   Esther Kahn --[directed_by]--> Arnaud Desplechin --[(INV) directed_by]--> Esther Kahn --[in_language]--> English
Path (Raw):       Esther Kahn --[directed_by]--> Arnaud Desplechin --[(INV) directed_by]--> Esther Kahn --[in_language]--> English
Neg LogProb(↓):   0.000675
Path Entropy(↓):  0.005701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of valentino were directed by who
Start Entity:     Valentino
Gold Answer:      [['Ken Russell']]
Predicted Ans:    Ken Russell
Predicted Path:   Valentino --[written_by]--> Ken Russell --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Path (Raw):       Valentino --[written_by]--> Ken Russell --[(INV) written_by]--> Salome's Last Dance --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.188311
Path Entropy(↓):  0.523519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter stan daniels co - wrote movies with who
Start Entity:     Stan Daniels
Gold Answer:      [['Neil Simon', 'Ed. Weinberger', 'Bruce Jay Friedman']]
Predicted Ans:    Neil Simon
Predicted Path:   Stan Daniels --[(INV) written_by]--> The Lonely Guy --[written_by]--> Neil Simon
Path (Raw):       Stan Daniels --[No Operation]--> Stan Daniels --[(INV) written_by]--> The Lonely Guy --[written_by]--> Neil Simon
Neg LogProb(↓):   0.373105
Path Entropy(↓):  0.625322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by michael gottlieb release
Start Entity:     Michael Gottlieb
Gold Answer:      [['1937', '1987']]
Predicted Ans:    1937
Predicted Path:   Michael Gottlieb --[(INV) written_by]--> Mannequin --[release_year]--> 1937
Path (Raw):       Michael Gottlieb --[No Operation]--> Michael Gottlieb --[(INV) written_by]--> Mannequin --[release_year]--> 1937
Neg LogProb(↓):   0.373791
Path Entropy(↓):  0.620967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of newsfront
Start Entity:     Newsfront
Gold Answer:      [['Chiwetel Ejiofor', 'Brenton Thwaites', 'Hilary Swank', 'Denzel Washington', 'Harrison Ford', 'Billy Zane', 'Anne Archer', 'Michael Caine', 'Sean Bean', 'Michael Redgrave', 'William Baldwin', 'Brendan Fraser', 'Do Thi Hai Yen', 'Sam Neill', 'Liev Schreiber', 'Meryl Streep', 'Angelina Jolie', 'Nicole Kidman', 'Daniel Olbrychski', 'Tom Berenger', 'Val Kilmer', 'Elisabeth Shue', 'Jeff Bridges', 'Sharon Stone', 'Alexander Skarsgård', 'Audie Murphy', 'Patrick Bergin', 'Giorgia Moll', 'Rutger Hauer', 'Brenda Blethyn']]
Predicted Ans:    Michael Caine
Predicted Path:   Newsfront --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> The Quiet American --[starred_actors]--> Michael Caine
Path (Raw):       Newsfront --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> The Quiet American --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.915006
Path Entropy(↓):  1.413964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by astrid lindgren were in which genres
Start Entity:     Astrid Lindgren
Gold Answer:      [['Fantasy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Astrid Lindgren --[(INV) written_by]--> The New Adventures of Pippi Longstocking --[has_genre]--> Adventure
Path (Raw):       Astrid Lindgren --[No Operation]--> Astrid Lindgren --[(INV) written_by]--> The New Adventures of Pippi Longstocking --[has_genre]--> Adventure
Neg LogProb(↓):   0.426281
Path Entropy(↓):  1.002363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by volker schlondorff
Start Entity:     Volker Schlöndorff
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Volker Schlöndorff --[(INV) directed_by]--> Voyager --[has_genre]--> Drama
Path (Raw):       Volker Schlöndorff --[No Operation]--> Volker Schlöndorff --[(INV) directed_by]--> Voyager --[has_genre]--> Drama
Neg LogProb(↓):   0.000432
Path Entropy(↓):  0.004103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by christina luescher
Start Entity:     Christina Luescher
Gold Answer:      [['Carroll Ballard']]
Predicted Ans:    Carroll Ballard
Predicted Path:   Christina Luescher --[(INV) written_by]--> Never Cry Wolf --[directed_by]--> Carroll Ballard
Path (Raw):       Christina Luescher --[No Operation]--> Christina Luescher --[(INV) written_by]--> Never Cry Wolf --[directed_by]--> Carroll Ballard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for a night in heaven
Start Entity:     A Night in Heaven
Gold Answer:      [['Joan Tewkesbury']]
Predicted Ans:    Joan Tewkesbury
Predicted Path:   A Night in Heaven --[written_by]--> Joan Tewkesbury --[(INV) written_by]--> A Night in Heaven --[written_by]--> Joan Tewkesbury
Path (Raw):       A Night in Heaven --[written_by]--> Joan Tewkesbury --[(INV) written_by]--> A Night in Heaven --[written_by]--> Joan Tewkesbury
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the belly of an architect
Start Entity:     The Belly of an Architect
Gold Answer:      [["The Draughtsman's Contract", 'Nightwatching', 'Drowning by Numbers', "Prospero's Books", 'The Pillow Book', 'The Falls', "Rembrandt's J'Accuse", 'The Baby of Mâcon']]
Predicted Ans:    The Pillow Book
Predicted Path:   The Belly of an Architect --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book
Path (Raw):       The Belly of an Architect --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Pillow Book --[No Operation]--> The Pillow Book
Neg LogProb(↓):   0.285410
Path Entropy(↓):  0.985081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by frank craven were released in which years
Start Entity:     Frank Craven
Gold Answer:      [['2003', '1940']]
Predicted Ans:    1940
Predicted Path:   Frank Craven --[(INV) written_by]--> Our Town --[release_year]--> 1940
Path (Raw):       Frank Craven --[No Operation]--> Frank Craven --[(INV) written_by]--> Our Town --[release_year]--> 1940
Neg LogProb(↓):   0.072179
Path Entropy(↓):  0.252752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jean ferry were in which genres
Start Entity:     Jean Ferry
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jean Ferry --[(INV) written_by]--> Quai des Orfèvres --[has_genre]--> Drama
Path (Raw):       Jean Ferry --[No Operation]--> Jean Ferry --[(INV) written_by]--> Quai des Orfèvres --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie brass target released
Start Entity:     Brass Target
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Brass Target --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Path (Raw):       Brass Target --[release_year]--> 1978 --[(INV) release_year]--> Starcrash --[release_year]--> 1978
Neg LogProb(↓):   2.107642
Path Entropy(↓):  3.316357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with forgetting sarah marshall in
Start Entity:     Forgetting Sarah Marshall
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Forgetting Sarah Marshall --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Pulse --[in_language]--> Japanese
Path (Raw):       Forgetting Sarah Marshall --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Pulse --[in_language]--> Japanese
Neg LogProb(↓):   0.001044
Path Entropy(↓):  0.009572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed five corners
Start Entity:     Five Corners
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys --[in_language]--> French
Path (Raw):       Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys --[in_language]--> French
Neg LogProb(↓):   0.009084
Path Entropy(↓):  0.052241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the big boss released
Start Entity:     The Big Boss
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   The Big Boss --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       The Big Boss --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   1.965715
Path Entropy(↓):  4.038492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the a fistful of fingers director
Start Entity:     A Fistful of Fingers
Gold Answer:      [['Simon Pegg', "Bryan Lee O'Malley", 'Edgar Wright']]
Predicted Ans:    Edgar Wright
Predicted Path:   A Fistful of Fingers --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz --[written_by]--> Edgar Wright
Path (Raw):       A Fistful of Fingers --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz --[written_by]--> Edgar Wright
Neg LogProb(↓):   0.252602
Path Entropy(↓):  0.706842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by oliver blackburn
Start Entity:     Oliver Blackburn
Gold Answer:      [['David Bloom']]
Predicted Ans:    Oliver Blackburn
Predicted Path:   Oliver Blackburn --[(INV) directed_by]--> Donkey Punch --[written_by]--> Oliver Blackburn
Path (Raw):       Oliver Blackburn --[No Operation]--> Oliver Blackburn --[(INV) directed_by]--> Donkey Punch --[written_by]--> Oliver Blackburn
Neg LogProb(↓):   0.166646
Path Entropy(↓):  0.494147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by abdellatif kechiche were in which languages
Start Entity:     Abdellatif Kechiche
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Abdellatif Kechiche --[(INV) directed_by]--> The Secret of the Grain --[in_language]--> French
Path (Raw):       Abdellatif Kechiche --[No Operation]--> Abdellatif Kechiche --[(INV) directed_by]--> The Secret of the Grain --[in_language]--> French
Neg LogProb(↓):   0.000438
Path Entropy(↓):  0.003881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with we have a pope fall under
Start Entity:     We Have a Pope
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   We Have a Pope --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Caiman --[has_genre]--> Comedy
Path (Raw):       We Have a Pope --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Caiman --[has_genre]--> Comedy
Neg LogProb(↓):   1.207734
Path Entropy(↓):  1.413424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by daniele thompson
Start Entity:     Danièle Thompson
Gold Answer:      [['Juliette Binoche', 'Jean Reno']]
Predicted Ans:    Jean Reno
Predicted Path:   Danièle Thompson --[(INV) directed_by]--> Jet Lag --[starred_actors]--> Jean Reno
Path (Raw):       Danièle Thompson --[No Operation]--> Danièle Thompson --[(INV) directed_by]--> Jet Lag --[starred_actors]--> Jean Reno
Neg LogProb(↓):   0.175370
Path Entropy(↓):  0.555199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of chris young starred movies
Start Entity:     Chris Young
Gold Answer:      [['1990', '2004']]
Predicted Ans:    1990
Predicted Path:   Chris Young --[(INV) starred_actors]--> Book of Love --[release_year]--> 1990
Path (Raw):       Chris Young --[No Operation]--> Chris Young --[(INV) starred_actors]--> Book of Love --[release_year]--> 1990
Neg LogProb(↓):   0.543894
Path Entropy(↓):  0.680136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Megan griffiths directed which movies
Start Entity:     Megan Griffiths
Gold Answer:      [['Lucky Them', 'Eden']]
Predicted Ans:    Eden
Predicted Path:   Megan Griffiths --[(INV) directed_by]--> Eden --[directed_by]--> Megan Griffiths --[(INV) directed_by]--> Eden
Path (Raw):       Megan Griffiths --[(INV) directed_by]--> Eden --[directed_by]--> Megan Griffiths --[(INV) directed_by]--> Eden
Neg LogProb(↓):   0.014943
Path Entropy(↓):  0.092814
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the indian runner released
Start Entity:     The Indian Runner
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   The Indian Runner --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       The Indian Runner --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   3.321332
Path Entropy(↓):  4.679216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed pride and glory
Start Entity:     Pride and Glory
Gold Answer:      [['Eric Guggenheim', 'Angela Shelton', "Gavin O'Connor"]]
Predicted Ans:    Eric Guggenheim
Predicted Path:   Pride and Glory --[directed_by]--> Gavin O'Connor --[(INV) directed_by]--> Miracle --[written_by]--> Eric Guggenheim
Path (Raw):       Pride and Glory --[directed_by]--> Gavin O'Connor --[(INV) directed_by]--> Miracle --[written_by]--> Eric Guggenheim
Neg LogProb(↓):   0.458007
Path Entropy(↓):  1.016893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by richard matheson
Start Entity:     Richard Matheson
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       Richard Matheson --[No Operation]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.000078
Path Entropy(↓):  0.000851
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bringing down the house were released in which years
Start Entity:     Bringing Down the House
Gold Answer:      [['2008', '2003', '1992', '1936', '2006', '1979', '2015', '1984', '2007', '1998', '1963', '2009', '2010', '2004', '1982', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '1981', '2012', '1988', '1997', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1996
Predicted Path:   Bringing Down the House --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Set It Off --[release_year]--> 1996
Path (Raw):       Bringing Down the House --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Set It Off --[release_year]--> 1996
Neg LogProb(↓):   1.721911
Path Entropy(↓):  1.985830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of neverwas
Start Entity:     Neverwas
Gold Answer:      [['Joshua Michael Stern']]
Predicted Ans:    Joshua Michael Stern
Predicted Path:   Neverwas --[written_by]--> Joshua Michael Stern --[(INV) written_by]--> Swing Vote --[directed_by]--> Joshua Michael Stern
Path (Raw):       Neverwas --[written_by]--> Joshua Michael Stern --[(INV) written_by]--> Swing Vote --[directed_by]--> Joshua Michael Stern
Neg LogProb(↓):   0.048380
Path Entropy(↓):  0.215804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of aidan quinn starred movies
Start Entity:     Aidan Quinn
Gold Answer:      [['1995', '1997', '2009', '1990', '1992', '1991', '2004', '2006', '1994', '1999', '1987', '1986', '2011', '1984', '2007']]
Predicted Ans:    1987
Predicted Path:   Aidan Quinn --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Path (Raw):       Aidan Quinn --[No Operation]--> Aidan Quinn --[(INV) starred_actors]--> Stakeout --[release_year]--> 1987
Neg LogProb(↓):   1.477409
Path Entropy(↓):  1.757359
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in let it ride
Start Entity:     Let It Ride
Gold Answer:      [['Family', 'Music', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Let It Ride --[starred_actors]--> Jennifer Tilly --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Path (Raw):       Let It Ride --[starred_actors]--> Jennifer Tilly --[(INV) starred_actors]--> Do Not Disturb --[has_genre]--> Comedy
Neg LogProb(↓):   0.811590
Path Entropy(↓):  1.249920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of aurora
Start Entity:     Aurora
Gold Answer:      [['2005']]
Predicted Ans:    2010
Predicted Path:   Aurora --[directed_by]--> Cristi Puiu --[(INV) directed_by]--> Aurora --[release_year]--> 2010
Path (Raw):       Aurora --[directed_by]--> Cristi Puiu --[(INV) directed_by]--> Aurora --[release_year]--> 2010
Neg LogProb(↓):   0.017626
Path Entropy(↓):  0.088027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a movie written by bruce manning
Start Entity:     Bruce Manning
Gold Answer:      [['Three Smart Girls Grow Up', 'One Hundred Men and a Girl']]
Predicted Ans:    Three Smart Girls Grow Up
Predicted Path:   Bruce Manning --[(INV) written_by]--> Three Smart Girls Grow Up --[written_by]--> Felix Jackson --[(INV) written_by]--> Three Smart Girls Grow Up
Path (Raw):       Bruce Manning --[(INV) written_by]--> Three Smart Girls Grow Up --[written_by]--> Felix Jackson --[(INV) written_by]--> Three Smart Girls Grow Up
Neg LogProb(↓):   0.010543
Path Entropy(↓):  0.058683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by richard j. lewis release
Start Entity:     Richard J. Lewis
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Richard J. Lewis --[(INV) directed_by]--> Barney's Version --[release_year]--> 2010
Path (Raw):       Richard J. Lewis --[No Operation]--> Richard J. Lewis --[(INV) directed_by]--> Barney's Version --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by daniel ribeiro
Start Entity:     Daniel Ribeiro
Gold Answer:      [['Drama', 'Short']]
Predicted Ans:    Drama
Predicted Path:   Daniel Ribeiro --[(INV) written_by]--> The Way He Looks --[has_genre]--> Drama
Path (Raw):       Daniel Ribeiro --[No Operation]--> Daniel Ribeiro --[(INV) written_by]--> The Way He Looks --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by cherish lee
Start Entity:     Cherish Lee
Gold Answer:      [['Michael Feifer']]
Predicted Ans:    Michael Feifer
Predicted Path:   Cherish Lee --[(INV) starred_actors]--> Grim Reaper --[directed_by]--> Michael Feifer
Path (Raw):       Cherish Lee --[No Operation]--> Cherish Lee --[(INV) starred_actors]--> Grim Reaper --[directed_by]--> Michael Feifer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by james daly were directed by who
Start Entity:     James Daly
Gold Answer:      [['Don Taylor']]
Predicted Ans:    Don Taylor
Predicted Path:   James Daly --[(INV) starred_actors]--> The Five Man Army --[directed_by]--> Don Taylor
Path (Raw):       James Daly --[No Operation]--> James Daly --[(INV) starred_actors]--> The Five Man Army --[directed_by]--> Don Taylor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed 28 weeks later
Start Entity:     28 Weeks Later
Gold Answer:      [['Juan Carlos Fresnadillo', 'Jaime Marques', 'Nicolás Casariego']]
Predicted Ans:    Juan Carlos Fresnadillo
Predicted Path:   28 Weeks Later --[directed_by]--> Juan Carlos Fresnadillo --[(INV) directed_by]--> Intacto --[written_by]--> Juan Carlos Fresnadillo
Path (Raw):       28 Weeks Later --[directed_by]--> Juan Carlos Fresnadillo --[(INV) directed_by]--> Intacto --[written_by]--> Juan Carlos Fresnadillo
Neg LogProb(↓):   0.022728
Path Entropy(↓):  0.119953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by mike rich in
Start Entity:     Mike Rich
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mike Rich --[(INV) written_by]--> Finding Forrester --[has_genre]--> Drama
Path (Raw):       Mike Rich --[No Operation]--> Mike Rich --[(INV) written_by]--> Finding Forrester --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by ernest k. gann
Start Entity:     Ernest K. Gann
Gold Answer:      [['Robert Stack', 'Rod Taylor', 'Nancy Kwan', 'Susan Hayward', 'Claire Trevor', 'Clark Gable', 'Rosanna Arquette', 'John Wayne', 'Cate Blanchett', 'Kate Beckinsale', 'Glenn Ford', 'John C. Reilly', 'Laraine Day', 'Leonardo DiCaprio', 'Christopher Reeve', 'Suzanne Pleshette']]
Predicted Ans:    Cate Blanchett
Predicted Path:   Ernest K. Gann --[(INV) written_by]--> The Aviator --[starred_actors]--> Cate Blanchett
Path (Raw):       Ernest K. Gann --[No Operation]--> Ernest K. Gann --[(INV) written_by]--> The Aviator --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   0.062972
Path Entropy(↓):  0.300972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director jerome sable
Start Entity:     Jerome Sable
Gold Answer:      [['Richard Todd', 'Allie MacDonald', 'Marlene Dietrich', 'Michael Wilding', 'Jane Wyman']]
Predicted Ans:    Richard Todd
Predicted Path:   Jerome Sable --[(INV) directed_by]--> Stage Fright --[starred_actors]--> Richard Todd
Path (Raw):       Jerome Sable --[No Operation]--> Jerome Sable --[(INV) directed_by]--> Stage Fright --[starred_actors]--> Richard Todd
Neg LogProb(↓):   1.079718
Path Entropy(↓):  1.247366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in one false move
Start Entity:     One False Move
Gold Answer:      [['Scott Phillips', 'Anita Shreve', 'Todd Komarnicki', 'Michael Crichton', 'Darin Scott', 'Anthony Hopkins', 'Dwight Yoakam', 'Charles Beaumont', 'Al Reinert', 'Merian C. Cooper', 'Ruth Rose', 'Jim Lovell', 'Larry McMurtry', 'Jonathan Mostow', 'Jeffrey Kluger', 'Ethan Coen', 'Billy Bob Thornton', 'Charles Perrault', 'Todd Phillips', 'Stephen Berra', 'Stephen Potter', 'John Ridley', 'Robert Harling', 'Leslie Bohem', 'Brian Lynch', 'Richard Russo', 'Tom Wheeler', 'Robert Benton', 'Robert Zemeckis', 'Bob Gale', 'Kevin Jarre', 'David Dobkin', 'John Lee Hancock', 'Dan Gilroy', 'Neil Sheehan', 'Terry George', 'Katja von Garnier', 'Stephen Gaghan', 'Joe Klein', 'Robby Henson']]
Predicted Ans:    Katja von Garnier
Predicted Path:   One False Move --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       One False Move --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.717109
Path Entropy(↓):  1.343958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by sigourney weaver
Start Entity:     Sigourney Weaver
Gold Answer:      [['French', 'Indonesian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Path (Raw):       Sigourney Weaver --[No Operation]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[in_language]--> French
Neg LogProb(↓):   0.013537
Path Entropy(↓):  0.074992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by martin rackin
Start Entity:     Martin Rackin
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Martin Rackin --[(INV) written_by]--> A Dangerous Profession --[has_genre]--> Drama
Path (Raw):       Martin Rackin --[No Operation]--> Martin Rackin --[(INV) written_by]--> A Dangerous Profession --[has_genre]--> Drama
Neg LogProb(↓):   0.001980
Path Entropy(↓):  0.014291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the terminal man
Start Entity:     The Terminal Man
Gold Answer:      [['1998', '1980', '2000', '1972', '1971', '2003', '1989', '1985', '1987']]
Predicted Ans:    1985
Predicted Path:   The Terminal Man --[directed_by]--> Mike Hodges --[(INV) directed_by]--> Morons from Outer Space --[release_year]--> 1985
Path (Raw):       The Terminal Man --[directed_by]--> Mike Hodges --[(INV) directed_by]--> Morons from Outer Space --[release_year]--> 1985
Neg LogProb(↓):   0.614152
Path Entropy(↓):  1.430289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the entity
Start Entity:     The Entity
Gold Answer:      [["A Soldier's Daughter Never Cries", 'A Dangerous Woman', 'The Stunt Man', 'Shy People', 'Take This Job and Shove It', 'Last Summer', 'Lantana', 'With Six You Get Eggroll', 'Splitting Heirs', 'Last of the Dogmen', 'Tin Men', 'Answers to Nothing', 'Paris Trout', 'The Portrait of a Lady', 'Hannah and Her Sisters', 'Hoosiers', 'Beaches']]
Predicted Ans:    Hannah and Her Sisters
Predicted Path:   The Entity --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters
Path (Raw):       The Entity --[starred_actors]--> Barbara Hershey --[No Operation]--> Barbara Hershey --[(INV) starred_actors]--> Hannah and Her Sisters
Neg LogProb(↓):   0.860267
Path Entropy(↓):  1.425346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does cliff robertson appear in
Start Entity:     Cliff Robertson
Gold Answer:      [['Underworld U.S.A.', '633 Squadron', 'The Best Man', 'Brainstorm', 'The Honey Pot', 'Wind', 'Malone', 'Gidget', 'The Great Northfield Minnesota Raid', 'Obsession', 'PT 109', 'Autumn Leaves', 'Three Days of the Condor', 'Charly', 'Too Late the Hero', 'Sunday in New York']]
Predicted Ans:    Too Late the Hero
Predicted Path:   Cliff Robertson --[(INV) starred_actors]--> Too Late the Hero --[starred_actors]--> Ian Bannen --[(INV) starred_actors]--> Too Late the Hero
Path (Raw):       Cliff Robertson --[(INV) starred_actors]--> Too Late the Hero --[starred_actors]--> Ian Bannen --[(INV) starred_actors]--> Too Late the Hero
Neg LogProb(↓):   0.062547
Path Entropy(↓):  0.299493
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of triple cross
Start Entity:     Triple Cross
Gold Answer:      [['The New World', 'The Amateur', 'The Last Station', 'Man in the Chair', 'My Dog Tulip', 'Waterloo', 'The Sound of Music', 'The Man Who Would Be King', 'Eyewitness', 'Our Fathers', 'Starcrash', 'The Scarlet and the Black', 'The Imaginarium of Doctor Parnassus', 'Syriana', 'Wind Across the Everglades', 'Crackerjack', 'Aces High', 'The Man Who Planted Trees', 'The Silent Partner', 'The Insider', 'Dracula 2000', 'Inside Daisy Clover', 'The Pyx', 'Vampire in Venice', '9', 'The Lake House', 'Somewhere in Time', 'A Beautiful Mind', 'Closing the Ring', 'Inside Man', 'Ararat', 'The Return of the Pink Panther']]
Predicted Ans:    The Sound of Music
Predicted Path:   Triple Cross --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music
Path (Raw):       Triple Cross --[starred_actors]--> Christopher Plummer --[No Operation]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music
Neg LogProb(↓):   0.933088
Path Entropy(↓):  1.834196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer bill peet
Start Entity:     Bill Peet
Gold Answer:      [['Emily Browning']]
Predicted Ans:    Emily Browning
Predicted Path:   Bill Peet --[(INV) written_by]--> Sleeping Beauty --[starred_actors]--> Emily Browning
Path (Raw):       Bill Peet --[No Operation]--> Bill Peet --[(INV) written_by]--> Sleeping Beauty --[starred_actors]--> Emily Browning
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about peter cook
Start Entity:     peter cook
Gold Answer:      [['The Hound of the Baskervilles', 'Yellowbeard', 'Bedazzled']]
Predicted Ans:    Bedazzled
Predicted Path:   peter cook --[(INV) has_tags]--> Bedazzled --[has_tags]--> peter cook --[(INV) has_tags]--> Bedazzled
Path (Raw):       peter cook --[(INV) has_tags]--> Bedazzled --[has_tags]--> peter cook --[(INV) has_tags]--> Bedazzled
Neg LogProb(↓):   0.006920
Path Entropy(↓):  0.051480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of where the day takes you
Start Entity:     Where the Day Takes You
Gold Answer:      [['The Wedding Date', 'The Final Season', 'Copycat', 'Rudy', 'Quigley Down Under', 'Toy Soldiers', 'The Family Stone', 'Encino Man', 'Living in Oblivion', "Moms' Night Out", 'Stay Cool', 'Where the Money Is', 'The Long Way Home', "My Best Friend's Wedding", 'Goodbye Lover', 'Once Around', 'There Goes My Baby', 'Forever Strong', '50 First Dates', 'The Grey', 'Staying Together', 'Inhale', 'Stuart Saves His Family', 'Georgia Rule', 'The Trigger Effect']]
Predicted Ans:    Forever Strong
Predicted Path:   Where the Day Takes You --[starred_actors]--> Sean Astin --[(INV) starred_actors]--> Forever Strong
Path (Raw):       Where the Day Takes You --[starred_actors]--> Sean Astin --[No Operation]--> Sean Astin --[(INV) starred_actors]--> Forever Strong
Neg LogProb(↓):   1.076358
Path Entropy(↓):  1.281890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by ryan murphy were released in which years
Start Entity:     Ryan Murphy
Gold Answer:      [['2008', '2006', '2010']]
Predicted Ans:    2006
Predicted Path:   Ryan Murphy --[(INV) written_by]--> Running with Scissors --[release_year]--> 2006
Path (Raw):       Ryan Murphy --[No Operation]--> Ryan Murphy --[(INV) written_by]--> Running with Scissors --[release_year]--> 2006
Neg LogProb(↓):   0.673521
Path Entropy(↓):  0.702720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by tim baker
Start Entity:     Tim Baker
Gold Answer:      [['Pan Nalin']]
Predicted Ans:    Pan Nalin
Predicted Path:   Tim Baker --[(INV) written_by]--> Samsara --[directed_by]--> Pan Nalin
Path (Raw):       Tim Baker --[No Operation]--> Tim Baker --[(INV) written_by]--> Samsara --[directed_by]--> Pan Nalin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by coming home actors
Start Entity:     Coming Home
Gold Answer:      [['Sport', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Coming Home --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[has_genre]--> Comedy
Path (Raw):       Coming Home --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> All Together --[has_genre]--> Comedy
Neg LogProb(↓):   1.117345
Path Entropy(↓):  1.725836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does yoshiko shinohara act in
Start Entity:     Yoshiko Shinohara
Gold Answer:      [['Grave of the Fireflies']]
Predicted Ans:    Grave of the Fireflies
Predicted Path:   Yoshiko Shinohara --[(INV) starred_actors]--> Grave of the Fireflies --[starred_actors]--> Akemi Yamaguchi --[(INV) starred_actors]--> Grave of the Fireflies
Path (Raw):       Yoshiko Shinohara --[(INV) starred_actors]--> Grave of the Fireflies --[starred_actors]--> Akemi Yamaguchi --[(INV) starred_actors]--> Grave of the Fireflies
Neg LogProb(↓):   0.729814
Path Entropy(↓):  1.020795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film get over it
Start Entity:     Get Over It
Gold Answer:      [['1995', '2000', '1997', '2009', '2001', '1990', '2003', '2005', '2010', '2004', '2006', '1999', '2002', '2014', '2012', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Get Over It --[starred_actors]--> Ben Foster --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Path (Raw):       Get Over It --[starred_actors]--> Ben Foster --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Neg LogProb(↓):   0.303812
Path Entropy(↓):  0.946704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by dick richards were in which genres
Start Entity:     Dick Richards
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Dick Richards --[(INV) directed_by]--> March or Die --[has_genre]--> War
Path (Raw):       Dick Richards --[No Operation]--> Dick Richards --[(INV) directed_by]--> March or Die --[has_genre]--> War
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of world's greatest dad
Start Entity:     World's Greatest Dad
Gold Answer:      [['Good Morning, Vietnam', 'The Birdcage', 'Flubber', 'Good Will Hunting', 'RV', 'The Face of Love', 'Moscow on the Hudson', 'Dead Poets Society', 'Bicentennial Man', 'The Big White', 'Patch Adams', "Fathers' Day", 'House of D', 'One Hour Photo', 'The World According to Garp', 'Popeye', 'Cadillac Man', 'Hook', 'The Angriest Man in Brooklyn', 'License to Wed', 'Aladdin', 'The Final Cut', 'Being Human', 'Club Paradise', 'Jack', 'The Survivors', 'Seize the Day', 'Spy Kids', 'Man of the Year', 'Old Dogs', 'Jakob the Liar', 'After the Dark', 'Toys', 'Awakenings', 'Jumanji', 'What Dreams May Come', 'Mrs. Doubtfire', 'Death to Smoochy', 'The Best of Times']]
Predicted Ans:    Good Morning, Vietnam
Predicted Path:   World's Greatest Dad --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Path (Raw):       World's Greatest Dad --[starred_actors]--> Robin Williams --[No Operation]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Neg LogProb(↓):   0.774163
Path Entropy(↓):  1.916529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by being cyrus actors release
Start Entity:     Being Cyrus
Gold Answer:      [['2001', '2008', '2003', '2005', '2004', '2012']]
Predicted Ans:    2001
Predicted Path:   Being Cyrus --[starred_actors]--> Saif Ali Khan --[(INV) starred_actors]--> Dil Chahta Hai --[release_year]--> 2001
Path (Raw):       Being Cyrus --[starred_actors]--> Saif Ali Khan --[(INV) starred_actors]--> Dil Chahta Hai --[release_year]--> 2001
Neg LogProb(↓):   0.498213
Path Entropy(↓):  1.001241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by murilo benicio were written by who
Start Entity:     Murilo Benício
Gold Answer:      [['Carlos Diegues', 'Vinicius de Moraes']]
Predicted Ans:    Vinicius de Moraes
Predicted Path:   Murilo Benício --[(INV) starred_actors]--> Orfeu --[written_by]--> Vinicius de Moraes
Path (Raw):       Murilo Benício --[No Operation]--> Murilo Benício --[(INV) starred_actors]--> Orfeu --[written_by]--> Vinicius de Moraes
Neg LogProb(↓):   0.696890
Path Entropy(↓):  1.006330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of apostle peter and the last supper
Start Entity:     Apostle Peter and the Last Supper
Gold Answer:      [['Psycho II', 'Armed and Dangerous', 'The Believers', 'Afterburn', "Prizzi's Honor", 'Relentless', 'Coldblooded', 'Necessary Roughness', 'The Deal', 'The Hi-Line', 'The Lost Missile', 'The Proposition', 'Big', 'Hot Pursuit']]
Predicted Ans:    Relentless
Predicted Path:   Apostle Peter and the Last Supper --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> Relentless
Path (Raw):       Apostle Peter and the Last Supper --[starred_actors]--> Robert Loggia --[No Operation]--> Robert Loggia --[(INV) starred_actors]--> Relentless
Neg LogProb(↓):   0.200510
Path Entropy(↓):  0.816288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ariadna gil star in
Start Entity:     Ariadna Gil
Gold Answer:      [['Libertarias', 'Second Skin']]
Predicted Ans:    Libertarias
Predicted Path:   Ariadna Gil --[(INV) starred_actors]--> Libertarias --[starred_actors]--> Ariadna Gil --[(INV) starred_actors]--> Libertarias
Path (Raw):       Ariadna Gil --[(INV) starred_actors]--> Libertarias --[starred_actors]--> Ariadna Gil --[(INV) starred_actors]--> Libertarias
Neg LogProb(↓):   0.817511
Path Entropy(↓):  0.703364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie girl most likely
Start Entity:     Girl Most Likely
Gold Answer:      [['Harvey Pekar', 'Joyce Brabner', 'Eleanor Henderson', 'Emma McLaughlin', 'Nicola Kraus', 'Robert Pulcini', 'Shari Springer Berman', 'Jonathan Ames']]
Predicted Ans:    Robert Pulcini
Predicted Path:   Girl Most Likely --[directed_by]--> Robert Pulcini --[(INV) directed_by]--> The Extra Man --[written_by]--> Robert Pulcini
Path (Raw):       Girl Most Likely --[directed_by]--> Robert Pulcini --[(INV) directed_by]--> The Extra Man --[written_by]--> Robert Pulcini
Neg LogProb(↓):   0.289137
Path Entropy(↓):  1.099600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did bobby moat star in
Start Entity:     Bobby Moat
Gold Answer:      [['A Cool, Dry Place']]
Predicted Ans:    Dazed and Confused
Predicted Path:   Bobby Moat --[(INV) starred_actors]--> A Cool, Dry Place --[starred_actors]--> Joey Lauren Adams --[(INV) starred_actors]--> Dazed and Confused
Path (Raw):       Bobby Moat --[(INV) starred_actors]--> A Cool, Dry Place --[starred_actors]--> Joey Lauren Adams --[(INV) starred_actors]--> Dazed and Confused
Neg LogProb(↓):   0.081117
Path Entropy(↓):  0.307961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was bruce feirstein a writer on
Start Entity:     Bruce Feirstein
Gold Answer:      [['The World Is Not Enough', 'Tomorrow Never Dies']]
Predicted Ans:    Tomorrow Never Dies
Predicted Path:   Bruce Feirstein --[(INV) written_by]--> Tomorrow Never Dies --[written_by]--> Bruce Feirstein --[(INV) written_by]--> Tomorrow Never Dies
Path (Raw):       Bruce Feirstein --[(INV) written_by]--> Tomorrow Never Dies --[written_by]--> Bruce Feirstein --[(INV) written_by]--> Tomorrow Never Dies
Neg LogProb(↓):   0.015772
Path Entropy(↓):  0.091771
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the guest
Start Entity:     The Guest
Gold Answer:      [['2011', '2013', '2010']]
Predicted Ans:    2013
Predicted Path:   The Guest --[written_by]--> Simon Barrett --[(INV) written_by]--> V/H/S/2 --[release_year]--> 2013
Path (Raw):       The Guest --[written_by]--> Simon Barrett --[(INV) written_by]--> V/H/S/2 --[release_year]--> 2013
Neg LogProb(↓):   0.011164
Path Entropy(↓):  0.063109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote maniac
Start Entity:     Maniac
Gold Answer:      [['Alexandre Aja', 'Joe Spinell', 'Grégory Levasseur']]
Predicted Ans:    Joe Spinell
Predicted Path:   Maniac --[written_by]--> Joe Spinell --[(INV) written_by]--> Maniac --[written_by]--> Joe Spinell
Path (Raw):       Maniac --[written_by]--> Joe Spinell --[(INV) written_by]--> Maniac --[written_by]--> Joe Spinell
Neg LogProb(↓):   2.567961
Path Entropy(↓):  2.729139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with marthe villalonga
Start Entity:     Marthe Villalonga
Gold Answer:      [['Catherine Deneuve', 'Daniel Auteuil']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Marthe Villalonga --[(INV) starred_actors]--> My Favorite Season --[starred_actors]--> Catherine Deneuve
Path (Raw):       Marthe Villalonga --[No Operation]--> Marthe Villalonga --[(INV) starred_actors]--> My Favorite Season --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.000389
Path Entropy(↓):  0.003510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by kim poirier
Start Entity:     Kim Poirier
Gold Answer:      [['Matthew Hastings']]
Predicted Ans:    Matthew Hastings
Predicted Path:   Kim Poirier --[(INV) starred_actors]--> Decoys --[directed_by]--> Matthew Hastings
Path (Raw):       Kim Poirier --[No Operation]--> Kim Poirier --[(INV) starred_actors]--> Decoys --[directed_by]--> Matthew Hastings
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film missile to the moon
Start Entity:     Missile to the Moon
Gold Answer:      [['Richard E. Cunha']]
Predicted Ans:    Richard E. Cunha
Predicted Path:   Missile to the Moon --[directed_by]--> Richard E. Cunha --[(INV) directed_by]--> Missile to the Moon --[directed_by]--> Richard E. Cunha
Path (Raw):       Missile to the Moon --[directed_by]--> Richard E. Cunha --[(INV) directed_by]--> Missile to the Moon --[directed_by]--> Richard E. Cunha
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with xan hopcraft
Start Entity:     Xan Hopcraft
Gold Answer:      [['Carol Cawthra Hopcraft']]
Predicted Ans:    Xan Hopcraft
Predicted Path:   Xan Hopcraft --[(INV) written_by]--> Duma --[written_by]--> Xan Hopcraft
Path (Raw):       Xan Hopcraft --[No Operation]--> Xan Hopcraft --[(INV) written_by]--> Duma --[written_by]--> Xan Hopcraft
Neg LogProb(↓):   0.052599
Path Entropy(↓):  0.202150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie one on one
Start Entity:     One on One
Gold Answer:      [['David Lister', 'Kirk Wise', 'Christophe Gans', 'Jean Cocteau', 'Arthur Barron', 'Gary Trousdale']]
Predicted Ans:    Gary Trousdale
Predicted Path:   One on One --[starred_actors]--> Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[directed_by]--> Gary Trousdale
Path (Raw):       One on One --[starred_actors]--> Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[directed_by]--> Gary Trousdale
Neg LogProb(↓):   0.528746
Path Entropy(↓):  1.176446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jennifer weiner written movies
Start Entity:     Jennifer Weiner
Gold Answer:      [['Curtis Hanson']]
Predicted Ans:    Curtis Hanson
Predicted Path:   Jennifer Weiner --[(INV) written_by]--> In Her Shoes --[directed_by]--> Curtis Hanson
Path (Raw):       Jennifer Weiner --[No Operation]--> Jennifer Weiner --[(INV) written_by]--> In Her Shoes --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of david newman written films
Start Entity:     David Newman
Gold Answer:      [['1995', '1970', '1972', '1982', '2002', '1967']]
Predicted Ans:    1972
Predicted Path:   David Newman --[(INV) written_by]--> What's Up, Doc? --[release_year]--> 1972
Path (Raw):       David Newman --[No Operation]--> David Newman --[(INV) written_by]--> What's Up, Doc? --[release_year]--> 1972
Neg LogProb(↓):   0.009657
Path Entropy(↓):  0.058883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with harry harrison kroll
Start Entity:     Harry Harrison Kroll
Gold Answer:      [['Paul Green']]
Predicted Ans:    Harry Harrison Kroll
Predicted Path:   Harry Harrison Kroll --[(INV) written_by]--> The Cabin in the Cotton --[written_by]--> Harry Harrison Kroll
Path (Raw):       Harry Harrison Kroll --[No Operation]--> Harry Harrison Kroll --[(INV) written_by]--> The Cabin in the Cotton --[written_by]--> Harry Harrison Kroll
Neg LogProb(↓):   0.012572
Path Entropy(↓):  0.067168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by marielle heller
Start Entity:     Marielle Heller
Gold Answer:      [['Phoebe Gloeckner']]
Predicted Ans:    Phoebe Gloeckner
Predicted Path:   Marielle Heller --[(INV) directed_by]--> The Diary of a Teenage Girl --[written_by]--> Phoebe Gloeckner
Path (Raw):       Marielle Heller --[No Operation]--> Marielle Heller --[(INV) directed_by]--> The Diary of a Teenage Girl --[written_by]--> Phoebe Gloeckner
Neg LogProb(↓):   0.036473
Path Entropy(↓):  0.156266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie you will meet a tall dark stranger
Start Entity:     You Will Meet a Tall Dark Stranger
Gold Answer:      [['Roger Donaldson', 'Michael Almereyda', 'Frank De Felitta', 'Boris Pasternak', 'Robert Sheckley', 'Rebecca Miller', 'Franco Zeffirelli', 'David Auburn', 'James Goldman', 'Anthony Hopkins', 'Howard A. Rodman', 'William Shakespeare', 'Roger Avary', 'Robert Bolt', 'Daniel Quinn', 'Ross Thomas', 'Bernard Pomerance', 'Steve Lawson', 'David Lynch', 'David Newman', 'David Mamet', 'Oliver Stone', 'Kenneth Branagh', 'Grigori Kozintsev', 'David Franzoni', 'Mark Protosevich', 'Jocelyn Moorhouse', 'Julie Taymor', 'Terence Rattigan', 'Jim Harrison', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves', 'Nicholas Meyer', 'Neil Gaiman', 'Alan Parker', 'Don Payne', 'Zack Stentz', 'Philip Roth', 'Robert Rossen', 'Ari Handel', 'Steven Zaillian', 'Robert Benton', 'T. Coraghessan Boyle', 'Thomas Harris', 'Ted Tally', 'William Goldman', 'Mark Rosenthal', 'Darren Aronofsky', 'Joseph Hayes', 'Tony Richardson', 'Lawrence Konner', 'Stephen Rebello', 'Robert Penn Warren', 'David Chappe', 'Mark Leahy', 'Stephen King', 'Matt Baglio', 'Richard Hough', 'Willy Russell', 'Michael Petroni', 'Bruce Beresford', 'Kazuo Ishiguro', 'Ruth Prawer Jhabvala', 'Anatole de Grunwald']]
Predicted Ans:    Roger Avary
Predicted Path:   You Will Meet a Tall Dark Stranger --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Beowulf --[written_by]--> Roger Avary
Path (Raw):       You Will Meet a Tall Dark Stranger --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Beowulf --[written_by]--> Roger Avary
Neg LogProb(↓):   2.288506
Path Entropy(↓):  1.775753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of bring me the head of alfredo garcia
Start Entity:     Bring Me the Head of Alfredo Garcia
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Bring Me the Head of Alfredo Garcia --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Bring Me the Head of Alfredo Garcia --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   2.239035
Path Entropy(↓):  3.767306
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed measuring the world
Start Entity:     Measuring the World
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Measuring the World --[directed_by]--> Detlev Buck --[(INV) directed_by]--> Measuring the World --[in_language]--> German
Path (Raw):       Measuring the World --[directed_by]--> Detlev Buck --[(INV) directed_by]--> Measuring the World --[in_language]--> German
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of guy
Start Entity:     Guy
Gold Answer:      [['Feeling Minnesota', 'The Weather Man', 'Mystic Pizza', 'The Whole Wide World', 'The Dangerous Lives of Altar Boys', 'Mumford', 'The Lodger', 'Household Saints', 'The Thirteenth Floor', 'Impostor', 'The Daytrippers', 'Full Metal Jacket', 'Dying Young', 'Happy Accidents', 'The Nines', 'The Winner', 'Arlington Road', 'Stuart Saves His Family', 'Kill the Irishman', 'The Salton Sea', 'Chained', 'Thumbsucker', 'Disconnect']]
Predicted Ans:    Feeling Minnesota
Predicted Path:   Guy --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota
Path (Raw):       Guy --[starred_actors]--> Vincent D'Onofrio --[No Operation]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota
Neg LogProb(↓):   0.141194
Path Entropy(↓):  0.535331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by luke davies
Start Entity:     Luke Davies
Gold Answer:      [['1968', '2006']]
Predicted Ans:    1968
Predicted Path:   Luke Davies --[(INV) written_by]--> Candy --[release_year]--> 1968
Path (Raw):       Luke Davies --[No Operation]--> Luke Davies --[(INV) written_by]--> Candy --[release_year]--> 1968
Neg LogProb(↓):   0.187879
Path Entropy(↓):  0.457917
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of heading south also wrote which films
Start Entity:     Heading South
Gold Answer:      [['Human Resources', '7 Days in Havana', 'The Class', 'Time Out']]
Predicted Ans:    The Class
Predicted Path:   Heading South --[written_by]--> Laurent Cantet --[(INV) written_by]--> The Class
Path (Raw):       Heading South --[written_by]--> Laurent Cantet --[(INV) written_by]--> The Class --[No Operation]--> The Class
Neg LogProb(↓):   0.017645
Path Entropy(↓):  0.100585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ruggero raimondi appears in which movies
Start Entity:     Ruggero Raimondi
Gold Answer:      [['Carmen']]
Predicted Ans:    Carmen
Predicted Path:   Ruggero Raimondi --[(INV) starred_actors]--> Carmen --[starred_actors]--> Faith Esham --[(INV) starred_actors]--> Carmen
Path (Raw):       Ruggero Raimondi --[(INV) starred_actors]--> Carmen --[starred_actors]--> Faith Esham --[(INV) starred_actors]--> Carmen
Neg LogProb(↓):   0.167690
Path Entropy(↓):  0.455311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie regular lovers were in which genres
Start Entity:     Regular Lovers
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Regular Lovers --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[has_genre]--> Drama
Path (Raw):       Regular Lovers --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[has_genre]--> Drama
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by grant stuart
Start Entity:     Grant Stuart
Gold Answer:      [['George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   Grant Stuart --[(INV) written_by]--> The Chapman Report --[directed_by]--> George Cukor
Path (Raw):       Grant Stuart --[No Operation]--> Grant Stuart --[(INV) written_by]--> The Chapman Report --[directed_by]--> George Cukor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of miranda
Start Entity:     Miranda
Gold Answer:      [['1962', '1968', '1988', '1972', '1957', '1950', '1960', '1982', '1953', '1965', '1935', '1979', '1952']]
Predicted Ans:    2002
Predicted Path:   Miranda --[directed_by]--> Ken Annakin --[(INV) directed_by]--> Miranda --[release_year]--> 2002
Path (Raw):       Miranda --[directed_by]--> Ken Annakin --[(INV) directed_by]--> Miranda --[release_year]--> 2002
Neg LogProb(↓):   1.314563
Path Entropy(↓):  2.262167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in michael constantine starred movies
Start Entity:     Michael Constantine
Gold Answer:      [['English']]
Predicted Ans:    stephen king
Predicted Path:   Michael Constantine --[(INV) starred_actors]--> Thinner --[has_tags]--> stephen king
Path (Raw):       Michael Constantine --[No Operation]--> Michael Constantine --[(INV) starred_actors]--> Thinner --[has_tags]--> stephen king
Neg LogProb(↓):   0.000164
Path Entropy(↓):  0.001595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by the director of the ritz starred who
Start Entity:     The Ritz
Gold Answer:      [['Richard Pryor', 'Margaret Rutherford', 'Oliver Reed', 'Buster Keaton', 'Charlie Sheen', 'Lana Turner', 'Roy Kinnear', 'John Lennon', 'Brooke Adams', 'Michael Crawford', 'Lee Montague', 'Matthew Macfadyen', 'Alan Bates', "Chris O'Donnell", 'Florinda Bolkan', 'Paul McCartney', 'Zero Mostel', 'Robert Shaw', 'Ned Beatty', 'Kiefer Sutherland', 'Don Ameche', 'Gene Hackman', 'Audrey Hepburn', 'Malcolm McDowell', 'Ron Moody', 'David Kossoff', 'Richard Harris', 'Sean Connery', 'George C. Scott', 'Julie Christie', 'George Harrison', 'Arthur Hill', 'Richard Chamberlain', 'The Beatles', 'Gene Kelly', 'Milla Jovovich', 'Bernard Cribbins', 'Phil Silvers', 'Christopher Reeve', 'Oliver Platt', 'The Ritz Brothers']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Ritz --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Path (Raw):       The Ritz --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.280482
Path Entropy(↓):  0.795485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Joshua michael stern was the director of which movies
Start Entity:     Joshua Michael Stern
Gold Answer:      [['Swing Vote', 'Neverwas', 'Jobs']]
Predicted Ans:    Jobs
Predicted Path:   Joshua Michael Stern --[(INV) directed_by]--> Jobs --[directed_by]--> Joshua Michael Stern --[(INV) directed_by]--> Jobs
Path (Raw):       Joshua Michael Stern --[(INV) directed_by]--> Jobs --[directed_by]--> Joshua Michael Stern --[(INV) directed_by]--> Jobs
Neg LogProb(↓):   0.919899
Path Entropy(↓):  1.560542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by marcia rodd were directed by who
Start Entity:     Marcia Rodd
Gold Answer:      [['Alan Arkin']]
Predicted Ans:    Alan Arkin
Predicted Path:   Marcia Rodd --[(INV) starred_actors]--> Little Murders --[directed_by]--> Alan Arkin
Path (Raw):       Marcia Rodd --[No Operation]--> Marcia Rodd --[(INV) starred_actors]--> Little Murders --[directed_by]--> Alan Arkin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the go director release
Start Entity:     Go
Gold Answer:      [['1995', '2008', '2010', '1996', '1994', '2002', '2014']]
Predicted Ans:    2002
Predicted Path:   Go --[directed_by]--> Doug Liman --[(INV) directed_by]--> The Bourne Identity --[release_year]--> 2002
Path (Raw):       Go --[directed_by]--> Doug Liman --[(INV) directed_by]--> The Bourne Identity --[release_year]--> 2002
Neg LogProb(↓):   0.439346
Path Entropy(↓):  1.132096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the 39 steps
Start Entity:     The 39 Steps
Gold Answer:      [['French', 'English', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   The 39 Steps --[directed_by]--> James Hawes --[(INV) directed_by]--> The Chatterley Affair --[in_language]--> English
Path (Raw):       The 39 Steps --[directed_by]--> James Hawes --[(INV) directed_by]--> The Chatterley Affair --[in_language]--> English
Neg LogProb(↓):   1.658367
Path Entropy(↓):  0.867645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the front page
Start Entity:     The Front Page
Gold Answer:      [['walter matthau', 'billy wilder', 'jack lemmon']]
Predicted Ans:    lewis milestone
Predicted Path:   The Front Page --[has_tags]--> lewis milestone --[(INV) has_tags]--> Two Arabian Knights --[has_tags]--> lewis milestone
Path (Raw):       The Front Page --[has_tags]--> lewis milestone --[(INV) has_tags]--> Two Arabian Knights --[has_tags]--> lewis milestone
Neg LogProb(↓):   0.001256
Path Entropy(↓):  0.010583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by claudie blakley were in which genres
Start Entity:     Claudie Blakley
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Claudie Blakley --[(INV) starred_actors]--> Dirty Filthy Love --[has_genre]--> Drama
Path (Raw):       Claudie Blakley --[No Operation]--> Claudie Blakley --[(INV) starred_actors]--> Dirty Filthy Love --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did mia sara act in
Start Entity:     Mia Sara
Gold Answer:      [['Legend', 'Timecop', "Ferris Bueller's Day Off", 'Turn of Faith']]
Predicted Ans:    Timecop
Predicted Path:   Mia Sara --[(INV) starred_actors]--> Timecop --[starred_actors]--> Mia Sara --[(INV) starred_actors]--> Timecop
Path (Raw):       Mia Sara --[(INV) starred_actors]--> Timecop --[starred_actors]--> Mia Sara --[(INV) starred_actors]--> Timecop
Neg LogProb(↓):   0.374276
Path Entropy(↓):  1.050113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of jude were directed by who
Start Entity:     Jude
Gold Answer:      [['Michael Winterbottom', 'Rupert Sanders', 'John Schlesinger', 'Iain Softley', 'Roman Polanski', 'Nicolas Winding Refn', 'Hossein Amini']]
Predicted Ans:    Hossein Amini
Predicted Path:   Jude --[written_by]--> Hossein Amini --[(INV) written_by]--> The Two Faces of January --[directed_by]--> Hossein Amini
Path (Raw):       Jude --[written_by]--> Hossein Amini --[(INV) written_by]--> The Two Faces of January --[directed_by]--> Hossein Amini
Neg LogProb(↓):   0.309259
Path Entropy(↓):  0.595546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film murder, my sweet are written by who
Start Entity:     Murder, My Sweet
Gold Answer:      [['Olive Higgins Prouty', 'Herman Wouk', 'George Haight', 'Babe Ruth', 'John Fusco', 'Lucy Maud Montgomery', 'Dudley Nichols', 'John Huston', 'John R. Tunis', 'Fredric Brown', 'John Wexley', 'Delmer Daves', 'Barré Lyndon', 'Warren Duff', 'William Shakespeare', 'John Paxton', 'Preston Sturges', 'Michael Hoffman', 'Richard Maibaum', 'Charles Schnee', 'George Bradshaw', 'Ernest K. Gann', 'Alex Gottlieb', 'Ernest Haycox', 'James Seymour', 'Manuel Seff', 'Max Brand', 'Neil H. Swanson', 'Frank Gruber', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Steve Fisher', 'Joseph Schrank', 'René Clair', 'Shonda Rhimes', 'Melvin Frank', 'Jay Dratler', 'W.R. Burnett', 'Rida Johnson Young']]
Predicted Ans:    Jay Dratler
Predicted Path:   Murder, My Sweet --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[written_by]--> Jay Dratler
Path (Raw):       Murder, My Sweet --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[written_by]--> Jay Dratler
Neg LogProb(↓):   0.358272
Path Entropy(↓):  0.911051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is bridge to the sun
Start Entity:     Bridge to the Sun
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Bridge to the Sun --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Bridge to the Sun --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.744153
Path Entropy(↓):  2.521879
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the rope director
Start Entity:     Rope
Gold Answer:      [['W. Somerset Maugham', 'Thornton Wilder', 'David Dodge', 'Arthur La Bern', 'Robert E. Sherwood', 'Angus MacPhail', 'Patricia Highsmith', 'Oliver Sandys', 'Joseph Jefferson Farjeon', 'Sally Benson', 'Hall Caine', 'Barré Lyndon', 'Marie Belloc Lowndes', 'David O. Selznick', 'George Tabori', 'Dorothy Parker', 'Ernest Lehman', 'Cornell Woolrich', 'John Steinbeck', 'Peter Viertel', 'Leon Uris', 'Frank Launder', 'Hume Cronyn', 'Selwyn Jepson', 'John Buchan', 'Lizzie Mickery', 'James Bridie', 'Ethel Lina White', 'Whitfield Cook', 'Robert Benchley', 'Maxwell Anderson', 'Clemence Dane', 'David Ondaatje', 'Stephan Elliott', 'Paul Anthelme', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Anthony Shaffer', 'George Axelrod', 'Frederick Knott', 'Skip Woods', 'Samuel A. Taylor', 'Alec Coppel', 'Joseph Stefano', 'Joan Harrison', 'Charles Bennett', 'John Michael Hayes', 'Gordon McDonell', 'Philip MacDonald', 'Sidney Gilliat', 'John Galsworthy', 'Alfred Hitchcock', 'Jay Presson Allen', 'Winston Graham', 'Jerome Sable', 'Victor Canning', 'Eden Phillpotts', 'Jack Trevor Story', 'David Ayer', 'Robert Bloch', 'Joseph Conrad', 'Ben Hecht', 'Alma Reville', 'Michael Hogan', 'Walter C. Mycroft', 'Brian Moore', 'Helen Simpson', 'James Hilton', 'Evan Hunter']]
Predicted Ans:    Lizzie Mickery
Predicted Path:   Rope --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps --[written_by]--> Lizzie Mickery
Path (Raw):       Rope --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps --[written_by]--> Lizzie Mickery
Neg LogProb(↓):   2.185827
Path Entropy(↓):  3.790849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by gilles mimouni
Start Entity:     Gilles Mimouni
Gold Answer:      [['Fred MacMurray', 'Jack Lemmon', 'Vincent Cassel', 'Shirley MacLaine', 'Monica Bellucci', 'Romane Bohringer']]
Predicted Ans:    Fred MacMurray
Predicted Path:   Gilles Mimouni --[(INV) written_by]--> The Apartment --[starred_actors]--> Fred MacMurray
Path (Raw):       Gilles Mimouni --[No Operation]--> Gilles Mimouni --[(INV) written_by]--> The Apartment --[starred_actors]--> Fred MacMurray
Neg LogProb(↓):   0.858369
Path Entropy(↓):  1.116699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie return of the fly
Start Entity:     Return of the Fly
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Return of the Fly --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Return of the Fly --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.808457
Path Entropy(↓):  4.166606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in hoodlum
Start Entity:     Hoodlum
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Hoodlum --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[in_language]--> English
Path (Raw):       Hoodlum --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[in_language]--> English
Neg LogProb(↓):   0.621597
Path Entropy(↓):  0.760535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by liev schreiber released
Start Entity:     Liev Schreiber
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Liev Schreiber --[(INV) directed_by]--> Everything Is Illuminated --[release_year]--> 2005
Path (Raw):       Liev Schreiber --[No Operation]--> Liev Schreiber --[(INV) directed_by]--> Everything Is Illuminated --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is the undefeated
Start Entity:     The Undefeated
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Undefeated --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Undefeated --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.418512
Path Entropy(↓):  3.089331
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film pretty poison are written by who
Start Entity:     Pretty Poison
Gold Answer:      [['Thornton Wilder', 'William Richert', 'Robert Stone', 'Ruth Gordon', 'Charles Edward Pogue', 'Judith Rossner', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'John Paxton', 'Clifford Odets', 'Jessamyn West', 'Blake Edwards', 'Richard Condon', 'Irwin Shaw', 'Françoise Sagan', 'Henry Jaglom', 'Alan Rudolph', 'Al Hirshberg', 'Jimmy Piersall', 'Jules Dassin', 'Samuel A. Taylor', 'John Michael Hayes', 'Joseph Stefano', 'Tom Holland', 'Franz Kafka', 'Al Hine', 'Michael Wilson', 'Madison Jones', 'Nevil Shute', 'William Goldman', 'Israel Horovitz', 'Robert Bloch', 'Michael Elias', 'Richard Brooks', 'Margarita Lymberaki', 'Orson Welles', 'Chris Columbus', 'Rich Eustis', 'Cyra McFadden', "Eugene O'Neill"]]
Predicted Ans:    John Paxton
Predicted Path:   Pretty Poison --[starred_actors]--> Anthony Perkins --[(INV) starred_actors]--> On the Beach --[written_by]--> John Paxton
Path (Raw):       Pretty Poison --[starred_actors]--> Anthony Perkins --[(INV) starred_actors]--> On the Beach --[written_by]--> John Paxton
Neg LogProb(↓):   1.343209
Path Entropy(↓):  2.479344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film forget paris were released in which years
Start Entity:     Forget Paris
Gold Answer:      [['2001', '1992']]
Predicted Ans:    1992
Predicted Path:   Forget Paris --[directed_by]--> Billy Crystal --[(INV) directed_by]--> Mr. Saturday Night --[release_year]--> 1992
Path (Raw):       Forget Paris --[directed_by]--> Billy Crystal --[(INV) directed_by]--> Mr. Saturday Night --[release_year]--> 1992
Neg LogProb(↓):   0.015672
Path Entropy(↓):  0.087218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with wuthering heights fall under
Start Entity:     Wuthering Heights
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Wuthering Heights --[starred_actors]--> Erika Christensen --[(INV) starred_actors]--> Veronika Decides to Die --[has_genre]--> Drama
Path (Raw):       Wuthering Heights --[starred_actors]--> Erika Christensen --[(INV) starred_actors]--> Veronika Decides to Die --[has_genre]--> Drama
Neg LogProb(↓):   0.877548
Path Entropy(↓):  1.790820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for things change
Start Entity:     Things Change
Gold Answer:      [['Shel Silverstein', 'David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Things Change --[written_by]--> David Mamet --[(INV) written_by]--> Oleanna --[written_by]--> David Mamet
Path (Raw):       Things Change --[written_by]--> David Mamet --[(INV) written_by]--> Oleanna --[written_by]--> David Mamet
Neg LogProb(↓):   0.201257
Path Entropy(↓):  0.663019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie zodiac were in which genres
Start Entity:     Zodiac
Gold Answer:      [['Drama', 'Fantasy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Zodiac --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Path (Raw):       Zodiac --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Neg LogProb(↓):   0.012611
Path Entropy(↓):  0.086345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the necessary roughness director release
Start Entity:     Necessary Roughness
Gold Answer:      [['1983', '1985', '1979']]
Predicted Ans:    1983
Predicted Path:   Necessary Roughness --[directed_by]--> Stan Dragoti --[(INV) directed_by]--> Mr. Mom --[release_year]--> 1983
Path (Raw):       Necessary Roughness --[directed_by]--> Stan Dragoti --[(INV) directed_by]--> Mr. Mom --[release_year]--> 1983
Neg LogProb(↓):   0.455699
Path Entropy(↓):  0.950813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the devil bat
Start Entity:     The Devil Bat
Gold Answer:      [['Ulli Lommel', 'Robert Louis Stevenson', 'Richard Matheson', 'Val Lewton', 'R.R. Morgan', 'Vera M. Oldham', 'Harry A. Earnshaw', 'Bram Stoker', 'Robert Florey', 'Philip Wylie', 'Ben Livingston', 'Hannah Shakespeare', 'Edgar Allan Poe', 'Edgar G. Ulmer', 'John L. Balderston', 'Hamilton Deane', 'Harvey Gates']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Devil Bat --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       The Devil Bat --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.285456
Path Entropy(↓):  1.576900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in count three and pray
Start Entity:     Count Three and Pray
Gold Answer:      [['1970', '1946', '1954', '1959', '2006', '1941', '1963', '1957', '1951', '1973', '1953', '1947', '1956', '1931', '1943', '1948', '1972', '1971', '1942', '1981', '1961', '1955', '1962', '2000', '1949', '1975', '1966', '1950', '1960', '1991', '1987', '1969', '1958']]
Predicted Ans:    1962
Predicted Path:   Count Three and Pray --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Pitfall --[release_year]--> 1962
Path (Raw):       Count Three and Pray --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Pitfall --[release_year]--> 1962
Neg LogProb(↓):   1.249973
Path Entropy(↓):  1.743622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by victor heerman
Start Entity:     Victor Heerman
Gold Answer:      [['Jackie Coogan']]
Predicted Ans:    Jackie Coogan
Predicted Path:   Victor Heerman --[(INV) directed_by]--> My Boy --[starred_actors]--> Jackie Coogan
Path (Raw):       Victor Heerman --[No Operation]--> Victor Heerman --[(INV) directed_by]--> My Boy --[starred_actors]--> Jackie Coogan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of joe may directed movies
Start Entity:     Joe May
Gold Answer:      [['Lester Cole', 'Curt Siodmak']]
Predicted Ans:    Curt Siodmak
Predicted Path:   Joe May --[(INV) directed_by]--> The Invisible Man Returns --[written_by]--> Curt Siodmak
Path (Raw):       Joe May --[No Operation]--> Joe May --[(INV) directed_by]--> The Invisible Man Returns --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.018953
Path Entropy(↓):  0.105361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by todd robinson
Start Entity:     Todd Robinson
Gold Answer:      [['Ed Harris', 'David Duchovny', 'William Fichtner']]
Predicted Ans:    Ed Harris
Predicted Path:   Todd Robinson --[(INV) directed_by]--> Phantom --[starred_actors]--> Ed Harris
Path (Raw):       Todd Robinson --[No Operation]--> Todd Robinson --[(INV) directed_by]--> Phantom --[starred_actors]--> Ed Harris
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is things to do in denver when you're dead
Start Entity:     Things to Do in Denver When You're Dead
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Things to Do in Denver When You're Dead --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Things to Do in Denver When You're Dead --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.633313
Path Entropy(↓):  2.594801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with house of games in
Start Entity:     House of Games
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   House of Games --[directed_by]--> David Mamet --[(INV) directed_by]--> The Winslow Boy --[in_language]--> English
Path (Raw):       House of Games --[directed_by]--> David Mamet --[(INV) directed_by]--> The Winslow Boy --[in_language]--> English
Neg LogProb(↓):   0.694219
Path Entropy(↓):  0.702523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by arthur j. beckhard
Start Entity:     Arthur J. Beckhard
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Arthur J. Beckhard --[(INV) written_by]--> Curly Top --[release_year]--> 1935
Path (Raw):       Arthur J. Beckhard --[No Operation]--> Arthur J. Beckhard --[(INV) written_by]--> Curly Top --[release_year]--> 1935
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with that darn cat in
Start Entity:     That Darn Cat
Gold Answer:      [['Vietnamese', 'French']]
Predicted Ans:    Vietnamese
Predicted Path:   That Darn Cat --[starred_actors]--> Doug E. Doug --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Path (Raw):       That Darn Cat --[starred_actors]--> Doug E. Doug --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Neg LogProb(↓):   0.000131
Path Entropy(↓):  0.001326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by walter salles
Start Entity:     Walter Salles
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Walter Salles --[(INV) written_by]--> Central Station --[in_language]--> Portuguese
Path (Raw):       Walter Salles --[No Operation]--> Walter Salles --[(INV) written_by]--> Central Station --[in_language]--> Portuguese
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in sundown
Start Entity:     Sundown
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Sundown --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[has_genre]--> War
Path (Raw):       Sundown --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[has_genre]--> War
Neg LogProb(↓):   0.845880
Path Entropy(↓):  1.433945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter ben york jones co - wrote films with who
Start Entity:     Ben York Jones
Gold Answer:      [['Drake Doremus']]
Predicted Ans:    Ben York Jones
Predicted Path:   Ben York Jones --[(INV) written_by]--> Breathe In --[written_by]--> Ben York Jones
Path (Raw):       Ben York Jones --[No Operation]--> Ben York Jones --[(INV) written_by]--> Breathe In --[written_by]--> Ben York Jones
Neg LogProb(↓):   0.001521
Path Entropy(↓):  0.011380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share writers with the film sex, lies, and videotape were in which genres
Start Entity:     Sex, Lies, and Videotape
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sex, Lies, and Videotape --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Eros --[has_genre]--> Drama
Path (Raw):       Sex, Lies, and Videotape --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Eros --[has_genre]--> Drama
Neg LogProb(↓):   0.101268
Path Entropy(↓):  0.406259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the heiress
Start Entity:     The Heiress
Gold Answer:      [['My Cousin Rachel', "It's Love I'm After", 'The Charge of the Light Brigade', 'Captain Blood', 'Tales from the Crypt', 'Dodge City', 'Lonelyhearts', 'The Search', 'The Divorce of Lady X', 'From Here to Eternity', 'Raintree County', 'Anthony Adverse', 'The Young Lions', 'Santa Fe Trail', 'In This Our Life', 'The Big Lift', 'Red River', 'The Strawberry Blonde', 'The Snake Pit', "Princess O'Rourke", 'The Private Lives of Elizabeth and Essex', 'The Dark Mirror', 'To Each His Own', 'Dragonslayer', 'I Confess', 'Lady in a Cage', 'The Misfits', 'They Died with Their Boots On', 'Things to Come', 'Outcast of the Islands', 'Wild River', 'Suddenly, Last Summer', 'The Four Feathers', 'Not as a Stranger', 'The 300 Spartans', 'The Adventures of Robin Hood', 'Hold Back the Dawn', 'A Place in the Sun', 'Libel']]
Predicted Ans:    The Private Lives of Elizabeth and Essex
Predicted Path:   The Heiress --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> The Private Lives of Elizabeth and Essex
Path (Raw):       The Heiress --[starred_actors]--> Olivia de Havilland --[No Operation]--> Olivia de Havilland --[(INV) starred_actors]--> The Private Lives of Elizabeth and Essex
Neg LogProb(↓):   1.023203
Path Entropy(↓):  1.931497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of buzz kulik directed films
Start Entity:     Buzz Kulik
Gold Answer:      [['1973', '2011', '2010', '1980']]
Predicted Ans:    1973
Predicted Path:   Buzz Kulik --[(INV) directed_by]--> Shamus --[release_year]--> 1973
Path (Raw):       Buzz Kulik --[No Operation]--> Buzz Kulik --[(INV) directed_by]--> Shamus --[release_year]--> 1973
Neg LogProb(↓):   0.278075
Path Entropy(↓):  0.554241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote the unborn
Start Entity:     The Unborn
Gold Answer:      [['David S. Goyer']]
Predicted Ans:    David S. Goyer
Predicted Path:   The Unborn --[written_by]--> David S. Goyer --[(INV) written_by]--> The Unborn --[written_by]--> David S. Goyer
Path (Raw):       The Unborn --[written_by]--> David S. Goyer --[(INV) written_by]--> The Unborn --[written_by]--> David S. Goyer
Neg LogProb(↓):   0.037938
Path Entropy(↓):  0.159457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by johnson family vacation actors
Start Entity:     Johnson Family Vacation
Gold Answer:      [['Ethan Coen', 'Steve Harvey', 'D.L. Hughley', 'Bernie Mac', 'Cedric the Entertainer', 'Horton Foote']]
Predicted Ans:    Steve Harvey
Predicted Path:   Johnson Family Vacation --[starred_actors]--> Cedric the Entertainer --[(INV) starred_actors]--> The Original Kings of Comedy --[written_by]--> Steve Harvey
Path (Raw):       Johnson Family Vacation --[starred_actors]--> Cedric the Entertainer --[(INV) starred_actors]--> The Original Kings of Comedy --[written_by]--> Steve Harvey
Neg LogProb(↓):   0.187993
Path Entropy(↓):  0.698378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by javier pereira
Start Entity:     Javier Pereira
Gold Answer:      [['Paco Cabezas']]
Predicted Ans:    Paco Cabezas
Predicted Path:   Javier Pereira --[(INV) starred_actors]--> The Appeared --[written_by]--> Paco Cabezas
Path (Raw):       Javier Pereira --[No Operation]--> Javier Pereira --[(INV) starred_actors]--> The Appeared --[written_by]--> Paco Cabezas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film dragon
Start Entity:     Dragon
Gold Answer:      [['1995', '2008', '2005', '1993', '2004', '2010', '1994', '2002', '2014', '1984', '2007']]
Predicted Ans:    2008
Predicted Path:   Dragon --[starred_actors]--> Takeshi Kaneshiro --[(INV) starred_actors]--> Red Cliff --[release_year]--> 2008
Path (Raw):       Dragon --[starred_actors]--> Takeshi Kaneshiro --[(INV) starred_actors]--> Red Cliff --[release_year]--> 2008
Neg LogProb(↓):   0.519398
Path Entropy(↓):  1.268261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by frank turner hollon
Start Entity:     Frank Turner Hollon
Gold Answer:      [['Judy Greer', 'Chloë Sevigny', 'Jean Smart', 'Patrick Wilson']]
Predicted Ans:    Patrick Wilson
Predicted Path:   Frank Turner Hollon --[(INV) written_by]--> Barry Munday --[starred_actors]--> Patrick Wilson
Path (Raw):       Frank Turner Hollon --[No Operation]--> Frank Turner Hollon --[(INV) written_by]--> Barry Munday --[starred_actors]--> Patrick Wilson
Neg LogProb(↓):   0.030418
Path Entropy(↓):  0.153946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed how i killed my father
Start Entity:     How I Killed My Father
Gold Answer:      [['Audrey Tautou', 'Emmanuelle Béart', 'Fanny Ardant', 'Gérard Depardieu']]
Predicted Ans:    Emmanuelle Béart
Predicted Path:   How I Killed My Father --[directed_by]--> Anne Fontaine --[(INV) directed_by]--> Nathalie... --[starred_actors]--> Emmanuelle Béart
Path (Raw):       How I Killed My Father --[directed_by]--> Anne Fontaine --[(INV) directed_by]--> Nathalie... --[starred_actors]--> Emmanuelle Béart
Neg LogProb(↓):   0.667564
Path Entropy(↓):  0.887568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in see how they fall
Start Entity:     See How They Fall
Gold Answer:      [['Vietnamese', 'French']]
Predicted Ans:    French
Predicted Path:   See How They Fall --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[in_language]--> French
Path (Raw):       See How They Fall --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[in_language]--> French
Neg LogProb(↓):   0.007125
Path Entropy(↓):  0.045188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by stan winston
Start Entity:     Stan Winston
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Stan Winston --[(INV) written_by]--> Pumpkinhead --[has_genre]--> Horror
Path (Raw):       Stan Winston --[No Operation]--> Stan Winston --[(INV) written_by]--> Pumpkinhead --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the puffy chair were in which genres
Start Entity:     The Puffy Chair
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Puffy Chair --[starred_actors]--> Mark Duplass --[(INV) starred_actors]--> Humpday --[has_genre]--> Comedy
Path (Raw):       The Puffy Chair --[starred_actors]--> Mark Duplass --[(INV) starred_actors]--> Humpday --[has_genre]--> Comedy
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the buck and the preacher director
Start Entity:     Buck and the Preacher
Gold Answer:      [['Richard Wesley']]
Predicted Ans:    Richard Wesley
Predicted Path:   Buck and the Preacher --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[written_by]--> Richard Wesley
Path (Raw):       Buck and the Preacher --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[written_by]--> Richard Wesley
Neg LogProb(↓):   0.026448
Path Entropy(↓):  0.149595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by i love sarah jane writers
Start Entity:     I Love Sarah Jane
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Short']]
Predicted Ans:    Drama
Predicted Path:   I Love Sarah Jane --[written_by]--> David Michôd --[(INV) written_by]--> The Rover --[has_genre]--> Drama
Path (Raw):       I Love Sarah Jane --[written_by]--> David Michôd --[(INV) written_by]--> The Rover --[has_genre]--> Drama
Neg LogProb(↓):   0.321689
Path Entropy(↓):  0.865129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film two sisters from boston
Start Entity:     Two Sisters from Boston
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Two Sisters from Boston --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       Two Sisters from Boston --[release_year]--> 1946 --[(INV) release_year]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   2.350470
Path Entropy(↓):  3.505256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by trevor nunn
Start Entity:     Trevor Nunn
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Trevor Nunn --[(INV) directed_by]--> Lady Jane --[release_year]--> 1986
Path (Raw):       Trevor Nunn --[No Operation]--> Trevor Nunn --[(INV) directed_by]--> Lady Jane --[release_year]--> 1986
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the art of war released
Start Entity:     The Art of War
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Art of War --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       The Art of War --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   3.054060
Path Entropy(↓):  4.350383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in how stella got her groove back also appears in which movies
Start Entity:     How Stella Got Her Groove Back
Gold Answer:      [['The Magical Legend of the Leprechauns', 'Black Nativity', 'Theodore Rex', 'A Christmas Carol', 'Our Family Wedding', 'The Telephone', 'Strange Days', 'A Thin Line Between Love and Hate', 'Baggage Claim', 'Year of the Dog', 'Sarafina!', 'The Associate', 'Boys on the Side', 'Sister Act', 'Made in America', 'Supernova', 'Ghosts of Mississippi', 'The Best Man Holiday', 'Waiting to Exhale', 'Brown Sugar', 'Malcolm X', 'Boyz n the Hood', 'Eddie', 'House on Haunted Hill', "Jumpin' Jack Flash", 'Chicago', 'Vampire in Brooklyn', 'Meet the Robinsons', 'The Deep End of the Ocean', 'The Long Walk Home', 'The Color Purple', 'Fatal Beauty', 'The Way of the Gun', "Malibu's Most Wanted", 'Bogus', 'The Best Man', 'Burglar', 'The Score', 'Passion Fish', 'Alice in Wonderland', 'Akeelah and the Bee', 'Drum', 'Ghost']]
Predicted Ans:    Natalie Gregory
Predicted Path:   How Stella Got Her Groove Back --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[starred_actors]--> Natalie Gregory
Path (Raw):       How Stella Got Her Groove Back --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Alice in Wonderland --[starred_actors]--> Natalie Gregory
Neg LogProb(↓):   1.074250
Path Entropy(↓):  1.911488
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor betty grable co - starred with who
Start Entity:     Betty Grable
Gold Answer:      [['Alice Faye', 'Carmen Miranda', 'Steve Martin', 'Rick Moranis', 'Jack Oakie', 'Don Ameche', 'Carole Landis', 'June Haver', 'Lauren Bacall', 'John Payne', 'Charlotte Greenwood', 'Victor Mature', 'Dan Dailey', 'Joan Cusack', 'David Wayne', 'Marilyn Monroe']]
Predicted Ans:    Betty Grable
Predicted Path:   Betty Grable --[(INV) starred_actors]--> Mother Wore Tights --[starred_actors]--> Betty Grable
Path (Raw):       Betty Grable --[No Operation]--> Betty Grable --[(INV) starred_actors]--> Mother Wore Tights --[starred_actors]--> Betty Grable
Neg LogProb(↓):   0.582883
Path Entropy(↓):  1.051328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by the director of amateur starred who
Start Entity:     Amateur
Gold Answer:      [['Sarah Polley', 'Bill Sage', 'Diego Luna', 'Parker Posey', 'Martin Donovan', 'Matt Malloy', 'Julie Kessler', 'Channing Tatum', 'Clive Owen', 'Liana Liberato', 'Adrienne Shelly', 'Robert John Burke', 'Catherine Keener', 'Zoe Saldana', 'Karen Sillas']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   Amateur --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Amateur --[starred_actors]--> Isabelle Huppert
Path (Raw):       Amateur --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Amateur --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   0.575475
Path Entropy(↓):  1.532256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor john turturro is a co - star of who
Start Entity:     John Turturro
Gold Answer:      [['Marcia Gay Harden', 'Gabriel Byrne', 'Tim Blake Nelson', 'Allen Covert', 'Harvey Keitel', 'Ralph Fiennes', 'Vanessa Paradis', 'Bob Nelson', 'Delroy Lindo', 'Woody Allen', 'George Clooney', 'Winona Ryder', 'Mel Smith', 'Adam Sandler', 'Liev Schreiber', 'Emily Watson', 'Johnny Depp', 'Dennis Farina', 'Paul Scofield', 'Jon Polito', 'Mekhi Phifer', 'Rob Morrow', 'John Goodman', 'Peter Boyle', 'Tim Robbins', 'Jodie Foster']]
Predicted Ans:    Harvey Keitel
Predicted Path:   John Turturro --[(INV) starred_actors]--> Clockers --[starred_actors]--> Harvey Keitel
Path (Raw):       John Turturro --[No Operation]--> John Turturro --[(INV) starred_actors]--> Clockers --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.426797
Path Entropy(↓):  0.999185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by tran anh hung
Start Entity:     Tran Anh Hung
Gold Answer:      [['Thi Loc Truong', 'Man San Lu']]
Predicted Ans:    Thi Loc Truong
Predicted Path:   Tran Anh Hung --[(INV) written_by]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong
Path (Raw):       Tran Anh Hung --[No Operation]--> Tran Anh Hung --[(INV) written_by]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong
Neg LogProb(↓):   0.102301
Path Entropy(↓):  0.417249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by reza sixo safai
Start Entity:     Reza Sixo Safai
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Reza Sixo Safai --[(INV) starred_actors]--> Circumstance --[has_genre]--> Drama
Path (Raw):       Reza Sixo Safai --[No Operation]--> Reza Sixo Safai --[(INV) starred_actors]--> Circumstance --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by alan jacobs fall under
Start Entity:     Alan Jacobs
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alan Jacobs --[(INV) directed_by]--> American Gun --[has_genre]--> Drama
Path (Raw):       Alan Jacobs --[No Operation]--> Alan Jacobs --[(INV) directed_by]--> American Gun --[has_genre]--> Drama
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed crisscross
Start Entity:     CrissCross
Gold Answer:      [['1988', '1999']]
Predicted Ans:    1992
Predicted Path:   CrissCross --[directed_by]--> Chris Menges --[(INV) directed_by]--> CrissCross --[release_year]--> 1992
Path (Raw):       CrissCross --[directed_by]--> Chris Menges --[(INV) directed_by]--> CrissCross --[release_year]--> 1992
Neg LogProb(↓):   0.041583
Path Entropy(↓):  0.206644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films acted by alan roscoe
Start Entity:     Alan Roscoe
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Alan Roscoe --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Alan Roscoe --[No Operation]--> Alan Roscoe --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.412816
Path Entropy(↓):  0.639846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the maniac cop 2 director
Start Entity:     Maniac Cop 2
Gold Answer:      [['Horror', 'Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   Maniac Cop 2 --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop --[has_genre]--> Action
Path (Raw):       Maniac Cop 2 --[directed_by]--> William Lustig --[(INV) directed_by]--> Maniac Cop --[has_genre]--> Action
Neg LogProb(↓):   0.127374
Path Entropy(↓):  0.393541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by william shatner
Start Entity:     William Shatner
Gold Answer:      [['Charles Templeton', 'Jeffrey M. Sneller', 'Richard Murphy', 'Claire Denis', 'Leslie Stevens', 'Brian Taggert', 'Alan Caillou', 'Richard Robinson', 'Stephen Lodge', 'Charles Beaumont']]
Predicted Ans:    Leslie Stevens
Predicted Path:   William Shatner --[(INV) starred_actors]--> Incubus --[written_by]--> Leslie Stevens
Path (Raw):       William Shatner --[No Operation]--> William Shatner --[(INV) starred_actors]--> Incubus --[written_by]--> Leslie Stevens
Neg LogProb(↓):   0.017931
Path Entropy(↓):  0.100002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of final destination 3
Start Entity:     Final Destination 3
Gold Answer:      [['Jason Statham', 'Ali Larter', 'Jet Li', 'Kerr Smith', 'Devon Sawa', 'Carla Gugino', 'Delroy Lindo']]
Predicted Ans:    Devon Sawa
Predicted Path:   Final Destination 3 --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination --[starred_actors]--> Devon Sawa
Path (Raw):       Final Destination 3 --[directed_by]--> James Wong --[(INV) directed_by]--> Final Destination --[starred_actors]--> Devon Sawa
Neg LogProb(↓):   0.006180
Path Entropy(↓):  0.042088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in attack
Start Entity:     Attack
Gold Answer:      [['French', 'Italian', 'Japanese', 'Russian', 'German']]
Predicted Ans:    Russian
Predicted Path:   Attack --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Path (Raw):       Attack --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.091515
Path Entropy(↓):  0.302186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by r. balki
Start Entity:     R. Balki
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   R. Balki --[(INV) directed_by]--> Cheeni Kum --[release_year]--> 2007
Path (Raw):       R. Balki --[No Operation]--> R. Balki --[(INV) directed_by]--> Cheeni Kum --[release_year]--> 2007
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote young winston
Start Entity:     Young Winston
Gold Answer:      [['2009', '1957', '1950', '1961', '1952']]
Predicted Ans:    1950
Predicted Path:   Young Winston --[written_by]--> Carl Foreman --[(INV) written_by]--> The Men --[release_year]--> 1950
Path (Raw):       Young Winston --[written_by]--> Carl Foreman --[(INV) written_by]--> The Men --[release_year]--> 1950
Neg LogProb(↓):   0.766878
Path Entropy(↓):  1.410520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the house that dripped blood
Start Entity:     The House That Dripped Blood
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The House That Dripped Blood --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The House That Dripped Blood --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.368821
Path Entropy(↓):  0.640201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was sometimes a great notion directed by
Start Entity:     Sometimes a Great Notion
Gold Answer:      [['Paul Newman']]
Predicted Ans:    Paul Newman
Predicted Path:   Sometimes a Great Notion --[directed_by]--> Paul Newman --[(INV) directed_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman
Path (Raw):       Sometimes a Great Notion --[directed_by]--> Paul Newman --[(INV) directed_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman
Neg LogProb(↓):   0.072305
Path Entropy(↓):  0.254412
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by matt winston
Start Entity:     Matt Winston
Gold Answer:      [['Gwyneth Paltrow', 'Mark Ruffalo', 'Josh Gad', 'Tim Robbins']]
Predicted Ans:    Gwyneth Paltrow
Predicted Path:   Matt Winston --[(INV) written_by]--> Thanks for Sharing --[starred_actors]--> Gwyneth Paltrow
Path (Raw):       Matt Winston --[No Operation]--> Matt Winston --[(INV) written_by]--> Thanks for Sharing --[starred_actors]--> Gwyneth Paltrow
Neg LogProb(↓):   0.440164
Path Entropy(↓):  0.716025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of planet terror starred who
Start Entity:     Planet Terror
Gold Answer:      [['David Arquette', 'Jessica Alba', 'Salma Hayek', 'Jason Wiles', 'Johnny Depp', 'Rosario Dawson', 'Amber Heard', 'Kurt Russell', 'Antonio Banderas', 'Steven Seagal', 'Robert De Niro', 'Daryl Sabara', 'Danny Trejo', 'Mel Gibson', 'Carla Gugino', 'Zoë Bell']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Planet Terror --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Desperado --[starred_actors]--> Antonio Banderas
Path (Raw):       Planet Terror --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Desperado --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.053602
Path Entropy(↓):  0.260159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by oliver drake
Start Entity:     Oliver Drake
Gold Answer:      [['Joseph Kane']]
Predicted Ans:    Joseph Kane
Predicted Path:   Oliver Drake --[(INV) written_by]--> Oh, Susanna! --[directed_by]--> Joseph Kane
Path (Raw):       Oliver Drake --[No Operation]--> Oliver Drake --[(INV) written_by]--> Oh, Susanna! --[directed_by]--> Joseph Kane
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by clark gregg
Start Entity:     Clark Gregg
Gold Answer:      [['William Shakespeare', 'Johan Kling', 'Joss Whedon', 'Kenneth Branagh']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Clark Gregg --[(INV) starred_actors]--> Much Ado About Nothing --[written_by]--> Kenneth Branagh
Path (Raw):       Clark Gregg --[No Operation]--> Clark Gregg --[(INV) starred_actors]--> Much Ado About Nothing --[written_by]--> Kenneth Branagh
Neg LogProb(↓):   1.183449
Path Entropy(↓):  1.685882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of she's the one also starred in which films
Start Entity:     She's the One
Gold Answer:      [['Nice Guy Johnny', 'Newlyweds', 'Confidence', 'The Groomsmen', 'Sidewalks of New York', '15 Minutes', 'Saving Private Ryan', 'The Fitzgerald Family Christmas', 'Echelon Conspiracy', 'No Looking Back', 'Purple Violets']]
Predicted Ans:    Saving Private Ryan
Predicted Path:   She's the One --[starred_actors]--> Edward Burns --[(INV) starred_actors]--> Saving Private Ryan
Path (Raw):       She's the One --[starred_actors]--> Edward Burns --[No Operation]--> Edward Burns --[(INV) starred_actors]--> Saving Private Ryan
Neg LogProb(↓):   0.994026
Path Entropy(↓):  1.769928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by luke albright were in which languages
Start Entity:     Luke Albright
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Luke Albright --[(INV) starred_actors]--> Devil's Pass --[in_language]--> Russian
Path (Raw):       Luke Albright --[No Operation]--> Luke Albright --[(INV) starred_actors]--> Devil's Pass --[in_language]--> Russian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by basil dickey were released in which years
Start Entity:     Basil Dickey
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   Basil Dickey --[(INV) written_by]--> Tarzan the Fearless --[release_year]--> 1933
Path (Raw):       Basil Dickey --[No Operation]--> Basil Dickey --[(INV) written_by]--> Tarzan the Fearless --[release_year]--> 1933
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by j. meade falkner
Start Entity:     J. Meade Falkner
Gold Answer:      [['Fritz Lang']]
Predicted Ans:    Fritz Lang
Predicted Path:   J. Meade Falkner --[(INV) written_by]--> Moonfleet --[directed_by]--> Fritz Lang
Path (Raw):       J. Meade Falkner --[No Operation]--> J. Meade Falkner --[(INV) written_by]--> Moonfleet --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by bruce dern were written by who
Start Entity:     Bruce Dern
Gold Answer:      [['Walter Hill', 'Jerry Belson', 'James Foley', 'Nikolai Gogol', 'Jayce Bartok', 'Waldo Salt', 'Bob Rafelson', 'Jack Nicholson', 'Jeffrey Kramer', 'Bob Nelson', 'Ernest Lehman', 'Richard Maibaum', 'Cyril Hume', 'Nancy Dowd', 'Bob Brooks', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Jim Thompson', 'Owen Davis', 'Robert C. Jones', 'Francis Ford Coppola', 'William Dale Jennings', 'Wesley Strick', 'Dana Olsen', 'Victor Canning', 'Irving Ravetch', 'Thomas Harris', 'Jason Miller', 'Akira Kurosawa', 'Ennio De Concini', 'Mario Serandrei', 'Jeremy Larner']]
Predicted Ans:    Walter Hill
Predicted Path:   Bruce Dern --[(INV) starred_actors]--> The Driver --[written_by]--> Walter Hill
Path (Raw):       Bruce Dern --[No Operation]--> Bruce Dern --[(INV) starred_actors]--> The Driver --[written_by]--> Walter Hill
Neg LogProb(↓):   1.545565
Path Entropy(↓):  1.350044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in paid in full
Start Entity:     Paid in Full
Gold Answer:      [['Music', 'Sport', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Paid in Full --[starred_actors]--> Wood Harris --[(INV) starred_actors]--> Remember the Titans --[has_genre]--> Drama
Path (Raw):       Paid in Full --[starred_actors]--> Wood Harris --[(INV) starred_actors]--> Remember the Titans --[has_genre]--> Drama
Neg LogProb(↓):   0.190811
Path Entropy(↓):  0.508136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did john benjamin hickey act in
Start Entity:     John Benjamin Hickey
Gold Answer:      [['Finding North']]
Predicted Ans:    Sister Act
Predicted Path:   John Benjamin Hickey --[(INV) starred_actors]--> Finding North --[starred_actors]--> Wendy Makkena --[(INV) starred_actors]--> Sister Act
Path (Raw):       John Benjamin Hickey --[(INV) starred_actors]--> Finding North --[starred_actors]--> Wendy Makkena --[(INV) starred_actors]--> Sister Act
Neg LogProb(↓):   0.348951
Path Entropy(↓):  0.838061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe this happy breed
Start Entity:     This Happy Breed
Gold Answer:      [['david lean', 'bd-r']]
Predicted Ans:    david lean
Predicted Path:   This Happy Breed --[has_tags]--> david lean --[(INV) has_tags]--> A Passage to India --[has_tags]--> david lean
Path (Raw):       This Happy Breed --[has_tags]--> david lean --[(INV) has_tags]--> A Passage to India --[has_tags]--> david lean
Neg LogProb(↓):   0.052267
Path Entropy(↓):  0.204853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by billie burke
Start Entity:     Billie Burke
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Billie Burke --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Path (Raw):       Billie Burke --[No Operation]--> Billie Burke --[(INV) starred_actors]--> Becky Sharp --[has_genre]--> Drama
Neg LogProb(↓):   0.009146
Path Entropy(↓):  0.058581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of route irish
Start Entity:     Route Irish
Gold Answer:      [['Clive Gordon', 'Ken Loach', 'Ivan Engler']]
Predicted Ans:    Ken Loach
Predicted Path:   Route Irish --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[directed_by]--> Ken Loach
Path (Raw):       Route Irish --[written_by]--> Paul Laverty --[(INV) written_by]--> Carla's Song --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.000383
Path Entropy(↓):  0.003797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of man of iron
Start Entity:     Man of Iron
Gold Answer:      [['Korczak', 'Danton', 'The Ashes', 'The Promised Land', 'Man of Marble', 'Tatarak', 'A Generation', 'Ashes and Diamonds']]
Predicted Ans:    Ashes and Diamonds
Predicted Path:   Man of Iron --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Ashes and Diamonds
Path (Raw):       Man of Iron --[No Operation]--> Man of Iron --[directed_by]--> Andrzej Wajda --[(INV) directed_by]--> Ashes and Diamonds
Neg LogProb(↓):   0.802433
Path Entropy(↓):  1.744751
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for the karate kid
Start Entity:     The Karate Kid
Gold Answer:      [['John G. Avildsen']]
Predicted Ans:    Harald Zwart
Predicted Path:   The Karate Kid --[directed_by]--> Harald Zwart --[(INV) directed_by]--> Agent Cody Banks --[directed_by]--> Harald Zwart
Path (Raw):       The Karate Kid --[directed_by]--> Harald Zwart --[(INV) directed_by]--> Agent Cody Banks --[directed_by]--> Harald Zwart
Neg LogProb(↓):   0.072617
Path Entropy(↓):  0.315227
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of brainstorm was
Start Entity:     Brainstorm
Gold Answer:      [['Laís Bodanzky']]
Predicted Ans:    William Conrad
Predicted Path:   Brainstorm --[directed_by]--> William Conrad --[(INV) directed_by]--> Brainstorm --[directed_by]--> William Conrad
Path (Raw):       Brainstorm --[directed_by]--> William Conrad --[(INV) directed_by]--> Brainstorm --[directed_by]--> William Conrad
Neg LogProb(↓):   0.006833
Path Entropy(↓):  0.046702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with cocoon fall under
Start Entity:     Cocoon
Gold Answer:      [['Romance', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Cocoon --[directed_by]--> Ron Howard --[(INV) directed_by]--> Ransom --[has_genre]--> Thriller
Path (Raw):       Cocoon --[directed_by]--> Ron Howard --[(INV) directed_by]--> Ransom --[has_genre]--> Thriller
Neg LogProb(↓):   0.638829
Path Entropy(↓):  1.530680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of skylark
Start Entity:     Skylark
Gold Answer:      [['Hostile Witness', '102 Dalmatians', 'So Proudly We Hail!', 'The Egg and I', 'Air Force One', 'Imitation of Life', 'Panic in Year Zero!', 'The Uninvited', '101 Dalmatians', 'Zaza', 'I Live My Life', 'Three Came Home', 'My Sister Eileen', 'The Stepford Wives', 'The Safety of Objects', 'The Paper', 'Heights', 'The Big Clock', 'The Crystal Ball', 'Anne Frank Remembered', 'Reversal of Fortune', 'Sarah, Plain and Tall', 'The Palm Beach Story', 'California', 'Arise, My Love', 'The Natural', 'Three Smart Girls', 'The Lost Weekend', 'It Happened One Night', 'Cleopatra', 'The World According to Garp', 'Dial M for Murder', 'Merrily We Live', 'Tarzan', 'Hamlet', 'Drums Along the Mohawk', "It's a Wonderful World", 'Sleep, My Love', 'Dangerous Liaisons', 'Remember the Day', 'Honor Among Lovers', 'Hoodwinked Too! Hood vs. Evil', 'Three Brave Men', 'I Met Him in Paris', 'The Gilded Lily', 'Boom Town', 'No Time for Love', 'Fatal Attraction', 'Golden Earrings', 'A Night to Remember', 'Easy Living', 'The Sign of the Cross', 'Beau Geste', 'Midnight', 'It Happens Every Spring', 'Immediate Family', 'Hoodwinked!', 'The Major and the Minor', 'Reap the Wild Wind', 'Albert Nobbs', 'The Girl in the Red Velvet Swing', 'The Big Chill', 'The Smiling Lieutenant', 'The Thing with Two Heads', 'The Thief', "Cookie's Fortune", 'Kitty', 'Bulldog Drummond Escapes', 'Mars Attacks!', 'Maid of Salem', 'Paradise Road', 'Love Story']]
Predicted Ans:    Cleopatra
Predicted Path:   Skylark --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra
Path (Raw):       Skylark --[starred_actors]--> Claudette Colbert --[No Operation]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra
Neg LogProb(↓):   0.384133
Path Entropy(↓):  1.230081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies together with harold ramis
Start Entity:     Harold Ramis
Gold Answer:      [['Stanley Donen']]
Predicted Ans:    Harold Ramis
Predicted Path:   Harold Ramis --[(INV) directed_by]--> Analyze That --[directed_by]--> Harold Ramis
Path (Raw):       Harold Ramis --[No Operation]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[directed_by]--> Harold Ramis
Neg LogProb(↓):   0.328593
Path Entropy(↓):  0.866502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who in the world wrote inside moves
Start Entity:     Inside Moves
Gold Answer:      [['Valerie Curtin', 'Barry Levinson', 'Todd Walton']]
Predicted Ans:    Valerie Curtin
Predicted Path:   Inside Moves --[written_by]--> Todd Walton --[(INV) written_by]--> Inside Moves --[written_by]--> Valerie Curtin
Path (Raw):       Inside Moves --[written_by]--> Todd Walton --[(INV) written_by]--> Inside Moves --[written_by]--> Valerie Curtin
Neg LogProb(↓):   0.461589
Path Entropy(↓):  1.214331
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by joseph mitchell
Start Entity:     Joseph Mitchell
Gold Answer:      [['Stanley Tucci']]
Predicted Ans:    Stanley Tucci
Predicted Path:   Joseph Mitchell --[(INV) written_by]--> Joe Gould's Secret --[starred_actors]--> Stanley Tucci
Path (Raw):       Joseph Mitchell --[No Operation]--> Joseph Mitchell --[(INV) written_by]--> Joe Gould's Secret --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by nicole kassell were written by who
Start Entity:     Nicole Kassell
Gold Answer:      [['Steven Fechter']]
Predicted Ans:    Nicole Kassell
Predicted Path:   Nicole Kassell --[(INV) directed_by]--> A Little Bit of Heaven --[directed_by]--> Nicole Kassell
Path (Raw):       Nicole Kassell --[No Operation]--> Nicole Kassell --[(INV) directed_by]--> A Little Bit of Heaven --[directed_by]--> Nicole Kassell
Neg LogProb(↓):   0.015994
Path Entropy(↓):  0.086551
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed dance flick
Start Entity:     Dance Flick
Gold Answer:      [['Damien Dante Wayans']]
Predicted Ans:    Damien Dante Wayans
Predicted Path:   Dance Flick --[directed_by]--> Damien Dante Wayans --[(INV) directed_by]--> Dance Flick --[directed_by]--> Damien Dante Wayans
Path (Raw):       Dance Flick --[directed_by]--> Damien Dante Wayans --[(INV) directed_by]--> Dance Flick --[directed_by]--> Damien Dante Wayans
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of steve bendelack directed films
Start Entity:     Steve Bendelack
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Steve Bendelack --[(INV) directed_by]--> Mr. Bean's Holiday --[release_year]--> 2007
Path (Raw):       Steve Bendelack --[No Operation]--> Steve Bendelack --[(INV) directed_by]--> Mr. Bean's Holiday --[release_year]--> 2007
Neg LogProb(↓):   0.060726
Path Entropy(↓):  0.223984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the terror released
Start Entity:     The Terror
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   The Terror --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Path (Raw):       The Terror --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Neg LogProb(↓):   2.318115
Path Entropy(↓):  3.115058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film gold
Start Entity:     Gold
Gold Answer:      [['Mike Newell', 'Franco Zeffirelli', 'Basil Dearden', 'Richard Fleischer', 'Cary Fukunaga', 'William Friedkin', 'Bryan Forbes', 'Vladimir Grammatikov', 'Joe Dante', 'Steven Paul', 'Curtis Bernhardt', 'Bill Condon', 'Don Taylor', 'John Glen', 'Andrew V. McLaglen', 'Jack Lee', 'Hal Needham', 'Guy Hamilton', 'Delbert Mann', 'Daryl Duke', 'Sydney Pollack', 'Daniel Petrie', 'Nick Murphy', 'Egidio Coccimiglio', 'Lewis Gilbert', 'Jeannot Szwarc', 'Robert Stevenson']]
Predicted Ans:    Bryan Forbes
Predicted Path:   Gold --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Path (Raw):       Gold --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[directed_by]--> Bryan Forbes
Neg LogProb(↓):   0.177652
Path Entropy(↓):  0.653415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by william shatner
Start Entity:     William Shatner
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   William Shatner --[(INV) directed_by]--> The Captains --[release_year]--> 2011
Path (Raw):       William Shatner --[No Operation]--> William Shatner --[(INV) directed_by]--> The Captains --[release_year]--> 2011
Neg LogProb(↓):   0.642716
Path Entropy(↓):  1.151661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe underworld
Start Entity:     Underworld
Gold Answer:      [['josef von sternberg']]
Predicted Ans:    werewolf
Predicted Path:   Underworld --[has_tags]--> werewolf --[(INV) has_tags]--> Bad Moon --[has_tags]--> werewolf
Path (Raw):       Underworld --[has_tags]--> werewolf --[(INV) has_tags]--> Bad Moon --[has_tags]--> werewolf
Neg LogProb(↓):   0.058937
Path Entropy(↓):  0.250233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of the slugger's wife starred who
Start Entity:     The Slugger's Wife
Gold Answer:      [['Steve Martin', 'Peter Falk', 'Maureen Stapleton', 'Barbara Harris', 'Jonathan Silverman', 'Michelle Monaghan', 'Judith Ivey', 'Steve Lawrence', 'Jane Fonda', 'Sally Kellerman', 'Jerry Stiller', 'Lee Meredith', 'Chevy Chase', 'Matthew Broderick', 'Charles Grodin', 'Peter Sellers', 'Jack Lemmon', 'Joan Hackett', 'Lee Grant', 'Richard Benjamin', 'Alec Baldwin', 'Robert Redford', 'Renée Taylor', 'Eileen Brennan', 'Truman Capote', 'Jeannie Berlin', 'Jason Robards', 'George Burns', 'Jeff Daniels', 'Patricia Heaton', 'Christopher Walken', 'Cybill Shepherd', 'Goldie Hawn', 'Kim Basinger', 'John McMartin', 'Irene Worth', 'Shirley MacLaine', 'Paul Benedict', 'Quinn Cummings', 'Ricardo Montalban', 'Walter Matthau', 'Mildred Natwick', 'Alan Arkin', 'James Coco', 'Kristy McNichol', 'Ben Stiller', 'Donald Sutherland', 'Marsha Mason', 'Paula Prentiss', 'Sid Caesar', 'Charles Boyer', 'Richard Dreyfuss', 'Blythe Danner', 'Audra Lindley', 'Mercedes Ruehl', 'Frank Sinatra', 'Maggie Smith']]
Predicted Ans:    Walter Matthau
Predicted Path:   The Slugger's Wife --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Path (Raw):       The Slugger's Wife --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   1.478238
Path Entropy(↓):  2.167675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote first sunday
Start Entity:     First Sunday
Gold Answer:      [['2013']]
Predicted Ans:    2008
Predicted Path:   First Sunday --[written_by]--> David E. Talbert --[(INV) written_by]--> First Sunday --[release_year]--> 2008
Path (Raw):       First Sunday --[written_by]--> David E. Talbert --[(INV) written_by]--> First Sunday --[release_year]--> 2008
Neg LogProb(↓):   0.025030
Path Entropy(↓):  0.115876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film did madhur bhandarkar write
Start Entity:     Madhur Bhandarkar
Gold Answer:      [['Heroine']]
Predicted Ans:    Heroine
Predicted Path:   Madhur Bhandarkar --[(INV) written_by]--> Heroine --[written_by]--> Madhur Bhandarkar --[(INV) written_by]--> Heroine
Path (Raw):       Madhur Bhandarkar --[(INV) written_by]--> Heroine --[written_by]--> Madhur Bhandarkar --[(INV) written_by]--> Heroine
Neg LogProb(↓):   0.000315
Path Entropy(↓):  0.002868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote 10 rillington place
Start Entity:     10 Rillington Place
Gold Answer:      [['James Fox', 'John Paul', 'Jason Robards', 'Vanessa Redgrave']]
Predicted Ans:    Jason Robards
Predicted Path:   10 Rillington Place --[written_by]--> Clive Exton --[(INV) written_by]--> Isadora --[starred_actors]--> Jason Robards
Path (Raw):       10 Rillington Place --[written_by]--> Clive Exton --[(INV) written_by]--> Isadora --[starred_actors]--> Jason Robards
Neg LogProb(↓):   0.560287
Path Entropy(↓):  0.808955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film rachel getting married
Start Entity:     Rachel Getting Married
Gold Answer:      [['Raymond Bernard', 'Garry Marshall', 'Tim Burton', 'David Frankel', 'Mitch Davis', 'Claude Lelouch', 'Barbara Kopple', 'Lone Scherfig', 'Gary Winick', 'Julian Jarrold', 'Rodrigo García', 'Bille August', 'Norman Z. McLeod', 'Richard Boleslawski', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'Tom Hooper']]
Predicted Ans:    Tim Burton
Predicted Path:   Rachel Getting Married --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Path (Raw):       Rachel Getting Married --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.292138
Path Entropy(↓):  0.893372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie stoned
Start Entity:     Stoned
Gold Answer:      [['Ol Parker', 'Jenny Downham', 'Koldo Serra', 'Paddy Considine', 'Shane Meadows', 'Jamie Thraves', 'Patricia Highsmith', 'Pawel Pawlikowski', 'Ken Bruen', 'Helen Cross', 'Michael Wynne', 'Paul Fraser', 'Joe Dunthorne', 'Richard Ayoade']]
Predicted Ans:    Shane Meadows
Predicted Path:   Stoned --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[written_by]--> Shane Meadows
Path (Raw):       Stoned --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[written_by]--> Shane Meadows
Neg LogProb(↓):   0.005276
Path Entropy(↓):  0.036142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of carousel
Start Entity:     Carousel
Gold Answer:      [['Richard Thorpe', 'Fritz Lang', 'Billy Wilder', 'William Wyler', 'Julien Duvivier', 'Charles Vidor', 'Dorothy Arzner']]
Predicted Ans:    Billy Wilder
Predicted Path:   Carousel --[written_by]--> Ferenc Molnár --[(INV) written_by]--> One, Two, Three --[directed_by]--> Billy Wilder
Path (Raw):       Carousel --[written_by]--> Ferenc Molnár --[(INV) written_by]--> One, Two, Three --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.086118
Path Entropy(↓):  0.360723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie toys in the attic
Start Entity:     Toys in the Attic
Gold Answer:      [['Yvette Mimieux', 'Dean Martin', 'Geraldine Page', 'Wendy Hiller']]
Predicted Ans:    Geraldine Page
Predicted Path:   Toys in the Attic --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Dear Heart --[starred_actors]--> Geraldine Page
Path (Raw):       Toys in the Attic --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Dear Heart --[starred_actors]--> Geraldine Page
Neg LogProb(↓):   0.570643
Path Entropy(↓):  1.499657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with nicholas thomas
Start Entity:     Nicholas Thomas
Gold Answer:      [['Luke Greenfield']]
Predicted Ans:    Nicholas Thomas
Predicted Path:   Nicholas Thomas --[(INV) written_by]--> Let's Be Cops --[written_by]--> Nicholas Thomas
Path (Raw):       Nicholas Thomas --[No Operation]--> Nicholas Thomas --[(INV) written_by]--> Let's Be Cops --[written_by]--> Nicholas Thomas
Neg LogProb(↓):   0.518390
Path Entropy(↓):  0.674802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote movies with rudolfo anaya
Start Entity:     Rudolfo Anaya
Gold Answer:      [['Carl Franklin']]
Predicted Ans:    Carl Franklin
Predicted Path:   Rudolfo Anaya --[(INV) written_by]--> Bless Me, Ultima --[written_by]--> Carl Franklin
Path (Raw):       Rudolfo Anaya --[No Operation]--> Rudolfo Anaya --[(INV) written_by]--> Bless Me, Ultima --[written_by]--> Carl Franklin
Neg LogProb(↓):   0.089608
Path Entropy(↓):  0.292500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by elliott lester were written by who
Start Entity:     Elliott Lester
Gold Answer:      [['Ken Bruen']]
Predicted Ans:    Ken Bruen
Predicted Path:   Elliott Lester --[(INV) directed_by]--> Blitz --[written_by]--> Ken Bruen
Path (Raw):       Elliott Lester --[No Operation]--> Elliott Lester --[(INV) directed_by]--> Blitz --[written_by]--> Ken Bruen
Neg LogProb(↓):   0.042478
Path Entropy(↓):  0.172961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of black rock
Start Entity:     Black Rock
Gold Answer:      [['Jeff, Who Lives at Home', 'The Puffy Chair', 'Cyrus', 'Baghead', 'The Do-Deca-Pentathlon']]
Predicted Ans:    The Do-Deca-Pentathlon
Predicted Path:   Black Rock --[written_by]--> Mark Duplass --[(INV) written_by]--> The Do-Deca-Pentathlon
Path (Raw):       Black Rock --[written_by]--> Mark Duplass --[(INV) written_by]--> The Do-Deca-Pentathlon --[No Operation]--> The Do-Deca-Pentathlon
Neg LogProb(↓):   0.807657
Path Entropy(↓):  1.588897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about ron mann
Start Entity:     ron mann
Gold Answer:      [['Comic Book Confidential', 'Grass']]
Predicted Ans:    Comic Book Confidential
Predicted Path:   ron mann --[(INV) has_tags]--> Comic Book Confidential --[has_tags]--> ron mann --[(INV) has_tags]--> Comic Book Confidential
Path (Raw):       ron mann --[(INV) has_tags]--> Comic Book Confidential --[has_tags]--> ron mann --[(INV) has_tags]--> Comic Book Confidential
Neg LogProb(↓):   0.049085
Path Entropy(↓):  0.221346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by sheridan gibney in
Start Entity:     Sheridan Gibney
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Sheridan Gibney --[(INV) written_by]--> Anthony Adverse --[has_genre]--> Drama
Path (Raw):       Sheridan Gibney --[No Operation]--> Sheridan Gibney --[(INV) written_by]--> Anthony Adverse --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in i spy
Start Entity:     I Spy
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   I Spy --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> The Big Bounce --[has_genre]--> Comedy
Path (Raw):       I Spy --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> The Big Bounce --[has_genre]--> Comedy
Neg LogProb(↓):   0.990265
Path Entropy(↓):  1.785178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by micah alberti were directed by who
Start Entity:     Micah Alberti
Gold Answer:      [['Tyler Oliver', 'Alexander Holt', 'Lance Roehrig']]
Predicted Ans:    Lance Roehrig
Predicted Path:   Micah Alberti --[(INV) starred_actors]--> Forget Me Not --[directed_by]--> Lance Roehrig
Path (Raw):       Micah Alberti --[No Operation]--> Micah Alberti --[(INV) starred_actors]--> Forget Me Not --[directed_by]--> Lance Roehrig
Neg LogProb(↓):   0.075146
Path Entropy(↓):  0.271982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of from beyond the grave
Start Entity:     From Beyond the Grave
Gold Answer:      [["At the Earth's Core", 'The Land That Time Forgot', 'The People That Time Forgot', 'Motel Hell']]
Predicted Ans:    The Land That Time Forgot
Predicted Path:   From Beyond the Grave --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The Land That Time Forgot
Path (Raw):       From Beyond the Grave --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The Land That Time Forgot --[No Operation]--> The Land That Time Forgot
Neg LogProb(↓):   0.103757
Path Entropy(↓):  0.438635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of psycho ii is also the director of which films
Start Entity:     Psycho II
Gold Answer:      [['F/X2', 'Link']]
Predicted Ans:    Link
Predicted Path:   Psycho II --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Link
Path (Raw):       Psycho II --[directed_by]--> Richard Franklin --[(INV) directed_by]--> Link --[No Operation]--> Link
Neg LogProb(↓):   0.107015
Path Entropy(↓):  0.350480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with carrie in
Start Entity:     Carrie
Gold Answer:      [['French', 'English', 'Finnish', 'Japanese', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Carrie --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[in_language]--> English
Path (Raw):       Carrie --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[in_language]--> English
Neg LogProb(↓):   0.634376
Path Entropy(↓):  0.821611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of outrage
Start Entity:     Outrage
Gold Answer:      [["Takeshis'", 'Glory to the Filmmaker!', 'Violent Cop', 'The Castaway Cowboy', 'Achilles and the Tortoise', 'Beyond Outrage', 'Kikujiro', 'Hannie Caulder', 'Boiling Point', 'PT 109', 'Sonatine', 'Battle Royale', 'Brother', 'Blood and Bones', 'A Name for Evil']]
Predicted Ans:    Outrage
Predicted Path:   Outrage --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage
Path (Raw):       Outrage --[starred_actors]--> Takeshi Kitano --[No Operation]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage
Neg LogProb(↓):   0.176107
Path Entropy(↓):  0.575978
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movie river queen
Start Entity:     River Queen
Gold Answer:      [['Vincent Ward']]
Predicted Ans:    Louis Nowra
Predicted Path:   River Queen --[written_by]--> Vincent Ward --[(INV) written_by]--> Map of the Human Heart --[written_by]--> Louis Nowra
Path (Raw):       River Queen --[written_by]--> Vincent Ward --[(INV) written_by]--> Map of the Human Heart --[written_by]--> Louis Nowra
Neg LogProb(↓):   0.003659
Path Entropy(↓):  0.024375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films written by the little foxes screenwriters
Start Entity:     The Little Foxes
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Little Foxes --[written_by]--> Lillian Hellman --[(INV) written_by]--> The North Star --[in_language]--> German
Path (Raw):       The Little Foxes --[written_by]--> Lillian Hellman --[(INV) written_by]--> The North Star --[in_language]--> German
Neg LogProb(↓):   0.029198
Path Entropy(↓):  0.146708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the invisible man returns
Start Entity:     The Invisible Man Returns
Gold Answer:      [['Drama']]
Predicted Ans:    Horror
Predicted Path:   The Invisible Man Returns --[directed_by]--> Joe May --[(INV) directed_by]--> The Invisible Man Returns --[has_genre]--> Horror
Path (Raw):       The Invisible Man Returns --[directed_by]--> Joe May --[(INV) directed_by]--> The Invisible Man Returns --[has_genre]--> Horror
Neg LogProb(↓):   0.000070
Path Entropy(↓):  0.000739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in teknolust
Start Entity:     Teknolust
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Teknolust --[starred_actors]--> Tilda Swinton --[(INV) starred_actors]--> The Man from London --[has_genre]--> Crime
Path (Raw):       Teknolust --[starred_actors]--> Tilda Swinton --[(INV) starred_actors]--> The Man from London --[has_genre]--> Crime
Neg LogProb(↓):   0.277367
Path Entropy(↓):  0.722708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by david kirschner
Start Entity:     David Kirschner
Gold Answer:      [['Pixote Hunt', 'Joe Johnston']]
Predicted Ans:    Joe Johnston
Predicted Path:   David Kirschner --[(INV) written_by]--> The Pagemaster --[directed_by]--> Joe Johnston
Path (Raw):       David Kirschner --[No Operation]--> David Kirschner --[(INV) written_by]--> The Pagemaster --[directed_by]--> Joe Johnston
Neg LogProb(↓):   0.000094
Path Entropy(↓):  0.000966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of never forever
Start Entity:     Never Forever
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Never Forever --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Never Forever --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.160690
Path Entropy(↓):  4.523893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by steven bauer in
Start Entity:     Steven Bauer
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Steven Bauer --[(INV) starred_actors]--> Raising Cain --[has_genre]--> Thriller
Path (Raw):       Steven Bauer --[No Operation]--> Steven Bauer --[(INV) starred_actors]--> Raising Cain --[has_genre]--> Thriller
Neg LogProb(↓):   0.319332
Path Entropy(↓):  0.598234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie john carter were released in which years
Start Entity:     John Carter
Gold Answer:      [['1998', '2003']]
Predicted Ans:    1998
Predicted Path:   John Carter --[directed_by]--> Andrew Stanton --[(INV) directed_by]--> A Bug's Life --[release_year]--> 1998
Path (Raw):       John Carter --[directed_by]--> Andrew Stanton --[(INV) directed_by]--> A Bug's Life --[release_year]--> 1998
Neg LogProb(↓):   0.049101
Path Entropy(↓):  0.214699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by andre øvredal were released in which years
Start Entity:     André Øvredal
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   André Øvredal --[(INV) directed_by]--> Trollhunter --[release_year]--> 2010
Path (Raw):       André Øvredal --[No Operation]--> André Øvredal --[(INV) directed_by]--> Trollhunter --[release_year]--> 2010
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by alain gagnol were in which genres
Start Entity:     Alain Gagnol
Gold Answer:      [['Animation', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Alain Gagnol --[(INV) written_by]--> A Cat in Paris --[has_genre]--> Crime
Path (Raw):       Alain Gagnol --[No Operation]--> Alain Gagnol --[(INV) written_by]--> A Cat in Paris --[has_genre]--> Crime
Neg LogProb(↓):   0.097608
Path Entropy(↓):  0.309429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of guy ritchie directed films
Start Entity:     Guy Ritchie
Gold Answer:      [['1998', '2009', '2008', '2005', '2010', '2002', '1974']]
Predicted Ans:    2002
Predicted Path:   Guy Ritchie --[(INV) directed_by]--> Swept Away --[release_year]--> 2002
Path (Raw):       Guy Ritchie --[No Operation]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[release_year]--> 2002
Neg LogProb(↓):   0.394841
Path Entropy(↓):  1.210503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of lucie aubrac also wrote which movies
Start Entity:     Lucie Aubrac
Gold Answer:      [['Germinal', 'Hunting and Gathering', 'The Two of Us', 'Uranus', 'Jean de Florette']]
Predicted Ans:    Jean de Florette
Predicted Path:   Lucie Aubrac --[written_by]--> Claude Berri --[(INV) written_by]--> Jean de Florette
Path (Raw):       Lucie Aubrac --[written_by]--> Claude Berri --[(INV) written_by]--> Jean de Florette --[No Operation]--> Jean de Florette
Neg LogProb(↓):   0.009023
Path Entropy(↓):  0.063377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in taffin
Start Entity:     Taffin
Gold Answer:      [['French', 'English', 'German', 'Korean', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Taffin --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[in_language]--> Spanish
Path (Raw):       Taffin --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[in_language]--> Spanish
Neg LogProb(↓):   0.489654
Path Entropy(↓):  1.049719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed enigma
Start Entity:     Enigma
Gold Answer:      [['Music', 'Documentary', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Enigma --[directed_by]--> Michael Apted --[(INV) directed_by]--> Enigma --[has_genre]--> Drama
Path (Raw):       Enigma --[directed_by]--> Michael Apted --[(INV) directed_by]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.484762
Path Entropy(↓):  1.243444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director kevin lima
Start Entity:     Kevin Lima
Gold Answer:      [['Tony Goldwyn', 'James Marsden', 'Minnie Driver', 'Jaime Ray Newman', 'Spencer Locke', 'Patrick Dempsey', 'Timothy Spall', 'Amy Adams', 'Glenn Close', 'Kellan Lutz', 'Brian Blessed']]
Predicted Ans:    Glenn Close
Predicted Path:   Kevin Lima --[(INV) directed_by]--> 102 Dalmatians --[starred_actors]--> Glenn Close
Path (Raw):       Kevin Lima --[No Operation]--> Kevin Lima --[(INV) directed_by]--> 102 Dalmatians --[starred_actors]--> Glenn Close
Neg LogProb(↓):   0.815393
Path Entropy(↓):  0.880579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did john hyams direct
Start Entity:     John Hyams
Gold Answer:      [['Dragon Eyes']]
Predicted Ans:    Dragon Eyes
Predicted Path:   John Hyams --[(INV) directed_by]--> Dragon Eyes --[directed_by]--> John Hyams --[(INV) directed_by]--> Dragon Eyes
Path (Raw):       John Hyams --[(INV) directed_by]--> Dragon Eyes --[directed_by]--> John Hyams --[(INV) directed_by]--> Dragon Eyes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the good, the bad and the ugly
Start Entity:     The Good, the Bad and the Ugly
Gold Answer:      [['For a Few Dollars More', 'A Fistful of Dollars', 'Death Rides a Horse', 'Once Upon a Time in America', 'Malèna', 'Once Upon a Time in the West']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   The Good, the Bad and the Ugly --[written_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West
Path (Raw):       The Good, the Bad and the Ugly --[No Operation]--> The Good, the Bad and the Ugly --[written_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West
Neg LogProb(↓):   0.179767
Path Entropy(↓):  0.632066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the champ writers release
Start Entity:     The Champ
Gold Answer:      [['1933', '2008', '1936', '1932', '1928', '1930', '1931']]
Predicted Ans:    1933
Predicted Path:   The Champ --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[release_year]--> 1933
Path (Raw):       The Champ --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[release_year]--> 1933
Neg LogProb(↓):   1.034970
Path Entropy(↓):  1.875187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the golden child released
Start Entity:     The Golden Child
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   The Golden Child --[release_year]--> 1986 --[(INV) release_year]--> Rocky VI --[release_year]--> 1986
Path (Raw):       The Golden Child --[release_year]--> 1986 --[(INV) release_year]--> Rocky VI --[release_year]--> 1986
Neg LogProb(↓):   3.229944
Path Entropy(↓):  4.495497
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of isolation
Start Entity:     Isolation
Gold Answer:      [["Billy O'Brien"]]
Predicted Ans:    Billy O'Brien
Predicted Path:   Isolation --[directed_by]--> Billy O'Brien --[(INV) directed_by]--> Isolation --[directed_by]--> Billy O'Brien
Path (Raw):       Isolation --[directed_by]--> Billy O'Brien --[(INV) directed_by]--> Isolation --[directed_by]--> Billy O'Brien
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the lego movie
Start Entity:     The Lego Movie
Gold Answer:      [['Cody Cameron', 'Christopher Miller', 'Phil Lord', 'Kris Pearn']]
Predicted Ans:    Christopher Miller
Predicted Path:   The Lego Movie --[written_by]--> Christopher Miller --[(INV) written_by]--> Cloudy with a Chance of Meatballs --[directed_by]--> Christopher Miller
Path (Raw):       The Lego Movie --[written_by]--> Christopher Miller --[(INV) written_by]--> Cloudy with a Chance of Meatballs --[directed_by]--> Christopher Miller
Neg LogProb(↓):   0.203171
Path Entropy(↓):  0.673615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by amanda peet
Start Entity:     Amanda Peet
Gold Answer:      [['Roland Emmerich', 'Dennis Dugan', 'James Mangold', 'Howard Deutch', 'Jesse Peretz']]
Predicted Ans:    James Mangold
Predicted Path:   Amanda Peet --[(INV) starred_actors]--> Identity --[directed_by]--> James Mangold
Path (Raw):       Amanda Peet --[No Operation]--> Amanda Peet --[(INV) starred_actors]--> Identity --[directed_by]--> James Mangold
Neg LogProb(↓):   0.049807
Path Entropy(↓):  0.237264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of going the distance
Start Entity:     Going the Distance
Gold Answer:      [['10 Years', 'Drag Me to Hell', 'Irreconcilable Differences', 'Grey Gardens', 'Poison Ivy', "Cat's Eye", 'For a Good Time, Call...', 'Waiting...', 'Fever Pitch', 'Wishful Thinking', 'Far from Home', 'Tusk', 'Blended', 'Boys on the Side', 'Duplex', 'Bad Girls', 'Serious Moonlight', 'Home Fries', 'After.Life', 'A Case of You', 'Just Add Water', 'Never Been Kissed', "Charlie's Angels", 'Scream', 'Everyone Says I Love You', 'The Wedding Singer', 'Best Man Down', 'Mad Love', 'Guncrazy', 'Alpha and Omega', '50 First Dates', 'Firestarter', "Everybody's Fine", 'Confessions of a Dangerous Mind', 'Riding in Cars with Boys', 'Comet', 'Lucky You', 'Doppelganger']]
Predicted Ans:    Everybody's Fine
Predicted Path:   Going the Distance --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine
Path (Raw):       Going the Distance --[starred_actors]--> Drew Barrymore --[No Operation]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine
Neg LogProb(↓):   0.488372
Path Entropy(↓):  1.198586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by amy hargreaves release
Start Entity:     Amy Hargreaves
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Amy Hargreaves --[(INV) starred_actors]--> Brainscan --[release_year]--> 1994
Path (Raw):       Amy Hargreaves --[No Operation]--> Amy Hargreaves --[(INV) starred_actors]--> Brainscan --[release_year]--> 1994
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by moses
Start Entity:     moses
Gold Answer:      [['The Prince of Egypt']]
Predicted Ans:    The Lion King
Predicted Path:   moses --[(INV) has_tags]--> The Prince of Egypt --[has_tags]--> hans zimmer --[(INV) has_tags]--> The Lion King
Path (Raw):       moses --[(INV) has_tags]--> The Prince of Egypt --[has_tags]--> hans zimmer --[(INV) has_tags]--> The Lion King
Neg LogProb(↓):   0.162150
Path Entropy(↓):  0.524888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with dangerous game in
Start Entity:     Dangerous Game
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Dangerous Game --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed --[in_language]--> English
Path (Raw):       Dangerous Game --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed --[in_language]--> English
Neg LogProb(↓):   0.057893
Path Entropy(↓):  0.228673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in winter in wartime
Start Entity:     Winter in Wartime
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Winter in Wartime --[in_language]--> Dutch --[(INV) in_language]--> Family Way --[in_language]--> Dutch
Path (Raw):       Winter in Wartime --[in_language]--> Dutch --[(INV) in_language]--> Family Way --[in_language]--> Dutch
Neg LogProb(↓):   0.581274
Path Entropy(↓):  0.695753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie renoir
Start Entity:     Renoir
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Renoir --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Renoir --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.362535
Path Entropy(↓):  3.123877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of margaret sullavan acted films
Start Entity:     Margaret Sullavan
Gold Answer:      [['David Miller', 'Ernst Lubitsch', 'Frank Borzage', 'William Wyler', 'Robert Stevenson']]
Predicted Ans:    Frank Borzage
Predicted Path:   Margaret Sullavan --[(INV) starred_actors]--> The Mortal Storm --[directed_by]--> Frank Borzage
Path (Raw):       Margaret Sullavan --[No Operation]--> Margaret Sullavan --[(INV) starred_actors]--> The Mortal Storm --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.928888
Path Entropy(↓):  1.510293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by zach cregger were written by who
Start Entity:     Zach Cregger
Gold Answer:      [['Trevor Moore']]
Predicted Ans:    Trevor Moore
Predicted Path:   Zach Cregger --[(INV) starred_actors]--> Miss March --[written_by]--> Trevor Moore
Path (Raw):       Zach Cregger --[No Operation]--> Zach Cregger --[(INV) starred_actors]--> Miss March --[written_by]--> Trevor Moore
Neg LogProb(↓):   0.000074
Path Entropy(↓):  0.000775
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by born to the west actors
Start Entity:     Born to the West
Gold Answer:      [['Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'William C. McGann', 'Robert Montgomery', 'George Waggner', 'Robert N. Bradbury', 'William A. Wellman', 'Mervyn LeRoy', 'Harry L. Fraser', 'Mark Rydell', 'Gordon Douglas', 'Ray Enright', 'Kathryn Bigelow', 'Dick Powell', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'John Ford', 'Nicholas Ray', 'Mack V. Wright', 'Michael Curtiz', 'Jules Dassin', 'George Sherman', 'Stuart Millar', 'Allan Dwan', 'James Edward Grant', 'John Wayne', 'Edward Ludwig', 'Douglas Hickox', 'Arthur Lubin', 'Joseph Kane', 'John Sturges', 'Andrew V. McLaglen', 'Don Siegel', 'John Farrow', 'John Lee Hancock', 'Albert S. Rogell', 'Edwin L. Marin', 'Jules Furthman', 'Josef von Sternberg', 'Lewis Seiler', 'Edgar G. Ulmer', 'Clarence Brown', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Howard Hawks
Predicted Path:   Born to the West --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       Born to the West --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.217667
Path Entropy(↓):  2.679511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by jeff baena in
Start Entity:     Jeff Baena
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jeff Baena --[(INV) directed_by]--> Life After Beth --[has_genre]--> Comedy
Path (Raw):       Jeff Baena --[No Operation]--> Jeff Baena --[(INV) directed_by]--> Life After Beth --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of buried alive ii
Start Entity:     Buried Alive II
Gold Answer:      [["Man's Best Friend", 'Maid to Order', 'Black Sheep', 'Drop Dead Fred', 'Impulse', 'Buried Alive', 'Blue City', 'Only the Lonely', 'Short Circuit', 'Fear', 'Solar Crisis', 'WarGames', 'Steam', 'The Apple Dumpling Gang Rides Again', 'Oxford Blues']]
Predicted Ans:    Fear
Predicted Path:   Buried Alive II --[starred_actors]--> Ally Sheedy --[(INV) starred_actors]--> Fear
Path (Raw):       Buried Alive II --[starred_actors]--> Ally Sheedy --[No Operation]--> Ally Sheedy --[(INV) starred_actors]--> Fear
Neg LogProb(↓):   0.044308
Path Entropy(↓):  0.228576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of i, cesar
Start Entity:     I, Cesar
Gold Answer:      [['Richard Berry']]
Predicted Ans:    Richard Berry
Predicted Path:   I, Cesar --[written_by]--> Richard Berry --[(INV) written_by]--> I, Cesar --[written_by]--> Richard Berry
Path (Raw):       I, Cesar --[written_by]--> Richard Berry --[(INV) written_by]--> I, Cesar --[written_by]--> Richard Berry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the end of the affair
Start Entity:     The End of the Affair
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The End of the Affair --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The End of the Affair --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.443675
Path Entropy(↓):  4.939441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of harry potter and the half - blood prince also wrote which films
Start Entity:     Harry Potter and the Half-Blood Prince
Gold Answer:      [['The Amazing Spider-Man', 'Wonder Boys', 'The Fabulous Baker Boys', 'Harry Potter and the Chamber of Secrets', 'Harry Potter and the Goblet of Fire', 'Harry Potter and the Prisoner of Azkaban', 'Flesh and Bone']]
Predicted Ans:    The Fabulous Baker Boys
Predicted Path:   Harry Potter and the Half-Blood Prince --[written_by]--> Steve Kloves --[(INV) written_by]--> The Fabulous Baker Boys
Path (Raw):       Harry Potter and the Half-Blood Prince --[written_by]--> Steve Kloves --[(INV) written_by]--> The Fabulous Baker Boys --[No Operation]--> The Fabulous Baker Boys
Neg LogProb(↓):   0.506671
Path Entropy(↓):  1.176430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed side by side
Start Entity:     Side by Side
Gold Answer:      [['Christopher Kenneally']]
Predicted Ans:    Christopher Kenneally
Predicted Path:   Side by Side --[directed_by]--> Christopher Kenneally --[(INV) directed_by]--> Side by Side --[directed_by]--> Christopher Kenneally
Path (Raw):       Side by Side --[directed_by]--> Christopher Kenneally --[(INV) directed_by]--> Side by Side --[directed_by]--> Christopher Kenneally
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by goran olsson in
Start Entity:     Göran Olsson
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Göran Olsson --[(INV) directed_by]--> The Black Power Mixtape 1967-1975 --[in_language]--> Swedish
Path (Raw):       Göran Olsson --[No Operation]--> Göran Olsson --[(INV) directed_by]--> The Black Power Mixtape 1967-1975 --[in_language]--> Swedish
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in punchline
Start Entity:     Punchline
Gold Answer:      [['Tom Hanks', 'Sally Field']]
Predicted Ans:    Tom Hanks
Predicted Path:   Punchline --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Forrest Gump --[starred_actors]--> Tom Hanks
Path (Raw):       Punchline --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Forrest Gump --[starred_actors]--> Tom Hanks
Neg LogProb(↓):   1.090487
Path Entropy(↓):  1.416726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did justin theroux direct
Start Entity:     Justin Theroux
Gold Answer:      [['Dedication']]
Predicted Ans:    Dedication
Predicted Path:   Justin Theroux --[(INV) directed_by]--> Dedication --[directed_by]--> Justin Theroux --[(INV) directed_by]--> Dedication
Path (Raw):       Justin Theroux --[(INV) directed_by]--> Dedication --[directed_by]--> Justin Theroux --[(INV) directed_by]--> Dedication
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote benny's video
Start Entity:     Benny's Video
Gold Answer:      [['Michael Haneke']]
Predicted Ans:    Michael Haneke
Predicted Path:   Benny's Video --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[written_by]--> Michael Haneke
Path (Raw):       Benny's Video --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[written_by]--> Michael Haneke
Neg LogProb(↓):   1.157656
Path Entropy(↓):  1.825018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the day of the dolphin also wrote which films
Start Entity:     The Day of the Dolphin
Gold Answer:      [['Protocol', 'To Die For', 'Catch-22', 'Get Smart', 'Candy', 'The Graduate', "What's Up, Doc?", 'First Family']]
Predicted Ans:    What's Up, Doc?
Predicted Path:   The Day of the Dolphin --[written_by]--> Buck Henry --[(INV) written_by]--> What's Up, Doc?
Path (Raw):       The Day of the Dolphin --[written_by]--> Buck Henry --[(INV) written_by]--> What's Up, Doc? --[No Operation]--> What's Up, Doc?
Neg LogProb(↓):   0.125967
Path Entropy(↓):  0.529146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in my afternoons with margueritte also appears in which movies
Start Entity:     My Afternoons with Margueritte
Gold Answer:      [['1900', 'Police', 'Vatel', 'Barocco', 'A Pure Formality', 'The Man Who Laughs', 'Maîtresse', 'Unhook the Stars', 'CQ', 'Camille Claudel', 'Bye Bye Monkey', 'Jean de Florette', 'A Loving Father', 'Going Places', 'Vidocq', 'Green Card', 'Changing Times', 'Loulou', 'Potiche', 'Too Beautiful for You', 'Crime Spree', 'Cyrano de Bergerac', 'Danton', 'Bogus', 'Colonel Chabert', 'The Last Metro', 'Nathalie...', 'Uranus']]
Predicted Ans:    The Last Metro
Predicted Path:   My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro
Path (Raw):       My Afternoons with Margueritte --[No Operation]--> My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> The Last Metro
Neg LogProb(↓):   0.415976
Path Entropy(↓):  1.288658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed national security
Start Entity:     National Security
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   National Security --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[has_genre]--> Comedy
Path (Raw):       National Security --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[has_genre]--> Comedy
Neg LogProb(↓):   0.588629
Path Entropy(↓):  1.353144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by rebecca of sunnybrook farm actors
Start Entity:     Rebecca of Sunnybrook Farm
Gold Answer:      [['Michael Mann', 'Lamar Trotti', 'Julien Josephson', 'Patterson McNutt', 'Arthur J. Beckhard', 'F. Hugh Herbert', 'Leigh Janiak', 'Roy Huggins', 'William R. Lipman', 'Luke Short', 'Melville Baker', 'Sylvia Thalberg', 'Nunnally Johnson', 'Rudyard Kipling', 'Alan Le May', 'Elmore Leonard', 'Sloan Nibley', 'Nat Perrin', 'Sam Hellman', 'Samuel G. Engel', 'Jonas Ward', 'Walter Ferris', 'Ethel Hill', 'Glendon Swarthout', 'Vincent Lawrence', 'Maurice Maeterlinck', 'Walter Bullock', "George O'Neil", 'Allan Scott', 'Harvey Fergusson', 'John Taintor Foote', 'Dwight Taylor', 'Walter Bernstein', 'Charles Hoffman', 'Edith Kneipple Roberts', 'Oscar Hammerstein II', 'Robert Buckner', 'Tom Reed', 'George Owen', 'Burt Kennedy', 'Zane Grey', 'Robert Dillon', 'H. Rider Haggard', 'Niven Busch', 'Harry Tugend', 'Jack Yellen', 'Alice Duer Miller', 'Arthur Sheekman', 'Max Brand', 'Damon Runyon', 'James Vance Marshall', 'Richard H. Landau', 'Frances Hodgson Burnett', 'Ernest Pascal', 'Paul Girard Smith', 'Eleanor Gates', 'Rex Beach', 'Marion Parsonnet', 'David Butler', 'Gene Lewis', 'Clarence Upson Young', 'Philip Klein', 'James P. Judge', 'Edward E. Paramore Jr.', 'Hubert Osborne', 'James Fenimore Cooper', 'Gladys Lehman', 'Laura E. Richard', 'Sidney Sheldon', 'William M. Conselman', 'Edwin J. Burke', 'Edward Peple', 'Leo McCarey', 'Cameron Rogers', 'Lawrence Hazard', 'Ralph Spence', 'Darrell Ware', 'Charles Martin', 'Jack Kirkland']]
Predicted Ans:    Allan Scott
Predicted Path:   Rebecca of Sunnybrook Farm --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Path (Raw):       Rebecca of Sunnybrook Farm --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Neg LogProb(↓):   1.526486
Path Entropy(↓):  2.002455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of tobacco road
Start Entity:     Tobacco Road
Gold Answer:      [["God's Little Acre"]]
Predicted Ans:    Tobacco Road
Predicted Path:   Tobacco Road --[written_by]--> Erskine Caldwell --[(INV) written_by]--> Tobacco Road
Path (Raw):       Tobacco Road --[written_by]--> Erskine Caldwell --[No Operation]--> Erskine Caldwell --[(INV) written_by]--> Tobacco Road
Neg LogProb(↓):   0.957709
Path Entropy(↓):  1.502116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers of the movies acted by jayma mays
Start Entity:     Jayma Mays
Gold Answer:      [['Peyo']]
Predicted Ans:    Peyo
Predicted Path:   Jayma Mays --[(INV) starred_actors]--> The Smurfs --[written_by]--> Peyo
Path (Raw):       Jayma Mays --[No Operation]--> Jayma Mays --[(INV) starred_actors]--> The Smurfs --[written_by]--> Peyo
Neg LogProb(↓):   0.000195
Path Entropy(↓):  0.001861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by rodrigo bellott
Start Entity:     Rodrigo Bellott
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Rodrigo Bellott --[(INV) directed_by]--> Sexual Dependency --[in_language]--> Spanish
Path (Raw):       Rodrigo Bellott --[No Operation]--> Rodrigo Bellott --[(INV) directed_by]--> Sexual Dependency --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by david ayer released
Start Entity:     David Ayer
Gold Answer:      [['2001', '2005', '1936', '2014', '2012']]
Predicted Ans:    1936
Predicted Path:   David Ayer --[(INV) written_by]--> Fury --[release_year]--> 1936
Path (Raw):       David Ayer --[No Operation]--> David Ayer --[(INV) written_by]--> Fury --[release_year]--> 1936
Neg LogProb(↓):   0.403462
Path Entropy(↓):  0.874048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by faran tahir
Start Entity:     Faran Tahir
Gold Answer:      [['Michael Richter', 'Jeremiah Birnbaum']]
Predicted Ans:    Jeremiah Birnbaum
Predicted Path:   Faran Tahir --[(INV) starred_actors]--> Torn --[written_by]--> Jeremiah Birnbaum
Path (Raw):       Faran Tahir --[No Operation]--> Faran Tahir --[(INV) starred_actors]--> Torn --[written_by]--> Jeremiah Birnbaum
Neg LogProb(↓):   0.403316
Path Entropy(↓):  0.644268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie anna karenina starred who
Start Entity:     Anna Karenina
Gold Answer:      [['Matthew Macfadyen', 'Kelly Macdonald']]
Predicted Ans:    Greta Garbo
Predicted Path:   Anna Karenina --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel --[starred_actors]--> Greta Garbo
Path (Raw):       Anna Karenina --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel --[starred_actors]--> Greta Garbo
Neg LogProb(↓):   0.942884
Path Entropy(↓):  1.463807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films directed by w. s. van dyke
Start Entity:     W.S. Van Dyke
Gold Answer:      [['Nelson Eddy', 'Robert Montgomery', 'Wallace Beery', 'Myrna Loy', 'Monte Blue', 'Raquel Torres', 'Harry Carey', 'Edwina Booth', 'George Sanders', 'Frank McHugh', 'Ingrid Bergman', 'William Powell', 'Joan Crawford', 'Edmund Lowe', 'Robert Taylor', 'Florence Rice', 'Helen Broderick', 'Clark Gable', 'Jean Harlow', 'Jeanette MacDonald']]
Predicted Ans:    Robert Taylor
Predicted Path:   W.S. Van Dyke --[(INV) directed_by]--> Personal Property --[starred_actors]--> Robert Taylor
Path (Raw):       W.S. Van Dyke --[No Operation]--> W.S. Van Dyke --[(INV) directed_by]--> Personal Property --[starred_actors]--> Robert Taylor
Neg LogProb(↓):   1.220698
Path Entropy(↓):  1.782050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by james coco were released in which years
Start Entity:     James Coco
Gold Answer:      [['1976', '1978', '1975', '1972', '1981']]
Predicted Ans:    1976
Predicted Path:   James Coco --[(INV) starred_actors]--> Murder by Death --[release_year]--> 1976
Path (Raw):       James Coco --[No Operation]--> James Coco --[(INV) starred_actors]--> Murder by Death --[release_year]--> 1976
Neg LogProb(↓):   0.057144
Path Entropy(↓):  0.261293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by gary winick
Start Entity:     Gary Winick
Gold Answer:      [['Sweet Nothing', 'The Tic Code', 'Letters to Juliet', 'Bride Wars', "Charlotte's Web", 'Tadpole']]
Predicted Ans:    Bride Wars
Predicted Path:   Gary Winick --[(INV) directed_by]--> Bride Wars --[directed_by]--> Gary Winick --[(INV) directed_by]--> Bride Wars
Path (Raw):       Gary Winick --[(INV) directed_by]--> Bride Wars --[directed_by]--> Gary Winick --[(INV) directed_by]--> Bride Wars
Neg LogProb(↓):   1.215058
Path Entropy(↓):  2.236869
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in gossip
Start Entity:     Gossip
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Gossip --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> The Reluctant Fundamentalist --[has_genre]--> Thriller
Path (Raw):       Gossip --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> The Reluctant Fundamentalist --[has_genre]--> Thriller
Neg LogProb(↓):   0.591751
Path Entropy(↓):  1.213846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with angie everhart
Start Entity:     Angie Everhart
Gold Answer:      [['Erika Eleniak', 'Dennis Miller']]
Predicted Ans:    Erika Eleniak
Predicted Path:   Angie Everhart --[(INV) starred_actors]--> Bordello of Blood --[starred_actors]--> Erika Eleniak
Path (Raw):       Angie Everhart --[No Operation]--> Angie Everhart --[(INV) starred_actors]--> Bordello of Blood --[starred_actors]--> Erika Eleniak
Neg LogProb(↓):   0.066099
Path Entropy(↓):  0.269730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie deadly friend in a few words
Start Entity:     Deadly Friend
Gold Answer:      [['wes craven']]
Predicted Ans:    wes craven
Predicted Path:   Deadly Friend --[has_tags]--> wes craven --[(INV) has_tags]--> Shocker --[has_tags]--> wes craven
Path (Raw):       Deadly Friend --[has_tags]--> wes craven --[(INV) has_tags]--> Shocker --[has_tags]--> wes craven
Neg LogProb(↓):   0.434684
Path Entropy(↓):  0.748105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was jeff kinney a writer on
Start Entity:     Jeff Kinney
Gold Answer:      [['Diary of a Wimpy Kid']]
Predicted Ans:    Diary of a Wimpy Kid
Predicted Path:   Jeff Kinney --[(INV) written_by]--> Diary of a Wimpy Kid --[written_by]--> Jeff Kinney --[(INV) written_by]--> Diary of a Wimpy Kid
Path (Raw):       Jeff Kinney --[(INV) written_by]--> Diary of a Wimpy Kid --[written_by]--> Jeff Kinney --[(INV) written_by]--> Diary of a Wimpy Kid
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie forty shades of blue were released in which years
Start Entity:     Forty Shades of Blue
Gold Answer:      [['2012', '2014', '2007']]
Predicted Ans:    2012
Predicted Path:   Forty Shades of Blue --[written_by]--> Ira Sachs --[(INV) written_by]--> Keep the Lights On --[release_year]--> 2012
Path (Raw):       Forty Shades of Blue --[written_by]--> Ira Sachs --[(INV) written_by]--> Keep the Lights On --[release_year]--> 2012
Neg LogProb(↓):   0.001189
Path Entropy(↓):  0.010662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in killers from space
Start Entity:     Killers from Space
Gold Answer:      [['Jerry Zucker', 'David Zucker', 'Dario Argento', 'Jim Abrahams', 'Lou Rusoff']]
Predicted Ans:    Jim Abrahams
Predicted Path:   Killers from Space --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> Airplane! --[written_by]--> Jim Abrahams
Path (Raw):       Killers from Space --[starred_actors]--> Peter Graves --[(INV) starred_actors]--> Airplane! --[written_by]--> Jim Abrahams
Neg LogProb(↓):   0.137988
Path Entropy(↓):  0.543473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in black on white
Start Entity:     Black on White
Gold Answer:      [['Jörn Donner', 'Kristiina Halkola']]
Predicted Ans:    Jörn Donner
Predicted Path:   Black on White --[starred_actors]--> Jörn Donner --[(INV) starred_actors]--> Black on White --[starred_actors]--> Jörn Donner
Path (Raw):       Black on White --[starred_actors]--> Jörn Donner --[(INV) starred_actors]--> Black on White --[starred_actors]--> Jörn Donner
Neg LogProb(↓):   0.010603
Path Entropy(↓):  0.063269
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by henry czerny fall under
Start Entity:     Henry Czerny
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Henry Czerny --[(INV) starred_actors]--> The Boys of St. Vincent --[has_genre]--> Drama
Path (Raw):       Henry Czerny --[No Operation]--> Henry Czerny --[(INV) starred_actors]--> The Boys of St. Vincent --[has_genre]--> Drama
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by zohra lampert
Start Entity:     Zohra Lampert
Gold Answer:      [['1971', '1960']]
Predicted Ans:    1971
Predicted Path:   Zohra Lampert --[(INV) starred_actors]--> Let's Scare Jessica to Death --[release_year]--> 1971
Path (Raw):       Zohra Lampert --[No Operation]--> Zohra Lampert --[(INV) starred_actors]--> Let's Scare Jessica to Death --[release_year]--> 1971
Neg LogProb(↓):   0.095246
Path Entropy(↓):  0.304502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by ralph nelson fall under
Start Entity:     Ralph Nelson
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Ralph Nelson --[(INV) written_by]--> The Wrath of God --[has_genre]--> Western
Path (Raw):       Ralph Nelson --[No Operation]--> Ralph Nelson --[(INV) written_by]--> The Wrath of God --[has_genre]--> Western
Neg LogProb(↓):   0.296742
Path Entropy(↓):  0.609504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in king of devil's island
Start Entity:     King of Devil's Island
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   King of Devil's Island --[in_language]--> Norwegian --[(INV) in_language]--> The Art of Negative Thinking --[in_language]--> Norwegian
Path (Raw):       King of Devil's Island --[in_language]--> Norwegian --[(INV) in_language]--> The Art of Negative Thinking --[in_language]--> Norwegian
Neg LogProb(↓):   0.403104
Path Entropy(↓):  1.014687
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director efram potelle
Start Entity:     Efram Potelle
Gold Answer:      [['Elden Henson', 'Amy Smart']]
Predicted Ans:    Elden Henson
Predicted Path:   Efram Potelle --[(INV) directed_by]--> The Battle of Shaker Heights --[starred_actors]--> Elden Henson
Path (Raw):       Efram Potelle --[No Operation]--> Efram Potelle --[(INV) directed_by]--> The Battle of Shaker Heights --[starred_actors]--> Elden Henson
Neg LogProb(↓):   0.299082
Path Entropy(↓):  0.571528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the brooklyn director
Start Entity:     Brooklyn
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Brooklyn --[directed_by]--> John Crowley --[(INV) directed_by]--> Intermission --[has_genre]--> Comedy
Path (Raw):       Brooklyn --[directed_by]--> John Crowley --[(INV) directed_by]--> Intermission --[has_genre]--> Comedy
Neg LogProb(↓):   0.009594
Path Entropy(↓):  0.063000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the mating game
Start Entity:     The Mating Game
Gold Answer:      [['Western', 'Musical', 'War', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   The Mating Game --[directed_by]--> George Marshall --[(INV) directed_by]--> Fancy Pants --[has_genre]--> Comedy
Path (Raw):       The Mating Game --[directed_by]--> George Marshall --[(INV) directed_by]--> Fancy Pants --[has_genre]--> Comedy
Neg LogProb(↓):   0.490287
Path Entropy(↓):  1.338637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of hot lead and cold feet
Start Entity:     Hot Lead and Cold Feet
Gold Answer:      [['The Love God?', 'The North Avenue Irregulars', 'The Shakiest Gun in the West', 'The Apple Dumpling Gang Rides Again', 'The Private Eyes', 'The Reluctant Astronaut', 'The Ghost and Mr. Chicken', 'The Incredible Mr. Limpet', "Pete's Dragon"]]
Predicted Ans:    The Private Eyes
Predicted Path:   Hot Lead and Cold Feet --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes
Path (Raw):       Hot Lead and Cold Feet --[starred_actors]--> Don Knotts --[No Operation]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes
Neg LogProb(↓):   0.001118
Path Entropy(↓):  0.010582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by ken watanabe
Start Entity:     Ken Watanabe
Gold Answer:      [['1998', '1954', '2003', '2006', '1985', '2014']]
Predicted Ans:    1954
Predicted Path:   Ken Watanabe --[(INV) starred_actors]--> Godzilla --[release_year]--> 1954
Path (Raw):       Ken Watanabe --[No Operation]--> Ken Watanabe --[(INV) starred_actors]--> Godzilla --[release_year]--> 1954
Neg LogProb(↓):   1.073852
Path Entropy(↓):  1.870198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by primeval actors
Start Entity:     Primeval
Gold Answer:      [['Tina Gordon Chism', 'Gil Brewer', 'Johan Grimonprez', 'Tom McCarthy', 'Graham Greene', 'Uwe Boll', 'Don Jakoby', 'Reggie Rock Bythewood', 'David Weissman', 'David Diamond', 'Ranulph Fiennes', 'Shawn Schepps']]
Predicted Ans:    David Weissman
Predicted Path:   Primeval --[starred_actors]--> Orlando Jones --[(INV) starred_actors]--> Evolution --[written_by]--> David Weissman
Path (Raw):       Primeval --[starred_actors]--> Orlando Jones --[(INV) starred_actors]--> Evolution --[written_by]--> David Weissman
Neg LogProb(↓):   0.192586
Path Entropy(↓):  0.628156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by patrick marber
Start Entity:     Patrick Marber
Gold Answer:      [['2008', '1972', '2005', '2004', '2006']]
Predicted Ans:    2008
Predicted Path:   Patrick Marber --[(INV) written_by]--> Asylum --[release_year]--> 2008
Path (Raw):       Patrick Marber --[No Operation]--> Patrick Marber --[(INV) written_by]--> Asylum --[release_year]--> 2008
Neg LogProb(↓):   1.080367
Path Entropy(↓):  1.661855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film ikiru released
Start Entity:     Ikiru
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Ikiru --[release_year]--> 1952 --[(INV) release_year]--> Pat and Mike --[release_year]--> 1952
Path (Raw):       Ikiru --[release_year]--> 1952 --[(INV) release_year]--> Pat and Mike --[release_year]--> 1952
Neg LogProb(↓):   2.761878
Path Entropy(↓):  4.076677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of i'm here
Start Entity:     I'm Here
Gold Answer:      [['2009', '2013']]
Predicted Ans:    2009
Predicted Path:   I'm Here --[written_by]--> Spike Jonze --[(INV) written_by]--> Where the Wild Things Are --[release_year]--> 2009
Path (Raw):       I'm Here --[written_by]--> Spike Jonze --[(INV) written_by]--> Where the Wild Things Are --[release_year]--> 2009
Neg LogProb(↓):   0.590873
Path Entropy(↓):  0.779584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the remains of the day are directed by who
Start Entity:     The Remains of the Day
Gold Answer:      [['Richard Attenborough', 'Joel Hopkins', 'John Gielgud', 'Michael Almereyda', 'Roger Donaldson', 'Robert Wise', 'Edward Zwick', 'Mike Nichols', 'Franco Zeffirelli', 'Geoff Murphy', 'Kirk Jones', 'Anthony Harvey', 'Anthony Hopkins', 'Martin Scorsese', 'Ron Underwood', 'Wolf Rilla', 'Woody Allen', 'Steven Lisberger', 'Richard Thorpe', 'Jack Hofsiss', 'Richard Donner', 'Damian Harris', 'John Madden', 'David Lynch', 'Graham Baker', 'Kenneth Branagh', 'Oliver Stone', 'Brenda Chapman', 'Mark Andrews', 'Sacha Gervasi', 'Jerry Schatzberg', 'Steve Purcell', 'Grigori Kozintsev', 'Jocelyn Moorhouse', 'Mikael Håfström', 'Julie Taymor', 'Mel Smith', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Michael Cimino', 'Robert Rossen', 'John Carpenter', 'Alan Rickman', 'Joel Schumacher', 'Scott Hicks', 'Steven Zaillian', 'Laurence Olivier', 'Robert Benton', 'Austin Chick', 'Gregory Hoblit', 'Steven Spielberg', 'Sebastian Gutierrez', 'Robert Zemeckis', 'Frank Perry', 'Brett Ratner', 'Richard Lester', 'Martin Brest', 'Sidney Lumet', 'John Lee Hancock', 'J.T. Tepnapa', 'Darren Aronofsky', 'Tony Richardson', 'Jeannot Szwarc', 'Jim Sheridan', 'James Ivory']]
Predicted Ans:    Michael Almereyda
Predicted Path:   The Remains of the Day --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[directed_by]--> Michael Almereyda
Path (Raw):       The Remains of the Day --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[directed_by]--> Michael Almereyda
Neg LogProb(↓):   1.347555
Path Entropy(↓):  2.933914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the tomb of ligeia starred which actors
Start Entity:     The Tomb of Ligeia
Gold Answer:      [['Elizabeth Shepherd', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   The Tomb of Ligeia --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General --[starred_actors]--> Vincent Price
Path (Raw):       The Tomb of Ligeia --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.075048
Path Entropy(↓):  0.411683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by beatrice kay
Start Entity:     Beatrice Kay
Gold Answer:      [['Samuel Fuller']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Beatrice Kay --[(INV) starred_actors]--> Underworld U.S.A. --[directed_by]--> Samuel Fuller
Path (Raw):       Beatrice Kay --[No Operation]--> Beatrice Kay --[(INV) starred_actors]--> Underworld U.S.A. --[directed_by]--> Samuel Fuller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of stripes
Start Entity:     Stripes
Gold Answer:      [['John Landis', 'Ivan Reitman', 'Allan Arkush', 'Stanley Donen', 'Harold Ramis']]
Predicted Ans:    Ivan Reitman
Predicted Path:   Stripes --[written_by]--> Harold Ramis --[(INV) written_by]--> Ghostbusters --[directed_by]--> Ivan Reitman
Path (Raw):       Stripes --[written_by]--> Harold Ramis --[(INV) written_by]--> Ghostbusters --[directed_by]--> Ivan Reitman
Neg LogProb(↓):   0.325953
Path Entropy(↓):  0.913903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of passion of love
Start Entity:     Passion of Love
Gold Answer:      [['We All Loved Each Other So Much', 'A Special Day', 'The Family', 'That Night in Varennes', 'Unfair Competition']]
Predicted Ans:    The Family
Predicted Path:   Passion of Love --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family
Path (Raw):       Passion of Love --[No Operation]--> Passion of Love --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family
Neg LogProb(↓):   0.150234
Path Entropy(↓):  0.652108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by markus schleinzer released
Start Entity:     Markus Schleinzer
Gold Answer:      [['1996', '2011']]
Predicted Ans:    1996
Predicted Path:   Markus Schleinzer --[(INV) written_by]--> Michael --[release_year]--> 1996
Path (Raw):       Markus Schleinzer --[No Operation]--> Markus Schleinzer --[(INV) written_by]--> Michael --[release_year]--> 1996
Neg LogProb(↓):   0.583133
Path Entropy(↓):  0.686376
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of safety not guaranteed
Start Entity:     Safety Not Guaranteed
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Safety Not Guaranteed --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Safety Not Guaranteed --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.310352
Path Entropy(↓):  4.499712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jutta hoffmann star in
Start Entity:     Jutta Hoffmann
Gold Answer:      [['Bandits']]
Predicted Ans:    Bandits
Predicted Path:   Jutta Hoffmann --[(INV) starred_actors]--> Bandits --[starred_actors]--> Katja Riemann --[(INV) starred_actors]--> Bandits
Path (Raw):       Jutta Hoffmann --[(INV) starred_actors]--> Bandits --[starred_actors]--> Katja Riemann --[(INV) starred_actors]--> Bandits
Neg LogProb(↓):   0.150110
Path Entropy(↓):  0.545693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with jack burns
Start Entity:     Jack Burns
Gold Answer:      [['Jerry Juhl']]
Predicted Ans:    Jerry Juhl
Predicted Path:   Jack Burns --[(INV) written_by]--> The Muppet Movie --[written_by]--> Jerry Juhl
Path (Raw):       Jack Burns --[No Operation]--> Jack Burns --[(INV) written_by]--> The Muppet Movie --[written_by]--> Jerry Juhl
Neg LogProb(↓):   0.112069
Path Entropy(↓):  0.338108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with that old feeling in
Start Entity:     That Old Feeling
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   That Old Feeling --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Stella --[in_language]--> French
Path (Raw):       That Old Feeling --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Stella --[in_language]--> French
Neg LogProb(↓):   0.000804
Path Entropy(↓):  0.007233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the war wagon
Start Entity:     The War Wagon
Gold Answer:      [['Western', 'Comedy', 'Action']]
Predicted Ans:    Western
Predicted Path:   The War Wagon --[directed_by]--> Burt Kennedy --[(INV) directed_by]--> The Train Robbers --[has_genre]--> Western
Path (Raw):       The War Wagon --[directed_by]--> Burt Kennedy --[(INV) directed_by]--> The Train Robbers --[has_genre]--> Western
Neg LogProb(↓):   0.012194
Path Entropy(↓):  0.071742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in mr. deeds
Start Entity:     Mr. Deeds
Gold Answer:      [['George Cukor', 'Geoffrey Haley', 'Frank Coraci', 'Ariel Vromen', 'James Mangold', 'Spike Lee', 'Martin Scorsese', 'Mervyn LeRoy', 'Paul Thomas Anderson', 'Mike Binder', 'Ron Howard', 'Ethan Coen', 'Richard Benjamin', 'Robert Redford', 'James L. Brooks', 'Thomas McCarthy', 'Michael Lehmann', 'Steven Brill', 'Tony Bill', 'Dennis Dugan', 'Genndy Tartakovsky', 'David Koepp', 'Marleen Gorris', 'Jay Anania', 'Philip Moeller', 'Ben Stiller', 'Gillian Armstrong', 'Jean de Limur', 'Tim Burton', 'Peter Segal', 'Adam Shankman', 'Sean Anders', 'Seth Kearsley', 'Judd Apatow', 'Nicholas Hytner', 'John Turturro', 'William Wyler', 'Tamra Davis', 'Joan Chen']]
Predicted Ans:    Dennis Dugan
Predicted Path:   Mr. Deeds --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Big Daddy --[directed_by]--> Dennis Dugan
Path (Raw):       Mr. Deeds --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Big Daddy --[directed_by]--> Dennis Dugan
Neg LogProb(↓):   1.487059
Path Entropy(↓):  2.022828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Restless is a film written by this person
Start Entity:     Restless
Gold Answer:      [['Jason Lew']]
Predicted Ans:    Aleksi Bardy
Predicted Path:   Restless --[written_by]--> Aleksi Bardy --[(INV) written_by]--> Restless --[written_by]--> Aleksi Bardy
Path (Raw):       Restless --[written_by]--> Aleksi Bardy --[(INV) written_by]--> Restless --[written_by]--> Aleksi Bardy
Neg LogProb(↓):   0.182167
Path Entropy(↓):  0.639155
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you name a film directed by william shatner
Start Entity:     William Shatner
Gold Answer:      [['The Captains']]
Predicted Ans:    The Captains
Predicted Path:   William Shatner --[(INV) directed_by]--> The Captains --[directed_by]--> William Shatner --[(INV) directed_by]--> The Captains
Path (Raw):       William Shatner --[(INV) directed_by]--> The Captains --[directed_by]--> William Shatner --[(INV) directed_by]--> The Captains
Neg LogProb(↓):   0.001699
Path Entropy(↓):  0.012541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the magician
Start Entity:     The Magician
Gold Answer:      [['Baran bo Odar', 'Kenneth Branagh', 'Alf Sjöberg', 'Jordan Barker', 'Richard Brooks', 'Bille August', 'Steve McQueen', 'Harold Prince', 'Ingmar Bergman', 'Akira Kurosawa', 'Liv Ullmann']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Magician --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       The Magician --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.578693
Path Entropy(↓):  1.191754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the girl can't help it also wrote which films
Start Entity:     The Girl Can't Help It
Gold Answer:      [['The Fuller Brush Girl', 'Will Success Spoil Rock Hunter?', 'Dream Wife', 'Son of Paleface', 'Caprice', 'Sextette', 'Loving You', 'Love Happy', 'The Disorderly Orderly']]
Predicted Ans:    Caprice
Predicted Path:   The Girl Can't Help It --[written_by]--> Frank Tashlin --[(INV) written_by]--> Caprice
Path (Raw):       The Girl Can't Help It --[written_by]--> Frank Tashlin --[(INV) written_by]--> Caprice --[No Operation]--> Caprice
Neg LogProb(↓):   0.828246
Path Entropy(↓):  1.078752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the crucible director
Start Entity:     The Crucible
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Crucible --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> Center Stage --[has_genre]--> Drama
Path (Raw):       The Crucible --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> Center Stage --[has_genre]--> Drama
Neg LogProb(↓):   0.394174
Path Entropy(↓):  0.939750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by cliff robertson
Start Entity:     Cliff Robertson
Gold Answer:      [['Philip Kaufman', 'Howard Sheehan', 'Robert J. Donovan', 'Luiz Bolognesi', 'Austregésilo Carrano', 'Frederick E. Smith', 'Thomas Sterling', 'Ben Jonson', 'Robert Aldrich', 'Gore Vidal', 'Jean Rouverol', 'Pupi Avati', 'Jack Jevne', 'Stirling Silliphant', 'James Grady', 'Christopher Frank', 'Frederick Knott', 'William P. Wingate', 'Frederick Kohner', 'Gabrielle Upton', 'Samuel Fuller', 'Paul Schrader', 'Daniel Keyes', 'Hugo Butler', 'Lorenzo Semple Jr.', 'Malcolm D. Lee', 'David Rayfiel', 'Joseph L. Mankiewicz', 'Brian De Palma']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Cliff Robertson --[(INV) starred_actors]--> The Honey Pot --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Cliff Robertson --[No Operation]--> Cliff Robertson --[(INV) starred_actors]--> The Honey Pot --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.132352
Path Entropy(↓):  0.539609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by mitchel musso release
Start Entity:     Mitchel Musso
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Mitchel Musso --[(INV) starred_actors]--> Monster House --[release_year]--> 2006
Path (Raw):       Mitchel Musso --[No Operation]--> Mitchel Musso --[(INV) starred_actors]--> Monster House --[release_year]--> 2006
Neg LogProb(↓):   0.000730
Path Entropy(↓):  0.006001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor elias koteas appeared in the same movie with who
Start Entity:     Elias Koteas
Gold Answer:      [['Eric Stoltz', 'Arnold Schwarzenegger', 'Holly Hunter', 'Sandra Bullock', 'Deborah Kara Unger', 'Martin Scorsese', 'Olivia Williams', 'Adrien Brody', 'Virginia Madsen', 'Sean Penn', 'Jason Behr', 'Don Cheadle', 'Nick Nolte', 'Jim Caviezel', 'Liev Schreiber', 'Christopher Walken', 'James Spader', 'Brendan Gleeson', 'Rhona Mitra', 'Romola Garai', 'Cliff Curtis', 'Francesca Neri', 'Woody Harrelson', 'Sandra Oh', 'Andie MacDowell', 'Elia Kazan']]
Predicted Ans:    Sandra Oh
Predicted Path:   Elias Koteas --[(INV) starred_actors]--> Defendor --[starred_actors]--> Sandra Oh
Path (Raw):       Elias Koteas --[No Operation]--> Elias Koteas --[(INV) starred_actors]--> Defendor --[starred_actors]--> Sandra Oh
Neg LogProb(↓):   0.956990
Path Entropy(↓):  1.439288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote latter days
Start Entity:     Latter Days
Gold Answer:      [['C. Jay Cox']]
Predicted Ans:    C. Jay Cox
Predicted Path:   Latter Days --[written_by]--> C. Jay Cox --[(INV) written_by]--> Latter Days --[written_by]--> C. Jay Cox
Path (Raw):       Latter Days --[written_by]--> C. Jay Cox --[(INV) written_by]--> Latter Days --[written_by]--> C. Jay Cox
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is what dreams may come
Start Entity:     What Dreams May Come
Gold Answer:      [['Drama', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   What Dreams May Come --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       What Dreams May Come --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.306290
Path Entropy(↓):  4.548700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the earthling
Start Entity:     The Earthling
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Earthling --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Earthling --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.427175
Path Entropy(↓):  4.586305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of priya anand acted films
Start Entity:     Priya Anand
Gold Answer:      [['Gauri Shinde']]
Predicted Ans:    Gauri Shinde
Predicted Path:   Priya Anand --[(INV) starred_actors]--> English Vinglish --[written_by]--> Gauri Shinde
Path (Raw):       Priya Anand --[No Operation]--> Priya Anand --[(INV) starred_actors]--> English Vinglish --[written_by]--> Gauri Shinde
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed a date with judy
Start Entity:     A Date with Judy
Gold Answer:      [['1962', '1995', '1949', '1957', '1950', '1951', '1938', '1982', '1953', '1937', '1979', '1945', '1941', '1955', '1952', '1943']]
Predicted Ans:    1937
Predicted Path:   A Date with Judy --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Double Wedding --[release_year]--> 1937
Path (Raw):       A Date with Judy --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Double Wedding --[release_year]--> 1937
Neg LogProb(↓):   1.714234
Path Entropy(↓):  2.367706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with katie cassidy
Start Entity:     Katie Cassidy
Gold Answer:      [['Keir Dullea', 'Stanley Tucci', 'Dana Delany', 'Heather Langenkamp', 'Leighton Meester', 'Ronee Blakley', 'Lacey Chabert', 'Mary Elizabeth Winstead', 'Olivia Hussey', 'Kyle Gallner', 'Amanda Wyss', 'Jeanette MacDonald', 'Michelle Trachtenberg', 'Margot Kidder', 'Rooney Mara', 'Selena Gomez', 'Adam Campbell', 'Rubén Blades', 'Jackie Earle Haley', 'John Saxon', 'Garret Dillahunt']]
Predicted Ans:    Jackie Earle Haley
Predicted Path:   Katie Cassidy --[(INV) starred_actors]--> A Nightmare on Elm Street --[starred_actors]--> Jackie Earle Haley
Path (Raw):       Katie Cassidy --[No Operation]--> Katie Cassidy --[(INV) starred_actors]--> A Nightmare on Elm Street --[starred_actors]--> Jackie Earle Haley
Neg LogProb(↓):   0.110737
Path Entropy(↓):  0.488241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is from hell
Start Entity:     From Hell
Gold Answer:      [['Horror', 'Mystery']]
Predicted Ans:    Mystery
Predicted Path:   From Hell --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       From Hell --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   1.046643
Path Entropy(↓):  1.387913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by juliet mills
Start Entity:     Juliet Mills
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Juliet Mills --[(INV) starred_actors]--> Avanti! --[in_language]--> Italian
Path (Raw):       Juliet Mills --[No Operation]--> Juliet Mills --[(INV) starred_actors]--> Avanti! --[in_language]--> Italian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed test pilot
Start Entity:     Test Pilot
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Test Pilot --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Tortilla Flat --[in_language]--> Spanish
Path (Raw):       Test Pilot --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Tortilla Flat --[in_language]--> Spanish
Neg LogProb(↓):   0.034780
Path Entropy(↓):  0.158846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of fritz the cat
Start Entity:     Fritz the Cat
Gold Answer:      [['Scatman Crothers', 'Barry White', 'Charles Gordone']]
Predicted Ans:    Scatman Crothers
Predicted Path:   Fritz the Cat --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[starred_actors]--> Scatman Crothers
Path (Raw):       Fritz the Cat --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[starred_actors]--> Scatman Crothers
Neg LogProb(↓):   0.447870
Path Entropy(↓):  1.075060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in zookeeper
Start Entity:     Zookeeper
Gold Answer:      [['2005', '2010', '2006', '2012', '2011', '2013']]
Predicted Ans:    2012
Predicted Path:   Zookeeper --[starred_actors]--> Kevin James --[(INV) starred_actors]--> Here Comes the Boom --[release_year]--> 2012
Path (Raw):       Zookeeper --[starred_actors]--> Kevin James --[(INV) starred_actors]--> Here Comes the Boom --[release_year]--> 2012
Neg LogProb(↓):   0.036580
Path Entropy(↓):  0.178542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in jimmy hollywood
Start Entity:     Jimmy Hollywood
Gold Answer:      [['David Saperstein', 'Michael Goldenberg', 'Stephen Frears', 'Howard Franklin', 'Delmer Daves', 'Geoff Murphy', 'Taylor Hackford', 'Daniel Espinosa', 'James Signorelli', 'Martin Scorsese', 'Tony Scott', 'Richard Donner', 'Jack Sholder', 'Steven Schachter', 'Michael Lehmann', 'Chris Ver Wiel', 'John Woo', 'Allan Moyle', 'Tony Bill', 'Harvey Kahn', 'Jonathan Lynn', 'Peter Berg', 'Marc Rocco', 'Rich Cowan', 'Bruce A. Evans', 'Mikael Salomon', 'Alek Keshishian', 'Rod Lurie', 'Uwe Boll', 'Chris Columbus', 'Michael Winnick', 'Tom Schulman']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Jimmy Hollywood --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Jimmy Hollywood --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.213934
Path Entropy(↓):  0.620225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed combat girls
Start Entity:     Combat Girls
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Combat Girls --[directed_by]--> David Wnendt --[(INV) directed_by]--> Combat Girls --[in_language]--> German
Path (Raw):       Combat Girls --[directed_by]--> David Wnendt --[(INV) directed_by]--> Combat Girls --[in_language]--> German
Neg LogProb(↓):   0.009456
Path Entropy(↓):  0.053309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the savages
Start Entity:     The Savages
Gold Answer:      [['Alan Arkin', 'Marisa Tomei', 'Natasha Lyonne']]
Predicted Ans:    Marisa Tomei
Predicted Path:   The Savages --[directed_by]--> Tamara Jenkins --[(INV) directed_by]--> Slums of Beverly Hills --[starred_actors]--> Marisa Tomei
Path (Raw):       The Savages --[directed_by]--> Tamara Jenkins --[(INV) directed_by]--> Slums of Beverly Hills --[starred_actors]--> Marisa Tomei
Neg LogProb(↓):   0.059889
Path Entropy(↓):  0.265303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film tarzan and the lost city
Start Entity:     Tarzan and the Lost City
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Adventure
Predicted Path:   Tarzan and the Lost City --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Tarzan and the Lost City --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.759696
Path Entropy(↓):  2.760695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with all the light in the sky fall under
Start Entity:     All the Light in the Sky
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   All the Light in the Sky --[written_by]--> Joe Swanberg --[(INV) written_by]--> Happy Christmas --[has_genre]--> Drama
Path (Raw):       All the Light in the Sky --[written_by]--> Joe Swanberg --[(INV) written_by]--> Happy Christmas --[has_genre]--> Drama
Neg LogProb(↓):   0.078610
Path Entropy(↓):  0.269440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with appointment with death in
Start Entity:     Appointment with Death
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Appointment with Death --[starred_actors]--> John Gielgud --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Path (Raw):       Appointment with Death --[starred_actors]--> John Gielgud --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Neg LogProb(↓):   0.495763
Path Entropy(↓):  1.037127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by peter gevisser release
Start Entity:     Peter Gevisser
Gold Answer:      [['1971', '2011', '2005']]
Predicted Ans:    2005
Predicted Path:   Peter Gevisser --[(INV) starred_actors]--> Love --[release_year]--> 2005
Path (Raw):       Peter Gevisser --[No Operation]--> Peter Gevisser --[(INV) starred_actors]--> Love --[release_year]--> 2005
Neg LogProb(↓):   0.751377
Path Entropy(↓):  1.018966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by mystro clark
Start Entity:     Mystro Clark
Gold Answer:      [['Anthony Hickox']]
Predicted Ans:    Anthony Hickox
Predicted Path:   Mystro Clark --[(INV) starred_actors]--> Storm Catcher --[directed_by]--> Anthony Hickox
Path (Raw):       Mystro Clark --[No Operation]--> Mystro Clark --[(INV) starred_actors]--> Storm Catcher --[directed_by]--> Anthony Hickox
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the looking for comedy in the muslim world director
Start Entity:     Looking for Comedy in the Muslim World
Gold Answer:      [['Albert Brooks', 'Monica Mcgowan Johnson']]
Predicted Ans:    Albert Brooks
Predicted Path:   Looking for Comedy in the Muslim World --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[written_by]--> Albert Brooks
Path (Raw):       Looking for Comedy in the Muslim World --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[written_by]--> Albert Brooks
Neg LogProb(↓):   0.290052
Path Entropy(↓):  0.810022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the song of sparrows were directed by who
Start Entity:     The Song of Sparrows
Gold Answer:      [['Majid Majidi']]
Predicted Ans:    Majid Majidi
Predicted Path:   The Song of Sparrows --[written_by]--> Majid Majidi --[(INV) written_by]--> The Color of Paradise --[directed_by]--> Majid Majidi
Path (Raw):       The Song of Sparrows --[written_by]--> Majid Majidi --[(INV) written_by]--> The Color of Paradise --[directed_by]--> Majid Majidi
Neg LogProb(↓):   0.235726
Path Entropy(↓):  0.746764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what the challenge is about
Start Entity:     The Challenge
Gold Answer:      [['john frankenheimer']]
Predicted Ans:    john frankenheimer
Predicted Path:   The Challenge --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Path (Raw):       The Challenge --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Neg LogProb(↓):   0.072458
Path Entropy(↓):  0.282582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by signs of life writers release
Start Entity:     Signs of Life
Gold Answer:      [['1980', '1970', '2003', '1992', '2006', '1979', '1974', '1984', '1977', '2007', '2010', '2004', '1982', '1976', '1972', '1971', '2001', '2000', '1997', '2005', '1987', '1986']]
Predicted Ans:    1979
Predicted Path:   Signs of Life --[written_by]--> Werner Herzog --[(INV) written_by]--> Nosferatu the Vampyre --[release_year]--> 1979
Path (Raw):       Signs of Life --[written_by]--> Werner Herzog --[(INV) written_by]--> Nosferatu the Vampyre --[release_year]--> 1979
Neg LogProb(↓):   1.303919
Path Entropy(↓):  2.539776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by owen frawley kildare
Start Entity:     Owen Frawley Kildare
Gold Answer:      [['Raoul Walsh']]
Predicted Ans:    Raoul Walsh
Predicted Path:   Owen Frawley Kildare --[(INV) written_by]--> Regeneration --[directed_by]--> Raoul Walsh
Path (Raw):       Owen Frawley Kildare --[No Operation]--> Owen Frawley Kildare --[(INV) written_by]--> Regeneration --[directed_by]--> Raoul Walsh
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of room for one more
Start Entity:     Room for One More
Gold Answer:      [['Mark Twain', 'Nelson Gidding', 'Ernst Lubitsch', 'Guy Bolton', 'Eleanore Griffin', 'John V.A. Weaver', 'John Meehan', 'Dore Schary', 'Sidney Sheldon', 'Sam Mintz', 'Don Marquis', 'Percy Crosby', 'Weldon Hill', 'Robert Hardy Andrews', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Dorothy Cooper']]
Predicted Ans:    John Meehan
Predicted Path:   Room for One More --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[written_by]--> John Meehan
Path (Raw):       Room for One More --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[written_by]--> John Meehan
Neg LogProb(↓):   0.273614
Path Entropy(↓):  0.913529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of blood from the mummy's tomb
Start Entity:     Blood from the Mummy's Tomb
Gold Answer:      [['1988', '1980', '1970', '2012', '1936', '2014', '1979', '1922', '2011', '1931']]
Predicted Ans:    1988
Predicted Path:   Blood from the Mummy's Tomb --[written_by]--> Bram Stoker --[(INV) written_by]--> The Lair of the White Worm --[release_year]--> 1988
Path (Raw):       Blood from the Mummy's Tomb --[written_by]--> Bram Stoker --[(INV) written_by]--> The Lair of the White Worm --[release_year]--> 1988
Neg LogProb(↓):   1.141515
Path Entropy(↓):  1.870628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie senna starred who
Start Entity:     Senna
Gold Answer:      [['Ayrton Senna', 'Alain Prost']]
Predicted Ans:    Ayrton Senna
Predicted Path:   Senna --[starred_actors]--> Alain Prost --[(INV) starred_actors]--> Senna --[starred_actors]--> Ayrton Senna
Path (Raw):       Senna --[starred_actors]--> Alain Prost --[(INV) starred_actors]--> Senna --[starred_actors]--> Ayrton Senna
Neg LogProb(↓):   1.260085
Path Entropy(↓):  1.378319
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did john houseman write the story for
Start Entity:     John Houseman
Gold Answer:      [['Jane Eyre']]
Predicted Ans:    Jane Eyre
Predicted Path:   John Houseman --[(INV) written_by]--> Jane Eyre --[written_by]--> Charlotte Brontë --[(INV) written_by]--> Jane Eyre
Path (Raw):       John Houseman --[(INV) written_by]--> Jane Eyre --[written_by]--> Charlotte Brontë --[(INV) written_by]--> Jane Eyre
Neg LogProb(↓):   2.772653
Path Entropy(↓):  2.773209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in my new gun
Start Entity:     My New Gun
Gold Answer:      [['2008', '2003', '2006', '1979', '1984', '1951', '2010', '1982', '1983', '1995', '2001', '1990', '1996', '2002', '2011', '2013', '2000', '1997', '2005', '1999', '1987']]
Predicted Ans:    1984
Predicted Path:   My New Gun --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Path (Raw):       My New Gun --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Neg LogProb(↓):   0.989317
Path Entropy(↓):  1.953474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in shakes the clown
Start Entity:     Shakes the Clown
Gold Answer:      [['Hugh Wilson', 'Ken Loach']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Shakes the Clown --[starred_actors]--> Bobcat Goldthwait --[(INV) starred_actors]--> Burglar --[directed_by]--> Hugh Wilson
Path (Raw):       Shakes the Clown --[starred_actors]--> Bobcat Goldthwait --[(INV) starred_actors]--> Burglar --[directed_by]--> Hugh Wilson
Neg LogProb(↓):   0.012467
Path Entropy(↓):  0.067717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of pedro armendariz acted films
Start Entity:     Pedro Armendáriz
Gold Answer:      [['Dick Powell']]
Predicted Ans:    Dick Powell
Predicted Path:   Pedro Armendáriz --[(INV) starred_actors]--> The Conqueror --[directed_by]--> Dick Powell
Path (Raw):       Pedro Armendáriz --[No Operation]--> Pedro Armendáriz --[(INV) starred_actors]--> The Conqueror --[directed_by]--> Dick Powell
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed chance pe dance
Start Entity:     Chance Pe Dance
Gold Answer:      [['Ken Ghosh']]
Predicted Ans:    Ken Ghosh
Predicted Path:   Chance Pe Dance --[directed_by]--> Ken Ghosh --[(INV) directed_by]--> Chance Pe Dance --[directed_by]--> Ken Ghosh
Path (Raw):       Chance Pe Dance --[directed_by]--> Ken Ghosh --[(INV) directed_by]--> Chance Pe Dance --[directed_by]--> Ken Ghosh
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by elevator to the gallows actors
Start Entity:     Elevator to the Gallows
Gold Answer:      [['Jacques Demy', 'William Shakespeare', 'François Truffaut', 'Cornell Woolrich', 'Pierre Drieu La Rochelle', 'Karen Blixen', 'Benoît Jacquot', 'F. Scott Fitzgerald', 'Jacques Deray', 'Franz Kafka', 'Raphael Holinshed', 'Octave Mirbeau', 'Louis Malle', 'Frank Davis', 'Franklin Coen', 'Rose Valland', 'Michelangelo Antonioni', 'James Hadley Chase', 'Harold Pinter', 'Orson Welles', 'Luis Buñuel']]
Predicted Ans:    William Shakespeare
Predicted Path:   Elevator to the Gallows --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> William Shakespeare
Path (Raw):       Elevator to the Gallows --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.685432
Path Entropy(↓):  1.215961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by helen gurley brown
Start Entity:     Helen Gurley Brown
Gold Answer:      [['Richard Quine']]
Predicted Ans:    Richard Quine
Predicted Path:   Helen Gurley Brown --[(INV) written_by]--> Sex and the Single Girl --[directed_by]--> Richard Quine
Path (Raw):       Helen Gurley Brown --[No Operation]--> Helen Gurley Brown --[(INV) written_by]--> Sex and the Single Girl --[directed_by]--> Richard Quine
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film enter the ninja were in which genres
Start Entity:     Enter the Ninja
Gold Answer:      [['Western', 'Thriller']]
Predicted Ans:    Western
Predicted Path:   Enter the Ninja --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Django --[has_genre]--> Western
Path (Raw):       Enter the Ninja --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Django --[has_genre]--> Western
Neg LogProb(↓):   0.273413
Path Entropy(↓):  0.558965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote cypher
Start Entity:     Cypher
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Cypher --[written_by]--> Brian King --[(INV) written_by]--> Haunter --[release_year]--> 2013
Path (Raw):       Cypher --[written_by]--> Brian King --[(INV) written_by]--> Haunter --[release_year]--> 2013
Neg LogProb(↓):   0.150260
Path Entropy(↓):  0.404084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter clayton jacobson wrote films together with who
Start Entity:     Clayton Jacobson
Gold Answer:      [['Shane Jacobson']]
Predicted Ans:    Clayton Jacobson
Predicted Path:   Clayton Jacobson --[(INV) written_by]--> Kenny --[written_by]--> Clayton Jacobson
Path (Raw):       Clayton Jacobson --[No Operation]--> Clayton Jacobson --[(INV) written_by]--> Kenny --[written_by]--> Clayton Jacobson
Neg LogProb(↓):   0.004809
Path Entropy(↓):  0.030401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film trust
Start Entity:     Trust
Gold Answer:      [['Art Linson', 'Michel Papet', 'Jacques Maillot', 'Alfonso Cuarón', 'Rebecca Miller', 'Chris Sanders', 'Guillaume Canet', 'James Gray', 'Sam Shepard', 'James Siegel', 'Don Roos', 'David Franzoni', 'Robert Ludlum', 'Nicole Holofcener', 'Richard LaGravenese', 'Stephen Poliakoff', 'Michael Davis', 'Tony Gilroy', 'Andrew Fleming', 'Hal Hartley', 'Simon Carr', 'Patrick Marber', 'Pam Brady', 'Alan Spencer', 'Mark Duplass', 'Ranulph Fiennes', 'Russell Gewirtz', 'Tom DiCillo']]
Predicted Ans:    Russell Gewirtz
Predicted Path:   Trust --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Path (Raw):       Trust --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> Inside Man --[written_by]--> Russell Gewirtz
Neg LogProb(↓):   0.537742
Path Entropy(↓):  1.098364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie naked killer are directed by who
Start Entity:     Naked Killer
Gold Answer:      [['Johnnie To', 'Wilson Yip', 'Alexander Payne', 'Christopher Smith', 'John Woo', 'Alex Law', 'Ringo Lam']]
Predicted Ans:    Johnnie To
Predicted Path:   Naked Killer --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Path (Raw):       Naked Killer --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Neg LogProb(↓):   0.018631
Path Entropy(↓):  0.104360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did robert lee king direct
Start Entity:     Robert Lee King
Gold Answer:      [['Psycho Beach Party']]
Predicted Ans:    Psycho Beach Party
Predicted Path:   Robert Lee King --[(INV) directed_by]--> Psycho Beach Party --[directed_by]--> Robert Lee King --[(INV) directed_by]--> Psycho Beach Party
Path (Raw):       Robert Lee King --[(INV) directed_by]--> Psycho Beach Party --[directed_by]--> Robert Lee King --[(INV) directed_by]--> Psycho Beach Party
Neg LogProb(↓):   0.000373
Path Entropy(↓):  0.003314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film moon
Start Entity:     Moon
Gold Answer:      [['Ben Ripley']]
Predicted Ans:    Duncan Jones
Predicted Path:   Moon --[directed_by]--> Duncan Jones --[(INV) directed_by]--> Moon --[written_by]--> Duncan Jones
Path (Raw):       Moon --[directed_by]--> Duncan Jones --[(INV) directed_by]--> Moon --[written_by]--> Duncan Jones
Neg LogProb(↓):   0.418713
Path Entropy(↓):  0.642882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film a cat in paris was directed by who
Start Entity:     A Cat in Paris
Gold Answer:      [['Alain Gagnol']]
Predicted Ans:    Alain Gagnol
Predicted Path:   A Cat in Paris --[directed_by]--> Alain Gagnol --[(INV) directed_by]--> A Cat in Paris --[directed_by]--> Alain Gagnol
Path (Raw):       A Cat in Paris --[directed_by]--> Alain Gagnol --[(INV) directed_by]--> A Cat in Paris --[directed_by]--> Alain Gagnol
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote i am love
Start Entity:     I Am Love
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   I Am Love --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P. --[has_genre]--> Drama
Path (Raw):       I Am Love --[written_by]--> Luca Guadagnino --[(INV) written_by]--> Melissa P. --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by keeper of the flame screenwriters
Start Entity:     Keeper of the Flame
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   Keeper of the Flame --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[has_genre]--> Musical
Path (Raw):       Keeper of the Flame --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[has_genre]--> Musical
Neg LogProb(↓):   1.290092
Path Entropy(↓):  1.970413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of you've got mail
Start Entity:     You've Got Mail
Gold Answer:      [['Judy Garland', 'Steve Martin', 'Van Johnson', 'James Stewart', 'Meg Ryan', 'Phyllis Thaxter', 'Jack Nicholson', 'America Ferrera', 'Anthony LaPaglia', 'John Travolta', 'S.Z. Sakall', 'Dan Dailey', 'Will Ferrell', 'Gaby Hoffmann', 'Meryl Streep', 'Nicole Kidman', 'Jeff Daniels', 'William Hurt', 'Samantha Mathis', 'Carrie Fisher', 'Billy Crystal', 'Rick Moranis', 'Betty Grable', 'Frank Morgan', 'Edmund Gwenn', 'Tom Hanks', 'Julie Kavner', 'Amber Tamblyn', 'Joseph Schildkraut', 'Alexis Bledel', 'Joan Cusack', 'Bob Hoskins', 'Margaret Sullavan', 'Madeline Kahn', 'Andie MacDowell']]
Predicted Ans:    Tom Hanks
Predicted Path:   You've Got Mail --[written_by]--> Nora Ephron --[(INV) written_by]--> You've Got Mail --[starred_actors]--> Tom Hanks
Path (Raw):       You've Got Mail --[written_by]--> Nora Ephron --[(INV) written_by]--> You've Got Mail --[starred_actors]--> Tom Hanks
Neg LogProb(↓):   0.521770
Path Entropy(↓):  1.200093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of there goes my baby
Start Entity:     There Goes My Baby
Gold Answer:      [['The Hollywood Knights']]
Predicted Ans:    The Hollywood Knights
Predicted Path:   There Goes My Baby --[directed_by]--> Floyd Mutrux --[(INV) directed_by]--> The Hollywood Knights
Path (Raw):       There Goes My Baby --[directed_by]--> Floyd Mutrux --[(INV) directed_by]--> The Hollywood Knights --[No Operation]--> The Hollywood Knights
Neg LogProb(↓):   0.714943
Path Entropy(↓):  1.206882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie excess baggage are written by who
Start Entity:     Excess Baggage
Gold Answer:      [['Richard Prince', 'Matthew Barney']]
Predicted Ans:    Matthew Barney
Predicted Path:   Excess Baggage --[directed_by]--> Marco Brambilla --[(INV) directed_by]--> Destricted --[written_by]--> Matthew Barney
Path (Raw):       Excess Baggage --[directed_by]--> Marco Brambilla --[(INV) directed_by]--> Destricted --[written_by]--> Matthew Barney
Neg LogProb(↓):   0.002675
Path Entropy(↓):  0.021475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film escape to witch mountain were in which genres
Start Entity:     Escape to Witch Mountain
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Escape to Witch Mountain --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus --[has_genre]--> Horror
Path (Raw):       Escape to Witch Mountain --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus --[has_genre]--> Horror
Neg LogProb(↓):   0.021493
Path Entropy(↓):  0.119710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the long ships is also the director of which films
Start Entity:     The Long Ships
Gold Answer:      [['My Geisha', 'Sons and Lovers', 'Dark of the Sun', 'Young Cassidy']]
Predicted Ans:    Young Cassidy
Predicted Path:   The Long Ships --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> Young Cassidy
Path (Raw):       The Long Ships --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> Young Cassidy --[No Operation]--> Young Cassidy
Neg LogProb(↓):   0.091118
Path Entropy(↓):  0.394053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed movies with megan griffiths
Start Entity:     Megan Griffiths
Gold Answer:      [['Michael Hofmann']]
Predicted Ans:    Megan Griffiths
Predicted Path:   Megan Griffiths --[(INV) directed_by]--> Eden --[directed_by]--> Megan Griffiths
Path (Raw):       Megan Griffiths --[No Operation]--> Megan Griffiths --[(INV) directed_by]--> Eden --[directed_by]--> Megan Griffiths
Neg LogProb(↓):   0.012403
Path Entropy(↓):  0.072704
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films are about michael j. fox
Start Entity:     michael j. fox
Gold Answer:      [['Midnight Madness', 'The Hard Way', 'Teen Wolf', 'Back to the Future', 'The Frighteners', 'Stuart Little 2', 'Back to the Future Part III', 'Doc Hollywood', 'Greedy', 'Mars Attacks!', 'For Love or Money', 'Stuart Little', 'Back to the Future Part II', 'Life with Mikey']]
Predicted Ans:    For Love or Money
Predicted Path:   michael j. fox --[(INV) has_tags]--> Life with Mikey --[has_tags]--> michael j. fox --[(INV) has_tags]--> For Love or Money
Path (Raw):       michael j. fox --[(INV) has_tags]--> Life with Mikey --[has_tags]--> michael j. fox --[(INV) has_tags]--> For Love or Money
Neg LogProb(↓):   1.192005
Path Entropy(↓):  2.112156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by christopher lee
Start Entity:     Christopher Lee
Gold Answer:      [['Rodney Gibbons', 'Robin Hardy', 'Jesús Franco', 'Alan Gibson', 'John Gilling', 'Gordon Hessler', 'Roy Ward Baker', 'Karl Freund', 'Steve Carver', 'Peter Sykes', 'Terence Fisher', 'John Llewellyn Moxey', 'Stephen Sommers', 'Don Sharp', 'Peter Sasdy', 'Freddie Francis', 'Jeremy Summers', 'Guy Hamilton', 'Peter Duffell', 'Neil LaBute', 'Antti Jokinen', 'Sidney Lanfield', 'Fraser Clarke Heston', 'Eugenio Martín']]
Predicted Ans:    Terence Fisher
Predicted Path:   Christopher Lee --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Terence Fisher
Path (Raw):       Christopher Lee --[No Operation]--> Christopher Lee --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Terence Fisher
Neg LogProb(↓):   0.518063
Path Entropy(↓):  1.207251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by gemma chan in
Start Entity:     Gemma Chan
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Gemma Chan --[(INV) starred_actors]--> Exam --[has_genre]--> Thriller
Path (Raw):       Gemma Chan --[No Operation]--> Gemma Chan --[(INV) starred_actors]--> Exam --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for cactus flower
Start Entity:     Cactus Flower
Gold Answer:      [['Gene Saks']]
Predicted Ans:    Gene Saks
Predicted Path:   Cactus Flower --[directed_by]--> Gene Saks --[(INV) directed_by]--> Cactus Flower --[directed_by]--> Gene Saks
Path (Raw):       Cactus Flower --[directed_by]--> Gene Saks --[(INV) directed_by]--> Cactus Flower --[directed_by]--> Gene Saks
Neg LogProb(↓):   0.418044
Path Entropy(↓):  0.686036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by laura wade
Start Entity:     Laura Wade
Gold Answer:      [['Max Irons']]
Predicted Ans:    Max Irons
Predicted Path:   Laura Wade --[(INV) written_by]--> The Riot Club --[starred_actors]--> Max Irons
Path (Raw):       Laura Wade --[No Operation]--> Laura Wade --[(INV) written_by]--> The Riot Club --[starred_actors]--> Max Irons
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie downloaded were in which genres
Start Entity:     Downloaded
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Downloaded --[written_by]--> Alex Winter --[(INV) written_by]--> Fever --[has_genre]--> Thriller
Path (Raw):       Downloaded --[written_by]--> Alex Winter --[(INV) written_by]--> Fever --[has_genre]--> Thriller
Neg LogProb(↓):   0.173088
Path Entropy(↓):  0.440562
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
A dog's breakfast is a film written by this person
Start Entity:     A Dog's Breakfast
Gold Answer:      [['Jane Loughman', 'David Hewlett']]
Predicted Ans:    Jane Loughman
Predicted Path:   A Dog's Breakfast --[written_by]--> Jane Loughman --[(INV) written_by]--> A Dog's Breakfast --[written_by]--> Jane Loughman
Path (Raw):       A Dog's Breakfast --[written_by]--> Jane Loughman --[(INV) written_by]--> A Dog's Breakfast --[written_by]--> Jane Loughman
Neg LogProb(↓):   0.466083
Path Entropy(↓):  0.782598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by dwayne johnson in
Start Entity:     Dwayne Johnson
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Dwayne Johnson --[(INV) starred_actors]--> Hercules --[has_genre]--> Adventure
Path (Raw):       Dwayne Johnson --[No Operation]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[has_genre]--> Adventure
Neg LogProb(↓):   0.065795
Path Entropy(↓):  0.252729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film one tough cop
Start Entity:     One Tough Cop
Gold Answer:      [['Bruno Barreto', 'Leopoldo Serran', 'Jim Harrison', 'Jorge Amado', 'Eduardo Coutinho', 'Anne Nelson']]
Predicted Ans:    Bo Dietl
Predicted Path:   One Tough Cop --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> One Tough Cop --[written_by]--> Bo Dietl
Path (Raw):       One Tough Cop --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> One Tough Cop --[written_by]--> Bo Dietl
Neg LogProb(↓):   0.417438
Path Entropy(↓):  1.085792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of chris sanders written movies
Start Entity:     Chris Sanders
Gold Answer:      [['Dean DeBlois', 'Barry Cook', 'Tony Bancroft']]
Predicted Ans:    Dean DeBlois
Predicted Path:   Chris Sanders --[(INV) directed_by]--> How to Train Your Dragon --[directed_by]--> Dean DeBlois
Path (Raw):       Chris Sanders --[No Operation]--> Chris Sanders --[(INV) directed_by]--> How to Train Your Dragon --[directed_by]--> Dean DeBlois
Neg LogProb(↓):   0.675093
Path Entropy(↓):  1.042651
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did dean jennings write
Start Entity:     Dean Jennings
Gold Answer:      [['Bugsy']]
Predicted Ans:    Bugsy
Predicted Path:   Dean Jennings --[(INV) written_by]--> Bugsy --[written_by]--> Dean Jennings --[(INV) written_by]--> Bugsy
Path (Raw):       Dean Jennings --[(INV) written_by]--> Bugsy --[written_by]--> Dean Jennings --[(INV) written_by]--> Bugsy
Neg LogProb(↓):   0.466820
Path Entropy(↓):  0.660537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the song of sparrows director
Start Entity:     The Song of Sparrows
Gold Answer:      [['Majid Majidi']]
Predicted Ans:    Majid Majidi
Predicted Path:   The Song of Sparrows --[directed_by]--> Majid Majidi --[(INV) directed_by]--> The Color of Paradise --[written_by]--> Majid Majidi
Path (Raw):       The Song of Sparrows --[directed_by]--> Majid Majidi --[(INV) directed_by]--> The Color of Paradise --[written_by]--> Majid Majidi
Neg LogProb(↓):   0.095133
Path Entropy(↓):  0.415068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of deadly voyage starred who
Start Entity:     Deadly Voyage
Gold Answer:      [['Christien Anholt', 'Guinevere Turner', 'Tom Bell']]
Predicted Ans:    Christien Anholt
Predicted Path:   Deadly Voyage --[written_by]--> Stuart Urban --[(INV) written_by]--> Preaching to the Perverted --[starred_actors]--> Christien Anholt
Path (Raw):       Deadly Voyage --[written_by]--> Stuart Urban --[(INV) written_by]--> Preaching to the Perverted --[starred_actors]--> Christien Anholt
Neg LogProb(↓):   0.003835
Path Entropy(↓):  0.025533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of orfeu
Start Entity:     Orfeu
Gold Answer:      [['2003']]
Predicted Ans:    1999
Predicted Path:   Orfeu --[directed_by]--> Carlos Diegues --[(INV) directed_by]--> Orfeu --[release_year]--> 1999
Path (Raw):       Orfeu --[directed_by]--> Carlos Diegues --[(INV) directed_by]--> Orfeu --[release_year]--> 1999
Neg LogProb(↓):   0.119831
Path Entropy(↓):  0.352605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films written by dan sterling fall under
Start Entity:     Dan Sterling
Gold Answer:      [['Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Dan Sterling --[(INV) written_by]--> The Interview --[has_genre]--> Comedy
Path (Raw):       Dan Sterling --[No Operation]--> Dan Sterling --[(INV) written_by]--> The Interview --[has_genre]--> Comedy
Neg LogProb(↓):   0.050316
Path Entropy(↓):  0.216269
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by sylvie verheyde
Start Entity:     Sylvie Verheyde
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sylvie Verheyde --[(INV) written_by]--> Stella --[in_language]--> French
Path (Raw):       Sylvie Verheyde --[No Operation]--> Sylvie Verheyde --[(INV) written_by]--> Stella --[in_language]--> French
Neg LogProb(↓):   0.006587
Path Entropy(↓):  0.039539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by wise guys actors
Start Entity:     Wise Guys
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Wise Guys --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Clockers --[has_genre]--> Drama
Path (Raw):       Wise Guys --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Clockers --[has_genre]--> Drama
Neg LogProb(↓):   1.331810
Path Entropy(↓):  2.353087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by bob swaim starred which actors
Start Entity:     Bob Swaim
Gold Answer:      [['Patrick Kavanagh', 'Sigourney Weaver', 'Michael Caine']]
Predicted Ans:    Sigourney Weaver
Predicted Path:   Bob Swaim --[(INV) written_by]--> Half Moon Street --[starred_actors]--> Sigourney Weaver
Path (Raw):       Bob Swaim --[No Operation]--> Bob Swaim --[(INV) written_by]--> Half Moon Street --[starred_actors]--> Sigourney Weaver
Neg LogProb(↓):   0.168127
Path Entropy(↓):  0.434233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by harvey fergusson
Start Entity:     Harvey Fergusson
Gold Answer:      [['Helen Broderick', 'Cary Grant', 'Robert Taylor', 'Florence Rice', 'Randolph Scott', 'Nancy Carroll', 'Wallace Beery']]
Predicted Ans:    Wallace Beery
Predicted Path:   Harvey Fergusson --[(INV) written_by]--> Stand Up and Fight --[starred_actors]--> Wallace Beery
Path (Raw):       Harvey Fergusson --[No Operation]--> Harvey Fergusson --[(INV) written_by]--> Stand Up and Fight --[starred_actors]--> Wallace Beery
Neg LogProb(↓):   0.160096
Path Entropy(↓):  0.419128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed center stage
Start Entity:     Center Stage
Gold Answer:      [['Alan Bennett', 'Arthur Miller', 'Wendy Wasserstein', 'Stephen McCauley']]
Predicted Ans:    Nicholas Hytner
Predicted Path:   Center Stage --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> The Object of My Affection --[directed_by]--> Nicholas Hytner
Path (Raw):       Center Stage --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> The Object of My Affection --[directed_by]--> Nicholas Hytner
Neg LogProb(↓):   0.116748
Path Entropy(↓):  0.462773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of the delta force starred who
Start Entity:     The Delta Force
Gold Answer:      [['Crispin Glover', 'Vanessa Redgrave', 'Peter Lorre', 'Catherine Mary Stewart', 'Allan Love']]
Predicted Ans:    Peter Lorre
Predicted Path:   The Delta Force --[written_by]--> Menahem Golan --[(INV) written_by]--> Crime and Punishment --[starred_actors]--> Peter Lorre
Path (Raw):       The Delta Force --[written_by]--> Menahem Golan --[(INV) written_by]--> Crime and Punishment --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.062930
Path Entropy(↓):  0.292308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by jimmy zeilinger
Start Entity:     Jimmy Zeilinger
Gold Answer:      [['Little Sister']]
Predicted Ans:    Little Sister
Predicted Path:   Jimmy Zeilinger --[(INV) written_by]--> Little Sister --[written_by]--> Jimmy Zeilinger --[(INV) written_by]--> Little Sister
Path (Raw):       Jimmy Zeilinger --[(INV) written_by]--> Little Sister --[written_by]--> Jimmy Zeilinger --[(INV) written_by]--> Little Sister
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by courtney bell were written by who
Start Entity:     Courtney Bell
Gold Answer:      [['Mike Flanagan']]
Predicted Ans:    Mike Flanagan
Predicted Path:   Courtney Bell --[(INV) starred_actors]--> Absentia --[written_by]--> Mike Flanagan
Path (Raw):       Courtney Bell --[No Operation]--> Courtney Bell --[(INV) starred_actors]--> Absentia --[written_by]--> Mike Flanagan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the road to hong kong
Start Entity:     The Road to Hong Kong
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   The Road to Hong Kong --[release_year]--> 1962 --[(INV) release_year]--> A Kind of Loving --[release_year]--> 1962
Path (Raw):       The Road to Hong Kong --[release_year]--> 1962 --[(INV) release_year]--> A Kind of Loving --[release_year]--> 1962
Neg LogProb(↓):   2.479917
Path Entropy(↓):  3.911971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for five weeks in a balloon
Start Entity:     Five Weeks in a Balloon
Gold Answer:      [['Jules Verne', 'Irwin Allen']]
Predicted Ans:    Jules Verne
Predicted Path:   Five Weeks in a Balloon --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne
Path (Raw):       Five Weeks in a Balloon --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne
Neg LogProb(↓):   0.517166
Path Entropy(↓):  0.988038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the formula
Start Entity:     The Formula
Gold Answer:      [['Richard Boone', 'Mike Nichols', 'Franco Zeffirelli', 'Delmer Daves', 'Norman Panama', 'David Lynch', 'Lewis Milestone', 'Peter Medak', 'Irvin Kershner', 'Otto Preminger', 'Stanley Kramer', 'Mario Bava', 'Glenn Jordan', 'William Peter Blatty', 'George C. Scott', 'Delbert Mann', 'Richard Stanley', 'Lewis Gilbert', 'Uli Edel', 'Humphrey Jennings', 'Robert Wise', 'Daniel Mann', 'Clive Donner', 'Richard Fleischer', 'John Erman', 'Cary Fukunaga', 'James Toback', 'Roman Polanski', 'Alain Resnais', 'Sally Potter', 'Frank Lloyd', 'Harold Becker', 'Robert Rossen', 'Bernardo Bertolucci', 'Stanley Donen', 'Andrew Bergman', 'Sidney Lumet', 'Richard Lester', 'Joseph L. Mankiewicz', 'David Lean', 'Carol Reed', 'Steve Gordon', 'Sam Taylor', 'Karl Malden', 'Christian Marquand', 'Bernhard Wicki', 'Franklin J. Schaffner', 'Francis Ford Coppola', 'Michael Winner', 'Fred C. Newmeyer', 'Paul Schrader', 'Alfred Hitchcock', 'Tinto Brass', 'Arthur Penn', 'Frank Oz', 'Ralph Levy', 'Elia Kazan', 'Arthur Hiller', 'Edward Dmytryk', 'Peter Glenville', 'Paco Cabezas', 'John Huston', 'Marlon Brando', 'Peter Greenaway', 'Jack Hofsiss', 'Richard Donner', 'Sidney J. Furie', 'Bob Guccione', 'Giancarlo Lui', 'Henry Koster', 'Claude Lelouch', 'John Frankenheimer', 'Johnny Depp', 'Don Taylor', 'Joshua Logan', 'Neil Armfield', 'Robert Zemeckis', 'Gillo Pontecorvo', 'Jason Winer', 'Fred Zinnemann', 'Orson Welles', 'Robert Stevenson', 'Jeremy Leven']]
Predicted Ans:    Robert Rossen
Predicted Path:   The Formula --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hustler --[directed_by]--> Robert Rossen
Path (Raw):       The Formula --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hustler --[directed_by]--> Robert Rossen
Neg LogProb(↓):   0.919538
Path Entropy(↓):  2.316308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the a yank in the r. a. f. director
Start Entity:     A Yank in the R.A.F.
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Adventure', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   A Yank in the R.A.F. --[directed_by]--> Henry King --[(INV) directed_by]--> Captain from Castile --[has_genre]--> Adventure
Path (Raw):       A Yank in the R.A.F. --[directed_by]--> Henry King --[(INV) directed_by]--> Captain from Castile --[has_genre]--> Adventure
Neg LogProb(↓):   0.524506
Path Entropy(↓):  1.336076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by eric nicholas
Start Entity:     Eric Nicholas
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Eric Nicholas --[(INV) directed_by]--> Alone with Her --[release_year]--> 2006
Path (Raw):       Eric Nicholas --[No Operation]--> Eric Nicholas --[(INV) directed_by]--> Alone with Her --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with robert krause
Start Entity:     Robert Krause
Gold Answer:      [['Florian Puchert']]
Predicted Ans:    Florian Puchert
Predicted Path:   Robert Krause --[(INV) written_by]--> Blood Trails --[written_by]--> Florian Puchert
Path (Raw):       Robert Krause --[No Operation]--> Robert Krause --[(INV) written_by]--> Blood Trails --[written_by]--> Florian Puchert
Neg LogProb(↓):   0.687260
Path Entropy(↓):  0.693130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about ralph nader
Start Entity:     ralph nader
Gold Answer:      [['An Unreasonable Man']]
Predicted Ans:    An Unreasonable Man
Predicted Path:   ralph nader --[(INV) has_tags]--> An Unreasonable Man --[has_tags]--> ralph nader --[(INV) has_tags]--> An Unreasonable Man
Path (Raw):       ralph nader --[(INV) has_tags]--> An Unreasonable Man --[has_tags]--> ralph nader --[(INV) has_tags]--> An Unreasonable Man
Neg LogProb(↓):   0.000535
Path Entropy(↓):  0.004562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a special day were in which genres
Start Entity:     A Special Day
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Special Day --[directed_by]--> Ettore Scola --[(INV) directed_by]--> Unfair Competition --[has_genre]--> Drama
Path (Raw):       A Special Day --[directed_by]--> Ettore Scola --[(INV) directed_by]--> Unfair Competition --[has_genre]--> Drama
Neg LogProb(↓):   0.779300
Path Entropy(↓):  1.152893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by austin green
Start Entity:     Austin Green
Gold Answer:      [['Jerrold I. Zinnamon', 'Lewis Simeon']]
Predicted Ans:    Lewis Simeon
Predicted Path:   Austin Green --[(INV) starred_actors]--> Ring of Terror --[written_by]--> Lewis Simeon
Path (Raw):       Austin Green --[No Operation]--> Austin Green --[(INV) starred_actors]--> Ring of Terror --[written_by]--> Lewis Simeon
Neg LogProb(↓):   0.002863
Path Entropy(↓):  0.019600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by madonna release
Start Entity:     Madonna
Gold Answer:      [['2000', '1992', '1989', '1993', '1996', '1985', '2002', '1987', '1986', '1974']]
Predicted Ans:    2000
Predicted Path:   Madonna --[(INV) starred_actors]--> The Next Best Thing --[release_year]--> 2000
Path (Raw):       Madonna --[No Operation]--> Madonna --[(INV) starred_actors]--> The Next Best Thing --[release_year]--> 2000
Neg LogProb(↓):   1.186606
Path Entropy(↓):  1.857522
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie around the block were in which languages
Start Entity:     Around the Block
Gold Answer:      [['French']]
Predicted Ans:    Tim Burton
Predicted Path:   Around the Block --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[directed_by]--> Tim Burton
Path (Raw):       Around the Block --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.460795
Path Entropy(↓):  1.016084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor greyson chadwick appeared in the same movie with who
Start Entity:     Greyson Chadwick
Gold Answer:      [['Chandler Darby', 'Carissa Capobianco', 'Jared Kusnitz']]
Predicted Ans:    Jared Kusnitz
Predicted Path:   Greyson Chadwick --[(INV) starred_actors]--> Dance of the Dead --[starred_actors]--> Jared Kusnitz
Path (Raw):       Greyson Chadwick --[No Operation]--> Greyson Chadwick --[(INV) starred_actors]--> Dance of the Dead --[starred_actors]--> Jared Kusnitz
Neg LogProb(↓):   0.137840
Path Entropy(↓):  0.393107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did noel black write
Start Entity:     Noel Black
Gold Answer:      [['Mischief']]
Predicted Ans:    Mischief
Predicted Path:   Noel Black --[(INV) written_by]--> Mischief --[written_by]--> Noel Black --[(INV) written_by]--> Mischief
Path (Raw):       Noel Black --[(INV) written_by]--> Mischief --[written_by]--> Noel Black --[(INV) written_by]--> Mischief
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by yekaterina rednikova released
Start Entity:     Yekaterina Rednikova
Gold Answer:      [['1952', '1997']]
Predicted Ans:    1952
Predicted Path:   Yekaterina Rednikova --[(INV) starred_actors]--> The Thief --[release_year]--> 1952
Path (Raw):       Yekaterina Rednikova --[No Operation]--> Yekaterina Rednikova --[(INV) starred_actors]--> The Thief --[release_year]--> 1952
Neg LogProb(↓):   0.192556
Path Entropy(↓):  0.485679
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in a fine mess
Start Entity:     A Fine Mess
Gold Answer:      [['Dan Curtis', 'Gary David Goldberg', 'Alan Zweig', 'Melvin Frank', 'Joel Schumacher', 'Richard Benjamin', 'Peter Medak', 'Saul Rubinek', 'Harold Becker', 'Lawrence Kasdan']]
Predicted Ans:    Saul Rubinek
Predicted Path:   A Fine Mess --[starred_actors]--> Ted Danson --[(INV) starred_actors]--> Jerry and Tom --[directed_by]--> Saul Rubinek
Path (Raw):       A Fine Mess --[starred_actors]--> Ted Danson --[(INV) starred_actors]--> Jerry and Tom --[directed_by]--> Saul Rubinek
Neg LogProb(↓):   0.820090
Path Entropy(↓):  1.242346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of police python 357
Start Entity:     Police Python 357
Gold Answer:      [['1979', '2010']]
Predicted Ans:    1976
Predicted Path:   Police Python 357 --[directed_by]--> Alain Corneau --[(INV) directed_by]--> Police Python 357 --[release_year]--> 1976
Path (Raw):       Police Python 357 --[directed_by]--> Alain Corneau --[(INV) directed_by]--> Police Python 357 --[release_year]--> 1976
Neg LogProb(↓):   0.742697
Path Entropy(↓):  1.044841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of ashton kutcher acted films
Start Entity:     Ashton Kutcher
Gold Answer:      [['Rick Moody', 'Steve Bencich', 'Ron J. Friedman', 'William Friedkin', 'Dan Greenburg', 'David Hollander', 'Sam Harper', 'Elizabeth Meriwether', 'Takuji Ushiyama', 'Timo Tjahjanto', 'J. Mackye Gruber', 'Eric Bress', 'Jill Culton', 'Anthony Stacchi', 'Matt Whiteley']]
Predicted Ans:    Takuji Ushiyama
Predicted Path:   Ashton Kutcher --[(INV) starred_actors]--> Killers --[written_by]--> Takuji Ushiyama
Path (Raw):       Ashton Kutcher --[No Operation]--> Ashton Kutcher --[(INV) starred_actors]--> Killers --[written_by]--> Takuji Ushiyama
Neg LogProb(↓):   0.073228
Path Entropy(↓):  0.348515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by frederik du chau
Start Entity:     Frederik Du Chau
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Frederik Du Chau --[(INV) written_by]--> Racing Stripes --[release_year]--> 2005
Path (Raw):       Frederik Du Chau --[No Operation]--> Frederik Du Chau --[(INV) written_by]--> Racing Stripes --[release_year]--> 2005
Neg LogProb(↓):   0.002739
Path Entropy(↓):  0.019992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of report to the commissioner was
Start Entity:     Report to the Commissioner
Gold Answer:      [['Milton Katselas']]
Predicted Ans:    Milton Katselas
Predicted Path:   Report to the Commissioner --[directed_by]--> Milton Katselas --[(INV) directed_by]--> Report to the Commissioner --[directed_by]--> Milton Katselas
Path (Raw):       Report to the Commissioner --[directed_by]--> Milton Katselas --[(INV) directed_by]--> Report to the Commissioner --[directed_by]--> Milton Katselas
Neg LogProb(↓):   0.049991
Path Entropy(↓):  0.194853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film me and you and everyone we know
Start Entity:     Me and You and Everyone We Know
Gold Answer:      [['Ben Lewin', 'Miranda July']]
Predicted Ans:    Miranda July
Predicted Path:   Me and You and Everyone We Know --[starred_actors]--> Miles Thompson --[(INV) starred_actors]--> Me and You and Everyone We Know --[directed_by]--> Miranda July
Path (Raw):       Me and You and Everyone We Know --[starred_actors]--> Miles Thompson --[(INV) starred_actors]--> Me and You and Everyone We Know --[directed_by]--> Miranda July
Neg LogProb(↓):   0.006293
Path Entropy(↓):  0.041573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film just go with it starred which actors
Start Entity:     Just Go with It
Gold Answer:      [['Nicole Kidman', 'Jennifer Aniston', 'Nick Swardson', 'Adam Sandler']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Just Go with It --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Flirting --[starred_actors]--> Nicole Kidman
Path (Raw):       Just Go with It --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Flirting --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   1.469539
Path Entropy(↓):  2.167090
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of we bought a zoo
Start Entity:     We Bought a Zoo
Gold Answer:      [['2000', '2001', '1992', '1989', '2005', '1982', '1996', '2011', '1984']]
Predicted Ans:    2011
Predicted Path:   We Bought a Zoo --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[release_year]--> 2011
Path (Raw):       We Bought a Zoo --[written_by]--> Cameron Crowe --[(INV) written_by]--> We Bought a Zoo --[release_year]--> 2011
Neg LogProb(↓):   1.128922
Path Entropy(↓):  1.857352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by gabriel beristain
Start Entity:     Gabriel Beristain
Gold Answer:      [['Zak Penn']]
Predicted Ans:    Zak Penn
Predicted Path:   Gabriel Beristain --[(INV) starred_actors]--> Incident at Loch Ness --[written_by]--> Zak Penn
Path (Raw):       Gabriel Beristain --[No Operation]--> Gabriel Beristain --[(INV) starred_actors]--> Incident at Loch Ness --[written_by]--> Zak Penn
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie 7th cavalry were in which languages
Start Entity:     7th Cavalry
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   7th Cavalry --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       7th Cavalry --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.510258
Path Entropy(↓):  0.680072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of who am i? also starred in which movies
Start Entity:     Who Am I?
Gold Answer:      [['The Tuxedo', 'The Young Master', 'New Police Story', 'Shanghai Noon', 'Little Big Soldier', 'Rush Hour 3', 'Twin Dragons', 'Police Story', 'Rush Hour', 'The Karate Kid', 'Police Story 2', 'The Myth', 'Dragons Forever', 'Thunderbolt', 'Rush Hour 2', 'The Accidental Spy', 'Island of Fire', 'Spiritual Kung Fu', 'Mr. Nice Guy', "Snake in the Eagle's Shadow", 'Gorgeous', 'Crime Story', 'The Medallion', 'Drunken Master', 'Armour of God', 'The Spy Next Door', 'Around the World in 80 Days', 'Shinjuku Incident', 'The Protector', 'City Hunter', 'Project A', 'The Forbidden Kingdom', 'The Fearless Hyena', 'Wheels on Meals', 'Rumble in the Bronx', '1911']]
Predicted Ans:    Who Am I?
Predicted Path:   Who Am I? --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Who Am I?
Path (Raw):       Who Am I? --[starred_actors]--> Jackie Chan --[No Operation]--> Jackie Chan --[(INV) starred_actors]--> Who Am I?
Neg LogProb(↓):   0.997663
Path Entropy(↓):  1.959855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by adrian caetano in
Start Entity:     Adrián Caetano
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Adrián Caetano --[(INV) written_by]--> Bolivia --[has_genre]--> Drama
Path (Raw):       Adrián Caetano --[No Operation]--> Adrián Caetano --[(INV) written_by]--> Bolivia --[has_genre]--> Drama
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by stephen j. cannell
Start Entity:     Stephen J. Cannell
Gold Answer:      [['Channing Tatum', 'Liam Neeson', 'Jessica Biel', 'Bradley Cooper', 'Jonah Hill']]
Predicted Ans:    Liam Neeson
Predicted Path:   Stephen J. Cannell --[(INV) written_by]--> The A-Team --[starred_actors]--> Liam Neeson
Path (Raw):       Stephen J. Cannell --[No Operation]--> Stephen J. Cannell --[(INV) written_by]--> The A-Team --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.470413
Path Entropy(↓):  0.937414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by woody allen release
Start Entity:     Woody Allen
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    2006
Predicted Path:   Woody Allen --[(INV) written_by]--> Scoop --[release_year]--> 2006
Path (Raw):       Woody Allen --[No Operation]--> Woody Allen --[(INV) written_by]--> Scoop --[release_year]--> 2006
Neg LogProb(↓):   2.341538
Path Entropy(↓):  3.265795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of roma downey acted films
Start Entity:     Roma Downey
Gold Answer:      [['Ted Kotcheff']]
Predicted Ans:    Ted Kotcheff
Predicted Path:   Roma Downey --[(INV) starred_actors]--> Borrowed Hearts --[directed_by]--> Ted Kotcheff
Path (Raw):       Roma Downey --[No Operation]--> Roma Downey --[(INV) starred_actors]--> Borrowed Hearts --[directed_by]--> Ted Kotcheff
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of in the company of men
Start Entity:     In the Company of Men
Gold Answer:      [['Sarah Michelle Gellar', 'Patrick Wilson', 'Kerry Washington', 'Aaron Eckhart', 'Gretchen Mol', 'Nicolas Cage', 'Greg Kinnear', 'Renée Zellweger', 'Sam Neill', 'Christopher Lee', 'Chris Rock', 'Rachel Weisz', 'Gwyneth Paltrow', 'Lee Pace', 'Isabelle Adjani', 'Edward Woodward', 'Britt Ekland', 'Diane Cilento', 'Samuel L. Jackson', 'Peter Dinklage', 'Paul Rudd', 'Morgan Freeman']]
Predicted Ans:    Aaron Eckhart
Predicted Path:   In the Company of Men --[directed_by]--> Neil LaBute --[(INV) directed_by]--> In the Company of Men --[starred_actors]--> Aaron Eckhart
Path (Raw):       In the Company of Men --[directed_by]--> Neil LaBute --[(INV) directed_by]--> In the Company of Men --[starred_actors]--> Aaron Eckhart
Neg LogProb(↓):   0.367935
Path Entropy(↓):  0.690824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did george relph star in
Start Entity:     George Relph
Gold Answer:      [['The Titfield Thunderbolt']]
Predicted Ans:    The Titfield Thunderbolt
Predicted Path:   George Relph --[(INV) starred_actors]--> The Titfield Thunderbolt --[written_by]--> T.E.B. Clarke --[(INV) written_by]--> The Titfield Thunderbolt
Path (Raw):       George Relph --[(INV) starred_actors]--> The Titfield Thunderbolt --[written_by]--> T.E.B. Clarke --[(INV) written_by]--> The Titfield Thunderbolt
Neg LogProb(↓):   0.479980
Path Entropy(↓):  1.152066
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor james robertson justice acted together with who
Start Entity:     James Robertson Justice
Gold Answer:      [['Muriel Pavlow', 'Donald Sinden', 'Diana Dors', 'Anne Heywood', 'Mylène Demongeot', 'Michael Craig', 'Brigitte Bardot', 'Jeannie Carson', 'Dirk Bogarde']]
Predicted Ans:    Dirk Bogarde
Predicted Path:   James Robertson Justice --[(INV) starred_actors]--> Doctor at Sea --[starred_actors]--> Dirk Bogarde
Path (Raw):       James Robertson Justice --[No Operation]--> James Robertson Justice --[(INV) starred_actors]--> Doctor at Sea --[starred_actors]--> Dirk Bogarde
Neg LogProb(↓):   0.014924
Path Entropy(↓):  0.078461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did bryan johnson write
Start Entity:     Bryan Johnson
Gold Answer:      [['Vulgar']]
Predicted Ans:    Vulgar
Predicted Path:   Bryan Johnson --[(INV) written_by]--> Vulgar --[written_by]--> Bryan Johnson --[(INV) written_by]--> Vulgar
Path (Raw):       Bryan Johnson --[(INV) written_by]--> Vulgar --[written_by]--> Bryan Johnson --[(INV) written_by]--> Vulgar
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by sara walker release
Start Entity:     Sara Walker
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Sara Walker --[(INV) starred_actors]--> Housekeeping --[release_year]--> 1987
Path (Raw):       Sara Walker --[No Operation]--> Sara Walker --[(INV) starred_actors]--> Housekeeping --[release_year]--> 1987
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is broken english
Start Entity:     Broken English
Gold Answer:      [['Romance']]
Predicted Ans:    Drama
Predicted Path:   Broken English --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Broken English --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.440204
Path Entropy(↓):  4.714909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of daniel massey starred movies
Start Entity:     Daniel Massey
Gold Answer:      [['Roy Ward Baker']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Daniel Massey --[(INV) starred_actors]--> The Vault of Horror --[directed_by]--> Roy Ward Baker
Path (Raw):       Daniel Massey --[No Operation]--> Daniel Massey --[(INV) starred_actors]--> The Vault of Horror --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in wait until dark
Start Entity:     Wait Until Dark
Gold Answer:      [['David Hubbard', 'Tony Mendez', 'Don Mankiewicz', 'Joshuah Bearman', 'Barbara Benedek', 'Blaine Novak', 'Steven Horowitz', 'Neil Offen', 'Larry Gelbart', 'Michael Arndt', 'Julien Duvivier', 'Pat Proft', 'Claude Anet', 'Carson McCullers', 'Eddy Terstall', 'James Goldman', 'Marshall Brickman', 'Peter S. Beagle', 'Henri Jeanson', 'Ian McLellan Hunter', 'Frank Waldman', 'Ernest Lehman', 'John Cusack', 'Tom Waldman', 'Tamara Jenkins', 'Neil Simon', 'Peter Bogdanovich', 'Blake Edwards', 'Frederic Raphael', 'Billy Wilder', 'King Vidor', 'Alistair MacLean', 'Truman Capote', 'Nicholas Meyer', 'Irving Wallace', 'Lawrence Kasdan', 'I.A.L. Diamond', 'Andrew Davis', 'George Axelrod', 'Herman J. Mankiewicz', 'Guy Trosper', 'Samuel A. Taylor', 'Joe Eszterhas', 'John Dighton', 'Sylvester Stallone', 'John Michael Hayes', 'Peter Stone', 'Jim Abrahams', 'Harvey Miller', 'Martin Caidin', 'Alan Le May', 'Dalton Trumbo', 'Lillian Hellman', 'Leonard Gershe', 'Danny Bilson', 'Buck Henry', 'William Dear', 'Dave Stevens', 'Paul De Meo', 'Leo Tolstoy', 'Andrew Bergman', 'Kathryn Hulme', "Louis L'Amour", 'Dave Barry', 'Wyatt Cooper', 'Grant Stuart', 'David Morrell', 'Gene Allen', 'Joseph Heller', 'Marc Behm', 'Hank Searls', 'Mel Brooks', 'Robert Anderson', 'Richard McKenna', 'David Rayfiel']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Wait Until Dark --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Path (Raw):       Wait Until Dark --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Neg LogProb(↓):   1.448550
Path Entropy(↓):  2.515371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter leslie stevens co - wrote films with who
Start Entity:     Leslie Stevens
Gold Answer:      [['Gore Vidal', 'Henry De Vere Stacpoole']]
Predicted Ans:    Leslie Stevens
Predicted Path:   Leslie Stevens --[(INV) written_by]--> The War Lord --[written_by]--> Leslie Stevens
Path (Raw):       Leslie Stevens --[No Operation]--> Leslie Stevens --[(INV) written_by]--> The War Lord --[written_by]--> Leslie Stevens
Neg LogProb(↓):   0.011199
Path Entropy(↓):  0.065759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of treed murray also starred in which films
Start Entity:     Treed Murray
Gold Answer:      [['Ice Men', 'Pin', "A Dog's Breakfast", 'Nothing']]
Predicted Ans:    Nothing
Predicted Path:   Treed Murray --[starred_actors]--> David Hewlett --[(INV) starred_actors]--> Nothing
Path (Raw):       Treed Murray --[starred_actors]--> David Hewlett --[No Operation]--> David Hewlett --[(INV) starred_actors]--> Nothing
Neg LogProb(↓):   0.021481
Path Entropy(↓):  0.111799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the neon bible were released in which years
Start Entity:     The Neon Bible
Gold Answer:      [['1983', '1995', '1998', '1962', '1988', '1968', '2005', '1993', '2004', '1996', '1982', '2002', '1987', '1986', '2013', '1977']]
Predicted Ans:    1982
Predicted Path:   The Neon Bible --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> Tempest --[release_year]--> 1982
Path (Raw):       The Neon Bible --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> Tempest --[release_year]--> 1982
Neg LogProb(↓):   0.998122
Path Entropy(↓):  1.452133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie everlasting moments are written by who
Start Entity:     Everlasting Moments
Gold Answer:      [['Anders Thomas Jensen', 'Susanne Bier']]
Predicted Ans:    Jan Troell
Predicted Path:   Everlasting Moments --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[written_by]--> Jan Troell
Path (Raw):       Everlasting Moments --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[written_by]--> Jan Troell
Neg LogProb(↓):   0.050285
Path Entropy(↓):  0.257578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote the baby of macon
Start Entity:     The Baby of Mâcon
Gold Answer:      [['Peter Greenaway']]
Predicted Ans:    Peter Greenaway
Predicted Path:   The Baby of Mâcon --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Belly of an Architect --[directed_by]--> Peter Greenaway
Path (Raw):       The Baby of Mâcon --[written_by]--> Peter Greenaway --[(INV) written_by]--> The Belly of an Architect --[directed_by]--> Peter Greenaway
Neg LogProb(↓):   0.312490
Path Entropy(↓):  0.868565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of harry a. earnshaw written movies
Start Entity:     Harry A. Earnshaw
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Harry A. Earnshaw --[(INV) written_by]--> Chandu the Magician --[release_year]--> 1932
Path (Raw):       Harry A. Earnshaw --[No Operation]--> Harry A. Earnshaw --[(INV) written_by]--> Chandu the Magician --[release_year]--> 1932
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by william girdler were written by who
Start Entity:     William Girdler
Gold Answer:      [['Edward L. Montoro']]
Predicted Ans:    Edward L. Montoro
Predicted Path:   William Girdler --[(INV) directed_by]--> Day of the Animals --[written_by]--> Edward L. Montoro
Path (Raw):       William Girdler --[No Operation]--> William Girdler --[(INV) directed_by]--> Day of the Animals --[written_by]--> Edward L. Montoro
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in django
Start Entity:     Django
Gold Answer:      [['Enzo G. Castellari', 'Luis Buñuel', 'Menahem Golan', 'Joshua Logan']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Django --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Tristana --[directed_by]--> Luis Buñuel
Path (Raw):       Django --[starred_actors]--> Franco Nero --[(INV) starred_actors]--> Tristana --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.000434
Path Entropy(↓):  0.004269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did j. carrol naish star in
Start Entity:     J. Carrol Naish
Gold Answer:      [['Rage at Dawn', 'The Toast of New Orleans', 'Sahara']]
Predicted Ans:    Rage at Dawn
Predicted Path:   J. Carrol Naish --[(INV) starred_actors]--> Rage at Dawn --[starred_actors]--> J. Carrol Naish --[(INV) starred_actors]--> Rage at Dawn
Path (Raw):       J. Carrol Naish --[(INV) starred_actors]--> Rage at Dawn --[starred_actors]--> J. Carrol Naish --[(INV) starred_actors]--> Rage at Dawn
Neg LogProb(↓):   0.241220
Path Entropy(↓):  0.837551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by yam laranas were written by who
Start Entity:     Yam Laranas
Gold Answer:      [['Cormac McCarthy', 'Joe Penhall']]
Predicted Ans:    Cormac McCarthy
Predicted Path:   Yam Laranas --[(INV) directed_by]--> The Road --[written_by]--> Cormac McCarthy
Path (Raw):       Yam Laranas --[No Operation]--> Yam Laranas --[(INV) directed_by]--> The Road --[written_by]--> Cormac McCarthy
Neg LogProb(↓):   0.034168
Path Entropy(↓):  0.164260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of stir of echoes
Start Entity:     Stir of Echoes
Gold Answer:      [['The Woodsman', 'Murder in the First', 'He Said, She Said', 'Footloose', 'The Air Up There', 'Super', 'Queens Logic', 'Tremors', 'Criminal Law', "She's Having a Baby", 'Apollo 13', 'The Air I Breathe', 'Hollow Man', "Jayne Mansfield's Car", 'Wild Things', 'A Few Good Men', 'Mystic River', 'Elephant White', 'R.I.P.D.', 'Death Sentence', 'Taking Chance', 'Trapped', 'Pyrates', 'Where the Truth Lies', 'Picture Perfect', 'Flatliners', 'The Big Picture', 'Quicksilver']]
Predicted Ans:    R.I.P.D.
Predicted Path:   Stir of Echoes --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D.
Path (Raw):       Stir of Echoes --[starred_actors]--> Kevin Bacon --[No Operation]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D.
Neg LogProb(↓):   1.029374
Path Entropy(↓):  1.638453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by kevin noland
Start Entity:     Kevin Noland
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Kevin Noland --[(INV) written_by]--> Americano --[in_language]--> French
Path (Raw):       Kevin Noland --[No Operation]--> Kevin Noland --[(INV) written_by]--> Americano --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film in the land of women
Start Entity:     In the Land of Women
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   In the Land of Women --[directed_by]--> Jon Kasdan --[(INV) directed_by]--> The First Time --[release_year]--> 2012
Path (Raw):       In the Land of Women --[directed_by]--> Jon Kasdan --[(INV) directed_by]--> The First Time --[release_year]--> 2012
Neg LogProb(↓):   0.223971
Path Entropy(↓):  0.505199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie nob hill
Start Entity:     Nob Hill
Gold Answer:      [['George Cukor', 'William A. Seiter', 'Fritz Lang', 'Norman Taurog', 'Roy Rowland', 'James Cruze', 'Bob Rafelson', 'Mervyn LeRoy', 'Billy Wilder', 'Raoul Walsh', 'Steve Sekely', 'Michael Curtiz', 'Douglas Sirk', 'Ernst Lubitsch', 'Max Ophüls', 'Stephen Roberts', 'Neil Jordan', 'Nunnally Johnson', 'Vincente Minnelli', 'Gillian Armstrong', 'James Whale', 'Ted Tetzlaff', 'Lloyd Bacon', 'Edwin L. Marin', 'Randall Wallace', 'Rowland V. Lee', 'Norman Z. McLeod', 'H. Bruce Humberstone', 'Jean Renoir']]
Predicted Ans:    Fritz Lang
Predicted Path:   Nob Hill --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       Nob Hill --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.068663
Path Entropy(↓):  0.289893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does angie fall under
Start Entity:     Angie
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Angie --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Angie --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.443883
Path Entropy(↓):  4.968734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with female vampire were released in which years
Start Entity:     Female Vampire
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Female Vampire --[written_by]--> Jesús Franco --[(INV) written_by]--> Vampyros Lesbos --[release_year]--> 1971
Path (Raw):       Female Vampire --[written_by]--> Jesús Franco --[(INV) written_by]--> Vampyros Lesbos --[release_year]--> 1971
Neg LogProb(↓):   0.000221
Path Entropy(↓):  0.002125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie attack on the iron coast were in which genres
Start Entity:     Attack on the Iron Coast
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Attack on the Iron Coast --[starred_actors]--> Lloyd Bridges --[(INV) starred_actors]--> The Rainmaker --[has_genre]--> Drama
Path (Raw):       Attack on the Iron Coast --[starred_actors]--> Lloyd Bridges --[(INV) starred_actors]--> The Rainmaker --[has_genre]--> Drama
Neg LogProb(↓):   0.682509
Path Entropy(↓):  1.219312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of primary colors
Start Entity:     Primary Colors
Gold Answer:      [["Charlie Wilson's War", 'The Birdcage', "Who's Afraid of Virginia Woolf?", 'Wit', 'Silkwood', 'Biloxi Blues', 'Regarding Henry', 'Catch-22', 'The Fortune', 'Working Girl', 'Heartburn', 'What Planet Are You From?', 'Closer', 'Wolf', 'The Graduate', 'The Day of the Dolphin', 'Postcards from the Edge', 'Carnal Knowledge']]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   Primary Colors --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf?
Path (Raw):       Primary Colors --[No Operation]--> Primary Colors --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   0.107517
Path Entropy(↓):  0.517677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed 200 motels
Start Entity:     200 Motels
Gold Answer:      [['Frank Zappa', 'Tony Palmer']]
Predicted Ans:    Tony Palmer
Predicted Path:   200 Motels --[directed_by]--> Tony Palmer --[(INV) directed_by]--> 200 Motels --[directed_by]--> Tony Palmer
Path (Raw):       200 Motels --[directed_by]--> Tony Palmer --[(INV) directed_by]--> 200 Motels --[directed_by]--> Tony Palmer
Neg LogProb(↓):   0.855812
Path Entropy(↓):  1.240312
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film cemetery junction
Start Entity:     Cemetery Junction
Gold Answer:      [['Matthew Robinson', 'Ricky Gervais']]
Predicted Ans:    Ricky Gervais
Predicted Path:   Cemetery Junction --[directed_by]--> Ricky Gervais --[(INV) directed_by]--> The Invention of Lying --[written_by]--> Ricky Gervais
Path (Raw):       Cemetery Junction --[directed_by]--> Ricky Gervais --[(INV) directed_by]--> The Invention of Lying --[written_by]--> Ricky Gervais
Neg LogProb(↓):   0.140383
Path Entropy(↓):  0.414948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of stuart little
Start Entity:     Stuart Little
Gold Answer:      [['Dana Delany', 'Bruce Willis', 'Rory Culkin', 'Will Smith', 'Bryce Dallas Howard', 'Joaquin Phoenix', 'Haley Joel Osment', 'Paul Giamatti', 'Dev Patel', 'Nicola Peltz', 'Jackson Rathbone', 'Noah Ringer', 'Jaden Smith', 'Abigail Breslin', 'Samuel L. Jackson', 'Denis Leary', 'Joseph Cross', 'Chris Messina', 'Bojana Novakovic', "Jenny O'Hara", 'Mel Gibson']]
Predicted Ans:    Bruce Willis
Predicted Path:   Stuart Little --[written_by]--> M. Night Shyamalan --[(INV) written_by]--> The Sixth Sense --[starred_actors]--> Bruce Willis
Path (Raw):       Stuart Little --[written_by]--> M. Night Shyamalan --[(INV) written_by]--> The Sixth Sense --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.007499
Path Entropy(↓):  0.055705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director ellie kanner
Start Entity:     Ellie Kanner
Gold Answer:      [['Teri Polo', 'Bijou Phillips', 'Jane Seymour', 'Danny Masterson', 'Jonathan Banks', 'Tricia Helfer', 'Ian Somerhalder']]
Predicted Ans:    Jonathan Banks
Predicted Path:   Ellie Kanner --[(INV) directed_by]--> Authors Anonymous --[starred_actors]--> Jonathan Banks
Path (Raw):       Ellie Kanner --[No Operation]--> Ellie Kanner --[(INV) directed_by]--> Authors Anonymous --[starred_actors]--> Jonathan Banks
Neg LogProb(↓):   0.451096
Path Entropy(↓):  0.895619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by betsy drake
Start Entity:     Betsy Drake
Gold Answer:      [['Frank Tashlin', 'Don Hartman', 'George Axelrod']]
Predicted Ans:    Frank Tashlin
Predicted Path:   Betsy Drake --[(INV) starred_actors]--> Will Success Spoil Rock Hunter? --[written_by]--> Frank Tashlin
Path (Raw):       Betsy Drake --[No Operation]--> Betsy Drake --[(INV) starred_actors]--> Will Success Spoil Rock Hunter? --[written_by]--> Frank Tashlin
Neg LogProb(↓):   0.194367
Path Entropy(↓):  0.508945
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in running on empty
Start Entity:     Running on Empty
Gold Answer:      [['Family', 'Drama', 'War', 'Comedy', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Running on Empty --[starred_actors]--> Judd Hirsch --[(INV) starred_actors]--> Ordinary People --[has_genre]--> Drama
Path (Raw):       Running on Empty --[starred_actors]--> Judd Hirsch --[(INV) starred_actors]--> Ordinary People --[has_genre]--> Drama
Neg LogProb(↓):   0.029945
Path Entropy(↓):  0.164352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the great northfield minnesota raid director release
Start Entity:     The Great Northfield Minnesota Raid
Gold Answer:      [['1988', '1978', '2000', '1993', '2004', '1996', '1979', '1956']]
Predicted Ans:    1979
Predicted Path:   The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Wanderers --[release_year]--> 1979
Path (Raw):       The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Wanderers --[release_year]--> 1979
Neg LogProb(↓):   0.665438
Path Entropy(↓):  1.113435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Zell miller appears in which movies
Start Entity:     Zell Miller
Gold Answer:      [['Fahrenhype 9/11']]
Predicted Ans:    Fahrenhype 9/11
Predicted Path:   Zell Miller --[(INV) starred_actors]--> Fahrenhype 9/11 --[starred_actors]--> Zell Miller --[(INV) starred_actors]--> Fahrenhype 9/11
Path (Raw):       Zell Miller --[(INV) starred_actors]--> Fahrenhype 9/11 --[starred_actors]--> Zell Miller --[(INV) starred_actors]--> Fahrenhype 9/11
Neg LogProb(↓):   0.483550
Path Entropy(↓):  0.714276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie under the same moon
Start Entity:     Under the Same Moon
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Under the Same Moon --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Under the Same Moon --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.410436
Path Entropy(↓):  4.717961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by maxim gorky
Start Entity:     Maxim Gorky
Gold Answer:      [['Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   Maxim Gorky --[(INV) written_by]--> The Lower Depths --[directed_by]--> Jean Renoir
Path (Raw):       Maxim Gorky --[No Operation]--> Maxim Gorky --[(INV) written_by]--> The Lower Depths --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed adventures of don juan
Start Entity:     Adventures of Don Juan
Gold Answer:      [['1949', '1939', '1944', '1950', '1959', '1942', '1991', '1947', '1961', '1941', '1943']]
Predicted Ans:    1961
Predicted Path:   Adventures of Don Juan --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> The Second Time Around --[release_year]--> 1961
Path (Raw):       Adventures of Don Juan --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> The Second Time Around --[release_year]--> 1961
Neg LogProb(↓):   1.280170
Path Entropy(↓):  1.965272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed ned kelly
Start Entity:     Ned Kelly
Gold Answer:      [['Richard Attenborough', 'Scott Glenn', 'Anna Paquin', 'Edith Evans', 'Jessica Lange', 'Jack Nicholson', 'Glenn Close', 'Anthony Hopkins', 'Harvey Keitel', 'Nicol Williamson', 'Carrie Snodgress', 'Jeanne Moreau', 'Jonathan Winters', 'Joaquin Phoenix', 'Alan Bates', 'Diana Ross', 'Michael Redgrave', 'Sam Shepard', 'Michael Sheen', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'David Tennant', 'Rob Lowe', 'Olivia de Havilland', 'Errol Flynn', 'Powers Boothe', 'Warren Oates', 'Diane Venora', 'Patrick Stewart', 'Mary Ure', 'Paul Scofield', 'Heath Ledger', 'Laurence Olivier', 'Robert Morse', 'Claire Bloom', 'Kyle MacLachlan', 'Marianne Faithfull', 'David Field', 'Richard Burton', 'Valerie Perrine', 'Samuel L. Jackson', 'Tom Courtenay', 'Ed Harris', 'Beau Bridges', 'Bryan Brown', 'Jodie Foster', 'Mel Gibson', 'Judy Parfitt', 'Anjanette Comer', 'Tommy Lee Jones']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Ned Kelly --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Ned Kelly --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   1.027689
Path Entropy(↓):  2.179148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the terrorist
Start Entity:     The Terrorist
Gold Answer:      [['Manish Acharya']]
Predicted Ans:    Santosh Sivan
Predicted Path:   The Terrorist --[starred_actors]--> K. Krishna --[(INV) starred_actors]--> The Terrorist --[written_by]--> Santosh Sivan
Path (Raw):       The Terrorist --[starred_actors]--> K. Krishna --[(INV) starred_actors]--> The Terrorist --[written_by]--> Santosh Sivan
Neg LogProb(↓):   0.006757
Path Entropy(↓):  0.041604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by actors in tactical force
Start Entity:     Tactical Force
Gold Answer:      [['Documentary', 'Drama', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Tactical Force --[starred_actors]--> Michael Shanks --[(INV) starred_actors]--> Faces in the Crowd --[has_genre]--> Drama
Path (Raw):       Tactical Force --[starred_actors]--> Michael Shanks --[(INV) starred_actors]--> Faces in the Crowd --[has_genre]--> Drama
Neg LogProb(↓):   0.028121
Path Entropy(↓):  0.136207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in passion of mind
Start Entity:     Passion of Mind
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Passion of Mind --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Passion of Mind --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.004456
Path Entropy(↓):  0.029039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the sacrifice also wrote which movies
Start Entity:     The Sacrifice
Gold Answer:      [['The Mirror', 'Solaris', 'The Killers', 'The Steamroller and the Violin', 'Andrei Rublev']]
Predicted Ans:    The Killers
Predicted Path:   The Sacrifice --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers
Path (Raw):       The Sacrifice --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[No Operation]--> The Killers
Neg LogProb(↓):   0.296621
Path Entropy(↓):  0.654420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in hair
Start Entity:     Hair
Gold Answer:      [['Robert Littell', 'Paul Hogan', 'Oscar Saul', 'David McKenna', 'Lisa Wysocky', 'Brad Cohen', 'Oliver Stone', 'Elisa Bell', 'Bob Ducsay', 'Joyce Carol Oates', 'Stephen Sommers', 'Tennessee Williams', 'Michael Cimino', 'Robert Daley', 'Deric Washburn', 'Louis Garfinkle', 'Quinn K. Redeker', 'Jacquelyn Mitchard', 'Andrew Bergman', 'Sidney Lumet', 'Joseph Wambaugh', 'Dave Barry', 'Lee Falk', 'Carole Eastman', 'John Hughes']]
Predicted Ans:    Andrew Bergman
Predicted Path:   Hair --[starred_actors]--> Beverly D'Angelo --[(INV) starred_actors]--> Big Trouble --[written_by]--> Andrew Bergman
Path (Raw):       Hair --[starred_actors]--> Beverly D'Angelo --[(INV) starred_actors]--> Big Trouble --[written_by]--> Andrew Bergman
Neg LogProb(↓):   0.573522
Path Entropy(↓):  1.404619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote fantastic four
Start Entity:     Fantastic Four
Gold Answer:      [['Albert Pyun', 'Sam Raimi', 'Jon Favreau', 'Rod Holcomb', 'Bill Bixby']]
Predicted Ans:    Jon Favreau
Predicted Path:   Fantastic Four --[written_by]--> Stan Lee --[(INV) written_by]--> Iron Man --[directed_by]--> Jon Favreau
Path (Raw):       Fantastic Four --[written_by]--> Stan Lee --[(INV) written_by]--> Iron Man --[directed_by]--> Jon Favreau
Neg LogProb(↓):   0.643465
Path Entropy(↓):  0.874896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by tessa thompson
Start Entity:     Tessa Thompson
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Tessa Thompson --[(INV) starred_actors]--> Dear White People --[release_year]--> 2014
Path (Raw):       Tessa Thompson --[No Operation]--> Tessa Thompson --[(INV) starred_actors]--> Dear White People --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film i'm going home were in which languages
Start Entity:     I'm Going Home
Gold Answer:      [['French', 'Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   I'm Going Home --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[in_language]--> Portuguese
Path (Raw):       I'm Going Home --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[in_language]--> Portuguese
Neg LogProb(↓):   0.087302
Path Entropy(↓):  0.302141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by john slattery release
Start Entity:     John Slattery
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   John Slattery --[(INV) directed_by]--> God's Pocket --[release_year]--> 2014
Path (Raw):       John Slattery --[No Operation]--> John Slattery --[(INV) directed_by]--> God's Pocket --[release_year]--> 2014
Neg LogProb(↓):   0.001058
Path Entropy(↓):  0.008304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in flying tigers
Start Entity:     Flying Tigers
Gold Answer:      [['French', 'Swahili', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Flying Tigers --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Flying Tigers --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.003181
Path Entropy(↓):  0.023681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the american in
Start Entity:     The American
Gold Answer:      [['Turkish', 'English']]
Predicted Ans:    Turkish
Predicted Path:   The American --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> A Most Wanted Man --[in_language]--> Turkish
Path (Raw):       The American --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> A Most Wanted Man --[in_language]--> Turkish
Neg LogProb(↓):   0.061311
Path Entropy(↓):  0.240804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of tony kaye directed movies
Start Entity:     Tony Kaye
Gold Answer:      [['1998', '2011']]
Predicted Ans:    1998
Predicted Path:   Tony Kaye --[(INV) directed_by]--> American History X --[release_year]--> 1998
Path (Raw):       Tony Kaye --[No Operation]--> Tony Kaye --[(INV) directed_by]--> American History X --[release_year]--> 1998
Neg LogProb(↓):   0.010369
Path Entropy(↓):  0.057444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did neal israel write
Start Entity:     Neal Israel
Gold Answer:      [['Real Genius', 'Moving Violations', 'Bachelor Party']]
Predicted Ans:    Moving Violations
Predicted Path:   Neal Israel --[(INV) written_by]--> Moving Violations --[written_by]--> Neal Israel --[(INV) written_by]--> Moving Violations
Path (Raw):       Neal Israel --[(INV) written_by]--> Moving Violations --[written_by]--> Neal Israel --[(INV) written_by]--> Moving Violations
Neg LogProb(↓):   0.018941
Path Entropy(↓):  0.107313
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the mothman prophecies
Start Entity:     The Mothman Prophecies
Gold Answer:      [['1980', '2008', '1992', '1993', '1985', '1979', '1984', '2007', '2009', '1982', '1994', '1983', '1995', '1971', '1990', '1996', '2002', '2012', '2011', '2013', '1978', '2000', '1997', '2005', '1999', '1986']]
Predicted Ans:    1984
Predicted Path:   The Mothman Prophecies --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Path (Raw):       The Mothman Prophecies --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Neg LogProb(↓):   1.373137
Path Entropy(↓):  2.033212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie heavenly creatures were released in which years
Start Entity:     Heavenly Creatures
Gold Answer:      [['1995', '1976', '2009', '1933', '2005', '1989', '1996', '1987']]
Predicted Ans:    1976
Predicted Path:   Heavenly Creatures --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[release_year]--> 1976
Path (Raw):       Heavenly Creatures --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   0.896823
Path Entropy(↓):  1.902891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote werckmeister harmonies
Start Entity:     Werckmeister Harmonies
Gold Answer:      [['Miroslav Krobot', 'János Derzsi', 'Erika Bók', 'Mihály Kormos', 'Tilda Swinton']]
Predicted Ans:    János Derzsi
Predicted Path:   Werckmeister Harmonies --[written_by]--> Béla Tarr --[(INV) written_by]--> The Turin Horse --[starred_actors]--> János Derzsi
Path (Raw):       Werckmeister Harmonies --[written_by]--> Béla Tarr --[(INV) written_by]--> The Turin Horse --[starred_actors]--> János Derzsi
Neg LogProb(↓):   0.608215
Path Entropy(↓):  0.794576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of i can get it for you wholesale
Start Entity:     I Can Get It for You Wholesale
Gold Answer:      [['Ray Milland', 'Marlene Dietrich', 'Edward Arnold', 'Henry Fonda', 'Gene Tierney', 'Susan Hayward', 'Richard Conte', 'Lana Turner', 'Mitzi Gaynor', 'Bob Hope', 'Richard Widmark', 'Jim Hutton', 'Janis Paige', 'Kay Kendall', 'Jeanne Crain', 'Dana Andrews', 'Linda Darnell', 'Lilli Palmer', 'Anne Revere', 'Hazel Brooks', 'Murvyn Vye', 'Taina Elg', 'Harry Belafonte', 'Edward G. Robinson', 'Luis Alberni', 'John Garfield', 'Kirk Douglas', 'Gene Kelly', 'Ann Sothern', 'Clifton Webb', 'Jean Arthur', 'Vincent Price']]
Predicted Ans:    Ray Milland
Predicted Path:   I Can Get It for You Wholesale --[written_by]--> Abraham Polonsky --[(INV) written_by]--> Golden Earrings --[starred_actors]--> Ray Milland
Path (Raw):       I Can Get It for You Wholesale --[written_by]--> Abraham Polonsky --[(INV) written_by]--> Golden Earrings --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.684637
Path Entropy(↓):  0.785211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tatanka means act in
Start Entity:     Tatanka Means
Gold Answer:      [['Tiger Eyes']]
Predicted Ans:    Tiger Eyes
Predicted Path:   Tatanka Means --[(INV) starred_actors]--> Tiger Eyes --[written_by]--> Lawrence Blume --[(INV) written_by]--> Tiger Eyes
Path (Raw):       Tatanka Means --[(INV) starred_actors]--> Tiger Eyes --[written_by]--> Lawrence Blume --[(INV) written_by]--> Tiger Eyes
Neg LogProb(↓):   0.000338
Path Entropy(↓):  0.003215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of lloyd kaufman directed films
Start Entity:     Lloyd Kaufman
Gold Answer:      [['1988', '1990', '1989', '1996', '1986', '1984']]
Predicted Ans:    1996
Predicted Path:   Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet --[release_year]--> 1996
Path (Raw):       Lloyd Kaufman --[No Operation]--> Lloyd Kaufman --[(INV) directed_by]--> Tromeo and Juliet --[release_year]--> 1996
Neg LogProb(↓):   0.197441
Path Entropy(↓):  0.648450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the incredible shrinking man
Start Entity:     The Incredible Shrinking Man
Gold Answer:      [['Jack Arnold']]
Predicted Ans:    Jack Arnold
Predicted Path:   The Incredible Shrinking Man --[directed_by]--> Jack Arnold --[(INV) directed_by]--> The Incredible Shrinking Man --[directed_by]--> Jack Arnold
Path (Raw):       The Incredible Shrinking Man --[directed_by]--> Jack Arnold --[(INV) directed_by]--> The Incredible Shrinking Man --[directed_by]--> Jack Arnold
Neg LogProb(↓):   0.811143
Path Entropy(↓):  1.188989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of million dollar arm starred who
Start Entity:     Million Dollar Arm
Gold Answer:      [['Amy Poehler', 'Billy Bob Thornton', 'Ryan Gosling', 'William Ragsdale', 'Amanda Bearse', 'Emily Mortimer', 'Chris Sarandon', 'Roddy McDowall', 'Susan Sarandon', 'Seann William Scott', 'Paul Schneider']]
Predicted Ans:    Roddy McDowall
Predicted Path:   Million Dollar Arm --[directed_by]--> Craig Gillespie --[(INV) directed_by]--> Fright Night --[starred_actors]--> Roddy McDowall
Path (Raw):       Million Dollar Arm --[directed_by]--> Craig Gillespie --[(INV) directed_by]--> Fright Night --[starred_actors]--> Roddy McDowall
Neg LogProb(↓):   0.258402
Path Entropy(↓):  0.653365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in melville shavelson written films
Start Entity:     Melville Shavelson
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Melville Shavelson --[(INV) written_by]--> It Started in Naples --[in_language]--> Italian
Path (Raw):       Melville Shavelson --[No Operation]--> Melville Shavelson --[(INV) written_by]--> It Started in Naples --[in_language]--> Italian
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of machuca
Start Entity:     Machuca
Gold Answer:      [['Violeta Went to Heaven']]
Predicted Ans:    Violeta Went to Heaven
Predicted Path:   Machuca --[directed_by]--> Andrés Wood --[(INV) directed_by]--> Violeta Went to Heaven
Path (Raw):       Machuca --[No Operation]--> Machuca --[directed_by]--> Andrés Wood --[(INV) directed_by]--> Violeta Went to Heaven
Neg LogProb(↓):   0.542371
Path Entropy(↓):  0.679850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by claudie blakley
Start Entity:     Claudie Blakley
Gold Answer:      [['Adrian Shergold']]
Predicted Ans:    Adrian Shergold
Predicted Path:   Claudie Blakley --[(INV) starred_actors]--> Dirty Filthy Love --[directed_by]--> Adrian Shergold
Path (Raw):       Claudie Blakley --[No Operation]--> Claudie Blakley --[(INV) starred_actors]--> Dirty Filthy Love --[directed_by]--> Adrian Shergold
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by brian moore in
Start Entity:     Brian Moore
Gold Answer:      [['French', 'Cree', 'German']]
Predicted Ans:    German
Predicted Path:   Brian Moore --[(INV) written_by]--> Torn Curtain --[in_language]--> German
Path (Raw):       Brian Moore --[No Operation]--> Brian Moore --[(INV) written_by]--> Torn Curtain --[in_language]--> German
Neg LogProb(↓):   0.139295
Path Entropy(↓):  0.386497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the man in grey
Start Entity:     The Man in Grey
Gold Answer:      [['Margaret Lockwood', 'Phyllis Calvert', 'James Mason', 'Stewart Granger']]
Predicted Ans:    Stewart Granger
Predicted Path:   The Man in Grey --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> The Man in Grey --[starred_actors]--> Stewart Granger
Path (Raw):       The Man in Grey --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> The Man in Grey --[starred_actors]--> Stewart Granger
Neg LogProb(↓):   0.630163
Path Entropy(↓):  1.145573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
A river runs through it is a film written by this person
Start Entity:     A River Runs Through It
Gold Answer:      [['Richard Friedenberg', 'Norman Maclean']]
Predicted Ans:    Richard Friedenberg
Predicted Path:   A River Runs Through It --[written_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[written_by]--> Richard Friedenberg
Path (Raw):       A River Runs Through It --[written_by]--> Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[written_by]--> Richard Friedenberg
Neg LogProb(↓):   0.033583
Path Entropy(↓):  0.179028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by stolen face actors
Start Entity:     Stolen Face
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Stolen Face --[starred_actors]--> Paul Henreid --[(INV) starred_actors]--> Thief of Damascus --[has_genre]--> Adventure
Path (Raw):       Stolen Face --[starred_actors]--> Paul Henreid --[(INV) starred_actors]--> Thief of Damascus --[has_genre]--> Adventure
Neg LogProb(↓):   0.167049
Path Entropy(↓):  0.544944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by raging bull actors
Start Entity:     Raging Bull
Gold Answer:      [['Swedish', 'French', 'English', 'Italian', 'Russian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Raging Bull --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Raging Bull --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.086520
Path Entropy(↓):  0.361966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of sweet sixteen
Start Entity:     Sweet Sixteen
Gold Answer:      [['Ken Loach']]
Predicted Ans:    Ken Loach
Predicted Path:   Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> Bread and Roses --[directed_by]--> Ken Loach
Path (Raw):       Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> Bread and Roses --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.614958
Path Entropy(↓):  0.880815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with jolene blalock
Start Entity:     Jolene Blalock
Gold Answer:      [['LL Cool J', 'Ray Liotta']]
Predicted Ans:    Ray Liotta
Predicted Path:   Jolene Blalock --[(INV) starred_actors]--> Slow Burn --[starred_actors]--> Ray Liotta
Path (Raw):       Jolene Blalock --[No Operation]--> Jolene Blalock --[(INV) starred_actors]--> Slow Burn --[starred_actors]--> Ray Liotta
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed hidden agenda
Start Entity:     Hidden Agenda
Gold Answer:      [['Jeremy Sandford', 'Rob Dawber', 'Jim Allen', 'Ken Loach', 'Tony Garnett', 'Paul Laverty', 'Ermanno Olmi', 'Abbas Kiarostami', 'David Mercer', 'Barry Hines']]
Predicted Ans:    Paul Laverty
Predicted Path:   Hidden Agenda --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[written_by]--> Paul Laverty
Path (Raw):       Hidden Agenda --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[written_by]--> Paul Laverty
Neg LogProb(↓):   1.362527
Path Entropy(↓):  1.721106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the devil and miss jones starred which actors
Start Entity:     The Devil and Miss Jones
Gold Answer:      [['Jean Arthur', 'Charles Coburn']]
Predicted Ans:    Charles Coburn
Predicted Path:   The Devil and Miss Jones --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Devil and Miss Jones --[starred_actors]--> Charles Coburn
Path (Raw):       The Devil and Miss Jones --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Devil and Miss Jones --[starred_actors]--> Charles Coburn
Neg LogProb(↓):   0.279139
Path Entropy(↓):  0.932128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with yasuomi umetsu
Start Entity:     Yasuomi Umetsu
Gold Answer:      [['Em']]
Predicted Ans:    Em
Predicted Path:   Yasuomi Umetsu --[(INV) written_by]--> Mezzo Forte --[written_by]--> Em
Path (Raw):       Yasuomi Umetsu --[No Operation]--> Yasuomi Umetsu --[(INV) written_by]--> Mezzo Forte --[written_by]--> Em
Neg LogProb(↓):   0.000940
Path Entropy(↓):  0.007492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in a very potter sequel
Start Entity:     A Very Potter Sequel
Gold Answer:      [['Darren Criss', 'Lauren Lopez', 'Joey Richter', 'Bonnie Gruesen']]
Predicted Ans:    Bonnie Gruesen
Predicted Path:   A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen --[(INV) starred_actors]--> A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen
Path (Raw):       A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen --[(INV) starred_actors]--> A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen
Neg LogProb(↓):   0.055700
Path Entropy(↓):  0.240380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the last exorcism
Start Entity:     The Last Exorcism
Gold Answer:      [['13 Sins']]
Predicted Ans:    The Last Exorcism
Predicted Path:   The Last Exorcism --[directed_by]--> Daniel Stamm --[(INV) directed_by]--> The Last Exorcism
Path (Raw):       The Last Exorcism --[directed_by]--> Daniel Stamm --[(INV) directed_by]--> The Last Exorcism --[No Operation]--> The Last Exorcism
Neg LogProb(↓):   0.034981
Path Entropy(↓):  0.156260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by richard boone were in which languages
Start Entity:     Richard Boone
Gold Answer:      [['French']]
Predicted Ans:    budd boetticher
Predicted Path:   Richard Boone --[(INV) starred_actors]--> The Tall T --[has_tags]--> budd boetticher
Path (Raw):       Richard Boone --[No Operation]--> Richard Boone --[(INV) starred_actors]--> The Tall T --[has_tags]--> budd boetticher
Neg LogProb(↓):   0.106828
Path Entropy(↓):  0.412729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films starred by princess caraboo actors
Start Entity:     Princess Caraboo
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Princess Caraboo --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[in_language]--> English
Path (Raw):       Princess Caraboo --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[in_language]--> English
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote a view to a kill
Start Entity:     A View to a Kill
Gold Answer:      [['Guy Hamilton', 'Ron Howard', 'Terence Young', 'John Guillermin', 'Elliott Nugent', 'Lloyd Bacon', 'Jack Clayton', 'Lewis Gilbert', 'Baz Luhrmann', 'John Glen']]
Predicted Ans:    Terence Young
Predicted Path:   A View to a Kill --[written_by]--> Richard Maibaum --[(INV) written_by]--> Thunderball --[directed_by]--> Terence Young
Path (Raw):       A View to a Kill --[written_by]--> Richard Maibaum --[(INV) written_by]--> Thunderball --[directed_by]--> Terence Young
Neg LogProb(↓):   1.203002
Path Entropy(↓):  1.783034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by beau travail writers release
Start Entity:     Beau Travail
Gold Answer:      [['1962', '1988', '2000', '2009', '2008', '2001', '2004', '1999', '1994', '2011', '1956', '2013']]
Predicted Ans:    1999
Predicted Path:   Beau Travail --[written_by]--> Herman Melville --[(INV) written_by]--> Pola X --[release_year]--> 1999
Path (Raw):       Beau Travail --[written_by]--> Herman Melville --[(INV) written_by]--> Pola X --[release_year]--> 1999
Neg LogProb(↓):   0.780431
Path Entropy(↓):  1.272250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by steve martin
Start Entity:     Steve Martin
Gold Answer:      [['1983', '1963', '2009', '2008', '2005', '1991', '1982', '2006', '1994', '1999', '1979', '1987', '1986']]
Predicted Ans:    1963
Predicted Path:   Steve Martin --[(INV) written_by]--> The Pink Panther --[release_year]--> 1963
Path (Raw):       Steve Martin --[No Operation]--> Steve Martin --[(INV) written_by]--> The Pink Panther --[release_year]--> 1963
Neg LogProb(↓):   0.951185
Path Entropy(↓):  1.960125
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie wag the dog
Start Entity:     Wag the Dog
Gold Answer:      [['Barry Levinson']]
Predicted Ans:    Barry Levinson
Predicted Path:   Wag the Dog --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Liberty Heights --[directed_by]--> Barry Levinson
Path (Raw):       Wag the Dog --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Liberty Heights --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.414569
Path Entropy(↓):  0.998757
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by john william corrington
Start Entity:     John William Corrington
Gold Answer:      [['Boris Sagal', 'Roger Corman']]
Predicted Ans:    Roger Corman
Predicted Path:   John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[directed_by]--> Roger Corman
Path (Raw):       John William Corrington --[No Operation]--> John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie mare nostrum released
Start Entity:     Mare Nostrum
Gold Answer:      [['1926']]
Predicted Ans:    1926
Predicted Path:   Mare Nostrum --[release_year]--> 1926 --[(INV) release_year]--> Kiki --[release_year]--> 1926
Path (Raw):       Mare Nostrum --[release_year]--> 1926 --[(INV) release_year]--> Kiki --[release_year]--> 1926
Neg LogProb(↓):   0.711416
Path Entropy(↓):  1.397418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in lake placid
Start Entity:     Lake Placid
Gold Answer:      [['Stanley Tucci', 'Eric Blakeney', 'Richard Maxwell', 'Wade Davis', 'Adam Rodman', 'Buster Keaton', 'Robert Rodat', 'Luc Besson', 'Dwight Yoakam', 'Anne Amanda Opotowsky', 'Scott Frank', 'Josann McGibbon', 'Sara Parriott', 'Jonas McCord', 'Charles Beaumont', 'Clare Peploe', 'Quentin Tarantino', 'Daniel Handler', 'Ulli Lommel', 'Jake Kasdan', 'Roland Emmerich', 'David Lynch', 'Daniel G. Sullivan', 'Clyde Bruckman', 'Al Boasberg', 'Charles Henry Smith', 'Daniel Vigne', 'Ben Livingston', 'Hannah Shakespeare', 'Jet Li', 'Kaja Blackley', 'Peyo', 'John Irving', 'John Boorman', 'Lars von Trier', 'Alan Parker', 'Richard Matheson', 'Wim Wenders', 'Ken Scott', 'Michael Dowse', 'Margaret Rosenthal', 'T. Coraghessan Boyle', 'Edgar Allan Poe', 'Peter Chelsom', 'George MacDonald Fraser', 'Barry Gifford', 'Cameron Crowe', 'David Loughery', 'Mark Steven Johnson', 'John Swetnam', 'Peter Flannery', 'William Brookfield', 'Robert Mundi', 'James Hadley Chase', 'Elmore Leonard', 'Dean Devlin', 'Aaron Sorkin', 'Mel Brooks', 'John Michael McDonagh', 'John Lutz', 'Mike Figgis']]
Predicted Ans:    Hannah Shakespeare
Predicted Path:   Lake Placid --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[written_by]--> Hannah Shakespeare
Path (Raw):       Lake Placid --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> The Raven --[written_by]--> Hannah Shakespeare
Neg LogProb(↓):   0.623608
Path Entropy(↓):  1.134932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is trust
Start Entity:     Trust
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Trust --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Trust --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.117553
Path Entropy(↓):  4.881587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by lizabeth scott
Start Entity:     Lizabeth Scott
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lizabeth Scott --[(INV) starred_actors]--> Pulp --[has_genre]--> Comedy
Path (Raw):       Lizabeth Scott --[No Operation]--> Lizabeth Scott --[(INV) starred_actors]--> Pulp --[has_genre]--> Comedy
Neg LogProb(↓):   0.899840
Path Entropy(↓):  0.718587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of nick carter, master detective
Start Entity:     Nick Carter, Master Detective
Gold Answer:      [['The Shopworn Angel', 'Mrs. Parkington', 'The Rack', 'Voyage to the Bottom of the Sea', 'Blossoms in the Dust', 'Command Decision', 'The Bad and the Beautiful', 'The Last Time I Saw Paris', 'Dark Command', 'Million Dollar Mermaid', 'Sky Murder', 'How Green Was My Valley', 'Mrs. Miniver', 'Dream Wife', 'Madame Curie', 'Too Hot to Handle', 'Forbidden Planet', 'Harry in Your Pocket', 'That Forsyte Woman', 'Calling Bulldog Drummond', 'Flight Command', 'Man Hunt']]
Predicted Ans:    How Green Was My Valley
Predicted Path:   Nick Carter, Master Detective --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley
Path (Raw):       Nick Carter, Master Detective --[starred_actors]--> Walter Pidgeon --[No Operation]--> Walter Pidgeon --[(INV) starred_actors]--> How Green Was My Valley
Neg LogProb(↓):   0.479565
Path Entropy(↓):  1.056570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with desperate in
Start Entity:     Desperate
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Desperate --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Path (Raw):       Desperate --[starred_actors]--> Raymond Burr --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Neg LogProb(↓):   0.000803
Path Entropy(↓):  0.007329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the gift
Start Entity:     The Gift
Gold Answer:      [['Piero Tellini', 'Harvey Weitzman', 'Vittorio de Benedetti', 'Marc Norman', 'Steven Baigelman', 'Jacquelin Perske', 'Patricia Highsmith', 'Michael Hirst', 'David Auburn', 'Annie Proulx', 'Dean DeBlois', 'Ben Younger', 'Harry Bates', 'Cressida Cowell', 'Bruce Beresford', 'Edmund H. North', 'Wes Anderson', 'Woody Allen', 'George Gallo', 'Andy Weiss', 'Ernest K. Gann', 'Mark Miller', 'George Clooney', 'Douglas Fairbanks', 'Derek Kolstad', 'Charles Perrault', 'Christopher Nolan', 'David S. Goyer', 'Richard Linklater', 'Grant Heslov', 'Kate Kondell', 'Peter Carey', "Jerry O'Connell", 'Kevin Williamson', 'Philip K. Dick', 'F. Scott Fitzgerald', 'George Lucas', 'William Gibson', 'Chris Weitz', 'David Koepp', 'Joseph Kanon', 'Gus Van Sant', 'Nancy Meyers', 'Neal Cassady', 'Matthew Robbins', 'Bernardo Bertolucci', 'Eric Roth', 'Jeff Nathanson', 'Robin Swicord', 'Noah Baumbach', 'John August', 'Cesare Zavattini', 'Robert L. Freedman', 'James Ellroy', 'Anthony Minghella', 'Herman Raucher', 'Scott Caan', 'Garry Marshall', 'Guillermo del Toro', 'Kevin Brodbin', 'Garth Ennis', 'Neal Jimenez', 'Sebastian Faulks', 'Jessica Bendinger', 'John Logan', 'Scott Silver', 'Robert M. Edsel', 'Patrick Marber', 'Oliver Parker', 'Oscar Wilde', 'Robert Mark Kamen', 'Kon Ichikawa', 'Katja von Garnier', 'Stephen Gaghan']]
Predicted Ans:    Katja von Garnier
Predicted Path:   The Gift --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       The Gift --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.524028
Path Entropy(↓):  1.441098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did joel david moore direct
Start Entity:     Joel David Moore
Gold Answer:      [['Spiral']]
Predicted Ans:    Spiral
Predicted Path:   Joel David Moore --[(INV) directed_by]--> Spiral --[written_by]--> Jeremy Danial Boreing --[(INV) written_by]--> Spiral
Path (Raw):       Joel David Moore --[(INV) directed_by]--> Spiral --[written_by]--> Jeremy Danial Boreing --[(INV) written_by]--> Spiral
Neg LogProb(↓):   0.170815
Path Entropy(↓):  0.485537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by antonio campos
Start Entity:     Antonio Campos
Gold Answer:      [['Afterschool', 'Simon Killer']]
Predicted Ans:    Simon Killer
Predicted Path:   Antonio Campos --[(INV) directed_by]--> Simon Killer --[directed_by]--> Antonio Campos --[(INV) directed_by]--> Simon Killer
Path (Raw):       Antonio Campos --[(INV) directed_by]--> Simon Killer --[directed_by]--> Antonio Campos --[(INV) directed_by]--> Simon Killer
Neg LogProb(↓):   0.978025
Path Entropy(↓):  1.288019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by nicholas jarecki in
Start Entity:     Nicholas Jarecki
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nicholas Jarecki --[(INV) directed_by]--> Arbitrage --[has_genre]--> Drama
Path (Raw):       Nicholas Jarecki --[No Operation]--> Nicholas Jarecki --[(INV) directed_by]--> Arbitrage --[has_genre]--> Drama
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the general
Start Entity:     The General
Gold Answer:      [['The Tailor of Panama', 'Cops', 'Zardoz', 'The Scarecrow', 'Neighbors', 'The Goat', 'Hope and Glory', 'Leo the Last', 'The Haunted House', 'The Electric House', 'Go West', 'Where the Heart Is', 'The Frozen North', 'The Love Nest', 'The Blacksmith', 'The Balloonatic', 'Excalibur', 'Convict 13', "The Tiger's Tail", "My Wife's Relations", 'The Paleface']]
Predicted Ans:    Zardoz
Predicted Path:   The General --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz
Path (Raw):       The General --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[No Operation]--> Zardoz
Neg LogProb(↓):   0.333320
Path Entropy(↓):  0.648643
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by peter masterson were released in which years
Start Entity:     Peter Masterson
Gold Answer:      [['1988', '1985']]
Predicted Ans:    1985
Predicted Path:   Peter Masterson --[(INV) directed_by]--> The Trip to Bountiful --[release_year]--> 1985
Path (Raw):       Peter Masterson --[No Operation]--> Peter Masterson --[(INV) directed_by]--> The Trip to Bountiful --[release_year]--> 1985
Neg LogProb(↓):   0.006228
Path Entropy(↓):  0.037744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film the house of branching love
Start Entity:     The House of Branching Love
Gold Answer:      [['Petri Karra', 'Mika Kaurismäki']]
Predicted Ans:    Mika Kaurismäki
Predicted Path:   The House of Branching Love --[written_by]--> Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love --[written_by]--> Mika Kaurismäki
Path (Raw):       The House of Branching Love --[written_by]--> Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love --[written_by]--> Mika Kaurismäki
Neg LogProb(↓):   0.181432
Path Entropy(↓):  0.546026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by ulzana's raid actors
Start Entity:     Ulzana's Raid
Gold Answer:      [['St. Clair McKelway', "Frank O'Rourke", 'Arthur Hailey', 'N. Richard Nash', 'Waldo Salt', 'Edward Anhalt', 'Johnny Dawkins', 'Aleksandr Gordon', 'Ernest Hemingway', 'Ursula K. Le Guin', 'Ernest Lehman', 'James Jones', 'Clifford Odets', 'Dennis Gansel', 'Ron Jones', 'John Guare', 'Ketti Frings', 'William Eastlake', 'Lucille Fletcher', 'Edward L. Montoro', 'Andrei Tarkovsky', 'Leon Uris', 'Bill Forsyth', 'Rod Serling', 'Sinclair Lewis', 'Rob Zombie', 'Randal Kleiser', 'Giuseppe Tomasi di Lampedusa', 'John Cheever', 'Charles W. Bailey II', 'Stephen Gilbert', 'Fletcher Knebel', 'Luke Short', 'Ron Hutchinson', 'Laurie Craig', 'Tennessee Williams', 'Luchino Visconti', 'Don Tracy', 'Thomas E. Gaddis', 'Francis Ford Coppola', 'John Grisham', 'Felix Holt', 'Hal Kanter', 'Guy Trosper', 'Daniel Fuchs', 'H.G. Wells', 'Anthony Veiller', 'James Drought', 'Alan Le May', 'William Inge', 'Max Catto', 'Eleanor Perry', 'Rose Valland', 'Frank Davis', 'Franklin Coen', 'Walter Wager', 'Daniel Ford', 'Borden Chase', 'George Seaton', 'Richard Stanley', 'Elmore Leonard', "Liam O'Brien", 'Richard Brooks', 'Abby Mann', 'Evan Hunter', 'Willis Goldbeck']]
Predicted Ans:    Ron Hutchinson
Predicted Path:   Ulzana's Raid --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       Ulzana's Raid --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   1.904485
Path Entropy(↓):  3.419881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by randolph scott
Start Entity:     Randolph Scott
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   1.034980
Path Entropy(↓):  1.732019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of barnacle bill
Start Entity:     Barnacle Bill
Gold Answer:      [['Fred Astaire', 'June Allyson', 'Carmen Miranda', 'Madeleine Carroll', 'Fred MacMurray', 'Jane Powell', 'Henry Fonda', 'Ronald Colman', 'Elvis Presley', 'James Stewart', 'Lana Turner', 'Elizabeth Taylor', 'Deborah Kerr', 'Louis Calhern', 'Red Skelton', 'Wallace Beery', 'Anne Crawford', 'Lynne Frederick', 'Myrna Loy', 'Lee J. Cobb', 'Raymond Massey', 'Mel Ferrer', 'George Sanders', 'Stewart Granger', 'Mario Lanza', 'Elke Sommer', 'Sam Neill', 'Robert Walker', 'Hedy Lamarr', 'Donald Crisp', 'William Powell', 'Edmund Purdom', 'Dame May Whitty', 'Joan Crawford', 'Betta St. John', 'Anthony Andrews', 'Robert Taylor', 'Sydney Greenstreet', 'John Beal', 'Carolyn Jones', 'Carroll Baker', 'Florence Rice', 'Ann Blyth', 'Arlene Dahl', 'Rosalind Russell', 'Gene Kelly', 'Ava Gardner', 'Joan Fontaine', 'Mickey Shaughnessy', 'Judy Tyler', 'Lionel Jeffries', 'Jane Greer', 'Edward Kerr', 'Spencer Tracy', 'Christopher Reeve', 'James Mason', 'C. Aubrey Smith', 'Kim Cattrall', 'Peter Sellers']]
Predicted Ans:    Stewart Granger
Predicted Path:   Barnacle Bill --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[starred_actors]--> Stewart Granger
Path (Raw):       Barnacle Bill --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[starred_actors]--> Stewart Granger
Neg LogProb(↓):   0.609637
Path Entropy(↓):  1.753572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by olga mironova released
Start Entity:     Olga Mironova
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Olga Mironova --[(INV) starred_actors]--> Come and See --[release_year]--> 1985
Path (Raw):       Olga Mironova --[No Operation]--> Olga Mironova --[(INV) starred_actors]--> Come and See --[release_year]--> 1985
Neg LogProb(↓):   0.000252
Path Entropy(↓):  0.002337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ted knight act in
Start Entity:     Ted Knight
Gold Answer:      [['Caddyshack']]
Predicted Ans:    Seems Like Old Times
Predicted Path:   Ted Knight --[(INV) starred_actors]--> Caddyshack --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times
Path (Raw):       Ted Knight --[(INV) starred_actors]--> Caddyshack --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times
Neg LogProb(↓):   0.482292
Path Entropy(↓):  0.969685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film scorchers
Start Entity:     Scorchers
Gold Answer:      [['Andrew Birkin', 'Edmund Goulding', 'Les Mayfield', 'David Leland', 'Mark Linfield', 'Alastair Fothergill', 'Ross Kagan Marks', 'Franco Zeffirelli', 'Kevin Spacey', 'Penny Panayotopoulou', 'John Milius', 'John Byrum', 'Woody Allen', 'John Landis', 'Volker Schlöndorff', 'Nicolas Roeg', 'Mick Jackson', 'Roman Polanski', 'Irvin Kershner', 'King Vidor', 'Peter Sykes', 'Darrell Roodt', 'Martin Ritt', 'Stanley Kramer', 'Brian G. Hutton', 'Sidney Poitier', 'Jon Amiel', 'Joe Dante', 'Francis Ford Coppola', 'Marcus Nispel', 'Joseph Sargent', 'Elia Kazan', 'Steven Spielberg', 'John Berry', 'Francis Veber', 'Frank Perry', 'Richard Pearce', 'Deepa Mehta', 'Sidney Lumet', 'Emir Kusturica', 'Roger Allers', 'Charles Frend', 'John Guillermin', 'Rob Minkoff', 'Ken Kwapis', 'Sydney Pollack', 'Peter Duffell', 'Arthur Penn', 'John McTiernan', 'Norman Jewison', 'Steve Miner', 'Barbet Schroeder', 'Jeannot Szwarc', 'Larry Cohen', 'James Ivory', 'Gary Nelson']]
Predicted Ans:    Mark Linfield
Predicted Path:   Scorchers --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[directed_by]--> Mark Linfield
Path (Raw):       Scorchers --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[directed_by]--> Mark Linfield
Neg LogProb(↓):   1.172889
Path Entropy(↓):  1.413659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the reformer and the redhead in
Start Entity:     The Reformer and the Redhead
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Reformer and the Redhead --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Path (Raw):       The Reformer and the Redhead --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Neg LogProb(↓):   0.044619
Path Entropy(↓):  0.198350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie total recall starred who
Start Entity:     Total Recall
Gold Answer:      [['Kate Beckinsale', 'Bryan Cranston', 'Colin Farrell', 'Jessica Biel']]
Predicted Ans:    Jessica Biel
Predicted Path:   Total Recall --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> The Tall Man --[starred_actors]--> Jessica Biel
Path (Raw):       Total Recall --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> The Tall Man --[starred_actors]--> Jessica Biel
Neg LogProb(↓):   0.832593
Path Entropy(↓):  1.052002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by donald o'connor
Start Entity:     Donald O'Connor
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Donald O'Connor --[(INV) starred_actors]--> Anything Goes --[has_genre]--> Musical
Path (Raw):       Donald O'Connor --[No Operation]--> Donald O'Connor --[(INV) starred_actors]--> Anything Goes --[has_genre]--> Musical
Neg LogProb(↓):   0.002722
Path Entropy(↓):  0.022377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with dore schary
Start Entity:     Dore Schary
Gold Answer:      [['John Meehan', 'Hugo Butler', 'Eleanore Griffin']]
Predicted Ans:    John Meehan
Predicted Path:   Dore Schary --[(INV) written_by]--> Boys Town --[written_by]--> John Meehan
Path (Raw):       Dore Schary --[No Operation]--> Dore Schary --[(INV) written_by]--> Boys Town --[written_by]--> John Meehan
Neg LogProb(↓):   0.183185
Path Entropy(↓):  0.459692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Tab murphy was the director of which films
Start Entity:     Tab Murphy
Gold Answer:      [['Last of the Dogmen']]
Predicted Ans:    Last of the Dogmen
Predicted Path:   Tab Murphy --[(INV) directed_by]--> Last of the Dogmen --[directed_by]--> Tab Murphy --[(INV) directed_by]--> Last of the Dogmen
Path (Raw):       Tab Murphy --[(INV) directed_by]--> Last of the Dogmen --[directed_by]--> Tab Murphy --[(INV) directed_by]--> Last of the Dogmen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of frank mcguinness written movies
Start Entity:     Frank McGuinness
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Frank McGuinness --[(INV) written_by]--> Talk of Angels --[release_year]--> 1998
Path (Raw):       Frank McGuinness --[No Operation]--> Frank McGuinness --[(INV) written_by]--> Talk of Angels --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by helen reddy
Start Entity:     Helen Reddy
Gold Answer:      [['Don Chaffey']]
Predicted Ans:    Don Chaffey
Predicted Path:   Helen Reddy --[(INV) starred_actors]--> Pete's Dragon --[directed_by]--> Don Chaffey
Path (Raw):       Helen Reddy --[No Operation]--> Helen Reddy --[(INV) starred_actors]--> Pete's Dragon --[directed_by]--> Don Chaffey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in body count
Start Entity:     Body Count
Gold Answer:      [['Alexandre Aja', 'Walter Hill', 'Tim Story', 'Seth Zvi Rosenfeld', 'Michelle Manning', 'Martin Scorsese', 'Spike Lee', 'Douglas Day Stewart', 'Don Bluth', 'Jeff Kanew', "Thaddeus O'Sullivan", 'William Friedkin', 'Jon Favreau', 'Henry Hathaway', 'Rocky Morton', 'Annabel Jankel', 'Jonas Åkerlund', 'Duane Crichton', 'Alan Rudolph', 'Gary Goldman', 'Steve Rash', 'Abel Ferrara', 'Stuart Baird', 'John Dahl', 'Marek Kanievska', 'Rich Cowan', 'Mark A.Z. Dippé', 'George A. Romero', 'Sam Weisman', 'Greg Marcks', 'Paul Schrader', 'Keoni Waxman', 'John Singleton', 'Andrew Bergman', 'Roel Reiné', 'Brad Anderson', 'Brad Furman', 'Carlos Saldanha', 'Chris Wedge', 'Zack Snyder', 'Barbet Schroeder', 'Brian De Palma']]
Predicted Ans:    Jon Favreau
Predicted Path:   Body Count --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> Chef --[directed_by]--> Jon Favreau
Path (Raw):       Body Count --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> Chef --[directed_by]--> Jon Favreau
Neg LogProb(↓):   0.632976
Path Entropy(↓):  1.312235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the chronicles of riddick
Start Entity:     The Chronicles of Riddick
Gold Answer:      [['Waterworld', 'Warlock', 'Pitch Black', 'Riddick', 'The Arrival', 'A Perfect Getaway', 'Below', 'Terminal Velocity']]
Predicted Ans:    Terminal Velocity
Predicted Path:   The Chronicles of Riddick --[written_by]--> David Twohy --[(INV) written_by]--> Terminal Velocity
Path (Raw):       The Chronicles of Riddick --[No Operation]--> The Chronicles of Riddick --[written_by]--> David Twohy --[(INV) written_by]--> Terminal Velocity
Neg LogProb(↓):   0.981332
Path Entropy(↓):  1.817580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with oskar roehler
Start Entity:     Oskar Roehler
Gold Answer:      [['Michel Houellebecq']]
Predicted Ans:    Michel Houellebecq
Predicted Path:   Oskar Roehler --[(INV) written_by]--> Atomised --[written_by]--> Michel Houellebecq
Path (Raw):       Oskar Roehler --[No Operation]--> Oskar Roehler --[(INV) written_by]--> Atomised --[written_by]--> Michel Houellebecq
Neg LogProb(↓):   0.010669
Path Entropy(↓):  0.058994
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the inglorious bastards
Start Entity:     The Inglorious Bastards
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Inglorious Bastards --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       The Inglorious Bastards --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   2.229106
Path Entropy(↓):  3.148820
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does jennifer saunders appear in
Start Entity:     Jennifer Saunders
Gold Answer:      [['Muppet Treasure Island']]
Predicted Ans:    Muppet Treasure Island
Predicted Path:   Jennifer Saunders --[(INV) starred_actors]--> Muppet Treasure Island --[starred_actors]--> Kevin Bishop --[(INV) starred_actors]--> Muppet Treasure Island
Path (Raw):       Jennifer Saunders --[(INV) starred_actors]--> Muppet Treasure Island --[starred_actors]--> Kevin Bishop --[(INV) starred_actors]--> Muppet Treasure Island
Neg LogProb(↓):   0.023545
Path Entropy(↓):  0.122930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by gladys hurlbut
Start Entity:     Gladys Hurlbut
Gold Answer:      [['Michèle Morgan', 'Frank Sinatra', 'Jack Haley']]
Predicted Ans:    Frank Sinatra
Predicted Path:   Gladys Hurlbut --[(INV) written_by]--> Higher and Higher --[starred_actors]--> Frank Sinatra
Path (Raw):       Gladys Hurlbut --[No Operation]--> Gladys Hurlbut --[(INV) written_by]--> Higher and Higher --[starred_actors]--> Frank Sinatra
Neg LogProb(↓):   0.206851
Path Entropy(↓):  0.482097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Dangerous liaisons is a film written by this person
Start Entity:     Dangerous Liaisons
Gold Answer:      [['Christopher Hampton', 'Choderlos de Laclos']]
Predicted Ans:    Choderlos de Laclos
Predicted Path:   Dangerous Liaisons --[written_by]--> Choderlos de Laclos --[(INV) written_by]--> Dangerous Liaisons --[written_by]--> Choderlos de Laclos
Path (Raw):       Dangerous Liaisons --[written_by]--> Choderlos de Laclos --[(INV) written_by]--> Dangerous Liaisons --[written_by]--> Choderlos de Laclos
Neg LogProb(↓):   2.329365
Path Entropy(↓):  2.618250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by alison ellwood
Start Entity:     Alison Ellwood
Gold Answer:      [['Ken Kesey', 'Alex Gibney']]
Predicted Ans:    Alex Gibney
Predicted Path:   Alison Ellwood --[(INV) directed_by]--> Magic Trip --[written_by]--> Alex Gibney
Path (Raw):       Alison Ellwood --[No Operation]--> Alison Ellwood --[(INV) directed_by]--> Magic Trip --[written_by]--> Alex Gibney
Neg LogProb(↓):   0.046921
Path Entropy(↓):  0.222720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of intermission starred who
Start Entity:     Intermission
Gold Answer:      [['Domhnall Gleeson', 'Bill Milner', 'Saoirse Ronan', 'Emory Cohen', 'Peter Mullan', 'Andrew Garfield']]
Predicted Ans:    Bill Milner
Predicted Path:   Intermission --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There? --[starred_actors]--> Bill Milner
Path (Raw):       Intermission --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There? --[starred_actors]--> Bill Milner
Neg LogProb(↓):   0.002195
Path Entropy(↓):  0.016394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by leslie howard release
Start Entity:     Leslie Howard
Gold Answer:      [['1968', '1934', '1936', '1982', '1938', '1932', '1937', '1931']]
Predicted Ans:    1968
Predicted Path:   Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[release_year]--> 1968
Path (Raw):       Leslie Howard --[No Operation]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[release_year]--> 1968
Neg LogProb(↓):   1.007575
Path Entropy(↓):  2.133772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of endgame
Start Entity:     Endgame
Gold Answer:      [['Mad Love']]
Predicted Ans:    Mad Love
Predicted Path:   Endgame --[written_by]--> Paula Milne --[(INV) written_by]--> Mad Love
Path (Raw):       Endgame --[No Operation]--> Endgame --[written_by]--> Paula Milne --[(INV) written_by]--> Mad Love
Neg LogProb(↓):   0.013099
Path Entropy(↓):  0.080801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of la strada
Start Entity:     La Strada
Gold Answer:      [['Alberto Lattuada', 'Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Tullio Pinelli', 'Ennio Flaiano', 'Michelangelo Antonioni', 'Roger Vadim', 'Giacomo Casanova', 'Brunello Rondi', 'Edgar Allan Poe', 'Cesare Zavattini', 'Louis Malle']]
Predicted Ans:    Federico Fellini
Predicted Path:   La Strada --[directed_by]--> Federico Fellini --[(INV) directed_by]--> 8½ --[written_by]--> Federico Fellini
Path (Raw):       La Strada --[directed_by]--> Federico Fellini --[(INV) directed_by]--> 8½ --[written_by]--> Federico Fellini
Neg LogProb(↓):   1.741856
Path Entropy(↓):  2.567994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer robert benton
Start Entity:     Robert Benton
Gold Answer:      [['Sally Field', 'Bruce Willis', 'Henry Fonda', 'Marlon Brando', 'Anthony Hopkins', "Ryan O'Neal", 'Barry Brown', 'Lily Tomlin', 'Faye Dunaway', 'John Cusack', 'Jessica Tandy', 'Billy Bob Thornton', 'Ellen Barkin', 'Hume Cronyn', 'Warren Beatty', 'Michael J. Pollard', 'Eric Roberts', 'Ned Beatty', 'Chris Rock', 'Meryl Streep', 'Warren Oates', 'Kim Basinger', 'Amy Madigan', 'Paul Newman', 'Roy Scheider', 'Gene Hackman', 'Susan Sarandon', 'Laurence Fishburne', 'Art Carney', 'Jeff Bridges', 'Mare Winningham', 'Eugene Roche', 'Bill Macy', 'Kirk Douglas', 'Frank Langella', 'Melanie Griffith', 'Kristen Stewart', 'Reese Witherspoon', 'Rosanna Arquette', 'Ed Harris', 'Joe Grifasi', 'Lindsay Crouse', 'Madeline Kahn', 'Christopher Reeve', 'Barbra Streisand']]
Predicted Ans:    Madeline Kahn
Predicted Path:   Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Path (Raw):       Robert Benton --[No Operation]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.228545
Path Entropy(↓):  0.707919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did joanna gleason act in
Start Entity:     Joanna Gleason
Gold Answer:      [['Into the Woods']]
Predicted Ans:    Into the Woods
Predicted Path:   Joanna Gleason --[(INV) starred_actors]--> Into the Woods --[starred_actors]--> Joanna Gleason --[(INV) starred_actors]--> Into the Woods
Path (Raw):       Joanna Gleason --[(INV) starred_actors]--> Into the Woods --[starred_actors]--> Joanna Gleason --[(INV) starred_actors]--> Into the Woods
Neg LogProb(↓):   0.006834
Path Entropy(↓):  0.045471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by mio takada release
Start Entity:     Mio Takada
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Mio Takada --[(INV) starred_actors]--> White on Rice --[release_year]--> 2009
Path (Raw):       Mio Takada --[No Operation]--> Mio Takada --[(INV) starred_actors]--> White on Rice --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is the house by the cemetery
Start Entity:     The House by the Cemetery
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The House by the Cemetery --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The House by the Cemetery --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.433688
Path Entropy(↓):  4.030292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by tamer hassan fall under
Start Entity:     Tamer Hassan
Gold Answer:      [['Crime']]
Predicted Ans:    English
Predicted Path:   Tamer Hassan --[(INV) starred_actors]--> The Football Factory --[in_language]--> English
Path (Raw):       Tamer Hassan --[No Operation]--> Tamer Hassan --[(INV) starred_actors]--> The Football Factory --[in_language]--> English
Neg LogProb(↓):   0.042021
Path Entropy(↓):  0.189471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe red dust
Start Entity:     Red Dust
Gold Answer:      [['national film registry', 'bd-r', 'victor fleming']]
Predicted Ans:    bd-r
Predicted Path:   Red Dust --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Red Dust --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.528596
Path Entropy(↓):  1.184436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did matt lanter star in
Start Entity:     Matt Lanter
Gold Answer:      [['Disaster Movie', 'Vampires Suck']]
Predicted Ans:    Vampires Suck
Predicted Path:   Matt Lanter --[(INV) starred_actors]--> Vampires Suck --[starred_actors]--> Jenn Proske --[(INV) starred_actors]--> Vampires Suck
Path (Raw):       Matt Lanter --[(INV) starred_actors]--> Vampires Suck --[starred_actors]--> Jenn Proske --[(INV) starred_actors]--> Vampires Suck
Neg LogProb(↓):   0.094070
Path Entropy(↓):  0.371646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie air force one about
Start Entity:     Air Force One
Gold Answer:      [['wolfgang petersen', 'president', 'harrison ford', 'gary oldman', 'action', 'glenn close']]
Predicted Ans:    gary oldman
Predicted Path:   Air Force One --[written_by]--> Andrew W. Marlowe --[(INV) written_by]--> Air Force One --[has_tags]--> gary oldman
Path (Raw):       Air Force One --[written_by]--> Andrew W. Marlowe --[(INV) written_by]--> Air Force One --[has_tags]--> gary oldman
Neg LogProb(↓):   0.602073
Path Entropy(↓):  0.702063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the wind
Start Entity:     The Wind
Gold Answer:      [['John Gilbert', 'Henry B. Walthall', 'Victor Sjöström', 'Astrid Holm', 'Tore Svennberg', 'Hilda Borgström', 'Gary Oldman', 'Lon Chaney', 'Robert Duvall', 'Demi Moore', 'Norma Shearer', 'Lou Castel', 'Senta Berger', 'Hans Christian Blech']]
Predicted Ans:    Gary Oldman
Predicted Path:   The Wind --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[starred_actors]--> Gary Oldman
Path (Raw):       The Wind --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.585413
Path Entropy(↓):  1.162638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film innerspace were released in which years
Start Entity:     Innerspace
Gold Answer:      [['2008', '2003', '1992', '1993', '1985', '1979', '1984', '1998', '2009', '2004', '1994', '1956', '1983', '1995', '1990', '1989', '1996', '2002', '1981', '2012', '1961', '2011', '1962', '1988', '1978', '2000', '1997', '1950', '1960', '2005', '1991', '1965', '1999', '1987', '1986']]
Predicted Ans:    2000
Predicted Path:   Innerspace --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> Proof of Life --[release_year]--> 2000
Path (Raw):       Innerspace --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> Proof of Life --[release_year]--> 2000
Neg LogProb(↓):   1.600186
Path Entropy(↓):  2.755005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in lawless
Start Entity:     Lawless
Gold Answer:      [['Family', 'Music', 'Sport', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Lawless --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       Lawless --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   1.029647
Path Entropy(↓):  1.833628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote much ado about nothing
Start Entity:     Much Ado About Nothing
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'George Cukor', 'William Dieterle', 'Paul Mazursky', 'Derek Jarman', 'Tim Blake Nelson', 'Franco Zeffirelli', 'Ralph Fiennes', 'Michael Hoffman', 'Stuart Burge', 'Peter Greenaway', 'Kenneth Branagh', 'Roman Polanski', 'Grigori Kozintsev', 'Julie Taymor', 'Joss Whedon', 'Baz Luhrmann', 'Ingmar Bergman', 'Max Reinhardt', 'Vishal Bhardwaj', 'Laurence Olivier', 'Drew Goddard', 'Brin Hill', 'Alan Brown', 'Tony Richardson', 'Peter Hall', 'Oliver Parker', 'John Lasseter', 'Orson Welles', 'Al Pacino', 'Uli Edel', 'Joseph L. Mankiewicz']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Much Ado About Nothing --[written_by]--> Kenneth Branagh --[(INV) written_by]--> Henry V --[directed_by]--> Kenneth Branagh
Path (Raw):       Much Ado About Nothing --[written_by]--> Kenneth Branagh --[(INV) written_by]--> Henry V --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   2.047624
Path Entropy(↓):  2.088965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the last valley actors
Start Entity:     The Last Valley
Gold Answer:      [['Jerry Zucker', 'Ronald Neame', 'Philip Kaufman', 'J. Lee Thompson', 'Alfonso Cuarón', 'John Huston', 'Henry Levin', 'Irwin Allen', 'Mark Rydell', 'Guy Green', 'Michael Hoffman', 'François Dupeyron', 'Woody Allen', 'David Lean', 'Henri Verneuil', 'Daniel Barber', 'Alan Alda', 'Donald Petrie', 'Kenneth Branagh', 'Sidney J. Furie', 'Gore Verbinski', 'Christopher Nolan', 'Thom Eberhardt', 'Oliver Stone', 'Robert Aldrich', 'Charles Shyer', 'Otto Preminger', 'Michael Bay', 'John Frankenheimer', 'Steven Seagal', 'Peter Collinson', 'Anatole Litvak', 'Ken Russell', 'Ivan Passer', 'Terence Young', 'Brian Henson', 'Joel Schumacher', 'Phillip Noyce', 'Bob Swaim', 'Neil Jordan', 'Herbert Ross', 'Jim Abrahams', 'Tim McCanlies', 'Joseph Losey', 'Joe Johnston', 'Stephen Kay', 'Stanley Donen', 'John Sturges', 'Jan Egleson', 'Sidney Lumet', 'Don Siegel', 'John Irvin', 'David Zucker', 'Guy Hamilton', 'Simon Langton', 'Frank Oz', 'Fred Zinnemann', 'Norman Jewison', 'Brad Lewis', 'John Lasseter', 'F. Gary Gray', 'Michael Radford', 'Lewis Gilbert', 'Mike Hodges', 'Joseph L. Mankiewicz', 'Brian De Palma', 'Michael Ritchie']]
Predicted Ans:    Peter Collinson
Predicted Path:   The Last Valley --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Path (Raw):       The Last Valley --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[directed_by]--> Peter Collinson
Neg LogProb(↓):   1.354083
Path Entropy(↓):  2.895730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of 3 godfathers
Start Entity:     3 Godfathers
Gold Answer:      [['John Ford']]
Predicted Ans:    John Ford
Predicted Path:   3 Godfathers --[directed_by]--> John Ford --[(INV) directed_by]--> The Informer --[directed_by]--> John Ford
Path (Raw):       3 Godfathers --[directed_by]--> John Ford --[(INV) directed_by]--> The Informer --[directed_by]--> John Ford
Neg LogProb(↓):   1.831830
Path Entropy(↓):  2.580292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did robert smith write
Start Entity:     Robert Smith
Gold Answer:      [['Sudden Fear']]
Predicted Ans:    Sudden Fear
Predicted Path:   Robert Smith --[(INV) written_by]--> Sudden Fear --[written_by]--> Edna Sherry --[(INV) written_by]--> Sudden Fear
Path (Raw):       Robert Smith --[(INV) written_by]--> Sudden Fear --[written_by]--> Edna Sherry --[(INV) written_by]--> Sudden Fear
Neg LogProb(↓):   0.550585
Path Entropy(↓):  0.681966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - directors of mark adam
Start Entity:     Mark Adam
Gold Answer:      [['David Gow']]
Predicted Ans:    Mark Adam
Predicted Path:   Mark Adam --[(INV) directed_by]--> Steel Toes --[directed_by]--> Mark Adam
Path (Raw):       Mark Adam --[No Operation]--> Mark Adam --[(INV) directed_by]--> Steel Toes --[directed_by]--> Mark Adam
Neg LogProb(↓):   0.000258
Path Entropy(↓):  0.002390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the film prom night
Start Entity:     Prom Night
Gold Answer:      [['2008']]
Predicted Ans:    1980
Predicted Path:   Prom Night --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Prom Night --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.619983
Path Entropy(↓):  2.996923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of men at work
Start Entity:     Men at Work
Gold Answer:      [['Emilio Estevez', 'Veronica Cartwright', 'Charlie Sheen', 'Demi Moore', 'Martin Sheen', 'Deborah Kara Unger', 'Kathy Bates', 'Yorick van Wageningen']]
Predicted Ans:    Emilio Estevez
Predicted Path:   Men at Work --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home --[starred_actors]--> Emilio Estevez
Path (Raw):       Men at Work --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.681587
Path Entropy(↓):  0.959948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by billy boyd
Start Entity:     Billy Boyd
Gold Answer:      [['Don Mancini', 'Armen Evrensel']]
Predicted Ans:    Armen Evrensel
Predicted Path:   Billy Boyd --[(INV) starred_actors]--> Space Milkshake --[written_by]--> Armen Evrensel
Path (Raw):       Billy Boyd --[No Operation]--> Billy Boyd --[(INV) starred_actors]--> Space Milkshake --[written_by]--> Armen Evrensel
Neg LogProb(↓):   0.089764
Path Entropy(↓):  0.292838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the son's room
Start Entity:     The Son's Room
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Son's Room --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       The Son's Room --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.462797
Path Entropy(↓):  2.553576
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of far from the madding crowd
Start Entity:     Far from the Madding Crowd
Gold Answer:      [['Michael Winterbottom', 'Roman Polanski']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   Far from the Madding Crowd --[written_by]--> Thomas Hardy --[(INV) written_by]--> Trishna --[directed_by]--> Michael Winterbottom
Path (Raw):       Far from the Madding Crowd --[written_by]--> Thomas Hardy --[(INV) written_by]--> Trishna --[directed_by]--> Michael Winterbottom
Neg LogProb(↓):   0.696280
Path Entropy(↓):  0.721508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Chu chin chow, when was it released
Start Entity:     Chu Chin Chow
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   Chu Chin Chow --[release_year]--> 1934 --[(INV) release_year]--> Operator 13 --[release_year]--> 1934
Path (Raw):       Chu Chin Chow --[release_year]--> 1934 --[(INV) release_year]--> Operator 13 --[release_year]--> 1934
Neg LogProb(↓):   1.993901
Path Entropy(↓):  3.389277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the don is dead
Start Entity:     The Don Is Dead
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   The Don Is Dead --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Path (Raw):       The Don Is Dead --[release_year]--> 1973 --[(INV) release_year]--> Soylent Green --[release_year]--> 1973
Neg LogProb(↓):   1.805074
Path Entropy(↓):  3.668356
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by dreamcatcher actors
Start Entity:     Dreamcatcher
Gold Answer:      [['Ellen Perry', 'Doug Ellin', 'Nick Perry', 'Lawrence Kasdan', 'Simon Moore', 'Neal Cassady', 'Stephen Mazur', 'Paul Guay', 'Kevin Smith', 'Robert Dunn', 'Ross Bagdasarian', 'Rupert Wyatt', 'John Wainwright', 'Elmore Leonard', 'Frank Darabont', 'Stephen King', 'Hank Steinberg', 'Andre Fabrizio', 'Jeremy Passmore']]
Predicted Ans:    Stephen King
Predicted Path:   Dreamcatcher --[starred_actors]--> Jason Lee --[(INV) starred_actors]--> Dreamcatcher --[written_by]--> Stephen King
Path (Raw):       Dreamcatcher --[starred_actors]--> Jason Lee --[(INV) starred_actors]--> Dreamcatcher --[written_by]--> Stephen King
Neg LogProb(↓):   0.483084
Path Entropy(↓):  1.268855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film reagan
Start Entity:     Reagan
Gold Answer:      [['Christopher Hitchens', 'Eugene Jarecki']]
Predicted Ans:    Christopher Hitchens
Predicted Path:   Reagan --[directed_by]--> Eugene Jarecki --[(INV) directed_by]--> The Trials of Henry Kissinger --[written_by]--> Christopher Hitchens
Path (Raw):       Reagan --[directed_by]--> Eugene Jarecki --[(INV) directed_by]--> The Trials of Henry Kissinger --[written_by]--> Christopher Hitchens
Neg LogProb(↓):   0.016607
Path Entropy(↓):  0.089891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of can't buy me love
Start Entity:     Can't Buy Me Love
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Can't Buy Me Love --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Can't Buy Me Love --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.427901
Path Entropy(↓):  4.691249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the messengers released
Start Entity:     The Messengers
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The Messengers --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       The Messengers --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.327285
Path Entropy(↓):  4.688109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with true confession in
Start Entity:     True Confession
Gold Answer:      [['French']]
Predicted Ans:    Louis Verneuil
Predicted Path:   True Confession --[written_by]--> Louis Verneuil --[(INV) written_by]--> True Confession --[written_by]--> Louis Verneuil
Path (Raw):       True Confession --[written_by]--> Louis Verneuil --[(INV) written_by]--> True Confession --[written_by]--> Louis Verneuil
Neg LogProb(↓):   1.065560
Path Entropy(↓):  1.540346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the film seven samurai
Start Entity:     Seven Samurai
Gold Answer:      [['Akira Kurosawa']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   Seven Samurai --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[written_by]--> Akira Kurosawa
Path (Raw):       Seven Samurai --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[written_by]--> Akira Kurosawa
Neg LogProb(↓):   0.102329
Path Entropy(↓):  0.459110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of nicola kraus
Start Entity:     Nicola Kraus
Gold Answer:      [['Robert Pulcini', 'Shari Springer Berman', 'Emma McLaughlin']]
Predicted Ans:    Robert Pulcini
Predicted Path:   Nicola Kraus --[(INV) written_by]--> The Nanny Diaries --[written_by]--> Robert Pulcini
Path (Raw):       Nicola Kraus --[No Operation]--> Nicola Kraus --[(INV) written_by]--> The Nanny Diaries --[written_by]--> Robert Pulcini
Neg LogProb(↓):   0.017038
Path Entropy(↓):  0.097986
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was giorgio bassani the writer of
Start Entity:     Giorgio Bassani
Gold Answer:      [['The Garden of the Finzi-Continis']]
Predicted Ans:    The Garden of the Finzi-Continis
Predicted Path:   Giorgio Bassani --[(INV) written_by]--> The Garden of the Finzi-Continis --[written_by]--> Giorgio Bassani --[(INV) written_by]--> The Garden of the Finzi-Continis
Path (Raw):       Giorgio Bassani --[(INV) written_by]--> The Garden of the Finzi-Continis --[written_by]--> Giorgio Bassani --[(INV) written_by]--> The Garden of the Finzi-Continis
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie conversations with other women
Start Entity:     Conversations with Other Women
Gold Answer:      [['2008', '2003', '2006', '1985', '2015', '2007', '1968', '1998', '2009', '1933', '1951', '2010', '2004', '2014', '1914', '2001', '1989', '2002', '1981', '2012', '2013', '1997', '1950', '2005', '1991', '1999', '1986']]
Predicted Ans:    1981
Predicted Path:   Conversations with Other Women --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Path (Raw):       Conversations with Other Women --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   0.701242
Path Entropy(↓):  1.541135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is being human
Start Entity:     Being Human
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Being Human --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Being Human --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.563909
Path Entropy(↓):  4.180029
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by lost and found actors
Start Entity:     Lost and Found
Gold Answer:      [['Paul Mazursky', 'Brian Garfield', 'Larry Kramer', 'Michael Crichton', 'Marshall Brickman', 'Tom Stoppard', 'Ernest Lehman', 'Richard LaGravenese', 'Bryan Forbes', 'Ivan Passer', 'Penelope Gilliatt', 'Jack Rose', 'Mike Hodges', 'Nicholas Stoller', 'John Gay', 'Thomas Wiseman', 'Howard Browne', 'Robert Klane', 'Amy Heckerling', 'Richard Wilson', 'Neal Jimenez', 'William Goldman', 'Melvin Frank', 'Donald E. Westlake', 'James Clavell', 'Richard Yates', 'William Roberts', 'Judd Apatow', 'Lindy Laub', 'Russell Hoban', 'Ivan Lyons', 'Harold Pinter', 'Tom Ardies', 'John Hale', 'Gérard Oury', 'André Cayatte']]
Predicted Ans:    Amy Heckerling
Predicted Path:   Lost and Found --[starred_actors]--> George Segal --[(INV) starred_actors]--> Look Who's Talking --[written_by]--> Amy Heckerling
Path (Raw):       Lost and Found --[starred_actors]--> George Segal --[(INV) starred_actors]--> Look Who's Talking --[written_by]--> Amy Heckerling
Neg LogProb(↓):   0.111771
Path Entropy(↓):  0.462222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jonathan frid act in
Start Entity:     Jonathan Frid
Gold Answer:      [['House of Dark Shadows']]
Predicted Ans:    House of Dark Shadows
Predicted Path:   Jonathan Frid --[(INV) starred_actors]--> House of Dark Shadows --[starred_actors]--> Kathryn Leigh Scott --[(INV) starred_actors]--> House of Dark Shadows
Path (Raw):       Jonathan Frid --[(INV) starred_actors]--> House of Dark Shadows --[starred_actors]--> Kathryn Leigh Scott --[(INV) starred_actors]--> House of Dark Shadows
Neg LogProb(↓):   0.002971
Path Entropy(↓):  0.020230
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by first daughter actors release
Start Entity:     First Daughter
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2010', '1982', '2014', '1994', '1983', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1996
Predicted Path:   First Daughter --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon --[release_year]--> 1996
Path (Raw):       First Daughter --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon --[release_year]--> 1996
Neg LogProb(↓):   0.845036
Path Entropy(↓):  1.536966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film to joy
Start Entity:     To Joy
Gold Answer:      [['Ulla Isaksson', 'Kenneth Branagh', 'Leck Fischer', 'Stephen Fry', 'Richard Brooks', 'Steve McQueen', 'Ingmar Bergman', 'George Tabori', 'Akira Kurosawa', 'Baran bo Odar', 'Jan Costin Wagner']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   To Joy --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       To Joy --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.548906
Path Entropy(↓):  1.587506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film safe passage was directed by who
Start Entity:     Safe Passage
Gold Answer:      [['Robert Allan Ackerman']]
Predicted Ans:    Robert Allan Ackerman
Predicted Path:   Safe Passage --[directed_by]--> Robert Allan Ackerman --[(INV) directed_by]--> Safe Passage --[directed_by]--> Robert Allan Ackerman
Path (Raw):       Safe Passage --[directed_by]--> Robert Allan Ackerman --[(INV) directed_by]--> Safe Passage --[directed_by]--> Robert Allan Ackerman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote funny games
Start Entity:     Funny Games
Gold Answer:      [['Michael Haneke']]
Predicted Ans:    Michael Haneke
Predicted Path:   Funny Games --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[written_by]--> Michael Haneke
Path (Raw):       Funny Games --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[written_by]--> Michael Haneke
Neg LogProb(↓):   0.827746
Path Entropy(↓):  1.243517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie elmer gantry
Start Entity:     Elmer Gantry
Gold Answer:      [['Robert Wise', 'George Cukor', 'Edmund Goulding', 'Mike Newell', 'Daniel Mann', 'Fritz Lang', 'Alfonso Cuarón', 'Ted Post', 'Joseph Anthony', 'Aleksandr Gordon', 'John Huston', 'Marika Beiku', 'Richard Fleischer', 'Mervyn LeRoy', 'Bud Yorkin', 'Alexander Mackendrick', 'David Lean', 'Jeff Kanew', 'Carol Reed', 'Andrei Tarkovsky', 'Bill Forsyth', 'Stanley Kubrick', 'Henry Hathaway', 'Otto Preminger', 'Robert Aldrich', 'Henry Koster', 'John Frankenheimer', 'Nicholas Ray', 'Mark Robson', 'Anthony Mann', 'Michael Curtiz', 'Jules Dassin', 'George Sidney', 'Stanley Kramer', 'Anatole Litvak', 'Jacques Tourneur', 'Roger Young', 'John Cassavetes', 'Luchino Visconti', 'Francis Ford Coppola', 'Michael Winner', 'Don Taylor', 'Arnold Laven', 'Stanley Donen', 'Louis Malle', 'Burt Lancaster', 'Robert Parrish', 'Frank Perry', 'John Sturges', 'Don Siegel', 'Robert Siodmak', 'George Seaton', 'Delbert Mann', 'Richard Stanley', 'Jorge Grau', 'Sydney Pollack', 'Daniel Petrie', 'Fred Zinnemann', 'William Wyler', 'Richard Brooks', 'Alf Sjöberg', 'Joseph L. Mankiewicz', 'Willis Goldbeck']]
Predicted Ans:    John Frankenheimer
Predicted Path:   Elmer Gantry --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Train --[directed_by]--> John Frankenheimer
Path (Raw):       Elmer Gantry --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Train --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   1.845847
Path Entropy(↓):  2.143026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in sharknado
Start Entity:     Sharknado
Gold Answer:      [['John Heard', 'Ian Ziering', 'Tara Reid', 'Cassie Scerbo']]
Predicted Ans:    Ian Ziering
Predicted Path:   Sharknado --[starred_actors]--> Ian Ziering --[(INV) starred_actors]--> Sharknado --[starred_actors]--> Ian Ziering
Path (Raw):       Sharknado --[starred_actors]--> Ian Ziering --[(INV) starred_actors]--> Sharknado --[starred_actors]--> Ian Ziering
Neg LogProb(↓):   0.690065
Path Entropy(↓):  1.518489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie gimme the loot
Start Entity:     Gimme the Loot
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gimme the Loot --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Gimme the Loot --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.199309
Path Entropy(↓):  4.475449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the mask of fu manchu, when was it released
Start Entity:     The Mask of Fu Manchu
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   The Mask of Fu Manchu --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Path (Raw):       The Mask of Fu Manchu --[release_year]--> 1932 --[(INV) release_year]--> Payment Deferred --[release_year]--> 1932
Neg LogProb(↓):   1.432634
Path Entropy(↓):  2.580743
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the theatre bizarre
Start Entity:     The Theatre Bizarre
Gold Answer:      [['Richard Stanley', 'David Gregory', 'Douglas Buck', 'Karim Hussain', 'Buddy Giovinazzo']]
Predicted Ans:    Buddy Giovinazzo
Predicted Path:   The Theatre Bizarre --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre --[written_by]--> Buddy Giovinazzo
Path (Raw):       The Theatre Bizarre --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre --[written_by]--> Buddy Giovinazzo
Neg LogProb(↓):   0.013683
Path Entropy(↓):  0.075673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie la ronde were released in which years
Start Entity:     La Ronde
Gold Answer:      [['1934', '1953', '1999', '1955', '1952']]
Predicted Ans:    1952
Predicted Path:   La Ronde --[written_by]--> Max Ophüls --[(INV) written_by]--> Le Plaisir --[release_year]--> 1952
Path (Raw):       La Ronde --[written_by]--> Max Ophüls --[(INV) written_by]--> Le Plaisir --[release_year]--> 1952
Neg LogProb(↓):   0.425995
Path Entropy(↓):  0.671981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with happy
Start Entity:     Happy
Gold Answer:      [['Genghis Blues']]
Predicted Ans:    Genghis Blues
Predicted Path:   Happy --[written_by]--> Roko Belic --[(INV) written_by]--> Genghis Blues
Path (Raw):       Happy --[written_by]--> Roko Belic --[(INV) written_by]--> Genghis Blues --[No Operation]--> Genghis Blues
Neg LogProb(↓):   0.444785
Path Entropy(↓):  0.851008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is the new rulers of the world
Start Entity:     The New Rulers of the World
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The New Rulers of the World --[has_genre]--> Documentary --[(INV) has_genre]--> Room 666 --[has_genre]--> Documentary
Path (Raw):       The New Rulers of the World --[has_genre]--> Documentary --[(INV) has_genre]--> Room 666 --[has_genre]--> Documentary
Neg LogProb(↓):   2.922875
Path Entropy(↓):  4.039404
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film shake hands with the devil were released in which years
Start Entity:     Shake Hands with the Devil
Gold Answer:      [['1968', '1976', '1966', '1960', '1989', '1959', '1961', '1965', '1986', '1955', '1956', '1977']]
Predicted Ans:    1965
Predicted Path:   Shake Hands with the Devil --[directed_by]--> Michael Anderson --[(INV) directed_by]--> Operation Crossbow --[release_year]--> 1965
Path (Raw):       Shake Hands with the Devil --[directed_by]--> Michael Anderson --[(INV) directed_by]--> Operation Crossbow --[release_year]--> 1965
Neg LogProb(↓):   0.075764
Path Entropy(↓):  0.359397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in ice princess
Start Entity:     Ice Princess
Gold Answer:      [['Joan Cusack', 'Michelle Trachtenberg']]
Predicted Ans:    Michelle Trachtenberg
Predicted Path:   Ice Princess --[starred_actors]--> Michelle Trachtenberg --[(INV) starred_actors]--> Ice Princess --[starred_actors]--> Michelle Trachtenberg
Path (Raw):       Ice Princess --[starred_actors]--> Michelle Trachtenberg --[(INV) starred_actors]--> Ice Princess --[starred_actors]--> Michelle Trachtenberg
Neg LogProb(↓):   0.636568
Path Entropy(↓):  1.338713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for dive!
Start Entity:     Dive!
Gold Answer:      [['Jeremy Seifert']]
Predicted Ans:    Jeremy Seifert
Predicted Path:   Dive! --[directed_by]--> Jeremy Seifert --[(INV) directed_by]--> Dive! --[directed_by]--> Jeremy Seifert
Path (Raw):       Dive! --[directed_by]--> Jeremy Seifert --[(INV) directed_by]--> Dive! --[directed_by]--> Jeremy Seifert
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in empty nest
Start Entity:     Empty Nest
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Empty Nest --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[in_language]--> Spanish
Path (Raw):       Empty Nest --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[in_language]--> Spanish
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the allnighter
Start Entity:     The Allnighter
Gold Answer:      [['Barry Levinson', 'Stephen Frears', 'Henry Koster', 'Herbert Ross', 'Lee Unkrich', 'John Lasseter', 'Ash Brannon', 'Matt Williams', 'Paul Brickman', 'Chris Columbus', 'Tim Fywell', 'Mark Pellington', 'John Boorman', 'Barry Sonnenfeld', 'Garry Marshall']]
Predicted Ans:    Barry Levinson
Predicted Path:   The Allnighter --[starred_actors]--> Joan Cusack --[(INV) starred_actors]--> Toys --[directed_by]--> Barry Levinson
Path (Raw):       The Allnighter --[starred_actors]--> Joan Cusack --[(INV) starred_actors]--> Toys --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.927243
Path Entropy(↓):  1.477381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is i, cesar
Start Entity:     I, Cesar
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   I, Cesar --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       I, Cesar --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.417845
Path Entropy(↓):  4.428636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie bathing beauty starred who
Start Entity:     Bathing Beauty
Gold Answer:      [['Red Skelton', 'Esther Williams', 'Basil Rathbone']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Bathing Beauty --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Path (Raw):       Bathing Beauty --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Mark of Zorro --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.680806
Path Entropy(↓):  0.946050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the factory
Start Entity:     The Factory
Gold Answer:      [['Jennifer Carpenter', 'Dallas Roberts', 'John Cusack', 'Mae Whitman']]
Predicted Ans:    John Cusack
Predicted Path:   The Factory --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Floundering --[starred_actors]--> John Cusack
Path (Raw):       The Factory --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Floundering --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.701398
Path Entropy(↓):  1.473195
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about aretha franklin
Start Entity:     aretha franklin
Gold Answer:      [['The Blues Brothers']]
Predicted Ans:    The Blues Brothers
Predicted Path:   aretha franklin --[(INV) has_tags]--> The Blues Brothers --[has_tags]--> aretha franklin --[(INV) has_tags]--> The Blues Brothers
Path (Raw):       aretha franklin --[(INV) has_tags]--> The Blues Brothers --[has_tags]--> aretha franklin --[(INV) has_tags]--> The Blues Brothers
Neg LogProb(↓):   0.676966
Path Entropy(↓):  0.993531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of chromophobia
Start Entity:     Chromophobia
Gold Answer:      [['Liv Tyler', 'Toby Stephens', 'Ralph Fiennes']]
Predicted Ans:    Ralph Fiennes
Predicted Path:   Chromophobia --[directed_by]--> Martha Fiennes --[(INV) directed_by]--> Chromophobia --[starred_actors]--> Ralph Fiennes
Path (Raw):       Chromophobia --[directed_by]--> Martha Fiennes --[(INV) directed_by]--> Chromophobia --[starred_actors]--> Ralph Fiennes
Neg LogProb(↓):   0.004680
Path Entropy(↓):  0.029718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the doors
Start Entity:     The Doors
Gold Answer:      [['Hal Ashby', 'Alan Parker', 'Michael Cimino', 'Brian De Palma', 'Oliver Stone', 'Marcus Nispel', 'John Milius', 'James Ivory', 'Howard Hawks', 'Richard Rosson']]
Predicted Ans:    Oliver Stone
Predicted Path:   The Doors --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK --[directed_by]--> Oliver Stone
Path (Raw):       The Doors --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK --[directed_by]--> Oliver Stone
Neg LogProb(↓):   1.402807
Path Entropy(↓):  2.274867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of fright night starred who
Start Entity:     Fright Night
Gold Answer:      [['Jon Hamm', 'Chris Sarandon', 'Lara Flynn Boyle', 'Billy Bob Thornton', 'Joe Mantegna', 'Seann William Scott', 'Michael Constantine', 'Alex Vincent', 'Lucinda Jenney', 'Whoopi Goldberg', 'Suraj Sharma', 'Sam Elliott', 'Susan Sarandon', 'Robert John Burke', 'Paul Schneider', 'Brad Dourif', 'Catherine Hicks', 'Amy Poehler', 'Ryan Gosling', 'Timothy Hutton', 'Emily Mortimer', 'Madhur Mittal']]
Predicted Ans:    Timothy Hutton
Predicted Path:   Fright Night --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[starred_actors]--> Timothy Hutton
Path (Raw):       Fright Night --[directed_by]--> Tom Holland --[(INV) directed_by]--> The Temp --[starred_actors]--> Timothy Hutton
Neg LogProb(↓):   0.015552
Path Entropy(↓):  0.089906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of scarecrows
Start Entity:     Scarecrows
Gold Answer:      [['William Wesley']]
Predicted Ans:    William Wesley
Predicted Path:   Scarecrows --[written_by]--> William Wesley --[(INV) written_by]--> Route 666 --[written_by]--> William Wesley
Path (Raw):       Scarecrows --[written_by]--> William Wesley --[(INV) written_by]--> Route 666 --[written_by]--> William Wesley
Neg LogProb(↓):   0.024958
Path Entropy(↓):  0.115618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in john tucker must die
Start Entity:     John Tucker Must Die
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   John Tucker Must Die --[starred_actors]--> Jesse Metcalfe --[(INV) starred_actors]--> The Other End of the Line --[has_genre]--> Comedy
Path (Raw):       John Tucker Must Die --[starred_actors]--> Jesse Metcalfe --[(INV) starred_actors]--> The Other End of the Line --[has_genre]--> Comedy
Neg LogProb(↓):   0.262850
Path Entropy(↓):  0.864953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by it started in naples actors
Start Entity:     It Started in Naples
Gold Answer:      [['Sam Wood', 'Edward Dmytryk', 'Tay Garnett', 'John Huston', 'William A. Wellman', 'Jean Negulesco', 'Carol Reed', 'Frank Borzage', 'Gottfried Reinhardt', 'Lewis Milestone', 'Robert Z. Leonard', 'Henry Hathaway', 'Raoul Walsh', 'King Vidor', 'John Ford', 'Ken Annakin', 'Frank Lloyd', 'Melville Shavelson', 'Anthony Mann', 'Michael Curtiz', 'Ettore Scola', 'Stanley Kramer', 'Frank Capra', 'Mario Monicelli', 'Michael Winner', 'Wesley Ruggles', 'Curtis Bernhardt', 'Mitchell Leisen', 'W.S. Van Dyke', 'Alfred Santell', 'Vittorio De Sica', 'Stanley Donen', 'Howard Deutch', 'Tom Hooper', 'Victor Fleming', 'Tinto Brass', 'George Seaton', 'Delbert Mann', 'Jack Conway', 'Pietro Francisci', 'Paul Morrissey', 'Edoardo Ponti', 'Clarence Brown', 'Arthur Hiller', 'Tahmineh Milani']]
Predicted Ans:    Danny Kaye
Predicted Path:   It Started in Naples --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> The Five Pennies --[starred_actors]--> Danny Kaye
Path (Raw):       It Started in Naples --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> The Five Pennies --[starred_actors]--> Danny Kaye
Neg LogProb(↓):   0.698594
Path Entropy(↓):  1.766780
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by nick gomez
Start Entity:     Nick Gomez
Gold Answer:      [['Peter Greene']]
Predicted Ans:    Peter Greene
Predicted Path:   Nick Gomez --[(INV) directed_by]--> Laws of Gravity --[starred_actors]--> Peter Greene
Path (Raw):       Nick Gomez --[No Operation]--> Nick Gomez --[(INV) directed_by]--> Laws of Gravity --[starred_actors]--> Peter Greene
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the apple dumpling gang rides again are directed by who
Start Entity:     The Apple Dumpling Gang Rides Again
Gold Answer:      [['Alan Rafkin', 'Susan Stroman', 'Ate de Jong', 'Graham Baker', 'Jonathan King', 'Tim Matheson', 'Nat Hiken', 'Arthur Lubin', 'Frank Darabont', 'Penelope Spheeris', 'Mel Brooks', 'Lang Elliott', 'Edward Montagne', 'Richard C. Sarafian', 'Robert Stevenson']]
Predicted Ans:    Lang Elliott
Predicted Path:   The Apple Dumpling Gang Rides Again --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[directed_by]--> Lang Elliott
Path (Raw):       The Apple Dumpling Gang Rides Again --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[directed_by]--> Lang Elliott
Neg LogProb(↓):   0.001404
Path Entropy(↓):  0.013149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by alain berliner in
Start Entity:     Alain Berliner
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alain Berliner --[(INV) directed_by]--> Passion of Mind --[has_genre]--> Drama
Path (Raw):       Alain Berliner --[No Operation]--> Alain Berliner --[(INV) directed_by]--> Passion of Mind --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie catfish in black bean sauce
Start Entity:     Catfish in Black Bean Sauce
Gold Answer:      [['Rick Famuyiwa', 'Mark Twain', 'Richard M. Sherman', 'Robert B. Sherman', 'James Toback', 'Gale Anne Hurd', 'Michael Elliot', 'James Cameron', 'Pat Conroy', 'Joshua Goldin', 'Philippe Caland', 'Lonne Elder III', 'William H. Armstrong', 'Tengiz Abuladze', 'José Torres']]
Predicted Ans:    Joshua Goldin
Predicted Path:   Catfish in Black Bean Sauce --[starred_actors]--> Sanaa Lathan --[(INV) starred_actors]--> Wonderful World --[written_by]--> Joshua Goldin
Path (Raw):       Catfish in Black Bean Sauce --[starred_actors]--> Sanaa Lathan --[(INV) starred_actors]--> Wonderful World --[written_by]--> Joshua Goldin
Neg LogProb(↓):   0.681229
Path Entropy(↓):  1.435223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the yellow handkerchief actors
Start Entity:     The Yellow Handkerchief
Gold Answer:      [['Max La Bella', 'Frank Galati', 'Jon Krakauer', 'Jack Kerouac', "Mary O'Hara", 'Stephenie Meyer', 'Hossein Amini', 'Paul Haggis', 'Manuel Puig', 'Leonard Schrader', 'Paddy Chayefsky', 'Cherie Currie', 'Dick Maas', 'Woody Allen', 'Dylan Mohan Gray', 'Sean Penn', 'Alex Proyas', 'Brian Helgeland', 'Henry Bean', 'Karen Croner', 'Anna Quindlen', 'Julie Delpy', 'James L. Brooks', 'Laurie Halse Anderson', 'David S. Goyer', 'Olivier Assayas', 'Steve Tesich', 'Lawrence Kasdan', 'David Koepp', 'Mark Medoff', 'Hesper Anderson', 'John Penney', 'John Carpenter', 'Ethan Canin', 'Markus Schleinzer', 'Robert Harvey', 'Julie Gavras', 'Josh Olson', 'Paula Milne', 'Bruce A. Evans', 'Vince Locke', 'Martin Cruz Smith', 'Robert Benton', 'Richard Russo', 'Marco Martins', 'Anne Tyler', 'Jerry Stahl', 'Floria Sigismondi', 'Zak Penn', 'Lem Dobbs', 'Evan Daugherty', 'Donald E. Westlake', 'John Wagner', 'John Lee Hancock', 'Melissa Rosenberg', 'Adrian Hodges', 'Colin Clark', 'Nora Ephron', 'Ken Hixon', 'David Veloz', 'Dennis Potter', 'Lewis Carroll', 'Will Canon', 'Doug Simon', 'Dario Poloni', 'Josh Klausner']]
Predicted Ans:    Dick Maas
Predicted Path:   The Yellow Handkerchief --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Path (Raw):       The Yellow Handkerchief --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Do Not Disturb --[written_by]--> Dick Maas
Neg LogProb(↓):   1.155007
Path Entropy(↓):  1.583899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with ethan coen
Start Entity:     Ethan Coen
Gold Answer:      [['Cormac McCarthy', 'Sidney Carroll', 'Walter Salles', 'Gus Van Sant', 'Gurinder Chadha', 'Wes Craven', 'Alvin Sargent', 'Homer', 'Sam Raimi', 'Nobuhiro Suwa', 'Tom Tykwer', 'Sylvain Chomet', 'Alfonso Cuarón', 'Joel Coen', 'J. Todd Anderson', 'Alexander Payne', 'Jack Davies', 'William Rose']]
Predicted Ans:    Ethan Coen
Predicted Path:   Ethan Coen --[(INV) written_by]--> The Hudsucker Proxy --[written_by]--> Ethan Coen
Path (Raw):       Ethan Coen --[No Operation]--> Ethan Coen --[(INV) written_by]--> The Hudsucker Proxy --[written_by]--> Ethan Coen
Neg LogProb(↓):   0.609045
Path Entropy(↓):  1.354070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in raising arizona
Start Entity:     Raising Arizona
Gold Answer:      [['John Goodman', 'Holly Hunter', 'Nicolas Cage']]
Predicted Ans:    Nicolas Cage
Predicted Path:   Raising Arizona --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Left Behind --[starred_actors]--> Nicolas Cage
Path (Raw):       Raising Arizona --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Left Behind --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   0.561266
Path Entropy(↓):  0.692302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of frontier of the dawn
Start Entity:     Frontier of the Dawn
Gold Answer:      [['Philippe Garrel']]
Predicted Ans:    Philippe Garrel
Predicted Path:   Frontier of the Dawn --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[directed_by]--> Philippe Garrel
Path (Raw):       Frontier of the Dawn --[directed_by]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[directed_by]--> Philippe Garrel
Neg LogProb(↓):   0.078517
Path Entropy(↓):  0.268465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with simon pegg
Start Entity:     simon pegg
Gold Answer:      [['The Adventures of Tintin', 'A Fantastic Fear of Everything', 'Big Nothing', 'Shaun of the Dead', 'Hot Fuzz', 'Hector and the Search for Happiness', 'Paul', "The World's End", 'The Good Night', 'Star Trek Into Darkness']]
Predicted Ans:    Hot Fuzz
Predicted Path:   simon pegg --[(INV) has_tags]--> Hot Fuzz --[has_tags]--> edgar wright --[(INV) has_tags]--> Hot Fuzz
Path (Raw):       simon pegg --[(INV) has_tags]--> Hot Fuzz --[has_tags]--> edgar wright --[(INV) has_tags]--> Hot Fuzz
Neg LogProb(↓):   0.022150
Path Entropy(↓):  0.137102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the grand budapest hotel actors
Start Entity:     The Grand Budapest Hotel
Gold Answer:      [['Short', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Grand Budapest Hotel --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[has_genre]--> Drama
Path (Raw):       The Grand Budapest Hotel --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[has_genre]--> Drama
Neg LogProb(↓):   0.561269
Path Entropy(↓):  1.048468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jim mccullough sr. directed films
Start Entity:     Jim McCullough Sr.
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Jim McCullough Sr. --[(INV) directed_by]--> Mountaintop Motel Massacre --[release_year]--> 1986
Path (Raw):       Jim McCullough Sr. --[No Operation]--> Jim McCullough Sr. --[(INV) directed_by]--> Mountaintop Motel Massacre --[release_year]--> 1986
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of bewitched
Start Entity:     Bewitched
Gold Answer:      [['On Our Merry Way', 'Sleepless in Seattle', 'Five', 'The Twonky', 'Michael', 'Silkwood', 'Heartburn', 'My Blue Heaven', 'When Harry Met Sally...', 'Mixed Nuts', "You've Got Mail", 'This Is My Life']]
Predicted Ans:    On Our Merry Way
Predicted Path:   Bewitched --[written_by]--> Arch Oboler --[(INV) written_by]--> On Our Merry Way
Path (Raw):       Bewitched --[No Operation]--> Bewitched --[written_by]--> Arch Oboler --[(INV) written_by]--> On Our Merry Way
Neg LogProb(↓):   0.583698
Path Entropy(↓):  1.498786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Andrew erwin was the director on which movies
Start Entity:     Andrew Erwin
Gold Answer:      [["Moms' Night Out"]]
Predicted Ans:    Moms' Night Out
Predicted Path:   Andrew Erwin --[(INV) directed_by]--> Moms' Night Out --[directed_by]--> Jon Erwin --[(INV) directed_by]--> Moms' Night Out
Path (Raw):       Andrew Erwin --[(INV) directed_by]--> Moms' Night Out --[directed_by]--> Jon Erwin --[(INV) directed_by]--> Moms' Night Out
Neg LogProb(↓):   0.339176
Path Entropy(↓):  0.649373
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by for richer or poorer actors release
Start Entity:     For Richer or Poorer
Gold Answer:      [['1993', '2006', '1974', '1984', '2007', '2009', '2010', '2004', '1994', '1995', '2001', '1990', '1989', '2002', '2012', '1988', '1997', '1960', '1999', '1987', '1986']]
Predicted Ans:    1990
Predicted Path:   For Richer or Poorer --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking Too --[release_year]--> 1990
Path (Raw):       For Richer or Poorer --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking Too --[release_year]--> 1990
Neg LogProb(↓):   0.908464
Path Entropy(↓):  1.438495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the hotel new hampshire director
Start Entity:     The Hotel New Hampshire
Gold Answer:      [['French', 'English', 'Russian']]
Predicted Ans:    English
Predicted Path:   The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[in_language]--> English
Path (Raw):       The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.086998
Path Entropy(↓):  2.120743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the man who shot liberty valance
Start Entity:     The Man Who Shot Liberty Valance
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Men and a Prayer', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'Four Sons', 'The Sun Shines Bright', 'Rio Grande', 'Sergeant Rutledge', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    Fort Apache
Predicted Path:   The Man Who Shot Liberty Valance --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Path (Raw):       The Man Who Shot Liberty Valance --[No Operation]--> The Man Who Shot Liberty Valance --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Neg LogProb(↓):   1.284309
Path Entropy(↓):  2.641351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of boyz n the hood
Start Entity:     Boyz n the Hood
Gold Answer:      [['John Singleton']]
Predicted Ans:    John Singleton
Predicted Path:   Boyz n the Hood --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[written_by]--> John Singleton
Path (Raw):       Boyz n the Hood --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[written_by]--> John Singleton
Neg LogProb(↓):   0.781418
Path Entropy(↓):  1.110040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the girl who played with fire
Start Entity:     The Girl Who Played with Fire
Gold Answer:      [['Stieg Larsson']]
Predicted Ans:    Stieg Larsson
Predicted Path:   The Girl Who Played with Fire --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson
Path (Raw):       The Girl Who Played with Fire --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson
Neg LogProb(↓):   0.003868
Path Entropy(↓):  0.025383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by william schallert were directed by who
Start Entity:     William Schallert
Gold Answer:      [['Edgar G. Ulmer']]
Predicted Ans:    Edgar G. Ulmer
Predicted Path:   William Schallert --[(INV) starred_actors]--> The Man from Planet X --[directed_by]--> Edgar G. Ulmer
Path (Raw):       William Schallert --[No Operation]--> William Schallert --[(INV) starred_actors]--> The Man from Planet X --[directed_by]--> Edgar G. Ulmer
Neg LogProb(↓):   0.292527
Path Entropy(↓):  0.566282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jean parker were in which languages
Start Entity:     Jean Parker
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jean Parker --[(INV) starred_actors]--> The Ghost Goes West --[in_language]--> English
Path (Raw):       Jean Parker --[No Operation]--> Jean Parker --[(INV) starred_actors]--> The Ghost Goes West --[in_language]--> English
Neg LogProb(↓):   0.010401
Path Entropy(↓):  0.060479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie golden gate were released in which years
Start Entity:     Golden Gate
Gold Answer:      [['1980', '1970', '2003', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2009', '1957', '2010', '2004', '1982', '1994', '1983', '1995', '2001', '1989', '1996', '2002', '1981', '2012', '2013', '1988', '1997', '2005', '1991', '1987']]
Predicted Ans:    1995
Predicted Path:   Golden Gate --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> To Die For --[release_year]--> 1995
Path (Raw):       Golden Gate --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> To Die For --[release_year]--> 1995
Neg LogProb(↓):   1.087318
Path Entropy(↓):  2.568984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did adam cronheim act in
Start Entity:     Adam Cronheim
Gold Answer:      [['The Battery']]
Predicted Ans:    The Battery
Predicted Path:   Adam Cronheim --[(INV) starred_actors]--> The Battery --[starred_actors]--> Jeremy Gardner --[(INV) starred_actors]--> The Battery
Path (Raw):       Adam Cronheim --[(INV) starred_actors]--> The Battery --[starred_actors]--> Jeremy Gardner --[(INV) starred_actors]--> The Battery
Neg LogProb(↓):   0.047339
Path Entropy(↓):  0.187283
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of upstream was who
Start Entity:     Upstream
Gold Answer:      [['John Ford']]
Predicted Ans:    John Ford
Predicted Path:   Upstream --[directed_by]--> John Ford --[(INV) directed_by]--> Four Men and a Prayer --[directed_by]--> John Ford
Path (Raw):       Upstream --[directed_by]--> John Ford --[(INV) directed_by]--> Four Men and a Prayer --[directed_by]--> John Ford
Neg LogProb(↓):   1.624074
Path Entropy(↓):  2.322673
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did philipp karner star in
Start Entity:     Philipp Karner
Gold Answer:      [['Kiss the Bride']]
Predicted Ans:    Kiss the Bride
Predicted Path:   Philipp Karner --[(INV) starred_actors]--> Kiss the Bride --[starred_actors]--> Philipp Karner --[(INV) starred_actors]--> Kiss the Bride
Path (Raw):       Philipp Karner --[(INV) starred_actors]--> Kiss the Bride --[starred_actors]--> Philipp Karner --[(INV) starred_actors]--> Kiss the Bride
Neg LogProb(↓):   0.106613
Path Entropy(↓):  0.407860
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the shootist written by
Start Entity:     The Shootist
Gold Answer:      [['Scott Hale', 'Miles Hood Swarthout', 'Glendon Swarthout']]
Predicted Ans:    Glendon Swarthout
Predicted Path:   The Shootist --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry --[written_by]--> Glendon Swarthout
Path (Raw):       The Shootist --[written_by]--> Glendon Swarthout --[(INV) written_by]--> 7th Cavalry --[written_by]--> Glendon Swarthout
Neg LogProb(↓):   0.093799
Path Entropy(↓):  0.316491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does victor mature act in
Start Entity:     Victor Mature
Gold Answer:      [['I Wake Up Screaming', 'The Big Circus', 'One Million B.C.', 'Betrayed', 'Demetrius and the Gladiators', 'The Shanghai Gesture', 'Violent Saturday', 'Kiss of Death', 'The Last Frontier', 'The Las Vegas Story', 'Million Dollar Mermaid', 'The Robe', 'My Darling Clementine', 'Samson and Delilah']]
Predicted Ans:    My Darling Clementine
Predicted Path:   Victor Mature --[(INV) starred_actors]--> My Darling Clementine --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> My Darling Clementine
Path (Raw):       Victor Mature --[(INV) starred_actors]--> My Darling Clementine --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> My Darling Clementine
Neg LogProb(↓):   0.405846
Path Entropy(↓):  0.992409
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of hafsia herzi starred movies
Start Entity:     Hafsia Herzi
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Hafsia Herzi --[(INV) starred_actors]--> House of Tolerance --[release_year]--> 2011
Path (Raw):       Hafsia Herzi --[No Operation]--> Hafsia Herzi --[(INV) starred_actors]--> House of Tolerance --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in yonkers joe
Start Entity:     Yonkers Joe
Gold Answer:      [['Chazz Palminteri', 'Michael Lerner']]
Predicted Ans:    Chazz Palminteri
Predicted Path:   Yonkers Joe --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> The Dukes --[starred_actors]--> Chazz Palminteri
Path (Raw):       Yonkers Joe --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> The Dukes --[starred_actors]--> Chazz Palminteri
Neg LogProb(↓):   0.156231
Path Entropy(↓):  0.545145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie bullet to the head
Start Entity:     Bullet to the Head
Gold Answer:      [['1970', '2008', '1992', '1993', '2006', '1985', '1979', '1984', '2009', '2010', '1982', '2014', '1994', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2013', '1978', '2000', '1997', '1975', '1991', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Bullet to the Head --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Bullet to the Head --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   1.296097
Path Entropy(↓):  2.142303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of cat people
Start Entity:     Cat People
Gold Answer:      [['Robert Wise', 'Alan Ormsby', 'Mark Herrier', 'Tony Bill', 'Bob Clark', 'Gunther von Fritsch']]
Predicted Ans:    Tony Bill
Predicted Path:   Cat People --[written_by]--> Alan Ormsby --[(INV) written_by]--> My Bodyguard --[directed_by]--> Tony Bill
Path (Raw):       Cat People --[written_by]--> Alan Ormsby --[(INV) written_by]--> My Bodyguard --[directed_by]--> Tony Bill
Neg LogProb(↓):   0.942096
Path Entropy(↓):  1.404731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was revolution directed by
Start Entity:     Revolution
Gold Answer:      [['Hugh Hudson']]
Predicted Ans:    Hugh Hudson
Predicted Path:   Revolution --[directed_by]--> Hugh Hudson --[(INV) directed_by]--> Chariots of Fire --[directed_by]--> Hugh Hudson
Path (Raw):       Revolution --[directed_by]--> Hugh Hudson --[(INV) directed_by]--> Chariots of Fire --[directed_by]--> Hugh Hudson
Neg LogProb(↓):   0.595827
Path Entropy(↓):  0.702766
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed lucie aubrac
Start Entity:     Lucie Aubrac
Gold Answer:      [['Arlette Langmann', 'Anna Gavalda', 'Marcel Pagnol', 'Émile Zola', 'Claude Berri', 'Marcel Aymé']]
Predicted Ans:    Marcel Pagnol
Predicted Path:   Lucie Aubrac --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[written_by]--> Marcel Pagnol
Path (Raw):       Lucie Aubrac --[directed_by]--> Claude Berri --[(INV) directed_by]--> Jean de Florette --[written_by]--> Marcel Pagnol
Neg LogProb(↓):   0.032440
Path Entropy(↓):  0.170339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie assault on a queen were released in which years
Start Entity:     Assault on a Queen
Gold Answer:      [['1980', '1970', '1954', '1959', '1967', '1984', '2007', '1968', '1963', '1957', '1951', '1956', '1961', '1955', '2011', '1962', '1964', '1949', '1966', '1960', '1965', '1945', '1969', '1958']]
Predicted Ans:    1955
Predicted Path:   Assault on a Queen --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Path (Raw):       Assault on a Queen --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Neg LogProb(↓):   0.844959
Path Entropy(↓):  2.128903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor morey amsterdam co - starred with who
Start Entity:     Morey Amsterdam
Gold Answer:      [['Jim Backus', 'Jack Cassidy']]
Predicted Ans:    Jim Backus
Predicted Path:   Morey Amsterdam --[(INV) starred_actors]--> Mister Magoo's Christmas Carol --[starred_actors]--> Jim Backus
Path (Raw):       Morey Amsterdam --[No Operation]--> Morey Amsterdam --[(INV) starred_actors]--> Mister Magoo's Christmas Carol --[starred_actors]--> Jim Backus
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of sweet dreams
Start Entity:     Sweet Dreams
Gold Answer:      [['Hal Ashby', 'Martin Scorsese', 'John Erman', 'Sylvie Verheyde', 'Frank Perry']]
Predicted Ans:    Frank Perry
Predicted Path:   Sweet Dreams --[written_by]--> Robert Getchell --[(INV) written_by]--> Mommie Dearest --[directed_by]--> Frank Perry
Path (Raw):       Sweet Dreams --[written_by]--> Robert Getchell --[(INV) written_by]--> Mommie Dearest --[directed_by]--> Frank Perry
Neg LogProb(↓):   0.003848
Path Entropy(↓):  0.027896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by robert smigel
Start Entity:     Robert Smigel
Gold Answer:      [['Dennis Dugan']]
Predicted Ans:    Dennis Dugan
Predicted Path:   Robert Smigel --[(INV) written_by]--> You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan
Path (Raw):       Robert Smigel --[No Operation]--> Robert Smigel --[(INV) written_by]--> You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the sniper was
Start Entity:     The Sniper
Gold Answer:      [['Edward Dmytryk']]
Predicted Ans:    Edward Dmytryk
Predicted Path:   The Sniper --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> The Devil Commands --[directed_by]--> Edward Dmytryk
Path (Raw):       The Sniper --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> The Devil Commands --[directed_by]--> Edward Dmytryk
Neg LogProb(↓):   0.881711
Path Entropy(↓):  1.569547
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of no reservations
Start Entity:     No Reservations
Gold Answer:      [["Nim's Island", 'Suspect Zero', 'The Dark Knight', 'I, Frankenstein', 'Zombieland', 'Married Life', 'Little Miss Sunshine', 'The Black Dahlia', 'Molly', 'Legendary', 'Love Happens', 'Haunter', 'Rabbit Hole', 'Meet Bill', "Ender's Game", 'Elegy', 'Olympus Has Fallen', 'Paycheck', 'Rango', 'Far from Heaven', 'Neverwas', 'In the Company of Men', 'Zambezia', 'The Call', 'Wendigo', 'Signs', 'Thank You for Smoking', 'Conversations with Other Women', 'Janie Jones', 'The Dead Pool', 'Rocket Gibraltar', 'Perfect Sisters', 'Possession', 'Friends with Benefits', '2081', "My Sister's Keeper", 'Erased', 'The Woods', "Pharaoh's Army"]]
Predicted Ans:    Possession
Predicted Path:   No Reservations --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Path (Raw):       No Reservations --[starred_actors]--> Aaron Eckhart --[No Operation]--> Aaron Eckhart --[(INV) starred_actors]--> Possession
Neg LogProb(↓):   0.087472
Path Entropy(↓):  0.371691
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by two if by sea actors release
Start Entity:     Two If by Sea
Gold Answer:      [['2003', '1992', '1993', '2006', '2007', '1998', '1968', '2009', '2004', '1994', '1995', '1996', '2002', '2012', '2013', '2000', '1997', '1965', '1999', '1927']]
Predicted Ans:    1996
Predicted Path:   Two If by Sea --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> In Love and War --[release_year]--> 1996
Path (Raw):       Two If by Sea --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> In Love and War --[release_year]--> 1996
Neg LogProb(↓):   1.917552
Path Entropy(↓):  3.061155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by rent - a - cop actors
Start Entity:     Rent-a-Cop
Gold Answer:      [['Jerry Belson', 'John Sayles', 'Tom Gries', 'James Dickey', 'Ian Hislop', 'Nick Newman', 'Jonathan Gershfield', 'John Ross', 'Peter Bogdanovich', 'Don Bluth', 'Blake Edwards', 'François Truffaut', 'Barry Levinson', 'James L. Brooks', 'Carl Hiaasen', 'Robert MacLeod', 'Colin Higgins', 'Christopher Frank', 'William P. Wingate', 'Robert K. Ottum', 'William Neely', 'John Nichols', 'Walter Bernstein', 'William W. Norton', 'Dan Jenkins', 'Dan Wakefield', 'Andrew Bergman', 'Peter Masterson', 'Valerie Curtin', 'Hal Needham', 'Thomas Rickman', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'Elmore Leonard', 'David Monteagudo', 'Alvin Sargent', 'Larry L. King', 'Gerald Di Pego', 'William Diehl', 'Evan Hunter', 'Christopher Isherwood']]
Predicted Ans:    Blake Edwards
Predicted Path:   Rent-a-Cop --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Rent-a-Cop --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.051806
Path Entropy(↓):  1.563060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jason mewes star in
Start Entity:     Jason Mewes
Gold Answer:      [['Jay and Silent Bob Strike Back', 'Clerks II']]
Predicted Ans:    Clerks II
Predicted Path:   Jason Mewes --[(INV) starred_actors]--> Clerks II --[starred_actors]--> Jeff Anderson --[(INV) starred_actors]--> Clerks II
Path (Raw):       Jason Mewes --[(INV) starred_actors]--> Clerks II --[starred_actors]--> Jeff Anderson --[(INV) starred_actors]--> Clerks II
Neg LogProb(↓):   0.339922
Path Entropy(↓):  0.693746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of jolene
Start Entity:     Jolene
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Jolene --[directed_by]--> Dan Ireland --[(INV) directed_by]--> Passionada --[in_language]--> Portuguese
Path (Raw):       Jolene --[directed_by]--> Dan Ireland --[(INV) directed_by]--> Passionada --[in_language]--> Portuguese
Neg LogProb(↓):   0.000429
Path Entropy(↓):  0.003774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did arjun rampal act in
Start Entity:     Arjun Rampal
Gold Answer:      [['Raajneeti', 'D-Day', 'Om Shanti Om', 'Don', 'Heroine', 'Aankhen', 'Ra.One']]
Predicted Ans:    Aankhen
Predicted Path:   Arjun Rampal --[(INV) starred_actors]--> Aankhen --[starred_actors]--> Sushmita Sen --[(INV) starred_actors]--> Aankhen
Path (Raw):       Arjun Rampal --[(INV) starred_actors]--> Aankhen --[starred_actors]--> Sushmita Sen --[(INV) starred_actors]--> Aankhen
Neg LogProb(↓):   1.015422
Path Entropy(↓):  1.403452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did robert drewe write the story for
Start Entity:     Robert Drewe
Gold Answer:      [['Ned Kelly']]
Predicted Ans:    Ned Kelly
Predicted Path:   Robert Drewe --[(INV) written_by]--> Ned Kelly --[written_by]--> Robert Drewe --[(INV) written_by]--> Ned Kelly
Path (Raw):       Robert Drewe --[(INV) written_by]--> Ned Kelly --[written_by]--> Robert Drewe --[(INV) written_by]--> Ned Kelly
Neg LogProb(↓):   0.198277
Path Entropy(↓):  0.471238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film peter pan
Start Entity:     Peter Pan
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Peter Pan --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       Peter Pan --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   3.694956
Path Entropy(↓):  4.554786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the bad johnson director
Start Entity:     Bad Johnson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bad Johnson --[directed_by]--> Huck Botko --[(INV) directed_by]--> The Virginity Hit --[has_genre]--> Comedy
Path (Raw):       Bad Johnson --[directed_by]--> Huck Botko --[(INV) directed_by]--> The Virginity Hit --[has_genre]--> Comedy
Neg LogProb(↓):   0.000552
Path Entropy(↓):  0.004693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie transamerica
Start Entity:     Transamerica
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Transamerica --[starred_actors]--> Felicity Huffman --[(INV) starred_actors]--> Georgia Rule --[release_year]--> 2007
Path (Raw):       Transamerica --[starred_actors]--> Felicity Huffman --[(INV) starred_actors]--> Georgia Rule --[release_year]--> 2007
Neg LogProb(↓):   0.033564
Path Entropy(↓):  0.145044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with andrew shue
Start Entity:     Andrew Shue
Gold Answer:      [['Davis Guggenheim']]
Predicted Ans:    Andrew Shue
Predicted Path:   Andrew Shue --[(INV) written_by]--> Gracie --[written_by]--> Andrew Shue
Path (Raw):       Andrew Shue --[No Operation]--> Andrew Shue --[(INV) written_by]--> Gracie --[written_by]--> Andrew Shue
Neg LogProb(↓):   0.000973
Path Entropy(↓):  0.007718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films did lloyd ingraham direct
Start Entity:     Lloyd Ingraham
Gold Answer:      [['Hoodoo Ann']]
Predicted Ans:    Hoodoo Ann
Predicted Path:   Lloyd Ingraham --[(INV) directed_by]--> Hoodoo Ann --[directed_by]--> Lloyd Ingraham --[(INV) directed_by]--> Hoodoo Ann
Path (Raw):       Lloyd Ingraham --[(INV) directed_by]--> Hoodoo Ann --[directed_by]--> Lloyd Ingraham --[(INV) directed_by]--> Hoodoo Ann
Neg LogProb(↓):   0.004856
Path Entropy(↓):  0.030650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by michael nicholson release
Start Entity:     Michael Nicholson
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Michael Nicholson --[(INV) written_by]--> Welcome to Sarajevo --[release_year]--> 1997
Path (Raw):       Michael Nicholson --[No Operation]--> Michael Nicholson --[(INV) written_by]--> Welcome to Sarajevo --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote soldier of orange
Start Entity:     Soldier of Orange
Gold Answer:      [['Paul Verhoeven']]
Predicted Ans:    Paul Verhoeven
Predicted Path:   Soldier of Orange --[written_by]--> Paul Verhoeven --[(INV) written_by]--> Soldier of Orange --[directed_by]--> Paul Verhoeven
Path (Raw):       Soldier of Orange --[written_by]--> Paul Verhoeven --[(INV) written_by]--> Soldier of Orange --[directed_by]--> Paul Verhoeven
Neg LogProb(↓):   0.390658
Path Entropy(↓):  0.629860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the sandra director release
Start Entity:     Sandra
Gold Answer:      [['1962', '1963', '1946', '1971', '1954', '1972', '1960', '1947', '1967', '1969', '1974', '1943']]
Predicted Ans:    1962
Predicted Path:   Sandra --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Boccaccio '70 --[release_year]--> 1962
Path (Raw):       Sandra --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Boccaccio '70 --[release_year]--> 1962
Neg LogProb(↓):   1.495389
Path Entropy(↓):  1.934030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by jemaine clement
Start Entity:     Jemaine Clement
Gold Answer:      [['Don Rhymer', 'Taika Waititi', 'Carlos Saldanha']]
Predicted Ans:    Taika Waititi
Predicted Path:   Jemaine Clement --[(INV) starred_actors]--> What We Do in the Shadows --[written_by]--> Taika Waititi
Path (Raw):       Jemaine Clement --[No Operation]--> Jemaine Clement --[(INV) starred_actors]--> What We Do in the Shadows --[written_by]--> Taika Waititi
Neg LogProb(↓):   0.401579
Path Entropy(↓):  0.954526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer cullen douglas
Start Entity:     Cullen Douglas
Gold Answer:      [['Tanner Maguire']]
Predicted Ans:    Tanner Maguire
Predicted Path:   Cullen Douglas --[(INV) written_by]--> Letters to God --[starred_actors]--> Tanner Maguire
Path (Raw):       Cullen Douglas --[No Operation]--> Cullen Douglas --[(INV) written_by]--> Letters to God --[starred_actors]--> Tanner Maguire
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by zoltan korda starred who
Start Entity:     Zoltan Korda
Gold Answer:      [['Wes Bentley', 'Robert Powell', 'Jane Seymour', 'Beau Bridges', 'Ralph Richardson', 'Sabu', 'Simon Ward', 'C. Aubrey Smith', 'June Duprez', 'John Clements']]
Predicted Ans:    Sabu
Predicted Path:   Zoltan Korda --[(INV) directed_by]--> Elephant Boy --[starred_actors]--> Sabu
Path (Raw):       Zoltan Korda --[No Operation]--> Zoltan Korda --[(INV) directed_by]--> Elephant Boy --[starred_actors]--> Sabu
Neg LogProb(↓):   0.030736
Path Entropy(↓):  0.135675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by watt key
Start Entity:     Watt Key
Gold Answer:      [['Jimmy Bennett']]
Predicted Ans:    Jimmy Bennett
Predicted Path:   Watt Key --[(INV) written_by]--> Alabama Moon --[starred_actors]--> Jimmy Bennett
Path (Raw):       Watt Key --[No Operation]--> Watt Key --[(INV) written_by]--> Alabama Moon --[starred_actors]--> Jimmy Bennett
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of julie adams acted films
Start Entity:     Julie Adams
Gold Answer:      [['Budd Boetticher']]
Predicted Ans:    Budd Boetticher
Predicted Path:   Julie Adams --[(INV) starred_actors]--> The Man from the Alamo --[directed_by]--> Budd Boetticher
Path (Raw):       Julie Adams --[No Operation]--> Julie Adams --[(INV) starred_actors]--> The Man from the Alamo --[directed_by]--> Budd Boetticher
Neg LogProb(↓):   0.073991
Path Entropy(↓):  0.257039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the fabulous baker boys released
Start Entity:     The Fabulous Baker Boys
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   The Fabulous Baker Boys --[release_year]--> 1989 --[(INV) release_year]--> Uncle Buck --[release_year]--> 1989
Path (Raw):       The Fabulous Baker Boys --[release_year]--> 1989 --[(INV) release_year]--> Uncle Buck --[release_year]--> 1989
Neg LogProb(↓):   3.397340
Path Entropy(↓):  4.642556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was young adam directed by
Start Entity:     Young Adam
Gold Answer:      [['David Mackenzie']]
Predicted Ans:    David Mackenzie
Predicted Path:   Young Adam --[directed_by]--> David Mackenzie --[(INV) directed_by]--> Spread --[directed_by]--> David Mackenzie
Path (Raw):       Young Adam --[directed_by]--> David Mackenzie --[(INV) directed_by]--> Spread --[directed_by]--> David Mackenzie
Neg LogProb(↓):   0.001332
Path Entropy(↓):  0.011547
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of brigitte nielsen starred movies
Start Entity:     Brigitte Nielsen
Gold Answer:      [['George P. Cosmatos', 'Richard Fleischer']]
Predicted Ans:    Richard Fleischer
Predicted Path:   Brigitte Nielsen --[(INV) starred_actors]--> Red Sonja --[directed_by]--> Richard Fleischer
Path (Raw):       Brigitte Nielsen --[No Operation]--> Brigitte Nielsen --[(INV) starred_actors]--> Red Sonja --[directed_by]--> Richard Fleischer
Neg LogProb(↓):   0.021228
Path Entropy(↓):  0.102061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the bandidas director
Start Entity:     Bandidas
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Bandidas --[directed_by]--> Joachim Rønning --[(INV) directed_by]--> Kon-Tiki --[has_genre]--> Documentary
Path (Raw):       Bandidas --[directed_by]--> Joachim Rønning --[(INV) directed_by]--> Kon-Tiki --[has_genre]--> Documentary
Neg LogProb(↓):   0.088310
Path Entropy(↓):  0.340214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of blue ruin
Start Entity:     Blue Ruin
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Blue Ruin --[written_by]--> Jeremy Saulnier --[(INV) written_by]--> Murder Party --[release_year]--> 2007
Path (Raw):       Blue Ruin --[written_by]--> Jeremy Saulnier --[(INV) written_by]--> Murder Party --[release_year]--> 2007
Neg LogProb(↓):   0.639269
Path Entropy(↓):  0.691614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by jerome bixby
Start Entity:     Jerome Bixby
Gold Answer:      [['Richard Schenkman', 'Lester Wm. Berke', 'William Berke', 'Richard Fleischer']]
Predicted Ans:    Richard Schenkman
Predicted Path:   Jerome Bixby --[(INV) written_by]--> The Man from Earth --[directed_by]--> Richard Schenkman
Path (Raw):       Jerome Bixby --[No Operation]--> Jerome Bixby --[(INV) written_by]--> The Man from Earth --[directed_by]--> Richard Schenkman
Neg LogProb(↓):   0.628448
Path Entropy(↓):  0.722049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by benito zambrano
Start Entity:     Benito Zambrano
Gold Answer:      [['Solas']]
Predicted Ans:    Solas
Predicted Path:   Benito Zambrano --[(INV) written_by]--> Solas --[written_by]--> Benito Zambrano --[(INV) written_by]--> Solas
Path (Raw):       Benito Zambrano --[(INV) written_by]--> Solas --[written_by]--> Benito Zambrano --[(INV) written_by]--> Solas
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by summer holiday actors
Start Entity:     Summer Holiday
Gold Answer:      [['Mack Crane', 'Dan Totheroh', 'Caroline Francke', 'Ted Berman', 'Guy Bolton', 'Martin Flavin', 'A. Carter Goodloe', 'John Huston', 'Melissa Mathison', 'Frederick Lonsdale', 'Preston Sturges', 'John Steinbeck', 'Miklós László', 'Daniel P. Mannix', 'Rod Serling', 'Sinclair Lewis', 'Jane Hinton', 'Carey Wilson', 'Walter Farley', 'Enid Bagnold', 'William Ludwig', 'William Saroyan', 'Vivien R. Bretherton', 'Aurania Rouverol', 'Dore Schary', 'Howard Estabrook', 'Mark Twain', 'John Colton', 'Jeanne Rosenberg', 'Samson Raphaelson', 'William Woods', 'John Meehan', 'Agatha Christie', 'Vereen Bell', 'William D. Wittliff', 'Robert Rossen', 'Thomas Mitchell', 'Eleanore Griffin', 'Nunnally Johnson', 'Floyd Dell', 'Noel Langley', 'Ferenc Molnár', 'B. Traven', 'Anya Seton', 'Lillian Hellman', 'John Lee Mahin', 'Milan Trenc', 'Sidney Howard', 'Oscar Hammerstein II', 'Anita Loos', 'Robert Buckner', 'Richard Rodgers', 'Lorenz Hart', 'Thomas Lennon', 'Jules Furthman', 'Josef von Sternberg', 'L. Frank Baum', 'W.R. Burnett', 'Joseph L. Mankiewicz', 'Edgar Allan Woolf', 'Florence Ryerson', 'Robert Ben Garant', 'Edmund Joseph']]
Predicted Ans:    John Huston
Predicted Path:   Summer Holiday --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[written_by]--> John Huston
Path (Raw):       Summer Holiday --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[written_by]--> John Huston
Neg LogProb(↓):   0.789392
Path Entropy(↓):  1.374338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is out in the dark
Start Entity:     Out in the Dark
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Out in the Dark --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Out in the Dark --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.442125
Path Entropy(↓):  4.682416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the running man
Start Entity:     The Running Man
Gold Answer:      [['Denise Crosby', 'Marcia Gay Harden', 'Tom Savini', 'David Keith', 'Julianne Moore', 'Anthony Hopkins', 'John Cusack', 'James Caan', 'Shelley Duvall', 'Danny Lloyd', 'Fritz Weaver', 'Herbert Lom', 'Joe Mantegna', 'Sissy Spacek', 'Pat Hingle', 'Michael Constantine', 'Lucinda Jenney', 'Michael Clarke Duncan', 'Christopher Walken', 'Julie Entwisle', 'Laura Harrington', 'John Turturro', 'Morgan Freeman', 'Tim Robbins', 'William Katt', 'Dale Midkiff', 'Jeff Fahey', 'David Morse', 'Brooke Adams', 'Jack Nicholson', 'Wes Bentley', 'Emmanuelle Vaugier', 'James Woods', 'Alan King', 'Fred Gwynne', 'Piper Laurie', 'Corey Haim', 'Bonnie Bedelia', 'Bonnie Hunt', 'Robert Englund', 'Pierce Brosnan', 'Adrienne Barbeau', 'Ted Levine', 'Amy Madigan', 'Kathy Bates', 'Robert John Burke', 'Gary Busey', 'Hal Holbrook', 'Frances Sternhagen', 'Richard Farnsworth', 'Tom Hanks', 'Timothy Hutton', 'Max von Sydow', 'Emilio Estevez', 'Damian Lewis', 'Megan Follows', 'Tom Skerritt', 'Andre Braugher', 'Christian Slater', 'Jennifer Jones', 'Ian McKellen', 'Everett McGill', 'Linda Hamilton', 'Laurence Olivier', 'Jason Lee', 'John Stockwell', 'Drew Barrymore', 'Miguel Ferrer', 'Keith Gordon', 'Thomas Jane', 'Leslie Nielsen', 'Chloë Grace Moretz', 'Jennifer Jason Leigh', 'Laurie Holden', 'Scatman Crothers', 'Brad Renfro', 'Amy Irving', 'Johnny Depp', 'Ed Harris', 'Alexandra Paul', 'Peter Horton', 'Michael Rooker']]
Predicted Ans:    Drew Barrymore
Predicted Path:   The Running Man --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Path (Raw):       The Running Man --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.371132
Path Entropy(↓):  1.035988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in common
Start Entity:     Common
Gold Answer:      [['Barry Levinson', 'Robert Altman', 'Tim Burton', 'Karel Reisz', 'Scott Michell', 'Károly Makk', 'Kevin Costner', 'David Hare', 'John Frankenheimer', 'John Irvin', 'Rupert Wyatt']]
Predicted Ans:    Robert Altman
Predicted Path:   Common --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[directed_by]--> Robert Altman
Path (Raw):       Common --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[directed_by]--> Robert Altman
Neg LogProb(↓):   0.562238
Path Entropy(↓):  0.993710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of fifty / fifty
Start Entity:     Fifty/Fifty
Gold Answer:      [['Charles Martin Smith']]
Predicted Ans:    Charles Martin Smith
Predicted Path:   Fifty/Fifty --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker --[directed_by]--> Charles Martin Smith
Path (Raw):       Fifty/Fifty --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker --[directed_by]--> Charles Martin Smith
Neg LogProb(↓):   0.006118
Path Entropy(↓):  0.037464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the big cube
Start Entity:     The Big Cube
Gold Answer:      [['Lana Turner', 'Richard Egan', 'George Chakiris']]
Predicted Ans:    Richard Egan
Predicted Path:   The Big Cube --[starred_actors]--> Richard Egan --[(INV) starred_actors]--> A Summer Place --[starred_actors]--> Richard Egan
Path (Raw):       The Big Cube --[starred_actors]--> Richard Egan --[(INV) starred_actors]--> A Summer Place --[starred_actors]--> Richard Egan
Neg LogProb(↓):   0.040335
Path Entropy(↓):  0.193123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the war of the worlds
Start Entity:     The War of the Worlds
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The War of the Worlds --[written_by]--> Barré Lyndon --[(INV) written_by]--> Hangover Square --[in_language]--> English
Path (Raw):       The War of the Worlds --[written_by]--> Barré Lyndon --[(INV) written_by]--> Hangover Square --[in_language]--> English
Neg LogProb(↓):   0.033248
Path Entropy(↓):  0.160560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in man about town
Start Entity:     Man About Town
Gold Answer:      [['Tony Mendez', 'Joshuah Bearman', 'Michael Frayn', 'Gillian Flynn', 'Chuck Hogan', 'William Harrison', 'John Wells', 'Brian Koppelman', 'David Levien', 'Don Roos', 'Matthew Michael Carnahan', 'Philip K. Dick', 'Ben Affleck', 'Michael Palin', 'Shana Larsen', 'Eric Idle', 'Graham Chapman', 'Terry Gilliam', 'Charles Crichton', 'Mike Judge', 'Jorge Blanco', 'Joe Stillman', 'Matt Damon', 'Don Hall', 'John Cleese', 'Marty Feldman', 'Tony Gilroy', 'Mark Steven Johnson', 'Terry Jones', 'Martin Brest', 'Jay Lacopo', 'Terrence Malick', 'Randall Wallace', 'Brian De Palma', 'Billy Ray']]
Predicted Ans:    Randall Wallace
Predicted Path:   Man About Town --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Path (Raw):       Man About Town --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.516867
Path Entropy(↓):  1.292964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by david thewlis
Start Entity:     David Thewlis
Gold Answer:      [['Bernard Rose', 'Caroline Thompson', 'Ron Hutchinson', 'Luke Harding', 'Josh Singer', 'David Leigh', 'Richard Stanley', 'Christopher Hampton', 'Bernardo Bertolucci', 'James Lasdun', 'David Scinto', 'Anna Sewell', 'Louis Mellis', 'H.G. Wells', 'James Hill', 'Howard Marks', 'Heinrich Harrer', 'Edgar Allan Poe']]
Predicted Ans:    Ron Hutchinson
Predicted Path:   David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       David Thewlis --[No Operation]--> David Thewlis --[(INV) starred_actors]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   0.508665
Path Entropy(↓):  1.357552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for treasure island
Start Entity:     Treasure Island
Gold Answer:      [['Fraser Clarke Heston', 'Robert Louis Stevenson']]
Predicted Ans:    Robert Louis Stevenson
Predicted Path:   Treasure Island --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> Jekyll and Hyde... Together Again --[written_by]--> Robert Louis Stevenson
Path (Raw):       Treasure Island --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> Jekyll and Hyde... Together Again --[written_by]--> Robert Louis Stevenson
Neg LogProb(↓):   1.858200
Path Entropy(↓):  2.335696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by interview with the assassin actors
Start Entity:     Interview with the Assassin
Gold Answer:      [['L.A. Puopolo', 'Peter Hyams']]
Predicted Ans:    L.A. Puopolo
Predicted Path:   Interview with the Assassin --[starred_actors]--> Raymond J. Barry --[(INV) starred_actors]--> The Turning --[directed_by]--> L.A. Puopolo
Path (Raw):       Interview with the Assassin --[starred_actors]--> Raymond J. Barry --[(INV) starred_actors]--> The Turning --[directed_by]--> L.A. Puopolo
Neg LogProb(↓):   0.059101
Path Entropy(↓):  0.250821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of lady of burlesque also directed which movies
Start Entity:     Lady of Burlesque
Gold Answer:      [['Roxie Hart', 'Night Nurse', 'Wings', 'The Public Enemy', 'So Big!', 'Good-bye, My Lady', 'A Star Is Born', 'The Star Witness', 'Track of the Cat', 'The Ox-Bow Incident', 'Magic Town', 'The Hatchet Man', 'Viva Villa!', 'Beau Geste', 'The High and the Mighty', 'Westward the Women', 'Across the Wide Missouri', 'The Call of the Wild', 'Frisco Jenny', 'Nothing Sacred', 'Yellow Sky']]
Predicted Ans:    Frisco Jenny
Predicted Path:   Lady of Burlesque --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Frisco Jenny
Path (Raw):       Lady of Burlesque --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Frisco Jenny --[No Operation]--> Frisco Jenny
Neg LogProb(↓):   1.798719
Path Entropy(↓):  2.277783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by dorothy mcguire were written by who
Start Entity:     Dorothy McGuire
Gold Answer:      [['St. Clair McKelway', 'Jessamyn West', 'Don Mankiewicz', 'Kate Douglas Wiggin', 'John H. Secondari', 'Arthur Wing Pinero', 'Fred Gipson', 'William Tunberg', 'Tess Slesinger', 'Betty Smith', 'John Patrick', 'Delmer Daves', 'Johann David Wyss', 'Sloan Wilson', 'Michael Wilson']]
Predicted Ans:    Michael Wilson
Predicted Path:   Dorothy McGuire --[(INV) starred_actors]--> Friendly Persuasion --[written_by]--> Michael Wilson
Path (Raw):       Dorothy McGuire --[No Operation]--> Dorothy McGuire --[(INV) starred_actors]--> Friendly Persuasion --[written_by]--> Michael Wilson
Neg LogProb(↓):   0.043835
Path Entropy(↓):  0.228558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the contract fall under
Start Entity:     The Contract
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Short', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Contract --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       The Contract --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.231227
Path Entropy(↓):  0.768969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the long ships
Start Entity:     The Long Ships
Gold Answer:      [["Sean O'Casey", 'Norman Krasna', 'Ranald MacDougall', 'Gavin Lambert', 'Wilbur Smith']]
Predicted Ans:    Sean O'Casey
Predicted Path:   The Long Ships --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> Young Cassidy --[written_by]--> Sean O'Casey
Path (Raw):       The Long Ships --[directed_by]--> Jack Cardiff --[(INV) directed_by]--> Young Cassidy --[written_by]--> Sean O'Casey
Neg LogProb(↓):   0.011462
Path Entropy(↓):  0.070494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film nightbreed
Start Entity:     Nightbreed
Gold Answer:      [['Clive Barker']]
Predicted Ans:    Clive Barker
Predicted Path:   Nightbreed --[directed_by]--> Clive Barker --[(INV) directed_by]--> Hellraiser --[written_by]--> Clive Barker
Path (Raw):       Nightbreed --[directed_by]--> Clive Barker --[(INV) directed_by]--> Hellraiser --[written_by]--> Clive Barker
Neg LogProb(↓):   0.578677
Path Entropy(↓):  0.980985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie medium cool starred who
Start Entity:     Medium Cool
Gold Answer:      [['Robert Forster', 'Verna Bloom', 'Marianna Hill', 'Peter Bonerz']]
Predicted Ans:    Verna Bloom
Predicted Path:   Medium Cool --[starred_actors]--> Verna Bloom --[(INV) starred_actors]--> Medium Cool --[starred_actors]--> Verna Bloom
Path (Raw):       Medium Cool --[starred_actors]--> Verna Bloom --[(INV) starred_actors]--> Medium Cool --[starred_actors]--> Verna Bloom
Neg LogProb(↓):   0.081120
Path Entropy(↓):  0.417004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor stella stevens starred together with who
Start Entity:     Stella Stevens
Gold Answer:      [['Bobby Darin', 'Daliah Lavi', 'Victor Buono', 'David Warner', 'Dean Martin', 'Glenn Ford', 'Melvyn Douglas', 'Everett Chambers', 'Jason Robards']]
Predicted Ans:    Melvyn Douglas
Predicted Path:   Stella Stevens --[(INV) starred_actors]--> Advance to the Rear --[starred_actors]--> Melvyn Douglas
Path (Raw):       Stella Stevens --[No Operation]--> Stella Stevens --[(INV) starred_actors]--> Advance to the Rear --[starred_actors]--> Melvyn Douglas
Neg LogProb(↓):   0.095140
Path Entropy(↓):  0.304370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of pelle hvenegaard starred movies
Start Entity:     Pelle Hvenegaard
Gold Answer:      [['Bille August']]
Predicted Ans:    Bille August
Predicted Path:   Pelle Hvenegaard --[(INV) starred_actors]--> Pelle the Conqueror --[directed_by]--> Bille August
Path (Raw):       Pelle Hvenegaard --[No Operation]--> Pelle Hvenegaard --[(INV) starred_actors]--> Pelle the Conqueror --[directed_by]--> Bille August
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the let him have it director
Start Entity:     Let Him Have It
Gold Answer:      [['Philip Ridley', 'Russell Hunter', 'Peter Barnes', 'Victor Hugo', 'Jeffrey D. Brown']]
Predicted Ans:    Russell Hunter
Predicted Path:   Let Him Have It --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[written_by]--> Russell Hunter
Path (Raw):       Let Him Have It --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[written_by]--> Russell Hunter
Neg LogProb(↓):   0.043217
Path Entropy(↓):  0.197645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of alex angulo starred movies
Start Entity:     Álex Angulo
Gold Answer:      [['Álex de la Iglesia']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   Álex Angulo --[(INV) starred_actors]--> The Day of the Beast --[directed_by]--> Álex de la Iglesia
Path (Raw):       Álex Angulo --[No Operation]--> Álex Angulo --[(INV) starred_actors]--> The Day of the Beast --[directed_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for bullet to the head
Start Entity:     Bullet to the Head
Gold Answer:      [['Colin Wilson', 'Alessandro Camon']]
Predicted Ans:    Alessandro Camon
Predicted Path:   Bullet to the Head --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[written_by]--> Alessandro Camon
Path (Raw):       Bullet to the Head --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[written_by]--> Alessandro Camon
Neg LogProb(↓):   0.001647
Path Entropy(↓):  0.013543
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the sentinel starred which actors
Start Entity:     The Sentinel
Gold Answer:      [['Michael Douglas', 'Kiefer Sutherland', 'Eva Longoria']]
Predicted Ans:    Kiefer Sutherland
Predicted Path:   The Sentinel --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland
Path (Raw):       The Sentinel --[starred_actors]--> Kiefer Sutherland --[(INV) starred_actors]--> Desert Saints --[starred_actors]--> Kiefer Sutherland
Neg LogProb(↓):   0.484258
Path Entropy(↓):  1.386122
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by brian sloan
Start Entity:     Brian Sloan
Gold Answer:      [['Alexis Arquette']]
Predicted Ans:    Alexis Arquette
Predicted Path:   Brian Sloan --[(INV) directed_by]--> I Think I Do --[starred_actors]--> Alexis Arquette
Path (Raw):       Brian Sloan --[No Operation]--> Brian Sloan --[(INV) directed_by]--> I Think I Do --[starred_actors]--> Alexis Arquette
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by howard rodman
Start Entity:     Howard Rodman
Gold Answer:      [['Madigan']]
Predicted Ans:    Madigan
Predicted Path:   Howard Rodman --[(INV) written_by]--> Madigan --[written_by]--> Howard Rodman --[(INV) written_by]--> Madigan
Path (Raw):       Howard Rodman --[(INV) written_by]--> Madigan --[written_by]--> Howard Rodman --[(INV) written_by]--> Madigan
Neg LogProb(↓):   0.103759
Path Entropy(↓):  0.341865
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie on our merry way released
Start Entity:     On Our Merry Way
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   On Our Merry Way --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       On Our Merry Way --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   1.954256
Path Entropy(↓):  2.982994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of berberian sound studio
Start Entity:     Berberian Sound Studio
Gold Answer:      [['Katalin Varga']]
Predicted Ans:    Berberian Sound Studio
Predicted Path:   Berberian Sound Studio --[written_by]--> Peter Strickland --[(INV) written_by]--> Berberian Sound Studio
Path (Raw):       Berberian Sound Studio --[No Operation]--> Berberian Sound Studio --[written_by]--> Peter Strickland --[(INV) written_by]--> Berberian Sound Studio
Neg LogProb(↓):   0.550893
Path Entropy(↓):  0.682459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by hope emerson
Start Entity:     Hope Emerson
Gold Answer:      [['John Cromwell']]
Predicted Ans:    John Cromwell
Predicted Path:   Hope Emerson --[(INV) starred_actors]--> Caged --[directed_by]--> John Cromwell
Path (Raw):       Hope Emerson --[No Operation]--> Hope Emerson --[(INV) starred_actors]--> Caged --[directed_by]--> John Cromwell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of spike jonze directed movies
Start Entity:     Spike Jonze
Gold Answer:      [['Dave Eggers', 'Maurice Sendak', 'Charlie Kaufman']]
Predicted Ans:    Dave Eggers
Predicted Path:   Spike Jonze --[(INV) directed_by]--> Where the Wild Things Are --[written_by]--> Dave Eggers
Path (Raw):       Spike Jonze --[No Operation]--> Spike Jonze --[(INV) directed_by]--> Where the Wild Things Are --[written_by]--> Dave Eggers
Neg LogProb(↓):   0.545185
Path Entropy(↓):  0.966126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by carl lerner in
Start Entity:     Carl Lerner
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Carl Lerner --[(INV) directed_by]--> Black Like Me --[has_genre]--> Drama
Path (Raw):       Carl Lerner --[No Operation]--> Carl Lerner --[(INV) directed_by]--> Black Like Me --[has_genre]--> Drama
Neg LogProb(↓):   0.000804
Path Entropy(↓):  0.006530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote apartment zero
Start Entity:     Apartment Zero
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Apartment Zero --[written_by]--> Martin Donovan --[(INV) written_by]--> Death Becomes Her --[has_genre]--> Comedy
Path (Raw):       Apartment Zero --[written_by]--> Martin Donovan --[(INV) written_by]--> Death Becomes Her --[has_genre]--> Comedy
Neg LogProb(↓):   0.006924
Path Entropy(↓):  0.046059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by roger allers
Start Entity:     Roger Allers
Gold Answer:      [['Mark Dindal', 'David Lister', 'Kirk Wise', 'Christophe Gans', 'Jean Cocteau', 'Gary Trousdale']]
Predicted Ans:    Anthony Stacchi
Predicted Path:   Roger Allers --[(INV) directed_by]--> Open Season --[directed_by]--> Anthony Stacchi
Path (Raw):       Roger Allers --[No Operation]--> Roger Allers --[(INV) directed_by]--> Open Season --[directed_by]--> Anthony Stacchi
Neg LogProb(↓):   0.644881
Path Entropy(↓):  1.321034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share actors with alvin and the chipmunks fall under
Start Entity:     Alvin and the Chipmunks
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Alvin and the Chipmunks --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[has_genre]--> Comedy
Path (Raw):       Alvin and the Chipmunks --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[has_genre]--> Comedy
Neg LogProb(↓):   0.102952
Path Entropy(↓):  0.349156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by dianna agron
Start Entity:     Dianna Agron
Gold Answer:      [['Marti Noxon', 'James Frey', 'Jobie Hughes', 'Tonino Benacquista', 'Miles Millar', 'Alfred Gough', 'Mora Stephens', 'Luc Besson', 'Ettore Scola']]
Predicted Ans:    Luc Besson
Predicted Path:   Dianna Agron --[(INV) starred_actors]--> The Family --[written_by]--> Luc Besson
Path (Raw):       Dianna Agron --[No Operation]--> Dianna Agron --[(INV) starred_actors]--> The Family --[written_by]--> Luc Besson
Neg LogProb(↓):   0.004377
Path Entropy(↓):  0.031272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by bruce kimmel release
Start Entity:     Bruce Kimmel
Gold Answer:      [['1983', '1976']]
Predicted Ans:    1976
Predicted Path:   Bruce Kimmel --[(INV) written_by]--> The First Nudie Musical --[release_year]--> 1976
Path (Raw):       Bruce Kimmel --[No Operation]--> Bruce Kimmel --[(INV) written_by]--> The First Nudie Musical --[release_year]--> 1976
Neg LogProb(↓):   0.024599
Path Entropy(↓):  0.114358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of creep were directed by who
Start Entity:     Creep
Gold Answer:      [['Christopher Smith', 'Johnnie To', 'Ringo Lam']]
Predicted Ans:    Christopher Smith
Predicted Path:   Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle --[directed_by]--> Christopher Smith
Path (Raw):       Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle --[directed_by]--> Christopher Smith
Neg LogProb(↓):   0.109080
Path Entropy(↓):  0.339570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by craig rosenberg released
Start Entity:     Craig Rosenberg
Gold Answer:      [['1996', '2006']]
Predicted Ans:    2006
Predicted Path:   Craig Rosenberg --[(INV) directed_by]--> Half Light --[release_year]--> 2006
Path (Raw):       Craig Rosenberg --[No Operation]--> Craig Rosenberg --[(INV) directed_by]--> Half Light --[release_year]--> 2006
Neg LogProb(↓):   0.102412
Path Entropy(↓):  0.319214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote reunion
Start Entity:     Reunion
Gold Answer:      [['Volker Schlöndorff', 'John Irvin', 'Kenneth Branagh', 'Karel Reisz', 'Joseph L. Mankiewicz', 'Peter Hall', 'Jack Clayton', 'Joseph Losey', 'Paul Schrader', 'Michael Anderson', 'Elia Kazan']]
Predicted Ans:    Volker Schlöndorff
Predicted Path:   Reunion --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale --[directed_by]--> Volker Schlöndorff
Path (Raw):       Reunion --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale --[directed_by]--> Volker Schlöndorff
Neg LogProb(↓):   0.562938
Path Entropy(↓):  1.249030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by macaulay culkin were in which languages
Start Entity:     Macaulay Culkin
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[in_language]--> English
Path (Raw):       Macaulay Culkin --[No Operation]--> Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[in_language]--> English
Neg LogProb(↓):   0.000948
Path Entropy(↓):  0.007604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the forbidden kingdom
Start Entity:     The Forbidden Kingdom
Gold Answer:      [['Zuleikha Robinson', 'Claire Trevor', 'Emilio Estevez', 'Viggo Mortensen', 'Lou Diamond Phillips', 'Charlie Sheen', 'Basil Rathbone', 'Jami Gertz', 'Christian Slater', 'Sam Shepard', 'Joely Richardson', 'Kiefer Sutherland', 'Hedy Lamarr', 'William Powell', 'Taryn Manning', 'Ted Danson', 'Ralph Macchio', 'Val Kilmer', 'Fred Ward', 'Zoe Saldana', 'Anson Mount', 'Britney Spears', 'Graham Greene', 'Omar Sharif', 'Joe Seneca']]
Predicted Ans:    Sam Shepard
Predicted Path:   The Forbidden Kingdom --[written_by]--> John Fusco --[(INV) written_by]--> Thunderheart --[starred_actors]--> Sam Shepard
Path (Raw):       The Forbidden Kingdom --[written_by]--> John Fusco --[(INV) written_by]--> Thunderheart --[starred_actors]--> Sam Shepard
Neg LogProb(↓):   0.330739
Path Entropy(↓):  0.823645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by shaun white were in which genres
Start Entity:     Shaun White
Gold Answer:      [['Sport', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Shaun White --[(INV) starred_actors]--> The Crash Reel --[has_genre]--> Documentary
Path (Raw):       Shaun White --[No Operation]--> Shaun White --[(INV) starred_actors]--> The Crash Reel --[has_genre]--> Documentary
Neg LogProb(↓):   0.005970
Path Entropy(↓):  0.036432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the cinderella man director
Start Entity:     Cinderella Man
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Cinderella Man --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[in_language]--> French
Path (Raw):       Cinderella Man --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[in_language]--> French
Neg LogProb(↓):   0.001844
Path Entropy(↓):  0.014949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the too late blues director
Start Entity:     Too Late Blues
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Too Late Blues --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Path (Raw):       Too Late Blues --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   0.001287
Path Entropy(↓):  0.010907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of animal kingdom
Start Entity:     Animal Kingdom
Gold Answer:      [['David Michôd', 'Joel Edgerton']]
Predicted Ans:    David Michôd
Predicted Path:   Animal Kingdom --[directed_by]--> David Michôd --[(INV) directed_by]--> The Rover --[written_by]--> David Michôd
Path (Raw):       Animal Kingdom --[directed_by]--> David Michôd --[(INV) directed_by]--> The Rover --[written_by]--> David Michôd
Neg LogProb(↓):   0.643188
Path Entropy(↓):  1.174386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of linha de passe also directed which movies
Start Entity:     Linha de Passe
Gold Answer:      [['Behind the Sun', 'Foreign Land', 'Central Station', 'On the Road', 'The Motorcycle Diaries', "Paris, je t'aime", 'Midnight', 'Dark Water']]
Predicted Ans:    Central Station
Predicted Path:   Linha de Passe --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station
Path (Raw):       Linha de Passe --[directed_by]--> Walter Salles --[(INV) directed_by]--> Central Station --[No Operation]--> Central Station
Neg LogProb(↓):   1.169073
Path Entropy(↓):  2.109605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ayesha mohan appears in which movies
Start Entity:     Ayesha Mohan
Gold Answer:      [['The Pool']]
Predicted Ans:    The Pool
Predicted Path:   Ayesha Mohan --[(INV) starred_actors]--> The Pool --[starred_actors]--> Ayesha Mohan --[(INV) starred_actors]--> The Pool
Path (Raw):       Ayesha Mohan --[(INV) starred_actors]--> The Pool --[starred_actors]--> Ayesha Mohan --[(INV) starred_actors]--> The Pool
Neg LogProb(↓):   0.246615
Path Entropy(↓):  0.659780
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie a walk among the tombstones in a few words
Start Entity:     A Walk Among the Tombstones
Gold Answer:      [['liam neeson']]
Predicted Ans:    norah jones
Predicted Path:   A Walk Among the Tombstones --[written_by]--> Lawrence Block --[(INV) written_by]--> My Blueberry Nights --[has_tags]--> norah jones
Path (Raw):       A Walk Among the Tombstones --[written_by]--> Lawrence Block --[(INV) written_by]--> My Blueberry Nights --[has_tags]--> norah jones
Neg LogProb(↓):   0.023692
Path Entropy(↓):  0.111379
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by lewis milestone release
Start Entity:     Lewis Milestone
Gold Answer:      [['1946', '1992', '1959', '1936', '1935', '1979', '1974', '1939', '1951', '2010', '1932', '1931', '1943', '1948', '2001', '1962', '1960', '1927', '1945', '1928', '1930']]
Predicted Ans:    1931
Predicted Path:   Lewis Milestone --[(INV) directed_by]--> The Front Page --[release_year]--> 1931
Path (Raw):       Lewis Milestone --[No Operation]--> Lewis Milestone --[(INV) directed_by]--> The Front Page --[release_year]--> 1931
Neg LogProb(↓):   1.104621
Path Entropy(↓):  2.210336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by jack haley released
Start Entity:     Jack Haley
Gold Answer:      [['1944', '1936']]
Predicted Ans:    1936
Predicted Path:   Jack Haley --[(INV) starred_actors]--> Pigskin Parade --[release_year]--> 1936
Path (Raw):       Jack Haley --[No Operation]--> Jack Haley --[(INV) starred_actors]--> Pigskin Parade --[release_year]--> 1936
Neg LogProb(↓):   0.459393
Path Entropy(↓):  0.727937
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter ossie davis
Start Entity:     Ossie Davis
Gold Answer:      [['Raymond St. Jacques', 'Godfrey Cambridge']]
Predicted Ans:    Godfrey Cambridge
Predicted Path:   Ossie Davis --[(INV) written_by]--> Cotton Comes to Harlem --[starred_actors]--> Godfrey Cambridge
Path (Raw):       Ossie Davis --[No Operation]--> Ossie Davis --[(INV) written_by]--> Cotton Comes to Harlem --[starred_actors]--> Godfrey Cambridge
Neg LogProb(↓):   0.178177
Path Entropy(↓):  0.451101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by brandon camp were in which genres
Start Entity:     Brandon Camp
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Brandon Camp --[(INV) directed_by]--> Love Happens --[has_genre]--> Drama
Path (Raw):       Brandon Camp --[No Operation]--> Brandon Camp --[(INV) directed_by]--> Love Happens --[has_genre]--> Drama
Neg LogProb(↓):   0.196548
Path Entropy(↓):  0.469144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by yves robert
Start Entity:     Yves Robert
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[has_genre]--> Comedy
Path (Raw):       Yves Robert --[No Operation]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[has_genre]--> Comedy
Neg LogProb(↓):   0.001382
Path Entropy(↓):  0.011345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with true story fall under
Start Entity:     True Story
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   True Story --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[has_genre]--> Comedy
Path (Raw):       True Story --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[has_genre]--> Comedy
Neg LogProb(↓):   1.512460
Path Entropy(↓):  0.810173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of eva also wrote movies
Start Entity:     Eva
Gold Answer:      [['Rough Magic', 'Palmetto', 'The Night of the Generals']]
Predicted Ans:    The Night of the Generals
Predicted Path:   Eva --[written_by]--> James Hadley Chase --[(INV) written_by]--> The Night of the Generals
Path (Raw):       Eva --[written_by]--> James Hadley Chase --[(INV) written_by]--> The Night of the Generals --[No Operation]--> The Night of the Generals
Neg LogProb(↓):   0.000075
Path Entropy(↓):  0.000858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by edoardo ponti released
Start Entity:     Edoardo Ponti
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Edoardo Ponti --[(INV) directed_by]--> Between Strangers --[release_year]--> 2002
Path (Raw):       Edoardo Ponti --[No Operation]--> Edoardo Ponti --[(INV) directed_by]--> Between Strangers --[release_year]--> 2002
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the love nest
Start Entity:     The Love Nest
Gold Answer:      [['1998', '1948', '1933', '1966', '1923', '1921', '1920', '1918', '1925', '1928', '2014', '1929', '1926', '1981', '1922', '1952', '1930']]
Predicted Ans:    1922
Predicted Path:   The Love Nest --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> My Wife's Relations --[release_year]--> 1922
Path (Raw):       The Love Nest --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> My Wife's Relations --[release_year]--> 1922
Neg LogProb(↓):   1.813522
Path Entropy(↓):  2.121102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote it's a great feeling
Start Entity:     It's a Great Feeling
Gold Answer:      [['1964', '1966', '1972', '1957', '1960', '1973', '1947', '1981', '1961', '1974', '1931']]
Predicted Ans:    1973
Predicted Path:   It's a Great Feeling --[written_by]--> Jack Rose --[(INV) written_by]--> A Touch of Class --[release_year]--> 1973
Path (Raw):       It's a Great Feeling --[written_by]--> Jack Rose --[(INV) written_by]--> A Touch of Class --[release_year]--> 1973
Neg LogProb(↓):   1.216672
Path Entropy(↓):  1.711549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of boyz n the hood
Start Entity:     Boyz n the Hood
Gold Answer:      [['John Singleton', 'Gordon Parks']]
Predicted Ans:    Gordon Parks
Predicted Path:   Boyz n the Hood --[written_by]--> John Singleton --[(INV) written_by]--> Shaft --[directed_by]--> Gordon Parks
Path (Raw):       Boyz n the Hood --[written_by]--> John Singleton --[(INV) written_by]--> Shaft --[directed_by]--> Gordon Parks
Neg LogProb(↓):   0.491606
Path Entropy(↓):  0.883946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by barry brown
Start Entity:     Barry Brown
Gold Answer:      [['Robert Benton', 'David Newman', 'Ross Thomas']]
Predicted Ans:    Robert Benton
Predicted Path:   Barry Brown --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Path (Raw):       Barry Brown --[No Operation]--> Barry Brown --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Neg LogProb(↓):   0.494820
Path Entropy(↓):  0.935467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe gods of the plague
Start Entity:     Gods of the Plague
Gold Answer:      [['rainer werner fassbinder']]
Predicted Ans:    rainer werner fassbinder
Predicted Path:   Gods of the Plague --[has_tags]--> rainer werner fassbinder --[(INV) has_tags]--> Gods of the Plague --[has_tags]--> rainer werner fassbinder
Path (Raw):       Gods of the Plague --[has_tags]--> rainer werner fassbinder --[(INV) has_tags]--> Gods of the Plague --[has_tags]--> rainer werner fassbinder
Neg LogProb(↓):   0.043579
Path Entropy(↓):  0.231702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in christmas in july
Start Entity:     Christmas in July
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Christmas in July --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Path (Raw):       Christmas in July --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Neg LogProb(↓):   0.000717
Path Entropy(↓):  0.006347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the order starred who
Start Entity:     The Order
Gold Answer:      [['Mark Addy', 'Shannyn Sossamon', 'Heath Ledger', 'Benno Fürmann']]
Predicted Ans:    Shannyn Sossamon
Predicted Path:   The Order --[starred_actors]--> Shannyn Sossamon --[(INV) starred_actors]--> One Missed Call --[starred_actors]--> Shannyn Sossamon
Path (Raw):       The Order --[starred_actors]--> Shannyn Sossamon --[(INV) starred_actors]--> One Missed Call --[starred_actors]--> Shannyn Sossamon
Neg LogProb(↓):   0.007682
Path Entropy(↓):  0.055833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the navigators
Start Entity:     The Navigators
Gold Answer:      [['1993', '2006', '1967', '2007', '1998', '2009', '2010', '2014', '1995', '1971', '2001', '1990', '1996', '2002', '2000', '1966', '2005', '1991', '1969']]
Predicted Ans:    1990
Predicted Path:   The Navigators --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Path (Raw):       The Navigators --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Neg LogProb(↓):   1.290283
Path Entropy(↓):  2.577787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was euripides a writer on
Start Entity:     Euripides
Gold Answer:      [['The Trojan Women', 'Medea']]
Predicted Ans:    The Trojan Women
Predicted Path:   Euripides --[(INV) written_by]--> The Trojan Women --[written_by]--> Edith Hamilton --[(INV) written_by]--> The Trojan Women
Path (Raw):       Euripides --[(INV) written_by]--> The Trojan Women --[written_by]--> Edith Hamilton --[(INV) written_by]--> The Trojan Women
Neg LogProb(↓):   0.324997
Path Entropy(↓):  0.616660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by mitchell altieri
Start Entity:     Mitchell Altieri
Gold Answer:      [['Danilo Bach', 'Phil Flores', 'Adam Weis', 'The Butcher Brothers']]
Predicted Ans:    Phil Flores
Predicted Path:   Mitchell Altieri --[(INV) directed_by]--> The Violent Kind --[written_by]--> Phil Flores
Path (Raw):       Mitchell Altieri --[No Operation]--> Mitchell Altieri --[(INV) directed_by]--> The Violent Kind --[written_by]--> Phil Flores
Neg LogProb(↓):   0.187150
Path Entropy(↓):  0.700191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by peter yeldham
Start Entity:     Peter Yeldham
Gold Answer:      [['Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Peter Yeldham --[(INV) written_by]--> Age of Consent --[directed_by]--> Michael Powell
Path (Raw):       Peter Yeldham --[No Operation]--> Peter Yeldham --[(INV) written_by]--> Age of Consent --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by jacob wysocki fall under
Start Entity:     Jacob Wysocki
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jacob Wysocki --[(INV) starred_actors]--> Fat Kid Rules the World --[has_genre]--> Comedy
Path (Raw):       Jacob Wysocki --[No Operation]--> Jacob Wysocki --[(INV) starred_actors]--> Fat Kid Rules the World --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by jeffrey boam release
Start Entity:     Jeffrey Boam
Gold Answer:      [['1983', '1989']]
Predicted Ans:    1983
Predicted Path:   Jeffrey Boam --[(INV) written_by]--> The Dead Zone --[release_year]--> 1983
Path (Raw):       Jeffrey Boam --[No Operation]--> Jeffrey Boam --[(INV) written_by]--> The Dead Zone --[release_year]--> 1983
Neg LogProb(↓):   0.251613
Path Entropy(↓):  0.531309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Fielder cook directed which films
Start Entity:     Fielder Cook
Gold Answer:      [['Patterns', 'Seize the Day', 'A Big Hand for the Little Lady']]
Predicted Ans:    A Big Hand for the Little Lady
Predicted Path:   Fielder Cook --[(INV) directed_by]--> Seize the Day --[directed_by]--> Fielder Cook --[(INV) directed_by]--> A Big Hand for the Little Lady
Path (Raw):       Fielder Cook --[(INV) directed_by]--> Seize the Day --[directed_by]--> Fielder Cook --[(INV) directed_by]--> A Big Hand for the Little Lady
Neg LogProb(↓):   0.582674
Path Entropy(↓):  1.163231
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by cindy crawford
Start Entity:     Cindy Crawford
Gold Answer:      [['Andrew Sipes', 'Doug Liman']]
Predicted Ans:    Andrew Sipes
Predicted Path:   Cindy Crawford --[(INV) starred_actors]--> Fair Game --[directed_by]--> Andrew Sipes
Path (Raw):       Cindy Crawford --[No Operation]--> Cindy Crawford --[(INV) starred_actors]--> Fair Game --[directed_by]--> Andrew Sipes
Neg LogProb(↓):   0.523454
Path Entropy(↓):  0.675947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film kidnap syndicate
Start Entity:     Kidnap Syndicate
Gold Answer:      [['1972', '1974', '1969']]
Predicted Ans:    1969
Predicted Path:   Kidnap Syndicate --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Naked Violence --[release_year]--> 1969
Path (Raw):       Kidnap Syndicate --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Naked Violence --[release_year]--> 1969
Neg LogProb(↓):   0.152942
Path Entropy(↓):  0.494402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by pierce brosnan
Start Entity:     Pierce Brosnan
Gold Answer:      [['Rod Hardy', 'Roger Donaldson', 'Brett Leonard', 'Tom Gries', 'Peter Howitt', 'Michael Apted', 'Martin Campbell', 'Ira Sachs', 'Shana Feste', 'Francis Megahy', 'John Boorman', 'Roger Spottiswoode', 'Nicholas Meyer', 'Lee Tamahori', 'Christian Duguay', 'Phyllida Lloyd', 'Jacques Perrin', 'Jacques Cluzaud', 'Pascal Chaumeil', 'Richard Shepard', 'Brett Ratner', 'Tim Burton', 'John McTiernan', 'Norman Jewison', 'David Von Ancken', 'Luis Buñuel']]
Predicted Ans:    Michael Apted
Predicted Path:   Pierce Brosnan --[(INV) starred_actors]--> The World Is Not Enough --[directed_by]--> Michael Apted
Path (Raw):       Pierce Brosnan --[No Operation]--> Pierce Brosnan --[(INV) starred_actors]--> The World Is Not Enough --[directed_by]--> Michael Apted
Neg LogProb(↓):   0.747508
Path Entropy(↓):  1.399736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film velvet goldmine
Start Entity:     Velvet Goldmine
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Velvet Goldmine --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       Velvet Goldmine --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   2.713912
Path Entropy(↓):  4.461936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by andrew anastasios
Start Entity:     Andrew Anastasios
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Andrew Anastasios --[(INV) written_by]--> The Water Diviner --[has_genre]--> Drama
Path (Raw):       Andrew Anastasios --[No Operation]--> Andrew Anastasios --[(INV) written_by]--> The Water Diviner --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by cabaret actors
Start Entity:     Cabaret
Gold Answer:      [['Robert Altman', 'Richard Stanley', 'Clive Donner', 'Desmond Davis', 'Jay Roach', 'Robert Marcarelli', 'Steven Soderbergh', 'Don Taylor', 'John Frankenheimer', 'Marty Feldman', 'Stanley Donen', 'Harold Prince', 'David Greene', 'Michael Anderson', 'Lech Majewski', 'Robert Zemeckis', 'Martin Scorsese', 'Alan J. Pakula']]
Predicted Ans:    Don Taylor
Predicted Path:   Cabaret --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Island of Dr. Moreau --[directed_by]--> Don Taylor
Path (Raw):       Cabaret --[starred_actors]--> Michael York --[(INV) starred_actors]--> The Island of Dr. Moreau --[directed_by]--> Don Taylor
Neg LogProb(↓):   0.551881
Path Entropy(↓):  1.088762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of four weddings and a funeral
Start Entity:     Four Weddings and a Funeral
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Four Weddings and a Funeral --[written_by]--> Richard Curtis --[(INV) written_by]--> Love Actually --[has_genre]--> Comedy
Path (Raw):       Four Weddings and a Funeral --[written_by]--> Richard Curtis --[(INV) written_by]--> Love Actually --[has_genre]--> Comedy
Neg LogProb(↓):   0.224609
Path Entropy(↓):  0.625538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jane seymour
Start Entity:     Jane Seymour
Gold Answer:      [['Don Sharp', 'Sam Wanamaker', 'Harold Young', 'Ellie Kanner', 'Shekhar Kapur', 'Dermot Mulroney', 'Jeannot Szwarc', 'Zoltan Korda']]
Predicted Ans:    Don Sharp
Predicted Path:   Jane Seymour --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Don Sharp
Path (Raw):       Jane Seymour --[No Operation]--> Jane Seymour --[(INV) starred_actors]--> The Four Feathers --[directed_by]--> Don Sharp
Neg LogProb(↓):   0.918163
Path Entropy(↓):  1.791630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by jill sobule
Start Entity:     Jill Sobule
Gold Answer:      [['Allison Anders']]
Predicted Ans:    Allison Anders
Predicted Path:   Jill Sobule --[(INV) starred_actors]--> Grace of My Heart --[written_by]--> Allison Anders
Path (Raw):       Jill Sobule --[No Operation]--> Jill Sobule --[(INV) starred_actors]--> Grace of My Heart --[written_by]--> Allison Anders
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with fled fall under
Start Entity:     Fled
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Fled --[directed_by]--> Kevin Hooks --[(INV) directed_by]--> Fled --[has_genre]--> Action
Path (Raw):       Fled --[directed_by]--> Kevin Hooks --[(INV) directed_by]--> Fled --[has_genre]--> Action
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the next karate kid actors
Start Entity:     The Next Karate Kid
Gold Answer:      [['Sport', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Next Karate Kid --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Sometimes They Come Back... Again --[has_genre]--> Horror
Path (Raw):       The Next Karate Kid --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Sometimes They Come Back... Again --[has_genre]--> Horror
Neg LogProb(↓):   1.577607
Path Entropy(↓):  1.622733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the ritz
Start Entity:     The Ritz
Gold Answer:      [['Terrence McNally']]
Predicted Ans:    Terrence McNally
Predicted Path:   The Ritz --[written_by]--> Terrence McNally --[(INV) written_by]--> The Ritz --[written_by]--> Terrence McNally
Path (Raw):       The Ritz --[written_by]--> Terrence McNally --[(INV) written_by]--> The Ritz --[written_by]--> Terrence McNally
Neg LogProb(↓):   0.292095
Path Entropy(↓):  0.627816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by james hawes were written by who
Start Entity:     James Hawes
Gold Answer:      [['Andrew Davies', 'John Buchan', 'Lizzie Mickery']]
Predicted Ans:    Lizzie Mickery
Predicted Path:   James Hawes --[(INV) directed_by]--> The 39 Steps --[written_by]--> Lizzie Mickery
Path (Raw):       James Hawes --[No Operation]--> James Hawes --[(INV) directed_by]--> The 39 Steps --[written_by]--> Lizzie Mickery
Neg LogProb(↓):   0.793132
Path Entropy(↓):  1.292715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the quiet american
Start Entity:     The Quiet American
Gold Answer:      [['Joseph L. Mankiewicz']]
Predicted Ans:    Phillip Noyce
Predicted Path:   The Quiet American --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[directed_by]--> Phillip Noyce
Path (Raw):       The Quiet American --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[directed_by]--> Phillip Noyce
Neg LogProb(↓):   0.562353
Path Entropy(↓):  1.379875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film written by tran anh hung
Start Entity:     Tran Anh Hung
Gold Answer:      [['Norwegian Wood', 'The Scent of Green Papaya', 'Cyclo']]
Predicted Ans:    Norwegian Wood
Predicted Path:   Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung --[(INV) written_by]--> Norwegian Wood
Path (Raw):       Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung --[(INV) written_by]--> Norwegian Wood
Neg LogProb(↓):   0.318382
Path Entropy(↓):  0.991705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film place vendome are directed by who
Start Entity:     Place Vendôme
Gold Answer:      [['Manoel de Oliveira', 'Peter Hyams', 'André Téchiné', 'Régis Wargnier', 'Stuart Rosenberg', 'Jacques Demy', 'François Truffaut', 'Arnaud Desplechin', 'Tony Scott', 'Roman Polanski', 'Robert Aldrich', 'Anatole Litvak', 'Lars von Trier', 'Terence Young', 'Mike Mendez', 'Larry Brand', 'Dick Richards', 'François Ozon', 'Luis Buñuel']]
Predicted Ans:    André Téchiné
Predicted Path:   Place Vendôme --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> My Favorite Season --[directed_by]--> André Téchiné
Path (Raw):       Place Vendôme --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> My Favorite Season --[directed_by]--> André Téchiné
Neg LogProb(↓):   1.555390
Path Entropy(↓):  2.129525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of session 9
Start Entity:     Session 9
Gold Answer:      [['1998', '2008', '2010', '2004', '2014', '2013']]
Predicted Ans:    1998
Predicted Path:   Session 9 --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Next Stop Wonderland --[release_year]--> 1998
Path (Raw):       Session 9 --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Next Stop Wonderland --[release_year]--> 1998
Neg LogProb(↓):   1.343397
Path Entropy(↓):  1.699300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the adventures of arsene lupin
Start Entity:     The Adventures of Arsène Lupin
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   The Adventures of Arsène Lupin --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Path (Raw):       The Adventures of Arsène Lupin --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Neg LogProb(↓):   2.599105
Path Entropy(↓):  4.061651
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of never take sweets from a stranger
Start Entity:     Never Take Sweets from a Stranger
Gold Answer:      [['Richard Farnsworth', 'Wayne Robson', 'Ken Pogue', 'Jackie Burroughs']]
Predicted Ans:    Patrick Allen
Predicted Path:   Never Take Sweets from a Stranger --[written_by]--> John Hunter --[(INV) written_by]--> Never Take Sweets from a Stranger --[starred_actors]--> Patrick Allen
Path (Raw):       Never Take Sweets from a Stranger --[written_by]--> John Hunter --[(INV) written_by]--> Never Take Sweets from a Stranger --[starred_actors]--> Patrick Allen
Neg LogProb(↓):   0.302347
Path Entropy(↓):  0.855359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe movie tall tale
Start Entity:     Tall Tale
Gold Answer:      [['jeremiah s. chechik']]
Predicted Ans:    jeremiah s. chechik
Predicted Path:   Tall Tale --[has_tags]--> jeremiah s. chechik --[(INV) has_tags]--> Tall Tale --[has_tags]--> jeremiah s. chechik
Path (Raw):       Tall Tale --[has_tags]--> jeremiah s. chechik --[(INV) has_tags]--> Tall Tale --[has_tags]--> jeremiah s. chechik
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of house on haunted hill
Start Entity:     House on Haunted Hill
Gold Answer:      [['Western', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   House on Haunted Hill --[directed_by]--> William Castle --[(INV) directed_by]--> The Tingler --[has_genre]--> Horror
Path (Raw):       House on Haunted Hill --[directed_by]--> William Castle --[(INV) directed_by]--> The Tingler --[has_genre]--> Horror
Neg LogProb(↓):   0.300719
Path Entropy(↓):  0.892831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film mr. jealousy
Start Entity:     Mr. Jealousy
Gold Answer:      [['2003', '1992', '1993', '1985', '1984', '1998', '1994', '1943', '1995', '2001', '1990', '1989', '1996', '2011', '1997', '1991', '1999', '1927', '1987']]
Predicted Ans:    1999
Predicted Path:   Mr. Jealousy --[starred_actors]--> Eric Stoltz --[(INV) starred_actors]--> The Passion of Ayn Rand --[release_year]--> 1999
Path (Raw):       Mr. Jealousy --[starred_actors]--> Eric Stoltz --[(INV) starred_actors]--> The Passion of Ayn Rand --[release_year]--> 1999
Neg LogProb(↓):   1.164881
Path Entropy(↓):  1.731291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of sandra bernhard starred movies
Start Entity:     Sandra Bernhard
Gold Answer:      [['Tommy Chong']]
Predicted Ans:    Tommy Chong
Predicted Path:   Sandra Bernhard --[(INV) starred_actors]--> Nice Dreams --[directed_by]--> Tommy Chong
Path (Raw):       Sandra Bernhard --[No Operation]--> Sandra Bernhard --[(INV) starred_actors]--> Nice Dreams --[directed_by]--> Tommy Chong
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the salvation
Start Entity:     The Salvation
Gold Answer:      [['Janet McTeer', 'Kristian Levring']]
Predicted Ans:    Kristian Levring
Predicted Path:   The Salvation --[directed_by]--> Kristian Levring --[(INV) directed_by]--> The Intended --[written_by]--> Kristian Levring
Path (Raw):       The Salvation --[directed_by]--> Kristian Levring --[(INV) directed_by]--> The Intended --[written_by]--> Kristian Levring
Neg LogProb(↓):   0.035714
Path Entropy(↓):  0.197344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by cynthia cidre in
Start Entity:     Cynthia Cidre
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Cynthia Cidre --[(INV) written_by]--> The Mambo Kings --[has_genre]--> Drama
Path (Raw):       Cynthia Cidre --[No Operation]--> Cynthia Cidre --[(INV) written_by]--> The Mambo Kings --[has_genre]--> Drama
Neg LogProb(↓):   0.000877
Path Entropy(↓):  0.007356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote bend it like beckham
Start Entity:     Bend It Like Beckham
Gold Answer:      [['Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Gérard Depardieu', 'Paul Mayeda Berges', 'Gurinder Chadha', 'Wes Craven', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Alexander Payne']]
Predicted Ans:    Sylvain Chomet
Predicted Path:   Bend It Like Beckham --[written_by]--> Gurinder Chadha --[(INV) written_by]--> Paris, je t'aime --[directed_by]--> Sylvain Chomet
Path (Raw):       Bend It Like Beckham --[written_by]--> Gurinder Chadha --[(INV) written_by]--> Paris, je t'aime --[directed_by]--> Sylvain Chomet
Neg LogProb(↓):   0.643302
Path Entropy(↓):  1.695704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie open season 2
Start Entity:     Open Season 2
Gold Answer:      [['John Schultz', 'Marcus Raboy', 'Kevin Bray', 'Seth MacFarlane', 'Steve Carr', 'Philippe Caland', 'Salim Akil', 'Tengiz Abuladze']]
Predicted Ans:    Tengiz Abuladze
Predicted Path:   Open Season 2 --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[directed_by]--> Tengiz Abuladze
Path (Raw):       Open Season 2 --[starred_actors]--> Mike Epps --[(INV) starred_actors]--> Repentance --[directed_by]--> Tengiz Abuladze
Neg LogProb(↓):   0.166555
Path Entropy(↓):  0.580790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director richard brooks
Start Entity:     Richard Brooks
Gold Answer:      [['June Allyson', 'Robert Keith', 'Yul Brynner', 'José Ferrer', 'Van Johnson', 'Dana Wynter', 'Richard Kiley', 'Cary Grant', 'Ernest Borgnine', 'Walter Pidgeon', 'Lloyd Bridges', 'Elizabeth Taylor', "Peter O'Toole", 'Robert Webber', 'Candice Bergen', 'Paul Stewart', 'Diane Keaton', 'Richard Widmark', 'Donna Reed', 'Goldie Hawn', 'Warren Beatty', 'Tuesday Weld', 'Karl Malden', 'Ben Johnson', 'Shirley Jones', 'Debbie Reynolds', 'Bette Davis', 'Lee Marvin', 'Woody Strode', 'Robert Ryan', 'Paul Newman', 'Gene Hackman', 'Barry Fitzgerald', 'Burt Lancaster', 'Ed Begley', 'Geraldine Page', 'Sean Connery', 'Scott Wilson', 'Gert Fröbe', 'Eli Wallach', 'Jean Simmons', 'John Forsythe', 'James Coburn', 'Humphrey Bogart', 'Robert Blake', 'Keenan Wynn', 'Shirley Knight', 'Burl Ives', 'James Mason', 'Rock Hudson', 'Arthur Kennedy']]
Predicted Ans:    Sean Connery
Predicted Path:   Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[starred_actors]--> Sean Connery
Path (Raw):       Richard Brooks --[No Operation]--> Richard Brooks --[(INV) directed_by]--> Wrong Is Right --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.825404
Path Entropy(↓):  1.706365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie homefront were released in which years
Start Entity:     Homefront
Gold Answer:      [['2008', '2003', '1936', '2006', '2007', '1998', '2010', '2004', '2014', '1995', '1972', '1971', '2001', '2002', '2012', '2011', '2013', '2000', '2005', '1999', '1969']]
Predicted Ans:    2012
Predicted Path:   Homefront --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Homefront --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   1.304028
Path Entropy(↓):  2.025832
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does winona ryder appear in
Start Entity:     Winona Ryder
Gold Answer:      [['Little Women', 'The Dilemma', 'The Age of Innocence', 'Boys', 'Stay Cool', 'The Iceman', 'Mermaids', 'The Letter', 'Lost Souls', 'Autumn in New York', 'The Last Word', 'Heathers', 'Mr. Deeds', 'Welcome Home, Roxy Carmichael', 'The Crucible', 'Edward Scissorhands', 'Girl, Interrupted', 'Reality Bites']]
Predicted Ans:    Escanaba in da Moonlight
Predicted Path:   Winona Ryder --[(INV) starred_actors]--> Welcome Home, Roxy Carmichael --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> Escanaba in da Moonlight
Path (Raw):       Winona Ryder --[(INV) starred_actors]--> Welcome Home, Roxy Carmichael --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> Escanaba in da Moonlight
Neg LogProb(↓):   1.297661
Path Entropy(↓):  2.109218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which topics is fantasia about
Start Entity:     Fantasia
Gold Answer:      [['ben sharpsteen', 'classical music', 'classical', 'disney animated feature', 'music', 'disney', 'classic']]
Predicted Ans:    classical music
Predicted Path:   Fantasia --[has_tags]--> classical music --[(INV) has_tags]--> Fantasia --[has_tags]--> classical music
Path (Raw):       Fantasia --[has_tags]--> classical music --[(INV) has_tags]--> Fantasia --[has_tags]--> classical music
Neg LogProb(↓):   0.747725
Path Entropy(↓):  1.314317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the seventh continent
Start Entity:     The Seventh Continent
Gold Answer:      [['Rob Sitch', 'Tom Gleisner', 'Santo Cilauro', 'Jane Kennedy', 'Elfriede Jelinek', 'Franz Kafka', 'Michael Haneke']]
Predicted Ans:    Jane Kennedy
Predicted Path:   The Seventh Continent --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[written_by]--> Jane Kennedy
Path (Raw):       The Seventh Continent --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[written_by]--> Jane Kennedy
Neg LogProb(↓):   1.407674
Path Entropy(↓):  2.513918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter john d. hancock
Start Entity:     John D. Hancock
Gold Answer:      [['Nick Nolte', 'Rita Taggart', 'Zohra Lampert', 'Ernie Hudson']]
Predicted Ans:    Zohra Lampert
Predicted Path:   John D. Hancock --[(INV) written_by]--> Let's Scare Jessica to Death --[starred_actors]--> Zohra Lampert
Path (Raw):       John D. Hancock --[No Operation]--> John D. Hancock --[(INV) written_by]--> Let's Scare Jessica to Death --[starred_actors]--> Zohra Lampert
Neg LogProb(↓):   0.041513
Path Entropy(↓):  0.170116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with carlos diegues
Start Entity:     Carlos Diegues
Gold Answer:      [['João Ubaldo Ribeiro', 'Vinicius de Moraes']]
Predicted Ans:    Vinicius de Moraes
Predicted Path:   Carlos Diegues --[(INV) written_by]--> Orfeu --[written_by]--> Vinicius de Moraes
Path (Raw):       Carlos Diegues --[No Operation]--> Carlos Diegues --[(INV) written_by]--> Orfeu --[written_by]--> Vinicius de Moraes
Neg LogProb(↓):   0.404961
Path Entropy(↓):  0.642186
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of comes a horseman
Start Entity:     Comes a Horseman
Gold Answer:      [['Alan J. Pakula']]
Predicted Ans:    Alan J. Pakula
Predicted Path:   Comes a Horseman --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[directed_by]--> Alan J. Pakula
Path (Raw):       Comes a Horseman --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[directed_by]--> Alan J. Pakula
Neg LogProb(↓):   0.630347
Path Entropy(↓):  1.289317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote idiocracy
Start Entity:     Idiocracy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Idiocracy --[written_by]--> Mike Judge --[(INV) written_by]--> Extract --[has_genre]--> Comedy
Path (Raw):       Idiocracy --[written_by]--> Mike Judge --[(INV) written_by]--> Extract --[has_genre]--> Comedy
Neg LogProb(↓):   0.335254
Path Entropy(↓):  0.597521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer mark mills
Start Entity:     Mark Mills
Gold Answer:      [['Paul Bettany', 'Viva Bianca', 'Jonathan LaPaglia', 'Hanna Mangan Lawrence', 'Luke Hemsworth', 'Nicol Williamson', 'Ann Bell']]
Predicted Ans:    Paul Bettany
Predicted Path:   Mark Mills --[(INV) written_by]--> The Reckoning --[starred_actors]--> Paul Bettany
Path (Raw):       Mark Mills --[No Operation]--> Mark Mills --[(INV) written_by]--> The Reckoning --[starred_actors]--> Paul Bettany
Neg LogProb(↓):   0.171265
Path Entropy(↓):  0.462486
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed 3 days to kill
Start Entity:     3 Days to Kill
Gold Answer:      [['2012', '2006', '2000', '2009']]
Predicted Ans:    2014
Predicted Path:   3 Days to Kill --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[release_year]--> 2014
Path (Raw):       3 Days to Kill --[directed_by]--> McG --[(INV) directed_by]--> 3 Days to Kill --[release_year]--> 2014
Neg LogProb(↓):   0.780111
Path Entropy(↓):  1.174451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film at any price was written by who
Start Entity:     At Any Price
Gold Answer:      [['Ramin Bahrani']]
Predicted Ans:    Ramin Bahrani
Predicted Path:   At Any Price --[written_by]--> Ramin Bahrani --[(INV) written_by]--> 99 Homes --[written_by]--> Ramin Bahrani
Path (Raw):       At Any Price --[written_by]--> Ramin Bahrani --[(INV) written_by]--> 99 Homes --[written_by]--> Ramin Bahrani
Neg LogProb(↓):   0.131925
Path Entropy(↓):  0.503410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the hawaiians also directed which films
Start Entity:     The Hawaiians
Gold Answer:      [['The Greatest', '100 Rifles', 'Will Penny', 'Helter Skelter']]
Predicted Ans:    The Hawaiians
Predicted Path:   The Hawaiians --[directed_by]--> Tom Gries --[(INV) directed_by]--> The Hawaiians
Path (Raw):       The Hawaiians --[directed_by]--> Tom Gries --[(INV) directed_by]--> The Hawaiians --[No Operation]--> The Hawaiians
Neg LogProb(↓):   0.791924
Path Entropy(↓):  1.037185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the incredible hulk returns also directed which movies
Start Entity:     The Incredible Hulk Returns
Gold Answer:      [['The Death of the Incredible Hulk']]
Predicted Ans:    The Incredible Hulk Returns
Predicted Path:   The Incredible Hulk Returns --[directed_by]--> Bill Bixby --[(INV) directed_by]--> The Incredible Hulk Returns
Path (Raw):       The Incredible Hulk Returns --[directed_by]--> Bill Bixby --[(INV) directed_by]--> The Incredible Hulk Returns --[No Operation]--> The Incredible Hulk Returns
Neg LogProb(↓):   0.029306
Path Entropy(↓):  0.130974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of cayetana guillen cuervo
Start Entity:     Cayetana Guillén Cuervo
Gold Answer:      [['Rafael Alonso']]
Predicted Ans:    Cayetana Guillén Cuervo
Predicted Path:   Cayetana Guillén Cuervo --[(INV) starred_actors]--> The Grandfather --[starred_actors]--> Cayetana Guillén Cuervo
Path (Raw):       Cayetana Guillén Cuervo --[No Operation]--> Cayetana Guillén Cuervo --[(INV) starred_actors]--> The Grandfather --[starred_actors]--> Cayetana Guillén Cuervo
Neg LogProb(↓):   0.001358
Path Entropy(↓):  0.010367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the virgin suicides
Start Entity:     The Virgin Suicides
Gold Answer:      [['Sofia Coppola', 'Jeffrey Eugenides']]
Predicted Ans:    Sofia Coppola
Predicted Path:   The Virgin Suicides --[written_by]--> Sofia Coppola --[(INV) written_by]--> The Bling Ring --[written_by]--> Sofia Coppola
Path (Raw):       The Virgin Suicides --[written_by]--> Sofia Coppola --[(INV) written_by]--> The Bling Ring --[written_by]--> Sofia Coppola
Neg LogProb(↓):   0.003249
Path Entropy(↓):  0.025148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by toni servillo
Start Entity:     toni servillo
Gold Answer:      [['The Girl by the Lake']]
Predicted Ans:    The Girl by the Lake
Predicted Path:   toni servillo --[(INV) has_tags]--> The Girl by the Lake --[has_tags]--> toni servillo --[(INV) has_tags]--> The Girl by the Lake
Path (Raw):       toni servillo --[(INV) has_tags]--> The Girl by the Lake --[has_tags]--> toni servillo --[(INV) has_tags]--> The Girl by the Lake
Neg LogProb(↓):   0.281764
Path Entropy(↓):  0.557392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie jinxed!
Start Entity:     Jinxed!
Gold Answer:      [['Olive Higgins Prouty', 'Paul Mazursky', 'Wayne Kramer', 'Olivia Goldsmith', 'Dale Launer', 'Milton Moses Ginsberg', 'Michael Crichton', 'Marshall Brickman', 'Don Carpenter', 'Sylvie Verheyde', 'Michael Korda', 'Iris Rainer', 'James Glickenhaus', 'Alan Alda', 'Lowell Cunningham', 'Ira Sachs', 'Leslie Dixon', 'Don Coscarelli', 'Ira Levin', 'Roger L. Simon', 'Gary DeVore', 'Jimmy Huston', 'Peter Bowman', 'Paul Simon', 'Robert Getchell', 'Bette Midler', 'Neal Jimenez', 'William Goldman', 'Bill Kerby', 'Paul Glickler', 'Lindy Laub', 'Paul Rudnick', 'Mary Agnes Donoghue', 'Walter Tevis', 'Cornel Wilde', 'Bo Goldman', 'Robin Cook']]
Predicted Ans:    Ira Sachs
Predicted Path:   Jinxed! --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Forty Shades of Blue --[written_by]--> Ira Sachs
Path (Raw):       Jinxed! --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Forty Shades of Blue --[written_by]--> Ira Sachs
Neg LogProb(↓):   0.684441
Path Entropy(↓):  1.038307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by lucia puenzo
Start Entity:     Lucía Puenzo
Gold Answer:      [['Diego Peretti', 'Àlex Brendemühl', 'Elena Roger', 'Ricardo Darín', 'Natalia Oreiro', 'Valeria Bertuccelli']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Lucía Puenzo --[(INV) directed_by]--> XXY --[starred_actors]--> Ricardo Darín
Path (Raw):       Lucía Puenzo --[No Operation]--> Lucía Puenzo --[(INV) directed_by]--> XXY --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.004941
Path Entropy(↓):  0.031364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by dirty rotten scoundrels writers release
Start Entity:     Dirty Rotten Scoundrels
Gold Answer:      [['1964', '1992', '1959', '1961', '1986', '1974']]
Predicted Ans:    1959
Predicted Path:   Dirty Rotten Scoundrels --[written_by]--> Stanley Shapiro --[(INV) written_by]--> Pillow Talk --[release_year]--> 1959
Path (Raw):       Dirty Rotten Scoundrels --[written_by]--> Stanley Shapiro --[(INV) written_by]--> Pillow Talk --[release_year]--> 1959
Neg LogProb(↓):   0.057060
Path Entropy(↓):  0.285978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with tobey maguire
Start Entity:     Tobey Maguire
Gold Answer:      [['Jake Gyllenhaal', 'Ulrich Thomsen', 'Joan Allen', 'James Franco', 'Natalie Portman', 'Reese Witherspoon', 'William H. Macy', 'Frances McDormand', 'Nikolaj Lie Kaas', 'Skeet Ulrich', 'George Clooney', 'Willem Dafoe', 'Cate Blanchett', 'Thomas Haden Church', 'Connie Nielsen', 'Michael Douglas', 'Kirsten Dunst']]
Predicted Ans:    James Franco
Predicted Path:   Tobey Maguire --[(INV) starred_actors]--> Spider-Man 3 --[starred_actors]--> James Franco
Path (Raw):       Tobey Maguire --[No Operation]--> Tobey Maguire --[(INV) starred_actors]--> Spider-Man 3 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.657538
Path Entropy(↓):  0.704298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote mr. deeds goes to town
Start Entity:     Mr. Deeds Goes to Town
Gold Answer:      [['Harold Lloyd', 'Robert Florey', 'Sam Taylor', 'Charles Jarrott', 'John Ford', 'Frank Capra']]
Predicted Ans:    Frank Capra
Predicted Path:   Mr. Deeds Goes to Town --[written_by]--> Robert Riskin --[(INV) written_by]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       Mr. Deeds Goes to Town --[written_by]--> Robert Riskin --[(INV) written_by]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.696511
Path Entropy(↓):  1.213499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film star of midnight
Start Entity:     Star of Midnight
Gold Answer:      [['Walter Hill', 'George Cukor', 'Edmund Goulding', 'Edward Dmytryk', 'William Dieterle', 'Garson Kanin', 'Tay Garnett', 'Edward Buzzell', 'Bob Rafelson', 'William A. Wellman', 'Mervyn LeRoy', 'Phil Karlson', 'Richard Thorpe', 'Billy Wilder', 'Robert Z. Leonard', 'Henry Koster', 'Gregory La Cava', 'John Ford', 'Dorothy Arzner', 'George Fitzmaurice', 'Michael Curtiz', 'Howard Hawks', 'William K. Howard', 'Stephen Roberts', 'Nunnally Johnson', 'W.S. Van Dyke', 'Joshua Logan', 'Charles Walters', 'Alexander Hall', 'Leo McCarey', 'Jack Conway', 'H.C. Potter', 'Tamra Davis', 'George Stevens', 'Josef von Sternberg', 'Norman Z. McLeod', 'Richard Boleslawski', 'Mark Sandrich', 'Stuart Heisler', 'Thornton Freeland']]
Predicted Ans:    Walter Hill
Predicted Path:   Star of Midnight --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[directed_by]--> Walter Hill
Path (Raw):       Star of Midnight --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[directed_by]--> Walter Hill
Neg LogProb(↓):   1.657439
Path Entropy(↓):  2.647852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jessica lowndes is a co - star of who
Start Entity:     Jessica Lowndes
Gold Answer:      [['Bruce Willis', 'Briana Evigan', 'Ashley Schneider', 'Terrance Zdunich', 'Jason Patric']]
Predicted Ans:    Jessica Lowndes
Predicted Path:   Jessica Lowndes --[(INV) starred_actors]--> The Devil's Carnival --[starred_actors]--> Jessica Lowndes
Path (Raw):       Jessica Lowndes --[No Operation]--> Jessica Lowndes --[(INV) starred_actors]--> The Devil's Carnival --[starred_actors]--> Jessica Lowndes
Neg LogProb(↓):   0.155491
Path Entropy(↓):  0.452139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies acted by bjørn sundquist
Start Entity:     Bjørn Sundquist
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Bjørn Sundquist --[(INV) starred_actors]--> The Other Side of Sunday --[in_language]--> Norwegian
Path (Raw):       Bjørn Sundquist --[No Operation]--> Bjørn Sundquist --[(INV) starred_actors]--> The Other Side of Sunday --[in_language]--> Norwegian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is far cry about
Start Entity:     Far Cry
Gold Answer:      [['uwe boll', 'til schweiger']]
Predicted Ans:    uwe boll
Predicted Path:   Far Cry --[has_tags]--> uwe boll --[(INV) has_tags]--> Alone in the Dark --[has_tags]--> uwe boll
Path (Raw):       Far Cry --[has_tags]--> uwe boll --[(INV) has_tags]--> Alone in the Dark --[has_tags]--> uwe boll
Neg LogProb(↓):   0.764818
Path Entropy(↓):  1.217371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film johnny belinda were in which genres
Start Entity:     Johnny Belinda
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Johnny Belinda --[written_by]--> Irma von Cube --[(INV) written_by]--> Mayerling --[has_genre]--> Drama
Path (Raw):       Johnny Belinda --[written_by]--> Irma von Cube --[(INV) written_by]--> Mayerling --[has_genre]--> Drama
Neg LogProb(↓):   0.730224
Path Entropy(↓):  0.849470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of fog over frisco
Start Entity:     Fog Over Frisco
Gold Answer:      [['The Devil and Daniel Webster', "A Midsummer Night's Dream", 'Kismet', 'Satan Met a Lady', 'Dark City', 'The Story of Louis Pasteur', 'Portrait of Jennie', 'Tennessee Johnson', "I'll Be Seeing You", 'The Life of Emile Zola', 'Lawyer Man', "Dr. Ehrlich's Magic Bullet", 'Juarez', 'Jewel Robbery', 'The Hunchback of Notre Dame', 'Love Letters']]
Predicted Ans:    A Midsummer Night's Dream
Predicted Path:   Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream
Path (Raw):       Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[No Operation]--> A Midsummer Night's Dream
Neg LogProb(↓):   0.365716
Path Entropy(↓):  0.955685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie goodbye charlie were released in which years
Start Entity:     Goodbye Charlie
Gold Answer:      [['1962', '1964', '1954', '1957', '1938', '1985', '1979', '1955']]
Predicted Ans:    1955
Predicted Path:   Goodbye Charlie --[written_by]--> George Axelrod --[(INV) written_by]--> The Seven Year Itch --[release_year]--> 1955
Path (Raw):       Goodbye Charlie --[written_by]--> George Axelrod --[(INV) written_by]--> The Seven Year Itch --[release_year]--> 1955
Neg LogProb(↓):   0.811048
Path Entropy(↓):  1.561474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did pamela reed star in
Start Entity:     Pamela Reed
Gold Answer:      [['Caroline?', 'Kindergarten Cop']]
Predicted Ans:    Caroline?
Predicted Path:   Pamela Reed --[(INV) starred_actors]--> Caroline? --[starred_actors]--> Pamela Reed --[(INV) starred_actors]--> Caroline?
Path (Raw):       Pamela Reed --[(INV) starred_actors]--> Caroline? --[starred_actors]--> Pamela Reed --[(INV) starred_actors]--> Caroline?
Neg LogProb(↓):   0.001718
Path Entropy(↓):  0.012690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie eve's bayou were in which genres
Start Entity:     Eve's Bayou
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Eve's Bayou --[directed_by]--> Kasi Lemmons --[(INV) directed_by]--> The Caveman's Valentine --[has_genre]--> Drama
Path (Raw):       Eve's Bayou --[directed_by]--> Kasi Lemmons --[(INV) directed_by]--> The Caveman's Valentine --[has_genre]--> Drama
Neg LogProb(↓):   0.310068
Path Entropy(↓):  0.689747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of swept away
Start Entity:     Swept Away
Gold Answer:      [['Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Swept Away --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Ciao, Professore! --[has_genre]--> Comedy
Path (Raw):       Swept Away --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Ciao, Professore! --[has_genre]--> Comedy
Neg LogProb(↓):   0.008889
Path Entropy(↓):  0.061022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the man with the golden arm fall under
Start Entity:     The Man with the Golden Arm
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Man with the Golden Arm --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Escape Me Never --[has_genre]--> Drama
Path (Raw):       The Man with the Golden Arm --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Escape Me Never --[has_genre]--> Drama
Neg LogProb(↓):   1.610810
Path Entropy(↓):  1.092622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did andrew howard act in
Start Entity:     Andrew Howard
Gold Answer:      [['I Spit on Your Grave']]
Predicted Ans:    I Spit on Your Grave
Predicted Path:   Andrew Howard --[(INV) starred_actors]--> I Spit on Your Grave --[starred_actors]--> Sarah Butler --[(INV) starred_actors]--> I Spit on Your Grave
Path (Raw):       Andrew Howard --[(INV) starred_actors]--> I Spit on Your Grave --[starred_actors]--> Sarah Butler --[(INV) starred_actors]--> I Spit on Your Grave
Neg LogProb(↓):   0.114159
Path Entropy(↓):  0.393355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by kett turton fall under
Start Entity:     Kett Turton
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Kett Turton --[(INV) starred_actors]--> Show Me --[has_genre]--> Thriller
Path (Raw):       Kett Turton --[No Operation]--> Kett Turton --[(INV) starred_actors]--> Show Me --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the lost son
Start Entity:     The Lost Son
Gold Answer:      [['Scott Sommer', 'Shawn Slovo', 'David Cook']]
Predicted Ans:    Scott Sommer
Predicted Path:   The Lost Son --[directed_by]--> Chris Menges --[(INV) directed_by]--> CrissCross --[written_by]--> Scott Sommer
Path (Raw):       The Lost Son --[directed_by]--> Chris Menges --[(INV) directed_by]--> CrissCross --[written_by]--> Scott Sommer
Neg LogProb(↓):   0.004010
Path Entropy(↓):  0.026322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in a grandpa for christmas
Start Entity:     A Grandpa for Christmas
Gold Answer:      [['Ronald Neame', 'Delbert Mann', 'Paul Sabella', 'Larry Leker', 'Lewis Milestone', 'Philip Dunne', 'Robert Aldrich', 'Delmer Daves', 'Craig R. Baxley', 'Richard Brooks', 'Sergio Corbucci', 'Irwin Allen', 'Richard Fleischer', 'Sam Peckinpah', 'John Sturges', 'Greg Swartz', 'Robert Fuest', 'Burt Kennedy']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   A Grandpa for Christmas --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Path (Raw):       A Grandpa for Christmas --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.302328
Path Entropy(↓):  0.908602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie wild strawberries were in which genres
Start Entity:     Wild Strawberries
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Wild Strawberries --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Path (Raw):       Wild Strawberries --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Neg LogProb(↓):   0.986353
Path Entropy(↓):  1.576113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of between the devil and the deep blue sea
Start Entity:     Between the Devil and the Deep Blue Sea
Gold Answer:      [['Frédéric Fonteyne']]
Predicted Ans:    Frédéric Fonteyne
Predicted Path:   Between the Devil and the Deep Blue Sea --[written_by]--> Marion Hänsel --[(INV) written_by]--> Gilles' Wife --[directed_by]--> Frédéric Fonteyne
Path (Raw):       Between the Devil and the Deep Blue Sea --[written_by]--> Marion Hänsel --[(INV) written_by]--> Gilles' Wife --[directed_by]--> Frédéric Fonteyne
Neg LogProb(↓):   0.000236
Path Entropy(↓):  0.002382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie billy rose's jumbo were in which genres
Start Entity:     Billy Rose's Jumbo
Gold Answer:      [['Drama', 'Musical', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Billy Rose's Jumbo --[written_by]--> Sidney Sheldon --[(INV) written_by]--> Nancy Goes to Rio --[has_genre]--> Comedy
Path (Raw):       Billy Rose's Jumbo --[written_by]--> Sidney Sheldon --[(INV) written_by]--> Nancy Goes to Rio --[has_genre]--> Comedy
Neg LogProb(↓):   0.791880
Path Entropy(↓):  1.319086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did jaclyn smith act in
Start Entity:     Jaclyn Smith
Gold Answer:      [['Déjà Vu']]
Predicted Ans:    Déjà Vu
Predicted Path:   Jaclyn Smith --[(INV) starred_actors]--> Déjà Vu --[starred_actors]--> Jaclyn Smith --[(INV) starred_actors]--> Déjà Vu
Path (Raw):       Jaclyn Smith --[(INV) starred_actors]--> Déjà Vu --[starred_actors]--> Jaclyn Smith --[(INV) starred_actors]--> Déjà Vu
Neg LogProb(↓):   0.002927
Path Entropy(↓):  0.021203
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by armour of god actors
Start Entity:     Armour of God
Gold Answer:      [['French', 'Cantonese', 'English', 'Turkish', 'Mandarin', 'Chinese', 'Japanese', 'Korean', 'German']]
Predicted Ans:    Cantonese
Predicted Path:   Armour of God --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Path (Raw):       Armour of God --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Neg LogProb(↓):   0.716689
Path Entropy(↓):  1.373094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie half light
Start Entity:     Half Light
Gold Answer:      [['1996']]
Predicted Ans:    2006
Predicted Path:   Half Light --[written_by]--> Craig Rosenberg --[(INV) written_by]--> Half Light --[release_year]--> 2006
Path (Raw):       Half Light --[written_by]--> Craig Rosenberg --[(INV) written_by]--> Half Light --[release_year]--> 2006
Neg LogProb(↓):   0.020424
Path Entropy(↓):  0.098884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of the human comedy
Start Entity:     The Human Comedy
Gold Answer:      [['Cimarron', 'The Banishment', "Hell's Angels", 'David Copperfield', 'The Time of Your Life']]
Predicted Ans:    Cimarron
Predicted Path:   The Human Comedy --[written_by]--> Howard Estabrook --[(INV) written_by]--> Cimarron
Path (Raw):       The Human Comedy --[written_by]--> Howard Estabrook --[(INV) written_by]--> Cimarron --[No Operation]--> Cimarron
Neg LogProb(↓):   0.202580
Path Entropy(↓):  0.505362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of crimes of passion
Start Entity:     Crimes of Passion
Gold Answer:      [['Savage Messiah', 'The Boy Friend', 'Mahler', 'Valentino', 'Lisztomania', 'Whore', 'Women in Love', 'Billion Dollar Brain', 'Altered States', 'Tommy', 'The Devils', 'The Lair of the White Worm', 'Gothic', "Salome's Last Dance", 'The Music Lovers']]
Predicted Ans:    The Lair of the White Worm
Predicted Path:   Crimes of Passion --[directed_by]--> Ken Russell --[(INV) directed_by]--> The Lair of the White Worm
Path (Raw):       Crimes of Passion --[No Operation]--> Crimes of Passion --[directed_by]--> Ken Russell --[(INV) directed_by]--> The Lair of the White Worm
Neg LogProb(↓):   0.807080
Path Entropy(↓):  1.317741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for pathfinder
Start Entity:     Pathfinder
Gold Answer:      [['Nils Gaup']]
Predicted Ans:    Nils Gaup
Predicted Path:   Pathfinder --[written_by]--> Nils Gaup --[(INV) written_by]--> Pathfinder --[written_by]--> Nils Gaup
Path (Raw):       Pathfinder --[written_by]--> Nils Gaup --[(INV) written_by]--> Pathfinder --[written_by]--> Nils Gaup
Neg LogProb(↓):   2.079991
Path Entropy(↓):  2.084067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of uptown girls starred who
Start Entity:     Uptown Girls
Gold Answer:      [['Jason Statham', 'Denzel Washington', 'Renée Zellweger', 'Wood Harris', 'Ryan Hurst', 'Will Patton', 'James Hong', 'Robert John Burke']]
Predicted Ans:    Brittany Murphy
Predicted Path:   Uptown Girls --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Uptown Girls --[starred_actors]--> Brittany Murphy
Path (Raw):       Uptown Girls --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Uptown Girls --[starred_actors]--> Brittany Murphy
Neg LogProb(↓):   0.104330
Path Entropy(↓):  0.427721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was robert redford an actor in
Start Entity:     Robert Redford
Gold Answer:      [['Spy Game', 'Legal Eagles', 'Lions for Lambs', 'All Is Lost', 'A Walk in the Woods', 'Downhill Racer', 'The Company You Keep', 'Out of Africa', 'The Chase', 'Little Fauss and Big Halsy', 'The Natural', 'The Electric Horseman', 'Butch Cassidy and the Sundance Kid', 'An Unfinished Life', 'This Property Is Condemned', 'The Last Castle', 'The Great Gatsby', 'Inside Daisy Clover', "All the President's Men", 'The Way We Were', 'The Horse Whisperer', 'Indecent Proposal', 'Barefoot in the Park', 'The Hot Rock', 'The Candidate', 'Havana', 'Brubaker', 'Jeremiah Johnson', 'The Great Waldo Pepper', 'The Sting', 'Sneakers', 'Three Days of the Condor']]
Predicted Ans:    Inside Daisy Clover
Predicted Path:   Robert Redford --[(INV) starred_actors]--> All Is Lost --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Inside Daisy Clover
Path (Raw):       Robert Redford --[(INV) starred_actors]--> All Is Lost --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Inside Daisy Clover
Neg LogProb(↓):   1.588902
Path Entropy(↓):  3.143020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by bette midler
Start Entity:     bette midler
Gold Answer:      [['Scenes from a Mall', 'Outrageous Fortune', 'Ruthless People', 'The Rose', 'The Stepford Wives', 'Hocus Pocus', 'Big Business', 'Stella', 'Down and Out in Beverly Hills', 'Beaches']]
Predicted Ans:    Outrageous Fortune
Predicted Path:   bette midler --[(INV) has_tags]--> Outrageous Fortune --[has_tags]--> bette midler --[(INV) has_tags]--> Outrageous Fortune
Path (Raw):       bette midler --[(INV) has_tags]--> Outrageous Fortune --[has_tags]--> bette midler --[(INV) has_tags]--> Outrageous Fortune
Neg LogProb(↓):   0.515930
Path Entropy(↓):  0.921967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of page eight
Start Entity:     Page Eight
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Page Eight --[written_by]--> David Hare --[(INV) written_by]--> Wetherby --[has_genre]--> Drama
Path (Raw):       Page Eight --[written_by]--> David Hare --[(INV) written_by]--> Wetherby --[has_genre]--> Drama
Neg LogProb(↓):   0.832641
Path Entropy(↓):  1.286502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by joe augustyn
Start Entity:     Joe Augustyn
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Joe Augustyn --[(INV) written_by]--> Night of the Demons --[has_genre]--> Horror
Path (Raw):       Joe Augustyn --[No Operation]--> Joe Augustyn --[(INV) written_by]--> Night of the Demons --[has_genre]--> Horror
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie our daily bread were released in which years
Start Entity:     Our Daily Bread
Gold Answer:      [['1964', '1949', '1948', '1946', '1966', '1940', '1952', '1928', '1938', '1937', '1932', '1979', '1935', '1924', '1956', '1931']]
Predicted Ans:    1956
Predicted Path:   Our Daily Bread --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[release_year]--> 1956
Path (Raw):       Our Daily Bread --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[release_year]--> 1956
Neg LogProb(↓):   0.988150
Path Entropy(↓):  1.770374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about 2015
Start Entity:     2015
Gold Answer:      [['Back to the Future Part II']]
Predicted Ans:    Blackhat
Predicted Path:   2015 --[(INV) release_year]--> Blackhat --[directed_by]--> Michael Mann --[(INV) directed_by]--> Blackhat
Path (Raw):       2015 --[(INV) release_year]--> Blackhat --[directed_by]--> Michael Mann --[(INV) directed_by]--> Blackhat
Neg LogProb(↓):   1.111984
Path Entropy(↓):  2.794636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in vegas vacation
Start Entity:     Vegas Vacation
Gold Answer:      [['Chevy Chase', "Beverly D'Angelo", 'Ethan Embry', 'Randy Quaid']]
Predicted Ans:    Beverly D'Angelo
Predicted Path:   Vegas Vacation --[starred_actors]--> Beverly D'Angelo --[(INV) starred_actors]--> Paternity --[starred_actors]--> Beverly D'Angelo
Path (Raw):       Vegas Vacation --[starred_actors]--> Beverly D'Angelo --[(INV) starred_actors]--> Paternity --[starred_actors]--> Beverly D'Angelo
Neg LogProb(↓):   0.185750
Path Entropy(↓):  0.509968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed mr. woodcock
Start Entity:     Mr. Woodcock
Gold Answer:      [['Drama', 'Horror', 'Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mr. Woodcock --[directed_by]--> Craig Gillespie --[(INV) directed_by]--> Fright Night --[has_genre]--> Comedy
Path (Raw):       Mr. Woodcock --[directed_by]--> Craig Gillespie --[(INV) directed_by]--> Fright Night --[has_genre]--> Comedy
Neg LogProb(↓):   0.794175
Path Entropy(↓):  1.122222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the come back, little sheba director
Start Entity:     Come Back, Little Sheba
Gold Answer:      [['Music', 'Biography', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Come Back, Little Sheba --[directed_by]--> Daniel Mann --[(INV) directed_by]--> The Teahouse of the August Moon --[has_genre]--> Comedy
Path (Raw):       Come Back, Little Sheba --[directed_by]--> Daniel Mann --[(INV) directed_by]--> The Teahouse of the August Moon --[has_genre]--> Comedy
Neg LogProb(↓):   0.778738
Path Entropy(↓):  1.461972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did maureen stapleton star in
Start Entity:     Maureen Stapleton
Gold Answer:      [['The Fan', 'Bye Bye Birdie', 'Plaza Suite', 'Johnny Dangerously']]
Predicted Ans:    Divorce American Style
Predicted Path:   Maureen Stapleton --[(INV) starred_actors]--> Bye Bye Birdie --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Divorce American Style
Path (Raw):       Maureen Stapleton --[(INV) starred_actors]--> Bye Bye Birdie --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Divorce American Style
Neg LogProb(↓):   0.087560
Path Entropy(↓):  0.342000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the big easy were in which genres
Start Entity:     The Big Easy
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Big Easy --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       The Big Easy --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   1.466101
Path Entropy(↓):  1.769045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with all i desire fall under
Start Entity:     All I Desire
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   All I Desire --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Baby Face --[has_genre]--> Drama
Path (Raw):       All I Desire --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Baby Face --[has_genre]--> Drama
Neg LogProb(↓):   0.423650
Path Entropy(↓):  1.132534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by billy crudup were in which genres
Start Entity:     Billy Crudup
Gold Answer:      [['Music', 'Sport', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Billy Crudup --[(INV) starred_actors]--> Big Fish --[has_genre]--> Drama
Path (Raw):       Billy Crudup --[No Operation]--> Billy Crudup --[(INV) starred_actors]--> Big Fish --[has_genre]--> Drama
Neg LogProb(↓):   0.482928
Path Entropy(↓):  0.841518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of happy tears
Start Entity:     Happy Tears
Gold Answer:      [['Mitchell Lichtenstein']]
Predicted Ans:    Mitchell Lichtenstein
Predicted Path:   Happy Tears --[written_by]--> Mitchell Lichtenstein --[(INV) written_by]--> Happy Tears --[directed_by]--> Mitchell Lichtenstein
Path (Raw):       Happy Tears --[written_by]--> Mitchell Lichtenstein --[(INV) written_by]--> Happy Tears --[directed_by]--> Mitchell Lichtenstein
Neg LogProb(↓):   0.001307
Path Entropy(↓):  0.010057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of the low life
Start Entity:     The Low Life
Gold Answer:      [['Some Folks Call It a Sling Blade', 'Casino Jack', 'Mayor of the Sunset Strip', 'The Man from Elysian Fields']]
Predicted Ans:    The Man from Elysian Fields
Predicted Path:   The Low Life --[directed_by]--> George Hickenlooper --[(INV) directed_by]--> The Man from Elysian Fields
Path (Raw):       The Low Life --[No Operation]--> The Low Life --[directed_by]--> George Hickenlooper --[(INV) directed_by]--> The Man from Elysian Fields
Neg LogProb(↓):   0.023233
Path Entropy(↓):  0.132104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of rihanna acted films
Start Entity:     Rihanna
Gold Answer:      [['2008', '2012', '2015']]
Predicted Ans:    2008
Predicted Path:   Rihanna --[(INV) starred_actors]--> Home --[release_year]--> 2008
Path (Raw):       Rihanna --[No Operation]--> Rihanna --[(INV) starred_actors]--> Home --[release_year]--> 2008
Neg LogProb(↓):   0.038201
Path Entropy(↓):  0.162046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor horatio sanz starred together with who
Start Entity:     Horatio Sanz
Gold Answer:      [['Roselyn Sanchez', 'Vivica A. Fox']]
Predicted Ans:    Vivica A. Fox
Predicted Path:   Horatio Sanz --[(INV) starred_actors]--> Boat Trip --[starred_actors]--> Vivica A. Fox
Path (Raw):       Horatio Sanz --[No Operation]--> Horatio Sanz --[(INV) starred_actors]--> Boat Trip --[starred_actors]--> Vivica A. Fox
Neg LogProb(↓):   0.000209
Path Entropy(↓):  0.002076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in twins
Start Entity:     Twins
Gold Answer:      [['Danny DeVito', 'Arnold Schwarzenegger']]
Predicted Ans:    Arnold Schwarzenegger
Predicted Path:   Twins --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Predator --[starred_actors]--> Arnold Schwarzenegger
Path (Raw):       Twins --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Predator --[starred_actors]--> Arnold Schwarzenegger
Neg LogProb(↓):   0.703958
Path Entropy(↓):  0.954649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by george plimpton
Start Entity:     George Plimpton
Gold Answer:      [['Douglas McGrath']]
Predicted Ans:    Douglas McGrath
Predicted Path:   George Plimpton --[(INV) written_by]--> Infamous --[directed_by]--> Douglas McGrath
Path (Raw):       George Plimpton --[No Operation]--> George Plimpton --[(INV) written_by]--> Infamous --[directed_by]--> Douglas McGrath
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of cape fear
Start Entity:     Cape Fear
Gold Answer:      [['Jim Broadbent', 'Gregory Peck', 'Andrew Stevens', 'Anthony Quinn', 'Gene Davis', 'Frank Vincent', 'Camilla Sparv', 'Robert Mitchum', 'Herbert Lom', 'Willem Dafoe', 'The Band', 'Winona Ryder', 'John C. Reilly', 'Lauren Bacall', 'Mary Elizabeth Mastrantonio', 'Glenn Ford', 'Elias Koteas', 'Liza Minnelli', "Jennifer O'Neill", 'Mia Farrow', 'Charles Bronson', 'Melissa Sue Anderson', 'Margot Robbie', 'Omar Sharif', 'Rosanna Arquette', 'Helen Shaver', 'Robbie Robertson', 'Jonah Hill', 'Telly Savalas', 'Yul Brynner', 'Tom Cruise', 'Diana Dors', 'Asa Butterfield', 'Martin Scorsese', 'Robert De Niro', 'Jack Nicholson', 'Harvey Keitel', 'Melody Anderson', 'Will Sampson', 'Griffin Dunne', 'Patricia Arquette', 'Cathy Moriarty', 'Cedric Hardwicke', 'Richard Carlson', 'Jeff East', 'John Mills', 'Sharon Stone', 'Richard Chamberlain', 'Mark Wahlberg', 'Joe Pesci', 'Deborah Kerr', 'Cornelia Sharpe', 'Paul Robeson', 'Carrie Snodgress', 'Woody Allen', 'Alison Doody', 'Robert F. Lyons', 'Kathleen Wilhoite', 'Ving Rhames', 'David Niven', 'Nicolas Cage', 'Michelle Pfeiffer', 'Jerry Lewis', 'Stewart Granger', 'Ellen Burstyn', 'Stanley Baker', 'Sacha Baron Cohen', 'Paul Winfield', 'Ben Kingsley', 'Tenzin Thuthob Tsarong', 'Chuck Norris', 'Shirley MacLaine', 'Matt Damon', 'Leonardo DiCaprio', 'Cate Blanchett', 'Ray Liotta', 'John Goodman', 'Lisa Eilbacher', 'Donald Sinden', 'Lionel Atwill', 'Christopher Reeve', 'Elia Kazan', 'James Robertson Justice', 'Chloë Grace Moretz', 'Kate Beckinsale', 'Anna Lee', 'Jeannie Carson', 'Dean Martin', 'Roland Young', 'Roddy McDowall', 'Natalie Trundy', 'Claude Akins', 'Severn Darden', 'Margot Kidder', 'Kenneth More', 'Paul Newman', 'Tony Curtis', 'Michael Sarrazin', 'John Boles', 'Matthew McConaughey', 'Irene Dunne', 'Patrick Swayze']]
Predicted Ans:    Joe Pesci
Predicted Path:   Cape Fear --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Goodfellas --[starred_actors]--> Joe Pesci
Path (Raw):       Cape Fear --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Goodfellas --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   1.146887
Path Entropy(↓):  1.800386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did vincent gallo direct
Start Entity:     Vincent Gallo
Gold Answer:      [["Buffalo '66", 'The Brown Bunny']]
Predicted Ans:    Buffalo '66
Predicted Path:   Vincent Gallo --[(INV) directed_by]--> Buffalo '66 --[directed_by]--> Vincent Gallo --[(INV) directed_by]--> Buffalo '66
Path (Raw):       Vincent Gallo --[(INV) directed_by]--> Buffalo '66 --[directed_by]--> Vincent Gallo --[(INV) directed_by]--> Buffalo '66
Neg LogProb(↓):   0.901508
Path Entropy(↓):  1.528061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by justin hardy
Start Entity:     Justin Hardy
Gold Answer:      [['Robert Hardy', 'Freddie Findlay']]
Predicted Ans:    Freddie Findlay
Predicted Path:   Justin Hardy --[(INV) directed_by]--> A Feast at Midnight --[starred_actors]--> Freddie Findlay
Path (Raw):       Justin Hardy --[No Operation]--> Justin Hardy --[(INV) directed_by]--> A Feast at Midnight --[starred_actors]--> Freddie Findlay
Neg LogProb(↓):   0.001222
Path Entropy(↓):  0.009414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jesse moss were in which genres
Start Entity:     Jesse Moss
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jesse Moss --[(INV) written_by]--> The Overnighters --[has_genre]--> Documentary
Path (Raw):       Jesse Moss --[No Operation]--> Jesse Moss --[(INV) written_by]--> The Overnighters --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is noah's ark
Start Entity:     Noah's Ark
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Noah's Ark --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Noah's Ark --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.063519
Path Entropy(↓):  4.499733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film california split
Start Entity:     California Split
Gold Answer:      [['1980', '1970', '1967', '1979', '1974', '1984', '1977', '2007', '1968', '1973', '1976', '1972', '1971', '1989', '1938', '1996', '1981', '1988', '1978', '1964', '1975', '1966', '2005', '1991', '1965', '1969']]
Predicted Ans:    1989
Predicted Path:   California Split --[starred_actors]--> George Segal --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Path (Raw):       California Split --[starred_actors]--> George Segal --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Neg LogProb(↓):   1.132103
Path Entropy(↓):  2.331059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in nick dear written films
Start Entity:     Nick Dear
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Nick Dear --[(INV) written_by]--> Persuasion --[in_language]--> English
Path (Raw):       Nick Dear --[No Operation]--> Nick Dear --[(INV) written_by]--> Persuasion --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with w. d. richter
Start Entity:     W.D. Richter
Gold Answer:      [['Joe Hyams']]
Predicted Ans:    W.D. Richter
Predicted Path:   W.D. Richter --[(INV) written_by]--> Brubaker --[written_by]--> W.D. Richter
Path (Raw):       W.D. Richter --[No Operation]--> W.D. Richter --[(INV) written_by]--> Brubaker --[written_by]--> W.D. Richter
Neg LogProb(↓):   0.712386
Path Entropy(↓):  0.886484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films did nora ephron direct
Start Entity:     Nora Ephron
Gold Answer:      [['Sleepless in Seattle', 'Michael', 'Bewitched', 'Lucky Numbers', 'Mixed Nuts', "You've Got Mail", 'This Is My Life']]
Predicted Ans:    Sleepless in Seattle
Predicted Path:   Nora Ephron --[(INV) directed_by]--> Sleepless in Seattle --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Sleepless in Seattle
Path (Raw):       Nora Ephron --[(INV) directed_by]--> Sleepless in Seattle --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Sleepless in Seattle
Neg LogProb(↓):   0.796409
Path Entropy(↓):  1.796558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of jay and silent bob strike back
Start Entity:     Jay and Silent Bob Strike Back
Gold Answer:      [['Kevin Smith']]
Predicted Ans:    Kevin Smith
Predicted Path:   Jay and Silent Bob Strike Back --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Path (Raw):       Jay and Silent Bob Strike Back --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Neg LogProb(↓):   1.000461
Path Entropy(↓):  1.701318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of floating clouds
Start Entity:     Floating Clouds
Gold Answer:      [['Setsuko Hara']]
Predicted Ans:    Setsuko Hara
Predicted Path:   Floating Clouds --[written_by]--> Fumiko Hayashi --[(INV) written_by]--> Repast --[starred_actors]--> Setsuko Hara
Path (Raw):       Floating Clouds --[written_by]--> Fumiko Hayashi --[(INV) written_by]--> Repast --[starred_actors]--> Setsuko Hara
Neg LogProb(↓):   0.002636
Path Entropy(↓):  0.018442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was king donovan an actor in
Start Entity:     King Donovan
Gold Answer:      [['The Magnetic Monster']]
Predicted Ans:    The Magnetic Monster
Predicted Path:   King Donovan --[(INV) starred_actors]--> The Magnetic Monster --[starred_actors]--> King Donovan --[(INV) starred_actors]--> The Magnetic Monster
Path (Raw):       King Donovan --[(INV) starred_actors]--> The Magnetic Monster --[starred_actors]--> King Donovan --[(INV) starred_actors]--> The Magnetic Monster
Neg LogProb(↓):   0.287262
Path Entropy(↓):  0.734181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by scott bakula were in which genres
Start Entity:     Scott Bakula
Gold Answer:      [['Family', 'Sport', 'Animation', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Scott Bakula --[(INV) starred_actors]--> Cats Don't Dance --[has_genre]--> Comedy
Path (Raw):       Scott Bakula --[No Operation]--> Scott Bakula --[(INV) starred_actors]--> Cats Don't Dance --[has_genre]--> Comedy
Neg LogProb(↓):   0.002728
Path Entropy(↓):  0.021641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote a time to love and a time to die
Start Entity:     A Time to Love and a Time to Die
Gold Answer:      [['Frank Borzage', 'Lewis Milestone', 'Delbert Mann']]
Predicted Ans:    Delbert Mann
Predicted Path:   A Time to Love and a Time to Die --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Path (Raw):       A Time to Love and a Time to Die --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Neg LogProb(↓):   1.354040
Path Entropy(↓):  2.180447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie blues in the night were released in which years
Start Entity:     Blues in the Night
Gold Answer:      [['1949', '1948', '1939', '1944', '1957', '1992', '1942', '1940', '1938', '1947', '1974', '1941', '1937', '1956', '2013', '1943']]
Predicted Ans:    1949
Predicted Path:   Blues in the Night --[starred_actors]--> Betty Field --[(INV) starred_actors]--> The Great Gatsby --[release_year]--> 1949
Path (Raw):       Blues in the Night --[starred_actors]--> Betty Field --[(INV) starred_actors]--> The Great Gatsby --[release_year]--> 1949
Neg LogProb(↓):   0.988197
Path Entropy(↓):  1.868671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film dead man's shoes
Start Entity:     Dead Man's Shoes
Gold Answer:      [['Marcus Warren', 'Ol Parker', 'Jenny Downham', 'Koldo Serra', 'Shane Meadows', 'Matthew Hope', 'Jamie Thraves', 'Patricia Highsmith', 'Pawel Pawlikowski', 'Ken Bruen', 'Paul Fraser', 'Helen Cross', 'Michael Wynne', 'Neal Purvis', 'Robert Wade', 'Joe Dunthorne', 'Richard Ayoade']]
Predicted Ans:    Shane Meadows
Predicted Path:   Dead Man's Shoes --[starred_actors]--> Gary Stretch --[(INV) starred_actors]--> Dead Man's Shoes --[written_by]--> Shane Meadows
Path (Raw):       Dead Man's Shoes --[starred_actors]--> Gary Stretch --[(INV) starred_actors]--> Dead Man's Shoes --[written_by]--> Shane Meadows
Neg LogProb(↓):   1.358111
Path Entropy(↓):  1.590609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by sax rohmer released
Start Entity:     Sax Rohmer
Gold Answer:      [['1966', '1968', '1980']]
Predicted Ans:    1966
Predicted Path:   Sax Rohmer --[(INV) written_by]--> The Brides of Fu Manchu --[release_year]--> 1966
Path (Raw):       Sax Rohmer --[No Operation]--> Sax Rohmer --[(INV) written_by]--> The Brides of Fu Manchu --[release_year]--> 1966
Neg LogProb(↓):   0.570188
Path Entropy(↓):  0.969583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the organization
Start Entity:     The Organization
Gold Answer:      [['All the Young Men', 'Shoot to Kill', 'The Bedford Incident', "Let's Do It Again", 'Duel at Diablo', 'Little Nikita', 'Good-bye, My Lady', 'They Call Me Mister Tibbs!', 'The Jackal', 'To Sir, with Love', 'For Love of Ivy', 'A Patch of Blue', 'A Warm December', 'In the Heat of the Night', 'A Piece of the Action', 'Uptown Saturday Night', "Guess Who's Coming to Dinner", 'Edge of the City', 'No Way Out', 'David and Lisa', 'Pressure Point', 'Buck and the Preacher', 'The Long Ships', 'Paris Blues', 'The Simple Life of Noah Dearborn', 'A Raisin in the Sun', 'Lilies of the Field', 'Sneakers', 'The Defiant Ones', 'The Slender Thread']]
Predicted Ans:    To Sir, with Love
Predicted Path:   The Organization --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Path (Raw):       The Organization --[starred_actors]--> Sidney Poitier --[No Operation]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Neg LogProb(↓):   1.144216
Path Entropy(↓):  2.051864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with uncommon valor fall under
Start Entity:     Uncommon Valor
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller', 'Romance']]
Predicted Ans:    Action
Predicted Path:   Uncommon Valor --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Path (Raw):       Uncommon Valor --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Uncommon Valor --[has_genre]--> Action
Neg LogProb(↓):   0.556535
Path Entropy(↓):  1.259373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was bread and chocolate released
Start Entity:     Bread and Chocolate
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Bread and Chocolate --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Bread and Chocolate --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   1.865761
Path Entropy(↓):  2.996579
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by undercover brother actors
Start Entity:     Undercover Brother
Gold Answer:      [['Hindi']]
Predicted Ans:    Joe Morton
Predicted Path:   Undercover Brother --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[starred_actors]--> Joe Morton
Path (Raw):       Undercover Brother --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[starred_actors]--> Joe Morton
Neg LogProb(↓):   0.648932
Path Entropy(↓):  1.375850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by brian helgeland
Start Entity:     Brian Helgeland
Gold Answer:      [['Guy Pearce', 'Igal Naor', 'Denzel Washington', 'Harrison Ford', 'Radha Mitchell', 'Kevin Spacey', 'Julianne Moore', 'Rufus Sewell', 'Gregg Henry', 'Olivia Williams', 'Kristy Swanson', 'Sean Penn', 'Christopher Meloni', 'Chadwick Boseman', 'Maria Bello', 'Nicole Beharie', 'Mark Addy', 'Larenz Tate', 'Christopher Walken', 'Paul Bettany', 'Julia Roberts', 'Chad Lowe', 'David Paymer', 'Heath Ledger', 'Kevin Costner', 'Sylvester Stallone', 'Benno Fürmann', 'Laurence Fishburne', 'Will Patton', 'Shannyn Sossamon', 'Russell Crowe', 'Dakota Fanning', 'Patrick Bergin', 'Antonio Banderas', 'Tim Robbins', 'Kevin Bacon', 'Mel Gibson']]
Predicted Ans:    Mel Gibson
Predicted Path:   Brian Helgeland --[(INV) written_by]--> Payback --[starred_actors]--> Mel Gibson
Path (Raw):       Brian Helgeland --[No Operation]--> Brian Helgeland --[(INV) written_by]--> Payback --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.559361
Path Entropy(↓):  0.903050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of peggy dow starred movies
Start Entity:     Peggy Dow
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Peggy Dow --[(INV) starred_actors]--> Bright Victory --[release_year]--> 1951
Path (Raw):       Peggy Dow --[No Operation]--> Peggy Dow --[(INV) starred_actors]--> Bright Victory --[release_year]--> 1951
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by sandra fierlinger
Start Entity:     Sandra Fierlinger
Gold Answer:      [['Lynn Redgrave', 'Isabella Rossellini', 'Christopher Plummer']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Sandra Fierlinger --[(INV) written_by]--> My Dog Tulip --[starred_actors]--> Christopher Plummer
Path (Raw):       Sandra Fierlinger --[No Operation]--> Sandra Fierlinger --[(INV) written_by]--> My Dog Tulip --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by robert klane
Start Entity:     Robert Klane
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Robert Klane --[(INV) directed_by]--> Thank God It's Friday --[has_genre]--> Music
Path (Raw):       Robert Klane --[No Operation]--> Robert Klane --[(INV) directed_by]--> Thank God It's Friday --[has_genre]--> Music
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in screwed
Start Entity:     Screwed
Gold Answer:      [['Norm MacDonald', 'Elaine Stritch', 'Danny DeVito', 'Dave Chappelle']]
Predicted Ans:    Traylor Howard
Predicted Path:   Screwed --[starred_actors]--> Norm MacDonald --[(INV) starred_actors]--> Dirty Work --[starred_actors]--> Traylor Howard
Path (Raw):       Screwed --[starred_actors]--> Norm MacDonald --[(INV) starred_actors]--> Dirty Work --[starred_actors]--> Traylor Howard
Neg LogProb(↓):   0.601557
Path Entropy(↓):  0.962815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films written by christopher bram release
Start Entity:     Christopher Bram
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Christopher Bram --[(INV) written_by]--> Gods and Monsters --[release_year]--> 1998
Path (Raw):       Christopher Bram --[No Operation]--> Christopher Bram --[(INV) written_by]--> Gods and Monsters --[release_year]--> 1998
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film hang'em high were released in which years
Start Entity:     Hang 'Em High
Gold Answer:      [['1973', '1978', '1970']]
Predicted Ans:    1973
Predicted Path:   Hang 'Em High --[directed_by]--> Ted Post --[(INV) directed_by]--> Magnum Force --[release_year]--> 1973
Path (Raw):       Hang 'Em High --[directed_by]--> Ted Post --[(INV) directed_by]--> Magnum Force --[release_year]--> 1973
Neg LogProb(↓):   0.113161
Path Entropy(↓):  0.429557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by david mingay
Start Entity:     David Mingay
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   David Mingay --[(INV) written_by]--> Rude Boy --[release_year]--> 1980
Path (Raw):       David Mingay --[No Operation]--> David Mingay --[(INV) written_by]--> Rude Boy --[release_year]--> 1980
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of two girls and a guy
Start Entity:     Two Girls and a Guy
Gold Answer:      [['Harvard Man', 'When Will I Be Loved', 'Exposed', 'Seduced and Abandoned', 'Fingers', 'The Pick-up Artist', 'Tyson']]
Predicted Ans:    Exposed
Predicted Path:   Two Girls and a Guy --[directed_by]--> James Toback --[(INV) directed_by]--> Exposed
Path (Raw):       Two Girls and a Guy --[directed_by]--> James Toback --[(INV) directed_by]--> Exposed --[No Operation]--> Exposed
Neg LogProb(↓):   0.294476
Path Entropy(↓):  0.824604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the chatterley affair
Start Entity:     The Chatterley Affair
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Chatterley Affair --[written_by]--> Andrew Davies --[(INV) written_by]--> The Chatterley Affair --[has_genre]--> Drama
Path (Raw):       The Chatterley Affair --[written_by]--> Andrew Davies --[(INV) written_by]--> The Chatterley Affair --[has_genre]--> Drama
Neg LogProb(↓):   0.095064
Path Entropy(↓):  0.394263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the guilt trip
Start Entity:     The Guilt Trip
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Guilt Trip --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Guilt Trip --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.488643
Path Entropy(↓):  5.118380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with compagni di scuola were released in which years
Start Entity:     Compagni di scuola
Gold Answer:      [['1983', '1980', '1992', '2004', '1981']]
Predicted Ans:    1992
Predicted Path:   Compagni di scuola --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Path (Raw):       Compagni di scuola --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Neg LogProb(↓):   0.009308
Path Entropy(↓):  0.066588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote tsotsi
Start Entity:     Tsotsi
Gold Answer:      [['Hailee Steinfeld', 'Asa Butterfield', 'Abigail Breslin', 'Harrison Ford']]
Predicted Ans:    Harrison Ford
Predicted Path:   Tsotsi --[written_by]--> Gavin Hood --[(INV) written_by]--> Ender's Game --[starred_actors]--> Harrison Ford
Path (Raw):       Tsotsi --[written_by]--> Gavin Hood --[(INV) written_by]--> Ender's Game --[starred_actors]--> Harrison Ford
Neg LogProb(↓):   0.276251
Path Entropy(↓):  0.580362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of pillow talk also wrote which films
Start Entity:     Pillow Talk
Gold Answer:      [['Lover Come Back', 'The Well', 'The Oscar', 'Operation Petticoat', "For Pete's Sake", 'Bedtime Story', 'Dirty Rotten Scoundrels', 'The Thief', 'New York Confidential', 'The Pink Panther', 'D.O.A.']]
Predicted Ans:    Pillow Talk
Predicted Path:   Pillow Talk --[written_by]--> Russell Rouse --[(INV) written_by]--> Pillow Talk
Path (Raw):       Pillow Talk --[written_by]--> Russell Rouse --[(INV) written_by]--> Pillow Talk --[No Operation]--> Pillow Talk
Neg LogProb(↓):   0.348318
Path Entropy(↓):  1.175342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movie judex
Start Entity:     Judex
Gold Answer:      [['Louis Feuillade', 'Arthur Bernède']]
Predicted Ans:    Arthur Bernède
Predicted Path:   Judex --[written_by]--> Louis Feuillade --[(INV) written_by]--> Judex --[written_by]--> Arthur Bernède
Path (Raw):       Judex --[written_by]--> Louis Feuillade --[(INV) written_by]--> Judex --[written_by]--> Arthur Bernède
Neg LogProb(↓):   2.712246
Path Entropy(↓):  3.186888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie animal farm were released in which years
Start Entity:     Animal Farm
Gold Answer:      [['1984', '1956']]
Predicted Ans:    1984
Predicted Path:   Animal Farm --[written_by]--> George Orwell --[(INV) written_by]--> Nineteen Eighty-Four --[release_year]--> 1984
Path (Raw):       Animal Farm --[written_by]--> George Orwell --[(INV) written_by]--> Nineteen Eighty-Four --[release_year]--> 1984
Neg LogProb(↓):   0.040890
Path Entropy(↓):  0.168980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the silent partner
Start Entity:     The Silent Partner
Gold Answer:      [['Richard Attenborough', 'Robert Wise', 'Mike Newell', 'Peter Hyams', 'Michael Mann', 'Michael Schroeder', 'Sandra Fierlinger', 'John Huston', 'Franco Zeffirelli', 'Klaus Kinski', 'Spike Lee', 'Thomas Arslan', 'Luigi Cozzi', 'Cary Fukunaga', 'Paul Fierlinger', 'Mark Rydell', 'Michael Hoffman', 'Jerry London', 'Ron Howard', 'Robert Altman', 'Steven Hilliard Stern', 'Anthony Page', 'Charles Jarrott', 'Rip Torn', 'Frédéric Back', 'Michael Mazo', 'Budd Schulberg', 'Nicholas Ray', 'Jack Gold', 'Bryan Forbes', 'Vladimir Grammatikov', 'Dan Curtis', 'Terence Young', 'Terry Gilliam', 'Steven Paul', 'Patrick Lussier', 'Shane Acker', 'Augusto Caminito', 'Atom Egoyan', 'Robert Mulligan', 'Alan Arkin', 'Alfred Hitchcock', 'Peter Yates', 'Delbert Mann', 'Peter R. Hunt', 'Alejandro Agresti', 'Sydney Pollack', 'Nick Murphy', 'Terrence Malick', 'Jeannot Szwarc', 'Robert Stevenson', 'Stephen Gaghan']]
Predicted Ans:    Spike Lee
Predicted Path:   The Silent Partner --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       The Silent Partner --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   1.194609
Path Entropy(↓):  2.191246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the best intentions were directed by who
Start Entity:     The Best Intentions
Gold Answer:      [['Baran bo Odar', 'Kenneth Branagh', 'Alf Sjöberg', 'Jordan Barker', 'Richard Brooks', 'Steve McQueen', 'Harold Prince', 'Ingmar Bergman', 'Akira Kurosawa', 'Liv Ullmann']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Best Intentions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       The Best Intentions --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.312759
Path Entropy(↓):  1.034694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of hannah arendt
Start Entity:     Hannah Arendt
Gold Answer:      [['Margarethe von Trotta']]
Predicted Ans:    Margarethe von Trotta
Predicted Path:   Hannah Arendt --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Rosa Luxemburg --[directed_by]--> Margarethe von Trotta
Path (Raw):       Hannah Arendt --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Rosa Luxemburg --[directed_by]--> Margarethe von Trotta
Neg LogProb(↓):   0.196994
Path Entropy(↓):  0.615732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by patricia richardson
Start Entity:     Patricia Richardson
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Patricia Richardson --[(INV) starred_actors]--> Ulee's Gold --[release_year]--> 1997
Path (Raw):       Patricia Richardson --[No Operation]--> Patricia Richardson --[(INV) starred_actors]--> Ulee's Gold --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed trilogy of terror ii
Start Entity:     Trilogy of Terror II
Gold Answer:      [['Dan Curtis']]
Predicted Ans:    Dan Curtis
Predicted Path:   Trilogy of Terror II --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Trilogy of Terror --[directed_by]--> Dan Curtis
Path (Raw):       Trilogy of Terror II --[directed_by]--> Dan Curtis --[(INV) directed_by]--> Trilogy of Terror --[directed_by]--> Dan Curtis
Neg LogProb(↓):   0.124863
Path Entropy(↓):  0.477285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie lucky you
Start Entity:     Lucky You
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lucky You --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Lucky You --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.382414
Path Entropy(↓):  4.681243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed bad boys ii
Start Entity:     Bad Boys II
Gold Answer:      [['Megan Fox', 'Bruce Willis', 'Liv Tyler', 'Tyrese Gibson', 'Will Smith', 'Kate Beckinsale', 'Michael Caine', 'Josh Duhamel', 'Sean Penn', 'Billy Bob Thornton', 'Nicolas Cage', 'Ewan McGregor', 'Ben Affleck', 'Scarlett Johansson', 'Martin Lawrence', 'Shia LaBeouf', 'Josh Hartnett', 'Sean Connery', 'David Warner', 'Ed Harris']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Bad Boys II --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island --[starred_actors]--> Ewan McGregor
Path (Raw):       Bad Boys II --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.826996
Path Entropy(↓):  1.217310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in to the shores of tripoli
Start Entity:     To the Shores of Tripoli
Gold Answer:      [['Nancy Kelly', 'John Payne', "Maureen O'Hara", 'Randolph Scott']]
Predicted Ans:    Randolph Scott
Predicted Path:   To the Shores of Tripoli --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Path (Raw):       To the Shores of Tripoli --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.382863
Path Entropy(↓):  1.040440
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie woman in the moon
Start Entity:     Woman in the Moon
Gold Answer:      [['1929']]
Predicted Ans:    1929
Predicted Path:   Woman in the Moon --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Path (Raw):       Woman in the Moon --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Neg LogProb(↓):   0.590967
Path Entropy(↓):  1.811734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the stars fell on henrietta starred who
Start Entity:     The Stars Fell on Henrietta
Gold Answer:      [['Eddie Kaye Thomas', 'Rachel Bilson', 'Tom Sturridge', 'Chris Pine']]
Predicted Ans:    Chris Pine
Predicted Path:   The Stars Fell on Henrietta --[directed_by]--> James Keach --[(INV) directed_by]--> Blind Dating --[starred_actors]--> Chris Pine
Path (Raw):       The Stars Fell on Henrietta --[directed_by]--> James Keach --[(INV) directed_by]--> Blind Dating --[starred_actors]--> Chris Pine
Neg LogProb(↓):   0.026329
Path Entropy(↓):  0.140526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film ride lonesome
Start Entity:     Ride Lonesome
Gold Answer:      [['1964', '1971', '1957', '1990', '1973', '1956']]
Predicted Ans:    1956
Predicted Path:   Ride Lonesome --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Ride Lonesome --[written_by]--> Burt Kennedy --[(INV) written_by]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   0.402012
Path Entropy(↓):  1.077872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the squaw man fall under
Start Entity:     The Squaw Man
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Squaw Man --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[has_genre]--> Drama
Path (Raw):       The Squaw Man --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Dynamite --[has_genre]--> Drama
Neg LogProb(↓):   0.280639
Path Entropy(↓):  0.743680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the music lovers
Start Entity:     The Music Lovers
Gold Answer:      [['Biography', 'Musical', 'Drama', 'Comedy', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Music Lovers --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[has_genre]--> Drama
Path (Raw):       The Music Lovers --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[has_genre]--> Drama
Neg LogProb(↓):   0.178536
Path Entropy(↓):  0.666525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by robert vincent o'neill
Start Entity:     Robert Vincent O'Neill
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Vincent O'Neill --[(INV) directed_by]--> Angel --[has_genre]--> Comedy
Path (Raw):       Robert Vincent O'Neill --[No Operation]--> Robert Vincent O'Neill --[(INV) directed_by]--> Angel --[has_genre]--> Comedy
Neg LogProb(↓):   0.598719
Path Entropy(↓):  0.690175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the liberation of l. b. jones
Start Entity:     The Liberation of L.B. Jones
Gold Answer:      [['Edward Dmytryk', 'John Musker', 'Ron Clements', 'Michael Anderson', 'Mark Rydell', 'Gordon Douglas', 'Richard Thorpe', 'William Friedkin', 'Henry Hathaway', 'John Ford', 'Alex Segal', 'George Marshall', 'Nicholas Ray', 'Daisy von Scherler Mayer', 'Harmon Jones', 'Michael Winner', 'Curtis Bernhardt', 'Elia Kazan', 'Carl Lerner', 'Don Siegel', 'Gregg Araki', 'Volker Schlöndorff']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   The Liberation of L.B. Jones --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday --[written_by]--> Dalton Trumbo
Path (Raw):       The Liberation of L.B. Jones --[directed_by]--> William Wyler --[(INV) directed_by]--> Roman Holiday --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   1.253969
Path Entropy(↓):  2.293062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of five corners
Start Entity:     Five Corners
Gold Answer:      [['My Bodyguard', 'Flyboys', 'Untamed Heart', 'A Home of Our Own', 'Six Weeks', 'Crazy People']]
Predicted Ans:    Flyboys
Predicted Path:   Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys
Path (Raw):       Five Corners --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys --[No Operation]--> Flyboys
Neg LogProb(↓):   0.778807
Path Entropy(↓):  1.099164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by gerald kargl released
Start Entity:     Gerald Kargl
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Gerald Kargl --[(INV) written_by]--> Angst --[release_year]--> 1983
Path (Raw):       Gerald Kargl --[No Operation]--> Gerald Kargl --[(INV) written_by]--> Angst --[release_year]--> 1983
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by brian van holt
Start Entity:     Brian Van Holt
Gold Answer:      [['André De Toth']]
Predicted Ans:    André De Toth
Predicted Path:   Brian Van Holt --[(INV) starred_actors]--> House of Wax --[directed_by]--> André De Toth
Path (Raw):       Brian Van Holt --[No Operation]--> Brian Van Holt --[(INV) starred_actors]--> House of Wax --[directed_by]--> André De Toth
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for tarzan's secret treasure
Start Entity:     Tarzan's Secret Treasure
Gold Answer:      [['Edgar Rice Burroughs']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   Tarzan's Secret Treasure --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[written_by]--> Edgar Rice Burroughs
Path (Raw):       Tarzan's Secret Treasure --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   0.000220
Path Entropy(↓):  0.002355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the field starred who
Start Entity:     The Field
Gold Answer:      [['Samantha Morton', 'Alison Whelan', 'Fionnula Flanagan', 'Emma Thompson', 'Kirsten Sheridan', 'Brenda Fricker', 'Helen Mirren']]
Predicted Ans:    Richard Harris
Predicted Path:   The Field --[written_by]--> Jim Sheridan --[(INV) written_by]--> The Field --[starred_actors]--> Richard Harris
Path (Raw):       The Field --[written_by]--> Jim Sheridan --[(INV) written_by]--> The Field --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.610254
Path Entropy(↓):  1.351604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films starred by actors in kiss of the dragon
Start Entity:     Kiss of the Dragon
Gold Answer:      [['Mandarin', 'French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Kiss of the Dragon --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Forbidden Kingdom --[in_language]--> English
Path (Raw):       Kiss of the Dragon --[starred_actors]--> Jet Li --[(INV) starred_actors]--> The Forbidden Kingdom --[in_language]--> English
Neg LogProb(↓):   0.228130
Path Entropy(↓):  0.799668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by sticky fingaz
Start Entity:     Sticky Fingaz
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Sticky Fingaz --[(INV) directed_by]--> A Day in the Life --[release_year]--> 2009
Path (Raw):       Sticky Fingaz --[No Operation]--> Sticky Fingaz --[(INV) directed_by]--> A Day in the Life --[release_year]--> 2009
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of moonlighting also wrote which films
Start Entity:     Moonlighting
Gold Answer:      [['The Shout', 'Four Nights with Anna', 'Essential Killing', 'Deep End']]
Predicted Ans:    Deep End
Predicted Path:   Moonlighting --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Deep End
Path (Raw):       Moonlighting --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Deep End --[No Operation]--> Deep End
Neg LogProb(↓):   0.170600
Path Entropy(↓):  0.561067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by gene allen were released in which years
Start Entity:     Gene Allen
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   Gene Allen --[(INV) written_by]--> The Chapman Report --[release_year]--> 1962
Path (Raw):       Gene Allen --[No Operation]--> Gene Allen --[(INV) written_by]--> The Chapman Report --[release_year]--> 1962
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by stefan de walle
Start Entity:     Stefan de Walle
Gold Answer:      [['Dick Maas']]
Predicted Ans:    Dick Maas
Predicted Path:   Stefan de Walle --[(INV) starred_actors]--> Flodder 3 --[written_by]--> Dick Maas
Path (Raw):       Stefan de Walle --[No Operation]--> Stefan de Walle --[(INV) starred_actors]--> Flodder 3 --[written_by]--> Dick Maas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film true believer
Start Entity:     True Believer
Gold Answer:      [['Walter Hill', 'Jim Thompson', 'Joseph Wambaugh', 'Trevor White', 'Lane Shadgett', 'Michael Polish', 'James B. Harris', 'Sofia Coppola', 'Jeffrey Eugenides', 'Sergio Leone', 'Mark Polish', 'Oliver Stone', 'Stephen King', 'John Steakley', 'Andy Cheng', 'David Cronenberg', 'James Ellroy', 'Larry Cohen']]
Predicted Ans:    Andy Cheng
Predicted Path:   True Believer --[starred_actors]--> James Woods --[(INV) starred_actors]--> End Game --[written_by]--> Andy Cheng
Path (Raw):       True Believer --[starred_actors]--> James Woods --[(INV) starred_actors]--> End Game --[written_by]--> Andy Cheng
Neg LogProb(↓):   0.263900
Path Entropy(↓):  0.858662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film dragon
Start Entity:     Dragon
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Dragon --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Dragon --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.196443
Path Entropy(↓):  4.753491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for matango
Start Entity:     Matango
Gold Answer:      [['Masami Fukushima', 'William Hope Hodgson', 'Shinichi Hoshi', 'Takeshi Kimura']]
Predicted Ans:    Masami Fukushima
Predicted Path:   Matango --[written_by]--> Masami Fukushima --[(INV) written_by]--> Matango --[written_by]--> Masami Fukushima
Path (Raw):       Matango --[written_by]--> Masami Fukushima --[(INV) written_by]--> Matango --[written_by]--> Masami Fukushima
Neg LogProb(↓):   0.011307
Path Entropy(↓):  0.071581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor famke janssen co - starred with who
Start Entity:     Famke Janssen
Gold Answer:      [['Geoffrey Rush', 'Michael Paré', 'Robert De Niro', 'Hugh Jackman', 'Harvey Keitel', 'Maggie Grace', 'Bobby Cannavale', 'Eddie Izzard', 'Ed Westwick', 'Treat Williams', 'Peter Stormare', 'John Hannah', 'Ian McKellen', 'Ben Kingsley', 'Anthony Heald', 'Liam Neeson', 'Patrick Stewart', 'Josh Peck', 'Dakota Fanning', 'Taye Diggs', 'Stephen Dorff', 'Timothy Hutton', 'Olivia Thirlby', 'Chris Eigeman', 'Leland Orser', 'Vincent Price']]
Predicted Ans:    Liam Neeson
Predicted Path:   Famke Janssen --[(INV) starred_actors]--> Taken 3 --[starred_actors]--> Liam Neeson
Path (Raw):       Famke Janssen --[No Operation]--> Famke Janssen --[(INV) starred_actors]--> Taken 3 --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.202283
Path Entropy(↓):  0.792941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in latitude zero
Start Entity:     Latitude Zero
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Latitude Zero --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Path (Raw):       Latitude Zero --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Neg LogProb(↓):   0.412217
Path Entropy(↓):  0.926899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Martin udvarnoky appears in which movies
Start Entity:     Martin Udvarnoky
Gold Answer:      [['The Other']]
Predicted Ans:    Horror
Predicted Path:   Martin Udvarnoky --[(INV) starred_actors]--> The Other --[has_genre]--> Horror
Path (Raw):       Martin Udvarnoky --[No Operation]--> Martin Udvarnoky --[(INV) starred_actors]--> The Other --[has_genre]--> Horror
Neg LogProb(↓):   0.170137
Path Entropy(↓):  0.469442
Gold Hop Count:   1
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by maura tierney
Start Entity:     Maura Tierney
Gold Answer:      [['Kent Alterman', 'Richard Shepard']]
Predicted Ans:    Richard Shepard
Predicted Path:   Maura Tierney --[(INV) starred_actors]--> Oxygen --[directed_by]--> Richard Shepard
Path (Raw):       Maura Tierney --[No Operation]--> Maura Tierney --[(INV) starred_actors]--> Oxygen --[directed_by]--> Richard Shepard
Neg LogProb(↓):   0.007954
Path Entropy(↓):  0.050587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by bruno dumont were written by who
Start Entity:     Bruno Dumont
Gold Answer:      [['Camille Claudel']]
Predicted Ans:    Bruno Dumont
Predicted Path:   Bruno Dumont --[(INV) directed_by]--> Camille Claudel 1915 --[written_by]--> Bruno Dumont
Path (Raw):       Bruno Dumont --[No Operation]--> Bruno Dumont --[(INV) directed_by]--> Camille Claudel 1915 --[written_by]--> Bruno Dumont
Neg LogProb(↓):   0.683633
Path Entropy(↓):  0.949110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in the prime of miss jean brodie
Start Entity:     The Prime of Miss Jean Brodie
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Prime of Miss Jean Brodie --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Path (Raw):       The Prime of Miss Jean Brodie --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.000655
Path Entropy(↓):  0.005521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film tonight and every night
Start Entity:     Tonight and Every Night
Gold Answer:      [['Richard Quine', 'Rouben Mamoulian', 'Delbert Mann', 'Fritz Lang', 'Robert Parrish', 'Robert Rossen', 'William A. Seiter', 'Félix Enríquez Alcalá', 'Raoul Walsh', 'Ben Hecht', 'Charles Vidor', 'Orson Welles', 'Ralph Nelson', 'Sidney Lanfield', 'Alexander Hall', 'George Sidney', 'Howard Hawks', 'Peter Godfrey']]
Predicted Ans:    Richard Quine
Predicted Path:   Tonight and Every Night --[starred_actors]--> Janet Blair --[(INV) starred_actors]--> My Sister Eileen --[directed_by]--> Richard Quine
Path (Raw):       Tonight and Every Night --[starred_actors]--> Janet Blair --[(INV) starred_actors]--> My Sister Eileen --[directed_by]--> Richard Quine
Neg LogProb(↓):   1.215033
Path Entropy(↓):  0.934802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of moving violations also directed which movies
Start Entity:     Moving Violations
Gold Answer:      [['Breaking the Rules', 'Bachelor Party', 'Surf Ninjas']]
Predicted Ans:    Bachelor Party
Predicted Path:   Moving Violations --[directed_by]--> Neal Israel --[(INV) directed_by]--> Bachelor Party
Path (Raw):       Moving Violations --[directed_by]--> Neal Israel --[(INV) directed_by]--> Bachelor Party --[No Operation]--> Bachelor Party
Neg LogProb(↓):   0.777425
Path Entropy(↓):  1.235177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by phil karlson
Start Entity:     Phil Karlson
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Crime']]
Predicted Ans:    War
Predicted Path:   Phil Karlson --[(INV) directed_by]--> Hell to Eternity --[has_genre]--> War
Path (Raw):       Phil Karlson --[No Operation]--> Phil Karlson --[(INV) directed_by]--> Hell to Eternity --[has_genre]--> War
Neg LogProb(↓):   0.049533
Path Entropy(↓):  0.234128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is repulsion
Start Entity:     Repulsion
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Repulsion --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Repulsion --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.313298
Path Entropy(↓):  3.795879
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by tom fontana
Start Entity:     Tom Fontana
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Tom Fontana --[(INV) written_by]--> Strip Search --[release_year]--> 2004
Path (Raw):       Tom Fontana --[No Operation]--> Tom Fontana --[(INV) written_by]--> Strip Search --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film mad max are directed by who
Start Entity:     Mad Max
Gold Answer:      [['John Gielgud', 'Roger Donaldson', 'Michael Almereyda', 'George Ogilvie', 'Dean Semler', 'Keith Gordon', 'Franco Zeffirelli', 'Mark Rydell', 'Robert Towne', 'John Badham', 'Ron Howard', 'Richard Donner', 'Kenneth Branagh', 'Roland Emmerich', 'Martin Campbell', 'Brian Helgeland', 'Tim Burstall', 'Lewis Milestone', 'Grigori Kozintsev', 'Roger Spottiswoode', 'Nancy Meyers', 'Wim Wenders', 'Nick Park', 'Peter Weir', 'Laurence Olivier', 'Jarmo Lampela', 'George Miller', 'Gillian Armstrong', 'Tony Richardson', 'Adrian Grunberg', 'Robert Rodriguez', 'M. Night Shyamalan', 'Peter Lord', 'Steve Miner', 'Randall Wallace', 'Jodie Foster', 'Mel Gibson', 'Jean Renoir']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Mad Max --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       Mad Max --[starred_actors]--> Mel Gibson --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.660337
Path Entropy(↓):  1.723898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was wilkie collins the writer of
Start Entity:     Wilkie Collins
Gold Answer:      [['The Woman in White']]
Predicted Ans:    The Woman in White
Predicted Path:   Wilkie Collins --[(INV) written_by]--> The Woman in White --[written_by]--> Wilkie Collins --[(INV) written_by]--> The Woman in White
Path (Raw):       Wilkie Collins --[(INV) written_by]--> The Woman in White --[written_by]--> Wilkie Collins --[(INV) written_by]--> The Woman in White
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie needing you...
Start Entity:     Needing You...
Gold Answer:      [['Johnnie To']]
Predicted Ans:    Johnnie To
Predicted Path:   Needing You... --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[directed_by]--> Johnnie To
Path (Raw):       Needing You... --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[directed_by]--> Johnnie To
Neg LogProb(↓):   0.002614
Path Entropy(↓):  0.019644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by thomas c. ryan
Start Entity:     Thomas C. Ryan
Gold Answer:      [['Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   Thomas C. Ryan --[(INV) written_by]--> Hurry Sundown --[directed_by]--> Otto Preminger
Path (Raw):       Thomas C. Ryan --[No Operation]--> Thomas C. Ryan --[(INV) written_by]--> Hurry Sundown --[directed_by]--> Otto Preminger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in paranoia
Start Entity:     Paranoia
Gold Answer:      [['Liam Hemsworth', 'Amber Heard', 'Gary Oldman', 'Harrison Ford']]
Predicted Ans:    Gary Oldman
Predicted Path:   Paranoia --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Unborn --[starred_actors]--> Gary Oldman
Path (Raw):       Paranoia --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Unborn --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.060258
Path Entropy(↓):  0.246783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film safe conduct
Start Entity:     Safe Conduct
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Safe Conduct --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Safe Conduct --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.591999
Path Entropy(↓):  4.713012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the heat released
Start Entity:     The Heat
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Heat --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       The Heat --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.451382
Path Entropy(↓):  4.702718
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by fred schepisi
Start Entity:     Fred Schepisi
Gold Answer:      [['Family', 'Western', 'Drama', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Fred Schepisi --[(INV) directed_by]--> Last Orders --[has_genre]--> Drama
Path (Raw):       Fred Schepisi --[No Operation]--> Fred Schepisi --[(INV) directed_by]--> Last Orders --[has_genre]--> Drama
Neg LogProb(↓):   0.278023
Path Entropy(↓):  0.591893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the river why were in which genres
Start Entity:     The River Why
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The River Why --[directed_by]--> Matthew Leutwyler --[(INV) directed_by]--> The River Why --[has_genre]--> Drama
Path (Raw):       The River Why --[directed_by]--> Matthew Leutwyler --[(INV) directed_by]--> The River Why --[has_genre]--> Drama
Neg LogProb(↓):   0.001227
Path Entropy(↓):  0.009502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by tommi korpela released
Start Entity:     Tommi Korpela
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Tommi Korpela --[(INV) starred_actors]--> The Home of Dark Butterflies --[release_year]--> 2008
Path (Raw):       Tommi Korpela --[No Operation]--> Tommi Korpela --[(INV) starred_actors]--> The Home of Dark Butterflies --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by ben queen
Start Entity:     Ben Queen
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ben Queen --[(INV) written_by]--> Cars 2 --[has_genre]--> Comedy
Path (Raw):       Ben Queen --[No Operation]--> Ben Queen --[(INV) written_by]--> Cars 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.000521
Path Entropy(↓):  0.004455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by flora robson in
Start Entity:     Flora Robson
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Flora Robson --[(INV) starred_actors]--> Black Narcissus --[in_language]--> English
Path (Raw):       Flora Robson --[No Operation]--> Flora Robson --[(INV) starred_actors]--> Black Narcissus --[in_language]--> English
Neg LogProb(↓):   0.004712
Path Entropy(↓):  0.029889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the defiant ones
Start Entity:     The Defiant Ones
Gold Answer:      [['Fred Astaire', 'Marlene Dietrich', 'José Ferrer', 'Theodore Bikel', 'Cary Grant', 'Sophia Loren', 'Katharine Hepburn', 'Gregory Peck', 'Anthony Perkins', 'Faye Dunaway', 'Anthony Quinn', 'Richard Widmark', 'Jack Lemmon', 'Fredric March', 'Robert Mitchum', 'Vivien Leigh', 'Lee Marvin', 'Gloria Grahame', 'Olivia de Havilland', 'Virna Lisi', 'Sidney Poitier', 'Anna Magnani', 'Dick York', 'Katharine Houghton', 'Simone Signoret', 'Burt Lancaster', 'Hardy Krüger', 'George C. Scott', 'Gene Kelly', 'Ava Gardner', 'Buddy Hackett', 'Sid Caesar', 'Milton Berle', 'Armand Assante', 'Frank Sinatra', 'Spencer Tracy', 'Rachel Ward', 'Bryan Brown']]
Predicted Ans:    George C. Scott
Predicted Path:   The Defiant Ones --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Inherit the Wind --[starred_actors]--> George C. Scott
Path (Raw):       The Defiant Ones --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Inherit the Wind --[starred_actors]--> George C. Scott
Neg LogProb(↓):   1.113710
Path Entropy(↓):  2.308528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of rizwan manji acted films
Start Entity:     Rizwan Manji
Gold Answer:      [['Sam Kadi']]
Predicted Ans:    Sam Kadi
Predicted Path:   Rizwan Manji --[(INV) starred_actors]--> The Citizen --[directed_by]--> Sam Kadi
Path (Raw):       Rizwan Manji --[No Operation]--> Rizwan Manji --[(INV) starred_actors]--> The Citizen --[directed_by]--> Sam Kadi
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of easy wheels also wrote movies
Start Entity:     Easy Wheels
Gold Answer:      [['Army of Darkness', 'Within the Woods', 'Darkman', 'Evil Dead II', 'Crimewave', 'Drag Me to Hell', 'Evil Dead', 'The Evil Dead', 'The Hudsucker Proxy', 'Spider-Man 3']]
Predicted Ans:    Spider-Man 3
Predicted Path:   Easy Wheels --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3
Path (Raw):       Easy Wheels --[written_by]--> Sam Raimi --[(INV) written_by]--> Spider-Man 3 --[No Operation]--> Spider-Man 3
Neg LogProb(↓):   0.184251
Path Entropy(↓):  0.607393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by john morris
Start Entity:     John Morris
Gold Answer:      [['Alice Eve', 'Jay Baruchel']]
Predicted Ans:    Jay Baruchel
Predicted Path:   John Morris --[(INV) written_by]--> She's Out of My League --[starred_actors]--> Jay Baruchel
Path (Raw):       John Morris --[No Operation]--> John Morris --[(INV) written_by]--> She's Out of My League --[starred_actors]--> Jay Baruchel
Neg LogProb(↓):   0.003977
Path Entropy(↓):  0.025909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was ulee's gold released
Start Entity:     Ulee's Gold
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Ulee's Gold --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       Ulee's Gold --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   2.721721
Path Entropy(↓):  4.202744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of command decision
Start Entity:     Command Decision
Gold Answer:      [['Drama', 'War', 'Adventure', 'Music']]
Predicted Ans:    War
Predicted Path:   Command Decision --[written_by]--> George Froeschel --[(INV) written_by]--> Command Decision --[has_genre]--> War
Path (Raw):       Command Decision --[written_by]--> George Froeschel --[(INV) written_by]--> Command Decision --[has_genre]--> War
Neg LogProb(↓):   0.564548
Path Entropy(↓):  1.051744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film rough night in jericho
Start Entity:     Rough Night in Jericho
Gold Answer:      [['1966', '1968', '1967']]
Predicted Ans:    1967
Predicted Path:   Rough Night in Jericho --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome --[release_year]--> 1967
Path (Raw):       Rough Night in Jericho --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome --[release_year]--> 1967
Neg LogProb(↓):   0.416488
Path Entropy(↓):  0.774825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film blue chips were in which genres
Start Entity:     Blue Chips
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Blue Chips --[written_by]--> Ron Shelton --[(INV) written_by]--> Blue Chips --[has_genre]--> Drama
Path (Raw):       Blue Chips --[written_by]--> Ron Shelton --[(INV) written_by]--> Blue Chips --[has_genre]--> Drama
Neg LogProb(↓):   0.853552
Path Entropy(↓):  1.430812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed brothers
Start Entity:     Brothers
Gold Answer:      [['Christy Brown', 'David Loucka', 'Allan Loeb', 'Terry George', 'Jim Sheridan', 'Gerry Conlon', 'Ron Rash', 'John B. Keane', 'Anders Thomas Jensen', 'Susanne Bier', 'Shane Connaughton']]
Predicted Ans:    Jim Sheridan
Predicted Path:   Brothers --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> The Field --[written_by]--> Jim Sheridan
Path (Raw):       Brothers --[directed_by]--> Jim Sheridan --[(INV) directed_by]--> The Field --[written_by]--> Jim Sheridan
Neg LogProb(↓):   0.452252
Path Entropy(↓):  1.112949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the dead hate the living! director release
Start Entity:     The Dead Hate the Living!
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   The Dead Hate the Living! --[directed_by]--> Dave Parker --[(INV) directed_by]--> The Hills Run Red --[release_year]--> 2009
Path (Raw):       The Dead Hate the Living! --[directed_by]--> Dave Parker --[(INV) directed_by]--> The Hills Run Red --[release_year]--> 2009
Neg LogProb(↓):   0.019578
Path Entropy(↓):  0.095645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie oh! what a lovely war, when was it released
Start Entity:     Oh! What a Lovely War
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Oh! What a Lovely War --[release_year]--> 1969 --[(INV) release_year]--> Sabata --[release_year]--> 1969
Path (Raw):       Oh! What a Lovely War --[release_year]--> 1969 --[(INV) release_year]--> Sabata --[release_year]--> 1969
Neg LogProb(↓):   2.530110
Path Entropy(↓):  3.458345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the skin game
Start Entity:     The Skin Game
Gold Answer:      [['Gordon Harker', 'Marlene Dietrich', 'Vera Miles', 'Cary Grant', 'Leo G. Carroll', 'Michael Chekhov', 'David Haig', 'Jon Finch', 'Gregory Peck', 'Elliott Gould', 'Ben Barnes', 'Karen Black', 'Herbert Lom', 'John Dall', 'George Sanders', 'Ann Todd', 'Kim Novak', 'Grace Kelly', 'Janet Leigh', 'Colin Firth', 'Ian Hunter', 'Allie MacDonald', 'Joan Fontaine', 'William Devane', 'Kristin Scott Thomas', 'Anne Baxter', 'Billie Whitelaw', 'Henry Fonda', 'Barry Foster', 'Alec McCowen', 'Nigel Bruce', 'Claude Rains', 'William Bendix', 'Mary Anderson', 'Michael Redgrave', 'Joseph Cotten', 'Franklin Dyall', 'Isabel Jeans', 'Joel McCrea', 'Cedric Hardwicke', 'Wendell Corey', 'Robert Cummings', 'Teresa Wright', 'Dame May Whitty', 'Judith Anderson', 'Hope Davis', 'Paul Lukas', 'Michael Wilding', 'James Mason', 'Bruce Dern', 'Farley Granger', 'Julie Andrews', 'Alfred Molina', 'Angela Lansbury', 'James Stewart', 'Barbara Harris', 'Margaret Lockwood', 'Anthony Perkins', 'Doris Day', 'Karin Dor', 'Frederick Stafford', 'Dany Robin', 'Patrick Malahide', 'Lydia Leonard', 'Karl Malden', 'Charles Laughton', 'Laurence Olivier', 'Sean Connery', 'Tippi Hedren', 'John Forsythe', 'Edmund Gwenn', 'Jamal Woolard', 'Edward Chapman', 'Norah Baring', 'Merle Oberon', "Maureen O'Hara", 'Ray Milland', 'John Gielgud', 'Madeleine Carroll', 'Robert Young', 'Arnold Schwarzenegger', 'Walter Slezak', 'Betty Balfour', 'Jean Bradin', 'Tallulah Bankhead', 'John Gavin', 'Anny Ondra', 'Malcolm Keen', 'Carl Brisson', 'Laird Cregar', 'Richard Todd', 'Rod Taylor', 'Jessica Tandy', 'Priscilla Lane', 'Jameson Thomas', 'Montgomery Clift', 'John Vernon', 'Laraine Day', 'Eva Marie Saint', 'Ingrid Bergman', 'Robert Donat', 'Suzanne Pleshette', 'Robert Walker', 'Cybill Shepherd', 'Ruth Roman', 'Kenneth More', 'Taina Elg', 'Thelma Ritter', 'Charles Coburn', 'Paul Newman', 'Jessica Biel', 'John Longden', 'Herbert Marshall', 'Jane Wyman', 'Peter Lorre']]
Predicted Ans:    Cary Grant
Predicted Path:   The Skin Game --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> To Catch a Thief --[starred_actors]--> Cary Grant
Path (Raw):       The Skin Game --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> To Catch a Thief --[starred_actors]--> Cary Grant
Neg LogProb(↓):   1.566827
Path Entropy(↓):  2.468006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with outland fall under
Start Entity:     Outland
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Outland --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       Outland --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.004992
Path Entropy(↓):  0.031430
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by romain gavras
Start Entity:     Romain Gavras
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Romain Gavras --[(INV) directed_by]--> Our Day Will Come --[release_year]--> 2010
Path (Raw):       Romain Gavras --[No Operation]--> Romain Gavras --[(INV) directed_by]--> Our Day Will Come --[release_year]--> 2010
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by charles kaufman
Start Entity:     Charles Kaufman
Gold Answer:      [['Heather Sears', 'Rossano Brazzi', 'Joan Crawford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[starred_actors]--> Joan Crawford
Path (Raw):       Charles Kaufman --[No Operation]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.000932
Path Entropy(↓):  0.007438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by william lindsay gresham starred which actors
Start Entity:     William Lindsay Gresham
Gold Answer:      [['Joan Blondell', 'Tyrone Power']]
Predicted Ans:    Joan Blondell
Predicted Path:   William Lindsay Gresham --[(INV) written_by]--> Nightmare Alley --[starred_actors]--> Joan Blondell
Path (Raw):       William Lindsay Gresham --[No Operation]--> William Lindsay Gresham --[(INV) written_by]--> Nightmare Alley --[starred_actors]--> Joan Blondell
Neg LogProb(↓):   0.021416
Path Entropy(↓):  0.102656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film conan the destroyer were released in which years
Start Entity:     Conan the Destroyer
Gold Answer:      [['1993', '1936', '1985', '1979', '1984', '1977', '2007', '1982', '2014', '1994', '1976', '1948', '1990', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '2000', '1999', '1987', '1969']]
Predicted Ans:    1988
Predicted Path:   Conan the Destroyer --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[release_year]--> 1988
Path (Raw):       Conan the Destroyer --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[release_year]--> 1988
Neg LogProb(↓):   1.368771
Path Entropy(↓):  2.284213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film my forbidden past released
Start Entity:     My Forbidden Past
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   My Forbidden Past --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Path (Raw):       My Forbidden Past --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Neg LogProb(↓):   2.406030
Path Entropy(↓):  3.642388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter aben kandel co - wrote movies with who
Start Entity:     Aben Kandel
Gold Answer:      [['John Gilling', 'Peter Bryan']]
Predicted Ans:    Aben Kandel
Predicted Path:   Aben Kandel --[(INV) written_by]--> City for Conquest --[written_by]--> Aben Kandel
Path (Raw):       Aben Kandel --[No Operation]--> Aben Kandel --[(INV) written_by]--> City for Conquest --[written_by]--> Aben Kandel
Neg LogProb(↓):   0.003700
Path Entropy(↓):  0.024372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films acted by tim robbins
Start Entity:     Tim Robbins
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Tim Robbins --[(INV) starred_actors]--> Human Nature --[in_language]--> French
Path (Raw):       Tim Robbins --[No Operation]--> Tim Robbins --[(INV) starred_actors]--> Human Nature --[in_language]--> French
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the edge of the world
Start Entity:     The Edge of the World
Gold Answer:      [['One of Our Aircraft Is Missing', 'Gone to Earth', 'A Canterbury Tale', 'The Tales of Hoffmann', 'The Red Shoes', 'Black Narcissus', 'The Life and Death of Colonel Blimp']]
Predicted Ans:    Black Narcissus
Predicted Path:   The Edge of the World --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus
Path (Raw):       The Edge of the World --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus --[No Operation]--> Black Narcissus
Neg LogProb(↓):   0.446557
Path Entropy(↓):  0.721244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of destry rides again also wrote which films
Start Entity:     Destry Rides Again
Gold Answer:      [['The Desperadoes', 'Branded']]
Predicted Ans:    Branded
Predicted Path:   Destry Rides Again --[written_by]--> Max Brand --[(INV) written_by]--> Branded
Path (Raw):       Destry Rides Again --[written_by]--> Max Brand --[(INV) written_by]--> Branded --[No Operation]--> Branded
Neg LogProb(↓):   0.005252
Path Entropy(↓):  0.036404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by jalil lespert
Start Entity:     Jalil Lespert
Gold Answer:      [['Laurent Cantet']]
Predicted Ans:    Laurent Cantet
Predicted Path:   Jalil Lespert --[(INV) starred_actors]--> Human Resources --[directed_by]--> Laurent Cantet
Path (Raw):       Jalil Lespert --[No Operation]--> Jalil Lespert --[(INV) starred_actors]--> Human Resources --[directed_by]--> Laurent Cantet
Neg LogProb(↓):   0.564977
Path Entropy(↓):  0.683768
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of le bonheur
Start Entity:     Le Bonheur
Gold Answer:      [['The Beaches of Agnès', 'La Pointe Courte', 'One Hundred and One Nights', 'Vagabond']]
Predicted Ans:    One Hundred and One Nights
Predicted Path:   Le Bonheur --[written_by]--> Agnès Varda --[(INV) written_by]--> One Hundred and One Nights
Path (Raw):       Le Bonheur --[No Operation]--> Le Bonheur --[written_by]--> Agnès Varda --[(INV) written_by]--> One Hundred and One Nights
Neg LogProb(↓):   0.133890
Path Entropy(↓):  0.529299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for ride
Start Entity:     Ride
Gold Answer:      [['Millicent Shelton']]
Predicted Ans:    Millicent Shelton
Predicted Path:   Ride --[directed_by]--> Millicent Shelton --[(INV) directed_by]--> Ride --[directed_by]--> Millicent Shelton
Path (Raw):       Ride --[directed_by]--> Millicent Shelton --[(INV) directed_by]--> Ride --[directed_by]--> Millicent Shelton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is sweet and lowdown
Start Entity:     Sweet and Lowdown
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Sweet and Lowdown --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Sweet and Lowdown --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.607963
Path Entropy(↓):  5.105902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of ivory tower
Start Entity:     Ivory Tower
Gold Answer:      [['Andrew Rossi']]
Predicted Ans:    Andrew Rossi
Predicted Path:   Ivory Tower --[written_by]--> Andrew Rossi --[(INV) written_by]--> Ivory Tower --[written_by]--> Andrew Rossi
Path (Raw):       Ivory Tower --[written_by]--> Andrew Rossi --[(INV) written_by]--> Ivory Tower --[written_by]--> Andrew Rossi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with argo fall under
Start Entity:     Argo
Gold Answer:      [['Family', 'Sport', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Argo --[starred_actors]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From? --[has_genre]--> Comedy
Path (Raw):       Argo --[starred_actors]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From? --[has_genre]--> Comedy
Neg LogProb(↓):   0.958701
Path Entropy(↓):  1.881462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was anka graczyk an actor in
Start Entity:     Anka Graczyk
Gold Answer:      [['Rammbock']]
Predicted Ans:    Rammbock
Predicted Path:   Anka Graczyk --[(INV) starred_actors]--> Rammbock --[starred_actors]--> Emily Cox --[(INV) starred_actors]--> Rammbock
Path (Raw):       Anka Graczyk --[(INV) starred_actors]--> Rammbock --[starred_actors]--> Emily Cox --[(INV) starred_actors]--> Rammbock
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000324
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in ten thousand saints
Start Entity:     Ten Thousand Saints
Gold Answer:      [['Martin Scorsese', 'Gavin Hood']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Ten Thousand Saints --[starred_actors]--> Asa Butterfield --[(INV) starred_actors]--> Hugo --[directed_by]--> Martin Scorsese
Path (Raw):       Ten Thousand Saints --[starred_actors]--> Asa Butterfield --[(INV) starred_actors]--> Hugo --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.190934
Path Entropy(↓):  0.484633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of cockneys vs zombies was who
Start Entity:     Cockneys vs Zombies
Gold Answer:      [['Matthias Hoene']]
Predicted Ans:    Matthias Hoene
Predicted Path:   Cockneys vs Zombies --[directed_by]--> Matthias Hoene --[(INV) directed_by]--> Cockneys vs Zombies --[directed_by]--> Matthias Hoene
Path (Raw):       Cockneys vs Zombies --[directed_by]--> Matthias Hoene --[(INV) directed_by]--> Cockneys vs Zombies --[directed_by]--> Matthias Hoene
Neg LogProb(↓):   0.001714
Path Entropy(↓):  0.012759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the adventures of tartu are directed by who
Start Entity:     The Adventures of Tartu
Gold Answer:      [['Sam Wood', 'Anthony Asquith', 'David Mamet', 'Ralph Thomas', 'James Hawes', 'Herbert Ross', 'Kevin Reynolds', 'Robert Vernay', 'Rowland V. Lee', 'René Clair', 'Mark Robson', 'Alfred Hitchcock']]
Predicted Ans:    David Mamet
Predicted Path:   The Adventures of Tartu --[starred_actors]--> Robert Donat --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Path (Raw):       The Adventures of Tartu --[starred_actors]--> Robert Donat --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Neg LogProb(↓):   0.176615
Path Entropy(↓):  0.579446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by neil thompson
Start Entity:     Neil Thompson
Gold Answer:      [['Geoff Thompson']]
Predicted Ans:    Geoff Thompson
Predicted Path:   Neil Thompson --[(INV) directed_by]--> Clubbed --[written_by]--> Geoff Thompson
Path (Raw):       Neil Thompson --[No Operation]--> Neil Thompson --[(INV) directed_by]--> Clubbed --[written_by]--> Geoff Thompson
Neg LogProb(↓):   0.081933
Path Entropy(↓):  0.275500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films a bright shining lie are written by who
Start Entity:     A Bright Shining Lie
Gold Answer:      [['Jim Sheridan', 'Terry George', 'Keir Pearson', 'John Burnham Schwartz']]
Predicted Ans:    Jim Sheridan
Predicted Path:   A Bright Shining Lie --[directed_by]--> Terry George --[(INV) directed_by]--> Some Mother's Son --[written_by]--> Jim Sheridan
Path (Raw):       A Bright Shining Lie --[directed_by]--> Terry George --[(INV) directed_by]--> Some Mother's Son --[written_by]--> Jim Sheridan
Neg LogProb(↓):   0.001043
Path Entropy(↓):  0.008476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of scars of dracula
Start Entity:     Scars of Dracula
Gold Answer:      [['1988', '1980', '1971', '2012', '1936', '2014', '1979', '1922', '2011', '1931']]
Predicted Ans:    1988
Predicted Path:   Scars of Dracula --[written_by]--> Bram Stoker --[(INV) written_by]--> The Lair of the White Worm --[release_year]--> 1988
Path (Raw):       Scars of Dracula --[written_by]--> Bram Stoker --[(INV) written_by]--> The Lair of the White Worm --[release_year]--> 1988
Neg LogProb(↓):   1.467941
Path Entropy(↓):  2.065819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by marilynne robinson release
Start Entity:     Marilynne Robinson
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Marilynne Robinson --[(INV) written_by]--> Housekeeping --[release_year]--> 1987
Path (Raw):       Marilynne Robinson --[No Operation]--> Marilynne Robinson --[(INV) written_by]--> Housekeeping --[release_year]--> 1987
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie shane were released in which years
Start Entity:     Shane
Gold Answer:      [['1980', '1939', '1948', '1951', '1942', '1936', '1938', '1959', '1965', '1935', '1941', '1937', '1956', '1943']]
Predicted Ans:    1948
Predicted Path:   Shane --[directed_by]--> George Stevens --[(INV) directed_by]--> On Our Merry Way --[release_year]--> 1948
Path (Raw):       Shane --[directed_by]--> George Stevens --[(INV) directed_by]--> On Our Merry Way --[release_year]--> 1948
Neg LogProb(↓):   1.155232
Path Entropy(↓):  1.894273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed vanilla sky
Start Entity:     Vanilla Sky
Gold Answer:      [['2000', '2005', '1992', '1989', '1996', '2011']]
Predicted Ans:    2011
Predicted Path:   Vanilla Sky --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> We Bought a Zoo --[release_year]--> 2011
Path (Raw):       Vanilla Sky --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> We Bought a Zoo --[release_year]--> 2011
Neg LogProb(↓):   1.041889
Path Entropy(↓):  1.618719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the enter the dragon director
Start Entity:     Enter the Dragon
Gold Answer:      [['Cantonese', 'English']]
Predicted Ans:    Cantonese
Predicted Path:   Enter the Dragon --[directed_by]--> Robert Clouse --[(INV) directed_by]--> Game of Death --[in_language]--> Cantonese
Path (Raw):       Enter the Dragon --[directed_by]--> Robert Clouse --[(INV) directed_by]--> Game of Death --[in_language]--> Cantonese
Neg LogProb(↓):   0.596942
Path Entropy(↓):  0.688040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film empire state
Start Entity:     Empire State
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Empire State --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Empire State --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.353645
Path Entropy(↓):  4.700744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the outfit director release
Start Entity:     The Outfit
Gold Answer:      [['1968', '1989', '1991', '1987', '1977']]
Predicted Ans:    1977
Predicted Path:   The Outfit --[directed_by]--> John Flynn --[(INV) directed_by]--> Rolling Thunder --[release_year]--> 1977
Path (Raw):       The Outfit --[directed_by]--> John Flynn --[(INV) directed_by]--> Rolling Thunder --[release_year]--> 1977
Neg LogProb(↓):   0.726674
Path Entropy(↓):  1.236103
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by keenen ivory wayans in
Start Entity:     Keenen Ivory Wayans
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[has_genre]--> Comedy
Path (Raw):       Keenen Ivory Wayans --[No Operation]--> Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[has_genre]--> Comedy
Neg LogProb(↓):   0.045735
Path Entropy(↓):  0.184243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the prefab people
Start Entity:     The Prefab People
Gold Answer:      [['Béla Tarr', 'László Krasznahorkai', 'Georges Simenon']]
Predicted Ans:    László Krasznahorkai
Predicted Path:   The Prefab People --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[written_by]--> László Krasznahorkai
Path (Raw):       The Prefab People --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[written_by]--> László Krasznahorkai
Neg LogProb(↓):   0.614339
Path Entropy(↓):  1.116577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of gumshoe
Start Entity:     Gumshoe
Gold Answer:      [['The Hit', 'Prick Up Your Ears', 'Dirty Pretty Things', 'High Fidelity', 'Sammy and Rosie Get Laid', 'Liam', 'My Beautiful Laundrette', 'Hero', 'The Grifters', 'Mary Reilly', "Muhammad Ali's Greatest Fight", 'The Queen', 'Dangerous Liaisons', 'The Deal', 'The Van', 'Chéri', 'Mrs Henderson Presents', 'Lay the Favorite', 'Tamara Drewe', 'The Hi-Lo Country', 'Philomena', 'The Snapper']]
Predicted Ans:    Chéri
Predicted Path:   Gumshoe --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri
Path (Raw):       Gumshoe --[No Operation]--> Gumshoe --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Chéri
Neg LogProb(↓):   1.065992
Path Entropy(↓):  1.936633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of blood on the moon
Start Entity:     Blood on the Moon
Gold Answer:      [['Ray Enright', 'Sidney Lanfield']]
Predicted Ans:    Sidney Lanfield
Predicted Path:   Blood on the Moon --[written_by]--> Luke Short --[(INV) written_by]--> Station West --[directed_by]--> Sidney Lanfield
Path (Raw):       Blood on the Moon --[written_by]--> Luke Short --[(INV) written_by]--> Station West --[directed_by]--> Sidney Lanfield
Neg LogProb(↓):   0.051173
Path Entropy(↓):  0.199186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by stephen lack
Start Entity:     Stephen Lack
Gold Answer:      [['David Cronenberg']]
Predicted Ans:    David Cronenberg
Predicted Path:   Stephen Lack --[(INV) starred_actors]--> Scanners --[written_by]--> David Cronenberg
Path (Raw):       Stephen Lack --[No Operation]--> Stephen Lack --[(INV) starred_actors]--> Scanners --[written_by]--> David Cronenberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by hubert cornfield fall under
Start Entity:     Hubert Cornfield
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hubert Cornfield --[(INV) written_by]--> The 3rd Voice --[has_genre]--> Drama
Path (Raw):       Hubert Cornfield --[No Operation]--> Hubert Cornfield --[(INV) written_by]--> The 3rd Voice --[has_genre]--> Drama
Neg LogProb(↓):   0.109550
Path Entropy(↓):  0.373762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is daddy - long - legs
Start Entity:     Daddy-Long-Legs
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Daddy-Long-Legs --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Daddy-Long-Legs --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.837769
Path Entropy(↓):  5.285447
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did philip gelatt write
Start Entity:     Philip Gelatt
Gold Answer:      [['The Bleeding House']]
Predicted Ans:    The Bleeding House
Predicted Path:   Philip Gelatt --[(INV) written_by]--> The Bleeding House --[written_by]--> Philip Gelatt --[(INV) written_by]--> The Bleeding House
Path (Raw):       Philip Gelatt --[(INV) written_by]--> The Bleeding House --[written_by]--> Philip Gelatt --[(INV) written_by]--> The Bleeding House
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of measuring the world
Start Entity:     Measuring the World
Gold Answer:      [['Tough Enough']]
Predicted Ans:    Measuring the World
Predicted Path:   Measuring the World --[directed_by]--> Detlev Buck --[(INV) directed_by]--> Measuring the World
Path (Raw):       Measuring the World --[No Operation]--> Measuring the World --[directed_by]--> Detlev Buck --[(INV) directed_by]--> Measuring the World
Neg LogProb(↓):   0.001165
Path Entropy(↓):  0.009526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with the morning after fall under
Start Entity:     The Morning After
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Morning After --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Path (Raw):       The Morning After --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[has_genre]--> Drama
Neg LogProb(↓):   0.745050
Path Entropy(↓):  2.174405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of half nelson also wrote which films
Start Entity:     Half Nelson
Gold Answer:      [['Mississippi Grind', "It's Kind of a Funny Story", 'Sugar']]
Predicted Ans:    It's Kind of a Funny Story
Predicted Path:   Half Nelson --[written_by]--> Anna Boden --[(INV) written_by]--> It's Kind of a Funny Story
Path (Raw):       Half Nelson --[written_by]--> Anna Boden --[(INV) written_by]--> It's Kind of a Funny Story --[No Operation]--> It's Kind of a Funny Story
Neg LogProb(↓):   0.157442
Path Entropy(↓):  0.532324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by jay dipietro released
Start Entity:     Jay DiPietro
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Jay DiPietro --[(INV) written_by]--> Peter and Vandy --[release_year]--> 2009
Path (Raw):       Jay DiPietro --[No Operation]--> Jay DiPietro --[(INV) written_by]--> Peter and Vandy --[release_year]--> 2009
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the sea wolf
Start Entity:     The Sea Wolf
Gold Answer:      [['William Dieterle', 'Fritz Lang', 'Cecil B. DeMille', 'Tay Garnett', 'Edward F. Cline', 'Dudley Nichols', 'John Huston', 'Rudolph Maté', 'Delmer Daves', 'Lewis Allen', 'Roy Rowland', 'Bob Rafelson', 'William A. Wellman', 'Mervyn LeRoy', 'Jean Negulesco', 'Busby Berkeley', 'Billy Wilder', 'Henry Hathaway', 'Raoul Walsh', 'Robert Aldrich', 'John Ford', 'Alfred E. Green', 'Nicholas Ray', 'Mark Robson', 'Michael Curtiz', 'Roberto Rossellini', 'S. Sylvan Simon', 'Jerry Paris', 'Henry King', 'Rowdy Herrington', 'Frank Capra', 'Robert Fuest', 'Anatole Litvak', 'Luchino Visconti', 'Robert Rossen', 'Jack Arnold', 'Archie Mayo', 'Jack Cardiff', 'Arnold Laven', 'Abraham Polonsky', 'John Berry', 'Vincente Minnelli', 'Victor Fleming', 'Peter Godfrey', 'Don Siegel', 'John Farrow', 'Lloyd Bacon', 'Charles Vidor', 'Orson Welles', 'Sam Peckinpah', 'Ida Lupino', 'Phil Karlson', 'Joseph L. Mankiewicz', 'Howard Hawks', 'Gary Sherman']]
Predicted Ans:    Tay Garnett
Predicted Path:   The Sea Wolf --[starred_actors]--> John Garfield --[(INV) starred_actors]--> The Postman Always Rings Twice --[directed_by]--> Tay Garnett
Path (Raw):       The Sea Wolf --[starred_actors]--> John Garfield --[(INV) starred_actors]--> The Postman Always Rings Twice --[directed_by]--> Tay Garnett
Neg LogProb(↓):   1.476896
Path Entropy(↓):  2.301106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by robert kurtzman were in which genres
Start Entity:     Robert Kurtzman
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Robert Kurtzman --[(INV) directed_by]--> The Rage --[has_genre]--> Horror
Path (Raw):       Robert Kurtzman --[No Operation]--> Robert Kurtzman --[(INV) directed_by]--> The Rage --[has_genre]--> Horror
Neg LogProb(↓):   0.027456
Path Entropy(↓):  0.124743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by fernanda torres were in which languages
Start Entity:     Fernanda Torres
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Fernanda Torres --[(INV) starred_actors]--> So Normal --[in_language]--> Portuguese
Path (Raw):       Fernanda Torres --[No Operation]--> Fernanda Torres --[(INV) starred_actors]--> So Normal --[in_language]--> Portuguese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by sour grapes writers release
Start Entity:     Sour Grapes
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Sour Grapes --[written_by]--> Larry David --[(INV) written_by]--> Clear History --[release_year]--> 2013
Path (Raw):       Sour Grapes --[written_by]--> Larry David --[(INV) written_by]--> Clear History --[release_year]--> 2013
Neg LogProb(↓):   1.386454
Path Entropy(↓):  1.387735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film side effects were in which genres
Start Entity:     Side Effects
Gold Answer:      [['Sport', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Side Effects --[starred_actors]--> Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Path (Raw):       Side Effects --[starred_actors]--> Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[has_genre]--> Drama
Neg LogProb(↓):   0.003394
Path Entropy(↓):  0.026057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in housefull 2
Start Entity:     Housefull 2
Gold Answer:      [['Hindi', 'Urdu']]
Predicted Ans:    Hindi
Predicted Path:   Housefull 2 --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Housefull 2 --[starred_actors]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   0.208370
Path Entropy(↓):  0.490427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by yuji okumoto
Start Entity:     Yuji Okumoto
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Yuji Okumoto --[(INV) starred_actors]--> True Believer --[has_genre]--> Drama
Path (Raw):       Yuji Okumoto --[No Operation]--> Yuji Okumoto --[(INV) starred_actors]--> True Believer --[has_genre]--> Drama
Neg LogProb(↓):   0.001563
Path Entropy(↓):  0.011655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for matilda
Start Entity:     Matilda
Gold Answer:      [['Danny DeVito']]
Predicted Ans:    Danny DeVito
Predicted Path:   Matilda --[directed_by]--> Danny DeVito --[(INV) directed_by]--> Hoffa --[directed_by]--> Danny DeVito
Path (Raw):       Matilda --[directed_by]--> Danny DeVito --[(INV) directed_by]--> Hoffa --[directed_by]--> Danny DeVito
Neg LogProb(↓):   0.088468
Path Entropy(↓):  0.304166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by arnold schwarzenegger in
Start Entity:     Arnold Schwarzenegger
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Path (Raw):       Arnold Schwarzenegger --[No Operation]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Neg LogProb(↓):   0.002617
Path Entropy(↓):  0.021782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film hearts of the west released
Start Entity:     Hearts of the West
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Hearts of the West --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       Hearts of the West --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   2.876277
Path Entropy(↓):  3.988690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the eye of the storm director
Start Entity:     The Eye of the Storm
Gold Answer:      [['Cantonese', 'Mandarin']]
Predicted Ans:    Cantonese
Predicted Path:   The Eye of the Storm --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Path (Raw):       The Eye of the Storm --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Iceman --[in_language]--> Cantonese
Neg LogProb(↓):   0.092713
Path Entropy(↓):  0.299896
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in don't move
Start Entity:     Don't Move
Gold Answer:      [['Claudia Gerini', 'Sergio Castellitto', 'Penélope Cruz']]
Predicted Ans:    Sergio Castellitto
Predicted Path:   Don't Move --[starred_actors]--> Sergio Castellitto --[(INV) starred_actors]--> The Star Maker --[starred_actors]--> Sergio Castellitto
Path (Raw):       Don't Move --[starred_actors]--> Sergio Castellitto --[(INV) starred_actors]--> The Star Maker --[starred_actors]--> Sergio Castellitto
Neg LogProb(↓):   0.699765
Path Entropy(↓):  1.196354
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was louis garfinkle the writer of
Start Entity:     Louis Garfinkle
Gold Answer:      [['The Deer Hunter']]
Predicted Ans:    The Deer Hunter
Predicted Path:   Louis Garfinkle --[(INV) written_by]--> The Deer Hunter --[written_by]--> Louis Garfinkle --[(INV) written_by]--> The Deer Hunter
Path (Raw):       Louis Garfinkle --[(INV) written_by]--> The Deer Hunter --[written_by]--> Louis Garfinkle --[(INV) written_by]--> The Deer Hunter
Neg LogProb(↓):   0.744188
Path Entropy(↓):  1.060930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed flesh gordon
Start Entity:     Flesh Gordon
Gold Answer:      [['Howard Ziehm', 'Michael Benveniste']]
Predicted Ans:    Howard Ziehm
Predicted Path:   Flesh Gordon --[directed_by]--> Howard Ziehm --[(INV) directed_by]--> Flesh Gordon --[directed_by]--> Howard Ziehm
Path (Raw):       Flesh Gordon --[directed_by]--> Howard Ziehm --[(INV) directed_by]--> Flesh Gordon --[directed_by]--> Howard Ziehm
Neg LogProb(↓):   0.007643
Path Entropy(↓):  0.049995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of dragonwyck
Start Entity:     Dragonwyck
Gold Answer:      [['Anne Baxter', 'Helena Bonham Carter', 'Susan Hayward', 'Héctor Alterio', 'Norma Aleandro', 'Cary Grant', 'Gary Cooper', 'Robert Montgomery', 'Marlon Brando', 'Elizabeth Taylor', 'Mia Wasikowska', 'Henry Wilcoxon', 'Gregory Peck', 'Michael Caine', 'Richard Widmark', 'Celeste Holm', 'Cliff Robertson', 'Jack Oakie', 'Kathryn Beaumont', 'Michael Redgrave', 'Ed Wynn', 'Hume Cronyn', 'Jackie Cooper', 'Jeanne Crain', 'Capucine', 'Vivian Blaine', "Edmond O'Brien", 'Charles Laughton', 'George Sanders', 'Warren William', 'Brendan Fraser', 'Bette Davis', 'Linda Darnell', 'Rex Harrison', 'Finlay Currie', 'Do Thi Hai Yen', 'Ben Kingsley', 'Sidney Poitier', 'Whoopi Goldberg', 'Claudette Colbert', 'George Raft', 'Joan Crawford', 'Christopher Lloyd', 'Johnny Depp', 'Sean Young', 'Thomas Mitchell', 'Kevin Costner', 'Natalie Gregory', 'Robert Coogan', 'Jackie Searl', 'Mitzi Green', 'Gene Hackman', 'Will Patton', 'Kirk Douglas', 'Richard Burton', 'Ava Gardner', 'Stephen McNally', 'Jean Simmons', 'Audie Murphy', 'Clark Gable', 'Giorgia Moll', 'Ann Sothern', 'Frank Sinatra', 'Humphrey Bogart', 'Anne Hathaway', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Vincent Price']]
Predicted Ans:    Marlon Brando
Predicted Path:   Dragonwyck --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Path (Raw):       Dragonwyck --[written_by]--> Joseph L. Mankiewicz --[(INV) written_by]--> Guys and Dolls --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   0.966417
Path Entropy(↓):  1.972232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by santiago segura starred which actors
Start Entity:     Santiago Segura
Gold Answer:      [['Neus Asensi', 'Javier Cámara']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[written_by]--> Álex de la Iglesia
Path (Raw):       Santiago Segura --[No Operation]--> Santiago Segura --[(INV) starred_actors]--> The Day of the Beast --[written_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.005590
Path Entropy(↓):  0.040425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by jason segel release
Start Entity:     Jason Segel
Gold Answer:      [['2008', '2010', '2014', '2002', '2012', '2011']]
Predicted Ans:    2011
Predicted Path:   Jason Segel --[(INV) starred_actors]--> Bad Teacher --[release_year]--> 2011
Path (Raw):       Jason Segel --[No Operation]--> Jason Segel --[(INV) starred_actors]--> Bad Teacher --[release_year]--> 2011
Neg LogProb(↓):   0.426781
Path Entropy(↓):  1.064815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by julian jarrold starred who
Start Entity:     Julian Jarrold
Gold Answer:      [['Agathe de La Boulaye', 'James McAvoy', 'Sienna Miller', 'Julie Walters', 'Anne Hathaway', 'Abbie Cornish', 'Toby Jones', 'James Cromwell', 'Claire Keim']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Julian Jarrold --[(INV) directed_by]--> Becoming Jane --[starred_actors]--> Anne Hathaway
Path (Raw):       Julian Jarrold --[No Operation]--> Julian Jarrold --[(INV) directed_by]--> Becoming Jane --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.668492
Path Entropy(↓):  1.615951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of absence of malice also starred in which movies
Start Entity:     Absence of Malice
Gold Answer:      [['The Hustler', 'The End', 'Soapdish', 'Eye for an Eye', 'Message in a Bottle', 'The Towering Inferno', 'The Silver Chalice', "Murphy's Romance", 'The Rack', 'The Life and Times of Judge Roy Bean', 'Torn Curtain', 'Sweet Bird of Youth', 'A New Kind of Love', 'Norma Rae', 'The Majestic', 'Hooper', 'Quintet', 'Winning', 'Places in the Heart', "Nobody's Fool", '2010', 'Butch Cassidy and the Sundance Kid', 'Dead Bang', 'The Prize', 'Beyond the Poseidon Adventure', 'Slap Shot', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Cars', 'What a Way to Go!', 'Cool Hand Luke', 'The Left Handed Gun', 'Where the Money Is', 'Lincoln', 'Not Without My Daughter', 'WUSA', 'Twilight', 'The Hudsucker Proxy', 'The Young Philadelphians', 'Sometimes a Great Notion', 'From the Terrace', 'Altered States', 'The Long, Hot Summer', 'Smokey and the Bandit', 'Kiss Me Goodbye', 'Paris Blues', 'Blaze', 'Forrest Gump', 'Stay Hungry', 'Pocket Money', 'The Verdict', 'The Sting', 'Cat on a Hot Tin Roof', 'The Color of Money', 'Hombre', 'Punchline', 'Mrs. Doubtfire', 'Harper', 'Hud', "Rally 'Round the Flag, Boys!", 'The Drowning Pool']]
Predicted Ans:    Cat on a Hot Tin Roof
Predicted Path:   Absence of Malice --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof
Path (Raw):       Absence of Malice --[starred_actors]--> Paul Newman --[No Operation]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof
Neg LogProb(↓):   1.426103
Path Entropy(↓):  2.534391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed experiment perilous
Start Entity:     Experiment Perilous
Gold Answer:      [['Aldo Ray', 'Simone Simon', 'Robert Mitchum', 'Virginia Mayo', 'Jane Randolph', 'Steve Reeves', 'Robert Stack', 'Anne Bancroft', 'Robert Ryan', 'Tom Conway', 'Burt Lancaster', 'Paul Lukas', 'Kirk Douglas', 'Boris Karloff', 'Nastassja Kinski', 'Merle Oberon', 'Brian Keith', 'Kent Smith', 'Jane Greer', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Hedy Lamarr
Predicted Path:   Experiment Perilous --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Path (Raw):       Experiment Perilous --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Neg LogProb(↓):   0.648017
Path Entropy(↓):  0.940907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in chronicle of an escape
Start Entity:     Chronicle of an Escape
Gold Answer:      [['Gustavo Cova', 'Marcelo Piñeyro', 'Walter Salles']]
Predicted Ans:    Marcelo Piñeyro
Predicted Path:   Chronicle of an Escape --[starred_actors]--> Pablo Echarri --[(INV) starred_actors]--> The Method --[directed_by]--> Marcelo Piñeyro
Path (Raw):       Chronicle of an Escape --[starred_actors]--> Pablo Echarri --[(INV) starred_actors]--> The Method --[directed_by]--> Marcelo Piñeyro
Neg LogProb(↓):   0.032138
Path Entropy(↓):  0.158833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by cunningham o'keefe
Start Entity:     Cunningham O'Keefe
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Cunningham O'Keefe --[(INV) written_by]--> Before Night Falls --[in_language]--> English
Path (Raw):       Cunningham O'Keefe --[No Operation]--> Cunningham O'Keefe --[(INV) written_by]--> Before Night Falls --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie welcome home, roxy carmichael were in which genres
Start Entity:     Welcome Home, Roxy Carmichael
Gold Answer:      [['Romance', 'Family', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Welcome Home, Roxy Carmichael --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> Heartburn --[has_genre]--> Drama
Path (Raw):       Welcome Home, Roxy Carmichael --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> Heartburn --[has_genre]--> Drama
Neg LogProb(↓):   0.273931
Path Entropy(↓):  0.957398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Male and female, when was it released
Start Entity:     Male and Female
Gold Answer:      [['1919']]
Predicted Ans:    1919
Predicted Path:   Male and Female --[release_year]--> 1919 --[(INV) release_year]--> Daddy-Long-Legs --[release_year]--> 1919
Path (Raw):       Male and Female --[release_year]--> 1919 --[(INV) release_year]--> Daddy-Long-Legs --[release_year]--> 1919
Neg LogProb(↓):   1.329039
Path Entropy(↓):  1.799433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie in two minds
Start Entity:     In Two Minds
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   In Two Minds --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       In Two Minds --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.396924
Path Entropy(↓):  4.701968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by george e. mather
Start Entity:     George E. Mather
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   George E. Mather --[(INV) starred_actors]--> Ring of Terror --[has_genre]--> Horror
Path (Raw):       George E. Mather --[No Operation]--> George E. Mather --[(INV) starred_actors]--> Ring of Terror --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is trail of the pink panther in
Start Entity:     Trail of the Pink Panther
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Trail of the Pink Panther --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Trail of the Pink Panther --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.385063
Path Entropy(↓):  4.451778
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of bob badway
Start Entity:     Bob Badway
Gold Answer:      [['Michael Emanuel']]
Predicted Ans:    Michael Emanuel
Predicted Path:   Bob Badway --[(INV) written_by]--> Scary or Die --[written_by]--> Michael Emanuel
Path (Raw):       Bob Badway --[No Operation]--> Bob Badway --[(INV) written_by]--> Scary or Die --[written_by]--> Michael Emanuel
Neg LogProb(↓):   0.152408
Path Entropy(↓):  0.407452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of a lizard in a woman's skin
Start Entity:     A Lizard in a Woman's Skin
Gold Answer:      [['Lucio Fulci']]
Predicted Ans:    Lucio Fulci
Predicted Path:   A Lizard in a Woman's Skin --[written_by]--> Lucio Fulci --[(INV) written_by]--> The House by the Cemetery --[directed_by]--> Lucio Fulci
Path (Raw):       A Lizard in a Woman's Skin --[written_by]--> Lucio Fulci --[(INV) written_by]--> The House by the Cemetery --[directed_by]--> Lucio Fulci
Neg LogProb(↓):   0.010451
Path Entropy(↓):  0.065722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the wrong man fall under
Start Entity:     The Wrong Man
Gold Answer:      [['Drama', 'Horror', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   The Wrong Man --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Path (Raw):       The Wrong Man --[written_by]--> Maxwell Anderson --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Neg LogProb(↓):   0.158775
Path Entropy(↓):  0.487076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of four days in july
Start Entity:     Four Days in July
Gold Answer:      [['High Hopes', 'Vera Drake', 'Meantime', 'Topsy-Turvy', 'Another Year', 'All or Nothing', 'Career Girls', 'Bleak Moments', 'Naked', 'Life Is Sweet', 'Mr. Turner', "Abigail's Party", 'Happy-Go-Lucky']]
Predicted Ans:    Naked
Predicted Path:   Four Days in July --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked
Path (Raw):       Four Days in July --[No Operation]--> Four Days in July --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked
Neg LogProb(↓):   0.909339
Path Entropy(↓):  1.403127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by smiley burnette in
Start Entity:     Smiley Burnette
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Smiley Burnette --[(INV) starred_actors]--> Boots and Saddles --[in_language]--> English
Path (Raw):       Smiley Burnette --[No Operation]--> Smiley Burnette --[(INV) starred_actors]--> Boots and Saddles --[in_language]--> English
Neg LogProb(↓):   0.010424
Path Entropy(↓):  0.062480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer gordon weaver
Start Entity:     Gordon Weaver
Gold Answer:      [['Charlie Sheen']]
Predicted Ans:    Charlie Sheen
Predicted Path:   Gordon Weaver --[(INV) written_by]--> Cadence --[starred_actors]--> Charlie Sheen
Path (Raw):       Gordon Weaver --[No Operation]--> Gordon Weaver --[(INV) written_by]--> Cadence --[starred_actors]--> Charlie Sheen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about shirley temple
Start Entity:     shirley temple
Gold Answer:      [['Stowaway', 'Baby Take a Bow', 'The Little Princess', 'Susannah of the Mounties', 'The Blue Bird', 'The Bachelor and the Bobby-Soxer', 'Little Miss Broadway', 'Curly Top', 'Captain January', 'The Little Colonel', 'Now and Forever', 'The Littlest Rebel', 'Wee Willie Winkie', 'Just Around the Corner', 'Stand Up and Cheer!', 'Poor Little Rich Girl', 'Bright Eyes', "I'll Be Seeing You", 'Rebecca of Sunnybrook Farm', 'Little Miss Marker']]
Predicted Ans:    Stowaway
Predicted Path:   shirley temple --[(INV) has_tags]--> Stowaway --[has_tags]--> william a. seiter --[(INV) has_tags]--> Stowaway
Path (Raw):       shirley temple --[(INV) has_tags]--> Stowaway --[has_tags]--> william a. seiter --[(INV) has_tags]--> Stowaway
Neg LogProb(↓):   0.101203
Path Entropy(↓):  0.455138
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of space station 76
Start Entity:     Space Station 76
Gold Answer:      [['Jack Plotnick', 'Sam Pancake', 'Michael Stoyanov', 'Kali Rocha']]
Predicted Ans:    Jack Plotnick
Predicted Path:   Space Station 76 --[written_by]--> Jack Plotnick --[(INV) written_by]--> Space Station 76 --[written_by]--> Jack Plotnick
Path (Raw):       Space Station 76 --[written_by]--> Jack Plotnick --[(INV) written_by]--> Space Station 76 --[written_by]--> Jack Plotnick
Neg LogProb(↓):   0.628858
Path Entropy(↓):  1.441907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor eddie malavarca co - starred with who
Start Entity:     Eddie Malavarca
Gold Answer:      [['Debbon Ayer', 'Dwight Ewell', 'Will Arnett']]
Predicted Ans:    Eddie Malavarca
Predicted Path:   Eddie Malavarca --[(INV) starred_actors]--> The Waiting Game --[starred_actors]--> Eddie Malavarca
Path (Raw):       Eddie Malavarca --[No Operation]--> Eddie Malavarca --[(INV) starred_actors]--> The Waiting Game --[starred_actors]--> Eddie Malavarca
Neg LogProb(↓):   0.632347
Path Entropy(↓):  0.774188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films written by ward morehouse release
Start Entity:     Ward Morehouse
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Ward Morehouse --[(INV) written_by]--> Big City Blues --[release_year]--> 1932
Path (Raw):       Ward Morehouse --[No Operation]--> Ward Morehouse --[(INV) written_by]--> Big City Blues --[release_year]--> 1932
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie without limits
Start Entity:     Without Limits
Gold Answer:      [['Sport']]
Predicted Ans:    Sport
Predicted Path:   Without Limits --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Path (Raw):       Without Limits --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   0.004200
Path Entropy(↓):  0.032613
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of erased
Start Entity:     Erased
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Erased --[directed_by]--> Philipp Stölzl --[(INV) directed_by]--> Young Goethe in Love --[has_genre]--> Drama
Path (Raw):       Erased --[directed_by]--> Philipp Stölzl --[(INV) directed_by]--> Young Goethe in Love --[has_genre]--> Drama
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of stop train 349
Start Entity:     Stop Train 349
Gold Answer:      [['Rolf Hädrich']]
Predicted Ans:    Rolf Hädrich
Predicted Path:   Stop Train 349 --[directed_by]--> Rolf Hädrich --[(INV) directed_by]--> Stop Train 349 --[directed_by]--> Rolf Hädrich
Path (Raw):       Stop Train 349 --[directed_by]--> Rolf Hädrich --[(INV) directed_by]--> Stop Train 349 --[directed_by]--> Rolf Hädrich
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by naseeruddin shah
Start Entity:     Naseeruddin Shah
Gold Answer:      [['Jag Mundhra', 'Prakash Jha', 'Anjum Rajabali', 'Zoya Akhtar', 'Farhan Akhtar', 'Zafar Hai', 'Pan Nalin', 'Alan Moore', "Kevin O'Neill"]]
Predicted Ans:    Jag Mundhra
Predicted Path:   Naseeruddin Shah --[(INV) starred_actors]--> Shoot on Sight --[written_by]--> Jag Mundhra
Path (Raw):       Naseeruddin Shah --[No Operation]--> Naseeruddin Shah --[(INV) starred_actors]--> Shoot on Sight --[written_by]--> Jag Mundhra
Neg LogProb(↓):   0.202850
Path Entropy(↓):  0.481007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by joseph castelo
Start Entity:     Joseph Castelo
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Joseph Castelo --[(INV) written_by]--> The War Within --[has_genre]--> Drama
Path (Raw):       Joseph Castelo --[No Operation]--> Joseph Castelo --[(INV) written_by]--> The War Within --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by maeve binchy released
Start Entity:     Maeve Binchy
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Maeve Binchy --[(INV) written_by]--> Circle of Friends --[release_year]--> 1995
Path (Raw):       Maeve Binchy --[No Operation]--> Maeve Binchy --[(INV) written_by]--> Circle of Friends --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with casablanca express were released in which years
Start Entity:     Casablanca Express
Gold Answer:      [['1973', '1975']]
Predicted Ans:    1975
Predicted Path:   Casablanca Express --[written_by]--> Sergio Martino --[(INV) written_by]--> Gambling City --[release_year]--> 1975
Path (Raw):       Casablanca Express --[written_by]--> Sergio Martino --[(INV) written_by]--> Gambling City --[release_year]--> 1975
Neg LogProb(↓):   0.194938
Path Entropy(↓):  0.546749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of kopps
Start Entity:     Kopps
Gold Answer:      [['Zozo', 'Jalla! Jalla!']]
Predicted Ans:    Jalla! Jalla!
Predicted Path:   Kopps --[directed_by]--> Josef Fares --[(INV) directed_by]--> Jalla! Jalla!
Path (Raw):       Kopps --[No Operation]--> Kopps --[directed_by]--> Josef Fares --[(INV) directed_by]--> Jalla! Jalla!
Neg LogProb(↓):   0.085245
Path Entropy(↓):  0.325725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by matthew lillard were in which genres
Start Entity:     Matthew Lillard
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Matthew Lillard --[(INV) directed_by]--> Fat Kid Rules the World --[has_genre]--> Comedy
Path (Raw):       Matthew Lillard --[No Operation]--> Matthew Lillard --[(INV) directed_by]--> Fat Kid Rules the World --[has_genre]--> Comedy
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by adolphe menjou
Start Entity:     Adolphe Menjou
Gold Answer:      [['1980', '1954', '1936', '1935', '1974', '1939', '1933', '1957', '1951', '2010', '1947', '1932', '1956', '1931', '1943', '1976', '1942', '1934', '1952', '1969', '1937', '1930']]
Predicted Ans:    1943
Predicted Path:   Adolphe Menjou --[(INV) starred_actors]--> Hi Diddle Diddle --[release_year]--> 1943
Path (Raw):       Adolphe Menjou --[No Operation]--> Adolphe Menjou --[(INV) starred_actors]--> Hi Diddle Diddle --[release_year]--> 1943
Neg LogProb(↓):   1.476336
Path Entropy(↓):  1.868297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of exorcismus
Start Entity:     Exorcismus
Gold Answer:      [['The Returned']]
Predicted Ans:    Drama
Predicted Path:   Exorcismus --[directed_by]--> Manuel Carballo --[(INV) directed_by]--> The Returned --[has_genre]--> Drama
Path (Raw):       Exorcismus --[directed_by]--> Manuel Carballo --[(INV) directed_by]--> The Returned --[has_genre]--> Drama
Neg LogProb(↓):   0.041463
Path Entropy(↓):  0.172152
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film attack
Start Entity:     Attack
Gold Answer:      [['1980', '1946', '1954', '1959', '1967', '1974', '1984', '1968', '1963', '1957', '2010', '1953', '1994', '1956', '1983', '1972', '1981', '1955', '1986', '1962', '1964', '1975', '1966', '1950', '1965', '1969', '1952', '1958']]
Predicted Ans:    1956
Predicted Path:   Attack --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Attack --[starred_actors]--> Lee Marvin --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   0.832419
Path Entropy(↓):  1.878123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the salt of the earth
Start Entity:     The Salt of the Earth
Gold Answer:      [['wim wenders']]
Predicted Ans:    wim wenders
Predicted Path:   The Salt of the Earth --[has_tags]--> wim wenders --[(INV) has_tags]--> The Salt of the Earth --[has_tags]--> wim wenders
Path (Raw):       The Salt of the Earth --[has_tags]--> wim wenders --[(INV) has_tags]--> The Salt of the Earth --[has_tags]--> wim wenders
Neg LogProb(↓):   0.033837
Path Entropy(↓):  0.162975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of signs
Start Entity:     Signs
Gold Answer:      [['Jaden Smith', 'Dana Delany', 'Bruce Willis', 'Samuel L. Jackson', 'Denis Leary', 'Will Smith', 'Haley Joel Osment', 'Joseph Cross', 'Paul Giamatti', 'Bryce Dallas Howard', 'Dev Patel', 'Nicola Peltz', 'Jackson Rathbone', 'Noah Ringer']]
Predicted Ans:    Bruce Willis
Predicted Path:   Signs --[directed_by]--> M. Night Shyamalan --[(INV) directed_by]--> The Sixth Sense --[starred_actors]--> Bruce Willis
Path (Raw):       Signs --[directed_by]--> M. Night Shyamalan --[(INV) directed_by]--> The Sixth Sense --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.012030
Path Entropy(↓):  0.077963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie leprechaun 2 are directed by who
Start Entity:     Leprechaun 2
Gold Answer:      [['Ron Howard', 'Mark Jones']]
Predicted Ans:    Mark Jones
Predicted Path:   Leprechaun 2 --[starred_actors]--> Warwick Davis --[(INV) starred_actors]--> Leprechaun --[directed_by]--> Mark Jones
Path (Raw):       Leprechaun 2 --[starred_actors]--> Warwick Davis --[(INV) starred_actors]--> Leprechaun --[directed_by]--> Mark Jones
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by luana anders
Start Entity:     Luana Anders
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Luana Anders --[(INV) starred_actors]--> Dementia 13 --[directed_by]--> Francis Ford Coppola
Path (Raw):       Luana Anders --[No Operation]--> Luana Anders --[(INV) starred_actors]--> Dementia 13 --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of caroline goodall acted films
Start Entity:     Caroline Goodall
Gold Answer:      [['Elyne Mitchell', 'Jon Stephens', 'John Tatoulis']]
Predicted Ans:    Jon Stephens
Predicted Path:   Caroline Goodall --[(INV) starred_actors]--> The Silver Brumby --[written_by]--> Jon Stephens
Path (Raw):       Caroline Goodall --[No Operation]--> Caroline Goodall --[(INV) starred_actors]--> The Silver Brumby --[written_by]--> Jon Stephens
Neg LogProb(↓):   0.069611
Path Entropy(↓):  0.254719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of felicity mason acted films
Start Entity:     Felicity Mason
Gold Answer:      [['Peter Spierig']]
Predicted Ans:    Peter Spierig
Predicted Path:   Felicity Mason --[(INV) starred_actors]--> Undead --[directed_by]--> Peter Spierig
Path (Raw):       Felicity Mason --[No Operation]--> Felicity Mason --[(INV) starred_actors]--> Undead --[directed_by]--> Peter Spierig
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in throw momma from the train
Start Entity:     Throw Momma from the Train
Gold Answer:      [['1980', '2008', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '1994', '1956', '1983', '1995', '2001', '1989', '1996', '2002', '1981', '2012', '2013', '1988', '1978', '2000', '1997', '1991', '1999', '1987', '1986']]
Predicted Ans:    1983
Predicted Path:   Throw Momma from the Train --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Terms of Endearment --[release_year]--> 1983
Path (Raw):       Throw Momma from the Train --[starred_actors]--> Danny DeVito --[(INV) starred_actors]--> Terms of Endearment --[release_year]--> 1983
Neg LogProb(↓):   1.505626
Path Entropy(↓):  2.369766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by larry brand
Start Entity:     Larry Brand
Gold Answer:      [['2009', '2013']]
Predicted Ans:    2013
Predicted Path:   Larry Brand --[(INV) written_by]--> The Girl on the Train --[release_year]--> 2013
Path (Raw):       Larry Brand --[No Operation]--> Larry Brand --[(INV) written_by]--> The Girl on the Train --[release_year]--> 2013
Neg LogProb(↓):   0.248341
Path Entropy(↓):  0.532503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of my soul to take starred who
Start Entity:     My Soul to Take
Gold Answer:      [['Rachel McAdams', 'Heather Langenkamp', 'Ronee Blakley', 'Louis Jourdan', 'Kyle Gallner', 'Eddie Murphy', 'Amanda Wyss', 'Maren Jensen', 'Meryl Streep', 'Everett McGill', 'Peter Berg', 'Rooney Mara', 'Mitch Pileggi', 'Bill Pullman', 'Cillian Murphy', 'Adrienne Barbeau', 'Katie Cassidy', 'Kadeem Hardison', 'Wendy Robie', 'Sharon Stone', 'Ray Wise', 'Michael Murphy', 'Angela Bassett', 'Allen Payne', 'Drew Barrymore', 'Jackie Earle Haley', 'John Saxon', 'Garret Dillahunt']]
Predicted Ans:    Sharon Stone
Predicted Path:   My Soul to Take --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Path (Raw):       My Soul to Take --[directed_by]--> Wes Craven --[(INV) directed_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.306131
Path Entropy(↓):  0.907490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by ntozake shange
Start Entity:     Ntozake Shange
Gold Answer:      [['Loretta Devine', 'Janet Jackson', 'Kimberly Elise', 'Thandie Newton']]
Predicted Ans:    Loretta Devine
Predicted Path:   Ntozake Shange --[(INV) written_by]--> For Colored Girls --[starred_actors]--> Loretta Devine
Path (Raw):       Ntozake Shange --[No Operation]--> Ntozake Shange --[(INV) written_by]--> For Colored Girls --[starred_actors]--> Loretta Devine
Neg LogProb(↓):   0.015838
Path Entropy(↓):  0.082930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the big house
Start Entity:     The Big House
Gold Answer:      [['Martin Flavin', 'Joseph Farnham', 'Frances Marion']]
Predicted Ans:    Martin Flavin
Predicted Path:   The Big House --[written_by]--> Martin Flavin --[(INV) written_by]--> The Criminal Code --[written_by]--> Martin Flavin
Path (Raw):       The Big House --[written_by]--> Martin Flavin --[(INV) written_by]--> The Criminal Code --[written_by]--> Martin Flavin
Neg LogProb(↓):   0.575256
Path Entropy(↓):  0.933002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by paul king
Start Entity:     Paul King
Gold Answer:      [['Hamish McColl', 'Michael Bond']]
Predicted Ans:    Paul King
Predicted Path:   Paul King --[(INV) directed_by]--> Bunny and the Bull --[written_by]--> Paul King
Path (Raw):       Paul King --[No Operation]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[written_by]--> Paul King
Neg LogProb(↓):   0.010979
Path Entropy(↓):  0.063070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies can be described by robert greenwald
Start Entity:     robert greenwald
Gold Answer:      [['Xanadu']]
Predicted Ans:    Xanadu
Predicted Path:   robert greenwald --[(INV) has_tags]--> Xanadu --[written_by]--> Marc Reid Rubel --[(INV) written_by]--> Xanadu
Path (Raw):       robert greenwald --[(INV) has_tags]--> Xanadu --[written_by]--> Marc Reid Rubel --[(INV) written_by]--> Xanadu
Neg LogProb(↓):   0.929750
Path Entropy(↓):  1.089710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with stephen susco
Start Entity:     Stephen Susco
Gold Answer:      [['Takashi Shimizu', 'Jack Ketchum']]
Predicted Ans:    Stephen Susco
Predicted Path:   Stephen Susco --[(INV) written_by]--> The Grudge --[written_by]--> Stephen Susco
Path (Raw):       Stephen Susco --[No Operation]--> Stephen Susco --[(INV) written_by]--> The Grudge --[written_by]--> Stephen Susco
Neg LogProb(↓):   0.127059
Path Entropy(↓):  0.418692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the film ordinary people
Start Entity:     Ordinary People
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Ordinary People --[release_year]--> 1980 --[(INV) release_year]--> Spetters --[release_year]--> 1980
Path (Raw):       Ordinary People --[release_year]--> 1980 --[(INV) release_year]--> Spetters --[release_year]--> 1980
Neg LogProb(↓):   2.729051
Path Entropy(↓):  3.900891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the earrings of madame de... writers
Start Entity:     The Earrings of Madame de...
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Earrings of Madame de... --[written_by]--> Max Ophüls --[(INV) written_by]--> Everybody's Woman --[has_genre]--> Drama
Path (Raw):       The Earrings of Madame de... --[written_by]--> Max Ophüls --[(INV) written_by]--> Everybody's Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.001419
Path Entropy(↓):  0.010760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed purple violets
Start Entity:     Purple Violets
Gold Answer:      [['Edward Burns']]
Predicted Ans:    Edward Burns
Predicted Path:   Purple Violets --[directed_by]--> Edward Burns --[(INV) directed_by]--> The Groomsmen --[directed_by]--> Edward Burns
Path (Raw):       Purple Violets --[directed_by]--> Edward Burns --[(INV) directed_by]--> The Groomsmen --[directed_by]--> Edward Burns
Neg LogProb(↓):   0.270281
Path Entropy(↓):  0.742131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by james l. brooks release
Start Entity:     James L. Brooks
Gold Answer:      [['1983', '1997', '2010', '2004', '1994', '1979', '1987', '2007']]
Predicted Ans:    1983
Predicted Path:   James L. Brooks --[(INV) written_by]--> Terms of Endearment --[release_year]--> 1983
Path (Raw):       James L. Brooks --[No Operation]--> James L. Brooks --[(INV) written_by]--> Terms of Endearment --[release_year]--> 1983
Neg LogProb(↓):   0.351898
Path Entropy(↓):  0.880802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
According to greta, when was it released
Start Entity:     According to Greta
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   According to Greta --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       According to Greta --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.242412
Path Entropy(↓):  4.777171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed sayonara
Start Entity:     Sayonara
Gold Answer:      [['1960', '1961', '1967', '1932', '1969', '1955', '1958', '1956']]
Predicted Ans:    1955
Predicted Path:   Sayonara --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[release_year]--> 1955
Path (Raw):       Sayonara --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[release_year]--> 1955
Neg LogProb(↓):   0.992021
Path Entropy(↓):  1.616355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie remember the daze released
Start Entity:     Remember the Daze
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Remember the Daze --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Remember the Daze --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.432237
Path Entropy(↓):  4.695874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie polisse are written by who
Start Entity:     Polisse
Gold Answer:      [['Christopher Guest', 'Eric Lartigau', 'Douglas Kennedy', 'François Ozon', 'Laurent Cantet', 'Pierre Barillet']]
Predicted Ans:    Eric Lartigau
Predicted Path:   Polisse --[starred_actors]--> Marina Foïs --[(INV) starred_actors]--> The Big Picture --[written_by]--> Eric Lartigau
Path (Raw):       Polisse --[starred_actors]--> Marina Foïs --[(INV) starred_actors]--> The Big Picture --[written_by]--> Eric Lartigau
Neg LogProb(↓):   0.105750
Path Entropy(↓):  0.429324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of rocky balboa
Start Entity:     Rocky Balboa
Gold Answer:      [['George P. Cosmatos', 'Gary Fleder', 'Renny Harlin', 'Sylvester Stallone', 'Patrick Hughes', 'Menahem Golan', 'Ted Kotcheff', 'Simon West', 'John G. Avildsen', 'Bob Clark']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Rocky Balboa --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Path (Raw):       Rocky Balboa --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Neg LogProb(↓):   0.209715
Path Entropy(↓):  0.807112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie ulee's gold
Start Entity:     Ulee's Gold
Gold Answer:      [['Walter Hill', 'Mark Steven Johnson', 'Michael Almereyda', 'Roger Corman', 'Robert Rossen', 'Jack Sholder', 'Francis Ford Coppola', 'Christopher Menaul', 'Dennis Hopper', 'Richard T. Heffron', 'Peter Fonda']]
Predicted Ans:    Christopher Menaul
Predicted Path:   Ulee's Gold --[starred_actors]--> Peter Fonda --[(INV) starred_actors]--> The Passion of Ayn Rand --[directed_by]--> Christopher Menaul
Path (Raw):       Ulee's Gold --[starred_actors]--> Peter Fonda --[(INV) starred_actors]--> The Passion of Ayn Rand --[directed_by]--> Christopher Menaul
Neg LogProb(↓):   0.400660
Path Entropy(↓):  0.901353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of dudley do - right
Start Entity:     Dudley Do-Right
Gold Answer:      [['Leslie Mann', 'Brendan Fraser', 'Thomas Haden Church']]
Predicted Ans:    Brendan Fraser
Predicted Path:   Dudley Do-Right --[written_by]--> Jay Ward --[(INV) written_by]--> George of the Jungle --[starred_actors]--> Brendan Fraser
Path (Raw):       Dudley Do-Right --[written_by]--> Jay Ward --[(INV) written_by]--> George of the Jungle --[starred_actors]--> Brendan Fraser
Neg LogProb(↓):   0.114451
Path Entropy(↓):  0.346910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the mosquito coast
Start Entity:     The Mosquito Coast
Gold Answer:      [['Peter Weir']]
Predicted Ans:    Peter Weir
Predicted Path:   The Mosquito Coast --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[directed_by]--> Peter Weir
Path (Raw):       The Mosquito Coast --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[directed_by]--> Peter Weir
Neg LogProb(↓):   0.127199
Path Entropy(↓):  0.370086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed track of the cat
Start Entity:     Track of the Cat
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   Track of the Cat --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Magic Town --[directed_by]--> William A. Wellman
Path (Raw):       Track of the Cat --[directed_by]--> William A. Wellman --[(INV) directed_by]--> Magic Town --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.809165
Path Entropy(↓):  1.192875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by david henry hwang released
Start Entity:     David Henry Hwang
Gold Answer:      [['1994', '1993']]
Predicted Ans:    1993
Predicted Path:   David Henry Hwang --[(INV) written_by]--> M. Butterfly --[release_year]--> 1993
Path (Raw):       David Henry Hwang --[No Operation]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[release_year]--> 1993
Neg LogProb(↓):   0.004893
Path Entropy(↓):  0.030880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of booty call
Start Entity:     Booty Call
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Booty Call --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Booty Call --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.112040
Path Entropy(↓):  4.294769
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by kinji fukasaku
Start Entity:     Kinji Fukasaku
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[has_genre]--> Crime
Path (Raw):       Kinji Fukasaku --[No Operation]--> Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[has_genre]--> Crime
Neg LogProb(↓):   0.007609
Path Entropy(↓):  0.047242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by sheila florance were directed by who
Start Entity:     Sheila Florance
Gold Answer:      [['Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Sheila Florance --[(INV) starred_actors]--> A Woman's Tale --[directed_by]--> Paul Cox
Path (Raw):       Sheila Florance --[No Operation]--> Sheila Florance --[(INV) starred_actors]--> A Woman's Tale --[directed_by]--> Paul Cox
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with decision before dawn fall under
Start Entity:     Decision Before Dawn
Gold Answer:      [['Drama', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Decision Before Dawn --[starred_actors]--> Oskar Werner --[(INV) starred_actors]--> Fahrenheit 451 --[has_genre]--> Drama
Path (Raw):       Decision Before Dawn --[starred_actors]--> Oskar Werner --[(INV) starred_actors]--> Fahrenheit 451 --[has_genre]--> Drama
Neg LogProb(↓):   0.704042
Path Entropy(↓):  1.246098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in house of cards
Start Entity:     House of Cards
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   House of Cards --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Path (Raw):       House of Cards --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Neg LogProb(↓):   0.965204
Path Entropy(↓):  2.103443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film quinceanera
Start Entity:     Quinceañera
Gold Answer:      [['Wash Westmoreland', 'Lisa Genova', 'Richard Glatzer']]
Predicted Ans:    Wash Westmoreland
Predicted Path:   Quinceañera --[directed_by]--> Wash Westmoreland --[(INV) directed_by]--> Still Alice --[written_by]--> Wash Westmoreland
Path (Raw):       Quinceañera --[directed_by]--> Wash Westmoreland --[(INV) directed_by]--> Still Alice --[written_by]--> Wash Westmoreland
Neg LogProb(↓):   0.080951
Path Entropy(↓):  0.359036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed fed up
Start Entity:     Fed Up
Gold Answer:      [['Stephanie Soechtig']]
Predicted Ans:    Stephanie Soechtig
Predicted Path:   Fed Up --[directed_by]--> Stephanie Soechtig --[(INV) directed_by]--> Tapped --[directed_by]--> Stephanie Soechtig
Path (Raw):       Fed Up --[directed_by]--> Stephanie Soechtig --[(INV) directed_by]--> Tapped --[directed_by]--> Stephanie Soechtig
Neg LogProb(↓):   0.165106
Path Entropy(↓):  0.430296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the mating season
Start Entity:     The Mating Season
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   The Mating Season --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Path (Raw):       The Mating Season --[release_year]--> 1951 --[(INV) release_year]--> Best of the Badmen --[release_year]--> 1951
Neg LogProb(↓):   1.665518
Path Entropy(↓):  2.930514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of faraway, so close!
Start Entity:     Faraway, So Close!
Gold Answer:      [['Richard Reitinger', 'Ulrich Zieger', 'Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   Faraway, So Close! --[written_by]--> Richard Reitinger --[(INV) written_by]--> Faraway, So Close! --[written_by]--> Wim Wenders
Path (Raw):       Faraway, So Close! --[written_by]--> Richard Reitinger --[(INV) written_by]--> Faraway, So Close! --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.511464
Path Entropy(↓):  0.819060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with caged heat
Start Entity:     Caged Heat
Gold Answer:      [['Stop Making Sense', 'The Truth About Charlie']]
Predicted Ans:    The Truth About Charlie
Predicted Path:   Caged Heat --[written_by]--> Jonathan Demme --[(INV) written_by]--> The Truth About Charlie
Path (Raw):       Caged Heat --[written_by]--> Jonathan Demme --[(INV) written_by]--> The Truth About Charlie --[No Operation]--> The Truth About Charlie
Neg LogProb(↓):   0.000697
Path Entropy(↓):  0.006083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in doppelganger
Start Entity:     Doppelganger
Gold Answer:      [['Hiromi Nagasaku']]
Predicted Ans:    Hiromi Nagasaku
Predicted Path:   Doppelganger --[starred_actors]--> Hiromi Nagasaku --[(INV) starred_actors]--> Doppelganger --[starred_actors]--> Hiromi Nagasaku
Path (Raw):       Doppelganger --[starred_actors]--> Hiromi Nagasaku --[(INV) starred_actors]--> Doppelganger --[starred_actors]--> Hiromi Nagasaku
Neg LogProb(↓):   0.453077
Path Entropy(↓):  0.991564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the best intentions in
Start Entity:     The Best Intentions
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   The Best Intentions --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Path (Raw):       The Best Intentions --[in_language]--> Swedish --[(INV) in_language]--> Face to Face --[in_language]--> Swedish
Neg LogProb(↓):   1.378312
Path Entropy(↓):  2.458103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film chalet girl
Start Entity:     Chalet Girl
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chalet Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Chalet Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.285177
Path Entropy(↓):  4.541601
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of binnie barnes
Start Entity:     Binnie Barnes
Gold Answer:      [['Walter Slezak', 'Ralph Richardson', 'John Carradine', 'Eric Schweig', 'Randolph Scott', 'Henry Wilcoxon', 'Wallace Beery', 'Barbara Bedford', 'Paul Henreid', 'Madeleine Stowe', 'Alan Roscoe', 'Lillian Hall', 'George Murphy', 'Eleanor Powell', 'Russell Means', 'William Powell', 'Laurence Olivier', 'Robert Taylor', 'Rosalind Russell', 'Lionel Atwill', 'Merle Oberon', "Maureen O'Hara"]]
Predicted Ans:    William Powell
Predicted Path:   Binnie Barnes --[(INV) starred_actors]--> Rendezvous --[starred_actors]--> William Powell
Path (Raw):       Binnie Barnes --[No Operation]--> Binnie Barnes --[(INV) starred_actors]--> Rendezvous --[starred_actors]--> William Powell
Neg LogProb(↓):   0.489345
Path Entropy(↓):  1.067502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the golden compass
Start Entity:     The Golden Compass
Gold Answer:      [['Jason Biggs', 'Thomas Ian Nicholas', 'Alyson Hannigan', 'Hugh Grant', 'Chris Klein', 'Nicholas Hoult']]
Predicted Ans:    Nicholas Hoult
Predicted Path:   The Golden Compass --[directed_by]--> Chris Weitz --[(INV) directed_by]--> About a Boy --[starred_actors]--> Nicholas Hoult
Path (Raw):       The Golden Compass --[directed_by]--> Chris Weitz --[(INV) directed_by]--> About a Boy --[starred_actors]--> Nicholas Hoult
Neg LogProb(↓):   0.376271
Path Entropy(↓):  0.782629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by david veloz release
Start Entity:     David Veloz
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   David Veloz --[(INV) written_by]--> Permanent Midnight --[release_year]--> 1998
Path (Raw):       David Veloz --[No Operation]--> David Veloz --[(INV) written_by]--> Permanent Midnight --[release_year]--> 1998
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in according to spencer
Start Entity:     According to Spencer
Gold Answer:      [['Hebrew', 'English']]
Predicted Ans:    English
Predicted Path:   According to Spencer --[starred_actors]--> Mia Kirshner --[(INV) starred_actors]--> Mad City --[in_language]--> English
Path (Raw):       According to Spencer --[starred_actors]--> Mia Kirshner --[(INV) starred_actors]--> Mad City --[in_language]--> English
Neg LogProb(↓):   0.133651
Path Entropy(↓):  0.378140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did jules bass direct
Start Entity:     Jules Bass
Gold Answer:      [['The Flight of Dragons', 'The Last Unicorn']]
Predicted Ans:    The Last Unicorn
Predicted Path:   Jules Bass --[(INV) directed_by]--> The Last Unicorn --[directed_by]--> Jules Bass --[(INV) directed_by]--> The Last Unicorn
Path (Raw):       Jules Bass --[(INV) directed_by]--> The Last Unicorn --[directed_by]--> Jules Bass --[(INV) directed_by]--> The Last Unicorn
Neg LogProb(↓):   0.000336
Path Entropy(↓):  0.003038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was cinderella directed by
Start Entity:     Cinderella
Gold Answer:      [['James Kirkwood']]
Predicted Ans:    James Kirkwood
Predicted Path:   Cinderella --[directed_by]--> James Kirkwood --[(INV) directed_by]--> Cinderella --[directed_by]--> James Kirkwood
Path (Raw):       Cinderella --[directed_by]--> James Kirkwood --[(INV) directed_by]--> Cinderella --[directed_by]--> James Kirkwood
Neg LogProb(↓):   0.561985
Path Entropy(↓):  0.843770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the princess o'rourke director
Start Entity:     Princess O'Rourke
Gold Answer:      [['Norman Krasna']]
Predicted Ans:    Norman Krasna
Predicted Path:   Princess O'Rourke --[directed_by]--> Norman Krasna --[(INV) directed_by]--> Princess O'Rourke --[written_by]--> Norman Krasna
Path (Raw):       Princess O'Rourke --[directed_by]--> Norman Krasna --[(INV) directed_by]--> Princess O'Rourke --[written_by]--> Norman Krasna
Neg LogProb(↓):   0.021375
Path Entropy(↓):  0.112238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by daryl wein
Start Entity:     Daryl Wein
Gold Answer:      [['Peter Duchan']]
Predicted Ans:    Daryl Wein
Predicted Path:   Daryl Wein --[(INV) written_by]--> Lola Versus --[written_by]--> Daryl Wein
Path (Raw):       Daryl Wein --[No Operation]--> Daryl Wein --[(INV) written_by]--> Lola Versus --[written_by]--> Daryl Wein
Neg LogProb(↓):   0.329557
Path Entropy(↓):  0.852655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote same old song
Start Entity:     Same Old Song
Gold Answer:      [['Agnès Jaoui', 'Alain Resnais', 'Cédric Klapisch']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Same Old Song --[written_by]--> Agnès Jaoui --[(INV) written_by]--> Let's Talk About the Rain --[directed_by]--> Agnès Jaoui
Path (Raw):       Same Old Song --[written_by]--> Agnès Jaoui --[(INV) written_by]--> Let's Talk About the Rain --[directed_by]--> Agnès Jaoui
Neg LogProb(↓):   0.395052
Path Entropy(↓):  0.955528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for now, voyager
Start Entity:     Now, Voyager
Gold Answer:      [['Irving Rapper']]
Predicted Ans:    Irving Rapper
Predicted Path:   Now, Voyager --[directed_by]--> Irving Rapper --[(INV) directed_by]--> Now, Voyager --[directed_by]--> Irving Rapper
Path (Raw):       Now, Voyager --[directed_by]--> Irving Rapper --[(INV) directed_by]--> Now, Voyager --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.456110
Path Entropy(↓):  0.859873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film baby the rain must fall was directed by who
Start Entity:     Baby the Rain Must Fall
Gold Answer:      [['Robert Mulligan']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Baby the Rain Must Fall --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Path (Raw):       Baby the Rain Must Fall --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Same Time, Next Year --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.156182
Path Entropy(↓):  0.606195
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed it's love i'm after
Start Entity:     It's Love I'm After
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   It's Love I'm After --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Moontide --[has_genre]--> Drama
Path (Raw):       It's Love I'm After --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Moontide --[has_genre]--> Drama
Neg LogProb(↓):   0.952271
Path Entropy(↓):  1.141457
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by keisuke kinoshita
Start Entity:     Keisuke Kinoshita
Gold Answer:      [['Twenty-Four Eyes', 'Carmen Comes Home']]
Predicted Ans:    Carmen Comes Home
Predicted Path:   Keisuke Kinoshita --[(INV) written_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita --[(INV) written_by]--> Carmen Comes Home
Path (Raw):       Keisuke Kinoshita --[(INV) written_by]--> Carmen Comes Home --[written_by]--> Keisuke Kinoshita --[(INV) written_by]--> Carmen Comes Home
Neg LogProb(↓):   0.029984
Path Entropy(↓):  0.137359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of gauri starred movies
Start Entity:     Gauri
Gold Answer:      [['Jennifer Lee', 'Shivajee Chandrabhushan', 'Chris Buck', 'Adam Green']]
Predicted Ans:    Chris Buck
Predicted Path:   Gauri --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Path (Raw):       Gauri --[No Operation]--> Gauri --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.712300
Path Entropy(↓):  0.905947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film either way
Start Entity:     Either Way
Gold Answer:      [['Hafsteinn Gunnar Sigurðsson']]
Predicted Ans:    Hafsteinn Gunnar Sigurðsson
Predicted Path:   Either Way --[written_by]--> Hafsteinn Gunnar Sigurðsson --[(INV) written_by]--> Either Way --[written_by]--> Hafsteinn Gunnar Sigurðsson
Path (Raw):       Either Way --[written_by]--> Hafsteinn Gunnar Sigurðsson --[(INV) written_by]--> Either Way --[written_by]--> Hafsteinn Gunnar Sigurðsson
Neg LogProb(↓):   0.001094
Path Entropy(↓):  0.008548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of hard times
Start Entity:     Hard Times
Gold Answer:      [['Messenger of Death', 'St. Ives', 'Machine-Gun Kelly', 'Death Hunt', "Murphy's Law", '10 to Midnight', 'Death Wish', 'Cold Sweat', 'Mr. Majestyk', 'The Dirty Dozen', 'This Property Is Condemned', "You Can't Win 'Em All", 'Once Upon a Time in the West', 'Love and Bullets', 'The Evil That Men Do', 'The Magnificent Seven', 'Death Wish II', 'Lola', 'Breakheart Pass', 'The Mechanic', 'The Valachi Papers', 'Assassination', 'Telefon', 'Breakout', "Chato's Land", 'Death Wish 3']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   Hard Times --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       Hard Times --[starred_actors]--> Charles Bronson --[No Operation]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   0.235542
Path Entropy(↓):  1.010092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by robert cummings were written by who
Start Entity:     Robert Cummings
Gold Answer:      [['Frederick Knott', 'Henry Bellamann', 'Norman Krasna', 'Joan Harrison', 'Casey Robinson', 'Dorothy Parker', 'Hanns Kräly', 'Peter Viertel']]
Predicted Ans:    Casey Robinson
Predicted Path:   Robert Cummings --[(INV) starred_actors]--> Kings Row --[written_by]--> Casey Robinson
Path (Raw):       Robert Cummings --[No Operation]--> Robert Cummings --[(INV) starred_actors]--> Kings Row --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.420799
Path Entropy(↓):  0.965907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the magic flute
Start Entity:     The Magic Flute
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'Franco Zeffirelli', 'Liv Ullmann', 'Kenneth Branagh', 'Grigori Kozintsev', 'Joss Whedon', 'Bille August', 'Ingmar Bergman', 'Baran bo Odar', 'Stephen Fry', 'Laurence Olivier', 'Tony Richardson', 'Jordan Barker', 'Richard Brooks', 'Steve McQueen', 'Harold Prince', 'Alf Sjöberg', 'Akira Kurosawa']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Magic Flute --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       The Magic Flute --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.725398
Path Entropy(↓):  1.676098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of tomomi mochizuki directed movies
Start Entity:     Tomomi Mochizuki
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Tomomi Mochizuki --[(INV) directed_by]--> Ocean Waves --[release_year]--> 1993
Path (Raw):       Tomomi Mochizuki --[No Operation]--> Tomomi Mochizuki --[(INV) directed_by]--> Ocean Waves --[release_year]--> 1993
Neg LogProb(↓):   0.000112
Path Entropy(↓):  0.001127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by l. a. confidential actors
Start Entity:     L.A. Confidential
Gold Answer:      [['RZA', 'Geoff Burton', 'Kevin Dowling', 'Aaron Kim Johnston', 'John Polson', 'Paul Haggis', 'Michael Mann', 'Clint Eastwood', 'Lasse Hallström', 'Kevin Spacey', 'Antonia Bird', 'Clare Peploe', 'Warwick Ross', "Thaddeus O'Sullivan", 'George Huang', 'James Mather', 'Robert Vernay', 'Bille August', 'Pauline Chan', 'David Michôd', 'Drake Doremus', 'Sam Raimi', 'Kevin Macdonald', 'Troy Nixey', 'Mark Fergus', 'John Hillcoat', 'Bryan Singer', 'J.C. Chandor', 'Scott Roberts', 'John Tatoulis', 'Gillian Armstrong', 'Iain Softley', 'Robert Day', 'Rowland V. Lee', 'Roger Donaldson', 'Andrew Stanton', 'Mimi Leder', 'George Hickenlooper', 'Jocelyn Moorhouse', 'Ridley Scott', 'Joel Schumacher', 'Toni Kalem', 'Shane Black', 'Tom Hooper', 'Russell Crowe', 'Michael Petroni', 'Alan J. Pakula', 'Charles Haid', 'Jonas Pate', 'David J. Burke', 'Jeffrey Nachmanoff', 'Ron Howard', 'John Madden', 'Christopher Nolan', 'George Pal', 'Grant Heslov', 'Trent Cooper', 'Alan Parker', 'Kevin Reynolds', 'Ted Demme', 'Allen Hughes', 'Darren Aronofsky', 'Seth Gordon', 'John Lasseter', 'Geoffrey Wright', 'Brett Leonard', 'Wolfgang Petersen', 'Taylor Hackford', 'Dayyan Eng', 'Duncan Jones', 'David Roach', 'Claude Lelouch', 'Rowdy Herrington', 'Simon Wells', 'Raymond Bernard', 'Stephan Elliott', 'Robert Luketic', 'George Butler', 'F. Gary Gray', 'Richard Boleslawski', 'Sam Mendes']]
Predicted Ans:    Michael Mann
Predicted Path:   L.A. Confidential --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       L.A. Confidential --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   1.324452
Path Entropy(↓):  2.470977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by sean crotty
Start Entity:     Sean Crotty
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Sean Crotty --[(INV) directed_by]--> Stealing a Nation --[has_genre]--> Documentary
Path (Raw):       Sean Crotty --[No Operation]--> Sean Crotty --[(INV) directed_by]--> Stealing a Nation --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by william davies release
Start Entity:     William Davies
Gold Answer:      [['2006', '2003']]
Predicted Ans:    2006
Predicted Path:   William Davies --[(INV) written_by]--> Flushed Away --[release_year]--> 2006
Path (Raw):       William Davies --[No Operation]--> William Davies --[(INV) written_by]--> Flushed Away --[release_year]--> 2006
Neg LogProb(↓):   0.537909
Path Entropy(↓):  0.960688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by isamu nagato
Start Entity:     Isamu Nagato
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Isamu Nagato --[(INV) starred_actors]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Isamu Nagato --[No Operation]--> Isamu Nagato --[(INV) starred_actors]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film prophecy were in which genres
Start Entity:     Prophecy
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Prophecy --[written_by]--> David Seltzer --[(INV) written_by]--> Nobody's Baby --[has_genre]--> Comedy
Path (Raw):       Prophecy --[written_by]--> David Seltzer --[(INV) written_by]--> Nobody's Baby --[has_genre]--> Comedy
Neg LogProb(↓):   0.311343
Path Entropy(↓):  0.628188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the all together
Start Entity:     The All Together
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The All Together --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       The All Together --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.299883
Path Entropy(↓):  4.657533
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the well - digger's daughter were in which genres
Start Entity:     The Well-Digger's Daughter
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Well-Digger's Daughter --[starred_actors]--> Daniel Auteuil --[(INV) starred_actors]--> Jean de Florette --[has_genre]--> Drama
Path (Raw):       The Well-Digger's Daughter --[starred_actors]--> Daniel Auteuil --[(INV) starred_actors]--> Jean de Florette --[has_genre]--> Drama
Neg LogProb(↓):   0.582303
Path Entropy(↓):  1.061344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie miracle on 34th street
Start Entity:     Miracle on 34th Street
Gold Answer:      [['Edmund Gwenn', 'John Payne', "Maureen O'Hara"]]
Predicted Ans:    Dylan McDermott
Predicted Path:   Miracle on 34th Street --[starred_actors]--> Dylan McDermott --[(INV) starred_actors]--> Hardware --[starred_actors]--> Dylan McDermott
Path (Raw):       Miracle on 34th Street --[starred_actors]--> Dylan McDermott --[(INV) starred_actors]--> Hardware --[starred_actors]--> Dylan McDermott
Neg LogProb(↓):   0.195372
Path Entropy(↓):  0.635774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies for the writer of rat race
Start Entity:     Rat Race
Gold Answer:      [['Jonathan Lynn']]
Predicted Ans:    Jonathan Lynn
Predicted Path:   Rat Race --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko --[directed_by]--> Jonathan Lynn
Path (Raw):       Rat Race --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko --[directed_by]--> Jonathan Lynn
Neg LogProb(↓):   0.006124
Path Entropy(↓):  0.037328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by mario mendoza
Start Entity:     Mario Mendoza
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Mario Mendoza --[(INV) written_by]--> Satanás --[in_language]--> Spanish
Path (Raw):       Mario Mendoza --[No Operation]--> Mario Mendoza --[(INV) written_by]--> Satanás --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by janet green
Start Entity:     Janet Green
Gold Answer:      [['John Ford', 'David Miller', 'Basil Dearden', 'Lewis Gilbert']]
Predicted Ans:    David Miller
Predicted Path:   Janet Green --[(INV) written_by]--> Midnight Lace --[directed_by]--> David Miller
Path (Raw):       Janet Green --[No Operation]--> Janet Green --[(INV) written_by]--> Midnight Lace --[directed_by]--> David Miller
Neg LogProb(↓):   0.010787
Path Entropy(↓):  0.065502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film macbeth
Start Entity:     Macbeth
Gold Answer:      [['1946', '1992', '1993', '1967', '1979', '1941', '1974', '1968', '2010', '1982', '1947', '1994', '1995', '1976', '1948', '1942', '2002', '2011', '2013', '1962', '1988', '2000', '2005', '1965', '1999', '1986', '1952', '1958']]
Predicted Ans:    1993
Predicted Path:   Macbeth --[directed_by]--> Orson Welles --[(INV) directed_by]--> It's All True --[release_year]--> 1993
Path (Raw):       Macbeth --[directed_by]--> Orson Welles --[(INV) directed_by]--> It's All True --[release_year]--> 1993
Neg LogProb(↓):   1.228209
Path Entropy(↓):  1.979121
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the chatterley affair in
Start Entity:     The Chatterley Affair
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Chatterley Affair --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The Chatterley Affair --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.673405
Path Entropy(↓):  2.775846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film romance
Start Entity:     Romance
Gold Answer:      [['unsimulated sex']]
Predicted Ans:    unsimulated sex
Predicted Path:   Romance --[has_tags]--> unsimulated sex --[(INV) has_tags]--> Sweet Sweetback's Baadasssss Song --[has_tags]--> unsimulated sex
Path (Raw):       Romance --[has_tags]--> unsimulated sex --[(INV) has_tags]--> Sweet Sweetback's Baadasssss Song --[has_tags]--> unsimulated sex
Neg LogProb(↓):   0.128270
Path Entropy(↓):  0.367849
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the matchmaker
Start Entity:     The Matchmaker
Gold Answer:      [['joseph anthony']]
Predicted Ans:    joseph anthony
Predicted Path:   The Matchmaker --[has_tags]--> joseph anthony --[(INV) has_tags]--> Career --[has_tags]--> joseph anthony
Path (Raw):       The Matchmaker --[has_tags]--> joseph anthony --[(INV) has_tags]--> Career --[has_tags]--> joseph anthony
Neg LogProb(↓):   0.001760
Path Entropy(↓):  0.012916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in one body too many
Start Entity:     One Body Too Many
Gold Answer:      [['Bela Lugosi', 'Jack Haley']]
Predicted Ans:    Bela Lugosi
Predicted Path:   One Body Too Many --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> Murders in the Rue Morgue --[starred_actors]--> Bela Lugosi
Path (Raw):       One Body Too Many --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> Murders in the Rue Morgue --[starred_actors]--> Bela Lugosi
Neg LogProb(↓):   0.054584
Path Entropy(↓):  0.247995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of felicity jones starred movies
Start Entity:     Felicity Jones
Gold Answer:      [['Abi Morgan', 'Claire Tomalin', 'Ben York Jones', 'Tom Williams', 'Drake Doremus', 'Rupert Goold', 'David Kajganich', 'Michael Finkel', 'Tamzin Rafn']]
Predicted Ans:    Tom Williams
Predicted Path:   Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[written_by]--> Tom Williams
Path (Raw):       Felicity Jones --[No Operation]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[written_by]--> Tom Williams
Neg LogProb(↓):   0.375999
Path Entropy(↓):  0.746492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by tim kelly
Start Entity:     Tim Kelly
Gold Answer:      [['Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   Tim Kelly --[(INV) written_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Path (Raw):       Tim Kelly --[No Operation]--> Tim Kelly --[(INV) written_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of fat man and little boy
Start Entity:     Fat Man and Little Boy
Gold Answer:      [['Dominique Lapierre', 'Robert Bolt', 'Mark Medoff', 'Bruce Robinson', 'Wim Wenders', 'Joseph Tura', 'Roland Joffé', 'Tom Stoppard', 'Ron Peer', 'Larry Cohen', 'Nathaniel Hawthorne']]
Predicted Ans:    Wim Wenders
Predicted Path:   Fat Man and Little Boy --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[written_by]--> Wim Wenders
Path (Raw):       Fat Man and Little Boy --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.259030
Path Entropy(↓):  0.876520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the ugly dachshund
Start Entity:     The Ugly Dachshund
Gold Answer:      [['Norman Tokar']]
Predicted Ans:    Norman Tokar
Predicted Path:   The Ugly Dachshund --[directed_by]--> Norman Tokar --[(INV) directed_by]--> No Deposit, No Return --[directed_by]--> Norman Tokar
Path (Raw):       The Ugly Dachshund --[directed_by]--> Norman Tokar --[(INV) directed_by]--> No Deposit, No Return --[directed_by]--> Norman Tokar
Neg LogProb(↓):   0.561317
Path Entropy(↓):  0.683256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by the lovin'spoonful
Start Entity:     The Lovin' Spoonful
Gold Answer:      [['Louise Lasser', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Louise Lasser
Predicted Path:   The Lovin' Spoonful --[(INV) starred_actors]--> What's Up, Tiger Lily? --[written_by]--> Louise Lasser
Path (Raw):       The Lovin' Spoonful --[No Operation]--> The Lovin' Spoonful --[(INV) starred_actors]--> What's Up, Tiger Lily? --[written_by]--> Louise Lasser
Neg LogProb(↓):   0.160079
Path Entropy(↓):  0.467966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie midway
Start Entity:     Midway
Gold Answer:      [['Abem Finkel', 'Lew Wallace', 'Jeanie Macpherson', 'Delmer Daves', 'Paddy Chayefsky', 'Lamar Trotti', 'Lou Breslow', 'Bernard Gordon', 'Giulio Paradisi', 'Ovidio G. Assonitis', 'Claude Binyon', 'Rod Serling', 'John Patrick', 'Melville Shavelson', 'Roy Huggins', 'Gordon Gordon', 'Aric Avelino', 'Steven Bagatourian', 'Philip Yordan', 'Nunnally Johnson', 'Robert Benton', 'Ronald Austin', 'Bill Richmond', 'Alan Jacobs', 'Joe Gannon', 'Nick Murphy', 'Takeshi Kawata', 'Gary Paulsen', 'Crispan Bolt', 'David Lavallee', 'Frank Harris', 'Sam Peckinpah', 'Carl Stephenson', 'Robert Alan Aurthur', 'Don Mankiewicz', 'Sam Hellman', 'Gerold Frank', 'Samuel G. Engel', 'Arch Oboler', 'Bram Stoker', 'Mario Puzo', 'Howard Rodman', 'Richard Dougherty', 'Michael Crichton', 'Harry Harrison', 'Tom Gries', 'John Steinbeck', 'Barry Levinson', 'Stephen Sondheim', 'Alex Proyas', 'Stewart Raffill', 'Ernest Thompson', 'Peter Lovesey', 'Bernard Girard', 'David Harper', 'Sonya Levien', 'Sydney Boehm', 'William P. McGivern', 'Pupi Avati', 'Ben Barzman', 'Helen Gurley Brown', 'Richard Matheson', 'Hal Kanter', 'Bernardo Bertolucci', 'John Kohn', 'Abraham Polonsky', 'William Bradford Huie', 'Graham Greene', 'Oakley Hall', 'Leonard Spigelgass', 'Thomas Heggen', 'Charles Marquis Warren', 'Elizabeth Janeway', 'Richard Brooks', 'Marc Behm', 'David Hertz', 'James A. Michener', 'Laurence Stallings', 'Sidney Carroll', 'Robert Ardrey', 'Brian Garfield', 'Paul Wellman', 'John William Corrington', 'Donald Hamilton', 'Jack London', 'Anthony Perkins', 'Preston Sturges', 'Robert Louis Stevenson', 'Harry Tugend', 'Mort W. Elkind', 'David Newman', 'David S. Goyer', 'Christopher Coppola', 'Nick Vallelonga', 'Pierre Boulle', 'King Vidor', 'Gore Vidal', 'Jerry Lewis', 'Thomas McCarthy', 'William Ludwig', 'Max Brand', 'Marjorie Lawrence', 'Maxwell Anderson', 'Walter D. Edmonds', 'Damon Runyon', 'Sergio Donati', 'Edna Ferber', 'Prosper Mérimée', 'Michael Winner', 'Sergio Leone', 'John Gay', 'Dario Argento', 'Ken Kesey', 'Michael Wilson', 'Irving Stone', 'Robert Riskin', 'Leo Tolstoy', 'Mark Toby', 'Lem Dobbs', 'Lawrence Konner', 'Mark Rosenthal', 'Theodore J. Flicker', 'Malcolm D. Lee', 'Fredric M. Frank', 'David Twohy', 'Fraser Clarke Heston', 'Bruce Willis', 'John Brophy', 'Hal Fimberg', 'Ben Starr', 'John Huston', 'Leslie Stevens', 'Clements Ripley', 'Hammond Innes', 'George Fox', 'James Lee Barrett', 'Jack Schaefer', 'Ernest K. Gann', 'Harry Julian Fink', 'Tad Mosel', 'Barry Storm', 'Walter Van Tilburg Clark', 'Robert Hamer', 'Winston Miller', 'Jonathan Lynn', 'Howard Estabrook', 'Frank S. Nugent', 'Owen Davis', 'James Warner Bellah', 'Whit Masterson', 'Zach Dean', 'Mort Lachman', 'Peter Stone', 'Joshua Logan', 'James R. Webb', 'Dalton Trumbo', 'William Brinkley', 'Karl Tunberg', 'Orson Welles', 'Mildred Gordon', 'Monckton Hoffe']]
Predicted Ans:    Mark Rosenthal
Predicted Path:   Midway --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Path (Raw):       Midway --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes --[written_by]--> Mark Rosenthal
Neg LogProb(↓):   1.740428
Path Entropy(↓):  3.420058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was priyadarshan the director for
Start Entity:     Priyadarshan
Gold Answer:      [['Aakrosh', 'Billu', 'De Dana Dan']]
Predicted Ans:    De Dana Dan
Predicted Path:   Priyadarshan --[(INV) directed_by]--> De Dana Dan --[directed_by]--> Priyadarshan --[(INV) directed_by]--> De Dana Dan
Path (Raw):       Priyadarshan --[(INV) directed_by]--> De Dana Dan --[directed_by]--> Priyadarshan --[(INV) directed_by]--> De Dana Dan
Neg LogProb(↓):   1.021845
Path Entropy(↓):  1.729950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to prince valiant
Start Entity:     Prince Valiant
Gold Answer:      [['king arthur', 'comic strip']]
Predicted Ans:    comic strip
Predicted Path:   Prince Valiant --[has_tags]--> comic strip --[(INV) has_tags]--> Prince Valiant --[has_tags]--> comic strip
Path (Raw):       Prince Valiant --[has_tags]--> comic strip --[(INV) has_tags]--> Prince Valiant --[has_tags]--> comic strip
Neg LogProb(↓):   2.079542
Path Entropy(↓):  2.080417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie pretty in pink released
Start Entity:     Pretty in Pink
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Pretty in Pink --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Pretty in Pink --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   2.285366
Path Entropy(↓):  3.974492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the front
Start Entity:     The Front
Gold Answer:      [['1980', '1970', '2003', '1992', '1993', '1979', '1984', '1977', '1998', '1963', '1982', '1973', '1983', '1972', '1971', '2001', '1989', '2013', '2000', '1975', '1966', '2005', '1991', '1999', '1969']]
Predicted Ans:    1966
Predicted Path:   The Front --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Path (Raw):       The Front --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Neg LogProb(↓):   0.585892
Path Entropy(↓):  0.758187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the redhead from wyoming
Start Entity:     The Redhead from Wyoming
Gold Answer:      [['Karin Booth', 'Lex Barker', 'Brenda Joyce', 'Evelyn Ankers', 'Albert Dekker', 'Charles Drake', 'Billy Chapin']]
Predicted Ans:    Albert Dekker
Predicted Path:   The Redhead from Wyoming --[directed_by]--> Lee Sholem --[(INV) directed_by]--> Tarzan's Magic Fountain --[starred_actors]--> Albert Dekker
Path (Raw):       The Redhead from Wyoming --[directed_by]--> Lee Sholem --[(INV) directed_by]--> Tarzan's Magic Fountain --[starred_actors]--> Albert Dekker
Neg LogProb(↓):   0.222405
Path Entropy(↓):  0.747578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in midnight crossing
Start Entity:     Midnight Crossing
Gold Answer:      [['Andrew Birkin', 'Ross Kagan Marks', 'Franco Zeffirelli', 'Kevin Spacey', 'David Beaird', 'Roman Polanski', 'Irvin Kershner', 'King Vidor', 'Stanley Kramer', 'Brian G. Hutton', 'Elia Kazan', 'Frank Perry', 'Emir Kusturica', 'Sidney Lumet', 'John Guillermin', 'Arthur Penn', 'Ken Kwapis', 'John McTiernan', 'Sydney Pollack', 'Norman Jewison', 'Barbet Schroeder', 'Jeannot Szwarc', 'Volker Schlöndorff']]
Predicted Ans:    Irvin Kershner
Predicted Path:   Midnight Crossing --[starred_actors]--> Faye Dunaway --[(INV) starred_actors]--> Eyes of Laura Mars --[directed_by]--> Irvin Kershner
Path (Raw):       Midnight Crossing --[starred_actors]--> Faye Dunaway --[(INV) starred_actors]--> Eyes of Laura Mars --[directed_by]--> Irvin Kershner
Neg LogProb(↓):   0.968098
Path Entropy(↓):  1.542043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by kate bosworth
Start Entity:     Kate Bosworth
Gold Answer:      [['Michael Winterbottom', 'Katie Aselton', 'Gary Fleder', 'Rod Lurie', 'Richard Glatzer', 'Wash Westmoreland', 'Robert Luketic', 'James Cox', 'Kevin Spacey', 'David Auburn', 'Sam Peckinpah', 'Bryan Singer', 'John Stockwell', 'Sngmoo Lee']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Kate Bosworth --[(INV) starred_actors]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Path (Raw):       Kate Bosworth --[No Operation]--> Kate Bosworth --[(INV) starred_actors]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.476351
Path Entropy(↓):  1.450517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor sharon leal co - starred with who
Start Entity:     Sharon Leal
Gold Answer:      [['Samuel L. Jackson', 'Bernie Mac', 'Janet Jackson', 'Tyler Perry', 'Malik Yoba']]
Predicted Ans:    Tyler Perry
Predicted Path:   Sharon Leal --[(INV) starred_actors]--> Why Did I Get Married? --[starred_actors]--> Tyler Perry
Path (Raw):       Sharon Leal --[No Operation]--> Sharon Leal --[(INV) starred_actors]--> Why Did I Get Married? --[starred_actors]--> Tyler Perry
Neg LogProb(↓):   0.000780
Path Entropy(↓):  0.006602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of metro manila
Start Entity:     Metro Manila
Gold Answer:      [['2006', '2004']]
Predicted Ans:    2013
Predicted Path:   Metro Manila --[written_by]--> Sean Ellis --[(INV) written_by]--> Metro Manila --[release_year]--> 2013
Path (Raw):       Metro Manila --[written_by]--> Sean Ellis --[(INV) written_by]--> Metro Manila --[release_year]--> 2013
Neg LogProb(↓):   0.427676
Path Entropy(↓):  0.887385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of america ferrera acted films
Start Entity:     America Ferrera
Gold Answer:      [['2008', '2005', '2010', '2002', '2012']]
Predicted Ans:    2010
Predicted Path:   America Ferrera --[(INV) starred_actors]--> How to Train Your Dragon --[release_year]--> 2010
Path (Raw):       America Ferrera --[No Operation]--> America Ferrera --[(INV) starred_actors]--> How to Train Your Dragon --[release_year]--> 2010
Neg LogProb(↓):   0.257932
Path Entropy(↓):  0.833618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of stay
Start Entity:     Stay
Gold Answer:      [['2000', '2001', '2008', '2004', '2002', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Stay --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z --[release_year]--> 2013
Path (Raw):       Stay --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z --[release_year]--> 2013
Neg LogProb(↓):   0.955626
Path Entropy(↓):  1.506521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of judith evelyn starred movies
Start Entity:     Judith Evelyn
Gold Answer:      [['Robb White']]
Predicted Ans:    Robb White
Predicted Path:   Judith Evelyn --[(INV) starred_actors]--> The Tingler --[written_by]--> Robb White
Path (Raw):       Judith Evelyn --[No Operation]--> Judith Evelyn --[(INV) starred_actors]--> The Tingler --[written_by]--> Robb White
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film harvey released
Start Entity:     Harvey
Gold Answer:      [['1996']]
Predicted Ans:    1950
Predicted Path:   Harvey --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Harvey --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   2.126308
Path Entropy(↓):  3.621571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie the devil thumbs a ride released
Start Entity:     The Devil Thumbs a Ride
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   The Devil Thumbs a Ride --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Path (Raw):       The Devil Thumbs a Ride --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Neg LogProb(↓):   2.380671
Path Entropy(↓):  3.534431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of christian marquand directed films
Start Entity:     Christian Marquand
Gold Answer:      [['1968', '2006']]
Predicted Ans:    1968
Predicted Path:   Christian Marquand --[(INV) directed_by]--> Candy --[release_year]--> 1968
Path (Raw):       Christian Marquand --[No Operation]--> Christian Marquand --[(INV) directed_by]--> Candy --[release_year]--> 1968
Neg LogProb(↓):   0.220136
Path Entropy(↓):  0.497044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed my super ex - girlfriend
Start Entity:     My Super Ex-Girlfriend
Gold Answer:      [['Kevin Wade', 'Ivan Reitman', 'Elizabeth Meriwether', 'Don Jakoby', 'Chris Conrad', 'Dan Aykroyd', 'Michael Browning', 'David Weissman', 'David Diamond', 'Gary Ross', 'Harold Ramis']]
Predicted Ans:    Harold Ramis
Predicted Path:   My Super Ex-Girlfriend --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters --[written_by]--> Harold Ramis
Path (Raw):       My Super Ex-Girlfriend --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.582830
Path Entropy(↓):  1.454720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of one missed call was
Start Entity:     One Missed Call
Gold Answer:      [['Takashi Miike']]
Predicted Ans:    Eric Valette
Predicted Path:   One Missed Call --[directed_by]--> Eric Valette --[(INV) directed_by]--> One Missed Call --[directed_by]--> Eric Valette
Path (Raw):       One Missed Call --[directed_by]--> Eric Valette --[(INV) directed_by]--> One Missed Call --[directed_by]--> Eric Valette
Neg LogProb(↓):   0.019790
Path Entropy(↓):  0.098735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who appeared in the same movie with marc singer
Start Entity:     Marc Singer
Gold Answer:      [['Shari Belafonte', 'John Amos', 'Jason Connery', 'Brian Thompson', 'Rip Torn', 'Tanya Roberts', 'Art LaFleur']]
Predicted Ans:    Rip Torn
Predicted Path:   Marc Singer --[(INV) starred_actors]--> The Beastmaster --[starred_actors]--> Rip Torn
Path (Raw):       Marc Singer --[No Operation]--> Marc Singer --[(INV) starred_actors]--> The Beastmaster --[starred_actors]--> Rip Torn
Neg LogProb(↓):   0.183250
Path Entropy(↓):  0.484597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Cynda williams appears in which movies
Start Entity:     Cynda Williams
Gold Answer:      [['One False Move', 'Caught Up']]
Predicted Ans:    Sling Blade
Predicted Path:   Cynda Williams --[(INV) starred_actors]--> One False Move --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Sling Blade
Path (Raw):       Cynda Williams --[(INV) starred_actors]--> One False Move --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Sling Blade
Neg LogProb(↓):   0.397080
Path Entropy(↓):  1.073490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie nightmare alley
Start Entity:     Nightmare Alley
Gold Answer:      [['Edmund Goulding', 'William Dieterle', 'Tay Garnett', 'William A. Wellman', 'Mervyn LeRoy', 'John Byrum', 'Rouben Mamoulian', 'Jill Sprecher', 'Roy Del Ruth', 'Ray Enright', 'Frank Tashlin', 'Busby Berkeley', 'Billy Wilder', 'Henry Hathaway', 'John Ford', 'George Sidney', 'Henry King', 'Anatole Litvak', 'John Cassavetes', 'Allan Dwan', 'Archie Mayo', 'Lloyd Bacon', 'Clarence Brown', 'Sidney Lanfield', 'Elia Kazan', 'Howard Hawks']]
Predicted Ans:    John Cassavetes
Predicted Path:   Nightmare Alley --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Opening Night --[directed_by]--> John Cassavetes
Path (Raw):       Nightmare Alley --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Opening Night --[directed_by]--> John Cassavetes
Neg LogProb(↓):   0.825826
Path Entropy(↓):  1.248838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by three strangers screenwriters
Start Entity:     Three Strangers
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Three Strangers --[written_by]--> John Huston --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       Three Strangers --[written_by]--> John Huston --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.200741
Path Entropy(↓):  0.801477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by frank mcdonald in
Start Entity:     Frank McDonald
Gold Answer:      [['Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Frank McDonald --[(INV) directed_by]--> One Body Too Many --[has_genre]--> Comedy
Path (Raw):       Frank McDonald --[No Operation]--> Frank McDonald --[(INV) directed_by]--> One Body Too Many --[has_genre]--> Comedy
Neg LogProb(↓):   0.000465
Path Entropy(↓):  0.004035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by catherine deneuve
Start Entity:     Catherine Deneuve
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Path (Raw):       Catherine Deneuve --[No Operation]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Neg LogProb(↓):   0.809775
Path Entropy(↓):  1.370380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie twilight
Start Entity:     Twilight
Gold Answer:      [['Paul Newman', 'Gene Hackman', 'Susan Sarandon', 'Reese Witherspoon']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Twilight --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Mud --[starred_actors]--> Reese Witherspoon
Path (Raw):       Twilight --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Mud --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.005153
Path Entropy(↓):  0.040533
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film spartacus are written by who
Start Entity:     Spartacus
Gold Answer:      [['James Ronald', 'Albert Maltz', 'Robert Hardy Andrews', 'David O. Selznick', 'Robert Kaufman', 'John Farris', 'Les Crutchfield', 'Lewis Milestone', 'Robert Wyler', 'Rod Serling', 'John Patrick', 'Sidney Kingsley', 'Sinclair Lewis', 'Melville Shavelson', 'Mario Camerini', 'Franco Brusati', 'Hanns Kräly', 'Ernst Lubitsch', 'Samson Raphaelson', 'Ernest Vajda', 'Donald Ogden Stewart', 'Daniel Taradash', 'Philip Yordan', 'Robert Benton', 'Wilson Barrett', 'Philip MacDonald', 'James Bassett', 'Nigel Kneale', 'Howard Rigsby', 'Clair Huffaker', 'Homer', 'Stephen King', 'Annemarie Selinko', 'James Norman Hall', 'Michael Hogan', 'Charles Nordhoff', 'Heywood Gould', 'David Nicholls', 'Jonathan Latimer', 'Bram Stoker', 'Dale Wasserman', 'Ian Dalrymple', 'Gilbert Wakefield', 'Waldemar Young', 'Abe Burrows', 'Stanley Kubrick', 'Humphrey Cobb', 'Billy Wilder', 'Ira Levin', 'Norman Lear', 'Robert Rossen', 'Wendell Mayes', 'Daniel Mainwaring', 'Joan Harrison', 'Eileen Bassing', 'Kenneth Fearing', 'Robert Bassing', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Herbert Kretzmer', 'Hugh Williams', 'Richard Brooks', 'Joseph L. Mankiewicz', 'Lloyd C. Douglas', 'Babaloo Mandel', 'Lowell Ganz', 'Ronald Neame', 'Edward Abbey', 'Robert E. Sherwood', 'Robert Ardrey', 'Jeffrey Dell', 'John Collier', 'Donald Hamilton', 'Joseph Strick', 'Fred Haines', 'William Shakespeare', 'Hamilton Deane', 'John Klempner', 'David Lean', 'Jo Swerling', 'Robert Louis Stevenson', 'David Newman', 'Leon Uris', 'Claudine West', 'Manfred Gregor', 'George Froeschel', 'Jan Lustig', 'Charles Lederer', 'Philip Wylie', 'Charles Laughton', 'Sidney Buchman', 'Cornelia Baird Gross', 'Walter DeLeon', 'Ian McKellen', 'Damon Runyon', 'Harlan Thompson', 'Harry Leon Wilson', 'Humphrey Pearson', 'Daphne Du Maurier', 'Allan Burns', 'Marvin H. Albert', 'Cecil McGivern', 'Kay Walsh', 'Irving Stone', 'Norman Corwin', 'Allan Aaron Katz', 'Mika Waltari', 'Vera Caspary', 'Alma Reville', 'Evan Hunter', 'Elia Kazan', 'Ring Lardner', 'James Joyce', 'Jacqueline Susann', 'Margaret Vyner', 'Ruth Gordon', 'June Head', 'Frederick Nebel', 'Carl Zuckmayer', 'Philip Dunne', 'Erich Maria Remarque', 'Casey Robinson', 'Edmund H. North', 'Theodore Dreiser', 'Dorothy Baker', 'Carl Foreman', 'Jean Shepherd', 'Charles Schnee', 'George Bradshaw', 'Irwin Shaw', 'James Agee', 'John Osborne', 'James Bridie', 'Tad Mosel', 'Claude Lelouch', 'Charles Dickens', 'Lawrence D. Cohen', 'Charles W. Bailey II', 'Fletcher Knebel', 'Jules Verne', 'Michel Audiard', 'René Barjavel', 'Clemence Dane', 'Raymond Bernard', 'John Barry', 'Martin Amis', 'Anthony Shaffer', 'Harry Kurnitz', 'Agatha Christie', 'Marguerite Roberts', 'Harold Brighouse', 'Dalton Trumbo', 'John L. Balderston', 'William Goldman', 'Arthur Wimperis', 'Margaret Irwin', 'Gina Kaus', 'William Roberts', 'Oliver Parker', 'Oscar Wilde', 'Harold Pinter', 'Lewis John Carlino', 'James Poe', 'Charles Martin', 'Christopher Knopf', 'Edison Marshall']]
Predicted Ans:    Manfred Gregor
Predicted Path:   Spartacus --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[written_by]--> Manfred Gregor
Path (Raw):       Spartacus --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[written_by]--> Manfred Gregor
Neg LogProb(↓):   0.797055
Path Entropy(↓):  1.594326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the emperor jones
Start Entity:     The Emperor Jones
Gold Answer:      [['Clifford Odets', 'James R. Silke', 'Helen Deutsch', 'Charles G. Booth', 'Dashiell Hammett', 'John Huston', 'Brown Holmes', 'Maude Fulton', 'Gene Quintano']]
Predicted Ans:    John Huston
Predicted Path:   The Emperor Jones --[starred_actors]--> Dudley Digges --[(INV) starred_actors]--> The Maltese Falcon --[written_by]--> John Huston
Path (Raw):       The Emperor Jones --[starred_actors]--> Dudley Digges --[(INV) starred_actors]--> The Maltese Falcon --[written_by]--> John Huston
Neg LogProb(↓):   1.034089
Path Entropy(↓):  1.843994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in big bad mama
Start Entity:     Big Bad Mama
Gold Answer:      [['French', 'Esperanto', 'Korean', 'Russian']]
Predicted Ans:    Esperanto
Predicted Path:   Big Bad Mama --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[in_language]--> Esperanto
Path (Raw):       Big Bad Mama --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[in_language]--> Esperanto
Neg LogProb(↓):   0.021478
Path Entropy(↓):  0.103333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie cat - women of the moon are written by who
Start Entity:     Cat-Women of the Moon
Gold Answer:      [['Owen Wister', 'Martin Goldsmith', 'Edward Anhalt', 'Harry Brown', 'Earl Felton', 'Jack Leonard']]
Predicted Ans:    Owen Wister
Predicted Path:   Cat-Women of the Moon --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> The Virginian --[written_by]--> Owen Wister
Path (Raw):       Cat-Women of the Moon --[starred_actors]--> Sonny Tufts --[(INV) starred_actors]--> The Virginian --[written_by]--> Owen Wister
Neg LogProb(↓):   0.031600
Path Entropy(↓):  0.166310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does adrian bower appear in
Start Entity:     Adrian Bower
Gold Answer:      [['Dirty Filthy Love']]
Predicted Ans:    Dirty Filthy Love
Predicted Path:   Adrian Bower --[(INV) starred_actors]--> Dirty Filthy Love --[starred_actors]--> Adrian Bower --[(INV) starred_actors]--> Dirty Filthy Love
Path (Raw):       Adrian Bower --[(INV) starred_actors]--> Dirty Filthy Love --[starred_actors]--> Adrian Bower --[(INV) starred_actors]--> Dirty Filthy Love
Neg LogProb(↓):   0.015057
Path Entropy(↓):  0.079480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did kevin zegers star in
Start Entity:     Kevin Zegers
Gold Answer:      [['Frozen', "It's a Boy Girl Thing"]]
Predicted Ans:    Just My Luck
Predicted Path:   Kevin Zegers --[(INV) starred_actors]--> It's a Boy Girl Thing --[starred_actors]--> Samaire Armstrong --[(INV) starred_actors]--> Just My Luck
Path (Raw):       Kevin Zegers --[(INV) starred_actors]--> It's a Boy Girl Thing --[starred_actors]--> Samaire Armstrong --[(INV) starred_actors]--> Just My Luck
Neg LogProb(↓):   0.640701
Path Entropy(↓):  1.171889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film the devil wears prada
Start Entity:     The Devil Wears Prada
Gold Answer:      [['1995', '2003', '2012', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   The Devil Wears Prada --[directed_by]--> David Frankel --[(INV) directed_by]--> One Chance --[release_year]--> 2013
Path (Raw):       The Devil Wears Prada --[directed_by]--> David Frankel --[(INV) directed_by]--> One Chance --[release_year]--> 2013
Neg LogProb(↓):   0.496302
Path Entropy(↓):  0.960639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie true lies are written by who
Start Entity:     True Lies
Gold Answer:      [['Walter Hill', 'Andrew Davies', 'John le Carré', 'Laurice Elehwany', 'Kevin Wade', "Dan O'Bannon", 'Mark Bomback', 'Bob Rafelson', 'John Milius', 'James Cameron', 'Moe Jelline', 'Kathryn Bigelow', 'Creighton Rothenberger', 'Katrin Benedikt', 'Oliver Stone', 'Rob Zombie', 'Chris Conrad', 'Philip K. Dick', 'Jason Keller', 'Miles Chapman', 'Gary Goldman', 'John Boorman', 'Ronald Shusett', 'Jon Povill', 'Chuck Pfarrer', 'Charles Crichton', 'Gale Anne Hurd', 'John Carpenter', 'John Grisham', 'Mary Rodgers', 'Skip Woods', 'John Thomas', 'John Cleese', 'Debra Hill', 'Sylvester Stallone', 'George Butler', 'Robert E. Howard', 'Kurt Wimmer', 'David Ayer', 'Joseph Conrad', 'Stephen King', 'Randy Kornfield', 'Chris Columbus', 'Charles Gaines']]
Predicted Ans:    Walter Hill
Predicted Path:   True Lies --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Path (Raw):       True Lies --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[written_by]--> Walter Hill
Neg LogProb(↓):   0.771400
Path Entropy(↓):  1.372825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does dominick and eugene fall under
Start Entity:     Dominick and Eugene
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dominick and Eugene --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Dominick and Eugene --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.467461
Path Entropy(↓):  4.594291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of beast from haunted cave
Start Entity:     Beast from Haunted Cave
Gold Answer:      [['Jim Wynorski', 'Mel Welles', 'Roger Corman', 'Charles B. Griffith']]
Predicted Ans:    Roger Corman
Predicted Path:   Beast from Haunted Cave --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[directed_by]--> Roger Corman
Path (Raw):       Beast from Haunted Cave --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.877615
Path Entropy(↓):  1.506044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote it came from hollywood
Start Entity:     It Came from Hollywood
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   It Came from Hollywood --[written_by]--> Dana Olsen --[(INV) written_by]--> It Came from Hollywood --[has_genre]--> Comedy
Path (Raw):       It Came from Hollywood --[written_by]--> Dana Olsen --[(INV) written_by]--> It Came from Hollywood --[has_genre]--> Comedy
Neg LogProb(↓):   0.001671
Path Entropy(↓):  0.012348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by anton king
Start Entity:     Anton King
Gold Answer:      [['Fran Kranz', 'Dichen Lachman', 'Beau Garrett']]
Predicted Ans:    Fran Kranz
Predicted Path:   Anton King --[(INV) directed_by]--> Lust for Love --[starred_actors]--> Fran Kranz
Path (Raw):       Anton King --[No Operation]--> Anton King --[(INV) directed_by]--> Lust for Love --[starred_actors]--> Fran Kranz
Neg LogProb(↓):   0.027129
Path Entropy(↓):  0.134128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of volcano
Start Entity:     Volcano
Gold Answer:      [['Rúnar Rúnarsson']]
Predicted Ans:    Mick Jackson
Predicted Path:   Volcano --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Tuesdays with Morrie --[directed_by]--> Mick Jackson
Path (Raw):       Volcano --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Tuesdays with Morrie --[directed_by]--> Mick Jackson
Neg LogProb(↓):   0.016510
Path Entropy(↓):  0.103139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by frank ross
Start Entity:     Frank Ross
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Frank Ross --[(INV) written_by]--> The More the Merrier --[release_year]--> 1943
Path (Raw):       Frank Ross --[No Operation]--> Frank Ross --[(INV) written_by]--> The More the Merrier --[release_year]--> 1943
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the big tease
Start Entity:     The Big Tease
Gold Answer:      [['Brenda Blethyn', 'Martin Clunes', 'Craig Ferguson', 'Charlotte Church']]
Predicted Ans:    Craig Ferguson
Predicted Path:   The Big Tease --[written_by]--> Craig Ferguson --[(INV) written_by]--> Saving Grace --[starred_actors]--> Craig Ferguson
Path (Raw):       The Big Tease --[written_by]--> Craig Ferguson --[(INV) written_by]--> Saving Grace --[starred_actors]--> Craig Ferguson
Neg LogProb(↓):   0.285287
Path Entropy(↓):  0.600746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director kirk jones
Start Entity:     Kirk Jones
Gold Answer:      [['Drew Barrymore', 'Kate Beckinsale', 'Emma Thompson', 'Sam Rockwell', 'Robert De Niro', 'Colin Firth']]
Predicted Ans:    Robert De Niro
Predicted Path:   Kirk Jones --[(INV) directed_by]--> Everybody's Fine --[starred_actors]--> Robert De Niro
Path (Raw):       Kirk Jones --[No Operation]--> Kirk Jones --[(INV) directed_by]--> Everybody's Fine --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.480021
Path Entropy(↓):  1.006661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film a cinderella story
Start Entity:     A Cinderella Story
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Cinderella Story --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       A Cinderella Story --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.005263
Path Entropy(↓):  4.441429
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for max keeble's big move
Start Entity:     Max Keeble's Big Move
Gold Answer:      [['James Greer', 'Jonathan Bernstein', 'Mark Blackwell', 'David L. Watts']]
Predicted Ans:    David L. Watts
Predicted Path:   Max Keeble's Big Move --[written_by]--> David L. Watts --[(INV) written_by]--> Max Keeble's Big Move --[written_by]--> David L. Watts
Path (Raw):       Max Keeble's Big Move --[written_by]--> David L. Watts --[(INV) written_by]--> Max Keeble's Big Move --[written_by]--> David L. Watts
Neg LogProb(↓):   0.916317
Path Entropy(↓):  1.523915
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the woman in the window
Start Entity:     The Woman in the Window
Gold Answer:      [['Barbary Coast', 'The Amazing Dr. Clitterhouse', 'The Ten Commandments', 'A Hole in the Head', 'Confessions of a Nazi Spy', 'Illegal', 'Larceny, Inc.', 'The Violent Men', 'Seven Thieves', 'Scarlet Street', 'Key Largo', 'My Geisha', 'The Sea Wolf', 'Five Star Final', 'Kid Galahad', 'A Slight Case of Murder', 'Our Vines Have Tender Grapes', 'Little Caesar', 'The Prize', 'Never a Dull Moment', 'Smart Money', 'The Widow from Chicago', 'Destroyer', 'Night Has a Thousand Eyes', 'The Hatchet Man', 'A Bullet for Joey', 'Vice Squad', "Dr. Ehrlich's Magic Bullet", 'The Glass Web', 'House of Strangers', 'Tight Spot', 'Bullets or Ballots', 'Double Indemnity', 'Two Weeks in Another Town', 'Brother Orchid', "The Whole Town's Talking", 'The Stranger']]
Predicted Ans:    Key Largo
Predicted Path:   The Woman in the Window --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Key Largo
Path (Raw):       The Woman in the Window --[starred_actors]--> Edward G. Robinson --[No Operation]--> Edward G. Robinson --[(INV) starred_actors]--> Key Largo
Neg LogProb(↓):   1.009648
Path Entropy(↓):  1.865482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe delirious
Start Entity:     Delirious
Gold Answer:      [['steve buscemi']]
Predicted Ans:    steve buscemi
Predicted Path:   Delirious --[has_tags]--> steve buscemi --[(INV) has_tags]--> The Messenger --[has_tags]--> steve buscemi
Path (Raw):       Delirious --[has_tags]--> steve buscemi --[(INV) has_tags]--> The Messenger --[has_tags]--> steve buscemi
Neg LogProb(↓):   0.033606
Path Entropy(↓):  0.160848
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by marleen gorris
Start Entity:     Marleen Gorris
Gold Answer:      [['Willeke van Ammelrooy', 'Edda Barends']]
Predicted Ans:    Willeke van Ammelrooy
Predicted Path:   Marleen Gorris --[(INV) written_by]--> Antonia's Line --[starred_actors]--> Willeke van Ammelrooy
Path (Raw):       Marleen Gorris --[No Operation]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line --[starred_actors]--> Willeke van Ammelrooy
Neg LogProb(↓):   0.000131
Path Entropy(↓):  0.001307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film lilies of the field
Start Entity:     Lilies of the Field
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Lilies of the Field --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Path (Raw):       Lilies of the Field --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   1.270929
Path Entropy(↓):  2.080393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie high time
Start Entity:     High Time
Gold Answer:      [['Bing Crosby', 'Fabian', 'Tuesday Weld']]
Predicted Ans:    Tuesday Weld
Predicted Path:   High Time --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Path (Raw):       High Time --[starred_actors]--> Tuesday Weld --[(INV) starred_actors]--> Serial --[starred_actors]--> Tuesday Weld
Neg LogProb(↓):   0.125655
Path Entropy(↓):  0.483567
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by carlo ninchi fall under
Start Entity:     Carlo Ninchi
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Carlo Ninchi --[(INV) starred_actors]--> Two Women --[has_genre]--> War
Path (Raw):       Carlo Ninchi --[No Operation]--> Carlo Ninchi --[(INV) starred_actors]--> Two Women --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of pretty maids all in a row
Start Entity:     Pretty Maids All in a Row
Gold Answer:      [['Alain Delon', 'Terence Stamp', 'Vincent Spano', 'Rebecca De Mornay', 'Brigitte Bardot', 'Jane Fonda']]
Predicted Ans:    Terence Stamp
Predicted Path:   Pretty Maids All in a Row --[directed_by]--> Roger Vadim --[(INV) directed_by]--> Spirits of the Dead --[starred_actors]--> Terence Stamp
Path (Raw):       Pretty Maids All in a Row --[directed_by]--> Roger Vadim --[(INV) directed_by]--> Spirits of the Dead --[starred_actors]--> Terence Stamp
Neg LogProb(↓):   0.136390
Path Entropy(↓):  0.425343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in land of the lost
Start Entity:     Land of the Lost
Gold Answer:      [['Sport', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Land of the Lost --[starred_actors]--> Danny McBride --[(INV) starred_actors]--> The Foot Fist Way --[has_genre]--> Comedy
Path (Raw):       Land of the Lost --[starred_actors]--> Danny McBride --[(INV) starred_actors]--> The Foot Fist Way --[has_genre]--> Comedy
Neg LogProb(↓):   1.127150
Path Entropy(↓):  1.144493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed albino alligator
Start Entity:     Albino Alligator
Gold Answer:      [['Kate Bosworth', 'Kevin Spacey']]
Predicted Ans:    Kevin Spacey
Predicted Path:   Albino Alligator --[directed_by]--> Kevin Spacey --[(INV) directed_by]--> Beyond the Sea --[starred_actors]--> Kevin Spacey
Path (Raw):       Albino Alligator --[directed_by]--> Kevin Spacey --[(INV) directed_by]--> Beyond the Sea --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.000099
Path Entropy(↓):  0.001057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by isaiah washington
Start Entity:     Isaiah Washington
Gold Answer:      [['2000', '1997', '2013']]
Predicted Ans:    1997
Predicted Path:   Isaiah Washington --[(INV) starred_actors]--> Love Jones --[release_year]--> 1997
Path (Raw):       Isaiah Washington --[No Operation]--> Isaiah Washington --[(INV) starred_actors]--> Love Jones --[release_year]--> 1997
Neg LogProb(↓):   0.347406
Path Entropy(↓):  0.711077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie ethel
Start Entity:     Ethel
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Ethel --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Path (Raw):       Ethel --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Neg LogProb(↓):   3.143128
Path Entropy(↓):  4.235888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is funny lady
Start Entity:     Funny Lady
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Funny Lady --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Path (Raw):       Funny Lady --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Neg LogProb(↓):   0.803031
Path Entropy(↓):  1.170563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie world war z were in which genres
Start Entity:     World War Z
Gold Answer:      [['Drama', 'Horror', 'War', 'Action']]
Predicted Ans:    Action
Predicted Path:   World War Z --[written_by]--> Damon Lindelof --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Path (Raw):       World War Z --[written_by]--> Damon Lindelof --[(INV) written_by]--> Star Trek Into Darkness --[has_genre]--> Action
Neg LogProb(↓):   0.910388
Path Entropy(↓):  1.404275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of victor victoria
Start Entity:     Victor Victoria
Gold Answer:      [['1970', '1959', '1993', '2006', '1979', '1984', '1977', '1968', '1963', '1983', '1972', '1971', '1989', '1981', '1961', '1962', '1988', '1964', '1960', '1991', '1965', '1987', '1986']]
Predicted Ans:    1982
Predicted Path:   Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Victor Victoria --[release_year]--> 1982
Path (Raw):       Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Victor Victoria --[release_year]--> 1982
Neg LogProb(↓):   1.758848
Path Entropy(↓):  2.554673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in from beijing with love
Start Entity:     From Beijing with Love
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   From Beijing with Love --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Forbidden City Cop --[has_genre]--> Comedy
Path (Raw):       From Beijing with Love --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> Forbidden City Cop --[has_genre]--> Comedy
Neg LogProb(↓):   0.072516
Path Entropy(↓):  0.322254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of david heilbroner directed movies
Start Entity:     David Heilbroner
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   David Heilbroner --[(INV) directed_by]--> Stonewall Uprising --[release_year]--> 2010
Path (Raw):       David Heilbroner --[No Operation]--> David Heilbroner --[(INV) directed_by]--> Stonewall Uprising --[release_year]--> 2010
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by mariah carey
Start Entity:     mariah carey
Gold Answer:      [['Precious', 'Glitter']]
Predicted Ans:    Glitter
Predicted Path:   mariah carey --[(INV) has_tags]--> Glitter --[has_tags]--> mariah carey --[(INV) has_tags]--> Glitter
Path (Raw):       mariah carey --[(INV) has_tags]--> Glitter --[has_tags]--> mariah carey --[(INV) has_tags]--> Glitter
Neg LogProb(↓):   0.000485
Path Entropy(↓):  0.004499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by kenneth vanbaeden fall under
Start Entity:     Kenneth Vanbaeden
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kenneth Vanbaeden --[(INV) starred_actors]--> The Misfortunates --[has_genre]--> Comedy
Path (Raw):       Kenneth Vanbaeden --[No Operation]--> Kenneth Vanbaeden --[(INV) starred_actors]--> The Misfortunates --[has_genre]--> Comedy
Neg LogProb(↓):   0.424954
Path Entropy(↓):  0.645063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the night that panicked america
Start Entity:     The Night That Panicked America
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Night That Panicked America --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Night That Panicked America --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.530502
Path Entropy(↓):  4.602253
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the shakiest gun in the west
Start Entity:     The Shakiest Gun in the West
Gold Answer:      [['Family', 'Western', 'Animation', 'Comedy', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   The Shakiest Gun in the West --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[has_genre]--> Comedy
Path (Raw):       The Shakiest Gun in the West --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[has_genre]--> Comedy
Neg LogProb(↓):   0.000622
Path Entropy(↓):  0.005881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the final cut
Start Entity:     The Final Cut
Gold Answer:      [['2000', '1996', '2003', '1927']]
Predicted Ans:    2003
Predicted Path:   The Final Cut --[directed_by]--> Roger Christian --[(INV) directed_by]--> Underworld --[release_year]--> 2003
Path (Raw):       The Final Cut --[directed_by]--> Roger Christian --[(INV) directed_by]--> Underworld --[release_year]--> 2003
Neg LogProb(↓):   0.693063
Path Entropy(↓):  1.541969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by atsuya uki
Start Entity:     Atsuya Uki
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Atsuya Uki --[(INV) directed_by]--> Cencoroll --[in_language]--> Japanese
Path (Raw):       Atsuya Uki --[No Operation]--> Atsuya Uki --[(INV) directed_by]--> Cencoroll --[in_language]--> Japanese
Neg LogProb(↓):   0.006027
Path Entropy(↓):  0.036726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by james mason were directed by who
Start Entity:     James Mason
Gold Answer:      [['Aram Avakian', 'George Cukor', 'Adrian Lyne', 'Henry Levin', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Richard Thorpe', 'Carol Reed', 'Roy Boulting', 'Bernard Knowles', 'Stanley Kubrick', 'Nicholas Ray', 'Franklin J. Schaffner', 'Anthony Mann', 'Silvio Narizzano', 'Michael Powell', 'Anatole Litvak', 'Rusty Lemorande', 'Terence Young', 'Robert Rossen', 'Max Ophüls', 'Leslie Arliss', 'Douglas Camfield', 'Alexander Hall', 'Vincente Minnelli', 'Stuart Paton', 'Victor Hanbury', 'Alfred Hitchcock', 'Lance Comfort', 'Don Siegel', 'Mutz Greenbaum', 'Sidney Lumet', 'John Guillermin', 'Albert Lewin', 'Richard Brooks', 'Robert M. Young', 'Claude Chabrol', 'Ken Hughes', 'Joseph L. Mankiewicz']]
Predicted Ans:    Claude Chabrol
Predicted Path:   James Mason --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Path (Raw):       James Mason --[No Operation]--> James Mason --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.086189
Path Entropy(↓):  2.210074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in thinner
Start Entity:     Thinner
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Thinner --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Forget Paris --[has_genre]--> Comedy
Path (Raw):       Thinner --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Forget Paris --[has_genre]--> Comedy
Neg LogProb(↓):   1.212351
Path Entropy(↓):  1.936040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie a man of no importance
Start Entity:     A Man of No Importance
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   A Man of No Importance --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Path (Raw):       A Man of No Importance --[release_year]--> 1994 --[(INV) release_year]--> Exotica --[release_year]--> 1994
Neg LogProb(↓):   3.181376
Path Entropy(↓):  4.471698
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by walter newman
Start Entity:     Walter Newman
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Walter Newman --[(INV) written_by]--> The Man with the Golden Arm --[has_genre]--> Drama
Path (Raw):       Walter Newman --[No Operation]--> Walter Newman --[(INV) written_by]--> The Man with the Golden Arm --[has_genre]--> Drama
Neg LogProb(↓):   0.082166
Path Entropy(↓):  0.276027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by haley lu richardson
Start Entity:     Haley Lu Richardson
Gold Answer:      [['Bryan Buckley']]
Predicted Ans:    Bryan Buckley
Predicted Path:   Haley Lu Richardson --[(INV) starred_actors]--> The Bronze --[directed_by]--> Bryan Buckley
Path (Raw):       Haley Lu Richardson --[No Operation]--> Haley Lu Richardson --[(INV) starred_actors]--> The Bronze --[directed_by]--> Bryan Buckley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with tim tharp
Start Entity:     Tim Tharp
Gold Answer:      [['Scott Neustadter', 'Michael H. Weber']]
Predicted Ans:    Michael H. Weber
Predicted Path:   Tim Tharp --[(INV) written_by]--> The Spectacular Now --[written_by]--> Michael H. Weber
Path (Raw):       Tim Tharp --[No Operation]--> Tim Tharp --[(INV) written_by]--> The Spectacular Now --[written_by]--> Michael H. Weber
Neg LogProb(↓):   0.518503
Path Entropy(↓):  0.693884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the life as a house director
Start Entity:     Life as a House
Gold Answer:      [['Gerald Kersh', 'Richard Price', 'Irwin Winkler', 'Jay Cocks']]
Predicted Ans:    Richard Price
Predicted Path:   Life as a House --[directed_by]--> Irwin Winkler --[(INV) directed_by]--> Night and the City --[written_by]--> Richard Price
Path (Raw):       Life as a House --[directed_by]--> Irwin Winkler --[(INV) directed_by]--> Night and the City --[written_by]--> Richard Price
Neg LogProb(↓):   0.124260
Path Entropy(↓):  0.523165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the reef were in which genres
Start Entity:     The Reef
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Reef --[written_by]--> Andrew Traucki --[(INV) written_by]--> The Reef --[has_genre]--> Horror
Path (Raw):       The Reef --[written_by]--> Andrew Traucki --[(INV) written_by]--> The Reef --[has_genre]--> Horror
Neg LogProb(↓):   0.003703
Path Entropy(↓):  0.024501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed captain from castile
Start Entity:     Captain from Castile
Gold Answer:      [['Henry King']]
Predicted Ans:    Henry King
Predicted Path:   Captain from Castile --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[directed_by]--> Henry King
Path (Raw):       Captain from Castile --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[directed_by]--> Henry King
Neg LogProb(↓):   0.109698
Path Entropy(↓):  0.412777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is immortals
Start Entity:     Immortals
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Immortals --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Immortals --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.738702
Path Entropy(↓):  1.250208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the tale of despereaux
Start Entity:     The Tale of Despereaux
Gold Answer:      [['Inspector Gadget', 'The Bling Ring', 'The Stepford Wives', 'Addicted to Love', 'Diminished Capacity', 'Finding Amanda', 'Ladyhawke', 'The Cable Guy', 'Election', 'The Producers', 'The Music Man', 'Deck the Halls', 'Marie and Bruce', 'Wonderful World', 'Infinity', 'The Freshman', 'Torch Song Trilogy', 'Harry Potter and the Chamber of Secrets', 'Out on a Limb', 'You Can Count on Me', 'WarGames', 'The Road to Wellville', "Ferris Bueller's Day Off", 'Family Business', 'Glory', 'The Lion King', 'Godzilla', 'The Last Shot', 'Biloxi Blues', 'Max Dugan Returns']]
Predicted Ans:    Election
Predicted Path:   The Tale of Despereaux --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election
Path (Raw):       The Tale of Despereaux --[starred_actors]--> Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Election
Neg LogProb(↓):   0.944756
Path Entropy(↓):  1.518705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the kiss
Start Entity:     The Kiss
Gold Answer:      [['1988']]
Predicted Ans:    1929
Predicted Path:   The Kiss --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Path (Raw):       The Kiss --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Neg LogProb(↓):   3.111377
Path Entropy(↓):  3.350739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same actor of the bravados
Start Entity:     The Bravados
Gold Answer:      [['MacArthur', 'The Wayward Bus', 'The Snows of Kilimanjaro', 'David and Bathsheba', 'The Great Sinner', 'Spellbound', 'The Purple Plain', 'Seven Thieves', "Twelve O'Clock High", "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', 'The Man in the Gray Flannel Suit', "Mackenna's Gold", 'Days of Glory', 'The Guns of Navarone', 'The Scarlet and the Black', "Other People's Money", 'The Road to Hong Kong', 'Designing Woman', 'Arabesque', 'Captain Horatio Hornblower R.N.', 'The Yearling', 'Captain Newman, M.D.', 'Marooned', 'On the Beach', 'The Boys from Brazil', 'Old Gringo', 'The Paradine Case', 'Cape Fear', 'Night People', 'The Keys of the Kingdom', 'Amazing Grace and Chuck', 'Land of the Pharaohs', 'Mirage', 'Pork Chop Hill', 'The Opposite Sex', 'The Girl in the Red Velvet Swing', 'The Valley of Decision', 'Behold a Pale Horse', 'I Walk the Line', 'The Sea Wolves', 'The Gunfighter', 'Island in the Sun', 'The Virgin Queen', 'Duel in the Sun', 'The Big Country', 'To Kill a Mockingbird', 'The Omen', 'Moby Dick']]
Predicted Ans:    The Sea Wolves
Predicted Path:   The Bravados --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves
Path (Raw):       The Bravados --[starred_actors]--> Gregory Peck --[No Operation]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves
Neg LogProb(↓):   1.055166
Path Entropy(↓):  2.279067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter charles w. bailey ii co - wrote movies with who
Start Entity:     Charles W. Bailey II
Gold Answer:      [['Fletcher Knebel', 'Rod Serling']]
Predicted Ans:    Rod Serling
Predicted Path:   Charles W. Bailey II --[(INV) written_by]--> Seven Days in May --[written_by]--> Rod Serling
Path (Raw):       Charles W. Bailey II --[No Operation]--> Charles W. Bailey II --[(INV) written_by]--> Seven Days in May --[written_by]--> Rod Serling
Neg LogProb(↓):   0.014852
Path Entropy(↓):  0.087021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer alex proyas
Start Entity:     Alex Proyas
Gold Answer:      [['Lizabeth Scott', 'Dean Jagger', 'William Hurt', 'Charlton Heston', 'Rufus Sewell', 'Jennifer Connelly', 'Kiefer Sutherland']]
Predicted Ans:    William Hurt
Predicted Path:   Alex Proyas --[(INV) written_by]--> Dark City --[starred_actors]--> William Hurt
Path (Raw):       Alex Proyas --[No Operation]--> Alex Proyas --[(INV) written_by]--> Dark City --[starred_actors]--> William Hurt
Neg LogProb(↓):   1.017997
Path Entropy(↓):  1.350452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did clara choveaux star in
Start Entity:     Clara Choveaux
Gold Answer:      [['Tiresia']]
Predicted Ans:    Tiresia
Predicted Path:   Clara Choveaux --[(INV) starred_actors]--> Tiresia --[starred_actors]--> Thiago Telès --[(INV) starred_actors]--> Tiresia
Path (Raw):       Clara Choveaux --[(INV) starred_actors]--> Tiresia --[starred_actors]--> Thiago Telès --[(INV) starred_actors]--> Tiresia
Neg LogProb(↓):   0.025729
Path Entropy(↓):  0.147141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by vincent perez were written by who
Start Entity:     Vincent Perez
Gold Answer:      [['Philippe de Broca', 'Paul Féval', 'Kuki Gallmann']]
Predicted Ans:    Philippe de Broca
Predicted Path:   Vincent Perez --[(INV) starred_actors]--> On Guard --[written_by]--> Philippe de Broca
Path (Raw):       Vincent Perez --[No Operation]--> Vincent Perez --[(INV) starred_actors]--> On Guard --[written_by]--> Philippe de Broca
Neg LogProb(↓):   0.067871
Path Entropy(↓):  0.291223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
John carl buechler was the director of which movies
Start Entity:     John Carl Buechler
Gold Answer:      [['Troll']]
Predicted Ans:    Troll
Predicted Path:   John Carl Buechler --[(INV) directed_by]--> Troll --[directed_by]--> John Carl Buechler --[(INV) directed_by]--> Troll
Path (Raw):       John Carl Buechler --[(INV) directed_by]--> Troll --[directed_by]--> John Carl Buechler --[(INV) directed_by]--> Troll
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by margaret irwin release
Start Entity:     Margaret Irwin
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Margaret Irwin --[(INV) written_by]--> Young Bess --[release_year]--> 1953
Path (Raw):       Margaret Irwin --[No Operation]--> Margaret Irwin --[(INV) written_by]--> Young Bess --[release_year]--> 1953
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in gert frobe starred movies
Start Entity:     Gert Fröbe
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Gert Fröbe --[(INV) starred_actors]--> $ --[in_language]--> German
Path (Raw):       Gert Fröbe --[No Operation]--> Gert Fröbe --[(INV) starred_actors]--> $ --[in_language]--> German
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by jerome benton in
Start Entity:     Jerome Benton
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Jerome Benton --[(INV) starred_actors]--> Under the Cherry Moon --[has_genre]--> Drama
Path (Raw):       Jerome Benton --[No Operation]--> Jerome Benton --[(INV) starred_actors]--> Under the Cherry Moon --[has_genre]--> Drama
Neg LogProb(↓):   0.000697
Path Entropy(↓):  0.005759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the godzilla vs. megalon director
Start Entity:     Godzilla vs. Megalon
Gold Answer:      [['Jun Fukuda']]
Predicted Ans:    Jun Fukuda
Predicted Path:   Godzilla vs. Megalon --[directed_by]--> Jun Fukuda --[(INV) directed_by]--> Godzilla vs. Megalon --[written_by]--> Jun Fukuda
Path (Raw):       Godzilla vs. Megalon --[directed_by]--> Jun Fukuda --[(INV) directed_by]--> Godzilla vs. Megalon --[written_by]--> Jun Fukuda
Neg LogProb(↓):   0.030137
Path Entropy(↓):  0.144425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by derek cianfrance were released in which years
Start Entity:     Derek Cianfrance
Gold Answer:      [['2010']]
Predicted Ans:    English
Predicted Path:   Derek Cianfrance --[(INV) written_by]--> The Place Beyond the Pines --[in_language]--> English
Path (Raw):       Derek Cianfrance --[No Operation]--> Derek Cianfrance --[(INV) written_by]--> The Place Beyond the Pines --[in_language]--> English
Neg LogProb(↓):   0.553942
Path Entropy(↓):  0.987050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe movie a history of violence
Start Entity:     A History of Violence
Gold Answer:      [['violent', 'violence', 'david cronenberg', 'viggo mortensen']]
Predicted Ans:    viggo mortensen
Predicted Path:   A History of Violence --[has_tags]--> viggo mortensen --[(INV) has_tags]--> The Reflecting Skin --[has_tags]--> viggo mortensen
Path (Raw):       A History of Violence --[has_tags]--> viggo mortensen --[(INV) has_tags]--> The Reflecting Skin --[has_tags]--> viggo mortensen
Neg LogProb(↓):   0.065683
Path Entropy(↓):  0.262594
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does draga olteanu matei appear in
Start Entity:     Draga Olteanu Matei
Gold Answer:      [['Uncle Marin, the Billionaire']]
Predicted Ans:    Uncle Marin, the Billionaire
Predicted Path:   Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire --[starred_actors]--> Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire
Path (Raw):       Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire --[starred_actors]--> Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire
Neg LogProb(↓):   0.043729
Path Entropy(↓):  0.179025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of baran
Start Entity:     Baran
Gold Answer:      [['Children of Heaven', 'The Song of Sparrows', 'The Willow Tree', 'The Color of Paradise']]
Predicted Ans:    The Color of Paradise
Predicted Path:   Baran --[written_by]--> Majid Majidi --[(INV) written_by]--> The Color of Paradise
Path (Raw):       Baran --[written_by]--> Majid Majidi --[(INV) written_by]--> The Color of Paradise --[No Operation]--> The Color of Paradise
Neg LogProb(↓):   0.402661
Path Entropy(↓):  0.706590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by donna douglas were released in which years
Start Entity:     Donna Douglas
Gold Answer:      [['1966', '1991']]
Predicted Ans:    1966
Predicted Path:   Donna Douglas --[(INV) starred_actors]--> Frankie and Johnny --[release_year]--> 1966
Path (Raw):       Donna Douglas --[No Operation]--> Donna Douglas --[(INV) starred_actors]--> Frankie and Johnny --[release_year]--> 1966
Neg LogProb(↓):   0.373874
Path Entropy(↓):  0.620641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film love can seriously damage your health starred which actors
Start Entity:     Love Can Seriously Damage Your Health
Gold Answer:      [['Gabino Diego', 'Ana Belén', 'Juanjo Puigcorbé', 'Penélope Cruz']]
Predicted Ans:    Penélope Cruz
Predicted Path:   Love Can Seriously Damage Your Health --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> The Girl of Your Dreams --[starred_actors]--> Penélope Cruz
Path (Raw):       Love Can Seriously Damage Your Health --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> The Girl of Your Dreams --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   1.587798
Path Entropy(↓):  2.397979
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dale eunson written films
Start Entity:     Dale Eunson
Gold Answer:      [['1957', '1953']]
Predicted Ans:    1953
Predicted Path:   Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[release_year]--> 1953
Path (Raw):       Dale Eunson --[No Operation]--> Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[release_year]--> 1953
Neg LogProb(↓):   0.000249
Path Entropy(↓):  0.002449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by robin quivers
Start Entity:     Robin Quivers
Gold Answer:      [['Michael Kalesniko', 'Len Blum', 'Howard Stern']]
Predicted Ans:    Howard Stern
Predicted Path:   Robin Quivers --[(INV) starred_actors]--> Private Parts --[written_by]--> Howard Stern
Path (Raw):       Robin Quivers --[No Operation]--> Robin Quivers --[(INV) starred_actors]--> Private Parts --[written_by]--> Howard Stern
Neg LogProb(↓):   0.114008
Path Entropy(↓):  0.402877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was storm center directed by
Start Entity:     Storm Center
Gold Answer:      [['Daniel Taradash']]
Predicted Ans:    Daniel Taradash
Predicted Path:   Storm Center --[directed_by]--> Daniel Taradash --[(INV) directed_by]--> Storm Center --[directed_by]--> Daniel Taradash
Path (Raw):       Storm Center --[directed_by]--> Daniel Taradash --[(INV) directed_by]--> Storm Center --[directed_by]--> Daniel Taradash
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of shadowlands
Start Entity:     Shadowlands
Gold Answer:      [['Ben Kingsley', 'Burgess Meredith', "Chris O'Donnell", 'Malcolm McFee', 'Shirley MacLaine', 'Sandra Bullock', 'Margot Steinberg', 'Geraldine Chaplin', 'Anthony Hopkins', 'Mackenzie Astin', 'Christopher Plummer', 'Simon Ward']]
Predicted Ans:    Malcolm McFee
Predicted Path:   Shadowlands --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> Oh! What a Lovely War --[starred_actors]--> Malcolm McFee
Path (Raw):       Shadowlands --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> Oh! What a Lovely War --[starred_actors]--> Malcolm McFee
Neg LogProb(↓):   1.134773
Path Entropy(↓):  0.813771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film return to me
Start Entity:     Return to Me
Gold Answer:      [['Bonnie Hunt']]
Predicted Ans:    John Lasseter
Predicted Path:   Return to Me --[written_by]--> Bonnie Hunt --[(INV) written_by]--> Cars --[written_by]--> John Lasseter
Path (Raw):       Return to Me --[written_by]--> Bonnie Hunt --[(INV) written_by]--> Cars --[written_by]--> John Lasseter
Neg LogProb(↓):   0.008242
Path Entropy(↓):  0.054025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of what we do in the shadows
Start Entity:     What We Do in the Shadows
Gold Answer:      [['2010', '2009', '2007']]
Predicted Ans:    2014
Predicted Path:   What We Do in the Shadows --[directed_by]--> Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows --[release_year]--> 2014
Path (Raw):       What We Do in the Shadows --[directed_by]--> Taika Waititi --[(INV) directed_by]--> What We Do in the Shadows --[release_year]--> 2014
Neg LogProb(↓):   0.007783
Path Entropy(↓):  0.049095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the band wagon
Start Entity:     The Band Wagon
Gold Answer:      [['Fred Astaire']]
Predicted Ans:    Fred Astaire
Predicted Path:   The Band Wagon --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Funny Face --[starred_actors]--> Fred Astaire
Path (Raw):       The Band Wagon --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Funny Face --[starred_actors]--> Fred Astaire
Neg LogProb(↓):   0.481250
Path Entropy(↓):  0.686354
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film this woman is dangerous
Start Entity:     This Woman Is Dangerous
Gold Answer:      [['1970', '1946', '1954', '2008', '1936', '1935', '1941', '1963', '1939', '1933', '1957', '1953', '1947', '1956', '1931', '1943', '1995', '1942', '1940', '1938', '1937', '1926', '1955', '1962', '1934', '2000', '1964', '1949', '1950', '1952', '1929', '1965', '1927', '1945', '1987', '1928', '1930']]
Predicted Ans:    1953
Predicted Path:   This Woman Is Dangerous --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[release_year]--> 1953
Path (Raw):       This Woman Is Dangerous --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[release_year]--> 1953
Neg LogProb(↓):   1.584026
Path Entropy(↓):  2.828511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of alter egos
Start Entity:     Alter Egos
Gold Answer:      [['Jordan Galland']]
Predicted Ans:    Jordan Galland
Predicted Path:   Alter Egos --[directed_by]--> Jordan Galland --[(INV) directed_by]--> Alter Egos --[written_by]--> Jordan Galland
Path (Raw):       Alter Egos --[directed_by]--> Jordan Galland --[(INV) directed_by]--> Alter Egos --[written_by]--> Jordan Galland
Neg LogProb(↓):   0.006035
Path Entropy(↓):  0.039983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie missing are directed by who
Start Entity:     Missing
Gold Answer:      [['George Cukor', 'Hunter Hill', 'Perry Moore', 'James Foley', 'Delmer Daves', 'Todd Field', 'Stuart Rosenberg', 'Mervyn LeRoy', 'Gilles Mimouni', 'Mark Rydell', 'Richard Quine', 'Blake Edwards', 'Donald Petrie', 'Robert Altman', 'Michael Apted', 'Mick Jackson', 'David Lynch', 'Jerry Jameson', 'Félix Enríquez Alcalá', 'Billy Wilder', 'Lewis Milestone', 'Jim Hemphill', 'John Ford', 'Mark Robson', 'Stanley Kramer', 'Gary David Goldberg', 'Courtney Solomon', 'Hugh Wilson', 'Martha Coolidge', 'Charles Matthau', 'Jarmo Lampela', 'Joshua Logan', 'Harvey Miller', 'Howard Deutch', 'Aaron Schneider', 'Alexander Hall', 'John G. Avildsen', 'Gene Saks', 'Robert Parrish', 'Glenn Jordan', 'Richard Pearce', 'Tom Moore', 'William Wyler', 'Seth Gordon', 'Terrence Malick', 'David Swift', 'Brian De Palma', 'Jean Renoir', 'James Bridges']]
Predicted Ans:    Billy Wilder
Predicted Path:   Missing --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Path (Raw):       Missing --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.691277
Path Entropy(↓):  1.456315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor andre wilms appeared in the same movie with who
Start Entity:     André Wilms
Gold Answer:      [['Kati Outinen', 'Evelyne Didi', 'Blondin Miguel', 'Matti Pellonpää']]
Predicted Ans:    Kati Outinen
Predicted Path:   André Wilms --[(INV) starred_actors]--> Le Havre --[starred_actors]--> Kati Outinen
Path (Raw):       André Wilms --[No Operation]--> André Wilms --[(INV) starred_actors]--> Le Havre --[starred_actors]--> Kati Outinen
Neg LogProb(↓):   0.012722
Path Entropy(↓):  0.076884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by wolf mankowitz
Start Entity:     Wolf Mankowitz
Gold Answer:      [['Carol Reed']]
Predicted Ans:    Carol Reed
Predicted Path:   Wolf Mankowitz --[(INV) written_by]--> A Kid for Two Farthings --[directed_by]--> Carol Reed
Path (Raw):       Wolf Mankowitz --[No Operation]--> Wolf Mankowitz --[(INV) written_by]--> A Kid for Two Farthings --[directed_by]--> Carol Reed
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie the naked spur
Start Entity:     The Naked Spur
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Naked Spur --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Naked Spur --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.460503
Path Entropy(↓):  3.116774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in r. i. p. d.
Start Entity:     R.I.P.D.
Gold Answer:      [['Walter Hill', 'Michael Traeger', 'Clint Eastwood', 'Daniel Espinosa', 'Martin Campbell', 'Scott Cooper', 'David Koepp', 'Hal Ashby', 'Michael Cimino', 'Robert Benton', 'Rodrigo Cortés', 'Ryan Fleck', 'Anna Boden', 'Jules Bass', 'Robert Mulligan', 'Iain Softley', 'Eric Steven Stahl', 'Noah Stern', 'Ernest B. Schoedsack', 'Joel Coen', 'Paul Verhoeven', 'William Richert', 'Christopher Guest', 'David Soren', 'Eric Lartigau', 'Marjane Satrapi', 'Anne Fletcher', 'Chris Sanders', 'Bob Rafelson', 'Rob McKittrick', 'Damian Harris', 'William Phillips', 'Ronny Yu', 'Steve Rash', 'Martin Bell', 'Joel Schumacher', 'Roger Kumble', 'John Carpenter', 'Herbert Ross', 'John August', 'Walt Becker', 'David Dobkin', 'Sidney Lumet', 'Craig Brewer', 'John Hughes', 'Mark Pellington', 'Alan J. Pakula', 'Nicole Kassell', 'Paul Michael Glaser', 'Adam Brooks', 'Chris Buck', 'Ron Underwood', 'Merian C. Cooper', 'Ron Howard', 'Jon Favreau', 'Henry Hathaway', 'Grant Heslov', 'George LaVoo', 'Dennis Lee', 'Marc Rocco', 'Steve Kloves', 'Atom Egoyan', 'Luis Mandoki', 'John McNaughton', 'Jessica Bendinger', 'Rod Lurie', 'Ash Brannon', 'Peter Jackson', 'Dexter Fletcher', 'Barbra Streisand', 'James Wan', 'Lamont Johnson', 'Albert Brooks', 'John Huston', 'Taylor Hackford', 'Thomas Michael Donnelly', 'Jieho Lee', 'Peter Bogdanovich', 'Ethan Coen', 'Billy Bob Thornton', 'George Sluizer', 'Joe Carnahan', 'Ivan Passer', 'Terry Gilliam', 'Phillip Noyce', 'Peter Weir', 'Howard Zieff', 'Frank Perry', 'Stephen Hopkins', 'James Gunn', 'John Guillermin', 'Larry Charles', 'Rob Reiner', 'Marcos Siega']]
Predicted Ans:    Michael Traeger
Predicted Path:   R.I.P.D. --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[directed_by]--> Michael Traeger
Path (Raw):       R.I.P.D. --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[directed_by]--> Michael Traeger
Neg LogProb(↓):   1.183833
Path Entropy(↓):  2.315504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie legion, when was it released
Start Entity:     Legion
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Legion --[release_year]--> 2010 --[(INV) release_year]--> Young Goethe in Love --[release_year]--> 2010
Path (Raw):       Legion --[release_year]--> 2010 --[(INV) release_year]--> Young Goethe in Love --[release_year]--> 2010
Neg LogProb(↓):   2.299014
Path Entropy(↓):  3.764574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in an apology to elephants
Start Entity:     An Apology to Elephants
Gold Answer:      [['Lily Tomlin', 'Pat Derby']]
Predicted Ans:    Pat Derby
Predicted Path:   An Apology to Elephants --[starred_actors]--> Pat Derby --[(INV) starred_actors]--> An Apology to Elephants --[starred_actors]--> Pat Derby
Path (Raw):       An Apology to Elephants --[starred_actors]--> Pat Derby --[(INV) starred_actors]--> An Apology to Elephants --[starred_actors]--> Pat Derby
Neg LogProb(↓):   0.264411
Path Entropy(↓):  0.743183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie if lucy fell
Start Entity:     If Lucy Fell
Gold Answer:      [['Norman Z. McLeod', 'Peter Farrelly', 'Elaine May', 'Kinka Usher', 'Alan Metter', 'David O. Russell', 'Marc Lawrence', 'Wes Anderson', 'Noam Murro', 'Barry Levinson', 'Jake Kasdan', 'Shawn Levy', 'Kenny Ortega', 'Akiva Schaffer', 'Michael Patrick King', 'Rowdy Herrington', 'David Frankel', 'Jay Roach', 'Zeki Demirkubuz', 'Danny DeVito', 'Andrew Bergman', 'Todd Louiso', 'Brett Ratner', 'John Hamburg', 'Ben Stiller', 'Edward Norton', 'Eric Schaeffer', 'Tim Burton', 'David Veloz', 'Paul Weitz']]
Predicted Ans:    Kinka Usher
Predicted Path:   If Lucy Fell --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> Mystery Men --[directed_by]--> Kinka Usher
Path (Raw):       If Lucy Fell --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> Mystery Men --[directed_by]--> Kinka Usher
Neg LogProb(↓):   0.438795
Path Entropy(↓):  1.173460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with kyra sedgwick
Start Entity:     Kyra Sedgwick
Gold Answer:      [['Errol Flynn', 'Robbie Coltrane', 'James Spader', 'Campbell Scott', 'Anne Bancroft', 'Robin Tunney', 'Beau Bridges', 'Forest Whitaker', 'Robert Duvall', 'Kevin Bacon', 'Bridget Fonda', 'Helen Mirren', 'John Travolta']]
Predicted Ans:    Kevin Bacon
Predicted Path:   Kyra Sedgwick --[(INV) starred_actors]--> Pyrates --[starred_actors]--> Kevin Bacon
Path (Raw):       Kyra Sedgwick --[No Operation]--> Kyra Sedgwick --[(INV) starred_actors]--> Pyrates --[starred_actors]--> Kevin Bacon
Neg LogProb(↓):   0.012627
Path Entropy(↓):  0.076290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with martin hewitt
Start Entity:     Martin Hewitt
Gold Answer:      [['Alex Pettyfer', 'Joely Richardson', 'Gabriella Wilde', 'Brooke Shields', 'Bruce Greenwood']]
Predicted Ans:    Bruce Greenwood
Predicted Path:   Martin Hewitt --[(INV) starred_actors]--> Endless Love --[starred_actors]--> Bruce Greenwood
Path (Raw):       Martin Hewitt --[No Operation]--> Martin Hewitt --[(INV) starred_actors]--> Endless Love --[starred_actors]--> Bruce Greenwood
Neg LogProb(↓):   0.008790
Path Entropy(↓):  0.052497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of fright night
Start Entity:     Fright Night
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fright Night --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fright Night --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.976430
Path Entropy(↓):  5.459568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor matt o'leary co - starred with who
Start Entity:     Matt O'Leary
Gold Answer:      [['Rachael Harris', 'Jamie Chung', 'Beau Bridges', 'Félix de Givry', 'John Diehl', 'Jacob Wysocki', 'Billy Campbell']]
Predicted Ans:    Beau Bridges
Predicted Path:   Matt O'Leary --[(INV) starred_actors]--> Eden --[starred_actors]--> Beau Bridges
Path (Raw):       Matt O'Leary --[No Operation]--> Matt O'Leary --[(INV) starred_actors]--> Eden --[starred_actors]--> Beau Bridges
Neg LogProb(↓):   0.010382
Path Entropy(↓):  0.073213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does milo o'shea appear in
Start Entity:     Milo O'Shea
Gold Answer:      [['Ulysses']]
Predicted Ans:    Ulysses
Predicted Path:   Milo O'Shea --[(INV) starred_actors]--> Ulysses --[starred_actors]--> Barbara Jefford --[(INV) starred_actors]--> Ulysses
Path (Raw):       Milo O'Shea --[(INV) starred_actors]--> Ulysses --[starred_actors]--> Barbara Jefford --[(INV) starred_actors]--> Ulysses
Neg LogProb(↓):   0.867563
Path Entropy(↓):  1.565686
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the cry freedom director
Start Entity:     Cry Freedom
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Cry Freedom --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> A Bridge Too Far --[in_language]--> German
Path (Raw):       Cry Freedom --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> A Bridge Too Far --[in_language]--> German
Neg LogProb(↓):   0.006328
Path Entropy(↓):  0.038886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of while the city sleeps also wrote which films
Start Entity:     While the City Sleeps
Gold Answer:      [['The Egyptian', 'Now, Voyager', "It's Love I'm After", 'The Snows of Kilimanjaro', 'Dark Victory', 'This Is the Army', 'All This, and Heaven Too', 'The Old Maid', 'Saratoga Trunk', 'Kings Row', 'Captain Blood', 'Days of Glory', 'One Foot in Heaven', 'Passage to Marseille']]
Predicted Ans:    Passage to Marseille
Predicted Path:   While the City Sleeps --[written_by]--> Casey Robinson --[(INV) written_by]--> Passage to Marseille
Path (Raw):       While the City Sleeps --[written_by]--> Casey Robinson --[(INV) written_by]--> Passage to Marseille --[No Operation]--> Passage to Marseille
Neg LogProb(↓):   0.943583
Path Entropy(↓):  1.892333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in rage
Start Entity:     Rage
Gold Answer:      [['Family', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Rage --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       Rage --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.375940
Path Entropy(↓):  0.874080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of the taming of the shrew
Start Entity:     The Taming of the Shrew
Gold Answer:      [['William Shakespeare', 'Franco Zeffirelli']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Taming of the Shrew --[written_by]--> William Shakespeare --[(INV) written_by]--> Henry V --[written_by]--> William Shakespeare
Path (Raw):       The Taming of the Shrew --[written_by]--> William Shakespeare --[(INV) written_by]--> Henry V --[written_by]--> William Shakespeare
Neg LogProb(↓):   1.298723
Path Entropy(↓):  2.051156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in barry munday
Start Entity:     Barry Munday
Gold Answer:      [['French', 'Hebrew', 'English', 'Polish', 'Japanese', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Barry Munday --[starred_actors]--> Chloë Sevigny --[(INV) starred_actors]--> Mr. Nice --[in_language]--> Spanish
Path (Raw):       Barry Munday --[starred_actors]--> Chloë Sevigny --[(INV) starred_actors]--> Mr. Nice --[in_language]--> Spanish
Neg LogProb(↓):   0.170135
Path Entropy(↓):  0.593783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in raid on rommel
Start Entity:     Raid on Rommel
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Raid on Rommel --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Raid on Rommel --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.114975
Path Entropy(↓):  0.467247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of sherman alexie directed movies
Start Entity:     Sherman Alexie
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Sherman Alexie --[(INV) directed_by]--> The Business of Fancydancing --[release_year]--> 2002
Path (Raw):       Sherman Alexie --[No Operation]--> Sherman Alexie --[(INV) directed_by]--> The Business of Fancydancing --[release_year]--> 2002
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with a lonely place to die fall under
Start Entity:     A Lonely Place to Die
Gold Answer:      [['Crime', 'Biography', 'Comedy', 'Action']]
Predicted Ans:    Crime
Predicted Path:   A Lonely Place to Die --[directed_by]--> Julian Gilbey --[(INV) directed_by]--> Rise of the Footsoldier --[has_genre]--> Crime
Path (Raw):       A Lonely Place to Die --[directed_by]--> Julian Gilbey --[(INV) directed_by]--> Rise of the Footsoldier --[has_genre]--> Crime
Neg LogProb(↓):   0.078975
Path Entropy(↓):  0.300033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film conan the barbarian starred which actors
Start Entity:     Conan the Barbarian
Gold Answer:      [['James Earl Jones', 'Arnold Schwarzenegger']]
Predicted Ans:    Jason Momoa
Predicted Path:   Conan the Barbarian --[starred_actors]--> Jason Momoa --[(INV) starred_actors]--> Conan the Barbarian --[starred_actors]--> Jason Momoa
Path (Raw):       Conan the Barbarian --[starred_actors]--> Jason Momoa --[(INV) starred_actors]--> Conan the Barbarian --[starred_actors]--> Jason Momoa
Neg LogProb(↓):   0.002457
Path Entropy(↓):  0.020730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by pirjo honkasalo
Start Entity:     Pirjo Honkasalo
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Pirjo Honkasalo --[(INV) directed_by]--> Fire-Eater --[in_language]--> Finnish
Path (Raw):       Pirjo Honkasalo --[No Operation]--> Pirjo Honkasalo --[(INV) directed_by]--> Fire-Eater --[in_language]--> Finnish
Neg LogProb(↓):   0.168645
Path Entropy(↓):  0.435111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film casino royale are written by who
Start Entity:     Casino Royale
Gold Answer:      [['Steve Martin', 'Hergé', 'David Loucka', 'Paul Haggis', 'James Thurber', 'Monja Danischewsky', 'Terence Frisby', 'Baillie Walsh', 'Bernard Gordon', 'David Pursall', 'Martha Holmes', 'Michael Gunton', 'Gene Towne', 'C. Graham Baker', 'F. Hugh Herbert', 'Jerzy Kosinski', 'Jean Kerr', 'Alistair MacLean', 'William Rose', 'Joe Cornish', 'Donald Ogden Stewart', 'Philip Yordan', 'Michael Innes', 'Neal Purvis', 'Robert Wade', 'Stanley Shapiro', 'Paul Henning', 'Marcel Achard', 'Gerald Hanley', 'Sax Rohmer', 'Peter Sellers', 'Robert Sheckley', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', "Maryam d'Abo", 'Terence Rattigan', 'Ben Barzman', 'Nechama Tec', 'Isobel Lennart', 'Leonardo Bercovici', 'Basilio Franchina', 'Burt Cole', 'Leonard Wibberley', 'Teddi Sherman', 'James Leasor', 'Edgar Wright', 'Rumer Godden', 'Chris Weitz', 'Howard Hawks', 'Joe Penhall', 'Robert E. Sherwood', 'John Boulting', 'Stieg Larsson', 'Frank Harvey', 'Charles L. Clifford', 'Alan Hackney', 'Stanley Mann', 'Edward Zwick', 'H. Rider Haggard', 'Neil Simon', 'Joseph Hoffman', 'John Monk Saunders', 'Stephen Gross', 'P.G. Wodehouse', 'Robert Nathan', 'William Bowers', 'Robert Aldrich', 'Terry Southern', 'Jack Seddon', 'John Gay', 'Roger MacDougall', 'Elio Petri', 'Eric Ambler', 'Arthur Laurents', 'Jack Finney', 'Robin Estridge', 'Ian McEwan', 'Carl Foreman', 'Blake Edwards', 'Ethan Coen', 'Françoise Sagan', 'Wells Root', 'Peter Ustinov', 'Robert Hamer', 'Felix Jackson', 'Philip Pullman', 'Maurice Richlin', 'Harry Kurnitz', 'Steven Moffat', 'Steven Zaillian', 'Noel Langley', 'John Cleese', 'Cesare Zavattini', 'Joseph McGrath', 'John L. Balderston', 'Everett Freeman', 'Eric Hatch', 'John Logan', 'Peter Berneis', 'Morrie Ryskind', 'Norman Krasna', 'Alan Simpson', 'Ray Galton', 'Nora Johnson']]
Predicted Ans:    Carl Foreman
Predicted Path:   Casino Royale --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Path (Raw):       Casino Royale --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Carl Foreman
Neg LogProb(↓):   1.389876
Path Entropy(↓):  1.681949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by harold young
Start Entity:     Harold Young
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Harold Young --[(INV) directed_by]--> The Scarlet Pimpernel --[in_language]--> English
Path (Raw):       Harold Young --[No Operation]--> Harold Young --[(INV) directed_by]--> The Scarlet Pimpernel --[in_language]--> English
Neg LogProb(↓):   0.660611
Path Entropy(↓):  0.700020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film one of our dinosaurs is missing
Start Entity:     One of Our Dinosaurs Is Missing
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   One of Our Dinosaurs Is Missing --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Path (Raw):       One of Our Dinosaurs Is Missing --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Neg LogProb(↓):   3.639266
Path Entropy(↓):  4.509029
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the three stooges in orbit
Start Entity:     The Three Stooges in Orbit
Gold Answer:      [["Rockin' in the Rockies", 'The Three Stooges Meet Hercules']]
Predicted Ans:    Rockin' in the Rockies
Predicted Path:   The Three Stooges in Orbit --[starred_actors]--> Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies
Path (Raw):       The Three Stooges in Orbit --[starred_actors]--> Moe Howard --[No Operation]--> Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies
Neg LogProb(↓):   0.127662
Path Entropy(↓):  0.372640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the brothers grimm
Start Entity:     The Brothers Grimm
Gold Answer:      [['Drama', 'Horror', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Brothers Grimm --[written_by]--> Ehren Kruger --[(INV) written_by]--> Arlington Road --[has_genre]--> Drama
Path (Raw):       The Brothers Grimm --[written_by]--> Ehren Kruger --[(INV) written_by]--> Arlington Road --[has_genre]--> Drama
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the magic box
Start Entity:     The Magic Box
Gold Answer:      [['1950', '1947', '1959', '2010']]
Predicted Ans:    1950
Predicted Path:   The Magic Box --[directed_by]--> John Boulting --[(INV) directed_by]--> Seven Days to Noon --[release_year]--> 1950
Path (Raw):       The Magic Box --[directed_by]--> John Boulting --[(INV) directed_by]--> Seven Days to Noon --[release_year]--> 1950
Neg LogProb(↓):   0.089505
Path Entropy(↓):  0.374923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the wonders
Start Entity:     The Wonders
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Wonders --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Wonders --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.321794
Path Entropy(↓):  4.542028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jordi molla were directed by who
Start Entity:     Jordi Mollà
Gold Answer:      [['Olivier Megaton', 'Gerardo Vera']]
Predicted Ans:    Gerardo Vera
Predicted Path:   Jordi Mollà --[(INV) starred_actors]--> Second Skin --[directed_by]--> Gerardo Vera
Path (Raw):       Jordi Mollà --[No Operation]--> Jordi Mollà --[(INV) starred_actors]--> Second Skin --[directed_by]--> Gerardo Vera
Neg LogProb(↓):   0.030432
Path Entropy(↓):  0.134650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of she's the one starred who
Start Entity:     She's the One
Gold Answer:      [['Matt Bush', 'Edward Burns', 'Kerry Bishé', 'Caitlin FitzGerald', 'Marsha Dietlein', 'Selma Blair', 'Lauren Holly', 'Elijah Wood', 'Connie Britton']]
Predicted Ans:    Edward Burns
Predicted Path:   She's the One --[directed_by]--> Edward Burns --[(INV) directed_by]--> The Groomsmen --[directed_by]--> Edward Burns
Path (Raw):       She's the One --[directed_by]--> Edward Burns --[(INV) directed_by]--> The Groomsmen --[directed_by]--> Edward Burns
Neg LogProb(↓):   0.875022
Path Entropy(↓):  1.669158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the leopard man director
Start Entity:     The Leopard Man
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Leopard Man --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[has_genre]--> Drama
Path (Raw):       The Leopard Man --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[has_genre]--> Drama
Neg LogProb(↓):   0.391116
Path Entropy(↓):  1.058350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in midway
Start Entity:     Midway
Gold Answer:      [['William Dieterle', 'Cecil B. DeMille', 'Delmer Daves', 'Leigh Jason', 'William A. Wellman', 'Mark Rydell', 'Leslie Fenton', 'Giulio Paradisi', 'Ovidio G. Assonitis', 'Otto Preminger', 'Michael Lehmann', 'Melville Shavelson', 'S. Sylvan Simon', 'Aric Avelino', 'Curtis Bernhardt', 'Bruce Geller', 'Joseph Sargent', 'Don Siegel', 'Delbert Mann', 'Alan Jacobs', 'James Goldstone', 'William Wyler', 'Nick Murphy', 'Brian Levant', 'Steve Miner', 'Sam Peckinpah', 'J. Lee Thompson', 'Daniel Mann', 'Fritz Lang', 'Mike Newell', 'Michael Crichton', 'Richard Fleischer', 'Tom Gries', 'Mervyn LeRoy', 'Guy Green', 'Richard Thorpe', 'Alex Proyas', 'Stewart Raffill', 'Bernard Girard', 'Pupi Avati', 'Byron Haskin', 'Anthony Mann', 'Budd Boetticher', 'Larry Peerce', 'Herbert Ross', 'Stanley Donen', 'Tim Burton', 'Irving Reis', 'Charles Marquis Warren', 'Richard Brooks', 'Joseph H. Lewis', 'Phil Karlson', 'Ken Hughes', 'Joseph L. Mankiewicz', 'John Cromwell', 'Vincent McEveety', 'Rudolph Maté', 'Henry Levin', 'Preston Sturges', 'Carol Reed', 'Christopher Coppola', 'Henry Hathaway', 'Charlton Heston', 'King Vidor', 'Thomas McCarthy', 'Jerry Lewis', 'Jack Smight', 'George Marshall', 'Franklin J. Schaffner', 'Henry King', 'Andrew Davis', 'Stefan Ruzowitzky', 'Michael Winner', 'Wesley Ruggles', 'Sergio Leone', 'Vincente Minnelli', 'Alfred Hitchcock', 'Theodore J. Flicker', 'Fielder Cook', 'Malcolm D. Lee', 'Charles Vidor', 'Fraser Clarke Heston', 'Arthur Hiller', 'Edward Dmytryk', 'John Huston', 'Basil Dearden', 'Richard C. Sarafian', 'Michael Anderson', 'Alexander Mackendrick', 'Gordon Douglas', 'Richard Quine', 'Blake Edwards', 'John Ford', 'Jim McBride', 'Ken Annakin', 'Nicholas Ray', 'Mark Robson', 'Boris Sagal', 'Frank Capra', 'Anatole Litvak', 'Michael Gordon', 'Paul Newman', 'Joshua Logan', 'Gene Kelly', 'Roger Corman', 'John Guillermin', 'Orson Welles', 'George Stevens', 'Ralph Nelson']]
Predicted Ans:    Fraser Clarke Heston
Predicted Path:   Midway --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Treasure Island --[directed_by]--> Fraser Clarke Heston
Path (Raw):       Midway --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Treasure Island --[directed_by]--> Fraser Clarke Heston
Neg LogProb(↓):   1.390886
Path Entropy(↓):  2.712815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of spin
Start Entity:     Spin
Gold Answer:      [['Henry Pincus']]
Predicted Ans:    Donald Everett Axinn
Predicted Path:   Spin --[written_by]--> Donald Everett Axinn --[(INV) written_by]--> Spin --[written_by]--> Donald Everett Axinn
Path (Raw):       Spin --[written_by]--> Donald Everett Axinn --[(INV) written_by]--> Spin --[written_by]--> Donald Everett Axinn
Neg LogProb(↓):   0.004486
Path Entropy(↓):  0.031514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a movie written by eric schaeffer
Start Entity:     Eric Schaeffer
Gold Answer:      [['If Lucy Fell', 'Fall']]
Predicted Ans:    If Lucy Fell
Predicted Path:   Eric Schaeffer --[(INV) written_by]--> If Lucy Fell --[written_by]--> Eric Schaeffer --[(INV) written_by]--> If Lucy Fell
Path (Raw):       Eric Schaeffer --[(INV) written_by]--> If Lucy Fell --[written_by]--> Eric Schaeffer --[(INV) written_by]--> If Lucy Fell
Neg LogProb(↓):   0.004764
Path Entropy(↓):  0.033397
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jo eisinger write
Start Entity:     Jo Eisinger
Gold Answer:      [['Crime of Passion']]
Predicted Ans:    Crime of Passion
Predicted Path:   Jo Eisinger --[(INV) written_by]--> Crime of Passion --[written_by]--> Jo Eisinger --[(INV) written_by]--> Crime of Passion
Path (Raw):       Jo Eisinger --[(INV) written_by]--> Crime of Passion --[written_by]--> Jo Eisinger --[(INV) written_by]--> Crime of Passion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the castaway director
Start Entity:     Castaway
Gold Answer:      [['Edward Bond', 'James Vance Marshall', 'Terry Johnson', 'Nigel Kneale', 'Roald Dahl', 'Daphne Du Maurier', 'Norah Lofts', 'Fredric M. Frank', 'Donald Cammell', 'Walter Tevis', 'Harold Lamb', 'Dennis Potter', 'Vladimir Jabotinsky', 'Shinji Aoyama']]
Predicted Ans:    Lucy Irvine
Predicted Path:   Castaway --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[written_by]--> Lucy Irvine
Path (Raw):       Castaway --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[written_by]--> Lucy Irvine
Neg LogProb(↓):   0.571102
Path Entropy(↓):  1.207837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in o
Start Entity:     O
Gold Answer:      [['Martin Sheen', 'Andrew Keegan', 'Josh Hartnett', 'Mekhi Phifer']]
Predicted Ans:    Josh Hartnett
Predicted Path:   O --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Path (Raw):       O --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Resurrecting the Champ --[starred_actors]--> Josh Hartnett
Neg LogProb(↓):   0.029607
Path Entropy(↓):  0.160699
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by veikko huovinen
Start Entity:     Veikko Huovinen
Gold Answer:      [['Markku Pölönen']]
Predicted Ans:    Markku Pölönen
Predicted Path:   Veikko Huovinen --[(INV) written_by]--> Dog Nail Clipper --[directed_by]--> Markku Pölönen
Path (Raw):       Veikko Huovinen --[No Operation]--> Veikko Huovinen --[(INV) written_by]--> Dog Nail Clipper --[directed_by]--> Markku Pölönen
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed flirtation walk
Start Entity:     Flirtation Walk
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Flirtation Walk --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Flirtation Walk --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693200
Path Entropy(↓):  0.693776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by loretta young
Start Entity:     Loretta Young
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Loretta Young --[(INV) starred_actors]--> Come to the Stable --[in_language]--> French
Path (Raw):       Loretta Young --[No Operation]--> Loretta Young --[(INV) starred_actors]--> Come to the Stable --[in_language]--> French
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by isabel coixet
Start Entity:     Isabel Coixet
Gold Answer:      [['Nanci Kincaid', 'Nicholas Meyer', 'Philip Roth']]
Predicted Ans:    Isabel Coixet
Predicted Path:   Isabel Coixet --[(INV) written_by]--> My Life Without Me --[directed_by]--> Isabel Coixet
Path (Raw):       Isabel Coixet --[No Operation]--> Isabel Coixet --[(INV) written_by]--> My Life Without Me --[directed_by]--> Isabel Coixet
Neg LogProb(↓):   0.771621
Path Entropy(↓):  0.954903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movie did patty dann write the story for
Start Entity:     Patty Dann
Gold Answer:      [['Mermaids']]
Predicted Ans:    Mermaids
Predicted Path:   Patty Dann --[(INV) written_by]--> Mermaids --[written_by]--> Patty Dann --[(INV) written_by]--> Mermaids
Path (Raw):       Patty Dann --[(INV) written_by]--> Mermaids --[written_by]--> Patty Dann --[(INV) written_by]--> Mermaids
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by gilles mimouni release
Start Entity:     Gilles Mimouni
Gold Answer:      [['1996', '1960']]
Predicted Ans:    1960
Predicted Path:   Gilles Mimouni --[(INV) directed_by]--> The Apartment --[release_year]--> 1960
Path (Raw):       Gilles Mimouni --[No Operation]--> Gilles Mimouni --[(INV) directed_by]--> The Apartment --[release_year]--> 1960
Neg LogProb(↓):   0.154948
Path Entropy(↓):  0.411339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films unaccompanied minors are written by who
Start Entity:     Unaccompanied Minors
Gold Answer:      [['Anne Holm', 'Annie Mumolo', 'Kristen Wiig', 'Paul Feig', 'Katie Dippold']]
Predicted Ans:    Annie Mumolo
Predicted Path:   Unaccompanied Minors --[directed_by]--> Paul Feig --[(INV) directed_by]--> Bridesmaids --[written_by]--> Annie Mumolo
Path (Raw):       Unaccompanied Minors --[directed_by]--> Paul Feig --[(INV) directed_by]--> Bridesmaids --[written_by]--> Annie Mumolo
Neg LogProb(↓):   0.191956
Path Entropy(↓):  0.523013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed ride with the devil
Start Entity:     Ride with the Devil
Gold Answer:      [['Mandarin', 'French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   Ride with the Devil --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[in_language]--> English
Path (Raw):       Ride with the Devil --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[in_language]--> English
Neg LogProb(↓):   0.115384
Path Entropy(↓):  0.384160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by stacy peralta
Start Entity:     Stacy Peralta
Gold Answer:      [['Sport', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Stacy Peralta --[(INV) directed_by]--> Riding Giants --[has_genre]--> Documentary
Path (Raw):       Stacy Peralta --[No Operation]--> Stacy Peralta --[(INV) directed_by]--> Riding Giants --[has_genre]--> Documentary
Neg LogProb(↓):   0.068382
Path Entropy(↓):  0.269218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was efram potelle the director for
Start Entity:     Efram Potelle
Gold Answer:      [['The Battle of Shaker Heights']]
Predicted Ans:    Infestation
Predicted Path:   Efram Potelle --[(INV) directed_by]--> The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation
Path (Raw):       Efram Potelle --[(INV) directed_by]--> The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation
Neg LogProb(↓):   0.009465
Path Entropy(↓):  0.056944
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of la notte
Start Entity:     La Notte
Gold Answer:      [['The Passenger', 'Identification of a Woman', 'Story of a Love Affair', 'Red Desert', "L'Avventura", 'Eros', 'Beyond the Clouds', "L'Eclisse", 'Zabriskie Point', 'Il Grido']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   La Notte --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds
Path (Raw):       La Notte --[No Operation]--> La Notte --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds
Neg LogProb(↓):   0.270336
Path Entropy(↓):  0.851163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is cape fear
Start Entity:     Cape Fear
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Cape Fear --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Cape Fear --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   2.276938
Path Entropy(↓):  3.368638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote rebecca
Start Entity:     Rebecca
Gold Answer:      [['Robert E. Sherwood', 'Daphne Du Maurier', 'Michael Hogan', 'Joan Harrison', 'Philip MacDonald']]
Predicted Ans:    Joan Harrison
Predicted Path:   Rebecca --[written_by]--> Joan Harrison --[(INV) written_by]--> Foreign Correspondent --[written_by]--> Joan Harrison
Path (Raw):       Rebecca --[written_by]--> Joan Harrison --[(INV) written_by]--> Foreign Correspondent --[written_by]--> Joan Harrison
Neg LogProb(↓):   0.063438
Path Entropy(↓):  0.340061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by luis valdez
Start Entity:     Luis Valdez
Gold Answer:      [['Esai Morales', 'Rosanna DeSoto', 'Lou Diamond Phillips', 'Tyne Daly', 'Daniel Valdez', 'Edward James Olmos', 'Elizabeth Peña']]
Predicted Ans:    Edward James Olmos
Predicted Path:   Luis Valdez --[(INV) directed_by]--> Zoot Suit --[starred_actors]--> Edward James Olmos
Path (Raw):       Luis Valdez --[No Operation]--> Luis Valdez --[(INV) directed_by]--> Zoot Suit --[starred_actors]--> Edward James Olmos
Neg LogProb(↓):   0.083685
Path Entropy(↓):  0.305897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of midnight lace also wrote which films
Start Entity:     Midnight Lace
Gold Answer:      [['Portrait in Black', '7 Women', 'Sapphire', "Charlie's Angels", 'Cast a Dark Shadow', 'White Heat', 'Backfire']]
Predicted Ans:    Midnight Lace
Predicted Path:   Midnight Lace --[written_by]--> Ben Roberts --[(INV) written_by]--> Midnight Lace
Path (Raw):       Midnight Lace --[written_by]--> Ben Roberts --[(INV) written_by]--> Midnight Lace --[No Operation]--> Midnight Lace
Neg LogProb(↓):   0.568957
Path Entropy(↓):  1.383921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the director of the beast must die
Start Entity:     The Beast Must Die
Gold Answer:      [['Paul Annett']]
Predicted Ans:    Paul Annett
Predicted Path:   The Beast Must Die --[directed_by]--> Paul Annett --[(INV) directed_by]--> The Beast Must Die --[directed_by]--> Paul Annett
Path (Raw):       The Beast Must Die --[directed_by]--> Paul Annett --[(INV) directed_by]--> The Beast Must Die --[directed_by]--> Paul Annett
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film friday
Start Entity:     Friday
Gold Answer:      [['1998', '2000', '2002']]
Predicted Ans:    1995
Predicted Path:   Friday --[written_by]--> Ice Cube --[(INV) written_by]--> Friday --[release_year]--> 1995
Path (Raw):       Friday --[written_by]--> Ice Cube --[(INV) written_by]--> Friday --[release_year]--> 1995
Neg LogProb(↓):   0.745556
Path Entropy(↓):  1.069402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film cold prey 2
Start Entity:     Cold Prey 2
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Cold Prey 2 --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Cold Prey 2 --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.135318
Path Entropy(↓):  4.631511
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of dark house starred who
Start Entity:     Dark House
Gold Answer:      [['Sean Patrick Flanery', 'Mary Steenburgen', 'Jeff Goldblum', 'Rose McGowan', 'Eric Roberts', 'Sam Rockwell', 'Bokeem Woodbine', 'Cynda Williams', 'Scott Mechlowicz', 'Lance Henriksen']]
Predicted Ans:    Eric Roberts
Predicted Path:   Dark House --[directed_by]--> Victor Salva --[(INV) directed_by]--> The Nature of the Beast --[starred_actors]--> Eric Roberts
Path (Raw):       Dark House --[directed_by]--> Victor Salva --[(INV) directed_by]--> The Nature of the Beast --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.062847
Path Entropy(↓):  0.267853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the dirty dozen
Start Entity:     The Dirty Dozen
Gold Answer:      [['1962', '1968', '1963', '1970', '1975', '1972', '1954', '1959', '1965', '1979', '1981', '1961', '1955', '1956', '1977']]
Predicted Ans:    1970
Predicted Path:   The Dirty Dozen --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> Too Late the Hero --[release_year]--> 1970
Path (Raw):       The Dirty Dozen --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> Too Late the Hero --[release_year]--> 1970
Neg LogProb(↓):   0.988654
Path Entropy(↓):  1.902625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for pumping iron
Start Entity:     Pumping Iron
Gold Answer:      [['George Butler']]
Predicted Ans:    George Butler
Predicted Path:   Pumping Iron --[directed_by]--> George Butler --[(INV) directed_by]--> Pumping Iron --[directed_by]--> George Butler
Path (Raw):       Pumping Iron --[directed_by]--> George Butler --[(INV) directed_by]--> Pumping Iron --[directed_by]--> George Butler
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Tom gries directed which films
Start Entity:     Tom Gries
Gold Answer:      [['The Hawaiians', '100 Rifles', 'Will Penny', 'Helter Skelter', 'The Greatest']]
Predicted Ans:    Will Penny
Predicted Path:   Tom Gries --[(INV) directed_by]--> Will Penny --[directed_by]--> Tom Gries --[(INV) directed_by]--> Will Penny
Path (Raw):       Tom Gries --[(INV) directed_by]--> Will Penny --[directed_by]--> Tom Gries --[(INV) directed_by]--> Will Penny
Neg LogProb(↓):   0.347652
Path Entropy(↓):  0.974678
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the stone angel writers
Start Entity:     The Stone Angel
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Stone Angel --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Path (Raw):       The Stone Angel --[written_by]--> Kari Skogland --[(INV) written_by]--> Fifty Dead Men Walking --[has_genre]--> Thriller
Neg LogProb(↓):   0.045162
Path Entropy(↓):  0.203753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with a carol for another christmas in
Start Entity:     A Carol for Another Christmas
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   A Carol for Another Christmas --[starred_actors]--> Ben Gazzara --[(INV) starred_actors]--> The Bridge at Remagen --[in_language]--> German
Path (Raw):       A Carol for Another Christmas --[starred_actors]--> Ben Gazzara --[(INV) starred_actors]--> The Bridge at Remagen --[in_language]--> German
Neg LogProb(↓):   0.095935
Path Entropy(↓):  0.400290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of only lovers left alive
Start Entity:     Only Lovers Left Alive
Gold Answer:      [['Broken Flowers', 'Permanent Vacation', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Night on Earth', 'Coffee and Cigarettes', 'Mystery Train']]
Predicted Ans:    Permanent Vacation
Predicted Path:   Only Lovers Left Alive --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation
Path (Raw):       Only Lovers Left Alive --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation --[No Operation]--> Permanent Vacation
Neg LogProb(↓):   1.066208
Path Entropy(↓):  1.680808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is marjorie morningstar
Start Entity:     Marjorie Morningstar
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marjorie Morningstar --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Marjorie Morningstar --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.412357
Path Entropy(↓):  4.541189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the accused
Start Entity:     The Accused
Gold Answer:      [['Matt Drake', 'Don Roos', 'Michael Bacall', 'Lawrence Lasker', 'Yolande Turner', 'Ken Friedman']]
Predicted Ans:    Tom Topor
Predicted Path:   The Accused --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused --[written_by]--> Tom Topor
Path (Raw):       The Accused --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused --[written_by]--> Tom Topor
Neg LogProb(↓):   0.025580
Path Entropy(↓):  0.154824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does brad dourif appear in
Start Entity:     Brad Dourif
Gold Answer:      [['The Exorcist III', 'Death and Cremation', 'Mississippi Burning', 'Seed of Chucky', 'Bride of Chucky', "Child's Play", 'The Wild Blue Yonder']]
Predicted Ans:    The Exorcist III
Predicted Path:   Brad Dourif --[(INV) starred_actors]--> The Wild Blue Yonder --[starred_actors]--> Brad Dourif --[(INV) starred_actors]--> The Exorcist III
Path (Raw):       Brad Dourif --[(INV) starred_actors]--> The Wild Blue Yonder --[starred_actors]--> Brad Dourif --[(INV) starred_actors]--> The Exorcist III
Neg LogProb(↓):   0.675515
Path Entropy(↓):  1.186636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the edge of the world
Start Entity:     The Edge of the World
Gold Answer:      [['1948', '1944', '1950', '1951', '1942', '1947', '1943']]
Predicted Ans:    1944
Predicted Path:   The Edge of the World --[written_by]--> Michael Powell --[(INV) written_by]--> A Canterbury Tale --[release_year]--> 1944
Path (Raw):       The Edge of the World --[written_by]--> Michael Powell --[(INV) written_by]--> A Canterbury Tale --[release_year]--> 1944
Neg LogProb(↓):   0.471387
Path Entropy(↓):  1.041189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by duncan tucker
Start Entity:     Duncan Tucker
Gold Answer:      [['Transamerica']]
Predicted Ans:    Transamerica
Predicted Path:   Duncan Tucker --[(INV) written_by]--> Transamerica --[written_by]--> Duncan Tucker --[(INV) written_by]--> Transamerica
Path (Raw):       Duncan Tucker --[(INV) written_by]--> Transamerica --[written_by]--> Duncan Tucker --[(INV) written_by]--> Transamerica
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor terence hill appeared in the same movie with who
Start Entity:     Terence Hill
Gold Answer:      [['Max von Sydow', 'Catherine Deneuve', 'Ernest Borgnine', 'Gene Hackman', 'Bud Spencer']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Terence Hill --[(INV) starred_actors]--> March or Die --[starred_actors]--> Catherine Deneuve
Path (Raw):       Terence Hill --[No Operation]--> Terence Hill --[(INV) starred_actors]--> March or Die --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.823386
Path Entropy(↓):  1.180934
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the paper chase
Start Entity:     The Paper Chase
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Paper Chase --[written_by]--> James Bridges --[(INV) written_by]--> The China Syndrome --[has_genre]--> Thriller
Path (Raw):       The Paper Chase --[written_by]--> James Bridges --[(INV) written_by]--> The China Syndrome --[has_genre]--> Thriller
Neg LogProb(↓):   0.038102
Path Entropy(↓):  0.166642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of la ceremonie
Start Entity:     La Cérémonie
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   La Cérémonie --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Path (Raw):       La Cérémonie --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   0.231873
Path Entropy(↓):  0.882212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor john mcmartin co - starred with who
Start Entity:     John McMartin
Gold Answer:      [['Shirley MacLaine', 'Ricardo Montalban']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   John McMartin --[(INV) starred_actors]--> Sweet Charity --[starred_actors]--> Shirley MacLaine
Path (Raw):       John McMartin --[No Operation]--> John McMartin --[(INV) starred_actors]--> Sweet Charity --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.000371
Path Entropy(↓):  0.003451
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did william keighley direct
Start Entity:     William Keighley
Gold Answer:      [['The Bride Came C.O.D.', 'The Man Who Came to Dinner', 'Brother Rat', 'Honeymoon', 'The Match King', 'The Adventures of Robin Hood', 'George Washington Slept Here', 'Ladies They Talk About']]
Predicted Ans:    George Washington Slept Here
Predicted Path:   William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[directed_by]--> William Keighley --[(INV) directed_by]--> George Washington Slept Here
Path (Raw):       William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[directed_by]--> William Keighley --[(INV) directed_by]--> George Washington Slept Here
Neg LogProb(↓):   1.461230
Path Entropy(↓):  2.398842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie tatie danielle
Start Entity:     Tatie Danielle
Gold Answer:      [['french']]
Predicted Ans:    french
Predicted Path:   Tatie Danielle --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Path (Raw):       Tatie Danielle --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Neg LogProb(↓):   0.109026
Path Entropy(↓):  0.346487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by george segal were released in which years
Start Entity:     George Segal
Gold Answer:      [['1970', '1967', '1979', '1974', '1977', '1968', '1973', '1972', '1971', '1989', '1996', '1981', '1978', '1964', '1975', '1966', '2005', '1991', '1965', '1969']]
Predicted Ans:    1989
Predicted Path:   George Segal --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Path (Raw):       George Segal --[No Operation]--> George Segal --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Neg LogProb(↓):   1.211612
Path Entropy(↓):  2.048375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of christmas with the kranks
Start Entity:     Christmas with the Kranks
Gold Answer:      [['The Tailor of Panama', 'Toy Story 3', 'My Girl', 'Chimpanzee', 'Dominick and Eugene', 'Galaxy Quest', 'My Girl 2', 'Toy Story', 'True Lies', 'Grandview, U.S.A.', 'Halloween', 'You Again', 'Crazy on the Outside', 'Halloween II', 'Terror Train', 'Who Is Cletis Tout?', 'Prom Night', 'Joe Somebody', 'Forever Young', 'For Richer or Poorer', 'Zoom', 'Freaky Friday', 'Blue Steel', 'The Fog', 'Amazing Grace and Chuck', 'Wild Hogs', 'Beverly Hills Chihuahua', 'A Fish Called Wanda', 'Big Trouble', 'House Arrest', 'Fierce Creatures', 'Jungle 2 Jungle', 'The Santa Clause', 'Virus']]
Predicted Ans:    Comedy
Predicted Path:   Christmas with the Kranks --[starred_actors]--> Jamie Lee Curtis --[(INV) starred_actors]--> A Fish Called Wanda --[has_genre]--> Comedy
Path (Raw):       Christmas with the Kranks --[starred_actors]--> Jamie Lee Curtis --[(INV) starred_actors]--> A Fish Called Wanda --[has_genre]--> Comedy
Neg LogProb(↓):   1.107191
Path Entropy(↓):  1.444890
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share screenwriters with lathe of heaven were released in which years
Start Entity:     Lathe of Heaven
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Lathe of Heaven --[written_by]--> Ursula K. Le Guin --[(INV) written_by]--> The Lathe of Heaven --[release_year]--> 1980
Path (Raw):       Lathe of Heaven --[written_by]--> Ursula K. Le Guin --[(INV) written_by]--> The Lathe of Heaven --[release_year]--> 1980
Neg LogProb(↓):   0.000799
Path Entropy(↓):  0.006497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by ali mosaffa
Start Entity:     Ali Mosaffa
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ali Mosaffa --[(INV) starred_actors]--> The Past --[has_genre]--> Drama
Path (Raw):       Ali Mosaffa --[No Operation]--> Ali Mosaffa --[(INV) starred_actors]--> The Past --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film the high cost of living
Start Entity:     The High Cost of Living
Gold Answer:      [['Deborah Chow']]
Predicted Ans:    Deborah Chow
Predicted Path:   The High Cost of Living --[written_by]--> Deborah Chow --[(INV) written_by]--> The High Cost of Living --[written_by]--> Deborah Chow
Path (Raw):       The High Cost of Living --[written_by]--> Deborah Chow --[(INV) written_by]--> The High Cost of Living --[written_by]--> Deborah Chow
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by roberto rossellini
Start Entity:     roberto rossellini
Gold Answer:      [['Rome, Open City', 'The Flowers of St. Francis', "Europe '51", 'Ro.Go.Pa.G.', 'Journey to Italy', 'Stromboli', 'Paisan']]
Predicted Ans:    Paisan
Predicted Path:   roberto rossellini --[(INV) has_tags]--> Rome, Open City --[has_tags]--> roberto rossellini --[(INV) has_tags]--> Paisan
Path (Raw):       roberto rossellini --[(INV) has_tags]--> Rome, Open City --[has_tags]--> roberto rossellini --[(INV) has_tags]--> Paisan
Neg LogProb(↓):   0.932432
Path Entropy(↓):  1.597449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of stranger in the house also starred in which films
Start Entity:     Stranger in the House
Gold Answer:      [['The Stunt Man', 'Lifeforce', 'Helter Skelter']]
Predicted Ans:    The Stunt Man
Predicted Path:   Stranger in the House --[starred_actors]--> Steve Railsback --[(INV) starred_actors]--> The Stunt Man
Path (Raw):       Stranger in the House --[starred_actors]--> Steve Railsback --[No Operation]--> Steve Railsback --[(INV) starred_actors]--> The Stunt Man
Neg LogProb(↓):   0.682124
Path Entropy(↓):  1.189419
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by faster, pussycat! kill! kill! writers
Start Entity:     Faster, Pussycat! Kill! Kill!
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer --[(INV) written_by]--> Up! --[has_genre]--> Comedy
Path (Raw):       Faster, Pussycat! Kill! Kill! --[written_by]--> Russ Meyer --[(INV) written_by]--> Up! --[has_genre]--> Comedy
Neg LogProb(↓):   0.243411
Path Entropy(↓):  0.530086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film fade to black
Start Entity:     Fade to Black
Gold Answer:      [['Jonathan Glazer', 'John le Carré', 'Jeffrey Caine', 'Steve Niles', 'Sngmoo Lee', 'Danny Moynihan', 'Steve Tesich', 'Guillermo Arriaga']]
Predicted Ans:    Steve Tesich
Predicted Path:   Fade to Black --[starred_actors]--> Dennis Christopher --[(INV) starred_actors]--> Breaking Away --[written_by]--> Steve Tesich
Path (Raw):       Fade to Black --[starred_actors]--> Dennis Christopher --[(INV) starred_actors]--> Breaking Away --[written_by]--> Steve Tesich
Neg LogProb(↓):   0.647891
Path Entropy(↓):  1.085868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was world war z released
Start Entity:     World War Z
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   World War Z --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       World War Z --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   2.211471
Path Entropy(↓):  3.712393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is hot shots!
Start Entity:     Hot Shots!
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hot Shots! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Hot Shots! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.398860
Path Entropy(↓):  4.445882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by peppino de filippo
Start Entity:     Peppino De Filippo
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Peppino De Filippo --[(INV) starred_actors]--> Variety Lights --[in_language]--> Italian
Path (Raw):       Peppino De Filippo --[No Operation]--> Peppino De Filippo --[(INV) starred_actors]--> Variety Lights --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of om shanti om
Start Entity:     Om Shanti Om
Gold Answer:      [['Raajneeti', 'D-Day', 'Don', 'Heroine', 'Aankhen', 'Ra.One']]
Predicted Ans:    Aankhen
Predicted Path:   Om Shanti Om --[starred_actors]--> Arjun Rampal --[(INV) starred_actors]--> Aankhen
Path (Raw):       Om Shanti Om --[starred_actors]--> Arjun Rampal --[No Operation]--> Arjun Rampal --[(INV) starred_actors]--> Aankhen
Neg LogProb(↓):   0.072564
Path Entropy(↓):  0.299277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of ryan's daughter
Start Entity:     Ryan's Daughter
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Ryan's Daughter --[release_year]--> 1970 --[(INV) release_year]--> The Wild Child --[release_year]--> 1970
Path (Raw):       Ryan's Daughter --[release_year]--> 1970 --[(INV) release_year]--> The Wild Child --[release_year]--> 1970
Neg LogProb(↓):   2.203096
Path Entropy(↓):  3.477154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by bramwell fletcher
Start Entity:     Bramwell Fletcher
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Bramwell Fletcher --[(INV) starred_actors]--> Svengali --[has_genre]--> Drama
Path (Raw):       Bramwell Fletcher --[No Operation]--> Bramwell Fletcher --[(INV) starred_actors]--> Svengali --[has_genre]--> Drama
Neg LogProb(↓):   0.353109
Path Entropy(↓):  0.608731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by luck by chance writers release
Start Entity:     Luck by Chance
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Luck by Chance --[written_by]--> Zoya Akhtar --[(INV) written_by]--> Zindagi Na Milegi Dobara --[release_year]--> 2011
Path (Raw):       Luck by Chance --[written_by]--> Zoya Akhtar --[(INV) written_by]--> Zindagi Na Milegi Dobara --[release_year]--> 2011
Neg LogProb(↓):   0.032432
Path Entropy(↓):  0.141325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by penelope spheeris in
Start Entity:     Penelope Spheeris
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[has_genre]--> Comedy
Path (Raw):       Penelope Spheeris --[No Operation]--> Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[has_genre]--> Comedy
Neg LogProb(↓):   0.007521
Path Entropy(↓):  0.049495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by susan taslimi release
Start Entity:     Susan Taslimi
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Susan Taslimi --[(INV) starred_actors]--> Bashu, the Little Stranger --[release_year]--> 1989
Path (Raw):       Susan Taslimi --[No Operation]--> Susan Taslimi --[(INV) starred_actors]--> Bashu, the Little Stranger --[release_year]--> 1989
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the way
Start Entity:     The Way
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Way --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Way --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.431553
Path Entropy(↓):  4.756606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the eddy duchin story director release
Start Entity:     The Eddy Duchin Story
Gold Answer:      [['1963', '1946', '1966', '1944', '1957', '1960', '1950', '1951', '1936', '1953', '1947', '1945', '1955', '1952']]
Predicted Ans:    1951
Predicted Path:   The Eddy Duchin Story --[directed_by]--> George Sidney --[(INV) directed_by]--> Show Boat --[release_year]--> 1951
Path (Raw):       The Eddy Duchin Story --[directed_by]--> George Sidney --[(INV) directed_by]--> Show Boat --[release_year]--> 1951
Neg LogProb(↓):   0.889805
Path Entropy(↓):  1.961848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by cory booker
Start Entity:     Cory Booker
Gold Answer:      [['Marshall Curry']]
Predicted Ans:    Marshall Curry
Predicted Path:   Cory Booker --[(INV) starred_actors]--> Street Fight --[directed_by]--> Marshall Curry
Path (Raw):       Cory Booker --[No Operation]--> Cory Booker --[(INV) starred_actors]--> Street Fight --[directed_by]--> Marshall Curry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films the human race are written by who
Start Entity:     The Human Race
Gold Answer:      [['Paul Hough']]
Predicted Ans:    Paul Hough
Predicted Path:   The Human Race --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Backyard --[written_by]--> Paul Hough
Path (Raw):       The Human Race --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Backyard --[written_by]--> Paul Hough
Neg LogProb(↓):   0.328158
Path Entropy(↓):  0.593292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did wesley jonathan star in
Start Entity:     Wesley Jonathan
Gold Answer:      [['Crossover', 'Roll Bounce']]
Predicted Ans:    Let's Go to Prison
Predicted Path:   Wesley Jonathan --[(INV) starred_actors]--> Roll Bounce --[starred_actors]--> Chi McBride --[(INV) starred_actors]--> Let's Go to Prison
Path (Raw):       Wesley Jonathan --[(INV) starred_actors]--> Roll Bounce --[starred_actors]--> Chi McBride --[(INV) starred_actors]--> Let's Go to Prison
Neg LogProb(↓):   0.314445
Path Entropy(↓):  0.593040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of mr. moto's last warning also wrote which movies
Start Entity:     Mr. Moto's Last Warning
Gold Answer:      [['Think Fast, Mr. Moto', 'The Late George Apley', 'Mr. Moto Takes a Chance', 'Mysterious Mr. Moto', 'Thank You, Mr. Moto', "B.F.'s Daughter"]]
Predicted Ans:    Mysterious Mr. Moto
Predicted Path:   Mr. Moto's Last Warning --[written_by]--> John P. Marquand --[(INV) written_by]--> Mysterious Mr. Moto
Path (Raw):       Mr. Moto's Last Warning --[written_by]--> John P. Marquand --[(INV) written_by]--> Mysterious Mr. Moto --[No Operation]--> Mysterious Mr. Moto
Neg LogProb(↓):   0.405751
Path Entropy(↓):  0.662384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the temptress
Start Entity:     The Temptress
Gold Answer:      [['Vicente Blasco Ibáñez', 'Dorothy Farnum']]
Predicted Ans:    Vicente Blasco Ibáñez
Predicted Path:   The Temptress --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand --[written_by]--> Vicente Blasco Ibáñez
Path (Raw):       The Temptress --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand --[written_by]--> Vicente Blasco Ibáñez
Neg LogProb(↓):   0.374060
Path Entropy(↓):  0.621076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote waydowntown
Start Entity:     Waydowntown
Gold Answer:      [['Gary Burns']]
Predicted Ans:    Gary Burns
Predicted Path:   Waydowntown --[written_by]--> Gary Burns --[(INV) written_by]--> Waydowntown --[written_by]--> Gary Burns
Path (Raw):       Waydowntown --[written_by]--> Gary Burns --[(INV) written_by]--> Waydowntown --[written_by]--> Gary Burns
Neg LogProb(↓):   0.002831
Path Entropy(↓):  0.019413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of decision before dawn
Start Entity:     Decision Before Dawn
Gold Answer:      [['George Howe', 'Peter Viertel']]
Predicted Ans:    Peter Viertel
Predicted Path:   Decision Before Dawn --[written_by]--> Peter Viertel --[(INV) written_by]--> Decision Before Dawn --[written_by]--> Peter Viertel
Path (Raw):       Decision Before Dawn --[written_by]--> Peter Viertel --[(INV) written_by]--> Decision Before Dawn --[written_by]--> Peter Viertel
Neg LogProb(↓):   0.928687
Path Entropy(↓):  1.293759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote things behind the sun
Start Entity:     Things Behind the Sun
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Things Behind the Sun --[written_by]--> Allison Anders --[(INV) written_by]--> Four Rooms --[has_genre]--> Comedy
Path (Raw):       Things Behind the Sun --[written_by]--> Allison Anders --[(INV) written_by]--> Four Rooms --[has_genre]--> Comedy
Neg LogProb(↓):   0.004471
Path Entropy(↓):  0.029470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did murray hamilton act in
Start Entity:     Murray Hamilton
Gold Answer:      [['No Time for Sergeants', 'Brubaker']]
Predicted Ans:    Brubaker
Predicted Path:   Murray Hamilton --[(INV) starred_actors]--> Brubaker --[written_by]--> Joe Hyams --[(INV) written_by]--> Brubaker
Path (Raw):       Murray Hamilton --[(INV) starred_actors]--> Brubaker --[written_by]--> Joe Hyams --[(INV) written_by]--> Brubaker
Neg LogProb(↓):   1.178006
Path Entropy(↓):  1.836382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the ballad of cable hogue was
Start Entity:     The Ballad of Cable Hogue
Gold Answer:      [['Sam Peckinpah']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Ballad of Cable Hogue --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> Convoy --[directed_by]--> Sam Peckinpah
Path (Raw):       The Ballad of Cable Hogue --[directed_by]--> Sam Peckinpah --[(INV) directed_by]--> Convoy --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.216550
Path Entropy(↓):  0.810265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film young goethe in love
Start Entity:     Young Goethe in Love
Gold Answer:      [['Dennis Gansel', 'Oskar Roehler', 'Thomas Jahn', 'Tom Tykwer', 'Uli Edel']]
Predicted Ans:    Tom Tykwer
Predicted Path:   Young Goethe in Love --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[directed_by]--> Tom Tykwer
Path (Raw):       Young Goethe in Love --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[directed_by]--> Tom Tykwer
Neg LogProb(↓):   0.448072
Path Entropy(↓):  0.849560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie the wind will carry us
Start Entity:     The Wind Will Carry Us
Gold Answer:      [['abbas kiarostami', 'iran']]
Predicted Ans:    abbas kiarostami
Predicted Path:   The Wind Will Carry Us --[has_tags]--> abbas kiarostami --[(INV) has_tags]--> Like Someone in Love --[has_tags]--> abbas kiarostami
Path (Raw):       The Wind Will Carry Us --[has_tags]--> abbas kiarostami --[(INV) has_tags]--> Like Someone in Love --[has_tags]--> abbas kiarostami
Neg LogProb(↓):   0.064355
Path Entropy(↓):  0.233945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by jason friedberg fall under
Start Entity:     Jason Friedberg
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Jason Friedberg --[(INV) written_by]--> Spy Hard --[has_genre]--> Comedy
Path (Raw):       Jason Friedberg --[No Operation]--> Jason Friedberg --[(INV) written_by]--> Spy Hard --[has_genre]--> Comedy
Neg LogProb(↓):   0.038819
Path Entropy(↓):  0.176699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by denis lavant
Start Entity:     Denis Lavant
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Denis Lavant --[No Operation]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.436134
Path Entropy(↓):  0.695158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie french twist were in which genres
Start Entity:     French Twist
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   French Twist --[starred_actors]--> Josiane Balasko --[(INV) starred_actors]--> French Twist --[has_genre]--> Comedy
Path (Raw):       French Twist --[starred_actors]--> Josiane Balasko --[(INV) starred_actors]--> French Twist --[has_genre]--> Comedy
Neg LogProb(↓):   0.008855
Path Entropy(↓):  0.051074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with bert kalmar
Start Entity:     Bert Kalmar
Gold Answer:      [['Nat Perrin', 'Arthur Sheekman', 'Harry Ruby']]
Predicted Ans:    Nat Perrin
Predicted Path:   Bert Kalmar --[(INV) written_by]--> Duck Soup --[written_by]--> Nat Perrin
Path (Raw):       Bert Kalmar --[No Operation]--> Bert Kalmar --[(INV) written_by]--> Duck Soup --[written_by]--> Nat Perrin
Neg LogProb(↓):   0.355802
Path Entropy(↓):  0.890074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of spike jonze directed movies
Start Entity:     Spike Jonze
Gold Answer:      [['2013', '1999', '2009', '2010']]
Predicted Ans:    2013
Predicted Path:   Spike Jonze --[(INV) directed_by]--> Her --[release_year]--> 2013
Path (Raw):       Spike Jonze --[No Operation]--> Spike Jonze --[(INV) directed_by]--> Her --[release_year]--> 2013
Neg LogProb(↓):   0.915728
Path Entropy(↓):  1.263507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by emmanuel bourdieu
Start Entity:     Emmanuel Bourdieu
Gold Answer:      [['Summer Phoenix', 'Ian Holm']]
Predicted Ans:    Ian Holm
Predicted Path:   Emmanuel Bourdieu --[(INV) written_by]--> Esther Kahn --[starred_actors]--> Ian Holm
Path (Raw):       Emmanuel Bourdieu --[No Operation]--> Emmanuel Bourdieu --[(INV) written_by]--> Esther Kahn --[starred_actors]--> Ian Holm
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of flipped starred who
Start Entity:     Flipped
Gold Answer:      [['Bruce Willis', 'Tom Cruise', 'Meg Ryan', 'Annette Bening', 'Jack Nicholson', 'John Cusack', 'James Woods', 'James Caan', 'Diane Keaton', 'Virginia Madsen', 'Jennifer Aniston', 'Alec Baldwin', 'Michelle Pfeiffer', 'Demi Moore', 'Martin Sheen', 'Michael Douglas', 'Whoopi Goldberg', 'Shirley MacLaine', 'Daphne Zuniga', 'Kevin Costner', 'Mark Ruffalo', 'Kathy Bates', 'Billy Crystal', 'Michael J. Fox', 'Frances Sternhagen', 'Richard Farnsworth', 'Jason Alexander', 'Morgan Freeman', 'Elijah Wood', 'Kevin Bacon', 'Sterling Jerins']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Flipped --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Path (Raw):       Flipped --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   1.441336
Path Entropy(↓):  2.269104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the underneath
Start Entity:     The Underneath
Gold Answer:      [['Criminal', 'Criss Cross', 'Solaris', 'King of the Hill', 'Eros', 'Sex, Lies, and Videotape']]
Predicted Ans:    Eros
Predicted Path:   The Underneath --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Eros
Path (Raw):       The Underneath --[No Operation]--> The Underneath --[written_by]--> Steven Soderbergh --[(INV) written_by]--> Eros
Neg LogProb(↓):   0.011784
Path Entropy(↓):  0.078072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is evilenko in
Start Entity:     Evilenko
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Evilenko --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Evilenko --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.638728
Path Entropy(↓):  2.659520
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is wild animals in
Start Entity:     Wild Animals
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Wild Animals --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Wild Animals --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.665252
Path Entropy(↓):  4.256052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie mary, queen of scots released
Start Entity:     Mary, Queen of Scots
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Mary, Queen of Scots --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       Mary, Queen of Scots --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   1.525317
Path Entropy(↓):  3.321416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in groundhog day
Start Entity:     Groundhog Day
Gold Answer:      [['W. Somerset Maugham', 'Mitch Glazer', 'Theodore Melfi', 'Bruce Willis', 'Albert Brooks', 'Howard Franklin', 'Robert Farrar', 'Raymond Carver', 'Frank Barhydt', 'John Byrum', 'Wes Anderson', 'Ken Friedman', 'George Clooney', 'Adam Resnick', 'Chris Elliott', 'Robert Altman', "Michael O'Donoghue", 'Grant Heslov', 'Charles Dickens', 'Jay Cronley', 'Yolande Turner', 'Owen Wilson', 'Wim Wenders', 'Hunter S. Thompson', 'Jim Jarmusch', 'Sofia Coppola', 'Markus Schleinzer', 'Peter Weir', 'Alison Maclean', 'Noah Baumbach', 'John August', 'Ryan Rowe', 'Ed Solomon', 'Bill Murray', 'John Kaye', 'C. Gaby Mitchell', 'Chris Provenzano', 'Dan Aykroyd', 'Harold Ramis', 'Roald Dahl', 'Craig Brewer', 'Robert M. Edsel', 'Jim Davis', 'Nora Ephron', 'John McKay', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Groundhog Day --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Path (Raw):       Groundhog Day --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Passion Play --[written_by]--> Mitch Glazer
Neg LogProb(↓):   0.857823
Path Entropy(↓):  2.016446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by hank nelken in
Start Entity:     Hank Nelken
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hank Nelken --[(INV) written_by]--> Are We Done Yet? --[has_genre]--> Comedy
Path (Raw):       Hank Nelken --[No Operation]--> Hank Nelken --[(INV) written_by]--> Are We Done Yet? --[has_genre]--> Comedy
Neg LogProb(↓):   0.000333
Path Entropy(↓):  0.002998
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of bandolero! starred who
Start Entity:     Bandolero!
Gold Answer:      [['Vera Miles', 'James Stewart', 'Dominique Dunne', 'Joe Don Baker', 'Martin Balsam', 'Patrick Wayne', 'Jim Hutton', 'Glenn Corbett', 'Doug McClure', 'Christopher George', 'Ben Johnson', 'Linda Evans', 'Roger Moore', 'Tom Selleck', 'James Arness', 'Sam Elliott', 'John Wayne', 'Juliet Mills', 'Forrest Tucker', 'Richard Harris', 'Richard Burton', 'Hardy Krüger', "Maureen O'Hara", 'Brian Keith', 'Katharine Ross', 'John Saxon', 'Rock Hudson']]
Predicted Ans:    John Wayne
Predicted Path:   Bandolero! --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> Chisum --[starred_actors]--> John Wayne
Path (Raw):       Bandolero! --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> Chisum --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.559577
Path Entropy(↓):  1.037459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of today's special
Start Entity:     Today's Special
Gold Answer:      [['Big Fan', 'The Chaperone', 'Zebrahead', 'The Dog Problem', 'Bandwagon']]
Predicted Ans:    Comedy
Predicted Path:   Today's Special --[starred_actors]--> Kevin Corrigan --[(INV) starred_actors]--> The Dog Problem --[has_genre]--> Comedy
Path (Raw):       Today's Special --[starred_actors]--> Kevin Corrigan --[(INV) starred_actors]--> The Dog Problem --[has_genre]--> Comedy
Neg LogProb(↓):   0.024882
Path Entropy(↓):  0.146361
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of once were warriors
Start Entity:     Once Were Warriors
Gold Answer:      [['Melanie Griffith', 'Alec Baldwin', 'Pierce Brosnan', 'Michael Madsen', 'Nick Nolte', 'Nicolas Cage', 'Jessica Biel', 'Morgan Freeman', 'Julianne Moore', 'Anthony Hopkins', 'Chazz Palminteri', 'Dominic Cooper']]
Predicted Ans:    Rena Owen
Predicted Path:   Once Were Warriors --[directed_by]--> Lee Tamahori --[(INV) directed_by]--> Once Were Warriors --[starred_actors]--> Rena Owen
Path (Raw):       Once Were Warriors --[directed_by]--> Lee Tamahori --[(INV) directed_by]--> Once Were Warriors --[starred_actors]--> Rena Owen
Neg LogProb(↓):   0.235991
Path Entropy(↓):  0.670477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in lady jane
Start Entity:     Lady Jane
Gold Answer:      [['Helena Bonham Carter']]
Predicted Ans:    Helena Bonham Carter
Predicted Path:   Lady Jane --[starred_actors]--> Helena Bonham Carter --[(INV) starred_actors]--> Lady Jane --[starred_actors]--> Helena Bonham Carter
Path (Raw):       Lady Jane --[starred_actors]--> Helena Bonham Carter --[(INV) starred_actors]--> Lady Jane --[starred_actors]--> Helena Bonham Carter
Neg LogProb(↓):   0.411333
Path Entropy(↓):  0.694339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in sixteen candles
Start Entity:     Sixteen Candles
Gold Answer:      [['1988', '2000', '1997', '1987', '1986']]
Predicted Ans:    1984
Predicted Path:   Sixteen Candles --[starred_actors]--> Michael Schoeffling --[(INV) starred_actors]--> Sixteen Candles --[release_year]--> 1984
Path (Raw):       Sixteen Candles --[starred_actors]--> Michael Schoeffling --[(INV) starred_actors]--> Sixteen Candles --[release_year]--> 1984
Neg LogProb(↓):   0.011387
Path Entropy(↓):  0.061996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of johnny whitaker acted films
Start Entity:     Johnny Whitaker
Gold Answer:      [['Stewart Raffill', 'Mark Twain', 'Richard M. Sherman', 'Robert B. Sherman']]
Predicted Ans:    Stewart Raffill
Predicted Path:   Johnny Whitaker --[(INV) starred_actors]--> Napoleon and Samantha --[written_by]--> Stewart Raffill
Path (Raw):       Johnny Whitaker --[No Operation]--> Johnny Whitaker --[(INV) starred_actors]--> Napoleon and Samantha --[written_by]--> Stewart Raffill
Neg LogProb(↓):   0.001476
Path Entropy(↓):  0.011086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of due date starred who
Start Entity:     Due Date
Gold Answer:      [['Zach Galifianakis', 'Jon Heder', 'Billy Bob Thornton', 'Vince Vaughn', 'Ian Carmichael', 'Luke Wilson', 'Justin Bartha', 'Will Ferrell', 'Bradley Cooper', 'Ed Helms']]
Predicted Ans:    Justin Bartha
Predicted Path:   Due Date --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Path (Raw):       Due Date --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Neg LogProb(↓):   0.143120
Path Entropy(↓):  0.558364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by david elfick
Start Entity:     David Elfick
Gold Answer:      [['Wendy Hughes', 'Bill Hunter']]
Predicted Ans:    Bill Hunter
Predicted Path:   David Elfick --[(INV) written_by]--> Newsfront --[starred_actors]--> Bill Hunter
Path (Raw):       David Elfick --[No Operation]--> David Elfick --[(INV) written_by]--> Newsfront --[starred_actors]--> Bill Hunter
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director sandra fierlinger co - directed films with who
Start Entity:     Sandra Fierlinger
Gold Answer:      [['Paul Fierlinger']]
Predicted Ans:    Sandra Fierlinger
Predicted Path:   Sandra Fierlinger --[(INV) directed_by]--> My Dog Tulip --[directed_by]--> Sandra Fierlinger
Path (Raw):       Sandra Fierlinger --[No Operation]--> Sandra Fierlinger --[(INV) directed_by]--> My Dog Tulip --[directed_by]--> Sandra Fierlinger
Neg LogProb(↓):   0.000128
Path Entropy(↓):  0.001282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie vatel
Start Entity:     Vatel
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1916', '2006', '1985', '1974', '2007', '1968', '1998', '2009', '2010', '2004', '2014', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2002', '2012', '1988', '1978', '2000', '1997', '1975', '1950', '2005', '1986', '1928']]
Predicted Ans:    2012
Predicted Path:   Vatel --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Arbitrage --[release_year]--> 2012
Path (Raw):       Vatel --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Arbitrage --[release_year]--> 2012
Neg LogProb(↓):   1.491660
Path Entropy(↓):  2.168432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie miracle
Start Entity:     Miracle
Gold Answer:      [['Angela Shelton', "Gavin O'Connor"]]
Predicted Ans:    Eric Guggenheim
Predicted Path:   Miracle --[directed_by]--> Gavin O'Connor --[(INV) directed_by]--> Miracle --[written_by]--> Eric Guggenheim
Path (Raw):       Miracle --[directed_by]--> Gavin O'Connor --[(INV) directed_by]--> Miracle --[written_by]--> Eric Guggenheim
Neg LogProb(↓):   0.759577
Path Entropy(↓):  1.166245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by salvador roselli starred which actors
Start Entity:     Salvador Roselli
Gold Answer:      [['Juan Fernández']]
Predicted Ans:    Juan Fernández
Predicted Path:   Salvador Roselli --[(INV) written_by]--> Liverpool --[starred_actors]--> Juan Fernández
Path (Raw):       Salvador Roselli --[No Operation]--> Salvador Roselli --[(INV) written_by]--> Liverpool --[starred_actors]--> Juan Fernández
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of four christmases
Start Entity:     Four Christmases
Gold Answer:      [['Charlie Day', 'Kevin Spacey', 'Melissa McCarthy', 'Jason Bateman']]
Predicted Ans:    Jason Bateman
Predicted Path:   Four Christmases --[directed_by]--> Seth Gordon --[(INV) directed_by]--> Identity Thief --[starred_actors]--> Jason Bateman
Path (Raw):       Four Christmases --[directed_by]--> Seth Gordon --[(INV) directed_by]--> Identity Thief --[starred_actors]--> Jason Bateman
Neg LogProb(↓):   0.018571
Path Entropy(↓):  0.093902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie millions in a few words
Start Entity:     Millions
Gold Answer:      [['british', 'danny boyle']]
Predicted Ans:    british
Predicted Path:   Millions --[has_tags]--> british --[(INV) has_tags]--> Evil Aliens --[has_tags]--> british
Path (Raw):       Millions --[has_tags]--> british --[(INV) has_tags]--> Evil Aliens --[has_tags]--> british
Neg LogProb(↓):   0.000700
Path Entropy(↓):  0.006144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with paula patton
Start Entity:     Paula Patton
Gold Answer:      [['Terrence Howard', 'Big Boi', 'Taye Diggs', 'Kelsey Grammer', 'Mariah Carey', 'Gabourey Sidibe', 'Kevin Costner', "Mo'Nique", 'Madeline Carroll', 'Derek Luke']]
Predicted Ans:    Gabourey Sidibe
Predicted Path:   Paula Patton --[(INV) starred_actors]--> Precious --[starred_actors]--> Gabourey Sidibe
Path (Raw):       Paula Patton --[No Operation]--> Paula Patton --[(INV) starred_actors]--> Precious --[starred_actors]--> Gabourey Sidibe
Neg LogProb(↓):   0.573873
Path Entropy(↓):  1.227575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor pierre brasseur appeared in the same movie with who
Start Entity:     Pierre Brasseur
Gold Answer:      [['Alida Valli']]
Predicted Ans:    Alida Valli
Predicted Path:   Pierre Brasseur --[(INV) starred_actors]--> Eyes Without a Face --[starred_actors]--> Alida Valli
Path (Raw):       Pierre Brasseur --[No Operation]--> Pierre Brasseur --[(INV) starred_actors]--> Eyes Without a Face --[starred_actors]--> Alida Valli
Neg LogProb(↓):   0.000284
Path Entropy(↓):  0.002603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the wizard of baghdad
Start Entity:     The Wizard of Baghdad
Gold Answer:      [['George Sherman']]
Predicted Ans:    John Wayne
Predicted Path:   The Wizard of Baghdad --[directed_by]--> George Sherman --[(INV) directed_by]--> Big Jake --[directed_by]--> John Wayne
Path (Raw):       The Wizard of Baghdad --[directed_by]--> George Sherman --[(INV) directed_by]--> Big Jake --[directed_by]--> John Wayne
Neg LogProb(↓):   0.046856
Path Entropy(↓):  0.197418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film hanky panky are directed by who
Start Entity:     Hanky Panky
Gold Answer:      [['Susan Stroman', 'Sidney Poitier', 'Leonard Nimoy', 'Gene Wilder', 'Buck Henry', 'Buster Keaton', 'Edward F. Cline', 'Robert Aldrich', 'John Leach', 'Mel Brooks', 'Waris Hussein', 'Bud Yorkin', 'Arthur Hiller']]
Predicted Ans:    Mel Brooks
Predicted Path:   Hanky Panky --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[directed_by]--> Mel Brooks
Path (Raw):       Hanky Panky --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[directed_by]--> Mel Brooks
Neg LogProb(↓):   0.033225
Path Entropy(↓):  0.175736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with charulata fall under
Start Entity:     Charulata
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Charulata --[directed_by]--> Satyajit Ray --[(INV) directed_by]--> Charulata --[has_genre]--> Drama
Path (Raw):       Charulata --[directed_by]--> Satyajit Ray --[(INV) directed_by]--> Charulata --[has_genre]--> Drama
Neg LogProb(↓):   0.018839
Path Entropy(↓):  0.094273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for los bandoleros
Start Entity:     Los Bandoleros
Gold Answer:      [['Vin Diesel']]
Predicted Ans:    Vin Diesel
Predicted Path:   Los Bandoleros --[directed_by]--> Vin Diesel --[(INV) directed_by]--> Los Bandoleros --[directed_by]--> Vin Diesel
Path (Raw):       Los Bandoleros --[directed_by]--> Vin Diesel --[(INV) directed_by]--> Los Bandoleros --[directed_by]--> Vin Diesel
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote sherlock holmes in washington
Start Entity:     Sherlock Holmes in Washington
Gold Answer:      [['Arthur Conan Doyle']]
Predicted Ans:    Arthur Conan Doyle
Predicted Path:   Sherlock Holmes in Washington --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> Sherlock Holmes Faces Death --[written_by]--> Arthur Conan Doyle
Path (Raw):       Sherlock Holmes in Washington --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> Sherlock Holmes Faces Death --[written_by]--> Arthur Conan Doyle
Neg LogProb(↓):   0.012667
Path Entropy(↓):  0.077748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of cooking with stella also wrote which movies
Start Entity:     Cooking with Stella
Gold Answer:      [['Water', 'Fire', 'Bollywood/Hollywood', 'Earth', 'The Forgotten Woman', "Midnight's Children"]]
Predicted Ans:    Earth
Predicted Path:   Cooking with Stella --[written_by]--> Deepa Mehta --[(INV) written_by]--> Earth
Path (Raw):       Cooking with Stella --[written_by]--> Deepa Mehta --[(INV) written_by]--> Earth --[No Operation]--> Earth
Neg LogProb(↓):   0.089488
Path Entropy(↓):  0.360129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed james dean
Start Entity:     James Dean
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   James Dean --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Path (Raw):       James Dean --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Neg LogProb(↓):   0.003322
Path Entropy(↓):  0.025072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the ghost and the darkness were in which languages
Start Entity:     The Ghost and the Darkness
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Ghost and the Darkness --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Path (Raw):       The Ghost and the Darkness --[written_by]--> William Goldman --[(INV) written_by]--> A Bridge Too Far --[in_language]--> German
Neg LogProb(↓):   0.019526
Path Entropy(↓):  0.110544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by leonard ripps
Start Entity:     Leonard Ripps
Gold Answer:      [['Tim Burton']]
Predicted Ans:    Tim Burton
Predicted Path:   Leonard Ripps --[(INV) written_by]--> Frankenweenie --[directed_by]--> Tim Burton
Path (Raw):       Leonard Ripps --[No Operation]--> Leonard Ripps --[(INV) written_by]--> Frankenweenie --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie miracle on 34th street
Start Entity:     Miracle on 34th Street
Gold Answer:      [['christmas', 'richard attenborough', 'elizabeth perkins', 'remake', 'santa claus']]
Predicted Ans:    santa claus
Predicted Path:   Miracle on 34th Street --[has_tags]--> santa claus --[(INV) has_tags]--> Rise of the Guardians --[has_tags]--> santa claus
Path (Raw):       Miracle on 34th Street --[has_tags]--> santa claus --[(INV) has_tags]--> Rise of the Guardians --[has_tags]--> santa claus
Neg LogProb(↓):   0.961097
Path Entropy(↓):  1.430602
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the saragossa manuscript
Start Entity:     The Saragossa Manuscript
Gold Answer:      [['Wojciech Has']]
Predicted Ans:    Wojciech Has
Predicted Path:   The Saragossa Manuscript --[directed_by]--> Wojciech Has --[(INV) directed_by]--> The Saragossa Manuscript --[directed_by]--> Wojciech Has
Path (Raw):       The Saragossa Manuscript --[directed_by]--> Wojciech Has --[(INV) directed_by]--> The Saragossa Manuscript --[directed_by]--> Wojciech Has
Neg LogProb(↓):   0.000344
Path Entropy(↓):  0.003136
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by mauro mendonca were in which genres
Start Entity:     Mauro Mendonça
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mauro Mendonça --[(INV) starred_actors]--> Dona Flor and Her Two Husbands --[has_genre]--> Comedy
Path (Raw):       Mauro Mendonça --[No Operation]--> Mauro Mendonça --[(INV) starred_actors]--> Dona Flor and Her Two Husbands --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by stuart burge release
Start Entity:     Stuart Burge
Gold Answer:      [['1995', '1965', '1952']]
Predicted Ans:    1995
Predicted Path:   Stuart Burge --[(INV) directed_by]--> Othello --[release_year]--> 1995
Path (Raw):       Stuart Burge --[No Operation]--> Stuart Burge --[(INV) directed_by]--> Othello --[release_year]--> 1995
Neg LogProb(↓):   0.673428
Path Entropy(↓):  1.030039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film the discreet charm of the bourgeoisie
Start Entity:     The Discreet Charm of the Bourgeoisie
Gold Answer:      [['Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   The Discreet Charm of the Bourgeoisie --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[directed_by]--> Luis Buñuel
Path (Raw):       The Discreet Charm of the Bourgeoisie --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Criminal Life of Archibaldo de la Cruz --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   1.349852
Path Entropy(↓):  2.262620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the woods are directed by who
Start Entity:     The Woods
Gold Answer:      [['Todd Haynes', 'Buddy Van Horn', 'Ira Sachs', 'Mel Damski', 'Don Coscarelli', 'William Lustig', 'Sam Kadi', 'Isabel Coixet', 'Sam Raimi', 'Scott Hicks', 'Larry Fessenden', 'Stephen Kay', 'Josh Becker', 'Daniel Petrie', 'Will Gluck', 'Chandler Tuttle', 'Bruce Campbell', 'Piers Haggard', 'Robby Henson']]
Predicted Ans:    Sam Raimi
Predicted Path:   The Woods --[starred_actors]--> Bruce Campbell --[(INV) starred_actors]--> Within the Woods --[directed_by]--> Sam Raimi
Path (Raw):       The Woods --[starred_actors]--> Bruce Campbell --[(INV) starred_actors]--> Within the Woods --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.630797
Path Entropy(↓):  1.113461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote werner herzog eats his shoe
Start Entity:     Werner Herzog Eats His Shoe
Gold Answer:      [['Werner Herzog', 'Denis Reichle', 'Ericson Core']]
Predicted Ans:    Werner Herzog
Predicted Path:   Werner Herzog Eats His Shoe --[written_by]--> Werner Herzog --[(INV) written_by]--> Cobra Verde --[directed_by]--> Werner Herzog
Path (Raw):       Werner Herzog Eats His Shoe --[written_by]--> Werner Herzog --[(INV) written_by]--> Cobra Verde --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.415160
Path Entropy(↓):  2.380687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in chad hanna
Start Entity:     Chad Hanna
Gold Answer:      [['Edward Dmytryk', 'John Cromwell', 'Fritz Lang', 'Cecil B. DeMille', 'Vincent McEveety', 'Delmer Daves', 'Leigh Jason', 'John Huston', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Mark Rydell', 'Preston Sturges', 'Richard Quine', 'Leslie Fenton', 'Rouben Mamoulian', 'Richard Thorpe', 'Ovidio G. Assonitis', 'Hal Walker', 'Henry Hathaway', 'Otto Preminger', 'King Vidor', 'John Ford', 'Jack Smight', 'Ken Annakin', 'George Marshall', 'Jim McBride', 'Pupi Avati', 'Melville Shavelson', 'Anthony Mann', 'Franklin J. Schaffner', 'Henry King', 'Anatole Litvak', 'Andrew Davis', 'Elliott Nugent', 'Sergio Leone', 'Wesley Ruggles', 'Paul Newman', 'Victor Schertzinger', 'Joshua Logan', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'Fielder Cook', 'Malcolm D. Lee', 'Irving Reis', 'James Goldstone', 'William Wyler', 'Norman Jewison', 'David Butler', 'Steve Miner', 'George Stevens', 'Norman Z. McLeod', 'Joseph L. Mankiewicz']]
Predicted Ans:    King Vidor
Predicted Path:   Chad Hanna --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> War and Peace --[directed_by]--> King Vidor
Path (Raw):       Chad Hanna --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> War and Peace --[directed_by]--> King Vidor
Neg LogProb(↓):   1.248749
Path Entropy(↓):  2.246459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by rachael bella were written by who
Start Entity:     Rachael Bella
Gold Answer:      [['Jon Schroder']]
Predicted Ans:    Jon Schroder
Predicted Path:   Rachael Bella --[(INV) starred_actors]--> Jimmy and Judy --[written_by]--> Jon Schroder
Path (Raw):       Rachael Bella --[No Operation]--> Rachael Bella --[(INV) starred_actors]--> Jimmy and Judy --[written_by]--> Jon Schroder
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with david ives
Start Entity:     David Ives
Gold Answer:      [['Roman Polanski']]
Predicted Ans:    Roman Polanski
Predicted Path:   David Ives --[(INV) written_by]--> Venus in Fur --[written_by]--> Roman Polanski
Path (Raw):       David Ives --[No Operation]--> David Ives --[(INV) written_by]--> Venus in Fur --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in aamir also appears in which films
Start Entity:     Aamir
Gold Answer:      [['Table No. 21']]
Predicted Ans:    Table No. 21
Predicted Path:   Aamir --[starred_actors]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21
Path (Raw):       Aamir --[starred_actors]--> Rajeev Khandelwal --[No Operation]--> Rajeev Khandelwal --[(INV) starred_actors]--> Table No. 21
Neg LogProb(↓):   0.003890
Path Entropy(↓):  0.025432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by the last command screenwriters
Start Entity:     The Last Command
Gold Answer:      [['Drama', 'War', 'Biography', 'Comedy']]
Predicted Ans:    Biography
Predicted Path:   The Last Command --[written_by]--> Herman J. Mankiewicz --[(INV) written_by]--> The Pride of St. Louis --[has_genre]--> Biography
Path (Raw):       The Last Command --[written_by]--> Herman J. Mankiewicz --[(INV) written_by]--> The Pride of St. Louis --[has_genre]--> Biography
Neg LogProb(↓):   0.075256
Path Entropy(↓):  0.261731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film bandslam were in which genres
Start Entity:     Bandslam
Gold Answer:      [['Musical', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bandslam --[directed_by]--> Todd Graff --[(INV) directed_by]--> Camp --[has_genre]--> Comedy
Path (Raw):       Bandslam --[directed_by]--> Todd Graff --[(INV) directed_by]--> Camp --[has_genre]--> Comedy
Neg LogProb(↓):   0.645499
Path Entropy(↓):  0.720156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by thornton wilder
Start Entity:     Thornton Wilder
Gold Answer:      [['Sam Wood', 'Danny Huston', 'Mary McGuckian', 'Joseph Anthony', 'Alfred Hitchcock']]
Predicted Ans:    Sam Wood
Predicted Path:   Thornton Wilder --[(INV) written_by]--> Our Town --[directed_by]--> Sam Wood
Path (Raw):       Thornton Wilder --[No Operation]--> Thornton Wilder --[(INV) written_by]--> Our Town --[directed_by]--> Sam Wood
Neg LogProb(↓):   0.890974
Path Entropy(↓):  1.063964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in two can play that game also appears in which movies
Start Entity:     Two Can Play That Game
Gold Answer:      [['The Perfect Holiday', 'Kingdom Come', 'The Best Man', 'The Brothers', 'The Call', 'The Cave', 'Set It Off', 'Half Past Dead', 'Juwanna Mann', 'The Best Man Holiday', 'Why Do Fools Fall in Love', 'The Hard Corps', 'Soul Food', 'Boat Trip']]
Predicted Ans:    Henry Fonda
Predicted Path:   Two Can Play That Game --[starred_actors]--> Morris Chestnut --[(INV) starred_actors]--> The Best Man --[starred_actors]--> Henry Fonda
Path (Raw):       Two Can Play That Game --[starred_actors]--> Morris Chestnut --[(INV) starred_actors]--> The Best Man --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.693061
Path Entropy(↓):  1.736116
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director for el bola
Start Entity:     El Bola
Gold Answer:      [['Achero Mañas']]
Predicted Ans:    Achero Mañas
Predicted Path:   El Bola --[directed_by]--> Achero Mañas --[(INV) directed_by]--> El Bola --[directed_by]--> Achero Mañas
Path (Raw):       El Bola --[directed_by]--> Achero Mañas --[(INV) directed_by]--> El Bola --[directed_by]--> Achero Mañas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in november
Start Entity:     November
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   November --[starred_actors]--> Courteney Cox --[(INV) starred_actors]--> Commandments --[has_genre]--> Comedy
Path (Raw):       November --[starred_actors]--> Courteney Cox --[(INV) starred_actors]--> Commandments --[has_genre]--> Comedy
Neg LogProb(↓):   0.407647
Path Entropy(↓):  0.894405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of a lawless street
Start Entity:     A Lawless Street
Gold Answer:      [['Bombardier', 'Shoot-Out at Medicine Bend', 'Kind Lady', 'Gunfighters', 'Albuquerque', 'The Court Jester', 'Follow the Fleet', 'Something for Everyone', 'The Last of the Mohicans', 'Buchanan Rides Alone', 'Virginia City', 'The Company of Wolves', 'The World of Henry Orient', 'She', 'Susannah of the Mounties', 'All Fall Down', 'Bedknobs and Broomsticks', 'High, Wide, and Handsome', 'Ride the High Country', 'The Lady Vanishes', "Hangman's Knot", 'The Manchurian Candidate', 'Western Union', 'The Desperadoes', 'Hot Saturday', 'My Favorite Wife', "Badman's Territory", 'Man in the Saddle', 'Roberta', 'Belle Starr', 'Santa Fe', 'Westbound', 'Comanche Station', 'Captain Kidd', 'Rage at Dawn', 'Decision at Sundown', 'Christmas Eve', 'Ride Lonesome', "The Mirror Crack'd", '7th Cavalry', 'The Spoilers', 'The Tall T', 'The Pirates of Penzance', 'The Harvey Girls', 'The Man Behind the Gun', 'Jesse James', 'Pittsburgh', 'Seven Men from Now', 'Rebecca of Sunnybrook Farm', 'To the Shores of Tripoli', 'Carson City', 'Samson and Delilah']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   A Lawless Street --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Path (Raw):       A Lawless Street --[starred_actors]--> Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Neg LogProb(↓):   0.229715
Path Entropy(↓):  0.917849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by tom waldman released
Start Entity:     Tom Waldman
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Tom Waldman --[(INV) written_by]--> Inspector Clouseau --[release_year]--> 1968
Path (Raw):       Tom Waldman --[No Operation]--> Tom Waldman --[(INV) written_by]--> Inspector Clouseau --[release_year]--> 1968
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the hangover part iii writers release
Start Entity:     The Hangover Part III
Gold Answer:      [['1998', '2000', '2008', '2003', '1960', '2010', '2006', '2011', '2013']]
Predicted Ans:    2011
Predicted Path:   The Hangover Part III --[written_by]--> Todd Phillips --[(INV) written_by]--> The Hangover Part II --[release_year]--> 2011
Path (Raw):       The Hangover Part III --[written_by]--> Todd Phillips --[(INV) written_by]--> The Hangover Part II --[release_year]--> 2011
Neg LogProb(↓):   0.546764
Path Entropy(↓):  1.133454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was robert marasco the writer of
Start Entity:     Robert Marasco
Gold Answer:      [['Burnt Offerings']]
Predicted Ans:    Burnt Offerings
Predicted Path:   Robert Marasco --[(INV) written_by]--> Burnt Offerings --[written_by]--> Robert Marasco --[(INV) written_by]--> Burnt Offerings
Path (Raw):       Robert Marasco --[(INV) written_by]--> Burnt Offerings --[written_by]--> Robert Marasco --[(INV) written_by]--> Burnt Offerings
Neg LogProb(↓):   0.110240
Path Entropy(↓):  0.334603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by louis leterrier were written by who
Start Entity:     Louis Leterrier
Gold Answer:      [['Luc Besson', 'Zak Penn']]
Predicted Ans:    Luc Besson
Predicted Path:   Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[written_by]--> Luc Besson
Path (Raw):       Louis Leterrier --[No Operation]--> Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[written_by]--> Luc Besson
Neg LogProb(↓):   0.221069
Path Entropy(↓):  0.595272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in boris khlebnikov written movies
Start Entity:     Boris Khlebnikov
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Boris Khlebnikov --[(INV) written_by]--> Roads to Koktebel --[in_language]--> Russian
Path (Raw):       Boris Khlebnikov --[No Operation]--> Boris Khlebnikov --[(INV) written_by]--> Roads to Koktebel --[in_language]--> Russian
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by dirty dancing actors
Start Entity:     Dirty Dancing
Gold Answer:      [['Bruce Joel Rubin', 'Helen Deutsch', 'Linda Woolverton', 'Timothy Linh Bui', 'Christophe Gans', 'Cordell Barker', 'Michael Crichton', 'John Milius', 'Peter Markle', 'Dominique Lapierre', 'Howard Brookner', 'Shelley Miller', 'John Foster', 'Mark Medoff', 'James R. Silke', 'Damon Runyon', 'Gene Quintano', 'Robert Daley', 'Kevin Reynolds', 'Sylvester Stallone', 'Jean Cocteau', 'Atom Egoyan', 'Sidney Lumet', 'Roger Allers', 'Ira Lewis', 'Jeremy Passmore', 'S.E. Hinton', 'Robert Rodat', 'Michael Jenning', 'Carl Ellsworth']]
Predicted Ans:    James R. Silke
Predicted Path:   Dirty Dancing --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Path (Raw):       Dirty Dancing --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Neg LogProb(↓):   1.260768
Path Entropy(↓):  1.811868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the canyons
Start Entity:     The Canyons
Gold Answer:      [['1998', '1976', '2009', '2003', '2004', '2006', '1961', '2007']]
Predicted Ans:    2006
Predicted Path:   The Canyons --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[release_year]--> 2006
Path (Raw):       The Canyons --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[release_year]--> 2006
Neg LogProb(↓):   0.285645
Path Entropy(↓):  0.958849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie india song
Start Entity:     India Song
Gold Answer:      [['1969', '1963']]
Predicted Ans:    1963
Predicted Path:   India Song --[starred_actors]--> Claude Mann --[(INV) starred_actors]--> Bay of Angels --[release_year]--> 1963
Path (Raw):       India Song --[starred_actors]--> Claude Mann --[(INV) starred_actors]--> Bay of Angels --[release_year]--> 1963
Neg LogProb(↓):   0.382786
Path Entropy(↓):  0.853994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with 20, 000 years in sing sing in
Start Entity:     20,000 Years in Sing Sing
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   20,000 Years in Sing Sing --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       20,000 Years in Sing Sing --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.331517
Path Entropy(↓):  0.657678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie frozen
Start Entity:     Frozen
Gold Answer:      [['Liz W. Garcia', 'Larry Kramer', 'Eric Heisserer', 'Jeremy Garelick', 'Matt Whiteley', 'Moe Jelline', 'Wes Craven', 'Ray Wright', 'Maya Forbes', 'Ryan Jaffe', 'Thom Fitzgerald', 'Dax Shepard', 'Jason Segel', 'Stuart Blumberg', 'Matt Winston', 'Joyce Eliason', 'Paul Golding', 'Kyle Patrick Alvarez', 'Kiyoshi Kurosawa', 'Rob Thomas', 'Diane Ruggiero', 'Wallace Wolodarsky', 'David Sedaris', 'Geoff Deane', 'David Weissman', 'David Diamond', 'Steve Hamilton Shaw']]
Predicted Ans:    Liz W. Garcia
Predicted Path:   Frozen --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> The Lifeguard --[written_by]--> Liz W. Garcia
Path (Raw):       Frozen --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> The Lifeguard --[written_by]--> Liz W. Garcia
Neg LogProb(↓):   1.257637
Path Entropy(↓):  1.420232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed boys and girls
Start Entity:     Boys and Girls
Gold Answer:      [['Robert Iscove']]
Predicted Ans:    Robert Iscove
Predicted Path:   Boys and Girls --[directed_by]--> Robert Iscove --[(INV) directed_by]--> Boys and Girls --[directed_by]--> Robert Iscove
Path (Raw):       Boys and Girls --[directed_by]--> Robert Iscove --[(INV) directed_by]--> Boys and Girls --[directed_by]--> Robert Iscove
Neg LogProb(↓):   0.064012
Path Entropy(↓):  0.278576
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of breaking in
Start Entity:     Breaking In
Gold Answer:      [['Bill Forsyth', 'Marilynne Robinson']]
Predicted Ans:    John Sayles
Predicted Path:   Breaking In --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Breaking In --[written_by]--> John Sayles
Path (Raw):       Breaking In --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Breaking In --[written_by]--> John Sayles
Neg LogProb(↓):   0.446908
Path Entropy(↓):  0.931202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed the odessa file
Start Entity:     The Odessa File
Gold Answer:      [['1980', '1970', '1964', '1966', '1972', '1960', '2012', '1979', '1981', '1969', '1958', '1956']]
Predicted Ans:    2012
Predicted Path:   The Odessa File --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Gambit --[release_year]--> 2012
Path (Raw):       The Odessa File --[directed_by]--> Ronald Neame --[(INV) directed_by]--> Gambit --[release_year]--> 2012
Neg LogProb(↓):   1.078876
Path Entropy(↓):  2.176305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in restraint
Start Entity:     Restraint
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Restraint --[starred_actors]--> Stephen Moyer --[(INV) starred_actors]--> Prince Valiant --[in_language]--> English
Path (Raw):       Restraint --[starred_actors]--> Stephen Moyer --[(INV) starred_actors]--> Prince Valiant --[in_language]--> English
Neg LogProb(↓):   0.806577
Path Entropy(↓):  1.033880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of back to school also directed which movies
Start Entity:     Back to School
Gold Answer:      [['Girls Just Want to Have Fun']]
Predicted Ans:    Girls Just Want to Have Fun
Predicted Path:   Back to School --[directed_by]--> Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun
Path (Raw):       Back to School --[directed_by]--> Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun --[No Operation]--> Girls Just Want to Have Fun
Neg LogProb(↓):   0.005336
Path Entropy(↓):  0.034108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie solaris
Start Entity:     Solaris
Gold Answer:      [['russian', 'psychological', 'bd-r', 'cinematography', 'slow', 'meditative', 'space', 'memories', 'sf', 'andrei tarkovsky', 'space station', 'conscience', 'tarkovsky']]
Predicted Ans:    space station
Predicted Path:   Solaris --[has_tags]--> space station --[(INV) has_tags]--> Solaris --[has_tags]--> space station
Path (Raw):       Solaris --[has_tags]--> space station --[(INV) has_tags]--> Solaris --[has_tags]--> space station
Neg LogProb(↓):   0.212239
Path Entropy(↓):  0.712534
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by dian fossey
Start Entity:     Dian Fossey
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Dian Fossey --[(INV) written_by]--> Gorillas in the Mist --[release_year]--> 1988
Path (Raw):       Dian Fossey --[No Operation]--> Dian Fossey --[(INV) written_by]--> Gorillas in the Mist --[release_year]--> 1988
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of ned kelly
Start Entity:     Ned Kelly
Gold Answer:      [['Buffalo Soldiers', 'Two Hands', 'Mahogany', 'Mademoiselle', 'The Border', 'The Charge of the Light Brigade', 'Tom Jones', 'The Informers', 'The Loneliness of the Long Distance Runner', 'Look Back in Anger', 'A Delicate Balance', 'Unthinkable', 'The Entertainer', 'The Hotel New Hampshire', 'Blue Sky', 'A Taste of Honey', 'Hamlet', 'The Loved One']]
Predicted Ans:    Hamlet
Predicted Path:   Ned Kelly --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet
Path (Raw):       Ned Kelly --[No Operation]--> Ned Kelly --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet
Neg LogProb(↓):   0.074040
Path Entropy(↓):  0.384387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in saving silverman
Start Entity:     Saving Silverman
Gold Answer:      [['Jared Hess', 'James Mangold', 'Stephen Belber', 'Merian C. Cooper', 'Woody Allen', 'Barry Levinson', 'Jake Kasdan', 'Mark Illsley', 'Roland Emmerich', 'Richard Linklater', 'Albert Dupontel', 'Thor Freudenthal', 'Penny Marshall', 'Erik Skjoldbjærg', 'Jeff Lowell', 'Jerzy Kawalerowicz', 'Dennis Dugan', 'Michel Gondry', 'Michael Ian Black', 'Nancy Meyers', 'David Frankel', 'Zeki Demirkubuz', 'John Dahl', 'Dave Fleischer', 'Mark Osborne', 'John Stevenson', 'Howard Deutch', 'Liam Lynch', 'Harold Ramis', 'Jesse Peretz', 'John Hamburg', 'Ben Stiller', 'Breck Eisner', 'John Guillermin', 'Saul Metzstein', 'Ernest B. Schoedsack', 'Rob Letterman', 'Peter Jackson', 'David Twohy', 'Chris Weitz']]
Predicted Ans:    Ben Stiller
Predicted Path:   Saving Silverman --[starred_actors]--> Steve Zahn --[(INV) starred_actors]--> Reality Bites --[directed_by]--> Ben Stiller
Path (Raw):       Saving Silverman --[starred_actors]--> Steve Zahn --[(INV) starred_actors]--> Reality Bites --[directed_by]--> Ben Stiller
Neg LogProb(↓):   1.483889
Path Entropy(↓):  1.156988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote connie and carla
Start Entity:     Connie and Carla
Gold Answer:      [['Greek']]
Predicted Ans:    Nia Vardalos
Predicted Path:   Connie and Carla --[written_by]--> Nia Vardalos --[(INV) written_by]--> Connie and Carla --[written_by]--> Nia Vardalos
Path (Raw):       Connie and Carla --[written_by]--> Nia Vardalos --[(INV) written_by]--> Connie and Carla --[written_by]--> Nia Vardalos
Neg LogProb(↓):   0.019671
Path Entropy(↓):  0.099690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film the girl from jones beach was directed by who
Start Entity:     The Girl from Jones Beach
Gold Answer:      [['Peter Godfrey']]
Predicted Ans:    Peter Godfrey
Predicted Path:   The Girl from Jones Beach --[directed_by]--> Peter Godfrey --[(INV) directed_by]--> Escape Me Never --[directed_by]--> Peter Godfrey
Path (Raw):       The Girl from Jones Beach --[directed_by]--> Peter Godfrey --[(INV) directed_by]--> Escape Me Never --[directed_by]--> Peter Godfrey
Neg LogProb(↓):   0.000431
Path Entropy(↓):  0.003816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of santa claus
Start Entity:     Santa Claus
Gold Answer:      [['René Cardona', 'Adolfo Torres Portillo']]
Predicted Ans:    Adolfo Torres Portillo
Predicted Path:   Santa Claus --[written_by]--> Adolfo Torres Portillo --[(INV) written_by]--> Santa Claus --[written_by]--> Adolfo Torres Portillo
Path (Raw):       Santa Claus --[written_by]--> Adolfo Torres Portillo --[(INV) written_by]--> Santa Claus --[written_by]--> Adolfo Torres Portillo
Neg LogProb(↓):   0.001892
Path Entropy(↓):  0.014922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film the apostle
Start Entity:     The Apostle
Gold Answer:      [['drama', 'robert duvall']]
Predicted Ans:    robert duvall
Predicted Path:   The Apostle --[has_tags]--> robert duvall --[(INV) has_tags]--> Get Low --[has_tags]--> robert duvall
Path (Raw):       The Apostle --[has_tags]--> robert duvall --[(INV) has_tags]--> Get Low --[has_tags]--> robert duvall
Neg LogProb(↓):   0.003168
Path Entropy(↓):  0.022594
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of v / h / s
Start Entity:     V/H/S
Gold Answer:      [['Greta Gerwig', 'Ti West', 'William Eubank', 'Glenn McQuaid', 'Carlyle Eubank', 'David Frigerio', 'David Bruckner', 'Joe Swanberg', 'Dan Bush', 'Jacob Gentry', 'Gareth Evans', 'Lisa Azuelos', 'Kamir Aïnouz', 'Jane Adams', 'Jason Eisener', 'Timo Tjahjanto', 'Simon Barrett']]
Predicted Ans:    David Bruckner
Predicted Path:   V/H/S --[directed_by]--> David Bruckner --[(INV) directed_by]--> V/H/S --[written_by]--> David Bruckner
Path (Raw):       V/H/S --[directed_by]--> David Bruckner --[(INV) directed_by]--> V/H/S --[written_by]--> David Bruckner
Neg LogProb(↓):   0.275635
Path Entropy(↓):  0.917203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by susanna moore
Start Entity:     Susanna Moore
Gold Answer:      [['Jane Campion']]
Predicted Ans:    Jane Campion
Predicted Path:   Susanna Moore --[(INV) written_by]--> In the Cut --[directed_by]--> Jane Campion
Path (Raw):       Susanna Moore --[No Operation]--> Susanna Moore --[(INV) written_by]--> In the Cut --[directed_by]--> Jane Campion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in knight and day also appears in which films
Start Entity:     Knight and Day
Gold Answer:      [['Feeling Minnesota', 'A Life Less Ordinary', 'All the Right Moves', 'The Last Supper', 'What Happens in Vegas', 'The Green Hornet', 'Shrek 2', 'Bad Teacher', 'Any Given Sunday', 'Collateral', 'Lions for Lambs', "Losin' It", 'Legend', 'Oblivion', 'Head Above Water', 'Rain Man', 'Sex Tape', 'Shrek the Halls', 'The Invisible Circus', 'Minority Report', 'The Other Woman', 'The Box', 'Jerry Maguire', 'Top Gun', 'In Her Shoes', 'Days of Thunder', 'Far and Away', 'Being John Malkovich', "There's Something About Mary", 'Vanilla Sky', 'The Counselor', 'Edge of Tomorrow', 'War of the Worlds', 'The Holiday', 'A Few Good Men', "Charlie's Angels", "My Best Friend's Wedding", 'Jack Reacher', 'Very Bad Things', 'Valkyrie', 'Born on the Fourth of July', 'Shrek', 'The Color of Money', 'Cocktail', 'The Last Samurai', 'Risky Business', "My Sister's Keeper", 'The Firm']]
Predicted Ans:    Vanilla Sky
Predicted Path:   Knight and Day --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky
Path (Raw):       Knight and Day --[starred_actors]--> Tom Cruise --[No Operation]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky
Neg LogProb(↓):   0.728692
Path Entropy(↓):  2.008520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed manhattan baby
Start Entity:     Manhattan Baby
Gold Answer:      [['Lucio Fulci']]
Predicted Ans:    Lucio Fulci
Predicted Path:   Manhattan Baby --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> City of the Living Dead --[directed_by]--> Lucio Fulci
Path (Raw):       Manhattan Baby --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> City of the Living Dead --[directed_by]--> Lucio Fulci
Neg LogProb(↓):   0.361124
Path Entropy(↓):  0.923295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by damon dash
Start Entity:     Damon Dash
Gold Answer:      [['Beanie Sigel']]
Predicted Ans:    Beanie Sigel
Predicted Path:   Damon Dash --[(INV) directed_by]--> State Property 2 --[starred_actors]--> Beanie Sigel
Path (Raw):       Damon Dash --[No Operation]--> Damon Dash --[(INV) directed_by]--> State Property 2 --[starred_actors]--> Beanie Sigel
Neg LogProb(↓):   0.000585
Path Entropy(↓):  0.004958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with my soul to take fall under
Start Entity:     My Soul to Take
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Swamp Thing --[has_genre]--> Horror
Path (Raw):       My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Swamp Thing --[has_genre]--> Horror
Neg LogProb(↓):   1.027489
Path Entropy(↓):  1.208390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film zorro
Start Entity:     Zorro
Gold Answer:      [['1965', '1992']]
Predicted Ans:    1975
Predicted Path:   Zorro --[directed_by]--> Duccio Tessari --[(INV) directed_by]--> Zorro --[release_year]--> 1975
Path (Raw):       Zorro --[directed_by]--> Duccio Tessari --[(INV) directed_by]--> Zorro --[release_year]--> 1975
Neg LogProb(↓):   0.866112
Path Entropy(↓):  1.151439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you give a few words describing what black mask is about
Start Entity:     Black Mask
Gold Answer:      [['jet li']]
Predicted Ans:    jet li
Predicted Path:   Black Mask --[has_tags]--> jet li --[(INV) has_tags]--> Once Upon a Time in China II --[has_tags]--> jet li
Path (Raw):       Black Mask --[has_tags]--> jet li --[(INV) has_tags]--> Once Upon a Time in China II --[has_tags]--> jet li
Neg LogProb(↓):   0.059589
Path Entropy(↓):  0.254965
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by tim matheson
Start Entity:     Tim Matheson
Gold Answer:      [['Fred Wolf', 'Jonathan King', 'Joe Gannon', 'Crispan Bolt', 'Takeshi Kawata']]
Predicted Ans:    Takeshi Kawata
Predicted Path:   Tim Matheson --[(INV) starred_actors]--> Solar Crisis --[written_by]--> Takeshi Kawata
Path (Raw):       Tim Matheson --[No Operation]--> Tim Matheson --[(INV) starred_actors]--> Solar Crisis --[written_by]--> Takeshi Kawata
Neg LogProb(↓):   0.971737
Path Entropy(↓):  1.281576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film joe gould's secret
Start Entity:     Joe Gould's Secret
Gold Answer:      [['Stanley Tucci']]
Predicted Ans:    Stanley Tucci
Predicted Path:   Joe Gould's Secret --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[directed_by]--> Stanley Tucci
Path (Raw):       Joe Gould's Secret --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[directed_by]--> Stanley Tucci
Neg LogProb(↓):   0.000158
Path Entropy(↓):  0.001544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with aline brosh mckenna
Start Entity:     Aline Brosh McKenna
Gold Answer:      [['Howard J. Green', 'Robert Harling']]
Predicted Ans:    Aline Brosh McKenna
Predicted Path:   Aline Brosh McKenna --[(INV) written_by]--> Laws of Attraction --[written_by]--> Aline Brosh McKenna
Path (Raw):       Aline Brosh McKenna --[No Operation]--> Aline Brosh McKenna --[(INV) written_by]--> Laws of Attraction --[written_by]--> Aline Brosh McKenna
Neg LogProb(↓):   0.018534
Path Entropy(↓):  0.091767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed side street
Start Entity:     Side Street
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Side Street --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Heroes of Telemark --[in_language]--> Norwegian
Path (Raw):       Side Street --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Heroes of Telemark --[in_language]--> Norwegian
Neg LogProb(↓):   0.636665
Path Entropy(↓):  0.906550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the outfit
Start Entity:     The Outfit
Gold Answer:      [['Lasse Hallström', 'Dennis Hopper', 'Steve Balderson', 'Mel Ferrer', 'Lewis Milestone', 'Elliott Nugent', 'Robert Duvall', 'Andrew V. McLaglen', 'Don Siegel', 'John Farrow', 'Robert M. Young', 'Sam Peckinpah', 'Ida Lupino', 'Robert Wise', 'Fritz Lang', 'Tay Garnett', 'Bob Rafelson', 'Jack Nicholson', 'William D. Russell', 'Roy Ward Baker', 'Barry Levinson', 'Mimi Leder', 'Jon Turteltaub', 'George Lucas', 'Anthony Mann', 'Dan Curtis', 'Joel Schumacher', 'Martha Coolidge', 'Herbert Ross', 'Vincent J. Donehue', 'Richard Pearce', 'Ulu Grosbard', 'David Dobkin', 'Sidney Lumet', 'Frank Pierson', 'Sherman Todd', 'Jack Clayton', 'Richard Brooks', 'Phil Karlson', 'Michael Ritchie', 'John Cromwell', 'Paul Weiland', 'Ron Howard', 'Robert Altman', 'Jack Smight', 'Matt Russell', 'Randa Haines', 'Emilio Aragón', 'Wim Wenders', 'Max Ophüls', 'Victor Sjöström', 'Francis Ford Coppola', 'Michael Winner', 'Kevin Costner', 'Dario Argento', 'Joseph Losey', 'John Sturges', 'Alfred Hitchcock', 'Seth Gordon', 'Bruce Beresford', 'Tim McCanlies', 'Philip Kaufman', 'Edward Dmytryk', 'John Schlesinger', 'Roland Joffé', 'Tony Scott', 'Billy Bob Thornton', 'André De Toth', 'Raoul Walsh', 'Rob Zombie', 'John Frankenheimer', 'Ken Annakin', 'Baz Luhrmann', 'Nicholas Ray', 'Peter Ustinov', 'Michael Corrente', 'Jonathan Lynn', 'Jacques Tourneur', 'Ivan Passer', 'Steven Zaillian', 'Aaron Schneider', 'Fred Zinnemann', 'Lewis John Carlino', 'Robert Stevenson', 'Jean Renoir']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   The Outfit --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Path (Raw):       The Outfit --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   1.579988
Path Entropy(↓):  2.626182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote breaking and entering
Start Entity:     Breaking and Entering
Gold Answer:      [['Nicole Kidman', 'Matt Damon', 'Gwyneth Paltrow', 'Cate Blanchett', 'Renée Zellweger', 'Marion Cotillard', 'Jude Law']]
Predicted Ans:    Juliette Binoche
Predicted Path:   Breaking and Entering --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Path (Raw):       Breaking and Entering --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Neg LogProb(↓):   0.510419
Path Entropy(↓):  0.849472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film dynamite
Start Entity:     Dynamite
Gold Answer:      [['Jean Negulesco', 'Blake Edwards', 'Jean Renoir', 'Cecil B. DeMille', 'H.C. Potter', 'Lewis Milestone', 'Gary Sinise', 'Aleksandr Dulerayn', 'Otto Preminger', 'Clarence Brown', 'Jamie Bradshaw', 'Fred Niblo', 'Jules Dassin', 'William C. de Mille', 'Jacques Feyder', 'Charles Reisner']]
Predicted Ans:    Otto Preminger
Predicted Path:   Dynamite --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Whirlpool --[directed_by]--> Otto Preminger
Path (Raw):       Dynamite --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Whirlpool --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.865984
Path Entropy(↓):  1.250049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of nuts starred who
Start Entity:     Nuts
Gold Answer:      [['Rhys Ifans', 'Jack Nicholson', 'Gregory Peck', 'Kirsten Dunst', 'Emma Stone', 'Andrew Garfield', 'Michael Caine', 'Jane Fonda', 'Mary Tyler Moore', "Tatum O'Neal", 'Judd Hirsch', 'Sean Penn', 'Joanne Woodward', 'Gérard Depardieu', 'Herbert Lom', 'Haley Joel Osment', 'Richard Gere', 'Penelope Ann Miller', 'Thomas Haden Church', 'Jason Robards', 'James Spader', 'Whoopi Goldberg', 'Shirley MacLaine', 'Nell Potts', 'Roberta Wallach', 'Alan Rickman', 'Diane Lane', 'Danny DeVito', 'Olivier Martinez', 'Liza Minnelli', 'Tim McIntire', 'Wendell Burton', 'Kathy Bates', 'Susan Sarandon', 'Ronny Cox', 'Colin Firth', 'Donald Sutherland', 'George C. Scott', 'James Franco', 'Denis Leary', 'Tom Courtenay', 'Jason Alexander', 'Vanessa Redgrave', 'Timothy Hutton', 'Tilda Swinton', 'Jodie Foster', 'Kelly McGillis', 'Tobey Maguire']]
Predicted Ans:    James Franco
Predicted Path:   Nuts --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Path (Raw):       Nuts --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.615062
Path Entropy(↓):  1.125656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was zachery ty bryan an actor in
Start Entity:     Zachery Ty Bryan
Gold Answer:      [['True Heart']]
Predicted Ans:    True Heart
Predicted Path:   Zachery Ty Bryan --[(INV) starred_actors]--> True Heart --[starred_actors]--> Zachery Ty Bryan --[(INV) starred_actors]--> True Heart
Path (Raw):       Zachery Ty Bryan --[(INV) starred_actors]--> True Heart --[starred_actors]--> Zachery Ty Bryan --[(INV) starred_actors]--> True Heart
Neg LogProb(↓):   0.000142
Path Entropy(↓):  0.001400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of cass also wrote which movies
Start Entity:     Cass
Gold Answer:      [['Filth']]
Predicted Ans:    Cass
Predicted Path:   Cass --[written_by]--> Cass Pennant --[(INV) written_by]--> Cass
Path (Raw):       Cass --[written_by]--> Cass Pennant --[(INV) written_by]--> Cass --[No Operation]--> Cass
Neg LogProb(↓):   0.140495
Path Entropy(↓):  0.388490
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films written by charles e. israel
Start Entity:     Charles E. Israel
Gold Answer:      [['Guy Green']]
Predicted Ans:    Guy Green
Predicted Path:   Charles E. Israel --[(INV) written_by]--> The Mark --[directed_by]--> Guy Green
Path (Raw):       Charles E. Israel --[No Operation]--> Charles E. Israel --[(INV) written_by]--> The Mark --[directed_by]--> Guy Green
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is lady killer in
Start Entity:     Lady Killer
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Lady Killer --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Lady Killer --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.596406
Path Entropy(↓):  3.025212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in ice age
Start Entity:     Ice Age
Gold Answer:      [['Denis Leary', 'Ray Romano', 'John Leguizamo']]
Predicted Ans:    John Leguizamo
Predicted Path:   Ice Age --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> Empire --[starred_actors]--> John Leguizamo
Path (Raw):       Ice Age --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> Empire --[starred_actors]--> John Leguizamo
Neg LogProb(↓):   0.041673
Path Entropy(↓):  0.195824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the great lie
Start Entity:     The Great Lie
Gold Answer:      [['Romance', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Great Lie --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[has_genre]--> War
Path (Raw):       The Great Lie --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[has_genre]--> War
Neg LogProb(↓):   0.818114
Path Entropy(↓):  1.264238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of joe's palace
Start Entity:     Joe's Palace
Gold Answer:      [['Karl Johnson', 'Alan Rickman', 'Saskia Reeves', 'Romola Garai', 'Clive Owen', 'Charles Dance']]
Predicted Ans:    Clive Owen
Predicted Path:   Joe's Palace --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Century --[starred_actors]--> Clive Owen
Path (Raw):       Joe's Palace --[written_by]--> Stephen Poliakoff --[(INV) written_by]--> Century --[starred_actors]--> Clive Owen
Neg LogProb(↓):   0.535194
Path Entropy(↓):  0.756912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by tim firth were in which genres
Start Entity:     Tim Firth
Gold Answer:      [['Drama', 'Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tim Firth --[(INV) written_by]--> Blackball --[has_genre]--> Comedy
Path (Raw):       Tim Firth --[No Operation]--> Tim Firth --[(INV) written_by]--> Blackball --[has_genre]--> Comedy
Neg LogProb(↓):   0.372750
Path Entropy(↓):  0.674938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the fiendish plot of dr. fu manchu
Start Entity:     The Fiendish Plot of Dr. Fu Manchu
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Fiendish Plot of Dr. Fu Manchu --[starred_actors]--> Peter Sellers --[(INV) starred_actors]--> There's a Girl in My Soup --[has_genre]--> Comedy
Path (Raw):       The Fiendish Plot of Dr. Fu Manchu --[starred_actors]--> Peter Sellers --[(INV) starred_actors]--> There's a Girl in My Soup --[has_genre]--> Comedy
Neg LogProb(↓):   0.835888
Path Entropy(↓):  1.390298
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of our beloved month of august
Start Entity:     Our Beloved Month of August
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Our Beloved Month of August --[directed_by]--> Miguel Gomes --[(INV) directed_by]--> Tabu --[release_year]--> 2012
Path (Raw):       Our Beloved Month of August --[directed_by]--> Miguel Gomes --[(INV) directed_by]--> Tabu --[release_year]--> 2012
Neg LogProb(↓):   0.203150
Path Entropy(↓):  0.477983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of gothic
Start Entity:     Gothic
Gold Answer:      [['Jeremy Leven']]
Predicted Ans:    Ken Russell
Predicted Path:   Gothic --[written_by]--> Percy Bysshe Shelley --[(INV) written_by]--> Gothic --[directed_by]--> Ken Russell
Path (Raw):       Gothic --[written_by]--> Percy Bysshe Shelley --[(INV) written_by]--> Gothic --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.000236
Path Entropy(↓):  0.002214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by john birmingham starred which actors
Start Entity:     John Birmingham
Gold Answer:      [['Noah Taylor', 'Emily Hamilton']]
Predicted Ans:    Noah Taylor
Predicted Path:   John Birmingham --[(INV) written_by]--> He Died with a Felafel in His Hand --[starred_actors]--> Noah Taylor
Path (Raw):       John Birmingham --[No Operation]--> John Birmingham --[(INV) written_by]--> He Died with a Felafel in His Hand --[starred_actors]--> Noah Taylor
Neg LogProb(↓):   0.000324
Path Entropy(↓):  0.002928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie it's always fair weather starred who
Start Entity:     It's Always Fair Weather
Gold Answer:      [['Dan Dailey', 'Gene Kelly', 'Dolores Gray', 'Cyd Charisse']]
Predicted Ans:    Jackie Gleason
Predicted Path:   It's Always Fair Weather --[starred_actors]--> Gene Kelly --[(INV) directed_by]--> Gigot --[starred_actors]--> Jackie Gleason
Path (Raw):       It's Always Fair Weather --[starred_actors]--> Gene Kelly --[(INV) directed_by]--> Gigot --[starred_actors]--> Jackie Gleason
Neg LogProb(↓):   0.240252
Path Entropy(↓):  0.911800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film the death of the incredible hulk were released in which years
Start Entity:     The Death of the Incredible Hulk
Gold Answer:      [['1988', '1975', '1977', '1967', '2013']]
Predicted Ans:    1977
Predicted Path:   The Death of the Incredible Hulk --[starred_actors]--> Lou Ferrigno --[(INV) starred_actors]--> Pumping Iron --[release_year]--> 1977
Path (Raw):       The Death of the Incredible Hulk --[starred_actors]--> Lou Ferrigno --[(INV) starred_actors]--> Pumping Iron --[release_year]--> 1977
Neg LogProb(↓):   0.635269
Path Entropy(↓):  1.015186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with arthur hiller
Start Entity:     Arthur Hiller
Gold Answer:      [['Mark Palansky']]
Predicted Ans:    Arthur Hiller
Predicted Path:   Arthur Hiller --[(INV) directed_by]--> Tobruk --[directed_by]--> Arthur Hiller
Path (Raw):       Arthur Hiller --[No Operation]--> Arthur Hiller --[(INV) directed_by]--> Tobruk --[directed_by]--> Arthur Hiller
Neg LogProb(↓):   0.471075
Path Entropy(↓):  1.171763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films directed by rob epstein in
Start Entity:     Rob Epstein
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[in_language]--> French
Path (Raw):       Rob Epstein --[No Operation]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[in_language]--> French
Neg LogProb(↓):   0.106505
Path Entropy(↓):  0.327791
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie 2001 maniacs are written by who
Start Entity:     2001 Maniacs
Gold Answer:      [['Tobe Hooper', 'Stephen King']]
Predicted Ans:    Tobe Hooper
Predicted Path:   2001 Maniacs --[starred_actors]--> Robert Englund --[(INV) starred_actors]--> Night Terrors --[directed_by]--> Tobe Hooper
Path (Raw):       2001 Maniacs --[starred_actors]--> Robert Englund --[(INV) starred_actors]--> Night Terrors --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   0.659867
Path Entropy(↓):  1.441849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did doctor dre write
Start Entity:     Doctor Dré
Gold Answer:      [["Who's the Man?"]]
Predicted Ans:    Who's the Man?
Predicted Path:   Doctor Dré --[(INV) written_by]--> Who's the Man? --[written_by]--> Ed Lover --[(INV) written_by]--> Who's the Man?
Path (Raw):       Doctor Dré --[(INV) written_by]--> Who's the Man? --[written_by]--> Ed Lover --[(INV) written_by]--> Who's the Man?
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie once
Start Entity:     Once
Gold Answer:      [['ireland', 'irish', 'dublin', 'music', 'r', 'john carney', 'musical', 'musicians', 'musician', 'soundtrack']]
Predicted Ans:    musician
Predicted Path:   Once --[has_tags]--> musician --[(INV) has_tags]--> Once --[has_tags]--> musician
Path (Raw):       Once --[has_tags]--> musician --[(INV) has_tags]--> Once --[has_tags]--> musician
Neg LogProb(↓):   0.027426
Path Entropy(↓):  0.159470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Judge dredd is a film written by this person
Start Entity:     Judge Dredd
Gold Answer:      [['John Wagner', 'Carlos Ezquerra']]
Predicted Ans:    Carlos Ezquerra
Predicted Path:   Judge Dredd --[written_by]--> Carlos Ezquerra --[(INV) written_by]--> Dredd --[written_by]--> Carlos Ezquerra
Path (Raw):       Judge Dredd --[written_by]--> Carlos Ezquerra --[(INV) written_by]--> Dredd --[written_by]--> Carlos Ezquerra
Neg LogProb(↓):   0.045618
Path Entropy(↓):  0.234821
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film this woman is dangerous
Start Entity:     This Woman Is Dangerous
Gold Answer:      [['Sam Wood', 'George Cukor', 'Diane English', 'Harry Beaumont', 'Mervyn LeRoy', 'Jean Negulesco', 'Richard Thorpe', 'Frank Borzage', 'King Vidor', 'Otto Preminger', 'Robert Aldrich', 'Dorothy Arzner', 'Nicholas Ray', 'Ranald MacDougall', 'Vincent Sherman', 'George Fitzmaurice', 'Michael Curtiz', 'Jules Dassin', 'Hall Bartlett', 'David Miller', 'Tod Browning', 'Curtis Bernhardt', 'W.S. Van Dyke', 'William Nigh', 'Freddie Francis', 'Charles Walters', 'Peter Godfrey', 'Gustaf Molander', 'Jack Conway', 'Michael Gottlieb', 'David Butler', 'William Castle', 'Richard Boleslawski', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    Michael Curtiz
Predicted Path:   This Woman Is Dangerous --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[directed_by]--> Michael Curtiz
Path (Raw):       This Woman Is Dangerous --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   1.416087
Path Entropy(↓):  2.403058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie extracted released
Start Entity:     Extracted
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Extracted --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Extracted --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.046225
Path Entropy(↓):  4.523021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by hiam abbass were in which languages
Start Entity:     Hiam Abbass
Gold Answer:      [['Hebrew', 'Arabic', 'Spanish']]
Predicted Ans:    Hebrew
Predicted Path:   Hiam Abbass --[(INV) starred_actors]--> Lemon Tree --[in_language]--> Hebrew
Path (Raw):       Hiam Abbass --[No Operation]--> Hiam Abbass --[(INV) starred_actors]--> Lemon Tree --[in_language]--> Hebrew
Neg LogProb(↓):   0.001330
Path Entropy(↓):  0.010140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the beauty shop director
Start Entity:     Beauty Shop
Gold Answer:      [['Zane']]
Predicted Ans:    Bille Woodruff
Predicted Path:   Beauty Shop --[directed_by]--> Bille Woodruff --[(INV) directed_by]--> Beauty Shop --[directed_by]--> Bille Woodruff
Path (Raw):       Beauty Shop --[directed_by]--> Bille Woodruff --[(INV) directed_by]--> Beauty Shop --[directed_by]--> Bille Woodruff
Neg LogProb(↓):   0.153359
Path Entropy(↓):  0.408897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the movie boy meets girl
Start Entity:     Boy Meets Girl
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   Boy Meets Girl --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Boy Meets Girl --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.905509
Path Entropy(↓):  5.311099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was ride beyond vengeance written by
Start Entity:     Ride Beyond Vengeance
Gold Answer:      [['Andrew J. Fenady', 'Al Dewlen']]
Predicted Ans:    Andrew J. Fenady
Predicted Path:   Ride Beyond Vengeance --[written_by]--> Andrew J. Fenady --[(INV) written_by]--> Chisum --[written_by]--> Andrew J. Fenady
Path (Raw):       Ride Beyond Vengeance --[written_by]--> Andrew J. Fenady --[(INV) written_by]--> Chisum --[written_by]--> Andrew J. Fenady
Neg LogProb(↓):   0.368985
Path Entropy(↓):  0.620095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with chris kattan
Start Entity:     Chris Kattan
Gold Answer:      [['Will Ferrell']]
Predicted Ans:    Will Ferrell
Predicted Path:   Chris Kattan --[(INV) written_by]--> A Night at the Roxbury --[written_by]--> Will Ferrell
Path (Raw):       Chris Kattan --[No Operation]--> Chris Kattan --[(INV) written_by]--> A Night at the Roxbury --[written_by]--> Will Ferrell
Neg LogProb(↓):   0.000138
Path Entropy(↓):  0.001365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by joey king in
Start Entity:     Joey King
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joey King --[(INV) starred_actors]--> Wish I Was Here --[has_genre]--> Comedy
Path (Raw):       Joey King --[No Operation]--> Joey King --[(INV) starred_actors]--> Wish I Was Here --[has_genre]--> Comedy
Neg LogProb(↓):   0.390878
Path Entropy(↓):  0.629507
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by kathleen turner were released in which years
Start Entity:     Kathleen Turner
Gold Answer:      [['1983', '1988', '2000', '2009', '1989', '1993', '1991', '1985', '1999', '1994', '1981', '1986', '1984']]
Predicted Ans:    1993
Predicted Path:   Kathleen Turner --[(INV) starred_actors]--> Undercover Blues --[release_year]--> 1993
Path (Raw):       Kathleen Turner --[No Operation]--> Kathleen Turner --[(INV) starred_actors]--> Undercover Blues --[release_year]--> 1993
Neg LogProb(↓):   0.642808
Path Entropy(↓):  1.504369
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed american teen
Start Entity:     American Teen
Gold Answer:      [['Drew Barrymore', 'Justin Long', 'Robert Evans']]
Predicted Ans:    Drew Barrymore
Predicted Path:   American Teen --[directed_by]--> Nanette Burstein --[(INV) directed_by]--> Going the Distance --[starred_actors]--> Drew Barrymore
Path (Raw):       American Teen --[directed_by]--> Nanette Burstein --[(INV) directed_by]--> Going the Distance --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.608010
Path Entropy(↓):  0.716236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of harlan thompson written movies
Start Entity:     Harlan Thompson
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Harlan Thompson --[(INV) written_by]--> Ruggles of Red Gap --[release_year]--> 1935
Path (Raw):       Harlan Thompson --[No Operation]--> Harlan Thompson --[(INV) written_by]--> Ruggles of Red Gap --[release_year]--> 1935
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the desperate hours were in which genres
Start Entity:     The Desperate Hours
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Desperate Hours --[written_by]--> Joseph Hayes --[(INV) written_by]--> Desperate Hours --[has_genre]--> Drama
Path (Raw):       The Desperate Hours --[written_by]--> Joseph Hayes --[(INV) written_by]--> Desperate Hours --[has_genre]--> Drama
Neg LogProb(↓):   0.079386
Path Entropy(↓):  0.274625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the big stampede actors release
Start Entity:     The Big Stampede
Gold Answer:      [['1970', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1973', '1953', '1947', '1932', '1956', '1943', '1976', '1948', '1972', '1971', '1989', '1942', '1940', '1961', '1955', '1962', '1934', '1949', '1975', '1966', '1950', '1960', '1965', '1945', '1937', '1969', '1952', '1930']]
Predicted Ans:    1935
Predicted Path:   The Big Stampede --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Texas Terror --[release_year]--> 1935
Path (Raw):       The Big Stampede --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Texas Terror --[release_year]--> 1935
Neg LogProb(↓):   1.812792
Path Entropy(↓):  3.241870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about memory loss
Start Entity:     memory loss
Gold Answer:      [['50 First Dates', 'The Bourne Identity']]
Predicted Ans:    Run Lola Run
Predicted Path:   memory loss --[(INV) has_tags]--> The Bourne Identity --[has_tags]--> franka potente --[(INV) has_tags]--> Run Lola Run
Path (Raw):       memory loss --[(INV) has_tags]--> The Bourne Identity --[has_tags]--> franka potente --[(INV) has_tags]--> Run Lola Run
Neg LogProb(↓):   0.805442
Path Entropy(↓):  1.295010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the movie the grass harp
Start Entity:     The Grass Harp
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Grass Harp --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Grass Harp --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.721921
Path Entropy(↓):  5.147535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of high and low
Start Entity:     High and Low
Gold Answer:      [['Akira Kurosawa']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   High and Low --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[directed_by]--> Akira Kurosawa
Path (Raw):       High and Low --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[directed_by]--> Akira Kurosawa
Neg LogProb(↓):   0.456021
Path Entropy(↓):  1.370163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by homer were in which genres
Start Entity:     Homer
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Homer --[(INV) written_by]--> Ulysses --[has_genre]--> Drama
Path (Raw):       Homer --[No Operation]--> Homer --[(INV) written_by]--> Ulysses --[has_genre]--> Drama
Neg LogProb(↓):   0.128321
Path Entropy(↓):  0.409591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by peter howitt
Start Entity:     Peter Howitt
Gold Answer:      [['1998', '2001', '2003', '2004', '2014', '2012']]
Predicted Ans:    2001
Predicted Path:   Peter Howitt --[(INV) directed_by]--> Antitrust --[release_year]--> 2001
Path (Raw):       Peter Howitt --[No Operation]--> Peter Howitt --[(INV) directed_by]--> Antitrust --[release_year]--> 2001
Neg LogProb(↓):   1.129475
Path Entropy(↓):  2.095379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of chain lightning
Start Entity:     Chain Lightning
Gold Answer:      [['They Drive by Night', 'Battle Circus', 'Sabrina', 'Dark Victory', 'Up the River', 'Detective Story', 'Stand-In', 'The Fountainhead', 'The Oklahoma Kid', 'Caged', 'The Treasure of the Sierra Madre', 'Above and Beyond', 'Escape Me Never', 'Bullets or Ballots', 'Brother Orchid', 'A Millionaire for Christy', 'High Sierra', 'The Naked Jungle', 'Angels with Dirty Faces', 'Seven Angry Men', 'Carson City', 'A Hole in the Head', 'Pride of the Marines', 'The Scarlet Pimpernel', 'The Prisoner of Zenda', 'The African Queen', 'Virginia City', 'The Barefoot Contessa', 'Key Largo', 'Across the Pacific', 'Between Two Worlds', 'Kid Galahad', 'Action in the North Atlantic', 'Black Legion', 'Conflict', 'Things to Come', 'The Enforcer', 'The Harder They Fall', 'Desperate Journey', 'The Two Mrs. Carrolls', 'Dallas', 'Dark Passage', 'Scaramouche', 'Tokyo Joe', 'Abe Lincoln in Illinois', 'Sahara', 'Marked Woman', 'The Oscar', 'The Left Hand of God', 'The Maltese Falcon', 'Interrupted Melody', 'Dead Reckoning', 'The King and Four Queens', 'Invisible Stripes', 'Mourning Becomes Electra', 'Passage to Marseille', 'All Through the Night', 'The Desperate Hours', 'Possessed', 'The Big Sleep', "We're No Angels", 'The Roaring Twenties', 'The Caine Mutiny', 'Home from the Hill', 'The Amazing Dr. Clitterhouse', 'To Have and Have Not', 'San Quentin', 'Knock on Any Door', 'East of Eden', 'Escape from Fort Bravo', 'The Woman in White', 'Dead End', 'Arsenic and Old Lace', 'The Return of Doctor X', 'Santa Fe Trail', 'Sirocco', 'In a Lonely Place', 'Beat the Devil', 'Madison Avenue', 'Casablanca', 'The Man with the Golden Arm']]
Predicted Ans:    Sabrina
Predicted Path:   Chain Lightning --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Path (Raw):       Chain Lightning --[starred_actors]--> Humphrey Bogart --[No Operation]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   0.815081
Path Entropy(↓):  1.812209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie mephisto about
Start Entity:     Mephisto
Gold Answer:      [['istván szabó']]
Predicted Ans:    istván szabó
Predicted Path:   Mephisto --[has_tags]--> istván szabó --[(INV) has_tags]--> Mephisto --[has_tags]--> istván szabó
Path (Raw):       Mephisto --[has_tags]--> istván szabó --[(INV) has_tags]--> Mephisto --[has_tags]--> istván szabó
Neg LogProb(↓):   0.000196
Path Entropy(↓):  0.001938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by lara flynn boyle
Start Entity:     Lara Flynn Boyle
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Lara Flynn Boyle --[(INV) starred_actors]--> Equinox --[has_genre]--> Horror
Path (Raw):       Lara Flynn Boyle --[No Operation]--> Lara Flynn Boyle --[(INV) starred_actors]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   0.143222
Path Entropy(↓):  0.400243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of stereo also directed which movies
Start Entity:     Stereo
Gold Answer:      [['Maps to the Stars', 'Videodrome', 'Crimes of the Future', 'Crash', 'Rabid', 'Eastern Promises', 'The Fly', 'The Brood', 'A History of Violence', 'A Dangerous Method', 'Spider', 'The Dead Zone', 'Cosmopolis', 'M. Butterfly', 'Naked Lunch', 'Dead Ringers', 'Scanners']]
Predicted Ans:    Rabid
Predicted Path:   Stereo --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Rabid
Path (Raw):       Stereo --[directed_by]--> David Cronenberg --[(INV) directed_by]--> Rabid --[No Operation]--> Rabid
Neg LogProb(↓):   1.152936
Path Entropy(↓):  2.246061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in the sucker
Start Entity:     The Sucker
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Sucker --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Sucker --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.188724
Path Entropy(↓):  3.009018
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in hereafter
Start Entity:     Hereafter
Gold Answer:      [['Eric Rochant', 'Alexandre Aja', 'Luc Dardenne', 'Jules Verne']]
Predicted Ans:    Luc Dardenne
Predicted Path:   Hereafter --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> The Kid with a Bike --[written_by]--> Luc Dardenne
Path (Raw):       Hereafter --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> The Kid with a Bike --[written_by]--> Luc Dardenne
Neg LogProb(↓):   0.022033
Path Entropy(↓):  0.125445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by thomas harris
Start Entity:     Thomas Harris
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Thomas Harris --[(INV) written_by]--> Black Sunday --[in_language]--> Italian
Path (Raw):       Thomas Harris --[No Operation]--> Thomas Harris --[(INV) written_by]--> Black Sunday --[in_language]--> Italian
Neg LogProb(↓):   0.000204
Path Entropy(↓):  0.001977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Peter werner was the director on which movies
Start Entity:     Peter Werner
Gold Answer:      [["Gracie's Choice", "No Man's Land"]]
Predicted Ans:    Gracie's Choice
Predicted Path:   Peter Werner --[(INV) directed_by]--> Gracie's Choice --[directed_by]--> Peter Werner --[(INV) directed_by]--> Gracie's Choice
Path (Raw):       Peter Werner --[(INV) directed_by]--> Gracie's Choice --[directed_by]--> Peter Werner --[(INV) directed_by]--> Gracie's Choice
Neg LogProb(↓):   0.266122
Path Entropy(↓):  0.707229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by iain softley release
Start Entity:     Iain Softley
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Iain Softley --[(INV) written_by]--> Backbeat --[release_year]--> 1994
Path (Raw):       Iain Softley --[No Operation]--> Iain Softley --[(INV) written_by]--> Backbeat --[release_year]--> 1994
Neg LogProb(↓):   0.000397
Path Entropy(↓):  0.003510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the fury
Start Entity:     The Fury
Gold Answer:      [['J. Lee Thompson', 'Elaine May', 'Paul Mazursky', 'Felix E. Feist', 'Brian De Palma', 'Aleksandr Gordon', 'Marika Beiku', 'Joseph Strick', 'Richard Fleischer', 'Guy Green', 'Alan J. Pakula', 'Richard Quine', 'Jeff Kanew', 'Burt Reynolds', 'Roman Polanski', 'Andrei Tarkovsky', 'Lewis Milestone', 'Gottfried Reinhardt', 'Stanley Kubrick', 'George Schaefer', 'Raoul Walsh', 'Otto Preminger', 'Robert Aldrich', 'Billy Wilder', 'John Frankenheimer', 'Mark Robson', 'Melville Shavelson', 'Mario Camerini', 'Barry Sonnenfeld', 'Michael Curtiz', 'Martin Ritt', 'Jonathan Lynn', 'John Hough', 'Mario Van Peebles', 'David Miller', 'Larry Peerce', 'John Cassavetes', 'Colin Higgins', 'John Barry', 'Jacques Tourneur', 'Don Taylor', 'Stanley Donen', 'Vincente Minnelli', 'John Sturges', 'Stuart Paton', 'Kirk Douglas', 'Frank Perry', 'Don Siegel', 'Hal Needham', 'Robert Siodmak', 'Fred Schepisi', 'Tony Richardson', 'William Wyler', 'Joe Mantegna', 'Jodie Foster', 'Charles Martin', 'Joseph L. Mankiewicz', 'Elia Kazan', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Paul Mazursky
Predicted Path:   The Fury --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> Tempest --[directed_by]--> Paul Mazursky
Path (Raw):       The Fury --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> Tempest --[directed_by]--> Paul Mazursky
Neg LogProb(↓):   1.830319
Path Entropy(↓):  1.675507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with daniel in
Start Entity:     Daniel
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Daniel --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Path (Raw):       Daniel --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote command decision
Start Entity:     Command Decision
Gold Answer:      [['1988', '1954', '1944', '1940', '1942', '1952', '1953', '1937', '1931']]
Predicted Ans:    1953
Predicted Path:   Command Decision --[written_by]--> George Froeschel --[(INV) written_by]--> The Story of Three Loves --[release_year]--> 1953
Path (Raw):       Command Decision --[written_by]--> George Froeschel --[(INV) written_by]--> The Story of Three Loves --[release_year]--> 1953
Neg LogProb(↓):   0.906218
Path Entropy(↓):  1.466204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by alex descas
Start Entity:     Alex Descas
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Alex Descas --[(INV) starred_actors]--> Trouble Every Day --[release_year]--> 2001
Path (Raw):       Alex Descas --[No Operation]--> Alex Descas --[(INV) starred_actors]--> Trouble Every Day --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in 47 ronin
Start Entity:     47 Ronin
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   47 Ronin --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       47 Ronin --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   3.296070
Path Entropy(↓):  3.937469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with david seltzer
Start Entity:     David Seltzer
Gold Answer:      [['Susan Isaacs']]
Predicted Ans:    David Seltzer
Predicted Path:   David Seltzer --[(INV) written_by]--> The Omen --[written_by]--> David Seltzer
Path (Raw):       David Seltzer --[No Operation]--> David Seltzer --[(INV) written_by]--> The Omen --[written_by]--> David Seltzer
Neg LogProb(↓):   1.704051
Path Entropy(↓):  2.121736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of elektra
Start Entity:     Elektra
Gold Answer:      [['Daredevil', 'PCU', 'The Spirit', 'Grumpy Old Men', '300', 'The Incredible Hulk', 'Ghost Rider', 'Incident at Loch Ness', 'The Avengers', 'Simon Birch', 'Grumpier Old Men', 'RoboCop 3', 'Sin City', 'The Grand']]
Predicted Ans:    Simon Birch
Predicted Path:   Elektra --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Simon Birch
Path (Raw):       Elektra --[No Operation]--> Elektra --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Simon Birch
Neg LogProb(↓):   0.083268
Path Entropy(↓):  0.340081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did gregoire aslan act in
Start Entity:     Grégoire Aslan
Gold Answer:      [['Paris When It Sizzles']]
Predicted Ans:    Paris When It Sizzles
Predicted Path:   Grégoire Aslan --[(INV) starred_actors]--> Paris When It Sizzles --[starred_actors]--> Grégoire Aslan --[(INV) starred_actors]--> Paris When It Sizzles
Path (Raw):       Grégoire Aslan --[(INV) starred_actors]--> Paris When It Sizzles --[starred_actors]--> Grégoire Aslan --[(INV) starred_actors]--> Paris When It Sizzles
Neg LogProb(↓):   0.159910
Path Entropy(↓):  0.525441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie just before dawn were in which genres
Start Entity:     Just Before Dawn
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Just Before Dawn --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Blue Sunshine --[has_genre]--> Horror
Path (Raw):       Just Before Dawn --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Blue Sunshine --[has_genre]--> Horror
Neg LogProb(↓):   0.464465
Path Entropy(↓):  0.894598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie sherlock holmes faces death about
Start Entity:     Sherlock Holmes Faces Death
Gold Answer:      [['sherlock holmes', 'nigel bruce', 'basil rathbone']]
Predicted Ans:    sherlock holmes
Predicted Path:   Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes
Path (Raw):       Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes --[(INV) has_tags]--> Sherlock Holmes Faces Death --[has_tags]--> sherlock holmes
Neg LogProb(↓):   0.007578
Path Entropy(↓):  0.046369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by paco leon
Start Entity:     Paco León
Gold Answer:      [['Paco Casaus', 'Carmina Barrios', 'María León']]
Predicted Ans:    Carmina Barrios
Predicted Path:   Paco León --[(INV) written_by]--> Carmina or Blow Up --[starred_actors]--> Carmina Barrios
Path (Raw):       Paco León --[No Operation]--> Paco León --[(INV) written_by]--> Carmina or Blow Up --[starred_actors]--> Carmina Barrios
Neg LogProb(↓):   0.000439
Path Entropy(↓):  0.004020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the barkleys of broadway
Start Entity:     The Barkleys of Broadway
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'William A. Seiter', 'William Dieterle', 'Garson Kanin', 'Edward Dmytryk', 'Norman Taurog', 'Bob Rafelson', 'William A. Wellman', 'Edward H. Griffith', 'Phil Karlson', 'Richard Quine', 'Jean Negulesco', 'Rouben Mamoulian', 'Richard Thorpe', 'Roy Del Ruth', 'Billy Wilder', 'Dorothy Arzner', 'George Sidney', 'Robert Lewis', 'Stanley Kramer', 'Howard Hawks', 'Merrill Pye', 'Lemuel Ayers', 'Russell Mulcahy', 'Francis Ford Coppola', 'Stephen Roberts', 'Nunnally Johnson', 'Stanley Donen', 'Charles Walters', 'Leo McCarey', 'Vincente Minnelli', 'Gene Kelly', 'H.C. Potter', 'George Stevens', 'Sidney Lanfield', 'Norman Z. McLeod', 'John Irvin', 'Mark Sandrich', 'Stuart Heisler', 'Thornton Freeland']]
Predicted Ans:    Mark Sandrich
Predicted Path:   The Barkleys of Broadway --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       The Barkleys of Broadway --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   1.552018
Path Entropy(↓):  2.376424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter tony randel co - wrote movies with who
Start Entity:     Tony Randel
Gold Answer:      [['Buronson', 'Tetsuo Hara']]
Predicted Ans:    Tony Randel
Predicted Path:   Tony Randel --[(INV) written_by]--> Fist of the North Star --[written_by]--> Tony Randel
Path (Raw):       Tony Randel --[No Operation]--> Tony Randel --[(INV) written_by]--> Fist of the North Star --[written_by]--> Tony Randel
Neg LogProb(↓):   0.001016
Path Entropy(↓):  0.008990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film your sister's sister starred which actors
Start Entity:     Your Sister's Sister
Gold Answer:      [['Emily Blunt', 'Mark Duplass']]
Predicted Ans:    Mark Duplass
Predicted Path:   Your Sister's Sister --[starred_actors]--> Mark Duplass --[(INV) starred_actors]--> Humpday --[starred_actors]--> Mark Duplass
Path (Raw):       Your Sister's Sister --[starred_actors]--> Mark Duplass --[(INV) starred_actors]--> Humpday --[starred_actors]--> Mark Duplass
Neg LogProb(↓):   0.268076
Path Entropy(↓):  0.807614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in there's no business like show business
Start Entity:     There's No Business Like Show Business
Gold Answer:      [['1954', '1957', '1990', '1960', '1950', '1959', '1938', '1953', '1947', '1961', '1955', '1952', '1956', '1931']]
Predicted Ans:    1954
Predicted Path:   There's No Business Like Show Business --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> There's No Business Like Show Business --[release_year]--> 1954
Path (Raw):       There's No Business Like Show Business --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> There's No Business Like Show Business --[release_year]--> 1954
Neg LogProb(↓):   0.768679
Path Entropy(↓):  1.478583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of paris, france
Start Entity:     Paris, France
Gold Answer:      [['Net Worth']]
Predicted Ans:    Paris, France
Predicted Path:   Paris, France --[directed_by]--> Jerry Ciccoritti --[(INV) directed_by]--> Paris, France
Path (Raw):       Paris, France --[No Operation]--> Paris, France --[directed_by]--> Jerry Ciccoritti --[(INV) directed_by]--> Paris, France
Neg LogProb(↓):   0.168605
Path Entropy(↓):  0.437410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie 13 assassins were in which languages
Start Entity:     13 Assassins
Gold Answer:      [['English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   13 Assassins --[directed_by]--> Takashi Miike --[(INV) directed_by]--> One Missed Call --[in_language]--> Japanese
Path (Raw):       13 Assassins --[directed_by]--> Takashi Miike --[(INV) directed_by]--> One Missed Call --[in_language]--> Japanese
Neg LogProb(↓):   0.606946
Path Entropy(↓):  1.161340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film it conquered the world
Start Entity:     It Conquered the World
Gold Answer:      [['Jerry Zucker', 'David Zucker', 'Sam Pillsbury', 'Lyman Dayton', 'Roy Del Ruth', 'Norman Tokar', 'Eric Karson', 'Sergio Leone', 'W. Lee Wilder', 'Mark L. Lester', 'Don Taylor', 'Jack Smight', 'Giulio Petroni', 'Jim Abrahams', 'Gianfranco Parolini', 'Bert I. Gordon']]
Predicted Ans:    Sergio Leone
Predicted Path:   It Conquered the World --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[directed_by]--> Sergio Leone
Path (Raw):       It Conquered the World --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[directed_by]--> Sergio Leone
Neg LogProb(↓):   0.114427
Path Entropy(↓):  0.469735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by bob fisher were in which genres
Start Entity:     Bob Fisher
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bob Fisher --[(INV) written_by]--> Wedding Crashers --[has_genre]--> Comedy
Path (Raw):       Bob Fisher --[No Operation]--> Bob Fisher --[(INV) written_by]--> Wedding Crashers --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed mommy
Start Entity:     Mommy
Gold Answer:      [['Suzanne Clément', 'Xavier Dolan']]
Predicted Ans:    Xavier Dolan
Predicted Path:   Mommy --[directed_by]--> Xavier Dolan --[(INV) directed_by]--> Heartbeats --[starred_actors]--> Xavier Dolan
Path (Raw):       Mommy --[directed_by]--> Xavier Dolan --[(INV) directed_by]--> Heartbeats --[starred_actors]--> Xavier Dolan
Neg LogProb(↓):   0.343828
Path Entropy(↓):  0.627626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the neverending story
Start Entity:     The NeverEnding Story
Gold Answer:      [['1981', '1991']]
Predicted Ans:    1991
Predicted Path:   The NeverEnding Story --[written_by]--> Wolfgang Petersen --[(INV) written_by]--> Shattered --[release_year]--> 1991
Path (Raw):       The NeverEnding Story --[written_by]--> Wolfgang Petersen --[(INV) written_by]--> Shattered --[release_year]--> 1991
Neg LogProb(↓):   0.377738
Path Entropy(↓):  0.865178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the miracle worker were in which genres
Start Entity:     The Miracle Worker
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Miracle Worker --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[has_genre]--> Horror
Path (Raw):       The Miracle Worker --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[has_genre]--> Horror
Neg LogProb(↓):   0.295235
Path Entropy(↓):  0.815260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by agnes de sacy were directed by who
Start Entity:     Agnès de Sacy
Gold Answer:      [['Zabou Breitman']]
Predicted Ans:    Zabou Breitman
Predicted Path:   Agnès de Sacy --[(INV) written_by]--> The Man of My Life --[directed_by]--> Zabou Breitman
Path (Raw):       Agnès de Sacy --[No Operation]--> Agnès de Sacy --[(INV) written_by]--> The Man of My Life --[directed_by]--> Zabou Breitman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the baron of arizona
Start Entity:     The Baron of Arizona
Gold Answer:      [['1962', '1980', '1963', '1964', '1949', '1957', '1951', '1959', '1982', '1973', '1953', '1961', '1955', '1952']]
Predicted Ans:    1980
Predicted Path:   The Baron of Arizona --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Big Red One --[release_year]--> 1980
Path (Raw):       The Baron of Arizona --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Big Red One --[release_year]--> 1980
Neg LogProb(↓):   1.597956
Path Entropy(↓):  2.302671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by matthew broderick
Start Entity:     Matthew Broderick
Gold Answer:      [['Cantonese', 'French', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Path (Raw):       Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Neg LogProb(↓):   0.602049
Path Entropy(↓):  0.692604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the 3rd voice
Start Entity:     The 3rd Voice
Gold Answer:      [['Romance', 'Music', 'Short', 'Drama', 'War', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The 3rd Voice --[starred_actors]--> Edmond O'Brien --[(INV) starred_actors]--> The Killers --[has_genre]--> Crime
Path (Raw):       The 3rd Voice --[starred_actors]--> Edmond O'Brien --[(INV) starred_actors]--> The Killers --[has_genre]--> Crime
Neg LogProb(↓):   0.783253
Path Entropy(↓):  1.068397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by bill haney
Start Entity:     Bill Haney
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Bill Haney --[(INV) written_by]--> The Last Mountain --[release_year]--> 2011
Path (Raw):       Bill Haney --[No Operation]--> Bill Haney --[(INV) written_by]--> The Last Mountain --[release_year]--> 2011
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie without love
Start Entity:     Without Love
Gold Answer:      [['Edith Hamilton', 'Delmer Daves', 'Hagar Wilde', 'Myles Connolly', 'Dudley Nichols', 'James Goldman', 'Robert Towne', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'Euripides', 'Millard Kaufman', 'Sinclair Lewis', 'William Rose', 'Aline Brosh McKenna', 'Donald Ogden Stewart', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Thelma Strabel', 'Louisa May Alcott', 'Sarah Y. Mason', 'Martha Hyer', 'Clara Beranger', 'Anita Loos', 'Michael Gottlieb', 'Robert Morley', 'John Lee Mahin', 'Helen Deutsch', 'Fritz Lang', 'Jane Murfin', 'Conrad Richter', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', 'Warren Beatty', 'Allan Scott', "Edwin O'Connor", 'Ernest Thompson', 'Pearl S. Buck', 'Edward Rugoff', 'Nedrick Young', 'Tennessee Williams', 'Max Catto', 'Victor Heerman', 'Abby Mann', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'N. Richard Nash', 'Edward Chodorov', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'Russel Crouse', 'Don McGuire', 'Howard Breslin', 'Peter Viertel', 'William Marchant', 'Philip Barry', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Mortimer Offner', 'Howard Emmett Rogers', 'Dorothy Yost', 'Frank Wead', 'Gore Vidal', 'Sidney Buchman', 'Maxwell Anderson', 'Anna Seghers', 'Edna Ferber', 'Marcus Sanders', 'Eleanore Griffin', 'John Meehan', 'Dore Schary', 'Paul Zaloom', 'John Grisham', 'Sandow Birk', 'Francis Ford Coppola', 'Robin Swicord', 'Charles Portis', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Booth Tarkington', 'Howard J. Green', 'Netta Syrett', 'David Ayer', 'Andrew Solt', 'Garson Kanin', 'Ruth Gordon', 'Mildred Cram', 'John Huston', 'James Agee', 'Gilbert Frankau', 'George Oppenheimer', 'James Edward Grant', 'Harold Jacob Smith', 'Lewis E. Lawes', 'Jerome Lawrence', 'Noel Langley', 'Anthony Veiller', 'Leo McCarey', 'Hugo Butler', 'Kenneth Roberts', 'Dalton Trumbo', 'Peter Berneis', 'Compton MacKenzie', 'George S. Kaufman', 'Morrie Ryskind', 'Norman Krasna', 'Bartlett Cormack', 'Frances Marion']]
Predicted Ans:    Samuel Hoffenstein
Predicted Path:   Without Love --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Samuel Hoffenstein
Path (Raw):       Without Love --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Samuel Hoffenstein
Neg LogProb(↓):   1.621981
Path Entropy(↓):  3.556739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by lucian pintilie in
Start Entity:     Lucian Pintilie
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Lucian Pintilie --[(INV) written_by]--> The Oak --[has_genre]--> Drama
Path (Raw):       Lucian Pintilie --[No Operation]--> Lucian Pintilie --[(INV) written_by]--> The Oak --[has_genre]--> Drama
Neg LogProb(↓):   0.000085
Path Entropy(↓):  0.000881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by suzanne roquette were in which languages
Start Entity:     Suzanne Roquette
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Suzanne Roquette --[(INV) starred_actors]--> Das Millionenspiel --[in_language]--> German
Path (Raw):       Suzanne Roquette --[No Operation]--> Suzanne Roquette --[(INV) starred_actors]--> Das Millionenspiel --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor cathy dunn is a co - star of who
Start Entity:     Cathy Dunn
Gold Answer:      [["Gerald S. O'Loughlin", 'Lori March']]
Predicted Ans:    Cathy Dunn
Predicted Path:   Cathy Dunn --[(INV) starred_actors]--> Lovers and Lollipops --[starred_actors]--> Cathy Dunn
Path (Raw):       Cathy Dunn --[No Operation]--> Cathy Dunn --[(INV) starred_actors]--> Lovers and Lollipops --[starred_actors]--> Cathy Dunn
Neg LogProb(↓):   0.177577
Path Entropy(↓):  0.521039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films written by fred cavaye
Start Entity:     Fred Cavayé
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Fred Cavayé --[(INV) written_by]--> Point Blank --[in_language]--> French
Path (Raw):       Fred Cavayé --[No Operation]--> Fred Cavayé --[(INV) written_by]--> Point Blank --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie dolemite
Start Entity:     Dolemite
Gold Answer:      [['1976', '1979']]
Predicted Ans:    1975
Predicted Path:   Dolemite --[starred_actors]--> Rudy Ray Moore --[(INV) starred_actors]--> Dolemite --[release_year]--> 1975
Path (Raw):       Dolemite --[starred_actors]--> Rudy Ray Moore --[(INV) starred_actors]--> Dolemite --[release_year]--> 1975
Neg LogProb(↓):   0.006885
Path Entropy(↓):  0.046249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the director of evil aliens
Start Entity:     Evil Aliens
Gold Answer:      [['Jake West']]
Predicted Ans:    Jake West
Predicted Path:   Evil Aliens --[directed_by]--> Jake West --[(INV) directed_by]--> Evil Aliens --[directed_by]--> Jake West
Path (Raw):       Evil Aliens --[directed_by]--> Jake West --[(INV) directed_by]--> Evil Aliens --[directed_by]--> Jake West
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the babysitter are directed by who
Start Entity:     The Babysitter
Gold Answer:      [['Brett Leonard', 'Kenneth Branagh', 'Gavin Grazer', 'Hugh Wilson', 'Clint Eastwood', 'Marco Brambilla', 'Alan Shapiro', 'Amy Heckerling', 'Bille Woodruff', 'Pat Verducci']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   The Babysitter --[starred_actors]--> Alicia Silverstone --[(INV) starred_actors]--> Love's Labour's Lost --[directed_by]--> Kenneth Branagh
Path (Raw):       The Babysitter --[starred_actors]--> Alicia Silverstone --[(INV) starred_actors]--> Love's Labour's Lost --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.076340
Path Entropy(↓):  0.348682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by martin hewitt release
Start Entity:     Martin Hewitt
Gold Answer:      [['2014', '1981']]
Predicted Ans:    1981
Predicted Path:   Martin Hewitt --[(INV) starred_actors]--> Endless Love --[release_year]--> 1981
Path (Raw):       Martin Hewitt --[No Operation]--> Martin Hewitt --[(INV) starred_actors]--> Endless Love --[release_year]--> 1981
Neg LogProb(↓):   0.271896
Path Entropy(↓):  0.548841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by don mancini
Start Entity:     Don Mancini
Gold Answer:      [['Ronny Yu', 'John Lafia', 'Tom Holland']]
Predicted Ans:    Tom Holland
Predicted Path:   Don Mancini --[(INV) written_by]--> Child's Play --[directed_by]--> Tom Holland
Path (Raw):       Don Mancini --[No Operation]--> Don Mancini --[(INV) written_by]--> Child's Play --[directed_by]--> Tom Holland
Neg LogProb(↓):   0.274515
Path Entropy(↓):  0.797692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film vampire in venice are directed by who
Start Entity:     Vampire in Venice
Gold Answer:      [['Richard Attenborough', 'Robert Wise', 'Michael Mann', 'Michael Schroeder', 'John Huston', 'Sandra Fierlinger', 'Ted Kotcheff', 'Paul Fierlinger', 'Spike Lee', 'Richard Fleischer', 'Luigi Cozzi', 'Tom Gries', 'Jesús Franco', 'Michael Hoffman', 'David Schmoeller', 'John Badham', 'Jerry London', 'Rick Rosenthal', 'Ron Howard', 'Aaron Lipstadt', 'Charles Jarrott', 'Rob Zombie', 'Frédéric Back', 'George Lucas', 'Budd Schulberg', 'Michael Mazo', 'Jack Gold', 'Sidney Hayers', 'Nicholas Ray', 'Anatole Litvak', 'Dan Curtis', 'Terence Young', 'Terry Gilliam', 'John Carpenter', 'Tod Browning', 'Justin Dix', 'Patrick Lussier', 'Shane Acker', 'Atom Egoyan', 'Robert Mulligan', 'Don Siegel', 'Peter Yates', 'Daryl Duke', 'Alejandro Agresti', 'Josh Stolberg', 'Werner Herzog', 'William Klein', 'David Worth', 'Terrence Malick', 'Ralph Nelson', 'Jeannot Szwarc', 'Stephen Gaghan', 'Piers Haggard']]
Predicted Ans:    Michael Mann
Predicted Path:   Vampire in Venice --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Vampire in Venice --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   1.550833
Path Entropy(↓):  2.376322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in california suite
Start Entity:     California Suite
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   California Suite --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Path (Raw):       California Suite --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed over your dead body
Start Entity:     Over Your Dead Body
Gold Answer:      [['Ryo Ishibashi', 'Mirei Kiritani', 'Hiroki Narimiya', 'Riki Takeuchi', 'Takayuki Yamada', 'Shun Oguri', 'Kazuya Nakayama', 'Meisa Kuroki', 'Eihi Shiina', 'Kaori Momoi', 'Shannyn Sossamon']]
Predicted Ans:    Kazuya Nakayama
Predicted Path:   Over Your Dead Body --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[starred_actors]--> Kazuya Nakayama
Path (Raw):       Over Your Dead Body --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[starred_actors]--> Kazuya Nakayama
Neg LogProb(↓):   0.044146
Path Entropy(↓):  0.185378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with games fall under
Start Entity:     Games
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Games --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[has_genre]--> Crime
Path (Raw):       Games --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[has_genre]--> Crime
Neg LogProb(↓):   0.533966
Path Entropy(↓):  1.486015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of gerd oswald directed films
Start Entity:     Gerd Oswald
Gold Answer:      [['Ira Levin', 'James Dearden', 'Jo Eisinger', 'Lawrence Roman']]
Predicted Ans:    Ira Levin
Predicted Path:   Gerd Oswald --[(INV) directed_by]--> A Kiss Before Dying --[written_by]--> Ira Levin
Path (Raw):       Gerd Oswald --[No Operation]--> Gerd Oswald --[(INV) directed_by]--> A Kiss Before Dying --[written_by]--> Ira Levin
Neg LogProb(↓):   0.761648
Path Entropy(↓):  0.915153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor karlheinz bohm co - starred with who
Start Entity:     Karlheinz Böhm
Gold Answer:      [['Margit Carstensen', 'Rainer Werner Fassbinder', 'Peter Chatel', 'Laurence Harvey']]
Predicted Ans:    Karlheinz Böhm
Predicted Path:   Karlheinz Böhm --[(INV) starred_actors]--> Martha --[starred_actors]--> Karlheinz Böhm
Path (Raw):       Karlheinz Böhm --[No Operation]--> Karlheinz Böhm --[(INV) starred_actors]--> Martha --[starred_actors]--> Karlheinz Böhm
Neg LogProb(↓):   0.691545
Path Entropy(↓):  0.801079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who in the world wrote men in black 3
Start Entity:     Men in Black 3
Gold Answer:      [['Lowell Cunningham']]
Predicted Ans:    Lowell Cunningham
Predicted Path:   Men in Black 3 --[written_by]--> Lowell Cunningham --[(INV) written_by]--> Men in Black 3 --[written_by]--> Lowell Cunningham
Path (Raw):       Men in Black 3 --[written_by]--> Lowell Cunningham --[(INV) written_by]--> Men in Black 3 --[written_by]--> Lowell Cunningham
Neg LogProb(↓):   0.030589
Path Entropy(↓):  0.135951
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie ladies in lavender
Start Entity:     Ladies in Lavender
Gold Answer:      [['Charles Dance', 'William J. Locke']]
Predicted Ans:    William J. Locke
Predicted Path:   Ladies in Lavender --[written_by]--> William J. Locke --[(INV) written_by]--> Ladies in Lavender --[written_by]--> William J. Locke
Path (Raw):       Ladies in Lavender --[written_by]--> William J. Locke --[(INV) written_by]--> Ladies in Lavender --[written_by]--> William J. Locke
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie come september were in which genres
Start Entity:     Come September
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Horror', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Come September --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Fear Strikes Out --[has_genre]--> Drama
Path (Raw):       Come September --[directed_by]--> Robert Mulligan --[(INV) directed_by]--> Fear Strikes Out --[has_genre]--> Drama
Neg LogProb(↓):   1.402267
Path Entropy(↓):  1.959337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the last five years
Start Entity:     The Last Five Years
Gold Answer:      [['Jason Robert Brown']]
Predicted Ans:    Jason Robert Brown
Predicted Path:   The Last Five Years --[written_by]--> Jason Robert Brown --[(INV) written_by]--> The Last Five Years --[written_by]--> Jason Robert Brown
Path (Raw):       The Last Five Years --[written_by]--> Jason Robert Brown --[(INV) written_by]--> The Last Five Years --[written_by]--> Jason Robert Brown
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the east side, west side director release
Start Entity:     East Side, West Side
Gold Answer:      [['1944', '1959', '1993', '1936', '1941', '1933', '1951', '1994', '1932', '1956', '1931', '1943', '1942', '1940', '1961', '1955', '1962', '1949', '1937', '1952', '1958']]
Predicted Ans:    1949
Predicted Path:   East Side, West Side --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Path (Raw):       East Side, West Side --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Neg LogProb(↓):   1.207448
Path Entropy(↓):  2.326692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of glory to the filmmaker! starred who
Start Entity:     Glory to the Filmmaker!
Gold Answer:      [['Robert Culp', 'Marlyn Mason', 'Beah Richards', 'Takeshi Kitano', 'Toshiyuki Nishida', 'Tomokazu Miura', 'Viggo Mortensen', 'Lolita Davidovich', 'Dennis Hopper', 'Wesley Snipes']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Glory to the Filmmaker! --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Path (Raw):       Glory to the Filmmaker! --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   1.459177
Path Entropy(↓):  2.840186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with ptu fall under
Start Entity:     PTU
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   PTU --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[has_genre]--> Comedy
Path (Raw):       PTU --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[has_genre]--> Comedy
Neg LogProb(↓):   0.528437
Path Entropy(↓):  0.852271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with here comes the navy fall under
Start Entity:     Here Comes the Navy
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Here Comes the Navy --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Here Comes the Navy --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.590683
Path Entropy(↓):  0.979846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the thompsons were in which genres
Start Entity:     The Thompsons
Gold Answer:      [['Horror', 'Mystery', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   The Thompsons --[directed_by]--> Phil Flores --[(INV) directed_by]--> The Hamiltons --[has_genre]--> Horror
Path (Raw):       The Thompsons --[directed_by]--> Phil Flores --[(INV) directed_by]--> The Hamiltons --[has_genre]--> Horror
Neg LogProb(↓):   0.560532
Path Entropy(↓):  1.274633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was hot tub time machine released
Start Entity:     Hot Tub Time Machine
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Hot Tub Time Machine --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Hot Tub Time Machine --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.396403
Path Entropy(↓):  4.182781
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did bibo bergeron write
Start Entity:     Bibo Bergeron
Gold Answer:      [['A Monster in Paris']]
Predicted Ans:    A Monster in Paris
Predicted Path:   Bibo Bergeron --[(INV) written_by]--> A Monster in Paris --[written_by]--> Bibo Bergeron --[(INV) written_by]--> A Monster in Paris
Path (Raw):       Bibo Bergeron --[(INV) written_by]--> A Monster in Paris --[written_by]--> Bibo Bergeron --[(INV) written_by]--> A Monster in Paris
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the monsieur hire director release
Start Entity:     Monsieur Hire
Gold Answer:      [['2000', '1990', '2004', '2012', '2013']]
Predicted Ans:    2013
Predicted Path:   Monsieur Hire --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> A Promise --[release_year]--> 2013
Path (Raw):       Monsieur Hire --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> A Promise --[release_year]--> 2013
Neg LogProb(↓):   0.526111
Path Entropy(↓):  1.173852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films reign of fire are written by who
Start Entity:     Reign of Fire
Gold Answer:      [['Frank Miller', 'Mark Steven Johnson', 'Raven Metzner', 'Zak Penn']]
Predicted Ans:    Mark Steven Johnson
Predicted Path:   Reign of Fire --[directed_by]--> Rob Bowman --[(INV) directed_by]--> Elektra --[written_by]--> Mark Steven Johnson
Path (Raw):       Reign of Fire --[directed_by]--> Rob Bowman --[(INV) directed_by]--> Elektra --[written_by]--> Mark Steven Johnson
Neg LogProb(↓):   0.019837
Path Entropy(↓):  0.120542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about ralph bakshi
Start Entity:     ralph bakshi
Gold Answer:      [['American Pop', 'The Lord of the Rings', 'Cool World']]
Predicted Ans:    The Lord of the Rings
Predicted Path:   ralph bakshi --[(INV) has_tags]--> American Pop --[has_tags]--> ralph bakshi --[(INV) has_tags]--> The Lord of the Rings
Path (Raw):       ralph bakshi --[(INV) has_tags]--> American Pop --[has_tags]--> ralph bakshi --[(INV) has_tags]--> The Lord of the Rings
Neg LogProb(↓):   0.311615
Path Entropy(↓):  0.874881
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote apocalypto
Start Entity:     Apocalypto
Gold Answer:      [['Latin', 'Aramaic']]
Predicted Ans:    Maya
Predicted Path:   Apocalypto --[written_by]--> Mel Gibson --[(INV) written_by]--> Apocalypto --[in_language]--> Maya
Path (Raw):       Apocalypto --[written_by]--> Mel Gibson --[(INV) written_by]--> Apocalypto --[in_language]--> Maya
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.000924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of the movie short cuts
Start Entity:     Short Cuts
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Short Cuts --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Short Cuts --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.521926
Path Entropy(↓):  5.125094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the big picture actors
Start Entity:     The Big Picture
Gold Answer:      [['Ariane Mnouchkine', 'Nicole Kassell', 'Steven Fechter', 'Maïwenn', 'Brian Garfield', 'Daniel Presley', 'Régis Roinsard', 'Romain Compingt', 'Brent Maddock', 'Thomas Michael Donnelly', 'Ron Underwood', 'Jieho Lee', 'Al Reinert', 'Jim Lovell', 'Laurent Tirard', 'Grégoire Vigneron', 'Jeffrey Kluger', 'Bob DeRosa', 'Billy Bob Thornton', 'Brian Helgeland', 'Gilles Legrand', 'Delphine de Vigan', 'Dennis Lehane', 'David Koepp', 'Michel Gondry', 'Richard Matheson', 'Atom Egoyan', 'Jacques Audiard', 'Peter M. Lenkov', 'Gilles Bourdos', 'Guillaume Musso', 'James Gunn', 'Michael Strobl', 'Craig Brewer', 'Greg Iles', 'Luc Bossi', 'Boris Vian', 'Rupert Holmes', 'Aaron Sorkin', 'Noah Stern', 'John Hughes']]
Predicted Ans:    Peter M. Lenkov
Predicted Path:   The Big Picture --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[written_by]--> Peter M. Lenkov
Path (Raw):       The Big Picture --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> R.I.P.D. --[written_by]--> Peter M. Lenkov
Neg LogProb(↓):   1.447178
Path Entropy(↓):  2.404647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of common
Start Entity:     Common
Gold Answer:      [['Hillsborough', 'Liam', 'Priest']]
Predicted Ans:    Priest
Predicted Path:   Common --[written_by]--> Jimmy McGovern --[(INV) written_by]--> Priest
Path (Raw):       Common --[written_by]--> Jimmy McGovern --[(INV) written_by]--> Priest --[No Operation]--> Priest
Neg LogProb(↓):   0.013219
Path Entropy(↓):  0.081965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in white fang
Start Entity:     White Fang
Gold Answer:      [['1946', '2008', '1992', '1993', '1985', '2007', '1998', '2009', '2004', '2014', '1994', '1976', '1995', '1948', '2001', '1990', '1996', '2002', '1981', '2012', '2011', '1986', '2013', '1988', '2000', '1964', '1997', '2005', '1991', '1969']]
Predicted Ans:    2004
Predicted Path:   White Fang --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunset --[release_year]--> 2004
Path (Raw):       White Fang --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunset --[release_year]--> 2004
Neg LogProb(↓):   2.088236
Path Entropy(↓):  2.710386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the scent of green papaya
Start Entity:     The Scent of Green Papaya
Gold Answer:      [['Thi Loc Truong', 'Man San Lu']]
Predicted Ans:    Thi Loc Truong
Predicted Path:   The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong
Path (Raw):       The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong --[(INV) starred_actors]--> The Scent of Green Papaya --[starred_actors]--> Thi Loc Truong
Neg LogProb(↓):   0.000217
Path Entropy(↓):  0.002169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by roshan seth
Start Entity:     Roshan Seth
Gold Answer:      [['Mira Nair']]
Predicted Ans:    Mira Nair
Predicted Path:   Roshan Seth --[(INV) starred_actors]--> Mississippi Masala --[directed_by]--> Mira Nair
Path (Raw):       Roshan Seth --[No Operation]--> Roshan Seth --[(INV) starred_actors]--> Mississippi Masala --[directed_by]--> Mira Nair
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the suicide shop
Start Entity:     The Suicide Shop
Gold Answer:      [['Patrice Leconte']]
Predicted Ans:    Patrice Leconte
Predicted Path:   The Suicide Shop --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[directed_by]--> Patrice Leconte
Path (Raw):       The Suicide Shop --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[directed_by]--> Patrice Leconte
Neg LogProb(↓):   0.537575
Path Entropy(↓):  1.114073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in nacho libre
Start Entity:     Nacho Libre
Gold Answer:      [['Turkish', 'French']]
Predicted Ans:    French
Predicted Path:   Nacho Libre --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[in_language]--> French
Path (Raw):       Nacho Libre --[starred_actors]--> Jack Black --[(INV) starred_actors]--> Bernie --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by russell p. marleau
Start Entity:     Russell P. Marleau
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Russell P. Marleau --[(INV) written_by]--> The Curiosity of Chance --[has_genre]--> Comedy
Path (Raw):       Russell P. Marleau --[No Operation]--> Russell P. Marleau --[(INV) written_by]--> The Curiosity of Chance --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by brendan fehr
Start Entity:     Brendan Fehr
Gold Answer:      [['John Stimpson']]
Predicted Ans:    John Stimpson
Predicted Path:   Brendan Fehr --[(INV) starred_actors]--> A Christmas Kiss --[directed_by]--> John Stimpson
Path (Raw):       Brendan Fehr --[No Operation]--> Brendan Fehr --[(INV) starred_actors]--> A Christmas Kiss --[directed_by]--> John Stimpson
Neg LogProb(↓):   0.005059
Path Entropy(↓):  0.032820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by betty schneider were in which languages
Start Entity:     Betty Schneider
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Betty Schneider --[(INV) starred_actors]--> Paris Belongs to Us --[in_language]--> French
Path (Raw):       Betty Schneider --[No Operation]--> Betty Schneider --[(INV) starred_actors]--> Paris Belongs to Us --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film the good thief
Start Entity:     The Good Thief
Gold Answer:      [['Neil Jordan']]
Predicted Ans:    Neil Jordan
Predicted Path:   The Good Thief --[written_by]--> Neil Jordan --[(INV) written_by]--> Michael Collins --[written_by]--> Neil Jordan
Path (Raw):       The Good Thief --[written_by]--> Neil Jordan --[(INV) written_by]--> Michael Collins --[written_by]--> Neil Jordan
Neg LogProb(↓):   0.225402
Path Entropy(↓):  0.628355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie happy - go - lucky are written by who
Start Entity:     Happy-Go-Lucky
Gold Answer:      [['Mike Leigh']]
Predicted Ans:    Mike Leigh
Predicted Path:   Happy-Go-Lucky --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Mr. Turner --[written_by]--> Mike Leigh
Path (Raw):       Happy-Go-Lucky --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Mr. Turner --[written_by]--> Mike Leigh
Neg LogProb(↓):   0.195349
Path Entropy(↓):  0.732307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film sometimes they come back... again were in which genres
Start Entity:     Sometimes They Come Back... Again
Gold Answer:      [['Sport', 'Western', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sometimes They Come Back... Again --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Million Dollar Baby --[has_genre]--> Drama
Path (Raw):       Sometimes They Come Back... Again --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Million Dollar Baby --[has_genre]--> Drama
Neg LogProb(↓):   1.012804
Path Entropy(↓):  1.388486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of barry sullivan
Start Entity:     Barry Sullivan
Gold Answer:      [['Richard Basehart', 'Carmen Miranda', 'Loretta Young', 'Rod Taylor', 'Barbara Stanwyck', 'Cyd Charisse', 'Joan Crawford', 'Jane Powell', 'Audie Murphy', 'Betsy Palmer', 'Norma Bengell', 'John Ireland', 'Audrey Totter', 'Mary Peach', 'Ann Sothern', 'Ralph Meeker', 'Rock Hudson']]
Predicted Ans:    Joan Crawford
Predicted Path:   Barry Sullivan --[(INV) starred_actors]--> Queen Bee --[starred_actors]--> Joan Crawford
Path (Raw):       Barry Sullivan --[No Operation]--> Barry Sullivan --[(INV) starred_actors]--> Queen Bee --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.189035
Path Entropy(↓):  0.681572
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of snitch
Start Entity:     Snitch
Gold Answer:      [['Stephen Dorff']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Snitch --[written_by]--> Ric Roman Waugh --[(INV) written_by]--> Snitch --[starred_actors]--> Susan Sarandon
Path (Raw):       Snitch --[written_by]--> Ric Roman Waugh --[(INV) written_by]--> Snitch --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.100769
Path Entropy(↓):  0.345592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of lookin'to get out
Start Entity:     Lookin' to Get Out
Gold Answer:      [['Harold and Maude', 'The Last Detail', 'Coming Home', "The Slugger's Wife", '8 Million Ways to Die', 'Bound for Glory', 'The Landlord', 'Shampoo', 'Being There']]
Predicted Ans:    8 Million Ways to Die
Predicted Path:   Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die
Path (Raw):       Lookin' to Get Out --[No Operation]--> Lookin' to Get Out --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die
Neg LogProb(↓):   0.409255
Path Entropy(↓):  1.072288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the heartbreak kid were in which genres
Start Entity:     The Heartbreak Kid
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Heartbreak Kid --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> If Lucy Fell --[has_genre]--> Comedy
Path (Raw):       The Heartbreak Kid --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> If Lucy Fell --[has_genre]--> Comedy
Neg LogProb(↓):   1.198090
Path Entropy(↓):  1.124710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by robert dunn release
Start Entity:     Robert Dunn
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Robert Dunn --[(INV) written_by]--> Heartbreakers --[release_year]--> 2001
Path (Raw):       Robert Dunn --[No Operation]--> Robert Dunn --[(INV) written_by]--> Heartbreakers --[release_year]--> 2001
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did john gavin act in
Start Entity:     John Gavin
Gold Answer:      [['Imitation of Life', 'A Time to Love and a Time to Die', 'Back Street', 'Psycho']]
Predicted Ans:    Imitation of Life
Predicted Path:   John Gavin --[(INV) starred_actors]--> Imitation of Life --[starred_actors]--> Susan Kohner --[(INV) starred_actors]--> Imitation of Life
Path (Raw):       John Gavin --[(INV) starred_actors]--> Imitation of Life --[starred_actors]--> Susan Kohner --[(INV) starred_actors]--> Imitation of Life
Neg LogProb(↓):   0.516429
Path Entropy(↓):  0.965143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by james o'barr fall under
Start Entity:     James O'Barr
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   James O'Barr --[(INV) written_by]--> The Crow --[has_genre]--> Action
Path (Raw):       James O'Barr --[No Operation]--> James O'Barr --[(INV) written_by]--> The Crow --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is wild reeds
Start Entity:     Wild Reeds
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Wild Reeds --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Wild Reeds --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.446430
Path Entropy(↓):  4.665591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with paul a. partain
Start Entity:     Paul A. Partain
Gold Answer:      [['Marilyn Burns']]
Predicted Ans:    Marilyn Burns
Predicted Path:   Paul A. Partain --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns
Path (Raw):       Paul A. Partain --[No Operation]--> Paul A. Partain --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of badlands
Start Entity:     Badlands
Gold Answer:      [['Lake City', 'O', 'That Championship Season', 'Gettysburg', 'The Cassandra Crossing', 'Trash', 'Stripes', "Coal Miner's Daughter", 'There Was a Crooked Man...', 'The Hired Hand', 'Two-Lane Blacktop', 'Gospa', 'The Subject Was Roses', 'Return of the Seven', 'Enigma', 'A Letter from Death Row', 'When the Bough Breaks', 'The Straight Story', 'Four Christmases', 'Missing', 'Hear No Evil', 'The End of Poverty?', 'Carrie', 'The Little Girl Who Lives Down the Lane', 'The War at Home', 'Death by China', 'In the Heat of the Night', 'Apocalypse Now', 'Rage', 'The Believers', 'Cockfighter', 'Raggedy Man', 'Catch Me If You Can', 'The Grass Harp', 'Bring Me the Head of Alfredo Garcia', "The Brink's Job", 'Spawn', 'The American President', '3 Women', 'An American Haunting', 'Get Low', 'The Long Walk Home', 'Dillinger', "'night, Mother", 'Race with the Devil', 'The Border', 'Blast from the Past', 'The River', 'The Shooting', 'Beyond the Stars', 'The Final Countdown', 'The Way', 'China 9, Liberty 37', 'In the Bedroom', 'The Thief Who Came to Dinner']]
Predicted Ans:    Enigma
Predicted Path:   Badlands --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma
Path (Raw):       Badlands --[starred_actors]--> Martin Sheen --[No Operation]--> Martin Sheen --[(INV) starred_actors]--> Enigma
Neg LogProb(↓):   0.090020
Path Entropy(↓):  0.473639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by bob burden
Start Entity:     Bob Burden
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Bob Burden --[(INV) written_by]--> Mystery Men --[release_year]--> 1999
Path (Raw):       Bob Burden --[No Operation]--> Bob Burden --[(INV) written_by]--> Mystery Men --[release_year]--> 1999
Neg LogProb(↓):   0.000166
Path Entropy(↓):  0.001610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of deliver us from eva
Start Entity:     Deliver Us from Eva
Gold Answer:      [['Edison', 'The Perfect Holiday', 'Kingdom Come', 'Slow Burn', 'The Honeymooners', 'In Too Deep', 'Neo Ned', 'S.W.A.T.', 'The Box', 'Rollerball', "Daddy's Little Girls", 'Above the Rim']]
Predicted Ans:    Above the Rim
Predicted Path:   Deliver Us from Eva --[starred_actors]--> Duane Martin --[(INV) starred_actors]--> Above the Rim
Path (Raw):       Deliver Us from Eva --[starred_actors]--> Duane Martin --[No Operation]--> Duane Martin --[(INV) starred_actors]--> Above the Rim
Neg LogProb(↓):   0.029856
Path Entropy(↓):  0.159984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by john maloof release
Start Entity:     John Maloof
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   John Maloof --[(INV) starred_actors]--> Finding Vivian Maier --[release_year]--> 2013
Path (Raw):       John Maloof --[No Operation]--> John Maloof --[(INV) starred_actors]--> Finding Vivian Maier --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the emigrants fall under
Start Entity:     The Emigrants
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Emigrants --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[has_genre]--> Drama
Path (Raw):       The Emigrants --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[has_genre]--> Drama
Neg LogProb(↓):   0.000693
Path Entropy(↓):  0.005992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the flower of my secret starred who
Start Entity:     The Flower of My Secret
Gold Answer:      [['Leonor Watling', 'Blanca Portillo', 'José Luis Gómez', 'Fele Martínez', 'Daniel Giménez Cacho', 'Cecilia Roth', 'Imanol Arias', 'Lola Dueñas', 'Penélope Cruz', 'Lluís Homar', 'Jan Cornet', 'Javier Cámara', 'Liberto Rabal', 'Verónica Forqué', 'Francesca Neri', 'Marisa Paredes', 'Victoria Abril', 'Miguel Bosé', 'Carmen Maura', 'Javier Bardem', 'Gael García Bernal', 'Elena Anaya', 'Antonio Banderas', 'Darío Grandinetti', 'Rosario Flores']]
Predicted Ans:    Antonio Banderas
Predicted Path:   The Flower of My Secret --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Matador --[starred_actors]--> Antonio Banderas
Path (Raw):       The Flower of My Secret --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Matador --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.447635
Path Entropy(↓):  1.080976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote i wish
Start Entity:     I Wish
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   I Wish --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[in_language]--> Japanese
Path (Raw):       I Wish --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[in_language]--> Japanese
Neg LogProb(↓):   0.000057
Path Entropy(↓):  0.000614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by daisy von scherler mayer were written by who
Start Entity:     Daisy von Scherler Mayer
Gold Answer:      [['Tracey Jackson']]
Predicted Ans:    Daisy von Scherler Mayer
Predicted Path:   Daisy von Scherler Mayer --[(INV) directed_by]--> Party Girl --[directed_by]--> Daisy von Scherler Mayer
Path (Raw):       Daisy von Scherler Mayer --[No Operation]--> Daisy von Scherler Mayer --[(INV) directed_by]--> Party Girl --[directed_by]--> Daisy von Scherler Mayer
Neg LogProb(↓):   0.083184
Path Entropy(↓):  0.291556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie armageddon
Start Entity:     Armageddon
Gold Answer:      [['Roberto Orci', 'Peter Benchley', 'Alex Kurtzman', 'Randall Wallace']]
Predicted Ans:    Randall Wallace
Predicted Path:   Armageddon --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[written_by]--> Randall Wallace
Path (Raw):       Armageddon --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.008619
Path Entropy(↓):  0.059176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the tokyo godfathers director release
Start Entity:     Tokyo Godfathers
Gold Answer:      [['2001', '2006', '1997']]
Predicted Ans:    2003
Predicted Path:   Tokyo Godfathers --[directed_by]--> Satoshi Kon --[(INV) directed_by]--> Tokyo Godfathers --[release_year]--> 2003
Path (Raw):       Tokyo Godfathers --[directed_by]--> Satoshi Kon --[(INV) directed_by]--> Tokyo Godfathers --[release_year]--> 2003
Neg LogProb(↓):   0.055389
Path Entropy(↓):  0.237265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the screenwriter vladimir pozner
Start Entity:     Vladimir Pozner
Gold Answer:      [['Lew Ayres', 'Olivia de Havilland']]
Predicted Ans:    Lew Ayres
Predicted Path:   Vladimir Pozner --[(INV) written_by]--> The Dark Mirror --[starred_actors]--> Lew Ayres
Path (Raw):       Vladimir Pozner --[No Operation]--> Vladimir Pozner --[(INV) written_by]--> The Dark Mirror --[starred_actors]--> Lew Ayres
Neg LogProb(↓):   0.027076
Path Entropy(↓):  0.123121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of yu aoi starred movies
Start Entity:     Yû Aoi
Gold Answer:      [['Shunji Iwai']]
Predicted Ans:    Shunji Iwai
Predicted Path:   Yû Aoi --[(INV) starred_actors]--> Hana and Alice --[directed_by]--> Shunji Iwai
Path (Raw):       Yû Aoi --[No Operation]--> Yû Aoi --[(INV) starred_actors]--> Hana and Alice --[directed_by]--> Shunji Iwai
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film megaforce were in which genres
Start Entity:     Megaforce
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Megaforce --[written_by]--> Hal Needham --[(INV) written_by]--> Megaforce --[has_genre]--> Action
Path (Raw):       Megaforce --[written_by]--> Hal Needham --[(INV) written_by]--> Megaforce --[has_genre]--> Action
Neg LogProb(↓):   0.322895
Path Entropy(↓):  0.594893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the house of rothschild released
Start Entity:     The House of Rothschild
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   The House of Rothschild --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Path (Raw):       The House of Rothschild --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Neg LogProb(↓):   1.502444
Path Entropy(↓):  2.469993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in humboldt county
Start Entity:     Humboldt County
Gold Answer:      [['Peter Bogdanovich', 'Jeremy Strong', 'Fairuza Balk']]
Predicted Ans:    Darren Grodsky
Predicted Path:   Humboldt County --[directed_by]--> Danny Jacobs --[(INV) directed_by]--> Humboldt County --[directed_by]--> Darren Grodsky
Path (Raw):       Humboldt County --[directed_by]--> Danny Jacobs --[(INV) directed_by]--> Humboldt County --[directed_by]--> Darren Grodsky
Neg LogProb(↓):   1.780392
Path Entropy(↓):  2.656302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film home fries
Start Entity:     Home Fries
Gold Answer:      [['David Howard', 'Nicholas Stoller', 'Judd Apatow', 'Robert Gordon']]
Predicted Ans:    Judd Apatow
Predicted Path:   Home Fries --[directed_by]--> Dean Parisot --[(INV) directed_by]--> Fun with Dick and Jane --[written_by]--> Judd Apatow
Path (Raw):       Home Fries --[directed_by]--> Dean Parisot --[(INV) directed_by]--> Fun with Dick and Jane --[written_by]--> Judd Apatow
Neg LogProb(↓):   0.105263
Path Entropy(↓):  0.337587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by lenny juliano
Start Entity:     Lenny Juliano
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Lenny Juliano --[(INV) starred_actors]--> Not of This Earth --[has_genre]--> Horror
Path (Raw):       Lenny Juliano --[No Operation]--> Lenny Juliano --[(INV) starred_actors]--> Not of This Earth --[has_genre]--> Horror
Neg LogProb(↓):   0.024151
Path Entropy(↓):  0.112710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jack huston acted together with who
Start Entity:     Jack Huston
Gold Answer:      [['Lindsey Haun', 'Max Kasch']]
Predicted Ans:    Lindsey Haun
Predicted Path:   Jack Huston --[(INV) starred_actors]--> Shrooms --[starred_actors]--> Lindsey Haun
Path (Raw):       Jack Huston --[No Operation]--> Jack Huston --[(INV) starred_actors]--> Shrooms --[starred_actors]--> Lindsey Haun
Neg LogProb(↓):   0.156674
Path Entropy(↓):  0.445407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of slither
Start Entity:     Slither
Gold Answer:      [["Brian's Song", 'Games', 'The Dream Team', 'The Shadow', 'Gardens of Stone', 'Back to School', 'The Program', 'Men of Respect', 'Submarine X-1', 'Just Before Dawn', 'Harry and Walter Go to New York', 'MASH', 'The Godfather', 'Payback', 'Middle Men', 'Countdown', 'Young Frankenstein', 'The Gambler', 'Thief', 'Outland', 'While You Were Sleeping', 'Much Ado About Nothing', 'The Yards', 'Comes a Horseman', 'The Killer Elite', 'Honeymoon in Vegas', 'Bulletproof', 'El Dorado', 'The Rain People', 'Lady in a Cage', 'Hardcore', 'The Friends of Eddie Coyle', 'Freebie and the Bean', 'A Boy Called Hate', 'Cloudy with a Chance of Meatballs 2', 'Body Double', 'Funny Lady', "The Brink's Job", 'The Outsider', 'Hide in Plain Sight', 'Eraser', 'Where the Buffalo Roam', 'Last of the Red Hot Lovers', 'Red Line 7000', 'Lost Horizon', 'Alien Nation', 'Cloudy with a Chance of Meatballs', 'Cinderella Liberty', 'Kiss Me Goodbye', 'Small Apartments', 'The Candidate', 'Misery', 'Elf', 'Hammett', 'Solar Crisis', 'For the Boys', 'Brewster McCloud']]
Predicted Ans:    The Godfather
Predicted Path:   Slither --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather
Path (Raw):       Slither --[starred_actors]--> James Caan --[No Operation]--> James Caan --[(INV) starred_actors]--> The Godfather
Neg LogProb(↓):   0.252799
Path Entropy(↓):  1.060079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of 8 mile
Start Entity:     8 Mile
Gold Answer:      [['The Mod Squad']]
Predicted Ans:    8 Mile
Predicted Path:   8 Mile --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile
Path (Raw):       8 Mile --[No Operation]--> 8 Mile --[written_by]--> Scott Silver --[(INV) written_by]--> 8 Mile
Neg LogProb(↓):   0.110908
Path Entropy(↓):  0.337426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies was eugene domingo an actor in
Start Entity:     Eugene Domingo
Gold Answer:      [['The Woman in the Septic Tank']]
Predicted Ans:    The Woman in the Septic Tank
Predicted Path:   Eugene Domingo --[(INV) starred_actors]--> The Woman in the Septic Tank --[starred_actors]--> Eugene Domingo --[(INV) starred_actors]--> The Woman in the Septic Tank
Path (Raw):       Eugene Domingo --[(INV) starred_actors]--> The Woman in the Septic Tank --[starred_actors]--> Eugene Domingo --[(INV) starred_actors]--> The Woman in the Septic Tank
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed switch
Start Entity:     Switch
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Switch --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Path (Raw):       Switch --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Neg LogProb(↓):   1.496619
Path Entropy(↓):  1.221163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the chumscrubber
Start Entity:     The Chumscrubber
Gold Answer:      [['Jamie Bell']]
Predicted Ans:    Jamie Bell
Predicted Path:   The Chumscrubber --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Chumscrubber --[starred_actors]--> Jamie Bell
Path (Raw):       The Chumscrubber --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Chumscrubber --[starred_actors]--> Jamie Bell
Neg LogProb(↓):   0.087114
Path Entropy(↓):  0.340641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by tom toelle starred which actors
Start Entity:     Tom Toelle
Gold Answer:      [['Suzanne Roquette', 'Jörg Pleva', 'Dieter Thomas Heck']]
Predicted Ans:    Dieter Thomas Heck
Predicted Path:   Tom Toelle --[(INV) directed_by]--> Das Millionenspiel --[starred_actors]--> Dieter Thomas Heck
Path (Raw):       Tom Toelle --[No Operation]--> Tom Toelle --[(INV) directed_by]--> Das Millionenspiel --[starred_actors]--> Dieter Thomas Heck
Neg LogProb(↓):   0.149613
Path Entropy(↓):  0.459605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by kyla pratt in
Start Entity:     Kyla Pratt
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kyla Pratt --[(INV) starred_actors]--> Dr. Dolittle 3 --[has_genre]--> Comedy
Path (Raw):       Kyla Pratt --[No Operation]--> Kyla Pratt --[(INV) starred_actors]--> Dr. Dolittle 3 --[has_genre]--> Comedy
Neg LogProb(↓):   0.019956
Path Entropy(↓):  0.098144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the a breed apart director release
Start Entity:     A Breed Apart
Gold Answer:      [['1982', '1996']]
Predicted Ans:    1984
Predicted Path:   A Breed Apart --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[release_year]--> 1984
Path (Raw):       A Breed Apart --[directed_by]--> Philippe Mora --[(INV) directed_by]--> A Breed Apart --[release_year]--> 1984
Neg LogProb(↓):   0.022303
Path Entropy(↓):  0.119833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with jamesy boy fall under
Start Entity:     Jamesy Boy
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Jamesy Boy --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[has_genre]--> Thriller
Path (Raw):       Jamesy Boy --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[has_genre]--> Thriller
Neg LogProb(↓):   0.693395
Path Entropy(↓):  1.902713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with ron leshem
Start Entity:     Ron Leshem
Gold Answer:      [['Joseph Cedar']]
Predicted Ans:    Joseph Cedar
Predicted Path:   Ron Leshem --[(INV) written_by]--> Beaufort --[written_by]--> Joseph Cedar
Path (Raw):       Ron Leshem --[No Operation]--> Ron Leshem --[(INV) written_by]--> Beaufort --[written_by]--> Joseph Cedar
Neg LogProb(↓):   0.004869
Path Entropy(↓):  0.031457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of fantastic four
Start Entity:     Fantastic Four
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Fantastic Four --[directed_by]--> Tim Story --[(INV) directed_by]--> Taxi --[in_language]--> French
Path (Raw):       Fantastic Four --[directed_by]--> Tim Story --[(INV) directed_by]--> Taxi --[in_language]--> French
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie white house down are written by who
Start Entity:     White House Down
Gold Answer:      [['Terry Rossio', 'Ted Elliott', 'Roland Emmerich', 'Max Borenstein', 'Dean Devlin', 'John Orloff', 'Robert Rodat']]
Predicted Ans:    Roland Emmerich
Predicted Path:   White House Down --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[written_by]--> Roland Emmerich
Path (Raw):       White House Down --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[written_by]--> Roland Emmerich
Neg LogProb(↓):   0.680934
Path Entropy(↓):  0.829294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was whistle down the wind released
Start Entity:     Whistle Down the Wind
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Whistle Down the Wind --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       Whistle Down the Wind --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   0.510487
Path Entropy(↓):  1.801930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of fast times at ridgemont high is also the director of which movies
Start Entity:     Fast Times at Ridgemont High
Gold Answer:      [["Look Who's Talking Too", 'I Could Never Be Your Woman', 'Clueless', 'Vamps', 'Johnny Dangerously', "Look Who's Talking"]]
Predicted Ans:    Look Who's Talking
Predicted Path:   Fast Times at Ridgemont High --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking
Path (Raw):       Fast Times at Ridgemont High --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking --[No Operation]--> Look Who's Talking
Neg LogProb(↓):   0.492719
Path Entropy(↓):  1.075850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in homefront
Start Entity:     Homefront
Gold Answer:      [['David S. Ward', 'Todd Haynes', 'Kevin Spacey', 'Stan Lee', 'Steve Ditko', 'Guy Ritchie', 'Evan Goldberg', 'Tony Giglio', 'David Koepp', 'Sam Raimi', 'Sylvester Stallone', 'Bryan Singer', 'Rob Epstein', 'Jeffrey Friedman', 'James Franco', 'Rupert Goold', 'David Kajganich', 'Michael Finkel', 'Seth Rogen', 'Craig Monahan', 'Sam Peckinpah', 'Mark Duplass', 'Aron Ralston', 'Miles Millar', 'Alfred Gough', 'Dick Clement', 'Ian La Frenais', 'Donna Powers', 'James Wong', 'Géla Babluani', 'Richard Wenk', 'John Carlen', 'Boaz Yakin', 'Cormac McCarthy', 'Ben Best', 'John Carpenter', 'Danny Boyle', 'Ken Kaufman', 'David Agosto', 'Judd Apatow', 'James Hilton', 'Ranulph Fiennes', 'L. Frank Baum', 'Mitchell Kapner', 'David Zelag Goodman', 'Richard Glatzer', 'Wash Westmoreland', 'Lisa Genova', 'Luc Besson', 'Katie Aselton', 'Katrin Benedikt', 'Creighton Rothenberger', 'Robert Adetuyi', 'Hampton Sides', 'Paul W.S. Anderson', 'Ib Melchior', 'John Stockwell', 'Ivan Raimi', 'Coline Serreau', 'Mark Neveldine', 'Brian Taylor', 'Gordon Williams', 'Rod Lurie', 'William Faulkner', 'James Cox', 'David Auburn', 'Ben Mezrich', 'Dan Sterling', 'Ken Bruen', 'Simon Beaufoy', 'Phil Sears', 'Blake T. Evans', 'Danny McBride', 'Susan Orlean', 'Sngmoo Lee', 'Harmony Korine', 'David DeFalco', 'William Goldman', 'Alvin Sargent', 'Michael Chabon', 'Frances Marion']]
Predicted Ans:    Donna Powers
Predicted Path:   Homefront --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Path (Raw):       Homefront --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Neg LogProb(↓):   0.616849
Path Entropy(↓):  1.491393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe ferris bueller's day off
Start Entity:     Ferris Bueller's Day Off
Gold Answer:      [['matthew broderick', 'john hughes', 'high school', 'chicago', 'comedy', 'breaks the fourth wall']]
Predicted Ans:    breaks the fourth wall
Predicted Path:   Ferris Bueller's Day Off --[has_tags]--> breaks the fourth wall --[(INV) has_tags]--> Ferris Bueller's Day Off --[has_tags]--> breaks the fourth wall
Path (Raw):       Ferris Bueller's Day Off --[has_tags]--> breaks the fourth wall --[(INV) has_tags]--> Ferris Bueller's Day Off --[has_tags]--> breaks the fourth wall
Neg LogProb(↓):   0.019867
Path Entropy(↓):  0.116092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of so big!
Start Entity:     So Big!
Gold Answer:      [['Sam Wood', 'George Cukor', 'James Whale', 'Archie Mayo', 'Wesley Ruggles', 'Gregory Nava', 'William Wyler', 'George Stevens', 'Mervyn LeRoy', 'Anthony Mann', 'George Sidney', 'Howard Hawks']]
Predicted Ans:    Gregory Nava
Predicted Path:   So Big! --[written_by]--> Robert Lord --[(INV) written_by]--> Bordertown --[directed_by]--> Gregory Nava
Path (Raw):       So Big! --[written_by]--> Robert Lord --[(INV) written_by]--> Bordertown --[directed_by]--> Gregory Nava
Neg LogProb(↓):   0.065814
Path Entropy(↓):  0.303712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did maurice hanline write the story for
Start Entity:     Maurice Hanline
Gold Answer:      [["It's Love I'm After"]]
Predicted Ans:    It's Love I'm After
Predicted Path:   Maurice Hanline --[(INV) written_by]--> It's Love I'm After --[written_by]--> Maurice Hanline --[(INV) written_by]--> It's Love I'm After
Path (Raw):       Maurice Hanline --[(INV) written_by]--> It's Love I'm After --[written_by]--> Maurice Hanline --[(INV) written_by]--> It's Love I'm After
Neg LogProb(↓):   0.003275
Path Entropy(↓):  0.021975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of berlin express
Start Entity:     Berlin Express
Gold Answer:      [['Aldo Ray', 'Simone Simon', 'Robert Mitchum', 'Virginia Mayo', 'Jane Randolph', 'Steve Reeves', 'Hedy Lamarr', 'Robert Stack', 'Anne Bancroft', 'Tom Conway', 'Burt Lancaster', 'Kirk Douglas', 'Boris Karloff', 'Nastassja Kinski', 'Brian Keith', 'Kent Smith', 'Jane Greer', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Hedy Lamarr
Predicted Path:   Berlin Express --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Path (Raw):       Berlin Express --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Experiment Perilous --[starred_actors]--> Hedy Lamarr
Neg LogProb(↓):   0.198396
Path Entropy(↓):  0.502956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by franklin dyall
Start Entity:     Franklin Dyall
Gold Answer:      [['Stephan Elliott', 'Alfred Hitchcock']]
Predicted Ans:    Stephan Elliott
Predicted Path:   Franklin Dyall --[(INV) starred_actors]--> Easy Virtue --[directed_by]--> Stephan Elliott
Path (Raw):       Franklin Dyall --[No Operation]--> Franklin Dyall --[(INV) starred_actors]--> Easy Virtue --[directed_by]--> Stephan Elliott
Neg LogProb(↓):   0.636629
Path Entropy(↓):  0.691456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by robert sarkies
Start Entity:     Robert Sarkies
Gold Answer:      [['2012', '2006', '1980', '2002']]
Predicted Ans:    1980
Predicted Path:   Robert Sarkies --[(INV) directed_by]--> Out of the Blue --[release_year]--> 1980
Path (Raw):       Robert Sarkies --[No Operation]--> Robert Sarkies --[(INV) directed_by]--> Out of the Blue --[release_year]--> 1980
Neg LogProb(↓):   0.728622
Path Entropy(↓):  1.129196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie careful
Start Entity:     Careful
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Careful --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Careful --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.876427
Path Entropy(↓):  4.468088
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in a dry white season also appears in which films
Start Entity:     A Dry White Season
Gold Answer:      [['Invasion of the Body Snatchers', 'Eye of the Needle', 'Start the Revolution Without Me', 'Backdraft', 'Crackers', 'Shadow Conspiracy', 'In the Mouth of Madness', 'Panic', 'The Italian Job', 'Land of the Blind', 'The Best Offer', 'MASH', 'The Keep', 'Fallen', 'Instinct', 'Das Boot', 'Buffy the Vampire Slayer', 'Alex in Wonderland', 'The Eagle', 'Nicholas and Alexandra', "Don't Look Now", 'Nuns on the Run', 'Hollow Point', 'The Puppet Masters', 'The Eagle Has Landed', 'Lost Angels', 'Disclosure', 'Revolution', 'The Day of the Locust', 'Body Parts', 'Without Limits', 'Path to War', 'The Assignment', 'An American Haunting', 'Space Cowboys', 'Lock Up', 'Heaven Help Us', 'Klute', 'Ordinary People', 'Fierce People', 'DNA', 'Max Dugan Returns', 'Virus']]
Predicted Ans:    Donald Sutherland
Predicted Path:   A Dry White Season --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Day of the Locust --[starred_actors]--> Donald Sutherland
Path (Raw):       A Dry White Season --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Day of the Locust --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   1.559454
Path Entropy(↓):  2.696189
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by ray mckinnon in
Start Entity:     Ray McKinnon
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ray McKinnon --[(INV) written_by]--> Randy and the Mob --[has_genre]--> Comedy
Path (Raw):       Ray McKinnon --[No Operation]--> Ray McKinnon --[(INV) written_by]--> Randy and the Mob --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Something to sing about is a film written by this person
Start Entity:     Something to Sing About
Gold Answer:      [['Austin Parker', 'Victor Schertzinger']]
Predicted Ans:    Austin Parker
Predicted Path:   Something to Sing About --[written_by]--> Victor Schertzinger --[(INV) written_by]--> Something to Sing About --[written_by]--> Austin Parker
Path (Raw):       Something to Sing About --[written_by]--> Victor Schertzinger --[(INV) written_by]--> Something to Sing About --[written_by]--> Austin Parker
Neg LogProb(↓):   0.374475
Path Entropy(↓):  0.871949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie below
Start Entity:     Below
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Below --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Below --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   1.536187
Path Entropy(↓):  3.453021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of deception also wrote movies
Start Entity:     Deception
Gold Answer:      [['The Story of Three Loves', 'Dawn of the Planet of the Apes', 'Unstoppable', 'The Wolverine', 'Total Recall', 'True Confession']]
Predicted Ans:    Deception
Predicted Path:   Deception --[written_by]--> Joseph Than --[(INV) written_by]--> Deception
Path (Raw):       Deception --[written_by]--> Joseph Than --[(INV) written_by]--> Deception --[No Operation]--> Deception
Neg LogProb(↓):   0.003437
Path Entropy(↓):  0.026421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of a little trip to heaven
Start Entity:     A Little Trip to Heaven
Gold Answer:      [['The Sea', 'Jar City', 'The Deep', '101 Reykjavík']]
Predicted Ans:    The Deep
Predicted Path:   A Little Trip to Heaven --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep
Path (Raw):       A Little Trip to Heaven --[No Operation]--> A Little Trip to Heaven --[written_by]--> Baltasar Kormákur --[(INV) written_by]--> The Deep
Neg LogProb(↓):   0.007929
Path Entropy(↓):  0.053610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote sanshiro sugata
Start Entity:     Sanshiro Sugata
Gold Answer:      [['Akira Kurosawa', 'Tsuneo Tomita']]
Predicted Ans:    Tsuneo Tomita
Predicted Path:   Sanshiro Sugata --[written_by]--> Tsuneo Tomita --[(INV) written_by]--> Sanshiro Sugata --[written_by]--> Tsuneo Tomita
Path (Raw):       Sanshiro Sugata --[written_by]--> Tsuneo Tomita --[(INV) written_by]--> Sanshiro Sugata --[written_by]--> Tsuneo Tomita
Neg LogProb(↓):   0.189874
Path Entropy(↓):  0.487197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by patton oswalt
Start Entity:     Patton Oswalt
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Patton Oswalt --[(INV) written_by]--> The Comedians of Comedy --[release_year]--> 2005
Path (Raw):       Patton Oswalt --[No Operation]--> Patton Oswalt --[(INV) written_by]--> The Comedians of Comedy --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of analyze that
Start Entity:     Analyze That
Gold Answer:      [['Caddyshack', 'Year One', 'Bedazzled', "National Lampoon's Vacation", 'Groundhog Day', 'Stuart Saves His Family', 'Club Paradise', 'Multiplicity', 'Analyze This', 'The Ice Harvest']]
Predicted Ans:    Analyze That
Predicted Path:   Analyze That --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That
Path (Raw):       Analyze That --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[No Operation]--> Analyze That
Neg LogProb(↓):   0.660003
Path Entropy(↓):  1.197620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of if a man answers
Start Entity:     If a Man Answers
Gold Answer:      [['The Wonderful World of the Brothers Grimm', 'The Desperados', 'April Love', 'Genghis Khan', "The President's Lady", 'Belles on Their Toes', 'Night Editor', 'Journey to the Center of the Earth']]
Predicted Ans:    April Love
Predicted Path:   If a Man Answers --[directed_by]--> Henry Levin --[(INV) directed_by]--> April Love
Path (Raw):       If a Man Answers --[No Operation]--> If a Man Answers --[directed_by]--> Henry Levin --[(INV) directed_by]--> April Love
Neg LogProb(↓):   1.053921
Path Entropy(↓):  1.596114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie the turning point released
Start Entity:     The Turning Point
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   The Turning Point --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Path (Raw):       The Turning Point --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Neg LogProb(↓):   2.126402
Path Entropy(↓):  3.549378
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with bob ellis
Start Entity:     Bob Ellis
Gold Answer:      [['Phillip Noyce', 'David Elfick', 'Philippe Mora']]
Predicted Ans:    Bob Ellis
Predicted Path:   Bob Ellis --[(INV) written_by]--> Newsfront --[written_by]--> Bob Ellis
Path (Raw):       Bob Ellis --[No Operation]--> Bob Ellis --[(INV) written_by]--> Newsfront --[written_by]--> Bob Ellis
Neg LogProb(↓):   0.015756
Path Entropy(↓):  0.091376
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies directed by emily hagins release
Start Entity:     Emily Hagins
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Emily Hagins --[(INV) directed_by]--> My Sucky Teen Romance --[release_year]--> 2011
Path (Raw):       Emily Hagins --[No Operation]--> Emily Hagins --[(INV) directed_by]--> My Sucky Teen Romance --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film you don't mess with the zohan
Start Entity:     You Don't Mess with the Zohan
Gold Answer:      [['Mark Feldberg', 'Tim Herlihy', 'Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Big Daddy --[written_by]--> Adam Sandler
Path (Raw):       You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Big Daddy --[written_by]--> Adam Sandler
Neg LogProb(↓):   0.588896
Path Entropy(↓):  0.965326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed laurel canyon
Start Entity:     Laurel Canyon
Gold Answer:      [['Stuart Blumberg', 'Lisa Cholodenko']]
Predicted Ans:    Lisa Cholodenko
Predicted Path:   Laurel Canyon --[directed_by]--> Lisa Cholodenko --[(INV) directed_by]--> High Art --[written_by]--> Lisa Cholodenko
Path (Raw):       Laurel Canyon --[directed_by]--> Lisa Cholodenko --[(INV) directed_by]--> High Art --[written_by]--> Lisa Cholodenko
Neg LogProb(↓):   0.029209
Path Entropy(↓):  0.135168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by paul haggis were written by who
Start Entity:     Paul Haggis
Gold Answer:      [['Mark Boal', 'David Cronenberg', 'Fred Cavayé', 'Guillaume Lemans']]
Predicted Ans:    David Cronenberg
Predicted Path:   Paul Haggis --[(INV) directed_by]--> Crash --[written_by]--> David Cronenberg
Path (Raw):       Paul Haggis --[No Operation]--> Paul Haggis --[(INV) directed_by]--> Crash --[written_by]--> David Cronenberg
Neg LogProb(↓):   0.903874
Path Entropy(↓):  1.793435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the boy next door also starred in which films
Start Entity:     The Boy Next Door
Gold Answer:      [['Angel Eyes', 'The Back-up Plan', 'Step Up Revolution', 'The Messengers', 'Out of Sight', 'Home', 'Monster-in-Law', 'An Unfinished Life', 'Maid in Manhattan', 'Anaconda', 'Parker', 'Selena', 'Bordertown', 'Jack', 'The Wedding Planner', "I Hate Valentine's Day", 'The Cell', 'Money Train', 'Blood and Wine', 'Enough', 'Raising Helen']]
Predicted Ans:    Bordertown
Predicted Path:   The Boy Next Door --[starred_actors]--> Jennifer Lopez --[(INV) starred_actors]--> Bordertown
Path (Raw):       The Boy Next Door --[starred_actors]--> Jennifer Lopez --[No Operation]--> Jennifer Lopez --[(INV) starred_actors]--> Bordertown
Neg LogProb(↓):   0.829763
Path Entropy(↓):  1.910905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film iron will were in which genres
Start Entity:     Iron Will
Gold Answer:      [['Western']]
Predicted Ans:    Adventure
Predicted Path:   Iron Will --[directed_by]--> Charles Haid --[(INV) directed_by]--> Iron Will --[has_genre]--> Adventure
Path (Raw):       Iron Will --[directed_by]--> Charles Haid --[(INV) directed_by]--> Iron Will --[has_genre]--> Adventure
Neg LogProb(↓):   0.018764
Path Entropy(↓):  0.092506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the run lola run director
Start Entity:     Run Lola Run
Gold Answer:      [['Eric Warren Singer', 'Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Gurinder Chadha', 'Wes Craven', 'Nobuhiro Suwa', 'Alfonso Cuarón', 'Sylvain Chomet', 'David Mitchell', 'Tom Tykwer', 'Alexander Payne']]
Predicted Ans:    Tom Tykwer
Predicted Path:   Run Lola Run --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> The Princess and the Warrior --[written_by]--> Tom Tykwer
Path (Raw):       Run Lola Run --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> The Princess and the Warrior --[written_by]--> Tom Tykwer
Neg LogProb(↓):   0.318747
Path Entropy(↓):  0.710563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by kevin deters were released in which years
Start Entity:     Kevin Deters
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Kevin Deters --[(INV) written_by]--> The Ballad of Nessie --[release_year]--> 2011
Path (Raw):       Kevin Deters --[No Operation]--> Kevin Deters --[(INV) written_by]--> The Ballad of Nessie --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jim siedow were in which genres
Start Entity:     Jim Siedow
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jim Siedow --[(INV) starred_actors]--> The Texas Chainsaw Massacre 2 --[has_genre]--> Comedy
Path (Raw):       Jim Siedow --[No Operation]--> Jim Siedow --[(INV) starred_actors]--> The Texas Chainsaw Massacre 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.305041
Path Entropy(↓):  0.576075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of phantom
Start Entity:     Phantom
Gold Answer:      [['2006']]
Predicted Ans:    2013
Predicted Path:   Phantom --[directed_by]--> Todd Robinson --[(INV) directed_by]--> Phantom --[release_year]--> 2013
Path (Raw):       Phantom --[directed_by]--> Todd Robinson --[(INV) directed_by]--> Phantom --[release_year]--> 2013
Neg LogProb(↓):   0.089806
Path Entropy(↓):  0.292928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of around the world under the sea is also the director of which movies
Start Entity:     Around the World Under the Sea
Gold Answer:      [['The Longest Day', "King Solomon's Mines", 'Green Fire']]
Predicted Ans:    King Solomon's Mines
Predicted Path:   Around the World Under the Sea --[directed_by]--> Andrew Marton --[(INV) directed_by]--> King Solomon's Mines
Path (Raw):       Around the World Under the Sea --[directed_by]--> Andrew Marton --[(INV) directed_by]--> King Solomon's Mines --[No Operation]--> King Solomon's Mines
Neg LogProb(↓):   0.410319
Path Entropy(↓):  0.767988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of steel
Start Entity:     Steel
Gold Answer:      [['Tim Blaney', 'Cynthia Gibb', 'Fisher Stevens', 'Michael McKean']]
Predicted Ans:    Judd Nelson
Predicted Path:   Steel --[directed_by]--> Kenneth Johnson --[(INV) directed_by]--> Steel --[starred_actors]--> Judd Nelson
Path (Raw):       Steel --[directed_by]--> Kenneth Johnson --[(INV) directed_by]--> Steel --[starred_actors]--> Judd Nelson
Neg LogProb(↓):   0.120961
Path Entropy(↓):  0.365078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of the ex
Start Entity:     The Ex
Gold Answer:      [['Jesse Peretz']]
Predicted Ans:    Jesse Peretz
Predicted Path:   The Ex --[directed_by]--> Jesse Peretz --[(INV) directed_by]--> The Ex --[directed_by]--> Jesse Peretz
Path (Raw):       The Ex --[directed_by]--> Jesse Peretz --[(INV) directed_by]--> The Ex --[directed_by]--> Jesse Peretz
Neg LogProb(↓):   0.161136
Path Entropy(↓):  0.420664
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does olivia munn appear in
Start Entity:     Olivia Munn
Gold Answer:      [['Deliver Us from Evil', 'The Babymakers']]
Predicted Ans:    The Babymakers
Predicted Path:   Olivia Munn --[(INV) starred_actors]--> The Babymakers --[starred_actors]--> Olivia Munn --[(INV) starred_actors]--> The Babymakers
Path (Raw):       Olivia Munn --[(INV) starred_actors]--> The Babymakers --[starred_actors]--> Olivia Munn --[(INV) starred_actors]--> The Babymakers
Neg LogProb(↓):   0.000096
Path Entropy(↓):  0.000991
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of the music box starred who
Start Entity:     The Music Box
Gold Answer:      [['Stan Laurel']]
Predicted Ans:    Stan Laurel
Predicted Path:   The Music Box --[directed_by]--> James Parrott --[(INV) directed_by]--> Pardon Us --[starred_actors]--> Stan Laurel
Path (Raw):       The Music Box --[directed_by]--> James Parrott --[(INV) directed_by]--> Pardon Us --[starred_actors]--> Stan Laurel
Neg LogProb(↓):   0.000934
Path Entropy(↓):  0.007529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by ben gluck fall under
Start Entity:     Ben Gluck
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ben Gluck --[(INV) written_by]--> Alpha and Omega --[has_genre]--> Comedy
Path (Raw):       Ben Gluck --[No Operation]--> Ben Gluck --[(INV) written_by]--> Alpha and Omega --[has_genre]--> Comedy
Neg LogProb(↓):   0.000111
Path Entropy(↓):  0.001154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with mickey spillane
Start Entity:     Mickey Spillane
Gold Answer:      [['Larry Cohen', 'A.I. Bezzerides']]
Predicted Ans:    A.I. Bezzerides
Predicted Path:   Mickey Spillane --[(INV) written_by]--> Kiss Me Deadly --[written_by]--> A.I. Bezzerides
Path (Raw):       Mickey Spillane --[No Operation]--> Mickey Spillane --[(INV) written_by]--> Kiss Me Deadly --[written_by]--> A.I. Bezzerides
Neg LogProb(↓):   0.819495
Path Entropy(↓):  1.155221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by michael apted released
Start Entity:     Michael Apted
Gold Answer:      [['1983', '1988', '1980', '2001', '2012', '1992', '1991', '2006', '1985', '1994', '1999', '1979', '1987', '1981', '1974', '2002', '2007']]
Predicted Ans:    1994
Predicted Path:   Michael Apted --[(INV) directed_by]--> Nell --[release_year]--> 1994
Path (Raw):       Michael Apted --[No Operation]--> Michael Apted --[(INV) directed_by]--> Nell --[release_year]--> 1994
Neg LogProb(↓):   1.537844
Path Entropy(↓):  2.012740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was marvin's room released
Start Entity:     Marvin's Room
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Marvin's Room --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Marvin's Room --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   1.836457
Path Entropy(↓):  3.744430
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of me without you
Start Entity:     Me Without You
Gold Answer:      [['Sandra Goldbacher']]
Predicted Ans:    Sandra Goldbacher
Predicted Path:   Me Without You --[written_by]--> Sandra Goldbacher --[(INV) written_by]--> Me Without You --[directed_by]--> Sandra Goldbacher
Path (Raw):       Me Without You --[written_by]--> Sandra Goldbacher --[(INV) written_by]--> Me Without You --[directed_by]--> Sandra Goldbacher
Neg LogProb(↓):   0.142098
Path Entropy(↓):  0.391043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of all good things
Start Entity:     All Good Things
Gold Answer:      [['Crazy/Beautiful', 'Bring It On', 'Melancholia', 'Dick', 'The Two Faces of January', 'Fracture', 'The Slaughter Rule', 'True Heart', 'Spider-Man', 'Upside Down', 'Bachelorette', 'Murder by Numbers', 'Half Nelson', 'The Ides of March', 'Elizabethtown', 'Stay', 'Lars and the Real Girl', 'Mona Lisa Smile', 'The Virgin Suicides', 'Get Over It', 'Blue Valentine', 'The Believer', 'Wimbledon', 'Spider-Man 3', 'Drive', 'Only God Forgives', 'The Place Beyond the Pines', 'Jumanji', 'Spider-Man 2', "The Cat's Meow", 'Drop Dead Gorgeous']]
Predicted Ans:    Only God Forgives
Predicted Path:   All Good Things --[starred_actors]--> Ryan Gosling --[(INV) starred_actors]--> Only God Forgives
Path (Raw):       All Good Things --[starred_actors]--> Ryan Gosling --[No Operation]--> Ryan Gosling --[(INV) starred_actors]--> Only God Forgives
Neg LogProb(↓):   0.258898
Path Entropy(↓):  0.865290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of chappie
Start Entity:     Chappie
Gold Answer:      [['Terri Tatchell', 'Neill Blomkamp']]
Predicted Ans:    Neill Blomkamp
Predicted Path:   Chappie --[directed_by]--> Neill Blomkamp --[(INV) directed_by]--> District 9 --[written_by]--> Neill Blomkamp
Path (Raw):       Chappie --[directed_by]--> Neill Blomkamp --[(INV) directed_by]--> District 9 --[written_by]--> Neill Blomkamp
Neg LogProb(↓):   0.091091
Path Entropy(↓):  0.335625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by warren taylor released
Start Entity:     Warren Taylor
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Warren Taylor --[(INV) written_by]--> Dead Husbands --[release_year]--> 1998
Path (Raw):       Warren Taylor --[No Operation]--> Warren Taylor --[(INV) written_by]--> Dead Husbands --[release_year]--> 1998
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film spawn are written by who
Start Entity:     Spawn
Gold Answer:      [['David Saperstein', 'Brad Kaaya', 'Emilio Estevez', 'Ronald F. Maxwell', 'Seth Zvi Rosenfeld', 'Michael Shaara', 'Spike Lee', 'Tom Stoppard', 'John Milius', 'William Shakespeare', 'Michael Barak', 'Bret Michaels', 'James Toback', 'Michael Cohn', 'Robert Harris', 'Jon Favreau', 'John Leguizamo', 'Michael Andrews', 'Philippe Diaz', 'Laird Koenig', 'Sally Potter', 'Michael Herr', 'Peter Navarro', 'David Koepp', 'Jim Agnew', 'Nicholas Conde', 'Sean Keller', 'Phil Hay', 'Matt Manfredi', 'Greg Coolidge', 'Francis Ford Coppola', 'Jason Mantzoukas', 'Edwin Torres', 'Richard Curtis', 'Creighton Vero', 'Donald E. Westlake', 'Jason Miller', 'Frank D. Gilroy', 'Andy Mulligan', 'Paul Morrissey', 'Aaron Sorkin', 'Terrence Malick', 'Michael J. Wilson', 'José Torres']]
Predicted Ans:    Michael Barak
Predicted Path:   Spawn --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Path (Raw):       Spawn --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Neg LogProb(↓):   0.093983
Path Entropy(↓):  0.470863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what le bonheur is about
Start Entity:     Le Bonheur
Gold Answer:      [['agnès varda']]
Predicted Ans:    agnès varda
Predicted Path:   Le Bonheur --[has_tags]--> agnès varda --[(INV) has_tags]--> The Beaches of Agnès --[has_tags]--> agnès varda
Path (Raw):       Le Bonheur --[has_tags]--> agnès varda --[(INV) has_tags]--> The Beaches of Agnès --[has_tags]--> agnès varda
Neg LogProb(↓):   0.000356
Path Entropy(↓):  0.003388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by esai morales
Start Entity:     Esai Morales
Gold Answer:      [['Ray Bradbury', 'Luis Valdez']]
Predicted Ans:    Ray Bradbury
Predicted Path:   Esai Morales --[(INV) starred_actors]--> The Wonderful Ice Cream Suit --[written_by]--> Ray Bradbury
Path (Raw):       Esai Morales --[No Operation]--> Esai Morales --[(INV) starred_actors]--> The Wonderful Ice Cream Suit --[written_by]--> Ray Bradbury
Neg LogProb(↓):   0.008135
Path Entropy(↓):  0.047085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie 127 hours
Start Entity:     127 Hours
Gold Answer:      [['Rob Epstein', 'Jeffrey Friedman', 'James Franco', 'George Cukor', 'Rupert Goold', 'Justin Lin', 'John Dahl', 'Nicolas Cage', 'Evan Goldberg', 'Sam Raimi', 'Gary Fleder', 'Seth Rogen', 'Craig Monahan', 'Tony Bill', 'Harmony Korine', 'Mark Rydell', 'David Gordon Green']]
Predicted Ans:    Sam Raimi
Predicted Path:   127 Hours --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Path (Raw):       127 Hours --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.336897
Path Entropy(↓):  1.024988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the old maid
Start Entity:     The Old Maid
Gold Answer:      [['Sam Wood', 'Edmund Goulding', 'John Madden', 'Fritz Lang', 'Robert Guédiguian', 'Rachid Bouchareb', 'Archie Mayo', 'Terence Davies', 'Irving Rapper', 'Martin Scorsese', 'Henry King', 'Michael Curtiz', 'Anatole Litvak', 'Philip Moeller']]
Predicted Ans:    Irving Rapper
Predicted Path:   The Old Maid --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[directed_by]--> Irving Rapper
Path (Raw):       The Old Maid --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.528747
Path Entropy(↓):  1.522843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie tarzan are written by who
Start Entity:     Tarzan
Gold Answer:      [['Erich Kästner', 'Oliver Huzly', 'Hans Christian Andersen', 'Bill Kelly', 'Jennifer Lee', 'Chris Buck', 'Shanker Raman', 'Ash Brannon', 'Adam Green', 'Reinhard Klooss']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   Tarzan --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[written_by]--> Edgar Rice Burroughs
Path (Raw):       Tarzan --[directed_by]--> Kevin Lima --[(INV) directed_by]--> Tarzan --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   1.746265
Path Entropy(↓):  2.377264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in moonrise
Start Entity:     Moonrise
Gold Answer:      [['Dane Clark', 'Ethel Barrymore', 'Gail Russell']]
Predicted Ans:    Gene Tierney
Predicted Path:   Moonrise --[starred_actors]--> Ethel Barrymore --[(INV) starred_actors]--> The Secret of Convict Lake --[starred_actors]--> Gene Tierney
Path (Raw):       Moonrise --[starred_actors]--> Ethel Barrymore --[(INV) starred_actors]--> The Secret of Convict Lake --[starred_actors]--> Gene Tierney
Neg LogProb(↓):   0.500339
Path Entropy(↓):  0.834556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by kristin booth in
Start Entity:     Kristin Booth
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kristin Booth --[(INV) starred_actors]--> Cloudburst --[has_genre]--> Comedy
Path (Raw):       Kristin Booth --[No Operation]--> Kristin Booth --[(INV) starred_actors]--> Cloudburst --[has_genre]--> Comedy
Neg LogProb(↓):   0.334118
Path Entropy(↓):  0.605938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote this is my life
Start Entity:     This Is My Life
Gold Answer:      [['Drama', 'Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   This Is My Life --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Path (Raw):       This Is My Life --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[has_genre]--> Drama
Neg LogProb(↓):   0.070217
Path Entropy(↓):  0.301065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in in enemy hands
Start Entity:     In Enemy Hands
Gold Answer:      [['Stephen Frears', 'Thomas Jahn', 'Stuart Gordon', 'John Requa', 'Glenn Ficarra', 'Kinka Usher', 'Ethan Coen', 'David Mamet', 'Mark Illsley', 'Steven Schachter', 'Fredrik Bond', 'Harvey Kahn', 'David M. Rosenthal', 'Walt Becker', 'Brad Furman', 'Uwe Boll', 'Joel Coen', 'Gary Ross', 'Brian Hecker']]
Predicted Ans:    David Mamet
Predicted Path:   In Enemy Hands --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Homicide --[directed_by]--> David Mamet
Path (Raw):       In Enemy Hands --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Homicide --[directed_by]--> David Mamet
Neg LogProb(↓):   0.690687
Path Entropy(↓):  0.996364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the black stallion returns
Start Entity:     The Black Stallion Returns
Gold Answer:      [['Walter Farley']]
Predicted Ans:    Walter Farley
Predicted Path:   The Black Stallion Returns --[written_by]--> Walter Farley --[(INV) written_by]--> The Young Black Stallion --[written_by]--> Walter Farley
Path (Raw):       The Black Stallion Returns --[written_by]--> Walter Farley --[(INV) written_by]--> The Young Black Stallion --[written_by]--> Walter Farley
Neg LogProb(↓):   0.003163
Path Entropy(↓):  0.021857
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie thy womb released
Start Entity:     Thy Womb
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Thy Womb --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Thy Womb --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.217077
Path Entropy(↓):  4.435892
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie hits
Start Entity:     Hits
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Hits --[starred_actors]--> Wyatt Cenac --[(INV) starred_actors]--> Medicine for Melancholy --[release_year]--> 2008
Path (Raw):       Hits --[starred_actors]--> Wyatt Cenac --[(INV) starred_actors]--> Medicine for Melancholy --[release_year]--> 2008
Neg LogProb(↓):   0.293935
Path Entropy(↓):  0.567787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film feast of love
Start Entity:     Feast of Love
Gold Answer:      [['Walter Hill', 'Glenn Gordon Caron', 'Josh Boone', 'Wolfgang Petersen', 'Mike Nichols', 'Edward Zwick', 'Ericson Core', 'Lasse Hallström', 'Timur Bekmambetov', 'Christophe Gans', 'Clint Eastwood', 'Paul McGuigan', 'Luc Besson', 'Louis Leterrier', 'Julie Anne Robinson', 'Joseph Kosinski', 'David J. Burke', 'Lisa Cholodenko', 'Jonathan Mostow', 'Scott Sanders', 'Jill Sprecher', 'Tony Scott', 'Billy Wilder', 'Mimi Leder', 'Simon Brand', 'Jon Turteltaub', 'Tom Shadyac', 'Richard Linklater', 'Petter Næss', 'Greg Mclean', 'James L. Brooks', 'Olatunde Osunsanmi', 'Simon Moore', 'Lee Tamahori', 'David Koepp', 'Craig Zisk', 'Charles Martin Smith', 'Marc Forster', 'Andrew Davis', 'Joel Schumacher', 'Gary Fleder', 'Valerie Faris', 'Jonathan Dayton', 'Sidney Lanfield', 'Brad Silberling', 'Mark Jonathan Harris', 'George A. Romero', 'Gregory Hoblit', 'Mikael Salomon', 'Steven Spielberg', 'John G. Avildsen', 'Michael McCullers', 'Pen Densham', 'Paul Schrader', 'Glenn Jordan', 'David Lickley', 'Garry Marshall', 'Stephen Hopkins', 'Breck Eisner', 'Werner Herzog', 'Sydney Pollack', 'Keith Samples', 'Neil LaBute', 'Frank Darabont', 'Randall Wallace', 'David Twohy', 'Carl Franklin', 'Bruce Beresford', 'Rob Reiner']]
Predicted Ans:    Tom Shadyac
Predicted Path:   Feast of Love --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Path (Raw):       Feast of Love --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Neg LogProb(↓):   0.833929
Path Entropy(↓):  2.193040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by trent haaga
Start Entity:     Trent Haaga
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Trent Haaga --[(INV) written_by]--> Deadgirl --[release_year]--> 2008
Path (Raw):       Trent Haaga --[No Operation]--> Trent Haaga --[(INV) written_by]--> Deadgirl --[release_year]--> 2008
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with passchendaele fall under
Start Entity:     Passchendaele
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Passchendaele --[starred_actors]--> Paul Gross --[(INV) starred_actors]--> Men with Brooms --[has_genre]--> Comedy
Path (Raw):       Passchendaele --[starred_actors]--> Paul Gross --[(INV) starred_actors]--> Men with Brooms --[has_genre]--> Comedy
Neg LogProb(↓):   0.003451
Path Entropy(↓):  0.023079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote harvie krumpet
Start Entity:     Harvie Krumpet
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Harvie Krumpet --[written_by]--> Adam Elliot --[(INV) written_by]--> Mary and Max --[release_year]--> 2009
Path (Raw):       Harvie Krumpet --[written_by]--> Adam Elliot --[(INV) written_by]--> Mary and Max --[release_year]--> 2009
Neg LogProb(↓):   0.192002
Path Entropy(↓):  0.463254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by world
Start Entity:     world
Gold Answer:      [['Pearl Harbor']]
Predicted Ans:    Pearl Harbor
Predicted Path:   world --[(INV) has_tags]--> Pearl Harbor --[has_tags]--> jerry bruckheimer --[(INV) has_tags]--> Pearl Harbor
Path (Raw):       world --[(INV) has_tags]--> Pearl Harbor --[has_tags]--> jerry bruckheimer --[(INV) has_tags]--> Pearl Harbor
Neg LogProb(↓):   0.004494
Path Entropy(↓):  0.030236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by trent harris
Start Entity:     Trent Harris
Gold Answer:      [["Groovin' Gary", 'Sean Penn', 'Crispin Glover']]
Predicted Ans:    Crispin Glover
Predicted Path:   Trent Harris --[(INV) written_by]--> Rubin and Ed --[starred_actors]--> Crispin Glover
Path (Raw):       Trent Harris --[No Operation]--> Trent Harris --[(INV) written_by]--> Rubin and Ed --[starred_actors]--> Crispin Glover
Neg LogProb(↓):   0.000204
Path Entropy(↓):  0.001938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in dangerous minds
Start Entity:     Dangerous Minds
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Dangerous Minds --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Chéri --[in_language]--> French
Path (Raw):       Dangerous Minds --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Chéri --[in_language]--> French
Neg LogProb(↓):   0.624725
Path Entropy(↓):  0.691105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by farah khan release
Start Entity:     Farah Khan
Gold Answer:      [['2014', '2004', '2007', '1987']]
Predicted Ans:    2014
Predicted Path:   Farah Khan --[(INV) directed_by]--> Happy New Year --[release_year]--> 2014
Path (Raw):       Farah Khan --[No Operation]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[release_year]--> 2014
Neg LogProb(↓):   0.607257
Path Entropy(↓):  0.842384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by peter's friends actors
Start Entity:     Peter's Friends
Gold Answer:      [['Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Peter's Friends --[starred_actors]--> Kenneth Branagh --[(INV) starred_actors]--> The Gingerbread Man --[has_genre]--> Thriller
Path (Raw):       Peter's Friends --[starred_actors]--> Kenneth Branagh --[(INV) starred_actors]--> The Gingerbread Man --[has_genre]--> Thriller
Neg LogProb(↓):   1.525068
Path Entropy(↓):  2.045512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the road to wellville also appears in which movies
Start Entity:     The Road to Wellville
Gold Answer:      [['Say Anything...', 'The Human Stain', 'One Crazy Summer', 'Fracture', 'The Lion in Winter', 'The Stepford Wives', 'Hot Pursuit', 'Hot Tub Time Machine', 'It Could Happen to You', 'Instinct', 'The Music Man', 'The Sure Thing', 'Monkeybone', 'Wonderful World', 'Infinity', 'Hamlet', 'Being John Malkovich', 'Thor', 'Shanghai', 'Money for Nothing', 'Torch Song Trilogy', 'You Can Count on Me', 'WarGames', '2012', 'Snow Queen', 'Family Business', 'The Factory', 'The Last Shot', 'The Frozen Ground', 'The Rite', 'The Contract', 'Shag', 'Single White Female', 'The Ice Harvest', 'The Paperboy', 'City Hall', 'Slipstream', 'Igor', 'Kiss of the Dragon', 'Break Up', 'Addicted to Love', 'Bad Company', 'Nixon', 'Identity', 'The Producers', 'Deck the Halls', 'The Elephant Man', 'Maps to the Stars', 'War, Inc.', 'The Numbers Station', 'Martian Child', 'Serendipity', 'Grand Piano', 'Glory', 'Red Dragon', 'Godzilla', 'Tapeheads', 'Hitchcock', 'Rough Magic', '1408', 'Runaway Jury', 'The Remains of the Day', 'You Will Meet a Tall Dark Stranger', 'Scandal', 'Anastasia', 'Lake Placid', 'Amistad', 'Diminished Capacity', 'Finding Amanda', 'The Cable Guy', 'Election', 'Pushing Tin', 'The Grifters', "The World's Fastest Indian", 'The Freshman', 'Must Love Dogs', 'Noah', 'Hearts in Atlantis', 'Midnight in the Garden of Good and Evil', 'Out on a Limb', "America's Sweethearts", 'The Tale of Despereaux', 'South of Heaven, West of Hell', 'Beowulf', 'The Lion King', 'Desperate Hours', 'A Simple Plan', 'Singles', 'Drive Hard', 'Inspector Gadget', 'Surviving Picasso', 'Proof', 'High Fidelity', 'Grosse Pointe Blank', 'Magic', 'Meet Joe Black', 'Floundering', 'Grace Is Gone', 'True Colors', 'Ladyhawke', 'Legends of the Fall', 'Titus', 'Marie and Bruce', 'August', 'Freejack', 'Point of No Return', 'The Raven', "Ferris Bueller's Day Off", 'The Journey of Natty Gann', 'Jackie Brown', 'Hannibal', "All the King's Men", 'Biloxi Blues', 'The Edge', 'Audrey Rose', 'The Bounty', 'The Bag Man', 'Max Dugan Returns']]
Predicted Ans:    Godzilla
Predicted Path:   The Road to Wellville --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Path (Raw):       The Road to Wellville --[starred_actors]--> Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Neg LogProb(↓):   1.379354
Path Entropy(↓):  2.548006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by antonio serrano were released in which years
Start Entity:     Antonio Serrano
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Antonio Serrano --[(INV) written_by]--> Lucía, Lucía --[release_year]--> 2003
Path (Raw):       Antonio Serrano --[No Operation]--> Antonio Serrano --[(INV) written_by]--> Lucía, Lucía --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in american psycho
Start Entity:     American Psycho
Gold Answer:      [['Music', 'Sport', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   American Psycho --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> The New World --[has_genre]--> Drama
Path (Raw):       American Psycho --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> The New World --[has_genre]--> Drama
Neg LogProb(↓):   0.237773
Path Entropy(↓):  0.735833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the deadly tower
Start Entity:     The Deadly Tower
Gold Answer:      [['Raise the Titanic', "Airport '77", 'The Bat People']]
Predicted Ans:    Raise the Titanic
Predicted Path:   The Deadly Tower --[directed_by]--> Jerry Jameson --[(INV) directed_by]--> Raise the Titanic
Path (Raw):       The Deadly Tower --[directed_by]--> Jerry Jameson --[(INV) directed_by]--> Raise the Titanic --[No Operation]--> Raise the Titanic
Neg LogProb(↓):   0.370714
Path Entropy(↓):  0.931445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of ugetsu
Start Entity:     Ugetsu
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ugetsu --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Sisters of the Gion --[has_genre]--> Drama
Path (Raw):       Ugetsu --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Sisters of the Gion --[has_genre]--> Drama
Neg LogProb(↓):   0.070011
Path Entropy(↓):  0.317255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hope springs were released in which years
Start Entity:     Hope Springs
Gold Answer:      [['1980', '2008', '2003', '1992', '1959', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2010', '1982', '1947', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1966', '2005', '1991', '1999', '1987', '1986', '1928']]
Predicted Ans:    2006
Predicted Path:   Hope Springs --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> The Devil Wears Prada --[release_year]--> 2006
Path (Raw):       Hope Springs --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> The Devil Wears Prada --[release_year]--> 2006
Neg LogProb(↓):   1.738566
Path Entropy(↓):  3.386664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film murder, inc. starred which actors
Start Entity:     Murder, Inc.
Gold Answer:      [['Henry Morgan', 'Peter Falk', 'May Britt', 'Stuart Whitman']]
Predicted Ans:    Peter Falk
Predicted Path:   Murder, Inc. --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Murder by Death --[starred_actors]--> Peter Falk
Path (Raw):       Murder, Inc. --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Murder by Death --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.012848
Path Entropy(↓):  0.089216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of viva villa!
Start Entity:     Viva Villa!
Gold Answer:      [['Romance', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Viva Villa! --[written_by]--> Ben Hecht --[(INV) written_by]--> The Great Gabbo --[has_genre]--> Drama
Path (Raw):       Viva Villa! --[written_by]--> Ben Hecht --[(INV) written_by]--> The Great Gabbo --[has_genre]--> Drama
Neg LogProb(↓):   0.498781
Path Entropy(↓):  1.455403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film cheyenne autumn released
Start Entity:     Cheyenne Autumn
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Cheyenne Autumn --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Path (Raw):       Cheyenne Autumn --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Neg LogProb(↓):   2.559550
Path Entropy(↓):  3.831990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the amour director
Start Entity:     Amour
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Amour --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Funny Games --[in_language]--> English
Path (Raw):       Amour --[directed_by]--> Michael Haneke --[(INV) directed_by]--> Funny Games --[in_language]--> English
Neg LogProb(↓):   1.097486
Path Entropy(↓):  1.634990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did stanley rauh write
Start Entity:     Stanley Rauh
Gold Answer:      [['A-Haunting We Will Go']]
Predicted Ans:    A-Haunting We Will Go
Predicted Path:   Stanley Rauh --[(INV) written_by]--> A-Haunting We Will Go --[written_by]--> Lou Breslow --[(INV) written_by]--> A-Haunting We Will Go
Path (Raw):       Stanley Rauh --[(INV) written_by]--> A-Haunting We Will Go --[written_by]--> Lou Breslow --[(INV) written_by]--> A-Haunting We Will Go
Neg LogProb(↓):   0.197821
Path Entropy(↓):  0.594721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of madigan
Start Entity:     Madigan
Gold Answer:      [['Jack Finney', 'Aleksandr Gordon', 'Albert Maltz', 'Ernest Hemingway', 'Glendon Swarthout', 'David Mamet', 'Andrei Tarkovsky', 'Leigh Vance', 'Clive Egleton', 'Scott Hale', 'Miles Hood Swarthout', 'Daniel Mainwaring', 'Anthony Veiller', 'Walter Wager', 'Clair Huffaker', 'Richard Wormser', 'Barry Reed', 'Collier Young', 'Ida Lupino', 'Peter Milne', 'Israel Zangwill']]
Predicted Ans:    David Mamet
Predicted Path:   Madigan --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Verdict --[written_by]--> David Mamet
Path (Raw):       Madigan --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Verdict --[written_by]--> David Mamet
Neg LogProb(↓):   1.468741
Path Entropy(↓):  1.281347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did chuck jones direct
Start Entity:     Chuck Jones
Gold Answer:      [['The Phantom Tollbooth', 'Broom-Stick Bunny']]
Predicted Ans:    The Phantom Tollbooth
Predicted Path:   Chuck Jones --[(INV) directed_by]--> The Phantom Tollbooth --[directed_by]--> Chuck Jones --[(INV) directed_by]--> The Phantom Tollbooth
Path (Raw):       Chuck Jones --[(INV) directed_by]--> The Phantom Tollbooth --[directed_by]--> Chuck Jones --[(INV) directed_by]--> The Phantom Tollbooth
Neg LogProb(↓):   0.492908
Path Entropy(↓):  0.684666
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of alan metter directed movies
Start Entity:     Alan Metter
Gold Answer:      [['Rodney Dangerfield']]
Predicted Ans:    Alan Metter
Predicted Path:   Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun --[directed_by]--> Alan Metter
Path (Raw):       Alan Metter --[No Operation]--> Alan Metter --[(INV) directed_by]--> Girls Just Want to Have Fun --[directed_by]--> Alan Metter
Neg LogProb(↓):   0.000595
Path Entropy(↓):  0.005015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies written by boys'night out writers
Start Entity:     Boys' Night Out
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Boys' Night Out --[written_by]--> Marvin Worth --[(INV) written_by]--> Boys' Night Out --[has_genre]--> Comedy
Path (Raw):       Boys' Night Out --[written_by]--> Marvin Worth --[(INV) written_by]--> Boys' Night Out --[has_genre]--> Comedy
Neg LogProb(↓):   0.475839
Path Entropy(↓):  0.918747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by the ritz brothers
Start Entity:     The Ritz Brothers
Gold Answer:      [['Richard Lester', 'Stephen Herek']]
Predicted Ans:    Richard Lester
Predicted Path:   The Ritz Brothers --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Path (Raw):       The Ritz Brothers --[No Operation]--> The Ritz Brothers --[(INV) starred_actors]--> The Three Musketeers --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.004987
Path Entropy(↓):  0.031343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of voyage to the beginning of the world were directed by who
Start Entity:     Voyage to the Beginning of the World
Gold Answer:      [['Mike Mendez', 'Manoel de Oliveira']]
Predicted Ans:    Manoel de Oliveira
Predicted Path:   Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[directed_by]--> Manoel de Oliveira
Path (Raw):       Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[directed_by]--> Manoel de Oliveira
Neg LogProb(↓):   0.296497
Path Entropy(↓):  0.766448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of symbol
Start Entity:     Symbol
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Symbol --[directed_by]--> Hitoshi Matsumoto --[(INV) directed_by]--> Symbol --[release_year]--> 2009
Path (Raw):       Symbol --[directed_by]--> Hitoshi Matsumoto --[(INV) directed_by]--> Symbol --[release_year]--> 2009
Neg LogProb(↓):   0.882449
Path Entropy(↓):  1.079592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film mr. pip
Start Entity:     Mr. Pip
Gold Answer:      [['William Steig', 'Andrew Adamson', 'Conrad Vernon']]
Predicted Ans:    William Steig
Predicted Path:   Mr. Pip --[directed_by]--> Andrew Adamson --[(INV) directed_by]--> Shrek --[written_by]--> William Steig
Path (Raw):       Mr. Pip --[directed_by]--> Andrew Adamson --[(INV) directed_by]--> Shrek --[written_by]--> William Steig
Neg LogProb(↓):   0.484908
Path Entropy(↓):  0.747794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of duets
Start Entity:     Duets
Gold Answer:      [['1976', '1946', '1975', '1981', '1984']]
Predicted Ans:    1946
Predicted Path:   Duets --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge --[release_year]--> 1946
Path (Raw):       Duets --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge --[release_year]--> 1946
Neg LogProb(↓):   0.643657
Path Entropy(↓):  0.918888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of hiei kimura acted films
Start Entity:     Hiei Kimura
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Hiei Kimura --[(INV) starred_actors]--> Nobody Knows --[release_year]--> 2004
Path (Raw):       Hiei Kimura --[No Operation]--> Hiei Kimura --[(INV) starred_actors]--> Nobody Knows --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by victor fleming
Start Entity:     Victor Fleming
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Victor Fleming --[(INV) directed_by]--> Red Dust --[has_genre]--> Drama
Path (Raw):       Victor Fleming --[No Operation]--> Victor Fleming --[(INV) directed_by]--> Red Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.963333
Path Entropy(↓):  1.547723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the shape of things were released in which years
Start Entity:     The Shape of Things
Gold Answer:      [['1995', '1998', '2000', '2009', '2001', '2008', '2003', '2005', '1959', '2010', '1996', '2006', '1999', '1932', '2012', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   The Shape of Things --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Beautiful Creatures --[release_year]--> 2013
Path (Raw):       The Shape of Things --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Beautiful Creatures --[release_year]--> 2013
Neg LogProb(↓):   0.989234
Path Entropy(↓):  2.340062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in rocket science
Start Entity:     Rocket Science
Gold Answer:      [['Jason Robert Brown', 'Chris Matheson', 'Jacob Koskoff', 'Stephen Sondheim', 'Patrick Tobin', 'Joe Swanberg', 'Will Reiser', 'James Lapine', 'Michael R. Perry', 'Will Gluck', 'Eric Heisserer', 'Mickey Rapkin', 'Todd Louiso']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Rocket Science --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Path (Raw):       Rocket Science --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[written_by]--> Joe Swanberg
Neg LogProb(↓):   0.426827
Path Entropy(↓):  0.980264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about edward norton
Start Entity:     edward norton
Gold Answer:      [['Down in the Valley', 'Primal Fear', 'The Italian Job', 'The People vs. Larry Flynt', 'American History X', 'Fight Club', 'The Bourne Legacy', 'The Illusionist', 'The Painted Veil', 'Leaves of Grass', 'Keeping the Faith', 'Everyone Says I Love You', 'Rounders', 'Red Dragon', 'The Incredible Hulk', 'The Score', 'Pride and Glory', 'Death to Smoochy', '25th Hour']]
Predicted Ans:    Everyone Says I Love You
Predicted Path:   edward norton --[(INV) has_tags]--> Everyone Says I Love You --[has_tags]--> singing --[(INV) has_tags]--> Everyone Says I Love You
Path (Raw):       edward norton --[(INV) has_tags]--> Everyone Says I Love You --[has_tags]--> singing --[(INV) has_tags]--> Everyone Says I Love You
Neg LogProb(↓):   0.333211
Path Entropy(↓):  1.173328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie 3 a. m. are directed by who
Start Entity:     3 A.M.
Gold Answer:      [['Rob Cohen', 'William Eubank', 'Vladan Nikolic', 'John Ireland', 'Karyn Kusama', 'John Stockwell', 'Vin Diesel', 'Clark Johnson', 'Károly Makk']]
Predicted Ans:    Rob Cohen
Predicted Path:   3 A.M. --[starred_actors]--> Michelle Rodriguez --[(INV) starred_actors]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Path (Raw):       3 A.M. --[starred_actors]--> Michelle Rodriguez --[(INV) starred_actors]--> The Fast and the Furious --[directed_by]--> Rob Cohen
Neg LogProb(↓):   0.155629
Path Entropy(↓):  0.492471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie incendiary
Start Entity:     Incendiary
Gold Answer:      [['Matthew Macfadyen', 'Ewan McGregor', 'Michelle Williams']]
Predicted Ans:    Matthew Macfadyen
Predicted Path:   Incendiary --[starred_actors]--> Matthew Macfadyen --[(INV) starred_actors]--> Incendiary --[starred_actors]--> Matthew Macfadyen
Path (Raw):       Incendiary --[starred_actors]--> Matthew Macfadyen --[(INV) starred_actors]--> Incendiary --[starred_actors]--> Matthew Macfadyen
Neg LogProb(↓):   0.395935
Path Entropy(↓):  1.077492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is chan is missing about
Start Entity:     Chan Is Missing
Gold Answer:      [['wayne wang']]
Predicted Ans:    wayne wang
Predicted Path:   Chan Is Missing --[has_tags]--> wayne wang --[(INV) has_tags]--> The Joy Luck Club --[has_tags]--> wayne wang
Path (Raw):       Chan Is Missing --[has_tags]--> wayne wang --[(INV) has_tags]--> The Joy Luck Club --[has_tags]--> wayne wang
Neg LogProb(↓):   0.004077
Path Entropy(↓):  0.027615
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the faculty
Start Entity:     The Faculty
Gold Answer:      [['Hollywood Homicide', 'O', 'The Black Dahlia', 'Wicker Park', 'American Heist', 'Resurrecting the Champ', 'The Invisible Circus', 'Black Hawk Down', 'Wildflowers', 'How to Make a Monster', 'Fast Five', 'Pearl Harbor', 'Here on Earth', 'Mozart and the Whale', 'The Virgin Suicides', '30 Days of Night', 'The Fast and the Furious', '40 Days and 40 Nights', 'Bunraku', 'Lucky Number Slevin', 'Ghosts of Mars']]
Predicted Ans:    Bunraku
Predicted Path:   The Faculty --[starred_actors]--> Josh Hartnett --[(INV) starred_actors]--> Bunraku
Path (Raw):       The Faculty --[starred_actors]--> Josh Hartnett --[No Operation]--> Josh Hartnett --[(INV) starred_actors]--> Bunraku
Neg LogProb(↓):   0.403266
Path Entropy(↓):  0.972695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by fedor bondarchuk release
Start Entity:     Fedor Bondarchuk
Gold Answer:      [['2013', '1993']]
Predicted Ans:    2013
Predicted Path:   Fedor Bondarchuk --[(INV) directed_by]--> Stalingrad --[release_year]--> 2013
Path (Raw):       Fedor Bondarchuk --[No Operation]--> Fedor Bondarchuk --[(INV) directed_by]--> Stalingrad --[release_year]--> 2013
Neg LogProb(↓):   0.284609
Path Entropy(↓):  0.559804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film skin game
Start Entity:     Skin Game
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Skin Game --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       Skin Game --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   2.376368
Path Entropy(↓):  4.311228
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie no looking back were in which genres
Start Entity:     No Looking Back
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   No Looking Back --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Comedy
Path (Raw):       No Looking Back --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Comedy
Neg LogProb(↓):   0.500931
Path Entropy(↓):  0.853304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie beyond the time barrier were released in which years
Start Entity:     Beyond the Time Barrier
Gold Answer:      [['1934', '2009', '1972', '1944', '1960', '1951', '1947', '1945']]
Predicted Ans:    1944
Predicted Path:   Beyond the Time Barrier --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard --[release_year]--> 1944
Path (Raw):       Beyond the Time Barrier --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> Bluebeard --[release_year]--> 1944
Neg LogProb(↓):   0.134899
Path Entropy(↓):  0.486418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the gun that won the west actors release
Start Entity:     The Gun That Won the West
Gold Answer:      [['1949', '1954', '1940', '1942', '1953', '1945', '1955', '1952']]
Predicted Ans:    1955
Predicted Path:   The Gun That Won the West --[starred_actors]--> Richard Denning --[(INV) starred_actors]--> Creature with the Atom Brain --[release_year]--> 1955
Path (Raw):       The Gun That Won the West --[starred_actors]--> Richard Denning --[(INV) starred_actors]--> Creature with the Atom Brain --[release_year]--> 1955
Neg LogProb(↓):   0.640002
Path Entropy(↓):  1.056494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by frank wolff were in which genres
Start Entity:     Frank Wolff
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Frank Wolff --[(INV) starred_actors]--> Beast from Haunted Cave --[has_genre]--> Horror
Path (Raw):       Frank Wolff --[No Operation]--> Frank Wolff --[(INV) starred_actors]--> Beast from Haunted Cave --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did frank dietz write
Start Entity:     Frank Dietz
Gold Answer:      [['Naked Souls']]
Predicted Ans:    Naked Souls
Predicted Path:   Frank Dietz --[(INV) written_by]--> Naked Souls --[written_by]--> Frank Dietz --[(INV) written_by]--> Naked Souls
Path (Raw):       Frank Dietz --[(INV) written_by]--> Naked Souls --[written_by]--> Frank Dietz --[(INV) written_by]--> Naked Souls
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in casual sex?
Start Entity:     Casual Sex?
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Romance']]
Predicted Ans:    War
Predicted Path:   Casual Sex? --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Path (Raw):       Casual Sex? --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Neg LogProb(↓):   0.925072
Path Entropy(↓):  1.303378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by seth kearsley were written by who
Start Entity:     Seth Kearsley
Gold Answer:      [['Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   Seth Kearsley --[(INV) directed_by]--> Eight Crazy Nights --[written_by]--> Adam Sandler
Path (Raw):       Seth Kearsley --[No Operation]--> Seth Kearsley --[(INV) directed_by]--> Eight Crazy Nights --[written_by]--> Adam Sandler
Neg LogProb(↓):   0.002642
Path Entropy(↓):  0.018581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does michael blieden act in
Start Entity:     Michael Blieden
Gold Answer:      [['Melvin Goes to Dinner']]
Predicted Ans:    Melvin Goes to Dinner
Predicted Path:   Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner --[starred_actors]--> Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner
Path (Raw):       Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner --[starred_actors]--> Michael Blieden --[(INV) starred_actors]--> Melvin Goes to Dinner
Neg LogProb(↓):   0.069861
Path Entropy(↓):  0.284932
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of the sheik
Start Entity:     The Sheik
Gold Answer:      [['Edith Maude Hull', 'Monte M. Katterjohn']]
Predicted Ans:    Edith Maude Hull
Predicted Path:   The Sheik --[written_by]--> Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[written_by]--> Edith Maude Hull
Path (Raw):       The Sheik --[written_by]--> Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[written_by]--> Edith Maude Hull
Neg LogProb(↓):   0.235061
Path Entropy(↓):  0.515197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was takashi ishii a writer on
Start Entity:     Takashi Ishii
Gold Answer:      [['Freeze Me']]
Predicted Ans:    Freeze Me
Predicted Path:   Takashi Ishii --[(INV) written_by]--> Freeze Me --[written_by]--> Takashi Ishii --[(INV) written_by]--> Freeze Me
Path (Raw):       Takashi Ishii --[(INV) written_by]--> Freeze Me --[written_by]--> Takashi Ishii --[(INV) written_by]--> Freeze Me
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies directed by kundan shah in
Start Entity:     Kundan Shah
Gold Answer:      [['English', 'Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Kundan Shah --[(INV) directed_by]--> Kabhi Haan Kabhi Naa --[in_language]--> Hindi
Path (Raw):       Kundan Shah --[No Operation]--> Kundan Shah --[(INV) directed_by]--> Kabhi Haan Kabhi Naa --[in_language]--> Hindi
Neg LogProb(↓):   0.215941
Path Entropy(↓):  0.492553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by carlo collodi were released in which years
Start Entity:     Carlo Collodi
Gold Answer:      [['1996', '2002', '1940']]
Predicted Ans:    1940
Predicted Path:   Carlo Collodi --[(INV) written_by]--> Pinocchio --[release_year]--> 1940
Path (Raw):       Carlo Collodi --[No Operation]--> Carlo Collodi --[(INV) written_by]--> Pinocchio --[release_year]--> 1940
Neg LogProb(↓):   0.836053
Path Entropy(↓):  1.090877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed safe
Start Entity:     Safe
Gold Answer:      [['Todd Haynes']]
Predicted Ans:    Boaz Yakin
Predicted Path:   Safe --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Death in Love --[directed_by]--> Boaz Yakin
Path (Raw):       Safe --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Death in Love --[directed_by]--> Boaz Yakin
Neg LogProb(↓):   1.001991
Path Entropy(↓):  1.404972
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies for the writer of east side, west side
Start Entity:     East Side, West Side
Gold Answer:      [['Delbert Mann', 'Fred Zinnemann', 'Tay Garnett', 'William Wyler', 'Charles Vidor', 'Roy Rowland', 'Charles Walters', 'Jules Dassin']]
Predicted Ans:    Charles Walters
Predicted Path:   East Side, West Side --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Path (Raw):       East Side, West Side --[written_by]--> Isobel Lennart --[(INV) written_by]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Neg LogProb(↓):   0.033868
Path Entropy(↓):  0.161608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of barbara laage
Start Entity:     Barbara Laage
Gold Answer:      [['Gene Kelly', 'Bobby Clark', 'Michael Redgrave']]
Predicted Ans:    Michael Redgrave
Predicted Path:   Barbara Laage --[(INV) starred_actors]--> The Happy Road --[starred_actors]--> Michael Redgrave
Path (Raw):       Barbara Laage --[No Operation]--> Barbara Laage --[(INV) starred_actors]--> The Happy Road --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   0.111751
Path Entropy(↓):  0.338034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by steven siegel released
Start Entity:     Steven Siegel
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Steven Siegel --[(INV) written_by]--> K-9 --[release_year]--> 1989
Path (Raw):       Steven Siegel --[No Operation]--> Steven Siegel --[(INV) written_by]--> K-9 --[release_year]--> 1989
Neg LogProb(↓):   0.000671
Path Entropy(↓):  0.005570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of undisputed
Start Entity:     Undisputed
Gold Answer:      [['Murder at 1600', 'Game of Death', 'Blade II', 'The Fan', 'Unstoppable', "White Men Can't Jump", 'Gallowwalkers', 'The Contractor', 'One Night Stand', 'Futuresport', 'The Marksman', 'The Art of War', 'Drop Zone', 'Soldiers of Fortune', 'Body Count', 'Saving God', '7 Seconds', 'Striptease', 'Sugar Hill', 'Death Race 2', 'Bringing Out the Dead', 'Demolition Man', 'Patty Hearst', 'New Jack City', 'Passenger 57', 'Hard Luck', "Brooklyn's Finest", 'The River Murders', 'Blade', 'Boiling Point', 'Rosewood', "Mo' Better Blues", 'Echelon Conspiracy', 'Chaos', 'Rising Sun', 'Dawn of the Dead', 'Shooting Gallery', 'Jungle Fever', 'Money Train', 'The Detonator', 'Zombie Apocalypse', 'Piranha 3D', 'U.S. Marshals']]
Predicted Ans:    Chaos
Predicted Path:   Undisputed --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Path (Raw):       Undisputed --[starred_actors]--> Wesley Snipes --[No Operation]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Neg LogProb(↓):   1.127203
Path Entropy(↓):  1.580878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of sunflower
Start Entity:     Sunflower
Gold Answer:      [['The Last Emperor', 'Wedlock', 'The Home Song Stories', 'Golden Gate', 'The Sun Also Rises', 'The Hunted', 'On Deadly Ground', 'Temptation of a Monk']]
Predicted Ans:    The Hunted
Predicted Path:   Sunflower --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> The Hunted
Path (Raw):       Sunflower --[starred_actors]--> Joan Chen --[No Operation]--> Joan Chen --[(INV) starred_actors]--> The Hunted
Neg LogProb(↓):   0.821238
Path Entropy(↓):  1.366848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of i wanna hold your hand
Start Entity:     I Wanna Hold Your Hand
Gold Answer:      [['William Sadler', 'Lea Thompson', 'Frank McRae', 'Tim Curry', 'Eddie Deezen', 'Nona Gaye', 'Bill Paxton', 'Richard E. Grant', 'Nicolas Cage', 'Kurt Russell', 'Jack Warden', 'Jim Carrey', 'Ned Beatty', 'Ice Cube', 'Nicole Kidman', 'Christopher Lloyd', 'Thomas F. Wilson', 'Whoopi Goldberg', 'Patrick Stewart', 'Michael York', 'Dan Aykroyd', 'John Belushi', 'Mary Steenburgen', 'George C. Scott', 'Michael J. Fox', 'Crispin Glover', 'Reginald Owen', 'Tom Hanks', 'Gerrit Graham']]
Predicted Ans:    Lea Thompson
Predicted Path:   I Wanna Hold Your Hand --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future Part II --[starred_actors]--> Lea Thompson
Path (Raw):       I Wanna Hold Your Hand --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future Part II --[starred_actors]--> Lea Thompson
Neg LogProb(↓):   0.408746
Path Entropy(↓):  0.968912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by terry zwigoff starred who
Start Entity:     Terry Zwigoff
Gold Answer:      [['John Malkovich', 'Billy Bob Thornton', 'Sophia Myles', 'Jim Broadbent', 'Max Minghella', 'Lauren Graham', 'Tony Cox', 'Brett Kelly']]
Predicted Ans:    John Malkovich
Predicted Path:   Terry Zwigoff --[(INV) directed_by]--> Art School Confidential --[starred_actors]--> John Malkovich
Path (Raw):       Terry Zwigoff --[No Operation]--> Terry Zwigoff --[(INV) directed_by]--> Art School Confidential --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.070941
Path Entropy(↓):  0.297834
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by rajkumar hirani
Start Entity:     Rajkumar Hirani
Gold Answer:      [['Aamir Khan', 'Sanjay Dutt', 'Boman Irani', 'Anushka Sharma', 'Kareena Kapoor', 'Sharman Joshi', 'Madhavan']]
Predicted Ans:    Kareena Kapoor
Predicted Path:   Rajkumar Hirani --[(INV) written_by]--> 3 Idiots --[starred_actors]--> Kareena Kapoor
Path (Raw):       Rajkumar Hirani --[No Operation]--> Rajkumar Hirani --[(INV) written_by]--> 3 Idiots --[starred_actors]--> Kareena Kapoor
Neg LogProb(↓):   0.393686
Path Entropy(↓):  0.692033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie red rock west were released in which years
Start Entity:     Red Rock West
Gold Answer:      [['1998', '2001', '2005', '1989', '1996', '1994', '2007']]
Predicted Ans:    2001
Predicted Path:   Red Rock West --[directed_by]--> John Dahl --[(INV) directed_by]--> Joy Ride --[release_year]--> 2001
Path (Raw):       Red Rock West --[directed_by]--> John Dahl --[(INV) directed_by]--> Joy Ride --[release_year]--> 2001
Neg LogProb(↓):   1.027269
Path Entropy(↓):  1.597996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by paolo cavara were directed by who
Start Entity:     Paolo Cavara
Gold Answer:      [['Franco Prosperi', 'Gualtiero Jacopetti']]
Predicted Ans:    Paolo Cavara
Predicted Path:   Paolo Cavara --[(INV) directed_by]--> Plot of Fear --[written_by]--> Paolo Cavara
Path (Raw):       Paolo Cavara --[No Operation]--> Paolo Cavara --[(INV) directed_by]--> Plot of Fear --[written_by]--> Paolo Cavara
Neg LogProb(↓):   0.005539
Path Entropy(↓):  0.036401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by rob the mob actors
Start Entity:     Rob the Mob
Gold Answer:      [['Gus Van Sant', 'Donald Petrie', 'François Girard', 'Michael Haneke', 'Carlos Saldanha', 'Chris Wedge', 'Barbet Schroeder', 'Tom DiCillo']]
Predicted Ans:    Michael Haneke
Predicted Path:   Rob the Mob --[starred_actors]--> Michael Pitt --[(INV) starred_actors]--> Funny Games --[directed_by]--> Michael Haneke
Path (Raw):       Rob the Mob --[starred_actors]--> Michael Pitt --[(INV) starred_actors]--> Funny Games --[directed_by]--> Michael Haneke
Neg LogProb(↓):   0.970298
Path Entropy(↓):  1.314313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by berlin express actors
Start Entity:     Berlin Express
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Berlin Express --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Path (Raw):       Berlin Express --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> Berlin Express --[in_language]--> German
Neg LogProb(↓):   0.045864
Path Entropy(↓):  0.237706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did casper van dien act in
Start Entity:     Casper Van Dien
Gold Answer:      [['Shark Attack', 'The Omega Code', "Aces 'N' Eights", 'Python', 'Tarzan and the Lost City']]
Predicted Ans:    Aces 'N' Eights
Predicted Path:   Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights --[starred_actors]--> Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights
Path (Raw):       Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights --[starred_actors]--> Casper Van Dien --[(INV) starred_actors]--> Aces 'N' Eights
Neg LogProb(↓):   0.263611
Path Entropy(↓):  0.542015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in mithun chakraborty starred movies
Start Entity:     Mithun Chakraborty
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Mithun Chakraborty --[(INV) starred_actors]--> Chandni Chowk to China --[in_language]--> Hindi
Path (Raw):       Mithun Chakraborty --[No Operation]--> Mithun Chakraborty --[(INV) starred_actors]--> Chandni Chowk to China --[in_language]--> Hindi
Neg LogProb(↓):   0.058466
Path Entropy(↓):  0.218147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by edmond o'brien
Start Entity:     Edmond O'Brien
Gold Answer:      [['Russian', 'Spanish']]
Predicted Ans:    Russian
Predicted Path:   Edmond O'Brien --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Path (Raw):       Edmond O'Brien --[No Operation]--> Edmond O'Brien --[(INV) starred_actors]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.058057
Path Entropy(↓):  0.237445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by brad bird
Start Entity:     Brad Bird
Gold Answer:      [['Jan Pinkava']]
Predicted Ans:    Brad Bird
Predicted Path:   Brad Bird --[(INV) directed_by]--> The Iron Giant --[directed_by]--> Brad Bird
Path (Raw):       Brad Bird --[No Operation]--> Brad Bird --[(INV) directed_by]--> The Iron Giant --[directed_by]--> Brad Bird
Neg LogProb(↓):   0.769778
Path Entropy(↓):  1.455249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie paradise canyon
Start Entity:     Paradise Canyon
Gold Answer:      [['1970', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '1957', '1951', '2010', '2004', '1973', '1953', '1947', '1932', '1956', '1943', '1976', '1948', '1972', '1971', '1989', '1942', '1940', '1961', '1955', '1962', '1934', '1949', '1975', '1966', '1950', '1960', '1965', '1945', '1937', '1969', '1952', '1930']]
Predicted Ans:    1935
Predicted Path:   Paradise Canyon --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Texas Terror --[release_year]--> 1935
Path (Raw):       Paradise Canyon --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Texas Terror --[release_year]--> 1935
Neg LogProb(↓):   2.015881
Path Entropy(↓):  3.151927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of justin huntly mccarthy written films
Start Entity:     Justin Huntly McCarthy
Gold Answer:      [['Frank Lloyd']]
Predicted Ans:    Frank Lloyd
Predicted Path:   Justin Huntly McCarthy --[(INV) written_by]--> If I Were King --[directed_by]--> Frank Lloyd
Path (Raw):       Justin Huntly McCarthy --[No Operation]--> Justin Huntly McCarthy --[(INV) written_by]--> If I Were King --[directed_by]--> Frank Lloyd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film phantom of the rue morgue
Start Entity:     Phantom of the Rue Morgue
Gold Answer:      [['Jack McGowan', 'Harry W. Conn', 'Booth Tarkington', 'Sid Silvers', 'Oscar Hammerstein II', 'John D. Klorer', 'Dashiell Hammett', 'George S. Kaufman', 'Rosalind Keating Shaffer', 'John Huston', 'Brown Holmes', 'Maude Fulton', 'Roland Kibbee', 'Moss Hart', 'Devery Freeman']]
Predicted Ans:    Sergio Martino
Predicted Path:   Phantom of the Rue Morgue --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino
Path (Raw):       Phantom of the Rue Morgue --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino
Neg LogProb(↓):   0.805155
Path Entropy(↓):  1.942536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films written by roland west
Start Entity:     Roland West
Gold Answer:      [['1959', '1929', '1925', '1994', '1926']]
Predicted Ans:    1925
Predicted Path:   Roland West --[(INV) written_by]--> The Monster --[release_year]--> 1925
Path (Raw):       Roland West --[No Operation]--> Roland West --[(INV) written_by]--> The Monster --[release_year]--> 1925
Neg LogProb(↓):   0.085846
Path Entropy(↓):  0.360105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of the appaloosa
Start Entity:     The Appaloosa
Gold Answer:      [['Sidney J. Furie']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   The Appaloosa --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> The Ipcress File --[directed_by]--> Sidney J. Furie
Path (Raw):       The Appaloosa --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> The Ipcress File --[directed_by]--> Sidney J. Furie
Neg LogProb(↓):   0.686541
Path Entropy(↓):  0.790925
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the atomic submarine
Start Entity:     The Atomic Submarine
Gold Answer:      [['Drama', 'Horror', 'Western', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   The Atomic Submarine --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> Invaders from Mars --[has_genre]--> Horror
Path (Raw):       The Atomic Submarine --[starred_actors]--> Arthur Franz --[(INV) starred_actors]--> Invaders from Mars --[has_genre]--> Horror
Neg LogProb(↓):   0.716100
Path Entropy(↓):  0.818122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was terrence mcnally a writer on
Start Entity:     Terrence McNally
Gold Answer:      [['Frankie and Johnny', 'Love! Valour! Compassion!', 'The Ritz']]
Predicted Ans:    The Ritz
Predicted Path:   Terrence McNally --[(INV) written_by]--> The Ritz --[written_by]--> Terrence McNally --[(INV) written_by]--> The Ritz
Path (Raw):       Terrence McNally --[(INV) written_by]--> The Ritz --[written_by]--> Terrence McNally --[(INV) written_by]--> The Ritz
Neg LogProb(↓):   0.188240
Path Entropy(↓):  0.635960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was richard stratton the writer of
Start Entity:     Richard Stratton
Gold Answer:      [['Whiteboyz']]
Predicted Ans:    Whiteboyz
Predicted Path:   Richard Stratton --[(INV) written_by]--> Whiteboyz --[written_by]--> Richard Stratton --[(INV) written_by]--> Whiteboyz
Path (Raw):       Richard Stratton --[(INV) written_by]--> Whiteboyz --[written_by]--> Richard Stratton --[(INV) written_by]--> Whiteboyz
Neg LogProb(↓):   0.504587
Path Entropy(↓):  0.845411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film a bell for adano
Start Entity:     A Bell for Adano
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   A Bell for Adano --[release_year]--> 1945 --[(INV) release_year]--> Cornered --[release_year]--> 1945
Path (Raw):       A Bell for Adano --[release_year]--> 1945 --[(INV) release_year]--> Cornered --[release_year]--> 1945
Neg LogProb(↓):   2.893023
Path Entropy(↓):  3.982026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by lee davis released
Start Entity:     Lee Davis
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Lee Davis --[(INV) written_by]--> 3 A.M. --[release_year]--> 2001
Path (Raw):       Lee Davis --[No Operation]--> Lee Davis --[(INV) written_by]--> 3 A.M. --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie hell ride in a few words
Start Entity:     Hell Ride
Gold Answer:      [['quentin tarantino', 'vinnie jones', 'dennis hopper']]
Predicted Ans:    vinnie jones
Predicted Path:   Hell Ride --[has_tags]--> vinnie jones --[(INV) has_tags]--> Redirected --[has_tags]--> vinnie jones
Path (Raw):       Hell Ride --[has_tags]--> vinnie jones --[(INV) has_tags]--> Redirected --[has_tags]--> vinnie jones
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by naomi foner release
Start Entity:     Naomi Foner
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Naomi Foner --[(INV) directed_by]--> Very Good Girls --[release_year]--> 2013
Path (Raw):       Naomi Foner --[No Operation]--> Naomi Foner --[(INV) directed_by]--> Very Good Girls --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of skip hollandsworth
Start Entity:     Skip Hollandsworth
Gold Answer:      [['Albert Dupontel', 'Richard Linklater']]
Predicted Ans:    Richard Linklater
Predicted Path:   Skip Hollandsworth --[(INV) written_by]--> Bernie --[written_by]--> Richard Linklater
Path (Raw):       Skip Hollandsworth --[No Operation]--> Skip Hollandsworth --[(INV) written_by]--> Bernie --[written_by]--> Richard Linklater
Neg LogProb(↓):   0.002214
Path Entropy(↓):  0.017874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the perez family
Start Entity:     The Perez Family
Gold Answer:      [['Material Girls', 'The Crossing Guard', 'The Little Traitor', 'Yonkers Joe', 'Poolhall Junkies', 'Gardens of Stone', 'The Wrestler', 'Prick Up Your Ears', 'A Bronx Tale', 'Only You', 'Danika', 'Faithful', 'Inescapable', 'Agnes Browne', 'The Paper', 'The Lodger', 'Blood Work', 'Jade', 'Slums of Beverly Hills', 'Innocent Blood', 'Captain EO', 'The Dead', "Before the Devil Knows You're Dead", 'Unhook the Stars', "The Sorcerer's Apprentice", 'The Life Aquatic with Steve Zissou', 'Species', 'Parental Guidance', 'Untamed Heart', 'The Grifters', 'The Forger', 'Addams Family Values', 'The Guru', 'The Dukes', 'My Cousin Vinny', 'The Royal Tenenbaums', 'Happy Accidents', 'Not Without My Daughter', 'Diabolique', 'Abduction', 'Anna Karenina', 'The Witches', 'The Rewrite', 'The Lincoln Lawyer', 'Dudley Do-Right', 'Mulholland Falls', 'Frida', 'Cyrus', 'Iron Jawed Angels', 'The Watcher', 'In the Bedroom', 'The Ice Pirates']]
Predicted Ans:    A Bronx Tale
Predicted Path:   The Perez Family --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale
Path (Raw):       The Perez Family --[starred_actors]--> Chazz Palminteri --[No Operation]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale
Neg LogProb(↓):   0.138232
Path Entropy(↓):  0.478889
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film rabid
Start Entity:     Rabid
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Rabid --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Path (Raw):       Rabid --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Neg LogProb(↓):   2.344207
Path Entropy(↓):  3.771249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film don't bother to knock was written by who
Start Entity:     Don't Bother to Knock
Gold Answer:      [['Charlotte Armstrong', 'Daniel Taradash']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Don't Bother to Knock --[written_by]--> Charlotte Armstrong --[(INV) written_by]--> The Breach --[written_by]--> Claude Chabrol
Path (Raw):       Don't Bother to Knock --[written_by]--> Charlotte Armstrong --[(INV) written_by]--> The Breach --[written_by]--> Claude Chabrol
Neg LogProb(↓):   0.442425
Path Entropy(↓):  1.135035
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by charlie day
Start Entity:     Charlie Day
Gold Answer:      [['Seth Gordon']]
Predicted Ans:    Seth Gordon
Predicted Path:   Charlie Day --[(INV) starred_actors]--> Horrible Bosses --[directed_by]--> Seth Gordon
Path (Raw):       Charlie Day --[No Operation]--> Charlie Day --[(INV) starred_actors]--> Horrible Bosses --[directed_by]--> Seth Gordon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of ponyo starred who
Start Entity:     Ponyo
Gold Answer:      [['Chika Sakamoto', 'Noriko Hidaka', 'Hitoshi Takagi', 'Kappei Yamaguchi', 'Rei Sakuma', 'Minami Takayama', 'Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi', 'Sumi Shimamoto']]
Predicted Ans:    Sumi Shimamoto
Predicted Path:   Ponyo --[directed_by]--> Hayao Miyazaki --[(INV) directed_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Path (Raw):       Ponyo --[directed_by]--> Hayao Miyazaki --[(INV) directed_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Neg LogProb(↓):   0.191968
Path Entropy(↓):  0.521703
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by john mortimer were released in which years
Start Entity:     John Mortimer
Gold Answer:      [['2000', '1999']]
Predicted Ans:    2000
Predicted Path:   John Mortimer --[(INV) written_by]--> Don Quixote --[release_year]--> 2000
Path (Raw):       John Mortimer --[No Operation]--> John Mortimer --[(INV) written_by]--> Don Quixote --[release_year]--> 2000
Neg LogProb(↓):   0.149638
Path Entropy(↓):  0.403109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of madame bovary
Start Entity:     Madame Bovary
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Madame Bovary --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Path (Raw):       Madame Bovary --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.356408
Path Entropy(↓):  0.958517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did andrew kevin walker write
Start Entity:     Andrew Kevin Walker
Gold Answer:      [['The Wolfman', 'Sleepy Hollow']]
Predicted Ans:    Sleepy Hollow
Predicted Path:   Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow --[written_by]--> Kevin Yagher --[(INV) written_by]--> Sleepy Hollow
Path (Raw):       Andrew Kevin Walker --[(INV) written_by]--> Sleepy Hollow --[written_by]--> Kevin Yagher --[(INV) written_by]--> Sleepy Hollow
Neg LogProb(↓):   0.089811
Path Entropy(↓):  0.359004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote memories of me
Start Entity:     Memories of Me
Gold Answer:      [['2001', '1998', '1992', '1995']]
Predicted Ans:    2001
Predicted Path:   Memories of Me --[written_by]--> Billy Crystal --[(INV) written_by]--> America's Sweethearts --[release_year]--> 2001
Path (Raw):       Memories of Me --[written_by]--> Billy Crystal --[(INV) written_by]--> America's Sweethearts --[release_year]--> 2001
Neg LogProb(↓):   0.915363
Path Entropy(↓):  1.264649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with severin eskeland
Start Entity:     Severin Eskeland
Gold Answer:      [['Edgar G. Ulmer']]
Predicted Ans:    Edgar G. Ulmer
Predicted Path:   Severin Eskeland --[(INV) directed_by]--> Detour --[directed_by]--> Edgar G. Ulmer
Path (Raw):       Severin Eskeland --[No Operation]--> Severin Eskeland --[(INV) directed_by]--> Detour --[directed_by]--> Edgar G. Ulmer
Neg LogProb(↓):   0.001295
Path Entropy(↓):  0.009903
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of hellzapoppin'also starred in which movies
Start Entity:     Hellzapoppin'
Gold Answer:      [["Billy Rose's Jumbo", 'Double or Nothing']]
Predicted Ans:    Double or Nothing
Predicted Path:   Hellzapoppin' --[starred_actors]--> Martha Raye --[(INV) starred_actors]--> Double or Nothing
Path (Raw):       Hellzapoppin' --[starred_actors]--> Martha Raye --[No Operation]--> Martha Raye --[(INV) starred_actors]--> Double or Nothing
Neg LogProb(↓):   0.094498
Path Entropy(↓):  0.320011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of speaking of sex
Start Entity:     Speaking of Sex
Gold Answer:      [['Mad Dog and Glory', 'The Borrower', 'Wild Things', 'Normal Life', 'Girls in Prison']]
Predicted Ans:    Speaking of Sex
Predicted Path:   Speaking of Sex --[directed_by]--> John McNaughton --[(INV) directed_by]--> Speaking of Sex
Path (Raw):       Speaking of Sex --[No Operation]--> Speaking of Sex --[directed_by]--> John McNaughton --[(INV) directed_by]--> Speaking of Sex
Neg LogProb(↓):   0.027555
Path Entropy(↓):  0.151218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the movies acted by richard belzer
Start Entity:     Richard Belzer
Gold Answer:      [['Ken Shapiro']]
Predicted Ans:    Ken Shapiro
Predicted Path:   Richard Belzer --[(INV) starred_actors]--> The Groove Tube --[written_by]--> Ken Shapiro
Path (Raw):       Richard Belzer --[No Operation]--> Richard Belzer --[(INV) starred_actors]--> The Groove Tube --[written_by]--> Ken Shapiro
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film torch song were released in which years
Start Entity:     Torch Song
Gold Answer:      [['1970', '1946', '1954', '2008', '1936', '1935', '1941', '1963', '1939', '1933', '1957', '1947', '2014', '1956', '1931', '1943', '1995', '1942', '1940', '1938', '1937', '1926', '1955', '1962', '1934', '2000', '1964', '1949', '1950', '1952', '1929', '1965', '1927', '1999', '1945', '1987', '1928', '1930']]
Predicted Ans:    2008
Predicted Path:   Torch Song --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[release_year]--> 2008
Path (Raw):       Torch Song --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> The Women --[release_year]--> 2008
Neg LogProb(↓):   2.068507
Path Entropy(↓):  3.080157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was grindhouse released
Start Entity:     Grindhouse
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Grindhouse --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Grindhouse --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.360017
Path Entropy(↓):  4.224513
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of even angels eat beans starred who
Start Entity:     Even Angels Eat Beans
Gold Answer:      [['Bud Spencer', 'Terence Hill']]
Predicted Ans:    Terence Hill
Predicted Path:   Even Angels Eat Beans --[directed_by]--> Enzo Barboni --[(INV) directed_by]--> Man of the East --[starred_actors]--> Terence Hill
Path (Raw):       Even Angels Eat Beans --[directed_by]--> Enzo Barboni --[(INV) directed_by]--> Man of the East --[starred_actors]--> Terence Hill
Neg LogProb(↓):   0.037083
Path Entropy(↓):  0.158931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was wake wood written by
Start Entity:     Wake Wood
Gold Answer:      [['David Keating']]
Predicted Ans:    David Keating
Predicted Path:   Wake Wood --[written_by]--> David Keating --[(INV) written_by]--> Wake Wood --[written_by]--> David Keating
Path (Raw):       Wake Wood --[written_by]--> David Keating --[(INV) written_by]--> Wake Wood --[written_by]--> David Keating
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is transformers
Start Entity:     Transformers
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Transformers --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Transformers --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   0.826765
Path Entropy(↓):  2.057079
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is hard luck
Start Entity:     Hard Luck
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Hard Luck --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Hard Luck --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.720077
Path Entropy(↓):  2.866679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film stiff upper lips
Start Entity:     Stiff Upper Lips
Gold Answer:      [['Steve Cohen']]
Predicted Ans:    Steve Cohen
Predicted Path:   Stiff Upper Lips --[directed_by]--> Gary Sinyor --[(INV) directed_by]--> The Bachelor --[written_by]--> Steve Cohen
Path (Raw):       Stiff Upper Lips --[directed_by]--> Gary Sinyor --[(INV) directed_by]--> The Bachelor --[written_by]--> Steve Cohen
Neg LogProb(↓):   0.012633
Path Entropy(↓):  0.067919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by senta berger were released in which years
Start Entity:     Senta Berger
Gold Answer:      [['1995', '1966', '1973', '1926', '1967']]
Predicted Ans:    1973
Predicted Path:   Senta Berger --[(INV) starred_actors]--> The Scarlet Letter --[release_year]--> 1973
Path (Raw):       Senta Berger --[No Operation]--> Senta Berger --[(INV) starred_actors]--> The Scarlet Letter --[release_year]--> 1973
Neg LogProb(↓):   0.877105
Path Entropy(↓):  1.387520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by jim field smith were in which genres
Start Entity:     Jim Field Smith
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jim Field Smith --[(INV) directed_by]--> Butter --[has_genre]--> Comedy
Path (Raw):       Jim Field Smith --[No Operation]--> Jim Field Smith --[(INV) directed_by]--> Butter --[has_genre]--> Comedy
Neg LogProb(↓):   0.200313
Path Entropy(↓):  0.473698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the pool starred which actors
Start Entity:     The Pool
Gold Answer:      [['Nana Patekar', 'Ayesha Mohan', 'Jhangir Badshah', 'Venkatesh Chavan']]
Predicted Ans:    Ayesha Mohan
Predicted Path:   The Pool --[starred_actors]--> Ayesha Mohan --[(INV) starred_actors]--> The Pool --[starred_actors]--> Ayesha Mohan
Path (Raw):       The Pool --[starred_actors]--> Ayesha Mohan --[(INV) starred_actors]--> The Pool --[starred_actors]--> Ayesha Mohan
Neg LogProb(↓):   0.922411
Path Entropy(↓):  1.843868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by jason momoa released
Start Entity:     Jason Momoa
Gold Answer:      [['1982', '2011']]
Predicted Ans:    1982
Predicted Path:   Jason Momoa --[(INV) starred_actors]--> Conan the Barbarian --[release_year]--> 1982
Path (Raw):       Jason Momoa --[No Operation]--> Jason Momoa --[(INV) starred_actors]--> Conan the Barbarian --[release_year]--> 1982
Neg LogProb(↓):   0.348272
Path Entropy(↓):  0.606942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie amistad were in which genres
Start Entity:     Amistad
Gold Answer:      [['Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Amistad --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[has_genre]--> Drama
Path (Raw):       Amistad --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.174720
Path Entropy(↓):  0.671280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film good morning, vietnam
Start Entity:     Good Morning, Vietnam
Gold Answer:      [['1980', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2004', '1982', '2014', '1994', '1983', '1995', '1990', '1989', '1996', '2002', '2013', '1997', '2005', '1991', '1999', '1986']]
Predicted Ans:    2000
Predicted Path:   Good Morning, Vietnam --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Path (Raw):       Good Morning, Vietnam --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Neg LogProb(↓):   1.364035
Path Entropy(↓):  2.700862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the language spoken in chalet girl
Start Entity:     Chalet Girl
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Chalet Girl --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Chalet Girl --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   1.397844
Path Entropy(↓):  2.238443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by william d. wittliff
Start Entity:     William D. Wittliff
Gold Answer:      [['Teri Garr', 'Mickey Rooney', 'Kelly Reno', 'Sam Shepard', 'Sissy Spacek', 'Eric Roberts', 'Jessica Lange']]
Predicted Ans:    Teri Garr
Predicted Path:   William D. Wittliff --[(INV) written_by]--> The Black Stallion --[starred_actors]--> Teri Garr
Path (Raw):       William D. Wittliff --[No Operation]--> William D. Wittliff --[(INV) written_by]--> The Black Stallion --[starred_actors]--> Teri Garr
Neg LogProb(↓):   0.050737
Path Entropy(↓):  0.226115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by bitter rice actors
Start Entity:     Bitter Rice
Gold Answer:      [['Burt Reynolds', 'Martin Brest', 'Roger Young', 'Mario Monicelli', 'Robert Altman', 'Luchino Visconti', 'Alf Sjöberg', 'King Vidor', 'Valerio Zurlini', 'Luc Besson', 'Joseph Strick', 'Richard Fleischer', 'Pier Paolo Pasolini', 'Dino Risi', 'Mario Camerini', 'Ettore Scola', 'Jules Dassin']]
Predicted Ans:    Luc Besson
Predicted Path:   Bitter Rice --[starred_actors]--> Vittorio Gassman --[(INV) starred_actors]--> The Family --[directed_by]--> Luc Besson
Path (Raw):       Bitter Rice --[starred_actors]--> Vittorio Gassman --[(INV) starred_actors]--> The Family --[directed_by]--> Luc Besson
Neg LogProb(↓):   1.282530
Path Entropy(↓):  1.482383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film jud suß
Start Entity:     Jud Süß
Gold Answer:      [['Veit Harlan']]
Predicted Ans:    Veit Harlan
Predicted Path:   Jud Süß --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[written_by]--> Veit Harlan
Path (Raw):       Jud Süß --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[written_by]--> Veit Harlan
Neg LogProb(↓):   0.298767
Path Entropy(↓):  0.776448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of holy motors
Start Entity:     Holy Motors
Gold Answer:      [['Mister Lonely', 'Boy Meets Girl']]
Predicted Ans:    Boy Meets Girl
Predicted Path:   Holy Motors --[starred_actors]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl
Path (Raw):       Holy Motors --[starred_actors]--> Denis Lavant --[No Operation]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl
Neg LogProb(↓):   0.000153
Path Entropy(↓):  0.001602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the palermo shooting director
Start Entity:     Palermo Shooting
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   Palermo Shooting --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       Palermo Shooting --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.234559
Path Entropy(↓):  0.752875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Top dog, when was it released
Start Entity:     Top Dog
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Top Dog --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Top Dog --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   3.266087
Path Entropy(↓):  4.625862
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of involuntary
Start Entity:     Involuntary
Gold Answer:      [['2011', '2014']]
Predicted Ans:    2014
Predicted Path:   Involuntary --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Force Majeure --[release_year]--> 2014
Path (Raw):       Involuntary --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Force Majeure --[release_year]--> 2014
Neg LogProb(↓):   0.488376
Path Entropy(↓):  0.780024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film west of zanzibar were released in which years
Start Entity:     West of Zanzibar
Gold Answer:      [['1946', '2008', '1936', '1920', '1935', '1941', '1939', '1933', '1994', '1931', '1948', '1942', '1938', '1926', '2002', '1934', '1924', '1949', '1925', '1929', '1927', '1945', '1937', '1928', '1930']]
Predicted Ans:    1925
Predicted Path:   West of Zanzibar --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[release_year]--> 1925
Path (Raw):       West of Zanzibar --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[release_year]--> 1925
Neg LogProb(↓):   0.100556
Path Entropy(↓):  0.509090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by marcelo birmajer
Start Entity:     Marcelo Birmajer
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Marcelo Birmajer --[(INV) written_by]--> Lost Embrace --[in_language]--> Spanish
Path (Raw):       Marcelo Birmajer --[No Operation]--> Marcelo Birmajer --[(INV) written_by]--> Lost Embrace --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was poltergeist iii written by
Start Entity:     Poltergeist III
Gold Answer:      [['Gary Sherman']]
Predicted Ans:    Gary Sherman
Predicted Path:   Poltergeist III --[written_by]--> Gary Sherman --[(INV) written_by]--> Poltergeist III --[written_by]--> Gary Sherman
Path (Raw):       Poltergeist III --[written_by]--> Gary Sherman --[(INV) written_by]--> Poltergeist III --[written_by]--> Gary Sherman
Neg LogProb(↓):   0.000742
Path Entropy(↓):  0.006085
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by donald curtis
Start Entity:     Donald Curtis
Gold Answer:      [['Robert Gordon']]
Predicted Ans:    Robert Gordon
Predicted Path:   Donald Curtis --[(INV) starred_actors]--> It Came from Beneath the Sea --[directed_by]--> Robert Gordon
Path (Raw):       Donald Curtis --[No Operation]--> Donald Curtis --[(INV) starred_actors]--> It Came from Beneath the Sea --[directed_by]--> Robert Gordon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with amanda pays
Start Entity:     Amanda Pays
Gold Answer:      [['Rob Lowe', 'Ally Sheedy']]
Predicted Ans:    Ally Sheedy
Predicted Path:   Amanda Pays --[(INV) starred_actors]--> Oxford Blues --[starred_actors]--> Ally Sheedy
Path (Raw):       Amanda Pays --[No Operation]--> Amanda Pays --[(INV) starred_actors]--> Oxford Blues --[starred_actors]--> Ally Sheedy
Neg LogProb(↓):   0.000309
Path Entropy(↓):  0.002823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the dirties
Start Entity:     The Dirties
Gold Answer:      [['Tracers', 'Torque']]
Predicted Ans:    The Dirties
Predicted Path:   The Dirties --[written_by]--> Matt Johnson --[(INV) written_by]--> The Dirties
Path (Raw):       The Dirties --[written_by]--> Matt Johnson --[(INV) written_by]--> The Dirties --[No Operation]--> The Dirties
Neg LogProb(↓):   0.137974
Path Entropy(↓):  0.511362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by danielle cormack were written by who
Start Entity:     Danielle Cormack
Gold Answer:      [['Harry Sinclair']]
Predicted Ans:    Harry Sinclair
Predicted Path:   Danielle Cormack --[(INV) starred_actors]--> The Price of Milk --[written_by]--> Harry Sinclair
Path (Raw):       Danielle Cormack --[No Operation]--> Danielle Cormack --[(INV) starred_actors]--> The Price of Milk --[written_by]--> Harry Sinclair
Neg LogProb(↓):   0.001002
Path Entropy(↓):  0.008070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by natthaweeranuch thongmee
Start Entity:     Natthaweeranuch Thongmee
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   Natthaweeranuch Thongmee --[(INV) starred_actors]--> Shutter --[in_language]--> Thai
Path (Raw):       Natthaweeranuch Thongmee --[No Operation]--> Natthaweeranuch Thongmee --[(INV) starred_actors]--> Shutter --[in_language]--> Thai
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by gregory hoblit were in which genres
Start Entity:     Gregory Hoblit
Gold Answer:      [['War', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Gregory Hoblit --[(INV) directed_by]--> Hart's War --[has_genre]--> War
Path (Raw):       Gregory Hoblit --[No Operation]--> Gregory Hoblit --[(INV) directed_by]--> Hart's War --[has_genre]--> War
Neg LogProb(↓):   0.394327
Path Entropy(↓):  0.979192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in shadow conspiracy
Start Entity:     Shadow Conspiracy
Gold Answer:      [['Linda Hamilton', 'Charlie Sheen', 'Donald Sutherland']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Shadow Conspiracy --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       Shadow Conspiracy --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.333967
Path Entropy(↓):  0.977281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is this film is not yet rated
Start Entity:     This Film Is Not Yet Rated
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   This Film Is Not Yet Rated --[has_genre]--> Documentary --[(INV) has_genre]--> Room 666 --[has_genre]--> Documentary
Path (Raw):       This Film Is Not Yet Rated --[has_genre]--> Documentary --[(INV) has_genre]--> Room 666 --[has_genre]--> Documentary
Neg LogProb(↓):   2.878845
Path Entropy(↓):  4.000465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in twin falls idaho
Start Entity:     Twin Falls Idaho
Gold Answer:      [['Mark Polish']]
Predicted Ans:    Mark Polish
Predicted Path:   Twin Falls Idaho --[starred_actors]--> Mark Polish --[(INV) starred_actors]--> Twin Falls Idaho --[written_by]--> Mark Polish
Path (Raw):       Twin Falls Idaho --[starred_actors]--> Mark Polish --[(INV) starred_actors]--> Twin Falls Idaho --[written_by]--> Mark Polish
Neg LogProb(↓):   0.002755
Path Entropy(↓):  0.022027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by robert pirosh were in which languages
Start Entity:     Robert Pirosh
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Robert Pirosh --[(INV) directed_by]--> Go for Broke! --[in_language]--> Japanese
Path (Raw):       Robert Pirosh --[No Operation]--> Robert Pirosh --[(INV) directed_by]--> Go for Broke! --[in_language]--> Japanese
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by j. michael straczynski
Start Entity:     J. Michael Straczynski
Gold Answer:      [['2008', '2009', '2013']]
Predicted Ans:    2013
Predicted Path:   J. Michael Straczynski --[(INV) written_by]--> World War Z --[release_year]--> 2013
Path (Raw):       J. Michael Straczynski --[No Operation]--> J. Michael Straczynski --[(INV) written_by]--> World War Z --[release_year]--> 2013
Neg LogProb(↓):   0.059021
Path Entropy(↓):  0.259064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what the umbrellas of cherbourg is about
Start Entity:     The Umbrellas of Cherbourg
Gold Answer:      [['catherine deneuve', 'french', 'jacques demy', 'bd-r', 'musical']]
Predicted Ans:    jacques demy
Predicted Path:   The Umbrellas of Cherbourg --[has_tags]--> jacques demy --[(INV) has_tags]--> The Umbrellas of Cherbourg --[has_tags]--> jacques demy
Path (Raw):       The Umbrellas of Cherbourg --[has_tags]--> jacques demy --[(INV) has_tags]--> The Umbrellas of Cherbourg --[has_tags]--> jacques demy
Neg LogProb(↓):   0.014996
Path Entropy(↓):  0.085845
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie the pornographer were in which languages
Start Entity:     The Pornographer
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Pornographer --[written_by]--> Bertrand Bonello --[(INV) written_by]--> Saint Laurent --[in_language]--> French
Path (Raw):       The Pornographer --[written_by]--> Bertrand Bonello --[(INV) written_by]--> Saint Laurent --[in_language]--> French
Neg LogProb(↓):   0.088725
Path Entropy(↓):  0.349559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor eddy chandler starred together with who
Start Entity:     Eddy Chandler
Gold Answer:      [['Paul Fix', 'John Wayne', 'Mary Kornman']]
Predicted Ans:    John Wayne
Predicted Path:   Eddy Chandler --[(INV) starred_actors]--> The Desert Trail --[starred_actors]--> John Wayne
Path (Raw):       Eddy Chandler --[No Operation]--> Eddy Chandler --[(INV) starred_actors]--> The Desert Trail --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.000737
Path Entropy(↓):  0.006582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was tom malloy an actor in
Start Entity:     Tom Malloy
Gold Answer:      [['The Alphabet Killer']]
Predicted Ans:    Sex and Breakfast
Predicted Path:   Tom Malloy --[(INV) starred_actors]--> The Alphabet Killer --[starred_actors]--> Eliza Dushku --[(INV) starred_actors]--> Sex and Breakfast
Path (Raw):       Tom Malloy --[(INV) starred_actors]--> The Alphabet Killer --[starred_actors]--> Eliza Dushku --[(INV) starred_actors]--> Sex and Breakfast
Neg LogProb(↓):   0.130467
Path Entropy(↓):  0.410741
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by ted sherdeman
Start Entity:     Ted Sherdeman
Gold Answer:      [['English']]
Predicted Ans:    giant ants
Predicted Path:   Ted Sherdeman --[(INV) written_by]--> Them! --[has_tags]--> giant ants
Path (Raw):       Ted Sherdeman --[No Operation]--> Ted Sherdeman --[(INV) written_by]--> Them! --[has_tags]--> giant ants
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by the agony and the ecstasy actors release
Start Entity:     The Agony and the Ecstasy
Gold Answer:      [['1980', '1970', '1946', '1954', '1923', '2003', '1959', '1967', '1935', '1941', '1974', '1984', '1968', '1963', '1998', '1951', '1982', '1973', '1953', '1947', '1956', '1976', '1948', '1972', '1971', '1990', '2001', '1940', '1938', '1961', '1955', '2011', '1934', '1978', '1966', '1950', '1960', '1965', '1945', '1952', '1958']]
Predicted Ans:    1967
Predicted Path:   The Agony and the Ecstasy --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Path (Raw):       The Agony and the Ecstasy --[starred_actors]--> Rex Harrison --[(INV) starred_actors]--> The Honey Pot --[release_year]--> 1967
Neg LogProb(↓):   1.295490
Path Entropy(↓):  1.884395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of april fool's day
Start Entity:     April Fool's Day
Gold Answer:      [['Cory Knauf', 'Bret Roberts', 'Taylor Cole', 'Carol Kane']]
Predicted Ans:    Cory Knauf
Predicted Path:   April Fool's Day --[directed_by]--> Mitchell Altieri --[(INV) directed_by]--> The Violent Kind --[starred_actors]--> Cory Knauf
Path (Raw):       April Fool's Day --[directed_by]--> Mitchell Altieri --[(INV) directed_by]--> The Violent Kind --[starred_actors]--> Cory Knauf
Neg LogProb(↓):   0.075299
Path Entropy(↓):  0.364308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does sylvia kristel appear in
Start Entity:     Sylvia Kristel
Gold Answer:      [['The Fifth Musketeer', 'Emmanuelle', 'Red Heat', "Lady Chatterley's Lover", 'Private Lessons']]
Predicted Ans:    Red Heat
Predicted Path:   Sylvia Kristel --[(INV) starred_actors]--> Red Heat --[starred_actors]--> Ed O'Ross --[(INV) starred_actors]--> Red Heat
Path (Raw):       Sylvia Kristel --[(INV) starred_actors]--> Red Heat --[starred_actors]--> Ed O'Ross --[(INV) starred_actors]--> Red Heat
Neg LogProb(↓):   0.380880
Path Entropy(↓):  0.779187
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of poseidon
Start Entity:     Poseidon
Gold Answer:      [['Paul Gallico']]
Predicted Ans:    Paul Gallico
Predicted Path:   Poseidon --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[written_by]--> Paul Gallico
Path (Raw):       Poseidon --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[written_by]--> Paul Gallico
Neg LogProb(↓):   0.708144
Path Entropy(↓):  0.956186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by lucille fletcher starred who
Start Entity:     Lucille Fletcher
Gold Answer:      [['Burt Lancaster', 'Barbara Stanwyck']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Lucille Fletcher --[(INV) written_by]--> Sorry, Wrong Number --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Lucille Fletcher --[No Operation]--> Lucille Fletcher --[(INV) written_by]--> Sorry, Wrong Number --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.618905
Path Entropy(↓):  0.690309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film enchantment were in which genres
Start Entity:     Enchantment
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Enchantment --[directed_by]--> Irving Reis --[(INV) directed_by]--> The Big Street --[has_genre]--> Drama
Path (Raw):       Enchantment --[directed_by]--> Irving Reis --[(INV) directed_by]--> The Big Street --[has_genre]--> Drama
Neg LogProb(↓):   0.003924
Path Entropy(↓):  0.028951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by leonard nimoy in
Start Entity:     Leonard Nimoy
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Leonard Nimoy --[(INV) directed_by]--> Funny About Love --[has_genre]--> Comedy
Path (Raw):       Leonard Nimoy --[No Operation]--> Leonard Nimoy --[(INV) directed_by]--> Funny About Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.022303
Path Entropy(↓):  0.119717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by shirley valentine actors release
Start Entity:     Shirley Valentine
Gold Answer:      [['1997', '2010']]
Predicted Ans:    1997
Predicted Path:   Shirley Valentine --[starred_actors]--> Pauline Collins --[(INV) starred_actors]--> Paradise Road --[release_year]--> 1997
Path (Raw):       Shirley Valentine --[starred_actors]--> Pauline Collins --[(INV) starred_actors]--> Paradise Road --[release_year]--> 1997
Neg LogProb(↓):   0.424448
Path Entropy(↓):  0.692006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed night terrors
Start Entity:     Night Terrors
Gold Answer:      [['Howard Goldberg', 'Alvin L. Fast', 'Richard Blake', 'Adam Gierasch', "Dan O'Bannon", 'Stephen King', 'Jace Anderson', 'Colin Wilson', 'Don Jakoby', 'Kim Henkel', 'Tobe Hooper', 'Steven Spielberg']]
Predicted Ans:    Kim Henkel
Predicted Path:   Night Terrors --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Texas Chain Saw Massacre --[written_by]--> Kim Henkel
Path (Raw):       Night Terrors --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Texas Chain Saw Massacre --[written_by]--> Kim Henkel
Neg LogProb(↓):   0.397627
Path Entropy(↓):  1.324897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with small change fall under
Start Entity:     Small Change
Gold Answer:      [['Drama', 'War', 'Comedy', 'Short']]
Predicted Ans:    Drama
Predicted Path:   Small Change --[directed_by]--> François Truffaut --[(INV) directed_by]--> Mississippi Mermaid --[has_genre]--> Drama
Path (Raw):       Small Change --[directed_by]--> François Truffaut --[(INV) directed_by]--> Mississippi Mermaid --[has_genre]--> Drama
Neg LogProb(↓):   0.801474
Path Entropy(↓):  1.122358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the name of the rose
Start Entity:     The Name of the Rose
Gold Answer:      [['Jerry Zucker', 'Ronald Neame', 'David Saperstein', 'Philip Kaufman', 'Edward Dmytryk', 'Michael Goldenberg', 'Peter Hyams', 'Stephen Frears', 'Delmer Daves', 'John Huston', 'Geoff Murphy', 'John Milius', 'Tony Scott', 'Barry Levinson', 'Jack Sholder', 'Irvin Kershner', 'Steven Schachter', 'Michael Lehmann', 'Chris Ver Wiel', 'John Woo', 'Michael Bay', 'Allan Moyle', 'Joss Whedon', 'Tony Bill', 'Harvey Kahn', 'John Boorman', 'Martin Ritt', 'Arne Glimcher', 'Gus Van Sant', 'Peter Berg', 'Russell Mulcahy', 'Terry Gilliam', 'Terence Young', 'Jon Amiel', 'Marc Rocco', 'Rich Cowan', 'Bruce A. Evans', 'Stephen Norrington', 'Mikael Salomon', 'Steven Spielberg', 'Mikhail Kalatozov', 'Alfred Hitchcock', 'Sidney Lumet', 'Richard Lester', 'Fred Schepisi', 'Guy Hamilton', 'John McTiernan', 'Fred Zinnemann', 'Rod Lurie', 'Uwe Boll', 'Richard Brooks', 'Lewis Gilbert', 'Michael Winnick', 'Robert Stevenson', 'Brian De Palma']]
Predicted Ans:    Richard Brooks
Predicted Path:   The Name of the Rose --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Wrong Is Right --[directed_by]--> Richard Brooks
Path (Raw):       The Name of the Rose --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Wrong Is Right --[directed_by]--> Richard Brooks
Neg LogProb(↓):   1.185993
Path Entropy(↓):  2.321235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed frankenstein must be destroyed
Start Entity:     Frankenstein Must Be Destroyed
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Frankenstein Must Be Destroyed --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Curse of Frankenstein --[in_language]--> English
Path (Raw):       Frankenstein Must Be Destroyed --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Curse of Frankenstein --[in_language]--> English
Neg LogProb(↓):   0.001288
Path Entropy(↓):  0.009946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by akiyuki nosaka
Start Entity:     Akiyuki Nosaka
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Akiyuki Nosaka --[(INV) written_by]--> Grave of the Fireflies --[in_language]--> Japanese
Path (Raw):       Akiyuki Nosaka --[No Operation]--> Akiyuki Nosaka --[(INV) written_by]--> Grave of the Fireflies --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film get out your handkerchiefs
Start Entity:     Get Out Your Handkerchiefs
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Get Out Your Handkerchiefs --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Path (Raw):       Get Out Your Handkerchiefs --[release_year]--> 1978 --[(INV) release_year]--> Orchestra Rehearsal --[release_year]--> 1978
Neg LogProb(↓):   3.070000
Path Entropy(↓):  4.256928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by marcus sakey
Start Entity:     Marcus Sakey
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Marcus Sakey --[(INV) written_by]--> Good People --[has_genre]--> Thriller
Path (Raw):       Marcus Sakey --[No Operation]--> Marcus Sakey --[(INV) written_by]--> Good People --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does onibaba fall under
Start Entity:     Onibaba
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Onibaba --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Onibaba --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.318662
Path Entropy(↓):  3.742897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is taxi blues
Start Entity:     Taxi Blues
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Taxi Blues --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Taxi Blues --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.164159
Path Entropy(↓):  4.468344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with mark janis
Start Entity:     Mark Janis
Gold Answer:      [['Robbie Shapiro', 'Stephen Galaida']]
Predicted Ans:    Mark Janis
Predicted Path:   Mark Janis --[(INV) starred_actors]--> Puzzlehead --[starred_actors]--> Mark Janis
Path (Raw):       Mark Janis --[No Operation]--> Mark Janis --[(INV) starred_actors]--> Puzzlehead --[starred_actors]--> Mark Janis
Neg LogProb(↓):   0.024280
Path Entropy(↓):  0.128508
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in bluebeard
Start Entity:     Bluebeard
Gold Answer:      [['John Carradine']]
Predicted Ans:    Richard Burton
Predicted Path:   Bluebeard --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Path (Raw):       Bluebeard --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.102848
Path Entropy(↓):  0.421066
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same screenwriter of hi, mom!
Start Entity:     Hi, Mom!
Gold Answer:      [['Sisters', 'The Wedding Party', 'Greetings', 'Dressed to Kill', 'Raising Cain', 'Body Double', 'Obsession', 'Snake Eyes', 'Phantom of the Paradise', 'Passion', 'Blow Out', 'Femme Fatale', 'Redacted']]
Predicted Ans:    Femme Fatale
Predicted Path:   Hi, Mom! --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale
Path (Raw):       Hi, Mom! --[No Operation]--> Hi, Mom! --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale
Neg LogProb(↓):   0.249977
Path Entropy(↓):  0.842465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with even dwarfs started small
Start Entity:     Even Dwarfs Started Small
Gold Answer:      [['Woyzeck', 'The Great Ecstasy of Woodcarver Steiner', 'Wings of Hope', 'Stroszek', 'Fitzcarraldo', 'Aguirre, the Wrath of God', 'Land of Silence and Darkness', 'Grizzly Man', 'Signs of Life', 'Ballad of the Little Soldier', 'Lessons of Darkness', 'Cobra Verde', 'Rescue Dawn', 'Little Dieter Needs to Fly', 'Nosferatu the Vampyre', 'Portrait Werner Herzog', 'Heart of Glass', 'Wheel of Time', 'The Wild Blue Yonder', 'The Enigma of Kaspar Hauser', 'Werner Herzog Eats His Shoe', 'Invincible', 'Cave of Forgotten Dreams', 'Fata Morgana', 'The White Diamond', 'Encounters at the End of the World']]
Predicted Ans:    Nosferatu the Vampyre
Predicted Path:   Even Dwarfs Started Small --[written_by]--> Werner Herzog --[(INV) written_by]--> Nosferatu the Vampyre
Path (Raw):       Even Dwarfs Started Small --[written_by]--> Werner Herzog --[(INV) written_by]--> Nosferatu the Vampyre --[No Operation]--> Nosferatu the Vampyre
Neg LogProb(↓):   0.982046
Path Entropy(↓):  1.976010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in carl zuckmayer written films
Start Entity:     Carl Zuckmayer
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Carl Zuckmayer --[(INV) written_by]--> The Blue Angel --[in_language]--> English
Path (Raw):       Carl Zuckmayer --[No Operation]--> Carl Zuckmayer --[(INV) written_by]--> The Blue Angel --[in_language]--> English
Neg LogProb(↓):   1.400074
Path Entropy(↓):  1.458629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was hum tum released
Start Entity:     Hum Tum
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Hum Tum --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Hum Tum --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.634511
Path Entropy(↓):  4.192013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the first nudie musical
Start Entity:     The First Nudie Musical
Gold Answer:      [['Musical', 'Horror', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   The First Nudie Musical --[directed_by]--> Bruce Kimmel --[(INV) directed_by]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       The First Nudie Musical --[directed_by]--> Bruce Kimmel --[(INV) directed_by]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.020894
Path Entropy(↓):  0.101002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in thunder bay
Start Entity:     Thunder Bay
Gold Answer:      [['James Stewart']]
Predicted Ans:    James Stewart
Predicted Path:   Thunder Bay --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       Thunder Bay --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.005215
Path Entropy(↓):  0.034096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a star is born were released in which years
Start Entity:     A Star Is Born
Gold Answer:      [['1954', '1944', '2008', '1993', '1936', '1935', '1941', '1968', '1939', '1933', '1957', '1951', '1953', '1947', '1994', '1932', '1956', '1931', '1943', '1948', '1972', '1942', '1938', '1940', '1937', '1981', '1962', '1934', '2000', '1964', '1949', '1966', '1950', '1960', '1927', '1987', '1952']]
Predicted Ans:    1932
Predicted Path:   A Star Is Born --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Path (Raw):       A Star Is Born --[directed_by]--> George Cukor --[(INV) directed_by]--> One Hour with You --[release_year]--> 1932
Neg LogProb(↓):   1.488931
Path Entropy(↓):  2.936348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by dorian brown
Start Entity:     Dorian Brown
Gold Answer:      [['David Boyd']]
Predicted Ans:    David Boyd
Predicted Path:   Dorian Brown --[(INV) starred_actors]--> Home Run --[directed_by]--> David Boyd
Path (Raw):       Dorian Brown --[No Operation]--> Dorian Brown --[(INV) starred_actors]--> Home Run --[directed_by]--> David Boyd
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote patterns
Start Entity:     Patterns
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Patterns --[written_by]--> Rod Serling --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Path (Raw):       Patterns --[written_by]--> Rod Serling --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Neg LogProb(↓):   0.000504
Path Entropy(↓):  0.004775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by charlize theron were in which languages
Start Entity:     Charlize Theron
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Charlize Theron --[(INV) starred_actors]--> The Italian Job --[in_language]--> Italian
Path (Raw):       Charlize Theron --[No Operation]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job --[in_language]--> Italian
Neg LogProb(↓):   1.089067
Path Entropy(↓):  1.328410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of mr. deeds goes to town
Start Entity:     Mr. Deeds Goes to Town
Gold Answer:      [['1946', '1944', '1959', '1941', '1939', '1933', '1951', '2010', '1928', '1973', '1932', '1931', '1943', '1948', '1938', '1926', '1961', '1934', '1937', '1930']]
Predicted Ans:    1959
Predicted Path:   Mr. Deeds Goes to Town --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[release_year]--> 1959
Path (Raw):       Mr. Deeds Goes to Town --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[release_year]--> 1959
Neg LogProb(↓):   1.727829
Path Entropy(↓):  2.752453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie a murder of crows, when was it released
Start Entity:     A Murder of Crows
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   A Murder of Crows --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       A Murder of Crows --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   2.379548
Path Entropy(↓):  4.288997
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote murder by death
Start Entity:     Murder by Death
Gold Answer:      [['Steve Martin', 'Peter Falk', 'Maureen Stapleton', 'Barbara Harris', 'Jonathan Silverman', 'Michelle Monaghan', 'Judith Ivey', 'Steve Lawrence', "Michael O'Keefe", 'Jane Fonda', 'Sally Kellerman', 'Jerry Stiller', 'Lee Meredith', 'Chevy Chase', 'Matthew Broderick', 'Charles Grodin', 'Peter Sellers', 'Jack Lemmon', 'Joan Hackett', 'Lee Grant', 'Richard Benjamin', 'Alec Baldwin', 'Robert Redford', 'Renée Taylor', 'Eileen Brennan', 'Rebecca De Mornay', 'Jeannie Berlin', 'Jason Robards', 'George Burns', 'Jeff Daniels', 'Patricia Heaton', 'Christopher Walken', 'Cybill Shepherd', 'Goldie Hawn', 'Kim Basinger', 'John McMartin', 'Irene Worth', 'Shirley MacLaine', 'Paul Benedict', 'Quinn Cummings', 'Ricardo Montalban', 'Walter Matthau', 'Mildred Natwick', 'Alan Arkin', 'James Coco', 'Kristy McNichol', 'Ben Stiller', 'Donald Sutherland', 'Randy Quaid', 'Marsha Mason', 'Paula Prentiss', 'Sid Caesar', 'Charles Boyer', 'Richard Dreyfuss', 'Blythe Danner', 'Audra Lindley', 'Mercedes Ruehl', 'Frank Sinatra', 'Maggie Smith']]
Predicted Ans:    Walter Matthau
Predicted Path:   Murder by Death --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Path (Raw):       Murder by Death --[written_by]--> Neil Simon --[(INV) written_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   1.335810
Path Entropy(↓):  1.930741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the princess diaries
Start Entity:     The Princess Diaries
Gold Answer:      [['John Corbett', 'Dana Delany', 'Juliette Lewis', "Rosie O'Donnell", 'Elvis Presley', 'Michael McKean', 'Ralph Bellamy', 'Giovanni Ribisi', 'Jane Fonda', 'Tom Skerritt', 'Spalding Gray', 'Diane Keaton', 'Goldie Hawn', 'Kurt Russell', 'Michelle Pfeiffer', 'Greg Kinnear', 'Jackie Gleason', 'Richard Gere', 'Paul Mercurio', 'Laurie Metcalf', 'Donna Douglas', 'Barbara Hershey', 'Julia Roberts', 'Sean Young', 'Dermot Mulroney', 'Bette Midler', 'Lindsay Lohan', 'Dan Aykroyd', 'Nathan Lane', 'Hector Elizondo', 'Matt Dillon', 'Hayden Panettiere', 'Felicity Huffman', 'Jason Alexander', 'Tom Hanks', 'Joan Cusack', 'Al Pacino', 'Kate Hudson', 'John Heard']]
Predicted Ans:    Anne Hathaway
Predicted Path:   The Princess Diaries --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Path (Raw):       The Princess Diaries --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.473167
Path Entropy(↓):  1.111948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of the iceman cometh
Start Entity:     The Iceman Cometh
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'George F. Marion', 'Mickey Rooney', 'Frank H. Wilson', 'Fredi Washington', 'Sophia Loren', 'Paul Robeson', 'Anthony Perkins', 'Gloria DeHaven', 'Lauri Peters', 'Cliff Richard', 'Una Stubbs', 'Wallace Beery', 'Melvyn Hayes', 'Raymond Massey', 'Michael Redgrave', 'Lionel Barrymore', 'Walter Huston', 'Dudley Digges', 'Eric Linden', 'John Wayne', 'Thomas Mitchell', 'Katina Paxinou', 'Barry Fitzgerald', 'Ian Hunter', 'Rosalind Russell', 'Frank Morgan', 'Frank Overton', 'Burl Ives', 'Charles Bickford']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Iceman Cometh --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       The Iceman Cometh --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.008083
Path Entropy(↓):  0.060161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Werner herzog eats his shoe is a film written by this person
Start Entity:     Werner Herzog Eats His Shoe
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Werner Herzog Eats His Shoe --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[directed_by]--> Werner Herzog
Path (Raw):       Werner Herzog Eats His Shoe --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.653984
Path Entropy(↓):  1.614706
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of stealing a nation
Start Entity:     Stealing a Nation
Gold Answer:      [['John Pilger', 'Christopher Martin', 'Alan Lowery', 'Tony Stark']]
Predicted Ans:    John Pilger
Predicted Path:   Stealing a Nation --[written_by]--> John Pilger --[(INV) written_by]--> The War on Democracy --[directed_by]--> John Pilger
Path (Raw):       Stealing a Nation --[written_by]--> John Pilger --[(INV) written_by]--> The War on Democracy --[directed_by]--> John Pilger
Neg LogProb(↓):   0.027058
Path Entropy(↓):  0.142917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by charles sturridge
Start Entity:     Charles Sturridge
Gold Answer:      [['Eric Knight', 'Daphne Du Maurier', 'Tim Sullivan', 'Derek Granger', 'Evelyn Waugh']]
Predicted Ans:    Charles Sturridge
Predicted Path:   Charles Sturridge --[(INV) directed_by]--> A Handful of Dust --[written_by]--> Charles Sturridge
Path (Raw):       Charles Sturridge --[No Operation]--> Charles Sturridge --[(INV) directed_by]--> A Handful of Dust --[written_by]--> Charles Sturridge
Neg LogProb(↓):   1.282044
Path Entropy(↓):  1.652401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie confession released
Start Entity:     Confession
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Confession --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Path (Raw):       Confession --[release_year]--> 1937 --[(INV) release_year]--> The Toast of New York --[release_year]--> 1937
Neg LogProb(↓):   1.565022
Path Entropy(↓):  3.242840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter john klempner wrote films together with who
Start Entity:     John Klempner
Gold Answer:      [['Joseph L. Mankiewicz', 'Vera Caspary']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   John Klempner --[(INV) written_by]--> A Letter to Three Wives --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       John Klempner --[No Operation]--> John Klempner --[(INV) written_by]--> A Letter to Three Wives --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.002741
Path Entropy(↓):  0.019106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of don sharp directed films
Start Entity:     Don Sharp
Gold Answer:      [['1963', '1939', '1966', '2002', '1974']]
Predicted Ans:    2002
Predicted Path:   Don Sharp --[(INV) directed_by]--> The Four Feathers --[release_year]--> 2002
Path (Raw):       Don Sharp --[No Operation]--> Don Sharp --[(INV) directed_by]--> The Four Feathers --[release_year]--> 2002
Neg LogProb(↓):   0.672038
Path Entropy(↓):  1.273248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by a short history of decay actors
Start Entity:     A Short History of Decay
Gold Answer:      [['Eric Bross', 'Rob Schmidt', 'Brian Robbins', 'Gary Winick', 'Ben Younger', 'Claudia Myers']]
Predicted Ans:    Rob Schmidt
Predicted Path:   A Short History of Decay --[starred_actors]--> Emmanuelle Chriqui --[(INV) starred_actors]--> Wrong Turn --[directed_by]--> Rob Schmidt
Path (Raw):       A Short History of Decay --[starred_actors]--> Emmanuelle Chriqui --[(INV) starred_actors]--> Wrong Turn --[directed_by]--> Rob Schmidt
Neg LogProb(↓):   0.099073
Path Entropy(↓):  0.433178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in world without end
Start Entity:     World Without End
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   World Without End --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> 36 Hours --[in_language]--> German
Path (Raw):       World Without End --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> 36 Hours --[in_language]--> German
Neg LogProb(↓):   0.053242
Path Entropy(↓):  0.204497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did andre hennicke star in
Start Entity:     André Hennicke
Gold Answer:      [['Antibodies']]
Predicted Ans:    Antibodies
Predicted Path:   André Hennicke --[(INV) starred_actors]--> Antibodies --[starred_actors]--> André Hennicke --[(INV) starred_actors]--> Antibodies
Path (Raw):       André Hennicke --[(INV) starred_actors]--> Antibodies --[starred_actors]--> André Hennicke --[(INV) starred_actors]--> Antibodies
Neg LogProb(↓):   0.000330
Path Entropy(↓):  0.003180
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of chinese odyssey 2002
Start Entity:     Chinese Odyssey 2002
Gold Answer:      [['Chungking Express']]
Predicted Ans:    Chungking Express
Predicted Path:   Chinese Odyssey 2002 --[starred_actors]--> Faye Wong --[(INV) starred_actors]--> Chungking Express
Path (Raw):       Chinese Odyssey 2002 --[starred_actors]--> Faye Wong --[No Operation]--> Faye Wong --[(INV) starred_actors]--> Chungking Express
Neg LogProb(↓):   0.045412
Path Entropy(↓):  0.195526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by crazy
Start Entity:     crazy
Gold Answer:      [['Crazy Heart']]
Predicted Ans:    My Father and the Man in Black
Predicted Path:   crazy --[(INV) has_tags]--> Crazy Heart --[has_tags]--> country music --[(INV) has_tags]--> My Father and the Man in Black
Path (Raw):       crazy --[(INV) has_tags]--> Crazy Heart --[has_tags]--> country music --[(INV) has_tags]--> My Father and the Man in Black
Neg LogProb(↓):   0.000103
Path Entropy(↓):  0.001115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie rebecca, when was it released
Start Entity:     Rebecca
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Rebecca --[release_year]--> 1940 --[(INV) release_year]--> Saps at Sea --[release_year]--> 1940
Path (Raw):       Rebecca --[release_year]--> 1940 --[(INV) release_year]--> Saps at Sea --[release_year]--> 1940
Neg LogProb(↓):   1.854195
Path Entropy(↓):  2.925217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote rage in heaven
Start Entity:     Rage in Heaven
Gold Answer:      [['James Hilton']]
Predicted Ans:    James Hilton
Predicted Path:   Rage in Heaven --[written_by]--> James Hilton --[(INV) written_by]--> Rage in Heaven --[written_by]--> James Hilton
Path (Raw):       Rage in Heaven --[written_by]--> James Hilton --[(INV) written_by]--> Rage in Heaven --[written_by]--> James Hilton
Neg LogProb(↓):   0.000303
Path Entropy(↓):  0.003092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter earl hurd co - wrote films with who
Start Entity:     Earl Hurd
Gold Answer:      [['Richard Creedon', 'Dick Rickard', 'Ted Sears', 'Webb Smith', 'Otto Englander', 'Merrill De Maris', 'Dorothy Ann Blank']]
Predicted Ans:    Ted Sears
Predicted Path:   Earl Hurd --[(INV) written_by]--> Snow White and the Seven Dwarfs --[written_by]--> Ted Sears
Path (Raw):       Earl Hurd --[No Operation]--> Earl Hurd --[(INV) written_by]--> Snow White and the Seven Dwarfs --[written_by]--> Ted Sears
Neg LogProb(↓):   0.300066
Path Entropy(↓):  0.844195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the henry's crime director
Start Entity:     Henry's Crime
Gold Answer:      [['Louis Mellis', 'David Scinto']]
Predicted Ans:    David Scinto
Predicted Path:   Henry's Crime --[directed_by]--> Malcolm Venville --[(INV) directed_by]--> 44 Inch Chest --[written_by]--> David Scinto
Path (Raw):       Henry's Crime --[directed_by]--> Malcolm Venville --[(INV) directed_by]--> 44 Inch Chest --[written_by]--> David Scinto
Neg LogProb(↓):   0.013006
Path Entropy(↓):  0.077229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did joanne nail act in
Start Entity:     Joanne Nail
Gold Answer:      [['Switchblade Sisters']]
Predicted Ans:    Switchblade Sisters
Predicted Path:   Joanne Nail --[(INV) starred_actors]--> Switchblade Sisters --[starred_actors]--> Monica Gayle --[(INV) starred_actors]--> Switchblade Sisters
Path (Raw):       Joanne Nail --[(INV) starred_actors]--> Switchblade Sisters --[starred_actors]--> Monica Gayle --[(INV) starred_actors]--> Switchblade Sisters
Neg LogProb(↓):   0.014883
Path Entropy(↓):  0.077245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is leningrad cowboys go america
Start Entity:     Leningrad Cowboys Go America
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Leningrad Cowboys Go America --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Leningrad Cowboys Go America --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did david arkin act in
Start Entity:     David Arkin
Gold Answer:      [['Nashville']]
Predicted Ans:    Nashville
Predicted Path:   David Arkin --[(INV) starred_actors]--> Nashville --[starred_actors]--> David Arkin --[(INV) starred_actors]--> Nashville
Path (Raw):       David Arkin --[(INV) starred_actors]--> Nashville --[starred_actors]--> David Arkin --[(INV) starred_actors]--> Nashville
Neg LogProb(↓):   0.116553
Path Entropy(↓):  0.377566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by william ragsdale
Start Entity:     William Ragsdale
Gold Answer:      [['Tom Holland']]
Predicted Ans:    Tom Holland
Predicted Path:   William Ragsdale --[(INV) starred_actors]--> Fright Night --[written_by]--> Tom Holland
Path (Raw):       William Ragsdale --[No Operation]--> William Ragsdale --[(INV) starred_actors]--> Fright Night --[written_by]--> Tom Holland
Neg LogProb(↓):   0.693212
Path Entropy(↓):  0.693793
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by laurent tirard were released in which years
Start Entity:     Laurent Tirard
Gold Answer:      [['1978', '2007']]
Predicted Ans:    1978
Predicted Path:   Laurent Tirard --[(INV) written_by]--> Molière --[release_year]--> 1978
Path (Raw):       Laurent Tirard --[No Operation]--> Laurent Tirard --[(INV) written_by]--> Molière --[release_year]--> 1978
Neg LogProb(↓):   0.414158
Path Entropy(↓):  0.640545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in midnight run
Start Entity:     Midnight Run
Gold Answer:      [['Italian', 'English', 'French', 'Russian']]
Predicted Ans:    Italian
Predicted Path:   Midnight Run --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Midnight Run --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.103957
Path Entropy(↓):  0.385391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter kate angelo wrote films together with who
Start Entity:     Kate Angelo
Gold Answer:      [['Jason Segel', 'Nicholas Stoller']]
Predicted Ans:    Nicholas Stoller
Predicted Path:   Kate Angelo --[(INV) written_by]--> Sex Tape --[written_by]--> Nicholas Stoller
Path (Raw):       Kate Angelo --[No Operation]--> Kate Angelo --[(INV) written_by]--> Sex Tape --[written_by]--> Nicholas Stoller
Neg LogProb(↓):   0.320704
Path Entropy(↓):  0.593819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the wolverine
Start Entity:     The Wolverine
Gold Answer:      [['The Prestige', 'Van Helsing', 'The Fountain', 'Prisoners', 'Oh My God', 'Deception', 'Swordfish', 'Flushed Away', 'Les Misérables', 'X-Men', 'Real Steel']]
Predicted Ans:    Les Misérables
Predicted Path:   The Wolverine --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Les Misérables
Path (Raw):       The Wolverine --[starred_actors]--> Hugh Jackman --[No Operation]--> Hugh Jackman --[(INV) starred_actors]--> Les Misérables
Neg LogProb(↓):   0.556468
Path Entropy(↓):  1.107694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with dodge city in
Start Entity:     Dodge City
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Dodge City --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       Dodge City --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.077135
Path Entropy(↓):  0.268291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the other woman
Start Entity:     The Other Woman
Gold Answer:      [['Nick Cassavetes']]
Predicted Ans:    Don Roos
Predicted Path:   The Other Woman --[directed_by]--> Don Roos --[(INV) directed_by]--> Bounce --[directed_by]--> Don Roos
Path (Raw):       The Other Woman --[directed_by]--> Don Roos --[(INV) directed_by]--> Bounce --[directed_by]--> Don Roos
Neg LogProb(↓):   0.019177
Path Entropy(↓):  0.094950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the waking madison director release
Start Entity:     Waking Madison
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Waking Madison --[directed_by]--> Katherine Brooks --[(INV) directed_by]--> Loving Annabelle --[release_year]--> 2006
Path (Raw):       Waking Madison --[directed_by]--> Katherine Brooks --[(INV) directed_by]--> Loving Annabelle --[release_year]--> 2006
Neg LogProb(↓):   0.306863
Path Entropy(↓):  0.577454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of american buffalo
Start Entity:     American Buffalo
Gold Answer:      [['Brooklyn Rules', 'A Shot at Glory', 'Loosies', 'Outside Providence']]
Predicted Ans:    American Buffalo
Predicted Path:   American Buffalo --[directed_by]--> Michael Corrente --[(INV) directed_by]--> American Buffalo
Path (Raw):       American Buffalo --[No Operation]--> American Buffalo --[directed_by]--> Michael Corrente --[(INV) directed_by]--> American Buffalo
Neg LogProb(↓):   0.121996
Path Entropy(↓):  0.366376
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed blackwoods
Start Entity:     Blackwoods
Gold Answer:      [['Tara Reid', 'Kristanna Loken', 'Christian Slater', 'Shaun Sipos', 'Michael Madsen', 'Zack Ward', 'Brendan Fletcher', 'Michael Paré', 'Jackie Tohn', 'Michael Biehn', 'Chris Coppola', 'Alex McArthur', 'Dominic Purcell', 'Matthew Davis', 'Til Schweiger', 'Dave Foley', 'Nicholas Campbell']]
Predicted Ans:    Michael Paré
Predicted Path:   Blackwoods --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Rampage --[starred_actors]--> Michael Paré
Path (Raw):       Blackwoods --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Rampage --[starred_actors]--> Michael Paré
Neg LogProb(↓):   0.360647
Path Entropy(↓):  1.013215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was walter campbell a writer on
Start Entity:     Walter Campbell
Gold Answer:      [['Under the Skin']]
Predicted Ans:    Under the Skin
Predicted Path:   Walter Campbell --[(INV) written_by]--> Under the Skin --[written_by]--> Walter Campbell --[(INV) written_by]--> Under the Skin
Path (Raw):       Walter Campbell --[(INV) written_by]--> Under the Skin --[written_by]--> Walter Campbell --[(INV) written_by]--> Under the Skin
Neg LogProb(↓):   0.013949
Path Entropy(↓):  0.075360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie 1941
Start Entity:     1941
Gold Answer:      [['Andrew Solt', 'Ronald Neame', 'George Armitage', 'Michael Pressman', 'Tom Mankiewicz', 'Buster Keaton', 'Ivan Reitman', 'Michael Crichton', 'Jack Nicholson', 'Bob Clark', 'Michael Hoffman', 'John Landis', 'Robert Altman', 'Richard Donner', 'Michael Apted', 'Richard Benjamin', 'Gore Verbinski', 'Steven Schachter', 'Jim McBride', 'Mel Smith', 'Eric Brevig', 'John Boorman', 'Jonathan Lynn', 'Malcolm Leo', 'David Anspaugh', 'Joel Schumacher', 'Nicholas Stoller', 'Harvey Miller', 'Howard Zieff', 'Joseph Sargent', 'Steve Barron', 'John G. Avildsen', 'Francis Veber', 'Howard Deutch', 'Garry Marshall', 'Richard Lester', 'Tom Gilroy', 'Tom DeCerchio', 'Michael Ritchie']]
Predicted Ans:    Richard Donner
Predicted Path:   1941 --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Toy --[directed_by]--> Richard Donner
Path (Raw):       1941 --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Toy --[directed_by]--> Richard Donner
Neg LogProb(↓):   0.908273
Path Entropy(↓):  1.844742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of david schisgall written films
Start Entity:     David Schisgall
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   David Schisgall --[(INV) written_by]--> Our Idiot Brother --[release_year]--> 2011
Path (Raw):       David Schisgall --[No Operation]--> David Schisgall --[(INV) written_by]--> Our Idiot Brother --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by sarah snook
Start Entity:     Sarah Snook
Gold Answer:      [['Peter Templeman', 'Peter Spierig', 'Kevin Greutert']]
Predicted Ans:    Peter Templeman
Predicted Path:   Sarah Snook --[(INV) starred_actors]--> Not Suitable for Children --[directed_by]--> Peter Templeman
Path (Raw):       Sarah Snook --[No Operation]--> Sarah Snook --[(INV) starred_actors]--> Not Suitable for Children --[directed_by]--> Peter Templeman
Neg LogProb(↓):   0.001001
Path Entropy(↓):  0.008337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with park row
Start Entity:     Park Row
Gold Answer:      [['The Big Red One', 'Underworld U.S.A.', 'The Steel Helmet', 'Fixed Bayonets!', 'The Baron of Arizona', 'Shock Corridor', 'Verboten!', 'The Crimson Kimono', 'The Naked Kiss', 'Scandal Sheet', 'House of Bamboo', 'Run of the Arrow', "Merrill's Marauders", 'White Dog', 'Pickup on South Street', 'The Deadly Trackers', 'I Shot Jesse James', 'Forty Guns']]
Predicted Ans:    The Deadly Trackers
Predicted Path:   Park Row --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Deadly Trackers
Path (Raw):       Park Row --[No Operation]--> Park Row --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Deadly Trackers
Neg LogProb(↓):   0.506827
Path Entropy(↓):  1.569032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor john henshaw co - starred with who
Start Entity:     John Henshaw
Gold Answer:      [['Paul Brannigan', 'Siobhan Reilly', 'Gary Maitland']]
Predicted Ans:    John Henshaw
Predicted Path:   John Henshaw --[(INV) starred_actors]--> The Angels' Share --[starred_actors]--> John Henshaw
Path (Raw):       John Henshaw --[No Operation]--> John Henshaw --[(INV) starred_actors]--> The Angels' Share --[starred_actors]--> John Henshaw
Neg LogProb(↓):   0.149309
Path Entropy(↓):  0.526195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by andrew miller
Start Entity:     Andrew Miller
Gold Answer:      [['Vincenzo Natali']]
Predicted Ans:    Vincenzo Natali
Predicted Path:   Andrew Miller --[(INV) starred_actors]--> Nothing --[directed_by]--> Vincenzo Natali
Path (Raw):       Andrew Miller --[No Operation]--> Andrew Miller --[(INV) starred_actors]--> Nothing --[directed_by]--> Vincenzo Natali
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie faster
Start Entity:     Faster
Gold Answer:      [['Dwayne Johnson']]
Predicted Ans:    Dwayne Johnson
Predicted Path:   Faster --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Faster --[starred_actors]--> Dwayne Johnson
Path (Raw):       Faster --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Faster --[starred_actors]--> Dwayne Johnson
Neg LogProb(↓):   0.045392
Path Entropy(↓):  0.213145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote lights out
Start Entity:     Lights Out
Gold Answer:      [['Fabrice Gobert']]
Predicted Ans:    Fabrice Gobert
Predicted Path:   Lights Out --[written_by]--> Fabrice Gobert --[(INV) written_by]--> Lights Out --[written_by]--> Fabrice Gobert
Path (Raw):       Lights Out --[written_by]--> Fabrice Gobert --[(INV) written_by]--> Lights Out --[written_by]--> Fabrice Gobert
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did dave willis write
Start Entity:     Dave Willis
Gold Answer:      [['Aqua Teen Hunger Force Colon Movie Film for Theaters']]
Predicted Ans:    Aqua Teen Hunger Force Colon Movie Film for Theaters
Predicted Path:   Dave Willis --[(INV) written_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters --[written_by]--> Dave Willis --[(INV) written_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters
Path (Raw):       Dave Willis --[(INV) written_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters --[written_by]--> Dave Willis --[(INV) written_by]--> Aqua Teen Hunger Force Colon Movie Film for Theaters
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Robert j. siegel was the director on which movies
Start Entity:     Robert J. Siegel
Gold Answer:      [['Swimming']]
Predicted Ans:    Swimming
Predicted Path:   Robert J. Siegel --[(INV) directed_by]--> Swimming --[directed_by]--> Robert J. Siegel --[(INV) directed_by]--> Swimming
Path (Raw):       Robert J. Siegel --[(INV) directed_by]--> Swimming --[directed_by]--> Robert J. Siegel --[(INV) directed_by]--> Swimming
Neg LogProb(↓):   0.000514
Path Entropy(↓):  0.004419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote welcome to the jungle
Start Entity:     Welcome to the Jungle
Gold Answer:      [['Christopher Walken', 'Kim Miyori', "Vincent D'Onofrio", 'Dolph Lundgren', 'Jeroen Krabbé', 'Val Kilmer', 'Elisabeth Shue', 'Ray Stevenson']]
Predicted Ans:    Val Kilmer
Predicted Path:   Welcome to the Jungle --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> The Saint --[starred_actors]--> Val Kilmer
Path (Raw):       Welcome to the Jungle --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> The Saint --[starred_actors]--> Val Kilmer
Neg LogProb(↓):   0.019204
Path Entropy(↓):  0.106507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of criminal
Start Entity:     Criminal
Gold Answer:      [['Rudo y Cursi', 'Donnie Darko', 'Step Brothers', 'Hysteria', 'White House Down', "Won't Back Down", 'Hard Eight', 'Wreck-It Ralph', 'Mister Lonely', 'Carnage', 'Secretary', 'Mona Lisa Smile', 'The Book of Life', 'Life After Beth', 'Out on a Limb', '9', 'Dark Water', 'Only God Knows', 'The Aviator', 'Cyrus', 'The Perfect Storm', 'Y Tu Mamá También']]
Predicted Ans:    9
Predicted Path:   Criminal --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> 9
Path (Raw):       Criminal --[starred_actors]--> John C. Reilly --[No Operation]--> John C. Reilly --[(INV) starred_actors]--> 9
Neg LogProb(↓):   0.254375
Path Entropy(↓):  0.816127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the waking the dead director
Start Entity:     Waking the Dead
Gold Answer:      [['Musical', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Waking the Dead --[directed_by]--> Keith Gordon --[(INV) directed_by]--> The Singing Detective --[has_genre]--> Comedy
Path (Raw):       Waking the Dead --[directed_by]--> Keith Gordon --[(INV) directed_by]--> The Singing Detective --[has_genre]--> Comedy
Neg LogProb(↓):   0.445419
Path Entropy(↓):  0.765646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by maria ouspenskaya were directed by who
Start Entity:     Maria Ouspenskaya
Gold Answer:      [['Leo McCarey', 'Glenn Gordon Caron']]
Predicted Ans:    Glenn Gordon Caron
Predicted Path:   Maria Ouspenskaya --[(INV) starred_actors]--> Love Affair --[directed_by]--> Glenn Gordon Caron
Path (Raw):       Maria Ouspenskaya --[No Operation]--> Maria Ouspenskaya --[(INV) starred_actors]--> Love Affair --[directed_by]--> Glenn Gordon Caron
Neg LogProb(↓):   0.159342
Path Entropy(↓):  0.418325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie losing isaiah starred who
Start Entity:     Losing Isaiah
Gold Answer:      [['Halle Berry', 'Jessica Lange']]
Predicted Ans:    Halle Berry
Predicted Path:   Losing Isaiah --[starred_actors]--> Halle Berry --[(INV) starred_actors]--> Gothika --[starred_actors]--> Halle Berry
Path (Raw):       Losing Isaiah --[starred_actors]--> Halle Berry --[(INV) starred_actors]--> Gothika --[starred_actors]--> Halle Berry
Neg LogProb(↓):   0.373957
Path Entropy(↓):  0.949556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did josh radnor direct
Start Entity:     Josh Radnor
Gold Answer:      [['Happythankyoumoreplease', 'Liberal Arts']]
Predicted Ans:    Happythankyoumoreplease
Predicted Path:   Josh Radnor --[(INV) directed_by]--> Happythankyoumoreplease --[directed_by]--> Josh Radnor --[(INV) directed_by]--> Happythankyoumoreplease
Path (Raw):       Josh Radnor --[(INV) directed_by]--> Happythankyoumoreplease --[directed_by]--> Josh Radnor --[(INV) directed_by]--> Happythankyoumoreplease
Neg LogProb(↓):   0.181697
Path Entropy(↓):  0.535201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film ghosts of mars
Start Entity:     Ghosts of Mars
Gold Answer:      [['2008', '2003', '1992', '2006', '2007', '1998', '2010', '2004', '2014', '1995', '1972', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999', '1969']]
Predicted Ans:    2012
Predicted Path:   Ghosts of Mars --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Ghosts of Mars --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.697856
Path Entropy(↓):  1.564706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by chandran rutnam
Start Entity:     Chandran Rutnam
Gold Answer:      [['Ben Kingsley', 'Ben Cross']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Chandran Rutnam --[(INV) directed_by]--> A Common Man --[starred_actors]--> Ben Kingsley
Path (Raw):       Chandran Rutnam --[No Operation]--> Chandran Rutnam --[(INV) directed_by]--> A Common Man --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.000243
Path Entropy(↓):  0.002263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the rat race director
Start Entity:     Rat Race
Gold Answer:      [['Fantasy', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Rat Race --[directed_by]--> Jerry Zucker --[(INV) directed_by]--> Top Secret! --[has_genre]--> Comedy
Path (Raw):       Rat Race --[directed_by]--> Jerry Zucker --[(INV) directed_by]--> Top Secret! --[has_genre]--> Comedy
Neg LogProb(↓):   0.063261
Path Entropy(↓):  0.295692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film carne
Start Entity:     Carne
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Carne --[release_year]--> 1991 --[(INV) release_year]--> Flirting --[release_year]--> 1991
Path (Raw):       Carne --[release_year]--> 1991 --[(INV) release_year]--> Flirting --[release_year]--> 1991
Neg LogProb(↓):   3.212261
Path Entropy(↓):  4.505363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film paranormal activity 4 released
Start Entity:     Paranormal Activity 4
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Paranormal Activity 4 --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Path (Raw):       Paranormal Activity 4 --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Neg LogProb(↓):   2.856700
Path Entropy(↓):  4.115828
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie dances with wolves
Start Entity:     Dances with Wolves
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '2007', '2009', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '1988', '2000', '1997', '1950', '2005', '1999', '1987']]
Predicted Ans:    2005
Predicted Path:   Dances with Wolves --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Path (Raw):       Dances with Wolves --[starred_actors]--> Kevin Costner --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Neg LogProb(↓):   0.904727
Path Entropy(↓):  1.728108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with raising helen fall under
Start Entity:     Raising Helen
Gold Answer:      [['Romance', 'Family', 'Musical', 'Drama', 'Animation', 'Comedy', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Raising Helen --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> The Reluctant Fundamentalist --[has_genre]--> Thriller
Path (Raw):       Raising Helen --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> The Reluctant Fundamentalist --[has_genre]--> Thriller
Neg LogProb(↓):   1.449232
Path Entropy(↓):  2.467437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of cassi davis starred movies
Start Entity:     Cassi Davis
Gold Answer:      [['Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   Cassi Davis --[(INV) starred_actors]--> Madea's Big Happy Family --[written_by]--> Tyler Perry
Path (Raw):       Cassi Davis --[No Operation]--> Cassi Davis --[(INV) starred_actors]--> Madea's Big Happy Family --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the nanny
Start Entity:     The Nanny
Gold Answer:      [['Bram Stoker']]
Predicted Ans:    Seth Holt
Predicted Path:   The Nanny --[directed_by]--> Seth Holt --[(INV) directed_by]--> The Nanny --[directed_by]--> Seth Holt
Path (Raw):       The Nanny --[directed_by]--> Seth Holt --[(INV) directed_by]--> The Nanny --[directed_by]--> Seth Holt
Neg LogProb(↓):   0.016277
Path Entropy(↓):  0.082631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in the sicilian
Start Entity:     The Sicilian
Gold Answer:      [['John Schlesinger', 'Stephen Frears', 'Derek Jarman', 'Stuart Gordon', 'Luc Besson', 'Arch Nicholson', 'Richard Franklin', 'William Friedkin', 'Graham Baker', 'Richard Donner', 'Albert Pyun', 'Roger Vadim', 'Silvio Narizzano', 'Russell Mulcahy', 'Stephan Elliott', 'Steven Soderbergh', 'Pier Paolo Pasolini', 'Louis Malle', 'Gabriele Salvatores', 'Yvan Attal', 'Marcus Dunstan', 'Federico Fellini', 'Rob Minkoff', 'Agnieszka Holland', 'William Wyler']]
Predicted Ans:    Federico Fellini
Predicted Path:   The Sicilian --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Federico Fellini
Path (Raw):       The Sicilian --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.550312
Path Entropy(↓):  0.839738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film over the hedge
Start Entity:     Over the Hedge
Gold Answer:      [['Walter Hill', 'Delmer Daves', 'Robert Towne', 'Anya Kochoff', 'David Koepp', 'Nico Mastorakis', 'Donald Ogden Stewart', 'Robert Benton', 'Richard Russo', 'Walter Wager', 'Jeremy Passmore', 'Cynthia Cidre', 'Bobbie Ann Mason', 'Robb Cullen', 'Akira Kurosawa', 'Rod Amateau', 'Cinco Paul', 'Ken Daurio', 'Steve Carell', 'E.L. Doctorow', 'Warren Beatty', 'Steven E. de Souza', 'Roderick Thorp', 'Charles Webb', 'Vanessa Taylor', 'John Katzenbach', 'Skip Woods', 'Buck Henry', 'David Guion', 'Michael Handelman', 'Frank Pierson', 'Jason Smilovic', 'Marty Kaplan', 'Judd Apatow', 'Andre Fabrizio', 'Mel Brooks', 'Katja von Garnier', 'Kevin Jakubowski', 'Tim Calpin', 'Mitchell Kapner', 'Edward Zwick', 'Dr. Seuss', 'Luc Besson', 'Judith Viorst', 'Rob Lieber', 'Beth Henley', 'Rian Johnson', 'Sergio Pablos', 'Lorene Scafaria', 'John Francis Daley', 'Chad Kultgen', 'Tyler Mitchell', 'Peter Hedges', 'Ryne Douglas Pearson', 'Tom Wolfe', 'Bruce Willis', 'Garry Shandling', 'Mildred Cram', 'Steve Koren', 'Nat Faxon', 'Jim Rash', "Mark O'Keefe", 'Tom Stoppard', 'Mike Gunther', 'Mike Behrman', 'Blake Edwards', 'Rowdy Herrington', 'Michael Cristofer', 'E. Max Frye', 'Doug Richardson', 'Robert Crais', 'Leo McCarey', 'Martin Donovan', 'M. Night Shyamalan', 'Jeb Stuart', 'Dan Futterman', 'John Carlin', 'Nick Cassavetes']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Over the Hedge --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Over the Hedge --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   1.068408
Path Entropy(↓):  1.727719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie american buffalo
Start Entity:     American Buffalo
Gold Answer:      [['Dustin Hoffman', 'Dennis Franz', 'Sean Nelson']]
Predicted Ans:    Dustin Hoffman
Predicted Path:   American Buffalo --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Mr. Magorium's Wonder Emporium --[starred_actors]--> Dustin Hoffman
Path (Raw):       American Buffalo --[starred_actors]--> Dustin Hoffman --[(INV) starred_actors]--> Mr. Magorium's Wonder Emporium --[starred_actors]--> Dustin Hoffman
Neg LogProb(↓):   0.106406
Path Entropy(↓):  0.470562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie down in the delta
Start Entity:     Down in the Delta
Gold Answer:      [['2001', '2003', '1992', '1989', '2006', '1999', '1994', '1986']]
Predicted Ans:    1999
Predicted Path:   Down in the Delta --[starred_actors]--> Alfre Woodard --[(INV) starred_actors]--> Mumford --[release_year]--> 1999
Path (Raw):       Down in the Delta --[starred_actors]--> Alfre Woodard --[(INV) starred_actors]--> Mumford --[release_year]--> 1999
Neg LogProb(↓):   0.305683
Path Entropy(↓):  1.031768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by thor freudenthal starred who
Start Entity:     Thor Freudenthal
Gold Answer:      [['Rachael Harris', 'Robert Capron', 'Zachary Gordon', 'Steve Zahn', 'Don Cheadle', 'Emma Roberts', 'Johnny Simmons', 'Jake T. Austin']]
Predicted Ans:    Don Cheadle
Predicted Path:   Thor Freudenthal --[(INV) directed_by]--> Hotel for Dogs --[starred_actors]--> Don Cheadle
Path (Raw):       Thor Freudenthal --[No Operation]--> Thor Freudenthal --[(INV) directed_by]--> Hotel for Dogs --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.471241
Path Entropy(↓):  0.676095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie bikini beach
Start Entity:     Bikini Beach
Gold Answer:      [['1965']]
Predicted Ans:    1964
Predicted Path:   Bikini Beach --[written_by]--> William Asher --[(INV) written_by]--> Bikini Beach --[release_year]--> 1964
Path (Raw):       Bikini Beach --[written_by]--> William Asher --[(INV) written_by]--> Bikini Beach --[release_year]--> 1964
Neg LogProb(↓):   0.648773
Path Entropy(↓):  0.692119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by yoram kaniuk were directed by who
Start Entity:     Yoram Kaniuk
Gold Answer:      [['Paul Schrader']]
Predicted Ans:    Paul Schrader
Predicted Path:   Yoram Kaniuk --[(INV) written_by]--> Adam Resurrected --[directed_by]--> Paul Schrader
Path (Raw):       Yoram Kaniuk --[No Operation]--> Yoram Kaniuk --[(INV) written_by]--> Adam Resurrected --[directed_by]--> Paul Schrader
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
My awkward sexual adventure, when was it released
Start Entity:     My Awkward Sexual Adventure
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   My Awkward Sexual Adventure --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Path (Raw):       My Awkward Sexual Adventure --[release_year]--> 2012 --[(INV) release_year]--> Not Suitable for Children --[release_year]--> 2012
Neg LogProb(↓):   3.055671
Path Entropy(↓):  4.097359
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed hamburger hill
Start Entity:     Hamburger Hill
Gold Answer:      [['Hugh Leonard', 'Frederick Forsyth', 'Peter Straub', 'Allan Scott', 'Robin Hunter', 'Scott Cherry', 'Russell Hoban', 'Ken Solarz', 'Harold Pinter', 'W.W. Vought', 'Atom Egoyan', 'H.E. Bates', 'Michael Jenning']]
Predicted Ans:    Atom Egoyan
Predicted Path:   Hamburger Hill --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin --[written_by]--> Atom Egoyan
Path (Raw):       Hamburger Hill --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin --[written_by]--> Atom Egoyan
Neg LogProb(↓):   0.037171
Path Entropy(↓):  0.214799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for pressed
Start Entity:     Pressed
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Pressed --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Pressed --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.412671
Path Entropy(↓):  4.630783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by erin gray were in which genres
Start Entity:     Erin Gray
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Erin Gray --[(INV) starred_actors]--> Six Pack --[has_genre]--> Comedy
Path (Raw):       Erin Gray --[No Operation]--> Erin Gray --[(INV) starred_actors]--> Six Pack --[has_genre]--> Comedy
Neg LogProb(↓):   0.290879
Path Entropy(↓):  0.564950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film escape from new york were in which genres
Start Entity:     Escape from New York
Gold Answer:      [['Music', 'Drama', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Escape from New York --[written_by]--> Nick Castle --[(INV) written_by]--> Tap --[has_genre]--> Drama
Path (Raw):       Escape from New York --[written_by]--> Nick Castle --[(INV) written_by]--> Tap --[has_genre]--> Drama
Neg LogProb(↓):   0.861395
Path Entropy(↓):  0.702699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was anna hamilton phelan the writer of
Start Entity:     Anna Hamilton Phelan
Gold Answer:      [['Amelia']]
Predicted Ans:    Amelia
Predicted Path:   Anna Hamilton Phelan --[(INV) written_by]--> Amelia --[written_by]--> Susan Butler --[(INV) written_by]--> Amelia
Path (Raw):       Anna Hamilton Phelan --[(INV) written_by]--> Amelia --[written_by]--> Susan Butler --[(INV) written_by]--> Amelia
Neg LogProb(↓):   0.572938
Path Entropy(↓):  0.985206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the whistle blower
Start Entity:     The Whistle Blower
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Whistle Blower --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Whistle Blower --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.453982
Path Entropy(↓):  2.591472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of must love dogs
Start Entity:     Must Love Dogs
Gold Answer:      [['Bye Bye Love', 'Dad']]
Predicted Ans:    Must Love Dogs
Predicted Path:   Must Love Dogs --[written_by]--> Gary David Goldberg --[(INV) written_by]--> Must Love Dogs
Path (Raw):       Must Love Dogs --[No Operation]--> Must Love Dogs --[written_by]--> Gary David Goldberg --[(INV) written_by]--> Must Love Dogs
Neg LogProb(↓):   0.003837
Path Entropy(↓):  0.030017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie 50 / 50
Start Entity:     50/50
Gold Answer:      [['Jonathan Levine', 'Isaac Marion']]
Predicted Ans:    Jonathan Levine
Predicted Path:   50/50 --[directed_by]--> Jonathan Levine --[(INV) directed_by]--> The Wackness --[written_by]--> Jonathan Levine
Path (Raw):       50/50 --[directed_by]--> Jonathan Levine --[(INV) directed_by]--> The Wackness --[written_by]--> Jonathan Levine
Neg LogProb(↓):   0.776109
Path Entropy(↓):  0.770127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the intended director
Start Entity:     The Intended
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   The Intended --[directed_by]--> Kristian Levring --[(INV) directed_by]--> The Salvation --[in_language]--> Danish
Path (Raw):       The Intended --[directed_by]--> Kristian Levring --[(INV) directed_by]--> The Salvation --[in_language]--> Danish
Neg LogProb(↓):   0.000233
Path Entropy(↓):  0.002184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by ramin niami
Start Entity:     Ramin Niami
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ramin Niami --[(INV) directed_by]--> Somewhere in the City --[has_genre]--> Comedy
Path (Raw):       Ramin Niami --[No Operation]--> Ramin Niami --[(INV) directed_by]--> Somewhere in the City --[has_genre]--> Comedy
Neg LogProb(↓):   0.783731
Path Entropy(↓):  1.250941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the sisterhood of the traveling pants
Start Entity:     The Sisterhood of the Traveling Pants
Gold Answer:      [['Frank Miller', 'Patricia Cardoso', 'Beth Schacter', 'Fritz Lang', 'Peter Hyams', 'Julio DePietro', 'Takashi Shimizu', 'Sanaa Hamri', 'Robert Rodriguez', 'Todd Berger', 'Dean DeBlois', 'Chris Sanders', 'Rigoberto Castañeda', 'Zackary Adler', 'Vicky Jenson', 'Jerry LaMothe']]
Predicted Ans:    Dean DeBlois
Predicted Path:   The Sisterhood of the Traveling Pants --[starred_actors]--> America Ferrera --[(INV) starred_actors]--> How to Train Your Dragon --[directed_by]--> Dean DeBlois
Path (Raw):       The Sisterhood of the Traveling Pants --[starred_actors]--> America Ferrera --[(INV) starred_actors]--> How to Train Your Dragon --[directed_by]--> Dean DeBlois
Neg LogProb(↓):   0.844897
Path Entropy(↓):  1.299486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by tsai chin
Start Entity:     Tsai Chin
Gold Answer:      [['Jeremy Summers']]
Predicted Ans:    Jeremy Summers
Predicted Path:   Tsai Chin --[(INV) starred_actors]--> The Vengeance of Fu Manchu --[directed_by]--> Jeremy Summers
Path (Raw):       Tsai Chin --[No Operation]--> Tsai Chin --[(INV) starred_actors]--> The Vengeance of Fu Manchu --[directed_by]--> Jeremy Summers
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film breaking and entering
Start Entity:     Breaking and Entering
Gold Answer:      [['Anthony Minghella']]
Predicted Ans:    Anthony Minghella
Predicted Path:   Breaking and Entering --[directed_by]--> Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[directed_by]--> Anthony Minghella
Path (Raw):       Breaking and Entering --[directed_by]--> Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[directed_by]--> Anthony Minghella
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did philip haas direct
Start Entity:     Philip Haas
Gold Answer:      [['The Music of Chance', 'Lathe of Heaven', 'The Situation']]
Predicted Ans:    The Music of Chance
Predicted Path:   Philip Haas --[(INV) directed_by]--> The Music of Chance --[directed_by]--> Philip Haas --[(INV) directed_by]--> The Music of Chance
Path (Raw):       Philip Haas --[(INV) directed_by]--> The Music of Chance --[directed_by]--> Philip Haas --[(INV) directed_by]--> The Music of Chance
Neg LogProb(↓):   0.348291
Path Entropy(↓):  0.837574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is black tights in
Start Entity:     Black Tights
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Black Tights --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Black Tights --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.598763
Path Entropy(↓):  3.004444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of o brother, where art thou?
Start Entity:     O Brother, Where Art Thou?
Gold Answer:      [['Geoffrey Rush', 'Jennifer Jason Leigh', 'Oscar Isaac', 'Carey Mulligan', 'Julianne Moore', "Milo O'Shea", 'Maurice Roëves', 'Steve Buscemi', 'Silvana Mangano', 'Michael Caine', 'Anthony Quinn', 'George Clooney', 'Billy Bob Thornton', 'William H. Macy', 'Herbert Lom', 'Michael Badalucco', 'Frances McDormand', 'Josh Brolin', 'James Gandolfini', 'Peter Stormare', 'Irma P. Hall', 'John Malkovich', 'Shirley MacLaine', 'Alan Rickman', 'Paul Newman', 'Michael Stuhlbarg', 'Cecil Parker', 'Barbara Jefford', 'Jeff Bridges', 'Colin Firth', 'Kirk Douglas', 'John Goodman', 'Alec Guinness', 'Javier Bardem', 'Cedric the Entertainer', 'Tom Courtenay', 'Tom Hanks', 'Brad Pitt', 'Justin Timberlake', 'Tim Robbins', 'Marlon Wayans', 'Brian Cox', 'Tommy Lee Jones', 'Peter Sellers']]
Predicted Ans:    Ethan Coen
Predicted Path:   O Brother, Where Art Thou? --[written_by]--> Ethan Coen --[(INV) written_by]--> A Serious Man --[written_by]--> Ethan Coen
Path (Raw):       O Brother, Where Art Thou? --[written_by]--> Ethan Coen --[(INV) written_by]--> A Serious Man --[written_by]--> Ethan Coen
Neg LogProb(↓):   0.945200
Path Entropy(↓):  2.169134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - starred with bruce jones
Start Entity:     Bruce Jones
Gold Answer:      [['Ricky Tomlinson', 'Gemma Phoenix', 'Julie Brown']]
Predicted Ans:    Bruce Jones
Predicted Path:   Bruce Jones --[(INV) starred_actors]--> Raining Stones --[starred_actors]--> Bruce Jones
Path (Raw):       Bruce Jones --[No Operation]--> Bruce Jones --[(INV) starred_actors]--> Raining Stones --[starred_actors]--> Bruce Jones
Neg LogProb(↓):   0.003599
Path Entropy(↓):  0.026091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of movies written by the writer of the late george apley
Start Entity:     The Late George Apley
Gold Answer:      [['1933', '1948', '1957', '1942', '1938', '1929', '1953', '1935', '1937', '1956']]
Predicted Ans:    1938
Predicted Path:   The Late George Apley --[written_by]--> John P. Marquand --[(INV) written_by]--> Mysterious Mr. Moto --[release_year]--> 1938
Path (Raw):       The Late George Apley --[written_by]--> John P. Marquand --[(INV) written_by]--> Mysterious Mr. Moto --[release_year]--> 1938
Neg LogProb(↓):   0.172728
Path Entropy(↓):  0.695382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film father's little dividend
Start Entity:     Father's Little Dividend
Gold Answer:      [['Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Father's Little Dividend --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Path (Raw):       Father's Little Dividend --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Designing Woman --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.391960
Path Entropy(↓):  0.709762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the devil - doll
Start Entity:     The Devil-Doll
Gold Answer:      [["Maureen O'Sullivan", 'Lionel Barrymore']]
Predicted Ans:    Lionel Barrymore
Predicted Path:   The Devil-Doll --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> The Bells --[starred_actors]--> Lionel Barrymore
Path (Raw):       The Devil-Doll --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> The Bells --[starred_actors]--> Lionel Barrymore
Neg LogProb(↓):   0.008598
Path Entropy(↓):  0.061196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by david seals in
Start Entity:     David Seals
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   David Seals --[(INV) written_by]--> Powwow Highway --[has_genre]--> Drama
Path (Raw):       David Seals --[No Operation]--> David Seals --[(INV) written_by]--> Powwow Highway --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the pirates of penzance
Start Entity:     The Pirates of Penzance
Gold Answer:      [['Angela Lansbury', 'Kevin Kline', 'George Rose', 'Linda Ronstadt']]
Predicted Ans:    Kevin Kline
Predicted Path:   The Pirates of Penzance --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Emperor's Club --[starred_actors]--> Kevin Kline
Path (Raw):       The Pirates of Penzance --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Emperor's Club --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.595996
Path Entropy(↓):  1.542662
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the human desire director release
Start Entity:     Human Desire
Gold Answer:      [['1946', '1944', '1936', '1941', '2009', '1933', '1951', '1953', '2014', '1956', '1931', '1943', '2001', '1942', '1921', '1940', '1938', '1955', '1934', '1997', '1950', '1929', '1927', '1945', '1937', '1952']]
Predicted Ans:    1946
Predicted Path:   Human Desire --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Cloak and Dagger --[release_year]--> 1946
Path (Raw):       Human Desire --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Cloak and Dagger --[release_year]--> 1946
Neg LogProb(↓):   2.206386
Path Entropy(↓):  2.855921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film rampage starred which actors
Start Entity:     Rampage
Gold Answer:      [['Michael Biehn', 'Alex McArthur', 'Nicholas Campbell']]
Predicted Ans:    Brendan Fletcher
Predicted Path:   Rampage --[starred_actors]--> Brendan Fletcher --[(INV) starred_actors]--> The Law of Enclosures --[starred_actors]--> Brendan Fletcher
Path (Raw):       Rampage --[starred_actors]--> Brendan Fletcher --[(INV) starred_actors]--> The Law of Enclosures --[starred_actors]--> Brendan Fletcher
Neg LogProb(↓):   0.004524
Path Entropy(↓):  0.031416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie was takao okawara the director for
Start Entity:     Takao Okawara
Gold Answer:      [['Godzilla 2000', 'Godzilla vs. Mechagodzilla II', 'Godzilla vs. Destoroyah']]
Predicted Ans:    Godzilla vs. Mechagodzilla II
Predicted Path:   Takao Okawara --[(INV) directed_by]--> Godzilla 2000 --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Mechagodzilla II
Path (Raw):       Takao Okawara --[(INV) directed_by]--> Godzilla 2000 --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Mechagodzilla II
Neg LogProb(↓):   1.634922
Path Entropy(↓):  2.567232
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie a murder of crows
Start Entity:     A Murder of Crows
Gold Answer:      [['1988', '2000', '1948', '1992', '1989', '1993']]
Predicted Ans:    1988
Predicted Path:   A Murder of Crows --[directed_by]--> Rowdy Herrington --[(INV) directed_by]--> Jack's Back --[release_year]--> 1988
Path (Raw):       A Murder of Crows --[directed_by]--> Rowdy Herrington --[(INV) directed_by]--> Jack's Back --[release_year]--> 1988
Neg LogProb(↓):   0.076226
Path Entropy(↓):  0.342273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film walk of shame
Start Entity:     Walk of Shame
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Walk of Shame --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Walk of Shame --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.181643
Path Entropy(↓):  4.379169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does cab calloway act in
Start Entity:     Cab Calloway
Gold Answer:      [['The Blues Brothers']]
Predicted Ans:    The Blues Brothers
Predicted Path:   Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[starred_actors]--> James Brown --[(INV) starred_actors]--> The Blues Brothers
Path (Raw):       Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[starred_actors]--> James Brown --[(INV) starred_actors]--> The Blues Brothers
Neg LogProb(↓):   0.000183
Path Entropy(↓):  0.001971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed valentine's day
Start Entity:     Valentine's Day
Gold Answer:      [['Drama', 'Musical', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Valentine's Day --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[has_genre]--> Comedy
Path (Raw):       Valentine's Day --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[has_genre]--> Comedy
Neg LogProb(↓):   0.798305
Path Entropy(↓):  1.669941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ivry gitlis co - starred with who
Start Entity:     Ivry Gitlis
Gold Answer:      [['Roschdy Zem']]
Predicted Ans:    Roschdy Zem
Predicted Path:   Ivry Gitlis --[(INV) starred_actors]--> Sansa --[starred_actors]--> Roschdy Zem
Path (Raw):       Ivry Gitlis --[No Operation]--> Ivry Gitlis --[(INV) starred_actors]--> Sansa --[starred_actors]--> Roschdy Zem
Neg LogProb(↓):   0.008207
Path Entropy(↓):  0.047428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the peacemaker, when was it released
Start Entity:     The Peacemaker
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   The Peacemaker --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       The Peacemaker --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   2.635946
Path Entropy(↓):  4.156990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the sin of harold diddlebock director release
Start Entity:     The Sin of Harold Diddlebock
Gold Answer:      [['1948', '1944', '1942', '1940', '1941', '1984']]
Predicted Ans:    1944
Predicted Path:   The Sin of Harold Diddlebock --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[release_year]--> 1944
Path (Raw):       The Sin of Harold Diddlebock --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[release_year]--> 1944
Neg LogProb(↓):   0.878996
Path Entropy(↓):  1.645286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the comebacks
Start Entity:     The Comebacks
Gold Answer:      [['Tom Brady', 'Rob Schneider']]
Predicted Ans:    Rob Schneider
Predicted Path:   The Comebacks --[directed_by]--> Tom Brady --[(INV) directed_by]--> The Hot Chick --[written_by]--> Rob Schneider
Path (Raw):       The Comebacks --[directed_by]--> Tom Brady --[(INV) directed_by]--> The Hot Chick --[written_by]--> Rob Schneider
Neg LogProb(↓):   0.119294
Path Entropy(↓):  0.358475
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by raya martin
Start Entity:     Raya Martin
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Raya Martin --[(INV) directed_by]--> Independencia --[release_year]--> 2009
Path (Raw):       Raya Martin --[No Operation]--> Raya Martin --[(INV) directed_by]--> Independencia --[release_year]--> 2009
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies together with scott alexander
Start Entity:     Scott Alexander
Gold Answer:      [['Larry Karaszewski']]
Predicted Ans:    Scott Alexander
Predicted Path:   Scott Alexander --[(INV) directed_by]--> Screwed --[directed_by]--> Scott Alexander
Path (Raw):       Scott Alexander --[No Operation]--> Scott Alexander --[(INV) directed_by]--> Screwed --[directed_by]--> Scott Alexander
Neg LogProb(↓):   0.000433
Path Entropy(↓):  0.003786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film yankee doodle dandy
Start Entity:     Yankee Doodle Dandy
Gold Answer:      [['1946', '1944', '1959', '1936', '1941', '1984', '2007', '1963', '1939', '1933', '1957', '1951', '2010', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1981', '1961', '1955', '1934', '1949', '1950', '1960', '1945', '1937']]
Predicted Ans:    1946
Predicted Path:   Yankee Doodle Dandy --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       Yankee Doodle Dandy --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   0.969461
Path Entropy(↓):  1.952000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of theresa saldana acted films
Start Entity:     Theresa Saldana
Gold Answer:      [['Nechama Tec', 'Edward Zwick']]
Predicted Ans:    Edward Zwick
Predicted Path:   Theresa Saldana --[(INV) starred_actors]--> Defiance --[written_by]--> Edward Zwick
Path (Raw):       Theresa Saldana --[No Operation]--> Theresa Saldana --[(INV) starred_actors]--> Defiance --[written_by]--> Edward Zwick
Neg LogProb(↓):   0.029127
Path Entropy(↓):  0.146874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in being there
Start Entity:     Being There
Gold Answer:      [['Jack Warden', 'Shirley MacLaine', 'Melvyn Douglas', 'Peter Sellers']]
Predicted Ans:    Melvyn Douglas
Predicted Path:   Being There --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Theodora Goes Wild --[starred_actors]--> Melvyn Douglas
Path (Raw):       Being There --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> Theodora Goes Wild --[starred_actors]--> Melvyn Douglas
Neg LogProb(↓):   0.574858
Path Entropy(↓):  0.813866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by david lochary
Start Entity:     David Lochary
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   David Lochary --[(INV) starred_actors]--> Pink Flamingos --[has_genre]--> Comedy
Path (Raw):       David Lochary --[No Operation]--> David Lochary --[(INV) starred_actors]--> Pink Flamingos --[has_genre]--> Comedy
Neg LogProb(↓):   0.440305
Path Entropy(↓):  0.890464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by shane black were released in which years
Start Entity:     Shane Black
Gold Answer:      [['1996', '2005', '2013', '1987']]
Predicted Ans:    2005
Predicted Path:   Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Path (Raw):       Shane Black --[No Operation]--> Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Neg LogProb(↓):   0.531005
Path Entropy(↓):  0.976590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the ghost goes west also appears in which movies
Start Entity:     The Ghost Goes West
Gold Answer:      [['Operator 13', 'The Adventures of Tartu', 'The 39 Steps', 'The Inn of the Sixth Happiness', 'The Count of Monte Cristo', 'The Winslow Boy', 'Goodbye, Mr. Chips', 'Mantrap', "Adventures of Kitty O'Day"]]
Predicted Ans:    The Winslow Boy
Predicted Path:   The Ghost Goes West --[starred_actors]--> Robert Donat --[(INV) starred_actors]--> The Winslow Boy
Path (Raw):       The Ghost Goes West --[starred_actors]--> Robert Donat --[No Operation]--> Robert Donat --[(INV) starred_actors]--> The Winslow Boy
Neg LogProb(↓):   0.322954
Path Entropy(↓):  0.794423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer melissa painter
Start Entity:     Melissa Painter
Gold Answer:      [['Eric Roberts', 'Tomas Arana', 'Daryl Hannah', 'Clea DuVall']]
Predicted Ans:    Eric Roberts
Predicted Path:   Melissa Painter --[(INV) written_by]--> Wildflowers --[starred_actors]--> Eric Roberts
Path (Raw):       Melissa Painter --[No Operation]--> Melissa Painter --[(INV) written_by]--> Wildflowers --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.014830
Path Entropy(↓):  0.085601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the ten was written by who
Start Entity:     The Ten
Gold Answer:      [['Ken Marino', 'David Wain']]
Predicted Ans:    David Wain
Predicted Path:   The Ten --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer --[written_by]--> David Wain
Path (Raw):       The Ten --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer --[written_by]--> David Wain
Neg LogProb(↓):   0.030482
Path Entropy(↓):  0.154568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie dark mirror starred who
Start Entity:     Dark Mirror
Gold Answer:      [['Lupe Ontiveros', 'David Chisum', 'Lisa Vidal', 'Joshua Pelegrin']]
Predicted Ans:    David Chisum
Predicted Path:   Dark Mirror --[starred_actors]--> David Chisum --[(INV) starred_actors]--> Dark Mirror --[starred_actors]--> David Chisum
Path (Raw):       Dark Mirror --[starred_actors]--> David Chisum --[(INV) starred_actors]--> Dark Mirror --[starred_actors]--> David Chisum
Neg LogProb(↓):   0.109621
Path Entropy(↓):  0.483354
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie disaster movie
Start Entity:     Disaster Movie
Gold Answer:      [['Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Aaron Seltzer
Predicted Path:   Disaster Movie --[written_by]--> Aaron Seltzer --[(INV) written_by]--> Vampires Suck --[written_by]--> Aaron Seltzer
Path (Raw):       Disaster Movie --[written_by]--> Aaron Seltzer --[(INV) written_by]--> Vampires Suck --[written_by]--> Aaron Seltzer
Neg LogProb(↓):   0.295559
Path Entropy(↓):  0.838104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of combat shock were directed by who
Start Entity:     Combat Shock
Gold Answer:      [['Richard Stanley', 'David Gregory', 'Douglas Buck', 'Tom Savini', 'Buddy Giovinazzo', 'Karim Hussain']]
Predicted Ans:    Richard Stanley
Predicted Path:   Combat Shock --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre --[directed_by]--> Richard Stanley
Path (Raw):       Combat Shock --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre --[directed_by]--> Richard Stanley
Neg LogProb(↓):   0.029822
Path Entropy(↓):  0.166470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film earthlings were in which languages
Start Entity:     Earthlings
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Earthlings --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> It's All About Love --[in_language]--> English
Path (Raw):       Earthlings --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> It's All About Love --[in_language]--> English
Neg LogProb(↓):   0.002056
Path Entropy(↓):  0.017438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor eleanor tomlinson co - starred with who
Start Entity:     Eleanor Tomlinson
Gold Answer:      [['Stanley Tucci', 'Nicholas Hoult', 'Ewan McGregor']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Eleanor Tomlinson --[(INV) starred_actors]--> Jack the Giant Slayer --[starred_actors]--> Ewan McGregor
Path (Raw):       Eleanor Tomlinson --[No Operation]--> Eleanor Tomlinson --[(INV) starred_actors]--> Jack the Giant Slayer --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.520725
Path Entropy(↓):  0.781649
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did george tiller act in
Start Entity:     George Tiller
Gold Answer:      [['After Tiller']]
Predicted Ans:    After Tiller
Predicted Path:   George Tiller --[(INV) starred_actors]--> After Tiller --[starred_actors]--> George Tiller --[(INV) starred_actors]--> After Tiller
Path (Raw):       George Tiller --[(INV) starred_actors]--> After Tiller --[starred_actors]--> George Tiller --[(INV) starred_actors]--> After Tiller
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by trapped actors
Start Entity:     Trapped
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Trapped --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[in_language]--> French
Path (Raw):       Trapped --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[in_language]--> French
Neg LogProb(↓):   0.219976
Path Entropy(↓):  0.508216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of a promise
Start Entity:     A Promise
Gold Answer:      [['Sandrine Bonnaire', 'Anna Galiena', 'Michel Blanc', 'Jean Rochefort', 'Juliette Binoche', 'Daniel Auteuil', 'Emir Kusturica']]
Predicted Ans:    Michel Blanc
Predicted Path:   A Promise --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[starred_actors]--> Michel Blanc
Path (Raw):       A Promise --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[starred_actors]--> Michel Blanc
Neg LogProb(↓):   0.798915
Path Entropy(↓):  1.508450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with another thin man fall under
Start Entity:     Another Thin Man
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Another Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Path (Raw):       Another Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Neg LogProb(↓):   0.601564
Path Entropy(↓):  1.561531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by lolita davidovich were in which genres
Start Entity:     Lolita Davidovich
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Lolita Davidovich --[(INV) starred_actors]--> Boiling Point --[has_genre]--> Action
Path (Raw):       Lolita Davidovich --[No Operation]--> Lolita Davidovich --[(INV) starred_actors]--> Boiling Point --[has_genre]--> Action
Neg LogProb(↓):   0.100320
Path Entropy(↓):  0.390492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by alexandre moors
Start Entity:     Alexandre Moors
Gold Answer:      [['Tequan Richmond', 'Isaiah Washington']]
Predicted Ans:    Isaiah Washington
Predicted Path:   Alexandre Moors --[(INV) directed_by]--> Blue Caprice --[starred_actors]--> Isaiah Washington
Path (Raw):       Alexandre Moors --[No Operation]--> Alexandre Moors --[(INV) directed_by]--> Blue Caprice --[starred_actors]--> Isaiah Washington
Neg LogProb(↓):   0.022190
Path Entropy(↓):  0.105520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of three smart girls grow up
Start Entity:     Three Smart Girls Grow Up
Gold Answer:      [['The Singing Nun', 'My Cousin Rachel', 'It Started with Eve', 'Mr. Hobbs Takes a Vacation', 'Good Morning, Miss Dove', 'Three Smart Girls', 'A Man Called Peter', 'The Inspector General', "The Bishop's Wife", 'My Blue Heaven', 'Dear Brigitte', 'Come to the Stable', 'The Story of Ruth', 'First Love', 'No Highway in the Sky', "Take Her, She's Mine", 'My Man Godfrey', 'Two Sisters from Boston', 'Désirée', 'Harvey', 'One Hundred Men and a Girl', 'The Robe']]
Predicted Ans:    The Robe
Predicted Path:   Three Smart Girls Grow Up --[directed_by]--> Henry Koster --[(INV) directed_by]--> The Robe
Path (Raw):       Three Smart Girls Grow Up --[directed_by]--> Henry Koster --[(INV) directed_by]--> The Robe --[No Operation]--> The Robe
Neg LogProb(↓):   1.518176
Path Entropy(↓):  2.029469
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the terminator
Start Entity:     The Terminator
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'J. Lee Thompson', 'Peter Hyams', 'Paul Michael Glaser', 'Harley Cokeliss', 'Ivan Reitman', 'Charles Winkler', 'Richard Fleischer', 'John Milius', 'James Cameron', 'Bob Rafelson', 'William Friedkin', 'James Toback', 'Holly Goldberg Sloan', 'Xavier Gens', 'Christopher Coppola', 'Donald P. Borchers', 'Robert Aldrich', 'Mikael Håfström', 'Chuck Russell', 'Roger Spottiswoode', 'Anthony Mann', 'Martin Ritt', 'Franc Roddam', 'Paul Verhoeven', 'Andrew Davis', 'Stefan Ruzowitzky', 'Chi Muoi Lo', 'Marcus Nispel', 'George Butler', 'Jonathan Frakes', 'Alfred Hitchcock', 'George P. Cosmatos', 'Hal Needham', 'John Guillermin', 'David Ayer', 'John McTiernan', 'Brian Levant', 'Uwe Boll', 'Len Wiseman', 'Mark L. Lester', 'Patrick Hughes', 'Fritz Kiersch', 'Uli Edel', 'Geoffrey Wright', 'John Irvin', 'Barbara Kopple', 'Bruce Beresford']]
Predicted Ans:    Walter Hill
Predicted Path:   The Terminator --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Path (Raw):       The Terminator --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.843510
Path Entropy(↓):  2.009651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of solarbabies starred who
Start Entity:     Solarbabies
Gold Answer:      [['Jack Benny', 'Robert Stack', 'Carole Lombard', 'Ronny Graham', 'Felix Bressart']]
Predicted Ans:    Carole Lombard
Predicted Path:   Solarbabies --[directed_by]--> Alan Johnson --[(INV) directed_by]--> To Be or Not to Be --[starred_actors]--> Carole Lombard
Path (Raw):       Solarbabies --[directed_by]--> Alan Johnson --[(INV) directed_by]--> To Be or Not to Be --[starred_actors]--> Carole Lombard
Neg LogProb(↓):   0.222113
Path Entropy(↓):  0.543837
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the secret lives of dentists
Start Entity:     The Secret Lives of Dentists
Gold Answer:      [['Alan Rudolph']]
Predicted Ans:    Alan Rudolph
Predicted Path:   The Secret Lives of Dentists --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Path (Raw):       The Secret Lives of Dentists --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   0.294863
Path Entropy(↓):  1.000323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the man of the year also appears in which movies
Start Entity:     The Man of the Year
Gold Answer:      [['Orfeu', 'Woman on Top']]
Predicted Ans:    Orfeu
Predicted Path:   The Man of the Year --[starred_actors]--> Murilo Benício --[(INV) starred_actors]--> Orfeu
Path (Raw):       The Man of the Year --[starred_actors]--> Murilo Benício --[No Operation]--> Murilo Benício --[(INV) starred_actors]--> Orfeu
Neg LogProb(↓):   0.160881
Path Entropy(↓):  0.437873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by edna anhalt
Start Entity:     Edna Anhalt
Gold Answer:      [['Theodore Bikel', 'Frank Sinatra', 'Cary Grant', 'Sophia Loren']]
Predicted Ans:    Cary Grant
Predicted Path:   Edna Anhalt --[(INV) written_by]--> The Pride and the Passion --[starred_actors]--> Cary Grant
Path (Raw):       Edna Anhalt --[No Operation]--> Edna Anhalt --[(INV) written_by]--> The Pride and the Passion --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.001465
Path Entropy(↓):  0.011180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film star maps were released in which years
Start Entity:     Star Maps
Gold Answer:      [['2011', '2014', '2002', '2009']]
Predicted Ans:    2014
Predicted Path:   Star Maps --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[release_year]--> 2014
Path (Raw):       Star Maps --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[release_year]--> 2014
Neg LogProb(↓):   0.716718
Path Entropy(↓):  1.022182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by nan martin
Start Entity:     Nan Martin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nan Martin --[(INV) starred_actors]--> For Love of Ivy --[has_genre]--> Comedy
Path (Raw):       Nan Martin --[No Operation]--> Nan Martin --[(INV) starred_actors]--> For Love of Ivy --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film breaking the waves
Start Entity:     Breaking the Waves
Gold Answer:      [['Philip Saville', 'Paul Thomas Anderson', 'Stephen Hopkins', 'Marleen Gorris', 'Richard E. Grant', 'Alan Rudolph', 'Chris Noonan', 'Steven Spielberg', 'Julian Fellowes', 'Alan Parker']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Breaking the Waves --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> Trixie --[directed_by]--> Alan Rudolph
Path (Raw):       Breaking the Waves --[starred_actors]--> Emily Watson --[(INV) starred_actors]--> Trixie --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   0.466047
Path Entropy(↓):  1.036888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of oris erhuero acted films
Start Entity:     Oris Erhuero
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Oris Erhuero --[(INV) starred_actors]--> Sometimes in April --[release_year]--> 2005
Path (Raw):       Oris Erhuero --[No Operation]--> Oris Erhuero --[(INV) starred_actors]--> Sometimes in April --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by martin caidin starred who
Start Entity:     Martin Caidin
Gold Answer:      [['David Janssen', 'Richard Crenna', 'Lee Majors', 'Gregory Peck', 'James Franciscus']]
Predicted Ans:    Lee Majors
Predicted Path:   Martin Caidin --[(INV) written_by]--> The Six Million Dollar Man --[starred_actors]--> Lee Majors
Path (Raw):       Martin Caidin --[No Operation]--> Martin Caidin --[(INV) written_by]--> The Six Million Dollar Man --[starred_actors]--> Lee Majors
Neg LogProb(↓):   0.020973
Path Entropy(↓):  0.100963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the world unseen
Start Entity:     The World Unseen
Gold Answer:      [['Deepa Mehta', 'Dilip Mehta', 'Shamim Sarif']]
Predicted Ans:    Shamim Sarif
Predicted Path:   The World Unseen --[starred_actors]--> Lisa Ray --[(INV) starred_actors]--> I Can't Think Straight --[directed_by]--> Shamim Sarif
Path (Raw):       The World Unseen --[starred_actors]--> Lisa Ray --[(INV) starred_actors]--> I Can't Think Straight --[directed_by]--> Shamim Sarif
Neg LogProb(↓):   0.048399
Path Entropy(↓):  0.218546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with anne nelson
Start Entity:     Anne Nelson
Gold Answer:      [['Jim Simpson']]
Predicted Ans:    Anne Nelson
Predicted Path:   Anne Nelson --[(INV) written_by]--> The Guys --[written_by]--> Anne Nelson
Path (Raw):       Anne Nelson --[No Operation]--> Anne Nelson --[(INV) written_by]--> The Guys --[written_by]--> Anne Nelson
Neg LogProb(↓):   0.640272
Path Entropy(↓):  0.691948
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the bribe are written by who
Start Entity:     The Bribe
Gold Answer:      [['Guy Bolton', 'Rachel Crothers', 'Vicki Baum', 'Miklós László', 'Jane Austen', 'Leroy Scott', 'Lew Lipton', 'Charles Lederer', 'Sidney Sheldon', 'Hanns Kräly', 'John Taintor Foote', 'James Warner Bellah', 'John Meehan', 'Zelda Sears', 'Ursula Parrott', 'Frederick Kohner', 'Aldous Huxley', 'S.K. Lauren', 'Helen Jerome', 'Ralph Block', 'Jane Hall', 'Anita Loos', 'Bella Spewack', 'John P. Marquand', 'Rida Johnson Young']]
Predicted Ans:    James Warner Bellah
Predicted Path:   The Bribe --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[written_by]--> James Warner Bellah
Path (Raw):       The Bribe --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[written_by]--> James Warner Bellah
Neg LogProb(↓):   0.345745
Path Entropy(↓):  0.894752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by carlos cuaron
Start Entity:     Carlos Cuarón
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Carlos Cuarón --[(INV) written_by]--> Rudo y Cursi --[has_genre]--> Comedy
Path (Raw):       Carlos Cuarón --[No Operation]--> Carlos Cuarón --[(INV) written_by]--> Rudo y Cursi --[has_genre]--> Comedy
Neg LogProb(↓):   0.515595
Path Entropy(↓):  0.674194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
David winkler was the director of which films
Start Entity:     David Winkler
Gold Answer:      [['Devour']]
Predicted Ans:    Devour
Predicted Path:   David Winkler --[(INV) directed_by]--> Devour --[directed_by]--> David Winkler --[(INV) directed_by]--> Devour
Path (Raw):       David Winkler --[(INV) directed_by]--> Devour --[directed_by]--> David Winkler --[(INV) directed_by]--> Devour
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by noam chomsky
Start Entity:     Noam Chomsky
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[has_genre]--> Documentary
Path (Raw):       Noam Chomsky --[No Operation]--> Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[has_genre]--> Documentary
Neg LogProb(↓):   0.004404
Path Entropy(↓):  0.029743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed audrey rose
Start Entity:     Audrey Rose
Gold Answer:      [['Nelson Gidding', 'Don Mankiewicz', 'Barbara Graham', 'Ed Montgomery', 'N. Richard Nash', 'Hugh Gray', 'John Twist', 'Michael Crichton', 'Howard Lindsay', 'Russel Crouse', 'Harry Bates', 'Edmund H. North', 'Ernest Lehman', 'William Link', 'Jack Schaefer', 'Michael M. Mooney', 'Richard Levinson', 'Robert Louis Stevenson', 'Rocky Graziano', 'Val Lewton', 'DeWitt Bodeen', 'William P. McGivern', 'William Gibson', 'Cornelia Baird Gross', 'Luke Short', 'Abraham Polonsky', 'Cameron Hawley', 'Shirley Jackson', 'Bob Byington', 'Art Cohn', 'Joseph Moncure March', 'John O. Killens', 'Robert Anderson', 'Arthur Laurents', 'William Fairchild', 'Richard McKenna', 'Jerome Robbins']]
Predicted Ans:    Edmund H. North
Predicted Path:   Audrey Rose --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[written_by]--> Edmund H. North
Path (Raw):       Audrey Rose --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Day the Earth Stood Still --[written_by]--> Edmund H. North
Neg LogProb(↓):   1.156987
Path Entropy(↓):  1.686705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with frances hodgson burnett
Start Entity:     Frances Hodgson Burnett
Gold Answer:      [['Ethel Hill', 'Walter Ferris', 'Robert Ardrey']]
Predicted Ans:    Robert Ardrey
Predicted Path:   Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden --[written_by]--> Robert Ardrey
Path (Raw):       Frances Hodgson Burnett --[No Operation]--> Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden --[written_by]--> Robert Ardrey
Neg LogProb(↓):   1.389327
Path Entropy(↓):  1.988349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the groove tube
Start Entity:     The Groove Tube
Gold Answer:      [['John Landis', 'William Friedkin', 'Colin Higgins', 'John Carpenter', 'Stephen Herek', 'George Roy Hill', 'Stephen Kessler', 'Jay Sandrich', 'Ken Shapiro', 'Peter Hewitt', 'Harold Ramis', 'Michael Ritchie']]
Predicted Ans:    Stephen Herek
Predicted Path:   The Groove Tube --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Path (Raw):       The Groove Tube --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[directed_by]--> Stephen Herek
Neg LogProb(↓):   0.351112
Path Entropy(↓):  1.031912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in an american rhapsody
Start Entity:     An American Rhapsody
Gold Answer:      [['1980', '2008', '2003', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2010', '2004', '1982', '2014', '1994', '1983', '1948', '1942', '2002', '2013', '2000', '1997', '2005']]
Predicted Ans:    1994
Predicted Path:   An American Rhapsody --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Terminal Velocity --[release_year]--> 1994
Path (Raw):       An American Rhapsody --[starred_actors]--> Nastassja Kinski --[(INV) starred_actors]--> Terminal Velocity --[release_year]--> 1994
Neg LogProb(↓):   0.537199
Path Entropy(↓):  1.429581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the secret of dr. kildare were released in which years
Start Entity:     The Secret of Dr. Kildare
Gold Answer:      [['1945', '1942']]
Predicted Ans:    1945
Predicted Path:   The Secret of Dr. Kildare --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[release_year]--> 1945
Path (Raw):       The Secret of Dr. Kildare --[directed_by]--> Harold S. Bucquet --[(INV) directed_by]--> Without Love --[release_year]--> 1945
Neg LogProb(↓):   0.013442
Path Entropy(↓):  0.077246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of searching for bobby fischer
Start Entity:     Searching for Bobby Fischer
Gold Answer:      [['Suspect Zero', 'Forget Paris', 'Gandhi', 'Pleasantville', 'Yes', 'Queens Logic', "Baby's Day Out", 'The Triumph of Love', 'The Crucible', 'Death and the Maiden', 'Bugsy', 'Homicide', 'Nixon', 'The Upside of Anger', 'Species', 'Elegy', 'The Contender', 'Edmond', 'The Confession', 'Fifty Dead Men Walking', 'Favorite Deadly Sins', 'Thinner', 'Things Change', 'The Boxtrolls', 'The Last Legion', 'House of Sand and Fog', 'Lonely Street', 'Without a Clue', 'Sexy Beast', 'Harem', 'You Kill Me', 'The Wackness', 'Alice', 'The Assignment', 'Body of Evidence', 'Jerry and Tom', 'Zeisters', 'The Ice Storm', "Pascali's Island", 'Trumbo', 'The Wonderful Ice Cream Suit', "Schindler's List", 'House of Games', 'Turtle Diary', 'Hugo', 'Transsiberian', 'Underworld', 'Compulsion', 'A Common Man', 'Alice in Wonderland']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Searching for Bobby Fischer --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Searching for Bobby Fischer --[starred_actors]--> Ben Kingsley --[No Operation]--> Ben Kingsley --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   0.457707
Path Entropy(↓):  1.256884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by dream lover actors
Start Entity:     Dream Lover
Gold Answer:      [['Brian Fair Berkey', 'Mark Frost', 'Kevin Wade', 'Paul Haggis', 'Daniel Chuba', 'David C. Wilson', 'Damian Harris', 'Roland Emmerich', 'Jim Harrison', 'Edward Rugoff', 'William Malone', 'Rowdy Herrington', 'Steven Shainberg', 'Mary Gaitskill', 'David Koepp', 'Martin Amis', 'Wesley Strick', 'David Cronenberg', 'Glenn Savan', 'Bret Easton Ellis', 'Ted Tally', 'Alvin Sargent', 'Dean Devlin', 'Michael Gottlieb', 'Paul Auster', 'Richard Dooling', 'Philip Haas']]
Predicted Ans:    Paul Haggis
Predicted Path:   Dream Lover --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[written_by]--> Paul Haggis
Path (Raw):       Dream Lover --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[written_by]--> Paul Haggis
Neg LogProb(↓):   0.935207
Path Entropy(↓):  1.515326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie she's the one were in which genres
Start Entity:     She's the One
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   She's the One --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One --[has_genre]--> Comedy
Path (Raw):       She's the One --[directed_by]--> Edward Burns --[(INV) directed_by]--> She's the One --[has_genre]--> Comedy
Neg LogProb(↓):   1.124407
Path Entropy(↓):  2.208622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote flakes
Start Entity:     Flakes
Gold Answer:      [['2006']]
Predicted Ans:    2007
Predicted Path:   Flakes --[written_by]--> Karey Kirkpatrick --[(INV) written_by]--> Flakes --[release_year]--> 2007
Path (Raw):       Flakes --[written_by]--> Karey Kirkpatrick --[(INV) written_by]--> Flakes --[release_year]--> 2007
Neg LogProb(↓):   0.500602
Path Entropy(↓):  0.974505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films directed by bryan fogel
Start Entity:     Bryan Fogel
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bryan Fogel --[(INV) directed_by]--> Jewtopia --[has_genre]--> Comedy
Path (Raw):       Bryan Fogel --[No Operation]--> Bryan Fogel --[(INV) directed_by]--> Jewtopia --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of proof also wrote which films
Start Entity:     Proof
Gold Answer:      [['The Ballad of Jack and Rose', 'The Lake House', 'The Private Lives of Pippa Lee', 'Angela', 'The Girl in the Park']]
Predicted Ans:    Proof
Predicted Path:   Proof --[written_by]--> David Auburn --[(INV) written_by]--> Proof
Path (Raw):       Proof --[written_by]--> David Auburn --[(INV) written_by]--> Proof --[No Operation]--> Proof
Neg LogProb(↓):   0.052344
Path Entropy(↓):  0.211717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by akira inoue were in which languages
Start Entity:     Akira Inoue
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Akira Inoue --[(INV) directed_by]--> Zatoichi's Revenge --[in_language]--> Japanese
Path (Raw):       Akira Inoue --[No Operation]--> Akira Inoue --[(INV) directed_by]--> Zatoichi's Revenge --[in_language]--> Japanese
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by bradley pierce
Start Entity:     Bradley Pierce
Gold Answer:      [['Joe Johnston']]
Predicted Ans:    Joe Johnston
Predicted Path:   Bradley Pierce --[(INV) starred_actors]--> Jumanji --[directed_by]--> Joe Johnston
Path (Raw):       Bradley Pierce --[No Operation]--> Bradley Pierce --[(INV) starred_actors]--> Jumanji --[directed_by]--> Joe Johnston
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote psycho beach party
Start Entity:     Psycho Beach Party
Gold Answer:      [['2003']]
Predicted Ans:    2000
Predicted Path:   Psycho Beach Party --[written_by]--> Charles Busch --[(INV) written_by]--> Psycho Beach Party --[release_year]--> 2000
Path (Raw):       Psycho Beach Party --[written_by]--> Charles Busch --[(INV) written_by]--> Psycho Beach Party --[release_year]--> 2000
Neg LogProb(↓):   0.130292
Path Entropy(↓):  0.371209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the film my best girl
Start Entity:     My Best Girl
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   My Best Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       My Best Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.282290
Path Entropy(↓):  4.539555
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of lisa nicole carson acted films
Start Entity:     Lisa Nicole Carson
Gold Answer:      [['Theodore Witcher']]
Predicted Ans:    Theodore Witcher
Predicted Path:   Lisa Nicole Carson --[(INV) starred_actors]--> Love Jones --[written_by]--> Theodore Witcher
Path (Raw):       Lisa Nicole Carson --[No Operation]--> Lisa Nicole Carson --[(INV) starred_actors]--> Love Jones --[written_by]--> Theodore Witcher
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by peter huyck released
Start Entity:     Peter Huyck
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Peter Huyck --[(INV) written_by]--> A Good Old Fashioned Orgy --[release_year]--> 2011
Path (Raw):       Peter Huyck --[No Operation]--> Peter Huyck --[(INV) written_by]--> A Good Old Fashioned Orgy --[release_year]--> 2011
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in judgment at nuremberg
Start Entity:     Judgment at Nuremberg
Gold Answer:      [['Romance', 'Western', 'Musical', 'Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Judgment at Nuremberg --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Broken Lance --[has_genre]--> Western
Path (Raw):       Judgment at Nuremberg --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Broken Lance --[has_genre]--> Western
Neg LogProb(↓):   1.734219
Path Entropy(↓):  2.664004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of pandaemonium
Start Entity:     Pandaemonium
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Pandaemonium --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Pandaemonium --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.971709
Path Entropy(↓):  4.230159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by taavi eelmaa
Start Entity:     Taavi Eelmaa
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Taavi Eelmaa --[(INV) starred_actors]--> The Temptation of St. Tony --[release_year]--> 2009
Path (Raw):       Taavi Eelmaa --[No Operation]--> Taavi Eelmaa --[(INV) starred_actors]--> The Temptation of St. Tony --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of jesus of montreal also directed which films
Start Entity:     Jesus of Montreal
Gold Answer:      [['Days of Darkness', 'The Barbarian Invasions', 'The Decline of the American Empire', 'Stardom']]
Predicted Ans:    The Barbarian Invasions
Predicted Path:   Jesus of Montreal --[directed_by]--> Denys Arcand --[(INV) directed_by]--> The Barbarian Invasions
Path (Raw):       Jesus of Montreal --[directed_by]--> Denys Arcand --[(INV) directed_by]--> The Barbarian Invasions --[No Operation]--> The Barbarian Invasions
Neg LogProb(↓):   0.824516
Path Entropy(↓):  1.314446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director fernando eimbcke
Start Entity:     Fernando Eimbcke
Gold Answer:      [['Hector Herrera']]
Predicted Ans:    Hector Herrera
Predicted Path:   Fernando Eimbcke --[(INV) directed_by]--> Lake Tahoe --[starred_actors]--> Hector Herrera
Path (Raw):       Fernando Eimbcke --[No Operation]--> Fernando Eimbcke --[(INV) directed_by]--> Lake Tahoe --[starred_actors]--> Hector Herrera
Neg LogProb(↓):   0.002995
Path Entropy(↓):  0.020754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for james and the giant peach
Start Entity:     James and the Giant Peach
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   James and the Giant Peach --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Path (Raw):       James and the Giant Peach --[has_genre]--> Animation --[(INV) has_genre]--> A Town Called Panic --[has_genre]--> Animation
Neg LogProb(↓):   0.574138
Path Entropy(↓):  1.167300
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the red violin were in which genres
Start Entity:     The Red Violin
Gold Answer:      [['Music']]
Predicted Ans:    Drama
Predicted Path:   The Red Violin --[directed_by]--> François Girard --[(INV) directed_by]--> The Red Violin --[has_genre]--> Drama
Path (Raw):       The Red Violin --[directed_by]--> François Girard --[(INV) directed_by]--> The Red Violin --[has_genre]--> Drama
Neg LogProb(↓):   0.014348
Path Entropy(↓):  0.075156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by harland williams
Start Entity:     Harland Williams
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Harland Williams --[(INV) starred_actors]--> Superstar --[has_genre]--> Comedy
Path (Raw):       Harland Williams --[No Operation]--> Harland Williams --[(INV) starred_actors]--> Superstar --[has_genre]--> Comedy
Neg LogProb(↓):   0.052281
Path Entropy(↓):  0.230620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote blue sunshine
Start Entity:     Blue Sunshine
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Blue Sunshine --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Just Before Dawn --[has_genre]--> Horror
Path (Raw):       Blue Sunshine --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Just Before Dawn --[has_genre]--> Horror
Neg LogProb(↓):   0.297998
Path Entropy(↓):  0.632681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by richard brenne fall under
Start Entity:     Richard Brenne
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Richard Brenne --[(INV) written_by]--> Class Act --[has_genre]--> Comedy
Path (Raw):       Richard Brenne --[No Operation]--> Richard Brenne --[(INV) written_by]--> Class Act --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did brian askew write
Start Entity:     Brian Askew
Gold Answer:      [['Formosa Betrayed']]
Predicted Ans:    Formosa Betrayed
Predicted Path:   Brian Askew --[(INV) written_by]--> Formosa Betrayed --[written_by]--> Will Tiao --[(INV) written_by]--> Formosa Betrayed
Path (Raw):       Brian Askew --[(INV) written_by]--> Formosa Betrayed --[written_by]--> Will Tiao --[(INV) written_by]--> Formosa Betrayed
Neg LogProb(↓):   0.373939
Path Entropy(↓):  0.850459
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by lauren hutton
Start Entity:     Lauren Hutton
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Lauren Hutton --[(INV) starred_actors]--> Fear --[has_genre]--> Thriller
Path (Raw):       Lauren Hutton --[No Operation]--> Lauren Hutton --[(INV) starred_actors]--> Fear --[has_genre]--> Thriller
Neg LogProb(↓):   0.693166
Path Entropy(↓):  0.693385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by l. m. kit carson
Start Entity:     L.M. Kit Carson
Gold Answer:      [['Dean Stockwell', 'Harry Dean Stanton']]
Predicted Ans:    Dean Stockwell
Predicted Path:   L.M. Kit Carson --[(INV) written_by]--> Paris, Texas --[starred_actors]--> Dean Stockwell
Path (Raw):       L.M. Kit Carson --[No Operation]--> L.M. Kit Carson --[(INV) written_by]--> Paris, Texas --[starred_actors]--> Dean Stockwell
Neg LogProb(↓):   0.011493
Path Entropy(↓):  0.062463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by robert nelson jacobs in
Start Entity:     Robert Nelson Jacobs
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Robert Nelson Jacobs --[(INV) written_by]--> Chocolat --[in_language]--> French
Path (Raw):       Robert Nelson Jacobs --[No Operation]--> Robert Nelson Jacobs --[(INV) written_by]--> Chocolat --[in_language]--> French
Neg LogProb(↓):   0.693236
Path Entropy(↓):  0.694097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the four feathers director
Start Entity:     The Four Feathers
Gold Answer:      [['French']]
Predicted Ans:    Crime
Predicted Path:   The Four Feathers --[directed_by]--> Don Sharp --[(INV) directed_by]--> The Brides of Fu Manchu --[has_genre]--> Crime
Path (Raw):       The Four Feathers --[directed_by]--> Don Sharp --[(INV) directed_by]--> The Brides of Fu Manchu --[has_genre]--> Crime
Neg LogProb(↓):   0.973515
Path Entropy(↓):  1.752804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by marcel pagnol
Start Entity:     Marcel Pagnol
Gold Answer:      [['Marc Allégret', 'Yves Robert', 'Joshua Logan', 'Daniel Auteuil', 'Claude Berri']]
Predicted Ans:    Claude Berri
Predicted Path:   Marcel Pagnol --[(INV) written_by]--> Jean de Florette --[directed_by]--> Claude Berri
Path (Raw):       Marcel Pagnol --[No Operation]--> Marcel Pagnol --[(INV) written_by]--> Jean de Florette --[directed_by]--> Claude Berri
Neg LogProb(↓):   0.647834
Path Entropy(↓):  1.459915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of the rocky horror picture show
Start Entity:     The Rocky Horror Picture Show
Gold Answer:      [['Light Sleeper', 'How to Make Money Selling Drugs', 'Jeff, Who Lives at Home', 'A Christmas Carol', 'Congo', 'Clue', 'Mr. Woodcock', 'Legend', 'Annie', 'In the Valley of Elah', 'Solitary Man', 'The Witches of Eastwick', 'The Other Side of Midnight', 'The Banger Sisters', 'Elizabethtown', 'The Client', 'Tempest', 'Stepmom', 'Bull Durham', 'The Hunger', 'Times Square', 'Twilight', 'Atlantic City', 'White Palace', 'The Last of Robin Hood', 'Megaforce', 'Middle of Nowhere', 'The Lovely Bones', 'Joe', 'The Greatest', 'Safe Passage', 'Muppet Treasure Island', 'Snitch', 'Irresistible', 'Arbitrage', 'The Great Waldo Pepper', 'Pretty Baby', 'Tammy', 'Dead Man Walking', 'Oliver Twist', 'Speed Racer', 'Noel']]
Predicted Ans:    Atlantic City
Predicted Path:   The Rocky Horror Picture Show --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City
Path (Raw):       The Rocky Horror Picture Show --[starred_actors]--> Susan Sarandon --[No Operation]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City
Neg LogProb(↓):   0.673606
Path Entropy(↓):  1.725873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of lindsay lohan starred movies
Start Entity:     Lindsay Lohan
Gold Answer:      [['Donald Petrie', 'Garry Marshall', 'Nancy Meyers', 'Mark Waters', 'Sara Sugarman', 'Lara Shapiro', 'David Swift', 'Paul Schrader', 'Gary Nelson', 'Chris Sivertson']]
Predicted Ans:    Donald Petrie
Predicted Path:   Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[directed_by]--> Donald Petrie
Path (Raw):       Lindsay Lohan --[No Operation]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.002326
Path Entropy(↓):  0.019141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of a prayer for the dying
Start Entity:     A Prayer for the Dying
Gold Answer:      [['Lizabeth Scott', 'Britt Ekland', 'Max von Sydow', 'Sam J. Jones', 'Rhona Mitra', 'John Osborne', 'George Segal', 'Topol', 'Ian Hendry', 'Miranda Richardson', 'Clive Owen', 'Sylvester Stallone', 'Rachael Leigh Cook', 'Melody Anderson', 'Michael Caine']]
Predicted Ans:    Michael Caine
Predicted Path:   A Prayer for the Dying --[directed_by]--> Mike Hodges --[(INV) directed_by]--> Pulp --[starred_actors]--> Michael Caine
Path (Raw):       A Prayer for the Dying --[directed_by]--> Mike Hodges --[(INV) directed_by]--> Pulp --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.006574
Path Entropy(↓):  0.045383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by jean rouverol fall under
Start Entity:     Jean Rouverol
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jean Rouverol --[(INV) written_by]--> Autumn Leaves --[has_genre]--> Drama
Path (Raw):       Jean Rouverol --[No Operation]--> Jean Rouverol --[(INV) written_by]--> Autumn Leaves --[has_genre]--> Drama
Neg LogProb(↓):   0.000232
Path Entropy(↓):  0.002170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by carl raddatz
Start Entity:     Carl Raddatz
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Carl Raddatz --[(INV) starred_actors]--> Under the Bridges --[in_language]--> German
Path (Raw):       Carl Raddatz --[No Operation]--> Carl Raddatz --[(INV) starred_actors]--> Under the Bridges --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rachael lillis appeared in the same movie with who
Start Entity:     Rachael Lillis
Gold Answer:      [['Rica Matsumoto', 'Mayumi Iizuka', 'Veronica Taylor']]
Predicted Ans:    Mayumi Iizuka
Predicted Path:   Rachael Lillis --[(INV) starred_actors]--> Pokémon Heroes --[starred_actors]--> Mayumi Iizuka
Path (Raw):       Rachael Lillis --[No Operation]--> Rachael Lillis --[(INV) starred_actors]--> Pokémon Heroes --[starred_actors]--> Mayumi Iizuka
Neg LogProb(↓):   0.213929
Path Entropy(↓):  0.524909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was tender comrade released
Start Entity:     Tender Comrade
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Tender Comrade --[release_year]--> 1943 --[(INV) release_year]--> In Old Oklahoma --[release_year]--> 1943
Path (Raw):       Tender Comrade --[release_year]--> 1943 --[(INV) release_year]--> In Old Oklahoma --[release_year]--> 1943
Neg LogProb(↓):   1.725385
Path Entropy(↓):  2.668631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by teo gheorghiu
Start Entity:     Teo Gheorghiu
Gold Answer:      [['Fredi M. Murer']]
Predicted Ans:    Fredi M. Murer
Predicted Path:   Teo Gheorghiu --[(INV) starred_actors]--> Vitus --[directed_by]--> Fredi M. Murer
Path (Raw):       Teo Gheorghiu --[No Operation]--> Teo Gheorghiu --[(INV) starred_actors]--> Vitus --[directed_by]--> Fredi M. Murer
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed mood indigo
Start Entity:     Mood Indigo
Gold Answer:      [['Charlie Kaufman', 'Michel Gondry', 'Leos Carax', 'Seth Rogen', 'Pierre Bismuth', 'George W. Trendle']]
Predicted Ans:    Michel Gondry
Predicted Path:   Mood Indigo --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Is the Man Who Is Tall Happy? --[written_by]--> Michel Gondry
Path (Raw):       Mood Indigo --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Is the Man Who Is Tall Happy? --[written_by]--> Michel Gondry
Neg LogProb(↓):   0.927698
Path Entropy(↓):  1.531454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie avatar released
Start Entity:     Avatar
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Avatar --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       Avatar --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.098727
Path Entropy(↓):  4.459483
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of ro. go. pa. g.
Start Entity:     Ro.Go.Pa.G.
Gold Answer:      [['Pier Paolo Pasolini', 'John Rawlins', 'Roberto Rossellini', 'Lars von Trier']]
Predicted Ans:    Pier Paolo Pasolini
Predicted Path:   Ro.Go.Pa.G. --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> The Hawks and the Sparrows --[directed_by]--> Pier Paolo Pasolini
Path (Raw):       Ro.Go.Pa.G. --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> The Hawks and the Sparrows --[directed_by]--> Pier Paolo Pasolini
Neg LogProb(↓):   0.303411
Path Entropy(↓):  0.938400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in man in the chair
Start Entity:     Man in the Chair
Gold Answer:      [['1980', '1970', '1954', '2006', '2007', '1968', '1963', '2009', '1957', '2010', '1973', '1994', '1956', '1983', '1976', '1972', '2001', '1989', '1996', '2002', '1981', '2013', '1988', '1978', '2000', '1975', '1966', '1960', '2005', '1991', '1965', '1999', '1987', '1986', '1958']]
Predicted Ans:    1978
Predicted Path:   Man in the Chair --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Silent Partner --[release_year]--> 1978
Path (Raw):       Man in the Chair --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Silent Partner --[release_year]--> 1978
Neg LogProb(↓):   1.717096
Path Entropy(↓):  2.252244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by james lorinz were released in which years
Start Entity:     James Lorinz
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   James Lorinz --[(INV) starred_actors]--> Frankenhooker --[release_year]--> 1990
Path (Raw):       James Lorinz --[No Operation]--> James Lorinz --[(INV) starred_actors]--> Frankenhooker --[release_year]--> 1990
Neg LogProb(↓):   0.001098
Path Entropy(↓):  0.008578
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film seven psychopaths starred which actors
Start Entity:     Seven Psychopaths
Gold Answer:      [['Sam Rockwell', 'Colin Farrell']]
Predicted Ans:    Sam Rockwell
Predicted Path:   Seven Psychopaths --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Seven Psychopaths --[starred_actors]--> Sam Rockwell
Path (Raw):       Seven Psychopaths --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Seven Psychopaths --[starred_actors]--> Sam Rockwell
Neg LogProb(↓):   1.079146
Path Entropy(↓):  1.515687
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lawrence taylor acted films
Start Entity:     Lawrence Taylor
Gold Answer:      [['Ringo Lam']]
Predicted Ans:    Ringo Lam
Predicted Path:   Lawrence Taylor --[(INV) starred_actors]--> In Hell --[directed_by]--> Ringo Lam
Path (Raw):       Lawrence Taylor --[No Operation]--> Lawrence Taylor --[(INV) starred_actors]--> In Hell --[directed_by]--> Ringo Lam
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of honey, i shrunk the kids also starred in which movies
Start Entity:     Honey, I Shrunk the Kids
Gold Answer:      [['Little Shop of Horrors', 'Brother Bear 2', 'The Flintstones', 'Strange Brew', 'Spaceballs', 'Far from Home', 'Little Giants', 'Splitting Heirs', 'Honey, We Shrunk Ourselves', 'The Hound of the Baskervilles', 'Club Paradise', 'Short Time', 'The Sign of Four', 'My Blue Heaven', 'Big Bully']]
Predicted Ans:    Club Paradise
Predicted Path:   Honey, I Shrunk the Kids --[starred_actors]--> Rick Moranis --[(INV) starred_actors]--> Club Paradise
Path (Raw):       Honey, I Shrunk the Kids --[starred_actors]--> Rick Moranis --[No Operation]--> Rick Moranis --[(INV) starred_actors]--> Club Paradise
Neg LogProb(↓):   0.501338
Path Entropy(↓):  1.273826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of traitor
Start Entity:     Traitor
Gold Answer:      [['John Landis', 'Blake Edwards', 'Fred Schepisi', 'Mick Jackson', 'Anand Tucker', 'Frank Oz', 'Carl Reiner', 'Gillies MacKinnon', 'Harald Zwart']]
Predicted Ans:    Blake Edwards
Predicted Path:   Traitor --[written_by]--> Steve Martin --[(INV) written_by]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       Traitor --[written_by]--> Steve Martin --[(INV) written_by]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.054037
Path Entropy(↓):  0.218742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of since you went away
Start Entity:     Since You Went Away
Gold Answer:      [['W. Somerset Maugham', 'Robert E. Sherwood', 'Grover Jones', 'Henri La Barthe', 'Gerald Drayson Adams', 'Joseph Bologna', 'Dick Clement', 'David O. Selznick', 'Anthony Hope', 'Ian La Frenais', 'Tom Miranda', 'Renée Taylor', 'Wells Root', 'Steve Fisher', 'Donald Ogden Stewart', 'Oliver H.P. Garrett', 'Sidney Biddell', 'Noel Langley', 'Margaret Landon', 'Bernard C. Schoenfeld', 'John L. Balderston', 'Lester Cohen', 'Bartlett Cormack', 'John Howard Lawson', 'Virginia Kellogg']]
Predicted Ans:    David O. Selznick
Predicted Path:   Since You Went Away --[directed_by]--> David O. Selznick --[(INV) directed_by]--> Duel in the Sun --[written_by]--> David O. Selznick
Path (Raw):       Since You Went Away --[directed_by]--> David O. Selznick --[(INV) directed_by]--> Duel in the Sun --[written_by]--> David O. Selznick
Neg LogProb(↓):   0.201242
Path Entropy(↓):  0.494102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is the blackout
Start Entity:     The Blackout
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Blackout --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Blackout --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.365099
Path Entropy(↓):  4.577217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by marlon wayans
Start Entity:     Marlon Wayans
Gold Answer:      [['Craig Mazin', 'Darren Aronofsky', 'Ethan Coen', 'Greg Erb', 'Keenen Ivory Wayans', 'William Rose']]
Predicted Ans:    Marlon Wayans
Predicted Path:   Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[written_by]--> Marlon Wayans
Path (Raw):       Marlon Wayans --[No Operation]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[written_by]--> Marlon Wayans
Neg LogProb(↓):   0.035755
Path Entropy(↓):  0.172532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the genre of the film old dogs
Start Entity:     Old Dogs
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Old Dogs --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Old Dogs --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.200583
Path Entropy(↓):  4.500532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by michele alexander in
Start Entity:     Michele Alexander
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michele Alexander --[(INV) written_by]--> How to Lose a Guy in 10 Days --[has_genre]--> Comedy
Path (Raw):       Michele Alexander --[No Operation]--> Michele Alexander --[(INV) written_by]--> How to Lose a Guy in 10 Days --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of now and then
Start Entity:     Now and Then
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Now and Then --[written_by]--> I. Marlene King --[(INV) written_by]--> Just My Luck --[has_genre]--> Comedy
Path (Raw):       Now and Then --[written_by]--> I. Marlene King --[(INV) written_by]--> Just My Luck --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of streets of fire
Start Entity:     Streets of Fire
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Streets of Fire --[written_by]--> Walter Hill --[(INV) written_by]--> Red Heat --[in_language]--> Russian
Path (Raw):       Streets of Fire --[written_by]--> Walter Hill --[(INV) written_by]--> Red Heat --[in_language]--> Russian
Neg LogProb(↓):   0.620831
Path Entropy(↓):  0.691386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film deja vu were released in which years
Start Entity:     Déjà Vu
Gold Answer:      [['2001', '1995', '2009', '1971']]
Predicted Ans:    1997
Predicted Path:   Déjà Vu --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Déjà Vu --[release_year]--> 1997
Path (Raw):       Déjà Vu --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Déjà Vu --[release_year]--> 1997
Neg LogProb(↓):   0.771296
Path Entropy(↓):  1.393019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the writer of in the land of blood and honey
Start Entity:     In the Land of Blood and Honey
Gold Answer:      [['Angelina Jolie']]
Predicted Ans:    Angelina Jolie
Predicted Path:   In the Land of Blood and Honey --[written_by]--> Angelina Jolie --[(INV) written_by]--> In the Land of Blood and Honey --[written_by]--> Angelina Jolie
Path (Raw):       In the Land of Blood and Honey --[written_by]--> Angelina Jolie --[(INV) written_by]--> In the Land of Blood and Honey --[written_by]--> Angelina Jolie
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with billy madison fall under
Start Entity:     Billy Madison
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Billy Madison --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[has_genre]--> Comedy
Path (Raw):       Billy Madison --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[has_genre]--> Comedy
Neg LogProb(↓):   1.103853
Path Entropy(↓):  2.119368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the quiet ones
Start Entity:     The Quiet Ones
Gold Answer:      [['Stuart Baird']]
Predicted Ans:    Stuart Baird
Predicted Path:   The Quiet Ones --[written_by]--> John Pogue --[(INV) written_by]--> U.S. Marshals --[directed_by]--> Stuart Baird
Path (Raw):       The Quiet Ones --[written_by]--> John Pogue --[(INV) written_by]--> U.S. Marshals --[directed_by]--> Stuart Baird
Neg LogProb(↓):   0.000762
Path Entropy(↓):  0.006357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the howards of virginia were released in which years
Start Entity:     The Howards of Virginia
Gold Answer:      [['1946', '1944', '2003', '1959', '1936', '1985', '1935', '1941', '1963', '1939', '1933', '2009', '1957', '1951', '2004', '1953', '1947', '1932', '1956', '1931', '1943', '1983', '1995', '1948', '1942', '1940', '1938', '1955', '1962', '1934', '1964', '1949', '1950', '1960', '1927', '1999', '1937', '1952', '1958']]
Predicted Ans:    1999
Predicted Path:   The Howards of Virginia --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       The Howards of Virginia --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   0.762464
Path Entropy(↓):  1.721616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of kolberg
Start Entity:     Kolberg
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Kolberg --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[in_language]--> German
Path (Raw):       Kolberg --[directed_by]--> Veit Harlan --[(INV) directed_by]--> Jud Süß --[in_language]--> German
Neg LogProb(↓):   0.002627
Path Entropy(↓):  0.018223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of desiree is also the director of which films
Start Entity:     Désirée
Gold Answer:      [['The Singing Nun', 'My Cousin Rachel', 'It Started with Eve', 'Mr. Hobbs Takes a Vacation', 'Good Morning, Miss Dove', 'Three Smart Girls', 'A Man Called Peter', 'The Inspector General', 'Three Smart Girls Grow Up', "The Bishop's Wife", 'My Blue Heaven', 'Dear Brigitte', 'Come to the Stable', 'The Story of Ruth', 'First Love', 'No Highway in the Sky', "Take Her, She's Mine", 'My Man Godfrey', 'Two Sisters from Boston', 'Harvey', 'One Hundred Men and a Girl', 'The Robe']]
Predicted Ans:    Three Smart Girls Grow Up
Predicted Path:   Désirée --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up
Path (Raw):       Désirée --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[No Operation]--> Three Smart Girls Grow Up
Neg LogProb(↓):   0.998523
Path Entropy(↓):  1.836161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of drive, he said
Start Entity:     Drive, He Said
Gold Answer:      [['Millie Perkins', 'Robert Redford', 'Peter Boyle', 'Jack Nicholson', 'Peter Fonda']]
Predicted Ans:    Peter Fonda
Predicted Path:   Drive, He Said --[written_by]--> Jack Nicholson --[(INV) written_by]--> The Trip --[starred_actors]--> Peter Fonda
Path (Raw):       Drive, He Said --[written_by]--> Jack Nicholson --[(INV) written_by]--> The Trip --[starred_actors]--> Peter Fonda
Neg LogProb(↓):   0.149501
Path Entropy(↓):  0.497372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the ghost ship
Start Entity:     The Ghost Ship
Gold Answer:      [['Mark Robson']]
Predicted Ans:    Mark Robson
Predicted Path:   The Ghost Ship --[directed_by]--> Mark Robson --[(INV) directed_by]--> Isle of the Dead --[directed_by]--> Mark Robson
Path (Raw):       The Ghost Ship --[directed_by]--> Mark Robson --[(INV) directed_by]--> Isle of the Dead --[directed_by]--> Mark Robson
Neg LogProb(↓):   0.833633
Path Entropy(↓):  1.353341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by oded fehr in
Start Entity:     Oded Fehr
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Oded Fehr --[(INV) starred_actors]--> The Betrayed --[has_genre]--> Crime
Path (Raw):       Oded Fehr --[No Operation]--> Oded Fehr --[(INV) starred_actors]--> The Betrayed --[has_genre]--> Crime
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ice soldiers, when was it released
Start Entity:     Ice Soldiers
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Ice Soldiers --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Ice Soldiers --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.283786
Path Entropy(↓):  4.612984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does anton corbijn star in
Start Entity:     Anton Corbijn
Gold Answer:      [['Joy Division']]
Predicted Ans:    Joy Division
Predicted Path:   Anton Corbijn --[(INV) starred_actors]--> Joy Division --[starred_actors]--> Richard Boon --[(INV) starred_actors]--> Joy Division
Path (Raw):       Anton Corbijn --[(INV) starred_actors]--> Joy Division --[starred_actors]--> Richard Boon --[(INV) starred_actors]--> Joy Division
Neg LogProb(↓):   0.019884
Path Entropy(↓):  0.097181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of swordfish
Start Entity:     Swordfish
Gold Answer:      [['Whiteout', 'Kalifornia', 'Season of the Witch']]
Predicted Ans:    Season of the Witch
Predicted Path:   Swordfish --[directed_by]--> Dominic Sena --[(INV) directed_by]--> Season of the Witch
Path (Raw):       Swordfish --[No Operation]--> Swordfish --[directed_by]--> Dominic Sena --[(INV) directed_by]--> Season of the Witch
Neg LogProb(↓):   0.009103
Path Entropy(↓):  0.061484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by tears of april writers
Start Entity:     Tears of April
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Tears of April --[written_by]--> Leena Lander --[(INV) written_by]--> Tears of April --[in_language]--> Finnish
Path (Raw):       Tears of April --[written_by]--> Leena Lander --[(INV) written_by]--> Tears of April --[in_language]--> Finnish
Neg LogProb(↓):   0.015869
Path Entropy(↓):  0.082960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by agent red actors
Start Entity:     Agent Red
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Agent Red --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Path (Raw):       Agent Red --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[has_genre]--> Action
Neg LogProb(↓):   0.800146
Path Entropy(↓):  1.558216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film crocodile were in which genres
Start Entity:     Crocodile
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Crocodile --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Path (Raw):       Crocodile --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Neg LogProb(↓):   0.341348
Path Entropy(↓):  0.881761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by john kamps fall under
Start Entity:     John Kamps
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   John Kamps --[(INV) written_by]--> Ghost Town --[has_genre]--> Comedy
Path (Raw):       John Kamps --[No Operation]--> John Kamps --[(INV) written_by]--> Ghost Town --[has_genre]--> Comedy
Neg LogProb(↓):   0.421852
Path Entropy(↓):  0.643763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote hour of the wolf
Start Entity:     Hour of the Wolf
Gold Answer:      [['1980', '1946', '1954', '1944', '2003', '1992', '2006', '1984', '1977', '1968', '1963', '1957', '1951', '2010', '1982', '1932', '1976', '1948', '1990', '1996', '1961', '1955', '2011', '2013', '1978', '1964', '1949', '1975', '2000', '1966', '1950', '1960', '1969', '1958']]
Predicted Ans:    1978
Predicted Path:   Hour of the Wolf --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[release_year]--> 1978
Path (Raw):       Hour of the Wolf --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[release_year]--> 1978
Neg LogProb(↓):   1.061662
Path Entropy(↓):  2.350918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by method man were in which genres
Start Entity:     Method Man
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Method Man --[(INV) starred_actors]--> How High --[has_genre]--> Comedy
Path (Raw):       Method Man --[No Operation]--> Method Man --[(INV) starred_actors]--> How High --[has_genre]--> Comedy
Neg LogProb(↓):   0.188160
Path Entropy(↓):  0.458285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed at sword's point
Start Entity:     At Sword's Point
Gold Answer:      [['Ray Milland', 'Ruth Hussey', 'Donald Crisp', 'Jayne Mansfield', 'Edward G. Robinson', 'Hugh Marlowe', 'Sterling Hayden', 'Frank Sinatra', 'James Gleason', 'Nina Foch', 'Alan Ladd', 'Paul Stewart', 'Phyllis Calvert', 'Nancy Gates']]
Predicted Ans:    Ray Milland
Predicted Path:   At Sword's Point --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited --[starred_actors]--> Ray Milland
Path (Raw):       At Sword's Point --[directed_by]--> Lewis Allen --[(INV) directed_by]--> The Uninvited --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.878723
Path Entropy(↓):  1.332022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in shrek
Start Entity:     Shrek
Gold Answer:      [['Jodi Picoult', 'Walter Hill', 'Steve Martin', 'David Sheffield', 'Roger Spottiswoode', 'Charlie Kaufman', 'Sylvester Stallone', 'Gary Trousdale', 'Arthur C. Clarke', 'Bill Richmond', 'David Berenbaum', 'Seth Rogen', 'Thomas Baum', 'Peter Hyams', 'Andrew Adamson', 'Conrad Vernon', 'Geoff Rodkey', 'Steven E. de Souza', 'A.J. Kparr', 'Jennifer Weiner', 'Cormac McCarthy', 'Mike Myers', 'Richard Matheson', 'Roger L. Simon', 'Nancy Meyers', 'Nicholas Stoller', 'Bill Condon', 'Jason Segel', 'John August', 'Ryan Rowe', 'Hugh Lofting', 'Peter Matthiessen', 'Ed Solomon', 'Michael McCullers', 'John Hodge', 'Craig Brewer', 'Susannah Grant', 'Tom Eyen', 'Steven Baigelman', 'Adam Brooks', 'Larry Gross', 'Mateo Gil', 'Oliver Stone', 'Don Roos', 'John Mortimer', 'Jerry Lewis', 'George W. Trendle', 'Melissa Stack', 'Mark Christopher', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Ted Griffin', 'William Dear', 'Paul Schrader', 'Roger Lewis', 'Ivan Goff', 'Brian De Palma', 'Ben Roberts', 'Gene Stupnitsky', 'Lee Eisenberg', 'Marshall Brickman', 'Richard Kelly', 'Eddie Murphy', 'Kate Angelo', 'Jennifer Egan', 'Ayelet Waldman', 'Barry W. Blaustein', 'John Irving', 'Steve Tesich', 'Stephen Gyllenhaal', 'Peter Berg', 'Vernon Lynch', 'Cameron Crowe', 'Rob Greenberg', 'Bill Corbett', 'Larry Levin', 'Alejandro Amenábar', 'Nick Cassavetes']]
Predicted Ans:    Brian De Palma
Predicted Path:   Shrek --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Raising Cain --[written_by]--> Brian De Palma
Path (Raw):       Shrek --[starred_actors]--> John Lithgow --[(INV) starred_actors]--> Raising Cain --[written_by]--> Brian De Palma
Neg LogProb(↓):   1.341257
Path Entropy(↓):  2.063240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie circle of iron were released in which years
Start Entity:     Circle of Iron
Gold Answer:      [['1970', '1959', '2006', '1985', '1967', '1974', '1984', '2007', '1968', '1939', '1957', '1982', '1973', '1932', '1943', '1983', '1976', '1972', '1971', '1990', '2001', '1989', '1981', '2011', '1962', '1934', '1978', '1964', '1975', '2000', '1966', '1950', '1960', '1965', '1999', '1969']]
Predicted Ans:    1968
Predicted Path:   Circle of Iron --[starred_actors]--> Roddy McDowall --[(INV) starred_actors]--> Planet of the Apes --[release_year]--> 1968
Path (Raw):       Circle of Iron --[starred_actors]--> Roddy McDowall --[(INV) starred_actors]--> Planet of the Apes --[release_year]--> 1968
Neg LogProb(↓):   1.109896
Path Entropy(↓):  2.016637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in sirens
Start Entity:     Sirens
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Sirens --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[has_genre]--> Thriller
Path (Raw):       Sirens --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[has_genre]--> Thriller
Neg LogProb(↓):   0.018087
Path Entropy(↓):  0.090728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor hector elizondo acted together with who
Start Entity:     Hector Elizondo
Gold Answer:      [['Matt Dillon']]
Predicted Ans:    Matt Dillon
Predicted Path:   Hector Elizondo --[(INV) starred_actors]--> The Flamingo Kid --[starred_actors]--> Matt Dillon
Path (Raw):       Hector Elizondo --[No Operation]--> Hector Elizondo --[(INV) starred_actors]--> The Flamingo Kid --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.001423
Path Entropy(↓):  0.010740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by nancy kovack
Start Entity:     Nancy Kovack
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Nancy Kovack --[(INV) starred_actors]--> Diary of a Madman --[release_year]--> 1963
Path (Raw):       Nancy Kovack --[No Operation]--> Nancy Kovack --[(INV) starred_actors]--> Diary of a Madman --[release_year]--> 1963
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by walter lang
Start Entity:     Walter Lang
Gold Answer:      [['Miriam Young', 'Lamar Trotti', 'Henry Ephron', 'Phoebe Ephron', 'Howard Lindsay', 'Russel Crouse', 'Ernest Lehman', 'Walter Ferris', 'Ethel Hill', 'William Marchant', 'Walter Bullock', 'Maurice Maeterlinck', 'Abe Burrows', 'F. Hugh Herbert', 'Charles Lederer', 'Arthur Sheekman', 'Dorothy Kingsley', 'Rudolph Lothar', 'Hans Adler', 'Margaret Landon', 'Frances Hodgson Burnett', 'Oscar Hammerstein II', 'Valentine Davies', 'Gwen Davenport']]
Predicted Ans:    Miriam Young
Predicted Path:   Walter Lang --[(INV) directed_by]--> Mother Wore Tights --[written_by]--> Miriam Young
Path (Raw):       Walter Lang --[No Operation]--> Walter Lang --[(INV) directed_by]--> Mother Wore Tights --[written_by]--> Miriam Young
Neg LogProb(↓):   0.620148
Path Entropy(↓):  1.430769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed sorceress
Start Entity:     Sorceress
Gold Answer:      [['1975', '1972', '1959', '1973', '1974']]
Predicted Ans:    1974
Predicted Path:   Sorceress --[directed_by]--> Jack Hill --[(INV) directed_by]--> Foxy Brown --[release_year]--> 1974
Path (Raw):       Sorceress --[directed_by]--> Jack Hill --[(INV) directed_by]--> Foxy Brown --[release_year]--> 1974
Neg LogProb(↓):   0.365557
Path Entropy(↓):  1.047117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by milton subotsky release
Start Entity:     Milton Subotsky
Gold Answer:      [['1972', '1965']]
Predicted Ans:    1965
Predicted Path:   Milton Subotsky --[(INV) written_by]--> Dr. Terror's House of Horrors --[release_year]--> 1965
Path (Raw):       Milton Subotsky --[No Operation]--> Milton Subotsky --[(INV) written_by]--> Dr. Terror's House of Horrors --[release_year]--> 1965
Neg LogProb(↓):   0.078897
Path Entropy(↓):  0.271051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is wizards
Start Entity:     Wizards
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Wizards --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Wizards --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   0.861850
Path Entropy(↓):  1.410014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with spirited away were released in which years
Start Entity:     Spirited Away
Gold Answer:      [['1995', '1988', '1997', '2008', '1992', '1989', '2004', '2014', '1979', '1986', '2011', '1984', '2013']]
Predicted Ans:    1995
Predicted Path:   Spirited Away --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Whisper of the Heart --[release_year]--> 1995
Path (Raw):       Spirited Away --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Whisper of the Heart --[release_year]--> 1995
Neg LogProb(↓):   1.070237
Path Entropy(↓):  1.705707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the reflecting skin was
Start Entity:     The Reflecting Skin
Gold Answer:      [['Philip Ridley']]
Predicted Ans:    Philip Ridley
Predicted Path:   The Reflecting Skin --[directed_by]--> Philip Ridley --[(INV) directed_by]--> The Reflecting Skin --[directed_by]--> Philip Ridley
Path (Raw):       The Reflecting Skin --[directed_by]--> Philip Ridley --[(INV) directed_by]--> The Reflecting Skin --[directed_by]--> Philip Ridley
Neg LogProb(↓):   0.007334
Path Entropy(↓):  0.044179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of we're back! a dinosaur's story
Start Entity:     We're Back! A Dinosaur's Story
Gold Answer:      [['Always', 'Pie in the Sky', 'Argo', 'Matinee', 'The Flintstones', 'Pope Joan', 'The Jungle Book 2', 'Collision Course', 'Monsters, Inc.', 'Monsters University', 'A Streetcar Named Desire', 'Stella', 'King Ralph', 'Raising Arizona', 'Fallen', 'Matilda', 'True Stories', 'Gigantic', "Everybody's All-American", 'Dirty Deeds', 'Bringing Out the Dead', 'Arachnophobia', 'Sea of Love', 'The Big Easy', 'The Babe', 'Born Yesterday', 'Masked and Anonymous', 'O Brother, Where Art Thou?', 'Sunset Park', 'What Planet Are You From?', 'The Big Lebowski', 'Barton Fink']]
Predicted Ans:    What Planet Are You From?
Predicted Path:   We're Back! A Dinosaur's Story --[starred_actors]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From?
Path (Raw):       We're Back! A Dinosaur's Story --[starred_actors]--> John Goodman --[No Operation]--> John Goodman --[(INV) starred_actors]--> What Planet Are You From?
Neg LogProb(↓):   1.319791
Path Entropy(↓):  2.017983
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by kim kold
Start Entity:     Kim Kold
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Kim Kold --[(INV) starred_actors]--> Teddy Bear --[release_year]--> 2012
Path (Raw):       Kim Kold --[No Operation]--> Kim Kold --[(INV) starred_actors]--> Teddy Bear --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by audrey wells release
Start Entity:     Audrey Wells
Gold Answer:      [['2003', '1999']]
Predicted Ans:    1999
Predicted Path:   Audrey Wells --[(INV) written_by]--> Guinevere --[release_year]--> 1999
Path (Raw):       Audrey Wells --[No Operation]--> Audrey Wells --[(INV) written_by]--> Guinevere --[release_year]--> 1999
Neg LogProb(↓):   0.447348
Path Entropy(↓):  0.653814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in a man called sledge
Start Entity:     A Man Called Sledge
Gold Answer:      [['Claude Akins', 'James Garner', 'Dennis Weaver']]
Predicted Ans:    James Garner
Predicted Path:   A Man Called Sledge --[starred_actors]--> James Garner --[(INV) starred_actors]--> Skin Game --[starred_actors]--> James Garner
Path (Raw):       A Man Called Sledge --[starred_actors]--> James Garner --[(INV) starred_actors]--> Skin Game --[starred_actors]--> James Garner
Neg LogProb(↓):   0.246286
Path Entropy(↓):  0.772451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by nanette newman were in which genres
Start Entity:     Nanette Newman
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nanette Newman --[(INV) starred_actors]--> The Stepford Wives --[has_genre]--> Comedy
Path (Raw):       Nanette Newman --[No Operation]--> Nanette Newman --[(INV) starred_actors]--> The Stepford Wives --[has_genre]--> Comedy
Neg LogProb(↓):   0.512795
Path Entropy(↓):  0.948495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by darlan cunha released
Start Entity:     Darlan Cunha
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Darlan Cunha --[(INV) starred_actors]--> City of Men --[release_year]--> 2007
Path (Raw):       Darlan Cunha --[No Operation]--> Darlan Cunha --[(INV) starred_actors]--> City of Men --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by vacancy actors
Start Entity:     Vacancy
Gold Answer:      [['Romance', 'Biography', 'Drama', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Vacancy --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Vacancy --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   0.818729
Path Entropy(↓):  1.164071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of midnight express were directed by who
Start Entity:     Midnight Express
Gold Answer:      [['Hal Ashby', 'Alan Parker', 'Michael Cimino', 'Brian De Palma', 'Oliver Stone', 'Marcus Nispel', 'John Milius', 'James Ivory', 'Howard Hawks', 'Richard Rosson']]
Predicted Ans:    Hal Ashby
Predicted Path:   Midnight Express --[written_by]--> Oliver Stone --[(INV) written_by]--> 8 Million Ways to Die --[directed_by]--> Hal Ashby
Path (Raw):       Midnight Express --[written_by]--> Oliver Stone --[(INV) written_by]--> 8 Million Ways to Die --[directed_by]--> Hal Ashby
Neg LogProb(↓):   1.632332
Path Entropy(↓):  2.392177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is american me
Start Entity:     American Me
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   American Me --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       American Me --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.925662
Path Entropy(↓):  4.370395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with reinhold messner
Start Entity:     Reinhold Messner
Gold Answer:      [['Walter Saxer']]
Predicted Ans:    Reinhold Messner
Predicted Path:   Reinhold Messner --[(INV) written_by]--> Scream of Stone --[written_by]--> Reinhold Messner
Path (Raw):       Reinhold Messner --[No Operation]--> Reinhold Messner --[(INV) written_by]--> Scream of Stone --[written_by]--> Reinhold Messner
Neg LogProb(↓):   0.032929
Path Entropy(↓):  0.143058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of all mine to give
Start Entity:     All Mine to Give
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   All Mine to Give --[written_by]--> Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[release_year]--> 1953
Path (Raw):       All Mine to Give --[written_by]--> Dale Eunson --[(INV) written_by]--> How to Marry a Millionaire --[release_year]--> 1953
Neg LogProb(↓):   0.000606
Path Entropy(↓):  0.005094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with edmond o'brien
Start Entity:     Edmond O'Brien
Gold Answer:      [['Meg Ryan', 'Aleksandr Gordon', 'Pamela Britton', 'Donald Pleasence', 'Raquel Welch', 'Michael Redgrave', 'Virginia Mayo', 'Gordon MacRae', 'Otto Kruger', 'Laraine Day', 'Julie London', 'Dennis Quaid', 'James Garner', 'Lee Marvin', 'Angie Dickinson', 'Raymond Burr', 'Clu Gulager', 'Stephen Boyd', 'Andra Martin', 'John Cassavetes', 'James Cagney', 'Jayne Mansfield', 'Tom Ewell', 'Joanne Dru', 'Dane Clark', 'Burt Lancaster', 'Ava Gardner', 'Charlotte Rampling', 'Humphrey Bogart', 'Jan Sterling', 'Natalie Wood', 'Margaret Wycherly']]
Predicted Ans:    James Garner
Predicted Path:   Edmond O'Brien --[(INV) starred_actors]--> Up Periscope --[starred_actors]--> James Garner
Path (Raw):       Edmond O'Brien --[No Operation]--> Edmond O'Brien --[(INV) starred_actors]--> Up Periscope --[starred_actors]--> James Garner
Neg LogProb(↓):   0.900299
Path Entropy(↓):  1.196317
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by jules bass release
Start Entity:     Jules Bass
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Jules Bass --[(INV) directed_by]--> The Last Unicorn --[release_year]--> 1982
Path (Raw):       Jules Bass --[No Operation]--> Jules Bass --[(INV) directed_by]--> The Last Unicorn --[release_year]--> 1982
Neg LogProb(↓):   0.296174
Path Entropy(↓):  0.569238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote bottle rocket
Start Entity:     Bottle Rocket
Gold Answer:      [['1998', '2009', '2001', '2004', '2014', '2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Bottle Rocket --[written_by]--> Wes Anderson --[(INV) written_by]--> The Darjeeling Limited --[release_year]--> 2007
Path (Raw):       Bottle Rocket --[written_by]--> Wes Anderson --[(INV) written_by]--> The Darjeeling Limited --[release_year]--> 2007
Neg LogProb(↓):   1.485165
Path Entropy(↓):  2.246897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by brown holmes
Start Entity:     Brown Holmes
Gold Answer:      [['1941', '1932', '1931', '1936']]
Predicted Ans:    1941
Predicted Path:   Brown Holmes --[(INV) written_by]--> The Maltese Falcon --[release_year]--> 1941
Path (Raw):       Brown Holmes --[No Operation]--> Brown Holmes --[(INV) written_by]--> The Maltese Falcon --[release_year]--> 1941
Neg LogProb(↓):   0.428706
Path Entropy(↓):  0.702661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with henry jaglom
Start Entity:     Henry Jaglom
Gold Answer:      [['Victoria Foyt', 'Ezra D. Rappaport']]
Predicted Ans:    Henry Jaglom
Predicted Path:   Henry Jaglom --[(INV) written_by]--> A Safe Place --[written_by]--> Henry Jaglom
Path (Raw):       Henry Jaglom --[No Operation]--> Henry Jaglom --[(INV) written_by]--> A Safe Place --[written_by]--> Henry Jaglom
Neg LogProb(↓):   0.636226
Path Entropy(↓):  0.940542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors of the screenwriter sajid khan
Start Entity:     Sajid Khan
Gold Answer:      [['John Abraham', 'Akshay Kumar', 'Asin', 'Jacqueline Fernandez']]
Predicted Ans:    Akshay Kumar
Predicted Path:   Sajid Khan --[(INV) written_by]--> Housefull 2 --[starred_actors]--> Akshay Kumar
Path (Raw):       Sajid Khan --[No Operation]--> Sajid Khan --[(INV) written_by]--> Housefull 2 --[starred_actors]--> Akshay Kumar
Neg LogProb(↓):   0.017565
Path Entropy(↓):  0.100753
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of jesse james
Start Entity:     Jesse James
Gold Answer:      [['1944', '1923', '1936', '1941', '2007', '1933', '1957', '1951', '1947', '1956', '1943', '1942', '1940', '1938', '1926', '2011', '1955', '1962', '1949', '1950', '1945', '1937', '1952', '1958']]
Predicted Ans:    1951
Predicted Path:   Jesse James --[directed_by]--> Henry King --[(INV) directed_by]--> David and Bathsheba --[release_year]--> 1951
Path (Raw):       Jesse James --[directed_by]--> Henry King --[(INV) directed_by]--> David and Bathsheba --[release_year]--> 1951
Neg LogProb(↓):   1.498185
Path Entropy(↓):  2.043934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is fantastic four about
Start Entity:     Fantastic Four
Gold Answer:      [['comic book', 'get', 'action', 'marvel', 'super-hero', 'superhero']]
Predicted Ans:    director's cut
Predicted Path:   Fantastic Four --[has_tags]--> get --[(INV) has_tags]--> Donnie Darko --[has_tags]--> director's cut
Path (Raw):       Fantastic Four --[has_tags]--> get --[(INV) has_tags]--> Donnie Darko --[has_tags]--> director's cut
Neg LogProb(↓):   0.132307
Path Entropy(↓):  0.437650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films written by gilles bourdos
Start Entity:     Gilles Bourdos
Gold Answer:      [['2008', '2012']]
Predicted Ans:    2008
Predicted Path:   Gilles Bourdos --[(INV) written_by]--> Afterwards --[release_year]--> 2008
Path (Raw):       Gilles Bourdos --[No Operation]--> Gilles Bourdos --[(INV) written_by]--> Afterwards --[release_year]--> 2008
Neg LogProb(↓):   0.000430
Path Entropy(↓):  0.003964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by the apple screenwriters
Start Entity:     The Apple
Gold Answer:      [['War', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Apple --[written_by]--> Menahem Golan --[(INV) written_by]--> Crime and Punishment --[has_genre]--> Crime
Path (Raw):       The Apple --[written_by]--> Menahem Golan --[(INV) written_by]--> Crime and Punishment --[has_genre]--> Crime
Neg LogProb(↓):   0.790688
Path Entropy(↓):  1.016869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the fall of the roman empire
Start Entity:     The Fall of the Roman Empire
Gold Answer:      [['John Guillermin', 'Bernhard Wicki', 'William Wyler', 'Arnold Laven', 'George Marshall', 'Nicholas Ray', 'Mark Robson', 'Anthony Mann', 'Guy Green']]
Predicted Ans:    Anthony Mann
Predicted Path:   The Fall of the Roman Empire --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[directed_by]--> Anthony Mann
Path (Raw):       The Fall of the Roman Empire --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.056458
Path Entropy(↓):  0.300568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the eye of the storm actors
Start Entity:     The Eye of the Storm
Gold Answer:      [['Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   The Eye of the Storm --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Path (Raw):       The Eye of the Storm --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Neg LogProb(↓):   0.267452
Path Entropy(↓):  1.013587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the running man was written by who
Start Entity:     The Running Man
Gold Answer:      [['Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   The Running Man --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[written_by]--> Stephen King
Path (Raw):       The Running Man --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[written_by]--> Stephen King
Neg LogProb(↓):   0.542880
Path Entropy(↓):  0.885917
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by antonio margheriti in
Start Entity:     Antonio Margheriti
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[has_genre]--> Horror
Path (Raw):       Antonio Margheriti --[No Operation]--> Antonio Margheriti --[(INV) directed_by]--> Castle of Blood --[has_genre]--> Horror
Neg LogProb(↓):   0.003013
Path Entropy(↓):  0.021964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of dan o'bannon directed films
Start Entity:     Dan O'Bannon
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Dan O'Bannon --[(INV) directed_by]--> The Return of the Living Dead --[release_year]--> 1985
Path (Raw):       Dan O'Bannon --[No Operation]--> Dan O'Bannon --[(INV) directed_by]--> The Return of the Living Dead --[release_year]--> 1985
Neg LogProb(↓):   0.000532
Path Entropy(↓):  0.005104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor bruce greenwood appeared in the same movie with who
Start Entity:     Bruce Greenwood
Gold Answer:      [['Martin Hewitt', 'Harrison Ford', 'Chi Cao', 'Moon Bloodgood', 'Bill Nunn', 'Giancarlo Giannini', 'Mariangela Melato', 'Paul Walker', 'Madonna', 'Joely Richardson', 'Gabriella Wilde', 'Josh Hutcherson', 'Danny Glover', 'Josh Hartnett', 'Allie MacDonald', 'Alex Pettyfer', 'Parker Posey', 'Lena Olin', 'Dexter Fletcher', 'Matthew Davis', 'Holt McCallany', 'Brooke Shields']]
Predicted Ans:    Bruce Greenwood
Predicted Path:   Bruce Greenwood --[(INV) starred_actors]--> Below --[starred_actors]--> Bruce Greenwood
Path (Raw):       Bruce Greenwood --[No Operation]--> Bruce Greenwood --[(INV) starred_actors]--> Below --[starred_actors]--> Bruce Greenwood
Neg LogProb(↓):   0.668407
Path Entropy(↓):  0.984027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose writers also wrote close - up
Start Entity:     Close-Up
Gold Answer:      [['Italian', 'English', 'French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Close-Up --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Path (Raw):       Close-Up --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Neg LogProb(↓):   0.001256
Path Entropy(↓):  0.011128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film marooned
Start Entity:     Marooned
Gold Answer:      [['Edward Chodorov', 'Hugh Walpole', 'Edward Anhalt', 'Ernest Hemingway', 'Peter Viertel', 'Don McGuire', 'Howard Breslin', 'Harry Julian Fink', 'Paul Brickhill', 'Leon Uris', 'Les Crutchfield', 'Millard Kaufman', 'Alistair MacLean', 'Emmet Lavery', 'Francis Biddle', 'Douglas Heyes', 'Borden Chase', 'Elmore Leonard', 'Leonard Spigelgass', 'James Poe', 'Jack Higgins']]
Predicted Ans:    Howard Breslin
Predicted Path:   Marooned --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Path (Raw):       Marooned --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Neg LogProb(↓):   0.670264
Path Entropy(↓):  1.729382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lex barker starred movies
Start Entity:     Lex Barker
Gold Answer:      [['Lee Sholem']]
Predicted Ans:    Lee Sholem
Predicted Path:   Lex Barker --[(INV) starred_actors]--> Tarzan's Magic Fountain --[directed_by]--> Lee Sholem
Path (Raw):       Lex Barker --[No Operation]--> Lex Barker --[(INV) starred_actors]--> Tarzan's Magic Fountain --[directed_by]--> Lee Sholem
Neg LogProb(↓):   0.000394
Path Entropy(↓):  0.003482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of run ronnie run
Start Entity:     Run Ronnie Run
Gold Answer:      [['David Cross']]
Predicted Ans:    Troy Miller
Predicted Path:   Run Ronnie Run --[written_by]--> David Cross --[(INV) written_by]--> Run Ronnie Run --[directed_by]--> Troy Miller
Path (Raw):       Run Ronnie Run --[written_by]--> David Cross --[(INV) written_by]--> Run Ronnie Run --[directed_by]--> Troy Miller
Neg LogProb(↓):   0.005884
Path Entropy(↓):  0.037593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the movie for me and my gal
Start Entity:     For Me and My Gal
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   For Me and My Gal --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       For Me and My Gal --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   1.754427
Path Entropy(↓):  3.409933
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the scenesters
Start Entity:     The Scenesters
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Scenesters --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Scenesters --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.327835
Path Entropy(↓):  4.350903
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the night of the following day starred who
Start Entity:     The Night of the Following Day
Gold Answer:      [['Richard Boone', 'Rita Moreno', 'Marlon Brando', 'Pamela Franklin']]
Predicted Ans:    Rita Moreno
Predicted Path:   The Night of the Following Day --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> The Night of the Following Day --[starred_actors]--> Rita Moreno
Path (Raw):       The Night of the Following Day --[starred_actors]--> Rita Moreno --[(INV) starred_actors]--> The Night of the Following Day --[starred_actors]--> Rita Moreno
Neg LogProb(↓):   0.232194
Path Entropy(↓):  0.932773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by wesley barry
Start Entity:     Wesley Barry
Gold Answer:      [['Don Megowan', 'Don Doolittle', 'Frances McCann']]
Predicted Ans:    Frances McCann
Predicted Path:   Wesley Barry --[(INV) directed_by]--> The Creation of the Humanoids --[starred_actors]--> Frances McCann
Path (Raw):       Wesley Barry --[No Operation]--> Wesley Barry --[(INV) directed_by]--> The Creation of the Humanoids --[starred_actors]--> Frances McCann
Neg LogProb(↓):   0.000354
Path Entropy(↓):  0.003391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of john derek acted films
Start Entity:     John Derek
Gold Answer:      [['Samuel Fuller', 'James Justinian Morier', 'Willard Motley']]
Predicted Ans:    Willard Motley
Predicted Path:   John Derek --[(INV) starred_actors]--> Knock on Any Door --[written_by]--> Willard Motley
Path (Raw):       John Derek --[No Operation]--> John Derek --[(INV) starred_actors]--> Knock on Any Door --[written_by]--> Willard Motley
Neg LogProb(↓):   0.003952
Path Entropy(↓):  0.025782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie judge dredd were released in which years
Start Entity:     Judge Dredd
Gold Answer:      [['1980', '1970', '2008', '1992', '1959', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1976', '1995', '1948', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1978', '2000', '1997', '1975', '2005', '1991', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Judge Dredd --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Judge Dredd --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   1.321795
Path Entropy(↓):  2.416873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in den ofrivillige golfaren
Start Entity:     Den ofrivillige golfaren
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Den ofrivillige golfaren --[starred_actors]--> Lasse Åberg --[(INV) starred_actors]--> The Stig-Helmer Story --[has_genre]--> Comedy
Path (Raw):       Den ofrivillige golfaren --[starred_actors]--> Lasse Åberg --[(INV) starred_actors]--> The Stig-Helmer Story --[has_genre]--> Comedy
Neg LogProb(↓):   0.004910
Path Entropy(↓):  0.030938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film divine trash
Start Entity:     Divine Trash
Gold Answer:      [['John Waters']]
Predicted Ans:    Steve Yeager
Predicted Path:   Divine Trash --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[written_by]--> Steve Yeager
Path (Raw):       Divine Trash --[starred_actors]--> John Waters --[(INV) starred_actors]--> Divine Trash --[written_by]--> Steve Yeager
Neg LogProb(↓):   0.023824
Path Entropy(↓):  0.111565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by ski party actors
Start Entity:     Ski Party
Gold Answer:      [['Doran William Cannon', 'Frank Pierson', 'John Lee Hancock', 'Walter Newman', 'Leslie Bohem', 'Roy Chanslor', 'William Asher', 'Stephen Gaghan']]
Predicted Ans:    Frank Pierson
Predicted Path:   Ski Party --[starred_actors]--> Dwayne Hickman --[(INV) starred_actors]--> Cat Ballou --[written_by]--> Frank Pierson
Path (Raw):       Ski Party --[starred_actors]--> Dwayne Hickman --[(INV) starred_actors]--> Cat Ballou --[written_by]--> Frank Pierson
Neg LogProb(↓):   0.287638
Path Entropy(↓):  0.738749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by carol ryrie brink were in which genres
Start Entity:     Carol Ryrie Brink
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Carol Ryrie Brink --[(INV) written_by]--> All I Desire --[has_genre]--> Drama
Path (Raw):       Carol Ryrie Brink --[No Operation]--> Carol Ryrie Brink --[(INV) written_by]--> All I Desire --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was christina yao the writer of
Start Entity:     Christina Yao
Gold Answer:      [['Empire of Silver']]
Predicted Ans:    Empire of Silver
Predicted Path:   Christina Yao --[(INV) written_by]--> Empire of Silver --[written_by]--> Christina Yao --[(INV) written_by]--> Empire of Silver
Path (Raw):       Christina Yao --[(INV) written_by]--> Empire of Silver --[written_by]--> Christina Yao --[(INV) written_by]--> Empire of Silver
Neg LogProb(↓):   0.000116
Path Entropy(↓):  0.001171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote appointment with death
Start Entity:     Appointment with Death
Gold Answer:      [['Sidney Lumet', 'George Pollock', 'John Schlesinger', 'Kenneth Branagh', 'John Guillermin', 'Michael Winner', 'Neil LaBute', 'Billy Wilder', 'Robin Hardy', 'René Clair', 'Clark Johnson', 'Joseph L. Mankiewicz', 'Howard Hawks', 'Alfred Hitchcock']]
Predicted Ans:    Michael Winner
Predicted Path:   Appointment with Death --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[directed_by]--> Michael Winner
Path (Raw):       Appointment with Death --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[directed_by]--> Michael Winner
Neg LogProb(↓):   1.051434
Path Entropy(↓):  1.267438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the match factory girl writers
Start Entity:     The Match Factory Girl
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Match Factory Girl --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       The Match Factory Girl --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.273280
Path Entropy(↓):  0.722818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by gene lewis were directed by who
Start Entity:     Gene Lewis
Gold Answer:      [['Ray Enright']]
Predicted Ans:    Ray Enright
Predicted Path:   Gene Lewis --[(INV) written_by]--> Albuquerque --[directed_by]--> Ray Enright
Path (Raw):       Gene Lewis --[No Operation]--> Gene Lewis --[(INV) written_by]--> Albuquerque --[directed_by]--> Ray Enright
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of antitrust
Start Entity:     Antitrust
Gold Answer:      [['1998', '2003', '2004', '2014', '2012']]
Predicted Ans:    2001
Predicted Path:   Antitrust --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Antitrust --[release_year]--> 2001
Path (Raw):       Antitrust --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Antitrust --[release_year]--> 2001
Neg LogProb(↓):   1.033798
Path Entropy(↓):  1.557634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the director sergio cabrera
Start Entity:     Sergio Cabrera
Gold Answer:      [['Frank Ramírez', 'Fausto Cabrera']]
Predicted Ans:    Fausto Cabrera
Predicted Path:   Sergio Cabrera --[(INV) directed_by]--> La estrategia del caracol --[starred_actors]--> Fausto Cabrera
Path (Raw):       Sergio Cabrera --[No Operation]--> Sergio Cabrera --[(INV) directed_by]--> La estrategia del caracol --[starred_actors]--> Fausto Cabrera
Neg LogProb(↓):   0.070429
Path Entropy(↓):  0.248498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the north west mounted police director release
Start Entity:     North West Mounted Police
Gold Answer:      [['1944', '1923', '2003', '1936', '1935', '1963', '1939', '1915', '1947', '1932', '1914', '1956', '1942', '1938', '1996', '1934', '1949', '1929', '1927', '1919', '1952', '1958', '1930']]
Predicted Ans:    1947
Predicted Path:   North West Mounted Police --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Unconquered --[release_year]--> 1947
Path (Raw):       North West Mounted Police --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> Unconquered --[release_year]--> 1947
Neg LogProb(↓):   1.127857
Path Entropy(↓):  2.227086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with spice girls
Start Entity:     spice girls
Gold Answer:      [['Spice World']]
Predicted Ans:    Spice World
Predicted Path:   spice girls --[(INV) has_tags]--> Spice World --[has_tags]--> spice girls --[(INV) has_tags]--> Spice World
Path (Raw):       spice girls --[(INV) has_tags]--> Spice World --[has_tags]--> spice girls --[(INV) has_tags]--> Spice World
Neg LogProb(↓):   0.032117
Path Entropy(↓):  0.142885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie great day in the morning were in which languages
Start Entity:     Great Day in the Morning
Gold Answer:      [['English', 'Serbian', 'German']]
Predicted Ans:    German
Predicted Path:   Great Day in the Morning --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[in_language]--> German
Path (Raw):       Great Day in the Morning --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[in_language]--> German
Neg LogProb(↓):   0.025621
Path Entropy(↓):  0.118343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by hi, mom! actors
Start Entity:     Hi, Mom!
Gold Answer:      [['Italian', 'English', 'French', 'Russian']]
Predicted Ans:    Italian
Predicted Path:   Hi, Mom! --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Hi, Mom! --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.124367
Path Entropy(↓):  0.439365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of where's marlowe?
Start Entity:     Where's Marlowe?
Gold Answer:      [['Pacific Heights', 'White Sands']]
Predicted Ans:    White Sands
Predicted Path:   Where's Marlowe? --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands
Path (Raw):       Where's Marlowe? --[No Operation]--> Where's Marlowe? --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands
Neg LogProb(↓):   0.709244
Path Entropy(↓):  0.953914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did tyler labine act in
Start Entity:     Tyler Labine
Gold Answer:      [['Someone Marry Barry', 'Cottage Country']]
Predicted Ans:    Someone Marry Barry
Predicted Path:   Tyler Labine --[(INV) starred_actors]--> Someone Marry Barry --[starred_actors]--> Tyler Labine --[(INV) starred_actors]--> Someone Marry Barry
Path (Raw):       Tyler Labine --[(INV) starred_actors]--> Someone Marry Barry --[starred_actors]--> Tyler Labine --[(INV) starred_actors]--> Someone Marry Barry
Neg LogProb(↓):   0.264973
Path Entropy(↓):  0.698167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by david hare starred who
Start Entity:     David Hare
Gold Answer:      [['Michael Gambon', 'Rachel Weisz', 'Mike Nichols', 'Miranda Richardson', 'Bill Nighy', 'Tom Hughes', 'David de Keyser']]
Predicted Ans:    Rachel Weisz
Predicted Path:   David Hare --[(INV) directed_by]--> Page Eight --[starred_actors]--> Rachel Weisz
Path (Raw):       David Hare --[No Operation]--> David Hare --[(INV) directed_by]--> Page Eight --[starred_actors]--> Rachel Weisz
Neg LogProb(↓):   1.015520
Path Entropy(↓):  1.562839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed one hour photo
Start Entity:     One Hour Photo
Gold Answer:      [['Alex Garland', 'Kazuo Ishiguro']]
Predicted Ans:    Mark Romanek
Predicted Path:   One Hour Photo --[directed_by]--> Mark Romanek --[(INV) directed_by]--> One Hour Photo --[written_by]--> Mark Romanek
Path (Raw):       One Hour Photo --[directed_by]--> Mark Romanek --[(INV) directed_by]--> One Hour Photo --[written_by]--> Mark Romanek
Neg LogProb(↓):   0.002994
Path Entropy(↓):  0.020560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of teresa hill acted films
Start Entity:     Teresa Hill
Gold Answer:      [['Jeff Burr']]
Predicted Ans:    Jeff Burr
Predicted Path:   Teresa Hill --[(INV) starred_actors]--> Puppet Master 4 --[directed_by]--> Jeff Burr
Path (Raw):       Teresa Hill --[No Operation]--> Teresa Hill --[(INV) starred_actors]--> Puppet Master 4 --[directed_by]--> Jeff Burr
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by carny actors
Start Entity:     Carny
Gold Answer:      [['Dustin Hoffman', 'Adrian Lyne', 'Dennis Hopper', 'Stuart Rosenberg', 'Spike Lee', 'Martin Scorsese', 'John Milius', 'Richard C. Sarafian', 'Jonathan Demme', 'John Badham', 'Neill Blomkamp', 'Richard Donner', 'Michael Apted', 'Roman Polanski', 'Kathryn Bigelow', 'Mark Levin', 'Jennifer Flackett', 'Matthew Patrick', 'Tony Bill', 'Nicolas Gessner', 'Daniel Stern', 'Steve Rash', 'Alan Parker', 'Jon Amiel', 'Andrew Davis', 'Robert Schwentke', 'Ernest R. Dickerson', 'Neil Jordan', 'Andy Tennant', 'Robert Zemeckis', 'Ulu Grosbard', 'Fred Schepisi', 'Tony Richardson', 'David Fincher', 'Jonathan Kaplan', 'Jodie Foster', 'Delphine Gleize', 'Gary Nelson']]
Predicted Ans:    Spike Lee
Predicted Path:   Carny --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       Carny --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.144131
Path Entropy(↓):  0.637585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by james hagan release
Start Entity:     James Hagan
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   James Hagan --[(INV) written_by]--> One Sunday Afternoon --[release_year]--> 1933
Path (Raw):       James Hagan --[No Operation]--> James Hagan --[(INV) written_by]--> One Sunday Afternoon --[release_year]--> 1933
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with rogue cop fall under
Start Entity:     Rogue Cop
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Rogue Cop --[starred_actors]--> Janet Leigh --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Path (Raw):       Rogue Cop --[starred_actors]--> Janet Leigh --[(INV) starred_actors]--> Touch of Evil --[has_genre]--> Thriller
Neg LogProb(↓):   0.235779
Path Entropy(↓):  0.915287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by joseph wambaugh
Start Entity:     Joseph Wambaugh
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Joseph Wambaugh --[(INV) written_by]--> The Onion Field --[has_genre]--> Drama
Path (Raw):       Joseph Wambaugh --[No Operation]--> Joseph Wambaugh --[(INV) written_by]--> The Onion Field --[has_genre]--> Drama
Neg LogProb(↓):   0.019237
Path Entropy(↓):  0.094398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by gypsy rose lee were released in which years
Start Entity:     Gypsy Rose Lee
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Gypsy Rose Lee --[(INV) starred_actors]--> Wind Across the Everglades --[release_year]--> 1958
Path (Raw):       Gypsy Rose Lee --[No Operation]--> Gypsy Rose Lee --[(INV) starred_actors]--> Wind Across the Everglades --[release_year]--> 1958
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in hop
Start Entity:     Hop
Gold Answer:      [['Kinka Usher', 'Richard Kelly', 'Michael Hoffman', 'Don Bluth', 'Steve Gordon', 'Mick Jackson', 'Roland Emmerich', 'Steven Brill', 'A.J. Kparr', 'Gary Goldman', 'Brett Morgen', 'Max Mayer', 'Stephen Gyllenhaal', 'Nicholas Stoller', 'Raja Gosnell', 'Kevin Lima', 'Bryan Singer', 'David Nutter', 'Stuart Gillard', 'Jason Winer', 'Davis Guggenheim', 'Sean Anders', 'Diablo Cody', 'Rod Lurie', 'Mary Agnes Donoghue', 'Sam Peckinpah', 'Gareth Edwards', 'Tony Piccirillo']]
Predicted Ans:    Gareth Edwards
Predicted Path:   Hop --[starred_actors]--> Hank Azaria --[(INV) starred_actors]--> Godzilla --[directed_by]--> Gareth Edwards
Path (Raw):       Hop --[starred_actors]--> Hank Azaria --[(INV) starred_actors]--> Godzilla --[directed_by]--> Gareth Edwards
Neg LogProb(↓):   0.353488
Path Entropy(↓):  1.014289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie seven samurai about
Start Entity:     Seven Samurai
Gold Answer:      [['drama', '4', 'samurai', 'japan', 'seven', 'akira kurosawa', 'kurosawa']]
Predicted Ans:    4
Predicted Path:   Seven Samurai --[has_tags]--> 4 --[written_by]--> Vladimir Sorokin --[(INV) written_by]--> 4
Path (Raw):       Seven Samurai --[has_tags]--> 4 --[written_by]--> Vladimir Sorokin --[(INV) written_by]--> 4
Neg LogProb(↓):   0.139107
Path Entropy(↓):  0.414065
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie billy the kid are written by who
Start Entity:     Billy the Kid
Gold Answer:      [['Edward Abbey', 'Clare Boothe Luce', 'Janet Green', 'Donald Freed', 'Mark Lane', 'Frank Tashlin', 'William Ludwig', 'Leo Rosten', 'Ben Roberts', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'Eleanore Griffin', 'Dalton Trumbo', 'Mac Benoff', 'Harpo Marx', 'Nicholas Monsarrat', 'Fannie Hurst', 'Ivan Goff', 'Charles Kaufman']]
Predicted Ans:    Clare Boothe Luce
Predicted Path:   Billy the Kid --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[written_by]--> Clare Boothe Luce
Path (Raw):       Billy the Kid --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[written_by]--> Clare Boothe Luce
Neg LogProb(↓):   0.290486
Path Entropy(↓):  0.900692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the mangler
Start Entity:     The Mangler
Gold Answer:      [['Denise Crosby', 'Marcia Gay Harden', 'David Keith', 'Tom Savini', 'Dennis Hopper', 'Julianne Moore', 'Anthony Hopkins', 'John Cusack', 'James Caan', 'Shelley Duvall', 'Fritz Weaver', 'Danny Lloyd', 'Herbert Lom', 'Joe Mantegna', 'Sissy Spacek', 'Pat Hingle', 'Michael Constantine', 'Lucinda Jenney', 'Michael Clarke Duncan', 'Christopher Walken', 'Julie Entwisle', 'Laura Harrington', 'John Turturro', 'Morgan Freeman', 'Tim Robbins', 'William Katt', 'Dale Midkiff', 'Jeff Fahey', 'David Morse', 'Marilyn Burns', 'Paul A. Partain', 'Brooke Adams', 'Jack Nicholson', 'Wes Bentley', 'Emmanuelle Vaugier', 'James Woods', 'Alan King', 'Fred Gwynne', 'Piper Laurie', 'Corey Haim', 'Bonnie Bedelia', 'Bonnie Hunt', 'Amy Madigan', 'Adrienne Barbeau', 'Pierce Brosnan', 'Kathy Bates', 'Robert John Burke', 'Gary Busey', 'Hal Holbrook', 'Frances Sternhagen', 'Richard Farnsworth', 'Tom Hanks', 'Timothy Hutton', 'Bill Moseley', 'Jim Brown', 'Max von Sydow', 'Emilio Estevez', 'Damian Lewis', 'Megan Follows', 'Tom Skerritt', 'Andre Braugher', 'Christian Slater', 'Jennifer Jones', 'Ian McKellen', 'Everett McGill', 'Linda Hamilton', 'Laurence Olivier', 'Jason Lee', 'John Stockwell', 'Drew Barrymore', 'Miguel Ferrer', 'Keith Gordon', 'Thomas Jane', 'Leslie Nielsen', 'Arnold Schwarzenegger', 'Chloë Grace Moretz', 'Jennifer Jason Leigh', 'Laurie Holden', 'Caroline Williams', 'Jim Siedow', 'Scatman Crothers', 'Brad Renfro', 'Amy Irving', 'Johnny Depp', 'Ed Harris', 'Alexandra Paul', 'Peter Horton', 'Michael Rooker']]
Predicted Ans:    Drew Barrymore
Predicted Path:   The Mangler --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Path (Raw):       The Mangler --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.483148
Path Entropy(↓):  1.180674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with thomas mann
Start Entity:     Thomas Mann
Gold Answer:      [['Jonathan Daniel Brown', 'Oliver Cooper']]
Predicted Ans:    Jonathan Daniel Brown
Predicted Path:   Thomas Mann --[(INV) starred_actors]--> Project X --[starred_actors]--> Jonathan Daniel Brown
Path (Raw):       Thomas Mann --[No Operation]--> Thomas Mann --[(INV) starred_actors]--> Project X --[starred_actors]--> Jonathan Daniel Brown
Neg LogProb(↓):   0.583956
Path Entropy(↓):  0.688294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is little secrets about
Start Entity:     Little Secrets
Gold Answer:      [['secrets']]
Predicted Ans:    secrets
Predicted Path:   Little Secrets --[has_tags]--> secrets --[(INV) has_tags]--> Little Secrets --[has_tags]--> secrets
Path (Raw):       Little Secrets --[has_tags]--> secrets --[(INV) has_tags]--> Little Secrets --[has_tags]--> secrets
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did sandra bernhard star in
Start Entity:     Sandra Bernhard
Gold Answer:      [['Nice Dreams']]
Predicted Ans:    Up in Smoke
Predicted Path:   Sandra Bernhard --[(INV) starred_actors]--> Nice Dreams --[starred_actors]--> Tommy Chong --[(INV) starred_actors]--> Up in Smoke
Path (Raw):       Sandra Bernhard --[(INV) starred_actors]--> Nice Dreams --[starred_actors]--> Tommy Chong --[(INV) starred_actors]--> Up in Smoke
Neg LogProb(↓):   0.045187
Path Entropy(↓):  0.208911
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films written by umberto lenzi
Start Entity:     Umberto Lenzi
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[in_language]--> Italian
Path (Raw):       Umberto Lenzi --[No Operation]--> Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[in_language]--> Italian
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the anniversary party fall under
Start Entity:     The Anniversary Party
Gold Answer:      [['Family', 'Music', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Anniversary Party --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[has_genre]--> Thriller
Path (Raw):       The Anniversary Party --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[has_genre]--> Thriller
Neg LogProb(↓):   0.603550
Path Entropy(↓):  1.140219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by riad sattouf
Start Entity:     Riad Sattouf
Gold Answer:      [['The French Kissers']]
Predicted Ans:    The French Kissers
Predicted Path:   Riad Sattouf --[(INV) written_by]--> The French Kissers --[written_by]--> Marc Syrigas --[(INV) written_by]--> The French Kissers
Path (Raw):       Riad Sattouf --[(INV) written_by]--> The French Kissers --[written_by]--> Marc Syrigas --[(INV) written_by]--> The French Kissers
Neg LogProb(↓):   0.001501
Path Entropy(↓):  0.011249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the night of the iguana
Start Entity:     The Night of the Iguana
Gold Answer:      [['The Amazing Dr. Clitterhouse', 'Mr. North', 'The Loss of a Teardrop Diamond', 'The Asphalt Jungle', 'Baby Doll', 'The Man Who Would Be King', 'Sweet Bird of Youth', 'The African Queen', 'Three Strangers', 'A Streetcar Named Desire', 'The Roman Spring of Mrs. Stone', 'Heaven Knows, Mr. Allison', 'The Fugitive Kind', 'Key Largo', 'Moulin Rouge', 'The Glass Menagerie', 'Summer and Smoke', 'The Maltese Falcon', 'Period of Adjustment', 'This Property Is Condemned', 'Sergeant York', 'Boom!', 'The Rose Tattoo', 'Beat the Devil', 'The Treasure of the Sierra Madre', "Dr. Ehrlich's Magic Bullet", 'Juarez', 'Suddenly, Last Summer', 'Here Without Me', 'The Red Badge of Courage', 'The Kremlin Letter', 'Cat on a Hot Tin Roof', 'High Sierra', 'Jezebel', 'Moby Dick']]
Predicted Ans:    The Maltese Falcon
Predicted Path:   The Night of the Iguana --[written_by]--> John Huston --[(INV) written_by]--> The Maltese Falcon
Path (Raw):       The Night of the Iguana --[written_by]--> John Huston --[(INV) written_by]--> The Maltese Falcon --[No Operation]--> The Maltese Falcon
Neg LogProb(↓):   1.421227
Path Entropy(↓):  2.346120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Jim jarmusch was the director of which movies
Start Entity:     Jim Jarmusch
Gold Answer:      [['Broken Flowers', 'Permanent Vacation', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Dead Man', 'Night on Earth', 'Coffee and Cigarettes', 'Mystery Train', 'Only Lovers Left Alive']]
Predicted Ans:    Permanent Vacation
Predicted Path:   Jim Jarmusch --[(INV) directed_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation
Path (Raw):       Jim Jarmusch --[(INV) directed_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Permanent Vacation
Neg LogProb(↓):   1.901977
Path Entropy(↓):  3.419648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sophia loren starred movies
Start Entity:     Sophia Loren
Gold Answer:      [['David Divine', "Eugene O'Neill", 'Jan de Hartog', 'Edward Anhalt', 'Dale Wasserman', 'Irwin Shaw', 'Gordon Cotler', 'C.S. Forester', 'Melville Shavelson', 'Ben Barzman', 'Ettore Scola', 'Edna Anhalt', 'Basilio Franchina', 'Dwight Taylor', 'Ivan Moffat', 'Jack Rose', 'Michael Winner', 'Philip Yordan', 'Alberto Moravia', 'Cesare Zavattini', 'Mark Steven Johnson', 'Tinto Brass', 'Fredric M. Frank', 'Edoardo Ponti', "Suso Cecchi D'Amico", 'Jack Davies', 'Michael Pertwee', 'Tahmineh Milani']]
Predicted Ans:    Melville Shavelson
Predicted Path:   Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[written_by]--> Melville Shavelson
Path (Raw):       Sophia Loren --[No Operation]--> Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[written_by]--> Melville Shavelson
Neg LogProb(↓):   1.017549
Path Entropy(↓):  1.970002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of sabata
Start Entity:     Sabata
Gold Answer:      [['The Octagon', 'The Good, the Bad and the Ugly', 'Death Rides a Horse', "God's Gun", 'It Conquered the World', 'For a Few Dollars More']]
Predicted Ans:    For a Few Dollars More
Predicted Path:   Sabata --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More
Path (Raw):       Sabata --[starred_actors]--> Lee Van Cleef --[No Operation]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More
Neg LogProb(↓):   0.194279
Path Entropy(↓):  0.499529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by nehemiah persoff were in which genres
Start Entity:     Nehemiah Persoff
Gold Answer:      [['Western', 'Adventure']]
Predicted Ans:    Western
Predicted Path:   Nehemiah Persoff --[(INV) starred_actors]--> The Comancheros --[has_genre]--> Western
Path (Raw):       Nehemiah Persoff --[No Operation]--> Nehemiah Persoff --[(INV) starred_actors]--> The Comancheros --[has_genre]--> Western
Neg LogProb(↓):   0.041196
Path Entropy(↓):  0.169084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by nandana sen were released in which years
Start Entity:     Nandana Sen
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Nandana Sen --[(INV) starred_actors]--> The War Within --[release_year]--> 2005
Path (Raw):       Nandana Sen --[No Operation]--> Nandana Sen --[(INV) starred_actors]--> The War Within --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie judy berlin
Start Entity:     Judy Berlin
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Judy Berlin --[directed_by]--> Eric Mendelsohn --[(INV) directed_by]--> 3 Backyards --[release_year]--> 2010
Path (Raw):       Judy Berlin --[directed_by]--> Eric Mendelsohn --[(INV) directed_by]--> 3 Backyards --[release_year]--> 2010
Neg LogProb(↓):   0.161598
Path Entropy(↓):  0.421615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in disco dancer
Start Entity:     Disco Dancer
Gold Answer:      [['Mani Ratnam']]
Predicted Ans:    Mani Ratnam
Predicted Path:   Disco Dancer --[starred_actors]--> Mithun Chakraborty --[(INV) starred_actors]--> Guru --[written_by]--> Mani Ratnam
Path (Raw):       Disco Dancer --[starred_actors]--> Mithun Chakraborty --[(INV) starred_actors]--> Guru --[written_by]--> Mani Ratnam
Neg LogProb(↓):   0.013951
Path Entropy(↓):  0.077681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by george a. romero fall under
Start Entity:     George A. Romero
Gold Answer:      [['Drama', 'Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   George A. Romero --[(INV) directed_by]--> Two Evil Eyes --[has_genre]--> Horror
Path (Raw):       George A. Romero --[No Operation]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes --[has_genre]--> Horror
Neg LogProb(↓):   0.032007
Path Entropy(↓):  0.158142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in hard rain
Start Entity:     Hard Rain
Gold Answer:      [['Walter Hill', 'David Saperstein', 'Stephen Frears', 'Michael Goldenberg', 'Clint Eastwood', 'Paul McGuigan', 'Delmer Daves', 'Lasse Hallström', 'Geoff Murphy', 'Scott Sanders', 'Jack Sholder', 'Steven Schachter', 'Michael Lehmann', 'Harvey Kahn', 'Simon Moore', 'Lee Tamahori', 'Hal Ashby', 'David Frankel', 'Robert Benton', 'Mark Jonathan Harris', 'Sam Weisman', 'John G. Avildsen', 'Glenn Jordan', 'Frank Darabont', 'Michael Winnick', 'George Armitage', 'Timur Bekmambetov', 'Louis Leterrier', 'Joseph Kosinski', 'Barry Levinson', 'Mimi Leder', 'Jon Turteltaub', 'Chris Ver Wiel', 'John Woo', 'Allan Moyle', 'Mel Smith', 'Bonnie Hunt', 'Rich Cowan', 'Brad Silberling', 'Bob Balaban', 'Peter Werner', 'Ang Lee', 'Alexander Korda', 'Neil LaBute', 'Carl Franklin', 'Sally Field', 'Edward Zwick', 'Chris Buck', 'Luc Besson', 'David J. Burke', 'Robert Altman', 'Tom Shadyac', 'Stephen Kessler', 'Reinhard Klooss', 'Marleen Gorris', 'Andrew Davis', 'Marc Rocco', 'Kevin Lima', 'David Lickley', 'Arthur Penn', 'Rod Lurie', 'Uwe Boll', 'Bruce Beresford', 'Glenn Gordon Caron', 'Wolfgang Petersen', 'Tony Scott', 'Tony Bill', 'Peter Berg', 'Charles Martin Smith', 'Gary Fleder', 'Bruce A. Evans', 'Steven Spielberg', 'Pen Densham', 'Harold Ramis', 'Marc Evans', 'Stephen Hopkins', 'Oliver Parker', "Dean O'Flaherty", 'John Murlowski', 'Rob Reiner']]
Predicted Ans:    Tom Shadyac
Predicted Path:   Hard Rain --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Path (Raw):       Hard Rain --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[directed_by]--> Tom Shadyac
Neg LogProb(↓):   0.831117
Path Entropy(↓):  2.431568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of the best of times starred who
Start Entity:     The Best of Times
Gold Answer:      [['Barry Pepper', 'Sidney Poitier', 'Robert Downey Jr.', 'Arnold Schwarzenegger', 'Kirstie Alley', 'Liev Schreiber', 'Pierce Brosnan', 'Jeff Goldblum', 'Ben Johnson', 'David Copperfield', 'Sylvester Stallone', 'Jamie Lee Curtis', 'Estelle Getty', 'Clancy Brown', 'Mel Gibson', 'Anthony LaPaglia', 'Tom Berenger']]
Predicted Ans:    Barry Pepper
Predicted Path:   The Best of Times --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Ripley Under Ground --[starred_actors]--> Barry Pepper
Path (Raw):       The Best of Times --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Ripley Under Ground --[starred_actors]--> Barry Pepper
Neg LogProb(↓):   0.875685
Path Entropy(↓):  0.756012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the fearless vampire killers screenwriters
Start Entity:     The Fearless Vampire Killers
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Fearless Vampire Killers --[written_by]--> Roman Polanski --[(INV) written_by]--> Venus in Fur --[has_genre]--> Drama
Path (Raw):       The Fearless Vampire Killers --[written_by]--> Roman Polanski --[(INV) written_by]--> Venus in Fur --[has_genre]--> Drama
Neg LogProb(↓):   0.753997
Path Entropy(↓):  1.178758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film american roulette
Start Entity:     American Roulette
Gold Answer:      [['Raymond De Felitta', 'George Hickenlooper', 'John Kent Harrison', 'Anthony Hopkins', 'Tom McLoughlin', 'Jieho Lee', 'Steven Lisberger']]
Predicted Ans:    Jieho Lee
Predicted Path:   American Roulette --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Air I Breathe --[directed_by]--> Jieho Lee
Path (Raw):       American Roulette --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Air I Breathe --[directed_by]--> Jieho Lee
Neg LogProb(↓):   0.104539
Path Entropy(↓):  0.411761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie blood and sand
Start Entity:     Blood and Sand
Gold Answer:      [['Edmund Goulding', 'William A. Seiter', 'Tay Garnett', 'John Byrum', 'Preston Sturges', 'Rouben Mamoulian', 'Jill Sprecher', 'Félix Enríquez Alcalá', 'Billy Wilder', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'George Sidney', 'Henry King', 'Anatole Litvak', 'Hall Bartlett', 'Robert Rossen', 'Allan Dwan', 'Archie Mayo', 'René Clair', 'Howard Zieff', 'Robert Parrish', 'Peter Godfrey', 'Delbert Mann', 'Victor Saville', 'Ben Hecht', 'Charles Vidor', 'Orson Welles', 'Ralph Nelson', 'Sidney Lanfield', 'Joseph L. Mankiewicz', 'Clarence Brown', 'Howard Hawks']]
Predicted Ans:    Billy Wilder
Predicted Path:   Blood and Sand --[starred_actors]--> Tyrone Power --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Path (Raw):       Blood and Sand --[starred_actors]--> Tyrone Power --[(INV) starred_actors]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.545373
Path Entropy(↓):  2.402868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of enemy mine also directed which films
Start Entity:     Enemy Mine
Gold Answer:      [['Poseidon', 'In the Line of Fire', 'Air Force One', 'Shattered', 'Outbreak', 'Das Boot', 'Troy', 'The NeverEnding Story', 'The Perfect Storm']]
Predicted Ans:    Das Boot
Predicted Path:   Enemy Mine --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Das Boot
Path (Raw):       Enemy Mine --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Das Boot --[No Operation]--> Das Boot
Neg LogProb(↓):   0.832984
Path Entropy(↓):  1.598208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by bapsi sidhwa were in which languages
Start Entity:     Bapsi Sidhwa
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Bapsi Sidhwa --[(INV) written_by]--> Earth --[in_language]--> Spanish
Path (Raw):       Bapsi Sidhwa --[No Operation]--> Bapsi Sidhwa --[(INV) written_by]--> Earth --[in_language]--> Spanish
Neg LogProb(↓):   0.144794
Path Entropy(↓):  0.395414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Wild zero, when was it released
Start Entity:     Wild Zero
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Wild Zero --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Wild Zero --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   2.620290
Path Entropy(↓):  4.494548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of a foreign affair
Start Entity:     A Foreign Affair
Gold Answer:      [['Buddy Buddy', 'Sabrina', 'Irma la Douce', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'The Lost Weekend', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Seven Year Itch', 'The Spirit of St. Louis', 'Some Like It Hot', 'Avanti!', 'The Major and the Minor', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'Stalag 17']]
Predicted Ans:    Sabrina
Predicted Path:   A Foreign Affair --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina
Path (Raw):       A Foreign Affair --[No Operation]--> A Foreign Affair --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina
Neg LogProb(↓):   0.812881
Path Entropy(↓):  1.630770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with it's a mad, mad, mad, mad world in
Start Entity:     It's a Mad, Mad, Mad, Mad World
Gold Answer:      [['Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   It's a Mad, Mad, Mad, Mad World --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Judgment at Nuremberg --[in_language]--> German
Path (Raw):       It's a Mad, Mad, Mad, Mad World --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Judgment at Nuremberg --[in_language]--> German
Neg LogProb(↓):   0.452485
Path Entropy(↓):  0.660696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the broken circle breakdown
Start Entity:     The Broken Circle Breakdown
Gold Answer:      [['Felix van Groeningen']]
Predicted Ans:    Felix van Groeningen
Predicted Path:   The Broken Circle Breakdown --[written_by]--> Felix van Groeningen --[(INV) written_by]--> The Misfortunates --[directed_by]--> Felix van Groeningen
Path (Raw):       The Broken Circle Breakdown --[written_by]--> Felix van Groeningen --[(INV) written_by]--> The Misfortunates --[directed_by]--> Felix van Groeningen
Neg LogProb(↓):   0.012815
Path Entropy(↓):  0.081366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by be kind rewind actors
Start Entity:     Be Kind Rewind
Gold Answer:      [['Vietnamese', 'French', 'Portuguese', 'Irish', 'English', 'Greek', 'Turkish', 'Czech']]
Predicted Ans:    Vietnamese
Predicted Path:   Be Kind Rewind --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Path (Raw):       Be Kind Rewind --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Neg LogProb(↓):   1.602369
Path Entropy(↓):  0.906186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of give my regards to broad street also starred in which movies
Start Entity:     Give My Regards to Broad Street
Gold Answer:      [['F/X2', 'Help!', 'Two Hands', 'F/X', 'Lisztomania', 'Caveman', 'Cocktail', "A Hard Day's Night", 'Full Body Massage', 'Dirty Deeds', 'The Magic Christian', 'On the Beach', 'Breaker Morant', 'Blindman', 'Oh My God']]
Predicted Ans:    Lisztomania
Predicted Path:   Give My Regards to Broad Street --[starred_actors]--> Ringo Starr --[(INV) starred_actors]--> Lisztomania
Path (Raw):       Give My Regards to Broad Street --[starred_actors]--> Ringo Starr --[No Operation]--> Ringo Starr --[(INV) starred_actors]--> Lisztomania
Neg LogProb(↓):   0.631947
Path Entropy(↓):  1.125876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by kevin m. brennan were in which genres
Start Entity:     Kevin M. Brennan
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kevin M. Brennan --[(INV) starred_actors]--> It's a Disaster --[has_genre]--> Comedy
Path (Raw):       Kevin M. Brennan --[No Operation]--> Kevin M. Brennan --[(INV) starred_actors]--> It's a Disaster --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Gordon douglas was the director of which movies
Start Entity:     Gordon Douglas
Gold Answer:      [['Robin and the 7 Hoods', 'Up Periscope', 'Tony Rome', 'Young at Heart', 'Them!', 'Stagecoach', 'In Like Flint', 'Lady in Cement', 'I Was a Communist for the FBI', 'Saps at Sea', 'The Detective', 'Call Me Bwana']]
Predicted Ans:    Tony Rome
Predicted Path:   Gordon Douglas --[(INV) directed_by]--> Tony Rome --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Tony Rome
Path (Raw):       Gordon Douglas --[(INV) directed_by]--> Tony Rome --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Tony Rome
Neg LogProb(↓):   1.310765
Path Entropy(↓):  2.982626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of mystic river
Start Entity:     Mystic River
Gold Answer:      [['Guy Pearce', 'Igal Naor', 'Denzel Washington', 'Harrison Ford', 'Radha Mitchell', 'Kevin Spacey', 'Julianne Moore', 'Rufus Sewell', 'Gregg Henry', 'Olivia Williams', 'Kristy Swanson', 'James Gandolfini', 'Christopher Meloni', 'Chadwick Boseman', 'Maria Bello', 'Nicole Beharie', 'Mark Addy', 'Larenz Tate', 'Noomi Rapace', 'Matthias Schoenaerts', 'Christopher Walken', 'Paul Bettany', 'Casey Affleck', 'Julia Roberts', 'Chad Lowe', 'David Paymer', 'Leonardo DiCaprio', 'Heath Ledger', 'Kevin Costner', 'Sylvester Stallone', 'Benno Fürmann', 'Will Patton', 'Shannyn Sossamon', 'Russell Crowe', 'Tom Hardy', 'Dakota Fanning', 'Patrick Bergin', 'Antonio Banderas', 'Mel Gibson']]
Predicted Ans:    Mel Gibson
Predicted Path:   Mystic River --[written_by]--> Brian Helgeland --[(INV) written_by]--> Payback --[starred_actors]--> Mel Gibson
Path (Raw):       Mystic River --[written_by]--> Brian Helgeland --[(INV) written_by]--> Payback --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.351226
Path Entropy(↓):  0.949293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is the freshman
Start Entity:     The Freshman
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Freshman --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Freshman --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.635761
Path Entropy(↓):  5.051622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of hurry sundown
Start Entity:     Hurry Sundown
Gold Answer:      [['Richard Attenborough', 'Alice Faye', 'John Gielgud', 'José Ferrer', 'Henry Fonda', 'Gene Tierney', 'Richard Conte', 'James Stewart', 'Dorothy Gish', 'Gary Cooper', 'Ralph Bellamy', 'William Holden', 'Dyan Cannon', "Arthur O'Connell", 'David Niven', 'Robert Mitchum', 'Jean Seberg', 'Mylène Demongeot', 'Dana Andrews', 'Maggie McNamara', 'Jackie Gleason', 'George Sanders', 'Linda Darnell', 'Richard Greene', 'Patricia Neal', 'Rod Steiger', 'Joan Crawford', 'Harry Belafonte', 'John Wayne', 'Laurence Olivier', 'Kim Novak', 'Marilyn Monroe', 'Lee Remick', 'Kirk Douglas', 'Tom Tryon', 'Fred Clark', 'Carol Channing', 'Jean Simmons', 'Frankie Avalon', 'Ben Gazzara', 'Dorothy Dandridge', 'Arnold Stang', 'Frank Sinatra', 'Cornel Wilde', 'Clifton Webb', 'Deborah Kerr', 'Eleanor Parker', 'Vincent Price', 'Derek Jacobi', 'Charles Bickford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Hurry Sundown --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Path (Raw):       Hurry Sundown --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Daisy Kenyon --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.682771
Path Entropy(↓):  1.524146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of smokin'aces
Start Entity:     Smokin' Aces
Gold Answer:      [['Patrick Wilson', 'Frank Grillo', 'Liam Neeson', 'Jessica Biel', 'Dermot Mulroney', 'Bradley Cooper', 'Joe Carnahan', 'Ed Helms', 'Brooklyn Decker']]
Predicted Ans:    Liam Neeson
Predicted Path:   Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> The Grey --[starred_actors]--> Liam Neeson
Path (Raw):       Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> The Grey --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.460029
Path Entropy(↓):  0.872749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by thomas balmes in
Start Entity:     Thomas Balmès
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Thomas Balmès --[(INV) directed_by]--> Babies --[has_genre]--> Documentary
Path (Raw):       Thomas Balmès --[No Operation]--> Thomas Balmès --[(INV) directed_by]--> Babies --[has_genre]--> Documentary
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000262
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the statement
Start Entity:     The Statement
Gold Answer:      [['1983', '1948', '1966', '2001', '2008', '2005', '1991', '1982', '2004', '2002', '1981', '1987', '2012', '2007']]
Predicted Ans:    2003
Predicted Path:   The Statement --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Statement --[release_year]--> 2003
Path (Raw):       The Statement --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Statement --[release_year]--> 2003
Neg LogProb(↓):   1.150710
Path Entropy(↓):  1.947019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of two women
Start Entity:     Two Women
Gold Answer:      [['Zhang Fan', 'Wang Haidi', 'Carlo Battisti', 'Dominique Sanda', 'Sophia Loren', 'Lina Gennari', 'Marcello Mastroianni', 'Paolo Stoppa', 'Emma Gramatica', 'Francesco Golisano', 'Guglielmo Barnabò', 'Enzo Staiola', 'Lamberto Maggiorani', 'Joan Chen', 'Lino Capolicchio', 'Peter Sellers']]
Predicted Ans:    Paolo Stoppa
Predicted Path:   Two Women --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Miracle in Milan --[starred_actors]--> Paolo Stoppa
Path (Raw):       Two Women --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> Miracle in Milan --[starred_actors]--> Paolo Stoppa
Neg LogProb(↓):   0.787056
Path Entropy(↓):  1.749439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in wyoming renegades
Start Entity:     Wyoming Renegades
Gold Answer:      [['Martha Hyer', 'Gene Evans']]
Predicted Ans:    Mary Welch
Predicted Path:   Wyoming Renegades --[starred_actors]--> Gene Evans --[(INV) starred_actors]--> Park Row --[starred_actors]--> Mary Welch
Path (Raw):       Wyoming Renegades --[starred_actors]--> Gene Evans --[(INV) starred_actors]--> Park Row --[starred_actors]--> Mary Welch
Neg LogProb(↓):   0.444043
Path Entropy(↓):  0.953806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies starred by twentieth century actors
Start Entity:     Twentieth Century
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Twentieth Century --[starred_actors]--> Carole Lombard --[(INV) starred_actors]--> Now and Forever --[has_genre]--> Drama
Path (Raw):       Twentieth Century --[starred_actors]--> Carole Lombard --[(INV) starred_actors]--> Now and Forever --[has_genre]--> Drama
Neg LogProb(↓):   0.341829
Path Entropy(↓):  0.990912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was geoffrey chaucer the writer of
Start Entity:     Geoffrey Chaucer
Gold Answer:      [['The Canterbury Tales']]
Predicted Ans:    The Canterbury Tales
Predicted Path:   Geoffrey Chaucer --[(INV) written_by]--> The Canterbury Tales --[written_by]--> Geoffrey Chaucer --[(INV) written_by]--> The Canterbury Tales
Path (Raw):       Geoffrey Chaucer --[(INV) written_by]--> The Canterbury Tales --[written_by]--> Geoffrey Chaucer --[(INV) written_by]--> The Canterbury Tales
Neg LogProb(↓):   0.086098
Path Entropy(↓):  0.284824
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did frederick hazlitt brennan write
Start Entity:     Frederick Hazlitt Brennan
Gold Answer:      [['A Guy Named Joe']]
Predicted Ans:    A Guy Named Joe
Predicted Path:   Frederick Hazlitt Brennan --[(INV) written_by]--> A Guy Named Joe --[written_by]--> Chandler Sprague --[(INV) written_by]--> A Guy Named Joe
Path (Raw):       Frederick Hazlitt Brennan --[(INV) written_by]--> A Guy Named Joe --[written_by]--> Chandler Sprague --[(INV) written_by]--> A Guy Named Joe
Neg LogProb(↓):   0.234452
Path Entropy(↓):  0.657443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the station agent
Start Entity:     The Station Agent
Gold Answer:      [['Mel Ferrer', 'Dustin Hoffman', 'Dan Stevens', 'Glenn Ford', 'Jeffrey Tambor', 'Amy Ryan', 'Bobby Cannavale', 'John Huston', 'Richard Jenkins', 'Paul Giamatti', 'Steve Buscemi', 'Adam Sandler']]
Predicted Ans:    Glenn Ford
Predicted Path:   The Station Agent --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> The Visitor --[starred_actors]--> Glenn Ford
Path (Raw):       The Station Agent --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> The Visitor --[starred_actors]--> Glenn Ford
Neg LogProb(↓):   0.309805
Path Entropy(↓):  0.601735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie children of the corn
Start Entity:     Children of the Corn
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Children of the Corn --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Path (Raw):       Children of the Corn --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Neg LogProb(↓):   2.001309
Path Entropy(↓):  3.486675
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the rewrite
Start Entity:     The Rewrite
Gold Answer:      [['1995', '1998', '2000', '2001', '2008', '1992', '1993', '2010', '1996', '2006', '1994', '2002', '2012', '2011', '2007']]
Predicted Ans:    1993
Predicted Path:   The Rewrite --[starred_actors]--> Marisa Tomei --[(INV) starred_actors]--> Untamed Heart --[release_year]--> 1993
Path (Raw):       The Rewrite --[starred_actors]--> Marisa Tomei --[(INV) starred_actors]--> Untamed Heart --[release_year]--> 1993
Neg LogProb(↓):   0.716686
Path Entropy(↓):  1.464174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by feth greenwood
Start Entity:     Feth Greenwood
Gold Answer:      [['Mark Atkins']]
Predicted Ans:    Mark Atkins
Predicted Path:   Feth Greenwood --[(INV) starred_actors]--> Dragon Crusaders --[directed_by]--> Mark Atkins
Path (Raw):       Feth Greenwood --[No Operation]--> Feth Greenwood --[(INV) starred_actors]--> Dragon Crusaders --[directed_by]--> Mark Atkins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by mira sorvino released
Start Entity:     Mira Sorvino
Gold Answer:      [['1998', '1997', '2001', '2004', '1999', '2002', '1994', '2011']]
Predicted Ans:    1999
Predicted Path:   Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[release_year]--> 1999
Path (Raw):       Mira Sorvino --[No Operation]--> Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[release_year]--> 1999
Neg LogProb(↓):   1.054920
Path Entropy(↓):  1.774830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of threesome
Start Entity:     Threesome
Gold Answer:      [['Andrew Fleming']]
Predicted Ans:    Andrew Fleming
Predicted Path:   Threesome --[written_by]--> Andrew Fleming --[(INV) written_by]--> Threesome --[directed_by]--> Andrew Fleming
Path (Raw):       Threesome --[written_by]--> Andrew Fleming --[(INV) written_by]--> Threesome --[directed_by]--> Andrew Fleming
Neg LogProb(↓):   0.043825
Path Entropy(↓):  0.225729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by alicia keys release
Start Entity:     Alicia Keys
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Alicia Keys --[(INV) starred_actors]--> The Secret Life of Bees --[release_year]--> 2008
Path (Raw):       Alicia Keys --[No Operation]--> Alicia Keys --[(INV) starred_actors]--> The Secret Life of Bees --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by daniel pyne
Start Entity:     Daniel Pyne
Gold Answer:      [['Thriller', 'Mystery', 'Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Daniel Pyne --[(INV) written_by]--> White Sands --[has_genre]--> Crime
Path (Raw):       Daniel Pyne --[No Operation]--> Daniel Pyne --[(INV) written_by]--> White Sands --[has_genre]--> Crime
Neg LogProb(↓):   0.000321
Path Entropy(↓):  0.003115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the sound of fury starred which actors
Start Entity:     The Sound of Fury
Gold Answer:      [['Frank Lovejoy', 'Lloyd Bridges', 'Kathleen Ryan']]
Predicted Ans:    Doris Day
Predicted Path:   The Sound of Fury --[starred_actors]--> Frank Lovejoy --[(INV) starred_actors]--> The Winning Team --[starred_actors]--> Doris Day
Path (Raw):       The Sound of Fury --[starred_actors]--> Frank Lovejoy --[(INV) starred_actors]--> The Winning Team --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.704964
Path Entropy(↓):  1.252131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the film the cabin in the woods
Start Entity:     The Cabin in the Woods
Gold Answer:      [['Drew Goddard']]
Predicted Ans:    Drew Goddard
Predicted Path:   The Cabin in the Woods --[directed_by]--> Drew Goddard --[(INV) directed_by]--> The Cabin in the Woods --[directed_by]--> Drew Goddard
Path (Raw):       The Cabin in the Woods --[directed_by]--> Drew Goddard --[(INV) directed_by]--> The Cabin in the Woods --[directed_by]--> Drew Goddard
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of fire over england
Start Entity:     Fire Over England
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Fire Over England --[written_by]--> Clemence Dane --[(INV) written_by]--> Murder! --[directed_by]--> Alfred Hitchcock
Path (Raw):       Fire Over England --[written_by]--> Clemence Dane --[(INV) written_by]--> Murder! --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.000067
Path Entropy(↓):  0.000718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the silent partner were in which languages
Start Entity:     The Silent Partner
Gold Answer:      [['French', 'Persian', 'English', 'Italian', 'Armenian', 'Korean', 'German']]
Predicted Ans:    German
Predicted Path:   The Silent Partner --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music --[in_language]--> German
Path (Raw):       The Silent Partner --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music --[in_language]--> German
Neg LogProb(↓):   0.571460
Path Entropy(↓):  1.347255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of sarah williams written movies
Start Entity:     Sarah Williams
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Sarah Williams --[(INV) written_by]--> Becoming Jane --[release_year]--> 2007
Path (Raw):       Sarah Williams --[No Operation]--> Sarah Williams --[(INV) written_by]--> Becoming Jane --[release_year]--> 2007
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie cypher in a few words
Start Entity:     Cypher
Gold Answer:      [['vincenzo natali', 'jeremy northam', 'r', 'lucy liu']]
Predicted Ans:    lucy liu
Predicted Path:   Cypher --[has_tags]--> lucy liu --[(INV) has_tags]--> Watching the Detectives --[has_tags]--> lucy liu
Path (Raw):       Cypher --[has_tags]--> lucy liu --[(INV) has_tags]--> Watching the Detectives --[has_tags]--> lucy liu
Neg LogProb(↓):   0.042185
Path Entropy(↓):  0.204548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by augustus goetz
Start Entity:     Augustus Goetz
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Augustus Goetz --[(INV) written_by]--> The Heiress --[has_genre]--> Drama
Path (Raw):       Augustus Goetz --[No Operation]--> Augustus Goetz --[(INV) written_by]--> The Heiress --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with maze fall under
Start Entity:     Maze
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Maze --[starred_actors]--> Craig Sheffer --[(INV) starred_actors]--> That Was Then... This Is Now --[has_genre]--> Drama
Path (Raw):       Maze --[starred_actors]--> Craig Sheffer --[(INV) starred_actors]--> That Was Then... This Is Now --[has_genre]--> Drama
Neg LogProb(↓):   0.189162
Path Entropy(↓):  0.676015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor caroline dhavernas starred together with who
Start Entity:     Caroline Dhavernas
Gold Answer:      [['Holly Lewis', 'Amanda Walsh', 'Rémy Girard', 'Michel Côté']]
Predicted Ans:    Caroline Dhavernas
Predicted Path:   Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Caroline Dhavernas
Path (Raw):       Caroline Dhavernas --[No Operation]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Caroline Dhavernas
Neg LogProb(↓):   0.084217
Path Entropy(↓):  0.334384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter michele soavi wrote films together with who
Start Entity:     Michele Soavi
Gold Answer:      [['Franco Ferrini', 'Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Michele Soavi --[(INV) written_by]--> The Church --[written_by]--> Dario Argento
Path (Raw):       Michele Soavi --[No Operation]--> Michele Soavi --[(INV) written_by]--> The Church --[written_by]--> Dario Argento
Neg LogProb(↓):   0.001679
Path Entropy(↓):  0.013257
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the a million ways to die in the west director release
Start Entity:     A Million Ways to Die in the West
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   A Million Ways to Die in the West --[directed_by]--> Seth MacFarlane --[(INV) directed_by]--> Ted --[release_year]--> 2012
Path (Raw):       A Million Ways to Die in the West --[directed_by]--> Seth MacFarlane --[(INV) directed_by]--> Ted --[release_year]--> 2012
Neg LogProb(↓):   0.086909
Path Entropy(↓):  0.286613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in monkeybone
Start Entity:     Monkeybone
Gold Answer:      [['Bridget Fonda', 'Brendan Fraser', 'Chris Kattan']]
Predicted Ans:    Aunjanue Ellis
Predicted Path:   Monkeybone --[starred_actors]--> Chris Kattan --[(INV) starred_actors]--> Undercover Brother --[starred_actors]--> Aunjanue Ellis
Path (Raw):       Monkeybone --[starred_actors]--> Chris Kattan --[(INV) starred_actors]--> Undercover Brother --[starred_actors]--> Aunjanue Ellis
Neg LogProb(↓):   0.148329
Path Entropy(↓):  0.625892
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same actor of hester street
Start Entity:     Hester Street
Gold Answer:      [["My Girlfriend's Boyfriend", 'Valentino', "The World's Greatest Lover", 'Transylvania 6-5000', 'Flashback', 'When a Stranger Calls', 'Office Killer', 'License to Drive']]
Predicted Ans:    The World's Greatest Lover
Predicted Path:   Hester Street --[starred_actors]--> Carol Kane --[(INV) starred_actors]--> The World's Greatest Lover
Path (Raw):       Hester Street --[starred_actors]--> Carol Kane --[No Operation]--> Carol Kane --[(INV) starred_actors]--> The World's Greatest Lover
Neg LogProb(↓):   0.392980
Path Entropy(↓):  0.883926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the set - up
Start Entity:     The Set-Up
Gold Answer:      [['James Ivory']]
Predicted Ans:    Robert Wise
Predicted Path:   The Set-Up --[written_by]--> Joseph Moncure March --[(INV) written_by]--> The Set-Up --[directed_by]--> Robert Wise
Path (Raw):       The Set-Up --[written_by]--> Joseph Moncure March --[(INV) written_by]--> The Set-Up --[directed_by]--> Robert Wise
Neg LogProb(↓):   0.436440
Path Entropy(↓):  0.650166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by david france
Start Entity:     David France
Gold Answer:      [['Dan Curtis']]
Predicted Ans:    David France
Predicted Path:   David France --[(INV) directed_by]--> How to Survive a Plague --[directed_by]--> David France
Path (Raw):       David France --[No Operation]--> David France --[(INV) directed_by]--> How to Survive a Plague --[directed_by]--> David France
Neg LogProb(↓):   0.000140
Path Entropy(↓):  0.001421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of scott baio acted films
Start Entity:     Scott Baio
Gold Answer:      [['Alan Parker']]
Predicted Ans:    Alan Parker
Predicted Path:   Scott Baio --[(INV) starred_actors]--> Bugsy Malone --[written_by]--> Alan Parker
Path (Raw):       Scott Baio --[No Operation]--> Scott Baio --[(INV) starred_actors]--> Bugsy Malone --[written_by]--> Alan Parker
Neg LogProb(↓):   0.004297
Path Entropy(↓):  0.027654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie white material are written by who
Start Entity:     White Material
Gold Answer:      [['Robert Ardrey', 'Gustave Flaubert', 'Maurice Pialat', 'Elfriede Jelinek', 'David O. Russell', 'Jeff Baena', 'Michael Haneke', 'Matt Ember', 'Tom J. Astle', 'Adam Rex', 'Benoît Jacquot', 'Robert Thomas', 'Claude Goretta', 'Pascal Lainé', 'Francis Szpiner', 'Anne Holden', 'Pascal Quignard', 'Curtis Hanson', 'Hal Hartley', 'Ursula Meier', 'François Ozon', 'Claude Chabrol', 'Diane Kurys']]
Predicted Ans:    Robert Ardrey
Predicted Path:   White Material --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[written_by]--> Robert Ardrey
Path (Raw):       White Material --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[written_by]--> Robert Ardrey
Neg LogProb(↓):   0.298961
Path Entropy(↓):  1.076719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by beatrice dalle
Start Entity:     Béatrice Dalle
Gold Answer:      [['Claire Denis']]
Predicted Ans:    Claire Denis
Predicted Path:   Béatrice Dalle --[(INV) starred_actors]--> Trouble Every Day --[directed_by]--> Claire Denis
Path (Raw):       Béatrice Dalle --[No Operation]--> Béatrice Dalle --[(INV) starred_actors]--> Trouble Every Day --[directed_by]--> Claire Denis
Neg LogProb(↓):   0.007405
Path Entropy(↓):  0.043569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What topics is the kid about
Start Entity:     The Kid
Gold Answer:      [['library', 'charlie chaplin', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Kid --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       The Kid --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.426290
Path Entropy(↓):  0.769960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in farewell my concubine
Start Entity:     Farewell My Concubine
Gold Answer:      [['John Woo', 'Ronny Yu']]
Predicted Ans:    John Woo
Predicted Path:   Farewell My Concubine --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[directed_by]--> John Woo
Path (Raw):       Farewell My Concubine --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[directed_by]--> John Woo
Neg LogProb(↓):   0.018894
Path Entropy(↓):  0.101474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of dune
Start Entity:     Dune
Gold Answer:      [['John Gielgud', 'Dennis Hopper', 'Jeanne Bates', 'Jack Nance', 'Anthony Hopkins', 'Charlotte Stewart', 'John Hurt', 'Patricia Arquette', 'Laura Harring', 'Philip Anglim', 'Penny Fuller', 'Sissy Spacek', 'Laura Dern', 'Jeremy Irons', 'Justin Theroux', 'Bill Pullman', 'Anne Bancroft', 'Isabella Rossellini', 'Kevin Conway', 'Naomi Watts', 'Kyle MacLachlan']]
Predicted Ans:    Charlotte Stewart
Predicted Path:   Dune --[directed_by]--> David Lynch --[(INV) directed_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Path (Raw):       Dune --[directed_by]--> David Lynch --[(INV) directed_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Neg LogProb(↓):   0.831264
Path Entropy(↓):  1.312764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with rick in
Start Entity:     Rick
Gold Answer:      [['Thai']]
Predicted Ans:    zooey deschanel
Predicted Path:   Rick --[starred_actors]--> Aaron Stanford --[(INV) starred_actors]--> Flakes --[has_tags]--> zooey deschanel
Path (Raw):       Rick --[starred_actors]--> Aaron Stanford --[(INV) starred_actors]--> Flakes --[has_tags]--> zooey deschanel
Neg LogProb(↓):   0.468277
Path Entropy(↓):  0.666427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by jeb stuart
Start Entity:     Jeb Stuart
Gold Answer:      [['John McTiernan']]
Predicted Ans:    Jeb Stuart
Predicted Path:   Jeb Stuart --[(INV) directed_by]--> Switchback --[directed_by]--> Jeb Stuart
Path (Raw):       Jeb Stuart --[No Operation]--> Jeb Stuart --[(INV) directed_by]--> Switchback --[directed_by]--> Jeb Stuart
Neg LogProb(↓):   0.031138
Path Entropy(↓):  0.165623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by claude mann were released in which years
Start Entity:     Claude Mann
Gold Answer:      [['1963', '1975']]
Predicted Ans:    1963
Predicted Path:   Claude Mann --[(INV) starred_actors]--> Bay of Angels --[release_year]--> 1963
Path (Raw):       Claude Mann --[No Operation]--> Claude Mann --[(INV) starred_actors]--> Bay of Angels --[release_year]--> 1963
Neg LogProb(↓):   0.008754
Path Entropy(↓):  0.050013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the good shepherd
Start Entity:     The Good Shepherd
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   The Good Shepherd --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       The Good Shepherd --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   3.092362
Path Entropy(↓):  4.639565
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by illeana douglas
Start Entity:     Illeana Douglas
Gold Answer:      [['Stories of Lost Souls']]
Predicted Ans:    Stories of Lost Souls
Predicted Path:   Illeana Douglas --[(INV) written_by]--> Stories of Lost Souls --[written_by]--> Mark Palansky --[(INV) written_by]--> Stories of Lost Souls
Path (Raw):       Illeana Douglas --[(INV) written_by]--> Stories of Lost Souls --[written_by]--> Mark Palansky --[(INV) written_by]--> Stories of Lost Souls
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by hector and the search for happiness actors
Start Entity:     Hector and the Search for Happiness
Gold Answer:      [['Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Hector and the Search for Happiness --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[has_genre]--> Comedy
Path (Raw):       Hector and the Search for Happiness --[starred_actors]--> Simon Pegg --[(INV) starred_actors]--> Hot Fuzz --[has_genre]--> Comedy
Neg LogProb(↓):   0.304231
Path Entropy(↓):  0.978677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by gregory widen starred who
Start Entity:     Gregory Widen
Gold Answer:      [['Christopher Walken', 'Virginia Madsen', 'Eric Stoltz', 'Elias Koteas']]
Predicted Ans:    Christopher Walken
Predicted Path:   Gregory Widen --[(INV) directed_by]--> The Prophecy --[starred_actors]--> Christopher Walken
Path (Raw):       Gregory Widen --[No Operation]--> Gregory Widen --[(INV) directed_by]--> The Prophecy --[starred_actors]--> Christopher Walken
Neg LogProb(↓):   0.102937
Path Entropy(↓):  0.396940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of a madea christmas
Start Entity:     A Madea Christmas
Gold Answer:      [["Tyler Perry's A Madea Christmas", 'The Single Moms Club', "Madea's Big Happy Family", 'Why Did I Get Married Too?', 'Madea Goes to Jail', 'Why Did I Get Married?', "Madea's Witness Protection", "Daddy's Little Girls", 'Meet the Browns', "Madea's Family Reunion", 'For Colored Girls', 'I Can Do Bad All by Myself', 'The Family That Preys']]
Predicted Ans:    Why Did I Get Married Too?
Predicted Path:   A Madea Christmas --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too?
Path (Raw):       A Madea Christmas --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[No Operation]--> Why Did I Get Married Too?
Neg LogProb(↓):   0.938929
Path Entropy(↓):  2.144721
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie elephant boy starred who
Start Entity:     Elephant Boy
Gold Answer:      [['Sabu']]
Predicted Ans:    Sabu
Predicted Path:   Elephant Boy --[starred_actors]--> Sabu --[(INV) starred_actors]--> Elephant Boy --[starred_actors]--> Sabu
Path (Raw):       Elephant Boy --[starred_actors]--> Sabu --[(INV) starred_actors]--> Elephant Boy --[starred_actors]--> Sabu
Neg LogProb(↓):   0.000494
Path Entropy(↓):  0.004281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film undercurrent were in which languages
Start Entity:     Undercurrent
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Undercurrent --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Gigi --[in_language]--> French
Path (Raw):       Undercurrent --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Gigi --[in_language]--> French
Neg LogProb(↓):   1.184475
Path Entropy(↓):  1.559382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film three coins in the fountain were in which genres
Start Entity:     Three Coins in the Fountain
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Musical
Predicted Path:   Three Coins in the Fountain --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Daddy Long Legs --[has_genre]--> Musical
Path (Raw):       Three Coins in the Fountain --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> Daddy Long Legs --[has_genre]--> Musical
Neg LogProb(↓):   0.101916
Path Entropy(↓):  0.390220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter joshua close
Start Entity:     Joshua Close
Gold Answer:      [['Selma Blair', 'Rachel Miner', "James D'Arcy"]]
Predicted Ans:    James D'Arcy
Predicted Path:   Joshua Close --[(INV) written_by]--> In Their Skin --[starred_actors]--> James D'Arcy
Path (Raw):       Joshua Close --[No Operation]--> Joshua Close --[(INV) written_by]--> In Their Skin --[starred_actors]--> James D'Arcy
Neg LogProb(↓):   0.544109
Path Entropy(↓):  0.812741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie something's gotta give were in which languages
Start Entity:     Something's Gotta Give
Gold Answer:      [['Dutch', 'Japanese', 'English', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   Something's Gotta Give --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[in_language]--> Japanese
Path (Raw):       Something's Gotta Give --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[in_language]--> Japanese
Neg LogProb(↓):   1.316768
Path Entropy(↓):  1.725393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor ken shapiro appeared in the same movie with who
Start Entity:     Ken Shapiro
Gold Answer:      [['Chevy Chase', 'Richard Belzer', 'Buzzy Linhart']]
Predicted Ans:    Chevy Chase
Predicted Path:   Ken Shapiro --[(INV) directed_by]--> Modern Problems --[starred_actors]--> Chevy Chase
Path (Raw):       Ken Shapiro --[No Operation]--> Ken Shapiro --[(INV) directed_by]--> Modern Problems --[starred_actors]--> Chevy Chase
Neg LogProb(↓):   0.082723
Path Entropy(↓):  0.308284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with it's always fair weather
Start Entity:     It's Always Fair Weather
Gold Answer:      [['Good News', 'On the Town', 'The Barkleys of Broadway', 'The Band Wagon']]
Predicted Ans:    The Barkleys of Broadway
Predicted Path:   It's Always Fair Weather --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway
Path (Raw):       It's Always Fair Weather --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[No Operation]--> The Barkleys of Broadway
Neg LogProb(↓):   1.368751
Path Entropy(↓):  1.768701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the church
Start Entity:     The Church
Gold Answer:      [['Roy Ward Baker', 'Lamberto Bava', 'Sergio Leone', 'Don Taylor', 'George A. Romero', 'Dario Argento', 'Marc Evans']]
Predicted Ans:    Dario Argento
Predicted Path:   The Church --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[directed_by]--> Dario Argento
Path (Raw):       The Church --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[directed_by]--> Dario Argento
Neg LogProb(↓):   0.332949
Path Entropy(↓):  1.079869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie blast from the past
Start Entity:     Blast from the Past
Gold Answer:      [['Hugh Wilson']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Blast from the Past --[written_by]--> Hugh Wilson --[(INV) written_by]--> Burglar --[written_by]--> Hugh Wilson
Path (Raw):       Blast from the Past --[written_by]--> Hugh Wilson --[(INV) written_by]--> Burglar --[written_by]--> Hugh Wilson
Neg LogProb(↓):   0.073258
Path Entropy(↓):  0.308385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of bloodsuckers was who
Start Entity:     Bloodsuckers
Gold Answer:      [['Matthew Hastings']]
Predicted Ans:    Matthew Hastings
Predicted Path:   Bloodsuckers --[directed_by]--> Matthew Hastings --[(INV) directed_by]--> Decoys --[directed_by]--> Matthew Hastings
Path (Raw):       Bloodsuckers --[directed_by]--> Matthew Hastings --[(INV) directed_by]--> Decoys --[directed_by]--> Matthew Hastings
Neg LogProb(↓):   0.001772
Path Entropy(↓):  0.012994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed thirteen conversations about one thing
Start Entity:     Thirteen Conversations About One Thing
Gold Answer:      [['2011', '1937', '1997']]
Predicted Ans:    2011
Predicted Path:   Thirteen Conversations About One Thing --[directed_by]--> Jill Sprecher --[(INV) directed_by]--> Thin Ice --[release_year]--> 2011
Path (Raw):       Thirteen Conversations About One Thing --[directed_by]--> Jill Sprecher --[(INV) directed_by]--> Thin Ice --[release_year]--> 2011
Neg LogProb(↓):   0.622254
Path Entropy(↓):  1.106199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote tales from the hood
Start Entity:     Tales from the Hood
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tales from the Hood --[written_by]--> Rusty Cundieff --[(INV) written_by]--> Sprung --[has_genre]--> Comedy
Path (Raw):       Tales from the Hood --[written_by]--> Rusty Cundieff --[(INV) written_by]--> Sprung --[has_genre]--> Comedy
Neg LogProb(↓):   0.023215
Path Entropy(↓):  0.111261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film a little bit of heaven were released in which years
Start Entity:     A Little Bit of Heaven
Gold Answer:      [['2004']]
Predicted Ans:    2011
Predicted Path:   A Little Bit of Heaven --[directed_by]--> Nicole Kassell --[(INV) directed_by]--> A Little Bit of Heaven --[release_year]--> 2011
Path (Raw):       A Little Bit of Heaven --[directed_by]--> Nicole Kassell --[(INV) directed_by]--> A Little Bit of Heaven --[release_year]--> 2011
Neg LogProb(↓):   0.021388
Path Entropy(↓):  0.102523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the director of this man must die
Start Entity:     This Man Must Die
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   This Man Must Die --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Path (Raw):       This Man Must Die --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   0.149163
Path Entropy(↓):  0.655995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of lawless heart was who
Start Entity:     Lawless Heart
Gold Answer:      [['Tom Hunsinger', 'Neil Hunter']]
Predicted Ans:    Neil Hunter
Predicted Path:   Lawless Heart --[directed_by]--> Neil Hunter --[(INV) directed_by]--> Lawless Heart --[directed_by]--> Neil Hunter
Path (Raw):       Lawless Heart --[directed_by]--> Neil Hunter --[(INV) directed_by]--> Lawless Heart --[directed_by]--> Neil Hunter
Neg LogProb(↓):   0.054993
Path Entropy(↓):  0.248168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by stop - loss actors release
Start Entity:     Stop-Loss
Gold Answer:      [['1998', '2000', '1997', '2009', '2001', '2008', '2005', '2010', '2006', '1999', '2014', '2012', '2011', '2013']]
Predicted Ans:    2001
Predicted Path:   Stop-Loss --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Antitrust --[release_year]--> 2001
Path (Raw):       Stop-Loss --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Antitrust --[release_year]--> 2001
Neg LogProb(↓):   0.866383
Path Entropy(↓):  1.071813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie duplicity were released in which years
Start Entity:     Duplicity
Gold Answer:      [['2000', '2009', '1992', '2004', '2002', '2012', '2007']]
Predicted Ans:    2002
Predicted Path:   Duplicity --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[release_year]--> 2002
Path (Raw):       Duplicity --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[release_year]--> 2002
Neg LogProb(↓):   0.107030
Path Entropy(↓):  0.443442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the white countess
Start Entity:     The White Countess
Gold Answer:      [['Kris Kristofferson', 'Barbara Hershey', 'James Wilby', 'Madeleine Potter', 'Rupert Graves', 'Blake Lively', 'Denholm Elliott', 'Bernadette Peters', 'Emma Thompson', 'Taylor Kitsch', 'Chris Sarandon', 'Hugh Grant', 'Leelee Sobieski', 'Anthony Hopkins', 'Raquel Welch', 'Christopher Reeve', 'Mary Beth Hurt', 'James Coco']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   The White Countess --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Path (Raw):       The White Countess --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.485572
Path Entropy(↓):  0.686591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of her alibi
Start Entity:     Her Alibi
Gold Answer:      [['Stanley Donen', 'Charlie Peters', 'Richard Loncraine']]
Predicted Ans:    Stanley Donen
Predicted Path:   Her Alibi --[written_by]--> Charlie Peters --[(INV) written_by]--> Blame It on Rio --[directed_by]--> Stanley Donen
Path (Raw):       Her Alibi --[written_by]--> Charlie Peters --[(INV) written_by]--> Blame It on Rio --[directed_by]--> Stanley Donen
Neg LogProb(↓):   0.285392
Path Entropy(↓):  0.781069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in a horrible way to die
Start Entity:     A Horrible Way to Die
Gold Answer:      [['AJ Bowen', 'Amy Seimetz']]
Predicted Ans:    AJ Bowen
Predicted Path:   A Horrible Way to Die --[written_by]--> Simon Barrett --[(INV) written_by]--> A Horrible Way to Die --[starred_actors]--> AJ Bowen
Path (Raw):       A Horrible Way to Die --[written_by]--> Simon Barrett --[(INV) written_by]--> A Horrible Way to Die --[starred_actors]--> AJ Bowen
Neg LogProb(↓):   0.204644
Path Entropy(↓):  0.637586
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the omen
Start Entity:     The Omen
Gold Answer:      [['antichrist', 'richard donner', 'gregory peck', 'horror', 'suspense']]
Predicted Ans:    antichrist
Predicted Path:   The Omen --[has_tags]--> antichrist --[(INV) has_tags]--> The Omen --[has_tags]--> antichrist
Path (Raw):       The Omen --[has_tags]--> antichrist --[(INV) has_tags]--> The Omen --[has_tags]--> antichrist
Neg LogProb(↓):   2.081703
Path Entropy(↓):  2.095597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by sean french
Start Entity:     Sean French
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Sean French --[(INV) written_by]--> Killing Me Softly --[release_year]--> 2002
Path (Raw):       Sean French --[No Operation]--> Sean French --[(INV) written_by]--> Killing Me Softly --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did peter schønau fog direct
Start Entity:     Peter Schønau Fog
Gold Answer:      [['The Art of Crying']]
Predicted Ans:    The Art of Crying
Predicted Path:   Peter Schønau Fog --[(INV) directed_by]--> The Art of Crying --[directed_by]--> Peter Schønau Fog --[(INV) directed_by]--> The Art of Crying
Path (Raw):       Peter Schønau Fog --[(INV) directed_by]--> The Art of Crying --[directed_by]--> Peter Schønau Fog --[(INV) directed_by]--> The Art of Crying
Neg LogProb(↓):   0.013064
Path Entropy(↓):  0.070878
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of edgar kennedy starred movies
Start Entity:     Edgar Kennedy
Gold Answer:      [['René Clair']]
Predicted Ans:    René Clair
Predicted Path:   Edgar Kennedy --[(INV) starred_actors]--> It Happened Tomorrow --[written_by]--> René Clair
Path (Raw):       Edgar Kennedy --[No Operation]--> Edgar Kennedy --[(INV) starred_actors]--> It Happened Tomorrow --[written_by]--> René Clair
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by rod lurie were in which genres
Start Entity:     Rod Lurie
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Rod Lurie --[(INV) written_by]--> Straw Dogs --[has_genre]--> Thriller
Path (Raw):       Rod Lurie --[No Operation]--> Rod Lurie --[(INV) written_by]--> Straw Dogs --[has_genre]--> Thriller
Neg LogProb(↓):   0.753918
Path Entropy(↓):  0.942722
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by greta gerwig were written by who
Start Entity:     Greta Gerwig
Gold Answer:      [['Joe Swanberg']]
Predicted Ans:    Noah Baumbach
Predicted Path:   Greta Gerwig --[(INV) written_by]--> Frances Ha --[directed_by]--> Noah Baumbach
Path (Raw):       Greta Gerwig --[No Operation]--> Greta Gerwig --[(INV) written_by]--> Frances Ha --[directed_by]--> Noah Baumbach
Neg LogProb(↓):   0.123051
Path Entropy(↓):  0.368432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did stanley ridges star in
Start Entity:     Stanley Ridges
Gold Answer:      [["Internes Can't Take Money", 'The Suspect']]
Predicted Ans:    Internes Can't Take Money
Predicted Path:   Stanley Ridges --[(INV) starred_actors]--> Internes Can't Take Money --[starred_actors]--> Stanley Ridges --[(INV) starred_actors]--> Internes Can't Take Money
Path (Raw):       Stanley Ridges --[(INV) starred_actors]--> Internes Can't Take Money --[starred_actors]--> Stanley Ridges --[(INV) starred_actors]--> Internes Can't Take Money
Neg LogProb(↓):   0.031907
Path Entropy(↓):  0.166913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed firestorm
Start Entity:     Firestorm
Gold Answer:      [['Robert Rodat']]
Predicted Ans:    Robert Rodat
Predicted Path:   Firestorm --[directed_by]--> Dean Semler --[(INV) directed_by]--> The Patriot --[written_by]--> Robert Rodat
Path (Raw):       Firestorm --[directed_by]--> Dean Semler --[(INV) directed_by]--> The Patriot --[written_by]--> Robert Rodat
Neg LogProb(↓):   0.000054
Path Entropy(↓):  0.000581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of carrington
Start Entity:     Carrington
Gold Answer:      [['Patricia Arquette', 'Bob Hoskins']]
Predicted Ans:    Patricia Arquette
Predicted Path:   Carrington --[directed_by]--> Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[starred_actors]--> Patricia Arquette
Path (Raw):       Carrington --[directed_by]--> Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[starred_actors]--> Patricia Arquette
Neg LogProb(↓):   0.676282
Path Entropy(↓):  1.148085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of seven girlfriends
Start Entity:     Seven Girlfriends
Gold Answer:      [['Dr. Jekyll and Ms. Hyde', 'Year of the Comet']]
Predicted Ans:    Year of the Comet
Predicted Path:   Seven Girlfriends --[starred_actors]--> Tim Daly --[(INV) starred_actors]--> Year of the Comet
Path (Raw):       Seven Girlfriends --[starred_actors]--> Tim Daly --[No Operation]--> Tim Daly --[(INV) starred_actors]--> Year of the Comet
Neg LogProb(↓):   0.040612
Path Entropy(↓):  0.193626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by marjorie lawrence
Start Entity:     Marjorie Lawrence
Gold Answer:      [['Eleanor Parker', 'Cecil Kellaway', 'Glenn Ford', 'Roger Moore']]
Predicted Ans:    Roger Moore
Predicted Path:   Marjorie Lawrence --[(INV) written_by]--> Interrupted Melody --[starred_actors]--> Roger Moore
Path (Raw):       Marjorie Lawrence --[No Operation]--> Marjorie Lawrence --[(INV) written_by]--> Interrupted Melody --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.113342
Path Entropy(↓):  0.347407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film all fall down
Start Entity:     All Fall Down
Gold Answer:      [['john frankenheimer']]
Predicted Ans:    john frankenheimer
Predicted Path:   All Fall Down --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Path (Raw):       All Fall Down --[has_tags]--> john frankenheimer --[(INV) has_tags]--> French Connection II --[has_tags]--> john frankenheimer
Neg LogProb(↓):   0.064491
Path Entropy(↓):  0.298510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in secret things
Start Entity:     Secret Things
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Secret Things --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Secret Things --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.088254
Path Entropy(↓):  3.214675
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie king solomon's mines starred who
Start Entity:     King Solomon's Mines
Gold Answer:      [['Roland Young', 'Paul Robeson', 'Cedric Hardwicke', 'Anna Lee']]
Predicted Ans:    Alison Doody
Predicted Path:   King Solomon's Mines --[starred_actors]--> Alison Doody --[(INV) starred_actors]--> Taffin --[starred_actors]--> Alison Doody
Path (Raw):       King Solomon's Mines --[starred_actors]--> Alison Doody --[(INV) starred_actors]--> Taffin --[starred_actors]--> Alison Doody
Neg LogProb(↓):   0.015411
Path Entropy(↓):  0.091742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre does metro manila fall under
Start Entity:     Metro Manila
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Metro Manila --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Metro Manila --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.310333
Path Entropy(↓):  4.477110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in dr. otto and the riddle of the gloom beam
Start Entity:     Dr. Otto and the Riddle of the Gloom Beam
Gold Answer:      [['Coke Sams', 'John R. Cherry III']]
Predicted Ans:    John R. Cherry III
Predicted Path:   Dr. Otto and the Riddle of the Gloom Beam --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Slam Dunk Ernest --[written_by]--> John R. Cherry III
Path (Raw):       Dr. Otto and the Riddle of the Gloom Beam --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Slam Dunk Ernest --[written_by]--> John R. Cherry III
Neg LogProb(↓):   0.575861
Path Entropy(↓):  1.470135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of igor jijikine acted films
Start Entity:     Igor Jijikine
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Igor Jijikine --[(INV) starred_actors]--> Driven to Kill --[release_year]--> 2009
Path (Raw):       Igor Jijikine --[No Operation]--> Igor Jijikine --[(INV) starred_actors]--> Driven to Kill --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of blood from the mummy's tomb
Start Entity:     Blood from the Mummy's Tomb
Gold Answer:      [['The Nanny']]
Predicted Ans:    The Nanny
Predicted Path:   Blood from the Mummy's Tomb --[directed_by]--> Seth Holt --[(INV) directed_by]--> The Nanny
Path (Raw):       Blood from the Mummy's Tomb --[directed_by]--> Seth Holt --[(INV) directed_by]--> The Nanny --[No Operation]--> The Nanny
Neg LogProb(↓):   0.006994
Path Entropy(↓):  0.041733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of dead poets society starred who
Start Entity:     Dead Poets Society
Gold Answer:      [['Kristy Swanson', 'Joe Pesci']]
Predicted Ans:    Robin Williams
Predicted Path:   Dead Poets Society --[written_by]--> Tom Schulman --[(INV) written_by]--> Dead Poets Society --[starred_actors]--> Robin Williams
Path (Raw):       Dead Poets Society --[written_by]--> Tom Schulman --[(INV) written_by]--> Dead Poets Society --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.000239
Path Entropy(↓):  0.002233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by the director of zebra lounge starred who
Start Entity:     Zebra Lounge
Gold Answer:      [['Ben Kingsley', 'Jim Sturgess']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Zebra Lounge --[directed_by]--> Kari Skogland --[(INV) directed_by]--> Fifty Dead Men Walking --[starred_actors]--> Ben Kingsley
Path (Raw):       Zebra Lounge --[directed_by]--> Kari Skogland --[(INV) directed_by]--> Fifty Dead Men Walking --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.015952
Path Entropy(↓):  0.094572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director carlos brooks
Start Entity:     Carlos Brooks
Gold Answer:      [['Charlie Tahan', 'Nick Stahl', 'Briana Evigan', 'Garret Dillahunt']]
Predicted Ans:    Nick Stahl
Predicted Path:   Carlos Brooks --[(INV) directed_by]--> Quid Pro Quo --[starred_actors]--> Nick Stahl
Path (Raw):       Carlos Brooks --[No Operation]--> Carlos Brooks --[(INV) directed_by]--> Quid Pro Quo --[starred_actors]--> Nick Stahl
Neg LogProb(↓):   0.077926
Path Entropy(↓):  0.266991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with barry fitzgerald
Start Entity:     Barry Fitzgerald
Gold Answer:      [['Ray Milland', 'Bing Crosby', 'William Holden', 'Barbara Stanwyck', 'Walter Huston', 'Thomas Mitchell', 'Ernest Borgnine', 'Nancy Olson', 'John Wayne', 'Roland Young', 'Ward Bond', 'Louis Hayward', "Maureen O'Hara", 'Bette Davis', 'Debbie Reynolds', 'Ian Hunter']]
Predicted Ans:    John Wayne
Predicted Path:   Barry Fitzgerald --[(INV) starred_actors]--> The Quiet Man --[starred_actors]--> John Wayne
Path (Raw):       Barry Fitzgerald --[No Operation]--> Barry Fitzgerald --[(INV) starred_actors]--> The Quiet Man --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.307501
Path Entropy(↓):  0.661151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by bertrand blier
Start Entity:     Bertrand Blier
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bertrand Blier --[(INV) directed_by]--> Going Places --[in_language]--> French
Path (Raw):       Bertrand Blier --[No Operation]--> Bertrand Blier --[(INV) directed_by]--> Going Places --[in_language]--> French
Neg LogProb(↓):   0.593197
Path Entropy(↓):  0.938349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie career about
Start Entity:     Career
Gold Answer:      [['joseph anthony']]
Predicted Ans:    joseph anthony
Predicted Path:   Career --[has_tags]--> joseph anthony --[(INV) has_tags]--> Career --[has_tags]--> joseph anthony
Path (Raw):       Career --[has_tags]--> joseph anthony --[(INV) has_tags]--> Career --[has_tags]--> joseph anthony
Neg LogProb(↓):   0.011834
Path Entropy(↓):  0.063977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the bread and roses director release
Start Entity:     Bread and Roses
Gold Answer:      [['1995', '1998', '2009', '1966', '1971', '1990', '2001', '2005', '1993', '1991', '1996', '2006', '2010', '2014', '1967', '2002', '1969', '2007']]
Predicted Ans:    1990
Predicted Path:   Bread and Roses --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Path (Raw):       Bread and Roses --[directed_by]--> Ken Loach --[(INV) directed_by]--> Hidden Agenda --[release_year]--> 1990
Neg LogProb(↓):   1.971562
Path Entropy(↓):  2.905957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of kamchatka also directed which movies
Start Entity:     Kamchatka
Gold Answer:      [['Wild Horses', 'The Method']]
Predicted Ans:    The Method
Predicted Path:   Kamchatka --[directed_by]--> Marcelo Piñeyro --[(INV) directed_by]--> The Method
Path (Raw):       Kamchatka --[directed_by]--> Marcelo Piñeyro --[(INV) directed_by]--> The Method --[No Operation]--> The Method
Neg LogProb(↓):   0.258407
Path Entropy(↓):  0.689043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by franck dubosc
Start Entity:     Franck Dubosc
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Franck Dubosc --[(INV) starred_actors]--> Fiston --[in_language]--> French
Path (Raw):       Franck Dubosc --[No Operation]--> Franck Dubosc --[(INV) starred_actors]--> Fiston --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of rachael harris
Start Entity:     Rachael Harris
Gold Answer:      [['Robert Capron', 'Zachary Gordon', 'Steve Zahn', 'John Diehl', "Matt O'Leary"]]
Predicted Ans:    Matt O'Leary
Predicted Path:   Rachael Harris --[(INV) starred_actors]--> Natural Selection --[starred_actors]--> Matt O'Leary
Path (Raw):       Rachael Harris --[No Operation]--> Rachael Harris --[(INV) starred_actors]--> Natural Selection --[starred_actors]--> Matt O'Leary
Neg LogProb(↓):   0.052701
Path Entropy(↓):  0.248411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in andre
Start Entity:     Andre
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Andre --[starred_actors]--> Tina Majorino --[(INV) starred_actors]--> When a Man Loves a Woman --[has_genre]--> Drama
Path (Raw):       Andre --[starred_actors]--> Tina Majorino --[(INV) starred_actors]--> When a Man Loves a Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.001733
Path Entropy(↓):  0.013112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by ginnifer goodwin in
Start Entity:     Ginnifer Goodwin
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ginnifer Goodwin --[(INV) starred_actors]--> Something Borrowed --[has_genre]--> Comedy
Path (Raw):       Ginnifer Goodwin --[No Operation]--> Ginnifer Goodwin --[(INV) starred_actors]--> Something Borrowed --[has_genre]--> Comedy
Neg LogProb(↓):   0.029676
Path Entropy(↓):  0.132090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by leonard kantor released
Start Entity:     Leonard Kantor
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Leonard Kantor --[(INV) written_by]--> Tight Spot --[release_year]--> 1955
Path (Raw):       Leonard Kantor --[No Operation]--> Leonard Kantor --[(INV) written_by]--> Tight Spot --[release_year]--> 1955
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the big fix
Start Entity:     The Big Fix
Gold Answer:      [['David S. Ward', 'Chaim Potok']]
Predicted Ans:    Chaim Potok
Predicted Path:   The Big Fix --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen --[written_by]--> Chaim Potok
Path (Raw):       The Big Fix --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen --[written_by]--> Chaim Potok
Neg LogProb(↓):   0.400754
Path Entropy(↓):  0.748429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the call are written by who
Start Entity:     The Call
Gold Answer:      [['Brad Anderson', 'Lyn Vaus', 'Scott Kosar', 'Edgar Allan Poe', 'Stephen Gevedon']]
Predicted Ans:    Brad Anderson
Predicted Path:   The Call --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[written_by]--> Brad Anderson
Path (Raw):       The Call --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[written_by]--> Brad Anderson
Neg LogProb(↓):   0.009565
Path Entropy(↓):  0.062581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by sam chaiton
Start Entity:     Sam Chaiton
Gold Answer:      [['Dorothy Lamour', 'Denzel Washington', 'Mary Astor', 'Jon Hall', 'C. Aubrey Smith']]
Predicted Ans:    Mary Astor
Predicted Path:   Sam Chaiton --[(INV) written_by]--> The Hurricane --[starred_actors]--> Mary Astor
Path (Raw):       Sam Chaiton --[No Operation]--> Sam Chaiton --[(INV) written_by]--> The Hurricane --[starred_actors]--> Mary Astor
Neg LogProb(↓):   0.375361
Path Entropy(↓):  0.686718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by william hurt
Start Entity:     William Hurt
Gold Answer:      [['Frank Galati', 'Jon Krakauer', 'Leonard Schrader', 'Manuel Puig', 'Paddy Chayefsky', 'Dick Maas', 'Pete Hamill', 'Woody Allen', 'Dylan Mohan Gray', 'Sean Penn', 'Alex Proyas', 'Henry Bean', 'Karen Croner', 'Anna Quindlen', 'Julie Delpy', 'James L. Brooks', 'David S. Goyer', 'Steve Tesich', 'Lawrence Kasdan', 'Mark Medoff', 'Hesper Anderson', 'John Penney', 'Ethan Canin', 'Paula Milne', 'Markus Schleinzer', 'Julie Gavras', 'Josh Olson', 'Bruce A. Evans', 'Robert Harvey', 'Vince Locke', 'Martin Cruz Smith', 'Marco Martins', 'Anne Tyler', 'Zak Penn', 'Lem Dobbs', 'John Wagner', 'Nora Ephron', 'Dennis Potter', 'Lewis Carroll', 'Josh Klausner']]
Predicted Ans:    Julie Gavras
Predicted Path:   William Hurt --[(INV) starred_actors]--> Late Bloomers --[written_by]--> Julie Gavras
Path (Raw):       William Hurt --[No Operation]--> William Hurt --[(INV) starred_actors]--> Late Bloomers --[written_by]--> Julie Gavras
Neg LogProb(↓):   0.658603
Path Entropy(↓):  1.666828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie microcosmos
Start Entity:     Microcosmos
Gold Answer:      [['insects', 'documentary']]
Predicted Ans:    insects
Predicted Path:   Microcosmos --[has_tags]--> insects --[(INV) has_tags]--> Microcosmos --[has_tags]--> insects
Path (Raw):       Microcosmos --[has_tags]--> insects --[(INV) has_tags]--> Microcosmos --[has_tags]--> insects
Neg LogProb(↓):   0.000585
Path Entropy(↓):  0.004986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of a time for killing
Start Entity:     A Time for Killing
Gold Answer:      [['Jubal', 'The Violent Men', 'The Buccaneer', 'The Undercover Man', 'Affair in Trinidad', 'The Secret of Convict Lake', 'Advance to the Rear', 'Trial', 'The Sheepman', 'The Visitor', 'Fate Is the Hunter', 'Lust for Gold', 'Interrupted Melody', 'The Desperadoes', 'A Guide for the Married Man', 'The Big Heat', 'The Man from the Alamo', 'Cimarron', 'The Mating of Millie', 'Texas', 'Experiment in Terror', 'Destroyer', 'A Stolen Life', 'Gilda', "Hang 'Em High", "Don't Go Near the Water", "The Courtship of Eddie's Father", 'Happy Birthday to Me', 'Pocketful of Miracles', 'The Loves of Carmen', 'The Fastest Gun Alive', 'Cowboy', 'Dear Heart', 'Torpedo Run', 'Midway']]
Predicted Ans:    Jubal
Predicted Path:   A Time for Killing --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal
Path (Raw):       A Time for Killing --[No Operation]--> A Time for Killing --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Jubal
Neg LogProb(↓):   1.211607
Path Entropy(↓):  2.220312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for one hundred mornings
Start Entity:     One Hundred Mornings
Gold Answer:      [['Conor Horgan']]
Predicted Ans:    Conor Horgan
Predicted Path:   One Hundred Mornings --[written_by]--> Conor Horgan --[(INV) written_by]--> One Hundred Mornings --[written_by]--> Conor Horgan
Path (Raw):       One Hundred Mornings --[written_by]--> Conor Horgan --[(INV) written_by]--> One Hundred Mornings --[written_by]--> Conor Horgan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by marie theisen
Start Entity:     Marie Theisen
Gold Answer:      [['Berit Nesheim']]
Predicted Ans:    Berit Nesheim
Predicted Path:   Marie Theisen --[(INV) starred_actors]--> The Other Side of Sunday --[written_by]--> Berit Nesheim
Path (Raw):       Marie Theisen --[No Operation]--> Marie Theisen --[(INV) starred_actors]--> The Other Side of Sunday --[written_by]--> Berit Nesheim
Neg LogProb(↓):   0.000359
Path Entropy(↓):  0.003223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the winslow boy also wrote movies
Start Entity:     The Winslow Boy
Gold Answer:      [['Hoffa', 'Heist', 'Redbelt', 'The Prince and the Showgirl', 'The Deep Blue Sea', 'Ronin', 'Homicide', 'Separate Tables', 'Glengarry Glen Ross', 'Phil Spector', 'Lakeboat', 'Edmond', 'Things Change', 'State and Main', 'Vanya on 42nd Street', 'Oleanna', 'The Browning Version', 'The Untouchables', 'Spartan', 'The Spanish Prisoner', 'The Postman Always Rings Twice', 'American Buffalo', 'The V.I.P.s', 'House of Games', 'The Verdict', 'Goodbye, Mr. Chips', 'About Last Night', 'Wag the Dog', 'Libel']]
Predicted Ans:    Homicide
Predicted Path:   The Winslow Boy --[written_by]--> David Mamet --[(INV) written_by]--> Homicide
Path (Raw):       The Winslow Boy --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[No Operation]--> Homicide
Neg LogProb(↓):   0.355015
Path Entropy(↓):  1.164250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the pool boys also appears in which films
Start Entity:     The Pool Boys
Gold Answer:      [['Crank', 'Summer Catch', 'Wicker Park', 'Messages Deleted', 'Hackers', 'Wing Commander', 'Scooby-Doo', 'Serial Mom', 'Animal Room']]
Predicted Ans:    Crank
Predicted Path:   The Pool Boys --[starred_actors]--> Efren Ramirez --[(INV) starred_actors]--> Crank
Path (Raw):       The Pool Boys --[starred_actors]--> Efren Ramirez --[No Operation]--> Efren Ramirez --[(INV) starred_actors]--> Crank
Neg LogProb(↓):   0.020166
Path Entropy(↓):  0.111272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about religious
Start Entity:     religious
Gold Answer:      [['Frailty', 'Jesus Christ Superstar']]
Predicted Ans:    Frailty
Predicted Path:   religious --[(INV) has_tags]--> Frailty --[has_tags]--> religious --[(INV) has_tags]--> Frailty
Path (Raw):       religious --[(INV) has_tags]--> Frailty --[has_tags]--> religious --[(INV) has_tags]--> Frailty
Neg LogProb(↓):   0.030570
Path Entropy(↓):  0.147004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of don't move
Start Entity:     Don't Move
Gold Answer:      [['Sergio Castellitto']]
Predicted Ans:    Sergio Castellitto
Predicted Path:   Don't Move --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move --[directed_by]--> Sergio Castellitto
Path (Raw):       Don't Move --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move --[directed_by]--> Sergio Castellitto
Neg LogProb(↓):   0.000339
Path Entropy(↓):  0.003056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed mona lisa smile
Start Entity:     Mona Lisa Smile
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Mona Lisa Smile --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera --[in_language]--> English
Path (Raw):       Mona Lisa Smile --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera --[in_language]--> English
Neg LogProb(↓):   0.002034
Path Entropy(↓):  0.017933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by akihiko hirata released
Start Entity:     Akihiko Hirata
Gold Answer:      [['1998', '1975', '1954', '2014', '1967']]
Predicted Ans:    2014
Predicted Path:   Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[release_year]--> 2014
Path (Raw):       Akihiko Hirata --[No Operation]--> Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[release_year]--> 2014
Neg LogProb(↓):   0.794951
Path Entropy(↓):  1.401755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie the congress in a few words
Start Entity:     The Congress
Gold Answer:      [['ken burns']]
Predicted Ans:    ari folman
Predicted Path:   The Congress --[has_tags]--> ari folman --[(INV) has_tags]--> Waltz with Bashir --[has_tags]--> ari folman
Path (Raw):       The Congress --[has_tags]--> ari folman --[(INV) has_tags]--> Waltz with Bashir --[has_tags]--> ari folman
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by the mosquito squadron director
Start Entity:     Mosquito Squadron
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    War
Predicted Path:   Mosquito Squadron --[directed_by]--> Boris Sagal --[(INV) directed_by]--> Mosquito Squadron --[has_genre]--> War
Path (Raw):       Mosquito Squadron --[directed_by]--> Boris Sagal --[(INV) directed_by]--> Mosquito Squadron --[has_genre]--> War
Neg LogProb(↓):   0.600264
Path Entropy(↓):  0.770034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films written by session 9 screenwriters
Start Entity:     Session 9
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Session 9 --[written_by]--> Brad Anderson --[(INV) written_by]--> Transsiberian --[in_language]--> Spanish
Path (Raw):       Session 9 --[written_by]--> Brad Anderson --[(INV) written_by]--> Transsiberian --[in_language]--> Spanish
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed camel spiders
Start Entity:     Camel Spiders
Gold Answer:      [['1988', '2000', '1990', '2003', '2012', '1989', '1987', '1986']]
Predicted Ans:    2000
Predicted Path:   Camel Spiders --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[release_year]--> 2000
Path (Raw):       Camel Spiders --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[release_year]--> 2000
Neg LogProb(↓):   0.498313
Path Entropy(↓):  1.379146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of pageant
Start Entity:     Pageant
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Pageant --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Pageant --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.989151
Path Entropy(↓):  4.464999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by waclaw gasiorowski
Start Entity:     Waclaw Gasiorowski
Gold Answer:      [['Lucio Fulci', 'Clarence Brown', 'Gustav Machatý']]
Predicted Ans:    Clarence Brown
Predicted Path:   Waclaw Gasiorowski --[(INV) written_by]--> Conquest --[directed_by]--> Clarence Brown
Path (Raw):       Waclaw Gasiorowski --[No Operation]--> Waclaw Gasiorowski --[(INV) written_by]--> Conquest --[directed_by]--> Clarence Brown
Neg LogProb(↓):   0.278369
Path Entropy(↓):  0.596397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the house bunny
Start Entity:     The House Bunny
Gold Answer:      [['Cloudy with a Chance of Meatballs', 'Smiley Face', 'Waiting...', 'Just Friends', "What's Your Number?", 'May', 'Frequently Asked Questions About Time Travel', 'Observe and Report', 'Cloudy with a Chance of Meatballs 2', 'My Super Ex-Girlfriend', 'Scary Movie 4', 'Yogi Bear', 'Take Me Home Tonight']]
Predicted Ans:    Cloudy with a Chance of Meatballs
Predicted Path:   The House Bunny --[starred_actors]--> Anna Faris --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs
Path (Raw):       The House Bunny --[starred_actors]--> Anna Faris --[No Operation]--> Anna Faris --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs
Neg LogProb(↓):   0.586381
Path Entropy(↓):  1.334009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the terror within
Start Entity:     The Terror Within
Gold Answer:      [['Terri Treas', 'Andrew Stevens', 'Starr Andreeff', 'George Kennedy']]
Predicted Ans:    Terri Treas
Predicted Path:   The Terror Within --[starred_actors]--> Terri Treas --[(INV) starred_actors]--> The Terror Within --[starred_actors]--> Terri Treas
Path (Raw):       The Terror Within --[starred_actors]--> Terri Treas --[(INV) starred_actors]--> The Terror Within --[starred_actors]--> Terri Treas
Neg LogProb(↓):   0.435700
Path Entropy(↓):  1.107490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by tom kingsley
Start Entity:     Tom Kingsley
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tom Kingsley --[(INV) directed_by]--> Black Pond --[has_genre]--> Comedy
Path (Raw):       Tom Kingsley --[No Operation]--> Tom Kingsley --[(INV) directed_by]--> Black Pond --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by ivor novello release
Start Entity:     Ivor Novello
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Ivor Novello --[(INV) written_by]--> Tarzan the Ape Man --[release_year]--> 1932
Path (Raw):       Ivor Novello --[No Operation]--> Ivor Novello --[(INV) written_by]--> Tarzan the Ape Man --[release_year]--> 1932
Neg LogProb(↓):   0.008702
Path Entropy(↓):  0.049770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with larry david
Start Entity:     Larry David
Gold Answer:      [['David Mandel', 'Jeff Schaffer', 'Alec Berg']]
Predicted Ans:    Jeff Schaffer
Predicted Path:   Larry David --[(INV) written_by]--> Clear History --[written_by]--> Jeff Schaffer
Path (Raw):       Larry David --[No Operation]--> Larry David --[(INV) written_by]--> Clear History --[written_by]--> Jeff Schaffer
Neg LogProb(↓):   1.439874
Path Entropy(↓):  1.637442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by arthur krystal
Start Entity:     Arthur Krystal
Gold Answer:      [['Mimi Leder', 'Scott Sanders']]
Predicted Ans:    Mimi Leder
Predicted Path:   Arthur Krystal --[(INV) written_by]--> Thick as Thieves --[directed_by]--> Mimi Leder
Path (Raw):       Arthur Krystal --[No Operation]--> Arthur Krystal --[(INV) written_by]--> Thick as Thieves --[directed_by]--> Mimi Leder
Neg LogProb(↓):   0.019716
Path Entropy(↓):  0.096177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Jim loach was the director of which movies
Start Entity:     Jim Loach
Gold Answer:      [['Oranges and Sunshine']]
Predicted Ans:    Oranges and Sunshine
Predicted Path:   Jim Loach --[(INV) directed_by]--> Oranges and Sunshine --[directed_by]--> Jim Loach --[(INV) directed_by]--> Oranges and Sunshine
Path (Raw):       Jim Loach --[(INV) directed_by]--> Oranges and Sunshine --[directed_by]--> Jim Loach --[(INV) directed_by]--> Oranges and Sunshine
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000228
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the skin deep director
Start Entity:     Skin Deep
Gold Answer:      [['Rod Amateau', 'Blake Edwards', 'Steve Martin', 'Nico Mastorakis', 'Maurice Richlin', 'Joseph Stone', 'Stanley Shapiro', 'Gordon Gordon', 'Harry Kurnitz', 'Paul King', 'William Peter Blatty', 'François Truffaut', 'Arthur A. Ross', 'Michael Crichton', 'Marcel Achard', 'Truman Capote', 'Mildred Gordon']]
Predicted Ans:    Blake Edwards
Predicted Path:   Skin Deep --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Skin Deep --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.709142
Path Entropy(↓):  1.823873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by death in the garden actors
Start Entity:     Death in the Garden
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Death in the Garden --[starred_actors]--> Michel Piccoli --[(INV) starred_actors]--> Dillinger Is Dead --[has_genre]--> Drama
Path (Raw):       Death in the Garden --[starred_actors]--> Michel Piccoli --[(INV) starred_actors]--> Dillinger Is Dead --[has_genre]--> Drama
Neg LogProb(↓):   0.299801
Path Entropy(↓):  1.109299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film lonelyhearts
Start Entity:     Lonelyhearts
Gold Answer:      [["Frank O'Rourke", 'Nell Shipman', 'Dashiell Hammett', 'Arthur Caesar', 'Tom Miranda', 'Norman Panama', 'Millard Kaufman', 'Harry Brown', 'Ben Maddow', 'Paul Anthelme', 'Harold Jack Bloom', 'Sam Rolfe', 'Van Van Praag', 'Philip Yordan', 'Samuel A. Taylor', 'Ferenc Molnár', 'Albert Hackett', 'Frances Goodrich', 'John Flynn', 'Alfred Hayes', 'Borden Chase', 'Robert L. Richards', 'Anita Loos', 'Collier Young', 'Sam Peckinpah', 'James Kevin McGuinness', 'Herman Melville', 'Augustus Goetz', 'Louis Bromfield', 'George Tabori', 'James Jones', 'MacKinlay Kantor', 'Clifford Odets', 'Waldemar Young', 'Vincent Lawrence', 'Gerald Butler', 'Sydney Boehm', 'Paul Osborn', 'Tennessee Williams', 'William Bradford Huie', 'Borden Deal', 'Thomas Quinn Curtiss', 'George Seaton', 'Melvin Frank', 'Faith Baldwin', 'Arthur Somers Roche', 'Richard Brooks', 'Henry James', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'Rachel Crothers', 'Ernestine Gilbreth Carey', 'John Paxton', 'Don McGuire', 'Howard Breslin', 'Philip Barry', 'Jo Swerling', 'Howard Emmett Rogers', 'Eric Hodgins', 'Arthur Miller', 'Frank Wead', 'Gore Vidal', 'Heck Allen', 'Libbie Block', 'Talbot Mundy', 'Dario Argento', 'Michael Wilson', 'Walon Green', 'Roy N. Sickner', 'Jacqueline Susann', 'Edward Anhalt', "John O'Hara", 'Richard Carroll', 'Theodore Dreiser', 'Ernest Lehman', 'Charles Schnee', 'Irwin Shaw', 'Sidney Sheldon', 'George Oppenheimer', 'Nicholas Ray', 'Peter Ustinov', 'Frank S. Nugent', 'Dalton Trumbo', 'S.K. Lauren', 'Donald E. Westlake', 'Art Cohn', 'Joseph Moncure March', 'Bartlett Cormack', 'Jean Renoir', "Eugene O'Neill"]]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Lonelyhearts --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       Lonelyhearts --[starred_actors]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   0.882055
Path Entropy(↓):  2.307196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe fever pitch
Start Entity:     Fever Pitch
Gold Answer:      [['nick hornby']]
Predicted Ans:    baseball
Predicted Path:   Fever Pitch --[has_tags]--> baseball --[(INV) has_tags]--> The Babe Ruth Story --[has_tags]--> baseball
Path (Raw):       Fever Pitch --[has_tags]--> baseball --[(INV) has_tags]--> The Babe Ruth Story --[has_tags]--> baseball
Neg LogProb(↓):   0.344431
Path Entropy(↓):  0.627658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the life aquatic with steve zissou were in which languages
Start Entity:     The Life Aquatic with Steve Zissou
Gold Answer:      [['French', 'Dutch', 'English', 'Japanese', 'Italian', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   The Life Aquatic with Steve Zissou --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[in_language]--> German
Path (Raw):       The Life Aquatic with Steve Zissou --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[in_language]--> German
Neg LogProb(↓):   0.275104
Path Entropy(↓):  0.971623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote frozen
Start Entity:     Frozen
Gold Answer:      [['Family', 'Music', 'Fantasy', 'Animation', 'Comedy', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Frozen --[written_by]--> Chris Buck --[(INV) written_by]--> Frozen --[has_genre]--> Drama
Path (Raw):       Frozen --[written_by]--> Chris Buck --[(INV) written_by]--> Frozen --[has_genre]--> Drama
Neg LogProb(↓):   0.813088
Path Entropy(↓):  1.280845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the movie news from home
Start Entity:     News from Home
Gold Answer:      [['Chantal Akerman']]
Predicted Ans:    Chantal Akerman
Predicted Path:   News from Home --[written_by]--> Chantal Akerman --[(INV) written_by]--> News from Home --[written_by]--> Chantal Akerman
Path (Raw):       News from Home --[written_by]--> Chantal Akerman --[(INV) written_by]--> News from Home --[written_by]--> Chantal Akerman
Neg LogProb(↓):   0.032475
Path Entropy(↓):  0.141482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the missing picture
Start Entity:     The Missing Picture
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Missing Picture --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       The Missing Picture --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.543000
Path Entropy(↓):  3.947609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of disaster movie
Start Entity:     Disaster Movie
Gold Answer:      [['Vampires Suck']]
Predicted Ans:    Disaster Movie
Predicted Path:   Disaster Movie --[starred_actors]--> Matt Lanter --[(INV) starred_actors]--> Disaster Movie
Path (Raw):       Disaster Movie --[No Operation]--> Disaster Movie --[starred_actors]--> Matt Lanter --[(INV) starred_actors]--> Disaster Movie
Neg LogProb(↓):   0.106915
Path Entropy(↓):  0.364969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the director of love me tonight
Start Entity:     Love Me Tonight
Gold Answer:      [['Fred Astaire', 'Greta Garbo', 'Tyrone Power', 'Gary Cooper', 'Lana Turner', 'Alla Nazimova', 'Basil Rathbone', 'Randolph Scott', 'Cyd Charisse', 'Janis Paige', 'Fredric March', 'Linda Darnell', 'Frances Dee', 'Ingrid Bergman', 'Cedric Hardwicke', 'Donald Crisp', 'John Barrymore', 'Dorothy Lamour', 'Billie Burke', 'Paul Lukas', 'Rita Hayworth', 'John Gilbert', 'Miriam Hopkins', 'Spencer Tracy', 'Irene Dunne', 'Sylvia Sidney', 'Anna Sten', 'Peter Lorre', 'Gale Sondergaard']]
Predicted Ans:    Randolph Scott
Predicted Path:   Love Me Tonight --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Path (Raw):       Love Me Tonight --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> High, Wide, and Handsome --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.104494
Path Entropy(↓):  0.414920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie broadcast news starred who
Start Entity:     Broadcast News
Gold Answer:      [['Albert Brooks', 'Holly Hunter', 'Robert Prosky', 'William Hurt']]
Predicted Ans:    William Hurt
Predicted Path:   Broadcast News --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers --[starred_actors]--> William Hurt
Path (Raw):       Broadcast News --[starred_actors]--> William Hurt --[(INV) starred_actors]--> Late Bloomers --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.038522
Path Entropy(↓):  0.175172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the adventures of zatoichi director release
Start Entity:     Adventures of Zatoichi
Gold Answer:      [['1968', '1963']]
Predicted Ans:    1964
Predicted Path:   Adventures of Zatoichi --[directed_by]--> Kimiyoshi Yasuda --[(INV) directed_by]--> Adventures of Zatoichi --[release_year]--> 1964
Path (Raw):       Adventures of Zatoichi --[directed_by]--> Kimiyoshi Yasuda --[(INV) directed_by]--> Adventures of Zatoichi --[release_year]--> 1964
Neg LogProb(↓):   0.306188
Path Entropy(↓):  0.714751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by hal holbrook were written by who
Start Entity:     Hal Holbrook
Gold Answer:      [['Charles Templeton', 'Lane Slate', 'Peter Hyams', 'John Grisham', 'Richard Murphy', 'Stephen King', 'Robert Thom', 'Scott Teems', 'William Gay', 'Michael Sloane', 'Roderick Taylor']]
Predicted Ans:    Peter Hyams
Predicted Path:   Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[written_by]--> Peter Hyams
Path (Raw):       Hal Holbrook --[No Operation]--> Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.037784
Path Entropy(↓):  0.200058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in aaron loves angela
Start Entity:     Aaron Loves Angela
Gold Answer:      [['Moses Gunn', 'Irene Cara', 'Kevin Hooks']]
Predicted Ans:    Christopher St. John
Predicted Path:   Aaron Loves Angela --[starred_actors]--> Moses Gunn --[(INV) starred_actors]--> Shaft --[starred_actors]--> Christopher St. John
Path (Raw):       Aaron Loves Angela --[starred_actors]--> Moses Gunn --[(INV) starred_actors]--> Shaft --[starred_actors]--> Christopher St. John
Neg LogProb(↓):   0.202410
Path Entropy(↓):  0.635051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did parkpoom wongpoom direct
Start Entity:     Parkpoom Wongpoom
Gold Answer:      [['Shutter']]
Predicted Ans:    Shutter
Predicted Path:   Parkpoom Wongpoom --[(INV) directed_by]--> Shutter --[directed_by]--> Parkpoom Wongpoom --[(INV) directed_by]--> Shutter
Path (Raw):       Parkpoom Wongpoom --[(INV) directed_by]--> Shutter --[directed_by]--> Parkpoom Wongpoom --[(INV) directed_by]--> Shutter
Neg LogProb(↓):   0.003717
Path Entropy(↓):  0.024969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by randy moore release
Start Entity:     Randy Moore
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Randy Moore --[(INV) written_by]--> Escape from Tomorrow --[release_year]--> 2013
Path (Raw):       Randy Moore --[No Operation]--> Randy Moore --[(INV) written_by]--> Escape from Tomorrow --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the babe ruth story
Start Entity:     The Babe Ruth Story
Gold Answer:      [['Walter Hill', 'Robert Wise', 'Edward Dmytryk', 'William A. Seiter', 'Rudolph Maté', 'William A. Wellman', 'William D. Russell', 'Gordon Douglas', 'Raoul Walsh', 'John Ford', 'Nicholas Ray', 'Anatole Litvak', 'Alfred Hitchcock', 'John Farrow', 'Jack Conway', 'Irving Reis', 'William Wyler', 'Irving Rapper', 'Edwin L. Marin', 'Charles Vidor', 'Tamra Davis', 'Josef von Sternberg', 'Lewis Seiler', 'Ida Lupino']]
Predicted Ans:    Walter Hill
Predicted Path:   The Babe Ruth Story --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> Crossroads --[directed_by]--> Walter Hill
Path (Raw):       The Babe Ruth Story --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> Crossroads --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.771590
Path Entropy(↓):  1.495517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jamie uys is a co - star of who
Start Entity:     Jamie Uys
Gold Answer:      [['Wynand Uys']]
Predicted Ans:    Wynand Uys
Predicted Path:   Jamie Uys --[(INV) starred_actors]--> Lost in the Desert --[starred_actors]--> Wynand Uys
Path (Raw):       Jamie Uys --[No Operation]--> Jamie Uys --[(INV) starred_actors]--> Lost in the Desert --[starred_actors]--> Wynand Uys
Neg LogProb(↓):   0.202912
Path Entropy(↓):  0.476884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of role models
Start Entity:     Role Models
Gold Answer:      [['2001', '2012', '2014', '2007']]
Predicted Ans:    2014
Predicted Path:   Role Models --[written_by]--> David Wain --[(INV) written_by]--> They Came Together --[release_year]--> 2014
Path (Raw):       Role Models --[written_by]--> David Wain --[(INV) written_by]--> They Came Together --[release_year]--> 2014
Neg LogProb(↓):   1.085684
Path Entropy(↓):  1.724573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did john logan write
Start Entity:     John Logan
Gold Answer:      [['Skyfall', 'Hugo', 'The Aviator', 'The Last Samurai']]
Predicted Ans:    Special Bulletin
Predicted Path:   John Logan --[(INV) written_by]--> The Last Samurai --[written_by]--> Edward Zwick --[(INV) written_by]--> Special Bulletin
Path (Raw):       John Logan --[(INV) written_by]--> The Last Samurai --[written_by]--> Edward Zwick --[(INV) written_by]--> Special Bulletin
Neg LogProb(↓):   0.354094
Path Entropy(↓):  1.063845
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in a tale of springtime
Start Entity:     A Tale of Springtime
Gold Answer:      [['Florence Darel', 'Hugues Quester', 'Anne Teyssèdre']]
Predicted Ans:    Hugues Quester
Predicted Path:   A Tale of Springtime --[starred_actors]--> Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime --[starred_actors]--> Hugues Quester
Path (Raw):       A Tale of Springtime --[starred_actors]--> Hugues Quester --[(INV) starred_actors]--> A Tale of Springtime --[starred_actors]--> Hugues Quester
Neg LogProb(↓):   0.000197
Path Entropy(↓):  0.002120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by wolfgang becker
Start Entity:     Wolfgang Becker
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Wolfgang Becker --[(INV) directed_by]--> Life is All You Get --[has_genre]--> Comedy
Path (Raw):       Wolfgang Becker --[No Operation]--> Wolfgang Becker --[(INV) directed_by]--> Life is All You Get --[has_genre]--> Comedy
Neg LogProb(↓):   0.000165
Path Entropy(↓):  0.001602
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by demi moore
Start Entity:     Demi Moore
Gold Answer:      [['Bruce Joel Rubin', 'Emilio Estevez', 'Michael Crichton', 'Sam Levinson', 'Carl Hiaasen', 'Ranald MacDougall', 'Mitchell Lichtenstein', 'Wim Wenders', 'Joel Schumacher', 'Bruce A. Evans', 'Andrew Bergman', 'Nathaniel Hawthorne', 'Jack Engelhard', 'Victor Hugo', 'George Dawes Green', 'Edward Anderson', 'Aaron Sorkin', 'Craig Rosenberg', 'Albert Husson', 'Derrick Borte']]
Predicted Ans:    Nathaniel Hawthorne
Predicted Path:   Demi Moore --[(INV) starred_actors]--> The Scarlet Letter --[written_by]--> Nathaniel Hawthorne
Path (Raw):       Demi Moore --[No Operation]--> Demi Moore --[(INV) starred_actors]--> The Scarlet Letter --[written_by]--> Nathaniel Hawthorne
Neg LogProb(↓):   1.326575
Path Entropy(↓):  1.883360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in poltergeist iii
Start Entity:     Poltergeist III
Gold Answer:      [['Zelda Rubinstein', "Heather O'Rourke"]]
Predicted Ans:    Zelda Rubinstein
Predicted Path:   Poltergeist III --[starred_actors]--> Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III --[starred_actors]--> Zelda Rubinstein
Path (Raw):       Poltergeist III --[starred_actors]--> Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III --[starred_actors]--> Zelda Rubinstein
Neg LogProb(↓):   0.037534
Path Entropy(↓):  0.193529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the devil rides out
Start Entity:     The Devil Rides Out
Gold Answer:      [['Dakota Goyo', 'Max von Sydow', 'Gabrielle Union', 'Cameron Diaz', 'Clive Revill', 'Will Smith', 'Pamela Franklin', 'Hugh Jackman', 'Lily Tomlin', 'John Cusack', 'Richard Widmark', 'Charles Grodin', 'Karen Black', 'Riccardo Scamarcio', 'Nicole Grimaudo', 'Ennio Fantastichini', 'Alessandro Preziosi', 'Eric Porter', 'Jane Seymour', 'Suzanna Leigh', 'Charlton Heston', 'Tony Beckley', 'Annabella Sciorra', 'Bela Lugosi', 'Roddy McDowall', 'Giancarlo Esposito', 'Luke Evans', 'A.J. Buckley', 'Robin Williams', 'Robert Burton', 'Hildegard Knef', 'Ned Beatty', 'Christopher Plummer', 'Christopher Lee', 'Alice Eve', 'James Marsden', 'Teresa Wright', 'Jack Palance', 'Brendan Gleeson', 'Gene Hackman', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Frank Langella', 'Dan Aykroyd', 'Boris Karloff', 'Gayle Hunnicutt', 'Charles Bronson', 'Honor Blackman', 'Denholm Elliott', 'Grant Williams', 'Randy Stuart', 'Kevin Bacon', 'Darren McGavin', 'Dennis Weaver', 'Christopher Reeve', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   The Devil Rides Out --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[starred_actors]--> Vincent Price
Path (Raw):       The Devil Rides Out --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.864902
Path Entropy(↓):  1.578143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie cat and dog
Start Entity:     Cat and Dog
Gold Answer:      [['1976', '1980', '1981']]
Predicted Ans:    1980
Predicted Path:   Cat and Dog --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Delitto a Porta Romana --[release_year]--> 1980
Path (Raw):       Cat and Dog --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Delitto a Porta Romana --[release_year]--> 1980
Neg LogProb(↓):   0.245558
Path Entropy(↓):  0.720734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by derek jacobi were directed by who
Start Entity:     Derek Jacobi
Gold Answer:      [['Don Bluth', 'Kenneth Branagh', 'Otto Preminger', 'Paul Schrader', 'Jonathan English', 'Christine Edzard']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Derek Jacobi --[(INV) starred_actors]--> Henry V --[directed_by]--> Kenneth Branagh
Path (Raw):       Derek Jacobi --[No Operation]--> Derek Jacobi --[(INV) starred_actors]--> Henry V --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.189047
Path Entropy(↓):  0.575630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by patricia riggen
Start Entity:     Patricia Riggen
Gold Answer:      [['2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Patricia Riggen --[(INV) directed_by]--> Under the Same Moon --[release_year]--> 2007
Path (Raw):       Patricia Riggen --[No Operation]--> Patricia Riggen --[(INV) directed_by]--> Under the Same Moon --[release_year]--> 2007
Neg LogProb(↓):   0.055235
Path Entropy(↓):  0.209378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by justin benson release
Start Entity:     Justin Benson
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Justin Benson --[(INV) directed_by]--> Resolution --[release_year]--> 2012
Path (Raw):       Justin Benson --[No Operation]--> Justin Benson --[(INV) directed_by]--> Resolution --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the goddess of 1967 are written by who
Start Entity:     The Goddess of 1967
Gold Answer:      [['Max Mayer', 'Leigh Whannell', 'Alex Garland', 'Dan Mazer', 'István Szabó', 'Israel Horovitz', 'Nicholas Stoller', 'Larry Gelbart', 'Buster Keaton', 'Thomas Berger']]
Predicted Ans:    Larry Gelbart
Predicted Path:   The Goddess of 1967 --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       The Goddess of 1967 --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.380488
Path Entropy(↓):  0.818013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by howard a. rodman
Start Entity:     Howard A. Rodman
Gold Answer:      [['Stanley Tucci', 'Tom Kalin', 'Anthony Hopkins', 'Austin Chick']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Howard A. Rodman --[(INV) written_by]--> August --[directed_by]--> Anthony Hopkins
Path (Raw):       Howard A. Rodman --[No Operation]--> Howard A. Rodman --[(INV) written_by]--> August --[directed_by]--> Anthony Hopkins
Neg LogProb(↓):   0.383636
Path Entropy(↓):  0.674412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by elden henson were written by who
Start Entity:     Elden Henson
Gold Answer:      [['Ron Milbauer', 'J. Mackye Gruber', 'Eric Bress', 'Terri Hughes']]
Predicted Ans:    Ron Milbauer
Predicted Path:   Elden Henson --[(INV) starred_actors]--> Idle Hands --[written_by]--> Ron Milbauer
Path (Raw):       Elden Henson --[No Operation]--> Elden Henson --[(INV) starred_actors]--> Idle Hands --[written_by]--> Ron Milbauer
Neg LogProb(↓):   0.031500
Path Entropy(↓):  0.164157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director michel comte co - directed movies with who
Start Entity:     Michel Comte
Gold Answer:      [['Ayako Yoshida']]
Predicted Ans:    Michel Comte
Predicted Path:   Michel Comte --[(INV) directed_by]--> The Girl from Nagasaki --[directed_by]--> Michel Comte
Path (Raw):       Michel Comte --[No Operation]--> Michel Comte --[(INV) directed_by]--> The Girl from Nagasaki --[directed_by]--> Michel Comte
Neg LogProb(↓):   0.006888
Path Entropy(↓):  0.041037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film armed and dangerous
Start Entity:     Armed and Dangerous
Gold Answer:      [['2008', '2003', '1992', '2006', '1985', '1984', '1998', '2009', '2004', '1982', '1983', '1995', '1972', '1990', '1989', '2012', '1988', '2005', '1991', '1999', '1987', '1958']]
Predicted Ans:    2005
Predicted Path:   Armed and Dangerous --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[release_year]--> 2005
Path (Raw):       Armed and Dangerous --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[release_year]--> 2005
Neg LogProb(↓):   1.054080
Path Entropy(↓):  1.711541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did so yong kim write the story for
Start Entity:     So Yong Kim
Gold Answer:      [['For Ellen', 'In Between Days']]
Predicted Ans:    For Ellen
Predicted Path:   So Yong Kim --[(INV) written_by]--> For Ellen --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen
Path (Raw):       So Yong Kim --[(INV) written_by]--> For Ellen --[written_by]--> So Yong Kim --[(INV) written_by]--> For Ellen
Neg LogProb(↓):   0.001093
Path Entropy(↓):  0.009230
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jody dwyer were in which genres
Start Entity:     Jody Dwyer
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jody Dwyer --[(INV) directed_by]--> Dying Breed --[has_genre]--> Horror
Path (Raw):       Jody Dwyer --[No Operation]--> Jody Dwyer --[(INV) directed_by]--> Dying Breed --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by abraham cahan released
Start Entity:     Abraham Cahan
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Abraham Cahan --[(INV) written_by]--> Hester Street --[release_year]--> 1975
Path (Raw):       Abraham Cahan --[No Operation]--> Abraham Cahan --[(INV) written_by]--> Hester Street --[release_year]--> 1975
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of just another love story
Start Entity:     Just Another Love Story
Gold Answer:      [['Ole Bornedal', 'Robert Mandel']]
Predicted Ans:    Ole Bornedal
Predicted Path:   Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> Nightwatch --[directed_by]--> Ole Bornedal
Path (Raw):       Just Another Love Story --[written_by]--> Ole Bornedal --[(INV) written_by]--> Nightwatch --[directed_by]--> Ole Bornedal
Neg LogProb(↓):   1.406491
Path Entropy(↓):  1.489959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by mark swift released
Start Entity:     Mark Swift
Gold Answer:      [['1980', '2009']]
Predicted Ans:    1980
Predicted Path:   Mark Swift --[(INV) written_by]--> Friday the 13th --[release_year]--> 1980
Path (Raw):       Mark Swift --[No Operation]--> Mark Swift --[(INV) written_by]--> Friday the 13th --[release_year]--> 1980
Neg LogProb(↓):   0.389590
Path Entropy(↓):  0.628917
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by peter jackson release
Start Entity:     Peter Jackson
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Peter Jackson --[(INV) starred_actors]--> Forgotten Silver --[release_year]--> 1995
Path (Raw):       Peter Jackson --[No Operation]--> Peter Jackson --[(INV) starred_actors]--> Forgotten Silver --[release_year]--> 1995
Neg LogProb(↓):   0.004594
Path Entropy(↓):  0.031391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie two women were in which languages
Start Entity:     Two Women
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Two Women --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[in_language]--> Italian
Path (Raw):       Two Women --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[in_language]--> Italian
Neg LogProb(↓):   0.146557
Path Entropy(↓):  0.471740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of super fuzz
Start Entity:     Super Fuzz
Gold Answer:      [['Burt Reynolds', 'Franco Nero']]
Predicted Ans:    Franco Nero
Predicted Path:   Super Fuzz --[directed_by]--> Sergio Corbucci --[(INV) directed_by]--> Django --[starred_actors]--> Franco Nero
Path (Raw):       Super Fuzz --[directed_by]--> Sergio Corbucci --[(INV) directed_by]--> Django --[starred_actors]--> Franco Nero
Neg LogProb(↓):   0.043224
Path Entropy(↓):  0.201846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by gauri shinde
Start Entity:     Gauri Shinde
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gauri Shinde --[(INV) written_by]--> English Vinglish --[has_genre]--> Comedy
Path (Raw):       Gauri Shinde --[No Operation]--> Gauri Shinde --[(INV) written_by]--> English Vinglish --[has_genre]--> Comedy
Neg LogProb(↓):   0.521302
Path Entropy(↓):  0.675467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie souls for sale starred who
Start Entity:     Souls for Sale
Gold Answer:      [['Eleanor Boardman']]
Predicted Ans:    Eleanor Boardman
Predicted Path:   Souls for Sale --[starred_actors]--> Eleanor Boardman --[(INV) starred_actors]--> Souls for Sale --[starred_actors]--> Eleanor Boardman
Path (Raw):       Souls for Sale --[starred_actors]--> Eleanor Boardman --[(INV) starred_actors]--> Souls for Sale --[starred_actors]--> Eleanor Boardman
Neg LogProb(↓):   0.002007
Path Entropy(↓):  0.014459
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the ice storm actors
Start Entity:     The Ice Storm
Gold Answer:      [['Steve Martin', 'James D. Solomon', 'Adam Brooks', 'Kevin Wade', 'Richard Glatzer', 'David Howard', "Dan O'Bannon", 'David Auburn', 'Dian Fossey', 'William Shakespeare', 'James Cameron', 'Michael Hoffman', 'Rafael Yglesias', 'Ariel Dorfman', 'Mike Binder', 'Jane Hamilton', 'Blake Edwards', 'William Styron', 'Moe Jelline', 'Arthur Miller', 'Oliver Stone', 'Robert Gordon', 'Louis Sachar', 'Peter Landesman', 'Sally Potter', 'George Plimpton', 'Lawrence Kasdan', 'Steve Tesich', 'Ronald Shusett', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Maurice Richlin', 'Robert Harling', 'Charles Crichton', 'Ethan Canin', 'Bob Swaim', 'Paul Theroux', 'Steven Zaillian', 'Peter Weir', 'John Cleese', 'Stephen Mazur', 'Paul Guay', 'Robert Dunn', 'Rodrigo Cortés', 'Andrew Bergman', 'John Golden', 'Anne Nelson', 'Jim Simpson', 'Dan Aykroyd', 'Harold Ramis', 'Georges Simenon', 'Douglas McGrath', 'Cédric Kahn', 'Christopher Trumbo', 'Israel Horovitz', 'Rod Lurie', 'John Patrick Shanley', 'Gary Ross', 'Alan J. Pakula']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Ice Storm --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Path (Raw):       The Ice Storm --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.418709
Path Entropy(↓):  2.346678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by bernice claire were in which genres
Start Entity:     Bernice Claire
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bernice Claire --[(INV) starred_actors]--> Spring Is Here --[has_genre]--> Comedy
Path (Raw):       Bernice Claire --[No Operation]--> Bernice Claire --[(INV) starred_actors]--> Spring Is Here --[has_genre]--> Comedy
Neg LogProb(↓):   0.001003
Path Entropy(↓):  0.007928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by kristin chenoweth fall under
Start Entity:     Kristin Chenoweth
Gold Answer:      [['Musical', 'Comedy', 'Action']]
Predicted Ans:    Musical
Predicted Path:   Kristin Chenoweth --[(INV) starred_actors]--> The Music Man --[has_genre]--> Musical
Path (Raw):       Kristin Chenoweth --[No Operation]--> Kristin Chenoweth --[(INV) starred_actors]--> The Music Man --[has_genre]--> Musical
Neg LogProb(↓):   0.765021
Path Entropy(↓):  0.970220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film james and the giant peach
Start Entity:     James and the Giant Peach
Gold Answer:      [['1968', '2009', '1966', '1990', '2005', '1996', '1967']]
Predicted Ans:    2009
Predicted Path:   James and the Giant Peach --[written_by]--> Roald Dahl --[(INV) written_by]--> Fantastic Mr. Fox --[release_year]--> 2009
Path (Raw):       James and the Giant Peach --[written_by]--> Roald Dahl --[(INV) written_by]--> Fantastic Mr. Fox --[release_year]--> 2009
Neg LogProb(↓):   0.384343
Path Entropy(↓):  1.052083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is cain and mabel
Start Entity:     Cain and Mabel
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cain and Mabel --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Cain and Mabel --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.291464
Path Entropy(↓):  4.449369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by hayden schlossberg
Start Entity:     Hayden Schlossberg
Gold Answer:      [['Jon Hurwitz']]
Predicted Ans:    Hayden Schlossberg
Predicted Path:   Hayden Schlossberg --[(INV) directed_by]--> American Reunion --[directed_by]--> Hayden Schlossberg
Path (Raw):       Hayden Schlossberg --[No Operation]--> Hayden Schlossberg --[(INV) directed_by]--> American Reunion --[directed_by]--> Hayden Schlossberg
Neg LogProb(↓):   0.106126
Path Entropy(↓):  0.379629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of the desperadoes also starred in which films
Start Entity:     The Desperadoes
Gold Answer:      [['Hard, Fast and Beautiful', 'Affair in Trinidad', 'The Secret of Convict Lake', 'Trial', 'The Visitor', 'Ride the High Country', 'Dark Command', 'The Babe Ruth Story', "Hangman's Knot", 'Allegheny Uprising', 'Texas', 'Experiment in Terror', 'Santa Fe', 'Destroyer', 'Comanche Station', 'A Stolen Life', 'Captain Kidd', 'Rage at Dawn', 'A Lawless Street', '7th Cavalry', 'Happy Birthday to Me', 'Second Honeymoon', 'Cowboy', 'To the Shores of Tripoli', 'Carson City', 'The Tall T', 'Bombardier', 'The Mountain', 'Buchanan Rides Alone', 'Best of the Badmen', 'Virginia City', 'The Sheepman', 'High, Wide, and Handsome', 'Stagecoach', 'Hot Saturday', 'The Big Heat', 'The Man from the Alamo', 'Belle Starr', 'Westbound', 'The High and the Mighty', 'Decision at Sundown', 'Christmas Eve', 'Pocketful of Miracles', 'Marjorie Morningstar', 'Jesse James', 'The Man Behind the Gun', 'Pittsburgh', 'A Time for Killing', 'Dear Heart', 'Torpedo Run', 'Midway', 'Gunfighters', 'Jubal', 'The Violent Men', 'The Undercover Man', 'She', 'Susannah of the Mounties', 'Interrupted Melody', 'Johnny Angel', 'Roberta', 'The Mating of Millie', 'Gilda', 'Borderline', 'Crossroads', "The Courtship of Eddie's Father", 'The Spoilers', 'The Loves of Carmen', 'Shoot-Out at Medicine Bend', 'The Amazing Dr. Clitterhouse', 'Albuquerque', 'Born to Kill', 'Follow the Fleet', 'Crack-Up', 'The Last of the Mohicans', 'Advance to the Rear', 'Fate Is the Hunter', 'Lust for Gold', 'Western Union', 'Murder, My Sweet', "Badman's Territory", 'Man in the Saddle', 'Cimarron', 'Ride Lonesome', "Don't Go Near the Water", 'The Fastest Gun Alive', 'Seven Men from Now', 'Rebecca of Sunnybrook Farm', 'My Favorite Wife']]
Predicted Ans:    Randolph Scott
Predicted Path:   The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Path (Raw):       The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> 7th Cavalry --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   2.017908
Path Entropy(↓):  2.708724
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of just imagine
Start Entity:     Just Imagine
Gold Answer:      [["You'll Find Out", 'Bright Eyes']]
Predicted Ans:    You'll Find Out
Predicted Path:   Just Imagine --[written_by]--> David Butler --[(INV) written_by]--> You'll Find Out
Path (Raw):       Just Imagine --[No Operation]--> Just Imagine --[written_by]--> David Butler --[(INV) written_by]--> You'll Find Out
Neg LogProb(↓):   0.506618
Path Entropy(↓):  1.157849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in a walk in the woods also appears in which movies
Start Entity:     A Walk in the Woods
Gold Answer:      [['It Runs in the Family', 'Spy Game', 'The Proposal', 'Legal Eagles', 'Nobel Son', 'Powder', 'Lions for Lambs', 'Miss Firecracker', 'Time After Time', 'Pontiac Moon', 'Parenthood', 'All Is Lost', 'Downhill Racer', 'The Company You Keep', 'Little Fauss and Big Halsy', 'The Chase', 'Out of Africa', 'Dead of Winter', 'The Electric Horseman', 'The Natural', 'Butch Cassidy and the Sundance Kid', 'An Unfinished Life', 'This Property Is Condemned', 'Cross Creek', 'Clifford', 'The Last Castle', 'The Great Gatsby', 'Inside Daisy Clover', 'The Way We Were', "All the President's Men", 'The Horse Whisperer', 'Barefoot in the Park', 'Indecent Proposal', 'Romantic Comedy', 'The Hot Rock', 'The Candidate', "Goin' South", 'One Magic Christmas', 'Havana', 'Brubaker', 'Somebody Up There Likes Me', 'Jeremiah Johnson', 'The Great Waldo Pepper', 'Back to the Future Part III', 'The Sting', 'Melvin and Howard', 'Sneakers', 'Three Days of the Condor', 'Welcome to the Jungle', 'The Open Road']]
Predicted Ans:    The Great Gatsby
Predicted Path:   A Walk in the Woods --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby
Path (Raw):       A Walk in the Woods --[starred_actors]--> Robert Redford --[No Operation]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby
Neg LogProb(↓):   0.513212
Path Entropy(↓):  1.747852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in sunlight jr.
Start Entity:     Sunlight Jr.
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Sunlight Jr. --[starred_actors]--> Naomi Watts --[(INV) starred_actors]--> Funny Games --[in_language]--> English
Path (Raw):       Sunlight Jr. --[starred_actors]--> Naomi Watts --[(INV) starred_actors]--> Funny Games --[in_language]--> English
Neg LogProb(↓):   0.362629
Path Entropy(↓):  0.675924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of notorious
Start Entity:     Notorious
Gold Answer:      [['Elena and Her Men', 'Gaslight', 'Spellbound', 'Wings in the Dark', 'Big Brown Eyes', 'Destination Tokyo', 'Bringing Up Baby', 'The Toast of New York', "The Bells of St. Mary's", 'Once Upon a Honeymoon', 'Where Danger Lives', 'The Lost World', 'People Will Talk', 'His Girl Friday', 'Holiday', 'Moontide', 'Saratoga Trunk', 'Houseboat', 'Mr. Skeffington', 'Night and Day', 'The Awful Truth', 'Charade', 'Joan of Arc', 'I Was a Male War Bride', 'To Catch a Thief', 'The Wolf Man', 'Mr. Smith Goes to Washington', "I'm No Angel", 'They Made Me a Criminal', 'The Unsuspected', 'The Visit', 'Hot Saturday', "The Bishop's Wife", 'The Clairvoyant', 'Kiss Them for Me', 'Indiscreet', 'The Adventures of Robin Hood', 'Journey to Italy', 'Now, Voyager', 'Anastasia', 'Goodbye Again', 'Every Girl Should Be Married', 'The Prince and the Pauper', 'Deception', 'Four Daughters', 'The Howards of Virginia', 'Dr. Jekyll and Mr. Hyde', 'The Eagle and the Hawk', 'Mr. Blandings Builds His Dream House', 'Room for One More', 'Angel on My Shoulder', 'Dream Wife', 'The Invisible Man', 'Father Goose', 'Phantom of the Opera', 'The Talk of the Town', 'Passage to Marseille', 'Autumn Sonata', "A Woman's Face", 'Blonde Venus', 'Here Comes Mr. Jordan', 'Topper', "Europe '51", 'The Grass Is Greener', 'In Name Only', 'Operation Petticoat', 'Kiss and Make-Up', 'An Affair to Remember', 'Suspicion', 'North by Northwest', 'Arsenic and Old Lace', 'Monkey Business', 'The Bachelor and the Bobby-Soxer', 'Crisis', 'Suzy', 'For Whom the Bell Tolls', 'The Inn of the Sixth Happiness', 'The Pride and the Passion', 'Stromboli', 'That Touch of Mink', 'Gunga Din', 'Only Angels Have Wings', 'Mr. Lucky', 'Rage in Heaven', 'The Philadelphia Story', 'Cactus Flower', 'Born to Be Bad', 'Adam Had Four Sons', 'Arch of Triumph', 'White Banners', 'Sylvia Scarlett', 'Casablanca', 'Caesar and Cleopatra', 'Penny Serenade', 'She Done Him Wrong', 'My Favorite Wife']]
Predicted Ans:    An Affair to Remember
Predicted Path:   Notorious --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember
Path (Raw):       Notorious --[starred_actors]--> Cary Grant --[No Operation]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember
Neg LogProb(↓):   1.346176
Path Entropy(↓):  2.710338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by the end of poverty? actors
Start Entity:     The End of Poverty?
Gold Answer:      [['Documentary', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The End of Poverty? --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       The End of Poverty? --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.585754
Path Entropy(↓):  1.114859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by excalibur actors
Start Entity:     Excalibur
Gold Answer:      [['Peter Hyams', 'Jay Parini', 'Krzysztof Krauze', 'Ian McEwan', 'Michael Hoffman', 'Steve Gordon', 'David Mamet', 'Jane Goldman', 'Just Jaeckin', 'Barbara Branden', 'Peter Morgan', 'Henry Jaglom', 'Kevin Williamson', 'Matthew Michael Carnahan', 'Matthew Vaughn', 'Charles Sturridge', 'Richard Dooling', 'Paul Theroux', 'Peter Baynham', 'Juliette Towhidi', 'Tony Gilroy', 'Arthur C. Clarke', 'Ezra D. Rappaport', 'Billy Ray', 'Norman Lindsay', 'Peter Yeldham', 'Stephen Rebello', 'Derek Granger', 'Graham Greene', 'Peter Straughan', 'Assaf Bernstein', 'Victoria Foyt', 'Tim Sullivan', 'Terry George', 'Tim Firth', 'Harold Pinter', 'Howard Korder', 'Jim Sheridan', 'Steven Knight', 'Richard C. Morais', 'Mary Gallagher']]
Predicted Ans:    Steven Knight
Predicted Path:   Excalibur --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Hundred-Foot Journey --[written_by]--> Steven Knight
Path (Raw):       Excalibur --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Hundred-Foot Journey --[written_by]--> Steven Knight
Neg LogProb(↓):   0.554703
Path Entropy(↓):  1.558616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by ariel schulman
Start Entity:     Ariel Schulman
Gold Answer:      [['Katie Featherston']]
Predicted Ans:    Katie Featherston
Predicted Path:   Ariel Schulman --[(INV) directed_by]--> Paranormal Activity 4 --[starred_actors]--> Katie Featherston
Path (Raw):       Ariel Schulman --[No Operation]--> Ariel Schulman --[(INV) directed_by]--> Paranormal Activity 4 --[starred_actors]--> Katie Featherston
Neg LogProb(↓):   0.013685
Path Entropy(↓):  0.071921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film another thin man starred which actors
Start Entity:     Another Thin Man
Gold Answer:      [['Myrna Loy', 'Otto Kruger', 'William Powell', 'Virginia Grey']]
Predicted Ans:    William Powell
Predicted Path:   Another Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[starred_actors]--> William Powell
Path (Raw):       Another Thin Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[starred_actors]--> William Powell
Neg LogProb(↓):   0.076853
Path Entropy(↓):  0.319783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in teenage mutant ninja turtles
Start Entity:     Teenage Mutant Ninja Turtles
Gold Answer:      [['Mitch Glazer', 'Peter Lepeniotis', 'Gore Verbinski', 'Ken Liotti', 'Todd Robinson', 'Jimmy Hayward', 'Christopher Miller', 'Phil Lord', 'Michael Bay', 'Karyn Kusama', 'Morgan Spurlock', 'Bob Odenkirk', 'Stuart Gillard']]
Predicted Ans:    Peter Lepeniotis
Predicted Path:   Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett --[(INV) starred_actors]--> The Nut Job --[directed_by]--> Peter Lepeniotis
Path (Raw):       Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett --[(INV) starred_actors]--> The Nut Job --[directed_by]--> Peter Lepeniotis
Neg LogProb(↓):   0.178642
Path Entropy(↓):  0.580249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by leonard kastle fall under
Start Entity:     Leonard Kastle
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Leonard Kastle --[(INV) directed_by]--> The Honeymoon Killers --[has_genre]--> Crime
Path (Raw):       Leonard Kastle --[No Operation]--> Leonard Kastle --[(INV) directed_by]--> The Honeymoon Killers --[has_genre]--> Crime
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the loss of a teardrop diamond writers release
Start Entity:     The Loss of a Teardrop Diamond
Gold Answer:      [['1962', '1995', '1968', '1964', '1956', '1966', '1950', '1960', '1951', '1959', '1955', '1973', '1987', '1961', '2011', '1958', '1984']]
Predicted Ans:    1958
Predicted Path:   The Loss of a Teardrop Diamond --[written_by]--> Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       The Loss of a Teardrop Diamond --[written_by]--> Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   0.907914
Path Entropy(↓):  1.925232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by garrison keillor release
Start Entity:     Garrison Keillor
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Garrison Keillor --[(INV) written_by]--> A Prairie Home Companion --[release_year]--> 2006
Path (Raw):       Garrison Keillor --[No Operation]--> Garrison Keillor --[(INV) written_by]--> A Prairie Home Companion --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did renzo avanzo write the story for
Start Entity:     Renzo Avanzo
Gold Answer:      [['The Golden Coach']]
Predicted Ans:    The Golden Coach
Predicted Path:   Renzo Avanzo --[(INV) written_by]--> The Golden Coach --[written_by]--> Giulio Macchi --[(INV) written_by]--> The Golden Coach
Path (Raw):       Renzo Avanzo --[(INV) written_by]--> The Golden Coach --[written_by]--> Giulio Macchi --[(INV) written_by]--> The Golden Coach
Neg LogProb(↓):   0.569171
Path Entropy(↓):  0.791573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by ernie hudson
Start Entity:     Ernie Hudson
Gold Answer:      [['John D. Hancock', 'Michael Crichton']]
Predicted Ans:    John D. Hancock
Predicted Path:   Ernie Hudson --[(INV) starred_actors]--> Weeds --[written_by]--> John D. Hancock
Path (Raw):       Ernie Hudson --[No Operation]--> Ernie Hudson --[(INV) starred_actors]--> Weeds --[written_by]--> John D. Hancock
Neg LogProb(↓):   0.639011
Path Entropy(↓):  0.691599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of happy birthday to me starred who
Start Entity:     Happy Birthday to Me
Gold Answer:      [['Telly Savalas', 'Cornelia Sharpe', 'James Robertson Justice', 'Yul Brynner', 'Juliette Lewis', 'Diana Dors', 'Jessica Lange', 'Paul Robeson', 'Anna Lee', 'Robert De Niro', 'Gregory Peck', 'Jeannie Carson', 'Andrew Stevens', 'Melody Anderson', 'Will Sampson', 'Carrie Snodgress', 'Alison Doody', 'Gene Davis', 'Anthony Quinn', 'Robert F. Lyons', 'Camilla Sparv', 'David Niven', 'Robert Mitchum', 'Herbert Lom', 'Kathleen Wilhoite', 'Dean Martin', 'Nick Nolte', 'Roland Young', 'Roddy McDowall', 'Natalie Trundy', 'Claude Akins', 'Stewart Granger', 'Severn Darden', 'Stanley Baker', 'Paul Winfield', 'Cedric Hardwicke', 'Richard Carlson', 'Lauren Bacall', 'Margot Kidder', 'Jeff East', 'Kenneth More', 'Chuck Norris', 'Polly Bergen', 'Shirley MacLaine', 'Paul Newman', 'John Mills', 'Tony Curtis', 'Michael Sarrazin', 'Sharon Stone', "Jennifer O'Neill", 'Charles Bronson', 'Lisa Eilbacher', 'Richard Chamberlain', 'Donald Sinden', 'Omar Sharif', 'Deborah Kerr', 'Patrick Swayze']]
Predicted Ans:    David Niven
Predicted Path:   Happy Birthday to Me --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[starred_actors]--> David Niven
Path (Raw):       Happy Birthday to Me --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> The Guns of Navarone --[starred_actors]--> David Niven
Neg LogProb(↓):   0.766152
Path Entropy(↓):  1.418152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by vinnie jones were directed by who
Start Entity:     Vinnie Jones
Gold Answer:      [['Anthony Hickox', 'Marcus Warren', 'Scott Wiper', 'Barry Skolnick', 'Giorgio Serafini', 'Shawn Sourgose', 'Sean Stanek', 'Andy Fickman', 'Ryan Little', 'Charlie Picerni']]
Predicted Ans:    Ryan Little
Predicted Path:   Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons --[directed_by]--> Ryan Little
Path (Raw):       Vinnie Jones --[No Operation]--> Vinnie Jones --[(INV) starred_actors]--> Age of the Dragons --[directed_by]--> Ryan Little
Neg LogProb(↓):   0.410587
Path Entropy(↓):  0.727351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by john qualen in
Start Entity:     John Qualen
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   John Qualen --[(INV) starred_actors]--> Our Daily Bread --[has_genre]--> Documentary
Path (Raw):       John Qualen --[No Operation]--> John Qualen --[(INV) starred_actors]--> Our Daily Bread --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by kevin downes
Start Entity:     Kevin Downes
Gold Answer:      [['Alex Kendrick']]
Predicted Ans:    Alex Kendrick
Predicted Path:   Kevin Downes --[(INV) starred_actors]--> Courageous --[directed_by]--> Alex Kendrick
Path (Raw):       Kevin Downes --[No Operation]--> Kevin Downes --[(INV) starred_actors]--> Courageous --[directed_by]--> Alex Kendrick
Neg LogProb(↓):   0.001638
Path Entropy(↓):  0.012139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed wicked city
Start Entity:     Wicked City
Gold Answer:      [['Yoshiaki Kawajiri']]
Predicted Ans:    Hideyuki Kikuchi
Predicted Path:   Wicked City --[directed_by]--> Yoshiaki Kawajiri --[(INV) directed_by]--> Wicked City --[written_by]--> Hideyuki Kikuchi
Path (Raw):       Wicked City --[directed_by]--> Yoshiaki Kawajiri --[(INV) directed_by]--> Wicked City --[written_by]--> Hideyuki Kikuchi
Neg LogProb(↓):   0.011968
Path Entropy(↓):  0.070566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by frederick lau
Start Entity:     Frederick Lau
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Frederick Lau --[(INV) starred_actors]--> The Wave --[has_genre]--> Short
Path (Raw):       Frederick Lau --[No Operation]--> Frederick Lau --[(INV) starred_actors]--> The Wave --[has_genre]--> Short
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by davis guggenheim
Start Entity:     Davis Guggenheim
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Drama
Predicted Path:   Davis Guggenheim --[(INV) directed_by]--> Gracie --[has_genre]--> Drama
Path (Raw):       Davis Guggenheim --[No Operation]--> Davis Guggenheim --[(INV) directed_by]--> Gracie --[has_genre]--> Drama
Neg LogProb(↓):   0.003297
Path Entropy(↓):  0.024262
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the brink's job
Start Entity:     The Brink's Job
Gold Answer:      [['Allen Garfield', 'Warren Oates', 'Peter Boyle', 'Peter Falk']]
Predicted Ans:    Peter Falk
Predicted Path:   The Brink's Job --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Murder by Death --[starred_actors]--> Peter Falk
Path (Raw):       The Brink's Job --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Murder by Death --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.788087
Path Entropy(↓):  0.732286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the driver
Start Entity:     The Driver
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   The Driver --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[written_by]--> Walter Hill
Path (Raw):       The Driver --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[written_by]--> Walter Hill
Neg LogProb(↓):   0.002161
Path Entropy(↓):  0.017717
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the stepford wives
Start Entity:     The Stepford Wives
Gold Answer:      [['The Whisperers', 'Little Shop of Horrors', 'The Wrong Box', 'Bowfinger', 'The Naked Face', 'What About Bob?', 'Death at a Funeral', 'The Dark Crystal', 'Dirty Rotten Scoundrels', 'The Score', 'The Indian in the Cupboard', 'The L-Shaped Room', 'The Muppets Take Manhattan', 'Whistle Down the Wind', 'King Rat']]
Predicted Ans:    The Stepford Wives
Predicted Path:   The Stepford Wives --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives
Path (Raw):       The Stepford Wives --[No Operation]--> The Stepford Wives --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives
Neg LogProb(↓):   1.378829
Path Entropy(↓):  2.209938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor jeremy bulloch appeared in the same movie with who
Start Entity:     Jeremy Bulloch
Gold Answer:      [['Sinéad Cusack', 'Ruth Dunning', 'Peter Sellers']]
Predicted Ans:    Peter Sellers
Predicted Path:   Jeremy Bulloch --[(INV) starred_actors]--> Hoffman --[starred_actors]--> Peter Sellers
Path (Raw):       Jeremy Bulloch --[No Operation]--> Jeremy Bulloch --[(INV) starred_actors]--> Hoffman --[starred_actors]--> Peter Sellers
Neg LogProb(↓):   0.249372
Path Entropy(↓):  0.661299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the wild blue yonder
Start Entity:     The Wild Blue Yonder
Gold Answer:      [['Justin Steele', 'William Peter Blatty', 'Chris Gerolmo', 'Don Mancini', 'Tom Holland', 'John Lafia']]
Predicted Ans:    Tom Holland
Predicted Path:   The Wild Blue Yonder --[starred_actors]--> Brad Dourif --[(INV) starred_actors]--> Child's Play --[written_by]--> Tom Holland
Path (Raw):       The Wild Blue Yonder --[starred_actors]--> Brad Dourif --[(INV) starred_actors]--> Child's Play --[written_by]--> Tom Holland
Neg LogProb(↓):   0.573269
Path Entropy(↓):  1.047110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director shane abbess
Start Entity:     Shane Abbess
Gold Answer:      [['Samantha Noble', 'Andy Whitfield', 'Dwaine Stevenson']]
Predicted Ans:    Samantha Noble
Predicted Path:   Shane Abbess --[(INV) directed_by]--> Gabriel --[starred_actors]--> Samantha Noble
Path (Raw):       Shane Abbess --[No Operation]--> Shane Abbess --[(INV) directed_by]--> Gabriel --[starred_actors]--> Samantha Noble
Neg LogProb(↓):   0.091284
Path Entropy(↓):  0.317079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by sally robinson starred which actors
Start Entity:     Sally Robinson
Gold Answer:      [['Robert Preston', 'Matthew Broderick', 'Kristin Chenoweth', 'Shirley Jones']]
Predicted Ans:    Matthew Broderick
Predicted Path:   Sally Robinson --[(INV) written_by]--> The Music Man --[starred_actors]--> Matthew Broderick
Path (Raw):       Sally Robinson --[No Operation]--> Sally Robinson --[(INV) written_by]--> The Music Man --[starred_actors]--> Matthew Broderick
Neg LogProb(↓):   0.005111
Path Entropy(↓):  0.034683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films passionada are written by who
Start Entity:     Passionada
Gold Answer:      [['Vivienne Radkoff', 'Dan Ireland', 'Robert Bazell', 'Novalyne Price Ellis', 'Michael Scott Myers', 'Ruth Sacks', 'Elizabeth Taylor']]
Predicted Ans:    David Bakalar
Predicted Path:   Passionada --[directed_by]--> Dan Ireland --[(INV) directed_by]--> Passionada --[written_by]--> David Bakalar
Path (Raw):       Passionada --[directed_by]--> Dan Ireland --[(INV) directed_by]--> Passionada --[written_by]--> David Bakalar
Neg LogProb(↓):   0.505505
Path Entropy(↓):  0.867427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies written by liza johnson
Start Entity:     Liza Johnson
Gold Answer:      [['John Slattery', 'Michael Shannon', 'Linda Cardellini']]
Predicted Ans:    Michael Shannon
Predicted Path:   Liza Johnson --[(INV) written_by]--> Return --[starred_actors]--> Michael Shannon
Path (Raw):       Liza Johnson --[No Operation]--> Liza Johnson --[(INV) written_by]--> Return --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.000477
Path Entropy(↓):  0.004122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor gilbert gottfried co - starred with who
Start Entity:     Gilbert Gottfried
Gold Answer:      [['John Ritter', 'Rodney Dangerfield', 'Howie Mandel', 'Eugene Mirman', 'Jack Warden', 'Michael Oliver']]
Predicted Ans:    Rodney Dangerfield
Predicted Path:   Gilbert Gottfried --[(INV) starred_actors]--> When Jews Were Funny --[starred_actors]--> Rodney Dangerfield
Path (Raw):       Gilbert Gottfried --[No Operation]--> Gilbert Gottfried --[(INV) starred_actors]--> When Jews Were Funny --[starred_actors]--> Rodney Dangerfield
Neg LogProb(↓):   0.148454
Path Entropy(↓):  0.405935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of men in black ii
Start Entity:     Men in Black II
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Men in Black II --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Men in Black II --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.452664
Path Entropy(↓):  4.597224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the man of my life
Start Entity:     The Man of My Life
Gold Answer:      [['Olivier Assayas', 'Danièle Thompson', 'Patrice Chéreau', 'Pierre Trividic']]
Predicted Ans:    Olivier Assayas
Predicted Path:   The Man of My Life --[starred_actors]--> Charles Berling --[(INV) starred_actors]--> Demonlover --[written_by]--> Olivier Assayas
Path (Raw):       The Man of My Life --[starred_actors]--> Charles Berling --[(INV) starred_actors]--> Demonlover --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.014273
Path Entropy(↓):  0.082747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of auguste le breton
Start Entity:     Auguste Le Breton
Gold Answer:      [['Jules Dassin']]
Predicted Ans:    Jules Dassin
Predicted Path:   Auguste Le Breton --[(INV) written_by]--> Rififi --[written_by]--> Jules Dassin
Path (Raw):       Auguste Le Breton --[No Operation]--> Auguste Le Breton --[(INV) written_by]--> Rififi --[written_by]--> Jules Dassin
Neg LogProb(↓):   0.011451
Path Entropy(↓):  0.064800
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the miracle worker also wrote which movies
Start Entity:     The Miracle Worker
Gold Answer:      [['New Rose Hotel', 'The Cobweb', 'Johnny Mnemonic', 'Two for the Seesaw']]
Predicted Ans:    The Miracle Worker
Predicted Path:   The Miracle Worker --[written_by]--> William Gibson --[(INV) written_by]--> The Miracle Worker
Path (Raw):       The Miracle Worker --[written_by]--> William Gibson --[(INV) written_by]--> The Miracle Worker --[No Operation]--> The Miracle Worker
Neg LogProb(↓):   0.729410
Path Entropy(↓):  1.108981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movie end of the game
Start Entity:     End of the Game
Gold Answer:      [['Robert Shaw', 'Martin Ritt', 'Jacqueline Bisset', 'Jon Voight']]
Predicted Ans:    Jon Voight
Predicted Path:   End of the Game --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Lookin' to Get Out --[starred_actors]--> Jon Voight
Path (Raw):       End of the Game --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Lookin' to Get Out --[starred_actors]--> Jon Voight
Neg LogProb(↓):   0.326064
Path Entropy(↓):  0.986591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of despair
Start Entity:     Despair
Gold Answer:      [['Doctor at Large', 'Libel', 'Darling', "Our Mother's House", 'A Tale of Two Cities', 'The Servant', 'Doctor at Sea', 'The Night Porter', 'Blackmailed', 'Cast a Dark Shadow', 'Providence', 'Death in Venice', 'Victim']]
Predicted Ans:    Darling
Predicted Path:   Despair --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling
Path (Raw):       Despair --[starred_actors]--> Dirk Bogarde --[No Operation]--> Dirk Bogarde --[(INV) starred_actors]--> Darling
Neg LogProb(↓):   0.450930
Path Entropy(↓):  0.755726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of richard murphy written movies
Start Entity:     Richard Murphy
Gold Answer:      [['George Mendeluk', 'Lew Landers', 'Daniel Mann']]
Predicted Ans:    Daniel Mann
Predicted Path:   Richard Murphy --[(INV) written_by]--> The Last Angry Man --[directed_by]--> Daniel Mann
Path (Raw):       Richard Murphy --[No Operation]--> Richard Murphy --[(INV) written_by]--> The Last Angry Man --[directed_by]--> Daniel Mann
Neg LogProb(↓):   0.103646
Path Entropy(↓):  0.362081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of what women want
Start Entity:     What Women Want
Gold Answer:      [['Only You']]
Predicted Ans:    What Women Want
Predicted Path:   What Women Want --[written_by]--> Diane Drake --[(INV) written_by]--> What Women Want
Path (Raw):       What Women Want --[No Operation]--> What Women Want --[written_by]--> Diane Drake --[(INV) written_by]--> What Women Want
Neg LogProb(↓):   1.409239
Path Entropy(↓):  1.525499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did edwige fenech act in
Start Entity:     Edwige Fenech
Gold Answer:      [['Your Vice Is a Locked Room and Only I Have the Key']]
Predicted Ans:    Your Vice Is a Locked Room and Only I Have the Key
Predicted Path:   Edwige Fenech --[(INV) starred_actors]--> Your Vice Is a Locked Room and Only I Have the Key --[starred_actors]--> Edwige Fenech --[(INV) starred_actors]--> Your Vice Is a Locked Room and Only I Have the Key
Path (Raw):       Edwige Fenech --[(INV) starred_actors]--> Your Vice Is a Locked Room and Only I Have the Key --[starred_actors]--> Edwige Fenech --[(INV) starred_actors]--> Your Vice Is a Locked Room and Only I Have the Key
Neg LogProb(↓):   0.658516
Path Entropy(↓):  0.802751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of ghost dad
Start Entity:     Ghost Dad
Gold Answer:      [['Gilda Radner', 'Richard Pryor', 'Sidney Poitier', 'Gene Wilder', 'Bill Cosby', 'Calvin Lockhart', 'Harry Belafonte', 'James Earl Jones']]
Predicted Ans:    Sidney Poitier
Predicted Path:   Ghost Dad --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[starred_actors]--> Sidney Poitier
Path (Raw):       Ghost Dad --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[starred_actors]--> Sidney Poitier
Neg LogProb(↓):   0.017081
Path Entropy(↓):  0.102410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of mystery train
Start Entity:     Mystery Train
Gold Answer:      [['Jim Jarmusch']]
Predicted Ans:    Jim Jarmusch
Predicted Path:   Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch
Path (Raw):       Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch
Neg LogProb(↓):   0.453515
Path Entropy(↓):  1.072967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in light sleeper
Start Entity:     Light Sleeper
Gold Answer:      [['Dana Delany', 'Willem Dafoe', 'Susan Sarandon']]
Predicted Ans:    Laila Robins
Predicted Path:   Light Sleeper --[starred_actors]--> Dana Delany --[(INV) starred_actors]--> Live Nude Girls --[starred_actors]--> Laila Robins
Path (Raw):       Light Sleeper --[starred_actors]--> Dana Delany --[(INV) starred_actors]--> Live Nude Girls --[starred_actors]--> Laila Robins
Neg LogProb(↓):   0.806713
Path Entropy(↓):  1.061446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director of michael collins
Start Entity:     Michael Collins
Gold Answer:      [['Neil Jordan']]
Predicted Ans:    Neil Jordan
Predicted Path:   Michael Collins --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Michael Collins --[directed_by]--> Neil Jordan
Path (Raw):       Michael Collins --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Michael Collins --[directed_by]--> Neil Jordan
Neg LogProb(↓):   0.542976
Path Entropy(↓):  1.005241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by doris davenport release
Start Entity:     Doris Davenport
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Doris Davenport --[(INV) starred_actors]--> The Westerner --[release_year]--> 1940
Path (Raw):       Doris Davenport --[No Operation]--> Doris Davenport --[(INV) starred_actors]--> The Westerner --[release_year]--> 1940
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the people vs. larry flynt
Start Entity:     The People vs. Larry Flynt
Gold Answer:      [['2000', '1994', '1997']]
Predicted Ans:    1997
Predicted Path:   The People vs. Larry Flynt --[written_by]--> Scott Alexander --[(INV) written_by]--> That Darn Cat --[release_year]--> 1997
Path (Raw):       The People vs. Larry Flynt --[written_by]--> Scott Alexander --[(INV) written_by]--> That Darn Cat --[release_year]--> 1997
Neg LogProb(↓):   0.441214
Path Entropy(↓):  0.867047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the christmas wish fall under
Start Entity:     The Christmas Wish
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Animation', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Christmas Wish --[starred_actors]--> Neil Patrick Harris --[(INV) starred_actors]--> Clara's Heart --[has_genre]--> Drama
Path (Raw):       The Christmas Wish --[starred_actors]--> Neil Patrick Harris --[(INV) starred_actors]--> Clara's Heart --[has_genre]--> Drama
Neg LogProb(↓):   0.347936
Path Entropy(↓):  0.615318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by lawrence guterman starred which actors
Start Entity:     Lawrence Guterman
Gold Answer:      [['Alan Cumming', 'Jamie Kennedy']]
Predicted Ans:    Jamie Kennedy
Predicted Path:   Lawrence Guterman --[(INV) directed_by]--> Son of the Mask --[starred_actors]--> Jamie Kennedy
Path (Raw):       Lawrence Guterman --[No Operation]--> Lawrence Guterman --[(INV) directed_by]--> Son of the Mask --[starred_actors]--> Jamie Kennedy
Neg LogProb(↓):   0.000188
Path Entropy(↓):  0.001802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie boots and saddles
Start Entity:     Boots and Saddles
Gold Answer:      [['Jack Natteford']]
Predicted Ans:    Jack Natteford
Predicted Path:   Boots and Saddles --[written_by]--> Jack Natteford --[(INV) written_by]--> Boots and Saddles --[written_by]--> Jack Natteford
Path (Raw):       Boots and Saddles --[written_by]--> Jack Natteford --[(INV) written_by]--> Boots and Saddles --[written_by]--> Jack Natteford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter helen hunt co - wrote movies with who
Start Entity:     Helen Hunt
Gold Answer:      [['Victor Levin', 'Alice Arlen', 'Elinor Lipman']]
Predicted Ans:    Helen Hunt
Predicted Path:   Helen Hunt --[(INV) written_by]--> Then She Found Me --[written_by]--> Helen Hunt
Path (Raw):       Helen Hunt --[No Operation]--> Helen Hunt --[(INV) written_by]--> Then She Found Me --[written_by]--> Helen Hunt
Neg LogProb(↓):   0.012644
Path Entropy(↓):  0.078556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of salon kitty also directed which movies
Start Entity:     Salon Kitty
Gold Answer:      [['The Key', 'Caligula']]
Predicted Ans:    The Key
Predicted Path:   Salon Kitty --[directed_by]--> Tinto Brass --[(INV) directed_by]--> The Key
Path (Raw):       Salon Kitty --[directed_by]--> Tinto Brass --[(INV) directed_by]--> The Key --[No Operation]--> The Key
Neg LogProb(↓):   0.124293
Path Entropy(↓):  0.389544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by peter laird
Start Entity:     Peter Laird
Gold Answer:      [['Animation', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Peter Laird --[(INV) written_by]--> TMNT --[has_genre]--> Action
Path (Raw):       Peter Laird --[No Operation]--> Peter Laird --[(INV) written_by]--> TMNT --[has_genre]--> Action
Neg LogProb(↓):   1.519170
Path Entropy(↓):  1.238770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of man of the west
Start Entity:     Man of the West
Gold Answer:      [['Richard Dreyfuss']]
Predicted Ans:    Richard Dreyfuss
Predicted Path:   Man of the West --[written_by]--> Reginald Rose --[(INV) written_by]--> Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss
Path (Raw):       Man of the West --[written_by]--> Reginald Rose --[(INV) written_by]--> Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss
Neg LogProb(↓):   0.000099
Path Entropy(↓):  0.001025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by eric valette
Start Entity:     Eric Valette
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Eric Valette --[(INV) directed_by]--> One Missed Call --[has_genre]--> Horror
Path (Raw):       Eric Valette --[No Operation]--> Eric Valette --[(INV) directed_by]--> One Missed Call --[has_genre]--> Horror
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by cliff gorman fall under
Start Entity:     Cliff Gorman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cliff Gorman --[(INV) starred_actors]--> The Boys in the Band --[has_genre]--> Drama
Path (Raw):       Cliff Gorman --[No Operation]--> Cliff Gorman --[(INV) starred_actors]--> The Boys in the Band --[has_genre]--> Drama
Neg LogProb(↓):   0.004544
Path Entropy(↓):  0.028987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of tina majorino acted films
Start Entity:     Tina Majorino
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Tina Majorino --[(INV) starred_actors]--> When a Man Loves a Woman --[release_year]--> 1994
Path (Raw):       Tina Majorino --[No Operation]--> Tina Majorino --[(INV) starred_actors]--> When a Man Loves a Woman --[release_year]--> 1994
Neg LogProb(↓):   0.027491
Path Entropy(↓):  0.143270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film wild card were in which genres
Start Entity:     Wild Card
Gold Answer:      [['Mystery', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Wild Card --[directed_by]--> Simon West --[(INV) directed_by]--> The Expendables 2 --[has_genre]--> Action
Path (Raw):       Wild Card --[directed_by]--> Simon West --[(INV) directed_by]--> The Expendables 2 --[has_genre]--> Action
Neg LogProb(↓):   0.482329
Path Entropy(↓):  1.118478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the exotica director
Start Entity:     Exotica
Gold Answer:      [['Drama', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Exotica --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> The Adjuster --[has_genre]--> Drama
Path (Raw):       Exotica --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> The Adjuster --[has_genre]--> Drama
Neg LogProb(↓):   0.856669
Path Entropy(↓):  1.297549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by roxane mesquida released
Start Entity:     Roxane Mesquida
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Roxane Mesquida --[(INV) starred_actors]--> Fat Girl --[release_year]--> 2001
Path (Raw):       Roxane Mesquida --[No Operation]--> Roxane Mesquida --[(INV) starred_actors]--> Fat Girl --[release_year]--> 2001
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of the lucky ones starred who
Start Entity:     The Lucky Ones
Gold Answer:      [['Chris Evans', 'Donald Sutherland', 'Edward Norton', 'Diane Lane', 'Jessica Biel', 'Anton Yelchin', 'Paul Giamatti']]
Predicted Ans:    Donald Sutherland
Predicted Path:   The Lucky Ones --[written_by]--> Dirk Wittenborn --[(INV) written_by]--> Fierce People --[starred_actors]--> Donald Sutherland
Path (Raw):       The Lucky Ones --[written_by]--> Dirk Wittenborn --[(INV) written_by]--> Fierce People --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.691120
Path Entropy(↓):  0.721466
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with bengazi fall under
Start Entity:     Bengazi
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Bengazi --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> The Affairs of Martha --[has_genre]--> Comedy
Path (Raw):       Bengazi --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> The Affairs of Martha --[has_genre]--> Comedy
Neg LogProb(↓):   0.745708
Path Entropy(↓):  0.981352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in k - 9 also appears in which films
Start Entity:     K-9
Gold Answer:      [['Gang Related', 'Race the Sun', "Hangman's Curse", 'K-911', 'Child of Rage', 'Taking Care of Business', 'Mr. Destiny', 'Real Men', 'Traces of Red', 'The Principal', "Cameron's Closet", 'Red Heat', 'Suture', 'Salvador']]
Predicted Ans:    Red Heat
Predicted Path:   K-9 --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat
Path (Raw):       K-9 --[starred_actors]--> James Belushi --[No Operation]--> James Belushi --[(INV) starred_actors]--> Red Heat
Neg LogProb(↓):   0.337099
Path Entropy(↓):  0.914133
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of mutual appreciation also directed which movies
Start Entity:     Mutual Appreciation
Gold Answer:      [['Beeswax', 'Computer Chess']]
Predicted Ans:    Beeswax
Predicted Path:   Mutual Appreciation --[directed_by]--> Andrew Bujalski --[(INV) directed_by]--> Beeswax
Path (Raw):       Mutual Appreciation --[directed_by]--> Andrew Bujalski --[(INV) directed_by]--> Beeswax --[No Operation]--> Beeswax
Neg LogProb(↓):   0.393981
Path Entropy(↓):  0.827041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of sommersby also wrote movies
Start Entity:     Sommersby
Gold Answer:      [['The Return of Martin Guerre']]
Predicted Ans:    Sommersby
Predicted Path:   Sommersby --[written_by]--> Daniel Vigne --[(INV) written_by]--> Sommersby
Path (Raw):       Sommersby --[written_by]--> Daniel Vigne --[(INV) written_by]--> Sommersby --[No Operation]--> Sommersby
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in date night
Start Entity:     Date Night
Gold Answer:      [['Tina Fey', 'Steve Carell']]
Predicted Ans:    Tina Fey
Predicted Path:   Date Night --[starred_actors]--> Tina Fey --[(INV) starred_actors]--> Muppets Most Wanted --[starred_actors]--> Tina Fey
Path (Raw):       Date Night --[starred_actors]--> Tina Fey --[(INV) starred_actors]--> Muppets Most Wanted --[starred_actors]--> Tina Fey
Neg LogProb(↓):   0.020775
Path Entropy(↓):  0.119453
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of cops is also the director of which films
Start Entity:     Cops
Gold Answer:      [['The Scarecrow', 'Neighbors', 'The Rag Man', 'The Goat', 'My Little Chickadee', 'The Haunted House', 'The Electric House', 'Go West', 'The Bank Dick', 'The Frozen North', 'The Love Nest', 'The Widow from Chicago', 'The Blacksmith', 'Spite Marriage', 'The Balloonatic', 'The Cameraman', 'College', 'The General', 'Convict 13', 'Our Hospitality', "My Wife's Relations", 'Battling Butler', 'The Paleface', 'Seven Chances', 'Million Dollar Legs']]
Predicted Ans:    Neighbors
Predicted Path:   Cops --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors
Path (Raw):       Cops --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors --[No Operation]--> Neighbors
Neg LogProb(↓):   1.651762
Path Entropy(↓):  2.438024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of nicholas tse starred movies
Start Entity:     Nicholas Tse
Gold Answer:      [['2005', '2007']]
Predicted Ans:    2007
Predicted Path:   Nicholas Tse --[(INV) starred_actors]--> Invisible Target --[release_year]--> 2007
Path (Raw):       Nicholas Tse --[No Operation]--> Nicholas Tse --[(INV) starred_actors]--> Invisible Target --[release_year]--> 2007
Neg LogProb(↓):   0.031854
Path Entropy(↓):  0.139410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by jack buetel
Start Entity:     Jack Buetel
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Jack Buetel --[(INV) starred_actors]--> The Outlaw --[release_year]--> 1943
Path (Raw):       Jack Buetel --[No Operation]--> Jack Buetel --[(INV) starred_actors]--> The Outlaw --[release_year]--> 1943
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of falling down
Start Entity:     Falling Down
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Falling Down --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> D.C. Cab --[has_genre]--> Comedy
Path (Raw):       Falling Down --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> D.C. Cab --[has_genre]--> Comedy
Neg LogProb(↓):   1.264805
Path Entropy(↓):  1.915179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of just buried
Start Entity:     Just Buried
Gold Answer:      [['Chaz Thorne']]
Predicted Ans:    Chaz Thorne
Predicted Path:   Just Buried --[directed_by]--> Chaz Thorne --[(INV) directed_by]--> Just Buried --[directed_by]--> Chaz Thorne
Path (Raw):       Just Buried --[directed_by]--> Chaz Thorne --[(INV) directed_by]--> Just Buried --[directed_by]--> Chaz Thorne
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film district 9
Start Entity:     District 9
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   District 9 --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       District 9 --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.718499
Path Entropy(↓):  3.486945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the adventures of robin hood
Start Entity:     The Adventures of Robin Hood
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   The Adventures of Robin Hood --[written_by]--> Seton I. Miller --[(INV) written_by]--> Here Comes Mr. Jordan --[has_genre]--> Comedy
Path (Raw):       The Adventures of Robin Hood --[written_by]--> Seton I. Miller --[(INV) written_by]--> Here Comes Mr. Jordan --[has_genre]--> Comedy
Neg LogProb(↓):   0.022731
Path Entropy(↓):  0.134095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film archangel released
Start Entity:     Archangel
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Archangel --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Archangel --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   3.172320
Path Entropy(↓):  4.553294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does william hickey act in
Start Entity:     William Hickey
Gold Answer:      [['The Nightmare Before Christmas']]
Predicted Ans:    The Nightmare Before Christmas
Predicted Path:   William Hickey --[(INV) starred_actors]--> The Nightmare Before Christmas --[starred_actors]--> Danny Elfman --[(INV) starred_actors]--> The Nightmare Before Christmas
Path (Raw):       William Hickey --[(INV) starred_actors]--> The Nightmare Before Christmas --[starred_actors]--> Danny Elfman --[(INV) starred_actors]--> The Nightmare Before Christmas
Neg LogProb(↓):   0.382152
Path Entropy(↓):  0.693348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by tim hunter were written by who
Start Entity:     Tim Hunter
Gold Answer:      [['Neal Jimenez', 'Charles S. Haas']]
Predicted Ans:    Tim Hunter
Predicted Path:   Tim Hunter --[(INV) directed_by]--> Tex --[written_by]--> Tim Hunter
Path (Raw):       Tim Hunter --[No Operation]--> Tim Hunter --[(INV) directed_by]--> Tex --[written_by]--> Tim Hunter
Neg LogProb(↓):   0.670047
Path Entropy(↓):  0.788246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with the white balloon fall under
Start Entity:     The White Balloon
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The White Balloon --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[has_genre]--> Documentary
Path (Raw):       The White Balloon --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> This Is Not a Film --[has_genre]--> Documentary
Neg LogProb(↓):   0.186917
Path Entropy(↓):  0.622311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter marc norman wrote films together with who
Start Entity:     Marc Norman
Gold Answer:      [['Stirling Silliphant', 'Ernest K. Gann', 'John Logan', 'Robert Syd Hopkins', 'Tom Stoppard']]
Predicted Ans:    Marc Norman
Predicted Path:   Marc Norman --[(INV) written_by]--> The Killer Elite --[written_by]--> Marc Norman
Path (Raw):       Marc Norman --[No Operation]--> Marc Norman --[(INV) written_by]--> The Killer Elite --[written_by]--> Marc Norman
Neg LogProb(↓):   0.524366
Path Entropy(↓):  0.871735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of adam mazer written movies
Start Entity:     Adam Mazer
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Adam Mazer --[(INV) written_by]--> Breach --[release_year]--> 2007
Path (Raw):       Adam Mazer --[No Operation]--> Adam Mazer --[(INV) written_by]--> Breach --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film our mother's house
Start Entity:     Our Mother's House
Gold Answer:      [['Julian Gloag', 'Jeremy Brooks']]
Predicted Ans:    Jeremy Brooks
Predicted Path:   Our Mother's House --[written_by]--> Jeremy Brooks --[(INV) written_by]--> Our Mother's House --[written_by]--> Jeremy Brooks
Path (Raw):       Our Mother's House --[written_by]--> Jeremy Brooks --[(INV) written_by]--> Our Mother's House --[written_by]--> Jeremy Brooks
Neg LogProb(↓):   0.004543
Path Entropy(↓):  0.031982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in moon 44
Start Entity:     Moon 44
Gold Answer:      [['Lisa Eichhorn', 'Michael Paré', 'Brian Thompson']]
Predicted Ans:    Brian Thompson
Predicted Path:   Moon 44 --[starred_actors]--> Lisa Eichhorn --[(INV) starred_actors]--> Moon 44 --[starred_actors]--> Brian Thompson
Path (Raw):       Moon 44 --[starred_actors]--> Lisa Eichhorn --[(INV) starred_actors]--> Moon 44 --[starred_actors]--> Brian Thompson
Neg LogProb(↓):   0.882304
Path Entropy(↓):  1.394471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by moment by moment actors release
Start Entity:     Moment by Moment
Gold Answer:      [['1980', '2008', '2003', '1993', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '1981', '2011', '2013', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1999']]
Predicted Ans:    1990
Predicted Path:   Moment by Moment --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking Too --[release_year]--> 1990
Path (Raw):       Moment by Moment --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking Too --[release_year]--> 1990
Neg LogProb(↓):   1.320573
Path Entropy(↓):  2.337999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of black swan also starred in which films
Start Entity:     Black Swan
Gold Answer:      [['Blood Ties', 'Birthday Girl', 'Beauty and the Beast', 'Derailed', "Goya's Ghosts", 'Our Day Will Come', 'V for Vendetta', 'The Apartment', 'Adrift', 'Dobermann', 'Moving McAllister', 'Sheitan', 'Free Zone', 'Extract', 'The Book of Eli', 'The Other Woman', 'Lascars', "Mr. Magorium's Wonder Emporium", 'Hotel Chevalier', 'Ted', 'Trance', 'Where the Heart Is', 'Boot Camp', 'Thor', 'Your Highness', 'The Angriest Man in Brooklyn', 'Read My Lips', 'The Monk', 'A Dangerous Method', 'Forgetting Sarah Marshall', 'Jupiter Ascending', 'Third Person', 'Max Payne', 'Oz the Great and Powerful', 'New York, I Love You', 'Brotherhood of the Wolf', 'Friends with Benefits', 'No Strings Attached', 'Closer', 'Brothers']]
Predicted Ans:    Adrift
Predicted Path:   Black Swan --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift
Path (Raw):       Black Swan --[starred_actors]--> Vincent Cassel --[No Operation]--> Vincent Cassel --[(INV) starred_actors]--> Adrift
Neg LogProb(↓):   0.422382
Path Entropy(↓):  1.142107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie human capital
Start Entity:     Human Capital
Gold Answer:      [['Paolo Virzì']]
Predicted Ans:    Paolo Virzì
Predicted Path:   Human Capital --[directed_by]--> Paolo Virzì --[(INV) directed_by]--> Human Capital --[directed_by]--> Paolo Virzì
Path (Raw):       Human Capital --[directed_by]--> Paolo Virzì --[(INV) directed_by]--> Human Capital --[directed_by]--> Paolo Virzì
Neg LogProb(↓):   0.005962
Path Entropy(↓):  0.036393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by the green man writers release
Start Entity:     The Green Man
Gold Answer:      [['1946', '1950', '1940', '1938', '1979']]
Predicted Ans:    1946
Predicted Path:   The Green Man --[written_by]--> Frank Launder --[(INV) written_by]--> I See a Dark Stranger --[release_year]--> 1946
Path (Raw):       The Green Man --[written_by]--> Frank Launder --[(INV) written_by]--> I See a Dark Stranger --[release_year]--> 1946
Neg LogProb(↓):   0.171434
Path Entropy(↓):  0.628526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of poor little rich girl
Start Entity:     Poor Little Rich Girl
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Poor Little Rich Girl --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Curly Top --[has_genre]--> Musical
Path (Raw):       Poor Little Rich Girl --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Curly Top --[has_genre]--> Musical
Neg LogProb(↓):   0.193980
Path Entropy(↓):  0.616245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by phil traill
Start Entity:     Phil Traill
Gold Answer:      [['Bill Bailey', 'Sandra Bullock', 'Felicity Jones', 'Bradley Cooper', 'Thomas Haden Church']]
Predicted Ans:    Felicity Jones
Predicted Path:   Phil Traill --[(INV) directed_by]--> Chalet Girl --[starred_actors]--> Felicity Jones
Path (Raw):       Phil Traill --[No Operation]--> Phil Traill --[(INV) directed_by]--> Chalet Girl --[starred_actors]--> Felicity Jones
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with rebecca miller
Start Entity:     Rebecca Miller
Gold Answer:      [['Kevin Spacey', 'Mary Elizabeth Mastrantonio', 'Kevin Kline']]
Predicted Ans:    Kevin Kline
Predicted Path:   Rebecca Miller --[(INV) starred_actors]--> Consenting Adults --[starred_actors]--> Kevin Kline
Path (Raw):       Rebecca Miller --[No Operation]--> Rebecca Miller --[(INV) starred_actors]--> Consenting Adults --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.242018
Path Entropy(↓):  0.520459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by robert duvall fall under
Start Entity:     Robert Duvall
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Robert Duvall --[(INV) written_by]--> Assassination Tango --[has_genre]--> Crime
Path (Raw):       Robert Duvall --[No Operation]--> Robert Duvall --[(INV) written_by]--> Assassination Tango --[has_genre]--> Crime
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by endless love actors
Start Entity:     Endless Love
Gold Answer:      [['Robert Souza', 'John Fusco', 'Miles Millar', 'Alfred Gough', 'Henry Kuttner', 'Ron Shelton', 'Susan Isaacs', 'Stephen Prentice', 'Douglas Day Stewart', 'David DiGilio', 'Lina Wertmüller', 'Jeff Buhler', 'Guy Ritchie', 'Henry De Vere Stacpoole', 'Daniel Barnz', 'Clive Cussler', 'David Seltzer', 'Clive Barker', 'Ben Elton', 'Alex Flinn', 'Louis Malle', 'Bert I. Gordon', 'Marti Noxon', 'James Frey', 'Jobie Hughes', 'Darren Aronofsky', 'Wendy Kesselman', 'Polly Platt', 'David Twohy', 'Lucas Sussman', 'Dale Messick', 'Jim Cliffe', 'Melodie Krieger']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Endless Love --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away --[written_by]--> Lina Wertmüller
Path (Raw):       Endless Love --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away --[written_by]--> Lina Wertmüller
Neg LogProb(↓):   0.637740
Path Entropy(↓):  1.032251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by c. o. g. actors
Start Entity:     C.O.G.
Gold Answer:      [['Larry Kramer', 'Hans Christian Andersen', 'Jennifer Lee', 'Chris Buck', 'Shanker Raman', 'Adam Green']]
Predicted Ans:    Shanker Raman
Predicted Path:   C.O.G. --[starred_actors]--> Jonathan Groff --[(INV) starred_actors]--> Frozen --[written_by]--> Shanker Raman
Path (Raw):       C.O.G. --[starred_actors]--> Jonathan Groff --[(INV) starred_actors]--> Frozen --[written_by]--> Shanker Raman
Neg LogProb(↓):   0.342436
Path Entropy(↓):  0.817092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the girl with the dragon tattoo
Start Entity:     The Girl with the Dragon Tattoo
Gold Answer:      [['Ridley Scott', 'Marshall Herskovitz', 'Daniel Alfredson', 'Robert Rossen', 'Steven Zaillian', 'Martin Scorsese', 'Bennett Miller', 'Steven Spielberg']]
Predicted Ans:    Steven Zaillian
Predicted Path:   The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Path (Raw):       The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian --[(INV) written_by]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Neg LogProb(↓):   0.165421
Path Entropy(↓):  0.548410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by duncan tucker in
Start Entity:     Duncan Tucker
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Duncan Tucker --[(INV) directed_by]--> Transamerica --[has_genre]--> Comedy
Path (Raw):       Duncan Tucker --[No Operation]--> Duncan Tucker --[(INV) directed_by]--> Transamerica --[has_genre]--> Comedy
Neg LogProb(↓):   0.399975
Path Entropy(↓):  0.633940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote nim's island
Start Entity:     Nim's Island
Gold Answer:      [['Mark Levin']]
Predicted Ans:    Jennifer Flackett
Predicted Path:   Nim's Island --[written_by]--> Jennifer Flackett --[(INV) written_by]--> Nim's Island --[directed_by]--> Jennifer Flackett
Path (Raw):       Nim's Island --[written_by]--> Jennifer Flackett --[(INV) written_by]--> Nim's Island --[directed_by]--> Jennifer Flackett
Neg LogProb(↓):   0.329457
Path Entropy(↓):  0.936666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by don calfa
Start Entity:     Don Calfa
Gold Answer:      [["Dan O'Bannon"]]
Predicted Ans:    Dan O'Bannon
Predicted Path:   Don Calfa --[(INV) starred_actors]--> The Return of the Living Dead --[directed_by]--> Dan O'Bannon
Path (Raw):       Don Calfa --[No Operation]--> Don Calfa --[(INV) starred_actors]--> The Return of the Living Dead --[directed_by]--> Dan O'Bannon
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of ronald millar written movies
Start Entity:     Ronald Millar
Gold Answer:      [['1954', '1988', '1952']]
Predicted Ans:    1952
Predicted Path:   Ronald Millar --[(INV) written_by]--> Scaramouche --[release_year]--> 1952
Path (Raw):       Ronald Millar --[No Operation]--> Ronald Millar --[(INV) written_by]--> Scaramouche --[release_year]--> 1952
Neg LogProb(↓):   0.085085
Path Entropy(↓):  0.301395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by jerry lewis
Start Entity:     Jerry Lewis
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jerry Lewis --[(INV) directed_by]--> The Errand Boy --[has_genre]--> Comedy
Path (Raw):       Jerry Lewis --[No Operation]--> Jerry Lewis --[(INV) directed_by]--> The Errand Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.302998
Path Entropy(↓):  0.575562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by john paizs
Start Entity:     John Paizs
Gold Answer:      [['1954', '1985']]
Predicted Ans:    1985
Predicted Path:   John Paizs --[(INV) written_by]--> Crime Wave --[release_year]--> 1985
Path (Raw):       John Paizs --[No Operation]--> John Paizs --[(INV) written_by]--> Crime Wave --[release_year]--> 1985
Neg LogProb(↓):   0.351519
Path Entropy(↓):  0.607770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by stacy edwards release
Start Entity:     Stacy Edwards
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Stacy Edwards --[(INV) starred_actors]--> In the Company of Men --[release_year]--> 1997
Path (Raw):       Stacy Edwards --[No Operation]--> Stacy Edwards --[(INV) starred_actors]--> In the Company of Men --[release_year]--> 1997
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by howard barker
Start Entity:     Howard Barker
Gold Answer:      [['Christopher Plummer', 'Peter Firth', 'Malcolm McDowell', 'Simon Ward']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Howard Barker --[(INV) written_by]--> Aces High --[starred_actors]--> Christopher Plummer
Path (Raw):       Howard Barker --[No Operation]--> Howard Barker --[(INV) written_by]--> Aces High --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.324317
Path Entropy(↓):  0.590152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by simon oakland released
Start Entity:     Simon Oakland
Gold Answer:      [['1971', '1958', '2007']]
Predicted Ans:    1971
Predicted Path:   Simon Oakland --[(INV) starred_actors]--> The Hunting Party --[release_year]--> 1971
Path (Raw):       Simon Oakland --[No Operation]--> Simon Oakland --[(INV) starred_actors]--> The Hunting Party --[release_year]--> 1971
Neg LogProb(↓):   0.605952
Path Entropy(↓):  1.069038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with in between days fall under
Start Entity:     In Between Days
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   In Between Days --[directed_by]--> So Yong Kim --[(INV) directed_by]--> For Ellen --[has_genre]--> Drama
Path (Raw):       In Between Days --[directed_by]--> So Yong Kim --[(INV) directed_by]--> For Ellen --[has_genre]--> Drama
Neg LogProb(↓):   0.000188
Path Entropy(↓):  0.001871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in went to coney island on a mission from god... be back by five
Start Entity:     Went to Coney Island on a Mission from God... Be Back by Five
Gold Answer:      [['1984', '1987']]
Predicted Ans:    1987
Predicted Path:   Went to Coney Island on a Mission from God... Be Back by Five --[starred_actors]--> Jon Cryer --[(INV) starred_actors]--> Morgan Stewart's Coming Home --[release_year]--> 1987
Path (Raw):       Went to Coney Island on a Mission from God... Be Back by Five --[starred_actors]--> Jon Cryer --[(INV) starred_actors]--> Morgan Stewart's Coming Home --[release_year]--> 1987
Neg LogProb(↓):   0.065909
Path Entropy(↓):  0.269170
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the 1 director release
Start Entity:     1
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   1 --[directed_by]--> Paul Crowder --[(INV) directed_by]--> The Last Play at Shea --[release_year]--> 2010
Path (Raw):       1 --[directed_by]--> Paul Crowder --[(INV) directed_by]--> The Last Play at Shea --[release_year]--> 2010
Neg LogProb(↓):   0.024958
Path Entropy(↓):  0.115625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film champion were in which genres
Start Entity:     Champion
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Champion --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Path (Raw):       Champion --[directed_by]--> Mark Robson --[(INV) directed_by]--> The Inn of the Sixth Happiness --[has_genre]--> War
Neg LogProb(↓):   1.029891
Path Entropy(↓):  1.700686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the holcroft covenant, when was it released
Start Entity:     The Holcroft Covenant
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   The Holcroft Covenant --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       The Holcroft Covenant --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.464597
Path Entropy(↓):  3.979107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the old lady and the pigeons were released in which years
Start Entity:     The Old Lady and the Pigeons
Gold Answer:      [['2006', '2003', '2013', '2010']]
Predicted Ans:    2010
Predicted Path:   The Old Lady and the Pigeons --[directed_by]--> Sylvain Chomet --[(INV) directed_by]--> The Illusionist --[release_year]--> 2010
Path (Raw):       The Old Lady and the Pigeons --[directed_by]--> Sylvain Chomet --[(INV) directed_by]--> The Illusionist --[release_year]--> 2010
Neg LogProb(↓):   0.608211
Path Entropy(↓):  1.371873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by uday chopra
Start Entity:     Uday Chopra
Gold Answer:      [['Sanjay Gadhvi', 'Jugal Hansraj']]
Predicted Ans:    Sanjay Gadhvi
Predicted Path:   Uday Chopra --[(INV) starred_actors]--> Dhoom --[directed_by]--> Sanjay Gadhvi
Path (Raw):       Uday Chopra --[No Operation]--> Uday Chopra --[(INV) starred_actors]--> Dhoom --[directed_by]--> Sanjay Gadhvi
Neg LogProb(↓):   0.001793
Path Entropy(↓):  0.013122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe raising helen
Start Entity:     Raising Helen
Gold Answer:      [['hayden panettiere', 'abigail breslin', 'garry marshall', 'john corbett', 'helen mirren', 'kate hudson', 'joan cusack']]
Predicted Ans:    abigail breslin
Predicted Path:   Raising Helen --[has_tags]--> abigail breslin --[(INV) has_tags]--> Raising Helen --[has_tags]--> abigail breslin
Path (Raw):       Raising Helen --[has_tags]--> abigail breslin --[(INV) has_tags]--> Raising Helen --[has_tags]--> abigail breslin
Neg LogProb(↓):   0.308767
Path Entropy(↓):  0.843209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of spy game
Start Entity:     Spy Game
Gold Answer:      [['1983', '1995', '1998', '1990', '1987', '2005', '1993', '1991', '1996', '2004', '2010', '1981', '1986']]
Predicted Ans:    1990
Predicted Path:   Spy Game --[directed_by]--> Tony Scott --[(INV) directed_by]--> Days of Thunder --[release_year]--> 1990
Path (Raw):       Spy Game --[directed_by]--> Tony Scott --[(INV) directed_by]--> Days of Thunder --[release_year]--> 1990
Neg LogProb(↓):   1.393451
Path Entropy(↓):  2.231602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by seika mayama were in which languages
Start Entity:     Seika Mayama
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Seika Mayama --[(INV) written_by]--> The 47 Ronin --[in_language]--> Japanese
Path (Raw):       Seika Mayama --[No Operation]--> Seika Mayama --[(INV) written_by]--> The 47 Ronin --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by david veloz
Start Entity:     David Veloz
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   David Veloz --[(INV) directed_by]--> Permanent Midnight --[has_genre]--> Drama
Path (Raw):       David Veloz --[No Operation]--> David Veloz --[(INV) directed_by]--> Permanent Midnight --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie godzilla vs. destoroyah
Start Entity:     Godzilla vs. Destoroyah
Gold Answer:      [['Takao Okawara']]
Predicted Ans:    Takao Okawara
Predicted Path:   Godzilla vs. Destoroyah --[starred_actors]--> Megumi Odaka --[(INV) starred_actors]--> Godzilla vs. Mechagodzilla II --[directed_by]--> Takao Okawara
Path (Raw):       Godzilla vs. Destoroyah --[starred_actors]--> Megumi Odaka --[(INV) starred_actors]--> Godzilla vs. Mechagodzilla II --[directed_by]--> Takao Okawara
Neg LogProb(↓):   0.169170
Path Entropy(↓):  0.476134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in zig zag
Start Entity:     Zig Zag
Gold Answer:      [['Frank Pierson', 'Frederick Nolan', 'Donn Pearce', 'Michael Cimino', 'Larry Kramer', 'Joseph Heller', 'Mario Puzo', 'Jeff Lieberman', 'David Markson', 'James Hilton', 'George Fox', 'Davis Grubb', 'Robert Riskin']]
Predicted Ans:    Larry Kramer
Predicted Path:   Zig Zag --[starred_actors]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon --[written_by]--> Larry Kramer
Path (Raw):       Zig Zag --[starred_actors]--> George Kennedy --[(INV) starred_actors]--> Lost Horizon --[written_by]--> Larry Kramer
Neg LogProb(↓):   0.291785
Path Entropy(↓):  0.656346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film thin ice
Start Entity:     Thin Ice
Gold Answer:      [['1946', '1954', '2008', '2003', '1936', '2006', '1941', '1984', '2007', '1939', '1957', '2010', '1947', '2014', '1956', '1943', '1995', '2001', '1940', '1942', '1938', '1996', '2002', '2012', '1955', '2011', '2013', '2000', '1949', '1997', '1950', '2005', '1937']]
Predicted Ans:    1995
Predicted Path:   Thin Ice --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Path (Raw):       Thin Ice --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Neg LogProb(↓):   1.086550
Path Entropy(↓):  2.450779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by yevgeni onopriyenko
Start Entity:     Yevgeni Onopriyenko
Gold Answer:      [['Leonid Bykov']]
Predicted Ans:    Leonid Bykov
Predicted Path:   Yevgeni Onopriyenko --[(INV) written_by]--> Only Old Men Are Going to Battle --[starred_actors]--> Leonid Bykov
Path (Raw):       Yevgeni Onopriyenko --[No Operation]--> Yevgeni Onopriyenko --[(INV) written_by]--> Only Old Men Are Going to Battle --[starred_actors]--> Leonid Bykov
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film fever pitch
Start Entity:     Fever Pitch
Gold Answer:      [['Nick Hornby']]
Predicted Ans:    Nick Hornby
Predicted Path:   Fever Pitch --[written_by]--> Nick Hornby --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Path (Raw):       Fever Pitch --[written_by]--> Nick Hornby --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Neg LogProb(↓):   0.716115
Path Entropy(↓):  0.818930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of law and order
Start Entity:     Law and Order
Gold Answer:      [['The Winning Team', 'Cattle Queen of Montana', 'Santa Fe Trail', 'Storm Warning', 'The Hasty Heart', 'The Girl from Jones Beach', 'The Last Outpost', 'Kings Row', 'Desperate Journey', 'That Hagen Girl']]
Predicted Ans:    Santa Fe Trail
Predicted Path:   Law and Order --[starred_actors]--> Ronald Reagan --[(INV) starred_actors]--> Santa Fe Trail
Path (Raw):       Law and Order --[starred_actors]--> Ronald Reagan --[No Operation]--> Ronald Reagan --[(INV) starred_actors]--> Santa Fe Trail
Neg LogProb(↓):   0.352827
Path Entropy(↓):  0.926100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by christopher petit in
Start Entity:     Christopher Petit
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   Christopher Petit --[(INV) directed_by]--> Radio On --[has_genre]--> Music
Path (Raw):       Christopher Petit --[No Operation]--> Christopher Petit --[(INV) directed_by]--> Radio On --[has_genre]--> Music
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by mario adorf were in which languages
Start Entity:     Mario Adorf
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Mario Adorf --[(INV) starred_actors]--> Felidae --[in_language]--> German
Path (Raw):       Mario Adorf --[No Operation]--> Mario Adorf --[(INV) starred_actors]--> Felidae --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with sam shepard
Start Entity:     Sam Shepard
Gold Answer:      [['L.M. Kit Carson', 'Wim Wenders']]
Predicted Ans:    Sam Shepard
Predicted Path:   Sam Shepard --[(INV) written_by]--> Fool for Love --[written_by]--> Sam Shepard
Path (Raw):       Sam Shepard --[No Operation]--> Sam Shepard --[(INV) written_by]--> Fool for Love --[written_by]--> Sam Shepard
Neg LogProb(↓):   0.374541
Path Entropy(↓):  0.772863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies that share directors with my father's glory in
Start Entity:     My Father's Glory
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   My Father's Glory --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[in_language]--> French
Path (Raw):       My Father's Glory --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[in_language]--> French
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by octave mirbeau
Start Entity:     Octave Mirbeau
Gold Answer:      [['Benoît Jacquot', 'Luis Buñuel', 'Jean Renoir']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Octave Mirbeau --[(INV) written_by]--> Diary of a Chambermaid --[directed_by]--> Luis Buñuel
Path (Raw):       Octave Mirbeau --[No Operation]--> Octave Mirbeau --[(INV) written_by]--> Diary of a Chambermaid --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.716225
Path Entropy(↓):  0.811431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies together with campbell scott
Start Entity:     Campbell Scott
Gold Answer:      [['Stanley Tucci']]
Predicted Ans:    Stanley Tucci
Predicted Path:   Campbell Scott --[(INV) directed_by]--> Big Night --[directed_by]--> Stanley Tucci
Path (Raw):       Campbell Scott --[No Operation]--> Campbell Scott --[(INV) directed_by]--> Big Night --[directed_by]--> Stanley Tucci
Neg LogProb(↓):   0.138668
Path Entropy(↓):  0.387841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film kind lady were in which genres
Start Entity:     Kind Lady
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Kind Lady --[written_by]--> Edward Chodorov --[(INV) written_by]--> Undercurrent --[has_genre]--> Drama
Path (Raw):       Kind Lady --[written_by]--> Edward Chodorov --[(INV) written_by]--> Undercurrent --[has_genre]--> Drama
Neg LogProb(↓):   0.785034
Path Entropy(↓):  1.070525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of frank lovejoy starred movies
Start Entity:     Frank Lovejoy
Gold Answer:      [['Matt Cvetic', 'Jo Pagano']]
Predicted Ans:    Lewis Seiler
Predicted Path:   Frank Lovejoy --[(INV) starred_actors]--> The Winning Team --[directed_by]--> Lewis Seiler
Path (Raw):       Frank Lovejoy --[No Operation]--> Frank Lovejoy --[(INV) starred_actors]--> The Winning Team --[directed_by]--> Lewis Seiler
Neg LogProb(↓):   0.076910
Path Entropy(↓):  0.265957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie sword of the beast released
Start Entity:     Sword of the Beast
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Sword of the Beast --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       Sword of the Beast --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   1.609875
Path Entropy(↓):  3.045416
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the key are written by who
Start Entity:     The Key
Gold Answer:      [['Thornton Wilder', 'Harry Chandlee', 'Gerald A. Browne', 'Frank Craven', 'Barbara Benedek', 'Pietro Germi', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Paddy Chayefsky', 'Romain Gary', 'Henri Jeanson', 'Gavin Lambert', 'Jeffrey Bloom', 'Alfredo Giannetti', 'Michael Keon', 'John Patrick', 'F. Hugh Herbert', 'Han Suyin', 'Melville Shavelson', 'Daniel Taradash', 'Jack Rose', 'Philip Yordan', 'Samuel A. Taylor', 'Mark Steven Johnson', 'Charles Nordhoff', 'James Norman Hall', 'Sam Peckinpah', 'John Lee Mahin', 'Jo Heims', 'Martin Rackin', 'Harold Sinclair', 'Warren Duff', 'Dale Wasserman', 'Clifford Odets', 'Richard Mason', 'Billy Wilder', 'Gordon Cotler', 'Ben Barzman', 'Paul Osborn', 'Basilio Franchina', 'Dwight Taylor', 'Bernardo Bertolucci', 'Alberto Moravia', 'George Seaton', 'Alexander Klein', 'Graham Greene', 'David Rayfiel', "Suso Cecchi D'Amico", 'Jack Davies', 'Michael Pertwee', 'David Divine', 'Julien Duvivier', 'Charles Grodin', 'Frank Launder', 'Pierre Boulle', 'Charles Lederer', 'Paolo Virzì', 'John Hopkins', 'Ivan Moffat', 'George Axelrod', 'Michael Winner', 'Jonathan Finn', 'Sidney Gilliat', 'Douglas McGrath', 'David Westheimer', 'Walon Green', 'Roy N. Sickner', 'Fredric M. Frank', 'Joseph Conrad', 'Courtney Ryley Cooper', 'Garson Kanin', 'Edward Anhalt', 'Christianna Brand', 'Ernest Lehman', 'Albert Mannheimer', 'Blake Edwards', 'Irwin Shaw', 'C.S. Forester', 'Ettore Scola', 'Edna Anhalt', 'Stirling Silliphant', 'Lewis E. Lawes', 'Cesare Zavattini', 'William Inge', 'Leo McCarey', 'Cameron Hawley', 'Ennio De Concini', 'Edoardo Ponti', 'Edwin Blum', 'Edmund Trzcinski', 'Donald Bevan', "Eugene O'Neill", 'Tahmineh Milani']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Key --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[written_by]--> Billy Wilder
Path (Raw):       The Key --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.514818
Path Entropy(↓):  2.149396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by sylvie verheyde
Start Entity:     Sylvie Verheyde
Gold Answer:      [['John Erman']]
Predicted Ans:    John Erman
Predicted Path:   Sylvie Verheyde --[(INV) directed_by]--> Stella --[directed_by]--> John Erman
Path (Raw):       Sylvie Verheyde --[No Operation]--> Sylvie Verheyde --[(INV) directed_by]--> Stella --[directed_by]--> John Erman
Neg LogProb(↓):   0.001209
Path Entropy(↓):  0.010539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film miracle in milan
Start Entity:     Miracle in Milan
Gold Answer:      [['1964']]
Predicted Ans:    1951
Predicted Path:   Miracle in Milan --[starred_actors]--> Paolo Stoppa --[(INV) starred_actors]--> Miracle in Milan --[release_year]--> 1951
Path (Raw):       Miracle in Milan --[starred_actors]--> Paolo Stoppa --[(INV) starred_actors]--> Miracle in Milan --[release_year]--> 1951
Neg LogProb(↓):   0.493017
Path Entropy(↓):  1.098537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with empire state fall under
Start Entity:     Empire State
Gold Answer:      [['Sport', 'Drama', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Empire State --[directed_by]--> Dito Montiel --[(INV) directed_by]--> Fighting --[has_genre]--> Drama
Path (Raw):       Empire State --[directed_by]--> Dito Montiel --[(INV) directed_by]--> Fighting --[has_genre]--> Drama
Neg LogProb(↓):   0.116268
Path Entropy(↓):  0.440196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by carice van houten in
Start Entity:     Carice van Houten
Gold Answer:      [['Dutch', 'English']]
Predicted Ans:    English
Predicted Path:   Carice van Houten --[(INV) starred_actors]--> Black Book --[in_language]--> English
Path (Raw):       Carice van Houten --[No Operation]--> Carice van Houten --[(INV) starred_actors]--> Black Book --[in_language]--> English
Neg LogProb(↓):   0.291753
Path Entropy(↓):  0.565658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of crimes of the heart
Start Entity:     Crimes of the Heart
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Crimes of the Heart --[written_by]--> Beth Henley --[(INV) written_by]--> Nobody's Fool --[has_genre]--> Drama
Path (Raw):       Crimes of the Heart --[written_by]--> Beth Henley --[(INV) written_by]--> Nobody's Fool --[has_genre]--> Drama
Neg LogProb(↓):   1.269575
Path Entropy(↓):  1.677928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film grudge match released
Start Entity:     Grudge Match
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Grudge Match --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Grudge Match --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   2.852932
Path Entropy(↓):  4.169209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by pat boone
Start Entity:     Pat Boone
Gold Answer:      [['Musical', 'Adventure', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Pat Boone --[(INV) starred_actors]--> April Love --[has_genre]--> Musical
Path (Raw):       Pat Boone --[No Operation]--> Pat Boone --[(INV) starred_actors]--> April Love --[has_genre]--> Musical
Neg LogProb(↓):   0.000159
Path Entropy(↓):  0.001550
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by david ives in
Start Entity:     David Ives
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   David Ives --[(INV) written_by]--> Venus in Fur --[in_language]--> French
Path (Raw):       David Ives --[No Operation]--> David Ives --[(INV) written_by]--> Venus in Fur --[in_language]--> French
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000136
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by pinchas perry
Start Entity:     Pinchas Perry
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Pinchas Perry --[(INV) written_by]--> When Nietzsche Wept --[release_year]--> 2007
Path (Raw):       Pinchas Perry --[No Operation]--> Pinchas Perry --[(INV) written_by]--> When Nietzsche Wept --[release_year]--> 2007
Neg LogProb(↓):   0.013323
Path Entropy(↓):  0.070460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the glimmer man
Start Entity:     The Glimmer Man
Gold Answer:      [['Jag Mundhra', 'Ryan Murphy', 'Dagur Kári', 'Michael Mann', 'Christopher Hitchens', 'Trevor Miller', 'Keenen Ivory Wayans', 'Augusten Burroughs', 'Don Michael Paul', 'Richard Beattie', 'Michael Black', 'Robert Ludlum', 'Steven Seagal', 'Nick Perry', 'Anthony Hickox', 'Andrew Davis', 'John Westermann', 'Keoni Waxman', 'Max Catto', 'Rupert Wyatt', 'Tony Gilroy', 'Thomas Harris', 'Jonathan English', 'Homer', 'Robert Rodriguez', 'Robert Rodat', 'Stephen McDool', 'Erick Kastel', 'Joe Halpin', 'David Benioff']]
Predicted Ans:    Robert Ludlum
Predicted Path:   The Glimmer Man --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Robert Ludlum
Path (Raw):       The Glimmer Man --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Robert Ludlum
Neg LogProb(↓):   1.676502
Path Entropy(↓):  2.331244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed land of the pharaohs
Start Entity:     Land of the Pharaohs
Gold Answer:      [['Jane Russell', 'Jack Buetel', 'Phillips Holmes', 'Cary Grant', 'Walter Catlett', 'Ginger Rogers', 'Katharine Hepburn', 'Groucho Marx', 'Red Buttons', 'Arthur Hunnicutt', 'James Caan', 'June Lang', 'Robert Mitchum', 'Angie Dickinson', 'Charlene Holt', 'Lauren Bacall', 'Walter Connolly', 'Roscoe Karns', 'Carole Lombard', 'John Barrymore', 'Mary Elizabeth Mastrantonio', 'James Cagney', 'Thomas Mitchell', 'Edward G. Robinson', 'Joanne Dru', 'Walter Brennan', 'Gig Young', 'Hardy Krüger', 'Miriam Hopkins', 'Paula Prentiss', 'Fay Wray', 'Donald Cook', 'Ralph Bellamy', 'Barbara Stanwyck', 'John Ridgely', 'Joel McCrea', 'Lionel Barrymore', 'Walter Huston', 'Eric Linden', 'Danny Kaye', 'Rosalind Russell', 'Rita Hayworth', 'Chico Marx', 'Steven Bauer', 'Harpo Marx', 'Candy Clark', 'Warner Baxter', 'Richard Barthelmess', 'Ann Dvorak', 'Karen Morley', 'Sarah Miles', 'Osgood Perkins', 'Benny Goodman', 'Tommy Dorsey', 'Dewey Martin', 'Elizabeth Threatt', 'Wallace Beery', 'David Niven', 'Fredric March', 'Ricky Nelson', 'Virginia Mayo', 'Michelle Pfeiffer', 'Oskar Homolka', 'Errol Flynn', 'Elliott Reid', 'Joan Blondell', 'John Wayne', 'Laura Devon', 'Kirk Douglas', 'Paul Muni', 'Humphrey Bogart', 'Jean Arthur', 'Gary Cooper', 'Basil Rathbone', 'Ann Sheridan', 'Montgomery Clift', 'Leo Carrillo', 'Dean Martin', 'Charles Coburn', 'Henry Travers', 'Marilyn Monroe', 'Elsa Martinelli', 'The Marx Brothers', 'Al Pacino', 'Rock Hudson']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Land of the Pharaohs --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[starred_actors]--> Humphrey Bogart
Path (Raw):       Land of the Pharaohs --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   1.084591
Path Entropy(↓):  1.933676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by wayne brady
Start Entity:     Wayne Brady
Gold Answer:      [['Preston A. Whitmore II']]
Predicted Ans:    Preston A. Whitmore II
Predicted Path:   Wayne Brady --[(INV) starred_actors]--> Crossover --[directed_by]--> Preston A. Whitmore II
Path (Raw):       Wayne Brady --[No Operation]--> Wayne Brady --[(INV) starred_actors]--> Crossover --[directed_by]--> Preston A. Whitmore II
Neg LogProb(↓):   0.000126
Path Entropy(↓):  0.001261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of blondin miguel acted films
Start Entity:     Blondin Miguel
Gold Answer:      [['Aki Kaurismäki']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Blondin Miguel --[(INV) starred_actors]--> Le Havre --[written_by]--> Aki Kaurismäki
Path (Raw):       Blondin Miguel --[No Operation]--> Blondin Miguel --[(INV) starred_actors]--> Le Havre --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by kathy griffin
Start Entity:     Kathy Griffin
Gold Answer:      [['Julia Sweeney']]
Predicted Ans:    Julia Sweeney
Predicted Path:   Kathy Griffin --[(INV) starred_actors]--> It's Pat --[written_by]--> Julia Sweeney
Path (Raw):       Kathy Griffin --[No Operation]--> Kathy Griffin --[(INV) starred_actors]--> It's Pat --[written_by]--> Julia Sweeney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film cat ballou released
Start Entity:     Cat Ballou
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Cat Ballou --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       Cat Ballou --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   2.069990
Path Entropy(↓):  3.706900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the turin horse
Start Entity:     The Turin Horse
Gold Answer:      [['The Man from London', 'Werckmeister Harmonies', 'Damnation', 'The Prefab People']]
Predicted Ans:    The Turin Horse
Predicted Path:   The Turin Horse --[directed_by]--> Ágnes Hranitzky --[(INV) directed_by]--> The Turin Horse
Path (Raw):       The Turin Horse --[No Operation]--> The Turin Horse --[directed_by]--> Ágnes Hranitzky --[(INV) directed_by]--> The Turin Horse
Neg LogProb(↓):   0.467849
Path Entropy(↓):  1.046440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by alan parker
Start Entity:     Alan Parker
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Alan Parker --[(INV) written_by]--> Come See the Paradise --[in_language]--> Japanese
Path (Raw):       Alan Parker --[No Operation]--> Alan Parker --[(INV) written_by]--> Come See the Paradise --[in_language]--> Japanese
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the real mccoy
Start Entity:     The Real McCoy
Gold Answer:      [['1998', '2000', '2001', '2005', '1959', '1991', '1996', '1961', '1994', '1986', '1984']]
Predicted Ans:    1959
Predicted Path:   The Real McCoy --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> On the Beach --[release_year]--> 1959
Path (Raw):       The Real McCoy --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> On the Beach --[release_year]--> 1959
Neg LogProb(↓):   1.578155
Path Entropy(↓):  2.483877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of psycho
Start Entity:     Psycho
Gold Answer:      [['1946', '1954', '1944', '2008', '2003', '1959', '1993', '1936', '2006', '1935', '1979', '1941', '2007', '1963', '1939', '2009', '1951', '1953', '1947', '2014', '1932', '1956', '1931', '1943', '1995', '1976', '1948', '1972', '1989', '1942', '1940', '1938', '2002', '2012', '2011', '1955', '1986', '1934', '2000', '1964', '1949', '1997', '1966', '1950', '2005', '1991', '1925', '1929', '1927', '1945', '1987', '1969', '1928', '1958', '1930']]
Predicted Ans:    1995
Predicted Path:   Psycho --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> To Die For --[release_year]--> 1995
Path (Raw):       Psycho --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> To Die For --[release_year]--> 1995
Neg LogProb(↓):   2.004850
Path Entropy(↓):  2.729122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the killing actors
Start Entity:     The Killing
Gold Answer:      [['Arthur Hailey', 'Richard Sale', 'Rod Serling', 'Leigh Brackett', 'Charles Lederer', 'Philip Yordan', 'Ben Hecht', 'Roy Chanslor', 'Eleazar Lipsky', 'John Huston', 'Raymond Chandler', 'Ben Perry', 'Dalton Trumbo', 'Jo Eisinger', 'Hall Bartlett']]
Predicted Ans:    Philip Yordan
Predicted Path:   The Killing --[starred_actors]--> Sterling Hayden --[(INV) starred_actors]--> Johnny Guitar --[written_by]--> Philip Yordan
Path (Raw):       The Killing --[starred_actors]--> Sterling Hayden --[(INV) starred_actors]--> Johnny Guitar --[written_by]--> Philip Yordan
Neg LogProb(↓):   0.179663
Path Entropy(↓):  0.565260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the man in the white suit actors
Start Entity:     The Man in the White Suit
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Man in the White Suit --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Cromwell --[in_language]--> English
Path (Raw):       The Man in the White Suit --[starred_actors]--> Alec Guinness --[(INV) starred_actors]--> Cromwell --[in_language]--> English
Neg LogProb(↓):   0.017014
Path Entropy(↓):  0.106540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by magaly solier
Start Entity:     Magaly Solier
Gold Answer:      [['Jessica Woodworth', 'Claudia Llosa', 'Peter Brosens']]
Predicted Ans:    Peter Brosens
Predicted Path:   Magaly Solier --[(INV) starred_actors]--> Altiplano --[written_by]--> Peter Brosens
Path (Raw):       Magaly Solier --[No Operation]--> Magaly Solier --[(INV) starred_actors]--> Altiplano --[written_by]--> Peter Brosens
Neg LogProb(↓):   0.003392
Path Entropy(↓):  0.024741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by brad ashten were directed by who
Start Entity:     Brad Ashten
Gold Answer:      [['Andy Hurst']]
Predicted Ans:    Andy Hurst
Predicted Path:   Brad Ashten --[(INV) starred_actors]--> Are You Scared? --[directed_by]--> Andy Hurst
Path (Raw):       Brad Ashten --[No Operation]--> Brad Ashten --[(INV) starred_actors]--> Are You Scared? --[directed_by]--> Andy Hurst
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by jake scott
Start Entity:     Jake Scott
Gold Answer:      [['Melissa Leo', 'James Gandolfini', 'Kristen Stewart']]
Predicted Ans:    Melissa Leo
Predicted Path:   Jake Scott --[(INV) directed_by]--> Welcome to the Rileys --[starred_actors]--> Melissa Leo
Path (Raw):       Jake Scott --[No Operation]--> Jake Scott --[(INV) directed_by]--> Welcome to the Rileys --[starred_actors]--> Melissa Leo
Neg LogProb(↓):   0.002419
Path Entropy(↓):  0.016975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the candidate
Start Entity:     The Candidate
Gold Answer:      [['Drive, He Said']]
Predicted Ans:    Drive, He Said
Predicted Path:   The Candidate --[written_by]--> Jeremy Larner --[(INV) written_by]--> Drive, He Said
Path (Raw):       The Candidate --[written_by]--> Jeremy Larner --[(INV) written_by]--> Drive, He Said --[No Operation]--> Drive, He Said
Neg LogProb(↓):   0.008375
Path Entropy(↓):  0.054932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie step brothers
Start Entity:     Step Brothers
Gold Answer:      [['John C. Reilly', 'Will Ferrell']]
Predicted Ans:    Will Ferrell
Predicted Path:   Step Brothers --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[starred_actors]--> Will Ferrell
Path (Raw):       Step Brothers --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[starred_actors]--> Will Ferrell
Neg LogProb(↓):   0.004024
Path Entropy(↓):  0.031438
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed 200 motels
Start Entity:     200 Motels
Gold Answer:      [['1980']]
Predicted Ans:    1971
Predicted Path:   200 Motels --[directed_by]--> Tony Palmer --[(INV) directed_by]--> 200 Motels --[release_year]--> 1971
Path (Raw):       200 Motels --[directed_by]--> Tony Palmer --[(INV) directed_by]--> 200 Motels --[release_year]--> 1971
Neg LogProb(↓):   0.030431
Path Entropy(↓):  0.152200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
John carter, when was it released
Start Entity:     John Carter
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   John Carter --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       John Carter --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.020582
Path Entropy(↓):  4.424963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The good girl, when was it released
Start Entity:     The Good Girl
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   The Good Girl --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Path (Raw):       The Good Girl --[release_year]--> 2002 --[(INV) release_year]--> 9/11 --[release_year]--> 2002
Neg LogProb(↓):   3.543905
Path Entropy(↓):  4.717883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by ray ashley were released in which years
Start Entity:     Ray Ashley
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Ray Ashley --[(INV) written_by]--> Little Fugitive --[release_year]--> 1953
Path (Raw):       Ray Ashley --[No Operation]--> Ray Ashley --[(INV) written_by]--> Little Fugitive --[release_year]--> 1953
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor donald crisp starred together with who
Start Entity:     Donald Crisp
Gold Answer:      [['Ray Milland', 'Mickey Rooney', 'James Stewart', 'Walter Pidgeon', 'Greer Garson', 'Lana Turner', 'Elizabeth Taylor', 'Anna Lee', 'Gregory Peck', 'Rosemary Lane', 'Fredric March', "Cathy O'Donnell", 'Bette Davis', 'Ingrid Bergman', 'Lionel Barrymore', 'Olivia de Havilland', 'Errol Flynn', 'John Barrymore', 'James Cagney', 'Edward G. Robinson', 'Ruth Hussey', 'LeRoy Mason', 'Pauline Starke', 'Ann Sothern', 'June Lockhart', 'Spencer Tracy', "Maureen O'Hara", 'Humphrey Bogart', 'Peter Lawford', 'Arthur Kennedy']]
Predicted Ans:    Lana Turner
Predicted Path:   Donald Crisp --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Lana Turner
Path (Raw):       Donald Crisp --[No Operation]--> Donald Crisp --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Lana Turner
Neg LogProb(↓):   0.238976
Path Entropy(↓):  0.897816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the change - up are written by who
Start Entity:     The Change-Up
Gold Answer:      [['Michael Markowitz', 'Michael Goldenberg', 'Adam Brooks', 'David Soren', 'Marc Guggenheim', 'Michael Green', 'Michael R. Perry', 'Chris Sanders', 'Dana Fox', 'Andrew Dodge', 'Jeph Loeb', 'Rob McKittrick', 'Allan Loeb', 'Jon Favreau', 'William Phillips', 'Matthew Michael Carnahan', 'Daniel Taplitz', 'Joe Carnahan', 'Dennis Lee', 'Morgan Spurlock', 'Matthew Weisman', 'Mike Judge', 'Jeffrey Eugenides', 'John Francis Daley', 'John August', 'Walt Becker', 'Chris Sparling', 'Ryan Fleck', 'Anna Boden', 'Peter M. Lenkov', 'Craig Mazin', 'Peter Glanz', 'Vince Vaughn', 'Diablo Cody', 'Eric Steven Stahl', 'Vincent Ngo', 'Greg Berlanti']]
Predicted Ans:    Matthew Michael Carnahan
Predicted Path:   The Change-Up --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom --[written_by]--> Matthew Michael Carnahan
Path (Raw):       The Change-Up --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Kingdom --[written_by]--> Matthew Michael Carnahan
Neg LogProb(↓):   0.975098
Path Entropy(↓):  1.709636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie cry - baby
Start Entity:     Cry-Baby
Gold Answer:      [['J. Lee Thompson', 'Mike Newell', 'Richard Elfman', 'Lasse Hallström', 'John Huston', 'Martin Scorsese', 'Mike Johnson', 'John Badham', 'Gore Verbinski', 'Hall Bartlett', 'Laurence Dunmore', 'David Koepp', 'Bruce Robinson', 'Rand Ravich', 'Marc Forster', 'Terry Gilliam', 'Johnny Depp', 'Jim Jarmusch', 'Curtis Bernhardt', 'George Bowers', 'Emir Kusturica', 'Wally Pfister', 'Bruno Barreto', 'Tim Burton', 'Robert Rodriguez', 'Norman Z. McLeod', 'Jeremy Leven', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    John Huston
Predicted Path:   Cry-Baby --[starred_actors]--> Susan Tyrrell --[(INV) starred_actors]--> Fat City --[directed_by]--> John Huston
Path (Raw):       Cry-Baby --[starred_actors]--> Susan Tyrrell --[(INV) starred_actors]--> Fat City --[directed_by]--> John Huston
Neg LogProb(↓):   0.066759
Path Entropy(↓):  0.298817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of there will be blood
Start Entity:     There Will Be Blood
Gold Answer:      [['Emily Watson', 'Joaquin Phoenix', 'Philip Baker Hall', 'Samuel L. Jackson', 'Gwyneth Paltrow', 'Adam Sandler', 'Jerry Trimble', 'John C. Reilly', 'Jet Li', 'Katherine Waterston', 'Joanna Newsom']]
Predicted Ans:    Gwyneth Paltrow
Predicted Path:   There Will Be Blood --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Hard Eight --[starred_actors]--> Gwyneth Paltrow
Path (Raw):       There Will Be Blood --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Hard Eight --[starred_actors]--> Gwyneth Paltrow
Neg LogProb(↓):   0.614910
Path Entropy(↓):  1.278630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by dumas
Start Entity:     dumas
Gold Answer:      [['The Count of Monte Cristo', 'The Man in the Iron Mask']]
Predicted Ans:    The Count of Monte Cristo
Predicted Path:   dumas --[(INV) has_tags]--> The Count of Monte Cristo --[has_tags]--> rowland v. lee --[(INV) has_tags]--> The Count of Monte Cristo
Path (Raw):       dumas --[(INV) has_tags]--> The Count of Monte Cristo --[has_tags]--> rowland v. lee --[(INV) has_tags]--> The Count of Monte Cristo
Neg LogProb(↓):   0.000924
Path Entropy(↓):  0.008811
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of scandal sheet is also the director of which movies
Start Entity:     Scandal Sheet
Gold Answer:      [["Gunman's Walk", '99 River Street', '5 Against the House', 'Walking Tall', 'The Phenix City Story', 'The Brothers Rico', 'A Time for Killing', 'Dark Alibi', 'Kansas City Confidential', 'Hell to Eternity', 'Tight Spot']]
Predicted Ans:    The Brothers Rico
Predicted Path:   Scandal Sheet --[directed_by]--> Phil Karlson --[(INV) directed_by]--> The Brothers Rico
Path (Raw):       Scandal Sheet --[directed_by]--> Phil Karlson --[(INV) directed_by]--> The Brothers Rico --[No Operation]--> The Brothers Rico
Neg LogProb(↓):   0.545536
Path Entropy(↓):  1.292554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie the battle of shaker heights
Start Entity:     The Battle of Shaker Heights
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Battle of Shaker Heights --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       The Battle of Shaker Heights --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.550187
Path Entropy(↓):  5.058154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by louis feuillade
Start Entity:     Louis Feuillade
Gold Answer:      [['Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Louis Feuillade --[(INV) directed_by]--> Judex --[has_genre]--> Adventure
Path (Raw):       Louis Feuillade --[No Operation]--> Louis Feuillade --[(INV) directed_by]--> Judex --[has_genre]--> Adventure
Neg LogProb(↓):   0.555323
Path Entropy(↓):  0.711727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of little fish
Start Entity:     Little Fish
Gold Answer:      [['1962', '1998']]
Predicted Ans:    1962
Predicted Path:   Little Fish --[directed_by]--> Rowan Woods --[(INV) directed_by]--> The Boys --[release_year]--> 1962
Path (Raw):       Little Fish --[directed_by]--> Rowan Woods --[(INV) directed_by]--> The Boys --[release_year]--> 1962
Neg LogProb(↓):   0.764306
Path Entropy(↓):  0.914196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film letters to juliet
Start Entity:     Letters to Juliet
Gold Answer:      [['1995', '1998', '1934', '2009', '2001', '2008', '2005', '2010', '2004', '2006', '2014', '1935', '2012', '2011', '1958', '2013']]
Predicted Ans:    2004
Predicted Path:   Letters to Juliet --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[release_year]--> 2004
Path (Raw):       Letters to Juliet --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[release_year]--> 2004
Neg LogProb(↓):   0.365672
Path Entropy(↓):  0.972757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the enduring love director
Start Entity:     Enduring Love
Gold Answer:      [['Jane Austen', 'Howard J. Green', 'Aline Brosh McKenna', 'Hanif Kureishi', 'Nick Dear', 'Richard Curtis', 'Simon Burke']]
Predicted Ans:    Hanif Kureishi
Predicted Path:   Enduring Love --[directed_by]--> Roger Michell --[(INV) directed_by]--> Venus --[written_by]--> Hanif Kureishi
Path (Raw):       Enduring Love --[directed_by]--> Roger Michell --[(INV) directed_by]--> Venus --[written_by]--> Hanif Kureishi
Neg LogProb(↓):   0.168310
Path Entropy(↓):  0.586513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film muriel's wedding
Start Entity:     Muriel's Wedding
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Muriel's Wedding --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Muriel's Wedding --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.894410
Path Entropy(↓):  5.257841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by murder at the gallop actors
Start Entity:     Murder at the Gallop
Gold Answer:      [['Edward Wooll', 'Ronald Neame', 'Janet Green', 'John Huston', 'Casey Robinson', 'William Shakespeare', 'Monja Danischewsky', 'Emeric Pressburger', 'David Lean', 'David Pursall', 'Robert Holles', 'James Agee', 'Melchior Lengyel', 'Truman Capote', 'Michael Powell', 'Edna Ferber', 'Leonard Wibberley', 'Agatha Christie', 'Claud Cockburn', 'Raphael Holinshed', 'Eric Ambler', 'John McCormick', 'Norah Lofts', 'Karl Tunberg', 'Joseph Conrad', 'Ivan Lyons', 'Orson Welles', 'Rumer Godden', 'Ken Hughes', 'Anatole de Grunwald']]
Predicted Ans:    Orson Welles
Predicted Path:   Murder at the Gallop --[starred_actors]--> Margaret Rutherford --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> Orson Welles
Path (Raw):       Murder at the Gallop --[starred_actors]--> Margaret Rutherford --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> Orson Welles
Neg LogProb(↓):   0.921760
Path Entropy(↓):  1.362205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie opera were in which genres
Start Entity:     Opera
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Opera --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[has_genre]--> Horror
Path (Raw):       Opera --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.206589
Path Entropy(↓):  0.710526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by genevieve bujold
Start Entity:     Geneviève Bujold
Gold Answer:      [['Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Geneviève Bujold --[(INV) starred_actors]--> Anne of the Thousand Days --[has_genre]--> Drama
Path (Raw):       Geneviève Bujold --[No Operation]--> Geneviève Bujold --[(INV) starred_actors]--> Anne of the Thousand Days --[has_genre]--> Drama
Neg LogProb(↓):   0.710794
Path Entropy(↓):  1.062796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film fire - eater
Start Entity:     Fire-Eater
Gold Answer:      [['Pirkko Saisio']]
Predicted Ans:    Pirkko Saisio
Predicted Path:   Fire-Eater --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater --[written_by]--> Pirkko Saisio
Path (Raw):       Fire-Eater --[written_by]--> Pirkko Saisio --[(INV) written_by]--> Fire-Eater --[written_by]--> Pirkko Saisio
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was drew t. pierce the writer of
Start Entity:     Drew T. Pierce
Gold Answer:      [['Deadheads']]
Predicted Ans:    Deadheads
Predicted Path:   Drew T. Pierce --[(INV) written_by]--> Deadheads --[written_by]--> Drew T. Pierce --[(INV) written_by]--> Deadheads
Path (Raw):       Drew T. Pierce --[(INV) written_by]--> Deadheads --[written_by]--> Drew T. Pierce --[(INV) written_by]--> Deadheads
Neg LogProb(↓):   0.033819
Path Entropy(↓):  0.145958
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie astro boy
Start Entity:     Astro Boy
Gold Answer:      [['Christopher Guest', 'Les Mayfield', 'Paul Haggis', 'Patty Jenkins', 'Ron Underwood', 'James Gray', 'Ron Howard', 'Holly Goldberg Sloan', 'Robert Redford', 'Seth MacFarlane', 'Peter Collinson', 'Ridley Scott', 'Peter Berg', 'Rand Ravich', 'John Stephenson', 'Gavin Wiesen', 'Dennie Gordon', 'Joseph Sargent', 'Jason Reitman', 'Luis Mandoki', 'Rupert Sanders', 'Stephen Hopkins', 'Tim Burton', 'Mark Waters', 'Adam Shankman', 'Mark L. Lester', 'F. Gary Gray', 'Ernest B. Schoedsack', 'David Steinberg', 'Karyn Kusama', 'Guillermo Arriaga']]
Predicted Ans:    F. Gary Gray
Predicted Path:   Astro Boy --[starred_actors]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job --[directed_by]--> F. Gary Gray
Path (Raw):       Astro Boy --[starred_actors]--> Charlize Theron --[(INV) starred_actors]--> The Italian Job --[directed_by]--> F. Gary Gray
Neg LogProb(↓):   0.688837
Path Entropy(↓):  0.785455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie hanging up in a few words
Start Entity:     Hanging Up
Gold Answer:      [['meg ryan', 'lisa kudrow', 'diane keaton', 'walter matthau']]
Predicted Ans:    walter matthau
Predicted Path:   Hanging Up --[has_tags]--> walter matthau --[(INV) has_tags]--> First Monday in October --[has_tags]--> walter matthau
Path (Raw):       Hanging Up --[has_tags]--> walter matthau --[(INV) has_tags]--> First Monday in October --[has_tags]--> walter matthau
Neg LogProb(↓):   0.098769
Path Entropy(↓):  0.356876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by elaine hendrix were written by who
Start Entity:     Elaine Hendrix
Gold Answer:      [['Molly Shannon']]
Predicted Ans:    Molly Shannon
Predicted Path:   Elaine Hendrix --[(INV) starred_actors]--> Superstar --[written_by]--> Molly Shannon
Path (Raw):       Elaine Hendrix --[No Operation]--> Elaine Hendrix --[(INV) starred_actors]--> Superstar --[written_by]--> Molly Shannon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film arbitrage
Start Entity:     Arbitrage
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Arbitrage --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Arbitrage --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.405089
Path Entropy(↓):  4.636096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by brad mcgann
Start Entity:     Brad McGann
Gold Answer:      [['Emily Barclay', 'Matthew Macfadyen']]
Predicted Ans:    Matthew Macfadyen
Predicted Path:   Brad McGann --[(INV) written_by]--> In My Father's Den --[starred_actors]--> Matthew Macfadyen
Path (Raw):       Brad McGann --[No Operation]--> Brad McGann --[(INV) written_by]--> In My Father's Den --[starred_actors]--> Matthew Macfadyen
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of telling lies in america is also the director of which films
Start Entity:     Telling Lies in America
Gold Answer:      [['The Babysitter']]
Predicted Ans:    The Babysitter
Predicted Path:   Telling Lies in America --[directed_by]--> Guy Ferland --[(INV) directed_by]--> The Babysitter
Path (Raw):       Telling Lies in America --[directed_by]--> Guy Ferland --[(INV) directed_by]--> The Babysitter --[No Operation]--> The Babysitter
Neg LogProb(↓):   0.063751
Path Entropy(↓):  0.241158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by vincent mceveety
Start Entity:     Vincent McEveety
Gold Answer:      [['1971', '1974', '1968']]
Predicted Ans:    1971
Predicted Path:   Vincent McEveety --[(INV) directed_by]--> The Million Dollar Duck --[release_year]--> 1971
Path (Raw):       Vincent McEveety --[No Operation]--> Vincent McEveety --[(INV) directed_by]--> The Million Dollar Duck --[release_year]--> 1971
Neg LogProb(↓):   0.357833
Path Entropy(↓):  0.807752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by mark robson in
Start Entity:     Mark Robson
Gold Answer:      [['Mandarin', 'German']]
Predicted Ans:    German
Predicted Path:   Mark Robson --[(INV) directed_by]--> Von Ryan's Express --[in_language]--> German
Path (Raw):       Mark Robson --[No Operation]--> Mark Robson --[(INV) directed_by]--> Von Ryan's Express --[in_language]--> German
Neg LogProb(↓):   0.161745
Path Entropy(↓):  0.457423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of a funny thing happened on the way to the forum
Start Entity:     A Funny Thing Happened on the Way to the Forum
Gold Answer:      [['Richard Quine', 'Melvin Frank', 'Norman Panama', 'Hal Walker', 'Sydney Pollack', 'Nicholas Stoller', 'Carl Reiner', 'Buster Keaton', 'Norman Jewison', 'Stanley Donen', 'Sidney Lanfield', 'Melville Shavelson', 'John G. Avildsen', 'Bruce Beresford', 'Glenn Jordan', 'Bryan Forbes']]
Predicted Ans:    Carl Reiner
Predicted Path:   A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart --[(INV) written_by]--> Oh, God! --[directed_by]--> Carl Reiner
Path (Raw):       A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart --[(INV) written_by]--> Oh, God! --[directed_by]--> Carl Reiner
Neg LogProb(↓):   0.436477
Path Entropy(↓):  1.262181
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by una merkel released
Start Entity:     Una Merkel
Gold Answer:      [['1961', '1934']]
Predicted Ans:    1961
Predicted Path:   Una Merkel --[(INV) starred_actors]--> Summer and Smoke --[release_year]--> 1961
Path (Raw):       Una Merkel --[No Operation]--> Una Merkel --[(INV) starred_actors]--> Summer and Smoke --[release_year]--> 1961
Neg LogProb(↓):   0.001567
Path Entropy(↓):  0.011681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did dilip shukla write
Start Entity:     Dilip Shukla
Gold Answer:      [['Dabangg 2']]
Predicted Ans:    Dabangg 2
Predicted Path:   Dilip Shukla --[(INV) written_by]--> Dabangg 2 --[written_by]--> Dilip Shukla --[(INV) written_by]--> Dabangg 2
Path (Raw):       Dilip Shukla --[(INV) written_by]--> Dabangg 2 --[written_by]--> Dilip Shukla --[(INV) written_by]--> Dabangg 2
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the good fairy
Start Entity:     The Good Fairy
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    1940
Predicted Path:   The Good Fairy --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> The Letter --[release_year]--> 1940
Path (Raw):       The Good Fairy --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> The Letter --[release_year]--> 1940
Neg LogProb(↓):   1.295928
Path Entropy(↓):  2.136069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the game also directed which films
Start Entity:     The Game
Gold Answer:      [['Gone Girl', 'The Girl with the Dragon Tattoo', 'Fight Club', 'The Social Network', 'The Curious Case of Benjamin Button', 'Panic Room', 'Zodiac']]
Predicted Ans:    The Girl with the Dragon Tattoo
Predicted Path:   The Game --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo
Path (Raw):       The Game --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[No Operation]--> The Girl with the Dragon Tattoo
Neg LogProb(↓):   0.102495
Path Entropy(↓):  0.473192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the stig - helmer story
Start Entity:     The Stig-Helmer Story
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   The Stig-Helmer Story --[written_by]--> Lasse Åberg --[(INV) written_by]--> Den ofrivillige golfaren --[release_year]--> 1991
Path (Raw):       The Stig-Helmer Story --[written_by]--> Lasse Åberg --[(INV) written_by]--> Den ofrivillige golfaren --[release_year]--> 1991
Neg LogProb(↓):   0.470458
Path Entropy(↓):  0.661708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in cashback
Start Entity:     Cashback
Gold Answer:      [['Gustavo Ron']]
Predicted Ans:    Gustavo Ron
Predicted Path:   Cashback --[starred_actors]--> Emilia Fox --[(INV) starred_actors]--> Ways to Live Forever --[directed_by]--> Gustavo Ron
Path (Raw):       Cashback --[starred_actors]--> Emilia Fox --[(INV) starred_actors]--> Ways to Live Forever --[directed_by]--> Gustavo Ron
Neg LogProb(↓):   0.025589
Path Entropy(↓):  0.146857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of the uninvited
Start Entity:     The Uninvited
Gold Answer:      [['Dorothy Macardle']]
Predicted Ans:    Dorothy Macardle
Predicted Path:   The Uninvited --[written_by]--> Dorothy Macardle --[(INV) written_by]--> The Uninvited --[written_by]--> Dorothy Macardle
Path (Raw):       The Uninvited --[written_by]--> Dorothy Macardle --[(INV) written_by]--> The Uninvited --[written_by]--> Dorothy Macardle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie alice adams in a few words
Start Entity:     Alice Adams
Gold Answer:      [['george stevens', 'class']]
Predicted Ans:    george stevens
Predicted Path:   Alice Adams --[has_tags]--> george stevens --[(INV) has_tags]--> A Damsel in Distress --[has_tags]--> george stevens
Path (Raw):       Alice Adams --[has_tags]--> george stevens --[(INV) has_tags]--> A Damsel in Distress --[has_tags]--> george stevens
Neg LogProb(↓):   0.023623
Path Entropy(↓):  0.140792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did ron mann write
Start Entity:     Ron Mann
Gold Answer:      [['Comic Book Confidential']]
Predicted Ans:    Comic Book Confidential
Predicted Path:   Ron Mann --[(INV) written_by]--> Comic Book Confidential --[written_by]--> Ron Mann --[(INV) written_by]--> Comic Book Confidential
Path (Raw):       Ron Mann --[(INV) written_by]--> Comic Book Confidential --[written_by]--> Ron Mann --[(INV) written_by]--> Comic Book Confidential
Neg LogProb(↓):   0.000250
Path Entropy(↓):  0.002326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did mary carlisle act in
Start Entity:     Mary Carlisle
Gold Answer:      [['Double or Nothing', 'Dead Men Walk']]
Predicted Ans:    Dead Men Walk
Predicted Path:   Mary Carlisle --[(INV) starred_actors]--> Dead Men Walk --[starred_actors]--> Nedrick Young --[(INV) starred_actors]--> Dead Men Walk
Path (Raw):       Mary Carlisle --[(INV) starred_actors]--> Dead Men Walk --[starred_actors]--> Nedrick Young --[(INV) starred_actors]--> Dead Men Walk
Neg LogProb(↓):   0.226241
Path Entropy(↓):  0.603278
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did tom hunsinger write
Start Entity:     Tom Hunsinger
Gold Answer:      [['Lawless Heart']]
Predicted Ans:    Lawless Heart
Predicted Path:   Tom Hunsinger --[(INV) written_by]--> Lawless Heart --[written_by]--> Neil Hunter --[(INV) written_by]--> Lawless Heart
Path (Raw):       Tom Hunsinger --[(INV) written_by]--> Lawless Heart --[written_by]--> Neil Hunter --[(INV) written_by]--> Lawless Heart
Neg LogProb(↓):   0.005331
Path Entropy(↓):  0.033186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the dawn patrol
Start Entity:     The Dawn Patrol
Gold Answer:      [['1980', '1946', '1954', '1944', '1959', '1936', '2006', '1967', '1935', '1941', '1977', '2007', '1968', '1963', '1998', '1939', '1933', '1957', '1951', '2010', '1953', '1947', '1956', '1943', '1948', '1990', '1942', '1940', '1938', '2002', '1961', '1955', '1978', '1964', '1949', '2000', '1966', '1950', '1960', '1952', '1929', '1965', '1945', '1937', '1986', '1924', '1958', '1930']]
Predicted Ans:    1960
Predicted Path:   The Dawn Patrol --[starred_actors]--> David Niven --[(INV) starred_actors]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Dawn Patrol --[starred_actors]--> David Niven --[(INV) starred_actors]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   0.949883
Path Entropy(↓):  2.320131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of container
Start Entity:     Container
Gold Answer:      [['Mammoth', 'A Hole in My Heart', 'Together', 'Show Me Love', 'We Are the Best!']]
Predicted Ans:    A Hole in My Heart
Predicted Path:   Container --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> A Hole in My Heart
Path (Raw):       Container --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> A Hole in My Heart --[No Operation]--> A Hole in My Heart
Neg LogProb(↓):   0.924873
Path Entropy(↓):  1.244686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by clifford rose were written by who
Start Entity:     Clifford Rose
Gold Answer:      [['Peter Weiss', 'Adrian Mitchell', 'Geoffrey Skelton']]
Predicted Ans:    Adrian Mitchell
Predicted Path:   Clifford Rose --[(INV) starred_actors]--> Marat/Sade --[written_by]--> Adrian Mitchell
Path (Raw):       Clifford Rose --[No Operation]--> Clifford Rose --[(INV) starred_actors]--> Marat/Sade --[written_by]--> Adrian Mitchell
Neg LogProb(↓):   0.401978
Path Entropy(↓):  0.687041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by a. i. artificial intelligence screenwriters
Start Entity:     A.I. Artificial Intelligence
Gold Answer:      [['Horror', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A.I. Artificial Intelligence --[written_by]--> Steven Spielberg --[(INV) written_by]--> The Goonies --[has_genre]--> Comedy
Path (Raw):       A.I. Artificial Intelligence --[written_by]--> Steven Spielberg --[(INV) written_by]--> The Goonies --[has_genre]--> Comedy
Neg LogProb(↓):   0.502818
Path Entropy(↓):  0.860251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of boccaccio'70 starred who
Start Entity:     Boccaccio '70
Gold Answer:      [['Niki Karimi', 'Farley Granger', 'Mario Pisu', 'Keanu Reeves', 'Sophia Loren', 'Aldo Fabrizi', 'Gianfranco Bellini', 'Silvana Mangano', 'Jane Fonda', 'Giancarlo Giannini', 'Richard Basehart', 'Anthony Quinn', 'Franco Fabrizi', 'Franco Interlenghi', 'Valentina Cortese', 'Marcello Mastroianni', 'Broderick Crawford', 'Paolo Stoppa', 'Emma Gramatica', 'Francesco Golisano', 'Guglielmo Barnabò', 'Claudia Cardinale', 'Dirk Bogarde', 'Virna Lisi', 'Vittorio Gassman', 'Alida Valli', 'Alain Delon', 'Annie Girardot', 'Renato Salvatori', 'Shirley MacLaine', 'John McMartin', 'Edward G. Robinson', 'Terence Stamp', 'Ricardo Montalban', 'Brigitte Bardot', 'Enzo Staiola', 'Lamberto Maggiorani', 'Burt Lancaster', 'Loretta Young', 'Federico Fellini', 'Helmut Berger', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Sandra Milo', 'Brunella Bovo', 'Peppino De Filippo', 'Carla Del Poggio', 'Orson Welles', 'Eleonora Brown', 'Carlo Ninchi', 'Peter Sellers']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Boccaccio '70 --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Boccaccio '70 --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   1.362095
Path Entropy(↓):  2.553417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in a thousand acres
Start Entity:     A Thousand Acres
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '1959', '1993', '1985', '1967', '1935', '1974', '1984', '1977', '2007', '1968', '1998', '2009', '1933', '1951', '2004', '1982', '1994', '1932', '1983', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '1981', '2012', '2013', '1962', '1988', '1934', '1978', '2000', '1997', '1966', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1968
Predicted Path:   A Thousand Acres --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       A Thousand Acres --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   1.667541
Path Entropy(↓):  2.052028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Kate davis was the director on which movies
Start Entity:     Kate Davis
Gold Answer:      [['Stonewall Uprising']]
Predicted Ans:    Stonewall Uprising
Predicted Path:   Kate Davis --[(INV) directed_by]--> Stonewall Uprising --[directed_by]--> David Heilbroner --[(INV) directed_by]--> Stonewall Uprising
Path (Raw):       Kate Davis --[(INV) directed_by]--> Stonewall Uprising --[directed_by]--> David Heilbroner --[(INV) directed_by]--> Stonewall Uprising
Neg LogProb(↓):   0.238288
Path Entropy(↓):  0.516626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by stephen park fall under
Start Entity:     Stephen Park
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Stephen Park --[(INV) starred_actors]--> Grace --[has_genre]--> Horror
Path (Raw):       Stephen Park --[No Operation]--> Stephen Park --[(INV) starred_actors]--> Grace --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie the wings of eagles released
Start Entity:     The Wings of Eagles
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   The Wings of Eagles --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Path (Raw):       The Wings of Eagles --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Neg LogProb(↓):   2.785603
Path Entropy(↓):  4.285515
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with ken hughes
Start Entity:     Ken Hughes
Gold Answer:      [['Ian Fleming', 'Montgomery Hyde', 'John Furnell', 'Roald Dahl']]
Predicted Ans:    Ken Hughes
Predicted Path:   Ken Hughes --[(INV) written_by]--> The Trials of Oscar Wilde --[written_by]--> Ken Hughes
Path (Raw):       Ken Hughes --[No Operation]--> Ken Hughes --[(INV) written_by]--> The Trials of Oscar Wilde --[written_by]--> Ken Hughes
Neg LogProb(↓):   0.522854
Path Entropy(↓):  1.006289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does lee horsley star in
Start Entity:     Lee Horsley
Gold Answer:      [['The Sword and the Sorcerer']]
Predicted Ans:    The Sword and the Sorcerer
Predicted Path:   Lee Horsley --[(INV) starred_actors]--> The Sword and the Sorcerer --[starred_actors]--> Lee Horsley --[(INV) starred_actors]--> The Sword and the Sorcerer
Path (Raw):       Lee Horsley --[(INV) starred_actors]--> The Sword and the Sorcerer --[starred_actors]--> Lee Horsley --[(INV) starred_actors]--> The Sword and the Sorcerer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by rick rosenthal release
Start Entity:     Rick Rosenthal
Gold Answer:      [['1983', '1995', '1988', '2009', '1987', '2003', '1981']]
Predicted Ans:    1981
Predicted Path:   Rick Rosenthal --[(INV) directed_by]--> Halloween II --[release_year]--> 1981
Path (Raw):       Rick Rosenthal --[No Operation]--> Rick Rosenthal --[(INV) directed_by]--> Halloween II --[release_year]--> 1981
Neg LogProb(↓):   0.468597
Path Entropy(↓):  1.004608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of the chalk garden
Start Entity:     The Chalk Garden
Gold Answer:      [['I See a Dark Stranger', 'In Search of the Castaways', 'The Naked Edge', 'An Affair to Remember', 'The Night of the Iguana', 'Black Narcissus', "King Solomon's Mines", 'The Prisoner of Zenda', 'Eye of the Devil', 'Twisted Nerve', 'From Here to Eternity', 'Heaven Knows, Mr. Allison', 'The Moon-Spinners', 'The Hucksters', 'Take a Girl Like You', 'Bonjour Tristesse', 'Separate Tables', 'Tea and Sympathy', 'Dream Wife', 'Quo Vadis', 'The Parent Trap', 'The Gypsy Moths', 'The End of the Affair', 'Edward, My Son', 'Summer Magic', 'The Sundowners', 'The Innocents', 'The Journey', 'Pollyanna', 'The Arrangement', 'That Darn Cat!', 'The Grass Is Greener']]
Predicted Ans:    An Affair to Remember
Predicted Path:   The Chalk Garden --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> An Affair to Remember
Path (Raw):       The Chalk Garden --[starred_actors]--> Deborah Kerr --[No Operation]--> Deborah Kerr --[(INV) starred_actors]--> An Affair to Remember
Neg LogProb(↓):   0.722745
Path Entropy(↓):  1.108871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the last tycoon
Start Entity:     The Last Tycoon
Gold Answer:      [['Bruce Dern', 'Sarah Miles', 'Robert Young', 'Max von Sydow', 'Louis Koo', 'Van Johnson', 'Michael Gambon', 'Walter Pidgeon', 'Elizabeth Taylor', 'Alan Ladd', 'Faye Dunaway', 'Michael Caine', 'Aidan Quinn', 'Donna Reed', 'Alan Bates', 'Karen Black', 'Wendy Craig', 'Michael Redgrave', 'Samuel West', 'Macdonald Carey', 'Robert Redford', 'Glenda Jackson', 'Christien Anholt', 'Rupert Everett', 'Jeremy Irons', 'Jason Robards', 'Dirk Bogarde', 'Meryl Streep', 'James Fox', 'Ben Kingsley', 'Christopher Walken', 'Franchot Tone', 'Anne Bancroft', 'Natasha Richardson', 'Cate Blanchett', 'Laurence Olivier', 'Robert Taylor', 'Richie Jen', 'Betty Field', 'Mia Farrow', 'Jude Law', 'Senta Berger', 'Ruth Hussey', 'Elizabeth McGovern', 'Alec Guinness', 'Julie Christie', 'Hilton McRae', 'Brad Pitt', 'George Segal', 'Margaret Leighton', 'Harold Pinter', 'Margaret Sullavan', 'Peter Finch', 'Helen Mirren']]
Predicted Ans:    Mia Farrow
Predicted Path:   The Last Tycoon --[written_by]--> F. Scott Fitzgerald --[(INV) written_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Path (Raw):       The Last Tycoon --[written_by]--> F. Scott Fitzgerald --[(INV) written_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   1.409446
Path Entropy(↓):  2.076683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did trevor nunn direct
Start Entity:     Trevor Nunn
Gold Answer:      [['Lady Jane']]
Predicted Ans:    Lady Jane
Predicted Path:   Trevor Nunn --[(INV) directed_by]--> Lady Jane --[written_by]--> David Edgar --[(INV) written_by]--> Lady Jane
Path (Raw):       Trevor Nunn --[(INV) directed_by]--> Lady Jane --[written_by]--> David Edgar --[(INV) written_by]--> Lady Jane
Neg LogProb(↓):   0.000961
Path Entropy(↓):  0.007632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by arielle kebbel
Start Entity:     Arielle Kebbel
Gold Answer:      [['Christopher Farah', 'Takashi Shimizu', 'Stephen Susco']]
Predicted Ans:    Stephen Susco
Predicted Path:   Arielle Kebbel --[(INV) starred_actors]--> The Grudge 2 --[written_by]--> Stephen Susco
Path (Raw):       Arielle Kebbel --[No Operation]--> Arielle Kebbel --[(INV) starred_actors]--> The Grudge 2 --[written_by]--> Stephen Susco
Neg LogProb(↓):   0.235569
Path Entropy(↓):  0.660132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by paprika steen
Start Entity:     Paprika Steen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[has_genre]--> Drama
Path (Raw):       Paprika Steen --[No Operation]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[has_genre]--> Drama
Neg LogProb(↓):   0.000057
Path Entropy(↓):  0.000609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the return of the fly director release
Start Entity:     Return of the Fly
Gold Answer:      [['1958', '1956']]
Predicted Ans:    1956
Predicted Path:   Return of the Fly --[directed_by]--> Edward Bernds --[(INV) directed_by]--> World Without End --[release_year]--> 1956
Path (Raw):       Return of the Fly --[directed_by]--> Edward Bernds --[(INV) directed_by]--> World Without End --[release_year]--> 1956
Neg LogProb(↓):   0.437313
Path Entropy(↓):  0.942828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie heading south
Start Entity:     Heading South
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Heading South --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Heading South --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.765528
Path Entropy(↓):  4.344973
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by jeremy lin in
Start Entity:     Jeremy Lin
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jeremy Lin --[(INV) starred_actors]--> Linsanity --[has_genre]--> Documentary
Path (Raw):       Jeremy Lin --[No Operation]--> Jeremy Lin --[(INV) starred_actors]--> Linsanity --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by pierre seel
Start Entity:     Pierre Seel
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Pierre Seel --[(INV) starred_actors]--> Paragraph 175 --[in_language]--> French
Path (Raw):       Pierre Seel --[No Operation]--> Pierre Seel --[(INV) starred_actors]--> Paragraph 175 --[in_language]--> French
Neg LogProb(↓):   0.008753
Path Entropy(↓):  0.050010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by mason hoffenberg
Start Entity:     Mason Hoffenberg
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Mason Hoffenberg --[(INV) written_by]--> Candy --[has_genre]--> Drama
Path (Raw):       Mason Hoffenberg --[No Operation]--> Mason Hoffenberg --[(INV) written_by]--> Candy --[has_genre]--> Drama
Neg LogProb(↓):   0.011791
Path Entropy(↓):  0.063770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films tiresia are written by who
Start Entity:     Tiresia
Gold Answer:      [['Bertrand Bonello']]
Predicted Ans:    Bertrand Bonello
Predicted Path:   Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> Saint Laurent --[written_by]--> Bertrand Bonello
Path (Raw):       Tiresia --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> Saint Laurent --[written_by]--> Bertrand Bonello
Neg LogProb(↓):   0.590712
Path Entropy(↓):  0.713875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of even cowgirls get the blues
Start Entity:     Even Cowgirls Get the Blues
Gold Answer:      [['Asia Argento', 'Kelly Lynch', 'Scott Patrick Green', 'Casey Affleck', 'Keanu Reeves', 'Matt Dillon', 'River Phoenix', 'Lukas Haas', 'Matt Damon', 'Gabe Nevins', 'Michael Pitt', 'John Robinson', 'Alex Frost', 'Eric Deulen', 'Heather Graham']]
Predicted Ans:    Angie Dickinson
Predicted Path:   Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant --[(INV) written_by]--> Even Cowgirls Get the Blues --[starred_actors]--> Angie Dickinson
Path (Raw):       Even Cowgirls Get the Blues --[written_by]--> Gus Van Sant --[(INV) written_by]--> Even Cowgirls Get the Blues --[starred_actors]--> Angie Dickinson
Neg LogProb(↓):   0.076800
Path Entropy(↓):  0.402299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in grey gardens
Start Entity:     Grey Gardens
Gold Answer:      [['Jeanne Tripplehorn', 'Ken Howard', 'Jessica Lange', 'Drew Barrymore']]
Predicted Ans:    Gene Hackman
Predicted Path:   Grey Gardens --[starred_actors]--> Jeanne Tripplehorn --[(INV) starred_actors]--> The Firm --[starred_actors]--> Gene Hackman
Path (Raw):       Grey Gardens --[starred_actors]--> Jeanne Tripplehorn --[(INV) starred_actors]--> The Firm --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.686872
Path Entropy(↓):  1.161914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did andrew robertson act in
Start Entity:     Andrew Robertson
Gold Answer:      [['The Cement Garden']]
Predicted Ans:    I Do
Predicted Path:   Andrew Robertson --[(INV) starred_actors]--> The Cement Garden --[starred_actors]--> Charlotte Gainsbourg --[(INV) starred_actors]--> I Do
Path (Raw):       Andrew Robertson --[(INV) starred_actors]--> The Cement Garden --[starred_actors]--> Charlotte Gainsbourg --[(INV) starred_actors]--> I Do
Neg LogProb(↓):   0.030529
Path Entropy(↓):  0.151246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by albert dupontel were in which genres
Start Entity:     Albert Dupontel
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Albert Dupontel --[(INV) written_by]--> Bernie --[has_genre]--> Comedy
Path (Raw):       Albert Dupontel --[No Operation]--> Albert Dupontel --[(INV) written_by]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by maika monroe
Start Entity:     Maika Monroe
Gold Answer:      [['Adam Wingard']]
Predicted Ans:    Adam Wingard
Predicted Path:   Maika Monroe --[(INV) starred_actors]--> The Guest --[directed_by]--> Adam Wingard
Path (Raw):       Maika Monroe --[No Operation]--> Maika Monroe --[(INV) starred_actors]--> The Guest --[directed_by]--> Adam Wingard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in karan arjun
Start Entity:     Karan Arjun
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Karan Arjun --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Path (Raw):       Karan Arjun --[starred_actors]--> Salman Khan --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Neg LogProb(↓):   0.000470
Path Entropy(↓):  0.004625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Michael mayer directed which movies
Start Entity:     Michael Mayer
Gold Answer:      [['A Home at the End of the World', 'Out in the Dark', 'Flicka']]
Predicted Ans:    Out in the Dark
Predicted Path:   Michael Mayer --[(INV) directed_by]--> Flicka --[directed_by]--> Michael Mayer --[(INV) directed_by]--> Out in the Dark
Path (Raw):       Michael Mayer --[(INV) directed_by]--> Flicka --[directed_by]--> Michael Mayer --[(INV) directed_by]--> Out in the Dark
Neg LogProb(↓):   0.349839
Path Entropy(↓):  0.698963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed one way passage
Start Entity:     One Way Passage
Gold Answer:      [['Mickey Rooney', 'Tyrone Power', 'Martha Scott', 'Walter Pidgeon', 'Lana Turner', 'Greer Garson', 'Jessica Lange', 'Jack Nicholson', 'Gregory Peck', 'Wallace Beery', 'Lizabeth Scott', 'William Gargan', 'Marie Prevost', 'David Niven', 'Robert Mitchum', 'Hume Cronyn', 'Lewis Stone', 'Lionel Barrymore', 'Donald Crisp', 'Don Ameche', 'Joan Blondell', 'Robert Ryan', 'Cecil Kellaway', 'John Garfield', 'Sterling Holloway', 'Loretta Young', 'Gene Kelly', 'Barry Sullivan', 'Jean Harlow', 'Edmund Gwenn', 'Leslie Howard', 'Clark Gable', 'Warner Baxter', 'Humphrey Bogart', 'Thomas Meighan', 'Louis Wolheim']]
Predicted Ans:    Robert Mitchum
Predicted Path:   One Way Passage --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Path (Raw):       One Way Passage --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.260061
Path Entropy(↓):  0.919557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was fargo written by
Start Entity:     Fargo
Gold Answer:      [['Joel Coen', 'Ethan Coen']]
Predicted Ans:    Ethan Coen
Predicted Path:   Fargo --[written_by]--> Ethan Coen --[(INV) written_by]--> The Naked Man --[written_by]--> Ethan Coen
Path (Raw):       Fargo --[written_by]--> Ethan Coen --[(INV) written_by]--> The Naked Man --[written_by]--> Ethan Coen
Neg LogProb(↓):   0.768176
Path Entropy(↓):  1.517312
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in good will hunting
Start Entity:     Good Will Hunting
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1956', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    2003
Predicted Path:   Good Will Hunting --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Paycheck --[release_year]--> 2003
Path (Raw):       Good Will Hunting --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Paycheck --[release_year]--> 2003
Neg LogProb(↓):   1.157919
Path Entropy(↓):  2.680869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter r. wright campbell co - wrote movies with who
Start Entity:     R. Wright Campbell
Gold Answer:      [['Charles Beaumont', 'Edgar Allan Poe']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   R. Wright Campbell --[(INV) written_by]--> The Masque of the Red Death --[written_by]--> Edgar Allan Poe
Path (Raw):       R. Wright Campbell --[No Operation]--> R. Wright Campbell --[(INV) written_by]--> The Masque of the Red Death --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.010352
Path Entropy(↓):  0.061746
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the man with the golden arm actors release
Start Entity:     The Man with the Golden Arm
Gold Answer:      [['1980', '1970', '1954', '1944', '1959', '1967', '1984', '2007', '1968', '1963', '1957', '1951', '1953', '1947', '1956', '1948', '1961', '1955', '1962', '1964', '1949', '1966', '1950', '1960', '1991', '1965', '1945', '1952', '1958']]
Predicted Ans:    1952
Predicted Path:   The Man with the Golden Arm --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Scaramouche --[release_year]--> 1952
Path (Raw):       The Man with the Golden Arm --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Scaramouche --[release_year]--> 1952
Neg LogProb(↓):   0.896048
Path Entropy(↓):  1.584820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the second best exotic marigold hotel
Start Entity:     The Second Best Exotic Marigold Hotel
Gold Answer:      [['John Madden']]
Predicted Ans:    John Madden
Predicted Path:   The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> Ethan Frome --[directed_by]--> John Madden
Path (Raw):       The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> Ethan Frome --[directed_by]--> John Madden
Neg LogProb(↓):   0.318346
Path Entropy(↓):  0.589813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of runner runner
Start Entity:     Runner Runner
Gold Answer:      [['Michael Douglas', 'Susan Sarandon', 'Danny DeVito']]
Predicted Ans:    Ben Affleck
Predicted Path:   Runner Runner --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[starred_actors]--> Ben Affleck
Path (Raw):       Runner Runner --[written_by]--> Brian Koppelman --[(INV) written_by]--> Runner Runner --[starred_actors]--> Ben Affleck
Neg LogProb(↓):   0.003938
Path Entropy(↓):  0.029238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by brigitte fossey
Start Entity:     Brigitte Fossey
Gold Answer:      [['2001', '1983', '1977']]
Predicted Ans:    2001
Predicted Path:   Brigitte Fossey --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Path (Raw):       Brigitte Fossey --[No Operation]--> Brigitte Fossey --[(INV) starred_actors]--> Enigma --[release_year]--> 2001
Neg LogProb(↓):   0.936394
Path Entropy(↓):  1.179608
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of kal ho naa ho
Start Entity:     Kal Ho Naa Ho
Gold Answer:      [['Parineeta', 'Veer-Zaara', 'Agent Vinod', 'Being Cyrus', 'Salaam Namaste', 'Race', 'Hum Tum', 'Dil Chahta Hai', 'Koi... Mil Gaya', 'Chori Chori Chupke Chupke', 'Dil Se..']]
Predicted Ans:    Dil Chahta Hai
Predicted Path:   Kal Ho Naa Ho --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Dil Chahta Hai
Path (Raw):       Kal Ho Naa Ho --[starred_actors]--> Preity Zinta --[No Operation]--> Preity Zinta --[(INV) starred_actors]--> Dil Chahta Hai
Neg LogProb(↓):   0.552177
Path Entropy(↓):  1.601275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote veer - zaara
Start Entity:     Veer-Zaara
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Veer-Zaara --[written_by]--> Aditya Chopra --[(INV) written_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Path (Raw):       Veer-Zaara --[written_by]--> Aditya Chopra --[(INV) written_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Neg LogProb(↓):   0.051667
Path Entropy(↓):  0.253677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by julianne michelle were written by who
Start Entity:     Julianne Michelle
Gold Answer:      [['Michael Taverna', 'Kei Ôishi']]
Predicted Ans:    Kei Ôishi
Predicted Path:   Julianne Michelle --[(INV) starred_actors]--> Apartment 1303 3D --[written_by]--> Kei Ôishi
Path (Raw):       Julianne Michelle --[No Operation]--> Julianne Michelle --[(INV) starred_actors]--> Apartment 1303 3D --[written_by]--> Kei Ôishi
Neg LogProb(↓):   0.000805
Path Entropy(↓):  0.006539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by gary daniels
Start Entity:     Gary Daniels
Gold Answer:      [['Tony Randel']]
Predicted Ans:    Tony Randel
Predicted Path:   Gary Daniels --[(INV) starred_actors]--> Fist of the North Star --[directed_by]--> Tony Randel
Path (Raw):       Gary Daniels --[No Operation]--> Gary Daniels --[(INV) starred_actors]--> Fist of the North Star --[directed_by]--> Tony Randel
Neg LogProb(↓):   0.000824
Path Entropy(↓):  0.006673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of daniel wallace written movies
Start Entity:     Daniel Wallace
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Daniel Wallace --[(INV) written_by]--> Big Fish --[release_year]--> 2003
Path (Raw):       Daniel Wallace --[No Operation]--> Daniel Wallace --[(INV) written_by]--> Big Fish --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by david della rocco release
Start Entity:     David Della Rocco
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   David Della Rocco --[(INV) starred_actors]--> The Boondock Saints --[release_year]--> 1999
Path (Raw):       David Della Rocco --[No Operation]--> David Della Rocco --[(INV) starred_actors]--> The Boondock Saints --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe summer interlude
Start Entity:     Summer Interlude
Gold Answer:      [['ingmar bergman']]
Predicted Ans:    ingmar bergman
Predicted Path:   Summer Interlude --[has_tags]--> ingmar bergman --[(INV) has_tags]--> Face to Face --[has_tags]--> ingmar bergman
Path (Raw):       Summer Interlude --[has_tags]--> ingmar bergman --[(INV) has_tags]--> Face to Face --[has_tags]--> ingmar bergman
Neg LogProb(↓):   0.124338
Path Entropy(↓):  0.498920
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the repast director
Start Entity:     Repast
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Repast --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Apart from You --[has_genre]--> Drama
Path (Raw):       Repast --[directed_by]--> Mikio Naruse --[(INV) directed_by]--> Apart from You --[has_genre]--> Drama
Neg LogProb(↓):   0.097347
Path Entropy(↓):  0.324250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with monsignor fall under
Start Entity:     Monsignor
Gold Answer:      [['Romance', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Monsignor --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> The Thief of Paris --[has_genre]--> Crime
Path (Raw):       Monsignor --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> The Thief of Paris --[has_genre]--> Crime
Neg LogProb(↓):   0.294494
Path Entropy(↓):  0.786471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with steve coogan
Start Entity:     Steve Coogan
Gold Answer:      [['Jesse Bradford', 'Jackie Chan', 'Cécile De France', 'Lisa Kudrow', 'Bobby Cannavale', 'Hilary Duff', 'Olivia Thirlby', 'Julianne Moore', 'Judi Dench', 'Josh Peck', 'Alexander Skarsgård', 'Catherine Keener', 'Joanna Vanderham']]
Predicted Ans:    Judi Dench
Predicted Path:   Steve Coogan --[(INV) starred_actors]--> Philomena --[starred_actors]--> Judi Dench
Path (Raw):       Steve Coogan --[No Operation]--> Steve Coogan --[(INV) starred_actors]--> Philomena --[starred_actors]--> Judi Dench
Neg LogProb(↓):   1.174179
Path Entropy(↓):  1.112894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the ballad of jack and rose
Start Entity:     The Ballad of Jack and Rose
Gold Answer:      [['1995', '2009']]
Predicted Ans:    2005
Predicted Path:   The Ballad of Jack and Rose --[directed_by]--> Rebecca Miller --[(INV) directed_by]--> The Ballad of Jack and Rose --[release_year]--> 2005
Path (Raw):       The Ballad of Jack and Rose --[directed_by]--> Rebecca Miller --[(INV) directed_by]--> The Ballad of Jack and Rose --[release_year]--> 2005
Neg LogProb(↓):   0.234902
Path Entropy(↓):  0.615557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film the initiation was directed by who
Start Entity:     The Initiation
Gold Answer:      [['Larry Stewart']]
Predicted Ans:    Larry Stewart
Predicted Path:   The Initiation --[directed_by]--> Larry Stewart --[(INV) directed_by]--> The Initiation --[directed_by]--> Larry Stewart
Path (Raw):       The Initiation --[directed_by]--> Larry Stewart --[(INV) directed_by]--> The Initiation --[directed_by]--> Larry Stewart
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with a bucket of blood
Start Entity:     A Bucket of Blood
Gold Answer:      [['The Little Shop of Horrors', 'Beast from Haunted Cave', 'Attack of the Crab Monsters', 'Not of This Earth', 'Creature from the Haunted Sea']]
Predicted Ans:    The Little Shop of Horrors
Predicted Path:   A Bucket of Blood --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors
Path (Raw):       A Bucket of Blood --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[No Operation]--> The Little Shop of Horrors
Neg LogProb(↓):   1.824921
Path Entropy(↓):  2.598924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in false trail
Start Entity:     False Trail
Gold Answer:      [['Rolf Lassgård', 'Peter Stormare']]
Predicted Ans:    Rolf Lassgård
Predicted Path:   False Trail --[starred_actors]--> Rolf Lassgård --[(INV) starred_actors]--> False Trail --[starred_actors]--> Rolf Lassgård
Path (Raw):       False Trail --[starred_actors]--> Rolf Lassgård --[(INV) starred_actors]--> False Trail --[starred_actors]--> Rolf Lassgård
Neg LogProb(↓):   0.038580
Path Entropy(↓):  0.161796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by amrita rao
Start Entity:     Amrita Rao
Gold Answer:      [['Indra Kumar']]
Predicted Ans:    Indra Kumar
Predicted Path:   Amrita Rao --[(INV) starred_actors]--> Masti --[directed_by]--> Indra Kumar
Path (Raw):       Amrita Rao --[No Operation]--> Amrita Rao --[(INV) starred_actors]--> Masti --[directed_by]--> Indra Kumar
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by jason lew starred which actors
Start Entity:     Jason Lew
Gold Answer:      [['Mia Wasikowska', 'Laura Malmivaara', 'Mikko Nousiainen', 'Henry Hopper']]
Predicted Ans:    Mia Wasikowska
Predicted Path:   Jason Lew --[(INV) written_by]--> Restless --[starred_actors]--> Mia Wasikowska
Path (Raw):       Jason Lew --[No Operation]--> Jason Lew --[(INV) written_by]--> Restless --[starred_actors]--> Mia Wasikowska
Neg LogProb(↓):   0.001786
Path Entropy(↓):  0.013837
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the green mile also wrote movies
Start Entity:     The Green Mile
Gold Answer:      [['Riding the Bullet', 'Dolores Claiborne', 'Apt Pupil', 'The Dead Zone', "Dolan's Cadillac", "Cat's Eye", 'The Mist', 'The Shining', 'Creepshow', 'The Dark Half', 'The Blob', 'Carrie', 'Pet Sematary', 'Thinner', 'Quicksilver Highway', 'Creepshow 2', 'Stand by Me', 'The Lawnmower Man', 'Silver Bullet', 'The Mangler', 'Hearts in Atlantis', 'The Running Man', 'Secret Window', 'Needful Things', 'The Night Flier', 'Maximum Overdrive', 'Graveyard Shift', 'Firestarter', 'Misery', 'The Shawshank Redemption', 'Sleepwalkers', 'Christine', '1408', 'Dreamcatcher', 'Children of the Corn', 'Cujo']]
Predicted Ans:    Firestarter
Predicted Path:   The Green Mile --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter
Path (Raw):       The Green Mile --[written_by]--> Stephen King --[(INV) written_by]--> Firestarter --[No Operation]--> Firestarter
Neg LogProb(↓):   1.212443
Path Entropy(↓):  1.861511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of vivean gray acted films
Start Entity:     Vivean Gray
Gold Answer:      [['Cliff Green', 'Joan Lindsay']]
Predicted Ans:    Joan Lindsay
Predicted Path:   Vivean Gray --[(INV) starred_actors]--> Picnic at Hanging Rock --[written_by]--> Joan Lindsay
Path (Raw):       Vivean Gray --[No Operation]--> Vivean Gray --[(INV) starred_actors]--> Picnic at Hanging Rock --[written_by]--> Joan Lindsay
Neg LogProb(↓):   0.003434
Path Entropy(↓):  0.022880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director michel gondry
Start Entity:     Michel Gondry
Gold Answer:      [['Charlotte Gainsbourg', 'Patricia Arquette', 'Gael García Bernal', 'Rhys Ifans', 'Cameron Diaz', 'Romain Duris', 'Kate Winslet', 'Seth Rogen', 'Noam Chomsky', 'Elijah Wood', 'Tim Robbins', 'Alain Chabat', 'Jay Chou', 'Jack Black', 'Jim Carrey', 'Audrey Tautou', 'Danny Glover', 'Mia Farrow']]
Predicted Ans:    Michel Gondry
Predicted Path:   Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[starred_actors]--> Michel Gondry
Path (Raw):       Michel Gondry --[No Operation]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[starred_actors]--> Michel Gondry
Neg LogProb(↓):   0.086863
Path Entropy(↓):  0.376552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies starred by ice age actors release
Start Entity:     Ice Age
Gold Answer:      [['1995', '1998', '2000', '1968', '1997', '2001', '2003', '2012', '1993', '2004', '1996', '2010', '1965', '1994', '1999', '2002', '1927', '2014']]
Predicted Ans:    2000
Predicted Path:   Ice Age --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Path (Raw):       Ice Age --[starred_actors]--> Denis Leary --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   1.373503
Path Entropy(↓):  2.289032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by lucille benson
Start Entity:     Lucille Benson
Gold Answer:      [['Michael Kalesniko', 'Len Blum', 'Howard Stern']]
Predicted Ans:    Howard Stern
Predicted Path:   Lucille Benson --[(INV) starred_actors]--> Private Parts --[written_by]--> Howard Stern
Path (Raw):       Lucille Benson --[No Operation]--> Lucille Benson --[(INV) starred_actors]--> Private Parts --[written_by]--> Howard Stern
Neg LogProb(↓):   0.558435
Path Entropy(↓):  0.885237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to best foot forward
Start Entity:     Best Foot Forward
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Best Foot Forward --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Best Foot Forward --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.591573
Path Entropy(↓):  0.709137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the science of sleep
Start Entity:     The Science of Sleep
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   The Science of Sleep --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Human Nature --[in_language]--> French
Path (Raw):       The Science of Sleep --[directed_by]--> Michel Gondry --[(INV) directed_by]--> Human Nature --[in_language]--> French
Neg LogProb(↓):   0.000504
Path Entropy(↓):  0.004425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by madeleine ozeray
Start Entity:     Madeleine Ozeray
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Madeleine Ozeray --[(INV) starred_actors]--> Liliom --[has_genre]--> Fantasy
Path (Raw):       Madeleine Ozeray --[No Operation]--> Madeleine Ozeray --[(INV) starred_actors]--> Liliom --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by steve purcell
Start Entity:     Steve Purcell
Gold Answer:      [['Emma Thompson', 'Billy Connolly', 'Kelly Macdonald', 'Julie Walters']]
Predicted Ans:    Julie Walters
Predicted Path:   Steve Purcell --[(INV) written_by]--> Brave --[starred_actors]--> Julie Walters
Path (Raw):       Steve Purcell --[No Operation]--> Steve Purcell --[(INV) written_by]--> Brave --[starred_actors]--> Julie Walters
Neg LogProb(↓):   0.008519
Path Entropy(↓):  0.051153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the rains of ranchipur
Start Entity:     The Rains of Ranchipur
Gold Answer:      [['Clarence Brown', 'Tay Garnett']]
Predicted Ans:    Tay Garnett
Predicted Path:   The Rains of Ranchipur --[written_by]--> Louis Bromfield --[(INV) written_by]--> Mrs. Parkington --[directed_by]--> Tay Garnett
Path (Raw):       The Rains of Ranchipur --[written_by]--> Louis Bromfield --[(INV) written_by]--> Mrs. Parkington --[directed_by]--> Tay Garnett
Neg LogProb(↓):   0.195138
Path Entropy(↓):  0.636006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ian mckellen starred which actors
Start Entity:     Ian McKellen
Gold Answer:      [['Robert Downey Jr.', 'Jim Broadbent', 'Laurence Olivier', 'Annette Bening', 'Cedric Hardwicke']]
Predicted Ans:    Cedric Hardwicke
Predicted Path:   Ian McKellen --[(INV) written_by]--> Richard III --[starred_actors]--> Cedric Hardwicke
Path (Raw):       Ian McKellen --[No Operation]--> Ian McKellen --[(INV) written_by]--> Richard III --[starred_actors]--> Cedric Hardwicke
Neg LogProb(↓):   0.360853
Path Entropy(↓):  1.029682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the night strangler director
Start Entity:     The Night Strangler
Gold Answer:      [['Horror', 'Mystery', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   The Night Strangler --[directed_by]--> Dan Curtis --[(INV) directed_by]--> House of Dark Shadows --[has_genre]--> Horror
Path (Raw):       The Night Strangler --[directed_by]--> Dan Curtis --[(INV) directed_by]--> House of Dark Shadows --[has_genre]--> Horror
Neg LogProb(↓):   0.582147
Path Entropy(↓):  1.103830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie best laid plans
Start Entity:     Best Laid Plans
Gold Answer:      [['Mike Barker']]
Predicted Ans:    Mike Barker
Predicted Path:   Best Laid Plans --[directed_by]--> Mike Barker --[(INV) directed_by]--> A Good Woman --[directed_by]--> Mike Barker
Path (Raw):       Best Laid Plans --[directed_by]--> Mike Barker --[(INV) directed_by]--> A Good Woman --[directed_by]--> Mike Barker
Neg LogProb(↓):   0.000245
Path Entropy(↓):  0.002281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does claude akins appear in
Start Entity:     Claude Akins
Gold Answer:      [['A Man Called Sledge', 'Battle for the Planet of the Apes', 'Comanche Station']]
Predicted Ans:    The Gallant Hours
Predicted Path:   Claude Akins --[(INV) starred_actors]--> A Man Called Sledge --[starred_actors]--> Dennis Weaver --[(INV) starred_actors]--> The Gallant Hours
Path (Raw):       Claude Akins --[(INV) starred_actors]--> A Man Called Sledge --[starred_actors]--> Dennis Weaver --[(INV) starred_actors]--> The Gallant Hours
Neg LogProb(↓):   0.303582
Path Entropy(↓):  1.065856
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies directed by wojciech has
Start Entity:     Wojciech Has
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Wojciech Has --[(INV) directed_by]--> The Saragossa Manuscript --[in_language]--> Polish
Path (Raw):       Wojciech Has --[No Operation]--> Wojciech Has --[(INV) directed_by]--> The Saragossa Manuscript --[in_language]--> Polish
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie way out west were in which genres
Start Entity:     Way Out West
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Way Out West --[directed_by]--> James W. Horne --[(INV) directed_by]--> Way Out West --[has_genre]--> Comedy
Path (Raw):       Way Out West --[directed_by]--> James W. Horne --[(INV) directed_by]--> Way Out West --[has_genre]--> Comedy
Neg LogProb(↓):   0.167280
Path Entropy(↓):  0.571736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by ines paris release
Start Entity:     Inés París
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Inés París --[(INV) written_by]--> My Mother Likes Women --[release_year]--> 2002
Path (Raw):       Inés París --[No Operation]--> Inés París --[(INV) written_by]--> My Mother Likes Women --[release_year]--> 2002
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of la femme nikita
Start Entity:     La Femme Nikita
Gold Answer:      [['Camille Delamarre', 'McG', 'Gérard Krawczyk', 'Tim Story', 'Chris Nahon', 'Glenn Jordan', 'Pierre Morel', 'James Mather', 'Ettore Scola', 'Gérard Pirès', 'Luc Besson', 'Olivier Megaton', 'Espen Sandberg', 'Joachim Rønning', 'Louis Leterrier', 'Corey Yuen', 'John Badham']]
Predicted Ans:    Luc Besson
Predicted Path:   La Femme Nikita --[written_by]--> Luc Besson --[(INV) written_by]--> The Family --[directed_by]--> Luc Besson
Path (Raw):       La Femme Nikita --[written_by]--> Luc Besson --[(INV) written_by]--> The Family --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.548272
Path Entropy(↓):  1.305039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by jennifer hudson
Start Entity:     Jennifer Hudson
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Jennifer Hudson --[(INV) starred_actors]--> Black Nativity --[has_genre]--> Drama
Path (Raw):       Jennifer Hudson --[No Operation]--> Jennifer Hudson --[(INV) starred_actors]--> Black Nativity --[has_genre]--> Drama
Neg LogProb(↓):   0.083208
Path Entropy(↓):  0.279431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by frankie muniz were in which genres
Start Entity:     Frankie Muniz
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Frankie Muniz --[(INV) starred_actors]--> Big Fat Liar --[has_genre]--> Comedy
Path (Raw):       Frankie Muniz --[No Operation]--> Frankie Muniz --[(INV) starred_actors]--> Big Fat Liar --[has_genre]--> Comedy
Neg LogProb(↓):   0.024736
Path Entropy(↓):  0.114821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of harold pinter written movies
Start Entity:     Harold Pinter
Gold Answer:      [['1983', '1976', '1963', '1964', '2009', '1966', '1972', '1990', '1971', '1989', '1973', '1985', '1967', '1981', '2007']]
Predicted Ans:    1981
Predicted Path:   Harold Pinter --[(INV) written_by]--> The French Lieutenant's Woman --[release_year]--> 1981
Path (Raw):       Harold Pinter --[No Operation]--> Harold Pinter --[(INV) written_by]--> The French Lieutenant's Woman --[release_year]--> 1981
Neg LogProb(↓):   1.374494
Path Entropy(↓):  2.077807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by jon favreau
Start Entity:     Jon Favreau
Gold Answer:      [['Terrence Howard', 'Vince Vaughn', 'Don Cheadle', 'Bob Newhart', 'John Leguizamo', 'Gwyneth Paltrow', 'Will Ferrell', 'Scarlett Johansson', 'Jeff Bridges', 'James Caan']]
Predicted Ans:    John Leguizamo
Predicted Path:   Jon Favreau --[(INV) directed_by]--> Chef --[starred_actors]--> John Leguizamo
Path (Raw):       Jon Favreau --[No Operation]--> Jon Favreau --[(INV) directed_by]--> Chef --[starred_actors]--> John Leguizamo
Neg LogProb(↓):   0.016930
Path Entropy(↓):  0.096932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of monkey shines
Start Entity:     Monkey Shines
Gold Answer:      [['Karl Hardman', "Judith O'Dea", 'Duane Jones', 'Tom Savini', 'Maureen Stapleton', 'Radha Mitchell', 'Sarah Polley', 'Ving Rhames', 'Alan Van Sprang', 'Peter Stormare', 'Ken Foree', 'Amy Madigan', 'Adrienne Barbeau', 'Leslie Hope', 'Jake Weber', 'Janet Leigh', 'Timothy Olyphant', 'Harold Wayne Jones', 'Will MacMillan', 'Lane Carroll', 'Jason Flemyng', 'Timothy Hutton', 'Gaylen Ross', 'David Emge', 'Dick Van Dyke', 'Michael Rooker']]
Predicted Ans:    Jason Flemyng
Predicted Path:   Monkey Shines --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Path (Raw):       Monkey Shines --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Neg LogProb(↓):   0.628963
Path Entropy(↓):  0.952765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of lost in the desert
Start Entity:     Lost in the Desert
Gold Answer:      [['The Gods Must Be Crazy', 'The Gods Must Be Crazy II']]
Predicted Ans:    Lost in the Desert
Predicted Path:   Lost in the Desert --[written_by]--> Jamie Uys --[(INV) written_by]--> Lost in the Desert
Path (Raw):       Lost in the Desert --[No Operation]--> Lost in the Desert --[written_by]--> Jamie Uys --[(INV) written_by]--> Lost in the Desert
Neg LogProb(↓):   0.197078
Path Entropy(↓):  0.493106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote old school
Start Entity:     Old School
Gold Answer:      [['Zach Galifianakis', 'Ben Stiller', 'Jon Heder', 'Charles Grodin', 'Cybill Shepherd', 'Ed Helms', 'Billy Bob Thornton', 'Ian Carmichael', 'Justin Bartha', 'Audra Lindley', 'Michelle Monaghan', 'Bradley Cooper', 'Jeannie Berlin', 'Jerry Stiller']]
Predicted Ans:    Justin Bartha
Predicted Path:   Old School --[written_by]--> Todd Phillips --[(INV) written_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Path (Raw):       Old School --[written_by]--> Todd Phillips --[(INV) written_by]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Neg LogProb(↓):   0.133599
Path Entropy(↓):  0.460136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by sam spruell release
Start Entity:     Sam Spruell
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Sam Spruell --[(INV) starred_actors]--> Good People --[release_year]--> 2014
Path (Raw):       Sam Spruell --[No Operation]--> Sam Spruell --[(INV) starred_actors]--> Good People --[release_year]--> 2014
Neg LogProb(↓):   0.000073
Path Entropy(↓):  0.000769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film y tu mama tambien
Start Entity:     Y Tu Mamá También
Gold Answer:      [['Carlos Bolado', 'Milo Addica', 'Michel Gondry', 'Pedro Almodóvar', 'Gregory Jacobs', 'Hal Hartley', 'Alberto Granado', 'Lukas Moodysson', 'Antonio Skármeta', 'James Marsh', 'Steven Soderbergh', 'Avi Korine', 'Carlos Cuarón', 'Harmony Korine']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Y Tu Mamá También --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Path (Raw):       Y Tu Mamá También --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.129514
Path Entropy(↓):  0.495938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the constant gardener
Start Entity:     The Constant Gardener
Gold Answer:      [['James Fox', 'Richard Burton', 'Oskar Werner', 'Sean Connery', 'Geoffrey Rush', 'Mark Strong', 'Pierce Brosnan', 'Claire Bloom', 'Philip Seymour Hoffman', 'Michelle Pfeiffer', 'Roy Scheider', 'Jamie Lee Curtis', 'John Hurt']]
Predicted Ans:    Richard Burton
Predicted Path:   The Constant Gardener --[written_by]--> John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Path (Raw):       The Constant Gardener --[written_by]--> John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.049034
Path Entropy(↓):  0.267735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in ice cream man
Start Entity:     Ice Cream Man
Gold Answer:      [['Allan Arkush']]
Predicted Ans:    Allan Arkush
Predicted Path:   Ice Cream Man --[starred_actors]--> Clint Howard --[(INV) starred_actors]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Path (Raw):       Ice Cream Man --[starred_actors]--> Clint Howard --[(INV) starred_actors]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with doug swander
Start Entity:     Doug Swander
Gold Answer:      [['Tim Colceri', 'Kathleen LaGue', 'Simon Page']]
Predicted Ans:    Simon Page
Predicted Path:   Doug Swander --[(INV) starred_actors]--> Razortooth --[starred_actors]--> Simon Page
Path (Raw):       Doug Swander --[No Operation]--> Doug Swander --[(INV) starred_actors]--> Razortooth --[starred_actors]--> Simon Page
Neg LogProb(↓):   0.137362
Path Entropy(↓):  0.421795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the sea of grass written by
Start Entity:     The Sea of Grass
Gold Answer:      [['Conrad Richter']]
Predicted Ans:    Conrad Richter
Predicted Path:   The Sea of Grass --[written_by]--> Conrad Richter --[(INV) written_by]--> The Sea of Grass --[written_by]--> Conrad Richter
Path (Raw):       The Sea of Grass --[written_by]--> Conrad Richter --[(INV) written_by]--> The Sea of Grass --[written_by]--> Conrad Richter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie flashpoint
Start Entity:     Flashpoint
Gold Answer:      [['George Cukor', 'Paul Mazursky', 'Milton Moses Ginsberg', 'Michael Crichton', 'Simon Wincer', 'William A. Wellman', 'Michael Anderson', 'John Erman', 'Nicolas Roeg', 'Lewis Milestone', 'Ira Sachs', 'Jerry Schatzberg', 'Alan Rudolph', 'Don Coscarelli', 'Stephen Sommers', 'Charles Martin Smith', 'Michael Cimino', 'Ulu Grosbard', 'Glenn Jordan', 'Andrew Fleming', 'Don Siegel', 'Sidney Lumet', 'James Ivory', 'Daryl Duke', 'Peter Skillman Odiorne', 'Cornel Wilde', 'Michael Ritchie', 'Sam Peckinpah', 'Lewis John Carlino', 'Robert M. Young', 'Elia Kazan', 'Alan J. Pakula', 'Robby Henson']]
Predicted Ans:    Cornel Wilde
Predicted Path:   Flashpoint --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[directed_by]--> Cornel Wilde
Path (Raw):       Flashpoint --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[directed_by]--> Cornel Wilde
Neg LogProb(↓):   0.067684
Path Entropy(↓):  0.295368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by heywood gould in
Start Entity:     Heywood Gould
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Heywood Gould --[(INV) written_by]--> One Good Cop --[has_genre]--> Drama
Path (Raw):       Heywood Gould --[No Operation]--> Heywood Gould --[(INV) written_by]--> One Good Cop --[has_genre]--> Drama
Neg LogProb(↓):   0.024053
Path Entropy(↓):  0.112493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of sylvia sichel written films
Start Entity:     Sylvia Sichel
Gold Answer:      [['Alex Sichel']]
Predicted Ans:    Alex Sichel
Predicted Path:   Sylvia Sichel --[(INV) written_by]--> All Over Me --[directed_by]--> Alex Sichel
Path (Raw):       Sylvia Sichel --[No Operation]--> Sylvia Sichel --[(INV) written_by]--> All Over Me --[directed_by]--> Alex Sichel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of what's love got to do with it
Start Entity:     What's Love Got to Do with It
Gold Answer:      [['Set It Off']]
Predicted Ans:    Drama
Predicted Path:   What's Love Got to Do with It --[written_by]--> Kate Lanier --[(INV) written_by]--> What's Love Got to Do with It --[has_genre]--> Drama
Path (Raw):       What's Love Got to Do with It --[written_by]--> Kate Lanier --[(INV) written_by]--> What's Love Got to Do with It --[has_genre]--> Drama
Neg LogProb(↓):   0.578481
Path Entropy(↓):  1.101019
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by vincent mceveety were written by who
Start Entity:     Vincent McEveety
Gold Answer:      [['Richard M. Bluel', 'Don Tait']]
Predicted Ans:    Vincent McEveety
Predicted Path:   Vincent McEveety --[(INV) directed_by]--> Firecreek --[directed_by]--> Vincent McEveety
Path (Raw):       Vincent McEveety --[No Operation]--> Vincent McEveety --[(INV) directed_by]--> Firecreek --[directed_by]--> Vincent McEveety
Neg LogProb(↓):   0.000603
Path Entropy(↓):  0.005436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies starred by ernest thesiger
Start Entity:     Ernest Thesiger
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Ernest Thesiger --[(INV) starred_actors]--> The Ghoul --[has_genre]--> Horror
Path (Raw):       Ernest Thesiger --[No Operation]--> Ernest Thesiger --[(INV) starred_actors]--> The Ghoul --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with behind the sun were released in which years
Start Entity:     Behind the Sun
Gold Answer:      [['1996', '1998', '1939', '2006']]
Predicted Ans:    2006
Predicted Path:   Behind the Sun --[written_by]--> Walter Salles --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       Behind the Sun --[written_by]--> Walter Salles --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.405672
Path Entropy(↓):  0.684862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of queen of hearts
Start Entity:     Queen of Hearts
Gold Answer:      [['Sean Connery', 'Sigourney Weaver', 'Paul Bettany', 'Bill Pullman', 'Holly Hunter', 'Dermot Mulroney', 'Martha West', 'Richard Gere', 'Bill Murray', 'Jodie Foster', 'James Earl Jones']]
Predicted Ans:    Paul Bettany
Predicted Path:   Queen of Hearts --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Creation --[starred_actors]--> Paul Bettany
Path (Raw):       Queen of Hearts --[directed_by]--> Jon Amiel --[(INV) directed_by]--> Creation --[starred_actors]--> Paul Bettany
Neg LogProb(↓):   0.043729
Path Entropy(↓):  0.208529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the haunted
Start Entity:     The Haunted
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   The Haunted --[directed_by]--> Robert Mandel --[(INV) directed_by]--> The Substitute --[in_language]--> Danish
Path (Raw):       The Haunted --[directed_by]--> Robert Mandel --[(INV) directed_by]--> The Substitute --[in_language]--> Danish
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000190
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with evalyn knapp
Start Entity:     Evalyn Knapp
Gold Answer:      [['John Wayne']]
Predicted Ans:    John Wayne
Predicted Path:   Evalyn Knapp --[(INV) starred_actors]--> His Private Secretary --[starred_actors]--> John Wayne
Path (Raw):       Evalyn Knapp --[No Operation]--> Evalyn Knapp --[(INV) starred_actors]--> His Private Secretary --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of caterina in the big city
Start Entity:     Caterina in the Big City
Gold Answer:      [['Human Capital', 'The First Beautiful Thing']]
Predicted Ans:    Human Capital
Predicted Path:   Caterina in the Big City --[directed_by]--> Paolo Virzì --[(INV) directed_by]--> Human Capital
Path (Raw):       Caterina in the Big City --[directed_by]--> Paolo Virzì --[(INV) directed_by]--> Human Capital --[No Operation]--> Human Capital
Neg LogProb(↓):   0.179267
Path Entropy(↓):  0.513241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie frailty starred who
Start Entity:     Frailty
Gold Answer:      [['Bill Paxton', 'Matthew McConaughey']]
Predicted Ans:    Sandrine Bonnaire
Predicted Path:   Frailty --[starred_actors]--> Bill Paxton --[(INV) starred_actors]--> Resistance --[starred_actors]--> Sandrine Bonnaire
Path (Raw):       Frailty --[starred_actors]--> Bill Paxton --[(INV) starred_actors]--> Resistance --[starred_actors]--> Sandrine Bonnaire
Neg LogProb(↓):   0.850813
Path Entropy(↓):  1.781170
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the movie zift
Start Entity:     Zift
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Zift --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Zift --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.297930
Path Entropy(↓):  4.641176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the deal
Start Entity:     The Deal
Gold Answer:      [['French']]
Predicted Ans:    Thriller
Predicted Path:   The Deal --[written_by]--> William H. Macy --[(INV) written_by]--> Above Suspicion --[has_genre]--> Thriller
Path (Raw):       The Deal --[written_by]--> William H. Macy --[(INV) written_by]--> Above Suspicion --[has_genre]--> Thriller
Neg LogProb(↓):   0.391871
Path Entropy(↓):  1.032645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of jean gruault written films
Start Entity:     Jean Gruault
Gold Answer:      [['Alain Resnais']]
Predicted Ans:    Alain Resnais
Predicted Path:   Jean Gruault --[(INV) written_by]--> Life Is a Bed of Roses --[directed_by]--> Alain Resnais
Path (Raw):       Jean Gruault --[No Operation]--> Jean Gruault --[(INV) written_by]--> Life Is a Bed of Roses --[directed_by]--> Alain Resnais
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of dead air
Start Entity:     Dead Air
Gold Answer:      [['Alex Orwell']]
Predicted Ans:    Alex Orwell
Predicted Path:   Dead Air --[written_by]--> Kenny Yakkel --[(INV) written_by]--> The Task --[directed_by]--> Alex Orwell
Path (Raw):       Dead Air --[written_by]--> Kenny Yakkel --[(INV) written_by]--> The Task --[directed_by]--> Alex Orwell
Neg LogProb(↓):   0.665606
Path Entropy(↓):  0.692757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor adam goldberg appeared in the same movie with who
Start Entity:     Adam Goldberg
Gold Answer:      [['Jesse Bradford', 'Judy Greer', 'Mia Kirshner', 'Mario Van Peebles', 'Marley Shelton', 'Emily VanCamp', 'Richard Jenkins', 'Dan Byrd', 'David Krumholtz', 'Eion Bailey', 'Andy Dick']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   Adam Goldberg --[(INV) starred_actors]--> The Hebrew Hammer --[starred_actors]--> Mario Van Peebles
Path (Raw):       Adam Goldberg --[No Operation]--> Adam Goldberg --[(INV) starred_actors]--> The Hebrew Hammer --[starred_actors]--> Mario Van Peebles
Neg LogProb(↓):   0.001026
Path Entropy(↓):  0.008407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of killing zoe is also the director of which movies
Start Entity:     Killing Zoe
Gold Answer:      [['The Rules of Attraction']]
Predicted Ans:    The Rules of Attraction
Predicted Path:   Killing Zoe --[directed_by]--> Roger Avary --[(INV) directed_by]--> The Rules of Attraction
Path (Raw):       Killing Zoe --[directed_by]--> Roger Avary --[(INV) directed_by]--> The Rules of Attraction --[No Operation]--> The Rules of Attraction
Neg LogProb(↓):   0.146478
Path Entropy(↓):  0.398108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by mark tonderai
Start Entity:     Mark Tonderai
Gold Answer:      [['Hush', 'House at the End of the Street']]
Predicted Ans:    Hush
Predicted Path:   Mark Tonderai --[(INV) directed_by]--> Hush --[directed_by]--> Mark Tonderai --[(INV) directed_by]--> Hush
Path (Raw):       Mark Tonderai --[(INV) directed_by]--> Hush --[directed_by]--> Mark Tonderai --[(INV) directed_by]--> Hush
Neg LogProb(↓):   0.000268
Path Entropy(↓):  0.002790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote adopted
Start Entity:     Adopted
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adopted --[written_by]--> Pauly Shore --[(INV) written_by]--> Pauly Shore Is Dead --[has_genre]--> Comedy
Path (Raw):       Adopted --[written_by]--> Pauly Shore --[(INV) written_by]--> Pauly Shore Is Dead --[has_genre]--> Comedy
Neg LogProb(↓):   0.000424
Path Entropy(↓):  0.003714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the hotel new hampshire were in which genres
Start Entity:     The Hotel New Hampshire
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'History']]
Predicted Ans:    Drama
Predicted Path:   The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Look Back in Anger --[has_genre]--> Drama
Path (Raw):       The Hotel New Hampshire --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Look Back in Anger --[has_genre]--> Drama
Neg LogProb(↓):   0.723877
Path Entropy(↓):  1.659825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of rex harrison acted films
Start Entity:     Rex Harrison
Gold Answer:      [['Ronald Neame', 'George Bernard Shaw', 'Janet Green', 'Edgar Lustgarten', 'Preston Sturges', 'David Lean', 'Waldemar Young', 'Vincent Lawrence', 'Barry Levinson', 'Thomas Sterling', 'Frank Launder', 'Ben Jonson', 'Charles Laughton', 'Sidney Buchman', 'Ranald MacDougall', 'Gordon Wellesley', 'Frederick Knott', 'Hugh Lofting', 'Leslie Bricusse', 'Margaret Landon', 'Robert Klane', 'Valerie Curtin', 'Irving Stone', 'Sidney Gilliat', 'Bartlett Cormack', 'Eduardo Mignogna', 'Julius J. Epstein', 'Joseph L. Mankiewicz', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    Frank Launder
Predicted Path:   Rex Harrison --[(INV) starred_actors]--> Night Train to Munich --[written_by]--> Frank Launder
Path (Raw):       Rex Harrison --[No Operation]--> Rex Harrison --[(INV) starred_actors]--> Night Train to Munich --[written_by]--> Frank Launder
Neg LogProb(↓):   1.571526
Path Entropy(↓):  1.547987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film back in business
Start Entity:     Back in Business
Gold Answer:      [['Rusty Cundieff']]
Predicted Ans:    Rusty Cundieff
Predicted Path:   Back in Business --[starred_actors]--> Joe Torry --[(INV) starred_actors]--> Sprung --[directed_by]--> Rusty Cundieff
Path (Raw):       Back in Business --[starred_actors]--> Joe Torry --[(INV) starred_actors]--> Sprung --[directed_by]--> Rusty Cundieff
Neg LogProb(↓):   0.001905
Path Entropy(↓):  0.015043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by eduardo verastegui were released in which years
Start Entity:     Eduardo Verástegui
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Eduardo Verástegui --[(INV) starred_actors]--> Chasing Papi --[release_year]--> 2003
Path (Raw):       Eduardo Verástegui --[No Operation]--> Eduardo Verástegui --[(INV) starred_actors]--> Chasing Papi --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by howard teichmann
Start Entity:     Howard Teichmann
Gold Answer:      [['Richard Quine', 'Vincent J. Donehue']]
Predicted Ans:    Vincent J. Donehue
Predicted Path:   Howard Teichmann --[(INV) written_by]--> Lonelyhearts --[directed_by]--> Vincent J. Donehue
Path (Raw):       Howard Teichmann --[No Operation]--> Howard Teichmann --[(INV) written_by]--> Lonelyhearts --[directed_by]--> Vincent J. Donehue
Neg LogProb(↓):   0.000843
Path Entropy(↓):  0.006807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by bruno kirby were in which genres
Start Entity:     Bruno Kirby
Gold Answer:      [['Romance', 'Western', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bruno Kirby --[(INV) starred_actors]--> Donnie Brasco --[has_genre]--> Drama
Path (Raw):       Bruno Kirby --[No Operation]--> Bruno Kirby --[(INV) starred_actors]--> Donnie Brasco --[has_genre]--> Drama
Neg LogProb(↓):   0.103822
Path Entropy(↓):  0.360530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie the storage
Start Entity:     The Storage
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Storage --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Storage --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.928936
Path Entropy(↓):  4.659594
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film broken embraces were in which genres
Start Entity:     Broken Embraces
Gold Answer:      [['Drama', 'Thriller', 'Mystery', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Broken Embraces --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[has_genre]--> Drama
Path (Raw):       Broken Embraces --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[has_genre]--> Drama
Neg LogProb(↓):   0.548257
Path Entropy(↓):  1.210574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does kelly clarkson appear in
Start Entity:     Kelly Clarkson
Gold Answer:      [['From Justin to Kelly']]
Predicted Ans:    From Justin to Kelly
Predicted Path:   Kelly Clarkson --[(INV) starred_actors]--> From Justin to Kelly --[starred_actors]--> Justin Guarini --[(INV) starred_actors]--> From Justin to Kelly
Path (Raw):       Kelly Clarkson --[(INV) starred_actors]--> From Justin to Kelly --[starred_actors]--> Justin Guarini --[(INV) starred_actors]--> From Justin to Kelly
Neg LogProb(↓):   0.199071
Path Entropy(↓):  0.472163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of it's always fair weather
Start Entity:     It's Always Fair Weather
Gold Answer:      [['Gene Kelly', 'Stanley Donen']]
Predicted Ans:    Gene Kelly
Predicted Path:   It's Always Fair Weather --[directed_by]--> Gene Kelly --[(INV) directed_by]--> Gigot --[directed_by]--> Gene Kelly
Path (Raw):       It's Always Fair Weather --[directed_by]--> Gene Kelly --[(INV) directed_by]--> Gigot --[directed_by]--> Gene Kelly
Neg LogProb(↓):   0.542046
Path Entropy(↓):  0.911937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is bringing up baby
Start Entity:     Bringing Up Baby
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bringing Up Baby --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Bringing Up Baby --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.214667
Path Entropy(↓):  4.429475
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie alvin and the chipmunks are written by who
Start Entity:     Alvin and the Chipmunks
Gold Answer:      [['James Greer', 'Jonathan Bernstein', 'Mark Blackwell', 'David L. Watts']]
Predicted Ans:    Ross Bagdasarian
Predicted Path:   Alvin and the Chipmunks --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[written_by]--> Ross Bagdasarian
Path (Raw):       Alvin and the Chipmunks --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[written_by]--> Ross Bagdasarian
Neg LogProb(↓):   0.495901
Path Entropy(↓):  0.945404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in the greatest show on earth
Start Entity:     The Greatest Show on Earth
Gold Answer:      [['William Dieterle', 'Mike Newell', 'Cecil B. DeMille', 'Lew Landers', 'John Huston', 'Henry Levin', 'Basil Dearden', 'Rudolph Maté', 'Lewis Allen', 'Richard Fleischer', 'Richard C. Sarafian', 'William A. Wellman', 'Michael Anderson', 'Guy Green', 'Tom Gries', 'Preston Sturges', 'Jean Negulesco', 'Leslie Fenton', 'Rouben Mamoulian', 'Alex Proyas', 'Hal Walker', 'Carol Reed', 'King Vidor', 'Charlton Heston', 'Otto Preminger', 'John M. Stahl', 'Jack Smight', 'John Ford', 'Henry Hathaway', 'Ken Annakin', 'George Marshall', 'Nicholas Ray', 'Mark Robson', 'Boris Sagal', 'Anthony Mann', 'Byron Haskin', 'George Sidney', 'Henry King', 'Rowdy Herrington', 'Franklin J. Schaffner', 'Douglas Sirk', 'Larry Peerce', 'Elliott Nugent', 'Victor Schertzinger', 'Tim Burton', 'John Guillermin', 'William Wyler', 'Nick Murphy', 'Norman Jewison', 'Charles Vidor', 'Charles Marquis Warren', 'Orson Welles', 'David Butler', 'Cornel Wilde', 'Sam Peckinpah', 'George Stevens', 'Norman Z. McLeod', 'Fraser Clarke Heston']]
Predicted Ans:    Fraser Clarke Heston
Predicted Path:   The Greatest Show on Earth --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Treasure Island --[directed_by]--> Fraser Clarke Heston
Path (Raw):       The Greatest Show on Earth --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Treasure Island --[directed_by]--> Fraser Clarke Heston
Neg LogProb(↓):   1.575239
Path Entropy(↓):  2.517917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by joao falcao in
Start Entity:     João Falcão
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   João Falcão --[(INV) written_by]--> A Dog's Will --[has_genre]--> Comedy
Path (Raw):       João Falcão --[No Operation]--> João Falcão --[(INV) written_by]--> A Dog's Will --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed butterfly kiss
Start Entity:     Butterfly Kiss
Gold Answer:      [['Angelina Jolie', 'Robert Carlyle', 'Freida Pinto', 'Steve Coogan', 'Riz Ahmed', 'Casey Affleck', 'Naomi Klein', 'Jessica Alba', 'Molly Parker', 'Val Kilmer', 'Gina McKee', 'Jamal Udin Torabi', 'Shirley Henderson', 'Enayatullah', 'Kate Bosworth', 'Kate Hudson', 'Dan Futterman', 'Archie Panjabi']]
Predicted Ans:    Robert Carlyle
Predicted Path:   Butterfly Kiss --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[starred_actors]--> Robert Carlyle
Path (Raw):       Butterfly Kiss --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.045259
Path Entropy(↓):  0.237334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by jonathan holiff in
Start Entity:     Jonathan Holiff
Gold Answer:      [['Documentary', 'Music']]
Predicted Ans:    Documentary
Predicted Path:   Jonathan Holiff --[(INV) written_by]--> My Father and the Man in Black --[has_genre]--> Documentary
Path (Raw):       Jonathan Holiff --[No Operation]--> Jonathan Holiff --[(INV) written_by]--> My Father and the Man in Black --[has_genre]--> Documentary
Neg LogProb(↓):   0.000179
Path Entropy(↓):  0.001746
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by larry ferguson
Start Entity:     Larry Ferguson
Gold Answer:      [['Beyond the Law']]
Predicted Ans:    Beyond the Law
Predicted Path:   Larry Ferguson --[(INV) written_by]--> Beyond the Law --[written_by]--> Larry Ferguson --[(INV) written_by]--> Beyond the Law
Path (Raw):       Larry Ferguson --[(INV) written_by]--> Beyond the Law --[written_by]--> Larry Ferguson --[(INV) written_by]--> Beyond the Law
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor kate reid starred together with who
Start Entity:     Kate Reid
Gold Answer:      [['John Malkovich', 'Lee J. Cobb', 'Mildred Dunnock', 'Charles Bronson', 'Stephen Lang', 'Arthur Hill', 'Dustin Hoffman', 'Robert Redford', 'Michel Piccoli', 'Susan Sarandon', 'David Wayne', 'Natalie Wood', 'Burt Lancaster', 'James Olson']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Kate Reid --[(INV) starred_actors]--> Atlantic City --[starred_actors]--> Burt Lancaster
Path (Raw):       Kate Reid --[No Operation]--> Kate Reid --[(INV) starred_actors]--> Atlantic City --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.088406
Path Entropy(↓):  0.347701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with ben ames williams
Start Entity:     Ben Ames Williams
Gold Answer:      [['Jo Swerling', 'Harry Brown', 'Ted Shane']]
Predicted Ans:    Ben Ames Williams
Predicted Path:   Ben Ames Williams --[(INV) written_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Path (Raw):       Ben Ames Williams --[No Operation]--> Ben Ames Williams --[(INV) written_by]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Neg LogProb(↓):   0.042924
Path Entropy(↓):  0.174489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by heather sears were written by who
Start Entity:     Heather Sears
Gold Answer:      [['Neil Paterson', 'John Braine', 'Charles Kaufman', 'Nicholas Monsarrat']]
Predicted Ans:    Neil Paterson
Predicted Path:   Heather Sears --[(INV) starred_actors]--> Room at the Top --[written_by]--> Neil Paterson
Path (Raw):       Heather Sears --[No Operation]--> Heather Sears --[(INV) starred_actors]--> Room at the Top --[written_by]--> Neil Paterson
Neg LogProb(↓):   0.429998
Path Entropy(↓):  0.791527
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of straight time also directed which films
Start Entity:     Straight Time
Gold Answer:      [['Falling in Love', 'Quartet', 'True Confessions', 'The Deep End of the Ocean', 'Who Is Harry Kellerman and Why Is He Saying Those Terrible Things About Me?', 'The Subject Was Roses', 'Georgia']]
Predicted Ans:    Straight Time
Predicted Path:   Straight Time --[directed_by]--> Dustin Hoffman --[(INV) directed_by]--> Straight Time
Path (Raw):       Straight Time --[directed_by]--> Dustin Hoffman --[(INV) directed_by]--> Straight Time --[No Operation]--> Straight Time
Neg LogProb(↓):   0.608816
Path Entropy(↓):  0.750209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of chef is also the director of which movies
Start Entity:     Chef
Gold Answer:      [['Iron Man', 'Iron Man 2', 'Elf', 'Made']]
Predicted Ans:    Chef
Predicted Path:   Chef --[directed_by]--> Jon Favreau --[(INV) directed_by]--> Chef
Path (Raw):       Chef --[directed_by]--> Jon Favreau --[(INV) directed_by]--> Chef --[No Operation]--> Chef
Neg LogProb(↓):   0.650045
Path Entropy(↓):  0.761328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in home alone 3
Start Entity:     Home Alone 3
Gold Answer:      [['Shirley MacLaine', 'Tim Hill', 'Michael Hoffman']]
Predicted Ans:    Raja Gosnell
Predicted Path:   Home Alone 3 --[starred_actors]--> Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[directed_by]--> Raja Gosnell
Path (Raw):       Home Alone 3 --[starred_actors]--> Alex D. Linz --[(INV) starred_actors]--> Home Alone 3 --[directed_by]--> Raja Gosnell
Neg LogProb(↓):   0.017565
Path Entropy(↓):  0.101315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of noah miller directed movies
Start Entity:     Noah Miller
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Noah Miller --[(INV) directed_by]--> Sweetwater --[release_year]--> 2013
Path (Raw):       Noah Miller --[No Operation]--> Noah Miller --[(INV) directed_by]--> Sweetwater --[release_year]--> 2013
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did shaun dooley act in
Start Entity:     Shaun Dooley
Gold Answer:      [['Offender']]
Predicted Ans:    Offender
Predicted Path:   Shaun Dooley --[(INV) starred_actors]--> Offender --[starred_actors]--> Joe Cole --[(INV) starred_actors]--> Offender
Path (Raw):       Shaun Dooley --[(INV) starred_actors]--> Offender --[starred_actors]--> Joe Cole --[(INV) starred_actors]--> Offender
Neg LogProb(↓):   0.002004
Path Entropy(↓):  0.015272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by jerry wald
Start Entity:     Jerry Wald
Gold Answer:      [['Humphrey Bogart', 'Gladys George', 'Priscilla Lane', 'James Cagney']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Jerry Wald --[(INV) written_by]--> The Roaring Twenties --[starred_actors]--> Humphrey Bogart
Path (Raw):       Jerry Wald --[No Operation]--> Jerry Wald --[(INV) written_by]--> The Roaring Twenties --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.027976
Path Entropy(↓):  0.126479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the lusty men
Start Entity:     The Lusty Men
Gold Answer:      [['1969']]
Predicted Ans:    1952
Predicted Path:   The Lusty Men --[written_by]--> David Dortort --[(INV) written_by]--> The Lusty Men --[release_year]--> 1952
Path (Raw):       The Lusty Men --[written_by]--> David Dortort --[(INV) written_by]--> The Lusty Men --[release_year]--> 1952
Neg LogProb(↓):   0.592792
Path Entropy(↓):  1.020379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of cold turkey
Start Entity:     Cold Turkey
Gold Answer:      [['Jean Simmons', 'Debbie Reynolds', 'Frank Sinatra', 'Dick Van Dyke', 'Jason Robards']]
Predicted Ans:    Dick Van Dyke
Predicted Path:   Cold Turkey --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style --[starred_actors]--> Dick Van Dyke
Path (Raw):       Cold Turkey --[written_by]--> Norman Lear --[(INV) written_by]--> Divorce American Style --[starred_actors]--> Dick Van Dyke
Neg LogProb(↓):   0.369371
Path Entropy(↓):  1.023859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by caity lotz released
Start Entity:     Caity Lotz
Gold Answer:      [['2012', '2013']]
Predicted Ans:    2013
Predicted Path:   Caity Lotz --[(INV) starred_actors]--> The Machine --[release_year]--> 2013
Path (Raw):       Caity Lotz --[No Operation]--> Caity Lotz --[(INV) starred_actors]--> The Machine --[release_year]--> 2013
Neg LogProb(↓):   0.002939
Path Entropy(↓):  0.020432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie hercules starred who
Start Entity:     Hercules
Gold Answer:      [['Ian McShane', 'Dwayne Johnson', 'John Hurt']]
Predicted Ans:    Dwayne Johnson
Predicted Path:   Hercules --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Faster --[starred_actors]--> Dwayne Johnson
Path (Raw):       Hercules --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Faster --[starred_actors]--> Dwayne Johnson
Neg LogProb(↓):   0.097029
Path Entropy(↓):  0.428006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of delicatessen
Start Entity:     Delicatessen
Gold Answer:      [['Marc Caro']]
Predicted Ans:    Marc Caro
Predicted Path:   Delicatessen --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[directed_by]--> Marc Caro
Path (Raw):       Delicatessen --[written_by]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[directed_by]--> Marc Caro
Neg LogProb(↓):   0.013671
Path Entropy(↓):  0.073769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of barefoot
Start Entity:     Barefoot
Gold Answer:      [['My Life Without Me', 'The Conspirator', 'The Strangers', 'The Wrestler', 'Down in the Valley', 'Smooth Talk', 'Flashpoint', 'Running with Scissors', 'A Streetcar Named Desire', 'Digging to China', 'Front of the Class', 'Charlie Countryman', 'Little Secrets', 'The Life Before Her Eyes', 'Hair', 'The 24th Day', 'Deep Rising', 'Prince of the City', 'Thirteen', 'King of California', 'The Deep End of the Ocean', 'Across the Universe', 'The Phantom', 'Dead Heat', 'Underworld', 'Kitchen Party', 'Pretty Persuasion']]
Predicted Ans:    Underworld
Predicted Path:   Barefoot --[starred_actors]--> Scott Speedman --[(INV) starred_actors]--> Underworld
Path (Raw):       Barefoot --[starred_actors]--> Scott Speedman --[No Operation]--> Scott Speedman --[(INV) starred_actors]--> Underworld
Neg LogProb(↓):   0.093580
Path Entropy(↓):  0.326365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by yahoo serious release
Start Entity:     Yahoo Serious
Gold Answer:      [['1988', '2000']]
Predicted Ans:    2000
Predicted Path:   Yahoo Serious --[(INV) written_by]--> Mr. Accident --[release_year]--> 2000
Path (Raw):       Yahoo Serious --[No Operation]--> Yahoo Serious --[(INV) written_by]--> Mr. Accident --[release_year]--> 2000
Neg LogProb(↓):   0.295558
Path Entropy(↓):  0.734028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by zero tolerance actors
Start Entity:     Zero Tolerance
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Zero Tolerance --[starred_actors]--> Jakob Eklund --[(INV) starred_actors]--> The Third Wave --[in_language]--> Swedish
Path (Raw):       Zero Tolerance --[starred_actors]--> Jakob Eklund --[(INV) starred_actors]--> The Third Wave --[in_language]--> Swedish
Neg LogProb(↓):   0.005858
Path Entropy(↓):  0.037389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the wild bees released
Start Entity:     The Wild Bees
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Wild Bees --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       The Wild Bees --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   3.293011
Path Entropy(↓):  4.490998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed pork chop hill
Start Entity:     Pork Chop Hill
Gold Answer:      [['1946', '1992', '1936', '1935', '1979', '1974', '1939', '1951', '2010', '1932', '1931', '1943', '1948', '2001', '1962', '1960', '1927', '1945', '1928', '1930']]
Predicted Ans:    1931
Predicted Path:   Pork Chop Hill --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The Front Page --[release_year]--> 1931
Path (Raw):       Pork Chop Hill --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The Front Page --[release_year]--> 1931
Neg LogProb(↓):   1.177831
Path Entropy(↓):  2.140208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in sleep, my love
Start Entity:     Sleep, My Love
Gold Answer:      [['Robert Cummings', 'Don Ameche', 'Claudette Colbert']]
Predicted Ans:    Don Ameche
Predicted Path:   Sleep, My Love --[starred_actors]--> Don Ameche --[(INV) starred_actors]--> Things Change --[starred_actors]--> Don Ameche
Path (Raw):       Sleep, My Love --[starred_actors]--> Don Ameche --[(INV) starred_actors]--> Things Change --[starred_actors]--> Don Ameche
Neg LogProb(↓):   0.260270
Path Entropy(↓):  0.687129
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by pearl harbor writers release
Start Entity:     Pearl Harbor
Gold Answer:      [['1995', '1998', '1939', '2014', '2002']]
Predicted Ans:    2001
Predicted Path:   Pearl Harbor --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor --[release_year]--> 2001
Path (Raw):       Pearl Harbor --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor --[release_year]--> 2001
Neg LogProb(↓):   0.838577
Path Entropy(↓):  1.163623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share writers with calendar in
Start Entity:     Calendar
Gold Answer:      [['French', 'Armenian', 'Irish']]
Predicted Ans:    Armenian
Predicted Path:   Calendar --[written_by]--> Atom Egoyan --[(INV) written_by]--> Ararat --[in_language]--> Armenian
Path (Raw):       Calendar --[written_by]--> Atom Egoyan --[(INV) written_by]--> Ararat --[in_language]--> Armenian
Neg LogProb(↓):   0.098908
Path Entropy(↓):  0.403856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the three days of the condor director
Start Entity:     Three Days of the Condor
Gold Answer:      [['Murray Schisgal', 'Barbara Benedek', 'Edward Anhalt', 'Larry Gelbart', 'Leonard Schrader', 'John Milius', 'Robert Towne', 'Ernest Lehman', 'Horace McCoy', 'William Eastlake', 'Kurt Luedtke', 'Karen Blixen', 'Billy Wilder', 'Fred Coe', 'Warren Adler', 'Tennessee Williams', 'Francis Ford Coppola', 'John Grisham', 'Samuel A. Taylor', 'Robert E. Thompson', 'Paul Schrader', 'Vardis Fisher', 'Robert Bunker', 'Arthur Laurents', 'James Poe', 'David Rayfiel', 'Shana Alexander']]
Predicted Ans:    Billy Wilder
Predicted Path:   Three Days of the Condor --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[written_by]--> Billy Wilder
Path (Raw):       Three Days of the Condor --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.130796
Path Entropy(↓):  1.936160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the insider
Start Entity:     The Insider
Gold Answer:      [['1983', '1995', '2009', '1972', '2001', '1992', '1936', '1920', '2006', '2004', '1979', '1981', '1986', '2015']]
Predicted Ans:    1992
Predicted Path:   The Insider --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[release_year]--> 1992
Path (Raw):       The Insider --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Last of the Mohicans --[release_year]--> 1992
Neg LogProb(↓):   1.124857
Path Entropy(↓):  2.366215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film experiment perilous were in which genres
Start Entity:     Experiment Perilous
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Experiment Perilous --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[has_genre]--> Drama
Path (Raw):       Experiment Perilous --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[has_genre]--> Drama
Neg LogProb(↓):   0.076555
Path Entropy(↓):  0.378351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in super mario bros.
Start Entity:     Super Mario Bros.
Gold Answer:      [['1980', '1954', '2008', '2003', '1992', '1993', '2006', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '1961', '2011', '1986', '1988', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1987
Predicted Path:   Super Mario Bros. --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Path (Raw):       Super Mario Bros. --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Neg LogProb(↓):   1.117022
Path Entropy(↓):  2.301791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by wayne holloway
Start Entity:     Wayne Holloway
Gold Answer:      [['Sport']]
Predicted Ans:    Sport
Predicted Path:   Wayne Holloway --[(INV) written_by]--> Snake and Mongoose --[has_genre]--> Sport
Path (Raw):       Wayne Holloway --[No Operation]--> Wayne Holloway --[(INV) written_by]--> Snake and Mongoose --[has_genre]--> Sport
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by felix van groeningen released
Start Entity:     Felix van Groeningen
Gold Answer:      [['2012', '2009']]
Predicted Ans:    2009
Predicted Path:   Felix van Groeningen --[(INV) directed_by]--> The Misfortunates --[release_year]--> 2009
Path (Raw):       Felix van Groeningen --[No Operation]--> Felix van Groeningen --[(INV) directed_by]--> The Misfortunates --[release_year]--> 2009
Neg LogProb(↓):   0.033124
Path Entropy(↓):  0.143607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the specialist fall under
Start Entity:     The Specialist
Gold Answer:      [['Horror', 'Adventure']]
Predicted Ans:    Action
Predicted Path:   The Specialist --[directed_by]--> Luis Llosa --[(INV) directed_by]--> The Specialist --[has_genre]--> Action
Path (Raw):       The Specialist --[directed_by]--> Luis Llosa --[(INV) directed_by]--> The Specialist --[has_genre]--> Action
Neg LogProb(↓):   0.064336
Path Entropy(↓):  0.252968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with fiend without a face fall under
Start Entity:     Fiend Without a Face
Gold Answer:      [['Drama']]
Predicted Ans:    Arthur Crabtree
Predicted Path:   Fiend Without a Face --[written_by]--> Amelia Reynolds Long --[(INV) written_by]--> Fiend Without a Face --[directed_by]--> Arthur Crabtree
Path (Raw):       Fiend Without a Face --[written_by]--> Amelia Reynolds Long --[(INV) written_by]--> Fiend Without a Face --[directed_by]--> Arthur Crabtree
Neg LogProb(↓):   0.704121
Path Entropy(↓):  0.828454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of barabbas
Start Entity:     Barabbas
Gold Answer:      [['Portrait in Black', 'Road to Morocco', 'Against All Flags', 'The Black Orchid', 'A Walk in the Clouds', 'Rancho Notorious', 'Lion of the Desert', 'Teorema', 'The Magus', 'The Hunchback of Notre Dame', 'The Lusty Men', 'The Guns of Navarone', 'Trial', 'Zorba the Greek', 'The Man from Laramie', 'High Risk', 'Revenge', 'Requiem for a Heavyweight', 'The Visit', 'Ulysses', 'Viva Zapata!', 'The Secret of Santa Vittoria', 'The Ox-Bow Incident', 'Back to Bataan', 'Conversation Piece', 'Warlock', 'Bright Victory', 'Last Train from Gun Hill', 'Nevada Smith', 'Elmer Gantry', 'Lust for Life', 'Bitter Rice', 'Avenging Angelo', 'Behold a Pale Horse', 'Wild Is the Wind', 'La Strada', 'The Don Is Dead', 'A High Wind in Jamaica', 'Let Sleeping Corpses Lie', 'Attila', 'One-Eyed Jacks', 'Bend of the River']]
Predicted Ans:    Elmer Gantry
Predicted Path:   Barabbas --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Elmer Gantry
Path (Raw):       Barabbas --[starred_actors]--> Arthur Kennedy --[No Operation]--> Arthur Kennedy --[(INV) starred_actors]--> Elmer Gantry
Neg LogProb(↓):   0.247479
Path Entropy(↓):  0.787834
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the adventures of huckleberry finn was written by who
Start Entity:     The Adventures of Huckleberry Finn
Gold Answer:      [['Mark Twain']]
Predicted Ans:    Mark Twain
Predicted Path:   The Adventures of Huckleberry Finn --[written_by]--> Mark Twain --[(INV) written_by]--> Unidentified Flying Oddball --[written_by]--> Mark Twain
Path (Raw):       The Adventures of Huckleberry Finn --[written_by]--> Mark Twain --[(INV) written_by]--> Unidentified Flying Oddball --[written_by]--> Mark Twain
Neg LogProb(↓):   0.693526
Path Entropy(↓):  0.696999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film black hawk down were in which languages
Start Entity:     Black Hawk Down
Gold Answer:      [['English', 'Danish', 'Japanese']]
Predicted Ans:    Danish
Predicted Path:   Black Hawk Down --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Path (Raw):       Black Hawk Down --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch --[in_language]--> Danish
Neg LogProb(↓):   0.092202
Path Entropy(↓):  0.395926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film pollock
Start Entity:     Pollock
Gold Answer:      [['Ed Harris']]
Predicted Ans:    Ed Harris
Predicted Path:   Pollock --[directed_by]--> Ed Harris --[(INV) directed_by]--> Appaloosa --[directed_by]--> Ed Harris
Path (Raw):       Pollock --[directed_by]--> Ed Harris --[(INV) directed_by]--> Appaloosa --[directed_by]--> Ed Harris
Neg LogProb(↓):   0.123637
Path Entropy(↓):  0.389145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the mist
Start Entity:     The Mist
Gold Answer:      [['Sci-Fi', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The Mist --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[has_genre]--> Horror
Path (Raw):       The Mist --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[has_genre]--> Horror
Neg LogProb(↓):   1.444215
Path Entropy(↓):  2.374337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was jean gruault a writer on
Start Entity:     Jean Gruault
Gold Answer:      [['Life Is a Bed of Roses']]
Predicted Ans:    Life Is a Bed of Roses
Predicted Path:   Jean Gruault --[(INV) written_by]--> Life Is a Bed of Roses --[written_by]--> Jean Gruault --[(INV) written_by]--> Life Is a Bed of Roses
Path (Raw):       Jean Gruault --[(INV) written_by]--> Life Is a Bed of Roses --[written_by]--> Jean Gruault --[(INV) written_by]--> Life Is a Bed of Roses
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with charles berling
Start Entity:     Charles Berling
Gold Answer:      [['Léa Drucker', 'Connie Nielsen', 'Chloë Sevigny', 'Pascal Greggory', 'Bernard Campan']]
Predicted Ans:    Charles Berling
Predicted Path:   Charles Berling --[(INV) starred_actors]--> Demonlover --[starred_actors]--> Charles Berling
Path (Raw):       Charles Berling --[No Operation]--> Charles Berling --[(INV) starred_actors]--> Demonlover --[starred_actors]--> Charles Berling
Neg LogProb(↓):   0.084343
Path Entropy(↓):  0.339224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are co - stars of wayne allwine
Start Entity:     Wayne Allwine
Gold Answer:      [['Errol Flynn', 'Claude Rains']]
Predicted Ans:    Claude Rains
Predicted Path:   Wayne Allwine --[(INV) starred_actors]--> The Prince and the Pauper --[starred_actors]--> Claude Rains
Path (Raw):       Wayne Allwine --[No Operation]--> Wayne Allwine --[(INV) starred_actors]--> The Prince and the Pauper --[starred_actors]--> Claude Rains
Neg LogProb(↓):   0.109531
Path Entropy(↓):  0.348423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with fetching cody fall under
Start Entity:     Fetching Cody
Gold Answer:      [['Animation', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Fetching Cody --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> Fanboys --[has_genre]--> Comedy
Path (Raw):       Fetching Cody --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> Fanboys --[has_genre]--> Comedy
Neg LogProb(↓):   0.571947
Path Entropy(↓):  1.516538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dead man's burden are written by who
Start Entity:     Dead Man's Burden
Gold Answer:      [['Jeff Nichols']]
Predicted Ans:    Jeff Nichols
Predicted Path:   Dead Man's Burden --[starred_actors]--> Barlow Jacobs --[(INV) starred_actors]--> Shotgun Stories --[written_by]--> Jeff Nichols
Path (Raw):       Dead Man's Burden --[starred_actors]--> Barlow Jacobs --[(INV) starred_actors]--> Shotgun Stories --[written_by]--> Jeff Nichols
Neg LogProb(↓):   0.000956
Path Entropy(↓):  0.007918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of awakenings also directed which movies
Start Entity:     Awakenings
Gold Answer:      [["The Preacher's Wife", "Jumpin' Jack Flash", 'Renaissance Man', 'Riding in Cars with Boys', 'Big', 'A League of Their Own']]
Predicted Ans:    A League of Their Own
Predicted Path:   Awakenings --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own
Path (Raw):       Awakenings --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[No Operation]--> A League of Their Own
Neg LogProb(↓):   0.153084
Path Entropy(↓):  0.596583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film cross creek were in which genres
Start Entity:     Cross Creek
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Cross Creek --[written_by]--> Marjorie Kinnan Rawlings --[(INV) written_by]--> The Yearling --[has_genre]--> Drama
Path (Raw):       Cross Creek --[written_by]--> Marjorie Kinnan Rawlings --[(INV) written_by]--> The Yearling --[has_genre]--> Drama
Neg LogProb(↓):   0.012465
Path Entropy(↓):  0.070898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is the descent
Start Entity:     The Descent
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Descent --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       The Descent --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.812720
Path Entropy(↓):  4.007251
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did daisy von scherler mayer direct
Start Entity:     Daisy von Scherler Mayer
Gold Answer:      [['Party Girl', 'The Guru']]
Predicted Ans:    Party Girl
Predicted Path:   Daisy von Scherler Mayer --[(INV) directed_by]--> Party Girl --[directed_by]--> Daisy von Scherler Mayer --[(INV) directed_by]--> Party Girl
Path (Raw):       Daisy von Scherler Mayer --[(INV) directed_by]--> Party Girl --[directed_by]--> Daisy von Scherler Mayer --[(INV) directed_by]--> Party Girl
Neg LogProb(↓):   0.106340
Path Entropy(↓):  0.398470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the lonely guy
Start Entity:     The Lonely Guy
Gold Answer:      [['Gerald A. Browne', 'Peter Farrelly', 'Steve Martin', 'Dale Launer', 'Susan Isaacs', 'Amy Holden Jones', 'Yves Robert', 'Ernestine Gilbreth Carey', 'George Eliot', 'Jean Shepherd', 'Merian C. Cooper', 'Ruth Rose', 'Jeffrey Bloom', 'Neil Simon', 'Blake Edwards', 'Jo Swerling', 'Matt Ember', 'Tom J. Astle', 'Adam Rex', 'Charles Grodin', 'Ron Howard', 'David Mamet', 'Katherine Leslie Moore', 'Leslie Dixon', 'Edgar Wallace', 'James Ashmore Creelman', 'Jane Wagner', 'Kevin Barnett', 'David Atkins', 'Maurice Richlin', 'Bruce Jay Friedman', 'Richard Matheson', 'Nancy Meyers', 'Lorne Michaels', 'Gene Wilder', 'Randy Newman', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Edmond Rostand', 'Scott Neustadter', 'Michael H. Weber', 'Lorenzo Semple Jr.', 'Stanley Shapiro', 'Paul Henning', 'Ursula Meier', 'Jason Filardi', 'Scot Armstrong', 'Carl Reiner', 'Michael Elias', 'Carl Gottlieb', 'Edwin Davis', 'Nora Ephron', 'Peter Jackson', 'John Hughes', 'Dennis Potter', 'Lowell Ganz', 'Babaloo Mandel', 'George Gipe', 'Andy Breckman']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Lonely Guy --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Path (Raw):       The Lonely Guy --[starred_actors]--> Steve Martin --[(INV) starred_actors]--> The Pink Panther --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.389768
Path Entropy(↓):  2.596041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in charlie's angels also appears in which films
Start Entity:     Charlie's Angels
Gold Answer:      [['Passion Play', 'Garfield', 'Grey Gardens', 'Any Given Sunday', 'Ghostbusters', 'Head Above Water', 'Shrek the Halls', 'Knight and Day', 'Being John Malkovich', 'Vanilla Sky', 'Groundhog Day', 'Never Been Kissed', 'Scream', 'Hyde Park on Hudson', 'Where the Buffalo Roam', "My Best Friend's Wedding", 'Very Bad Things', 'Mad Love', "Everybody's Fine", 'Lucky You', 'Doppelganger', 'St. Vincent', "The Razor's Edge", 'A Life Less Ordinary', 'Shrek 2', "Cat's Eye", 'Wishful Thinking', 'Far from Home', 'The Box', 'In Her Shoes', 'Bad Girls', 'The Counselor', 'The Holiday', 'Quick Change', 'Watching the Detectives', 'Guncrazy', 'Lucky Number Slevin', 'Firestarter', 'Confessions of a Dangerous Mind', 'The Man with the Iron Fists', 'Broken Flowers', 'Rushmore', 'Feeling Minnesota', 'Fantastic Mr. Fox', 'The Last Supper', 'The Green Hornet', 'Lost in Translation', 'Poison Ivy', 'The Man Who Knew Too Little', 'Cypher', 'Fever Pitch', 'Boys on the Side', 'Duplex', 'The Life Aquatic with Steve Zissou', "There's Something About Mary", 'Everyone Says I Love You', 'Kingpin', 'Scrooged', 'Mad Dog and Glory', '50 First Dates', 'What About Bob?', 'Shrek', 'What Happens in Vegas', 'Bad Teacher', 'Stripes', 'Irreconcilable Differences', 'Meatballs', 'Going the Distance', 'Sex Tape', 'Blended', 'The Invisible Circus', 'The Other Woman', 'Home Fries', 'Get Low', 'The Wedding Singer', 'The Monuments Men', 'Riding in Cars with Boys', "My Sister's Keeper"]]
Predicted Ans:    Everybody's Fine
Predicted Path:   Charlie's Angels --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine
Path (Raw):       Charlie's Angels --[starred_actors]--> Drew Barrymore --[No Operation]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine
Neg LogProb(↓):   0.522336
Path Entropy(↓):  1.300957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in holiday engagement
Start Entity:     Holiday Engagement
Gold Answer:      [['Bonnie Somerville', 'Jordan Bridges', 'Shelley Long']]
Predicted Ans:    Shelley Long
Predicted Path:   Holiday Engagement --[starred_actors]--> Shelley Long --[(INV) starred_actors]--> Irreconcilable Differences --[starred_actors]--> Shelley Long
Path (Raw):       Holiday Engagement --[starred_actors]--> Shelley Long --[(INV) starred_actors]--> Irreconcilable Differences --[starred_actors]--> Shelley Long
Neg LogProb(↓):   0.331525
Path Entropy(↓):  1.153514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with darren e. burrows
Start Entity:     Darren E. Burrows
Gold Answer:      [['Rip Torn', 'Dina Korzun']]
Predicted Ans:    Rip Torn
Predicted Path:   Darren E. Burrows --[(INV) starred_actors]--> Forty Shades of Blue --[starred_actors]--> Rip Torn
Path (Raw):       Darren E. Burrows --[No Operation]--> Darren E. Burrows --[(INV) starred_actors]--> Forty Shades of Blue --[starred_actors]--> Rip Torn
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of mutant chronicles
Start Entity:     Mutant Chronicles
Gold Answer:      [['Simon Hunter']]
Predicted Ans:    Simon Hunter
Predicted Path:   Mutant Chronicles --[directed_by]--> Simon Hunter --[(INV) directed_by]--> Mutant Chronicles --[directed_by]--> Simon Hunter
Path (Raw):       Mutant Chronicles --[directed_by]--> Simon Hunter --[(INV) directed_by]--> Mutant Chronicles --[directed_by]--> Simon Hunter
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of moby dick
Start Entity:     Moby Dick
Gold Answer:      [['The Asphalt Jungle', 'Reflections in a Golden Eye', 'The Life and Times of Judge Roy Bean', 'The Man Who Would Be King', 'The Night of the Iguana', 'The Roots of Heaven', 'The African Queen', 'Heaven Knows, Mr. Allison', 'Key Largo', 'Moulin Rouge', 'Fat City', 'Across the Pacific', 'Annie', 'On Our Merry Way', 'The Dead', "Prizzi's Honor", 'In This Our Life', 'The Maltese Falcon', 'Under the Volcano', 'Love and Bullets', 'The Misfits', 'Beat the Devil', 'The Treasure of the Sierra Madre', 'The List of Adrian Messenger', 'The Unforgiven', 'The Red Badge of Courage', 'The Kremlin Letter', 'Wise Blood']]
Predicted Ans:    The Maltese Falcon
Predicted Path:   Moby Dick --[directed_by]--> John Huston --[(INV) directed_by]--> The Maltese Falcon
Path (Raw):       Moby Dick --[directed_by]--> John Huston --[(INV) directed_by]--> The Maltese Falcon --[No Operation]--> The Maltese Falcon
Neg LogProb(↓):   0.885973
Path Entropy(↓):  1.840587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of end of watch also starred in which movies
Start Entity:     End of Watch
Gold Answer:      [['Jarhead', 'Rendition', 'Bubble Boy', 'Turbo', 'Prisoners', 'Source Code', 'Fury', 'The Day After Tomorrow', 'Enemy', 'Brokeback Mountain', 'Nightcrawler', 'October Sky', 'Donnie Darko', 'Brothers', 'The Calcium Kid', 'Zodiac', 'Proof']]
Predicted Ans:    Fury
Predicted Path:   End of Watch --[starred_actors]--> Michael Peña --[(INV) starred_actors]--> Fury
Path (Raw):       End of Watch --[starred_actors]--> Michael Peña --[No Operation]--> Michael Peña --[(INV) starred_actors]--> Fury
Neg LogProb(↓):   0.272133
Path Entropy(↓):  0.613913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by hour of the wolf actors release
Start Entity:     Hour of the Wolf
Gold Answer:      [['1980', '1993', '1977', '1968', '1998', '1957', '1973', '1983', '1976', '1972', '1971', '1990', '1996', '2002', '2012', '2011', '1978', '1975', '1966', '1987', '1937', '1958']]
Predicted Ans:    2012
Predicted Path:   Hour of the Wolf --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Path (Raw):       Hour of the Wolf --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Neg LogProb(↓):   0.489033
Path Entropy(↓):  1.368598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by betty compson released
Start Entity:     Betty Compson
Gold Answer:      [['1929', '1928']]
Predicted Ans:    1929
Predicted Path:   Betty Compson --[(INV) starred_actors]--> The Great Gabbo --[release_year]--> 1929
Path (Raw):       Betty Compson --[No Operation]--> Betty Compson --[(INV) starred_actors]--> The Great Gabbo --[release_year]--> 1929
Neg LogProb(↓):   0.084108
Path Entropy(↓):  0.286875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by robert urich
Start Entity:     Robert Urich
Gold Answer:      [['Stewart Raffill']]
Predicted Ans:    Stewart Raffill
Predicted Path:   Robert Urich --[(INV) starred_actors]--> The Ice Pirates --[directed_by]--> Stewart Raffill
Path (Raw):       Robert Urich --[No Operation]--> Robert Urich --[(INV) starred_actors]--> The Ice Pirates --[directed_by]--> Stewart Raffill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote i as in icarus
Start Entity:     I as in Icarus
Gold Answer:      [['Henri Verneuil']]
Predicted Ans:    good
Predicted Path:   I as in Icarus --[written_by]--> Henri Verneuil --[(INV) written_by]--> The Burglars --[has_imdb_rating]--> good
Path (Raw):       I as in Icarus --[written_by]--> Henri Verneuil --[(INV) written_by]--> The Burglars --[has_imdb_rating]--> good
Neg LogProb(↓):   0.137050
Path Entropy(↓):  0.386165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie la vie en rose were in which genres
Start Entity:     La Vie en Rose
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Music
Predicted Path:   La Vie en Rose --[starred_actors]--> Marion Cotillard --[(INV) starred_actors]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       La Vie en Rose --[starred_actors]--> Marion Cotillard --[(INV) starred_actors]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   0.406861
Path Entropy(↓):  0.777228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with paul tibbitt
Start Entity:     Paul Tibbitt
Gold Answer:      [['Stephen Hillenburg', 'Tim Hill', 'Kent Osborne', 'Derek Drymon', 'Aaron Springer']]
Predicted Ans:    Paul Tibbitt
Predicted Path:   Paul Tibbitt --[(INV) written_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Path (Raw):       Paul Tibbitt --[No Operation]--> Paul Tibbitt --[(INV) written_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Neg LogProb(↓):   0.106625
Path Entropy(↓):  0.409561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film feast of love
Start Entity:     Feast of Love
Gold Answer:      [['1954', '2008', '2003', '1992', '2006', '2007', '1998', '2009', '2010', '2004', '1973', '2014', '1994', '1995', '2001', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1937']]
Predicted Ans:    1995
Predicted Path:   Feast of Love --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Path (Raw):       Feast of Love --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Neg LogProb(↓):   1.768814
Path Entropy(↓):  2.892448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by judith rascoe release
Start Entity:     Judith Rascoe
Gold Answer:      [['1978', '2014', '1981']]
Predicted Ans:    1981
Predicted Path:   Judith Rascoe --[(INV) written_by]--> Endless Love --[release_year]--> 1981
Path (Raw):       Judith Rascoe --[No Operation]--> Judith Rascoe --[(INV) written_by]--> Endless Love --[release_year]--> 1981
Neg LogProb(↓):   0.475725
Path Entropy(↓):  0.876871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in meet the robinsons
Start Entity:     Meet the Robinsons
Gold Answer:      [['Biography', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'History', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Meet the Robinsons --[starred_actors]--> Jordan Fry --[(INV) starred_actors]--> Meet the Robinsons --[has_genre]--> Comedy
Path (Raw):       Meet the Robinsons --[starred_actors]--> Jordan Fry --[(INV) starred_actors]--> Meet the Robinsons --[has_genre]--> Comedy
Neg LogProb(↓):   0.361881
Path Entropy(↓):  0.616309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of ripley under ground
Start Entity:     Ripley Under Ground
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Ripley Under Ground --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[has_genre]--> Comedy
Path (Raw):       Ripley Under Ground --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[has_genre]--> Comedy
Neg LogProb(↓):   0.065533
Path Entropy(↓):  0.302204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of charles randolph written movies
Start Entity:     Charles Randolph
Gold Answer:      [['Alan Parker']]
Predicted Ans:    Alan Parker
Predicted Path:   Charles Randolph --[(INV) written_by]--> The Life of David Gale --[directed_by]--> Alan Parker
Path (Raw):       Charles Randolph --[No Operation]--> Charles Randolph --[(INV) written_by]--> The Life of David Gale --[directed_by]--> Alan Parker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of bloodhounds of broadway
Start Entity:     Bloodhounds of Broadway
Gold Answer:      [['Pocketful of Miracles', 'The Big Street', 'A Slight Case of Murder', 'Guys and Dolls', 'Lady for a Day', 'Little Miss Marker']]
Predicted Ans:    Guys and Dolls
Predicted Path:   Bloodhounds of Broadway --[written_by]--> Damon Runyon --[(INV) written_by]--> Guys and Dolls
Path (Raw):       Bloodhounds of Broadway --[written_by]--> Damon Runyon --[(INV) written_by]--> Guys and Dolls --[No Operation]--> Guys and Dolls
Neg LogProb(↓):   0.706714
Path Entropy(↓):  0.910962
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of mohabbatein
Start Entity:     Mohabbatein
Gold Answer:      [['2008', '1995']]
Predicted Ans:    1995
Predicted Path:   Mohabbatein --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Dilwale Dulhania Le Jayenge --[release_year]--> 1995
Path (Raw):       Mohabbatein --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Dilwale Dulhania Le Jayenge --[release_year]--> 1995
Neg LogProb(↓):   0.128182
Path Entropy(↓):  0.390980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by hugh dillon
Start Entity:     Hugh Dillon
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Hugh Dillon --[(INV) starred_actors]--> Hard Core Logo --[release_year]--> 1996
Path (Raw):       Hugh Dillon --[No Operation]--> Hugh Dillon --[(INV) starred_actors]--> Hard Core Logo --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor douglas barr starred together with who
Start Entity:     Douglas Barr
Gold Answer:      [['Royal Dano', 'Ariana Richards']]
Predicted Ans:    Royal Dano
Predicted Path:   Douglas Barr --[(INV) starred_actors]--> Spaced Invaders --[starred_actors]--> Royal Dano
Path (Raw):       Douglas Barr --[No Operation]--> Douglas Barr --[(INV) starred_actors]--> Spaced Invaders --[starred_actors]--> Royal Dano
Neg LogProb(↓):   0.223199
Path Entropy(↓):  0.638752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by ettore scola
Start Entity:     Ettore Scola
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Ettore Scola --[(INV) directed_by]--> Unfair Competition --[has_genre]--> Drama
Path (Raw):       Ettore Scola --[No Operation]--> Ettore Scola --[(INV) directed_by]--> Unfair Competition --[has_genre]--> Drama
Neg LogProb(↓):   0.542198
Path Entropy(↓):  1.061053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film belly of the beast are directed by who
Start Entity:     Belly of the Beast
Gold Answer:      [['Michael Oblowitz', 'Dean Semler', 'Don Michael Paul', 'Roland Emmerich', 'Ethan Maniquis', 'Albert Pyun', 'Félix Enríquez Alcalá', 'Don E. FauntLeRoy', 'mink', 'Andrzej Bartkowiak', 'Steven Seagal', 'Anthony Hickox', 'Andrew Davis', 'Alexander Gruszynski', 'Bruce Malmuth', 'Dwight H. Little', 'Keoni Waxman', 'Robert Parrish', 'Roel Reiné', 'John Flynn', 'Richard Crudo', 'Michael Keusch', 'John Gray', 'Robert Rodriguez', 'Lauro Chartrand', 'Stuart Baird']]
Predicted Ans:    Michael Keusch
Predicted Path:   Belly of the Beast --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[directed_by]--> Michael Keusch
Path (Raw):       Belly of the Beast --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[directed_by]--> Michael Keusch
Neg LogProb(↓):   1.085458
Path Entropy(↓):  1.758115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by nunnally johnson
Start Entity:     Nunnally Johnson
Gold Answer:      [['Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Nunnally Johnson --[(INV) directed_by]--> Black Widow --[has_genre]--> Thriller
Path (Raw):       Nunnally Johnson --[No Operation]--> Nunnally Johnson --[(INV) directed_by]--> Black Widow --[has_genre]--> Thriller
Neg LogProb(↓):   0.113094
Path Entropy(↓):  0.416006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by a. a. milne in
Start Entity:     A.A. Milne
Gold Answer:      [['Adventure']]
Predicted Ans:    Piglet's Big Movie
Predicted Path:   A.A. Milne --[(INV) written_by]--> Piglet's Big Movie --[written_by]--> A.A. Milne --[(INV) written_by]--> Piglet's Big Movie
Path (Raw):       A.A. Milne --[(INV) written_by]--> Piglet's Big Movie --[written_by]--> A.A. Milne --[(INV) written_by]--> Piglet's Big Movie
Neg LogProb(↓):   0.370025
Path Entropy(↓):  0.618595
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor yves montand starred together with who
Start Entity:     Yves Montand
Gold Answer:      [['Anthony Perkins', 'Irene Papas', 'Alec Baldwin', 'Gian Maria Volonté', 'Gérard Depardieu', 'Bourvil', 'Romy Schneider', 'James Garner', 'Eva Marie Saint', 'Ingrid Bergman', 'Ben Kingsley', 'Tony Randall', 'Alain Delon', 'Jacques Perrin', 'Renato Salvatori', 'Ingrid Thulin', 'Shirley MacLaine', 'Edward G. Robinson', 'Simone Signoret', 'Daniel Auteuil', 'Marilyn Monroe', 'Jessie Royce Landis', 'Geneviève Bujold']]
Predicted Ans:    Yves Montand
Predicted Path:   Yves Montand --[(INV) starred_actors]--> Jean de Florette --[starred_actors]--> Yves Montand
Path (Raw):       Yves Montand --[No Operation]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette --[starred_actors]--> Yves Montand
Neg LogProb(↓):   0.572694
Path Entropy(↓):  0.958538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Cop land is a film written by this person
Start Entity:     Cop Land
Gold Answer:      [['James Mangold']]
Predicted Ans:    James Mangold
Predicted Path:   Cop Land --[written_by]--> James Mangold --[(INV) written_by]--> Cop Land --[written_by]--> James Mangold
Path (Raw):       Cop Land --[written_by]--> James Mangold --[(INV) written_by]--> Cop Land --[written_by]--> James Mangold
Neg LogProb(↓):   0.000220
Path Entropy(↓):  0.002076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by norman reedus were in which genres
Start Entity:     Norman Reedus
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[has_genre]--> Crime
Path (Raw):       Norman Reedus --[No Operation]--> Norman Reedus --[(INV) starred_actors]--> The Boondock Saints --[has_genre]--> Crime
Neg LogProb(↓):   0.015799
Path Entropy(↓):  0.085169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with lucky jordan in
Start Entity:     Lucky Jordan
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Lucky Jordan --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[in_language]--> English
Path (Raw):       Lucky Jordan --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed heartbreak hotel
Start Entity:     Heartbreak Hotel
Gold Answer:      [['Family', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Heartbreak Hotel --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Rent --[has_genre]--> Drama
Path (Raw):       Heartbreak Hotel --[directed_by]--> Chris Columbus --[(INV) directed_by]--> Rent --[has_genre]--> Drama
Neg LogProb(↓):   0.508101
Path Entropy(↓):  1.184658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by rafael yglesias
Start Entity:     Rafael Yglesias
Gold Answer:      [['Roman Polanski', 'Ronny Yu', 'Peter Weir']]
Predicted Ans:    Peter Weir
Predicted Path:   Rafael Yglesias --[(INV) written_by]--> Fearless --[directed_by]--> Peter Weir
Path (Raw):       Rafael Yglesias --[No Operation]--> Rafael Yglesias --[(INV) written_by]--> Fearless --[directed_by]--> Peter Weir
Neg LogProb(↓):   0.070458
Path Entropy(↓):  0.252240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in wolfcop
Start Entity:     WolfCop
Gold Answer:      [['David Ray']]
Predicted Ans:    David Ray
Predicted Path:   WolfCop --[starred_actors]--> Sarah Lind --[(INV) starred_actors]--> Fetching Cody --[directed_by]--> David Ray
Path (Raw):       WolfCop --[starred_actors]--> Sarah Lind --[(INV) starred_actors]--> Fetching Cody --[directed_by]--> David Ray
Neg LogProb(↓):   0.006150
Path Entropy(↓):  0.043911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the dance of reality
Start Entity:     The Dance of Reality
Gold Answer:      [['1973', '1970', '1989']]
Predicted Ans:    1973
Predicted Path:   The Dance of Reality --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[release_year]--> 1973
Path (Raw):       The Dance of Reality --[directed_by]--> Alejandro Jodorowsky --[(INV) directed_by]--> The Holy Mountain --[release_year]--> 1973
Neg LogProb(↓):   0.311171
Path Entropy(↓):  0.843318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe superman
Start Entity:     Superman
Gold Answer:      [['comic book', 'franchise', 'dc comics', 'richard donner', 'dc', 'superman', 'comic books', 'christopher reeve', 'ned beatty', 'gene hackman', 'marlon brando', 'glenn ford', 'fantasy', 'super-hero', 'superheroes', 'comics', 'superhero']]
Predicted Ans:    ned beatty
Predicted Path:   Superman --[has_tags]--> ned beatty --[(INV) has_tags]--> Superman --[has_tags]--> ned beatty
Path (Raw):       Superman --[has_tags]--> ned beatty --[(INV) has_tags]--> Superman --[has_tags]--> ned beatty
Neg LogProb(↓):   0.342986
Path Entropy(↓):  0.760633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by p. j. hogan in
Start Entity:     P.J. Hogan
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   P.J. Hogan --[(INV) directed_by]--> My Best Friend's Wedding --[has_genre]--> Comedy
Path (Raw):       P.J. Hogan --[No Operation]--> P.J. Hogan --[(INV) directed_by]--> My Best Friend's Wedding --[has_genre]--> Comedy
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie blackhat were released in which years
Start Entity:     Blackhat
Gold Answer:      [['1998', '2000', '2008', '2003', '2010', '1991', '2012', '2011', '1984', '2013']]
Predicted Ans:    2012
Predicted Path:   Blackhat --[starred_actors]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[release_year]--> 2012
Path (Raw):       Blackhat --[starred_actors]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[release_year]--> 2012
Neg LogProb(↓):   0.841916
Path Entropy(↓):  1.599551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by makiko esumi
Start Entity:     Makiko Esumi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Makiko Esumi --[(INV) starred_actors]--> Maborosi --[in_language]--> Japanese
Path (Raw):       Makiko Esumi --[No Operation]--> Makiko Esumi --[(INV) starred_actors]--> Maborosi --[in_language]--> Japanese
Neg LogProb(↓):   0.000150
Path Entropy(↓):  0.001468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by richard boone
Start Entity:     Richard Boone
Gold Answer:      [['Rita M. Fink', 'Harry Julian Fink', 'Elmore Leonard', 'Gladys Hill', 'Noel Behn', 'John Huston', 'Leslie Stevens', 'Elia Kazan', 'Burt Kennedy']]
Predicted Ans:    Elmore Leonard
Predicted Path:   Richard Boone --[(INV) starred_actors]--> The Tall T --[written_by]--> Elmore Leonard
Path (Raw):       Richard Boone --[No Operation]--> Richard Boone --[(INV) starred_actors]--> The Tall T --[written_by]--> Elmore Leonard
Neg LogProb(↓):   0.814657
Path Entropy(↓):  1.365353
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by martin donovan
Start Entity:     Martin Donovan
Gold Answer:      [['Thriller', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Martin Donovan --[(INV) written_by]--> Death Becomes Her --[has_genre]--> Comedy
Path (Raw):       Martin Donovan --[No Operation]--> Martin Donovan --[(INV) written_by]--> Death Becomes Her --[has_genre]--> Comedy
Neg LogProb(↓):   0.023609
Path Entropy(↓):  0.112646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by tom gleisner starred which actors
Start Entity:     Tom Gleisner
Gold Answer:      [['Stephen Curry', 'Anne Tenney', 'Josh Lawson', 'Michael Caton', 'Rachael Taylor', 'Daniel Henshall', 'Felicity Ward']]
Predicted Ans:    Stephen Curry
Predicted Path:   Tom Gleisner --[(INV) written_by]--> The Castle --[starred_actors]--> Stephen Curry
Path (Raw):       Tom Gleisner --[No Operation]--> Tom Gleisner --[(INV) written_by]--> The Castle --[starred_actors]--> Stephen Curry
Neg LogProb(↓):   0.181241
Path Entropy(↓):  0.562084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of goodbye, mr. chips
Start Entity:     Goodbye, Mr. Chips
Gold Answer:      [['Bing Crosby', 'June Allyson', 'Steve Martin', 'Fay Bainter', 'Martha Scott', 'Flora Robson', 'Jerry Lacy', 'Groucho Marx', 'John Cusack', 'James Caan', 'Vivien Leigh', 'Patricia Heaton', 'James Spader', 'Anne Bancroft', 'Kitty Carlisle', 'Robert Duvall', 'Walter Brennan', 'Walter Matthau', 'Donald Sutherland', 'Betty Grable', 'Frank Morgan', 'Ronald Reagan', 'Clark Gable', 'Omar Sharif', 'Bernadette Peters', 'James Coburn', 'Robert Armstrong', 'Kevin Bacon', 'Babe Ruth', 'Walter Pidgeon', 'Chris Sarandon', 'Madge Evans', 'Mikhail Baryshnikov', 'Lee Meredith', 'William Holden', 'Dyan Cannon', 'Joan Hackett', 'Richard Benjamin', 'Dennis Quaid', 'George Burns', 'Beulah Bondi', 'Robert Cummings', 'Teresa Wright', 'Paul Benedict', 'Quinn Cummings', 'John Lithgow', 'Harpo Marx', 'Chico Marx', 'Andie MacDowell', 'Louis Armstrong', 'Maggie Smith', 'Robert Klein', 'Jessica Harper', 'Nicol Williamson', 'Woody Allen', 'Tom Skerritt', 'Matthew Broderick', 'Goldie Hawn', 'Dan Dailey', 'Brian Donlevy', 'Jason Robards', 'Whoopi Goldberg', 'Joan Crawford', 'Shirley MacLaine', 'Akim Tamiroff', 'Alan Arkin', 'Marsha Mason', 'Richard Dreyfuss', 'Drew Barrymore', 'Joan Cusack', 'Jean Arthur', 'Barbra Streisand', 'Van Johnson', 'Kenny Wormald', 'Gary Cooper', 'Edith Fellows', 'Ann Sheridan', 'Julianne Hough', 'Roddy McDowall', 'Ingrid Bergman', 'Kathleen Turner', 'Jeff Daniels', 'Charles Coburn', 'Betty Field', 'Rick Moranis', 'George Segal']]
Predicted Ans:    Richard Dreyfuss
Predicted Path:   Goodbye, Mr. Chips --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Goodbye Girl --[starred_actors]--> Richard Dreyfuss
Path (Raw):       Goodbye, Mr. Chips --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Goodbye Girl --[starred_actors]--> Richard Dreyfuss
Neg LogProb(↓):   1.165734
Path Entropy(↓):  1.998220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the emigrants were in which languages
Start Entity:     The Emigrants
Gold Answer:      [['Swedish', 'English', 'Danish', 'Norwegian', 'German']]
Predicted Ans:    Swedish
Predicted Path:   The Emigrants --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[in_language]--> Swedish
Path (Raw):       The Emigrants --[directed_by]--> Jan Troell --[(INV) directed_by]--> Everlasting Moments --[in_language]--> Swedish
Neg LogProb(↓):   0.000423
Path Entropy(↓):  0.004078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film holly were in which languages
Start Entity:     Holly
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Holly --[starred_actors]--> Chris Penn --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Path (Raw):       Holly --[starred_actors]--> Chris Penn --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Neg LogProb(↓):   0.002204
Path Entropy(↓):  0.016344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by graham low
Start Entity:     Graham Low
Gold Answer:      [['Edgar Wright']]
Predicted Ans:    Edgar Wright
Predicted Path:   Graham Low --[(INV) starred_actors]--> A Fistful of Fingers --[written_by]--> Edgar Wright
Path (Raw):       Graham Low --[No Operation]--> Graham Low --[(INV) starred_actors]--> A Fistful of Fingers --[written_by]--> Edgar Wright
Neg LogProb(↓):   0.000114
Path Entropy(↓):  0.001147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with cecile de france
Start Entity:     Cécile De France
Gold Answer:      [['Philippe Nahon', 'Jackie Chan', 'Maïwenn', 'Steve Coogan', 'Jean Dujardin', 'Thomas Doret', 'Thierry Neuvic']]
Predicted Ans:    Cécile De France
Predicted Path:   Cécile De France --[(INV) starred_actors]--> The Kid with a Bike --[starred_actors]--> Cécile De France
Path (Raw):       Cécile De France --[No Operation]--> Cécile De France --[(INV) starred_actors]--> The Kid with a Bike --[starred_actors]--> Cécile De France
Neg LogProb(↓):   0.224931
Path Entropy(↓):  0.588841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same director of arrowsmith
Start Entity:     Arrowsmith
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    Fort Apache
Predicted Path:   Arrowsmith --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Path (Raw):       Arrowsmith --[No Operation]--> Arrowsmith --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Neg LogProb(↓):   1.160025
Path Entropy(↓):  1.882244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of tom mcgrath directed movies
Start Entity:     Tom McGrath
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Tom McGrath --[(INV) directed_by]--> Megamind --[release_year]--> 2010
Path (Raw):       Tom McGrath --[No Operation]--> Tom McGrath --[(INV) directed_by]--> Megamind --[release_year]--> 2010
Neg LogProb(↓):   0.653761
Path Entropy(↓):  0.692467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of my soul to take starred who
Start Entity:     My Soul to Take
Gold Answer:      [['Heather Langenkamp', 'Ronee Blakley', 'Louis Jourdan', 'Ian Somerhalder', 'Kyle Gallner', 'Cliff De Young', 'Amanda Wyss', 'Christina Milian', 'Maren Jensen', 'Everett McGill', 'Peter Berg', 'Rooney Mara', 'Mitch Pileggi', 'Adrienne Barbeau', 'Katie Cassidy', 'Wendy Robie', 'Sharon Stone', 'Ray Wise', 'Roxanne Hart', 'Kristen Bell', 'Matthew Lawrence', 'Joseph Lawrence', 'Michael Murphy', 'Jackie Earle Haley', 'John Saxon', 'Garret Dillahunt']]
Predicted Ans:    Sharon Stone
Predicted Path:   My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Path (Raw):       My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> Deadly Blessing --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.054562
Path Entropy(↓):  0.303410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film mary were in which genres
Start Entity:     Mary
Gold Answer:      [['Romance', 'Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Mary --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Path (Raw):       Mary --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Neg LogProb(↓):   1.417946
Path Entropy(↓):  2.229987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the breaking upwards director
Start Entity:     Breaking Upwards
Gold Answer:      [['Daryl Wein', 'Zoe Lister Jones']]
Predicted Ans:    Peter Duchan
Predicted Path:   Breaking Upwards --[directed_by]--> Daryl Wein --[(INV) directed_by]--> Breaking Upwards --[written_by]--> Peter Duchan
Path (Raw):       Breaking Upwards --[directed_by]--> Daryl Wein --[(INV) directed_by]--> Breaking Upwards --[written_by]--> Peter Duchan
Neg LogProb(↓):   0.727564
Path Entropy(↓):  1.109967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Ross mcelwee directed which movies
Start Entity:     Ross McElwee
Gold Answer:      [['Bright Leaves', "Sherman's March"]]
Predicted Ans:    Bright Leaves
Predicted Path:   Ross McElwee --[(INV) directed_by]--> Bright Leaves --[directed_by]--> Ross McElwee --[(INV) directed_by]--> Bright Leaves
Path (Raw):       Ross McElwee --[(INV) directed_by]--> Bright Leaves --[directed_by]--> Ross McElwee --[(INV) directed_by]--> Bright Leaves
Neg LogProb(↓):   0.019356
Path Entropy(↓):  0.108588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of yojimbo
Start Entity:     Yojimbo
Gold Answer:      [['Ingmar Bergman', 'Akira Kurosawa', 'Tsuneo Tomita']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   Yojimbo --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[written_by]--> Akira Kurosawa
Path (Raw):       Yojimbo --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[written_by]--> Akira Kurosawa
Neg LogProb(↓):   0.764025
Path Entropy(↓):  1.524442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of inland empire
Start Entity:     Inland Empire
Gold Answer:      [['Beautiful Creatures', 'Smooth Talk', 'American Psycho', 'Appaloosa', 'Eragon', 'Waterland', 'Year of the Dog', 'Tenderness', 'The Last Lions', 'Chinese Box', 'The Man in the Iron Mask', 'Citizen Ruth', 'Blue Velvet', 'Afterburn', 'The Fourth Angel', 'Reversal of Fortune', 'The Merchant of Venice', 'The Fault in Our Stars', 'Night Train to Lisbon', 'October Sky', 'Novocaine', 'The Prize Winner of Defiance, Ohio', 'Damage', 'Focus', 'Rambling Rose', 'Moonlighting', '99 Homes', 'Margin Call', 'M. Butterfly', 'Dead Ringers', 'The Lion King', 'Kafka', "The French Lieutenant's Woman", 'The Words', 'Daddy and Them', 'The Mission', 'Lolita']]
Predicted Ans:    Beautiful Creatures
Predicted Path:   Inland Empire --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Beautiful Creatures
Path (Raw):       Inland Empire --[starred_actors]--> Jeremy Irons --[No Operation]--> Jeremy Irons --[(INV) starred_actors]--> Beautiful Creatures
Neg LogProb(↓):   0.898912
Path Entropy(↓):  1.284299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in underdog also appears in which films
Start Entity:     Underdog
Gold Answer:      [['Hoodwinked!', 'The Woman Chaser', 'The Angriest Man in Brooklyn', 'Stealing Harvard', 'A Guy Thing', 'Hoodwinked Too! Hood vs. Evil', 'I Love You Too', 'Death at a Funeral', 'Heartbreakers', 'Mallrats', 'Space Chimps', 'Chasing Amy', 'Mumford', 'Dreamcatcher', 'Alvin and the Chipmunks', 'Bee Movie', "Kronk's New Groove", 'Kissing a Fool']]
Predicted Ans:    Alvin and the Chipmunks
Predicted Path:   Underdog --[starred_actors]--> Jason Lee --[(INV) starred_actors]--> Alvin and the Chipmunks
Path (Raw):       Underdog --[starred_actors]--> Jason Lee --[No Operation]--> Jason Lee --[(INV) starred_actors]--> Alvin and the Chipmunks
Neg LogProb(↓):   0.665018
Path Entropy(↓):  1.359661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote wide awake
Start Entity:     Wide Awake
Gold Answer:      [['2000', '2008', '2010', '2004', '2006', '1999', '2002', '2013']]
Predicted Ans:    1999
Predicted Path:   Wide Awake --[written_by]--> M. Night Shyamalan --[(INV) written_by]--> The Sixth Sense --[release_year]--> 1999
Path (Raw):       Wide Awake --[written_by]--> M. Night Shyamalan --[(INV) written_by]--> The Sixth Sense --[release_year]--> 1999
Neg LogProb(↓):   1.153027
Path Entropy(↓):  1.852324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of very happy alexander
Start Entity:     Very Happy Alexander
Gold Answer:      [['Charles Grodin', 'Gene Wilder', 'Pierre Richard', 'Jean Rochefort', 'Bernard Blier', 'Judith Ivey', 'Joseph Bologna']]
Predicted Ans:    Philippe Noiret
Predicted Path:   Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[starred_actors]--> Philippe Noiret
Path (Raw):       Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> Very Happy Alexander --[starred_actors]--> Philippe Noiret
Neg LogProb(↓):   0.014233
Path Entropy(↓):  0.085545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of all these women
Start Entity:     All These Women
Gold Answer:      [['Summer Interlude', 'Persona', 'The Magic Flute', 'After the Rehearsal', 'Crisis', 'Smiles of a Summer Night', 'Shame', 'Summer with Monika', 'Saraband', 'From the Life of the Marionettes', 'The Silence', 'The Virgin Spring', 'Port of Call', 'A Lesson in Love', 'Face to Face', 'Wild Strawberries', 'Hour of the Wolf', 'Thirst', 'Winter Light', 'Prison', 'The Seventh Seal', 'The Magician', 'Fanny and Alexander', 'Autumn Sonata', 'To Joy', 'Dreams', "The Devil's Eye", 'Brink of Life', 'Through a Glass Darkly', 'The Passion of Anna']]
Predicted Ans:    Autumn Sonata
Predicted Path:   All These Women --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata
Path (Raw):       All These Women --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[No Operation]--> Autumn Sonata
Neg LogProb(↓):   0.713281
Path Entropy(↓):  1.809416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of bye bye love
Start Entity:     Bye Bye Love
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Bye Bye Love --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Bye Bye Love --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   2.696893
Path Entropy(↓):  4.652338
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by rosamond marshall
Start Entity:     Rosamond Marshall
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Rosamond Marshall --[(INV) written_by]--> Kitty --[in_language]--> English
Path (Raw):       Rosamond Marshall --[No Operation]--> Rosamond Marshall --[(INV) written_by]--> Kitty --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for posse
Start Entity:     Posse
Gold Answer:      [['Mario Van Peebles']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   Posse --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[directed_by]--> Mario Van Peebles
Path (Raw):       Posse --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[directed_by]--> Mario Van Peebles
Neg LogProb(↓):   0.089135
Path Entropy(↓):  0.294849
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of pi
Start Entity:     Pi
Gold Answer:      [['Black Swan', 'Noah', 'The Wrestler', 'The Fountain', 'Requiem for a Dream']]
Predicted Ans:    The Wrestler
Predicted Path:   Pi --[directed_by]--> Darren Aronofsky --[(INV) directed_by]--> The Wrestler
Path (Raw):       Pi --[No Operation]--> Pi --[directed_by]--> Darren Aronofsky --[(INV) directed_by]--> The Wrestler
Neg LogProb(↓):   0.665612
Path Entropy(↓):  1.212178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film running scared
Start Entity:     Running Scared
Gold Answer:      [['David Hubbard', 'Michael Wadleigh', 'Whitley Strieber', 'Christopher Crowe', 'Dale Launer', 'Eric Heisserer', 'Michael Crichton', 'Joan Rivers', 'Dan Scanlon', 'Andrew Stanton', 'Daniel Gerson', 'David DiGilio', 'Jill Culton', 'Jeff Pidgeon', 'Ralph Eggleston', 'Luc Besson', 'James Glickenhaus', 'F. Anstey', 'Eddie Murphy', 'Peter Tolan', 'Mukunda Michael Dewil', 'Chester Himes', 'Jerome Odlum', 'Francis Ford Coppola', 'Don Winslow', 'Jean Howell', 'Ken Finkleman', 'Kenneth Lonergan', 'Cameron Crowe', 'Percy Adlon', 'Adam Minarovich', 'Billy Crystal', 'Harold Ramis', 'Pete Docter', 'Roger Corman', 'Clay Tarver', 'William Kennedy', 'Nora Ephron', 'Nick Castle', 'Chris Morgan', 'Lowell Ganz', 'Babaloo Mandel', 'Bibi Naceri']]
Predicted Ans:    Luc Besson
Predicted Path:   Running Scared --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> Brick Mansions --[written_by]--> Luc Besson
Path (Raw):       Running Scared --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> Brick Mansions --[written_by]--> Luc Besson
Neg LogProb(↓):   0.649467
Path Entropy(↓):  1.605129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by ulf palme
Start Entity:     Ulf Palme
Gold Answer:      [['1950', '1999', '1951']]
Predicted Ans:    1951
Predicted Path:   Ulf Palme --[(INV) starred_actors]--> Miss Julie --[release_year]--> 1951
Path (Raw):       Ulf Palme --[No Operation]--> Ulf Palme --[(INV) starred_actors]--> Miss Julie --[release_year]--> 1951
Neg LogProb(↓):   0.759877
Path Entropy(↓):  1.008829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by nick schou
Start Entity:     Nick Schou
Gold Answer:      [['Jeremy Renner']]
Predicted Ans:    Jeremy Renner
Predicted Path:   Nick Schou --[(INV) written_by]--> Kill the Messenger --[starred_actors]--> Jeremy Renner
Path (Raw):       Nick Schou --[No Operation]--> Nick Schou --[(INV) written_by]--> Kill the Messenger --[starred_actors]--> Jeremy Renner
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed riot in cell block 11
Start Entity:     Riot in Cell Block 11
Gold Answer:      [['Jack Finney', 'Howard Rodman', 'Aleksandr Gordon', 'Albert Maltz', 'Richard Dougherty', 'Ernest Hemingway', 'Glendon Swarthout', 'David Mamet', 'Andrei Tarkovsky', 'Leigh Vance', 'Clive Egleton', 'Scott Hale', 'Miles Hood Swarthout', 'Daniel Mainwaring', 'Abraham Polonsky', 'Anthony Veiller', 'Walter Wager', 'Clair Huffaker', 'Richard Wormser', 'Barry Reed', 'Collier Young', 'Ida Lupino', 'Peter Milne', 'Israel Zangwill']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Riot in Cell Block 11 --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Path (Raw):       Riot in Cell Block 11 --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.456790
Path Entropy(↓):  2.209485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by earl holliman
Start Entity:     Earl Holliman
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Earl Holliman --[(INV) starred_actors]--> Last Train from Gun Hill --[has_genre]--> Western
Path (Raw):       Earl Holliman --[No Operation]--> Earl Holliman --[(INV) starred_actors]--> Last Train from Gun Hill --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the texas chain saw massacre
Start Entity:     The Texas Chain Saw Massacre
Gold Answer:      [['Tobe Hooper']]
Predicted Ans:    Tobe Hooper
Predicted Path:   The Texas Chain Saw Massacre --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Path (Raw):       The Texas Chain Saw Massacre --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   0.321014
Path Entropy(↓):  0.617723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie so proudly we hail! were in which genres
Start Entity:     So Proudly We Hail!
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   So Proudly We Hail! --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet --[has_genre]--> Comedy
Path (Raw):       So Proudly We Hail! --[directed_by]--> Mark Sandrich --[(INV) directed_by]--> Follow the Fleet --[has_genre]--> Comedy
Neg LogProb(↓):   0.577913
Path Entropy(↓):  1.148525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the match
Start Entity:     The Match
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Match --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Match --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.021983
Path Entropy(↓):  4.378531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of ball of fire
Start Entity:     Ball of Fire
Gold Answer:      [['Barbary Coast', 'A Song Is Born', 'Rio Lobo', 'The Outlaw', 'To Have and Have Not', 'The Criminal Code', 'Bringing Up Baby', 'The Big Sky', 'The Road to Glory', 'Monkey Business', 'The Dawn Patrol', 'Rio Bravo', 'Air Force', "Man's Favorite Sport?", 'Red River', 'Scarface', 'Sergeant York', 'His Girl Friday', 'El Dorado', 'Twentieth Century', 'Only Angels Have Wings', 'Viva Villa!', 'Land of the Pharaohs', 'Red Line 7000', 'Hatari!', 'Come and Get It', 'The Big Sleep', 'The Crowd Roars', 'I Was a Male War Bride', 'Gentlemen Prefer Blondes']]
Predicted Ans:    El Dorado
Predicted Path:   Ball of Fire --[directed_by]--> Howard Hawks --[(INV) directed_by]--> El Dorado
Path (Raw):       Ball of Fire --[directed_by]--> Howard Hawks --[(INV) directed_by]--> El Dorado --[No Operation]--> El Dorado
Neg LogProb(↓):   1.085603
Path Entropy(↓):  1.841036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote les cousins
Start Entity:     Les Cousins
Gold Answer:      [['Vincente Minnelli', 'Adrian Lyne', 'Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Les Cousins --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[directed_by]--> Claude Chabrol
Path (Raw):       Les Cousins --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   0.675063
Path Entropy(↓):  1.271550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with iron jawed angels in
Start Entity:     Iron Jawed Angels
Gold Answer:      [['Norwegian', 'English', 'French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Iron Jawed Angels --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       Iron Jawed Angels --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.230921
Path Entropy(↓):  0.555818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by katia lund
Start Entity:     Kátia Lund
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Kátia Lund --[(INV) directed_by]--> City of God --[has_genre]--> Drama
Path (Raw):       Kátia Lund --[No Operation]--> Kátia Lund --[(INV) directed_by]--> City of God --[has_genre]--> Drama
Neg LogProb(↓):   0.017928
Path Entropy(↓):  0.089221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the forbidden kingdom
Start Entity:     The Forbidden Kingdom
Gold Answer:      [['Kevin Donovan', 'Stephen Frears', 'Tom Dey', 'Chris Nahon', 'Gordon Chan', 'Paul Thomas Anderson', 'James Wong', 'Louis Leterrier', 'Harald Zwart', 'James Glickenhaus', 'Peter Chan', 'Andrzej Bartkowiak', 'Ronny Yu', 'Stanley Tong', 'Corey Yuen', 'Teddy Chan', 'Peter Weir', 'Benny Chan', 'Vincent Kok', 'Kirk Wong', 'Sylvester Stallone', 'Philip G. Atwell', 'Simon West', 'John G. Avildsen', 'Brett Ratner', 'Daniel Lee', 'Jackie Chan', 'Brian Levant', 'Ringo Lam']]
Predicted Ans:    Gordon Chan
Predicted Path:   The Forbidden Kingdom --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Path (Raw):       The Forbidden Kingdom --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Neg LogProb(↓):   0.264272
Path Entropy(↓):  1.118829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie destination tokyo are written by who
Start Entity:     Destination Tokyo
Gold Answer:      [['Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Dudley Nichols', 'Matthew Josephson', 'Bouck White', 'Dorothy Parker', 'Norman Panama', 'David Mamet', 'Dale Van Every', 'Melville Shavelson', 'Curt Goetz', 'Leo Townsend', 'Donald Ogden Stewart', 'Rudyard Kipling', 'James M. Cain', 'Stanley Shapiro', 'Ben Hecht', 'Charles MacArthur', 'Viña Delmar', 'Arthur Richman', 'W.R. Burnett', 'Julius J. Epstein', 'Philip G. Epstein', 'Henri Rochard', 'David Dodge', 'Roger Butterfield', 'Anne Parrish', 'George Tabori', 'John Steinbeck', 'Clifford Odets', 'Harvey Fergusson', 'Jack Jevne', 'Eddie Moran', 'Leonardo Bercovici', 'Joel Sayre', 'Robert Rossen', 'John Michael Hayes', 'Abraham Polonsky', 'Charles Hoffman', 'Dorothy B. Hughes', 'Melvin Frank', 'Hugh Williams', 'Richard Brooks', 'Marc Behm', 'Joseph L. Mankiewicz', 'Robert E. Sherwood', 'Ira Wolfert', 'Zachary Gold', 'Ernest Hemingway', 'Jack London', 'Elizabeth Page', 'Philip Barry', 'Eric Hodgins', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Charles Lederer', 'Sidney Buchman', 'Ingmar Bergman', 'Lenore J. Coffee', 'Alfred Lewis Levitt', 'Fred Guiol', 'Sidney Harmon', 'Fannie Hurst', 'Jules Furthman', 'Herbert Baker', 'Margaret Vyner', 'Bessie Breuer', 'Don Hartman', 'Joseph Stone', 'John Bright', 'Edward Anhalt', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'C.S. Forester', 'Will B. Johnstone', 'Edna Anhalt', 'Maurice Richlin', 'Lewis E. Lawes', 'Peter Stone', 'Leo McCarey', 'Mae West', 'Hugo Butler', 'Dalton Trumbo', 'Paul King', 'Eric Hatch', 'Compton MacKenzie', 'Morrie Ryskind', 'Norman Krasna', 'Martha Cheavens', 'Harvey F. Thew']]
Predicted Ans:    Henri Rochard
Predicted Path:   Destination Tokyo --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[written_by]--> Henri Rochard
Path (Raw):       Destination Tokyo --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[written_by]--> Henri Rochard
Neg LogProb(↓):   1.198066
Path Entropy(↓):  2.087114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie pride and prejudice were in which languages
Start Entity:     Pride and Prejudice
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Pride and Prejudice --[written_by]--> Jane Austen --[(INV) written_by]--> Persuasion --[in_language]--> English
Path (Raw):       Pride and Prejudice --[written_by]--> Jane Austen --[(INV) written_by]--> Persuasion --[in_language]--> English
Neg LogProb(↓):   1.052472
Path Entropy(↓):  1.258085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of that's entertainment! also starred in which movies
Start Entity:     That's Entertainment!
Gold Answer:      [['Robin and the 7 Hoods', 'Royal Wedding', 'High Society', 'Top Hat', 'You Were Never Lovelier', 'Road to Morocco', 'Yolanda and the Thief', 'Cover Girl', 'High Time', 'Blue Skies', 'Follow the Fleet', 'Viva Knievel!', 'Swing Time', "The Bells of St. Mary's", 'Anything Goes', 'The Happy Road', 'The Country Girl', 'The Gay Divorcee', 'For Me and My Gal', 'Road to Zanzibar', 'Three Little Words', 'The Road to Hong Kong', 'The Emperor Waltz', 'Silk Stockings', 'Pennies from Heaven', "Singin' in the Rain", 'Take Me Out to the Ball Game', 'Les Girls', 'Summer Stock', 'A Damsel in Distress', 'Carefree', 'The Story of Vernon and Irene Castle', 'The Notorious Landlady', 'Road to Rio', 'Ziegfeld Follies', "Ocean's 11", 'On the Beach', 'Dead Ringer', 'The Pirate', 'Roberta', 'An American in Paris', 'The Band Wagon', 'Going Hollywood', 'Anchors Aweigh', 'Inherit the Wind', 'Broadway Melody of 1940', "It's Always Fair Weather", 'The Barkleys of Broadway', 'Road to Bali', 'Brigadoon', 'White Christmas', 'Road to Singapore', 'Daddy Long Legs', "You'll Never Get Rich", "Finian's Rainbow", 'Funny Face', 'Double or Nothing', 'Christmas Holiday', 'Xanadu', 'Ghost Story', 'Here Comes the Groom', "The Sky's the Limit", 'Marjorie Morningstar', 'Going My Way', "That's Entertainment, Part II", 'Second Chorus', 'Easter Parade', 'Black Hand', 'Son of Lassie', 'The Cross of Lorraine', 'On the Town', 'Holiday Inn', 'Road to Utopia', 'Good News', "We're Not Dressing", 'The Three Musketeers']]
Predicted Ans:    The Country Girl
Predicted Path:   That's Entertainment! --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Path (Raw):       That's Entertainment! --[starred_actors]--> Bing Crosby --[No Operation]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Neg LogProb(↓):   1.182888
Path Entropy(↓):  2.146454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with ciccio ingrassia
Start Entity:     Ciccio Ingrassia
Gold Answer:      [['Vincent Price', 'Fabian', 'Franco Franchi']]
Predicted Ans:    Vincent Price
Predicted Path:   Ciccio Ingrassia --[(INV) starred_actors]--> Dr. Goldfoot and the Girl Bombs --[starred_actors]--> Vincent Price
Path (Raw):       Ciccio Ingrassia --[No Operation]--> Ciccio Ingrassia --[(INV) starred_actors]--> Dr. Goldfoot and the Girl Bombs --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.001756
Path Entropy(↓):  0.013848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by nora roberts fall under
Start Entity:     Nora Roberts
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nora Roberts --[(INV) written_by]--> Tribute --[has_genre]--> Comedy
Path (Raw):       Nora Roberts --[No Operation]--> Nora Roberts --[(INV) written_by]--> Tribute --[has_genre]--> Comedy
Neg LogProb(↓):   0.107509
Path Entropy(↓):  0.330266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of stay
Start Entity:     Stay
Gold Answer:      [['Everything Put Together', 'The Kite Runner', 'Marion Bridge', 'Finding Neverland', 'Quantum of Solace', 'World War Z', "Monster's Ball", 'Machine Gun Preacher']]
Predicted Ans:    World War Z
Predicted Path:   Stay --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z
Path (Raw):       Stay --[directed_by]--> Marc Forster --[(INV) directed_by]--> World War Z --[No Operation]--> World War Z
Neg LogProb(↓):   0.379725
Path Entropy(↓):  0.907936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie brief crossing
Start Entity:     Brief Crossing
Gold Answer:      [['Catherine Breillat', 'Edward Dmytryk', 'Charles Perrault']]
Predicted Ans:    Charles Perrault
Predicted Path:   Brief Crossing --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Bluebeard --[written_by]--> Charles Perrault
Path (Raw):       Brief Crossing --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Bluebeard --[written_by]--> Charles Perrault
Neg LogProb(↓):   0.108452
Path Entropy(↓):  0.419098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of savages
Start Entity:     Savages
Gold Answer:      [['Midnight Express', 'Bombay Talkie', '8 Million Ways to Die', 'Natural Born Killers', 'Any Given Sunday', "A Soldier's Daughter Never Cries", 'Alexander', 'Nixon', 'JFK', 'Evita', 'Maurice', 'Talk Radio', 'The Death and Life of Bobby Z', 'Scrooged', 'Comandante', 'Conan the Barbarian', 'The Doors', 'Salvador', 'Year of the Dragon', 'The Hand', 'Platoon', 'Wall Street', 'Born on the Fourth of July', 'Seizure', 'Scarface']]
Predicted Ans:    JFK
Predicted Path:   Savages --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK
Path (Raw):       Savages --[No Operation]--> Savages --[written_by]--> Oliver Stone --[(INV) written_by]--> JFK
Neg LogProb(↓):   0.671688
Path Entropy(↓):  1.775743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of sands of iwo jima
Start Entity:     Sands of Iwo Jima
Gold Answer:      [['James Edward Grant', 'Harry Brown']]
Predicted Ans:    James Edward Grant
Predicted Path:   Sands of Iwo Jima --[written_by]--> James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[written_by]--> James Edward Grant
Path (Raw):       Sands of Iwo Jima --[written_by]--> James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[written_by]--> James Edward Grant
Neg LogProb(↓):   0.729452
Path Entropy(↓):  0.759530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with memories of underdevelopment in
Start Entity:     Memories of Underdevelopment
Gold Answer:      [['Spanish']]
Predicted Ans:    Comedy
Predicted Path:   Memories of Underdevelopment --[written_by]--> Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[has_genre]--> Comedy
Path (Raw):       Memories of Underdevelopment --[written_by]--> Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[has_genre]--> Comedy
Neg LogProb(↓):   0.059923
Path Entropy(↓):  0.287143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by tim grayem
Start Entity:     Tim Grayem
Gold Answer:      [['Chuck Norris']]
Predicted Ans:    Chuck Norris
Predicted Path:   Tim Grayem --[(INV) written_by]--> Top Dog --[starred_actors]--> Chuck Norris
Path (Raw):       Tim Grayem --[No Operation]--> Tim Grayem --[(INV) written_by]--> Top Dog --[starred_actors]--> Chuck Norris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by belinda bauer in
Start Entity:     Belinda Bauer
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Belinda Bauer --[(INV) starred_actors]--> RoboCop 2 --[has_genre]--> Action
Path (Raw):       Belinda Bauer --[No Operation]--> Belinda Bauer --[(INV) starred_actors]--> RoboCop 2 --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed coffee and cigarettes
Start Entity:     Coffee and Cigarettes
Gold Answer:      [['Italian', 'English', 'Japanese', 'Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   Coffee and Cigarettes --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Path (Raw):       Coffee and Cigarettes --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Neg LogProb(↓):   0.000260
Path Entropy(↓):  0.002458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of goodbye uncle tom is also the director of which movies
Start Entity:     Goodbye Uncle Tom
Gold Answer:      [['Mondo cane']]
Predicted Ans:    Goodbye Uncle Tom
Predicted Path:   Goodbye Uncle Tom --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Goodbye Uncle Tom
Path (Raw):       Goodbye Uncle Tom --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Goodbye Uncle Tom --[No Operation]--> Goodbye Uncle Tom
Neg LogProb(↓):   0.127381
Path Entropy(↓):  0.426355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies was judy lynn an actor in
Start Entity:     Judy Lynn
Gold Answer:      [['Top Banana']]
Predicted Ans:    Top Banana
Predicted Path:   Judy Lynn --[(INV) starred_actors]--> Top Banana --[starred_actors]--> Judy Lynn --[(INV) starred_actors]--> Top Banana
Path (Raw):       Judy Lynn --[(INV) starred_actors]--> Top Banana --[starred_actors]--> Judy Lynn --[(INV) starred_actors]--> Top Banana
Neg LogProb(↓):   0.062616
Path Entropy(↓):  0.243361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor linda hoffman acted together with who
Start Entity:     Linda Hoffman
Gold Answer:      [['Ken Foree', 'Corbin Bernsen']]
Predicted Ans:    Corbin Bernsen
Predicted Path:   Linda Hoffman --[(INV) starred_actors]--> The Dentist --[starred_actors]--> Corbin Bernsen
Path (Raw):       Linda Hoffman --[No Operation]--> Linda Hoffman --[(INV) starred_actors]--> The Dentist --[starred_actors]--> Corbin Bernsen
Neg LogProb(↓):   0.348640
Path Entropy(↓):  0.627933
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by bob ducsay
Start Entity:     Bob Ducsay
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bob Ducsay --[(INV) written_by]--> Vegas Vacation --[has_genre]--> Comedy
Path (Raw):       Bob Ducsay --[No Operation]--> Bob Ducsay --[(INV) written_by]--> Vegas Vacation --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by geoffrey fletcher released
Start Entity:     Geoffrey Fletcher
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Geoffrey Fletcher --[(INV) written_by]--> Precious --[release_year]--> 2009
Path (Raw):       Geoffrey Fletcher --[No Operation]--> Geoffrey Fletcher --[(INV) written_by]--> Precious --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie the hot chick in a few words
Start Entity:     The Hot Chick
Gold Answer:      [['comedy']]
Predicted Ans:    comedy
Predicted Path:   The Hot Chick --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       The Hot Chick --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with woody strode
Start Entity:     Woody Strode
Gold Answer:      [['Jeffrey Hunter', 'Robert Ryan', 'William Shatner', 'Burt Lancaster', 'Lee Marvin', 'Tiffany Bolling', 'Lieux Dressler']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Woody Strode --[(INV) starred_actors]--> The Professionals --[starred_actors]--> Burt Lancaster
Path (Raw):       Woody Strode --[No Operation]--> Woody Strode --[(INV) starred_actors]--> The Professionals --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.131878
Path Entropy(↓):  0.412907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film joy ride released
Start Entity:     Joy Ride
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Joy Ride --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Joy Ride --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   3.442142
Path Entropy(↓):  4.596029
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film life or something like it
Start Entity:     Life or Something Like It
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Life or Something Like It --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       Life or Something Like It --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.631833
Path Entropy(↓):  4.781110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of king arthur
Start Entity:     King Arthur
Gold Answer:      [['Steven Spielberg']]
Predicted Ans:    Antoine Fuqua
Predicted Path:   King Arthur --[written_by]--> David Franzoni --[(INV) written_by]--> King Arthur --[directed_by]--> Antoine Fuqua
Path (Raw):       King Arthur --[written_by]--> David Franzoni --[(INV) written_by]--> King Arthur --[directed_by]--> Antoine Fuqua
Neg LogProb(↓):   0.560159
Path Entropy(↓):  0.689277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie afterglow were in which genres
Start Entity:     Afterglow
Gold Answer:      [['Music', 'Drama', 'Crime', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   Afterglow --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Equinox --[has_genre]--> Horror
Path (Raw):       Afterglow --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   0.278030
Path Entropy(↓):  0.710585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with jeff york
Start Entity:     Jeff York
Gold Answer:      [['Jeffrey Hunter', 'Fess Parker', 'John Lupton', 'Dorothy McGuire']]
Predicted Ans:    Dorothy McGuire
Predicted Path:   Jeff York --[(INV) starred_actors]--> Old Yeller --[starred_actors]--> Dorothy McGuire
Path (Raw):       Jeff York --[No Operation]--> Jeff York --[(INV) starred_actors]--> Old Yeller --[starred_actors]--> Dorothy McGuire
Neg LogProb(↓):   0.603092
Path Entropy(↓):  0.778975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in wonder boys
Start Entity:     Wonder Boys
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Wonder Boys --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       Wonder Boys --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.148330
Path Entropy(↓):  0.489785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by ivan moffat
Start Entity:     Ivan Moffat
Gold Answer:      [['Jean Negulesco', 'George Stevens', 'George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   Ivan Moffat --[(INV) written_by]--> Bhowani Junction --[directed_by]--> George Cukor
Path (Raw):       Ivan Moffat --[No Operation]--> Ivan Moffat --[(INV) written_by]--> Bhowani Junction --[directed_by]--> George Cukor
Neg LogProb(↓):   0.192676
Path Entropy(↓):  0.585300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in a bucket of blood
Start Entity:     A Bucket of Blood
Gold Answer:      [['Dick Miller']]
Predicted Ans:    Jonathan Haze
Predicted Path:   A Bucket of Blood --[starred_actors]--> Dick Miller --[(INV) starred_actors]--> The Little Shop of Horrors --[starred_actors]--> Jonathan Haze
Path (Raw):       A Bucket of Blood --[starred_actors]--> Dick Miller --[(INV) starred_actors]--> The Little Shop of Horrors --[starred_actors]--> Jonathan Haze
Neg LogProb(↓):   0.266493
Path Entropy(↓):  0.613850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What terms are applicable to the pianist
Start Entity:     The Pianist
Gold Answer:      [['adrien brody', 'jewish', 'drama', 'roman polanski', 'world war ii', 'war', 'r', 'historical', 'poland']]
Predicted Ans:    adrien brody
Predicted Path:   The Pianist --[has_tags]--> adrien brody --[(INV) has_tags]--> Dummy --[has_tags]--> adrien brody
Path (Raw):       The Pianist --[has_tags]--> adrien brody --[(INV) has_tags]--> Dummy --[has_tags]--> adrien brody
Neg LogProb(↓):   0.054851
Path Entropy(↓):  0.281953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with warren taylor
Start Entity:     Warren Taylor
Gold Answer:      [['Bob Randall']]
Predicted Ans:    Bob Randall
Predicted Path:   Warren Taylor --[(INV) written_by]--> Dead Husbands --[written_by]--> Bob Randall
Path (Raw):       Warren Taylor --[No Operation]--> Warren Taylor --[(INV) written_by]--> Dead Husbands --[written_by]--> Bob Randall
Neg LogProb(↓):   0.000764
Path Entropy(↓):  0.006247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by michelle trachtenberg fall under
Start Entity:     Michelle Trachtenberg
Gold Answer:      [['Thriller', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Michelle Trachtenberg --[(INV) starred_actors]--> Black Christmas --[has_genre]--> Horror
Path (Raw):       Michelle Trachtenberg --[No Operation]--> Michelle Trachtenberg --[(INV) starred_actors]--> Black Christmas --[has_genre]--> Horror
Neg LogProb(↓):   0.696124
Path Entropy(↓):  0.715619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in kiss and tell
Start Entity:     Kiss and Tell
Gold Answer:      [['William Dieterle', 'George Cukor', 'William A. Seiter', 'Maurice Tourneur', 'Irving Cummings', 'Walter Lang', 'Henry Hathaway', 'John Ford', 'Leigh Janiak', 'Allan Dwan', 'Walter Bernstein', 'Richard Wallace', 'Harry Lachman', 'Alexander Hall', 'William Keighley', 'Peter Godfrey', 'John S. Robertson', 'Irving Reis', 'David Butler']]
Predicted Ans:    William A. Seiter
Predicted Path:   Kiss and Tell --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[directed_by]--> William A. Seiter
Path (Raw):       Kiss and Tell --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[directed_by]--> William A. Seiter
Neg LogProb(↓):   0.872004
Path Entropy(↓):  1.765496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of bunny lake is missing
Start Entity:     Bunny Lake Is Missing
Gold Answer:      [['1954', '1944', '1959', '1967', '1979', '1968', '1963', '1957', '1951', '1953', '1947', '1948', '1971', '1955', '1949', '1950', '1960', '1965', '1945', '1958']]
Predicted Ans:    1949
Predicted Path:   Bunny Lake Is Missing --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Path (Raw):       Bunny Lake Is Missing --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Neg LogProb(↓):   0.834213
Path Entropy(↓):  1.812770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with howard da silva
Start Entity:     Howard Da Silva
Gold Answer:      [['Ricardo Montalban', 'Ken Howard', 'William Daniels', 'George Murphy']]
Predicted Ans:    Howard Da Silva
Predicted Path:   Howard Da Silva --[(INV) starred_actors]--> Border Incident --[starred_actors]--> Howard Da Silva
Path (Raw):       Howard Da Silva --[No Operation]--> Howard Da Silva --[(INV) starred_actors]--> Border Incident --[starred_actors]--> Howard Da Silva
Neg LogProb(↓):   0.005907
Path Entropy(↓):  0.037692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed frisco jenny
Start Entity:     Frisco Jenny
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Frisco Jenny --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[has_genre]--> Drama
Path (Raw):       Frisco Jenny --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[has_genre]--> Drama
Neg LogProb(↓):   0.088353
Path Entropy(↓):  0.464834
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the discovery of heaven
Start Entity:     The Discovery of Heaven
Gold Answer:      [['Jeroen Krabbé', 'Stephen Fry']]
Predicted Ans:    Stephen Fry
Predicted Path:   The Discovery of Heaven --[starred_actors]--> Stephen Fry --[(INV) starred_actors]--> Animals United --[starred_actors]--> Stephen Fry
Path (Raw):       The Discovery of Heaven --[starred_actors]--> Stephen Fry --[(INV) starred_actors]--> Animals United --[starred_actors]--> Stephen Fry
Neg LogProb(↓):   0.018499
Path Entropy(↓):  0.099440
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with rural
Start Entity:     rural
Gold Answer:      [["Winter's Bone"]]
Predicted Ans:    Winter's Bone
Predicted Path:   rural --[(INV) has_tags]--> Winter's Bone --[has_tags]--> rural --[(INV) has_tags]--> Winter's Bone
Path (Raw):       rural --[(INV) has_tags]--> Winter's Bone --[has_tags]--> rural --[(INV) has_tags]--> Winter's Bone
Neg LogProb(↓):   0.030993
Path Entropy(↓):  0.143709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by tuesday weld
Start Entity:     Tuesday Weld
Gold Answer:      [['Blake Edwards', 'Philip Dunne', 'Henry Jaglom', 'Richard Brooks', 'Noel Black', 'John Frankenheimer', 'Chris Columbus', 'Ralph Nelson', 'Bill Persky', 'Arthur Hiller']]
Predicted Ans:    John Frankenheimer
Predicted Path:   Tuesday Weld --[(INV) starred_actors]--> I Walk the Line --[directed_by]--> John Frankenheimer
Path (Raw):       Tuesday Weld --[No Operation]--> Tuesday Weld --[(INV) starred_actors]--> I Walk the Line --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   0.397389
Path Entropy(↓):  1.097925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film closet land was written by who
Start Entity:     Closet Land
Gold Answer:      [['Radha Bharadwaj']]
Predicted Ans:    Radha Bharadwaj
Predicted Path:   Closet Land --[written_by]--> Radha Bharadwaj --[(INV) written_by]--> Closet Land --[written_by]--> Radha Bharadwaj
Path (Raw):       Closet Land --[written_by]--> Radha Bharadwaj --[(INV) written_by]--> Closet Land --[written_by]--> Radha Bharadwaj
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie i still know what you did last summer were in which genres
Start Entity:     I Still Know What You Did Last Summer
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   I Still Know What You Did Last Summer --[directed_by]--> Danny Cannon --[(INV) directed_by]--> Phoenix --[has_genre]--> Crime
Path (Raw):       I Still Know What You Did Last Summer --[directed_by]--> Danny Cannon --[(INV) directed_by]--> Phoenix --[has_genre]--> Crime
Neg LogProb(↓):   0.523975
Path Entropy(↓):  0.714797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in dirty girl
Start Entity:     Dirty Girl
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dirty Girl --[starred_actors]--> Juno Temple --[(INV) starred_actors]--> Small Apartments --[has_genre]--> Comedy
Path (Raw):       Dirty Girl --[starred_actors]--> Juno Temple --[(INV) starred_actors]--> Small Apartments --[has_genre]--> Comedy
Neg LogProb(↓):   0.056122
Path Entropy(↓):  0.264614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in nightmares
Start Entity:     Nightmares
Gold Answer:      [['Cristina Raines']]
Predicted Ans:    Kiefer Sutherland
Predicted Path:   Nightmares --[starred_actors]--> Cristina Raines --[(INV) starred_actors]--> The Sentinel --[starred_actors]--> Kiefer Sutherland
Path (Raw):       Nightmares --[starred_actors]--> Cristina Raines --[(INV) starred_actors]--> The Sentinel --[starred_actors]--> Kiefer Sutherland
Neg LogProb(↓):   0.002094
Path Entropy(↓):  0.014997
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by leopoldo serran were released in which years
Start Entity:     Leopoldo Serran
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Leopoldo Serran --[(INV) written_by]--> Dona Flor and Her Two Husbands --[release_year]--> 1976
Path (Raw):       Leopoldo Serran --[No Operation]--> Leopoldo Serran --[(INV) written_by]--> Dona Flor and Her Two Husbands --[release_year]--> 1976
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by kevin corrigan fall under
Start Entity:     Kevin Corrigan
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Kevin Corrigan --[(INV) starred_actors]--> The Dog Problem --[has_genre]--> Comedy
Path (Raw):       Kevin Corrigan --[No Operation]--> Kevin Corrigan --[(INV) starred_actors]--> The Dog Problem --[has_genre]--> Comedy
Neg LogProb(↓):   0.001026
Path Entropy(↓):  0.008090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by cam gigandet released
Start Entity:     Cam Gigandet
Gold Answer:      [['2008', '2001', '2010', '1994', '2011']]
Predicted Ans:    2011
Predicted Path:   Cam Gigandet --[(INV) starred_actors]--> Priest --[release_year]--> 2011
Path (Raw):       Cam Gigandet --[No Operation]--> Cam Gigandet --[(INV) starred_actors]--> Priest --[release_year]--> 2011
Neg LogProb(↓):   0.680473
Path Entropy(↓):  1.470969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in not cool also appears in which films
Start Entity:     Not Cool
Gold Answer:      [['Smiley']]
Predicted Ans:    Smiley
Predicted Path:   Not Cool --[starred_actors]--> Shane Dawson --[(INV) starred_actors]--> Smiley
Path (Raw):       Not Cool --[starred_actors]--> Shane Dawson --[No Operation]--> Shane Dawson --[(INV) starred_actors]--> Smiley
Neg LogProb(↓):   0.278253
Path Entropy(↓):  0.554479
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in begin again
Start Entity:     Begin Again
Gold Answer:      [['Panjabi', 'English']]
Predicted Ans:    English
Predicted Path:   Begin Again --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[in_language]--> English
Path (Raw):       Begin Again --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[in_language]--> English
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was carnage released
Start Entity:     Carnage
Gold Answer:      [['2002']]
Predicted Ans:    2011
Predicted Path:   Carnage --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Carnage --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.243899
Path Entropy(↓):  3.933425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by jeff anderson in
Start Entity:     Jeff Anderson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jeff Anderson --[(INV) written_by]--> Now You Know --[has_genre]--> Comedy
Path (Raw):       Jeff Anderson --[No Operation]--> Jeff Anderson --[(INV) written_by]--> Now You Know --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in quicksand
Start Entity:     Quicksand
Gold Answer:      [['Michael Keaton', 'Michael Caine']]
Predicted Ans:    Michael Keaton
Predicted Path:   Quicksand --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop --[starred_actors]--> Michael Keaton
Path (Raw):       Quicksand --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   0.050933
Path Entropy(↓):  0.261462
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote voyage to the beginning of the world
Start Entity:     Voyage to the Beginning of the World
Gold Answer:      [['John Malkovich', 'Leonor Silveira', 'Catherine Deneuve']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Path (Raw):       Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.219861
Path Entropy(↓):  0.718580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in donovan's echo also appears in which movies
Start Entity:     Donovan's Echo
Gold Answer:      [['Saw', 'Hollywood Homicide', 'Lethal Weapon 2', "Mao's Last Dancer", 'Angels in the Outfield', 'Operation Dumbo Drop', 'Pure Luck', 'Eight Below', 'Firehouse Dog', 'Bat*21', 'Flight of the Intruder', 'Swept Away', 'The Saint of Fort Washington', 'Endless Love', 'Night Train', 'And Now a Word from Our Sponsor', 'Silverado', 'Lethal Weapon', 'Predator 2', 'Lethal Weapon 4', 'Bopha!', 'The Color Purple', "Gone Fishin'", 'Alpha and Omega', "Poor Boy's Game", 'Lethal Weapon 3', 'Be Kind Rewind', 'Barnyard', 'Below', 'Dreamgirls', 'Age of the Dragons']]
Predicted Ans:    Operation Dumbo Drop
Predicted Path:   Donovan's Echo --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop
Path (Raw):       Donovan's Echo --[starred_actors]--> Danny Glover --[No Operation]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop
Neg LogProb(↓):   0.243485
Path Entropy(↓):  0.654496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote after earth
Start Entity:     After Earth
Gold Answer:      [['M. Night Shyamalan', 'Gary Whitta', 'Will Smith']]
Predicted Ans:    Will Smith
Predicted Path:   After Earth --[written_by]--> Gary Whitta --[(INV) written_by]--> After Earth --[written_by]--> Will Smith
Path (Raw):       After Earth --[written_by]--> Gary Whitta --[(INV) written_by]--> After Earth --[written_by]--> Will Smith
Neg LogProb(↓):   0.885658
Path Entropy(↓):  1.305417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film delitto a porta romana
Start Entity:     Delitto a Porta Romana
Gold Answer:      [['Manny Perez', 'Bruno Corbucci', 'Alfredo De Villa', 'Sergio Sollima']]
Predicted Ans:    Bruno Corbucci
Predicted Path:   Delitto a Porta Romana --[starred_actors]--> Tomas Milian --[(INV) starred_actors]--> Delitto al ristorante cinese --[written_by]--> Bruno Corbucci
Path (Raw):       Delitto a Porta Romana --[starred_actors]--> Tomas Milian --[(INV) starred_actors]--> Delitto al ristorante cinese --[written_by]--> Bruno Corbucci
Neg LogProb(↓):   0.117763
Path Entropy(↓):  0.407202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by elizabeth banks
Start Entity:     Elizabeth Banks
Gold Answer:      [['2008', '2005', '2010', '2014', '2012', '2007']]
Predicted Ans:    2014
Predicted Path:   Elizabeth Banks --[(INV) starred_actors]--> The Lego Movie --[release_year]--> 2014
Path (Raw):       Elizabeth Banks --[No Operation]--> Elizabeth Banks --[(INV) starred_actors]--> The Lego Movie --[release_year]--> 2014
Neg LogProb(↓):   0.660099
Path Entropy(↓):  1.249176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film desert bloom released
Start Entity:     Desert Bloom
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Desert Bloom --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Path (Raw):       Desert Bloom --[release_year]--> 1986 --[(INV) release_year]--> Night of the Creeps --[release_year]--> 1986
Neg LogProb(↓):   3.080076
Path Entropy(↓):  4.329636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by joe schmidt
Start Entity:     Joe Schmidt
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joe Schmidt --[(INV) starred_actors]--> Paper Lion --[has_genre]--> Comedy
Path (Raw):       Joe Schmidt --[No Operation]--> Joe Schmidt --[(INV) starred_actors]--> Paper Lion --[has_genre]--> Comedy
Neg LogProb(↓):   0.001178
Path Entropy(↓):  0.009118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by mary hayley bell
Start Entity:     Mary Hayley Bell
Gold Answer:      [['1961', '1948']]
Predicted Ans:    1948
Predicted Path:   Mary Hayley Bell --[(INV) written_by]--> Scott of the Antarctic --[release_year]--> 1948
Path (Raw):       Mary Hayley Bell --[No Operation]--> Mary Hayley Bell --[(INV) written_by]--> Scott of the Antarctic --[release_year]--> 1948
Neg LogProb(↓):   0.236013
Path Entropy(↓):  0.514267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of you don't know jack
Start Entity:     You Don't Know Jack
Gold Answer:      [['Art Linson', 'Mitch Markowitz', 'Michael Crichton', 'Barry Levinson', 'Barry Morrow', 'Dean Jennings', 'David Mamet', 'James Toback', 'Barry McEvoy', 'Ronald Bass', 'Zeki Demirkubuz', 'Michael Wallach', 'Bernard Malamud', 'Dirk Shafer', 'Arthur Conan Doyle', 'Chris Columbus', 'Lorenzo Carcaterra', 'Katja von Garnier', 'Hilary Henkin', 'Larry Beinhart']]
Predicted Ans:    Barry McEvoy
Predicted Path:   You Don't Know Jack --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[written_by]--> Barry McEvoy
Path (Raw):       You Don't Know Jack --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[written_by]--> Barry McEvoy
Neg LogProb(↓):   1.073463
Path Entropy(↓):  2.152286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of godzilla 2000
Start Entity:     Godzilla 2000
Gold Answer:      [['Takao Okawara']]
Predicted Ans:    Takao Okawara
Predicted Path:   Godzilla 2000 --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla 2000 --[directed_by]--> Takao Okawara
Path (Raw):       Godzilla 2000 --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla 2000 --[directed_by]--> Takao Okawara
Neg LogProb(↓):   0.154200
Path Entropy(↓):  0.423133
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie detention
Start Entity:     Detention
Gold Answer:      [['1992', '2007', '1998', '2009', '2010', '2004', '1994', '2001', '1990', '1989', '1996', '2012', '2013', '1988', '2000', '1997', '1991', '1999', '1987']]
Predicted Ans:    2004
Predicted Path:   Detention --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[release_year]--> 2004
Path (Raw):       Detention --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Retrograde --[release_year]--> 2004
Neg LogProb(↓):   1.325965
Path Entropy(↓):  2.003965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bowery at midnight are directed by who
Start Entity:     Bowery at Midnight
Gold Answer:      [['Robert Wise', 'Ulli Lommel', 'Roger Corman', 'Frank McDonald', 'Tod Browning', 'Lew Landers', 'Robert Florey', 'Jean Yarbrough', 'Edwin L. Marin', 'Erle C. Kenton', 'William Nigh', 'Joseph H. Lewis', 'Rowland V. Lee', 'Edgar G. Ulmer', 'James McTeigue', 'John Badham']]
Predicted Ans:    Lew Landers
Predicted Path:   Bowery at Midnight --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[directed_by]--> Lew Landers
Path (Raw):       Bowery at Midnight --[starred_actors]--> Bela Lugosi --[(INV) starred_actors]--> The Raven --[directed_by]--> Lew Landers
Neg LogProb(↓):   1.002613
Path Entropy(↓):  1.221339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in last stand at saber river
Start Entity:     Last Stand at Saber River
Gold Answer:      [['Jan de Bont', 'Maggie Greenwald', 'Dean Semler', 'Ted Kotcheff', 'Michael Crichton', 'Cordell Barker', 'Simon Wincer', 'Peter Hastings', 'Mimi Leder', 'Timo Tjahjanto', 'Brian G. Hutton', 'Yurek Bogayevicz', 'Kevin Smith', 'Steven Spielberg', 'Andrew V. McLaglen', 'Peter Yates', 'Fred Schepisi', 'Norman Jewison', 'M. Night Shyamalan', 'Bruce Beresford', 'Tim McCanlies']]
Predicted Ans:    Andrew V. McLaglen
Predicted Path:   Last Stand at Saber River --[starred_actors]--> Tom Selleck --[(INV) starred_actors]--> The Shadow Riders --[directed_by]--> Andrew V. McLaglen
Path (Raw):       Last Stand at Saber River --[starred_actors]--> Tom Selleck --[(INV) starred_actors]--> The Shadow Riders --[directed_by]--> Andrew V. McLaglen
Neg LogProb(↓):   1.082946
Path Entropy(↓):  1.331025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie setup starred who
Start Entity:     Setup
Gold Answer:      [['50 Cent', 'Bruce Willis', 'Ryan Phillippe']]
Predicted Ans:    Bruce Willis
Predicted Path:   Setup --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Cop Out --[starred_actors]--> Bruce Willis
Path (Raw):       Setup --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> Cop Out --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   1.054398
Path Entropy(↓):  1.912728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by robert james waller
Start Entity:     Robert James Waller
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Robert James Waller --[(INV) written_by]--> The Bridges of Madison County --[has_genre]--> Drama
Path (Raw):       Robert James Waller --[No Operation]--> Robert James Waller --[(INV) written_by]--> The Bridges of Madison County --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does coquette fall under
Start Entity:     Coquette
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Coquette --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Coquette --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   2.866715
Path Entropy(↓):  4.188334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the rack
Start Entity:     The Rack
Gold Answer:      [['Sam Wood', 'J. Lee Thompson', 'Fritz Lang', 'Norman Taurog', 'Ron Shelton', 'Tay Garnett', 'Joseph Anthony', 'John Huston', 'Stuart Rosenberg', 'Irwin Allen', 'Martin Scorsese', 'Mervyn LeRoy', 'Robert Altman', 'Ethan Coen', 'Raoul Walsh', 'Sidney Sheldon', 'John Ford', 'Robert Aldrich', 'Mark Robson', 'Melville Shavelson', 'Anthony Mann', 'Martin Ritt', 'Vincent Sherman', 'Budd Boetticher', 'Joe Ranft', 'Hal Kanter', 'Robert Rossen', 'Francis Ford Coppola', 'Marek Kanievska', 'George Roy Hill', 'Paul Newman', 'Robert Benton', 'Bruce Geller', 'Fred M. Wilcox', 'Leo McCarey', 'Vincente Minnelli', 'Luis Mandoki', 'Alfred Hitchcock', 'Sidney Lumet', 'Don Siegel', 'Robert Siodmak', 'Victor Saville', 'Catherine Hardwicke', 'John Guillermin', 'Arthur Penn', 'Sydney Pollack', 'William Wyler', 'John Lasseter', 'Richard Brooks']]
Predicted Ans:    Fritz Lang
Predicted Path:   The Rack --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       The Rack --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   1.332292
Path Entropy(↓):  0.705369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film lone survivor
Start Entity:     Lone Survivor
Gold Answer:      [['2008', '2003', '2006', '1974', '2007', '1968', '1998', '2009', '2010', '2004', '1972', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999', '1969']]
Predicted Ans:    2013
Predicted Path:   Lone Survivor --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Path (Raw):       Lone Survivor --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> Lone Survivor --[release_year]--> 2013
Neg LogProb(↓):   1.259610
Path Entropy(↓):  2.082072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by ed westwick
Start Entity:     Ed Westwick
Gold Answer:      [['Chris Fisher', 'Eric Red']]
Predicted Ans:    Eric Red
Predicted Path:   Ed Westwick --[(INV) starred_actors]--> 100 Feet --[directed_by]--> Eric Red
Path (Raw):       Ed Westwick --[No Operation]--> Ed Westwick --[(INV) starred_actors]--> 100 Feet --[directed_by]--> Eric Red
Neg LogProb(↓):   0.019501
Path Entropy(↓):  0.095348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in eyes without a face
Start Entity:     Eyes Without a Face
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Eyes Without a Face --[starred_actors]--> Alida Valli --[(INV) starred_actors]--> Il Grido --[in_language]--> Italian
Path (Raw):       Eyes Without a Face --[starred_actors]--> Alida Valli --[(INV) starred_actors]--> Il Grido --[in_language]--> Italian
Neg LogProb(↓):   0.007220
Path Entropy(↓):  0.042669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the black watch
Start Entity:     The Black Watch
Gold Answer:      [['Evelyn Prentice', 'Shadow of the Thin Man', 'Wife vs. Secretary', 'Wings in the Dark', 'Song of the Thin Man', 'When Ladies Meet', 'Manhattan Melodrama', 'Lucky Night', 'Lonelyhearts', 'Another Thin Man', 'Cheaper by the Dozen', 'The Best Years of Our Lives', 'The Animal Kingdom', 'The Thin Man Goes Home', 'The Bachelor and the Bobby-Soxer', 'Mr. Blandings Builds His Dream House', 'Test Pilot', 'The Informer', 'Gunga Din', 'Love Crazy', 'I Love You Again', 'Too Hot to Handle', 'Thirteen Women', 'The Thin Man', 'The Prizefighter and the Lady', 'Double Wedding', 'Wee Willie Winkie', 'Broadway Bill', 'Dishonored', 'Penthouse', 'The Great Ziegfeld', 'The Lost Patrol', 'After the Thin Man', 'From the Terrace', 'The Rains Came', 'Libeled Lady', 'Bengazi']]
Predicted Ans:    Wife vs. Secretary
Predicted Path:   The Black Watch --[starred_actors]--> Myrna Loy --[(INV) starred_actors]--> Wife vs. Secretary
Path (Raw):       The Black Watch --[starred_actors]--> Myrna Loy --[No Operation]--> Myrna Loy --[(INV) starred_actors]--> Wife vs. Secretary
Neg LogProb(↓):   0.975161
Path Entropy(↓):  1.961054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film rock'n'roll high school
Start Entity:     Rock 'n' Roll High School
Gold Answer:      [['David Dobkin', 'Sven Davison']]
Predicted Ans:    Allan Arkush
Predicted Path:   Rock 'n' Roll High School --[starred_actors]--> Clint Howard --[(INV) starred_actors]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Path (Raw):       Rock 'n' Roll High School --[starred_actors]--> Clint Howard --[(INV) starred_actors]--> Rock 'n' Roll High School --[written_by]--> Allan Arkush
Neg LogProb(↓):   0.000253
Path Entropy(↓):  0.002391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose writers also wrote grayeagle
Start Entity:     Grayeagle
Gold Answer:      [['Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Grayeagle --[written_by]--> Charles B. Pierce --[(INV) written_by]--> The Evictors --[has_genre]--> Horror
Path (Raw):       Grayeagle --[written_by]--> Charles B. Pierce --[(INV) written_by]--> The Evictors --[has_genre]--> Horror
Neg LogProb(↓):   1.154492
Path Entropy(↓):  2.043741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for late august, early september
Start Entity:     Late August, Early September
Gold Answer:      [['Olivier Assayas']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Late August, Early September --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Irma Vep --[directed_by]--> Olivier Assayas
Path (Raw):       Late August, Early September --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Irma Vep --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.062464
Path Entropy(↓):  0.305971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with nothing were released in which years
Start Entity:     Nothing
Gold Answer:      [['1997', '2009', '2007']]
Predicted Ans:    2003
Predicted Path:   Nothing --[written_by]--> Vincenzo Natali --[(INV) written_by]--> Nothing --[release_year]--> 2003
Path (Raw):       Nothing --[written_by]--> Vincenzo Natali --[(INV) written_by]--> Nothing --[release_year]--> 2003
Neg LogProb(↓):   0.332074
Path Entropy(↓):  0.664383
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What type of movie is the plague dogs
Start Entity:     The Plague Dogs
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Plague Dogs --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Plague Dogs --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.228483
Path Entropy(↓):  4.549965
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by mike clattenburg
Start Entity:     Mike Clattenburg
Gold Answer:      [['Nick Stahl']]
Predicted Ans:    Nick Stahl
Predicted Path:   Mike Clattenburg --[(INV) written_by]--> Afghan Luke --[starred_actors]--> Nick Stahl
Path (Raw):       Mike Clattenburg --[No Operation]--> Mike Clattenburg --[(INV) written_by]--> Afghan Luke --[starred_actors]--> Nick Stahl
Neg LogProb(↓):   0.000376
Path Entropy(↓):  0.003337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by bruce dern
Start Entity:     bruce dern
Gold Answer:      [['Down Periscope', 'Nebraska', 'The Cowboys', 'Black Sunday']]
Predicted Ans:    Nebraska
Predicted Path:   bruce dern --[(INV) has_tags]--> Nebraska --[has_tags]--> nebraska --[(INV) has_tags]--> Nebraska
Path (Raw):       bruce dern --[(INV) has_tags]--> Nebraska --[has_tags]--> nebraska --[(INV) has_tags]--> Nebraska
Neg LogProb(↓):   0.100035
Path Entropy(↓):  0.317171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for nixon
Start Entity:     Nixon
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Nixon --[written_by]--> Oliver Stone --[(INV) written_by]--> Comandante --[written_by]--> Oliver Stone
Path (Raw):       Nixon --[written_by]--> Oliver Stone --[(INV) written_by]--> Comandante --[written_by]--> Oliver Stone
Neg LogProb(↓):   0.301268
Path Entropy(↓):  0.728842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of guest house paradiso
Start Entity:     Guest House Paradiso
Gold Answer:      [['Drop Dead Fred']]
Predicted Ans:    Guest House Paradiso
Predicted Path:   Guest House Paradiso --[starred_actors]--> Adrian Edmondson --[(INV) starred_actors]--> Guest House Paradiso
Path (Raw):       Guest House Paradiso --[starred_actors]--> Adrian Edmondson --[No Operation]--> Adrian Edmondson --[(INV) starred_actors]--> Guest House Paradiso
Neg LogProb(↓):   0.064810
Path Entropy(↓):  0.238864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by dichen lachman
Start Entity:     Dichen Lachman
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Dichen Lachman --[(INV) starred_actors]--> Lust for Love --[release_year]--> 2014
Path (Raw):       Dichen Lachman --[No Operation]--> Dichen Lachman --[(INV) starred_actors]--> Lust for Love --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with a midsummer night's dream fall under
Start Entity:     A Midsummer Night's Dream
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'History', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Midsummer Night's Dream --[written_by]--> Charles Kenyon --[(INV) written_by]--> One Hundred Men and a Girl --[has_genre]--> Comedy
Path (Raw):       A Midsummer Night's Dream --[written_by]--> Charles Kenyon --[(INV) written_by]--> One Hundred Men and a Girl --[has_genre]--> Comedy
Neg LogProb(↓):   2.654408
Path Entropy(↓):  2.424616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of dream a little dream
Start Entity:     Dream a Little Dream
Gold Answer:      [['Sean Astin', 'Laura San Giacomo', 'Dermot Mulroney']]
Predicted Ans:    Jason Robards
Predicted Path:   Dream a Little Dream --[written_by]--> Marc Rocco --[(INV) written_by]--> Dream a Little Dream --[starred_actors]--> Jason Robards
Path (Raw):       Dream a Little Dream --[written_by]--> Marc Rocco --[(INV) written_by]--> Dream a Little Dream --[starred_actors]--> Jason Robards
Neg LogProb(↓):   0.113175
Path Entropy(↓):  0.399182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by mans marlind
Start Entity:     Måns Mårlind
Gold Answer:      [['Josefin Neldén', 'Adam Lundgren', 'Jonathan Andersson']]
Predicted Ans:    Jonathan Andersson
Predicted Path:   Måns Mårlind --[(INV) directed_by]--> Shed No Tears --[starred_actors]--> Jonathan Andersson
Path (Raw):       Måns Mårlind --[No Operation]--> Måns Mårlind --[(INV) directed_by]--> Shed No Tears --[starred_actors]--> Jonathan Andersson
Neg LogProb(↓):   0.017892
Path Entropy(↓):  0.095748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by robert walker
Start Entity:     Robert Walker
Gold Answer:      [['Richard Thorpe', 'Wesley Ruggles', 'Mervyn LeRoy', 'Leo McCarey', 'Vincente Minnelli', 'Alfred Hitchcock']]
Predicted Ans:    Mervyn LeRoy
Predicted Path:   Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy
Path (Raw):       Robert Walker --[No Operation]--> Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy
Neg LogProb(↓):   0.472815
Path Entropy(↓):  0.739731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with christophe honore
Start Entity:     christophe honoré
Gold Answer:      [['Close to Leo', 'Love Songs']]
Predicted Ans:    Love Songs
Predicted Path:   christophe honoré --[(INV) has_tags]--> Love Songs --[has_tags]--> louis garrel --[(INV) has_tags]--> Love Songs
Path (Raw):       christophe honoré --[(INV) has_tags]--> Love Songs --[has_tags]--> louis garrel --[(INV) has_tags]--> Love Songs
Neg LogProb(↓):   0.002378
Path Entropy(↓):  0.016767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of all quiet on the western front
Start Entity:     All Quiet on the Western Front
Gold Answer:      [['Robert Young', 'Charles Boyer', 'John Gavin', 'Robert Taylor', 'Charles Laughton', 'Al Pacino', 'Marthe Keller', 'Margaret Sullavan', 'Ingrid Bergman', 'Franchot Tone']]
Predicted Ans:    John Gavin
Predicted Path:   All Quiet on the Western Front --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> A Time to Love and a Time to Die --[starred_actors]--> John Gavin
Path (Raw):       All Quiet on the Western Front --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> A Time to Love and a Time to Die --[starred_actors]--> John Gavin
Neg LogProb(↓):   1.655265
Path Entropy(↓):  2.077830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of all the real girls
Start Entity:     All the Real Girls
Gold Answer:      [['David Gordon Green']]
Predicted Ans:    David Gordon Green
Predicted Path:   All the Real Girls --[written_by]--> David Gordon Green --[(INV) written_by]--> Snow Angels --[directed_by]--> David Gordon Green
Path (Raw):       All the Real Girls --[written_by]--> David Gordon Green --[(INV) written_by]--> Snow Angels --[directed_by]--> David Gordon Green
Neg LogProb(↓):   0.000710
Path Entropy(↓):  0.006463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the brown bunny
Start Entity:     The Brown Bunny
Gold Answer:      [['Vincent Gallo']]
Predicted Ans:    Vincent Gallo
Predicted Path:   The Brown Bunny --[written_by]--> Vincent Gallo --[(INV) written_by]--> Buffalo '66 --[written_by]--> Vincent Gallo
Path (Raw):       The Brown Bunny --[written_by]--> Vincent Gallo --[(INV) written_by]--> Buffalo '66 --[written_by]--> Vincent Gallo
Neg LogProb(↓):   0.351877
Path Entropy(↓):  0.607985
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of house of cards
Start Entity:     House of Cards
Gold Answer:      [['Michael Lessac']]
Predicted Ans:    Michael Lessac
Predicted Path:   House of Cards --[written_by]--> Michael Lessac --[(INV) written_by]--> House of Cards --[written_by]--> Michael Lessac
Path (Raw):       House of Cards --[written_by]--> Michael Lessac --[(INV) written_by]--> House of Cards --[written_by]--> Michael Lessac
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did claude rains act in
Start Entity:     Claude Rains
Gold Answer:      [['Now, Voyager', 'The Prince and the Pauper', 'Deception', 'Notorious', 'The Wolf Man', 'Four Daughters', 'Mr. Smith Goes to Washington', 'The Lost World', 'Where Danger Lives', 'The Unsuspected', 'They Made Me a Criminal', 'Angel on My Shoulder', 'The Invisible Man', 'Moontide', 'Phantom of the Opera', 'The Clairvoyant', 'Passage to Marseille', 'White Banners', 'Mr. Skeffington', 'Casablanca', 'Caesar and Cleopatra', 'Here Comes Mr. Jordan', 'The Adventures of Robin Hood']]
Predicted Ans:    The Lost World
Predicted Path:   Claude Rains --[(INV) starred_actors]--> The Lost World --[starred_actors]--> David Hedison --[(INV) starred_actors]--> The Lost World
Path (Raw):       Claude Rains --[(INV) starred_actors]--> The Lost World --[starred_actors]--> David Hedison --[(INV) starred_actors]--> The Lost World
Neg LogProb(↓):   0.502315
Path Entropy(↓):  1.296017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film fire in the sky are directed by who
Start Entity:     Fire in the Sky
Gold Answer:      [['Peter Ettinger', 'Reginald Hudlin', 'Rob Pritts', 'R.W. Goodwin', 'Robert Redford', 'Jim Wilson', 'Wes Craven', 'Christopher Cain', 'John Bonito', 'Rory Kelly', 'David S. Ward', 'James Mangold', 'Keith Gordon', 'James Yukich', 'Gabriel Bologna', 'Rob Morrow', 'Clive Barker']]
Predicted Ans:    Christopher Cain
Predicted Path:   Fire in the Sky --[starred_actors]--> Craig Sheffer --[(INV) starred_actors]--> That Was Then... This Is Now --[directed_by]--> Christopher Cain
Path (Raw):       Fire in the Sky --[starred_actors]--> Craig Sheffer --[(INV) starred_actors]--> That Was Then... This Is Now --[directed_by]--> Christopher Cain
Neg LogProb(↓):   0.209534
Path Entropy(↓):  0.487057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in they only kill their masters
Start Entity:     They Only Kill Their Masters
Gold Answer:      [['Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   They Only Kill Their Masters --[starred_actors]--> Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       They Only Kill Their Masters --[starred_actors]--> Hal Holbrook --[(INV) starred_actors]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.382651
Path Entropy(↓):  0.690094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of bus stop
Start Entity:     Bus Stop
Gold Answer:      [['Daniel Mann', 'John Frankenheimer', 'Elia Kazan', 'Joshua Logan']]
Predicted Ans:    Joshua Logan
Predicted Path:   Bus Stop --[written_by]--> William Inge --[(INV) written_by]--> Picnic --[directed_by]--> Joshua Logan
Path (Raw):       Bus Stop --[written_by]--> William Inge --[(INV) written_by]--> Picnic --[directed_by]--> Joshua Logan
Neg LogProb(↓):   0.225685
Path Entropy(↓):  0.554845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in tie me up! tie me down!
Start Entity:     Tie Me Up! Tie Me Down!
Gold Answer:      [['Music', 'Sport', 'Western', 'Drama', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Tie Me Up! Tie Me Down! --[starred_actors]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[has_genre]--> Comedy
Path (Raw):       Tie Me Up! Tie Me Down! --[starred_actors]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[has_genre]--> Comedy
Neg LogProb(↓):   0.802497
Path Entropy(↓):  1.092327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by mary gallagher
Start Entity:     Mary Gallagher
Gold Answer:      [['The Passion of Ayn Rand']]
Predicted Ans:    The Passion of Ayn Rand
Predicted Path:   Mary Gallagher --[(INV) written_by]--> The Passion of Ayn Rand --[written_by]--> Barbara Branden --[(INV) written_by]--> The Passion of Ayn Rand
Path (Raw):       Mary Gallagher --[(INV) written_by]--> The Passion of Ayn Rand --[written_by]--> Barbara Branden --[(INV) written_by]--> The Passion of Ayn Rand
Neg LogProb(↓):   0.864305
Path Entropy(↓):  1.022826
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the dead in tombstone director
Start Entity:     Dead in Tombstone
Gold Answer:      [['Tony Giglio']]
Predicted Ans:    Brendan Cowles
Predicted Path:   Dead in Tombstone --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Dead in Tombstone --[written_by]--> Brendan Cowles
Path (Raw):       Dead in Tombstone --[directed_by]--> Roel Reiné --[(INV) directed_by]--> Dead in Tombstone --[written_by]--> Brendan Cowles
Neg LogProb(↓):   0.549592
Path Entropy(↓):  1.108647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of inherent vice
Start Entity:     Inherent Vice
Gold Answer:      [['The Master', 'Punch-Drunk Love', 'Hard Eight', 'Boogie Nights', 'There Will Be Blood', 'Magnolia']]
Predicted Ans:    The Master
Predicted Path:   Inherent Vice --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> The Master
Path (Raw):       Inherent Vice --[No Operation]--> Inherent Vice --[written_by]--> Paul Thomas Anderson --[(INV) written_by]--> The Master
Neg LogProb(↓):   0.577399
Path Entropy(↓):  1.247381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did vera zorina star in
Start Entity:     Vera Zorina
Gold Answer:      [['I Was an Adventuress']]
Predicted Ans:    Stanley and Livingstone
Predicted Path:   Vera Zorina --[(INV) starred_actors]--> I Was an Adventuress --[starred_actors]--> Richard Greene --[(INV) starred_actors]--> Stanley and Livingstone
Path (Raw):       Vera Zorina --[(INV) starred_actors]--> I Was an Adventuress --[starred_actors]--> Richard Greene --[(INV) starred_actors]--> Stanley and Livingstone
Neg LogProb(↓):   0.475196
Path Entropy(↓):  0.808834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie the lost world
Start Entity:     The Lost World
Gold Answer:      [['1962', '1978', '1972', '1979', '1961']]
Predicted Ans:    1972
Predicted Path:   The Lost World --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Poseidon Adventure --[release_year]--> 1972
Path (Raw):       The Lost World --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Poseidon Adventure --[release_year]--> 1972
Neg LogProb(↓):   0.855794
Path Entropy(↓):  1.369616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of king david also directed which films
Start Entity:     King David
Gold Answer:      [['A Good Man in Africa', 'Her Alibi', 'Breaker Morant', 'Bride of the Wind', 'Crimes of the Heart', 'The Contract', 'And Starring Pancho Villa as Himself', 'Silent Fall', 'Black Robe', 'Double Jeopardy', 'Tender Mercies', 'Paradise Road', 'Driving Miss Daisy']]
Predicted Ans:    The Contract
Predicted Path:   King David --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> The Contract
Path (Raw):       King David --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> The Contract --[No Operation]--> The Contract
Neg LogProb(↓):   0.967339
Path Entropy(↓):  1.590856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed yella
Start Entity:     Yella
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Yella --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Jerichow --[has_genre]--> Drama
Path (Raw):       Yella --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Jerichow --[has_genre]--> Drama
Neg LogProb(↓):   0.181332
Path Entropy(↓):  0.461546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of stand up and cheer!
Start Entity:     Stand Up and Cheer!
Gold Answer:      [['John Ford', 'Archie Mayo', 'Harry Lachman', 'Irving Cummings']]
Predicted Ans:    Irving Cummings
Predicted Path:   Stand Up and Cheer! --[written_by]--> Ralph Spence --[(INV) written_by]--> Poor Little Rich Girl --[directed_by]--> Irving Cummings
Path (Raw):       Stand Up and Cheer! --[written_by]--> Ralph Spence --[(INV) written_by]--> Poor Little Rich Girl --[directed_by]--> Irving Cummings
Neg LogProb(↓):   0.258376
Path Entropy(↓):  0.642134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was judith guest the writer of
Start Entity:     Judith Guest
Gold Answer:      [['Ordinary People']]
Predicted Ans:    Ordinary People
Predicted Path:   Judith Guest --[(INV) written_by]--> Ordinary People --[written_by]--> Judith Guest --[(INV) written_by]--> Ordinary People
Path (Raw):       Judith Guest --[(INV) written_by]--> Ordinary People --[written_by]--> Judith Guest --[(INV) written_by]--> Ordinary People
Neg LogProb(↓):   0.958765
Path Entropy(↓):  0.665688
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the color purple were in which languages
Start Entity:     The Color Purple
Gold Answer:      [['Mende', 'Polish', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   The Color Purple --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Empire of the Sun --[in_language]--> Japanese
Path (Raw):       The Color Purple --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Empire of the Sun --[in_language]--> Japanese
Neg LogProb(↓):   0.370533
Path Entropy(↓):  0.766439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by frank galati release
Start Entity:     Frank Galati
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Frank Galati --[(INV) written_by]--> The Accidental Tourist --[release_year]--> 1988
Path (Raw):       Frank Galati --[No Operation]--> Frank Galati --[(INV) written_by]--> The Accidental Tourist --[release_year]--> 1988
Neg LogProb(↓):   0.000159
Path Entropy(↓):  0.001553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does the informer fall under
Start Entity:     The Informer
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Informer --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Informer --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.263408
Path Entropy(↓):  4.472215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie ambush released
Start Entity:     Ambush
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Ambush --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Path (Raw):       Ambush --[release_year]--> 1999 --[(INV) release_year]--> Message in a Bottle --[release_year]--> 1999
Neg LogProb(↓):   3.143731
Path Entropy(↓):  4.404630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of mister magoo's christmas carol
Start Entity:     Mister Magoo's Christmas Carol
Gold Answer:      [['Charles Dickens']]
Predicted Ans:    Charles Dickens
Predicted Path:   Mister Magoo's Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> Little Dorrit --[written_by]--> Charles Dickens
Path (Raw):       Mister Magoo's Christmas Carol --[written_by]--> Charles Dickens --[(INV) written_by]--> Little Dorrit --[written_by]--> Charles Dickens
Neg LogProb(↓):   0.666307
Path Entropy(↓):  1.070457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by irina demick
Start Entity:     Irina Demick
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Irina Demick --[(INV) starred_actors]--> The Visit --[release_year]--> 1964
Path (Raw):       Irina Demick --[No Operation]--> Irina Demick --[(INV) starred_actors]--> The Visit --[release_year]--> 1964
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by michael morrissey starred which actors
Start Entity:     Michael Morrissey
Gold Answer:      [['Bill Sage', 'Zulay Henao', 'Daniel Stewart Sherman', 'Caleb Steinmeyer']]
Predicted Ans:    Zulay Henao
Predicted Path:   Michael Morrissey --[(INV) written_by]--> Boy Wonder --[starred_actors]--> Zulay Henao
Path (Raw):       Michael Morrissey --[No Operation]--> Michael Morrissey --[(INV) written_by]--> Boy Wonder --[starred_actors]--> Zulay Henao
Neg LogProb(↓):   0.545260
Path Entropy(↓):  1.022293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie state of play
Start Entity:     State of Play
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   State of Play --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       State of Play --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.305586
Path Entropy(↓):  4.573696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is ouija
Start Entity:     Ouija
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Ouija --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Ouija --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.308291
Path Entropy(↓):  3.793684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe wide - eyed and legless
Start Entity:     Wide-Eyed and Legless
Gold Answer:      [['richard loncraine']]
Predicted Ans:    richard loncraine
Predicted Path:   Wide-Eyed and Legless --[has_tags]--> richard loncraine --[(INV) has_tags]--> Wide-Eyed and Legless --[has_tags]--> richard loncraine
Path (Raw):       Wide-Eyed and Legless --[has_tags]--> richard loncraine --[(INV) has_tags]--> Wide-Eyed and Legless --[has_tags]--> richard loncraine
Neg LogProb(↓):   0.000151
Path Entropy(↓):  0.001553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie airbag
Start Entity:     Airbag
Gold Answer:      [['Fernando Guillén Cuervo', 'Manuel Manquiña', 'Karra Elejalde']]
Predicted Ans:    Fernando Guillén Cuervo
Predicted Path:   Airbag --[starred_actors]--> Fernando Guillén Cuervo --[(INV) starred_actors]--> Airbag --[starred_actors]--> Fernando Guillén Cuervo
Path (Raw):       Airbag --[starred_actors]--> Fernando Guillén Cuervo --[(INV) starred_actors]--> Airbag --[starred_actors]--> Fernando Guillén Cuervo
Neg LogProb(↓):   0.021668
Path Entropy(↓):  0.117171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the house of yes
Start Entity:     The House of Yes
Gold Answer:      [['Josh Hamilton', 'Parker Posey', 'Tori Spelling']]
Predicted Ans:    Josh Hamilton
Predicted Path:   The House of Yes --[starred_actors]--> Josh Hamilton --[(INV) starred_actors]--> Dark Skies --[starred_actors]--> Josh Hamilton
Path (Raw):       The House of Yes --[starred_actors]--> Josh Hamilton --[(INV) starred_actors]--> Dark Skies --[starred_actors]--> Josh Hamilton
Neg LogProb(↓):   0.002817
Path Entropy(↓):  0.021777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by bernard hepton in
Start Entity:     Bernard Hepton
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Bernard Hepton --[(INV) starred_actors]--> The Woman in Black --[has_genre]--> Drama
Path (Raw):       Bernard Hepton --[No Operation]--> Bernard Hepton --[(INV) starred_actors]--> The Woman in Black --[has_genre]--> Drama
Neg LogProb(↓):   0.656170
Path Entropy(↓):  1.025956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie nuts starred who
Start Entity:     Nuts
Gold Answer:      [['Karl Malden', 'Richard Dreyfuss', 'Barbra Streisand']]
Predicted Ans:    Barbra Streisand
Predicted Path:   Nuts --[starred_actors]--> Barbra Streisand --[(INV) starred_actors]--> The Owl and the Pussycat --[starred_actors]--> Barbra Streisand
Path (Raw):       Nuts --[starred_actors]--> Barbra Streisand --[(INV) starred_actors]--> The Owl and the Pussycat --[starred_actors]--> Barbra Streisand
Neg LogProb(↓):   0.172044
Path Entropy(↓):  0.502433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by alan alda
Start Entity:     alan alda
Gold Answer:      [['Resurrecting the Champ', 'The Four Seasons', 'Tower Heist']]
Predicted Ans:    Resurrecting the Champ
Predicted Path:   alan alda --[(INV) has_tags]--> Resurrecting the Champ --[has_tags]--> rod lurie --[(INV) has_tags]--> Resurrecting the Champ
Path (Raw):       alan alda --[(INV) has_tags]--> Resurrecting the Champ --[has_tags]--> rod lurie --[(INV) has_tags]--> Resurrecting the Champ
Neg LogProb(↓):   0.428800
Path Entropy(↓):  0.855502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film carla's song were in which genres
Start Entity:     Carla's Song
Gold Answer:      [['Music', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Carla's Song --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> The Unloved --[has_genre]--> Drama
Path (Raw):       Carla's Song --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> The Unloved --[has_genre]--> Drama
Neg LogProb(↓):   0.059777
Path Entropy(↓):  0.230392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie satan's little helper were released in which years
Start Entity:     Satan's Little Helper
Gold Answer:      [['1976', '1978', '1981']]
Predicted Ans:    1981
Predicted Path:   Satan's Little Helper --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Just Before Dawn --[release_year]--> 1981
Path (Raw):       Satan's Little Helper --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Just Before Dawn --[release_year]--> 1981
Neg LogProb(↓):   0.678280
Path Entropy(↓):  1.032241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by tony mitchell
Start Entity:     Tony Mitchell
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Tony Mitchell --[(INV) directed_by]--> Flood --[release_year]--> 2007
Path (Raw):       Tony Mitchell --[No Operation]--> Tony Mitchell --[(INV) directed_by]--> Flood --[release_year]--> 2007
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by samantha morton
Start Entity:     Samantha Morton
Gold Answer:      [['Robert Carlyle', 'Susan Lynch', 'Molly Windsor']]
Predicted Ans:    Robert Carlyle
Predicted Path:   Samantha Morton --[(INV) written_by]--> The Unloved --[starred_actors]--> Robert Carlyle
Path (Raw):       Samantha Morton --[No Operation]--> Samantha Morton --[(INV) written_by]--> The Unloved --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.295292
Path Entropy(↓):  0.742019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film melvin and howard starred which actors
Start Entity:     Melvin and Howard
Gold Answer:      [['Mary Steenburgen', 'Jason Robards', 'Paul Le Mat']]
Predicted Ans:    Mary Steenburgen
Predicted Path:   Melvin and Howard --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Powder --[starred_actors]--> Mary Steenburgen
Path (Raw):       Melvin and Howard --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Powder --[starred_actors]--> Mary Steenburgen
Neg LogProb(↓):   0.847414
Path Entropy(↓):  1.381711
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by roland young were directed by who
Start Entity:     Roland Young
Gold Answer:      [['J. Lee Thompson', 'Andrew Marton', 'Frank Tuttle', 'Nick Grinde', 'Richard Wallace', 'René Clair', 'Norman Z. McLeod', 'Robert Stevenson', 'Compton Bennett']]
Predicted Ans:    Andrew Marton
Predicted Path:   Roland Young --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Andrew Marton
Path (Raw):       Roland Young --[No Operation]--> Roland Young --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Andrew Marton
Neg LogProb(↓):   0.780380
Path Entropy(↓):  1.196314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the greening of whitney brown released
Start Entity:     The Greening of Whitney Brown
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Greening of Whitney Brown --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Greening of Whitney Brown --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.193831
Path Entropy(↓):  4.781574
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the patriot also directed which movies
Start Entity:     The Patriot
Gold Answer:      [['10,000 BC', 'Godzilla', 'White House Down', 'Universal Soldier', 'Firestorm', 'Stargate', 'The Day After Tomorrow', 'Anonymous', 'Independence Day', 'Moon 44', '2012', 'Joey']]
Predicted Ans:    The Day After Tomorrow
Predicted Path:   The Patriot --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> The Day After Tomorrow
Path (Raw):       The Patriot --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> The Day After Tomorrow --[No Operation]--> The Day After Tomorrow
Neg LogProb(↓):   0.329500
Path Entropy(↓):  1.006674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of the best offer also wrote which movies
Start Entity:     The Best Offer
Gold Answer:      [['The Legend of 1900', 'The Star Maker', 'Cinema Paradiso', 'A Pure Formality', "Everybody's Fine", 'The Unknown Woman', 'Malèna', 'Baarìa']]
Predicted Ans:    A Pure Formality
Predicted Path:   The Best Offer --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> A Pure Formality
Path (Raw):       The Best Offer --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> A Pure Formality --[No Operation]--> A Pure Formality
Neg LogProb(↓):   0.404862
Path Entropy(↓):  1.173744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with robert j. rosenthal
Start Entity:     Robert J. Rosenthal
Gold Answer:      [['Joseph Ruben']]
Predicted Ans:    Robert J. Rosenthal
Predicted Path:   Robert J. Rosenthal --[(INV) written_by]--> The Pom Pom Girls --[written_by]--> Robert J. Rosenthal
Path (Raw):       Robert J. Rosenthal --[No Operation]--> Robert J. Rosenthal --[(INV) written_by]--> The Pom Pom Girls --[written_by]--> Robert J. Rosenthal
Neg LogProb(↓):   0.357261
Path Entropy(↓):  0.611212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the main language in talk of angels
Start Entity:     Talk of Angels
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Talk of Angels --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Talk of Angels --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   2.000901
Path Entropy(↓):  3.202768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by daniel menaker
Start Entity:     Daniel Menaker
Gold Answer:      [['Oren Rudavsky']]
Predicted Ans:    Oren Rudavsky
Predicted Path:   Daniel Menaker --[(INV) written_by]--> The Treatment --[directed_by]--> Oren Rudavsky
Path (Raw):       Daniel Menaker --[No Operation]--> Daniel Menaker --[(INV) written_by]--> The Treatment --[directed_by]--> Oren Rudavsky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing the iron horse
Start Entity:     The Iron Horse
Gold Answer:      [['john ford', 'silent']]
Predicted Ans:    john ford
Predicted Path:   The Iron Horse --[has_tags]--> john ford --[(INV) has_tags]--> The Informer --[has_tags]--> john ford
Path (Raw):       The Iron Horse --[has_tags]--> john ford --[(INV) has_tags]--> The Informer --[has_tags]--> john ford
Neg LogProb(↓):   0.384532
Path Entropy(↓):  1.112258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with edith hamilton
Start Entity:     Edith Hamilton
Gold Answer:      [['Euripides']]
Predicted Ans:    Euripides
Predicted Path:   Edith Hamilton --[(INV) written_by]--> The Trojan Women --[written_by]--> Euripides
Path (Raw):       Edith Hamilton --[No Operation]--> Edith Hamilton --[(INV) written_by]--> The Trojan Women --[written_by]--> Euripides
Neg LogProb(↓):   0.000356
Path Entropy(↓):  0.003184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is frankenstein's army in
Start Entity:     Frankenstein's Army
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Frankenstein's Army --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Frankenstein's Army --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   1.788204
Path Entropy(↓):  3.579440
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of matthew dabner written movies
Start Entity:     Matthew Dabner
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Matthew Dabner --[(INV) written_by]--> The Square --[release_year]--> 2008
Path (Raw):       Matthew Dabner --[No Operation]--> Matthew Dabner --[(INV) written_by]--> The Square --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by ernest thompson
Start Entity:     Ernest Thompson
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Ernest Thompson --[(INV) directed_by]--> 1969 --[directed_by]--> Ernest Thompson --[(INV) directed_by]--> 1969
Path (Raw):       Ernest Thompson --[(INV) directed_by]--> 1969 --[directed_by]--> Ernest Thompson --[(INV) directed_by]--> 1969
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by four daughters writers release
Start Entity:     Four Daughters
Gold Answer:      [['1946', '1954', '1944', '1959', '1941', '1947', '1932', '1931', '1983', '1972', '1938', '1961', '1934', '2000', '1964', '1949', '1966', '1952', '1958']]
Predicted Ans:    1972
Predicted Path:   Four Daughters --[written_by]--> Julius J. Epstein --[(INV) written_by]--> Pete 'n' Tillie --[release_year]--> 1972
Path (Raw):       Four Daughters --[written_by]--> Julius J. Epstein --[(INV) written_by]--> Pete 'n' Tillie --[release_year]--> 1972
Neg LogProb(↓):   1.483795
Path Entropy(↓):  2.594697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by trog actors
Start Entity:     Trog
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Trog --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[has_genre]--> Drama
Path (Raw):       Trog --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Torch Song --[has_genre]--> Drama
Neg LogProb(↓):   2.080430
Path Entropy(↓):  2.449772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of adam garcia acted films
Start Entity:     Adam Garcia
Gold Answer:      [['Sara Sugarman', 'David McNally']]
Predicted Ans:    Sara Sugarman
Predicted Path:   Adam Garcia --[(INV) starred_actors]--> Confessions of a Teenage Drama Queen --[directed_by]--> Sara Sugarman
Path (Raw):       Adam Garcia --[No Operation]--> Adam Garcia --[(INV) starred_actors]--> Confessions of a Teenage Drama Queen --[directed_by]--> Sara Sugarman
Neg LogProb(↓):   0.185942
Path Entropy(↓):  0.572795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of herman daly starred movies
Start Entity:     Herman Daly
Gold Answer:      [['Ross Ashcroft']]
Predicted Ans:    Ross Ashcroft
Predicted Path:   Herman Daly --[(INV) starred_actors]--> Four Horsemen --[written_by]--> Ross Ashcroft
Path (Raw):       Herman Daly --[No Operation]--> Herman Daly --[(INV) starred_actors]--> Four Horsemen --[written_by]--> Ross Ashcroft
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of stonehearst asylum were directed by who
Start Entity:     Stonehearst Asylum
Gold Answer:      [['Ulli Lommel', 'Roger Corman', 'Federico Fellini', 'Roy Del Ruth', 'Lew Landers', 'Stuart Gordon', 'Roger Vadim', 'Robert Florey', 'Jean Epstein', 'George A. Romero', 'Dario Argento', 'Edgar G. Ulmer', 'Sergio Martino', 'Louis Malle', 'James McTeigue']]
Predicted Ans:    Roger Corman
Predicted Path:   Stonehearst Asylum --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Stonehearst Asylum --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.394972
Path Entropy(↓):  1.879033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film lady in the water
Start Entity:     Lady in the Water
Gold Answer:      [['M. Night Shyamalan', 'Gary Whitta', 'Will Smith']]
Predicted Ans:    M. Night Shyamalan
Predicted Path:   Lady in the Water --[directed_by]--> M. Night Shyamalan --[(INV) directed_by]--> The Last Airbender --[written_by]--> M. Night Shyamalan
Path (Raw):       Lady in the Water --[directed_by]--> M. Night Shyamalan --[(INV) directed_by]--> The Last Airbender --[written_by]--> M. Night Shyamalan
Neg LogProb(↓):   0.258831
Path Entropy(↓):  0.782137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by abbas kiarostami
Start Entity:     Abbas Kiarostami
Gold Answer:      [['1997', '1990', '1992', '1989', '2005', '2010', '1999', '1994', '2002', '2012', '1974', '1977']]
Predicted Ans:    1992
Predicted Path:   Abbas Kiarostami --[(INV) directed_by]--> Life, and Nothing More... --[release_year]--> 1992
Path (Raw):       Abbas Kiarostami --[No Operation]--> Abbas Kiarostami --[(INV) directed_by]--> Life, and Nothing More... --[release_year]--> 1992
Neg LogProb(↓):   0.517167
Path Entropy(↓):  1.173298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the abominable snowman
Start Entity:     The Abominable Snowman
Gold Answer:      [['1964', '1966', '1990', '1960', '1989', '2012', '1955']]
Predicted Ans:    1957
Predicted Path:   The Abominable Snowman --[written_by]--> Nigel Kneale --[(INV) written_by]--> The Abominable Snowman --[release_year]--> 1957
Path (Raw):       The Abominable Snowman --[written_by]--> Nigel Kneale --[(INV) written_by]--> The Abominable Snowman --[release_year]--> 1957
Neg LogProb(↓):   0.695434
Path Entropy(↓):  1.233589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies acted by ann marie release
Start Entity:     Ann Marie
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Ann Marie --[(INV) starred_actors]--> Beneath the Valley of the Ultra-Vixens --[release_year]--> 1979
Path (Raw):       Ann Marie --[No Operation]--> Ann Marie --[(INV) starred_actors]--> Beneath the Valley of the Ultra-Vixens --[release_year]--> 1979
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Germinal, when was it released
Start Entity:     Germinal
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Germinal --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Path (Raw):       Germinal --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Neg LogProb(↓):   3.025400
Path Entropy(↓):  4.574351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of walter noble burns written films
Start Entity:     Walter Noble Burns
Gold Answer:      [['David Miller']]
Predicted Ans:    David Miller
Predicted Path:   Walter Noble Burns --[(INV) written_by]--> Billy the Kid --[directed_by]--> David Miller
Path (Raw):       Walter Noble Burns --[No Operation]--> Walter Noble Burns --[(INV) written_by]--> Billy the Kid --[directed_by]--> David Miller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film desert bloom
Start Entity:     Desert Bloom
Gold Answer:      [['Ronald Neame', 'John Schlesinger', 'Joseph Anthony', 'Franco Zeffirelli', 'Tony Scott', 'Blake Edwards', 'Henry Winkler', 'King Vidor', 'Peter Faiman', 'John Boorman', 'Martin Ritt', 'Nicholas Meyer', 'Hal Ashby', 'Courtney Solomon', "Gavin O'Connor", 'Luis Llosa', 'Francis Ford Coppola', 'Maximilian Schell', 'Andrew Gallerani', 'John Singleton', 'Arthur Hiller', 'James Gartner']]
Predicted Ans:    John Boorman
Predicted Path:   Desert Bloom --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Deliverance --[directed_by]--> John Boorman
Path (Raw):       Desert Bloom --[starred_actors]--> Jon Voight --[(INV) starred_actors]--> Deliverance --[directed_by]--> John Boorman
Neg LogProb(↓):   0.773027
Path Entropy(↓):  1.384716
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the burmese harp
Start Entity:     The Burmese Harp
Gold Answer:      [['Sport', 'Documentary', 'Drama', 'War', 'Fantasy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Burmese Harp --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> Odd Obsession --[has_genre]--> Drama
Path (Raw):       The Burmese Harp --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> Odd Obsession --[has_genre]--> Drama
Neg LogProb(↓):   0.319671
Path Entropy(↓):  0.757427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie town without pity are directed by who
Start Entity:     Town Without Pity
Gold Answer:      [['Felix E. Feist', 'Joseph Strick', 'Richard Fleischer', 'Guy Green', 'Richard Quine', 'Jeff Kanew', 'Lewis Milestone', 'Gottfried Reinhardt', 'Stanley Kubrick', 'Billy Wilder', 'Raoul Walsh', 'Otto Preminger', 'Robert Aldrich', 'John Frankenheimer', 'Mark Robson', 'Melville Shavelson', 'Mario Camerini', 'Martin Ritt', 'Michael Curtiz', 'Jonathan Lynn', 'Mario Van Peebles', 'Jacques Tourneur', 'David Miller', 'John Barry', 'Don Taylor', 'Stanley Donen', 'Elia Kazan', 'Vincente Minnelli', 'John Sturges', 'Stuart Paton', 'Kirk Douglas', 'Hal Needham', 'Fred Schepisi', 'William Wyler', 'Charles Martin', 'Joseph L. Mankiewicz', 'Brian De Palma', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Town Without Pity --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[directed_by]--> Stanley Kubrick
Path (Raw):       Town Without Pity --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[directed_by]--> Stanley Kubrick
Neg LogProb(↓):   1.084620
Path Entropy(↓):  1.834007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by ross mcelwee
Start Entity:     Ross McElwee
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Ross McElwee --[(INV) written_by]--> Bright Leaves --[release_year]--> 2003
Path (Raw):       Ross McElwee --[No Operation]--> Ross McElwee --[(INV) written_by]--> Bright Leaves --[release_year]--> 2003
Neg LogProb(↓):   0.001046
Path Entropy(↓):  0.008326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with thomas hargrove
Start Entity:     Thomas Hargrove
Gold Answer:      [['William Prochnau', 'Tony Gilroy']]
Predicted Ans:    Tony Gilroy
Predicted Path:   Thomas Hargrove --[(INV) written_by]--> Proof of Life --[written_by]--> Tony Gilroy
Path (Raw):       Thomas Hargrove --[No Operation]--> Thomas Hargrove --[(INV) written_by]--> Proof of Life --[written_by]--> Tony Gilroy
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the giliap director release
Start Entity:     Giliap
Gold Answer:      [['2000', '2014', '1970', '2007']]
Predicted Ans:    2014
Predicted Path:   Giliap --[directed_by]--> Roy Andersson --[(INV) directed_by]--> A Pigeon Sat on a Branch Reflecting on Existence --[release_year]--> 2014
Path (Raw):       Giliap --[directed_by]--> Roy Andersson --[(INV) directed_by]--> A Pigeon Sat on a Branch Reflecting on Existence --[release_year]--> 2014
Neg LogProb(↓):   0.629195
Path Entropy(↓):  1.152437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie black on white are written by who
Start Entity:     Black on White
Gold Answer:      [['Jörn Donner', 'Märta Tikkanen']]
Predicted Ans:    Jörn Donner
Predicted Path:   Black on White --[directed_by]--> Jörn Donner --[(INV) directed_by]--> Black on White --[written_by]--> Jörn Donner
Path (Raw):       Black on White --[directed_by]--> Jörn Donner --[(INV) directed_by]--> Black on White --[written_by]--> Jörn Donner
Neg LogProb(↓):   0.000062
Path Entropy(↓):  0.000732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by stefano piani
Start Entity:     Stefano Piani
Gold Answer:      [['Dracula 3D']]
Predicted Ans:    Dracula 3D
Predicted Path:   Stefano Piani --[(INV) written_by]--> Dracula 3D --[written_by]--> Antonio Tentori --[(INV) written_by]--> Dracula 3D
Path (Raw):       Stefano Piani --[(INV) written_by]--> Dracula 3D --[written_by]--> Antonio Tentori --[(INV) written_by]--> Dracula 3D
Neg LogProb(↓):   0.505390
Path Entropy(↓):  0.676942
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of devin brochu starred movies
Start Entity:     Devin Brochu
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Devin Brochu --[(INV) starred_actors]--> Hesher --[release_year]--> 2010
Path (Raw):       Devin Brochu --[No Operation]--> Devin Brochu --[(INV) starred_actors]--> Hesher --[release_year]--> 2010
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film fuzz
Start Entity:     Fuzz
Gold Answer:      [['1980', '1970', '2008', '1944', '1985', '1967', '1979', '1974', '1984', '1977', '1968', '2009', '1982', '1973', '1983', '1976', '1972', '1971', '1989', '1996', '1981', '2012', '1988', '1978', '2000', '1975', '1966', '2005', '1999', '1987', '1969']]
Predicted Ans:    1972
Predicted Path:   Fuzz --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Path (Raw):       Fuzz --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Neg LogProb(↓):   1.188344
Path Entropy(↓):  2.424167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with maurice vernon
Start Entity:     Maurice Vernon
Gold Answer:      [['Harold Owen']]
Predicted Ans:    Maurice Vernon
Predicted Path:   Maurice Vernon --[(INV) written_by]--> Mr. Wu --[written_by]--> Maurice Vernon
Path (Raw):       Maurice Vernon --[No Operation]--> Maurice Vernon --[(INV) written_by]--> Mr. Wu --[written_by]--> Maurice Vernon
Neg LogProb(↓):   0.001411
Path Entropy(↓):  0.010664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in the seventh cross
Start Entity:     The Seventh Cross
Gold Answer:      [['David Saperstein', 'Carol Sobieski', 'Fannie Flagg', 'Myles Connolly', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'David Mamet', 'Millard Kaufman', 'Sinclair Lewis', 'Curt Goetz', 'William Rose', 'Donald Ogden Stewart', 'Robert Benton', 'Richard Russo', 'Edward Streeter', 'Albert Hackett', 'Frances Goodrich', 'James M. Cain', 'Clara Beranger', 'Anita Loos', 'Michael Gottlieb', 'Robert Morley', 'John Lee Mahin', 'Helen Deutsch', 'Fritz Lang', 'Conrad Richter', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', "Edwin O'Connor", 'Edward Rugoff', 'Nedrick Young', 'Simon Gray', 'Max Catto', 'Richard Brooks', 'Abby Mann', 'Joseph L. Mankiewicz', 'Henry James', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'Russel Crouse', 'Beth Henley', 'Don McGuire', 'Howard Breslin', 'Peter Viertel', 'William Marchant', 'Philip Barry', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Howard Emmett Rogers', 'David Newman', 'Frank Wead', 'Marcus Sanders', 'Sandow Birk', 'Eleanore Griffin', 'Dore Schary', 'John Meehan', 'Paul Zaloom', 'Daphne Du Maurier', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'David Ayer', 'Evan Hunter', 'Alfred Uhry', 'Garson Kanin', 'Ruth Gordon', 'George Oppenheimer', 'James Edward Grant', 'Harold Jacob Smith', 'Jerome Lawrence', 'Lewis E. Lawes', 'Noel Langley', 'Anthony Veiller', 'Dalton Trumbo', 'Hugo Butler', 'Kenneth Roberts', 'Norman Krasna', 'Bartlett Cormack', 'Frances Marion']]
Predicted Ans:    Howard Breslin
Predicted Path:   The Seventh Cross --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Path (Raw):       The Seventh Cross --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Neg LogProb(↓):   1.632516
Path Entropy(↓):  2.661052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of joey stewart directed films
Start Entity:     Joey Stewart
Gold Answer:      [['Jason Kabolati']]
Predicted Ans:    Jason Kabolati
Predicted Path:   Joey Stewart --[(INV) directed_by]--> The Final --[written_by]--> Jason Kabolati
Path (Raw):       Joey Stewart --[No Operation]--> Joey Stewart --[(INV) directed_by]--> The Final --[written_by]--> Jason Kabolati
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by daniel meersand
Start Entity:     Daniel Meersand
Gold Answer:      [['Ashley Hinshaw', "Denis O'Hare", 'James Buckley']]
Predicted Ans:    James Buckley
Predicted Path:   Daniel Meersand --[(INV) written_by]--> The Pyramid --[starred_actors]--> James Buckley
Path (Raw):       Daniel Meersand --[No Operation]--> Daniel Meersand --[(INV) written_by]--> The Pyramid --[starred_actors]--> James Buckley
Neg LogProb(↓):   0.000577
Path Entropy(↓):  0.005242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter allen hughes wrote films together with who
Start Entity:     Allen Hughes
Gold Answer:      [['Michael Henry Brown', 'Wallace Terry']]
Predicted Ans:    Michael Henry Brown
Predicted Path:   Allen Hughes --[(INV) written_by]--> Dead Presidents --[written_by]--> Michael Henry Brown
Path (Raw):       Allen Hughes --[No Operation]--> Allen Hughes --[(INV) written_by]--> Dead Presidents --[written_by]--> Michael Henry Brown
Neg LogProb(↓):   0.045495
Path Entropy(↓):  0.197669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of after the sunset
Start Entity:     After the Sunset
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   After the Sunset --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[in_language]--> Greek
Path (Raw):       After the Sunset --[directed_by]--> Brett Ratner --[(INV) directed_by]--> Hercules --[in_language]--> Greek
Neg LogProb(↓):   0.003796
Path Entropy(↓):  0.024907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie old joy were in which genres
Start Entity:     Old Joy
Gold Answer:      [['Drama', 'Western', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Old Joy --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[has_genre]--> Drama
Path (Raw):       Old Joy --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[has_genre]--> Drama
Neg LogProb(↓):   0.710831
Path Entropy(↓):  1.037643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of nuns on the run
Start Entity:     Nuns on the Run
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Nuns on the Run --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> My Cousin Vinny --[has_genre]--> Comedy
Path (Raw):       Nuns on the Run --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> My Cousin Vinny --[has_genre]--> Comedy
Neg LogProb(↓):   0.429529
Path Entropy(↓):  1.100859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did william nicholson write the story for
Start Entity:     William Nicholson
Gold Answer:      [['Shadowlands', 'Les Misérables', 'Firelight']]
Predicted Ans:    Firelight
Predicted Path:   William Nicholson --[(INV) written_by]--> Firelight --[written_by]--> William Nicholson --[(INV) written_by]--> Firelight
Path (Raw):       William Nicholson --[(INV) written_by]--> Firelight --[written_by]--> William Nicholson --[(INV) written_by]--> Firelight
Neg LogProb(↓):   0.253914
Path Entropy(↓):  0.976661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by jamie dornan released
Start Entity:     Jamie Dornan
Gold Answer:      [['2015']]
Predicted Ans:    2015
Predicted Path:   Jamie Dornan --[(INV) starred_actors]--> Fifty Shades of Grey --[release_year]--> 2015
Path (Raw):       Jamie Dornan --[No Operation]--> Jamie Dornan --[(INV) starred_actors]--> Fifty Shades of Grey --[release_year]--> 2015
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by william crain
Start Entity:     William Crain
Gold Answer:      [['Vonetta McGee', 'William Marshall']]
Predicted Ans:    Vonetta McGee
Predicted Path:   William Crain --[(INV) directed_by]--> Blacula --[starred_actors]--> Vonetta McGee
Path (Raw):       William Crain --[No Operation]--> William Crain --[(INV) directed_by]--> Blacula --[starred_actors]--> Vonetta McGee
Neg LogProb(↓):   0.000424
Path Entropy(↓):  0.003719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by kazuyoshi katayama were in which languages
Start Entity:     Kazuyoshi Katayama
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Kazuyoshi Katayama --[(INV) written_by]--> King of Thorn --[in_language]--> Japanese
Path (Raw):       Kazuyoshi Katayama --[No Operation]--> Kazuyoshi Katayama --[(INV) written_by]--> King of Thorn --[in_language]--> Japanese
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by keira knightley
Start Entity:     Keira Knightley
Gold Answer:      [['Panjabi', 'English']]
Predicted Ans:    English
Predicted Path:   Keira Knightley --[(INV) starred_actors]--> Domino --[in_language]--> English
Path (Raw):       Keira Knightley --[No Operation]--> Keira Knightley --[(INV) starred_actors]--> Domino --[in_language]--> English
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in home before dark
Start Entity:     Home Before Dark
Gold Answer:      [['English', 'Italian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Home Before Dark --[starred_actors]--> Rhonda Fleming --[(INV) starred_actors]--> Inferno --[in_language]--> Italian
Path (Raw):       Home Before Dark --[starred_actors]--> Rhonda Fleming --[(INV) starred_actors]--> Inferno --[in_language]--> Italian
Neg LogProb(↓):   0.317554
Path Entropy(↓):  0.620669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did michael rosenbaum act in
Start Entity:     Michael Rosenbaum
Gold Answer:      [['Urban Legend', 'Poolhall Junkies', 'Back in the Day', "Kickin' It Old Skool"]]
Predicted Ans:    Back in the Day
Predicted Path:   Michael Rosenbaum --[(INV) starred_actors]--> Back in the Day --[written_by]--> Michael Rosenbaum --[(INV) starred_actors]--> Back in the Day
Path (Raw):       Michael Rosenbaum --[(INV) starred_actors]--> Back in the Day --[written_by]--> Michael Rosenbaum --[(INV) starred_actors]--> Back in the Day
Neg LogProb(↓):   0.236394
Path Entropy(↓):  0.674340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the secret life of walter mitty
Start Entity:     The Secret Life of Walter Mitty
Gold Answer:      [['Ben Stiller']]
Predicted Ans:    Ben Stiller
Predicted Path:   The Secret Life of Walter Mitty --[written_by]--> James Thurber --[(INV) written_by]--> The Secret Life of Walter Mitty --[directed_by]--> Ben Stiller
Path (Raw):       The Secret Life of Walter Mitty --[written_by]--> James Thurber --[(INV) written_by]--> The Secret Life of Walter Mitty --[directed_by]--> Ben Stiller
Neg LogProb(↓):   1.530056
Path Entropy(↓):  1.871380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by leon greene
Start Entity:     Leon Greene
Gold Answer:      [['Dennis Wheatley', 'Richard Matheson']]
Predicted Ans:    Dennis Wheatley
Predicted Path:   Leon Greene --[(INV) starred_actors]--> The Devil Rides Out --[written_by]--> Dennis Wheatley
Path (Raw):       Leon Greene --[No Operation]--> Leon Greene --[(INV) starred_actors]--> The Devil Rides Out --[written_by]--> Dennis Wheatley
Neg LogProb(↓):   0.653433
Path Entropy(↓):  0.692326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did eduardo sanchez direct
Start Entity:     Eduardo Sánchez
Gold Answer:      [['Altered', 'Lovely Molly', 'V/H/S/2', 'Exists', 'The Blair Witch Project']]
Predicted Ans:    V/H/S/2
Predicted Path:   Eduardo Sánchez --[(INV) directed_by]--> Altered --[directed_by]--> Eduardo Sánchez --[(INV) directed_by]--> V/H/S/2
Path (Raw):       Eduardo Sánchez --[(INV) directed_by]--> Altered --[directed_by]--> Eduardo Sánchez --[(INV) directed_by]--> V/H/S/2
Neg LogProb(↓):   1.360800
Path Entropy(↓):  2.380806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of love don't cost a thing
Start Entity:     Love Don't Cost a Thing
Gold Answer:      [['The Killing Room', 'American Son', 'Drumline', 'Underclassman']]
Predicted Ans:    Love Don't Cost a Thing
Predicted Path:   Love Don't Cost a Thing --[starred_actors]--> Nick Cannon --[(INV) starred_actors]--> Love Don't Cost a Thing
Path (Raw):       Love Don't Cost a Thing --[No Operation]--> Love Don't Cost a Thing --[starred_actors]--> Nick Cannon --[(INV) starred_actors]--> Love Don't Cost a Thing
Neg LogProb(↓):   0.239330
Path Entropy(↓):  0.835896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film the day after tomorrow
Start Entity:     The Day After Tomorrow
Gold Answer:      [['1998', '2000', '2009', '1954', '2008', '1990', '1992', '1996', '1985', '1994', '2014', '2011', '2013']]
Predicted Ans:    1985
Predicted Path:   The Day After Tomorrow --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[release_year]--> 1985
Path (Raw):       The Day After Tomorrow --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> Joey --[release_year]--> 1985
Neg LogProb(↓):   0.658633
Path Entropy(↓):  1.552268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of iron island
Start Entity:     Iron Island
Gold Answer:      [['Mohammad Rasoulof']]
Predicted Ans:    Mohammad Rasoulof
Predicted Path:   Iron Island --[directed_by]--> Mohammad Rasoulof --[(INV) directed_by]--> Iron Island --[directed_by]--> Mohammad Rasoulof
Path (Raw):       Iron Island --[directed_by]--> Mohammad Rasoulof --[(INV) directed_by]--> Iron Island --[directed_by]--> Mohammad Rasoulof
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in dark passage
Start Entity:     Dark Passage
Gold Answer:      [['Lauren Bacall', 'Humphrey Bogart']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Dark Passage --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Return of Doctor X --[starred_actors]--> Humphrey Bogart
Path (Raw):       Dark Passage --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Return of Doctor X --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.677584
Path Entropy(↓):  1.139347
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of greer goodman written movies
Start Entity:     Greer Goodman
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Greer Goodman --[(INV) written_by]--> The Tao of Steve --[release_year]--> 2000
Path (Raw):       Greer Goodman --[No Operation]--> Greer Goodman --[(INV) written_by]--> The Tao of Steve --[release_year]--> 2000
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by abby mann
Start Entity:     Abby Mann
Gold Answer:      [['Richard Widmark', 'Judy Garland', 'Marlene Dietrich', 'Jack Klugman', 'Michael Moriarty', 'Frank Sinatra', 'Spencer Tracy', 'Lee Remick', 'Burt Lancaster', 'Aaron Kwok']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Abby Mann --[(INV) written_by]--> A Child Is Waiting --[starred_actors]--> Burt Lancaster
Path (Raw):       Abby Mann --[No Operation]--> Abby Mann --[(INV) written_by]--> A Child Is Waiting --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.212629
Path Entropy(↓):  0.570204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the war of the gargantuas actors
Start Entity:     The War of the Gargantuas
Gold Answer:      [['Robert Wise', 'Jan de Bont', 'Neil Young', 'Jack Cardiff', 'Jerome Robbins', 'Dean Stockwell']]
Predicted Ans:    Robert Wise
Predicted Path:   The War of the Gargantuas --[starred_actors]--> Russ Tamblyn --[(INV) starred_actors]--> The Haunting --[directed_by]--> Robert Wise
Path (Raw):       The War of the Gargantuas --[starred_actors]--> Russ Tamblyn --[(INV) starred_actors]--> The Haunting --[directed_by]--> Robert Wise
Neg LogProb(↓):   0.752892
Path Entropy(↓):  1.381651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is hitch in
Start Entity:     Hitch
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hitch --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Hitch --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   2.743004
Path Entropy(↓):  4.217439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by don hall
Start Entity:     Don Hall
Gold Answer:      [['John Cleese', 'Jim Cummings', 'Craig Ferguson', 'Bud Luckey']]
Predicted Ans:    Jim Cummings
Predicted Path:   Don Hall --[(INV) directed_by]--> Winnie the Pooh --[starred_actors]--> Jim Cummings
Path (Raw):       Don Hall --[No Operation]--> Don Hall --[(INV) directed_by]--> Winnie the Pooh --[starred_actors]--> Jim Cummings
Neg LogProb(↓):   0.110005
Path Entropy(↓):  0.430453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film year one were released in which years
Start Entity:     Year One
Gold Answer:      [['1983', '1995', '1980', '2000', '2005', '1993', '1996', '1999', '1967', '2002', '1986']]
Predicted Ans:    2002
Predicted Path:   Year One --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Path (Raw):       Year One --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Neg LogProb(↓):   0.389145
Path Entropy(↓):  1.016489
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by jean arthur released
Start Entity:     Jean Arthur
Gold Answer:      [['1939', '1948', '1942', '1940', '1936', '1938', '1953', '1935', '1941', '1937', '1943']]
Predicted Ans:    1948
Predicted Path:   Jean Arthur --[(INV) starred_actors]--> A Foreign Affair --[release_year]--> 1948
Path (Raw):       Jean Arthur --[No Operation]--> Jean Arthur --[(INV) starred_actors]--> A Foreign Affair --[release_year]--> 1948
Neg LogProb(↓):   0.252549
Path Entropy(↓):  0.943640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter vincent patar wrote films together with who
Start Entity:     Vincent Patar
Gold Answer:      [['Stéphane Aubier']]
Predicted Ans:    Vincent Patar
Predicted Path:   Vincent Patar --[(INV) written_by]--> A Town Called Panic --[written_by]--> Vincent Patar
Path (Raw):       Vincent Patar --[No Operation]--> Vincent Patar --[(INV) written_by]--> A Town Called Panic --[written_by]--> Vincent Patar
Neg LogProb(↓):   0.000303
Path Entropy(↓):  0.002776
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films was wojciech smarzowski a writer on
Start Entity:     Wojciech Smarzowski
Gold Answer:      [['The Dark House', 'Traffic Department']]
Predicted Ans:    Traffic Department
Predicted Path:   Wojciech Smarzowski --[(INV) written_by]--> The Dark House --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department
Path (Raw):       Wojciech Smarzowski --[(INV) written_by]--> The Dark House --[written_by]--> Wojciech Smarzowski --[(INV) written_by]--> Traffic Department
Neg LogProb(↓):   0.240804
Path Entropy(↓):  0.635165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie destiny
Start Entity:     Destiny
Gold Answer:      [['1946', '1954', '1944', '1936', '1941', '2009', '1933', '1951', '1953', '2014', '1956', '1931', '1943', '2001', '1942', '1940', '1938', '1955', '1934', '1950', '1929', '1927', '1945', '1937', '1969', '1952', '1958']]
Predicted Ans:    1941
Predicted Path:   Destiny --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[release_year]--> 1941
Path (Raw):       Destiny --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[release_year]--> 1941
Neg LogProb(↓):   1.626695
Path Entropy(↓):  2.117697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of rosemary's baby
Start Entity:     Rosemary's Baby
Gold Answer:      [['1988', '1976', '1948', '1971', '2011', '1992', '2005', '2010', '1982', '1965', '1994', '1999', '1979', '1967', '1986', '1974', '2002', '2013']]
Predicted Ans:    1999
Predicted Path:   Rosemary's Baby --[directed_by]--> Roman Polanski --[(INV) directed_by]--> The Ninth Gate --[release_year]--> 1999
Path (Raw):       Rosemary's Baby --[directed_by]--> Roman Polanski --[(INV) directed_by]--> The Ninth Gate --[release_year]--> 1999
Neg LogProb(↓):   1.022573
Path Entropy(↓):  2.009230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the front director
Start Entity:     The Front
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Front --[directed_by]--> Martin Ritt --[(INV) directed_by]--> Nuts --[has_genre]--> Drama
Path (Raw):       The Front --[directed_by]--> Martin Ritt --[(INV) directed_by]--> Nuts --[has_genre]--> Drama
Neg LogProb(↓):   0.944650
Path Entropy(↓):  1.649480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of a scene at the sea
Start Entity:     A Scene at the Sea
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   A Scene at the Sea --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Kikujiro --[has_genre]--> Drama
Path (Raw):       A Scene at the Sea --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Kikujiro --[has_genre]--> Drama
Neg LogProb(↓):   0.234927
Path Entropy(↓):  0.557406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of salvador roselli written movies
Start Entity:     Salvador Roselli
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Salvador Roselli --[(INV) written_by]--> Liverpool --[release_year]--> 2008
Path (Raw):       Salvador Roselli --[No Operation]--> Salvador Roselli --[(INV) written_by]--> Liverpool --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor bert lahr appeared in the same movie with who
Start Entity:     Bert Lahr
Gold Answer:      [['Frank Morgan', 'Ray Bolger', 'Judy Garland']]
Predicted Ans:    Judy Garland
Predicted Path:   Bert Lahr --[(INV) starred_actors]--> The Wizard of Oz --[starred_actors]--> Judy Garland
Path (Raw):       Bert Lahr --[No Operation]--> Bert Lahr --[(INV) starred_actors]--> The Wizard of Oz --[starred_actors]--> Judy Garland
Neg LogProb(↓):   0.000399
Path Entropy(↓):  0.003919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the shape of things director
Start Entity:     The Shape of Things
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Shape of Things --[directed_by]--> Neil LaBute --[(INV) directed_by]--> Possession --[has_genre]--> Drama
Path (Raw):       The Shape of Things --[directed_by]--> Neil LaBute --[(INV) directed_by]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.096981
Path Entropy(↓):  0.336553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director abhishek jain
Start Entity:     Abhishek Jain
Gold Answer:      [['Manoj Joshi', 'Darshan Jariwala', 'Amit Mistry']]
Predicted Ans:    Bey Yaar
Predicted Path:   Abhishek Jain --[(INV) directed_by]--> Bey Yaar --[directed_by]--> Abhishek Jain --[(INV) directed_by]--> Bey Yaar
Path (Raw):       Abhishek Jain --[(INV) directed_by]--> Bey Yaar --[directed_by]--> Abhishek Jain --[(INV) directed_by]--> Bey Yaar
Neg LogProb(↓):   0.046110
Path Entropy(↓):  0.188709
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film the good son released
Start Entity:     The Good Son
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   The Good Son --[release_year]--> 1993 --[(INV) release_year]--> Carlito's Way --[release_year]--> 1993
Path (Raw):       The Good Son --[release_year]--> 1993 --[(INV) release_year]--> Carlito's Way --[release_year]--> 1993
Neg LogProb(↓):   3.390826
Path Entropy(↓):  4.825406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter william alland co - wrote films with who
Start Entity:     William Alland
Gold Answer:      [['Martin Berkeley']]
Predicted Ans:    Martin Berkeley
Predicted Path:   William Alland --[(INV) written_by]--> The Deadly Mantis --[written_by]--> Martin Berkeley
Path (Raw):       William Alland --[No Operation]--> William Alland --[(INV) written_by]--> The Deadly Mantis --[written_by]--> Martin Berkeley
Neg LogProb(↓):   0.000193
Path Entropy(↓):  0.001839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the high cost of living actors
Start Entity:     The High Cost of Living
Gold Answer:      [['Zach Braff', 'Gabriele Muccino', 'Paul Haggis']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   The High Cost of Living --[starred_actors]--> Zach Braff --[(INV) starred_actors]--> The Last Kiss --[written_by]--> Gabriele Muccino
Path (Raw):       The High Cost of Living --[starred_actors]--> Zach Braff --[(INV) starred_actors]--> The Last Kiss --[written_by]--> Gabriele Muccino
Neg LogProb(↓):   0.762449
Path Entropy(↓):  0.895758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of grand isle
Start Entity:     Grand Isle
Gold Answer:      [['Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Grand Isle --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[written_by]--> Stephen King
Path (Raw):       Grand Isle --[directed_by]--> Mary Lambert --[(INV) directed_by]--> Pet Sematary --[written_by]--> Stephen King
Neg LogProb(↓):   0.002399
Path Entropy(↓):  0.018961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film hotel for dogs are directed by who
Start Entity:     Hotel for Dogs
Gold Answer:      [['Rúnar Rúnarsson', 'Paul Haggis', 'Rawson Marshall Thurber', 'Gia Coppola', 'Derick Martini', 'Mike Binder', 'Jeffrey Nachmanoff', 'Mick Jackson', 'Scott Coffey', 'Pippa Scott', 'Jon Favreau', 'Antoine Fuqua', 'Niels Mueller', 'Gavin Wiesen', 'Anthony Silverston', 'David Cronenberg', 'Dominic Sena', 'John Singleton', 'Shane Black', 'Andrew Fleming', 'Carlos Saldanha', 'Terry George', 'Karyn Kusama', 'Carl Franklin', 'John Irvin', 'Brian De Palma']]
Predicted Ans:    Pippa Scott
Predicted Path:   Hotel for Dogs --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[directed_by]--> Pippa Scott
Path (Raw):       Hotel for Dogs --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[directed_by]--> Pippa Scott
Neg LogProb(↓):   0.071520
Path Entropy(↓):  0.339949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film blood feast released
Start Entity:     Blood Feast
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Blood Feast --[release_year]--> 1963 --[(INV) release_year]--> The Organizer --[release_year]--> 1963
Path (Raw):       Blood Feast --[release_year]--> 1963 --[(INV) release_year]--> The Organizer --[release_year]--> 1963
Neg LogProb(↓):   2.688321
Path Entropy(↓):  3.712383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of comic book confidential
Start Entity:     Comic Book Confidential
Gold Answer:      [['Grass']]
Predicted Ans:    Comic Book Confidential
Predicted Path:   Comic Book Confidential --[directed_by]--> Ron Mann --[(INV) directed_by]--> Comic Book Confidential
Path (Raw):       Comic Book Confidential --[No Operation]--> Comic Book Confidential --[directed_by]--> Ron Mann --[(INV) directed_by]--> Comic Book Confidential
Neg LogProb(↓):   0.130433
Path Entropy(↓):  0.510076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe gerontophilia
Start Entity:     Gerontophilia
Gold Answer:      [['gay']]
Predicted Ans:    gay
Predicted Path:   Gerontophilia --[has_tags]--> gay --[(INV) has_tags]--> Date and Switch --[has_tags]--> gay
Path (Raw):       Gerontophilia --[has_tags]--> gay --[(INV) has_tags]--> Date and Switch --[has_tags]--> gay
Neg LogProb(↓):   0.643602
Path Entropy(↓):  0.761460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by fredrik edin were released in which years
Start Entity:     Fredrik Edin
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Fredrik Edin --[(INV) written_by]--> Metropia --[release_year]--> 2009
Path (Raw):       Fredrik Edin --[No Operation]--> Fredrik Edin --[(INV) written_by]--> Metropia --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in betsy's wedding
Start Entity:     Betsy's Wedding
Gold Answer:      [['1980', '2008', '2003', '1992', '2006', '1985', '1979', '1974', '1977', '1968', '1994', '1995', '1972', '2001', '2002', '1981', '2011', '1978', '2000', '1997', '1975', '1966', '1991', '1986']]
Predicted Ans:    1972
Predicted Path:   Betsy's Wedding --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[release_year]--> 1972
Path (Raw):       Betsy's Wedding --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[release_year]--> 1972
Neg LogProb(↓):   0.443737
Path Entropy(↓):  1.186236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of katrina bowden starred movies
Start Entity:     Katrina Bowden
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Katrina Bowden --[(INV) starred_actors]--> Piranha 3DD --[release_year]--> 2012
Path (Raw):       Katrina Bowden --[No Operation]--> Katrina Bowden --[(INV) starred_actors]--> Piranha 3DD --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by doug ellin
Start Entity:     Doug Ellin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Doug Ellin --[(INV) directed_by]--> Phat Beach --[has_genre]--> Comedy
Path (Raw):       Doug Ellin --[No Operation]--> Doug Ellin --[(INV) directed_by]--> Phat Beach --[has_genre]--> Comedy
Neg LogProb(↓):   0.015538
Path Entropy(↓):  0.079635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of hercules also directed which movies
Start Entity:     Hercules
Gold Answer:      [['Rush Hour', 'Aladdin', 'The Family Man', 'Money Talks', 'Tower Heist', 'The Little Mermaid', 'Movie 43', 'After the Sunset', 'Red Dragon', 'The Princess and the Frog', 'The Great Mouse Detective', 'Treasure Planet']]
Predicted Ans:    Aladdin
Predicted Path:   Hercules --[directed_by]--> John Musker --[(INV) directed_by]--> Aladdin
Path (Raw):       Hercules --[directed_by]--> John Musker --[(INV) directed_by]--> Aladdin --[No Operation]--> Aladdin
Neg LogProb(↓):   0.531411
Path Entropy(↓):  1.240929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the speed of thought
Start Entity:     The Speed of Thought
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Speed of Thought --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Speed of Thought --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.587241
Path Entropy(↓):  2.795439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by craig lahiff released
Start Entity:     Craig Lahiff
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Craig Lahiff --[(INV) directed_by]--> Heaven's Burning --[release_year]--> 1997
Path (Raw):       Craig Lahiff --[No Operation]--> Craig Lahiff --[(INV) directed_by]--> Heaven's Burning --[release_year]--> 1997
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with richard eyre
Start Entity:     Richard Eyre
Gold Answer:      [['John Bayley']]
Predicted Ans:    Richard Eyre
Predicted Path:   Richard Eyre --[(INV) written_by]--> The Other Man --[written_by]--> Richard Eyre
Path (Raw):       Richard Eyre --[No Operation]--> Richard Eyre --[(INV) written_by]--> The Other Man --[written_by]--> Richard Eyre
Neg LogProb(↓):   0.000144
Path Entropy(↓):  0.001415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with the pact
Start Entity:     The Pact
Gold Answer:      [["At the Devil's Door"]]
Predicted Ans:    At the Devil's Door
Predicted Path:   The Pact --[written_by]--> Nicholas McCarthy --[(INV) written_by]--> At the Devil's Door
Path (Raw):       The Pact --[written_by]--> Nicholas McCarthy --[(INV) written_by]--> At the Devil's Door --[No Operation]--> At the Devil's Door
Neg LogProb(↓):   0.564105
Path Entropy(↓):  0.911455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed four friends
Start Entity:     Four Friends
Gold Answer:      [['Thomas Berger', 'William Gibson', 'Bima Stagg', 'David Newman', 'Arthur Penn', 'Venable Herndon', 'Arlo Guthrie', 'Kelly Reichardt', 'Leslie Stevens', 'Robert Benton', 'Gore Vidal', 'Jonathan Raymond', 'Julien Maury', 'Alexandre Bustillo']]
Predicted Ans:    Alexandre Bustillo
Predicted Path:   Four Friends --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Path (Raw):       Four Friends --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Neg LogProb(↓):   0.113940
Path Entropy(↓):  0.537960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the family jewels
Start Entity:     The Family Jewels
Gold Answer:      [['The Nutty Professor', 'The Bellboy', 'The Patsy', 'The Errand Boy', 'The Ladies Man']]
Predicted Ans:    The Errand Boy
Predicted Path:   The Family Jewels --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy
Path (Raw):       The Family Jewels --[No Operation]--> The Family Jewels --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy
Neg LogProb(↓):   0.624603
Path Entropy(↓):  1.095921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Roger moore appears in which movies
Start Entity:     Roger Moore
Gold Answer:      [['The Man Who Haunted Himself', 'Moonraker', 'A View to a Kill', 'The Naked Face', 'The Man with the Golden Gun', 'Live and Let Die', 'The Spy Who Loved Me', 'The Cannonball Run', "The Man Who Wouldn't Die", 'Escape to Athena', 'Gold', 'Interrupted Melody', 'The Quest', 'For Your Eyes Only', 'Octopussy', 'The Wild Geese', 'The Sea Wolves']]
Predicted Ans:    The Sea Wolves
Predicted Path:   Roger Moore --[(INV) starred_actors]--> The Sea Wolves --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Sea Wolves
Path (Raw):       Roger Moore --[(INV) starred_actors]--> The Sea Wolves --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Sea Wolves
Neg LogProb(↓):   0.730869
Path Entropy(↓):  1.426498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of royal flash starred who
Start Entity:     Royal Flash
Gold Answer:      [['Richard Pryor', 'Margaret Rutherford', 'Buster Keaton', 'Charlie Sheen', 'Lana Turner', 'Roy Kinnear', 'John Lennon', 'Kaye Ballard', 'Brooke Adams', 'Michael Crawford', 'Lee Montague', 'Jerry Stiller', 'Matthew Macfadyen', "Chris O'Donnell", 'Rita Moreno', 'Paul McCartney', 'Zero Mostel', 'Robert Shaw', 'Ned Beatty', 'Kiefer Sutherland', 'Don Ameche', 'Gene Hackman', 'Audrey Hepburn', 'Ron Moody', 'David Kossoff', 'Richard Harris', 'Sean Connery', 'George C. Scott', 'Julie Christie', 'George Harrison', 'Arthur Hill', 'Richard Chamberlain', 'The Beatles', 'Gene Kelly', 'Milla Jovovich', 'Bernard Cribbins', 'Phil Silvers', 'Jack Weston', 'Christopher Reeve', 'Oliver Platt', 'The Ritz Brothers']]
Predicted Ans:    Buster Keaton
Predicted Path:   Royal Flash --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Path (Raw):       Royal Flash --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.190693
Path Entropy(↓):  0.568446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing flags of our fathers
Start Entity:     Flags of Our Fathers
Gold Answer:      [['world war ii', 'war', 'r', 'clint eastwood', 'american', 'iwo jima', 'flag']]
Predicted Ans:    iwo jima
Predicted Path:   Flags of Our Fathers --[has_tags]--> flag --[(INV) has_tags]--> Flags of Our Fathers --[has_tags]--> iwo jima
Path (Raw):       Flags of Our Fathers --[has_tags]--> flag --[(INV) has_tags]--> Flags of Our Fathers --[has_tags]--> iwo jima
Neg LogProb(↓):   0.684069
Path Entropy(↓):  1.043242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie rambling rose
Start Entity:     Rambling Rose
Gold Answer:      [['great depression']]
Predicted Ans:    great depression
Predicted Path:   Rambling Rose --[has_tags]--> great depression --[(INV) has_tags]--> Rambling Rose --[has_tags]--> great depression
Path (Raw):       Rambling Rose --[has_tags]--> great depression --[(INV) has_tags]--> Rambling Rose --[has_tags]--> great depression
Neg LogProb(↓):   0.053797
Path Entropy(↓):  0.205552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed meet dave
Start Entity:     Meet Dave
Gold Answer:      [['2000', '1997', '2004', '1999', '2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Meet Dave --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Norbit --[release_year]--> 2007
Path (Raw):       Meet Dave --[directed_by]--> Brian Robbins --[(INV) directed_by]--> Norbit --[release_year]--> 2007
Neg LogProb(↓):   0.608014
Path Entropy(↓):  1.245827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by james salter
Start Entity:     James Salter
Gold Answer:      [['1969', '1996', '1958']]
Predicted Ans:    1958
Predicted Path:   James Salter --[(INV) written_by]--> The Hunters --[release_year]--> 1958
Path (Raw):       James Salter --[No Operation]--> James Salter --[(INV) written_by]--> The Hunters --[release_year]--> 1958
Neg LogProb(↓):   0.782986
Path Entropy(↓):  1.118591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed short eyes
Start Entity:     Short Eyes
Gold Answer:      [['1988', '1980', '1949', '1989', '1991', '1996', '1977']]
Predicted Ans:    1949
Predicted Path:   Short Eyes --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught --[release_year]--> 1949
Path (Raw):       Short Eyes --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught --[release_year]--> 1949
Neg LogProb(↓):   0.423626
Path Entropy(↓):  1.298479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the detonator are written by who
Start Entity:     The Detonator
Gold Answer:      [['Walter Hill', 'Philip Kaufman', 'Robert Clouse', 'James B. Harris', 'Priscilla Chapman', 'John Hartwell', 'Ron Shelton', 'Andrew Goth', 'Michael Crichton', 'Spike Lee', 'Mark Bomback', 'Lordi', 'David S. Goyer', 'Tony Giglio', 'Roy Huggins', 'Mario Van Peebles', 'Peter Abrahams', 'Anthony Hickox', 'Takeshi Kitano', 'David DeFalco', 'Coline Serreau', 'Michael Backes', 'Bob Randall', 'Mike Figgis', 'John Pogue']]
Predicted Ans:    James B. Harris
Predicted Path:   The Detonator --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> James B. Harris
Path (Raw):       The Detonator --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> James B. Harris
Neg LogProb(↓):   0.842177
Path Entropy(↓):  1.548995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film casey jones
Start Entity:     Casey Jones
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Casey Jones --[has_genre]--> Short --[(INV) has_genre]--> Boundin' --[has_genre]--> Short
Path (Raw):       Casey Jones --[has_genre]--> Short --[(INV) has_genre]--> Boundin' --[has_genre]--> Short
Neg LogProb(↓):   0.878376
Path Entropy(↓):  1.576141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by mad love actors
Start Entity:     Mad Love
Gold Answer:      [['English', 'Finnish', 'Japanese', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Mad Love --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Mad Love --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.951186
Path Entropy(↓):  0.728469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film kalifornia
Start Entity:     Kalifornia
Gold Answer:      [['Fritz Lang', 'Norman Maclean', 'Don Jakoby', 'Josann McGibbon', 'Sara Parriott', 'Damon Lindelof', 'Max Brooks', 'Ron Hansen', 'Quentin Tarantino', 'Bart Freundlich', 'Ethan Coen', 'Jim Uhls', 'Todd Robinson', 'Matthew Michael Carnahan', 'F. Scott Fitzgerald', 'Jim Harrison', 'Heinrich Harrer', 'Mark Poirier', 'Michael Lewis', 'Bonnie Hunt', 'Eric Roth', 'George V. Higgins', 'Steven Zaillian', 'Robin Swicord', 'Richard Friedenberg', 'Drew Goddard', 'Chuck Palahniuk', 'Tom DiCillo', 'Andrew Dominik', 'David Ayer', 'Nia Vardalos', 'Aaron Sorkin', 'Terrence Malick', 'Bartlett Cormack', 'Norman Krasna', 'David Weissman', 'David Diamond', 'Michael Grais', 'Mark Victor', 'Derrick Borte', 'J. Michael Straczynski']]
Predicted Ans:    Terrence Malick
Predicted Path:   Kalifornia --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       Kalifornia --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.221163
Path Entropy(↓):  0.751970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie wake in fright
Start Entity:     Wake in Fright
Gold Answer:      [['1983', '1968', '1988', '1978', '1970', '2009', '2007', '1966', '1931', '1971', '1960', '1967', '1979', '1981', '1969', '1974', '1977']]
Predicted Ans:    1967
Predicted Path:   Wake in Fright --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> The Night of the Generals --[release_year]--> 1967
Path (Raw):       Wake in Fright --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> The Night of the Generals --[release_year]--> 1967
Neg LogProb(↓):   1.368929
Path Entropy(↓):  1.576808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by robert guillaume release
Start Entity:     Robert Guillaume
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Robert Guillaume --[(INV) starred_actors]--> The Meteor Man --[release_year]--> 1993
Path (Raw):       Robert Guillaume --[No Operation]--> Robert Guillaume --[(INV) starred_actors]--> The Meteor Man --[release_year]--> 1993
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of les biches
Start Entity:     Les Biches
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Les Biches --[written_by]--> Claude Chabrol --[(INV) written_by]--> Wedding in Blood --[has_genre]--> Thriller
Path (Raw):       Les Biches --[written_by]--> Claude Chabrol --[(INV) written_by]--> Wedding in Blood --[has_genre]--> Thriller
Neg LogProb(↓):   0.474333
Path Entropy(↓):  1.060724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the strange case of the end of civilization as we know it
Start Entity:     The Strange Case of the End of Civilization as We Know It
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Strange Case of the End of Civilization as We Know It --[written_by]--> John Cleese --[(INV) written_by]--> And Now for Something Completely Different --[has_genre]--> Comedy
Path (Raw):       The Strange Case of the End of Civilization as We Know It --[written_by]--> John Cleese --[(INV) written_by]--> And Now for Something Completely Different --[has_genre]--> Comedy
Neg LogProb(↓):   0.740601
Path Entropy(↓):  1.189783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by stockard channing
Start Entity:     Stockard Channing
Gold Answer:      [['John Guare', 'Patrick Stettner', 'Alice Hoffman', 'Michael Korda', 'Paul Rudnick', 'Warren Casey', 'Jim Jacobs', 'John Boorman', 'Lowell Ganz', 'Babaloo Mandel', 'Billie Letts']]
Predicted Ans:    Babaloo Mandel
Predicted Path:   Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[written_by]--> Babaloo Mandel
Path (Raw):       Stockard Channing --[No Operation]--> Stockard Channing --[(INV) starred_actors]--> Where the Heart Is --[written_by]--> Babaloo Mandel
Neg LogProb(↓):   0.831316
Path Entropy(↓):  1.473322
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of black caesar
Start Entity:     Black Caesar
Gold Answer:      [['Gloria Hendry', 'Yul Brynner', 'Red Buttons', 'James Woods', 'Fred Williamson', 'Eric Roberts', 'Rebecca De Mornay', 'Brian Dennehy', 'Robert Fuller', 'Elisha Cuthbert', 'Robert Davi', 'Warren Oates', 'Kim Basinger', 'Claudia Christian', 'Barbara Carrera', 'Andrea Marcovicci', 'Garrett Morris', 'Michael Lerner', 'James Earl Jones', 'Don Johnson', 'Megan Gallagher', 'David Carradine', 'Michael Moriarty', 'Richard Roundtree', 'Candy Clark', 'Armand Assante', 'Paul Sorvino', 'Bruce Campbell']]
Predicted Ans:    Fred Williamson
Predicted Path:   Black Caesar --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Path (Raw):       Black Caesar --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Neg LogProb(↓):   0.084678
Path Entropy(↓):  0.321373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of kingdom of heaven
Start Entity:     Kingdom of Heaven
Gold Answer:      [['Legend', 'Alien', 'Prometheus', 'Hannibal', 'Black Hawk Down', 'Someone to Watch Over Me', 'Body of Lies', 'Matchstick Men', 'The Counselor', 'A Good Year', 'Gladiator', 'G.I. Jane', 'White Squall', 'Black Rain', 'American Gangster', 'Blade Runner', 'Robin Hood', 'The Duellists']]
Predicted Ans:    The Counselor
Predicted Path:   Kingdom of Heaven --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor
Path (Raw):       Kingdom of Heaven --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor --[No Operation]--> The Counselor
Neg LogProb(↓):   1.102104
Path Entropy(↓):  1.509316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film cast a deadly spell
Start Entity:     Cast a Deadly Spell
Gold Answer:      [['1996', '1950']]
Predicted Ans:    1991
Predicted Path:   Cast a Deadly Spell --[written_by]--> Joseph Dougherty --[(INV) written_by]--> Cast a Deadly Spell --[release_year]--> 1991
Path (Raw):       Cast a Deadly Spell --[written_by]--> Joseph Dougherty --[(INV) written_by]--> Cast a Deadly Spell --[release_year]--> 1991
Neg LogProb(↓):   0.204866
Path Entropy(↓):  0.479406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote grown ups 2
Start Entity:     Grown Ups 2
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Grown Ups 2 --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[has_genre]--> Comedy
Path (Raw):       Grown Ups 2 --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[has_genre]--> Comedy
Neg LogProb(↓):   0.357328
Path Entropy(↓):  1.108592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by atsuko tanaka were written by who
Start Entity:     Atsuko Tanaka
Gold Answer:      [['Masamune Shirow']]
Predicted Ans:    Masamune Shirow
Predicted Path:   Atsuko Tanaka --[(INV) starred_actors]--> Ghost in the Shell --[written_by]--> Masamune Shirow
Path (Raw):       Atsuko Tanaka --[No Operation]--> Atsuko Tanaka --[(INV) starred_actors]--> Ghost in the Shell --[written_by]--> Masamune Shirow
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000198
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie tap starred who
Start Entity:     Tap
Gold Answer:      [['Gregory Hines']]
Predicted Ans:    Gregory Hines
Predicted Path:   Tap --[starred_actors]--> Gregory Hines --[(INV) starred_actors]--> Off Limits --[starred_actors]--> Gregory Hines
Path (Raw):       Tap --[starred_actors]--> Gregory Hines --[(INV) starred_actors]--> Off Limits --[starred_actors]--> Gregory Hines
Neg LogProb(↓):   0.020598
Path Entropy(↓):  0.106959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director stephen shimek
Start Entity:     Stephen Shimek
Gold Answer:      [['Brandon Sean Pearson', 'Shalaina Castle', 'Kyle Paul', 'Clare Niederpruem', 'Richard Carlson']]
Predicted Ans:    Richard Carlson
Predicted Path:   Stephen Shimek --[(INV) directed_by]--> The Maze --[starred_actors]--> Richard Carlson
Path (Raw):       Stephen Shimek --[No Operation]--> Stephen Shimek --[(INV) directed_by]--> The Maze --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.004732
Path Entropy(↓):  0.035203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by ian sharp
Start Entity:     Ian Sharp
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Ian Sharp --[(INV) directed_by]--> Tracker --[has_genre]--> Action
Path (Raw):       Ian Sharp --[No Operation]--> Ian Sharp --[(INV) directed_by]--> Tracker --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of mercenary for justice also starred in which movies
Start Entity:     Mercenary for Justice
Gold Answer:      [['Executive Decision', 'Attack Force', 'Out of Reach', 'A Huey P. Newton Story', 'Half Past Dead', 'Pressed', 'Force of Execution', 'Driven to Kill', 'Pistol Whipped', 'Machete', 'Marked for Death', 'The Foreigner', 'Above the Law', 'Hard to Kill', 'Belly of the Beast', 'Ticker', 'Out for a Kill', 'A Dangerous Man', 'Into the Sun', 'Interview with a Hitman', 'The Keeper', 'Maximum Conviction', 'Death Race 2', 'On Deadly Ground', 'Urban Justice', 'Submerged', 'Today You Die', 'Exit Wounds', 'One Night with the King', 'Blood Out', 'Black Dawn', 'Out for Justice', 'Kill Switch', 'Fire Down Below', 'Under Siege', 'Against the Dark', 'Shadow Man', 'The Glimmer Man', 'Born to Raise Hell', 'The Patriot', 'Flight of Fury']]
Predicted Ans:    Machete
Predicted Path:   Mercenary for Justice --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Machete
Path (Raw):       Mercenary for Justice --[starred_actors]--> Steven Seagal --[No Operation]--> Steven Seagal --[(INV) starred_actors]--> Machete
Neg LogProb(↓):   1.131973
Path Entropy(↓):  2.156073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by ryszard bugajski starred who
Start Entity:     Ryszard Bugajski
Gold Answer:      [['Krystyna Janda']]
Predicted Ans:    Krystyna Janda
Predicted Path:   Ryszard Bugajski --[(INV) directed_by]--> Interrogation --[starred_actors]--> Krystyna Janda
Path (Raw):       Ryszard Bugajski --[No Operation]--> Ryszard Bugajski --[(INV) directed_by]--> Interrogation --[starred_actors]--> Krystyna Janda
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in a new leaf
Start Entity:     A New Leaf
Gold Answer:      [['Nelson Gidding', 'Edward Abbey', 'Murray Schisgal', 'Sam Hellman', 'Brian Garfield', 'Robert Nelson Jacobs', 'Herb Gardner', 'Weldon Hill', 'Ernest Lehman', 'John Paxton', 'Neil Simon', 'Abe Burrows', 'Gladys Lehman', 'Billy Wilder', 'Charles Lederer', 'Budd Schulberg', 'Truman Capote', 'John Godey', 'Bryan Forbes', 'Stirling Silliphant', 'Robert E. Lee', 'Damon Runyon', 'William R. Lipman', 'Hank Ketcham', 'I.A.L. Diamond', 'Peter De Vries', 'Jerome Lawrence', 'Walter Bernstein', 'Harold Robbins', 'Peter Stone', 'Bill Lancaster', 'Howard Fast', 'Dalton Trumbo', 'Francis Veber', 'Pierre Barillet', 'Mark Steven Johnson', 'Ben Hecht', 'Charles MacArthur', 'Marc Behm', 'Bartlett Cormack', 'John Hughes', 'Julius J. Epstein', 'Nicholas E. Baehr']]
Predicted Ans:    Billy Wilder
Predicted Path:   A New Leaf --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Buddy Buddy --[written_by]--> Billy Wilder
Path (Raw):       A New Leaf --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Buddy Buddy --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.325135
Path Entropy(↓):  1.838182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with jimmy fallon
Start Entity:     Jimmy Fallon
Gold Answer:      [['Queen Latifah', 'Samy Naceri', 'Drew Barrymore']]
Predicted Ans:    Queen Latifah
Predicted Path:   Jimmy Fallon --[(INV) starred_actors]--> Taxi --[starred_actors]--> Queen Latifah
Path (Raw):       Jimmy Fallon --[No Operation]--> Jimmy Fallon --[(INV) starred_actors]--> Taxi --[starred_actors]--> Queen Latifah
Neg LogProb(↓):   0.152454
Path Entropy(↓):  0.457310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by jerry reed
Start Entity:     Jerry Reed
Gold Answer:      [['1983', '1980', '1975', '1977']]
Predicted Ans:    1980
Predicted Path:   Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit II --[release_year]--> 1980
Path (Raw):       Jerry Reed --[No Operation]--> Jerry Reed --[(INV) starred_actors]--> Smokey and the Bandit II --[release_year]--> 1980
Neg LogProb(↓):   0.023173
Path Entropy(↓):  0.124275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of in this our life
Start Entity:     In This Our Life
Gold Answer:      [['Errol Flynn', 'Paul Henreid', 'Geraldine Fitzgerald', 'Gary Cooper', 'Walter Brennan', 'Humphrey Bogart', 'Sydney Greenstreet', 'Claude Rains', 'Joan Lorring', 'Peter Lorre', 'Ingrid Bergman']]
Predicted Ans:    Gary Cooper
Predicted Path:   In This Our Life --[written_by]--> Howard Koch --[(INV) written_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Path (Raw):       In This Our Life --[written_by]--> Howard Koch --[(INV) written_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.101790
Path Entropy(↓):  0.411162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by terry marcel
Start Entity:     Terry Marcel
Gold Answer:      [['Joan Severance', 'John Terry', 'Jack Palance']]
Predicted Ans:    Jack Palance
Predicted Path:   Terry Marcel --[(INV) directed_by]--> Hawk the Slayer --[starred_actors]--> Jack Palance
Path (Raw):       Terry Marcel --[No Operation]--> Terry Marcel --[(INV) directed_by]--> Hawk the Slayer --[starred_actors]--> Jack Palance
Neg LogProb(↓):   0.057611
Path Entropy(↓):  0.215977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about joel schumacher
Start Entity:     joel schumacher
Gold Answer:      [['Phone Booth', 'Bad Company', 'Batman Forever', 'The Client', 'Falling Down', 'A Time to Kill', 'Car Wash', 'The Phantom of the Opera']]
Predicted Ans:    Car Wash
Predicted Path:   joel schumacher --[(INV) has_tags]--> Car Wash --[has_tags]--> joel schumacher --[(INV) has_tags]--> Car Wash
Path (Raw):       joel schumacher --[(INV) has_tags]--> Car Wash --[has_tags]--> joel schumacher --[(INV) has_tags]--> Car Wash
Neg LogProb(↓):   0.034225
Path Entropy(↓):  0.195317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie trapped in paradise
Start Entity:     Trapped in Paradise
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Andrew Niccol', 'Vic Armstrong', 'Penelope Spheeris', 'Paco Cabezas', 'Robin Hardy', 'Martin Scorsese', 'Chris Sanders', 'Donald Petrie', 'Alex Proyas', 'Mick Jackson', 'Richard Benjamin', 'Gore Verbinski', 'Mike Figgis', 'Christopher Coppola', 'Charles Jarrott', 'Jon Turteltaub', 'Henry Hathaway', 'Oliver Stone', 'John Woo', 'Michael Bay', 'Sally Potter', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Sam Pillsbury', 'Joel Schumacher', 'Hugh Wilson', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Patrick Lussier', 'Robert Bierman', 'Brad Silberling', 'Dominic Sena', 'Andrew Bergman', 'John G. Avildsen', 'Brett Ratner', 'George C. Scott', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'Norman Jewison', 'John A. Davis', 'Barbet Schroeder', 'Brian De Palma', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   Trapped in Paradise --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Trapped in Paradise --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.378038
Path Entropy(↓):  1.128878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie killer klowns from outer space
Start Entity:     Killer Klowns from Outer Space
Gold Answer:      [['Grant Cramer', 'Suzanne Snyder']]
Predicted Ans:    Suzanne Snyder
Predicted Path:   Killer Klowns from Outer Space --[starred_actors]--> Suzanne Snyder --[(INV) starred_actors]--> Killer Klowns from Outer Space --[starred_actors]--> Suzanne Snyder
Path (Raw):       Killer Klowns from Outer Space --[starred_actors]--> Suzanne Snyder --[(INV) starred_actors]--> Killer Klowns from Outer Space --[starred_actors]--> Suzanne Snyder
Neg LogProb(↓):   0.000088
Path Entropy(↓):  0.000970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The friends of eddie coyle is a film written by this person
Start Entity:     The Friends of Eddie Coyle
Gold Answer:      [['George V. Higgins', 'Paul Monash']]
Predicted Ans:    George V. Higgins
Predicted Path:   The Friends of Eddie Coyle --[written_by]--> George V. Higgins --[(INV) written_by]--> The Friends of Eddie Coyle --[written_by]--> George V. Higgins
Path (Raw):       The Friends of Eddie Coyle --[written_by]--> George V. Higgins --[(INV) written_by]--> The Friends of Eddie Coyle --[written_by]--> George V. Higgins
Neg LogProb(↓):   0.499162
Path Entropy(↓):  0.695953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote afghan luke
Start Entity:     Afghan Luke
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Afghan Luke --[written_by]--> Mike Clattenburg --[(INV) written_by]--> Trailer Park Boys --[release_year]--> 1999
Path (Raw):       Afghan Luke --[written_by]--> Mike Clattenburg --[(INV) written_by]--> Trailer Park Boys --[release_year]--> 1999
Neg LogProb(↓):   0.088229
Path Entropy(↓):  0.289502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in simply irresistible
Start Entity:     Simply Irresistible
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Simply Irresistible --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Path (Raw):       Simply Irresistible --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.440130
Path Entropy(↓):  1.055429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the hulk director
Start Entity:     Hulk
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Hulk --[directed_by]--> Ang Lee --[(INV) directed_by]--> Brokeback Mountain --[has_genre]--> Drama
Path (Raw):       Hulk --[directed_by]--> Ang Lee --[(INV) directed_by]--> Brokeback Mountain --[has_genre]--> Drama
Neg LogProb(↓):   0.380067
Path Entropy(↓):  0.995983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe walker in a few words
Start Entity:     Walker
Gold Answer:      [['alex cox', 'nicaragua', 'war']]
Predicted Ans:    nicaragua
Predicted Path:   Walker --[has_tags]--> nicaragua --[(INV) has_tags]--> Walker --[has_tags]--> nicaragua
Path (Raw):       Walker --[has_tags]--> nicaragua --[(INV) has_tags]--> Walker --[has_tags]--> nicaragua
Neg LogProb(↓):   0.000487
Path Entropy(↓):  0.004453
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of monkey shines
Start Entity:     Monkey Shines
Gold Answer:      [['Karl Hardman', "Judith O'Dea", 'Leslie Nielsen', 'Duane Jones', 'Radha Mitchell', 'Sarah Polley', 'Ving Rhames', 'Fritz Weaver', 'Alan Van Sprang', 'Peter Stormare', 'Ken Foree', 'Amy Madigan', 'Adrienne Barbeau', 'Leslie Hope', 'Jake Weber', 'Hal Holbrook', 'Harold Wayne Jones', 'Timothy Olyphant', 'Will MacMillan', 'Lane Carroll', 'Jason Flemyng', 'Timothy Hutton', 'Gaylen Ross', 'David Emge', 'Michael Rooker']]
Predicted Ans:    Jason Flemyng
Predicted Path:   Monkey Shines --[directed_by]--> George A. Romero --[(INV) directed_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Path (Raw):       Monkey Shines --[directed_by]--> George A. Romero --[(INV) directed_by]--> Bruiser --[starred_actors]--> Jason Flemyng
Neg LogProb(↓):   0.357326
Path Entropy(↓):  1.039715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the kremlin letter
Start Entity:     The Kremlin Letter
Gold Answer:      [['Aristophanes', 'Rita M. Fink', 'Harry Julian Fink', 'Robert Altman', 'Elmore Leonard', 'Arthur Miller', 'Michael M. Grilikhes', 'Leslie Stevens', 'Marvin H. Albert', 'Mai Zetterling', 'Ingmar Bergman', 'Elia Kazan', 'Henrik Ibsen', 'Burt Kennedy']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Kremlin Letter --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Path (Raw):       The Kremlin Letter --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.003956
Path Entropy(↓):  0.029180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with francis biddle
Start Entity:     Francis Biddle
Gold Answer:      [['Emmet Lavery']]
Predicted Ans:    Emmet Lavery
Predicted Path:   Francis Biddle --[(INV) written_by]--> The Magnificent Yankee --[written_by]--> Emmet Lavery
Path (Raw):       Francis Biddle --[No Operation]--> Francis Biddle --[(INV) written_by]--> The Magnificent Yankee --[written_by]--> Emmet Lavery
Neg LogProb(↓):   0.140657
Path Entropy(↓):  0.390357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by tess of the storm country actors
Start Entity:     Tess of the Storm Country
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Tess of the Storm Country --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[in_language]--> English
Path (Raw):       Tess of the Storm Country --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[in_language]--> English
Neg LogProb(↓):   1.098768
Path Entropy(↓):  1.100136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by marita giovanni
Start Entity:     Marita Giovanni
Gold Answer:      [['Lauran Hoffman']]
Predicted Ans:    Lauran Hoffman
Predicted Path:   Marita Giovanni --[(INV) directed_by]--> Bar Girls --[written_by]--> Lauran Hoffman
Path (Raw):       Marita Giovanni --[No Operation]--> Marita Giovanni --[(INV) directed_by]--> Bar Girls --[written_by]--> Lauran Hoffman
Neg LogProb(↓):   0.005017
Path Entropy(↓):  0.031896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote pride and glory
Start Entity:     Pride and Glory
Gold Answer:      [["Gavin O'Connor"]]
Predicted Ans:    Gavin O'Connor
Predicted Path:   Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Tumbleweeds --[written_by]--> Gavin O'Connor
Path (Raw):       Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Tumbleweeds --[written_by]--> Gavin O'Connor
Neg LogProb(↓):   0.027393
Path Entropy(↓):  0.124232
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with seven days in may in
Start Entity:     Seven Days in May
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Seven Days in May --[written_by]--> Rod Serling --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Path (Raw):       Seven Days in May --[written_by]--> Rod Serling --[(INV) written_by]--> Planet of the Apes --[in_language]--> English
Neg LogProb(↓):   0.535589
Path Entropy(↓):  0.983662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote bachelor party
Start Entity:     Bachelor Party
Gold Answer:      [['Leslie Nielsen', 'Brian Backer', 'Anna Faris', 'John Murray', 'Cary Elwes', 'John Turturro', 'Val Kilmer', 'Richard Crenna', 'Charlie Sheen', 'Valeria Golino', 'Jennifer Tilly', 'Lloyd Bridges', 'Mel Smith', 'Gabriel Jarret', 'Regina Hall', 'Bob Nelson']]
Predicted Ans:    Charlie Sheen
Predicted Path:   Bachelor Party --[written_by]--> Pat Proft --[(INV) written_by]--> Hot Shots! --[starred_actors]--> Charlie Sheen
Path (Raw):       Bachelor Party --[written_by]--> Pat Proft --[(INV) written_by]--> Hot Shots! --[starred_actors]--> Charlie Sheen
Neg LogProb(↓):   0.090735
Path Entropy(↓):  0.338003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with liberal arts fall under
Start Entity:     Liberal Arts
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Liberal Arts --[has_genre]--> Drama --[(INV) has_genre]--> The Winslow Boy --[has_genre]--> Drama
Path (Raw):       Liberal Arts --[has_genre]--> Drama --[(INV) has_genre]--> The Winslow Boy --[has_genre]--> Drama
Neg LogProb(↓):   1.261635
Path Entropy(↓):  3.247872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of what have they done to your daughters?
Start Entity:     What Have They Done to Your Daughters?
Gold Answer:      [['Massimo Dallamano']]
Predicted Ans:    Toby Finlay
Predicted Path:   What Have They Done to Your Daughters? --[written_by]--> Massimo Dallamano --[(INV) written_by]--> Dorian Gray --[written_by]--> Toby Finlay
Path (Raw):       What Have They Done to Your Daughters? --[written_by]--> Massimo Dallamano --[(INV) written_by]--> Dorian Gray --[written_by]--> Toby Finlay
Neg LogProb(↓):   0.462098
Path Entropy(↓):  1.208557
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies acted by sophie vavasseur
Start Entity:     Sophie Vavasseur
Gold Answer:      [['Manuel Carballo']]
Predicted Ans:    Sophie Vavasseur
Predicted Path:   Sophie Vavasseur --[(INV) starred_actors]--> Evelyn --[starred_actors]--> Sophie Vavasseur
Path (Raw):       Sophie Vavasseur --[No Operation]--> Sophie Vavasseur --[(INV) starred_actors]--> Evelyn --[starred_actors]--> Sophie Vavasseur
Neg LogProb(↓):   0.384364
Path Entropy(↓):  0.842485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same director of my forbidden past
Start Entity:     My Forbidden Past
Gold Answer:      [['Mary Poppins', 'Bedknobs and Broomsticks', 'Johnny Tremain', 'Old Yeller', 'The Gnome-Mobile', "Darby O'Gill and the Little People", 'In Search of the Castaways', 'The Woman on Pier 13', 'Jane Eyre', 'Back Street', 'The Shaggy D.A.', "Blackbeard's Ghost", 'Walk Softly, Stranger', 'The Las Vegas Story', "King Solomon's Mines", 'That Darn Cat!', 'Son of Flubber']]
Predicted Ans:    King Solomon's Mines
Predicted Path:   My Forbidden Past --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines
Path (Raw):       My Forbidden Past --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[No Operation]--> King Solomon's Mines
Neg LogProb(↓):   0.273297
Path Entropy(↓):  0.839676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film sunshine state
Start Entity:     Sunshine State
Gold Answer:      [['Henry Winkler', 'Lewis Teague']]
Predicted Ans:    Lewis Teague
Predicted Path:   Sunshine State --[starred_actors]--> Alan King --[(INV) starred_actors]--> Cat's Eye --[directed_by]--> Lewis Teague
Path (Raw):       Sunshine State --[starred_actors]--> Alan King --[(INV) starred_actors]--> Cat's Eye --[directed_by]--> Lewis Teague
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of nightmare castle
Start Entity:     Nightmare Castle
Gold Answer:      [['The Horrible Dr. Hichcock', 'Black Sunday', 'The Ghost']]
Predicted Ans:    Black Sunday
Predicted Path:   Nightmare Castle --[starred_actors]--> Barbara Steele --[(INV) starred_actors]--> Black Sunday
Path (Raw):       Nightmare Castle --[starred_actors]--> Barbara Steele --[No Operation]--> Barbara Steele --[(INV) starred_actors]--> Black Sunday
Neg LogProb(↓):   0.059061
Path Entropy(↓):  0.265445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of independence day
Start Entity:     Independence Day
Gold Answer:      [['1998', '2009', '1954', '2008', '1990', '2004', '1985', '1994', '2014']]
Predicted Ans:    2004
Predicted Path:   Independence Day --[written_by]--> Roland Emmerich --[(INV) written_by]--> The Day After Tomorrow --[release_year]--> 2004
Path (Raw):       Independence Day --[written_by]--> Roland Emmerich --[(INV) written_by]--> The Day After Tomorrow --[release_year]--> 2004
Neg LogProb(↓):   0.522547
Path Entropy(↓):  1.161671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did karey kirkpatrick write
Start Entity:     Karey Kirkpatrick
Gold Answer:      [['Over the Hedge', "Charlotte's Web", 'Flakes']]
Predicted Ans:    Flakes
Predicted Path:   Karey Kirkpatrick --[(INV) written_by]--> Flakes --[written_by]--> Chris Poche --[(INV) written_by]--> Flakes
Path (Raw):       Karey Kirkpatrick --[(INV) written_by]--> Flakes --[written_by]--> Chris Poche --[(INV) written_by]--> Flakes
Neg LogProb(↓):   0.051259
Path Entropy(↓):  0.198453
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie waking up in reno are written by who
Start Entity:     Waking Up in Reno
Gold Answer:      [['Jordan Brady', 'Jay Lacopo']]
Predicted Ans:    Jay Lacopo
Predicted Path:   Waking Up in Reno --[directed_by]--> Jordan Brady --[(INV) directed_by]--> The Third Wheel --[written_by]--> Jay Lacopo
Path (Raw):       Waking Up in Reno --[directed_by]--> Jordan Brady --[(INV) directed_by]--> The Third Wheel --[written_by]--> Jay Lacopo
Neg LogProb(↓):   0.397547
Path Entropy(↓):  0.671434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie mid - august lunch in
Start Entity:     Mid-August Lunch
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Mid-August Lunch --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Mid-August Lunch --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.703539
Path Entropy(↓):  3.084446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of pocketful of miracles
Start Entity:     Pocketful of Miracles
Gold Answer:      [['George Cukor', 'Irving Cummings', 'Daniel Mann', 'Hal Kanter', 'Jack Arnold', 'Joseph L. Mankiewicz', 'Irving Reis', 'Robert Florey', 'Charles Jarrott', 'Lloyd Bacon', 'John Ford', 'Walter Bernstein', 'David Butler', 'Alexander Hall', 'Frank Capra', 'Howard Brookner']]
Predicted Ans:    Frank Capra
Predicted Path:   Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       Pocketful of Miracles --[written_by]--> Robert Riskin --[(INV) written_by]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   1.167970
Path Entropy(↓):  1.783872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a millionaire for christy were in which languages
Start Entity:     A Millionaire for Christy
Gold Answer:      [['Swedish', 'French', 'English', 'Japanese']]
Predicted Ans:    English
Predicted Path:   A Millionaire for Christy --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       A Millionaire for Christy --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.101852
Path Entropy(↓):  0.388109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by david gordon green starred who
Start Entity:     David Gordon Green
Gold Answer:      [['James Franco', 'Natalie Portman', 'Emile Hirsch', 'Zooey Deschanel', 'Danny McBride', 'Paul Schneider', 'Nicolas Cage', 'Seth Rogen', 'Paul Rudd', 'Kate Beckinsale', 'Sam Rockwell', 'Susan Sarandon', 'Ronnie Gene Blevins', 'Tye Sheridan', 'Shea Whigham', 'Jamie Bell']]
Predicted Ans:    Sam Rockwell
Predicted Path:   David Gordon Green --[(INV) directed_by]--> Snow Angels --[starred_actors]--> Sam Rockwell
Path (Raw):       David Gordon Green --[No Operation]--> David Gordon Green --[(INV) directed_by]--> Snow Angels --[starred_actors]--> Sam Rockwell
Neg LogProb(↓):   0.522673
Path Entropy(↓):  1.030726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote in the land of women
Start Entity:     In the Land of Women
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   In the Land of Women --[written_by]--> Jon Kasdan --[(INV) written_by]--> The First Time --[has_genre]--> Comedy
Path (Raw):       In the Land of Women --[written_by]--> Jon Kasdan --[(INV) written_by]--> The First Time --[has_genre]--> Comedy
Neg LogProb(↓):   0.005701
Path Entropy(↓):  0.035057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of shanghai knights
Start Entity:     Shanghai Knights
Gold Answer:      [['Jackie Chan', 'Timothy Olyphant', 'Teresa Palmer', 'James Franco', 'Owen Wilson', 'Alex Pettyfer', 'Dianna Agron', 'Kirsten Dunst', 'Tobey Maguire']]
Predicted Ans:    James Franco
Predicted Path:   Shanghai Knights --[written_by]--> Miles Millar --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Path (Raw):       Shanghai Knights --[written_by]--> Miles Millar --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.437186
Path Entropy(↓):  0.649999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the method
Start Entity:     The Method
Gold Answer:      [['Cecilia Roth', 'Héctor Alterio', 'Ricardo Darín', 'Cecilia Dopazo', 'Leonardo Sbaraglia']]
Predicted Ans:    Eduard Fernández
Predicted Path:   The Method --[directed_by]--> Marcelo Piñeyro --[(INV) directed_by]--> The Method --[starred_actors]--> Eduard Fernández
Path (Raw):       The Method --[directed_by]--> Marcelo Piñeyro --[(INV) directed_by]--> The Method --[starred_actors]--> Eduard Fernández
Neg LogProb(↓):   0.220231
Path Entropy(↓):  0.735881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe the second civil war
Start Entity:     The Second Civil War
Gold Answer:      [['joe dante']]
Predicted Ans:    joe dante
Predicted Path:   The Second Civil War --[has_tags]--> joe dante --[(INV) has_tags]--> Explorers --[has_tags]--> joe dante
Path (Raw):       The Second Civil War --[has_tags]--> joe dante --[(INV) has_tags]--> Explorers --[has_tags]--> joe dante
Neg LogProb(↓):   0.566914
Path Entropy(↓):  1.213085
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mike henry acted together with who
Start Entity:     Mike Henry
Gold Answer:      [['Burt Reynolds', 'Jerry Reed', 'Sally Field']]
Predicted Ans:    Burt Reynolds
Predicted Path:   Mike Henry --[(INV) starred_actors]--> Smokey and the Bandit --[starred_actors]--> Burt Reynolds
Path (Raw):       Mike Henry --[No Operation]--> Mike Henry --[(INV) starred_actors]--> Smokey and the Bandit --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of parenthood
Start Entity:     Parenthood
Gold Answer:      [['Grand Theft Auto', 'Splash', 'Mr. Saturday Night', 'Greedy', 'City Slickers', 'Where the Heart Is', 'Far and Away', 'A League of Their Own']]
Predicted Ans:    Parenthood
Predicted Path:   Parenthood --[written_by]--> Babaloo Mandel --[(INV) written_by]--> Parenthood
Path (Raw):       Parenthood --[No Operation]--> Parenthood --[written_by]--> Babaloo Mandel --[(INV) written_by]--> Parenthood
Neg LogProb(↓):   0.635093
Path Entropy(↓):  1.446660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies acted by david buck in
Start Entity:     David Buck
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   David Buck --[(INV) starred_actors]--> The Mummy's Shroud --[has_genre]--> Horror
Path (Raw):       David Buck --[No Operation]--> David Buck --[(INV) starred_actors]--> The Mummy's Shroud --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of david cronenberg starred movies
Start Entity:     David Cronenberg
Gold Answer:      [['1990', '2013']]
Predicted Ans:    1977
Predicted Path:   David Cronenberg --[(INV) written_by]--> Rabid --[release_year]--> 1977
Path (Raw):       David Cronenberg --[No Operation]--> David Cronenberg --[(INV) written_by]--> Rabid --[release_year]--> 1977
Neg LogProb(↓):   1.658880
Path Entropy(↓):  2.480495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of rendition also starred in which films
Start Entity:     Rendition
Gold Answer:      [['Water for Elephants', 'Stand Up Guys', 'The River Wild', 'Slums of Beverly Hills', 'Out of Africa', 'Four Christmases', 'One True Thing', 'The Devil Wears Prada', 'Before and After', 'The Heart Is a Lonely Hunter', 'The Seduction of Joe Tynan', 'The In-Laws', 'And Starring Pancho Villa as Himself', 'Twilight', 'Mud', 'Overnight Delivery', "The French Lieutenant's Woman", 'Mother Night', 'Catch-22', 'The Seven-Per-Cent Solution', 'Plenty', 'Brothers', "It's Complicated", 'The Good Lie', 'The Last Unicorn', "Marvin's Room", 'Donnie Darko', 'Doubt', 'Monsters vs. Aliens', "Sophie's Choice", 'Enemy', 'Hope Springs', 'End of Watch', 'The Giver', 'Big Trouble', 'Zodiac', 'Legally Blonde', 'Steal Big Steal Little', 'The Iron Lady', 'This Means War', 'Nightcrawler', 'The Pentagon Papers', 'Fantastic Mr. Fox', 'Bad Medicine', 'Lions for Lambs', 'Election', 'Dark Matter', 'Prisoners', 'The Living Sea', 'Wait Until Dark', 'The Bridges of Madison County', 'S.F.W.', 'The Rocketeer', 'Last of the Red Hot Lovers', 'Dancing at Lughnasa', 'Jarhead', 'Death Becomes Her', 'Still of the Night', 'How Do You Know', 'Prime', 'Source Code', 'Ironweed', 'The Ant Bully', 'Freeway', 'Argo', 'Bubble Boy', 'Pleasantville', 'Get Smart', 'Little Miss Sunshine', 'The Hours', 'Wild', 'Proof', 'Simon', 'Grosse Pointe Blank', 'Falling in Love', 'Inspector Clouseau', 'A Far Off Place', 'The Day After Tomorrow', 'Heartburn', 'Brokeback Mountain', 'October Sky', 'Postcards from the Edge', 'The Man in the Moon', 'Freebie and the Bean', 'Fear', "Devil's Knot", 'Walk the Line', 'Cruel Intentions', 'Music of the Heart', 'Sweet Home Alabama', 'She-Devil', 'Noel']]
Predicted Ans:    Death Becomes Her
Predicted Path:   Rendition --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Death Becomes Her
Path (Raw):       Rendition --[starred_actors]--> Meryl Streep --[No Operation]--> Meryl Streep --[(INV) starred_actors]--> Death Becomes Her
Neg LogProb(↓):   1.630993
Path Entropy(↓):  2.808342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie calling bulldog drummond
Start Entity:     Calling Bulldog Drummond
Gold Answer:      [['Sam Wood', 'Fritz Lang', 'Tay Garnett', 'Irwin Allen', 'Mervyn LeRoy', 'Richard Quine', 'David Mamet', 'Raoul Walsh', 'Sidney Sheldon', 'John Ford', 'Anthony Asquith', 'Arnold Laven', 'Bruce Geller', 'Fred M. Wilcox', 'Joseph Losey', 'Vincente Minnelli', 'William Wyler', 'Richard Brooks', 'Robert Stevenson', 'Piers Haggard', 'Peter Sellers']]
Predicted Ans:    Fritz Lang
Predicted Path:   Calling Bulldog Drummond --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       Calling Bulldog Drummond --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.237146
Path Entropy(↓):  0.688271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of hi diddle diddle also directed which films
Start Entity:     Hi Diddle Diddle
Gold Answer:      [['The Steel Trap', 'The Last Voyage', 'Julie', 'A Blueprint for Murder']]
Predicted Ans:    Hi Diddle Diddle
Predicted Path:   Hi Diddle Diddle --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Hi Diddle Diddle
Path (Raw):       Hi Diddle Diddle --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Hi Diddle Diddle --[No Operation]--> Hi Diddle Diddle
Neg LogProb(↓):   0.222573
Path Entropy(↓):  0.532542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films written by michael sarne
Start Entity:     Michael Sarne
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Michael Sarne --[(INV) written_by]--> Myra Breckinridge --[release_year]--> 1970
Path (Raw):       Michael Sarne --[No Operation]--> Michael Sarne --[(INV) written_by]--> Myra Breckinridge --[release_year]--> 1970
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by joe maggio
Start Entity:     Joe Maggio
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Joe Maggio --[(INV) written_by]--> Bitter Feast --[has_genre]--> Horror
Path (Raw):       Joe Maggio --[No Operation]--> Joe Maggio --[(INV) written_by]--> Bitter Feast --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe nine
Start Entity:     Nine
Gold Answer:      [['musical']]
Predicted Ans:    musical
Predicted Path:   Nine --[written_by]--> Maury Yeston --[(INV) written_by]--> Nine --[has_tags]--> musical
Path (Raw):       Nine --[written_by]--> Maury Yeston --[(INV) written_by]--> Nine --[has_tags]--> musical
Neg LogProb(↓):   0.007062
Path Entropy(↓):  0.045914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed my name is joe
Start Entity:     My Name Is Joe
Gold Answer:      [['Anna Cropper', 'Eric Cantona', 'Steve Evets', 'Adrien Brody', 'Simone Kirby', 'Barry Ward', 'Robert Carlyle', 'Cillian Murphy', 'Dolph Lundgren', 'Oyanka Cabezas', 'Kierston Wareing', 'Julie Brown', 'John Henshaw', 'Paul Brannigan', 'Siobhan Reilly', 'Gary Maitland', 'Ricky Tomlinson', 'Bruce Jones', 'Gemma Phoenix']]
Predicted Ans:    Robert Carlyle
Predicted Path:   My Name Is Joe --[directed_by]--> Ken Loach --[(INV) directed_by]--> Carla's Song --[starred_actors]--> Robert Carlyle
Path (Raw):       My Name Is Joe --[directed_by]--> Ken Loach --[(INV) directed_by]--> Carla's Song --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.033900
Path Entropy(↓):  0.172331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in intruder in the dust
Start Entity:     Intruder in the Dust
Gold Answer:      [['Felix E. Feist', 'Mervyn LeRoy', 'Michael Curtiz', 'King Vidor']]
Predicted Ans:    Felix E. Feist
Predicted Path:   Intruder in the Dust --[starred_actors]--> David Brian --[(INV) starred_actors]--> This Woman Is Dangerous --[directed_by]--> Felix E. Feist
Path (Raw):       Intruder in the Dust --[starred_actors]--> David Brian --[(INV) starred_actors]--> This Woman Is Dangerous --[directed_by]--> Felix E. Feist
Neg LogProb(↓):   0.008352
Path Entropy(↓):  0.051933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of thoroughly modern millie
Start Entity:     Thoroughly Modern Millie
Gold Answer:      [['Bobby Darin', 'Elvis Presley', 'Sandra Dee', 'Debbie Reynolds', 'Mary Tyler Moore']]
Predicted Ans:    Julie Andrews
Predicted Path:   Thoroughly Modern Millie --[written_by]--> Richard Morris --[(INV) written_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Path (Raw):       Thoroughly Modern Millie --[written_by]--> Richard Morris --[(INV) written_by]--> Thoroughly Modern Millie --[starred_actors]--> Julie Andrews
Neg LogProb(↓):   0.475034
Path Entropy(↓):  0.665612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by fatherland actors release
Start Entity:     Fatherland
Gold Answer:      [['1992', '2006', '1985', '1984', '1977', '2007', '2009', '2004', '1982', '1973', '1953', '1994', '1983', '1971', '1989', '1996', '2002', '2011', '2000', '1997', '1991', '1999', '1987', '1986']]
Predicted Ans:    1984
Predicted Path:   Fatherland --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> A Breed Apart --[release_year]--> 1984
Path (Raw):       Fatherland --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> A Breed Apart --[release_year]--> 1984
Neg LogProb(↓):   1.321877
Path Entropy(↓):  1.852077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with jim simpson
Start Entity:     Jim Simpson
Gold Answer:      [['Anne Nelson']]
Predicted Ans:    Anne Nelson
Predicted Path:   Jim Simpson --[(INV) written_by]--> The Guys --[written_by]--> Anne Nelson
Path (Raw):       Jim Simpson --[No Operation]--> Jim Simpson --[(INV) written_by]--> The Guys --[written_by]--> Anne Nelson
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter william gillette
Start Entity:     William Gillette
Gold Answer:      [['Nigel Bruce', 'Basil Rathbone']]
Predicted Ans:    Basil Rathbone
Predicted Path:   William Gillette --[(INV) written_by]--> The Adventures of Sherlock Holmes --[starred_actors]--> Basil Rathbone
Path (Raw):       William Gillette --[No Operation]--> William Gillette --[(INV) written_by]--> The Adventures of Sherlock Holmes --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.000670
Path Entropy(↓):  0.005563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie little voice
Start Entity:     Little Voice
Gold Answer:      [['1996', '2000', '1992']]
Predicted Ans:    1992
Predicted Path:   Little Voice --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[release_year]--> 1992
Path (Raw):       Little Voice --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[release_year]--> 1992
Neg LogProb(↓):   0.717945
Path Entropy(↓):  1.001308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed long time dead
Start Entity:     Long Time Dead
Gold Answer:      [['Marcus Adams']]
Predicted Ans:    Marcus Adams
Predicted Path:   Long Time Dead --[directed_by]--> Marcus Adams --[(INV) directed_by]--> The Marksman --[directed_by]--> Marcus Adams
Path (Raw):       Long Time Dead --[directed_by]--> Marcus Adams --[(INV) directed_by]--> The Marksman --[directed_by]--> Marcus Adams
Neg LogProb(↓):   0.411298
Path Entropy(↓):  0.655300
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of aly michalka starred movies
Start Entity:     Aly Michalka
Gold Answer:      [['Todd Graff']]
Predicted Ans:    Todd Graff
Predicted Path:   Aly Michalka --[(INV) starred_actors]--> Bandslam --[written_by]--> Todd Graff
Path (Raw):       Aly Michalka --[No Operation]--> Aly Michalka --[(INV) starred_actors]--> Bandslam --[written_by]--> Todd Graff
Neg LogProb(↓):   0.002449
Path Entropy(↓):  0.019790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by ela thier
Start Entity:     Ela Thier
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ela Thier --[(INV) starred_actors]--> Foreign Letters --[has_genre]--> Drama
Path (Raw):       Ela Thier --[No Operation]--> Ela Thier --[(INV) starred_actors]--> Foreign Letters --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Wolfgang petersen was the director of which films
Start Entity:     Wolfgang Petersen
Gold Answer:      [['Poseidon', 'Air Force One', 'In the Line of Fire', 'Outbreak', 'Das Boot', 'Shattered', 'Troy', 'Enemy Mine', 'The NeverEnding Story', 'The Perfect Storm']]
Predicted Ans:    Poseidon
Predicted Path:   Wolfgang Petersen --[(INV) directed_by]--> Das Boot --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Poseidon
Path (Raw):       Wolfgang Petersen --[(INV) directed_by]--> Das Boot --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Poseidon
Neg LogProb(↓):   2.116415
Path Entropy(↓):  3.378035
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie golden gate
Start Entity:     Golden Gate
Gold Answer:      [['David Henry Hwang']]
Predicted Ans:    David Henry Hwang
Predicted Path:   Golden Gate --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[written_by]--> David Henry Hwang
Path (Raw):       Golden Gate --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[written_by]--> David Henry Hwang
Neg LogProb(↓):   0.000101
Path Entropy(↓):  0.001028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john ventimiglia acted films
Start Entity:     John Ventimiglia
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   John Ventimiglia --[(INV) starred_actors]--> Rosencrantz and Guildenstern Are Undead --[release_year]--> 2009
Path (Raw):       John Ventimiglia --[No Operation]--> John Ventimiglia --[(INV) starred_actors]--> Rosencrantz and Guildenstern Are Undead --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of stakeout
Start Entity:     Stakeout
Gold Answer:      [['Jack Sholder', 'David Greenwalt', 'Jon Turteltaub', 'Simon Wincer', 'Jim Kouf']]
Predicted Ans:    John Badham
Predicted Path:   Stakeout --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout --[directed_by]--> John Badham
Path (Raw):       Stakeout --[written_by]--> Jim Kouf --[(INV) written_by]--> Stakeout --[directed_by]--> John Badham
Neg LogProb(↓):   0.042009
Path Entropy(↓):  0.214300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by reginald owen
Start Entity:     Reginald Owen
Gold Answer:      [['Drama', 'Family', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Reginald Owen --[(INV) starred_actors]--> Kitty --[has_genre]--> Drama
Path (Raw):       Reginald Owen --[No Operation]--> Reginald Owen --[(INV) starred_actors]--> Kitty --[has_genre]--> Drama
Neg LogProb(↓):   0.001042
Path Entropy(↓):  0.008913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of peter buchman written films
Start Entity:     Peter Buchman
Gold Answer:      [['Stefen Fangmeier']]
Predicted Ans:    Stefen Fangmeier
Predicted Path:   Peter Buchman --[(INV) written_by]--> Eragon --[directed_by]--> Stefen Fangmeier
Path (Raw):       Peter Buchman --[No Operation]--> Peter Buchman --[(INV) written_by]--> Eragon --[directed_by]--> Stefen Fangmeier
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of it all starts today
Start Entity:     It All Starts Today
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   It All Starts Today --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> Safe Conduct --[in_language]--> French
Path (Raw):       It All Starts Today --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> Safe Conduct --[in_language]--> French
Neg LogProb(↓):   0.094650
Path Entropy(↓):  0.414048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by portrait werner herzog actors
Start Entity:     Portrait Werner Herzog
Gold Answer:      [['Documentary', 'Western', 'Short', 'Drama', 'War', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Documentary
Predicted Path:   Portrait Werner Herzog --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Wings of Hope --[has_genre]--> Documentary
Path (Raw):       Portrait Werner Herzog --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Wings of Hope --[has_genre]--> Documentary
Neg LogProb(↓):   0.908414
Path Entropy(↓):  1.319352
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by newsies actors
Start Entity:     Newsies
Gold Answer:      [['Lao', 'English', 'Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   Newsies --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> Empire of the Sun --[in_language]--> Japanese
Path (Raw):       Newsies --[starred_actors]--> Christian Bale --[(INV) starred_actors]--> Empire of the Sun --[in_language]--> Japanese
Neg LogProb(↓):   0.267374
Path Entropy(↓):  0.544957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie champagne for caesar released
Start Entity:     Champagne for Caesar
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Champagne for Caesar --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Champagne for Caesar --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   1.544725
Path Entropy(↓):  2.750049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the badlanders actors
Start Entity:     The Badlanders
Gold Answer:      [['Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Badlanders --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> Branded --[has_genre]--> Western
Path (Raw):       The Badlanders --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> Branded --[has_genre]--> Western
Neg LogProb(↓):   1.358302
Path Entropy(↓):  2.014927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in play girl
Start Entity:     Play Girl
Gold Answer:      [['George Cukor', 'William Dieterle', 'Ernst Lubitsch', 'Joe May', 'Rodney Gibbons', 'Tay Garnett', 'Lloyd Bacon', 'Mitchell Leisen', 'Robert Day', 'Sidney Lanfield', 'William C. de Mille', 'Terence Fisher', 'Brian De Palma', 'Lionel Barrymore', 'Roy William Neill', 'Alfred Hitchcock']]
Predicted Ans:    William Dieterle
Predicted Path:   Play Girl --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[directed_by]--> William Dieterle
Path (Raw):       Play Girl --[starred_actors]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.072356
Path Entropy(↓):  0.364668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did marcel ophuls write
Start Entity:     Marcel Ophüls
Gold Answer:      [['The Sorrow and the Pity']]
Predicted Ans:    The Sorrow and the Pity
Predicted Path:   Marcel Ophüls --[(INV) written_by]--> The Sorrow and the Pity --[written_by]--> Marcel Ophüls --[(INV) written_by]--> The Sorrow and the Pity
Path (Raw):       Marcel Ophüls --[(INV) written_by]--> The Sorrow and the Pity --[written_by]--> Marcel Ophüls --[(INV) written_by]--> The Sorrow and the Pity
Neg LogProb(↓):   0.001049
Path Entropy(↓):  0.008288
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by michael coldewey
Start Entity:     Michael Coldewey
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Michael Coldewey --[(INV) directed_by]--> Heavy Metal 2000 --[release_year]--> 2000
Path (Raw):       Michael Coldewey --[No Operation]--> Michael Coldewey --[(INV) directed_by]--> Heavy Metal 2000 --[release_year]--> 2000
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by famke janssen were released in which years
Start Entity:     Famke Janssen
Gold Answer:      [['1998', '2000', '1997', '2008', '2005', '1959', '2006', '1999', '2014', '2012']]
Predicted Ans:    2014
Predicted Path:   Famke Janssen --[(INV) starred_actors]--> Taken 3 --[release_year]--> 2014
Path (Raw):       Famke Janssen --[No Operation]--> Famke Janssen --[(INV) starred_actors]--> Taken 3 --[release_year]--> 2014
Neg LogProb(↓):   0.859930
Path Entropy(↓):  1.793429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film memory
Start Entity:     Memory
Gold Answer:      [['Alki David', 'Stewart Raffill', 'Ellie Kanner', 'Phillip Noyce', 'Giorgio Serafini', 'Shawn Sourgose', 'Simon Wincer']]
Predicted Ans:    Alki David
Predicted Path:   Memory --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[directed_by]--> Alki David
Path (Raw):       Memory --[starred_actors]--> Billy Zane --[(INV) starred_actors]--> Fishtales --[directed_by]--> Alki David
Neg LogProb(↓):   0.001077
Path Entropy(↓):  0.008934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of frederick stafford acted films
Start Entity:     Frederick Stafford
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Frederick Stafford --[(INV) starred_actors]--> Topaz --[release_year]--> 1969
Path (Raw):       Frederick Stafford --[No Operation]--> Frederick Stafford --[(INV) starred_actors]--> Topaz --[release_year]--> 1969
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does larenz tate act in
Start Entity:     Larenz Tate
Gold Answer:      [['The Postman', 'Love Jones', 'A Man Apart', 'The Inkwell', 'Why Do Fools Fall in Love', 'Dead Presidents']]
Predicted Ans:    Dead Presidents
Predicted Path:   Larenz Tate --[(INV) starred_actors]--> Dead Presidents --[written_by]--> Allen Hughes --[(INV) written_by]--> Dead Presidents
Path (Raw):       Larenz Tate --[(INV) starred_actors]--> Dead Presidents --[written_by]--> Allen Hughes --[(INV) written_by]--> Dead Presidents
Neg LogProb(↓):   0.084687
Path Entropy(↓):  0.366543
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by philippe lioret
Start Entity:     Philippe Lioret
Gold Answer:      [['Vincent Lindon', 'Derya Ayverdi', 'Firat Ayverdi']]
Predicted Ans:    Firat Ayverdi
Predicted Path:   Philippe Lioret --[(INV) directed_by]--> Welcome --[starred_actors]--> Firat Ayverdi
Path (Raw):       Philippe Lioret --[No Operation]--> Philippe Lioret --[(INV) directed_by]--> Welcome --[starred_actors]--> Firat Ayverdi
Neg LogProb(↓):   0.412327
Path Entropy(↓):  0.750158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with jill bennett
Start Entity:     Jill Bennett
Gold Answer:      [['Bette Davis', 'Wendy Craig']]
Predicted Ans:    Bette Davis
Predicted Path:   Jill Bennett --[(INV) starred_actors]--> The Nanny --[starred_actors]--> Bette Davis
Path (Raw):       Jill Bennett --[No Operation]--> Jill Bennett --[(INV) starred_actors]--> The Nanny --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by norbert weisser
Start Entity:     Norbert Weisser
Gold Answer:      [['Eric Schwab']]
Predicted Ans:    Eric Schwab
Predicted Path:   Norbert Weisser --[(INV) starred_actors]--> The Learning Curve --[written_by]--> Eric Schwab
Path (Raw):       Norbert Weisser --[No Operation]--> Norbert Weisser --[(INV) starred_actors]--> The Learning Curve --[written_by]--> Eric Schwab
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in zapped!
Start Entity:     Zapped!
Gold Answer:      [['Alan Parker']]
Predicted Ans:    Alan Parker
Predicted Path:   Zapped! --[starred_actors]--> Scott Baio --[(INV) starred_actors]--> Bugsy Malone --[directed_by]--> Alan Parker
Path (Raw):       Zapped! --[starred_actors]--> Scott Baio --[(INV) starred_actors]--> Bugsy Malone --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.006657
Path Entropy(↓):  0.039889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by alun owen fall under
Start Entity:     Alun Owen
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alun Owen --[(INV) written_by]--> A Hard Day's Night --[has_genre]--> Comedy
Path (Raw):       Alun Owen --[No Operation]--> Alun Owen --[(INV) written_by]--> A Hard Day's Night --[has_genre]--> Comedy
Neg LogProb(↓):   0.000167
Path Entropy(↓):  0.001621
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by karl scheydt
Start Entity:     Karl Scheydt
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Karl Scheydt --[(INV) starred_actors]--> The American Soldier --[written_by]--> Rainer Werner Fassbinder
Path (Raw):       Karl Scheydt --[No Operation]--> Karl Scheydt --[(INV) starred_actors]--> The American Soldier --[written_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie full metal jacket were in which genres
Start Entity:     Full Metal Jacket
Gold Answer:      [['Documentary', 'Short', 'Drama', 'War', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Full Metal Jacket --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[has_genre]--> War
Path (Raw):       Full Metal Jacket --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[has_genre]--> War
Neg LogProb(↓):   1.343246
Path Entropy(↓):  2.235426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie murders in the rue morgue
Start Entity:     Murders in the Rue Morgue
Gold Answer:      [['Allen Vincent', "Thomas Edward O'Connell", 'Arthur Levinson', 'George S. Kaufman', 'Morrie Ryskind', 'Paul Jarrico', 'Curt Siodmak', 'Alan Le May', 'Robert Riskin', 'Edith Fitzgerald', 'David Boehm']]
Predicted Ans:    Sergio Martino
Predicted Path:   Murders in the Rue Morgue --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino
Path (Raw):       Murders in the Rue Morgue --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[directed_by]--> Sergio Martino
Neg LogProb(↓):   0.739983
Path Entropy(↓):  1.747115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of 3 bad men
Start Entity:     3 Bad Men
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    Fort Apache
Predicted Path:   3 Bad Men --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Path (Raw):       3 Bad Men --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[No Operation]--> Fort Apache
Neg LogProb(↓):   1.603410
Path Entropy(↓):  2.515309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of warrior of the lost world also starred in which films
Start Entity:     Warrior of the Lost World
Gold Answer:      [['Telefon', 'Halloween', 'Dracula', 'The Night of the Generals', 'Soldier Blue', 'Mr. Freedom', 'The Black Windmill', 'Halloween II', 'Nighthawks', 'Wake in Fright', 'THX 1138', 'Vampire in Venice', 'Will Penny', 'Megaforce', 'Fantastic Voyage', 'Circus of Horrors', 'The Exterminator']]
Predicted Ans:    Vampire in Venice
Predicted Path:   Warrior of the Lost World --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice
Path (Raw):       Warrior of the Lost World --[starred_actors]--> Donald Pleasence --[No Operation]--> Donald Pleasence --[(INV) starred_actors]--> Vampire in Venice
Neg LogProb(↓):   0.048909
Path Entropy(↓):  0.243505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with all night long fall under
Start Entity:     All Night Long
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   All Night Long --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[has_genre]--> Horror
Path (Raw):       All Night Long --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[has_genre]--> Horror
Neg LogProb(↓):   1.684353
Path Entropy(↓):  2.575921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the over the top director
Start Entity:     Over the Top
Gold Answer:      [['Aki Kaurismäki', 'Joseph Anthony', 'Menahem Golan', 'Mohsen Makhmalbaf', 'Fyodor Dostoevsky', 'Samira Makhmalbaf', 'S.K. Lauren']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Over the Top --[directed_by]--> Menahem Golan --[(INV) directed_by]--> Crime and Punishment --[written_by]--> Aki Kaurismäki
Path (Raw):       Over the Top --[directed_by]--> Menahem Golan --[(INV) directed_by]--> Crime and Punishment --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.008191
Path Entropy(↓):  0.058348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is love and death
Start Entity:     Love and Death
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Love and Death --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Love and Death --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.368428
Path Entropy(↓):  4.482015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by david newman
Start Entity:     David Newman
Gold Answer:      [['Bad Company', 'Bonnie and Clyde', 'Still of the Night', 'There Was a Crooked Man...', "What's Up, Doc?"]]
Predicted Ans:    What's Up, Doc?
Predicted Path:   David Newman --[(INV) written_by]--> Still of the Night --[written_by]--> David Newman --[(INV) written_by]--> What's Up, Doc?
Path (Raw):       David Newman --[(INV) written_by]--> Still of the Night --[written_by]--> David Newman --[(INV) written_by]--> What's Up, Doc?
Neg LogProb(↓):   0.957698
Path Entropy(↓):  1.971373
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about elmore leonard
Start Entity:     elmore leonard
Gold Answer:      [['Out of Sight', 'Mr. Majestyk', 'Get Shorty', 'The Big Bounce', '52 Pick-Up', 'Valdez Is Coming', 'Last Stand at Saber River', 'Joe Kidd', 'Life of Crime', 'Hombre', 'Be Cool', 'Touch', 'Killshot', 'Cat Chaser', 'Jackie Brown']]
Predicted Ans:    Valdez Is Coming
Predicted Path:   elmore leonard --[(INV) has_tags]--> Valdez Is Coming --[has_tags]--> elmore leonard --[(INV) has_tags]--> Valdez Is Coming
Path (Raw):       elmore leonard --[(INV) has_tags]--> Valdez Is Coming --[has_tags]--> elmore leonard --[(INV) has_tags]--> Valdez Is Coming
Neg LogProb(↓):   0.753336
Path Entropy(↓):  2.023040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by richard creedon were directed by who
Start Entity:     Richard Creedon
Gold Answer:      [['Wilfred Jackson', 'Ben Sharpsteen', 'David Hand', 'William Cottrell', 'Larry Morey', 'Perce Pearce']]
Predicted Ans:    Ben Sharpsteen
Predicted Path:   Richard Creedon --[(INV) written_by]--> Snow White and the Seven Dwarfs --[directed_by]--> Ben Sharpsteen
Path (Raw):       Richard Creedon --[No Operation]--> Richard Creedon --[(INV) written_by]--> Snow White and the Seven Dwarfs --[directed_by]--> Ben Sharpsteen
Neg LogProb(↓):   0.035852
Path Entropy(↓):  0.177118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by robert flemyng were in which genres
Start Entity:     Robert Flemyng
Gold Answer:      [['Drama', 'Horror', 'War']]
Predicted Ans:    Horror
Predicted Path:   Robert Flemyng --[(INV) starred_actors]--> The Horrible Dr. Hichcock --[has_genre]--> Horror
Path (Raw):       Robert Flemyng --[No Operation]--> Robert Flemyng --[(INV) starred_actors]--> The Horrible Dr. Hichcock --[has_genre]--> Horror
Neg LogProb(↓):   0.032867
Path Entropy(↓):  0.151277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed slaves of new york
Start Entity:     Slaves of New York
Gold Answer:      [['James Ivory']]
Predicted Ans:    James Ivory
Predicted Path:   Slaves of New York --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[directed_by]--> James Ivory
Path (Raw):       Slaves of New York --[directed_by]--> James Ivory --[(INV) directed_by]--> Surviving Picasso --[directed_by]--> James Ivory
Neg LogProb(↓):   0.008738
Path Entropy(↓):  0.061181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the corruptor were released in which years
Start Entity:     The Corruptor
Gold Answer:      [['2008', '2003', '2006', '1974', '2007', '1968', '1998', '2009', '2010', '2001', '1990', '1996', '2012', '2013', '2000', '1997', '2005', '1999', '1969']]
Predicted Ans:    1969
Predicted Path:   The Corruptor --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Path (Raw):       The Corruptor --[starred_actors]--> Mark Wahlberg --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Neg LogProb(↓):   1.005976
Path Entropy(↓):  2.024607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of tunes of glory
Start Entity:     Tunes of Glory
Gold Answer:      [['Ernest Borgnine', 'Pamela Franklin', 'Red Buttons', 'Michael Caine', 'Herbert Lom', 'Carol Lynley', 'Karl Malden', 'Glenda Jackson', 'Gloria Grahame', 'Ned Beatty', 'Sam Waterston', 'Robert Flemyng', 'Shirley MacLaine', 'Alan Rickman', 'Jon Voight', 'Gene Hackman', 'Walter Matthau', 'Colin Firth', 'Albert Finney', 'Jill Clayburgh', 'Alec Guinness', 'Sean Connery', 'Tom Courtenay', 'Brian Keith', 'Natalie Wood', 'Clifton Webb', 'Deborah Kerr', 'Hayley Mills', 'Maggie Smith']]
Predicted Ans:    Deborah Kerr
Predicted Path:   Tunes of Glory --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Chalk Garden --[starred_actors]--> Deborah Kerr
Path (Raw):       Tunes of Glory --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Chalk Garden --[starred_actors]--> Deborah Kerr
Neg LogProb(↓):   1.154464
Path Entropy(↓):  1.658338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by henry ian cusick release
Start Entity:     Henry Ian Cusick
Gold Answer:      [['2009', '2013']]
Predicted Ans:    2013
Predicted Path:   Henry Ian Cusick --[(INV) starred_actors]--> The Girl on the Train --[release_year]--> 2013
Path (Raw):       Henry Ian Cusick --[No Operation]--> Henry Ian Cusick --[(INV) starred_actors]--> The Girl on the Train --[release_year]--> 2013
Neg LogProb(↓):   0.333529
Path Entropy(↓):  0.849180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by yul brynner
Start Entity:     Yul Brynner
Gold Answer:      [['Nikolai Gogol', 'Guy Bolton', 'Jeanie Macpherson', 'Marcelle Maurette', 'C. Gardner Sullivan', 'Harold Lamb', 'Michael Crichton', 'Lyle Saxon', 'Robert Towne', 'Ernest Lehman', 'William Douglas Lansford', 'Edwin Justus Mayer', 'Margaret Landon', 'Richard Wilson', "Louis L'Amour", 'Oscar Hammerstein II', 'Mayo Simon', 'Richard Brooks', 'Sam Peckinpah', 'Julius J. Epstein', 'Philip G. Epstein', 'Fyodor Dostoevsky', 'Larry Cohen']]
Predicted Ans:    Michael Crichton
Predicted Path:   Yul Brynner --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Path (Raw):       Yul Brynner --[No Operation]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Neg LogProb(↓):   0.103163
Path Entropy(↓):  0.434736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Frozen is a film written by this person
Start Entity:     Frozen
Gold Answer:      [['Jennifer Lee', 'Chris Buck', 'Hans Christian Andersen']]
Predicted Ans:    Shanker Raman
Predicted Path:   Frozen --[written_by]--> Shanker Raman --[(INV) written_by]--> Frozen --[written_by]--> Shanker Raman
Path (Raw):       Frozen --[written_by]--> Shanker Raman --[(INV) written_by]--> Frozen --[written_by]--> Shanker Raman
Neg LogProb(↓):   0.026265
Path Entropy(↓):  0.145347
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of bird
Start Entity:     Bird
Gold Answer:      [['Clint Eastwood']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Bird --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[directed_by]--> Clint Eastwood
Path (Raw):       Bird --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   0.136494
Path Entropy(↓):  0.418648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
David lean was the director on which movies
Start Entity:     David Lean
Gold Answer:      [['A Passage to India', 'Great Expectations', 'Summertime', 'The Bridge on the River Kwai', 'This Happy Breed', 'The Passionate Friends', "Hobson's Choice", 'Madeleine', 'Blithe Spirit', 'Doctor Zhivago', 'Major Barbara', 'Oliver Twist', "Ryan's Daughter", 'Lawrence of Arabia']]
Predicted Ans:    Hobson's Choice
Predicted Path:   David Lean --[(INV) directed_by]--> A Passage to India --[directed_by]--> David Lean --[(INV) directed_by]--> Hobson's Choice
Path (Raw):       David Lean --[(INV) directed_by]--> A Passage to India --[directed_by]--> David Lean --[(INV) directed_by]--> Hobson's Choice
Neg LogProb(↓):   2.101658
Path Entropy(↓):  3.562988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the confetti director
Start Entity:     Confetti
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Confetti --[directed_by]--> Debbie Isitt --[(INV) directed_by]--> Nativity! --[has_genre]--> Comedy
Path (Raw):       Confetti --[directed_by]--> Debbie Isitt --[(INV) directed_by]--> Nativity! --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by paul weitz
Start Entity:     Paul Weitz
Gold Answer:      [['American Dreamz', 'About a Boy', 'In Good Company']]
Predicted Ans:    In Good Company
Predicted Path:   Paul Weitz --[(INV) written_by]--> In Good Company --[written_by]--> Paul Weitz --[(INV) written_by]--> In Good Company
Path (Raw):       Paul Weitz --[(INV) written_by]--> In Good Company --[written_by]--> Paul Weitz --[(INV) written_by]--> In Good Company
Neg LogProb(↓):   0.370676
Path Entropy(↓):  1.087236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the minus man
Start Entity:     The Minus Man
Gold Answer:      [['The Mighty Quinn', 'Blade Runner']]
Predicted Ans:    Blade Runner
Predicted Path:   The Minus Man --[written_by]--> Hampton Fancher --[(INV) written_by]--> Blade Runner
Path (Raw):       The Minus Man --[written_by]--> Hampton Fancher --[(INV) written_by]--> Blade Runner --[No Operation]--> Blade Runner
Neg LogProb(↓):   0.023631
Path Entropy(↓):  0.118378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by cameron crowe in
Start Entity:     Cameron Crowe
Gold Answer:      [['Documentary', 'History']]
Predicted Ans:    Documentary
Predicted Path:   Cameron Crowe --[(INV) starred_actors]--> Pearl Jam Twenty --[has_genre]--> Documentary
Path (Raw):       Cameron Crowe --[No Operation]--> Cameron Crowe --[(INV) starred_actors]--> Pearl Jam Twenty --[has_genre]--> Documentary
Neg LogProb(↓):   0.000899
Path Entropy(↓):  0.007202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with didi conn
Start Entity:     Didi Conn
Gold Answer:      [['Stephen Nathan', 'Michael Zaslow']]
Predicted Ans:    Didi Conn
Predicted Path:   Didi Conn --[(INV) starred_actors]--> You Light Up My Life --[starred_actors]--> Didi Conn
Path (Raw):       Didi Conn --[No Operation]--> Didi Conn --[(INV) starred_actors]--> You Light Up My Life --[starred_actors]--> Didi Conn
Neg LogProb(↓):   0.494166
Path Entropy(↓):  0.711456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by rat race actors release
Start Entity:     Rat Race
Gold Answer:      [['1998', '2007', '2004']]
Predicted Ans:    2004
Predicted Path:   Rat Race --[starred_actors]--> Breckin Meyer --[(INV) starred_actors]--> Blast --[release_year]--> 2004
Path (Raw):       Rat Race --[starred_actors]--> Breckin Meyer --[(INV) starred_actors]--> Blast --[release_year]--> 2004
Neg LogProb(↓):   0.482932
Path Entropy(↓):  0.782993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in szabolcs hajdu written movies
Start Entity:     Szabolcs Hajdu
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   Szabolcs Hajdu --[(INV) written_by]--> White Palms --[in_language]--> Hungarian
Path (Raw):       Szabolcs Hajdu --[No Operation]--> Szabolcs Hajdu --[(INV) written_by]--> White Palms --[in_language]--> Hungarian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in father's little dividend
Start Entity:     Father's Little Dividend
Gold Answer:      [['George Cukor', 'Daniel Mann', 'Fritz Lang', 'Cecil B. DeMille', 'Edward Dmytryk', 'Norman Taurog', 'Mike Nichols', 'Franco Zeffirelli', 'John Huston', 'Mervyn LeRoy', 'Richard Thorpe', 'Rouben Mamoulian', 'Frank Borzage', 'Walter Lang', 'Henry Hathaway', 'John Ford', 'Steve Sekely', 'George Sidney', 'Michael Curtiz', 'Stanley Kramer', 'Frank Capra', 'Douglas Sirk', 'Anthony Asquith', 'Max Ophüls', 'Neil Jordan', 'Douglas Camfield', 'Harry Lachman', 'Joseph Losey', 'Vincente Minnelli', 'John Sturges', 'Victor Fleming', 'Gillian Armstrong', 'John S. Robertson', 'James Whale', 'Jack Conway', 'David Ayer', 'Fred Zinnemann', 'Clarence Brown', 'Richard Brooks', 'Norman Krasna', 'George Stevens', 'Harold S. Bucquet', 'Rowland V. Lee', 'Harold Prince', 'Eduardo Mignogna', 'Randall Wallace', 'Joseph L. Mankiewicz', 'Michael Gottlieb', 'Elia Kazan', 'Jean Renoir', 'J. Walter Ruben']]
Predicted Ans:    Fritz Lang
Predicted Path:   Father's Little Dividend --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       Father's Little Dividend --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.520167
Path Entropy(↓):  0.986409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of lady in the lake also directed which movies
Start Entity:     Lady in the Lake
Gold Answer:      [['They Were Expendable', 'Ride the Pink Horse', 'The Gallant Hours']]
Predicted Ans:    They Were Expendable
Predicted Path:   Lady in the Lake --[directed_by]--> Robert Montgomery --[(INV) directed_by]--> They Were Expendable
Path (Raw):       Lady in the Lake --[directed_by]--> Robert Montgomery --[(INV) directed_by]--> They Were Expendable --[No Operation]--> They Were Expendable
Neg LogProb(↓):   0.925488
Path Entropy(↓):  1.334417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with pigskin parade
Start Entity:     Pigskin Parade
Gold Answer:      [['Poor Little Rich Girl', 'Little Miss Broadway', 'Stowaway', 'Pocketful of Miracles', 'Captain January', 'Dimples', 'Duck Soup', 'Call Me Madam', 'Wonder Man', 'The Little Colonel']]
Predicted Ans:    Stowaway
Predicted Path:   Pigskin Parade --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway
Path (Raw):       Pigskin Parade --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway --[No Operation]--> Stowaway
Neg LogProb(↓):   0.792045
Path Entropy(↓):  1.311671
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of gossip
Start Entity:     Gossip
Gold Answer:      [['Hero Wanted', 'Antibodies', 'Red Canyon', 'The Purge', 'The Best of Me', 'The Contractor', 'The Cave', 'The Boondock Saints', 'The Skeleton Key', 'Aberdeen', "My Best Friend's Girl", 'Sex Drive', 'How to Lose a Guy in 10 Days', 'Walk of Shame', 'The Box', 'Something Borrowed', 'You, Me and Dupree', 'As Cool as I Am', 'The Killer Inside Me', 'The Reluctant Fundamentalist', 'Octane', "Fool's Gold", 'Enchanted', 'Zipper', 'Hello Herman', 'Superman Returns', 'Wish I Was Here', 'Disturbing Behavior', 'Desert Blue', 'Hop', 'Straw Dogs', '300', 'Bride Wars', 'A Little Bit of Heaven', 'Raising Helen', 'The 24th Day']]
Predicted Ans:    Bride Wars
Predicted Path:   Gossip --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> Bride Wars
Path (Raw):       Gossip --[starred_actors]--> Kate Hudson --[No Operation]--> Kate Hudson --[(INV) starred_actors]--> Bride Wars
Neg LogProb(↓):   1.079419
Path Entropy(↓):  1.425646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote love on the run
Start Entity:     Love on the Run
Gold Answer:      [['Claude Miller', 'Blake Edwards', 'François Truffaut', 'Jim McBride']]
Predicted Ans:    Blake Edwards
Predicted Path:   Love on the Run --[written_by]--> François Truffaut --[(INV) written_by]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Path (Raw):       Love on the Run --[written_by]--> François Truffaut --[(INV) written_by]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Neg LogProb(↓):   1.244841
Path Entropy(↓):  2.005480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the city of lost children are directed by who
Start Entity:     The City of Lost Children
Gold Answer:      [['Guy Moshe', 'Simon Hunter', 'Michael Cohn', 'Glenn McQuaid', 'Marcus Nispel', 'Dominic Sena', 'John Milius', 'Guillermo del Toro']]
Predicted Ans:    Guillermo del Toro
Predicted Path:   The City of Lost Children --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> Cronos --[directed_by]--> Guillermo del Toro
Path (Raw):       The City of Lost Children --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> Cronos --[directed_by]--> Guillermo del Toro
Neg LogProb(↓):   0.046097
Path Entropy(↓):  0.226417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in bad country
Start Entity:     Bad Country
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1983', '1995', '2001', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2002
Predicted Path:   Bad Country --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Path (Raw):       Bad Country --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Neg LogProb(↓):   1.155013
Path Entropy(↓):  2.243590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the brothers karamazov
Start Entity:     The Brothers Karamazov
Gold Answer:      [['Yul Brynner']]
Predicted Ans:    Yul Brynner
Predicted Path:   The Brothers Karamazov --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[starred_actors]--> Yul Brynner
Path (Raw):       The Brothers Karamazov --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[starred_actors]--> Yul Brynner
Neg LogProb(↓):   0.212553
Path Entropy(↓):  0.627221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by rita wilson were released in which years
Start Entity:     Rita Wilson
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Rita Wilson --[(INV) starred_actors]--> Jingle All the Way --[release_year]--> 1996
Path (Raw):       Rita Wilson --[No Operation]--> Rita Wilson --[(INV) starred_actors]--> Jingle All the Way --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was casper andreas the director for
Start Entity:     Casper Andreas
Gold Answer:      [['Going Down in LA-LA Land', 'Violet Tendencies']]
Predicted Ans:    Violet Tendencies
Predicted Path:   Casper Andreas --[(INV) directed_by]--> Violet Tendencies --[directed_by]--> Casper Andreas --[(INV) directed_by]--> Violet Tendencies
Path (Raw):       Casper Andreas --[(INV) directed_by]--> Violet Tendencies --[directed_by]--> Casper Andreas --[(INV) directed_by]--> Violet Tendencies
Neg LogProb(↓):   0.191754
Path Entropy(↓):  0.477681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of adam horovitz starred movies
Start Entity:     Adam Horovitz
Gold Answer:      [['Hugh Hudson']]
Predicted Ans:    Hugh Hudson
Predicted Path:   Adam Horovitz --[(INV) starred_actors]--> Lost Angels --[directed_by]--> Hugh Hudson
Path (Raw):       Adam Horovitz --[No Operation]--> Adam Horovitz --[(INV) starred_actors]--> Lost Angels --[directed_by]--> Hugh Hudson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by tony diterlizzi were directed by who
Start Entity:     Tony DiTerlizzi
Gold Answer:      [['Mark Waters']]
Predicted Ans:    Mark Waters
Predicted Path:   Tony DiTerlizzi --[(INV) written_by]--> The Spiderwick Chronicles --[directed_by]--> Mark Waters
Path (Raw):       Tony DiTerlizzi --[No Operation]--> Tony DiTerlizzi --[(INV) written_by]--> The Spiderwick Chronicles --[directed_by]--> Mark Waters
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor ron perlman co - starred with who
Start Entity:     Ron Perlman
Gold Answer:      [['Gackt', 'Stephen Lang', 'Dominic Monaghan', 'Arnold Schwarzenegger', 'Tara Subkoff', 'Rachel Nichols', 'Federico Luppi', 'Ally Walker', 'Nicolas Cage', 'Woody Harrelson', 'Angus Scrimm', 'Larry Fessenden', 'Jason Momoa', 'Martin Sheen', 'Josh Hartnett', 'James Earl Jones', 'Thomas Jane']]
Predicted Ans:    Ron Perlman
Predicted Path:   Ron Perlman --[(INV) starred_actors]--> Cronos --[starred_actors]--> Ron Perlman
Path (Raw):       Ron Perlman --[No Operation]--> Ron Perlman --[(INV) starred_actors]--> Cronos --[starred_actors]--> Ron Perlman
Neg LogProb(↓):   0.000953
Path Entropy(↓):  0.008097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films written by lewis carroll
Start Entity:     Lewis Carroll
Gold Answer:      [['English', 'Czech', 'Portuguese']]
Predicted Ans:    Lost Horizon
Predicted Path:   Lewis Carroll --[(INV) written_by]--> Alice in Wonderland --[in_language]--> English --[(INV) in_language]--> Lost Horizon
Path (Raw):       Lewis Carroll --[(INV) written_by]--> Alice in Wonderland --[in_language]--> English --[(INV) in_language]--> Lost Horizon
Neg LogProb(↓):   1.900646
Path Entropy(↓):  2.288712
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by rachel true were in which genres
Start Entity:     Rachel True
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    robin tunney
Predicted Path:   Rachel True --[(INV) starred_actors]--> The Craft --[has_tags]--> robin tunney
Path (Raw):       Rachel True --[No Operation]--> Rachel True --[(INV) starred_actors]--> The Craft --[has_tags]--> robin tunney
Neg LogProb(↓):   0.197516
Path Entropy(↓):  0.532549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of andrew wagner directed movies
Start Entity:     Andrew Wagner
Gold Answer:      [['Brian Morton', 'Fred Parnes']]
Predicted Ans:    Andrew Wagner
Predicted Path:   Andrew Wagner --[(INV) directed_by]--> Starting Out in the Evening --[written_by]--> Andrew Wagner
Path (Raw):       Andrew Wagner --[No Operation]--> Andrew Wagner --[(INV) directed_by]--> Starting Out in the Evening --[written_by]--> Andrew Wagner
Neg LogProb(↓):   0.030109
Path Entropy(↓):  0.160500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the film kiss kiss bang bang were released in which years
Start Entity:     Kiss Kiss Bang Bang
Gold Answer:      [['2013']]
Predicted Ans:    2005
Predicted Path:   Kiss Kiss Bang Bang --[directed_by]--> Shane Black --[(INV) directed_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Path (Raw):       Kiss Kiss Bang Bang --[directed_by]--> Shane Black --[(INV) directed_by]--> Kiss Kiss Bang Bang --[release_year]--> 2005
Neg LogProb(↓):   0.107711
Path Entropy(↓):  0.334308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by lucky mckee
Start Entity:     Lucky McKee
Gold Answer:      [['2006', '2011', '2002', '2013']]
Predicted Ans:    2013
Predicted Path:   Lucky McKee --[(INV) written_by]--> All Cheerleaders Die --[release_year]--> 2013
Path (Raw):       Lucky McKee --[No Operation]--> Lucky McKee --[(INV) written_by]--> All Cheerleaders Die --[release_year]--> 2013
Neg LogProb(↓):   0.407332
Path Entropy(↓):  0.748897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film anna christie
Start Entity:     Anna Christie
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Anna Christie --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Anna Christie --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.254506
Path Entropy(↓):  4.636793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie the big bounce
Start Entity:     The Big Bounce
Gold Answer:      [['elmore leonard']]
Predicted Ans:    elmore leonard
Predicted Path:   The Big Bounce --[has_tags]--> elmore leonard --[(INV) has_tags]--> Valdez Is Coming --[has_tags]--> elmore leonard
Path (Raw):       The Big Bounce --[has_tags]--> elmore leonard --[(INV) has_tags]--> Valdez Is Coming --[has_tags]--> elmore leonard
Neg LogProb(↓):   0.101915
Path Entropy(↓):  0.432067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of ubaldo ragona
Start Entity:     Ubaldo Ragona
Gold Answer:      [['Richard Matheson', 'Furio M. Monetti']]
Predicted Ans:    Richard Matheson
Predicted Path:   Ubaldo Ragona --[(INV) written_by]--> The Last Man on Earth --[written_by]--> Richard Matheson
Path (Raw):       Ubaldo Ragona --[No Operation]--> Ubaldo Ragona --[(INV) written_by]--> The Last Man on Earth --[written_by]--> Richard Matheson
Neg LogProb(↓):   0.011393
Path Entropy(↓):  0.070328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of born to dance
Start Entity:     Born to Dance
Gold Answer:      [['The Shopworn Angel', 'Firecreek', 'No Time for Comedy', 'The Man Who Knew Too Much', 'Call Northside 777', 'There Goes My Heart', 'Mr. Smith Goes to Washington', "You Can't Take It With You", 'The Mortal Storm', 'On Our Merry Way', 'Shenandoah', 'The Cheyenne Social Club', 'The Man from Laramie', 'Mr. Hobbs Takes a Vacation', 'Strategic Air Command', 'The Shootist', 'Anatomy of a Murder', 'Kongo', 'Thunder Bay', "Pot o' Gold", 'Destry Rides Again', 'Bandolero!', 'Broken Arrow', "Fools' Parade", 'Lady Be Good', 'The Far Country', 'Carbine Williams', 'The Man Who Shot Liberty Valance', 'Come Live with Me', "It's a Wonderful World", 'Rear Window', 'Broadway Melody of 1938', 'Magic Town', 'Broadway Melody of 1940', 'Of Human Hearts', 'The Rare Breed', 'The Spirit of St. Louis', 'Vertigo', 'The Naked Spur', 'The Flight of the Phoenix', 'Malaya', 'The Shop Around the Corner', 'Dear Brigitte', 'The Philadelphia Story', 'Made for Each Other', 'The Glenn Miller Story', 'Two Rode Together', 'Broadway Melody of 1936', 'No Highway in the Sky', 'Night Passage', "Winchester '73", "Take Her, She's Mine", 'The FBI Story', 'Harvey', 'Vivacious Lady', 'After the Thin Man', 'Bend of the River', "It's a Wonderful Life"]]
Predicted Ans:    On Our Merry Way
Predicted Path:   Born to Dance --[starred_actors]--> James Stewart --[(INV) starred_actors]--> On Our Merry Way
Path (Raw):       Born to Dance --[starred_actors]--> James Stewart --[No Operation]--> James Stewart --[(INV) starred_actors]--> On Our Merry Way
Neg LogProb(↓):   0.957298
Path Entropy(↓):  1.925367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed boudu saved from drowning
Start Entity:     Boudu Saved from Drowning
Gold Answer:      [['Odoardo Spadaro', 'Hurd Hatfield', 'Joan Bennett', 'Mila Parély', 'Paulette Dubost', 'Nora Gregor', 'Édouard Delmont', 'Burgess Meredith', 'Sissy Spacek', 'Charles Laughton', 'George Sanders', 'Paulette Goddard', 'Francis Lederer', 'Ingrid Bergman', 'Anna Magnani', 'Walter Huston', 'Robert Ryan', 'Jean Gabin', 'Celia Montalván', 'Charles Blavette', 'Walter Brennan', 'Jean Marais', 'María Félix', 'Esmond Knight', "Maureen O'Hara", 'Nora Swinburne', 'Arthur Shields', 'Mel Gibson', 'Charles Bickford']]
Predicted Ans:    Jean Gabin
Predicted Path:   Boudu Saved from Drowning --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[starred_actors]--> Jean Gabin
Path (Raw):       Boudu Saved from Drowning --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.108472
Path Entropy(↓):  0.415858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with kurt wimmer
Start Entity:     Kurt Wimmer
Gold Answer:      [["Dan O'Bannon", 'Philip K. Dick', 'Mark Bomback', 'Gary Goldman', 'Ronald Shusett', 'Jon Povill']]
Predicted Ans:    Philip K. Dick
Predicted Path:   Kurt Wimmer --[(INV) written_by]--> Total Recall --[written_by]--> Philip K. Dick
Path (Raw):       Kurt Wimmer --[No Operation]--> Kurt Wimmer --[(INV) written_by]--> Total Recall --[written_by]--> Philip K. Dick
Neg LogProb(↓):   0.631976
Path Entropy(↓):  0.937243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by guy burt released
Start Entity:     Guy Burt
Gold Answer:      [['2001', '2009']]
Predicted Ans:    2001
Predicted Path:   Guy Burt --[(INV) written_by]--> The Hole --[release_year]--> 2001
Path (Raw):       Guy Burt --[No Operation]--> Guy Burt --[(INV) written_by]--> The Hole --[release_year]--> 2001
Neg LogProb(↓):   0.425064
Path Entropy(↓):  0.653748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with jonas mccord
Start Entity:     Jonas McCord
Gold Answer:      [['Aaron Sorkin', 'Scott Frank']]
Predicted Ans:    Scott Frank
Predicted Path:   Jonas McCord --[(INV) written_by]--> Malice --[written_by]--> Scott Frank
Path (Raw):       Jonas McCord --[No Operation]--> Jonas McCord --[(INV) written_by]--> Malice --[written_by]--> Scott Frank
Neg LogProb(↓):   0.108586
Path Entropy(↓):  0.357455
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie turtle diary are directed by who
Start Entity:     Turtle Diary
Gold Answer:      [['Richard Attenborough', 'Ronald Neame', 'Roger Donaldson', 'E. Elias Merhige', 'John Schlesinger', 'David Blair', 'Martin Scorsese', 'Clare Peploe', 'Kari Skogland', 'Barry Levinson', 'Robert Altman', 'Roman Polanski', 'Karel Reisz', 'Thom Eberhardt', 'Charles Jarrott', 'John Frankenheimer', 'David Hare', 'Anthony Stacchi', 'Graham Annable', 'James Dearden', 'Vadim Perelman', 'Doug Lefler', 'Jonathan Glazer', 'Christian Duguay', 'Ken Russell', 'Isabel Coixet', 'John Dahl', 'Steven Zaillian', 'Kevin Costner', 'Jonathan Levine', 'Joseph Losey', 'Steven Spielberg', 'Rupert Wyatt', 'Melvin Frank', 'Tim Burton', 'Brad Anderson', 'Scott Michell', 'David Hugh Jones', 'Chandran Rutnam', 'Norman Z. McLeod', 'Károly Makk']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Turtle Diary --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Path (Raw):       Turtle Diary --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Searching for Bobby Fischer --[directed_by]--> Steven Zaillian
Neg LogProb(↓):   1.025349
Path Entropy(↓):  0.851648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of garrett hedlund starred movies
Start Entity:     Garrett Hedlund
Gold Answer:      [['Angelina Jolie', 'Walter Salles', 'Andrew Levitas', 'Shana Feste', 'John Singleton']]
Predicted Ans:    Angelina Jolie
Predicted Path:   Garrett Hedlund --[(INV) starred_actors]--> Unbroken --[directed_by]--> Angelina Jolie
Path (Raw):       Garrett Hedlund --[No Operation]--> Garrett Hedlund --[(INV) starred_actors]--> Unbroken --[directed_by]--> Angelina Jolie
Neg LogProb(↓):   0.055374
Path Entropy(↓):  0.259546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with some like it hot fall under
Start Entity:     Some Like It Hot
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    War
Predicted Path:   Some Like It Hot --[written_by]--> Billy Wilder --[(INV) written_by]--> Stalag 17 --[has_genre]--> War
Path (Raw):       Some Like It Hot --[written_by]--> Billy Wilder --[(INV) written_by]--> Stalag 17 --[has_genre]--> War
Neg LogProb(↓):   1.223914
Path Entropy(↓):  1.630041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe children of nature in a few words
Start Entity:     Children of Nature
Gold Answer:      [['friðrik Þór friðriksson']]
Predicted Ans:    iceland
Predicted Path:   Children of Nature --[written_by]--> Friðrik Þór Friðriksson --[(INV) written_by]--> Cold Fever --[has_tags]--> iceland
Path (Raw):       Children of Nature --[written_by]--> Friðrik Þór Friðriksson --[(INV) written_by]--> Cold Fever --[has_tags]--> iceland
Neg LogProb(↓):   0.224037
Path Entropy(↓):  0.676898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed mother wore tights
Start Entity:     Mother Wore Tights
Gold Answer:      [['Alice Faye', 'Carmen Miranda', 'Robert Young', 'Yul Brynner', 'Susan Hayward', 'Gene Tierney', 'Louis Jourdan', 'David Wayne', 'Randolph Scott', 'Katharine Hepburn', 'Margaret Lockwood', "Donald O'Connor", 'Janet Gaynor', 'Shirley Temple', 'Jeanne Crain', 'Vivian Blaine', 'Dana Andrews', 'Dick Haymes', 'Dan Dailey', 'George Sanders', 'Corinne Calvet', 'Ethel Merman', 'Thelma Ritter', 'Shirley MacLaine', 'Lew Ayres', 'Will Rogers', 'Danny Kaye', 'Marcel Dalio', 'Marilyn Monroe', 'Rory Calhoun', 'Maurice Chevalier', 'Frank Sinatra', 'Spencer Tracy', "Maureen O'Hara", 'Clifton Webb']]
Predicted Ans:    Dan Dailey
Predicted Path:   Mother Wore Tights --[directed_by]--> Walter Lang --[(INV) directed_by]--> Mother Wore Tights --[starred_actors]--> Dan Dailey
Path (Raw):       Mother Wore Tights --[directed_by]--> Walter Lang --[(INV) directed_by]--> Mother Wore Tights --[starred_actors]--> Dan Dailey
Neg LogProb(↓):   0.946851
Path Entropy(↓):  1.715735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of homefront
Start Entity:     Homefront
Gold Answer:      [['Chuck Logan', 'Sylvester Stallone']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Homefront --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[written_by]--> Sylvester Stallone
Path (Raw):       Homefront --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[written_by]--> Sylvester Stallone
Neg LogProb(↓):   0.154232
Path Entropy(↓):  0.453224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by gloria actors
Start Entity:     Gloria
Gold Answer:      [['David Saperstein', 'Jerico', 'Helen Deutsch', 'Albert Brooks', 'Richard Jefferies', 'Seth Zvi Rosenfeld', 'Charles Finch', "Dan O'Bannon", 'Michael De Luca', 'Buster Keaton', 'Larry Gelbart', 'David S. Ward', 'Michael Crichton', 'Mardik Martin', 'Dennis Fanning', 'Martin Scorsese', 'Nicholas Pileggi', 'Eugene Hess', 'Mark Bomback', 'Thomas Berger', 'H. Rider Haggard', 'Claude Sautet', 'Cathleen Schine', 'Brian King', 'Jake LaMotta', 'Mark Illsley', 'Brian Skeet', 'Sam Shepard', 'Wes Craven', 'Henry Bean', 'Don Roos', 'Philip K. Dick', 'Gary Goldman', 'Ira Levin', 'Ronald Shusett', 'Simon Moore', 'Gene Quintano', 'Jon Povill', 'James R. Silke', 'John Leekley', 'Robert Harling', 'Evan Rhodes', 'Donald Cammell', 'China Kong', 'Andrew Klavan', 'Joe Eszterhas', 'John Nichols', 'Andrew Bergman', 'Paul Schrader', 'Dorothy Ann Puzo', "Louis L'Amour", 'Bob Kane', 'Kurt Wimmer', 'Leora Barish', 'John Griesemer', 'Stephen Metcalfe', 'Andy Bellin']]
Predicted Ans:    Helen Deutsch
Predicted Path:   Gloria --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> Helen Deutsch
Path (Raw):       Gloria --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> Helen Deutsch
Neg LogProb(↓):   1.110682
Path Entropy(↓):  2.094359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jimmy piersall written movies
Start Entity:     Jimmy Piersall
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Jimmy Piersall --[(INV) written_by]--> Fear Strikes Out --[release_year]--> 1957
Path (Raw):       Jimmy Piersall --[No Operation]--> Jimmy Piersall --[(INV) written_by]--> Fear Strikes Out --[release_year]--> 1957
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the impossible
Start Entity:     The Impossible
Gold Answer:      [['Jon Ronson', 'Theodore Melfi', 'Ole Bornedal', 'David Loucka', 'Mark Herman', 'John Requa', 'John Collier', 'Louis Verneuil', 'Darren Lemke', 'Glenn Ficarra', 'Dan Studney', 'Rodrigo García', 'Joseph Than', 'Mark Bomback', 'Steve McVicker', 'Merian C. Cooper', 'Michael Haneke', 'Ruth Rose', 'Chris Cleave', 'Sharon Maguire', 'Aislinn Hunter', 'Daniel Wallace', 'Scott Coffey', 'Robert Harris', 'Roman Polanski', 'David Lynch', 'Kôji Suzuki', 'Carl Prechezer', 'Edgar Wallace', 'James Ashmore Creelman', 'Niels Mueller', 'Baz Luhrmann', 'James Dearden', 'Peter Benchley', 'Ronald Bass', 'Anna Hamilton Phelan', 'Susan Butler', 'Mary S. Lovell', 'Eric Aronson', 'Stephen Jeffreys', 'Kyril Bonfiglioli', 'Stephan Elliott', 'Kate Snell', 'Mark Bowden', 'Irvine Welsh', 'Tony Grisoni', 'Jeremy Brock', 'Meg Rosoff', 'Penelope Skinner', 'John August', 'Christopher McQuarrie', 'Kim Fupz Aakeson', 'John Hodge', 'Laurie Collyer', 'Paula Gosling', 'Lorenzo Semple Jr.', 'Wiebke von Carolsfeld', 'Nick Leeson', 'Marc Behm', 'Peter Jackson', 'Julius Avery', 'Guillermo Arriaga', 'David Benioff']]
Predicted Ans:    Joseph Than
Predicted Path:   The Impossible --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Deception --[written_by]--> Joseph Than
Path (Raw):       The Impossible --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Deception --[written_by]--> Joseph Than
Neg LogProb(↓):   0.913589
Path Entropy(↓):  2.296407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie superman iii are written by who
Start Entity:     Superman III
Gold Answer:      [['David Loughery', 'Lawrence B. Marcus', 'John Haase', 'Burt Shevelove', 'Melvin Frank', 'Leonard Wibberley', 'Larry Gelbart', 'Patrick Ryan', 'James Goldman', 'Alun Owen', 'George MacDonald Fraser', 'Terrence McNally', 'Michael Pertwee']]
Predicted Ans:    David Loughery
Predicted Path:   Superman III --[directed_by]--> Richard Lester --[(INV) directed_by]--> The Three Musketeers --[written_by]--> David Loughery
Path (Raw):       Superman III --[directed_by]--> Richard Lester --[(INV) directed_by]--> The Three Musketeers --[written_by]--> David Loughery
Neg LogProb(↓):   0.517179
Path Entropy(↓):  1.126408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with altered states fall under
Start Entity:     Altered States
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Comedy', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Altered States --[directed_by]--> Ken Russell --[(INV) directed_by]--> The Lair of the White Worm --[has_genre]--> Horror
Path (Raw):       Altered States --[directed_by]--> Ken Russell --[(INV) directed_by]--> The Lair of the White Worm --[has_genre]--> Horror
Neg LogProb(↓):   0.493193
Path Entropy(↓):  0.701382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of challenge to lassie
Start Entity:     Challenge to Lassie
Gold Answer:      [['Night Must Fall', 'The Prisoner of Zenda', 'A Date with Judy', 'Knights of the Round Table', 'The Thin Man Goes Home', 'Man-Proof', 'Three Little Words', 'Her Highness and the Bellboy', 'The Great Caruso', 'Barnacle Bill', 'Carbine Williams', 'The Prodigal', 'Ivanhoe', 'Double Wedding', 'All the Brothers Were Valiant', 'How the West Was Won', 'Malaya', 'Jailhouse Rock', 'Above Suspicion', 'Black Hand']]
Predicted Ans:    Above Suspicion
Predicted Path:   Challenge to Lassie --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Above Suspicion
Path (Raw):       Challenge to Lassie --[No Operation]--> Challenge to Lassie --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> Above Suspicion
Neg LogProb(↓):   1.551459
Path Entropy(↓):  2.427627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in ride beyond vengeance
Start Entity:     Ride Beyond Vengeance
Gold Answer:      [['Drama', 'Fantasy', 'Adventure', 'Biography']]
Predicted Ans:    Western
Predicted Path:   Ride Beyond Vengeance --[starred_actors]--> Chuck Connors --[(INV) starred_actors]--> Ride Beyond Vengeance --[has_genre]--> Western
Path (Raw):       Ride Beyond Vengeance --[starred_actors]--> Chuck Connors --[(INV) starred_actors]--> Ride Beyond Vengeance --[has_genre]--> Western
Neg LogProb(↓):   0.400046
Path Entropy(↓):  0.636051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter the vicious brothers co - wrote films with who
Start Entity:     The Vicious Brothers
Gold Answer:      [['Stuart Ortiz']]
Predicted Ans:    The Vicious Brothers
Predicted Path:   The Vicious Brothers --[(INV) written_by]--> Grave Encounters 2 --[written_by]--> The Vicious Brothers
Path (Raw):       The Vicious Brothers --[No Operation]--> The Vicious Brothers --[(INV) written_by]--> Grave Encounters 2 --[written_by]--> The Vicious Brothers
Neg LogProb(↓):   0.003803
Path Entropy(↓):  0.024947
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe film it's complicated
Start Entity:     It's Complicated
Gold Answer:      [['steve martin', 'meryl streep', 'john krasinski', 'alec baldwin']]
Predicted Ans:    alec baldwin
Predicted Path:   It's Complicated --[has_tags]--> alec baldwin --[(INV) has_tags]--> The Departed --[has_tags]--> alec baldwin
Path (Raw):       It's Complicated --[has_tags]--> alec baldwin --[(INV) has_tags]--> The Departed --[has_tags]--> alec baldwin
Neg LogProb(↓):   0.073372
Path Entropy(↓):  0.282626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the cockleshell heroes were released in which years
Start Entity:     The Cockleshell Heroes
Gold Answer:      [['1961', '1958']]
Predicted Ans:    1955
Predicted Path:   The Cockleshell Heroes --[directed_by]--> José Ferrer --[(INV) directed_by]--> The Cockleshell Heroes --[release_year]--> 1955
Path (Raw):       The Cockleshell Heroes --[directed_by]--> José Ferrer --[(INV) directed_by]--> The Cockleshell Heroes --[release_year]--> 1955
Neg LogProb(↓):   0.468923
Path Entropy(↓):  0.837710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by the writer of oxygen
Start Entity:     Oxygen
Gold Answer:      [['Pierce Brosnan', 'David Bowie', 'Rosanna Arquette', 'Jude Law']]
Predicted Ans:    Adrien Brody
Predicted Path:   Oxygen --[written_by]--> Richard Shepard --[(INV) written_by]--> Oxygen --[starred_actors]--> Adrien Brody
Path (Raw):       Oxygen --[written_by]--> Richard Shepard --[(INV) written_by]--> Oxygen --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.021599
Path Entropy(↓):  0.111945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of michael forest starred movies
Start Entity:     Michael Forest
Gold Answer:      [['Monte Hellman']]
Predicted Ans:    Monte Hellman
Predicted Path:   Michael Forest --[(INV) starred_actors]--> Beast from Haunted Cave --[directed_by]--> Monte Hellman
Path (Raw):       Michael Forest --[No Operation]--> Michael Forest --[(INV) starred_actors]--> Beast from Haunted Cave --[directed_by]--> Monte Hellman
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000448
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with freddie findlay
Start Entity:     Freddie Findlay
Gold Answer:      [['Robert Hardy']]
Predicted Ans:    Freddie Findlay
Predicted Path:   Freddie Findlay --[(INV) starred_actors]--> A Feast at Midnight --[starred_actors]--> Freddie Findlay
Path (Raw):       Freddie Findlay --[No Operation]--> Freddie Findlay --[(INV) starred_actors]--> A Feast at Midnight --[starred_actors]--> Freddie Findlay
Neg LogProb(↓):   0.012563
Path Entropy(↓):  0.067135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie wish i was here, when was it released
Start Entity:     Wish I Was Here
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Wish I Was Here --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Wish I Was Here --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.922875
Path Entropy(↓):  4.369637
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by tulsa actors
Start Entity:     Tulsa
Gold Answer:      [['Romance', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Tulsa --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro --[has_genre]--> Drama
Path (Raw):       Tulsa --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> The Snows of Kilimanjaro --[has_genre]--> Drama
Neg LogProb(↓):   0.056122
Path Entropy(↓):  0.262133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in that forsyte woman
Start Entity:     That Forsyte Woman
Gold Answer:      [['English', 'Welsh', 'German']]
Predicted Ans:    German
Predicted Path:   That Forsyte Woman --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[in_language]--> German
Path (Raw):       That Forsyte Woman --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[in_language]--> German
Neg LogProb(↓):   0.871947
Path Entropy(↓):  1.568031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dolph lundgren written movies
Start Entity:     Dolph Lundgren
Gold Answer:      [['2009', '2007']]
Predicted Ans:    2009
Predicted Path:   Dolph Lundgren --[(INV) written_by]--> Command Performance --[release_year]--> 2009
Path (Raw):       Dolph Lundgren --[No Operation]--> Dolph Lundgren --[(INV) written_by]--> Command Performance --[release_year]--> 2009
Neg LogProb(↓):   0.000588
Path Entropy(↓):  0.005319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the glass menagerie were released in which years
Start Entity:     The Glass Menagerie
Gold Answer:      [['1968', '1970', '1946', '1972', '1944', '2008', '1951', '1942', '1985', '1941', '1958']]
Predicted Ans:    1970
Predicted Path:   The Glass Menagerie --[directed_by]--> Paul Newman --[(INV) directed_by]--> Sometimes a Great Notion --[release_year]--> 1970
Path (Raw):       The Glass Menagerie --[directed_by]--> Paul Newman --[(INV) directed_by]--> Sometimes a Great Notion --[release_year]--> 1970
Neg LogProb(↓):   0.200132
Path Entropy(↓):  0.813586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did victoire thivisol star in
Start Entity:     Victoire Thivisol
Gold Answer:      [['Ponette']]
Predicted Ans:    Ponette
Predicted Path:   Victoire Thivisol --[(INV) starred_actors]--> Ponette --[written_by]--> Jacques Doillon --[(INV) written_by]--> Ponette
Path (Raw):       Victoire Thivisol --[(INV) starred_actors]--> Ponette --[written_by]--> Jacques Doillon --[(INV) written_by]--> Ponette
Neg LogProb(↓):   0.007532
Path Entropy(↓):  0.050989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of blanca portillo acted films
Start Entity:     Blanca Portillo
Gold Answer:      [['Pedro Almodóvar']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Blanca Portillo --[(INV) starred_actors]--> Broken Embraces --[directed_by]--> Pedro Almodóvar
Path (Raw):       Blanca Portillo --[No Operation]--> Blanca Portillo --[(INV) starred_actors]--> Broken Embraces --[directed_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.006242
Path Entropy(↓):  0.041380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by robert markowitz
Start Entity:     Robert Markowitz
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Robert Markowitz --[(INV) directed_by]--> The Tuskegee Airmen --[release_year]--> 1995
Path (Raw):       Robert Markowitz --[No Operation]--> Robert Markowitz --[(INV) directed_by]--> The Tuskegee Airmen --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer jennifer flackett
Start Entity:     Jennifer Flackett
Gold Answer:      [['Charlie Ray', 'Josh Hutcherson', 'Abigail Breslin', 'Jodie Foster', 'Gerard Butler']]
Predicted Ans:    Jodie Foster
Predicted Path:   Jennifer Flackett --[(INV) written_by]--> Nim's Island --[starred_actors]--> Jodie Foster
Path (Raw):       Jennifer Flackett --[No Operation]--> Jennifer Flackett --[(INV) written_by]--> Nim's Island --[starred_actors]--> Jodie Foster
Neg LogProb(↓):   0.068438
Path Entropy(↓):  0.247026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of fried green tomatoes also directed which movies
Start Entity:     Fried Green Tomatoes
Gold Answer:      [['88 Minutes', 'Red Corner', 'Uprising', 'The War', 'Righteous Kill']]
Predicted Ans:    Uprising
Predicted Path:   Fried Green Tomatoes --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Uprising
Path (Raw):       Fried Green Tomatoes --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Uprising --[No Operation]--> Uprising
Neg LogProb(↓):   1.128540
Path Entropy(↓):  1.534182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by evgeniy tsyganov in
Start Entity:     Evgeniy Tsyganov
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Evgeniy Tsyganov --[(INV) starred_actors]--> Piter FM --[in_language]--> Russian
Path (Raw):       Evgeniy Tsyganov --[No Operation]--> Evgeniy Tsyganov --[(INV) starred_actors]--> Piter FM --[in_language]--> Russian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was samira makhmalbaf the writer of
Start Entity:     Samira Makhmalbaf
Gold Answer:      [['Blackboards', 'At Five in the Afternoon', 'The Apple']]
Predicted Ans:    Blackboards
Predicted Path:   Samira Makhmalbaf --[(INV) written_by]--> Blackboards --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> Blackboards
Path (Raw):       Samira Makhmalbaf --[(INV) written_by]--> Blackboards --[written_by]--> Mohsen Makhmalbaf --[(INV) written_by]--> Blackboards
Neg LogProb(↓):   1.301374
Path Entropy(↓):  2.043908
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote my bodyguard
Start Entity:     My Bodyguard
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   My Bodyguard --[written_by]--> Alan Ormsby --[(INV) written_by]--> Cat People --[has_genre]--> Horror
Path (Raw):       My Bodyguard --[written_by]--> Alan Ormsby --[(INV) written_by]--> Cat People --[has_genre]--> Horror
Neg LogProb(↓):   0.769374
Path Entropy(↓):  0.956272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie de dana dan were released in which years
Start Entity:     De Dana Dan
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   De Dana Dan --[written_by]--> Priyadarshan --[(INV) written_by]--> De Dana Dan --[release_year]--> 2009
Path (Raw):       De Dana Dan --[written_by]--> Priyadarshan --[(INV) written_by]--> De Dana Dan --[release_year]--> 2009
Neg LogProb(↓):   0.148580
Path Entropy(↓):  0.401539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by charles lazer in
Start Entity:     Charles Lazer
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Charles Lazer --[(INV) written_by]--> Diamond Girl --[has_genre]--> Drama
Path (Raw):       Charles Lazer --[No Operation]--> Charles Lazer --[(INV) written_by]--> Diamond Girl --[has_genre]--> Drama
Neg LogProb(↓):   0.010462
Path Entropy(↓):  0.057866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did carmen miranda star in
Start Entity:     Carmen Miranda
Gold Answer:      [['Week-End in Havana', 'Nancy Goes to Rio', 'Down Argentine Way', "The Gang's All Here", 'A Date with Judy']]
Predicted Ans:    Nancy Goes to Rio
Predicted Path:   Carmen Miranda --[(INV) starred_actors]--> Nancy Goes to Rio --[starred_actors]--> Carmen Miranda --[(INV) starred_actors]--> Nancy Goes to Rio
Path (Raw):       Carmen Miranda --[(INV) starred_actors]--> Nancy Goes to Rio --[starred_actors]--> Carmen Miranda --[(INV) starred_actors]--> Nancy Goes to Rio
Neg LogProb(↓):   0.031946
Path Entropy(↓):  0.171184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by kalifornia actors
Start Entity:     Kalifornia
Gold Answer:      [['French', 'Tibetan', 'Cornish', 'German']]
Predicted Ans:    French
Predicted Path:   Kalifornia --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Inglourious Basterds --[in_language]--> French
Path (Raw):       Kalifornia --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Inglourious Basterds --[in_language]--> French
Neg LogProb(↓):   0.394392
Path Entropy(↓):  0.809567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie once upon a time in america are written by who
Start Entity:     Once Upon a Time in America
Gold Answer:      [['Bernardo Bertolucci', 'Sergio Leone', 'Luciano Vincenzoni', 'Dario Argento', 'Sergio Donati']]
Predicted Ans:    Sergio Leone
Predicted Path:   Once Upon a Time in America --[directed_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Path (Raw):       Once Upon a Time in America --[directed_by]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Neg LogProb(↓):   1.177810
Path Entropy(↓):  1.765118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in captivity also appears in which films
Start Entity:     Captivity
Gold Answer:      [['House of Wax', 'The Girl Next Door', 'The Quiet', 'My Sassy Girl']]
Predicted Ans:    Vincent Price
Predicted Path:   Captivity --[starred_actors]--> Elisha Cuthbert --[(INV) starred_actors]--> House of Wax --[starred_actors]--> Vincent Price
Path (Raw):       Captivity --[starred_actors]--> Elisha Cuthbert --[(INV) starred_actors]--> House of Wax --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.472810
Path Entropy(↓):  1.021445
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by james ellroy were released in which years
Start Entity:     James Ellroy
Gold Answer:      [['1998', '1988', '1997', '2008', '2006', '2002', '2011']]
Predicted Ans:    1997
Predicted Path:   James Ellroy --[(INV) written_by]--> L.A. Confidential --[release_year]--> 1997
Path (Raw):       James Ellroy --[No Operation]--> James Ellroy --[(INV) written_by]--> L.A. Confidential --[release_year]--> 1997
Neg LogProb(↓):   0.396979
Path Entropy(↓):  0.886187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of devil in a blue dress
Start Entity:     Devil in a Blue Dress
Gold Answer:      [['Philadelphia', 'Courage Under Fire', 'Unstoppable', 'Virtuosity', 'Where Sleeping Dogs Lie', 'Hotel Rwanda', 'Antwone Fisher', 'Remember the Titans', 'Strange Days', 'Natural Born Killers', '2 Guns', 'Fallen', 'Wishful Thinking', 'Traitor', 'Crash', 'The Hurricane', 'Crimson Tide', 'Iron Man 3', "King Leopold's Ghost", 'The Mighty Quinn', 'Black Hawk Down', 'The Book of Eli', 'Volcano', 'Hotel for Dogs', 'Ticker', 'John Q', 'The Assassination of Richard Nixon', 'The Equalizer', 'Heart Condition', 'The Siege', 'Iron Man 2', 'Malcolm X', 'The Bone Collector', 'He Got Game', 'Man on Fire', 'The Pelican Brief', "The Preacher's Wife", 'Rosewood', 'Safe House', "Brooklyn's Finest", 'Swordfish', 'The Great Debaters', 'Out of Time', 'Mississippi Masala', 'Red Planet', "Vampire's Kiss", "Mo' Better Blues", 'American Gangster', 'Glory', 'Suing the Devil', 'Mission to Mars', 'Ricochet', 'The Relic', 'Striking Distance', 'Play It to the Bone', 'In the Soup', 'Flight', 'Reign Over Me', 'Saving Private Ryan', 'Training Day', 'Inside Man', 'Hamburger Hill']]
Predicted Ans:    Volcano
Predicted Path:   Devil in a Blue Dress --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Volcano
Path (Raw):       Devil in a Blue Dress --[starred_actors]--> Don Cheadle --[No Operation]--> Don Cheadle --[(INV) starred_actors]--> Volcano
Neg LogProb(↓):   0.608075
Path Entropy(↓):  1.089280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of dane cook starred movies
Start Entity:     Dane Cook
Gold Answer:      [['2008', '2004', '2006', '1999', '2012', '2013', '2007']]
Predicted Ans:    2004
Predicted Path:   Dane Cook --[(INV) starred_actors]--> Employee of the Month --[release_year]--> 2004
Path (Raw):       Dane Cook --[No Operation]--> Dane Cook --[(INV) starred_actors]--> Employee of the Month --[release_year]--> 2004
Neg LogProb(↓):   0.897061
Path Entropy(↓):  1.536109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by peter yeldham
Start Entity:     Peter Yeldham
Gold Answer:      [['Helen Mirren', 'James Mason', 'Jack MacGowran']]
Predicted Ans:    Helen Mirren
Predicted Path:   Peter Yeldham --[(INV) written_by]--> Age of Consent --[starred_actors]--> Helen Mirren
Path (Raw):       Peter Yeldham --[No Operation]--> Peter Yeldham --[(INV) written_by]--> Age of Consent --[starred_actors]--> Helen Mirren
Neg LogProb(↓):   0.334617
Path Entropy(↓):  0.597116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie applause
Start Entity:     Applause
Gold Answer:      [['Mauricio Zacharias', 'Ira Sachs']]
Predicted Ans:    Ira Sachs
Predicted Path:   Applause --[starred_actors]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[written_by]--> Ira Sachs
Path (Raw):       Applause --[starred_actors]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[written_by]--> Ira Sachs
Neg LogProb(↓):   0.001456
Path Entropy(↓):  0.012183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by lawrence roman
Start Entity:     Lawrence Roman
Gold Answer:      [['Jeffrey Hunter', 'Joanne Woodward', 'Virginia Leith', 'Sean Young', 'Robert Wagner']]
Predicted Ans:    Robert Wagner
Predicted Path:   Lawrence Roman --[(INV) written_by]--> A Kiss Before Dying --[starred_actors]--> Robert Wagner
Path (Raw):       Lawrence Roman --[No Operation]--> Lawrence Roman --[(INV) written_by]--> A Kiss Before Dying --[starred_actors]--> Robert Wagner
Neg LogProb(↓):   0.036189
Path Entropy(↓):  0.201335
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jordan brower acted films
Start Entity:     Jordan Brower
Gold Answer:      [['Nickolas Perry']]
Predicted Ans:    Nickolas Perry
Predicted Path:   Jordan Brower --[(INV) starred_actors]--> Speedway Junky --[written_by]--> Nickolas Perry
Path (Raw):       Jordan Brower --[No Operation]--> Jordan Brower --[(INV) starred_actors]--> Speedway Junky --[written_by]--> Nickolas Perry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of is the man who is tall happy? were directed by who
Start Entity:     Is the Man Who Is Tall Happy?
Gold Answer:      [['Michel Gondry', 'Leos Carax']]
Predicted Ans:    Michel Gondry
Predicted Path:   Is the Man Who Is Tall Happy? --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Path (Raw):       Is the Man Who Is Tall Happy? --[written_by]--> Michel Gondry --[(INV) written_by]--> The Thorn in the Heart --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.115879
Path Entropy(↓):  0.466338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by terri hughes
Start Entity:     Terri Hughes
Gold Answer:      [['Idle Hands']]
Predicted Ans:    Idle Hands
Predicted Path:   Terri Hughes --[(INV) written_by]--> Idle Hands --[written_by]--> Ron Milbauer --[(INV) written_by]--> Idle Hands
Path (Raw):       Terri Hughes --[(INV) written_by]--> Idle Hands --[written_by]--> Ron Milbauer --[(INV) written_by]--> Idle Hands
Neg LogProb(↓):   0.000235
Path Entropy(↓):  0.002202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the words are written by who
Start Entity:     The Words
Gold Answer:      [['Kami Garcia', 'Margaret Stohl', 'Todd Haynes', 'Stephen J. Cannell', 'Ron Rash', 'David Lynch', 'Greg Latter', 'Pascal Mercier', 'Ulrich Herrmann', 'Callie Khouri', 'Lawrence Kasdan', 'Clive Barker', 'Travis Milloy', 'Harvey Weinstein', 'Paul Theroux', 'Daniel Petrie Jr.', 'Toby Emmerich', 'J.C. Chandor', 'Carrie Fisher', 'Charles Leavitt', 'Carl Gottlieb', 'Scott Spiegel', 'Randall Wallace', 'Robert B. Parker', 'Robert Knott', 'John Fowles', 'Jim Kouf', 'Chris Kyle', 'Robert Bolt', 'Jeff Buhler', 'Graham Swift', 'Allan Scott', 'Robin Hunter', 'Irene Mecchi', 'Brian Bloom', 'Frank Lupo', 'Frank Deford', 'Boaz Yakin', 'Alan Glynn', 'Mark Poirier', 'Nancy Meyers', 'David Cronenberg', 'David Henry Hwang', 'Dan Gordon', 'Myra Lewis', 'Craig Brewer', 'Scot Armstrong', 'Michael Radford', 'Paul Weitz', 'Stephen Gaghan', 'David O. Russell', 'Roland Emmerich', 'Oliver Stone', 'Charles Shyer', 'Christian Alvart', 'Peter Benchley', 'Richard LaGravenese', 'Alan Parker', 'Erich Kästner', 'Leslie Bohem', 'Vladimir Nabokov', 'Jonathan Roberts', 'Bari Wood', 'George Scribner', 'Lem Dobbs', 'Norman Snider', 'Jack Geasland', 'Wayne Wang', 'Bethany Hamilton', 'Tom Wolfe', 'Eric Warren Singer', 'Charles Edward Pogue', 'Linda Woolverton', 'Richard Jefferies', 'Paul Jarrico', 'Nel King', 'Peter Buchman', 'Christopher Paolini', 'Jack Baran', 'Todd Phillips', 'Jon Lucas', 'Scott Moore', 'Matthew Quick', 'Jerzy Skolimowski', 'Jim McBride', 'Joe Carnahan', 'Steve Tesich', 'Sean McNamara', 'Josephine Hart', 'Russell Rouse', 'Clarence Greene', 'Barry L. Levy', 'Ian Abrams', 'Craig Mazin', 'John Lee Hancock', 'Ed Harris', 'Harold Pinter', 'David Swift']]
Predicted Ans:    Randall Wallace
Predicted Path:   The Words --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Path (Raw):       The Words --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.517130
Path Entropy(↓):  1.056904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in princess caraboo
Start Entity:     Princess Caraboo
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Princess Caraboo --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[has_genre]--> Comedy
Path (Raw):       Princess Caraboo --[starred_actors]--> Phoebe Cates --[(INV) starred_actors]--> Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.854201
Path Entropy(↓):  1.686599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the beguiled
Start Entity:     The Beguiled
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '1985', '1979', '1974', '1984', '1977', '1968', '1963', '1951', '2004', '1982', '1973', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '2002', '2012', '1961', '1986', '1962', '1988', '2000', '1964', '1997', '1975', '1966', '1965', '1999', '1969']]
Predicted Ans:    1962
Predicted Path:   The Beguiled --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Sweet Bird of Youth --[release_year]--> 1962
Path (Raw):       The Beguiled --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Sweet Bird of Youth --[release_year]--> 1962
Neg LogProb(↓):   1.952322
Path Entropy(↓):  0.640079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by thomas doret
Start Entity:     Thomas Doret
Gold Answer:      [['Luc Dardenne']]
Predicted Ans:    Luc Dardenne
Predicted Path:   Thomas Doret --[(INV) starred_actors]--> The Kid with a Bike --[directed_by]--> Luc Dardenne
Path (Raw):       Thomas Doret --[No Operation]--> Thomas Doret --[(INV) starred_actors]--> The Kid with a Bike --[directed_by]--> Luc Dardenne
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the veteran were in which genres
Start Entity:     The Veteran
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Veteran --[starred_actors]--> Tony Curran --[(INV) starred_actors]--> The League of Extraordinary Gentlemen --[has_genre]--> Action
Path (Raw):       The Veteran --[starred_actors]--> Tony Curran --[(INV) starred_actors]--> The League of Extraordinary Gentlemen --[has_genre]--> Action
Neg LogProb(↓):   0.575268
Path Entropy(↓):  0.686661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the lodger
Start Entity:     The Lodger
Gold Answer:      [['John Farrow', 'John Brahm', 'Byron Haskin', 'Terence Fisher', 'Anatole Litvak']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   The Lodger --[written_by]--> Marie Belloc Lowndes --[(INV) written_by]--> The Lodger --[directed_by]--> Alfred Hitchcock
Path (Raw):       The Lodger --[written_by]--> Marie Belloc Lowndes --[(INV) written_by]--> The Lodger --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   2.220306
Path Entropy(↓):  2.312957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by clif prowse released
Start Entity:     Clif Prowse
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Clif Prowse --[(INV) starred_actors]--> Afflicted --[release_year]--> 2013
Path (Raw):       Clif Prowse --[No Operation]--> Clif Prowse --[(INV) starred_actors]--> Afflicted --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by bud shrake released
Start Entity:     Bud Shrake
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Bud Shrake --[(INV) written_by]--> Nightwing --[release_year]--> 1979
Path (Raw):       Bud Shrake --[No Operation]--> Bud Shrake --[(INV) written_by]--> Nightwing --[release_year]--> 1979
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of scandal sheet
Start Entity:     Scandal Sheet
Gold Answer:      [['Mark Hamill', 'James Shigeta', 'Richard Widmark', 'Beatrice Kay', 'Dolores Dorn', 'Glenn Corbett', 'Rod Taylor', 'Barbara Stanwyck', 'Cliff Robertson', 'Anthony Eisley', 'Michael Dante', 'John Ireland', 'Lee Marvin', 'Rod Steiger', 'Thelma Ritter', 'Victoria Shaw', 'Jeff Chandler', 'Ralph Meeker', 'Reed Hadley', 'Kristy McNichol', 'Richard Harris', 'Jean Peters', 'Constance Towers', 'Barry Sullivan', 'Brian Keith', 'Al Lettieri', 'Vincent Price', 'Gene Evans', 'Mary Welch']]
Predicted Ans:    John Ireland
Predicted Path:   Scandal Sheet --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Path (Raw):       Scandal Sheet --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Neg LogProb(↓):   0.178939
Path Entropy(↓):  0.652587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of zebrahead is also the director of which films
Start Entity:     Zebrahead
Gold Answer:      [['Imaginary Crimes']]
Predicted Ans:    Imaginary Crimes
Predicted Path:   Zebrahead --[directed_by]--> Anthony Drazan --[(INV) directed_by]--> Imaginary Crimes
Path (Raw):       Zebrahead --[directed_by]--> Anthony Drazan --[(INV) directed_by]--> Imaginary Crimes --[No Operation]--> Imaginary Crimes
Neg LogProb(↓):   0.127941
Path Entropy(↓):  0.367114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the body snatcher were in which genres
Start Entity:     The Body Snatcher
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Romance']]
Predicted Ans:    Western
Predicted Path:   The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> Blood on the Moon --[has_genre]--> Western
Path (Raw):       The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> Blood on the Moon --[has_genre]--> Western
Neg LogProb(↓):   0.764770
Path Entropy(↓):  1.374411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie taxi! were in which genres
Start Entity:     Taxi!
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Taxi! --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Taxi! --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.811188
Path Entropy(↓):  1.796452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by nazareno casero
Start Entity:     Nazareno Casero
Gold Answer:      [['Adrián Caetano', 'Julian Loyola', 'Esteban Student', 'Claudio Tamburrini']]
Predicted Ans:    Adrián Caetano
Predicted Path:   Nazareno Casero --[(INV) starred_actors]--> Chronicle of an Escape --[written_by]--> Adrián Caetano
Path (Raw):       Nazareno Casero --[No Operation]--> Nazareno Casero --[(INV) starred_actors]--> Chronicle of an Escape --[written_by]--> Adrián Caetano
Neg LogProb(↓):   0.354483
Path Entropy(↓):  0.901840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did george mendeluk direct
Start Entity:     George Mendeluk
Gold Answer:      [['The Kidnapping of the President']]
Predicted Ans:    The Last Angry Man
Predicted Path:   George Mendeluk --[(INV) directed_by]--> The Kidnapping of the President --[written_by]--> Richard Murphy --[(INV) written_by]--> The Last Angry Man
Path (Raw):       George Mendeluk --[(INV) directed_by]--> The Kidnapping of the President --[written_by]--> Richard Murphy --[(INV) written_by]--> The Last Angry Man
Neg LogProb(↓):   0.030425
Path Entropy(↓):  0.137981
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did judge reinhold act in
Start Entity:     Judge Reinhold
Gold Answer:      [['Beverly Hills Cop', 'Vice Versa', 'Off Beat', 'Beverly Hills Cop II', 'Running Scared', 'Zandalee', 'Ruthless People', 'Head Office', 'Fast Times at Ridgemont High', 'Rosalie Goes Shopping', "Beethoven's 3rd"]]
Predicted Ans:    Head Office
Predicted Path:   Judge Reinhold --[(INV) starred_actors]--> Head Office --[written_by]--> Ken Finkleman --[(INV) written_by]--> Head Office
Path (Raw):       Judge Reinhold --[(INV) starred_actors]--> Head Office --[written_by]--> Ken Finkleman --[(INV) written_by]--> Head Office
Neg LogProb(↓):   0.171950
Path Entropy(↓):  0.634782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed asterix and cleopatra
Start Entity:     Asterix and Cleopatra
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Asterix and Cleopatra --[directed_by]--> Albert Uderzo --[(INV) directed_by]--> The Twelve Tasks of Asterix --[release_year]--> 1976
Path (Raw):       Asterix and Cleopatra --[directed_by]--> Albert Uderzo --[(INV) directed_by]--> The Twelve Tasks of Asterix --[release_year]--> 1976
Neg LogProb(↓):   0.167260
Path Entropy(↓):  0.509823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of amazon women on the moon
Start Entity:     Amazon Women on the Moon
Gold Answer:      [['Family', 'Western', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Amazon Women on the Moon --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[has_genre]--> Comedy
Path (Raw):       Amazon Women on the Moon --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[has_genre]--> Comedy
Neg LogProb(↓):   0.323148
Path Entropy(↓):  0.901033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie beyond the darkness in
Start Entity:     Beyond the Darkness
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Beyond the Darkness --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Beyond the Darkness --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.720341
Path Entropy(↓):  2.973383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the spy next door also directed which movies
Start Entity:     The Spy Next Door
Gold Answer:      [['The Flintstones', 'Beethoven', 'Snow Dogs', 'Jingle All the Way', 'Scooby-Doo! Curse of the Lake Monster', 'Scooby-Doo! The Mystery Begins', 'A Christmas Story 2', 'Are We There Yet?']]
Predicted Ans:    The Flintstones
Predicted Path:   The Spy Next Door --[directed_by]--> Brian Levant --[(INV) directed_by]--> The Flintstones
Path (Raw):       The Spy Next Door --[directed_by]--> Brian Levant --[(INV) directed_by]--> The Flintstones --[No Operation]--> The Flintstones
Neg LogProb(↓):   0.290754
Path Entropy(↓):  1.019292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by silk stockings actors
Start Entity:     Silk Stockings
Gold Answer:      [['Dashiell Hammett', 'David Mamet', 'Aki Kaurismäki', 'Jean Kerr', 'Ben Livingston', 'Hannah Shakespeare', 'Adolph Green', 'Betty Comden', 'Edmund Beloin', 'Jack Rose', 'Philip MacDonald', 'Vicente Aranda', 'Nevil Shute', 'Peter Straub', 'George Marion Jr.', 'W.R. Burnett', 'Fyodor Dostoevsky', 'Fritz Lang', 'Irwin Allen', 'Curt Siodmak', 'Allan Scott', 'Maurice Renard', 'Irene Castle', 'Isobel Lennart', 'Dwight Taylor', 'Richard Matheson', 'Hal Kanter', 'Alan Jay Lerner', 'Oscar Hammerstein II', 'Johnny Mercer', 'Peter Milne', 'Israel Zangwill', 'Larry Gelbart', 'Joseph Anthony', 'Phoebe Ephron', 'Henry Ephron', 'John Paxton', 'Edward Kaufman', 'Kenneth S. Webb', 'Richard Sherman', 'Samuel Hoffenstein', 'Allen Vincent', 'Dorothy Yost', 'Arthur Levinson', "Thomas Edward O'Connell", 'John D. Klorer', 'Allen Rivkin', 'Alice Duer Miller', 'Brown Holmes', 'Maude Fulton', 'Daisy von Scherler Mayer', 'Frank Gruber', 'Paula Milne', 'William Templeton', 'John Garden', 'Charles Bennett', 'Edgar Allan Poe', 'Leonard Gershe', 'Eric Ambler', 'Thea von Harbou', 'Valentine Davies', 'Vera Caspary', 'W. Somerset Maugham', 'Hubert Osborne', 'John Huston', 'Paul Jarrico', 'Menahem Golan', 'Blake Edwards', 'Ulli Lommel', 'George Wells', 'Irwin Shaw', 'Jules Verne', 'Norman Foster', 'Jean Webster', 'E.Y. Harburg', 'Fred Saidy', 'S.K. Lauren', 'Howard Koch', 'Barry Reed', 'John P. Marquand', 'Peter Lorre', 'Irving Berlin']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Silk Stockings --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Silk Stockings --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.440160
Path Entropy(↓):  2.106367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of jumping the broom were directed by who
Start Entity:     Jumping the Broom
Gold Answer:      [['Jonathan Lynn']]
Predicted Ans:    Salim Akil
Predicted Path:   Jumping the Broom --[written_by]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[directed_by]--> Salim Akil
Path (Raw):       Jumping the Broom --[written_by]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[directed_by]--> Salim Akil
Neg LogProb(↓):   0.006541
Path Entropy(↓):  0.039312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of lilith
Start Entity:     Lilith
Gold Answer:      [['Van Heflin', 'Kate Winslet', 'Gary Cooper', 'Anthony Hopkins', 'Piper Laurie', 'Lizabeth Scott', 'Barbara Stanwyck', 'Gladys George', 'Sean Penn', 'Priscilla Lane', 'Ann Sheridan', 'Jackie Gleason', 'Broderick Crawford', 'Errol Flynn', 'Tab Hunter', 'James Cagney', 'Walter Huston', 'Edward G. Robinson', 'Paul Newman', 'Alexander Knox', 'John Garfield', 'Kirk Douglas', 'Rita Hayworth', 'Jude Law', 'Richard Burton', 'George C. Scott', 'Humphrey Bogart', 'Bojana Novakovic', 'Ida Lupino', 'Mel Gibson']]
Predicted Ans:    Paul Newman
Predicted Path:   Lilith --[written_by]--> Robert Rossen --[(INV) written_by]--> The Hustler --[starred_actors]--> Paul Newman
Path (Raw):       Lilith --[written_by]--> Robert Rossen --[(INV) written_by]--> The Hustler --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.921370
Path Entropy(↓):  1.635769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film high society
Start Entity:     High Society
Gold Answer:      [['Helen Deutsch', 'Adolph Green', 'Betty Comden', 'Jan Lustig', 'Sidney Sheldon', 'John Michael Hayes', 'Jean Kerr', 'Richard Morris', 'Isobel Lennart']]
Predicted Ans:    Isobel Lennart
Predicted Path:   High Society --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Path (Raw):       High Society --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Neg LogProb(↓):   0.450839
Path Entropy(↓):  1.073816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of mr. denning drives north starred who
Start Entity:     Mr. Denning Drives North
Gold Answer:      [['Alec Guinness']]
Predicted Ans:    Alec Guinness
Predicted Path:   Mr. Denning Drives North --[directed_by]--> Anthony Kimmins --[(INV) directed_by]--> The Captain's Paradise --[starred_actors]--> Alec Guinness
Path (Raw):       Mr. Denning Drives North --[directed_by]--> Anthony Kimmins --[(INV) directed_by]--> The Captain's Paradise --[starred_actors]--> Alec Guinness
Neg LogProb(↓):   0.678730
Path Entropy(↓):  0.693043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the land girls
Start Entity:     The Land Girls
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Land Girls --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Agora --[in_language]--> English
Path (Raw):       The Land Girls --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Agora --[in_language]--> English
Neg LogProb(↓):   0.000345
Path Entropy(↓):  0.003490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of three monkeys
Start Entity:     Three Monkeys
Gold Answer:      [['Nuri Bilge Ceylan']]
Predicted Ans:    Nuri Bilge Ceylan
Predicted Path:   Three Monkeys --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Once Upon a Time in Anatolia --[written_by]--> Nuri Bilge Ceylan
Path (Raw):       Three Monkeys --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Once Upon a Time in Anatolia --[written_by]--> Nuri Bilge Ceylan
Neg LogProb(↓):   0.602882
Path Entropy(↓):  1.001101
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in frankie and johnny
Start Entity:     Frankie and Johnny
Gold Answer:      [['Nathan Lane', 'Al Pacino', 'Michelle Pfeiffer']]
Predicted Ans:    Elvis Presley
Predicted Path:   Frankie and Johnny --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[starred_actors]--> Elvis Presley
Path (Raw):       Frankie and Johnny --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[starred_actors]--> Elvis Presley
Neg LogProb(↓):   0.748101
Path Entropy(↓):  0.950740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in the landlord
Start Entity:     The Landlord
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Landlord --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> Eden --[in_language]--> French
Path (Raw):       The Landlord --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> Eden --[in_language]--> French
Neg LogProb(↓):   0.029738
Path Entropy(↓):  0.183586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of goldie behl written movies
Start Entity:     Goldie Behl
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Goldie Behl --[(INV) written_by]--> Drona --[release_year]--> 2008
Path (Raw):       Goldie Behl --[No Operation]--> Goldie Behl --[(INV) written_by]--> Drona --[release_year]--> 2008
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the second best exotic marigold hotel also wrote which films
Start Entity:     The Second Best Exotic Marigold Hotel
Gold Answer:      [['The Best Exotic Marigold Hotel', 'Now Is Good']]
Predicted Ans:    Now Is Good
Predicted Path:   The Second Best Exotic Marigold Hotel --[written_by]--> Ol Parker --[(INV) written_by]--> Now Is Good
Path (Raw):       The Second Best Exotic Marigold Hotel --[written_by]--> Ol Parker --[(INV) written_by]--> Now Is Good --[No Operation]--> Now Is Good
Neg LogProb(↓):   0.255639
Path Entropy(↓):  0.540089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by paul brannigan fall under
Start Entity:     Paul Brannigan
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Brannigan --[(INV) starred_actors]--> The Angels' Share --[has_genre]--> Comedy
Path (Raw):       Paul Brannigan --[No Operation]--> Paul Brannigan --[(INV) starred_actors]--> The Angels' Share --[has_genre]--> Comedy
Neg LogProb(↓):   0.431196
Path Entropy(↓):  0.647613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with chevy chase
Start Entity:     Chevy Chase
Gold Answer:      [['Steve Martin', 'Rodney Dangerfield', 'Ted Knight', 'Imogene Coca', 'Tim Allen', 'Michael McKean', 'Joe Don Baker', 'Rachel Roberts', 'Ken Shapiro', 'Steve Forrest', 'Paula Garcés', 'Richard Belzer', 'Buzzy Linhart', 'Charles Grodin', 'Jonathan Taylor Thomas', 'Daryl Hannah', 'Courteney Cox', 'Burgess Meredith', 'Goldie Hawn', 'Martin Short', 'Christina Milian', 'Gregory Hines', "Beverly D'Angelo", 'Dabney Coleman', 'Sam Neill', 'Donna Dixon', 'Farrah Fawcett', 'Spencer Breslin', 'Ethan Embry', 'Carrie Fisher', 'Eve Arden', 'Dan Aykroyd', 'Randy Quaid', 'Sigourney Weaver', "Patti D'Arbanville", 'Tommy Lee Jones']]
Predicted Ans:    Chevy Chase
Predicted Path:   Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[starred_actors]--> Chevy Chase
Path (Raw):       Chevy Chase --[No Operation]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[starred_actors]--> Chevy Chase
Neg LogProb(↓):   0.183401
Path Entropy(↓):  0.633404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who appeared in the same movie with anitra ford
Start Entity:     Anitra Ford
Gold Answer:      [['William Smith', 'Victoria Vetri', 'Pam Grier']]
Predicted Ans:    Pam Grier
Predicted Path:   Anitra Ford --[(INV) starred_actors]--> The Big Bird Cage --[starred_actors]--> Pam Grier
Path (Raw):       Anitra Ford --[No Operation]--> Anitra Ford --[(INV) starred_actors]--> The Big Bird Cage --[starred_actors]--> Pam Grier
Neg LogProb(↓):   0.000383
Path Entropy(↓):  0.003473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with four days in september fall under
Start Entity:     Four Days in September
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Four Days in September --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Reaching for the Moon --[has_genre]--> Drama
Path (Raw):       Four Days in September --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Reaching for the Moon --[has_genre]--> Drama
Neg LogProb(↓):   0.008617
Path Entropy(↓):  0.052231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote mystery train
Start Entity:     Mystery Train
Gold Answer:      [['1995', '1980', '2009', '2003', '2005', '1991', '1986', '1984', '2013']]
Predicted Ans:    1980
Predicted Path:   Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Path (Raw):       Mystery Train --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Neg LogProb(↓):   0.361409
Path Entropy(↓):  1.095116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what burn! is about
Start Entity:     Burn!
Gold Answer:      [['bd-r', 'gillo pontecorvo']]
Predicted Ans:    bd-r
Predicted Path:   Burn! --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       Burn! --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.640976
Path Entropy(↓):  0.700350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by suzanne francis released
Start Entity:     Suzanne Francis
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Suzanne Francis --[(INV) written_by]--> Wieners --[release_year]--> 2008
Path (Raw):       Suzanne Francis --[No Operation]--> Suzanne Francis --[(INV) written_by]--> Wieners --[release_year]--> 2008
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the ape
Start Entity:     The Ape
Gold Answer:      [['Olle Sarri']]
Predicted Ans:    Boris Karloff
Predicted Path:   The Ape --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[starred_actors]--> Boris Karloff
Path (Raw):       The Ape --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   0.925362
Path Entropy(↓):  1.834388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you give a few words describing go fish
Start Entity:     Go Fish
Gold Answer:      [['lesbian', 'chicago']]
Predicted Ans:    chicago
Predicted Path:   Go Fish --[has_tags]--> chicago --[(INV) has_tags]--> Medium Cool --[has_tags]--> chicago
Path (Raw):       Go Fish --[has_tags]--> chicago --[(INV) has_tags]--> Medium Cool --[has_tags]--> chicago
Neg LogProb(↓):   0.009176
Path Entropy(↓):  0.059848
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by young frankenstein actors
Start Entity:     Young Frankenstein
Gold Answer:      [['Richard Pryor', 'Peter Hyams', 'Jon Connolly', 'Walter B. Gibson', 'David Loucka', 'Buster Keaton', 'Edward F. Cline', 'Yves Robert', 'William Shakespeare', 'Marvin Worth', 'John Landis', 'Peter Bogdanovich', 'Alan Alda', 'David Newman', 'Daniel G. Sullivan', 'Jonathan Lynn', 'Norman Steinberg', 'David Frankel', 'Hunter S. Thompson', 'Gene Wilder', 'Bob Greene', 'George V. Higgins', 'Paul Monash', 'Robert Benton', 'Marty Feldman', 'John Kaye', 'Paul Schrader', 'Buck Henry', 'Andrew Bergman', 'James Gunn', 'Joe Gores', 'Joe Gannon', 'Crispan Bolt', 'Takeshi Kawata', 'Nora Ephron', 'Mel Brooks', 'Gabriel Walsh', 'Jeremy Larner']]
Predicted Ans:    Robert Benton
Predicted Path:   Young Frankenstein --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[written_by]--> Robert Benton
Path (Raw):       Young Frankenstein --[starred_actors]--> Madeline Kahn --[(INV) starred_actors]--> What's Up, Doc? --[written_by]--> Robert Benton
Neg LogProb(↓):   0.902763
Path Entropy(↓):  1.589024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by sapphire were directed by who
Start Entity:     Sapphire
Gold Answer:      [['Lee Daniels']]
Predicted Ans:    Basil Dearden
Predicted Path:   Sapphire --[directed_by]--> Basil Dearden --[(INV) directed_by]--> The League of Gentlemen --[directed_by]--> Basil Dearden
Path (Raw):       Sapphire --[directed_by]--> Basil Dearden --[(INV) directed_by]--> The League of Gentlemen --[directed_by]--> Basil Dearden
Neg LogProb(↓):   0.767435
Path Entropy(↓):  1.512064
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who in the world wrote wrong cops
Start Entity:     Wrong Cops
Gold Answer:      [['Quentin Dupieux']]
Predicted Ans:    Quentin Dupieux
Predicted Path:   Wrong Cops --[written_by]--> Quentin Dupieux --[(INV) written_by]--> Rubber --[written_by]--> Quentin Dupieux
Path (Raw):       Wrong Cops --[written_by]--> Quentin Dupieux --[(INV) written_by]--> Rubber --[written_by]--> Quentin Dupieux
Neg LogProb(↓):   0.000385
Path Entropy(↓):  0.003573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for sambizanga
Start Entity:     Sambizanga
Gold Answer:      [['Sarah Maldoror']]
Predicted Ans:    Sarah Maldoror
Predicted Path:   Sambizanga --[directed_by]--> Sarah Maldoror --[(INV) directed_by]--> Sambizanga --[directed_by]--> Sarah Maldoror
Path (Raw):       Sambizanga --[directed_by]--> Sarah Maldoror --[(INV) directed_by]--> Sambizanga --[directed_by]--> Sarah Maldoror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of light of day also wrote which films
Start Entity:     Light of Day
Gold Answer:      [['Light Sleeper', 'Raging Bull', 'Hardcore', 'Forever Mine', 'The Yakuza', 'Affliction', 'American Gigolo', 'Obsession', 'Blue Collar', 'Touch', 'Taxi Driver', 'Rolling Thunder', 'Bringing Out the Dead', 'The Walker']]
Predicted Ans:    Light Sleeper
Predicted Path:   Light of Day --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper
Path (Raw):       Light of Day --[written_by]--> Paul Schrader --[(INV) written_by]--> Light Sleeper --[No Operation]--> Light Sleeper
Neg LogProb(↓):   0.595511
Path Entropy(↓):  1.263648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of wallace wolodarsky
Start Entity:     Wallace Wolodarsky
Gold Answer:      [['Maya Forbes', 'Ryan Jaffe']]
Predicted Ans:    Wallace Wolodarsky
Predicted Path:   Wallace Wolodarsky --[(INV) written_by]--> The Rocker --[written_by]--> Wallace Wolodarsky
Path (Raw):       Wallace Wolodarsky --[No Operation]--> Wallace Wolodarsky --[(INV) written_by]--> The Rocker --[written_by]--> Wallace Wolodarsky
Neg LogProb(↓):   0.071180
Path Entropy(↓):  0.288855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a film written by anna leonowens
Start Entity:     Anna Leonowens
Gold Answer:      [['Anna and the King']]
Predicted Ans:    Anna and the King
Predicted Path:   Anna Leonowens --[(INV) written_by]--> Anna and the King --[written_by]--> Anna Leonowens --[(INV) written_by]--> Anna and the King
Path (Raw):       Anna Leonowens --[(INV) written_by]--> Anna and the King --[written_by]--> Anna Leonowens --[(INV) written_by]--> Anna and the King
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the postman always rings twice
Start Entity:     The Postman Always Rings Twice
Gold Answer:      [['Bruce Dern', 'Mickey Rooney', 'Idris Elba', 'Sally Field', 'Tyrone Power', 'Jennifer Lopez', 'Arnold Schwarzenegger', 'Gene Tierney', 'Van Heflin', 'Martha Scott', 'Iain Glen', 'Taraji P. Henson', 'Walter Pidgeon', 'Greer Garson', 'Dennis Hopper', 'Ginger Rogers', 'Jack Nicholson', 'Gregory Peck', 'Wallace Beery', 'Lizabeth Scott', 'William Gargan', 'Marie Prevost', 'Karen Black', 'David Niven', 'Ellen Barkin', 'Robert Mitchum', 'Kate del Castillo', 'Lewis Stone', 'Ellen Burstyn', "Beverly D'Angelo", 'Lionel Barrymore', 'Donald Crisp', 'William Powell', 'Don Ameche', 'George Raft', 'Kay Francis', 'Joan Blondell', 'Stellan Skarsgård', 'Debra Winger', 'Robert Ryan', 'Jeff Bridges', 'Harry Dean Stanton', 'Sami Frey', 'Theresa Russell', 'Sterling Holloway', 'Loretta Young', 'Gene Kelly', 'Doug Hutchison', 'Samuel L. Jackson', 'Milla Jovovich', 'Jean Harlow', 'Stephen Dorff', 'Patrick Bergin', 'Edmund Gwenn', 'Warner Baxter', 'Barry Sullivan', 'Humphrey Bogart', 'Leslie Howard', 'Thomas Meighan', 'Louis Wolheim', 'Clark Gable', 'Judy Davis']]
Predicted Ans:    Karen Black
Predicted Path:   The Postman Always Rings Twice --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Five Easy Pieces --[starred_actors]--> Karen Black
Path (Raw):       The Postman Always Rings Twice --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Five Easy Pieces --[starred_actors]--> Karen Black
Neg LogProb(↓):   1.285440
Path Entropy(↓):  1.891356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of moss hart
Start Entity:     Moss Hart
Gold Answer:      [['Jack McGowan', 'Harry W. Conn', 'William A. Wellman', 'Sid Silvers', 'George S. Kaufman', 'Myles Connolly', 'Philip G. Epstein', 'Dorothy Parker', 'Robert Carson', 'Alan Campbell', 'Everett Freeman']]
Predicted Ans:    Moss Hart
Predicted Path:   Moss Hart --[(INV) written_by]--> A Star Is Born --[written_by]--> Moss Hart
Path (Raw):       Moss Hart --[No Operation]--> Moss Hart --[(INV) written_by]--> A Star Is Born --[written_by]--> Moss Hart
Neg LogProb(↓):   0.585881
Path Entropy(↓):  1.024020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director charles b. griffith co - directed movies with who
Start Entity:     Charles B. Griffith
Gold Answer:      [['Mel Welles', 'Roger Corman']]
Predicted Ans:    Roger Corman
Predicted Path:   Charles B. Griffith --[(INV) directed_by]--> The Little Shop of Horrors --[directed_by]--> Roger Corman
Path (Raw):       Charles B. Griffith --[No Operation]--> Charles B. Griffith --[(INV) directed_by]--> The Little Shop of Horrors --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.034250
Path Entropy(↓):  0.157592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of my name is juani
Start Entity:     My Name Is Juani
Gold Answer:      [['Romane Bohringer']]
Predicted Ans:    Romane Bohringer
Predicted Path:   My Name Is Juani --[directed_by]--> Bigas Luna --[(INV) directed_by]--> The Chambermaid on the Titanic --[starred_actors]--> Romane Bohringer
Path (Raw):       My Name Is Juani --[directed_by]--> Bigas Luna --[(INV) directed_by]--> The Chambermaid on the Titanic --[starred_actors]--> Romane Bohringer
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was john hoffman a writer on
Start Entity:     John Hoffman
Gold Answer:      [['Good Boy!']]
Predicted Ans:    Good Boy!
Predicted Path:   John Hoffman --[(INV) written_by]--> Good Boy! --[written_by]--> John Hoffman --[(INV) written_by]--> Good Boy!
Path (Raw):       John Hoffman --[(INV) written_by]--> Good Boy! --[written_by]--> John Hoffman --[(INV) written_by]--> Good Boy!
Neg LogProb(↓):   0.006490
Path Entropy(↓):  0.039083
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by danny denzongpa
Start Entity:     Danny Denzongpa
Gold Answer:      [['Hans Christian Andersen', 'Jennifer Lee', 'Chris Buck', 'Shanker Raman', 'Adam Green']]
Predicted Ans:    Shanker Raman
Predicted Path:   Danny Denzongpa --[(INV) starred_actors]--> Frozen --[written_by]--> Shanker Raman
Path (Raw):       Danny Denzongpa --[No Operation]--> Danny Denzongpa --[(INV) starred_actors]--> Frozen --[written_by]--> Shanker Raman
Neg LogProb(↓):   0.225750
Path Entropy(↓):  0.598495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by jodi lyn o'keefe released
Start Entity:     Jodi Lyn O'Keefe
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Jodi Lyn O'Keefe --[(INV) starred_actors]--> Whatever It Takes --[release_year]--> 2000
Path (Raw):       Jodi Lyn O'Keefe --[No Operation]--> Jodi Lyn O'Keefe --[(INV) starred_actors]--> Whatever It Takes --[release_year]--> 2000
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by cinema verite actors
Start Entity:     Cinema Verite
Gold Answer:      [['Walter Hill', 'Wolfgang Petersen', 'Adrian Lyne', 'John Erman', 'Daniel Sackheim', 'Griffin Dunne', 'John Madden', 'Ethan Coen', 'Allen Coulter', 'Deran Sarafian', 'Michaël R. Roskam', 'Harold Becker', 'Gary David Goldberg', 'Francis Ford Coppola', 'George Roy Hill', 'Ben Bolt', 'Gregory Hoblit', 'Glenn Jordan', 'Mike Mitchell', 'Sidney Lumet', 'Audrey Wells', 'Daniel Petrie', 'Rod Lurie', 'Doug Liman', 'Zack Snyder', 'Jake Scott', 'Randall Wallace', 'Dexter Fletcher', 'Stacy Cochran', 'Elia Kazan', 'Nick Cassavetes']]
Predicted Ans:    John Erman
Predicted Path:   Cinema Verite --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[directed_by]--> John Erman
Path (Raw):       Cinema Verite --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> A Streetcar Named Desire --[directed_by]--> John Erman
Neg LogProb(↓):   0.615838
Path Entropy(↓):  1.552889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by anders thomas jensen
Start Entity:     Anders Thomas Jensen
Gold Answer:      [['Jim Sheridan', 'Kristian Levring', 'Susanne Bier', 'Jannik Johansen']]
Predicted Ans:    Anders Thomas Jensen
Predicted Path:   Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[directed_by]--> Anders Thomas Jensen
Path (Raw):       Anders Thomas Jensen --[No Operation]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[directed_by]--> Anders Thomas Jensen
Neg LogProb(↓):   0.131170
Path Entropy(↓):  0.484895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies written by peter kline
Start Entity:     Peter Kline
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Peter Kline --[(INV) written_by]--> The Living Wake --[release_year]--> 2007
Path (Raw):       Peter Kline --[No Operation]--> Peter Kline --[(INV) written_by]--> The Living Wake --[release_year]--> 2007
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie murder by death
Start Entity:     Murder by Death
Gold Answer:      [['1970', '2003', '2006', '1985', '1967', '1979', '1968', '2014', '1995', '1976', '1972', '2001', '2002', '1981', '1986', '1978', '2000', '1975', '1966', '1960', '1965', '1987', '1969']]
Predicted Ans:    2000
Predicted Path:   Murder by Death --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Path (Raw):       Murder by Death --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   1.481558
Path Entropy(↓):  2.411102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with reese witherspoon
Start Entity:     Reese Witherspoon
Gold Answer:      [['Christoph Waltz', 'Sarah Michelle Gellar', 'Selma Blair', 'Luke Wilson', 'Amy Brenneman', 'Alessandro Nivola', 'Jake Busey', 'Tye Sheridan', 'Jack Nicholson', "Michael O'Keefe", 'Robert Patrick', 'Candice Bergen', 'Matthew Broderick', 'Joaquin Phoenix', 'Will Arnett', 'William H. Macy', 'Patrick Dempsey', 'Sissy Spacek', 'Lauren Hutton', 'Ginnifer Goodwin', 'Kiefer Sutherland', 'Meryl Streep', 'Owen Wilson', 'Josh Lucas', 'William Petersen', 'Ally Sheedy', 'Paul Newman', 'Robert Duvall', 'Stan Shaw', 'Gene Hackman', 'Susan Sarandon', 'Robert Pattinson', 'Colin Firth', 'Alan Arkin', 'Jack Thompson', 'Simon Yam', 'Joan Allen', 'Tom Hardy', 'Kristen Stewart', 'Chris Pine', 'Mark Wahlberg', 'Vince Vaughn', 'Hugh Laurie', 'Stephen Dorff', 'Matthew McConaughey', 'Paul Rudd', 'Ryan Phillippe', 'Seth Rogen', 'Matthew Davis', 'Jake Gyllenhaal', 'Tobey Maguire']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Reese Witherspoon --[(INV) starred_actors]--> Election --[starred_actors]--> Reese Witherspoon
Path (Raw):       Reese Witherspoon --[No Operation]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.751944
Path Entropy(↓):  1.333279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor gordon scott acted together with who
Start Entity:     Gordon Scott
Gold Answer:      [['Anthony Quayle']]
Predicted Ans:    Anthony Quayle
Predicted Path:   Gordon Scott --[(INV) starred_actors]--> Tarzan's Greatest Adventure --[starred_actors]--> Anthony Quayle
Path (Raw):       Gordon Scott --[No Operation]--> Gordon Scott --[(INV) starred_actors]--> Tarzan's Greatest Adventure --[starred_actors]--> Anthony Quayle
Neg LogProb(↓):   0.338430
Path Entropy(↓):  0.599545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by don't be a menace to south central while drinking your juice in the hood actors
Start Entity:     Don't Be a Menace to South Central While Drinking Your Juice in the Hood
Gold Answer:      [['Craig Mazin', 'Darren Aronofsky', 'Ethan Coen', 'Greg Erb', 'Keenen Ivory Wayans', 'Marlon Wayans', 'William Rose']]
Predicted Ans:    Marlon Wayans
Predicted Path:   Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[starred_actors]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[written_by]--> Marlon Wayans
Path (Raw):       Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[starred_actors]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[written_by]--> Marlon Wayans
Neg LogProb(↓):   0.144016
Path Entropy(↓):  0.524031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the now and forever director
Start Entity:     Now and Forever
Gold Answer:      [['Grover Jones', 'Charles L. Clifford', 'Constance Collier', 'John Paxton', 'Waldemar Young', 'Charles Lederer', 'Eleazar Lipsky', 'Sydney Boehm', 'Nigel Balchin', 'Ladislas Fodor', 'Joel Sayre', 'Marguerite Roberts', 'Achmed Abdullah', 'James R. Webb', 'Charles Portis', 'John L. Balderston', 'Philip MacDonald', 'Max Catto', 'Harold Bell Wright', 'William Slavens McNutt', 'Ben Hecht', 'Ray Gaulden']]
Predicted Ans:    Marguerite Roberts
Predicted Path:   Now and Forever --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Path (Raw):       Now and Forever --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Neg LogProb(↓):   0.953345
Path Entropy(↓):  1.344759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie titan a. e.
Start Entity:     Titan A.E.
Gold Answer:      [['1995', '1988', '1997', '1989', '1982', '1994', '1999', '1986', '1956']]
Predicted Ans:    1994
Predicted Path:   Titan A.E. --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[release_year]--> 1994
Path (Raw):       Titan A.E. --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[release_year]--> 1994
Neg LogProb(↓):   0.759448
Path Entropy(↓):  1.644884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does james b. schwartz appear in
Start Entity:     James B. Schwartz
Gold Answer:      [['Faces of Death IV']]
Predicted Ans:    Faces of Death IV
Predicted Path:   James B. Schwartz --[(INV) starred_actors]--> Faces of Death IV --[starred_actors]--> James B. Schwartz --[(INV) starred_actors]--> Faces of Death IV
Path (Raw):       James B. Schwartz --[(INV) starred_actors]--> Faces of Death IV --[starred_actors]--> James B. Schwartz --[(INV) starred_actors]--> Faces of Death IV
Neg LogProb(↓):   0.545561
Path Entropy(↓):  0.680747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of midnight in paris
Start Entity:     Midnight in Paris
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Midnight in Paris --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Path (Raw):       Midnight in Paris --[directed_by]--> Woody Allen --[(INV) directed_by]--> Anything Else --[directed_by]--> Woody Allen
Neg LogProb(↓):   1.627643
Path Entropy(↓):  2.237949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Quills, when was it released
Start Entity:     Quills
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Quills --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Quills --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   2.889488
Path Entropy(↓):  4.344690
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by aki kaurismaki were directed by who
Start Entity:     Aki Kaurismäki
Gold Answer:      [['Josef von Sternberg', 'Menahem Golan', 'Mika Kaurismäki']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Aki Kaurismäki --[(INV) directed_by]--> The Match Factory Girl --[directed_by]--> Aki Kaurismäki
Path (Raw):       Aki Kaurismäki --[No Operation]--> Aki Kaurismäki --[(INV) directed_by]--> The Match Factory Girl --[directed_by]--> Aki Kaurismäki
Neg LogProb(↓):   1.607546
Path Entropy(↓):  2.066982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the key were in which genres
Start Entity:     The Key
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Key --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[has_genre]--> War
Path (Raw):       The Key --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[has_genre]--> War
Neg LogProb(↓):   1.298261
Path Entropy(↓):  2.626573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the dead pit
Start Entity:     The Dead Pit
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Dead Pit --[written_by]--> Brett Leonard --[(INV) written_by]--> The Dead Pit --[has_genre]--> Horror
Path (Raw):       The Dead Pit --[written_by]--> Brett Leonard --[(INV) written_by]--> The Dead Pit --[has_genre]--> Horror
Neg LogProb(↓):   0.006512
Path Entropy(↓):  0.039172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is fear island
Start Entity:     Fear Island
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Fear Island --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Fear Island --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.341985
Path Entropy(↓):  2.559372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by reshef levi release
Start Entity:     Reshef Levi
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Reshef Levi --[(INV) written_by]--> Hunting Elephants --[release_year]--> 2013
Path (Raw):       Reshef Levi --[No Operation]--> Reshef Levi --[(INV) written_by]--> Hunting Elephants --[release_year]--> 2013
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of robin hood also starred in which movies
Start Entity:     Robin Hood
Gold Answer:      [['Cinderella Man', 'The Sum of Us', 'Little Fish', 'Min and Bill', 'For the Moment', 'Heaven', 'Elizabeth', 'Virtuosity', 'The Champ', 'The Shipping News', 'The Curious Case of Benjamin Button', 'Proof', 'Dinner at Eight', 'The Last of the Mohicans', 'Gladiator', 'The Big House', 'A Date with Judy', 'Red Obsession', 'Tenderness', 'Blue Jasmine', 'The Next Three Days', 'Indiana Jones and the Kingdom of the Crystal Skull', 'Treasure Island', 'Body of Lies', 'The Life Aquatic with Steve Zissou', 'Slave Ship', 'A Good Year', 'Breaking Up', 'L.A. Confidential', 'China Seas', 'Barnacle Bill', 'Cinderella', 'The Water Diviner', 'The Quick and the Dead', 'The Silver Brumby', 'A Message to Garcia', 'The Good German', 'Noah', 'The Insider', 'Ah, Wilderness!', 'Hanna', 'Viva Villa!', 'The Gift', 'How to Train Your Dragon 2', 'American Gangster', 'Les Misérables', 'Broken City', 'No Way Back', 'Charlotte Gray', 'Stand Up and Fight', 'Rough Magic', 'An Ideal Husband', 'Bandits', 'A Beautiful Mind', 'The Aviator', 'The Monuments Men', 'Notes on a Scandal', 'The Secret Six', 'The Talented Mr. Ripley', 'The Man with the Iron Fists', 'Oscar and Lucinda', 'Romper Stomper', 'Proof of Life', 'State of Play', 'Paradise Road', 'Barbary Coast Gent']]
Predicted Ans:    Indiana Jones and the Kingdom of the Crystal Skull
Predicted Path:   Robin Hood --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Indiana Jones and the Kingdom of the Crystal Skull
Path (Raw):       Robin Hood --[starred_actors]--> Cate Blanchett --[No Operation]--> Cate Blanchett --[(INV) starred_actors]--> Indiana Jones and the Kingdom of the Crystal Skull
Neg LogProb(↓):   1.238053
Path Entropy(↓):  2.290442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by peter bowman release
Start Entity:     Peter Bowman
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Peter Bowman --[(INV) written_by]--> Beach Red --[release_year]--> 1967
Path (Raw):       Peter Bowman --[No Operation]--> Peter Bowman --[(INV) written_by]--> Beach Red --[release_year]--> 1967
Neg LogProb(↓):   0.000572
Path Entropy(↓):  0.004839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of speechless
Start Entity:     Speechless
Gold Answer:      [['1998', '1949', '1990', '1993', '1991', '2002']]
Predicted Ans:    1994
Predicted Path:   Speechless --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[release_year]--> 1994
Path (Raw):       Speechless --[directed_by]--> Ron Underwood --[(INV) directed_by]--> Speechless --[release_year]--> 1994
Neg LogProb(↓):   0.330764
Path Entropy(↓):  0.904410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film don't come knocking were in which languages
Start Entity:     Don't Come Knocking
Gold Answer:      [['French', 'Portuguese', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Don't Come Knocking --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Room 666 --[in_language]--> German
Path (Raw):       Don't Come Knocking --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Room 666 --[in_language]--> German
Neg LogProb(↓):   0.499459
Path Entropy(↓):  1.038714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the long, hot summer
Start Entity:     The Long, Hot Summer
Gold Answer:      [['Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'Tom Mankiewicz', 'David S. Ward', 'Franco Zeffirelli', 'James Goldman', 'John Milius', 'Larry McMurtry', 'David Mamet', 'Karen Blixen', 'Rod Serling', 'Melville Shavelson', 'Arnold Schulman', 'Sam Raimi', 'Robert Benton', 'Richard Russo', 'Raphael Holinshed', 'James M. Cain', 'Vittorio Nino Novarese', 'Alfred Hayes', 'Elmore Leonard', 'Sherwood King', 'Elliott Baker', 'Walter Tevis', 'Moira Buffini', 'Albert Camus', 'William Murray', 'Robert Stone', 'Edith R. Sommer', 'John H. Secondari', 'Stephenie Meyer', 'Lawrence Roman', 'Roman Polanski', 'Herb Meadow', 'Stewart Stern', 'Max Shulman', 'James Dearden', 'Ira Levin', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Robert Rossen', 'Walter Bernstein', 'Frank Pierson', 'Meyer Levin', 'Samuel Shellabarger', 'Huey Perry', 'Blaze Starr', 'Graham Greene', 'Melissa Rosenberg', 'Harold Flender', 'Richard Brooks', 'Brian Moore', 'Peter Milne', 'Israel Zangwill', 'Sidney Carroll', 'Matt Cimber', 'Michael V. Gazzo', 'Talbot Jennings', 'Thomas B. Costain', 'William Shakespeare', 'Beth Henley', 'Robert Altman', 'John Mortimer', 'Gore Vidal', 'Nancy Dowd', 'Irving Wallace', 'Cornelia Baird Gross', 'Victor Trivas', 'Luchino Visconti', 'John Gay', 'Ken Kesey', 'Irving Ravetch', 'Paul Zindel', 'John Lasseter', 'Terrence Malick', 'Arthur Kopit', 'Richard Price', 'Ron Shelton', "John O'Hara", 'Leslie Stevens', 'Larry Forrester', 'Ernest Lehman', 'Carl Foreman', 'Meade Roberts', 'Ethan Coen', 'Nicholas Sparks', 'Henry Jaglom', 'Stirling Silliphant', 'Donn Pearce', 'Whit Masterson', 'E. Max Frye', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Leo McCarey', 'Hervey M. Cleckley', 'William Goldman', 'Alvin Sargent', 'Oliver Parker', 'Barry Reed', 'Orson Welles', 'James Poe', 'Ross Macdonald', 'Robert Stevenson']]
Predicted Ans:    Orson Welles
Predicted Path:   The Long, Hot Summer --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> Orson Welles
Path (Raw):       The Long, Hot Summer --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> Orson Welles
Neg LogProb(↓):   1.253214
Path Entropy(↓):  2.221680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by kevin altieri in
Start Entity:     Kevin Altieri
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Kevin Altieri --[(INV) directed_by]--> Gen¹³ --[has_genre]--> Action
Path (Raw):       Kevin Altieri --[No Operation]--> Kevin Altieri --[(INV) directed_by]--> Gen¹³ --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by isaiah washington were in which genres
Start Entity:     Isaiah Washington
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Action
Predicted Path:   Isaiah Washington --[(INV) starred_actors]--> Romeo Must Die --[has_genre]--> Action
Path (Raw):       Isaiah Washington --[No Operation]--> Isaiah Washington --[(INV) starred_actors]--> Romeo Must Die --[has_genre]--> Action
Neg LogProb(↓):   0.035895
Path Entropy(↓):  0.165246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by samuel hoffenstein
Start Entity:     Samuel Hoffenstein
Gold Answer:      [['Fred Astaire', 'Greta Garbo', 'Marlene Dietrich', 'Gene Tierney', 'Alice Brady', 'Gary Cooper', 'Lana Turner', 'Ginger Rogers', 'Fredric March', 'Dana Andrews', 'Jennifer Jones', 'Charles Ruggles', 'Ingrid Bergman', 'William Frawley', 'John Halliday', 'Donald Crisp', 'John Barrymore', 'Edward Everett Horton', 'Maurice Chevalier', 'Reginald Owen', 'Alan Marshal', 'Charles Boyer', 'Charles Butterworth', 'Spencer Tracy', 'Clifton Webb', 'Vincent Price', 'Jeanette MacDonald']]
Predicted Ans:    Lana Turner
Predicted Path:   Samuel Hoffenstein --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Lana Turner
Path (Raw):       Samuel Hoffenstein --[No Operation]--> Samuel Hoffenstein --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[starred_actors]--> Lana Turner
Neg LogProb(↓):   0.392657
Path Entropy(↓):  1.128886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the brother from another planet
Start Entity:     The Brother from Another Planet
Gold Answer:      [['harlem', 'john sayles']]
Predicted Ans:    harlem
Predicted Path:   The Brother from Another Planet --[has_tags]--> harlem --[(INV) has_tags]--> A Great Day in Harlem --[has_tags]--> harlem
Path (Raw):       The Brother from Another Planet --[has_tags]--> harlem --[(INV) has_tags]--> A Great Day in Harlem --[has_tags]--> harlem
Neg LogProb(↓):   0.096365
Path Entropy(↓):  0.321832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by i was a communist for the fbi actors
Start Entity:     I Was a Communist for the FBI
Gold Answer:      [['Biography', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   I Was a Communist for the FBI --[written_by]--> Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI --[has_genre]--> Drama
Path (Raw):       I Was a Communist for the FBI --[written_by]--> Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI --[has_genre]--> Drama
Neg LogProb(↓):   0.000969
Path Entropy(↓):  0.008646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of love liza also starred in which films
Start Entity:     Love Liza
Gold Answer:      [['Personal Effects', 'Fried Green Tomatoes', 'Flawless', 'Dolores Claiborne', 'Capote', "Charlie Wilson's War", 'Doubt', 'The Waterboy', 'A Most Wanted Man', "Before the Devil Knows You're Dead", 'The Ides of March', 'A Home of Our Own', 'Jack Goes Boating', 'Guilty Hearts', 'The War at Home', 'Owning Mahowny', 'White Palace', 'Diabolique', 'Synecdoche, New York', 'Angus', 'Mary and Max', "God's Pocket", 'Misery', 'The Savages', 'Tammy', 'Little Black Book', 'Primary Colors']]
Predicted Ans:    Flawless
Predicted Path:   Love Liza --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Path (Raw):       Love Liza --[starred_actors]--> Philip Seymour Hoffman --[No Operation]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless
Neg LogProb(↓):   0.063653
Path Entropy(↓):  0.321298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie ways to live forever
Start Entity:     Ways to Live Forever
Gold Answer:      [['2000', '2009', '2001', '2004', '2006', '2002', '2007']]
Predicted Ans:    2001
Predicted Path:   Ways to Live Forever --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Path (Raw):       Ways to Live Forever --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Neg LogProb(↓):   0.180085
Path Entropy(↓):  0.596797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the ten
Start Entity:     The Ten
Gold Answer:      [['Role Models', 'Wanderlust', 'Wet Hot American Summer', 'They Came Together']]
Predicted Ans:    Role Models
Predicted Path:   The Ten --[directed_by]--> David Wain --[(INV) directed_by]--> Role Models
Path (Raw):       The Ten --[directed_by]--> David Wain --[(INV) directed_by]--> Role Models --[No Operation]--> Role Models
Neg LogProb(↓):   0.314944
Path Entropy(↓):  0.847852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by scott weinger
Start Entity:     Scott Weinger
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Scott Weinger --[(INV) starred_actors]--> Aladdin --[has_genre]--> Animation
Path (Raw):       Scott Weinger --[No Operation]--> Scott Weinger --[(INV) starred_actors]--> Aladdin --[has_genre]--> Animation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the constantine director release
Start Entity:     Constantine
Gold Answer:      [['2011', '2007']]
Predicted Ans:    2011
Predicted Path:   Constantine --[directed_by]--> Francis Lawrence --[(INV) directed_by]--> Water for Elephants --[release_year]--> 2011
Path (Raw):       Constantine --[directed_by]--> Francis Lawrence --[(INV) directed_by]--> Water for Elephants --[release_year]--> 2011
Neg LogProb(↓):   0.045611
Path Entropy(↓):  0.212306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by taylor wong starred which actors
Start Entity:     Taylor Wong
Gold Answer:      [['Andy Lau']]
Predicted Ans:    Andy Lau
Predicted Path:   Taylor Wong --[(INV) directed_by]--> Rich and Famous --[starred_actors]--> Andy Lau
Path (Raw):       Taylor Wong --[No Operation]--> Taylor Wong --[(INV) directed_by]--> Rich and Famous --[starred_actors]--> Andy Lau
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of chasing amy
Start Entity:     Chasing Amy
Gold Answer:      [['Kevin Smith']]
Predicted Ans:    Kevin Smith
Predicted Path:   Chasing Amy --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Path (Raw):       Chasing Amy --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Neg LogProb(↓):   0.449100
Path Entropy(↓):  1.194573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of ambush is also the director of which films
Start Entity:     Ambush
Gold Answer:      [['Bad Luck Love']]
Predicted Ans:    Ambush
Predicted Path:   Ambush --[directed_by]--> Olli Saarela --[(INV) directed_by]--> Ambush
Path (Raw):       Ambush --[directed_by]--> Olli Saarela --[(INV) directed_by]--> Ambush --[No Operation]--> Ambush
Neg LogProb(↓):   0.053531
Path Entropy(↓):  0.205174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie twice born were released in which years
Start Entity:     Twice Born
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Twice Born --[directed_by]--> Sergio Castellitto --[(INV) directed_by]--> Don't Move --[release_year]--> 2004
Path (Raw):       Twice Born --[directed_by]--> Sergio Castellitto --[(INV) directed_by]--> Don't Move --[release_year]--> 2004
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did phil lord direct
Start Entity:     Phil Lord
Gold Answer:      [['Cloudy with a Chance of Meatballs', 'The Lego Movie', '21 Jump Street', '22 Jump Street']]
Predicted Ans:    The Lego Movie
Predicted Path:   Phil Lord --[(INV) directed_by]--> The Lego Movie --[directed_by]--> Christopher Miller --[(INV) directed_by]--> The Lego Movie
Path (Raw):       Phil Lord --[(INV) directed_by]--> The Lego Movie --[directed_by]--> Christopher Miller --[(INV) directed_by]--> The Lego Movie
Neg LogProb(↓):   0.879062
Path Entropy(↓):  1.642990
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in raw deal
Start Entity:     Raw Deal
Gold Answer:      [['Romance', 'Family', 'Sport', 'Documentary', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Raw Deal --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       Raw Deal --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.087768
Path Entropy(↓):  0.410128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by bill granger
Start Entity:     Bill Granger
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Bill Granger --[(INV) written_by]--> The November Man --[has_genre]--> Thriller
Path (Raw):       Bill Granger --[No Operation]--> Bill Granger --[(INV) written_by]--> The November Man --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with clockwatchers in
Start Entity:     Clockwatchers
Gold Answer:      [['English']]
Predicted Ans:    Comedy
Predicted Path:   Clockwatchers --[starred_actors]--> Lisa Kudrow --[(INV) starred_actors]--> Kabluey --[has_genre]--> Comedy
Path (Raw):       Clockwatchers --[starred_actors]--> Lisa Kudrow --[(INV) starred_actors]--> Kabluey --[has_genre]--> Comedy
Neg LogProb(↓):   0.520266
Path Entropy(↓):  1.400135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies are about takashi shimura
Start Entity:     takashi shimura
Gold Answer:      [['Ikiru', 'Godzilla', 'Stray Dog']]
Predicted Ans:    Godzilla
Predicted Path:   takashi shimura --[(INV) has_tags]--> Godzilla --[written_by]--> Max Borenstein --[(INV) written_by]--> Godzilla
Path (Raw):       takashi shimura --[(INV) has_tags]--> Godzilla --[written_by]--> Max Borenstein --[(INV) written_by]--> Godzilla
Neg LogProb(↓):   0.533374
Path Entropy(↓):  1.117131
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by aoi hiiragi in
Start Entity:     Aoi Hiiragi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Aoi Hiiragi --[(INV) written_by]--> Whisper of the Heart --[has_genre]--> Drama
Path (Raw):       Aoi Hiiragi --[No Operation]--> Aoi Hiiragi --[(INV) written_by]--> Whisper of the Heart --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film class action
Start Entity:     Class Action
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Class Action --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Class Action --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   3.070844
Path Entropy(↓):  4.533634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by james edward grant starred who
Start Entity:     James Edward Grant
Gold Answer:      [['Hedy Lamarr', 'Claudette Colbert', 'John Agar', 'Adele Mara', 'Gail Russell', 'John Wayne', 'Clark Gable', 'Harry Carey', 'Spencer Tracy', 'James Garner', 'Bruce Cabot', 'Forrest Tucker']]
Predicted Ans:    James Garner
Predicted Path:   James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[starred_actors]--> James Garner
Path (Raw):       James Edward Grant --[No Operation]--> James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[starred_actors]--> James Garner
Neg LogProb(↓):   0.374571
Path Entropy(↓):  0.786216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the dark angel
Start Entity:     The Dark Angel
Gold Answer:      [['Anastasia', "The Children's Hour", 'The Love Parade', 'Girl Crazy', 'Angel', 'Julia', 'These Three', 'Watch on the Rhine', 'The North Star', 'The Little Foxes', 'Week-End at the Waldorf', 'Toys in the Attic', 'Anything Goes']]
Predicted Ans:    Angel
Predicted Path:   The Dark Angel --[written_by]--> Guy Bolton --[(INV) written_by]--> Angel
Path (Raw):       The Dark Angel --[written_by]--> Guy Bolton --[(INV) written_by]--> Angel --[No Operation]--> Angel
Neg LogProb(↓):   0.213946
Path Entropy(↓):  0.705920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of marilyn agrelo directed movies
Start Entity:     Marilyn Agrelo
Gold Answer:      [['Aimee Bender', 'Amy Sewell']]
Predicted Ans:    Aimee Bender
Predicted Path:   Marilyn Agrelo --[(INV) directed_by]--> An Invisible Sign --[written_by]--> Aimee Bender
Path (Raw):       Marilyn Agrelo --[No Operation]--> Marilyn Agrelo --[(INV) directed_by]--> An Invisible Sign --[written_by]--> Aimee Bender
Neg LogProb(↓):   0.006024
Path Entropy(↓):  0.039033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with second in command fall under
Start Entity:     Second in Command
Gold Answer:      [['Fantasy', 'Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   Second in Command --[directed_by]--> Simon Fellows --[(INV) directed_by]--> Until Death --[has_genre]--> Action
Path (Raw):       Second in Command --[directed_by]--> Simon Fellows --[(INV) directed_by]--> Until Death --[has_genre]--> Action
Neg LogProb(↓):   0.033494
Path Entropy(↓):  0.160788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by four horsemen actors
Start Entity:     Four Horsemen
Gold Answer:      [['Michel Gondry', 'Denis Delestrac']]
Predicted Ans:    Michel Gondry
Predicted Path:   Four Horsemen --[starred_actors]--> Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry
Path (Raw):       Four Horsemen --[starred_actors]--> Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.004068
Path Entropy(↓):  0.028346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film sherlock holmes and the voice of terror were in which genres
Start Entity:     Sherlock Holmes and the Voice of Terror
Gold Answer:      [['Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Sherlock Holmes and the Voice of Terror --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> Young Sherlock Holmes --[has_genre]--> Adventure
Path (Raw):       Sherlock Holmes and the Voice of Terror --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> Young Sherlock Holmes --[has_genre]--> Adventure
Neg LogProb(↓):   0.375754
Path Entropy(↓):  1.162317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with strapped fall under
Start Entity:     Strapped
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Strapped --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Hope Floats --[has_genre]--> Drama
Path (Raw):       Strapped --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Hope Floats --[has_genre]--> Drama
Neg LogProb(↓):   0.046157
Path Entropy(↓):  0.228292
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jean daste acted films
Start Entity:     Jean Dasté
Gold Answer:      [['François Truffaut', 'Jean Vigo']]
Predicted Ans:    François Truffaut
Predicted Path:   Jean Dasté --[(INV) starred_actors]--> The Wild Child --[directed_by]--> François Truffaut
Path (Raw):       Jean Dasté --[No Operation]--> Jean Dasté --[(INV) starred_actors]--> The Wild Child --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.006262
Path Entropy(↓):  0.041788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by james vanderbilt
Start Entity:     James Vanderbilt
Gold Answer:      [['Maggie Gyllenhaal', 'Rhys Ifans', 'Channing Tatum', 'Jason Clarke', 'Denis Leary', 'Jamie Foxx', 'Mark Ruffalo', 'Anthony Edwards', 'Jake Gyllenhaal', 'Emma Stone', 'Andrew Garfield', 'Dane DeHaan']]
Predicted Ans:    Emma Stone
Predicted Path:   James Vanderbilt --[(INV) written_by]--> The Amazing Spider-Man --[starred_actors]--> Emma Stone
Path (Raw):       James Vanderbilt --[No Operation]--> James Vanderbilt --[(INV) written_by]--> The Amazing Spider-Man --[starred_actors]--> Emma Stone
Neg LogProb(↓):   0.020243
Path Entropy(↓):  0.103345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of mister lonely
Start Entity:     Mister Lonely
Gold Answer:      [['James Franco', 'Ashley Benson', 'Selena Gomez', 'Vanessa Hudgens', 'Harmony Korine', 'Jacob Sewell', 'Jacob Reynolds', 'Nick Sutton', 'Justin Pierce', 'Leo Fitzpatrick']]
Predicted Ans:    Justin Pierce
Predicted Path:   Mister Lonely --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[starred_actors]--> Justin Pierce
Path (Raw):       Mister Lonely --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[starred_actors]--> Justin Pierce
Neg LogProb(↓):   0.466558
Path Entropy(↓):  1.183112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote boyhood
Start Entity:     Boyhood
Gold Answer:      [['Drama', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Boyhood --[written_by]--> Richard Linklater --[(INV) written_by]--> Bernie --[has_genre]--> Comedy
Path (Raw):       Boyhood --[written_by]--> Richard Linklater --[(INV) written_by]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.338636
Path Entropy(↓):  0.845287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by love jones actors
Start Entity:     Love Jones
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Love Jones --[starred_actors]--> Nia Long --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Path (Raw):       Love Jones --[starred_actors]--> Nia Long --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie naked violence were released in which years
Start Entity:     Naked Violence
Gold Answer:      [['1972', '1974', '1975']]
Predicted Ans:    1969
Predicted Path:   Naked Violence --[written_by]--> Giorgio Scerbanenco --[(INV) written_by]--> Naked Violence --[release_year]--> 1969
Path (Raw):       Naked Violence --[written_by]--> Giorgio Scerbanenco --[(INV) written_by]--> Naked Violence --[release_year]--> 1969
Neg LogProb(↓):   0.173919
Path Entropy(↓):  0.441284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by h. b. halicki released
Start Entity:     H.B. Halicki
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   H.B. Halicki --[(INV) starred_actors]--> Gone in 60 Seconds --[release_year]--> 1974
Path (Raw):       H.B. Halicki --[No Operation]--> H.B. Halicki --[(INV) starred_actors]--> Gone in 60 Seconds --[release_year]--> 1974
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of simon west directed movies
Start Entity:     Simon West
Gold Answer:      [['Scott Rosenberg', 'William Goldman', 'Ken Kaufman', 'David Agosto', 'Sylvester Stallone', 'Richard Wenk', 'Nelson DeMille']]
Predicted Ans:    Ken Kaufman
Predicted Path:   Simon West --[(INV) directed_by]--> The Expendables 2 --[written_by]--> Ken Kaufman
Path (Raw):       Simon West --[No Operation]--> Simon West --[(INV) directed_by]--> The Expendables 2 --[written_by]--> Ken Kaufman
Neg LogProb(↓):   0.578943
Path Entropy(↓):  1.085467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by steve faber released
Start Entity:     Steve Faber
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Steve Faber --[(INV) written_by]--> Wedding Crashers --[release_year]--> 2005
Path (Raw):       Steve Faber --[No Operation]--> Steve Faber --[(INV) written_by]--> Wedding Crashers --[release_year]--> 2005
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by scott sommer
Start Entity:     Scott Sommer
Gold Answer:      [['David Arnott', 'Goldie Hawn', 'Arliss Howard']]
Predicted Ans:    Goldie Hawn
Predicted Path:   Scott Sommer --[(INV) written_by]--> CrissCross --[starred_actors]--> Goldie Hawn
Path (Raw):       Scott Sommer --[No Operation]--> Scott Sommer --[(INV) written_by]--> CrissCross --[starred_actors]--> Goldie Hawn
Neg LogProb(↓):   0.000553
Path Entropy(↓):  0.004830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in vivacious lady
Start Entity:     Vivacious Lady
Gold Answer:      [['Ginger Rogers', 'James Stewart', 'Beulah Bondi']]
Predicted Ans:    James Stewart
Predicted Path:   Vivacious Lady --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       Vivacious Lady --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.008019
Path Entropy(↓):  0.053493
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was amistad released
Start Entity:     Amistad
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Amistad --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       Amistad --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   2.365586
Path Entropy(↓):  3.865782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of grant williams acted films
Start Entity:     Grant Williams
Gold Answer:      [['Jack Arnold']]
Predicted Ans:    Jack Arnold
Predicted Path:   Grant Williams --[(INV) starred_actors]--> The Incredible Shrinking Man --[directed_by]--> Jack Arnold
Path (Raw):       Grant Williams --[No Operation]--> Grant Williams --[(INV) starred_actors]--> The Incredible Shrinking Man --[directed_by]--> Jack Arnold
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in chasing sleep
Start Entity:     Chasing Sleep
Gold Answer:      [['John Hindman', 'Peter Yates', 'Donald Petrie', 'Peter Farrelly', 'Bobby Farrelly', 'Stephen Herek', 'Clint Eastwood', 'Mike Nichols', 'Herbert Ross', 'Carroll Ballard', 'Frank Marshall', 'Jack Garfein', 'Scott Frank', 'Robert Harmon', 'Jonathan Demme', 'Jeff Daniels']]
Predicted Ans:    Herbert Ross
Predicted Path:   Chasing Sleep --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> The Goodbye Girl --[directed_by]--> Herbert Ross
Path (Raw):       Chasing Sleep --[starred_actors]--> Jeff Daniels --[(INV) starred_actors]--> The Goodbye Girl --[directed_by]--> Herbert Ross
Neg LogProb(↓):   0.227522
Path Entropy(↓):  0.825719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in amreeka
Start Entity:     Amreeka
Gold Answer:      [['1975', '2008', '2005', '2011', '2013']]
Predicted Ans:    2009
Predicted Path:   Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[release_year]--> 2009
Path (Raw):       Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[release_year]--> 2009
Neg LogProb(↓):   0.689072
Path Entropy(↓):  0.756064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by andrew neel
Start Entity:     Andrew Neel
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2012
Predicted Path:   Andrew Neel --[(INV) written_by]--> King Kelly --[release_year]--> 2012
Path (Raw):       Andrew Neel --[No Operation]--> Andrew Neel --[(INV) written_by]--> King Kelly --[release_year]--> 2012
Neg LogProb(↓):   0.553881
Path Entropy(↓):  0.681941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie billu
Start Entity:     Billu
Gold Answer:      [['Ang Lee', 'Asif Kapadia', 'Ritesh Batra', 'Tigmanshu Dhulia', "Damien O'Donnell", 'Farhan Akhtar', 'Ismail Merchant', 'Lasse Hallström', 'Roland Joffé', 'Kabir Khan', 'Ali Abbas Zafar', 'Nikhil Advani']]
Predicted Ans:    Ali Abbas Zafar
Predicted Path:   Billu --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> Gunday --[directed_by]--> Ali Abbas Zafar
Path (Raw):       Billu --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> Gunday --[directed_by]--> Ali Abbas Zafar
Neg LogProb(↓):   0.446646
Path Entropy(↓):  1.060953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by burk sharpless
Start Entity:     Burk Sharpless
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Burk Sharpless --[(INV) written_by]--> Dracula Untold --[has_genre]--> Action
Path (Raw):       Burk Sharpless --[No Operation]--> Burk Sharpless --[(INV) written_by]--> Dracula Untold --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in birth
Start Entity:     Birth
Gold Answer:      [['Nicole Kidman', 'Lauren Bacall', 'Danny Huston', 'Cameron Bright']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Birth --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[starred_actors]--> Nicole Kidman
Path (Raw):       Birth --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> The Others --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.095248
Path Entropy(↓):  0.382214
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the little princess
Start Entity:     The Little Princess
Gold Answer:      [['Nat Perrin', 'Sam Hellman', 'Samuel G. Engel', 'Philip Klein', 'Edward E. Paramore Jr.', 'James P. Judge', 'Ethel Hill', 'Vincent Lawrence', 'Maurice Maeterlinck', 'Walter Bullock', 'Jack Yellen', 'Julien Josephson', 'Harry Tugend', 'Gladys Lehman', 'Laura E. Richard', 'Arthur J. Beckhard', 'F. Hugh Herbert', 'Patterson McNutt', 'Sidney Sheldon', 'Leigh Janiak', 'Arthur Sheekman', 'William M. Conselman', 'William R. Lipman', 'Damon Runyon', 'John Taintor Foote', 'Melville Baker', 'Sylvia Thalberg', 'Walter Bernstein', 'Edwin J. Burke', 'Edward Peple', 'Rudyard Kipling', 'Ernest Pascal', 'Paul Girard Smith', 'Charles Hoffman', 'Edith Kneipple Roberts', 'Eleanor Gates', 'Kate Douglas Wiggin', 'Karl Tunberg', 'Marion Parsonnet', 'Ralph Spence', 'Darrell Ware', 'David Butler', 'Charles Martin', 'Don Ettlinger', 'Jack Kirkland']]
Predicted Ans:    William M. Conselman
Predicted Path:   The Little Princess --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[written_by]--> William M. Conselman
Path (Raw):       The Little Princess --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[written_by]--> William M. Conselman
Neg LogProb(↓):   0.485108
Path Entropy(↓):  1.499329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with edward streeter
Start Entity:     Edward Streeter
Gold Answer:      [['Albert Hackett', 'Frances Goodrich']]
Predicted Ans:    Frances Goodrich
Predicted Path:   Edward Streeter --[(INV) written_by]--> Father of the Bride --[written_by]--> Frances Goodrich
Path (Raw):       Edward Streeter --[No Operation]--> Edward Streeter --[(INV) written_by]--> Father of the Bride --[written_by]--> Frances Goodrich
Neg LogProb(↓):   0.968443
Path Entropy(↓):  1.287877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did remy belvaux write
Start Entity:     Rémy Belvaux
Gold Answer:      [['Man Bites Dog']]
Predicted Ans:    Man Bites Dog
Predicted Path:   Rémy Belvaux --[(INV) written_by]--> Man Bites Dog --[written_by]--> André Bonzel --[(INV) written_by]--> Man Bites Dog
Path (Raw):       Rémy Belvaux --[(INV) written_by]--> Man Bites Dog --[written_by]--> André Bonzel --[(INV) written_by]--> Man Bites Dog
Neg LogProb(↓):   0.017846
Path Entropy(↓):  0.088969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for peaceful warrior
Start Entity:     Peaceful Warrior
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Peaceful Warrior --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Peaceful Warrior --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.059802
Path Entropy(↓):  4.410038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by cedric the entertainer
Start Entity:     Cedric the Entertainer
Gold Answer:      [['Spike Lee']]
Predicted Ans:    Spike Lee
Predicted Path:   Cedric the Entertainer --[(INV) written_by]--> The Original Kings of Comedy --[directed_by]--> Spike Lee
Path (Raw):       Cedric the Entertainer --[No Operation]--> Cedric the Entertainer --[(INV) written_by]--> The Original Kings of Comedy --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of anatomy
Start Entity:     Anatomy
Gold Answer:      [['Eric Bana', 'Charlie Hunnam', 'Simon Schwarz', 'Sophie Rois', 'Nicolas Cage', 'Eddie Izzard', 'James Coburn', 'Michael Biehn', 'Olivia Wilde', 'Matt LeBlanc']]
Predicted Ans:    Franka Potente
Predicted Path:   Anatomy --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[starred_actors]--> Franka Potente
Path (Raw):       Anatomy --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[starred_actors]--> Franka Potente
Neg LogProb(↓):   0.035296
Path Entropy(↓):  0.172214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by norman jewison were in which languages
Start Entity:     Norman Jewison
Gold Answer:      [['French', 'Latin', 'Russian']]
Predicted Ans:    French
Predicted Path:   Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Path (Raw):       Norman Jewison --[No Operation]--> Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Neg LogProb(↓):   0.086259
Path Entropy(↓):  0.337280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by mark dacascos release
Start Entity:     Mark Dacascos
Gold Answer:      [['1997', '1992', '1993', '1994', '2002']]
Predicted Ans:    1997
Predicted Path:   Mark Dacascos --[(INV) starred_actors]--> DNA --[release_year]--> 1997
Path (Raw):       Mark Dacascos --[No Operation]--> Mark Dacascos --[(INV) starred_actors]--> DNA --[release_year]--> 1997
Neg LogProb(↓):   0.053228
Path Entropy(↓):  0.221460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film desert blue were released in which years
Start Entity:     Desert Blue
Gold Answer:      [['1997', '2009']]
Predicted Ans:    2009
Predicted Path:   Desert Blue --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Homecoming --[release_year]--> 2009
Path (Raw):       Desert Blue --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Homecoming --[release_year]--> 2009
Neg LogProb(↓):   0.296673
Path Entropy(↓):  0.747474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in roberta
Start Entity:     Roberta
Gold Answer:      [['1946', '1954', '1944', '1992', '1959', '1993', '1936', '1920', '1935', '1941', '1974', '1968', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1994', '1956', '1931', '1943', '1976', '1948', '1942', '1940', '1938', '1937', '1981', '1955', '1962', '1934', '2000', '1949', '1950', '1960', '1965', '1945', '1987', '1952', '1958']]
Predicted Ans:    1956
Predicted Path:   Roberta --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Roberta --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   1.621712
Path Entropy(↓):  2.697761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by charlotte armstrong
Start Entity:     Charlotte Armstrong
Gold Answer:      [['Roy Ward Baker', 'Michael Curtiz', 'Claude Chabrol']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Charlotte Armstrong --[(INV) written_by]--> Don't Bother to Knock --[directed_by]--> Roy Ward Baker
Path (Raw):       Charlotte Armstrong --[No Operation]--> Charlotte Armstrong --[(INV) written_by]--> Don't Bother to Knock --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   0.111645
Path Entropy(↓):  0.396788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film gidget
Start Entity:     Gidget
Gold Answer:      [['surfing']]
Predicted Ans:    stacy peralta
Predicted Path:   Gidget --[has_tags]--> surfing --[(INV) has_tags]--> Riding Giants --[has_tags]--> stacy peralta
Path (Raw):       Gidget --[has_tags]--> surfing --[(INV) has_tags]--> Riding Giants --[has_tags]--> stacy peralta
Neg LogProb(↓):   0.018228
Path Entropy(↓):  0.109828
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie the shipping news
Start Entity:     The Shipping News
Gold Answer:      [['1995', '1988', '2000', '1975', '2012', '2005', '1993', '1991', '2010', '2006', '1985', '1999', '2014', '1987', '1986', '2011', '2013']]
Predicted Ans:    1985
Predicted Path:   The Shipping News --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[release_year]--> 1985
Path (Raw):       The Shipping News --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[release_year]--> 1985
Neg LogProb(↓):   1.338048
Path Entropy(↓):  1.975671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film student of the year are written by who
Start Entity:     Student of the Year
Gold Answer:      [['Rakeysh Omprakash Mehra', 'Nikhil Advani', 'Zoya Akhtar', 'Imtiaz Ali']]
Predicted Ans:    Rakeysh Omprakash Mehra
Predicted Path:   Student of the Year --[starred_actors]--> Rishi Kapoor --[(INV) starred_actors]--> Delhi-6 --[written_by]--> Rakeysh Omprakash Mehra
Path (Raw):       Student of the Year --[starred_actors]--> Rishi Kapoor --[(INV) starred_actors]--> Delhi-6 --[written_by]--> Rakeysh Omprakash Mehra
Neg LogProb(↓):   0.517918
Path Entropy(↓):  0.690083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in carnage
Start Entity:     Carnage
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Animation
Predicted Path:   Carnage --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> 9 --[has_genre]--> Animation
Path (Raw):       Carnage --[starred_actors]--> John C. Reilly --[(INV) starred_actors]--> 9 --[has_genre]--> Animation
Neg LogProb(↓):   0.764844
Path Entropy(↓):  1.636735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the last exorcism part ii fall under
Start Entity:     The Last Exorcism Part II
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    2012
Predicted Path:   The Last Exorcism Part II --[starred_actors]--> Julia Garner --[(INV) starred_actors]--> Electrick Children --[release_year]--> 2012
Path (Raw):       The Last Exorcism Part II --[starred_actors]--> Julia Garner --[(INV) starred_actors]--> Electrick Children --[release_year]--> 2012
Neg LogProb(↓):   0.963712
Path Entropy(↓):  1.711548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film herbie rides again
Start Entity:     Herbie Rides Again
Gold Answer:      [['Don Bluth', 'Blake Edwards', 'Frank Borzage', 'Edgar Selwyn', 'Charles Vidor', 'Gary Goldman', 'Clarence Brown', 'Anatole Litvak']]
Predicted Ans:    Frank Borzage
Predicted Path:   Herbie Rides Again --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[directed_by]--> Frank Borzage
Path (Raw):       Herbie Rides Again --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.028321
Path Entropy(↓):  0.140606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by albert mannheimer
Start Entity:     Albert Mannheimer
Gold Answer:      [['John Goodman', 'Melanie Griffith', 'William Holden', 'Don Johnson', 'Judy Holliday', 'Broderick Crawford']]
Predicted Ans:    William Holden
Predicted Path:   Albert Mannheimer --[(INV) written_by]--> Born Yesterday --[starred_actors]--> William Holden
Path (Raw):       Albert Mannheimer --[No Operation]--> Albert Mannheimer --[(INV) written_by]--> Born Yesterday --[starred_actors]--> William Holden
Neg LogProb(↓):   0.131125
Path Entropy(↓):  0.443237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by picking up the pieces actors
Start Entity:     Picking Up the Pieces
Gold Answer:      [['Paul Mazursky', 'Francis Ford Coppola', 'John Turturro', 'Herbert Ross', 'Martin Scorsese', 'Martin Ritt', 'Woody Allen']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Picking Up the Pieces --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> New York Stories --[directed_by]--> Francis Ford Coppola
Path (Raw):       Picking Up the Pieces --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> New York Stories --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.084874
Path Entropy(↓):  2.636149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by ghost actors
Start Entity:     Ghost
Gold Answer:      [['Family', 'Music', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Ghost --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Path (Raw):       Ghost --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Neg LogProb(↓):   1.716281
Path Entropy(↓):  1.565296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by taylor hackford
Start Entity:     Taylor Hackford
Gold Answer:      [['An Officer and a Gentleman', 'Dolores Claiborne', 'Parker', 'The Idolmaker', 'White Nights', 'Love Ranch', 'Against All Odds', 'Ray', "Everybody's All-American", 'Proof of Life']]
Predicted Ans:    The Idolmaker
Predicted Path:   Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker
Path (Raw):       Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker
Neg LogProb(↓):   0.326054
Path Entropy(↓):  1.239733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with croupier in
Start Entity:     Croupier
Gold Answer:      [['Welsh', 'German']]
Predicted Ans:    German
Predicted Path:   Croupier --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> The Bourne Identity --[in_language]--> German
Path (Raw):       Croupier --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> The Bourne Identity --[in_language]--> German
Neg LogProb(↓):   0.024237
Path Entropy(↓):  0.118576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote condorman
Start Entity:     Condorman
Gold Answer:      [['Emilio Estevez', 'Rene Russo', 'Suzanne Roquette', 'Jörg Pleva', 'Dieter Thomas Heck', 'Marcello Mastroianni', 'Mick Jagger', 'Anthony Hopkins', 'Ursula Andress', 'Elsa Martinelli']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Condorman --[written_by]--> Robert Sheckley --[(INV) written_by]--> The 10th Victim --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Condorman --[written_by]--> Robert Sheckley --[(INV) written_by]--> The 10th Victim --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.000196
Path Entropy(↓):  0.002027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of birth
Start Entity:     Birth
Gold Answer:      [['Birthday Girl', 'The Human Stain', 'The Fan', 'To Die For', 'To Have and Have Not', 'Batman Forever', 'The Paperboy', 'Fade to Black', 'Bewitched', 'The Hours', 'The Interpreter', 'The Stepford Wives', 'Malice', 'Cold Mountain', 'Flirting', 'Billy Bathgate', 'Young Man with a Horn', 'The Peacemaker', 'Key Largo', 'Before I Go to Sleep', 'Blood Alley', 'Rabbit Hole', 'Moulin Rouge!', 'Practical Magic', 'Designing Woman', 'The Shootist', 'The Mirror Has Two Faces', '21 Grams', 'Boogie Woogie', 'North West Frontier', 'The Forger', 'An American Affair', 'Trespass', 'Days of Thunder', 'Far and Away', 'Dogville', 'Sex and the Single Girl', 'The Golden Compass', 'Stolen', 'Just Go with It', 'Dead Calm', 'Appointment with Death', 'My Life', '30 Days of Night', 'Grace of Monaco', "The Warrior's Way", 'Diamonds', 'Written on the Wind', 'Stoker', 'The Constant Gardener', 'Confidential Agent', 'Ultraviolet', 'How to Marry a Millionaire', 'The Big Sleep', 'Nine', 'Dark Passage', 'The Others', 'Harper', 'The Portrait of a Lady', 'The Invasion']]
Predicted Ans:    Birthday Girl
Predicted Path:   Birth --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl
Path (Raw):       Birth --[No Operation]--> Birth --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl
Neg LogProb(↓):   0.992219
Path Entropy(↓):  2.164066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of gloria
Start Entity:     Gloria
Gold Answer:      [['1999']]
Predicted Ans:    2013
Predicted Path:   Gloria --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Gloria --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.152894
Path Entropy(↓):  5.103594
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of the babysitters
Start Entity:     The Babysitters
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Babysitters --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Babysitters --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.325802
Path Entropy(↓):  4.720112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie never been kissed
Start Entity:     Never Been Kissed
Gold Answer:      [['Raja Gosnell']]
Predicted Ans:    Raja Gosnell
Predicted Path:   Never Been Kissed --[directed_by]--> Raja Gosnell --[(INV) directed_by]--> Home Alone 3 --[directed_by]--> Raja Gosnell
Path (Raw):       Never Been Kissed --[directed_by]--> Raja Gosnell --[(INV) directed_by]--> Home Alone 3 --[directed_by]--> Raja Gosnell
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the eagle and the hawk were released in which years
Start Entity:     The Eagle and the Hawk
Gold Answer:      [['1946', '1954', '1944', '1959', '1936', '1920', '1985', '1967', '1935', '1941', '1998', '1963', '1939', '1933', '2009', '1957', '1951', '1973', '1953', '1947', '1932', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1972', '1971', '1942', '1940', '1938', '2012', '1955', '1962', '1934', '1964', '1949', '1997', '1950', '1960', '1999', '1937', '1952', '1958']]
Predicted Ans:    1940
Predicted Path:   The Eagle and the Hawk --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> His Girl Friday --[release_year]--> 1940
Path (Raw):       The Eagle and the Hawk --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> His Girl Friday --[release_year]--> 1940
Neg LogProb(↓):   1.691681
Path Entropy(↓):  2.532074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the secret life of walter mitty were released in which years
Start Entity:     The Secret Life of Walter Mitty
Gold Answer:      [['1946', '1954', '2008', '1936', '1985', '1941', '1933', '1951', '2010', '1947', '1932', '1994', '1931', '1948', '2001', '1938', '1996', '1981', '1922', '1999', '1937', '1952']]
Predicted Ans:    1947
Predicted Path:   The Secret Life of Walter Mitty --[written_by]--> Ken Englund --[(INV) written_by]--> The Secret Life of Walter Mitty --[release_year]--> 1947
Path (Raw):       The Secret Life of Walter Mitty --[written_by]--> Ken Englund --[(INV) written_by]--> The Secret Life of Walter Mitty --[release_year]--> 1947
Neg LogProb(↓):   1.486471
Path Entropy(↓):  2.114040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the apple
Start Entity:     The Apple
Gold Answer:      [['Over the Top', 'The Delta Force', 'Blackboards', 'Enter the Ninja', 'Over the Brooklyn Bridge', 'At Five in the Afternoon', 'Crime and Punishment']]
Predicted Ans:    Crime and Punishment
Predicted Path:   The Apple --[directed_by]--> Menahem Golan --[(INV) directed_by]--> Crime and Punishment
Path (Raw):       The Apple --[directed_by]--> Menahem Golan --[(INV) directed_by]--> Crime and Punishment --[No Operation]--> Crime and Punishment
Neg LogProb(↓):   0.031329
Path Entropy(↓):  0.144193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with quality street
Start Entity:     Quality Street
Gold Answer:      [['Top Hat', 'Alice Adams', 'The Fourth Angel', 'Follow the Fleet', 'D.A.R.Y.L.']]
Predicted Ans:    Follow the Fleet
Predicted Path:   Quality Street --[written_by]--> Allan Scott --[(INV) written_by]--> Follow the Fleet
Path (Raw):       Quality Street --[written_by]--> Allan Scott --[(INV) written_by]--> Follow the Fleet --[No Operation]--> Follow the Fleet
Neg LogProb(↓):   0.668354
Path Entropy(↓):  1.118049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film elysium
Start Entity:     Elysium
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Elysium --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Elysium --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.524338
Path Entropy(↓):  2.958729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the tin star
Start Entity:     The Tin Star
Gold Answer:      [['Anthony Perkins', 'Henry Fonda']]
Predicted Ans:    Henry Fonda
Predicted Path:   The Tin Star --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> My Darling Clementine --[starred_actors]--> Henry Fonda
Path (Raw):       The Tin Star --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> My Darling Clementine --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.021885
Path Entropy(↓):  0.133833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of flirting
Start Entity:     Flirting
Gold Answer:      [['Noah Taylor', 'Ben Mendelsohn', 'Loene Carmen', 'Hugh Grant']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Flirting --[written_by]--> John Duigan --[(INV) written_by]--> Flirting --[starred_actors]--> Nicole Kidman
Path (Raw):       Flirting --[written_by]--> John Duigan --[(INV) written_by]--> Flirting --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.221453
Path Entropy(↓):  0.641801
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie the object of my affection
Start Entity:     The Object of My Affection
Gold Answer:      [['Stephen Herek', 'Miguel Arteta', 'Rawson Marshall Thurber', 'Phil Morrison', 'Tiffanie DeBartolo', 'Nisha Ganatra', 'Stephen Belber', 'Brandon Camp', 'Josh Gordon', 'Will Speck', 'Daniel Barnz', 'James L. Brooks', 'Jeff Lowell', 'Peyton Reed', 'David Wain', 'Dennis Dugan', 'Mark Jones', 'Jay Roach', 'Mike Judge', 'Andy Tennant', 'Brad Bird', 'Amy Heckerling', 'Jesse Peretz', 'John Hamburg', 'Judd Apatow', 'Neil LaBute', 'Sean McGinly', 'Jason Bloom', 'Rob Reiner', 'David Gordon Green']]
Predicted Ans:    Mark Jones
Predicted Path:   The Object of My Affection --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[directed_by]--> Mark Jones
Path (Raw):       The Object of My Affection --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[directed_by]--> Mark Jones
Neg LogProb(↓):   1.078281
Path Entropy(↓):  1.700743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film dealin'with idiots were released in which years
Start Entity:     Dealin' with Idiots
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Dealin' with Idiots --[starred_actors]--> Jeff Garlin --[(INV) starred_actors]--> I Want Someone to Eat Cheese With --[release_year]--> 2006
Path (Raw):       Dealin' with Idiots --[starred_actors]--> Jeff Garlin --[(INV) starred_actors]--> I Want Someone to Eat Cheese With --[release_year]--> 2006
Neg LogProb(↓):   0.430881
Path Entropy(↓):  0.647607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the second civil war
Start Entity:     The Second Civil War
Gold Answer:      [['Family', 'Documentary', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Documentary
Predicted Path:   The Second Civil War --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Path (Raw):       The Second Civil War --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.273928
Path Entropy(↓):  0.684310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in bride of chucky
Start Entity:     Bride of Chucky
Gold Answer:      [['Nick Stabile', 'Jennifer Tilly', 'Brad Dourif', 'Katherine Heigl']]
Predicted Ans:    David Anthony Higgins
Predicted Path:   Bride of Chucky --[starred_actors]--> Jennifer Tilly --[(INV) starred_actors]--> The Wrong Guy --[starred_actors]--> David Anthony Higgins
Path (Raw):       Bride of Chucky --[starred_actors]--> Jennifer Tilly --[(INV) starred_actors]--> The Wrong Guy --[starred_actors]--> David Anthony Higgins
Neg LogProb(↓):   0.832835
Path Entropy(↓):  1.168294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the down terrace director
Start Entity:     Down Terrace
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Crime
Predicted Path:   Down Terrace --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace --[has_genre]--> Crime
Path (Raw):       Down Terrace --[directed_by]--> Ben Wheatley --[(INV) directed_by]--> Down Terrace --[has_genre]--> Crime
Neg LogProb(↓):   0.000458
Path Entropy(↓):  0.004324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for page miss glory
Start Entity:     Page Miss Glory
Gold Answer:      [['Joseph Schrank']]
Predicted Ans:    Joseph Schrank
Predicted Path:   Page Miss Glory --[written_by]--> Joseph Schrank --[(INV) written_by]--> Page Miss Glory --[written_by]--> Joseph Schrank
Path (Raw):       Page Miss Glory --[written_by]--> Joseph Schrank --[(INV) written_by]--> Page Miss Glory --[written_by]--> Joseph Schrank
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie fools rush in
Start Entity:     Fools Rush In
Gold Answer:      [['Mitchell Kapner', 'Luc Besson', 'Vicente Leñero', 'Naguib Mahfouz', 'Julia Álvarez', 'Charles Perrault', 'Allan Loeb', 'Kevin James', 'Mark Christopher', 'Gregory Nava', 'Brian Lynch', 'Tom Wheeler', 'Victor Hugo', 'Elyse Friedman', 'Anna Thomas', 'Robert Rodriguez', 'Clancy Sigal', 'Diane Lake', 'Hayden Herrera']]
Predicted Ans:    Allan Loeb
Predicted Path:   Fools Rush In --[starred_actors]--> Salma Hayek --[(INV) starred_actors]--> Here Comes the Boom --[written_by]--> Allan Loeb
Path (Raw):       Fools Rush In --[starred_actors]--> Salma Hayek --[(INV) starred_actors]--> Here Comes the Boom --[written_by]--> Allan Loeb
Neg LogProb(↓):   0.190724
Path Entropy(↓):  0.578472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with broken arrow
Start Entity:     Broken Arrow
Gold Answer:      [['Hard Rain', 'Mission to Mars']]
Predicted Ans:    Mission to Mars
Predicted Path:   Broken Arrow --[written_by]--> Graham Yost --[(INV) written_by]--> Mission to Mars
Path (Raw):       Broken Arrow --[written_by]--> Graham Yost --[(INV) written_by]--> Mission to Mars --[No Operation]--> Mission to Mars
Neg LogProb(↓):   0.216163
Path Entropy(↓):  0.542748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Hugh wilson was the director of which movies
Start Entity:     Hugh Wilson
Gold Answer:      [['Guarding Tess', 'The First Wives Club', 'Burglar', 'Blast from the Past', 'Mickey', 'Police Academy', "Rustlers' Rhapsody"]]
Predicted Ans:    The First Wives Club
Predicted Path:   Hugh Wilson --[(INV) directed_by]--> Burglar --[directed_by]--> Hugh Wilson --[(INV) directed_by]--> The First Wives Club
Path (Raw):       Hugh Wilson --[(INV) directed_by]--> Burglar --[directed_by]--> Hugh Wilson --[(INV) directed_by]--> The First Wives Club
Neg LogProb(↓):   2.667524
Path Entropy(↓):  3.414264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by office space actors
Start Entity:     Office Space
Gold Answer:      [['Music', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Office Space --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[has_genre]--> Comedy
Path (Raw):       Office Space --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Leprechaun --[has_genre]--> Comedy
Neg LogProb(↓):   1.132795
Path Entropy(↓):  2.023993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by patricia arquette in
Start Entity:     Patricia Arquette
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Path (Raw):       Patricia Arquette --[No Operation]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Neg LogProb(↓):   0.729809
Path Entropy(↓):  1.257093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by homi adajania in
Start Entity:     Homi Adajania
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Homi Adajania --[(INV) written_by]--> Being Cyrus --[has_genre]--> Drama
Path (Raw):       Homi Adajania --[No Operation]--> Homi Adajania --[(INV) written_by]--> Being Cyrus --[has_genre]--> Drama
Neg LogProb(↓):   0.000252
Path Entropy(↓):  0.002344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor dian bachar acted together with who
Start Entity:     Dian Bachar
Gold Answer:      [['Matt Stone', 'Yasmine Bleeth', 'Trey Parker']]
Predicted Ans:    Yasmine Bleeth
Predicted Path:   Dian Bachar --[(INV) starred_actors]--> BASEketball --[starred_actors]--> Yasmine Bleeth
Path (Raw):       Dian Bachar --[No Operation]--> Dian Bachar --[(INV) starred_actors]--> BASEketball --[starred_actors]--> Yasmine Bleeth
Neg LogProb(↓):   0.035411
Path Entropy(↓):  0.178206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Alan bridges was the director on which movies
Start Entity:     Alan Bridges
Gold Answer:      [['The Hireling']]
Predicted Ans:    The Hireling
Predicted Path:   Alan Bridges --[(INV) directed_by]--> The Hireling --[directed_by]--> Alan Bridges --[(INV) directed_by]--> The Hireling
Path (Raw):       Alan Bridges --[(INV) directed_by]--> The Hireling --[directed_by]--> Alan Bridges --[(INV) directed_by]--> The Hireling
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the miracle of bern
Start Entity:     The Miracle of Bern
Gold Answer:      [['John Goodman', 'Johanna Wokalek', 'David Wenham']]
Predicted Ans:    John Goodman
Predicted Path:   The Miracle of Bern --[directed_by]--> Sönke Wortmann --[(INV) directed_by]--> Pope Joan --[starred_actors]--> John Goodman
Path (Raw):       The Miracle of Bern --[directed_by]--> Sönke Wortmann --[(INV) directed_by]--> Pope Joan --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.062589
Path Entropy(↓):  0.232535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by alvin moscow released
Start Entity:     Alvin Moscow
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Alvin Moscow --[(INV) written_by]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Alvin Moscow --[No Operation]--> Alvin Moscow --[(INV) written_by]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by ann todd were in which languages
Start Entity:     Ann Todd
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Ann Todd --[(INV) starred_actors]--> The Paradine Case --[in_language]--> English
Path (Raw):       Ann Todd --[No Operation]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film cry of the banshee released
Start Entity:     Cry of the Banshee
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Cry of the Banshee --[release_year]--> 1970 --[(INV) release_year]--> A Swedish Love Story --[release_year]--> 1970
Path (Raw):       Cry of the Banshee --[release_year]--> 1970 --[(INV) release_year]--> A Swedish Love Story --[release_year]--> 1970
Neg LogProb(↓):   2.487477
Path Entropy(↓):  3.603940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film pet sematary starred which actors
Start Entity:     Pet Sematary
Gold Answer:      [['Fred Gwynne', 'Dale Midkiff', 'Denise Crosby']]
Predicted Ans:    Denise Crosby
Predicted Path:   Pet Sematary --[starred_actors]--> Denise Crosby --[(INV) starred_actors]--> Pet Sematary --[starred_actors]--> Denise Crosby
Path (Raw):       Pet Sematary --[starred_actors]--> Denise Crosby --[(INV) starred_actors]--> Pet Sematary --[starred_actors]--> Denise Crosby
Neg LogProb(↓):   0.427205
Path Entropy(↓):  0.751422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed crocodile dundee in los angeles
Start Entity:     Crocodile Dundee in Los Angeles
Gold Answer:      [['Family', 'Western', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Crocodile Dundee in Los Angeles --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Operation Dumbo Drop --[has_genre]--> Comedy
Path (Raw):       Crocodile Dundee in Los Angeles --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Operation Dumbo Drop --[has_genre]--> Comedy
Neg LogProb(↓):   0.001085
Path Entropy(↓):  0.009301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of boarding gate
Start Entity:     Boarding Gate
Gold Answer:      [['1998', '2008', '2004', '1996', '2014', '2002', '2012']]
Predicted Ans:    2007
Predicted Path:   Boarding Gate --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Boarding Gate --[release_year]--> 2007
Path (Raw):       Boarding Gate --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Boarding Gate --[release_year]--> 2007
Neg LogProb(↓):   1.517627
Path Entropy(↓):  1.849938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie urban legend
Start Entity:     Urban Legend
Gold Answer:      [['Darren Aronofsky', 'Jaco Van Dormael', 'Jon Avnet', 'Steve James', 'Mars Callahan', 'Eric Lartigau', 'Rafal Zielinski', 'Michael Rosenbaum', 'Darren Stein', 'Harvey Glazer', 'Glenn Gaylord', 'David Carson']]
Predicted Ans:    Eric Lartigau
Predicted Path:   Urban Legend --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[directed_by]--> Eric Lartigau
Path (Raw):       Urban Legend --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[directed_by]--> Eric Lartigau
Neg LogProb(↓):   0.080991
Path Entropy(↓):  0.310495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did bernie kopell act in
Start Entity:     Bernie Kopell
Gold Answer:      [['The Cutter']]
Predicted Ans:    The Cutter
Predicted Path:   Bernie Kopell --[(INV) starred_actors]--> The Cutter --[starred_actors]--> Bernie Kopell --[(INV) starred_actors]--> The Cutter
Path (Raw):       Bernie Kopell --[(INV) starred_actors]--> The Cutter --[starred_actors]--> Bernie Kopell --[(INV) starred_actors]--> The Cutter
Neg LogProb(↓):   0.014168
Path Entropy(↓):  0.083184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with zarafa in
Start Entity:     Zarafa
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Zarafa --[directed_by]--> Rémi Bezançon --[(INV) directed_by]--> Zarafa --[in_language]--> French
Path (Raw):       Zarafa --[directed_by]--> Rémi Bezançon --[(INV) directed_by]--> Zarafa --[in_language]--> French
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by parviz parastui fall under
Start Entity:     Parviz Parastui
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Parviz Parastui --[(INV) starred_actors]--> The Lizard --[has_genre]--> Comedy
Path (Raw):       Parviz Parastui --[No Operation]--> Parviz Parastui --[(INV) starred_actors]--> The Lizard --[has_genre]--> Comedy
Neg LogProb(↓):   0.446900
Path Entropy(↓):  0.653644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor toni garrido appeared in the same movie with who
Start Entity:     Toni Garrido
Gold Answer:      [['Patrícia França', 'Murilo Benício']]
Predicted Ans:    Murilo Benício
Predicted Path:   Toni Garrido --[(INV) starred_actors]--> Orfeu --[starred_actors]--> Murilo Benício
Path (Raw):       Toni Garrido --[No Operation]--> Toni Garrido --[(INV) starred_actors]--> Orfeu --[starred_actors]--> Murilo Benício
Neg LogProb(↓):   0.018247
Path Entropy(↓):  0.101788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by edward zwick were in which languages
Start Entity:     Edward Zwick
Gold Answer:      [['Cornish', 'German']]
Predicted Ans:    Cornish
Predicted Path:   Edward Zwick --[(INV) directed_by]--> Legends of the Fall --[in_language]--> Cornish
Path (Raw):       Edward Zwick --[No Operation]--> Edward Zwick --[(INV) directed_by]--> Legends of the Fall --[in_language]--> Cornish
Neg LogProb(↓):   0.004239
Path Entropy(↓):  0.030292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by istvan szabo
Start Entity:     István Szabó
Gold Answer:      [['1988', '1985', '1999', '1981', '2007']]
Predicted Ans:    1981
Predicted Path:   István Szabó --[(INV) written_by]--> Mephisto --[release_year]--> 1981
Path (Raw):       István Szabó --[No Operation]--> István Szabó --[(INV) written_by]--> Mephisto --[release_year]--> 1981
Neg LogProb(↓):   0.111149
Path Entropy(↓):  0.440860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by john lasseter
Start Entity:     John Lasseter
Gold Answer:      [['Bonnie Hunt', 'Owen Wilson', 'Larry the Cable Guy', 'Hayden Panettiere', 'Tom Hanks', 'Paul Newman', 'Emily Mortimer', 'Tim Allen', 'Joan Cusack', 'Kevin Spacey', 'Michael Caine', 'Dave Foley']]
Predicted Ans:    Paul Newman
Predicted Path:   John Lasseter --[(INV) directed_by]--> Cars --[starred_actors]--> Paul Newman
Path (Raw):       John Lasseter --[No Operation]--> John Lasseter --[(INV) directed_by]--> Cars --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.573572
Path Entropy(↓):  1.165093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie the green years
Start Entity:     The Green Years
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   The Green Years --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Path (Raw):       The Green Years --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Neg LogProb(↓):   1.529116
Path Entropy(↓):  2.708839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the love punch starred who
Start Entity:     The Love Punch
Gold Answer:      [['Dustin Hoffman', 'Emma Thompson', 'Tunde Adebimpe']]
Predicted Ans:    Tunde Adebimpe
Predicted Path:   The Love Punch --[written_by]--> Joel Hopkins --[(INV) written_by]--> Jump Tomorrow --[starred_actors]--> Tunde Adebimpe
Path (Raw):       The Love Punch --[written_by]--> Joel Hopkins --[(INV) written_by]--> Jump Tomorrow --[starred_actors]--> Tunde Adebimpe
Neg LogProb(↓):   0.000173
Path Entropy(↓):  0.001783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the trial of billy jack
Start Entity:     The Trial of Billy Jack
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Trial of Billy Jack --[written_by]--> Tom Laughlin --[(INV) written_by]--> Billy Jack --[has_genre]--> Drama
Path (Raw):       The Trial of Billy Jack --[written_by]--> Tom Laughlin --[(INV) written_by]--> Billy Jack --[has_genre]--> Drama
Neg LogProb(↓):   0.037355
Path Entropy(↓):  0.184261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by fox and his friends actors
Start Entity:     Fox and His Friends
Gold Answer:      [['Rainer Werner Fassbinder', 'Henry Levin', 'George Pal']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Fox and His Friends --[starred_actors]--> Karlheinz Böhm --[(INV) starred_actors]--> Martha --[directed_by]--> Rainer Werner Fassbinder
Path (Raw):       Fox and His Friends --[starred_actors]--> Karlheinz Böhm --[(INV) starred_actors]--> Martha --[directed_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.118219
Path Entropy(↓):  0.473058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of courtney b. vance
Start Entity:     Courtney B. Vance
Gold Answer:      [['Robbie Coltrane', 'Denzel Washington', 'Elijah Wood', 'Lonette McKee', 'Charles S. Dutton', 'Whitney Houston', 'Jason Robards']]
Predicted Ans:    Jason Robards
Predicted Path:   Courtney B. Vance --[(INV) starred_actors]--> The Adventures of Huck Finn --[starred_actors]--> Jason Robards
Path (Raw):       Courtney B. Vance --[No Operation]--> Courtney B. Vance --[(INV) starred_actors]--> The Adventures of Huck Finn --[starred_actors]--> Jason Robards
Neg LogProb(↓):   0.475278
Path Entropy(↓):  1.086875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by julia migenes
Start Entity:     Julia Migenes
Gold Answer:      [['Ludovic Halévy', 'Henri Meilhac', 'Francesco Rosi', 'Carlos Saura', 'Prosper Mérimée']]
Predicted Ans:    Ludovic Halévy
Predicted Path:   Julia Migenes --[(INV) starred_actors]--> Carmen --[written_by]--> Ludovic Halévy
Path (Raw):       Julia Migenes --[No Operation]--> Julia Migenes --[(INV) starred_actors]--> Carmen --[written_by]--> Ludovic Halévy
Neg LogProb(↓):   0.474448
Path Entropy(↓):  1.106280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by david byrne
Start Entity:     David Byrne
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   David Byrne --[(INV) written_by]--> True Stories --[release_year]--> 1986
Path (Raw):       David Byrne --[No Operation]--> David Byrne --[(INV) written_by]--> True Stories --[release_year]--> 1986
Neg LogProb(↓):   0.001283
Path Entropy(↓):  0.009820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of volunteers
Start Entity:     Volunteers
Gold Answer:      [['Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Volunteers --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> Volunteers --[has_genre]--> Comedy
Path (Raw):       Volunteers --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> Volunteers --[has_genre]--> Comedy
Neg LogProb(↓):   0.009658
Path Entropy(↓):  0.058115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie train
Start Entity:     Train
Gold Answer:      [['Thora Birch', 'Gideon Emery']]
Predicted Ans:    Brittany Murphy
Predicted Path:   Train --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[starred_actors]--> Brittany Murphy
Path (Raw):       Train --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[starred_actors]--> Brittany Murphy
Neg LogProb(↓):   0.093297
Path Entropy(↓):  0.310751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote wake island
Start Entity:     Wake Island
Gold Answer:      [['Comedy']]
Predicted Ans:    War
Predicted Path:   Wake Island --[written_by]--> Frank Butler --[(INV) written_by]--> Wake Island --[has_genre]--> War
Path (Raw):       Wake Island --[written_by]--> Frank Butler --[(INV) written_by]--> Wake Island --[has_genre]--> War
Neg LogProb(↓):   0.005410
Path Entropy(↓):  0.038776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the movies acted by david w. ross in
Start Entity:     David W. Ross
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   David W. Ross --[(INV) starred_actors]--> I Do --[in_language]--> French
Path (Raw):       David W. Ross --[No Operation]--> David W. Ross --[(INV) starred_actors]--> I Do --[in_language]--> French
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of different for girls
Start Entity:     Different for Girls
Gold Answer:      [['Dreaming of Joseph Lees', 'Maurice', 'Where Angels Fear to Tread', 'Blue Juice', 'Intimate Relations', 'Extreme Ops', 'The Sweeney', 'The Land Girls']]
Predicted Ans:    Intimate Relations
Predicted Path:   Different for Girls --[starred_actors]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations
Path (Raw):       Different for Girls --[starred_actors]--> Rupert Graves --[No Operation]--> Rupert Graves --[(INV) starred_actors]--> Intimate Relations
Neg LogProb(↓):   0.067406
Path Entropy(↓):  0.299781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie hans christian andersen, when was it released
Start Entity:     Hans Christian Andersen
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Hans Christian Andersen --[release_year]--> 1952 --[(INV) release_year]--> My Son John --[release_year]--> 1952
Path (Raw):       Hans Christian Andersen --[release_year]--> 1952 --[(INV) release_year]--> My Son John --[release_year]--> 1952
Neg LogProb(↓):   1.712344
Path Entropy(↓):  2.832374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did christian bisceglia write the story for
Start Entity:     Christian Bisceglia
Gold Answer:      [['The Haunting of Helena']]
Predicted Ans:    The Haunting of Helena
Predicted Path:   Christian Bisceglia --[(INV) written_by]--> The Haunting of Helena --[written_by]--> Christian Bisceglia --[(INV) written_by]--> The Haunting of Helena
Path (Raw):       Christian Bisceglia --[(INV) written_by]--> The Haunting of Helena --[written_by]--> Christian Bisceglia --[(INV) written_by]--> The Haunting of Helena
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did john steakley write
Start Entity:     John Steakley
Gold Answer:      [['Vampires']]
Predicted Ans:    Vampires
Predicted Path:   John Steakley --[(INV) written_by]--> Vampires --[written_by]--> John Steakley --[(INV) written_by]--> Vampires
Path (Raw):       John Steakley --[(INV) written_by]--> Vampires --[written_by]--> John Steakley --[(INV) written_by]--> Vampires
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with cast a deadly spell fall under
Start Entity:     Cast a Deadly Spell
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Cast a Deadly Spell --[directed_by]--> Martin Campbell --[(INV) directed_by]--> Vertical Limit --[has_genre]--> Action
Path (Raw):       Cast a Deadly Spell --[directed_by]--> Martin Campbell --[(INV) directed_by]--> Vertical Limit --[has_genre]--> Action
Neg LogProb(↓):   0.037716
Path Entropy(↓):  0.200254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by outlaw
Start Entity:     outlaw
Gold Answer:      [['The Adventures of Robin Hood']]
Predicted Ans:    Robin and the 7 Hoods
Predicted Path:   outlaw --[(INV) has_tags]--> The Adventures of Robin Hood --[has_tags]--> robin hood --[(INV) has_tags]--> Robin and the 7 Hoods
Path (Raw):       outlaw --[(INV) has_tags]--> The Adventures of Robin Hood --[has_tags]--> robin hood --[(INV) has_tags]--> Robin and the 7 Hoods
Neg LogProb(↓):   0.597967
Path Entropy(↓):  1.128767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by mike robe were released in which years
Start Entity:     Mike Robe
Gold Answer:      [['2009', '2007']]
Predicted Ans:    2009
Predicted Path:   Mike Robe --[(INV) directed_by]--> Northern Lights --[release_year]--> 2009
Path (Raw):       Mike Robe --[No Operation]--> Mike Robe --[(INV) directed_by]--> Northern Lights --[release_year]--> 2009
Neg LogProb(↓):   0.148956
Path Entropy(↓):  0.402099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Brian posehn appears in which movies
Start Entity:     Brian Posehn
Gold Answer:      [['The Comedians of Comedy']]
Predicted Ans:    The Comedians of Comedy
Predicted Path:   Brian Posehn --[(INV) starred_actors]--> The Comedians of Comedy --[starred_actors]--> Patton Oswalt --[(INV) starred_actors]--> The Comedians of Comedy
Path (Raw):       Brian Posehn --[(INV) starred_actors]--> The Comedians of Comedy --[starred_actors]--> Patton Oswalt --[(INV) starred_actors]--> The Comedians of Comedy
Neg LogProb(↓):   0.024602
Path Entropy(↓):  0.144304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in caught inside
Start Entity:     Caught Inside
Gold Answer:      [['Ben Oxenbould', 'Daisy Betts']]
Predicted Ans:    Daisy Betts
Predicted Path:   Caught Inside --[starred_actors]--> Daisy Betts --[(INV) starred_actors]--> Caught Inside --[starred_actors]--> Daisy Betts
Path (Raw):       Caught Inside --[starred_actors]--> Daisy Betts --[(INV) starred_actors]--> Caught Inside --[starred_actors]--> Daisy Betts
Neg LogProb(↓):   0.007164
Path Entropy(↓):  0.047386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film 10 to midnight were in which languages
Start Entity:     10 to Midnight
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   10 to Midnight --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Path (Raw):       10 to Midnight --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[in_language]--> Italian
Neg LogProb(↓):   0.001737
Path Entropy(↓):  0.014368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Miracles is a film written by this person
Start Entity:     Miracles
Gold Answer:      [['Jim Kouf']]
Predicted Ans:    Jim Kouf
Predicted Path:   Miracles --[written_by]--> Jim Kouf --[(INV) written_by]--> Secret Admirer --[written_by]--> Jim Kouf
Path (Raw):       Miracles --[written_by]--> Jim Kouf --[(INV) written_by]--> Secret Admirer --[written_by]--> Jim Kouf
Neg LogProb(↓):   0.178306
Path Entropy(↓):  0.707966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did john green write the story for
Start Entity:     John Green
Gold Answer:      [['The Fault in Our Stars']]
Predicted Ans:    The Fault in Our Stars
Predicted Path:   John Green --[(INV) written_by]--> The Fault in Our Stars --[written_by]--> John Green --[(INV) written_by]--> The Fault in Our Stars
Path (Raw):       John Green --[(INV) written_by]--> The Fault in Our Stars --[written_by]--> John Green --[(INV) written_by]--> The Fault in Our Stars
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of fitzcarraldo
Start Entity:     Fitzcarraldo
Gold Answer:      [['Count Dracula', 'Woyzeck', 'The Great Silence', 'Android', 'Cobra Verde', 'Venom', 'Vampire in Venice', 'A Bullet for the General', 'Nosferatu the Vampyre', 'Portrait Werner Herzog', 'Crawlspace', 'Aguirre, the Wrath of God']]
Predicted Ans:    Vampire in Venice
Predicted Path:   Fitzcarraldo --[starred_actors]--> Klaus Kinski --[(INV) starred_actors]--> Vampire in Venice
Path (Raw):       Fitzcarraldo --[starred_actors]--> Klaus Kinski --[No Operation]--> Klaus Kinski --[(INV) starred_actors]--> Vampire in Venice
Neg LogProb(↓):   0.412536
Path Entropy(↓):  1.027599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by martin donovan were in which genres
Start Entity:     Martin Donovan
Gold Answer:      [['Drama', 'Thriller', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Martin Donovan --[(INV) starred_actors]--> Pipe Dream --[has_genre]--> Comedy
Path (Raw):       Martin Donovan --[No Operation]--> Martin Donovan --[(INV) starred_actors]--> Pipe Dream --[has_genre]--> Comedy
Neg LogProb(↓):   0.084262
Path Entropy(↓):  0.388487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by kenny kirkland
Start Entity:     Kenny Kirkland
Gold Answer:      [['Michael Apted']]
Predicted Ans:    Michael Apted
Predicted Path:   Kenny Kirkland --[(INV) starred_actors]--> Bring on the Night --[directed_by]--> Michael Apted
Path (Raw):       Kenny Kirkland --[No Operation]--> Kenny Kirkland --[(INV) starred_actors]--> Bring on the Night --[directed_by]--> Michael Apted
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film brewster's millions were released in which years
Start Entity:     Brewster's Millions
Gold Answer:      [['1980', '2006', '1985', '1984', '1977', '1982', '1973', '1983', '1976', '1995', '1972', '1990', '1989', '1981', '1988', '1978', '1991', '1987', '1986']]
Predicted Ans:    1978
Predicted Path:   Brewster's Millions --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> Blue Collar --[release_year]--> 1978
Path (Raw):       Brewster's Millions --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> Blue Collar --[release_year]--> 1978
Neg LogProb(↓):   1.078451
Path Entropy(↓):  1.381010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by john scott shepherd
Start Entity:     John Scott Shepherd
Gold Answer:      [['John Pasquin']]
Predicted Ans:    John Pasquin
Predicted Path:   John Scott Shepherd --[(INV) written_by]--> Joe Somebody --[directed_by]--> John Pasquin
Path (Raw):       John Scott Shepherd --[No Operation]--> John Scott Shepherd --[(INV) written_by]--> Joe Somebody --[directed_by]--> John Pasquin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of martin
Start Entity:     Martin
Gold Answer:      [['Karl Hardman', "Judith O'Dea", 'Leslie Nielsen', 'Duane Jones', 'Radha Mitchell', 'Sarah Polley', 'Ving Rhames', 'Fritz Weaver', 'Alan Van Sprang', 'Peter Stormare', 'Ken Foree', 'Amy Madigan', 'Adrienne Barbeau', 'Leslie Hope', 'Jake Weber', 'Hal Holbrook', 'Harold Wayne Jones', 'Timothy Olyphant', 'Will MacMillan', 'Lane Carroll', 'Jason Flemyng', 'Timothy Hutton', 'Gaylen Ross', 'David Emge', 'Michael Rooker']]
Predicted Ans:    Adrienne Barbeau
Predicted Path:   Martin --[directed_by]--> George A. Romero --[(INV) directed_by]--> Creepshow --[starred_actors]--> Adrienne Barbeau
Path (Raw):       Martin --[directed_by]--> George A. Romero --[(INV) directed_by]--> Creepshow --[starred_actors]--> Adrienne Barbeau
Neg LogProb(↓):   0.872704
Path Entropy(↓):  1.509705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with a wedding in
Start Entity:     A Wedding
Gold Answer:      [['Portuguese', 'Irish', 'English', 'Greek', 'Czech']]
Predicted Ans:    English
Predicted Path:   A Wedding --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Path (Raw):       A Wedding --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.261453
Path Entropy(↓):  1.599939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with morituri in
Start Entity:     Morituri
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Morituri --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I --[in_language]--> English
Path (Raw):       Morituri --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> The King and I --[in_language]--> English
Neg LogProb(↓):   0.700227
Path Entropy(↓):  1.036032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie wonderland
Start Entity:     Wonderland
Gold Answer:      [['Michael Winterbottom', 'Jim Thompson', 'Michael Nicholson', 'Naomi Klein', 'Frank Cottrell Boyce', 'Hossein Amini', 'Thomas Hardy', 'Mariane Pearl']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   Wonderland --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Path (Raw):       Wonderland --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Neg LogProb(↓):   0.252107
Path Entropy(↓):  1.009909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with tom barry
Start Entity:     Tom Barry
Gold Answer:      [['O. Henry']]
Predicted Ans:    Tom Barry
Predicted Path:   Tom Barry --[(INV) written_by]--> In Old Arizona --[written_by]--> Tom Barry
Path (Raw):       Tom Barry --[No Operation]--> Tom Barry --[(INV) written_by]--> In Old Arizona --[written_by]--> Tom Barry
Neg LogProb(↓):   0.000791
Path Entropy(↓):  0.006437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of flipped also starred in which movies
Start Entity:     Flipped
Gold Answer:      [['Mr. North', 'Guilty as Sin', 'The Con', 'Downtown', 'Gotcha!', 'Swing Vote', 'Runaway Train', 'Top Gun', 'Apartment 1303 3D', 'And God Created Woman', 'The Winner', 'Revenge of the Nerds', 'Zodiac', 'Miracle Mile', 'Never Talk to Strangers', 'The Spy Next Door', "The Slugger's Wife", 'Feds', 'The Hand That Rocks the Cradle', 'Music Within', 'Beneath the Harvest Sky', 'Risky Business']]
Predicted Ans:    Flipped
Predicted Path:   Flipped --[starred_actors]--> Callan McAuliffe --[(INV) starred_actors]--> Flipped
Path (Raw):       Flipped --[No Operation]--> Flipped --[starred_actors]--> Callan McAuliffe --[(INV) starred_actors]--> Flipped
Neg LogProb(↓):   0.512377
Path Entropy(↓):  0.987460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in ethan hawke acted films
Start Entity:     Ethan Hawke
Gold Answer:      [['French', 'English', 'Polish', 'Japanese', 'Italian', 'Russian']]
Predicted Ans:    French
Predicted Path:   Ethan Hawke --[(INV) starred_actors]--> Before Sunset --[in_language]--> French
Path (Raw):       Ethan Hawke --[No Operation]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunset --[in_language]--> French
Neg LogProb(↓):   2.028367
Path Entropy(↓):  0.458722
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by charles haid in
Start Entity:     Charles Haid
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Charles Haid --[(INV) starred_actors]--> Altered States --[has_genre]--> Horror
Path (Raw):       Charles Haid --[No Operation]--> Charles Haid --[(INV) starred_actors]--> Altered States --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film one hour with you
Start Entity:     One Hour with You
Gold Answer:      [['1962', '1934', '1966', '1960', '1940', '1936', '1952', '1938', '1929', '1932', '1935', '2011', '1937', '1930', '1931']]
Predicted Ans:    1932
Predicted Path:   One Hour with You --[starred_actors]--> Maurice Chevalier --[(INV) starred_actors]--> One Hour with You --[release_year]--> 1932
Path (Raw):       One Hour with You --[starred_actors]--> Maurice Chevalier --[(INV) starred_actors]--> One Hour with You --[release_year]--> 1932
Neg LogProb(↓):   0.944286
Path Entropy(↓):  1.947461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is hit man
Start Entity:     Hit Man
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Hit Man --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Hit Man --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   0.935232
Path Entropy(↓):  1.984739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the queen of spades
Start Entity:     The Queen of Spades
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Queen of Spades --[written_by]--> Alexander Pushkin --[(INV) written_by]--> Onegin --[has_genre]--> Drama
Path (Raw):       The Queen of Spades --[written_by]--> Alexander Pushkin --[(INV) written_by]--> Onegin --[has_genre]--> Drama
Neg LogProb(↓):   0.001840
Path Entropy(↓):  0.013416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of funny about love
Start Entity:     Funny About Love
Gold Answer:      [['Holy Matrimony', 'The Good Mother']]
Predicted Ans:    Funny About Love
Predicted Path:   Funny About Love --[directed_by]--> Leonard Nimoy --[(INV) directed_by]--> Funny About Love
Path (Raw):       Funny About Love --[No Operation]--> Funny About Love --[directed_by]--> Leonard Nimoy --[(INV) directed_by]--> Funny About Love
Neg LogProb(↓):   0.014359
Path Entropy(↓):  0.079411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did shane briant star in
Start Entity:     Shane Briant
Gold Answer:      [['Frankenstein and the Monster from Hell']]
Predicted Ans:    Frankenstein and the Monster from Hell
Predicted Path:   Shane Briant --[(INV) starred_actors]--> Frankenstein and the Monster from Hell --[starred_actors]--> David Prowse --[(INV) starred_actors]--> Frankenstein and the Monster from Hell
Path (Raw):       Shane Briant --[(INV) starred_actors]--> Frankenstein and the Monster from Hell --[starred_actors]--> David Prowse --[(INV) starred_actors]--> Frankenstein and the Monster from Hell
Neg LogProb(↓):   0.004443
Path Entropy(↓):  0.028498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the seventh victim
Start Entity:     The Seventh Victim
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Seventh Victim --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The Seventh Victim --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.477086
Path Entropy(↓):  3.948756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by chester erskine
Start Entity:     Chester Erskine
Gold Answer:      [['Betty MacDonald', 'Fred F. Finklehoffe']]
Predicted Ans:    Fred F. Finklehoffe
Predicted Path:   Chester Erskine --[(INV) directed_by]--> The Egg and I --[written_by]--> Fred F. Finklehoffe
Path (Raw):       Chester Erskine --[No Operation]--> Chester Erskine --[(INV) directed_by]--> The Egg and I --[written_by]--> Fred F. Finklehoffe
Neg LogProb(↓):   0.016778
Path Entropy(↓):  0.094975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote i'm gonna git you sucka
Start Entity:     I'm Gonna Git You Sucka
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   I'm Gonna Git You Sucka --[written_by]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[has_genre]--> Comedy
Path (Raw):       I'm Gonna Git You Sucka --[written_by]--> Keenen Ivory Wayans --[(INV) written_by]--> White Chicks --[has_genre]--> Comedy
Neg LogProb(↓):   0.001028
Path Entropy(↓):  0.008793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of peter phelps starred movies
Start Entity:     Peter Phelps
Gold Answer:      [['John Tatoulis']]
Predicted Ans:    John Tatoulis
Predicted Path:   Peter Phelps --[(INV) starred_actors]--> Zone 39 --[directed_by]--> John Tatoulis
Path (Raw):       Peter Phelps --[No Operation]--> Peter Phelps --[(INV) starred_actors]--> Zone 39 --[directed_by]--> John Tatoulis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in alibi
Start Entity:     Alibi
Gold Answer:      [['War']]
Predicted Ans:    Wallace Beery
Predicted Path:   Alibi --[starred_actors]--> Chester Morris --[(INV) starred_actors]--> The Big House --[starred_actors]--> Wallace Beery
Path (Raw):       Alibi --[starred_actors]--> Chester Morris --[(INV) starred_actors]--> The Big House --[starred_actors]--> Wallace Beery
Neg LogProb(↓):   0.612422
Path Entropy(↓):  1.096603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of fourteen hours also directed which movies
Start Entity:     Fourteen Hours
Gold Answer:      [['Raid on Rommel', 'The Sons of Katie Elder', 'The Real Glory', 'Johnny Apollo', 'Seven Thieves', 'Peter Ibbetson', 'Legend of the Lost', 'Call Northside 777', 'Niagara', 'Kiss of Death', 'The Trail of the Lonesome Pine', 'The Dark Corner', 'Now and Forever', 'Nevada Smith', 'Sundown', 'The House on 92nd Street', 'How the West Was Won', 'True Grit', 'North to Alaska', 'The Shepherd of the Hills', 'Down to the Sea in Ships', 'The Lives of a Bengal Lancer', '5 Card Stud', 'Wing and a Prayer', '23 Paces to Baker Street', 'Nob Hill']]
Predicted Ans:    5 Card Stud
Predicted Path:   Fourteen Hours --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud
Path (Raw):       Fourteen Hours --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[No Operation]--> 5 Card Stud
Neg LogProb(↓):   0.650333
Path Entropy(↓):  1.368914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film husbands
Start Entity:     Husbands
Gold Answer:      [['John Cassavetes']]
Predicted Ans:    John Cassavetes
Predicted Path:   Husbands --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[written_by]--> John Cassavetes
Path (Raw):       Husbands --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.013696
Path Entropy(↓):  0.072751
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by bronwen hughes
Start Entity:     Bronwen Hughes
Gold Answer:      [['Louise Fitzhugh']]
Predicted Ans:    Bronwen Hughes
Predicted Path:   Bronwen Hughes --[(INV) directed_by]--> Forces of Nature --[directed_by]--> Bronwen Hughes
Path (Raw):       Bronwen Hughes --[No Operation]--> Bronwen Hughes --[(INV) directed_by]--> Forces of Nature --[directed_by]--> Bronwen Hughes
Neg LogProb(↓):   0.013163
Path Entropy(↓):  0.069742
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films directed by lasse hallstrom
Start Entity:     Lasse Hallström
Gold Answer:      [['Charlotte Le Bon', 'Emily Blunt', 'Manish Dayal', 'Jennifer Lopez', 'Juliette Lewis', 'Holly Hunter', 'Kevin Spacey', 'Julianne Moore', 'Judi Dench', 'Gena Rowlands', 'Tomas von Brömssen', 'Anton Glanzelius', 'Melinda Kinnaman', 'Channing Tatum', 'Robert Redford', 'Julianne Hough', 'François Cluzet', 'Dennis Quaid', 'Julia Roberts', 'Johnny Depp', 'Amanda Seyfried', 'Leonardo DiCaprio', 'Heath Ledger', 'Cate Blanchett', 'Robert Duvall', 'Isaach De Bankolé', 'Giulia Boschi', 'Laura San Giacomo', 'Richard Dreyfuss', 'Danny Aiello', 'Morgan Freeman', 'Amr Waked', 'Helen Mirren', 'Om Puri']]
Predicted Ans:    Helen Mirren
Predicted Path:   Lasse Hallström --[(INV) directed_by]--> The Hundred-Foot Journey --[starred_actors]--> Helen Mirren
Path (Raw):       Lasse Hallström --[No Operation]--> Lasse Hallström --[(INV) directed_by]--> The Hundred-Foot Journey --[starred_actors]--> Helen Mirren
Neg LogProb(↓):   0.747914
Path Entropy(↓):  1.051118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by tatsuya ishihara released
Start Entity:     Tatsuya Ishihara
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Tatsuya Ishihara --[(INV) directed_by]--> The Disappearance of Haruhi Suzumiya --[release_year]--> 2010
Path (Raw):       Tatsuya Ishihara --[No Operation]--> Tatsuya Ishihara --[(INV) directed_by]--> The Disappearance of Haruhi Suzumiya --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by scott kalvert
Start Entity:     Scott Kalvert
Gold Answer:      [['1995', '2002']]
Predicted Ans:    2002
Predicted Path:   Scott Kalvert --[(INV) directed_by]--> Deuces Wild --[release_year]--> 2002
Path (Raw):       Scott Kalvert --[No Operation]--> Scott Kalvert --[(INV) directed_by]--> Deuces Wild --[release_year]--> 2002
Neg LogProb(↓):   0.020360
Path Entropy(↓):  0.098638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what hana and alice is about
Start Entity:     Hana and Alice
Gold Answer:      [['shunji iwai']]
Predicted Ans:    shunji iwai
Predicted Path:   Hana and Alice --[has_tags]--> shunji iwai --[(INV) has_tags]--> All About Lily Chou-Chou --[has_tags]--> shunji iwai
Path (Raw):       Hana and Alice --[has_tags]--> shunji iwai --[(INV) has_tags]--> All About Lily Chou-Chou --[has_tags]--> shunji iwai
Neg LogProb(↓):   0.004500
Path Entropy(↓):  0.028750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does hanna mangan lawrence appear in
Start Entity:     Hanna Mangan Lawrence
Gold Answer:      [['The Reckoning']]
Predicted Ans:    The Reckoning
Predicted Path:   Hanna Mangan Lawrence --[(INV) starred_actors]--> The Reckoning --[starred_actors]--> Jonathan LaPaglia --[(INV) starred_actors]--> The Reckoning
Path (Raw):       Hanna Mangan Lawrence --[(INV) starred_actors]--> The Reckoning --[starred_actors]--> Jonathan LaPaglia --[(INV) starred_actors]--> The Reckoning
Neg LogProb(↓):   0.064872
Path Entropy(↓):  0.277744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by cornelius ryan
Start Entity:     Cornelius Ryan
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Cornelius Ryan --[(INV) written_by]--> The Longest Day --[in_language]--> French
Path (Raw):       Cornelius Ryan --[No Operation]--> Cornelius Ryan --[(INV) written_by]--> The Longest Day --[in_language]--> French
Neg LogProb(↓):   0.208775
Path Entropy(↓):  0.524627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote exodus
Start Entity:     Exodus
Gold Answer:      [['1962', '1971', '1944', '1957', '1960', '1950', '1951', '1959', '1973', '1961', '1953', '1981', '1969', '1941', '1955', '1958', '1943']]
Predicted Ans:    1960
Predicted Path:   Exodus --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus --[release_year]--> 1960
Path (Raw):       Exodus --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Spartacus --[release_year]--> 1960
Neg LogProb(↓):   1.659514
Path Entropy(↓):  2.574427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of blood alley
Start Entity:     Blood Alley
Gold Answer:      [['Patrick Wayne', 'Jim Hutton', 'David Janssen', 'Christopher Mitchum', 'Richard Widmark', 'Billy Bob Thornton', 'Frankie Avalon', 'Aldo Ray', 'Laurence Harvey', 'Richard Boone', 'John Wayne', 'Dennis Quaid', 'Jason Patric', 'Nehemiah Persoff', 'Ina Balin', 'Stuart Whitman']]
Predicted Ans:    John Wayne
Predicted Path:   Blood Alley --[directed_by]--> John Wayne --[(INV) directed_by]--> Big Jake --[starred_actors]--> John Wayne
Path (Raw):       Blood Alley --[directed_by]--> John Wayne --[(INV) directed_by]--> Big Jake --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.070684
Path Entropy(↓):  0.264698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Hoji fortuna appears in which movies
Start Entity:     Hoji Fortuna
Gold Answer:      [['Viva Riva!']]
Predicted Ans:    Viva Riva!
Predicted Path:   Hoji Fortuna --[(INV) starred_actors]--> Viva Riva! --[starred_actors]--> Manie Malone --[(INV) starred_actors]--> Viva Riva!
Path (Raw):       Hoji Fortuna --[(INV) starred_actors]--> Viva Riva! --[starred_actors]--> Manie Malone --[(INV) starred_actors]--> Viva Riva!
Neg LogProb(↓):   0.024573
Path Entropy(↓):  0.124201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor carroll baker starred together with who
Start Entity:     Carroll Baker
Gold Answer:      [['Henry Fonda', 'James Shigeta', 'James Yagi', 'Elizabeth Taylor', "Michael O'Keefe", 'Jack Nicholson', 'Alan Ladd', 'Gregory Peck', 'Lee J. Cobb', 'Richard Widmark', 'Kyle Richards', 'Charlton Heston', 'Karl Malden', 'Bette Davis', 'George Peppard', 'Jeff Daniels', 'Meryl Streep', 'James Dean', 'Carolyn Jones', 'Ralph Meeker', 'Mildred Dunnock', 'Melanie Griffith', 'Eli Wallach', 'Jean Simmons', 'Clark Gable', 'Rock Hudson']]
Predicted Ans:    Eli Wallach
Predicted Path:   Carroll Baker --[(INV) starred_actors]--> Baby Doll --[starred_actors]--> Eli Wallach
Path (Raw):       Carroll Baker --[No Operation]--> Carroll Baker --[(INV) starred_actors]--> Baby Doll --[starred_actors]--> Eli Wallach
Neg LogProb(↓):   1.334516
Path Entropy(↓):  1.870827
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by don gordon
Start Entity:     Don Gordon
Gold Answer:      [['Philippe Mora']]
Predicted Ans:    Philippe Mora
Predicted Path:   Don Gordon --[(INV) starred_actors]--> The Beast Within --[directed_by]--> Philippe Mora
Path (Raw):       Don Gordon --[No Operation]--> Don Gordon --[(INV) starred_actors]--> The Beast Within --[directed_by]--> Philippe Mora
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of black sabbath were directed by who
Start Entity:     Black Sabbath
Gold Answer:      [['Mario Bava']]
Predicted Ans:    Mario Bava
Predicted Path:   Black Sabbath --[written_by]--> Mario Bava --[(INV) written_by]--> Black Sabbath --[directed_by]--> Mario Bava
Path (Raw):       Black Sabbath --[written_by]--> Mario Bava --[(INV) written_by]--> Black Sabbath --[directed_by]--> Mario Bava
Neg LogProb(↓):   0.065984
Path Entropy(↓):  0.311401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie miracle at st. anna were in which languages
Start Entity:     Miracle at St. Anna
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   Miracle at St. Anna --[directed_by]--> Spike Lee --[(INV) directed_by]--> Oldboy --[in_language]--> Korean
Path (Raw):       Miracle at St. Anna --[directed_by]--> Spike Lee --[(INV) directed_by]--> Oldboy --[in_language]--> Korean
Neg LogProb(↓):   0.009303
Path Entropy(↓):  0.072341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film a talking picture were in which genres
Start Entity:     A Talking Picture
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   A Talking Picture --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Path (Raw):       A Talking Picture --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[has_genre]--> Drama
Neg LogProb(↓):   1.199404
Path Entropy(↓):  2.304769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with carbine williams fall under
Start Entity:     Carbine Williams
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Carbine Williams --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man from Laramie --[has_genre]--> Western
Path (Raw):       Carbine Williams --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The Man from Laramie --[has_genre]--> Western
Neg LogProb(↓):   1.000601
Path Entropy(↓):  2.211930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by david keating in
Start Entity:     David Keating
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   David Keating --[(INV) written_by]--> Wake Wood --[has_genre]--> Horror
Path (Raw):       David Keating --[No Operation]--> David Keating --[(INV) written_by]--> Wake Wood --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film nothing were in which languages
Start Entity:     Nothing
Gold Answer:      [['French']]
Predicted Ans:    2003
Predicted Path:   Nothing --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Nothing --[release_year]--> 2003
Path (Raw):       Nothing --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Nothing --[release_year]--> 2003
Neg LogProb(↓):   0.571749
Path Entropy(↓):  0.923184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of the autobiography of miss jane pittman also wrote which films
Start Entity:     The Autobiography of Miss Jane Pittman
Gold Answer:      [['A Gathering of Old Men', 'A Lesson Before Dying']]
Predicted Ans:    A Gathering of Old Men
Predicted Path:   The Autobiography of Miss Jane Pittman --[written_by]--> Ernest J. Gaines --[(INV) written_by]--> A Gathering of Old Men
Path (Raw):       The Autobiography of Miss Jane Pittman --[written_by]--> Ernest J. Gaines --[(INV) written_by]--> A Gathering of Old Men --[No Operation]--> A Gathering of Old Men
Neg LogProb(↓):   0.001126
Path Entropy(↓):  0.009540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jay duplass were released in which years
Start Entity:     Jay Duplass
Gold Answer:      [['2008', '2005']]
Predicted Ans:    2005
Predicted Path:   Jay Duplass --[(INV) written_by]--> The Puffy Chair --[release_year]--> 2005
Path (Raw):       Jay Duplass --[No Operation]--> Jay Duplass --[(INV) written_by]--> The Puffy Chair --[release_year]--> 2005
Neg LogProb(↓):   0.635825
Path Entropy(↓):  0.691463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by frank ramirez
Start Entity:     Frank Ramírez
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Frank Ramírez --[(INV) written_by]--> La estrategia del caracol --[has_genre]--> Comedy
Path (Raw):       Frank Ramírez --[No Operation]--> Frank Ramírez --[(INV) written_by]--> La estrategia del caracol --[has_genre]--> Comedy
Neg LogProb(↓):   0.401116
Path Entropy(↓):  0.634502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with meantime fall under
Start Entity:     Meantime
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Meantime --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[has_genre]--> Drama
Path (Raw):       Meantime --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked --[has_genre]--> Drama
Neg LogProb(↓):   0.480717
Path Entropy(↓):  0.860907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the idiots
Start Entity:     The Idiots
Gold Answer:      [['Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   The Idiots --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Dancer in the Dark --[directed_by]--> Lars von Trier
Path (Raw):       The Idiots --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Dancer in the Dark --[directed_by]--> Lars von Trier
Neg LogProb(↓):   0.962844
Path Entropy(↓):  1.413648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in road house also appears in which movies
Start Entity:     Road House
Gold Answer:      [['They Drive by Night', 'California Conquest', 'They All Laughed', 'Black Dog', 'Virtuosity', 'Alvarez Kelly', 'Curly Sue', "The Devil's Rain", 'Tombstone', 'Broken Lance', 'Forever Amber', 'Opening Night', 'The Fox and the Hound 2', 'The Snake Pit', 'Youngblood', 'Letters from a Killer', 'The Quick and the Dead', 'Moontide', 'Time Limit', 'Come to the Stable', 'Rollercoaster', 'Escape Me Never', 'Tales of Ordinary Madness', 'Junior Bonner', 'High Sierra', 'Ghost', 'Shockproof', 'Private Hell 36', 'The Bedford Incident', 'The Bigamist', 'Madigan', 'Halls of Montezuma', 'The Swarm', 'Mask', 'Point Break', 'On Dangerous Ground', 'The Tender Trap', 'A Carol for Another Christmas', "At Sword's Point", 'Destination Gobi', 'Father Hood', 'Night and the City', 'Husbands', 'Lifeguard', 'The Lone Wolf Spy Hunt', 'Dirty Dancing', 'No Way Out', "Buffalo '66", 'The Spanish Prisoner', 'The Alamo', 'The Greatest Show on Earth', 'The Last Wagon', 'Barnyard', 'The Strange One', 'Panic in the Streets', 'Champagne for Caesar', 'Keeping Mum', 'Avenger', 'The Shadow Riders', "Heaven's Prisoners", "King Solomon's Mines", 'Next of Kin', 'Ladies in Retirement', 'The Big Knife', 'Grandview, U.S.A.', 'Out of the Fog', 'To the Devil a Daughter', 'The Trial of Lee Harvey Oswald', 'Kiss of Death', 'The Cobweb', 'Three Wishes', 'Joe Somebody', 'Leave Her to Heaven', 'All About Eve', 'Red Dawn', 'Drugstore Cowboy', 'Three of Hearts', 'Prancer', "Don't Bother to Knock", 'Judgment at Nuremberg', 'Cheyenne Autumn', 'Two Rode Together', 'The Fifth Musketeer', 'Down to the Sea in Ships', 'A Song to Remember', 'Mr. Magoo', 'The Man I Love', 'Capone', "Gentleman's Agreement", 'Green Dragon', 'Pickup on South Street', 'City of Joy', 'The Sea Wolf', 'Lust for Gold', 'Anatomy of a Murder', 'The Naked Prey', 'The Legacy', 'The Killing of a Chinese Bookie', 'Hulk', 'Warlock', 'Hell and High Water', 'Beach Red', 'Take the High Ground!', 'Backlash', 'Fatal Beauty', 'The Long Ships', 'The Bridge at Remagen', 'The Outsiders', 'Tall Tale']]
Predicted Ans:    Red Dawn
Predicted Path:   Road House --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> Red Dawn
Path (Raw):       Road House --[starred_actors]--> Patrick Swayze --[No Operation]--> Patrick Swayze --[(INV) starred_actors]--> Red Dawn
Neg LogProb(↓):   0.483761
Path Entropy(↓):  1.245799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by fabian
Start Entity:     Fabian
Gold Answer:      [['Ladislas Fodor', 'Edward Streeter']]
Predicted Ans:    Ladislas Fodor
Predicted Path:   Fabian --[(INV) starred_actors]--> North to Alaska --[written_by]--> Ladislas Fodor
Path (Raw):       Fabian --[No Operation]--> Fabian --[(INV) starred_actors]--> North to Alaska --[written_by]--> Ladislas Fodor
Neg LogProb(↓):   0.382951
Path Entropy(↓):  0.893937
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie crisscross
Start Entity:     CrissCross
Gold Answer:      [['Olivia Goldsmith', 'Harry Ralston', 'Robert Towne', 'Terence Frisby', 'Neil Simon', 'Barry Levinson', 'Abe Burrows', 'Warren Beatty', 'Bob Dolman', 'Larry Brown', 'David Koepp', 'Colin Higgins', 'Leonard Gershe', 'Buck Henry', 'Steven Spielberg', 'Valerie Curtin', 'Pierre Barillet', 'Arliss Howard', 'Martin Donovan', 'Richard Brooks', 'James Howard', 'Mark Milgard']]
Predicted Ans:    Terence Frisby
Predicted Path:   CrissCross --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[written_by]--> Terence Frisby
Path (Raw):       CrissCross --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[written_by]--> Terence Frisby
Neg LogProb(↓):   1.009727
Path Entropy(↓):  1.863748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie let's be cops
Start Entity:     Let's Be Cops
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Let's Be Cops --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Let's Be Cops --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.939299
Path Entropy(↓):  4.292710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by margaret fitts
Start Entity:     Margaret Fitts
Gold Answer:      [['Eleanor Parker', 'Clark Gable']]
Predicted Ans:    Clark Gable
Predicted Path:   Margaret Fitts --[(INV) written_by]--> The King and Four Queens --[starred_actors]--> Clark Gable
Path (Raw):       Margaret Fitts --[No Operation]--> Margaret Fitts --[(INV) written_by]--> The King and Four Queens --[starred_actors]--> Clark Gable
Neg LogProb(↓):   0.001012
Path Entropy(↓):  0.007984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Fly away home is a film written by this person
Start Entity:     Fly Away Home
Gold Answer:      [['Bill Lishman']]
Predicted Ans:    Bill Lishman
Predicted Path:   Fly Away Home --[written_by]--> Bill Lishman --[(INV) written_by]--> Fly Away Home --[written_by]--> Bill Lishman
Path (Raw):       Fly Away Home --[written_by]--> Bill Lishman --[(INV) written_by]--> Fly Away Home --[written_by]--> Bill Lishman
Neg LogProb(↓):   0.000679
Path Entropy(↓):  0.005950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of son of paleface
Start Entity:     Son of Paleface
Gold Answer:      [['Richard Harris', 'Tony Randall', 'Rod Taylor', 'Joan Blondell', 'Jayne Mansfield', 'Doris Day', 'Dick Powell', 'Betsy Drake', 'Tom Ewell', "Edmond O'Brien", 'Jerry Lewis', 'Debbie Reynolds', 'Julie London', 'Arthur Godfrey']]
Predicted Ans:    Richard Harris
Predicted Path:   Son of Paleface --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> Caprice --[starred_actors]--> Richard Harris
Path (Raw):       Son of Paleface --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> Caprice --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.807366
Path Entropy(↓):  1.418711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by tetsuro takeuchi in
Start Entity:     Tetsuro Takeuchi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Tetsuro Takeuchi --[(INV) written_by]--> Wild Zero --[in_language]--> Japanese
Path (Raw):       Tetsuro Takeuchi --[No Operation]--> Tetsuro Takeuchi --[(INV) written_by]--> Wild Zero --[in_language]--> Japanese
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by wiebke von carolsfeld
Start Entity:     Wiebke von Carolsfeld
Gold Answer:      [['Ewan McGregor', 'Ryan Gosling', 'Naomi Watts']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Wiebke von Carolsfeld --[(INV) written_by]--> Stay --[starred_actors]--> Ewan McGregor
Path (Raw):       Wiebke von Carolsfeld --[No Operation]--> Wiebke von Carolsfeld --[(INV) written_by]--> Stay --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.138605
Path Entropy(↓):  0.471211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by glen morgan
Start Entity:     Glen Morgan
Gold Answer:      [['Keir Dullea', 'Margot Kidder', 'Katie Cassidy', 'Lacey Chabert', 'Mary Elizabeth Winstead', 'Olivia Hussey', 'Michelle Trachtenberg', 'John Saxon']]
Predicted Ans:    Olivia Hussey
Predicted Path:   Glen Morgan --[(INV) directed_by]--> Black Christmas --[starred_actors]--> Olivia Hussey
Path (Raw):       Glen Morgan --[No Operation]--> Glen Morgan --[(INV) directed_by]--> Black Christmas --[starred_actors]--> Olivia Hussey
Neg LogProb(↓):   0.016967
Path Entropy(↓):  0.096528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie days of darkness were in which genres
Start Entity:     Days of Darkness
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Days of Darkness --[directed_by]--> Denys Arcand --[(INV) directed_by]--> The Decline of the American Empire --[has_genre]--> Comedy
Path (Raw):       Days of Darkness --[directed_by]--> Denys Arcand --[(INV) directed_by]--> The Decline of the American Empire --[has_genre]--> Comedy
Neg LogProb(↓):   1.342496
Path Entropy(↓):  1.851395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of rick
Start Entity:     Rick
Gold Answer:      [['Brad Silberling']]
Predicted Ans:    Brad Silberling
Predicted Path:   Rick --[written_by]--> Daniel Handler --[(INV) written_by]--> Lemony Snicket's A Series of Unfortunate Events --[directed_by]--> Brad Silberling
Path (Raw):       Rick --[written_by]--> Daniel Handler --[(INV) written_by]--> Lemony Snicket's A Series of Unfortunate Events --[directed_by]--> Brad Silberling
Neg LogProb(↓):   0.003978
Path Entropy(↓):  0.025963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by irving ravetch starred which actors
Start Entity:     Irving Ravetch
Gold Answer:      [['Bruce Dern', 'Anthony Franciosa', 'Sally Field', 'Ron Leibman', 'Joanne Woodward', 'Brian Kerwin', 'Corey Haim', 'Paul Newman', 'Beau Bridges', 'John Wayne', 'Melvyn Douglas', 'Colleen Dewhurst', 'Orson Welles', 'Roscoe Lee Browne', 'James Garner', 'Patricia Neal']]
Predicted Ans:    Paul Newman
Predicted Path:   Irving Ravetch --[(INV) written_by]--> Hud --[starred_actors]--> Paul Newman
Path (Raw):       Irving Ravetch --[No Operation]--> Irving Ravetch --[(INV) written_by]--> Hud --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.337044
Path Entropy(↓):  0.636464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by olivier van hoofstadt release
Start Entity:     Olivier Van Hoofstadt
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Olivier Van Hoofstadt --[(INV) directed_by]--> Dikkenek --[release_year]--> 2006
Path (Raw):       Olivier Van Hoofstadt --[No Operation]--> Olivier Van Hoofstadt --[(INV) directed_by]--> Dikkenek --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the groove tube
Start Entity:     The Groove Tube
Gold Answer:      [['Chevy Chase', 'Dabney Coleman', "Patti D'Arbanville"]]
Predicted Ans:    Chevy Chase
Predicted Path:   The Groove Tube --[directed_by]--> Ken Shapiro --[(INV) directed_by]--> Modern Problems --[starred_actors]--> Chevy Chase
Path (Raw):       The Groove Tube --[directed_by]--> Ken Shapiro --[(INV) directed_by]--> Modern Problems --[starred_actors]--> Chevy Chase
Neg LogProb(↓):   0.006180
Path Entropy(↓):  0.038332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jeremy child acted films
Start Entity:     Jeremy Child
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Jeremy Child --[(INV) starred_actors]--> Taffin --[release_year]--> 1988
Path (Raw):       Jeremy Child --[No Operation]--> Jeremy Child --[(INV) starred_actors]--> Taffin --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the last remake of beau geste
Start Entity:     The Last Remake of Beau Geste
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   The Last Remake of Beau Geste --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Path (Raw):       The Last Remake of Beau Geste --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Neg LogProb(↓):   2.430994
Path Entropy(↓):  3.854369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by alan johnson in
Start Entity:     Alan Johnson
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alan Johnson --[(INV) directed_by]--> To Be or Not to Be --[has_genre]--> Comedy
Path (Raw):       Alan Johnson --[No Operation]--> Alan Johnson --[(INV) directed_by]--> To Be or Not to Be --[has_genre]--> Comedy
Neg LogProb(↓):   0.699683
Path Entropy(↓):  0.734353
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor bill pullman is a co - star of who
Start Entity:     Bill Pullman
Gold Answer:      [['John Candy', 'Kirstie Alley', 'Sandra Bullock', 'Harley Jane Kozak', 'Will Smith', 'Kate Beckinsale', 'Peter Gallagher', 'Jeff Goldblum', 'Kevin Anderson', 'Jami Gertz', 'Pamela Gidley', 'Bill Paxton', 'Patricia Arquette', 'Aaron Stanford', 'Alec Baldwin', 'Andie MacDowell', 'John Leguizamo', 'Richard Gere', 'Jamie Bell', 'Nicole Kidman', 'Brendan Gleeson', 'Traci Lind', 'Rosalind Chao', 'Matt Damon', 'Claire Danes', 'Linda Fiorentino', 'Kim Novak', 'Ellen DeGeneres', 'Bridget Fonda', 'Carrie Fisher', 'James Earl Jones', 'Nathan Lane', 'Ben Stiller', 'Elizabeth McGovern', 'Rick Moranis', 'Brad Pitt', 'Peter Boyle', 'Mary McDonnell', 'Mel Brooks', 'Jodie Foster', 'Oliver Platt']]
Predicted Ans:    Ben Stiller
Predicted Path:   Bill Pullman --[(INV) starred_actors]--> Zero Effect --[starred_actors]--> Ben Stiller
Path (Raw):       Bill Pullman --[No Operation]--> Bill Pullman --[(INV) starred_actors]--> Zero Effect --[starred_actors]--> Ben Stiller
Neg LogProb(↓):   0.975432
Path Entropy(↓):  1.917413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of prachya pinkaew written movies
Start Entity:     Prachya Pinkaew
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Prachya Pinkaew --[(INV) written_by]--> The Kick --[release_year]--> 2011
Path (Raw):       Prachya Pinkaew --[No Operation]--> Prachya Pinkaew --[(INV) written_by]--> The Kick --[release_year]--> 2011
Neg LogProb(↓):   0.141599
Path Entropy(↓):  0.390732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in planet of the apes
Start Entity:     Planet of the Apes
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Planet of the Apes --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Planet of the Apes --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   1.952718
Path Entropy(↓):  2.760334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by mel jackson in
Start Entity:     Mel Jackson
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Mel Jackson --[(INV) starred_actors]--> Uninvited Guest --[has_genre]--> Thriller
Path (Raw):       Mel Jackson --[No Operation]--> Mel Jackson --[(INV) starred_actors]--> Uninvited Guest --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the as i lay dying director release
Start Entity:     As I Lay Dying
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2013
Predicted Path:   As I Lay Dying --[directed_by]--> James Franco --[(INV) directed_by]--> As I Lay Dying --[release_year]--> 2013
Path (Raw):       As I Lay Dying --[directed_by]--> James Franco --[(INV) directed_by]--> As I Lay Dying --[release_year]--> 2013
Neg LogProb(↓):   0.534645
Path Entropy(↓):  0.833902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the visitor
Start Entity:     The Visitor
Gold Answer:      [['John Huston', 'Glenn Ford', 'Mel Ferrer']]
Predicted Ans:    Glenn Ford
Predicted Path:   The Visitor --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Path (Raw):       The Visitor --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> The Mating of Millie --[starred_actors]--> Glenn Ford
Neg LogProb(↓):   0.013503
Path Entropy(↓):  0.072452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie wendy and lucy
Start Entity:     Wendy and Lucy
Gold Answer:      [['Andrew Fleming', 'Sarah Polley', 'Marcel Langenegger', 'Wim Wenders', 'Lukas Moodysson', 'Saul Dibb', 'Simon Curtis', 'Sam Raimi', 'Derek Cianfrance', 'Irving Rapper', 'Jamie Babbit', 'Sharon Maguire']]
Predicted Ans:    Irving Rapper
Predicted Path:   Wendy and Lucy --[starred_actors]--> Michelle Williams --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Path (Raw):       Wendy and Lucy --[starred_actors]--> Michelle Williams --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.006471
Path Entropy(↓):  0.042967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the burglar
Start Entity:     The Burglar
Gold Answer:      [['David Goodis']]
Predicted Ans:    David Goodis
Predicted Path:   The Burglar --[written_by]--> David Goodis --[(INV) written_by]--> The Burglars --[written_by]--> David Goodis
Path (Raw):       The Burglar --[written_by]--> David Goodis --[(INV) written_by]--> The Burglars --[written_by]--> David Goodis
Neg LogProb(↓):   0.347366
Path Entropy(↓):  0.856033
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie hawking
Start Entity:     Hawking
Gold Answer:      [['Documentary']]
Predicted Ans:    Drama
Predicted Path:   Hawking --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Hawking --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.370241
Path Entropy(↓):  4.616487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed please give
Start Entity:     Please Give
Gold Answer:      [['1996', '2006', '2013']]
Predicted Ans:    1996
Predicted Path:   Please Give --[directed_by]--> Nicole Holofcener --[(INV) directed_by]--> Walking and Talking --[release_year]--> 1996
Path (Raw):       Please Give --[directed_by]--> Nicole Holofcener --[(INV) directed_by]--> Walking and Talking --[release_year]--> 1996
Neg LogProb(↓):   0.131161
Path Entropy(↓):  0.403693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john collee written films
Start Entity:     John Collee
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   John Collee --[(INV) written_by]--> Creation --[release_year]--> 2009
Path (Raw):       John Collee --[No Operation]--> John Collee --[(INV) written_by]--> Creation --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did joe silver act in
Start Entity:     Joe Silver
Gold Answer:      [['Rabid']]
Predicted Ans:    Rabid
Predicted Path:   Joe Silver --[(INV) starred_actors]--> Rabid --[starred_actors]--> Frank Moore --[(INV) starred_actors]--> Rabid
Path (Raw):       Joe Silver --[(INV) starred_actors]--> Rabid --[starred_actors]--> Frank Moore --[(INV) starred_actors]--> Rabid
Neg LogProb(↓):   0.274029
Path Entropy(↓):  0.600454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by jack and jill actors
Start Entity:     Jack and Jill
Gold Answer:      [['Paul Sado', 'George Wing', 'David Caspe', 'Ivan Menchell', 'Robert Smigel', 'Clare Sera', 'Steve Koren', "Mark O'Keefe", 'Judd Apatow', 'Steven Brill', 'Rich Wilkes', 'Tim Herlihy', 'James L. Brooks', 'Thomas McCarthy', 'Paul Thomas Anderson', 'Mike Binder', 'Adam Sandler']]
Predicted Ans:    Adam Sandler
Predicted Path:   Jack and Jill --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Big Daddy --[written_by]--> Adam Sandler
Path (Raw):       Jack and Jill --[starred_actors]--> Adam Sandler --[(INV) starred_actors]--> Big Daddy --[written_by]--> Adam Sandler
Neg LogProb(↓):   0.545135
Path Entropy(↓):  0.812261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of joe also wrote which films
Start Entity:     Joe
Gold Answer:      [['Big Bad Love']]
Predicted Ans:    Joe
Predicted Path:   Joe --[written_by]--> Larry Brown --[(INV) written_by]--> Joe
Path (Raw):       Joe --[written_by]--> Larry Brown --[(INV) written_by]--> Joe --[No Operation]--> Joe
Neg LogProb(↓):   0.644814
Path Entropy(↓):  0.691931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in bulldog drummond escapes
Start Entity:     Bulldog Drummond Escapes
Gold Answer:      [['Ray Milland']]
Predicted Ans:    Ray Milland
Predicted Path:   Bulldog Drummond Escapes --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Lost Weekend --[starred_actors]--> Ray Milland
Path (Raw):       Bulldog Drummond Escapes --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Lost Weekend --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.697625
Path Entropy(↓):  1.275446
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by martha holmes
Start Entity:     Martha Holmes
Gold Answer:      [['Michael Gunton']]
Predicted Ans:    Michael Gunton
Predicted Path:   Martha Holmes --[(INV) directed_by]--> One Life --[written_by]--> Michael Gunton
Path (Raw):       Martha Holmes --[No Operation]--> Martha Holmes --[(INV) directed_by]--> One Life --[written_by]--> Michael Gunton
Neg LogProb(↓):   0.374032
Path Entropy(↓):  0.891681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of primer also directed which films
Start Entity:     Primer
Gold Answer:      [['Upstream Color']]
Predicted Ans:    Primer
Predicted Path:   Primer --[directed_by]--> Shane Carruth --[(INV) directed_by]--> Primer
Path (Raw):       Primer --[directed_by]--> Shane Carruth --[(INV) directed_by]--> Primer --[No Operation]--> Primer
Neg LogProb(↓):   0.028135
Path Entropy(↓):  0.127432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies for the writer of happy
Start Entity:     Happy
Gold Answer:      [['Roko Belic']]
Predicted Ans:    Roko Belic
Predicted Path:   Happy --[written_by]--> Roko Belic --[(INV) written_by]--> Genghis Blues --[directed_by]--> Roko Belic
Path (Raw):       Happy --[written_by]--> Roko Belic --[(INV) written_by]--> Genghis Blues --[directed_by]--> Roko Belic
Neg LogProb(↓):   0.032854
Path Entropy(↓):  0.161111
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by sergio leone
Start Entity:     sergio leone
Gold Answer:      [['Once Upon a Time in the West', 'The Good, the Bad and the Ugly', 'A Fistful of Dollars', 'Once Upon a Time in America', 'For a Few Dollars More']]
Predicted Ans:    For a Few Dollars More
Predicted Path:   sergio leone --[(INV) has_tags]--> For a Few Dollars More --[has_tags]--> dollars trilogy --[(INV) has_tags]--> For a Few Dollars More
Path (Raw):       sergio leone --[(INV) has_tags]--> For a Few Dollars More --[has_tags]--> dollars trilogy --[(INV) has_tags]--> For a Few Dollars More
Neg LogProb(↓):   0.053803
Path Entropy(↓):  0.235240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was karine sudan a writer on
Start Entity:     Karine Sudan
Gold Answer:      [['The Big Wedding']]
Predicted Ans:    One Chance
Predicted Path:   Karine Sudan --[(INV) written_by]--> The Big Wedding --[written_by]--> Justin Zackham --[(INV) written_by]--> One Chance
Path (Raw):       Karine Sudan --[(INV) written_by]--> The Big Wedding --[written_by]--> Justin Zackham --[(INV) written_by]--> One Chance
Neg LogProb(↓):   0.203012
Path Entropy(↓):  0.624445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of i love you phillip morris also directed which films
Start Entity:     I Love You Phillip Morris
Gold Answer:      [['Focus']]
Predicted Ans:    Focus
Predicted Path:   I Love You Phillip Morris --[directed_by]--> Glenn Ficarra --[(INV) directed_by]--> Focus
Path (Raw):       I Love You Phillip Morris --[directed_by]--> Glenn Ficarra --[(INV) directed_by]--> Focus --[No Operation]--> Focus
Neg LogProb(↓):   0.590729
Path Entropy(↓):  0.976188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of greetings
Start Entity:     Greetings
Gold Answer:      [['Brian De Palma']]
Predicted Ans:    Brian De Palma
Predicted Path:   Greetings --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[directed_by]--> Brian De Palma
Path (Raw):       Greetings --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[directed_by]--> Brian De Palma
Neg LogProb(↓):   0.596370
Path Entropy(↓):  1.396715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by mikkel brænne sandemose
Start Entity:     Mikkel Brænne Sandemose
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Mikkel Brænne Sandemose --[(INV) written_by]--> Cold Prey 3 --[in_language]--> Norwegian
Path (Raw):       Mikkel Brænne Sandemose --[No Operation]--> Mikkel Brænne Sandemose --[(INV) written_by]--> Cold Prey 3 --[in_language]--> Norwegian
Neg LogProb(↓):   0.206149
Path Entropy(↓):  0.480800
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a thousand acres were in which languages
Start Entity:     A Thousand Acres
Gold Answer:      [['French', 'English', 'Hungarian', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   A Thousand Acres --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Path (Raw):       A Thousand Acres --[starred_actors]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[in_language]--> English
Neg LogProb(↓):   0.197929
Path Entropy(↓):  0.599501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of just go with it was
Start Entity:     Just Go with It
Gold Answer:      [['Dennis Dugan']]
Predicted Ans:    Dennis Dugan
Predicted Path:   Just Go with It --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[directed_by]--> Dennis Dugan
Path (Raw):       Just Go with It --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[directed_by]--> Dennis Dugan
Neg LogProb(↓):   0.370703
Path Entropy(↓):  0.711410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did arthur marks direct
Start Entity:     Arthur Marks
Gold Answer:      [['Detroit 9000']]
Predicted Ans:    Detroit 9000
Predicted Path:   Arthur Marks --[(INV) directed_by]--> Detroit 9000 --[directed_by]--> Arthur Marks --[(INV) directed_by]--> Detroit 9000
Path (Raw):       Arthur Marks --[(INV) directed_by]--> Detroit 9000 --[directed_by]--> Arthur Marks --[(INV) directed_by]--> Detroit 9000
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film on my way
Start Entity:     On My Way
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   On My Way --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       On My Way --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.200710
Path Entropy(↓):  3.153336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie rollerball
Start Entity:     Rollerball
Gold Answer:      [['2003', '1992', '1993', '1985', '1967', '1984', '1968', '1963', '1982', '1973', '1994', '1971', '1990', '1989', '1996', '1962', '1988', '1964', '1991', '1965', '1999', '1987', '1986', '1937']]
Predicted Ans:    1999
Predicted Path:   Rollerball --[directed_by]--> John McTiernan --[(INV) directed_by]--> The 13th Warrior --[release_year]--> 1999
Path (Raw):       Rollerball --[directed_by]--> John McTiernan --[(INV) directed_by]--> The 13th Warrior --[release_year]--> 1999
Neg LogProb(↓):   0.756400
Path Entropy(↓):  1.714584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of richard t. heffron directed movies
Start Entity:     Richard T. Heffron
Gold Answer:      [['William Wood', 'Kirby Dick', 'Mayo Simon', 'Takeshi Kitano', 'Larry Cohen', 'Mickey Spillane', 'Bill L. Norton']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Richard T. Heffron --[(INV) directed_by]--> Outrage --[written_by]--> Takeshi Kitano
Path (Raw):       Richard T. Heffron --[No Operation]--> Richard T. Heffron --[(INV) directed_by]--> Outrage --[written_by]--> Takeshi Kitano
Neg LogProb(↓):   0.131069
Path Entropy(↓):  0.453709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the naked violence director release
Start Entity:     Naked Violence
Gold Answer:      [['1972', '1974', '1975']]
Predicted Ans:    1969
Predicted Path:   Naked Violence --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Naked Violence --[release_year]--> 1969
Path (Raw):       Naked Violence --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Naked Violence --[release_year]--> 1969
Neg LogProb(↓):   0.387791
Path Entropy(↓):  0.930693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in bedrooms and hallways
Start Entity:     Bedrooms and Hallways
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Bedrooms and Hallways --[starred_actors]--> Kevin McKidd --[(INV) starred_actors]--> Trainspotting --[has_genre]--> Drama
Path (Raw):       Bedrooms and Hallways --[starred_actors]--> Kevin McKidd --[(INV) starred_actors]--> Trainspotting --[has_genre]--> Drama
Neg LogProb(↓):   0.302467
Path Entropy(↓):  0.940730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by oscar millard were in which languages
Start Entity:     Oscar Millard
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Oscar Millard --[(INV) written_by]--> Come to the Stable --[in_language]--> French
Path (Raw):       Oscar Millard --[No Operation]--> Oscar Millard --[(INV) written_by]--> Come to the Stable --[in_language]--> French
Neg LogProb(↓):   0.001081
Path Entropy(↓):  0.008462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie frozen
Start Entity:     Frozen
Gold Answer:      [['Danny Denzongpa', 'Gauri']]
Predicted Ans:    Idina Menzel
Predicted Path:   Frozen --[starred_actors]--> Idina Menzel --[(INV) starred_actors]--> Frozen --[starred_actors]--> Idina Menzel
Path (Raw):       Frozen --[starred_actors]--> Idina Menzel --[(INV) starred_actors]--> Frozen --[starred_actors]--> Idina Menzel
Neg LogProb(↓):   0.921727
Path Entropy(↓):  1.785643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of the rise of catherine the great
Start Entity:     The Rise of Catherine the Great
Gold Answer:      [['Rouben Mamoulian', 'Ernst Lubitsch', 'Neil Jordan', "Robert Vincent O'Neill", 'Alan Johnson']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   The Rise of Catherine the Great --[written_by]--> Melchior Lengyel --[(INV) written_by]--> Angel --[directed_by]--> Ernst Lubitsch
Path (Raw):       The Rise of Catherine the Great --[written_by]--> Melchior Lengyel --[(INV) written_by]--> Angel --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.639962
Path Entropy(↓):  1.387760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of gigli
Start Entity:     Gigli
Gold Answer:      [['Martin Brest']]
Predicted Ans:    Martin Brest
Predicted Path:   Gigli --[written_by]--> Martin Brest --[(INV) written_by]--> Going in Style --[directed_by]--> Martin Brest
Path (Raw):       Gigli --[written_by]--> Martin Brest --[(INV) written_by]--> Going in Style --[directed_by]--> Martin Brest
Neg LogProb(↓):   0.420629
Path Entropy(↓):  0.985497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of tyler james williams starred movies
Start Entity:     Tyler James Williams
Gold Answer:      [['Justin Simien']]
Predicted Ans:    Justin Simien
Predicted Path:   Tyler James Williams --[(INV) starred_actors]--> Dear White People --[directed_by]--> Justin Simien
Path (Raw):       Tyler James Williams --[No Operation]--> Tyler James Williams --[(INV) starred_actors]--> Dear White People --[directed_by]--> Justin Simien
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by wolfgang menge
Start Entity:     Wolfgang Menge
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Wolfgang Menge --[(INV) written_by]--> Das Millionenspiel --[has_genre]--> Action
Path (Raw):       Wolfgang Menge --[No Operation]--> Wolfgang Menge --[(INV) written_by]--> Das Millionenspiel --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed mother and son
Start Entity:     Mother and Son
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mother and Son --[directed_by]--> Aleksandr Sokurov --[(INV) directed_by]--> Mother and Son --[has_genre]--> Drama
Path (Raw):       Mother and Son --[directed_by]--> Aleksandr Sokurov --[(INV) directed_by]--> Mother and Son --[has_genre]--> Drama
Neg LogProb(↓):   0.606487
Path Entropy(↓):  0.689047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the elephant man
Start Entity:     The Elephant Man
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Elephant Man --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Elephant Man --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.388437
Path Entropy(↓):  4.580074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the exorcist iii also appears in which films
Start Entity:     The Exorcist III
Gold Answer:      [['The Hustler', 'Mississippi Burning', 'Islands in the Stream', 'A Christmas Carol', 'Movie Movie', 'The Hindenburg', 'Death and Cremation', "Child's Play", 'Monsignor', 'The Hospital', 'The Hanging Tree', 'Tyson', "Not with My Wife, You Don't!", 'Rage', 'Hardcore', 'Inherit the Wind', 'The Changeling', 'They Might Be Giants', 'Jane Eyre', 'The Formula', 'Patton', 'The Wild Blue Yonder', 'The Flim-Flam Man', 'The Day of the Dolphin', 'Taps', 'Petulia', 'The New Centurions', 'Seed of Chucky', 'Bride of Chucky', 'Oklahoma Crude', 'Citizen Cohn', 'The Last Run', 'Oliver Twist']]
Predicted Ans:    Jane Eyre
Predicted Path:   The Exorcist III --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre
Path (Raw):       The Exorcist III --[starred_actors]--> George C. Scott --[No Operation]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre
Neg LogProb(↓):   1.329454
Path Entropy(↓):  2.503261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did viggo mortensen star in
Start Entity:     Viggo Mortensen
Gold Answer:      [['The Road', 'Hidalgo', 'A Perfect Murder', 'A History of Violence', 'A Dangerous Method', 'G.I. Jane', '28 Days', 'The Two Faces of January', 'Boiling Point', 'Good', 'Prison', 'Ruby Cairo', 'The Passion of Darkly Noon', 'The Reflecting Skin', 'American Yakuza', 'Daylight']]
Predicted Ans:    The Reflecting Skin
Predicted Path:   Viggo Mortensen --[(INV) starred_actors]--> The Reflecting Skin --[starred_actors]--> Jeremy Cooper --[(INV) starred_actors]--> The Reflecting Skin
Path (Raw):       Viggo Mortensen --[(INV) starred_actors]--> The Reflecting Skin --[starred_actors]--> Jeremy Cooper --[(INV) starred_actors]--> The Reflecting Skin
Neg LogProb(↓):   0.858408
Path Entropy(↓):  1.446037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of bandits was
Start Entity:     Bandits
Gold Answer:      [['Katja von Garnier']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Bandits --[directed_by]--> Katja von Garnier --[(INV) directed_by]--> Iron Jawed Angels --[directed_by]--> Katja von Garnier
Path (Raw):       Bandits --[directed_by]--> Katja von Garnier --[(INV) directed_by]--> Iron Jawed Angels --[directed_by]--> Katja von Garnier
Neg LogProb(↓):   0.364974
Path Entropy(↓):  0.861691
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the temptation of st. tony
Start Entity:     The Temptation of St. Tony
Gold Answer:      [['Estonian']]
Predicted Ans:    Estonian
Predicted Path:   The Temptation of St. Tony --[directed_by]--> Veiko Õunpuu --[(INV) directed_by]--> Autumn Ball --[in_language]--> Estonian
Path (Raw):       The Temptation of St. Tony --[directed_by]--> Veiko Õunpuu --[(INV) directed_by]--> Autumn Ball --[in_language]--> Estonian
Neg LogProb(↓):   0.029165
Path Entropy(↓):  0.131300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of after dark, my sweet were directed by who
Start Entity:     After Dark, My Sweet
Gold Answer:      [['Michael Winterbottom', 'Roger Donaldson', 'Stephen Frears', 'Michael Oblowitz', 'Stanley Kubrick', 'Alain Corneau', 'Sam Peckinpah']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   After Dark, My Sweet --[written_by]--> Jim Thompson --[(INV) written_by]--> The Getaway --[directed_by]--> Sam Peckinpah
Path (Raw):       After Dark, My Sweet --[written_by]--> Jim Thompson --[(INV) written_by]--> The Getaway --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.934655
Path Entropy(↓):  1.246415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie page eight
Start Entity:     Page Eight
Gold Answer:      [['David Hare']]
Predicted Ans:    David Hare
Predicted Path:   Page Eight --[directed_by]--> David Hare --[(INV) directed_by]--> Page Eight --[directed_by]--> David Hare
Path (Raw):       Page Eight --[directed_by]--> David Hare --[(INV) directed_by]--> Page Eight --[directed_by]--> David Hare
Neg LogProb(↓):   0.051861
Path Entropy(↓):  0.225016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie rat race
Start Entity:     Rat Race
Gold Answer:      [['Andy Breckman']]
Predicted Ans:    Andy Breckman
Predicted Path:   Rat Race --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko --[written_by]--> Andy Breckman
Path (Raw):       Rat Race --[written_by]--> Andy Breckman --[(INV) written_by]--> Sgt. Bilko --[written_by]--> Andy Breckman
Neg LogProb(↓):   0.000619
Path Entropy(↓):  0.005193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with chris marker
Start Entity:     Chris Marker
Gold Answer:      [['Akira Kurosawa']]
Predicted Ans:    Chris Marker
Predicted Path:   Chris Marker --[(INV) starred_actors]--> A.K. --[starred_actors]--> Chris Marker
Path (Raw):       Chris Marker --[No Operation]--> Chris Marker --[(INV) starred_actors]--> A.K. --[starred_actors]--> Chris Marker
Neg LogProb(↓):   0.000734
Path Entropy(↓):  0.006031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films acted by shailene woodley in
Start Entity:     Shailene Woodley
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Shailene Woodley --[(INV) starred_actors]--> The Fault in Our Stars --[has_genre]--> Drama
Path (Raw):       Shailene Woodley --[No Operation]--> Shailene Woodley --[(INV) starred_actors]--> The Fault in Our Stars --[has_genre]--> Drama
Neg LogProb(↓):   0.000888
Path Entropy(↓):  0.007372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by ironclad actors
Start Entity:     Ironclad
Gold Answer:      [['Jag Mundhra', 'Michael J. Bassett', 'Ryan Murphy', 'Dagur Kári', 'Michael Mann', 'Christopher Hitchens', 'Augusten Burroughs', 'Scott Frank', 'Tom Stoppard', 'William Shakespeare', "Robert C. O'Brien", 'Don Bluth', 'Kenneth Branagh', 'Charles Dickens', 'Robert Ludlum', 'Niels Mueller', 'Heather McGowan', 'Nick Perry', 'Charles Martin Smith', 'Yoram Kaniuk', 'Robert E. Howard', 'Rupert Wyatt', 'Tony Gilroy', 'Thomas Harris', 'Graham Greene', 'Homer', 'Gary Winick', 'Christine Edzard', 'David Benioff']]
Predicted Ans:    Tony Gilroy
Predicted Path:   Ironclad --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Tony Gilroy
Path (Raw):       Ironclad --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> The Bourne Supremacy --[written_by]--> Tony Gilroy
Neg LogProb(↓):   0.741275
Path Entropy(↓):  1.632762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie violette
Start Entity:     Violette
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Violette --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Violette --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.472467
Path Entropy(↓):  4.568352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of manish dayal starred movies
Start Entity:     Manish Dayal
Gold Answer:      [['Steven Knight', 'Richard C. Morais']]
Predicted Ans:    Richard C. Morais
Predicted Path:   Manish Dayal --[(INV) starred_actors]--> The Hundred-Foot Journey --[written_by]--> Richard C. Morais
Path (Raw):       Manish Dayal --[No Operation]--> Manish Dayal --[(INV) starred_actors]--> The Hundred-Foot Journey --[written_by]--> Richard C. Morais
Neg LogProb(↓):   0.633364
Path Entropy(↓):  0.701648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of libby woodbridge starred movies
Start Entity:     Libby Woodbridge
Gold Answer:      [['Andrew Neel']]
Predicted Ans:    Andrew Neel
Predicted Path:   Libby Woodbridge --[(INV) starred_actors]--> King Kelly --[directed_by]--> Andrew Neel
Path (Raw):       Libby Woodbridge --[No Operation]--> Libby Woodbridge --[(INV) starred_actors]--> King Kelly --[directed_by]--> Andrew Neel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of inherit the wind
Start Entity:     Inherit the Wind
Gold Answer:      [['1999']]
Predicted Ans:    1960
Predicted Path:   Inherit the Wind --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Path (Raw):       Inherit the Wind --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Neg LogProb(↓):   2.788862
Path Entropy(↓):  4.127614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in the last time
Start Entity:     The Last Time
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Last Time --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Path (Raw):       The Last Time --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   0.021146
Path Entropy(↓):  0.102913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of funny lady
Start Entity:     Funny Lady
Gold Answer:      [['Jay Presson Allen', 'Arnold Schulman']]
Predicted Ans:    Arnold Schulman
Predicted Path:   Funny Lady --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[written_by]--> Arnold Schulman
Path (Raw):       Funny Lady --[written_by]--> Arnold Schulman --[(INV) written_by]--> A Hole in the Head --[written_by]--> Arnold Schulman
Neg LogProb(↓):   0.486161
Path Entropy(↓):  0.708062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie rendezvous
Start Entity:     Rendezvous
Gold Answer:      [['1948', '1936']]
Predicted Ans:    1935
Predicted Path:   Rendezvous --[written_by]--> George Oppenheimer --[(INV) written_by]--> Rendezvous --[release_year]--> 1935
Path (Raw):       Rendezvous --[written_by]--> George Oppenheimer --[(INV) written_by]--> Rendezvous --[release_year]--> 1935
Neg LogProb(↓):   0.107421
Path Entropy(↓):  0.390597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote svengali
Start Entity:     Svengali
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   Svengali --[written_by]--> J. Grubb Alexander --[(INV) written_by]--> So Big! --[directed_by]--> William A. Wellman
Path (Raw):       Svengali --[written_by]--> J. Grubb Alexander --[(INV) written_by]--> So Big! --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.026765
Path Entropy(↓):  0.134019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of dynamite
Start Entity:     Dynamite
Gold Answer:      [['Anthony Quinn', 'John Cromwell', 'Cecil B. DeMille']]
Predicted Ans:    Cecil B. DeMille
Predicted Path:   Dynamite --[written_by]--> Jeanie Macpherson --[(INV) written_by]--> The Buccaneer --[directed_by]--> Cecil B. DeMille
Path (Raw):       Dynamite --[written_by]--> Jeanie Macpherson --[(INV) written_by]--> The Buccaneer --[directed_by]--> Cecil B. DeMille
Neg LogProb(↓):   0.745067
Path Entropy(↓):  0.905447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in pie in the sky
Start Entity:     Pie in the Sky
Gold Answer:      [['John Goodman', 'Christine Lahti', 'Josh Charles', 'Anne Heche']]
Predicted Ans:    Josh Charles
Predicted Path:   Pie in the Sky --[starred_actors]--> Josh Charles --[(INV) starred_actors]--> Threesome --[starred_actors]--> Josh Charles
Path (Raw):       Pie in the Sky --[starred_actors]--> Josh Charles --[(INV) starred_actors]--> Threesome --[starred_actors]--> Josh Charles
Neg LogProb(↓):   0.538629
Path Entropy(↓):  1.300487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about leonardo dicaprio
Start Entity:     leonardo dicaprio
Gold Answer:      [['Revolutionary Road', 'The Basketball Diaries', 'Blood Diamond', "Marvin's Room", 'Total Eclipse', 'Titanic', 'The Beach', 'Django Unchained', 'The Man in the Iron Mask', 'J. Edgar', 'Body of Lies', 'Inception', 'The Quick and the Dead', 'Gangs of New York', 'Catch Me If You Can', 'The Great Gatsby', 'Shutter Island', 'The Departed', 'The Aviator', "What's Eating Gilbert Grape", 'Romeo + Juliet', 'The Wolf of Wall Street']]
Predicted Ans:    The Basketball Diaries
Predicted Path:   leonardo dicaprio --[(INV) has_tags]--> The Basketball Diaries --[written_by]--> Jim Carroll --[(INV) written_by]--> The Basketball Diaries
Path (Raw):       leonardo dicaprio --[(INV) has_tags]--> The Basketball Diaries --[written_by]--> Jim Carroll --[(INV) written_by]--> The Basketball Diaries
Neg LogProb(↓):   0.326523
Path Entropy(↓):  1.057870
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by zak hilditch were in which genres
Start Entity:     Zak Hilditch
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Zak Hilditch --[(INV) directed_by]--> These Final Hours --[has_genre]--> Drama
Path (Raw):       Zak Hilditch --[No Operation]--> Zak Hilditch --[(INV) directed_by]--> These Final Hours --[has_genre]--> Drama
Neg LogProb(↓):   0.000334
Path Entropy(↓):  0.003004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in semi - tough
Start Entity:     Semi-Tough
Gold Answer:      [['Burt Reynolds', 'Kris Kristofferson', 'Jill Clayburgh']]
Predicted Ans:    Burt Reynolds
Predicted Path:   Semi-Tough --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Cannonball Run II --[starred_actors]--> Burt Reynolds
Path (Raw):       Semi-Tough --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Cannonball Run II --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   1.465953
Path Entropy(↓):  1.718622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of in cold blood also wrote which movies
Start Entity:     In Cold Blood
Gold Answer:      [['The Professionals', 'Battle Circus', 'Looking for Mr. Goodbar', 'The Happy Ending', '$', 'Sweet Bird of Youth', 'Key Largo', 'The Last Time I Saw Paris', 'Children on Their Birthdays', 'Crisis', 'Bite the Bullet', "Breakfast at Tiffany's", 'Something of Value', 'Beat the Devil', 'The Grass Harp', 'Brute Force', 'Elmer Gantry', 'Crossfire', 'Wrong Is Right', 'Lord Jim', 'Cat on a Hot Tin Roof', 'The Brothers Karamazov']]
Predicted Ans:    Wrong Is Right
Predicted Path:   In Cold Blood --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right
Path (Raw):       In Cold Blood --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[No Operation]--> Wrong Is Right
Neg LogProb(↓):   0.611780
Path Entropy(↓):  1.847977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie the edge of love released
Start Entity:     The Edge of Love
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The Edge of Love --[release_year]--> 2008 --[(INV) release_year]--> Love Story 2050 --[release_year]--> 2008
Path (Raw):       The Edge of Love --[release_year]--> 2008 --[(INV) release_year]--> Love Story 2050 --[release_year]--> 2008
Neg LogProb(↓):   3.657606
Path Entropy(↓):  4.767841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by lisa wysocky
Start Entity:     Lisa Wysocky
Gold Answer:      [['James Wolk', 'Treat Williams']]
Predicted Ans:    Treat Williams
Predicted Path:   Lisa Wysocky --[(INV) written_by]--> Front of the Class --[starred_actors]--> Treat Williams
Path (Raw):       Lisa Wysocky --[No Operation]--> Lisa Wysocky --[(INV) written_by]--> Front of the Class --[starred_actors]--> Treat Williams
Neg LogProb(↓):   0.000374
Path Entropy(↓):  0.003328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did eric brown act in
Start Entity:     Eric Brown
Gold Answer:      [['Private Lessons']]
Predicted Ans:    Private Lessons
Predicted Path:   Eric Brown --[(INV) starred_actors]--> Private Lessons --[starred_actors]--> Eric Brown --[(INV) starred_actors]--> Private Lessons
Path (Raw):       Eric Brown --[(INV) starred_actors]--> Private Lessons --[starred_actors]--> Eric Brown --[(INV) starred_actors]--> Private Lessons
Neg LogProb(↓):   0.011644
Path Entropy(↓):  0.063333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film radio rebel starred which actors
Start Entity:     Radio Rebel
Gold Answer:      [['Debby Ryan']]
Predicted Ans:    Kevin Sorbo
Predicted Path:   Radio Rebel --[starred_actors]--> Debby Ryan --[(INV) starred_actors]--> What If... --[starred_actors]--> Kevin Sorbo
Path (Raw):       Radio Rebel --[starred_actors]--> Debby Ryan --[(INV) starred_actors]--> What If... --[starred_actors]--> Kevin Sorbo
Neg LogProb(↓):   0.074745
Path Entropy(↓):  0.264916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did bo hr. hansen write the story for
Start Entity:     Bo Hr. Hansen
Gold Answer:      [['The Art of Crying']]
Predicted Ans:    Terribly Happy
Predicted Path:   Bo Hr. Hansen --[(INV) written_by]--> The Art of Crying --[written_by]--> Erling Jepsen --[(INV) written_by]--> Terribly Happy
Path (Raw):       Bo Hr. Hansen --[(INV) written_by]--> The Art of Crying --[written_by]--> Erling Jepsen --[(INV) written_by]--> Terribly Happy
Neg LogProb(↓):   0.103904
Path Entropy(↓):  0.384463
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films directed by roberto rossellini
Start Entity:     Roberto Rossellini
Gold Answer:      [['Marcello Pagliero', 'Anna Magnani', 'Aldo Fabrizi', 'Gianfranco Bellini', 'George Sanders', 'Alexander Knox', 'Ingrid Bergman']]
Predicted Ans:    Ingrid Bergman
Predicted Path:   Roberto Rossellini --[(INV) directed_by]--> Stromboli --[starred_actors]--> Ingrid Bergman
Path (Raw):       Roberto Rossellini --[No Operation]--> Roberto Rossellini --[(INV) directed_by]--> Stromboli --[starred_actors]--> Ingrid Bergman
Neg LogProb(↓):   0.217692
Path Entropy(↓):  0.498305
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by james w. horne fall under
Start Entity:     James W. Horne
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   James W. Horne --[(INV) directed_by]--> Way Out West --[has_genre]--> Comedy
Path (Raw):       James W. Horne --[No Operation]--> James W. Horne --[(INV) directed_by]--> Way Out West --[has_genre]--> Comedy
Neg LogProb(↓):   0.006880
Path Entropy(↓):  0.043358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the river why is also the director of which movies
Start Entity:     The River Why
Gold Answer:      [['Answers to Nothing']]
Predicted Ans:    Answers to Nothing
Predicted Path:   The River Why --[directed_by]--> Matthew Leutwyler --[(INV) directed_by]--> Answers to Nothing
Path (Raw):       The River Why --[directed_by]--> Matthew Leutwyler --[(INV) directed_by]--> Answers to Nothing --[No Operation]--> Answers to Nothing
Neg LogProb(↓):   0.051557
Path Entropy(↓):  0.199254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with running scared in
Start Entity:     Running Scared
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Running Scared --[starred_actors]--> Judge Reinhold --[(INV) starred_actors]--> Rosalie Goes Shopping --[in_language]--> English
Path (Raw):       Running Scared --[starred_actors]--> Judge Reinhold --[(INV) starred_actors]--> Rosalie Goes Shopping --[in_language]--> English
Neg LogProb(↓):   0.106118
Path Entropy(↓):  0.439436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film monsters, inc.
Start Entity:     Monsters, Inc.
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Monsters, Inc. --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Monsters, Inc. --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.380758
Path Entropy(↓):  3.993158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the tin star
Start Entity:     The Tin Star
Gold Answer:      [['Abem Finkel', 'Thornton Wilder', 'Delmer Daves', 'Lamar Trotti', 'Lou Breslow', 'Claude Binyon', 'Richard Condon', 'Alan Rudolph', 'Melville Shavelson', 'Al Hirshberg', 'Jimmy Piersall', 'Roy Huggins', 'Samuel A. Taylor', 'Nunnally Johnson', 'Robert Benton', 'Tom Holland', 'Nevil Shute', 'Robert Bloch', 'Robert Alan Aurthur', 'Robert Stone', 'William Richert', 'Sam Hellman', 'Gerold Frank', 'Samuel G. Engel', 'Arch Oboler', 'Howard Rodman', 'Richard Dougherty', 'John Steinbeck', 'Ernest Thompson', 'Pupi Avati', 'Jules Dassin', 'Helen Gurley Brown', 'Bernardo Bertolucci', 'John Michael Hayes', 'Joseph Stefano', 'Abraham Polonsky', 'Graham Greene', 'Oakley Hall', 'Leonard Spigelgass', 'Thomas Heggen', 'David Hertz', 'Elizabeth Janeway', 'Margarita Lymberaki', 'Donald S. Sanford', 'Sidney Carroll', 'Laurence Stallings', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'John Paxton', 'Preston Sturges', 'David Newman', 'King Vidor', 'Gore Vidal', 'Maxwell Anderson', 'Sergio Donati', 'Walter D. Edmonds', 'Damon Runyon', 'Sergio Leone', 'John Gay', 'Franz Kafka', 'Dario Argento', 'Ken Kesey', 'Michael Wilson', 'Leo Tolstoy', 'Malcolm D. Lee', 'David Twohy', 'Ruth Gordon', 'John Brophy', 'Charles Edward Pogue', 'Stephen Geller', 'John Huston', 'Clements Ripley', 'James Lee Barrett', 'Jessamyn West', 'Irwin Shaw', 'Françoise Sagan', 'Walter Van Tilburg Clark', 'Winston Miller', 'Frank S. Nugent', 'Owen Davis', 'James Warner Bellah', 'Mort Lachman', 'James R. Webb', 'Joshua Logan', 'Dalton Trumbo', 'Orson Welles', "Eugene O'Neill", 'Monckton Hoffe']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   The Tin Star --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Bernardo Bertolucci
Path (Raw):       The Tin Star --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Bernardo Bertolucci
Neg LogProb(↓):   2.052063
Path Entropy(↓):  3.291483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by lovi poe
Start Entity:     Lovi Poe
Gold Answer:      [['Brillante Mendoza']]
Predicted Ans:    Brillante Mendoza
Predicted Path:   Lovi Poe --[(INV) starred_actors]--> Thy Womb --[directed_by]--> Brillante Mendoza
Path (Raw):       Lovi Poe --[No Operation]--> Lovi Poe --[(INV) starred_actors]--> Thy Womb --[directed_by]--> Brillante Mendoza
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of an average little man
Start Entity:     An Average Little Man
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   An Average Little Man --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       An Average Little Man --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.429292
Path Entropy(↓):  4.598727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the stratton story
Start Entity:     The Stratton Story
Gold Answer:      [['sam wood']]
Predicted Ans:    sam wood
Predicted Path:   The Stratton Story --[has_tags]--> sam wood --[(INV) has_tags]--> The Devil and Miss Jones --[has_tags]--> sam wood
Path (Raw):       The Stratton Story --[has_tags]--> sam wood --[(INV) has_tags]--> The Devil and Miss Jones --[has_tags]--> sam wood
Neg LogProb(↓):   0.001305
Path Entropy(↓):  0.010104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with luca barbareschi
Start Entity:     Luca Barbareschi
Gold Answer:      [['Francesca Ciardi', 'Robert Kerman']]
Predicted Ans:    Robert Kerman
Predicted Path:   Luca Barbareschi --[(INV) starred_actors]--> Cannibal Holocaust --[starred_actors]--> Robert Kerman
Path (Raw):       Luca Barbareschi --[No Operation]--> Luca Barbareschi --[(INV) starred_actors]--> Cannibal Holocaust --[starred_actors]--> Robert Kerman
Neg LogProb(↓):   0.093176
Path Entropy(↓):  0.387670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed summer lovers
Start Entity:     Summer Lovers
Gold Answer:      [['Michael Burton', 'Mark H. Baker', 'Henry De Vere Stacpoole', 'Randal Kleiser', 'Jack London', 'Warren Casey', 'Jim Jacobs', 'Douglas Day Stewart']]
Predicted Ans:    Jack London
Predicted Path:   Summer Lovers --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[written_by]--> Jack London
Path (Raw):       Summer Lovers --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[written_by]--> Jack London
Neg LogProb(↓):   0.723528
Path Entropy(↓):  0.872219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the puppet masters were directed by who
Start Entity:     The Puppet Masters
Gold Answer:      [['William Dieterle', 'Alex Proyas', 'Robert Mandel', 'Roland Emmerich', 'Ole Bornedal', 'Peter Spierig', 'Christopher Nolan', 'David S. Goyer', 'Stephen Norrington', 'Zack Snyder', 'Gareth Edwards', 'Paul Verhoeven', 'Guillermo del Toro']]
Predicted Ans:    Christopher Nolan
Predicted Path:   The Puppet Masters --[written_by]--> David S. Goyer --[(INV) written_by]--> The Dark Knight Rises --[directed_by]--> Christopher Nolan
Path (Raw):       The Puppet Masters --[written_by]--> David S. Goyer --[(INV) written_by]--> The Dark Knight Rises --[directed_by]--> Christopher Nolan
Neg LogProb(↓):   0.030987
Path Entropy(↓):  0.164318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film alexander's ragtime band
Start Entity:     Alexander's Ragtime Band
Gold Answer:      [['1938']]
Predicted Ans:    1938
Predicted Path:   Alexander's Ragtime Band --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Path (Raw):       Alexander's Ragtime Band --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Neg LogProb(↓):   1.441735
Path Entropy(↓):  2.544296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of sweet charity
Start Entity:     Sweet Charity
Gold Answer:      [['Steve Martin', 'Peter Falk', 'Maureen Stapleton', 'Jonathan Silverman', "Michael O'Keefe", 'Eileen Brennan', 'Jerry Stiller', 'Anthony Quinn', 'Renée Taylor', 'Rebecca De Mornay', 'Truman Capote', 'Patricia Heaton', 'Christopher Walken', 'Walter Matthau', 'James Coco', 'Kristy McNichol', 'Ben Stiller', 'Donald Sutherland', 'Randy Quaid', 'Paula Prentiss', 'Sid Caesar', 'Sandra Milo', 'Peppino De Filippo', 'Audra Lindley', 'Carla Del Poggio', 'Peter Sellers', 'Mario Pisu', 'Aldo Fabrizi', 'Gianfranco Bellini', 'Sally Kellerman', 'Lee Meredith', 'Joan Hackett', 'Richard Benjamin', 'Broderick Crawford', 'Jeannie Berlin', 'George Burns', 'Irene Worth', 'Paul Benedict', 'Quinn Cummings', 'Brigitte Bardot', 'Mildred Natwick', 'Charles Boyer', 'Blythe Danner', 'Frank Sinatra', 'Maggie Smith', 'Barbara Harris', 'Judith Ivey', 'Steve Lawrence', 'Jane Fonda', 'Chevy Chase', 'Richard Basehart', 'Matthew Broderick', 'Charles Grodin', 'Goldie Hawn', 'Lee Grant', 'Marcello Mastroianni', 'Jason Robards', 'Alain Delon', 'Alan Arkin', 'Marsha Mason', 'Federico Fellini', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Richard Dreyfuss', 'Brunella Bovo', 'Michelle Monaghan', 'Jack Lemmon', 'Alec Baldwin', 'Franco Fabrizi', 'Franco Interlenghi', 'Valentina Cortese', 'Robert Redford', 'Jeff Daniels', 'Cybill Shepherd', 'Kim Basinger', 'Terence Stamp', 'Mercedes Ruehl']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Sweet Charity --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Sweet Charity --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.888507
Path Entropy(↓):  1.581624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the badge
Start Entity:     The Badge
Gold Answer:      [['Scott Phillips', 'Christopher Hampton', 'Scott Alexander', 'Larry Karaszewski', 'Ole Bornedal', 'Dwight Yoakam', 'David O. Russell', 'Ernest Lehman', 'Quentin Tarantino', 'Ethan Coen', 'Billy Bob Thornton', 'Charles Perrault', 'David Lynch', 'Todd Phillips', 'Richard Linklater', 'Stephen Potter', 'Joe Connelly', 'Charlie Kaufman', 'Rudolph Grey', 'Leslie Bohem', 'Robert Benton', 'Richard Russo', 'Tom Wheeler', 'Brian Lynch', 'Ron Peer', 'Paul Schrader', 'Barry Gifford', 'Victor Canning', 'David Dobkin', 'William Goldman', 'John Lee Hancock', 'Joe Klein', 'John Sacret Young', 'Carol Amen', 'Joseph Conrad', 'Heywood Gould', 'Katja von Garnier', 'Stephen Gaghan', 'John Ridley']]
Predicted Ans:    Katja von Garnier
Predicted Path:   The Badge --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       The Badge --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.462981
Path Entropy(↓):  1.373280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was george h. plympton a writer on
Start Entity:     George H. Plympton
Gold Answer:      [['Zombies of Mora Tau']]
Predicted Ans:    Zombies of Mora Tau
Predicted Path:   George H. Plympton --[(INV) written_by]--> Zombies of Mora Tau --[written_by]--> Bernard Gordon --[(INV) written_by]--> Zombies of Mora Tau
Path (Raw):       George H. Plympton --[(INV) written_by]--> Zombies of Mora Tau --[written_by]--> Bernard Gordon --[(INV) written_by]--> Zombies of Mora Tau
Neg LogProb(↓):   0.569931
Path Entropy(↓):  0.697077
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about cheating
Start Entity:     cheating
Gold Answer:      [['Slumdog Millionaire']]
Predicted Ans:    Salaam Bombay!
Predicted Path:   cheating --[(INV) has_tags]--> Slumdog Millionaire --[has_tags]--> mumbai --[(INV) has_tags]--> Salaam Bombay!
Path (Raw):       cheating --[(INV) has_tags]--> Slumdog Millionaire --[has_tags]--> mumbai --[(INV) has_tags]--> Salaam Bombay!
Neg LogProb(↓):   0.173078
Path Entropy(↓):  0.482399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie wheels on meals were in which genres
Start Entity:     Wheels on Meals
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Wheels on Meals --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[has_genre]--> Action
Path (Raw):       Wheels on Meals --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[has_genre]--> Action
Neg LogProb(↓):   0.336416
Path Entropy(↓):  1.094652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of tsuneo tomita written movies
Start Entity:     Tsuneo Tomita
Gold Answer:      [['Akira Kurosawa']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   Tsuneo Tomita --[(INV) written_by]--> Sanshiro Sugata --[directed_by]--> Akira Kurosawa
Path (Raw):       Tsuneo Tomita --[No Operation]--> Tsuneo Tomita --[(INV) written_by]--> Sanshiro Sugata --[directed_by]--> Akira Kurosawa
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Shekhar kapur was the director on which movies
Start Entity:     Shekhar Kapur
Gold Answer:      [['The Four Feathers', 'Bandit Queen', 'Elizabeth']]
Predicted Ans:    The Brides of Fu Manchu
Predicted Path:   Shekhar Kapur --[(INV) directed_by]--> The Four Feathers --[directed_by]--> Don Sharp --[(INV) directed_by]--> The Brides of Fu Manchu
Path (Raw):       Shekhar Kapur --[(INV) directed_by]--> The Four Feathers --[directed_by]--> Don Sharp --[(INV) directed_by]--> The Brides of Fu Manchu
Neg LogProb(↓):   0.828360
Path Entropy(↓):  1.679769
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by shane acker in
Start Entity:     Shane Acker
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Shane Acker --[(INV) directed_by]--> 9 --[has_genre]--> Animation
Path (Raw):       Shane Acker --[No Operation]--> Shane Acker --[(INV) directed_by]--> 9 --[has_genre]--> Animation
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by david veloz were released in which years
Start Entity:     David Veloz
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   David Veloz --[(INV) directed_by]--> Permanent Midnight --[release_year]--> 1998
Path (Raw):       David Veloz --[No Operation]--> David Veloz --[(INV) directed_by]--> Permanent Midnight --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by dean semler
Start Entity:     Dean Semler
Gold Answer:      [['William Forsythe', 'Scott Glenn', 'Howie Long', 'Heath Ledger', 'Suzy Amis', 'Steven Seagal', 'Mel Gibson']]
Predicted Ans:    Mel Gibson
Predicted Path:   Dean Semler --[(INV) directed_by]--> The Patriot --[starred_actors]--> Mel Gibson
Path (Raw):       Dean Semler --[No Operation]--> Dean Semler --[(INV) directed_by]--> The Patriot --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.514951
Path Entropy(↓):  0.958339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of wet hot american summer
Start Entity:     Wet Hot American Summer
Gold Answer:      [['Jennifer Aniston', 'Michael Showalter', 'Paul Rudd', 'Seann William Scott', "Bobb'e J. Thompson"]]
Predicted Ans:    Paul Rudd
Predicted Path:   Wet Hot American Summer --[written_by]--> David Wain --[(INV) written_by]--> Role Models --[starred_actors]--> Paul Rudd
Path (Raw):       Wet Hot American Summer --[written_by]--> David Wain --[(INV) written_by]--> Role Models --[starred_actors]--> Paul Rudd
Neg LogProb(↓):   0.053956
Path Entropy(↓):  0.224017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in 2 fast 2 furious
Start Entity:     2 Fast 2 Furious
Gold Answer:      [['English']]
Predicted Ans:    Camille Delamarre
Predicted Path:   2 Fast 2 Furious --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> Brick Mansions --[directed_by]--> Camille Delamarre
Path (Raw):       2 Fast 2 Furious --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> Brick Mansions --[directed_by]--> Camille Delamarre
Neg LogProb(↓):   0.261050
Path Entropy(↓):  0.867984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed the eagle
Start Entity:     The Eagle
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Eagle --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> Touching the Void --[in_language]--> English
Path (Raw):       The Eagle --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> Touching the Void --[in_language]--> English
Neg LogProb(↓):   0.006420
Path Entropy(↓):  0.043310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was brake written by
Start Entity:     Brake
Gold Answer:      [['Timothy Mannion']]
Predicted Ans:    Timothy Mannion
Predicted Path:   Brake --[written_by]--> Timothy Mannion --[(INV) written_by]--> Brake --[written_by]--> Timothy Mannion
Path (Raw):       Brake --[written_by]--> Timothy Mannion --[(INV) written_by]--> Brake --[written_by]--> Timothy Mannion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie the return of doctor x about
Start Entity:     The Return of Doctor X
Gold Answer:      [['humphrey bogart']]
Predicted Ans:    humphrey bogart
Predicted Path:   The Return of Doctor X --[written_by]--> William J. Makin --[(INV) written_by]--> The Return of Doctor X --[has_tags]--> humphrey bogart
Path (Raw):       The Return of Doctor X --[written_by]--> William J. Makin --[(INV) written_by]--> The Return of Doctor X --[has_tags]--> humphrey bogart
Neg LogProb(↓):   0.007411
Path Entropy(↓):  0.043610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of no god, no master
Start Entity:     No God, No Master
Gold Answer:      [['Terry Green']]
Predicted Ans:    Terry Green
Predicted Path:   No God, No Master --[written_by]--> Terry Green --[(INV) written_by]--> No God, No Master --[written_by]--> Terry Green
Path (Raw):       No God, No Master --[written_by]--> Terry Green --[(INV) written_by]--> No God, No Master --[written_by]--> Terry Green
Neg LogProb(↓):   0.015760
Path Entropy(↓):  0.080535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was beyond a reasonable doubt released
Start Entity:     Beyond a Reasonable Doubt
Gold Answer:      [['1956']]
Predicted Ans:    fritz lang
Predicted Path:   Beyond a Reasonable Doubt --[written_by]--> Douglas Morrow --[(INV) written_by]--> Beyond a Reasonable Doubt --[has_tags]--> fritz lang
Path (Raw):       Beyond a Reasonable Doubt --[written_by]--> Douglas Morrow --[(INV) written_by]--> Beyond a Reasonable Doubt --[has_tags]--> fritz lang
Neg LogProb(↓):   1.431778
Path Entropy(↓):  1.616717
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of battle royale also starred in which films
Start Entity:     Battle Royale
Gold Answer:      [["Takeshis'", 'Glory to the Filmmaker!', 'Outrage', 'Violent Cop', 'Achilles and the Tortoise', 'Kikujiro', 'Beyond Outrage', 'Boiling Point', 'Sonatine', 'Brother', 'Blood and Bones']]
Predicted Ans:    Outrage
Predicted Path:   Battle Royale --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage
Path (Raw):       Battle Royale --[starred_actors]--> Takeshi Kitano --[No Operation]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage
Neg LogProb(↓):   0.358263
Path Entropy(↓):  1.120335
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the closed circuit director
Start Entity:     Closed Circuit
Gold Answer:      [['Jonathan Trigell', "Mark O'Rowe", 'Peter Harness', 'Colm Tóibín', 'Nick Hornby']]
Predicted Ans:    Peter Harness
Predicted Path:   Closed Circuit --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There? --[written_by]--> Peter Harness
Path (Raw):       Closed Circuit --[directed_by]--> John Crowley --[(INV) directed_by]--> Is Anybody There? --[written_by]--> Peter Harness
Neg LogProb(↓):   0.001181
Path Entropy(↓):  0.010681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the skeleton key
Start Entity:     The Skeleton Key
Gold Answer:      [['Scandal', 'Lonely Are the Brave', 'Minnie and Moskowitz', 'Hope Floats', 'Faces', 'Green Lantern', 'The Notebook', 'Rob Roy', 'Nineteen Eighty-Four', 'Kinsey', "Boys Don't Cry", 'Another Woman', 'All the Little Animals', 'Love and Death on Long Island', 'Hysterical Blindness', 'The Neon Bible', 'Orphan', 'Hercules', 'The Center of the World', 'King Ralph', "Jayne Mansfield's Car", '44 Inch Chest', "My Best Friend's Girl", 'Unhook the Stars', 'Flightplan', 'How to Lose a Guy in 10 Days', 'Opening Night', 'Something Borrowed', 'The Elephant Man', 'You, Me and Dupree', 'Tempest', 'The Killer Inside Me', 'Paulie', 'The Reluctant Fundamentalist', 'Miranda', 'Owning Mahowny', 'Empire', 'From the Hip', 'Night Crossing', 'Gossip', 'The Day of the Doctor', "Fool's Gold", "Heaven's Gate", 'Snowpiercer', 'Wish I Was Here', '10 Rillington Place', 'Jarhead', 'The Osterman Weekend', 'The Lord of the Rings', 'Something to Talk About', 'An Englishman in New York', 'Watership Down', 'Wild Bill', 'Night Moves', 'Desert Blue', 'Brighton Rock', 'Partners', 'Tinker Tailor Soldier Spy', 'Shattered Glass', 'Bride Wars', 'The Gruffalo', 'Light of Day', 'The Mysteries of Pittsburgh', 'The Oxford Murders', 'The Naked Civil Servant', 'Lovelace', 'A Little Bit of Heaven', 'Raising Helen']]
Predicted Ans:    Hercules
Predicted Path:   The Skeleton Key --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Hercules
Path (Raw):       The Skeleton Key --[starred_actors]--> John Hurt --[No Operation]--> John Hurt --[(INV) starred_actors]--> Hercules
Neg LogProb(↓):   1.079207
Path Entropy(↓):  2.268141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with semi - tough
Start Entity:     Semi-Tough
Gold Answer:      [['Paris Blues', 'Little Miss Marker', 'The Front']]
Predicted Ans:    Semi-Tough
Predicted Path:   Semi-Tough --[written_by]--> Walter Bernstein --[(INV) written_by]--> Semi-Tough
Path (Raw):       Semi-Tough --[No Operation]--> Semi-Tough --[written_by]--> Walter Bernstein --[(INV) written_by]--> Semi-Tough
Neg LogProb(↓):   0.417938
Path Entropy(↓):  1.005268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by joel david moore were in which genres
Start Entity:     Joel David Moore
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Joel David Moore --[(INV) starred_actors]--> Spiral --[has_genre]--> Thriller
Path (Raw):       Joel David Moore --[No Operation]--> Joel David Moore --[(INV) starred_actors]--> Spiral --[has_genre]--> Thriller
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by mark jonathan harris fall under
Start Entity:     Mark Jonathan Harris
Gold Answer:      [['Documentary', 'War']]
Predicted Ans:    Documentary
Predicted Path:   Mark Jonathan Harris --[(INV) directed_by]--> The Long Way Home --[has_genre]--> Documentary
Path (Raw):       Mark Jonathan Harris --[No Operation]--> Mark Jonathan Harris --[(INV) directed_by]--> The Long Way Home --[has_genre]--> Documentary
Neg LogProb(↓):   0.003020
Path Entropy(↓):  0.020536
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of keeping up with the steins
Start Entity:     Keeping Up with the Steins
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Keeping Up with the Steins --[directed_by]--> Scott Marshall --[(INV) directed_by]--> Keeping Up with the Steins --[has_genre]--> Comedy
Path (Raw):       Keeping Up with the Steins --[directed_by]--> Scott Marshall --[(INV) directed_by]--> Keeping Up with the Steins --[has_genre]--> Comedy
Neg LogProb(↓):   0.542439
Path Entropy(↓):  0.679862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the saint of fort washington
Start Entity:     The Saint of Fort Washington
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Saint of Fort Washington --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[has_genre]--> Comedy
Path (Raw):       The Saint of Fort Washington --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[has_genre]--> Comedy
Neg LogProb(↓):   0.062707
Path Entropy(↓):  0.292435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor veerle baetens co - starred with who
Start Entity:     Veerle Baetens
Gold Answer:      [['Johan Heldenbergh', 'Nell Cattrysse']]
Predicted Ans:    Veerle Baetens
Predicted Path:   Veerle Baetens --[(INV) starred_actors]--> The Broken Circle Breakdown --[starred_actors]--> Veerle Baetens
Path (Raw):       Veerle Baetens --[No Operation]--> Veerle Baetens --[(INV) starred_actors]--> The Broken Circle Breakdown --[starred_actors]--> Veerle Baetens
Neg LogProb(↓):   0.029686
Path Entropy(↓):  0.135756
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a film directed by ava duvernay
Start Entity:     Ava DuVernay
Gold Answer:      [['Selma', 'Middle of Nowhere']]
Predicted Ans:    Selma
Predicted Path:   Ava DuVernay --[(INV) directed_by]--> Selma --[directed_by]--> Ava DuVernay --[(INV) directed_by]--> Selma
Path (Raw):       Ava DuVernay --[(INV) directed_by]--> Selma --[directed_by]--> Ava DuVernay --[(INV) directed_by]--> Selma
Neg LogProb(↓):   0.659622
Path Entropy(↓):  0.941104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of tall story
Start Entity:     Tall Story
Gold Answer:      [['1957', '1961', '1932', '1967', '1969', '1955', '1958', '1956']]
Predicted Ans:    1955
Predicted Path:   Tall Story --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[release_year]--> 1955
Path (Raw):       Tall Story --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[release_year]--> 1955
Neg LogProb(↓):   1.142393
Path Entropy(↓):  1.716235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed and starring pancho villa as himself
Start Entity:     And Starring Pancho Villa as Himself
Gold Answer:      [['Marilyn Levy', 'Kenneth G. Ross', 'Stephen Katz', 'John Darrouzet', 'Horton Foote', 'Charlie Peters', 'Brian Moore', 'William Boyd', 'Bruce Beresford', 'Beth Henley', 'Alfred Uhry']]
Predicted Ans:    Bruce Beresford
Predicted Path:   And Starring Pancho Villa as Himself --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[written_by]--> Bruce Beresford
Path (Raw):       And Starring Pancho Villa as Himself --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[written_by]--> Bruce Beresford
Neg LogProb(↓):   0.429585
Path Entropy(↓):  1.112378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the incident released
Start Entity:     The Incident
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   The Incident --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       The Incident --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   2.782599
Path Entropy(↓):  4.341838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by sergio martino in
Start Entity:     Sergio Martino
Gold Answer:      [['War', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Sergio Martino --[(INV) written_by]--> Torso --[has_genre]--> Thriller
Path (Raw):       Sergio Martino --[No Operation]--> Sergio Martino --[(INV) written_by]--> Torso --[has_genre]--> Thriller
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in donnie brasco
Start Entity:     Donnie Brasco
Gold Answer:      [['Johnny Depp', 'Michael Madsen', 'Al Pacino', 'Bruno Kirby']]
Predicted Ans:    Al Pacino
Predicted Path:   Donnie Brasco --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> Two Bits --[starred_actors]--> Al Pacino
Path (Raw):       Donnie Brasco --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> Two Bits --[starred_actors]--> Al Pacino
Neg LogProb(↓):   0.407737
Path Entropy(↓):  0.906790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie liliom
Start Entity:     Liliom
Gold Answer:      [['1946', '1954', '1944', '1936', '1941', '2009', '1933', '1951', '1953', '2014', '1956', '1931', '1943', '2001', '1942', '1921', '1940', '1938', '1955', '1997', '1950', '1929', '1927', '1945', '1937', '1952']]
Predicted Ans:    1936
Predicted Path:   Liliom --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Fury --[release_year]--> 1936
Path (Raw):       Liliom --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Fury --[release_year]--> 1936
Neg LogProb(↓):   1.437642
Path Entropy(↓):  2.715155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of naked lunch also wrote movies
Start Entity:     Naked Lunch
Gold Answer:      [['Videodrome', 'Crimes of the Future', 'Crash', 'Rabid', 'The Fly', 'The Brood', 'Stereo', 'Cosmopolis', 'Dead Ringers', 'Scanners']]
Predicted Ans:    Rabid
Predicted Path:   Naked Lunch --[written_by]--> David Cronenberg --[(INV) written_by]--> Rabid
Path (Raw):       Naked Lunch --[written_by]--> David Cronenberg --[(INV) written_by]--> Rabid --[No Operation]--> Rabid
Neg LogProb(↓):   0.664380
Path Entropy(↓):  1.331397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of the tale of zatoichi
Start Entity:     The Tale of Zatoichi
Gold Answer:      [['Kenji Misumi']]
Predicted Ans:    Kenji Misumi
Predicted Path:   The Tale of Zatoichi --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[directed_by]--> Kenji Misumi
Path (Raw):       The Tale of Zatoichi --[directed_by]--> Kenji Misumi --[(INV) directed_by]--> Fight, Zatoichi, Fight --[directed_by]--> Kenji Misumi
Neg LogProb(↓):   0.001674
Path Entropy(↓):  0.012434
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did howard sheehan write the story for
Start Entity:     Howard Sheehan
Gold Answer:      [['PT 109']]
Predicted Ans:    PT 109
Predicted Path:   Howard Sheehan --[(INV) written_by]--> PT 109 --[written_by]--> Howard Sheehan --[(INV) written_by]--> PT 109
Path (Raw):       Howard Sheehan --[(INV) written_by]--> PT 109 --[written_by]--> Howard Sheehan --[(INV) written_by]--> PT 109
Neg LogProb(↓):   0.459338
Path Entropy(↓):  0.658044
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by michael schroeder released
Start Entity:     Michael Schroeder
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Michael Schroeder --[(INV) directed_by]--> Man in the Chair --[release_year]--> 2007
Path (Raw):       Michael Schroeder --[No Operation]--> Michael Schroeder --[(INV) directed_by]--> Man in the Chair --[release_year]--> 2007
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of bunny and the bull
Start Entity:     Bunny and the Bull
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bunny and the Bull --[directed_by]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[has_genre]--> Comedy
Path (Raw):       Bunny and the Bull --[directed_by]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[has_genre]--> Comedy
Neg LogProb(↓):   0.002649
Path Entropy(↓):  0.018359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in wild in the country
Start Entity:     Wild in the Country
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Music
Predicted Path:   Wild in the Country --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Roustabout --[has_genre]--> Music
Path (Raw):       Wild in the Country --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Roustabout --[has_genre]--> Music
Neg LogProb(↓):   1.819742
Path Entropy(↓):  2.982952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by jared stern
Start Entity:     Jared Stern
Gold Answer:      [['Ben Stiller', 'Owen Wilson', 'Vince Vaughn', 'Jonah Hill', 'Richard Ayoade']]
Predicted Ans:    Owen Wilson
Predicted Path:   Jared Stern --[(INV) written_by]--> The Internship --[starred_actors]--> Owen Wilson
Path (Raw):       Jared Stern --[No Operation]--> Jared Stern --[(INV) written_by]--> The Internship --[starred_actors]--> Owen Wilson
Neg LogProb(↓):   0.002089
Path Entropy(↓):  0.014965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of oklahoma!
Start Entity:     Oklahoma!
Gold Answer:      [['Rouben Mamoulian', 'James Whale', 'Roy Del Ruth', 'H.C. Potter', 'Walter Lang', 'Otto Preminger', 'Richard Boleslawski', 'George Sidney']]
Predicted Ans:    Rouben Mamoulian
Predicted Path:   Oklahoma! --[written_by]--> Oscar Hammerstein II --[(INV) written_by]--> High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian
Path (Raw):       Oklahoma! --[written_by]--> Oscar Hammerstein II --[(INV) written_by]--> High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian
Neg LogProb(↓):   0.202953
Path Entropy(↓):  0.672195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of barry lyndon
Start Entity:     Barry Lyndon
Gold Answer:      [["Vincent D'Onofrio", 'Dominique Swain', 'Jack Nicholson', 'Scatman Crothers', 'Vince Edwards', 'Shelley Duvall', 'Danny Lloyd', 'Sterling Hayden', 'Coleen Gray', 'Charles Laughton', 'Jeremy Irons', 'Laurence Olivier', 'Frank Silvera', 'Jamie Smith', 'Malcolm McDowell', 'Irene Kane', 'Shelley Winters', 'Kirk Douglas', 'Frank Langella', 'Melanie Griffith', 'Matthew Modine', 'Jean Simmons', 'Sue Lyon', 'Adam Baldwin', 'R. Lee Ermey', 'James Mason']]
Predicted Ans:    Kirk Douglas
Predicted Path:   Barry Lyndon --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Path (Raw):       Barry Lyndon --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Paths of Glory --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.691882
Path Entropy(↓):  1.393394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the night strangler were released in which years
Start Entity:     The Night Strangler
Gold Answer:      [['1976', '1998', '1970', '1975', '1971', '2005', '1996', '1999']]
Predicted Ans:    1970
Predicted Path:   The Night Strangler --[directed_by]--> Dan Curtis --[(INV) directed_by]--> House of Dark Shadows --[release_year]--> 1970
Path (Raw):       The Night Strangler --[directed_by]--> Dan Curtis --[(INV) directed_by]--> House of Dark Shadows --[release_year]--> 1970
Neg LogProb(↓):   0.763156
Path Entropy(↓):  1.307976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by michelle yeoh release
Start Entity:     Michelle Yeoh
Gold Answer:      [['2000', '1993', '2010', '1999', '1994', '2011', '2007']]
Predicted Ans:    2000
Predicted Path:   Michelle Yeoh --[(INV) starred_actors]--> Crouching Tiger, Hidden Dragon --[release_year]--> 2000
Path (Raw):       Michelle Yeoh --[No Operation]--> Michelle Yeoh --[(INV) starred_actors]--> Crouching Tiger, Hidden Dragon --[release_year]--> 2000
Neg LogProb(↓):   0.849554
Path Entropy(↓):  0.745777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did john rich direct
Start Entity:     John Rich
Gold Answer:      [['Roustabout', 'Wives and Lovers']]
Predicted Ans:    Roustabout
Predicted Path:   John Rich --[(INV) directed_by]--> Roustabout --[directed_by]--> John Rich --[(INV) directed_by]--> Roustabout
Path (Raw):       John Rich --[(INV) directed_by]--> Roustabout --[directed_by]--> John Rich --[(INV) directed_by]--> Roustabout
Neg LogProb(↓):   0.938749
Path Entropy(↓):  1.249122
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the last castle
Start Entity:     The Last Castle
Gold Answer:      [['James Gandolfini', 'Robert Redford', 'Mark Ruffalo']]
Predicted Ans:    Mark Ruffalo
Predicted Path:   The Last Castle --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Sympathy for Delicious --[starred_actors]--> Mark Ruffalo
Path (Raw):       The Last Castle --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Sympathy for Delicious --[starred_actors]--> Mark Ruffalo
Neg LogProb(↓):   0.091135
Path Entropy(↓):  0.388088
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by willy russell
Start Entity:     Willy Russell
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Willy Russell --[(INV) written_by]--> Educating Rita --[has_genre]--> Comedy
Path (Raw):       Willy Russell --[No Operation]--> Willy Russell --[(INV) written_by]--> Educating Rita --[has_genre]--> Comedy
Neg LogProb(↓):   0.415459
Path Entropy(↓):  0.641477
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the 711 ocean drive director release
Start Entity:     711 Ocean Drive
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   711 Ocean Drive --[directed_by]--> Joseph M. Newman --[(INV) directed_by]--> This Island Earth --[release_year]--> 1955
Path (Raw):       711 Ocean Drive --[directed_by]--> Joseph M. Newman --[(INV) directed_by]--> This Island Earth --[release_year]--> 1955
Neg LogProb(↓):   0.543235
Path Entropy(↓):  0.680013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for mona lisa
Start Entity:     Mona Lisa
Gold Answer:      [['Neil Jordan']]
Predicted Ans:    Neil Jordan
Predicted Path:   Mona Lisa --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Michael Collins --[directed_by]--> Neil Jordan
Path (Raw):       Mona Lisa --[directed_by]--> Neil Jordan --[(INV) directed_by]--> Michael Collins --[directed_by]--> Neil Jordan
Neg LogProb(↓):   0.752700
Path Entropy(↓):  1.063372
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by steve mcqueen were written by who
Start Entity:     Steve McQueen
Gold Answer:      [['John Ridley', 'Solomon Northup', 'Enda Walsh', 'Ingmar Bergman', 'Henning Carlsen', 'Knut Hamsun', 'L.D. Goffigan']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Steve McQueen --[(INV) directed_by]--> Shame --[written_by]--> Ingmar Bergman
Path (Raw):       Steve McQueen --[No Operation]--> Steve McQueen --[(INV) directed_by]--> Shame --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.118985
Path Entropy(↓):  0.454351
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was john simm an actor in
Start Entity:     John Simm
Gold Answer:      [['Miranda', 'Human Traffic']]
Predicted Ans:    Human Traffic
Predicted Path:   John Simm --[(INV) starred_actors]--> Human Traffic --[written_by]--> Justin Kerrigan --[(INV) written_by]--> Human Traffic
Path (Raw):       John Simm --[(INV) starred_actors]--> Human Traffic --[written_by]--> Justin Kerrigan --[(INV) written_by]--> Human Traffic
Neg LogProb(↓):   0.066201
Path Entropy(↓):  0.305154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by mario van peebles
Start Entity:     mario van peebles
Gold Answer:      [['Baadasssss!', 'Solo']]
Predicted Ans:    Solo
Predicted Path:   mario van peebles --[(INV) has_tags]--> Solo --[written_by]--> Robert Mason --[(INV) written_by]--> Solo
Path (Raw):       mario van peebles --[(INV) has_tags]--> Solo --[written_by]--> Robert Mason --[(INV) written_by]--> Solo
Neg LogProb(↓):   0.000802
Path Entropy(↓):  0.007129
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the shanghai gesture
Start Entity:     The Shanghai Gesture
Gold Answer:      [['1983', '1934', '1957', '2003', '1928', '1996', '1927', '1932', '2002', '1935', '1952', '1930', '1931']]
Predicted Ans:    1930
Predicted Path:   The Shanghai Gesture --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[release_year]--> 1930
Path (Raw):       The Shanghai Gesture --[directed_by]--> Josef von Sternberg --[(INV) directed_by]--> Morocco --[release_year]--> 1930
Neg LogProb(↓):   1.646320
Path Entropy(↓):  1.888693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by hart's war actors
Start Entity:     Hart's War
Gold Answer:      [['English', 'Polish', 'Kurdish', 'German', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Hart's War --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Path (Raw):       Hart's War --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.407078
Path Entropy(↓):  0.916693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does pat o'brien appear in
Start Entity:     Pat O'Brien
Gold Answer:      [['Bombardier', 'The Fighting 69th', 'A Dangerous Profession', 'The Front Page', 'San Quentin', 'Page Miss Glory', 'Here Comes the Navy', 'Boy Meets Girl', 'Torrid Zone', 'Crack-Up', 'Castle on the Hudson', 'Angels with Dirty Faces', 'The Boy with Green Hair']]
Predicted Ans:    Here Comes the Navy
Predicted Path:   Pat O'Brien --[(INV) starred_actors]--> Here Comes the Navy --[starred_actors]--> Gloria Stuart --[(INV) starred_actors]--> Here Comes the Navy
Path (Raw):       Pat O'Brien --[(INV) starred_actors]--> Here Comes the Navy --[starred_actors]--> Gloria Stuart --[(INV) starred_actors]--> Here Comes the Navy
Neg LogProb(↓):   0.414653
Path Entropy(↓):  0.850818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with lawyer man fall under
Start Entity:     Lawyer Man
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Lawyer Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Path (Raw):       Lawyer Man --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[has_genre]--> Comedy
Neg LogProb(↓):   0.493424
Path Entropy(↓):  1.244685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by blackbeard's ghost actors
Start Entity:     Blackbeard's Ghost
Gold Answer:      [['Amy Holden Jones', 'Dale Wasserman', 'Ira Wallach', 'Monja Danischewsky', 'Gordon Buford', 'Ernest K. Gann', 'Louis Pelletier', 'Ranald MacDougall', 'Peter Ustinov', 'Sonya Levien', 'Isobel Lennart', 'Jon Cleary', 'Daphne Du Maurier', 'Anthony Shaffer', 'Agatha Christie', 'Michael Winner', 'Peter Buckman', 'Albert Aley', 'Felix Salten', 'Eric Ambler', 'Eric Hatch', 'Muriel Resnik', 'Albert Husson', 'Don Tait', 'Julius J. Epstein', 'Evan Hunter', 'John Hughes', 'Herman Melville', 'John Lee Mahin', 'Mildred Gordon', 'Henryk Sienkiewicz']]
Predicted Ans:    Eric Hatch
Predicted Path:   Blackbeard's Ghost --[starred_actors]--> Dean Jones --[(INV) starred_actors]--> The Horse in the Gray Flannel Suit --[written_by]--> Eric Hatch
Path (Raw):       Blackbeard's Ghost --[starred_actors]--> Dean Jones --[(INV) starred_actors]--> The Horse in the Gray Flannel Suit --[written_by]--> Eric Hatch
Neg LogProb(↓):   0.010132
Path Entropy(↓):  0.067749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did aya irizuki act in
Start Entity:     Aya Irizuki
Gold Answer:      [['Cherry Blossoms']]
Predicted Ans:    Cherry Blossoms
Predicted Path:   Aya Irizuki --[(INV) starred_actors]--> Cherry Blossoms --[starred_actors]--> Hannelore Elsner --[(INV) starred_actors]--> Cherry Blossoms
Path (Raw):       Aya Irizuki --[(INV) starred_actors]--> Cherry Blossoms --[starred_actors]--> Hannelore Elsner --[(INV) starred_actors]--> Cherry Blossoms
Neg LogProb(↓):   0.161854
Path Entropy(↓):  0.421931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie twisted nerve
Start Entity:     Twisted Nerve
Gold Answer:      [['Hayley Mills', 'Hywel Bennett', 'Billie Whitelaw']]
Predicted Ans:    Billie Whitelaw
Predicted Path:   Twisted Nerve --[starred_actors]--> Billie Whitelaw --[(INV) starred_actors]--> Twisted Nerve --[starred_actors]--> Billie Whitelaw
Path (Raw):       Twisted Nerve --[starred_actors]--> Billie Whitelaw --[(INV) starred_actors]--> Twisted Nerve --[starred_actors]--> Billie Whitelaw
Neg LogProb(↓):   0.062170
Path Entropy(↓):  0.227960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the exorcist
Start Entity:     The Exorcist
Gold Answer:      [['Blake Edwards', 'William Peter Blatty']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Exorcist --[written_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[directed_by]--> Blake Edwards
Path (Raw):       The Exorcist --[written_by]--> William Peter Blatty --[(INV) written_by]--> Darling Lili --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.061328
Path Entropy(↓):  0.254126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the opposite of sex were in which genres
Start Entity:     The Opposite of Sex
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Opposite of Sex --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[has_genre]--> Drama
Path (Raw):       The Opposite of Sex --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[has_genre]--> Drama
Neg LogProb(↓):   0.006351
Path Entropy(↓):  0.041930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in over the top
Start Entity:     Over the Top
Gold Answer:      [['1970', '2008', '1992', '1993', '2006', '1985', '1979', '1984', '2009', '2010', '1982', '2014', '1994', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2013', '1978', '2000', '1997', '1975', '1991', '1986']]
Predicted Ans:    2012
Predicted Path:   Over the Top --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Over the Top --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.972706
Path Entropy(↓):  1.624400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film you don't know jack starred which actors
Start Entity:     You Don't Know Jack
Gold Answer:      [['Al Pacino']]
Predicted Ans:    Al Pacino
Predicted Path:   You Don't Know Jack --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> Two Bits --[starred_actors]--> Al Pacino
Path (Raw):       You Don't Know Jack --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> Two Bits --[starred_actors]--> Al Pacino
Neg LogProb(↓):   0.496354
Path Entropy(↓):  1.141200
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was jan kadar the writer of
Start Entity:     Ján Kadár
Gold Answer:      [['The Shop on Main Street']]
Predicted Ans:    The Shop on Main Street
Predicted Path:   Ján Kadár --[(INV) written_by]--> The Shop on Main Street --[written_by]--> Elmar Klos --[(INV) written_by]--> The Shop on Main Street
Path (Raw):       Ján Kadár --[(INV) written_by]--> The Shop on Main Street --[written_by]--> Elmar Klos --[(INV) written_by]--> The Shop on Main Street
Neg LogProb(↓):   0.725354
Path Entropy(↓):  1.047836
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie wings
Start Entity:     Wings
Gold Answer:      [['Clara Bow', 'Richard Arlen']]
Predicted Ans:    Clara Bow
Predicted Path:   Wings --[starred_actors]--> Clara Bow --[(INV) starred_actors]--> Mantrap --[starred_actors]--> Clara Bow
Path (Raw):       Wings --[starred_actors]--> Clara Bow --[(INV) starred_actors]--> Mantrap --[starred_actors]--> Clara Bow
Neg LogProb(↓):   0.003246
Path Entropy(↓):  0.024155
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film presto
Start Entity:     Presto
Gold Answer:      [['Doug Sweetland']]
Predicted Ans:    Doug Sweetland
Predicted Path:   Presto --[directed_by]--> Doug Sweetland --[(INV) directed_by]--> Presto --[directed_by]--> Doug Sweetland
Path (Raw):       Presto --[directed_by]--> Doug Sweetland --[(INV) directed_by]--> Presto --[directed_by]--> Doug Sweetland
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did alan crosland direct
Start Entity:     Alan Crosland
Gold Answer:      [['The Jazz Singer', 'Don Juan']]
Predicted Ans:    The Jazz Singer
Predicted Path:   Alan Crosland --[(INV) directed_by]--> The Jazz Singer --[directed_by]--> Alan Crosland --[(INV) directed_by]--> The Jazz Singer
Path (Raw):       Alan Crosland --[(INV) directed_by]--> The Jazz Singer --[directed_by]--> Alan Crosland --[(INV) directed_by]--> The Jazz Singer
Neg LogProb(↓):   0.023260
Path Entropy(↓):  0.136072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film run lola run were in which languages
Start Entity:     Run Lola Run
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Run Lola Run --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[in_language]--> German
Path (Raw):       Run Lola Run --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[in_language]--> German
Neg LogProb(↓):   0.008243
Path Entropy(↓):  0.047738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the road to el dorado in
Start Entity:     The Road to El Dorado
Gold Answer:      [['French', 'English', 'Polish', 'German']]
Predicted Ans:    Polish
Predicted Path:   The Road to El Dorado --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> Sophie's Choice --[in_language]--> Polish
Path (Raw):       The Road to El Dorado --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> Sophie's Choice --[in_language]--> Polish
Neg LogProb(↓):   0.312317
Path Entropy(↓):  0.855615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the kite runner was written by who
Start Entity:     The Kite Runner
Gold Answer:      [['Khaled Hosseini']]
Predicted Ans:    Khaled Hosseini
Predicted Path:   The Kite Runner --[written_by]--> Khaled Hosseini --[(INV) written_by]--> The Kite Runner --[written_by]--> Khaled Hosseini
Path (Raw):       The Kite Runner --[written_by]--> Khaled Hosseini --[(INV) written_by]--> The Kite Runner --[written_by]--> Khaled Hosseini
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote wittgenstein
Start Entity:     Wittgenstein
Gold Answer:      [['1968', '1976', '1978', '1988', '1993', '1991', '2010', '1979', '1986']]
Predicted Ans:    1968
Predicted Path:   Wittgenstein --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[release_year]--> 1968
Path (Raw):       Wittgenstein --[written_by]--> Derek Jarman --[(INV) written_by]--> Blue --[release_year]--> 1968
Neg LogProb(↓):   0.457416
Path Entropy(↓):  1.251757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of maximilian schell
Start Entity:     Maximilian Schell
Gold Answer:      [['Friedrich Dürrenmatt']]
Predicted Ans:    Friedrich Dürrenmatt
Predicted Path:   Maximilian Schell --[(INV) written_by]--> End of the Game --[written_by]--> Friedrich Dürrenmatt
Path (Raw):       Maximilian Schell --[No Operation]--> Maximilian Schell --[(INV) written_by]--> End of the Game --[written_by]--> Friedrich Dürrenmatt
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote heartbreakers
Start Entity:     Heartbreakers
Gold Answer:      [['1994', '1997']]
Predicted Ans:    1997
Predicted Path:   Heartbreakers --[written_by]--> Paul Guay --[(INV) written_by]--> Liar Liar --[release_year]--> 1997
Path (Raw):       Heartbreakers --[written_by]--> Paul Guay --[(INV) written_by]--> Liar Liar --[release_year]--> 1997
Neg LogProb(↓):   0.326800
Path Entropy(↓):  0.958017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in closed curtain
Start Entity:     Closed Curtain
Gold Answer:      [['Kambuzia Partovi', 'Jafar Panahi']]
Predicted Ans:    Jafar Panahi
Predicted Path:   Closed Curtain --[starred_actors]--> Jafar Panahi --[(INV) starred_actors]--> This Is Not a Film --[starred_actors]--> Jafar Panahi
Path (Raw):       Closed Curtain --[starred_actors]--> Jafar Panahi --[(INV) starred_actors]--> This Is Not a Film --[starred_actors]--> Jafar Panahi
Neg LogProb(↓):   0.101962
Path Entropy(↓):  0.348117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in a most wanted man
Start Entity:     A Most Wanted Man
Gold Answer:      [['Drama', 'Biography', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless --[has_genre]--> Comedy
Path (Raw):       A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless --[has_genre]--> Comedy
Neg LogProb(↓):   1.386319
Path Entropy(↓):  2.373789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film madeinusa
Start Entity:     Madeinusa
Gold Answer:      [['2009']]
Predicted Ans:    Peter Brosens
Predicted Path:   Madeinusa --[starred_actors]--> Magaly Solier --[(INV) starred_actors]--> Altiplano --[directed_by]--> Peter Brosens
Path (Raw):       Madeinusa --[starred_actors]--> Magaly Solier --[(INV) starred_actors]--> Altiplano --[directed_by]--> Peter Brosens
Neg LogProb(↓):   0.752402
Path Entropy(↓):  1.223812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie submerged
Start Entity:     Submerged
Gold Answer:      [['Andrew Davis', 'John Westermann', 'Keoni Waxman', 'Robert Rodriguez', 'Michael Black', 'Trevor Miller', 'Robert Rodat', 'Steven Seagal', 'Don Michael Paul', 'Richard Beattie', 'Wendell Morris', 'Max Catto', 'Joe Halpin', 'Lordi']]
Predicted Ans:    John Westermann
Predicted Path:   Submerged --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[written_by]--> John Westermann
Path (Raw):       Submerged --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[written_by]--> John Westermann
Neg LogProb(↓):   0.721293
Path Entropy(↓):  1.292613
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is bean
Start Entity:     Bean
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bean --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Bean --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.093001
Path Entropy(↓):  4.206921
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by solo actors
Start Entity:     Solo
Gold Answer:      [['Mario Van Peebles', 'Walter Hill', 'Anthony Hickox', 'Joel Schumacher', 'Daniel Petrie', 'Bruce Malmuth', 'Dave Parker', 'Jonathan Kesselman', 'Gavin Wilding', 'Kirk Douglas', 'Stuart Gillard']]
Predicted Ans:    Jonathan Kesselman
Predicted Path:   Solo --[starred_actors]--> Mario Van Peebles --[(INV) starred_actors]--> The Hebrew Hammer --[directed_by]--> Jonathan Kesselman
Path (Raw):       Solo --[starred_actors]--> Mario Van Peebles --[(INV) starred_actors]--> The Hebrew Hammer --[directed_by]--> Jonathan Kesselman
Neg LogProb(↓):   0.003283
Path Entropy(↓):  0.025615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the little fauss and big halsy director
Start Entity:     Little Fauss and Big Halsy
Gold Answer:      [['Finnish']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   Little Fauss and Big Halsy --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[directed_by]--> Sidney J. Furie
Path (Raw):       Little Fauss and Big Halsy --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[directed_by]--> Sidney J. Furie
Neg LogProb(↓):   0.212257
Path Entropy(↓):  0.619223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie charlie chan carries on
Start Entity:     Charlie Chan Carries On
Gold Answer:      [['1934', '1936', '1935', '1932', '1937', '1931']]
Predicted Ans:    1931
Predicted Path:   Charlie Chan Carries On --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[release_year]--> 1931
Path (Raw):       Charlie Chan Carries On --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[release_year]--> 1931
Neg LogProb(↓):   0.731867
Path Entropy(↓):  1.501619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by bill paterson
Start Entity:     Bill Paterson
Gold Answer:      [['Bill Forsyth']]
Predicted Ans:    Bill Forsyth
Predicted Path:   Bill Paterson --[(INV) starred_actors]--> Comfort and Joy --[directed_by]--> Bill Forsyth
Path (Raw):       Bill Paterson --[No Operation]--> Bill Paterson --[(INV) starred_actors]--> Comfort and Joy --[directed_by]--> Bill Forsyth
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Ivan reitman was the director on which movies
Start Entity:     Ivan Reitman
Gold Answer:      [['Evolution', 'Kindergarten Cop', 'Dave', 'Twins', 'No Strings Attached', 'Six Days Seven Nights', 'My Super Ex-Girlfriend', 'Stripes', "Fathers' Day", 'Meatballs', 'Legal Eagles', 'Draft Day', 'Junior', 'Ghostbusters', 'Ghostbusters II']]
Predicted Ans:    Ghostbusters
Predicted Path:   Ivan Reitman --[(INV) directed_by]--> Junior --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters
Path (Raw):       Ivan Reitman --[(INV) directed_by]--> Junior --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters
Neg LogProb(↓):   2.454269
Path Entropy(↓):  4.003074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film twice - told tales are directed by who
Start Entity:     Twice-Told Tales
Gold Answer:      [['James McTeigue', 'Joseph L. Mankiewicz', 'Lew Landers', 'Norman Taurog', 'Richard Fleischer', 'Jim Clark', 'Gordon Hessler', 'Roy Ward Baker', 'Ulli Lommel', 'André De Toth', 'Otto Preminger', 'John M. Stahl', 'William Butler', 'Michael Reeves', 'William Malone', 'Robert Fuest', 'Anatole Litvak', 'Jacques Tourneur', 'Joe May', 'Douglas Hickox', 'Samuel Fuller', 'Mario Bava', 'Sidney Salkow', 'Lindsay Anderson', 'Ubaldo Ragona', 'John Farrow', 'Roger Corman', 'Tim Burton', 'Reginald Le Borg', 'Roland West', 'Crane Wilbur', 'William Castle', 'Richard Whorf', 'Robert Z. Leonard']]
Predicted Ans:    Roger Corman
Predicted Path:   Twice-Told Tales --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Twice-Told Tales --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.411447
Path Entropy(↓):  1.161357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in hammett
Start Entity:     Hammett
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Hammett --[starred_actors]--> Frederic Forrest --[(INV) starred_actors]--> The Conversation --[has_genre]--> Thriller
Path (Raw):       Hammett --[starred_actors]--> Frederic Forrest --[(INV) starred_actors]--> The Conversation --[has_genre]--> Thriller
Neg LogProb(↓):   0.009609
Path Entropy(↓):  0.057507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director nuri bilge ceylan
Start Entity:     Nuri Bilge Ceylan
Gold Answer:      [['Ebru Ceylan']]
Predicted Ans:    Ebru Ceylan
Predicted Path:   Nuri Bilge Ceylan --[(INV) starred_actors]--> Climates --[starred_actors]--> Ebru Ceylan
Path (Raw):       Nuri Bilge Ceylan --[No Operation]--> Nuri Bilge Ceylan --[(INV) starred_actors]--> Climates --[starred_actors]--> Ebru Ceylan
Neg LogProb(↓):   0.003684
Path Entropy(↓):  0.027390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of animals united
Start Entity:     Animals United
Gold Answer:      [['Tarzan']]
Predicted Ans:    Tarzan
Predicted Path:   Animals United --[directed_by]--> Reinhard Klooss --[(INV) directed_by]--> Tarzan
Path (Raw):       Animals United --[No Operation]--> Animals United --[directed_by]--> Reinhard Klooss --[(INV) directed_by]--> Tarzan
Neg LogProb(↓):   0.136235
Path Entropy(↓):  0.385382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in max dugan returns
Start Entity:     Max Dugan Returns
Gold Answer:      [['Matthew Broderick', 'Jason Robards', 'Marsha Mason', 'Donald Sutherland']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Max Dugan Returns --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       Max Dugan Returns --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.682987
Path Entropy(↓):  1.384111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie randy and the mob were in which genres
Start Entity:     Randy and the Mob
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Randy and the Mob --[starred_actors]--> Walton Goggins --[(INV) starred_actors]--> Predators --[has_genre]--> Action
Path (Raw):       Randy and the Mob --[starred_actors]--> Walton Goggins --[(INV) starred_actors]--> Predators --[has_genre]--> Action
Neg LogProb(↓):   0.392300
Path Entropy(↓):  0.726257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of ten
Start Entity:     Ten
Gold Answer:      [['Italian', 'English', 'French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ten --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[in_language]--> Japanese
Path (Raw):       Ten --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[in_language]--> Japanese
Neg LogProb(↓):   0.000285
Path Entropy(↓):  0.002825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of vigilante
Start Entity:     Vigilante
Gold Answer:      [['Hell Up in Harlem', 'Bucktown', 'Original Gangstas', 'Avalanche', 'Alligator', 'Lakeboat', 'The Black Hole', 'Supernova', 'Diamond Men', 'The Inglorious Bastards', 'Black Caesar', 'Jackie Brown', 'Medium Cool']]
Predicted Ans:    Black Caesar
Predicted Path:   Vigilante --[starred_actors]--> Fred Williamson --[(INV) starred_actors]--> Black Caesar
Path (Raw):       Vigilante --[starred_actors]--> Fred Williamson --[No Operation]--> Fred Williamson --[(INV) starred_actors]--> Black Caesar
Neg LogProb(↓):   0.484630
Path Entropy(↓):  1.380208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jeffrey demunn were in which genres
Start Entity:     Jeffrey DeMunn
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Jeffrey DeMunn --[(INV) starred_actors]--> The Majestic --[has_genre]--> Drama
Path (Raw):       Jeffrey DeMunn --[No Operation]--> Jeffrey DeMunn --[(INV) starred_actors]--> The Majestic --[has_genre]--> Drama
Neg LogProb(↓):   0.000254
Path Entropy(↓):  0.002505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the lost missile
Start Entity:     The Lost Missile
Gold Answer:      [['Sport', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Lost Missile --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Believers --[has_genre]--> Horror
Path (Raw):       The Lost Missile --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Believers --[has_genre]--> Horror
Neg LogProb(↓):   0.128980
Path Entropy(↓):  0.541678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does bret roberts appear in
Start Entity:     Bret Roberts
Gold Answer:      [['The Violent Kind']]
Predicted Ans:    The Violent Kind
Predicted Path:   Bret Roberts --[(INV) starred_actors]--> The Violent Kind --[written_by]--> The Butcher Brothers --[(INV) written_by]--> The Violent Kind
Path (Raw):       Bret Roberts --[(INV) starred_actors]--> The Violent Kind --[written_by]--> The Butcher Brothers --[(INV) written_by]--> The Violent Kind
Neg LogProb(↓):   0.003378
Path Entropy(↓):  0.023991
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed breaking the rules
Start Entity:     Breaking the Rules
Gold Answer:      [['Neal Israel']]
Predicted Ans:    Neal Israel
Predicted Path:   Breaking the Rules --[directed_by]--> Neal Israel --[(INV) directed_by]--> Surf Ninjas --[directed_by]--> Neal Israel
Path (Raw):       Breaking the Rules --[directed_by]--> Neal Israel --[(INV) directed_by]--> Surf Ninjas --[directed_by]--> Neal Israel
Neg LogProb(↓):   0.192255
Path Entropy(↓):  0.482837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of princess mononoke
Start Entity:     Princess Mononoke
Gold Answer:      [['Shigeru Muroi', 'Takashi Tachibana', 'Issei Takahashi', 'Chika Sakamoto', 'Noriko Hidaka', 'Hitoshi Takagi', 'Yuriko Ishida', 'Masami Nagasawa', 'Kappei Yamaguchi', 'Rei Sakuma', 'Minami Takayama', 'Keiko Takeshita', 'Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi', 'Sumi Shimamoto']]
Predicted Ans:    Sumi Shimamoto
Predicted Path:   Princess Mononoke --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Path (Raw):       Princess Mononoke --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Neg LogProb(↓):   0.051945
Path Entropy(↓):  0.251498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of sugar town
Start Entity:     Sugar Town
Gold Answer:      [['Grace of My Heart', 'Border Radio', 'Things Behind the Sun', 'Four Rooms']]
Predicted Ans:    Four Rooms
Predicted Path:   Sugar Town --[directed_by]--> Allison Anders --[(INV) directed_by]--> Four Rooms
Path (Raw):       Sugar Town --[No Operation]--> Sugar Town --[directed_by]--> Allison Anders --[(INV) directed_by]--> Four Rooms
Neg LogProb(↓):   0.077470
Path Entropy(↓):  0.304401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did beatriz batarda act in
Start Entity:     Beatriz Batarda
Gold Answer:      [['Alice']]
Predicted Ans:    Alice
Predicted Path:   Beatriz Batarda --[(INV) starred_actors]--> Alice --[starred_actors]--> Nuno Lopes --[(INV) starred_actors]--> Alice
Path (Raw):       Beatriz Batarda --[(INV) starred_actors]--> Alice --[starred_actors]--> Nuno Lopes --[(INV) starred_actors]--> Alice
Neg LogProb(↓):   0.312723
Path Entropy(↓):  0.928547
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of dog day
Start Entity:     Dog Day
Gold Answer:      [['Yves Boisset']]
Predicted Ans:    Yves Boisset
Predicted Path:   Dog Day --[directed_by]--> Yves Boisset --[(INV) directed_by]--> Dog Day --[directed_by]--> Yves Boisset
Path (Raw):       Dog Day --[directed_by]--> Yves Boisset --[(INV) directed_by]--> Dog Day --[directed_by]--> Yves Boisset
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with john pasquin
Start Entity:     john pasquin
Gold Answer:      [['Joe Somebody', 'The Santa Clause', 'Jungle 2 Jungle']]
Predicted Ans:    Jungle 2 Jungle
Predicted Path:   john pasquin --[(INV) has_tags]--> Jungle 2 Jungle --[has_tags]--> john pasquin --[(INV) has_tags]--> Jungle 2 Jungle
Path (Raw):       john pasquin --[(INV) has_tags]--> Jungle 2 Jungle --[has_tags]--> john pasquin --[(INV) has_tags]--> Jungle 2 Jungle
Neg LogProb(↓):   0.497075
Path Entropy(↓):  0.750518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of day watch
Start Entity:     Day Watch
Gold Answer:      [['Angelina Jolie', 'Salman Khan', 'Vinod Khanna', 'Ayesha Takia', 'Mahesh Manjrekar', 'Morgan Freeman', 'James McAvoy']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Day Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Wanted --[starred_actors]--> Morgan Freeman
Path (Raw):       Day Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Wanted --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.052105
Path Entropy(↓):  0.241182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about shahrukh khan
Start Entity:     shahrukh khan
Gold Answer:      [['Dilwale Dulhania Le Jayenge', 'My Name Is Khan', 'Mohabbatein', 'Om Shanti Om', 'Chennai Express', 'Duplicate']]
Predicted Ans:    Duplicate
Predicted Path:   shahrukh khan --[(INV) has_tags]--> Mohabbatein --[has_tags]--> shahrukh khan --[(INV) has_tags]--> Duplicate
Path (Raw):       shahrukh khan --[(INV) has_tags]--> Mohabbatein --[has_tags]--> shahrukh khan --[(INV) has_tags]--> Duplicate
Neg LogProb(↓):   0.960985
Path Entropy(↓):  1.388256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of kitchen party
Start Entity:     Kitchen Party
Gold Answer:      [['2000']]
Predicted Ans:    1997
Predicted Path:   Kitchen Party --[written_by]--> Gary Burns --[(INV) written_by]--> Kitchen Party --[release_year]--> 1997
Path (Raw):       Kitchen Party --[written_by]--> Gary Burns --[(INV) written_by]--> Kitchen Party --[release_year]--> 1997
Neg LogProb(↓):   0.027574
Path Entropy(↓):  0.124862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did hugh gray write
Start Entity:     Hugh Gray
Gold Answer:      [['Helen of Troy']]
Predicted Ans:    Helen of Troy
Predicted Path:   Hugh Gray --[(INV) written_by]--> Helen of Troy --[written_by]--> Hugh Gray --[(INV) written_by]--> Helen of Troy
Path (Raw):       Hugh Gray --[(INV) written_by]--> Helen of Troy --[written_by]--> Hugh Gray --[(INV) written_by]--> Helen of Troy
Neg LogProb(↓):   0.000270
Path Entropy(↓):  0.002674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote strangers when we meet
Start Entity:     Strangers When We Meet
Gold Answer:      [['Burt Reynolds', 'Tippi Hedren', 'Rod Taylor', 'Barbara Hershey', 'Jessica Tandy', 'Bruce Davison', 'Richard Thomas', 'Edward Andrews', 'Dina Merrill', 'Catherine Burns', 'Jean Simmons', 'Raquel Welch', 'James Garner', 'Katharine Ross', 'Jack Weston', 'Suzanne Pleshette', 'Burt Lancaster']]
Predicted Ans:    Rod Taylor
Predicted Path:   Strangers When We Meet --[written_by]--> Evan Hunter --[(INV) written_by]--> The Birds --[starred_actors]--> Rod Taylor
Path (Raw):       Strangers When We Meet --[written_by]--> Evan Hunter --[(INV) written_by]--> The Birds --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.023937
Path Entropy(↓):  0.121965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie cinderella liberty
Start Entity:     Cinderella Liberty
Gold Answer:      [['Eli Wallach', 'Marsha Mason', 'Kirk Calloway', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Cinderella Liberty --[starred_actors]--> James Caan --[(INV) starred_actors]--> Red Line 7000 --[starred_actors]--> James Caan
Path (Raw):       Cinderella Liberty --[starred_actors]--> James Caan --[(INV) starred_actors]--> Red Line 7000 --[starred_actors]--> James Caan
Neg LogProb(↓):   0.138133
Path Entropy(↓):  0.522907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of ride beyond vengeance
Start Entity:     Ride Beyond Vengeance
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Ride Beyond Vengeance --[written_by]--> Andrew J. Fenady --[(INV) written_by]--> Chisum --[has_genre]--> Western
Path (Raw):       Ride Beyond Vengeance --[written_by]--> Andrew J. Fenady --[(INV) written_by]--> Chisum --[has_genre]--> Western
Neg LogProb(↓):   0.026113
Path Entropy(↓):  0.132367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by tony montana
Start Entity:     Tony Montana
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Tony Montana --[(INV) directed_by]--> Overnight --[has_genre]--> Documentary
Path (Raw):       Tony Montana --[No Operation]--> Tony Montana --[(INV) directed_by]--> Overnight --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of carbon copy
Start Entity:     Carbon Copy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Carbon Copy --[directed_by]--> Michael Schultz --[(INV) directed_by]--> Car Wash --[has_genre]--> Comedy
Path (Raw):       Carbon Copy --[directed_by]--> Michael Schultz --[(INV) directed_by]--> Car Wash --[has_genre]--> Comedy
Neg LogProb(↓):   0.217825
Path Entropy(↓):  0.511992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of death watch starred who
Start Entity:     Death Watch
Gold Answer:      [['Mélanie Thierry', 'Gaspard Ulliel', 'Lambert Wilson']]
Predicted Ans:    Lambert Wilson
Predicted Path:   Death Watch --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Path (Raw):       Death Watch --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[starred_actors]--> Lambert Wilson
Neg LogProb(↓):   0.006245
Path Entropy(↓):  0.039263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie clifford's really big movie
Start Entity:     Clifford's Really Big Movie
Gold Answer:      [['Peter Bogdanovich', 'Blake Edwards', 'Billy Bob Thornton', 'Blaine Novak', 'Phil Proctor', 'Bob Randall', 'Warren Taylor', 'Peter Bergman', 'AJ Carothers']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   Clifford's Really Big Movie --[starred_actors]--> John Ritter --[(INV) starred_actors]--> Sling Blade --[written_by]--> Billy Bob Thornton
Path (Raw):       Clifford's Really Big Movie --[starred_actors]--> John Ritter --[(INV) starred_actors]--> Sling Blade --[written_by]--> Billy Bob Thornton
Neg LogProb(↓):   0.937307
Path Entropy(↓):  1.043565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with danny masterson
Start Entity:     Danny Masterson
Gold Answer:      [['Anna Faris', 'Kris Lemche', 'Jane Seymour', 'Brooke Nevin', 'Bijou Phillips', 'Joey Kern', 'Roscoe Lee Browne', 'Ian Somerhalder']]
Predicted Ans:    Kris Lemche
Predicted Path:   Danny Masterson --[(INV) starred_actors]--> Alter Egos --[starred_actors]--> Kris Lemche
Path (Raw):       Danny Masterson --[No Operation]--> Danny Masterson --[(INV) starred_actors]--> Alter Egos --[starred_actors]--> Kris Lemche
Neg LogProb(↓):   0.004325
Path Entropy(↓):  0.028939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by sean mcewen were released in which years
Start Entity:     Sean McEwen
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Sean McEwen --[(INV) written_by]--> Albino Farm --[release_year]--> 2009
Path (Raw):       Sean McEwen --[No Operation]--> Sean McEwen --[(INV) written_by]--> Albino Farm --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by knockaround guys actors
Start Entity:     Knockaround Guys
Gold Answer:      [['Ben Younger', 'Vin Diesel', 'Justin Lin', 'John Ireland', 'Rodman Flender', 'Roger Spottiswoode', 'Roger Christian', 'Simon Wells', 'Mathieu Kassovitz', 'Charles Martin Smith', 'Rob Cohen', 'Jay Roach', 'Brad Bird', 'Steven Spielberg', 'Billy Crystal', 'Sidney Lumet', 'James Gunn', 'Adam Shankman', 'Ric Roman Waugh', 'F. Gary Gray', 'David Twohy', 'Tommy Lee Jones']]
Predicted Ans:    David Twohy
Predicted Path:   Knockaround Guys --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> Riddick --[directed_by]--> David Twohy
Path (Raw):       Knockaround Guys --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> Riddick --[directed_by]--> David Twohy
Neg LogProb(↓):   1.181263
Path Entropy(↓):  1.543653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the chant of jimmie blacksmith in
Start Entity:     The Chant of Jimmie Blacksmith
Gold Answer:      [['Polish', 'German']]
Predicted Ans:    German
Predicted Path:   The Chant of Jimmie Blacksmith --[written_by]--> Thomas Keneally --[(INV) written_by]--> Schindler's List --[in_language]--> German
Path (Raw):       The Chant of Jimmie Blacksmith --[written_by]--> Thomas Keneally --[(INV) written_by]--> Schindler's List --[in_language]--> German
Neg LogProb(↓):   0.372858
Path Entropy(↓):  0.783576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by arnaldur indriðason release
Start Entity:     Arnaldur Indriðason
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Arnaldur Indriðason --[(INV) written_by]--> Jar City --[release_year]--> 2006
Path (Raw):       Arnaldur Indriðason --[No Operation]--> Arnaldur Indriðason --[(INV) written_by]--> Jar City --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the wet parade
Start Entity:     The Wet Parade
Gold Answer:      [['The Gnome-Mobile', 'There Will Be Blood']]
Predicted Ans:    The Gnome-Mobile
Predicted Path:   The Wet Parade --[written_by]--> Upton Sinclair --[(INV) written_by]--> The Gnome-Mobile
Path (Raw):       The Wet Parade --[written_by]--> Upton Sinclair --[(INV) written_by]--> The Gnome-Mobile --[No Operation]--> The Gnome-Mobile
Neg LogProb(↓):   0.711650
Path Entropy(↓):  0.943491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by brendan coyle released
Start Entity:     Brendan Coyle
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Brendan Coyle --[(INV) starred_actors]--> Offside --[release_year]--> 2006
Path (Raw):       Brendan Coyle --[No Operation]--> Brendan Coyle --[(INV) starred_actors]--> Offside --[release_year]--> 2006
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by ricou browning in
Start Entity:     Ricou Browning
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Ricou Browning --[(INV) written_by]--> Flipper --[has_genre]--> Adventure
Path (Raw):       Ricou Browning --[No Operation]--> Ricou Browning --[(INV) written_by]--> Flipper --[has_genre]--> Adventure
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did jacques feyder direct
Start Entity:     Jacques Feyder
Gold Answer:      [['The Kiss', 'Carnival in Flanders']]
Predicted Ans:    The Kiss
Predicted Path:   Jacques Feyder --[(INV) directed_by]--> Carnival in Flanders --[directed_by]--> Jacques Feyder --[(INV) directed_by]--> The Kiss
Path (Raw):       Jacques Feyder --[(INV) directed_by]--> Carnival in Flanders --[directed_by]--> Jacques Feyder --[(INV) directed_by]--> The Kiss
Neg LogProb(↓):   1.205344
Path Entropy(↓):  1.370340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie phantom of the opera, when was it released
Start Entity:     Phantom of the Opera
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Phantom of the Opera --[release_year]--> 1943 --[(INV) release_year]--> Whistling in Brooklyn --[release_year]--> 1943
Path (Raw):       Phantom of the Opera --[release_year]--> 1943 --[(INV) release_year]--> Whistling in Brooklyn --[release_year]--> 1943
Neg LogProb(↓):   1.948084
Path Entropy(↓):  2.915723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie we're back! a dinosaur's story
Start Entity:     We're Back! A Dinosaur's Story
Gold Answer:      [['George Cukor', 'Mike Nichols', 'Taylor Hackford', 'Frank Marshall', 'Martin Scorsese', 'Dan Scanlon', 'John Erman', 'David Silverman', 'Sylvie Verheyde', 'David Caesar', 'Lewis Teague', 'Ethan Coen', 'David Byrne', 'Matt Aselton', 'Ben Affleck', 'Jim McBride', 'David Kendall', 'Harold Becker', 'Bryan Gordon', 'Joe Dante', 'Danny DeVito', 'Gregory Hoblit', 'Steven Spielberg', 'Luis Mandoki', 'Glenn Jordan', 'Pete Docter', 'Sönke Wortmann', 'Larry Charles', 'Brian Levant', 'Lee Unkrich', 'Joel Coen', 'Elia Kazan']]
Predicted Ans:    Joe Dante
Predicted Path:   We're Back! A Dinosaur's Story --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Matinee --[directed_by]--> Joe Dante
Path (Raw):       We're Back! A Dinosaur's Story --[starred_actors]--> John Goodman --[(INV) starred_actors]--> Matinee --[directed_by]--> Joe Dante
Neg LogProb(↓):   0.891195
Path Entropy(↓):  1.991191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by daniel carney
Start Entity:     Daniel Carney
Gold Answer:      [['Peter R. Hunt', 'Andrew V. McLaglen']]
Predicted Ans:    Peter R. Hunt
Predicted Path:   Daniel Carney --[(INV) written_by]--> Wild Geese II --[directed_by]--> Peter R. Hunt
Path (Raw):       Daniel Carney --[No Operation]--> Daniel Carney --[(INV) written_by]--> Wild Geese II --[directed_by]--> Peter R. Hunt
Neg LogProb(↓):   0.000354
Path Entropy(↓):  0.003162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was steven williford a writer on
Start Entity:     Steven Williford
Gold Answer:      [['The Green']]
Predicted Ans:    The Green
Predicted Path:   Steven Williford --[(INV) written_by]--> The Green --[written_by]--> Steven Williford --[(INV) written_by]--> The Green
Path (Raw):       Steven Williford --[(INV) written_by]--> The Green --[written_by]--> Steven Williford --[(INV) written_by]--> The Green
Neg LogProb(↓):   0.472641
Path Entropy(↓):  0.662400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by trent cooper fall under
Start Entity:     Trent Cooper
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Trent Cooper --[(INV) written_by]--> Father of Invention --[has_genre]--> Comedy
Path (Raw):       Trent Cooper --[No Operation]--> Trent Cooper --[(INV) written_by]--> Father of Invention --[has_genre]--> Comedy
Neg LogProb(↓):   0.443651
Path Entropy(↓):  0.652441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ahmet zappa were in which genres
Start Entity:     Ahmet Zappa
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ahmet Zappa --[(INV) written_by]--> The Odd Life of Timothy Green --[has_genre]--> Comedy
Path (Raw):       Ahmet Zappa --[No Operation]--> Ahmet Zappa --[(INV) written_by]--> The Odd Life of Timothy Green --[has_genre]--> Comedy
Neg LogProb(↓):   0.383069
Path Entropy(↓):  0.625531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of + 1 starred who
Start Entity:     +1
Gold Answer:      [['Garret Dillahunt']]
Predicted Ans:    Garret Dillahunt
Predicted Path:   +1 --[directed_by]--> Dennis Iliadis --[(INV) directed_by]--> The Last House on the Left --[starred_actors]--> Garret Dillahunt
Path (Raw):       +1 --[directed_by]--> Dennis Iliadis --[(INV) directed_by]--> The Last House on the Left --[starred_actors]--> Garret Dillahunt
Neg LogProb(↓):   0.014352
Path Entropy(↓):  0.074724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe vampyros lesbos
Start Entity:     Vampyros Lesbos
Gold Answer:      [['vampire']]
Predicted Ans:    vampire
Predicted Path:   Vampyros Lesbos --[has_tags]--> vampire --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire
Path (Raw):       Vampyros Lesbos --[has_tags]--> vampire --[(INV) has_tags]--> House of Dracula --[has_tags]--> vampire
Neg LogProb(↓):   0.352510
Path Entropy(↓):  0.652472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote this world, then the fireworks
Start Entity:     This World, Then the Fireworks
Gold Answer:      [['Anjelica Huston', 'Bruce Dern', 'Ali MacGraw', 'Annette Bening', 'John Cusack', 'James Woods', 'Vince Edwards', 'Alec Baldwin', 'Michael Madsen', 'Sterling Hayden', 'Ben Johnson', 'Coleen Gray', 'Jessica Alba', 'Kim Basinger', 'Casey Affleck', 'Sally Struthers', 'Jason Patric', 'Rachel Ward', 'Steve McQueen', 'Kate Hudson']]
Predicted Ans:    Anjelica Huston
Predicted Path:   This World, Then the Fireworks --[written_by]--> Jim Thompson --[(INV) written_by]--> The Grifters --[starred_actors]--> Anjelica Huston
Path (Raw):       This World, Then the Fireworks --[written_by]--> Jim Thompson --[(INV) written_by]--> The Grifters --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.735393
Path Entropy(↓):  1.602572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by stephen geller
Start Entity:     Stephen Geller
Gold Answer:      [['1972', '1968']]
Predicted Ans:    1968
Predicted Path:   Stephen Geller --[(INV) written_by]--> Pretty Poison --[release_year]--> 1968
Path (Raw):       Stephen Geller --[No Operation]--> Stephen Geller --[(INV) written_by]--> Pretty Poison --[release_year]--> 1968
Neg LogProb(↓):   0.001633
Path Entropy(↓):  0.012104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of charles coburn
Start Entity:     Charles Coburn
Gold Answer:      [['Anne Baxter', 'Jane Russell', 'Gene Tierney', 'Cary Grant', 'Tallulah Bankhead', 'Ginger Rogers', 'Gregory Peck', 'Groucho Marx', 'David Niven', 'Warren Beatty', 'Hume Cronyn', 'William Eythe', 'Ella Raines', 'Charles Laughton', 'George Sanders', 'Brian Donlevy', 'Marjorie Main', 'Joel McCrea', 'Olivia de Havilland', 'Lucille Ball', 'Robert Cummings', 'Don Ameche', 'Elliott Reid', 'Ann Todd', 'Marilyn Monroe', 'Harpo Marx', 'Chico Marx', 'Boris Karloff', 'Julie Christie', 'The Marx Brothers', 'Jean Arthur', 'Tom Drake', 'Beverly Tyler']]
Predicted Ans:    Cary Grant
Predicted Path:   Charles Coburn --[(INV) starred_actors]--> Monkey Business --[starred_actors]--> Cary Grant
Path (Raw):       Charles Coburn --[No Operation]--> Charles Coburn --[(INV) starred_actors]--> Monkey Business --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.037464
Path Entropy(↓):  0.203595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with akihiko hirata
Start Entity:     akihiko hirata
Gold Answer:      [['Terror of Mechagodzilla', 'Godzilla']]
Predicted Ans:    Godzilla
Predicted Path:   akihiko hirata --[(INV) has_tags]--> Godzilla --[written_by]--> Max Borenstein --[(INV) written_by]--> Godzilla
Path (Raw):       akihiko hirata --[(INV) has_tags]--> Godzilla --[written_by]--> Max Borenstein --[(INV) written_by]--> Godzilla
Neg LogProb(↓):   0.149464
Path Entropy(↓):  0.583390
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor leslie phillips co - starred with who
Start Entity:     Leslie Phillips
Gold Answer:      [["Peter O'Toole", 'Eva Bartok', 'Paul Douglas']]
Predicted Ans:    Peter O'Toole
Predicted Path:   Leslie Phillips --[(INV) starred_actors]--> Venus --[starred_actors]--> Peter O'Toole
Path (Raw):       Leslie Phillips --[No Operation]--> Leslie Phillips --[(INV) starred_actors]--> Venus --[starred_actors]--> Peter O'Toole
Neg LogProb(↓):   0.001711
Path Entropy(↓):  0.012970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does johnny dangerously fall under
Start Entity:     Johnny Dangerously
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Johnny Dangerously --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Johnny Dangerously --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.888321
Path Entropy(↓):  4.302701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in shark in venice also appears in which films
Start Entity:     Shark in Venice
Gold Answer:      [['Fled', 'Crimetime', 'The Usual Suspects', 'Crossing the Bridge', 'Dead Awake', 'One Tough Cop', 'Threesome']]
Predicted Ans:    Threesome
Predicted Path:   Shark in Venice --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> Threesome
Path (Raw):       Shark in Venice --[starred_actors]--> Stephen Baldwin --[No Operation]--> Stephen Baldwin --[(INV) starred_actors]--> Threesome
Neg LogProb(↓):   0.007604
Path Entropy(↓):  0.051958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the people that time forgot
Start Entity:     The People That Time Forgot
Gold Answer:      [['Michael Moorcock', 'Edgar Rice Burroughs']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   The People That Time Forgot --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The People That Time Forgot --[written_by]--> Edgar Rice Burroughs
Path (Raw):       The People That Time Forgot --[directed_by]--> Kevin Connor --[(INV) directed_by]--> The People That Time Forgot --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   0.222316
Path Entropy(↓):  0.592714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in nightmare alley
Start Entity:     Nightmare Alley
Gold Answer:      [['Joan Blondell', 'Tyrone Power']]
Predicted Ans:    Joan Blondell
Predicted Path:   Nightmare Alley --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Big City Blues --[starred_actors]--> Joan Blondell
Path (Raw):       Nightmare Alley --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Big City Blues --[starred_actors]--> Joan Blondell
Neg LogProb(↓):   0.212050
Path Entropy(↓):  0.765179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was gabrielle anwar an actor in
Start Entity:     Gabrielle Anwar
Gold Answer:      [['The Grave', 'Scent of a Woman', 'Body Snatchers', 'For Love or Money']]
Predicted Ans:    For Love or Money
Predicted Path:   Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money --[starred_actors]--> Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money
Path (Raw):       Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money --[starred_actors]--> Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money
Neg LogProb(↓):   0.126108
Path Entropy(↓):  0.469456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of dillinger
Start Entity:     Dillinger
Gold Answer:      [['Chisum', 'Stripes', 'There Was a Crooked Man...', 'The Hired Hand', 'Two-Lane Blacktop', 'Mighty Joe Young', 'Valentino', 'Return of the Seven', 'Hustle', 'The Train Robbers', 'Bite the Bullet', 'Terror Train', 'In the Heat of the Night', 'Rio Grande', 'Badlands', 'Cockfighter', 'The Sugarland Express', 'Wagon Master', 'Breakheart Pass', "The Brink's Job", 'Bring Me the Head of Alfredo Garcia', 'The Getaway', 'Race with the Devil', 'The Border', 'The Last Picture Show', 'Grayeagle', 'The Town That Dreaded Sundown', 'The Shooting', 'One-Eyed Jacks', 'China 9, Liberty 37', 'The Thief Who Came to Dinner']]
Predicted Ans:    China 9, Liberty 37
Predicted Path:   Dillinger --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> China 9, Liberty 37
Path (Raw):       Dillinger --[No Operation]--> Dillinger --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> China 9, Liberty 37
Neg LogProb(↓):   1.381216
Path Entropy(↓):  2.316994
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for a good woman
Start Entity:     A Good Woman
Gold Answer:      [['Howard Himelstein', 'Oscar Wilde']]
Predicted Ans:    Oscar Wilde
Predicted Path:   A Good Woman --[written_by]--> Oscar Wilde --[(INV) written_by]--> The Selfish Giant --[written_by]--> Oscar Wilde
Path (Raw):       A Good Woman --[written_by]--> Oscar Wilde --[(INV) written_by]--> The Selfish Giant --[written_by]--> Oscar Wilde
Neg LogProb(↓):   0.320728
Path Entropy(↓):  1.019679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by edward childs carpenter release
Start Entity:     Edward Childs Carpenter
Gold Answer:      [['1941', '1942']]
Predicted Ans:    1942
Predicted Path:   Edward Childs Carpenter --[(INV) written_by]--> The Major and the Minor --[release_year]--> 1942
Path (Raw):       Edward Childs Carpenter --[No Operation]--> Edward Childs Carpenter --[(INV) written_by]--> The Major and the Minor --[release_year]--> 1942
Neg LogProb(↓):   0.008066
Path Entropy(↓):  0.046758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film blessed event
Start Entity:     Blessed Event
Gold Answer:      [['1962', '1968', '1934', '1948', '1933', '1954', '1944', '1950', '1951', '1940', '1936', '1999', '1932', '1945', '1937', '1935', '1952']]
Predicted Ans:    1968
Predicted Path:   Blessed Event --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       Blessed Event --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.605447
Path Entropy(↓):  1.572366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the mark of zorro
Start Entity:     The Mark of Zorro
Gold Answer:      [['Martin Campbell']]
Predicted Ans:    Rouben Mamoulian
Predicted Path:   The Mark of Zorro --[written_by]--> Johnston McCulley --[(INV) written_by]--> The Mark of Zorro --[directed_by]--> Rouben Mamoulian
Path (Raw):       The Mark of Zorro --[written_by]--> Johnston McCulley --[(INV) written_by]--> The Mark of Zorro --[directed_by]--> Rouben Mamoulian
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of emma bell acted films
Start Entity:     Emma Bell
Gold Answer:      [['2010', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Emma Bell --[(INV) starred_actors]--> Frozen --[release_year]--> 2013
Path (Raw):       Emma Bell --[No Operation]--> Emma Bell --[(INV) starred_actors]--> Frozen --[release_year]--> 2013
Neg LogProb(↓):   0.222692
Path Entropy(↓):  0.599193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by penelope spheeris were written by who
Start Entity:     Penelope Spheeris
Gold Answer:      [['Fred Wolf', 'Craig Mazin', 'Jonathan King', 'Mike Myers', 'Greg Erb', 'Stephen Mazur', 'Paul Guay']]
Predicted Ans:    Penelope Spheeris
Predicted Path:   Penelope Spheeris --[(INV) directed_by]--> Wayne's World --[directed_by]--> Penelope Spheeris
Path (Raw):       Penelope Spheeris --[No Operation]--> Penelope Spheeris --[(INV) directed_by]--> Wayne's World --[directed_by]--> Penelope Spheeris
Neg LogProb(↓):   1.113462
Path Entropy(↓):  1.719597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in pk
Start Entity:     PK
Gold Answer:      [['Boman Irani', 'Aamir Khan', 'Sanjay Dutt', 'Anushka Sharma']]
Predicted Ans:    Boman Irani
Predicted Path:   PK --[starred_actors]--> Boman Irani --[(INV) starred_actors]--> PK --[starred_actors]--> Boman Irani
Path (Raw):       PK --[starred_actors]--> Boman Irani --[(INV) starred_actors]--> PK --[starred_actors]--> Boman Irani
Neg LogProb(↓):   0.254919
Path Entropy(↓):  0.720858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the loveless
Start Entity:     The Loveless
Gold Answer:      [['Anita Shreve', 'Mark Boal', 'Kathryn Bigelow', 'Eric Red', 'James Cameron', 'Jay Cocks']]
Predicted Ans:    Eric Red
Predicted Path:   The Loveless --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[written_by]--> Eric Red
Path (Raw):       The Loveless --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[written_by]--> Eric Red
Neg LogProb(↓):   0.013922
Path Entropy(↓):  0.087631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in darkest night
Start Entity:     Darkest Night
Gold Answer:      [['Anne Gauthier', 'Nic Campos', 'DJ Perry', 'Issa Litton']]
Predicted Ans:    DJ Perry
Predicted Path:   Darkest Night --[starred_actors]--> Anne Gauthier --[(INV) starred_actors]--> Darkest Night --[starred_actors]--> DJ Perry
Path (Raw):       Darkest Night --[starred_actors]--> Anne Gauthier --[(INV) starred_actors]--> Darkest Night --[starred_actors]--> DJ Perry
Neg LogProb(↓):   1.410785
Path Entropy(↓):  1.834457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does derek jarman appear in
Start Entity:     Derek Jarman
Gold Answer:      [['Blue']]
Predicted Ans:    Blue
Predicted Path:   Derek Jarman --[(INV) starred_actors]--> Blue --[starred_actors]--> Joanna Pettet --[(INV) starred_actors]--> Blue
Path (Raw):       Derek Jarman --[(INV) starred_actors]--> Blue --[starred_actors]--> Joanna Pettet --[(INV) starred_actors]--> Blue
Neg LogProb(↓):   0.436268
Path Entropy(↓):  0.980726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed hard, fast and beautiful
Start Entity:     Hard, Fast and Beautiful
Gold Answer:      [['Ida Lupino']]
Predicted Ans:    Ida Lupino
Predicted Path:   Hard, Fast and Beautiful --[directed_by]--> Ida Lupino --[(INV) directed_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Path (Raw):       Hard, Fast and Beautiful --[directed_by]--> Ida Lupino --[(INV) directed_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Neg LogProb(↓):   0.500060
Path Entropy(↓):  0.727158
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jon foster were directed by who
Start Entity:     Jon Foster
Gold Answer:      [['John Polson', 'Rawson Marshall Thurber', 'Karl Mueller', 'Nicolo Donato', 'Will Canon', 'Mike Figgis']]
Predicted Ans:    John Polson
Predicted Path:   Jon Foster --[(INV) starred_actors]--> Tenderness --[directed_by]--> John Polson
Path (Raw):       Jon Foster --[No Operation]--> Jon Foster --[(INV) starred_actors]--> Tenderness --[directed_by]--> John Polson
Neg LogProb(↓):   0.019649
Path Entropy(↓):  0.112663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the body
Start Entity:     The Body
Gold Answer:      [['1995', '1998', '1988', '1997', '2001', '2008', '2003', '1992', '1996', '2006', '1999', '2002', '1986', '2011', '2013', '2007']]
Predicted Ans:    2011
Predicted Path:   The Body --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Skin I Live In --[release_year]--> 2011
Path (Raw):       The Body --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Skin I Live In --[release_year]--> 2011
Neg LogProb(↓):   0.937942
Path Entropy(↓):  1.787095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is hangmen also die! in
Start Entity:     Hangmen Also Die!
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Hangmen Also Die! --[written_by]--> John Wexley --[(INV) written_by]--> Hangmen Also Die! --[in_language]--> German
Path (Raw):       Hangmen Also Die! --[written_by]--> John Wexley --[(INV) written_by]--> Hangmen Also Die! --[in_language]--> German
Neg LogProb(↓):   0.192027
Path Entropy(↓):  0.508508
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by sebastian junger release
Start Entity:     Sebastian Junger
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Sebastian Junger --[(INV) written_by]--> The Perfect Storm --[release_year]--> 2000
Path (Raw):       Sebastian Junger --[No Operation]--> Sebastian Junger --[(INV) written_by]--> The Perfect Storm --[release_year]--> 2000
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is your highness
Start Entity:     Your Highness
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Your Highness --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Your Highness --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.510515
Path Entropy(↓):  4.437730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was doctor bull released
Start Entity:     Doctor Bull
Gold Answer:      [['1933']]
Predicted Ans:    1933
Predicted Path:   Doctor Bull --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Path (Raw):       Doctor Bull --[release_year]--> 1933 --[(INV) release_year]--> The Mayor of Hell --[release_year]--> 1933
Neg LogProb(↓):   1.135274
Path Entropy(↓):  2.469068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the reckoning
Start Entity:     The Reckoning
Gold Answer:      [['Mortdecai', 'The Witches', 'Wimbledon', 'Return to Oz', 'The Young Victoria', 'Scorned', 'Gangster No. 1', "A Knight's Tale", 'Legion', 'Creation', 'The Seven-Per-Cent Solution', 'Blood', 'Venom', 'Margin Call', 'The Heart of Me', 'Hamlet', 'Transcendence', 'Priest']]
Predicted Ans:    Hamlet
Predicted Path:   The Reckoning --[starred_actors]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet
Path (Raw):       The Reckoning --[starred_actors]--> Nicol Williamson --[No Operation]--> Nicol Williamson --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.288214
Path Entropy(↓):  0.758196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed struck by lightning
Start Entity:     Struck by Lightning
Gold Answer:      [['Brian Dannelly', 'Michael Urban']]
Predicted Ans:    Chris Colfer
Predicted Path:   Struck by Lightning --[directed_by]--> Brian Dannelly --[(INV) directed_by]--> Struck by Lightning --[written_by]--> Chris Colfer
Path (Raw):       Struck by Lightning --[directed_by]--> Brian Dannelly --[(INV) directed_by]--> Struck by Lightning --[written_by]--> Chris Colfer
Neg LogProb(↓):   0.103142
Path Entropy(↓):  0.389087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films directed by the ballad of the little soldier director
Start Entity:     Ballad of the Little Soldier
Gold Answer:      [['Lao', 'Tibetan', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   Ballad of the Little Soldier --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[in_language]--> German
Path (Raw):       Ballad of the Little Soldier --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[in_language]--> German
Neg LogProb(↓):   0.837582
Path Entropy(↓):  1.241323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of god's pocket were directed by who
Start Entity:     God's Pocket
Gold Answer:      [['William Olsson']]
Predicted Ans:    William Olsson
Predicted Path:   God's Pocket --[written_by]--> Alex Metcalf --[(INV) written_by]--> An American Affair --[directed_by]--> William Olsson
Path (Raw):       God's Pocket --[written_by]--> Alex Metcalf --[(INV) written_by]--> An American Affair --[directed_by]--> William Olsson
Neg LogProb(↓):   0.058785
Path Entropy(↓):  0.219008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does robert williams star in
Start Entity:     Robert Williams
Gold Answer:      [['Platinum Blonde']]
Predicted Ans:    Platinum Blonde
Predicted Path:   Robert Williams --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Path (Raw):       Robert Williams --[(INV) starred_actors]--> Platinum Blonde --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Platinum Blonde
Neg LogProb(↓):   0.047419
Path Entropy(↓):  0.258026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by andre de toth released
Start Entity:     André De Toth
Gold Answer:      [['1962', '1948', '1954', '2005', '1959', '1985', '1953', '1952']]
Predicted Ans:    1959
Predicted Path:   André De Toth --[(INV) directed_by]--> Day of the Outlaw --[release_year]--> 1959
Path (Raw):       André De Toth --[No Operation]--> André De Toth --[(INV) directed_by]--> Day of the Outlaw --[release_year]--> 1959
Neg LogProb(↓):   0.620586
Path Entropy(↓):  1.263017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by let's talk about the rain actors
Start Entity:     Let's Talk About the Rain
Gold Answer:      [['Agnès Jaoui', 'Cédric Klapisch']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Let's Talk About the Rain --[starred_actors]--> Agnès Jaoui --[(INV) starred_actors]--> Let's Talk About the Rain --[directed_by]--> Agnès Jaoui
Path (Raw):       Let's Talk About the Rain --[starred_actors]--> Agnès Jaoui --[(INV) starred_actors]--> Let's Talk About the Rain --[directed_by]--> Agnès Jaoui
Neg LogProb(↓):   0.168822
Path Entropy(↓):  0.628226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director frank oz co - directed films with who
Start Entity:     Frank Oz
Gold Answer:      [['Jim Henson', 'Neil LaBute', 'Bryan Forbes']]
Predicted Ans:    Frank Oz
Predicted Path:   Frank Oz --[(INV) directed_by]--> The Score --[directed_by]--> Frank Oz
Path (Raw):       Frank Oz --[No Operation]--> Frank Oz --[(INV) directed_by]--> The Score --[directed_by]--> Frank Oz
Neg LogProb(↓):   0.758530
Path Entropy(↓):  1.144510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genre of movie is salvador
Start Entity:     Salvador
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Salvador --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Salvador --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.332944
Path Entropy(↓):  4.573104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by polaris banks release
Start Entity:     Polaris Banks
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Polaris Banks --[(INV) directed_by]--> Casey Jones --[release_year]--> 2011
Path (Raw):       Polaris Banks --[No Operation]--> Polaris Banks --[(INV) directed_by]--> Casey Jones --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the merry widow director
Start Entity:     The Merry Widow
Gold Answer:      [['French', 'English', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   The Merry Widow --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Path (Raw):       The Merry Widow --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   0.217560
Path Entropy(↓):  0.615616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the hot chick
Start Entity:     The Hot Chick
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Hot Chick --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Hot Chick --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.246669
Path Entropy(↓):  4.476607
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of inkheart
Start Entity:     Inkheart
Gold Answer:      [['2001', '1995', '1994', '1997']]
Predicted Ans:    1994
Predicted Path:   Inkheart --[directed_by]--> Iain Softley --[(INV) directed_by]--> Backbeat --[release_year]--> 1994
Path (Raw):       Inkheart --[directed_by]--> Iain Softley --[(INV) directed_by]--> Backbeat --[release_year]--> 1994
Neg LogProb(↓):   0.032210
Path Entropy(↓):  0.175569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by danny hoch were written by who
Start Entity:     Danny Hoch
Gold Answer:      [['Marc Levin', 'Richard Stratton', 'Garth Belcon', 'Alfredo De Villa', 'Manny Perez']]
Predicted Ans:    Alfredo De Villa
Predicted Path:   Danny Hoch --[(INV) starred_actors]--> Washington Heights --[written_by]--> Alfredo De Villa
Path (Raw):       Danny Hoch --[No Operation]--> Danny Hoch --[(INV) starred_actors]--> Washington Heights --[written_by]--> Alfredo De Villa
Neg LogProb(↓):   0.001574
Path Entropy(↓):  0.012704
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by helen hunt
Start Entity:     Helen Hunt
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Path (Raw):       Helen Hunt --[No Operation]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Neg LogProb(↓):   0.702064
Path Entropy(↓):  0.750481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of dr. giggles
Start Entity:     Dr. Giggles
Gold Answer:      [['Star Kid']]
Predicted Ans:    Star Kid
Predicted Path:   Dr. Giggles --[written_by]--> Manny Coto --[(INV) written_by]--> Star Kid
Path (Raw):       Dr. Giggles --[written_by]--> Manny Coto --[(INV) written_by]--> Star Kid --[No Operation]--> Star Kid
Neg LogProb(↓):   0.600565
Path Entropy(↓):  0.704610
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of my father's glory was
Start Entity:     My Father's Glory
Gold Answer:      [['Yves Robert']]
Predicted Ans:    Yves Robert
Predicted Path:   My Father's Glory --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[directed_by]--> Yves Robert
Path (Raw):       My Father's Glory --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander --[directed_by]--> Yves Robert
Neg LogProb(↓):   0.000123
Path Entropy(↓):  0.001259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film blonde venus
Start Entity:     Blonde Venus
Gold Answer:      [['Edward Knoblock', 'Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Dudley Nichols', 'Matthew Josephson', 'Bouck White', 'Dorothy Parker', 'Norman Panama', 'Whitfield Cook', 'Selwyn Jepson', 'Dale Van Every', 'Edwin Justus Mayer', 'Curt Goetz', 'Robert A. Stemmle', 'Hans Székely', 'Melville Shavelson', 'Leo Townsend', 'Samson Raphaelson', 'Lynn Riggs', 'Donald Ogden Stewart', 'Neil Jordan', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Harry Hervey', 'Rudyard Kipling', 'Jerome Sable', 'Nevil Shute', 'Stanley Shapiro', 'Ben Hecht', 'Charles MacArthur', 'Viña Delmar', 'Arthur Richman', 'Josef von Sternberg', 'Julius J. Epstein', 'Philip G. Epstein', 'Henri Rochard', 'David Dodge', 'Helen Deutsch', 'Anne Parrish', 'Richard L. Breen', 'George Tabori', 'Waldemar Young', 'Robert Liebmann', 'Heinrich Mann', 'Karl Vollmöller', 'Billy Wilder', 'Charles Brackett', 'Melchior Lengyel', 'Harvey Fergusson', 'Jack Jevne', 'Eddie Moran', 'Leonardo Bercovici', 'Joel Sayre', 'Steve Fisher', 'John Michael Hayes', 'Robert Hichens', 'Abraham Polonsky', 'Frank Butler', 'Charles Hoffman', 'Melvin Frank', 'Hugh Williams', 'Marc Behm', 'Richard Brooks', 'Abby Mann', 'Tom Reed', 'George Owen', 'Joseph L. Mankiewicz', 'Robert E. Sherwood', 'Guy Bolton', 'Elizabeth Page', 'Philip Barry', 'Samuel Hoffenstein', 'Eric Hodgins', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Charles Lederer', 'Sidney Buchman', 'Max Brand', 'Ingmar Bergman', 'Alfred Lewis Levitt', 'Fred Guiol', 'Sidney Harmon', 'Rex Beach', 'Alma Reville', 'Jules Furthman', 'Robert Harari', 'David Shaw', 'Herbert Baker', 'Margaret Vyner', 'Bessie Breuer', 'Don Hartman', 'John Dos Passos', 'Carl Zuckmayer', 'Joseph Stone', 'John Bright', 'Edward Anhalt', 'Manuel Komroff', 'Elizabeth Taylor', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'C.S. Forester', 'Will B. Johnstone', 'Benno Vigny', 'Edna Anhalt', 'Maurice Richlin', 'Harry Kurnitz', 'Agatha Christie', 'Peter Stone', 'Leo McCarey', 'Mae West', 'Paul King', 'Eric Hatch', 'Lawrence Hazard', 'Compton MacKenzie', 'Morrie Ryskind', 'Norman Krasna', 'Martha Cheavens', 'Harvey F. Thew', 'Pierre Louÿs']]
Predicted Ans:    Delmer Daves
Predicted Path:   Blonde Venus --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[written_by]--> Delmer Daves
Path (Raw):       Blonde Venus --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[written_by]--> Delmer Daves
Neg LogProb(↓):   1.014537
Path Entropy(↓):  2.541375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by george meyer
Start Entity:     George Meyer
Gold Answer:      [['Nancy Cartwright', 'Yeardley Smith', 'Dan Castellaneta', 'Julie Kavner']]
Predicted Ans:    Julie Kavner
Predicted Path:   George Meyer --[(INV) written_by]--> The Simpsons Movie --[starred_actors]--> Julie Kavner
Path (Raw):       George Meyer --[No Operation]--> George Meyer --[(INV) written_by]--> The Simpsons Movie --[starred_actors]--> Julie Kavner
Neg LogProb(↓):   0.004220
Path Entropy(↓):  0.031749
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of drawing restraint 9
Start Entity:     Drawing Restraint 9
Gold Answer:      [['Marco Brambilla', 'Larry Clark', 'Gaspar Noé', 'Matthew Barney', 'Tunga', 'Cecily Brown', 'Richard Prince', 'Marilyn Minter', "Sante D'Orazio"]]
Predicted Ans:    Matthew Barney
Predicted Path:   Drawing Restraint 9 --[written_by]--> Matthew Barney --[(INV) written_by]--> Destricted --[directed_by]--> Matthew Barney
Path (Raw):       Drawing Restraint 9 --[written_by]--> Matthew Barney --[(INV) written_by]--> Destricted --[directed_by]--> Matthew Barney
Neg LogProb(↓):   0.201800
Path Entropy(↓):  0.673035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by bruce kimmel fall under
Start Entity:     Bruce Kimmel
Gold Answer:      [['Musical', 'Horror', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Bruce Kimmel --[(INV) written_by]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Bruce Kimmel --[No Operation]--> Bruce Kimmel --[(INV) written_by]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe sex is comedy
Start Entity:     Sex Is Comedy
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Sex Is Comedy --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Sex Is Comedy --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.428112
Path Entropy(↓):  0.647021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is nightmare
Start Entity:     Nightmare
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Nightmare --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Nightmare --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   1.765436
Path Entropy(↓):  3.396014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of bedazzled
Start Entity:     Bedazzled
Gold Answer:      [['Caddyshack', 'Year One', 'Groundhog Day', 'Yellowbeard', 'Animal House', 'The Hound of the Baskervilles', 'Stripes', 'Caddyshack II', 'Club Paradise', 'Ghostbusters', 'Analyze That', 'Analyze This']]
Predicted Ans:    Ghostbusters
Predicted Path:   Bedazzled --[written_by]--> Harold Ramis --[(INV) written_by]--> Ghostbusters
Path (Raw):       Bedazzled --[written_by]--> Harold Ramis --[(INV) written_by]--> Ghostbusters --[No Operation]--> Ghostbusters
Neg LogProb(↓):   1.032920
Path Entropy(↓):  2.037655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the paradine case also wrote movies
Start Entity:     The Paradine Case
Gold Answer:      [['Stage Fright', "Dracula's Daughter", 'Under Capricorn', 'Duel in the Sun', 'Murder!', 'Since You Went Away', 'Shadow of a Doubt']]
Predicted Ans:    Shadow of a Doubt
Predicted Path:   The Paradine Case --[written_by]--> Alma Reville --[(INV) written_by]--> Shadow of a Doubt
Path (Raw):       The Paradine Case --[written_by]--> Alma Reville --[(INV) written_by]--> Shadow of a Doubt --[No Operation]--> Shadow of a Doubt
Neg LogProb(↓):   0.499911
Path Entropy(↓):  1.059794
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of invaders from mars
Start Entity:     Invaders from Mars
Gold Answer:      [['Horror', 'Fantasy', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Invaders from Mars --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Path (Raw):       Invaders from Mars --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> The Funhouse --[has_genre]--> Horror
Neg LogProb(↓):   0.207643
Path Entropy(↓):  0.771091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by martin campbell were in which genres
Start Entity:     Martin Campbell
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Martin Campbell --[(INV) directed_by]--> Vertical Limit --[has_genre]--> Action
Path (Raw):       Martin Campbell --[No Operation]--> Martin Campbell --[(INV) directed_by]--> Vertical Limit --[has_genre]--> Action
Neg LogProb(↓):   0.161953
Path Entropy(↓):  0.574038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote mahler
Start Entity:     Mahler
Gold Answer:      [['Ringo Starr', 'Max Adrian', 'Amanda Donohoe', 'Christopher Gable', 'Twiggy', 'Carol Kane', 'Oliver Reed', 'Rudolf Nureyev', 'Vanessa Redgrave', 'Roger Daltrey', 'Hugh Grant', 'Elton John', 'Douglas Hodge', 'Nickolas Grace', 'Leslie Caron', 'Michelle Phillips', 'Theresa Russell']]
Predicted Ans:    Douglas Hodge
Predicted Path:   Mahler --[written_by]--> Ken Russell --[(INV) written_by]--> Salome's Last Dance --[starred_actors]--> Douglas Hodge
Path (Raw):       Mahler --[written_by]--> Ken Russell --[(INV) written_by]--> Salome's Last Dance --[starred_actors]--> Douglas Hodge
Neg LogProb(↓):   0.472243
Path Entropy(↓):  1.133217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of mohabbatein
Start Entity:     Mohabbatein
Gold Answer:      [['Yash Chopra', 'Kunal Kohli', 'Aditya Chopra', 'Kabir Khan']]
Predicted Ans:    Aditya Chopra
Predicted Path:   Mohabbatein --[written_by]--> Aditya Chopra --[(INV) written_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Path (Raw):       Mohabbatein --[written_by]--> Aditya Chopra --[(INV) written_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Neg LogProb(↓):   0.000222
Path Entropy(↓):  0.002299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by union pacific screenwriters
Start Entity:     Union Pacific
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Union Pacific --[written_by]--> Ernest Haycox --[(INV) written_by]--> Stagecoach --[has_genre]--> Western
Path (Raw):       Union Pacific --[written_by]--> Ernest Haycox --[(INV) written_by]--> Stagecoach --[has_genre]--> Western
Neg LogProb(↓):   0.711576
Path Entropy(↓):  0.785889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did trevor moore star in
Start Entity:     Trevor Moore
Gold Answer:      [['Miss March']]
Predicted Ans:    Miss March
Predicted Path:   Trevor Moore --[(INV) starred_actors]--> Miss March --[starred_actors]--> Trevor Moore --[(INV) starred_actors]--> Miss March
Path (Raw):       Trevor Moore --[(INV) starred_actors]--> Miss March --[starred_actors]--> Trevor Moore --[(INV) starred_actors]--> Miss March
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does reika hashimoto act in
Start Entity:     Reika Hashimoto
Gold Answer:      [['Survive Style 5+']]
Predicted Ans:    Survive Style 5+
Predicted Path:   Reika Hashimoto --[(INV) starred_actors]--> Survive Style 5+ --[starred_actors]--> Reika Hashimoto --[(INV) starred_actors]--> Survive Style 5+
Path (Raw):       Reika Hashimoto --[(INV) starred_actors]--> Survive Style 5+ --[starred_actors]--> Reika Hashimoto --[(INV) starred_actors]--> Survive Style 5+
Neg LogProb(↓):   0.338546
Path Entropy(↓):  0.599620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by off the black actors
Start Entity:     Off the Black
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Off the Black --[starred_actors]--> Trevor Morgan --[(INV) starred_actors]--> Brotherhood --[has_genre]--> Thriller
Path (Raw):       Off the Black --[starred_actors]--> Trevor Morgan --[(INV) starred_actors]--> Brotherhood --[has_genre]--> Thriller
Neg LogProb(↓):   0.252253
Path Entropy(↓):  0.534385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by salt actors release
Start Entity:     Salt
Gold Answer:      [['1980', '2008', '2003', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1932', '1995', '1976', '2001', '2002', '2011', '2013', '1997', '1999']]
Predicted Ans:    1998
Predicted Path:   Salt --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Hell's Kitchen --[release_year]--> 1998
Path (Raw):       Salt --[starred_actors]--> Angelina Jolie --[(INV) starred_actors]--> Hell's Kitchen --[release_year]--> 1998
Neg LogProb(↓):   1.385252
Path Entropy(↓):  2.056746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the seduced and abandoned director
Start Entity:     Seduced and Abandoned
Gold Answer:      [['Drama', 'Documentary', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Seduced and Abandoned --[directed_by]--> James Toback --[(INV) directed_by]--> When Will I Be Loved --[has_genre]--> Drama
Path (Raw):       Seduced and Abandoned --[directed_by]--> James Toback --[(INV) directed_by]--> When Will I Be Loved --[has_genre]--> Drama
Neg LogProb(↓):   0.706511
Path Entropy(↓):  1.349767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of mania akbari starred movies
Start Entity:     Mania Akbari
Gold Answer:      [['Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Mania Akbari --[(INV) starred_actors]--> Ten --[directed_by]--> Abbas Kiarostami
Path (Raw):       Mania Akbari --[No Operation]--> Mania Akbari --[(INV) starred_actors]--> Ten --[directed_by]--> Abbas Kiarostami
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the maid also directed which films
Start Entity:     The Maid
Gold Answer:      [['Magic Magic']]
Predicted Ans:    The Maid
Predicted Path:   The Maid --[directed_by]--> Sebastián Silva --[(INV) directed_by]--> The Maid
Path (Raw):       The Maid --[directed_by]--> Sebastián Silva --[(INV) directed_by]--> The Maid --[No Operation]--> The Maid
Neg LogProb(↓):   0.592358
Path Entropy(↓):  0.688613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by yolanda and the thief actors
Start Entity:     Yolanda and the Thief
Gold Answer:      [['Mack Crane', 'Caroline Francke', 'Larry Gelbart', 'Hubert Osborne', 'Sally Benson', 'A. Carter Goodloe', 'Irving Brecher', 'Phoebe Ephron', 'Henry Ephron', 'Ronald Cass', 'Frederick Lonsdale', 'Peter Myers', 'Preston Sturges', 'John Paxton', 'John Steinbeck', 'Neil Simon', 'Miklós László', 'Blake Edwards', 'Fred F. Finklehoffe', 'Kenneth S. Webb', 'Richard Sherman', 'Abe Burrows', 'Arthur Wing Pinero', 'Allan Scott', 'George Wells', 'Dorothy Yost', 'Edward Kaufman', 'Samuel Hoffenstein', 'Leueen MacGrath', 'Melchior Lengyel', 'Jane Hinton', 'Alice Duer Miller', 'Irene Castle', 'William Saroyan', 'Howard Estabrook', 'Dwight Taylor', 'Samson Raphaelson', 'Floyd Dell', 'Adolph Green', 'Betty Comden', 'Thomas Mitchell', 'Noel Langley', 'Nunnally Johnson', 'Alan Jay Lerner', 'Ferenc Molnár', 'Jean Webster', 'Leonard Gershe', 'E.Y. Harburg', 'Fred Saidy', 'John Lee Mahin', 'Nevil Shute', 'Peter Straub', 'Oscar Hammerstein II', 'Anita Loos', 'Johnny Mercer', 'George S. Kaufman', 'Jules Furthman', 'George Marion Jr.', 'L. Frank Baum', 'Edgar Allan Woolf', 'Florence Ryerson', "Eugene O'Neill", 'Irving Berlin']]
Predicted Ans:    John Paxton
Predicted Path:   Yolanda and the Thief --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> On the Beach --[written_by]--> John Paxton
Path (Raw):       Yolanda and the Thief --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> On the Beach --[written_by]--> John Paxton
Neg LogProb(↓):   1.332035
Path Entropy(↓):  2.225886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote head
Start Entity:     Head
Gold Answer:      [['Bob Rafelson', 'Jack Nicholson']]
Predicted Ans:    Jack Nicholson
Predicted Path:   Head --[written_by]--> Jack Nicholson --[(INV) written_by]--> The Trip --[written_by]--> Jack Nicholson
Path (Raw):       Head --[written_by]--> Jack Nicholson --[(INV) written_by]--> The Trip --[written_by]--> Jack Nicholson
Neg LogProb(↓):   0.002679
Path Entropy(↓):  0.020232
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of i love you phillip morris
Start Entity:     I Love You Phillip Morris
Gold Answer:      [['Glenn Ficarra', 'Steve McVicker', 'John Requa']]
Predicted Ans:    Glenn Ficarra
Predicted Path:   I Love You Phillip Morris --[written_by]--> Glenn Ficarra --[(INV) written_by]--> I Love You Phillip Morris --[written_by]--> Glenn Ficarra
Path (Raw):       I Love You Phillip Morris --[written_by]--> Glenn Ficarra --[(INV) written_by]--> I Love You Phillip Morris --[written_by]--> Glenn Ficarra
Neg LogProb(↓):   0.299773
Path Entropy(↓):  0.877360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of fragile
Start Entity:     Fragile
Gold Answer:      [['Jaume Balagueró']]
Predicted Ans:    Jaume Balagueró
Predicted Path:   Fragile --[written_by]--> Jaume Balagueró --[(INV) written_by]--> Darkness --[directed_by]--> Jaume Balagueró
Path (Raw):       Fragile --[written_by]--> Jaume Balagueró --[(INV) written_by]--> Darkness --[directed_by]--> Jaume Balagueró
Neg LogProb(↓):   0.000673
Path Entropy(↓):  0.005899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of dark house
Start Entity:     Dark House
Gold Answer:      [['Drama', 'Fantasy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Dark House --[directed_by]--> Victor Salva --[(INV) directed_by]--> Clownhouse --[has_genre]--> Horror
Path (Raw):       Dark House --[directed_by]--> Victor Salva --[(INV) directed_by]--> Clownhouse --[has_genre]--> Horror
Neg LogProb(↓):   0.843140
Path Entropy(↓):  1.436506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of nigel cole directed films
Start Entity:     Nigel Cole
Gold Answer:      [['Mark Crowdy', 'Craig Ferguson', 'Tim Firth', 'Juliette Towhidi']]
Predicted Ans:    Tim Firth
Predicted Path:   Nigel Cole --[(INV) directed_by]--> Calendar Girls --[written_by]--> Tim Firth
Path (Raw):       Nigel Cole --[No Operation]--> Nigel Cole --[(INV) directed_by]--> Calendar Girls --[written_by]--> Tim Firth
Neg LogProb(↓):   0.047898
Path Entropy(↓):  0.225262
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the treasure of the sierra madre
Start Entity:     The Treasure of the Sierra Madre
Gold Answer:      [['Mr. North', 'The Amazing Dr. Clitterhouse', 'The Asphalt Jungle', 'The Man Who Would Be King', 'The Night of the Iguana', 'The African Queen', 'Three Strangers', 'Heaven Knows, Mr. Allison', 'Key Largo', 'Moulin Rouge', 'The Maltese Falcon', 'Macario', 'Sergeant York', 'Beat the Devil', "Dr. Ehrlich's Magic Bullet", 'Juarez', 'The Red Badge of Courage', 'The Kremlin Letter', 'High Sierra', 'Jezebel', 'Moby Dick']]
Predicted Ans:    The Treasure of the Sierra Madre
Predicted Path:   The Treasure of the Sierra Madre --[written_by]--> B. Traven --[(INV) written_by]--> The Treasure of the Sierra Madre
Path (Raw):       The Treasure of the Sierra Madre --[written_by]--> B. Traven --[(INV) written_by]--> The Treasure of the Sierra Madre --[No Operation]--> The Treasure of the Sierra Madre
Neg LogProb(↓):   1.208486
Path Entropy(↓):  0.637736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies directed by xavier picard released
Start Entity:     Xavier Picard
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Xavier Picard --[(INV) directed_by]--> Moomins on the Riviera --[release_year]--> 2014
Path (Raw):       Xavier Picard --[No Operation]--> Xavier Picard --[(INV) directed_by]--> Moomins on the Riviera --[release_year]--> 2014
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of the fourth war starred who
Start Entity:     The Fourth War
Gold Answer:      [['Bruce Dern', 'William Forsythe', 'Scott Glenn', 'Jean Reno', 'Angela Lansbury', 'Robert Foxworth', 'Michael Gambon', 'Andrew McCarthy', 'Valeria Golino', 'Marlon Brando', 'Robert De Niro', 'Gregory Peck', 'Michael Caine', 'Jeanne Moreau', 'Alan Bates', 'Alec Baldwin', 'Warren Beatty', 'Fredric March', 'Vanity', 'Tuesday Weld', 'Robert Shaw', 'Ben Affleck', 'James Garner', 'Penelope Ann Miller', 'Yves Montand', 'Fernando Rey', 'Eva Marie Saint', 'Stellan Skarsgård', 'Natascha McElhone', 'David Thewlis', 'Thelma Ritter', 'Edward Andrews', 'Paul Scofield', 'Dina Merrill', 'Val Kilmer', 'Barbara Steele', 'Robert Ryan', 'Roy Scheider', 'Bob Balaban', 'Barbara Carrera', 'Janet Leigh', 'Nigel Davenport', 'Sharon Stone', 'Michael York', 'Gene Hackman', 'Burt Lancaster', 'Kirk Douglas', 'Richard Harris', 'Donald Sutherland', 'Don Johnson', 'Ava Gardner', 'Laurence Harvey', 'Armand Assante', 'Ivo Garrani', 'Fairuza Balk', 'Talia Shire', 'Frank Sinatra', 'Darren McGavin', 'John Richardson', 'Marthe Keller', 'Deborah Kerr', 'Rock Hudson']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Fourth War --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       The Fourth War --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.263147
Path Entropy(↓):  1.025586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the girls
Start Entity:     The Girls
Gold Answer:      [['1963', '1978', '1970', '1966', '1957', '2010', '1953', '1979']]
Predicted Ans:    1966
Predicted Path:   The Girls --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[release_year]--> 1966
Path (Raw):       The Girls --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[release_year]--> 1966
Neg LogProb(↓):   0.072494
Path Entropy(↓):  0.323313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by kaui hart hemmings
Start Entity:     Kaui Hart Hemmings
Gold Answer:      [['Alexander Payne']]
Predicted Ans:    Alexander Payne
Predicted Path:   Kaui Hart Hemmings --[(INV) written_by]--> The Descendants --[directed_by]--> Alexander Payne
Path (Raw):       Kaui Hart Hemmings --[No Operation]--> Kaui Hart Hemmings --[(INV) written_by]--> The Descendants --[directed_by]--> Alexander Payne
Neg LogProb(↓):   0.000080
Path Entropy(↓):  0.000846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie patton
Start Entity:     Patton
Gold Answer:      [['Karl Malden', 'George C. Scott']]
Predicted Ans:    George C. Scott
Predicted Path:   Patton --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       Patton --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.026935
Path Entropy(↓):  0.126709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film crossing over
Start Entity:     Crossing Over
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Crossing Over --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Crossing Over --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.527718
Path Entropy(↓):  4.696904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie bad ass
Start Entity:     Bad Ass
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Bad Ass --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Bad Ass --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.066660
Path Entropy(↓):  4.393294
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with monet mazur
Start Entity:     Monet Mazur
Gold Answer:      [['Julian Morris', 'Carmine Giovinazzo', 'Norbert Weisser']]
Predicted Ans:    Monet Mazur
Predicted Path:   Monet Mazur --[(INV) starred_actors]--> Whirlygirl --[starred_actors]--> Monet Mazur
Path (Raw):       Monet Mazur --[No Operation]--> Monet Mazur --[(INV) starred_actors]--> Whirlygirl --[starred_actors]--> Monet Mazur
Neg LogProb(↓):   0.011542
Path Entropy(↓):  0.062679
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of pk also directed which films
Start Entity:     PK
Gold Answer:      [['3 Idiots']]
Predicted Ans:    PK
Predicted Path:   PK --[directed_by]--> Rajkumar Hirani --[(INV) directed_by]--> PK
Path (Raw):       PK --[directed_by]--> Rajkumar Hirani --[(INV) directed_by]--> PK --[No Operation]--> PK
Neg LogProb(↓):   0.120021
Path Entropy(↓):  0.352950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in blue skies
Start Entity:     Blue Skies
Gold Answer:      [['Fred Astaire', 'Bing Crosby', 'Billy De Wolfe', 'Joan Caulfield']]
Predicted Ans:    Billy De Wolfe
Predicted Path:   Blue Skies --[starred_actors]--> Billy De Wolfe --[(INV) starred_actors]--> Blue Skies --[starred_actors]--> Billy De Wolfe
Path (Raw):       Blue Skies --[starred_actors]--> Billy De Wolfe --[(INV) starred_actors]--> Blue Skies --[starred_actors]--> Billy De Wolfe
Neg LogProb(↓):   0.424825
Path Entropy(↓):  0.879074
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did uli edel write the story for
Start Entity:     Uli Edel
Gold Answer:      [['The Baader Meinhof Complex']]
Predicted Ans:    The Baader Meinhof Complex
Predicted Path:   Uli Edel --[(INV) written_by]--> The Baader Meinhof Complex --[written_by]--> Uli Edel --[(INV) written_by]--> The Baader Meinhof Complex
Path (Raw):       Uli Edel --[(INV) written_by]--> The Baader Meinhof Complex --[written_by]--> Uli Edel --[(INV) written_by]--> The Baader Meinhof Complex
Neg LogProb(↓):   0.696518
Path Entropy(↓):  0.993457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by richard durham
Start Entity:     Richard Durham
Gold Answer:      [['Tom Gries', 'Shana Feste']]
Predicted Ans:    Shana Feste
Predicted Path:   Richard Durham --[(INV) written_by]--> The Greatest --[directed_by]--> Shana Feste
Path (Raw):       Richard Durham --[No Operation]--> Richard Durham --[(INV) written_by]--> The Greatest --[directed_by]--> Shana Feste
Neg LogProb(↓):   0.420423
Path Entropy(↓):  0.643158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does iain de caestecker appear in
Start Entity:     Iain De Caestecker
Gold Answer:      [['In Fear']]
Predicted Ans:    Beautiful Creatures
Predicted Path:   Iain De Caestecker --[(INV) starred_actors]--> In Fear --[starred_actors]--> Alice Englert --[(INV) starred_actors]--> Beautiful Creatures
Path (Raw):       Iain De Caestecker --[(INV) starred_actors]--> In Fear --[starred_actors]--> Alice Englert --[(INV) starred_actors]--> Beautiful Creatures
Neg LogProb(↓):   0.005726
Path Entropy(↓):  0.035189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies written by mark illsley
Start Entity:     Mark Illsley
Gold Answer:      [['William H. Macy', 'Steve Zahn', 'Jeremy Northam', 'Ally Walker']]
Predicted Ans:    William H. Macy
Predicted Path:   Mark Illsley --[(INV) written_by]--> Happy, Texas --[starred_actors]--> William H. Macy
Path (Raw):       Mark Illsley --[No Operation]--> Mark Illsley --[(INV) written_by]--> Happy, Texas --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.009255
Path Entropy(↓):  0.058796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by matthias hungerbuhler
Start Entity:     Matthias Hungerbühler
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Matthias Hungerbühler --[(INV) starred_actors]--> The Circle --[has_genre]--> Documentary
Path (Raw):       Matthias Hungerbühler --[No Operation]--> Matthias Hungerbühler --[(INV) starred_actors]--> The Circle --[has_genre]--> Documentary
Neg LogProb(↓):   0.192633
Path Entropy(↓):  0.585510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of ted
Start Entity:     Ted
Gold Answer:      [['2014', '2007']]
Predicted Ans:    2012
Predicted Path:   Ted --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[release_year]--> 2012
Path (Raw):       Ted --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[release_year]--> 2012
Neg LogProb(↓):   0.468397
Path Entropy(↓):  1.122766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was thanasis papathanasiou the director of
Start Entity:     Thanasis Papathanasiou
Gold Answer:      [['Safe Sex']]
Predicted Ans:    Safe Sex
Predicted Path:   Thanasis Papathanasiou --[(INV) directed_by]--> Safe Sex --[directed_by]--> Michalis Reppas --[(INV) directed_by]--> Safe Sex
Path (Raw):       Thanasis Papathanasiou --[(INV) directed_by]--> Safe Sex --[directed_by]--> Michalis Reppas --[(INV) directed_by]--> Safe Sex
Neg LogProb(↓):   0.001736
Path Entropy(↓):  0.013176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is heart and souls about
Start Entity:     Heart and Souls
Gold Answer:      [['ron underwood', 'robert downey jr']]
Predicted Ans:    ron underwood
Predicted Path:   Heart and Souls --[has_tags]--> ron underwood --[(INV) has_tags]--> Heart and Souls --[has_tags]--> ron underwood
Path (Raw):       Heart and Souls --[has_tags]--> ron underwood --[(INV) has_tags]--> Heart and Souls --[has_tags]--> ron underwood
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by deric washburn
Start Entity:     Deric Washburn
Gold Answer:      [['Walter Hill', 'Michael Cimino']]
Predicted Ans:    Walter Hill
Predicted Path:   Deric Washburn --[(INV) written_by]--> Extreme Prejudice --[directed_by]--> Walter Hill
Path (Raw):       Deric Washburn --[No Operation]--> Deric Washburn --[(INV) written_by]--> Extreme Prejudice --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.395078
Path Entropy(↓):  0.632009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the world's greatest lover were released in which years
Start Entity:     The World's Greatest Lover
Gold Answer:      [['1975', '1989', '1986', '1974', '1984']]
Predicted Ans:    1974
Predicted Path:   The World's Greatest Lover --[written_by]--> Gene Wilder --[(INV) written_by]--> Young Frankenstein --[release_year]--> 1974
Path (Raw):       The World's Greatest Lover --[written_by]--> Gene Wilder --[(INV) written_by]--> Young Frankenstein --[release_year]--> 1974
Neg LogProb(↓):   0.225230
Path Entropy(↓):  0.850484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed gone
Start Entity:     Gone
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gone --[directed_by]--> Heitor Dhalia --[(INV) directed_by]--> Adrift --[has_genre]--> Drama
Path (Raw):       Gone --[directed_by]--> Heitor Dhalia --[(INV) directed_by]--> Adrift --[has_genre]--> Drama
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by david hartman were released in which years
Start Entity:     David Hartman
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   David Hartman --[(INV) starred_actors]--> The Island at the Top of the World --[release_year]--> 1974
Path (Raw):       David Hartman --[No Operation]--> David Hartman --[(INV) starred_actors]--> The Island at the Top of the World --[release_year]--> 1974
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by steve stone fall under
Start Entity:     Steve Stone
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Steve Stone --[(INV) written_by]--> Entity --[has_genre]--> Thriller
Path (Raw):       Steve Stone --[No Operation]--> Steve Stone --[(INV) written_by]--> Entity --[has_genre]--> Thriller
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rhea perlman acted together with who
Start Entity:     Rhea Perlman
Gold Answer:      [['Fredro Starr', 'John Goodman', 'Mara Wilson', 'Terrence Howard', 'Embeth Davidtz', 'Danny DeVito', 'Jay Leno']]
Predicted Ans:    Embeth Davidtz
Predicted Path:   Rhea Perlman --[(INV) starred_actors]--> Matilda --[starred_actors]--> Embeth Davidtz
Path (Raw):       Rhea Perlman --[No Operation]--> Rhea Perlman --[(INV) starred_actors]--> Matilda --[starred_actors]--> Embeth Davidtz
Neg LogProb(↓):   0.255692
Path Entropy(↓):  0.692092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the decline of western civilization
Start Entity:     The Decline of Western Civilization
Gold Answer:      [['1998', '1992', '1993', '1996', '2006', '1994']]
Predicted Ans:    1994
Predicted Path:   The Decline of Western Civilization --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[release_year]--> 1994
Path (Raw):       The Decline of Western Civilization --[directed_by]--> Penelope Spheeris --[(INV) directed_by]--> The Little Rascals --[release_year]--> 1994
Neg LogProb(↓):   0.215692
Path Entropy(↓):  0.769002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by gary yates
Start Entity:     Gary Yates
Gold Answer:      [['Lee MacDougall']]
Predicted Ans:    Lee MacDougall
Predicted Path:   Gary Yates --[(INV) written_by]--> High Life --[written_by]--> Lee MacDougall
Path (Raw):       Gary Yates --[No Operation]--> Gary Yates --[(INV) written_by]--> High Life --[written_by]--> Lee MacDougall
Neg LogProb(↓):   0.586998
Path Entropy(↓):  0.982389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie pathfinder in
Start Entity:     Pathfinder
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Pathfinder --[in_language]--> English --[(INV) in_language]--> The Power of One --[in_language]--> English
Path (Raw):       Pathfinder --[in_language]--> English --[(INV) in_language]--> The Power of One --[in_language]--> English
Neg LogProb(↓):   1.715542
Path Entropy(↓):  2.531008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of modern romance
Start Entity:     Modern Romance
Gold Answer:      [['Real Life', 'Mother', 'Defending Your Life', 'The Muse', 'Looking for Comedy in the Muslim World', 'Lost in America']]
Predicted Ans:    Lost in America
Predicted Path:   Modern Romance --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Lost in America
Path (Raw):       Modern Romance --[No Operation]--> Modern Romance --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Lost in America
Neg LogProb(↓):   0.132025
Path Entropy(↓):  0.476140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in as good as it gets
Start Entity:     As Good as It Gets
Gold Answer:      [['Helen Hunt', 'Greg Kinnear', 'Jack Nicholson']]
Predicted Ans:    Greg Kinnear
Predicted Path:   As Good as It Gets --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[starred_actors]--> Greg Kinnear
Path (Raw):       As Good as It Gets --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[starred_actors]--> Greg Kinnear
Neg LogProb(↓):   0.957781
Path Entropy(↓):  1.858405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the sea chase
Start Entity:     The Sea Chase
Gold Answer:      [['Andrew Geer', 'James Warner Bellah', 'John Twist']]
Predicted Ans:    James Warner Bellah
Predicted Path:   The Sea Chase --[written_by]--> James Warner Bellah --[(INV) written_by]--> Dancing Lady --[written_by]--> James Warner Bellah
Path (Raw):       The Sea Chase --[written_by]--> James Warner Bellah --[(INV) written_by]--> Dancing Lady --[written_by]--> James Warner Bellah
Neg LogProb(↓):   1.369923
Path Entropy(↓):  1.661521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in boom! also appears in which films
Start Entity:     Boom!
Gold Answer:      [['Bitter Victory', 'My Cousin Rachel', 'Raid on Rommel', 'The Rains of Ranchipur', 'Becket', 'Nineteen Eighty-Four', 'Reflections in a Golden Eye', 'Look Back in Anger', 'The Sandpiper', 'The Night of the Iguana', 'Secret Ceremony', 'A Date with Judy', 'The Spy Who Came in from the Cold', 'Where Eagles Dare', 'Raintree County', 'The Last Time I Saw Paris', 'Life with Father', 'Cleopatra', 'The Big Hangover', 'Bluebeard', 'Giant', 'Ivanhoe', 'Equus', 'The Desert Rats', 'Father of the Bride', 'BUtterfield 8', 'Suddenly, Last Summer', 'The Wild Geese', "Who's Afraid of Virginia Woolf?", 'Alexander the Great', 'The V.I.P.s', 'National Velvet', "Father's Little Dividend", 'The Taming of the Shrew', 'Cat on a Hot Tin Roof', 'A Little Night Music', 'Anne of the Thousand Days', 'The Robe', 'A Place in the Sun']]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   Boom! --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Path (Raw):       Boom! --[starred_actors]--> Richard Burton --[No Operation]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   0.513309
Path Entropy(↓):  1.498759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the harry hill movie
Start Entity:     The Harry Hill Movie
Gold Answer:      [['Rowan Atkinson']]
Predicted Ans:    Harry Hill
Predicted Path:   The Harry Hill Movie --[directed_by]--> Steve Bendelack --[(INV) directed_by]--> The Harry Hill Movie --[starred_actors]--> Harry Hill
Path (Raw):       The Harry Hill Movie --[directed_by]--> Steve Bendelack --[(INV) directed_by]--> The Harry Hill Movie --[starred_actors]--> Harry Hill
Neg LogProb(↓):   0.080394
Path Entropy(↓):  0.271994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was yvette vickers an actor in
Start Entity:     Yvette Vickers
Gold Answer:      [['Attack of the 50 Foot Woman']]
Predicted Ans:    Not of This Earth
Predicted Path:   Yvette Vickers --[(INV) starred_actors]--> Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth
Path (Raw):       Yvette Vickers --[(INV) starred_actors]--> Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth
Neg LogProb(↓):   0.002418
Path Entropy(↓):  0.019486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by sandra nettelbeck
Start Entity:     Sandra Nettelbeck
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Sandra Nettelbeck --[(INV) written_by]--> Mostly Martha --[in_language]--> German
Path (Raw):       Sandra Nettelbeck --[No Operation]--> Sandra Nettelbeck --[(INV) written_by]--> Mostly Martha --[in_language]--> German
Neg LogProb(↓):   0.464198
Path Entropy(↓):  0.659732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with steven mccarthy
Start Entity:     Steven McCarthy
Gold Answer:      [['Roger Rees', 'Jeff Daniels']]
Predicted Ans:    Jeff Daniels
Predicted Path:   Steven McCarthy --[(INV) starred_actors]--> The Crossing --[starred_actors]--> Jeff Daniels
Path (Raw):       Steven McCarthy --[No Operation]--> Steven McCarthy --[(INV) starred_actors]--> The Crossing --[starred_actors]--> Jeff Daniels
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie antz starred who
Start Entity:     Antz
Gold Answer:      [['Anne Bancroft', 'Dan Aykroyd', 'Woody Allen']]
Predicted Ans:    Dan Aykroyd
Predicted Path:   Antz --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Coneheads --[starred_actors]--> Dan Aykroyd
Path (Raw):       Antz --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Coneheads --[starred_actors]--> Dan Aykroyd
Neg LogProb(↓):   0.138708
Path Entropy(↓):  0.535622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with christine dunford
Start Entity:     Christine Dunford
Gold Answer:      [['Peter Fonda', 'Tom Wood', 'Patricia Richardson']]
Predicted Ans:    Peter Fonda
Predicted Path:   Christine Dunford --[(INV) starred_actors]--> Ulee's Gold --[starred_actors]--> Peter Fonda
Path (Raw):       Christine Dunford --[No Operation]--> Christine Dunford --[(INV) starred_actors]--> Ulee's Gold --[starred_actors]--> Peter Fonda
Neg LogProb(↓):   0.005721
Path Entropy(↓):  0.035219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film madeleine
Start Entity:     Madeleine
Gold Answer:      [['Ernest B. Schoedsack', 'Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Madeleine --[starred_actors]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case --[directed_by]--> Alfred Hitchcock
Path (Raw):       Madeleine --[starred_actors]--> Ann Todd --[(INV) starred_actors]--> The Paradine Case --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.106560
Path Entropy(↓):  0.361772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of aurora is also the director of which films
Start Entity:     Aurora
Gold Answer:      [['The Death of Mr. Lazarescu']]
Predicted Ans:    Aurora
Predicted Path:   Aurora --[directed_by]--> Cristi Puiu --[(INV) directed_by]--> Aurora
Path (Raw):       Aurora --[directed_by]--> Cristi Puiu --[(INV) directed_by]--> Aurora --[No Operation]--> Aurora
Neg LogProb(↓):   0.138702
Path Entropy(↓):  0.385641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share writers with a lesson before dying fall under
Start Entity:     A Lesson Before Dying
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   A Lesson Before Dying --[written_by]--> Ernest J. Gaines --[(INV) written_by]--> The Autobiography of Miss Jane Pittman --[has_genre]--> Drama
Path (Raw):       A Lesson Before Dying --[written_by]--> Ernest J. Gaines --[(INV) written_by]--> The Autobiography of Miss Jane Pittman --[has_genre]--> Drama
Neg LogProb(↓):   0.001049
Path Entropy(↓):  0.008867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the sky's the limit
Start Entity:     The Sky's the Limit
Gold Answer:      [['Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery']]
Predicted Ans:    Musical
Predicted Path:   The Sky's the Limit --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Daddy Long Legs --[has_genre]--> Musical
Path (Raw):       The Sky's the Limit --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Daddy Long Legs --[has_genre]--> Musical
Neg LogProb(↓):   0.750329
Path Entropy(↓):  1.715153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of intersection
Start Entity:     Intersection
Gold Answer:      [['Bruce Dern', 'Henry Fonda', 'Katharine Hepburn', 'Jane Fonda', 'Michael Caine', 'James Caan', 'Diane Keaton', 'Elliott Gould', 'Alan Bates', "Patrick O'Neal", 'Kelsey Grammer', 'Sissy Spacek', 'Forest Whitaker', 'Roscoe Lee Browne', 'Doug McKeon', 'Sharon Farrell', 'Kim Basinger', 'John Wayne', 'Bette Midler', 'Enrico Colantoni', 'Harry Dean Stanton', 'Frederic Forrest', 'Eli Wallach', 'Marsha Mason', 'James Franco', 'Kirk Calloway', 'Michael Moriarty', 'George Segal', 'Colleen Dewhurst', 'Esmond Knight', 'Arthur Shields', 'Nora Swinburne', 'Valentina Cervi', 'Steve McQueen', 'Mel Gibson']]
Predicted Ans:    George Segal
Predicted Path:   Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> For the Boys --[starred_actors]--> George Segal
Path (Raw):       Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> For the Boys --[starred_actors]--> George Segal
Neg LogProb(↓):   0.957850
Path Entropy(↓):  1.925717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by gangster no. 1 actors
Start Entity:     Gangster No. 1
Gold Answer:      [['Caroline Thompson', 'Christopher Hampton', 'David Grieco', 'Mark Mills', 'John Collee', 'Randal Keynes', 'Barry Unsworth', 'Chris Roberts', 'Jimmy McGovern', 'Tony Randel', 'Tom Stoppard', 'Steve Hayes', 'Karl Alexander', 'Bernard Rose', 'Michael Barak', 'Buronson', 'Tetsuo Hara', 'John V. Soto', 'Robert Harris', 'Brian Helgeland', 'Stanley Kubrick', 'Rob Zombie', 'Scott Stewart', 'Peter Schink', 'Robert Shaw', 'Gore Vidal', 'Heinrich Harrer', 'Julian Fellowes', 'Rosamond Lehmann', 'Cecil Lewis', 'Howard Barker', 'Nicholas Meyer', 'Neve Campbell', 'Ron Hutchinson', 'Luke Harding', 'David Leigh', 'Josh Singer', 'Cory Goodman', 'Eric Aronson', 'Jon Amiel', 'Bernardo Bertolucci', 'John Carpenter', 'James Lasdun', 'Kyril Bonfiglioli', 'H.G. Wells', 'Debra Hill', 'James Hill', 'Edgar Allan Poe', 'Howard Marks', 'Barry England', 'George MacDonald Fraser', 'J.C. Chandor', 'Jack Paglen', 'Richard Stanley', 'August Strindberg', 'Anna Sewell', 'Bill Gallagher', 'Anthony Burgess', 'Alf Sjöberg', 'Mike Figgis']]
Predicted Ans:    Michael Barak
Predicted Path:   Gangster No. 1 --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Path (Raw):       Gangster No. 1 --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> Enigma --[written_by]--> Michael Barak
Neg LogProb(↓):   0.893965
Path Entropy(↓):  1.870762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed parasomnia
Start Entity:     Parasomnia
Gold Answer:      [['1999', '1959']]
Predicted Ans:    1999
Predicted Path:   Parasomnia --[directed_by]--> William Malone --[(INV) directed_by]--> House on Haunted Hill --[release_year]--> 1999
Path (Raw):       Parasomnia --[directed_by]--> William Malone --[(INV) directed_by]--> House on Haunted Hill --[release_year]--> 1999
Neg LogProb(↓):   0.401746
Path Entropy(↓):  0.664734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does ian holm appear in
Start Entity:     Ian Holm
Gold Answer:      [['Kafka', 'Esther Kahn', 'Wisconsin Death Trip', 'Ratatouille', "The Emperor's New Clothes", 'Night Falls on Manhattan', 'Dreamchild', 'Naked Lunch', 'Brazil']]
Predicted Ans:    Dreamchild
Predicted Path:   Ian Holm --[(INV) starred_actors]--> Dreamchild --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild
Path (Raw):       Ian Holm --[(INV) starred_actors]--> Dreamchild --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Dreamchild
Neg LogProb(↓):   0.023562
Path Entropy(↓):  0.111956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by erik thomson
Start Entity:     Erik Thomson
Gold Answer:      [['Elissa Down']]
Predicted Ans:    Elissa Down
Predicted Path:   Erik Thomson --[(INV) starred_actors]--> The Black Balloon --[directed_by]--> Elissa Down
Path (Raw):       Erik Thomson --[No Operation]--> Erik Thomson --[(INV) starred_actors]--> The Black Balloon --[directed_by]--> Elissa Down
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of rebel without a cause
Start Entity:     Rebel Without a Cause
Gold Answer:      [['Bitter Victory', 'Macao', 'Johnny Guitar', 'Knock on Any Door', "A Woman's Secret", 'The Lusty Men', 'King of Kings', 'Bigger Than Life', '55 Days at Peking', 'The Racket', 'Flying Leathernecks', 'Party Girl', 'On Dangerous Ground', 'Run for Cover', 'Wind Across the Everglades', 'The True Story of Jesse James', 'The Savage Innocents', 'In a Lonely Place', 'Born to Be Bad', 'They Live by Night']]
Predicted Ans:    The Racket
Predicted Path:   Rebel Without a Cause --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> The Racket
Path (Raw):       Rebel Without a Cause --[No Operation]--> Rebel Without a Cause --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> The Racket
Neg LogProb(↓):   0.931355
Path Entropy(↓):  1.999980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed mrs. miniver
Start Entity:     Mrs. Miniver
Gold Answer:      [['William Wyler']]
Predicted Ans:    William Wyler
Predicted Path:   Mrs. Miniver --[directed_by]--> William Wyler --[(INV) directed_by]--> The Liberation of L.B. Jones --[directed_by]--> William Wyler
Path (Raw):       Mrs. Miniver --[directed_by]--> William Wyler --[(INV) directed_by]--> The Liberation of L.B. Jones --[directed_by]--> William Wyler
Neg LogProb(↓):   0.138067
Path Entropy(↓):  0.530683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the icicle thief released
Start Entity:     The Icicle Thief
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   The Icicle Thief --[release_year]--> 1989 --[(INV) release_year]--> Cannibal Women in the Avocado Jungle of Death --[release_year]--> 1989
Path (Raw):       The Icicle Thief --[release_year]--> 1989 --[(INV) release_year]--> Cannibal Women in the Avocado Jungle of Death --[release_year]--> 1989
Neg LogProb(↓):   2.971015
Path Entropy(↓):  4.167455
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of big business
Start Entity:     Big Business
Gold Answer:      [['Judge Reinhold', 'Cary Elwes', 'Omar Sharif', 'Danny DeVito', 'Helen Slater', 'Richard Crenna', 'Charlie Sheen', 'Valeria Golino', 'Peter Graves', 'Lloyd Bridges', 'Jeremy Kemp', 'Bette Midler', 'Julie Hagerty']]
Predicted Ans:    Charlie Sheen
Predicted Path:   Big Business --[directed_by]--> Jim Abrahams --[(INV) directed_by]--> Hot Shots! --[starred_actors]--> Charlie Sheen
Path (Raw):       Big Business --[directed_by]--> Jim Abrahams --[(INV) directed_by]--> Hot Shots! --[starred_actors]--> Charlie Sheen
Neg LogProb(↓):   0.519368
Path Entropy(↓):  0.997499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of a christmas carol was
Start Entity:     A Christmas Carol
Gold Answer:      [['Robert Zemeckis']]
Predicted Ans:    Clive Donner
Predicted Path:   A Christmas Carol --[directed_by]--> Clive Donner --[(INV) directed_by]--> Charlie Chan and the Curse of the Dragon Queen --[directed_by]--> Clive Donner
Path (Raw):       A Christmas Carol --[directed_by]--> Clive Donner --[(INV) directed_by]--> Charlie Chan and the Curse of the Dragon Queen --[directed_by]--> Clive Donner
Neg LogProb(↓):   0.497476
Path Entropy(↓):  0.745464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years the films starred by margherita buy
Start Entity:     Margherita Buy
Gold Answer:      [['2006', '1992', '2013', '2007']]
Predicted Ans:    1992
Predicted Path:   Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Path (Raw):       Margherita Buy --[No Operation]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[release_year]--> 1992
Neg LogProb(↓):   0.183365
Path Entropy(↓):  0.628836
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the g. i. jane director
Start Entity:     G.I. Jane
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   G.I. Jane --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Alien --[has_genre]--> Horror
Path (Raw):       G.I. Jane --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Alien --[has_genre]--> Horror
Neg LogProb(↓):   1.363530
Path Entropy(↓):  1.944134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor patrick stewart starred together with who
Start Entity:     Patrick Stewart
Gold Answer:      [['Richard Attenborough', 'Denzel Washington', 'Sasson Gabai', 'Moni Moshonov', 'Gil Blank', 'Tim Curry', 'Anthony Hopkins', 'Glenn Close', 'Hugh Jackman', 'Nicol Williamson', 'Alan Bates', 'Sam Shepard', 'Richard E. Grant', 'Ethan Hawke', 'Penny Downie', 'Oliver Ford Davies', 'David Tennant', 'Jim Carrey', 'Ian McKellen', 'Whoopi Goldberg', 'Emma Suárez', 'Diane Venora', 'Paul Scofield', 'Michael York', 'Ryan Reynolds', 'Famke Janssen', 'Kyle MacLachlan', 'James Earl Jones', 'Marianne Faithfull', 'George C. Scott', 'Reginald Owen', 'Samuel L. Jackson', 'Carmelo Gómez', 'Mel Gibson', 'Judy Parfitt']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Patrick Stewart --[(INV) starred_actors]--> Hamlet --[starred_actors]--> Patrick Stewart
Path (Raw):       Patrick Stewart --[No Operation]--> Patrick Stewart --[(INV) starred_actors]--> Hamlet --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   0.707187
Path Entropy(↓):  1.976867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films for the writer of bounce
Start Entity:     Bounce
Gold Answer:      [['Don Roos', 'Herbert Ross', 'Jonathan Kaplan', 'Jeremiah S. Chechik', 'Nick Cassavetes']]
Predicted Ans:    Don Roos
Predicted Path:   Bounce --[written_by]--> Don Roos --[(INV) written_by]--> The Opposite of Sex --[directed_by]--> Don Roos
Path (Raw):       Bounce --[written_by]--> Don Roos --[(INV) written_by]--> The Opposite of Sex --[directed_by]--> Don Roos
Neg LogProb(↓):   0.590561
Path Entropy(↓):  0.823163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film krush groove released
Start Entity:     Krush Groove
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Krush Groove --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       Krush Groove --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.952030
Path Entropy(↓):  4.274723
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in hideo nakata directed films
Start Entity:     Hideo Nakata
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Hideo Nakata --[(INV) directed_by]--> Chaos --[in_language]--> French
Path (Raw):       Hideo Nakata --[No Operation]--> Hideo Nakata --[(INV) directed_by]--> Chaos --[in_language]--> French
Neg LogProb(↓):   0.145868
Path Entropy(↓):  0.399375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of holy man
Start Entity:     Holy Man
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Holy Man --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       Holy Man --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   2.672478
Path Entropy(↓):  4.091764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in lucrecia martel written films
Start Entity:     Lucrecia Martel
Gold Answer:      [['Spanish']]
Predicted Ans:    lucrecia martel
Predicted Path:   Lucrecia Martel --[(INV) written_by]--> The Headless Woman --[has_tags]--> lucrecia martel
Path (Raw):       Lucrecia Martel --[No Operation]--> Lucrecia Martel --[(INV) written_by]--> The Headless Woman --[has_tags]--> lucrecia martel
Neg LogProb(↓):   0.000413
Path Entropy(↓):  0.003659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the movies acted by jackie earle haley
Start Entity:     Jackie Earle Haley
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jackie Earle Haley --[(INV) starred_actors]--> Watchmen --[in_language]--> English
Path (Raw):       Jackie Earle Haley --[No Operation]--> Jackie Earle Haley --[(INV) starred_actors]--> Watchmen --[in_language]--> English
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in la mujer de mi hermano
Start Entity:     La mujer de mi hermano
Gold Answer:      [['Christian Meier', 'Manolo Cardona', 'Bárbara Mori']]
Predicted Ans:    Hrithik Roshan
Predicted Path:   La mujer de mi hermano --[starred_actors]--> Bárbara Mori --[(INV) starred_actors]--> Kites --[starred_actors]--> Hrithik Roshan
Path (Raw):       La mujer de mi hermano --[starred_actors]--> Bárbara Mori --[(INV) starred_actors]--> Kites --[starred_actors]--> Hrithik Roshan
Neg LogProb(↓):   1.104181
Path Entropy(↓):  1.952146
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by sanjeev kumar were in which languages
Start Entity:     Sanjeev Kumar
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Sanjeev Kumar --[(INV) starred_actors]--> Sholay --[in_language]--> Hindi
Path (Raw):       Sanjeev Kumar --[No Operation]--> Sanjeev Kumar --[(INV) starred_actors]--> Sholay --[in_language]--> Hindi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did jackie earle haley star in
Start Entity:     Jackie Earle Haley
Gold Answer:      [['Breaking Away', 'A Nightmare on Elm Street', 'Little Children', 'The Bad News Bears in Breaking Training', 'Watchmen', 'The Bad News Bears Go to Japan', "Losin' It", 'Dollman']]
Predicted Ans:    The Bad News Bears in Breaking Training
Predicted Path:   Jackie Earle Haley --[(INV) starred_actors]--> The Bad News Bears in Breaking Training --[starred_actors]--> Jimmy Baio --[(INV) starred_actors]--> The Bad News Bears in Breaking Training
Path (Raw):       Jackie Earle Haley --[(INV) starred_actors]--> The Bad News Bears in Breaking Training --[starred_actors]--> Jimmy Baio --[(INV) starred_actors]--> The Bad News Bears in Breaking Training
Neg LogProb(↓):   0.267785
Path Entropy(↓):  0.928645
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film madame bovary
Start Entity:     Madame Bovary
Gold Answer:      [['Aram Avakian', 'William Dieterle', 'David O. Selznick', 'William A. Wellman', 'Roy Boulting', 'Bernard Knowles', 'Lewis Milestone', 'Silvio Narizzano', 'Claude Goretta', 'Rusty Lemorande', 'Ernst Lubitsch', 'Tim Johnson', 'Curtis Bernhardt', 'Nunnally Johnson', 'Curtis Hanson', 'Victor Hanbury', 'Lance Comfort', 'Mutz Greenbaum', 'Don Siegel', 'Ursula Meier', 'Albert Lewin', 'William Wyler', 'François Ozon', 'Robert M. Young', 'Diane Kurys', 'Bob Rafelson', 'Richard Fleischer', 'Mervyn LeRoy', 'Richard Thorpe', 'Walter Lang', 'Stanley Kubrick', 'Benoît Jacquot', 'Anthony Mann', 'Michael Powell', 'Terence Young', 'Robert Rossen', 'Claire Denis', 'Alexander Hall', 'Sidney Lumet', 'Richard Brooks', 'Claude Chabrol', 'Phil Karlson', 'Ken Hughes', 'Joseph L. Mankiewicz', 'Henry Levin', 'David O. Russell', 'Michael Haneke', 'Carol Reed', 'Joseph Zito', 'King Vidor', 'Franklin J. Schaffner', 'Henry King', 'Max Ophüls', 'Leslie Arliss', 'Douglas Camfield', 'Joseph Losey', 'Vincente Minnelli', 'Alfred Hitchcock', 'Fielder Cook', 'Jim Wynorski', 'Charles Vidor', 'Brian De Palma', 'Robert Z. Leonard', 'George Cukor', 'Maurice Pialat', 'Adrian Lyne', 'John Huston', 'Emeric Pressburger', 'Jean Negulesco', 'Wes Craven', 'Henry Koster', 'Raoul Walsh', 'Jacqueline Audry', 'Nicholas Ray', 'Anatole Litvak', 'Ivan Passer', 'Anthony Asquith', 'Stuart Paton', 'Peter Yates', 'Hal Hartley', 'John Guillermin', 'Fred Zinnemann', 'George Stevens', 'Clarence Brown']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   Madame Bovary --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Vincente Minnelli
Path (Raw):       Madame Bovary --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   1.299814
Path Entropy(↓):  2.583049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was sherry hormann the writer of
Start Entity:     Sherry Hormann
Gold Answer:      [['Desert Flower']]
Predicted Ans:    Desert Flower
Predicted Path:   Sherry Hormann --[(INV) written_by]--> Desert Flower --[written_by]--> Sherry Hormann --[(INV) written_by]--> Desert Flower
Path (Raw):       Sherry Hormann --[(INV) written_by]--> Desert Flower --[written_by]--> Sherry Hormann --[(INV) written_by]--> Desert Flower
Neg LogProb(↓):   0.273273
Path Entropy(↓):  0.550118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director michael corrente
Start Entity:     Michael Corrente
Gold Answer:      [['Dennis Franz', 'Sean Nelson', 'Dustin Hoffman', 'Michael Madsen', 'Jaimie Alexander', 'Robert Duvall', 'Vincent Gallo', 'Peter Facinelli']]
Predicted Ans:    Dustin Hoffman
Predicted Path:   Michael Corrente --[(INV) directed_by]--> American Buffalo --[starred_actors]--> Dustin Hoffman
Path (Raw):       Michael Corrente --[No Operation]--> Michael Corrente --[(INV) directed_by]--> American Buffalo --[starred_actors]--> Dustin Hoffman
Neg LogProb(↓):   0.032583
Path Entropy(↓):  0.153630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the best man
Start Entity:     The Best Man
Gold Answer:      [['Norman Vance Jr.', 'Leslie Stevens', 'Ernest Hemingway', 'James Goldman', 'Edmund H. North', 'John Byrum', 'Pierre Boulle', 'Rod Serling', 'Pupi Avati', 'Robert K. Massie', 'Ira Levin', 'Francis Ford Coppola', 'Ladislas Farago', 'Michael Wilson', 'Michael McCullers', 'Henri Charrière', 'David Zucker', 'Mark Rosenthal', 'Malcolm D. Lee', 'Lawrence Konner', 'Heywood Gould', 'Robin Cook', 'John Ridley']]
Predicted Ans:    Franklin J. Schaffner
Predicted Path:   The Best Man --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> The War Lord --[directed_by]--> Franklin J. Schaffner
Path (Raw):       The Best Man --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> The War Lord --[directed_by]--> Franklin J. Schaffner
Neg LogProb(↓):   1.602964
Path Entropy(↓):  1.612586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was nancy meckler the director of
Start Entity:     Nancy Meckler
Gold Answer:      [['Sister My Sister']]
Predicted Ans:    Sister My Sister
Predicted Path:   Nancy Meckler --[(INV) directed_by]--> Sister My Sister --[directed_by]--> Nancy Meckler --[(INV) directed_by]--> Sister My Sister
Path (Raw):       Nancy Meckler --[(INV) directed_by]--> Sister My Sister --[directed_by]--> Nancy Meckler --[(INV) directed_by]--> Sister My Sister
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by roger young
Start Entity:     Roger Young
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Roger Young --[(INV) directed_by]--> Barabbas --[has_genre]--> Drama
Path (Raw):       Roger Young --[No Operation]--> Roger Young --[(INV) directed_by]--> Barabbas --[has_genre]--> Drama
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the great mcginty
Start Entity:     The Great McGinty
Gold Answer:      [['Barry Levinson', 'Robert Klane', 'Valerie Curtin', 'Preston Sturges', 'Monckton Hoffe']]
Predicted Ans:    Preston Sturges
Predicted Path:   The Great McGinty --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[written_by]--> Preston Sturges
Path (Raw):       The Great McGinty --[directed_by]--> Preston Sturges --[(INV) directed_by]--> Hail the Conquering Hero --[written_by]--> Preston Sturges
Neg LogProb(↓):   0.247461
Path Entropy(↓):  0.808109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by joseph dougherty were released in which years
Start Entity:     Joseph Dougherty
Gold Answer:      [['1996', '1950', '1991']]
Predicted Ans:    1991
Predicted Path:   Joseph Dougherty --[(INV) written_by]--> Cast a Deadly Spell --[release_year]--> 1991
Path (Raw):       Joseph Dougherty --[No Operation]--> Joseph Dougherty --[(INV) written_by]--> Cast a Deadly Spell --[release_year]--> 1991
Neg LogProb(↓):   0.018259
Path Entropy(↓):  0.090524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter frank wedekind wrote films together with who
Start Entity:     Frank Wedekind
Gold Answer:      [['Hilary Brougher', 'Tristine Skyler', 'Jane Mendelsohn', 'Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Frank Wedekind --[(INV) written_by]--> Innocence --[written_by]--> Paul Cox
Path (Raw):       Frank Wedekind --[No Operation]--> Frank Wedekind --[(INV) written_by]--> Innocence --[written_by]--> Paul Cox
Neg LogProb(↓):   0.204914
Path Entropy(↓):  0.617297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by ringo lam
Start Entity:     Ringo Lam
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Ringo Lam --[(INV) written_by]--> City on Fire --[has_genre]--> Crime
Path (Raw):       Ringo Lam --[No Operation]--> Ringo Lam --[(INV) written_by]--> City on Fire --[has_genre]--> Crime
Neg LogProb(↓):   0.538096
Path Entropy(↓):  0.679017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of masquerade
Start Entity:     Masquerade
Gold Answer:      [['Peter Werner']]
Predicted Ans:    Bob Swaim
Predicted Path:   Masquerade --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade --[directed_by]--> Bob Swaim
Path (Raw):       Masquerade --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade --[directed_by]--> Bob Swaim
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies for the writer of lost in translation
Start Entity:     Lost in Translation
Gold Answer:      [['Sofia Coppola', 'Francis Ford Coppola', 'Martin Scorsese', 'Woody Allen']]
Predicted Ans:    Sofia Coppola
Predicted Path:   Lost in Translation --[written_by]--> Sofia Coppola --[(INV) written_by]--> The Bling Ring --[directed_by]--> Sofia Coppola
Path (Raw):       Lost in Translation --[written_by]--> Sofia Coppola --[(INV) written_by]--> The Bling Ring --[directed_by]--> Sofia Coppola
Neg LogProb(↓):   0.269806
Path Entropy(↓):  0.752404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by lisa langseth
Start Entity:     Lisa Langseth
Gold Answer:      [['Anna Bjelkerud', 'Mira Eklund', 'David Dencik']]
Predicted Ans:    David Dencik
Predicted Path:   Lisa Langseth --[(INV) directed_by]--> Hotell --[starred_actors]--> David Dencik
Path (Raw):       Lisa Langseth --[No Operation]--> Lisa Langseth --[(INV) directed_by]--> Hotell --[starred_actors]--> David Dencik
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by freidoune sahebjam
Start Entity:     Freidoune Sahebjam
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Freidoune Sahebjam --[(INV) written_by]--> The Stoning of Soraya M. --[in_language]--> Persian
Path (Raw):       Freidoune Sahebjam --[No Operation]--> Freidoune Sahebjam --[(INV) written_by]--> The Stoning of Soraya M. --[in_language]--> Persian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for dancing at the blue iguana
Start Entity:     Dancing at the Blue Iguana
Gold Answer:      [['Michael Radford']]
Predicted Ans:    Michael Radford
Predicted Path:   Dancing at the Blue Iguana --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[written_by]--> Michael Radford
Path (Raw):       Dancing at the Blue Iguana --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[written_by]--> Michael Radford
Neg LogProb(↓):   0.394524
Path Entropy(↓):  0.753540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in speedway junky
Start Entity:     Speedway Junky
Gold Answer:      [['Jesse Bradford', 'Jordan Brower', 'Jonathan Taylor Thomas', 'Daryl Hannah']]
Predicted Ans:    Jesse Bradford
Predicted Path:   Speedway Junky --[starred_actors]--> Jesse Bradford --[(INV) starred_actors]--> Swimfan --[starred_actors]--> Jesse Bradford
Path (Raw):       Speedway Junky --[starred_actors]--> Jesse Bradford --[(INV) starred_actors]--> Swimfan --[starred_actors]--> Jesse Bradford
Neg LogProb(↓):   0.003866
Path Entropy(↓):  0.029941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with wicked city in
Start Entity:     Wicked City
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Wicked City --[written_by]--> Hideyuki Kikuchi --[(INV) written_by]--> Wicked City --[in_language]--> Japanese
Path (Raw):       Wicked City --[written_by]--> Hideyuki Kikuchi --[(INV) written_by]--> Wicked City --[in_language]--> Japanese
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the big wedding
Start Entity:     The Big Wedding
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2013
Predicted Path:   The Big Wedding --[written_by]--> Justin Zackham --[(INV) written_by]--> The Big Wedding --[release_year]--> 2013
Path (Raw):       The Big Wedding --[written_by]--> Justin Zackham --[(INV) written_by]--> The Big Wedding --[release_year]--> 2013
Neg LogProb(↓):   0.691030
Path Entropy(↓):  1.035061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the desperadoes actors
Start Entity:     The Desperadoes
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.456329
Path Entropy(↓):  0.672554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in mentor
Start Entity:     Mentor
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Mentor --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Soldier of Orange --[has_genre]--> War
Path (Raw):       Mentor --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> Soldier of Orange --[has_genre]--> War
Neg LogProb(↓):   0.202097
Path Entropy(↓):  0.610500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is in the mouth of madness
Start Entity:     In the Mouth of Madness
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   In the Mouth of Madness --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       In the Mouth of Madness --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.871447
Path Entropy(↓):  4.082521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by mikio naruse
Start Entity:     Mikio Naruse
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Mikio Naruse --[(INV) directed_by]--> Apart from You --[in_language]--> Japanese
Path (Raw):       Mikio Naruse --[No Operation]--> Mikio Naruse --[(INV) directed_by]--> Apart from You --[in_language]--> Japanese
Neg LogProb(↓):   0.002618
Path Entropy(↓):  0.020187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter joel sayre wrote films together with who
Start Entity:     Joel Sayre
Gold Answer:      [['Fred Guiol', 'Ben Hecht', 'Charles MacArthur', 'Rudyard Kipling', 'John Paxton']]
Predicted Ans:    Ben Hecht
Predicted Path:   Joel Sayre --[(INV) written_by]--> Gunga Din --[written_by]--> Ben Hecht
Path (Raw):       Joel Sayre --[No Operation]--> Joel Sayre --[(INV) written_by]--> Gunga Din --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.305853
Path Entropy(↓):  0.710122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote dial m for murder
Start Entity:     Dial M for Murder
Gold Answer:      [['Joseph L. Mankiewicz', 'Terence Young', 'Andrew Davis']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Dial M for Murder --[written_by]--> Frederick Knott --[(INV) written_by]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Dial M for Murder --[written_by]--> Frederick Knott --[(INV) written_by]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.005102
Path Entropy(↓):  0.035329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the steel trap
Start Entity:     The Steel Trap
Gold Answer:      [['Andrew L. Stone']]
Predicted Ans:    Andrew L. Stone
Predicted Path:   The Steel Trap --[written_by]--> Andrew L. Stone --[(INV) written_by]--> Julie --[written_by]--> Andrew L. Stone
Path (Raw):       The Steel Trap --[written_by]--> Andrew L. Stone --[(INV) written_by]--> Julie --[written_by]--> Andrew L. Stone
Neg LogProb(↓):   0.002105
Path Entropy(↓):  0.015067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in arsenic and old lace
Start Entity:     Arsenic and Old Lace
Gold Answer:      [['Jack Carson', 'Raymond Massey', 'Cary Grant', 'Priscilla Lane']]
Predicted Ans:    Cary Grant
Predicted Path:   Arsenic and Old Lace --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[starred_actors]--> Cary Grant
Path (Raw):       Arsenic and Old Lace --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> I Was a Male War Bride --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.595013
Path Entropy(↓):  1.090674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the bad and the beautiful
Start Entity:     The Bad and the Beautiful
Gold Answer:      [['Walter Brennan', 'Montgomery Clift', 'Joanne Dru', 'John Wayne']]
Predicted Ans:    Dick Powell
Predicted Path:   The Bad and the Beautiful --[written_by]--> Charles Schnee --[(INV) written_by]--> The Bad and the Beautiful --[starred_actors]--> Dick Powell
Path (Raw):       The Bad and the Beautiful --[written_by]--> Charles Schnee --[(INV) written_by]--> The Bad and the Beautiful --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.588957
Path Entropy(↓):  1.356305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films are about don chaffey
Start Entity:     don chaffey
Gold Answer:      [['Jason and the Argonauts', 'The Three Lives of Thomasina']]
Predicted Ans:    Jason and the Argonauts
Predicted Path:   don chaffey --[(INV) has_tags]--> Jason and the Argonauts --[has_tags]--> don chaffey --[(INV) has_tags]--> Jason and the Argonauts
Path (Raw):       don chaffey --[(INV) has_tags]--> Jason and the Argonauts --[has_tags]--> don chaffey --[(INV) has_tags]--> Jason and the Argonauts
Neg LogProb(↓):   0.464097
Path Entropy(↓):  1.019524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by hugo arana were directed by who
Start Entity:     Hugo Arana
Gold Answer:      [['Luis Puenzo']]
Predicted Ans:    Luis Puenzo
Predicted Path:   Hugo Arana --[(INV) starred_actors]--> The Official Story --[directed_by]--> Luis Puenzo
Path (Raw):       Hugo Arana --[No Operation]--> Hugo Arana --[(INV) starred_actors]--> The Official Story --[directed_by]--> Luis Puenzo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in undercover blues
Start Entity:     Undercover Blues
Gold Answer:      [['2008', '2003', '1993', '1985', '1979', '1984', '1998', '2009', '2004', '1994', '1983', '1995', '1990', '1989', '2002', '1981', '2012', '1961', '2011', '1962', '1988', '2000', '1997', '1950', '1960', '1991', '1999', '1987', '1986']]
Predicted Ans:    1993
Predicted Path:   Undercover Blues --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Undercover Blues --[release_year]--> 1993
Path (Raw):       Undercover Blues --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Undercover Blues --[release_year]--> 1993
Neg LogProb(↓):   1.519037
Path Entropy(↓):  2.580985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of alligator
Start Entity:     Alligator
Gold Answer:      [['Family', 'Sport', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Alligator --[written_by]--> John Sayles --[(INV) written_by]--> Honeydripper --[has_genre]--> Drama
Path (Raw):       Alligator --[written_by]--> John Sayles --[(INV) written_by]--> Honeydripper --[has_genre]--> Drama
Neg LogProb(↓):   0.722614
Path Entropy(↓):  1.690503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for take my eyes
Start Entity:     Take My Eyes
Gold Answer:      [['Icíar Bollaín']]
Predicted Ans:    Icíar Bollaín
Predicted Path:   Take My Eyes --[written_by]--> Icíar Bollaín --[(INV) written_by]--> Take My Eyes --[written_by]--> Icíar Bollaín
Path (Raw):       Take My Eyes --[written_by]--> Icíar Bollaín --[(INV) written_by]--> Take My Eyes --[written_by]--> Icíar Bollaín
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film wimbledon
Start Entity:     Wimbledon
Gold Answer:      [['Peter Morgan', 'Deric Longden', 'William Trevor', 'Michael Palin', 'Joe Forte', 'Charlie Peters']]
Predicted Ans:    Peter Morgan
Predicted Path:   Wimbledon --[directed_by]--> Richard Loncraine --[(INV) directed_by]--> The Special Relationship --[written_by]--> Peter Morgan
Path (Raw):       Wimbledon --[directed_by]--> Richard Loncraine --[(INV) directed_by]--> The Special Relationship --[written_by]--> Peter Morgan
Neg LogProb(↓):   0.273437
Path Entropy(↓):  0.872748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of state of siege
Start Entity:     State of Siege
Gold Answer:      [['The Wages of Fear', 'César and Rosalie', 'My Geisha', "Let's Make Love", 'Rocco and His Brothers', 'Goodbye Again', 'The War Is Over', 'Z', 'Le Cercle Rouge', 'Big Deal on Madonna Street', 'The Confession', 'Grand Prix', 'Jean de Florette']]
Predicted Ans:    Jean de Florette
Predicted Path:   State of Siege --[starred_actors]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette
Path (Raw):       State of Siege --[starred_actors]--> Yves Montand --[No Operation]--> Yves Montand --[(INV) starred_actors]--> Jean de Florette
Neg LogProb(↓):   0.157520
Path Entropy(↓):  0.595179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by jody hill were released in which years
Start Entity:     Jody Hill
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2006
Predicted Path:   Jody Hill --[(INV) directed_by]--> The Foot Fist Way --[release_year]--> 2006
Path (Raw):       Jody Hill --[No Operation]--> Jody Hill --[(INV) directed_by]--> The Foot Fist Way --[release_year]--> 2006
Neg LogProb(↓):   0.092483
Path Entropy(↓):  0.298686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of merantau
Start Entity:     Merantau
Gold Answer:      [['2014', '2013']]
Predicted Ans:    2013
Predicted Path:   Merantau --[written_by]--> Gareth Evans --[(INV) written_by]--> V/H/S/2 --[release_year]--> 2013
Path (Raw):       Merantau --[written_by]--> Gareth Evans --[(INV) written_by]--> V/H/S/2 --[release_year]--> 2013
Neg LogProb(↓):   0.000609
Path Entropy(↓):  0.005265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of kim darby starred movies
Start Entity:     Kim Darby
Gold Answer:      [['Marguerite Roberts', 'Jeph Loeb', 'Charles Portis', 'Matthew Weisman']]
Predicted Ans:    Charles Portis
Predicted Path:   Kim Darby --[(INV) starred_actors]--> True Grit --[written_by]--> Charles Portis
Path (Raw):       Kim Darby --[No Operation]--> Kim Darby --[(INV) starred_actors]--> True Grit --[written_by]--> Charles Portis
Neg LogProb(↓):   0.789428
Path Entropy(↓):  0.939916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by ali selim in
Start Entity:     Ali Selim
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ali Selim --[(INV) written_by]--> Sweet Land --[has_genre]--> Drama
Path (Raw):       Ali Selim --[No Operation]--> Ali Selim --[(INV) written_by]--> Sweet Land --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the legacy
Start Entity:     The Legacy
Gold Answer:      [['Donald Sutherland', 'Peter Coyote', 'Kate Nelligan', 'Thierry Lhermitte', 'Karen Allen']]
Predicted Ans:    Donald Sutherland
Predicted Path:   The Legacy --[directed_by]--> Richard Marquand --[(INV) directed_by]--> Eye of the Needle --[starred_actors]--> Donald Sutherland
Path (Raw):       The Legacy --[directed_by]--> Richard Marquand --[(INV) directed_by]--> Eye of the Needle --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.108809
Path Entropy(↓):  0.379333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of smokin'aces is also the director of which movies
Start Entity:     Smokin' Aces
Gold Answer:      [['The Grey', 'The A-Team', 'Narc', 'Stretch', 'Blood, Guts, Bullets and Octane']]
Predicted Ans:    Blood, Guts, Bullets and Octane
Predicted Path:   Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Blood, Guts, Bullets and Octane
Path (Raw):       Smokin' Aces --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Blood, Guts, Bullets and Octane --[No Operation]--> Blood, Guts, Bullets and Octane
Neg LogProb(↓):   0.462851
Path Entropy(↓):  0.999887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the claim also wrote movies
Start Entity:     The Claim
Gold Answer:      [['Welcome to Sarajevo', 'Revengers Tragedy', 'Jude', 'Butterfly Kiss', 'The Mayor of Casterbridge', 'Tess', 'Hilary and Jackie', 'Millions', 'Pandaemonium', 'Trishna', 'Code 46', 'Far from the Madding Crowd', '24 Hour Party People']]
Predicted Ans:    Butterfly Kiss
Predicted Path:   The Claim --[written_by]--> Frank Cottrell Boyce --[(INV) written_by]--> Butterfly Kiss
Path (Raw):       The Claim --[written_by]--> Frank Cottrell Boyce --[(INV) written_by]--> Butterfly Kiss --[No Operation]--> Butterfly Kiss
Neg LogProb(↓):   0.061193
Path Entropy(↓):  0.260585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of rosamond marshall written films
Start Entity:     Rosamond Marshall
Gold Answer:      [['Mitchell Leisen', 'Michael Anderson']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   Rosamond Marshall --[(INV) written_by]--> Kitty --[directed_by]--> Mitchell Leisen
Path (Raw):       Rosamond Marshall --[No Operation]--> Rosamond Marshall --[(INV) written_by]--> Kitty --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   0.000056
Path Entropy(↓):  0.000603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for voyage of the damned
Start Entity:     Voyage of the Damned
Gold Answer:      [['Gordon Thomas']]
Predicted Ans:    Gordon Thomas
Predicted Path:   Voyage of the Damned --[written_by]--> Gordon Thomas --[(INV) written_by]--> Voyage of the Damned --[written_by]--> Gordon Thomas
Path (Raw):       Voyage of the Damned --[written_by]--> Gordon Thomas --[(INV) written_by]--> Voyage of the Damned --[written_by]--> Gordon Thomas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor michael forest co - starred with who
Start Entity:     Michael Forest
Gold Answer:      [['Frank Wolff']]
Predicted Ans:    Michael Forest
Predicted Path:   Michael Forest --[(INV) starred_actors]--> Beast from Haunted Cave --[starred_actors]--> Michael Forest
Path (Raw):       Michael Forest --[No Operation]--> Michael Forest --[(INV) starred_actors]--> Beast from Haunted Cave --[starred_actors]--> Michael Forest
Neg LogProb(↓):   0.038578
Path Entropy(↓):  0.161028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - starred with barry watson
Start Entity:     Barry Watson
Gold Answer:      [['Sara Rue', 'Skye McCole Bartusiak', 'Emily Deschanel', 'Jeffrey Tambor', 'Katie Holmes', 'Helen Mirren']]
Predicted Ans:    Helen Mirren
Predicted Path:   Barry Watson --[(INV) starred_actors]--> Teaching Mrs. Tingle --[starred_actors]--> Helen Mirren
Path (Raw):       Barry Watson --[No Operation]--> Barry Watson --[(INV) starred_actors]--> Teaching Mrs. Tingle --[starred_actors]--> Helen Mirren
Neg LogProb(↓):   0.098660
Path Entropy(↓):  0.334143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by jan troell
Start Entity:     Jan Troell
Gold Answer:      [['Everlasting Moments', 'The Emigrants', 'Hamsun', 'The New Land']]
Predicted Ans:    Everlasting Moments
Predicted Path:   Jan Troell --[(INV) written_by]--> Everlasting Moments --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments
Path (Raw):       Jan Troell --[(INV) written_by]--> Everlasting Moments --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments
Neg LogProb(↓):   0.396962
Path Entropy(↓):  1.068527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote panic room
Start Entity:     Panic Room
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Panic Room --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[has_genre]--> Drama
Path (Raw):       Panic Room --[written_by]--> David Koepp --[(INV) written_by]--> Ghost Town --[has_genre]--> Drama
Neg LogProb(↓):   0.661318
Path Entropy(↓):  0.710502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film fred claus were in which languages
Start Entity:     Fred Claus
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Fred Claus --[starred_actors]--> Paul Giamatti --[(INV) starred_actors]--> The Illusionist --[in_language]--> French
Path (Raw):       Fred Claus --[starred_actors]--> Paul Giamatti --[(INV) starred_actors]--> The Illusionist --[in_language]--> French
Neg LogProb(↓):   0.027616
Path Entropy(↓):  0.144092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with thieves
Start Entity:     Thieves
Gold Answer:      [['The Girl on the Train', 'Rendez-vous', 'Wild Reeds', 'My Favorite Season', 'Alice and Martin', 'Changing Times', 'Barocco', 'The Witnesses', 'Strayed']]
Predicted Ans:    My Favorite Season
Predicted Path:   Thieves --[written_by]--> André Téchiné --[(INV) written_by]--> My Favorite Season
Path (Raw):       Thieves --[written_by]--> André Téchiné --[(INV) written_by]--> My Favorite Season --[No Operation]--> My Favorite Season
Neg LogProb(↓):   1.158349
Path Entropy(↓):  2.163054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote a cry in the wild
Start Entity:     A Cry in the Wild
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Cry in the Wild --[written_by]--> Gary Paulsen --[(INV) written_by]--> Snow Dogs --[has_genre]--> Comedy
Path (Raw):       A Cry in the Wild --[written_by]--> Gary Paulsen --[(INV) written_by]--> Snow Dogs --[has_genre]--> Comedy
Neg LogProb(↓):   0.000671
Path Entropy(↓):  0.005570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by gino cervi were released in which years
Start Entity:     Gino Cervi
Gold Answer:      [['1953', '1964']]
Predicted Ans:    1964
Predicted Path:   Gino Cervi --[(INV) starred_actors]--> Becket --[release_year]--> 1964
Path (Raw):       Gino Cervi --[No Operation]--> Gino Cervi --[(INV) starred_actors]--> Becket --[release_year]--> 1964
Neg LogProb(↓):   0.408452
Path Entropy(↓):  0.637883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the nutty professor
Start Entity:     The Nutty Professor
Gold Answer:      [['Reginald Hudlin', 'Jerry Lewis', 'King Vidor']]
Predicted Ans:    Jerry Lewis
Predicted Path:   The Nutty Professor --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[directed_by]--> Jerry Lewis
Path (Raw):       The Nutty Professor --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[directed_by]--> Jerry Lewis
Neg LogProb(↓):   0.863097
Path Entropy(↓):  1.142741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by matthias freihof were directed by who
Start Entity:     Matthias Freihof
Gold Answer:      [['Heiner Carow']]
Predicted Ans:    Heiner Carow
Predicted Path:   Matthias Freihof --[(INV) starred_actors]--> Coming Out --[directed_by]--> Heiner Carow
Path (Raw):       Matthias Freihof --[No Operation]--> Matthias Freihof --[(INV) starred_actors]--> Coming Out --[directed_by]--> Heiner Carow
Neg LogProb(↓):   0.000093
Path Entropy(↓):  0.001031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by erik van looy
Start Entity:     erik van looy
Gold Answer:      [['Loft']]
Predicted Ans:    Loft
Predicted Path:   erik van looy --[(INV) has_tags]--> Loft --[has_tags]--> erik van looy --[(INV) has_tags]--> Loft
Path (Raw):       erik van looy --[(INV) has_tags]--> Loft --[has_tags]--> erik van looy --[(INV) has_tags]--> Loft
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with plaza suite fall under
Start Entity:     Plaza Suite
Gold Answer:      [['Romance', 'Family', 'Sport', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Plaza Suite --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[has_genre]--> Comedy
Path (Raw):       Plaza Suite --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> Cactus Flower --[has_genre]--> Comedy
Neg LogProb(↓):   0.549588
Path Entropy(↓):  1.032484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a five star life were in which languages
Start Entity:     A Five Star Life
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   A Five Star Life --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[in_language]--> Italian
Path (Raw):       A Five Star Life --[starred_actors]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[in_language]--> Italian
Neg LogProb(↓):   0.000337
Path Entropy(↓):  0.003244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bullet are written by who
Start Entity:     Bullet
Gold Answer:      [['Frank Cottrell Boyce', 'Julien Temple', 'Colin MacInnes', 'Julie Brown']]
Predicted Ans:    Michael Seresin
Predicted Path:   Bullet --[written_by]--> Mickey Rourke --[(INV) written_by]--> Homeboy --[directed_by]--> Michael Seresin
Path (Raw):       Bullet --[written_by]--> Mickey Rourke --[(INV) written_by]--> Homeboy --[directed_by]--> Michael Seresin
Neg LogProb(↓):   0.318538
Path Entropy(↓):  0.847306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of eye of the beholder also starred in which movies
Start Entity:     Eye of the Beholder
Gold Answer:      [['The Ghost Writer', 'Jackboots on Whitehall', 'Dolphin Tale', 'I Love You Phillip Morris', 'Deception', 'Jack the Giant Slayer', 'Last Days in the Desert', 'Kiss the Girls', 'Divergent', 'Incendiary', 'Big Fish', 'Ruby in Paradise', 'The Impossible', 'Moulin Rouge!', 'Black Hawk Down', 'Blue Juice', 'Come Early Morning', 'Flypaper', 'The Island', 'Where the Heart Is', 'The Passion of Darkly Noon', 'Amelia', 'Mortdecai', 'Dolphin Tale 2', 'Stay', 'Bug', 'Double Jeopardy', 'Perfect Sense', 'High Crimes', 'Trainspotting', 'Nightwatch', 'Shallow Grave', 'Brassed Off', 'Tooth Fairy', 'The Locusts', 'Down with Love', 'Miss Potter', 'Normal Life', 'Rogue Trader', 'Helen', 'Son of a Gun', 'The Men Who Stare at Goats', 'Simon Birch', 'Twisted']]
Predicted Ans:    Nightwatch
Predicted Path:   Eye of the Beholder --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch
Path (Raw):       Eye of the Beholder --[No Operation]--> Eye of the Beholder --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Nightwatch
Neg LogProb(↓):   0.837000
Path Entropy(↓):  1.869816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by thorbjørn christoffersen in
Start Entity:     Thorbjørn Christoffersen
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Thorbjørn Christoffersen --[(INV) written_by]--> Ronal the Barbarian --[in_language]--> Danish
Path (Raw):       Thorbjørn Christoffersen --[No Operation]--> Thorbjørn Christoffersen --[(INV) written_by]--> Ronal the Barbarian --[in_language]--> Danish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by wallace fox
Start Entity:     Wallace Fox
Gold Answer:      [['Dwight V. Babcock']]
Predicted Ans:    Dwight V. Babcock
Predicted Path:   Wallace Fox --[(INV) directed_by]--> Pillow of Death --[written_by]--> Dwight V. Babcock
Path (Raw):       Wallace Fox --[No Operation]--> Wallace Fox --[(INV) directed_by]--> Pillow of Death --[written_by]--> Dwight V. Babcock
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote i'm going home
Start Entity:     I'm Going Home
Gold Answer:      [['John Malkovich', 'Leonor Silveira', 'Catherine Deneuve', 'Marcello Mastroianni']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   I'm Going Home --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Path (Raw):       I'm Going Home --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> A Talking Picture --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.383846
Path Entropy(↓):  0.785529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by kunal kohli were in which genres
Start Entity:     Kunal Kohli
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kunal Kohli --[(INV) written_by]--> Hum Tum --[has_genre]--> Comedy
Path (Raw):       Kunal Kohli --[No Operation]--> Kunal Kohli --[(INV) written_by]--> Hum Tum --[has_genre]--> Comedy
Neg LogProb(↓):   0.003101
Path Entropy(↓):  0.021235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the rose
Start Entity:     The Rose
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Path (Raw):       The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Neg LogProb(↓):   0.012595
Path Entropy(↓):  0.077729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by bereavement actors
Start Entity:     Bereavement
Gold Answer:      [['Dennis Fanning', 'Eugene Hess', 'James Cameron', 'David N. Weiss', 'J. David Stem', 'Andy Hedden', 'William Friedkin', 'Christopher Coppola', 'Nick Vallelonga', 'Gale Anne Hurd', 'Rob Hedden', 'Zach Dean', 'Eron Sheean', 'Scott Roberts', 'Patrick Meyers', 'Ken Selden', 'Adam Marcus', 'Uwe Boll', 'Karl Mueller', 'Debra Sullivan', 'Kirsten Elms', 'Stephen Gaghan', 'Jessica Kaplan']]
Predicted Ans:    James Cameron
Predicted Path:   Bereavement --[starred_actors]--> Michael Biehn --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Path (Raw):       Bereavement --[starred_actors]--> Michael Biehn --[(INV) starred_actors]--> The Terminator --[written_by]--> James Cameron
Neg LogProb(↓):   0.331061
Path Entropy(↓):  0.688569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of jesper ganslandt
Start Entity:     Jesper Ganslandt
Gold Answer:      [['Curt Siodmak']]
Predicted Ans:    Curt Siodmak
Predicted Path:   Jesper Ganslandt --[(INV) written_by]--> The Ape --[written_by]--> Curt Siodmak
Path (Raw):       Jesper Ganslandt --[No Operation]--> Jesper Ganslandt --[(INV) written_by]--> The Ape --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.002763
Path Entropy(↓):  0.019393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by cedric klapisch
Start Entity:     Cédric Klapisch
Gold Answer:      [['Agnès Jaoui', 'Zinedine Soualem', 'Renée Le Calm', 'Olivier Py', 'Garance Clavel', 'Catherine Frot']]
Predicted Ans:    Agnès Jaoui
Predicted Path:   Cédric Klapisch --[(INV) written_by]--> Family Resemblances --[starred_actors]--> Agnès Jaoui
Path (Raw):       Cédric Klapisch --[No Operation]--> Cédric Klapisch --[(INV) written_by]--> Family Resemblances --[starred_actors]--> Agnès Jaoui
Neg LogProb(↓):   0.002425
Path Entropy(↓):  0.017500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film knights starred which actors
Start Entity:     Knights
Gold Answer:      [['Kathy Long']]
Predicted Ans:    Kathy Long
Predicted Path:   Knights --[starred_actors]--> Kathy Long --[(INV) starred_actors]--> Knights --[starred_actors]--> Kathy Long
Path (Raw):       Knights --[starred_actors]--> Kathy Long --[(INV) starred_actors]--> Knights --[starred_actors]--> Kathy Long
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ian charleson were directed by who
Start Entity:     Ian Charleson
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Ian Charleson --[(INV) starred_actors]--> Opera --[directed_by]--> Dario Argento
Path (Raw):       Ian Charleson --[No Operation]--> Ian Charleson --[(INV) starred_actors]--> Opera --[directed_by]--> Dario Argento
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of firat ayverdi
Start Entity:     Firat Ayverdi
Gold Answer:      [['Vincent Lindon', 'Derya Ayverdi']]
Predicted Ans:    Firat Ayverdi
Predicted Path:   Firat Ayverdi --[(INV) starred_actors]--> Welcome --[starred_actors]--> Firat Ayverdi
Path (Raw):       Firat Ayverdi --[No Operation]--> Firat Ayverdi --[(INV) starred_actors]--> Welcome --[starred_actors]--> Firat Ayverdi
Neg LogProb(↓):   0.666365
Path Entropy(↓):  0.785406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor peter paul starred together with who
Start Entity:     Peter Paul
Gold Answer:      [['Joseph Cousins', 'David Paul']]
Predicted Ans:    David Paul
Predicted Path:   Peter Paul --[(INV) starred_actors]--> Twin Sitters --[starred_actors]--> David Paul
Path (Raw):       Peter Paul --[No Operation]--> Peter Paul --[(INV) starred_actors]--> Twin Sitters --[starred_actors]--> David Paul
Neg LogProb(↓):   0.499906
Path Entropy(↓):  0.728286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with dangerous fall under
Start Entity:     Dangerous
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dangerous --[written_by]--> Laird Doyle --[(INV) written_by]--> Front Page Woman --[has_genre]--> Comedy
Path (Raw):       Dangerous --[written_by]--> Laird Doyle --[(INV) written_by]--> Front Page Woman --[has_genre]--> Comedy
Neg LogProb(↓):   0.006628
Path Entropy(↓):  0.045614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film ferris bueller's day off
Start Entity:     Ferris Bueller's Day Off
Gold Answer:      [['1954', '2008', '2003', '1992', '2006', '1985', '1998', '2009', '2004', '2014', '1994', '1983', '1990', '1989', '1996', '1962', '1988', '2000', '1997', '1975', '2005', '1925', '1999', '1986']]
Predicted Ans:    2005
Predicted Path:   Ferris Bueller's Day Off --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[release_year]--> 2005
Path (Raw):       Ferris Bueller's Day Off --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[release_year]--> 2005
Neg LogProb(↓):   1.435925
Path Entropy(↓):  2.759376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie look who's talking too were released in which years
Start Entity:     Look Who's Talking Too
Gold Answer:      [['2012', '1995', '1989', '2007']]
Predicted Ans:    1989
Predicted Path:   Look Who's Talking Too --[written_by]--> Amy Heckerling --[(INV) written_by]--> Look Who's Talking --[release_year]--> 1989
Path (Raw):       Look Who's Talking Too --[written_by]--> Amy Heckerling --[(INV) written_by]--> Look Who's Talking --[release_year]--> 1989
Neg LogProb(↓):   0.494415
Path Entropy(↓):  0.936770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie mostly martha
Start Entity:     Mostly Martha
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Mostly Martha --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Mostly Martha --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.614157
Path Entropy(↓):  5.089260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the abominable snowman
Start Entity:     The Abominable Snowman
Gold Answer:      [['Nicolas Roeg', 'Nathan Juran', 'Tony Richardson', 'Val Guest', 'Cyril Frankel', 'Herbert Wise', 'James Watkins']]
Predicted Ans:    Val Guest
Predicted Path:   The Abominable Snowman --[written_by]--> Nigel Kneale --[(INV) written_by]--> The Quatermass Xperiment --[directed_by]--> Val Guest
Path (Raw):       The Abominable Snowman --[written_by]--> Nigel Kneale --[(INV) written_by]--> The Quatermass Xperiment --[directed_by]--> Val Guest
Neg LogProb(↓):   0.228416
Path Entropy(↓):  0.696071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film little women
Start Entity:     Little Women
Gold Answer:      [['louisa may alcott', 'mervyn leroy', 'classic']]
Predicted Ans:    louisa may alcott
Predicted Path:   Little Women --[has_tags]--> louisa may alcott --[(INV) has_tags]--> Little Women --[has_tags]--> louisa may alcott
Path (Raw):       Little Women --[has_tags]--> louisa may alcott --[(INV) has_tags]--> Little Women --[has_tags]--> louisa may alcott
Neg LogProb(↓):   2.079456
Path Entropy(↓):  2.079631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by debra granik release
Start Entity:     Debra Granik
Gold Answer:      [['2010', '2004']]
Predicted Ans:    2004
Predicted Path:   Debra Granik --[(INV) written_by]--> Down to the Bone --[release_year]--> 2004
Path (Raw):       Debra Granik --[No Operation]--> Debra Granik --[(INV) written_by]--> Down to the Bone --[release_year]--> 2004
Neg LogProb(↓):   0.091974
Path Entropy(↓):  0.297625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the last kiss released
Start Entity:     The Last Kiss
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Last Kiss --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       The Last Kiss --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.825004
Path Entropy(↓):  4.489117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the honeymoon director
Start Entity:     Honeymoon
Gold Answer:      [['Norman Reilly Raine', 'Kenneth Earl', 'Carlton Miles', 'Dorothy Mackaye', 'Seton I. Miller', 'George S. Kaufman', 'Julius J. Epstein', 'Philip G. Epstein', 'Moss Hart', 'Everett Freeman']]
Predicted Ans:    Moss Hart
Predicted Path:   Honeymoon --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[written_by]--> Moss Hart
Path (Raw):       Honeymoon --[directed_by]--> William Keighley --[(INV) directed_by]--> The Man Who Came to Dinner --[written_by]--> Moss Hart
Neg LogProb(↓):   0.129865
Path Entropy(↓):  0.543046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by barry morrow fall under
Start Entity:     Barry Morrow
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Barry Morrow --[(INV) written_by]--> Rain Man --[has_genre]--> Drama
Path (Raw):       Barry Morrow --[No Operation]--> Barry Morrow --[(INV) written_by]--> Rain Man --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did jonas bauer write
Start Entity:     Jonas Bauer
Gold Answer:      [['The Lost Future']]
Predicted Ans:    The Lost Future
Predicted Path:   Jonas Bauer --[(INV) written_by]--> The Lost Future --[written_by]--> Jonas Bauer --[(INV) written_by]--> The Lost Future
Path (Raw):       Jonas Bauer --[(INV) written_by]--> The Lost Future --[written_by]--> Jonas Bauer --[(INV) written_by]--> The Lost Future
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of survival quest also starred in which movies
Start Entity:     Survival Quest
Gold Answer:      [["Man's Best Friend", 'Alone in the Dark II', 'No Escape', 'The Horror Show', 'The Day Lincoln Was Shot', 'Dead Man', 'Powder', 'Prairie Fever', 'The Nature of the Beast', 'Hard Target']]
Predicted Ans:    The Nature of the Beast
Predicted Path:   Survival Quest --[starred_actors]--> Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast
Path (Raw):       Survival Quest --[starred_actors]--> Lance Henriksen --[No Operation]--> Lance Henriksen --[(INV) starred_actors]--> The Nature of the Beast
Neg LogProb(↓):   0.135047
Path Entropy(↓):  0.431110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie come back, little sheba, when was it released
Start Entity:     Come Back, Little Sheba
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Come Back, Little Sheba --[release_year]--> 1952 --[(INV) release_year]--> The Marrying Kind --[release_year]--> 1952
Path (Raw):       Come Back, Little Sheba --[release_year]--> 1952 --[(INV) release_year]--> The Marrying Kind --[release_year]--> 1952
Neg LogProb(↓):   2.346590
Path Entropy(↓):  3.773630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in that hamilton woman
Start Entity:     That Hamilton Woman
Gold Answer:      [['French', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   That Hamilton Woman --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> A Little Romance --[in_language]--> French
Path (Raw):       That Hamilton Woman --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   0.677111
Path Entropy(↓):  1.282320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did aleksandr gordon act in
Start Entity:     Aleksandr Gordon
Gold Answer:      [['The Killers']]
Predicted Ans:    The Killers
Predicted Path:   Aleksandr Gordon --[(INV) starred_actors]--> The Killers --[starred_actors]--> Aleksandr Gordon --[(INV) starred_actors]--> The Killers
Path (Raw):       Aleksandr Gordon --[(INV) starred_actors]--> The Killers --[starred_actors]--> Aleksandr Gordon --[(INV) starred_actors]--> The Killers
Neg LogProb(↓):   0.195946
Path Entropy(↓):  0.591089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of bronson
Start Entity:     Bronson
Gold Answer:      [['Thai', 'English', 'Danish']]
Predicted Ans:    Thai
Predicted Path:   Bronson --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[in_language]--> Thai
Path (Raw):       Bronson --[written_by]--> Nicolas Winding Refn --[(INV) written_by]--> Only God Forgives --[in_language]--> Thai
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in spirited away
Start Entity:     Spirited Away
Gold Answer:      [['Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi']]
Predicted Ans:    Mari Natsuki
Predicted Path:   Spirited Away --[starred_actors]--> Mari Natsuki --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki
Path (Raw):       Spirited Away --[starred_actors]--> Mari Natsuki --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki
Neg LogProb(↓):   0.073357
Path Entropy(↓):  0.290132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie you belong to me were in which genres
Start Entity:     You Belong to Me
Gold Answer:      [['Drama', 'War', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   You Belong to Me --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       You Belong to Me --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.027144
Path Entropy(↓):  0.151732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the matador
Start Entity:     The Matador
Gold Answer:      [['The Linguini Incident', 'Oxygen', 'Dom Hemingway']]
Predicted Ans:    Oxygen
Predicted Path:   The Matador --[written_by]--> Richard Shepard --[(INV) written_by]--> Oxygen
Path (Raw):       The Matador --[written_by]--> Richard Shepard --[(INV) written_by]--> Oxygen --[No Operation]--> Oxygen
Neg LogProb(↓):   0.059596
Path Entropy(↓):  0.269940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did monique wittig write
Start Entity:     Monique Wittig
Gold Answer:      [['The Girl']]
Predicted Ans:    The Girl
Predicted Path:   Monique Wittig --[(INV) written_by]--> The Girl --[written_by]--> Donald Spoto --[(INV) written_by]--> The Girl
Path (Raw):       Monique Wittig --[(INV) written_by]--> The Girl --[written_by]--> Donald Spoto --[(INV) written_by]--> The Girl
Neg LogProb(↓):   1.007442
Path Entropy(↓):  1.251273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of thirteen days
Start Entity:     Thirteen Days
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Thirteen Days --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Bank Job --[has_genre]--> Crime
Path (Raw):       Thirteen Days --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Bank Job --[has_genre]--> Crime
Neg LogProb(↓):   1.594329
Path Entropy(↓):  1.621531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter george moore co - wrote movies with who
Start Entity:     George Moore
Gold Answer:      [['Glenn Close']]
Predicted Ans:    George Moore
Predicted Path:   George Moore --[(INV) written_by]--> Albert Nobbs --[written_by]--> George Moore
Path (Raw):       George Moore --[No Operation]--> George Moore --[(INV) written_by]--> Albert Nobbs --[written_by]--> George Moore
Neg LogProb(↓):   0.185041
Path Entropy(↓):  0.454185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you describe movie the white sister in a few words
Start Entity:     The White Sister
Gold Answer:      [['henry king']]
Predicted Ans:    henry king
Predicted Path:   The White Sister --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Path (Raw):       The White Sister --[has_tags]--> henry king --[(INV) has_tags]--> Captain from Castile --[has_tags]--> henry king
Neg LogProb(↓):   0.001318
Path Entropy(↓):  0.011385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by brad renfro released
Start Entity:     Brad Renfro
Gold Answer:      [['1995', '1998', '2001', '2002', '2011']]
Predicted Ans:    1995
Predicted Path:   Brad Renfro --[(INV) starred_actors]--> Tom and Huck --[release_year]--> 1995
Path (Raw):       Brad Renfro --[No Operation]--> Brad Renfro --[(INV) starred_actors]--> Tom and Huck --[release_year]--> 1995
Neg LogProb(↓):   1.084774
Path Entropy(↓):  1.321730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film you are the apple of my eye
Start Entity:     You Are the Apple of My Eye
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   You Are the Apple of My Eye --[release_year]--> 2011 --[(INV) release_year]--> Newlyweds --[release_year]--> 2011
Path (Raw):       You Are the Apple of My Eye --[release_year]--> 2011 --[(INV) release_year]--> Newlyweds --[release_year]--> 2011
Neg LogProb(↓):   2.650917
Path Entropy(↓):  4.504190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by love streams actors release
Start Entity:     Love Streams
Gold Answer:      [['1976', '1968', '1978', '1964', '1946', '1970', '1957', '1982', '1956', '1977']]
Predicted Ans:    1964
Predicted Path:   Love Streams --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> The Killers --[release_year]--> 1964
Path (Raw):       Love Streams --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> The Killers --[release_year]--> 1964
Neg LogProb(↓):   1.012603
Path Entropy(↓):  2.244981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for taking care of business
Start Entity:     Taking Care of Business
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Taking Care of Business --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Path (Raw):       Taking Care of Business --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Neg LogProb(↓):   3.149488
Path Entropy(↓):  4.343645
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by elizabeth goudge were in which genres
Start Entity:     Elizabeth Goudge
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Elizabeth Goudge --[(INV) written_by]--> The Secret of Moonacre --[has_genre]--> Fantasy
Path (Raw):       Elizabeth Goudge --[No Operation]--> Elizabeth Goudge --[(INV) written_by]--> The Secret of Moonacre --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed boys'night out
Start Entity:     Boys' Night Out
Gold Answer:      [['Maurice Richlin', 'Stanley Shapiro', 'Clarence Greene', 'Russell Rouse', 'Brian Hooker', 'Vera Caspary', 'Abraham Polonsky', 'Jerome Weidman', 'Edmond Rostand', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    Russell Rouse
Predicted Path:   Boys' Night Out --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Pillow Talk --[written_by]--> Russell Rouse
Path (Raw):       Boys' Night Out --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Pillow Talk --[written_by]--> Russell Rouse
Neg LogProb(↓):   1.138906
Path Entropy(↓):  1.945013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe beyond the sea
Start Entity:     Beyond the Sea
Gold Answer:      [['kevin spacey']]
Predicted Ans:    kevin spacey
Predicted Path:   Beyond the Sea --[has_tags]--> kevin spacey --[(INV) has_tags]--> Shrink --[has_tags]--> kevin spacey
Path (Raw):       Beyond the Sea --[has_tags]--> kevin spacey --[(INV) has_tags]--> Shrink --[has_tags]--> kevin spacey
Neg LogProb(↓):   0.019885
Path Entropy(↓):  0.109395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is disraeli
Start Entity:     Disraeli
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Disraeli --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Disraeli --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.637405
Path Entropy(↓):  4.693727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the all together
Start Entity:     The All Together
Gold Answer:      [['Peter Greenaway', 'Debbie Isitt', 'Nick Love', 'John King', 'Stephen Reynolds', 'Olatunde Osunsanmi']]
Predicted Ans:    Nick Love
Predicted Path:   The All Together --[starred_actors]--> Danny Dyer --[(INV) starred_actors]--> Outlaw --[written_by]--> Nick Love
Path (Raw):       The All Together --[starred_actors]--> Danny Dyer --[(INV) starred_actors]--> Outlaw --[written_by]--> Nick Love
Neg LogProb(↓):   0.702131
Path Entropy(↓):  0.997787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of trainspotting starred who
Start Entity:     Trainspotting
Gold Answer:      [['Rose Byrne', 'Cameron Diaz', 'Holly Hunter', 'Rosario Dawson', 'Ralph Fiennes', 'Delroy Lindo', 'Christopher Eccleston', 'Ewan McGregor', 'Lewis McGibbon', 'James McAvoy', 'Cillian Murphy', 'Rachel Weisz', 'Leonardo DiCaprio', 'Troy Garity', 'Timothy Spall', 'Michelle Yeoh', 'James Nesbitt', 'Kerry Fox', 'James Franco', 'Vincent Cassel', 'Jennifer Ehle', 'Rosemary Harris', 'Virginie Ledoyen', 'Alex Etel']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Trainspotting --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Path (Raw):       Trainspotting --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.199597
Path Entropy(↓):  0.800498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by steve shill
Start Entity:     Steve Shill
Gold Answer:      [['Ali Larter', 'Idris Elba']]
Predicted Ans:    Idris Elba
Predicted Path:   Steve Shill --[(INV) directed_by]--> Obsessed --[starred_actors]--> Idris Elba
Path (Raw):       Steve Shill --[No Operation]--> Steve Shill --[(INV) directed_by]--> Obsessed --[starred_actors]--> Idris Elba
Neg LogProb(↓):   0.001463
Path Entropy(↓):  0.011005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of odd thomas
Start Entity:     Odd Thomas
Gold Answer:      [['Deep Rising', 'Tom and Huck', 'The Adventures of Huck Finn', 'Van Helsing', 'The Mummy', 'The Mummy Returns']]
Predicted Ans:    The Mummy
Predicted Path:   Odd Thomas --[written_by]--> Stephen Sommers --[(INV) written_by]--> The Mummy
Path (Raw):       Odd Thomas --[written_by]--> Stephen Sommers --[(INV) written_by]--> The Mummy --[No Operation]--> The Mummy
Neg LogProb(↓):   0.806209
Path Entropy(↓):  0.923068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with america's sweethearts
Start Entity:     America's Sweethearts
Gold Answer:      [['Finding Amanda', 'Forget Paris', 'Mr. Saturday Night', 'Memories of Me', 'My Giant', '700 Sundays', 'Analyze This']]
Predicted Ans:    Forget Paris
Predicted Path:   America's Sweethearts --[written_by]--> Billy Crystal --[(INV) written_by]--> Forget Paris
Path (Raw):       America's Sweethearts --[No Operation]--> America's Sweethearts --[written_by]--> Billy Crystal --[(INV) written_by]--> Forget Paris
Neg LogProb(↓):   0.451490
Path Entropy(↓):  0.950465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the beguiled
Start Entity:     The Beguiled
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   The Beguiled --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       The Beguiled --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   1.170480
Path Entropy(↓):  3.313068
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by elie samaha
Start Entity:     Elie Samaha
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Elie Samaha --[(INV) written_by]--> The Immortals --[has_genre]--> Action
Path (Raw):       Elie Samaha --[No Operation]--> Elie Samaha --[(INV) written_by]--> The Immortals --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by jodi lyn o'keefe in
Start Entity:     Jodi Lyn O'Keefe
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jodi Lyn O'Keefe --[(INV) starred_actors]--> Whatever It Takes --[has_genre]--> Comedy
Path (Raw):       Jodi Lyn O'Keefe --[No Operation]--> Jodi Lyn O'Keefe --[(INV) starred_actors]--> Whatever It Takes --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by john luessenhop released
Start Entity:     John Luessenhop
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   John Luessenhop --[(INV) written_by]--> Takers --[release_year]--> 2010
Path (Raw):       John Luessenhop --[No Operation]--> John Luessenhop --[(INV) written_by]--> Takers --[release_year]--> 2010
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of river's edge is also the director of which films
Start Entity:     River's Edge
Gold Answer:      [['The Saint of Fort Washington', 'Tex']]
Predicted Ans:    Tex
Predicted Path:   River's Edge --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex
Path (Raw):       River's Edge --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex --[No Operation]--> Tex
Neg LogProb(↓):   0.087430
Path Entropy(↓):  0.304681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie 13 rue madeleine were in which languages
Start Entity:     13 Rue Madeleine
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   13 Rue Madeleine --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Path (Raw):       13 Rue Madeleine --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Neg LogProb(↓):   0.526755
Path Entropy(↓):  0.782168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote terraferma
Start Entity:     Terraferma
Gold Answer:      [['Valeria Golino', 'Francesco Casisa', 'Vincenzo Amato']]
Predicted Ans:    Valeria Golino
Predicted Path:   Terraferma --[written_by]--> Emanuele Crialese --[(INV) written_by]--> Respiro --[starred_actors]--> Valeria Golino
Path (Raw):       Terraferma --[written_by]--> Emanuele Crialese --[(INV) written_by]--> Respiro --[starred_actors]--> Valeria Golino
Neg LogProb(↓):   0.019395
Path Entropy(↓):  0.108844
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie despair were released in which years
Start Entity:     Despair
Gold Answer:      [['1976', '1970', '1975', '1971', '1972', '1982', '1973', '1961', '1979', '1981', '1969', '1974']]
Predicted Ans:    1971
Predicted Path:   Despair --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore --[release_year]--> 1971
Path (Raw):       Despair --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore --[release_year]--> 1971
Neg LogProb(↓):   1.526295
Path Entropy(↓):  2.254746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of harold and maude
Start Entity:     Harold and Maude
Gold Answer:      [['Abe Lincoln in Illinois', 'Electric Dreams', "Where's Poppa?", 'Inside Daisy Clover', 'Brewster McCloud', "But I'm a Cheerleader", 'What Ever Happened to Aunt Alice?', "Rosemary's Baby", 'Dogma']]
Predicted Ans:    Inside Daisy Clover
Predicted Path:   Harold and Maude --[starred_actors]--> Ruth Gordon --[(INV) starred_actors]--> Inside Daisy Clover
Path (Raw):       Harold and Maude --[starred_actors]--> Ruth Gordon --[No Operation]--> Ruth Gordon --[(INV) starred_actors]--> Inside Daisy Clover
Neg LogProb(↓):   0.268755
Path Entropy(↓):  0.939596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the iron man 2 director
Start Entity:     Iron Man 2
Gold Answer:      [['Larry Lieber', 'Don Heck', 'Hawk Ostby', 'Matt Holloway', 'Art Marcum', 'Jack Kirby', 'David Berenbaum', 'Jon Favreau', 'Mark Fergus', 'Stan Lee']]
Predicted Ans:    Jon Favreau
Predicted Path:   Iron Man 2 --[directed_by]--> Jon Favreau --[(INV) directed_by]--> Chef --[written_by]--> Jon Favreau
Path (Raw):       Iron Man 2 --[directed_by]--> Jon Favreau --[(INV) directed_by]--> Chef --[written_by]--> Jon Favreau
Neg LogProb(↓):   0.012770
Path Entropy(↓):  0.068254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film my favorite martian
Start Entity:     My Favorite Martian
Gold Answer:      [['Mark Steven Johnson', 'Katie Ford', 'Caryn Lucas', 'I. Marlene King', 'Michele Alexander', 'Jeannie Long', 'Josann McGibbon', 'Sara Parriott', 'Marc Lawrence']]
Predicted Ans:    I. Marlene King
Predicted Path:   My Favorite Martian --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[written_by]--> I. Marlene King
Path (Raw):       My Favorite Martian --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[written_by]--> I. Marlene King
Neg LogProb(↓):   0.109204
Path Entropy(↓):  0.339358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by lethal weapon 3 actors release
Start Entity:     Lethal Weapon 3
Gold Answer:      [['1980', '2008', '2003', '1992', '1959', '1993', '2006', '1985', '1979', '1984', '2007', '1968', '1998', '2009', '1951', '2010', '2004', '1982', '1994', '1943', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1964', '1997', '2005', '1991', '1969', '1999', '1987', '1986']]
Predicted Ans:    1990
Predicted Path:   Lethal Weapon 3 --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[release_year]--> 1990
Path (Raw):       Lethal Weapon 3 --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[release_year]--> 1990
Neg LogProb(↓):   0.576654
Path Entropy(↓):  1.358502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote eight crazy nights
Start Entity:     Eight Crazy Nights
Gold Answer:      [['1995', '1998', '2000', '2008', '1989', '2010', '1996', '1999', '2011', '2013']]
Predicted Ans:    1999
Predicted Path:   Eight Crazy Nights --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[release_year]--> 1999
Path (Raw):       Eight Crazy Nights --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[release_year]--> 1999
Neg LogProb(↓):   0.984181
Path Entropy(↓):  1.797856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did don mancini write
Start Entity:     Don Mancini
Gold Answer:      [['Bride of Chucky', 'Seed of Chucky', "Child's Play", 'Curse of Chucky', "Child's Play 2"]]
Predicted Ans:    Curse of Chucky
Predicted Path:   Don Mancini --[(INV) written_by]--> Curse of Chucky --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky
Path (Raw):       Don Mancini --[(INV) written_by]--> Curse of Chucky --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky
Neg LogProb(↓):   0.084145
Path Entropy(↓):  0.422867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film before midnight was written by who
Start Entity:     Before Midnight
Gold Answer:      [['Richard Linklater', 'Ethan Hawke', 'Julie Delpy']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Before Midnight --[written_by]--> Ethan Hawke --[(INV) written_by]--> Before Sunset --[written_by]--> Ethan Hawke
Path (Raw):       Before Midnight --[written_by]--> Ethan Hawke --[(INV) written_by]--> Before Sunset --[written_by]--> Ethan Hawke
Neg LogProb(↓):   0.305518
Path Entropy(↓):  1.080748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by bud luckey in
Start Entity:     Bud Luckey
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Bud Luckey --[(INV) directed_by]--> Boundin' --[has_genre]--> Short
Path (Raw):       Bud Luckey --[No Operation]--> Bud Luckey --[(INV) directed_by]--> Boundin' --[has_genre]--> Short
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the hi - lo country were in which languages
Start Entity:     The Hi-Lo Country
Gold Answer:      [['French', 'Danish', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Hi-Lo Country --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[in_language]--> Spanish
Path (Raw):       The Hi-Lo Country --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[in_language]--> Spanish
Neg LogProb(↓):   0.490783
Path Entropy(↓):  0.684353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by mark mcmanus released
Start Entity:     Mark McManus
Gold Answer:      [['2003', '1970']]
Predicted Ans:    2003
Predicted Path:   Mark McManus --[(INV) starred_actors]--> Ned Kelly --[release_year]--> 2003
Path (Raw):       Mark McManus --[No Operation]--> Mark McManus --[(INV) starred_actors]--> Ned Kelly --[release_year]--> 2003
Neg LogProb(↓):   0.235064
Path Entropy(↓):  0.513267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by gordon weaver
Start Entity:     Gordon Weaver
Gold Answer:      [['Martin Sheen']]
Predicted Ans:    Martin Sheen
Predicted Path:   Gordon Weaver --[(INV) written_by]--> Cadence --[directed_by]--> Martin Sheen
Path (Raw):       Gordon Weaver --[No Operation]--> Gordon Weaver --[(INV) written_by]--> Cadence --[directed_by]--> Martin Sheen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did yvonne clech star in
Start Entity:     Yvonne Clech
Gold Answer:      [['The Fire Within']]
Predicted Ans:    The Fire Within
Predicted Path:   Yvonne Clech --[(INV) starred_actors]--> The Fire Within --[starred_actors]--> Hubert Deschamps --[(INV) starred_actors]--> The Fire Within
Path (Raw):       Yvonne Clech --[(INV) starred_actors]--> The Fire Within --[starred_actors]--> Hubert Deschamps --[(INV) starred_actors]--> The Fire Within
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of tony martin directed movies
Start Entity:     Tony Martin
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Tony Martin --[(INV) directed_by]--> Bad Eggs --[release_year]--> 2003
Path (Raw):       Tony Martin --[No Operation]--> Tony Martin --[(INV) directed_by]--> Bad Eggs --[release_year]--> 2003
Neg LogProb(↓):   0.000616
Path Entropy(↓):  0.005690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of can't hardly wait
Start Entity:     Can't Hardly Wait
Gold Answer:      [['Deborah Kaplan', 'Harry Elfont']]
Predicted Ans:    Harry Elfont
Predicted Path:   Can't Hardly Wait --[directed_by]--> Harry Elfont --[(INV) directed_by]--> Josie and the Pussycats --[written_by]--> Harry Elfont
Path (Raw):       Can't Hardly Wait --[directed_by]--> Harry Elfont --[(INV) directed_by]--> Josie and the Pussycats --[written_by]--> Harry Elfont
Neg LogProb(↓):   0.591182
Path Entropy(↓):  1.178572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by philippe garrel in
Start Entity:     Philippe Garrel
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer --[in_language]--> French
Path (Raw):       Philippe Garrel --[No Operation]--> Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer --[in_language]--> French
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of executive decision
Start Entity:     Executive Decision
Gold Answer:      [['Wesley Snipes', 'Tommy Lee Jones', 'Joe Pantoliano']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Executive Decision --[directed_by]--> Stuart Baird --[(INV) directed_by]--> U.S. Marshals --[starred_actors]--> Wesley Snipes
Path (Raw):       Executive Decision --[directed_by]--> Stuart Baird --[(INV) directed_by]--> U.S. Marshals --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.062426
Path Entropy(↓):  0.268445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of lynn barber written movies
Start Entity:     Lynn Barber
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Lynn Barber --[(INV) written_by]--> An Education --[release_year]--> 2009
Path (Raw):       Lynn Barber --[No Operation]--> Lynn Barber --[(INV) written_by]--> An Education --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of where the wild things are also directed which movies
Start Entity:     Where the Wild Things Are
Gold Answer:      [['Her', "I'm Here", 'How They Get There', 'Being John Malkovich']]
Predicted Ans:    Her
Predicted Path:   Where the Wild Things Are --[directed_by]--> Spike Jonze --[(INV) directed_by]--> Her
Path (Raw):       Where the Wild Things Are --[directed_by]--> Spike Jonze --[(INV) directed_by]--> Her --[No Operation]--> Her
Neg LogProb(↓):   0.590665
Path Entropy(↓):  1.016276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director anthony mann
Start Entity:     Anthony Mann
Gold Answer:      [['June Allyson', 'Farley Granger', 'Arnold Schwarzenegger', 'Henry Fonda', 'Aldo Ray', 'Sophia Loren', 'Gary Cooper', 'Kathryn Harrold', 'Guy Madison', 'Maria Schell', 'James Stewart', 'Anthony Perkins', 'Howard Da Silva', 'Barbara Stanwyck', 'George Murphy', "Dennis O'Keefe", "Cathy O'Donnell", 'Hugh Beaumont', 'Charlton Heston', 'Richard Dix', 'Mary Meade', 'Jane Randolph', 'John Ireland', 'Alfred Ryder', 'Victor Mature', 'Sheila Ryan', 'Raymond Burr', 'Steve Brodie', 'Douglas Fowley', 'Audrey Long', 'Sam Wanamaker', 'Donald Crisp', 'Stephen Boyd', 'Estelle Taylor', 'Ruth Roman', 'Wendell Corey', 'Walter Huston', 'Robert Ryan', 'Glenn Ford', 'Walter Brennan', 'Robert Taylor', 'Ricardo Montalban', 'Janet Leigh', 'Shelley Winters', 'Wallace Ford', 'Alec Guinness', 'Stephen McNally', 'Irene Dunne', 'Robert Preston', 'James Mason', 'Rock Hudson', 'Arthur Kennedy']]
Predicted Ans:    James Stewart
Predicted Path:   Anthony Mann --[(INV) directed_by]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       Anthony Mann --[No Operation]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.008678
Path Entropy(↓):  0.067171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie into the sun
Start Entity:     Into the Sun
Gold Answer:      [['2008', '2003', '1992', '2006', '2007', '1998', '2009', '1957', '2010', '2004', '1994', '2001', '1990', '1996', '2002', '2012', '2013', '1988', '2000', '1997', '2005', '1991']]
Predicted Ans:    2006
Predicted Path:   Into the Sun --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Path (Raw):       Into the Sun --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Neg LogProb(↓):   0.639482
Path Entropy(↓):  1.518178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by robert capron
Start Entity:     Robert Capron
Gold Answer:      [['Jeff Kinney']]
Predicted Ans:    Jeff Kinney
Predicted Path:   Robert Capron --[(INV) starred_actors]--> Diary of a Wimpy Kid --[written_by]--> Jeff Kinney
Path (Raw):       Robert Capron --[No Operation]--> Robert Capron --[(INV) starred_actors]--> Diary of a Wimpy Kid --[written_by]--> Jeff Kinney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by dorothy kingsley
Start Entity:     Dorothy Kingsley
Gold Answer:      [['Louis Jourdan', 'Shirley MacLaine', 'Frank Sinatra', 'Maurice Chevalier']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Dorothy Kingsley --[(INV) written_by]--> Can-Can --[starred_actors]--> Shirley MacLaine
Path (Raw):       Dorothy Kingsley --[No Operation]--> Dorothy Kingsley --[(INV) written_by]--> Can-Can --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.101445
Path Entropy(↓):  0.357822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for bedtime story
Start Entity:     Bedtime Story
Gold Answer:      [['Ralph Levy']]
Predicted Ans:    Ralph Levy
Predicted Path:   Bedtime Story --[directed_by]--> Ralph Levy --[(INV) directed_by]--> Bedtime Story --[directed_by]--> Ralph Levy
Path (Raw):       Bedtime Story --[directed_by]--> Ralph Levy --[(INV) directed_by]--> Bedtime Story --[directed_by]--> Ralph Levy
Neg LogProb(↓):   0.016876
Path Entropy(↓):  0.090849
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the fantasia director
Start Entity:     Fantasia
Gold Answer:      [['Family', 'Fantasy', 'Animation']]
Predicted Ans:    Animation
Predicted Path:   Fantasia --[directed_by]--> Ben Sharpsteen --[(INV) directed_by]--> Pinocchio --[has_genre]--> Animation
Path (Raw):       Fantasia --[directed_by]--> Ben Sharpsteen --[(INV) directed_by]--> Pinocchio --[has_genre]--> Animation
Neg LogProb(↓):   1.249366
Path Entropy(↓):  1.380487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the triplets of belleville
Start Entity:     The Triplets of Belleville
Gold Answer:      [['Michèle Caucheteux']]
Predicted Ans:    Michèle Caucheteux
Predicted Path:   The Triplets of Belleville --[starred_actors]--> Michèle Caucheteux --[(INV) starred_actors]--> The Triplets of Belleville --[starred_actors]--> Michèle Caucheteux
Path (Raw):       The Triplets of Belleville --[starred_actors]--> Michèle Caucheteux --[(INV) starred_actors]--> The Triplets of Belleville --[starred_actors]--> Michèle Caucheteux
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by my cousin vinny actors release
Start Entity:     My Cousin Vinny
Gold Answer:      [['1980', '2008', '1992', '1993', '2006', '1984', '2007', '1998', '2010', '2014', '1994', '1983', '1995', '2001', '1990', '1989', '1942', '1996', '2002', '2012', '2011', '1988', '2000', '1997', '1991', '1986']]
Predicted Ans:    1995
Predicted Path:   My Cousin Vinny --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Casino --[release_year]--> 1995
Path (Raw):       My Cousin Vinny --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Casino --[release_year]--> 1995
Neg LogProb(↓):   0.602852
Path Entropy(↓):  1.202744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film baby the rain must fall
Start Entity:     Baby the Rain Must Fall
Gold Answer:      [['Horton Foote']]
Predicted Ans:    Horton Foote
Predicted Path:   Baby the Rain Must Fall --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Path (Raw):       Baby the Rain Must Fall --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Neg LogProb(↓):   0.071337
Path Entropy(↓):  0.254988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was everything directed by
Start Entity:     Everything
Gold Answer:      [['Richard Hawkins']]
Predicted Ans:    Richard Hawkins
Predicted Path:   Everything --[directed_by]--> Richard Hawkins --[(INV) directed_by]--> Everything --[directed_by]--> Richard Hawkins
Path (Raw):       Everything --[directed_by]--> Richard Hawkins --[(INV) directed_by]--> Everything --[directed_by]--> Richard Hawkins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did bill lancaster write the story for
Start Entity:     Bill Lancaster
Gold Answer:      [['The Bad News Bears', 'The Thing']]
Predicted Ans:    The Bad News Bears
Predicted Path:   Bill Lancaster --[(INV) written_by]--> The Bad News Bears --[written_by]--> Bill Lancaster --[(INV) written_by]--> The Bad News Bears
Path (Raw):       Bill Lancaster --[(INV) written_by]--> The Bad News Bears --[written_by]--> Bill Lancaster --[(INV) written_by]--> The Bad News Bears
Neg LogProb(↓):   0.002531
Path Entropy(↓):  0.019401
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film johnny mnemonic was directed by who
Start Entity:     Johnny Mnemonic
Gold Answer:      [['Robert Longo']]
Predicted Ans:    Robert Longo
Predicted Path:   Johnny Mnemonic --[directed_by]--> Robert Longo --[(INV) directed_by]--> Johnny Mnemonic --[directed_by]--> Robert Longo
Path (Raw):       Johnny Mnemonic --[directed_by]--> Robert Longo --[(INV) directed_by]--> Johnny Mnemonic --[directed_by]--> Robert Longo
Neg LogProb(↓):   0.000591
Path Entropy(↓):  0.005002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is maximum risk
Start Entity:     Maximum Risk
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Maximum Risk --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Maximum Risk --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.170086
Path Entropy(↓):  2.622965
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by wusa actors
Start Entity:     WUSA
Gold Answer:      [['Thornton Wilder', 'Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'David S. Ward', 'James Goldman', 'John Milius', 'Frederic Raphael', 'Larry McMurtry', 'David Mamet', 'Neil Paterson', 'Richard Condon', 'Rod Serling', 'Alan Rudolph', 'Johan Kling', 'Melville Shavelson', 'Al Hirshberg', 'Jimmy Piersall', 'Sam Raimi', 'Samuel A. Taylor', 'Robert Benton', 'Richard Russo', 'Tom Holland', 'Nevil Shute', 'Elmore Leonard', 'Robert Bloch', 'Elliott Baker', 'Walter Tevis', 'William Richert', 'Stephenie Meyer', 'Lawrence Roman', 'Herb Meadow', 'Stewart Stern', 'Max Shulman', 'James Dearden', 'Ira Levin', 'Jules Dassin', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Robert Rossen', 'John Michael Hayes', 'Walter Bernstein', 'Joseph Stefano', 'Frank Pierson', 'Harold Flender', 'Huey Perry', 'Melissa Rosenberg', 'Blaze Starr', 'Richard Brooks', 'Margarita Lymberaki', 'Brian Moore', 'Peter Milne', 'Israel Zangwill', 'Stephen Gaghan', 'John Braine', 'Sidney Carroll', 'Thomas B. Costain', 'Howard Lindsay', 'Russel Crouse', 'Howard Nemerov', 'John Paxton', 'Beth Henley', 'Robert Altman', 'Gore Vidal', 'Nancy Dowd', 'Irving Wallace', 'George Axelrod', 'Leslie Bohem', 'John Gay', 'John Fante', 'Franz Kafka', 'Ken Kesey', 'Michael Wilson', 'Irving Ravetch', 'Paul Zindel', 'William Faulkner', 'John Lasseter', 'Terrence Malick', 'Arthur Kopit', 'Ruth Gordon', 'Charles Edward Pogue', 'John Schlesinger', 'Richard Price', 'Ron Shelton', "John O'Hara", 'Stephen Geller', 'Leslie Stevens', 'Ernest Lehman', 'Meade Roberts', 'Jessamyn West', 'Ethan Coen', 'Irwin Shaw', 'Françoise Sagan', 'Nicholas Sparks', 'Stirling Silliphant', 'Donn Pearce', 'E. Max Frye', 'Leo McCarey', 'Hervey M. Cleckley', 'William Goldman', 'John Lee Hancock', 'Alvin Sargent', 'Nelson Algren', 'Barry Reed', 'Orson Welles', 'James Poe', 'Ross Macdonald', "Eugene O'Neill"]]
Predicted Ans:    Richard Brooks
Predicted Path:   WUSA --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[written_by]--> Richard Brooks
Path (Raw):       WUSA --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[written_by]--> Richard Brooks
Neg LogProb(↓):   1.456814
Path Entropy(↓):  2.645403
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by ted tetzlaff were written by who
Start Entity:     Ted Tetzlaff
Gold Answer:      [['Martin Rackin', 'Cornell Woolrich', 'Warren Duff']]
Predicted Ans:    Warren Duff
Predicted Path:   Ted Tetzlaff --[(INV) directed_by]--> A Dangerous Profession --[written_by]--> Warren Duff
Path (Raw):       Ted Tetzlaff --[No Operation]--> Ted Tetzlaff --[(INV) directed_by]--> A Dangerous Profession --[written_by]--> Warren Duff
Neg LogProb(↓):   0.088982
Path Entropy(↓):  0.298211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of young at heart also directed which films
Start Entity:     Young at Heart
Gold Answer:      [['Up Periscope', 'Robin and the 7 Hoods', 'Tony Rome', 'Them!', 'Stagecoach', 'In Like Flint', 'Lady in Cement', 'I Was a Communist for the FBI', 'Saps at Sea', 'The Detective', 'Call Me Bwana']]
Predicted Ans:    Stagecoach
Predicted Path:   Young at Heart --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Stagecoach
Path (Raw):       Young at Heart --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Stagecoach --[No Operation]--> Stagecoach
Neg LogProb(↓):   0.396222
Path Entropy(↓):  1.136533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by premonition actors
Start Entity:     Premonition
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Premonition --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       Premonition --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by irene mecchi fall under
Start Entity:     Irene Mecchi
Gold Answer:      [['Adventure', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   Irene Mecchi --[(INV) written_by]--> The Lion King --[has_genre]--> Adventure
Path (Raw):       Irene Mecchi --[No Operation]--> Irene Mecchi --[(INV) written_by]--> The Lion King --[has_genre]--> Adventure
Neg LogProb(↓):   0.634075
Path Entropy(↓):  0.833453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is anna karenina about
Start Entity:     Anna Karenina
Gold Answer:      [['drama', 'russia', 'jude law', 'joe wright']]
Predicted Ans:    leo tolstoy
Predicted Path:   Anna Karenina --[has_tags]--> leo tolstoy --[(INV) has_tags]--> The Last Station --[has_tags]--> leo tolstoy
Path (Raw):       Anna Karenina --[has_tags]--> leo tolstoy --[(INV) has_tags]--> The Last Station --[has_tags]--> leo tolstoy
Neg LogProb(↓):   0.845213
Path Entropy(↓):  1.165963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in magic in the water
Start Entity:     Magic in the Water
Gold Answer:      [['Mark Harmon', 'Sarah Wayne', 'Joshua Jackson']]
Predicted Ans:    Joshua Jackson
Predicted Path:   Magic in the Water --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Magic in the Water --[starred_actors]--> Joshua Jackson
Path (Raw):       Magic in the Water --[starred_actors]--> Joshua Jackson --[(INV) starred_actors]--> Magic in the Water --[starred_actors]--> Joshua Jackson
Neg LogProb(↓):   0.009054
Path Entropy(↓):  0.063274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film georgia
Start Entity:     Georgia
Gold Answer:      [['Matthew Chapman', 'Jack Finney', 'Jennifer Jason Leigh', 'Eric Red', 'Beth Henley', 'Cathleen Schine', 'Robert Altman', 'Ethan Coen', 'Scott Kosar', 'Camille Thomasson', 'Ann Howard Creel', 'Jane Smiley', 'Alan Rudolph', 'Randy Sue Coburn', 'Susanna Moore', 'Sam Raimi', 'Robert Benton', 'Richard Russo', 'Kim Wozencraft', 'Steve De Jarnatt', 'Cameron Crowe', 'Stephen King', 'Alan Cumming', 'John Lutz', 'Jane Campion', 'Peter Morgan', 'Mark Milgard']]
Predicted Ans:    Eric Red
Predicted Path:   Georgia --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> The Hitcher --[written_by]--> Eric Red
Path (Raw):       Georgia --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> The Hitcher --[written_by]--> Eric Red
Neg LogProb(↓):   1.192394
Path Entropy(↓):  1.945251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by bob derosa
Start Entity:     Bob DeRosa
Gold Answer:      [['Jieho Lee']]
Predicted Ans:    Jieho Lee
Predicted Path:   Bob DeRosa --[(INV) written_by]--> The Air I Breathe --[directed_by]--> Jieho Lee
Path (Raw):       Bob DeRosa --[No Operation]--> Bob DeRosa --[(INV) written_by]--> The Air I Breathe --[directed_by]--> Jieho Lee
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the last drop
Start Entity:     The Last Drop
Gold Answer:      [['romania']]
Predicted Ans:    romania
Predicted Path:   The Last Drop --[has_tags]--> romania --[(INV) has_tags]--> Closer to the Moon --[has_tags]--> romania
Path (Raw):       The Last Drop --[has_tags]--> romania --[(INV) has_tags]--> Closer to the Moon --[has_tags]--> romania
Neg LogProb(↓):   0.013850
Path Entropy(↓):  0.087381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did bo widerberg direct
Start Entity:     Bo Widerberg
Gold Answer:      [['All Things Fair', 'Elvira Madigan']]
Predicted Ans:    All Things Fair
Predicted Path:   Bo Widerberg --[(INV) directed_by]--> All Things Fair --[directed_by]--> Bo Widerberg --[(INV) directed_by]--> All Things Fair
Path (Raw):       Bo Widerberg --[(INV) directed_by]--> All Things Fair --[directed_by]--> Bo Widerberg --[(INV) directed_by]--> All Things Fair
Neg LogProb(↓):   0.028711
Path Entropy(↓):  0.137971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie buster
Start Entity:     Buster
Gold Answer:      [['Nancy Meckler', 'Richard E. Grant', 'Brenda Chapman', 'Mark Andrews', 'Philip Goodhew', 'Steve Purcell', 'Julian Jarrold', 'Lewis Gilbert', 'Nigel Cole']]
Predicted Ans:    Philip Goodhew
Predicted Path:   Buster --[starred_actors]--> Julie Walters --[(INV) starred_actors]--> Intimate Relations --[directed_by]--> Philip Goodhew
Path (Raw):       Buster --[starred_actors]--> Julie Walters --[(INV) starred_actors]--> Intimate Relations --[directed_by]--> Philip Goodhew
Neg LogProb(↓):   0.022003
Path Entropy(↓):  0.125509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of one day
Start Entity:     One Day
Gold Answer:      [['Max Irons', 'Peter Gantzler', 'Carey Mulligan', 'Anders W. Berthelsen']]
Predicted Ans:    Peter Gantzler
Predicted Path:   One Day --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[starred_actors]--> Peter Gantzler
Path (Raw):       One Day --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[starred_actors]--> Peter Gantzler
Neg LogProb(↓):   0.001812
Path Entropy(↓):  0.015050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote a room for romeo brass
Start Entity:     A Room for Romeo Brass
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   A Room for Romeo Brass --[written_by]--> Shane Meadows --[(INV) written_by]--> Once Upon a Time in the Midlands --[has_genre]--> Comedy
Path (Raw):       A Room for Romeo Brass --[written_by]--> Shane Meadows --[(INV) written_by]--> Once Upon a Time in the Midlands --[has_genre]--> Comedy
Neg LogProb(↓):   0.004869
Path Entropy(↓):  0.031207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the girls
Start Entity:     The Girls
Gold Answer:      [['Robert Altman', 'Arthur Miller', 'Gladys Hill', 'Noel Behn', 'John Huston', 'Michael M. Grilikhes', 'Marvin H. Albert', 'Ingmar Bergman', 'Baran bo Odar', 'Jan Costin Wagner', 'Henrik Ibsen']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Girls --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Path (Raw):       The Girls --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.004696
Path Entropy(↓):  0.033116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by prakash mehra
Start Entity:     Prakash Mehra
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Prakash Mehra --[(INV) directed_by]--> Zanjeer --[release_year]--> 1973
Path (Raw):       Prakash Mehra --[No Operation]--> Prakash Mehra --[(INV) directed_by]--> Zanjeer --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the fury actors
Start Entity:     The Fury
Gold Answer:      [['Elaine May', 'Ray Russell', 'George Franklin', 'David Mamet', 'Les Crutchfield', 'Robert Wyler', 'Rod Serling', 'John Patrick', 'Sidney Kingsley', 'Melville Shavelson', 'Mario Camerini', 'Franco Brusati', 'Colin Higgins', 'Philip Yordan', 'Robert Benton', 'Peter Masterson', 'James Bassett', 'Howard Rigsby', 'Clair Huffaker', 'Homer', 'Robert Alan Aurthur', 'Frederick Nolan', 'Roman Polanski', 'Stanley Kubrick', 'Humphrey Cobb', 'Billy Wilder', 'James L. Brooks', 'Ira Levin', 'John Cassavetes', 'Robert Rossen', 'Wendell Mayes', 'Daniel Mainwaring', 'Andrew Bergman', 'Louisa Rose', 'Larry L. King', 'Joseph L. Mankiewicz', 'Lowell Ganz', 'Babaloo Mandel', 'Edward Abbey', 'John Collier', 'Aleksandr Gordon', 'Ernest Hemingway', 'Joseph Strick', 'Fred Haines', 'William Shakespeare', 'Rama Laurie Stagner', 'John Klempner', 'Gail Morgan Hickman', 'David Newman', 'Leon Uris', 'Andrei Tarkovsky', 'Arthur Miller', 'Manfred Gregor', 'George Froeschel', 'Jan Lustig', 'Irving Stone', 'Norman Corwin', 'Allan Aaron Katz', 'Dave Barry', 'Vera Caspary', 'Gerald Di Pego', 'William Diehl', 'Evan Hunter', 'Elia Kazan', 'Ring Lardner', 'James Joyce', 'Brian De Palma', 'Jacqueline Susann', 'Sue Kaufman', 'Paul Mazursky', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Henrik Ibsen', 'Jean Shepherd', 'Charles Schnee', 'George Bradshaw', 'Irwin Shaw', 'Jerry Leichtling', 'Arlene Sarner', 'Jules Verne', 'Charles W. Bailey II', 'Fletcher Knebel', 'John Barry', 'Martin Amis', 'Anthony Veiller', 'Howard Fast', 'Dan Wakefield', 'Dalton Trumbo', 'Eleanor Perry', 'Chris Radant', 'William Roberts', 'Lewis John Carlino', 'James Poe', 'Charles Martin', 'Christopher Knopf', 'Edison Marshall']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Fury --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> Tempest --[written_by]--> William Shakespeare
Path (Raw):       The Fury --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> Tempest --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.997003
Path Entropy(↓):  2.035987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by christopher knights
Start Entity:     Christopher Knights
Gold Answer:      [['Eric Darnell', 'Michael Colton', 'John Aboud', 'Tom McGrath']]
Predicted Ans:    Tom McGrath
Predicted Path:   Christopher Knights --[(INV) starred_actors]--> Penguins of Madagascar --[written_by]--> Tom McGrath
Path (Raw):       Christopher Knights --[No Operation]--> Christopher Knights --[(INV) starred_actors]--> Penguins of Madagascar --[written_by]--> Tom McGrath
Neg LogProb(↓):   0.056250
Path Entropy(↓):  0.246051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by christine lahti
Start Entity:     Christine Lahti
Gold Answer:      [['Naomi Foner', 'Bryan Gordon', 'Bill Forsyth', 'Marilynne Robinson', 'Ed Solomon']]
Predicted Ans:    Ed Solomon
Predicted Path:   Christine Lahti --[(INV) starred_actors]--> Leaving Normal --[written_by]--> Ed Solomon
Path (Raw):       Christine Lahti --[No Operation]--> Christine Lahti --[(INV) starred_actors]--> Leaving Normal --[written_by]--> Ed Solomon
Neg LogProb(↓):   0.239746
Path Entropy(↓):  0.606495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed sinbad and the eye of the tiger
Start Entity:     Sinbad and the Eye of the Tiger
Gold Answer:      [['Sam Wanamaker']]
Predicted Ans:    Sam Wanamaker
Predicted Path:   Sinbad and the Eye of the Tiger --[directed_by]--> Sam Wanamaker --[(INV) directed_by]--> Sinbad and the Eye of the Tiger --[directed_by]--> Sam Wanamaker
Path (Raw):       Sinbad and the Eye of the Tiger --[directed_by]--> Sam Wanamaker --[(INV) directed_by]--> Sinbad and the Eye of the Tiger --[directed_by]--> Sam Wanamaker
Neg LogProb(↓):   0.011312
Path Entropy(↓):  0.061810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of breaking in
Start Entity:     Breaking In
Gold Answer:      [['That Sinking Feeling', 'Comfort and Joy', 'Local Hero', 'Housekeeping', 'Being Human', "Gregory's Girl"]]
Predicted Ans:    Breaking In
Predicted Path:   Breaking In --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Breaking In
Path (Raw):       Breaking In --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Breaking In --[No Operation]--> Breaking In
Neg LogProb(↓):   0.853059
Path Entropy(↓):  1.634412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film lock up
Start Entity:     Lock Up
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1998', '2009', '2010', '1982', '1973', '2014', '1994', '1956', '1983', '1976', '1995', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1986', '2013', '1978', '2000', '1997', '1975', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1989
Predicted Path:   Lock Up --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[release_year]--> 1989
Path (Raw):       Lock Up --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[release_year]--> 1989
Neg LogProb(↓):   1.185452
Path Entropy(↓):  2.279732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does emraan hashmi star in
Start Entity:     Emraan Hashmi
Gold Answer:      [['Shanghai']]
Predicted Ans:    Shanghai
Predicted Path:   Emraan Hashmi --[(INV) starred_actors]--> Shanghai --[starred_actors]--> Kalki Koechlin --[(INV) starred_actors]--> Shanghai
Path (Raw):       Emraan Hashmi --[(INV) starred_actors]--> Shanghai --[starred_actors]--> Kalki Koechlin --[(INV) starred_actors]--> Shanghai
Neg LogProb(↓):   0.318643
Path Entropy(↓):  0.685326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of no blade of grass also starred in which films
Start Entity:     No Blade of Grass
Gold Answer:      [['The Island of Dr. Moreau', 'Living Free', 'Phase IV']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   No Blade of Grass --[starred_actors]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       No Blade of Grass --[starred_actors]--> Nigel Davenport --[No Operation]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.001429
Path Entropy(↓):  0.012407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote road to perdition
Start Entity:     Road to Perdition
Gold Answer:      [['Emily Blunt', 'Benicio Del Toro']]
Predicted Ans:    Benicio Del Toro
Predicted Path:   Road to Perdition --[written_by]--> David Self --[(INV) written_by]--> The Wolfman --[starred_actors]--> Benicio Del Toro
Path (Raw):       Road to Perdition --[written_by]--> David Self --[(INV) written_by]--> The Wolfman --[starred_actors]--> Benicio Del Toro
Neg LogProb(↓):   0.124699
Path Entropy(↓):  0.375376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in sniper also appears in which films
Start Entity:     Sniper
Gold Answer:      [['Shoot to Kill', 'Major League', 'Gettysburg', 'Shattered', 'Magic Man', 'Blood of Redemption', 'Betrayed', "One Man's Hero", 'Major League II', 'Sliver', 'Love at Large', 'Sniper 2', 'Chasers', 'A Murder of Crows', "Rustlers' Rhapsody", 'Dead Calm', 'Breaking Point', 'The Dogs of War', 'At Play in the Fields of the Lord', 'Fear City', 'Memory', 'The Big Chill', 'Fishtales', 'The Substitute', 'Platoon', 'The Phantom', 'Someone to Watch Over Me', 'Last of the Dogmen', 'Survival Island']]
Predicted Ans:    Rustlers' Rhapsody
Predicted Path:   Sniper --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody
Path (Raw):       Sniper --[starred_actors]--> Tom Berenger --[No Operation]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody
Neg LogProb(↓):   0.207780
Path Entropy(↓):  0.821205
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by claire danes in
Start Entity:     Claire Danes
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Claire Danes --[(INV) starred_actors]--> It's All About Love --[has_genre]--> Drama
Path (Raw):       Claire Danes --[No Operation]--> Claire Danes --[(INV) starred_actors]--> It's All About Love --[has_genre]--> Drama
Neg LogProb(↓):   0.717527
Path Entropy(↓):  1.152595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film white palace
Start Entity:     White Palace
Gold Answer:      [['1980', '2007', '1966', '1972', '2008', '2012', '1991', '1996', '1973', '2004', '2002', '1987', '1969', '1977']]
Predicted Ans:    1972
Predicted Path:   White Palace --[written_by]--> Alvin Sargent --[(INV) written_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[release_year]--> 1972
Path (Raw):       White Palace --[written_by]--> Alvin Sargent --[(INV) written_by]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[release_year]--> 1972
Neg LogProb(↓):   1.660410
Path Entropy(↓):  2.029969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by aharon keshales fall under
Start Entity:     Aharon Keshales
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Aharon Keshales --[(INV) directed_by]--> Big Bad Wolves --[has_genre]--> Thriller
Path (Raw):       Aharon Keshales --[No Operation]--> Aharon Keshales --[(INV) directed_by]--> Big Bad Wolves --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the man who never was
Start Entity:     The Man Who Never Was
Gold Answer:      [['Sidney Carroll', 'Frederick Forsyth', 'Brian Garfield', 'Stanley Mann', 'James Kennaway', 'Edmund H. North', 'Ethan Coen', 'Muriel Spark', 'Charles Dickens', 'Enid Bagnold', 'Bryan Forbes', 'Robert E. Lee', 'Paul Gallico', 'Jerome Lawrence', 'Leslie Bricusse', 'Jay Presson Allen', 'Alec Guinness', 'Alvin Sargent', 'Joyce Cary', 'Jack Davies']]
Predicted Ans:    Paul Gallico
Predicted Path:   The Man Who Never Was --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[written_by]--> Paul Gallico
Path (Raw):       The Man Who Never Was --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[written_by]--> Paul Gallico
Neg LogProb(↓):   1.005716
Path Entropy(↓):  1.495500
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of beyond borders
Start Entity:     Beyond Borders
Gold Answer:      [['Cast a Deadly Spell', 'No Escape', 'Edge of Darkness', 'Defenseless', 'Green Lantern', 'The Mask of Zorro', 'Vertical Limit', 'Criminal Law', 'Casino Royale', 'GoldenEye', 'The Legend of Zorro']]
Predicted Ans:    Edge of Darkness
Predicted Path:   Beyond Borders --[directed_by]--> Martin Campbell --[(INV) directed_by]--> Edge of Darkness
Path (Raw):       Beyond Borders --[directed_by]--> Martin Campbell --[(INV) directed_by]--> Edge of Darkness --[No Operation]--> Edge of Darkness
Neg LogProb(↓):   0.809599
Path Entropy(↓):  1.279267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in hollywoodland
Start Entity:     Hollywoodland
Gold Answer:      [['Walter Hill', 'Chuck Hogan', 'Greg Pritikin', 'John Byrum', 'Wes Anderson', 'Roman Coppola', 'Jason Schwartzman', 'Brian Koppelman', 'David Levien', 'Edgar Wallace', 'James Ashmore Creelman', 'Matthew Michael Carnahan', 'Ronald Harwood', 'Abel Ferrara', 'Neal Cassady', 'Neil Jordan', 'Mark Steven Johnson', 'Audrey Wells', 'Lorenzo Semple Jr.', 'Eric Bross', 'Tom Cudworth', 'Elmore Leonard', 'Jay Lacopo', 'Randall Wallace', 'Nick Castle', 'Jack Higgins', 'Billy Ray', 'Oliver Hirschbiegel', 'Gillian Flynn', 'Jerry Siegel', 'William Trevor', 'Peter S. Seaman', 'Jeffrey Price', 'Oscar Saul', 'Mike Binder', 'Gary K. Wolf', 'Tennessee Williams', 'Christopher Dodd', 'Markus Schleinzer', 'John Stalberg', 'Steven Gould', 'Bruce Rubenstein', 'Nora Ephron', 'Brian Moore', 'Peter Nelson', 'Claude Chabrol', 'Christopher Hampton', 'Ellen Perry', 'Larry Gross', 'Luc Besson', 'Spike Lee', 'John Wells', 'Merian C. Cooper', 'Ruth Rose', 'Rian Johnson', 'Alan Alda', 'Vincenzo Natali', 'Patty Dann', 'David S. Goyer', 'Don Roos', 'John Mortimer', 'Philip K. Dick', 'Ben Affleck', 'William Broyles Jr.', 'Shana Larsen', 'James V. Hart', 'Malia Scotch Marmo', 'Gary David Goldberg', 'Claire Cook', 'Francis Ford Coppola', 'Mike Judge', 'Matt Damon', 'Allan Burns', 'Dario Argento', 'Atom Egoyan', 'Richard Shepard', 'Tony Gilroy', 'Martin Brest', 'Thomas Babe', 'Martin Sherman', 'Joseph Conrad', 'William Kennedy', 'Terrence Malick', 'Peter Jackson', 'Dexter Fletcher', 'Tony Mendez', 'Joshuah Bearman', 'David Leland', 'Mickey Rourke', 'Frances Mayes', 'Wolfgang Petersen', 'Richard Neely', 'Guy Jenkin', 'Nicholas Sparks', 'Wesley Strick', 'Alvin Sargent', 'Dirk Wittenborn', 'Stacy Cochran', 'Sebastian Junger']]
Predicted Ans:    Oliver Hirschbiegel
Predicted Path:   Hollywoodland --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[written_by]--> Oliver Hirschbiegel
Path (Raw):       Hollywoodland --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[written_by]--> Oliver Hirschbiegel
Neg LogProb(↓):   1.125978
Path Entropy(↓):  2.035731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is jungle book
Start Entity:     Jungle Book
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Adventure
Predicted Path:   Jungle Book --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       Jungle Book --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   1.633142
Path Entropy(↓):  2.389208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by sergio donati
Start Entity:     Sergio Donati
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Sergio Donati --[(INV) written_by]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       Sergio Donati --[No Operation]--> Sergio Donati --[(INV) written_by]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie beethoven
Start Entity:     Beethoven
Gold Answer:      [['Gerald A. Browne', 'Peter Farrelly', 'Ed. Weinberger', 'Yves Robert', 'Stan Daniels', 'Ernestine Gilbreth Carey', 'Gordon Buford', 'Jean Shepherd', 'Merian C. Cooper', 'Ruth Rose', 'Neil Simon', 'Jeffrey Bloom', 'Charles Grodin', 'Leslie Dixon', 'Edgar Wallace', 'James Ashmore Creelman', 'Jane Wagner', 'Louis Pelletier', 'Ben Stahl', 'Kevin Barnett', 'Joe Ranft', 'Bonnie Hunt', 'Bruce Jay Friedman', 'Richard Matheson', 'Gene Wilder', 'Albert Aley', 'Diane Drake', 'Harvey Miller', 'Felix Salten', 'Lorenzo Semple Jr.', 'Eric Hatch', 'Scot Armstrong', 'Frank Darabont', 'Stephen King', 'John Lasseter', 'Muriel Resnik', 'Peter Jackson', 'Don Tait', 'Julius J. Epstein', 'Mildred Gordon']]
Predicted Ans:    Eric Hatch
Predicted Path:   Beethoven --[starred_actors]--> Dean Jones --[(INV) starred_actors]--> The Horse in the Gray Flannel Suit --[written_by]--> Eric Hatch
Path (Raw):       Beethoven --[starred_actors]--> Dean Jones --[(INV) starred_actors]--> The Horse in the Gray Flannel Suit --[written_by]--> Eric Hatch
Neg LogProb(↓):   0.004401
Path Entropy(↓):  0.032665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was nanette newman an actor in
Start Entity:     Nanette Newman
Gold Answer:      [['The Stepford Wives']]
Predicted Ans:    The Stepford Wives
Predicted Path:   Nanette Newman --[(INV) starred_actors]--> The Stepford Wives --[starred_actors]--> Nanette Newman --[(INV) starred_actors]--> The Stepford Wives
Path (Raw):       Nanette Newman --[(INV) starred_actors]--> The Stepford Wives --[starred_actors]--> Nanette Newman --[(INV) starred_actors]--> The Stepford Wives
Neg LogProb(↓):   0.151554
Path Entropy(↓):  0.511594
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by steve de jarnatt
Start Entity:     Steve De Jarnatt
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Steve De Jarnatt --[(INV) written_by]--> Miracle Mile --[has_genre]--> Action
Path (Raw):       Steve De Jarnatt --[No Operation]--> Steve De Jarnatt --[(INV) written_by]--> Miracle Mile --[has_genre]--> Action
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie khartoum in a few words
Start Entity:     Khartoum
Gold Answer:      [['basil dearden', 'ultra panavision 70']]
Predicted Ans:    ultra panavision 70
Predicted Path:   Khartoum --[has_tags]--> ultra panavision 70 --[(INV) has_tags]--> The Hallelujah Trail --[has_tags]--> ultra panavision 70
Path (Raw):       Khartoum --[has_tags]--> ultra panavision 70 --[(INV) has_tags]--> The Hallelujah Trail --[has_tags]--> ultra panavision 70
Neg LogProb(↓):   0.022279
Path Entropy(↓):  0.105851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by erwin wagenhofer
Start Entity:     Erwin Wagenhofer
Gold Answer:      [['2008', '2005']]
Predicted Ans:    2005
Predicted Path:   Erwin Wagenhofer --[(INV) directed_by]--> We Feed the World --[release_year]--> 2005
Path (Raw):       Erwin Wagenhofer --[No Operation]--> Erwin Wagenhofer --[(INV) directed_by]--> We Feed the World --[release_year]--> 2005
Neg LogProb(↓):   0.022036
Path Entropy(↓):  0.120325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of destination tokyo
Start Entity:     Destination Tokyo
Gold Answer:      [["Spencer's Mountain", 'A Summer Place', 'The Badlanders', 'The Last Wagon', 'Dark Passage', 'Jubal', 'Cowboy', 'Broken Arrow', 'Hollywood Canteen', 'The Hanging Tree', 'Demetrius and the Gladiators']]
Predicted Ans:    Jubal
Predicted Path:   Destination Tokyo --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal
Path (Raw):       Destination Tokyo --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal --[No Operation]--> Jubal
Neg LogProb(↓):   0.574635
Path Entropy(↓):  1.337342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by guillaume gallienne
Start Entity:     Guillaume Gallienne
Gold Answer:      [['Jalil Lespert']]
Predicted Ans:    Jalil Lespert
Predicted Path:   Guillaume Gallienne --[(INV) starred_actors]--> Yves Saint Laurent --[directed_by]--> Jalil Lespert
Path (Raw):       Guillaume Gallienne --[No Operation]--> Guillaume Gallienne --[(INV) starred_actors]--> Yves Saint Laurent --[directed_by]--> Jalil Lespert
Neg LogProb(↓):   0.008768
Path Entropy(↓):  0.053012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of john poliquin directed movies
Start Entity:     John Poliquin
Gold Answer:      [['The Vicious Brothers']]
Predicted Ans:    The Vicious Brothers
Predicted Path:   John Poliquin --[(INV) directed_by]--> Grave Encounters 2 --[written_by]--> The Vicious Brothers
Path (Raw):       John Poliquin --[No Operation]--> John Poliquin --[(INV) directed_by]--> Grave Encounters 2 --[written_by]--> The Vicious Brothers
Neg LogProb(↓):   0.010205
Path Entropy(↓):  0.056730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the musketeer
Start Entity:     The Musketeer
Gold Answer:      [['1983', '1995', '1988', '1980', '1997', '2009', '1956', '1990', '1992', '2005', '2006', '1999', '1994', '1981', '1986', '1974', '1984']]
Predicted Ans:    1983
Predicted Path:   The Musketeer --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[release_year]--> 1983
Path (Raw):       The Musketeer --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[release_year]--> 1983
Neg LogProb(↓):   0.409297
Path Entropy(↓):  1.344588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Stuart cooper was the director of which films
Start Entity:     Stuart Cooper
Gold Answer:      [['Overlord']]
Predicted Ans:    Overlord
Predicted Path:   Stuart Cooper --[(INV) directed_by]--> Overlord --[directed_by]--> Stuart Cooper --[(INV) directed_by]--> Overlord
Path (Raw):       Stuart Cooper --[(INV) directed_by]--> Overlord --[directed_by]--> Stuart Cooper --[(INV) directed_by]--> Overlord
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by clive donner
Start Entity:     Clive Donner
Gold Answer:      [['Drama', 'Family', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Clive Donner --[(INV) directed_by]--> The Nude Bomb --[has_genre]--> Comedy
Path (Raw):       Clive Donner --[No Operation]--> Clive Donner --[(INV) directed_by]--> The Nude Bomb --[has_genre]--> Comedy
Neg LogProb(↓):   0.010340
Path Entropy(↓):  0.057954
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film drop dead fred released
Start Entity:     Drop Dead Fred
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Drop Dead Fred --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Drop Dead Fred --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   2.939599
Path Entropy(↓):  4.346274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did richard friedenberg write
Start Entity:     Richard Friedenberg
Gold Answer:      [['A River Runs Through It', 'The Education of Little Tree']]
Predicted Ans:    A River Runs Through It
Predicted Path:   Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[written_by]--> Norman Maclean --[(INV) written_by]--> A River Runs Through It
Path (Raw):       Richard Friedenberg --[(INV) written_by]--> A River Runs Through It --[written_by]--> Norman Maclean --[(INV) written_by]--> A River Runs Through It
Neg LogProb(↓):   0.699652
Path Entropy(↓):  1.071184
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote vampire academy
Start Entity:     Vampire Academy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Vampire Academy --[written_by]--> Daniel Waters --[(INV) written_by]--> Heathers --[has_genre]--> Comedy
Path (Raw):       Vampire Academy --[written_by]--> Daniel Waters --[(INV) written_by]--> Heathers --[has_genre]--> Comedy
Neg LogProb(↓):   0.066531
Path Entropy(↓):  0.262694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with anya seton
Start Entity:     Anya Seton
Gold Answer:      [['Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Anya Seton --[(INV) written_by]--> Dragonwyck --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Anya Seton --[No Operation]--> Anya Seton --[(INV) written_by]--> Dragonwyck --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.000229
Path Entropy(↓):  0.002157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by alfred abel in
Start Entity:     Alfred Abel
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Alfred Abel --[(INV) starred_actors]--> Metropolis --[has_genre]--> Animation
Path (Raw):       Alfred Abel --[No Operation]--> Alfred Abel --[(INV) starred_actors]--> Metropolis --[has_genre]--> Animation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of transylmania
Start Entity:     Transylmania
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Transylmania --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       Transylmania --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.519587
Path Entropy(↓):  4.599563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie bully were released in which years
Start Entity:     Bully
Gold Answer:      [['2001', '1998', '1999']]
Predicted Ans:    1998
Predicted Path:   Bully --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[release_year]--> 1998
Path (Raw):       Bully --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[release_year]--> 1998
Neg LogProb(↓):   0.053043
Path Entropy(↓):  0.245525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with terror in a texas town fall under
Start Entity:     Terror in a Texas Town
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Terror in a Texas Town --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Johnny Got His Gun --[has_genre]--> Drama
Path (Raw):       Terror in a Texas Town --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Johnny Got His Gun --[has_genre]--> Drama
Neg LogProb(↓):   0.178172
Path Entropy(↓):  0.661214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed dread
Start Entity:     Dread
Gold Answer:      [['Dawn Olivieri']]
Predicted Ans:    Dawn Olivieri
Predicted Path:   Dread --[directed_by]--> Anthony DiBlasi --[(INV) directed_by]--> Missionary --[starred_actors]--> Dawn Olivieri
Path (Raw):       Dread --[directed_by]--> Anthony DiBlasi --[(INV) directed_by]--> Missionary --[starred_actors]--> Dawn Olivieri
Neg LogProb(↓):   0.006828
Path Entropy(↓):  0.040849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of make way for tomorrow
Start Entity:     Make Way for Tomorrow
Gold Answer:      [['Gold Diggers of 1937', "We're Not Married!", 'The Unholy Wife', 'Of Human Hearts', "The Heat's On", 'Street Scene', 'Penny Serenade', 'Vivacious Lady', 'Swing Time', 'One Foot in Heaven', 'On Borrowed Time', 'It Happened on Fifth Avenue', 'The Shepherd of the Hills', 'Our Town']]
Predicted Ans:    Gold Diggers of 1937
Predicted Path:   Make Way for Tomorrow --[starred_actors]--> Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937
Path (Raw):       Make Way for Tomorrow --[starred_actors]--> Victor Moore --[No Operation]--> Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937
Neg LogProb(↓):   0.235171
Path Entropy(↓):  0.828352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed a hole in the head
Start Entity:     A Hole in the Head
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   A Hole in the Head --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[in_language]--> English
Path (Raw):       A Hole in the Head --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[in_language]--> English
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by leila conners
Start Entity:     Leila Conners
Gold Answer:      [['Nadia Conners', 'Leonardo DiCaprio']]
Predicted Ans:    Leonardo DiCaprio
Predicted Path:   Leila Conners --[(INV) directed_by]--> The 11th Hour --[written_by]--> Leonardo DiCaprio
Path (Raw):       Leila Conners --[No Operation]--> Leila Conners --[(INV) directed_by]--> The 11th Hour --[written_by]--> Leonardo DiCaprio
Neg LogProb(↓):   0.234964
Path Entropy(↓):  0.680622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of men of respect
Start Entity:     Men of Respect
Gold Answer:      [['The Dream Team', 'The Shadow', 'Clockers', 'Young Frankenstein', 'Outland', 'While You Were Sleeping', 'Knucklehead', 'The Grand', 'Fading Gigolo', 'Hardcore', 'The Friends of Eddie Coyle', 'That Old Feeling', 'You Kill Me', "The Brink's Job", "Miller's Crossing", 'Secret Window', 'Where the Buffalo Roam', 'The Candidate', 'Striking Distance', 'The Luzhin Defence', 'Slither', 'Hammett', 'Brain Donors', 'O Brother, Where Art Thou?', 'Solar Crisis', 'Barton Fink', 'Five Corners', 'Mr. Deeds', 'Quiz Show']]
Predicted Ans:    Striking Distance
Predicted Path:   Men of Respect --[starred_actors]--> Dennis Farina --[(INV) starred_actors]--> Striking Distance
Path (Raw):       Men of Respect --[starred_actors]--> Dennis Farina --[No Operation]--> Dennis Farina --[(INV) starred_actors]--> Striking Distance
Neg LogProb(↓):   0.707678
Path Entropy(↓):  1.770494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did jim wynorski write
Start Entity:     Jim Wynorski
Gold Answer:      [['Chopping Mall', 'Camel Spiders', 'Deathstalker II', 'Not of This Earth']]
Predicted Ans:    Camel Spiders
Predicted Path:   Jim Wynorski --[(INV) written_by]--> Camel Spiders --[written_by]--> Jim Wynorski --[(INV) written_by]--> Camel Spiders
Path (Raw):       Jim Wynorski --[(INV) written_by]--> Camel Spiders --[written_by]--> Jim Wynorski --[(INV) written_by]--> Camel Spiders
Neg LogProb(↓):   0.088651
Path Entropy(↓):  0.414858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the yearling
Start Entity:     The Yearling
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'George F. Marion', 'Norma Talmadge', 'Mickey Rooney', 'Tyrone Power', 'Ronald Colman', 'Alfred Molina', 'Van Heflin', 'Gene Tierney', 'Helen Hayes', 'Van Johnson', 'James Stewart', 'James Craig', 'Kate Beckinsale', 'Eric Schweig', 'Tony Danza', 'Binnie Barnes', 'Henry Wilcoxon', 'Randolph Scott', "Maureen O'Sullivan", 'May Robson', 'Wallace Beery', 'Barbara Bedford', 'Matthew Macfadyen', 'Alan Roscoe', 'Sean Bean', 'Madeleine Stowe', 'Mark Strong', 'Myrna Loy', 'Fredric March', 'Lillian Hall', 'Raymond Massey', 'George Brent', 'Lewis Stone', 'Paul Douglas', 'Kelly Macdonald', 'Russell Means', 'Leo Genn', 'Lionel Barrymore', 'Beulah Bondi', 'Hedy Lamarr', 'Marsha Hunt', 'Christopher Lloyd', 'Brenda Joyce', 'John Barrymore', 'David Brian', 'Joan Crawford', 'Walter Huston', 'Eric Linden', 'Gwyneth Paltrow', 'Robert Taylor', 'Janet Leigh', 'Timothy Dalton', 'Sophie Marceau', 'Mia Kirshner', 'Alan Marshal', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Charles Boyer', 'Reginald Owen', 'Alan Cumming', 'Spencer Tracy', 'John Gilbert', 'Danny Glover', 'Charles Bickford']]
Predicted Ans:    Ronald Colman
Predicted Path:   The Yearling --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[starred_actors]--> Ronald Colman
Path (Raw):       The Yearling --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[starred_actors]--> Ronald Colman
Neg LogProb(↓):   0.149628
Path Entropy(↓):  0.659852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does douglas fairbanks appear in
Start Entity:     Douglas Fairbanks
Gold Answer:      [['The Private Life of Don Juan', 'The Mystery of the Leaping Fish', 'Mr. Robinson Crusoe']]
Predicted Ans:    The Private Life of Don Juan
Predicted Path:   Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan
Path (Raw):       Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan
Neg LogProb(↓):   0.000168
Path Entropy(↓):  0.001775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the gang's all here
Start Entity:     The Gang's All Here
Gold Answer:      [['For Me and My Gal', 'Dames', 'Take Me Out to the Ball Game', 'Girl Crazy', 'Strike Up the Band', 'Babes on Broadway', 'They Made Me a Criminal', 'Gold Diggers of 1935', 'Lady Be Good', 'Bright Lights']]
Predicted Ans:    Girl Crazy
Predicted Path:   The Gang's All Here --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy
Path (Raw):       The Gang's All Here --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[No Operation]--> Girl Crazy
Neg LogProb(↓):   0.380648
Path Entropy(↓):  0.751976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the hills have eyes part ii
Start Entity:     The Hills Have Eyes Part II
Gold Answer:      [['Wes Craven']]
Predicted Ans:    Wes Craven
Predicted Path:   The Hills Have Eyes Part II --[directed_by]--> Wes Craven --[(INV) directed_by]--> Scream --[directed_by]--> Wes Craven
Path (Raw):       The Hills Have Eyes Part II --[directed_by]--> Wes Craven --[(INV) directed_by]--> Scream --[directed_by]--> Wes Craven
Neg LogProb(↓):   0.996293
Path Entropy(↓):  1.618795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in tough enough also appears in which movies
Start Entity:     Tough Enough
Gold Answer:      [['Into the White', 'The Reader']]
Predicted Ans:    The Reader
Predicted Path:   Tough Enough --[starred_actors]--> David Kross --[(INV) starred_actors]--> The Reader
Path (Raw):       Tough Enough --[starred_actors]--> David Kross --[No Operation]--> David Kross --[(INV) starred_actors]--> The Reader
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter horton foote co - wrote movies with who
Start Entity:     Horton Foote
Gold Answer:      [['Bert Gilden', 'Eugene Solow', 'Thomas C. Ryan', 'Harper Lee', 'John Steinbeck']]
Predicted Ans:    Horton Foote
Predicted Path:   Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Path (Raw):       Horton Foote --[No Operation]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[written_by]--> Horton Foote
Neg LogProb(↓):   0.608636
Path Entropy(↓):  0.705930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies together with jonathan kaplan
Start Entity:     Jonathan Kaplan
Gold Answer:      [['Nima Nourizadeh']]
Predicted Ans:    Jonathan Kaplan
Predicted Path:   Jonathan Kaplan --[(INV) directed_by]--> The Accused --[directed_by]--> Jonathan Kaplan
Path (Raw):       Jonathan Kaplan --[No Operation]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused --[directed_by]--> Jonathan Kaplan
Neg LogProb(↓):   0.006343
Path Entropy(↓):  0.045596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted together with varun dhawan
Start Entity:     Varun Dhawan
Gold Answer:      [['Alia Bhatt', 'Rishi Kapoor']]
Predicted Ans:    Rishi Kapoor
Predicted Path:   Varun Dhawan --[(INV) starred_actors]--> Student of the Year --[starred_actors]--> Rishi Kapoor
Path (Raw):       Varun Dhawan --[No Operation]--> Varun Dhawan --[(INV) starred_actors]--> Student of the Year --[starred_actors]--> Rishi Kapoor
Neg LogProb(↓):   0.092484
Path Entropy(↓):  0.301329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film midnight mary
Start Entity:     Midnight Mary
Gold Answer:      [['Mack Crane', 'Caroline Francke', 'Don Hartman', 'Robert E. Sherwood', 'Grover Jones', 'Edward E. Paramore Jr.', 'Clare Boothe Luce', 'Dashiell Hammett', 'Erich Maria Remarque', 'Sally Benson', 'Anne Parrish', 'John Huston', 'Jack London', 'Dorothy Parker', 'Benjamin Glazer', 'Frederick Lonsdale', 'Richard Maibaum', 'Cyril Hume', 'Waldemar Young', 'Jo Swerling', 'William J. Cowen', 'Mortimer Offner', 'Maurice Rapf', 'Allan Scott', 'Billy Wilder', 'Mel Dinelli', 'Gene Towne', 'Allen Rivkin', 'Charles Shyer', 'Robert Nathan', 'C. Graham Baker', 'Carey Wilson', 'Leigh Janiak', 'F. Scott Fitzgerald', 'Brown Holmes', 'Tom Lewis', 'Kelley Roos', 'Maude Fulton', 'Laura Kerr', 'Roy Huggins', 'Hella Wuolijoki', 'Leonardo Bercovici', 'Victor Trivas', 'James Warner Bellah', 'Nancy Meyers', 'Luchino Visconti', 'Walter Lord', 'Nunnally Johnson', 'Achmed Abdullah', 'Ferenc Molnár', 'Alan Le May', 'John L. Balderston', 'Oscar Millard', 'Eric Ambler', 'William Slavens McNutt', 'Jules Furthman', 'Rowland V. Lee', 'Albert Camus', 'Jean Bart', 'John Lee Mahin']]
Predicted Ans:    Alan Le May
Predicted Path:   Midnight Mary --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[written_by]--> Alan Le May
Path (Raw):       Midnight Mary --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Along Came Jones --[written_by]--> Alan Le May
Neg LogProb(↓):   1.745474
Path Entropy(↓):  2.295429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the crossing
Start Entity:     The Crossing
Gold Answer:      [['William Forsythe', 'Zachary Knighton', 'Jennifer Jason Leigh', 'C. Thomas Howell', 'John Travolta', 'Sean Bean', 'Jim Caviezel', 'Marc Blucas', 'Sophia Bush', 'Dagmara Dominczyk', 'Laura Regan', 'Rhona Mitra', 'Ted Levine', 'Frankie Faison', 'Ethan Embry', 'Jeffrey DeMunn', 'Armand Assante', 'Rosanna Arquette', 'Rutger Hauer', 'Colm Feore', 'Kieran Culkin']]
Predicted Ans:    Rutger Hauer
Predicted Path:   The Crossing --[directed_by]--> Robert Harmon --[(INV) directed_by]--> The Hitcher --[starred_actors]--> Rutger Hauer
Path (Raw):       The Crossing --[directed_by]--> Robert Harmon --[(INV) directed_by]--> The Hitcher --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.622744
Path Entropy(↓):  1.417050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is casablanca about
Start Entity:     Casablanca
Gold Answer:      [['michael curtiz', 'africa', 'drama', 'ingrid bergman', 'bd-r', 'best picture', 'conrad veidt', 'play', 'nazi', 'claude rains', 'humphrey bogart', 'paul henreid', 'war', 'love', 'nazis', 'bogart', 'stage', 'hollywood']]
Predicted Ans:    claude rains
Predicted Path:   Casablanca --[has_tags]--> paul henreid --[(INV) has_tags]--> Now, Voyager --[has_tags]--> claude rains
Path (Raw):       Casablanca --[has_tags]--> paul henreid --[(INV) has_tags]--> Now, Voyager --[has_tags]--> claude rains
Neg LogProb(↓):   0.936130
Path Entropy(↓):  1.378833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of ralph farquhar written movies
Start Entity:     Ralph Farquhar
Gold Answer:      [['Michael Schultz']]
Predicted Ans:    Michael Schultz
Predicted Path:   Ralph Farquhar --[(INV) written_by]--> Krush Groove --[directed_by]--> Michael Schultz
Path (Raw):       Ralph Farquhar --[No Operation]--> Ralph Farquhar --[(INV) written_by]--> Krush Groove --[directed_by]--> Michael Schultz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by r. lance hill
Start Entity:     R. Lance Hill
Gold Answer:      [['J. Lee Thompson']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   R. Lance Hill --[(INV) written_by]--> The Evil That Men Do --[directed_by]--> J. Lee Thompson
Path (Raw):       R. Lance Hill --[No Operation]--> R. Lance Hill --[(INV) written_by]--> The Evil That Men Do --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the c. o. g. director
Start Entity:     C.O.G.
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   C.O.G. --[directed_by]--> Kyle Patrick Alvarez --[(INV) directed_by]--> Easier with Practice --[has_genre]--> Drama
Path (Raw):       C.O.G. --[directed_by]--> Kyle Patrick Alvarez --[(INV) directed_by]--> Easier with Practice --[has_genre]--> Drama
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film one, two, three
Start Entity:     One, Two, Three
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   One, Two, Three --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       One, Two, Three --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   2.404064
Path Entropy(↓):  3.559914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the firm also starred in which movies
Start Entity:     The Firm
Gold Answer:      [['Get Shorty', 'Grey Gardens', 'Collateral', 'Hoosiers', 'The Replacements', 'March or Die', 'Twice in a Lifetime', 'Downhill Racer', 'Creepshow', 'Loose Cannons', "Doctors' Wives", 'Uncommon Valor', 'Jerry Maguire', 'Welcome to Mooseport', 'Knight and Day', 'The Quick and the Dead', 'Vanilla Sky', 'The French Connection', 'Sliding Doors', 'Twilight', 'The Chamber', 'Full Moon in Blue Water', 'The Star Chamber', 'The Poseidon Adventure', 'Superman II', 'Valkyrie', 'The Color of Money', 'Cocktail', 'Eureka', 'All the Right Moves', 'The Hunting Party', 'Superman', 'That Evening Sun', 'Unforgiven', 'Bat*21', 'Oblivion', 'Rain Man', 'Crimson Tide', 'Minority Report', 'Top Gun', 'Target', 'Edge of Tomorrow', 'A Few Good Men', 'Class Action', 'The Package', 'Jack Reacher', 'No Way Out', 'Lucky Lady', 'The Kidnapping of the President', 'Narrow Margin', 'Runaway Jury', 'I Never Sang for My Father', 'Scarecrow', 'Risky Business', 'The Birdcage', 'Lions for Lambs', 'Legend', 'Bonnie and Clyde', 'Company Business', 'Far and Away', 'Behind Enemy Lines', 'Wyatt Earp', 'Prime Cut', 'The Conversation', 'Night Moves', 'Born on the Fourth of July', 'The Last Samurai', 'Mississippi Burning', 'Heist', 'Under Fire', 'All Night Long', 'The Majestic', "Losin' It", 'Bite the Bullet', 'They Only Kill Their Masters', 'Days of Thunder', 'Absolute Power', 'War of the Worlds', 'Enemy of the State', 'The Royal Tenenbaums', 'The Gypsy Moths', 'Under Suspicion', 'French Connection II', 'Wild in the Streets']]
Predicted Ans:    Bite the Bullet
Predicted Path:   The Firm --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet
Path (Raw):       The Firm --[starred_actors]--> Gene Hackman --[No Operation]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet
Neg LogProb(↓):   2.149880
Path Entropy(↓):  3.240549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by joel kinnaman in
Start Entity:     Joel Kinnaman
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Joel Kinnaman --[(INV) starred_actors]--> Easy Money --[in_language]--> Swedish
Path (Raw):       Joel Kinnaman --[No Operation]--> Joel Kinnaman --[(INV) starred_actors]--> Easy Money --[in_language]--> Swedish
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was greta gerwig the writer of
Start Entity:     Greta Gerwig
Gold Answer:      [['Frances Ha', 'Nights and Weekends']]
Predicted Ans:    Mr. Jealousy
Predicted Path:   Greta Gerwig --[(INV) written_by]--> Frances Ha --[written_by]--> Noah Baumbach --[(INV) written_by]--> Mr. Jealousy
Path (Raw):       Greta Gerwig --[(INV) written_by]--> Frances Ha --[written_by]--> Noah Baumbach --[(INV) written_by]--> Mr. Jealousy
Neg LogProb(↓):   0.758366
Path Entropy(↓):  1.591021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by dave mango
Start Entity:     Dave Mango
Gold Answer:      [['Petter Næss']]
Predicted Ans:    Petter Næss
Predicted Path:   Dave Mango --[(INV) written_by]--> Into the White --[directed_by]--> Petter Næss
Path (Raw):       Dave Mango --[No Operation]--> Dave Mango --[(INV) written_by]--> Into the White --[directed_by]--> Petter Næss
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by alicia silverstone
Start Entity:     Alicia Silverstone
Gold Answer:      [['Brett Leonard', 'Guy Ferland', 'Kenneth Branagh', 'Gavin Grazer', 'Hugh Wilson', 'Clint Eastwood', 'Marco Brambilla', 'Alan Shapiro', 'Amy Heckerling', 'Bille Woodruff', 'Pat Verducci']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Alicia Silverstone --[(INV) starred_actors]--> Love's Labour's Lost --[directed_by]--> Kenneth Branagh
Path (Raw):       Alicia Silverstone --[No Operation]--> Alicia Silverstone --[(INV) starred_actors]--> Love's Labour's Lost --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.154839
Path Entropy(↓):  0.565101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the walking hills
Start Entity:     The Walking Hills
Gold Answer:      [['Richard Attenborough', 'Diana Muldaur', 'Yul Brynner', 'Angela Lansbury', 'Maurice Evans', 'Ethel Barrymore', 'Eddie Albert', 'Ernest Borgnine', 'Clint Eastwood', 'Basil Rathbone', 'Patrick McGoohan', 'Louis Calhern', 'Gregory Peck', 'Bruce Bennett', 'Michael Caine', 'Richard Widmark', 'Barbara Stanwyck', 'David Janssen', 'Anthony Quinn', 'Ann Harding', 'Jim Hutton', 'Eduard Franz', 'Philip Ober', 'George Maharis', 'James Garner', 'Jason Robards', 'James Franciscus', 'Elsa Lanchester', 'Robert Ryan', 'John Wayne', 'Earl Holliman', 'Richard Crenna', 'Robert Duvall', 'Ricardo Montalban', 'Carolyn Jones', 'Ralph Meeker', 'Lee Remick', 'Burt Lancaster', 'Kirk Douglas', 'Donald Sutherland', 'Charles Bronson', 'Eli Wallach', 'Dean Jagger', 'Anne Francis', 'Barry Sullivan', 'Aline MacMahon', 'Colleen Dewhurst', 'Rock Hudson', 'Spencer Tracy', 'Steve McQueen', 'Keenan Wynn', 'Jim Brown', 'Jenny Agutter']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Walking Hills --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[starred_actors]--> Robert Ryan
Path (Raw):       The Walking Hills --[directed_by]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.344253
Path Entropy(↓):  1.015302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe ali g indahouse
Start Entity:     Ali G Indahouse
Gold Answer:      [['sacha baron cohen']]
Predicted Ans:    sacha baron cohen
Predicted Path:   Ali G Indahouse --[has_tags]--> sacha baron cohen --[(INV) has_tags]--> The Dictator --[has_tags]--> sacha baron cohen
Path (Raw):       Ali G Indahouse --[has_tags]--> sacha baron cohen --[(INV) has_tags]--> The Dictator --[has_tags]--> sacha baron cohen
Neg LogProb(↓):   0.185797
Path Entropy(↓):  0.504414
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did jim abrahams direct
Start Entity:     Jim Abrahams
Gold Answer:      [['Airplane!', 'Top Secret!', 'Ruthless People', 'Hot Shots!', 'Big Business', 'Hot Shots! Part Deux']]
Predicted Ans:    Hot Shots!
Predicted Path:   Jim Abrahams --[(INV) directed_by]--> Hot Shots! --[directed_by]--> Jim Abrahams --[(INV) directed_by]--> Hot Shots!
Path (Raw):       Jim Abrahams --[(INV) directed_by]--> Hot Shots! --[directed_by]--> Jim Abrahams --[(INV) directed_by]--> Hot Shots!
Neg LogProb(↓):   1.409841
Path Entropy(↓):  2.546413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by helen hunt
Start Entity:     helen hunt
Gold Answer:      [['Trancers', 'Pay It Forward', 'As Good as It Gets', 'What Women Want', 'Then She Found Me', 'Twister']]
Predicted Ans:    As Good as It Gets
Predicted Path:   helen hunt --[(INV) has_tags]--> As Good as It Gets --[has_tags]--> james l. brooks --[(INV) has_tags]--> As Good as It Gets
Path (Raw):       helen hunt --[(INV) has_tags]--> As Good as It Gets --[has_tags]--> james l. brooks --[(INV) has_tags]--> As Good as It Gets
Neg LogProb(↓):   0.060722
Path Entropy(↓):  0.274663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the congress director
Start Entity:     The Congress
Gold Answer:      [['Sarah Burns', 'Ken Burns', 'Ari Folman', 'David McMahon']]
Predicted Ans:    Ari Folman
Predicted Path:   The Congress --[directed_by]--> Ari Folman --[(INV) directed_by]--> The Congress --[written_by]--> Ari Folman
Path (Raw):       The Congress --[directed_by]--> Ari Folman --[(INV) directed_by]--> The Congress --[written_by]--> Ari Folman
Neg LogProb(↓):   0.037910
Path Entropy(↓):  0.202869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the pyramid
Start Entity:     The Pyramid
Gold Answer:      [['Bryan Cranston', 'Ursula Parker', 'Alice Eve']]
Predicted Ans:    Bryan Cranston
Predicted Path:   The Pyramid --[written_by]--> Nick Simon --[(INV) written_by]--> Cold Comes the Night --[starred_actors]--> Bryan Cranston
Path (Raw):       The Pyramid --[written_by]--> Nick Simon --[(INV) written_by]--> Cold Comes the Night --[starred_actors]--> Bryan Cranston
Neg LogProb(↓):   0.107794
Path Entropy(↓):  0.378045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of this movie is broken
Start Entity:     This Movie Is Broken
Gold Answer:      [['Bruce McDonald']]
Predicted Ans:    Bruce McDonald
Predicted Path:   This Movie Is Broken --[written_by]--> Bruce McDonald --[(INV) written_by]--> Roadkill --[written_by]--> Bruce McDonald
Path (Raw):       This Movie Is Broken --[written_by]--> Bruce McDonald --[(INV) written_by]--> Roadkill --[written_by]--> Bruce McDonald
Neg LogProb(↓):   0.467139
Path Entropy(↓):  0.714461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Briana evigan appears in which movies
Start Entity:     Briana Evigan
Gold Answer:      [['Lap Dance', 'Burning Bright', 'Mine Games', 'Stash House', "The Devil's Carnival", 'S. Darko']]
Predicted Ans:    Burning Bright
Predicted Path:   Briana Evigan --[(INV) starred_actors]--> Burning Bright --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> Burning Bright
Path (Raw):       Briana Evigan --[(INV) starred_actors]--> Burning Bright --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> Burning Bright
Neg LogProb(↓):   0.275598
Path Entropy(↓):  0.729817
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by a midsummer night's dream actors
Start Entity:     A Midsummer Night's Dream
Gold Answer:      [['Music', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   A Midsummer Night's Dream --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Path (Raw):       A Midsummer Night's Dream --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.914201
Path Entropy(↓):  2.165949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter david baldacci co - wrote films with who
Start Entity:     David Baldacci
Gold Answer:      [['William Goldman']]
Predicted Ans:    William Goldman
Predicted Path:   David Baldacci --[(INV) written_by]--> Absolute Power --[written_by]--> William Goldman
Path (Raw):       David Baldacci --[No Operation]--> David Baldacci --[(INV) written_by]--> Absolute Power --[written_by]--> William Goldman
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by maria von heland
Start Entity:     Maria von Heland
Gold Answer:      [['Simon Pegg', 'Rosamund Pike']]
Predicted Ans:    Simon Pegg
Predicted Path:   Maria von Heland --[(INV) written_by]--> Hector and the Search for Happiness --[starred_actors]--> Simon Pegg
Path (Raw):       Maria von Heland --[No Operation]--> Maria von Heland --[(INV) written_by]--> Hector and the Search for Happiness --[starred_actors]--> Simon Pegg
Neg LogProb(↓):   0.010644
Path Entropy(↓):  0.058686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by josh hamilton
Start Entity:     Josh Hamilton
Gold Answer:      [['Noah Baumbach', 'Frank Marshall', 'Scott Stewart']]
Predicted Ans:    Frank Marshall
Predicted Path:   Josh Hamilton --[(INV) starred_actors]--> Alive --[directed_by]--> Frank Marshall
Path (Raw):       Josh Hamilton --[No Operation]--> Josh Hamilton --[(INV) starred_actors]--> Alive --[directed_by]--> Frank Marshall
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by hesper anderson
Start Entity:     Hesper Anderson
Gold Answer:      [['Marlee Matlin', 'William Hurt']]
Predicted Ans:    William Hurt
Predicted Path:   Hesper Anderson --[(INV) written_by]--> Children of a Lesser God --[starred_actors]--> William Hurt
Path (Raw):       Hesper Anderson --[No Operation]--> Hesper Anderson --[(INV) written_by]--> Children of a Lesser God --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by they drive by night actors
Start Entity:     They Drive by Night
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   They Drive by Night --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       They Drive by Night --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   1.002255
Path Entropy(↓):  1.731757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by jack plotnick
Start Entity:     Jack Plotnick
Gold Answer:      [['Sam Pancake', 'Michael Stoyanov', 'Kali Rocha']]
Predicted Ans:    Sam Pancake
Predicted Path:   Jack Plotnick --[(INV) directed_by]--> Space Station 76 --[written_by]--> Sam Pancake
Path (Raw):       Jack Plotnick --[No Operation]--> Jack Plotnick --[(INV) directed_by]--> Space Station 76 --[written_by]--> Sam Pancake
Neg LogProb(↓):   0.717717
Path Entropy(↓):  0.823607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in gladiator
Start Entity:     Gladiator
Gold Answer:      [['French', 'English', 'Danish', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Gladiator --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> It's All About Love --[in_language]--> English
Path (Raw):       Gladiator --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> It's All About Love --[in_language]--> English
Neg LogProb(↓):   0.039197
Path Entropy(↓):  0.191579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of special bulletin
Start Entity:     Special Bulletin
Gold Answer:      [['Bruce Willis', 'Tom Cruise', 'Denzel Washington', 'Meg Ryan', 'Lou Diamond Phillips', 'Annette Bening', 'Tony Shalhoub', 'Ken Watanabe', 'Anthony Hopkins', 'Aidan Quinn', 'Matthew Broderick', 'Cary Elwes', 'Julia Ormond', 'Daniel Craig', 'Jamie Bell', 'Liev Schreiber', 'Christine Lahti', 'Leonardo DiCaprio', 'Theresa Saldana', 'Meg Tilly', 'Jennifer Connelly', 'Djimon Hounsou', 'Brad Pitt', 'Morgan Freeman']]
Predicted Ans:    Bruce Willis
Predicted Path:   Special Bulletin --[directed_by]--> Edward Zwick --[(INV) directed_by]--> The Siege --[starred_actors]--> Bruce Willis
Path (Raw):       Special Bulletin --[directed_by]--> Edward Zwick --[(INV) directed_by]--> The Siege --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.970732
Path Entropy(↓):  1.665185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was matt cimber the director for
Start Entity:     Matt Cimber
Gold Answer:      [['Butterfly', 'The Witch Who Came from the Sea']]
Predicted Ans:    The Witch Who Came from the Sea
Predicted Path:   Matt Cimber --[(INV) directed_by]--> The Witch Who Came from the Sea --[directed_by]--> Matt Cimber --[(INV) directed_by]--> The Witch Who Came from the Sea
Path (Raw):       Matt Cimber --[(INV) directed_by]--> The Witch Who Came from the Sea --[directed_by]--> Matt Cimber --[(INV) directed_by]--> The Witch Who Came from the Sea
Neg LogProb(↓):   0.293684
Path Entropy(↓):  0.765106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of stop! or my mom will shoot
Start Entity:     Stop! Or My Mom Will Shoot
Gold Answer:      [['Tomorrow Never Dies', 'Shoot to Kill', 'Ripley Under Ground', 'Air America', 'Terror Train', 'The 6th Day', 'And the Band Played On', 'Spinning Boris', 'The Best of Times']]
Predicted Ans:    The Best of Times
Predicted Path:   Stop! Or My Mom Will Shoot --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> The Best of Times
Path (Raw):       Stop! Or My Mom Will Shoot --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> The Best of Times --[No Operation]--> The Best of Times
Neg LogProb(↓):   1.122071
Path Entropy(↓):  1.674283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of monte walsh
Start Entity:     Monte Walsh
Gold Answer:      [['Jack Schaefer']]
Predicted Ans:    Jack Schaefer
Predicted Path:   Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Monte Walsh --[written_by]--> Jack Schaefer
Path (Raw):       Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Monte Walsh --[written_by]--> Jack Schaefer
Neg LogProb(↓):   0.593819
Path Entropy(↓):  0.694475
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote ashani sanket
Start Entity:     Ashani Sanket
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ashani Sanket --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[has_genre]--> Drama
Path (Raw):       Ashani Sanket --[written_by]--> Satyajit Ray --[(INV) written_by]--> Charulata --[has_genre]--> Drama
Neg LogProb(↓):   0.005047
Path Entropy(↓):  0.033188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by michael mcgowan
Start Entity:     Michael McGowan
Gold Answer:      [['Geneviève Bujold', 'James Cromwell', 'Joshua Jackson']]
Predicted Ans:    James Cromwell
Predicted Path:   Michael McGowan --[(INV) written_by]--> Still Mine --[starred_actors]--> James Cromwell
Path (Raw):       Michael McGowan --[No Operation]--> Michael McGowan --[(INV) written_by]--> Still Mine --[starred_actors]--> James Cromwell
Neg LogProb(↓):   0.458726
Path Entropy(↓):  1.076070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with palmetto in
Start Entity:     Palmetto
Gold Answer:      [['Chinese', 'Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   Palmetto --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       Palmetto --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.003429
Path Entropy(↓):  0.027919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for wake of the red witch
Start Entity:     Wake of the Red Witch
Gold Answer:      [['Edward Ludwig']]
Predicted Ans:    Edward Ludwig
Predicted Path:   Wake of the Red Witch --[directed_by]--> Edward Ludwig --[(INV) directed_by]--> Big Jim McLain --[directed_by]--> Edward Ludwig
Path (Raw):       Wake of the Red Witch --[directed_by]--> Edward Ludwig --[(INV) directed_by]--> Big Jim McLain --[directed_by]--> Edward Ludwig
Neg LogProb(↓):   0.003742
Path Entropy(↓):  0.024704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film godzilla, king of the monsters!
Start Entity:     Godzilla, King of the Monsters!
Gold Answer:      [['raymond burr', 'giant monster', 'kaiju', 'godzilla']]
Predicted Ans:    giant monster
Predicted Path:   Godzilla, King of the Monsters! --[has_tags]--> giant monster --[(INV) has_tags]--> Godzilla, King of the Monsters! --[has_tags]--> giant monster
Path (Raw):       Godzilla, King of the Monsters! --[has_tags]--> giant monster --[(INV) has_tags]--> Godzilla, King of the Monsters! --[has_tags]--> giant monster
Neg LogProb(↓):   0.062978
Path Entropy(↓):  0.290800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of swades
Start Entity:     Swades
Gold Answer:      [['2008']]
Predicted Ans:    2004
Predicted Path:   Swades --[written_by]--> Ashutosh Gowariker --[(INV) written_by]--> Swades --[release_year]--> 2004
Path (Raw):       Swades --[written_by]--> Ashutosh Gowariker --[(INV) written_by]--> Swades --[release_year]--> 2004
Neg LogProb(↓):   0.559635
Path Entropy(↓):  0.682911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of kerwin mathews starred movies
Start Entity:     Kerwin Mathews
Gold Answer:      [['John Gilling', 'Mark Atkins']]
Predicted Ans:    John Gilling
Predicted Path:   Kerwin Mathews --[(INV) starred_actors]--> The Pirates of Blood River --[written_by]--> John Gilling
Path (Raw):       Kerwin Mathews --[No Operation]--> Kerwin Mathews --[(INV) starred_actors]--> The Pirates of Blood River --[written_by]--> John Gilling
Neg LogProb(↓):   0.034845
Path Entropy(↓):  0.150366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the king's speech
Start Entity:     The King's Speech
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   The King's Speech --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Path (Raw):       The King's Speech --[directed_by]--> Tom Hooper --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Neg LogProb(↓):   1.424112
Path Entropy(↓):  1.533294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by scott hillenbrand
Start Entity:     Scott Hillenbrand
Gold Answer:      [['David Hillenbrand']]
Predicted Ans:    Scott Hillenbrand
Predicted Path:   Scott Hillenbrand --[(INV) directed_by]--> National Lampoon Presents Dorm Daze --[directed_by]--> Scott Hillenbrand
Path (Raw):       Scott Hillenbrand --[No Operation]--> Scott Hillenbrand --[(INV) directed_by]--> National Lampoon Presents Dorm Daze --[directed_by]--> Scott Hillenbrand
Neg LogProb(↓):   0.475679
Path Entropy(↓):  0.678081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did stan foster write
Start Entity:     Stan Foster
Gold Answer:      [['Woman Thou Art Loosed']]
Predicted Ans:    Woman Thou Art Loosed
Predicted Path:   Stan Foster --[(INV) written_by]--> Woman Thou Art Loosed --[written_by]--> Stan Foster --[(INV) written_by]--> Woman Thou Art Loosed
Path (Raw):       Stan Foster --[(INV) written_by]--> Woman Thou Art Loosed --[written_by]--> Stan Foster --[(INV) written_by]--> Woman Thou Art Loosed
Neg LogProb(↓):   0.035498
Path Entropy(↓):  0.151301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with william dear
Start Entity:     William Dear
Gold Answer:      [['Danny Bilson', 'Paul De Meo', 'Dave Stevens']]
Predicted Ans:    William Dear
Predicted Path:   William Dear --[(INV) written_by]--> The Rocketeer --[written_by]--> William Dear
Path (Raw):       William Dear --[No Operation]--> William Dear --[(INV) written_by]--> The Rocketeer --[written_by]--> William Dear
Neg LogProb(↓):   0.016822
Path Entropy(↓):  0.091874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by robin swicord
Start Entity:     Robin Swicord
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Robin Swicord --[(INV) directed_by]--> The Jane Austen Book Club --[release_year]--> 2007
Path (Raw):       Robin Swicord --[No Operation]--> Robin Swicord --[(INV) directed_by]--> The Jane Austen Book Club --[release_year]--> 2007
Neg LogProb(↓):   0.007280
Path Entropy(↓):  0.047221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in splitting heirs
Start Entity:     Splitting Heirs
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Splitting Heirs --[starred_actors]--> Rick Moranis --[(INV) starred_actors]--> Club Paradise --[has_genre]--> Comedy
Path (Raw):       Splitting Heirs --[starred_actors]--> Rick Moranis --[(INV) starred_actors]--> Club Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.688669
Path Entropy(↓):  1.142189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the saint in london
Start Entity:     The Saint in London
Gold Answer:      [['George Sanders']]
Predicted Ans:    George Sanders
Predicted Path:   The Saint in London --[starred_actors]--> George Sanders --[(INV) starred_actors]--> The Saint in London --[starred_actors]--> George Sanders
Path (Raw):       The Saint in London --[starred_actors]--> George Sanders --[(INV) starred_actors]--> The Saint in London --[starred_actors]--> George Sanders
Neg LogProb(↓):   0.007310
Path Entropy(↓):  0.048729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the somebody up there likes me director
Start Entity:     Somebody Up There Likes Me
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Somebody Up There Likes Me --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Path (Raw):       Somebody Up There Likes Me --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Neg LogProb(↓):   0.000137
Path Entropy(↓):  0.001532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by bob hoskins were in which languages
Start Entity:     Bob Hoskins
Gold Answer:      [['English', 'Irish']]
Predicted Ans:    English
Predicted Path:   Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Path (Raw):       Bob Hoskins --[No Operation]--> Bob Hoskins --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Neg LogProb(↓):   0.000185
Path Entropy(↓):  0.002085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film saw iv
Start Entity:     Saw IV
Gold Answer:      [['1995', '2009', '2008', '2005', '2010', '1991', '2006', '1986']]
Predicted Ans:    1995
Predicted Path:   Saw IV --[starred_actors]--> Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[release_year]--> 1995
Path (Raw):       Saw IV --[starred_actors]--> Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[release_year]--> 1995
Neg LogProb(↓):   1.420161
Path Entropy(↓):  2.485483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is alice in wonderland in
Start Entity:     Alice in Wonderland
Gold Answer:      [['Adventure', 'Fantasy']]
Predicted Ans:    Adventure
Predicted Path:   Alice in Wonderland --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       Alice in Wonderland --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   2.824756
Path Entropy(↓):  3.773216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of to sleep with anger
Start Entity:     To Sleep with Anger
Gold Answer:      [['Killer of Sheep', 'The Glass Shield']]
Predicted Ans:    To Sleep with Anger
Predicted Path:   To Sleep with Anger --[directed_by]--> Charles Burnett --[(INV) directed_by]--> To Sleep with Anger
Path (Raw):       To Sleep with Anger --[No Operation]--> To Sleep with Anger --[directed_by]--> Charles Burnett --[(INV) directed_by]--> To Sleep with Anger
Neg LogProb(↓):   0.077166
Path Entropy(↓):  0.287894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Brian backer appears in which movies
Start Entity:     Brian Backer
Gold Answer:      [['Moving Violations']]
Predicted Ans:    Moving Violations
Predicted Path:   Brian Backer --[(INV) starred_actors]--> Moving Violations --[starred_actors]--> Brian Backer --[(INV) starred_actors]--> Moving Violations
Path (Raw):       Brian Backer --[(INV) starred_actors]--> Moving Violations --[starred_actors]--> Brian Backer --[(INV) starred_actors]--> Moving Violations
Neg LogProb(↓):   0.046293
Path Entropy(↓):  0.184334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the holy girl are written by who
Start Entity:     The Holy Girl
Gold Answer:      [['Lucrecia Martel']]
Predicted Ans:    Lucrecia Martel
Predicted Path:   The Holy Girl --[directed_by]--> Lucrecia Martel --[(INV) directed_by]--> The Holy Girl --[written_by]--> Lucrecia Martel
Path (Raw):       The Holy Girl --[directed_by]--> Lucrecia Martel --[(INV) directed_by]--> The Holy Girl --[written_by]--> Lucrecia Martel
Neg LogProb(↓):   0.248546
Path Entropy(↓):  0.529387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of sublime starred who
Start Entity:     Sublime
Gold Answer:      [['Antonio Banderas', 'Sienna Guillory']]
Predicted Ans:    Tom Cavanagh
Predicted Path:   Sublime --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Sublime --[starred_actors]--> Tom Cavanagh
Path (Raw):       Sublime --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Sublime --[starred_actors]--> Tom Cavanagh
Neg LogProb(↓):   0.026756
Path Entropy(↓):  0.135061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described with film
Start Entity:     film
Gold Answer:      [["The Pervert's Guide to Ideology", 'The Canal', 'Side by Side']]
Predicted Ans:    The Canal
Predicted Path:   film --[(INV) has_tags]--> The Canal --[has_tags]--> film --[(INV) has_tags]--> The Canal
Path (Raw):       film --[(INV) has_tags]--> The Canal --[has_tags]--> film --[(INV) has_tags]--> The Canal
Neg LogProb(↓):   0.002861
Path Entropy(↓):  0.022282
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie waiting for guffman were in which languages
Start Entity:     Waiting for Guffman
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Waiting for Guffman --[written_by]--> Christopher Guest --[(INV) written_by]--> The Big Picture --[in_language]--> French
Path (Raw):       Waiting for Guffman --[written_by]--> Christopher Guest --[(INV) written_by]--> The Big Picture --[in_language]--> French
Neg LogProb(↓):   0.018042
Path Entropy(↓):  0.101467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter henri verneuil
Start Entity:     Henri Verneuil
Gold Answer:      [['Robert Hossein', 'Omar Sharif', 'Dyan Cannon']]
Predicted Ans:    Omar Sharif
Predicted Path:   Henri Verneuil --[(INV) written_by]--> The Burglars --[starred_actors]--> Omar Sharif
Path (Raw):       Henri Verneuil --[No Operation]--> Henri Verneuil --[(INV) written_by]--> The Burglars --[starred_actors]--> Omar Sharif
Neg LogProb(↓):   0.014002
Path Entropy(↓):  0.088128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed escape to witch mountain
Start Entity:     Escape to Witch Mountain
Gold Answer:      [['Ray Russell', 'George Franklin', 'Richard Matheson', 'Michael Vines', 'Burt Wetanson', 'Frederick Nolan']]
Predicted Ans:    Ray Russell
Predicted Path:   Escape to Witch Mountain --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus --[written_by]--> Ray Russell
Path (Raw):       Escape to Witch Mountain --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus --[written_by]--> Ray Russell
Neg LogProb(↓):   0.106518
Path Entropy(↓):  0.448011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in across the pacific
Start Entity:     Across the Pacific
Gold Answer:      [['Romance', 'Family', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Across the Pacific --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[has_genre]--> Drama
Path (Raw):       Across the Pacific --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[has_genre]--> Drama
Neg LogProb(↓):   2.112460
Path Entropy(↓):  2.807443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robert redford were in which genres
Start Entity:     Robert Redford
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Robert Redford --[(INV) starred_actors]--> Brubaker --[has_genre]--> Drama
Path (Raw):       Robert Redford --[No Operation]--> Robert Redford --[(INV) starred_actors]--> Brubaker --[has_genre]--> Drama
Neg LogProb(↓):   1.599819
Path Entropy(↓):  2.438823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the tiger and the snow were in which genres
Start Entity:     The Tiger and the Snow
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   The Tiger and the Snow --[directed_by]--> Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[has_genre]--> Comedy
Path (Raw):       The Tiger and the Snow --[directed_by]--> Roberto Benigni --[(INV) directed_by]--> Johnny Stecchino --[has_genre]--> Comedy
Neg LogProb(↓):   0.071426
Path Entropy(↓):  0.289626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the starving games
Start Entity:     The Starving Games
Gold Answer:      [['Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Jason Friedberg
Predicted Path:   The Starving Games --[written_by]--> Jason Friedberg --[(INV) written_by]--> Disaster Movie --[directed_by]--> Jason Friedberg
Path (Raw):       The Starving Games --[written_by]--> Jason Friedberg --[(INV) written_by]--> Disaster Movie --[directed_by]--> Jason Friedberg
Neg LogProb(↓):   0.615544
Path Entropy(↓):  1.156809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by john travis
Start Entity:     John Travis
Gold Answer:      [['Jake Weber', 'Haley Bennett', 'Chace Crawford']]
Predicted Ans:    Haley Bennett
Predicted Path:   John Travis --[(INV) written_by]--> The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett
Path (Raw):       John Travis --[No Operation]--> John Travis --[(INV) written_by]--> The Haunting of Molly Hartley --[starred_actors]--> Haley Bennett
Neg LogProb(↓):   0.044379
Path Entropy(↓):  0.186071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by rolling thunder screenwriters
Start Entity:     Rolling Thunder
Gold Answer:      [['Music', 'Sport', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Rolling Thunder --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession --[has_genre]--> Thriller
Path (Raw):       Rolling Thunder --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession --[has_genre]--> Thriller
Neg LogProb(↓):   0.411674
Path Entropy(↓):  1.129708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with mannequin in
Start Entity:     Mannequin
Gold Answer:      [['Swedish', 'Persian', 'English', 'German', 'Spanish']]
Predicted Ans:    Persian
Predicted Path:   Mannequin --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       Mannequin --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.650408
Path Entropy(↓):  0.799604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by reginald beck
Start Entity:     Reginald Beck
Gold Answer:      [['The Long Dark Hall']]
Predicted Ans:    The Long Dark Hall
Predicted Path:   Reginald Beck --[(INV) directed_by]--> The Long Dark Hall --[directed_by]--> Reginald Beck --[(INV) directed_by]--> The Long Dark Hall
Path (Raw):       Reginald Beck --[(INV) directed_by]--> The Long Dark Hall --[directed_by]--> Reginald Beck --[(INV) directed_by]--> The Long Dark Hall
Neg LogProb(↓):   0.465301
Path Entropy(↓):  0.660105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by giovanni ribisi
Start Entity:     giovanni ribisi
Gold Answer:      [['Avatar', 'The Other Sister', 'Heaven', 'The Big White', 'Lost in Translation']]
Predicted Ans:    The Other Sister
Predicted Path:   giovanni ribisi --[(INV) has_tags]--> The Other Sister --[has_tags]--> giovanni ribisi --[(INV) has_tags]--> The Other Sister
Path (Raw):       giovanni ribisi --[(INV) has_tags]--> The Other Sister --[has_tags]--> giovanni ribisi --[(INV) has_tags]--> The Other Sister
Neg LogProb(↓):   0.000906
Path Entropy(↓):  0.007888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film girl, positive
Start Entity:     Girl, Positive
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Girl, Positive --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Girl, Positive --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.281173
Path Entropy(↓):  4.644835
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by zoltan mucsi release
Start Entity:     Zoltán Mucsi
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Zoltán Mucsi --[(INV) starred_actors]--> Kontroll --[release_year]--> 2003
Path (Raw):       Zoltán Mucsi --[No Operation]--> Zoltán Mucsi --[(INV) starred_actors]--> Kontroll --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by gidi dar in
Start Entity:     Gidi Dar
Gold Answer:      [['Hebrew']]
Predicted Ans:    Hebrew
Predicted Path:   Gidi Dar --[(INV) directed_by]--> Ushpizin --[in_language]--> Hebrew
Path (Raw):       Gidi Dar --[No Operation]--> Gidi Dar --[(INV) directed_by]--> Ushpizin --[in_language]--> Hebrew
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film love and pain and the whole damn thing
Start Entity:     Love and Pain and the Whole Damn Thing
Gold Answer:      [['Dan Wakefield', 'David Giler', 'Lorenzo Semple Jr.', 'Loren Singer', 'William Styron', 'William Goldman', 'John Grisham', 'Alvin Sargent', 'James L. Brooks', 'John Nichols', 'Scott Turow', 'Carl Bernstein', 'Bob Woodward', 'Alan J. Pakula']]
Predicted Ans:    Alan J. Pakula
Predicted Path:   Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[written_by]--> Alan J. Pakula
Path (Raw):       Love and Pain and the Whole Damn Thing --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[written_by]--> Alan J. Pakula
Neg LogProb(↓):   1.003488
Path Entropy(↓):  1.735178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with matthew bright
Start Entity:     Matthew Bright
Gold Answer:      [['Richard Elfman']]
Predicted Ans:    Matthew Bright
Predicted Path:   Matthew Bright --[(INV) written_by]--> Freeway --[written_by]--> Matthew Bright
Path (Raw):       Matthew Bright --[No Operation]--> Matthew Bright --[(INV) written_by]--> Freeway --[written_by]--> Matthew Bright
Neg LogProb(↓):   0.013541
Path Entropy(↓):  0.079185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor jerzy kosinski acted together with who
Start Entity:     Jerzy Kosinski
Gold Answer:      [['Diane Keaton', 'Edward Herrmann', 'Warren Beatty']]
Predicted Ans:    Jerzy Kosinski
Predicted Path:   Jerzy Kosinski --[(INV) starred_actors]--> Reds --[starred_actors]--> Jerzy Kosinski
Path (Raw):       Jerzy Kosinski --[No Operation]--> Jerzy Kosinski --[(INV) starred_actors]--> Reds --[starred_actors]--> Jerzy Kosinski
Neg LogProb(↓):   0.123745
Path Entropy(↓):  0.436236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the story of marie and julien also directed which films
Start Entity:     The Story of Marie and Julien
Gold Answer:      [['Celine and Julie Go Boating', 'The Duchess of Langeais', 'The Nun', "L'amour fou", 'La Belle Noiseuse', 'Paris Belongs to Us']]
Predicted Ans:    La Belle Noiseuse
Predicted Path:   The Story of Marie and Julien --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> La Belle Noiseuse
Path (Raw):       The Story of Marie and Julien --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> La Belle Noiseuse --[No Operation]--> La Belle Noiseuse
Neg LogProb(↓):   0.057602
Path Entropy(↓):  0.264848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by hayden panettiere
Start Entity:     Hayden Panettiere
Gold Answer:      [['1998', '2009', '2010', '2004', '2011', '2007']]
Predicted Ans:    2004
Predicted Path:   Hayden Panettiere --[(INV) starred_actors]--> Raising Helen --[release_year]--> 2004
Path (Raw):       Hayden Panettiere --[No Operation]--> Hayden Panettiere --[(INV) starred_actors]--> Raising Helen --[release_year]--> 2004
Neg LogProb(↓):   0.144842
Path Entropy(↓):  0.569993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of dead man also directed which movies
Start Entity:     Dead Man
Gold Answer:      [['Broken Flowers', 'Permanent Vacation', 'Down by Law', 'The Limits of Control', 'Stranger Than Paradise', 'Night on Earth', 'Coffee and Cigarettes', 'Mystery Train', 'Only Lovers Left Alive']]
Predicted Ans:    Down by Law
Predicted Path:   Dead Man --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Down by Law
Path (Raw):       Dead Man --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Down by Law --[No Operation]--> Down by Law
Neg LogProb(↓):   0.760965
Path Entropy(↓):  1.423113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in la cage aux folles
Start Entity:     La Cage aux Folles
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   La Cage aux Folles --[starred_actors]--> Michel Serrault --[(INV) starred_actors]--> Deadly Circuit --[in_language]--> French
Path (Raw):       La Cage aux Folles --[starred_actors]--> Michel Serrault --[(INV) starred_actors]--> Deadly Circuit --[in_language]--> French
Neg LogProb(↓):   0.030188
Path Entropy(↓):  0.134677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with lucky them fall under
Start Entity:     Lucky Them
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lucky Them --[directed_by]--> Megan Griffiths --[(INV) directed_by]--> Eden --[has_genre]--> Drama
Path (Raw):       Lucky Them --[directed_by]--> Megan Griffiths --[(INV) directed_by]--> Eden --[has_genre]--> Drama
Neg LogProb(↓):   0.693148
Path Entropy(↓):  0.693159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by little fauss and big halsy actors release
Start Entity:     Little Fauss and Big Halsy
Gold Answer:      [['1980', '1992', '1993', '1985', '1967', '1979', '1974', '1984', '1977', '2007', '1998', '1973', '1994', '1976', '1972', '2001', '1990', '1989', '1996', '2012', '1986', '2013', '1978', '1949', '1997', '1975', '1966', '2005', '1965', '1969']]
Predicted Ans:    1969
Predicted Path:   Little Fauss and Big Halsy --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Path (Raw):       Little Fauss and Big Halsy --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Neg LogProb(↓):   1.612693
Path Entropy(↓):  2.623762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by george roy hill
Start Entity:     george roy hill
Gold Answer:      [['A Little Romance', 'Butch Cassidy and the Sundance Kid', 'The Sting', 'Thoroughly Modern Millie', 'Funny Farm', 'The World According to Garp', 'Toys in the Attic', 'Slaughterhouse-Five', 'The World of Henry Orient', 'Slap Shot']]
Predicted Ans:    A Little Romance
Predicted Path:   george roy hill --[(INV) has_tags]--> A Little Romance --[has_tags]--> george roy hill --[(INV) has_tags]--> A Little Romance
Path (Raw):       george roy hill --[(INV) has_tags]--> A Little Romance --[has_tags]--> george roy hill --[(INV) has_tags]--> A Little Romance
Neg LogProb(↓):   0.597787
Path Entropy(↓):  1.081614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in ploy also appears in which films
Start Entity:     Ploy
Gold Answer:      [['Shutter']]
Predicted Ans:    Shutter
Predicted Path:   Ploy --[starred_actors]--> Ananda Everingham --[(INV) starred_actors]--> Shutter
Path (Raw):       Ploy --[starred_actors]--> Ananda Everingham --[No Operation]--> Ananda Everingham --[(INV) starred_actors]--> Shutter
Neg LogProb(↓):   0.005235
Path Entropy(↓):  0.036100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did patrick malahide star in
Start Entity:     Patrick Malahide
Gold Answer:      [['The 39 Steps', 'A Month in the Country']]
Predicted Ans:    The 39 Steps
Predicted Path:   Patrick Malahide --[(INV) starred_actors]--> The 39 Steps --[starred_actors]--> Patrick Malahide --[(INV) starred_actors]--> The 39 Steps
Path (Raw):       Patrick Malahide --[(INV) starred_actors]--> The 39 Steps --[starred_actors]--> Patrick Malahide --[(INV) starred_actors]--> The 39 Steps
Neg LogProb(↓):   1.577846
Path Entropy(↓):  1.638647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by arnold stang release
Start Entity:     Arnold Stang
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Arnold Stang --[(INV) starred_actors]--> The Man with the Golden Arm --[release_year]--> 1955
Path (Raw):       Arnold Stang --[No Operation]--> Arnold Stang --[(INV) starred_actors]--> The Man with the Golden Arm --[release_year]--> 1955
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by green lantern actors
Start Entity:     Green Lantern
Gold Answer:      [['David Soren', 'Adam Brooks', 'Kimberly Peirce', 'Sanaa Hamri', 'Anne Fletcher', 'Marjane Satrapi', 'Daniel Espinosa', 'Rawson Marshall Thurber', 'Chris Sanders', 'Diarmuid Lawrence', 'Guy Ritchie', 'Rob McKittrick', 'Eran Creevy', 'William Phillips', 'Oliver Stone', 'Kelly Reichardt', 'Joe Carnahan', 'Dennis Lee', 'Tomas Alfredson', 'Ridley Scott', 'Roger Kumble', 'Robert Schwentke', 'Bill Condon', 'John August', 'Rodrigo Cortés', 'Walt Becker', 'Ryan Fleck', 'Anna Boden', 'Douglas McGrath', 'David Dobkin', 'Rob Epstein', 'Pete Travis', 'Wayne Wang', 'Jeffrey Friedman', 'Nae Caranfil', 'Arthur Penn', 'Eric Steven Stahl', 'Clarence Brown', 'Sam Mendes', 'James Ivory', 'Billy Ray', 'Marcos Siega']]
Predicted Ans:    Bill Condon
Predicted Path:   Green Lantern --[starred_actors]--> Peter Sarsgaard --[(INV) starred_actors]--> Kinsey --[directed_by]--> Bill Condon
Path (Raw):       Green Lantern --[starred_actors]--> Peter Sarsgaard --[(INV) starred_actors]--> Kinsey --[directed_by]--> Bill Condon
Neg LogProb(↓):   0.671369
Path Entropy(↓):  1.101079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film bad boys
Start Entity:     Bad Boys
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Bad Boys --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Bad Boys --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.804994
Path Entropy(↓):  5.297852
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of homegrown
Start Entity:     Homegrown
Gold Answer:      [['Stephen Gyllenhaal']]
Predicted Ans:    Stephen Gyllenhaal
Predicted Path:   Homegrown --[written_by]--> Stephen Gyllenhaal --[(INV) written_by]--> Homegrown --[directed_by]--> Stephen Gyllenhaal
Path (Raw):       Homegrown --[written_by]--> Stephen Gyllenhaal --[(INV) written_by]--> Homegrown --[directed_by]--> Stephen Gyllenhaal
Neg LogProb(↓):   0.068458
Path Entropy(↓):  0.273547
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by aldo lado
Start Entity:     Aldo Lado
Gold Answer:      [['Ingrid Thulin', 'Barbara Bach', 'Jean Sorel']]
Predicted Ans:    Jean Sorel
Predicted Path:   Aldo Lado --[(INV) written_by]--> Short Night of Glass Dolls --[starred_actors]--> Jean Sorel
Path (Raw):       Aldo Lado --[No Operation]--> Aldo Lado --[(INV) written_by]--> Short Night of Glass Dolls --[starred_actors]--> Jean Sorel
Neg LogProb(↓):   0.000605
Path Entropy(↓):  0.005410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of hunger is also the director of which movies
Start Entity:     Hunger
Gold Answer:      [['Pan', '12 Years a Slave', 'Shame']]
Predicted Ans:    Shame
Predicted Path:   Hunger --[directed_by]--> Steve McQueen --[(INV) directed_by]--> Shame
Path (Raw):       Hunger --[directed_by]--> Steve McQueen --[(INV) directed_by]--> Shame --[No Operation]--> Shame
Neg LogProb(↓):   0.111415
Path Entropy(↓):  0.418439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the accused is also the director of which films
Start Entity:     The Accused
Gold Answer:      [['Project X', 'Brokedown Palace', 'Love Field', 'Immediate Family', 'Unlawful Entry', 'Bad Girls', 'Over the Edge', 'The Slams', 'Heart Like a Wheel']]
Predicted Ans:    The Accused
Predicted Path:   The Accused --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused
Path (Raw):       The Accused --[No Operation]--> The Accused --[directed_by]--> Jonathan Kaplan --[(INV) directed_by]--> The Accused
Neg LogProb(↓):   1.447815
Path Entropy(↓):  2.205029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of the terrorist also starred in which movies
Start Entity:     The Terrorist
Gold Answer:      [['Loins of Punjab Presents']]
Predicted Ans:    The Terrorist
Predicted Path:   The Terrorist --[starred_actors]--> K. Krishna --[(INV) starred_actors]--> The Terrorist
Path (Raw):       The Terrorist --[starred_actors]--> K. Krishna --[No Operation]--> K. Krishna --[(INV) starred_actors]--> The Terrorist
Neg LogProb(↓):   0.005011
Path Entropy(↓):  0.034265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by the director of rembrandt starred who
Start Entity:     Rembrandt
Gold Answer:      [['Diana Wynyard', 'Sabu', 'Conrad Veidt', 'Benita Hume', 'Douglas Fairbanks', 'Paulette Goddard', 'Vivien Leigh', 'Rupert Everett', 'Minnie Driver', 'Cate Blanchett', 'Laurence Olivier', 'Alan Mowbray', 'Loretta Young', 'John Justin', 'Michael Wilding', 'Hugh Williams', 'Merle Oberon', 'Richard Tucker', 'Alice Joyce', 'June Duprez']]
Predicted Ans:    Cate Blanchett
Predicted Path:   Rembrandt --[directed_by]--> Alexander Korda --[(INV) directed_by]--> An Ideal Husband --[starred_actors]--> Cate Blanchett
Path (Raw):       Rembrandt --[directed_by]--> Alexander Korda --[(INV) directed_by]--> An Ideal Husband --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   0.294127
Path Entropy(↓):  0.972853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of love streams
Start Entity:     Love Streams
Gold Answer:      [['The Incubus', 'Husbands', 'Mikey and Nicky', 'The Killers', 'Opening Night', 'Two-Minute Warning', 'Edge of the City', "Rosemary's Baby", 'Brass Target', 'Tempest', 'The Fury']]
Predicted Ans:    The Killers
Predicted Path:   Love Streams --[directed_by]--> John Cassavetes --[(INV) starred_actors]--> The Killers
Path (Raw):       Love Streams --[No Operation]--> Love Streams --[directed_by]--> John Cassavetes --[(INV) starred_actors]--> The Killers
Neg LogProb(↓):   0.431497
Path Entropy(↓):  1.071005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film beyond
Start Entity:     Beyond
Gold Answer:      [['2009', '2007', '2014', '2012', '2011', '2013']]
Predicted Ans:    2009
Predicted Path:   Beyond --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[release_year]--> 2009
Path (Raw):       Beyond --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[release_year]--> 2009
Neg LogProb(↓):   0.691386
Path Entropy(↓):  1.429631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by roshan seth in
Start Entity:     Roshan Seth
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Roshan Seth --[(INV) starred_actors]--> Mississippi Masala --[has_genre]--> Drama
Path (Raw):       Roshan Seth --[No Operation]--> Roshan Seth --[(INV) starred_actors]--> Mississippi Masala --[has_genre]--> Drama
Neg LogProb(↓):   0.118668
Path Entropy(↓):  0.352104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by mark bomback were in which genres
Start Entity:     Mark Bomback
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Mark Bomback --[(INV) written_by]--> Unstoppable --[has_genre]--> Thriller
Path (Raw):       Mark Bomback --[No Operation]--> Mark Bomback --[(INV) written_by]--> Unstoppable --[has_genre]--> Thriller
Neg LogProb(↓):   0.904637
Path Entropy(↓):  1.571661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by lynn riggs
Start Entity:     Lynn Riggs
Gold Answer:      [['1955', '1936']]
Predicted Ans:    1955
Predicted Path:   Lynn Riggs --[(INV) written_by]--> Oklahoma! --[release_year]--> 1955
Path (Raw):       Lynn Riggs --[No Operation]--> Lynn Riggs --[(INV) written_by]--> Oklahoma! --[release_year]--> 1955
Neg LogProb(↓):   0.020321
Path Entropy(↓):  0.098490
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the cabinet of caligari
Start Entity:     The Cabinet of Caligari
Gold Answer:      [['Vera Miles', 'Hugh Bonneville', 'John Gavin', 'Anthony Perkins', 'Robert Loggia', 'Judi Meredith', 'Hayden Rorke', 'Barbara Stanwyck', 'Burgess Meredith', 'Patrick Wymark', 'Margaret Johnston', 'Beverly Adams', 'Peter Cushing', 'Christopher Lee', 'Diane Baker', 'Ian McKellen', 'Jack Palance', 'Joan Crawford', 'Natasha Richardson', 'Robert Taylor', 'Sarah Roemer', 'Janet Leigh', 'Meg Tilly', 'Denholm Elliott', 'Nyree Dawn Porter']]
Predicted Ans:    Vera Miles
Predicted Path:   The Cabinet of Caligari --[written_by]--> Robert Bloch --[(INV) written_by]--> Psycho --[starred_actors]--> Vera Miles
Path (Raw):       The Cabinet of Caligari --[written_by]--> Robert Bloch --[(INV) written_by]--> Psycho --[starred_actors]--> Vera Miles
Neg LogProb(↓):   1.367254
Path Entropy(↓):  2.301656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of welcome to sarajevo
Start Entity:     Welcome to Sarajevo
Gold Answer:      [['Michael Winterbottom']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   Welcome to Sarajevo --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Path (Raw):       Welcome to Sarajevo --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Neg LogProb(↓):   0.218885
Path Entropy(↓):  0.720126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by andrew bergman in
Start Entity:     Andrew Bergman
Gold Answer:      [['Drama', 'Biography', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Andrew Bergman --[(INV) directed_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Path (Raw):       Andrew Bergman --[No Operation]--> Andrew Bergman --[(INV) directed_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Neg LogProb(↓):   0.013661
Path Entropy(↓):  0.080652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of honor among lovers is also the director of which films
Start Entity:     Honor Among Lovers
Gold Answer:      [['The Last of Mrs. Cheyney', 'The Bride Wore Red', 'Dance, Girl, Dance', 'Christopher Strong', "Craig's Wife"]]
Predicted Ans:    The Last of Mrs. Cheyney
Predicted Path:   Honor Among Lovers --[directed_by]--> Dorothy Arzner --[(INV) directed_by]--> The Last of Mrs. Cheyney
Path (Raw):       Honor Among Lovers --[directed_by]--> Dorothy Arzner --[(INV) directed_by]--> The Last of Mrs. Cheyney --[No Operation]--> The Last of Mrs. Cheyney
Neg LogProb(↓):   0.194555
Path Entropy(↓):  0.570045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of takako matsu starred movies
Start Entity:     Takako Matsu
Gold Answer:      [['Shunji Iwai']]
Predicted Ans:    Shunji Iwai
Predicted Path:   Takako Matsu --[(INV) starred_actors]--> April Story --[written_by]--> Shunji Iwai
Path (Raw):       Takako Matsu --[No Operation]--> Takako Matsu --[(INV) starred_actors]--> April Story --[written_by]--> Shunji Iwai
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the boys of st. vincent
Start Entity:     The Boys of St. Vincent
Gold Answer:      [['1995']]
Predicted Ans:    1992
Predicted Path:   The Boys of St. Vincent --[directed_by]--> John N. Smith --[(INV) directed_by]--> The Boys of St. Vincent --[release_year]--> 1992
Path (Raw):       The Boys of St. Vincent --[directed_by]--> John N. Smith --[(INV) directed_by]--> The Boys of St. Vincent --[release_year]--> 1992
Neg LogProb(↓):   0.263733
Path Entropy(↓):  0.546112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriter wrote the script for the poseidon adventure
Start Entity:     The Poseidon Adventure
Gold Answer:      [['Paul Gallico']]
Predicted Ans:    Paul Gallico
Predicted Path:   The Poseidon Adventure --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[written_by]--> Paul Gallico
Path (Raw):       The Poseidon Adventure --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[written_by]--> Paul Gallico
Neg LogProb(↓):   0.938054
Path Entropy(↓):  1.054476
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with robert clouse
Start Entity:     robert clouse
Gold Answer:      [['Enter the Dragon', 'Game of Death']]
Predicted Ans:    Game of Death
Predicted Path:   robert clouse --[(INV) has_tags]--> Game of Death --[written_by]--> Robert Clouse --[(INV) written_by]--> Game of Death
Path (Raw):       robert clouse --[(INV) has_tags]--> Game of Death --[written_by]--> Robert Clouse --[(INV) written_by]--> Game of Death
Neg LogProb(↓):   0.000682
Path Entropy(↓):  0.005909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in kuffs
Start Entity:     Kuffs
Gold Answer:      [['Milla Jovovich', 'Christian Slater']]
Predicted Ans:    Christian Slater
Predicted Path:   Kuffs --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Kuffs --[starred_actors]--> Christian Slater
Path (Raw):       Kuffs --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Kuffs --[starred_actors]--> Christian Slater
Neg LogProb(↓):   0.307961
Path Entropy(↓):  0.876218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by conrad veidt
Start Entity:     Conrad Veidt
Gold Answer:      [['Arthur Wimperis', 'Donald Ogden Stewart', 'Grace Zaring Stone', 'Edward Childs Carpenter', 'Laurence Gross', 'Francis de Croisset', 'Emeric Pressburger', 'Victor Hugo']]
Predicted Ans:    Emeric Pressburger
Predicted Path:   Conrad Veidt --[(INV) starred_actors]--> The Spy in Black --[written_by]--> Emeric Pressburger
Path (Raw):       Conrad Veidt --[No Operation]--> Conrad Veidt --[(INV) starred_actors]--> The Spy in Black --[written_by]--> Emeric Pressburger
Neg LogProb(↓):   0.167734
Path Entropy(↓):  0.586123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in scenic route
Start Entity:     Scenic Route
Gold Answer:      [['Jordan Roberts', 'Michelle Wildgen', 'Shana Feste', 'David Weissman', 'David Diamond', 'Roberto Orci', 'Alex Kurtzman']]
Predicted Ans:    David Weissman
Predicted Path:   Scenic Route --[starred_actors]--> Josh Duhamel --[(INV) starred_actors]--> When in Rome --[written_by]--> David Weissman
Path (Raw):       Scenic Route --[starred_actors]--> Josh Duhamel --[(INV) starred_actors]--> When in Rome --[written_by]--> David Weissman
Neg LogProb(↓):   0.044623
Path Entropy(↓):  0.242451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the immigrant
Start Entity:     The Immigrant
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Immigrant --[written_by]--> James Gray --[(INV) written_by]--> Two Lovers --[has_genre]--> Drama
Path (Raw):       The Immigrant --[written_by]--> James Gray --[(INV) written_by]--> Two Lovers --[has_genre]--> Drama
Neg LogProb(↓):   0.256845
Path Entropy(↓):  0.837650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by noel clarke were directed by who
Start Entity:     Noel Clarke
Gold Answer:      [['Menhaj Huda']]
Predicted Ans:    Noel Clarke
Predicted Path:   Noel Clarke --[(INV) directed_by]--> Adulthood --[directed_by]--> Noel Clarke
Path (Raw):       Noel Clarke --[No Operation]--> Noel Clarke --[(INV) directed_by]--> Adulthood --[directed_by]--> Noel Clarke
Neg LogProb(↓):   0.571847
Path Entropy(↓):  0.700396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by the director of the moth diaries starred who
Start Entity:     The Moth Diaries
Gold Answer:      [['Jared Harris', 'Lili Taylor', 'Josh Lucas', 'Christian Bale', 'Martha Plimpton', 'Justin Theroux']]
Predicted Ans:    Lili Taylor
Predicted Path:   The Moth Diaries --[directed_by]--> Mary Harron --[(INV) directed_by]--> I Shot Andy Warhol --[starred_actors]--> Lili Taylor
Path (Raw):       The Moth Diaries --[directed_by]--> Mary Harron --[(INV) directed_by]--> I Shot Andy Warhol --[starred_actors]--> Lili Taylor
Neg LogProb(↓):   0.011379
Path Entropy(↓):  0.069510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the missionary writers
Start Entity:     The Missionary
Gold Answer:      [['Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Missionary --[written_by]--> Michael Palin --[(INV) written_by]--> The Missionary --[has_genre]--> Comedy
Path (Raw):       The Missionary --[written_by]--> Michael Palin --[(INV) written_by]--> The Missionary --[has_genre]--> Comedy
Neg LogProb(↓):   0.002082
Path Entropy(↓):  0.015044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote coraline
Start Entity:     Coraline
Gold Answer:      [['Graham Baker', 'Michael Apted', 'Robert Zemeckis', 'Matthew Vaughn', 'Neil Gaiman']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Coraline --[written_by]--> Neil Gaiman --[(INV) written_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Path (Raw):       Coraline --[written_by]--> Neil Gaiman --[(INV) written_by]--> Beowulf --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.041138
Path Entropy(↓):  0.200922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by sngmoo lee released
Start Entity:     Sngmoo Lee
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Sngmoo Lee --[(INV) directed_by]--> The Warrior's Way --[release_year]--> 2010
Path (Raw):       Sngmoo Lee --[No Operation]--> Sngmoo Lee --[(INV) directed_by]--> The Warrior's Way --[release_year]--> 2010
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie once upon a time in mexico
Start Entity:     Once Upon a Time in Mexico
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '2015', '2007', '1998', '1933', '1951', '2010', '2004', '2014', '1994', '1956', '1995', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '1997', '2005', '1999', '1986']]
Predicted Ans:    2002
Predicted Path:   Once Upon a Time in Mexico --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[release_year]--> 2002
Path (Raw):       Once Upon a Time in Mexico --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[release_year]--> 2002
Neg LogProb(↓):   1.714413
Path Entropy(↓):  2.474146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of her highness and the bellboy
Start Entity:     Her Highness and the Bellboy
Gold Answer:      [['Julie Andrews', 'Harold Lloyd', 'Baby Peggy', 'Adolphe Menjou', 'Shirley Temple', 'Guy Kibbee', 'Joel McCrea', 'Buddy Ebsen', 'Dorothy Dell', 'Donald Crisp', 'Edward G. Robinson', 'Paul Frankeur', 'Laurent Terzieff', 'Tony Curtis', 'Verree Teasdale', 'Walter Matthau', 'Bob Newhart', 'Robert Armstrong', 'Fay Wray', 'Leslie Banks', 'Ann Sothern', 'Humphrey Bogart']]
Predicted Ans:    Laurent Terzieff
Predicted Path:   Her Highness and the Bellboy --[written_by]--> Richard Connell --[(INV) written_by]--> The Milky Way --[starred_actors]--> Laurent Terzieff
Path (Raw):       Her Highness and the Bellboy --[written_by]--> Richard Connell --[(INV) written_by]--> The Milky Way --[starred_actors]--> Laurent Terzieff
Neg LogProb(↓):   0.455533
Path Entropy(↓):  0.963708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of winter sleep
Start Entity:     Winter Sleep
Gold Answer:      [['Ebru Ceylan', 'Nuri Bilge Ceylan']]
Predicted Ans:    Ebru Ceylan
Predicted Path:   Winter Sleep --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Climates --[starred_actors]--> Ebru Ceylan
Path (Raw):       Winter Sleep --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Climates --[starred_actors]--> Ebru Ceylan
Neg LogProb(↓):   0.047138
Path Entropy(↓):  0.198889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did pam ferris act in
Start Entity:     Pam Ferris
Gold Answer:      [['Meantime']]
Predicted Ans:    The Legend of 1900
Predicted Path:   Pam Ferris --[(INV) starred_actors]--> Meantime --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900
Path (Raw):       Pam Ferris --[(INV) starred_actors]--> Meantime --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> The Legend of 1900
Neg LogProb(↓):   0.122851
Path Entropy(↓):  0.472308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote the loss of sexual innocence
Start Entity:     The Loss of Sexual Innocence
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The Loss of Sexual Innocence --[written_by]--> Mike Figgis --[(INV) written_by]--> One Night Stand --[has_genre]--> Drama
Path (Raw):       The Loss of Sexual Innocence --[written_by]--> Mike Figgis --[(INV) written_by]--> One Night Stand --[has_genre]--> Drama
Neg LogProb(↓):   0.525909
Path Entropy(↓):  0.799760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did amza pellea write the story for
Start Entity:     Amza Pellea
Gold Answer:      [['Uncle Marin, the Billionaire']]
Predicted Ans:    Uncle Marin, the Billionaire
Predicted Path:   Amza Pellea --[(INV) written_by]--> Uncle Marin, the Billionaire --[written_by]--> Eugen Burada --[(INV) written_by]--> Uncle Marin, the Billionaire
Path (Raw):       Amza Pellea --[(INV) written_by]--> Uncle Marin, the Billionaire --[written_by]--> Eugen Burada --[(INV) written_by]--> Uncle Marin, the Billionaire
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of filth
Start Entity:     Filth
Gold Answer:      [['Ewen Bremner', 'Nonso Anozie', 'Jonny Lee Miller', 'Ewan McGregor', 'Kevin McKidd']]
Predicted Ans:    Nonso Anozie
Predicted Path:   Filth --[written_by]--> Jon S. Baird --[(INV) written_by]--> Cass --[starred_actors]--> Nonso Anozie
Path (Raw):       Filth --[written_by]--> Jon S. Baird --[(INV) written_by]--> Cass --[starred_actors]--> Nonso Anozie
Neg LogProb(↓):   0.041524
Path Entropy(↓):  0.170233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the weather man
Start Entity:     The Weather Man
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Weather Man --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       The Weather Man --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   1.468613
Path Entropy(↓):  1.626310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does virginia bruce appear in
Start Entity:     Virginia Bruce
Gold Answer:      [['There Goes My Heart', 'Born to Dance', 'Kongo']]
Predicted Ans:    Anthony Adverse
Predicted Path:   Virginia Bruce --[(INV) starred_actors]--> There Goes My Heart --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Anthony Adverse
Path (Raw):       Virginia Bruce --[(INV) starred_actors]--> There Goes My Heart --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Anthony Adverse
Neg LogProb(↓):   0.086943
Path Entropy(↓):  0.360757
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by miles millar
Start Entity:     Miles Millar
Gold Answer:      [['Jackie Chan', 'Timothy Olyphant', 'Teresa Palmer', 'James Franco', 'Owen Wilson', 'Alex Pettyfer', 'Dianna Agron', 'Kirsten Dunst', 'Tobey Maguire']]
Predicted Ans:    James Franco
Predicted Path:   Miles Millar --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Path (Raw):       Miles Millar --[No Operation]--> Miles Millar --[(INV) written_by]--> Spider-Man 2 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by cleanskin actors release
Start Entity:     Cleanskin
Gold Answer:      [['1980', '1946', '2003', '1992', '2006', '1935', '1974', '1977', '2007', '2010', '2004', '1982', '1994', '1971', '2001', '1990', '2012', '2011', '1988', '2000', '1997', '1975', '1966', '1950', '2005', '1986']]
Predicted Ans:    1974
Predicted Path:   Cleanskin --[starred_actors]--> Charlotte Rampling --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Path (Raw):       Cleanskin --[starred_actors]--> Charlotte Rampling --[(INV) starred_actors]--> Zardoz --[release_year]--> 1974
Neg LogProb(↓):   1.289192
Path Entropy(↓):  1.806447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the english patient also wrote movies
Start Entity:     The English Patient
Gold Answer:      [['Nine', 'Cold Mountain', 'The Talented Mr. Ripley', 'Breaking and Entering']]
Predicted Ans:    Breaking and Entering
Predicted Path:   The English Patient --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering
Path (Raw):       The English Patient --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[No Operation]--> Breaking and Entering
Neg LogProb(↓):   0.120353
Path Entropy(↓):  0.381002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed dark and stormy night
Start Entity:     Dark and Stormy Night
Gold Answer:      [['Larry Blamire']]
Predicted Ans:    Larry Blamire
Predicted Path:   Dark and Stormy Night --[directed_by]--> Larry Blamire --[(INV) directed_by]--> Dark and Stormy Night --[directed_by]--> Larry Blamire
Path (Raw):       Dark and Stormy Night --[directed_by]--> Larry Blamire --[(INV) directed_by]--> Dark and Stormy Night --[directed_by]--> Larry Blamire
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by patricia broderick were released in which years
Start Entity:     Patricia Broderick
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Patricia Broderick --[(INV) written_by]--> Infinity --[release_year]--> 1996
Path (Raw):       Patricia Broderick --[No Operation]--> Patricia Broderick --[(INV) written_by]--> Infinity --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is the conrad boys
Start Entity:     The Conrad Boys
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Conrad Boys --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Conrad Boys --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.550657
Path Entropy(↓):  4.645585
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was eric red the writer of
Start Entity:     Eric Red
Gold Answer:      [['The Hitcher', 'Bad Moon', 'Near Dark', '100 Feet', 'Body Parts', 'Cohen and Tate']]
Predicted Ans:    Bad Moon
Predicted Path:   Eric Red --[(INV) written_by]--> Bad Moon --[written_by]--> Eric Red --[(INV) written_by]--> Bad Moon
Path (Raw):       Eric Red --[(INV) written_by]--> Bad Moon --[written_by]--> Eric Red --[(INV) written_by]--> Bad Moon
Neg LogProb(↓):   0.543725
Path Entropy(↓):  0.813696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed envy
Start Entity:     Envy
Gold Answer:      [['Bruce Willis', 'Dustin Hoffman', 'Tom Cruise', 'Michael Gambon', 'Annette Bening', 'Valeria Golino', 'Robert De Niro', 'Glenn Close', 'Harvey Keitel', 'Nicolette Krebitz', 'Jutta Hoffmann', 'Christian Slater', 'Sean Penn', 'Billy Bob Thornton', 'Warren Beatty', 'Barry McEvoy', 'Robert Redford', 'Jasmin Tabatabai', 'Demi Moore', 'Robin Williams', 'Michael Douglas', 'Ben Kingsley', 'Christopher Walken', 'Barbara Hershey', 'Kim Basinger', 'Danny DeVito', 'Cate Blanchett', 'Robert Duvall', 'Sharon Stone', 'Laura Linney', 'Lewis Black', 'Anne Heche', 'Katja Riemann', 'Donald Sutherland', 'Samuel L. Jackson', 'Denis Leary', 'Richard Dreyfuss', 'Joan Cusack', 'Al Pacino', 'Joe Pesci', 'Catherine Keener', 'Robin Wright']]
Predicted Ans:    Robin Williams
Predicted Path:   Envy --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Good Morning, Vietnam --[starred_actors]--> Robin Williams
Path (Raw):       Envy --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Good Morning, Vietnam --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.670444
Path Entropy(↓):  1.244061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie zanjeer were released in which years
Start Entity:     Zanjeer
Gold Answer:      [['1978', '2000', '1975', '2009', '2007', '2001', '2003', '2005', '2006', '2002', '1977']]
Predicted Ans:    2001
Predicted Path:   Zanjeer --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Kabhi Khushi Kabhie Gham... --[release_year]--> 2001
Path (Raw):       Zanjeer --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Kabhi Khushi Kabhie Gham... --[release_year]--> 2001
Neg LogProb(↓):   0.174633
Path Entropy(↓):  0.700070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote dracula 3d
Start Entity:     Dracula 3D
Gold Answer:      [['Western', 'Drama', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Dracula 3D --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Path (Raw):       Dracula 3D --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.474945
Path Entropy(↓):  1.306309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the answer man starred which actors
Start Entity:     The Answer Man
Gold Answer:      [['Lauren Graham', 'Lou Taylor Pucci', 'Jeff Daniels']]
Predicted Ans:    Lou Taylor Pucci
Predicted Path:   The Answer Man --[starred_actors]--> Lou Taylor Pucci --[(INV) starred_actors]--> Carriers --[starred_actors]--> Lou Taylor Pucci
Path (Raw):       The Answer Man --[starred_actors]--> Lou Taylor Pucci --[(INV) starred_actors]--> Carriers --[starred_actors]--> Lou Taylor Pucci
Neg LogProb(↓):   0.681163
Path Entropy(↓):  1.024530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of chinese puzzle
Start Entity:     Chinese Puzzle
Gold Answer:      [['Paris', 'Family Resemblances', "When the Cat's Away", 'Russian Dolls']]
Predicted Ans:    Family Resemblances
Predicted Path:   Chinese Puzzle --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> Family Resemblances
Path (Raw):       Chinese Puzzle --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> Family Resemblances --[No Operation]--> Family Resemblances
Neg LogProb(↓):   0.915563
Path Entropy(↓):  1.351424
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of flawless
Start Entity:     Flawless
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Flawless --[directed_by]--> Michael Radford --[(INV) directed_by]--> The Merchant of Venice --[has_genre]--> Drama
Path (Raw):       Flawless --[directed_by]--> Michael Radford --[(INV) directed_by]--> The Merchant of Venice --[has_genre]--> Drama
Neg LogProb(↓):   1.384325
Path Entropy(↓):  1.443720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film silk
Start Entity:     Silk
Gold Answer:      [['japan', 'michael pitt', 'keira knightley']]
Predicted Ans:    barbet schroeder
Predicted Path:   Silk --[has_tags]--> michael pitt --[(INV) has_tags]--> Murder by Numbers --[has_tags]--> barbet schroeder
Path (Raw):       Silk --[has_tags]--> michael pitt --[(INV) has_tags]--> Murder by Numbers --[has_tags]--> barbet schroeder
Neg LogProb(↓):   0.035938
Path Entropy(↓):  0.175504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of the muse starred who
Start Entity:     The Muse
Gold Answer:      [['Albert Brooks', 'Kathryn Harrold', 'Brendan Fraser', 'Bruno Kirby', 'Julie Hagerty']]
Predicted Ans:    Albert Brooks
Predicted Path:   The Muse --[written_by]--> Albert Brooks --[(INV) written_by]--> Defending Your Life --[starred_actors]--> Albert Brooks
Path (Raw):       The Muse --[written_by]--> Albert Brooks --[(INV) written_by]--> Defending Your Life --[starred_actors]--> Albert Brooks
Neg LogProb(↓):   0.033724
Path Entropy(↓):  0.162487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by hugo weaving
Start Entity:     Hugo Weaving
Gold Answer:      [['1998', '2009', '2001', '2008', '2005', '1991', '1999', '1994', '2014']]
Predicted Ans:    2014
Predicted Path:   Hugo Weaving --[(INV) starred_actors]--> The Interview --[release_year]--> 2014
Path (Raw):       Hugo Weaving --[No Operation]--> Hugo Weaving --[(INV) starred_actors]--> The Interview --[release_year]--> 2014
Neg LogProb(↓):   1.025076
Path Entropy(↓):  2.058494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in jack the giant slayer
Start Entity:     Jack the Giant Slayer
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jack the Giant Slayer --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Jack the Giant Slayer --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   2.003360
Path Entropy(↓):  2.882327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with happy tears fall under
Start Entity:     Happy Tears
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Happy Tears --[directed_by]--> Mitchell Lichtenstein --[(INV) directed_by]--> Teeth --[has_genre]--> Comedy
Path (Raw):       Happy Tears --[directed_by]--> Mitchell Lichtenstein --[(INV) directed_by]--> Teeth --[has_genre]--> Comedy
Neg LogProb(↓):   0.255064
Path Entropy(↓):  0.696000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the american astronaut also directed which films
Start Entity:     The American Astronaut
Gold Answer:      [['Stingray Sam']]
Predicted Ans:    Stingray Sam
Predicted Path:   The American Astronaut --[directed_by]--> Cory McAbee --[(INV) directed_by]--> Stingray Sam
Path (Raw):       The American Astronaut --[directed_by]--> Cory McAbee --[(INV) directed_by]--> Stingray Sam --[No Operation]--> Stingray Sam
Neg LogProb(↓):   0.001024
Path Entropy(↓):  0.008077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of otis
Start Entity:     Otis
Gold Answer:      [['Erik Jendresen']]
Predicted Ans:    Erik Jendresen
Predicted Path:   Otis --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Sublime --[written_by]--> Erik Jendresen
Path (Raw):       Otis --[directed_by]--> Tony Krantz --[(INV) directed_by]--> Sublime --[written_by]--> Erik Jendresen
Neg LogProb(↓):   0.187180
Path Entropy(↓):  0.458267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of fame
Start Entity:     Fame
Gold Answer:      [['2012', '2000', '2007']]
Predicted Ans:    2000
Predicted Path:   Fame --[written_by]--> Allison Burnett --[(INV) written_by]--> Autumn in New York --[release_year]--> 2000
Path (Raw):       Fame --[written_by]--> Allison Burnett --[(INV) written_by]--> Autumn in New York --[release_year]--> 2000
Neg LogProb(↓):   1.116465
Path Entropy(↓):  1.429981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote boys
Start Entity:     Boys
Gold Answer:      [['Camilla Sparv', 'Robert Mitchum', 'Robert Redford', 'Lennart Jähkel', 'Rolf Lassgård', 'Robert Wagner', 'Gene Hackman']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Boys --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Path (Raw):       Boys --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.000724
Path Entropy(↓):  0.006032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with paul winfield
Start Entity:     Paul Winfield
Gold Answer:      [['Madge Sinclair', 'Burt Reynolds', "Cus D'Amato", 'George C. Scott', 'Jeff East', 'Arnold Schwarzenegger', 'Linda Hamilton', 'Catherine Deneuve', 'Jon Voight', 'Chi Muoi Lo', 'Mary Alice', 'Ben Johnson', 'Michael Biehn', 'Sanaa Lathan', 'Cicely Tyson', 'Michael Jai White', 'Kevin Hooks', 'Mike Tyson']]
Predicted Ans:    Arnold Schwarzenegger
Predicted Path:   Paul Winfield --[(INV) starred_actors]--> The Terminator --[starred_actors]--> Arnold Schwarzenegger
Path (Raw):       Paul Winfield --[No Operation]--> Paul Winfield --[(INV) starred_actors]--> The Terminator --[starred_actors]--> Arnold Schwarzenegger
Neg LogProb(↓):   0.060162
Path Entropy(↓):  0.244159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by jamie lee curtis
Start Entity:     jamie lee curtis
Gold Answer:      [['Fierce Creatures', 'My Girl', 'Halloween', 'Freaky Friday', 'Trading Places', 'Halloween II', 'My Girl 2', 'Blue Steel', 'The Fog', 'Beverly Hills Chihuahua', 'A Fish Called Wanda', 'True Lies']]
Predicted Ans:    My Girl 2
Predicted Path:   jamie lee curtis --[(INV) has_tags]--> My Girl 2 --[has_tags]--> anna chlumsky --[(INV) has_tags]--> My Girl 2
Path (Raw):       jamie lee curtis --[(INV) has_tags]--> My Girl 2 --[has_tags]--> anna chlumsky --[(INV) has_tags]--> My Girl 2
Neg LogProb(↓):   0.455752
Path Entropy(↓):  0.794677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film legally blonde
Start Entity:     Legally Blonde
Gold Answer:      [['Robert Luketic']]
Predicted Ans:    Robert Luketic
Predicted Path:   Legally Blonde --[directed_by]--> Robert Luketic --[(INV) directed_by]--> Paranoia --[directed_by]--> Robert Luketic
Path (Raw):       Legally Blonde --[directed_by]--> Robert Luketic --[(INV) directed_by]--> Paranoia --[directed_by]--> Robert Luketic
Neg LogProb(↓):   0.109305
Path Entropy(↓):  0.361167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote with fire and sword
Start Entity:     With Fire and Sword
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   With Fire and Sword --[written_by]--> Henryk Sienkiewicz --[(INV) written_by]--> The Deluge --[in_language]--> Polish
Path (Raw):       With Fire and Sword --[written_by]--> Henryk Sienkiewicz --[(INV) written_by]--> The Deluge --[in_language]--> Polish
Neg LogProb(↓):   0.000567
Path Entropy(↓):  0.004803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film restaurant
Start Entity:     Restaurant
Gold Answer:      [['Oliver Hirschbiegel', 'Nimród Antal', 'Greg Pritikin', 'Ken Loach', 'Spike Lee', 'Merian C. Cooper', 'Wes Anderson', 'Rian Johnson', 'Vincenzo Natali', 'Robert Shaye', 'Dror Soref', 'Roman Polanski', 'Sarik Andreasyan', 'Tony Kaye', 'Allen Coulter', 'Kenny Ortega', 'Adam Collis', 'Michael Greenspan', 'Dario Argento', 'John Stalberg', 'Sebastian Gutierrez', 'Alan Brown', 'Richard Shepard', 'Julien Temple', 'Eric Bross', 'J.T. Tepnapa', 'John Guillermin', 'Ernest B. Schoedsack', 'Peter Jackson']]
Predicted Ans:    Oliver Hirschbiegel
Predicted Path:   Restaurant --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[directed_by]--> Oliver Hirschbiegel
Path (Raw):       Restaurant --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment --[directed_by]--> Oliver Hirschbiegel
Neg LogProb(↓):   0.249356
Path Entropy(↓):  0.867749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by chris stapp
Start Entity:     Chris Stapp
Gold Answer:      [['Matt Heath']]
Predicted Ans:    Matt Heath
Predicted Path:   Chris Stapp --[(INV) written_by]--> The Devil Dared Me To --[written_by]--> Matt Heath
Path (Raw):       Chris Stapp --[No Operation]--> Chris Stapp --[(INV) written_by]--> The Devil Dared Me To --[written_by]--> Matt Heath
Neg LogProb(↓):   0.118111
Path Entropy(↓):  0.349926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the big night
Start Entity:     The Big Night
Gold Answer:      [['Joseph Losey', 'Hugo Butler', 'Stanley Ellin']]
Predicted Ans:    Joseph Losey
Predicted Path:   The Big Night --[written_by]--> Joseph Losey --[(INV) written_by]--> The Big Night --[written_by]--> Joseph Losey
Path (Raw):       The Big Night --[written_by]--> Joseph Losey --[(INV) written_by]--> The Big Night --[written_by]--> Joseph Losey
Neg LogProb(↓):   0.542159
Path Entropy(↓):  1.270472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of torment
Start Entity:     Torment
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Cary Grant', 'Robert Montgomery', 'Tallulah Bankhead', 'Bibi Andersson', 'Viggo Mortensen', 'Elizabeth Taylor', 'Liv Ullmann', 'Erland Josephson', 'Ingrid Bergman', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Michael Fassbender', 'Bengt Ekerot', 'Gunnel Lindblom', 'Lena Nyman', 'Diana Rigg', 'Len Cariou']]
Predicted Ans:    Max von Sydow
Predicted Path:   Torment --[written_by]--> Ingmar Bergman --[(INV) written_by]--> The Magician --[starred_actors]--> Max von Sydow
Path (Raw):       Torment --[written_by]--> Ingmar Bergman --[(INV) written_by]--> The Magician --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.741560
Path Entropy(↓):  1.224770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did gillo pontecorvo direct
Start Entity:     Gillo Pontecorvo
Gold Answer:      [['Burn!', 'Kapò', 'The Battle of Algiers']]
Predicted Ans:    Kapò
Predicted Path:   Gillo Pontecorvo --[(INV) directed_by]--> Kapò --[written_by]--> Gillo Pontecorvo --[(INV) directed_by]--> Kapò
Path (Raw):       Gillo Pontecorvo --[(INV) directed_by]--> Kapò --[written_by]--> Gillo Pontecorvo --[(INV) directed_by]--> Kapò
Neg LogProb(↓):   0.699160
Path Entropy(↓):  1.540793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is 49th parallel
Start Entity:     49th Parallel
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   49th Parallel --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Path (Raw):       49th Parallel --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Neg LogProb(↓):   1.663727
Path Entropy(↓):  2.471280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director griffin dunne co - directed movies with who
Start Entity:     Griffin Dunne
Gold Answer:      [['Brett Ratner', 'Rusty Cundieff', 'Peter Farrelly', 'James Gunn', 'Will Graham', 'James Duffy', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Steven Brill', 'Steve Carr', 'Elizabeth Banks', 'Bob Odenkirk']]
Predicted Ans:    James Gunn
Predicted Path:   Griffin Dunne --[(INV) directed_by]--> Movie 43 --[directed_by]--> James Gunn
Path (Raw):       Griffin Dunne --[No Operation]--> Griffin Dunne --[(INV) directed_by]--> Movie 43 --[directed_by]--> James Gunn
Neg LogProb(↓):   0.561914
Path Entropy(↓):  1.224551
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by tom hughes were directed by who
Start Entity:     Tom Hughes
Gold Answer:      [['David Hare']]
Predicted Ans:    David Hare
Predicted Path:   Tom Hughes --[(INV) starred_actors]--> Page Eight --[directed_by]--> David Hare
Path (Raw):       Tom Hughes --[No Operation]--> Tom Hughes --[(INV) starred_actors]--> Page Eight --[directed_by]--> David Hare
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by david cronenberg
Start Entity:     David Cronenberg
Gold Answer:      [['Short', 'Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   David Cronenberg --[(INV) directed_by]--> Crash --[has_genre]--> Drama
Path (Raw):       David Cronenberg --[No Operation]--> David Cronenberg --[(INV) directed_by]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.403357
Path Entropy(↓):  0.995258
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of kiss me deadly
Start Entity:     Kiss Me Deadly
Gold Answer:      [['1982', '1957', '1951']]
Predicted Ans:    1951
Predicted Path:   Kiss Me Deadly --[written_by]--> A.I. Bezzerides --[(INV) written_by]--> Sirocco --[release_year]--> 1951
Path (Raw):       Kiss Me Deadly --[written_by]--> A.I. Bezzerides --[(INV) written_by]--> Sirocco --[release_year]--> 1951
Neg LogProb(↓):   0.067545
Path Entropy(↓):  0.267113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of tank girl was
Start Entity:     Tank Girl
Gold Answer:      [['Rachel Talalay']]
Predicted Ans:    Rachel Talalay
Predicted Path:   Tank Girl --[directed_by]--> Rachel Talalay --[(INV) directed_by]--> Ghost in the Machine --[directed_by]--> Rachel Talalay
Path (Raw):       Tank Girl --[directed_by]--> Rachel Talalay --[(INV) directed_by]--> Ghost in the Machine --[directed_by]--> Rachel Talalay
Neg LogProb(↓):   0.395597
Path Entropy(↓):  0.631833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by jack baran
Start Entity:     Jack Baran
Gold Answer:      [['Jim McBride']]
Predicted Ans:    Jack Baran
Predicted Path:   Jack Baran --[(INV) directed_by]--> Destiny Turns on the Radio --[directed_by]--> Jack Baran
Path (Raw):       Jack Baran --[No Operation]--> Jack Baran --[(INV) directed_by]--> Destiny Turns on the Radio --[directed_by]--> Jack Baran
Neg LogProb(↓):   0.003986
Path Entropy(↓):  0.026120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies was andres baiz a writer on
Start Entity:     Andrés Baiz
Gold Answer:      [['The Hidden Face']]
Predicted Ans:    The Hidden Face
Predicted Path:   Andrés Baiz --[(INV) written_by]--> The Hidden Face --[written_by]--> Andrés Baiz --[(INV) written_by]--> The Hidden Face
Path (Raw):       Andrés Baiz --[(INV) written_by]--> The Hidden Face --[written_by]--> Andrés Baiz --[(INV) written_by]--> The Hidden Face
Neg LogProb(↓):   0.000185
Path Entropy(↓):  0.001782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in alexander's ragtime band also appears in which films
Start Entity:     Alexander's Ragtime Band
Gold Answer:      [['Week-End in Havana', 'Cocoon', "The Razor's Edge", 'Crash Dive', 'Heaven Can Wait', 'The Black Swan', 'Johnny Apollo', 'The Black Rose', "There's No Business Like Show Business", 'Blood and Sand', 'Prince of Foxes', 'Fallen Angel', 'A Fever in the Blood', 'Call Me Madam', "The Gang's All Here", 'Things Change', "Lloyd's of London", 'Four Sons', 'Thin Ice', 'Sleep, My Love', 'Tin Pan Alley', 'Witness for the Prosecution', 'Midnight', 'The Eddy Duchin Story', 'The Story of Alexander Graham Bell', 'This Above All', 'Love Is News', 'Suez', 'Captain from Castile', 'Down Argentine Way', 'Jesse James', 'Second Honeymoon', 'Wing and a Prayer', 'The Sun Also Rises', 'Nightmare Alley', 'The Mark of Zorro', 'The Rains Came', 'The Three Musketeers', 'The Long Gray Line', 'In Old Chicago', 'The Feminine Touch']]
Predicted Ans:    Things Change
Predicted Path:   Alexander's Ragtime Band --[starred_actors]--> Don Ameche --[(INV) starred_actors]--> Things Change
Path (Raw):       Alexander's Ragtime Band --[starred_actors]--> Don Ameche --[No Operation]--> Don Ameche --[(INV) starred_actors]--> Things Change
Neg LogProb(↓):   0.885609
Path Entropy(↓):  1.884713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by danny leiner release
Start Entity:     Danny Leiner
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Danny Leiner --[(INV) directed_by]--> Dude, Where's My Car? --[release_year]--> 2000
Path (Raw):       Danny Leiner --[No Operation]--> Danny Leiner --[(INV) directed_by]--> Dude, Where's My Car? --[release_year]--> 2000
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of steven ascher written films
Start Entity:     Steven Ascher
Gold Answer:      [['Jeanne Jordan']]
Predicted Ans:    Steven Ascher
Predicted Path:   Steven Ascher --[(INV) directed_by]--> So Much So Fast --[directed_by]--> Steven Ascher
Path (Raw):       Steven Ascher --[No Operation]--> Steven Ascher --[(INV) directed_by]--> So Much So Fast --[directed_by]--> Steven Ascher
Neg LogProb(↓):   0.696746
Path Entropy(↓):  0.768548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in amanda langlet acted films
Start Entity:     Amanda Langlet
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Amanda Langlet --[(INV) starred_actors]--> A Summer's Tale --[in_language]--> French
Path (Raw):       Amanda Langlet --[No Operation]--> Amanda Langlet --[(INV) starred_actors]--> A Summer's Tale --[in_language]--> French
Neg LogProb(↓):   0.000089
Path Entropy(↓):  0.000919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie heartbeeps
Start Entity:     Heartbeeps
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Heartbeeps --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Heartbeeps --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.463213
Path Entropy(↓):  4.442892
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by franck khalfoun
Start Entity:     Franck Khalfoun
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Franck Khalfoun --[(INV) directed_by]--> Maniac --[has_genre]--> Horror
Path (Raw):       Franck Khalfoun --[No Operation]--> Franck Khalfoun --[(INV) directed_by]--> Maniac --[has_genre]--> Horror
Neg LogProb(↓):   0.000601
Path Entropy(↓):  0.005107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the lego movie
Start Entity:     The Lego Movie
Gold Answer:      [['Crime', 'Animation', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Lego Movie --[directed_by]--> Phil Lord --[(INV) directed_by]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Path (Raw):       The Lego Movie --[directed_by]--> Phil Lord --[(INV) directed_by]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Neg LogProb(↓):   0.776756
Path Entropy(↓):  1.314175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by esteban student released
Start Entity:     Esteban Student
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Esteban Student --[(INV) written_by]--> Chronicle of an Escape --[release_year]--> 2006
Path (Raw):       Esteban Student --[No Operation]--> Esteban Student --[(INV) written_by]--> Chronicle of an Escape --[release_year]--> 2006
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed films with anne sundberg
Start Entity:     Anne Sundberg
Gold Answer:      [['Ricki Stern']]
Predicted Ans:    Ricki Stern
Predicted Path:   Anne Sundberg --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Path (Raw):       Anne Sundberg --[No Operation]--> Anne Sundberg --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Neg LogProb(↓):   0.007826
Path Entropy(↓):  0.045607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of confetti also directed which films
Start Entity:     Confetti
Gold Answer:      [['Nativity!']]
Predicted Ans:    Nativity!
Predicted Path:   Confetti --[directed_by]--> Debbie Isitt --[(INV) directed_by]--> Nativity!
Path (Raw):       Confetti --[directed_by]--> Debbie Isitt --[(INV) directed_by]--> Nativity! --[No Operation]--> Nativity!
Neg LogProb(↓):   0.044448
Path Entropy(↓):  0.179622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film casino
Start Entity:     Casino
Gold Answer:      [['mob', 'vegas', 'las vegas', 'casino', 'robert de niro', 'martin scorsese', 'sharon stone', 'joe pesci']]
Predicted Ans:    mob
Predicted Path:   Casino --[has_tags]--> mob --[(INV) has_tags]--> Casino --[has_tags]--> mob
Path (Raw):       Casino --[has_tags]--> mob --[(INV) has_tags]--> Casino --[has_tags]--> mob
Neg LogProb(↓):   0.105985
Path Entropy(↓):  0.360883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in edge of tomorrow
Start Entity:     Edge of Tomorrow
Gold Answer:      [['Emily Blunt', 'Tom Cruise']]
Predicted Ans:    Tom Cruise
Predicted Path:   Edge of Tomorrow --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Jack Reacher --[starred_actors]--> Tom Cruise
Path (Raw):       Edge of Tomorrow --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Jack Reacher --[starred_actors]--> Tom Cruise
Neg LogProb(↓):   0.070046
Path Entropy(↓):  0.335188
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of winter sleepers
Start Entity:     Winter Sleepers
Gold Answer:      [['Tom Tykwer']]
Predicted Ans:    Tom Tykwer
Predicted Path:   Winter Sleepers --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[written_by]--> Tom Tykwer
Path (Raw):       Winter Sleepers --[written_by]--> Tom Tykwer --[(INV) written_by]--> Run Lola Run --[written_by]--> Tom Tykwer
Neg LogProb(↓):   0.001854
Path Entropy(↓):  0.013504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with charles s. dutton
Start Entity:     Charles S. Dutton
Gold Answer:      [['Christopher Walken', 'Johnny Depp', 'Courtney Chase', 'Omar Epps', 'Meg Ryan', 'Courtney B. Vance', 'Lonette McKee', 'Danny Trejo', 'Keenen Ivory Wayans']]
Predicted Ans:    Charles S. Dutton
Predicted Path:   Charles S. Dutton --[(INV) starred_actors]--> A Low Down Dirty Shame --[starred_actors]--> Charles S. Dutton
Path (Raw):       Charles S. Dutton --[No Operation]--> Charles S. Dutton --[(INV) starred_actors]--> A Low Down Dirty Shame --[starred_actors]--> Charles S. Dutton
Neg LogProb(↓):   0.523540
Path Entropy(↓):  0.842895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by actors in the train robbers
Start Entity:     The Train Robbers
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Train Robbers --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> The Deadly Trackers --[has_genre]--> Western
Path (Raw):       The Train Robbers --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> The Deadly Trackers --[has_genre]--> Western
Neg LogProb(↓):   1.940267
Path Entropy(↓):  2.395946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with breakdown in
Start Entity:     Breakdown
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Breakdown --[directed_by]--> Jonathan Mostow --[(INV) directed_by]--> U-571 --[in_language]--> German
Path (Raw):       Breakdown --[directed_by]--> Jonathan Mostow --[(INV) directed_by]--> U-571 --[in_language]--> German
Neg LogProb(↓):   0.017020
Path Entropy(↓):  0.085630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by rob stewart starred which actors
Start Entity:     Rob Stewart
Gold Answer:      [['Paul Watson']]
Predicted Ans:    Rob Stewart
Predicted Path:   Rob Stewart --[(INV) directed_by]--> Sharkwater --[starred_actors]--> Rob Stewart
Path (Raw):       Rob Stewart --[No Operation]--> Rob Stewart --[(INV) directed_by]--> Sharkwater --[starred_actors]--> Rob Stewart
Neg LogProb(↓):   0.267961
Path Entropy(↓):  0.545646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did ross ashcroft write
Start Entity:     Ross Ashcroft
Gold Answer:      [['Four Horsemen']]
Predicted Ans:    Four Horsemen
Predicted Path:   Ross Ashcroft --[(INV) written_by]--> Four Horsemen --[written_by]--> Ross Ashcroft --[(INV) written_by]--> Four Horsemen
Path (Raw):       Ross Ashcroft --[(INV) written_by]--> Four Horsemen --[written_by]--> Ross Ashcroft --[(INV) written_by]--> Four Horsemen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film i married a monster from outer space
Start Entity:     I Married a Monster from Outer Space
Gold Answer:      [['Gene Fowler Jr.']]
Predicted Ans:    Gene Fowler Jr.
Predicted Path:   I Married a Monster from Outer Space --[directed_by]--> Gene Fowler Jr. --[(INV) directed_by]--> I Married a Monster from Outer Space --[directed_by]--> Gene Fowler Jr.
Path (Raw):       I Married a Monster from Outer Space --[directed_by]--> Gene Fowler Jr. --[(INV) directed_by]--> I Married a Monster from Outer Space --[directed_by]--> Gene Fowler Jr.
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with uschi glas
Start Entity:     Uschi Glas
Gold Answer:      [['Sean Bean', 'David Thewlis', 'Walter Slezak', 'Alan Cumming', 'Mark Lester']]
Predicted Ans:    Sean Bean
Predicted Path:   Uschi Glas --[(INV) starred_actors]--> Black Beauty --[starred_actors]--> Sean Bean
Path (Raw):       Uschi Glas --[No Operation]--> Uschi Glas --[(INV) starred_actors]--> Black Beauty --[starred_actors]--> Sean Bean
Neg LogProb(↓):   0.352087
Path Entropy(↓):  0.801361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jean brooks is a co - star of who
Start Entity:     Jean Brooks
Gold Answer:      [['Tom Conway', 'Isabel Jewell', 'Kim Hunter']]
Predicted Ans:    Kim Hunter
Predicted Path:   Jean Brooks --[(INV) starred_actors]--> The Seventh Victim --[starred_actors]--> Kim Hunter
Path (Raw):       Jean Brooks --[No Operation]--> Jean Brooks --[(INV) starred_actors]--> The Seventh Victim --[starred_actors]--> Kim Hunter
Neg LogProb(↓):   0.745126
Path Entropy(↓):  0.901314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by greg brooker released
Start Entity:     Greg Brooker
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Greg Brooker --[(INV) written_by]--> Stuart Little --[release_year]--> 1999
Path (Raw):       Greg Brooker --[No Operation]--> Greg Brooker --[(INV) written_by]--> Stuart Little --[release_year]--> 1999
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by don hall were released in which years
Start Entity:     Don Hall
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Don Hall --[(INV) written_by]--> Winnie the Pooh --[release_year]--> 2011
Path (Raw):       Don Hall --[No Operation]--> Don Hall --[(INV) written_by]--> Winnie the Pooh --[release_year]--> 2011
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed she's so lovely
Start Entity:     She's So Lovely
Gold Answer:      [['Nick Cassavetes']]
Predicted Ans:    Nick Cassavetes
Predicted Path:   She's So Lovely --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[directed_by]--> Nick Cassavetes
Path (Raw):       She's So Lovely --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[directed_by]--> Nick Cassavetes
Neg LogProb(↓):   0.188278
Path Entropy(↓):  0.567809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of repentance
Start Entity:     Repentance
Gold Answer:      [['Light It Up', 'Phone Booth', 'The Crying Game', 'The Experiment', 'Downtown', 'Night Catches Us', 'Black Nativity', 'Runner Runner', 'She Hate Me', 'Catch .44', 'Our Family Wedding', 'Panic Room', 'Green Dragon', 'Article 99', 'Crossover', 'Repo Men', 'The Fourth Angel', 'The Last King of Scotland', 'Diary of a Hitman', 'Species', 'Next Friday', 'Vantage Point', 'Wonderful World', 'A Rage in Harlem', 'Brown Sugar', 'Open Season 2', 'Battlefield Earth', 'All About the Benjamins', 'The Honeymooners', 'Next Day Air', 'American Gun', 'Catfish in Black Bean Sauce', 'Phenomenon', 'Street Kings', 'Friday After Next', 'Mary', 'Even Money', 'The Hurt Locker', 'Sparkle']]
Predicted Ans:    Repentance
Predicted Path:   Repentance --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repentance
Path (Raw):       Repentance --[starred_actors]--> Forest Whitaker --[No Operation]--> Forest Whitaker --[(INV) starred_actors]--> Repentance
Neg LogProb(↓):   0.721705
Path Entropy(↓):  1.463575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies directed by david roach
Start Entity:     David Roach
Gold Answer:      [['Warwick Ross']]
Predicted Ans:    Warwick Ross
Predicted Path:   David Roach --[(INV) directed_by]--> Red Obsession --[written_by]--> Warwick Ross
Path (Raw):       David Roach --[No Operation]--> David Roach --[(INV) directed_by]--> Red Obsession --[written_by]--> Warwick Ross
Neg LogProb(↓):   0.086842
Path Entropy(↓):  0.335673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of straight talk
Start Entity:     Straight Talk
Gold Answer:      [['Barnet Kellman']]
Predicted Ans:    Barnet Kellman
Predicted Path:   Straight Talk --[directed_by]--> Barnet Kellman --[(INV) directed_by]--> Slappy and the Stinkers --[directed_by]--> Barnet Kellman
Path (Raw):       Straight Talk --[directed_by]--> Barnet Kellman --[(INV) directed_by]--> Slappy and the Stinkers --[directed_by]--> Barnet Kellman
Neg LogProb(↓):   0.103599
Path Entropy(↓):  0.321583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the mighty, when was it released
Start Entity:     The Mighty
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   The Mighty --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       The Mighty --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   3.286893
Path Entropy(↓):  4.398482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film field of dreams were released in which years
Start Entity:     Field of Dreams
Gold Answer:      [['1992', '2014', '2002']]
Predicted Ans:    1989
Predicted Path:   Field of Dreams --[directed_by]--> Phil Alden Robinson --[(INV) directed_by]--> Field of Dreams --[release_year]--> 1989
Path (Raw):       Field of Dreams --[directed_by]--> Phil Alden Robinson --[(INV) directed_by]--> Field of Dreams --[release_year]--> 1989
Neg LogProb(↓):   0.228411
Path Entropy(↓):  0.694947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What sort of film is mission london
Start Entity:     Mission London
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mission London --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Mission London --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.044297
Path Entropy(↓):  4.286741
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by gauri released
Start Entity:     Gauri
Gold Answer:      [['2010', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Gauri --[(INV) starred_actors]--> Frozen --[release_year]--> 2013
Path (Raw):       Gauri --[No Operation]--> Gauri --[(INV) starred_actors]--> Frozen --[release_year]--> 2013
Neg LogProb(↓):   0.855579
Path Entropy(↓):  1.036826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did elliot silverstein direct
Start Entity:     Elliot Silverstein
Gold Answer:      [['Cat Ballou', 'The Car', 'A Man Called Horse']]
Predicted Ans:    The Car
Predicted Path:   Elliot Silverstein --[(INV) directed_by]--> The Car --[directed_by]--> Elliot Silverstein --[(INV) directed_by]--> The Car
Path (Raw):       Elliot Silverstein --[(INV) directed_by]--> The Car --[directed_by]--> Elliot Silverstein --[(INV) directed_by]--> The Car
Neg LogProb(↓):   1.145955
Path Entropy(↓):  1.771400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by roy andersson
Start Entity:     Roy Andersson
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Roy Andersson --[(INV) written_by]--> Giliap --[has_genre]--> Drama
Path (Raw):       Roy Andersson --[No Operation]--> Roy Andersson --[(INV) written_by]--> Giliap --[has_genre]--> Drama
Neg LogProb(↓):   0.079881
Path Entropy(↓):  0.307923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was michael radford a writer on
Start Entity:     Michael Radford
Gold Answer:      [['White Mischief', 'B. Monkey', 'The Merchant of Venice', 'Nineteen Eighty-Four', 'Dancing at the Blue Iguana']]
Predicted Ans:    The Merchant of Venice
Predicted Path:   Michael Radford --[(INV) written_by]--> The Merchant of Venice --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice
Path (Raw):       Michael Radford --[(INV) written_by]--> The Merchant of Venice --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice
Neg LogProb(↓):   0.920115
Path Entropy(↓):  2.221803
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the devil's double
Start Entity:     The Devil's Double
Gold Answer:      [['Drama', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Devil's Double --[directed_by]--> Lee Tamahori --[(INV) directed_by]--> Die Another Day --[has_genre]--> Action
Path (Raw):       The Devil's Double --[directed_by]--> Lee Tamahori --[(INV) directed_by]--> Die Another Day --[has_genre]--> Action
Neg LogProb(↓):   0.010650
Path Entropy(↓):  0.067091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film employee of the month were in which languages
Start Entity:     Employee of the Month
Gold Answer:      [['French']]
Predicted Ans:    2006
Predicted Path:   Employee of the Month --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Employee of the Month --[release_year]--> 2006
Path (Raw):       Employee of the Month --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Employee of the Month --[release_year]--> 2006
Neg LogProb(↓):   1.090566
Path Entropy(↓):  2.416520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies written by jim lee
Start Entity:     Jim Lee
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Jim Lee --[(INV) written_by]--> Gen¹³ --[has_genre]--> Action
Path (Raw):       Jim Lee --[No Operation]--> Jim Lee --[(INV) written_by]--> Gen¹³ --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of waiting...
Start Entity:     Waiting...
Gold Answer:      [['10 Years', 'The House Bunny', "What's Your Number?", 'Turbo', 'Foolproof', 'Green Lantern', 'The Voices', 'The Proposal', 'My Super Ex-Girlfriend', 'Drag Me to Hell', 'Definitely, Maybe', 'For a Good Time, Call...', 'Going the Distance', 'May', 'Tusk', 'Frequently Asked Questions About Time Travel', 'Yogi Bear', 'Fireflies in the Garden', 'Serious Moonlight', 'After.Life', 'Just Friends', 'A Case of You', 'Just Add Water', 'Safe House', 'Cloudy with a Chance of Meatballs 2', 'The Nines', 'Buried', 'The Change-Up', 'R.I.P.D.', 'Best Man Down', 'Buying the Cow', 'Take Me Home Tonight', 'The Croods', 'Cloudy with a Chance of Meatballs', 'Smiley Face', 'Alpha and Omega', 'Mississippi Grind', "Smokin' Aces", 'Observe and Report', 'Chaos Theory', 'Scary Movie 4', 'Comet']]
Predicted Ans:    Going the Distance
Predicted Path:   Waiting... --[starred_actors]--> Justin Long --[(INV) starred_actors]--> Going the Distance
Path (Raw):       Waiting... --[starred_actors]--> Justin Long --[No Operation]--> Justin Long --[(INV) starred_actors]--> Going the Distance
Neg LogProb(↓):   0.269853
Path Entropy(↓):  1.046619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by nicole lonner were released in which years
Start Entity:     Nicole Lonner
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Nicole Lonner --[(INV) written_by]--> Jam --[release_year]--> 2006
Path (Raw):       Nicole Lonner --[No Operation]--> Nicole Lonner --[(INV) written_by]--> Jam --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie 1408
Start Entity:     1408
Gold Answer:      [['2003', '2005', '2010', '2002', '2012', '2011', '2013']]
Predicted Ans:    2010
Predicted Path:   1408 --[directed_by]--> Mikael Håfström --[(INV) directed_by]--> Shanghai --[release_year]--> 2010
Path (Raw):       1408 --[directed_by]--> Mikael Håfström --[(INV) directed_by]--> Shanghai --[release_year]--> 2010
Neg LogProb(↓):   0.585842
Path Entropy(↓):  1.348127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with revenge
Start Entity:     Revenge
Gold Answer:      [['Legends of the Fall', 'Carried Away', 'Wolf']]
Predicted Ans:    Legends of the Fall
Predicted Path:   Revenge --[written_by]--> Jim Harrison --[(INV) written_by]--> Legends of the Fall
Path (Raw):       Revenge --[written_by]--> Jim Harrison --[(INV) written_by]--> Legends of the Fall --[No Operation]--> Legends of the Fall
Neg LogProb(↓):   0.105059
Path Entropy(↓):  0.346048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Andrew bergman was the director of which movies
Start Entity:     Andrew Bergman
Gold Answer:      [['Striptease', 'So Fine', "Isn't She Great", 'Honeymoon in Vegas', 'The Freshman']]
Predicted Ans:    The Freshman
Predicted Path:   Andrew Bergman --[(INV) directed_by]--> Honeymoon in Vegas --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> The Freshman
Path (Raw):       Andrew Bergman --[(INV) directed_by]--> Honeymoon in Vegas --[directed_by]--> Andrew Bergman --[(INV) directed_by]--> The Freshman
Neg LogProb(↓):   0.892656
Path Entropy(↓):  1.937926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed sound of my voice
Start Entity:     Sound of My Voice
Gold Answer:      [['Zal Batmanglij', 'Brit Marling']]
Predicted Ans:    Brit Marling
Predicted Path:   Sound of My Voice --[directed_by]--> Zal Batmanglij --[(INV) directed_by]--> The East --[written_by]--> Brit Marling
Path (Raw):       Sound of My Voice --[directed_by]--> Zal Batmanglij --[(INV) directed_by]--> The East --[written_by]--> Brit Marling
Neg LogProb(↓):   0.049983
Path Entropy(↓):  0.231368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was makoto shinkai the writer of
Start Entity:     Makoto Shinkai
Gold Answer:      [['Voices of a Distant Star', '5 Centimeters Per Second', 'The Garden of Words', 'The Place Promised in Our Early Days']]
Predicted Ans:    Voices of a Distant Star
Predicted Path:   Makoto Shinkai --[(INV) written_by]--> The Place Promised in Our Early Days --[written_by]--> Makoto Shinkai --[(INV) written_by]--> Voices of a Distant Star
Path (Raw):       Makoto Shinkai --[(INV) written_by]--> The Place Promised in Our Early Days --[written_by]--> Makoto Shinkai --[(INV) written_by]--> Voices of a Distant Star
Neg LogProb(↓):   1.037048
Path Entropy(↓):  1.832797
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did anna drijver star in
Start Entity:     Anna Drijver
Gold Answer:      [['Bride Flight']]
Predicted Ans:    Bride Flight
Predicted Path:   Anna Drijver --[(INV) starred_actors]--> Bride Flight --[starred_actors]--> Anna Drijver --[(INV) starred_actors]--> Bride Flight
Path (Raw):       Anna Drijver --[(INV) starred_actors]--> Bride Flight --[starred_actors]--> Anna Drijver --[(INV) starred_actors]--> Bride Flight
Neg LogProb(↓):   0.000354
Path Entropy(↓):  0.003167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the good shepherd
Start Entity:     The Good Shepherd
Gold Answer:      [['Robert De Niro']]
Predicted Ans:    Robert De Niro
Predicted Path:   The Good Shepherd --[directed_by]--> Robert De Niro --[(INV) directed_by]--> A Bronx Tale --[directed_by]--> Robert De Niro
Path (Raw):       The Good Shepherd --[directed_by]--> Robert De Niro --[(INV) directed_by]--> A Bronx Tale --[directed_by]--> Robert De Niro
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of shuttle also wrote which films
Start Entity:     Shuttle
Gold Answer:      [['They Live by Night', 'Flawless', 'Thieves Like Us']]
Predicted Ans:    Flawless
Predicted Path:   Shuttle --[written_by]--> Edward Anderson --[(INV) written_by]--> Flawless
Path (Raw):       Shuttle --[written_by]--> Edward Anderson --[(INV) written_by]--> Flawless --[No Operation]--> Flawless
Neg LogProb(↓):   0.040213
Path Entropy(↓):  0.183063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie antonio das mortes
Start Entity:     Antonio das Mortes
Gold Answer:      [['Glauber Rocha']]
Predicted Ans:    Glauber Rocha
Predicted Path:   Antonio das Mortes --[starred_actors]--> Maurício do Valle --[(INV) starred_actors]--> Black God, White Devil --[directed_by]--> Glauber Rocha
Path (Raw):       Antonio das Mortes --[starred_actors]--> Maurício do Valle --[(INV) starred_actors]--> Black God, White Devil --[directed_by]--> Glauber Rocha
Neg LogProb(↓):   0.507371
Path Entropy(↓):  0.672163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by robert j. flaherty release
Start Entity:     Robert J. Flaherty
Gold Answer:      [['1934', '1937', '1948']]
Predicted Ans:    1937
Predicted Path:   Robert J. Flaherty --[(INV) directed_by]--> Elephant Boy --[release_year]--> 1937
Path (Raw):       Robert J. Flaherty --[No Operation]--> Robert J. Flaherty --[(INV) directed_by]--> Elephant Boy --[release_year]--> 1937
Neg LogProb(↓):   0.042731
Path Entropy(↓):  0.179494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in dracula 3d
Start Entity:     Dracula 3D
Gold Answer:      [['1997', '2007']]
Predicted Ans:    1997
Predicted Path:   Dracula 3D --[starred_actors]--> Thomas Kretschmann --[(INV) starred_actors]--> Prince Valiant --[release_year]--> 1997
Path (Raw):       Dracula 3D --[starred_actors]--> Thomas Kretschmann --[(INV) starred_actors]--> Prince Valiant --[release_year]--> 1997
Neg LogProb(↓):   0.006635
Path Entropy(↓):  0.039899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with it's alive fall under
Start Entity:     It's Alive
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   It's Alive --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[has_genre]--> Horror
Path (Raw):       It's Alive --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[has_genre]--> Horror
Neg LogProb(↓):   0.185122
Path Entropy(↓):  0.492482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of mitchell
Start Entity:     Mitchell
Gold Answer:      [['Vera Miles', 'James Stewart', 'Dominique Dunne', 'Raquel Welch', 'Patrick Wayne', 'Jim Hutton', 'Glenn Corbett', 'Doug McClure', 'Christopher George', 'Dean Martin', 'Ben Johnson', 'Roger Moore', 'Tom Selleck', 'James Arness', 'Sam Elliott', 'John Wayne', 'Juliet Mills', 'Forrest Tucker', 'Richard Harris', 'Richard Burton', 'Hardy Krüger', 'George Kennedy', "Maureen O'Hara", 'Brian Keith', 'Katharine Ross', 'Rock Hudson']]
Predicted Ans:    John Wayne
Predicted Path:   Mitchell --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> Chisum --[starred_actors]--> John Wayne
Path (Raw):       Mitchell --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> Chisum --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.161599
Path Entropy(↓):  0.488128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by beauty shop actors
Start Entity:     Beauty Shop
Gold Answer:      [['Music', 'Documentary', 'Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Beauty Shop --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[has_genre]--> Comedy
Path (Raw):       Beauty Shop --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[has_genre]--> Comedy
Neg LogProb(↓):   0.363234
Path Entropy(↓):  0.678744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of bad santa
Start Entity:     Bad Santa
Gold Answer:      [['Max Minghella', 'John Malkovich', 'Jim Broadbent', 'Sophia Myles']]
Predicted Ans:    John Malkovich
Predicted Path:   Bad Santa --[directed_by]--> Terry Zwigoff --[(INV) directed_by]--> Art School Confidential --[starred_actors]--> John Malkovich
Path (Raw):       Bad Santa --[directed_by]--> Terry Zwigoff --[(INV) directed_by]--> Art School Confidential --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.061515
Path Entropy(↓):  0.268424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did leslie iwerks write the story for
Start Entity:     Leslie Iwerks
Gold Answer:      [['The Pixar Story']]
Predicted Ans:    The Pixar Story
Predicted Path:   Leslie Iwerks --[(INV) written_by]--> The Pixar Story --[written_by]--> Leslie Iwerks --[(INV) written_by]--> The Pixar Story
Path (Raw):       Leslie Iwerks --[(INV) written_by]--> The Pixar Story --[written_by]--> Leslie Iwerks --[(INV) written_by]--> The Pixar Story
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of derek drymon written movies
Start Entity:     Derek Drymon
Gold Answer:      [['Stephen Hillenburg']]
Predicted Ans:    Stephen Hillenburg
Predicted Path:   Derek Drymon --[(INV) written_by]--> The SpongeBob SquarePants Movie --[directed_by]--> Stephen Hillenburg
Path (Raw):       Derek Drymon --[No Operation]--> Derek Drymon --[(INV) written_by]--> The SpongeBob SquarePants Movie --[directed_by]--> Stephen Hillenburg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by peter lepeniotis
Start Entity:     Peter Lepeniotis
Gold Answer:      [['Katherine Heigl', 'Liam Neeson', 'Brendan Fraser', 'Will Arnett']]
Predicted Ans:    Liam Neeson
Predicted Path:   Peter Lepeniotis --[(INV) written_by]--> The Nut Job --[starred_actors]--> Liam Neeson
Path (Raw):       Peter Lepeniotis --[No Operation]--> Peter Lepeniotis --[(INV) written_by]--> The Nut Job --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.000863
Path Entropy(↓):  0.007630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the wonderful ice cream suit starred which actors
Start Entity:     The Wonderful Ice Cream Suit
Gold Answer:      [['Joe Mantegna', 'Clifton Collins Jr.', 'Edward James Olmos', 'Esai Morales']]
Predicted Ans:    Edward James Olmos
Predicted Path:   The Wonderful Ice Cream Suit --[starred_actors]--> Edward James Olmos --[(INV) starred_actors]--> My Family --[starred_actors]--> Edward James Olmos
Path (Raw):       The Wonderful Ice Cream Suit --[starred_actors]--> Edward James Olmos --[(INV) starred_actors]--> My Family --[starred_actors]--> Edward James Olmos
Neg LogProb(↓):   0.296157
Path Entropy(↓):  0.758977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of rebecca of sunnybrook farm
Start Entity:     Rebecca of Sunnybrook Farm
Gold Answer:      [['Suez', 'Sands of Iwo Jima', 'Heidi', 'Cattle Queen of Montana', 'Young People', 'The Iron Mask']]
Predicted Ans:    Cattle Queen of Montana
Predicted Path:   Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan --[(INV) directed_by]--> Cattle Queen of Montana
Path (Raw):       Rebecca of Sunnybrook Farm --[No Operation]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan --[(INV) directed_by]--> Cattle Queen of Montana
Neg LogProb(↓):   1.432271
Path Entropy(↓):  1.914175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Kevin tenney directed films together with who
Start Entity:     Kevin Tenney
Gold Answer:      [['Alan Rudolph']]
Predicted Ans:    Alan Rudolph
Predicted Path:   Kevin Tenney --[(INV) directed_by]--> Endangered Species --[directed_by]--> Alan Rudolph
Path (Raw):       Kevin Tenney --[No Operation]--> Kevin Tenney --[(INV) directed_by]--> Endangered Species --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   0.002192
Path Entropy(↓):  0.015596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was ken greenhall a writer on
Start Entity:     Ken Greenhall
Gold Answer:      [['Baxter']]
Predicted Ans:    Baxter
Predicted Path:   Ken Greenhall --[(INV) written_by]--> Baxter --[written_by]--> Jérôme Boivin --[(INV) written_by]--> Baxter
Path (Raw):       Ken Greenhall --[(INV) written_by]--> Baxter --[written_by]--> Jérôme Boivin --[(INV) written_by]--> Baxter
Neg LogProb(↓):   0.014456
Path Entropy(↓):  0.075155
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor mara wilson co - starred with who
Start Entity:     Mara Wilson
Gold Answer:      [['Embeth Davidtz', 'Danny DeVito', 'Rhea Perlman']]
Predicted Ans:    Danny DeVito
Predicted Path:   Mara Wilson --[(INV) starred_actors]--> Matilda --[starred_actors]--> Danny DeVito
Path (Raw):       Mara Wilson --[No Operation]--> Mara Wilson --[(INV) starred_actors]--> Matilda --[starred_actors]--> Danny DeVito
Neg LogProb(↓):   0.419027
Path Entropy(↓):  0.889916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by alexandre breffort
Start Entity:     Alexandre Breffort
Gold Answer:      [['Shirley MacLaine', 'Jack Lemmon']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Alexandre Breffort --[(INV) written_by]--> Irma la Douce --[starred_actors]--> Shirley MacLaine
Path (Raw):       Alexandre Breffort --[No Operation]--> Alexandre Breffort --[(INV) written_by]--> Irma la Douce --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.215494
Path Entropy(↓):  0.492701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by john boyega were directed by who
Start Entity:     John Boyega
Gold Answer:      [['Joe Cornish']]
Predicted Ans:    Joe Cornish
Predicted Path:   John Boyega --[(INV) starred_actors]--> Attack the Block --[directed_by]--> Joe Cornish
Path (Raw):       John Boyega --[No Operation]--> John Boyega --[(INV) starred_actors]--> Attack the Block --[directed_by]--> Joe Cornish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by the james dean story actors release
Start Entity:     The James Dean Story
Gold Answer:      [['1968', '1955', '1956']]
Predicted Ans:    1968
Predicted Path:   The James Dean Story --[starred_actors]--> Martin Gabel --[(INV) starred_actors]--> Lady in Cement --[release_year]--> 1968
Path (Raw):       The James Dean Story --[starred_actors]--> Martin Gabel --[(INV) starred_actors]--> Lady in Cement --[release_year]--> 1968
Neg LogProb(↓):   0.166084
Path Entropy(↓):  0.586740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of paid also starred in which films
Start Entity:     Paid
Gold Answer:      [['Our Dancing Daughters', 'Dancing Lady', 'What Ever Happened to Baby Jane?', 'Johnny Guitar', 'The Bride Wore Red', 'The Women', 'Queen Bee', 'When Ladies Meet', 'I Live My Life', 'Humoresque', 'Decoy', 'Mighty Joe Young', 'Torch Song', 'The Unknown', 'Trog', 'The Last of Mrs. Cheyney', 'Strait-Jacket', 'The Lost Squadron', 'King Kong', 'Autumn Leaves', 'Mannequin', 'Our Blushing Brides', 'The Gorgeous Hussy', 'The Caretakers', 'Forsaking All Others', 'Sudden Fear', 'The Boob', 'I Saw What You Did', 'Our Modern Maidens', 'Mildred Pierce', 'Across to Singapore', 'The Story of Esther Costello', "A Woman's Face", 'Flamingo Road', 'Harriet Craig', 'Strange Cargo', 'Above Suspicion', 'This Woman Is Dangerous', 'Possessed', 'The Son of Kong', 'Daisy Kenyon', 'The Most Dangerous Game', 'Reunion in France']]
Predicted Ans:    Possessed
Predicted Path:   Paid --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed
Path (Raw):       Paid --[starred_actors]--> Joan Crawford --[No Operation]--> Joan Crawford --[(INV) starred_actors]--> Possessed
Neg LogProb(↓):   1.514685
Path Entropy(↓):  2.270313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by francis veber
Start Entity:     francis veber
Gold Answer:      [['The Closet', 'Three Fugitives', 'The Valet']]
Predicted Ans:    The Valet
Predicted Path:   francis veber --[(INV) has_tags]--> The Valet --[has_tags]--> francis veber --[(INV) has_tags]--> The Valet
Path (Raw):       francis veber --[(INV) has_tags]--> The Valet --[has_tags]--> francis veber --[(INV) has_tags]--> The Valet
Neg LogProb(↓):   0.876339
Path Entropy(↓):  1.303265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did monica ali write
Start Entity:     Monica Ali
Gold Answer:      [['Brick Lane']]
Predicted Ans:    Brick Lane
Predicted Path:   Monica Ali --[(INV) written_by]--> Brick Lane --[written_by]--> Laura Jones --[(INV) written_by]--> Brick Lane
Path (Raw):       Monica Ali --[(INV) written_by]--> Brick Lane --[written_by]--> Laura Jones --[(INV) written_by]--> Brick Lane
Neg LogProb(↓):   0.714629
Path Entropy(↓):  0.791448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by mary beth hughes
Start Entity:     Mary Beth Hughes
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Mary Beth Hughes --[(INV) starred_actors]--> The Ox-Bow Incident --[has_genre]--> Western
Path (Raw):       Mary Beth Hughes --[No Operation]--> Mary Beth Hughes --[(INV) starred_actors]--> The Ox-Bow Incident --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of chariots of fire
Start Entity:     Chariots of Fire
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Chariots of Fire --[written_by]--> Colin Welland --[(INV) written_by]--> A Dry White Season --[release_year]--> 1989
Path (Raw):       Chariots of Fire --[written_by]--> Colin Welland --[(INV) written_by]--> A Dry White Season --[release_year]--> 1989
Neg LogProb(↓):   0.037528
Path Entropy(↓):  0.157744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film maniac
Start Entity:     Maniac
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Maniac --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Path (Raw):       Maniac --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Neg LogProb(↓):   3.132204
Path Entropy(↓):  4.511652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the see how they fall director
Start Entity:     See How They Fall
Gold Answer:      [['French', 'Corsican']]
Predicted Ans:    French
Predicted Path:   See How They Fall --[directed_by]--> Jacques Audiard --[(INV) directed_by]--> Rust and Bone --[in_language]--> French
Path (Raw):       See How They Fall --[directed_by]--> Jacques Audiard --[(INV) directed_by]--> Rust and Bone --[in_language]--> French
Neg LogProb(↓):   0.385685
Path Entropy(↓):  0.628853
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the lifeguard actors
Start Entity:     The Lifeguard
Gold Answer:      [['Adam Green', 'Moe Jelline', 'Kiyoshi Kurosawa', 'Wes Craven', 'Rob Thomas', 'Diane Ruggiero', 'Hans Christian Andersen', 'Jason Segel', 'Ray Wright', 'Chris Buck', 'Shanker Raman', 'Dax Shepard', 'Jennifer Lee', 'David Weissman', 'David Diamond', 'Joyce Eliason', 'Paul Golding']]
Predicted Ans:    Chris Buck
Predicted Path:   The Lifeguard --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Frozen --[written_by]--> Chris Buck
Path (Raw):       The Lifeguard --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Frozen --[written_by]--> Chris Buck
Neg LogProb(↓):   0.440595
Path Entropy(↓):  1.175380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bells of innocence are written by who
Start Entity:     Bells of Innocence
Gold Answer:      [['Renny Harlin']]
Predicted Ans:    Chris Bessey
Predicted Path:   Bells of Innocence --[starred_actors]--> Marshall R. Teague --[(INV) starred_actors]--> Bells of Innocence --[written_by]--> Chris Bessey
Path (Raw):       Bells of Innocence --[starred_actors]--> Marshall R. Teague --[(INV) starred_actors]--> Bells of Innocence --[written_by]--> Chris Bessey
Neg LogProb(↓):   0.017823
Path Entropy(↓):  0.088902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films written by john gilling fall under
Start Entity:     John Gilling
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   John Gilling --[(INV) written_by]--> Trog --[has_genre]--> Horror
Path (Raw):       John Gilling --[No Operation]--> John Gilling --[(INV) written_by]--> Trog --[has_genre]--> Horror
Neg LogProb(↓):   0.044478
Path Entropy(↓):  0.179142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed films with geraldine nakache
Start Entity:     Géraldine Nakache
Gold Answer:      [['Hervé Mimran']]
Predicted Ans:    Hervé Mimran
Predicted Path:   Géraldine Nakache --[(INV) directed_by]--> Tout ce qui brille --[directed_by]--> Hervé Mimran
Path (Raw):       Géraldine Nakache --[No Operation]--> Géraldine Nakache --[(INV) directed_by]--> Tout ce qui brille --[directed_by]--> Hervé Mimran
Neg LogProb(↓):   0.043654
Path Entropy(↓):  0.176480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by michael kalesniko
Start Entity:     Michael Kalesniko
Gold Answer:      [['Iron Sky', 'Private Parts', "How to Kill Your Neighbor's Dog"]]
Predicted Ans:    How to Kill Your Neighbor's Dog
Predicted Path:   Michael Kalesniko --[(INV) written_by]--> How to Kill Your Neighbor's Dog --[written_by]--> Michael Kalesniko --[(INV) written_by]--> How to Kill Your Neighbor's Dog
Path (Raw):       Michael Kalesniko --[(INV) written_by]--> How to Kill Your Neighbor's Dog --[written_by]--> Michael Kalesniko --[(INV) written_by]--> How to Kill Your Neighbor's Dog
Neg LogProb(↓):   0.689425
Path Entropy(↓):  1.361847
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the story of seabiscuit actors
Start Entity:     The Story of Seabiscuit
Gold Answer:      [['Family', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Musical
Predicted Path:   The Story of Seabiscuit --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[has_genre]--> Musical
Path (Raw):       The Story of Seabiscuit --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[has_genre]--> Musical
Neg LogProb(↓):   0.762453
Path Entropy(↓):  1.688708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by duane crichton in
Start Entity:     Duane Crichton
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Duane Crichton --[(INV) directed_by]--> Saving God --[has_genre]--> Drama
Path (Raw):       Duane Crichton --[No Operation]--> Duane Crichton --[(INV) directed_by]--> Saving God --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film belizaire the cajun
Start Entity:     Belizaire the Cajun
Gold Answer:      [['Pinchas Perry', 'Arne Glimcher', 'Anthony Hickox', 'Russell Mulcahy', 'Ronald F. Maxwell', 'Carl Reiner', 'Danny DeVito', 'Danny Cannon', 'Sylvester Stallone', 'John Frankenheimer', 'Heywood Gould', 'Howard Zieff', 'Robert Harmon', 'Richard T. Heffron', 'Preston Sturges', 'Stanley Kramer']]
Predicted Ans:    Stanley Kramer
Predicted Path:   Belizaire the Cajun --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> On the Beach --[directed_by]--> Stanley Kramer
Path (Raw):       Belizaire the Cajun --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> On the Beach --[directed_by]--> Stanley Kramer
Neg LogProb(↓):   0.937841
Path Entropy(↓):  1.767544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the shrink is in actors
Start Entity:     The Shrink Is In
Gold Answer:      [['Finn Taylor', 'David Arquette', 'Tim Blake Nelson', 'Jason Lethcoe', 'Steve Oedekerk', 'Robert Rodriguez', 'Ted Griffin', 'Daniel Taplitz', 'Benjamin Brand', 'Evan Dunsky', 'Keith Reddin', 'Ellory Elkayem']]
Predicted Ans:    Finn Taylor
Predicted Path:   The Shrink Is In --[starred_actors]--> David Arquette --[(INV) starred_actors]--> The Darwin Awards --[written_by]--> Finn Taylor
Path (Raw):       The Shrink Is In --[starred_actors]--> David Arquette --[(INV) starred_actors]--> The Darwin Awards --[written_by]--> Finn Taylor
Neg LogProb(↓):   0.067399
Path Entropy(↓):  0.278864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of in the valley of elah
Start Entity:     In the Valley of Elah
Gold Answer:      [['Tony Goldwyn', 'Gabriele Muccino', 'Marc Forster', 'Martin Campbell', 'Kathryn Bigelow', 'Clint Eastwood', 'Paul Haggis', 'David Cronenberg']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   In the Valley of Elah --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Path (Raw):       In the Valley of Elah --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[directed_by]--> Gabriele Muccino
Neg LogProb(↓):   0.353206
Path Entropy(↓):  0.989229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in il grido
Start Entity:     Il Grido
Gold Answer:      [['Betsy Blair', 'Alida Valli', 'Steve Cochran']]
Predicted Ans:    Steve Cochran
Predicted Path:   Il Grido --[starred_actors]--> Steve Cochran --[(INV) starred_actors]--> Il Grido --[starred_actors]--> Steve Cochran
Path (Raw):       Il Grido --[starred_actors]--> Steve Cochran --[(INV) starred_actors]--> Il Grido --[starred_actors]--> Steve Cochran
Neg LogProb(↓):   0.041473
Path Entropy(↓):  0.231037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of barefoot
Start Entity:     Barefoot
Gold Answer:      [['Dick', 'Nancy Drew', 'Hamlet 2', 'Bad Dreams', 'Threesome', 'The Craft']]
Predicted Ans:    Threesome
Predicted Path:   Barefoot --[directed_by]--> Andrew Fleming --[(INV) directed_by]--> Threesome
Path (Raw):       Barefoot --[directed_by]--> Andrew Fleming --[(INV) directed_by]--> Threesome --[No Operation]--> Threesome
Neg LogProb(↓):   0.670174
Path Entropy(↓):  1.342915
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by nermina lukac
Start Entity:     Nermina Lukac
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Nermina Lukac --[(INV) starred_actors]--> Eat Sleep Die --[release_year]--> 2012
Path (Raw):       Nermina Lukac --[No Operation]--> Nermina Lukac --[(INV) starred_actors]--> Eat Sleep Die --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of psych - out
Start Entity:     Psych-Out
Gold Answer:      [['Freebie and the Bean', 'Hells Angels on Wheels', 'The Stunt Man', 'Color of Night']]
Predicted Ans:    Psych-Out
Predicted Path:   Psych-Out --[directed_by]--> Richard Rush --[(INV) directed_by]--> Psych-Out
Path (Raw):       Psych-Out --[No Operation]--> Psych-Out --[directed_by]--> Richard Rush --[(INV) directed_by]--> Psych-Out
Neg LogProb(↓):   0.851908
Path Entropy(↓):  1.144656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by jeanette brox
Start Entity:     Jeanette Brox
Gold Answer:      [['Kyle Patrick Alvarez', 'Davy Rothbart']]
Predicted Ans:    Kyle Patrick Alvarez
Predicted Path:   Jeanette Brox --[(INV) starred_actors]--> Easier with Practice --[written_by]--> Kyle Patrick Alvarez
Path (Raw):       Jeanette Brox --[No Operation]--> Jeanette Brox --[(INV) starred_actors]--> Easier with Practice --[written_by]--> Kyle Patrick Alvarez
Neg LogProb(↓):   0.002068
Path Entropy(↓):  0.014838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by dan rush fall under
Start Entity:     Dan Rush
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dan Rush --[(INV) directed_by]--> Everything Must Go --[has_genre]--> Comedy
Path (Raw):       Dan Rush --[No Operation]--> Dan Rush --[(INV) directed_by]--> Everything Must Go --[has_genre]--> Comedy
Neg LogProb(↓):   0.482432
Path Entropy(↓):  0.665415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by jan gunnar røise released
Start Entity:     Jan Gunnar Røise
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Jan Gunnar Røise --[(INV) starred_actors]--> Hawaii, Oslo --[release_year]--> 2004
Path (Raw):       Jan Gunnar Røise --[No Operation]--> Jan Gunnar Røise --[(INV) starred_actors]--> Hawaii, Oslo --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie a man and a woman
Start Entity:     A Man and a Woman
Gold Answer:      [['1969', '1961', '1981']]
Predicted Ans:    1981
Predicted Path:   A Man and a Woman --[starred_actors]--> Anouk Aimée --[(INV) starred_actors]--> Lola --[release_year]--> 1981
Path (Raw):       A Man and a Woman --[starred_actors]--> Anouk Aimée --[(INV) starred_actors]--> Lola --[release_year]--> 1981
Neg LogProb(↓):   0.179779
Path Entropy(↓):  0.489290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by clive hopkins starred which actors
Start Entity:     Clive Hopkins
Gold Answer:      [['Xavier Samuel', 'Sophie Lowe', 'Georgina Haig', 'Bob Morley']]
Predicted Ans:    Sophie Lowe
Predicted Path:   Clive Hopkins --[(INV) written_by]--> Road Kill --[starred_actors]--> Sophie Lowe
Path (Raw):       Clive Hopkins --[No Operation]--> Clive Hopkins --[(INV) written_by]--> Road Kill --[starred_actors]--> Sophie Lowe
Neg LogProb(↓):   0.675471
Path Entropy(↓):  0.720326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film it's a free world... are written by who
Start Entity:     It's a Free World...
Gold Answer:      [['James Dormer']]
Predicted Ans:    James Dormer
Predicted Path:   It's a Free World... --[starred_actors]--> Kierston Wareing --[(INV) starred_actors]--> The Holding --[written_by]--> James Dormer
Path (Raw):       It's a Free World... --[starred_actors]--> Kierston Wareing --[(INV) starred_actors]--> The Holding --[written_by]--> James Dormer
Neg LogProb(↓):   0.057070
Path Entropy(↓):  0.242725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film heartbreak ridge were released in which years
Start Entity:     Heartbreak Ridge
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1977', '2009', '2010', '2004', '1982', '1973', '2014', '1983', '1995', '1976', '1971', '1990', '2002', '2011', '1988', '2000', '1997', '1975', '1999']]
Predicted Ans:    2010
Predicted Path:   Heartbreak Ridge --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[release_year]--> 2010
Path (Raw):       Heartbreak Ridge --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[release_year]--> 2010
Neg LogProb(↓):   1.763552
Path Entropy(↓):  2.667028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of walk the line
Start Entity:     Walk the Line
Gold Answer:      [['Water for Elephants', 'Rendition', 'Buffalo Soldiers', 'Return to Paradise', 'To Die For', 'Pleasantville', 'We Own the Night', 'Wild', 'Quills', 'Gladiator', 'Double Dragon', 'Inherent Vice', 'Sweet Home Alabama', 'Two Lovers', 'The Master', 'Monsters vs. Aliens', 'Election', 'Four Christmases', 'A Far Off Place', 'Something Borrowed', 'The Yards', 'Her', 'The Man in the Moon', "I'm Still Here", 'Lonely Street', 'Bridge to Terabithia', 'Ladder 49', 'Earthlings', 'S.F.W.', 'Inventing the Abbotts', 'Fear', "Devil's Knot", 'Twilight', 'Clay Pigeons', 'Signs', 'Legally Blonde', 'Mud', 'The Immigrant', 'Overnight Delivery', 'This Means War', 'Alien Trespass', 'The Marine', 'Cruel Intentions', 'How Do You Know', 'Fire in the Sky', 'Reservation Road', "It's All About Love", "The Black Waters of Echo's Pond", 'Freeway', 'The Good Lie']]
Predicted Ans:    To Die For
Predicted Path:   Walk the Line --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> To Die For
Path (Raw):       Walk the Line --[starred_actors]--> Joaquin Phoenix --[No Operation]--> Joaquin Phoenix --[(INV) starred_actors]--> To Die For
Neg LogProb(↓):   1.121641
Path Entropy(↓):  2.297090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of mildred pierce
Start Entity:     Mildred Pierce
Gold Answer:      [['Cecil B. DeMille', 'Matt Cimber', 'Billy Wilder', 'Jack Cardiff', 'Tay Garnett', 'Neil Jordan', 'Curtis Bernhardt', 'W.S. Van Dyke', 'Clarence Brown', 'Eduardo Mignogna', 'Bob Rafelson', 'Ranald MacDougall', 'Joseph L. Mankiewicz', 'Michael Curtiz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Mildred Pierce --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Mildred Pierce --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.276803
Path Entropy(↓):  0.681304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the human race
Start Entity:     The Human Race
Gold Answer:      [['Paul Hough']]
Predicted Ans:    Trista Robinson
Predicted Path:   The Human Race --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Human Race --[starred_actors]--> Trista Robinson
Path (Raw):       The Human Race --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Human Race --[starred_actors]--> Trista Robinson
Neg LogProb(↓):   0.005550
Path Entropy(↓):  0.036667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of broadway melody of 1940
Start Entity:     Broadway Melody of 1940
Gold Answer:      [['Royal Wedding', 'Top Hat', 'You Were Never Lovelier', 'Yolanda and the Thief', 'Broadway Rhythm', 'Battleground', 'Follow the Fleet', 'Swing Time', 'The Gay Divorcee', 'For Me and My Gal', 'Silk Stockings', 'Three Little Words', "That's Entertainment!", 'A Damsel in Distress', 'Carefree', 'The Story of Vernon and Irene Castle', 'The Notorious Landlady', 'Lady Be Good', 'Ziegfeld Follies', 'On the Beach', 'The Band Wagon', 'Roberta', 'Broadway Melody of 1938', 'The Barkleys of Broadway', 'Daddy Long Legs', "You'll Never Get Rich", "Finian's Rainbow", 'Funny Face', 'Broadway Melody of 1936', 'Ghost Story', 'This Is the Army', "The Sky's the Limit", "That's Entertainment, Part II", 'Easter Parade', 'Second Chorus', 'Holiday Inn', 'Border Incident', 'Blue Skies', 'Born to Dance']]
Predicted Ans:    Royal Wedding
Predicted Path:   Broadway Melody of 1940 --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Royal Wedding
Path (Raw):       Broadway Melody of 1940 --[starred_actors]--> Fred Astaire --[No Operation]--> Fred Astaire --[(INV) starred_actors]--> Royal Wedding
Neg LogProb(↓):   1.282802
Path Entropy(↓):  2.063048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by seeking justice actors release
Start Entity:     Seeking Justice
Gold Answer:      [['1970', '1954', '2008', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2010', '2004', '1973', '1947', '2014', '1994', '1983', '1995', '1972', '1990', '1996', '2002', '2012', '2011', '2013', '1934', '2000', '1997', '1960', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2013
Predicted Path:   Seeking Justice --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Path (Raw):       Seeking Justice --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground --[release_year]--> 2013
Neg LogProb(↓):   0.814862
Path Entropy(↓):  2.199710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of meeting evil
Start Entity:     Meeting Evil
Gold Answer:      [['Ed Westwick', 'Daveigh Chase', 'Briana Evigan']]
Predicted Ans:    Luke Wilson
Predicted Path:   Meeting Evil --[directed_by]--> Chris Fisher --[(INV) directed_by]--> Meeting Evil --[starred_actors]--> Luke Wilson
Path (Raw):       Meeting Evil --[directed_by]--> Chris Fisher --[(INV) directed_by]--> Meeting Evil --[starred_actors]--> Luke Wilson
Neg LogProb(↓):   0.345390
Path Entropy(↓):  0.816355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the screenwriter of brighton beach memoirs were directed by who
Start Entity:     Brighton Beach Memoirs
Gold Answer:      [['Robert Moore', 'Hal Ashby', 'Peter Farrelly', 'Elaine May', 'Jerry Rees', 'Martha Coolidge', 'Mike Nichols', 'Herbert Ross', 'Vittorio De Sica', 'Bob Fosse', 'Bud Yorkin', 'Gene Saks', 'Arthur Hiller', 'Glenn Jordan', 'Jay Sandrich']]
Predicted Ans:    Herbert Ross
Predicted Path:   Brighton Beach Memoirs --[written_by]--> Neil Simon --[(INV) written_by]--> California Suite --[directed_by]--> Herbert Ross
Path (Raw):       Brighton Beach Memoirs --[written_by]--> Neil Simon --[(INV) written_by]--> California Suite --[directed_by]--> Herbert Ross
Neg LogProb(↓):   1.637312
Path Entropy(↓):  2.073940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in our town
Start Entity:     Our Town
Gold Answer:      [['William Holden', 'Fay Bainter', 'Martha Scott', 'Beulah Bondi']]
Predicted Ans:    William Holden
Predicted Path:   Our Town --[starred_actors]--> William Holden --[(INV) starred_actors]--> S.O.B. --[starred_actors]--> William Holden
Path (Raw):       Our Town --[starred_actors]--> William Holden --[(INV) starred_actors]--> S.O.B. --[starred_actors]--> William Holden
Neg LogProb(↓):   0.112436
Path Entropy(↓):  0.448070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the bad sleep well were in which languages
Start Entity:     The Bad Sleep Well
Gold Answer:      [['Swedish', 'Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   The Bad Sleep Well --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[in_language]--> Japanese
Path (Raw):       The Bad Sleep Well --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.436550
Path Entropy(↓):  0.983390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by quintet actors
Start Entity:     Quintet
Gold Answer:      [['Thomas N. Scortia', 'Richard Martin Stern', 'Frank M. Robinson', 'David S. Ward', 'John Milius', 'Larry McMurtry', 'David Mamet', 'Rod Serling', 'Melville Shavelson', 'Mario Monicelli', 'Sam Raimi', 'Robert Benton', 'Richard Russo', 'Elmore Leonard', 'Walter Tevis', 'Luis Buñuel', 'Robert Stone', 'Stephenie Meyer', 'Max Shulman', 'Joe Ranft', 'Bonnie Hunt', 'Tennessee Williams', 'Robert Rossen', 'Ernest Tidyman', 'Walter Bernstein', 'Giuseppe De Santis', 'Frank Pierson', 'Harold Flender', 'Huey Perry', 'Blaze Starr', 'Melissa Rosenberg', 'Richard Brooks', 'Brian Moore', 'Peter Milne', 'Israel Zangwill', 'Sidney Carroll', 'Luc Besson', 'Thomas B. Costain', 'Beth Henley', 'Robin Moore', 'Robert Altman', 'Arthur Miller', 'King Vidor', 'Gore Vidal', 'Nancy Dowd', 'Ingmar Bergman', 'Irving Wallace', 'John Gay', 'Valerio Zurlini', 'Dino Buzzati', 'Marvin H. Albert', 'Ken Kesey', 'Leo Tolstoy', 'Mai Zetterling', 'Irving Ravetch', 'Aristophanes', 'William Faulkner', 'Terrence Malick', 'Gerald Di Pego', 'William Diehl', 'Bo Goldman', 'John Lasseter', 'Arthur Kopit', 'Richard Price', 'Ron Shelton', "John O'Hara", 'Michael M. Grilikhes', 'John Huston', 'Leslie Stevens', 'Dino Risi', 'Ernest Lehman', 'Lina Wertmüller', 'Henrik Ibsen', 'Ethan Coen', 'Nicholas Sparks', 'Ettore Scola', 'Stirling Silliphant', 'Tonino Benacquista', 'Donn Pearce', 'E. Max Frye', 'Ruggero Maccari', 'Giovanni Arpino', 'Leo McCarey', 'William Goldman', 'Benito Pérez Galdós', 'Gladys Hill', 'Noel Behn', 'Barry Reed', 'James Poe', 'Ross Macdonald']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Quintet --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Path (Raw):       Quintet --[starred_actors]--> Bibi Andersson --[(INV) starred_actors]--> Persona --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.771198
Path Entropy(↓):  0.874476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the charade director release
Start Entity:     Charade
Gold Answer:      [['1980', '1978', '2000', '1949', '1975', '1966', '1954', '1957', '1960', '1951', '1967', '1974', '1955', '1952', '1958', '1984']]
Predicted Ans:    1960
Predicted Path:   Charade --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[release_year]--> 1960
Path (Raw):       Charade --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[release_year]--> 1960
Neg LogProb(↓):   1.632900
Path Entropy(↓):  2.362601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of a scanner darkly also starred in which movies
Start Entity:     A Scanner Darkly
Gold Answer:      [['A Walk in the Clouds', 'Feeling Minnesota', 'Speed', "Something's Gotta Give", 'The Day the Earth Stood Still', 'The Matrix', 'The Replacements', 'John Wick', 'Point Break', "Henry's Crime", 'The Last Time I Committed Suicide', 'Man of Tai Chi', 'The Prince of Pennsylvania', 'Sweet November', 'The Gift', 'Street Kings', 'Generation Um...', 'Constantine', 'My Own Private Idaho', "River's Edge", 'The Lake House', 'Little Buddha', 'The Watcher', 'Johnny Mnemonic', '47 Ronin', 'Chain Reaction']]
Predicted Ans:    47 Ronin
Predicted Path:   A Scanner Darkly --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin
Path (Raw):       A Scanner Darkly --[starred_actors]--> Keanu Reeves --[No Operation]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin
Neg LogProb(↓):   0.573606
Path Entropy(↓):  1.050531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by jack ritchie
Start Entity:     Jack Ritchie
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jack Ritchie --[(INV) written_by]--> A New Leaf --[has_genre]--> Comedy
Path (Raw):       Jack Ritchie --[No Operation]--> Jack Ritchie --[(INV) written_by]--> A New Leaf --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the americanization of emily
Start Entity:     The Americanization of Emily
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   The Americanization of Emily --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       The Americanization of Emily --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.236899
Path Entropy(↓):  0.518437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Tess harper appears in which movies
Start Entity:     Tess Harper
Gold Answer:      [['My New Gun', 'Tender Mercies']]
Predicted Ans:    Stella
Predicted Path:   Tess Harper --[(INV) starred_actors]--> My New Gun --[starred_actors]--> Stephen Collins --[(INV) starred_actors]--> Stella
Path (Raw):       Tess Harper --[(INV) starred_actors]--> My New Gun --[starred_actors]--> Stephen Collins --[(INV) starred_actors]--> Stella
Neg LogProb(↓):   0.808993
Path Entropy(↓):  1.331367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by hyde
Start Entity:     Hyde
Gold Answer:      [['Gackt']]
Predicted Ans:    Gackt
Predicted Path:   Hyde --[(INV) starred_actors]--> Moon Child --[written_by]--> Gackt
Path (Raw):       Hyde --[No Operation]--> Hyde --[(INV) starred_actors]--> Moon Child --[written_by]--> Gackt
Neg LogProb(↓):   0.001499
Path Entropy(↓):  0.011240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of theodora goes wild
Start Entity:     Theodora Goes Wild
Gold Answer:      [['The Group', 'Holiday', 'Here Comes Mr. Jordan', 'Sister Kenny', 'The Mark', 'The Sign of the Cross', 'Mr. Smith Goes to Washington', 'Cleopatra', 'The Talk of the Town']]
Predicted Ans:    Cleopatra
Predicted Path:   Theodora Goes Wild --[written_by]--> Sidney Buchman --[(INV) written_by]--> Cleopatra
Path (Raw):       Theodora Goes Wild --[written_by]--> Sidney Buchman --[No Operation]--> Sidney Buchman --[(INV) written_by]--> Cleopatra
Neg LogProb(↓):   0.786156
Path Entropy(↓):  1.232757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Olaf de fleur johannesson was the director on which movies
Start Entity:     Olaf de Fleur Johannesson
Gold Answer:      [['Polite People']]
Predicted Ans:    Polite People
Predicted Path:   Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People --[directed_by]--> Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People
Path (Raw):       Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People --[directed_by]--> Olaf de Fleur Johannesson --[(INV) directed_by]--> Polite People
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000429
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did kevin dreyfuss write
Start Entity:     Kevin Dreyfuss
Gold Answer:      [['Knights of Badassdom']]
Predicted Ans:    Knights of Badassdom
Predicted Path:   Kevin Dreyfuss --[(INV) written_by]--> Knights of Badassdom --[written_by]--> Kevin Dreyfuss --[(INV) written_by]--> Knights of Badassdom
Path (Raw):       Kevin Dreyfuss --[(INV) written_by]--> Knights of Badassdom --[written_by]--> Kevin Dreyfuss --[(INV) written_by]--> Knights of Badassdom
Neg LogProb(↓):   0.000048
Path Entropy(↓):  0.000528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by kathryn stockett released
Start Entity:     Kathryn Stockett
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Kathryn Stockett --[(INV) written_by]--> The Help --[release_year]--> 2011
Path (Raw):       Kathryn Stockett --[No Operation]--> Kathryn Stockett --[(INV) written_by]--> The Help --[release_year]--> 2011
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the class
Start Entity:     The Class
Gold Answer:      [['Laurent Cantet']]
Predicted Ans:    Laurent Cantet
Predicted Path:   The Class --[directed_by]--> Ilmar Raag --[(INV) directed_by]--> The Class --[directed_by]--> Laurent Cantet
Path (Raw):       The Class --[directed_by]--> Ilmar Raag --[(INV) directed_by]--> The Class --[directed_by]--> Laurent Cantet
Neg LogProb(↓):   0.373892
Path Entropy(↓):  0.824240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie dog soldiers
Start Entity:     Dog Soldiers
Gold Answer:      [['1995', '1998', '2009', '2003', '2004', '1996']]
Predicted Ans:    2009
Predicted Path:   Dog Soldiers --[starred_actors]--> Liam Cunningham --[(INV) starred_actors]--> The Tournament --[release_year]--> 2009
Path (Raw):       Dog Soldiers --[starred_actors]--> Liam Cunningham --[(INV) starred_actors]--> The Tournament --[release_year]--> 2009
Neg LogProb(↓):   0.311246
Path Entropy(↓):  0.767460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in down and out in beverly hills
Start Entity:     Down and Out in Beverly Hills
Gold Answer:      [['Bette Midler', 'Richard Dreyfuss', 'Little Richard', 'Nick Nolte']]
Predicted Ans:    Bette Midler
Predicted Path:   Down and Out in Beverly Hills --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Outrageous Fortune --[starred_actors]--> Bette Midler
Path (Raw):       Down and Out in Beverly Hills --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Outrageous Fortune --[starred_actors]--> Bette Midler
Neg LogProb(↓):   0.203027
Path Entropy(↓):  0.722937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by michael eklund
Start Entity:     Michael Eklund
Gold Answer:      [["Richard D'Ovidio", 'Eron Sheean', 'Justin Donnelly']]
Predicted Ans:    Justin Donnelly
Predicted Path:   Michael Eklund --[(INV) starred_actors]--> Pressed --[written_by]--> Justin Donnelly
Path (Raw):       Michael Eklund --[No Operation]--> Michael Eklund --[(INV) starred_actors]--> Pressed --[written_by]--> Justin Donnelly
Neg LogProb(↓):   0.015001
Path Entropy(↓):  0.087540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does timothy hutton act in
Start Entity:     Timothy Hutton
Gold Answer:      [['Avenger', 'The Last Mimzy', 'The Dark Half', 'The Temp', 'Made in Heaven', 'Ordinary People', 'The Alphabet Killer', 'City of Industry', 'Iceman', 'Daniel', 'Playing God', 'The Killing Room', 'Deterrence', "Everybody's All-American", 'The Substance of Fire', 'Serious Moonlight', 'Taps', 'The Falcon and the Snowman']]
Predicted Ans:    The Temp
Predicted Path:   Timothy Hutton --[(INV) starred_actors]--> The Temp --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Temp
Path (Raw):       Timothy Hutton --[(INV) starred_actors]--> The Temp --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> The Temp
Neg LogProb(↓):   0.202579
Path Entropy(↓):  0.682556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does amanda peterson appear in
Start Entity:     Amanda Peterson
Gold Answer:      [["Can't Buy Me Love"]]
Predicted Ans:    Can't Buy Me Love
Predicted Path:   Amanda Peterson --[(INV) starred_actors]--> Can't Buy Me Love --[starred_actors]--> Patrick Dempsey --[(INV) starred_actors]--> Can't Buy Me Love
Path (Raw):       Amanda Peterson --[(INV) starred_actors]--> Can't Buy Me Love --[starred_actors]--> Patrick Dempsey --[(INV) starred_actors]--> Can't Buy Me Love
Neg LogProb(↓):   0.000386
Path Entropy(↓):  0.003744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by kirk geiger
Start Entity:     Kirk Geiger
Gold Answer:      [['Del Shores']]
Predicted Ans:    Del Shores
Predicted Path:   Kirk Geiger --[(INV) starred_actors]--> Sordid Lives --[directed_by]--> Del Shores
Path (Raw):       Kirk Geiger --[No Operation]--> Kirk Geiger --[(INV) starred_actors]--> Sordid Lives --[directed_by]--> Del Shores
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie avenue montaigne
Start Entity:     Avenue Montaigne
Gold Answer:      [['french']]
Predicted Ans:    french
Predicted Path:   Avenue Montaigne --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Path (Raw):       Avenue Montaigne --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Neg LogProb(↓):   0.333185
Path Entropy(↓):  0.636790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the night that panicked america actors
Start Entity:     The Night That Panicked America
Gold Answer:      [['Michael McDowell', 'Tom Holland', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   The Night That Panicked America --[starred_actors]--> Michael Constantine --[(INV) starred_actors]--> Thinner --[written_by]--> Stephen King
Path (Raw):       The Night That Panicked America --[starred_actors]--> Michael Constantine --[(INV) starred_actors]--> Thinner --[written_by]--> Stephen King
Neg LogProb(↓):   0.165365
Path Entropy(↓):  0.464109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in cast a dark shadow also appears in which films
Start Entity:     Cast a Dark Shadow
Gold Answer:      [['Doctor at Large', 'Libel', 'Darling', "Our Mother's House", 'A Tale of Two Cities', 'The Servant', 'Doctor at Sea', 'The Night Porter', 'Blackmailed', 'Providence', 'Death in Venice', 'Despair', 'Victim']]
Predicted Ans:    Dirk Bogarde
Predicted Path:   Cast a Dark Shadow --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[starred_actors]--> Dirk Bogarde
Path (Raw):       Cast a Dark Shadow --[starred_actors]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[starred_actors]--> Dirk Bogarde
Neg LogProb(↓):   1.097338
Path Entropy(↓):  1.673273
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did john maloof direct
Start Entity:     John Maloof
Gold Answer:      [['Finding Vivian Maier']]
Predicted Ans:    Finding Vivian Maier
Predicted Path:   John Maloof --[(INV) directed_by]--> Finding Vivian Maier --[directed_by]--> Charlie Siskel --[(INV) directed_by]--> Finding Vivian Maier
Path (Raw):       John Maloof --[(INV) directed_by]--> Finding Vivian Maier --[directed_by]--> Charlie Siskel --[(INV) directed_by]--> Finding Vivian Maier
Neg LogProb(↓):   0.067816
Path Entropy(↓):  0.259311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by steven wright in
Start Entity:     Steven Wright
Gold Answer:      [['Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   Steven Wright --[(INV) starred_actors]--> The Appointments of Dennis Jennings --[has_genre]--> Comedy
Path (Raw):       Steven Wright --[No Operation]--> Steven Wright --[(INV) starred_actors]--> The Appointments of Dennis Jennings --[has_genre]--> Comedy
Neg LogProb(↓):   0.000134
Path Entropy(↓):  0.001330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of wild things
Start Entity:     Wild Things
Gold Answer:      [['Tom Towles', 'James Spader', 'Rae Dawn Chong', 'Ashley Judd', 'Luke Perry', 'Antonio Fargas', 'Jay Mohr', 'Bill Murray', 'Robert De Niro', 'Uma Thurman']]
Predicted Ans:    James Spader
Predicted Path:   Wild Things --[directed_by]--> John McNaughton --[(INV) directed_by]--> Speaking of Sex --[starred_actors]--> James Spader
Path (Raw):       Wild Things --[directed_by]--> John McNaughton --[(INV) directed_by]--> Speaking of Sex --[starred_actors]--> James Spader
Neg LogProb(↓):   0.026312
Path Entropy(↓):  0.154543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film a perfect murder
Start Entity:     A Perfect Murder
Gold Answer:      [['Philip Ridley', 'Fritz Lang', 'Mike Newell', 'Peter Hyams', 'James B. Harris', 'Alfonso Cuarón', 'Hossein Amini', 'Adrian Lyne', 'Rob Reiner', 'Michael Crichton', 'Peter Howitt', 'Paul Thomas Anderson', 'Graeme Clifford', 'Lewis Teague', 'Harald Zwart', 'Diarmuid Lawrence', 'David Lean', 'Wes Anderson', 'Betty Thomas', 'Barry Levinson', 'John Madden', 'Steven Hilliard Stern', 'Brian Koppelman', 'Jon Favreau', 'David Levien', 'David Seltzer', 'Don Roos', 'Mike Cahill', 'Yam Laranas', 'Jocelyn Moorhouse', 'Shana Feste', 'Vicente Amorim', 'Jon Turteltaub', 'Ingmar Bergman', 'Clark Johnson', 'Ridley Scott', 'Rob Cohen', 'Bernard McEveety', 'Joel Schumacher', 'Takeshi Kitano', 'Gary Fleder', 'Michael Winner', 'Danny DeVito', 'Steven Soderbergh', 'Matt Reeves', 'John Hillcoat', 'Kerry Conran', 'Joe Johnston', 'David Cronenberg', 'Curtis Hanson', 'Stuart Blumberg', 'Shane Black', 'Robert Zemeckis', 'Anthony Minghella', 'Douglas McGrath', 'Mark Tonderai', 'Stephen Hopkins', 'Peter Askin', 'Fred Schepisi', 'Bruno Barreto', 'Mark Waters', 'Neil LaBute', 'David Fincher', 'Paul Verhoeven', 'Clarence Brown', 'Arthur Hiller', 'James Bridges']]
Predicted Ans:    Peter Hyams
Predicted Path:   A Perfect Murder --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[directed_by]--> Peter Hyams
Path (Raw):       A Perfect Murder --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[directed_by]--> Peter Hyams
Neg LogProb(↓):   0.769808
Path Entropy(↓):  1.362909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in trust the man
Start Entity:     Trust the Man
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Trust the Man --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[in_language]--> English
Path (Raw):       Trust the Man --[starred_actors]--> Julianne Moore --[(INV) starred_actors]--> The English Teacher --[in_language]--> English
Neg LogProb(↓):   0.001892
Path Entropy(↓):  0.015085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by sebastian stan
Start Entity:     Sebastian Stan
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2012
Predicted Path:   Sebastian Stan --[(INV) starred_actors]--> The Apparition --[release_year]--> 2012
Path (Raw):       Sebastian Stan --[No Operation]--> Sebastian Stan --[(INV) starred_actors]--> The Apparition --[release_year]--> 2012
Neg LogProb(↓):   0.628363
Path Entropy(↓):  0.690906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by charlotte stewart
Start Entity:     Charlotte Stewart
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Charlotte Stewart --[(INV) starred_actors]--> Eraserhead --[release_year]--> 1977
Path (Raw):       Charlotte Stewart --[No Operation]--> Charlotte Stewart --[(INV) starred_actors]--> Eraserhead --[release_year]--> 1977
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by railroaded! actors
Start Entity:     Railroaded!
Gold Answer:      [['Drama', 'Horror', 'War', 'Action']]
Predicted Ans:    1947
Predicted Path:   Railroaded! --[starred_actors]--> Sheila Ryan --[(INV) starred_actors]--> Railroaded! --[release_year]--> 1947
Path (Raw):       Railroaded! --[starred_actors]--> Sheila Ryan --[(INV) starred_actors]--> Railroaded! --[release_year]--> 1947
Neg LogProb(↓):   0.989152
Path Entropy(↓):  1.519089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by greg coolidge were in which genres
Start Entity:     Greg Coolidge
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Greg Coolidge --[(INV) directed_by]--> Employee of the Month --[has_genre]--> Comedy
Path (Raw):       Greg Coolidge --[No Operation]--> Greg Coolidge --[(INV) directed_by]--> Employee of the Month --[has_genre]--> Comedy
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by nicolo donato
Start Entity:     Nicolo Donato
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Nicolo Donato --[(INV) directed_by]--> Brotherhood --[has_genre]--> Thriller
Path (Raw):       Nicolo Donato --[No Operation]--> Nicolo Donato --[(INV) directed_by]--> Brotherhood --[has_genre]--> Thriller
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the hurricane streets director
Start Entity:     Hurricane Streets
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Hurricane Streets --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Desert Blue --[has_genre]--> Drama
Path (Raw):       Hurricane Streets --[directed_by]--> Morgan J. Freeman --[(INV) directed_by]--> Desert Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.016168
Path Entropy(↓):  0.086358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of wilford leach written movies
Start Entity:     Wilford Leach
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Wilford Leach --[(INV) written_by]--> The Wedding Party --[release_year]--> 1969
Path (Raw):       Wilford Leach --[No Operation]--> Wilford Leach --[(INV) written_by]--> The Wedding Party --[release_year]--> 1969
Neg LogProb(↓):   0.140405
Path Entropy(↓):  0.388272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by frances drake were released in which years
Start Entity:     Frances Drake
Gold Answer:      [['2001', '1995', '1935']]
Predicted Ans:    2001
Predicted Path:   Frances Drake --[(INV) starred_actors]--> Mad Love --[release_year]--> 2001
Path (Raw):       Frances Drake --[No Operation]--> Frances Drake --[(INV) starred_actors]--> Mad Love --[release_year]--> 2001
Neg LogProb(↓):   0.711580
Path Entropy(↓):  1.045732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the shape of things
Start Entity:     The Shape of Things
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Shape of Things --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Agora --[in_language]--> English
Path (Raw):       The Shape of Things --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Agora --[in_language]--> English
Neg LogProb(↓):   0.001485
Path Entropy(↓):  0.013285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with dragons forever fall under
Start Entity:     Dragons Forever
Gold Answer:      [['Family', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Dragons Forever --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[has_genre]--> Action
Path (Raw):       Dragons Forever --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[has_genre]--> Action
Neg LogProb(↓):   0.270001
Path Entropy(↓):  0.838559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in covert action
Start Entity:     Covert Action
Gold Answer:      [['Jacqueline Susann', 'Robin Moore', 'Martin Caidin', 'Alvin Sapinsley', 'Leslie H. Whitten']]
Predicted Ans:    Robin Moore
Predicted Path:   Covert Action --[starred_actors]--> David Janssen --[(INV) starred_actors]--> The Green Berets --[written_by]--> Robin Moore
Path (Raw):       Covert Action --[starred_actors]--> David Janssen --[(INV) starred_actors]--> The Green Berets --[written_by]--> Robin Moore
Neg LogProb(↓):   0.556353
Path Entropy(↓):  0.986640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the holy mountain are directed by who
Start Entity:     The Holy Mountain
Gold Answer:      [['Alejandro Jodorowsky']]
Predicted Ans:    Alejandro Jodorowsky
Predicted Path:   The Holy Mountain --[starred_actors]--> Alejandro Jodorowsky --[(INV) starred_actors]--> The Dance of Reality --[directed_by]--> Alejandro Jodorowsky
Path (Raw):       The Holy Mountain --[starred_actors]--> Alejandro Jodorowsky --[(INV) starred_actors]--> The Dance of Reality --[directed_by]--> Alejandro Jodorowsky
Neg LogProb(↓):   0.021701
Path Entropy(↓):  0.106266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote crazy love
Start Entity:     Crazy Love
Gold Answer:      [['Matt Dillon', 'Mickey Rourke', 'Ben Gazzara', 'Ornella Muti', 'Faye Dunaway']]
Predicted Ans:    Matt Dillon
Predicted Path:   Crazy Love --[written_by]--> Charles Bukowski --[(INV) written_by]--> Factotum --[starred_actors]--> Matt Dillon
Path (Raw):       Crazy Love --[written_by]--> Charles Bukowski --[(INV) written_by]--> Factotum --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.089713
Path Entropy(↓):  0.292775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of two evil eyes
Start Entity:     Two Evil Eyes
Gold Answer:      [['Creepshow', "Someone's Watching Me!", 'The Fog', 'Swamp Thing', 'Unholy']]
Predicted Ans:    Creepshow
Predicted Path:   Two Evil Eyes --[starred_actors]--> Adrienne Barbeau --[(INV) starred_actors]--> Creepshow
Path (Raw):       Two Evil Eyes --[No Operation]--> Two Evil Eyes --[starred_actors]--> Adrienne Barbeau --[(INV) starred_actors]--> Creepshow
Neg LogProb(↓):   0.624344
Path Entropy(↓):  1.202328
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by dogma writers release
Start Entity:     Dogma
Gold Answer:      [['1995', '1997', '2001', '2008', '2004', '2006', '1994', '2014', '2011']]
Predicted Ans:    2004
Predicted Path:   Dogma --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl --[release_year]--> 2004
Path (Raw):       Dogma --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl --[release_year]--> 2004
Neg LogProb(↓):   0.594716
Path Entropy(↓):  1.434258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did philippe garrel write
Start Entity:     Philippe Garrel
Gold Answer:      [['Regular Lovers', 'A Burning Hot Summer']]
Predicted Ans:    A Burning Hot Summer
Predicted Path:   Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer --[written_by]--> Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer
Path (Raw):       Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer --[written_by]--> Philippe Garrel --[(INV) written_by]--> A Burning Hot Summer
Neg LogProb(↓):   0.213372
Path Entropy(↓):  0.656763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of helena christensen acted films
Start Entity:     Helena Christensen
Gold Answer:      [['Christoffer Boe']]
Predicted Ans:    Christoffer Boe
Predicted Path:   Helena Christensen --[(INV) starred_actors]--> Allegro --[directed_by]--> Christoffer Boe
Path (Raw):       Helena Christensen --[No Operation]--> Helena Christensen --[(INV) starred_actors]--> Allegro --[directed_by]--> Christoffer Boe
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the sailor who fell from grace with the sea were directed by who
Start Entity:     The Sailor Who Fell from Grace with the Sea
Gold Answer:      [['Daniel Petrie', 'Benoît Jacquot', 'Yukio Mishima', 'John Frankenheimer', 'Lewis John Carlino', 'Martin Ritt', 'Mark Rydell']]
Predicted Ans:    John Frankenheimer
Predicted Path:   The Sailor Who Fell from Grace with the Sea --[written_by]--> Lewis John Carlino --[(INV) written_by]--> Seconds --[directed_by]--> John Frankenheimer
Path (Raw):       The Sailor Who Fell from Grace with the Sea --[written_by]--> Lewis John Carlino --[(INV) written_by]--> Seconds --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   0.845544
Path Entropy(↓):  1.583205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of doodlebug
Start Entity:     Doodlebug
Gold Answer:      [['Guy Pearce', 'Aaron Eckhart', 'Christian Bale', 'Ellen Page', 'Tom Hardy', 'Piper Perabo', 'Leonardo DiCaprio', 'Hilary Swank', 'Gary Oldman', 'Heath Ledger', 'Matthew McConaughey', 'Liam Neeson', 'Al Pacino', 'Hugh Jackman', 'Ellen Burstyn', 'Katie Holmes', 'Michael Caine', 'Joe Pantoliano']]
Predicted Ans:    Gary Oldman
Predicted Path:   Doodlebug --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> The Dark Knight Rises --[starred_actors]--> Gary Oldman
Path (Raw):       Doodlebug --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> The Dark Knight Rises --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.463055
Path Entropy(↓):  1.280804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with fire fall under
Start Entity:     Fire
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Drama
Predicted Path:   Fire --[directed_by]--> Deepa Mehta --[(INV) directed_by]--> Earth --[has_genre]--> Drama
Path (Raw):       Fire --[directed_by]--> Deepa Mehta --[(INV) directed_by]--> Earth --[has_genre]--> Drama
Neg LogProb(↓):   0.651375
Path Entropy(↓):  0.692461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by juliano ribeiro salgado
Start Entity:     Juliano Ribeiro Salgado
Gold Answer:      [['Sebastião Salgado', 'Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   Juliano Ribeiro Salgado --[(INV) written_by]--> The Salt of the Earth --[starred_actors]--> Wim Wenders
Path (Raw):       Juliano Ribeiro Salgado --[No Operation]--> Juliano Ribeiro Salgado --[(INV) written_by]--> The Salt of the Earth --[starred_actors]--> Wim Wenders
Neg LogProb(↓):   0.000555
Path Entropy(↓):  0.004725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by ned beatty were directed by who
Start Entity:     Ned Beatty
Gold Answer:      [['Ronald Neame', 'Richard Lester', 'Steven Spielberg', 'Tom Gilroy', 'Robert Altman', 'Richard Donner', 'David Anspaugh', 'Joel Schumacher', 'Gore Verbinski', 'Steven Schachter', 'Michael Crichton', 'Jim McBride', 'Mel Smith', 'Joseph Sargent', 'John Boorman', 'Francis Veber', 'Michael Hoffman']]
Predicted Ans:    Gore Verbinski
Predicted Path:   Ned Beatty --[(INV) starred_actors]--> Rango --[directed_by]--> Gore Verbinski
Path (Raw):       Ned Beatty --[No Operation]--> Ned Beatty --[(INV) starred_actors]--> Rango --[directed_by]--> Gore Verbinski
Neg LogProb(↓):   0.325032
Path Entropy(↓):  1.068053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by paddy chayefsky
Start Entity:     Paddy Chayefsky
Gold Answer:      [['Julie Andrews', 'Charles Haid', 'Blair Brown', 'Ernest Borgnine', 'Clint Eastwood', 'Faye Dunaway', 'William Holden', 'Jean Seberg', 'Bette Davis', 'Debbie Reynolds', 'James Garner', 'Lee Marvin', 'William Hurt', 'Melvyn Douglas', 'Robert Duvall', 'Bob Balaban', 'Barry Fitzgerald', 'George C. Scott', 'James Coburn', 'Peter Finch']]
Predicted Ans:    George C. Scott
Predicted Path:   Paddy Chayefsky --[(INV) written_by]--> The Hospital --[starred_actors]--> George C. Scott
Path (Raw):       Paddy Chayefsky --[No Operation]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.001335
Path Entropy(↓):  0.011012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was repossessed released
Start Entity:     Repossessed
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Repossessed --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Path (Raw):       Repossessed --[release_year]--> 1990 --[(INV) release_year]--> Zapped Again! --[release_year]--> 1990
Neg LogProb(↓):   1.900075
Path Entropy(↓):  3.477277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by william cottrell
Start Entity:     William Cottrell
Gold Answer:      [['Richard Creedon', 'Dick Rickard', 'Ted Sears', 'Webb Smith', 'Otto Englander', 'Merrill De Maris', 'Dorothy Ann Blank', 'Earl Hurd']]
Predicted Ans:    Roberto Benigni
Predicted Path:   William Cottrell --[(INV) written_by]--> Pinocchio --[directed_by]--> Roberto Benigni
Path (Raw):       William Cottrell --[No Operation]--> William Cottrell --[(INV) written_by]--> Pinocchio --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   0.017012
Path Entropy(↓):  0.095583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies was matt mccormick a writer on
Start Entity:     Matt McCormick
Gold Answer:      [['Some Days Are Better Than Others']]
Predicted Ans:    Some Days Are Better Than Others
Predicted Path:   Matt McCormick --[(INV) written_by]--> Some Days Are Better Than Others --[written_by]--> Matt McCormick --[(INV) written_by]--> Some Days Are Better Than Others
Path (Raw):       Matt McCormick --[(INV) written_by]--> Some Days Are Better Than Others --[written_by]--> Matt McCormick --[(INV) written_by]--> Some Days Are Better Than Others
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in j. edgar
Start Entity:     J. Edgar
Gold Answer:      [['Thai', 'English', 'Irish', 'German']]
Predicted Ans:    Thai
Predicted Path:   J. Edgar --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Beach --[in_language]--> Thai
Path (Raw):       J. Edgar --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Beach --[in_language]--> Thai
Neg LogProb(↓):   0.004723
Path Entropy(↓):  0.032978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by harold sinclair
Start Entity:     Harold Sinclair
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Harold Sinclair --[(INV) written_by]--> The Horse Soldiers --[has_genre]--> War
Path (Raw):       Harold Sinclair --[No Operation]--> Harold Sinclair --[(INV) written_by]--> The Horse Soldiers --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by keenen ivory wayans
Start Entity:     Keenen Ivory Wayans
Gold Answer:      [['Scary Movie 2', "I'm Gonna Git You Sucka", 'A Low Down Dirty Shame', 'Scary Movie', 'White Chicks']]
Predicted Ans:    Scary Movie
Predicted Path:   Keenen Ivory Wayans --[(INV) directed_by]--> I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> Scary Movie
Path (Raw):       Keenen Ivory Wayans --[(INV) directed_by]--> I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> Scary Movie
Neg LogProb(↓):   1.560245
Path Entropy(↓):  2.371173
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of countdown also wrote which movies
Start Entity:     Countdown
Gold Answer:      [['The Crowded Sky']]
Predicted Ans:    The Crowded Sky
Predicted Path:   Countdown --[written_by]--> Hank Searls --[(INV) written_by]--> The Crowded Sky
Path (Raw):       Countdown --[written_by]--> Hank Searls --[(INV) written_by]--> The Crowded Sky --[No Operation]--> The Crowded Sky
Neg LogProb(↓):   0.000147
Path Entropy(↓):  0.001540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by wild card actors
Start Entity:     Wild Card
Gold Answer:      [['French', 'English', 'Italian', 'Japanese', 'Russian']]
Predicted Ans:    Italian
Predicted Path:   Wild Card --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[in_language]--> Italian
Path (Raw):       Wild Card --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[in_language]--> Italian
Neg LogProb(↓):   1.273150
Path Entropy(↓):  1.903990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of jeremiah johnson also wrote which movies
Start Entity:     Jeremiah Johnson
Gold Answer:      [['Apocalypse Now', 'Rough Riders', 'The Young Savages', 'Becket', 'Magnum Force', 'Farewell to the King', 'Red Dawn', 'The Life and Times of Judge Roy Bean', 'The Sniper', 'The Holcroft Covenant', 'The Wind and the Lion', 'Extreme Prejudice', 'The Pride and the Passion', 'Hour of the Gun', 'Dillinger', 'Big Wednesday', 'Conan the Barbarian']]
Predicted Ans:    The Life and Times of Judge Roy Bean
Predicted Path:   Jeremiah Johnson --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean
Path (Raw):       Jeremiah Johnson --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[No Operation]--> The Life and Times of Judge Roy Bean
Neg LogProb(↓):   1.396264
Path Entropy(↓):  2.327229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the 13th warrior
Start Entity:     The 13th Warrior
Gold Answer:      [['Sport', 'Short', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The 13th Warrior --[directed_by]--> John McTiernan --[(INV) directed_by]--> Nomads --[has_genre]--> Horror
Path (Raw):       The 13th Warrior --[directed_by]--> John McTiernan --[(INV) directed_by]--> Nomads --[has_genre]--> Horror
Neg LogProb(↓):   0.833731
Path Entropy(↓):  1.369980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by love! valour! compassion! writers release
Start Entity:     Love! Valour! Compassion!
Gold Answer:      [['1966', '1976', '1991']]
Predicted Ans:    1976
Predicted Path:   Love! Valour! Compassion! --[written_by]--> Terrence McNally --[(INV) written_by]--> The Ritz --[release_year]--> 1976
Path (Raw):       Love! Valour! Compassion! --[written_by]--> Terrence McNally --[(INV) written_by]--> The Ritz --[release_year]--> 1976
Neg LogProb(↓):   0.538405
Path Entropy(↓):  0.739861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of taimak starred movies
Start Entity:     Taimak
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Taimak --[(INV) starred_actors]--> The Last Dragon --[release_year]--> 1985
Path (Raw):       Taimak --[No Operation]--> Taimak --[(INV) starred_actors]--> The Last Dragon --[release_year]--> 1985
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by martin short were directed by who
Start Entity:     Martin Short
Gold Answer:      [['John Landis', 'Tim Burton', 'Joe Dante', 'Thom Eberhardt', 'John Pasquin', 'Francis Veber']]
Predicted Ans:    Tim Burton
Predicted Path:   Martin Short --[(INV) starred_actors]--> Frankenweenie --[directed_by]--> Tim Burton
Path (Raw):       Martin Short --[No Operation]--> Martin Short --[(INV) starred_actors]--> Frankenweenie --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.009382
Path Entropy(↓):  0.058811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with david h. steinberg
Start Entity:     David H. Steinberg
Gold Answer:      [['Adam Herz']]
Predicted Ans:    Adam Herz
Predicted Path:   David H. Steinberg --[(INV) written_by]--> American Pie 2 --[written_by]--> Adam Herz
Path (Raw):       David H. Steinberg --[No Operation]--> David H. Steinberg --[(INV) written_by]--> American Pie 2 --[written_by]--> Adam Herz
Neg LogProb(↓):   0.053441
Path Entropy(↓):  0.204474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did maurice rapf write
Start Entity:     Maurice Rapf
Gold Answer:      [['They Gave Him a Gun']]
Predicted Ans:    They Gave Him a Gun
Predicted Path:   Maurice Rapf --[(INV) written_by]--> They Gave Him a Gun --[written_by]--> William J. Cowen --[(INV) written_by]--> They Gave Him a Gun
Path (Raw):       Maurice Rapf --[(INV) written_by]--> They Gave Him a Gun --[written_by]--> William J. Cowen --[(INV) written_by]--> They Gave Him a Gun
Neg LogProb(↓):   0.124733
Path Entropy(↓):  0.388879
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of where the day takes you
Start Entity:     Where the Day Takes You
Gold Answer:      [['Murder in the First', 'Dream a Little Dream']]
Predicted Ans:    Dream a Little Dream
Predicted Path:   Where the Day Takes You --[directed_by]--> Marc Rocco --[(INV) directed_by]--> Dream a Little Dream
Path (Raw):       Where the Day Takes You --[directed_by]--> Marc Rocco --[(INV) directed_by]--> Dream a Little Dream --[No Operation]--> Dream a Little Dream
Neg LogProb(↓):   0.308658
Path Entropy(↓):  0.707741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie easy to love are written by who
Start Entity:     Easy to Love
Gold Answer:      [['Philip Barry', 'Helen Deutsch', 'Adolph Green', 'Betty Comden', 'Jan Lustig', 'Sidney Sheldon', 'John Patrick', 'John Michael Hayes', 'Jean Kerr', 'Richard Morris', 'Isobel Lennart']]
Predicted Ans:    Isobel Lennart
Predicted Path:   Easy to Love --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Path (Raw):       Easy to Love --[directed_by]--> Charles Walters --[(INV) directed_by]--> Please Don't Eat the Daisies --[written_by]--> Isobel Lennart
Neg LogProb(↓):   0.273380
Path Entropy(↓):  0.848798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie that's my boy
Start Entity:     That's My Boy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   That's My Boy --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       That's My Boy --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.616468
Path Entropy(↓):  4.657577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by eleanor boardman were in which genres
Start Entity:     Eleanor Boardman
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    1926
Predicted Path:   Eleanor Boardman --[(INV) starred_actors]--> Tell It to the Marines --[release_year]--> 1926
Path (Raw):       Eleanor Boardman --[No Operation]--> Eleanor Boardman --[(INV) starred_actors]--> Tell It to the Marines --[release_year]--> 1926
Neg LogProb(↓):   0.028200
Path Entropy(↓):  0.131810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of murder on the orient express
Start Entity:     Murder on the Orient Express
Gold Answer:      [['Guilty as Sin', 'The Wiz', 'The Fugitive Kind', 'The Anderson Tapes', 'Network', 'The Sea Gull', "Before the Devil Knows You're Dead", 'Gloria', 'The Morning After', 'Bye Bye Braverman', 'Strip Search', 'The Group', 'Fail Safe', 'The Hill', 'Prince of the City', 'Critical Care', 'Deathtrap', 'Equus', 'Power', 'Family Business', 'Find Me Guilty', 'Dog Day Afternoon', 'Daniel', 'The Verdict', 'Serpico', 'Night Falls on Manhattan', 'A Stranger Among Us', 'The Pawnbroker', 'Running on Empty', 'The Offence', '12 Angry Men']]
Predicted Ans:    Gloria
Predicted Path:   Murder on the Orient Express --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria
Path (Raw):       Murder on the Orient Express --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[No Operation]--> Gloria
Neg LogProb(↓):   0.097035
Path Entropy(↓):  0.473990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of the hangover part iii
Start Entity:     The Hangover Part III
Gold Answer:      [['The Hangover', 'Old School', 'The Hangover Part II', 'Road Trip', 'Due Date', 'School for Scoundrels']]
Predicted Ans:    The Hangover Part II
Predicted Path:   The Hangover Part III --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part II
Path (Raw):       The Hangover Part III --[No Operation]--> The Hangover Part III --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part II
Neg LogProb(↓):   0.132821
Path Entropy(↓):  0.481042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was brendan mcfadden the writer of
Start Entity:     Brendan McFadden
Gold Answer:      [['Cold Weather']]
Predicted Ans:    Cold Weather
Predicted Path:   Brendan McFadden --[(INV) written_by]--> Cold Weather --[written_by]--> Brendan McFadden --[(INV) written_by]--> Cold Weather
Path (Raw):       Brendan McFadden --[(INV) written_by]--> Cold Weather --[written_by]--> Brendan McFadden --[(INV) written_by]--> Cold Weather
Neg LogProb(↓):   0.029244
Path Entropy(↓):  0.143203
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the business actors
Start Entity:     The Business
Gold Answer:      [['Nick Love', 'John King', 'Stephen Reynolds', 'Gavin Claxton', 'Paris Leonti']]
Predicted Ans:    Nick Love
Predicted Path:   The Business --[starred_actors]--> Danny Dyer --[(INV) starred_actors]--> Outlaw --[written_by]--> Nick Love
Path (Raw):       The Business --[starred_actors]--> Danny Dyer --[(INV) starred_actors]--> Outlaw --[written_by]--> Nick Love
Neg LogProb(↓):   0.513785
Path Entropy(↓):  0.954209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the sea wolf also starred in which films
Start Entity:     The Sea Wolf
Gold Answer:      [['They Drive by Night', 'Barbary Coast', 'The Amazing Dr. Clitterhouse', 'The Man I Love', 'Force of Evil', 'A Hole in the Head', 'Private Hell 36', 'The Bigamist', 'The Ten Commandments', 'Confessions of a Nazi Spy', 'Illegal', 'Pride of the Marines', 'Larceny, Inc.', 'Destination Tokyo', 'The Violent Men', 'Humoresque', 'Seven Thieves', 'Sister Kenny', 'Four Daughters', 'Scarlet Street', 'The Woman in the Window', 'Ladies in Retirement', 'Key Largo', "The Devil's Rain", 'The Big Knife', 'My Geisha', 'Road House', 'Between Two Worlds', 'On Dangerous Ground', 'Five Star Final', 'Out of the Fog', 'Kid Galahad', 'They Made Me a Criminal', 'Lust for Gold', 'A Slight Case of Murder', 'Our Vines Have Tender Grapes', 'Body and Soul', 'Little Caesar', 'The Prize', 'Never a Dull Moment', 'Tortilla Flat', 'Smart Money', 'The Widow from Chicago', 'Moontide', 'Destroyer', 'The Lone Wolf Spy Hunt', 'Night Has a Thousand Eyes', 'A Bullet for Joey', 'Castle on the Hudson', 'The Hatchet Man', 'Vice Squad', "Dr. Ehrlich's Magic Bullet", 'Wilson', 'He Ran All the Way', 'The Postman Always Rings Twice', 'The Breaking Point', 'The Glass Web', 'House of Strangers', 'Tight Spot', 'Nobody Lives Forever', 'Bullets or Ballots', 'Escape Me Never', 'Double Indemnity', 'The Fallen Sparrow', 'Two Weeks in Another Town', 'Brother Orchid', "Europe '51", 'High Sierra', 'Junior Bonner', "The Whole Town's Talking", 'The Stranger']]
Predicted Ans:    The Man I Love
Predicted Path:   The Sea Wolf --[starred_actors]--> Ida Lupino --[(INV) starred_actors]--> The Man I Love
Path (Raw):       The Sea Wolf --[starred_actors]--> Ida Lupino --[No Operation]--> Ida Lupino --[(INV) starred_actors]--> The Man I Love
Neg LogProb(↓):   2.193889
Path Entropy(↓):  2.409350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of alice mak written films
Start Entity:     Alice Mak
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Alice Mak --[(INV) written_by]--> My Life as McDull --[release_year]--> 2001
Path (Raw):       Alice Mak --[No Operation]--> Alice Mak --[(INV) written_by]--> My Life as McDull --[release_year]--> 2001
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the thaw, when was it released
Start Entity:     The Thaw
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   The Thaw --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       The Thaw --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.211261
Path Entropy(↓):  4.719296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by charles grosvenor were in which genres
Start Entity:     Charles Grosvenor
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Charles Grosvenor --[(INV) directed_by]--> Once Upon a Forest --[has_genre]--> Animation
Path (Raw):       Charles Grosvenor --[No Operation]--> Charles Grosvenor --[(INV) directed_by]--> Once Upon a Forest --[has_genre]--> Animation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by marc caro
Start Entity:     Marc Caro
Gold Answer:      [['Ron Perlman', 'Dominique Pinon']]
Predicted Ans:    Ron Perlman
Predicted Path:   Marc Caro --[(INV) written_by]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Path (Raw):       Marc Caro --[No Operation]--> Marc Caro --[(INV) written_by]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Neg LogProb(↓):   0.038365
Path Entropy(↓):  0.162693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by adam leff
Start Entity:     Adam Leff
Gold Answer:      [['Hart Bochner']]
Predicted Ans:    Hart Bochner
Predicted Path:   Adam Leff --[(INV) written_by]--> PCU --[directed_by]--> Hart Bochner
Path (Raw):       Adam Leff --[No Operation]--> Adam Leff --[(INV) written_by]--> PCU --[directed_by]--> Hart Bochner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The alligator people, when was it released
Start Entity:     The Alligator People
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   The Alligator People --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       The Alligator People --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.941754
Path Entropy(↓):  3.729768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed blackmail
Start Entity:     Blackmail
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Blackmail --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Path (Raw):       Blackmail --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.448829
Path Entropy(↓):  1.038858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the women actors
Start Entity:     The Women
Gold Answer:      [['Patrick Dennis', 'Dudley Nichols', 'Franco Zeffirelli', 'Grace Zaring Stone', 'John Van Druten', 'Frederick Lonsdale', 'William H. Macy', 'Dariel Telfer', 'Ernest Vajda', 'Donald Ogden Stewart', 'Tod Browning', 'Philip Yordan', 'Ferenc Molnár', 'James M. Cain', 'Henry F. Greenberg', 'Anita Loos', 'Robert Bloch', 'Silvia Richards', 'Rita Weiman', 'Ben Hecht', 'Charles MacArthur', 'Michael Gottlieb', 'Emlyn Williams', 'Jerome Chodorov', 'Ruth McKenney', 'Thomas B. Allen', 'Jane Murfin', 'Dorothy Gilman', 'Jane Cowl', 'Clifford Odets', 'Roy Chanslor', 'Bernard Girard', 'Ursula Curtiss', 'Edward Rugoff', 'William P. McGivern', 'Jack Jevne', 'Hall Bartlett', 'Zelda Sears', 'Ursula Parrott', 'John Michael Hayes', 'Alexander Knox', 'Rosalind Russell', 'Ted Shane', 'George Kelly', 'David Hertz', 'Elizabeth Janeway', 'Leroy Scott', 'Joseph L. Mankiewicz', 'Lukas Heller', 'Robert E. Sherwood', 'Henry Farrell', 'Rachel Crothers', 'A. Carter Goodloe', 'Zachary Gold', 'Martha Ostenso', 'Sister Kenny', 'Talbot Jennings', 'William Shakespeare', 'Peter Bryan', 'Claudine West', 'Jan Lustig', 'Charles Lederer', 'Jean Rouverol', 'Ranald MacDougall', 'Walter DeLeon', 'Harry Leon Wilson', 'Harlan Thompson', 'Lucien Hubbard', 'Robert Smith', 'Edna Sherry', 'Lenore J. Coffee', 'Humphrey Pearson', 'John Meehan', 'Victor Sjöström', 'Ben Ames Williams', 'Stefan Zweig', 'Francis de Croisset', 'Bayard Veiller', 'Nicholas Monsarrat', 'Fannie Hurst', 'Edgar Selwyn', 'Helen MacInnes', 'Leonid Andreyev', 'Edna L. Lee', 'John Gilling', 'Richard Quine', 'Blake Edwards', 'Aben Kandel', 'George Oppenheimer', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'Ainsworth Morgan', 'Jerry Paris', 'Edward Barry Roberts', 'James Warner Bellah', 'Sofia Coppola', 'Hugo Butler', 'S.K. Lauren', 'Robert Wilder', 'James Gunn', 'Richard Sale', 'Lawrence Hazard', 'George Worthing Yates', 'Mary McCarthy', 'Charles Kaufman', "Eugene O'Neill"]]
Predicted Ans:    Donald Ogden Stewart
Predicted Path:   The Women --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> The Barretts of Wimpole Street --[written_by]--> Donald Ogden Stewart
Path (Raw):       The Women --[starred_actors]--> Norma Shearer --[(INV) starred_actors]--> The Barretts of Wimpole Street --[written_by]--> Donald Ogden Stewart
Neg LogProb(↓):   1.182463
Path Entropy(↓):  2.035565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film all in a night's work are directed by who
Start Entity:     All in a Night's Work
Gold Answer:      [['Richard Attenborough', 'Ronald Neame', 'Robert Wise', 'J. Lee Thompson', 'Edward Dmytryk', 'Mike Nichols', 'Joseph Anthony', 'Gilles Mimouni', 'Michael Hoffman', 'Gordon Douglas', 'Walter Lang', 'Billy Wilder', 'James L. Brooks', 'Henry Hathaway', 'Robert Aldrich', 'Albert Dupontel', 'Lewis Milestone', 'Richard Linklater', 'George Marshall', 'Randa Haines', 'Michael Gordon', 'Hal Ashby', 'Marleen Gorris', 'Robert Harling', 'Hugh Wilson', 'Shirley MacLaine', 'George Roy Hill', 'Jack Cardiff', 'Herbert Ross', 'Arnold Laven', 'Vincente Minnelli', 'Andrew V. McLaglen', 'Don Siegel', 'George Seaton', 'William Wyler', 'Waris Hussein', 'Bob Fosse', 'Rob Reiner', 'Howard Hawks']]
Predicted Ans:    Rob Reiner
Predicted Path:   All in a Night's Work --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Path (Raw):       All in a Night's Work --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Rumor Has It... --[directed_by]--> Rob Reiner
Neg LogProb(↓):   0.920797
Path Entropy(↓):  1.581314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did sylvie white write the story for
Start Entity:     Sylvie White
Gold Answer:      [['Amish Grace']]
Predicted Ans:    Amish Grace
Predicted Path:   Sylvie White --[(INV) written_by]--> Amish Grace --[written_by]--> Teena Booth --[(INV) written_by]--> Amish Grace
Path (Raw):       Sylvie White --[(INV) written_by]--> Amish Grace --[written_by]--> Teena Booth --[(INV) written_by]--> Amish Grace
Neg LogProb(↓):   0.253668
Path Entropy(↓):  0.531987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by mary mccormack
Start Entity:     Mary McCormack
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Mary McCormack --[(INV) starred_actors]--> High Heels and Low Lifes --[has_genre]--> Comedy
Path (Raw):       Mary McCormack --[No Operation]--> Mary McCormack --[(INV) starred_actors]--> High Heels and Low Lifes --[has_genre]--> Comedy
Neg LogProb(↓):   0.443331
Path Entropy(↓):  0.670902
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by agnieszka holland were in which genres
Start Entity:     Agnieszka Holland
Gold Answer:      [['Drama', 'War', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   Agnieszka Holland --[(INV) directed_by]--> In Darkness --[has_genre]--> Drama
Path (Raw):       Agnieszka Holland --[No Operation]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[has_genre]--> Drama
Neg LogProb(↓):   0.042865
Path Entropy(↓):  0.187862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the stunt man
Start Entity:     The Stunt Man
Gold Answer:      [['1993', '2006', '1985', '1967', '1984', '1968', '1998', '2004', '1982', '1995', '1976', '1972', '1971', '1990', '2001', '1996', '1981', '2011', '1986', '1962', '1988', '1978', '1964', '1997', '1966', '1960', '1991', '1965', '1987', '1969']]
Predicted Ans:    1965
Predicted Path:   The Stunt Man --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[release_year]--> 1965
Path (Raw):       The Stunt Man --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[release_year]--> 1965
Neg LogProb(↓):   1.176236
Path Entropy(↓):  1.960618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of stagecoach
Start Entity:     Stagecoach
Gold Answer:      [['William Tracy', 'Bing Crosby', 'Flora Robson', 'Vera Miles', 'Philip Carey', 'Harrison Ford', 'Marjorie Rambeau', 'Katharine Hepburn', 'Shirley Jones', 'Gloria Stuart', 'Linda Darnell', 'Lee Marvin', 'James Cagney', 'Anne Bancroft', 'Thomas Mitchell', 'Edward G. Robinson', 'Dorothy Lamour', 'Will Rogers', 'Gig Young', 'Joanne Dru', 'Harry Carey Jr.', 'Grace Kelly', 'Barry Fitzgerald', 'Ian Hunter', 'Aaron Kwok', 'Barton MacLane', 'Clark Gable', 'James Coburn', 'Mary Astor', 'Frank Albertson', 'J. Farrell MacDonald', 'Kenneth MacKenna', 'Constance Towers', 'Tyrone Power', 'Henry Fonda', 'Gene Tierney', 'Richard Conte', 'Walter Pidgeon', 'Lee J. Cobb', 'Donna Reed', 'William Holden', 'Martin Gabel', 'Corinne Calvet', 'Don Ameche', 'Claudette Colbert', 'James Arness', 'Woody Strode', 'Lee Remick', 'Julie Christie', 'Ava Gardner', 'Sue Lyon', 'Margaret Leighton', 'Warner Baxter', 'Frank Sinatra', 'Dorothy Hart', 'James Millican', 'Tommy Lee Jones', 'Maggie Smith', 'Robert Francis', 'Eugenie Leontovich', 'Ethel Barrymore', 'Rochelle Hudson', 'James Stewart', 'Denzel Washington', 'Myrna Loy', 'Shirley Temple', 'Doris Day', 'Frank Lovejoy', 'Ben Johnson', 'Ward Bond', 'Dan Dailey', 'Brian Donlevy', 'Victor Mature', 'James Hall', 'Margaret Mann', 'Charles Morton', 'Donald Crisp', 'Andra Martin', 'John Wayne', 'David Torrence', 'Linda Cristal', 'Donald Sinden', 'Edmund Gwenn', 'Reginald Denny', 'Humphrey Bogart', "Maureen O'Hara", 'Jean Arthur', 'C. Aubrey Smith', 'Jeffrey Hunter', 'Joan Weldon', 'Robert Montgomery', 'Jon Hall', 'Raquel Welch', 'Anna Lee', 'James Whitmore', 'Anita Ekberg', 'Bob Hope', 'Richard Widmark', 'Rod Taylor', 'Jack Lemmon', 'Dean Martin', 'Jack Warden', "Edmond O'Brien", 'Elizabeth Allen', 'Harry Carey', 'Catherine Dale Owen', 'James Garner', 'Preston Foster', 'Heather Angel', 'William Powell', 'Stepin Fetchit', 'Jack Klugman', 'Margot Grahame', 'Edmund Lowe', 'Carolyn Jones', 'Carroll Baker', 'Wallace Ford', 'Boris Karloff', 'Victor McLaglen', 'Spencer Tracy', 'Charley Grapewin']]
Predicted Ans:    John Wayne
Predicted Path:   Stagecoach --[directed_by]--> John Ford --[(INV) directed_by]--> Rio Grande --[starred_actors]--> John Wayne
Path (Raw):       Stagecoach --[directed_by]--> John Ford --[(INV) directed_by]--> Rio Grande --[starred_actors]--> John Wayne
Neg LogProb(↓):   1.578177
Path Entropy(↓):  2.840218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the boy and the pirates
Start Entity:     The Boy and the Pirates
Gold Answer:      [['Village of the Giants', 'The Food of the Gods', 'Attack of the Puppet People', 'The Magic Sword', 'Empire of the Ants', 'Tormented']]
Predicted Ans:    Tormented
Predicted Path:   The Boy and the Pirates --[written_by]--> Bert I. Gordon --[(INV) written_by]--> Tormented
Path (Raw):       The Boy and the Pirates --[written_by]--> Bert I. Gordon --[(INV) written_by]--> Tormented --[No Operation]--> Tormented
Neg LogProb(↓):   0.822382
Path Entropy(↓):  1.483360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by katharine hepburn
Start Entity:     Katharine Hepburn
Gold Answer:      [['1946', '1944', '1959', '1936', '1967', '1935', '1968', '1939', '1933', '1957', '1951', '2010', '1973', '1947', '1994', '1956', '1948', '1971', '1942', '1940', '1938', '1981', '1949', '1997', '1975', '1950', '1952', '1945', '1987', '1937']]
Predicted Ans:    1951
Predicted Path:   Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[release_year]--> 1951
Path (Raw):       Katharine Hepburn --[No Operation]--> Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[release_year]--> 1951
Neg LogProb(↓):   1.229041
Path Entropy(↓):  2.445627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the unfaithful wife
Start Entity:     The Unfaithful Wife
Gold Answer:      [['Danièle Gégauff', 'Stéphane Audran', 'Jacqueline Sassard', 'Louis Jourdan', 'Van Heflin', 'François Cluzet', 'Jennifer Jones', 'Isabelle Huppert', 'James Mason', 'Paul Gégauff', 'Emmanuelle Béart']]
Predicted Ans:    Stéphane Audran
Predicted Path:   The Unfaithful Wife --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Path (Raw):       The Unfaithful Wife --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Neg LogProb(↓):   0.508383
Path Entropy(↓):  1.112073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of young adult was
Start Entity:     Young Adult
Gold Answer:      [['Jason Reitman']]
Predicted Ans:    Jason Reitman
Predicted Path:   Young Adult --[directed_by]--> Jason Reitman --[(INV) directed_by]--> Young Adult --[directed_by]--> Jason Reitman
Path (Raw):       Young Adult --[directed_by]--> Jason Reitman --[(INV) directed_by]--> Young Adult --[directed_by]--> Jason Reitman
Neg LogProb(↓):   0.110562
Path Entropy(↓):  0.430694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by stone of destiny actors
Start Entity:     Stone of Destiny
Gold Answer:      [['Gary Winick', 'Jonathan English', 'Roland Joffé']]
Predicted Ans:    Roland Joffé
Predicted Path:   Stone of Destiny --[starred_actors]--> Charlie Cox --[(INV) starred_actors]--> There Be Dragons --[directed_by]--> Roland Joffé
Path (Raw):       Stone of Destiny --[starred_actors]--> Charlie Cox --[(INV) starred_actors]--> There Be Dragons --[directed_by]--> Roland Joffé
Neg LogProb(↓):   0.024764
Path Entropy(↓):  0.116262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the butcher brothers were released in which years
Start Entity:     The Butcher Brothers
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Butcher Brothers --[(INV) written_by]--> The Violent Kind --[release_year]--> 2010
Path (Raw):       The Butcher Brothers --[No Operation]--> The Butcher Brothers --[(INV) written_by]--> The Violent Kind --[release_year]--> 2010
Neg LogProb(↓):   0.000062
Path Entropy(↓):  0.000662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was high plains drifter released
Start Entity:     High Plains Drifter
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   High Plains Drifter --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Path (Raw):       High Plains Drifter --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Neg LogProb(↓):   2.529991
Path Entropy(↓):  4.020218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is days of glory
Start Entity:     Days of Glory
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Days of Glory --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Days of Glory --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.476220
Path Entropy(↓):  2.504683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of stay tuned
Start Entity:     Stay Tuned
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Stay Tuned --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[in_language]--> English
Path (Raw):       Stay Tuned --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[in_language]--> English
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in searching for debra winger
Start Entity:     Searching for Debra Winger
Gold Answer:      [['Romance', 'Biography', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Searching for Debra Winger --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[has_genre]--> Drama
Path (Raw):       Searching for Debra Winger --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.062481
Path Entropy(↓):  0.299334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did peter barnes write
Start Entity:     Peter Barnes
Gold Answer:      [['The Ruling Class']]
Predicted Ans:    The Ruling Class
Predicted Path:   Peter Barnes --[(INV) written_by]--> The Ruling Class --[written_by]--> Peter Barnes --[(INV) written_by]--> The Ruling Class
Path (Raw):       Peter Barnes --[(INV) written_by]--> The Ruling Class --[written_by]--> Peter Barnes --[(INV) written_by]--> The Ruling Class
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie toys
Start Entity:     Toys
Gold Answer:      [['robin williams', 'music', 'surreal', 'joan cusack']]
Predicted Ans:    macabre
Predicted Path:   Toys --[has_tags]--> joan cusack --[(INV) has_tags]--> Addams Family Values --[has_tags]--> macabre
Path (Raw):       Toys --[has_tags]--> joan cusack --[(INV) has_tags]--> Addams Family Values --[has_tags]--> macabre
Neg LogProb(↓):   0.013758
Path Entropy(↓):  0.084087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films starred by percy waram
Start Entity:     Percy Waram
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Percy Waram --[(INV) starred_actors]--> The Big Hangover --[has_genre]--> Comedy
Path (Raw):       Percy Waram --[No Operation]--> Percy Waram --[(INV) starred_actors]--> The Big Hangover --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of jar city
Start Entity:     Jar City
Gold Answer:      [['Contraband', '101 Reykjavík', 'Inhale', 'The Sea', '2 Guns', 'A Little Trip to Heaven', 'The Deep']]
Predicted Ans:    The Deep
Predicted Path:   Jar City --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep
Path (Raw):       Jar City --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep --[No Operation]--> The Deep
Neg LogProb(↓):   0.032176
Path Entropy(↓):  0.151746
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie zapped!
Start Entity:     Zapped!
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Zapped! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Zapped! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.082558
Path Entropy(↓):  4.518895
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by brillante mendoza
Start Entity:     Brillante Mendoza
Gold Answer:      [['Filipino']]
Predicted Ans:    Filipino
Predicted Path:   Brillante Mendoza --[(INV) directed_by]--> Thy Womb --[in_language]--> Filipino
Path (Raw):       Brillante Mendoza --[No Operation]--> Brillante Mendoza --[(INV) directed_by]--> Thy Womb --[in_language]--> Filipino
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the piano teacher actors
Start Entity:     The Piano Teacher
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The Piano Teacher --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[in_language]--> French
Path (Raw):       The Piano Teacher --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> Comedy of Power --[in_language]--> French
Neg LogProb(↓):   0.371680
Path Entropy(↓):  1.013666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the great war were directed by who
Start Entity:     The Great War
Gold Answer:      [['Vittorio De Sica', 'Mario Monicelli', 'Federico Fellini', 'Luchino Visconti']]
Predicted Ans:    Mario Monicelli
Predicted Path:   The Great War --[written_by]--> Mario Monicelli --[(INV) written_by]--> Big Deal on Madonna Street --[directed_by]--> Mario Monicelli
Path (Raw):       The Great War --[written_by]--> Mario Monicelli --[(INV) written_by]--> Big Deal on Madonna Street --[directed_by]--> Mario Monicelli
Neg LogProb(↓):   0.020675
Path Entropy(↓):  0.123933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of suite francaise
Start Entity:     Suite Française
Gold Answer:      [['Bel Ami', 'A Handful of Dust', 'Dick', 'Bitter Moon', 'Deception', "But I'm a Cheerleader", 'Land of Plenty', 'Incendiary', 'Love Crime', 'Leaving', 'An Unforgettable Summer', 'Gosford Park', 'Easy Virtue', 'Focus', 'Wendy and Lucy', 'Blue Valentine', 'Under the Cherry Moon', 'The Confessional', 'Oz the Great and Powerful', 'The Valet', 'The Woman in the Fifth', 'Man to Man', 'Mammoth', 'Take This Waltz', 'My Week with Marilyn', 'Only God Forgives', 'Random Hearts', 'The Wolf of Wall Street', 'Keeping Mum']]
Predicted Ans:    Gosford Park
Predicted Path:   Suite Française --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Gosford Park
Path (Raw):       Suite Française --[starred_actors]--> Kristin Scott Thomas --[No Operation]--> Kristin Scott Thomas --[(INV) starred_actors]--> Gosford Park
Neg LogProb(↓):   0.925412
Path Entropy(↓):  1.642013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of the distinguished gentleman
Start Entity:     The Distinguished Gentleman
Gold Answer:      [['The Whole Nine Yards', 'The Fighting Temptations', 'My Cousin Vinny', 'Greedy', 'Wild Target', 'Sgt. Bilko', 'Clue', 'Nuns on the Run']]
Predicted Ans:    My Cousin Vinny
Predicted Path:   The Distinguished Gentleman --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> My Cousin Vinny
Path (Raw):       The Distinguished Gentleman --[No Operation]--> The Distinguished Gentleman --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> My Cousin Vinny
Neg LogProb(↓):   0.795755
Path Entropy(↓):  1.404966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is running scared
Start Entity:     Running Scared
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Running Scared --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Running Scared --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.199726
Path Entropy(↓):  4.886120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer michael colton
Start Entity:     Michael Colton
Gold Answer:      [['Chris Miller', 'Christopher Knights', 'Tom McGrath']]
Predicted Ans:    Tom McGrath
Predicted Path:   Michael Colton --[(INV) written_by]--> Penguins of Madagascar --[starred_actors]--> Tom McGrath
Path (Raw):       Michael Colton --[No Operation]--> Michael Colton --[(INV) written_by]--> Penguins of Madagascar --[starred_actors]--> Tom McGrath
Neg LogProb(↓):   0.003633
Path Entropy(↓):  0.026509
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the the castle director
Start Entity:     The Castle
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Castle --[directed_by]--> Rob Sitch --[(INV) directed_by]--> The Castle --[has_genre]--> Comedy
Path (Raw):       The Castle --[directed_by]--> Rob Sitch --[(INV) directed_by]--> The Castle --[has_genre]--> Comedy
Neg LogProb(↓):   0.016767
Path Entropy(↓):  0.094307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for strange invaders
Start Entity:     Strange Invaders
Gold Answer:      [['Michael Laughlin']]
Predicted Ans:    Cordell Barker
Predicted Path:   Strange Invaders --[directed_by]--> Michael Laughlin --[(INV) directed_by]--> Strange Invaders --[directed_by]--> Cordell Barker
Path (Raw):       Strange Invaders --[directed_by]--> Michael Laughlin --[(INV) directed_by]--> Strange Invaders --[directed_by]--> Cordell Barker
Neg LogProb(↓):   0.420437
Path Entropy(↓):  1.099748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Annabelle, when was it released
Start Entity:     Annabelle
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Annabelle --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Annabelle --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.877431
Path Entropy(↓):  4.414165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of paranormal activity 4
Start Entity:     Paranormal Activity 4
Gold Answer:      [['1958']]
Predicted Ans:    2012
Predicted Path:   Paranormal Activity 4 --[written_by]--> Christopher Landon --[(INV) written_by]--> Paranormal Activity 4 --[release_year]--> 2012
Path (Raw):       Paranormal Activity 4 --[written_by]--> Christopher Landon --[(INV) written_by]--> Paranormal Activity 4 --[release_year]--> 2012
Neg LogProb(↓):   0.053862
Path Entropy(↓):  0.244787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by robert dillon were in which languages
Start Entity:     Robert Dillon
Gold Answer:      [['French', 'English', 'Finnish']]
Predicted Ans:    English
Predicted Path:   Robert Dillon --[(INV) written_by]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       Robert Dillon --[No Operation]--> Robert Dillon --[(INV) written_by]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.511779
Path Entropy(↓):  0.676221
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in naked weapon
Start Entity:     Naked Weapon
Gold Answer:      [['Daniel Wu']]
Predicted Ans:    Kevin Spacey
Predicted Path:   Naked Weapon --[starred_actors]--> Daniel Wu --[(INV) starred_actors]--> Inseparable --[starred_actors]--> Kevin Spacey
Path (Raw):       Naked Weapon --[starred_actors]--> Daniel Wu --[(INV) starred_actors]--> Inseparable --[starred_actors]--> Kevin Spacey
Neg LogProb(↓):   0.004224
Path Entropy(↓):  0.027385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by jayson rothwell
Start Entity:     Jayson Rothwell
Gold Answer:      [['Simon Fellows']]
Predicted Ans:    Simon Fellows
Predicted Path:   Jayson Rothwell --[(INV) written_by]--> Malice in Wonderland --[directed_by]--> Simon Fellows
Path (Raw):       Jayson Rothwell --[No Operation]--> Jayson Rothwell --[(INV) written_by]--> Malice in Wonderland --[directed_by]--> Simon Fellows
Neg LogProb(↓):   0.000060
Path Entropy(↓):  0.000641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote moscow on the hudson
Start Entity:     Moscow on the Hudson
Gold Answer:      [['Paul Mazursky']]
Predicted Ans:    Paul Mazursky
Predicted Path:   Moscow on the Hudson --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[written_by]--> Paul Mazursky
Path (Raw):       Moscow on the Hudson --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[written_by]--> Paul Mazursky
Neg LogProb(↓):   0.138769
Path Entropy(↓):  0.463768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of daydream nation
Start Entity:     Daydream Nation
Gold Answer:      [['Stealth', 'Stolen', 'Hulk', 'Poseidon', 'Ceremony', 'Little Accidents', 'American Psycho', 'Sweet Home Alabama', 'Session 9', 'Assassination of a High School President', 'Glory Road']]
Predicted Ans:    Poseidon
Predicted Path:   Daydream Nation --[starred_actors]--> Josh Lucas --[(INV) starred_actors]--> Poseidon
Path (Raw):       Daydream Nation --[No Operation]--> Daydream Nation --[starred_actors]--> Josh Lucas --[(INV) starred_actors]--> Poseidon
Neg LogProb(↓):   0.281113
Path Entropy(↓):  1.131371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by dust screenwriters
Start Entity:     Dust
Gold Answer:      [['War']]
Predicted Ans:    Drama
Predicted Path:   Dust --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Dust --[has_genre]--> Drama
Path (Raw):       Dust --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.044092
Path Entropy(↓):  0.216972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed demonlover
Start Entity:     Demonlover
Gold Answer:      [['Olivier Assayas']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Demonlover --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Something in the Air --[directed_by]--> Olivier Assayas
Path (Raw):       Demonlover --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Something in the Air --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.318810
Path Entropy(↓):  0.787189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the color purple
Start Entity:     The Color Purple
Gold Answer:      [['Philip Kaufman', 'Hergé', 'Jeffrey Boam', 'Michael Crichton', 'Jon Cohen', 'David Franzoni', 'Philip K. Dick', 'George Lucas', 'Willard Huyck', 'Gloria Katz', 'Peter Benchley', 'Lawrence Kasdan', 'James V. Hart', 'Malia Scotch Marmo', 'David Koepp', 'Josh Friedman', 'Joe Cornish', 'Richard Matheson', 'Melissa Mathison', 'Eric Roth', 'Jeff Nathanson', 'Steven Moffat', 'Steven Zaillian', 'Tony Kushner', 'Doris Kearns Goodwin', 'Steven Spielberg', 'Robert Zemeckis', 'Bob Gale', 'Edgar Wright', 'Michael Morpurgo', 'Thomas Keneally', 'Carl Gottlieb', 'Nick Castle', 'Robert Rodat', 'Brian Aldiss', 'Ian Watson']]
Predicted Ans:    Philip Kaufman
Predicted Path:   The Color Purple --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[written_by]--> Philip Kaufman
Path (Raw):       The Color Purple --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[written_by]--> Philip Kaufman
Neg LogProb(↓):   1.108604
Path Entropy(↓):  2.468480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did peter chelsom write
Start Entity:     Peter Chelsom
Gold Answer:      [['Funny Bones', 'Hector and the Search for Happiness', 'Hear My Song']]
Predicted Ans:    Hector and the Search for Happiness
Predicted Path:   Peter Chelsom --[(INV) written_by]--> Hector and the Search for Happiness --[written_by]--> Maria von Heland --[(INV) written_by]--> Hector and the Search for Happiness
Path (Raw):       Peter Chelsom --[(INV) written_by]--> Hector and the Search for Happiness --[written_by]--> Maria von Heland --[(INV) written_by]--> Hector and the Search for Happiness
Neg LogProb(↓):   0.685274
Path Entropy(↓):  1.148583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does nell cattrysse star in
Start Entity:     Nell Cattrysse
Gold Answer:      [['The Broken Circle Breakdown']]
Predicted Ans:    The Broken Circle Breakdown
Predicted Path:   Nell Cattrysse --[(INV) starred_actors]--> The Broken Circle Breakdown --[starred_actors]--> Johan Heldenbergh --[(INV) starred_actors]--> The Broken Circle Breakdown
Path (Raw):       Nell Cattrysse --[(INV) starred_actors]--> The Broken Circle Breakdown --[starred_actors]--> Johan Heldenbergh --[(INV) starred_actors]--> The Broken Circle Breakdown
Neg LogProb(↓):   0.698115
Path Entropy(↓):  0.792431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed gangster squad
Start Entity:     Gangster Squad
Gold Answer:      [['Rhett Reese', 'Paul Wernick']]
Predicted Ans:    Will Beall
Predicted Path:   Gangster Squad --[directed_by]--> Ruben Fleischer --[(INV) directed_by]--> Gangster Squad --[written_by]--> Will Beall
Path (Raw):       Gangster Squad --[directed_by]--> Ruben Fleischer --[(INV) directed_by]--> Gangster Squad --[written_by]--> Will Beall
Neg LogProb(↓):   0.031127
Path Entropy(↓):  0.155516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by jj feild
Start Entity:     JJ Feild
Gold Answer:      [['Shannon Hale', 'Jerusha Hess']]
Predicted Ans:    Hattie Dalton
Predicted Path:   JJ Feild --[(INV) starred_actors]--> Third Star --[directed_by]--> Hattie Dalton
Path (Raw):       JJ Feild --[No Operation]--> JJ Feild --[(INV) starred_actors]--> Third Star --[directed_by]--> Hattie Dalton
Neg LogProb(↓):   0.019336
Path Entropy(↓):  0.094715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the little shop of horrors
Start Entity:     The Little Shop of Horrors
Gold Answer:      [['Mel Welles', 'Dick Miller', 'Jonathan Haze', 'Jackie Joseph']]
Predicted Ans:    Jonathan Haze
Predicted Path:   The Little Shop of Horrors --[starred_actors]--> Jonathan Haze --[(INV) starred_actors]--> The Little Shop of Horrors --[starred_actors]--> Jonathan Haze
Path (Raw):       The Little Shop of Horrors --[starred_actors]--> Jonathan Haze --[(INV) starred_actors]--> The Little Shop of Horrors --[starred_actors]--> Jonathan Haze
Neg LogProb(↓):   0.973248
Path Entropy(↓):  1.347030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in three wise fools
Start Entity:     Three Wise Fools
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Three Wise Fools --[starred_actors]--> Margaret O'Brien --[(INV) starred_actors]--> The Secret Garden --[has_genre]--> Drama
Path (Raw):       Three Wise Fools --[starred_actors]--> Margaret O'Brien --[(INV) starred_actors]--> The Secret Garden --[has_genre]--> Drama
Neg LogProb(↓):   0.781786
Path Entropy(↓):  1.052859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a very potter sequel are written by who
Start Entity:     A Very Potter Sequel
Gold Answer:      [['Nick Lang', 'Brian Holden', 'Michelle Morgan', 'Matt Lang']]
Predicted Ans:    Nick Lang
Predicted Path:   A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen --[(INV) starred_actors]--> A Very Potter Sequel --[written_by]--> Nick Lang
Path (Raw):       A Very Potter Sequel --[starred_actors]--> Bonnie Gruesen --[(INV) starred_actors]--> A Very Potter Sequel --[written_by]--> Nick Lang
Neg LogProb(↓):   0.019059
Path Entropy(↓):  0.105536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is get out your handkerchiefs in
Start Entity:     Get Out Your Handkerchiefs
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Get Out Your Handkerchiefs --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Get Out Your Handkerchiefs --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.175805
Path Entropy(↓):  3.193398
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of respiro
Start Entity:     Respiro
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Terraferma --[has_genre]--> Drama
Path (Raw):       Respiro --[directed_by]--> Emanuele Crialese --[(INV) directed_by]--> Terraferma --[has_genre]--> Drama
Neg LogProb(↓):   0.002190
Path Entropy(↓):  0.015585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter douglas kenney
Start Entity:     Douglas Kenney
Gold Answer:      [['Chevy Chase', 'Tom Hulce', 'Rodney Dangerfield', 'Ted Knight']]
Predicted Ans:    Chevy Chase
Predicted Path:   Douglas Kenney --[(INV) written_by]--> Caddyshack --[starred_actors]--> Chevy Chase
Path (Raw):       Douglas Kenney --[No Operation]--> Douglas Kenney --[(INV) written_by]--> Caddyshack --[starred_actors]--> Chevy Chase
Neg LogProb(↓):   0.037075
Path Entropy(↓):  0.160468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of extraterrestrial starred who
Start Entity:     Extraterrestrial
Gold Answer:      [['Neil Maskell', 'Nacho Vigalondo', 'Sasha Grey', 'Elijah Wood']]
Predicted Ans:    Michelle Jenner
Predicted Path:   Extraterrestrial --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial --[starred_actors]--> Michelle Jenner
Path (Raw):       Extraterrestrial --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial --[starred_actors]--> Michelle Jenner
Neg LogProb(↓):   0.134953
Path Entropy(↓):  0.467389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a movie written by zelda sears
Start Entity:     Zelda Sears
Gold Answer:      [['The Divorcee']]
Predicted Ans:    The Divorcee
Predicted Path:   Zelda Sears --[(INV) written_by]--> The Divorcee --[written_by]--> Zelda Sears --[(INV) written_by]--> The Divorcee
Path (Raw):       Zelda Sears --[(INV) written_by]--> The Divorcee --[written_by]--> Zelda Sears --[(INV) written_by]--> The Divorcee
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of toni
Start Entity:     Toni
Gold Answer:      [['Giulio Macchi', 'Renzo Avanzo', 'René Fauchois', 'Burgess Meredith', 'Vereen Bell', 'Jack Kirkland', 'André de Lorde', 'Julian Barry', 'George Sessions Perry', 'Charles Spaak', 'Rumer Godden', 'Maxim Gorky', 'Jarmo Lampela', 'Octave Mirbeau', 'Émile Zola', 'Jean Renoir', 'Robert Dillon', 'Prosper Mérimée']]
Predicted Ans:    Jean Renoir
Predicted Path:   Toni --[directed_by]--> Jean Renoir --[(INV) directed_by]--> La Bête Humaine --[written_by]--> Jean Renoir
Path (Raw):       Toni --[directed_by]--> Jean Renoir --[(INV) directed_by]--> La Bête Humaine --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.480795
Path Entropy(↓):  1.104777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by mara hobel in
Start Entity:     Mara Hobel
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mara Hobel --[(INV) starred_actors]--> Broadway Damage --[has_genre]--> Comedy
Path (Raw):       Mara Hobel --[No Operation]--> Mara Hobel --[(INV) starred_actors]--> Broadway Damage --[has_genre]--> Comedy
Neg LogProb(↓):   0.365177
Path Entropy(↓):  0.615802
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for torch song trilogy
Start Entity:     Torch Song Trilogy
Gold Answer:      [['Harvey Fierstein']]
Predicted Ans:    Harvey Fierstein
Predicted Path:   Torch Song Trilogy --[written_by]--> Harvey Fierstein --[(INV) written_by]--> Torch Song Trilogy --[written_by]--> Harvey Fierstein
Path (Raw):       Torch Song Trilogy --[written_by]--> Harvey Fierstein --[(INV) written_by]--> Torch Song Trilogy --[written_by]--> Harvey Fierstein
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by daddy day care screenwriters
Start Entity:     Daddy Day Care
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Daddy Day Care --[written_by]--> Geoff Rodkey --[(INV) written_by]--> RV --[has_genre]--> Comedy
Path (Raw):       Daddy Day Care --[written_by]--> Geoff Rodkey --[(INV) written_by]--> RV --[has_genre]--> Comedy
Neg LogProb(↓):   0.000239
Path Entropy(↓):  0.002230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote a tale of two cities
Start Entity:     A Tale of Two Cities
Gold Answer:      [['Charles Dickens']]
Predicted Ans:    Charles Dickens
Predicted Path:   A Tale of Two Cities --[written_by]--> Charles Dickens --[(INV) written_by]--> Little Dorrit --[written_by]--> Charles Dickens
Path (Raw):       A Tale of Two Cities --[written_by]--> Charles Dickens --[(INV) written_by]--> Little Dorrit --[written_by]--> Charles Dickens
Neg LogProb(↓):   1.197233
Path Entropy(↓):  1.672715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with joan greenwood
Start Entity:     Joan Greenwood
Gold Answer:      [['Alec Guinness', 'Dennis Price', 'Max Wall', 'Cecil Parker', 'Valerie Hobson', 'Derek Jacobi']]
Predicted Ans:    Derek Jacobi
Predicted Path:   Joan Greenwood --[(INV) starred_actors]--> Little Dorrit --[starred_actors]--> Derek Jacobi
Path (Raw):       Joan Greenwood --[No Operation]--> Joan Greenwood --[(INV) starred_actors]--> Little Dorrit --[starred_actors]--> Derek Jacobi
Neg LogProb(↓):   0.249689
Path Entropy(↓):  0.641941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the fatal hour actors
Start Entity:     The Fatal Hour
Gold Answer:      [['Terry O. Morse', 'Robert Wise', 'Edward Dmytryk', 'Cecil B. DeMille', 'Lew Landers', 'Charles Lamont', 'Charles Brabin', 'Ulli Lommel', 'Karl Freund', 'Nick Grinde', 'Erle C. Kenton', 'John Ford', 'Mark Robson', 'J. Searle Dawley', 'Terence Fisher', 'Michael Curtiz', 'Stephen Sommers', 'Jacques Tourneur', 'Douglas Sirk', 'Preston A. Whitmore II', 'Jesper Ganslandt', 'Mario Bava', 'William Nigh', 'Roger Corman', 'James Whale', 'Joseph Pevney', 'Robert Day', 'Rowland V. Lee', 'Edgar G. Ulmer', 'James McTeigue', 'Roy William Neill']]
Predicted Ans:    Roger Corman
Predicted Path:   The Fatal Hour --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       The Fatal Hour --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.081857
Path Entropy(↓):  1.689068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the andromeda strain
Start Entity:     The Andromeda Strain
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   The Andromeda Strain --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       The Andromeda Strain --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   1.568444
Path Entropy(↓):  3.721476
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in cinema verite
Start Entity:     Cinema Verite
Gold Answer:      [['James Gandolfini', 'Diane Lane']]
Predicted Ans:    Paul Dano
Predicted Path:   Cinema Verite --[directed_by]--> Robert Pulcini --[(INV) directed_by]--> The Extra Man --[starred_actors]--> Paul Dano
Path (Raw):       Cinema Verite --[directed_by]--> Robert Pulcini --[(INV) directed_by]--> The Extra Man --[starred_actors]--> Paul Dano
Neg LogProb(↓):   0.489451
Path Entropy(↓):  1.112479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of phantom of the opera
Start Entity:     Phantom of the Opera
Gold Answer:      [['The Incredible Mr. Limpet', 'Francis', 'Impact', 'Idol of the Crowds']]
Predicted Ans:    Idol of the Crowds
Predicted Path:   Phantom of the Opera --[directed_by]--> Arthur Lubin --[(INV) directed_by]--> Idol of the Crowds
Path (Raw):       Phantom of the Opera --[No Operation]--> Phantom of the Opera --[directed_by]--> Arthur Lubin --[(INV) directed_by]--> Idol of the Crowds
Neg LogProb(↓):   0.515848
Path Entropy(↓):  1.304997
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director adrian lyne
Start Entity:     Adrian Lyne
Gold Answer:      [['Cherie Currie', 'Dominique Swain', 'Glenn Close', 'Anne Archer', 'Robert Redford', 'Demi Moore', 'Richard Gere', 'Jeremy Irons', 'Michael Douglas', 'Diane Lane', 'Olivier Martinez', 'Shelley Winters', 'Frank Langella', 'Melanie Griffith', 'Sue Lyon', 'Danny Aiello', 'Woody Harrelson', 'Tim Robbins', 'Jodie Foster', 'James Mason', 'Elizabeth Peña']]
Predicted Ans:    Woody Harrelson
Predicted Path:   Adrian Lyne --[(INV) directed_by]--> Indecent Proposal --[starred_actors]--> Woody Harrelson
Path (Raw):       Adrian Lyne --[No Operation]--> Adrian Lyne --[(INV) directed_by]--> Indecent Proposal --[starred_actors]--> Woody Harrelson
Neg LogProb(↓):   0.440701
Path Entropy(↓):  0.941528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of through a glass darkly
Start Entity:     Through a Glass Darkly
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Lacey Chabert', 'Cary Grant', 'Viggo Mortensen', 'Bibi Andersson', 'Liv Ullmann', 'Erland Josephson', 'Ingrid Bergman', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Brandon Quinn', 'Mercedes McNab', 'Michael Fassbender', 'Bengt Ekerot', 'Harriet Andersson', 'Gunnel Lindblom', 'Lena Nyman', 'Tygh Runyan']]
Predicted Ans:    Max von Sydow
Predicted Path:   Through a Glass Darkly --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> The Magician --[starred_actors]--> Max von Sydow
Path (Raw):       Through a Glass Darkly --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> The Magician --[starred_actors]--> Max von Sydow
Neg LogProb(↓):   0.594330
Path Entropy(↓):  1.282782
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the searchers
Start Entity:     The Searchers
Gold Answer:      [['Alan Le May']]
Predicted Ans:    Alan Le May
Predicted Path:   The Searchers --[written_by]--> Alan Le May --[(INV) written_by]--> The Searchers --[written_by]--> Alan Le May
Path (Raw):       The Searchers --[written_by]--> Alan Le May --[(INV) written_by]--> The Searchers --[written_by]--> Alan Le May
Neg LogProb(↓):   0.325186
Path Entropy(↓):  0.728302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by clark johnson
Start Entity:     Clark Johnson
Gold Answer:      [['Samuel L. Jackson', 'Colin Farrell', 'Michelle Rodriguez', 'LL Cool J', 'John Carradine', 'Chris Sarandon', 'Cristina Raines', 'Michael Douglas', 'Kiefer Sutherland', 'Eva Longoria']]
Predicted Ans:    Michael Douglas
Predicted Path:   Clark Johnson --[(INV) directed_by]--> The Sentinel --[starred_actors]--> Michael Douglas
Path (Raw):       Clark Johnson --[No Operation]--> Clark Johnson --[(INV) directed_by]--> The Sentinel --[starred_actors]--> Michael Douglas
Neg LogProb(↓):   0.541470
Path Entropy(↓):  0.802084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with a birder's guide to everything fall under
Start Entity:     A Birder's Guide to Everything
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   A Birder's Guide to Everything --[starred_actors]--> Katie Chang --[(INV) starred_actors]--> The Bling Ring --[has_genre]--> Crime
Path (Raw):       A Birder's Guide to Everything --[starred_actors]--> Katie Chang --[(INV) starred_actors]--> The Bling Ring --[has_genre]--> Crime
Neg LogProb(↓):   0.784082
Path Entropy(↓):  1.237237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie lords of dogtown released
Start Entity:     Lords of Dogtown
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Lords of Dogtown --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Lords of Dogtown --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.908331
Path Entropy(↓):  4.370657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dobermann are written by who
Start Entity:     Dobermann
Gold Answer:      [['Jez Butterworth', 'Christopher Hampton', 'Linda Woolverton', 'Christophe Gans', 'Chris Roberts', 'Luc Besson', 'Spike Lee', 'Romain Gavras', 'Gilles Mimouni', 'Kim Chapiron', 'Christian Chapiron', 'Giuseppe Tornatore', 'James Siegel', 'Billy Wilder', 'Jet Li', 'Philippe Garrel', 'Joe Ahearne', 'Heitor Dhalia', 'Simon Moore', 'John Kerr', 'Tonino Benacquista', 'Dominik Moll', 'Matthew Lewis', 'Luciano Vincenzoni', 'Jean Cocteau', 'Jacques Audiard', 'Michael Davis', 'John Hodge', 'Roger Allers', 'John Wainwright', 'Stéphane Cabel', 'Marina de Van', 'Jacques Akchoti']]
Predicted Ans:    Heitor Dhalia
Predicted Path:   Dobermann --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[written_by]--> Heitor Dhalia
Path (Raw):       Dobermann --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[written_by]--> Heitor Dhalia
Neg LogProb(↓):   0.308852
Path Entropy(↓):  0.661563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of rough night in jericho were directed by who
Start Entity:     Rough Night in Jericho
Gold Answer:      [['Ralph Nelson', 'Gordon Douglas']]
Predicted Ans:    Gordon Douglas
Predicted Path:   Rough Night in Jericho --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome --[directed_by]--> Gordon Douglas
Path (Raw):       Rough Night in Jericho --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome --[directed_by]--> Gordon Douglas
Neg LogProb(↓):   0.007720
Path Entropy(↓):  0.046777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the amazing spider - man 2
Start Entity:     The Amazing Spider-Man 2
Gold Answer:      [['2012', '2013', '2009', '2007']]
Predicted Ans:    2012
Predicted Path:   The Amazing Spider-Man 2 --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[release_year]--> 2012
Path (Raw):       The Amazing Spider-Man 2 --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[release_year]--> 2012
Neg LogProb(↓):   0.460180
Path Entropy(↓):  1.243456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film daredevil were released in which years
Start Entity:     Daredevil
Gold Answer:      [['1998', '2007', '2010', '2002', '2013']]
Predicted Ans:    1998
Predicted Path:   Daredevil --[directed_by]--> Mark Steven Johnson --[(INV) directed_by]--> Simon Birch --[release_year]--> 1998
Path (Raw):       Daredevil --[directed_by]--> Mark Steven Johnson --[(INV) directed_by]--> Simon Birch --[release_year]--> 1998
Neg LogProb(↓):   0.134249
Path Entropy(↓):  0.449006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by hunter hill
Start Entity:     Hunter Hill
Gold Answer:      [['Perry Moore']]
Predicted Ans:    Hunter Hill
Predicted Path:   Hunter Hill --[(INV) directed_by]--> Lake City --[written_by]--> Hunter Hill
Path (Raw):       Hunter Hill --[No Operation]--> Hunter Hill --[(INV) directed_by]--> Lake City --[written_by]--> Hunter Hill
Neg LogProb(↓):   0.031666
Path Entropy(↓):  0.140813
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same actor of the music of chance
Start Entity:     The Music of Chance
Gold Answer:      [['Keys to Tulsa', 'Speaking of Sex', 'The Adventures of Elmo in Grouchland', 'True Colors', 'The House on Carroll Street', 'Crash', 'Bad Influence', 'Supernova', 'The Rachel Papers', 'Mannequin', 'Storyville', 'Secretary', 'Critical Care', 'White Palace', 'Wolf', 'Alien Hunter', 'Tuff Turf', 'Alien Nation', 'The Hunchback', 'Daniel', 'Stargate', 'Less Than Zero', 'The Pentagon Papers', 'The Watcher', 'Dream Lover', "Jack's Back"]]
Predicted Ans:    Stargate
Predicted Path:   The Music of Chance --[starred_actors]--> James Spader --[(INV) starred_actors]--> Stargate
Path (Raw):       The Music of Chance --[starred_actors]--> James Spader --[No Operation]--> James Spader --[(INV) starred_actors]--> Stargate
Neg LogProb(↓):   1.014896
Path Entropy(↓):  1.515236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed up periscope
Start Entity:     Up Periscope
Gold Answer:      [['1968', '1963', '1964', '1939', '1954', '1966', '1951', '1940', '1967', '2007']]
Predicted Ans:    1939
Predicted Path:   Up Periscope --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Stagecoach --[release_year]--> 1939
Path (Raw):       Up Periscope --[directed_by]--> Gordon Douglas --[(INV) directed_by]--> Stagecoach --[release_year]--> 1939
Neg LogProb(↓):   1.608431
Path Entropy(↓):  2.541985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of bury my heart at wounded knee
Start Entity:     Bury My Heart at Wounded Knee
Gold Answer:      [['Fantasy', 'Action']]
Predicted Ans:    Western
Predicted Path:   Bury My Heart at Wounded Knee --[written_by]--> Dee Brown --[(INV) written_by]--> Bury My Heart at Wounded Knee --[has_genre]--> Western
Path (Raw):       Bury My Heart at Wounded Knee --[written_by]--> Dee Brown --[(INV) written_by]--> Bury My Heart at Wounded Knee --[has_genre]--> Western
Neg LogProb(↓):   0.384553
Path Entropy(↓):  0.720031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies written by mio in the land of faraway writers
Start Entity:     Mio in the Land of Faraway
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Mio in the Land of Faraway --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The Brothers Lionheart --[in_language]--> Swedish
Path (Raw):       Mio in the Land of Faraway --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The Brothers Lionheart --[in_language]--> Swedish
Neg LogProb(↓):   0.006991
Path Entropy(↓):  0.041758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by paul saltzman release
Start Entity:     Paul Saltzman
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Paul Saltzman --[(INV) directed_by]--> Prom Night in Mississippi --[release_year]--> 2009
Path (Raw):       Paul Saltzman --[No Operation]--> Paul Saltzman --[(INV) directed_by]--> Prom Night in Mississippi --[release_year]--> 2009
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor tom arnold co - starred with who
Start Entity:     Tom Arnold
Gold Answer:      [['John Malkovich', 'Rick Moranis', 'David Paymer', 'Dax Shepard', 'Method Man', 'Dylan Sprouse', 'Cole Sprouse', 'Joan Cusack', 'Hugh Grant', 'Kevin Hart', 'Julianne Moore', 'Ryan Simpkins', 'Snoop Dogg', 'Gillian Jacobs', 'Andrea Roth', 'Kristin Chenoweth', 'Leslie Jordan', 'Kristen Bell']]
Predicted Ans:    Julianne Moore
Predicted Path:   Tom Arnold --[(INV) starred_actors]--> Nine Months --[starred_actors]--> Julianne Moore
Path (Raw):       Tom Arnold --[No Operation]--> Tom Arnold --[(INV) starred_actors]--> Nine Months --[starred_actors]--> Julianne Moore
Neg LogProb(↓):   0.633606
Path Entropy(↓):  1.543154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the birds
Start Entity:     The Birds
Gold Answer:      [['Hungry Hill', 'My Cousin Rachel', 'The Scapegoat', 'Last Summer', 'The Young Savages', 'Rebecca', 'Fuzz', 'Mister Buddwing', "Don't Look Now", "Frenchman's Creek", 'Strangers When We Meet']]
Predicted Ans:    Rebecca
Predicted Path:   The Birds --[written_by]--> Daphne Du Maurier --[(INV) written_by]--> Rebecca
Path (Raw):       The Birds --[written_by]--> Daphne Du Maurier --[(INV) written_by]--> Rebecca --[No Operation]--> Rebecca
Neg LogProb(↓):   0.856325
Path Entropy(↓):  1.354840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed barocco
Start Entity:     Barocco
Gold Answer:      [['Larry Brand', 'Gilles Perrault', 'André Téchiné']]
Predicted Ans:    André Téchiné
Predicted Path:   Barocco --[directed_by]--> André Téchiné --[(INV) directed_by]--> My Favorite Season --[written_by]--> André Téchiné
Path (Raw):       Barocco --[directed_by]--> André Téchiné --[(INV) directed_by]--> My Favorite Season --[written_by]--> André Téchiné
Neg LogProb(↓):   0.631973
Path Entropy(↓):  1.329393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie les miserables
Start Entity:     Les Misérables
Gold Answer:      [['Jean Gabin']]
Predicted Ans:    Harry Baur
Predicted Path:   Les Misérables --[starred_actors]--> Harry Baur --[(INV) starred_actors]--> Les Misérables --[starred_actors]--> Harry Baur
Path (Raw):       Les Misérables --[starred_actors]--> Harry Baur --[(INV) starred_actors]--> Les Misérables --[starred_actors]--> Harry Baur
Neg LogProb(↓):   0.842922
Path Entropy(↓):  2.271652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by hood of horror actors
Start Entity:     Hood of Horror
Gold Answer:      [['Albert Pyun', 'Jessy Terrero']]
Predicted Ans:    Albert Pyun
Predicted Path:   Hood of Horror --[starred_actors]--> Snoop Dogg --[(INV) starred_actors]--> Urban Menace --[directed_by]--> Albert Pyun
Path (Raw):       Hood of Horror --[starred_actors]--> Snoop Dogg --[(INV) starred_actors]--> Urban Menace --[directed_by]--> Albert Pyun
Neg LogProb(↓):   0.057631
Path Entropy(↓):  0.253841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did mitja okorn direct
Start Entity:     Mitja Okorn
Gold Answer:      [['Letters to Santa']]
Predicted Ans:    Letters to Santa
Predicted Path:   Mitja Okorn --[(INV) directed_by]--> Letters to Santa --[directed_by]--> Mitja Okorn --[(INV) directed_by]--> Letters to Santa
Path (Raw):       Mitja Okorn --[(INV) directed_by]--> Letters to Santa --[directed_by]--> Mitja Okorn --[(INV) directed_by]--> Letters to Santa
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed cradle will rock
Start Entity:     Cradle Will Rock
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Cradle Will Rock --[directed_by]--> Tim Robbins --[(INV) directed_by]--> Cradle Will Rock --[has_genre]--> Drama
Path (Raw):       Cradle Will Rock --[directed_by]--> Tim Robbins --[(INV) directed_by]--> Cradle Will Rock --[has_genre]--> Drama
Neg LogProb(↓):   0.007156
Path Entropy(↓):  0.043457
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the to have and have not director
Start Entity:     To Have and Have Not
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   To Have and Have Not --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Only Angels Have Wings --[has_genre]--> Drama
Path (Raw):       To Have and Have Not --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Only Angels Have Wings --[has_genre]--> Drama
Neg LogProb(↓):   1.093763
Path Entropy(↓):  1.864203
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the v. i. p. s
Start Entity:     The V.I.P.s
Gold Answer:      [['Bitter Victory', 'My Cousin Rachel', 'The Return of Swamp Thing', 'Madame Bovary', 'Raid on Rommel', 'The Rains of Ranchipur', 'Can-Can', 'Becket', 'Nineteen Eighty-Four', 'Reflections in a Golden Eye', 'Look Back in Anger', 'The Sandpiper', 'The Night of the Iguana', 'Swamp Thing', 'Secret Ceremony', 'A Date with Judy', 'The Spy Who Came in from the Cold', 'Where Eagles Dare', 'Raintree County', 'The Last Time I Saw Paris', 'Life with Father', 'Gigi', 'The Happy Time', 'Year of the Comet', 'Cleopatra', 'The Big Hangover', 'Boom!', 'Bluebeard', 'Silver Bears', 'Giant', 'Letter from an Unknown Woman', 'Ivanhoe', 'Equus', 'The Desert Rats', 'The Swan', 'Father of the Bride', 'BUtterfield 8', 'Suddenly, Last Summer', 'The 10th Victim', 'The Wild Geese', 'Three Coins in the Fountain', 'Hatari!', "Who's Afraid of Virginia Woolf?", 'Alexander the Great', 'National Velvet', 'The Trial', "Father's Little Dividend", 'The Taming of the Shrew', 'Cat on a Hot Tin Roof', 'A Little Night Music', 'Anne of the Thousand Days', 'The Robe', 'A Place in the Sun']]
Predicted Ans:    Who's Afraid of Virginia Woolf?
Predicted Path:   The V.I.P.s --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Path (Raw):       The V.I.P.s --[starred_actors]--> Richard Burton --[No Operation]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf?
Neg LogProb(↓):   1.135963
Path Entropy(↓):  2.538449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by in time actors release
Start Entity:     In Time
Gold Answer:      [['2009', '2005', '2010', '2006', '2011', '2013']]
Predicted Ans:    2005
Predicted Path:   In Time --[starred_actors]--> Justin Timberlake --[(INV) starred_actors]--> Edison --[release_year]--> 2005
Path (Raw):       In Time --[starred_actors]--> Justin Timberlake --[(INV) starred_actors]--> Edison --[release_year]--> 2005
Neg LogProb(↓):   0.124370
Path Entropy(↓):  0.468823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by chris mulkey fall under
Start Entity:     Chris Mulkey
Gold Answer:      [['War', 'Action']]
Predicted Ans:    Action
Predicted Path:   Chris Mulkey --[(INV) starred_actors]--> Behind Enemy Lines --[has_genre]--> Action
Path (Raw):       Chris Mulkey --[No Operation]--> Chris Mulkey --[(INV) starred_actors]--> Behind Enemy Lines --[has_genre]--> Action
Neg LogProb(↓):   0.865393
Path Entropy(↓):  1.020191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie hackers
Start Entity:     Hackers
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Hackers --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Hackers --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   0.990030
Path Entropy(↓):  1.992523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of pal joey
Start Entity:     Pal Joey
Gold Answer:      [["Jupiter's Darling", 'Young Bess', 'Show Boat', 'The Swinger', 'Bathing Beauty', 'Cass Timberlane', 'The Harvey Girls', 'Pepe', 'Bye Bye Birdie', 'Scaramouche', 'The Eddy Duchin Story', 'Ziegfeld Follies', 'Annie Get Your Gun', 'Anchors Aweigh']]
Predicted Ans:    Scaramouche
Predicted Path:   Pal Joey --[directed_by]--> George Sidney --[(INV) directed_by]--> Scaramouche
Path (Raw):       Pal Joey --[No Operation]--> Pal Joey --[directed_by]--> George Sidney --[(INV) directed_by]--> Scaramouche
Neg LogProb(↓):   0.874053
Path Entropy(↓):  1.558804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film my voyage to italy
Start Entity:     My Voyage to Italy
Gold Answer:      [['Martin Scorsese']]
Predicted Ans:    Martin Scorsese
Predicted Path:   My Voyage to Italy --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[written_by]--> Martin Scorsese
Path (Raw):       My Voyage to Italy --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[written_by]--> Martin Scorsese
Neg LogProb(↓):   0.277523
Path Entropy(↓):  0.612179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is murphy's romance
Start Entity:     Murphy's Romance
Gold Answer:      [['Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Murphy's Romance --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Murphy's Romance --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.072798
Path Entropy(↓):  4.366262
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by wanderlust actors release
Start Entity:     Wanderlust
Gold Answer:      [['2008', '2003', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1995', '2001', '1996', '2002', '2012', '2011', '2013', '1997', '2005', '1999']]
Predicted Ans:    2005
Predicted Path:   Wanderlust --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Path (Raw):       Wanderlust --[starred_actors]--> Jennifer Aniston --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Neg LogProb(↓):   0.785072
Path Entropy(↓):  1.970023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie in this our life were in which genres
Start Entity:     In This Our Life
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   In This Our Life --[directed_by]--> John Huston --[(INV) directed_by]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       In This Our Life --[directed_by]--> John Huston --[(INV) directed_by]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.935049
Path Entropy(↓):  1.747529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by timothy spall
Start Entity:     Timothy Spall
Gold Answer:      [['David Keating', 'Simon Aboud', 'Harley Cokeliss', 'Bill Kelly', 'Mike Leigh', 'Julian Fellowes', 'Lucy M. Boston']]
Predicted Ans:    Mike Leigh
Predicted Path:   Timothy Spall --[(INV) starred_actors]--> Mr. Turner --[written_by]--> Mike Leigh
Path (Raw):       Timothy Spall --[No Operation]--> Timothy Spall --[(INV) starred_actors]--> Mr. Turner --[written_by]--> Mike Leigh
Neg LogProb(↓):   0.038169
Path Entropy(↓):  0.184636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by habib boufares released
Start Entity:     Habib Boufares
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Habib Boufares --[(INV) starred_actors]--> The Secret of the Grain --[release_year]--> 2007
Path (Raw):       Habib Boufares --[No Operation]--> Habib Boufares --[(INV) starred_actors]--> The Secret of the Grain --[release_year]--> 2007
Neg LogProb(↓):   0.115270
Path Entropy(↓):  0.344229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe macabre
Start Entity:     Macabre
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Macabre --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Macabre --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.450188
Path Entropy(↓):  0.657582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in son of lassie
Start Entity:     Son of Lassie
Gold Answer:      [['Donald Crisp', 'Peter Lawford', 'June Lockhart']]
Predicted Ans:    Peter Lawford
Predicted Path:   Son of Lassie --[starred_actors]--> Peter Lawford --[(INV) starred_actors]--> Good News --[starred_actors]--> Peter Lawford
Path (Raw):       Son of Lassie --[starred_actors]--> Peter Lawford --[(INV) starred_actors]--> Good News --[starred_actors]--> Peter Lawford
Neg LogProb(↓):   0.118076
Path Entropy(↓):  0.455233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john bingham written films
Start Entity:     John Bingham
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   John Bingham --[(INV) written_by]--> Married Life --[release_year]--> 2007
Path (Raw):       John Bingham --[No Operation]--> John Bingham --[(INV) written_by]--> Married Life --[release_year]--> 2007
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the statement were in which genres
Start Entity:     The Statement
Gold Answer:      [['Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Statement --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Path (Raw):       The Statement --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   1.217880
Path Entropy(↓):  1.690239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film a dog's will released
Start Entity:     A Dog's Will
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   A Dog's Will --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       A Dog's Will --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.403452
Path Entropy(↓):  4.780215
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film shirin in love were in which genres
Start Entity:     Shirin in Love
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Shirin in Love --[directed_by]--> Ramin Niami --[(INV) directed_by]--> Shirin in Love --[has_genre]--> Comedy
Path (Raw):       Shirin in Love --[directed_by]--> Ramin Niami --[(INV) directed_by]--> Shirin in Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.535643
Path Entropy(↓):  0.680902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the happiest days of your life
Start Entity:     The Happiest Days of Your Life
Gold Answer:      [['Thriller', 'War', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Happiest Days of Your Life --[written_by]--> Frank Launder --[(INV) written_by]--> The Happiest Days of Your Life --[has_genre]--> Comedy
Path (Raw):       The Happiest Days of Your Life --[written_by]--> Frank Launder --[(INV) written_by]--> The Happiest Days of Your Life --[has_genre]--> Comedy
Neg LogProb(↓):   1.132784
Path Entropy(↓):  1.643574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the tin drum
Start Entity:     The Tin Drum
Gold Answer:      [['1998', '1966', '1990', '1951', '1991', '1985', '1987', '1984']]
Predicted Ans:    1990
Predicted Path:   The Tin Drum --[directed_by]--> Volker Schlöndorff --[(INV) directed_by]--> The Handmaid's Tale --[release_year]--> 1990
Path (Raw):       The Tin Drum --[directed_by]--> Volker Schlöndorff --[(INV) directed_by]--> The Handmaid's Tale --[release_year]--> 1990
Neg LogProb(↓):   0.721902
Path Entropy(↓):  1.131895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by donatas banionis were directed by who
Start Entity:     Donatas Banionis
Gold Answer:      [['Andrei Tarkovsky', 'Steven Soderbergh']]
Predicted Ans:    Andrei Tarkovsky
Predicted Path:   Donatas Banionis --[(INV) starred_actors]--> Solaris --[directed_by]--> Andrei Tarkovsky
Path (Raw):       Donatas Banionis --[No Operation]--> Donatas Banionis --[(INV) starred_actors]--> Solaris --[directed_by]--> Andrei Tarkovsky
Neg LogProb(↓):   0.162047
Path Entropy(↓):  0.422031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of chicken little
Start Entity:     Chicken Little
Gold Answer:      [["Cats Don't Dance", "The Emperor's New Groove"]]
Predicted Ans:    The Emperor's New Groove
Predicted Path:   Chicken Little --[directed_by]--> Mark Dindal --[(INV) directed_by]--> The Emperor's New Groove
Path (Raw):       Chicken Little --[No Operation]--> Chicken Little --[directed_by]--> Mark Dindal --[(INV) directed_by]--> The Emperor's New Groove
Neg LogProb(↓):   0.100194
Path Entropy(↓):  0.345230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was loren singer a writer on
Start Entity:     Loren Singer
Gold Answer:      [['The Parallax View']]
Predicted Ans:    Southern Comfort
Predicted Path:   Loren Singer --[(INV) written_by]--> The Parallax View --[written_by]--> David Giler --[(INV) written_by]--> Southern Comfort
Path (Raw):       Loren Singer --[(INV) written_by]--> The Parallax View --[written_by]--> David Giler --[(INV) written_by]--> Southern Comfort
Neg LogProb(↓):   0.382595
Path Entropy(↓):  0.875238
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie was maggie carey the director for
Start Entity:     Maggie Carey
Gold Answer:      [['The To Do List']]
Predicted Ans:    The To Do List
Predicted Path:   Maggie Carey --[(INV) directed_by]--> The To Do List --[directed_by]--> Maggie Carey --[(INV) directed_by]--> The To Do List
Path (Raw):       Maggie Carey --[(INV) directed_by]--> The To Do List --[directed_by]--> Maggie Carey --[(INV) directed_by]--> The To Do List
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the passion of ayn rand also appears in which movies
Start Entity:     The Passion of Ayn Rand
Gold Answer:      [['Fluke', 'Harvard Man', 'Keys to Tulsa', 'The Waterdance', 'Broken Flowers', 'The Prophecy', 'The Long Good Friday', 'The Last Station', 'White Nights', 'The Countess', 'Love Ranch', 'The Hired Hand', 'The Comfort of Strangers', 'Some Kind of Wonderful', 'Mask', 'Outlaw Blues', 'The Air I Breathe', 'Before Sunrise', 'The Fly II', 'Arthur', 'Phil Spector', '2010', 'Ghost Rider', 'Killing Zoe', 'Mr. Jealousy', 'Supernova', 'Guilty Hearts', "Ulee's Gold", 'The Wild Angels', 'Voyager', 'The Queen', 'An American Werewolf in Paris', 'Critical Care', 'The Trip', 'Anaconda', 'Before Sunset', 'Sleep with Me', 'Naked in New York', 'Fort McCoy', 'Excalibur', "Some Mother's Son", 'Lilith', 'Wanda Nevada', 'Age of Consent', 'Nadja', 'Shadowboxer', 'Race with the Devil', 'Hitchcock', 'Where Angels Fear to Tread', 'Futureworld', 'The Mosquito Coast', 'Brighton Rock', 'The Debt', 'Losing Chase', 'Before Midnight', 'Memphis Belle', 'Calendar Girls', 'Easy Rider', 'State of Play', 'The Hundred-Foot Journey', '2 Days in New York', '2 Days in Paris', 'Teaching Mrs. Tingle']]
Predicted Ans:    Before Sunrise
Predicted Path:   The Passion of Ayn Rand --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunrise
Path (Raw):       The Passion of Ayn Rand --[starred_actors]--> Julie Delpy --[No Operation]--> Julie Delpy --[(INV) starred_actors]--> Before Sunrise
Neg LogProb(↓):   0.791875
Path Entropy(↓):  1.194512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie hustle
Start Entity:     Hustle
Gold Answer:      [['Lukas Heller', 'Henry Farrell', 'Frank Marcus', 'Clifford Odets', 'Alan Sharp', 'A.I. Bezzerides', 'Robert Aldrich', 'Jean Rouverol', 'Lawrence P. Bachmann', 'Jack Jevne', 'Mickey Spillane', 'Giorgio Prosperi', 'Dalton Trumbo', 'Teddi Sherman', 'Hugo Butler', 'Walter Wager', 'Borden Chase', 'Howard Rigsby', 'Robert Thom', 'James Poe']]
Predicted Ans:    Lukas Heller
Predicted Path:   Hustle --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[written_by]--> Lukas Heller
Path (Raw):       Hustle --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[written_by]--> Lukas Heller
Neg LogProb(↓):   0.944787
Path Entropy(↓):  2.063741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by emily bronte in
Start Entity:     Emily Brontë
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Emily Brontë --[(INV) written_by]--> Wuthering Heights --[has_genre]--> Drama
Path (Raw):       Emily Brontë --[No Operation]--> Emily Brontë --[(INV) written_by]--> Wuthering Heights --[has_genre]--> Drama
Neg LogProb(↓):   1.626555
Path Entropy(↓):  1.695444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of transformers were directed by who
Start Entity:     Transformers
Gold Answer:      [['Marc Webb', 'Alex Kurtzman']]
Predicted Ans:    Alex Kurtzman
Predicted Path:   Transformers --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[directed_by]--> Alex Kurtzman
Path (Raw):       Transformers --[written_by]--> Roberto Orci --[(INV) written_by]--> People Like Us --[directed_by]--> Alex Kurtzman
Neg LogProb(↓):   0.110737
Path Entropy(↓):  0.462556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of logan's run
Start Entity:     Logan's Run
Gold Answer:      [['Dustin Hoffman', 'Susan George', 'James Marsden', 'Kate Bosworth']]
Predicted Ans:    Michael York
Predicted Path:   Logan's Run --[written_by]--> David Zelag Goodman --[(INV) written_by]--> Logan's Run --[starred_actors]--> Michael York
Path (Raw):       Logan's Run --[written_by]--> David Zelag Goodman --[(INV) written_by]--> Logan's Run --[starred_actors]--> Michael York
Neg LogProb(↓):   0.980817
Path Entropy(↓):  1.340138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was beyond the darkness directed by
Start Entity:     Beyond the Darkness
Gold Answer:      [["Joe D'Amato"]]
Predicted Ans:    Joe D'Amato
Predicted Path:   Beyond the Darkness --[directed_by]--> Joe D'Amato --[(INV) directed_by]--> Beyond the Darkness --[directed_by]--> Joe D'Amato
Path (Raw):       Beyond the Darkness --[directed_by]--> Joe D'Amato --[(INV) directed_by]--> Beyond the Darkness --[directed_by]--> Joe D'Amato
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe dutch
Start Entity:     Dutch
Gold Answer:      [['john hughes']]
Predicted Ans:    john hughes
Predicted Path:   Dutch --[(INV) in_language]--> Family Way --[in_language]--> Dutch --[has_tags]--> john hughes
Path (Raw):       Dutch --[(INV) in_language]--> Family Way --[in_language]--> Dutch --[has_tags]--> john hughes
Neg LogProb(↓):   0.788516
Path Entropy(↓):  1.426000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was pawn directed by
Start Entity:     Pawn
Gold Answer:      [['David A. Armstrong']]
Predicted Ans:    David A. Armstrong
Predicted Path:   Pawn --[directed_by]--> David A. Armstrong --[(INV) directed_by]--> Pawn --[directed_by]--> David A. Armstrong
Path (Raw):       Pawn --[directed_by]--> David A. Armstrong --[(INV) directed_by]--> Pawn --[directed_by]--> David A. Armstrong
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the day they robbed the bank of england were in which languages
Start Entity:     The Day They Robbed the Bank of England
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Day They Robbed the Bank of England --[directed_by]--> John Guillermin --[(INV) directed_by]--> The Bridge at Remagen --[in_language]--> German
Path (Raw):       The Day They Robbed the Bank of England --[directed_by]--> John Guillermin --[(INV) directed_by]--> The Bridge at Remagen --[in_language]--> German
Neg LogProb(↓):   0.892666
Path Entropy(↓):  1.058575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with shadow conspiracy fall under
Start Entity:     Shadow Conspiracy
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Action
Predicted Path:   Shadow Conspiracy --[directed_by]--> George P. Cosmatos --[(INV) directed_by]--> Cobra --[has_genre]--> Action
Path (Raw):       Shadow Conspiracy --[directed_by]--> George P. Cosmatos --[(INV) directed_by]--> Cobra --[has_genre]--> Action
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by george wyner were directed by who
Start Entity:     George Wyner
Gold Answer:      [['Luke Ricci']]
Predicted Ans:    Luke Ricci
Predicted Path:   George Wyner --[(INV) starred_actors]--> How to Be a Serial Killer --[directed_by]--> Luke Ricci
Path (Raw):       George Wyner --[No Operation]--> George Wyner --[(INV) starred_actors]--> How to Be a Serial Killer --[directed_by]--> Luke Ricci
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film boiling point
Start Entity:     Boiling Point
Gold Answer:      [['James B. Harris']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Boiling Point --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Getting Any? --[directed_by]--> Takeshi Kitano
Path (Raw):       Boiling Point --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Getting Any? --[directed_by]--> Takeshi Kitano
Neg LogProb(↓):   0.810755
Path Entropy(↓):  1.353710
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed passengers
Start Entity:     Passengers
Gold Answer:      [['Rodrigo García']]
Predicted Ans:    Rodrigo García
Predicted Path:   Passengers --[directed_by]--> Rodrigo García --[(INV) directed_by]--> Albert Nobbs --[directed_by]--> Rodrigo García
Path (Raw):       Passengers --[directed_by]--> Rodrigo García --[(INV) directed_by]--> Albert Nobbs --[directed_by]--> Rodrigo García
Neg LogProb(↓):   0.101923
Path Entropy(↓):  0.334855
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by joseph cousins were written by who
Start Entity:     Joseph Cousins
Gold Answer:      [['John Paragon']]
Predicted Ans:    John Paragon
Predicted Path:   Joseph Cousins --[(INV) starred_actors]--> Twin Sitters --[written_by]--> John Paragon
Path (Raw):       Joseph Cousins --[No Operation]--> Joseph Cousins --[(INV) starred_actors]--> Twin Sitters --[written_by]--> John Paragon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the woman next door director release
Start Entity:     The Woman Next Door
Gold Answer:      [['1962', '1968', '1980', '1978', '1976', '1970', '1964', '1983', '1966', '1957', '1959', '1973', '1979', '1969', '1977']]
Predicted Ans:    1968
Predicted Path:   The Woman Next Door --[directed_by]--> François Truffaut --[(INV) directed_by]--> Stolen Kisses --[release_year]--> 1968
Path (Raw):       The Woman Next Door --[directed_by]--> François Truffaut --[(INV) directed_by]--> Stolen Kisses --[release_year]--> 1968
Neg LogProb(↓):   1.514426
Path Entropy(↓):  2.349818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film bomb the system released
Start Entity:     Bomb the System
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Bomb the System --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       Bomb the System --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.274030
Path Entropy(↓):  4.631518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the princess of montpensier fall under
Start Entity:     The Princess of Montpensier
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Princess of Montpensier --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[has_genre]--> Drama
Path (Raw):       The Princess of Montpensier --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[has_genre]--> Drama
Neg LogProb(↓):   0.530774
Path Entropy(↓):  0.854306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by matt reeves
Start Entity:     Matt Reeves
Gold Answer:      [['Amanda Silver', 'John Ajvide Lindqvist', 'Rick Jaffa', 'Drew Goddard', 'Mark Bomback']]
Predicted Ans:    Matt Reeves
Predicted Path:   Matt Reeves --[(INV) directed_by]--> Let Me In --[written_by]--> Matt Reeves
Path (Raw):       Matt Reeves --[No Operation]--> Matt Reeves --[(INV) directed_by]--> Let Me In --[written_by]--> Matt Reeves
Neg LogProb(↓):   0.161447
Path Entropy(↓):  0.541812
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote the blue light
Start Entity:     The Blue Light
Gold Answer:      [['Adolf Hitler']]
Predicted Ans:    Leni Riefenstahl
Predicted Path:   The Blue Light --[written_by]--> Leni Riefenstahl --[(INV) written_by]--> The Blue Light --[starred_actors]--> Leni Riefenstahl
Path (Raw):       The Blue Light --[written_by]--> Leni Riefenstahl --[(INV) written_by]--> The Blue Light --[starred_actors]--> Leni Riefenstahl
Neg LogProb(↓):   0.000271
Path Entropy(↓):  0.002612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie battlefield baseball were released in which years
Start Entity:     Battlefield Baseball
Gold Answer:      [['2002', '1993']]
Predicted Ans:    1993
Predicted Path:   Battlefield Baseball --[starred_actors]--> Hideo Sakaki --[(INV) starred_actors]--> Alive --[release_year]--> 1993
Path (Raw):       Battlefield Baseball --[starred_actors]--> Hideo Sakaki --[(INV) starred_actors]--> Alive --[release_year]--> 1993
Neg LogProb(↓):   0.507716
Path Entropy(↓):  0.673395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the big bounce were released in which years
Start Entity:     The Big Bounce
Gold Answer:      [['1995', '1998', '1997', '1972', '1971', '1957', '2008', '2005', '1989', '1985', '1967', '1986', '1974', '2013']]
Predicted Ans:    1957
Predicted Path:   The Big Bounce --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T --[release_year]--> 1957
Path (Raw):       The Big Bounce --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Tall T --[release_year]--> 1957
Neg LogProb(↓):   1.035170
Path Entropy(↓):  1.735807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie field of dreams released
Start Entity:     Field of Dreams
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Field of Dreams --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Path (Raw):       Field of Dreams --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Neg LogProb(↓):   3.154585
Path Entropy(↓):  4.438076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with gia coppola
Start Entity:     Gia Coppola
Gold Answer:      [['James Franco']]
Predicted Ans:    James Franco
Predicted Path:   Gia Coppola --[(INV) written_by]--> Palo Alto --[written_by]--> James Franco
Path (Raw):       Gia Coppola --[No Operation]--> Gia Coppola --[(INV) written_by]--> Palo Alto --[written_by]--> James Franco
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie firepower were in which genres
Start Entity:     Firepower
Gold Answer:      [['Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Firepower --[written_by]--> Michael Winner --[(INV) written_by]--> Firepower --[has_genre]--> Thriller
Path (Raw):       Firepower --[written_by]--> Michael Winner --[(INV) written_by]--> Firepower --[has_genre]--> Thriller
Neg LogProb(↓):   0.008062
Path Entropy(↓):  0.051283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by alexandre aja
Start Entity:     alexandre aja
Gold Answer:      [['High Tension', 'Piranha 3D', 'The Hills Have Eyes']]
Predicted Ans:    High Tension
Predicted Path:   alexandre aja --[(INV) has_tags]--> High Tension --[has_tags]--> new french extremity --[(INV) has_tags]--> High Tension
Path (Raw):       alexandre aja --[(INV) has_tags]--> High Tension --[has_tags]--> new french extremity --[(INV) has_tags]--> High Tension
Neg LogProb(↓):   0.043587
Path Entropy(↓):  0.198234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by hellboy actors
Start Entity:     Hellboy
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Hellboy --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> Bunraku --[has_genre]--> Action
Path (Raw):       Hellboy --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> Bunraku --[has_genre]--> Action
Neg LogProb(↓):   0.039089
Path Entropy(↓):  0.211581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of north to alaska
Start Entity:     North to Alaska
Gold Answer:      [['Ladislas Fodor']]
Predicted Ans:    Bertram Bloch
Predicted Path:   North to Alaska --[written_by]--> Ladislas Fodor --[(INV) written_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       North to Alaska --[written_by]--> Ladislas Fodor --[(INV) written_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.001271
Path Entropy(↓):  0.009743
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share writers with the movie 42nd street were released in which years
Start Entity:     42nd Street
Gold Answer:      [['1940', '1964', '1933']]
Predicted Ans:    1933
Predicted Path:   42nd Street --[written_by]--> James Seymour --[(INV) written_by]--> Gold Diggers of 1933 --[release_year]--> 1933
Path (Raw):       42nd Street --[written_by]--> James Seymour --[(INV) written_by]--> Gold Diggers of 1933 --[release_year]--> 1933
Neg LogProb(↓):   0.183789
Path Entropy(↓):  0.541118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the broadway melody released
Start Entity:     The Broadway Melody
Gold Answer:      [['1929']]
Predicted Ans:    1929
Predicted Path:   The Broadway Melody --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Path (Raw):       The Broadway Melody --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Neg LogProb(↓):   1.889392
Path Entropy(↓):  2.862971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film basquiat are written by who
Start Entity:     Basquiat
Gold Answer:      [['Carol Sobieski', 'Howard Franklin', 'Max D. Adams', 'Gordon Chan', 'Dick Clement', 'Ian La Frenais', 'Nora Roberts', 'Jerry LaMothe', 'Allan Loeb', 'Friedrich Dürrenmatt', 'Terry Gilliam', 'Hunter S. Thompson', 'Ernest Tidyman', 'Ramón Menéndez', 'Mark Bowden', 'Tom Musca', 'Andrew Kevin Walker', 'Christopher McQuarrie', 'Stephen Tolkin', 'John Singleton', 'Ben Ripley', 'David Von Ancken', 'Abby Everett Jaques', 'David Self', 'Stephen Gaghan']]
Predicted Ans:    David Self
Predicted Path:   Basquiat --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[written_by]--> David Self
Path (Raw):       Basquiat --[starred_actors]--> Benicio Del Toro --[(INV) starred_actors]--> The Wolfman --[written_by]--> David Self
Neg LogProb(↓):   0.338168
Path Entropy(↓):  0.971456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in invisible waves also appears in which movies
Start Entity:     Invisible Waves
Gold Answer:      [['Maborosi', 'Tokyo Zombie', 'Survive Style 5+', 'Electric Dragon 80.000 V', 'Redline', 'Vital', 'Bright Future', 'Last Life in the Universe']]
Predicted Ans:    Bright Future
Predicted Path:   Invisible Waves --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future
Path (Raw):       Invisible Waves --[starred_actors]--> Tadanobu Asano --[No Operation]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future
Neg LogProb(↓):   0.409688
Path Entropy(↓):  0.758686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of the 40 - year - old virgin
Start Entity:     The 40-Year-Old Virgin
Gold Answer:      [['Eric Bana', 'Leslie Mann', 'Katherine Heigl', 'Seth Rogen', 'Paul Rudd', 'Adam Sandler']]
Predicted Ans:    Paul Rudd
Predicted Path:   The 40-Year-Old Virgin --[directed_by]--> Judd Apatow --[(INV) directed_by]--> This Is 40 --[starred_actors]--> Paul Rudd
Path (Raw):       The 40-Year-Old Virgin --[directed_by]--> Judd Apatow --[(INV) directed_by]--> This Is 40 --[starred_actors]--> Paul Rudd
Neg LogProb(↓):   0.010753
Path Entropy(↓):  0.068294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by myrna fahey in
Start Entity:     Myrna Fahey
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Myrna Fahey --[(INV) starred_actors]--> House of Usher --[has_genre]--> Horror
Path (Raw):       Myrna Fahey --[No Operation]--> Myrna Fahey --[(INV) starred_actors]--> House of Usher --[has_genre]--> Horror
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did betsy brantley act in
Start Entity:     Betsy Brantley
Gold Answer:      [['Five Days One Summer']]
Predicted Ans:    The Public Woman
Predicted Path:   Betsy Brantley --[(INV) starred_actors]--> Five Days One Summer --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> The Public Woman
Path (Raw):       Betsy Brantley --[(INV) starred_actors]--> Five Days One Summer --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> The Public Woman
Neg LogProb(↓):   0.247630
Path Entropy(↓):  0.548987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of kevin tenney directed films
Start Entity:     Kevin Tenney
Gold Answer:      [['1982', '2003']]
Predicted Ans:    1982
Predicted Path:   Kevin Tenney --[(INV) directed_by]--> Endangered Species --[release_year]--> 1982
Path (Raw):       Kevin Tenney --[No Operation]--> Kevin Tenney --[(INV) directed_by]--> Endangered Species --[release_year]--> 1982
Neg LogProb(↓):   0.544775
Path Entropy(↓):  0.683079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films the magdalene sisters are written by who
Start Entity:     The Magdalene Sisters
Gold Answer:      [['Peter Mullan']]
Predicted Ans:    Peter Mullan
Predicted Path:   The Magdalene Sisters --[directed_by]--> Peter Mullan --[(INV) directed_by]--> Neds --[written_by]--> Peter Mullan
Path (Raw):       The Magdalene Sisters --[directed_by]--> Peter Mullan --[(INV) directed_by]--> Neds --[written_by]--> Peter Mullan
Neg LogProb(↓):   0.001189
Path Entropy(↓):  0.010052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was duccio tessari the writer of
Start Entity:     Duccio Tessari
Gold Answer:      [['The Return of Ringo', 'A Pistol for Ringo']]
Predicted Ans:    A Pistol for Ringo
Predicted Path:   Duccio Tessari --[(INV) written_by]--> A Pistol for Ringo --[written_by]--> Duccio Tessari --[(INV) written_by]--> A Pistol for Ringo
Path (Raw):       Duccio Tessari --[(INV) written_by]--> A Pistol for Ringo --[written_by]--> Duccio Tessari --[(INV) written_by]--> A Pistol for Ringo
Neg LogProb(↓):   0.105499
Path Entropy(↓):  0.464276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by gary shore
Start Entity:     Gary Shore
Gold Answer:      [['Burk Sharpless', 'Matt Sazama', 'Bram Stoker']]
Predicted Ans:    Bram Stoker
Predicted Path:   Gary Shore --[(INV) directed_by]--> Dracula Untold --[written_by]--> Bram Stoker
Path (Raw):       Gary Shore --[No Operation]--> Gary Shore --[(INV) directed_by]--> Dracula Untold --[written_by]--> Bram Stoker
Neg LogProb(↓):   0.001501
Path Entropy(↓):  0.011949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for between heaven and hell
Start Entity:     Between Heaven and Hell
Gold Answer:      [['Francis Gwaltney']]
Predicted Ans:    Francis Gwaltney
Predicted Path:   Between Heaven and Hell --[written_by]--> Francis Gwaltney --[(INV) written_by]--> Between Heaven and Hell --[written_by]--> Francis Gwaltney
Path (Raw):       Between Heaven and Hell --[written_by]--> Francis Gwaltney --[(INV) written_by]--> Between Heaven and Hell --[written_by]--> Francis Gwaltney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor caroline munro co - starred with who
Start Entity:     Caroline Munro
Gold Answer:      [['David Hasselhoff', 'Doug McClure', 'Christopher Plummer', 'Marjoe Gortner', 'Peter Cushing']]
Predicted Ans:    Peter Cushing
Predicted Path:   Caroline Munro --[(INV) starred_actors]--> At the Earth's Core --[starred_actors]--> Peter Cushing
Path (Raw):       Caroline Munro --[No Operation]--> Caroline Munro --[(INV) starred_actors]--> At the Earth's Core --[starred_actors]--> Peter Cushing
Neg LogProb(↓):   0.057761
Path Entropy(↓):  0.229447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of weary river also starred in which films
Start Entity:     Weary River
Gold Answer:      [['Wild Rovers', 'Sabrina', 'The Docks of New York', 'The Towering Inferno', 'Union Station', 'Alvarez Kelly', 'Escape from Fort Bravo', 'The Earthling', 'Picnic', 'Paris When It Sizzles', 'S.O.B.', 'The Country Girl', 'Golden Boy', 'Network', 'The Dawn Patrol', 'The 7th Dawn', 'The World of Suzie Wong', 'The Bridge on the River Kwai', 'The Moon Is Blue', 'Love Is a Many-Splendored Thing', 'The Great Gabbo', 'Toward the Unknown', 'The Bridges at Toko-Ri', 'Texas', 'Satan Never Sleeps', 'Invisible Stripes', 'The Key', 'Born Yesterday', 'Executive Suite', 'The Counterfeit Traitor', 'The Wild Bunch', 'Arizona', 'Heroes for Sale', 'Stalag 17', 'The Horse Soldiers', 'Breezy', 'Our Town']]
Predicted Ans:    The Wild Bunch
Predicted Path:   Weary River --[starred_actors]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Path (Raw):       Weary River --[starred_actors]--> William Holden --[No Operation]--> William Holden --[(INV) starred_actors]--> The Wild Bunch
Neg LogProb(↓):   0.646835
Path Entropy(↓):  1.558429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of once upon a time in mexico were directed by who
Start Entity:     Once Upon a Time in Mexico
Gold Answer:      [['Ethan Maniquis', 'Robert Rodriguez', 'Allison Anders', 'Alexandre Rockwell', 'Quentin Tarantino']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Once Upon a Time in Mexico --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Desperado --[directed_by]--> Robert Rodriguez
Path (Raw):       Once Upon a Time in Mexico --[written_by]--> Robert Rodriguez --[(INV) written_by]--> Desperado --[directed_by]--> Robert Rodriguez
Neg LogProb(↓):   0.754229
Path Entropy(↓):  0.954493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of benicio del toro acted films
Start Entity:     Benicio Del Toro
Gold Answer:      [['1995', '1998', '2000', '1997', '2001', '2003', '1993', '2010', '1996', '2007']]
Predicted Ans:    2007
Predicted Path:   Benicio Del Toro --[(INV) starred_actors]--> Things We Lost in the Fire --[release_year]--> 2007
Path (Raw):       Benicio Del Toro --[No Operation]--> Benicio Del Toro --[(INV) starred_actors]--> Things We Lost in the Fire --[release_year]--> 2007
Neg LogProb(↓):   0.949968
Path Entropy(↓):  1.581175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by michele caucheteux
Start Entity:     Michèle Caucheteux
Gold Answer:      [['Sylvain Chomet']]
Predicted Ans:    Sylvain Chomet
Predicted Path:   Michèle Caucheteux --[(INV) starred_actors]--> The Triplets of Belleville --[directed_by]--> Sylvain Chomet
Path (Raw):       Michèle Caucheteux --[No Operation]--> Michèle Caucheteux --[(INV) starred_actors]--> The Triplets of Belleville --[directed_by]--> Sylvain Chomet
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does hans conried appear in
Start Entity:     Hans Conried
Gold Answer:      [['The Twonky']]
Predicted Ans:    The Twonky
Predicted Path:   Hans Conried --[(INV) starred_actors]--> The Twonky --[starred_actors]--> Hans Conried --[(INV) starred_actors]--> The Twonky
Path (Raw):       Hans Conried --[(INV) starred_actors]--> The Twonky --[starred_actors]--> Hans Conried --[(INV) starred_actors]--> The Twonky
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of emory cohen acted films
Start Entity:     Emory Cohen
Gold Answer:      [['Gita Pullapilly', 'Aron Gaudet', 'John Crowley']]
Predicted Ans:    Aron Gaudet
Predicted Path:   Emory Cohen --[(INV) starred_actors]--> Beneath the Harvest Sky --[directed_by]--> Aron Gaudet
Path (Raw):       Emory Cohen --[No Operation]--> Emory Cohen --[(INV) starred_actors]--> Beneath the Harvest Sky --[directed_by]--> Aron Gaudet
Neg LogProb(↓):   0.000411
Path Entropy(↓):  0.003882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in boogeyman
Start Entity:     Boogeyman
Gold Answer:      [['Skye McCole Bartusiak', 'Barry Watson', 'Emily Deschanel']]
Predicted Ans:    Emily Deschanel
Predicted Path:   Boogeyman --[starred_actors]--> Emily Deschanel --[(INV) starred_actors]--> Boogeyman --[starred_actors]--> Emily Deschanel
Path (Raw):       Boogeyman --[starred_actors]--> Emily Deschanel --[(INV) starred_actors]--> Boogeyman --[starred_actors]--> Emily Deschanel
Neg LogProb(↓):   0.311040
Path Entropy(↓):  0.865636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by patrick dennis fall under
Start Entity:     Patrick Dennis
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Patrick Dennis --[(INV) written_by]--> Auntie Mame --[has_genre]--> Comedy
Path (Raw):       Patrick Dennis --[No Operation]--> Patrick Dennis --[(INV) written_by]--> Auntie Mame --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the a price above rubies director release
Start Entity:     A Price Above Rubies
Gold Answer:      [['1995', '2000', '2008', '2003', '1994', '2012']]
Predicted Ans:    1995
Predicted Path:   A Price Above Rubies --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Safe --[release_year]--> 1995
Path (Raw):       A Price Above Rubies --[directed_by]--> Boaz Yakin --[(INV) directed_by]--> Safe --[release_year]--> 1995
Neg LogProb(↓):   0.732400
Path Entropy(↓):  1.186506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie father of the bride are written by who
Start Entity:     Father of the Bride
Gold Answer:      [['William Humphrey', 'Robert Ardrey', 'Edward Chodorov', 'Gustave Flaubert', 'Clinton Twiss', 'John Collier', 'Sally Benson', 'Irving Brecher', 'James Jones', 'Charles Schnee', 'George Bradshaw', 'Fred F. Finklehoffe', 'George Wells', 'Irwin Shaw', 'George Froeschel', 'Jan Lustig', 'William Gibson', 'Alan Jay Lerner', 'Albert Hackett', 'Frances Goodrich', 'Irving Stone', 'Thelma Strabel', 'Norman Corwin', 'Mark Toby', 'Colette', 'Robert Anderson', 'Claude Chabrol', 'Julius J. Epstein']]
Predicted Ans:    Robert Ardrey
Predicted Path:   Father of the Bride --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[written_by]--> Robert Ardrey
Path (Raw):       Father of the Bride --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[written_by]--> Robert Ardrey
Neg LogProb(↓):   0.558374
Path Entropy(↓):  1.192424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film broken flowers
Start Entity:     Broken Flowers
Gold Answer:      [['Jim Jarmusch']]
Predicted Ans:    Jim Jarmusch
Predicted Path:   Broken Flowers --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch
Path (Raw):       Broken Flowers --[directed_by]--> Jim Jarmusch --[(INV) directed_by]--> Broken Flowers --[directed_by]--> Jim Jarmusch
Neg LogProb(↓):   0.826684
Path Entropy(↓):  1.068778
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie silent running were in which languages
Start Entity:     Silent Running
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Silent Running --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Path (Raw):       Silent Running --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.104024
Path Entropy(↓):  1.141396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film yella were in which languages
Start Entity:     Yella
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Yella --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Jerichow --[in_language]--> German
Path (Raw):       Yella --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Jerichow --[in_language]--> German
Neg LogProb(↓):   0.220407
Path Entropy(↓):  0.561591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe jackie brown in a few words
Start Entity:     Jackie Brown
Gold Answer:      [['quentin tarantino', 'bridget fonda', 'samuel l. jackson', 'cast', 'tarantino', 'elmore leonard', 'pam grier', 'own', 'robert de niro']]
Predicted Ans:    pam grier
Predicted Path:   Jackie Brown --[has_tags]--> pam grier --[(INV) has_tags]--> Coffy --[has_tags]--> pam grier
Path (Raw):       Jackie Brown --[has_tags]--> pam grier --[(INV) has_tags]--> Coffy --[has_tags]--> pam grier
Neg LogProb(↓):   0.202874
Path Entropy(↓):  0.526371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the naked kiss starred which actors
Start Entity:     The Naked Kiss
Gold Answer:      [['Anthony Eisley', 'Michael Dante', 'Constance Towers']]
Predicted Ans:    Anthony Eisley
Predicted Path:   The Naked Kiss --[starred_actors]--> Anthony Eisley --[(INV) starred_actors]--> The Doll Squad --[starred_actors]--> Anthony Eisley
Path (Raw):       The Naked Kiss --[starred_actors]--> Anthony Eisley --[(INV) starred_actors]--> The Doll Squad --[starred_actors]--> Anthony Eisley
Neg LogProb(↓):   0.003498
Path Entropy(↓):  0.027525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie holy matrimony
Start Entity:     Holy Matrimony
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Holy Matrimony --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Holy Matrimony --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.312101
Path Entropy(↓):  4.384420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of peep world also directed which movies
Start Entity:     Peep World
Gold Answer:      [['The Ringer', 'Beyond the Mat']]
Predicted Ans:    The Ringer
Predicted Path:   Peep World --[directed_by]--> Barry W. Blaustein --[(INV) directed_by]--> The Ringer
Path (Raw):       Peep World --[directed_by]--> Barry W. Blaustein --[(INV) directed_by]--> The Ringer --[No Operation]--> The Ringer
Neg LogProb(↓):   0.120218
Path Entropy(↓):  0.387724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by samantha lang fall under
Start Entity:     Samantha Lang
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Samantha Lang --[(INV) directed_by]--> The Monkey's Mask --[has_genre]--> Thriller
Path (Raw):       Samantha Lang --[No Operation]--> Samantha Lang --[(INV) directed_by]--> The Monkey's Mask --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the lazarus project were released in which years
Start Entity:     The Lazarus Project
Gold Answer:      [['1980', '2008', '2003', '2006', '2007', '1998', '2009', '2004', '1994', '2014', '2001', '1996', '2011', '1955', '2013', '2000', '1997', '2005', '1999', '1986']]
Predicted Ans:    1955
Predicted Path:   The Lazarus Project --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Fast and the Furious --[release_year]--> 1955
Path (Raw):       The Lazarus Project --[starred_actors]--> Paul Walker --[(INV) starred_actors]--> The Fast and the Furious --[release_year]--> 1955
Neg LogProb(↓):   1.194470
Path Entropy(↓):  1.885289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of rise of the footsoldier
Start Entity:     Rise of the Footsoldier
Gold Answer:      [['Melissa George', 'Will Poulter', 'Alfie Allen', 'Ed Speleers', 'Sebastian De Souza', 'Kate Magowan']]
Predicted Ans:    Ed Speleers
Predicted Path:   Rise of the Footsoldier --[directed_by]--> Julian Gilbey --[(INV) directed_by]--> A Lonely Place to Die --[starred_actors]--> Ed Speleers
Path (Raw):       Rise of the Footsoldier --[directed_by]--> Julian Gilbey --[(INV) directed_by]--> A Lonely Place to Die --[starred_actors]--> Ed Speleers
Neg LogProb(↓):   0.605276
Path Entropy(↓):  0.884028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by odessa
Start Entity:     odessa
Gold Answer:      [['The Odessa File']]
Predicted Ans:    The Odessa File
Predicted Path:   odessa --[(INV) has_tags]--> The Odessa File --[has_tags]--> odessa --[(INV) has_tags]--> The Odessa File
Path (Raw):       odessa --[(INV) has_tags]--> The Odessa File --[has_tags]--> odessa --[(INV) has_tags]--> The Odessa File
Neg LogProb(↓):   0.018937
Path Entropy(↓):  0.093509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is bucktown in
Start Entity:     Bucktown
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Bucktown --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       Bucktown --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   1.257623
Path Entropy(↓):  2.482842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of houseboat
Start Entity:     Houseboat
Gold Answer:      [['Lucille Ball', 'Joanne Woodward', 'Van Johnson', 'Henry Fonda', 'Clark Gable', 'Barbara Bel Geddes', 'Sophia Loren', 'Paul Newman', 'Danny Kaye', 'Vittorio De Sica', 'Harry Guardino', 'Louis Armstrong', 'Angie Dickinson', 'Senta Berger', 'Kirk Douglas']]
Predicted Ans:    Danny Kaye
Predicted Path:   Houseboat --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> The Five Pennies --[starred_actors]--> Danny Kaye
Path (Raw):       Houseboat --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> The Five Pennies --[starred_actors]--> Danny Kaye
Neg LogProb(↓):   0.623302
Path Entropy(↓):  1.098141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of a passage to india
Start Entity:     A Passage to India
Gold Answer:      [['Gaudi Afternoon', 'Children of the Revolution', 'The Man Who Sued God', 'The Young and Prodigious T.S. Spivet', 'When the Wind Blows', 'Blood and Wine', 'The New Age', "The Nun's Story", 'Impromptu', 'The Ref', 'Naked Lunch', 'Secret Ceremony']]
Predicted Ans:    Naked Lunch
Predicted Path:   A Passage to India --[starred_actors]--> Judy Davis --[(INV) starred_actors]--> Naked Lunch
Path (Raw):       A Passage to India --[starred_actors]--> Judy Davis --[No Operation]--> Judy Davis --[(INV) starred_actors]--> Naked Lunch
Neg LogProb(↓):   0.045727
Path Entropy(↓):  0.236566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the mrs. soffel director
Start Entity:     Mrs. Soffel
Gold Answer:      [['Andrew Solt', 'Louisa May Alcott', 'Sebastian Faulks', 'Miles Franklin', 'Sarah Y. Mason', 'Victor Heerman', 'Robin Swicord', 'Peter Carey']]
Predicted Ans:    Sebastian Faulks
Predicted Path:   Mrs. Soffel --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Charlotte Gray --[written_by]--> Sebastian Faulks
Path (Raw):       Mrs. Soffel --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Charlotte Gray --[written_by]--> Sebastian Faulks
Neg LogProb(↓):   0.824274
Path Entropy(↓):  0.733754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with repast fall under
Start Entity:     Repast
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Repast --[written_by]--> Fumiko Hayashi --[(INV) written_by]--> Floating Clouds --[has_genre]--> Drama
Path (Raw):       Repast --[written_by]--> Fumiko Hayashi --[(INV) written_by]--> Floating Clouds --[has_genre]--> Drama
Neg LogProb(↓):   0.000448
Path Entropy(↓):  0.003909
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by christopher smith
Start Entity:     Christopher Smith
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Christopher Smith --[(INV) directed_by]--> Creep --[in_language]--> German
Path (Raw):       Christopher Smith --[No Operation]--> Christopher Smith --[(INV) directed_by]--> Creep --[in_language]--> German
Neg LogProb(↓):   0.000860
Path Entropy(↓):  0.006928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by nancy meyers were released in which years
Start Entity:     Nancy Meyers
Gold Answer:      [['1998', '2009', '1948', '2003', '2006', '1994', '1961']]
Predicted Ans:    1948
Predicted Path:   Nancy Meyers --[(INV) written_by]--> I Love Trouble --[release_year]--> 1948
Path (Raw):       Nancy Meyers --[No Operation]--> Nancy Meyers --[(INV) written_by]--> I Love Trouble --[release_year]--> 1948
Neg LogProb(↓):   0.676968
Path Entropy(↓):  1.240255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the girl can't help it
Start Entity:     The Girl Can't Help It
Gold Answer:      [['1978', '1964', '1949', '1957', '1950', '1953', '1967', '1952']]
Predicted Ans:    1956
Predicted Path:   The Girl Can't Help It --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It --[release_year]--> 1956
Path (Raw):       The Girl Can't Help It --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It --[release_year]--> 1956
Neg LogProb(↓):   0.380369
Path Entropy(↓):  0.833353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in too hot to handle
Start Entity:     Too Hot to Handle
Gold Answer:      [['Sam Wood', 'Edward Dmytryk', 'Fritz Lang', 'Norman Taurog', 'Tay Garnett', 'James Flood', 'Edward Buzzell', 'John Huston', 'Irwin Allen', 'William A. Wellman', 'Mervyn LeRoy', 'Edward H. Griffith', 'Richard Thorpe', 'Carol Reed', 'Shawn Levy', 'Frank Borzage', 'Gottfried Reinhardt', 'Lewis Milestone', 'King Vidor', 'Raoul Walsh', 'Sidney Sheldon', 'John Ford', 'Ken Annakin', 'Mark Robson', 'Melville Shavelson', 'Frank Lloyd', 'Frank Capra', 'Wesley Ruggles', 'Curtis Bernhardt', 'Mitchell Leisen', 'W.S. Van Dyke', 'Arnold Laven', 'Alfred Santell', 'Vincent J. Donehue', 'Bruce Geller', 'Fred M. Wilcox', 'Vincente Minnelli', 'Tom Hooper', 'Victor Fleming', 'George Seaton', 'Victor Saville', 'Jack Conway', 'Irving Reis', 'William Wyler', 'Richard Brooks', 'George Archainbaud', 'Clarence Brown', 'Robert Z. Leonard']]
Predicted Ans:    Fritz Lang
Predicted Path:   Too Hot to Handle --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Path (Raw):       Too Hot to Handle --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   1.115536
Path Entropy(↓):  0.902059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of george waggner directed films
Start Entity:     George Waggner
Gold Answer:      [['Alan Le May', 'Zane Grey', 'Curt Siodmak']]
Predicted Ans:    Alan Le May
Predicted Path:   George Waggner --[(INV) directed_by]--> Gunfighters --[written_by]--> Alan Le May
Path (Raw):       George Waggner --[No Operation]--> George Waggner --[(INV) directed_by]--> Gunfighters --[written_by]--> Alan Le May
Neg LogProb(↓):   0.322889
Path Entropy(↓):  0.813528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of gabriel pascal directed movies
Start Entity:     Gabriel Pascal
Gold Answer:      [['George Bernard Shaw']]
Predicted Ans:    George Bernard Shaw
Predicted Path:   Gabriel Pascal --[(INV) directed_by]--> Caesar and Cleopatra --[written_by]--> George Bernard Shaw
Path (Raw):       Gabriel Pascal --[No Operation]--> Gabriel Pascal --[(INV) directed_by]--> Caesar and Cleopatra --[written_by]--> George Bernard Shaw
Neg LogProb(↓):   0.029772
Path Entropy(↓):  0.132617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the apparition
Start Entity:     The Apparition
Gold Answer:      [['Todd Lincoln']]
Predicted Ans:    Todd Lincoln
Predicted Path:   The Apparition --[directed_by]--> Todd Lincoln --[(INV) directed_by]--> The Apparition --[directed_by]--> Todd Lincoln
Path (Raw):       The Apparition --[directed_by]--> Todd Lincoln --[(INV) directed_by]--> The Apparition --[directed_by]--> Todd Lincoln
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film a place of one's own
Start Entity:     A Place of One's Own
Gold Answer:      [['Gerald A. Browne', 'Helen Deutsch', 'Robert Ardrey', 'Peter Milne', 'Gustave Flaubert', 'Roy Horniman', 'Claude Anet', 'Irma von Cube', 'James Kennaway', 'William Shakespeare', 'Dorothy Parker', 'William A. Wellman', 'Robert Carson', 'Ernest Lehman', 'Alan Campbell', 'Emeric Pressburger', 'Montgomery Hyde', 'Jeffrey Bloom', 'Charles Grodin', 'David Pursall', 'David Mamet', 'Frank Launder', 'Ethel Lina White', 'Charles Brackett', 'Elisabeth Sanxay Holding', 'Ben Barzman', 'Jules Verne', 'Ira Levin', 'Robert Hamer', 'Isobel Lennart', 'Margaret Forster', 'Michael Powell', 'Rusty Lemorande', 'Basilio Franchina', 'Jack Seddon', 'Kyle Onstott', 'Michel Arnold', 'Terence Young', 'Daphne Du Maurier', 'Gordon Wellesley', 'Libbie Block', 'Leslie Arliss', 'Doreen Montgomery', 'George Axelrod', 'Noel Langley', 'Æneas MacKenzie', 'Marguerite Roberts', 'Sir Walter Scott', 'Philip Yordan', 'John Dighton', 'John Gay', 'L.C. Moyzisch', 'Vladimir Nabokov', 'Michael Wilson', 'Marcia Davenport', 'Moss Hart', 'Sidney Gilliat', 'Margaret Kennedy', 'Eric Ambler', 'Norman Lindsay', 'Peter Yeldham', 'Joseph Kessel', 'Alec Waugh', 'Albert Lewin', 'Joseph Conrad', 'Barry Reed', 'Richard Brooks', 'Eleanor Smith', 'Heywood Gould', 'Claude Chabrol', 'Ken Hughes', 'Israel Zangwill', 'John Furnell', 'Jack Kirkland', 'Gerald Hanley']]
Predicted Ans:    Frank Launder
Predicted Path:   A Place of One's Own --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich --[written_by]--> Frank Launder
Path (Raw):       A Place of One's Own --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich --[written_by]--> Frank Launder
Neg LogProb(↓):   0.986414
Path Entropy(↓):  1.865113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote a guy named joe
Start Entity:     A Guy Named Joe
Gold Answer:      [['Chandler Sprague', 'Dalton Trumbo', 'David Boehm', 'Frederick Hazlitt Brennan']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   A Guy Named Joe --[written_by]--> Chandler Sprague --[(INV) written_by]--> A Guy Named Joe --[written_by]--> Dalton Trumbo
Path (Raw):       A Guy Named Joe --[written_by]--> Chandler Sprague --[(INV) written_by]--> A Guy Named Joe --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.773532
Path Entropy(↓):  1.752935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the alice doesn't live here anymore director
Start Entity:     Alice Doesn't Live Here Anymore
Gold Answer:      [['Marc Norman', 'Richard Price', 'Martin Scorsese', 'Mardik Martin', 'Kent Jones', 'Jay Cocks', 'Nicholas Pileggi', 'Woody Allen', 'Nikos Kazantzakis', 'Ernest K. Gann', 'Jake LaMotta', 'Ben L. Reitman', 'Dennis Lehane', 'Joe Connelly', 'Edith Wharton', 'Melissa Mathison', 'John D. MacDonald', 'Sofia Coppola', 'Francis Ford Coppola', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'James R. Webb', 'Paul Schrader', 'William Monahan', 'John Logan', 'Brian Selznick', 'Joseph Minion', 'Walter Tevis', 'Jordan Belfort']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Alice Doesn't Live Here Anymore --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese
Path (Raw):       Alice Doesn't Live Here Anymore --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[written_by]--> Martin Scorsese
Neg LogProb(↓):   0.616486
Path Entropy(↓):  1.460912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of julien bertheau starred movies
Start Entity:     Julien Bertheau
Gold Answer:      [['Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Julien Bertheau --[(INV) starred_actors]--> The Phantom of Liberty --[written_by]--> Luis Buñuel
Path (Raw):       Julien Bertheau --[No Operation]--> Julien Bertheau --[(INV) starred_actors]--> The Phantom of Liberty --[written_by]--> Luis Buñuel
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the traffic department director
Start Entity:     Traffic Department
Gold Answer:      [['Drama']]
Predicted Ans:    Crime
Predicted Path:   Traffic Department --[directed_by]--> Wojciech Smarzowski --[(INV) directed_by]--> Traffic Department --[has_genre]--> Crime
Path (Raw):       Traffic Department --[directed_by]--> Wojciech Smarzowski --[(INV) directed_by]--> Traffic Department --[has_genre]--> Crime
Neg LogProb(↓):   0.087973
Path Entropy(↓):  0.288944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of the fearless vampire killers
Start Entity:     The Fearless Vampire Killers
Gold Answer:      [['Roman Polanski', 'Delphine Gleize', 'Orson Welles']]
Predicted Ans:    Roman Polanski
Predicted Path:   The Fearless Vampire Killers --[written_by]--> Roman Polanski --[(INV) written_by]--> Bitter Moon --[directed_by]--> Roman Polanski
Path (Raw):       The Fearless Vampire Killers --[written_by]--> Roman Polanski --[(INV) written_by]--> Bitter Moon --[directed_by]--> Roman Polanski
Neg LogProb(↓):   0.762602
Path Entropy(↓):  1.424473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by george b. seitz were in which languages
Start Entity:     George B. Seitz
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans --[in_language]--> English
Path (Raw):       George B. Seitz --[No Operation]--> George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans --[in_language]--> English
Neg LogProb(↓):   0.608784
Path Entropy(↓):  0.693601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by kingsley amis were released in which years
Start Entity:     Kingsley Amis
Gold Answer:      [['1962', '1970']]
Predicted Ans:    1970
Predicted Path:   Kingsley Amis --[(INV) written_by]--> Take a Girl Like You --[release_year]--> 1970
Path (Raw):       Kingsley Amis --[No Operation]--> Kingsley Amis --[(INV) written_by]--> Take a Girl Like You --[release_year]--> 1970
Neg LogProb(↓):   0.010133
Path Entropy(↓):  0.056378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the vault of horror
Start Entity:     The Vault of Horror
Gold Answer:      [['Sheridan Le Fanu', 'Bill MacIlwraith', 'Eric Ambler', 'Daniel Taradash', 'Frank Hardman', 'Martin Davison', 'Michael Carreras', 'Bram Stoker', 'Gavin Lyall', 'Walter Lord', 'Robert Bloch', 'Patrick McGrath', 'Patrick Marber', 'Jimmy Sangster', 'Dario Argento', 'Charlotte Armstrong', 'Kelley Roos', 'Chrysanthy Balis']]
Predicted Ans:    Dario Argento
Predicted Path:   The Vault of Horror --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[written_by]--> Dario Argento
Path (Raw):       The Vault of Horror --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[written_by]--> Dario Argento
Neg LogProb(↓):   0.351856
Path Entropy(↓):  0.926928
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie long time dead
Start Entity:     Long Time Dead
Gold Answer:      [['Susan Montford', 'Gus Van Sant', 'Martha Coolidge', 'Frank LaLoggia', 'Frank Perry']]
Predicted Ans:    Susan Montford
Predicted Path:   Long Time Dead --[starred_actors]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out --[directed_by]--> Susan Montford
Path (Raw):       Long Time Dead --[starred_actors]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out --[directed_by]--> Susan Montford
Neg LogProb(↓):   0.004467
Path Entropy(↓):  0.035978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of rabbit without ears
Start Entity:     Rabbit Without Ears
Gold Answer:      [['Kokowääh']]
Predicted Ans:    Kokowääh
Predicted Path:   Rabbit Without Ears --[directed_by]--> Til Schweiger --[(INV) directed_by]--> Kokowääh
Path (Raw):       Rabbit Without Ears --[directed_by]--> Til Schweiger --[(INV) directed_by]--> Kokowääh --[No Operation]--> Kokowääh
Neg LogProb(↓):   0.566260
Path Entropy(↓):  0.684176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by jeff balsmeyer in
Start Entity:     Jeff Balsmeyer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jeff Balsmeyer --[(INV) written_by]--> Danny Deckchair --[has_genre]--> Comedy
Path (Raw):       Jeff Balsmeyer --[No Operation]--> Jeff Balsmeyer --[(INV) written_by]--> Danny Deckchair --[has_genre]--> Comedy
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by bernie casey were released in which years
Start Entity:     Bernie Casey
Gold Answer:      [['1972', '1988']]
Predicted Ans:    1988
Predicted Path:   Bernie Casey --[(INV) starred_actors]--> I'm Gonna Git You Sucka --[release_year]--> 1988
Path (Raw):       Bernie Casey --[No Operation]--> Bernie Casey --[(INV) starred_actors]--> I'm Gonna Git You Sucka --[release_year]--> 1988
Neg LogProb(↓):   0.288797
Path Entropy(↓):  0.563252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the devil commands
Start Entity:     The Devil Commands
Gold Answer:      [['Boris Karloff']]
Predicted Ans:    Boris Karloff
Predicted Path:   The Devil Commands --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[starred_actors]--> Boris Karloff
Path (Raw):       The Devil Commands --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[starred_actors]--> Boris Karloff
Neg LogProb(↓):   0.425079
Path Entropy(↓):  1.331700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in i as in icarus
Start Entity:     I as in Icarus
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   I as in Icarus --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       I as in Icarus --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   1.319323
Path Entropy(↓):  2.723702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor steven mackintosh appeared in the same movie with who
Start Entity:     Steven Mackintosh
Gold Answer:      [['Sean Pertwee', 'Anna Friel', 'Ray Winstone', 'Rupert Graves', 'Rachel Weisz', 'Catherine McCormack', 'Ewan McGregor', 'Hayley Atwell', 'Ben Drew']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Steven Mackintosh --[(INV) starred_actors]--> Blue Juice --[starred_actors]--> Ewan McGregor
Path (Raw):       Steven Mackintosh --[No Operation]--> Steven Mackintosh --[(INV) starred_actors]--> Blue Juice --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.704490
Path Entropy(↓):  1.201771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film great expectations were released in which years
Start Entity:     Great Expectations
Gold Answer:      [['1980', '1970', '1954', '1944', '2003', '1992', '2006', '1985', '1941', '1984', '2007', '1957', '2004', '1982', '1994', '1995', '1948', '2001', '1955', '2011', '2013', '1962', '1949', '1997', '1950', '2005', '1965', '1999', '1945', '1987']]
Predicted Ans:    1944
Predicted Path:   Great Expectations --[directed_by]--> David Lean --[(INV) directed_by]--> This Happy Breed --[release_year]--> 1944
Path (Raw):       Great Expectations --[directed_by]--> David Lean --[(INV) directed_by]--> This Happy Breed --[release_year]--> 1944
Neg LogProb(↓):   0.603549
Path Entropy(↓):  1.146172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robbie robertson were directed by who
Start Entity:     Robbie Robertson
Gold Answer:      [['Martin Scorsese']]
Predicted Ans:    Robbie Robertson
Predicted Path:   Robbie Robertson --[(INV) starred_actors]--> Carny --[written_by]--> Robbie Robertson
Path (Raw):       Robbie Robertson --[No Operation]--> Robbie Robertson --[(INV) starred_actors]--> Carny --[written_by]--> Robbie Robertson
Neg LogProb(↓):   0.446309
Path Entropy(↓):  0.752638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the film mayerling
Start Entity:     Mayerling
Gold Answer:      [['1968']]
Predicted Ans:    1936
Predicted Path:   Mayerling --[release_year]--> 1936 --[(INV) release_year]--> Three Smart Girls --[release_year]--> 1936
Path (Raw):       Mayerling --[release_year]--> 1936 --[(INV) release_year]--> Three Smart Girls --[release_year]--> 1936
Neg LogProb(↓):   2.875482
Path Entropy(↓):  4.130422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film troop beverly hills
Start Entity:     Troop Beverly Hills
Gold Answer:      [['1986', '1985', '1984', '1991']]
Predicted Ans:    1985
Predicted Path:   Troop Beverly Hills --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> Gotcha! --[release_year]--> 1985
Path (Raw):       Troop Beverly Hills --[directed_by]--> Jeff Kanew --[(INV) directed_by]--> Gotcha! --[release_year]--> 1985
Neg LogProb(↓):   0.471078
Path Entropy(↓):  1.081080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the home of dark butterflies
Start Entity:     The Home of Dark Butterflies
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   The Home of Dark Butterflies --[written_by]--> Leena Lander --[(INV) written_by]--> Tears of April --[has_genre]--> Drama
Path (Raw):       The Home of Dark Butterflies --[written_by]--> Leena Lander --[(INV) written_by]--> Tears of April --[has_genre]--> Drama
Neg LogProb(↓):   0.150999
Path Entropy(↓):  0.455177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the patriot starred who
Start Entity:     The Patriot
Gold Answer:      [['Steven Seagal']]
Predicted Ans:    Heath Ledger
Predicted Path:   The Patriot --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> Casanova --[starred_actors]--> Heath Ledger
Path (Raw):       The Patriot --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> Casanova --[starred_actors]--> Heath Ledger
Neg LogProb(↓):   0.761343
Path Entropy(↓):  1.283089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films the maltese falcon are written by who
Start Entity:     The Maltese Falcon
Gold Answer:      [['Laurence Stallings', 'Carol Sobieski', 'Arch Oboler', 'Albert Band', 'John Huston', 'Carson McCullers', 'Lou Breslow', 'Romain Gary', 'John Milius', 'Thomas Meehan', 'Roland Kibbee', 'Charles Shaw', 'Leonard Gardner', 'Pierre La Mure', 'Harold Gray', 'Sid Silvers', 'Richard Condon', 'John D. Klorer', 'James Agee', 'Arthur Miller', 'Janet Roach', 'Ellen Glasgow', 'Rosalind Keating Shaffer', 'Guy Gallo', 'Malcolm Lowry', 'Ray Bradbury', 'Truman Capote', 'Maxwell Anderson', 'John Melson', 'Tennessee Williams', "Flannery O'Connor", 'Claud Cockburn', 'Wendell Mayes', 'B. Traven', 'Anthony Veiller', 'Edgar Allan Poe', 'Rudyard Kipling', 'Alan Le May', 'Philip MacDonald', 'Moss Hart', 'Devery Freeman', 'Jack McGowan', 'Harry W. Conn', 'Booth Tarkington', 'Oscar Hammerstein II', 'Stephen Crane', 'Howard Koch', 'George S. Kaufman', 'Will Gluck', 'Noel Behn', 'Richard Brooks', 'Gladys Hill', 'Herman Melville', 'John Lee Mahin', 'James Joyce']]
Predicted Ans:    John Huston
Predicted Path:   The Maltese Falcon --[directed_by]--> John Huston --[(INV) directed_by]--> The Treasure of the Sierra Madre --[written_by]--> John Huston
Path (Raw):       The Maltese Falcon --[directed_by]--> John Huston --[(INV) directed_by]--> The Treasure of the Sierra Madre --[written_by]--> John Huston
Neg LogProb(↓):   0.522914
Path Entropy(↓):  1.339624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in yeh jawaani hai deewani
Start Entity:     Yeh Jawaani Hai Deewani
Gold Answer:      [['French', 'Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Yeh Jawaani Hai Deewani --[starred_actors]--> Ranbir Kapoor --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Path (Raw):       Yeh Jawaani Hai Deewani --[starred_actors]--> Ranbir Kapoor --[(INV) starred_actors]--> Saawariya --[in_language]--> Hindi
Neg LogProb(↓):   0.391660
Path Entropy(↓):  0.630822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the sea hawk
Start Entity:     The Sea Hawk
Gold Answer:      [['A. Edward Sutherland', 'Jean Negulesco', 'John Huston', 'George Sidney', 'Lloyd Corrigan', 'Henry King', 'Alexander Hall', 'Mark Rydell', 'Michael Curtiz', 'William Keighley', 'Howard Hawks']]
Predicted Ans:    Michael Curtiz
Predicted Path:   The Sea Hawk --[written_by]--> Seton I. Miller --[(INV) written_by]--> The Sea Hawk --[directed_by]--> Michael Curtiz
Path (Raw):       The Sea Hawk --[written_by]--> Seton I. Miller --[(INV) written_by]--> The Sea Hawk --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.125796
Path Entropy(↓):  0.497084
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of detour
Start Entity:     Detour
Gold Answer:      [['2009']]
Predicted Ans:    1945
Predicted Path:   Detour --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Path (Raw):       Detour --[release_year]--> 1945 --[(INV) release_year]--> And Then There Were None --[release_year]--> 1945
Neg LogProb(↓):   2.932493
Path Entropy(↓):  3.901202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of the alligator people
Start Entity:     The Alligator People
Gold Answer:      [['The Ghost of Frankenstein', 'The Haunted Palace', 'It Conquered the World', 'Where the Red Fern Grows', 'Of Mice and Men', 'Roller Boogie', 'Mystery Street']]
Predicted Ans:    The Haunted Palace
Predicted Path:   The Alligator People --[starred_actors]--> Lon Chaney Jr. --[(INV) starred_actors]--> The Haunted Palace
Path (Raw):       The Alligator People --[starred_actors]--> Lon Chaney Jr. --[No Operation]--> Lon Chaney Jr. --[(INV) starred_actors]--> The Haunted Palace
Neg LogProb(↓):   0.056365
Path Entropy(↓):  0.265255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did giorgio prosperi write
Start Entity:     Giorgio Prosperi
Gold Answer:      [['Sodom and Gomorrah']]
Predicted Ans:    Sodom and Gomorrah
Predicted Path:   Giorgio Prosperi --[(INV) written_by]--> Sodom and Gomorrah --[written_by]--> Giorgio Prosperi --[(INV) written_by]--> Sodom and Gomorrah
Path (Raw):       Giorgio Prosperi --[(INV) written_by]--> Sodom and Gomorrah --[written_by]--> Giorgio Prosperi --[(INV) written_by]--> Sodom and Gomorrah
Neg LogProb(↓):   0.000404
Path Entropy(↓):  0.003696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a bug's life
Start Entity:     A Bug's Life
Gold Answer:      [['Cars', 'Toy Story 3', 'Planes', 'Toy Story 2', 'Cars 2', 'Monsters, Inc.', 'BURN-E', 'Finding Nemo', 'Toy Story', 'John Carter']]
Predicted Ans:    Toy Story 2
Predicted Path:   A Bug's Life --[written_by]--> John Lasseter --[(INV) written_by]--> Toy Story 2
Path (Raw):       A Bug's Life --[written_by]--> John Lasseter --[(INV) written_by]--> Toy Story 2 --[No Operation]--> Toy Story 2
Neg LogProb(↓):   1.188418
Path Entropy(↓):  1.512077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the principal
Start Entity:     The Principal
Gold Answer:      [['1988', '1994', '1985', '1992']]
Predicted Ans:    1985
Predicted Path:   The Principal --[directed_by]--> Christopher Cain --[(INV) directed_by]--> That Was Then... This Is Now --[release_year]--> 1985
Path (Raw):       The Principal --[directed_by]--> Christopher Cain --[(INV) directed_by]--> That Was Then... This Is Now --[release_year]--> 1985
Neg LogProb(↓):   0.135968
Path Entropy(↓):  0.399759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by robert guediguian released
Start Entity:     Robert Guédiguian
Gold Answer:      [['2011', '2000', '1997', '1952']]
Predicted Ans:    1952
Predicted Path:   Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[release_year]--> 1952
Path (Raw):       Robert Guédiguian --[No Operation]--> Robert Guédiguian --[(INV) directed_by]--> The Snows of Kilimanjaro --[release_year]--> 1952
Neg LogProb(↓):   0.631213
Path Entropy(↓):  0.984524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of phantom of the rue morgue also directed which movies
Start Entity:     Phantom of the Rue Morgue
Gold Answer:      [['Broadway Rhythm', 'Three Sailors and a Girl', 'The Alligator People', 'On Moonlight Bay', 'It Happened on Fifth Avenue', 'Starlift', 'Taxi!', 'The Maltese Falcon', 'Ziegfeld Follies', 'Blonde Crazy', 'Broadway Melody of 1938', 'Lady Killer', 'The West Point Story', 'The Chocolate Soldier', 'Barbary Coast Gent', 'Broadway Melody of 1936', 'Always Leave Them Laughing', 'Kid Millions', 'Born to Dance']]
Predicted Ans:    Broadway Melody of 1936
Predicted Path:   Phantom of the Rue Morgue --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Broadway Melody of 1936
Path (Raw):       Phantom of the Rue Morgue --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Broadway Melody of 1936 --[No Operation]--> Broadway Melody of 1936
Neg LogProb(↓):   0.919894
Path Entropy(↓):  1.589708
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the fortune cookie
Start Entity:     The Fortune Cookie
Gold Answer:      [['Greta Garbo', 'Bing Crosby', 'Ray Milland', 'Anne Baxter', 'Tyrone Power', 'Fred MacMurray', 'Benny Goodman', 'Nancy Marchand', 'Marlene Dietrich', 'Tommy Dorsey', 'James Stewart', 'Gary Cooper', 'Harrison Ford', 'Horst Buchholz', 'John Lund', 'Victor Francen', 'Ginger Rogers', 'Monica Bellucci', 'Romane Bohringer', 'Robert Stephens', 'William Holden', 'Jack Carson', 'Pamela Tiffin', 'Barbara Stanwyck', 'Adolphe Menjou', 'Jack Lemmon', 'Doris Day', 'Virginia Mayo', 'Dean Martin', 'Otto Preminger', 'Greg Kinnear', 'Charles Laughton', 'Julia Ormond', 'Paulette Goddard', 'Francis Lederer', 'Edward Everett Horton', 'Olivia de Havilland', 'Franchot Tone', 'Don Ameche', 'Claudette Colbert', 'George Raft', 'John Barrymore', 'Colin Blakely', 'James Cagney', 'Shirley MacLaine', 'Elsa Lanchester', 'Mary Brian', 'Edward G. Robinson', 'Melvyn Douglas', 'Robert Strauss', 'Tom Ewell', 'Don Taylor', 'Kim Novak', 'Danny Kaye', 'Juliet Mills', 'Tony Curtis', 'Walter Matthau', 'Marilyn Monroe', 'Audrey Hepburn', 'Arlene Francis', 'Kirk Douglas', 'Joan Fontaine', 'Paula Prentiss', 'Vincent Cassel', 'Charles Boyer', 'Humphrey Bogart', 'Ray Walston', 'Jean Arthur', 'Dennis Morgan', 'Jane Wyman', "Pat O'Brien"]]
Predicted Ans:    Ray Milland
Predicted Path:   The Fortune Cookie --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Path (Raw):       The Fortune Cookie --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.824309
Path Entropy(↓):  1.899293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by tea leoni in
Start Entity:     Téa Leoni
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Téa Leoni --[(INV) starred_actors]--> House of D --[has_genre]--> Drama
Path (Raw):       Téa Leoni --[No Operation]--> Téa Leoni --[(INV) starred_actors]--> House of D --[has_genre]--> Drama
Neg LogProb(↓):   0.221626
Path Entropy(↓):  0.685262
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by gerold frank starred who
Start Entity:     Gerold Frank
Gold Answer:      [['Susan Hayward', 'Henry Fonda', 'Eddie Albert', 'Jo Van Fleet', 'Richard Conte', 'Tony Curtis']]
Predicted Ans:    Susan Hayward
Predicted Path:   Gerold Frank --[(INV) written_by]--> I'll Cry Tomorrow --[starred_actors]--> Susan Hayward
Path (Raw):       Gerold Frank --[No Operation]--> Gerold Frank --[(INV) written_by]--> I'll Cry Tomorrow --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.216158
Path Entropy(↓):  0.622340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film save me
Start Entity:     Save Me
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Save Me --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Save Me --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.241237
Path Entropy(↓):  4.646340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Philippe grimond directed which movies
Start Entity:     Philippe Grimond
Gold Answer:      [['Asterix and the Big Fight']]
Predicted Ans:    Asterix and the Big Fight
Predicted Path:   Philippe Grimond --[(INV) directed_by]--> Asterix and the Big Fight --[directed_by]--> Philippe Grimond --[(INV) directed_by]--> Asterix and the Big Fight
Path (Raw):       Philippe Grimond --[(INV) directed_by]--> Asterix and the Big Fight --[directed_by]--> Philippe Grimond --[(INV) directed_by]--> Asterix and the Big Fight
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter chimamanda ngozi adichie co - wrote films with who
Start Entity:     Chimamanda Ngozi Adichie
Gold Answer:      [['Biyi Bandele']]
Predicted Ans:    Chimamanda Ngozi Adichie
Predicted Path:   Chimamanda Ngozi Adichie --[(INV) written_by]--> Half of a Yellow Sun --[written_by]--> Chimamanda Ngozi Adichie
Path (Raw):       Chimamanda Ngozi Adichie --[No Operation]--> Chimamanda Ngozi Adichie --[(INV) written_by]--> Half of a Yellow Sun --[written_by]--> Chimamanda Ngozi Adichie
Neg LogProb(↓):   0.422423
Path Entropy(↓):  0.706806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does kaaren verne act in
Start Entity:     Kaaren Verne
Gold Answer:      [['All Through the Night']]
Predicted Ans:    All Through the Night
Predicted Path:   Kaaren Verne --[(INV) starred_actors]--> All Through the Night --[starred_actors]--> Kaaren Verne --[(INV) starred_actors]--> All Through the Night
Path (Raw):       Kaaren Verne --[(INV) starred_actors]--> All Through the Night --[starred_actors]--> Kaaren Verne --[(INV) starred_actors]--> All Through the Night
Neg LogProb(↓):   0.078850
Path Entropy(↓):  0.320505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of confidential agent
Start Entity:     Confidential Agent
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    Robert Buckner
Predicted Path:   Confidential Agent --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City --[written_by]--> Robert Buckner
Path (Raw):       Confidential Agent --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City --[written_by]--> Robert Buckner
Neg LogProb(↓):   0.278080
Path Entropy(↓):  0.763996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie trial by jury were in which genres
Start Entity:     Trial by Jury
Gold Answer:      [['Music', 'Sport', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Trial by Jury --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Path (Raw):       Trial by Jury --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Neg LogProb(↓):   0.052757
Path Entropy(↓):  0.216855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by betty thomas fall under
Start Entity:     Betty Thomas
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Betty Thomas --[(INV) directed_by]--> I Spy --[has_genre]--> Comedy
Path (Raw):       Betty Thomas --[No Operation]--> Betty Thomas --[(INV) directed_by]--> I Spy --[has_genre]--> Comedy
Neg LogProb(↓):   0.079248
Path Entropy(↓):  0.274600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie kumiko, the treasure hunter starred who
Start Entity:     Kumiko, the Treasure Hunter
Gold Answer:      [['Nobuyuki Katsube', 'Shirley Venard', 'Rinko Kikuchi', 'David Zellner']]
Predicted Ans:    Nobuyuki Katsube
Predicted Path:   Kumiko, the Treasure Hunter --[starred_actors]--> Nobuyuki Katsube --[(INV) starred_actors]--> Kumiko, the Treasure Hunter --[starred_actors]--> Nobuyuki Katsube
Path (Raw):       Kumiko, the Treasure Hunter --[starred_actors]--> Nobuyuki Katsube --[(INV) starred_actors]--> Kumiko, the Treasure Hunter --[starred_actors]--> Nobuyuki Katsube
Neg LogProb(↓):   0.114603
Path Entropy(↓):  0.414949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Joe thomas appears in which movies
Start Entity:     Joe Thomas
Gold Answer:      [['The Inbetweeners Movie', 'The Inbetweeners 2']]
Predicted Ans:    The Inbetweeners 2
Predicted Path:   Joe Thomas --[(INV) starred_actors]--> The Inbetweeners 2 --[starred_actors]--> James Buckley --[(INV) starred_actors]--> The Inbetweeners 2
Path (Raw):       Joe Thomas --[(INV) starred_actors]--> The Inbetweeners 2 --[starred_actors]--> James Buckley --[(INV) starred_actors]--> The Inbetweeners 2
Neg LogProb(↓):   0.709064
Path Entropy(↓):  1.570193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the little rascals save the day
Start Entity:     The Little Rascals Save the Day
Gold Answer:      [['William Robertson', 'Alex Zamm']]
Predicted Ans:    Alex Zamm
Predicted Path:   The Little Rascals Save the Day --[written_by]--> Alex Zamm --[(INV) written_by]--> The Little Rascals Save the Day --[written_by]--> Alex Zamm
Path (Raw):       The Little Rascals Save the Day --[written_by]--> Alex Zamm --[(INV) written_by]--> The Little Rascals Save the Day --[written_by]--> Alex Zamm
Neg LogProb(↓):   0.127513
Path Entropy(↓):  0.463277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does joanna newsom star in
Start Entity:     Joanna Newsom
Gold Answer:      [['Inherent Vice']]
Predicted Ans:    Earthlings
Predicted Path:   Joanna Newsom --[(INV) starred_actors]--> Inherent Vice --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings
Path (Raw):       Joanna Newsom --[(INV) starred_actors]--> Inherent Vice --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings
Neg LogProb(↓):   0.854724
Path Entropy(↓):  1.402646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose writers also wrote pcu
Start Entity:     PCU
Gold Answer:      [['Liv Tyler', 'Patrick Macnee', 'Ralph Fiennes', 'Uma Thurman', 'David Cross', 'Dennis Farina', 'William Hurt', 'Mark Ruffalo', 'Chris Hemsworth', 'Jennifer Garner', 'Chris Evans', 'Sean Connery', 'Edward Norton', 'Werner Herzog', 'Tim Roth', 'Woody Harrelson', 'Russell Williams II', 'Gabriel Beristain', 'Cheryl Hines']]
Predicted Ans:    Jennifer Garner
Predicted Path:   PCU --[written_by]--> Zak Penn --[(INV) written_by]--> Elektra --[starred_actors]--> Jennifer Garner
Path (Raw):       PCU --[written_by]--> Zak Penn --[(INV) written_by]--> Elektra --[starred_actors]--> Jennifer Garner
Neg LogProb(↓):   0.000718
Path Entropy(↓):  0.006486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of gunfighters
Start Entity:     Gunfighters
Gold Answer:      [['Along Came Jones', 'The Searchers', 'Riders of the Purple Sage', 'The Unforgiven', 'The Vanishing American', 'Born to the West', 'North West Mounted Police', 'Western Union', 'San Antonio']]
Predicted Ans:    Along Came Jones
Predicted Path:   Gunfighters --[written_by]--> Alan Le May --[(INV) written_by]--> Along Came Jones
Path (Raw):       Gunfighters --[No Operation]--> Gunfighters --[written_by]--> Alan Le May --[(INV) written_by]--> Along Came Jones
Neg LogProb(↓):   0.474803
Path Entropy(↓):  1.237617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jim o'connolly
Start Entity:     Jim O'Connolly
Gold Answer:      [['James Franciscus', 'Gila Golan', 'Richard Carlson']]
Predicted Ans:    Richard Carlson
Predicted Path:   Jim O'Connolly --[(INV) directed_by]--> The Valley of Gwangi --[starred_actors]--> Richard Carlson
Path (Raw):       Jim O'Connolly --[No Operation]--> Jim O'Connolly --[(INV) directed_by]--> The Valley of Gwangi --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.000647
Path Entropy(↓):  0.005712
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film a pure formality starred which actors
Start Entity:     A Pure Formality
Gold Answer:      [['Gérard Depardieu', 'Roman Polanski']]
Predicted Ans:    Roman Polanski
Predicted Path:   A Pure Formality --[starred_actors]--> Roman Polanski --[(INV) starred_actors]--> The Fearless Vampire Killers --[starred_actors]--> Roman Polanski
Path (Raw):       A Pure Formality --[starred_actors]--> Roman Polanski --[(INV) starred_actors]--> The Fearless Vampire Killers --[starred_actors]--> Roman Polanski
Neg LogProb(↓):   0.098557
Path Entropy(↓):  0.362232
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about amy poehler
Start Entity:     amy poehler
Gold Answer:      [['Free Birds', 'Baby Mama', 'Mean Girls']]
Predicted Ans:    Free Birds
Predicted Path:   amy poehler --[(INV) has_tags]--> Free Birds --[has_tags]--> amy poehler --[(INV) has_tags]--> Free Birds
Path (Raw):       amy poehler --[(INV) has_tags]--> Free Birds --[has_tags]--> amy poehler --[(INV) has_tags]--> Free Birds
Neg LogProb(↓):   0.160775
Path Entropy(↓):  0.603882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did david o. selznick write
Start Entity:     David O. Selznick
Gold Answer:      [["Dracula's Daughter", 'Since You Went Away', 'The Paradine Case', 'Duel in the Sun']]
Predicted Ans:    Duel in the Sun
Predicted Path:   David O. Selznick --[(INV) written_by]--> Duel in the Sun --[written_by]--> David O. Selznick --[(INV) written_by]--> Duel in the Sun
Path (Raw):       David O. Selznick --[(INV) written_by]--> Duel in the Sun --[written_by]--> David O. Selznick --[(INV) written_by]--> Duel in the Sun
Neg LogProb(↓):   1.530526
Path Entropy(↓):  2.128263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed go go tales
Start Entity:     Go Go Tales
Gold Answer:      [['Chris Penn', 'Harvey Keitel', 'Victor Argo', 'Tsutomu Yamazaki', 'Terry Kinney', 'Madonna', 'Willem Dafoe', 'Forest Whitaker', 'Annabella Sciorra', 'David Caruso', 'Heather Graham', 'Tom Berenger', 'Abel Ferrara', 'Christopher Walken', 'Lili Taylor', 'Edie Falco', 'Asia Argento', 'Isabella Rossellini', 'Juliette Binoche', 'Billy Dee Williams', 'Laurence Fishburne', 'Meg Tilly', 'Matthew Modine', 'Kelly McGillis', 'James Russo', 'Peter Weller', 'Gabrielle Anwar']]
Predicted Ans:    Willem Dafoe
Predicted Path:   Go Go Tales --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> New Rose Hotel --[starred_actors]--> Willem Dafoe
Path (Raw):       Go Go Tales --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> New Rose Hotel --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   1.185649
Path Entropy(↓):  1.753556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the mr. hobbs takes a vacation director
Start Entity:     Mr. Hobbs Takes a Vacation
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Mr. Hobbs Takes a Vacation --[directed_by]--> Henry Koster --[(INV) directed_by]--> First Love --[in_language]--> Italian
Path (Raw):       Mr. Hobbs Takes a Vacation --[directed_by]--> Henry Koster --[(INV) directed_by]--> First Love --[in_language]--> Italian
Neg LogProb(↓):   0.123321
Path Entropy(↓):  0.360765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film country strong was written by who
Start Entity:     Country Strong
Gold Answer:      [['Shana Feste']]
Predicted Ans:    Shana Feste
Predicted Path:   Country Strong --[written_by]--> Shana Feste --[(INV) written_by]--> Country Strong --[written_by]--> Shana Feste
Path (Raw):       Country Strong --[written_by]--> Shana Feste --[(INV) written_by]--> Country Strong --[written_by]--> Shana Feste
Neg LogProb(↓):   0.023571
Path Entropy(↓):  0.125127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of pyaar impossible!
Start Entity:     Pyaar Impossible!
Gold Answer:      [['Don 2', 'Love Story 2050', 'Mujhse Shaadi Karogi', 'Barfi!', '7 Khoon Maaf', 'Dhoom', 'Krrish', 'Don', 'Krrish 3', 'Gunday']]
Predicted Ans:    Gunday
Predicted Path:   Pyaar Impossible! --[starred_actors]--> Priyanka Chopra --[(INV) starred_actors]--> Gunday
Path (Raw):       Pyaar Impossible! --[starred_actors]--> Priyanka Chopra --[No Operation]--> Priyanka Chopra --[(INV) starred_actors]--> Gunday
Neg LogProb(↓):   1.077058
Path Entropy(↓):  1.277852
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of hairspray
Start Entity:     Hairspray
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Hairspray --[written_by]--> Mark O'Donnell --[(INV) written_by]--> Hairspray --[has_genre]--> Comedy
Path (Raw):       Hairspray --[written_by]--> Mark O'Donnell --[(INV) written_by]--> Hairspray --[has_genre]--> Comedy
Neg LogProb(↓):   0.903939
Path Entropy(↓):  1.358171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by david digilio
Start Entity:     David DiGilio
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   David DiGilio --[(INV) written_by]--> Eight Below --[has_genre]--> Drama
Path (Raw):       David DiGilio --[No Operation]--> David DiGilio --[(INV) written_by]--> Eight Below --[has_genre]--> Drama
Neg LogProb(↓):   0.017103
Path Entropy(↓):  0.085949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of nighthawks also starred in which films
Start Entity:     Nighthawks
Gold Answer:      [['Cliffhanger', "Brian's Song", 'Cop Land', 'Get Carter', 'Warrior of the Lost World', 'Scott Joplin', 'Capone', 'Bullet to the Head', 'Rocky', 'No Place to Hide', 'The Paper Chase', 'Rambo', 'Over the Top', 'Rhinestone', 'High Risk', 'Paradise Alley', 'The Expendables 3', 'Rocky II', 'Escape Plan', 'Rocky V', 'Rocky IV', 'Demolition Man', 'Oscar', 'Assassins', 'Number One with a Bullet', 'Kambakkht Ishq', 'Fear City', 'Megaforce', 'The Expendables', 'Driven', 'Avenging Angelo', 'Grudge Match', 'Lock Up', 'Cobra', 'The Expendables 2', 'Lady Sings the Blues', 'First Blood', 'Rocky Balboa', 'Judge Dredd', 'Stop! Or My Mom Will Shoot', 'Rocky III', 'The Specialist', 'Death Race 2000', 'Daylight']]
Predicted Ans:    Rocky II
Predicted Path:   Nighthawks --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II
Path (Raw):       Nighthawks --[starred_actors]--> Sylvester Stallone --[No Operation]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II
Neg LogProb(↓):   0.595982
Path Entropy(↓):  1.392405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film pickup on south street released
Start Entity:     Pickup on South Street
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Pickup on South Street --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       Pickup on South Street --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   2.108078
Path Entropy(↓):  3.526727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by jerry lacy release
Start Entity:     Jerry Lacy
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Jerry Lacy --[(INV) starred_actors]--> Play It Again, Sam --[release_year]--> 1972
Path (Raw):       Jerry Lacy --[No Operation]--> Jerry Lacy --[(INV) starred_actors]--> Play It Again, Sam --[release_year]--> 1972
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the square were released in which years
Start Entity:     The Square
Gold Answer:      [['2002', '2007']]
Predicted Ans:    2002
Predicted Path:   The Square --[directed_by]--> Nash Edgerton --[(INV) directed_by]--> Spider --[release_year]--> 2002
Path (Raw):       The Square --[directed_by]--> Nash Edgerton --[(INV) directed_by]--> Spider --[release_year]--> 2002
Neg LogProb(↓):   0.164406
Path Entropy(↓):  0.457959
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film logan's run
Start Entity:     Logan's Run
Gold Answer:      [['1980', '1970', '1993', '1985', '1967', '1979', '1984', '1977', '2007', '1968', '2009', '1973', '1976', '1972', '1971', '1990', '1989', '1938', '1996', '2002', '2011', '1978', '1964', '1997', '1999', '1986']]
Predicted Ans:    2002
Predicted Path:   Logan's Run --[starred_actors]--> Michael York --[(INV) starred_actors]--> Austin Powers in Goldmember --[release_year]--> 2002
Path (Raw):       Logan's Run --[starred_actors]--> Michael York --[(INV) starred_actors]--> Austin Powers in Goldmember --[release_year]--> 2002
Neg LogProb(↓):   1.492783
Path Entropy(↓):  1.941485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film astro boy starred which actors
Start Entity:     Astro Boy
Gold Answer:      [['Eugene Levy', 'Freddie Highmore', 'Charlize Theron']]
Predicted Ans:    Freddie Highmore
Predicted Path:   Astro Boy --[starred_actors]--> Freddie Highmore --[(INV) starred_actors]--> Charlie and the Chocolate Factory --[starred_actors]--> Freddie Highmore
Path (Raw):       Astro Boy --[starred_actors]--> Freddie Highmore --[(INV) starred_actors]--> Charlie and the Chocolate Factory --[starred_actors]--> Freddie Highmore
Neg LogProb(↓):   0.037270
Path Entropy(↓):  0.193454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is alpha dog
Start Entity:     Alpha Dog
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Alpha Dog --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Alpha Dog --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.454536
Path Entropy(↓):  4.556816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by baby geniuses screenwriters
Start Entity:     Baby Geniuses
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Baby Geniuses --[written_by]--> Bob Clark --[(INV) written_by]--> Loose Cannons --[has_genre]--> Comedy
Path (Raw):       Baby Geniuses --[written_by]--> Bob Clark --[(INV) written_by]--> Loose Cannons --[has_genre]--> Comedy
Neg LogProb(↓):   0.701115
Path Entropy(↓):  0.739664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the nun's story
Start Entity:     The Nun's Story
Gold Answer:      [['Glynis Johns', 'Van Heflin', 'Lloyd Nolan', 'Gary Cooper', 'Lambert Wilson', 'Marlon Brando', 'Emilie de Ravin', 'Gregory Peck', 'Ivan Sergei', 'Jane Fonda', 'Betsy Brantley', 'Anthony Quinn', 'Donna Reed', 'Jessica Tandy', 'Robert Mitchum', 'Hume Cronyn', 'Montgomery Clift', 'Gordon MacRae', 'Gene Nelson', 'Edward Fox', 'Eva Marie Saint', 'Peter Ustinov', 'Gloria Grahame', 'Jason Robards', 'Teresa Wright', 'Robert Ryan', 'Paul Scofield', 'Janet Leigh', 'Don Murray', 'Burt Lancaster', 'Anthony Franciosa', 'Sean Connery', 'Everett Sloane', 'Omar Sharif', 'Vanessa Redgrave', 'Charlotte Greenwood', 'Aline MacMahon', 'Spencer Tracy', 'Tilda Swinton', 'Deborah Kerr']]
Predicted Ans:    Marlon Brando
Predicted Path:   The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[starred_actors]--> Marlon Brando
Path (Raw):       The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   0.674509
Path Entropy(↓):  1.393665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote voodoo dawn
Start Entity:     Voodoo Dawn
Gold Answer:      [['Jeffrey Delman', 'Tom Savini', 'Evan Dunsky', 'George A. Romero']]
Predicted Ans:    Steven Fierberg
Predicted Path:   Voodoo Dawn --[written_by]--> Evan Dunsky --[(INV) written_by]--> Voodoo Dawn --[directed_by]--> Steven Fierberg
Path (Raw):       Voodoo Dawn --[written_by]--> Evan Dunsky --[(INV) written_by]--> Voodoo Dawn --[directed_by]--> Steven Fierberg
Neg LogProb(↓):   0.050943
Path Entropy(↓):  0.228772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the captain's paradise were in which genres
Start Entity:     The Captain's Paradise
Gold Answer:      [['Mystery']]
Predicted Ans:    Comedy
Predicted Path:   The Captain's Paradise --[directed_by]--> Anthony Kimmins --[(INV) directed_by]--> The Captain's Paradise --[has_genre]--> Comedy
Path (Raw):       The Captain's Paradise --[directed_by]--> Anthony Kimmins --[(INV) directed_by]--> The Captain's Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.049265
Path Entropy(↓):  0.192798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the before the rain director release
Start Entity:     Before the Rain
Gold Answer:      [['2001', '1959', '2007']]
Predicted Ans:    1959
Predicted Path:   Before the Rain --[directed_by]--> Milcho Manchevski --[(INV) directed_by]--> Shadows --[release_year]--> 1959
Path (Raw):       Before the Rain --[directed_by]--> Milcho Manchevski --[(INV) directed_by]--> Shadows --[release_year]--> 1959
Neg LogProb(↓):   0.680300
Path Entropy(↓):  1.314515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of under the skin is also the director of which movies
Start Entity:     Under the Skin
Gold Answer:      [['Sexy Beast', 'Birth']]
Predicted Ans:    Under the Skin
Predicted Path:   Under the Skin --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Under the Skin
Path (Raw):       Under the Skin --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Under the Skin --[No Operation]--> Under the Skin
Neg LogProb(↓):   0.166943
Path Entropy(↓):  0.532350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film cat's eye are written by who
Start Entity:     Cat's Eye
Gold Answer:      [['Michael Sucsy', 'Walter Hill', 'Michael Polish', 'James B. Harris', 'John Sayles', 'Matthew Bright', 'Kirk Jones', 'Katt Shea', 'Melissa Goddard', 'Andy Ruben', 'Woody Allen', 'Ken Friedman', 'Trevor White', 'Geoff LaTulippe', 'Lane Shadgett', 'Giuseppe Tornatore', 'Ivan Menchell', 'Clare Sera', 'Kevin Williamson', 'Don Roos', 'Oliver Stone', 'Maurice Renard', 'John Steakley', 'Yolande Turner', 'Vince Gilligan', 'Charlie Kaufman', 'Jim Thompson', 'Sofia Coppola', 'Jeffrey Eugenides', 'Paula Milne', 'Wesley Strick', 'Sergio Leone', 'Patricia Rozema', 'Eric Roth', 'John August', 'Ryan Rowe', 'Ed Solomon', 'David Cronenberg', 'James Ellroy', 'Curtis Hanson', 'Vicente Aranda', 'Billy Crystal', 'Joseph Wambaugh', 'Kelly Senecal', 'Eric Goodman', 'Tonino Guerra', 'Massimo De Rita', 'George Wing', 'Kiyoshi Kurosawa', 'Mark Polish', 'Chuck Barris', 'Stephen King', 'Tim Herlihy', 'Andy Cheng', 'Nick Hornby', 'Larry Cohen', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    Massimo De Rita
Predicted Path:   Cat's Eye --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Path (Raw):       Cat's Eye --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Neg LogProb(↓):   1.189454
Path Entropy(↓):  1.950016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of epidemic
Start Entity:     Epidemic
Gold Answer:      [['Nicole Kidman', 'Lauren Bacall', 'Charlotte Gainsbourg', 'Emily Watson', 'David Morse', 'Bill Pullman', 'Catherine Deneuve', 'Willem Dafoe', 'Alexander Skarsgård', 'Udo Kier', 'Barbara Sukowa', 'Björk', 'Maria Callas', 'Bryce Dallas Howard', 'Kirsten Dunst', 'Peter Stormare', 'Jamie Bell']]
Predicted Ans:    Maria Callas
Predicted Path:   Epidemic --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Path (Raw):       Epidemic --[written_by]--> Lars von Trier --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Neg LogProb(↓):   0.594514
Path Entropy(↓):  0.703536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in boy on a dolphin
Start Entity:     Boy on a Dolphin
Gold Answer:      [['English', 'Greek']]
Predicted Ans:    English
Predicted Path:   Boy on a Dolphin --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Boy on a Dolphin --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.835684
Path Entropy(↓):  2.774916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by guillaume canet in
Start Entity:     Guillaume Canet
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Guillaume Canet --[(INV) starred_actors]--> Farewell --[in_language]--> French
Path (Raw):       Guillaume Canet --[No Operation]--> Guillaume Canet --[(INV) starred_actors]--> Farewell --[in_language]--> French
Neg LogProb(↓):   0.603044
Path Entropy(↓):  0.736318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film victor victoria were in which genres
Start Entity:     Victor Victoria
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Path (Raw):       Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Neg LogProb(↓):   1.059976
Path Entropy(↓):  1.500304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of wish upon a star
Start Entity:     Wish Upon a Star
Gold Answer:      [['One for the Money', 'The Nut Job', 'Bride of Chucky', 'Love Comes Softly', 'The Trouble with the Truth', 'Knocked Up', 'The Ugly Truth', 'Prince Valiant', 'The Ringer', 'Hatchet III', 'Life as We Know It', "The Black Waters of Echo's Pond", 'The Big Wedding', 'Killers', 'Hatchet II']]
Predicted Ans:    Killers
Predicted Path:   Wish Upon a Star --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers
Path (Raw):       Wish Upon a Star --[starred_actors]--> Katherine Heigl --[No Operation]--> Katherine Heigl --[(INV) starred_actors]--> Killers
Neg LogProb(↓):   0.767587
Path Entropy(↓):  0.998446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in a woman's face
Start Entity:     A Woman's Face
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   A Woman's Face --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[has_genre]--> Drama
Path (Raw):       A Woman's Face --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[has_genre]--> Drama
Neg LogProb(↓):   1.799556
Path Entropy(↓):  2.729987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with kedma in
Start Entity:     Kedma
Gold Answer:      [['Spanish']]
Predicted Ans:    Amos Gitai
Predicted Path:   Kedma --[written_by]--> Amos Gitai --[(INV) written_by]--> Alila --[directed_by]--> Amos Gitai
Path (Raw):       Kedma --[written_by]--> Amos Gitai --[(INV) written_by]--> Alila --[directed_by]--> Amos Gitai
Neg LogProb(↓):   0.056157
Path Entropy(↓):  0.257467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the in darkness director
Start Entity:     In Darkness
Gold Answer:      [['Christopher Hampton', 'Robert Ardrey', 'Agnieszka Holland', 'Carol Doyle', 'Frances Hodgson Burnett', 'Henry James', 'Solomon Perel']]
Predicted Ans:    David F. Shamoon
Predicted Path:   In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[written_by]--> David F. Shamoon
Path (Raw):       In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[written_by]--> David F. Shamoon
Neg LogProb(↓):   0.461755
Path Entropy(↓):  0.978549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film kim
Start Entity:     Kim
Gold Answer:      [['Edmund Goulding', 'Edward Buzzell', 'John Huston', 'Richard Fleischer', 'Rouben Mamoulian', 'Martin Campbell', 'Anthony Page', 'Lewis Milestone', 'Henry Hathaway', 'Raoul Walsh', 'Jennifer Leitzes', 'Vincent Sherman', 'Frank Lloyd', 'Michael Curtiz', 'Henry King', 'Jacques Tourneur', 'Wim Wenders', 'Jack Cardiff', 'Daniel Haller', 'Joseph Losey', 'Dean Stockwell', 'Stuart Paton', 'William Keighley', 'Peter Godfrey', 'George Scribner', 'Alfred Hitchcock', 'Neil Young', 'Tony Richardson', 'Robert Florey', 'Edwin L. Marin', 'David Butler', 'Egidio Coccimiglio', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Kim --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Path (Raw):       Kim --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.142773
Path Entropy(↓):  0.607341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by mary, queen of scots writers
Start Entity:     Mary, Queen of Scots
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Mary, Queen of Scots --[written_by]--> John Hale --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Path (Raw):       Mary, Queen of Scots --[written_by]--> John Hale --[(INV) written_by]--> Anne of the Thousand Days --[has_genre]--> Drama
Neg LogProb(↓):   0.001472
Path Entropy(↓):  0.011071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of rango is also the director of which movies
Start Entity:     Rango
Gold Answer:      [['The Mexican', 'The Weather Man', 'The Ring', 'The Lone Ranger']]
Predicted Ans:    Rango
Predicted Path:   Rango --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango
Path (Raw):       Rango --[directed_by]--> Gore Verbinski --[(INV) directed_by]--> Rango --[No Operation]--> Rango
Neg LogProb(↓):   0.059497
Path Entropy(↓):  0.275277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films directed by dan gilroy fall under
Start Entity:     Dan Gilroy
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Dan Gilroy --[(INV) directed_by]--> Nightcrawler --[has_genre]--> Thriller
Path (Raw):       Dan Gilroy --[No Operation]--> Dan Gilroy --[(INV) directed_by]--> Nightcrawler --[has_genre]--> Thriller
Neg LogProb(↓):   0.102722
Path Entropy(↓):  0.319866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by flavio frederico
Start Entity:     Flavio Frederico
Gold Answer:      [['Daniel de Oliveira']]
Predicted Ans:    Daniel de Oliveira
Predicted Path:   Flavio Frederico --[(INV) written_by]--> Boca --[starred_actors]--> Daniel de Oliveira
Path (Raw):       Flavio Frederico --[No Operation]--> Flavio Frederico --[(INV) written_by]--> Boca --[starred_actors]--> Daniel de Oliveira
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of wild card
Start Entity:     Wild Card
Gold Answer:      [['Homefront', 'Man in the Chair', 'Gentlemen Broncos', 'War', 'Turn It Up', 'The Italian Job', 'The One', 'The Transporter', 'Lock, Stock and Two Smoking Barrels', 'Ceremony', 'The Expendables 3', 'Safe', 'Little Secrets', '13', 'Blitz', 'The Bank Job', 'The English Teacher', 'Crank', 'Transporter 2', 'Parker', 'Death Race', 'The Mechanic', 'The Expendables', 'London', 'Revolver', 'Chaos', 'The Expendables 2', 'Transporter 3', 'Sky High', 'Killer Elite', 'Ghosts of Mars']]
Predicted Ans:    The Transporter
Predicted Path:   Wild Card --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Path (Raw):       Wild Card --[starred_actors]--> Jason Statham --[No Operation]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Neg LogProb(↓):   0.867752
Path Entropy(↓):  1.567601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to safety last!
Start Entity:     Safety Last!
Gold Answer:      [['harold lloyd', 'silent']]
Predicted Ans:    harold lloyd
Predicted Path:   Safety Last! --[has_tags]--> harold lloyd --[(INV) has_tags]--> The Kid Brother --[has_tags]--> harold lloyd
Path (Raw):       Safety Last! --[has_tags]--> harold lloyd --[(INV) has_tags]--> The Kid Brother --[has_tags]--> harold lloyd
Neg LogProb(↓):   0.011309
Path Entropy(↓):  0.072885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the producers
Start Entity:     The Producers
Gold Answer:      [['Matthew Broderick', 'Nathan Lane', 'Will Ferrell', 'Uma Thurman']]
Predicted Ans:    Gene Wilder
Predicted Path:   The Producers --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Gene Wilder
Path (Raw):       The Producers --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> The Adventure of Sherlock Holmes' Smarter Brother --[starred_actors]--> Gene Wilder
Neg LogProb(↓):   0.157383
Path Entropy(↓):  0.551658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by ian mcculloch were written by who
Start Entity:     Ian McCulloch
Gold Answer:      [['Luigi Cozzi']]
Predicted Ans:    Luigi Cozzi
Predicted Path:   Ian McCulloch --[(INV) starred_actors]--> Contamination --[written_by]--> Luigi Cozzi
Path (Raw):       Ian McCulloch --[No Operation]--> Ian McCulloch --[(INV) starred_actors]--> Contamination --[written_by]--> Luigi Cozzi
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of red desert also directed which films
Start Entity:     Red Desert
Gold Answer:      [['The Passenger', 'Identification of a Woman', 'Story of a Love Affair', 'La Notte', "L'Avventura", 'Eros', 'Beyond the Clouds', "L'Eclisse", 'Zabriskie Point', 'Il Grido']]
Predicted Ans:    Beyond the Clouds
Predicted Path:   Red Desert --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds
Path (Raw):       Red Desert --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds --[No Operation]--> Beyond the Clouds
Neg LogProb(↓):   0.457915
Path Entropy(↓):  1.275571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is love me if you dare in
Start Entity:     Love Me If You Dare
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Love Me If You Dare --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Love Me If You Dare --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.908199
Path Entropy(↓):  3.055779
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of i love trouble also wrote which films
Start Entity:     I Love Trouble
Gold Answer:      [['Alfie', 'The Holiday', "Something's Gotta Give", 'The Fugitive', 'A Fever in the Blood', 'The Parent Trap', "Hangman's Knot", 'Maverick', "It's Complicated", 'U.S. Marshals']]
Predicted Ans:    It's Complicated
Predicted Path:   I Love Trouble --[written_by]--> Nancy Meyers --[(INV) written_by]--> It's Complicated
Path (Raw):       I Love Trouble --[written_by]--> Nancy Meyers --[(INV) written_by]--> It's Complicated --[No Operation]--> It's Complicated
Neg LogProb(↓):   0.525690
Path Entropy(↓):  0.948139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of bram stoker's dracula
Start Entity:     Bram Stoker's Dracula
Gold Answer:      [['Dakota Goyo', 'Max von Sydow', 'Gabrielle Union', 'Cameron Diaz', 'Clive Revill', 'Will Smith', 'Pamela Franklin', 'Hugh Jackman', 'Lily Tomlin', 'John Cusack', 'Charles Grodin', 'Karen Black', 'Riccardo Scamarcio', 'Nicole Grimaudo', 'Ennio Fantastichini', 'Alessandro Preziosi', 'Jane Seymour', 'Charlton Heston', 'Annabella Sciorra', 'Bela Lugosi', 'Roddy McDowall', 'Giancarlo Esposito', 'Luke Evans', 'Alice Eve', 'A.J. Buckley', 'Robert Burton', 'Christopher Plummer', 'Ned Beatty', 'Robin Williams', 'Christopher Lee', 'James Marsden', 'Teresa Wright', 'Brendan Gleeson', 'Gene Hackman', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Charles Gray', 'Leon Greene', 'Frank Langella', 'Dan Aykroyd', 'Boris Karloff', 'Gayle Hunnicutt', 'Charles Bronson', 'Randy Stuart', 'Grant Williams', 'Kevin Bacon', 'Darren McGavin', 'Dennis Weaver', 'Christopher Reeve', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Karen Black
Predicted Path:   Bram Stoker's Dracula --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[starred_actors]--> Karen Black
Path (Raw):       Bram Stoker's Dracula --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[starred_actors]--> Karen Black
Neg LogProb(↓):   0.875685
Path Entropy(↓):  1.029205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of bad luck love
Start Entity:     Bad Luck Love
Gold Answer:      [['Peter Franzén', 'Irina Björklund']]
Predicted Ans:    Peter Franzén
Predicted Path:   Bad Luck Love --[written_by]--> Olli Saarela --[(INV) written_by]--> Ambush --[starred_actors]--> Peter Franzén
Path (Raw):       Bad Luck Love --[written_by]--> Olli Saarela --[(INV) written_by]--> Ambush --[starred_actors]--> Peter Franzén
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by sheri moon zombie release
Start Entity:     Sheri Moon Zombie
Gold Answer:      [['2012', '2005']]
Predicted Ans:    2012
Predicted Path:   Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[release_year]--> 2012
Path (Raw):       Sheri Moon Zombie --[No Operation]--> Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[release_year]--> 2012
Neg LogProb(↓):   0.050077
Path Entropy(↓):  0.195097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with repo man fall under
Start Entity:     Repo Man
Gold Answer:      [['Western', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Repo Man --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[has_genre]--> Comedy
Path (Raw):       Repo Man --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.029863
Path Entropy(↓):  0.132846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of dirigible
Start Entity:     Dirigible
Gold Answer:      [['A Hole in the Head', 'State of the Union', 'Mr. Smith Goes to Washington', 'Lady for a Day', "You Can't Take It With You", 'Submarine', 'Arsenic and Old Lace', 'The Nazis Strike', 'Platinum Blonde', 'The Battle of China', 'It Happened One Night', 'Ladies of Leisure', 'Rain or Shine', "It's a Wonderful Life", 'Forbidden', 'The Battle of Russia', 'Meet John Doe', 'The Bitter Tea of General Yen', 'Lost Horizon', 'Pocketful of Miracles', 'Here Comes the Groom', 'Broadway Bill', 'The Miracle Woman', 'The Battle of Britain', 'The Strong Man', 'Mr. Deeds Goes to Town', 'War Comes to America', 'American Madness']]
Predicted Ans:    Lost Horizon
Predicted Path:   Dirigible --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon
Path (Raw):       Dirigible --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[No Operation]--> Lost Horizon
Neg LogProb(↓):   0.301633
Path Entropy(↓):  0.908898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is circumstance in
Start Entity:     Circumstance
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Circumstance --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Circumstance --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   2.422566
Path Entropy(↓):  4.134481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the long, long trailer director
Start Entity:     The Long, Long Trailer
Gold Answer:      [['William Humphrey', 'Robert Ardrey', 'Edward Chodorov', 'Gustave Flaubert', 'John Collier', 'Sally Benson', 'Irving Brecher', 'James Jones', 'Charles Schnee', 'George Bradshaw', 'Fred F. Finklehoffe', 'George Wells', 'Irwin Shaw', 'George Froeschel', 'Jan Lustig', 'William Gibson', 'Alan Jay Lerner', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Irving Stone', 'Thelma Strabel', 'Norman Corwin', 'Mark Toby', 'Colette', 'Robert Anderson', 'Claude Chabrol', 'Julius J. Epstein']]
Predicted Ans:    Alan Jay Lerner
Predicted Path:   The Long, Long Trailer --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> An American in Paris --[written_by]--> Alan Jay Lerner
Path (Raw):       The Long, Long Trailer --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> An American in Paris --[written_by]--> Alan Jay Lerner
Neg LogProb(↓):   0.387621
Path Entropy(↓):  1.183760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with forces of nature fall under
Start Entity:     Forces of Nature
Gold Answer:      [['Romance', 'Sport', 'Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Forces of Nature --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Path (Raw):       Forces of Nature --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.246297
Path Entropy(↓):  0.854930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of anatomy of hell
Start Entity:     Anatomy of Hell
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Anatomy of Hell --[starred_actors]--> Rocco Siffredi --[(INV) starred_actors]--> Romance
Path (Raw):       Anatomy of Hell --[starred_actors]--> Rocco Siffredi --[No Operation]--> Rocco Siffredi --[(INV) starred_actors]--> Romance
Neg LogProb(↓):   0.071797
Path Entropy(↓):  0.259174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in ride the high country
Start Entity:     Ride the High Country
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   Ride the High Country --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Ride the High Country --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.765565
Path Entropy(↓):  1.037263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did laurent heynemann direct
Start Entity:     Laurent Heynemann
Gold Answer:      [['The Old Lady Who Walked in the Sea']]
Predicted Ans:    The Old Lady Who Walked in the Sea
Predicted Path:   Laurent Heynemann --[(INV) directed_by]--> The Old Lady Who Walked in the Sea --[directed_by]--> Laurent Heynemann --[(INV) directed_by]--> The Old Lady Who Walked in the Sea
Path (Raw):       Laurent Heynemann --[(INV) directed_by]--> The Old Lady Who Walked in the Sea --[directed_by]--> Laurent Heynemann --[(INV) directed_by]--> The Old Lady Who Walked in the Sea
Neg LogProb(↓):   0.004344
Path Entropy(↓):  0.030420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of what have they done to your daughters?
Start Entity:     What Have They Done to Your Daughters?
Gold Answer:      [['Drama', 'Fantasy', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   What Have They Done to Your Daughters? --[directed_by]--> Massimo Dallamano --[(INV) directed_by]--> Dorian Gray --[has_genre]--> Drama
Path (Raw):       What Have They Done to Your Daughters? --[directed_by]--> Massimo Dallamano --[(INV) directed_by]--> Dorian Gray --[has_genre]--> Drama
Neg LogProb(↓):   0.086486
Path Entropy(↓):  0.307916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the last kiss
Start Entity:     The Last Kiss
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Last Kiss --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Last Kiss --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   4.506184
Path Entropy(↓):  5.891767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of hi, mom!
Start Entity:     Hi, Mom!
Gold Answer:      [['Armitage Trail', 'Theodore Dreiser', 'John Farris', 'Wilford Leach', 'David Mamet', 'Oliver Stone', 'Lawrence D. Cohen', 'Michael Cristofer', 'David Rabe', 'Daniel Lang', 'David Koepp', 'Alain Corneau', 'Edwin Torres', 'John Thomas', 'Graham Yost', 'James Ellroy', 'Paul Schrader', 'Eliot Ness', 'Jim Thomas', 'Louisa Rose', 'Stephen King', 'Jordan Crittenden', 'Brian De Palma', 'Tom Wolfe']]
Predicted Ans:    David Rabe
Predicted Path:   Hi, Mom! --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Path (Raw):       Hi, Mom! --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Neg LogProb(↓):   0.950365
Path Entropy(↓):  2.100555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by nell potts were directed by who
Start Entity:     Nell Potts
Gold Answer:      [['Paul Newman']]
Predicted Ans:    Paul Newman
Predicted Path:   Nell Potts --[(INV) starred_actors]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman
Path (Raw):       Nell Potts --[No Operation]--> Nell Potts --[(INV) starred_actors]--> The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie four lions
Start Entity:     Four Lions
Gold Answer:      [['Jesse Armstrong', 'Sam Bain']]
Predicted Ans:    Sam Bain
Predicted Path:   Four Lions --[written_by]--> Sam Bain --[(INV) written_by]--> Magicians --[written_by]--> Sam Bain
Path (Raw):       Four Lions --[written_by]--> Sam Bain --[(INV) written_by]--> Magicians --[written_by]--> Sam Bain
Neg LogProb(↓):   0.251286
Path Entropy(↓):  0.804379
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did john woo write the story for
Start Entity:     John Woo
Gold Answer:      [['Bullet in the Head', 'Hard Boiled', 'Last Hurrah for Chivalry', 'The Killer', 'A Better Tomorrow', 'Once a Thief', 'Red Cliff']]
Predicted Ans:    Once a Thief
Predicted Path:   John Woo --[(INV) written_by]--> The Killer --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief
Path (Raw):       John Woo --[(INV) written_by]--> The Killer --[written_by]--> John Woo --[(INV) written_by]--> Once a Thief
Neg LogProb(↓):   2.065510
Path Entropy(↓):  2.574244
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by pablo larrain release
Start Entity:     Pablo Larraín
Gold Answer:      [['2008', '2010']]
Predicted Ans:    2010
Predicted Path:   Pablo Larraín --[(INV) written_by]--> Post Mortem --[release_year]--> 2010
Path (Raw):       Pablo Larraín --[No Operation]--> Pablo Larraín --[(INV) written_by]--> Post Mortem --[release_year]--> 2010
Neg LogProb(↓):   0.044567
Path Entropy(↓):  0.179226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the brides of dracula director
Start Entity:     The Brides of Dracula
Gold Answer:      [['Dudley Moore', 'Jimmy Sangster', 'Richard Matheson', 'Peter Cook', 'Dennis Wheatley', 'Mary Shelley', 'Arthur Conan Doyle', 'Barré Lyndon', 'Terence Fisher', 'Stephen Sommers']]
Predicted Ans:    Arthur Conan Doyle
Predicted Path:   The Brides of Dracula --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles --[written_by]--> Arthur Conan Doyle
Path (Raw):       The Brides of Dracula --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles --[written_by]--> Arthur Conan Doyle
Neg LogProb(↓):   1.812265
Path Entropy(↓):  2.343086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film spiral
Start Entity:     Spiral
Gold Answer:      [['Joel David Moore', 'Jeremy Danial Boreing']]
Predicted Ans:    Jeremy Danial Boreing
Predicted Path:   Spiral --[written_by]--> Jeremy Danial Boreing --[(INV) written_by]--> Spiral --[written_by]--> Jeremy Danial Boreing
Path (Raw):       Spiral --[written_by]--> Jeremy Danial Boreing --[(INV) written_by]--> Spiral --[written_by]--> Jeremy Danial Boreing
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in faster
Start Entity:     Faster
Gold Answer:      [['English', 'Greek', 'Spanish']]
Predicted Ans:    Greek
Predicted Path:   Faster --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[in_language]--> Greek
Path (Raw):       Faster --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules --[in_language]--> Greek
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by claudio fragasso
Start Entity:     Claudio Fragasso
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Claudio Fragasso --[(INV) directed_by]--> Troll 2 --[has_genre]--> Horror
Path (Raw):       Claudio Fragasso --[No Operation]--> Claudio Fragasso --[(INV) directed_by]--> Troll 2 --[has_genre]--> Horror
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in target
Start Entity:     Target
Gold Answer:      [['Romance', 'Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Target --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Under Suspicion --[has_genre]--> Drama
Path (Raw):       Target --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Under Suspicion --[has_genre]--> Drama
Neg LogProb(↓):   0.921449
Path Entropy(↓):  1.676764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in company business
Start Entity:     Company Business
Gold Answer:      [['Mikhail Baryshnikov', 'Gene Hackman']]
Predicted Ans:    Gene Hackman
Predicted Path:   Company Business --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Chamber --[starred_actors]--> Gene Hackman
Path (Raw):       Company Business --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Chamber --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.011742
Path Entropy(↓):  0.078688
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in broken lance
Start Entity:     Broken Lance
Gold Answer:      [['Steve Martin', 'Delmer Daves', 'Myles Connolly', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'James Salter', 'Millard Kaufman', 'John Patrick', 'Sinclair Lewis', 'William Rose', 'Daniel Taradash', 'Donald Ogden Stewart', 'Samuel Fuller', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Borden Chase', 'Clara Beranger', 'Anita Loos', 'Ben Hecht', 'Michael Gottlieb', 'Robert Morley', 'Robert Alan Aurthur', 'John Lee Mahin', 'Helen Deutsch', 'Fritz Lang', 'John H. Secondari', 'Mark Rascovich', 'Howard Rodman', 'Richard Dougherty', 'Conrad Richter', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', 'Lawrence Roman', "Edwin O'Connor", 'Edward Rugoff', 'Nedrick Young', 'James Dearden', 'Ira Levin', 'Gerald Kersh', 'Kjell Sundvall', 'Abraham Polonsky', 'Kenneth Fearing', 'Max Catto', 'Samuel Shellabarger', 'Oakley Hall', 'Andrew L. Stone', 'Abby Mann', 'Joseph L. Mankiewicz', 'Stephen Gaghan', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'Francis Gwaltney', 'Michael Schroeder', 'Ernest Hemingway', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'David Greene', 'Russel Crouse', 'Barry Oringer', 'Don McGuire', 'Howard Breslin', 'Peter Viertel', 'William Marchant', 'Philip Barry', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Howard Emmett Rogers', 'Frank Wead', 'Charles Lederer', 'Eleazar Lipsky', 'William Gibson', 'Anna Seghers', 'Marcus Sanders', 'Eleanore Griffin', 'John Meehan', 'Dore Schary', 'Paul Zaloom', 'Sandow Birk', 'Leslie Bohem', 'Charlotte Armstrong', 'David Boehm', 'Frederick Hazlitt Brennan', 'Will Cook', 'Chandler Sprague', 'David Ayer', 'David Twohy', 'Garson Kanin', 'Ruth Gordon', 'Richard Price', 'Blake Edwards', 'Dennis Wheatley', 'Catherine Marshall', 'George Oppenheimer', 'Maurice Richlin', 'James Edward Grant', 'Harold Jacob Smith', 'Lewis E. Lawes', 'Jerome Lawrence', 'Noel Langley', 'Anthony Veiller', 'Dalton Trumbo', 'Hugo Butler', 'Kenneth Roberts', 'John Lee Hancock', 'Norman Krasna', 'Bartlett Cormack', 'Rosamond Marshall', 'James Poe', 'Frances Marion']]
Predicted Ans:    Howard Breslin
Predicted Path:   Broken Lance --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Path (Raw):       Broken Lance --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Neg LogProb(↓):   2.178424
Path Entropy(↓):  3.679296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed notorious
Start Entity:     Notorious
Gold Answer:      [['1954', '1944', '2008', '1959', '1993', '1936', '1935', '1979', '1941', '1998', '1963', '1939', '2009', '1951', '1953', '1947', '2014', '1932', '1956', '1931', '1943', '1976', '1948', '1972', '1942', '1940', '1938', '1955', '1934', '1964', '1949', '1966', '1950', '1960', '1929', '1925', '1927', '1945', '1969', '1928', '1958', '1930']]
Predicted Ans:    1945
Predicted Path:   Notorious --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[release_year]--> 1945
Path (Raw):       Notorious --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[release_year]--> 1945
Neg LogProb(↓):   2.357255
Path Entropy(↓):  3.184094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by julian fellowes
Start Entity:     Julian Fellowes
Gold Answer:      [['Nigel Balchin', 'Lucy M. Boston']]
Predicted Ans:    Julian Fellowes
Predicted Path:   Julian Fellowes --[(INV) directed_by]--> From Time to Time --[written_by]--> Julian Fellowes
Path (Raw):       Julian Fellowes --[No Operation]--> Julian Fellowes --[(INV) directed_by]--> From Time to Time --[written_by]--> Julian Fellowes
Neg LogProb(↓):   0.687400
Path Entropy(↓):  0.906150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter of snow falling on cedars also wrote which movies
Start Entity:     Snow Falling on Cedars
Gold Answer:      [['Shine']]
Predicted Ans:    Shine
Predicted Path:   Snow Falling on Cedars --[written_by]--> Scott Hicks --[(INV) written_by]--> Shine
Path (Raw):       Snow Falling on Cedars --[written_by]--> Scott Hicks --[(INV) written_by]--> Shine --[No Operation]--> Shine
Neg LogProb(↓):   0.002159
Path Entropy(↓):  0.016961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by griff furst
Start Entity:     Griff Furst
Gold Answer:      [['Jason Rogel']]
Predicted Ans:    Jason Rogel
Predicted Path:   Griff Furst --[(INV) directed_by]--> Swamp Shark --[starred_actors]--> Jason Rogel
Path (Raw):       Griff Furst --[No Operation]--> Griff Furst --[(INV) directed_by]--> Swamp Shark --[starred_actors]--> Jason Rogel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in blink
Start Entity:     Blink
Gold Answer:      [['Aidan Quinn', 'Madeleine Stowe']]
Predicted Ans:    Madeleine Stowe
Predicted Path:   Blink --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> Worth Winning --[starred_actors]--> Madeleine Stowe
Path (Raw):       Blink --[starred_actors]--> Madeleine Stowe --[(INV) starred_actors]--> Worth Winning --[starred_actors]--> Madeleine Stowe
Neg LogProb(↓):   0.616647
Path Entropy(↓):  1.410482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of 20, 000 years in sing sing
Start Entity:     20,000 Years in Sing Sing
Gold Answer:      [['Lewis E. Lawes']]
Predicted Ans:    Lewis E. Lawes
Predicted Path:   20,000 Years in Sing Sing --[written_by]--> Lewis E. Lawes --[(INV) written_by]--> Castle on the Hudson --[written_by]--> Lewis E. Lawes
Path (Raw):       20,000 Years in Sing Sing --[written_by]--> Lewis E. Lawes --[(INV) written_by]--> Castle on the Hudson --[written_by]--> Lewis E. Lawes
Neg LogProb(↓):   0.001941
Path Entropy(↓):  0.014609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the brasher doubloon
Start Entity:     The Brasher Doubloon
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   The Brasher Doubloon --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Path (Raw):       The Brasher Doubloon --[release_year]--> 1947 --[(INV) release_year]--> Gentleman's Agreement --[release_year]--> 1947
Neg LogProb(↓):   2.081173
Path Entropy(↓):  3.270286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the last days on mars actors
Start Entity:     The Last Days on Mars
Gold Answer:      [['French', 'Persian', 'German', 'Russian', 'Spanish']]
Predicted Ans:    Russian
Predicted Path:   The Last Days on Mars --[starred_actors]--> Liev Schreiber --[(INV) starred_actors]--> Salt --[in_language]--> Russian
Path (Raw):       The Last Days on Mars --[starred_actors]--> Liev Schreiber --[(INV) starred_actors]--> Salt --[in_language]--> Russian
Neg LogProb(↓):   0.000309
Path Entropy(↓):  0.002932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of francois sagat starred movies
Start Entity:     François Sagat
Gold Answer:      [['Christophe Honoré']]
Predicted Ans:    Christophe Honoré
Predicted Path:   François Sagat --[(INV) starred_actors]--> Man at Bath --[written_by]--> Christophe Honoré
Path (Raw):       François Sagat --[No Operation]--> François Sagat --[(INV) starred_actors]--> Man at Bath --[written_by]--> Christophe Honoré
Neg LogProb(↓):   0.069526
Path Entropy(↓):  0.246241
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by david schwimmer
Start Entity:     David Schwimmer
Gold Answer:      [['Robert Festinger', 'Andy Bellin', 'Hal Hartley']]
Predicted Ans:    Hal Hartley
Predicted Path:   David Schwimmer --[(INV) directed_by]--> Trust --[written_by]--> Hal Hartley
Path (Raw):       David Schwimmer --[No Operation]--> David Schwimmer --[(INV) directed_by]--> Trust --[written_by]--> Hal Hartley
Neg LogProb(↓):   0.066887
Path Entropy(↓):  0.267799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote smart people
Start Entity:     Smart People
Gold Answer:      [['2012']]
Predicted Ans:    2008
Predicted Path:   Smart People --[written_by]--> Mark Poirier --[(INV) written_by]--> Smart People --[release_year]--> 2008
Path (Raw):       Smart People --[written_by]--> Mark Poirier --[(INV) written_by]--> Smart People --[release_year]--> 2008
Neg LogProb(↓):   0.064864
Path Entropy(↓):  0.234617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film dogville was written by who
Start Entity:     Dogville
Gold Answer:      [['Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Dogville --[written_by]--> Lars von Trier --[(INV) written_by]--> Breaking the Waves --[written_by]--> Lars von Trier
Path (Raw):       Dogville --[written_by]--> Lars von Trier --[(INV) written_by]--> Breaking the Waves --[written_by]--> Lars von Trier
Neg LogProb(↓):   1.309957
Path Entropy(↓):  1.585984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of terraferma
Start Entity:     Terraferma
Gold Answer:      [['Emanuele Crialese']]
Predicted Ans:    Emanuele Crialese
Predicted Path:   Terraferma --[written_by]--> Emanuele Crialese --[(INV) written_by]--> Respiro --[directed_by]--> Emanuele Crialese
Path (Raw):       Terraferma --[written_by]--> Emanuele Crialese --[(INV) written_by]--> Respiro --[directed_by]--> Emanuele Crialese
Neg LogProb(↓):   0.005029
Path Entropy(↓):  0.036172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by face screenwriters
Start Entity:     Face
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Face --[written_by]--> Ronan Bennett --[(INV) written_by]--> Public Enemies --[has_genre]--> Drama
Path (Raw):       Face --[written_by]--> Ronan Bennett --[(INV) written_by]--> Public Enemies --[has_genre]--> Drama
Neg LogProb(↓):   0.007978
Path Entropy(↓):  0.046342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film some girl
Start Entity:     Some Girl
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Some Girl --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Some Girl --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.597462
Path Entropy(↓):  5.096552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the far horizons
Start Entity:     The Far Horizons
Gold Answer:      [['Barbara Hale', 'Donna Reed', 'Fred MacMurray', 'Charlton Heston']]
Predicted Ans:    Donna Reed
Predicted Path:   The Far Horizons --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> The Benny Goodman Story --[starred_actors]--> Donna Reed
Path (Raw):       The Far Horizons --[starred_actors]--> Donna Reed --[(INV) starred_actors]--> The Benny Goodman Story --[starred_actors]--> Donna Reed
Neg LogProb(↓):   0.340981
Path Entropy(↓):  0.729279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does richard rober act in
Start Entity:     Richard Rober
Gold Answer:      [['The Well']]
Predicted Ans:    The Well
Predicted Path:   Richard Rober --[(INV) starred_actors]--> The Well --[starred_actors]--> Richard Rober --[(INV) starred_actors]--> The Well
Path (Raw):       Richard Rober --[(INV) starred_actors]--> The Well --[starred_actors]--> Richard Rober --[(INV) starred_actors]--> The Well
Neg LogProb(↓):   0.001265
Path Entropy(↓):  0.010245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by miley cyrus
Start Entity:     Miley Cyrus
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Miley Cyrus --[(INV) starred_actors]--> The Last Song --[has_genre]--> Drama
Path (Raw):       Miley Cyrus --[No Operation]--> Miley Cyrus --[(INV) starred_actors]--> The Last Song --[has_genre]--> Drama
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by kevin hart were directed by who
Start Entity:     Kevin Hart
Gold Answer:      [['Jessy Terrero', 'Tim Story', 'Steve Pink', 'Jeremy Garelick', 'Etan Cohen']]
Predicted Ans:    Etan Cohen
Predicted Path:   Kevin Hart --[(INV) starred_actors]--> Get Hard --[directed_by]--> Etan Cohen
Path (Raw):       Kevin Hart --[No Operation]--> Kevin Hart --[(INV) starred_actors]--> Get Hard --[directed_by]--> Etan Cohen
Neg LogProb(↓):   0.003866
Path Entropy(↓):  0.027050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film white mischief was directed by who
Start Entity:     White Mischief
Gold Answer:      [['Michael Radford']]
Predicted Ans:    Michael Radford
Predicted Path:   White Mischief --[directed_by]--> Michael Radford --[(INV) directed_by]--> Dancing at the Blue Iguana --[directed_by]--> Michael Radford
Path (Raw):       White Mischief --[directed_by]--> Michael Radford --[(INV) directed_by]--> Dancing at the Blue Iguana --[directed_by]--> Michael Radford
Neg LogProb(↓):   0.465377
Path Entropy(↓):  0.761381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with equinox fall under
Start Entity:     Equinox
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Equinox --[starred_actors]--> Barbara Hewitt --[(INV) starred_actors]--> Equinox --[has_genre]--> Horror
Path (Raw):       Equinox --[starred_actors]--> Barbara Hewitt --[(INV) starred_actors]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   0.513483
Path Entropy(↓):  0.967788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of salsa
Start Entity:     Salsa
Gold Answer:      [['Guy Moshe', 'Boaz Davidson']]
Predicted Ans:    Boaz Davidson
Predicted Path:   Salsa --[written_by]--> Boaz Davidson --[(INV) written_by]--> Salsa --[directed_by]--> Boaz Davidson
Path (Raw):       Salsa --[written_by]--> Boaz Davidson --[(INV) written_by]--> Salsa --[directed_by]--> Boaz Davidson
Neg LogProb(↓):   0.017659
Path Entropy(↓):  0.089130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in keyhole
Start Entity:     Keyhole
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1974', '1984', '2009', '2004', '2014', '1990', '1989', '1996', '2011', '2013', '2000', '1960', '1991', '1987', '1986']]
Predicted Ans:    2009
Predicted Path:   Keyhole --[starred_actors]--> Isabella Rossellini --[(INV) starred_actors]--> My Dog Tulip --[release_year]--> 2009
Path (Raw):       Keyhole --[starred_actors]--> Isabella Rossellini --[(INV) starred_actors]--> My Dog Tulip --[release_year]--> 2009
Neg LogProb(↓):   1.180938
Path Entropy(↓):  2.316087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film dennis the menace were released in which years
Start Entity:     Dennis the Menace
Gold Answer:      [['1986', '1989', '1984']]
Predicted Ans:    1989
Predicted Path:   Dennis the Menace --[directed_by]--> Nick Castle --[(INV) directed_by]--> Tap --[release_year]--> 1989
Path (Raw):       Dennis the Menace --[directed_by]--> Nick Castle --[(INV) directed_by]--> Tap --[release_year]--> 1989
Neg LogProb(↓):   0.066098
Path Entropy(↓):  0.253723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the white sister were in which genres
Start Entity:     The White Sister
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Adventure', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The White Sister --[directed_by]--> Henry King --[(INV) directed_by]--> The Snows of Kilimanjaro --[has_genre]--> Drama
Path (Raw):       The White Sister --[directed_by]--> Henry King --[(INV) directed_by]--> The Snows of Kilimanjaro --[has_genre]--> Drama
Neg LogProb(↓):   0.630428
Path Entropy(↓):  1.184271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by lionel baier released
Start Entity:     Lionel Baier
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Lionel Baier --[(INV) written_by]--> Garçon stupide --[release_year]--> 2004
Path (Raw):       Lionel Baier --[No Operation]--> Lionel Baier --[(INV) written_by]--> Garçon stupide --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the lady with the dog
Start Entity:     The Lady with the Dog
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Lady with the Dog --[written_by]--> Anton Chekhov --[(INV) written_by]--> The Lady with the Dog --[has_genre]--> Drama
Path (Raw):       The Lady with the Dog --[written_by]--> Anton Chekhov --[(INV) written_by]--> The Lady with the Dog --[has_genre]--> Drama
Neg LogProb(↓):   0.025862
Path Entropy(↓):  0.129322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by robert paige
Start Entity:     Robert Paige
Gold Answer:      [['Western', 'Musical', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Robert Paige --[(INV) starred_actors]--> Blonde Ice --[has_genre]--> Crime
Path (Raw):       Robert Paige --[No Operation]--> Robert Paige --[(INV) starred_actors]--> Blonde Ice --[has_genre]--> Crime
Neg LogProb(↓):   0.049446
Path Entropy(↓):  0.193311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film rich, young and pretty were in which languages
Start Entity:     Rich, Young and Pretty
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Rich, Young and Pretty --[starred_actors]--> Danielle Darrieux --[(INV) starred_actors]--> Mayerling --[in_language]--> English
Path (Raw):       Rich, Young and Pretty --[starred_actors]--> Danielle Darrieux --[(INV) starred_actors]--> Mayerling --[in_language]--> English
Neg LogProb(↓):   0.655838
Path Entropy(↓):  0.696246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer andrew bovell
Start Entity:     Andrew Bovell
Gold Answer:      [['Geoffrey Rush', 'Barbara Hershey', 'Kerry Armstrong', 'Philip Seymour Hoffman', 'Anthony LaPaglia']]
Predicted Ans:    Philip Seymour Hoffman
Predicted Path:   Andrew Bovell --[(INV) written_by]--> A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman
Path (Raw):       Andrew Bovell --[No Operation]--> Andrew Bovell --[(INV) written_by]--> A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman
Neg LogProb(↓):   0.001820
Path Entropy(↓):  0.013293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by derek godfrey
Start Entity:     Derek Godfrey
Gold Answer:      [['Max Reinhardt', 'William Dieterle', 'Michael Hoffman', 'Peter Hall']]
Predicted Ans:    William Dieterle
Predicted Path:   Derek Godfrey --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       Derek Godfrey --[No Operation]--> Derek Godfrey --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.451145
Path Entropy(↓):  0.803272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in all the little animals also appears in which movies
Start Entity:     All the Little Animals
Gold Answer:      [['The New World', 'Batman Begins', 'Scandal', 'The Flowers of War', 'The Dark Knight', 'The Prestige', 'Swing Kids', 'Rob Roy', 'Nineteen Eighty-Four', 'American Psycho', 'The Fighter', 'Love and Death on Long Island', 'Hercules', 'King Ralph', 'The Skeleton Key', "Jayne Mansfield's Car", '44 Inch Chest', 'The Machinist', 'Shaft', 'Treasure Island', 'The Dark Knight Rises', 'Rescue Dawn', 'The Elephant Man', 'Metroland', 'Empire of the Sun', 'Mio in the Land of Faraway', 'Miranda', 'Owning Mahowny', 'From the Hip', 'Night Crossing', 'The Day of the Doctor', "Heaven's Gate", 'Laurel Canyon', 'Snowpiercer', '10 Rillington Place', 'Terminator Salvation', 'Harsh Times', 'Equilibrium', 'The Lord of the Rings', 'The Osterman Weekend', 'Newsies', 'Watership Down', 'Wild Bill', 'Brighton Rock', 'Tinker Tailor Soldier Spy', 'Partners', 'The Gruffalo', 'The Oxford Murders', 'The Naked Civil Servant', 'Reign of Fire', 'An Englishman in New York', 'American Hustle']]
Predicted Ans:    Hercules
Predicted Path:   All the Little Animals --[starred_actors]--> John Hurt --[(INV) starred_actors]--> Hercules
Path (Raw):       All the Little Animals --[starred_actors]--> John Hurt --[No Operation]--> John Hurt --[(INV) starred_actors]--> Hercules
Neg LogProb(↓):   0.997974
Path Entropy(↓):  1.875613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the best and the brightest
Start Entity:     The Best and the Brightest
Gold Answer:      [['Josh Shelov']]
Predicted Ans:    Josh Shelov
Predicted Path:   The Best and the Brightest --[directed_by]--> Josh Shelov --[(INV) directed_by]--> The Best and the Brightest --[directed_by]--> Josh Shelov
Path (Raw):       The Best and the Brightest --[directed_by]--> Josh Shelov --[(INV) directed_by]--> The Best and the Brightest --[directed_by]--> Josh Shelov
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is blue steel
Start Entity:     Blue Steel
Gold Answer:      [['Action']]
Predicted Ans:    Western
Predicted Path:   Blue Steel --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Blue Steel --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.008911
Path Entropy(↓):  2.650636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of victory
Start Entity:     Victory
Gold Answer:      [['Ruocheng Ying', 'Eli Wallach', 'Patricia Arquette', 'Trevor Howard', 'Arnold Schwarzenegger', 'James Mason', 'Ralph Richardson', 'Alexandre Landry', 'Bob Hoskins', 'Wendy Hiller', 'Robert Morley', "Peter O'Toole", 'Joan Chen', 'John Lone']]
Predicted Ans:    James Mason
Predicted Path:   Victory --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim --[starred_actors]--> James Mason
Path (Raw):       Victory --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim --[starred_actors]--> James Mason
Neg LogProb(↓):   0.587150
Path Entropy(↓):  0.750781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by stephen carpenter
Start Entity:     Stephen Carpenter
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Stephen Carpenter --[(INV) written_by]--> The Man --[has_genre]--> Comedy
Path (Raw):       Stephen Carpenter --[No Operation]--> Stephen Carpenter --[(INV) written_by]--> The Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.529728
Path Entropy(↓):  0.702382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with stop! or my mom will shoot in
Start Entity:     Stop! Or My Mom Will Shoot
Gold Answer:      [['Burmese', 'English', 'French', 'Hindi']]
Predicted Ans:    Burmese
Predicted Path:   Stop! Or My Mom Will Shoot --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[in_language]--> Burmese
Path (Raw):       Stop! Or My Mom Will Shoot --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo --[in_language]--> Burmese
Neg LogProb(↓):   0.188629
Path Entropy(↓):  0.622859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie san antonio
Start Entity:     San Antonio
Gold Answer:      [['1960', '1940', '1947', '1945', '1956']]
Predicted Ans:    1945
Predicted Path:   San Antonio --[written_by]--> Alan Le May --[(INV) written_by]--> Along Came Jones --[release_year]--> 1945
Path (Raw):       San Antonio --[written_by]--> Alan Le May --[(INV) written_by]--> Along Came Jones --[release_year]--> 1945
Neg LogProb(↓):   0.813140
Path Entropy(↓):  1.256417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by edward knoblock fall under
Start Entity:     Edward Knoblock
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Edward Knoblock --[(INV) written_by]--> The Sin of Madelon Claudet --[has_genre]--> Drama
Path (Raw):       Edward Knoblock --[No Operation]--> Edward Knoblock --[(INV) written_by]--> The Sin of Madelon Claudet --[has_genre]--> Drama
Neg LogProb(↓):   0.000141
Path Entropy(↓):  0.001395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of stephen eric mcintyre acted films
Start Entity:     Stephen Eric McIntyre
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Stephen Eric McIntyre --[(INV) starred_actors]--> High Life --[release_year]--> 2009
Path (Raw):       Stephen Eric McIntyre --[No Operation]--> Stephen Eric McIntyre --[(INV) starred_actors]--> High Life --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of yours, mine and ours
Start Entity:     Yours, Mine and Ours
Gold Answer:      [['Houseboat', 'The Five Pennies', 'On the Double', 'A New Kind of Love', 'Cast a Giant Shadow', 'It Started in Naples']]
Predicted Ans:    It Started in Naples
Predicted Path:   Yours, Mine and Ours --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> It Started in Naples
Path (Raw):       Yours, Mine and Ours --[No Operation]--> Yours, Mine and Ours --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> It Started in Naples
Neg LogProb(↓):   0.002416
Path Entropy(↓):  0.019640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by oprah winfrey
Start Entity:     Oprah Winfrey
Gold Answer:      [['Toni Morrison', 'Alice Walker']]
Predicted Ans:    Alice Walker
Predicted Path:   Oprah Winfrey --[(INV) starred_actors]--> The Color Purple --[written_by]--> Alice Walker
Path (Raw):       Oprah Winfrey --[No Operation]--> Oprah Winfrey --[(INV) starred_actors]--> The Color Purple --[written_by]--> Alice Walker
Neg LogProb(↓):   0.022123
Path Entropy(↓):  0.107674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by georges darien starred which actors
Start Entity:     Georges Darien
Gold Answer:      [['Geneviève Bujold', 'Marie Dubois']]
Predicted Ans:    Geneviève Bujold
Predicted Path:   Georges Darien --[(INV) written_by]--> The Thief of Paris --[starred_actors]--> Geneviève Bujold
Path (Raw):       Georges Darien --[No Operation]--> Georges Darien --[(INV) written_by]--> The Thief of Paris --[starred_actors]--> Geneviève Bujold
Neg LogProb(↓):   0.003765
Path Entropy(↓):  0.024737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of watership down
Start Entity:     Watership Down
Gold Answer:      [['The Plague Dogs', 'The Girl in a Swing']]
Predicted Ans:    Watership Down
Predicted Path:   Watership Down --[written_by]--> Richard Adams --[(INV) written_by]--> Watership Down
Path (Raw):       Watership Down --[No Operation]--> Watership Down --[written_by]--> Richard Adams --[(INV) written_by]--> Watership Down
Neg LogProb(↓):   0.086518
Path Entropy(↓):  0.319737
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - starred with adelaide clemens
Start Entity:     Adelaide Clemens
Gold Answer:      [['Keanu Reeves', 'Bojana Novakovic', 'Luke Evans']]
Predicted Ans:    Luke Evans
Predicted Path:   Adelaide Clemens --[(INV) starred_actors]--> No One Lives --[starred_actors]--> Luke Evans
Path (Raw):       Adelaide Clemens --[No Operation]--> Adelaide Clemens --[(INV) starred_actors]--> No One Lives --[starred_actors]--> Luke Evans
Neg LogProb(↓):   0.138338
Path Entropy(↓):  0.392992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film ball of fire
Start Entity:     Ball of Fire
Gold Answer:      [['Armitage Trail', 'Abem Finkel', 'Harry Chandlee', 'Martin Flavin', 'Jane Murfin', 'Dudley Nichols', 'John Huston', 'Ernest Hemingway', 'Hagar Wilde', 'Charles Schnee', 'John Monk Saunders', 'Billy Wilder', 'Harry Brown', 'Oliver Stone', 'Charles Lederer', 'Will B. Johnstone', 'Tom Skeyhill', 'Howard Hawks', 'Charles Bruce Millholland', 'Edna Ferber', 'Michael Winner', 'Edgecumb Pinchon', 'O.B. Stade', 'Borden Chase', 'Anita Loos', 'Howard Koch', 'Leigh Brackett', 'Ben Hecht', 'Raymond Chandler', 'William Faulkner', 'Jules Furthman', 'Charles MacArthur', 'Henri Rochard']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Ball of Fire --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Path (Raw):       Ball of Fire --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   0.927555
Path Entropy(↓):  1.899855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in uranus
Start Entity:     Uranus
Gold Answer:      [['1980', '2003', '1916', '1985', '1974', '2010', '2004', '1994', '1983', '1976', '2001', '1990', '1989', '1996', '2002', '2012', '1988', '1978', '2000', '1975', '1950', '1986', '1928']]
Predicted Ans:    1994
Predicted Path:   Uranus --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> A Pure Formality --[release_year]--> 1994
Path (Raw):       Uranus --[starred_actors]--> Gérard Depardieu --[(INV) starred_actors]--> A Pure Formality --[release_year]--> 1994
Neg LogProb(↓):   1.034985
Path Entropy(↓):  2.181071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the dark knight rises
Start Entity:     The Dark Knight Rises
Gold Answer:      [['Tom Hardy', 'Christian Bale', 'Gary Oldman']]
Predicted Ans:    Gary Oldman
Predicted Path:   The Dark Knight Rises --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Unborn --[starred_actors]--> Gary Oldman
Path (Raw):       The Dark Knight Rises --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Unborn --[starred_actors]--> Gary Oldman
Neg LogProb(↓):   0.303853
Path Entropy(↓):  0.602941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was deterrence directed by
Start Entity:     Deterrence
Gold Answer:      [['Rod Lurie']]
Predicted Ans:    Rod Lurie
Predicted Path:   Deterrence --[directed_by]--> Rod Lurie --[(INV) directed_by]--> Resurrecting the Champ --[directed_by]--> Rod Lurie
Path (Raw):       Deterrence --[directed_by]--> Rod Lurie --[(INV) directed_by]--> Resurrecting the Champ --[directed_by]--> Rod Lurie
Neg LogProb(↓):   0.013425
Path Entropy(↓):  0.074938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed son of the pink panther
Start Entity:     Son of the Pink Panther
Gold Answer:      [['Rod Amateau', 'Blake Edwards', 'Steve Martin', 'Nico Mastorakis', 'Maurice Richlin', 'Joseph Stone', 'Stanley Shapiro', 'Gordon Gordon', 'Harry Kurnitz', 'Paul King', 'William Peter Blatty', 'François Truffaut', 'Arthur A. Ross', 'Michael Crichton', 'Marcel Achard', 'Truman Capote', 'Mildred Gordon']]
Predicted Ans:    Blake Edwards
Predicted Path:   Son of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Son of the Pink Panther --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.393603
Path Entropy(↓):  3.077934
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by amin matalqa
Start Entity:     Amin Matalqa
Gold Answer:      [['Arabic']]
Predicted Ans:    Arabic
Predicted Path:   Amin Matalqa --[(INV) written_by]--> Captain Abu Raed --[in_language]--> Arabic
Path (Raw):       Amin Matalqa --[No Operation]--> Amin Matalqa --[(INV) written_by]--> Captain Abu Raed --[in_language]--> Arabic
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by hugh walpole starred who
Start Entity:     Hugh Walpole
Gold Answer:      [['Michael Richards', 'Maurice Evans', 'Ethel Barrymore', 'Angela Lansbury', 'Aline MacMahon', 'Basil Rathbone', 'Keenan Wynn']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Hugh Walpole --[(INV) written_by]--> Kind Lady --[starred_actors]--> Basil Rathbone
Path (Raw):       Hugh Walpole --[No Operation]--> Hugh Walpole --[(INV) written_by]--> Kind Lady --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.939064
Path Entropy(↓):  1.151447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the badge
Start Entity:     The Badge
Gold Answer:      [['Robby Henson']]
Predicted Ans:    Robby Henson
Predicted Path:   The Badge --[written_by]--> Robby Henson --[(INV) written_by]--> The Badge --[written_by]--> Robby Henson
Path (Raw):       The Badge --[written_by]--> Robby Henson --[(INV) written_by]--> The Badge --[written_by]--> Robby Henson
Neg LogProb(↓):   0.026628
Path Entropy(↓):  0.121550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by goran marjanovic
Start Entity:     Goran Marjanovic
Gold Answer:      [['Lukas Moodysson']]
Predicted Ans:    Lukas Moodysson
Predicted Path:   Goran Marjanovic --[(INV) starred_actors]--> A Hole in My Heart --[written_by]--> Lukas Moodysson
Path (Raw):       Goran Marjanovic --[No Operation]--> Goran Marjanovic --[(INV) starred_actors]--> A Hole in My Heart --[written_by]--> Lukas Moodysson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of blue velvet
Start Entity:     Blue Velvet
Gold Answer:      [['David Lynch', 'Jack Hofsiss']]
Predicted Ans:    David Lynch
Predicted Path:   Blue Velvet --[written_by]--> David Lynch --[(INV) written_by]--> Mulholland Drive --[directed_by]--> David Lynch
Path (Raw):       Blue Velvet --[written_by]--> David Lynch --[(INV) written_by]--> Mulholland Drive --[directed_by]--> David Lynch
Neg LogProb(↓):   0.664367
Path Entropy(↓):  1.418107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor stephen dillane co - starred with who
Start Entity:     Stephen Dillane
Gold Answer:      [['John Malkovich', 'Nigel Terry', 'Jaclyn Smith', 'Victoria Foyt', 'Vanessa Redgrave', 'Julianne Moore', 'Claire Bloom', 'Shelley Winters', 'Sophie Marceau']]
Predicted Ans:    John Malkovich
Predicted Path:   Stephen Dillane --[(INV) starred_actors]--> Klimt --[starred_actors]--> John Malkovich
Path (Raw):       Stephen Dillane --[No Operation]--> Stephen Dillane --[(INV) starred_actors]--> Klimt --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.003181
Path Entropy(↓):  0.022060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote taps
Start Entity:     Taps
Gold Answer:      [['1995', '2008', '1989', '2010', '1973', '1953', '2014', '1987', '1984']]
Predicted Ans:    2014
Predicted Path:   Taps --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> Taken 3 --[release_year]--> 2014
Path (Raw):       Taps --[written_by]--> Robert Mark Kamen --[(INV) written_by]--> Taken 3 --[release_year]--> 2014
Neg LogProb(↓):   0.540810
Path Entropy(↓):  1.272275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of puncture
Start Entity:     Puncture
Gold Answer:      [['Paul Danziger']]
Predicted Ans:    Paul Danziger
Predicted Path:   Puncture --[written_by]--> Paul Danziger --[(INV) written_by]--> Puncture --[written_by]--> Paul Danziger
Path (Raw):       Puncture --[written_by]--> Paul Danziger --[(INV) written_by]--> Puncture --[written_by]--> Paul Danziger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed smilin'through
Start Entity:     Smilin' Through
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Smilin' Through --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> The Good Earth --[has_genre]--> Drama
Path (Raw):       Smilin' Through --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> The Good Earth --[has_genre]--> Drama
Neg LogProb(↓):   0.691306
Path Entropy(↓):  0.895396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of hatchet ii also directed which films
Start Entity:     Hatchet II
Gold Answer:      [['Frozen', 'Hatchet', 'Spiral', 'Chillerama']]
Predicted Ans:    Frozen
Predicted Path:   Hatchet II --[directed_by]--> Adam Green --[(INV) directed_by]--> Frozen
Path (Raw):       Hatchet II --[directed_by]--> Adam Green --[(INV) directed_by]--> Frozen --[No Operation]--> Frozen
Neg LogProb(↓):   0.195996
Path Entropy(↓):  0.692888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie last vegas
Start Entity:     Last Vegas
Gold Answer:      [['1995', '1992', '1993', '2004', '1996', '2010']]
Predicted Ans:    1996
Predicted Path:   Last Vegas --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> Phenomenon --[release_year]--> 1996
Path (Raw):       Last Vegas --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> Phenomenon --[release_year]--> 1996
Neg LogProb(↓):   0.502565
Path Entropy(↓):  1.218296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the shrimp on the barbie
Start Entity:     The Shrimp on the Barbie
Gold Answer:      [['Paulie', 'Up in Smoke', 'Born in East L.A.', 'Nice Dreams', 'Tin Cup']]
Predicted Ans:    Tin Cup
Predicted Path:   The Shrimp on the Barbie --[starred_actors]--> Cheech Marin --[(INV) starred_actors]--> Tin Cup
Path (Raw):       The Shrimp on the Barbie --[starred_actors]--> Cheech Marin --[No Operation]--> Cheech Marin --[(INV) starred_actors]--> Tin Cup
Neg LogProb(↓):   0.217942
Path Entropy(↓):  0.543611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the at war with the army director
Start Entity:     At War with the Army
Gold Answer:      [['Melvin Frank', 'Norman Panama']]
Predicted Ans:    Hal Walker
Predicted Path:   At War with the Army --[directed_by]--> Hal Walker --[(INV) directed_by]--> Road to Bali --[directed_by]--> Hal Walker
Path (Raw):       At War with the Army --[directed_by]--> Hal Walker --[(INV) directed_by]--> Road to Bali --[directed_by]--> Hal Walker
Neg LogProb(↓):   0.304569
Path Entropy(↓):  0.739943
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer bill lancaster
Start Entity:     Bill Lancaster
Gold Answer:      [["Tatum O'Neal", 'Ulrich Thomsen', 'Kurt Russell', 'Joel Edgerton', 'Mary Elizabeth Winstead', 'Eric Christian Olsen', 'Walter Matthau']]
Predicted Ans:    Kurt Russell
Predicted Path:   Bill Lancaster --[(INV) written_by]--> The Thing --[starred_actors]--> Kurt Russell
Path (Raw):       Bill Lancaster --[No Operation]--> Bill Lancaster --[(INV) written_by]--> The Thing --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.402071
Path Entropy(↓):  0.752592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of raggedy man
Start Entity:     Raggedy Man
Gold Answer:      [['Country', 'The Black Stallion']]
Predicted Ans:    The Black Stallion
Predicted Path:   Raggedy Man --[written_by]--> William D. Wittliff --[(INV) written_by]--> The Black Stallion
Path (Raw):       Raggedy Man --[No Operation]--> Raggedy Man --[written_by]--> William D. Wittliff --[(INV) written_by]--> The Black Stallion
Neg LogProb(↓):   0.037880
Path Entropy(↓):  0.179511
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the secret garden
Start Entity:     The Secret Garden
Gold Answer:      [['Vincente Minnelli', 'Roy Rowland']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   The Secret Garden --[starred_actors]--> Margaret O'Brien --[(INV) starred_actors]--> Meet Me in St. Louis --[directed_by]--> Vincente Minnelli
Path (Raw):       The Secret Garden --[starred_actors]--> Margaret O'Brien --[(INV) starred_actors]--> Meet Me in St. Louis --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.073926
Path Entropy(↓):  0.296117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film irene in time were released in which years
Start Entity:     Irene in Time
Gold Answer:      [['1995', '1997', '1971', '2001', '1985']]
Predicted Ans:    1971
Predicted Path:   Irene in Time --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> A Safe Place --[release_year]--> 1971
Path (Raw):       Irene in Time --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> A Safe Place --[release_year]--> 1971
Neg LogProb(↓):   0.971847
Path Entropy(↓):  0.933952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for intimate lighting
Start Entity:     Intimate Lighting
Gold Answer:      [['Ivan Passer']]
Predicted Ans:    Ivan Passer
Predicted Path:   Intimate Lighting --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Born to Win --[directed_by]--> Ivan Passer
Path (Raw):       Intimate Lighting --[directed_by]--> Ivan Passer --[(INV) directed_by]--> Born to Win --[directed_by]--> Ivan Passer
Neg LogProb(↓):   0.211540
Path Entropy(↓):  0.706617
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the year my voice broke starred which actors
Start Entity:     The Year My Voice Broke
Gold Answer:      [['Noah Taylor', 'Ben Mendelsohn', 'Loene Carmen']]
Predicted Ans:    Nicole Kidman
Predicted Path:   The Year My Voice Broke --[starred_actors]--> Noah Taylor --[(INV) starred_actors]--> Flirting --[starred_actors]--> Nicole Kidman
Path (Raw):       The Year My Voice Broke --[starred_actors]--> Noah Taylor --[(INV) starred_actors]--> Flirting --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   0.341377
Path Entropy(↓):  0.992768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter agatha dominik co - wrote movies with who
Start Entity:     Agatha Dominik
Gold Answer:      [['John Cox']]
Predicted Ans:    Agatha Dominik
Predicted Path:   Agatha Dominik --[(INV) written_by]--> Boot Camp --[written_by]--> Agatha Dominik
Path (Raw):       Agatha Dominik --[No Operation]--> Agatha Dominik --[(INV) written_by]--> Boot Camp --[written_by]--> Agatha Dominik
Neg LogProb(↓):   0.000096
Path Entropy(↓):  0.000987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by gianfranco parolini were in which genres
Start Entity:     Gianfranco Parolini
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Gianfranco Parolini --[(INV) directed_by]--> Sabata --[has_genre]--> Western
Path (Raw):       Gianfranco Parolini --[No Operation]--> Gianfranco Parolini --[(INV) directed_by]--> Sabata --[has_genre]--> Western
Neg LogProb(↓):   0.019226
Path Entropy(↓):  0.094347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the rack
Start Entity:     The Rack
Gold Answer:      [['Franklin J. Schaffner', 'Fielder Cook', 'Les Mayfield', 'Tim Burton', 'Jack Donohue', 'John Frankenheimer', 'Ralph Nelson', 'Joseph Sargent', 'Joseph L. Mankiewicz']]
Predicted Ans:    Ralph Nelson
Predicted Path:   The Rack --[written_by]--> Rod Serling --[(INV) written_by]--> Requiem for a Heavyweight --[directed_by]--> Ralph Nelson
Path (Raw):       The Rack --[written_by]--> Rod Serling --[(INV) written_by]--> Requiem for a Heavyweight --[directed_by]--> Ralph Nelson
Neg LogProb(↓):   0.184408
Path Entropy(↓):  0.570799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by josh friedman were directed by who
Start Entity:     Josh Friedman
Gold Answer:      [['Steven Spielberg']]
Predicted Ans:    Steven Spielberg
Predicted Path:   Josh Friedman --[(INV) written_by]--> War of the Worlds --[directed_by]--> Steven Spielberg
Path (Raw):       Josh Friedman --[No Operation]--> Josh Friedman --[(INV) written_by]--> War of the Worlds --[directed_by]--> Steven Spielberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of parade
Start Entity:     Parade
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Parade --[written_by]--> Jacques Tati --[(INV) written_by]--> The Illusionist --[in_language]--> French
Path (Raw):       Parade --[written_by]--> Jacques Tati --[(INV) written_by]--> The Illusionist --[in_language]--> French
Neg LogProb(↓):   0.000897
Path Entropy(↓):  0.007464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor tupac shakur acted together with who
Start Entity:     Tupac Shakur
Gold Answer:      [['James Belushi', 'Leon', 'Tim Roth', 'Omar Epps', 'Thandie Newton', 'Janet Jackson', 'Dennis Quaid', 'Khalil Kain', 'Duane Martin']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Tupac Shakur --[(INV) starred_actors]--> Gang Related --[starred_actors]--> Dennis Quaid
Path (Raw):       Tupac Shakur --[No Operation]--> Tupac Shakur --[(INV) starred_actors]--> Gang Related --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.540319
Path Entropy(↓):  0.984780
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor boman irani co - starred with who
Start Entity:     Boman Irani
Gold Answer:      [['Anushka Sharma', 'Aamir Khan', 'Sanjay Dutt']]
Predicted Ans:    Aamir Khan
Predicted Path:   Boman Irani --[(INV) starred_actors]--> PK --[starred_actors]--> Aamir Khan
Path (Raw):       Boman Irani --[No Operation]--> Boman Irani --[(INV) starred_actors]--> PK --[starred_actors]--> Aamir Khan
Neg LogProb(↓):   0.002563
Path Entropy(↓):  0.019426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in zambezia
Start Entity:     Zambezia
Gold Answer:      [['Jodi Picoult', 'Wendy Orr', 'Rhett Reese', 'Paul Wernick', 'Michael Arndt', 'Carol Fuchs', 'Rudy De Luca', 'Roberto Orci', 'Alex Kurtzman', 'Brian King', 'Roland Emmerich', 'Gore Verbinski', 'Allan Loeb', 'Gene Roddenberry', 'Mark Levin', 'Orson Scott Card', 'Jennifer Flackett', 'David M. Rosenthal', 'Ray Bradbury', 'Lawrence Kasdan', 'Eric Wareheim', 'Tim Heidecker', 'Victor Salva', 'Jeffrey Eugenides', "Richard D'Ovidio", 'Aldous Huxley', 'Gavin Hood', 'David Cronenberg', 'Yoram Kaniuk', 'Richard Curtis', 'Sandra Nettelbeck', "Louis L'Amour", 'James Clavell', 'George Langelaan', 'Burr Steers', 'Dean Devlin', 'Julie Brown', 'M. Night Shyamalan', 'Nick Cassavetes']]
Predicted Ans:    Gore Verbinski
Predicted Path:   Zambezia --[starred_actors]--> Abigail Breslin --[(INV) starred_actors]--> Rango --[written_by]--> Gore Verbinski
Path (Raw):       Zambezia --[starred_actors]--> Abigail Breslin --[(INV) starred_actors]--> Rango --[written_by]--> Gore Verbinski
Neg LogProb(↓):   0.091391
Path Entropy(↓):  0.406361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jean epstein co - wrote films with who
Start Entity:     Jean Epstein
Gold Answer:      [['Luis Buñuel', 'Edgar Allan Poe']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Jean Epstein --[(INV) written_by]--> The Fall of the House of Usher --[written_by]--> Edgar Allan Poe
Path (Raw):       Jean Epstein --[No Operation]--> Jean Epstein --[(INV) written_by]--> The Fall of the House of Usher --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.677020
Path Entropy(↓):  0.693158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by pamela gray were directed by who
Start Entity:     Pamela Gray
Gold Answer:      [['Tony Goldwyn']]
Predicted Ans:    Tony Goldwyn
Predicted Path:   Pamela Gray --[(INV) written_by]--> Conviction --[directed_by]--> Tony Goldwyn
Path (Raw):       Pamela Gray --[No Operation]--> Pamela Gray --[(INV) written_by]--> Conviction --[directed_by]--> Tony Goldwyn
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by carrie snodgress fall under
Start Entity:     Carrie Snodgress
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Carrie Snodgress --[(INV) starred_actors]--> Blue Sky --[has_genre]--> Drama
Path (Raw):       Carrie Snodgress --[No Operation]--> Carrie Snodgress --[(INV) starred_actors]--> Blue Sky --[has_genre]--> Drama
Neg LogProb(↓):   0.063080
Path Entropy(↓):  0.235244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the best exotic marigold hotel director
Start Entity:     The Best Exotic Marigold Hotel
Gold Answer:      [['English', 'Polish']]
Predicted Ans:    English
Predicted Path:   The Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt --[in_language]--> English
Path (Raw):       The Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> The Debt --[in_language]--> English
Neg LogProb(↓):   0.022438
Path Entropy(↓):  0.121280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by david odell
Start Entity:     David Odell
Gold Answer:      [['Jim Henson', 'Frank Oz']]
Predicted Ans:    Frank Oz
Predicted Path:   David Odell --[(INV) written_by]--> The Dark Crystal --[starred_actors]--> Frank Oz
Path (Raw):       David Odell --[No Operation]--> David Odell --[(INV) written_by]--> The Dark Crystal --[starred_actors]--> Frank Oz
Neg LogProb(↓):   0.035004
Path Entropy(↓):  0.149714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with caprice fall under
Start Entity:     Caprice
Gold Answer:      [['Western', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Caprice --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It --[has_genre]--> Comedy
Path (Raw):       Caprice --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It --[has_genre]--> Comedy
Neg LogProb(↓):   0.296958
Path Entropy(↓):  0.765603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was jingle all the way released
Start Entity:     Jingle All the Way
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Jingle All the Way --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Jingle All the Way --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.930959
Path Entropy(↓):  4.522061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with michael hoffman
Start Entity:     Michael Hoffman
Gold Answer:      [['Charles Kenyon', 'Mary C. McCall Jr.', 'Dave Eggers', 'Matt Damon', 'Jay Parini', 'John Krasinski', 'William Shakespeare']]
Predicted Ans:    William Shakespeare
Predicted Path:   Michael Hoffman --[(INV) written_by]--> A Midsummer Night's Dream --[written_by]--> William Shakespeare
Path (Raw):       Michael Hoffman --[No Operation]--> Michael Hoffman --[(INV) written_by]--> A Midsummer Night's Dream --[written_by]--> William Shakespeare
Neg LogProb(↓):   1.148153
Path Entropy(↓):  1.279893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by norman aladjem fall under
Start Entity:     Norman Aladjem
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Norman Aladjem --[(INV) written_by]--> Firewalker --[has_genre]--> Action
Path (Raw):       Norman Aladjem --[No Operation]--> Norman Aladjem --[(INV) written_by]--> Firewalker --[has_genre]--> Action
Neg LogProb(↓):   0.470298
Path Entropy(↓):  0.661660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Pretty poison is a film written by this person
Start Entity:     Pretty Poison
Gold Answer:      [['Stephen Geller']]
Predicted Ans:    Stephen Geller
Predicted Path:   Pretty Poison --[written_by]--> Stephen Geller --[(INV) written_by]--> Pretty Poison --[written_by]--> Stephen Geller
Path (Raw):       Pretty Poison --[written_by]--> Stephen Geller --[(INV) written_by]--> Pretty Poison --[written_by]--> Stephen Geller
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by alexandre o. philippe were released in which years
Start Entity:     Alexandre O. Philippe
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Alexandre O. Philippe --[(INV) directed_by]--> Doc of the Dead --[release_year]--> 2014
Path (Raw):       Alexandre O. Philippe --[No Operation]--> Alexandre O. Philippe --[(INV) directed_by]--> Doc of the Dead --[release_year]--> 2014
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by rishi kapoor
Start Entity:     Rishi Kapoor
Gold Answer:      [['Karan Johar', 'Nikhil Advani', 'Rakeysh Omprakash Mehra', 'Zoya Akhtar']]
Predicted Ans:    Rakeysh Omprakash Mehra
Predicted Path:   Rishi Kapoor --[(INV) starred_actors]--> Delhi-6 --[written_by]--> Rakeysh Omprakash Mehra
Path (Raw):       Rishi Kapoor --[No Operation]--> Rishi Kapoor --[(INV) starred_actors]--> Delhi-6 --[written_by]--> Rakeysh Omprakash Mehra
Neg LogProb(↓):   0.000536
Path Entropy(↓):  0.004598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the petulia director release
Start Entity:     Petulia
Gold Answer:      [['1983', '1976', '1980', '1963', '1964', '1939', '1948', '1975', '1966', '1989', '1993', '1973', '1965', '1967', '1979', '2011']]
Predicted Ans:    1966
Predicted Path:   Petulia --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Path (Raw):       Petulia --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Neg LogProb(↓):   1.222725
Path Entropy(↓):  1.838444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film sometimes they come back... again
Start Entity:     Sometimes They Come Back... Again
Gold Answer:      [['1997', '2009', '1990', '2010', '2004', '2006', '1999', '2002', '1994', '1932', '2014', '2011', '2013', '2007']]
Predicted Ans:    2004
Predicted Path:   Sometimes They Come Back... Again --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Million Dollar Baby --[release_year]--> 2004
Path (Raw):       Sometimes They Come Back... Again --[starred_actors]--> Hilary Swank --[(INV) starred_actors]--> Million Dollar Baby --[release_year]--> 2004
Neg LogProb(↓):   0.505843
Path Entropy(↓):  1.460019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the blind sunflowers
Start Entity:     The Blind Sunflowers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Blind Sunflowers --[written_by]--> José Luis Cuerda --[(INV) written_by]--> Amanece, que no es poco --[has_genre]--> Comedy
Path (Raw):       The Blind Sunflowers --[written_by]--> José Luis Cuerda --[(INV) written_by]--> Amanece, que no es poco --[has_genre]--> Comedy
Neg LogProb(↓):   0.002845
Path Entropy(↓):  0.020388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did liesel matthews star in
Start Entity:     Liesel Matthews
Gold Answer:      [['A Little Princess']]
Predicted Ans:    Dog Soldiers
Predicted Path:   Liesel Matthews --[(INV) starred_actors]--> A Little Princess --[starred_actors]--> Liam Cunningham --[(INV) starred_actors]--> Dog Soldiers
Path (Raw):       Liesel Matthews --[(INV) starred_actors]--> A Little Princess --[starred_actors]--> Liam Cunningham --[(INV) starred_actors]--> Dog Soldiers
Neg LogProb(↓):   0.619270
Path Entropy(↓):  0.691125
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The scriptwriter of before the rain also wrote which films
Start Entity:     Before the Rain
Gold Answer:      [['Dust', 'Shadows']]
Predicted Ans:    Shadows
Predicted Path:   Before the Rain --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Shadows
Path (Raw):       Before the Rain --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Shadows --[No Operation]--> Shadows
Neg LogProb(↓):   0.013734
Path Entropy(↓):  0.081494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by dallas jenkins
Start Entity:     Dallas Jenkins
Gold Answer:      [['Christoforos Papakaliatis']]
Predicted Ans:    Christoforos Papakaliatis
Predicted Path:   Dallas Jenkins --[(INV) directed_by]--> What If... --[written_by]--> Christoforos Papakaliatis
Path (Raw):       Dallas Jenkins --[No Operation]--> Dallas Jenkins --[(INV) directed_by]--> What If... --[written_by]--> Christoforos Papakaliatis
Neg LogProb(↓):   0.410598
Path Entropy(↓):  0.872179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was david o'hara an actor in
Start Entity:     David O'Hara
Gold Answer:      [['Fever']]
Predicted Ans:    Fever
Predicted Path:   David O'Hara --[(INV) starred_actors]--> Fever --[starred_actors]--> Henry Thomas --[(INV) starred_actors]--> Fever
Path (Raw):       David O'Hara --[(INV) starred_actors]--> Fever --[starred_actors]--> Henry Thomas --[(INV) starred_actors]--> Fever
Neg LogProb(↓):   0.000890
Path Entropy(↓):  0.007702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie i never sang for my father are directed by who
Start Entity:     I Never Sang for My Father
Gold Answer:      [['Ronald Neame', 'George Cukor', 'James Foley', 'Peter Hyams', 'Joseph L. Mankiewicz', 'Don Medford', 'Clint Eastwood', 'Mike Nichols', 'Ted Kotcheff', 'Basil Dearden', 'Irwin Allen', 'Peter Markle', 'Bud Yorkin', 'Bob Clark', 'Wes Anderson', 'Woody Allen', 'Richard Quine', 'Nicolas Roeg', 'Donald Petrie', 'William Friedkin', 'Tony Scott', 'Michael Apted', 'David Mamet', 'Richard Donner', 'Roman Polanski', 'George Schaefer', 'Kelly Reichardt', 'John Frankenheimer', 'George Marshall', 'Nicholas Ray', 'Nicholas Meyer', 'Barry Sonnenfeld', 'Martin Ritt', 'Lawrence Kasdan', 'Alan Parker', 'Simon Moore', 'Howard Morris', 'Hal Ashby', 'Ernst Lubitsch', 'Andrew Davis', 'David Anspaugh', 'Francis Ford Coppola', 'John Moore', 'Neil Jordan', 'Wesley Ruggles', 'Gary Fleder', 'Sam Raimi', "Robert Vincent O'Neill", 'Robert Benton', 'Stanley Donen', 'Howard Deutch', 'Elia Kazan', 'Peter Masterson', 'Richard Lester', 'Robert Siodmak', 'Gustaf Molander', 'Stephen Hopkins', 'Catherine Hardwicke', 'James Whale', 'Jesse V. Johnson', 'Arthur Penn', 'Sydney Pollack', 'Robert Day', 'Dick Richards', 'Richard Brooks', 'George Stevens', 'Shinji Aoyama', 'Richard Boleslawski', 'John Irvin', 'Mike Figgis', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    George Cukor
Predicted Path:   I Never Sang for My Father --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> A Woman's Face --[directed_by]--> George Cukor
Path (Raw):       I Never Sang for My Father --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> A Woman's Face --[directed_by]--> George Cukor
Neg LogProb(↓):   1.972317
Path Entropy(↓):  2.232060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by gerardo vera in
Start Entity:     Gerardo Vera
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Gerardo Vera --[(INV) written_by]--> Second Skin --[in_language]--> Spanish
Path (Raw):       Gerardo Vera --[No Operation]--> Gerardo Vera --[(INV) written_by]--> Second Skin --[in_language]--> Spanish
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of a home at the end of the world
Start Entity:     A Home at the End of the World
Gold Answer:      [['Alison Lohman', 'Ryan Kwanten', 'Maria Bello', 'Tim McGraw']]
Predicted Ans:    Ryan Kwanten
Predicted Path:   A Home at the End of the World --[directed_by]--> Michael Mayer --[(INV) directed_by]--> Flicka --[starred_actors]--> Ryan Kwanten
Path (Raw):       A Home at the End of the World --[directed_by]--> Michael Mayer --[(INV) directed_by]--> Flicka --[starred_actors]--> Ryan Kwanten
Neg LogProb(↓):   0.477534
Path Entropy(↓):  0.942381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by richard tyson
Start Entity:     Richard Tyson
Gold Answer:      [['Zalman King', 'Richard Christian Matheson']]
Predicted Ans:    Zalman King
Predicted Path:   Richard Tyson --[(INV) starred_actors]--> Two Moon Junction --[written_by]--> Zalman King
Path (Raw):       Richard Tyson --[No Operation]--> Richard Tyson --[(INV) starred_actors]--> Two Moon Junction --[written_by]--> Zalman King
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000891
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in stromboli
Start Entity:     Stromboli
Gold Answer:      [['Swedish', 'French', 'English', 'Mandarin', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Stromboli --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Cactus Flower --[in_language]--> English
Path (Raw):       Stromboli --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Cactus Flower --[in_language]--> English
Neg LogProb(↓):   0.094553
Path Entropy(↓):  0.366367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of r100
Start Entity:     R100
Gold Answer:      [['Hitoshi Matsumoto']]
Predicted Ans:    Hitoshi Matsumoto
Predicted Path:   R100 --[written_by]--> Hitoshi Matsumoto --[(INV) written_by]--> R100 --[directed_by]--> Hitoshi Matsumoto
Path (Raw):       R100 --[written_by]--> Hitoshi Matsumoto --[(INV) written_by]--> R100 --[directed_by]--> Hitoshi Matsumoto
Neg LogProb(↓):   0.181133
Path Entropy(↓):  0.627983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed cannibal ferox
Start Entity:     Cannibal Ferox
Gold Answer:      [['1974', '1980']]
Predicted Ans:    1980
Predicted Path:   Cannibal Ferox --[directed_by]--> Umberto Lenzi --[(INV) directed_by]--> Eaten Alive! --[release_year]--> 1980
Path (Raw):       Cannibal Ferox --[directed_by]--> Umberto Lenzi --[(INV) directed_by]--> Eaten Alive! --[release_year]--> 1980
Neg LogProb(↓):   0.326141
Path Entropy(↓):  0.791178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does brian thompson star in
Start Entity:     Brian Thompson
Gold Answer:      [['Moon 44', 'Dragonquest']]
Predicted Ans:    Moon 44
Predicted Path:   Brian Thompson --[(INV) starred_actors]--> Moon 44 --[starred_actors]--> Brian Thompson --[(INV) starred_actors]--> Moon 44
Path (Raw):       Brian Thompson --[(INV) starred_actors]--> Moon 44 --[starred_actors]--> Brian Thompson --[(INV) starred_actors]--> Moon 44
Neg LogProb(↓):   0.076555
Path Entropy(↓):  0.272956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with rafe spall
Start Entity:     Rafe Spall
Gold Answer:      [['Rose Byrne', 'Louise Delamere']]
Predicted Ans:    Rose Byrne
Predicted Path:   Rafe Spall --[(INV) starred_actors]--> I Give It a Year --[starred_actors]--> Rose Byrne
Path (Raw):       Rafe Spall --[No Operation]--> Rafe Spall --[(INV) starred_actors]--> I Give It a Year --[starred_actors]--> Rose Byrne
Neg LogProb(↓):   0.013561
Path Entropy(↓):  0.079717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of charlie chan in egypt
Start Entity:     Charlie Chan in Egypt
Gold Answer:      [['Charlie Chan in Paris', 'Charlie Chan Carries On', 'Charlie Chan in Shanghai', 'Charlie Chan at the Circus', "Charlie Chan's Chance", 'Dishonored', 'Shanghai Express', "Charlie Chan's Courage", 'Charlie Chan at the Opera', 'Charlie Chan at the Olympics', 'The Black Camel', 'Charlie Chan at Monte Carlo', "Charlie Chan's Secret", 'Charlie Chan in London', 'Charlie Chan at the Race Track']]
Predicted Ans:    Charlie Chan Carries On
Predicted Path:   Charlie Chan in Egypt --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On
Path (Raw):       Charlie Chan in Egypt --[starred_actors]--> Warner Oland --[No Operation]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On
Neg LogProb(↓):   0.292100
Path Entropy(↓):  0.650476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in hit and run also appears in which movies
Start Entity:     Hit and Run
Gold Answer:      [['Carpool', "Let's Go to Prison", 'The Lifeguard', 'Nine Months', 'Baby Mama', 'You Again', 'Pulse', 'The Music Man', 'Deck the Halls', "McHale's Navy", 'Big Bully', 'Employee of the Month', 'Serious Moonlight', 'Soul Plane', 'Idiocracy', 'Remarkable Power', 'Just for Kicks', 'Forgetting Sarah Marshall', 'Chasing Christmas', 'Frozen', 'Gardens of the Night', "Gracie's Choice", 'Veronica Mars', 'When in Rome']]
Predicted Ans:    The Lifeguard
Predicted Path:   Hit and Run --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> The Lifeguard
Path (Raw):       Hit and Run --[starred_actors]--> Kristen Bell --[No Operation]--> Kristen Bell --[(INV) starred_actors]--> The Lifeguard
Neg LogProb(↓):   0.813962
Path Entropy(↓):  1.447171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for indiscreet
Start Entity:     Indiscreet
Gold Answer:      [['Stanley Donen']]
Predicted Ans:    Stanley Donen
Predicted Path:   Indiscreet --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[directed_by]--> Stanley Donen
Path (Raw):       Indiscreet --[directed_by]--> Stanley Donen --[(INV) directed_by]--> Funny Face --[directed_by]--> Stanley Donen
Neg LogProb(↓):   0.012695
Path Entropy(↓):  0.083696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by patrick dempsey were written by who
Start Entity:     Patrick Dempsey
Gold Answer:      [['Bill Kelly', 'Erin Gruwell', 'Freedom Writers']]
Predicted Ans:    Bill Kelly
Predicted Path:   Patrick Dempsey --[(INV) starred_actors]--> Enchanted --[written_by]--> Bill Kelly
Path (Raw):       Patrick Dempsey --[No Operation]--> Patrick Dempsey --[(INV) starred_actors]--> Enchanted --[written_by]--> Bill Kelly
Neg LogProb(↓):   0.014557
Path Entropy(↓):  0.080426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie chicken with plums
Start Entity:     Chicken with Plums
Gold Answer:      [['Vincent Paronnaud', 'Marjane Satrapi']]
Predicted Ans:    Marjane Satrapi
Predicted Path:   Chicken with Plums --[written_by]--> Vincent Paronnaud --[(INV) written_by]--> Chicken with Plums --[written_by]--> Marjane Satrapi
Path (Raw):       Chicken with Plums --[written_by]--> Vincent Paronnaud --[(INV) written_by]--> Chicken with Plums --[written_by]--> Marjane Satrapi
Neg LogProb(↓):   0.585937
Path Entropy(↓):  1.060745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by christopher strong actors
Start Entity:     Christopher Strong
Gold Answer:      [['Andrew Solt', 'Garson Kanin', 'Ruth Gordon', 'N. Richard Nash', 'Edward Chodorov', 'Edith Hamilton', 'Jane Murfin', 'Mildred Cram', 'Dudley Nichols', 'John Huston', 'Hagar Wilde', 'Myles Connolly', 'Delmer Daves', 'James Goldman', 'Michael Kanin', 'Henry Ephron', 'Howard Lindsay', 'Russel Crouse', 'Phoebe Ephron', 'Robert Towne', 'Conrad Richter', 'William Marchant', 'Philip Barry', 'Mortimer Offner', 'Dorothy Yost', 'Euripides', 'Allan Scott', 'James Agee', 'Warren Beatty', 'Ernest Thompson', 'Pearl S. Buck', 'Gore Vidal', 'Sidney Buchman', 'Maxwell Anderson', 'William Rose', 'Edna Ferber', 'Aline Brosh McKenna', 'Tennessee Williams', 'Donald Ogden Stewart', 'Francis Ford Coppola', 'John Grisham', 'Robin Swicord', 'Anthony Veiller', 'Charles Portis', 'Leo McCarey', 'Thelma Strabel', 'Louisa May Alcott', 'Sarah Y. Mason', 'Martha Hyer', 'Booth Tarkington', 'Howard J. Green', 'Netta Syrett', 'Peter Berneis', 'Compton MacKenzie', 'Victor Heerman', 'George S. Kaufman', 'Morrie Ryskind']]
Predicted Ans:    John Huston
Predicted Path:   Christopher Strong --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Path (Raw):       Christopher Strong --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Neg LogProb(↓):   0.081428
Path Entropy(↓):  0.418064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film splinterheads starred which actors
Start Entity:     Splinterheads
Gold Answer:      [['Thomas Middleditch', 'Lea Thompson', 'Rachael Taylor', 'Christopher McDonald']]
Predicted Ans:    Thomas Middleditch
Predicted Path:   Splinterheads --[starred_actors]--> Thomas Middleditch --[(INV) starred_actors]--> The Bronze --[starred_actors]--> Thomas Middleditch
Path (Raw):       Splinterheads --[starred_actors]--> Thomas Middleditch --[(INV) starred_actors]--> The Bronze --[starred_actors]--> Thomas Middleditch
Neg LogProb(↓):   1.313561
Path Entropy(↓):  2.380437
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in 300
Start Entity:     300
Gold Answer:      [['2000', '2009', '2001', '2008', '2003', '2005', '2012', '2010', '2004', '2014', '2002', '1986', '2011', '2013', '2007']]
Predicted Ans:    2001
Predicted Path:   300 --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust --[release_year]--> 2001
Path (Raw):       300 --[starred_actors]--> David Wenham --[(INV) starred_actors]--> Dust --[release_year]--> 2001
Neg LogProb(↓):   0.488676
Path Entropy(↓):  1.222747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of another day in paradise
Start Entity:     Another Day in Paradise
Gold Answer:      [['Marfa Girl', 'Wassup Rockers', 'Ken Park', 'Destricted', 'Teenage Caveman', 'Kids', 'Bully']]
Predicted Ans:    Kids
Predicted Path:   Another Day in Paradise --[directed_by]--> Larry Clark --[(INV) directed_by]--> Kids
Path (Raw):       Another Day in Paradise --[directed_by]--> Larry Clark --[(INV) directed_by]--> Kids --[No Operation]--> Kids
Neg LogProb(↓):   0.132947
Path Entropy(↓):  0.552446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the mark
Start Entity:     The Mark
Gold Answer:      [['Edward Arnold', 'Ronald Colman', 'Héctor Alterio', 'Norma Aleandro', 'Cary Grant', 'James Stewart', 'Robert Montgomery', 'Elizabeth Taylor', 'Claude Rains', 'Katharine Hepburn', 'Henry Wilcoxon', 'Natalie Wood', 'Fredric March', 'Jean Seberg', 'Karl Malden', 'Charles Laughton', 'Warren William', 'Roddy McDowall', 'Rex Harrison', 'Christopher Lee', 'Claudette Colbert', 'Terence Stamp', 'Doris Nolan', 'Lew Ayres', 'Melvyn Douglas', 'Samantha Eggar', 'Richard Burton', 'Donald Sutherland', 'Sean Connery', 'David Carradine', 'Elissa Landi', 'Kate Nelligan', 'Irene Dunne', 'Brian Keith', 'Natalia Oreiro', 'Evelyn Keyes', 'Edgar Buchanan', 'Jean Arthur', 'Leonardo Sbaraglia', 'Peter Sellers']]
Predicted Ans:    Terence Stamp
Predicted Path:   The Mark --[written_by]--> Stanley Mann --[(INV) written_by]--> The Collector --[starred_actors]--> Terence Stamp
Path (Raw):       The Mark --[written_by]--> Stanley Mann --[(INV) written_by]--> The Collector --[starred_actors]--> Terence Stamp
Neg LogProb(↓):   0.647534
Path Entropy(↓):  1.228483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by shonali bose
Start Entity:     Shonali Bose
Gold Answer:      [['Brinda Karat', 'Ankur Khanna', 'Konkona Sen Sharma']]
Predicted Ans:    Brinda Karat
Predicted Path:   Shonali Bose --[(INV) directed_by]--> Amu --[starred_actors]--> Brinda Karat
Path (Raw):       Shonali Bose --[No Operation]--> Shonali Bose --[(INV) directed_by]--> Amu --[starred_actors]--> Brinda Karat
Neg LogProb(↓):   0.026141
Path Entropy(↓):  0.137667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by jeremy brock were released in which years
Start Entity:     Jeremy Brock
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Jeremy Brock --[(INV) directed_by]--> Driving Lessons --[release_year]--> 2006
Path (Raw):       Jeremy Brock --[No Operation]--> Jeremy Brock --[(INV) directed_by]--> Driving Lessons --[release_year]--> 2006
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of twice born
Start Entity:     Twice Born
Gold Answer:      [['Sergio Castellitto']]
Predicted Ans:    Sergio Castellitto
Predicted Path:   Twice Born --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move --[directed_by]--> Sergio Castellitto
Path (Raw):       Twice Born --[written_by]--> Sergio Castellitto --[(INV) written_by]--> Don't Move --[directed_by]--> Sergio Castellitto
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the social network
Start Entity:     The Social Network
Gold Answer:      [["Charlie Wilson's War", 'A Few Good Men', '21', 'The American President', 'Malice', 'Moneyball']]
Predicted Ans:    Moneyball
Predicted Path:   The Social Network --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Moneyball
Path (Raw):       The Social Network --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Moneyball --[No Operation]--> Moneyball
Neg LogProb(↓):   0.309707
Path Entropy(↓):  0.757281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did rumi hiiragi star in
Start Entity:     Rumi Hiiragi
Gold Answer:      [['Spirited Away']]
Predicted Ans:    Spirited Away
Predicted Path:   Rumi Hiiragi --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki --[(INV) starred_actors]--> Spirited Away
Path (Raw):       Rumi Hiiragi --[(INV) starred_actors]--> Spirited Away --[starred_actors]--> Mari Natsuki --[(INV) starred_actors]--> Spirited Away
Neg LogProb(↓):   0.068896
Path Entropy(↓):  0.244822
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by andrea corr were written by who
Start Entity:     Andrea Corr
Gold Answer:      [['Vera Chapman']]
Predicted Ans:    Vera Chapman
Predicted Path:   Andrea Corr --[(INV) starred_actors]--> Quest for Camelot --[written_by]--> Vera Chapman
Path (Raw):       Andrea Corr --[No Operation]--> Andrea Corr --[(INV) starred_actors]--> Quest for Camelot --[written_by]--> Vera Chapman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed road, movie
Start Entity:     Road, Movie
Gold Answer:      [['Dev Benegal']]
Predicted Ans:    Dev Benegal
Predicted Path:   Road, Movie --[directed_by]--> Dev Benegal --[(INV) directed_by]--> Road, Movie --[directed_by]--> Dev Benegal
Path (Raw):       Road, Movie --[directed_by]--> Dev Benegal --[(INV) directed_by]--> Road, Movie --[directed_by]--> Dev Benegal
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by anthony baxter fall under
Start Entity:     Anthony Baxter
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Anthony Baxter --[(INV) written_by]--> You've Been Trumped --[has_genre]--> Documentary
Path (Raw):       Anthony Baxter --[No Operation]--> Anthony Baxter --[(INV) written_by]--> You've Been Trumped --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in kansas
Start Entity:     Kansas
Gold Answer:      [['Robert Wise', 'Wayne Kramer', 'Nimród Antal', 'Ronald F. Maxwell', 'Ted Kotcheff', 'Kevin Spacey', 'Harald Zwart', 'John Madden', 'Frank Borzage', 'John Frankenheimer', 'Tony Bill', 'Anthony Russo', 'Joe Russo', 'Harold Becker', 'Bent Hamer', 'Gus Van Sant', 'David Anspaugh', 'Joel Schumacher', 'Greg Coolidge', 'Francis Ford Coppola', 'Ben Bolt', 'Ted Demme', 'Chris Brinker', 'Anthony Minghella', 'Garry Marshall', 'Laurie Collyer', 'Tim Hunter', 'John McNaughton', 'Jonathan Sobol', 'Matt Dillon', 'Arthur Penn', 'Michael Gottlieb', 'John Luessenhop', 'Jonathan Kaplan', 'Lewis John Carlino', 'Robert Pulcini', 'Shari Springer Berman']]
Predicted Ans:    Tim Hunter
Predicted Path:   Kansas --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Tex --[directed_by]--> Tim Hunter
Path (Raw):       Kansas --[starred_actors]--> Matt Dillon --[(INV) starred_actors]--> Tex --[directed_by]--> Tim Hunter
Neg LogProb(↓):   1.204860
Path Entropy(↓):  1.813615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with of mice and men fall under
Start Entity:     Of Mice and Men
Gold Answer:      [['Drama', 'War', 'Music']]
Predicted Ans:    Spanish
Predicted Path:   Of Mice and Men --[written_by]--> John Steinbeck --[(INV) written_by]--> Tortilla Flat --[in_language]--> Spanish
Path (Raw):       Of Mice and Men --[written_by]--> John Steinbeck --[(INV) written_by]--> Tortilla Flat --[in_language]--> Spanish
Neg LogProb(↓):   1.562464
Path Entropy(↓):  2.070431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was my son john directed by
Start Entity:     My Son John
Gold Answer:      [['Leo McCarey']]
Predicted Ans:    Leo McCarey
Predicted Path:   My Son John --[directed_by]--> Leo McCarey --[(INV) directed_by]--> My Son John --[directed_by]--> Leo McCarey
Path (Raw):       My Son John --[directed_by]--> Leo McCarey --[(INV) directed_by]--> My Son John --[directed_by]--> Leo McCarey
Neg LogProb(↓):   0.061819
Path Entropy(↓):  0.293701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of after...
Start Entity:     After...
Gold Answer:      [['To End All Wars']]
Predicted Ans:    After...
Predicted Path:   After... --[directed_by]--> David L. Cunningham --[(INV) directed_by]--> After...
Path (Raw):       After... --[No Operation]--> After... --[directed_by]--> David L. Cunningham --[(INV) directed_by]--> After...
Neg LogProb(↓):   0.012722
Path Entropy(↓):  0.075625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who stars in amazing grace and chuck
Start Entity:     Amazing Grace and Chuck
Gold Answer:      [['Gregory Peck', 'Jamie Lee Curtis']]
Predicted Ans:    Gregory Peck
Predicted Path:   Amazing Grace and Chuck --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Path (Raw):       Amazing Grace and Chuck --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.066362
Path Entropy(↓):  0.317896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by eiji funakoshi were written by who
Start Entity:     Eiji Funakoshi
Gold Answer:      [['Natto Wada']]
Predicted Ans:    Natto Wada
Predicted Path:   Eiji Funakoshi --[(INV) starred_actors]--> Fires on the Plain --[written_by]--> Natto Wada
Path (Raw):       Eiji Funakoshi --[No Operation]--> Eiji Funakoshi --[(INV) starred_actors]--> Fires on the Plain --[written_by]--> Natto Wada
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by telly savalas were written by who
Start Entity:     Telly Savalas
Gold Answer:      [['Mario Bava', "Arnaud d'Usseau", 'Jack London', 'Heck Allen', 'Julian Zimet', 'Shana Alexander']]
Predicted Ans:    Julian Zimet
Predicted Path:   Telly Savalas --[(INV) starred_actors]--> Horror Express --[written_by]--> Julian Zimet
Path (Raw):       Telly Savalas --[No Operation]--> Telly Savalas --[(INV) starred_actors]--> Horror Express --[written_by]--> Julian Zimet
Neg LogProb(↓):   0.690762
Path Entropy(↓):  0.729174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the and now my love director
Start Entity:     And Now My Love
Gold Answer:      [['French', 'English', 'Hindi', 'German']]
Predicted Ans:    Hindi
Predicted Path:   And Now My Love --[directed_by]--> Claude Lelouch --[(INV) directed_by]--> Happy New Year --[in_language]--> Hindi
Path (Raw):       And Now My Love --[directed_by]--> Claude Lelouch --[(INV) directed_by]--> Happy New Year --[in_language]--> Hindi
Neg LogProb(↓):   1.144857
Path Entropy(↓):  0.906993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe sansho the bailiff
Start Entity:     Sansho the Bailiff
Gold Answer:      [['kenji mizoguchi']]
Predicted Ans:    kenji mizoguchi
Predicted Path:   Sansho the Bailiff --[has_tags]--> kenji mizoguchi --[(INV) has_tags]--> Ugetsu --[has_tags]--> kenji mizoguchi
Path (Raw):       Sansho the Bailiff --[has_tags]--> kenji mizoguchi --[(INV) has_tags]--> Ugetsu --[has_tags]--> kenji mizoguchi
Neg LogProb(↓):   0.459733
Path Entropy(↓):  0.673844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of shiori sekine starred movies
Start Entity:     Shiori Sekine
Gold Answer:      [['Nobuhiro Yamashita']]
Predicted Ans:    Nobuhiro Yamashita
Predicted Path:   Shiori Sekine --[(INV) starred_actors]--> Linda Linda Linda --[directed_by]--> Nobuhiro Yamashita
Path (Raw):       Shiori Sekine --[No Operation]--> Shiori Sekine --[(INV) starred_actors]--> Linda Linda Linda --[directed_by]--> Nobuhiro Yamashita
Neg LogProb(↓):   0.006400
Path Entropy(↓):  0.038606
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the special bulletin director
Start Entity:     Special Bulletin
Gold Answer:      [['Cornish', 'German']]
Predicted Ans:    Cornish
Predicted Path:   Special Bulletin --[directed_by]--> Edward Zwick --[(INV) directed_by]--> Legends of the Fall --[in_language]--> Cornish
Path (Raw):       Special Bulletin --[directed_by]--> Edward Zwick --[(INV) directed_by]--> Legends of the Fall --[in_language]--> Cornish
Neg LogProb(↓):   0.001229
Path Entropy(↓):  0.010140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by jonathan frid released
Start Entity:     Jonathan Frid
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Jonathan Frid --[(INV) starred_actors]--> House of Dark Shadows --[release_year]--> 1970
Path (Raw):       Jonathan Frid --[No Operation]--> Jonathan Frid --[(INV) starred_actors]--> House of Dark Shadows --[release_year]--> 1970
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film when a man loves a woman
Start Entity:     When a Man Loves a Woman
Gold Answer:      [['Jessie Nelson', 'Stephen Frears', 'Paul Mazursky', 'Edward Zwick', 'Taylor Hackford', 'Rudolph Maté', 'Martin Scorsese', 'Bob Rafelson', 'Michael Hoffman', 'Jeffrey Bloom', 'Don Bluth', 'Diane Keaton', 'Griffin Dunne', 'William Friedkin', 'Sam Levinson', 'Christopher Nolan', 'Alain Resnais', 'Oliver Stone', 'Steven Schachter', 'Rocky Morton', 'Annabel Jankel', 'Charles S. Dutton', 'Harvey Kahn', 'Gary Goldman', 'Lawrence Kasdan', 'Anatole Litvak', 'Gus Van Sant', 'Joe Dante', 'Brad Silberling', 'Robert Mulligan', 'Fred Schepisi', 'Darren Aronofsky', 'Daniel Petrie', 'Nora Ephron', 'John Patrick Shanley', 'Lee David Zlotoff', 'Norman René', 'Jane Campion', 'Rob Reiner', 'Cheryl Hines']]
Predicted Ans:    Harvey Kahn
Predicted Path:   When a Man Loves a Woman --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Path (Raw):       When a Man Loves a Woman --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> The Deal --[directed_by]--> Harvey Kahn
Neg LogProb(↓):   0.831678
Path Entropy(↓):  1.853431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the fixer
Start Entity:     The Fixer
Gold Answer:      [['W. Somerset Maugham', 'Michael Almereyda', 'Boris Pasternak', 'Larry Kramer', 'Franco Zeffirelli', 'William Shakespeare', 'Nikos Kazantzakis', 'Kenneth Branagh', 'Grigori Kozintsev', 'Ronald Harwood', 'Margaret Forster', 'Simon Gray', 'Stan Barstow', 'George MacDonald Fraser', 'Bill Kerby', 'Tony Richardson', 'Thomas Hardy', 'Harold Pinter', 'Bo Goldman', 'Jack Higgins', 'Jean Rhys']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Fixer --[starred_actors]--> Alan Bates --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Path (Raw):       The Fixer --[starred_actors]--> Alan Bates --[(INV) starred_actors]--> Hamlet --[written_by]--> William Shakespeare
Neg LogProb(↓):   2.585126
Path Entropy(↓):  2.950405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by chris marker in
Start Entity:     Chris Marker
Gold Answer:      [['Documentary', 'Short']]
Predicted Ans:    Documentary
Predicted Path:   Chris Marker --[(INV) written_by]--> Sans Soleil --[has_genre]--> Documentary
Path (Raw):       Chris Marker --[No Operation]--> Chris Marker --[(INV) written_by]--> Sans Soleil --[has_genre]--> Documentary
Neg LogProb(↓):   0.120716
Path Entropy(↓):  0.355212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by rhys wakefield
Start Entity:     Rhys Wakefield
Gold Answer:      [['Elissa Down', 'Dennis Iliadis', 'Alister Grierson']]
Predicted Ans:    Dennis Iliadis
Predicted Path:   Rhys Wakefield --[(INV) starred_actors]--> +1 --[directed_by]--> Dennis Iliadis
Path (Raw):       Rhys Wakefield --[No Operation]--> Rhys Wakefield --[(INV) starred_actors]--> +1 --[directed_by]--> Dennis Iliadis
Neg LogProb(↓):   0.287495
Path Entropy(↓):  0.639795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with carnival in flanders fall under
Start Entity:     Carnival in Flanders
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Comedy
Predicted Path:   Carnival in Flanders --[directed_by]--> Jacques Feyder --[(INV) directed_by]--> Carnival in Flanders --[has_genre]--> Comedy
Path (Raw):       Carnival in Flanders --[directed_by]--> Jacques Feyder --[(INV) directed_by]--> Carnival in Flanders --[has_genre]--> Comedy
Neg LogProb(↓):   1.847186
Path Entropy(↓):  0.458481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie all this, and heaven too were in which genres
Start Entity:     All This, and Heaven Too
Gold Answer:      [['Romance', 'Family', 'Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   All This, and Heaven Too --[written_by]--> Casey Robinson --[(INV) written_by]--> Saratoga Trunk --[has_genre]--> Drama
Path (Raw):       All This, and Heaven Too --[written_by]--> Casey Robinson --[(INV) written_by]--> Saratoga Trunk --[has_genre]--> Drama
Neg LogProb(↓):   1.070963
Path Entropy(↓):  1.667368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in vacas
Start Entity:     Vacas
Gold Answer:      [['Drama', 'Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Vacas --[starred_actors]--> Carmelo Gómez --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Path (Raw):       Vacas --[starred_actors]--> Carmelo Gómez --[(INV) starred_actors]--> Earth --[has_genre]--> Documentary
Neg LogProb(↓):   1.262071
Path Entropy(↓):  1.381939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed riff - raff
Start Entity:     Riff-Raff
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Riff-Raff --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Path (Raw):       Riff-Raff --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Neg LogProb(↓):   0.246041
Path Entropy(↓):  0.761348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by kathleen york
Start Entity:     Kathleen York
Gold Answer:      [['Tony Krantz']]
Predicted Ans:    Tony Krantz
Predicted Path:   Kathleen York --[(INV) starred_actors]--> Sublime --[directed_by]--> Tony Krantz
Path (Raw):       Kathleen York --[No Operation]--> Kathleen York --[(INV) starred_actors]--> Sublime --[directed_by]--> Tony Krantz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by sven hughes
Start Entity:     Sven Hughes
Gold Answer:      [['Chris Hartwill']]
Predicted Ans:    Chris Hartwill
Predicted Path:   Sven Hughes --[(INV) written_by]--> Ghost Machine --[directed_by]--> Chris Hartwill
Path (Raw):       Sven Hughes --[No Operation]--> Sven Hughes --[(INV) written_by]--> Ghost Machine --[directed_by]--> Chris Hartwill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the kabhi khushi kabhie gham... director
Start Entity:     Kabhi Khushi Kabhie Gham...
Gold Answer:      [['Shibani Bathija', 'Karan Johar']]
Predicted Ans:    Karan Johar
Predicted Path:   Kabhi Khushi Kabhie Gham... --[directed_by]--> Karan Johar --[(INV) directed_by]--> Kuch Kuch Hota Hai --[written_by]--> Karan Johar
Path (Raw):       Kabhi Khushi Kabhie Gham... --[directed_by]--> Karan Johar --[(INV) directed_by]--> Kuch Kuch Hota Hai --[written_by]--> Karan Johar
Neg LogProb(↓):   0.075215
Path Entropy(↓):  0.336829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of to rome with love starred who
Start Entity:     To Rome with Love
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   To Rome with Love --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       To Rome with Love --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.445149
Path Entropy(↓):  1.717617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie rv
Start Entity:     RV
Gold Answer:      [['Dave Barry', 'Elmore Leonard', 'Lowell Cunningham', 'Paul Rudnick', 'Andrew Bergman']]
Predicted Ans:    Lowell Cunningham
Predicted Path:   RV --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black --[written_by]--> Lowell Cunningham
Path (Raw):       RV --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black --[written_by]--> Lowell Cunningham
Neg LogProb(↓):   0.592183
Path Entropy(↓):  1.083699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie my dinner with andre
Start Entity:     My Dinner with Andre
Gold Answer:      [['1997', '2013', '1987']]
Predicted Ans:    1981
Predicted Path:   My Dinner with Andre --[starred_actors]--> Wallace Shawn --[(INV) starred_actors]--> My Dinner with Andre --[release_year]--> 1981
Path (Raw):       My Dinner with Andre --[starred_actors]--> Wallace Shawn --[(INV) starred_actors]--> My Dinner with Andre --[release_year]--> 1981
Neg LogProb(↓):   0.265084
Path Entropy(↓):  0.569587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of let's make money
Start Entity:     Let's Make Money
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Let's Make Money --[has_genre]--> Documentary --[(INV) has_genre]--> The Forgotten Woman --[has_genre]--> Documentary
Path (Raw):       Let's Make Money --[has_genre]--> Documentary --[(INV) has_genre]--> The Forgotten Woman --[has_genre]--> Documentary
Neg LogProb(↓):   2.620984
Path Entropy(↓):  4.022351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the truth about love
Start Entity:     The Truth About Love
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Truth About Love --[directed_by]--> John Hay --[(INV) directed_by]--> Lost Christmas --[release_year]--> 2011
Path (Raw):       The Truth About Love --[directed_by]--> John Hay --[(INV) directed_by]--> Lost Christmas --[release_year]--> 2011
Neg LogProb(↓):   0.061031
Path Entropy(↓):  0.224794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of greta gerwig
Start Entity:     Greta Gerwig
Gold Answer:      [['Noah Baumbach', 'Joe Swanberg']]
Predicted Ans:    Noah Baumbach
Predicted Path:   Greta Gerwig --[(INV) written_by]--> Frances Ha --[written_by]--> Noah Baumbach
Path (Raw):       Greta Gerwig --[No Operation]--> Greta Gerwig --[(INV) written_by]--> Frances Ha --[written_by]--> Noah Baumbach
Neg LogProb(↓):   0.000466
Path Entropy(↓):  0.004650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is nomads in
Start Entity:     Nomads
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Nomads --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Nomads --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.837590
Path Entropy(↓):  3.084111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of curse of chucky
Start Entity:     Curse of Chucky
Gold Answer:      [['Brad Dourif', 'Catherine Hicks', 'Billy Boyd', 'Nick Stabile', 'Katherine Heigl', 'Gerrit Graham', 'Chris Sarandon', 'Jennifer Tilly', 'Alex Vincent', 'Christine Elise', 'Jenny Agutter']]
Predicted Ans:    Danielle Bisutti
Predicted Path:   Curse of Chucky --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky --[starred_actors]--> Danielle Bisutti
Path (Raw):       Curse of Chucky --[written_by]--> Don Mancini --[(INV) written_by]--> Curse of Chucky --[starred_actors]--> Danielle Bisutti
Neg LogProb(↓):   0.014962
Path Entropy(↓):  0.091571
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies acted by anne brochet
Start Entity:     Anne Brochet
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Anne Brochet --[(INV) starred_actors]--> The Story of Marie and Julien --[has_genre]--> Drama
Path (Raw):       Anne Brochet --[No Operation]--> Anne Brochet --[(INV) starred_actors]--> The Story of Marie and Julien --[has_genre]--> Drama
Neg LogProb(↓):   0.193478
Path Entropy(↓):  0.473754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of martin brest directed films
Start Entity:     Martin Brest
Gold Answer:      [['1998', '1988', '2003', '1992', '1979', '1974', '1984']]
Predicted Ans:    1992
Predicted Path:   Martin Brest --[(INV) directed_by]--> Scent of a Woman --[release_year]--> 1992
Path (Raw):       Martin Brest --[No Operation]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[release_year]--> 1992
Neg LogProb(↓):   0.472337
Path Entropy(↓):  1.374343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did sam parsonson star in
Start Entity:     Sam Parsonson
Gold Answer:      [['Coffin Rock']]
Predicted Ans:    Coffin Rock
Predicted Path:   Sam Parsonson --[(INV) starred_actors]--> Coffin Rock --[written_by]--> Rupert Glasson --[(INV) written_by]--> Coffin Rock
Path (Raw):       Sam Parsonson --[(INV) starred_actors]--> Coffin Rock --[written_by]--> Rupert Glasson --[(INV) written_by]--> Coffin Rock
Neg LogProb(↓):   0.313214
Path Entropy(↓):  0.752521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does tony martin star in
Start Entity:     Tony Martin
Gold Answer:      [['The Big Store', 'The Interview', 'Ali Baba Goes to Town']]
Predicted Ans:    The Big Store
Predicted Path:   Tony Martin --[(INV) starred_actors]--> The Big Store --[starred_actors]--> Tony Martin --[(INV) starred_actors]--> The Big Store
Path (Raw):       Tony Martin --[(INV) starred_actors]--> The Big Store --[starred_actors]--> Tony Martin --[(INV) starred_actors]--> The Big Store
Neg LogProb(↓):   0.004116
Path Entropy(↓):  0.028898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the borrower
Start Entity:     The Borrower
Gold Answer:      [['The Squeeze', 'Commando', "I'm Gonna Git You Sucka", 'Car Wash', 'American Flyers', 'Soul Man', 'Boulevard']]
Predicted Ans:    Car Wash
Predicted Path:   The Borrower --[starred_actors]--> Antonio Fargas --[(INV) starred_actors]--> Car Wash
Path (Raw):       The Borrower --[starred_actors]--> Antonio Fargas --[No Operation]--> Antonio Fargas --[(INV) starred_actors]--> Car Wash
Neg LogProb(↓):   0.496175
Path Entropy(↓):  1.019786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by david steiman were in which genres
Start Entity:     David Steiman
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David Steiman --[(INV) directed_by]--> Santa's Slay --[has_genre]--> Comedy
Path (Raw):       David Steiman --[No Operation]--> David Steiman --[(INV) directed_by]--> Santa's Slay --[has_genre]--> Comedy
Neg LogProb(↓):   0.223878
Path Entropy(↓):  0.501216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in vertical limit
Start Entity:     Vertical Limit
Gold Answer:      [['Robin Tunney', "Chris O'Donnell"]]
Predicted Ans:    Peter Falk
Predicted Path:   Vertical Limit --[starred_actors]--> Robin Tunney --[(INV) starred_actors]--> The In-Laws --[starred_actors]--> Peter Falk
Path (Raw):       Vertical Limit --[starred_actors]--> Robin Tunney --[(INV) starred_actors]--> The In-Laws --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.092329
Path Entropy(↓):  0.429529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe film dersu uzala
Start Entity:     Dersu Uzala
Gold Answer:      [['70mm', 'friendship', 'akira kurosawa', 'russia']]
Predicted Ans:    akira kurosawa
Predicted Path:   Dersu Uzala --[has_tags]--> akira kurosawa --[(INV) has_tags]--> Rashomon --[has_tags]--> akira kurosawa
Path (Raw):       Dersu Uzala --[has_tags]--> akira kurosawa --[(INV) has_tags]--> Rashomon --[has_tags]--> akira kurosawa
Neg LogProb(↓):   0.311861
Path Entropy(↓):  0.744218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by josh boone in
Start Entity:     Josh Boone
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Josh Boone --[(INV) directed_by]--> Stuck in Love --[has_genre]--> Comedy
Path (Raw):       Josh Boone --[No Operation]--> Josh Boone --[(INV) directed_by]--> Stuck in Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.751891
Path Entropy(↓):  1.221975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of bulworth
Start Entity:     Bulworth
Gold Answer:      [['Chester Gould', 'Samson Raphaelson', 'Warren Beatty', 'Harry Segall', 'Trevor Griffiths', 'Jim Cash']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   Bulworth --[directed_by]--> Warren Beatty --[(INV) directed_by]--> Heaven Can Wait --[written_by]--> Samson Raphaelson
Path (Raw):       Bulworth --[directed_by]--> Warren Beatty --[(INV) directed_by]--> Heaven Can Wait --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   0.221883
Path Entropy(↓):  0.643505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by luke wilson
Start Entity:     Luke Wilson
Gold Answer:      [['Mike Million', 'George Gallo', 'Jordan Brady', 'Chris Fisher', 'Andrew Wilson', 'Les Mayfield', 'Todd Phillips', 'Craig Johnson', 'Mike Judge', 'Nimród Antal', 'John Dahl', 'Ivan Reitman', 'Dean Parisot', 'Robert Luketic', 'Wes Anderson']]
Predicted Ans:    Todd Phillips
Predicted Path:   Luke Wilson --[(INV) starred_actors]--> Old School --[directed_by]--> Todd Phillips
Path (Raw):       Luke Wilson --[No Operation]--> Luke Wilson --[(INV) starred_actors]--> Old School --[directed_by]--> Todd Phillips
Neg LogProb(↓):   0.840372
Path Entropy(↓):  1.326441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by seven days in utopia actors
Start Entity:     Seven Days in Utopia
Gold Answer:      [['Bruce Joel Rubin', 'Philip Kaufman', 'Marc Norman', 'Tom Cruise', 'Paddy Chayefsky', 'Pat Conroy', 'John Milius', 'Billy Bob Thornton', 'Henry Jaglom', 'Scott Stewart', 'Peter Schink', 'Robert Syd Hopkins', 'Jonathan Harr', 'George Lucas', 'Nicholas Meyer', 'Callie Khouri', 'Michael Herr', 'Stirling Silliphant', 'Assi Dayan', 'Wim Wenders', 'Francis Ford Coppola', 'Calder Willingham', 'Steven Zaillian', 'Ebbe Roe Smith', 'Robert Duvall', 'Tom Epperson', 'Walter Murch', 'Tim McCanlies', 'C. Gaby Mitchell', 'Chris Provenzano', 'Nathaniel Hawthorne', 'Courtney Hunt', 'David Dobkin', 'John Flynn', 'Bernard Malamud', 'Donald E. Westlake', 'Elmore Leonard', 'Steve Conrad', 'Hank Searls', 'Gerald Di Pego', 'Horton Foote', 'Ken Hixon', 'Lewis John Carlino', 'Michael Tolkin', 'Jack Higgins', 'Joan Didion', 'John Gregory Dunne']]
Predicted Ans:    Tom Cruise
Predicted Path:   Seven Days in Utopia --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Days of Thunder --[written_by]--> Tom Cruise
Path (Raw):       Seven Days in Utopia --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> Days of Thunder --[written_by]--> Tom Cruise
Neg LogProb(↓):   1.496701
Path Entropy(↓):  2.464348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in leap year
Start Entity:     Leap Year
Gold Answer:      [['2000', '1997', '2009', '2008', '2005', '2010', '2014', '2012', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Leap Year --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[release_year]--> 2013
Path (Raw):       Leap Year --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[release_year]--> 2013
Neg LogProb(↓):   0.867748
Path Entropy(↓):  1.881095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film the shooting
Start Entity:     The Shooting
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Shooting --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Shooting --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.896541
Path Entropy(↓):  3.471111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by don carmody starred who
Start Entity:     Don Carmody
Gold Answer:      [['Chuck Norris']]
Predicted Ans:    Chuck Norris
Predicted Path:   Don Carmody --[(INV) written_by]--> The Hitman --[starred_actors]--> Chuck Norris
Path (Raw):       Don Carmody --[No Operation]--> Don Carmody --[(INV) written_by]--> The Hitman --[starred_actors]--> Chuck Norris
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of identity
Start Entity:     Identity
Gold Answer:      [['The Whole Ten Yards', 'Say Anything...', 'Drive Hard', 'Cop Land', 'One Crazy Summer', 'Anastasia', 'Field of Dreams', 'The Paperboy', 'City Hall', 'Dominick and Eugene', 'Igor', 'High Fidelity', 'Operation Dumbo Drop', 'Floundering', 'Grosse Pointe Blank', 'Goodfellas', 'Hot Pursuit', 'Grace Is Gone', 'A Rumor of Angels', 'True Colors', 'Article 99', 'Hot Tub Time Machine', 'Slow Burn', 'The Iceman', 'Saving Silverman', 'Forever Mine', 'Phoenix', 'Crazy on the Outside', 'Pushing Tin', 'The Sure Thing', 'The Grifters', "The Devil's in the Details", 'The Raven', 'Being John Malkovich', 'Maps to the Stars', 'No Escape', 'Must Love Dogs', 'Shanghai', 'War, Inc.', 'Money for Nothing', 'Midnight in the Garden of Good and Evil', 'Unforgettable', 'The River Murders', 'Heartbreakers', "America's Sweethearts", 'The Road to Wellville', 'The Numbers Station', 'Martian Child', 'The Journey of Natty Gann', '2012', 'Grand Piano', 'Unlawful Entry', 'Serendipity', 'The Ex', 'Revolver', 'The Factory', 'Tapeheads', 'The Frozen Ground', "Smokin' Aces", 'Observe and Report', 'The Contract', '1408', 'Runaway Jury', 'The Bag Man', 'Turbulence', 'Hero Wanted', 'The Ice Harvest']]
Predicted Ans:    Operation Dumbo Drop
Predicted Path:   Identity --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop
Path (Raw):       Identity --[starred_actors]--> Ray Liotta --[No Operation]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop
Neg LogProb(↓):   0.034959
Path Entropy(↓):  0.200985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is tampopo
Start Entity:     Tampopo
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Tampopo --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Tampopo --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   2.135758
Path Entropy(↓):  3.575403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film winnie the pooh
Start Entity:     Winnie the Pooh
Gold Answer:      [['Michael Frayn', 'Dean DeBlois', 'Chris Sanders', 'Cressida Cowell', 'Craig Ferguson', 'Mike Binder', 'Sacha Gervasi', 'Michael Palin', 'Eric Idle', 'Graham Chapman', 'Terry Gilliam', 'Charles Crichton', 'Jun Falkenstein', 'Jorge Blanco', 'Joe Stillman', 'John Cleese', 'Marty Feldman', 'Terry Jones', 'Bud Luckey', 'Mark Crowdy']]
Predicted Ans:    Don Hall
Predicted Path:   Winnie the Pooh --[starred_actors]--> Jim Cummings --[(INV) starred_actors]--> Winnie the Pooh --[written_by]--> Don Hall
Path (Raw):       Winnie the Pooh --[starred_actors]--> Jim Cummings --[(INV) starred_actors]--> Winnie the Pooh --[written_by]--> Don Hall
Neg LogProb(↓):   0.649562
Path Entropy(↓):  0.910391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director for silent trigger
Start Entity:     Silent Trigger
Gold Answer:      [['Russell Mulcahy']]
Predicted Ans:    Russell Mulcahy
Predicted Path:   Silent Trigger --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> The Shadow --[directed_by]--> Russell Mulcahy
Path (Raw):       Silent Trigger --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> The Shadow --[directed_by]--> Russell Mulcahy
Neg LogProb(↓):   0.708147
Path Entropy(↓):  0.875451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ward bond were directed by who
Start Entity:     Ward Bond
Gold Answer:      [['Joseph Kane', 'Edwin L. Marin', 'Nicholas Ray', 'John Ford', 'George Waggner', 'Ida Lupino']]
Predicted Ans:    John Ford
Predicted Path:   Ward Bond --[(INV) starred_actors]--> The Quiet Man --[directed_by]--> John Ford
Path (Raw):       Ward Bond --[No Operation]--> Ward Bond --[(INV) starred_actors]--> The Quiet Man --[directed_by]--> John Ford
Neg LogProb(↓):   0.285036
Path Entropy(↓):  0.922235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by john hunter
Start Entity:     John Hunter
Gold Answer:      [['The Grey Fox', 'Never Take Sweets from a Stranger']]
Predicted Ans:    Never Take Sweets from a Stranger
Predicted Path:   John Hunter --[(INV) written_by]--> Never Take Sweets from a Stranger --[written_by]--> Roger Garis --[(INV) written_by]--> Never Take Sweets from a Stranger
Path (Raw):       John Hunter --[(INV) written_by]--> Never Take Sweets from a Stranger --[written_by]--> Roger Garis --[(INV) written_by]--> Never Take Sweets from a Stranger
Neg LogProb(↓):   0.030800
Path Entropy(↓):  0.136443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by joyful noise actors release
Start Entity:     Joyful Noise
Gold Answer:      [['1998', '2008', '1950', '2003', '1992', '2005', '2010', '2004', '1982', '1996', '2006', '1986', '1984', '2007']]
Predicted Ans:    2004
Predicted Path:   Joyful Noise --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[release_year]--> 2004
Path (Raw):       Joyful Noise --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[release_year]--> 2004
Neg LogProb(↓):   1.058862
Path Entropy(↓):  2.064070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film oculus
Start Entity:     Oculus
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Oculus --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Oculus --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.399645
Path Entropy(↓):  3.727012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor franco franchi co - starred with who
Start Entity:     Franco Franchi
Gold Answer:      [['Ciccio Ingrassia', 'Fabian', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   Franco Franchi --[(INV) starred_actors]--> Dr. Goldfoot and the Girl Bombs --[starred_actors]--> Vincent Price
Path (Raw):       Franco Franchi --[No Operation]--> Franco Franchi --[(INV) starred_actors]--> Dr. Goldfoot and the Girl Bombs --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by matt adler
Start Entity:     Matt Adler
Gold Answer:      [['Strathford Hamilton']]
Predicted Ans:    Strathford Hamilton
Predicted Path:   Matt Adler --[(INV) starred_actors]--> Diving In --[directed_by]--> Strathford Hamilton
Path (Raw):       Matt Adler --[No Operation]--> Matt Adler --[(INV) starred_actors]--> Diving In --[directed_by]--> Strathford Hamilton
Neg LogProb(↓):   0.013377
Path Entropy(↓):  0.070615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of mr. bean's holiday
Start Entity:     Mr. Bean's Holiday
Gold Answer:      [['Bean']]
Predicted Ans:    Bean
Predicted Path:   Mr. Bean's Holiday --[written_by]--> Rowan Atkinson --[(INV) written_by]--> Bean
Path (Raw):       Mr. Bean's Holiday --[written_by]--> Rowan Atkinson --[(INV) written_by]--> Bean --[No Operation]--> Bean
Neg LogProb(↓):   0.022657
Path Entropy(↓):  0.123925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does rita jenrette appear in
Start Entity:     Rita Jenrette
Gold Answer:      [['Zombie Island Massacre']]
Predicted Ans:    Zombie Island Massacre
Predicted Path:   Rita Jenrette --[(INV) starred_actors]--> Zombie Island Massacre --[starred_actors]--> Rita Jenrette --[(INV) starred_actors]--> Zombie Island Massacre
Path (Raw):       Rita Jenrette --[(INV) starred_actors]--> Zombie Island Massacre --[starred_actors]--> Rita Jenrette --[(INV) starred_actors]--> Zombie Island Massacre
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of lulu on the bridge
Start Entity:     Lulu on the Bridge
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Lulu on the Bridge --[written_by]--> Paul Auster --[(INV) written_by]--> Lulu on the Bridge --[has_genre]--> Drama
Path (Raw):       Lulu on the Bridge --[written_by]--> Paul Auster --[(INV) written_by]--> Lulu on the Bridge --[has_genre]--> Drama
Neg LogProb(↓):   0.544626
Path Entropy(↓):  0.788893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by gretchen mol fall under
Start Entity:     Gretchen Mol
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Gretchen Mol --[(INV) starred_actors]--> The Thirteenth Floor --[has_genre]--> Thriller
Path (Raw):       Gretchen Mol --[No Operation]--> Gretchen Mol --[(INV) starred_actors]--> The Thirteenth Floor --[has_genre]--> Thriller
Neg LogProb(↓):   0.001929
Path Entropy(↓):  0.015056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by hattie dalton were released in which years
Start Entity:     Hattie Dalton
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Hattie Dalton --[(INV) directed_by]--> Third Star --[release_year]--> 2010
Path (Raw):       Hattie Dalton --[No Operation]--> Hattie Dalton --[(INV) directed_by]--> Third Star --[release_year]--> 2010
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with mr. holland's opus fall under
Start Entity:     Mr. Holland's Opus
Gold Answer:      [['Family', 'Music', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Mr. Holland's Opus --[directed_by]--> Stephen Herek --[(INV) directed_by]--> Man of the House --[has_genre]--> Comedy
Path (Raw):       Mr. Holland's Opus --[directed_by]--> Stephen Herek --[(INV) directed_by]--> Man of the House --[has_genre]--> Comedy
Neg LogProb(↓):   1.186554
Path Entropy(↓):  1.696700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by arsinee khanjian were in which genres
Start Entity:     Arsinée Khanjian
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Arsinée Khanjian --[(INV) starred_actors]--> Ararat --[has_genre]--> Drama
Path (Raw):       Arsinée Khanjian --[No Operation]--> Arsinée Khanjian --[(INV) starred_actors]--> Ararat --[has_genre]--> Drama
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the people under the stairs
Start Entity:     The People Under the Stairs
Gold Answer:      [['1988', '2009', '1972', '2001', '1989', '2010', '1982', '2006', '1981', '1984', '1977']]
Predicted Ans:    2006
Predicted Path:   The People Under the Stairs --[written_by]--> Wes Craven --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       The People Under the Stairs --[written_by]--> Wes Craven --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.946451
Path Entropy(↓):  1.839748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of veronica mars
Start Entity:     Veronica Mars
Gold Answer:      [['The Lifeguard', 'You Again', 'Pulse', 'Forgetting Sarah Marshall', 'Frozen', 'Hit and Run', 'When in Rome', "Gracie's Choice", 'Serious Moonlight']]
Predicted Ans:    Pulse
Predicted Path:   Veronica Mars --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Pulse
Path (Raw):       Veronica Mars --[starred_actors]--> Kristen Bell --[No Operation]--> Kristen Bell --[(INV) starred_actors]--> Pulse
Neg LogProb(↓):   0.841070
Path Entropy(↓):  1.357496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film clip released
Start Entity:     Clip
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Clip --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       Clip --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   2.953126
Path Entropy(↓):  4.327211
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by stefania rocca
Start Entity:     Stefania Rocca
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Stefania Rocca --[(INV) starred_actors]--> The Card Player --[in_language]--> Italian
Path (Raw):       Stefania Rocca --[No Operation]--> Stefania Rocca --[(INV) starred_actors]--> The Card Player --[in_language]--> Italian
Neg LogProb(↓):   0.148250
Path Entropy(↓):  0.400921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by matthew barney
Start Entity:     Matthew Barney
Gold Answer:      [['Destricted', 'Drawing Restraint 9']]
Predicted Ans:    Destricted
Predicted Path:   Matthew Barney --[(INV) directed_by]--> Destricted --[directed_by]--> Marilyn Minter --[(INV) directed_by]--> Destricted
Path (Raw):       Matthew Barney --[(INV) directed_by]--> Destricted --[directed_by]--> Marilyn Minter --[(INV) directed_by]--> Destricted
Neg LogProb(↓):   0.997165
Path Entropy(↓):  1.371985
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of pride and glory
Start Entity:     Pride and Glory
Gold Answer:      [['Kimberly J. Brown', 'Tom Hardy', "Gavin O'Connor", 'Jennifer Morrison', 'Nick Nolte', 'Joel Edgerton', 'Janet McTeer', 'Jay O. Sanders']]
Predicted Ans:    Jon Voight
Predicted Path:   Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Pride and Glory --[starred_actors]--> Jon Voight
Path (Raw):       Pride and Glory --[written_by]--> Gavin O'Connor --[(INV) written_by]--> Pride and Glory --[starred_actors]--> Jon Voight
Neg LogProb(↓):   0.626737
Path Entropy(↓):  1.084699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie did baya kasmi write
Start Entity:     Baya Kasmi
Gold Answer:      [['The Names of Love']]
Predicted Ans:    The Names of Love
Predicted Path:   Baya Kasmi --[(INV) written_by]--> The Names of Love --[written_by]--> Michel Leclerc --[(INV) written_by]--> The Names of Love
Path (Raw):       Baya Kasmi --[(INV) written_by]--> The Names of Love --[written_by]--> Michel Leclerc --[(INV) written_by]--> The Names of Love
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with my wife's relations fall under
Start Entity:     My Wife's Relations
Gold Answer:      [['Western', 'Musical', 'Short', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   My Wife's Relations --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[has_genre]--> Comedy
Path (Raw):       My Wife's Relations --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> The Goat --[has_genre]--> Comedy
Neg LogProb(↓):   0.682655
Path Entropy(↓):  1.849626
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in faith school menace?
Start Entity:     Faith School Menace?
Gold Answer:      [['Richard Dawkins']]
Predicted Ans:    Richard Dawkins
Predicted Path:   Faith School Menace? --[starred_actors]--> Richard Dawkins --[(INV) starred_actors]--> Faith School Menace? --[starred_actors]--> Richard Dawkins
Path (Raw):       Faith School Menace? --[starred_actors]--> Richard Dawkins --[(INV) starred_actors]--> Faith School Menace? --[starred_actors]--> Richard Dawkins
Neg LogProb(↓):   0.016351
Path Entropy(↓):  0.088685
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the green hornet director
Start Entity:     The Green Hornet
Gold Answer:      [['Charlie Kaufman', 'Michel Gondry', 'Leos Carax', 'Luc Bossi', 'Boris Vian', 'Pierre Bismuth']]
Predicted Ans:    Michel Gondry
Predicted Path:   The Green Hornet --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[written_by]--> Michel Gondry
Path (Raw):       The Green Hornet --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[written_by]--> Michel Gondry
Neg LogProb(↓):   0.526030
Path Entropy(↓):  1.244399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by cop out actors
Start Entity:     Cop Out
Gold Answer:      [['English', 'Spanish', 'German']]
Predicted Ans:    English
Predicted Path:   Cop Out --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Path (Raw):       Cop Out --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.113005
Path Entropy(↓):  0.340417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with rosemary forsyth
Start Entity:     Rosemary Forsyth
Gold Answer:      [['Ruth Gordon', 'Maurice Evans', 'Richard Boone', 'Charlton Heston', 'Robert Fuller', 'Geraldine Page']]
Predicted Ans:    Charlton Heston
Predicted Path:   Rosemary Forsyth --[(INV) starred_actors]--> The War Lord --[starred_actors]--> Charlton Heston
Path (Raw):       Rosemary Forsyth --[No Operation]--> Rosemary Forsyth --[(INV) starred_actors]--> The War Lord --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.005284
Path Entropy(↓):  0.032932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of in two minds
Start Entity:     In Two Minds
Gold Answer:      [['Ken Loach']]
Predicted Ans:    Ken Loach
Predicted Path:   In Two Minds --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[directed_by]--> Ken Loach
Path (Raw):       In Two Minds --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.711708
Path Entropy(↓):  1.037728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by lee david zlotoff
Start Entity:     Lee David Zlotoff
Gold Answer:      [['1986', '1996']]
Predicted Ans:    1986
Predicted Path:   Lee David Zlotoff --[(INV) written_by]--> Link --[release_year]--> 1986
Path (Raw):       Lee David Zlotoff --[No Operation]--> Lee David Zlotoff --[(INV) written_by]--> Link --[release_year]--> 1986
Neg LogProb(↓):   0.000739
Path Entropy(↓):  0.006078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with gail parent
Start Entity:     Gail Parent
Gold Answer:      [['Dyan Sheldon']]
Predicted Ans:    Gail Parent
Predicted Path:   Gail Parent --[(INV) written_by]--> Confessions of a Teenage Drama Queen --[written_by]--> Gail Parent
Path (Raw):       Gail Parent --[No Operation]--> Gail Parent --[(INV) written_by]--> Confessions of a Teenage Drama Queen --[written_by]--> Gail Parent
Neg LogProb(↓):   0.085489
Path Entropy(↓):  0.290226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same actor of saawariya
Start Entity:     Saawariya
Gold Answer:      [['Barfi!', 'Kuch Kuch Hota Hai', 'Black', 'Bunty Aur Babli', 'Yeh Jawaani Hai Deewani', 'Veer-Zaara', 'Wanted', 'Mujhse Shaadi Karogi', 'Chalte Chalte', 'Raajneeti', 'Paheli', 'Tere Naam', 'Hum Tum', 'Delhi-6', 'Hum Tumhare Hain Sanam', 'Mujhse Dosti Karoge!', 'Raanjhanaa', 'Bhaag Milkha Bhaag', 'Karan Arjun', 'Chori Chori Chupke Chupke', 'Dabangg 2']]
Predicted Ans:    Bhaag Milkha Bhaag
Predicted Path:   Saawariya --[starred_actors]--> Sonam Kapoor --[(INV) starred_actors]--> Bhaag Milkha Bhaag
Path (Raw):       Saawariya --[starred_actors]--> Sonam Kapoor --[No Operation]--> Sonam Kapoor --[(INV) starred_actors]--> Bhaag Milkha Bhaag
Neg LogProb(↓):   0.150114
Path Entropy(↓):  0.620909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the island of dr. moreau were directed by who
Start Entity:     The Island of Dr. Moreau
Gold Answer:      [['Simon Wells', 'Damon Thomas', 'Richard Stanley', 'David Gregory', 'Douglas Buck', 'Tom Savini', 'Buddy Giovinazzo', 'Karim Hussain', 'George Pal', 'Bert I. Gordon', 'David Lean']]
Predicted Ans:    John Frankenheimer
Predicted Path:   The Island of Dr. Moreau --[written_by]--> Ron Hutchinson --[(INV) written_by]--> The Island of Dr. Moreau --[directed_by]--> John Frankenheimer
Path (Raw):       The Island of Dr. Moreau --[written_by]--> Ron Hutchinson --[(INV) written_by]--> The Island of Dr. Moreau --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   1.464822
Path Entropy(↓):  2.164136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films was haruki kadokawa a writer on
Start Entity:     Haruki Kadokawa
Gold Answer:      [['Heaven and Earth']]
Predicted Ans:    Heaven and Earth
Predicted Path:   Haruki Kadokawa --[(INV) written_by]--> Heaven and Earth --[written_by]--> Haruki Kadokawa --[(INV) written_by]--> Heaven and Earth
Path (Raw):       Haruki Kadokawa --[(INV) written_by]--> Heaven and Earth --[written_by]--> Haruki Kadokawa --[(INV) written_by]--> Heaven and Earth
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film alvin and the chipmunks
Start Entity:     Alvin and the Chipmunks
Gold Answer:      [['William Goldman', 'Doug Ellin', 'Lawrence Kasdan', 'Stephen King', 'Stephen Mazur', 'Paul Guay', 'Todd Berger', 'Kevin Smith', 'Robert Dunn', 'David Cross', 'Zak Penn']]
Predicted Ans:    Ross Bagdasarian
Predicted Path:   Alvin and the Chipmunks --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[written_by]--> Ross Bagdasarian
Path (Raw):       Alvin and the Chipmunks --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks --[written_by]--> Ross Bagdasarian
Neg LogProb(↓):   0.025018
Path Entropy(↓):  0.129217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of family life
Start Entity:     Family Life
Gold Answer:      [['Hidden Agenda', 'Kes', 'Riff-Raff', 'In Two Minds', 'Looking for Eric', 'Route Irish', 'My Name Is Joe', "Jimmy's Hall", 'The Navigators', "Carla's Song", 'Sweet Sixteen', 'Tickets', 'Cathy Come Home', 'The Big Flame', 'The Wind That Shakes the Barley', 'Bread and Roses', "It's a Free World...", 'Land and Freedom', "The Angels' Share", 'Raining Stones']]
Predicted Ans:    The Wind That Shakes the Barley
Predicted Path:   Family Life --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley
Path (Raw):       Family Life --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[No Operation]--> The Wind That Shakes the Barley
Neg LogProb(↓):   0.340157
Path Entropy(↓):  1.081112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by richard pryor in
Start Entity:     Richard Pryor
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Richard Pryor --[(INV) written_by]--> Blazing Saddles --[has_genre]--> Comedy
Path (Raw):       Richard Pryor --[No Operation]--> Richard Pryor --[(INV) written_by]--> Blazing Saddles --[has_genre]--> Comedy
Neg LogProb(↓):   0.048226
Path Entropy(↓):  0.223414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of speedway junky
Start Entity:     Speedway Junky
Gold Answer:      [['Nickolas Perry']]
Predicted Ans:    Nickolas Perry
Predicted Path:   Speedway Junky --[directed_by]--> Nickolas Perry --[(INV) directed_by]--> Speedway Junky --[directed_by]--> Nickolas Perry
Path (Raw):       Speedway Junky --[directed_by]--> Nickolas Perry --[(INV) directed_by]--> Speedway Junky --[directed_by]--> Nickolas Perry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film find me guilty were in which languages
Start Entity:     Find Me Guilty
Gold Answer:      [['Russian', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Find Me Guilty --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> Los Bandoleros --[in_language]--> Spanish
Path (Raw):       Find Me Guilty --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> Los Bandoleros --[in_language]--> Spanish
Neg LogProb(↓):   0.006072
Path Entropy(↓):  0.041950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by lucy hale
Start Entity:     Lucy Hale
Gold Answer:      [['Fantasy', 'Thriller']]
Predicted Ans:    Fantasy
Predicted Path:   Lucy Hale --[(INV) starred_actors]--> Secret of the Wings --[has_genre]--> Fantasy
Path (Raw):       Lucy Hale --[No Operation]--> Lucy Hale --[(INV) starred_actors]--> Secret of the Wings --[has_genre]--> Fantasy
Neg LogProb(↓):   0.046399
Path Entropy(↓):  0.199559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of big bad love
Start Entity:     Big Bad Love
Gold Answer:      [['Ronnie Gene Blevins', 'Susan Sarandon', 'Nicolas Cage', 'Tye Sheridan']]
Predicted Ans:    Debra Winger
Predicted Path:   Big Bad Love --[written_by]--> Larry Brown --[(INV) written_by]--> Big Bad Love --[starred_actors]--> Debra Winger
Path (Raw):       Big Bad Love --[written_by]--> Larry Brown --[(INV) written_by]--> Big Bad Love --[starred_actors]--> Debra Winger
Neg LogProb(↓):   0.024115
Path Entropy(↓):  0.115529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of a haunted house 2 were directed by who
Start Entity:     A Haunted House 2
Gold Answer:      [['Michael Tiddes', 'Keenen Ivory Wayans', 'David Zucker', 'Paris Barclay']]
Predicted Ans:    Paris Barclay
Predicted Path:   A Haunted House 2 --[written_by]--> Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[directed_by]--> Paris Barclay
Path (Raw):       A Haunted House 2 --[written_by]--> Marlon Wayans --[(INV) written_by]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[directed_by]--> Paris Barclay
Neg LogProb(↓):   0.004549
Path Entropy(↓):  0.033365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in silent night, bloody night
Start Entity:     Silent Night, Bloody Night
Gold Answer:      [['Mary Woronov', "Patrick O'Neal"]]
Predicted Ans:    Mary Woronov
Predicted Path:   Silent Night, Bloody Night --[starred_actors]--> Mary Woronov --[(INV) starred_actors]--> The House of the Devil --[starred_actors]--> Mary Woronov
Path (Raw):       Silent Night, Bloody Night --[starred_actors]--> Mary Woronov --[(INV) starred_actors]--> The House of the Devil --[starred_actors]--> Mary Woronov
Neg LogProb(↓):   0.442646
Path Entropy(↓):  0.663807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the east starred which actors
Start Entity:     The East
Gold Answer:      [['Alexander Skarsgård', 'Brit Marling', 'Ellen Page']]
Predicted Ans:    Ellen Page
Predicted Path:   The East --[starred_actors]--> Ellen Page --[(INV) starred_actors]--> The East --[starred_actors]--> Ellen Page
Path (Raw):       The East --[starred_actors]--> Ellen Page --[(INV) starred_actors]--> The East --[starred_actors]--> Ellen Page
Neg LogProb(↓):   0.558498
Path Entropy(↓):  1.268792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed rookie of the year
Start Entity:     Rookie of the Year
Gold Answer:      [['Daniel Stern']]
Predicted Ans:    Greg Beeman
Predicted Path:   Rookie of the Year --[directed_by]--> Daniel Stern --[(INV) starred_actors]--> Bushwhacked --[directed_by]--> Greg Beeman
Path (Raw):       Rookie of the Year --[directed_by]--> Daniel Stern --[(INV) starred_actors]--> Bushwhacked --[directed_by]--> Greg Beeman
Neg LogProb(↓):   0.249485
Path Entropy(↓):  0.760374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the galaxy quest director release
Start Entity:     Galaxy Quest
Gold Answer:      [['1998', '2005', '1977']]
Predicted Ans:    2005
Predicted Path:   Galaxy Quest --[directed_by]--> Dean Parisot --[(INV) directed_by]--> Fun with Dick and Jane --[release_year]--> 2005
Path (Raw):       Galaxy Quest --[directed_by]--> Dean Parisot --[(INV) directed_by]--> Fun with Dick and Jane --[release_year]--> 2005
Neg LogProb(↓):   0.434706
Path Entropy(↓):  0.932116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by robert vernay
Start Entity:     Robert Vernay
Gold Answer:      [['Alexandre Dumas père', 'Georges Neveux', 'Rowland V. Lee']]
Predicted Ans:    Rowland V. Lee
Predicted Path:   Robert Vernay --[(INV) directed_by]--> The Count of Monte Cristo --[directed_by]--> Rowland V. Lee
Path (Raw):       Robert Vernay --[No Operation]--> Robert Vernay --[(INV) directed_by]--> The Count of Monte Cristo --[directed_by]--> Rowland V. Lee
Neg LogProb(↓):   0.384858
Path Entropy(↓):  1.066902
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of moonlight serenade also directed which films
Start Entity:     Moonlight Serenade
Gold Answer:      [['Samurai Spy', 'Pale Flower', 'Double Suicide', 'Silence']]
Predicted Ans:    Moonlight Serenade
Predicted Path:   Moonlight Serenade --[directed_by]--> Masahiro Shinoda --[(INV) directed_by]--> Moonlight Serenade
Path (Raw):       Moonlight Serenade --[directed_by]--> Masahiro Shinoda --[(INV) directed_by]--> Moonlight Serenade --[No Operation]--> Moonlight Serenade
Neg LogProb(↓):   1.310319
Path Entropy(↓):  1.520184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of exiled
Start Entity:     Exiled
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Exiled --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Exiled --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.741434
Path Entropy(↓):  4.591279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of leopold jacobson
Start Entity:     Leopold Jacobson
Gold Answer:      [['Hans Müller', 'Samson Raphaelson', 'Ernest Vajda']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Leopold Jacobson --[(INV) written_by]--> The Smiling Lieutenant --[directed_by]--> Ernst Lubitsch
Path (Raw):       Leopold Jacobson --[No Operation]--> Leopold Jacobson --[(INV) written_by]--> The Smiling Lieutenant --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.036950
Path Entropy(↓):  0.156968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film somebody up there likes me are written by who
Start Entity:     Somebody Up There Likes Me
Gold Answer:      [['Matthew McDuffie', 'Jay DiPietro', 'Jim Beggarly', 'Arie Posin', 'Bill Bryson']]
Predicted Ans:    Jim Beggarly
Predicted Path:   Somebody Up There Likes Me --[starred_actors]--> Jess Weixler --[(INV) starred_actors]--> Free Samples --[written_by]--> Jim Beggarly
Path (Raw):       Somebody Up There Likes Me --[starred_actors]--> Jess Weixler --[(INV) starred_actors]--> Free Samples --[written_by]--> Jim Beggarly
Neg LogProb(↓):   0.203191
Path Entropy(↓):  0.685356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of monsieur hire
Start Entity:     Monsieur Hire
Gold Answer:      [['Cédric Kahn', 'Patrice Leconte', 'Béla Tarr', 'Rodney Gibbons', 'Ágnes Hranitzky', 'Rodrigo Cortés', 'Claude Chabrol', 'Phil Karlson']]
Predicted Ans:    Patrice Leconte
Predicted Path:   Monsieur Hire --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[directed_by]--> Patrice Leconte
Path (Raw):       Monsieur Hire --[written_by]--> Patrice Leconte --[(INV) written_by]--> Monsieur Hire --[directed_by]--> Patrice Leconte
Neg LogProb(↓):   0.738192
Path Entropy(↓):  1.173164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of roland topor written films
Start Entity:     Roland Topor
Gold Answer:      [['Roman Polanski', 'René Laloux']]
Predicted Ans:    Werner Herzog
Predicted Path:   Roland Topor --[(INV) starred_actors]--> Nosferatu the Vampyre --[directed_by]--> Werner Herzog
Path (Raw):       Roland Topor --[No Operation]--> Roland Topor --[(INV) starred_actors]--> Nosferatu the Vampyre --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.351349
Path Entropy(↓):  0.615893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose writers also wrote the gods must be crazy
Start Entity:     The Gods Must Be Crazy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Gods Must Be Crazy --[written_by]--> Jamie Uys --[(INV) written_by]--> The Gods Must Be Crazy --[has_genre]--> Comedy
Path (Raw):       The Gods Must Be Crazy --[written_by]--> Jamie Uys --[(INV) written_by]--> The Gods Must Be Crazy --[has_genre]--> Comedy
Neg LogProb(↓):   0.043938
Path Entropy(↓):  0.177881
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of john quaintance written films
Start Entity:     John Quaintance
Gold Answer:      [['Martha Coolidge']]
Predicted Ans:    Martha Coolidge
Predicted Path:   John Quaintance --[(INV) written_by]--> Material Girls --[directed_by]--> Martha Coolidge
Path (Raw):       John Quaintance --[No Operation]--> John Quaintance --[(INV) written_by]--> Material Girls --[directed_by]--> Martha Coolidge
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film golden earrings were in which genres
Start Entity:     Golden Earrings
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Crime', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Golden Earrings --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Morocco --[has_genre]--> Drama
Path (Raw):       Golden Earrings --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Morocco --[has_genre]--> Drama
Neg LogProb(↓):   0.693986
Path Entropy(↓):  1.596879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of alex cross
Start Entity:     Alex Cross
Gold Answer:      [['Lee Tamahori', 'Gary Fleder']]
Predicted Ans:    Lee Tamahori
Predicted Path:   Alex Cross --[written_by]--> James Patterson --[(INV) written_by]--> Along Came a Spider --[directed_by]--> Lee Tamahori
Path (Raw):       Alex Cross --[written_by]--> James Patterson --[(INV) written_by]--> Along Came a Spider --[directed_by]--> Lee Tamahori
Neg LogProb(↓):   0.026148
Path Entropy(↓):  0.121123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed j. edgar
Start Entity:     J. Edgar
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1977', '2009', '2010', '2004', '1982', '1973', '2014', '1983', '1995', '1976', '1971', '1990', '2002', '1988', '2000', '1997', '1975', '1999', '1986']]
Predicted Ans:    1976
Predicted Path:   J. Edgar --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> The Outlaw Josey Wales --[release_year]--> 1976
Path (Raw):       J. Edgar --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> The Outlaw Josey Wales --[release_year]--> 1976
Neg LogProb(↓):   1.616977
Path Entropy(↓):  2.681435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie across to singapore were in which genres
Start Entity:     Across to Singapore
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Across to Singapore --[directed_by]--> William Nigh --[(INV) directed_by]--> Across to Singapore --[has_genre]--> Drama
Path (Raw):       Across to Singapore --[directed_by]--> William Nigh --[(INV) directed_by]--> Across to Singapore --[has_genre]--> Drama
Neg LogProb(↓):   0.000678
Path Entropy(↓):  0.005884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by klaus kinski
Start Entity:     Klaus Kinski
Gold Answer:      [['Don Keith Opper', 'Georg Büchner', 'Josh Stolberg', 'Werner Herzog', 'Justin Dix', 'Adam Patrick Foster', 'Eddie Baroo', 'Bruce Chatwin', 'Augusto Caminito', 'David Schmoeller']]
Predicted Ans:    Werner Herzog
Predicted Path:   Klaus Kinski --[(INV) starred_actors]--> Nosferatu the Vampyre --[written_by]--> Werner Herzog
Path (Raw):       Klaus Kinski --[No Operation]--> Klaus Kinski --[(INV) starred_actors]--> Nosferatu the Vampyre --[written_by]--> Werner Herzog
Neg LogProb(↓):   0.932263
Path Entropy(↓):  1.349065
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of worlds apart was
Start Entity:     Worlds Apart
Gold Answer:      [['Niels Arden Oplev']]
Predicted Ans:    Niels Arden Oplev
Predicted Path:   Worlds Apart --[directed_by]--> Niels Arden Oplev --[(INV) directed_by]--> Worlds Apart --[directed_by]--> Niels Arden Oplev
Path (Raw):       Worlds Apart --[directed_by]--> Niels Arden Oplev --[(INV) directed_by]--> Worlds Apart --[directed_by]--> Niels Arden Oplev
Neg LogProb(↓):   0.000119
Path Entropy(↓):  0.001284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mona mckinnon appears in which movies
Start Entity:     Mona McKinnon
Gold Answer:      [['Plan 9 from Outer Space']]
Predicted Ans:    Plan 9 from Outer Space
Predicted Path:   Mona McKinnon --[(INV) starred_actors]--> Plan 9 from Outer Space --[starred_actors]--> Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space
Path (Raw):       Mona McKinnon --[(INV) starred_actors]--> Plan 9 from Outer Space --[starred_actors]--> Gregory Walcott --[(INV) starred_actors]--> Plan 9 from Outer Space
Neg LogProb(↓):   0.001184
Path Entropy(↓):  0.009975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of drew barrymore acted films
Start Entity:     Drew Barrymore
Gold Answer:      [['Michael Sucsy', 'Frank Coraci', 'Dean Parisot', 'Kirk Jones', 'Antonia Bird', 'Katt Shea', 'Lewis Teague', 'Woody Allen', 'George Clooney', 'Giuseppe Tornatore', 'Karl Freund', 'Meiert Avis', 'Wes Craven', 'Penny Marshall', 'Nanette Burstein', 'Danny DeVito', 'Herbert Ross', 'Raja Gosnell', 'Curtis Hanson', 'Vicente Aranda', 'Mark Griffiths', 'McG', 'Peter Segal', 'Kiyoshi Kurosawa', 'Mark L. Lester', 'Tamra Davis', 'Jonathan Kaplan']]
Predicted Ans:    Kirk Jones
Predicted Path:   Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Path (Raw):       Drew Barrymore --[No Operation]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Neg LogProb(↓):   0.194581
Path Entropy(↓):  0.772973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by floria sigismondi released
Start Entity:     Floria Sigismondi
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Floria Sigismondi --[(INV) directed_by]--> The Runaways --[release_year]--> 2010
Path (Raw):       Floria Sigismondi --[No Operation]--> Floria Sigismondi --[(INV) directed_by]--> The Runaways --[release_year]--> 2010
Neg LogProb(↓):   0.000220
Path Entropy(↓):  0.002118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by master p
Start Entity:     Master P
Gold Answer:      [['1998', '1999']]
Predicted Ans:    1999
Predicted Path:   Master P --[(INV) written_by]--> Foolish --[release_year]--> 1999
Path (Raw):       Master P --[No Operation]--> Master P --[(INV) written_by]--> Foolish --[release_year]--> 1999
Neg LogProb(↓):   0.087927
Path Entropy(↓):  0.288898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie dog pound
Start Entity:     Dog Pound
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Dog Pound --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Dog Pound --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.421432
Path Entropy(↓):  4.023984
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie beau geste
Start Entity:     Beau Geste
Gold Answer:      [['1954', '1976', '1937']]
Predicted Ans:    1954
Predicted Path:   Beau Geste --[written_by]--> Robert Carson --[(INV) written_by]--> A Star Is Born --[release_year]--> 1954
Path (Raw):       Beau Geste --[written_by]--> Robert Carson --[(INV) written_by]--> A Star Is Born --[release_year]--> 1954
Neg LogProb(↓):   1.743831
Path Entropy(↓):  2.039508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by gadi harel
Start Entity:     Gadi Harel
Gold Answer:      [['Trent Haaga']]
Predicted Ans:    Trent Haaga
Predicted Path:   Gadi Harel --[(INV) directed_by]--> Deadgirl --[written_by]--> Trent Haaga
Path (Raw):       Gadi Harel --[No Operation]--> Gadi Harel --[(INV) directed_by]--> Deadgirl --[written_by]--> Trent Haaga
Neg LogProb(↓):   0.466159
Path Entropy(↓):  0.667457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by richard basehart were directed by who
Start Entity:     Richard Basehart
Gold Answer:      [['Robert Wise', 'George C. Scott', 'Federico Fellini', 'Henry Hathaway', 'Paco Cabezas', 'John Huston', 'Sally Potter', 'John Berry', 'Anatole Litvak']]
Predicted Ans:    Federico Fellini
Predicted Path:   Richard Basehart --[(INV) starred_actors]--> La Strada --[directed_by]--> Federico Fellini
Path (Raw):       Richard Basehart --[No Operation]--> Richard Basehart --[(INV) starred_actors]--> La Strada --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.489559
Path Entropy(↓):  0.936188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was forbidden planet written by
Start Entity:     Forbidden Planet
Gold Answer:      [['Cyril Hume']]
Predicted Ans:    Cyril Hume
Predicted Path:   Forbidden Planet --[written_by]--> Cyril Hume --[(INV) written_by]--> Flying Down to Rio --[written_by]--> Cyril Hume
Path (Raw):       Forbidden Planet --[written_by]--> Cyril Hume --[(INV) written_by]--> Flying Down to Rio --[written_by]--> Cyril Hume
Neg LogProb(↓):   0.109356
Path Entropy(↓):  0.469461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the ultimate warrior
Start Entity:     The Ultimate Warrior
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   The Ultimate Warrior --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       The Ultimate Warrior --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   1.831625
Path Entropy(↓):  3.214253
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by family drama
Start Entity:     family drama
Gold Answer:      [['The Love of Siam']]
Predicted Ans:    The Love of Siam
Predicted Path:   family drama --[(INV) has_tags]--> The Love of Siam --[has_tags]--> family drama --[(INV) has_tags]--> The Love of Siam
Path (Raw):       family drama --[(INV) has_tags]--> The Love of Siam --[has_tags]--> family drama --[(INV) has_tags]--> The Love of Siam
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of 12 was who
Start Entity:     12
Gold Answer:      [['Nikita Mikhalkov']]
Predicted Ans:    Nikita Mikhalkov
Predicted Path:   12 --[directed_by]--> Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[directed_by]--> Nikita Mikhalkov
Path (Raw):       12 --[directed_by]--> Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[directed_by]--> Nikita Mikhalkov
Neg LogProb(↓):   0.003221
Path Entropy(↓):  0.021681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by edmund joseph
Start Entity:     Edmund Joseph
Gold Answer:      [['Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Edmund Joseph --[(INV) written_by]--> Yankee Doodle Dandy --[directed_by]--> Michael Curtiz
Path (Raw):       Edmund Joseph --[No Operation]--> Edmund Joseph --[(INV) written_by]--> Yankee Doodle Dandy --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed crime and punishment
Start Entity:     Crime and Punishment
Gold Answer:      [['John Dos Passos', 'Carl Zuckmayer', 'Manuel Komroff', 'Menahem Golan', 'John Monk Saunders', 'Robert Liebmann', 'Heinrich Mann', 'Karl Vollmöller', 'Aki Kaurismäki', 'Benno Vigny', 'Stirling Silliphant', 'John Colton', 'Herman J. Mankiewicz', 'Sylvester Stallone', 'Harry Hervey', 'Mohsen Makhmalbaf', 'Juhani Aho', 'Samira Makhmalbaf', 'Henri Murger', 'John F. Goodrich', 'Len Wiseman', 'Jules Furthman', 'Josef von Sternberg', 'Pierre Louÿs']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Crime and Punishment --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Lights in the Dusk --[written_by]--> Aki Kaurismäki
Path (Raw):       Crime and Punishment --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Lights in the Dusk --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   1.012180
Path Entropy(↓):  1.838493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of doppelganger were directed by who
Start Entity:     Doppelganger
Gold Answer:      [['Erik Van Looy', 'Kiyoshi Kurosawa', 'Paul Golding', 'Jim Sonzero']]
Predicted Ans:    Kiyoshi Kurosawa
Predicted Path:   Doppelganger --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Bright Future --[directed_by]--> Kiyoshi Kurosawa
Path (Raw):       Doppelganger --[written_by]--> Kiyoshi Kurosawa --[(INV) written_by]--> Bright Future --[directed_by]--> Kiyoshi Kurosawa
Neg LogProb(↓):   0.166967
Path Entropy(↓):  0.656343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does doug collins star in
Start Entity:     Doug Collins
Gold Answer:      [['Michael Jordan to the Max']]
Predicted Ans:    Space Jam
Predicted Path:   Doug Collins --[(INV) starred_actors]--> Michael Jordan to the Max --[starred_actors]--> Michael Jordan --[(INV) starred_actors]--> Space Jam
Path (Raw):       Doug Collins --[(INV) starred_actors]--> Michael Jordan to the Max --[starred_actors]--> Michael Jordan --[(INV) starred_actors]--> Space Jam
Neg LogProb(↓):   0.839894
Path Entropy(↓):  1.042328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by kingsley amis in
Start Entity:     Kingsley Amis
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kingsley Amis --[(INV) written_by]--> Take a Girl Like You --[has_genre]--> Comedy
Path (Raw):       Kingsley Amis --[No Operation]--> Kingsley Amis --[(INV) written_by]--> Take a Girl Like You --[has_genre]--> Comedy
Neg LogProb(↓):   0.009688
Path Entropy(↓):  0.054348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of wayne morris starred movies
Start Entity:     Wayne Morris
Gold Answer:      [['Seton I. Miller', 'William J. Makin']]
Predicted Ans:    William J. Makin
Predicted Path:   Wayne Morris --[(INV) starred_actors]--> The Return of Doctor X --[written_by]--> William J. Makin
Path (Raw):       Wayne Morris --[No Operation]--> Wayne Morris --[(INV) starred_actors]--> The Return of Doctor X --[written_by]--> William J. Makin
Neg LogProb(↓):   0.000245
Path Entropy(↓):  0.002302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed a scene at the sea
Start Entity:     A Scene at the Sea
Gold Answer:      [['2000', '2009', '2008', '1990', '2005', '1989', '1993', '2010', '1996', '1973', '1999', '2002', '1987', '2012', '2007']]
Predicted Ans:    1999
Predicted Path:   A Scene at the Sea --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Kikujiro --[release_year]--> 1999
Path (Raw):       A Scene at the Sea --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Kikujiro --[release_year]--> 1999
Neg LogProb(↓):   1.060912
Path Entropy(↓):  1.559109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of sex and death 101
Start Entity:     Sex and Death 101
Gold Answer:      [['Daniel Waters']]
Predicted Ans:    Daniel Waters
Predicted Path:   Sex and Death 101 --[written_by]--> Daniel Waters --[(INV) written_by]--> Vampire Academy --[written_by]--> Daniel Waters
Path (Raw):       Sex and Death 101 --[written_by]--> Daniel Waters --[(INV) written_by]--> Vampire Academy --[written_by]--> Daniel Waters
Neg LogProb(↓):   0.786475
Path Entropy(↓):  1.311179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie critters 4 were in which genres
Start Entity:     Critters 4
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Critters 4 --[written_by]--> Rupert Harvey --[(INV) written_by]--> Critters 4 --[has_genre]--> Comedy
Path (Raw):       Critters 4 --[written_by]--> Rupert Harvey --[(INV) written_by]--> Critters 4 --[has_genre]--> Comedy
Neg LogProb(↓):   0.234686
Path Entropy(↓):  0.749699
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who appeared in the same movie with sylvia hoeks
Start Entity:     Sylvia Hoeks
Gold Answer:      [['Donald Sutherland', 'Geoffrey Rush', 'Jim Sturgess']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Sylvia Hoeks --[(INV) starred_actors]--> The Best Offer --[starred_actors]--> Donald Sutherland
Path (Raw):       Sylvia Hoeks --[No Operation]--> Sylvia Hoeks --[(INV) starred_actors]--> The Best Offer --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.009661
Path Entropy(↓):  0.056854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by steven strait in
Start Entity:     Steven Strait
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Steven Strait --[(INV) starred_actors]--> The Covenant --[has_genre]--> Action
Path (Raw):       Steven Strait --[No Operation]--> Steven Strait --[(INV) starred_actors]--> The Covenant --[has_genre]--> Action
Neg LogProb(↓):   0.002007
Path Entropy(↓):  0.014456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by jørgen leth in
Start Entity:     Jørgen Leth
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Jørgen Leth --[(INV) written_by]--> The Five Obstructions --[in_language]--> Danish
Path (Raw):       Jørgen Leth --[No Operation]--> Jørgen Leth --[(INV) written_by]--> The Five Obstructions --[in_language]--> Danish
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in gospa
Start Entity:     Gospa
Gold Answer:      [['Documentary', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Gospa --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       Gospa --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.586304
Path Entropy(↓):  1.207549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is dancer in the dark
Start Entity:     Dancer in the Dark
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Dancer in the Dark --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Dancer in the Dark --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.390368
Path Entropy(↓):  4.566663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the devil's rejects
Start Entity:     The Devil's Rejects
Gold Answer:      [['Tobe Hooper', 'Rob Zombie']]
Predicted Ans:    Rob Zombie
Predicted Path:   The Devil's Rejects --[starred_actors]--> Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[written_by]--> Rob Zombie
Path (Raw):       The Devil's Rejects --[starred_actors]--> Sheri Moon Zombie --[(INV) starred_actors]--> The Lords of Salem --[written_by]--> Rob Zombie
Neg LogProb(↓):   0.776232
Path Entropy(↓):  0.792089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote tie me up! tie me down!
Start Entity:     Tie Me Up! Tie Me Down!
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Tie Me Up! Tie Me Down! --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[in_language]--> Spanish
Path (Raw):       Tie Me Up! Tie Me Down! --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Broken Embraces --[in_language]--> Spanish
Neg LogProb(↓):   0.218877
Path Entropy(↓):  0.584138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film gallowwalkers
Start Entity:     Gallowwalkers
Gold Answer:      [['2003', '1992', '1993', '2006', '2007', '1998', '2010', '2004', '1994', '2014', '1995', '2001', '1990', '1996', '2002', '1981', '1978', '2000', '1997', '2005', '1991']]
Predicted Ans:    1990
Predicted Path:   Gallowwalkers --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Mo' Better Blues --[release_year]--> 1990
Path (Raw):       Gallowwalkers --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Mo' Better Blues --[release_year]--> 1990
Neg LogProb(↓):   1.252125
Path Entropy(↓):  2.073273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer ondi timoner
Start Entity:     Ondi Timoner
Gold Answer:      [['Bjørn Lomborg', 'Josh Harris', 'Anton Newcombe']]
Predicted Ans:    Josh Harris
Predicted Path:   Ondi Timoner --[(INV) written_by]--> We Live in Public --[starred_actors]--> Josh Harris
Path (Raw):       Ondi Timoner --[No Operation]--> Ondi Timoner --[(INV) written_by]--> We Live in Public --[starred_actors]--> Josh Harris
Neg LogProb(↓):   0.000691
Path Entropy(↓):  0.005847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of wind across the everglades
Start Entity:     Wind Across the Everglades
Gold Answer:      [['The New World', 'The Amateur', 'The Last Station', 'Man in the Chair', 'My Dog Tulip', 'Waterloo', 'The Sound of Music', 'The Man Who Would Be King', 'Eyewitness', 'Our Fathers', 'Starcrash', 'The Scarlet and the Black', 'The Imaginarium of Doctor Parnassus', 'Syriana', 'The Return of the Pink Panther', 'Crackerjack', 'The Man Who Planted Trees', 'Aces High', 'The Silent Partner', 'The Insider', 'Dracula 2000', 'Inside Daisy Clover', 'The Pyx', 'Vampire in Venice', '9', 'The Lake House', 'Somewhere in Time', 'A Beautiful Mind', 'Closing the Ring', 'Inside Man', 'Ararat', 'Triple Cross']]
Predicted Ans:    The Sound of Music
Predicted Path:   Wind Across the Everglades --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music
Path (Raw):       Wind Across the Everglades --[No Operation]--> Wind Across the Everglades --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Sound of Music
Neg LogProb(↓):   1.525366
Path Entropy(↓):  2.457540
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by ken wahl
Start Entity:     Ken Wahl
Gold Answer:      [['Don Siegel', 'James Glickenhaus', 'Peter Hyams', 'Wayne Kramer', 'Paul Glickler']]
Predicted Ans:    James Glickenhaus
Predicted Path:   Ken Wahl --[(INV) starred_actors]--> The Soldier --[directed_by]--> James Glickenhaus
Path (Raw):       Ken Wahl --[No Operation]--> Ken Wahl --[(INV) starred_actors]--> The Soldier --[directed_by]--> James Glickenhaus
Neg LogProb(↓):   0.123060
Path Entropy(↓):  0.372911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the beautician and the beast was directed by who
Start Entity:     The Beautician and the Beast
Gold Answer:      [['Ken Kwapis']]
Predicted Ans:    Ken Kwapis
Predicted Path:   The Beautician and the Beast --[directed_by]--> Ken Kwapis --[(INV) directed_by]--> Dunston Checks In --[directed_by]--> Ken Kwapis
Path (Raw):       The Beautician and the Beast --[directed_by]--> Ken Kwapis --[(INV) directed_by]--> Dunston Checks In --[directed_by]--> Ken Kwapis
Neg LogProb(↓):   0.591834
Path Entropy(↓):  1.157228
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe gypsy
Start Entity:     Gypsy
Gold Answer:      [['bd-r', 'mervyn leroy']]
Predicted Ans:    mervyn leroy
Predicted Path:   Gypsy --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Path (Raw):       Gypsy --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Neg LogProb(↓):   0.626299
Path Entropy(↓):  1.143222
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with amy matysio
Start Entity:     Amy Matysio
Gold Answer:      [['Leo Fafard', 'Sarah Lind']]
Predicted Ans:    Amy Matysio
Predicted Path:   Amy Matysio --[(INV) starred_actors]--> WolfCop --[starred_actors]--> Amy Matysio
Path (Raw):       Amy Matysio --[No Operation]--> Amy Matysio --[(INV) starred_actors]--> WolfCop --[starred_actors]--> Amy Matysio
Neg LogProb(↓):   0.704553
Path Entropy(↓):  0.908208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by the director of assassination tango
Start Entity:     Assassination Tango
Gold Answer:      [['Drama']]
Predicted Ans:    Crime
Predicted Path:   Assassination Tango --[directed_by]--> Robert Duvall --[(INV) directed_by]--> Assassination Tango --[has_genre]--> Crime
Path (Raw):       Assassination Tango --[directed_by]--> Robert Duvall --[(INV) directed_by]--> Assassination Tango --[has_genre]--> Crime
Neg LogProb(↓):   0.002511
Path Entropy(↓):  0.017520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie big were released in which years
Start Entity:     Big
Gold Answer:      [['2001', '1990', '1992', '1996', '1994', '1986']]
Predicted Ans:    1992
Predicted Path:   Big --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[release_year]--> 1992
Path (Raw):       Big --[directed_by]--> Penny Marshall --[(INV) directed_by]--> A League of Their Own --[release_year]--> 1992
Neg LogProb(↓):   0.198331
Path Entropy(↓):  0.708822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the river why actors release
Start Entity:     The River Why
Gold Answer:      [['1980', '1970', '2008', '2006', '1985', '2007', '1998', '2009', '2010', '2014', '1983', '1990', '1996', '1981', '2011', '2013', '1988', '1950', '2005', '1991', '1965', '1999', '1987', '1986']]
Predicted Ans:    2014
Predicted Path:   The River Why --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> 3 Days to Kill --[release_year]--> 2014
Path (Raw):       The River Why --[starred_actors]--> Amber Heard --[(INV) starred_actors]--> 3 Days to Kill --[release_year]--> 2014
Neg LogProb(↓):   1.828508
Path Entropy(↓):  2.823064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by milcho manchevski
Start Entity:     Milcho Manchevski
Gold Answer:      [['Drama', 'War', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Milcho Manchevski --[(INV) written_by]--> Dust --[has_genre]--> Drama
Path (Raw):       Milcho Manchevski --[No Operation]--> Milcho Manchevski --[(INV) written_by]--> Dust --[has_genre]--> Drama
Neg LogProb(↓):   0.247249
Path Entropy(↓):  0.536371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of john hodiak starred movies
Start Entity:     John Hodiak
Gold Answer:      [['William A. Wellman', 'George Sidney', 'Henry King']]
Predicted Ans:    Henry King
Predicted Path:   John Hodiak --[(INV) starred_actors]--> A Bell for Adano --[directed_by]--> Henry King
Path (Raw):       John Hodiak --[No Operation]--> John Hodiak --[(INV) starred_actors]--> A Bell for Adano --[directed_by]--> Henry King
Neg LogProb(↓):   0.000456
Path Entropy(↓):  0.004381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with the shop around the corner in
Start Entity:     The Shop Around the Corner
Gold Answer:      [['French', 'English', 'Spanish', 'German']]
Predicted Ans:    French
Predicted Path:   The Shop Around the Corner --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Path (Raw):       The Shop Around the Corner --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   0.254612
Path Entropy(↓):  0.694779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was clara beranger the writer of
Start Entity:     Clara Beranger
Gold Answer:      [['Dr. Jekyll and Mr. Hyde']]
Predicted Ans:    Dr. Jekyll and Mr. Hyde
Predicted Path:   Clara Beranger --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Percy Heath --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde
Path (Raw):       Clara Beranger --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Percy Heath --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde
Neg LogProb(↓):   0.145869
Path Entropy(↓):  0.496470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about nova scotia
Start Entity:     nova scotia
Gold Answer:      [['New Waterford Girl', 'The Hanging Garden']]
Predicted Ans:    New Waterford Girl
Predicted Path:   nova scotia --[(INV) has_tags]--> New Waterford Girl --[has_tags]--> nova scotia --[(INV) has_tags]--> New Waterford Girl
Path (Raw):       nova scotia --[(INV) has_tags]--> New Waterford Girl --[has_tags]--> nova scotia --[(INV) has_tags]--> New Waterford Girl
Neg LogProb(↓):   0.296706
Path Entropy(↓):  0.654712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does nick cheung appear in
Start Entity:     Nick Cheung
Gold Answer:      [['Exiled', 'Breaking News']]
Predicted Ans:    Exiled
Predicted Path:   Nick Cheung --[(INV) starred_actors]--> Exiled --[starred_actors]--> Francis Ng --[(INV) starred_actors]--> Exiled
Path (Raw):       Nick Cheung --[(INV) starred_actors]--> Exiled --[starred_actors]--> Francis Ng --[(INV) starred_actors]--> Exiled
Neg LogProb(↓):   0.405208
Path Entropy(↓):  0.637257
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by john beasley
Start Entity:     John Beasley
Gold Answer:      [['Robert Duvall']]
Predicted Ans:    Robert Duvall
Predicted Path:   John Beasley --[(INV) starred_actors]--> The Apostle --[directed_by]--> Robert Duvall
Path (Raw):       John Beasley --[No Operation]--> John Beasley --[(INV) starred_actors]--> The Apostle --[directed_by]--> Robert Duvall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the whistle blower
Start Entity:     The Whistle Blower
Gold Answer:      [['Richard Burton', 'Irene Papas', 'Vanessa Redgrave', 'Glenda Jackson', 'Geneviève Bujold', 'Anthony Quayle']]
Predicted Ans:    Richard Burton
Predicted Path:   The Whistle Blower --[written_by]--> John Hale --[(INV) written_by]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Path (Raw):       The Whistle Blower --[written_by]--> John Hale --[(INV) written_by]--> Anne of the Thousand Days --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.024320
Path Entropy(↓):  0.122639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of beyond the lights
Start Entity:     Beyond the Lights
Gold Answer:      [['Owning Mahowny', 'An Ideal Husband', 'Hunky Dory', 'High Heels and Low Lifes', 'The Great Debaters', 'Return to Me', 'Beautiful', 'Hard Rain', 'Grosse Pointe Blank', 'Hope Springs', 'Tarzan']]
Predicted Ans:    Hope Springs
Predicted Path:   Beyond the Lights --[starred_actors]--> Minnie Driver --[(INV) starred_actors]--> Hope Springs
Path (Raw):       Beyond the Lights --[starred_actors]--> Minnie Driver --[No Operation]--> Minnie Driver --[(INV) starred_actors]--> Hope Springs
Neg LogProb(↓):   0.320893
Path Entropy(↓):  0.755757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in starting over
Start Entity:     Starting Over
Gold Answer:      [['Jerry Belson', 'Gerald A. Browne', 'Paul Mazursky', 'John Sayles', 'Marc Lawrence', 'Terrence Lore Smith', 'John Milius', 'Tom Gries', 'James Dickey', 'Ian Hislop', 'Nick Newman', 'Jonathan Gershfield', 'Henrik Ibsen', 'Jeffrey Bloom', 'Peter Bogdanovich', 'John Ross', 'Charles Grodin', 'Don Bluth', 'François Truffaut', 'John Farris', 'David Mamet', 'Theodore V. Olsen', 'Caryn Lucas', 'Blake Edwards', 'Arthur Miller', 'Katie Ford', 'Barry Levinson', 'Carl Hiaasen', 'Robert MacLeod', 'Robert E. Lee', 'Marjorie David', 'John Fowles', 'Colin Higgins', 'Jerome Lawrence', 'William P. Wingate', 'Christopher Frank', 'John Gay', 'Robert K. Ottum', 'William W. Norton', 'Harold Robbins', 'Walter Bernstein', 'Dan Jenkins', 'William Neely', 'Josephine Humphreys', 'Andrew Bergman', 'Peter Masterson', 'Valerie Curtin', 'Chris Radant', 'Louisa Rose', 'Hal Needham', 'Thomas Rickman', 'Dave Barry', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'David Monteagudo', 'Elmore Leonard', 'Larry L. King', 'Richard Brooks', 'Gerald Di Pego', 'Jules Feiffer', 'Robert Anderson', 'Lewis Gilbert', 'Evan Hunter', 'Richard McKenna', 'William Diehl', 'Mary McCarthy', 'Brian De Palma', 'John Hill']]
Predicted Ans:    Blake Edwards
Predicted Path:   Starting Over --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Starting Over --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.031544
Path Entropy(↓):  1.434250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by zoe saldana
Start Entity:     Zoe Saldana
Gold Answer:      [['Klingon']]
Predicted Ans:    serial killer
Predicted Path:   Zoe Saldana --[(INV) starred_actors]--> Blackout --[has_tags]--> serial killer
Path (Raw):       Zoe Saldana --[No Operation]--> Zoe Saldana --[(INV) starred_actors]--> Blackout --[has_tags]--> serial killer
Neg LogProb(↓):   0.013327
Path Entropy(↓):  0.082607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
James belushi appears in which movies
Start Entity:     James Belushi
Gold Answer:      [['Salvador', 'Gang Related', 'Race the Sun', 'K-911', 'Taking Care of Business', 'Real Men', 'K-9', 'Traces of Red', 'The Principal', 'Red Heat', 'Mr. Destiny']]
Predicted Ans:    Red Heat
Predicted Path:   James Belushi --[(INV) starred_actors]--> Red Heat --[starred_actors]--> Ed O'Ross --[(INV) starred_actors]--> Red Heat
Path (Raw):       James Belushi --[(INV) starred_actors]--> Red Heat --[starred_actors]--> Ed O'Ross --[(INV) starred_actors]--> Red Heat
Neg LogProb(↓):   1.080891
Path Entropy(↓):  2.137303
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by walter hill were in which genres
Start Entity:     Walter Hill
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Walter Hill --[(INV) written_by]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       Walter Hill --[No Operation]--> Walter Hill --[(INV) written_by]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.172699
Path Entropy(↓):  0.754170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by alejandro amenabar in
Start Entity:     Alejandro Amenábar
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Alejandro Amenábar --[(INV) directed_by]--> The Others --[in_language]--> English
Path (Raw):       Alejandro Amenábar --[No Operation]--> Alejandro Amenábar --[(INV) directed_by]--> The Others --[in_language]--> English
Neg LogProb(↓):   0.302550
Path Entropy(↓):  0.578375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote daddy long legs
Start Entity:     Daddy Long Legs
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Daddy Long Legs --[written_by]--> Phoebe Ephron --[(INV) written_by]--> There's No Business Like Show Business --[has_genre]--> Drama
Path (Raw):       Daddy Long Legs --[written_by]--> Phoebe Ephron --[(INV) written_by]--> There's No Business Like Show Business --[has_genre]--> Drama
Neg LogProb(↓):   1.023821
Path Entropy(↓):  2.084224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by baroness emmuska orczy starred who
Start Entity:     Baroness Emmuska Orczy
Gold Answer:      [['Ian McKellen', 'Raymond Massey', 'Leslie Howard', 'Jane Seymour', 'Anthony Andrews', 'Merle Oberon']]
Predicted Ans:    Raymond Massey
Predicted Path:   Baroness Emmuska Orczy --[(INV) written_by]--> The Scarlet Pimpernel --[starred_actors]--> Raymond Massey
Path (Raw):       Baroness Emmuska Orczy --[No Operation]--> Baroness Emmuska Orczy --[(INV) written_by]--> The Scarlet Pimpernel --[starred_actors]--> Raymond Massey
Neg LogProb(↓):   1.032396
Path Entropy(↓):  1.475956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of man of the east
Start Entity:     Man of the East
Gold Answer:      [['Super Fuzz', 'They Call Me Renegade', 'They Call Me Trinity', 'Go for It', 'March or Die']]
Predicted Ans:    March or Die
Predicted Path:   Man of the East --[starred_actors]--> Terence Hill --[(INV) starred_actors]--> March or Die
Path (Raw):       Man of the East --[No Operation]--> Man of the East --[starred_actors]--> Terence Hill --[(INV) starred_actors]--> March or Die
Neg LogProb(↓):   0.372181
Path Entropy(↓):  0.749703
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by oz scott released
Start Entity:     Oz Scott
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Oz Scott --[(INV) directed_by]--> Bride of Boogedy --[release_year]--> 1987
Path (Raw):       Oz Scott --[No Operation]--> Oz Scott --[(INV) directed_by]--> Bride of Boogedy --[release_year]--> 1987
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by gabriel walsh starred which actors
Start Entity:     Gabriel Walsh
Gold Answer:      [['Gene Wilder', 'Margot Kidder']]
Predicted Ans:    Gene Wilder
Predicted Path:   Gabriel Walsh --[(INV) written_by]--> Quackser Fortune Has a Cousin in the Bronx --[starred_actors]--> Gene Wilder
Path (Raw):       Gabriel Walsh --[No Operation]--> Gabriel Walsh --[(INV) written_by]--> Quackser Fortune Has a Cousin in the Bronx --[starred_actors]--> Gene Wilder
Neg LogProb(↓):   0.000066
Path Entropy(↓):  0.000705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of beyond therapy
Start Entity:     Beyond Therapy
Gold Answer:      [['Secret Honor', 'The Long Goodbye', 'Short Cuts', 'MASH', 'Quintet', 'Countdown', 'The Gingerbread Man', 'Nashville', 'Fool for Love', 'The James Dean Story', 'O.C. and Stiggs', 'A Perfect Couple', 'A Prairie Home Companion', 'Popeye', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'That Cold Day in the Park', 'The Company', 'Gosford Park', 'Images', 'Streamers', '3 Women', 'Kansas City', 'The Player', 'Thieves Like Us', 'California Split', "Cookie's Fortune", 'Brewster McCloud', 'A Wedding']]
Predicted Ans:    Gosford Park
Predicted Path:   Beyond Therapy --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park
Path (Raw):       Beyond Therapy --[No Operation]--> Beyond Therapy --[directed_by]--> Robert Altman --[(INV) directed_by]--> Gosford Park
Neg LogProb(↓):   0.475432
Path Entropy(↓):  1.489645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of lav diaz written movies
Start Entity:     Lav Diaz
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Lav Diaz --[(INV) written_by]--> Norte, the End of History --[release_year]--> 2013
Path (Raw):       Lav Diaz --[No Operation]--> Lav Diaz --[(INV) written_by]--> Norte, the End of History --[release_year]--> 2013
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of down periscope also directed which movies
Start Entity:     Down Periscope
Gold Answer:      [['Cannery Row', 'The Program', 'Major League']]
Predicted Ans:    Major League
Predicted Path:   Down Periscope --[directed_by]--> David S. Ward --[(INV) directed_by]--> Major League
Path (Raw):       Down Periscope --[directed_by]--> David S. Ward --[(INV) directed_by]--> Major League --[No Operation]--> Major League
Neg LogProb(↓):   0.382712
Path Entropy(↓):  0.796956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by rob thompson
Start Entity:     Rob Thompson
Gold Answer:      [['Jeff Bridges', 'Blythe Danner', 'Andy Griffith']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Rob Thompson --[(INV) written_by]--> Hearts of the West --[starred_actors]--> Jeff Bridges
Path (Raw):       Rob Thompson --[No Operation]--> Rob Thompson --[(INV) written_by]--> Hearts of the West --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.033871
Path Entropy(↓):  0.146702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the method in
Start Entity:     The Method
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Method --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> Kamchatka --[in_language]--> Spanish
Path (Raw):       The Method --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> Kamchatka --[in_language]--> Spanish
Neg LogProb(↓):   0.034224
Path Entropy(↓):  0.162851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of dr. goldfoot and the girl bombs
Start Entity:     Dr. Goldfoot and the Girl Bombs
Gold Answer:      [['Louis M. Heyward', 'Thomas Harris', 'Alberto Bevilacqua', 'Renato Pestriniero', 'Rafael J. Salvia', 'Nikolai Gogol', 'Giuseppe Barilla', 'Callisto Cosulich', 'Ennio De Concini', 'Mario Serandrei', 'Mario Bava', 'Ib Melchior', 'Marcello Fondato']]
Predicted Ans:    Mario Bava
Predicted Path:   Dr. Goldfoot and the Girl Bombs --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[written_by]--> Mario Bava
Path (Raw):       Dr. Goldfoot and the Girl Bombs --[directed_by]--> Mario Bava --[(INV) directed_by]--> Black Sabbath --[written_by]--> Mario Bava
Neg LogProb(↓):   0.290311
Path Entropy(↓):  0.915470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by den ofrivillige golfaren screenwriters
Start Entity:     Den ofrivillige golfaren
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Den ofrivillige golfaren --[written_by]--> Lasse Åberg --[(INV) written_by]--> The Stig-Helmer Story --[has_genre]--> Comedy
Path (Raw):       Den ofrivillige golfaren --[written_by]--> Lasse Åberg --[(INV) written_by]--> The Stig-Helmer Story --[has_genre]--> Comedy
Neg LogProb(↓):   0.018090
Path Entropy(↓):  0.089867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in up in smoke
Start Entity:     Up in Smoke
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Up in Smoke --[starred_actors]--> Strother Martin --[(INV) starred_actors]--> The End --[has_genre]--> Comedy
Path (Raw):       Up in Smoke --[starred_actors]--> Strother Martin --[(INV) starred_actors]--> The End --[has_genre]--> Comedy
Neg LogProb(↓):   0.297477
Path Entropy(↓):  0.933905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie topsy - turvy were released in which years
Start Entity:     Topsy-Turvy
Gold Answer:      [['1988', '1997', '1971', '2008', '1990', '1993', '2004', '2010', '2014', '2002', '1984', '1977']]
Predicted Ans:    1993
Predicted Path:   Topsy-Turvy --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Naked --[release_year]--> 1993
Path (Raw):       Topsy-Turvy --[directed_by]--> Mike Leigh --[(INV) directed_by]--> Naked --[release_year]--> 1993
Neg LogProb(↓):   0.771803
Path Entropy(↓):  1.137178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by carol kane
Start Entity:     Carol Kane
Gold Answer:      [['Cindy Sherman', 'Ken Russell', 'Daryn Tufts', 'Franco Amurri', 'Gene Wilder', 'Joan Micklin Silver', 'Rudy De Luca', 'Greg Beeman', 'Fred Walton']]
Predicted Ans:    Rudy De Luca
Predicted Path:   Carol Kane --[(INV) starred_actors]--> Transylvania 6-5000 --[directed_by]--> Rudy De Luca
Path (Raw):       Carol Kane --[No Operation]--> Carol Kane --[(INV) starred_actors]--> Transylvania 6-5000 --[directed_by]--> Rudy De Luca
Neg LogProb(↓):   0.553901
Path Entropy(↓):  1.154541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie wendy and lucy
Start Entity:     Wendy and Lucy
Gold Answer:      [['1946', '2009', '2008', '2010', '2004', '1999', '2011', '2013']]
Predicted Ans:    2008
Predicted Path:   Wendy and Lucy --[starred_actors]--> Michelle Williams --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       Wendy and Lucy --[starred_actors]--> Michelle Williams --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   0.402978
Path Entropy(↓):  0.849496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film consenting adults
Start Entity:     Consenting Adults
Gold Answer:      [['Roger Donaldson', 'Robert Young', 'Charles Haid', 'James Foley', 'William Dieterle', 'John Sayles', 'Wolfgang Petersen', 'Clint Eastwood', 'Ivan Reitman', 'Richard Glatzer', 'Lasse Hallström', 'Kevin Spacey', 'Dayyan Eng', 'Martin Scorsese', 'David Silverman', 'Andrew Stanton', 'James Cameron', 'Jonas Pate', 'Michael Hoffman', 'Duncan Jones', 'Alan J. Pakula', "Thaddeus O'Sullivan", 'David J. Burke', 'Blake Edwards', 'Michael Apted', 'George Huang', 'Robert Redford', 'Mimi Leder', 'Grant Heslov', 'Jon Turteltaub', 'George Hickenlooper', 'Trent Cooper', 'Barry Sonnenfeld', 'Lawrence Kasdan', 'Alan Parker', 'Max Reinhardt', 'Charles Crichton', 'Joel Schumacher', 'Martha Coolidge', 'Robert Luketic', 'John Cleese', 'Bryan Singer', 'George Butler', 'Curtis Hanson', 'Don Paul', 'Ted Demme', 'J.C. Chandor', 'Will Finn', 'Ang Lee', 'Fred Schepisi', 'Marco Kreuzpaintner', 'Wayne Wang', 'Iain Softley', 'Israel Horovitz', 'Peter Hall', "Pat O'Connor", 'Seth Gordon', 'John Lasseter', 'F. Gary Gray', 'Sam Mendes', 'Brian De Palma', 'Howard Hawks', 'Richard Rosson']]
Predicted Ans:    William Dieterle
Predicted Path:   Consenting Adults --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       Consenting Adults --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   1.566576
Path Entropy(↓):  2.493757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by lee strasberg
Start Entity:     Lee Strasberg
Gold Answer:      [['Martin Brest']]
Predicted Ans:    Martin Brest
Predicted Path:   Lee Strasberg --[(INV) starred_actors]--> Going in Style --[directed_by]--> Martin Brest
Path (Raw):       Lee Strasberg --[No Operation]--> Lee Strasberg --[(INV) starred_actors]--> Going in Style --[directed_by]--> Martin Brest
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by dariel telfer
Start Entity:     Dariel Telfer
Gold Answer:      [['Polly Bergen', 'Robert Stack', 'Joan Crawford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Dariel Telfer --[(INV) written_by]--> The Caretakers --[starred_actors]--> Joan Crawford
Path (Raw):       Dariel Telfer --[No Operation]--> Dariel Telfer --[(INV) written_by]--> The Caretakers --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of savage messiah
Start Entity:     Savage Messiah
Gold Answer:      [['The Boy Friend', 'Mahler', 'Valentino', 'Lisztomania', 'Whore', 'Women in Love', 'Crimes of Passion', 'Altered States', 'Tommy', 'The Devils', 'The Lair of the White Worm', 'Gothic', 'Billion Dollar Brain', "Salome's Last Dance", 'The Music Lovers']]
Predicted Ans:    Women in Love
Predicted Path:   Savage Messiah --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love
Path (Raw):       Savage Messiah --[directed_by]--> Ken Russell --[(INV) directed_by]--> Women in Love --[No Operation]--> Women in Love
Neg LogProb(↓):   0.637285
Path Entropy(↓):  1.084645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the romantic englishwoman
Start Entity:     The Romantic Englishwoman
Gold Answer:      [['Greta Garbo', 'John Gielgud', 'Richard Attenborough', 'Bruce Willis', 'Alfred Molina', 'Dustin Hoffman', 'Kate Winslet', 'Katherine Helmond', 'Robert De Niro', "Maureen O'Sullivan", 'Loren Dean', 'Matthew Macfadyen', 'Sean Bean', 'Fredric March', 'Gérard Depardieu', 'Michelle Pfeiffer', 'Martin Sheen', 'Kelly Macdonald', 'Uma Thurman', 'Sam Neill', 'Nicole Kidman', 'James Fox', 'Brigitte Fossey', 'Ian Holm', 'Roy Scheider', 'Sophie Marceau', 'Mia Kirshner', 'Dougray Scott', 'Jonathan Pryce', 'Sean Connery', 'Tim Roth', 'Saffron Burrows', 'Derek Jacobi']]
Predicted Ans:    Robert De Niro
Predicted Path:   The Romantic Englishwoman --[written_by]--> Tom Stoppard --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Path (Raw):       The Romantic Englishwoman --[written_by]--> Tom Stoppard --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.311206
Path Entropy(↓):  0.821519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor john payne is a co - star of who
Start Entity:     John Payne
Gold Answer:      [['Richard Attenborough', 'Alice Faye', 'Anne Baxter', 'Tyrone Power', 'Gene Tierney', 'Dylan McDermott', 'Randolph Scott', 'Glenn Miller', 'Sonja Henie', 'Jack Oakie', 'Coleen Gray', 'Preston Foster', 'Claudette Colbert', 'Elizabeth Perkins', 'Brad Dexter', 'Bill Murray', 'Theresa Russell', 'Catherine Hicks', 'Betty Grable', 'June Haver', 'Milton Berle', 'Edmund Gwenn', 'Denholm Elliott', "Maureen O'Hara", 'Evelyn Keyes', 'Neville Brand', 'Frank Faylen', 'Nancy Kelly']]
Predicted Ans:    Maureen O'Hara
Predicted Path:   John Payne --[(INV) starred_actors]--> Miracle on 34th Street --[starred_actors]--> Maureen O'Hara
Path (Raw):       John Payne --[No Operation]--> John Payne --[(INV) starred_actors]--> Miracle on 34th Street --[starred_actors]--> Maureen O'Hara
Neg LogProb(↓):   0.586982
Path Entropy(↓):  1.224141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of millions
Start Entity:     Millions
Gold Answer:      [['Rose Byrne', 'Cameron Diaz', 'Holly Hunter', 'Rosario Dawson', 'Ralph Fiennes', 'Delroy Lindo', 'Christopher Eccleston', 'Ewan McGregor', 'James McAvoy', 'Cillian Murphy', 'Rachel Weisz', 'Leonardo DiCaprio', 'Jonny Lee Miller', 'Troy Garity', 'Timothy Spall', 'Michelle Yeoh', 'Ewen Bremner', 'Kerry Fox', 'James Franco', 'Vincent Cassel', 'Jennifer Ehle', 'Rosemary Harris', 'Virginie Ledoyen', 'Kevin McKidd']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Millions --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Path (Raw):       Millions --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.117723
Path Entropy(↓):  0.480816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with kyle rankin
Start Entity:     Kyle Rankin
Gold Answer:      [['Efram Potelle']]
Predicted Ans:    Kyle Rankin
Predicted Path:   Kyle Rankin --[(INV) directed_by]--> The Battle of Shaker Heights --[directed_by]--> Kyle Rankin
Path (Raw):       Kyle Rankin --[No Operation]--> Kyle Rankin --[(INV) directed_by]--> The Battle of Shaker Heights --[directed_by]--> Kyle Rankin
Neg LogProb(↓):   0.003848
Path Entropy(↓):  0.027882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies directed by the mr. skeffington director
Start Entity:     Mr. Skeffington
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Mr. Skeffington --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Backfire --[has_genre]--> Crime
Path (Raw):       Mr. Skeffington --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Backfire --[has_genre]--> Crime
Neg LogProb(↓):   0.105579
Path Entropy(↓):  0.403773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was anthony silverston the director for
Start Entity:     Anthony Silverston
Gold Answer:      [['Khumba']]
Predicted Ans:    Khumba
Predicted Path:   Anthony Silverston --[(INV) directed_by]--> Khumba --[directed_by]--> Anthony Silverston --[(INV) directed_by]--> Khumba
Path (Raw):       Anthony Silverston --[(INV) directed_by]--> Khumba --[directed_by]--> Anthony Silverston --[(INV) directed_by]--> Khumba
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by francis ford coppola
Start Entity:     Francis Ford Coppola
Gold Answer:      [['Italian', 'Romanian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[in_language]--> Italian
Path (Raw):       Francis Ford Coppola --[No Operation]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.019634
Path Entropy(↓):  0.099973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by steve railsback
Start Entity:     Steve Railsback
Gold Answer:      [['Lawrence B. Marcus', 'Paul Brodeur', 'John Gray', 'Peter Liapis', "Dan O'Bannon", 'Don Jakoby', 'Colin Wilson', 'Richard Rush', 'Vincent Bugliosi', 'Curt Gentry', 'Georges Simenon']]
Predicted Ans:    Lawrence B. Marcus
Predicted Path:   Steve Railsback --[(INV) starred_actors]--> The Stunt Man --[written_by]--> Lawrence B. Marcus
Path (Raw):       Steve Railsback --[No Operation]--> Steve Railsback --[(INV) starred_actors]--> The Stunt Man --[written_by]--> Lawrence B. Marcus
Neg LogProb(↓):   0.608874
Path Entropy(↓):  1.308281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in bettie page reveals all
Start Entity:     Bettie Page Reveals All
Gold Answer:      [['William Harrison', 'Brian De Palma', 'Mike Binder']]
Predicted Ans:    Brian De Palma
Predicted Path:   Bettie Page Reveals All --[starred_actors]--> Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[written_by]--> Brian De Palma
Path (Raw):       Bettie Page Reveals All --[starred_actors]--> Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[written_by]--> Brian De Palma
Neg LogProb(↓):   0.007988
Path Entropy(↓):  0.056805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie monsieur ibrahim are directed by who
Start Entity:     Monsieur Ibrahim
Gold Answer:      [['Jerry Zucker', 'Henri Verneuil', 'J. Lee Thompson', 'David Zucker', 'Terence Young', 'James Clavell', 'Fred Zinnemann', 'Herbert Ross', 'Henry Levin', 'Jim Abrahams', 'Joe Johnston', 'Anatole Litvak', 'David Lean']]
Predicted Ans:    Anatole Litvak
Predicted Path:   Monsieur Ibrahim --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Mayerling --[directed_by]--> Anatole Litvak
Path (Raw):       Monsieur Ibrahim --[starred_actors]--> Omar Sharif --[(INV) starred_actors]--> Mayerling --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   0.167720
Path Entropy(↓):  0.594254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the man in grey were in which languages
Start Entity:     The Man in Grey
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   The Man in Grey --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       The Man in Grey --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   1.194644
Path Entropy(↓):  1.696866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in alvin and the chipmunks also appears in which films
Start Entity:     Alvin and the Chipmunks
Gold Answer:      [['Stealing Harvard', 'A Guy Thing', 'Demoted', 'Run Ronnie Run', "It's a Disaster", 'Heartbreakers', 'Mallrats', 'Chasing Amy', 'Mumford', 'Underdog', 'Dreamcatcher', 'The Grand', 'Kissing a Fool']]
Predicted Ans:    Alvin and the Chipmunks
Predicted Path:   Alvin and the Chipmunks --[starred_actors]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks
Path (Raw):       Alvin and the Chipmunks --[starred_actors]--> David Cross --[No Operation]--> David Cross --[(INV) starred_actors]--> Alvin and the Chipmunks
Neg LogProb(↓):   0.594414
Path Entropy(↓):  0.849253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of funny farm
Start Entity:     Funny Farm
Gold Answer:      [['1990', '1989']]
Predicted Ans:    1990
Predicted Path:   Funny Farm --[written_by]--> Jay Cronley --[(INV) written_by]--> Quick Change --[release_year]--> 1990
Path (Raw):       Funny Farm --[written_by]--> Jay Cronley --[(INV) written_by]--> Quick Change --[release_year]--> 1990
Neg LogProb(↓):   0.208851
Path Entropy(↓):  0.612040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with one from the heart in
Start Entity:     One from the Heart
Gold Answer:      [['Italian', 'English', 'Romanian', 'German']]
Predicted Ans:    Italian
Predicted Path:   One from the Heart --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Path (Raw):       One from the Heart --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.075223
Path Entropy(↓):  0.262007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by michael sarne fall under
Start Entity:     Michael Sarne
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Sarne --[(INV) directed_by]--> Myra Breckinridge --[has_genre]--> Comedy
Path (Raw):       Michael Sarne --[No Operation]--> Michael Sarne --[(INV) directed_by]--> Myra Breckinridge --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by julie k. smith
Start Entity:     Julie K. Smith
Gold Answer:      [['Clay Westervelt']]
Predicted Ans:    Clay Westervelt
Predicted Path:   Julie K. Smith --[(INV) starred_actors]--> Popatopolis --[written_by]--> Clay Westervelt
Path (Raw):       Julie K. Smith --[No Operation]--> Julie K. Smith --[(INV) starred_actors]--> Popatopolis --[written_by]--> Clay Westervelt
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie something of value
Start Entity:     Something of Value
Gold Answer:      [['Philip Kaufman', 'Michael Anderson', 'Blake Edwards', 'Corey Allen', 'Roger Vadim', 'Raoul Walsh', 'Robert Aldrich', 'John Frankenheimer', 'Anthony Mann', 'Douglas Sirk', 'Michael Gordon', 'John Sturges', 'Robert Mulligan', 'Andrew V. McLaglen', 'Don Siegel', 'Delbert Mann', 'Melvin Frank', 'Francesco Maselli', 'Norman Jewison', 'George Stevens', 'Lewis Gilbert', 'Arthur Hiller', 'Howard Hawks']]
Predicted Ans:    Arthur Hiller
Predicted Path:   Something of Value --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> Tobruk --[directed_by]--> Arthur Hiller
Path (Raw):       Something of Value --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> Tobruk --[directed_by]--> Arthur Hiller
Neg LogProb(↓):   1.162029
Path Entropy(↓):  1.872817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the black swan
Start Entity:     The Black Swan
Gold Answer:      [['Alice Faye', 'Madeleine Carroll', 'Vilma Bánky', 'Millard Mitchell', 'Tyrone Power', 'Ronald Colman', 'Gene Tierney', 'Henry Fonda', 'Susan Hayward', 'Hugh Marlowe', 'Gary Cooper', 'John Hodiak', 'Alice Brady', 'Randolph Scott', 'Gregory Peck', 'Janet Gaynor', 'William Holden', 'Mel Ferrer', 'Joan Collins', 'Geraldine Fitzgerald', 'Gordon MacRae', 'Jeanne Crain', 'Vivian Blaine', 'Dana Andrews', 'Dick Haymes', 'Jennifer Jones', 'Shirley Jones', 'Ethel Merman', 'Jason Robards', 'Freddie Bartholomew', 'Guy Standing', 'Errol Flynn', 'Lillian Gish', 'Claudette Colbert', 'Don Ameche', 'Thomas Mitchell', 'Lew Ayres', 'Dorothy Lamour', 'Will Rogers', 'Alexander Knox', 'Helen Westcott', 'Ava Gardner', 'John Payne', 'Cesar Romero', 'Jean Peters', 'Gary Merrill', 'Jaycee Chan', 'Joan Chen', 'Nancy Kelly']]
Predicted Ans:    Gene Tierney
Predicted Path:   The Black Swan --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[starred_actors]--> Gene Tierney
Path (Raw):       The Black Swan --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[starred_actors]--> Gene Tierney
Neg LogProb(↓):   0.094588
Path Entropy(↓):  0.451343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by mel harris
Start Entity:     Mel Harris
Gold Answer:      [['Frank Peretti', 'Scott McGehee', 'Scott Myers', 'Steven Siegel', 'David Siegel']]
Predicted Ans:    Steven Siegel
Predicted Path:   Mel Harris --[(INV) starred_actors]--> K-9 --[written_by]--> Steven Siegel
Path (Raw):       Mel Harris --[No Operation]--> Mel Harris --[(INV) starred_actors]--> K-9 --[written_by]--> Steven Siegel
Neg LogProb(↓):   0.006291
Path Entropy(↓):  0.043107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with prozac nation fall under
Start Entity:     Prozac Nation
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Prozac Nation --[directed_by]--> Erik Skjoldbjærg --[(INV) directed_by]--> Insomnia --[has_genre]--> Thriller
Path (Raw):       Prozac Nation --[directed_by]--> Erik Skjoldbjærg --[(INV) directed_by]--> Insomnia --[has_genre]--> Thriller
Neg LogProb(↓):   0.704990
Path Entropy(↓):  0.757273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the errand boy were directed by who
Start Entity:     The Errand Boy
Gold Answer:      [['Reginald Hudlin', 'Jerry Lewis', 'King Vidor']]
Predicted Ans:    Jerry Lewis
Predicted Path:   The Errand Boy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[directed_by]--> Jerry Lewis
Path (Raw):       The Errand Boy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[directed_by]--> Jerry Lewis
Neg LogProb(↓):   0.113841
Path Entropy(↓):  0.421288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by jay dratler release
Start Entity:     Jay Dratler
Gold Answer:      [['1962', '1949', '1948', '1944', '1952']]
Predicted Ans:    1962
Predicted Path:   Jay Dratler --[(INV) written_by]--> Pitfall --[release_year]--> 1962
Path (Raw):       Jay Dratler --[No Operation]--> Jay Dratler --[(INV) written_by]--> Pitfall --[release_year]--> 1962
Neg LogProb(↓):   0.364680
Path Entropy(↓):  1.058266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the lost continent
Start Entity:     The Lost Continent
Gold Answer:      [['Terence Fisher', 'Roy Ward Baker', 'Peter Sykes']]
Predicted Ans:    Terence Fisher
Predicted Path:   The Lost Continent --[written_by]--> Dennis Wheatley --[(INV) written_by]--> The Devil Rides Out --[directed_by]--> Terence Fisher
Path (Raw):       The Lost Continent --[written_by]--> Dennis Wheatley --[(INV) written_by]--> The Devil Rides Out --[directed_by]--> Terence Fisher
Neg LogProb(↓):   0.075476
Path Entropy(↓):  0.318173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by michael showalter
Start Entity:     Michael Showalter
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Showalter --[(INV) written_by]--> Wet Hot American Summer --[has_genre]--> Comedy
Path (Raw):       Michael Showalter --[No Operation]--> Michael Showalter --[(INV) written_by]--> Wet Hot American Summer --[has_genre]--> Comedy
Neg LogProb(↓):   0.712423
Path Entropy(↓):  0.952848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of bachelor mother is also the director of which movies
Start Entity:     Bachelor Mother
Gold Answer:      [['My Favorite Wife']]
Predicted Ans:    Bachelor Mother
Predicted Path:   Bachelor Mother --[directed_by]--> Garson Kanin --[(INV) directed_by]--> Bachelor Mother
Path (Raw):       Bachelor Mother --[directed_by]--> Garson Kanin --[(INV) directed_by]--> Bachelor Mother --[No Operation]--> Bachelor Mother
Neg LogProb(↓):   0.228828
Path Entropy(↓):  0.506640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in the 11th hour
Start Entity:     The 11th Hour
Gold Answer:      [['Christopher Hampton', 'Jim Carroll', 'Marc Norman', 'Scott McPherson', 'Dustin Lance Black', 'James Cameron', 'William Shakespeare', 'Jay Cocks', 'Quentin Tarantino', 'Ernest K. Gann', 'Tobias Wolff', 'Christopher Nolan', 'David Ignatius', 'Baz Luhrmann', 'Dennis Lehane', 'Simon Moore', 'Steven Zaillian', 'Terence Winter', 'Kenneth Lonergan', 'John Hodge', 'Alex Garland', "Louis L'Amour", 'William Monahan', 'Richard Yates', 'John Logan', 'Peter Hedges', 'David Stutman', 'Dale Wheatley', 'Randall Wallace', 'Jordan Belfort']]
Predicted Ans:    Randall Wallace
Predicted Path:   The 11th Hour --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Path (Raw):       The 11th Hour --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.107090
Path Entropy(↓):  0.513038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of fifty / fifty
Start Entity:     Fifty/Fifty
Gold Answer:      [['Barry Pepper', 'Charlie Cox', 'Kris Kristofferson', 'Harry Connick Jr.', 'Ashley Judd', 'Nathan Gamble', 'Morgan Freeman', 'Annabella Piugattuk', 'Kate Mara']]
Predicted Ans:    Ashley Judd
Predicted Path:   Fifty/Fifty --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> Dolphin Tale --[starred_actors]--> Ashley Judd
Path (Raw):       Fifty/Fifty --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> Dolphin Tale --[starred_actors]--> Ashley Judd
Neg LogProb(↓):   0.774386
Path Entropy(↓):  1.128361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by ron cutler fall under
Start Entity:     Ron Cutler
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ron Cutler --[(INV) written_by]--> Article 99 --[has_genre]--> Drama
Path (Raw):       Ron Cutler --[No Operation]--> Ron Cutler --[(INV) written_by]--> Article 99 --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of saw
Start Entity:     Saw
Gold Answer:      [['Brian Garfield', 'James Wan', 'Leigh Whannell', 'Jeffery Deaver']]
Predicted Ans:    Leigh Whannell
Predicted Path:   Saw --[directed_by]--> James Wan --[(INV) directed_by]--> Dead Silence --[written_by]--> Leigh Whannell
Path (Raw):       Saw --[directed_by]--> James Wan --[(INV) directed_by]--> Dead Silence --[written_by]--> Leigh Whannell
Neg LogProb(↓):   0.522539
Path Entropy(↓):  1.154839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mona achache was the director on which movies
Start Entity:     Mona Achache
Gold Answer:      [['The Hedgehog']]
Predicted Ans:    The Hedgehog
Predicted Path:   Mona Achache --[(INV) directed_by]--> The Hedgehog --[directed_by]--> Mona Achache --[(INV) directed_by]--> The Hedgehog
Path (Raw):       Mona Achache --[(INV) directed_by]--> The Hedgehog --[directed_by]--> Mona Achache --[(INV) directed_by]--> The Hedgehog
Neg LogProb(↓):   0.005887
Path Entropy(↓):  0.036073
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the twonky
Start Entity:     The Twonky
Gold Answer:      [['Five', 'Bewitched']]
Predicted Ans:    Bewitched
Predicted Path:   The Twonky --[directed_by]--> Arch Oboler --[(INV) directed_by]--> Bewitched
Path (Raw):       The Twonky --[directed_by]--> Arch Oboler --[(INV) directed_by]--> Bewitched --[No Operation]--> Bewitched
Neg LogProb(↓):   0.000592
Path Entropy(↓):  0.005488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by mozhan marno
Start Entity:     Mozhan Marnò
Gold Answer:      [['Cyrus Nowrasteh', 'Freidoune Sahebjam']]
Predicted Ans:    Freidoune Sahebjam
Predicted Path:   Mozhan Marnò --[(INV) starred_actors]--> The Stoning of Soraya M. --[written_by]--> Freidoune Sahebjam
Path (Raw):       Mozhan Marnò --[No Operation]--> Mozhan Marnò --[(INV) starred_actors]--> The Stoning of Soraya M. --[written_by]--> Freidoune Sahebjam
Neg LogProb(↓):   0.019822
Path Entropy(↓):  0.097212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in eurotrip
Start Entity:     EuroTrip
Gold Answer:      [['2006', '2010', '2004']]
Predicted Ans:    2004
Predicted Path:   EuroTrip --[starred_actors]--> Scott Mechlowicz --[(INV) starred_actors]--> Mean Creek --[release_year]--> 2004
Path (Raw):       EuroTrip --[starred_actors]--> Scott Mechlowicz --[(INV) starred_actors]--> Mean Creek --[release_year]--> 2004
Neg LogProb(↓):   0.145894
Path Entropy(↓):  0.468754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by christina yao
Start Entity:     Christina Yao
Gold Answer:      [['Aaron Kwok']]
Predicted Ans:    Aaron Kwok
Predicted Path:   Christina Yao --[(INV) directed_by]--> Empire of Silver --[starred_actors]--> Aaron Kwok
Path (Raw):       Christina Yao --[No Operation]--> Christina Yao --[(INV) directed_by]--> Empire of Silver --[starred_actors]--> Aaron Kwok
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for return from witch mountain
Start Entity:     Return from Witch Mountain
Gold Answer:      [['Alexander Key', 'Malcolm Marmorstein']]
Predicted Ans:    Malcolm Marmorstein
Predicted Path:   Return from Witch Mountain --[written_by]--> Malcolm Marmorstein --[(INV) written_by]--> Love Bites --[written_by]--> Malcolm Marmorstein
Path (Raw):       Return from Witch Mountain --[written_by]--> Malcolm Marmorstein --[(INV) written_by]--> Love Bites --[written_by]--> Malcolm Marmorstein
Neg LogProb(↓):   0.139829
Path Entropy(↓):  0.395939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was alex winter the writer of
Start Entity:     Alex Winter
Gold Answer:      [['Freaked', 'Downloaded', 'Fever']]
Predicted Ans:    Fever
Predicted Path:   Alex Winter --[(INV) written_by]--> Fever --[written_by]--> Alex Winter --[(INV) written_by]--> Fever
Path (Raw):       Alex Winter --[(INV) written_by]--> Fever --[written_by]--> Alex Winter --[(INV) written_by]--> Fever
Neg LogProb(↓):   0.552437
Path Entropy(↓):  1.147037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of we live in public
Start Entity:     We Live in Public
Gold Answer:      [['2010', '2004']]
Predicted Ans:    2009
Predicted Path:   We Live in Public --[directed_by]--> Ondi Timoner --[(INV) directed_by]--> We Live in Public --[release_year]--> 2009
Path (Raw):       We Live in Public --[directed_by]--> Ondi Timoner --[(INV) directed_by]--> We Live in Public --[release_year]--> 2009
Neg LogProb(↓):   0.004386
Path Entropy(↓):  0.029028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by josh randall
Start Entity:     Josh Randall
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Josh Randall --[(INV) starred_actors]--> Timber Falls --[has_genre]--> Horror
Path (Raw):       Josh Randall --[No Operation]--> Josh Randall --[(INV) starred_actors]--> Timber Falls --[has_genre]--> Horror
Neg LogProb(↓):   0.467337
Path Entropy(↓):  0.660705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie body and soul were in which genres
Start Entity:     Body and Soul
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Body and Soul --[written_by]--> Abraham Polonsky --[(INV) written_by]--> Madigan --[has_genre]--> Drama
Path (Raw):       Body and Soul --[written_by]--> Abraham Polonsky --[(INV) written_by]--> Madigan --[has_genre]--> Drama
Neg LogProb(↓):   0.124721
Path Entropy(↓):  0.376191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of manhattan murder mystery starred who
Start Entity:     Manhattan Murder Mystery
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Manhattan Murder Mystery --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Manhattan Murder Mystery --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.928359
Path Entropy(↓):  2.504892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie vengeance valley were in which genres
Start Entity:     Vengeance Valley
Gold Answer:      [['Western', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Vengeance Valley --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Path (Raw):       Vengeance Valley --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Neg LogProb(↓):   1.173900
Path Entropy(↓):  1.917163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of red cliff
Start Entity:     Red Cliff
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Red Cliff --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Red Cliff --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.526278
Path Entropy(↓):  4.071901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie cassandra's dream were released in which years
Start Entity:     Cassandra's Dream
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    2010
Predicted Path:   Cassandra's Dream --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[release_year]--> 2010
Path (Raw):       Cassandra's Dream --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[release_year]--> 2010
Neg LogProb(↓):   2.187778
Path Entropy(↓):  3.176786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the flags of our fathers director
Start Entity:     Flags of Our Fathers
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Fantasy
Predicted Path:   Flags of Our Fathers --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[has_genre]--> Fantasy
Path (Raw):       Flags of Our Fathers --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Hereafter --[has_genre]--> Fantasy
Neg LogProb(↓):   0.104464
Path Entropy(↓):  0.458722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the hunted
Start Entity:     The Hunted
Gold Answer:      [['Max von Sydow', 'Peter Falk', 'Emile Hirsch', 'Michael Paré', 'Francisco Rabal', 'Bruno Cremer', 'Amidou', 'Ashton Kutcher', 'Lee J. Cobb', 'Chevy Chase', 'Joanna Miles', 'Carey Lowell', 'Dwier Brown', 'Jenny Seagrove', 'Nick Nolte', 'Willem Dafoe', 'Ashley Judd', 'Brendan Fletcher', 'Gregory Hines', 'David Caruso', 'Thomas Haden Church', 'Fernando Rey', 'Ellen Burstyn', 'Warren Oates', 'Michael Shannon', 'Melissa Sagemiller', 'William Petersen', 'Richard Crenna', 'Linda Fiorentino', 'Kevin Costner', 'Roy Scheider', 'Michael Biehn', 'Gene Hackman', 'Juno Temple', 'Chazz Palminteri', 'Cliff Gorman', 'Laurence Luckinbill', 'Kenneth Nelson', 'Frederick Combs', 'Sigourney Weaver', 'Allen Garfield', 'John Pankow', 'Samuel L. Jackson', 'Shaun Sipos', 'Peter Boyle', 'Matthew McConaughey', 'Al Pacino', 'Alex McArthur', 'Bradford Dillman', 'Richard Gilliland', 'Tommy Lee Jones', 'Nicholas Campbell']]
Predicted Ans:    Michael Paré
Predicted Path:   The Hunted --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage --[starred_actors]--> Michael Paré
Path (Raw):       The Hunted --[directed_by]--> William Friedkin --[(INV) directed_by]--> Rampage --[starred_actors]--> Michael Paré
Neg LogProb(↓):   0.430549
Path Entropy(↓):  1.214105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with george marion jr.
Start Entity:     George Marion Jr.
Gold Answer:      [['Edward Kaufman', 'Kenneth S. Webb', 'Dwight Taylor', 'Samuel Hoffenstein', 'Waldemar Young', 'Dorothy Yost', 'Léopold Marchand', 'Paul Armont', 'Wallace Smith']]
Predicted Ans:    Samuel Hoffenstein
Predicted Path:   George Marion Jr. --[(INV) written_by]--> The Gay Divorcee --[written_by]--> Samuel Hoffenstein
Path (Raw):       George Marion Jr. --[No Operation]--> George Marion Jr. --[(INV) written_by]--> The Gay Divorcee --[written_by]--> Samuel Hoffenstein
Neg LogProb(↓):   0.347067
Path Entropy(↓):  1.004669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the our vines have tender grapes director release
Start Entity:     Our Vines Have Tender Grapes
Gold Answer:      [['1954', '1951', '1943']]
Predicted Ans:    1943
Predicted Path:   Our Vines Have Tender Grapes --[directed_by]--> Roy Rowland --[(INV) directed_by]--> A Stranger in Town --[release_year]--> 1943
Path (Raw):       Our Vines Have Tender Grapes --[directed_by]--> Roy Rowland --[(INV) directed_by]--> A Stranger in Town --[release_year]--> 1943
Neg LogProb(↓):   0.446896
Path Entropy(↓):  0.943456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by michael beck in
Start Entity:     Michael Beck
Gold Answer:      [['Fantasy', 'Musical', 'Action']]
Predicted Ans:    Action
Predicted Path:   Michael Beck --[(INV) starred_actors]--> Megaforce --[has_genre]--> Action
Path (Raw):       Michael Beck --[No Operation]--> Michael Beck --[(INV) starred_actors]--> Megaforce --[has_genre]--> Action
Neg LogProb(↓):   0.320700
Path Entropy(↓):  0.587546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by william f. brown
Start Entity:     William F. Brown
Gold Answer:      [['Sidney Lumet']]
Predicted Ans:    Sidney Lumet
Predicted Path:   William F. Brown --[(INV) written_by]--> The Wiz --[directed_by]--> Sidney Lumet
Path (Raw):       William F. Brown --[No Operation]--> William F. Brown --[(INV) written_by]--> The Wiz --[directed_by]--> Sidney Lumet
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by albert band
Start Entity:     Albert Band
Gold Answer:      [['Audie Murphy', 'Bill Mauldin', 'Royal Dano']]
Predicted Ans:    Audie Murphy
Predicted Path:   Albert Band --[(INV) written_by]--> The Red Badge of Courage --[starred_actors]--> Audie Murphy
Path (Raw):       Albert Band --[No Operation]--> Albert Band --[(INV) written_by]--> The Red Badge of Courage --[starred_actors]--> Audie Murphy
Neg LogProb(↓):   0.000247
Path Entropy(↓):  0.002306
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed white lightning
Start Entity:     White Lightning
Gold Answer:      [['John Godey', 'Fania Fénelon', 'Arthur Miller', 'Rod Serling', 'Robert Caswell', 'Peter Silverman', 'John Kohn', 'Peter Lovesey', 'Peter Stone', 'Stephen Carpenter', 'Margaret Oberman', 'Irving Wallace', 'Jim Piddock', 'John Pielmeier', 'Flora Rheta Schreiber']]
Predicted Ans:    John Godey
Predicted Path:   White Lightning --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[written_by]--> John Godey
Path (Raw):       White Lightning --[directed_by]--> Joseph Sargent --[(INV) directed_by]--> The Taking of Pelham One Two Three --[written_by]--> John Godey
Neg LogProb(↓):   0.623350
Path Entropy(↓):  0.972205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed forever strong
Start Entity:     Forever Strong
Gold Answer:      [['Herman Melville']]
Predicted Ans:    David Pliler
Predicted Path:   Forever Strong --[directed_by]--> Ryan Little --[(INV) directed_by]--> Forever Strong --[written_by]--> David Pliler
Path (Raw):       Forever Strong --[directed_by]--> Ryan Little --[(INV) directed_by]--> Forever Strong --[written_by]--> David Pliler
Neg LogProb(↓):   0.032252
Path Entropy(↓):  0.163649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed chandni chowk to china
Start Entity:     Chandni Chowk to China
Gold Answer:      [['2003', '2013']]
Predicted Ans:    2003
Predicted Path:   Chandni Chowk to China --[directed_by]--> Nikhil Advani --[(INV) directed_by]--> Kal Ho Naa Ho --[release_year]--> 2003
Path (Raw):       Chandni Chowk to China --[directed_by]--> Nikhil Advani --[(INV) directed_by]--> Kal Ho Naa Ho --[release_year]--> 2003
Neg LogProb(↓):   0.464776
Path Entropy(↓):  0.915870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of andrea marcovicci starred movies
Start Entity:     Andrea Marcovicci
Gold Answer:      [['Larry Cohen', 'Oliver Stone', 'Henry Jaglom']]
Predicted Ans:    Larry Cohen
Predicted Path:   Andrea Marcovicci --[(INV) starred_actors]--> The Stuff --[directed_by]--> Larry Cohen
Path (Raw):       Andrea Marcovicci --[No Operation]--> Andrea Marcovicci --[(INV) starred_actors]--> The Stuff --[directed_by]--> Larry Cohen
Neg LogProb(↓):   0.735265
Path Entropy(↓):  0.847091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie the professionals released
Start Entity:     The Professionals
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   The Professionals --[release_year]--> 1966 --[(INV) release_year]--> Seconds --[release_year]--> 1966
Path (Raw):       The Professionals --[release_year]--> 1966 --[(INV) release_year]--> Seconds --[release_year]--> 1966
Neg LogProb(↓):   2.893050
Path Entropy(↓):  4.018970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie husbands and wives
Start Entity:     Husbands and Wives
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Husbands and Wives --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Path (Raw):       Husbands and Wives --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   0.744993
Path Entropy(↓):  2.240528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of secondhand lions
Start Entity:     Secondhand Lions
Gold Answer:      [['Tim McCanlies']]
Predicted Ans:    Brad Bird
Predicted Path:   Secondhand Lions --[written_by]--> Tim McCanlies --[(INV) written_by]--> The Iron Giant --[written_by]--> Brad Bird
Path (Raw):       Secondhand Lions --[written_by]--> Tim McCanlies --[(INV) written_by]--> The Iron Giant --[written_by]--> Brad Bird
Neg LogProb(↓):   0.027623
Path Entropy(↓):  0.127540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of american me also wrote which movies
Start Entity:     American Me
Gold Answer:      [['The Hollywood Knights', 'There Goes My Baby', "White Man's Burden"]]
Predicted Ans:    There Goes My Baby
Predicted Path:   American Me --[written_by]--> Floyd Mutrux --[(INV) written_by]--> There Goes My Baby
Path (Raw):       American Me --[written_by]--> Floyd Mutrux --[(INV) written_by]--> There Goes My Baby --[No Operation]--> There Goes My Baby
Neg LogProb(↓):   0.689602
Path Entropy(↓):  0.774166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the last mistress
Start Entity:     The Last Mistress
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   The Last Mistress --[starred_actors]--> Asia Argento --[(INV) starred_actors]--> Boarding Gate --[in_language]--> French
Path (Raw):       The Last Mistress --[starred_actors]--> Asia Argento --[(INV) starred_actors]--> Boarding Gate --[in_language]--> French
Neg LogProb(↓):   0.014082
Path Entropy(↓):  0.073675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by howard franklin
Start Entity:     Howard Franklin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Howard Franklin --[(INV) directed_by]--> Quick Change --[has_genre]--> Comedy
Path (Raw):       Howard Franklin --[No Operation]--> Howard Franklin --[(INV) directed_by]--> Quick Change --[has_genre]--> Comedy
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000746
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie anna christie were in which genres
Start Entity:     Anna Christie
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Anna Christie --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie --[has_genre]--> Drama
Path (Raw):       Anna Christie --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie --[has_genre]--> Drama
Neg LogProb(↓):   0.109950
Path Entropy(↓):  0.472877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by dogville actors
Start Entity:     Dogville
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Crime
Predicted Path:   Dogville --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl --[has_genre]--> Crime
Path (Raw):       Dogville --[starred_actors]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl --[has_genre]--> Crime
Neg LogProb(↓):   1.551112
Path Entropy(↓):  2.265963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by shaolin temple actors
Start Entity:     Shaolin Temple
Gold Answer:      [['Chang Cheh']]
Predicted Ans:    Chang Cheh
Predicted Path:   Shaolin Temple --[starred_actors]--> David Chiang --[(INV) starred_actors]--> The New One-Armed Swordsman --[directed_by]--> Chang Cheh
Path (Raw):       Shaolin Temple --[starred_actors]--> David Chiang --[(INV) starred_actors]--> The New One-Armed Swordsman --[directed_by]--> Chang Cheh
Neg LogProb(↓):   0.001014
Path Entropy(↓):  0.008000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the wonderful, horrible life of leni riefenstahl
Start Entity:     The Wonderful, Horrible Life of Leni Riefenstahl
Gold Answer:      [['1932', '1933']]
Predicted Ans:    1933
Predicted Path:   The Wonderful, Horrible Life of Leni Riefenstahl --[starred_actors]--> Leni Riefenstahl --[(INV) starred_actors]--> S.O.S. Eisberg --[release_year]--> 1933
Path (Raw):       The Wonderful, Horrible Life of Leni Riefenstahl --[starred_actors]--> Leni Riefenstahl --[(INV) starred_actors]--> S.O.S. Eisberg --[release_year]--> 1933
Neg LogProb(↓):   0.231581
Path Entropy(↓):  0.745339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the warriors
Start Entity:     The Warriors
Gold Answer:      [['1980', '1992', '1985', '1984', '1982', '1995', '1990', '1989', '1942', '1996', '2002', '1981', '2012', '2011', '1988', '1978', '2000', '1975', '2005', '1987', '1986']]
Predicted Ans:    1978
Predicted Path:   The Warriors --[directed_by]--> Walter Hill --[(INV) directed_by]--> The Driver --[release_year]--> 1978
Path (Raw):       The Warriors --[directed_by]--> Walter Hill --[(INV) directed_by]--> The Driver --[release_year]--> 1978
Neg LogProb(↓):   1.583980
Path Entropy(↓):  2.315016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie nine were released in which years
Start Entity:     Nine
Gold Answer:      [['1998', '1976', '2003', '1992', '1991', '1996', '2006', '1999', '1994']]
Predicted Ans:    2006
Predicted Path:   Nine --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[release_year]--> 2006
Path (Raw):       Nine --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[release_year]--> 2006
Neg LogProb(↓):   0.301669
Path Entropy(↓):  0.828219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Gustav frohlich appears in which movies
Start Entity:     Gustav Fröhlich
Gold Answer:      [['Metropolis']]
Predicted Ans:    Metropolis
Predicted Path:   Gustav Fröhlich --[(INV) starred_actors]--> Metropolis --[starred_actors]--> Alfred Abel --[(INV) starred_actors]--> Metropolis
Path (Raw):       Gustav Fröhlich --[(INV) starred_actors]--> Metropolis --[starred_actors]--> Alfred Abel --[(INV) starred_actors]--> Metropolis
Neg LogProb(↓):   0.003415
Path Entropy(↓):  0.023020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film diary of a lost girl
Start Entity:     Diary of a Lost Girl
Gold Answer:      [['Georg Wilhelm Pabst']]
Predicted Ans:    Georg Wilhelm Pabst
Predicted Path:   Diary of a Lost Girl --[starred_actors]--> Louise Brooks --[(INV) starred_actors]--> Pandora's Box --[directed_by]--> Georg Wilhelm Pabst
Path (Raw):       Diary of a Lost Girl --[starred_actors]--> Louise Brooks --[(INV) starred_actors]--> Pandora's Box --[directed_by]--> Georg Wilhelm Pabst
Neg LogProb(↓):   0.012808
Path Entropy(↓):  0.068327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by akemi yamaguchi
Start Entity:     Akemi Yamaguchi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Akemi Yamaguchi --[(INV) starred_actors]--> Grave of the Fireflies --[in_language]--> Japanese
Path (Raw):       Akemi Yamaguchi --[No Operation]--> Akemi Yamaguchi --[(INV) starred_actors]--> Grave of the Fireflies --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with david carradine
Start Entity:     David Carradine
Gold Answer:      [['Leon Isaac Kennedy', 'Claudia Jennings', 'Luke Askew', 'Charlton Heston', 'Michael Shaner', 'Roddy McDowall', 'Ned Beatty', 'Christopher Lee', 'Chuck Norris', 'Rob Schneider', 'Stacy Keach', 'Sylvester Stallone', 'Barbara Carrera', 'Ronny Cox', 'Melinda Dillon', 'Gail Strickland', 'Scott Wilson', 'Michael Moriarty', 'Richard Roundtree', 'Candy Clark', 'Jennifer Morrison', 'Sherilyn Fenn', 'Peter Nelson', 'Simone Griffeth']]
Predicted Ans:    Sherilyn Fenn
Predicted Path:   David Carradine --[(INV) starred_actors]--> Crime Zone --[starred_actors]--> Sherilyn Fenn
Path (Raw):       David Carradine --[No Operation]--> David Carradine --[(INV) starred_actors]--> Crime Zone --[starred_actors]--> Sherilyn Fenn
Neg LogProb(↓):   0.589697
Path Entropy(↓):  1.183307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of two for the road
Start Entity:     Two for the Road
Gold Answer:      [['Peter Bogdanovich', 'Johan Kling', 'Stanley Kubrick', 'John Schlesinger']]
Predicted Ans:    John Schlesinger
Predicted Path:   Two for the Road --[written_by]--> Frederic Raphael --[(INV) written_by]--> Darling --[directed_by]--> John Schlesinger
Path (Raw):       Two for the Road --[written_by]--> Frederic Raphael --[(INV) written_by]--> Darling --[directed_by]--> John Schlesinger
Neg LogProb(↓):   0.332804
Path Entropy(↓):  0.662040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by james poe
Start Entity:     James Poe
Gold Answer:      [['1963', '1959', '1961', '1965', '1969', '1955', '1958']]
Predicted Ans:    1958
Predicted Path:   James Poe --[(INV) written_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       James Poe --[No Operation]--> James Poe --[(INV) written_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   0.008669
Path Entropy(↓):  0.062860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by no holds barred writers release
Start Entity:     No Holds Barred
Gold Answer:      [['1980']]
Predicted Ans:    1989
Predicted Path:   No Holds Barred --[written_by]--> Dennis Hackin --[(INV) written_by]--> No Holds Barred --[release_year]--> 1989
Path (Raw):       No Holds Barred --[written_by]--> Dennis Hackin --[(INV) written_by]--> No Holds Barred --[release_year]--> 1989
Neg LogProb(↓):   0.007314
Path Entropy(↓):  0.043126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies written by the writer of hell's hinges
Start Entity:     Hell's Hinges
Gold Answer:      [['Madeleine Carroll', 'Preston Foster', 'Yul Brynner', 'Margot Grahame', 'Fredric March', 'Mae Busch', 'Charles Boyer', 'Harry Stubbs', 'Gary Cooper', 'Paulette Goddard', 'Franciska Gaal', 'Akim Tamiroff', 'Inger Stevens', 'Claire Bloom', 'Chester Morris']]
Predicted Ans:    Yul Brynner
Predicted Path:   Hell's Hinges --[written_by]--> C. Gardner Sullivan --[(INV) written_by]--> The Buccaneer --[starred_actors]--> Yul Brynner
Path (Raw):       Hell's Hinges --[written_by]--> C. Gardner Sullivan --[(INV) written_by]--> The Buccaneer --[starred_actors]--> Yul Brynner
Neg LogProb(↓):   0.885273
Path Entropy(↓):  1.184833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by oliver stone
Start Entity:     Oliver Stone
Gold Answer:      [['Juliette Lewis', 'Cameron Diaz', 'Tom Cruise', 'Meg Ryan', 'Tom Sizemore', 'Charlie Sheen', 'Anthony Hopkins', 'Michael Caine', 'James Woods', 'Sean Penn', 'Billy Bob Thornton', 'Willem Dafoe', 'Nicolas Cage', 'Blake Lively', 'Josh Brolin', 'Maria Bello', 'Eric Bogosian', 'Dennis Quaid', 'Tom Berenger', 'Powers Boothe', 'Frank Whaley', 'Leslie Hope', 'Val Kilmer', 'Taylor Kitsch', 'Andrea Marcovicci', 'Fidel Castro', 'Kyle MacLachlan', 'James Belushi', 'John Savage', 'Michael Murphy', 'Joan Allen', 'Tariq Ali', 'Ellen Greene', 'Raúl Castro', 'Hugo Chávez', 'Rafael Correa', 'Ed Harris', 'Woody Harrelson', 'Al Pacino']]
Predicted Ans:    Oliver Stone
Predicted Path:   Oliver Stone --[(INV) directed_by]--> Alexander --[directed_by]--> Oliver Stone
Path (Raw):       Oliver Stone --[No Operation]--> Oliver Stone --[(INV) directed_by]--> Alexander --[directed_by]--> Oliver Stone
Neg LogProb(↓):   1.298414
Path Entropy(↓):  1.991113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor elliott reid starred together with who
Start Entity:     Elliott Reid
Gold Answer:      [['Marilyn Monroe', 'Jane Russell', 'Carla Balenda', 'Charles Coburn']]
Predicted Ans:    Elliott Reid
Predicted Path:   Elliott Reid --[(INV) starred_actors]--> Gentlemen Prefer Blondes --[starred_actors]--> Elliott Reid
Path (Raw):       Elliott Reid --[No Operation]--> Elliott Reid --[(INV) starred_actors]--> Gentlemen Prefer Blondes --[starred_actors]--> Elliott Reid
Neg LogProb(↓):   0.836553
Path Entropy(↓):  1.317736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share screenwriters with sherlock holmes faces death fall under
Start Entity:     Sherlock Holmes Faces Death
Gold Answer:      [['Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Sherlock Holmes Faces Death --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> Young Sherlock Holmes --[has_genre]--> Adventure
Path (Raw):       Sherlock Holmes Faces Death --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> Young Sherlock Holmes --[has_genre]--> Adventure
Neg LogProb(↓):   1.061366
Path Entropy(↓):  1.716036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with ollie hopnoodle's haven of bliss fall under
Start Entity:     Ollie Hopnoodle's Haven of Bliss
Gold Answer:      [['Drama', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ollie Hopnoodle's Haven of Bliss --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss --[has_genre]--> Comedy
Path (Raw):       Ollie Hopnoodle's Haven of Bliss --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss --[has_genre]--> Comedy
Neg LogProb(↓):   0.132258
Path Entropy(↓):  0.481031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by satoko okudera released
Start Entity:     Satoko Okudera
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2009
Predicted Path:   Satoko Okudera --[(INV) written_by]--> Summer Wars --[release_year]--> 2009
Path (Raw):       Satoko Okudera --[No Operation]--> Satoko Okudera --[(INV) written_by]--> Summer Wars --[release_year]--> 2009
Neg LogProb(↓):   0.510490
Path Entropy(↓):  0.672930
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with edward barry roberts
Start Entity:     Edward Barry Roberts
Gold Answer:      [['Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Edward Barry Roberts --[(INV) written_by]--> Forsaking All Others --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Edward Barry Roberts --[No Operation]--> Edward Barry Roberts --[(INV) written_by]--> Forsaking All Others --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.000937
Path Entropy(↓):  0.007466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed falling in love
Start Entity:     Falling in Love
Gold Answer:      [['Frank D. Gilroy', 'Joan Didion', 'Jacquelyn Mitchard', 'Barbara Turner', 'John Gregory Dunne']]
Predicted Ans:    Jacquelyn Mitchard
Predicted Path:   Falling in Love --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard
Path (Raw):       Falling in Love --[directed_by]--> Ulu Grosbard --[(INV) directed_by]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard
Neg LogProb(↓):   0.049904
Path Entropy(↓):  0.250771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by benoit delepine were in which languages
Start Entity:     Benoît Delépine
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Benoît Delépine --[(INV) directed_by]--> Mammuth --[in_language]--> French
Path (Raw):       Benoît Delépine --[No Operation]--> Benoît Delépine --[(INV) directed_by]--> Mammuth --[in_language]--> French
Neg LogProb(↓):   0.006610
Path Entropy(↓):  0.039681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film hour of the gun were in which genres
Start Entity:     Hour of the Gun
Gold Answer:      [['Drama', 'Western', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Hour of the Gun --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[has_genre]--> Western
Path (Raw):       Hour of the Gun --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[has_genre]--> Western
Neg LogProb(↓):   0.021607
Path Entropy(↓):  0.130374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the man with one red shoe
Start Entity:     The Man with One Red Shoe
Gold Answer:      [['Philadelphia', 'Toy Story 3', 'Tootsie', 'Saving Mr. Banks', 'Nothing in Common', 'Bad Ronald', 'Captain Phillips', 'The Polar Express', 'Modern Problems', 'Apollo 13', "The 'Burbs", 'Toy Story', "Charlie Wilson's War", 'Bachelor Party', 'Joe Versus the Volcano', 'Dragnet', 'The Ladykillers', 'The Green Mile', 'Where the Heart Is', 'Clifford', 'Splash', 'Sleepless in Seattle', 'Catch Me If You Can', 'WarGames', "You've Got Mail", 'The Da Vinci Code', 'The Money Pit', 'A League of Their Own', 'Killing Lincoln', 'Volunteers', 'Forrest Gump', 'Larry Crowne', 'Short Time', 'Saving Private Ryan', 'Punchline', 'Big', 'The Terminal', 'The Bonfire of the Vanities', 'Hot to Trot']]
Predicted Ans:    The Da Vinci Code
Predicted Path:   The Man with One Red Shoe --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code
Path (Raw):       The Man with One Red Shoe --[starred_actors]--> Tom Hanks --[No Operation]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code
Neg LogProb(↓):   0.972159
Path Entropy(↓):  2.096774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed leaving normal
Start Entity:     Leaving Normal
Gold Answer:      [['Marshall Herskovitz', 'John Logan', 'Edward Zwick', 'Nechama Tec', 'Jim Harrison', 'Kevin Jarre', 'Peter Burchard', 'Lincoln Kirstein', 'Robert Gould Shaw']]
Predicted Ans:    Edward Zwick
Predicted Path:   Leaving Normal --[directed_by]--> Edward Zwick --[(INV) directed_by]--> The Siege --[written_by]--> Edward Zwick
Path (Raw):       Leaving Normal --[directed_by]--> Edward Zwick --[(INV) directed_by]--> The Siege --[written_by]--> Edward Zwick
Neg LogProb(↓):   0.182721
Path Entropy(↓):  0.626707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did cary fukunaga direct
Start Entity:     Cary Fukunaga
Gold Answer:      [['Jane Eyre']]
Predicted Ans:    Jane Eyre
Predicted Path:   Cary Fukunaga --[(INV) directed_by]--> Jane Eyre --[written_by]--> Charlotte Brontë --[(INV) written_by]--> Jane Eyre
Path (Raw):       Cary Fukunaga --[(INV) directed_by]--> Jane Eyre --[written_by]--> Charlotte Brontë --[(INV) written_by]--> Jane Eyre
Neg LogProb(↓):   2.772594
Path Entropy(↓):  2.772659
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the way ahead
Start Entity:     The Way Ahead
Gold Answer:      [['Carol Reed']]
Predicted Ans:    Carol Reed
Predicted Path:   The Way Ahead --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Path (Raw):       The Way Ahead --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Neg LogProb(↓):   0.217962
Path Entropy(↓):  0.569062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed enough
Start Entity:     Enough
Gold Answer:      [['1983', '1988', '1980', '2001', '2012', '1992', '1991', '2006', '1985', '1994', '1999', '1979', '1987', '1981', '1974', '2007']]
Predicted Ans:    1999
Predicted Path:   Enough --[directed_by]--> Michael Apted --[(INV) directed_by]--> The World Is Not Enough --[release_year]--> 1999
Path (Raw):       Enough --[directed_by]--> Michael Apted --[(INV) directed_by]--> The World Is Not Enough --[release_year]--> 1999
Neg LogProb(↓):   1.546232
Path Entropy(↓):  1.999251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by hal fimberg were in which genres
Start Entity:     Hal Fimberg
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Hal Fimberg --[(INV) written_by]--> Our Man Flint --[has_genre]--> Action
Path (Raw):       Hal Fimberg --[No Operation]--> Hal Fimberg --[(INV) written_by]--> Our Man Flint --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does jane greer appear in
Start Entity:     Jane Greer
Gold Answer:      [['Man of a Thousand Faces', 'The Big Steal', 'Out of the Past', 'Desperate Search', 'The Prisoner of Zenda', "They Won't Believe Me"]]
Predicted Ans:    Desperate Search
Predicted Path:   Jane Greer --[(INV) starred_actors]--> Desperate Search --[starred_actors]--> Patricia Medina --[(INV) starred_actors]--> Desperate Search
Path (Raw):       Jane Greer --[(INV) starred_actors]--> Desperate Search --[starred_actors]--> Patricia Medina --[(INV) starred_actors]--> Desperate Search
Neg LogProb(↓):   0.738063
Path Entropy(↓):  1.326708
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Joel seria directed which movies
Start Entity:     Joël Séria
Gold Answer:      [["Don't Deliver Us from Evil"]]
Predicted Ans:    Don't Deliver Us from Evil
Predicted Path:   Joël Séria --[(INV) directed_by]--> Don't Deliver Us from Evil --[directed_by]--> Joël Séria --[(INV) directed_by]--> Don't Deliver Us from Evil
Path (Raw):       Joël Séria --[(INV) directed_by]--> Don't Deliver Us from Evil --[directed_by]--> Joël Séria --[(INV) directed_by]--> Don't Deliver Us from Evil
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by gabriele muccino
Start Entity:     Gabriele Muccino
Gold Answer:      [['Harvey Weinstein', 'Paul Haggis']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[written_by]--> Gabriele Muccino
Path (Raw):       Gabriele Muccino --[No Operation]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[written_by]--> Gabriele Muccino
Neg LogProb(↓):   1.432466
Path Entropy(↓):  1.587190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of son frere is also the director of which films
Start Entity:     Son frère
Gold Answer:      [['Those Who Love Me Can Take the Train', 'Gabrielle', 'Intimacy']]
Predicted Ans:    Gabrielle
Predicted Path:   Son frère --[directed_by]--> Patrice Chéreau --[(INV) directed_by]--> Gabrielle
Path (Raw):       Son frère --[directed_by]--> Patrice Chéreau --[(INV) directed_by]--> Gabrielle --[No Operation]--> Gabrielle
Neg LogProb(↓):   0.405865
Path Entropy(↓):  0.943607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jenny o'hara acted together with who
Start Entity:     Jenny O'Hara
Gold Answer:      [['Chris Messina', 'Bojana Novakovic']]
Predicted Ans:    Jenny O'Hara
Predicted Path:   Jenny O'Hara --[(INV) starred_actors]--> Devil --[starred_actors]--> Jenny O'Hara
Path (Raw):       Jenny O'Hara --[No Operation]--> Jenny O'Hara --[(INV) starred_actors]--> Devil --[starred_actors]--> Jenny O'Hara
Neg LogProb(↓):   0.121879
Path Entropy(↓):  0.391300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre for the happiest days of your life
Start Entity:     The Happiest Days of Your Life
Gold Answer:      [['Comedy']]
Predicted Ans:    frank launder
Predicted Path:   The Happiest Days of Your Life --[has_tags]--> frank launder --[(INV) has_tags]--> The Happiest Days of Your Life --[has_tags]--> frank launder
Path (Raw):       The Happiest Days of Your Life --[has_tags]--> frank launder --[(INV) has_tags]--> The Happiest Days of Your Life --[has_tags]--> frank launder
Neg LogProb(↓):   3.290093
Path Entropy(↓):  1.018896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films directed by mitja okorn fall under
Start Entity:     Mitja Okorn
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mitja Okorn --[(INV) directed_by]--> Letters to Santa --[has_genre]--> Comedy
Path (Raw):       Mitja Okorn --[No Operation]--> Mitja Okorn --[(INV) directed_by]--> Letters to Santa --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor arliss howard appeared in the same movie with who
Start Entity:     Arliss Howard
Gold Answer:      [['Goldie Hawn', 'Debra Winger', 'Taryn Manning', 'Jeffrey Tambor', 'Robert Duvall', 'Dennis Quaid', 'David Arnott', 'Mare Winningham', 'Vincent Kartheiser']]
Predicted Ans:    Goldie Hawn
Predicted Path:   Arliss Howard --[(INV) starred_actors]--> CrissCross --[starred_actors]--> Goldie Hawn
Path (Raw):       Arliss Howard --[No Operation]--> Arliss Howard --[(INV) starred_actors]--> CrissCross --[starred_actors]--> Goldie Hawn
Neg LogProb(↓):   0.025599
Path Entropy(↓):  0.135499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of shadow man
Start Entity:     Shadow Man
Gold Answer:      [['Executive Decision', 'Attack Force', 'Out of Reach', 'Half Past Dead', 'Force of Execution', 'Freedom Writers', 'Driven to Kill', 'Pistol Whipped', 'Machete', 'Marked for Death', 'The Foreigner', 'Above the Law', 'Hard to Kill', 'Belly of the Beast', 'Ticker', 'Out for a Kill', 'A Dangerous Man', 'Into the Sun', 'The Keeper', 'Maximum Conviction', 'On Deadly Ground', 'Urban Justice', 'Submerged', 'The Awakening', 'Today You Die', 'Mercenary for Justice', 'Exit Wounds', 'Black Dawn', 'Out for Justice', 'Kill Switch', 'Fire Down Below', 'Under Siege', 'Against the Dark', 'The Glimmer Man', 'Born to Raise Hell', 'Crush', 'The Patriot', 'Flight of Fury']]
Predicted Ans:    Attack Force
Predicted Path:   Shadow Man --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force
Path (Raw):       Shadow Man --[starred_actors]--> Steven Seagal --[No Operation]--> Steven Seagal --[(INV) starred_actors]--> Attack Force
Neg LogProb(↓):   0.580406
Path Entropy(↓):  1.347821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by june duprez released
Start Entity:     June Duprez
Gold Answer:      [['2002', '1940', '1939']]
Predicted Ans:    1940
Predicted Path:   June Duprez --[(INV) starred_actors]--> The Thief of Bagdad --[release_year]--> 1940
Path (Raw):       June Duprez --[No Operation]--> June Duprez --[(INV) starred_actors]--> The Thief of Bagdad --[release_year]--> 1940
Neg LogProb(↓):   0.256919
Path Entropy(↓):  0.535384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with reflections in a golden eye fall under
Start Entity:     Reflections in a Golden Eye
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Reflections in a Golden Eye --[directed_by]--> John Huston --[(INV) directed_by]--> Across the Pacific --[has_genre]--> Adventure
Path (Raw):       Reflections in a Golden Eye --[directed_by]--> John Huston --[(INV) directed_by]--> Across the Pacific --[has_genre]--> Adventure
Neg LogProb(↓):   0.744551
Path Entropy(↓):  0.998484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film zoo in budapest are written by who
Start Entity:     Zoo in Budapest
Gold Answer:      [['Erwin S. Gelsey', 'H.W. Hanemann', 'Lou Brock', 'Anne Caldwell', 'Robert E. Sherwood', 'Clare Boothe Luce', 'Sally Benson', 'Anne Parrish', 'Jack London', 'Benjamin Glazer', 'Frederick Lonsdale', 'Cyril Hume', 'Jo Swerling', 'Mel Dinelli', 'Gene Towne', 'Robert Nathan', 'Allen Rivkin', 'C. Graham Baker', 'Tom Lewis', 'Kelley Roos', 'Laura Kerr', 'Hella Wuolijoki', 'Leonardo Bercovici', 'Victor Trivas', 'Luchino Visconti', 'Walter Lord', 'Nunnally Johnson', 'Alan Le May', 'Oscar Millard', 'Eric Ambler', 'Albert Camus', 'Jean Bart']]
Predicted Ans:    Sally Benson
Predicted Path:   Zoo in Budapest --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Come to the Stable --[written_by]--> Sally Benson
Path (Raw):       Zoo in Budapest --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Come to the Stable --[written_by]--> Sally Benson
Neg LogProb(↓):   0.685643
Path Entropy(↓):  1.766899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Lajos koltai was the director of which movies
Start Entity:     Lajos Koltai
Gold Answer:      [['Fateless', 'Evening']]
Predicted Ans:    Evening
Predicted Path:   Lajos Koltai --[(INV) directed_by]--> Evening --[directed_by]--> Lajos Koltai --[(INV) directed_by]--> Evening
Path (Raw):       Lajos Koltai --[(INV) directed_by]--> Evening --[directed_by]--> Lajos Koltai --[(INV) directed_by]--> Evening
Neg LogProb(↓):   0.488109
Path Entropy(↓):  1.054457
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by clinton leupp
Start Entity:     Clinton Leupp
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Clinton Leupp --[(INV) starred_actors]--> Girls Will Be Girls --[has_genre]--> Comedy
Path (Raw):       Clinton Leupp --[No Operation]--> Clinton Leupp --[(INV) starred_actors]--> Girls Will Be Girls --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by kevin wu
Start Entity:     Kevin Wu
Gold Answer:      [['Andrew Loo', 'Michael Di Jiacomo']]
Predicted Ans:    Michael Di Jiacomo
Predicted Path:   Kevin Wu --[(INV) starred_actors]--> Revenge of the Green Dragons --[written_by]--> Michael Di Jiacomo
Path (Raw):       Kevin Wu --[No Operation]--> Kevin Wu --[(INV) starred_actors]--> Revenge of the Green Dragons --[written_by]--> Michael Di Jiacomo
Neg LogProb(↓):   0.014975
Path Entropy(↓):  0.077311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of rocky balboa
Start Entity:     Rocky Balboa
Gold Answer:      [['1983', '1978', '2008', '2010', '1982', '1985', '1979']]
Predicted Ans:    1979
Predicted Path:   Rocky Balboa --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rocky II --[release_year]--> 1979
Path (Raw):       Rocky Balboa --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rocky II --[release_year]--> 1979
Neg LogProb(↓):   0.621262
Path Entropy(↓):  1.202899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with anatomy of a murder fall under
Start Entity:     Anatomy of a Murder
Gold Answer:      [['War']]
Predicted Ans:    Drama
Predicted Path:   Anatomy of a Murder --[written_by]--> Wendell Mayes --[(INV) written_by]--> Anatomy of a Murder --[has_genre]--> Drama
Path (Raw):       Anatomy of a Murder --[written_by]--> Wendell Mayes --[(INV) written_by]--> Anatomy of a Murder --[has_genre]--> Drama
Neg LogProb(↓):   0.046123
Path Entropy(↓):  0.210898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of susana
Start Entity:     Susana
Gold Answer:      [['Rod Hardy', 'Jean Epstein', 'Benoît Jacquot', 'Leo McCarey', 'Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Susana --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Susana --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.149271
Path Entropy(↓):  0.518194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film monte walsh were in which languages
Start Entity:     Monte Walsh
Gold Answer:      [['Vietnamese']]
Predicted Ans:    Vietnamese
Predicted Path:   Monte Walsh --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Path (Raw):       Monte Walsh --[directed_by]--> Simon Wincer --[(INV) directed_by]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by dirk bogarde
Start Entity:     Dirk Bogarde
Gold Answer:      [['1963', '1978', '2007', '1971', '1957', '1951', '1959', '1965', '1967', '1935', '1961', '1974', '1955', '1958', '1977']]
Predicted Ans:    1965
Predicted Path:   Dirk Bogarde --[(INV) starred_actors]--> Darling --[release_year]--> 1965
Path (Raw):       Dirk Bogarde --[No Operation]--> Dirk Bogarde --[(INV) starred_actors]--> Darling --[release_year]--> 1965
Neg LogProb(↓):   1.321336
Path Entropy(↓):  2.315632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of passchendaele
Start Entity:     Passchendaele
Gold Answer:      [['Paul Gross']]
Predicted Ans:    Paul Gross
Predicted Path:   Passchendaele --[written_by]--> Paul Gross --[(INV) written_by]--> Men with Brooms --[written_by]--> Paul Gross
Path (Raw):       Passchendaele --[written_by]--> Paul Gross --[(INV) written_by]--> Men with Brooms --[written_by]--> Paul Gross
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in every girl should be married
Start Entity:     Every Girl Should Be Married
Gold Answer:      [['Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Dudley Nichols', 'Matthew Josephson', 'Bouck White', 'Dorothy Parker', 'Richard Maibaum', 'Cyril Hume', 'Maurice Rapf', 'William J. Cowen', 'Norman Panama', 'Frank Tashlin', 'Carey Wilson', 'Dale Van Every', 'Leigh Janiak', 'Melville Shavelson', 'Curt Goetz', 'Roy Huggins', 'Leo Townsend', 'Donald Ogden Stewart', 'Ferenc Molnár', 'Rudyard Kipling', 'Stanley Shapiro', 'Ben Hecht', 'Charles MacArthur', 'Viña Delmar', 'Arthur Richman', 'Julius J. Epstein', 'Philip G. Epstein', 'John Lee Mahin', 'Henri Rochard', 'David Dodge', 'Anne Parrish', 'George Tabori', 'Waldemar Young', 'Allan Scott', 'Billy Wilder', 'Harvey Fergusson', 'Jack Jevne', 'Eddie Moran', 'Leonardo Bercovici', 'Joel Sayre', 'Steve Fisher', 'Nancy Meyers', 'John Michael Hayes', 'Charles Hoffman', 'Melvin Frank', 'Hugh Williams', 'Richard Brooks', 'Marc Behm', 'Joseph L. Mankiewicz', 'Robert E. Sherwood', 'Grover Jones', 'Elizabeth Page', 'Philip Barry', 'Mortimer Offner', 'Eric Hodgins', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Charles Lederer', 'Charles Shyer', 'F. Scott Fitzgerald', 'Sidney Buchman', 'Ingmar Bergman', 'Alfred Lewis Levitt', 'George Axelrod', 'Fred Guiol', 'Sidney Harmon', 'Jules Furthman', 'Herbert Baker', 'Margaret Vyner', 'Caroline Francke', 'Bessie Breuer', 'Mack Crane', 'Joseph Stone', 'John Bright', 'Edward E. Paramore Jr.', 'Edward Anhalt', 'Erich Maria Remarque', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'C.S. Forester', 'Will B. Johnstone', 'Edna Anhalt', 'James Warner Bellah', 'Maurice Richlin', 'Achmed Abdullah', 'Peter Stone', 'Leo McCarey', 'John L. Balderston', 'Mae West', 'Paul King', 'William Slavens McNutt', 'Eric Hatch', 'Compton MacKenzie', 'Morrie Ryskind', 'Norman Krasna', 'Martha Cheavens', 'Harvey F. Thew']]
Predicted Ans:    Nell Shipman
Predicted Path:   Every Girl Should Be Married --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Wings in the Dark --[written_by]--> Nell Shipman
Path (Raw):       Every Girl Should Be Married --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Wings in the Dark --[written_by]--> Nell Shipman
Neg LogProb(↓):   1.791083
Path Entropy(↓):  2.570289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of entre ses mains
Start Entity:     Entre ses mains
Gold Answer:      [['Anne Fontaine', 'Atom Egoyan']]
Predicted Ans:    Anne Fontaine
Predicted Path:   Entre ses mains --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[directed_by]--> Anne Fontaine
Path (Raw):       Entre ses mains --[written_by]--> Anne Fontaine --[(INV) written_by]--> Nathalie... --[directed_by]--> Anne Fontaine
Neg LogProb(↓):   0.061345
Path Entropy(↓):  0.258930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the great gabbo
Start Entity:     The Great Gabbo
Gold Answer:      [['Merry-Go-Round', 'If I Had a Million', 'Blind Husbands', 'Foolish Wives', 'Greed']]
Predicted Ans:    Greed
Predicted Path:   The Great Gabbo --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> Greed
Path (Raw):       The Great Gabbo --[No Operation]--> The Great Gabbo --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> Greed
Neg LogProb(↓):   0.880757
Path Entropy(↓):  1.482717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the icicle thief actors
Start Entity:     The Icicle Thief
Gold Answer:      [['Maurizio Nichetti']]
Predicted Ans:    Maurizio Nichetti
Predicted Path:   The Icicle Thief --[starred_actors]--> Maurizio Nichetti --[(INV) starred_actors]--> Stefano Quantestorie --[written_by]--> Maurizio Nichetti
Path (Raw):       The Icicle Thief --[starred_actors]--> Maurizio Nichetti --[(INV) starred_actors]--> Stefano Quantestorie --[written_by]--> Maurizio Nichetti
Neg LogProb(↓):   0.482489
Path Entropy(↓):  0.665481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by rob letterman
Start Entity:     Rob Letterman
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rob Letterman --[(INV) directed_by]--> Gulliver's Travels --[has_genre]--> Comedy
Path (Raw):       Rob Letterman --[No Operation]--> Rob Letterman --[(INV) directed_by]--> Gulliver's Travels --[has_genre]--> Comedy
Neg LogProb(↓):   0.008652
Path Entropy(↓):  0.056417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by anthony minghella
Start Entity:     Anthony Minghella
Gold Answer:      [['Michael Ondaatje', 'Charles Frazier', 'Patricia Highsmith']]
Predicted Ans:    Anthony Minghella
Predicted Path:   Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[written_by]--> Anthony Minghella
Path (Raw):       Anthony Minghella --[No Operation]--> Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[written_by]--> Anthony Minghella
Neg LogProb(↓):   0.002744
Path Entropy(↓):  0.022358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share actors with stuart little 2 fall under
Start Entity:     Stuart Little 2
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'History']]
Predicted Ans:    Comedy
Predicted Path:   Stuart Little 2 --[starred_actors]--> Michael J. Fox --[(INV) starred_actors]--> Blue in the Face --[has_genre]--> Comedy
Path (Raw):       Stuart Little 2 --[starred_actors]--> Michael J. Fox --[(INV) starred_actors]--> Blue in the Face --[has_genre]--> Comedy
Neg LogProb(↓):   0.525015
Path Entropy(↓):  1.157983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of meet the feebles
Start Entity:     Meet the Feebles
Gold Answer:      [['The Frighteners', 'King Kong', 'Heavenly Creatures', 'The Lovely Bones', 'Forgotten Silver', 'Bad Taste']]
Predicted Ans:    King Kong
Predicted Path:   Meet the Feebles --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong
Path (Raw):       Meet the Feebles --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[No Operation]--> King Kong
Neg LogProb(↓):   0.012784
Path Entropy(↓):  0.088593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the one day director
Start Entity:     One Day
Gold Answer:      [['Danish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   One Day --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[in_language]--> Italian
Path (Raw):       One Day --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[in_language]--> Italian
Neg LogProb(↓):   0.205223
Path Entropy(↓):  0.487757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by a walk in the woods actors
Start Entity:     A Walk in the Woods
Gold Answer:      [['Robert Wise', 'Adrian Lyne', 'Anne Fletcher', 'Ivan Reitman', 'Lasse Hallström', 'Stuart Rosenberg', 'Jack Nicholson', 'Thomas Schlamme', 'Jonathan Demme', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Phil Alden Robinson', 'Sidney J. Furie', 'Robert Redford', 'Peter Medak', 'Baz Luhrmann', 'Nicholas Meyer', 'Martin Ritt', 'Victor Salva', 'Elliott Nugent', 'Jonathan Hensleigh', 'George Roy Hill', 'Phillip Borsos', 'Robert Zemeckis', 'Gene Saks', 'Robert Mulligan', 'Peter Yates', 'Fred Schepisi', 'Arthur Penn', 'Sydney Pollack', 'Bob Byington', 'Rod Lurie', 'Jack Clayton', 'Rob Meltzer', 'Michael Meredith', 'Arthur Hiller', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Elliott Nugent
Predicted Path:   A Walk in the Woods --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Path (Raw):       A Walk in the Woods --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   0.785675
Path Entropy(↓):  2.252239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie italian for beginners were released in which years
Start Entity:     Italian for Beginners
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2000
Predicted Path:   Italian for Beginners --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[release_year]--> 2000
Path (Raw):       Italian for Beginners --[directed_by]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[release_year]--> 2000
Neg LogProb(↓):   0.016969
Path Entropy(↓):  0.091714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe europe'51
Start Entity:     Europe '51
Gold Answer:      [['roberto rossellini']]
Predicted Ans:    roberto rossellini
Predicted Path:   Europe '51 --[has_tags]--> roberto rossellini --[(INV) has_tags]--> Stromboli --[has_tags]--> roberto rossellini
Path (Raw):       Europe '51 --[has_tags]--> roberto rossellini --[(INV) has_tags]--> Stromboli --[has_tags]--> roberto rossellini
Neg LogProb(↓):   0.363697
Path Entropy(↓):  0.627417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the secret agent
Start Entity:     The Secret Agent
Gold Answer:      [['Michael Holroyd', 'Christopher Hampton']]
Predicted Ans:    Joseph Conrad
Predicted Path:   The Secret Agent --[directed_by]--> Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[written_by]--> Joseph Conrad
Path (Raw):       The Secret Agent --[directed_by]--> Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[written_by]--> Joseph Conrad
Neg LogProb(↓):   0.961815
Path Entropy(↓):  1.413856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film light it up were in which languages
Start Entity:     Light It Up
Gold Answer:      [['Georgian', 'German']]
Predicted Ans:    German
Predicted Path:   Light It Up --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Path (Raw):       Light It Up --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[in_language]--> German
Neg LogProb(↓):   0.128500
Path Entropy(↓):  0.381645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie bedtime stories
Start Entity:     Bedtime Stories
Gold Answer:      [['John Waters', "Mark O'Donnell", 'Nicholas Sparks', 'Jason Filardi', 'Leslie Dixon', 'Thomas Lennon', 'Michael Ellis', 'Pamela Falk', 'Thomas Meehan', "Chris D'Arienzo", 'Robert Ben Garant']]
Predicted Ans:    Michael Ellis
Predicted Path:   Bedtime Stories --[directed_by]--> Adam Shankman --[(INV) directed_by]--> The Wedding Planner --[written_by]--> Michael Ellis
Path (Raw):       Bedtime Stories --[directed_by]--> Adam Shankman --[(INV) directed_by]--> The Wedding Planner --[written_by]--> Michael Ellis
Neg LogProb(↓):   0.728658
Path Entropy(↓):  1.093646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by yvan attal were released in which years
Start Entity:     Yvan Attal
Gold Answer:      [['2005', '2009']]
Predicted Ans:    2009
Predicted Path:   Yvan Attal --[(INV) starred_actors]--> Rapt --[release_year]--> 2009
Path (Raw):       Yvan Attal --[No Operation]--> Yvan Attal --[(INV) starred_actors]--> Rapt --[release_year]--> 2009
Neg LogProb(↓):   0.129356
Path Entropy(↓):  0.432524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in seeking justice
Start Entity:     Seeking Justice
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Seeking Justice --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       Seeking Justice --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   0.596383
Path Entropy(↓):  1.240792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is bopha!
Start Entity:     Bopha!
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bopha! --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Bopha! --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.430596
Path Entropy(↓):  4.585061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of sabotage also wrote which films
Start Entity:     Sabotage
Gold Answer:      [['The Secret Agent', 'A Good Day to Die Hard', 'End of Watch', 'Gabrielle', 'Fury', 'Lord Jim', 'Thursday', 'Amy Foster', 'Outcast of the Islands', 'Training Day', 'Victory', 'Harsh Times', 'The Duellists']]
Predicted Ans:    Lord Jim
Predicted Path:   Sabotage --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim
Path (Raw):       Sabotage --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim --[No Operation]--> Lord Jim
Neg LogProb(↓):   0.442583
Path Entropy(↓):  1.230194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of introducing dorothy dandridge also directed which movies
Start Entity:     Introducing Dorothy Dandridge
Gold Answer:      [['Material Girls', 'Out to Sea', 'Lost in Yonkers', 'Rambling Rose', 'The Prince and Me', 'Angie', 'Valley Girl', 'Tribute', 'If These Walls Could Talk 2', 'Three Wishes', 'Real Genius']]
Predicted Ans:    Angie
Predicted Path:   Introducing Dorothy Dandridge --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Angie
Path (Raw):       Introducing Dorothy Dandridge --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Angie --[No Operation]--> Angie
Neg LogProb(↓):   1.176070
Path Entropy(↓):  1.872794
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the late show is also the director of which movies
Start Entity:     The Late Show
Gold Answer:      [['The Human Stain', 'Places in the Heart', 'Bad Company', 'Nadine', 'Kramer vs. Kramer', 'Still of the Night', "Nobody's Fool", 'Twilight', 'Feast of Love', 'Billy Bathgate']]
Predicted Ans:    Nobody's Fool
Predicted Path:   The Late Show --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool
Path (Raw):       The Late Show --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool --[No Operation]--> Nobody's Fool
Neg LogProb(↓):   1.419413
Path Entropy(↓):  1.902346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is all the president's men
Start Entity:     All the President's Men
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   All the President's Men --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       All the President's Men --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.870808
Path Entropy(↓):  3.431570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did lane slate write
Start Entity:     Lane Slate
Gold Answer:      [['They Only Kill Their Masters', 'The Car']]
Predicted Ans:    They Only Kill Their Masters
Predicted Path:   Lane Slate --[(INV) written_by]--> They Only Kill Their Masters --[written_by]--> Lane Slate --[(INV) written_by]--> They Only Kill Their Masters
Path (Raw):       Lane Slate --[(INV) written_by]--> They Only Kill Their Masters --[written_by]--> Lane Slate --[(INV) written_by]--> They Only Kill Their Masters
Neg LogProb(↓):   0.044731
Path Entropy(↓):  0.211400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does ray lovelock appear in
Start Entity:     Ray Lovelock
Gold Answer:      [['Let Sleeping Corpses Lie']]
Predicted Ans:    Let Sleeping Corpses Lie
Predicted Path:   Ray Lovelock --[(INV) starred_actors]--> Let Sleeping Corpses Lie --[starred_actors]--> Cristina Galbó --[(INV) starred_actors]--> Let Sleeping Corpses Lie
Path (Raw):       Ray Lovelock --[(INV) starred_actors]--> Let Sleeping Corpses Lie --[starred_actors]--> Cristina Galbó --[(INV) starred_actors]--> Let Sleeping Corpses Lie
Neg LogProb(↓):   0.293994
Path Entropy(↓):  0.644208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of robert thoeren
Start Entity:     Robert Thoeren
Gold Answer:      [['Polly James', 'Louis Bromfield']]
Predicted Ans:    Louis Bromfield
Predicted Path:   Robert Thoeren --[(INV) written_by]--> Mrs. Parkington --[written_by]--> Louis Bromfield
Path (Raw):       Robert Thoeren --[No Operation]--> Robert Thoeren --[(INV) written_by]--> Mrs. Parkington --[written_by]--> Louis Bromfield
Neg LogProb(↓):   0.019533
Path Entropy(↓):  0.107796
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by lionel delplanque
Start Entity:     Lionel Delplanque
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Lionel Delplanque --[(INV) written_by]--> Deep in the Woods --[has_genre]--> Horror
Path (Raw):       Lionel Delplanque --[No Operation]--> Lionel Delplanque --[(INV) written_by]--> Deep in the Woods --[has_genre]--> Horror
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film trauma
Start Entity:     Trauma
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Richard Smith
Predicted Path:   Trauma --[written_by]--> Richard Smith --[(INV) written_by]--> Trauma --[written_by]--> Richard Smith
Path (Raw):       Trauma --[written_by]--> Richard Smith --[(INV) written_by]--> Trauma --[written_by]--> Richard Smith
Neg LogProb(↓):   0.597797
Path Entropy(↓):  0.831665
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of friday the 13th
Start Entity:     Friday the 13th
Gold Answer:      [['2003', '1982', '2006', '1987', '2011', '2007']]
Predicted Ans:    2011
Predicted Path:   Friday the 13th --[directed_by]--> Marcus Nispel --[(INV) directed_by]--> Conan the Barbarian --[release_year]--> 2011
Path (Raw):       Friday the 13th --[directed_by]--> Marcus Nispel --[(INV) directed_by]--> Conan the Barbarian --[release_year]--> 2011
Neg LogProb(↓):   1.001212
Path Entropy(↓):  1.953259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of battlefield baseball
Start Entity:     Battlefield Baseball
Gold Answer:      [['Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Battlefield Baseball --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Path (Raw):       Battlefield Baseball --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Neg LogProb(↓):   3.223431
Path Entropy(↓):  4.608720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with tanguy fall under
Start Entity:     Tanguy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tanguy --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Life Is a Long Quiet River --[has_genre]--> Comedy
Path (Raw):       Tanguy --[written_by]--> Étienne Chatiliez --[(INV) written_by]--> Life Is a Long Quiet River --[has_genre]--> Comedy
Neg LogProb(↓):   0.000105
Path Entropy(↓):  0.001158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the wind that shakes the barley
Start Entity:     The Wind That Shakes the Barley
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Wind That Shakes the Barley --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Path (Raw):       The Wind That Shakes the Barley --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[has_genre]--> Drama
Neg LogProb(↓):   0.300195
Path Entropy(↓):  0.897073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of untamed heart
Start Entity:     Untamed Heart
Gold Answer:      [['My Bodyguard', 'Flyboys', 'A Home of Our Own', 'Six Weeks', 'Five Corners', 'Crazy People']]
Predicted Ans:    Flyboys
Predicted Path:   Untamed Heart --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys
Path (Raw):       Untamed Heart --[No Operation]--> Untamed Heart --[directed_by]--> Tony Bill --[(INV) directed_by]--> Flyboys
Neg LogProb(↓):   0.279342
Path Entropy(↓):  0.807506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by jennifer saunders in
Start Entity:     Jennifer Saunders
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Jennifer Saunders --[(INV) starred_actors]--> Muppet Treasure Island --[has_genre]--> Comedy
Path (Raw):       Jennifer Saunders --[No Operation]--> Jennifer Saunders --[(INV) starred_actors]--> Muppet Treasure Island --[has_genre]--> Comedy
Neg LogProb(↓):   0.002163
Path Entropy(↓):  0.016763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of american pie
Start Entity:     American Pie
Gold Answer:      [['Wedding Daze', 'Just Friends', 'Rookie of the Year', 'Date Movie', "My Best Friend's Girl", 'My Stepmother Is an Alien', 'The Long Weekend', 'Saving Silverman', 'Anything Else', 'Here on Earth', 'Guy X', 'Over Her Dead Body', 'Rollerball', "Say It Isn't So", 'Prozac Nation', 'Loser', 'Cattle Call']]
Predicted Ans:    American Pie
Predicted Path:   American Pie --[starred_actors]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie
Path (Raw):       American Pie --[starred_actors]--> Thomas Ian Nicholas --[No Operation]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie
Neg LogProb(↓):   0.030231
Path Entropy(↓):  0.150031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film videodrome
Start Entity:     Videodrome
Gold Answer:      [['2003', '1992', '2006', '1985', '1979', '1984', '1998', '1994', '2014', '1943', '1995', '1972', '1989', '1996', '1988', '1991', '1999', '1987', '1986']]
Predicted Ans:    1972
Predicted Path:   Videodrome --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       Videodrome --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.246408
Path Entropy(↓):  0.957895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bottle rocket were released in which years
Start Entity:     Bottle Rocket
Gold Answer:      [['1998', '2009', '2001', '2004', '2014', '2012', '2007']]
Predicted Ans:    2007
Predicted Path:   Bottle Rocket --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Darjeeling Limited --[release_year]--> 2007
Path (Raw):       Bottle Rocket --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Darjeeling Limited --[release_year]--> 2007
Neg LogProb(↓):   0.869176
Path Entropy(↓):  1.416249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film charley varrick
Start Entity:     Charley Varrick
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Charley Varrick --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Charley Varrick --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   1.037321
Path Entropy(↓):  1.926577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by albert dupontel were in which languages
Start Entity:     Albert Dupontel
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Albert Dupontel --[(INV) written_by]--> Bernie --[in_language]--> French
Path (Raw):       Albert Dupontel --[No Operation]--> Albert Dupontel --[(INV) written_by]--> Bernie --[in_language]--> French
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by brant sersen fall under
Start Entity:     Brant Sersen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Brant Sersen --[(INV) directed_by]--> Splinterheads --[has_genre]--> Comedy
Path (Raw):       Brant Sersen --[No Operation]--> Brant Sersen --[(INV) directed_by]--> Splinterheads --[has_genre]--> Comedy
Neg LogProb(↓):   0.000041
Path Entropy(↓):  0.000468
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with jumping the broom were released in which years
Start Entity:     Jumping the Broom
Gold Answer:      [['2003']]
Predicted Ans:    2011
Predicted Path:   Jumping the Broom --[written_by]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[release_year]--> 2011
Path (Raw):       Jumping the Broom --[written_by]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[release_year]--> 2011
Neg LogProb(↓):   0.012610
Path Entropy(↓):  0.067330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films are about adam scott
Start Entity:     adam scott
Gold Answer:      [['The Vicious Kind', 'Friends with Kids', 'Piranha 3D']]
Predicted Ans:    Friends with Kids
Predicted Path:   adam scott --[(INV) has_tags]--> Friends with Kids --[has_tags]--> megan fox --[(INV) has_tags]--> Friends with Kids
Path (Raw):       adam scott --[(INV) has_tags]--> Friends with Kids --[has_tags]--> megan fox --[(INV) has_tags]--> Friends with Kids
Neg LogProb(↓):   0.207087
Path Entropy(↓):  0.509385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the fugitive
Start Entity:     The Fugitive
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', "Eugene O'Neill", 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'William Friedkin', 'Dan Greenburg', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Steven Seagal', 'Sy Gomberg', 'Dorothy M. Johnson', 'James Gould Cozzens', 'Winston Miller', 'Richard Llewellyn', 'Walter D. Edmonds', 'Frank S. Nugent', "Liam O'Flaherty", 'James Warner Bellah', 'Maxwell Anderson', 'Andrew Davis', 'Frederick Knott', 'Patrick Smith Kelly', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Philip MacDonald', 'Robert Riskin', 'Maurice Walsh', 'Will Cook', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Dan Gordon', 'Garrett Fort', "Sean O'Casey", 'John McCormick', 'William L. White', 'Norah Lofts', 'Thomas Heggen', 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Marty Maher', 'Willis Goldbeck']]
Predicted Ans:    Graham Greene
Predicted Path:   The Fugitive --[directed_by]--> John Ford --[(INV) directed_by]--> The Fugitive --[written_by]--> Graham Greene
Path (Raw):       The Fugitive --[directed_by]--> John Ford --[(INV) directed_by]--> The Fugitive --[written_by]--> Graham Greene
Neg LogProb(↓):   1.990243
Path Entropy(↓):  2.702530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film the three faces of eve released
Start Entity:     The Three Faces of Eve
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   The Three Faces of Eve --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Path (Raw):       The Three Faces of Eve --[release_year]--> 1957 --[(INV) release_year]--> The Abominable Snowman --[release_year]--> 1957
Neg LogProb(↓):   2.609487
Path Entropy(↓):  4.182950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie saw vi
Start Entity:     Saw VI
Gold Answer:      [['Zalman King', 'David Hackl', 'William Kaufman', 'Darren Lynn Bousman', 'Tony Randel', 'James Seale']]
Predicted Ans:    Tony Randel
Predicted Path:   Saw VI --[starred_actors]--> Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[directed_by]--> Tony Randel
Path (Raw):       Saw VI --[starred_actors]--> Costas Mandylor --[(INV) starred_actors]--> Fist of the North Star --[directed_by]--> Tony Randel
Neg LogProb(↓):   0.769047
Path Entropy(↓):  0.883410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the man between director release
Start Entity:     The Man Between
Gold Answer:      [['1983', '1962', '1934', '1949', '1948', '1944', '1951', '1940', '1959', '1965', '1947', '1935', '1955', '1958', '1956']]
Predicted Ans:    1935
Predicted Path:   The Man Between --[directed_by]--> Carol Reed --[(INV) directed_by]--> Mutiny on the Bounty --[release_year]--> 1935
Path (Raw):       The Man Between --[directed_by]--> Carol Reed --[(INV) directed_by]--> Mutiny on the Bounty --[release_year]--> 1935
Neg LogProb(↓):   1.411497
Path Entropy(↓):  2.380970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of teachers is also the director of which films
Start Entity:     Teachers
Gold Answer:      [['Carpool', 'Plaza Suite', 'The Americanization of Emily', 'Author! Author!', 'The Lonely Guy', 'The Wheeler Dealers', 'See No Evil, Hear No Evil', 'Married to It', 'Taking Care of Business', 'The Hospital', 'Tobruk', 'The In-Laws', 'Man of La Mancha', 'Outrageous Fortune', 'Penelope', 'Nightwing', 'Romantic Comedy', 'Silver Streak', 'The Man in the Glass Booth', 'Love Story', 'W.C. Fields and Me']]
Predicted Ans:    The In-Laws
Predicted Path:   Teachers --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The In-Laws
Path (Raw):       Teachers --[directed_by]--> Arthur Hiller --[(INV) directed_by]--> The In-Laws --[No Operation]--> The In-Laws
Neg LogProb(↓):   1.173522
Path Entropy(↓):  2.192359
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film problem child 2 were released in which years
Start Entity:     Problem Child 2
Gold Answer:      [['1998', '1980', '2000', '1990', '1992', '1989', '2004', '1996', '1979', '1987', '1981']]
Predicted Ans:    1981
Predicted Path:   Problem Child 2 --[starred_actors]--> John Ritter --[(INV) starred_actors]--> They All Laughed --[release_year]--> 1981
Path (Raw):       Problem Child 2 --[starred_actors]--> John Ritter --[(INV) starred_actors]--> They All Laughed --[release_year]--> 1981
Neg LogProb(↓):   0.667316
Path Entropy(↓):  1.122421
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed white of the eye
Start Entity:     White of the Eye
Gold Answer:      [['1970', '1977']]
Predicted Ans:    1970
Predicted Path:   White of the Eye --[directed_by]--> Donald Cammell --[(INV) directed_by]--> Performance --[release_year]--> 1970
Path (Raw):       White of the Eye --[directed_by]--> Donald Cammell --[(INV) directed_by]--> Performance --[release_year]--> 1970
Neg LogProb(↓):   0.046245
Path Entropy(↓):  0.214980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of pulp
Start Entity:     Pulp
Gold Answer:      [['Britt Ekland', 'Rhona Mitra', 'John Osborne', 'George Segal', 'Ian Hendry', 'Miranda Richardson', 'Sylvester Stallone', 'Rachael Leigh Cook', 'Michael Caine']]
Predicted Ans:    Michael Caine
Predicted Path:   Pulp --[written_by]--> Mike Hodges --[(INV) written_by]--> Pulp --[starred_actors]--> Michael Caine
Path (Raw):       Pulp --[written_by]--> Mike Hodges --[(INV) written_by]--> Pulp --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.007078
Path Entropy(↓):  0.044592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by barbara parkins
Start Entity:     Barbara Parkins
Gold Answer:      [['Mark Robson']]
Predicted Ans:    Mark Robson
Predicted Path:   Barbara Parkins --[(INV) starred_actors]--> Valley of the Dolls --[directed_by]--> Mark Robson
Path (Raw):       Barbara Parkins --[No Operation]--> Barbara Parkins --[(INV) starred_actors]--> Valley of the Dolls --[directed_by]--> Mark Robson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about restaurant
Start Entity:     restaurant
Gold Answer:      [['Dinner Rush', "The Slammin' Salmon", 'Ratatouille', 'Rocky Balboa']]
Predicted Ans:    Ratatouille
Predicted Path:   restaurant --[(INV) has_tags]--> Dinner Rush --[has_tags]--> restaurant --[(INV) has_tags]--> Ratatouille
Path (Raw):       restaurant --[(INV) has_tags]--> Dinner Rush --[has_tags]--> restaurant --[(INV) has_tags]--> Ratatouille
Neg LogProb(↓):   0.592078
Path Entropy(↓):  1.373561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the battle of china
Start Entity:     The Battle of China
Gold Answer:      [['Bing Crosby', 'Edward Arnold', 'Jack Holt', 'Cary Grant', 'Gary Cooper', 'James Stewart', 'Claude Rains', 'Katharine Hepburn', 'Ralph Bellamy', 'Liv Ullmann', 'Sally Kellerman', 'Craig Roberts', 'Yasmin Paige', 'Myrna Loy', 'Jack Carson', 'Barbara Stanwyck', 'Priscilla Lane', 'Adolphe Menjou', 'Ralph Graves', 'Raymond Massey', 'Robert Williams', 'Bette Davis', 'Joe Cook', 'Noah Taylor', 'Lionel Barrymore', 'Walter Connolly', 'Claudette Colbert', 'Louise Fazenda', 'Walter Huston', 'Edward G. Robinson', 'Glenn Ford', 'Carolyn Jones', 'Nils Asther', 'Loretta Young', 'Paddy Considine', 'Clark Gable', 'Jean Harlow', 'David Manners', 'Sam Hardy', 'Warner Baxter', 'George Kennedy', 'Harry Langdon', 'Frank Sinatra', 'Spencer Tracy', 'Fay Wray', 'Jean Arthur', 'Jane Wyman', 'Eleanor Parker', 'Peter Finch']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   The Battle of China --[directed_by]--> Frank Capra --[(INV) directed_by]--> The Miracle Woman --[starred_actors]--> Barbara Stanwyck
Path (Raw):       The Battle of China --[directed_by]--> Frank Capra --[(INV) directed_by]--> The Miracle Woman --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   1.051510
Path Entropy(↓):  1.561189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by sidney howard were in which languages
Start Entity:     Sidney Howard
Gold Answer:      [['English']]
Predicted Ans:    1936
Predicted Path:   Sidney Howard --[(INV) written_by]--> Dodsworth --[release_year]--> 1936
Path (Raw):       Sidney Howard --[No Operation]--> Sidney Howard --[(INV) written_by]--> Dodsworth --[release_year]--> 1936
Neg LogProb(↓):   0.048257
Path Entropy(↓):  0.247942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a film written by i. a. l. diamond
Start Entity:     I.A.L. Diamond
Gold Answer:      [['Buddy Buddy', 'One, Two, Three', 'The Fortune Cookie', 'The Front Page', 'Love in the Afternoon', 'Avanti!', 'Kiss Me, Stupid', "It's a Great Feeling"]]
Predicted Ans:    Love in the Afternoon
Predicted Path:   I.A.L. Diamond --[(INV) written_by]--> Love in the Afternoon --[written_by]--> Claude Anet --[(INV) written_by]--> Love in the Afternoon
Path (Raw):       I.A.L. Diamond --[(INV) written_by]--> Love in the Afternoon --[written_by]--> Claude Anet --[(INV) written_by]--> Love in the Afternoon
Neg LogProb(↓):   0.699603
Path Entropy(↓):  1.476931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film mountains of the moon
Start Entity:     Mountains of the Moon
Gold Answer:      [['Régis Wargnier', 'Jaume Balagueró', 'Phillip Noyce', 'Ate de Jong']]
Predicted Ans:    Jessica Lange
Predicted Path:   Mountains of the Moon --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> The Postman Always Rings Twice --[starred_actors]--> Jessica Lange
Path (Raw):       Mountains of the Moon --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> The Postman Always Rings Twice --[starred_actors]--> Jessica Lange
Neg LogProb(↓):   1.012457
Path Entropy(↓):  2.180313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of the criminal life of archibaldo de la cruz also wrote which movies
Start Entity:     The Criminal Life of Archibaldo de la Cruz
Gold Answer:      [['Robinson Crusoe', 'The Phantom of Liberty', 'Belle de Jour', 'Viridiana', 'The Discreet Charm of the Bourgeoisie', 'Un Chien Andalou', 'The Exterminating Angel', 'That Obscure Object of Desire', 'Susana', 'Los Olvidados', 'Death in the Garden', 'The Milky Way', 'Diary of a Chambermaid', 'The Young One', 'Land Without Bread', 'Simon of the Desert', 'The Fall of the House of Usher', 'Tristana', "L'Age d'Or"]]
Predicted Ans:    Diary of a Chambermaid
Predicted Path:   The Criminal Life of Archibaldo de la Cruz --[written_by]--> Luis Buñuel --[(INV) written_by]--> Diary of a Chambermaid
Path (Raw):       The Criminal Life of Archibaldo de la Cruz --[written_by]--> Luis Buñuel --[(INV) written_by]--> Diary of a Chambermaid --[No Operation]--> Diary of a Chambermaid
Neg LogProb(↓):   1.020993
Path Entropy(↓):  1.871374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by rolan bykov
Start Entity:     Rolan Bykov
Gold Answer:      [['Yuri German']]
Predicted Ans:    Yuri German
Predicted Path:   Rolan Bykov --[(INV) starred_actors]--> Trial on the Road --[written_by]--> Yuri German
Path (Raw):       Rolan Bykov --[No Operation]--> Rolan Bykov --[(INV) starred_actors]--> Trial on the Road --[written_by]--> Yuri German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by ken wiederhorn
Start Entity:     Ken Wiederhorn
Gold Answer:      [['Jennifer Jason Leigh']]
Predicted Ans:    Jennifer Jason Leigh
Predicted Path:   Ken Wiederhorn --[(INV) directed_by]--> Eyes of a Stranger --[starred_actors]--> Jennifer Jason Leigh
Path (Raw):       Ken Wiederhorn --[No Operation]--> Ken Wiederhorn --[(INV) directed_by]--> Eyes of a Stranger --[starred_actors]--> Jennifer Jason Leigh
Neg LogProb(↓):   0.041521
Path Entropy(↓):  0.170070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by christianna brand
Start Entity:     Christianna Brand
Gold Answer:      [['Kirk Jones', 'Sidney Gilliat']]
Predicted Ans:    Sidney Gilliat
Predicted Path:   Christianna Brand --[(INV) written_by]--> Green for Danger --[directed_by]--> Sidney Gilliat
Path (Raw):       Christianna Brand --[No Operation]--> Christianna Brand --[(INV) written_by]--> Green for Danger --[directed_by]--> Sidney Gilliat
Neg LogProb(↓):   0.075488
Path Entropy(↓):  0.260592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of panic room
Start Entity:     Panic Room
Gold Answer:      [['Dania Ramirez', 'Bruce Willis', 'Tom Cruise', 'Harrison Ford', 'Kirsten Dunst', 'Goldie Hawn', 'Sean Penn', 'Willem Dafoe', 'Nicolas Cage', 'Wil Wheaton', 'Greg Kinnear', 'John Leguizamo', 'Penelope Ann Miller', 'Rob Lowe', 'Karen Allen', 'Meryl Streep', 'Andrew Divoff', 'James Spader', 'Justin Chatwin', 'Johnny Depp', 'Isabella Rossellini', 'Cate Blanchett', 'Dermot Mulroney', 'Elisabeth Shue', 'Shia LaBeouf', 'Kyle MacLachlan', 'Carla Gugino', 'James Franco', 'Dakota Fanning', 'Sean Astin', 'Gary Sinise', 'John Turturro', 'Kevin Bacon', 'Al Pacino', 'Tobey Maguire']]
Predicted Ans:    Dania Ramirez
Predicted Path:   Panic Room --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush --[starred_actors]--> Dania Ramirez
Path (Raw):       Panic Room --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush --[starred_actors]--> Dania Ramirez
Neg LogProb(↓):   0.211207
Path Entropy(↓):  0.739649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the big one were directed by who
Start Entity:     The Big One
Gold Answer:      [['Michael Moore']]
Predicted Ans:    Michael Moore
Predicted Path:   The Big One --[written_by]--> Michael Moore --[(INV) written_by]--> Fahrenheit 9/11 --[directed_by]--> Michael Moore
Path (Raw):       The Big One --[written_by]--> Michael Moore --[(INV) written_by]--> Fahrenheit 9/11 --[directed_by]--> Michael Moore
Neg LogProb(↓):   0.013877
Path Entropy(↓):  0.088327
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of psycho iii
Start Entity:     Psycho III
Gold Answer:      [['1950', '1997', '1988']]
Predicted Ans:    1988
Predicted Path:   Psycho III --[written_by]--> Charles Edward Pogue --[(INV) written_by]--> D.O.A. --[release_year]--> 1988
Path (Raw):       Psycho III --[written_by]--> Charles Edward Pogue --[(INV) written_by]--> D.O.A. --[release_year]--> 1988
Neg LogProb(↓):   0.449859
Path Entropy(↓):  1.017541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by brian robbins
Start Entity:     Brian Robbins
Gold Answer:      [['Chris Evans', 'Eddie Murphy', 'Kel Mitchell', 'Kenan Thompson', 'Leonardo Nam', 'Terry Crews', 'Thandie Newton', 'Scarlett Johansson', 'Bryan Greenberg']]
Predicted Ans:    Thandie Newton
Predicted Path:   Brian Robbins --[(INV) directed_by]--> Norbit --[starred_actors]--> Thandie Newton
Path (Raw):       Brian Robbins --[No Operation]--> Brian Robbins --[(INV) directed_by]--> Norbit --[starred_actors]--> Thandie Newton
Neg LogProb(↓):   0.246373
Path Entropy(↓):  0.584431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of alex cross
Start Entity:     Alex Cross
Gold Answer:      [['Morgan Freeman', 'Cary Elwes', 'Ashley Judd']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Alex Cross --[written_by]--> James Patterson --[(INV) written_by]--> Along Came a Spider --[starred_actors]--> Morgan Freeman
Path (Raw):       Alex Cross --[written_by]--> James Patterson --[(INV) written_by]--> Along Came a Spider --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.024224
Path Entropy(↓):  0.113751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by don porter in
Start Entity:     Don Porter
Gold Answer:      [['Horror', 'Mystery']]
Predicted Ans:    Horror
Predicted Path:   Don Porter --[(INV) starred_actors]--> She-Wolf of London --[has_genre]--> Horror
Path (Raw):       Don Porter --[No Operation]--> Don Porter --[(INV) starred_actors]--> She-Wolf of London --[has_genre]--> Horror
Neg LogProb(↓):   0.004267
Path Entropy(↓):  0.027493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does jenna fischer star in
Start Entity:     Jenna Fischer
Gold Answer:      [['Hall Pass', 'LolliLove']]
Predicted Ans:    I Spy
Predicted Path:   Jenna Fischer --[(INV) starred_actors]--> Hall Pass --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> I Spy
Path (Raw):       Jenna Fischer --[(INV) starred_actors]--> Hall Pass --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> I Spy
Neg LogProb(↓):   0.371251
Path Entropy(↓):  0.935911
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor akifumi miura co - starred with who
Start Entity:     Akifumi Miura
Gold Answer:      [['Satoshi Tsumabuki', 'Hiroshi Tamaki']]
Predicted Ans:    Akifumi Miura
Predicted Path:   Akifumi Miura --[(INV) starred_actors]--> Waterboys --[starred_actors]--> Akifumi Miura
Path (Raw):       Akifumi Miura --[No Operation]--> Akifumi Miura --[(INV) starred_actors]--> Waterboys --[starred_actors]--> Akifumi Miura
Neg LogProb(↓):   0.010556
Path Entropy(↓):  0.064832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did patricia hearst write
Start Entity:     Patricia Hearst
Gold Answer:      [['Patty Hearst']]
Predicted Ans:    Patty Hearst
Predicted Path:   Patricia Hearst --[(INV) written_by]--> Patty Hearst --[written_by]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst
Path (Raw):       Patricia Hearst --[(INV) written_by]--> Patty Hearst --[written_by]--> Patricia Hearst --[(INV) written_by]--> Patty Hearst
Neg LogProb(↓):   0.175088
Path Entropy(↓):  0.440691
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the normal heart
Start Entity:     The Normal Heart
Gold Answer:      [['Brian Goodman', 'Robert Graysmith', 'Hans Christian Andersen', 'Chris Buck', 'Dan Futterman', 'James Vanderbilt', 'Rian Johnson', 'Jennifer Lee', 'Joss Whedon', 'Stuart Beattie', 'Brett Morgen', 'E. Max Frye', 'Kenneth Lonergan', 'Ted Griffin', 'Shanker Raman', 'Austin Chick', 'John Carney', 'Stuart Blumberg', 'Matt Winston', 'Zak Penn', 'Kyle Patrick Alvarez', 'David Sedaris', 'Adam Green']]
Predicted Ans:    Ted Griffin
Predicted Path:   The Normal Heart --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       The Normal Heart --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.080785
Path Entropy(↓):  0.352290
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the unsuspected also wrote which films
Start Entity:     The Unsuspected
Gold Answer:      [['The Breach', "Don't Bother to Knock"]]
Predicted Ans:    Don't Bother to Knock
Predicted Path:   The Unsuspected --[written_by]--> Charlotte Armstrong --[(INV) written_by]--> Don't Bother to Knock
Path (Raw):       The Unsuspected --[written_by]--> Charlotte Armstrong --[(INV) written_by]--> Don't Bother to Knock --[No Operation]--> Don't Bother to Knock
Neg LogProb(↓):   0.069658
Path Entropy(↓):  0.292077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by ramin niami
Start Entity:     Ramin Niami
Gold Answer:      [['Riley Smith', 'Nazanin Boniadi']]
Predicted Ans:    Riley Smith
Predicted Path:   Ramin Niami --[(INV) written_by]--> Shirin in Love --[starred_actors]--> Riley Smith
Path (Raw):       Ramin Niami --[No Operation]--> Ramin Niami --[(INV) written_by]--> Shirin in Love --[starred_actors]--> Riley Smith
Neg LogProb(↓):   0.017122
Path Entropy(↓):  0.087097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with sparrows in
Start Entity:     Sparrows
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Sparrows --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[in_language]--> English
Path (Raw):       Sparrows --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[in_language]--> English
Neg LogProb(↓):   1.098710
Path Entropy(↓):  1.099618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film new york confidential
Start Entity:     New York Confidential
Gold Answer:      [['Jack Lait', 'Russell Rouse', 'Lee Mortimer']]
Predicted Ans:    Clarence Greene
Predicted Path:   New York Confidential --[written_by]--> Russell Rouse --[(INV) written_by]--> The Thief --[written_by]--> Clarence Greene
Path (Raw):       New York Confidential --[written_by]--> Russell Rouse --[(INV) written_by]--> The Thief --[written_by]--> Clarence Greene
Neg LogProb(↓):   0.225955
Path Entropy(↓):  0.740825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie two - lane blacktop
Start Entity:     Two-Lane Blacktop
Gold Answer:      [['Stirling Silliphant', 'John Ball', 'Alan Sharp', 'David Newman', 'Charles Willeford', 'Robert Benton', 'Terrence Malick', 'Carole Eastman', 'Sam Peckinpah', 'John Milius', 'Larry Cohen', 'Harold Ramis', 'Terrence Lore Smith']]
Predicted Ans:    Harold Ramis
Predicted Path:   Two-Lane Blacktop --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> Stripes --[written_by]--> Harold Ramis
Path (Raw):       Two-Lane Blacktop --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> Stripes --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.321553
Path Entropy(↓):  0.968304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with oscar saul
Start Entity:     Oscar Saul
Gold Answer:      [['Tennessee Williams']]
Predicted Ans:    Tennessee Williams
Predicted Path:   Oscar Saul --[(INV) written_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       Oscar Saul --[No Operation]--> Oscar Saul --[(INV) written_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   1.791895
Path Entropy(↓):  1.793057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in hit and run
Start Entity:     Hit and Run
Gold Answer:      [['Liz W. Garcia', 'Chris Buck', 'Bob Odenkirk', 'Damian Harris', 'Jim Sonzero', 'Jennifer Lee', 'Andy Fickman', 'John Whitesell', 'Jessy Terrero', 'Greg Coolidge', 'Mike Judge', 'Nicholas Stoller', 'Brandon Beckner', 'Ron Oliver', 'Shivajee Chandrabhushan', 'Peter Werner', 'Michael McCullers', 'Paul Golding', 'Jeff Bleckner', 'Mark Steven Johnson', 'Kiyoshi Kurosawa', 'Rob Thomas', 'Steve Miner', 'Chris Columbus', 'Adam Green', 'Arthur Hiller', 'Cheryl Hines']]
Predicted Ans:    Chris Buck
Predicted Path:   Hit and Run --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Path (Raw):       Hit and Run --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.510916
Path Entropy(↓):  1.544034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is cry, the beloved country
Start Entity:     Cry, the Beloved Country
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Cry, the Beloved Country --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Cry, the Beloved Country --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.338090
Path Entropy(↓):  4.623141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of god bless america
Start Entity:     God Bless America
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   God Bless America --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       God Bless America --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.147997
Path Entropy(↓):  4.527889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is you've been trumped
Start Entity:     You've Been Trumped
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   You've Been Trumped --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       You've Been Trumped --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.935902
Path Entropy(↓):  4.200919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the fortune cookie fall under
Start Entity:     The Fortune Cookie
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Fortune Cookie --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Path (Raw):       The Fortune Cookie --[written_by]--> Billy Wilder --[(INV) written_by]--> Love in the Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   0.267584
Path Entropy(↓):  0.929341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of we live in public
Start Entity:     We Live in Public
Gold Answer:      [['2010', '2004']]
Predicted Ans:    2009
Predicted Path:   We Live in Public --[written_by]--> Ondi Timoner --[(INV) written_by]--> We Live in Public --[release_year]--> 2009
Path (Raw):       We Live in Public --[written_by]--> Ondi Timoner --[(INV) written_by]--> We Live in Public --[release_year]--> 2009
Neg LogProb(↓):   0.000784
Path Entropy(↓):  0.006476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films written by in a lonely place writers release
Start Entity:     In a Lonely Place
Gold Answer:      [['1947', '1943']]
Predicted Ans:    1947
Predicted Path:   In a Lonely Place --[written_by]--> Dorothy B. Hughes --[(INV) written_by]--> Ride the Pink Horse --[release_year]--> 1947
Path (Raw):       In a Lonely Place --[written_by]--> Dorothy B. Hughes --[(INV) written_by]--> Ride the Pink Horse --[release_year]--> 1947
Neg LogProb(↓):   0.092366
Path Entropy(↓):  0.304180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the trilogy of terror ii director
Start Entity:     Trilogy of Terror II
Gold Answer:      [['Horror', 'Mystery', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Trilogy of Terror II --[directed_by]--> Dan Curtis --[(INV) directed_by]--> House of Dark Shadows --[has_genre]--> Horror
Path (Raw):       Trilogy of Terror II --[directed_by]--> Dan Curtis --[(INV) directed_by]--> House of Dark Shadows --[has_genre]--> Horror
Neg LogProb(↓):   0.294824
Path Entropy(↓):  0.694929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the nameless
Start Entity:     The Nameless
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Nameless --[written_by]--> Jaume Balagueró --[(INV) written_by]--> The Nameless --[has_genre]--> Horror
Path (Raw):       The Nameless --[written_by]--> Jaume Balagueró --[(INV) written_by]--> The Nameless --[has_genre]--> Horror
Neg LogProb(↓):   0.004963
Path Entropy(↓):  0.032878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did michael latimer act in
Start Entity:     Michael Latimer
Gold Answer:      [['Prehistoric Women']]
Predicted Ans:    A Bullet for the General
Predicted Path:   Michael Latimer --[(INV) starred_actors]--> Prehistoric Women --[starred_actors]--> Martine Beswick --[(INV) starred_actors]--> A Bullet for the General
Path (Raw):       Michael Latimer --[(INV) starred_actors]--> Prehistoric Women --[starred_actors]--> Martine Beswick --[(INV) starred_actors]--> A Bullet for the General
Neg LogProb(↓):   0.572233
Path Entropy(↓):  0.691374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies did aram avakian direct
Start Entity:     Aram Avakian
Gold Answer:      [['11 Harrowhouse']]
Predicted Ans:    11 Harrowhouse
Predicted Path:   Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse --[directed_by]--> Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse
Path (Raw):       Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse --[directed_by]--> Aram Avakian --[(INV) directed_by]--> 11 Harrowhouse
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the expendables 2 were directed by who
Start Entity:     The Expendables 2
Gold Answer:      [['George P. Cosmatos', 'Gary Fleder', 'Antoine Fuqua', 'Sylvester Stallone', 'Renny Harlin', 'Patrick Hughes', 'Menahem Golan', 'Ted Kotcheff', 'Bob Clark', 'John G. Avildsen', "Matthew O'Callaghan"]]
Predicted Ans:    Sylvester Stallone
Predicted Path:   The Expendables 2 --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Path (Raw):       The Expendables 2 --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[directed_by]--> Sylvester Stallone
Neg LogProb(↓):   0.646771
Path Entropy(↓):  1.050968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the angel on my shoulder director release
Start Entity:     Angel on My Shoulder
Gold Answer:      [['1946', '1940', '1942', '1928', '2006', '1935', '1937', '1930', '1931', '1943']]
Predicted Ans:    1937
Predicted Path:   Angel on My Shoulder --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Black Legion --[release_year]--> 1937
Path (Raw):       Angel on My Shoulder --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Black Legion --[release_year]--> 1937
Neg LogProb(↓):   1.254890
Path Entropy(↓):  1.888485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter claude klotz co - wrote movies with who
Start Entity:     Claude Klotz
Gold Answer:      [['Patrice Leconte']]
Predicted Ans:    Patrice Leconte
Predicted Path:   Claude Klotz --[(INV) written_by]--> The Hairdresser's Husband --[written_by]--> Patrice Leconte
Path (Raw):       Claude Klotz --[No Operation]--> Claude Klotz --[(INV) written_by]--> The Hairdresser's Husband --[written_by]--> Patrice Leconte
Neg LogProb(↓):   0.001729
Path Entropy(↓):  0.012715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the palm beach story actors
Start Entity:     The Palm Beach Story
Gold Answer:      [['Romance', 'Family', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Palm Beach Story --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> Across the Pacific --[has_genre]--> Adventure
Path (Raw):       The Palm Beach Story --[starred_actors]--> Mary Astor --[(INV) starred_actors]--> Across the Pacific --[has_genre]--> Adventure
Neg LogProb(↓):   0.719161
Path Entropy(↓):  1.443670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the texas chain saw massacre
Start Entity:     The Texas Chain Saw Massacre
Gold Answer:      [['Kim Henkel', 'Alvin L. Fast']]
Predicted Ans:    Kim Henkel
Predicted Path:   The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[written_by]--> Kim Henkel
Path (Raw):       The Texas Chain Saw Massacre --[starred_actors]--> Marilyn Burns --[(INV) starred_actors]--> The Texas Chain Saw Massacre --[written_by]--> Kim Henkel
Neg LogProb(↓):   0.083893
Path Entropy(↓):  0.311130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director rod lurie co - directed films with who
Start Entity:     Rod Lurie
Gold Answer:      [['Sam Peckinpah']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Rod Lurie --[(INV) directed_by]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Path (Raw):       Rod Lurie --[No Operation]--> Rod Lurie --[(INV) directed_by]--> Straw Dogs --[directed_by]--> Sam Peckinpah
Neg LogProb(↓):   0.012884
Path Entropy(↓):  0.078846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in and then there were none
Start Entity:     And Then There Were None
Gold Answer:      [['Barry Fitzgerald', 'Walter Huston', 'Roland Young', 'Louis Hayward']]
Predicted Ans:    Louis Hayward
Predicted Path:   And Then There Were None --[starred_actors]--> Louis Hayward --[(INV) starred_actors]--> And Then There Were None --[starred_actors]--> Louis Hayward
Path (Raw):       And Then There Were None --[starred_actors]--> Louis Hayward --[(INV) starred_actors]--> And Then There Were None --[starred_actors]--> Louis Hayward
Neg LogProb(↓):   0.272276
Path Entropy(↓):  0.990841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by douglas kennedy
Start Entity:     Douglas Kennedy
Gold Answer:      [['Rod Taylor', 'Romain Duris', 'Niels Arestrup', 'Marina Foïs', 'Ethan Hawke', 'Johnathon Schaech', 'Kristin Scott Thomas', 'Kevin Bacon']]
Predicted Ans:    Kevin Bacon
Predicted Path:   Douglas Kennedy --[(INV) written_by]--> The Big Picture --[starred_actors]--> Kevin Bacon
Path (Raw):       Douglas Kennedy --[No Operation]--> Douglas Kennedy --[(INV) written_by]--> The Big Picture --[starred_actors]--> Kevin Bacon
Neg LogProb(↓):   0.097201
Path Entropy(↓):  0.332537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with heaven
Start Entity:     heaven
Gold Answer:      [['What Dreams May Come', 'Made in Heaven']]
Predicted Ans:    What Dreams May Come
Predicted Path:   heaven --[(INV) has_tags]--> What Dreams May Come --[has_tags]--> heaven --[(INV) has_tags]--> What Dreams May Come
Path (Raw):       heaven --[(INV) has_tags]--> What Dreams May Come --[has_tags]--> heaven --[(INV) has_tags]--> What Dreams May Come
Neg LogProb(↓):   0.290742
Path Entropy(↓):  0.637494
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for dracula 3d
Start Entity:     Dracula 3D
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Dracula 3D --[directed_by]--> Dario Argento --[(INV) directed_by]--> Do You Like Hitchcock? --[directed_by]--> Dario Argento
Path (Raw):       Dracula 3D --[directed_by]--> Dario Argento --[(INV) directed_by]--> Do You Like Hitchcock? --[directed_by]--> Dario Argento
Neg LogProb(↓):   0.456291
Path Entropy(↓):  1.060336
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor guinevere turner appeared in the same movie with who
Start Entity:     Guinevere Turner
Gold Answer:      [['Christien Anholt', 'Tom Bell']]
Predicted Ans:    Christien Anholt
Predicted Path:   Guinevere Turner --[(INV) starred_actors]--> Preaching to the Perverted --[starred_actors]--> Christien Anholt
Path (Raw):       Guinevere Turner --[No Operation]--> Guinevere Turner --[(INV) starred_actors]--> Preaching to the Perverted --[starred_actors]--> Christien Anholt
Neg LogProb(↓):   0.124869
Path Entropy(↓):  0.464764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie new york, i love you were in which genres
Start Entity:     New York, I Love You
Gold Answer:      [['Romance', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   New York, I Love You --[starred_actors]--> Rachel Bilson --[(INV) starred_actors]--> The Last Kiss --[has_genre]--> Comedy
Path (Raw):       New York, I Love You --[starred_actors]--> Rachel Bilson --[(INV) starred_actors]--> The Last Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   1.121614
Path Entropy(↓):  1.637764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by chris provenzano fall under
Start Entity:     Chris Provenzano
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Chris Provenzano --[(INV) written_by]--> Get Low --[has_genre]--> Drama
Path (Raw):       Chris Provenzano --[No Operation]--> Chris Provenzano --[(INV) written_by]--> Get Low --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of samurai banners
Start Entity:     Samurai Banners
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Samurai Banners --[directed_by]--> Hiroshi Inagaki --[(INV) directed_by]--> Samurai Banners --[in_language]--> Japanese
Path (Raw):       Samurai Banners --[directed_by]--> Hiroshi Inagaki --[(INV) directed_by]--> Samurai Banners --[in_language]--> Japanese
Neg LogProb(↓):   0.002978
Path Entropy(↓):  0.020271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with yves saint laurent fall under
Start Entity:     Yves Saint Laurent
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Yves Saint Laurent --[starred_actors]--> Charlotte Le Bon --[(INV) starred_actors]--> Yves Saint Laurent --[has_genre]--> Drama
Path (Raw):       Yves Saint Laurent --[starred_actors]--> Charlotte Le Bon --[(INV) starred_actors]--> Yves Saint Laurent --[has_genre]--> Drama
Neg LogProb(↓):   0.017813
Path Entropy(↓):  0.115470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the rose
Start Entity:     The Rose
Gold Answer:      [['Bruce Dern', 'Henry Fonda', 'Katharine Hepburn', 'Jane Fonda', 'Michael Caine', 'James Caan', 'Diane Keaton', 'Elliott Gould', "Patrick O'Neal", 'Kelsey Grammer', 'Sissy Spacek', 'Forest Whitaker', 'Roscoe Lee Browne', 'Richard Gere', 'Doug McKeon', 'Sharon Farrell', 'Kim Basinger', 'John Wayne', 'Lolita Davidovich', 'Sharon Stone', 'Bette Midler', 'Enrico Colantoni', 'Eli Wallach', 'Marsha Mason', 'James Franco', 'Kirk Calloway', 'Michael Moriarty', 'George Segal', 'Colleen Dewhurst', 'Esmond Knight', 'Arthur Shields', 'Nora Swinburne', 'Valentina Cervi', 'Steve McQueen', 'Mel Gibson']]
Predicted Ans:    George Segal
Predicted Path:   The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> For the Boys --[starred_actors]--> George Segal
Path (Raw):       The Rose --[directed_by]--> Mark Rydell --[(INV) directed_by]--> For the Boys --[starred_actors]--> George Segal
Neg LogProb(↓):   1.186563
Path Entropy(↓):  2.068497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by jerry zucker were directed by who
Start Entity:     Jerry Zucker
Gold Answer:      [['John Landis', 'David Zucker', 'Jim Abrahams']]
Predicted Ans:    Jim Abrahams
Predicted Path:   Jerry Zucker --[(INV) directed_by]--> Airplane! --[directed_by]--> Jim Abrahams
Path (Raw):       Jerry Zucker --[No Operation]--> Jerry Zucker --[(INV) directed_by]--> Airplane! --[directed_by]--> Jim Abrahams
Neg LogProb(↓):   0.300110
Path Entropy(↓):  0.940656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does charles coburn act in
Start Entity:     Charles Coburn
Gold Answer:      [['Monkey Business', 'The Paradine Case', 'Lured', 'Heaven Can Wait', 'A Royal Scandal', 'The Green Years', 'The Devil and Miss Jones', 'The More the Merrier', 'Impact', 'Bachelor Mother', "Princess O'Rourke", 'Gentlemen Prefer Blondes']]
Predicted Ans:    The Devil and Miss Jones
Predicted Path:   Charles Coburn --[(INV) starred_actors]--> The Devil and Miss Jones --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Devil and Miss Jones
Path (Raw):       Charles Coburn --[(INV) starred_actors]--> The Devil and Miss Jones --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Devil and Miss Jones
Neg LogProb(↓):   0.211626
Path Entropy(↓):  0.840480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of identity
Start Entity:     Identity
Gold Answer:      [['Roland Suso Richter', 'Michael Cooney']]
Predicted Ans:    James Mangold
Predicted Path:   Identity --[written_by]--> Michael Cooney --[(INV) written_by]--> Identity --[directed_by]--> James Mangold
Path (Raw):       Identity --[written_by]--> Michael Cooney --[(INV) written_by]--> Identity --[directed_by]--> James Mangold
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of the constant nymph
Start Entity:     The Constant Nymph
Gold Answer:      [['1946', '1930', '1939', '1950', '1952', '1938', '1929', '1947', '1932', '1941', '1937', '1984']]
Predicted Ans:    1932
Predicted Path:   The Constant Nymph --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Blondie of the Follies --[release_year]--> 1932
Path (Raw):       The Constant Nymph --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Blondie of the Follies --[release_year]--> 1932
Neg LogProb(↓):   1.698471
Path Entropy(↓):  2.328340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in purple noon
Start Entity:     Purple Noon
Gold Answer:      [['Federico Fellini', 'Luchino Visconti', 'Michelangelo Antonioni', 'Roger Vadim', 'Jacques Deray', 'Giuseppe Tomasi di Lampedusa', 'Edgar Allan Poe', 'Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Purple Noon --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Path (Raw):       Purple Noon --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Neg LogProb(↓):   0.260284
Path Entropy(↓):  0.754955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by bob kelljan
Start Entity:     Bob Kelljan
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bob Kelljan --[(INV) directed_by]--> Count Yorga, Vampire --[has_genre]--> Horror
Path (Raw):       Bob Kelljan --[No Operation]--> Bob Kelljan --[(INV) directed_by]--> Count Yorga, Vampire --[has_genre]--> Horror
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by any given sunday actors release
Start Entity:     Any Given Sunday
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1974', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '2014', '1932', '1994', '1943', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '1961', '2012', '2011', '2013', '1962', '1988', '2000', '1997', '1966', '1950', '1960', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1972
Predicted Path:   Any Given Sunday --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       Any Given Sunday --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   1.379126
Path Entropy(↓):  2.950729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does alice brady appear in
Start Entity:     Alice Brady
Gold Answer:      [['The Gay Divorcee', 'Gold Diggers of 1935', 'When Ladies Meet', 'In Old Chicago']]
Predicted Ans:    Tin Pan Alley
Predicted Path:   Alice Brady --[(INV) starred_actors]--> In Old Chicago --[starred_actors]--> Alice Faye --[(INV) starred_actors]--> Tin Pan Alley
Path (Raw):       Alice Brady --[(INV) starred_actors]--> In Old Chicago --[starred_actors]--> Alice Faye --[(INV) starred_actors]--> Tin Pan Alley
Neg LogProb(↓):   0.412550
Path Entropy(↓):  0.770569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by the writer of the incredible hulk returns
Start Entity:     The Incredible Hulk Returns
Gold Answer:      [['Sam Raimi', 'Jon Favreau', 'Tim Story']]
Predicted Ans:    Sam Raimi
Predicted Path:   The Incredible Hulk Returns --[written_by]--> Stan Lee --[(INV) written_by]--> Spider-Man --[directed_by]--> Sam Raimi
Path (Raw):       The Incredible Hulk Returns --[written_by]--> Stan Lee --[(INV) written_by]--> Spider-Man --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.234873
Path Entropy(↓):  0.516813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the son fall under
Start Entity:     The Son
Gold Answer:      [['Drama']]
Predicted Ans:    Mystery
Predicted Path:   The Son --[directed_by]--> Luc Dardenne --[(INV) directed_by]--> The Son --[has_genre]--> Mystery
Path (Raw):       The Son --[directed_by]--> Luc Dardenne --[(INV) directed_by]--> The Son --[has_genre]--> Mystery
Neg LogProb(↓):   0.000036
Path Entropy(↓):  0.000423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor kristanna loken is a co - star of who
Start Entity:     Kristanna Loken
Gold Answer:      [['Matthew Davis', 'Michael Madsen']]
Predicted Ans:    Michael Madsen
Predicted Path:   Kristanna Loken --[(INV) starred_actors]--> BloodRayne --[starred_actors]--> Michael Madsen
Path (Raw):       Kristanna Loken --[No Operation]--> Kristanna Loken --[(INV) starred_actors]--> BloodRayne --[starred_actors]--> Michael Madsen
Neg LogProb(↓):   0.000198
Path Entropy(↓):  0.001956
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the sucker
Start Entity:     The Sucker
Gold Answer:      [['1971', '1970']]
Predicted Ans:    1965
Predicted Path:   The Sucker --[starred_actors]--> Bourvil --[(INV) starred_actors]--> The Sucker --[release_year]--> 1965
Path (Raw):       The Sucker --[starred_actors]--> Bourvil --[(INV) starred_actors]--> The Sucker --[release_year]--> 1965
Neg LogProb(↓):   0.106629
Path Entropy(↓):  0.352488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same screenwriter of chimpanzee
Start Entity:     Chimpanzee
Gold Answer:      [['Earth']]
Predicted Ans:    Earth
Predicted Path:   Chimpanzee --[written_by]--> Mark Linfield --[(INV) written_by]--> Earth
Path (Raw):       Chimpanzee --[No Operation]--> Chimpanzee --[written_by]--> Mark Linfield --[(INV) written_by]--> Earth
Neg LogProb(↓):   0.612982
Path Entropy(↓):  1.088830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in scorned also appears in which films
Start Entity:     Scorned
Gold Answer:      [['The Reckoning']]
Predicted Ans:    The Reckoning
Predicted Path:   Scorned --[starred_actors]--> Viva Bianca --[(INV) starred_actors]--> The Reckoning
Path (Raw):       Scorned --[starred_actors]--> Viva Bianca --[No Operation]--> Viva Bianca --[(INV) starred_actors]--> The Reckoning
Neg LogProb(↓):   0.026080
Path Entropy(↓):  0.120453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ralph spence write
Start Entity:     Ralph Spence
Gold Answer:      [['Higher and Higher', 'Stand Up and Cheer!', 'Poor Little Rich Girl', 'Down Argentine Way']]
Predicted Ans:    Stand Up and Cheer!
Predicted Path:   Ralph Spence --[(INV) written_by]--> Stand Up and Cheer! --[written_by]--> Lew Brown --[(INV) written_by]--> Stand Up and Cheer!
Path (Raw):       Ralph Spence --[(INV) written_by]--> Stand Up and Cheer! --[written_by]--> Lew Brown --[(INV) written_by]--> Stand Up and Cheer!
Neg LogProb(↓):   0.337158
Path Entropy(↓):  0.673422
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by richard franklin were released in which years
Start Entity:     Richard Franklin
Gold Answer:      [['1986', '1983', '1991']]
Predicted Ans:    1986
Predicted Path:   Richard Franklin --[(INV) directed_by]--> Link --[release_year]--> 1986
Path (Raw):       Richard Franklin --[No Operation]--> Richard Franklin --[(INV) directed_by]--> Link --[release_year]--> 1986
Neg LogProb(↓):   0.574723
Path Entropy(↓):  0.775399
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the first nudie musical
Start Entity:     The First Nudie Musical
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   The First Nudie Musical --[starred_actors]--> Bruce Kimmel --[(INV) starred_actors]--> The Creature Wasn't Nice --[release_year]--> 1983
Path (Raw):       The First Nudie Musical --[starred_actors]--> Bruce Kimmel --[(INV) starred_actors]--> The Creature Wasn't Nice --[release_year]--> 1983
Neg LogProb(↓):   0.277142
Path Entropy(↓):  0.553915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with mariangela melato
Start Entity:     Mariangela Melato
Gold Answer:      [['Madonna', 'Giancarlo Giannini', 'Bruce Greenwood']]
Predicted Ans:    Bruce Greenwood
Predicted Path:   Mariangela Melato --[(INV) starred_actors]--> Swept Away --[starred_actors]--> Bruce Greenwood
Path (Raw):       Mariangela Melato --[No Operation]--> Mariangela Melato --[(INV) starred_actors]--> Swept Away --[starred_actors]--> Bruce Greenwood
Neg LogProb(↓):   0.007544
Path Entropy(↓):  0.053290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the son's room were released in which years
Start Entity:     The Son's Room
Gold Answer:      [['2006', '2011', '1993']]
Predicted Ans:    2006
Predicted Path:   The Son's Room --[directed_by]--> Nanni Moretti --[(INV) directed_by]--> The Caiman --[release_year]--> 2006
Path (Raw):       The Son's Room --[directed_by]--> Nanni Moretti --[(INV) directed_by]--> The Caiman --[release_year]--> 2006
Neg LogProb(↓):   0.696923
Path Entropy(↓):  0.903238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the horseman on the roof released
Start Entity:     The Horseman on the Roof
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   The Horseman on the Roof --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       The Horseman on the Roof --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.291614
Path Entropy(↓):  4.544320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jeroen krabbe star in
Start Entity:     Jeroen Krabbé
Gold Answer:      [['Left Luggage', 'The Discovery of Heaven', 'Immortal Beloved', 'Soldier of Orange', 'Farinelli', 'The Punisher']]
Predicted Ans:    Left Luggage
Predicted Path:   Jeroen Krabbé --[(INV) starred_actors]--> Left Luggage --[starred_actors]--> Jeroen Krabbé --[(INV) starred_actors]--> Left Luggage
Path (Raw):       Jeroen Krabbé --[(INV) starred_actors]--> Left Luggage --[starred_actors]--> Jeroen Krabbé --[(INV) starred_actors]--> Left Luggage
Neg LogProb(↓):   0.138023
Path Entropy(↓):  0.545753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote benny's video
Start Entity:     Benny's Video
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Benny's Video --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[in_language]--> French
Path (Raw):       Benny's Video --[written_by]--> Michael Haneke --[(INV) written_by]--> Time of the Wolf --[in_language]--> French
Neg LogProb(↓):   0.435849
Path Entropy(↓):  1.003410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of greg wise starred movies
Start Entity:     Greg Wise
Gold Answer:      [['Johnny Kevorkian']]
Predicted Ans:    Johnny Kevorkian
Predicted Path:   Greg Wise --[(INV) starred_actors]--> The Disappeared --[written_by]--> Johnny Kevorkian
Path (Raw):       Greg Wise --[No Operation]--> Greg Wise --[(INV) starred_actors]--> The Disappeared --[written_by]--> Johnny Kevorkian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with graham greene
Start Entity:     Graham Greene
Gold Answer:      [['Sam Shepard', 'Fred Ward', 'Val Kilmer', 'James Garner', 'Eric Schweig', 'Jodie Foster', 'Mel Gibson']]
Predicted Ans:    Sam Shepard
Predicted Path:   Graham Greene --[(INV) starred_actors]--> Thunderheart --[starred_actors]--> Sam Shepard
Path (Raw):       Graham Greene --[No Operation]--> Graham Greene --[(INV) starred_actors]--> Thunderheart --[starred_actors]--> Sam Shepard
Neg LogProb(↓):   0.614758
Path Entropy(↓):  1.260626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the scarlet letter written by
Start Entity:     The Scarlet Letter
Gold Answer:      [['Nathaniel Hawthorne']]
Predicted Ans:    Nathaniel Hawthorne
Predicted Path:   The Scarlet Letter --[written_by]--> Nathaniel Hawthorne --[(INV) written_by]--> The Scarlet Letter --[written_by]--> Nathaniel Hawthorne
Path (Raw):       The Scarlet Letter --[written_by]--> Nathaniel Hawthorne --[(INV) written_by]--> The Scarlet Letter --[written_by]--> Nathaniel Hawthorne
Neg LogProb(↓):   3.296911
Path Entropy(↓):  3.303551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about fan film
Start Entity:     fan film
Gold Answer:      [['The Hunt for Gollum']]
Predicted Ans:    The Lord of the Rings
Predicted Path:   fan film --[(INV) has_tags]--> The Hunt for Gollum --[has_tags]--> tolkien --[(INV) has_tags]--> The Lord of the Rings
Path (Raw):       fan film --[(INV) has_tags]--> The Hunt for Gollum --[has_tags]--> tolkien --[(INV) has_tags]--> The Lord of the Rings
Neg LogProb(↓):   0.000383
Path Entropy(↓):  0.003626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - wrote films with tim marback
Start Entity:     Tim Marback
Gold Answer:      [['Thom Fitzgerald', 'Steven Hillyer']]
Predicted Ans:    Thom Fitzgerald
Predicted Path:   Tim Marback --[(INV) written_by]--> The Event --[written_by]--> Thom Fitzgerald
Path (Raw):       Tim Marback --[No Operation]--> Tim Marback --[(INV) written_by]--> The Event --[written_by]--> Thom Fitzgerald
Neg LogProb(↓):   0.053970
Path Entropy(↓):  0.241929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by phantom of the opera actors release
Start Entity:     Phantom of the Opera
Gold Answer:      [['1934', '1946', '2009', '1933', '1939', '2008', '1944', '1990', '1960', '1950', '1940', '1942', '1938', '1947', '1935', '1945', '1941', '1937']]
Predicted Ans:    1944
Predicted Path:   Phantom of the Opera --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Phantom of the Opera --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   1.040165
Path Entropy(↓):  1.682490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by mackenzie crook were in which genres
Start Entity:     Mackenzie Crook
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mackenzie Crook --[(INV) starred_actors]--> Sex Lives of the Potato Men --[has_genre]--> Comedy
Path (Raw):       Mackenzie Crook --[No Operation]--> Mackenzie Crook --[(INV) starred_actors]--> Sex Lives of the Potato Men --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by maid in manhattan screenwriters
Start Entity:     Maid in Manhattan
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Maid in Manhattan --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Path (Raw):       Maid in Manhattan --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Neg LogProb(↓):   0.393453
Path Entropy(↓):  0.868877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the girl in the red velvet swing
Start Entity:     The Girl in the Red Velvet Swing
Gold Answer:      [['To Each His Own', 'The Mating Season', 'The Emperor Waltz', 'Ninotchka', 'That Uncertain Feeling', 'Arise, My Love', 'Midnight', 'A Foreign Affair', 'The Heavenly Body', 'Hold Back the Dawn', 'The Major and the Minor', 'Journey to the Center of the Earth']]
Predicted Ans:    The Girl in the Red Velvet Swing
Predicted Path:   The Girl in the Red Velvet Swing --[written_by]--> Walter Reisch --[(INV) written_by]--> The Girl in the Red Velvet Swing
Path (Raw):       The Girl in the Red Velvet Swing --[No Operation]--> The Girl in the Red Velvet Swing --[written_by]--> Walter Reisch --[(INV) written_by]--> The Girl in the Red Velvet Swing
Neg LogProb(↓):   0.581085
Path Entropy(↓):  1.384961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by blackmail actors
Start Entity:     Blackmail
Gold Answer:      [['Hall Caine']]
Predicted Ans:    Hall Caine
Predicted Path:   Blackmail --[starred_actors]--> Anny Ondra --[(INV) starred_actors]--> The Manxman --[written_by]--> Hall Caine
Path (Raw):       Blackmail --[starred_actors]--> Anny Ondra --[(INV) starred_actors]--> The Manxman --[written_by]--> Hall Caine
Neg LogProb(↓):   0.437101
Path Entropy(↓):  0.651080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by isaac hayes release
Start Entity:     Isaac Hayes
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Isaac Hayes --[(INV) starred_actors]--> Kill Switch --[release_year]--> 2008
Path (Raw):       Isaac Hayes --[No Operation]--> Isaac Hayes --[(INV) starred_actors]--> Kill Switch --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by michel boisrond
Start Entity:     Michel Boisrond
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Michel Boisrond --[(INV) written_by]--> Come Dance with Me! --[has_genre]--> Drama
Path (Raw):       Michel Boisrond --[No Operation]--> Michel Boisrond --[(INV) written_by]--> Come Dance with Me! --[has_genre]--> Drama
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie easy a
Start Entity:     Easy A
Gold Answer:      [['Rhett Reese', 'Alvin Sargent', 'Tate Taylor', 'Paul Wernick', 'Steve Kloves', 'Kathryn Stockett', 'Chris Sanders', 'Roberto Orci', 'Alex Kurtzman', 'James Vanderbilt']]
Predicted Ans:    Alvin Sargent
Predicted Path:   Easy A --[starred_actors]--> Emma Stone --[(INV) starred_actors]--> The Amazing Spider-Man --[written_by]--> Alvin Sargent
Path (Raw):       Easy A --[starred_actors]--> Emma Stone --[(INV) starred_actors]--> The Amazing Spider-Man --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.068415
Path Entropy(↓):  0.264746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the last exit to brooklyn director release
Start Entity:     Last Exit to Brooklyn
Gold Answer:      [['1995', '2008', '1993', '1999', '2002']]
Predicted Ans:    1995
Predicted Path:   Last Exit to Brooklyn --[directed_by]--> Uli Edel --[(INV) directed_by]--> Tyson --[release_year]--> 1995
Path (Raw):       Last Exit to Brooklyn --[directed_by]--> Uli Edel --[(INV) directed_by]--> Tyson --[release_year]--> 1995
Neg LogProb(↓):   1.131294
Path Entropy(↓):  1.931777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter francesco rosi co - wrote movies with who
Start Entity:     Francesco Rosi
Gold Answer:      [['Primo Levi', 'Tonino Guerra', 'Ludovic Halévy', 'Henri Meilhac', 'Carlos Saura', 'Prosper Mérimée']]
Predicted Ans:    Carlos Saura
Predicted Path:   Francesco Rosi --[(INV) written_by]--> Carmen --[written_by]--> Carlos Saura
Path (Raw):       Francesco Rosi --[No Operation]--> Francesco Rosi --[(INV) written_by]--> Carmen --[written_by]--> Carlos Saura
Neg LogProb(↓):   0.764338
Path Entropy(↓):  1.479530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by zach cregger
Start Entity:     Zach Cregger
Gold Answer:      [['Trevor Moore']]
Predicted Ans:    Trevor Moore
Predicted Path:   Zach Cregger --[(INV) directed_by]--> Miss March --[written_by]--> Trevor Moore
Path (Raw):       Zach Cregger --[No Operation]--> Zach Cregger --[(INV) directed_by]--> Miss March --[written_by]--> Trevor Moore
Neg LogProb(↓):   0.024178
Path Entropy(↓):  0.115990
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is whiplash about
Start Entity:     Whiplash
Gold Answer:      [['damien chazelle', 'drummer', 'miles teller', 'music', 'jazz']]
Predicted Ans:    drummer
Predicted Path:   Whiplash --[has_tags]--> drummer --[(INV) has_tags]--> Beware of Mr. Baker --[has_tags]--> drummer
Path (Raw):       Whiplash --[has_tags]--> drummer --[(INV) has_tags]--> Beware of Mr. Baker --[has_tags]--> drummer
Neg LogProb(↓):   0.013194
Path Entropy(↓):  0.069944
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of mann rubin written films
Start Entity:     Mann Rubin
Gold Answer:      [['1980', '1959']]
Predicted Ans:    1980
Predicted Path:   Mann Rubin --[(INV) written_by]--> The First Deadly Sin --[release_year]--> 1980
Path (Raw):       Mann Rubin --[No Operation]--> Mann Rubin --[(INV) written_by]--> The First Deadly Sin --[release_year]--> 1980
Neg LogProb(↓):   0.116965
Path Entropy(↓):  0.347316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies written by natto wada in
Start Entity:     Natto Wada
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Natto Wada --[(INV) written_by]--> Fires on the Plain --[in_language]--> Japanese
Path (Raw):       Natto Wada --[No Operation]--> Natto Wada --[(INV) written_by]--> Fires on the Plain --[in_language]--> Japanese
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the queen of spades
Start Entity:     The Queen of Spades
Gold Answer:      [['Onegin']]
Predicted Ans:    Onegin
Predicted Path:   The Queen of Spades --[written_by]--> Alexander Pushkin --[(INV) written_by]--> Onegin
Path (Raw):       The Queen of Spades --[written_by]--> Alexander Pushkin --[(INV) written_by]--> Onegin --[No Operation]--> Onegin
Neg LogProb(↓):   0.085963
Path Entropy(↓):  0.339286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was charles kaufman a writer on
Start Entity:     Charles Kaufman
Gold Answer:      [["Mother's Day", 'The Story of Esther Costello']]
Predicted Ans:    The Story of Esther Costello
Predicted Path:   Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello
Path (Raw):       Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello --[written_by]--> Charles Kaufman --[(INV) written_by]--> The Story of Esther Costello
Neg LogProb(↓):   0.017433
Path Entropy(↓):  0.101375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by nick stahl fall under
Start Entity:     Nick Stahl
Gold Answer:      [['Documentary', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Nick Stahl --[(INV) starred_actors]--> Safe Passage --[has_genre]--> Drama
Path (Raw):       Nick Stahl --[No Operation]--> Nick Stahl --[(INV) starred_actors]--> Safe Passage --[has_genre]--> Drama
Neg LogProb(↓):   0.009075
Path Entropy(↓):  0.052822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie roman holiday in a few words
Start Entity:     Roman Holiday
Gold Answer:      [['princess', 'bd-r', 'rome', 'comedy', 'gregory peck', 'william wyler', 'romantic comedy', 'audrey hepburn']]
Predicted Ans:    rome
Predicted Path:   Roman Holiday --[has_tags]--> rome --[(INV) has_tags]--> The Scarlet and the Black --[has_tags]--> rome
Path (Raw):       Roman Holiday --[has_tags]--> rome --[(INV) has_tags]--> The Scarlet and the Black --[has_tags]--> rome
Neg LogProb(↓):   0.692195
Path Entropy(↓):  1.241934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of chris weitz written movies
Start Entity:     Chris Weitz
Gold Answer:      [['Clyde Geronimi', 'Kenneth Branagh', 'Hamilton Luske', 'Wilfred Jackson', 'Robert Iscove', 'Paul Weitz', 'James Kirkwood']]
Predicted Ans:    Chris Weitz
Predicted Path:   Chris Weitz --[(INV) directed_by]--> About a Boy --[directed_by]--> Chris Weitz
Path (Raw):       Chris Weitz --[No Operation]--> Chris Weitz --[(INV) directed_by]--> About a Boy --[directed_by]--> Chris Weitz
Neg LogProb(↓):   0.439125
Path Entropy(↓):  1.080222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films whose directors also directed bad lieutenant
Start Entity:     Bad Lieutenant
Gold Answer:      [['Chris Penn', 'Harvey Keitel', 'Victor Argo', 'Tsutomu Yamazaki', 'Terry Kinney', 'Madonna', 'Willem Dafoe', 'Forest Whitaker', 'Annabella Sciorra', 'David Caruso', 'Heather Graham', 'Tom Berenger', 'Abel Ferrara', 'Christopher Walken', 'Lili Taylor', 'Edie Falco', 'Asia Argento', 'Isabella Rossellini', 'Juliette Binoche', 'Billy Dee Williams', 'Laurence Fishburne', 'Meg Tilly', 'Matthew Modine', 'Bob Hoskins', 'Kelly McGillis', 'James Russo', 'Peter Weller', 'Gabrielle Anwar']]
Predicted Ans:    Willem Dafoe
Predicted Path:   Bad Lieutenant --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> New Rose Hotel --[starred_actors]--> Willem Dafoe
Path (Raw):       Bad Lieutenant --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> New Rose Hotel --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   1.275089
Path Entropy(↓):  1.862525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by xx / xy screenwriters
Start Entity:     XX/XY
Gold Answer:      [['Thriller']]
Predicted Ans:    Drama
Predicted Path:   XX/XY --[written_by]--> Austin Chick --[(INV) written_by]--> XX/XY --[has_genre]--> Drama
Path (Raw):       XX/XY --[written_by]--> Austin Chick --[(INV) written_by]--> XX/XY --[has_genre]--> Drama
Neg LogProb(↓):   0.000205
Path Entropy(↓):  0.001945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by bjørn lomborg
Start Entity:     Bjørn Lomborg
Gold Answer:      [['Ondi Timoner']]
Predicted Ans:    Ondi Timoner
Predicted Path:   Bjørn Lomborg --[(INV) written_by]--> Cool It --[directed_by]--> Ondi Timoner
Path (Raw):       Bjørn Lomborg --[No Operation]--> Bjørn Lomborg --[(INV) written_by]--> Cool It --[directed_by]--> Ondi Timoner
Neg LogProb(↓):   0.671773
Path Entropy(↓):  0.692914
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by avra wing were directed by who
Start Entity:     Avra Wing
Gold Answer:      [['Martha Coolidge']]
Predicted Ans:    Martha Coolidge
Predicted Path:   Avra Wing --[(INV) written_by]--> Angie --[directed_by]--> Martha Coolidge
Path (Raw):       Avra Wing --[No Operation]--> Avra Wing --[(INV) written_by]--> Angie --[directed_by]--> Martha Coolidge
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by susan penhaligon
Start Entity:     Susan Penhaligon
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Susan Penhaligon --[(INV) starred_actors]--> The Land That Time Forgot --[release_year]--> 1975
Path (Raw):       Susan Penhaligon --[No Operation]--> Susan Penhaligon --[(INV) starred_actors]--> The Land That Time Forgot --[release_year]--> 1975
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does rhys williams appear in
Start Entity:     Rhys Williams
Gold Answer:      [['The Corn Is Green']]
Predicted Ans:    The Corn Is Green
Predicted Path:   Rhys Williams --[(INV) starred_actors]--> The Corn Is Green --[starred_actors]--> Rhys Williams --[(INV) starred_actors]--> The Corn Is Green
Path (Raw):       Rhys Williams --[(INV) starred_actors]--> The Corn Is Green --[starred_actors]--> Rhys Williams --[(INV) starred_actors]--> The Corn Is Green
Neg LogProb(↓):   0.003464
Path Entropy(↓):  0.023161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie grass
Start Entity:     Grass
Gold Answer:      [['Documentary', 'History']]
Predicted Ans:    Documentary
Predicted Path:   Grass --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Grass --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.475605
Path Entropy(↓):  3.910224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the man who would be king
Start Entity:     The Man Who Would Be King
Gold Answer:      [['José Ferrer', 'Henry Fonda', 'Claire Trevor', 'Richard Boone', 'Cary Grant', 'Gary Cooper', 'Bibi Andersson', 'Sam Jaffe', 'Sabu', 'Katharine Hepburn', 'Joan Lorring', 'Gregory Peck', 'Phil Harris', 'Louis Calhern', 'Peter Bull', 'James Whitmore', 'Richard Basehart', 'Suzanne Flon', 'Zsa Zsa Gabor', 'Gladys George', 'Colette Marchand', 'Shirley Temple', 'Ricardo Cortez', 'Geraldine Fitzgerald', 'George Brent', 'Sterling Hayden', 'Jennifer Jones', 'George Sanders', 'Anthony Edwards', 'Bette Davis', 'Bebe Daniels', 'Leo Genn', 'Lionel Barrymore', 'Lauren Bacall', 'Sebastian Cabot', 'Bruce Reitherman', 'Walter Huston', 'Dudley Digges', 'Edward G. Robinson', 'Walter Brennan', 'Sydney Greenstreet', 'Tim Holt', 'Jean Hagen', 'Richard Burton', 'Ava Gardner', 'Royal Dano', 'Margaret Lindsay', 'Audie Murphy', 'Bill Mauldin', 'Victor McLaglen', 'Gina Lollobrigida', 'Humphrey Bogart', 'Robert Morley', 'Mary Astor', 'Ida Lupino', 'Deborah Kerr', 'Peter Lorre']]
Predicted Ans:    Gary Cooper
Predicted Path:   The Man Who Would Be King --[written_by]--> John Huston --[(INV) written_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Path (Raw):       The Man Who Would Be King --[written_by]--> John Huston --[(INV) written_by]--> Sergeant York --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.341549
Path Entropy(↓):  1.133624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of pineapple express
Start Entity:     Pineapple Express
Gold Answer:      [['Prince Avalanche', 'Your Highness', 'The Sitter', 'Snow Angels', 'Undertow', 'All the Real Girls', 'Joe', 'George Washington']]
Predicted Ans:    Snow Angels
Predicted Path:   Pineapple Express --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Snow Angels
Path (Raw):       Pineapple Express --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Snow Angels --[No Operation]--> Snow Angels
Neg LogProb(↓):   0.584390
Path Entropy(↓):  1.364670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by herbie rides again actors
Start Entity:     Herbie Rides Again
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Herbie Rides Again --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Herbie Rides Again --[starred_actors]--> Helen Hayes --[(INV) starred_actors]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie my favorite year
Start Entity:     My Favorite Year
Gold Answer:      [['Paul Brodeur', 'John Brophy', 'Howard Clewes', 'Edward Anhalt', 'Jean Anouilh', 'Larry Gelbart', 'Yves Robert', 'James Goldman', 'Joseph Bologna', 'Dale Wasserman', 'Rudy De Luca', 'E.T.A. Hoffmann', 'John Byrum', 'Woody Allen', 'Richard Maibaum', 'Robert Bolt', 'Jo Swerling', 'Katherine Leslie Moore', 'Daria Nicolodi', 'Renée Taylor', 'Hanif Kureishi', 'Charlie Peters', 'Bernardo Bertolucci', 'Gene Wilder', 'Edward N. Luttwak', 'Neil Jordan', 'Richard Rush', 'Dario Argento', 'Mark Peploe', 'Michael Wilson', 'Max Catto', 'Harold Ramis', 'Lawrence B. Marcus', 'Paul Dehn', 'Joseph Kessel', 'James Hadley Chase', 'Hans Hellmut Kirst', 'Joseph Conrad', 'Richard Brooks', 'Emlyn Williams', 'Dennis Potter', 'Jeremy Leven']]
Predicted Ans:    Harold Ramis
Predicted Path:   My Favorite Year --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Club Paradise --[written_by]--> Harold Ramis
Path (Raw):       My Favorite Year --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Club Paradise --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.728104
Path Entropy(↓):  1.220643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in day of the animals
Start Entity:     Day of the Animals
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Western
Predicted Path:   Day of the Animals --[starred_actors]--> Christopher George --[(INV) starred_actors]--> Chisum --[has_genre]--> Western
Path (Raw):       Day of the Animals --[starred_actors]--> Christopher George --[(INV) starred_actors]--> Chisum --[has_genre]--> Western
Neg LogProb(↓):   0.082779
Path Entropy(↓):  0.306456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in knock off
Start Entity:     Knock Off
Gold Answer:      [['Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Knock Off --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[has_genre]--> Comedy
Path (Raw):       Knock Off --[starred_actors]--> Rob Schneider --[(INV) starred_actors]--> 50 First Dates --[has_genre]--> Comedy
Neg LogProb(↓):   0.400025
Path Entropy(↓):  1.229254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was michael tully an actor in
Start Entity:     Michael Tully
Gold Answer:      [['Septien']]
Predicted Ans:    Septien
Predicted Path:   Michael Tully --[(INV) starred_actors]--> Septien --[starred_actors]--> Michael Tully --[(INV) starred_actors]--> Septien
Path (Raw):       Michael Tully --[(INV) starred_actors]--> Septien --[starred_actors]--> Michael Tully --[(INV) starred_actors]--> Septien
Neg LogProb(↓):   0.004895
Path Entropy(↓):  0.030999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the morituri director
Start Entity:     Morituri
Gold Answer:      [['David Pursall', 'Jack Seddon', 'Cornelius Ryan', 'Romain Gary', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'James Jones']]
Predicted Ans:    James Jones
Predicted Path:   Morituri --[directed_by]--> Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[written_by]--> James Jones
Path (Raw):       Morituri --[directed_by]--> Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[written_by]--> James Jones
Neg LogProb(↓):   0.434070
Path Entropy(↓):  0.978544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of spies like us is also the director of which films
Start Entity:     Spies Like Us
Gold Answer:      [['The Kentucky Fried Movie', 'Coming to America', 'Amazon Women on the Moon', '¡Three Amigos!', 'The Blues Brothers', 'Innocent Blood', 'Trading Places', 'Animal House', 'Beverly Hills Cop III', 'The Stupids', 'An American Werewolf in London', 'Into the Night', 'Oscar', 'Blues Brothers 2000']]
Predicted Ans:    Beverly Hills Cop III
Predicted Path:   Spies Like Us --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III
Path (Raw):       Spies Like Us --[directed_by]--> John Landis --[(INV) directed_by]--> Beverly Hills Cop III --[No Operation]--> Beverly Hills Cop III
Neg LogProb(↓):   0.896444
Path Entropy(↓):  1.835676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the flame of new orleans starred who
Start Entity:     The Flame of New Orleans
Gold Answer:      [['Bruce Cabot', 'Roland Young', 'Marlene Dietrich']]
Predicted Ans:    Bruce Cabot
Predicted Path:   The Flame of New Orleans --[starred_actors]--> Bruce Cabot --[(INV) starred_actors]--> Divorce --[starred_actors]--> Bruce Cabot
Path (Raw):       The Flame of New Orleans --[starred_actors]--> Bruce Cabot --[(INV) starred_actors]--> Divorce --[starred_actors]--> Bruce Cabot
Neg LogProb(↓):   0.739642
Path Entropy(↓):  0.768213
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of certified copy is also the director of which movies
Start Entity:     Certified Copy
Gold Answer:      [['The Traveler', 'Homework', 'Ten', 'Like Someone in Love', 'The Report', 'Life, and Nothing More...', 'Close-Up', 'Taste of Cherry', 'Tickets', 'The Wind Will Carry Us', 'Through the Olive Trees']]
Predicted Ans:    The Traveler
Predicted Path:   Certified Copy --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> The Traveler
Path (Raw):       Certified Copy --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> The Traveler --[No Operation]--> The Traveler
Neg LogProb(↓):   0.495050
Path Entropy(↓):  1.438155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by noboru iguchi
Start Entity:     Noboru Iguchi
Gold Answer:      [['2008', '2011', '2009']]
Predicted Ans:    2011
Predicted Path:   Noboru Iguchi --[(INV) directed_by]--> Karate-Robo Zaborgar --[release_year]--> 2011
Path (Raw):       Noboru Iguchi --[No Operation]--> Noboru Iguchi --[(INV) directed_by]--> Karate-Robo Zaborgar --[release_year]--> 2011
Neg LogProb(↓):   0.530126
Path Entropy(↓):  0.956179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film attack of the 50 ft. woman was directed by who
Start Entity:     Attack of the 50 Ft. Woman
Gold Answer:      [['Christopher Guest']]
Predicted Ans:    Christopher Guest
Predicted Path:   Attack of the 50 Ft. Woman --[directed_by]--> Christopher Guest --[(INV) directed_by]--> For Your Consideration --[directed_by]--> Christopher Guest
Path (Raw):       Attack of the 50 Ft. Woman --[directed_by]--> Christopher Guest --[(INV) directed_by]--> For Your Consideration --[directed_by]--> Christopher Guest
Neg LogProb(↓):   0.001587
Path Entropy(↓):  0.012192
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by harry hill
Start Entity:     Harry Hill
Gold Answer:      [['Steve Bendelack']]
Predicted Ans:    Steve Bendelack
Predicted Path:   Harry Hill --[(INV) written_by]--> The Harry Hill Movie --[directed_by]--> Steve Bendelack
Path (Raw):       Harry Hill --[No Operation]--> Harry Hill --[(INV) written_by]--> The Harry Hill Movie --[directed_by]--> Steve Bendelack
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed babes on broadway
Start Entity:     Babes on Broadway
Gold Answer:      [['Alice Faye', 'Mickey Rooney', 'Carmen Miranda', 'Robert Young', 'Judy Garland', 'Alice Brady', 'Claude Rains', 'Adolphe Menjou', 'George Murphy', 'Zasu Pitts', 'Dick Powell', 'Esther Williams', 'Gloria Stuart', 'Ruby Keeler', 'Eleanor Powell', 'Lionel Barrymore', 'Joan Blondell', 'John Garfield', 'Gene Kelly', 'Ann Sothern', 'Frank Sinatra']]
Predicted Ans:    Judy Garland
Predicted Path:   Babes on Broadway --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[starred_actors]--> Judy Garland
Path (Raw):       Babes on Broadway --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[starred_actors]--> Judy Garland
Neg LogProb(↓):   0.076691
Path Entropy(↓):  0.300762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote destricted
Start Entity:     Destricted
Gold Answer:      [['Matthew Barney', 'Björk']]
Predicted Ans:    Matthew Barney
Predicted Path:   Destricted --[written_by]--> Matthew Barney --[(INV) written_by]--> Drawing Restraint 9 --[starred_actors]--> Matthew Barney
Path (Raw):       Destricted --[written_by]--> Matthew Barney --[(INV) written_by]--> Drawing Restraint 9 --[starred_actors]--> Matthew Barney
Neg LogProb(↓):   0.003423
Path Entropy(↓):  0.023566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is vampire in brooklyn
Start Entity:     Vampire in Brooklyn
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Vampire in Brooklyn --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Vampire in Brooklyn --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.401807
Path Entropy(↓):  4.764426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Celebrity, when was it released
Start Entity:     Celebrity
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Celebrity --[release_year]--> 1998 --[(INV) release_year]--> Clay Pigeons --[release_year]--> 1998
Path (Raw):       Celebrity --[release_year]--> 1998 --[(INV) release_year]--> Clay Pigeons --[release_year]--> 1998
Neg LogProb(↓):   3.473876
Path Entropy(↓):  4.514925
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jeffrey caine co - wrote movies with who
Start Entity:     Jeffrey Caine
Gold Answer:      [['John le Carré']]
Predicted Ans:    John le Carré
Predicted Path:   Jeffrey Caine --[(INV) written_by]--> The Constant Gardener --[written_by]--> John le Carré
Path (Raw):       Jeffrey Caine --[No Operation]--> Jeffrey Caine --[(INV) written_by]--> The Constant Gardener --[written_by]--> John le Carré
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie peter ibbetson
Start Entity:     Peter Ibbetson
Gold Answer:      [['Drama', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   Peter Ibbetson --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Peter Ibbetson --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.552322
Path Entropy(↓):  4.729458
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does emily mortimer star in
Start Entity:     Emily Mortimer
Gold Answer:      [['The Pink Panther 2', 'Lars and the Real Girl', 'Harry Brown', 'Transsiberian', 'Cars 2', 'Chaos Theory', 'The Pink Panther', 'Dear Frankie']]
Predicted Ans:    Dear Frankie
Predicted Path:   Emily Mortimer --[(INV) starred_actors]--> Dear Frankie --[starred_actors]--> Jack McElhone --[(INV) starred_actors]--> Dear Frankie
Path (Raw):       Emily Mortimer --[(INV) starred_actors]--> Dear Frankie --[starred_actors]--> Jack McElhone --[(INV) starred_actors]--> Dear Frankie
Neg LogProb(↓):   0.002484
Path Entropy(↓):  0.018321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in brown sugar
Start Entity:     Brown Sugar
Gold Answer:      [['Franklin J. Schaffner', 'Malcolm D. Lee', 'Pupi Avati', 'Kevin Rodney Sullivan', 'Frank Urson', 'Chi Muoi Lo', 'William Castle', 'Joshua Goldin', 'Philippe Caland', 'Christopher McQuarrie', 'William Malone', 'Rob Marshall', 'Tengiz Abuladze', 'Zola Maseko', 'David E. Talbert']]
Predicted Ans:    Joshua Goldin
Predicted Path:   Brown Sugar --[starred_actors]--> Sanaa Lathan --[(INV) starred_actors]--> Wonderful World --[directed_by]--> Joshua Goldin
Path (Raw):       Brown Sugar --[starred_actors]--> Sanaa Lathan --[(INV) starred_actors]--> Wonderful World --[directed_by]--> Joshua Goldin
Neg LogProb(↓):   0.566332
Path Entropy(↓):  1.289666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in arbitrage
Start Entity:     Arbitrage
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Arbitrage --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[in_language]--> English
Path (Raw):       Arbitrage --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[in_language]--> English
Neg LogProb(↓):   1.150554
Path Entropy(↓):  1.545141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is palindromes
Start Entity:     Palindromes
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Palindromes --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Palindromes --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.930059
Path Entropy(↓):  5.287057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by ulrich tukur
Start Entity:     Ulrich Tukur
Gold Answer:      [['Akif Pirinçci', 'Martin Kluger', 'Martin Provost', 'Marc Abdelnour', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    Florian Henckel von Donnersmarck
Predicted Path:   Ulrich Tukur --[(INV) starred_actors]--> The Lives of Others --[written_by]--> Florian Henckel von Donnersmarck
Path (Raw):       Ulrich Tukur --[No Operation]--> Ulrich Tukur --[(INV) starred_actors]--> The Lives of Others --[written_by]--> Florian Henckel von Donnersmarck
Neg LogProb(↓):   0.002076
Path Entropy(↓):  0.015006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of the left hand of god
Start Entity:     The Left Hand of God
Gold Answer:      [['The Caine Mutiny', 'The Carpetbaggers', 'Soldier of Fortune', "The 'Human' Factor", 'Cornered', 'Raintree County', 'The Young Lions', 'Tender Comrade', 'Anzio', 'Broken Lance', 'Eight Iron Men', 'Shalako', 'Murder, My Sweet', 'Bluebeard', 'Back to Bataan', 'Warlock', 'Walk on the Wild Side', 'The Reluctant Saint', 'Where Love Has Gone', 'The Devil Commands', 'Mirage', 'Crossfire', 'The End of the Affair', 'The Sniper']]
Predicted Ans:    Bluebeard
Predicted Path:   The Left Hand of God --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Bluebeard
Path (Raw):       The Left Hand of God --[No Operation]--> The Left Hand of God --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Bluebeard
Neg LogProb(↓):   0.202808
Path Entropy(↓):  0.789953
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by james clavell in
Start Entity:     James Clavell
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   James Clavell --[(INV) directed_by]--> To Sir, with Love --[has_genre]--> Drama
Path (Raw):       James Clavell --[No Operation]--> James Clavell --[(INV) directed_by]--> To Sir, with Love --[has_genre]--> Drama
Neg LogProb(↓):   0.014601
Path Entropy(↓):  0.075891
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of lucky number slevin
Start Entity:     Lucky Number Slevin
Gold Answer:      [['Thick as Thieves', 'Resurrecting the Champ', 'Black Hawk Down', "Nobody's Fool", 'The Hunting of the President', 'Pearl Harbor', 'Here on Earth', 'Mozart and the Whale', 'Blind Date', 'Over the Hedge', 'Live Free or Die Hard', 'The Long Way Home', 'The Magic of Belle Isle', 'Along Came a Spider', 'The Faculty', 'Lean on Me', 'Bandits', 'The Shawshank Redemption', 'The Contract', 'In Country', 'Cop Out', 'Sunset', '16 Blocks', 'The Bucket List', 'Color of Night', 'Billy Bathgate', 'Unleashed', 'Unforgiven', 'Mortal Thoughts', 'Oblivion', 'The Story of Us', 'The Whole Nine Yards', 'Wicker Park', 'Wanted', 'Die Hard', 'Unbreakable', 'The Prince', 'Hudson Hawk', '30 Days of Night', 'Watching the Detectives', "Charlie's Angels", 'Die Hard 2', 'Alpha Dog', 'Million Dollar Baby', 'Glory', 'High Crimes', 'Bunraku', 'Striking Distance', 'The Man with the Iron Fists', 'Assassination of a High School President', 'The Whole Ten Yards', 'Hollywood Homicide', 'O', 'Fire with Fire', 'Johnny Handsome', 'Looper', 'Edison', 'Amistad', 'Cypher', 'Vice', 'The Jackal', 'Clean and Sober', 'An Unfinished Life', 'Bruce Almighty', 'Born to Be Wild', 'Death Becomes Her', 'Mercury Rising', 'The Bonfire of the Vanities', 'Driving Miss Daisy', 'Armageddon', 'Perfect Stranger', 'A Good Day to Die Hard', 'The Black Dahlia', 'Tears of the Sun', 'Kiss the Girls', 'Setup', 'The Last Boy Scout', 'Nurse Betty', 'Lucy', 'Hard Rain', 'The Siege', 'Evan Almighty', "Hart's War", 'Dolphin Tale 2', 'The Cold Light of Day', 'Last Man Standing', 'The Sixth Sense', 'Last Vegas', 'The Virgin Suicides', 'The Fifth Element', '10 Items or Less', 'Hostage', 'Feast of Love', '40 Days and 40 Nights', 'Moll Flanders', 'Surrogates', 'Under Suspicion', 'Outbreak', 'Invictus', 'Chain Reaction']]
Predicted Ans:    The Long Way Home
Predicted Path:   Lucky Number Slevin --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> The Long Way Home
Path (Raw):       Lucky Number Slevin --[starred_actors]--> Morgan Freeman --[No Operation]--> Morgan Freeman --[(INV) starred_actors]--> The Long Way Home
Neg LogProb(↓):   1.112615
Path Entropy(↓):  2.624179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote in your eyes
Start Entity:     In Your Eyes
Gold Answer:      [['1995', '1998', '2005', '1992', '1993', '2012']]
Predicted Ans:    2012
Predicted Path:   In Your Eyes --[written_by]--> Joss Whedon --[(INV) written_by]--> Much Ado About Nothing --[release_year]--> 2012
Path (Raw):       In Your Eyes --[written_by]--> Joss Whedon --[(INV) written_by]--> Much Ado About Nothing --[release_year]--> 2012
Neg LogProb(↓):   0.724425
Path Entropy(↓):  1.132364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in a birder's guide to everything
Start Entity:     A Birder's Guide to Everything
Gold Answer:      [['Daniela Lavender', 'James Le Gros', 'Katie Chang']]
Predicted Ans:    Stephen Collins
Predicted Path:   A Birder's Guide to Everything --[starred_actors]--> James Le Gros --[(INV) starred_actors]--> My New Gun --[starred_actors]--> Stephen Collins
Path (Raw):       A Birder's Guide to Everything --[starred_actors]--> James Le Gros --[(INV) starred_actors]--> My New Gun --[starred_actors]--> Stephen Collins
Neg LogProb(↓):   0.227626
Path Entropy(↓):  0.595570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of the road to el dorado also starred in which films
Start Entity:     The Road to El Dorado
Gold Answer:      [['Wild Wild West', 'Soapdish', 'The Conspirator', 'French Kiss', "Mary Shelley's Frankenstein", 'The Pink Panther', "Peter's Friends", 'Othello', "Sophie's Choice", 'The Gingerbread Man', 'Anne Frank Remembered', "The Emperor's Club", 'Dead Again', 'Darling Companion', "A Midsummer Night's Dream", 'Henry V', 'Silverado', 'Last Vegas', 'Consenting Adults', 'A Fish Called Wanda', 'The Ice Storm', 'Fierce Creatures', 'Trade', "Love's Labour's Lost", 'Valkyrie', 'My Week with Marilyn', 'My Old Lady', 'Conspiracy', 'The Theory of Flight', 'The Pirates of Penzance', 'The January Man', 'The Proposition', 'The Last of Robin Hood', 'Dave']]
Predicted Ans:    A Fish Called Wanda
Predicted Path:   The Road to El Dorado --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda
Path (Raw):       The Road to El Dorado --[starred_actors]--> Kevin Kline --[No Operation]--> Kevin Kline --[(INV) starred_actors]--> A Fish Called Wanda
Neg LogProb(↓):   1.158518
Path Entropy(↓):  2.328436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the first time are written by who
Start Entity:     The First Time
Gold Answer:      [['Noah Oppenheim', 'James Dashner']]
Predicted Ans:    Jon Kasdan
Predicted Path:   The First Time --[starred_actors]--> Britt Robertson --[(INV) starred_actors]--> The First Time --[written_by]--> Jon Kasdan
Path (Raw):       The First Time --[starred_actors]--> Britt Robertson --[(INV) starred_actors]--> The First Time --[written_by]--> Jon Kasdan
Neg LogProb(↓):   0.564362
Path Entropy(↓):  0.691953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film madam satan
Start Entity:     Madam Satan
Gold Answer:      [['1930']]
Predicted Ans:    1930
Predicted Path:   Madam Satan --[release_year]--> 1930 --[(INV) release_year]--> City Girl --[release_year]--> 1930
Path (Raw):       Madam Satan --[release_year]--> 1930 --[(INV) release_year]--> City Girl --[release_year]--> 1930
Neg LogProb(↓):   2.065667
Path Entropy(↓):  2.845731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of all you need is cash
Start Entity:     All You Need Is Cash
Gold Answer:      [['Comedy']]
Predicted Ans:    Music
Predicted Path:   All You Need Is Cash --[written_by]--> Eric Idle --[(INV) written_by]--> All You Need Is Cash --[has_genre]--> Music
Path (Raw):       All You Need Is Cash --[written_by]--> Eric Idle --[(INV) written_by]--> All You Need Is Cash --[has_genre]--> Music
Neg LogProb(↓):   0.685182
Path Entropy(↓):  0.694786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote the doors
Start Entity:     The Doors
Gold Answer:      [['Ann Dvorak', 'Karen Morley', 'Osgood Perkins', 'Juliette Lewis', 'Cameron Diaz', 'Arnold Schwarzenegger', 'Tom Cruise', 'Paolo Bonacelli', 'Irene Miracle', 'Mickey Rourke', 'Tom Sizemore', 'Charlie Sheen', 'Anthony Hopkins', 'Michael Caine', 'James Woods', 'Madonna', 'Willem Dafoe', 'Bo Hopkins', 'Oliver Stone', 'Michelle Pfeiffer', 'Brad Davis', 'Eric Bogosian', 'Blake Lively', 'Dennis Quaid', 'Tom Berenger', 'Powers Boothe', 'Mary Elizabeth Mastrantonio', 'Rachel Nichols', 'Leslie Hope', 'Taylor Kitsch', 'Andrea Marcovicci', 'Jeff Bridges', 'Fidel Castro', 'James Earl Jones', 'James Belushi', 'Steven Bauer', 'Michael Murphy', 'Ron Perlman', 'Jonathan Pryce', 'Joan Allen', 'Ariane', 'Ellen Greene', 'John Savage', 'Stephen Lang', 'Rosanna Arquette', 'Ed Harris', 'Woody Harrelson', 'Antonio Banderas', 'Paul Muni', 'Al Pacino', 'John Lone', 'Jason Momoa']]
Predicted Ans:    Jeff Bridges
Predicted Path:   The Doors --[written_by]--> Oliver Stone --[(INV) written_by]--> 8 Million Ways to Die --[starred_actors]--> Jeff Bridges
Path (Raw):       The Doors --[written_by]--> Oliver Stone --[(INV) written_by]--> 8 Million Ways to Die --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.850194
Path Entropy(↓):  1.845023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the narrow margin
Start Entity:     The Narrow Margin
Gold Answer:      [['Armored Car Robbery', 'Cat-Women of the Moon', 'The Defiant Ones', 'The Sniper']]
Predicted Ans:    The Narrow Margin
Predicted Path:   The Narrow Margin --[starred_actors]--> Jacqueline White --[(INV) starred_actors]--> The Narrow Margin
Path (Raw):       The Narrow Margin --[starred_actors]--> Jacqueline White --[No Operation]--> Jacqueline White --[(INV) starred_actors]--> The Narrow Margin
Neg LogProb(↓):   0.505223
Path Entropy(↓):  0.703597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie make way for tomorrow are written by who
Start Entity:     Make Way for Tomorrow
Gold Answer:      [['Thornton Wilder', 'Harry Chandlee', 'Frank Craven', 'George Haight', 'Jonathan Latimer', 'William Durkee', 'Elmer Rice', 'Casey Robinson', 'Warren Duff', 'Hartzell Spence', 'Richard Maibaum', 'Paul Osborn', 'Lawrence Edward Watkin', 'Harold Bell Wright', 'Jay Dratler', 'Gina Kaus', 'Morrie Ryskind', 'Ernest Pagano', 'P.J. Wolfson', 'Martha Cheavens']]
Predicted Ans:    Warren Duff
Predicted Path:   Make Way for Tomorrow --[starred_actors]--> Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937 --[written_by]--> Warren Duff
Path (Raw):       Make Way for Tomorrow --[starred_actors]--> Victor Moore --[(INV) starred_actors]--> Gold Diggers of 1937 --[written_by]--> Warren Duff
Neg LogProb(↓):   0.333265
Path Entropy(↓):  0.909343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by aldous huxley released
Start Entity:     Aldous Huxley
Gold Answer:      [['1998', '1970', '1971', '1940', '1996', '2011', '1943']]
Predicted Ans:    The Devils
Predicted Path:   Aldous Huxley --[(INV) written_by]--> The Devils --[written_by]--> Aldous Huxley --[(INV) written_by]--> The Devils
Path (Raw):       Aldous Huxley --[(INV) written_by]--> The Devils --[written_by]--> Aldous Huxley --[(INV) written_by]--> The Devils
Neg LogProb(↓):   1.324784
Path Entropy(↓):  2.183031
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by pistol opera actors
Start Entity:     Pistol Opera
Gold Answer:      [['Hirokazu Koreeda']]
Predicted Ans:    Hirokazu Koreeda
Predicted Path:   Pistol Opera --[starred_actors]--> Makiko Esumi --[(INV) starred_actors]--> Maborosi --[directed_by]--> Hirokazu Koreeda
Path (Raw):       Pistol Opera --[starred_actors]--> Makiko Esumi --[(INV) starred_actors]--> Maborosi --[directed_by]--> Hirokazu Koreeda
Neg LogProb(↓):   0.000205
Path Entropy(↓):  0.001949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by werner herzog release
Start Entity:     Werner Herzog
Gold Answer:      [['1970', '2003', '1992', '2006', '1979', '1974', '1984', '1977', '2007', '1968', '2010', '2004', '1982', '1976', '1972', '1971', '2001', '2000', '1997', '2005', '1991', '1987', '1986']]
Predicted Ans:    1997
Predicted Path:   Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[release_year]--> 1997
Path (Raw):       Werner Herzog --[No Operation]--> Werner Herzog --[(INV) directed_by]--> Little Dieter Needs to Fly --[release_year]--> 1997
Neg LogProb(↓):   1.945780
Path Entropy(↓):  2.797713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by eric blau were in which languages
Start Entity:     Eric Blau
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Eric Blau --[(INV) written_by]--> Jacques Brel Is Alive and Well and Living in Paris --[in_language]--> English
Path (Raw):       Eric Blau --[No Operation]--> Eric Blau --[(INV) written_by]--> Jacques Brel Is Alive and Well and Living in Paris --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of iron man 3
Start Entity:     Iron Man 3
Gold Answer:      [['Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Iron Man 3 --[written_by]--> Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[has_genre]--> Comedy
Path (Raw):       Iron Man 3 --[written_by]--> Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[has_genre]--> Comedy
Neg LogProb(↓):   0.649931
Path Entropy(↓):  0.927226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by hoyt yeatman
Start Entity:     Hoyt Yeatman
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Hoyt Yeatman --[(INV) written_by]--> G-Force --[has_genre]--> Comedy
Path (Raw):       Hoyt Yeatman --[No Operation]--> Hoyt Yeatman --[(INV) written_by]--> G-Force --[has_genre]--> Comedy
Neg LogProb(↓):   0.004137
Path Entropy(↓):  0.026784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about organ
Start Entity:     organ
Gold Answer:      [['Carnival of Souls']]
Predicted Ans:    Carnival of Souls
Predicted Path:   organ --[(INV) has_tags]--> Carnival of Souls --[has_tags]--> organ --[(INV) has_tags]--> Carnival of Souls
Path (Raw):       organ --[(INV) has_tags]--> Carnival of Souls --[has_tags]--> organ --[(INV) has_tags]--> Carnival of Souls
Neg LogProb(↓):   0.127758
Path Entropy(↓):  0.366792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by geoffrey haley release
Start Entity:     Geoffrey Haley
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Geoffrey Haley --[(INV) directed_by]--> The Last Word --[release_year]--> 2008
Path (Raw):       Geoffrey Haley --[No Operation]--> Geoffrey Haley --[(INV) directed_by]--> The Last Word --[release_year]--> 2008
Neg LogProb(↓):   0.001457
Path Entropy(↓):  0.010966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with vampyros lesbos
Start Entity:     Vampyros Lesbos
Gold Answer:      [['Female Vampire']]
Predicted Ans:    Female Vampire
Predicted Path:   Vampyros Lesbos --[written_by]--> Jesús Franco --[(INV) written_by]--> Female Vampire
Path (Raw):       Vampyros Lesbos --[written_by]--> Jesús Franco --[(INV) written_by]--> Female Vampire --[No Operation]--> Female Vampire
Neg LogProb(↓):   0.447607
Path Entropy(↓):  0.654590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in deliver us from eva
Start Entity:     Deliver Us from Eva
Gold Answer:      [['1975', '2009', '2001', '2003', '2005', '1999', '2002', '1994', '2007']]
Predicted Ans:    1994
Predicted Path:   Deliver Us from Eva --[starred_actors]--> Duane Martin --[(INV) starred_actors]--> Above the Rim --[release_year]--> 1994
Path (Raw):       Deliver Us from Eva --[starred_actors]--> Duane Martin --[(INV) starred_actors]--> Above the Rim --[release_year]--> 1994
Neg LogProb(↓):   0.241313
Path Entropy(↓):  0.763763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by elem klimov fall under
Start Entity:     Elem Klimov
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Elem Klimov --[(INV) written_by]--> Come and See --[has_genre]--> Drama
Path (Raw):       Elem Klimov --[No Operation]--> Elem Klimov --[(INV) written_by]--> Come and See --[has_genre]--> Drama
Neg LogProb(↓):   0.009556
Path Entropy(↓):  0.060265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the king kong lives director release
Start Entity:     King Kong Lives
Gold Answer:      [['1976', '1978', '1964', '1933', '1966', '1972', '1960', '2005', '1959', '1973', '1969', '1974', '1984']]
Predicted Ans:    1976
Predicted Path:   King Kong Lives --[directed_by]--> John Guillermin --[(INV) directed_by]--> King Kong --[release_year]--> 1976
Path (Raw):       King Kong Lives --[directed_by]--> John Guillermin --[(INV) directed_by]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   1.648022
Path Entropy(↓):  3.011147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the pirates of penzance actors
Start Entity:     The Pirates of Penzance
Gold Answer:      [['Western', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Pirates of Penzance --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Path (Raw):       The Pirates of Penzance --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.900514
Path Entropy(↓):  1.321394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by richard attenborough in
Start Entity:     Richard Attenborough
Gold Answer:      [['English', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Richard Attenborough --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Path (Raw):       Richard Attenborough --[No Operation]--> Richard Attenborough --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.082866
Path Entropy(↓):  2.103127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with wild horses fall under
Start Entity:     Wild Horses
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Wild Horses --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> Kamchatka --[has_genre]--> Drama
Path (Raw):       Wild Horses --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> Kamchatka --[has_genre]--> Drama
Neg LogProb(↓):   0.012678
Path Entropy(↓):  0.071678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with ghosts of mars
Start Entity:     Ghosts of Mars
Gold Answer:      [['Escape from New York', 'Prince of Darkness', 'They Live', 'Halloween', 'Escape from L.A.', "Someone's Watching Me!", 'Assault on Precinct 13', 'Halloween II', 'Black Moon Rising', 'Eyes of Laura Mars', 'The Fog', 'Dark Star']]
Predicted Ans:    Escape from New York
Predicted Path:   Ghosts of Mars --[written_by]--> John Carpenter --[(INV) written_by]--> Escape from New York
Path (Raw):       Ghosts of Mars --[written_by]--> John Carpenter --[(INV) written_by]--> Escape from New York --[No Operation]--> Escape from New York
Neg LogProb(↓):   1.248547
Path Entropy(↓):  1.934345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the curious case of benjamin button is also the director of which movies
Start Entity:     The Curious Case of Benjamin Button
Gold Answer:      [['Gone Girl', 'The Girl with the Dragon Tattoo', 'Fight Club', 'The Social Network', 'Panic Room', 'Zodiac', 'The Game']]
Predicted Ans:    The Girl with the Dragon Tattoo
Predicted Path:   The Curious Case of Benjamin Button --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo
Path (Raw):       The Curious Case of Benjamin Button --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[No Operation]--> The Girl with the Dragon Tattoo
Neg LogProb(↓):   1.315598
Path Entropy(↓):  1.881007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in premium rush
Start Entity:     Premium Rush
Gold Answer:      [['Dania Ramirez']]
Predicted Ans:    Dania Ramirez
Predicted Path:   Premium Rush --[starred_actors]--> Dania Ramirez --[(INV) starred_actors]--> Premium Rush --[starred_actors]--> Dania Ramirez
Path (Raw):       Premium Rush --[starred_actors]--> Dania Ramirez --[(INV) starred_actors]--> Premium Rush --[starred_actors]--> Dania Ramirez
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does sultan islamov appear in
Start Entity:     Sultan Islamov
Gold Answer:      [['House of Fools']]
Predicted Ans:    House of Fools
Predicted Path:   Sultan Islamov --[(INV) starred_actors]--> House of Fools --[starred_actors]--> Sultan Islamov --[(INV) starred_actors]--> House of Fools
Path (Raw):       Sultan Islamov --[(INV) starred_actors]--> House of Fools --[starred_actors]--> Sultan Islamov --[(INV) starred_actors]--> House of Fools
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of bride of the wind
Start Entity:     Bride of the Wind
Gold Answer:      [['Bruce Beresford']]
Predicted Ans:    Bruce Beresford
Predicted Path:   Bride of the Wind --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[directed_by]--> Bruce Beresford
Path (Raw):       Bride of the Wind --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[directed_by]--> Bruce Beresford
Neg LogProb(↓):   0.416811
Path Entropy(↓):  1.017944
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by bill cosby
Start Entity:     Bill Cosby
Gold Answer:      [['1975', '1990', '1987', '1981', '1974', '1977']]
Predicted Ans:    1975
Predicted Path:   Bill Cosby --[(INV) starred_actors]--> Let's Do It Again --[release_year]--> 1975
Path (Raw):       Bill Cosby --[No Operation]--> Bill Cosby --[(INV) starred_actors]--> Let's Do It Again --[release_year]--> 1975
Neg LogProb(↓):   0.502164
Path Entropy(↓):  1.168558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the forgiveness of blood
Start Entity:     The Forgiveness of Blood
Gold Answer:      [['Spanish']]
Predicted Ans:    Albanian
Predicted Path:   The Forgiveness of Blood --[written_by]--> Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[in_language]--> Albanian
Path (Raw):       The Forgiveness of Blood --[written_by]--> Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[in_language]--> Albanian
Neg LogProb(↓):   0.043070
Path Entropy(↓):  0.174927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie beaches
Start Entity:     Beaches
Gold Answer:      [['Olive Higgins Prouty', 'Paul Brodeur', 'Frank De Felitta', 'Paul Mazursky', 'Andrew Bovell', 'Olivia Goldsmith', 'Dale Launer', 'Peter Dexter', 'Marshall Brickman', 'Sylvie Verheyde', 'Michael Korda', 'Angelo Pizzo', 'Woody Allen', 'Spalding Gray', 'Kaylie Jones', 'Barry Levinson', 'Jeremiah Birnbaum', 'Michael Richter', 'Leslie Dixon', 'Henry James', 'Ira Levin', 'Fritjof Capra', 'Bernt Amadeus Capra', 'Eric Idle', 'Marjorie David', 'Naomi Foner', 'Mary McGarry Morris', 'Roger L. Simon', 'Matthew Leutwyler', 'Robert Getchell', 'Richard Rush', 'Jeffrey Alan Fiskin', 'Newton Thornburg', 'Bette Midler', 'Gary Ross', 'Lawrence B. Marcus', 'Neal Jimenez', 'William Goldman', 'Bill Kerby', 'Lindy Laub', 'Paul Rudnick', 'Tab Murphy', 'Horton Foote', 'Bo Goldman', 'Evan Hunter', 'John Hughes', 'Anne Spielberg', 'James Ivory', 'Ruth Prawer Jhabvala']]
Predicted Ans:    Roger L. Simon
Predicted Path:   Beaches --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Scenes from a Mall --[written_by]--> Roger L. Simon
Path (Raw):       Beaches --[starred_actors]--> Bette Midler --[(INV) starred_actors]--> Scenes from a Mall --[written_by]--> Roger L. Simon
Neg LogProb(↓):   0.951394
Path Entropy(↓):  1.664938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in hannah arendt
Start Entity:     Hannah Arendt
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hannah Arendt --[starred_actors]--> Barbara Sukowa --[(INV) starred_actors]--> Voyager --[has_genre]--> Drama
Path (Raw):       Hannah Arendt --[starred_actors]--> Barbara Sukowa --[(INV) starred_actors]--> Voyager --[has_genre]--> Drama
Neg LogProb(↓):   0.083598
Path Entropy(↓):  0.358229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with ran in
Start Entity:     Ran
Gold Answer:      [['Swedish', 'Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   Ran --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[in_language]--> Japanese
Path (Raw):       Ran --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.422212
Path Entropy(↓):  0.980393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in lord of tears
Start Entity:     Lord of Tears
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Lord of Tears --[in_language]--> English --[(INV) in_language]--> The Power of One --[in_language]--> English
Path (Raw):       Lord of Tears --[in_language]--> English --[(INV) in_language]--> The Power of One --[in_language]--> English
Neg LogProb(↓):   2.149333
Path Entropy(↓):  2.842151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the lodger
Start Entity:     The Lodger
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The Lodger --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[in_language]--> English
Path (Raw):       The Lodger --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[in_language]--> English
Neg LogProb(↓):   0.743084
Path Entropy(↓):  0.934481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of chevy chase starred movies
Start Entity:     Chevy Chase
Gold Answer:      [['John Landis', 'William Friedkin', 'Colin Higgins', 'John Carpenter', 'Stephen Herek', 'George Roy Hill', 'Stephen Kessler', 'Jay Sandrich', 'Ken Shapiro', 'Peter Hewitt', 'Harold Ramis', 'Michael Ritchie']]
Predicted Ans:    Jay Sandrich
Predicted Path:   Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[directed_by]--> Jay Sandrich
Path (Raw):       Chevy Chase --[No Operation]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[directed_by]--> Jay Sandrich
Neg LogProb(↓):   0.230425
Path Entropy(↓):  0.684257
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie stardom
Start Entity:     Stardom
Gold Answer:      [['Rob Stefaniuk', 'Susan Swan']]
Predicted Ans:    Susan Swan
Predicted Path:   Stardom --[starred_actors]--> Jessica Paré --[(INV) starred_actors]--> Lost and Delirious --[written_by]--> Susan Swan
Path (Raw):       Stardom --[starred_actors]--> Jessica Paré --[(INV) starred_actors]--> Lost and Delirious --[written_by]--> Susan Swan
Neg LogProb(↓):   0.016076
Path Entropy(↓):  0.090953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of conversations with my gardener
Start Entity:     Conversations with My Gardener
Gold Answer:      [['Gérard Depardieu', 'Isabelle Adjani', 'Gisèle Casadesus', 'Maurane']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   Conversations with My Gardener --[directed_by]--> Jean Becker --[(INV) directed_by]--> My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu
Path (Raw):       Conversations with My Gardener --[directed_by]--> Jean Becker --[(INV) directed_by]--> My Afternoons with Margueritte --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.003751
Path Entropy(↓):  0.025546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the crossing guard in
Start Entity:     The Crossing Guard
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Old English']]
Predicted Ans:    Italian
Predicted Path:   The Crossing Guard --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       The Crossing Guard --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.300400
Path Entropy(↓):  0.805254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is the loved ones in
Start Entity:     The Loved Ones
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Loved Ones --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       The Loved Ones --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.092448
Path Entropy(↓):  3.852382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the dreamscape director
Start Entity:     Dreamscape
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Dreamscape --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Good Son --[in_language]--> English
Path (Raw):       Dreamscape --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Good Son --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by daniel barnz were released in which years
Start Entity:     Daniel Barnz
Gold Answer:      [['2008', '2011', '2012']]
Predicted Ans:    2012
Predicted Path:   Daniel Barnz --[(INV) written_by]--> Won't Back Down --[release_year]--> 2012
Path (Raw):       Daniel Barnz --[No Operation]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down --[release_year]--> 2012
Neg LogProb(↓):   0.014763
Path Entropy(↓):  0.083004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with denis lawson
Start Entity:     Denis Lawson
Gold Answer:      [['Matthew Macfadyen', 'Fulton Mackay', 'Peter Riegert', 'Burt Lancaster', 'Helena Bonham Carter']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Denis Lawson --[(INV) starred_actors]--> Local Hero --[starred_actors]--> Burt Lancaster
Path (Raw):       Denis Lawson --[No Operation]--> Denis Lawson --[(INV) starred_actors]--> Local Hero --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of austenland also wrote movies
Start Entity:     Austenland
Gold Answer:      [['Gentlemen Broncos', 'Napoleon Dynamite', 'Nacho Libre']]
Predicted Ans:    Nacho Libre
Predicted Path:   Austenland --[written_by]--> Jerusha Hess --[(INV) written_by]--> Nacho Libre
Path (Raw):       Austenland --[written_by]--> Jerusha Hess --[(INV) written_by]--> Nacho Libre --[No Operation]--> Nacho Libre
Neg LogProb(↓):   0.654069
Path Entropy(↓):  0.950106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does michael hardt appear in
Start Entity:     Michael Hardt
Gold Answer:      [['Examined Life']]
Predicted Ans:    Examined Life
Predicted Path:   Michael Hardt --[(INV) starred_actors]--> Examined Life --[starred_actors]--> Martha Nussbaum --[(INV) starred_actors]--> Examined Life
Path (Raw):       Michael Hardt --[(INV) starred_actors]--> Examined Life --[starred_actors]--> Martha Nussbaum --[(INV) starred_actors]--> Examined Life
Neg LogProb(↓):   0.302694
Path Entropy(↓):  0.603748
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by yukito nishii
Start Entity:     Yukito Nishii
Gold Answer:      [['Mamoru Hosoda']]
Predicted Ans:    Mamoru Hosoda
Predicted Path:   Yukito Nishii --[(INV) starred_actors]--> Wolf Children --[directed_by]--> Mamoru Hosoda
Path (Raw):       Yukito Nishii --[No Operation]--> Yukito Nishii --[(INV) starred_actors]--> Wolf Children --[directed_by]--> Mamoru Hosoda
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film vixen! were released in which years
Start Entity:     Vixen!
Gold Answer:      [['1974']]
Predicted Ans:    1968
Predicted Path:   Vixen! --[starred_actors]--> Erica Gavin --[(INV) starred_actors]--> Vixen! --[release_year]--> 1968
Path (Raw):       Vixen! --[starred_actors]--> Erica Gavin --[(INV) starred_actors]--> Vixen! --[release_year]--> 1968
Neg LogProb(↓):   0.014715
Path Entropy(↓):  0.076239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of legal eagles
Start Entity:     Legal Eagles
Gold Answer:      [['Orlando Jones', 'Anna Faris', 'Arnold Schwarzenegger', 'Luke Wilson', 'Harrison Ford', 'Julianne Moore', 'Ashton Kutcher', 'Pamela Reed', 'David Duchovny', 'Seann William Scott', 'Rainn Wilson', 'Robin Williams', 'Uma Thurman', 'Penelope Ann Miller', 'Warren Oates', 'Danny DeVito', 'Bill Murray', 'Frank Langella', 'Dan Aykroyd', 'Anne Heche', 'Billy Crystal', 'Harold Ramis', 'Nastassja Kinski', 'Sigourney Weaver', 'Kevin Kline', 'Natalie Portman', 'Kevin Dunn']]
Predicted Ans:    Sigourney Weaver
Predicted Path:   Legal Eagles --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters --[starred_actors]--> Sigourney Weaver
Path (Raw):       Legal Eagles --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Ghostbusters --[starred_actors]--> Sigourney Weaver
Neg LogProb(↓):   0.928687
Path Entropy(↓):  1.818071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of julianne hough starred movies
Start Entity:     Julianne Hough
Gold Answer:      [['1991', '1982', '2012', '2011', '1984', '2013']]
Predicted Ans:    2013
Predicted Path:   Julianne Hough --[(INV) starred_actors]--> Safe Haven --[release_year]--> 2013
Path (Raw):       Julianne Hough --[No Operation]--> Julianne Hough --[(INV) starred_actors]--> Safe Haven --[release_year]--> 2013
Neg LogProb(↓):   1.158942
Path Entropy(↓):  1.114980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of the unknown soldier
Start Entity:     The Unknown Soldier
Gold Answer:      [['Edvin Laine']]
Predicted Ans:    Rauni Mollberg
Predicted Path:   The Unknown Soldier --[directed_by]--> Rauni Mollberg --[(INV) directed_by]--> The Unknown Soldier --[directed_by]--> Rauni Mollberg
Path (Raw):       The Unknown Soldier --[directed_by]--> Rauni Mollberg --[(INV) directed_by]--> The Unknown Soldier --[directed_by]--> Rauni Mollberg
Neg LogProb(↓):   0.010660
Path Entropy(↓):  0.063480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is the movie juliet of the spirits in
Start Entity:     Juliet of the Spirits
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Juliet of the Spirits --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       Juliet of the Spirits --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.775000
Path Entropy(↓):  3.243081
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by millicent shelton were in which genres
Start Entity:     Millicent Shelton
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Millicent Shelton --[(INV) directed_by]--> Ride --[has_genre]--> Comedy
Path (Raw):       Millicent Shelton --[No Operation]--> Millicent Shelton --[(INV) directed_by]--> Ride --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the spoilers director release
Start Entity:     The Spoilers
Gold Answer:      [['1934', '1948']]
Predicted Ans:    1948
Predicted Path:   The Spoilers --[directed_by]--> Ray Enright --[(INV) directed_by]--> Albuquerque --[release_year]--> 1948
Path (Raw):       The Spoilers --[directed_by]--> Ray Enright --[(INV) directed_by]--> Albuquerque --[release_year]--> 1948
Neg LogProb(↓):   0.590667
Path Entropy(↓):  0.871719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the talented mr. ripley
Start Entity:     The Talented Mr. Ripley
Gold Answer:      [['Farley Granger', 'Leo G. Carroll', 'Viggo Mortensen', 'Karl Pruner', 'Oscar Isaac', 'Dennis Hopper', 'Marion Cotillard', 'Kirsten Dunst', 'Ray Winstone', 'Renée Zellweger', 'Robert Walker', 'Barry Pepper', 'Nicole Kidman', 'John Malkovich', 'Ruth Roman', 'Julia Stiles', 'Alain Delon', 'Juliette Binoche', 'Jude Law', 'Paddy Considine', 'Robin Wright', 'Bruno Ganz']]
Predicted Ans:    Juliette Binoche
Predicted Path:   The Talented Mr. Ripley --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Path (Raw):       The Talented Mr. Ripley --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Neg LogProb(↓):   0.058531
Path Entropy(↓):  0.272971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does carmen fall under
Start Entity:     Carmen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Carmen --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Carmen --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.832549
Path Entropy(↓):  4.307327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie seven swords are written by who
Start Entity:     Seven Swords
Gold Answer:      [['Daniel Lee', 'Dante Lam', 'Gordon Chan', 'John Drimmer', 'Chip Proser', 'Edmond Wong']]
Predicted Ans:    John Drimmer
Predicted Path:   Seven Swords --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[written_by]--> John Drimmer
Path (Raw):       Seven Swords --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman --[written_by]--> John Drimmer
Neg LogProb(↓):   0.011233
Path Entropy(↓):  0.064033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of student of the year also wrote which films
Start Entity:     Student of the Year
Gold Answer:      [['Kal Ho Naa Ho', 'Kabhi Khushi Kabhie Gham...', 'Kuch Kuch Hota Hai']]
Predicted Ans:    Kabhi Khushi Kabhie Gham...
Predicted Path:   Student of the Year --[written_by]--> Karan Johar --[(INV) written_by]--> Kabhi Khushi Kabhie Gham...
Path (Raw):       Student of the Year --[written_by]--> Karan Johar --[(INV) written_by]--> Kabhi Khushi Kabhie Gham... --[No Operation]--> Kabhi Khushi Kabhie Gham...
Neg LogProb(↓):   0.018030
Path Entropy(↓):  0.101113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by ben falcone fall under
Start Entity:     Ben Falcone
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ben Falcone --[(INV) written_by]--> Tammy --[has_genre]--> Comedy
Path (Raw):       Ben Falcone --[No Operation]--> Ben Falcone --[(INV) written_by]--> Tammy --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of gallowwalkers
Start Entity:     Gallowwalkers
Gold Answer:      [['Murder at 1600', 'Game of Death', 'Blade II', 'The Last Horror Movie', 'The Fan', 'Unstoppable', "White Men Can't Jump", 'The Contractor', 'One Night Stand', 'Shirin in Love', 'Futuresport', 'The Marksman', 'The Art of War', 'Drop Zone', '7 Seconds', 'Sugar Hill', 'Demolition Man', 'New Jack City', 'Passenger 57', 'Hard Luck', "Brooklyn's Finest", 'Blade', 'Boiling Point', "Mo' Better Blues", 'Chaos', 'Rising Sun', 'Jungle Fever', 'Money Train', 'The Detonator', 'Undisputed', 'U.S. Marshals']]
Predicted Ans:    Chaos
Predicted Path:   Gallowwalkers --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Path (Raw):       Gallowwalkers --[starred_actors]--> Wesley Snipes --[No Operation]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Neg LogProb(↓):   0.952363
Path Entropy(↓):  1.558476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film a breed apart
Start Entity:     A Breed Apart
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   A Breed Apart --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       A Breed Apart --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   1.865595
Path Entropy(↓):  3.088757
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by gus van sant
Start Entity:     Gus Van Sant
Gold Answer:      [['Romance', 'Biography', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Gus Van Sant --[(INV) directed_by]--> Mala Noche --[has_genre]--> Drama
Path (Raw):       Gus Van Sant --[No Operation]--> Gus Van Sant --[(INV) directed_by]--> Mala Noche --[has_genre]--> Drama
Neg LogProb(↓):   0.287718
Path Entropy(↓):  1.007456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of ten
Start Entity:     Ten
Gold Answer:      [['Italian', 'English', 'French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ten --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Path (Raw):       Ten --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[in_language]--> Japanese
Neg LogProb(↓):   0.001266
Path Entropy(↓):  0.010631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by ali larter
Start Entity:     Ali Larter
Gold Answer:      [['James Wong', 'Les Mayfield', 'Steve Shill']]
Predicted Ans:    James Wong
Predicted Path:   Ali Larter --[(INV) starred_actors]--> Final Destination --[directed_by]--> James Wong
Path (Raw):       Ali Larter --[No Operation]--> Ali Larter --[(INV) starred_actors]--> Final Destination --[directed_by]--> James Wong
Neg LogProb(↓):   0.001245
Path Entropy(↓):  0.009848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by katharine mcphee
Start Entity:     Katharine McPhee
Gold Answer:      [['Rob Hedden']]
Predicted Ans:    Rob Hedden
Predicted Path:   Katharine McPhee --[(INV) starred_actors]--> You May Not Kiss the Bride --[directed_by]--> Rob Hedden
Path (Raw):       Katharine McPhee --[No Operation]--> Katharine McPhee --[(INV) starred_actors]--> You May Not Kiss the Bride --[directed_by]--> Rob Hedden
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie zodiac
Start Entity:     Zodiac
Gold Answer:      [['David Koepp', 'Stieg Larsson', 'Eric Roth', 'Gillian Flynn', 'Jim Uhls', 'Ben Mezrich', 'Steven Zaillian', 'Robin Swicord', 'Aaron Sorkin', 'F. Scott Fitzgerald', 'Chuck Palahniuk']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Zodiac --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Path (Raw):       Zodiac --[directed_by]--> David Fincher --[(INV) directed_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.030585
Path Entropy(↓):  0.179885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by edward burns
Start Entity:     Edward Burns
Gold Answer:      [['Robert Rodat', 'Doug Jung']]
Predicted Ans:    Edward Burns
Predicted Path:   Edward Burns --[(INV) written_by]--> Ash Wednesday --[directed_by]--> Edward Burns
Path (Raw):       Edward Burns --[No Operation]--> Edward Burns --[(INV) written_by]--> Ash Wednesday --[directed_by]--> Edward Burns
Neg LogProb(↓):   1.587862
Path Entropy(↓):  2.878859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred together with brady corbet
Start Entity:     Brady Corbet
Gold Answer:      [['Michael Pitt', 'Tim Roth', 'Naomi Watts']]
Predicted Ans:    Tim Roth
Predicted Path:   Brady Corbet --[(INV) starred_actors]--> Funny Games --[starred_actors]--> Tim Roth
Path (Raw):       Brady Corbet --[No Operation]--> Brady Corbet --[(INV) starred_actors]--> Funny Games --[starred_actors]--> Tim Roth
Neg LogProb(↓):   0.720912
Path Entropy(↓):  0.886964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by a woman's face actors
Start Entity:     A Woman's Face
Gold Answer:      [['Swedish', 'French', 'English', 'Mandarin', 'Italian', 'German', 'Spanish']]
Predicted Ans:    Swedish
Predicted Path:   A Woman's Face --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> A Woman's Face --[in_language]--> Swedish
Path (Raw):       A Woman's Face --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> A Woman's Face --[in_language]--> Swedish
Neg LogProb(↓):   0.772362
Path Entropy(↓):  0.977861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of body snatchers also directed which films
Start Entity:     Body Snatchers
Gold Answer:      [['The Addiction', 'Bad Lieutenant', 'New Rose Hotel', 'Go Go Tales', 'Dangerous Game', 'Mary', 'The Funeral', "'R Xmas", 'Chelsea on the Rocks', 'Fear City', 'The Driller Killer', 'Welcome to New York', 'The Blackout', 'King of New York', 'Cat Chaser']]
Predicted Ans:    Go Go Tales
Predicted Path:   Body Snatchers --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales
Path (Raw):       Body Snatchers --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales --[No Operation]--> Go Go Tales
Neg LogProb(↓):   1.565568
Path Entropy(↓):  2.238765
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of citizen kane also wrote which films
Start Entity:     Citizen Kane
Gold Answer:      [['The Immortal Story', 'Touch of Evil', 'F for Fake', 'The Lady from Shanghai', 'The Trial', 'The Magnificent Ambersons', 'Chimes at Midnight']]
Predicted Ans:    Chimes at Midnight
Predicted Path:   Citizen Kane --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight
Path (Raw):       Citizen Kane --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight --[No Operation]--> Chimes at Midnight
Neg LogProb(↓):   0.007471
Path Entropy(↓):  0.050736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of hell's angels
Start Entity:     Hell's Angels
Gold Answer:      [['Cimarron', 'David Copperfield', 'The Human Comedy']]
Predicted Ans:    Cimarron
Predicted Path:   Hell's Angels --[written_by]--> Howard Estabrook --[(INV) written_by]--> Cimarron
Path (Raw):       Hell's Angels --[written_by]--> Howard Estabrook --[(INV) written_by]--> Cimarron --[No Operation]--> Cimarron
Neg LogProb(↓):   0.040127
Path Entropy(↓):  0.219857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by christopher larkin release
Start Entity:     Christopher Larkin
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Christopher Larkin --[(INV) written_by]--> A Very Natural Thing --[release_year]--> 1974
Path (Raw):       Christopher Larkin --[No Operation]--> Christopher Larkin --[(INV) written_by]--> A Very Natural Thing --[release_year]--> 1974
Neg LogProb(↓):   0.026778
Path Entropy(↓):  0.122077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the rewrite
Start Entity:     The Rewrite
Gold Answer:      [['2000', '2002', '2007', '2009']]
Predicted Ans:    2000
Predicted Path:   The Rewrite --[written_by]--> Marc Lawrence --[(INV) written_by]--> Miss Congeniality --[release_year]--> 2000
Path (Raw):       The Rewrite --[written_by]--> Marc Lawrence --[(INV) written_by]--> Miss Congeniality --[release_year]--> 2000
Neg LogProb(↓):   0.992368
Path Entropy(↓):  1.414914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the presumed innocent director
Start Entity:     Presumed Innocent
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Presumed Innocent --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[in_language]--> Polish
Path (Raw):       Presumed Innocent --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Sophie's Choice --[in_language]--> Polish
Neg LogProb(↓):   0.000227
Path Entropy(↓):  0.002195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is daylight about
Start Entity:     Daylight
Gold Answer:      [['sylvester stallone', 'rob cohen']]
Predicted Ans:    sylvester stallone
Predicted Path:   Daylight --[has_tags]--> sylvester stallone --[(INV) has_tags]--> Rambo --[has_tags]--> sylvester stallone
Path (Raw):       Daylight --[has_tags]--> sylvester stallone --[(INV) has_tags]--> Rambo --[has_tags]--> sylvester stallone
Neg LogProb(↓):   0.577224
Path Entropy(↓):  0.699930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of chasers is also the director of which films
Start Entity:     Chasers
Gold Answer:      [['The Hot Spot', 'Out of the Blue', 'Colors', 'The Last Movie', 'Easy Rider', 'Catchfire']]
Predicted Ans:    Out of the Blue
Predicted Path:   Chasers --[directed_by]--> Dennis Hopper --[(INV) directed_by]--> Out of the Blue
Path (Raw):       Chasers --[directed_by]--> Dennis Hopper --[(INV) directed_by]--> Out of the Blue --[No Operation]--> Out of the Blue
Neg LogProb(↓):   0.700641
Path Entropy(↓):  1.253394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the devil commands
Start Entity:     The Devil Commands
Gold Answer:      [['1954', '1944', '1959', '1968', '2009', '1957', '1947', '1943', '1972', '1989', '1955', '1962', '1964', '1975', '1965', '1999', '1945', '1952', '1958']]
Predicted Ans:    1964
Predicted Path:   The Devil Commands --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Where Love Has Gone --[release_year]--> 1964
Path (Raw):       The Devil Commands --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Where Love Has Gone --[release_year]--> 1964
Neg LogProb(↓):   1.833138
Path Entropy(↓):  2.809422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of king of california
Start Entity:     King of California
Gold Answer:      [['William Mapother', 'Brit Marling']]
Predicted Ans:    Brit Marling
Predicted Path:   King of California --[directed_by]--> Mike Cahill --[(INV) directed_by]--> Another Earth --[starred_actors]--> Brit Marling
Path (Raw):       King of California --[directed_by]--> Mike Cahill --[(INV) directed_by]--> Another Earth --[starred_actors]--> Brit Marling
Neg LogProb(↓):   0.098743
Path Entropy(↓):  0.359828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the contender
Start Entity:     The Contender
Gold Answer:      [['1971', '2011', '1999']]
Predicted Ans:    1971
Predicted Path:   The Contender --[written_by]--> Rod Lurie --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Path (Raw):       The Contender --[written_by]--> Rod Lurie --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Neg LogProb(↓):   0.489305
Path Entropy(↓):  0.731288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films love songs are written by who
Start Entity:     Love Songs
Gold Answer:      [['Christophe Honoré', 'Geneviève Brisac']]
Predicted Ans:    Christophe Honoré
Predicted Path:   Love Songs --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Man at Bath --[written_by]--> Christophe Honoré
Path (Raw):       Love Songs --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Man at Bath --[written_by]--> Christophe Honoré
Neg LogProb(↓):   0.037881
Path Entropy(↓):  0.168330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by nick giannopoulos
Start Entity:     Nick Giannopoulos
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nick Giannopoulos --[(INV) written_by]--> The Wog Boy --[has_genre]--> Comedy
Path (Raw):       Nick Giannopoulos --[No Operation]--> Nick Giannopoulos --[(INV) written_by]--> The Wog Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by jane eyre actors
Start Entity:     Jane Eyre
Gold Answer:      [['Robert Wise', 'Edmund Goulding', 'Mike Newell', 'Clive Donner', 'Peter Hyams', 'Matt Cimber', 'Fritz Lang', 'Mike Nichols', 'Paco Cabezas', 'Delmer Daves', 'Irwin Allen', 'Richard Fleischer', 'Thomas Arslan', 'Stuart Burge', 'David Lean', 'Nicolas Roeg', 'Carol Reed', 'Richard Thorpe', 'James Toback', 'Norman Panama', 'Roman Polanski', 'Billy Wilder', 'Henry Jaglom', 'Peter Medak', 'Irvin Kershner', 'Karl Malden', 'Sally Potter', 'Nicholas Ray', 'Aku Louhimies', 'Harold Becker', 'Martin Ritt', 'Franklin J. Schaffner', 'Stanley Kramer', 'Richard Ayoade', 'Anatole Litvak', 'Vladimir Grammatikov', 'Gus Van Sant', 'John Curran', 'Luchino Visconti', 'Robert Rossen', 'Max Ophüls', 'Jim Jarmusch', 'Michael Winner', 'Steven Paul', 'Douglas Camfield', 'Mitchell Leisen', 'David Cronenberg', 'Stanley Donen', 'Paul Schrader', 'John G. Avildsen', 'Robert Zemeckis', 'Alfred Hitchcock', 'Lowell Sherman', 'Richard Lester', 'Peter Yates', 'George C. Scott', 'Daryl Duke', 'Peter R. Hunt', 'William Peter Blatty', 'Tim Burton', 'Sydney Pollack', 'Oliver Parker', 'Nick Murphy', 'Cyril Frankel', 'Michael Brandt', 'Orson Welles', 'Egidio Coccimiglio', 'George Stevens', 'Ida Lupino', 'Norman Z. McLeod', 'Uli Edel', 'Arthur Hiller']]
Predicted Ans:    Orson Welles
Predicted Path:   Jane Eyre --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[directed_by]--> Orson Welles
Path (Raw):       Jane Eyre --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.790844
Path Entropy(↓):  1.357799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by evan hunter
Start Entity:     Evan Hunter
Gold Answer:      [['Richard Quine', 'Delbert Mann', 'John Frankenheimer', 'Richard A. Colla', 'Frank Perry', 'Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Evan Hunter --[(INV) written_by]--> The Birds --[directed_by]--> Alfred Hitchcock
Path (Raw):       Evan Hunter --[No Operation]--> Evan Hunter --[(INV) written_by]--> The Birds --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.109811
Path Entropy(↓):  0.346727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did nick cassavetes write
Start Entity:     Nick Cassavetes
Gold Answer:      [['Alpha Dog', 'Blow', 'Unhook the Stars', "My Sister's Keeper"]]
Predicted Ans:    Unhook the Stars
Predicted Path:   Nick Cassavetes --[(INV) written_by]--> Unhook the Stars --[written_by]--> Nick Cassavetes --[(INV) written_by]--> Unhook the Stars
Path (Raw):       Nick Cassavetes --[(INV) written_by]--> Unhook the Stars --[written_by]--> Nick Cassavetes --[(INV) written_by]--> Unhook the Stars
Neg LogProb(↓):   0.021602
Path Entropy(↓):  0.138794
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film the wife
Start Entity:     The Wife
Gold Answer:      [['Tom Noonan']]
Predicted Ans:    Tom Noonan
Predicted Path:   The Wife --[written_by]--> Tom Noonan --[(INV) written_by]--> The Wife --[written_by]--> Tom Noonan
Path (Raw):       The Wife --[written_by]--> Tom Noonan --[(INV) written_by]--> The Wife --[written_by]--> Tom Noonan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by once upon a time in the west writers release
Start Entity:     Once Upon a Time in the West
Gold Answer:      [['1980', '1970', '1993', '1985', '1984', '1977', '1998', '2009', '2004', '1953', '1976', '1972', '1971', '1990', '2001', '1989', '1996', '2012', '1986', '1964', '1975', '1966', '2005', '1965', '1987', '1969']]
Predicted Ans:    1990
Predicted Path:   Once Upon a Time in the West --[written_by]--> Dario Argento --[(INV) written_by]--> Two Evil Eyes --[release_year]--> 1990
Path (Raw):       Once Upon a Time in the West --[written_by]--> Dario Argento --[(INV) written_by]--> Two Evil Eyes --[release_year]--> 1990
Neg LogProb(↓):   1.031747
Path Entropy(↓):  2.014715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film temple grandin
Start Entity:     Temple Grandin
Gold Answer:      [['Max Mayer', 'Michael Pressman', 'Burr Steers', 'Thomas Vinterberg', 'Anand Tucker', 'Francis Ford Coppola', 'Scott Silver', 'Joseph Anthony', 'Jonathan Kaplan', 'Baz Luhrmann', 'Thomas Bezucha']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Temple Grandin --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> The Rainmaker --[directed_by]--> Francis Ford Coppola
Path (Raw):       Temple Grandin --[starred_actors]--> Claire Danes --[(INV) starred_actors]--> The Rainmaker --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.115361
Path Entropy(↓):  0.508724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by backdraft actors
Start Entity:     Backdraft
Gold Answer:      [['Jon Avnet', 'John Polson', 'Michael Mann', 'Clint Eastwood', 'Robert Towne', 'Thom Eberhardt', 'Roger Spottiswoode', 'Michael Cimino', 'Neil Jordan', 'Kevin Macdonald', 'Rodrigo Cortés', 'Gregory Hoblit', 'Mike Mitchell', 'Don Siegel', 'John Flynn', 'Mark Steven Johnson', 'John Bruno', 'Richard Rich', 'Ted Berman', 'J. Lee Thompson', 'Tom Dey', 'Don Handfield', 'James Mangold', 'Jerry Zaks', 'Robert De Niro', 'Martin Scorsese', 'Jonathan Demme', 'Quentin Tarantino', 'Jonathan Mostow', 'Barry Levinson', 'Griffin Dunne', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Jerry Jameson', 'Jon Turteltaub', 'Neil Burger', 'Jules Dassin', 'Stuart Orme', 'Bernardo Bertolucci', 'Joel Schumacher', 'John Carpenter', 'Herbert Ross', 'Justin Zackham', 'Kevin Jarre', 'Ulu Grosbard', 'Cédric Kahn', 'Raoul Ruiz', 'Jonathan Sobol', 'Michael Radford', 'Gary McKendry', 'Paul Weitz', 'Stuart Baird', 'Alan J. Pakula', 'Richard Marquand', 'Luc Besson', 'David O. Russell', 'Caroline Zelder', 'Robert Altman', 'Kenneth Branagh', 'Roland Emmerich', 'Penny Marshall', 'Michael Curtiz', 'Peter Collinson', 'Alan Parker', 'Courtney Solomon', 'Sergio Leone', 'Yurek Bogayevicz', 'John D. Hancock', 'Louis Malle', 'John Sturges', 'Phillip Borsos', 'John McNaughton', 'Martin Brest', 'Peter Segal', 'Frank Oz', 'Paul Morrissey', 'Doug Liman', 'John Curran', 'Brian De Palma', 'Elia Kazan', 'Philip Kaufman', 'John Schlesinger', 'Paul Mazursky', 'Ron Shelton', 'Wolfgang Petersen', 'Matthijs van Heijningen Jr.', 'Kirk Jones', 'Roland Joffé', 'Bud Yorkin', 'Nicolas Roeg', 'Tony Scott', 'Sidney J. Furie', 'Robert Redford', 'John Frankenheimer', 'Euzhan Palcy', 'Ettore Scola', 'Christian Duguay', 'Hugh Hudson', 'Terry Gilliam', 'Jay Roach', 'Phillip Noyce', 'Robert Zemeckis', 'Cameron Crowe', 'Harold Ramis', 'Garry Marshall', 'George P. Cosmatos', 'Johnnie To', 'Robert Rodriguez', 'Andrew Sipes', 'F. Gary Gray', 'Irwin Winkler', 'Jonathan Kaplan', 'David Grovic']]
Predicted Ans:    Euzhan Palcy
Predicted Path:   Backdraft --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[directed_by]--> Euzhan Palcy
Path (Raw):       Backdraft --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> A Dry White Season --[directed_by]--> Euzhan Palcy
Neg LogProb(↓):   1.525334
Path Entropy(↓):  1.840840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with labor day in
Start Entity:     Labor Day
Gold Answer:      [['French', 'English', 'Danish', 'Korean', 'German']]
Predicted Ans:    French
Predicted Path:   Labor Day --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[in_language]--> French
Path (Raw):       Labor Day --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[in_language]--> French
Neg LogProb(↓):   0.590258
Path Entropy(↓):  1.073623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is american hustle
Start Entity:     American Hustle
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   American Hustle --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       American Hustle --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.411622
Path Entropy(↓):  4.613436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the boss of it all screenwriters
Start Entity:     The Boss of It All
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Boss of It All --[written_by]--> Lars von Trier --[(INV) written_by]--> The Boss of It All --[has_genre]--> Comedy
Path (Raw):       The Boss of It All --[written_by]--> Lars von Trier --[(INV) written_by]--> The Boss of It All --[has_genre]--> Comedy
Neg LogProb(↓):   0.019118
Path Entropy(↓):  0.120144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote into the sun
Start Entity:     Into the Sun
Gold Answer:      [['Michael Keusch', 'Lauro Chartrand', 'Andrew Davis']]
Predicted Ans:    Michael Keusch
Predicted Path:   Into the Sun --[written_by]--> Steven Seagal --[(INV) written_by]--> Attack Force --[directed_by]--> Michael Keusch
Path (Raw):       Into the Sun --[written_by]--> Steven Seagal --[(INV) written_by]--> Attack Force --[directed_by]--> Michael Keusch
Neg LogProb(↓):   0.347084
Path Entropy(↓):  0.833871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film net worth were in which languages
Start Entity:     Net Worth
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Net Worth --[starred_actors]--> Kevin Conway --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Path (Raw):       Net Worth --[starred_actors]--> Kevin Conway --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of thomas calabro acted films
Start Entity:     Thomas Calabro
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Thomas Calabro --[(INV) starred_actors]--> Chill --[release_year]--> 2007
Path (Raw):       Thomas Calabro --[No Operation]--> Thomas Calabro --[(INV) starred_actors]--> Chill --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by doris pilkington were in which genres
Start Entity:     Doris Pilkington
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Doris Pilkington --[(INV) written_by]--> Rabbit-Proof Fence --[has_genre]--> Drama
Path (Raw):       Doris Pilkington --[No Operation]--> Doris Pilkington --[(INV) written_by]--> Rabbit-Proof Fence --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote another thin man
Start Entity:     Another Thin Man
Gold Answer:      [['Idris Elba', 'James Stewart', 'Gary Cooper', 'Taraji P. Henson', 'Alan Ladd', 'Myrna Loy', 'Kate del Castillo', 'Gladys George', 'Ricardo Cortez', 'Veronica Lake', 'Bette Davis', 'Brian Donlevy', 'Bebe Daniels', 'William Powell', 'Stellan Skarsgård', 'Dudley Digges', 'Dean Stockwell', 'Paul Lukas', 'Doug Hutchison', 'Elissa Landi', 'Samuel L. Jackson', 'Milla Jovovich', 'Humphrey Bogart', 'Sylvia Sidney', 'Keenan Wynn', 'Mary Astor', 'Peter Lorre']]
Predicted Ans:    Peter Lorre
Predicted Path:   Another Thin Man --[written_by]--> Dashiell Hammett --[(INV) written_by]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Path (Raw):       Another Thin Man --[written_by]--> Dashiell Hammett --[(INV) written_by]--> The Maltese Falcon --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   1.385874
Path Entropy(↓):  2.244698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of rembrandt's j'accuse
Start Entity:     Rembrandt's J'Accuse
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Rembrandt's J'Accuse --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Rembrandt's J'Accuse --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.819057
Path Entropy(↓):  4.118234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film home alone 3 were in which genres
Start Entity:     Home Alone 3
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Home Alone 3 --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Path (Raw):       Home Alone 3 --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Neg LogProb(↓):   0.429976
Path Entropy(↓):  1.245910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is los bandoleros in
Start Entity:     Los Bandoleros
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Los Bandoleros --[in_language]--> Spanish --[(INV) in_language]--> Mondays in the Sun --[in_language]--> Spanish
Path (Raw):       Los Bandoleros --[in_language]--> Spanish --[(INV) in_language]--> Mondays in the Sun --[in_language]--> Spanish
Neg LogProb(↓):   1.202941
Path Entropy(↓):  2.024528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for purge
Start Entity:     Purge
Gold Answer:      [['Antti Jokinen']]
Predicted Ans:    Antti Jokinen
Predicted Path:   Purge --[directed_by]--> Antti Jokinen --[(INV) directed_by]--> Purge --[directed_by]--> Antti Jokinen
Path (Raw):       Purge --[directed_by]--> Antti Jokinen --[(INV) directed_by]--> Purge --[directed_by]--> Antti Jokinen
Neg LogProb(↓):   0.248684
Path Entropy(↓):  0.527128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of pan's labyrinth also wrote which films
Start Entity:     Pan's Labyrinth
Gold Answer:      [['Pacific Rim', 'Hellboy', 'Cronos', "Don't Be Afraid of the Dark", "The Devil's Backbone", 'Mimic']]
Predicted Ans:    Cronos
Predicted Path:   Pan's Labyrinth --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos
Path (Raw):       Pan's Labyrinth --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos --[No Operation]--> Cronos
Neg LogProb(↓):   0.029488
Path Entropy(↓):  0.153896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote man - thing
Start Entity:     Man-Thing
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Man-Thing --[written_by]--> Steve Gerber --[(INV) written_by]--> Howard the Duck --[release_year]--> 1986
Path (Raw):       Man-Thing --[written_by]--> Steve Gerber --[(INV) written_by]--> Howard the Duck --[release_year]--> 1986
Neg LogProb(↓):   0.000069
Path Entropy(↓):  0.000727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by john hale
Start Entity:     John Hale
Gold Answer:      [['Charles Jarrott', 'Simon Langton']]
Predicted Ans:    Charles Jarrott
Predicted Path:   John Hale --[(INV) written_by]--> Anne of the Thousand Days --[directed_by]--> Charles Jarrott
Path (Raw):       John Hale --[No Operation]--> John Hale --[(INV) written_by]--> Anne of the Thousand Days --[directed_by]--> Charles Jarrott
Neg LogProb(↓):   0.008802
Path Entropy(↓):  0.056045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by yekaterina rednikova in
Start Entity:     Yekaterina Rednikova
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Yekaterina Rednikova --[(INV) starred_actors]--> The Thief --[has_genre]--> Drama
Path (Raw):       Yekaterina Rednikova --[No Operation]--> Yekaterina Rednikova --[(INV) starred_actors]--> The Thief --[has_genre]--> Drama
Neg LogProb(↓):   1.153488
Path Entropy(↓):  1.351532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of harry langdon starred movies
Start Entity:     Harry Langdon
Gold Answer:      [['1926']]
Predicted Ans:    1926
Predicted Path:   Harry Langdon --[(INV) starred_actors]--> The Strong Man --[release_year]--> 1926
Path (Raw):       Harry Langdon --[No Operation]--> Harry Langdon --[(INV) starred_actors]--> The Strong Man --[release_year]--> 1926
Neg LogProb(↓):   0.000028
Path Entropy(↓):  0.000321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of gentlemen prefer blondes
Start Entity:     Gentlemen Prefer Blondes
Gold Answer:      [['Barbary Coast', 'A Song Is Born', 'Rio Lobo', 'The Outlaw', 'To Have and Have Not', 'The Criminal Code', 'Bringing Up Baby', 'The Big Sky', 'The Road to Glory', 'Monkey Business', 'The Dawn Patrol', 'Rio Bravo', 'Air Force', "Man's Favorite Sport?", 'Red River', 'Scarface', 'Sergeant York', 'His Girl Friday', 'Ball of Fire', 'El Dorado', 'Twentieth Century', 'Only Angels Have Wings', 'Viva Villa!', 'Land of the Pharaohs', 'Red Line 7000', 'Hatari!', 'Come and Get It', 'The Big Sleep', 'The Crowd Roars', 'I Was a Male War Bride']]
Predicted Ans:    Monkey Business
Predicted Path:   Gentlemen Prefer Blondes --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Monkey Business
Path (Raw):       Gentlemen Prefer Blondes --[No Operation]--> Gentlemen Prefer Blondes --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Monkey Business
Neg LogProb(↓):   1.664690
Path Entropy(↓):  2.377811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by mark harmon were in which genres
Start Entity:     Mark Harmon
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Mark Harmon --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Path (Raw):       Mark Harmon --[No Operation]--> Mark Harmon --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Neg LogProb(↓):   0.006822
Path Entropy(↓):  0.044912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie lisztomania
Start Entity:     Lisztomania
Gold Answer:      [['Peter Rodger', 'Ken Russell', 'Carl Gottlieb', 'Paul McCartney', 'John Cleese', 'Pete Townshend', 'Terry Southern', 'Joseph McGrath', 'Peter Sellers']]
Predicted Ans:    Ken Russell
Predicted Path:   Lisztomania --[starred_actors]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[written_by]--> Ken Russell
Path (Raw):       Lisztomania --[starred_actors]--> Roger Daltrey --[(INV) starred_actors]--> Lisztomania --[written_by]--> Ken Russell
Neg LogProb(↓):   0.364587
Path Entropy(↓):  0.615860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film eros were in which languages
Start Entity:     Eros
Gold Answer:      [['French', 'English', 'Italian', 'Russian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Eros --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Il Grido --[in_language]--> Italian
Path (Raw):       Eros --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Il Grido --[in_language]--> Italian
Neg LogProb(↓):   0.399405
Path Entropy(↓):  1.115277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter mark achbar co - wrote movies with who
Start Entity:     Mark Achbar
Gold Answer:      [['Joel Bakan']]
Predicted Ans:    Joel Bakan
Predicted Path:   Mark Achbar --[(INV) written_by]--> The Corporation --[written_by]--> Joel Bakan
Path (Raw):       Mark Achbar --[No Operation]--> Mark Achbar --[(INV) written_by]--> The Corporation --[written_by]--> Joel Bakan
Neg LogProb(↓):   0.100796
Path Entropy(↓):  0.315941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is climates in
Start Entity:     Climates
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Climates --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Climates --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.518208
Path Entropy(↓):  3.966851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did theodore reed direct
Start Entity:     Theodore Reed
Gold Answer:      [['Double or Nothing']]
Predicted Ans:    Double or Nothing
Predicted Path:   Theodore Reed --[(INV) directed_by]--> Double or Nothing --[directed_by]--> Theodore Reed --[(INV) directed_by]--> Double or Nothing
Path (Raw):       Theodore Reed --[(INV) directed_by]--> Double or Nothing --[directed_by]--> Theodore Reed --[(INV) directed_by]--> Double or Nothing
Neg LogProb(↓):   0.000567
Path Entropy(↓):  0.004806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie a sound of thunder were in which languages
Start Entity:     A Sound of Thunder
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   A Sound of Thunder --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[in_language]--> English
Path (Raw):       A Sound of Thunder --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[in_language]--> English
Neg LogProb(↓):   0.034651
Path Entropy(↓):  0.154831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie appointment with danger are written by who
Start Entity:     Appointment with Danger
Gold Answer:      [['David Divine', 'Steve Martin', 'Richard Collins', 'Dashiell Hammett', 'Aleksandr Dulerayn', 'Jamie Bradshaw', 'Jack Schaefer', 'Richard Maibaum', 'Cyril Hume', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Roland Pertwee', 'Max Brand', 'Truman Capote', 'Dwight Taylor', 'Owen Davis', 'Ivan Moffat', 'Francis Ford Coppola', 'Leslie Arliss', 'Doreen Montgomery', 'Eleanor Smith', 'Alec Coppel', 'Harold Robbins', 'Margaret Kennedy', 'Carl Reiner', 'Raymond Chandler', 'Richard Brooks', 'Martin Dibner']]
Predicted Ans:    F. Scott Fitzgerald
Predicted Path:   Appointment with Danger --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[written_by]--> F. Scott Fitzgerald
Path (Raw):       Appointment with Danger --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> The Great Gatsby --[written_by]--> F. Scott Fitzgerald
Neg LogProb(↓):   1.451900
Path Entropy(↓):  1.781199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of tombstone
Start Entity:     Tombstone
Gold Answer:      [['Donald Sutherland', 'Reni Santoni', 'Andrew Robinson', 'Brigitte Nielsen', 'Linda Hamilton', 'Charlie Sheen', 'Sylvester Stallone', 'Peter Weller']]
Predicted Ans:    Peter Weller
Predicted Path:   Tombstone --[directed_by]--> George P. Cosmatos --[(INV) directed_by]--> Of Unknown Origin --[starred_actors]--> Peter Weller
Path (Raw):       Tombstone --[directed_by]--> George P. Cosmatos --[(INV) directed_by]--> Of Unknown Origin --[starred_actors]--> Peter Weller
Neg LogProb(↓):   0.299290
Path Entropy(↓):  0.584997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by wayne conley
Start Entity:     Wayne Conley
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Wayne Conley --[(INV) written_by]--> King's Ransom --[has_genre]--> Comedy
Path (Raw):       Wayne Conley --[No Operation]--> Wayne Conley --[(INV) written_by]--> King's Ransom --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in a christmas carol
Start Entity:     A Christmas Carol
Gold Answer:      [['Jim Carrey']]
Predicted Ans:    Whoopi Goldberg
Predicted Path:   A Christmas Carol --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Theodore Rex --[starred_actors]--> Whoopi Goldberg
Path (Raw):       A Christmas Carol --[starred_actors]--> Whoopi Goldberg --[(INV) starred_actors]--> Theodore Rex --[starred_actors]--> Whoopi Goldberg
Neg LogProb(↓):   0.140212
Path Entropy(↓):  0.503631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of the merchant of four seasons
Start Entity:     The Merchant of Four Seasons
Gold Answer:      [['The American Soldier', 'The Marriage of Maria Braun', 'Beware of a Holy Whore', 'Why Does Herr R. Run Amok?', 'Martha', "Satan's Brew", 'Veronika Voss', 'Katzelmacher', 'Querelle', 'Lola', 'Whity', 'Despair', 'Chinese Roulette', 'Effi Briest', 'The Bitter Tears of Petra von Kant', 'World on a Wire', 'Gods of the Plague', 'Fox and His Friends', 'Lili Marleen']]
Predicted Ans:    Lola
Predicted Path:   The Merchant of Four Seasons --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola
Path (Raw):       The Merchant of Four Seasons --[No Operation]--> The Merchant of Four Seasons --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola
Neg LogProb(↓):   1.361602
Path Entropy(↓):  2.215744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe blow in a few words
Start Entity:     Blow
Gold Answer:      [['cocaine', 'ted demme']]
Predicted Ans:    cocaine
Predicted Path:   Blow --[has_tags]--> cocaine --[(INV) has_tags]--> Blow --[has_tags]--> cocaine
Path (Raw):       Blow --[has_tags]--> cocaine --[(INV) has_tags]--> Blow --[has_tags]--> cocaine
Neg LogProb(↓):   0.001158
Path Entropy(↓):  0.009376
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film state of the union were in which genres
Start Entity:     State of the Union
Gold Answer:      [['Family', 'Music', 'Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Crime
Predicted Path:   State of the Union --[written_by]--> Anthony Veiller --[(INV) written_by]--> The Killers --[has_genre]--> Crime
Path (Raw):       State of the Union --[written_by]--> Anthony Veiller --[(INV) written_by]--> The Killers --[has_genre]--> Crime
Neg LogProb(↓):   0.920978
Path Entropy(↓):  1.365472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share screenwriters with secret window were released in which years
Start Entity:     Secret Window
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1984', '2007', '1998', '2009', '2004', '1982', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1997', '2005', '1991', '1999', '1987', '1986', '1952']]
Predicted Ans:    2003
Predicted Path:   Secret Window --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Path (Raw):       Secret Window --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Neg LogProb(↓):   1.147155
Path Entropy(↓):  2.187679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie tokyo sonata were released in which years
Start Entity:     Tokyo Sonata
Gold Answer:      [['1988', '2001', '2008', '2003', '2005', '1989', '1993', '2006', '1999']]
Predicted Ans:    2008
Predicted Path:   Tokyo Sonata --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Tokyo Sonata --[release_year]--> 2008
Path (Raw):       Tokyo Sonata --[directed_by]--> Kiyoshi Kurosawa --[(INV) directed_by]--> Tokyo Sonata --[release_year]--> 2008
Neg LogProb(↓):   1.010019
Path Entropy(↓):  1.534063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mathieu amalric directed which films
Start Entity:     Mathieu Amalric
Gold Answer:      [['The Blue Room', 'On Tour']]
Predicted Ans:    On Tour
Predicted Path:   Mathieu Amalric --[(INV) directed_by]--> On Tour --[directed_by]--> Mathieu Amalric --[(INV) directed_by]--> On Tour
Path (Raw):       Mathieu Amalric --[(INV) directed_by]--> On Tour --[directed_by]--> Mathieu Amalric --[(INV) directed_by]--> On Tour
Neg LogProb(↓):   0.477666
Path Entropy(↓):  0.730926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of path to war also directed which movies
Start Entity:     Path to War
Gold Answer:      [['Prophecy', 'Ronin', 'All Fall Down', 'The Fixer', 'Year of the Gun', 'The Holcroft Covenant', 'Grand Prix', 'The Manchurian Candidate', 'Dead Bang', 'Seven Days in May', 'The Challenge', 'The Young Savages', 'Birdman of Alcatraz', '52 Pick-Up', 'The Fourth War', 'The Island of Dr. Moreau', 'The Gypsy Moths', 'Reindeer Games', 'The Iceman Cometh', 'The Train', 'Black Sunday', 'I Walk the Line', 'French Connection II', '99 and 44/100% Dead', 'Seconds']]
Predicted Ans:    The Iceman Cometh
Predicted Path:   Path to War --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh
Path (Raw):       Path to War --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[No Operation]--> The Iceman Cometh
Neg LogProb(↓):   1.035580
Path Entropy(↓):  2.365527
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of epidemic starred who
Start Entity:     Epidemic
Gold Answer:      [['Nicole Kidman', 'Lauren Bacall', 'Charlotte Gainsbourg', 'Emily Watson', 'David Morse', 'Catherine Deneuve', 'Willem Dafoe', 'Alexander Skarsgård', 'Udo Kier', 'Barbara Sukowa', 'Maria Callas', 'Bryce Dallas Howard', 'Kirsten Dunst', 'Peter Stormare', 'Björk']]
Predicted Ans:    Maria Callas
Predicted Path:   Epidemic --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[starred_actors]--> Maria Callas
Path (Raw):       Epidemic --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[starred_actors]--> Maria Callas
Neg LogProb(↓):   0.758062
Path Entropy(↓):  0.725171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is money train
Start Entity:     Money Train
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Money Train --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Money Train --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.223436
Path Entropy(↓):  4.349934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by robert nelson jacobs starred which actors
Start Entity:     Robert Nelson Jacobs
Gold Answer:      [['Giulia Boschi', 'Jack Lemmon', 'Dyan Cannon', 'Ben Chaplin', 'François Cluzet', 'Isaach De Bankolé', 'Walter Matthau']]
Predicted Ans:    François Cluzet
Predicted Path:   Robert Nelson Jacobs --[(INV) written_by]--> Chocolat --[starred_actors]--> François Cluzet
Path (Raw):       Robert Nelson Jacobs --[No Operation]--> Robert Nelson Jacobs --[(INV) written_by]--> Chocolat --[starred_actors]--> François Cluzet
Neg LogProb(↓):   0.001523
Path Entropy(↓):  0.012865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to leila
Start Entity:     Leila
Gold Answer:      [['dariush mehrjui', 'iran']]
Predicted Ans:    dariush mehrjui
Predicted Path:   Leila --[has_tags]--> dariush mehrjui --[(INV) has_tags]--> Hamoun --[has_tags]--> dariush mehrjui
Path (Raw):       Leila --[has_tags]--> dariush mehrjui --[(INV) has_tags]--> Hamoun --[has_tags]--> dariush mehrjui
Neg LogProb(↓):   0.000933
Path Entropy(↓):  0.007807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of creature from the haunted sea
Start Entity:     Creature from the Haunted Sea
Gold Answer:      [['1980', '1970', '1959', '2006', '1935', '1967', '1963', '1957', '2004', '1956', '1995', '1971', '2012', '1955', '1962', '1978', '1964', '1966', '1960', '1958']]
Predicted Ans:    1962
Predicted Path:   Creature from the Haunted Sea --[directed_by]--> Roger Corman --[(INV) directed_by]--> Tales of Terror --[release_year]--> 1962
Path (Raw):       Creature from the Haunted Sea --[directed_by]--> Roger Corman --[(INV) directed_by]--> Tales of Terror --[release_year]--> 1962
Neg LogProb(↓):   1.465316
Path Entropy(↓):  2.470417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the criminal code was directed by who
Start Entity:     The Criminal Code
Gold Answer:      [['Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Criminal Code --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Path (Raw):       The Criminal Code --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.561250
Path Entropy(↓):  1.516256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the thief of paris were in which genres
Start Entity:     The Thief of Paris
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Thief of Paris --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Path (Raw):       The Thief of Paris --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Neg LogProb(↓):   0.237767
Path Entropy(↓):  0.819616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of last resort
Start Entity:     Last Resort
Gold Answer:      [['A Room for Romeo Brass', 'Now Is Good', 'The Backwoods', 'My Summer of Love', 'Forty Shades of Blue', 'The Cry of the Owl', 'Blitz', "Dead Man's Shoes", 'Cold Souls', 'Stoned', 'Submarine']]
Predicted Ans:    A Room for Romeo Brass
Predicted Path:   Last Resort --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass
Path (Raw):       Last Resort --[starred_actors]--> Paddy Considine --[No Operation]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass
Neg LogProb(↓):   0.068684
Path Entropy(↓):  0.318498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with freaked
Start Entity:     Freaked
Gold Answer:      [['Downloaded', 'Fever']]
Predicted Ans:    Fever
Predicted Path:   Freaked --[written_by]--> Alex Winter --[(INV) written_by]--> Fever
Path (Raw):       Freaked --[written_by]--> Alex Winter --[(INV) written_by]--> Fever --[No Operation]--> Fever
Neg LogProb(↓):   0.006472
Path Entropy(↓):  0.046071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is my favorite season in
Start Entity:     My Favorite Season
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   My Favorite Season --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       My Favorite Season --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.305202
Path Entropy(↓):  4.537988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by stephen prentice were released in which years
Start Entity:     Stephen Prentice
Gold Answer:      [['1960', '2009']]
Predicted Ans:    1960
Predicted Path:   Stephen Prentice --[(INV) written_by]--> Tormented --[release_year]--> 1960
Path (Raw):       Stephen Prentice --[No Operation]--> Stephen Prentice --[(INV) written_by]--> Tormented --[release_year]--> 1960
Neg LogProb(↓):   0.098430
Path Entropy(↓):  0.311113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by herbert baker were directed by who
Start Entity:     Herbert Baker
Gold Answer:      [['Ken Hughes', 'Frank Tashlin', 'Sidney Sheldon', 'Hal Kanter']]
Predicted Ans:    Frank Tashlin
Predicted Path:   Herbert Baker --[(INV) written_by]--> The Girl Can't Help It --[directed_by]--> Frank Tashlin
Path (Raw):       Herbert Baker --[No Operation]--> Herbert Baker --[(INV) written_by]--> The Girl Can't Help It --[directed_by]--> Frank Tashlin
Neg LogProb(↓):   0.005140
Path Entropy(↓):  0.032360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of protocol
Start Entity:     Protocol
Gold Answer:      [['Peter Bogdanovich', 'Gus Van Sant', 'Mike Nichols', 'Christian Marquand', 'Neil Armfield', 'Buck Henry']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Protocol --[written_by]--> Buck Henry --[(INV) written_by]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Path (Raw):       Protocol --[written_by]--> Buck Henry --[(INV) written_by]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.014042
Path Entropy(↓):  0.092531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of against all odds
Start Entity:     Against All Odds
Gold Answer:      [['Music', 'Sport', 'Drama', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Against All Odds --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[has_genre]--> Drama
Path (Raw):       Against All Odds --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[has_genre]--> Drama
Neg LogProb(↓):   0.146247
Path Entropy(↓):  0.488303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of panther
Start Entity:     Panther
Gold Answer:      [['Mario Van Peebles', 'Melvin Van Peebles']]
Predicted Ans:    Melvin Van Peebles
Predicted Path:   Panther --[written_by]--> Melvin Van Peebles --[(INV) written_by]--> Sweet Sweetback's Baadasssss Song --[directed_by]--> Melvin Van Peebles
Path (Raw):       Panther --[written_by]--> Melvin Van Peebles --[(INV) written_by]--> Sweet Sweetback's Baadasssss Song --[directed_by]--> Melvin Van Peebles
Neg LogProb(↓):   0.000514
Path Entropy(↓):  0.004409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie mona lisa
Start Entity:     Mona Lisa
Gold Answer:      [['Neil Jordan', 'David Leland']]
Predicted Ans:    David Leland
Predicted Path:   Mona Lisa --[written_by]--> David Leland --[(INV) written_by]--> Mona Lisa --[written_by]--> David Leland
Path (Raw):       Mona Lisa --[written_by]--> David Leland --[(INV) written_by]--> Mona Lisa --[written_by]--> David Leland
Neg LogProb(↓):   0.517134
Path Entropy(↓):  0.981236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the true confession director
Start Entity:     True Confession
Gold Answer:      [['W. Somerset Maugham', 'Howard Estabrook', 'Edmund Goulding', 'Edna Ferber', 'Claude Binyon', 'Elisabeth Sanxay Holding', 'Dalton Trumbo', 'Marion Hargrove', 'Benjamin Glazer', 'Mae West', 'Cornell Woolrich']]
Predicted Ans:    Claude Binyon
Predicted Path:   True Confession --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[written_by]--> Claude Binyon
Path (Raw):       True Confession --[directed_by]--> Wesley Ruggles --[(INV) directed_by]--> The Gilded Lily --[written_by]--> Claude Binyon
Neg LogProb(↓):   0.307630
Path Entropy(↓):  0.853344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by theodore melfi were released in which years
Start Entity:     Theodore Melfi
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Theodore Melfi --[(INV) written_by]--> St. Vincent --[release_year]--> 2014
Path (Raw):       Theodore Melfi --[No Operation]--> Theodore Melfi --[(INV) written_by]--> St. Vincent --[release_year]--> 2014
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed chinese puzzle
Start Entity:     Chinese Puzzle
Gold Answer:      [['2008', '1996', '2005']]
Predicted Ans:    1996
Predicted Path:   Chinese Puzzle --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> Family Resemblances --[release_year]--> 1996
Path (Raw):       Chinese Puzzle --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> Family Resemblances --[release_year]--> 1996
Neg LogProb(↓):   0.231383
Path Entropy(↓):  0.640662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the stars look down
Start Entity:     The Stars Look Down
Gold Answer:      [['Margaret Lockwood', 'Michael Redgrave']]
Predicted Ans:    Margaret Lockwood
Predicted Path:   The Stars Look Down --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich --[starred_actors]--> Margaret Lockwood
Path (Raw):       The Stars Look Down --[starred_actors]--> Margaret Lockwood --[(INV) starred_actors]--> Night Train to Munich --[starred_actors]--> Margaret Lockwood
Neg LogProb(↓):   0.016363
Path Entropy(↓):  0.095427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is el dorado
Start Entity:     El Dorado
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   El Dorado --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       El Dorado --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.156225
Path Entropy(↓):  2.666989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about christian slater
Start Entity:     christian slater
Gold Answer:      [['Murder in the First', '3000 Miles to Graceland', 'True Romance', 'Gleaming the Cube', 'Pump Up the Volume', 'Heathers', 'The Contender', 'Untamed Heart', 'The Name of the Rose', 'Broken Arrow', 'Julian Po', 'He Was a Quiet Man']]
Predicted Ans:    Gleaming the Cube
Predicted Path:   christian slater --[(INV) has_tags]--> Gleaming the Cube --[has_tags]--> christian slater --[(INV) has_tags]--> Gleaming the Cube
Path (Raw):       christian slater --[(INV) has_tags]--> Gleaming the Cube --[has_tags]--> christian slater --[(INV) has_tags]--> Gleaming the Cube
Neg LogProb(↓):   0.256957
Path Entropy(↓):  0.725129
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the left - hand side of the fridge
Start Entity:     The Left-Hand Side of the Fridge
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Left-Hand Side of the Fridge --[written_by]--> Philippe Falardeau --[(INV) written_by]--> Monsieur Lazhar --[in_language]--> French
Path (Raw):       The Left-Hand Side of the Fridge --[written_by]--> Philippe Falardeau --[(INV) written_by]--> Monsieur Lazhar --[in_language]--> French
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe needful things
Start Entity:     Needful Things
Gold Answer:      [['stephen king']]
Predicted Ans:    stephen king
Predicted Path:   Needful Things --[has_tags]--> stephen king --[(INV) has_tags]--> Firestarter --[has_tags]--> stephen king
Path (Raw):       Needful Things --[has_tags]--> stephen king --[(INV) has_tags]--> Firestarter --[has_tags]--> stephen king
Neg LogProb(↓):   0.229976
Path Entropy(↓):  0.535945
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with a kid for two farthings fall under
Start Entity:     A Kid for Two Farthings
Gold Answer:      [['Drama', 'War', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   A Kid for Two Farthings --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[has_genre]--> Thriller
Path (Raw):       A Kid for Two Farthings --[directed_by]--> Carol Reed --[(INV) directed_by]--> Night Train to Munich --[has_genre]--> Thriller
Neg LogProb(↓):   0.770355
Path Entropy(↓):  1.135346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie catch - 22 in
Start Entity:     Catch-22
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Catch-22 --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Catch-22 --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.487604
Path Entropy(↓):  2.664059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie more about the children of noisy village
Start Entity:     More About the Children of Noisy Village
Gold Answer:      [['Astrid Lindgren']]
Predicted Ans:    Astrid Lindgren
Predicted Path:   More About the Children of Noisy Village --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The New Adventures of Pippi Longstocking --[written_by]--> Astrid Lindgren
Path (Raw):       More About the Children of Noisy Village --[written_by]--> Astrid Lindgren --[(INV) written_by]--> The New Adventures of Pippi Longstocking --[written_by]--> Astrid Lindgren
Neg LogProb(↓):   0.019826
Path Entropy(↓):  0.115436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of one man up
Start Entity:     One Man Up
Gold Answer:      [['The Consequences of Love', 'The Great Beauty', 'This Must Be the Place', 'The Family Friend']]
Predicted Ans:    One Man Up
Predicted Path:   One Man Up --[written_by]--> Paolo Sorrentino --[(INV) written_by]--> One Man Up
Path (Raw):       One Man Up --[No Operation]--> One Man Up --[written_by]--> Paolo Sorrentino --[(INV) written_by]--> One Man Up
Neg LogProb(↓):   0.771233
Path Entropy(↓):  1.306575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is a movie written by karzan kader
Start Entity:     Karzan Kader
Gold Answer:      [['Bekas']]
Predicted Ans:    Bekas
Predicted Path:   Karzan Kader --[(INV) written_by]--> Bekas --[written_by]--> Karzan Kader --[(INV) written_by]--> Bekas
Path (Raw):       Karzan Kader --[(INV) written_by]--> Bekas --[written_by]--> Karzan Kader --[(INV) written_by]--> Bekas
Neg LogProb(↓):   0.009424
Path Entropy(↓):  0.053223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of doom
Start Entity:     Doom
Gold Answer:      [['True Believer', 'Return to Paradise', 'The Saint', 'The Loft', 'Final Analysis', 'A Nightmare on Elm Street', 'Wolf', 'The Glass House']]
Predicted Ans:    Doom
Predicted Path:   Doom --[written_by]--> Wesley Strick --[(INV) written_by]--> Doom
Path (Raw):       Doom --[No Operation]--> Doom --[written_by]--> Wesley Strick --[(INV) written_by]--> Doom
Neg LogProb(↓):   0.865291
Path Entropy(↓):  1.337814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same screenwriter of from paris with love
Start Entity:     From Paris with Love
Gold Answer:      [['Subway', 'Kiss of the Dragon', 'The Family', 'Arthur and the Invisibles', 'Angel-A', 'Unleashed', 'The Big Blue', 'The Transporter', 'Taxi', 'Lockout', 'Lucy', 'Point of No Return', 'The Extraordinary Adventures of Adèle Blanc-Sec', 'Transporter 2', '3 Days to Kill', 'The Fifth Element', 'Bandidas', 'Taxi 2', 'Taken 3', 'La Femme Nikita', 'Wasabi', 'Colombiana', 'Taken', 'Brick Mansions']]
Predicted Ans:    The Fifth Element
Predicted Path:   From Paris with Love --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element
Path (Raw):       From Paris with Love --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[No Operation]--> The Fifth Element
Neg LogProb(↓):   1.226707
Path Entropy(↓):  2.261265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter robert gordon co - wrote films with who
Start Entity:     Robert Gordon
Gold Answer:      [['David Howard', 'Daniel Handler']]
Predicted Ans:    Robert Gordon
Predicted Path:   Robert Gordon --[(INV) written_by]--> Galaxy Quest --[written_by]--> Robert Gordon
Path (Raw):       Robert Gordon --[No Operation]--> Robert Gordon --[(INV) written_by]--> Galaxy Quest --[written_by]--> Robert Gordon
Neg LogProb(↓):   0.011700
Path Entropy(↓):  0.064709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share actors with the shepherd of the hills fall under
Start Entity:     The Shepherd of the Hills
Gold Answer:      [['Romance', 'Music', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Shepherd of the Hills --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[has_genre]--> Western
Path (Raw):       The Shepherd of the Hills --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache --[has_genre]--> Western
Neg LogProb(↓):   1.805338
Path Entropy(↓):  3.314531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film touchback
Start Entity:     Touchback
Gold Answer:      [['Don Handfield']]
Predicted Ans:    Don Handfield
Predicted Path:   Touchback --[written_by]--> Don Handfield --[(INV) written_by]--> Touchback --[written_by]--> Don Handfield
Path (Raw):       Touchback --[written_by]--> Don Handfield --[(INV) written_by]--> Touchback --[written_by]--> Don Handfield
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of avalanche
Start Entity:     Avalanche
Gold Answer:      [['Zelig', 'All That Heaven Allows', 'Vigilante', 'Gun Fury', 'Alligator', 'The Black Hole', 'A Gathering of Eagles', 'The Last Unicorn', 'September', "Rosemary's Baby", 'Secret Ceremony', 'The Secret Life of Zoey', 'Ice Station Zebra', 'The Undefeated', "A Midsummer Night's Sex Comedy", 'Pretty Maids All in a Row', 'See No Evil', 'Magnificent Obsession', 'Lakeboat', 'New York Stories', 'Supernova', "Man's Favorite Sport?", 'Strange Bedfellows', 'Tobruk', 'Darling Lili', 'Husbands and Wives', 'A Wedding', 'The Lawless Breed', 'Pillow Talk', 'Giant', 'Something of Value', 'Come September', 'The Great Gatsby', 'Diamond Men', 'Alice', 'Battle Hymn', 'Hannah and Her Sisters', 'Jackie Brown', "Widows' Peak", 'Written on the Wind', 'Lover Come Back', 'The Last Sunset', 'A Fine Pair', 'Be Kind Rewind', 'Send Me No Flowers', 'Seconds', 'Miami Rhapsody', 'Bend of the River', 'Medium Cool']]
Predicted Ans:    September
Predicted Path:   Avalanche --[starred_actors]--> Mia Farrow --[(INV) starred_actors]--> September
Path (Raw):       Avalanche --[starred_actors]--> Mia Farrow --[No Operation]--> Mia Farrow --[(INV) starred_actors]--> September
Neg LogProb(↓):   0.824833
Path Entropy(↓):  1.842730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by kikujiro actors release
Start Entity:     Kikujiro
Gold Answer:      [['2000', '2009', '2008', '1990', '2005', '1989', '1993', '2004', '2010', '1973', '2012', '2007']]
Predicted Ans:    2010
Predicted Path:   Kikujiro --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage --[release_year]--> 2010
Path (Raw):       Kikujiro --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage --[release_year]--> 2010
Neg LogProb(↓):   1.327739
Path Entropy(↓):  2.033281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of margo prey starred movies
Start Entity:     Margo Prey
Gold Answer:      [['Claudio Fragasso']]
Predicted Ans:    Claudio Fragasso
Predicted Path:   Margo Prey --[(INV) starred_actors]--> Troll 2 --[directed_by]--> Claudio Fragasso
Path (Raw):       Margo Prey --[No Operation]--> Margo Prey --[(INV) starred_actors]--> Troll 2 --[directed_by]--> Claudio Fragasso
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of scream of stone
Start Entity:     Scream of Stone
Gold Answer:      [['Sport', 'Documentary', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Documentary
Predicted Path:   Scream of Stone --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Path (Raw):       Scream of Stone --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Land of Silence and Darkness --[has_genre]--> Documentary
Neg LogProb(↓):   1.648732
Path Entropy(↓):  2.181602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in buffalo bill and the indians, or sitting bull's history lesson
Start Entity:     Buffalo Bill and the Indians, or Sitting Bull's History Lesson
Gold Answer:      [['Joel Grey', 'Paul Newman', 'Harvey Keitel']]
Predicted Ans:    Harvey Keitel
Predicted Path:   Buffalo Bill and the Indians, or Sitting Bull's History Lesson --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Timing --[starred_actors]--> Harvey Keitel
Path (Raw):       Buffalo Bill and the Indians, or Sitting Bull's History Lesson --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Bad Timing --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.213651
Path Entropy(↓):  0.681207
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter richard robinson
Start Entity:     Richard Robinson
Gold Answer:      [['Woody Strode', 'William Shatner', 'Lieux Dressler', 'Tiffany Bolling']]
Predicted Ans:    William Shatner
Predicted Path:   Richard Robinson --[(INV) written_by]--> Kingdom of the Spiders --[starred_actors]--> William Shatner
Path (Raw):       Richard Robinson --[No Operation]--> Richard Robinson --[(INV) written_by]--> Kingdom of the Spiders --[starred_actors]--> William Shatner
Neg LogProb(↓):   0.000057
Path Entropy(↓):  0.000651
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film cold in july
Start Entity:     Cold in July
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'George Cukor', 'Ron Shelton', 'Franco Zeffirelli', 'Dennis Hopper', 'Simon Wincer', 'Griffin Dunne', 'Robert Altman', 'Michael Apted', 'Mateo Gil', 'Kenneth Branagh', 'Don Roos', 'Grigori Kozintsev', 'John Frankenheimer', 'Rob Cohen', 'Laurence Olivier', 'Michael Haussman', 'Robert Allan Ackerman', 'Richard Pearce', 'Luis Mandoki', 'Stuart Gillard', 'Sidney Lumet', 'Tony Richardson', 'Daniel Petrie', 'Diablo Cody', 'Mary Agnes Donoghue', 'Terrence Malick', 'Volker Schlöndorff', 'Nick Cassavetes']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Cold in July --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       Cold in July --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.563909
Path Entropy(↓):  1.469114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by larry l. king
Start Entity:     Larry L. King
Gold Answer:      [['Colin Higgins']]
Predicted Ans:    Colin Higgins
Predicted Path:   Larry L. King --[(INV) written_by]--> The Best Little Whorehouse in Texas --[directed_by]--> Colin Higgins
Path (Raw):       Larry L. King --[No Operation]--> Larry L. King --[(INV) written_by]--> The Best Little Whorehouse in Texas --[directed_by]--> Colin Higgins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by tony goldwyn
Start Entity:     Tony Goldwyn
Gold Answer:      [['Zach Braff', 'Casey Affleck', 'Hilary Swank', 'Jacinda Barrett', 'Sam Rockwell', 'Rachel Bilson']]
Predicted Ans:    Glenn Close
Predicted Path:   Tony Goldwyn --[(INV) starred_actors]--> Tarzan --[starred_actors]--> Glenn Close
Path (Raw):       Tony Goldwyn --[No Operation]--> Tony Goldwyn --[(INV) starred_actors]--> Tarzan --[starred_actors]--> Glenn Close
Neg LogProb(↓):   0.337009
Path Entropy(↓):  1.060367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of zandalee
Start Entity:     Zandalee
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Zandalee --[release_year]--> 1991 --[(INV) release_year]--> Delusion --[release_year]--> 1991
Path (Raw):       Zandalee --[release_year]--> 1991 --[(INV) release_year]--> Delusion --[release_year]--> 1991
Neg LogProb(↓):   2.872885
Path Entropy(↓):  4.090741
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the good girl
Start Entity:     The Good Girl
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Good Girl --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[has_genre]--> Comedy
Path (Raw):       The Good Girl --[directed_by]--> Miguel Arteta --[(INV) directed_by]--> Alexander and the Terrible, Horrible, No Good, Very Bad Day --[has_genre]--> Comedy
Neg LogProb(↓):   0.117845
Path Entropy(↓):  0.424669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bright days ahead were in which languages
Start Entity:     Bright Days Ahead
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bright Days Ahead --[starred_actors]--> Fanny Ardant --[(INV) starred_actors]--> Nathalie... --[in_language]--> French
Path (Raw):       Bright Days Ahead --[starred_actors]--> Fanny Ardant --[(INV) starred_actors]--> Nathalie... --[in_language]--> French
Neg LogProb(↓):   0.014320
Path Entropy(↓):  0.074856
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for catch - 22
Start Entity:     Catch-22
Gold Answer:      [['Mike Nichols']]
Predicted Ans:    Mike Nichols
Predicted Path:   Catch-22 --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[directed_by]--> Mike Nichols
Path (Raw):       Catch-22 --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[directed_by]--> Mike Nichols
Neg LogProb(↓):   1.035772
Path Entropy(↓):  1.985185
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jodie foster were in which genres
Start Entity:     Jodie Foster
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Jodie Foster --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Path (Raw):       Jodie Foster --[No Operation]--> Jodie Foster --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Neg LogProb(↓):   1.090296
Path Entropy(↓):  1.981505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rainie yang is a co - star of who
Start Entity:     Rainie Yang
Gold Answer:      [['Isabella Leong']]
Predicted Ans:    Rainie Yang
Predicted Path:   Rainie Yang --[(INV) starred_actors]--> Spider Lilies --[starred_actors]--> Rainie Yang
Path (Raw):       Rainie Yang --[No Operation]--> Rainie Yang --[(INV) starred_actors]--> Spider Lilies --[starred_actors]--> Rainie Yang
Neg LogProb(↓):   0.009047
Path Entropy(↓):  0.051386
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same actor of white man's burden
Start Entity:     White Man's Burden
Gold Answer:      [['Carmen Jones', 'Get Shorty', 'Staying Alive', 'Pulp Fiction', 'Killing Season', 'The World, the Flesh and the Devil', 'Mad City', 'Urban Cowboy', 'Bolt', 'Grease', 'Moment by Moment', "The General's Daughter", 'A Civil Action', 'Be Cool', 'Broken Arrow', 'Blow Out', 'Domestic Disturbance', 'Battlefield Earth', "Look Who's Talking Too", 'Uptown Saturday Night', "Look Who's Talking", 'From Paris with Love', 'Ladder 49', 'Michael', 'Two of a Kind', 'Swordfish', 'Basic', 'Eyes of an Angel', 'Wild Hogs', 'Phenomenon', 'Shout', 'Kansas City', 'Old Dogs', 'Buck and the Preacher', 'Face/Off', 'The Angel Levine', "Look Who's Talking Now", 'Odds Against Tomorrow', 'The Experts', 'Saturday Night Fever', 'Primary Colors', "She's So Lovely"]]
Predicted Ans:    Primary Colors
Predicted Path:   White Man's Burden --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Primary Colors
Path (Raw):       White Man's Burden --[starred_actors]--> John Travolta --[No Operation]--> John Travolta --[(INV) starred_actors]--> Primary Colors
Neg LogProb(↓):   1.686516
Path Entropy(↓):  2.300832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with chinese roulette in
Start Entity:     Chinese Roulette
Gold Answer:      [['French', 'German']]
Predicted Ans:    German
Predicted Path:   Chinese Roulette --[starred_actors]--> Margit Carstensen --[(INV) starred_actors]--> Martha --[in_language]--> German
Path (Raw):       Chinese Roulette --[starred_actors]--> Margit Carstensen --[(INV) starred_actors]--> Martha --[in_language]--> German
Neg LogProb(↓):   0.010057
Path Entropy(↓):  0.059605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of the silver brumby
Start Entity:     The Silver Brumby
Gold Answer:      [['Zone 39']]
Predicted Ans:    The Silver Brumby
Predicted Path:   The Silver Brumby --[directed_by]--> John Tatoulis --[(INV) directed_by]--> The Silver Brumby
Path (Raw):       The Silver Brumby --[No Operation]--> The Silver Brumby --[directed_by]--> John Tatoulis --[(INV) directed_by]--> The Silver Brumby
Neg LogProb(↓):   0.540072
Path Entropy(↓):  0.910973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by karin viard
Start Entity:     Karin Viard
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Karin Viard --[(INV) starred_actors]--> Potiche --[has_genre]--> Comedy
Path (Raw):       Karin Viard --[No Operation]--> Karin Viard --[(INV) starred_actors]--> Potiche --[has_genre]--> Comedy
Neg LogProb(↓):   0.005819
Path Entropy(↓):  0.035675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of oscar kennedy acted films
Start Entity:     Oscar Kennedy
Gold Answer:      [['Nigel Slater']]
Predicted Ans:    Nigel Slater
Predicted Path:   Oscar Kennedy --[(INV) starred_actors]--> Toast --[written_by]--> Nigel Slater
Path (Raw):       Oscar Kennedy --[No Operation]--> Oscar Kennedy --[(INV) starred_actors]--> Toast --[written_by]--> Nigel Slater
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by robert guillaume in
Start Entity:     Robert Guillaume
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Guillaume --[(INV) starred_actors]--> The Meteor Man --[has_genre]--> Comedy
Path (Raw):       Robert Guillaume --[No Operation]--> Robert Guillaume --[(INV) starred_actors]--> The Meteor Man --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film sunlight jr. were released in which years
Start Entity:     Sunlight Jr.
Gold Answer:      [['1980', '2003', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2009', '1933', '2010', '2004', '1982', '2014', '1994', '1983', '1995', '1976', '2001', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '1997', '2005', '1987']]
Predicted Ans:    1976
Predicted Path:   Sunlight Jr. --[starred_actors]--> Naomi Watts --[(INV) starred_actors]--> King Kong --[release_year]--> 1976
Path (Raw):       Sunlight Jr. --[starred_actors]--> Naomi Watts --[(INV) starred_actors]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   1.457332
Path Entropy(↓):  2.670650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by stig frode henriksen
Start Entity:     Stig Frode Henriksen
Gold Answer:      [['Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Stig Frode Henriksen --[(INV) written_by]--> Dead Snow --[in_language]--> Norwegian
Path (Raw):       Stig Frode Henriksen --[No Operation]--> Stig Frode Henriksen --[(INV) written_by]--> Dead Snow --[in_language]--> Norwegian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote skyfall
Start Entity:     Skyfall
Gold Answer:      [['2008', '2003', '2005', '2004', '2006', '1985', '1999', '1967', '2011']]
Predicted Ans:    1999
Predicted Path:   Skyfall --[written_by]--> Robert Wade --[(INV) written_by]--> The World Is Not Enough --[release_year]--> 1999
Path (Raw):       Skyfall --[written_by]--> Robert Wade --[(INV) written_by]--> The World Is Not Enough --[release_year]--> 1999
Neg LogProb(↓):   0.668594
Path Entropy(↓):  1.309725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was sherman alexie a writer on
Start Entity:     Sherman Alexie
Gold Answer:      [['Smoke Signals', 'The Business of Fancydancing']]
Predicted Ans:    The Business of Fancydancing
Predicted Path:   Sherman Alexie --[(INV) written_by]--> The Business of Fancydancing --[written_by]--> Sherman Alexie --[(INV) written_by]--> The Business of Fancydancing
Path (Raw):       Sherman Alexie --[(INV) written_by]--> The Business of Fancydancing --[written_by]--> Sherman Alexie --[(INV) written_by]--> The Business of Fancydancing
Neg LogProb(↓):   0.000848
Path Entropy(↓):  0.007787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in sense and sensibility
Start Entity:     Sense and Sensibility
Gold Answer:      [['Biography', 'Drama', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Sense and Sensibility --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Path (Raw):       Sense and Sensibility --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Neg LogProb(↓):   0.899254
Path Entropy(↓):  1.657498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by dostoyevsky
Start Entity:     dostoyevsky
Gold Answer:      [['The Double', 'The Gambler']]
Predicted Ans:    The Double
Predicted Path:   dostoyevsky --[(INV) has_tags]--> The Double --[has_tags]--> richard ayoade --[(INV) has_tags]--> The Double
Path (Raw):       dostoyevsky --[(INV) has_tags]--> The Double --[has_tags]--> richard ayoade --[(INV) has_tags]--> The Double
Neg LogProb(↓):   0.000547
Path Entropy(↓):  0.004657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by neville brand released
Start Entity:     Neville Brand
Gold Answer:      [['1954', '1952', '1977']]
Predicted Ans:    1977
Predicted Path:   Neville Brand --[(INV) starred_actors]--> Eaten Alive --[release_year]--> 1977
Path (Raw):       Neville Brand --[No Operation]--> Neville Brand --[(INV) starred_actors]--> Eaten Alive --[release_year]--> 1977
Neg LogProb(↓):   0.098265
Path Entropy(↓):  0.352882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by alfred hayes were released in which years
Start Entity:     Alfred Hayes
Gold Answer:      [['1957', '1955', '1952']]
Predicted Ans:    1952
Predicted Path:   Alfred Hayes --[(INV) written_by]--> Clash by Night --[release_year]--> 1952
Path (Raw):       Alfred Hayes --[No Operation]--> Alfred Hayes --[(INV) written_by]--> Clash by Night --[release_year]--> 1952
Neg LogProb(↓):   0.246608
Path Entropy(↓):  0.527450
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of chimpanzee
Start Entity:     Chimpanzee
Gold Answer:      [['James Earl Jones', 'Carmelo Gómez', 'Emma Suárez', 'Patrick Stewart']]
Predicted Ans:    Emma Suárez
Predicted Path:   Chimpanzee --[written_by]--> Mark Linfield --[(INV) written_by]--> Earth --[starred_actors]--> Emma Suárez
Path (Raw):       Chimpanzee --[written_by]--> Mark Linfield --[(INV) written_by]--> Earth --[starred_actors]--> Emma Suárez
Neg LogProb(↓):   1.214244
Path Entropy(↓):  1.552762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the backyard were directed by who
Start Entity:     The Backyard
Gold Answer:      [['Paul Hough']]
Predicted Ans:    Paul Hough
Predicted Path:   The Backyard --[written_by]--> Paul Hough --[(INV) written_by]--> The Human Race --[directed_by]--> Paul Hough
Path (Raw):       The Backyard --[written_by]--> Paul Hough --[(INV) written_by]--> The Human Race --[directed_by]--> Paul Hough
Neg LogProb(↓):   0.001336
Path Entropy(↓):  0.010875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did bam margera act in
Start Entity:     Bam Margera
Gold Answer:      [['Jackass Number Two']]
Predicted Ans:    Father of Invention
Predicted Path:   Bam Margera --[(INV) starred_actors]--> Jackass Number Two --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention
Path (Raw):       Bam Margera --[(INV) starred_actors]--> Jackass Number Two --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention
Neg LogProb(↓):   0.013273
Path Entropy(↓):  0.080166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe the movie loose cannons in a few words
Start Entity:     Loose Cannons
Gold Answer:      [['richard matheson', 'gene hackman']]
Predicted Ans:    gene hackman
Predicted Path:   Loose Cannons --[has_tags]--> gene hackman --[(INV) has_tags]--> The Chamber --[has_tags]--> gene hackman
Path (Raw):       Loose Cannons --[has_tags]--> gene hackman --[(INV) has_tags]--> The Chamber --[has_tags]--> gene hackman
Neg LogProb(↓):   0.001332
Path Entropy(↓):  0.010818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in serge bourguignon directed films
Start Entity:     Serge Bourguignon
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Serge Bourguignon --[(INV) directed_by]--> Sundays and Cybele --[in_language]--> French
Path (Raw):       Serge Bourguignon --[No Operation]--> Serge Bourguignon --[(INV) directed_by]--> Sundays and Cybele --[in_language]--> French
Neg LogProb(↓):   0.541458
Path Entropy(↓):  0.679672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with betty white
Start Entity:     betty white
Gold Answer:      [['The Proposal', 'You Again']]
Predicted Ans:    You Again
Predicted Path:   betty white --[(INV) has_tags]--> You Again --[has_tags]--> betty white --[(INV) has_tags]--> You Again
Path (Raw):       betty white --[(INV) has_tags]--> You Again --[has_tags]--> betty white --[(INV) has_tags]--> You Again
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the crime of monsieur lange
Start Entity:     The Crime of Monsieur Lange
Gold Answer:      [['La Chienne', 'French Cancan', 'Elena and Her Men', 'Picnic on the Grass', 'La Marseillaise', 'The Woman on the Beach', 'Toni', 'The Southerner', 'La Grande Illusion', 'The River', 'La Bête Humaine', 'The Lower Depths', 'The Rules of the Game', 'The Golden Coach']]
Predicted Ans:    French Cancan
Predicted Path:   The Crime of Monsieur Lange --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan
Path (Raw):       The Crime of Monsieur Lange --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[No Operation]--> French Cancan
Neg LogProb(↓):   0.380657
Path Entropy(↓):  1.158341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with jan sterling
Start Entity:     Jan Sterling
Gold Answer:      [['Alexis Smith', 'Stephen McNally', 'Michael Redgrave', 'Robert Mitchum', 'Henry Hull', 'Keith Andes', "Edmond O'Brien", 'Rutger Hauer', 'Kim Cattrall']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Jan Sterling --[(INV) starred_actors]--> Man with the Gun --[starred_actors]--> Robert Mitchum
Path (Raw):       Jan Sterling --[No Operation]--> Jan Sterling --[(INV) starred_actors]--> Man with the Gun --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films can be described by kim cattrall
Start Entity:     kim cattrall
Gold Answer:      [['The Ghost Writer', 'Split Second', 'Sex and the City', 'Police Academy', 'Big Trouble in Little China']]
Predicted Ans:    Big Trouble in Little China
Predicted Path:   kim cattrall --[(INV) has_tags]--> Big Trouble in Little China --[has_tags]--> kim cattrall --[(INV) has_tags]--> Big Trouble in Little China
Path (Raw):       kim cattrall --[(INV) has_tags]--> Big Trouble in Little China --[has_tags]--> kim cattrall --[(INV) has_tags]--> Big Trouble in Little China
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by martin brest
Start Entity:     Martin Brest
Gold Answer:      [['Charles Hallahan', 'Judge Reinhold', 'Anthony Hopkins', 'Robert De Niro', 'Claire Forlani', 'Eddie Murphy', 'Charles Grodin', "Chris O'Donnell", 'Ben Affleck', 'George Burns', 'Vittorio Gassman', 'Art Carney', 'John Ashton', 'Lisa Eilbacher', 'Brad Pitt', 'James Rebhorn', 'Al Pacino', 'Yaphet Kotto', 'Gabrielle Anwar', 'Lee Strasberg']]
Predicted Ans:    Gabrielle Anwar
Predicted Path:   Martin Brest --[(INV) directed_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Path (Raw):       Martin Brest --[No Operation]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Neg LogProb(↓):   0.131097
Path Entropy(↓):  0.479061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by joseph santley
Start Entity:     Joseph Santley
Gold Answer:      [['Morrie Ryskind', 'George S. Kaufman']]
Predicted Ans:    George S. Kaufman
Predicted Path:   Joseph Santley --[(INV) directed_by]--> The Cocoanuts --[written_by]--> George S. Kaufman
Path (Raw):       Joseph Santley --[No Operation]--> Joseph Santley --[(INV) directed_by]--> The Cocoanuts --[written_by]--> George S. Kaufman
Neg LogProb(↓):   0.439958
Path Entropy(↓):  0.651051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the omega man
Start Entity:     The Omega Man
Gold Answer:      [['Ben-Hur', 'The Ten Commandments', 'Khartoum', 'Soylent Green', 'Two-Minute Warning', 'Earthquake', 'The Wreck of the Mary Deare', '55 Days at Peking', 'Treasure Island', 'The Hawaiians', 'Ruby Gentry', 'Airport 1975', 'Skyjacked', 'Will Penny', 'The Naked Jungle', 'The War Lord', 'The Awakening', 'The Far Horizons', 'Touch of Evil', "The President's Lady", 'The Agony and the Ecstasy', 'The Call of the Wild', 'Planet of the Apes', 'Dark City', 'El Cid', 'The Mountain Men', 'The Last Hard Men', 'Solar Crisis', 'The Greatest Show on Earth', 'Arrowhead', 'Gray Lady Down', 'The Big Country', 'Major Dundee', 'Mother Lode', 'Midway', 'The Private War of Major Benson']]
Predicted Ans:    Planet of the Apes
Predicted Path:   The Omega Man --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Path (Raw):       The Omega Man --[starred_actors]--> Charlton Heston --[No Operation]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Neg LogProb(↓):   0.021749
Path Entropy(↓):  0.155980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by peter laird
Start Entity:     Peter Laird
Gold Answer:      [['Chris Evans', 'Alan Ritchson', 'Sarah Michelle Gellar', 'Mako', 'Will Arnett', 'Megan Fox', 'Kevin Smith', 'William Fichtner']]
Predicted Ans:    Will Arnett
Predicted Path:   Peter Laird --[(INV) written_by]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Path (Raw):       Peter Laird --[No Operation]--> Peter Laird --[(INV) written_by]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Neg LogProb(↓):   0.986994
Path Entropy(↓):  1.472984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by philippe godeau
Start Entity:     Philippe Godeau
Gold Answer:      [['11.6']]
Predicted Ans:    11.6
Predicted Path:   Philippe Godeau --[(INV) written_by]--> 11.6 --[written_by]--> Philippe Godeau --[(INV) written_by]--> 11.6
Path (Raw):       Philippe Godeau --[(INV) written_by]--> 11.6 --[written_by]--> Philippe Godeau --[(INV) written_by]--> 11.6
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed grizzly man
Start Entity:     Grizzly Man
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Grizzly Man --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Path (Raw):       Grizzly Man --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Neg LogProb(↓):   0.877183
Path Entropy(↓):  1.456694
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by nechama tec
Start Entity:     Nechama Tec
Gold Answer:      [['Edward Zwick']]
Predicted Ans:    Edward Zwick
Predicted Path:   Nechama Tec --[(INV) written_by]--> Defiance --[directed_by]--> Edward Zwick
Path (Raw):       Nechama Tec --[No Operation]--> Nechama Tec --[(INV) written_by]--> Defiance --[directed_by]--> Edward Zwick
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in powwow highway also appears in which movies
Start Entity:     Powwow Highway
Gold Answer:      [['A Nightmare on Elm Street', 'Dead Man']]
Predicted Ans:    A Nightmare on Elm Street
Predicted Path:   Powwow Highway --[starred_actors]--> Amanda Wyss --[(INV) starred_actors]--> A Nightmare on Elm Street
Path (Raw):       Powwow Highway --[starred_actors]--> Amanda Wyss --[No Operation]--> Amanda Wyss --[(INV) starred_actors]--> A Nightmare on Elm Street
Neg LogProb(↓):   0.084415
Path Entropy(↓):  0.342120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by john sessions
Start Entity:     John Sessions
Gold Answer:      [['Peter Richardson']]
Predicted Ans:    Peter Richardson
Predicted Path:   John Sessions --[(INV) starred_actors]--> Stella Street --[directed_by]--> Peter Richardson
Path (Raw):       John Sessions --[No Operation]--> John Sessions --[(INV) starred_actors]--> Stella Street --[directed_by]--> Peter Richardson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in trader horn
Start Entity:     Trader Horn
Gold Answer:      [['James Edward Grant', 'Harold Bell Wright']]
Predicted Ans:    James Edward Grant
Predicted Path:   Trader Horn --[starred_actors]--> Harry Carey --[(INV) starred_actors]--> Angel and the Badman --[written_by]--> James Edward Grant
Path (Raw):       Trader Horn --[starred_actors]--> Harry Carey --[(INV) starred_actors]--> Angel and the Badman --[written_by]--> James Edward Grant
Neg LogProb(↓):   0.604392
Path Entropy(↓):  0.697080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by jon jones fall under
Start Entity:     Jon Jones
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Jon Jones --[(INV) directed_by]--> Northanger Abbey --[has_genre]--> Drama
Path (Raw):       Jon Jones --[No Operation]--> Jon Jones --[(INV) directed_by]--> Northanger Abbey --[has_genre]--> Drama
Neg LogProb(↓):   0.002423
Path Entropy(↓):  0.016993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the scribbler are directed by who
Start Entity:     The Scribbler
Gold Answer:      [['Ernst Lubitsch', 'Thomas Bezucha', 'Bronwen Hughes', 'Henry Pincus', 'Wes Craven', 'Samuel Bayer', 'Carlos Brooks', 'Tim Fywell', 'Bob Clark', 'Dennis Iliadis', 'Glen Morgan']]
Predicted Ans:    Wes Craven
Predicted Path:   The Scribbler --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> The Last House on the Left --[directed_by]--> Wes Craven
Path (Raw):       The Scribbler --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> The Last House on the Left --[directed_by]--> Wes Craven
Neg LogProb(↓):   0.456303
Path Entropy(↓):  0.815573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of dead man's shoes
Start Entity:     Dead Man's Shoes
Gold Answer:      [['Robert Carlyle', 'Paddy Considine', 'Kathy Burke', 'Peter Mullan', 'Ricky Tomlinson']]
Predicted Ans:    Paddy Considine
Predicted Path:   Dead Man's Shoes --[written_by]--> Shane Meadows --[(INV) written_by]--> A Room for Romeo Brass --[starred_actors]--> Paddy Considine
Path (Raw):       Dead Man's Shoes --[written_by]--> Shane Meadows --[(INV) written_by]--> A Room for Romeo Brass --[starred_actors]--> Paddy Considine
Neg LogProb(↓):   0.095687
Path Entropy(↓):  0.326645
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie buck privates are directed by who
Start Entity:     Buck Privates
Gold Answer:      [['Charles Lamont']]
Predicted Ans:    Charles Lamont
Predicted Path:   Buck Privates --[starred_actors]--> Lou Costello --[(INV) starred_actors]--> Abbott and Costello Meet the Invisible Man --[directed_by]--> Charles Lamont
Path (Raw):       Buck Privates --[starred_actors]--> Lou Costello --[(INV) starred_actors]--> Abbott and Costello Meet the Invisible Man --[directed_by]--> Charles Lamont
Neg LogProb(↓):   0.189402
Path Entropy(↓):  0.597594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of inside moves
Start Entity:     Inside Moves
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Inside Moves --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[has_genre]--> Comedy
Path (Raw):       Inside Moves --[directed_by]--> Richard Donner --[(INV) directed_by]--> The Toy --[has_genre]--> Comedy
Neg LogProb(↓):   0.707749
Path Entropy(↓):  0.773868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote summer of sam
Start Entity:     Summer of Sam
Gold Answer:      [['Romance', 'Music', 'Sport', 'Biography', 'Musical', 'Drama', 'Comedy', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Summer of Sam --[written_by]--> Spike Lee --[(INV) written_by]--> Clockers --[has_genre]--> Drama
Path (Raw):       Summer of Sam --[written_by]--> Spike Lee --[(INV) written_by]--> Clockers --[has_genre]--> Drama
Neg LogProb(↓):   0.403046
Path Entropy(↓):  1.148989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in hearts in atlantis also appears in which movies
Start Entity:     Hearts in Atlantis
Gold Answer:      [['The Human Stain', 'Surviving Picasso', 'Fracture', 'Slipstream', 'Proof', 'The Lion in Winter', 'Magic', 'Meet Joe Black', 'Amistad', 'Instinct', 'Bad Company', 'Nixon', 'Legends of the Fall', 'Titus', 'August', 'Freejack', 'The Elephant Man', 'Hamlet', "The World's Fastest Indian", 'Thor', 'Noah', 'The Road to Wellville', 'Beowulf', 'Red Dragon', 'Desperate Hours', 'Hitchcock', 'Hannibal', "All the King's Men", 'The Edge', 'Audrey Rose', 'The Rite', 'The Bounty', 'The Remains of the Day', 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    Hamlet
Predicted Path:   Hearts in Atlantis --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Path (Raw):       Hearts in Atlantis --[starred_actors]--> Anthony Hopkins --[No Operation]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.597517
Path Entropy(↓):  1.291191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by jon wright in
Start Entity:     Jon Wright
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jon Wright --[(INV) directed_by]--> Tormented --[has_genre]--> Horror
Path (Raw):       Jon Wright --[No Operation]--> Jon Wright --[(INV) directed_by]--> Tormented --[has_genre]--> Horror
Neg LogProb(↓):   0.693193
Path Entropy(↓):  0.693650
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in people i know
Start Entity:     People I Know
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1974', '1984', '1977', '2007', '1998', '2010', '2004', '1982', '1973', '1994', '1932', '1983', '1995', '1972', '1971', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1997', '1966', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1972
Predicted Path:   People I Know --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Path (Raw):       People I Know --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   1.118548
Path Entropy(↓):  1.743317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by richard bradford were directed by who
Start Entity:     Richard Bradford
Gold Answer:      [['Peter Masterson']]
Predicted Ans:    Peter Masterson
Predicted Path:   Richard Bradford --[(INV) starred_actors]--> The Trip to Bountiful --[directed_by]--> Peter Masterson
Path (Raw):       Richard Bradford --[No Operation]--> Richard Bradford --[(INV) starred_actors]--> The Trip to Bountiful --[directed_by]--> Peter Masterson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies directed by tom toelle in
Start Entity:     Tom Toelle
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Tom Toelle --[(INV) directed_by]--> Das Millionenspiel --[in_language]--> German
Path (Raw):       Tom Toelle --[No Operation]--> Tom Toelle --[(INV) directed_by]--> Das Millionenspiel --[in_language]--> German
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by chris van allsburg
Start Entity:     Chris Van Allsburg
Gold Answer:      [['Robert Zemeckis', 'Joe Johnston']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Chris Van Allsburg --[(INV) written_by]--> The Polar Express --[directed_by]--> Robert Zemeckis
Path (Raw):       Chris Van Allsburg --[No Operation]--> Chris Van Allsburg --[(INV) written_by]--> The Polar Express --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.044779
Path Entropy(↓):  0.179811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie a knight's tale
Start Entity:     A Knight's Tale
Gold Answer:      [['Marshall Herskovitz', 'Gregor Jordan', 'Marcus Warren', 'William Dieterle', 'Takashi Miike', 'Dean Semler', 'Paul McGuigan', 'Lasse Hallström', 'George Isaac', 'Antonia Bird', 'Roger Avary', 'Gil Junger', "Thaddeus O'Sullivan", 'Alex Proyas', 'John V. Soto', 'Roland Emmerich', 'Brian Helgeland', 'Christopher Nolan', 'Richard Loncraine', 'Scott Stewart', 'Michael Lehmann', 'Christian Marquand', 'Chuck Russell', 'Eric Valette', 'Jack Gold', 'David Koepp', 'Christian Duguay', 'Jon Amiel', 'J.C. Chandor', 'Neil Armfield', 'Wally Pfister', 'Ang Lee', 'Tony Richardson', 'Nick Murphy', 'Sheldon Lettich', 'Monte Hellman']]
Predicted Ans:    Paul McGuigan
Predicted Path:   A Knight's Tale --[starred_actors]--> Paul Bettany --[(INV) starred_actors]--> Gangster No. 1 --[directed_by]--> Paul McGuigan
Path (Raw):       A Knight's Tale --[starred_actors]--> Paul Bettany --[(INV) starred_actors]--> Gangster No. 1 --[directed_by]--> Paul McGuigan
Neg LogProb(↓):   1.381069
Path Entropy(↓):  2.493010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the petrified forest fall under
Start Entity:     The Petrified Forest
Gold Answer:      [['Romance', 'Family', 'Musical', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Petrified Forest --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       The Petrified Forest --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   0.741645
Path Entropy(↓):  0.937701
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film tell no one released
Start Entity:     Tell No One
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Tell No One --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Tell No One --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   3.160695
Path Entropy(↓):  4.656950
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by kathleen rose perkins release
Start Entity:     Kathleen Rose Perkins
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Kathleen Rose Perkins --[(INV) starred_actors]--> A Short History of Decay --[release_year]--> 2014
Path (Raw):       Kathleen Rose Perkins --[No Operation]--> Kathleen Rose Perkins --[(INV) starred_actors]--> A Short History of Decay --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote galaxy quest
Start Entity:     Galaxy Quest
Gold Answer:      [['2004']]
Predicted Ans:    1999
Predicted Path:   Galaxy Quest --[written_by]--> Robert Gordon --[(INV) written_by]--> Galaxy Quest --[release_year]--> 1999
Path (Raw):       Galaxy Quest --[written_by]--> Robert Gordon --[(INV) written_by]--> Galaxy Quest --[release_year]--> 1999
Neg LogProb(↓):   0.063390
Path Entropy(↓):  0.234486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by songwriter actors
Start Entity:     Songwriter
Gold Answer:      [['George Cukor', 'Paul Mazursky', 'William Tannen', 'Milton Moses Ginsberg', 'Michael Crichton', 'William A. Wellman', 'Michael Anderson', 'Nicolas Roeg', 'Lee Grant', 'Lewis Milestone', 'Ira Sachs', 'Jerry Schatzberg', 'Alan Rudolph', 'Don Coscarelli', 'Charles Martin Smith', 'Hal Ashby', 'Michael Cimino', 'William Dear', 'Steven Spielberg', 'Don Siegel', 'Fred Schepisi', 'Daryl Duke', 'Peter Skillman Odiorne', 'Cornel Wilde', 'Michael Ritchie', 'Sam Peckinpah', 'Lewis John Carlino', 'Robert M. Young', 'James Ivory', 'Alan J. Pakula', 'Robby Henson']]
Predicted Ans:    Cornel Wilde
Predicted Path:   Songwriter --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[directed_by]--> Cornel Wilde
Path (Raw):       Songwriter --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[directed_by]--> Cornel Wilde
Neg LogProb(↓):   0.365801
Path Entropy(↓):  0.679733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by paul le mat released
Start Entity:     Paul Le Mat
Gold Answer:      [['1983', '1980', '1973', '2002', '1979', '1987']]
Predicted Ans:    1987
Predicted Path:   Paul Le Mat --[(INV) starred_actors]--> The Hanoi Hilton --[release_year]--> 1987
Path (Raw):       Paul Le Mat --[No Operation]--> Paul Le Mat --[(INV) starred_actors]--> The Hanoi Hilton --[release_year]--> 1987
Neg LogProb(↓):   0.386142
Path Entropy(↓):  0.891506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by cameron monaghan
Start Entity:     Cameron Monaghan
Gold Answer:      [['Carter Smith', 'Christopher Barzak']]
Predicted Ans:    Carter Smith
Predicted Path:   Cameron Monaghan --[(INV) starred_actors]--> Jamie Marks Is Dead --[written_by]--> Carter Smith
Path (Raw):       Cameron Monaghan --[No Operation]--> Cameron Monaghan --[(INV) starred_actors]--> Jamie Marks Is Dead --[written_by]--> Carter Smith
Neg LogProb(↓):   0.011044
Path Entropy(↓):  0.060472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of the fountain
Start Entity:     The Fountain
Gold Answer:      [['Darren Aronofsky']]
Predicted Ans:    Darren Aronofsky
Predicted Path:   The Fountain --[directed_by]--> Darren Aronofsky --[(INV) directed_by]--> The Fountain --[directed_by]--> Darren Aronofsky
Path (Raw):       The Fountain --[directed_by]--> Darren Aronofsky --[(INV) directed_by]--> The Fountain --[directed_by]--> Darren Aronofsky
Neg LogProb(↓):   0.002595
Path Entropy(↓):  0.019605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the comancheros
Start Entity:     The Comancheros
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   The Comancheros --[release_year]--> 1961 --[(INV) release_year]--> The Errand Boy --[release_year]--> 1961
Path (Raw):       The Comancheros --[release_year]--> 1961 --[(INV) release_year]--> The Errand Boy --[release_year]--> 1961
Neg LogProb(↓):   2.535299
Path Entropy(↓):  3.753571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in born yesterday also appears in which films
Start Entity:     Born Yesterday
Gold Answer:      [['Sabrina', 'The Towering Inferno', 'Pope Joan', 'Working Girl', 'Larceny, Inc.', 'Alvarez Kelly', 'Pacific Heights', 'Paris When It Sizzles', 'Stella', 'Picnic', 'King Ralph', 'Fallen', 'The 7th Dawn', 'Autómata', 'The Moon Is Blue', "Nobody's Fool", 'Love Is a Many-Splendored Thing', 'The Solid Gold Cadillac', 'Dead Bang', 'Toward the Unknown', 'Texas', 'The Big Easy', 'Stormy Monday', 'O Brother, Where Art Thou?', 'Paradise', 'The Big Lebowski', 'The Horse Soldiers', 'Breezy', 'Always', 'Pie in the Sky', 'Wild Rovers', 'Guilty as Sin', 'The Jungle Book 2', 'Shining Through', 'Monsters University', 'Monsters, Inc.', 'A Streetcar Named Desire', 'Harlequin', 'The Country Girl', 'Golden Boy', 'S.O.B.', 'The World of Suzie Wong', 'New York Confidential', "Everybody's All-American", 'Dirty Deeds', 'Harley Davidson and the Marlboro Man', 'Phffft', 'Bells Are Ringing', 'The Counterfeit Traitor', 'What Planet Are You From?', 'Il Bidone', 'Matinee', 'Between Heaven and Hell', 'Union Station', 'Tin Cup', 'Scandal Sheet', 'Network', 'True Stories', 'The Bridge on the River Kwai', 'Milk Money', "We're Back! A Dinosaur's Story", 'The Bridges at Toko-Ri', "Adam's Rib", 'Arachnophobia', 'Cold in July', 'Body Double', 'Satan Never Sleeps', 'Invisible Stripes', 'The Key', 'Crazy in Alabama', 'The Wild Bunch', 'Mulholland Falls', 'Zachariah', 'Weary River', 'It Should Happen to You', 'The Mob', 'Barton Fink', 'The Bonfire of the Vanities', 'Lolita', 'Argo', 'The Marrying Kind', 'The Flintstones', 'Now and Then', 'Escape from Fort Bravo', 'The Earthling', 'Two Much', 'Raising Arizona', 'Gigantic', 'The Other Woman', 'RKO 281', 'Bringing Out the Dead', 'Sea of Love', 'Night People', 'Something Wild', 'The Babe', 'The Hot Spot', 'Executive Suite', 'Masked and Anonymous', "All the King's Men", 'Arizona', 'The Fastest Gun Alive', 'A Stranger Among Us', 'Stalag 17', 'Our Town']]
Predicted Ans:    Sabrina
Predicted Path:   Born Yesterday --[starred_actors]--> William Holden --[(INV) starred_actors]--> Sabrina
Path (Raw):       Born Yesterday --[starred_actors]--> William Holden --[No Operation]--> William Holden --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   1.224310
Path Entropy(↓):  2.116488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of a glimpse inside the mind of charles swan iii also starred in which movies
Start Entity:     A Glimpse Inside the Mind of Charles Swan III
Gold Answer:      [['Rushmore', 'Major League', 'Fantastic Mr. Fox', 'The Big Bounce', 'Hot Shots!', 'Shadow Conspiracy', 'I Heart Huckabees', 'Hot Shots! Part Deux', 'The Darjeeling Limited', 'The Rookie', 'Men at Work', 'The Chase', 'Bad Day on the Block', 'Lucas', 'Major League II', 'Slackers', 'Young Guns', 'Terminal Velocity', 'Hotel Chevalier', 'Good Advice', 'All Dogs Go to Heaven 2', 'Money Talks', 'Red Dawn', 'Shopgirl', 'Foodfight!', 'Spun', 'The Marc Pease Experience', 'Wall Street', "No Man's Land", 'Rated X', 'The Arrival', 'Cadence', 'The Three Musketeers']]
Predicted Ans:    Terminal Velocity
Predicted Path:   A Glimpse Inside the Mind of Charles Swan III --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity
Path (Raw):       A Glimpse Inside the Mind of Charles Swan III --[starred_actors]--> Charlie Sheen --[No Operation]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity
Neg LogProb(↓):   1.131914
Path Entropy(↓):  1.523609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie the black stallion
Start Entity:     The Black Stallion
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   The Black Stallion --[release_year]--> 1979 --[(INV) release_year]--> Meatballs --[release_year]--> 1979
Path (Raw):       The Black Stallion --[release_year]--> 1979 --[(INV) release_year]--> Meatballs --[release_year]--> 1979
Neg LogProb(↓):   1.512767
Path Entropy(↓):  2.603223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by riot in cell block 11 actors
Start Entity:     Riot in Cell Block 11
Gold Answer:      [['Kim Henkel', 'Alvin L. Fast']]
Predicted Ans:    Don Siegel
Predicted Path:   Riot in Cell Block 11 --[starred_actors]--> Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[directed_by]--> Don Siegel
Path (Raw):       Riot in Cell Block 11 --[starred_actors]--> Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[directed_by]--> Don Siegel
Neg LogProb(↓):   0.231303
Path Entropy(↓):  0.712149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by ananda everingham were in which genres
Start Entity:     Ananda Everingham
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Ananda Everingham --[(INV) starred_actors]--> Shutter --[has_genre]--> Horror
Path (Raw):       Ananda Everingham --[No Operation]--> Ananda Everingham --[(INV) starred_actors]--> Shutter --[has_genre]--> Horror
Neg LogProb(↓):   0.833742
Path Entropy(↓):  1.081730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film raiders of the lost ark were in which genres
Start Entity:     Raiders of the Lost Ark
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Raiders of the Lost Ark --[starred_actors]--> Karen Allen --[(INV) starred_actors]--> Raiders of the Lost Ark --[has_genre]--> Action
Path (Raw):       Raiders of the Lost Ark --[starred_actors]--> Karen Allen --[(INV) starred_actors]--> Raiders of the Lost Ark --[has_genre]--> Action
Neg LogProb(↓):   1.515453
Path Entropy(↓):  1.694622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did roger rueff write the story for
Start Entity:     Roger Rueff
Gold Answer:      [['The Big Kahuna']]
Predicted Ans:    The Big Kahuna
Predicted Path:   Roger Rueff --[(INV) written_by]--> The Big Kahuna --[written_by]--> Roger Rueff --[(INV) written_by]--> The Big Kahuna
Path (Raw):       Roger Rueff --[(INV) written_by]--> The Big Kahuna --[written_by]--> Roger Rueff --[(INV) written_by]--> The Big Kahuna
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by guy ritchie
Start Entity:     Guy Ritchie
Gold Answer:      [['Lina Wertmüller']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Guy Ritchie --[(INV) directed_by]--> Swept Away --[directed_by]--> Lina Wertmüller
Path (Raw):       Guy Ritchie --[No Operation]--> Guy Ritchie --[(INV) directed_by]--> Swept Away --[directed_by]--> Lina Wertmüller
Neg LogProb(↓):   0.067186
Path Entropy(↓):  0.298635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with linden ashby
Start Entity:     Linden Ashby
Gold Answer:      [['Robin Shou', 'Christopher Lambert']]
Predicted Ans:    Christopher Lambert
Predicted Path:   Linden Ashby --[(INV) starred_actors]--> Mortal Kombat --[starred_actors]--> Christopher Lambert
Path (Raw):       Linden Ashby --[No Operation]--> Linden Ashby --[(INV) starred_actors]--> Mortal Kombat --[starred_actors]--> Christopher Lambert
Neg LogProb(↓):   0.007936
Path Entropy(↓):  0.051443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of solo sunny
Start Entity:     Solo Sunny
Gold Answer:      [['Stars']]
Predicted Ans:    Solo Sunny
Predicted Path:   Solo Sunny --[directed_by]--> Konrad Wolf --[(INV) directed_by]--> Solo Sunny
Path (Raw):       Solo Sunny --[No Operation]--> Solo Sunny --[directed_by]--> Konrad Wolf --[(INV) directed_by]--> Solo Sunny
Neg LogProb(↓):   0.014882
Path Entropy(↓):  0.091105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films starred by lovers of the arctic circle actors
Start Entity:     Lovers of the Arctic Circle
Gold Answer:      [['Pedro Almodóvar', 'Mateo Gil', 'Jordi Galceran', 'Marcelo Piñeyro', 'Alejandro Amenábar']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Path (Raw):       Lovers of the Arctic Circle --[starred_actors]--> Fele Martínez --[(INV) starred_actors]--> Bad Education --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.017249
Path Entropy(↓):  0.091234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in cadence
Start Entity:     Cadence
Gold Answer:      [['George Armitage', 'Stephen Herek', 'Emilio Estevez', 'Clint Eastwood', 'David S. Ward', 'John Milius', 'Roman Coppola', 'David Seltzer', 'Oliver Stone', 'Deran Sarafian', 'Paul Sabella', 'Larry Leker', 'Christopher Cain', 'Dan Bradley', 'Jim Abrahams', 'Peter Werner', 'Brett Ratner', 'George P. Cosmatos', 'Richard Lester', 'John Lee Hancock', 'Arthur Penn', 'Craig R. Baxley', 'David Twohy']]
Predicted Ans:    Deran Sarafian
Predicted Path:   Cadence --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Path (Raw):       Cadence --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[directed_by]--> Deran Sarafian
Neg LogProb(↓):   0.098272
Path Entropy(↓):  0.435562
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film prince valiant
Start Entity:     Prince Valiant
Gold Answer:      [['Robert Young', 'Michael Landon Jr.', 'Julie Anne Robinson', 'Matthew Parkhill', 'Ronny Yu', 'Barry W. Blaustein', 'Olatunde Osunsanmi', 'Timo Tjahjanto', 'David Denneen', 'Blair Treu', 'Dario Argento', 'Justin Zackham', 'Peter Yates', 'Guy Hamilton', 'Peter Lepeniotis', 'Peter R. Hunt', 'Judd Apatow', 'Fred Zinnemann', 'Darren Lynn Bousman', 'Greg Berlanti', 'John Irvin']]
Predicted Ans:    Peter Lepeniotis
Predicted Path:   Prince Valiant --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[directed_by]--> Peter Lepeniotis
Path (Raw):       Prince Valiant --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[directed_by]--> Peter Lepeniotis
Neg LogProb(↓):   0.187646
Path Entropy(↓):  0.724363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by jeremy iacone
Start Entity:     Jeremy Iacone
Gold Answer:      [['Gina Gershon', 'Stephen Baldwin', 'Chris Penn']]
Predicted Ans:    Stephen Baldwin
Predicted Path:   Jeremy Iacone --[(INV) written_by]--> One Tough Cop --[starred_actors]--> Stephen Baldwin
Path (Raw):       Jeremy Iacone --[No Operation]--> Jeremy Iacone --[(INV) written_by]--> One Tough Cop --[starred_actors]--> Stephen Baldwin
Neg LogProb(↓):   0.093326
Path Entropy(↓):  0.323079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by james siegel in
Start Entity:     James Siegel
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   James Siegel --[(INV) written_by]--> Derailed --[has_genre]--> Thriller
Path (Raw):       James Siegel --[No Operation]--> James Siegel --[(INV) written_by]--> Derailed --[has_genre]--> Thriller
Neg LogProb(↓):   0.129040
Path Entropy(↓):  0.369034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote this property is condemned
Start Entity:     This Property Is Condemned
Gold Answer:      [['Italian', 'English', 'Romanian', 'German']]
Predicted Ans:    Italian
Predicted Path:   This Property Is Condemned --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Path (Raw):       This Property Is Condemned --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.093497
Path Entropy(↓):  0.318892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film knock off released
Start Entity:     Knock Off
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Knock Off --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       Knock Off --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   3.249464
Path Entropy(↓):  4.568011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie bordello of blood
Start Entity:     Bordello of Blood
Gold Answer:      [['1995', '1997', '2001', '1993', '1994']]
Predicted Ans:    1994
Predicted Path:   Bordello of Blood --[starred_actors]--> Erika Eleniak --[(INV) starred_actors]--> Chasers --[release_year]--> 1994
Path (Raw):       Bordello of Blood --[starred_actors]--> Erika Eleniak --[(INV) starred_actors]--> Chasers --[release_year]--> 1994
Neg LogProb(↓):   0.163115
Path Entropy(↓):  0.670315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in witness to murder
Start Entity:     Witness to Murder
Gold Answer:      [['Barbara Stanwyck']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Witness to Murder --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Witness to Murder --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> All I Desire --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.001880
Path Entropy(↓):  0.015340
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in a funny thing happened on the way to the forum
Start Entity:     A Funny Thing Happened on the Way to the Forum
Gold Answer:      [['Western', 'Musical', 'Short', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> The Producers --[has_genre]--> Comedy
Path (Raw):       A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> The Producers --[has_genre]--> Comedy
Neg LogProb(↓):   0.898076
Path Entropy(↓):  1.421491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did gary entin direct
Start Entity:     Gary Entin
Gold Answer:      [['Geography Club']]
Predicted Ans:    Geography Club
Predicted Path:   Gary Entin --[(INV) directed_by]--> Geography Club --[directed_by]--> Gary Entin --[(INV) directed_by]--> Geography Club
Path (Raw):       Gary Entin --[(INV) directed_by]--> Geography Club --[directed_by]--> Gary Entin --[(INV) directed_by]--> Geography Club
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did michael j. pollard act in
Start Entity:     Michael J. Pollard
Gold Answer:      [['Little Fauss and Big Halsy', 'Bonnie and Clyde', 'Fast Food']]
Predicted Ans:    The Three Caballeros
Predicted Path:   Michael J. Pollard --[(INV) starred_actors]--> Bonnie and Clyde --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros
Path (Raw):       Michael J. Pollard --[(INV) starred_actors]--> Bonnie and Clyde --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros
Neg LogProb(↓):   0.862056
Path Entropy(↓):  1.902719
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the transporter were in which languages
Start Entity:     The Transporter
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The Transporter --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[in_language]--> French
Path (Raw):       The Transporter --[directed_by]--> Louis Leterrier --[(INV) directed_by]--> Transporter 2 --[in_language]--> French
Neg LogProb(↓):   0.721270
Path Entropy(↓):  1.128511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer niels vørsel
Start Entity:     Niels Vørsel
Gold Answer:      [['Barbara Sukowa', 'Udo Kier']]
Predicted Ans:    Barbara Sukowa
Predicted Path:   Niels Vørsel --[(INV) written_by]--> Europa --[starred_actors]--> Barbara Sukowa
Path (Raw):       Niels Vørsel --[No Operation]--> Niels Vørsel --[(INV) written_by]--> Europa --[starred_actors]--> Barbara Sukowa
Neg LogProb(↓):   0.005626
Path Entropy(↓):  0.035798
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by nadav lapid fall under
Start Entity:     Nadav Lapid
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nadav Lapid --[(INV) written_by]--> Policeman --[has_genre]--> Drama
Path (Raw):       Nadav Lapid --[No Operation]--> Nadav Lapid --[(INV) written_by]--> Policeman --[has_genre]--> Drama
Neg LogProb(↓):   0.000368
Path Entropy(↓):  0.003278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does barbra streisand star in
Start Entity:     Barbra Streisand
Gold Answer:      [['Up the Sandbox', 'The Main Event', 'Meet the Fockers', 'Nuts', 'Hello, Dolly!', 'The Owl and the Pussycat', 'Funny Lady', 'Yentl', 'All Night Long', 'A Star Is Born', 'The Way We Were', 'The Guilt Trip', 'The Mirror Has Two Faces', 'The Prince of Tides', 'Funny Girl', "What's Up, Doc?"]]
Predicted Ans:    The Owl and the Pussycat
Predicted Path:   Barbra Streisand --[(INV) starred_actors]--> The Owl and the Pussycat --[starred_actors]--> Robert Klein --[(INV) starred_actors]--> The Owl and the Pussycat
Path (Raw):       Barbra Streisand --[(INV) starred_actors]--> The Owl and the Pussycat --[starred_actors]--> Robert Klein --[(INV) starred_actors]--> The Owl and the Pussycat
Neg LogProb(↓):   0.449183
Path Entropy(↓):  0.861075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the rules of attraction actors
Start Entity:     The Rules of Attraction
Gold Answer:      [['Takashi Miike', 'Marcus Warren', 'Gabriele Muccino', 'Sylvain Chomet', 'Joel Viertel', 'Pascal Laugier', 'Brian Helgeland', 'Michael Lehmann', 'Eric Valette', 'Joe Carnahan', 'Neil Burger', 'Lee Tamahori', 'Adam Kane', 'Rob Cohen', 'Stephan Elliott', 'Harvey Weinstein', 'Jorge Blanco', 'Alfred Hitchcock', 'Len Wiseman', 'Sheldon Lettich', 'Monte Hellman', 'Paul Verhoeven']]
Predicted Ans:    Stephan Elliott
Predicted Path:   The Rules of Attraction --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> Easy Virtue --[directed_by]--> Stephan Elliott
Path (Raw):       The Rules of Attraction --[starred_actors]--> Jessica Biel --[(INV) starred_actors]--> Easy Virtue --[directed_by]--> Stephan Elliott
Neg LogProb(↓):   1.264615
Path Entropy(↓):  2.103024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by gouverneur morris released
Start Entity:     Gouverneur Morris
Gold Answer:      [['1920', '1932']]
Predicted Ans:    1932
Predicted Path:   Gouverneur Morris --[(INV) written_by]--> The Man Who Played God --[release_year]--> 1932
Path (Raw):       Gouverneur Morris --[No Operation]--> Gouverneur Morris --[(INV) written_by]--> The Man Who Played God --[release_year]--> 1932
Neg LogProb(↓):   0.331078
Path Entropy(↓):  0.594907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was mike cahill a writer on
Start Entity:     Mike Cahill
Gold Answer:      [['I Origins', 'King of California', 'Another Earth']]
Predicted Ans:    King of California
Predicted Path:   Mike Cahill --[(INV) written_by]--> King of California --[written_by]--> Mike Cahill --[(INV) written_by]--> King of California
Path (Raw):       Mike Cahill --[(INV) written_by]--> King of California --[written_by]--> Mike Cahill --[(INV) written_by]--> King of California
Neg LogProb(↓):   0.291814
Path Entropy(↓):  0.734099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does paula jai parker star in
Start Entity:     Paula Jai Parker
Gold Answer:      [['30 Years to Life', 'Sprung']]
Predicted Ans:    Sprung
Predicted Path:   Paula Jai Parker --[(INV) starred_actors]--> Sprung --[written_by]--> Rusty Cundieff --[(INV) starred_actors]--> Sprung
Path (Raw):       Paula Jai Parker --[(INV) starred_actors]--> Sprung --[written_by]--> Rusty Cundieff --[(INV) starred_actors]--> Sprung
Neg LogProb(↓):   0.145872
Path Entropy(↓):  0.487872
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of open hearts
Start Entity:     Open Hearts
Gold Answer:      [['Trine Dyrholm', 'Nikolaj Lie Kaas', 'Maria Bonnevie', 'Natalie Portman', 'Ulrich Thomsen', 'Benicio Del Toro', 'Mads Mikkelsen', 'Halle Berry', 'Jennifer Lawrence', 'Bradley Cooper', 'Connie Nielsen', 'Jake Gyllenhaal', 'Tobey Maguire', 'Mikael Persbrandt']]
Predicted Ans:    Trine Dyrholm
Predicted Path:   Open Hearts --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Love Is All You Need --[starred_actors]--> Trine Dyrholm
Path (Raw):       Open Hearts --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Love Is All You Need --[starred_actors]--> Trine Dyrholm
Neg LogProb(↓):   1.182598
Path Entropy(↓):  1.497472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of light sleeper
Start Entity:     Light Sleeper
Gold Answer:      [['Auto Focus', 'Hardcore', 'Cat People', 'Forever Mine', 'Patty Hearst', 'Affliction', 'American Gigolo', 'Light of Day', 'Blue Collar', 'Touch', 'The Canyons', 'The Comfort of Strangers', 'Adam Resurrected', 'The Walker']]
Predicted Ans:    Affliction
Predicted Path:   Light Sleeper --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction
Path (Raw):       Light Sleeper --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Affliction --[No Operation]--> Affliction
Neg LogProb(↓):   0.764028
Path Entropy(↓):  1.439564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in battleship
Start Entity:     Battleship
Gold Answer:      [['Alexander Skarsgård', 'Taylor Kitsch', 'Brooklyn Decker', 'Rihanna']]
Predicted Ans:    Brooklyn Decker
Predicted Path:   Battleship --[starred_actors]--> Brooklyn Decker --[(INV) starred_actors]--> Stretch --[starred_actors]--> Brooklyn Decker
Path (Raw):       Battleship --[starred_actors]--> Brooklyn Decker --[(INV) starred_actors]--> Stretch --[starred_actors]--> Brooklyn Decker
Neg LogProb(↓):   0.202571
Path Entropy(↓):  0.751139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film happy accidents are written by who
Start Entity:     Happy Accidents
Gold Answer:      [['Steven Baigelman', 'Robert D. Siegel', 'Michael Scott Myers', 'Novalyne Price Ellis', 'Dale Launer', 'Chris Fuhrman', 'Todd Field', 'Josef Rusnak', 'Nancy Savoca', 'Francine Prose', 'Marc Lawrence', 'Tamara Jenkins', 'Daniel F. Galouye', 'Ruba Nadda', 'Stanley Kubrick', 'Kelly Masterson', 'Tom Sierchio', 'Philip K. Dick', 'Michael Herr', 'Gustav Hasford', 'Marti Leimbach', 'Tracey Jackson', 'Christine Bell', 'Jonathan Hensleigh', 'Robert Festinger', 'Diane Drake', 'Andre Dubus', 'Kirby Dick', 'John Romano', 'Michael Connelly', 'Al Franken', 'Rick Porrello', 'Mark Duplass', 'Mike Mills', 'Walter Kirn', 'Nick Cassavetes']]
Predicted Ans:    Steven Baigelman
Predicted Path:   Happy Accidents --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[written_by]--> Steven Baigelman
Path (Raw):       Happy Accidents --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[written_by]--> Steven Baigelman
Neg LogProb(↓):   0.598670
Path Entropy(↓):  1.075411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed queens logic
Start Entity:     Queens Logic
Gold Answer:      [['1996', '2012', '1978', '1987']]
Predicted Ans:    1991
Predicted Path:   Queens Logic --[directed_by]--> Steve Rash --[(INV) directed_by]--> Queens Logic --[release_year]--> 1991
Path (Raw):       Queens Logic --[directed_by]--> Steve Rash --[(INV) directed_by]--> Queens Logic --[release_year]--> 1991
Neg LogProb(↓):   0.535109
Path Entropy(↓):  1.236929
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films written by jeff stockwell
Start Entity:     Jeff Stockwell
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jeff Stockwell --[(INV) written_by]--> Bridge to Terabithia --[has_genre]--> Drama
Path (Raw):       Jeff Stockwell --[No Operation]--> Jeff Stockwell --[(INV) written_by]--> Bridge to Terabithia --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the terror
Start Entity:     The Terror
Gold Answer:      [['The Intruder', 'Battle Beyond the Stars', 'Attack of the Crab Monsters', 'The Tomb of Ligeia', 'It Conquered the World', 'Machine-Gun Kelly', 'Von Richthofen and Brown', 'Deathsport', 'The Little Shop of Horrors', 'The Masque of the Red Death', 'The Undead', 'The Raven', 'The Wild Angels', 'Swamp Women', 'The Trip', 'She Gods of Shark Reef', 'Bloody Mama', 'House of Usher', 'The Wasp Woman', "The St. Valentine's Day Massacre", 'The Beast with a Million Eyes', 'A Bucket of Blood', 'The Haunted Palace', 'Tales of Terror', 'A Time for Killing', 'Creature from the Haunted Sea']]
Predicted Ans:    The Raven
Predicted Path:   The Terror --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven
Path (Raw):       The Terror --[No Operation]--> The Terror --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven
Neg LogProb(↓):   0.541198
Path Entropy(↓):  1.343541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with battle cry
Start Entity:     Battle Cry
Gold Answer:      [['Topaz', 'Exodus', 'Gunfight at the O.K. Corral']]
Predicted Ans:    Topaz
Predicted Path:   Battle Cry --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz
Path (Raw):       Battle Cry --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz --[No Operation]--> Topaz
Neg LogProb(↓):   0.028519
Path Entropy(↓):  0.133190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of boarding gate
Start Entity:     Boarding Gate
Gold Answer:      [['Drama', 'Family', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Boarding Gate --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Something in the Air --[has_genre]--> Drama
Path (Raw):       Boarding Gate --[directed_by]--> Olivier Assayas --[(INV) directed_by]--> Something in the Air --[has_genre]--> Drama
Neg LogProb(↓):   0.296041
Path Entropy(↓):  0.671240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of best seller
Start Entity:     Best Seller
Gold Answer:      [['Sidney Lumet', 'David R. Ellis', 'Roland Joffé', 'William Lustig', 'Larry Cohen', 'Richard T. Heffron', 'Burt Kennedy']]
Predicted Ans:    Larry Cohen
Predicted Path:   Best Seller --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[directed_by]--> Larry Cohen
Path (Raw):       Best Seller --[written_by]--> Larry Cohen --[(INV) written_by]--> Black Caesar --[directed_by]--> Larry Cohen
Neg LogProb(↓):   0.245845
Path Entropy(↓):  0.631720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by abhimanyu singh were written by who
Start Entity:     Abhimanyu Singh
Gold Answer:      [['Mahesh Nair']]
Predicted Ans:    Mahesh Nair
Predicted Path:   Abhimanyu Singh --[(INV) starred_actors]--> Accident on Hill Road --[written_by]--> Mahesh Nair
Path (Raw):       Abhimanyu Singh --[No Operation]--> Abhimanyu Singh --[(INV) starred_actors]--> Accident on Hill Road --[written_by]--> Mahesh Nair
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of kadosh
Start Entity:     Kadosh
Gold Answer:      [['Kippur', 'Free Zone', 'Alila', 'Kedma']]
Predicted Ans:    Alila
Predicted Path:   Kadosh --[directed_by]--> Amos Gitai --[(INV) directed_by]--> Alila
Path (Raw):       Kadosh --[directed_by]--> Amos Gitai --[(INV) directed_by]--> Alila --[No Operation]--> Alila
Neg LogProb(↓):   0.104061
Path Entropy(↓):  0.414104
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the seven year itch director
Start Entity:     The Seven Year Itch
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The Seven Year Itch --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[in_language]--> English
Path (Raw):       The Seven Year Itch --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Love in the Afternoon --[in_language]--> English
Neg LogProb(↓):   0.167824
Path Entropy(↓):  0.561945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by david torrence were in which genres
Start Entity:     David Torrence
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   David Torrence --[(INV) starred_actors]--> The Black Watch --[has_genre]--> Adventure
Path (Raw):       David Torrence --[No Operation]--> David Torrence --[(INV) starred_actors]--> The Black Watch --[has_genre]--> Adventure
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of last holiday
Start Entity:     Last Holiday
Gold Answer:      [['Jeffrey Price', 'Peter S. Seaman']]
Predicted Ans:    Jeffrey Price
Predicted Path:   Last Holiday --[written_by]--> Jeffrey Price --[(INV) written_by]--> Doc Hollywood --[written_by]--> Jeffrey Price
Path (Raw):       Last Holiday --[written_by]--> Jeffrey Price --[(INV) written_by]--> Doc Hollywood --[written_by]--> Jeffrey Price
Neg LogProb(↓):   0.021164
Path Entropy(↓):  0.131021
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the hurt locker actors
Start Entity:     The Hurt Locker
Gold Answer:      [['Eric Warren Singer', 'Tanya Hamilton', 'Chuck Hogan', 'Spike Lee', 'David O. Russell', 'Philippe Caland', 'James Gray', 'Tim Boughn', 'David Levien', 'Brian Koppelman', 'Ben Affleck', 'Peter Landesman', 'Nick Schou', 'Gary Webb', 'Preston A. Whitmore II', 'Tony Gilroy', 'Kyle Patrick Alvarez', 'Davy Rothbart', 'Tengiz Abuladze']]
Predicted Ans:    Brian Koppelman
Predicted Path:   The Hurt Locker --[starred_actors]--> Anthony Mackie --[(INV) starred_actors]--> Runner Runner --[written_by]--> Brian Koppelman
Path (Raw):       The Hurt Locker --[starred_actors]--> Anthony Mackie --[(INV) starred_actors]--> Runner Runner --[written_by]--> Brian Koppelman
Neg LogProb(↓):   0.642887
Path Entropy(↓):  1.316358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is mr. mom in
Start Entity:     Mr. Mom
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mr. Mom --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Mr. Mom --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   2.761938
Path Entropy(↓):  4.147469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in hard rain
Start Entity:     Hard Rain
Gold Answer:      [['Mende', 'French', 'English']]
Predicted Ans:    Mende
Predicted Path:   Hard Rain --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[in_language]--> Mende
Path (Raw):       Hard Rain --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[in_language]--> Mende
Neg LogProb(↓):   0.011227
Path Entropy(↓):  0.072301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by leo rosten
Start Entity:     Leo Rosten
Gold Answer:      [['1963', '1951']]
Predicted Ans:    1951
Predicted Path:   Leo Rosten --[(INV) written_by]--> Double Dynamite --[release_year]--> 1951
Path (Raw):       Leo Rosten --[No Operation]--> Leo Rosten --[(INV) written_by]--> Double Dynamite --[release_year]--> 1951
Neg LogProb(↓):   0.023480
Path Entropy(↓):  0.110270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by yvan attal
Start Entity:     Yvan Attal
Gold Answer:      [['French', 'Russian']]
Predicted Ans:    French
Predicted Path:   Yvan Attal --[(INV) starred_actors]--> Rapt --[in_language]--> French
Path (Raw):       Yvan Attal --[No Operation]--> Yvan Attal --[(INV) starred_actors]--> Rapt --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of oscar were directed by who
Start Entity:     Oscar
Gold Answer:      [['Hy Averback']]
Predicted Ans:    Hy Averback
Predicted Path:   Oscar --[written_by]--> Claude Magnier --[(INV) written_by]--> Where Were You When the Lights Went Out? --[directed_by]--> Hy Averback
Path (Raw):       Oscar --[written_by]--> Claude Magnier --[(INV) written_by]--> Where Were You When the Lights Went Out? --[directed_by]--> Hy Averback
Neg LogProb(↓):   0.093269
Path Entropy(↓):  0.306786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by terrance zdunich in
Start Entity:     Terrance Zdunich
Gold Answer:      [['Horror', 'Musical']]
Predicted Ans:    Horror
Predicted Path:   Terrance Zdunich --[(INV) written_by]--> Repo! The Genetic Opera --[has_genre]--> Horror
Path (Raw):       Terrance Zdunich --[No Operation]--> Terrance Zdunich --[(INV) written_by]--> Repo! The Genetic Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.020433
Path Entropy(↓):  0.106742
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie intimate strangers were in which languages
Start Entity:     Intimate Strangers
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Intimate Strangers --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[in_language]--> French
Path (Raw):       Intimate Strangers --[directed_by]--> Patrice Leconte --[(INV) directed_by]--> Monsieur Hire --[in_language]--> French
Neg LogProb(↓):   0.001067
Path Entropy(↓):  0.009978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of narc
Start Entity:     Narc
Gold Answer:      [['Ian Mackenzie Jeffers', 'Brian Bloom', 'Frank Lupo', 'Stephen J. Cannell', 'Joe Carnahan']]
Predicted Ans:    Joe Carnahan
Predicted Path:   Narc --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Smokin' Aces --[written_by]--> Joe Carnahan
Path (Raw):       Narc --[directed_by]--> Joe Carnahan --[(INV) directed_by]--> Smokin' Aces --[written_by]--> Joe Carnahan
Neg LogProb(↓):   0.237824
Path Entropy(↓):  0.683061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by felicity ward
Start Entity:     Felicity Ward
Gold Answer:      [['Rob Sitch']]
Predicted Ans:    Rob Sitch
Predicted Path:   Felicity Ward --[(INV) starred_actors]--> Any Questions for Ben? --[directed_by]--> Rob Sitch
Path (Raw):       Felicity Ward --[No Operation]--> Felicity Ward --[(INV) starred_actors]--> Any Questions for Ben? --[directed_by]--> Rob Sitch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the front page
Start Entity:     The Front Page
Gold Answer:      [['Murray Schisgal', 'Elaine May', 'Bill C. Davis', 'Robert Nelson Jacobs', 'William Wharton', 'Herb Gardner', 'Raymond Carver', 'Frank Barhydt', 'William A. Wellman', 'Dorothy Parker', 'Robert Carson', 'Alan Campbell', 'Benjamin Glazer', 'David Mamet', 'Harry Brown', 'James Fritzell', 'Jack Ritchie', 'Truman Capote', 'William R. Lipman', 'Robert E. Lee', 'Aline Brosh McKenna', 'Samson Raphaelson', 'Neil Jordan', 'Norman Katkov', "Robert Vincent O'Neill", 'Max Wilk', 'Joseph Michael Cala', 'Bill Lancaster', 'Mark Steven Johnson', 'Ben Hecht', 'Richard Connell', 'Earl Baldwin', 'George Marion Jr.', 'Frank Harris', 'Julius J. Epstein', 'Jerome Chodorov', 'Luis Buñuel', 'Rowland Brown', 'Martin Rackin', 'Ruth McKenney', 'Nelson Gidding', 'Sam Hellman', 'Alexandre Breffort', 'Sam Spewack', 'Warren Duff', 'Clifford Odets', 'Abe Burrows', 'Allan Scott', 'Billy Wilder', 'Melchior Lengyel', 'Nedrick Young', 'Bryan Forbes', 'Dwight Taylor', 'I.A.L. Diamond', 'Walter Bernstein', 'Harold Robbins', 'Frank Butler', 'Mike Gray', 'Harvey Miller', 'Max Catto', 'Thomas Rickman', 'Mitch Albom', 'Andrew L. Stone', 'Thomas Heggen', 'Marc Behm', 'John Hughes', 'James Bridges', 'Laurence Stallings', 'Edward Abbey', 'Grover Jones', 'Guy Bolton', 'Brian Garfield', 'Larry Gelbart', 'Ernest Hemingway', 'John Paxton', 'Neil Simon', 'Edward Kaufman', 'Jo Swerling', 'Kenneth S. Webb', 'Samuel Hoffenstein', 'Robert Altman', 'Dorothy Yost', 'Frederic Wakeman', 'Ben Markson', 'Harry Clork', 'Damon Runyon', 'Gary David Goldberg', 'Hank Ketcham', 'Edna Ferber', 'George Axelrod', 'Oliver H.P. Garrett', 'Joseph Schrank', 'Francis Veber', 'Howard J. Green', 'Jules Furthman', 'Nicholas E. Baehr', 'Steve Shagan', 'Rida Johnson Young', 'John Dos Passos', 'Garson Kanin', 'Edward Anhalt', 'Jack Finney', 'Fredric Brown', 'Elizabeth Taylor', 'John Wexley', 'Weldon Hill', 'Gilles Mimouni', 'Ernest Lehman', 'Richard Quine', 'Blake Edwards', 'Jed Harris', 'Arthur Carter', 'Gladys Lehman', 'Lynn Root', 'Budd Schulberg', 'Everett Greenbaum', 'Benno Vigny', 'Frank Capra', 'John Godey', 'Stirling Silliphant', 'Leos Carax', 'Peter De Vries', 'Harold Jacob Smith', 'Lewis E. Lawes', 'Jerome Lawrence', 'Arthur A. Ross', 'Anthony Veiller', 'Joshua Logan', 'Peter Stone', 'Howard Fast', 'Dalton Trumbo', 'Pierre Barillet', 'Moss Hart', 'George S. Kaufman', 'Morrie Ryskind', 'David Swift', 'Pierre Louÿs']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   The Front Page --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[written_by]--> Bartlett Cormack
Path (Raw):       The Front Page --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   1.653437
Path Entropy(↓):  2.974668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share actors with the boys in the band fall under
Start Entity:     The Boys in the Band
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Boys in the Band --[starred_actors]--> Cliff Gorman --[(INV) starred_actors]--> King of the Jungle --[has_genre]--> Drama
Path (Raw):       The Boys in the Band --[starred_actors]--> Cliff Gorman --[(INV) starred_actors]--> King of the Jungle --[has_genre]--> Drama
Neg LogProb(↓):   0.506771
Path Entropy(↓):  0.827364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in we need to talk about kevin
Start Entity:     We Need to Talk About Kevin
Gold Answer:      [['Tilda Swinton']]
Predicted Ans:    Jonathan Tucker
Predicted Path:   We Need to Talk About Kevin --[starred_actors]--> Tilda Swinton --[(INV) starred_actors]--> The Deep End --[starred_actors]--> Jonathan Tucker
Path (Raw):       We Need to Talk About Kevin --[starred_actors]--> Tilda Swinton --[(INV) starred_actors]--> The Deep End --[starred_actors]--> Jonathan Tucker
Neg LogProb(↓):   0.344128
Path Entropy(↓):  0.821949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films starred by actors in keep the lights on
Start Entity:     Keep the Lights On
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Keep the Lights On --[starred_actors]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[in_language]--> Danish
Path (Raw):       Keep the Lights On --[starred_actors]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[in_language]--> Danish
Neg LogProb(↓):   0.000636
Path Entropy(↓):  0.005369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for shining through
Start Entity:     Shining Through
Gold Answer:      [['David Seltzer']]
Predicted Ans:    David Seltzer
Predicted Path:   Shining Through --[directed_by]--> David Seltzer --[(INV) directed_by]--> Punchline --[directed_by]--> David Seltzer
Path (Raw):       Shining Through --[directed_by]--> David Seltzer --[(INV) directed_by]--> Punchline --[directed_by]--> David Seltzer
Neg LogProb(↓):   0.128925
Path Entropy(↓):  0.445863
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of john mortimer
Start Entity:     John Mortimer
Gold Answer:      [['Franco Zeffirelli']]
Predicted Ans:    Orson Welles
Predicted Path:   John Mortimer --[(INV) written_by]--> Don Quixote --[directed_by]--> Orson Welles
Path (Raw):       John Mortimer --[No Operation]--> John Mortimer --[(INV) written_by]--> Don Quixote --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.013885
Path Entropy(↓):  0.084382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films written by sheldon turner release
Start Entity:     Sheldon Turner
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Sheldon Turner --[(INV) written_by]--> Up in the Air --[release_year]--> 2009
Path (Raw):       Sheldon Turner --[No Operation]--> Sheldon Turner --[(INV) written_by]--> Up in the Air --[release_year]--> 2009
Neg LogProb(↓):   0.000098
Path Entropy(↓):  0.001001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie four daughters are directed by who
Start Entity:     Four Daughters
Gold Answer:      [['Edmund Goulding', 'Fritz Lang', 'Tay Garnett', 'Delmer Daves', 'George Waggner', 'Irwin Allen', 'Bob Rafelson', 'Jean Negulesco', 'Busby Berkeley', 'Vincent Sherman', 'Michael Curtiz', 'Frank Capra', 'Anatole Litvak', 'Marcel Langenegger', 'Robert Rossen', 'Archie Mayo', 'Arthur Lubin', 'Abraham Polonsky', 'Gabriel Pascal', 'John Berry', 'Alexander Hall', 'Victor Fleming', 'William Keighley', 'George Scribner', 'Alfred Hitchcock', 'John Farrow', 'James Whale', 'Irving Rapper', 'Maurice Elvey']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Four Daughters --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[directed_by]--> Michael Curtiz
Path (Raw):       Four Daughters --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.672241
Path Entropy(↓):  1.132620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did robert parigi direct
Start Entity:     Robert Parigi
Gold Answer:      [['Love Object']]
Predicted Ans:    Love Object
Predicted Path:   Robert Parigi --[(INV) directed_by]--> Love Object --[written_by]--> Robert Parigi --[(INV) directed_by]--> Love Object
Path (Raw):       Robert Parigi --[(INV) directed_by]--> Love Object --[written_by]--> Robert Parigi --[(INV) directed_by]--> Love Object
Neg LogProb(↓):   0.450388
Path Entropy(↓):  1.096391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the war
Start Entity:     The War
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '2007', '1998', '1963', '2009', '2004', '1982', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2008
Predicted Path:   The War --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders --[release_year]--> 2008
Path (Raw):       The War --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Oxford Murders --[release_year]--> 2008
Neg LogProb(↓):   0.942154
Path Entropy(↓):  2.074964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by cheryl ladd
Start Entity:     Cheryl Ladd
Gold Answer:      [['1992', '1989']]
Predicted Ans:    1989
Predicted Path:   Cheryl Ladd --[(INV) starred_actors]--> Millennium --[release_year]--> 1989
Path (Raw):       Cheryl Ladd --[No Operation]--> Cheryl Ladd --[(INV) starred_actors]--> Millennium --[release_year]--> 1989
Neg LogProb(↓):   0.052434
Path Entropy(↓):  0.201691
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of all through the night
Start Entity:     All Through the Night
Gold Answer:      [['They Drive by Night', 'Battle Circus', 'Tokyo Joe', 'The Caine Mutiny', 'The Amazing Dr. Clitterhouse', 'Sabrina', 'To Have and Have Not', 'San Quentin', 'Knock on Any Door', 'Sahara', 'Escape', 'Whistling in the Dark', 'The African Queen', 'Dead End', 'Virginia City', 'The Barefoot Contessa', 'Key Largo', 'Marked Woman', 'The Return of Doctor X', 'Across the Pacific', 'The Man Who Laughs', 'The Left Hand of God', 'Dark Victory', 'Up the River', 'Sirocco', 'Kid Galahad', 'Stand-In', 'The Oklahoma Kid', 'The Maltese Falcon', 'Action in the North Atlantic', 'Black Legion', 'In a Lonely Place', 'Waxworks', 'Dead Reckoning', 'Beat the Devil', 'Conflict', 'The Treasure of the Sierra Madre', 'Invisible Stripes', 'The Enforcer', 'Passage to Marseille', 'Chain Lightning', 'The Harder They Fall', 'The Two Mrs. Carrolls', 'Bullets or Ballots', "A Woman's Face", 'The Thief of Bagdad', 'Dark Journey', 'The Desperate Hours', 'Casablanca', 'The Big Sleep', 'Brother Orchid', 'Dark Passage', 'High Sierra', "We're No Angels", 'The Roaring Twenties', 'Angels with Dirty Faces', 'The Spy in Black']]
Predicted Ans:    Beat the Devil
Predicted Path:   All Through the Night --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil
Path (Raw):       All Through the Night --[starred_actors]--> Humphrey Bogart --[No Operation]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil
Neg LogProb(↓):   1.776294
Path Entropy(↓):  2.822144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the crazies
Start Entity:     The Crazies
Gold Answer:      [['Gary Yates', 'Jonathan Mostow', 'Lisa Cholodenko', 'Tony Scott', 'Marc Forster', 'Xavier Gens', 'Joel Schumacher', 'Susannah Grant', 'Luke Greenfield', 'Greg Mclean', 'Christophe Gans', 'Robert Benton', 'Petter Næss', 'David Twohy', 'Olatunde Osunsanmi']]
Predicted Ans:    George A. Romero
Predicted Path:   The Crazies --[starred_actors]--> Will MacMillan --[(INV) starred_actors]--> The Crazies --[directed_by]--> George A. Romero
Path (Raw):       The Crazies --[starred_actors]--> Will MacMillan --[(INV) starred_actors]--> The Crazies --[directed_by]--> George A. Romero
Neg LogProb(↓):   0.148685
Path Entropy(↓):  0.486796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by kristiina halkola were written by who
Start Entity:     Kristiina Halkola
Gold Answer:      [['Jörn Donner']]
Predicted Ans:    Jörn Donner
Predicted Path:   Kristiina Halkola --[(INV) starred_actors]--> Black on White --[written_by]--> Jörn Donner
Path (Raw):       Kristiina Halkola --[No Operation]--> Kristiina Halkola --[(INV) starred_actors]--> Black on White --[written_by]--> Jörn Donner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by sami bouajila
Start Entity:     Sami Bouajila
Gold Answer:      [['Rachid Bouchareb', 'André Téchiné', 'Roschdy Zem', 'Olivier Lorelle', 'Olivier Gorce', 'Casey Robinson']]
Predicted Ans:    Casey Robinson
Predicted Path:   Sami Bouajila --[(INV) starred_actors]--> Days of Glory --[written_by]--> Casey Robinson
Path (Raw):       Sami Bouajila --[No Operation]--> Sami Bouajila --[(INV) starred_actors]--> Days of Glory --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.715203
Path Entropy(↓):  0.895618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the hunter released
Start Entity:     The Hunter
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   The Hunter --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       The Hunter --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   3.391776
Path Entropy(↓):  4.810644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of champagne
Start Entity:     Champagne
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Champagne --[written_by]--> Walter C. Mycroft --[(INV) written_by]--> Murder! --[directed_by]--> Alfred Hitchcock
Path (Raw):       Champagne --[written_by]--> Walter C. Mycroft --[(INV) written_by]--> Murder! --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.065747
Path Entropy(↓):  0.239478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director joe anderson co - directed movies with who
Start Entity:     Joe Anderson
Gold Answer:      [['Sean McEwen']]
Predicted Ans:    Sean McEwen
Predicted Path:   Joe Anderson --[(INV) directed_by]--> Albino Farm --[directed_by]--> Sean McEwen
Path (Raw):       Joe Anderson --[No Operation]--> Joe Anderson --[(INV) directed_by]--> Albino Farm --[directed_by]--> Sean McEwen
Neg LogProb(↓):   0.221258
Path Entropy(↓):  0.498304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of play misty for me
Start Entity:     Play Misty for Me
Gold Answer:      [['Thunderbolt and Lightfoot', 'Paint Your Wagon', 'The Beguiled', 'Sudden Impact', 'The Outlaw Josey Wales', 'Joe Kidd', 'A Fistful of Dollars', "Coogan's Bluff", 'Heartbreak Ridge', 'Trouble with the Curve', 'The Eiger Sanction', 'Blood Work', 'Two Mules for Sister Sara', 'Where Eagles Dare', 'Unforgiven', 'True Crime', 'The Rookie', 'Escape from Alcatraz', 'Any Which Way You Can', 'Going Ape!', 'Magnum Force', 'The Gauntlet', 'Gran Torino', 'Pale Rider', 'The Bridges of Madison County', 'Absolute Power', 'In the Line of Fire', 'High Plains Drifter', 'The Good, the Bad and the Ugly', 'A Perfect World', "Kelly's Heroes", "Hang 'Em High", 'Space Cowboys', 'The Enforcer', 'Million Dollar Baby', 'Dirty Harry', 'The Dead Pool', 'Honkytonk Man', 'Firefox', 'Bronco Billy', 'City Heat', 'Tightrope', 'White Hunter Black Heart', 'For a Few Dollars More', 'Pink Cadillac']]
Predicted Ans:    For a Few Dollars More
Predicted Path:   Play Misty for Me --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> For a Few Dollars More
Path (Raw):       Play Misty for Me --[starred_actors]--> Clint Eastwood --[No Operation]--> Clint Eastwood --[(INV) starred_actors]--> For a Few Dollars More
Neg LogProb(↓):   0.686407
Path Entropy(↓):  1.677728
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the soft skin
Start Entity:     The Soft Skin
Gold Answer:      [['That Man from Rio', 'The Young Girls of Rochefort']]
Predicted Ans:    The Young Girls of Rochefort
Predicted Path:   The Soft Skin --[starred_actors]--> Françoise Dorléac --[(INV) starred_actors]--> The Young Girls of Rochefort
Path (Raw):       The Soft Skin --[starred_actors]--> Françoise Dorléac --[No Operation]--> Françoise Dorléac --[(INV) starred_actors]--> The Young Girls of Rochefort
Neg LogProb(↓):   0.118743
Path Entropy(↓):  0.464785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of stag was who
Start Entity:     Stag
Gold Answer:      [['Gavin Wilding']]
Predicted Ans:    Gavin Wilding
Predicted Path:   Stag --[directed_by]--> Gavin Wilding --[(INV) directed_by]--> Stag --[directed_by]--> Gavin Wilding
Path (Raw):       Stag --[directed_by]--> Gavin Wilding --[(INV) directed_by]--> Stag --[directed_by]--> Gavin Wilding
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by kat coiro in
Start Entity:     Kat Coiro
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kat Coiro --[(INV) directed_by]--> A Case of You --[has_genre]--> Comedy
Path (Raw):       Kat Coiro --[No Operation]--> Kat Coiro --[(INV) directed_by]--> A Case of You --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by jenny downham fall under
Start Entity:     Jenny Downham
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jenny Downham --[(INV) written_by]--> Now Is Good --[has_genre]--> Drama
Path (Raw):       Jenny Downham --[No Operation]--> Jenny Downham --[(INV) written_by]--> Now Is Good --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by the lady eve screenwriters
Start Entity:     The Lady Eve
Gold Answer:      [['Drama', 'War', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Lady Eve --[written_by]--> Preston Sturges --[(INV) written_by]--> The Lady Eve --[has_genre]--> Comedy
Path (Raw):       The Lady Eve --[written_by]--> Preston Sturges --[(INV) written_by]--> The Lady Eve --[has_genre]--> Comedy
Neg LogProb(↓):   0.344274
Path Entropy(↓):  1.175507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by terence winter
Start Entity:     Terence Winter
Gold Answer:      [['Michael Corrente', 'Martin Scorsese']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Terence Winter --[(INV) written_by]--> The Wolf of Wall Street --[directed_by]--> Martin Scorsese
Path (Raw):       Terence Winter --[No Operation]--> Terence Winter --[(INV) written_by]--> The Wolf of Wall Street --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.016252
Path Entropy(↓):  0.082530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with king of new york in
Start Entity:     King of New York
Gold Answer:      [['Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   King of New York --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Path (Raw):       King of New York --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Neg LogProb(↓):   0.593649
Path Entropy(↓):  1.082641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of flight 93
Start Entity:     Flight 93
Gold Answer:      [['Rob Lowe', 'Emilie de Ravin', 'Gary Cooper', 'Gene Hackman', 'Patrick Swayze', 'Cynthia Gibb', 'Ivan Sergei', 'Danny Glover']]
Predicted Ans:    Gary Cooper
Predicted Path:   Flight 93 --[directed_by]--> Peter Markle --[(INV) directed_by]--> High Noon --[starred_actors]--> Gary Cooper
Path (Raw):       Flight 93 --[directed_by]--> Peter Markle --[(INV) directed_by]--> High Noon --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.012422
Path Entropy(↓):  0.080659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in morvern callar
Start Entity:     Morvern Callar
Gold Answer:      [['English', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Morvern Callar --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[in_language]--> Irish
Path (Raw):       Morvern Callar --[starred_actors]--> Samantha Morton --[(INV) starred_actors]--> In America --[in_language]--> Irish
Neg LogProb(↓):   0.003675
Path Entropy(↓):  0.028513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of virginia city
Start Entity:     Virginia City
Gold Answer:      [['Errol Flynn', 'Lauren Bacall', 'Raymond Massey', 'Olivia de Havilland', 'James Cagney', 'Peggy Dow', 'James Edwards', 'Charles Boyer', 'Walter Huston', 'Ann Sheridan', 'Ronald Reagan', 'Richard Whorf', 'Arthur Kennedy', 'Joan Leslie']]
Predicted Ans:    Olivia de Havilland
Predicted Path:   Virginia City --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City --[starred_actors]--> Olivia de Havilland
Path (Raw):       Virginia City --[written_by]--> Robert Buckner --[(INV) written_by]--> Dodge City --[starred_actors]--> Olivia de Havilland
Neg LogProb(↓):   0.330097
Path Entropy(↓):  0.722449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The in - laws, when was it released
Start Entity:     The In-Laws
Gold Answer:      [['1979']]
Predicted Ans:    2003
Predicted Path:   The In-Laws --[release_year]--> 2003 --[(INV) release_year]--> Paycheck --[release_year]--> 2003
Path (Raw):       The In-Laws --[release_year]--> 2003 --[(INV) release_year]--> Paycheck --[release_year]--> 2003
Neg LogProb(↓):   2.767779
Path Entropy(↓):  4.597961
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by paulette dubost
Start Entity:     Paulette Dubost
Gold Answer:      [['Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   Paulette Dubost --[(INV) starred_actors]--> The Rules of the Game --[written_by]--> Jean Renoir
Path (Raw):       Paulette Dubost --[No Operation]--> Paulette Dubost --[(INV) starred_actors]--> The Rules of the Game --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed die hard
Start Entity:     Die Hard
Gold Answer:      [['John McTiernan']]
Predicted Ans:    John McTiernan
Predicted Path:   Die Hard --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Path (Raw):       Die Hard --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Neg LogProb(↓):   0.001143
Path Entropy(↓):  0.009388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did julianne hough star in
Start Entity:     Julianne Hough
Gold Answer:      [['Rock of Ages', 'Safe Haven', 'Paradise', 'Footloose']]
Predicted Ans:    Safe Haven
Predicted Path:   Julianne Hough --[(INV) starred_actors]--> Safe Haven --[starred_actors]--> Julianne Hough --[(INV) starred_actors]--> Safe Haven
Path (Raw):       Julianne Hough --[(INV) starred_actors]--> Safe Haven --[starred_actors]--> Julianne Hough --[(INV) starred_actors]--> Safe Haven
Neg LogProb(↓):   0.012477
Path Entropy(↓):  0.080210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is manhunter
Start Entity:     Manhunter
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Manhunter --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Manhunter --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.572606
Path Entropy(↓):  2.825825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with alfredo de villa
Start Entity:     Alfredo De Villa
Gold Answer:      [['Manny Perez']]
Predicted Ans:    Alfredo De Villa
Predicted Path:   Alfredo De Villa --[(INV) written_by]--> Washington Heights --[written_by]--> Alfredo De Villa
Path (Raw):       Alfredo De Villa --[No Operation]--> Alfredo De Villa --[(INV) written_by]--> Washington Heights --[written_by]--> Alfredo De Villa
Neg LogProb(↓):   0.000220
Path Entropy(↓):  0.002071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in jean guinee written movies
Start Entity:     Jean Guinée
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jean Guinée --[(INV) written_by]--> L'Atalante --[in_language]--> French
Path (Raw):       Jean Guinée --[No Operation]--> Jean Guinée --[(INV) written_by]--> L'Atalante --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie blow out were in which languages
Start Entity:     Blow Out
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Blow Out --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[in_language]--> French
Path (Raw):       Blow Out --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[in_language]--> French
Neg LogProb(↓):   0.006371
Path Entropy(↓):  0.047598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with wah - wah in
Start Entity:     Wah-Wah
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Wah-Wah --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> Jack the Giant Slayer --[in_language]--> English
Path (Raw):       Wah-Wah --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> Jack the Giant Slayer --[in_language]--> English
Neg LogProb(↓):   0.005752
Path Entropy(↓):  0.040521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of linas phillips starred movies
Start Entity:     Linas Phillips
Gold Answer:      [['Paul Lazar', 'Jim Fletcher']]
Predicted Ans:    Paul Lazar
Predicted Path:   Linas Phillips --[(INV) starred_actors]--> Bass Ackwards --[written_by]--> Paul Lazar
Path (Raw):       Linas Phillips --[No Operation]--> Linas Phillips --[(INV) starred_actors]--> Bass Ackwards --[written_by]--> Paul Lazar
Neg LogProb(↓):   0.036719
Path Entropy(↓):  0.162552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie misery
Start Entity:     Misery
Gold Answer:      [['William Goldman', 'Alan Zweibel', 'Mark Andrus', 'Stephen King', 'Erlend Loe', 'Aaron Sorkin', 'Ted Griffin', 'Wendelin Van Draanen', 'Nora Ephron', 'Guy Thomas', 'Justin Zackham', 'Rob Reiner', 'Jonathan Roberts']]
Predicted Ans:    Ted Griffin
Predicted Path:   Misery --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       Misery --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.065937
Path Entropy(↓):  0.334568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by estelle parsons
Start Entity:     Estelle Parsons
Gold Answer:      [['1969', '1970', '1994']]
Predicted Ans:    1969
Predicted Path:   Estelle Parsons --[(INV) starred_actors]--> Don't Drink the Water --[release_year]--> 1969
Path (Raw):       Estelle Parsons --[No Operation]--> Estelle Parsons --[(INV) starred_actors]--> Don't Drink the Water --[release_year]--> 1969
Neg LogProb(↓):   0.550399
Path Entropy(↓):  1.078068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by john carroll in
Start Entity:     John Carroll
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   John Carroll --[(INV) starred_actors]--> Flying Tigers --[has_genre]--> Drama
Path (Raw):       John Carroll --[No Operation]--> John Carroll --[(INV) starred_actors]--> Flying Tigers --[has_genre]--> Drama
Neg LogProb(↓):   0.005186
Path Entropy(↓):  0.035323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did gerard oury write
Start Entity:     Gérard Oury
Gold Answer:      [['The Mirror Has Two Faces', 'The Brain', 'Delusions of Grandeur', 'The Sucker']]
Predicted Ans:    The Sucker
Predicted Path:   Gérard Oury --[(INV) written_by]--> The Sucker --[written_by]--> Gérard Oury --[(INV) written_by]--> The Sucker
Path (Raw):       Gérard Oury --[(INV) written_by]--> The Sucker --[written_by]--> Gérard Oury --[(INV) written_by]--> The Sucker
Neg LogProb(↓):   0.017276
Path Entropy(↓):  0.101856
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of happy christmas
Start Entity:     Happy Christmas
Gold Answer:      [['Adam Wingard', 'Anna Kendrick', 'Greta Gerwig', 'Joe Swanberg', 'Jake Johnson', 'Olivia Wilde', 'Jane Adams', 'Ron Livingston']]
Predicted Ans:    Adam Wingard
Predicted Path:   Happy Christmas --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> V/H/S --[starred_actors]--> Adam Wingard
Path (Raw):       Happy Christmas --[directed_by]--> Joe Swanberg --[(INV) directed_by]--> V/H/S --[starred_actors]--> Adam Wingard
Neg LogProb(↓):   0.488573
Path Entropy(↓):  1.018820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of collateral
Start Entity:     Collateral
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Collateral --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Collateral --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.214458
Path Entropy(↓):  3.940005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about istvan szabo
Start Entity:     istván szabó
Gold Answer:      [['Sunshine', 'Mephisto', 'Being Julia']]
Predicted Ans:    Mephisto
Predicted Path:   istván szabó --[(INV) has_tags]--> Mephisto --[has_tags]--> istván szabó --[(INV) has_tags]--> Mephisto
Path (Raw):       istván szabó --[(INV) has_tags]--> Mephisto --[has_tags]--> istván szabó --[(INV) has_tags]--> Mephisto
Neg LogProb(↓):   0.210216
Path Entropy(↓):  0.531491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did kim powers write
Start Entity:     Kim Powers
Gold Answer:      [['Finding North']]
Predicted Ans:    Finding North
Predicted Path:   Kim Powers --[(INV) written_by]--> Finding North --[written_by]--> Kim Powers --[(INV) written_by]--> Finding North
Path (Raw):       Kim Powers --[(INV) written_by]--> Finding North --[written_by]--> Kim Powers --[(INV) written_by]--> Finding North
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by matthew j. munn were in which genres
Start Entity:     Matthew J. Munn
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Matthew J. Munn --[(INV) starred_actors]--> Open Season 3 --[has_genre]--> Comedy
Path (Raw):       Matthew J. Munn --[No Operation]--> Matthew J. Munn --[(INV) starred_actors]--> Open Season 3 --[has_genre]--> Comedy
Neg LogProb(↓):   0.000884
Path Entropy(↓):  0.007094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the virgin suicides director
Start Entity:     The Virgin Suicides
Gold Answer:      [['French']]
Predicted Ans:    The Bling Ring
Predicted Path:   The Virgin Suicides --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> The Bling Ring
Path (Raw):       The Virgin Suicides --[directed_by]--> Sofia Coppola --[(INV) directed_by]--> The Bling Ring --[No Operation]--> The Bling Ring
Neg LogProb(↓):   0.311195
Path Entropy(↓):  0.648166
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies written by the writer of nice guy johnny
Start Entity:     Nice Guy Johnny
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Nice Guy Johnny --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Comedy
Path (Raw):       Nice Guy Johnny --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Comedy
Neg LogProb(↓):   0.853002
Path Entropy(↓):  1.298473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by samuel newman
Start Entity:     Samuel Newman
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Samuel Newman --[(INV) written_by]--> Voodoo Tiger --[has_genre]--> Adventure
Path (Raw):       Samuel Newman --[No Operation]--> Samuel Newman --[(INV) written_by]--> Voodoo Tiger --[has_genre]--> Adventure
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by firecreek actors release
Start Entity:     Firecreek
Gold Answer:      [['1970', '1946', '1954', '1959', '1993', '1936', '1935', '1941', '1977', '1968', '1963', '1939', '1957', '1951', '1953', '1947', '1956', '1943', '1976', '1948', '1971', '1989', '1942', '1940', '1938', '1996', '1981', '1961', '1955', '1962', '1934', '1964', '1949', '1966', '1950', '1965', '1999', '1937', '1952', '1958']]
Predicted Ans:    1948
Predicted Path:   Firecreek --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Path (Raw):       Firecreek --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   1.364468
Path Entropy(↓):  2.644945
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote like crazy
Start Entity:     Like Crazy
Gold Answer:      [['Drake Doremus', 'Ben York Jones']]
Predicted Ans:    Ben York Jones
Predicted Path:   Like Crazy --[written_by]--> Ben York Jones --[(INV) written_by]--> Like Crazy --[written_by]--> Ben York Jones
Path (Raw):       Like Crazy --[written_by]--> Ben York Jones --[(INV) written_by]--> Like Crazy --[written_by]--> Ben York Jones
Neg LogProb(↓):   0.604666
Path Entropy(↓):  0.851000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ivana karbanova were in which genres
Start Entity:     Ivana Karbanová
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ivana Karbanová --[(INV) starred_actors]--> Daisies --[has_genre]--> Comedy
Path (Raw):       Ivana Karbanová --[No Operation]--> Ivana Karbanová --[(INV) starred_actors]--> Daisies --[has_genre]--> Comedy
Neg LogProb(↓):   0.398022
Path Entropy(↓):  0.633006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by david zelag goodman release
Start Entity:     David Zelag Goodman
Gold Answer:      [['1971', '1976', '2011']]
Predicted Ans:    1971
Predicted Path:   David Zelag Goodman --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Path (Raw):       David Zelag Goodman --[No Operation]--> David Zelag Goodman --[(INV) written_by]--> Straw Dogs --[release_year]--> 1971
Neg LogProb(↓):   1.201520
Path Entropy(↓):  1.570246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie ulysses
Start Entity:     Ulysses
Gold Answer:      [['Piero Tellini', 'Harvey Weitzman', 'Vittorio de Benedetti', 'Michael Hoffman', 'John Farris', 'Nikos Kazantzakis', 'Les Crutchfield', 'Robert Wyler', 'Rod Serling', 'John Patrick', 'Sidney Kingsley', 'Alistair MacLean', 'Melville Shavelson', 'Arnold Schulman', 'William Rose', 'Ben Maddow', 'Robert Crichton', 'Philip Yordan', 'Robert Benton', 'James Bassett', 'Vittorio Nino Novarese', 'Howard Rigsby', 'Clair Huffaker', 'Robert Alan Aurthur', 'John Fowles', 'John Steinbeck', 'Mark Miller', 'Stewart Raffill', 'Billy Wilder', 'Humphrey Cobb', 'Stanley Kubrick', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Robert Rossen', 'Wendell Mayes', 'Daniel Mainwaring', 'Frank Butler', 'Charles Martin', 'Giuseppe De Santis', 'Victor Hugo', 'Oakley Hall', 'Joseph L. Mankiewicz', 'Lowell Ganz', 'Babaloo Mandel', 'Edward Abbey', 'John Collier', 'William Shakespeare', 'John Klempner', 'David Newman', 'Leon Uris', 'George Froeschel', 'Manfred Gregor', 'Jan Lustig', 'Luchino Visconti', 'Pär Lagerkvist', 'Irving Stone', 'Norman Corwin', 'Allan Aaron Katz', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Vera Caspary', 'David Twohy', 'Evan Hunter', 'Elia Kazan', 'Ring Lardner', 'Ivan Goff', 'Ben Roberts', 'Jacqueline Susann', 'Don Hartman', 'Emeric Pressburger', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Jean Shepherd', 'Charles Schnee', 'George Bradshaw', 'Irwin Shaw', 'Jim Harrison', 'Walter Van Tilburg Clark', 'Charles W. Bailey II', 'Fletcher Knebel', 'Jules Verne', 'John Barry', 'Martin Amis', 'Cesare Zavattini', 'Howard Fast', 'Pier Paolo Pasolini', 'Dalton Trumbo', 'William Roberts', 'Robert Mark Kamen', 'James Poe', 'Alf Sjöberg', 'Lewis John Carlino', 'Christopher Knopf', 'Edison Marshall']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Ulysses --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[written_by]--> Dalton Trumbo
Path (Raw):       Ulysses --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Spartacus --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.847016
Path Entropy(↓):  2.152055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film monsieur hire were released in which years
Start Entity:     Monsieur Hire
Gold Answer:      [['2009', '2003', '1985', '2002', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Monsieur Hire --[starred_actors]--> Michel Blanc --[(INV) starred_actors]--> The Witnesses --[release_year]--> 2007
Path (Raw):       Monsieur Hire --[starred_actors]--> Michel Blanc --[(INV) starred_actors]--> The Witnesses --[release_year]--> 2007
Neg LogProb(↓):   0.408396
Path Entropy(↓):  0.950087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with stephen p. lindsey
Start Entity:     Stephen P. Lindsey
Gold Answer:      [['Luis Ugaz']]
Predicted Ans:    Stephen P. Lindsey
Predicted Path:   Stephen P. Lindsey --[(INV) written_by]--> Christmas in Conway --[written_by]--> Stephen P. Lindsey
Path (Raw):       Stephen P. Lindsey --[No Operation]--> Stephen P. Lindsey --[(INV) written_by]--> Christmas in Conway --[written_by]--> Stephen P. Lindsey
Neg LogProb(↓):   0.085757
Path Entropy(↓):  0.284068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of a walk in the clouds
Start Entity:     A Walk in the Clouds
Gold Answer:      [['Portrait in Black', 'Road to Morocco', 'Against All Flags', 'The Black Orchid', 'Feeling Minnesota', 'Speed', "Something's Gotta Give", 'Lion of the Desert', 'Darkness', 'The Day the Earth Stood Still', 'A Scanner Darkly', 'The Magus', 'The Matrix', 'Love and Anarchy', 'The Guns of Navarone', 'The Replacements', 'The Hunchback of Notre Dame', 'Zorba the Greek', 'John Wick', 'Point Break', 'High Risk', 'Revenge', 'Swept Away', 'Requiem for a Heavyweight', 'Seven Beauties', 'The Visit', 'Ulysses', "Henry's Crime", 'Viva Zapata!', 'The Secret of Santa Vittoria', 'The Ox-Bow Incident', 'Back to Bataan', 'The Last Time I Committed Suicide', 'Man of Tai Chi', 'Warlock', 'The Prince of Pennsylvania', 'Last Train from Gun Hill', 'Sweet November', 'Barabbas', 'The Gift', 'Street Kings', 'Generation Um...', 'Lust for Life', 'Behold a Pale Horse', 'Avenging Angelo', 'Constantine', 'My Own Private Idaho', 'Wild Is the Wind', "River's Edge", 'La Strada', 'The Don Is Dead', 'A High Wind in Jamaica', 'The Lake House', 'Attila', 'Little Buddha', 'The Watcher', 'Johnny Mnemonic', '47 Ronin', 'Chain Reaction']]
Predicted Ans:    47 Ronin
Predicted Path:   A Walk in the Clouds --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin
Path (Raw):       A Walk in the Clouds --[starred_actors]--> Keanu Reeves --[No Operation]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin
Neg LogProb(↓):   0.065027
Path Entropy(↓):  0.346055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of maximilian schell starred movies
Start Entity:     Maximilian Schell
Gold Answer:      [['Eric Ambler', 'John Fante', 'Joseph Petracca', 'Chaim Potok', 'Monja Danischewsky']]
Predicted Ans:    Chaim Potok
Predicted Path:   Maximilian Schell --[(INV) starred_actors]--> The Chosen --[written_by]--> Chaim Potok
Path (Raw):       Maximilian Schell --[No Operation]--> Maximilian Schell --[(INV) starred_actors]--> The Chosen --[written_by]--> Chaim Potok
Neg LogProb(↓):   0.054224
Path Entropy(↓):  0.221157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with man about town fall under
Start Entity:     Man About Town
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Man About Town --[directed_by]--> Mike Binder --[(INV) directed_by]--> Crossing the Bridge --[has_genre]--> Drama
Path (Raw):       Man About Town --[directed_by]--> Mike Binder --[(INV) directed_by]--> Crossing the Bridge --[has_genre]--> Drama
Neg LogProb(↓):   0.953044
Path Entropy(↓):  0.895243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by meredith scott lynn were released in which years
Start Entity:     Meredith Scott Lynn
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Meredith Scott Lynn --[(INV) starred_actors]--> Billy's Hollywood Screen Kiss --[release_year]--> 1998
Path (Raw):       Meredith Scott Lynn --[No Operation]--> Meredith Scott Lynn --[(INV) starred_actors]--> Billy's Hollywood Screen Kiss --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by seijun suzuki
Start Entity:     Seijun Suzuki
Gold Answer:      [['1963', '1964', '1966', '2001', '2005', '1965', '1967']]
Predicted Ans:    1966
Predicted Path:   Seijun Suzuki --[(INV) directed_by]--> Tokyo Drifter --[release_year]--> 1966
Path (Raw):       Seijun Suzuki --[No Operation]--> Seijun Suzuki --[(INV) directed_by]--> Tokyo Drifter --[release_year]--> 1966
Neg LogProb(↓):   0.906417
Path Entropy(↓):  1.547761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with peta wilson
Start Entity:     Peta Wilson
Gold Answer:      [['Tony Curran', 'Sean Connery', 'Naseeruddin Shah']]
Predicted Ans:    Sean Connery
Predicted Path:   Peta Wilson --[(INV) starred_actors]--> The League of Extraordinary Gentlemen --[starred_actors]--> Sean Connery
Path (Raw):       Peta Wilson --[No Operation]--> Peta Wilson --[(INV) starred_actors]--> The League of Extraordinary Gentlemen --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.002581
Path Entropy(↓):  0.020184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing beyond all boundaries
Start Entity:     Beyond All Boundaries
Gold Answer:      [['short film', 'world war ii']]
Predicted Ans:    short film
Predicted Path:   Beyond All Boundaries --[has_tags]--> short film --[(INV) has_tags]--> Beyond All Boundaries --[has_tags]--> short film
Path (Raw):       Beyond All Boundaries --[has_tags]--> short film --[(INV) has_tags]--> Beyond All Boundaries --[has_tags]--> short film
Neg LogProb(↓):   0.398058
Path Entropy(↓):  0.647003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by alonso mayo
Start Entity:     Alonso Mayo
Gold Answer:      [['Lou Taylor Pucci', 'Cary Elwes']]
Predicted Ans:    Lou Taylor Pucci
Predicted Path:   Alonso Mayo --[(INV) written_by]--> The Story of Luke --[starred_actors]--> Lou Taylor Pucci
Path (Raw):       Alonso Mayo --[No Operation]--> Alonso Mayo --[(INV) written_by]--> The Story of Luke --[starred_actors]--> Lou Taylor Pucci
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by wayne kramer fall under
Start Entity:     Wayne Kramer
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Wayne Kramer --[(INV) directed_by]--> The Cooler --[has_genre]--> Drama
Path (Raw):       Wayne Kramer --[No Operation]--> Wayne Kramer --[(INV) directed_by]--> The Cooler --[has_genre]--> Drama
Neg LogProb(↓):   0.020642
Path Entropy(↓):  0.100307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed houseboat
Start Entity:     Houseboat
Gold Answer:      [['Melville Shavelson']]
Predicted Ans:    Melville Shavelson
Predicted Path:   Houseboat --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> A New Kind of Love --[directed_by]--> Melville Shavelson
Path (Raw):       Houseboat --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> A New Kind of Love --[directed_by]--> Melville Shavelson
Neg LogProb(↓):   0.418180
Path Entropy(↓):  1.057865
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does chevy chase appear in
Start Entity:     Chevy Chase
Gold Answer:      [['Memoirs of an Invisible Man', 'Fletch', 'The Groove Tube', 'Caddyshack', '¡Three Amigos!', 'Fletch Lives', "National Lampoon's Vacation", 'Zoom', 'Foul Play', 'Under the Rainbow', 'Vegas Vacation', 'Modern Problems', 'Deal of the Century', 'Funny Farm', 'Man of the House', 'Spies Like Us', 'Seems Like Old Times']]
Predicted Ans:    Seems Like Old Times
Predicted Path:   Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times
Path (Raw):       Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times
Neg LogProb(↓):   0.040060
Path Entropy(↓):  0.224449
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does tony curran appear in
Start Entity:     Tony Curran
Gold Answer:      [['The Veteran', 'The League of Extraordinary Gentlemen', 'Shuttle']]
Predicted Ans:    Shuttle
Predicted Path:   Tony Curran --[(INV) starred_actors]--> Shuttle --[starred_actors]--> Cameron Goodman --[(INV) starred_actors]--> Shuttle
Path (Raw):       Tony Curran --[(INV) starred_actors]--> Shuttle --[starred_actors]--> Cameron Goodman --[(INV) starred_actors]--> Shuttle
Neg LogProb(↓):   0.161229
Path Entropy(↓):  0.598716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ben maddow starred which actors
Start Entity:     Ben Maddow
Gold Answer:      [['Hardy Krüger', 'Anthony Quinn', 'Virna Lisi', 'Aldo Ray', 'Anna Magnani', 'Robert Ryan']]
Predicted Ans:    Robert Ryan
Predicted Path:   Ben Maddow --[(INV) written_by]--> Men in War --[starred_actors]--> Robert Ryan
Path (Raw):       Ben Maddow --[No Operation]--> Ben Maddow --[(INV) written_by]--> Men in War --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.045626
Path Entropy(↓):  0.188579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by gary david goldberg
Start Entity:     Gary David Goldberg
Gold Answer:      [['1995', '2005', '1989']]
Predicted Ans:    2005
Predicted Path:   Gary David Goldberg --[(INV) written_by]--> Must Love Dogs --[release_year]--> 2005
Path (Raw):       Gary David Goldberg --[No Operation]--> Gary David Goldberg --[(INV) written_by]--> Must Love Dogs --[release_year]--> 2005
Neg LogProb(↓):   0.009375
Path Entropy(↓):  0.059249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the matriarch released
Start Entity:     The Matriarch
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The Matriarch --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       The Matriarch --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.104476
Path Entropy(↓):  4.620568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by erik patterson
Start Entity:     Erik Patterson
Gold Answer:      [['Debby Ryan']]
Predicted Ans:    Debby Ryan
Predicted Path:   Erik Patterson --[(INV) written_by]--> Radio Rebel --[starred_actors]--> Debby Ryan
Path (Raw):       Erik Patterson --[No Operation]--> Erik Patterson --[(INV) written_by]--> Radio Rebel --[starred_actors]--> Debby Ryan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the americanization of emily
Start Entity:     The Americanization of Emily
Gold Answer:      [['Sidney Lumet', 'Ken Russell', 'Delbert Mann', 'Richard Brooks', 'Joshua Logan', 'Elia Kazan', 'Arthur Hiller']]
Predicted Ans:    Arthur Hiller
Predicted Path:   The Americanization of Emily --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[directed_by]--> Arthur Hiller
Path (Raw):       The Americanization of Emily --[written_by]--> Paddy Chayefsky --[(INV) written_by]--> The Hospital --[directed_by]--> Arthur Hiller
Neg LogProb(↓):   0.005315
Path Entropy(↓):  0.037333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did gordon chan direct
Start Entity:     Gordon Chan
Gold Answer:      [['King of Beggars', 'Painted Skin', 'Thunderbolt', 'The Medallion', 'Fist of Legend']]
Predicted Ans:    Painted Skin
Predicted Path:   Gordon Chan --[(INV) directed_by]--> Painted Skin --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Painted Skin
Path (Raw):       Gordon Chan --[(INV) directed_by]--> Painted Skin --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Painted Skin
Neg LogProb(↓):   1.473535
Path Entropy(↓):  2.358677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with nancy savoca
Start Entity:     Nancy Savoca
Gold Answer:      [['Francine Prose']]
Predicted Ans:    Nancy Savoca
Predicted Path:   Nancy Savoca --[(INV) written_by]--> Household Saints --[written_by]--> Nancy Savoca
Path (Raw):       Nancy Savoca --[No Operation]--> Nancy Savoca --[(INV) written_by]--> Household Saints --[written_by]--> Nancy Savoca
Neg LogProb(↓):   0.395953
Path Entropy(↓):  0.714871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies written by tracy letts
Start Entity:     Tracy Letts
Gold Answer:      [['Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Tracy Letts --[(INV) written_by]--> Bug --[has_genre]--> Horror
Path (Raw):       Tracy Letts --[No Operation]--> Tracy Letts --[(INV) written_by]--> Bug --[has_genre]--> Horror
Neg LogProb(↓):   0.693149
Path Entropy(↓):  0.693179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the betrayed
Start Entity:     The Betrayed
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The Betrayed --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       The Betrayed --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.407283
Path Entropy(↓):  4.537304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what desert hearts is about
Start Entity:     Desert Hearts
Gold Answer:      [['lesbian']]
Predicted Ans:    lesbian
Predicted Path:   Desert Hearts --[has_tags]--> lesbian --[(INV) has_tags]--> Claire of the Moon --[has_tags]--> lesbian
Path (Raw):       Desert Hearts --[has_tags]--> lesbian --[(INV) has_tags]--> Claire of the Moon --[has_tags]--> lesbian
Neg LogProb(↓):   0.050076
Path Entropy(↓):  0.257955
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the house of the devil also starred in which movies
Start Entity:     The House of the Devil
Gold Answer:      [['The Wife', 'Scenes from the Class Struggle in Beverly Hills', 'Silent Night, Bloody Night']]
Predicted Ans:    Scenes from the Class Struggle in Beverly Hills
Predicted Path:   The House of the Devil --[starred_actors]--> Mary Woronov --[(INV) starred_actors]--> Scenes from the Class Struggle in Beverly Hills
Path (Raw):       The House of the Devil --[starred_actors]--> Mary Woronov --[No Operation]--> Mary Woronov --[(INV) starred_actors]--> Scenes from the Class Struggle in Beverly Hills
Neg LogProb(↓):   0.277172
Path Entropy(↓):  0.601969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by tom gustafson
Start Entity:     Tom Gustafson
Gold Answer:      [['Judy McLane', 'Zelda Williams', 'Wendy Robie', 'Tanner Cohen']]
Predicted Ans:    Wendy Robie
Predicted Path:   Tom Gustafson --[(INV) directed_by]--> Were the World Mine --[starred_actors]--> Wendy Robie
Path (Raw):       Tom Gustafson --[No Operation]--> Tom Gustafson --[(INV) directed_by]--> Were the World Mine --[starred_actors]--> Wendy Robie
Neg LogProb(↓):   0.000847
Path Entropy(↓):  0.007740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by father hood actors release
Start Entity:     Father Hood
Gold Answer:      [['2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2004', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2013', '1997', '1950', '2005', '1991', '1987', '1986', '1937']]
Predicted Ans:    1985
Predicted Path:   Father Hood --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Path (Raw):       Father Hood --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Neg LogProb(↓):   0.863029
Path Entropy(↓):  1.806913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is the hit list
Start Entity:     The Hit List
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   The Hit List --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       The Hit List --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   2.091176
Path Entropy(↓):  3.344092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film portrait in black
Start Entity:     Portrait in Black
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Portrait in Black --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Portrait in Black --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.148393
Path Entropy(↓):  4.526620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by brooklyn decker
Start Entity:     Brooklyn Decker
Gold Answer:      [['Joe Carnahan']]
Predicted Ans:    Peter Berg
Predicted Path:   Brooklyn Decker --[(INV) starred_actors]--> Battleship --[directed_by]--> Peter Berg
Path (Raw):       Brooklyn Decker --[No Operation]--> Brooklyn Decker --[(INV) starred_actors]--> Battleship --[directed_by]--> Peter Berg
Neg LogProb(↓):   0.003071
Path Entropy(↓):  0.020807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with latter days fall under
Start Entity:     Latter Days
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Latter Days --[directed_by]--> C. Jay Cox --[(INV) directed_by]--> Latter Days --[has_genre]--> Comedy
Path (Raw):       Latter Days --[directed_by]--> C. Jay Cox --[(INV) directed_by]--> Latter Days --[has_genre]--> Comedy
Neg LogProb(↓):   0.623627
Path Entropy(↓):  0.865907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by nana actors
Start Entity:     Nana
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nana --[starred_actors]--> Aoi Miyazaki --[(INV) starred_actors]--> Eureka --[has_genre]--> Drama
Path (Raw):       Nana --[starred_actors]--> Aoi Miyazaki --[(INV) starred_actors]--> Eureka --[has_genre]--> Drama
Neg LogProb(↓):   0.000383
Path Entropy(↓):  0.003536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by tara lynne barr were released in which years
Start Entity:     Tara Lynne Barr
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Tara Lynne Barr --[(INV) starred_actors]--> God Bless America --[release_year]--> 2011
Path (Raw):       Tara Lynne Barr --[No Operation]--> Tara Lynne Barr --[(INV) starred_actors]--> God Bless America --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by collier young
Start Entity:     Collier Young
Gold Answer:      [['Don Siegel', 'Fred Zinnemann', 'Ida Lupino']]
Predicted Ans:    Ida Lupino
Predicted Path:   Collier Young --[(INV) written_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Path (Raw):       Collier Young --[No Operation]--> Collier Young --[(INV) written_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Neg LogProb(↓):   0.019354
Path Entropy(↓):  0.106781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does stephen gevedon appear in
Start Entity:     Stephen Gevedon
Gold Answer:      [['Session 9']]
Predicted Ans:    Session 9
Predicted Path:   Stephen Gevedon --[(INV) starred_actors]--> Session 9 --[starred_actors]--> Stephen Gevedon --[(INV) starred_actors]--> Session 9
Path (Raw):       Stephen Gevedon --[(INV) starred_actors]--> Session 9 --[starred_actors]--> Stephen Gevedon --[(INV) starred_actors]--> Session 9
Neg LogProb(↓):   0.268263
Path Entropy(↓):  0.546441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by dorothy ann puzo
Start Entity:     Dorothy Ann Puzo
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Dorothy Ann Puzo --[(INV) written_by]--> Cold Steel --[has_genre]--> Thriller
Path (Raw):       Dorothy Ann Puzo --[No Operation]--> Dorothy Ann Puzo --[(INV) written_by]--> Cold Steel --[has_genre]--> Thriller
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the good shepherd were directed by who
Start Entity:     The Good Shepherd
Gold Answer:      [['Michael Mann', 'David Fincher', 'Kevin Costner', 'Curtis Hanson', 'Steven Spielberg']]
Predicted Ans:    Michael Mann
Predicted Path:   The Good Shepherd --[written_by]--> Eric Roth --[(INV) written_by]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       The Good Shepherd --[written_by]--> Eric Roth --[(INV) written_by]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.048763
Path Entropy(↓):  0.221839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by ernest r. dickerson were released in which years
Start Entity:     Ernest R. Dickerson
Gold Answer:      [['1994', '1992', '2004']]
Predicted Ans:    1994
Predicted Path:   Ernest R. Dickerson --[(INV) directed_by]--> Surviving the Game --[release_year]--> 1994
Path (Raw):       Ernest R. Dickerson --[No Operation]--> Ernest R. Dickerson --[(INV) directed_by]--> Surviving the Game --[release_year]--> 1994
Neg LogProb(↓):   0.153359
Path Entropy(↓):  0.464055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of payback
Start Entity:     Payback
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Payback --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Path (Raw):       Payback --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Neg LogProb(↓):   0.078776
Path Entropy(↓):  0.275287
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by andrea vergara
Start Entity:     Andrea Vergara
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Andrea Vergara --[(INV) starred_actors]--> Heli --[has_genre]--> Drama
Path (Raw):       Andrea Vergara --[No Operation]--> Andrea Vergara --[(INV) starred_actors]--> Heli --[has_genre]--> Drama
Neg LogProb(↓):   0.029433
Path Entropy(↓):  0.131263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie breakdown were in which genres
Start Entity:     Breakdown
Gold Answer:      [['War', 'Action']]
Predicted Ans:    Action
Predicted Path:   Breakdown --[directed_by]--> Jonathan Mostow --[(INV) directed_by]--> Surrogates --[has_genre]--> Action
Path (Raw):       Breakdown --[directed_by]--> Jonathan Mostow --[(INV) directed_by]--> Surrogates --[has_genre]--> Action
Neg LogProb(↓):   0.160425
Path Entropy(↓):  0.420802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is assassination of a high school president
Start Entity:     Assassination of a High School President
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Assassination of a High School President --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Assassination of a High School President --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.272248
Path Entropy(↓):  4.431914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is liar liar
Start Entity:     Liar Liar
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Liar Liar --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Liar Liar --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.485441
Path Entropy(↓):  4.343240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the dark horse
Start Entity:     The Dark Horse
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Dark Horse --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[has_genre]--> Drama
Path (Raw):       The Dark Horse --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[has_genre]--> Drama
Neg LogProb(↓):   0.837867
Path Entropy(↓):  1.984862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by arthur miller
Start Entity:     Arthur Miller
Gold Answer:      [['Documentary', 'History']]
Predicted Ans:    Documentary
Predicted Path:   Arthur Miller --[(INV) starred_actors]--> Brooklyn Bridge --[has_genre]--> Documentary
Path (Raw):       Arthur Miller --[No Operation]--> Arthur Miller --[(INV) starred_actors]--> Brooklyn Bridge --[has_genre]--> Documentary
Neg LogProb(↓):   0.001067
Path Entropy(↓):  0.009051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by george sessions perry
Start Entity:     George Sessions Perry
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   George Sessions Perry --[(INV) written_by]--> The Southerner --[release_year]--> 1945
Path (Raw):       George Sessions Perry --[No Operation]--> George Sessions Perry --[(INV) written_by]--> The Southerner --[release_year]--> 1945
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by greta scacchi were in which genres
Start Entity:     Greta Scacchi
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Greta Scacchi --[(INV) starred_actors]--> Shattered --[has_genre]--> Thriller
Path (Raw):       Greta Scacchi --[No Operation]--> Greta Scacchi --[(INV) starred_actors]--> Shattered --[has_genre]--> Thriller
Neg LogProb(↓):   0.371263
Path Entropy(↓):  0.619498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by justin haythe
Start Entity:     Justin Haythe
Gold Answer:      [['Pieter Jan Brugge']]
Predicted Ans:    Pieter Jan Brugge
Predicted Path:   Justin Haythe --[(INV) written_by]--> The Clearing --[directed_by]--> Pieter Jan Brugge
Path (Raw):       Justin Haythe --[No Operation]--> Justin Haythe --[(INV) written_by]--> The Clearing --[directed_by]--> Pieter Jan Brugge
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed into the sun
Start Entity:     Into the Sun
Gold Answer:      [['mink']]
Predicted Ans:    mink
Predicted Path:   Into the Sun --[directed_by]--> mink --[(INV) directed_by]--> Into the Sun --[directed_by]--> mink
Path (Raw):       Into the Sun --[directed_by]--> mink --[(INV) directed_by]--> Into the Sun --[directed_by]--> mink
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film head on
Start Entity:     Head On
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Head On --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       Head On --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   2.899872
Path Entropy(↓):  4.596972
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film for love or money
Start Entity:     For Love or Money
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   For Love or Money --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       For Love or Money --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.343364
Path Entropy(↓):  4.609825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Yash chopra was the director of which films
Start Entity:     Yash Chopra
Gold Answer:      [['Darr', 'Veer-Zaara', 'Deewaar']]
Predicted Ans:    Veer-Zaara
Predicted Path:   Yash Chopra --[(INV) directed_by]--> Veer-Zaara --[directed_by]--> Yash Chopra --[(INV) directed_by]--> Veer-Zaara
Path (Raw):       Yash Chopra --[(INV) directed_by]--> Veer-Zaara --[directed_by]--> Yash Chopra --[(INV) directed_by]--> Veer-Zaara
Neg LogProb(↓):   0.750706
Path Entropy(↓):  1.621264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of revengers tragedy
Start Entity:     Revengers Tragedy
Gold Answer:      [['1986', '1996', '1984', '1987']]
Predicted Ans:    1984
Predicted Path:   Revengers Tragedy --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[release_year]--> 1984
Path (Raw):       Revengers Tragedy --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[release_year]--> 1984
Neg LogProb(↓):   0.101518
Path Entropy(↓):  0.413753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did iginio ugo tarchetti write the story for
Start Entity:     Iginio Ugo Tarchetti
Gold Answer:      [['Passion of Love']]
Predicted Ans:    We All Loved Each Other So Much
Predicted Path:   Iginio Ugo Tarchetti --[(INV) written_by]--> Passion of Love --[written_by]--> Ettore Scola --[(INV) written_by]--> We All Loved Each Other So Much
Path (Raw):       Iginio Ugo Tarchetti --[(INV) written_by]--> Passion of Love --[written_by]--> Ettore Scola --[(INV) written_by]--> We All Loved Each Other So Much
Neg LogProb(↓):   0.345405
Path Entropy(↓):  0.848025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of the box
Start Entity:     The Box
Gold Answer:      [['2001', '2006']]
Predicted Ans:    2009
Predicted Path:   The Box --[directed_by]--> Richard Kelly --[(INV) directed_by]--> The Box --[release_year]--> 2009
Path (Raw):       The Box --[directed_by]--> Richard Kelly --[(INV) directed_by]--> The Box --[release_year]--> 2009
Neg LogProb(↓):   0.846043
Path Entropy(↓):  1.421232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie clear history are written by who
Start Entity:     Clear History
Gold Answer:      [['Andrew Dodge', 'Judi Barrett', 'Pinchas Perry', 'Arnold M. Stone', 'Craig Johnson', 'John Francis Daley', 'Pam Brady', 'Ron Barrett', 'Erica Rivinoja', 'Christopher Miller', 'Phil Lord', 'Paul Thomas Anderson', 'Donald Freed', 'Woody Allen']]
Predicted Ans:    Judi Barrett
Predicted Path:   Clear History --[starred_actors]--> Bill Hader --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[written_by]--> Judi Barrett
Path (Raw):       Clear History --[starred_actors]--> Bill Hader --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs --[written_by]--> Judi Barrett
Neg LogProb(↓):   2.020043
Path Entropy(↓):  2.745597
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the blind sunflowers
Start Entity:     The Blind Sunflowers
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Blind Sunflowers --[written_by]--> José Luis Cuerda --[(INV) written_by]--> Amanece, que no es poco --[in_language]--> Spanish
Path (Raw):       The Blind Sunflowers --[written_by]--> José Luis Cuerda --[(INV) written_by]--> Amanece, que no es poco --[in_language]--> Spanish
Neg LogProb(↓):   0.002213
Path Entropy(↓):  0.017158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in we own the night
Start Entity:     We Own the Night
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   We Own the Night --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> It's All About Love --[in_language]--> English
Path (Raw):       We Own the Night --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> It's All About Love --[in_language]--> English
Neg LogProb(↓):   0.003692
Path Entropy(↓):  0.028639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by nell cattrysse
Start Entity:     Nell Cattrysse
Gold Answer:      [['Johan Heldenbergh', 'Felix van Groeningen', 'Mieke Dobbels']]
Predicted Ans:    Felix van Groeningen
Predicted Path:   Nell Cattrysse --[(INV) starred_actors]--> The Broken Circle Breakdown --[written_by]--> Felix van Groeningen
Path (Raw):       Nell Cattrysse --[No Operation]--> Nell Cattrysse --[(INV) starred_actors]--> The Broken Circle Breakdown --[written_by]--> Felix van Groeningen
Neg LogProb(↓):   0.150297
Path Entropy(↓):  0.497370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in faster also appears in which movies
Start Entity:     Faster
Gold Answer:      [['Tooth Fairy', 'Snitch', 'Planet 51', 'Get Smart', 'Empire State', 'Hercules', 'Race to Witch Mountain']]
Predicted Ans:    Hercules
Predicted Path:   Faster --[starred_actors]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules
Path (Raw):       Faster --[starred_actors]--> Dwayne Johnson --[No Operation]--> Dwayne Johnson --[(INV) starred_actors]--> Hercules
Neg LogProb(↓):   0.007785
Path Entropy(↓):  0.048123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film kick - ass 2
Start Entity:     Kick-Ass 2
Gold Answer:      [['Jeff Wadlow']]
Predicted Ans:    Jeff Wadlow
Predicted Path:   Kick-Ass 2 --[directed_by]--> Jeff Wadlow --[(INV) directed_by]--> Kick-Ass 2 --[directed_by]--> Jeff Wadlow
Path (Raw):       Kick-Ass 2 --[directed_by]--> Jeff Wadlow --[(INV) directed_by]--> Kick-Ass 2 --[directed_by]--> Jeff Wadlow
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was running on empty released
Start Entity:     Running on Empty
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Running on Empty --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Path (Raw):       Running on Empty --[release_year]--> 1988 --[(INV) release_year]--> Patty Hearst --[release_year]--> 1988
Neg LogProb(↓):   2.796888
Path Entropy(↓):  4.234272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed hana and alice
Start Entity:     Hana and Alice
Gold Answer:      [['Etsushi Toyokawa', 'Miho Nakayama', 'Takako Matsu']]
Predicted Ans:    Etsushi Toyokawa
Predicted Path:   Hana and Alice --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> Love Letter --[starred_actors]--> Etsushi Toyokawa
Path (Raw):       Hana and Alice --[directed_by]--> Shunji Iwai --[(INV) directed_by]--> Love Letter --[starred_actors]--> Etsushi Toyokawa
Neg LogProb(↓):   0.020987
Path Entropy(↓):  0.119254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie three o'clock high released
Start Entity:     Three O'Clock High
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Three O'Clock High --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Three O'Clock High --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.915567
Path Entropy(↓):  4.456003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by david sheffield fall under
Start Entity:     David Sheffield
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   David Sheffield --[(INV) written_by]--> Boomerang --[has_genre]--> Comedy
Path (Raw):       David Sheffield --[No Operation]--> David Sheffield --[(INV) written_by]--> Boomerang --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with jerome cady
Start Entity:     Jerome Cady
Gold Answer:      [['Kathleen Winsor', 'Philip Dunne']]
Predicted Ans:    Philip Dunne
Predicted Path:   Jerome Cady --[(INV) written_by]--> Forever Amber --[written_by]--> Philip Dunne
Path (Raw):       Jerome Cady --[No Operation]--> Jerome Cady --[(INV) written_by]--> Forever Amber --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.001081
Path Entropy(↓):  0.008687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter guy ritchie co - wrote movies with who
Start Entity:     Guy Ritchie
Gold Answer:      [['Lina Wertmüller']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Guy Ritchie --[(INV) written_by]--> Swept Away --[written_by]--> Lina Wertmüller
Path (Raw):       Guy Ritchie --[No Operation]--> Guy Ritchie --[(INV) written_by]--> Swept Away --[written_by]--> Lina Wertmüller
Neg LogProb(↓):   0.003123
Path Entropy(↓):  0.022600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of seize the day
Start Entity:     Seize the Day
Gold Answer:      [['Good Morning, Vietnam', 'The Birdcage', 'Flubber', 'Good Will Hunting', 'RV', 'The Face of Love', 'Moscow on the Hudson', 'Dead Poets Society', 'Bicentennial Man', 'The Big White', 'Patch Adams', "Fathers' Day", 'House of D', 'One Hour Photo', "World's Greatest Dad", 'The World According to Garp', 'Popeye', 'Cadillac Man', 'Hook', 'The Angriest Man in Brooklyn', 'License to Wed', 'Aladdin', 'The Final Cut', 'Being Human', 'Club Paradise', 'Jack', 'The Survivors', 'Man of the Year', 'Old Dogs', 'Jakob the Liar', 'Awakenings', 'Toys', 'Jumanji', 'What Dreams May Come', 'Mrs. Doubtfire', 'Death to Smoochy', 'The Best of Times']]
Predicted Ans:    Good Morning, Vietnam
Predicted Path:   Seize the Day --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Path (Raw):       Seize the Day --[starred_actors]--> Robin Williams --[No Operation]--> Robin Williams --[(INV) starred_actors]--> Good Morning, Vietnam
Neg LogProb(↓):   0.937778
Path Entropy(↓):  2.215240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of the shadow of the eagle
Start Entity:     The Shadow of the Eagle
Gold Answer:      [['The Lucky Texan', 'Chisum', 'Dark Command', 'The Hurricane Express', 'The Shootist', 'Sagebrush Trail', 'Allegheny Uprising', 'El Dorado', 'Rio Grande', 'Wake of the Red Witch', 'Dakota', 'The Long Voyage Home', 'Idol of the Crowds', 'Reap the Wild Wind', 'The Quiet Man', "In Harm's Way", 'Jet Pilot', 'Hondo', 'Hatari!', 'Tall in the Saddle', 'A Lady Takes a Chance', 'The Man from Utah', 'The Horse Soldiers', 'Texas Terror', 'Rio Lobo', 'Lawless Range', 'The Comancheros', 'Rainbow Valley', 'The Fighting Seabees', 'Stagecoach', 'Born to the West', 'Big Jake', 'The Sea Chase', 'Blue Steel', 'The High and the Mighty', 'North to Alaska', 'The Alamo', 'Flame of Barbary Coast', 'Pittsburgh', 'Reunion in France', 'Westward Ho', 'Cahill U.S. Marshal', 'The Dawn Rider', 'Operation Pacific', 'The Big Trail', 'The Man from Monterey', 'The Green Berets', 'The Undefeated', 'Rio Bravo', 'The Wings of Eagles', 'Red River', 'Winds of the Wasteland', 'The Star Packer', 'The War Wagon', 'Paradise Canyon', 'The Lawless Frontier', 'Hellfighters', 'Angel and the Badman', 'Seven Sinners', 'The Cowboys', 'True Grit', 'The Trail Beyond', 'The Spoilers', 'They Were Expendable', 'She Wore a Yellow Ribbon', "'Neath the Arizona Skies", 'His Private Secretary', 'The Searchers', 'The Sons of Katie Elder', 'In Old California', 'Brannigan', 'The Conqueror', 'Legend of the Lost', 'Big Jim McLain', 'Flying Leathernecks', 'Blood Alley', 'Tycoon', 'The Train Robbers', "Donovan's Reef", 'The Big Stampede', 'Riders of Destiny', 'The Man Who Shot Liberty Valance', 'Flying Tigers', 'Rooster Cogburn', 'Fort Apache', 'Back to Bataan', 'The Desert Trail', 'Sands of Iwo Jima', 'The Shepherd of the Hills', 'McQ', 'West of the Divide', 'McLintock!', 'In Old Oklahoma']]
Predicted Ans:    Fort Apache
Predicted Path:   The Shadow of the Eagle --[starred_actors]--> John Wayne --[(INV) starred_actors]--> Fort Apache
Path (Raw):       The Shadow of the Eagle --[starred_actors]--> John Wayne --[No Operation]--> John Wayne --[(INV) starred_actors]--> Fort Apache
Neg LogProb(↓):   1.635047
Path Entropy(↓):  2.770854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by eric nicholas
Start Entity:     Eric Nicholas
Gold Answer:      [['Alone with Her']]
Predicted Ans:    Alone with Her
Predicted Path:   Eric Nicholas --[(INV) written_by]--> Alone with Her --[written_by]--> Eric Nicholas --[(INV) written_by]--> Alone with Her
Path (Raw):       Eric Nicholas --[(INV) written_by]--> Alone with Her --[written_by]--> Eric Nicholas --[(INV) written_by]--> Alone with Her
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in ali baba goes to town
Start Entity:     Ali Baba Goes to Town
Gold Answer:      [['Musical', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Ali Baba Goes to Town --[starred_actors]--> Roland Young --[(INV) starred_actors]--> This Is the Night --[has_genre]--> Comedy
Path (Raw):       Ali Baba Goes to Town --[starred_actors]--> Roland Young --[(INV) starred_actors]--> This Is the Night --[has_genre]--> Comedy
Neg LogProb(↓):   0.325910
Path Entropy(↓):  0.987608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film last vegas
Start Entity:     Last Vegas
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Last Vegas --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Last Vegas --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.174813
Path Entropy(↓):  4.417538
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by ryan coogler released
Start Entity:     Ryan Coogler
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Ryan Coogler --[(INV) directed_by]--> Fruitvale Station --[release_year]--> 2013
Path (Raw):       Ryan Coogler --[No Operation]--> Ryan Coogler --[(INV) directed_by]--> Fruitvale Station --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in jungle 2 jungle
Start Entity:     Jungle 2 Jungle
Gold Answer:      [['Steve Martin', 'Alastair Fothergill', 'Mark Linfield', 'Michael Arndt', 'David Howard', 'Andrew Stanton', 'Joel Cohen', 'Alec Sokolow', 'Thom Eberhardt', 'John Dwyer', 'Robert Gordon', 'Martin Short', 'Chris Ver Wiel', 'Joss Whedon', 'Leonard Ripps', 'John Scott Shepherd', 'Jason Lethcoe', 'Lorne Michaels', 'Randy Newman', 'John Grisham', 'Andrew Bergman', 'Francis Veber', 'Pete Docter', 'Dave Barry', 'Tim Burton', 'Lee Unkrich', 'John Lasseter', 'Chris Columbus']]
Predicted Ans:    Andrew Bergman
Predicted Path:   Jungle 2 Jungle --[starred_actors]--> Tim Allen --[(INV) starred_actors]--> Big Trouble --[written_by]--> Andrew Bergman
Path (Raw):       Jungle 2 Jungle --[starred_actors]--> Tim Allen --[(INV) starred_actors]--> Big Trouble --[written_by]--> Andrew Bergman
Neg LogProb(↓):   0.464604
Path Entropy(↓):  0.913082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did marion bailey star in
Start Entity:     Marion Bailey
Gold Answer:      [['Meantime', 'Mr. Turner']]
Predicted Ans:    Mr. Turner
Predicted Path:   Marion Bailey --[(INV) starred_actors]--> Mr. Turner --[starred_actors]--> Dorothy Atkinson --[(INV) starred_actors]--> Mr. Turner
Path (Raw):       Marion Bailey --[(INV) starred_actors]--> Mr. Turner --[starred_actors]--> Dorothy Atkinson --[(INV) starred_actors]--> Mr. Turner
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter lana wilson co - wrote films with who
Start Entity:     Lana Wilson
Gold Answer:      [['Martha Shane']]
Predicted Ans:    Martha Shane
Predicted Path:   Lana Wilson --[(INV) written_by]--> After Tiller --[written_by]--> Martha Shane
Path (Raw):       Lana Wilson --[No Operation]--> Lana Wilson --[(INV) written_by]--> After Tiller --[written_by]--> Martha Shane
Neg LogProb(↓):   0.014792
Path Entropy(↓):  0.076552
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did janos szasz write
Start Entity:     János Szász
Gold Answer:      [['The Notebook']]
Predicted Ans:    The Notebook
Predicted Path:   János Szász --[(INV) written_by]--> The Notebook --[written_by]--> János Szász --[(INV) written_by]--> The Notebook
Path (Raw):       János Szász --[(INV) written_by]--> The Notebook --[written_by]--> János Szász --[(INV) written_by]--> The Notebook
Neg LogProb(↓):   0.045545
Path Entropy(↓):  0.182139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film exiled
Start Entity:     Exiled
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Exiled --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Exiled --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   1.965168
Path Entropy(↓):  3.226654
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in rupert friend starred movies
Start Entity:     Rupert Friend
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Rupert Friend --[(INV) starred_actors]--> Chéri --[in_language]--> French
Path (Raw):       Rupert Friend --[No Operation]--> Rupert Friend --[(INV) starred_actors]--> Chéri --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by hugh griffith in
Start Entity:     Hugh Griffith
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hugh Griffith --[(INV) starred_actors]--> How to Steal a Million --[has_genre]--> Comedy
Path (Raw):       Hugh Griffith --[No Operation]--> Hugh Griffith --[(INV) starred_actors]--> How to Steal a Million --[has_genre]--> Comedy
Neg LogProb(↓):   0.212519
Path Entropy(↓):  0.491401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote joe
Start Entity:     Joe
Gold Answer:      [['2001']]
Predicted Ans:    2013
Predicted Path:   Joe --[written_by]--> Larry Brown --[(INV) written_by]--> Joe --[release_year]--> 2013
Path (Raw):       Joe --[written_by]--> Larry Brown --[(INV) written_by]--> Joe --[release_year]--> 2013
Neg LogProb(↓):   0.453079
Path Entropy(↓):  0.884059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in once is not enough
Start Entity:     Once Is Not Enough
Gold Answer:      [['John Farris', 'Edward Harris Heth', 'Les Crutchfield', 'Robert Wyler', 'Sidney Kingsley', 'Rod Serling', 'John Patrick', 'Laird Koenig', 'Melville Shavelson', 'Mario Camerini', 'Franco Brusati', 'Leo Townsend', 'Philip Yordan', 'Robert Benton', 'Martin Caidin', 'Alan Le May', 'Arthur T. Horman', 'Margaret Kennedy', 'James Bassett', 'Howard Rigsby', 'Clair Huffaker', 'Homer', 'Alvin Sapinsley', 'Leslie H. Whitten', 'Stanley Kubrick', 'Billy Wilder', 'Humphrey Cobb', 'Mark Twain', 'Dwight Taylor', 'Robert Rossen', 'Wendell Mayes', 'Daniel Mainwaring', 'Alfred Neumann', 'Thomas Job', 'Martin Vale', 'Charles Hoffman', 'Joseph L. Mankiewicz', 'Lowell Ganz', 'Babaloo Mandel', 'Edward Abbey', 'John Collier', 'Joseph Strick', 'Fred Haines', 'John Klempner', 'Robin Moore', 'David Newman', 'Leon Uris', 'George Froeschel', 'Manfred Gregor', 'Jan Lustig', 'William Bowers', 'Irving Stone', 'Norman Corwin', 'Allan Aaron Katz', 'Vera Caspary', 'Evan Hunter', 'Elia Kazan', 'James J. Corbett', 'James Joyce', 'Ring Lardner', 'Wilkie Collins', 'Edmund H. North', 'Carl Foreman', 'Jean Shepherd', 'Dorothy Baker', 'Charles Schnee', 'George Bradshaw', 'Irwin Shaw', 'Charles W. Bailey II', 'Fletcher Knebel', 'Jules Verne', 'John Barry', 'Martin Amis', 'Howard Fast', 'Dalton Trumbo', 'Robert Siodmak', 'William Roberts', 'Kathryn Scola', 'Basil Dean', 'Lewis John Carlino', 'James Poe', 'Charles Martin', 'Christopher Knopf', 'Edison Marshall']]
Predicted Ans:    Robin Moore
Predicted Path:   Once Is Not Enough --[starred_actors]--> David Janssen --[(INV) starred_actors]--> The Green Berets --[written_by]--> Robin Moore
Path (Raw):       Once Is Not Enough --[starred_actors]--> David Janssen --[(INV) starred_actors]--> The Green Berets --[written_by]--> Robin Moore
Neg LogProb(↓):   1.447902
Path Entropy(↓):  1.896398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by roberto benigni were released in which years
Start Entity:     Roberto Benigni
Gold Answer:      [['1997', '2005', '1993', '1991', '1940', '1925', '1994', '2002', '1986']]
Predicted Ans:    1993
Predicted Path:   Roberto Benigni --[(INV) starred_actors]--> Son of the Pink Panther --[release_year]--> 1993
Path (Raw):       Roberto Benigni --[No Operation]--> Roberto Benigni --[(INV) starred_actors]--> Son of the Pink Panther --[release_year]--> 1993
Neg LogProb(↓):   1.293979
Path Entropy(↓):  1.738560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed crossworlds
Start Entity:     Crossworlds
Gold Answer:      [['Krishna Rao']]
Predicted Ans:    Krishna Rao
Predicted Path:   Crossworlds --[directed_by]--> Krishna Rao --[(INV) directed_by]--> Crossworlds --[directed_by]--> Krishna Rao
Path (Raw):       Crossworlds --[directed_by]--> Krishna Rao --[(INV) directed_by]--> Crossworlds --[directed_by]--> Krishna Rao
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was rockne s. o'bannon a writer on
Start Entity:     Rockne S. O'Bannon
Gold Answer:      [['Fear']]
Predicted Ans:    Off Limits
Predicted Path:   Rockne S. O'Bannon --[(INV) written_by]--> Fear --[written_by]--> Christopher Crowe --[(INV) written_by]--> Off Limits
Path (Raw):       Rockne S. O'Bannon --[(INV) written_by]--> Fear --[written_by]--> Christopher Crowe --[(INV) written_by]--> Off Limits
Neg LogProb(↓):   0.094154
Path Entropy(↓):  0.305106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films directed by ron shelton
Start Entity:     Ron Shelton
Gold Answer:      [['Romance', 'Sport', 'Drama', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Ron Shelton --[(INV) directed_by]--> Hollywood Homicide --[has_genre]--> Comedy
Path (Raw):       Ron Shelton --[No Operation]--> Ron Shelton --[(INV) directed_by]--> Hollywood Homicide --[has_genre]--> Comedy
Neg LogProb(↓):   0.644371
Path Entropy(↓):  1.099101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by brett leonard
Start Entity:     Brett Leonard
Gold Answer:      [['Horror', 'Thriller', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Brett Leonard --[(INV) directed_by]--> The Dead Pit --[has_genre]--> Horror
Path (Raw):       Brett Leonard --[No Operation]--> Brett Leonard --[(INV) directed_by]--> The Dead Pit --[has_genre]--> Horror
Neg LogProb(↓):   0.001271
Path Entropy(↓):  0.010594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by frank miller
Start Entity:     Frank Miller
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Frank Miller --[(INV) directed_by]--> Sin City --[has_genre]--> Thriller
Path (Raw):       Frank Miller --[No Operation]--> Frank Miller --[(INV) directed_by]--> Sin City --[has_genre]--> Thriller
Neg LogProb(↓):   0.078871
Path Entropy(↓):  0.268859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by woody guthrie
Start Entity:     Woody Guthrie
Gold Answer:      [['Biography']]
Predicted Ans:    Biography
Predicted Path:   Woody Guthrie --[(INV) written_by]--> Bound for Glory --[has_genre]--> Biography
Path (Raw):       Woody Guthrie --[No Operation]--> Woody Guthrie --[(INV) written_by]--> Bound for Glory --[has_genre]--> Biography
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie alice and martin
Start Entity:     Alice and Martin
Gold Answer:      [['Abel Ferrara', 'Naomi Foner', 'Josephine Hart', 'Patrice Leconte', 'Danièle Thompson', 'Peter Hedges', 'André Téchiné', 'Ann Peacock', 'Antjie Krog', 'Myla Goldberg', 'Abbas Kiarostami', 'Olivier Assayas', 'Anthony Minghella', 'Jean Giono']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Alice and Martin --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Clouds of Sils Maria --[written_by]--> Olivier Assayas
Path (Raw):       Alice and Martin --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Clouds of Sils Maria --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.861507
Path Entropy(↓):  1.346921
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie summer lovers
Start Entity:     Summer Lovers
Gold Answer:      [['James Foley', 'Christopher Guest', 'Michael Pressman', 'Ivan Reitman', 'Taylor Hackford', 'Stuart Rosenberg', 'Donald Petrie', 'Ron Howard', 'Robert Altman', 'Melissa Painter', 'Jon Turteltaub', 'Tony Bill', 'Fernando Trueba', 'Gavin Millar', 'John Carpenter', 'Steven Soderbergh', 'Wesley Strick', 'Fred Schepisi', 'Nickolas Perry', 'Norman René']]
Predicted Ans:    Ivan Reitman
Predicted Path:   Summer Lovers --[starred_actors]--> Daryl Hannah --[(INV) starred_actors]--> Legal Eagles --[directed_by]--> Ivan Reitman
Path (Raw):       Summer Lovers --[starred_actors]--> Daryl Hannah --[(INV) starred_actors]--> Legal Eagles --[directed_by]--> Ivan Reitman
Neg LogProb(↓):   0.379052
Path Entropy(↓):  1.225166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by amza pellea starred who
Start Entity:     Amza Pellea
Gold Answer:      [['Draga Olteanu Matei', 'Jean Constantin']]
Predicted Ans:    Jean Constantin
Predicted Path:   Amza Pellea --[(INV) written_by]--> Uncle Marin, the Billionaire --[starred_actors]--> Jean Constantin
Path (Raw):       Amza Pellea --[No Operation]--> Amza Pellea --[(INV) written_by]--> Uncle Marin, the Billionaire --[starred_actors]--> Jean Constantin
Neg LogProb(↓):   0.179160
Path Entropy(↓):  0.446991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by nicholas tse were in which genres
Start Entity:     Nicholas Tse
Gold Answer:      [['Fantasy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Nicholas Tse --[(INV) starred_actors]--> Invisible Target --[has_genre]--> Action
Path (Raw):       Nicholas Tse --[No Operation]--> Nicholas Tse --[(INV) starred_actors]--> Invisible Target --[has_genre]--> Action
Neg LogProb(↓):   0.000162
Path Entropy(↓):  0.001574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of sweet sixteen also directed which movies
Start Entity:     Sweet Sixteen
Gold Answer:      [['Family Life', 'Hidden Agenda', 'Kes', 'Riff-Raff', 'In Two Minds', 'Looking for Eric', 'Route Irish', 'My Name Is Joe', "Jimmy's Hall", 'The Navigators', "Carla's Song", 'Tickets', 'Cathy Come Home', 'The Big Flame', 'The Wind That Shakes the Barley', 'Bread and Roses', "It's a Free World...", 'Land and Freedom', "The Angels' Share", 'Raining Stones']]
Predicted Ans:    Carla's Song
Predicted Path:   Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> Carla's Song
Path (Raw):       Sweet Sixteen --[directed_by]--> Ken Loach --[(INV) directed_by]--> Carla's Song --[No Operation]--> Carla's Song
Neg LogProb(↓):   0.737326
Path Entropy(↓):  1.802984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the shaggy d. a.
Start Entity:     The Shaggy D.A.
Gold Answer:      [['1974', '1979', '1959', '1942']]
Predicted Ans:    1959
Predicted Path:   The Shaggy D.A. --[written_by]--> Felix Salten --[(INV) written_by]--> The Shaggy Dog --[release_year]--> 1959
Path (Raw):       The Shaggy D.A. --[written_by]--> Felix Salten --[(INV) written_by]--> The Shaggy Dog --[release_year]--> 1959
Neg LogProb(↓):   0.021037
Path Entropy(↓):  0.117805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did swoosie kurtz act in
Start Entity:     Swoosie Kurtz
Gold Answer:      [['The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom', 'Dangerous Liaisons', 'Wildcats', 'A Shock to the System']]
Predicted Ans:    She's Having a Baby
Predicted Path:   Swoosie Kurtz --[(INV) starred_actors]--> A Shock to the System --[starred_actors]--> Elizabeth McGovern --[(INV) starred_actors]--> She's Having a Baby
Path (Raw):       Swoosie Kurtz --[(INV) starred_actors]--> A Shock to the System --[starred_actors]--> Elizabeth McGovern --[(INV) starred_actors]--> She's Having a Baby
Neg LogProb(↓):   1.171154
Path Entropy(↓):  2.252700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of left luggage
Start Entity:     Left Luggage
Gold Answer:      [['Jeroen Krabbé', 'Stephen Fry']]
Predicted Ans:    Jeroen Krabbé
Predicted Path:   Left Luggage --[directed_by]--> Jeroen Krabbé --[(INV) directed_by]--> Left Luggage --[starred_actors]--> Jeroen Krabbé
Path (Raw):       Left Luggage --[directed_by]--> Jeroen Krabbé --[(INV) directed_by]--> Left Luggage --[starred_actors]--> Jeroen Krabbé
Neg LogProb(↓):   0.300963
Path Entropy(↓):  0.572990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed creature from the black lagoon
Start Entity:     Creature from the Black Lagoon
Gold Answer:      [['Leo G. Carroll', 'Lana Turner', 'Bob Hope', 'Jim Hutton', 'Janis Paige', 'Jean Seberg', 'Mara Corday', 'Richard Carlson', 'Tony Randall', 'John Agar', 'Edward G. Robinson', 'Janet Leigh', 'Kathleen Hughes', 'Charles Drake', 'Audie Murphy', 'John Forsythe', 'Randy Stuart', 'Grant Williams', 'Barbara Rush', 'Peter Sellers']]
Predicted Ans:    Richard Carlson
Predicted Path:   Creature from the Black Lagoon --[directed_by]--> Jack Arnold --[(INV) directed_by]--> It Came from Outer Space --[starred_actors]--> Richard Carlson
Path (Raw):       Creature from the Black Lagoon --[directed_by]--> Jack Arnold --[(INV) directed_by]--> It Came from Outer Space --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.140711
Path Entropy(↓):  0.587540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed today you die
Start Entity:     Today You Die
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Today You Die --[directed_by]--> Don E. FauntLeRoy --[(INV) directed_by]--> Urban Justice --[has_genre]--> Action
Path (Raw):       Today You Die --[directed_by]--> Don E. FauntLeRoy --[(INV) directed_by]--> Urban Justice --[has_genre]--> Action
Neg LogProb(↓):   0.000445
Path Entropy(↓):  0.003889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by robert lang in
Start Entity:     Robert Lang
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Lang --[(INV) starred_actors]--> Mrs. Palfrey at the Claremont --[has_genre]--> Comedy
Path (Raw):       Robert Lang --[No Operation]--> Robert Lang --[(INV) starred_actors]--> Mrs. Palfrey at the Claremont --[has_genre]--> Comedy
Neg LogProb(↓):   0.455786
Path Entropy(↓):  0.656820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by ava duvernay
Start Entity:     Ava DuVernay
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ava DuVernay --[(INV) directed_by]--> Middle of Nowhere --[has_genre]--> Comedy
Path (Raw):       Ava DuVernay --[No Operation]--> Ava DuVernay --[(INV) directed_by]--> Middle of Nowhere --[has_genre]--> Comedy
Neg LogProb(↓):   0.713922
Path Entropy(↓):  1.081077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of kurt wimmer directed films
Start Entity:     Kurt Wimmer
Gold Answer:      [['2006', '2002']]
Predicted Ans:    2002
Predicted Path:   Kurt Wimmer --[(INV) directed_by]--> Equilibrium --[release_year]--> 2002
Path (Raw):       Kurt Wimmer --[No Operation]--> Kurt Wimmer --[(INV) directed_by]--> Equilibrium --[release_year]--> 2002
Neg LogProb(↓):   0.145518
Path Entropy(↓):  0.455943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by tess amorim
Start Entity:     Tess Amorim
Gold Answer:      [['Daniel Ribeiro']]
Predicted Ans:    Daniel Ribeiro
Predicted Path:   Tess Amorim --[(INV) starred_actors]--> The Way He Looks --[directed_by]--> Daniel Ribeiro
Path (Raw):       Tess Amorim --[No Operation]--> Tess Amorim --[(INV) starred_actors]--> The Way He Looks --[directed_by]--> Daniel Ribeiro
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of helter skelter starred who
Start Entity:     Helter Skelter
Gold Answer:      [['Geraldine Chaplin', 'Carey Mulligan', 'Donald Pleasence', 'Raquel Welch', 'Burt Reynolds', 'Tina Chen', 'Charlton Heston', 'Steven Seagal', 'Fernando Lamas', 'Lance Henriksen', 'Pierce Brosnan', 'Nick Thurston', 'Geoffrey Wigdor', 'Susan Sarandon', 'Rob Morrow', 'Muhammad Ali', 'Bob Gunton', 'Jim Brown', 'Keenen Ivory Wayans', 'Brian Cox']]
Predicted Ans:    Lance Henriksen
Predicted Path:   Helter Skelter --[directed_by]--> John Gray --[(INV) directed_by]--> The Day Lincoln Was Shot --[starred_actors]--> Lance Henriksen
Path (Raw):       Helter Skelter --[directed_by]--> John Gray --[(INV) directed_by]--> The Day Lincoln Was Shot --[starred_actors]--> Lance Henriksen
Neg LogProb(↓):   0.374309
Path Entropy(↓):  1.054141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by ethan reiff starred who
Start Entity:     Ethan Reiff
Gold Answer:      [['Dolph Lundgren']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Ethan Reiff --[(INV) written_by]--> Men of War --[starred_actors]--> Dolph Lundgren
Path (Raw):       Ethan Reiff --[No Operation]--> Ethan Reiff --[(INV) written_by]--> Men of War --[starred_actors]--> Dolph Lundgren
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of marion bridge
Start Entity:     Marion Bridge
Gold Answer:      [['Daniel MacIvor']]
Predicted Ans:    Daniel MacIvor
Predicted Path:   Marion Bridge --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Marion Bridge --[written_by]--> Daniel MacIvor
Path (Raw):       Marion Bridge --[written_by]--> Daniel MacIvor --[(INV) written_by]--> Marion Bridge --[written_by]--> Daniel MacIvor
Neg LogProb(↓):   0.250818
Path Entropy(↓):  0.529221
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by shahid kapoor
Start Entity:     Shahid Kapoor
Gold Answer:      [['Vishal Bhardwaj', 'Basharat Peer', 'Ken Ghosh', 'Imtiaz Ali', 'William Shakespeare']]
Predicted Ans:    Imtiaz Ali
Predicted Path:   Shahid Kapoor --[(INV) starred_actors]--> Jab We Met --[written_by]--> Imtiaz Ali
Path (Raw):       Shahid Kapoor --[No Operation]--> Shahid Kapoor --[(INV) starred_actors]--> Jab We Met --[written_by]--> Imtiaz Ali
Neg LogProb(↓):   0.003323
Path Entropy(↓):  0.022822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote milk
Start Entity:     Milk
Gold Answer:      [['Carrie Preston', 'Jennifer Connelly', 'Leonardo DiCaprio', 'Ed Harris']]
Predicted Ans:    Sean Penn
Predicted Path:   Milk --[written_by]--> Dustin Lance Black --[(INV) written_by]--> Milk --[starred_actors]--> Sean Penn
Path (Raw):       Milk --[written_by]--> Dustin Lance Black --[(INV) written_by]--> Milk --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.005119
Path Entropy(↓):  0.034360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the chattahoochee director release
Start Entity:     Chattahoochee
Gold Answer:      [['1997', '1992', '2010', '1991', '1994', '1999', '2002', '2011', '1984']]
Predicted Ans:    1994
Predicted Path:   Chattahoochee --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Clean Slate --[release_year]--> 1994
Path (Raw):       Chattahoochee --[directed_by]--> Mick Jackson --[(INV) directed_by]--> Clean Slate --[release_year]--> 1994
Neg LogProb(↓):   0.804758
Path Entropy(↓):  1.508079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the night they raided minsky's director release
Start Entity:     The Night They Raided Minsky's
Gold Answer:      [['1980', '1970', '2003', '2006', '1985', '1977', '2009', '1957', '1973', '1994', '1983', '1995', '1971', '1990', '2011', '1978', '2000', '1997', '1975', '1987']]
Predicted Ans:    1994
Predicted Path:   The Night They Raided Minsky's --[directed_by]--> William Friedkin --[(INV) directed_by]--> Blue Chips --[release_year]--> 1994
Path (Raw):       The Night They Raided Minsky's --[directed_by]--> William Friedkin --[(INV) directed_by]--> Blue Chips --[release_year]--> 1994
Neg LogProb(↓):   1.244893
Path Entropy(↓):  2.114687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of if i were king also starred in which films
Start Entity:     If I Were King
Gold Answer:      [['Kismet', 'The White Sister', 'Kind Lady', 'Pursuit to Algiers', 'Bathing Beauty', 'Sherlock Holmes and the Voice of Terror', 'The Court Jester', 'The Late George Apley', 'Dressed to Kill', 'The Black Sleep', 'Sherlock Holmes and the Secret Weapon', 'Captain Blood', 'The Prisoner of Zenda', 'The Devil to Pay!', 'The Dawn Patrol', "Casanova's Big Night", 'The Winning of Barbara Worth', 'The Woman in Green', 'A Tale of Two Cities', 'The Bishop Murder Case', 'Sherlock Holmes in Washington', 'Becky Sharp', 'Sherlock Holmes Faces Death', 'Confession', 'The Garden of Allah', 'The Pearl of Death', 'The Talk of the Town', 'Raffles', "Frenchman's Creek", 'Random Harvest', 'Crossroads', 'The Adventures of Robin Hood', 'A Double Life', 'Kiki', 'The Adventures of Sherlock Holmes', 'The Hound of the Baskervilles', 'Queen of Blood', 'Son of Frankenstein', 'Voyage to the Prehistoric Planet', 'Champagne for Caesar', 'The Mark of Zorro', 'Terror by Night']]
Predicted Ans:    The Dawn Patrol
Predicted Path:   If I Were King --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Path (Raw):       If I Were King --[starred_actors]--> Basil Rathbone --[No Operation]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Neg LogProb(↓):   1.225730
Path Entropy(↓):  1.735128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the kid from brooklyn
Start Entity:     The Kid from Brooklyn
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Kid from Brooklyn --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Secret Life of Walter Mitty --[in_language]--> English
Path (Raw):       The Kid from Brooklyn --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Secret Life of Walter Mitty --[in_language]--> English
Neg LogProb(↓):   0.000939
Path Entropy(↓):  0.007525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Spanglish is a film written by this person
Start Entity:     Spanglish
Gold Answer:      [['James L. Brooks']]
Predicted Ans:    James L. Brooks
Predicted Path:   Spanglish --[written_by]--> James L. Brooks --[(INV) written_by]--> As Good as It Gets --[written_by]--> James L. Brooks
Path (Raw):       Spanglish --[written_by]--> James L. Brooks --[(INV) written_by]--> As Good as It Gets --[written_by]--> James L. Brooks
Neg LogProb(↓):   0.369888
Path Entropy(↓):  0.987236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie seeking justice were released in which years
Start Entity:     Seeking Justice
Gold Answer:      [['1995', '1988', '2000', '1997', '1972', '2008', '1990', '2003', '1992', '2005', '1994', '1984']]
Predicted Ans:    1972
Predicted Path:   Seeking Justice --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[release_year]--> 1972
Path (Raw):       Seeking Justice --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> The Getaway --[release_year]--> 1972
Neg LogProb(↓):   0.356120
Path Entropy(↓):  0.826118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the adventures of mark twain
Start Entity:     The Adventures of Mark Twain
Gold Answer:      [['Mickey Rooney', 'Wayne Allwine', 'Claude Rains', 'Jonathan Taylor Thomas', 'Brad Renfro', 'Paul Rodriguez', 'William Frawley', 'Rex Ingram', 'Jason Robards', 'Paul Winfield', 'Dennis Dugan', 'Errol Flynn', 'Robbie Coltrane', 'Walter Connolly', 'Tony Randall', 'Eddie Hodges', 'Jeff East', 'Archie Moore', 'Johnny Whitaker', 'Courtney B. Vance', 'Elijah Wood']]
Predicted Ans:    Dennis Dugan
Predicted Path:   The Adventures of Mark Twain --[written_by]--> Mark Twain --[(INV) written_by]--> Unidentified Flying Oddball --[starred_actors]--> Dennis Dugan
Path (Raw):       The Adventures of Mark Twain --[written_by]--> Mark Twain --[(INV) written_by]--> Unidentified Flying Oddball --[starred_actors]--> Dennis Dugan
Neg LogProb(↓):   0.018134
Path Entropy(↓):  0.104339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with kamchatka in
Start Entity:     Kamchatka
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Kamchatka --[starred_actors]--> Ricardo Darín --[(INV) starred_actors]--> XXY --[in_language]--> Spanish
Path (Raw):       Kamchatka --[starred_actors]--> Ricardo Darín --[(INV) starred_actors]--> XXY --[in_language]--> Spanish
Neg LogProb(↓):   0.424672
Path Entropy(↓):  0.738197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the patema inverted director
Start Entity:     Patema Inverted
Gold Answer:      [['Yasuhiro Yoshiura']]
Predicted Ans:    Yasuhiro Yoshiura
Predicted Path:   Patema Inverted --[directed_by]--> Yasuhiro Yoshiura --[(INV) directed_by]--> Pale Cocoon --[written_by]--> Yasuhiro Yoshiura
Path (Raw):       Patema Inverted --[directed_by]--> Yasuhiro Yoshiura --[(INV) directed_by]--> Pale Cocoon --[written_by]--> Yasuhiro Yoshiura
Neg LogProb(↓):   0.277169
Path Entropy(↓):  0.563768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of lifeguard also starred in which movies
Start Entity:     Lifeguard
Gold Answer:      [['Avenger', 'The Shadow Riders', 'The Art of War', 'Mask', 'Road House', 'Tombstone', 'Raise the Titanic', 'Love at Large', 'The Quick and the Dead', 'The Legacy', 'Hulk', 'Lullaby', 'Fatal Attraction', 'Stroker Ace', 'Prancer', 'Fatal Beauty', 'Narrow Margin', 'Patriot Games', 'Hero at Large', 'Barnyard']]
Predicted Ans:    The Shadow Riders
Predicted Path:   Lifeguard --[starred_actors]--> Sam Elliott --[(INV) starred_actors]--> The Shadow Riders
Path (Raw):       Lifeguard --[starred_actors]--> Sam Elliott --[No Operation]--> Sam Elliott --[(INV) starred_actors]--> The Shadow Riders
Neg LogProb(↓):   0.414828
Path Entropy(↓):  1.095574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of only the lonely also wrote which films
Start Entity:     Only the Lonely
Gold Answer:      [['Gremlins', 'Young Sherlock Holmes', 'The Goonies', 'Reckless', 'Heartbreak Hotel', 'Christmas with the Kranks', 'Nine Months']]
Predicted Ans:    Nine Months
Predicted Path:   Only the Lonely --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months
Path (Raw):       Only the Lonely --[written_by]--> Chris Columbus --[(INV) written_by]--> Nine Months --[No Operation]--> Nine Months
Neg LogProb(↓):   0.229581
Path Entropy(↓):  0.814857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote the signal
Start Entity:     The Signal
Gold Answer:      [['David Bruckner', 'Jacob Gentry', 'Dan Bush']]
Predicted Ans:    Carlyle Eubank
Predicted Path:   The Signal --[written_by]--> Carlyle Eubank --[(INV) written_by]--> The Signal --[written_by]--> Carlyle Eubank
Path (Raw):       The Signal --[written_by]--> Carlyle Eubank --[(INV) written_by]--> The Signal --[written_by]--> Carlyle Eubank
Neg LogProb(↓):   0.144874
Path Entropy(↓):  0.541190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by the writer of fletch
Start Entity:     Fletch
Gold Answer:      [['Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Fletch --[written_by]--> Andrew Bergman --[(INV) written_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Path (Raw):       Fletch --[written_by]--> Andrew Bergman --[(INV) written_by]--> Honeymoon in Vegas --[has_genre]--> Comedy
Neg LogProb(↓):   1.018943
Path Entropy(↓):  1.315485
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of a canterbury tale
Start Entity:     A Canterbury Tale
Gold Answer:      [['Michael Anderson', 'Emeric Pressburger', 'Fred Zinnemann', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   A Canterbury Tale --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Path (Raw):       A Canterbury Tale --[written_by]--> Michael Powell --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.093564
Path Entropy(↓):  0.419809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with touch in
Start Entity:     Touch
Gold Answer:      [['Serbian']]
Predicted Ans:    Serbian
Predicted Path:   Touch --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Cat People --[in_language]--> Serbian
Path (Raw):       Touch --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Cat People --[in_language]--> Serbian
Neg LogProb(↓):   0.001866
Path Entropy(↓):  0.014576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by leonard nimoy
Start Entity:     Leonard Nimoy
Gold Answer:      [['Diane Keaton', 'Gene Wilder', 'Patricia Arquette', 'Liam Neeson']]
Predicted Ans:    Gene Wilder
Predicted Path:   Leonard Nimoy --[(INV) directed_by]--> Funny About Love --[starred_actors]--> Gene Wilder
Path (Raw):       Leonard Nimoy --[No Operation]--> Leonard Nimoy --[(INV) directed_by]--> Funny About Love --[starred_actors]--> Gene Wilder
Neg LogProb(↓):   0.004211
Path Entropy(↓):  0.028474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is an american haunting
Start Entity:     An American Haunting
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   An American Haunting --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       An American Haunting --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   1.900808
Path Entropy(↓):  3.531977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by stephenie meyer
Start Entity:     Stephenie Meyer
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Stephenie Meyer --[(INV) written_by]--> Twilight --[has_genre]--> Romance
Path (Raw):       Stephenie Meyer --[No Operation]--> Stephenie Meyer --[(INV) written_by]--> Twilight --[has_genre]--> Romance
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the state of things
Start Entity:     The State of Things
Gold Answer:      [['Juliano Ribeiro Salgado', 'Michael Almereyda', 'Wim Wenders', 'Peter Handke', 'Michelangelo Antonioni', 'Sam Shepard', 'Joe Gores', 'Patricia Highsmith', 'Peter Carey', 'Solveig Dommartin', 'Nathaniel Hawthorne', 'L.M. Kit Carson', 'Richard Reitinger', 'Nicholas Klein', 'Bono', 'Ulrich Zieger']]
Predicted Ans:    Wim Wenders
Predicted Path:   The State of Things --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       The State of Things --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.424577
Path Entropy(↓):  1.051829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie sugar were in which genres
Start Entity:     Sugar
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Sugar --[written_by]--> Anna Boden --[(INV) written_by]--> Sugar --[has_genre]--> Drama
Path (Raw):       Sugar --[written_by]--> Anna Boden --[(INV) written_by]--> Sugar --[has_genre]--> Drama
Neg LogProb(↓):   0.014208
Path Entropy(↓):  0.084376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film safe men were in which languages
Start Entity:     Safe Men
Gold Answer:      [['French', 'Italian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Safe Men --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Safe Men --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.001426
Path Entropy(↓):  0.011719
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by abbie cornish
Start Entity:     Abbie Cornish
Gold Answer:      [['Neil Burger', 'Madonna', 'David Riker', 'Julian Jarrold', 'Zack Snyder', 'Christian Marquand', 'Neil Armfield', 'Cate Shortland', 'Jane Campion', 'Sande Zeig']]
Predicted Ans:    Zack Snyder
Predicted Path:   Abbie Cornish --[(INV) starred_actors]--> Sucker Punch --[directed_by]--> Zack Snyder
Path (Raw):       Abbie Cornish --[No Operation]--> Abbie Cornish --[(INV) starred_actors]--> Sucker Punch --[directed_by]--> Zack Snyder
Neg LogProb(↓):   0.005118
Path Entropy(↓):  0.036200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed daniel
Start Entity:     Daniel
Gold Answer:      [['1980', '1946', '1992', '1993', '2006', '1974', '1977', '2007', '1968', '1957', '2004', '1982', '1973', '1976', '1972', '1971', '1989', '1981', '2013', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '1960', '1965', '1999', '1986']]
Predicted Ans:    1974
Predicted Path:   Daniel --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Murder on the Orient Express --[release_year]--> 1974
Path (Raw):       Daniel --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Murder on the Orient Express --[release_year]--> 1974
Neg LogProb(↓):   2.169931
Path Entropy(↓):  2.794086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the last american hero
Start Entity:     The Last American Hero
Gold Answer:      [['1983', '1990']]
Predicted Ans:    1973
Predicted Path:   The Last American Hero --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Last American Hero --[release_year]--> 1973
Path (Raw):       The Last American Hero --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Last American Hero --[release_year]--> 1973
Neg LogProb(↓):   0.083655
Path Entropy(↓):  0.286743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film did daniel lapaine write
Start Entity:     Daniel Lapaine
Gold Answer:      [['48 Shades']]
Predicted Ans:    48 Shades
Predicted Path:   Daniel Lapaine --[(INV) written_by]--> 48 Shades --[written_by]--> Daniel Lapaine --[(INV) written_by]--> 48 Shades
Path (Raw):       Daniel Lapaine --[(INV) written_by]--> 48 Shades --[written_by]--> Daniel Lapaine --[(INV) written_by]--> 48 Shades
Neg LogProb(↓):   0.359964
Path Entropy(↓):  0.612825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by myron meisel
Start Entity:     Myron Meisel
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Myron Meisel --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Path (Raw):       Myron Meisel --[No Operation]--> Myron Meisel --[(INV) written_by]--> It's All True --[has_genre]--> Documentary
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by wyvern writers release
Start Entity:     Wyvern
Gold Answer:      [['2006', '2011']]
Predicted Ans:    2009
Predicted Path:   Wyvern --[written_by]--> Jason Bourque --[(INV) written_by]--> Wyvern --[release_year]--> 2009
Path (Raw):       Wyvern --[written_by]--> Jason Bourque --[(INV) written_by]--> Wyvern --[release_year]--> 2009
Neg LogProb(↓):   0.949143
Path Entropy(↓):  1.073416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies did christopher erskin direct
Start Entity:     Christopher Erskin
Gold Answer:      [['Johnson Family Vacation']]
Predicted Ans:    Johnson Family Vacation
Predicted Path:   Christopher Erskin --[(INV) directed_by]--> Johnson Family Vacation --[directed_by]--> Christopher Erskin --[(INV) directed_by]--> Johnson Family Vacation
Path (Raw):       Christopher Erskin --[(INV) directed_by]--> Johnson Family Vacation --[directed_by]--> Christopher Erskin --[(INV) directed_by]--> Johnson Family Vacation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of run all night
Start Entity:     Run All Night
Gold Answer:      [['Enemy at the Gates', 'Buffalo Soldiers', 'Riders of the Purple Sage', 'Alamo Bay', 'Gun Shy', 'China Moon', 'Eye for an Eye', 'Batman Begins', 'Rob Roy', 'Cleaner', 'Kinsey', 'Easy Money', 'The Hours', 'Shining Through', 'Paris Trout', 'Virginia', 'Next of Kin', 'Coral Reef Adventure', "That's What I Am", 'The Face of Love', 'Sweetwater', 'Ruby Cairo', 'Places in the Heart', 'Pollock', 'Nixon', 'Wrath of the Titans', 'Milk Money', 'Unknown', 'Game Change', 'State of Grace', 'Satisfaction', 'The A-Team', 'Lola Versus', 'Before and After', 'Taken 2', 'The Good Mother', 'Stepmom', 'After.Life', 'A Million Ways to Die in the West', 'Absolute Power', 'Ethan Frome', 'Darkman', 'The Right Stuff', 'The Abyss', 'Phantom', 'Leap of Faith', 'Radio', 'The Other Man', 'Snowpiercer', 'Needful Things', 'Sweet Dreams', 'Third Person', 'Taken 3', 'The Dead Pool', 'The Nut Job', 'RoboCop', 'The Haunting', 'Michael Collins', 'Under Suspicion', 'The Grey', "Schindler's List", 'A Beautiful Mind', 'To Kill a Priest', 'Chloe', 'Seraphim Falls', 'Walker', 'Jacknife', 'A Walk Among the Tombstones', 'Taken', 'Non-Stop', 'Suspect', 'The Rock', 'Nell', 'The Way Back']]
Predicted Ans:    Schindler's List
Predicted Path:   Run All Night --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List
Path (Raw):       Run All Night --[starred_actors]--> Liam Neeson --[No Operation]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List
Neg LogProb(↓):   0.618987
Path Entropy(↓):  1.513685
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie windows
Start Entity:     Windows
Gold Answer:      [['Talia Shire', 'Elizabeth Ashley']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Windows --[starred_actors]--> Elizabeth Ashley --[(INV) starred_actors]--> Rancho Deluxe --[starred_actors]--> Jeff Bridges
Path (Raw):       Windows --[starred_actors]--> Elizabeth Ashley --[(INV) starred_actors]--> Rancho Deluxe --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.373415
Path Entropy(↓):  0.654034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described by scotland
Start Entity:     scotland
Gold Answer:      [['Local Hero', 'Neds', 'The 39 Steps', 'Filth', 'Doomsday', "You've Been Trumped", 'The Decoy Bride', 'Stone of Destiny', 'Under the Skin']]
Predicted Ans:    You've Been Trumped
Predicted Path:   scotland --[(INV) has_tags]--> You've Been Trumped --[has_tags]--> scotland --[(INV) has_tags]--> You've Been Trumped
Path (Raw):       scotland --[(INV) has_tags]--> You've Been Trumped --[has_tags]--> scotland --[(INV) has_tags]--> You've Been Trumped
Neg LogProb(↓):   0.000450
Path Entropy(↓):  0.004348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie foolish wives
Start Entity:     Foolish Wives
Gold Answer:      [['1924', '1919']]
Predicted Ans:    1924
Predicted Path:   Foolish Wives --[written_by]--> Erich von Stroheim --[(INV) written_by]--> Greed --[release_year]--> 1924
Path (Raw):       Foolish Wives --[written_by]--> Erich von Stroheim --[(INV) written_by]--> Greed --[release_year]--> 1924
Neg LogProb(↓):   0.474217
Path Entropy(↓):  0.827110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of king kong
Start Entity:     King Kong
Gold Answer:      [['Edgar Wallace', 'James Ashmore Creelman', 'Merian C. Cooper', 'Ruth Rose']]
Predicted Ans:    Merian C. Cooper
Predicted Path:   King Kong --[written_by]--> Merian C. Cooper --[(INV) written_by]--> Mighty Joe Young --[written_by]--> Merian C. Cooper
Path (Raw):       King Kong --[written_by]--> Merian C. Cooper --[(INV) written_by]--> Mighty Joe Young --[written_by]--> Merian C. Cooper
Neg LogProb(↓):   3.140838
Path Entropy(↓):  3.804289
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with two weeks in another town in
Start Entity:     Two Weeks in Another Town
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Two Weeks in Another Town --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[in_language]--> German
Path (Raw):       Two Weeks in Another Town --[starred_actors]--> Kirk Douglas --[(INV) starred_actors]--> Town Without Pity --[in_language]--> German
Neg LogProb(↓):   0.561536
Path Entropy(↓):  0.847636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed rock star
Start Entity:     Rock Star
Gold Answer:      [['David Loughery', 'Scott Lobdell', 'Domonic Muir', 'Don Keith Opper', 'Stephen Herek', 'Dodie Smith', 'John Hughes', 'George MacDonald Fraser', 'John J. McLaughlin', 'Patrick Sheane Duncan']]
Predicted Ans:    David Loughery
Predicted Path:   Rock Star --[directed_by]--> Stephen Herek --[(INV) directed_by]--> The Three Musketeers --[written_by]--> David Loughery
Path (Raw):       Rock Star --[directed_by]--> Stephen Herek --[(INV) directed_by]--> The Three Musketeers --[written_by]--> David Loughery
Neg LogProb(↓):   0.416425
Path Entropy(↓):  0.974356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by irvin d. yalom
Start Entity:     Irvin D. Yalom
Gold Answer:      [['Pinchas Perry']]
Predicted Ans:    Pinchas Perry
Predicted Path:   Irvin D. Yalom --[(INV) written_by]--> When Nietzsche Wept --[directed_by]--> Pinchas Perry
Path (Raw):       Irvin D. Yalom --[No Operation]--> Irvin D. Yalom --[(INV) written_by]--> When Nietzsche Wept --[directed_by]--> Pinchas Perry
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does what just happened fall under
Start Entity:     What Just Happened
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   What Just Happened --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       What Just Happened --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.598094
Path Entropy(↓):  5.032605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the triplets of belleville
Start Entity:     The Triplets of Belleville
Gold Answer:      [['Edward Norton', 'Paul Giamatti', 'Jessica Biel']]
Predicted Ans:    Michèle Caucheteux
Predicted Path:   The Triplets of Belleville --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Triplets of Belleville --[starred_actors]--> Michèle Caucheteux
Path (Raw):       The Triplets of Belleville --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Triplets of Belleville --[starred_actors]--> Michèle Caucheteux
Neg LogProb(↓):   0.542432
Path Entropy(↓):  0.890310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by pamela franklin
Start Entity:     Pamela Franklin
Gold Answer:      [['Ronald Neame', 'Marcos Efron', 'Richard Boone', 'Bert I. Gordon', 'John Hough']]
Predicted Ans:    Marcos Efron
Predicted Path:   Pamela Franklin --[(INV) starred_actors]--> And Soon the Darkness --[directed_by]--> Marcos Efron
Path (Raw):       Pamela Franklin --[No Operation]--> Pamela Franklin --[(INV) starred_actors]--> And Soon the Darkness --[directed_by]--> Marcos Efron
Neg LogProb(↓):   0.012106
Path Entropy(↓):  0.070233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the jolson story
Start Entity:     The Jolson Story
Gold Answer:      [['Sam Wood', 'Andrew Solt', 'Gillian Armstrong', 'George Cukor', 'Malcolm Leo', 'Otto Preminger', 'Mervyn LeRoy', 'Victor Fleming', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Jolson Story --[written_by]--> Harry Chandlee --[(INV) written_by]--> Sergeant York --[directed_by]--> Howard Hawks
Path (Raw):       The Jolson Story --[written_by]--> Harry Chandlee --[(INV) written_by]--> Sergeant York --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.355224
Path Entropy(↓):  0.718102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of arthur crabtree directed films
Start Entity:     Arthur Crabtree
Gold Answer:      [['1958', '1945']]
Predicted Ans:    1958
Predicted Path:   Arthur Crabtree --[(INV) directed_by]--> Fiend Without a Face --[release_year]--> 1958
Path (Raw):       Arthur Crabtree --[No Operation]--> Arthur Crabtree --[(INV) directed_by]--> Fiend Without a Face --[release_year]--> 1958
Neg LogProb(↓):   0.324657
Path Entropy(↓):  0.590313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of all the real girls was
Start Entity:     All the Real Girls
Gold Answer:      [['David Gordon Green']]
Predicted Ans:    David Gordon Green
Predicted Path:   All the Real Girls --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Your Highness --[directed_by]--> David Gordon Green
Path (Raw):       All the Real Girls --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Your Highness --[directed_by]--> David Gordon Green
Neg LogProb(↓):   0.804300
Path Entropy(↓):  1.305261
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by mari were released in which years
Start Entity:     Mari
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Mari --[(INV) starred_actors]--> Babies --[release_year]--> 2010
Path (Raw):       Mari --[No Operation]--> Mari --[(INV) starred_actors]--> Babies --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of spasmo
Start Entity:     Spasmo
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Spasmo --[written_by]--> Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[in_language]--> Italian
Path (Raw):       Spasmo --[written_by]--> Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by jon connolly
Start Entity:     Jon Connolly
Gold Answer:      [['Stephen Furst', 'Christopher Lloyd', 'Peter Boyle', 'Michael Keaton']]
Predicted Ans:    Michael Keaton
Predicted Path:   Jon Connolly --[(INV) written_by]--> The Dream Team --[starred_actors]--> Michael Keaton
Path (Raw):       Jon Connolly --[No Operation]--> Jon Connolly --[(INV) written_by]--> The Dream Team --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   0.006563
Path Entropy(↓):  0.039660
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the last of the high kings also starred in which films
Start Entity:     The Last of the High Kings
Gold Answer:      [['Bel Ami', 'Prefontaine', 'Monster', 'Now and Then', "All's Faire in Love", 'Mr. Nobody', 'Requiem for a Dream', 'Prozac Nation', 'The Man Who Cried', 'The Opposite of Sex', 'Urban Legend', 'After.Life', 'Around the Block', 'Miranda', 'The Gathering', 'Dallas Buyers Club', 'Sleepy Hollow', "Buffalo '66", 'Black Snake Moan', 'Desert Blue', 'That Darn Cat', 'Pumpkin', 'Pecker']]
Predicted Ans:    Sleepy Hollow
Predicted Path:   The Last of the High Kings --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow
Path (Raw):       The Last of the High Kings --[starred_actors]--> Christina Ricci --[No Operation]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow
Neg LogProb(↓):   0.766463
Path Entropy(↓):  1.646313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of boiling point
Start Entity:     Boiling Point
Gold Answer:      [['Lesley Ann Warren', 'Marlyn Mason', 'Beah Richards', 'Takeshi Kitano', 'Robert Culp', 'Toshiyuki Nishida', 'Tomokazu Miura', 'James Woods']]
Predicted Ans:    Wesley Snipes
Predicted Path:   Boiling Point --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Path (Raw):       Boiling Point --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Boiling Point --[starred_actors]--> Wesley Snipes
Neg LogProb(↓):   0.784627
Path Entropy(↓):  1.764977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What type of movie is nice guys sleep alone
Start Entity:     Nice Guys Sleep Alone
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nice Guys Sleep Alone --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Nice Guys Sleep Alone --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.354943
Path Entropy(↓):  4.509684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie biutiful are directed by who
Start Entity:     Biutiful
Gold Answer:      [['Ridley Scott', 'Fernando León de Aranoa', 'John Malkovich', 'Pedro Almodóvar', 'Mike Newell', 'Ethan Coen', 'Gerardo Vera', 'Pierre Morel', 'Alejandro Amenábar', 'Terrence Malick', 'Sam Mendes', 'Manuel Gómez Pereira']]
Predicted Ans:    Ridley Scott
Predicted Path:   Biutiful --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Path (Raw):       Biutiful --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Neg LogProb(↓):   0.056471
Path Entropy(↓):  0.306722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with brigitte nielsen
Start Entity:     Brigitte Nielsen
Gold Answer:      [['Reni Santoni', 'Paul L. Smith', 'Sandahl Bergman', 'Andrew Robinson', 'Arnold Schwarzenegger', 'Sylvester Stallone']]
Predicted Ans:    Arnold Schwarzenegger
Predicted Path:   Brigitte Nielsen --[(INV) starred_actors]--> Red Sonja --[starred_actors]--> Arnold Schwarzenegger
Path (Raw):       Brigitte Nielsen --[No Operation]--> Brigitte Nielsen --[(INV) starred_actors]--> Red Sonja --[starred_actors]--> Arnold Schwarzenegger
Neg LogProb(↓):   0.000935
Path Entropy(↓):  0.007656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie superman ii released
Start Entity:     Superman II
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Superman II --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Path (Raw):       Superman II --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Neg LogProb(↓):   2.359976
Path Entropy(↓):  3.696834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by christopher hitchens released
Start Entity:     Christopher Hitchens
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Christopher Hitchens --[(INV) written_by]--> The Trials of Henry Kissinger --[release_year]--> 2002
Path (Raw):       Christopher Hitchens --[No Operation]--> Christopher Hitchens --[(INV) written_by]--> The Trials of Henry Kissinger --[release_year]--> 2002
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie 99 and 44 / 100 % dead are written by who
Start Entity:     99 and 44/100% Dead
Gold Answer:      [['Nikolai Gogol', 'James Leo Herlihy', 'John Sayles', 'Edward Anhalt', 'J.D. Zeik', 'David Mamet', 'Richard Condon', 'David Seltzer', 'Rod Serling', 'Robert Ludlum', 'John Hopkins', 'Jerry Beck', 'Charles W. Bailey II', 'Fletcher Knebel', 'Ron Hutchinson', 'George Axelrod', 'Thomas E. Gaddis', 'Guy Trosper', 'H.G. Wells', 'James Drought', 'William Inge', 'Thomas Quinn Curtiss', 'Frank Davis', 'Franklin Coen', 'Rose Valland', 'Madison Jones', 'Thomas Harris', 'Bernard Malamud', 'Richard Stanley', 'Elmore Leonard', 'Ennio De Concini', 'Mario Serandrei', 'David Ely', 'Lewis John Carlino', 'Evan Hunter', "Eugene O'Neill"]]
Predicted Ans:    Ron Hutchinson
Predicted Path:   99 and 44/100% Dead --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       99 and 44/100% Dead --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   1.342797
Path Entropy(↓):  2.310196
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by alice rohrwacher released
Start Entity:     Alice Rohrwacher
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Alice Rohrwacher --[(INV) written_by]--> The Wonders --[release_year]--> 2014
Path (Raw):       Alice Rohrwacher --[No Operation]--> Alice Rohrwacher --[(INV) written_by]--> The Wonders --[release_year]--> 2014
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the gods must be crazy released
Start Entity:     The Gods Must Be Crazy
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   The Gods Must Be Crazy --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       The Gods Must Be Crazy --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   2.910364
Path Entropy(↓):  4.128647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie wilby wonderful
Start Entity:     Wilby Wonderful
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Wilby Wonderful --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Wilby Wonderful --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.967809
Path Entropy(↓):  4.349216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of supergirl was
Start Entity:     Supergirl
Gold Answer:      [['Jeannot Szwarc']]
Predicted Ans:    Jeannot Szwarc
Predicted Path:   Supergirl --[directed_by]--> Jeannot Szwarc --[(INV) directed_by]--> Supergirl --[directed_by]--> Jeannot Szwarc
Path (Raw):       Supergirl --[directed_by]--> Jeannot Szwarc --[(INV) directed_by]--> Supergirl --[directed_by]--> Jeannot Szwarc
Neg LogProb(↓):   0.346364
Path Entropy(↓):  0.652583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the impossible
Start Entity:     The Impossible
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Impossible --[written_by]--> Sergio G. Sánchez --[(INV) written_by]--> The End --[has_genre]--> Comedy
Path (Raw):       The Impossible --[written_by]--> Sergio G. Sánchez --[(INV) written_by]--> The End --[has_genre]--> Comedy
Neg LogProb(↓):   0.137406
Path Entropy(↓):  0.502336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film big trouble
Start Entity:     Big Trouble
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1979', '1974', '2007', '1968', '1998', '2010', '2004', '1982', '1973', '2014', '1994', '1983', '1995', '1976', '1972', '2001', '1996', '1981', '2012', '1986', '1978', '2000', '1997', '1966', '1960', '2005', '1991', '1965', '1999', '1987', '1969']]
Predicted Ans:    2000
Predicted Path:   Big Trouble --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Path (Raw):       Big Trouble --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Lakeboat --[release_year]--> 2000
Neg LogProb(↓):   1.148090
Path Entropy(↓):  1.994137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by maria bamford
Start Entity:     Maria Bamford
Gold Answer:      [['Michael Blieden']]
Predicted Ans:    Michael Blieden
Predicted Path:   Maria Bamford --[(INV) written_by]--> The Comedians of Comedy --[directed_by]--> Michael Blieden
Path (Raw):       Maria Bamford --[No Operation]--> Maria Bamford --[(INV) written_by]--> The Comedians of Comedy --[directed_by]--> Michael Blieden
Neg LogProb(↓):   0.000644
Path Entropy(↓):  0.005377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the neighbors director
Start Entity:     Neighbors
Gold Answer:      [['Buster Keaton', 'Edward F. Cline', 'Irving Brecher', 'Clyde Bruckman', 'Al Boasberg', 'Claude Lelouch', 'Charles Henry Smith', 'Joan Tewkesbury', 'Larry Brown', 'John Boorman', 'Bryce Courtenay', 'Nicholas Stoller', 'Farah Khan', 'Jason Segel', 'Sylvester Stallone', 'Thomas Rickman', 'Michael Schiffer', 'Warren Lane', 'Robert Mark Kamen', 'Roi Cooper Megrue', 'Steve Shagan']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Neighbors --[directed_by]--> Nicholas Stoller --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       Neighbors --[directed_by]--> Nicholas Stoller --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   1.139732
Path Entropy(↓):  1.661560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by the vampire lovers actors
Start Entity:     The Vampire Lovers
Gold Answer:      [['Kevin Connor', 'Edward Dmytryk', 'Paul Annett', 'Peter Sasdy', 'Karl Freund', 'Rodney Gibbons', 'Peter Duffell', 'Neil Jordan', 'Sidney Lanfield', 'Val Guest', 'Terence Fisher', 'Robert Day', 'Alan Gibson', 'Freddie Francis', 'William Butler', 'Jim Clark', 'Eugenio Martín', 'Stephen Sommers']]
Predicted Ans:    Terence Fisher
Predicted Path:   The Vampire Lovers --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Terence Fisher
Path (Raw):       The Vampire Lovers --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Terence Fisher
Neg LogProb(↓):   0.172144
Path Entropy(↓):  0.594795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jane kennedy were released in which years
Start Entity:     Jane Kennedy
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Jane Kennedy --[(INV) written_by]--> The Castle --[release_year]--> 1997
Path (Raw):       Jane Kennedy --[No Operation]--> Jane Kennedy --[(INV) written_by]--> The Castle --[release_year]--> 1997
Neg LogProb(↓):   0.981057
Path Entropy(↓):  1.255670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did ian la frenais write
Start Entity:     Ian La Frenais
Gold Answer:      [['Across the Universe', 'Excess Baggage', 'The Commitments', 'The Prisoner of Zenda', 'Flushed Away', 'The Bank Job']]
Predicted Ans:    The Bank Job
Predicted Path:   Ian La Frenais --[(INV) written_by]--> The Bank Job --[written_by]--> Dick Clement --[(INV) written_by]--> The Bank Job
Path (Raw):       Ian La Frenais --[(INV) written_by]--> The Bank Job --[written_by]--> Dick Clement --[(INV) written_by]--> The Bank Job
Neg LogProb(↓):   0.387955
Path Entropy(↓):  0.648053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of satan met a lady
Start Entity:     Satan Met a Lady
Gold Answer:      [['Dan Totheroh', 'Edward Knoblock', 'Pierre Collings', 'Sheridan Gibney', 'John Huston', 'William Shakespeare', 'Michael Hoffman', 'Alex Proyas', 'Bertram Bloch', 'Robert N. Lee', 'Wells Root', 'George Dyer', 'Robert Nathan', 'Eugene Solow', 'David S. Goyer', 'Ladislas Fodor', 'Ayn Rand', 'Christopher Massie', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Max Trell', 'Heinz Herald', 'Norman Burnstine', 'Franz Werfel', 'Wolfgang Reinhardt', 'Bertita Harding', 'Victor Hugo', 'Lem Dobbs', 'Milton Gunzburg', 'Alvin Meyers', 'Marion Parsonnet', 'Charles Martin']]
Predicted Ans:    Bertram Bloch
Predicted Path:   Satan Met a Lady --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Path (Raw):       Satan Met a Lady --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[written_by]--> Bertram Bloch
Neg LogProb(↓):   0.793226
Path Entropy(↓):  1.425690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in citadel
Start Entity:     Citadel
Gold Answer:      [['Laurence Coriat']]
Predicted Ans:    Laurence Coriat
Predicted Path:   Citadel --[starred_actors]--> Aneurin Barnard --[(INV) starred_actors]--> Hunky Dory --[written_by]--> Laurence Coriat
Path (Raw):       Citadel --[starred_actors]--> Aneurin Barnard --[(INV) starred_actors]--> Hunky Dory --[written_by]--> Laurence Coriat
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.000977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by charlie hardwick
Start Entity:     Charlie Hardwick
Gold Answer:      [['Jonathan Tulloch', 'Mark Herman']]
Predicted Ans:    Mark Herman
Predicted Path:   Charlie Hardwick --[(INV) starred_actors]--> Purely Belter --[written_by]--> Mark Herman
Path (Raw):       Charlie Hardwick --[No Operation]--> Charlie Hardwick --[(INV) starred_actors]--> Purely Belter --[written_by]--> Mark Herman
Neg LogProb(↓):   0.005318
Path Entropy(↓):  0.036432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor gil blank co - starred with who
Start Entity:     Gil Blank
Gold Answer:      [['Sasson Gabai', 'Moni Moshonov', 'Patrick Stewart']]
Predicted Ans:    Patrick Stewart
Predicted Path:   Gil Blank --[(INV) starred_actors]--> Hunting Elephants --[starred_actors]--> Patrick Stewart
Path (Raw):       Gil Blank --[No Operation]--> Gil Blank --[(INV) starred_actors]--> Hunting Elephants --[starred_actors]--> Patrick Stewart
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the man exposed director release
Start Entity:     Man Exposed
Gold Answer:      [['2000', '2008', '2005', '2012', '2011']]
Predicted Ans:    2005
Predicted Path:   Man Exposed --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Frozen Land --[release_year]--> 2005
Path (Raw):       Man Exposed --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Frozen Land --[release_year]--> 2005
Neg LogProb(↓):   1.005070
Path Entropy(↓):  1.133244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote analyze that
Start Entity:     Analyze That
Gold Answer:      [['Harold Ramis']]
Predicted Ans:    mobster
Predicted Path:   Analyze That --[written_by]--> Harold Ramis --[(INV) written_by]--> Analyze That --[has_tags]--> mobster
Path (Raw):       Analyze That --[written_by]--> Harold Ramis --[(INV) written_by]--> Analyze That --[has_tags]--> mobster
Neg LogProb(↓):   0.866272
Path Entropy(↓):  1.410899
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by peter wingfield were directed by who
Start Entity:     Peter Wingfield
Gold Answer:      [['Stuart Gillard']]
Predicted Ans:    Stuart Gillard
Predicted Path:   Peter Wingfield --[(INV) starred_actors]--> Riverworld --[directed_by]--> Stuart Gillard
Path (Raw):       Peter Wingfield --[No Operation]--> Peter Wingfield --[(INV) starred_actors]--> Riverworld --[directed_by]--> Stuart Gillard
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000448
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of idol of the crowds was
Start Entity:     Idol of the Crowds
Gold Answer:      [['Arthur Lubin']]
Predicted Ans:    Arthur Lubin
Predicted Path:   Idol of the Crowds --[directed_by]--> Arthur Lubin --[(INV) directed_by]--> Idol of the Crowds --[directed_by]--> Arthur Lubin
Path (Raw):       Idol of the Crowds --[directed_by]--> Arthur Lubin --[(INV) directed_by]--> Idol of the Crowds --[directed_by]--> Arthur Lubin
Neg LogProb(↓):   0.326495
Path Entropy(↓):  0.741071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of om shanti om
Start Entity:     Om Shanti Om
Gold Answer:      [['Deepika Padukone', 'Peter Falk', 'Zayed Khan', 'Claude Lelouch', 'Sushmita Sen', 'Abhishek Bachchan', 'Sunil Shetty', 'Shah Rukh Khan']]
Predicted Ans:    Peter Falk
Predicted Path:   Om Shanti Om --[directed_by]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[starred_actors]--> Peter Falk
Path (Raw):       Om Shanti Om --[directed_by]--> Farah Khan --[(INV) directed_by]--> Happy New Year --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.012927
Path Entropy(↓):  0.081960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of jack baran
Start Entity:     Jack Baran
Gold Answer:      [['Jim McBride', 'Myra Lewis']]
Predicted Ans:    Jim McBride
Predicted Path:   Jack Baran --[(INV) written_by]--> Great Balls of Fire! --[written_by]--> Jim McBride
Path (Raw):       Jack Baran --[No Operation]--> Jack Baran --[(INV) written_by]--> Great Balls of Fire! --[written_by]--> Jim McBride
Neg LogProb(↓):   0.032774
Path Entropy(↓):  0.172879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by charles beahan
Start Entity:     Charles Beahan
Gold Answer:      [['Victor Schertzinger']]
Predicted Ans:    Victor Schertzinger
Predicted Path:   Charles Beahan --[(INV) written_by]--> One Night of Love --[directed_by]--> Victor Schertzinger
Path (Raw):       Charles Beahan --[No Operation]--> Charles Beahan --[(INV) written_by]--> One Night of Love --[directed_by]--> Victor Schertzinger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was nell shipman the writer of
Start Entity:     Nell Shipman
Gold Answer:      [['Wings in the Dark']]
Predicted Ans:    Wings in the Dark
Predicted Path:   Nell Shipman --[(INV) written_by]--> Wings in the Dark --[written_by]--> Nell Shipman --[(INV) written_by]--> Wings in the Dark
Path (Raw):       Nell Shipman --[(INV) written_by]--> Wings in the Dark --[written_by]--> Nell Shipman --[(INV) written_by]--> Wings in the Dark
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the international director
Start Entity:     The International
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The International --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[has_genre]--> Thriller
Path (Raw):       The International --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[has_genre]--> Thriller
Neg LogProb(↓):   0.041608
Path Entropy(↓):  0.176305
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the dust of time
Start Entity:     The Dust of Time
Gold Answer:      [['Theodoros Angelopoulos']]
Predicted Ans:    Theodoros Angelopoulos
Predicted Path:   The Dust of Time --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[directed_by]--> Theodoros Angelopoulos
Path (Raw):       The Dust of Time --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[directed_by]--> Theodoros Angelopoulos
Neg LogProb(↓):   0.012008
Path Entropy(↓):  0.075423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by lucrecia martel
Start Entity:     Lucrecia Martel
Gold Answer:      [['Spanish']]
Predicted Ans:    lucrecia martel
Predicted Path:   Lucrecia Martel --[(INV) directed_by]--> The Headless Woman --[has_tags]--> lucrecia martel
Path (Raw):       Lucrecia Martel --[No Operation]--> Lucrecia Martel --[(INV) directed_by]--> The Headless Woman --[has_tags]--> lucrecia martel
Neg LogProb(↓):   0.000203
Path Entropy(↓):  0.002022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by yaphet kotto
Start Entity:     Yaphet Kotto
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Yaphet Kotto --[(INV) starred_actors]--> Brubaker --[has_genre]--> Drama
Path (Raw):       Yaphet Kotto --[No Operation]--> Yaphet Kotto --[(INV) starred_actors]--> Brubaker --[has_genre]--> Drama
Neg LogProb(↓):   0.028667
Path Entropy(↓):  0.144121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of follow me quietly starred who
Start Entity:     Follow Me Quietly
Gold Answer:      [['Raymond Burr', 'Steve Brodie', 'Douglas Fowley', 'Audrey Long']]
Predicted Ans:    Raymond Burr
Predicted Path:   Follow Me Quietly --[written_by]--> Anthony Mann --[(INV) written_by]--> Desperate --[starred_actors]--> Raymond Burr
Path (Raw):       Follow Me Quietly --[written_by]--> Anthony Mann --[(INV) written_by]--> Desperate --[starred_actors]--> Raymond Burr
Neg LogProb(↓):   0.072257
Path Entropy(↓):  0.288342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by florence engel randall released
Start Entity:     Florence Engel Randall
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Florence Engel Randall --[(INV) written_by]--> The Watcher in the Woods --[release_year]--> 1980
Path (Raw):       Florence Engel Randall --[No Operation]--> Florence Engel Randall --[(INV) written_by]--> The Watcher in the Woods --[release_year]--> 1980
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie pitfall released
Start Entity:     Pitfall
Gold Answer:      [['1948']]
Predicted Ans:    1962
Predicted Path:   Pitfall --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Path (Raw):       Pitfall --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Neg LogProb(↓):   1.921089
Path Entropy(↓):  3.493963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by samir younis
Start Entity:     Samir Younis
Gold Answer:      [['Sam Kadi']]
Predicted Ans:    Sam Kadi
Predicted Path:   Samir Younis --[(INV) written_by]--> The Citizen --[directed_by]--> Sam Kadi
Path (Raw):       Samir Younis --[No Operation]--> Samir Younis --[(INV) written_by]--> The Citizen --[directed_by]--> Sam Kadi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by arly jover release
Start Entity:     Arly Jover
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Arly Jover --[(INV) starred_actors]--> Empire of the Wolves --[release_year]--> 2005
Path (Raw):       Arly Jover --[No Operation]--> Arly Jover --[(INV) starred_actors]--> Empire of the Wolves --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of long john silver also directed which movies
Start Entity:     Long John Silver
Gold Answer:      [['The War of the Worlds', 'Conquest of Space', 'The Naked Jungle', 'The First Texan', 'Robinson Crusoe on Mars']]
Predicted Ans:    The Naked Jungle
Predicted Path:   Long John Silver --[directed_by]--> Byron Haskin --[(INV) directed_by]--> The Naked Jungle
Path (Raw):       Long John Silver --[directed_by]--> Byron Haskin --[(INV) directed_by]--> The Naked Jungle --[No Operation]--> The Naked Jungle
Neg LogProb(↓):   0.112953
Path Entropy(↓):  0.449362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by rob meltzer fall under
Start Entity:     Rob Meltzer
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rob Meltzer --[(INV) directed_by]--> Welcome to the Jungle --[has_genre]--> Comedy
Path (Raw):       Rob Meltzer --[No Operation]--> Rob Meltzer --[(INV) directed_by]--> Welcome to the Jungle --[has_genre]--> Comedy
Neg LogProb(↓):   0.118960
Path Entropy(↓):  0.351000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the lavender hill mob also starred in which movies
Start Entity:     The Lavender Hill Mob
Gold Answer:      [['The Mudlark', 'Tunes of Glory', 'Kind Hearts and Coronets', 'Little Lord Fauntleroy', 'Last Holiday', 'Our Man in Havana', 'The Bridge on the River Kwai', 'The Ladykillers', "The Horse's Mouth", 'Cromwell', 'The Titfield Thunderbolt', 'The Fall of the Roman Empire', 'Lovesick', 'Passport to Pimlico', 'The Prisoner', 'The Man in the White Suit', 'The Swan', 'A Run for Your Money', "The Captain's Paradise", 'The Quiller Memorandum', 'Oliver Twist', 'The Way Ahead']]
Predicted Ans:    The Lavender Hill Mob
Predicted Path:   The Lavender Hill Mob --[starred_actors]--> Alfie Bass --[(INV) starred_actors]--> The Lavender Hill Mob
Path (Raw):       The Lavender Hill Mob --[starred_actors]--> Alfie Bass --[No Operation]--> Alfie Bass --[(INV) starred_actors]--> The Lavender Hill Mob
Neg LogProb(↓):   1.504494
Path Entropy(↓):  1.066031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies acted by esther williams in
Start Entity:     Esther Williams
Gold Answer:      [['Musical', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Esther Williams --[(INV) starred_actors]--> Jupiter's Darling --[has_genre]--> Comedy
Path (Raw):       Esther Williams --[No Operation]--> Esther Williams --[(INV) starred_actors]--> Jupiter's Darling --[has_genre]--> Comedy
Neg LogProb(↓):   0.915012
Path Entropy(↓):  1.288242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by ronald austin
Start Entity:     Ronald Austin
Gold Answer:      [['Harry in Your Pocket']]
Predicted Ans:    Harry in Your Pocket
Predicted Path:   Ronald Austin --[(INV) written_by]--> Harry in Your Pocket --[written_by]--> Ronald Austin --[(INV) written_by]--> Harry in Your Pocket
Path (Raw):       Ronald Austin --[(INV) written_by]--> Harry in Your Pocket --[written_by]--> Ronald Austin --[(INV) written_by]--> Harry in Your Pocket
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by ivan sergei
Start Entity:     Ivan Sergei
Gold Answer:      [['Nora Roberts', 'Carl Foreman']]
Predicted Ans:    Carl Foreman
Predicted Path:   Ivan Sergei --[(INV) starred_actors]--> High Noon --[written_by]--> Carl Foreman
Path (Raw):       Ivan Sergei --[No Operation]--> Ivan Sergei --[(INV) starred_actors]--> High Noon --[written_by]--> Carl Foreman
Neg LogProb(↓):   0.011234
Path Entropy(↓):  0.061413
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of robert stevenson written films
Start Entity:     Robert Stevenson
Gold Answer:      [['Franco Zeffirelli', 'Delbert Mann', 'Cary Fukunaga']]
Predicted Ans:    Robert Stevenson
Predicted Path:   Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Path (Raw):       Robert Stevenson --[No Operation]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   0.424785
Path Entropy(↓):  1.069724
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie the boy with green hair
Start Entity:     The Boy with Green Hair
Gold Answer:      [['Robert Wise', 'Edward Dmytryk', 'John Cromwell', 'Fritz Lang', 'Tay Garnett', 'Edward Buzzell', 'Rudolph Maté', 'Richard Fleischer', 'William D. Russell', 'Roy Ward Baker', 'Mel Ferrer', 'Lewis Milestone', 'Billy Wilder', 'Henry Hathaway', 'Raoul Walsh', 'André De Toth', 'John Frankenheimer', 'Ken Annakin', 'Nicholas Ray', 'Peter Ustinov', 'Anthony Mann', 'Michael Curtiz', 'Anatole Litvak', 'Jacques Tourneur', 'Leos Carax', 'Wim Wenders', 'Max Ophüls', 'Michael Winner', 'Jack Cardiff', 'Bill Rebane', 'Vincent J. Donehue', 'Dario Argento', 'Daniel Haller', 'Dean Stockwell', 'John Sturges', 'John Flynn', 'John Farrow', 'Victor Saville', 'Neil Young', 'Irving Reis', 'Ted Tetzlaff', 'Fred Zinnemann', 'Sherman Todd', 'Lloyd Bacon', 'Richard Brooks', 'Egidio Coccimiglio', 'Robert M. Young', 'Sam Peckinpah', 'Joseph H. Lewis', 'Ida Lupino', 'Robert Stevenson', 'Jean Renoir']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Boy with Green Hair --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Path (Raw):       The Boy with Green Hair --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.747215
Path Entropy(↓):  1.159501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by david mandel
Start Entity:     David Mandel
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   David Mandel --[(INV) directed_by]--> EuroTrip --[in_language]--> German
Path (Raw):       David Mandel --[No Operation]--> David Mandel --[(INV) directed_by]--> EuroTrip --[in_language]--> German
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by ken scott fall under
Start Entity:     Ken Scott
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ken Scott --[(INV) directed_by]--> Starbuck --[has_genre]--> Comedy
Path (Raw):       Ken Scott --[No Operation]--> Ken Scott --[(INV) directed_by]--> Starbuck --[has_genre]--> Comedy
Neg LogProb(↓):   0.002048
Path Entropy(↓):  0.014745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote tokyo - ga
Start Entity:     Tokyo-Ga
Gold Answer:      [['Ry Cooder', 'Compay Segundo', 'Meg Ryan', 'Dennis Hopper', 'Campino', 'Henry B. Walthall', 'Nicolas Cage', 'Solveig Dommartin', 'Demi Moore', 'Otto Sander', 'John Malkovich', 'Wim Wenders', 'Bill Pullman', 'Traci Lind', 'Rosalind Chao', 'Gary Oldman', 'Robert Duvall', 'Lou Castel', 'Senta Berger', 'Hans Christian Blech', 'Juliano Ribeiro Salgado', 'Sebastião Salgado', 'Nastassja Kinski', 'Michelle Williams', 'John Diehl', 'Irène Jacob', 'Andie MacDowell', 'Bruno Ganz']]
Predicted Ans:    Bruno Ganz
Predicted Path:   Tokyo-Ga --[written_by]--> Wim Wenders --[(INV) written_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Path (Raw):       Tokyo-Ga --[written_by]--> Wim Wenders --[(INV) written_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   1.105584
Path Entropy(↓):  1.445497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by rich christiano
Start Entity:     Rich Christiano
Gold Answer:      [['Gavin MacLeod', 'D. David Morin']]
Predicted Ans:    Gavin MacLeod
Predicted Path:   Rich Christiano --[(INV) directed_by]--> The Secrets of Jonathan Sperry --[starred_actors]--> Gavin MacLeod
Path (Raw):       Rich Christiano --[No Operation]--> Rich Christiano --[(INV) directed_by]--> The Secrets of Jonathan Sperry --[starred_actors]--> Gavin MacLeod
Neg LogProb(↓):   0.036147
Path Entropy(↓):  0.153375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of jamey sheridan starred movies
Start Entity:     Jamey Sheridan
Gold Answer:      [['Bette Gordon']]
Predicted Ans:    Bette Gordon
Predicted Path:   Jamey Sheridan --[(INV) starred_actors]--> Handsome Harry --[directed_by]--> Bette Gordon
Path (Raw):       Jamey Sheridan --[No Operation]--> Jamey Sheridan --[(INV) starred_actors]--> Handsome Harry --[directed_by]--> Bette Gordon
Neg LogProb(↓):   0.041214
Path Entropy(↓):  0.169138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by only the strong actors release
Start Entity:     Only the Strong
Gold Answer:      [['1997', '1994', '1992', '2002']]
Predicted Ans:    1997
Predicted Path:   Only the Strong --[starred_actors]--> Mark Dacascos --[(INV) starred_actors]--> DNA --[release_year]--> 1997
Path (Raw):       Only the Strong --[starred_actors]--> Mark Dacascos --[(INV) starred_actors]--> DNA --[release_year]--> 1997
Neg LogProb(↓):   0.157954
Path Entropy(↓):  0.484023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of money for nothing
Start Entity:     Money for Nothing
Gold Answer:      [['Ridley Scott', 'Jon Avnet', 'Maria Ripoll', 'Will Gluck', 'John Huston']]
Predicted Ans:    Will Gluck
Predicted Path:   Money for Nothing --[written_by]--> Carol Sobieski --[(INV) written_by]--> Annie --[directed_by]--> Will Gluck
Path (Raw):       Money for Nothing --[written_by]--> Carol Sobieski --[(INV) written_by]--> Annie --[directed_by]--> Will Gluck
Neg LogProb(↓):   0.545257
Path Entropy(↓):  0.992128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is born to win in
Start Entity:     Born to Win
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Born to Win --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Born to Win --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.330215
Path Entropy(↓):  4.485073
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote four nights of a dreamer
Start Entity:     Four Nights of a Dreamer
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Four Nights of a Dreamer --[written_by]--> Robert Bresson --[(INV) written_by]--> Four Nights of a Dreamer --[in_language]--> French
Path (Raw):       Four Nights of a Dreamer --[written_by]--> Robert Bresson --[(INV) written_by]--> Four Nights of a Dreamer --[in_language]--> French
Neg LogProb(↓):   0.017542
Path Entropy(↓):  0.093558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter elizabeth gilbert
Start Entity:     Elizabeth Gilbert
Gold Answer:      [['Julia Roberts']]
Predicted Ans:    Julia Roberts
Predicted Path:   Elizabeth Gilbert --[(INV) written_by]--> Eat Pray Love --[starred_actors]--> Julia Roberts
Path (Raw):       Elizabeth Gilbert --[No Operation]--> Elizabeth Gilbert --[(INV) written_by]--> Eat Pray Love --[starred_actors]--> Julia Roberts
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed hell is for heroes
Start Entity:     Hell Is for Heroes
Gold Answer:      [['Western', 'Short', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hell Is for Heroes --[directed_by]--> Don Siegel --[(INV) directed_by]--> Madigan --[has_genre]--> Drama
Path (Raw):       Hell Is for Heroes --[directed_by]--> Don Siegel --[(INV) directed_by]--> Madigan --[has_genre]--> Drama
Neg LogProb(↓):   0.957794
Path Entropy(↓):  1.412620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of awakenings starred who
Start Entity:     Awakenings
Gold Answer:      [['Mira Sorvino', 'Val Kilmer']]
Predicted Ans:    Robert De Niro
Predicted Path:   Awakenings --[written_by]--> Oliver Sacks --[(INV) written_by]--> Awakenings --[starred_actors]--> Robert De Niro
Path (Raw):       Awakenings --[written_by]--> Oliver Sacks --[(INV) written_by]--> Awakenings --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.228503
Path Entropy(↓):  0.561013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of tyrannosaur
Start Entity:     Tyrannosaur
Gold Answer:      [['Shane Meadows']]
Predicted Ans:    Shane Meadows
Predicted Path:   Tyrannosaur --[written_by]--> Paddy Considine --[(INV) written_by]--> Dead Man's Shoes --[directed_by]--> Shane Meadows
Path (Raw):       Tyrannosaur --[written_by]--> Paddy Considine --[(INV) written_by]--> Dead Man's Shoes --[directed_by]--> Shane Meadows
Neg LogProb(↓):   0.001038
Path Entropy(↓):  0.008163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the turning point also starred in which films
Start Entity:     The Turning Point
Gold Answer:      [['Mrs. Winterbourne', 'Nightfall', 'Can-Can', "All in a Night's Work", 'Irma la Douce', 'Redwood Highway', 'A River Runs Through It', 'Career', 'White Nights', 'The Dead Zone', 'Agnes of God', 'Gorilla at Large', 'Gambit', 'The Apartment', 'Poison Ivy', 'Two Mules for Sister Sara', 'MASH', 'Terms of Endearment', 'Dancers', 'The Evening Star', 'The Matchmaker', 'The Sheepman', 'My Geisha', 'The China Lake Murders', 'Big Bad Mama', 'Company Business', 'G.I. Jane', 'Delgo', 'The Possession of Joel Delaney', 'Carolina', 'The Graduate', 'The Elephant Man', 'Postcards from the Edge', 'Being There', 'Two for the Seesaw', 'What a Way to Go!', 'Keeping the Faith', 'The Pumpkin Eater', 'Guarding Tess', 'The Other Sister', 'Antz', 'Sweet Charity', 'Torch Song Trilogy', 'The Miracle Worker', 'Rumor Has It...', 'Fatso', 'Mr. Jones', 'Bernie', 'Home for the Holidays', "'night, Mother", 'The Raid', 'Alien', "The Children's Hour", '7 Women', 'Bruno', 'Wrestling Ernest Hemingway', 'Some Came Running', 'Whiteout', 'Closing the Ring', 'Critical Care', 'Artists and Models', 'The Slender Thread']]
Predicted Ans:    The Children's Hour
Predicted Path:   The Turning Point --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> The Children's Hour
Path (Raw):       The Turning Point --[starred_actors]--> Shirley MacLaine --[No Operation]--> Shirley MacLaine --[(INV) starred_actors]--> The Children's Hour
Neg LogProb(↓):   1.755568
Path Entropy(↓):  2.591647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the faculty
Start Entity:     The Faculty
Gold Answer:      [['David Arquette', 'Rosario Dawson', 'Robert De Niro', 'Zoë Bell', 'Salma Hayek', 'Marley Shelton', 'Josh Brolin', 'Kurt Russell', 'Steven Seagal', 'Daryl Sabara', 'Jessica Alba', 'Johnny Depp', 'Jason Wiles', 'Amber Heard', 'Danny Trejo', 'Carla Gugino', 'Alexis Bledel', 'Antonio Banderas', 'Rose McGowan', 'Mel Gibson']]
Predicted Ans:    Kurt Russell
Predicted Path:   The Faculty --[directed_by]--> Robert Rodriguez --[(INV) directed_by]--> Grindhouse --[starred_actors]--> Kurt Russell
Path (Raw):       The Faculty --[directed_by]--> Robert Rodriguez --[(INV) directed_by]--> Grindhouse --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.717656
Path Entropy(↓):  1.033095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of warren taylor written movies
Start Entity:     Warren Taylor
Gold Answer:      [['Paul Shapiro']]
Predicted Ans:    Paul Shapiro
Predicted Path:   Warren Taylor --[(INV) written_by]--> Dead Husbands --[directed_by]--> Paul Shapiro
Path (Raw):       Warren Taylor --[No Operation]--> Warren Taylor --[(INV) written_by]--> Dead Husbands --[directed_by]--> Paul Shapiro
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the four feathers
Start Entity:     The Four Feathers
Gold Answer:      [['Milton Subotsky', 'Alexandre Aja', 'Winston Churchill', 'Nicholas E. Baehr', 'Geoffrey Haley', 'Augustus Goetz', 'Megan Griffiths', 'Al Feldstein', 'Roland Joffé', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Carl Foreman', 'Gilbert Wakefield', 'Ian Dalrymple', 'Claude Binyon', 'Wells Root', 'Kristin Hunter', 'John Irving', 'Cecil Lewis', 'Howard Barker', 'Sidney Poitier', 'Ken Russell', 'Richard Matheson', 'Hal Barwood', 'Chong Kim', 'Richard B. Phillips', 'Matthew Robbins', 'Donald Ogden Stewart', 'Noel Langley', 'Steve Kloves', 'Ivor Novello', 'John L. Balderston', 'Grégory Levasseur', 'Beau Thorne', 'Irving Ravetch', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Alan Ball', 'Arthur Wimperis', 'Edgar Rice Burroughs', 'Tony Richardson', 'Dan Gordon', 'Michael Hofmann', 'Eric Steven Stahl', 'Joseph Conrad', 'Stephen King', 'James Norman Hall', 'Franck Khalfoun', 'Ray Harryhausen', 'Baroness Emmuska Orczy', 'Henry James']]
Predicted Ans:    Eric Steven Stahl
Predicted Path:   The Four Feathers --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[written_by]--> Eric Steven Stahl
Path (Raw):       The Four Feathers --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[written_by]--> Eric Steven Stahl
Neg LogProb(↓):   0.658575
Path Entropy(↓):  1.586068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the fixer starred who
Start Entity:     The Fixer
Gold Answer:      [['Ida Kaminska', 'Kim Basinger', 'Harry Belafonte', 'Robert Redford', 'Robert Duvall', 'Zero Mostel', 'Glenn Close']]
Predicted Ans:    Robert Redford
Predicted Path:   The Fixer --[written_by]--> Bernard Malamud --[(INV) written_by]--> The Natural --[starred_actors]--> Robert Redford
Path (Raw):       The Fixer --[written_by]--> Bernard Malamud --[(INV) written_by]--> The Natural --[starred_actors]--> Robert Redford
Neg LogProb(↓):   0.705061
Path Entropy(↓):  1.008193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the grass harp starred which actors
Start Entity:     The Grass Harp
Gold Answer:      [['Edward Furlong', 'Piper Laurie', 'Sissy Spacek', 'Walter Matthau']]
Predicted Ans:    Walter Matthau
Predicted Path:   The Grass Harp --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Path (Raw):       The Grass Harp --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> King Creole --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   0.841290
Path Entropy(↓):  1.581375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by taye diggs in
Start Entity:     Taye Diggs
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Taye Diggs --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Path (Raw):       Taye Diggs --[No Operation]--> Taye Diggs --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie il grido were in which languages
Start Entity:     Il Grido
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Il Grido --[starred_actors]--> Alida Valli --[(INV) starred_actors]--> Il Grido --[in_language]--> Italian
Path (Raw):       Il Grido --[starred_actors]--> Alida Valli --[(INV) starred_actors]--> Il Grido --[in_language]--> Italian
Neg LogProb(↓):   0.039526
Path Entropy(↓):  0.176117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by jonathan groff
Start Entity:     Jonathan Groff
Gold Answer:      [['Kyle Patrick Alvarez', 'Ryan Murphy', 'Jennifer Lee', 'Shivajee Chandrabhushan', 'Chris Buck', 'Adam Green']]
Predicted Ans:    Chris Buck
Predicted Path:   Jonathan Groff --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Path (Raw):       Jonathan Groff --[No Operation]--> Jonathan Groff --[(INV) starred_actors]--> Frozen --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.314792
Path Entropy(↓):  0.715556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing avatar
Start Entity:     Avatar
Gold Answer:      [['natives', 'effects', 'mining', 'science', 'giovanni ribisi', 'war', 'art direction', 'james cameron', '3d', 'cinematography', 'visual', 'sam worthington', 'imax', 'epic', 'technology', 'michelle rodriguez', 'zoe saldana', 'sigourney weaver', 'eco', 'science fiction']]
Predicted Ans:    natives
Predicted Path:   Avatar --[has_tags]--> natives --[(INV) has_tags]--> Avatar --[has_tags]--> natives
Path (Raw):       Avatar --[has_tags]--> natives --[(INV) has_tags]--> Avatar --[has_tags]--> natives
Neg LogProb(↓):   0.134201
Path Entropy(↓):  0.476110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with big man japan in
Start Entity:     Big Man Japan
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Big Man Japan --[directed_by]--> Hitoshi Matsumoto --[(INV) directed_by]--> Big Man Japan --[in_language]--> Japanese
Path (Raw):       Big Man Japan --[directed_by]--> Hitoshi Matsumoto --[(INV) directed_by]--> Big Man Japan --[in_language]--> Japanese
Neg LogProb(↓):   0.064536
Path Entropy(↓):  0.234573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the song of bernadette were in which languages
Start Entity:     The Song of Bernadette
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Song of Bernadette --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[in_language]--> Italian
Path (Raw):       The Song of Bernadette --[directed_by]--> Henry King --[(INV) directed_by]--> A Bell for Adano --[in_language]--> Italian
Neg LogProb(↓):   0.263156
Path Entropy(↓):  0.571115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by amy seimetz release
Start Entity:     Amy Seimetz
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Amy Seimetz --[(INV) directed_by]--> Sun Don't Shine --[release_year]--> 2012
Path (Raw):       Amy Seimetz --[No Operation]--> Amy Seimetz --[(INV) directed_by]--> Sun Don't Shine --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did amy matysio star in
Start Entity:     Amy Matysio
Gold Answer:      [['WolfCop']]
Predicted Ans:    WolfCop
Predicted Path:   Amy Matysio --[(INV) starred_actors]--> WolfCop --[starred_actors]--> Amy Matysio --[(INV) starred_actors]--> WolfCop
Path (Raw):       Amy Matysio --[(INV) starred_actors]--> WolfCop --[starred_actors]--> Amy Matysio --[(INV) starred_actors]--> WolfCop
Neg LogProb(↓):   0.105902
Path Entropy(↓):  0.336419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of this world, then the fireworks
Start Entity:     This World, Then the Fireworks
Gold Answer:      [['The Killer Inside Me', 'The Killing', 'Série noire', 'After Dark, My Sweet', 'The Grifters', 'The Getaway']]
Predicted Ans:    The Getaway
Predicted Path:   This World, Then the Fireworks --[written_by]--> Jim Thompson --[(INV) written_by]--> The Getaway
Path (Raw):       This World, Then the Fireworks --[written_by]--> Jim Thompson --[(INV) written_by]--> The Getaway --[No Operation]--> The Getaway
Neg LogProb(↓):   0.730099
Path Entropy(↓):  0.862741
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by wim wenders were in which genres
Start Entity:     Wim Wenders
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       Wim Wenders --[No Operation]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.313430
Path Entropy(↓):  0.914480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film robocop 3 released
Start Entity:     RoboCop 3
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   RoboCop 3 --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       RoboCop 3 --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.746126
Path Entropy(↓):  4.352174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of masterminds
Start Entity:     Masterminds
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Masterminds --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Path (Raw):       Masterminds --[release_year]--> 1997 --[(INV) release_year]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   2.644274
Path Entropy(↓):  4.365697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with la promesse
Start Entity:     La Promesse
Gold Answer:      [['The Kid with a Bike', 'The Son']]
Predicted Ans:    The Son
Predicted Path:   La Promesse --[written_by]--> Luc Dardenne --[(INV) written_by]--> The Son
Path (Raw):       La Promesse --[written_by]--> Luc Dardenne --[(INV) written_by]--> The Son --[No Operation]--> The Son
Neg LogProb(↓):   0.147093
Path Entropy(↓):  0.402487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film saving grace were in which genres
Start Entity:     Saving Grace
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Saving Grace --[written_by]--> Mark Crowdy --[(INV) written_by]--> Saving Grace --[has_genre]--> Comedy
Path (Raw):       Saving Grace --[written_by]--> Mark Crowdy --[(INV) written_by]--> Saving Grace --[has_genre]--> Comedy
Neg LogProb(↓):   0.106006
Path Entropy(↓):  0.326793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by steven knight
Start Entity:     Steven Knight
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Steven Knight --[(INV) written_by]--> Eastern Promises --[in_language]--> Russian
Path (Raw):       Steven Knight --[No Operation]--> Steven Knight --[(INV) written_by]--> Eastern Promises --[in_language]--> Russian
Neg LogProb(↓):   0.000320
Path Entropy(↓):  0.002972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote thank you for smoking
Start Entity:     Thank You for Smoking
Gold Answer:      [['Jason Reitman']]
Predicted Ans:    Jason Reitman
Predicted Path:   Thank You for Smoking --[written_by]--> Jason Reitman --[(INV) written_by]--> Thank You for Smoking --[directed_by]--> Jason Reitman
Path (Raw):       Thank You for Smoking --[written_by]--> Jason Reitman --[(INV) written_by]--> Thank You for Smoking --[directed_by]--> Jason Reitman
Neg LogProb(↓):   0.239674
Path Entropy(↓):  0.785399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor howard hesseman co - starred with who
Start Entity:     Howard Hesseman
Gold Answer:      [['Jonathan Zaccaï', 'Sylvia Kristel', 'Eric Brown', 'Donna Dixon', 'Deborah Foreman', 'Dan Aykroyd']]
Predicted Ans:    Dan Aykroyd
Predicted Path:   Howard Hesseman --[(INV) starred_actors]--> Doctor Detroit --[starred_actors]--> Dan Aykroyd
Path (Raw):       Howard Hesseman --[No Operation]--> Howard Hesseman --[(INV) starred_actors]--> Doctor Detroit --[starred_actors]--> Dan Aykroyd
Neg LogProb(↓):   0.000912
Path Entropy(↓):  0.008461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor alix koromzay appeared in the same movie with who
Start Entity:     Alix Koromzay
Gold Answer:      [['Bruno Campos']]
Predicted Ans:    Alix Koromzay
Predicted Path:   Alix Koromzay --[(INV) starred_actors]--> Mimic 2 --[starred_actors]--> Alix Koromzay
Path (Raw):       Alix Koromzay --[No Operation]--> Alix Koromzay --[(INV) starred_actors]--> Mimic 2 --[starred_actors]--> Alix Koromzay
Neg LogProb(↓):   0.253123
Path Entropy(↓):  0.531461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by the director of 1941
Start Entity:     1941
Gold Answer:      [['Philip Kaufman', 'Hergé', 'Jeffrey Boam', 'Michael Crichton', 'Jon Cohen', 'David Franzoni', 'Philip K. Dick', 'George Lucas', 'Willard Huyck', 'Gloria Katz', 'Peter Benchley', 'Lawrence Kasdan', 'James V. Hart', 'Malia Scotch Marmo', 'David Koepp', 'Josh Friedman', 'Joe Cornish', 'Richard Matheson', 'Melissa Mathison', 'Eric Roth', 'Jeff Nathanson', 'Steven Moffat', 'Steven Zaillian', 'Tony Kushner', 'Doris Kearns Goodwin', 'Steven Spielberg', 'Alice Walker', 'Edgar Wright', 'Michael Morpurgo', 'Thomas Keneally', 'Carl Gottlieb', 'Nick Castle', 'Robert Rodat', 'Brian Aldiss', 'Ian Watson']]
Predicted Ans:    Philip Kaufman
Predicted Path:   1941 --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[written_by]--> Philip Kaufman
Path (Raw):       1941 --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[written_by]--> Philip Kaufman
Neg LogProb(↓):   1.164970
Path Entropy(↓):  2.429721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie earth
Start Entity:     Earth
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Earth --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Earth --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.309932
Path Entropy(↓):  4.614172
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with the wings of eagles in
Start Entity:     The Wings of Eagles
Gold Answer:      [['Welsh', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   The Wings of Eagles --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The Wings of Eagles --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.016960
Path Entropy(↓):  0.091236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of play it again, sam
Start Entity:     Play It Again, Sam
Gold Answer:      [['Bing Crosby', 'Steve Martin', 'Kenny Wormald', 'Robert Klein', 'Greer Garson', 'Madge Evans', 'Chris Sarandon', 'Jessica Harper', 'Nicol Williamson', 'Mikhail Baryshnikov', 'John Cusack', 'James Caan', 'Tom Skerritt', 'Lee Meredith', 'Matthew Broderick', 'Maggie Smith', 'Goldie Hawn', 'Dyan Cannon', 'Joan Hackett', 'Edith Fellows', 'Richard Benjamin', 'Julianne Hough', 'Dennis Quaid', 'Dan Dailey', 'Roddy McDowall', 'Robert Donat', 'Kathleen Turner', 'Jason Robards', 'George Burns', 'Jeff Daniels', 'Patricia Heaton', 'James Spader', 'Whoopi Goldberg', 'Anne Bancroft', 'Shirley MacLaine', 'Robert Duvall', 'Quinn Cummings', 'Paul Benedict', 'John Lithgow', 'Walter Matthau', 'Alan Arkin', 'Donald Sutherland', 'Rick Moranis', 'Marsha Mason', 'Betty Grable', 'Omar Sharif', 'Richard Dreyfuss', 'George Segal', 'Bernadette Peters', 'Drew Barrymore', 'James Coburn', 'Joan Cusack', 'Kevin Bacon', 'Andie MacDowell', 'Louis Armstrong', 'Barbra Streisand']]
Predicted Ans:    Walter Matthau
Predicted Path:   Play It Again, Sam --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Path (Raw):       Play It Again, Sam --[directed_by]--> Herbert Ross --[(INV) directed_by]--> The Sunshine Boys --[starred_actors]--> Walter Matthau
Neg LogProb(↓):   1.080097
Path Entropy(↓):  1.812656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by robert f. lyons
Start Entity:     Robert F. Lyons
Gold Answer:      [['J. Lee Thompson']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   Robert F. Lyons --[(INV) starred_actors]--> Murphy's Law --[directed_by]--> J. Lee Thompson
Path (Raw):       Robert F. Lyons --[No Operation]--> Robert F. Lyons --[(INV) starred_actors]--> Murphy's Law --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by vladimir menshov release
Start Entity:     Vladimir Menshov
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Vladimir Menshov --[(INV) directed_by]--> Moscow Does Not Believe in Tears --[release_year]--> 1980
Path (Raw):       Vladimir Menshov --[No Operation]--> Vladimir Menshov --[(INV) directed_by]--> Moscow Does Not Believe in Tears --[release_year]--> 1980
Neg LogProb(↓):   0.011183
Path Entropy(↓):  0.061089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the informers were directed by who
Start Entity:     The Informers
Gold Answer:      [['Paul Schrader', 'Nicholas Jarecki', 'Roger Avary', 'Mary Harron']]
Predicted Ans:    Roger Avary
Predicted Path:   The Informers --[written_by]--> Bret Easton Ellis --[(INV) written_by]--> The Rules of Attraction --[directed_by]--> Roger Avary
Path (Raw):       The Informers --[written_by]--> Bret Easton Ellis --[(INV) written_by]--> The Rules of Attraction --[directed_by]--> Roger Avary
Neg LogProb(↓):   0.463720
Path Entropy(↓):  0.723585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film husbands
Start Entity:     Husbands
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Husbands --[release_year]--> 1970 --[(INV) release_year]--> Tribes --[release_year]--> 1970
Path (Raw):       Husbands --[release_year]--> 1970 --[(INV) release_year]--> Tribes --[release_year]--> 1970
Neg LogProb(↓):   2.648088
Path Entropy(↓):  3.962071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in joe the king
Start Entity:     Joe the King
Gold Answer:      [['Austin Pendleton', 'Noah Fleiss', 'Karen Young', 'Camryn Manheim']]
Predicted Ans:    Camryn Manheim
Predicted Path:   Joe the King --[starred_actors]--> Camryn Manheim --[(INV) starred_actors]--> Joe the King --[starred_actors]--> Camryn Manheim
Path (Raw):       Joe the King --[starred_actors]--> Camryn Manheim --[(INV) starred_actors]--> Joe the King --[starred_actors]--> Camryn Manheim
Neg LogProb(↓):   0.090694
Path Entropy(↓):  0.356481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for girl crazy
Start Entity:     Girl Crazy
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Girl Crazy --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Girl Crazy --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.759882
Path Entropy(↓):  1.297486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is what ever happened to baby jane?
Start Entity:     What Ever Happened to Baby Jane?
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   What Ever Happened to Baby Jane? --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       What Ever Happened to Baby Jane? --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.544660
Path Entropy(↓):  2.967624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote school of rock
Start Entity:     School of Rock
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   School of Rock --[written_by]--> Mike White --[(INV) written_by]--> Orange County --[has_genre]--> Comedy
Path (Raw):       School of Rock --[written_by]--> Mike White --[(INV) written_by]--> Orange County --[has_genre]--> Comedy
Neg LogProb(↓):   0.509847
Path Entropy(↓):  0.878420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed films with wes craven
Start Entity:     Wes Craven
Gold Answer:      [['Alexandre Aja', 'Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Gérard Depardieu', 'Gurinder Chadha', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Samuel Bayer', 'Alexander Payne', 'Dennis Iliadis']]
Predicted Ans:    Wes Craven
Predicted Path:   Wes Craven --[(INV) directed_by]--> Scream --[directed_by]--> Wes Craven
Path (Raw):       Wes Craven --[No Operation]--> Wes Craven --[(INV) directed_by]--> Scream --[directed_by]--> Wes Craven
Neg LogProb(↓):   0.287057
Path Entropy(↓):  0.950111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films that share actors with the slugger's wife fall under
Start Entity:     The Slugger's Wife
Gold Answer:      [['Romance', 'Family', 'Sport', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Slugger's Wife --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[has_genre]--> Horror
Path (Raw):       The Slugger's Wife --[starred_actors]--> Rebecca De Mornay --[(INV) starred_actors]--> Apartment 1303 3D --[has_genre]--> Horror
Neg LogProb(↓):   0.763376
Path Entropy(↓):  1.290098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter hermann hesse co - wrote movies with who
Start Entity:     Hermann Hesse
Gold Answer:      [['Conrad Rooks']]
Predicted Ans:    Hermann Hesse
Predicted Path:   Hermann Hesse --[(INV) written_by]--> Siddhartha --[written_by]--> Hermann Hesse
Path (Raw):       Hermann Hesse --[No Operation]--> Hermann Hesse --[(INV) written_by]--> Siddhartha --[written_by]--> Hermann Hesse
Neg LogProb(↓):   0.001727
Path Entropy(↓):  0.012702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movie as i was moving ahead occasionally i saw brief glimpses of beauty
Start Entity:     As I Was Moving Ahead Occasionally I Saw Brief Glimpses of Beauty
Gold Answer:      [['Jonas Mekas']]
Predicted Ans:    Jonas Mekas
Predicted Path:   As I Was Moving Ahead Occasionally I Saw Brief Glimpses of Beauty --[directed_by]--> Jonas Mekas --[(INV) directed_by]--> As I Was Moving Ahead Occasionally I Saw Brief Glimpses of Beauty --[directed_by]--> Jonas Mekas
Path (Raw):       As I Was Moving Ahead Occasionally I Saw Brief Glimpses of Beauty --[directed_by]--> Jonas Mekas --[(INV) directed_by]--> As I Was Moving Ahead Occasionally I Saw Brief Glimpses of Beauty --[directed_by]--> Jonas Mekas
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was leopold atlas a writer on
Start Entity:     Leopold Atlas
Gold Answer:      [['My Forbidden Past']]
Predicted Ans:    My Forbidden Past
Predicted Path:   Leopold Atlas --[(INV) written_by]--> My Forbidden Past --[written_by]--> Polan Banks --[(INV) written_by]--> My Forbidden Past
Path (Raw):       Leopold Atlas --[(INV) written_by]--> My Forbidden Past --[written_by]--> Polan Banks --[(INV) written_by]--> My Forbidden Past
Neg LogProb(↓):   0.371009
Path Entropy(↓):  0.619254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the inbetweeners 2 also starred in which films
Start Entity:     The Inbetweeners 2
Gold Answer:      [['The Pyramid', 'The Inbetweeners Movie']]
Predicted Ans:    The Inbetweeners 2
Predicted Path:   The Inbetweeners 2 --[starred_actors]--> James Buckley --[(INV) starred_actors]--> The Inbetweeners 2
Path (Raw):       The Inbetweeners 2 --[starred_actors]--> James Buckley --[No Operation]--> James Buckley --[(INV) starred_actors]--> The Inbetweeners 2
Neg LogProb(↓):   0.103632
Path Entropy(↓):  0.343690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of monkey shines also directed which movies
Start Entity:     Monkey Shines
Gold Answer:      [['Land of the Dead', 'Creepshow', 'The Dark Half', 'Dawn of the Dead', 'Night of the Living Dead', 'Diary of the Dead', 'Survival of the Dead', 'Bruiser', 'Knightriders', 'The Crazies', 'Two Evil Eyes', 'Day of the Dead', 'Martin']]
Predicted Ans:    The Dark Half
Predicted Path:   Monkey Shines --[directed_by]--> George A. Romero --[(INV) directed_by]--> The Dark Half
Path (Raw):       Monkey Shines --[directed_by]--> George A. Romero --[(INV) directed_by]--> The Dark Half --[No Operation]--> The Dark Half
Neg LogProb(↓):   1.083520
Path Entropy(↓):  1.592805
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in newsfront
Start Entity:     Newsfront
Gold Answer:      [['Mick Molloy']]
Predicted Ans:    Mick Molloy
Predicted Path:   Newsfront --[starred_actors]--> Bill Hunter --[(INV) starred_actors]--> Crackerjack --[written_by]--> Mick Molloy
Path (Raw):       Newsfront --[starred_actors]--> Bill Hunter --[(INV) starred_actors]--> Crackerjack --[written_by]--> Mick Molloy
Neg LogProb(↓):   0.000736
Path Entropy(↓):  0.006138
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by raymond bernard
Start Entity:     Raymond Bernard
Gold Answer:      [['Wooden Crosses', 'Les Misérables']]
Predicted Ans:    Wooden Crosses
Predicted Path:   Raymond Bernard --[(INV) written_by]--> Wooden Crosses --[written_by]--> Roland Dorgelès --[(INV) written_by]--> Wooden Crosses
Path (Raw):       Raymond Bernard --[(INV) written_by]--> Wooden Crosses --[written_by]--> Roland Dorgelès --[(INV) written_by]--> Wooden Crosses
Neg LogProb(↓):   0.004955
Path Entropy(↓):  0.031716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was simon burke a writer on
Start Entity:     Simon Burke
Gold Answer:      [['Persuasion']]
Predicted Ans:    Persuasion
Predicted Path:   Simon Burke --[(INV) written_by]--> Persuasion --[written_by]--> Nick Dear --[(INV) written_by]--> Persuasion
Path (Raw):       Simon Burke --[(INV) written_by]--> Persuasion --[written_by]--> Nick Dear --[(INV) written_by]--> Persuasion
Neg LogProb(↓):   0.097898
Path Entropy(↓):  0.338680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie grown ups 2
Start Entity:     Grown Ups 2
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Grown Ups 2 --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Grown Ups 2 --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.374485
Path Entropy(↓):  4.701433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is no escape
Start Entity:     No Escape
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   No Escape --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       No Escape --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.526864
Path Entropy(↓):  3.155792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by edward bunker
Start Entity:     Edward Bunker
Gold Answer:      [['Rebecca De Mornay', 'Eric Roberts', 'Jon Voight']]
Predicted Ans:    Eric Roberts
Predicted Path:   Edward Bunker --[(INV) written_by]--> Runaway Train --[starred_actors]--> Eric Roberts
Path (Raw):       Edward Bunker --[No Operation]--> Edward Bunker --[(INV) written_by]--> Runaway Train --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.309425
Path Entropy(↓):  0.760209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of something like happiness were directed by who
Start Entity:     Something Like Happiness
Gold Answer:      [['Bohdan Sláma']]
Predicted Ans:    Bohdan Sláma
Predicted Path:   Something Like Happiness --[written_by]--> Bohdan Sláma --[(INV) written_by]--> The Wild Bees --[directed_by]--> Bohdan Sláma
Path (Raw):       Something Like Happiness --[written_by]--> Bohdan Sláma --[(INV) written_by]--> The Wild Bees --[directed_by]--> Bohdan Sláma
Neg LogProb(↓):   0.192580
Path Entropy(↓):  0.553400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie gertrud
Start Entity:     Gertrud
Gold Answer:      [['Hjalmar Söderberg', 'Carl Theodor Dreyer']]
Predicted Ans:    Carl Theodor Dreyer
Predicted Path:   Gertrud --[written_by]--> Carl Theodor Dreyer --[(INV) written_by]--> Master of the House --[written_by]--> Carl Theodor Dreyer
Path (Raw):       Gertrud --[written_by]--> Carl Theodor Dreyer --[(INV) written_by]--> Master of the House --[written_by]--> Carl Theodor Dreyer
Neg LogProb(↓):   0.027084
Path Entropy(↓):  0.139087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of flickering lights
Start Entity:     Flickering Lights
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Flickering Lights --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[has_genre]--> Comedy
Path (Raw):       Flickering Lights --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[has_genre]--> Comedy
Neg LogProb(↓):   0.411303
Path Entropy(↓):  1.099789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by josette day
Start Entity:     Josette Day
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Josette Day --[(INV) starred_actors]--> Beauty and the Beast --[in_language]--> French
Path (Raw):       Josette Day --[No Operation]--> Josette Day --[(INV) starred_actors]--> Beauty and the Beast --[in_language]--> French
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie farewell my concubine
Start Entity:     Farewell My Concubine
Gold Answer:      [['David Wu', 'John Woo', 'Ronny Yu']]
Predicted Ans:    John Woo
Predicted Path:   Farewell My Concubine --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[written_by]--> John Woo
Path (Raw):       Farewell My Concubine --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[written_by]--> John Woo
Neg LogProb(↓):   0.007234
Path Entropy(↓):  0.047941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by uwe boll
Start Entity:     Uwe Boll
Gold Answer:      [['Peter Scheerer', 'Michael Roesch', 'William Friedkin', 'Jack Sholder']]
Predicted Ans:    William Friedkin
Predicted Path:   Uwe Boll --[(INV) directed_by]--> Rampage --[written_by]--> William Friedkin
Path (Raw):       Uwe Boll --[No Operation]--> Uwe Boll --[(INV) directed_by]--> Rampage --[written_by]--> William Friedkin
Neg LogProb(↓):   1.396510
Path Entropy(↓):  2.265473
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of twice - told tales
Start Entity:     Twice-Told Tales
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Twice-Told Tales --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Path (Raw):       Twice-Told Tales --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Neg LogProb(↓):   2.195683
Path Entropy(↓):  3.114800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film sleeper
Start Entity:     Sleeper
Gold Answer:      [['Marshall Brickman', 'Woody Allen']]
Predicted Ans:    Marshall Brickman
Predicted Path:   Sleeper --[written_by]--> Marshall Brickman --[(INV) written_by]--> Simon --[written_by]--> Marshall Brickman
Path (Raw):       Sleeper --[written_by]--> Marshall Brickman --[(INV) written_by]--> Simon --[written_by]--> Marshall Brickman
Neg LogProb(↓):   0.246678
Path Entropy(↓):  0.628620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter ron hutchinson co - wrote movies with who
Start Entity:     Ron Hutchinson
Gold Answer:      [['H.G. Wells', 'Richard Stanley']]
Predicted Ans:    Ron Hutchinson
Predicted Path:   Ron Hutchinson --[(INV) written_by]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Path (Raw):       Ron Hutchinson --[No Operation]--> Ron Hutchinson --[(INV) written_by]--> The Island of Dr. Moreau --[written_by]--> Ron Hutchinson
Neg LogProb(↓):   0.667963
Path Entropy(↓):  1.207596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who's the director of something new
Start Entity:     Something New
Gold Answer:      [['Sanaa Hamri']]
Predicted Ans:    Sanaa Hamri
Predicted Path:   Something New --[directed_by]--> Sanaa Hamri --[(INV) directed_by]--> Something New --[directed_by]--> Sanaa Hamri
Path (Raw):       Something New --[directed_by]--> Sanaa Hamri --[(INV) directed_by]--> Something New --[directed_by]--> Sanaa Hamri
Neg LogProb(↓):   0.032427
Path Entropy(↓):  0.141308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the sanshiro sugata director release
Start Entity:     Sanshiro Sugata
Gold Answer:      [['1980', '1970', '1946', '1954', '1993', '1985', '1963', '1957', '1947', '1948', '1990', '1961', '1955', '1962', '1949', '1975', '1950', '1960', '1991', '1965', '1952', '1958']]
Predicted Ans:    1985
Predicted Path:   Sanshiro Sugata --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[release_year]--> 1985
Path (Raw):       Sanshiro Sugata --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[release_year]--> 1985
Neg LogProb(↓):   1.698464
Path Entropy(↓):  2.511267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the people vs. larry flynt
Start Entity:     The People vs. Larry Flynt
Gold Answer:      [['How to Make Money Selling Drugs', 'Now You See Me', 'Zombieland', 'Down in the Valley', "White Men Can't Jump", 'Straight to Hell', 'Natural Born Killers', 'Seven Pounds', 'The Cowboy Way', 'Free Birds', 'American History X', 'Fight Club', 'Game Change', 'The Bourne Legacy', 'The Illusionist', 'Palmetto', 'Leaves of Grass', 'Out of the Furnace', 'The Messenger', 'A Prairie Home Companion', 'The Grand', 'The Prize Winner of Defiance, Ohio', 'Keeping the Faith', 'Defendor', 'Julie Johnson', 'Grass', 'Semi-Pro', 'Everyone Says I Love You', 'Kingpin', 'Doc Hollywood', 'Rampart', 'Indecent Proposal', 'Red Dragon', 'Bunraku', 'Play It to the Bone', 'Scorched', 'Trapped', 'The Incredible Hulk', 'Transsiberian', 'The Score', 'Money Train', 'The Hi-Lo Country', 'Surfer, Dude', 'After the Sunset', 'Stone', 'Pride and Glory', 'Death to Smoochy', '25th Hour']]
Predicted Ans:    Bunraku
Predicted Path:   The People vs. Larry Flynt --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku
Path (Raw):       The People vs. Larry Flynt --[starred_actors]--> Woody Harrelson --[No Operation]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku
Neg LogProb(↓):   1.224040
Path Entropy(↓):  2.093248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film i was a communist for the fbi
Start Entity:     I Was a Communist for the FBI
Gold Answer:      [['Richard Quine', 'Paul Henreid', 'Raoul Walsh', 'Lewis Seiler', 'Cy Endfield']]
Predicted Ans:    Raoul Walsh
Predicted Path:   I Was a Communist for the FBI --[starred_actors]--> Philip Carey --[(INV) starred_actors]--> Gun Fury --[directed_by]--> Raoul Walsh
Path (Raw):       I Was a Communist for the FBI --[starred_actors]--> Philip Carey --[(INV) starred_actors]--> Gun Fury --[directed_by]--> Raoul Walsh
Neg LogProb(↓):   0.136815
Path Entropy(↓):  0.501261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie juan of the dead in
Start Entity:     Juan of the Dead
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Juan of the Dead --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Juan of the Dead --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.789005
Path Entropy(↓):  1.938027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for war of the worlds
Start Entity:     War of the Worlds
Gold Answer:      [['David Koepp', 'Josh Friedman']]
Predicted Ans:    David Koepp
Predicted Path:   War of the Worlds --[written_by]--> Josh Friedman --[(INV) written_by]--> War of the Worlds --[written_by]--> David Koepp
Path (Raw):       War of the Worlds --[written_by]--> Josh Friedman --[(INV) written_by]--> War of the Worlds --[written_by]--> David Koepp
Neg LogProb(↓):   0.649102
Path Entropy(↓):  1.145720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of nomads
Start Entity:     Nomads
Gold Answer:      [['Last Action Hero', 'The Hunt for Red October', 'Medicine Man', 'Die Hard', 'The Thomas Crown Affair', 'Rollerball', 'Basic', 'Predator', 'The 13th Warrior']]
Predicted Ans:    The 13th Warrior
Predicted Path:   Nomads --[directed_by]--> John McTiernan --[(INV) directed_by]--> The 13th Warrior
Path (Raw):       Nomads --[directed_by]--> John McTiernan --[(INV) directed_by]--> The 13th Warrior --[No Operation]--> The 13th Warrior
Neg LogProb(↓):   0.027956
Path Entropy(↓):  0.157106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by jeffrey friedman
Start Entity:     Jeffrey Friedman
Gold Answer:      [['James Franco']]
Predicted Ans:    James Franco
Predicted Path:   Jeffrey Friedman --[(INV) written_by]--> Howl --[starred_actors]--> James Franco
Path (Raw):       Jeffrey Friedman --[No Operation]--> Jeffrey Friedman --[(INV) written_by]--> Howl --[starred_actors]--> James Franco
Neg LogProb(↓):   0.049574
Path Entropy(↓):  0.193963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did anton yelchin star in
Start Entity:     Anton Yelchin
Gold Answer:      [['Like Crazy', 'The Beaver', 'Fierce People', 'House of D', 'Odd Thomas']]
Predicted Ans:    House of D
Predicted Path:   Anton Yelchin --[(INV) starred_actors]--> House of D --[starred_actors]--> Erykah Badu --[(INV) starred_actors]--> House of D
Path (Raw):       Anton Yelchin --[(INV) starred_actors]--> House of D --[starred_actors]--> Erykah Badu --[(INV) starred_actors]--> House of D
Neg LogProb(↓):   0.006622
Path Entropy(↓):  0.048177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote mon oncle
Start Entity:     Mon Oncle
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mon Oncle --[written_by]--> Jacques Tati --[(INV) written_by]--> Playtime --[has_genre]--> Comedy
Path (Raw):       Mon Oncle --[written_by]--> Jacques Tati --[(INV) written_by]--> Playtime --[has_genre]--> Comedy
Neg LogProb(↓):   1.077283
Path Entropy(↓):  0.965381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film old acquaintance
Start Entity:     Old Acquaintance
Gold Answer:      [['Edmund Goulding', 'John Cromwell', 'William Dieterle', 'Edward Dmytryk', 'John Huston', 'Stuart Heisler', 'David Greene', 'Gordon Douglas', 'James Napier Robertson', 'Paul Henreid', 'Roy Ward Baker', 'Seth Holt', 'Rouben Mamoulian', 'King Vidor', 'Robert Aldrich', 'Alfred E. Green', 'Vincent Sherman', 'Michael Curtiz', 'S. Sylvan Simon', 'Frank Capra', 'Anatole Litvak', 'Marcel Langenegger', 'Ernst Lubitsch', 'Daniel Taradash', 'Jay Anania', 'Archie Mayo', 'Edward Ludwig', 'Curtis Bernhardt', 'Mitchell Leisen', 'Lindsay Anderson', 'William Keighley', 'Peter Godfrey', 'George Seaton', 'Melvin Frank', 'Jean de Limur', 'Delbert Mann', 'Herman Shumlin', 'Sydney Pollack', 'Robert Florey', 'William Wyler', 'Irving Rapper', 'Lloyd Bacon', 'Richard Brooks', 'David Butler', 'Joseph L. Mankiewicz', 'Howard Hawks']]
Predicted Ans:    Irving Rapper
Predicted Path:   Old Acquaintance --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Path (Raw):       Old Acquaintance --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.399674
Path Entropy(↓):  1.208275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did stephen'sugar'segerman write
Start Entity:     Stephen 'Sugar' Segerman
Gold Answer:      [['Searching for Sugar Man']]
Predicted Ans:    Searching for Sugar Man
Predicted Path:   Stephen 'Sugar' Segerman --[(INV) written_by]--> Searching for Sugar Man --[written_by]--> Malik Bendjelloul --[(INV) written_by]--> Searching for Sugar Man
Path (Raw):       Stephen 'Sugar' Segerman --[(INV) written_by]--> Searching for Sugar Man --[written_by]--> Malik Bendjelloul --[(INV) written_by]--> Searching for Sugar Man
Neg LogProb(↓):   0.450151
Path Entropy(↓):  0.659453
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by ivan dixon released
Start Entity:     Ivan Dixon
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Ivan Dixon --[(INV) directed_by]--> The Spook Who Sat by the Door --[release_year]--> 1973
Path (Raw):       Ivan Dixon --[No Operation]--> Ivan Dixon --[(INV) directed_by]--> The Spook Who Sat by the Door --[release_year]--> 1973
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the west of zanzibar director
Start Entity:     West of Zanzibar
Gold Answer:      [['Drama', 'Horror', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   West of Zanzibar --[directed_by]--> Tod Browning --[(INV) directed_by]--> Freaks --[has_genre]--> Horror
Path (Raw):       West of Zanzibar --[directed_by]--> Tod Browning --[(INV) directed_by]--> Freaks --[has_genre]--> Horror
Neg LogProb(↓):   0.920780
Path Entropy(↓):  1.345174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe shake hands with the devil in a few words
Start Entity:     Shake Hands with the Devil
Gold Answer:      [['genocide', 'united nations', 'rwanda']]
Predicted Ans:    united nations
Predicted Path:   Shake Hands with the Devil --[has_tags]--> united nations --[(INV) has_tags]--> Shake Hands with the Devil --[has_tags]--> united nations
Path (Raw):       Shake Hands with the Devil --[has_tags]--> united nations --[(INV) has_tags]--> Shake Hands with the Devil --[has_tags]--> united nations
Neg LogProb(↓):   0.035760
Path Entropy(↓):  0.190334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by catherine corsini released
Start Entity:     Catherine Corsini
Gold Answer:      [['2012', '2009']]
Predicted Ans:    2012
Predicted Path:   Catherine Corsini --[(INV) directed_by]--> Three Worlds --[release_year]--> 2012
Path (Raw):       Catherine Corsini --[No Operation]--> Catherine Corsini --[(INV) directed_by]--> Three Worlds --[release_year]--> 2012
Neg LogProb(↓):   0.390999
Path Entropy(↓):  0.629572
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed manderlay
Start Entity:     Manderlay
Gold Answer:      [['Nicole Kidman', 'Lauren Bacall', 'Charlotte Gainsbourg', 'Emily Watson', 'David Morse', 'Catherine Deneuve', 'Willem Dafoe', 'Alexander Skarsgård', 'Udo Kier', 'Barbara Sukowa', 'Maria Callas', 'Kirsten Dunst', 'Peter Stormare', 'Björk']]
Predicted Ans:    Maria Callas
Predicted Path:   Manderlay --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[starred_actors]--> Maria Callas
Path (Raw):       Manderlay --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[starred_actors]--> Maria Callas
Neg LogProb(↓):   0.546950
Path Entropy(↓):  0.689970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie streets of fire were in which genres
Start Entity:     Streets of Fire
Gold Answer:      [['Western', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Streets of Fire --[written_by]--> Walter Hill --[(INV) written_by]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       Streets of Fire --[written_by]--> Walter Hill --[(INV) written_by]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.096434
Path Entropy(↓):  0.449175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did colin friels star in
Start Entity:     Colin Friels
Gold Answer:      [['Class Action', 'Darkman', 'Dingo', 'Angel Baby']]
Predicted Ans:    Darkman
Predicted Path:   Colin Friels --[(INV) starred_actors]--> Darkman --[starred_actors]--> Larry Drake --[(INV) starred_actors]--> Darkman
Path (Raw):       Colin Friels --[(INV) starred_actors]--> Darkman --[starred_actors]--> Larry Drake --[(INV) starred_actors]--> Darkman
Neg LogProb(↓):   0.336737
Path Entropy(↓):  0.903805
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of bad boys is also the director of which films
Start Entity:     Bad Boys
Gold Answer:      [['Armageddon', 'Just a Little Harmless Sex', 'Transformers', 'The Tough Ones', 'Pearl Harbor', 'Distant Thunder', 'Halloween II', 'Russkies', 'Hellsinki', 'The Island', 'The Rock', 'Bad Boys II']]
Predicted Ans:    The Island
Predicted Path:   Bad Boys --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island
Path (Raw):       Bad Boys --[directed_by]--> Michael Bay --[(INV) directed_by]--> The Island --[No Operation]--> The Island
Neg LogProb(↓):   0.699819
Path Entropy(↓):  0.993561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of eddie
Start Entity:     Eddie
Gold Answer:      [['Music', 'Comedy', 'Biography']]
Predicted Ans:    Comedy
Predicted Path:   Eddie --[directed_by]--> Steve Rash --[(INV) directed_by]--> Can't Buy Me Love --[has_genre]--> Comedy
Path (Raw):       Eddie --[directed_by]--> Steve Rash --[(INV) directed_by]--> Can't Buy Me Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.147167
Path Entropy(↓):  0.526541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie coyote ugly were in which genres
Start Entity:     Coyote Ugly
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Coyote Ugly --[directed_by]--> David McNally --[(INV) directed_by]--> Kangaroo Jack --[has_genre]--> Comedy
Path (Raw):       Coyote Ugly --[directed_by]--> David McNally --[(INV) directed_by]--> Kangaroo Jack --[has_genre]--> Comedy
Neg LogProb(↓):   0.024156
Path Entropy(↓):  0.114976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by gela babluani in
Start Entity:     Géla Babluani
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Géla Babluani --[(INV) directed_by]--> 13 Tzameti --[has_genre]--> Thriller
Path (Raw):       Géla Babluani --[No Operation]--> Géla Babluani --[(INV) directed_by]--> 13 Tzameti --[has_genre]--> Thriller
Neg LogProb(↓):   0.003223
Path Entropy(↓):  0.021823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie tex about
Start Entity:     Tex
Gold Answer:      [['matt dillon']]
Predicted Ans:    matt dillon
Predicted Path:   Tex --[has_tags]--> matt dillon --[(INV) has_tags]--> City of Ghosts --[has_tags]--> matt dillon
Path (Raw):       Tex --[has_tags]--> matt dillon --[(INV) has_tags]--> City of Ghosts --[has_tags]--> matt dillon
Neg LogProb(↓):   0.001819
Path Entropy(↓):  0.014564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by elaine may were in which genres
Start Entity:     Elaine May
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Elaine May --[(INV) directed_by]--> Ishtar --[has_genre]--> Comedy
Path (Raw):       Elaine May --[No Operation]--> Elaine May --[(INV) directed_by]--> Ishtar --[has_genre]--> Comedy
Neg LogProb(↓):   0.044457
Path Entropy(↓):  0.184840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the secret of the grain were in which genres
Start Entity:     The Secret of the Grain
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Secret of the Grain --[written_by]--> Abdellatif Kechiche --[(INV) written_by]--> The Secret of the Grain --[has_genre]--> Drama
Path (Raw):       The Secret of the Grain --[written_by]--> Abdellatif Kechiche --[(INV) written_by]--> The Secret of the Grain --[has_genre]--> Drama
Neg LogProb(↓):   0.363873
Path Entropy(↓):  0.643378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with deuces wild fall under
Start Entity:     Deuces Wild
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Deuces Wild --[directed_by]--> Scott Kalvert --[(INV) directed_by]--> The Basketball Diaries --[has_genre]--> Drama
Path (Raw):       Deuces Wild --[directed_by]--> Scott Kalvert --[(INV) directed_by]--> The Basketball Diaries --[has_genre]--> Drama
Neg LogProb(↓):   0.006578
Path Entropy(↓):  0.044204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed boots and saddles
Start Entity:     Boots and Saddles
Gold Answer:      [['Joseph Kane']]
Predicted Ans:    Joseph Kane
Predicted Path:   Boots and Saddles --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Boots and Saddles --[directed_by]--> Joseph Kane
Path (Raw):       Boots and Saddles --[directed_by]--> Joseph Kane --[(INV) directed_by]--> Boots and Saddles --[directed_by]--> Joseph Kane
Neg LogProb(↓):   0.098355
Path Entropy(↓):  0.337304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe calamari union
Start Entity:     Calamari Union
Gold Answer:      [['comedy', 'aki kaurismäki', 'surreal']]
Predicted Ans:    aki kaurismäki
Predicted Path:   Calamari Union --[has_tags]--> aki kaurismäki --[(INV) has_tags]--> Calamari Union --[has_tags]--> aki kaurismäki
Path (Raw):       Calamari Union --[has_tags]--> aki kaurismäki --[(INV) has_tags]--> Calamari Union --[has_tags]--> aki kaurismäki
Neg LogProb(↓):   0.034980
Path Entropy(↓):  0.193664
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films a summer place are written by who
Start Entity:     A Summer Place
Gold Answer:      [['Steve Fisher', 'Philip Dunne', 'Richard Collins', 'David Goodis', 'Paul Wellman', 'Albert Maltz', 'Delmer Daves', 'Graham Yost', 'Frank Harris', 'Lloyd C. Douglas']]
Predicted Ans:    Philip Dunne
Predicted Path:   A Summer Place --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Path (Raw):       A Summer Place --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.415841
Path Entropy(↓):  1.023139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the wedding singer
Start Entity:     The Wedding Singer
Gold Answer:      [['1996', '1995']]
Predicted Ans:    1996
Predicted Path:   The Wedding Singer --[written_by]--> Tim Herlihy --[(INV) written_by]--> Happy Gilmore --[release_year]--> 1996
Path (Raw):       The Wedding Singer --[written_by]--> Tim Herlihy --[(INV) written_by]--> Happy Gilmore --[release_year]--> 1996
Neg LogProb(↓):   0.338986
Path Entropy(↓):  0.730705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor c. aubrey smith starred together with who
Start Entity:     C. Aubrey Smith
Gold Answer:      [['Ray Milland', 'Madeleine Carroll', 'Fred MacMurray', 'Ronald Colman', 'Denzel Washington', 'Ralph Richardson', 'William Haines', 'Jon Hall', 'John Clements', 'Louis Calhern', "Maureen O'Sullivan", 'Wes Bentley', 'Lynne Frederick', 'Raymond Massey', 'Irene Purcell', 'Jane Seymour', 'Harry Carey', 'Stewart Granger', 'Charles Winninger', 'Simon Ward', 'Elke Sommer', 'Neil Hamilton', 'Claudette Colbert', 'Dorothy Lamour', 'Jane Greer', 'Johnny Weissmuller', 'Lionel Jeffries', 'Robert Powell', 'Beau Bridges', 'Mary Astor', 'Deborah Kerr', 'June Duprez', 'Peter Sellers']]
Predicted Ans:    Claudette Colbert
Predicted Path:   C. Aubrey Smith --[(INV) starred_actors]--> The Gilded Lily --[starred_actors]--> Claudette Colbert
Path (Raw):       C. Aubrey Smith --[No Operation]--> C. Aubrey Smith --[(INV) starred_actors]--> The Gilded Lily --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   1.256008
Path Entropy(↓):  2.064018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by william olsson
Start Entity:     William Olsson
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   William Olsson --[(INV) directed_by]--> An American Affair --[release_year]--> 2008
Path (Raw):       William Olsson --[No Operation]--> William Olsson --[(INV) directed_by]--> An American Affair --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of mr. turner starred who
Start Entity:     Mr. Turner
Gold Answer:      [['Philip Davis', 'Pam Ferris', 'Marion Bailey', 'Lesley Manville', 'Allan Corduner', 'Ruth Sheen', 'Tim Roth', 'Lynda Steadman', 'Jim Broadbent', 'Alison Steadman', 'Claire Skinner', 'Katrin Cartlidge', 'Sally Hawkins', 'Jane Horrocks', 'Phil Daniels']]
Predicted Ans:    Jim Broadbent
Predicted Path:   Mr. Turner --[written_by]--> Mike Leigh --[(INV) written_by]--> Another Year --[starred_actors]--> Jim Broadbent
Path (Raw):       Mr. Turner --[written_by]--> Mike Leigh --[(INV) written_by]--> Another Year --[starred_actors]--> Jim Broadbent
Neg LogProb(↓):   0.341429
Path Entropy(↓):  1.040625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film angel
Start Entity:     Angel
Gold Answer:      [['1980', '1970', '1946', '1944', '2003', '1992', '1993', '1936', '2006', '1967', '1979', '1935', '1941', '1974', '2007', '1963', '1939', '1933', '2009', '1957', '1951', '2010', '2004', '1982', '1947', '2014', '1932', '1994', '1931', '1983', '1976', '1948', '2001', '1990', '1989', '1942', '1940', '1938', '1996', '2002', '1981', '1961', '2012', '1955', '2011', '2013', '1934', '1964', '1949', '1997', '1950', '2005', '1929', '1999', '1937', '1952', '1930']]
Predicted Ans:    1957
Predicted Path:   Angel --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Path (Raw):       Angel --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Neg LogProb(↓):   1.601699
Path Entropy(↓):  2.726838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did andrzej bartkowiak direct
Start Entity:     Andrzej Bartkowiak
Gold Answer:      [['Doom', 'Romeo Must Die', 'Cradle 2 the Grave', 'Exit Wounds']]
Predicted Ans:    Romeo Must Die
Predicted Path:   Andrzej Bartkowiak --[(INV) directed_by]--> Romeo Must Die --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Romeo Must Die
Path (Raw):       Andrzej Bartkowiak --[(INV) directed_by]--> Romeo Must Die --[directed_by]--> Andrzej Bartkowiak --[(INV) directed_by]--> Romeo Must Die
Neg LogProb(↓):   1.161308
Path Entropy(↓):  2.139216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the silent fall director
Start Entity:     Silent Fall
Gold Answer:      [['Dutch', 'Japanese', 'English', 'Cree']]
Predicted Ans:    Dutch
Predicted Path:   Silent Fall --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[in_language]--> Dutch
Path (Raw):       Silent Fall --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[in_language]--> Dutch
Neg LogProb(↓):   0.652623
Path Entropy(↓):  1.026122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film creature with the atom brain
Start Entity:     Creature with the Atom Brain
Gold Answer:      [['1954', '1955']]
Predicted Ans:    1955
Predicted Path:   Creature with the Atom Brain --[starred_actors]--> Richard Denning --[(INV) starred_actors]--> The Gun That Won the West --[release_year]--> 1955
Path (Raw):       Creature with the Atom Brain --[starred_actors]--> Richard Denning --[(INV) starred_actors]--> The Gun That Won the West --[release_year]--> 1955
Neg LogProb(↓):   0.047673
Path Entropy(↓):  0.229971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by harold lamb were released in which years
Start Entity:     Harold Lamb
Gold Answer:      [['1996', '1958', '1949', '1938']]
Predicted Ans:    1938
Predicted Path:   Harold Lamb --[(INV) written_by]--> The Buccaneer --[release_year]--> 1938
Path (Raw):       Harold Lamb --[No Operation]--> Harold Lamb --[(INV) written_by]--> The Buccaneer --[release_year]--> 1938
Neg LogProb(↓):   1.191446
Path Entropy(↓):  1.396251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with too beautiful for you fall under
Start Entity:     Too Beautiful for You
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Too Beautiful for You --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> My Man --[has_genre]--> Drama
Path (Raw):       Too Beautiful for You --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> My Man --[has_genre]--> Drama
Neg LogProb(↓):   0.868680
Path Entropy(↓):  1.240027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by brian bird were directed by who
Start Entity:     Brian Bird
Gold Answer:      [['Bill Duke']]
Predicted Ans:    Bill Duke
Predicted Path:   Brian Bird --[(INV) written_by]--> Not Easily Broken --[directed_by]--> Bill Duke
Path (Raw):       Brian Bird --[No Operation]--> Brian Bird --[(INV) written_by]--> Not Easily Broken --[directed_by]--> Bill Duke
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film genocide
Start Entity:     Genocide
Gold Answer:      [['Arnold Schwartzman']]
Predicted Ans:    Arnold Schwartzman
Predicted Path:   Genocide --[written_by]--> Arnold Schwartzman --[(INV) written_by]--> Genocide --[written_by]--> Arnold Schwartzman
Path (Raw):       Genocide --[written_by]--> Arnold Schwartzman --[(INV) written_by]--> Genocide --[written_by]--> Arnold Schwartzman
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in moscow on the hudson
Start Entity:     Moscow on the Hudson
Gold Answer:      [['Roger Donaldson', 'Les Mayfield', 'John Musker', 'Mike Nichols', 'Ron Clements', 'Ivan Reitman', 'Arie Posin', 'Barry Levinson', 'Robert Altman', 'Phil Alden Robinson', 'Bill Forsyth', 'Mark Mylod', 'Tom Shadyac', 'Penny Marshall', 'David Duchovny', 'Mark Romanek', 'Bobcat Goldthwait', 'Roger Spottiswoode', 'Barry Sonnenfeld', 'Roger Christian', 'Gus Van Sant', 'Omar Naim', 'Francis Ford Coppola', 'George Roy Hill', 'Peter Weir', 'Danny DeVito', 'Walt Becker', 'Joe Johnston', 'Steven Spielberg', 'Harold Ramis', 'Peter Kassovitz', 'Fielder Cook', 'Ken Kwapis', 'Dirk Shafer', 'Chris Columbus', 'Vincent Ward', 'Michael Dinner', 'Michael Ritchie']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Moscow on the Hudson --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[starred_actors]--> Susan Sarandon
Path (Raw):       Moscow on the Hudson --[directed_by]--> Paul Mazursky --[(INV) directed_by]--> Tempest --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   1.118720
Path Entropy(↓):  2.392874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is the movie russia 88 in
Start Entity:     Russia 88
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Russia 88 --[in_language]--> Russian --[(INV) in_language]--> Command Performance --[in_language]--> Russian
Path (Raw):       Russia 88 --[in_language]--> Russian --[(INV) in_language]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.815475
Path Entropy(↓):  1.417558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of to the wonder also directed which movies
Start Entity:     To the Wonder
Gold Answer:      [['The New World', 'Knight of Cups', 'Days of Heaven', 'Badlands', 'The Thin Red Line', 'The Tree of Life']]
Predicted Ans:    The Tree of Life
Predicted Path:   To the Wonder --[directed_by]--> Terrence Malick --[(INV) directed_by]--> The Tree of Life
Path (Raw):       To the Wonder --[directed_by]--> Terrence Malick --[(INV) directed_by]--> The Tree of Life --[No Operation]--> The Tree of Life
Neg LogProb(↓):   0.362968
Path Entropy(↓):  0.949199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by richard iii actors
Start Entity:     Richard III
Gold Answer:      [['French', 'Irish', 'English', 'Italian', 'Lao']]
Predicted Ans:    English
Predicted Path:   Richard III --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[in_language]--> English
Path (Raw):       Richard III --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> The Winslow Boy --[in_language]--> English
Neg LogProb(↓):   0.860985
Path Entropy(↓):  1.206677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does isha koppikar appear in
Start Entity:     Isha Koppikar
Gold Answer:      [['Don']]
Predicted Ans:    Don
Predicted Path:   Isha Koppikar --[(INV) starred_actors]--> Don --[starred_actors]--> Iftekhar --[(INV) starred_actors]--> Don
Path (Raw):       Isha Koppikar --[(INV) starred_actors]--> Don --[starred_actors]--> Iftekhar --[(INV) starred_actors]--> Don
Neg LogProb(↓):   0.194518
Path Entropy(↓):  0.589335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of bianco, rosso e verdone also wrote which movies
Start Entity:     Bianco, rosso e Verdone
Gold Answer:      [["Maledetto il giorno che t'ho incontrato", 'Acqua e sapone', 'Fun Is Beautiful', 'Compagni di scuola', 'Love Is Eternal While It Lasts']]
Predicted Ans:    Comedy
Predicted Path:   Bianco, rosso e Verdone --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[has_genre]--> Comedy
Path (Raw):       Bianco, rosso e Verdone --[written_by]--> Carlo Verdone --[(INV) written_by]--> Maledetto il giorno che t'ho incontrato --[has_genre]--> Comedy
Neg LogProb(↓):   0.476123
Path Entropy(↓):  1.336728
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in s. w. a. t.
Start Entity:     S.W.A.T.
Gold Answer:      [['2008', '2003', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '1947', '2014', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2012', '1955', '2011', '2013', '2000', '1997', '1975', '2005', '1999']]
Predicted Ans:    2002
Predicted Path:   S.W.A.T. --[starred_actors]--> Michelle Rodriguez --[(INV) starred_actors]--> Blue Crush --[release_year]--> 2002
Path (Raw):       S.W.A.T. --[starred_actors]--> Michelle Rodriguez --[(INV) starred_actors]--> Blue Crush --[release_year]--> 2002
Neg LogProb(↓):   0.912316
Path Entropy(↓):  1.574548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the last hurrah
Start Entity:     The Last Hurrah
Gold Answer:      [['1946', '1959', '1993', '1936', '1920', '1935', '1941', '1963', '1939', '1933', '1957', '1953', '1947', '1917', '1956', '1931', '1948', '1940', '1938', '1926', '1961', '1955', '1962', '1934', '1924', '1964', '1949', '1966', '1950', '1960', '1952', '1929', '1965', '1927', '1999', '1945', '1937', '1928', '1930']]
Predicted Ans:    1948
Predicted Path:   The Last Hurrah --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Path (Raw):       The Last Hurrah --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   2.140556
Path Entropy(↓):  3.338244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was kaori nakamura a writer on
Start Entity:     Kaori Nakamura
Gold Answer:      [['Ocean Waves']]
Predicted Ans:    Ocean Waves
Predicted Path:   Kaori Nakamura --[(INV) written_by]--> Ocean Waves --[written_by]--> Saeko Himuro --[(INV) written_by]--> Ocean Waves
Path (Raw):       Kaori Nakamura --[(INV) written_by]--> Ocean Waves --[written_by]--> Saeko Himuro --[(INV) written_by]--> Ocean Waves
Neg LogProb(↓):   0.355171
Path Entropy(↓):  0.609995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by ingrid thulin
Start Entity:     Ingrid Thulin
Gold Answer:      [['Ingmar Bergman', 'Aldo Lado', 'Baran bo Odar', 'Jan Costin Wagner']]
Predicted Ans:    Aldo Lado
Predicted Path:   Ingrid Thulin --[(INV) starred_actors]--> Short Night of Glass Dolls --[written_by]--> Aldo Lado
Path (Raw):       Ingrid Thulin --[No Operation]--> Ingrid Thulin --[(INV) starred_actors]--> Short Night of Glass Dolls --[written_by]--> Aldo Lado
Neg LogProb(↓):   0.205349
Path Entropy(↓):  0.505227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the chumscrubber were released in which years
Start Entity:     The Chumscrubber
Gold Answer:      [['2013']]
Predicted Ans:    2005
Predicted Path:   The Chumscrubber --[directed_by]--> Arie Posin --[(INV) directed_by]--> The Chumscrubber --[release_year]--> 2005
Path (Raw):       The Chumscrubber --[directed_by]--> Arie Posin --[(INV) directed_by]--> The Chumscrubber --[release_year]--> 2005
Neg LogProb(↓):   0.014186
Path Entropy(↓):  0.081898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the swing shift director release
Start Entity:     Swing Shift
Gold Answer:      [['1998', '1980', '1988', '1975', '2008', '1993', '1991', '2013', '1961', '2002', '1987', '1986', '1974', '1984', '1977']]
Predicted Ans:    2008
Predicted Path:   Swing Shift --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Rachel Getting Married --[release_year]--> 2008
Path (Raw):       Swing Shift --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Rachel Getting Married --[release_year]--> 2008
Neg LogProb(↓):   1.310073
Path Entropy(↓):  2.081587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of hud
Start Entity:     Hud
Gold Answer:      [['The Last Picture Show', 'The Cowboys', "Murphy's Romance", 'Texasville', 'Brokeback Mountain', 'Norma Rae', 'Terms of Endearment', 'The Evening Star', 'The Long, Hot Summer']]
Predicted Ans:    Hud
Predicted Path:   Hud --[written_by]--> Irving Ravetch --[(INV) written_by]--> Hud
Path (Raw):       Hud --[No Operation]--> Hud --[written_by]--> Irving Ravetch --[(INV) written_by]--> Hud
Neg LogProb(↓):   0.390634
Path Entropy(↓):  0.784497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films that share directors with family life in
Start Entity:     Family Life
Gold Answer:      [['French', 'English', 'Irish', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Family Life --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Path (Raw):       Family Life --[directed_by]--> Ken Loach --[(INV) directed_by]--> The Wind That Shakes the Barley --[in_language]--> English
Neg LogProb(↓):   0.362587
Path Entropy(↓):  0.650723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the comanche station director
Start Entity:     Comanche Station
Gold Answer:      [['Elmore Leonard', 'Jonas Ward', 'Burt Kennedy']]
Predicted Ans:    Burt Kennedy
Predicted Path:   Comanche Station --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[written_by]--> Burt Kennedy
Path (Raw):       Comanche Station --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[written_by]--> Burt Kennedy
Neg LogProb(↓):   0.165480
Path Entropy(↓):  0.616681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by joseph tura were in which genres
Start Entity:     Joseph Tura
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Joseph Tura --[(INV) written_by]--> Captivity --[has_genre]--> Horror
Path (Raw):       Joseph Tura --[No Operation]--> Joseph Tura --[(INV) written_by]--> Captivity --[has_genre]--> Horror
Neg LogProb(↓):   0.507810
Path Entropy(↓):  0.672270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by andrew bowler
Start Entity:     Andrew Bowler
Gold Answer:      [['Michael Nathanson', 'Emilea Wilson', 'John Conor Brooke']]
Predicted Ans:    John Conor Brooke
Predicted Path:   Andrew Bowler --[(INV) written_by]--> Time Freak --[starred_actors]--> John Conor Brooke
Path (Raw):       Andrew Bowler --[No Operation]--> Andrew Bowler --[(INV) written_by]--> Time Freak --[starred_actors]--> John Conor Brooke
Neg LogProb(↓):   0.000084
Path Entropy(↓):  0.000884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in connie and carla
Start Entity:     Connie and Carla
Gold Answer:      [['Greek']]
Predicted Ans:    drag
Predicted Path:   Connie and Carla --[starred_actors]--> Nia Vardalos --[(INV) starred_actors]--> Connie and Carla --[has_tags]--> drag
Path (Raw):       Connie and Carla --[starred_actors]--> Nia Vardalos --[(INV) starred_actors]--> Connie and Carla --[has_tags]--> drag
Neg LogProb(↓):   0.328529
Path Entropy(↓):  0.895876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by ninetto davoli released
Start Entity:     Ninetto Davoli
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Ninetto Davoli --[(INV) starred_actors]--> The Canterbury Tales --[release_year]--> 1972
Path (Raw):       Ninetto Davoli --[No Operation]--> Ninetto Davoli --[(INV) starred_actors]--> The Canterbury Tales --[release_year]--> 1972
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by il grido actors
Start Entity:     Il Grido
Gold Answer:      [['Don Siegel', 'Georges Franju', 'Carol Reed', 'Luchino Visconti', 'Basil Dearden', 'Sam Peckinpah', 'Norman Z. McLeod', 'Robert Stevenson', 'Henri Colpi', 'Stuart Heisler']]
Predicted Ans:    Michelangelo Antonioni
Predicted Path:   Il Grido --[starred_actors]--> Alida Valli --[(INV) starred_actors]--> Il Grido --[directed_by]--> Michelangelo Antonioni
Path (Raw):       Il Grido --[starred_actors]--> Alida Valli --[(INV) starred_actors]--> Il Grido --[directed_by]--> Michelangelo Antonioni
Neg LogProb(↓):   0.073611
Path Entropy(↓):  0.332454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the director of welcome to mooseport
Start Entity:     Welcome to Mooseport
Gold Answer:      [['Donald Petrie']]
Predicted Ans:    Donald Petrie
Predicted Path:   Welcome to Mooseport --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[directed_by]--> Donald Petrie
Path (Raw):       Welcome to Mooseport --[directed_by]--> Donald Petrie --[(INV) directed_by]--> Just My Luck --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.195073
Path Entropy(↓):  0.489935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the olsen gang on the track
Start Entity:     The Olsen Gang on the Track
Gold Answer:      [['Ove Sprogøe']]
Predicted Ans:    Ove Sprogøe
Predicted Path:   The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe --[(INV) starred_actors]--> The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe
Path (Raw):       The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe --[(INV) starred_actors]--> The Olsen Gang on the Track --[starred_actors]--> Ove Sprogøe
Neg LogProb(↓):   0.000168
Path Entropy(↓):  0.001656
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of indiana jones and the last crusade
Start Entity:     Indiana Jones and the Last Crusade
Gold Answer:      [['George Lucas', 'Jeffrey Boam']]
Predicted Ans:    George Lucas
Predicted Path:   Indiana Jones and the Last Crusade --[written_by]--> George Lucas --[(INV) written_by]--> More American Graffiti --[written_by]--> George Lucas
Path (Raw):       Indiana Jones and the Last Crusade --[written_by]--> George Lucas --[(INV) written_by]--> More American Graffiti --[written_by]--> George Lucas
Neg LogProb(↓):   0.816613
Path Entropy(↓):  1.396271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by gavin claxton
Start Entity:     Gavin Claxton
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gavin Claxton --[(INV) written_by]--> The All Together --[has_genre]--> Comedy
Path (Raw):       Gavin Claxton --[No Operation]--> Gavin Claxton --[(INV) written_by]--> The All Together --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by george nolfi
Start Entity:     George Nolfi
Gold Answer:      [['Emily Blunt', 'Matt Damon']]
Predicted Ans:    Matt Damon
Predicted Path:   George Nolfi --[(INV) written_by]--> The Bourne Ultimatum --[starred_actors]--> Matt Damon
Path (Raw):       George Nolfi --[No Operation]--> George Nolfi --[(INV) written_by]--> The Bourne Ultimatum --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.982312
Path Entropy(↓):  0.661444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film stonewall uprising
Start Entity:     Stonewall Uprising
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Stonewall Uprising --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Stonewall Uprising --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.557023
Path Entropy(↓):  4.077024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by coffee and cigarettes writers
Start Entity:     Coffee and Cigarettes
Gold Answer:      [['Italian', 'English', 'Japanese', 'Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   Coffee and Cigarettes --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Path (Raw):       Coffee and Cigarettes --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Stranger Than Paradise --[in_language]--> Hungarian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by ruben blades released
Start Entity:     Rubén Blades
Gold Answer:      [['1997', '2003', '2002', '2007']]
Predicted Ans:    2002
Predicted Path:   Rubén Blades --[(INV) starred_actors]--> Assassination Tango --[release_year]--> 2002
Path (Raw):       Rubén Blades --[No Operation]--> Rubén Blades --[(INV) starred_actors]--> Assassination Tango --[release_year]--> 2002
Neg LogProb(↓):   0.047356
Path Entropy(↓):  0.199118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor sheree j. wilson starred together with who
Start Entity:     Sheree J. Wilson
Gold Answer:      [['Stephen Geoffreys', 'Cameron Dye']]
Predicted Ans:    Sheree J. Wilson
Predicted Path:   Sheree J. Wilson --[(INV) starred_actors]--> Fraternity Vacation --[starred_actors]--> Sheree J. Wilson
Path (Raw):       Sheree J. Wilson --[No Operation]--> Sheree J. Wilson --[(INV) starred_actors]--> Fraternity Vacation --[starred_actors]--> Sheree J. Wilson
Neg LogProb(↓):   0.011844
Path Entropy(↓):  0.066307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films written by subodh ghosh
Start Entity:     Subodh Ghosh
Gold Answer:      [['Bengali']]
Predicted Ans:    Bengali
Predicted Path:   Subodh Ghosh --[(INV) written_by]--> Ajantrik --[in_language]--> Bengali
Path (Raw):       Subodh Ghosh --[No Operation]--> Subodh Ghosh --[(INV) written_by]--> Ajantrik --[in_language]--> Bengali
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie caramel
Start Entity:     Caramel
Gold Answer:      [['2011']]
Predicted Ans:    2007
Predicted Path:   Caramel --[directed_by]--> Nadine Labaki --[(INV) directed_by]--> Caramel --[release_year]--> 2007
Path (Raw):       Caramel --[directed_by]--> Nadine Labaki --[(INV) directed_by]--> Caramel --[release_year]--> 2007
Neg LogProb(↓):   0.441804
Path Entropy(↓):  0.655014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies acted by eric brown fall under
Start Entity:     Eric Brown
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Eric Brown --[(INV) starred_actors]--> Private Lessons --[has_genre]--> Comedy
Path (Raw):       Eric Brown --[No Operation]--> Eric Brown --[(INV) starred_actors]--> Private Lessons --[has_genre]--> Comedy
Neg LogProb(↓):   0.494535
Path Entropy(↓):  0.668813
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by vincent kartheiser
Start Entity:     Vincent Kartheiser
Gold Answer:      [['Mark Milgard']]
Predicted Ans:    Mark Milgard
Predicted Path:   Vincent Kartheiser --[(INV) starred_actors]--> Dandelion --[written_by]--> Mark Milgard
Path (Raw):       Vincent Kartheiser --[No Operation]--> Vincent Kartheiser --[(INV) starred_actors]--> Dandelion --[written_by]--> Mark Milgard
Neg LogProb(↓):   0.015075
Path Entropy(↓):  0.077723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of ernest borgnine starred movies
Start Entity:     Ernest Borgnine
Gold Answer:      [['Philip Dunne', 'Richard Collins', 'Paul Wellman', 'Delmer Daves', 'Ronald M. Cohen', 'Paddy Chayefsky', 'Erich Maria Remarque', 'Dennis Shryack', 'Harry Julian Fink', 'Alistair MacLean', 'Gore Vidal', 'Paul Gallico', 'Douglas Heyes', 'Walon Green', 'Roy N. Sickner', 'Sergio Corbucci', 'Robert Thom', 'Sam Peckinpah', 'Edison Marshall', 'Burt Kennedy']]
Predicted Ans:    Sam Peckinpah
Predicted Path:   Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Path (Raw):       Ernest Borgnine --[No Operation]--> Ernest Borgnine --[(INV) starred_actors]--> The Wild Bunch --[written_by]--> Sam Peckinpah
Neg LogProb(↓):   0.257890
Path Entropy(↓):  1.032868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did daniel f. galouye write the story for
Start Entity:     Daniel F. Galouye
Gold Answer:      [['World on a Wire', 'The Thirteenth Floor']]
Predicted Ans:    The Thirteenth Floor
Predicted Path:   Daniel F. Galouye --[(INV) written_by]--> The Thirteenth Floor --[written_by]--> Josef Rusnak --[(INV) written_by]--> The Thirteenth Floor
Path (Raw):       Daniel F. Galouye --[(INV) written_by]--> The Thirteenth Floor --[written_by]--> Josef Rusnak --[(INV) written_by]--> The Thirteenth Floor
Neg LogProb(↓):   0.013289
Path Entropy(↓):  0.073300
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the water horse
Start Entity:     The Water Horse
Gold Answer:      [['2001', '2000', '2002', '2010']]
Predicted Ans:    2001
Predicted Path:   The Water Horse --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Path (Raw):       The Water Horse --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Neg LogProb(↓):   0.116249
Path Entropy(↓):  0.437543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by drew tobia starred who
Start Entity:     Drew Tobia
Gold Answer:      [['Eleanore Pienta']]
Predicted Ans:    Eleanore Pienta
Predicted Path:   Drew Tobia --[(INV) written_by]--> See You Next Tuesday --[starred_actors]--> Eleanore Pienta
Path (Raw):       Drew Tobia --[No Operation]--> Drew Tobia --[(INV) written_by]--> See You Next Tuesday --[starred_actors]--> Eleanore Pienta
Neg LogProb(↓):   0.000283
Path Entropy(↓):  0.002598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of monkey business
Start Entity:     Monkey Business
Gold Answer:      [['Romance', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Monkey Business --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Only Angels Have Wings --[has_genre]--> Drama
Path (Raw):       Monkey Business --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Only Angels Have Wings --[has_genre]--> Drama
Neg LogProb(↓):   1.067913
Path Entropy(↓):  1.558683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of frankenstein
Start Entity:     Frankenstein
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Frankenstein --[written_by]--> Mary Shelley --[(INV) written_by]--> The Curse of Frankenstein --[has_genre]--> Horror
Path (Raw):       Frankenstein --[written_by]--> Mary Shelley --[(INV) written_by]--> The Curse of Frankenstein --[has_genre]--> Horror
Neg LogProb(↓):   1.425642
Path Entropy(↓):  2.190975
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with riders of the purple sage fall under
Start Entity:     Riders of the Purple Sage
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Riders of the Purple Sage --[directed_by]--> Charles Haid --[(INV) directed_by]--> Iron Will --[has_genre]--> Adventure
Path (Raw):       Riders of the Purple Sage --[directed_by]--> Charles Haid --[(INV) directed_by]--> Iron Will --[has_genre]--> Adventure
Neg LogProb(↓):   0.001818
Path Entropy(↓):  0.013418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with victory
Start Entity:     Victory
Gold Answer:      [['The Last Emperor', 'The Secret Agent', 'Gabrielle', 'Sabotage', 'Lord Jim', 'Amy Foster', 'Outcast of the Islands', 'The Duellists']]
Predicted Ans:    Lord Jim
Predicted Path:   Victory --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim
Path (Raw):       Victory --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim --[No Operation]--> Lord Jim
Neg LogProb(↓):   0.025205
Path Entropy(↓):  0.135635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by forgetting sarah marshall actors
Start Entity:     Forgetting Sarah Marshall
Gold Answer:      [['Michel Papet', 'Mitchell Kapner', 'Adam Green', 'Jacques Maillot', 'Mark Duplass', 'Liz W. Garcia', 'Paul Haggis', 'Hans Christian Andersen', 'Chris Buck', 'Gene Stupnitsky', 'Lee Eisenberg', 'Guillaume Canet', 'Sergio Pablos', 'James Gray', 'Steve Gordon', 'Kate Angelo', 'Moe Jelline', 'Wes Craven', 'Ray Wright', 'Jennifer Lee', 'Seth MacFarlane', 'Alec Sulkin', 'Wellesley Wild', 'Agatha Dominik', 'John Cox', 'Assi Dayan', 'Mike Judge', 'Dax Shepard', 'Nicholas Stoller', 'Jason Segel', 'Jim Henson', 'Gary Whitta', 'Shanker Raman', 'Donald Margulies', 'David Lipsky', 'Joyce Eliason', 'Beau Thorne', 'Paul Golding', 'Stuart Gillard', 'Peter Baynham', 'Diablo Cody', 'Kiyoshi Kurosawa', 'Rob Thomas', 'Diane Ruggiero', 'Will Gluck', 'Mary Agnes Donoghue', 'David Weissman', 'David Diamond', 'L. Frank Baum']]
Predicted Ans:    Chris Buck
Predicted Path:   Forgetting Sarah Marshall --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Frozen --[written_by]--> Chris Buck
Path (Raw):       Forgetting Sarah Marshall --[starred_actors]--> Kristen Bell --[(INV) starred_actors]--> Frozen --[written_by]--> Chris Buck
Neg LogProb(↓):   0.584881
Path Entropy(↓):  1.312541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by guy mitchell
Start Entity:     Guy Mitchell
Gold Answer:      [['George Marshall']]
Predicted Ans:    George Marshall
Predicted Path:   Guy Mitchell --[(INV) starred_actors]--> Red Garters --[directed_by]--> George Marshall
Path (Raw):       Guy Mitchell --[No Operation]--> Guy Mitchell --[(INV) starred_actors]--> Red Garters --[directed_by]--> George Marshall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with sara paxton
Start Entity:     Sara Paxton
Gold Answer:      [['Leslie Nielsen', 'Scott Eastwood', 'Christopher McDonald', 'Shaun Sipos', 'Emma Roberts', 'Matt Long', 'Drake Bell', 'Amanda Bynes', 'Pat Healy', 'Katherine Waterston']]
Predicted Ans:    Pat Healy
Predicted Path:   Sara Paxton --[(INV) starred_actors]--> The Innkeepers --[starred_actors]--> Pat Healy
Path (Raw):       Sara Paxton --[No Operation]--> Sara Paxton --[(INV) starred_actors]--> The Innkeepers --[starred_actors]--> Pat Healy
Neg LogProb(↓):   0.078107
Path Entropy(↓):  0.268372
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of a return to salem's lot
Start Entity:     A Return to Salem's Lot
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   A Return to Salem's Lot --[directed_by]--> Larry Cohen --[(INV) directed_by]--> The Stuff --[has_genre]--> Horror
Path (Raw):       A Return to Salem's Lot --[directed_by]--> Larry Cohen --[(INV) directed_by]--> The Stuff --[has_genre]--> Horror
Neg LogProb(↓):   0.736875
Path Entropy(↓):  1.178254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does suzanne fields appear in
Start Entity:     Suzanne Fields
Gold Answer:      [['Flesh Gordon']]
Predicted Ans:    Flesh Gordon
Predicted Path:   Suzanne Fields --[(INV) starred_actors]--> Flesh Gordon --[starred_actors]--> William Dennis Hunt --[(INV) starred_actors]--> Flesh Gordon
Path (Raw):       Suzanne Fields --[(INV) starred_actors]--> Flesh Gordon --[starred_actors]--> William Dennis Hunt --[(INV) starred_actors]--> Flesh Gordon
Neg LogProb(↓):   0.005548
Path Entropy(↓):  0.037395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by ian fitzgibbon were in which genres
Start Entity:     Ian Fitzgibbon
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Ian Fitzgibbon --[(INV) directed_by]--> Perrier's Bounty --[has_genre]--> Comedy
Path (Raw):       Ian Fitzgibbon --[No Operation]--> Ian Fitzgibbon --[(INV) directed_by]--> Perrier's Bounty --[has_genre]--> Comedy
Neg LogProb(↓):   0.127016
Path Entropy(↓):  0.456033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film push were in which genres
Start Entity:     Push
Gold Answer:      [['Drama', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Push --[directed_by]--> Paul McGuigan --[(INV) directed_by]--> Gangster No. 1 --[has_genre]--> Crime
Path (Raw):       Push --[directed_by]--> Paul McGuigan --[(INV) directed_by]--> Gangster No. 1 --[has_genre]--> Crime
Neg LogProb(↓):   0.025885
Path Entropy(↓):  0.138992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie my name is bruce
Start Entity:     My Name Is Bruce
Gold Answer:      [['bruce campbell', 'b-movie', 'r']]
Predicted Ans:    b-movie
Predicted Path:   My Name Is Bruce --[has_tags]--> b-movie --[(INV) has_tags]--> My Name Is Bruce --[has_tags]--> b-movie
Path (Raw):       My Name Is Bruce --[has_tags]--> b-movie --[(INV) has_tags]--> My Name Is Bruce --[has_tags]--> b-movie
Neg LogProb(↓):   0.614813
Path Entropy(↓):  0.730631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed a talking picture
Start Entity:     A Talking Picture
Gold Answer:      [['French', 'Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   A Talking Picture --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[in_language]--> Portuguese
Path (Raw):       A Talking Picture --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Abraham's Valley --[in_language]--> Portuguese
Neg LogProb(↓):   0.020827
Path Entropy(↓):  0.101908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in surviving picasso
Start Entity:     Surviving Picasso
Gold Answer:      [['Anthony Hopkins']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Path (Raw):       Surviving Picasso --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Surviving Picasso --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.000551
Path Entropy(↓):  0.005072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in elles
Start Entity:     Elles
Gold Answer:      [['Abel Ferrara', 'Patrice Leconte', 'Danièle Thompson', 'Peter Hedges', 'André Téchiné', 'Louis Malle', 'Scott McGehee', 'David Siegel', 'Abbas Kiarostami', 'Olivier Assayas', 'John Boorman', 'Anthony Minghella']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Elles --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Clouds of Sils Maria --[directed_by]--> Olivier Assayas
Path (Raw):       Elles --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Clouds of Sils Maria --[directed_by]--> Olivier Assayas
Neg LogProb(↓):   0.955588
Path Entropy(↓):  1.457155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie death wish ii were released in which years
Start Entity:     Death Wish II
Gold Answer:      [['1988', '1978', '1946', '1972', '1971', '1973', '2006', '1985', '1967', '1979', '1974', '2011', '1977']]
Predicted Ans:    1988
Predicted Path:   Death Wish II --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[release_year]--> 1988
Path (Raw):       Death Wish II --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[release_year]--> 1988
Neg LogProb(↓):   0.712796
Path Entropy(↓):  1.568990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by devon graye were written by who
Start Entity:     Devon Graye
Gold Answer:      [['Brett Simmons']]
Predicted Ans:    Brett Simmons
Predicted Path:   Devon Graye --[(INV) starred_actors]--> Husk --[written_by]--> Brett Simmons
Path (Raw):       Devon Graye --[No Operation]--> Devon Graye --[(INV) starred_actors]--> Husk --[written_by]--> Brett Simmons
Neg LogProb(↓):   0.010041
Path Entropy(↓):  0.055961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of joe gould's secret starred who
Start Entity:     Joe Gould's Secret
Gold Answer:      [['Stanley Tucci', 'Tony Shalhoub', 'Oliver Platt']]
Predicted Ans:    Stanley Tucci
Predicted Path:   Joe Gould's Secret --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[starred_actors]--> Stanley Tucci
Path (Raw):       Joe Gould's Secret --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   0.157120
Path Entropy(↓):  0.414830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of travels with my aunt
Start Entity:     Travels with My Aunt
Gold Answer:      [['Ronald Neame', 'Edward Dmytryk', 'Fritz Lang', 'John Boulting', 'Carol Reed', 'Johan Grimonprez', 'Otto Preminger', 'John Ford', 'Ken Annakin', 'Andrew Davis', 'Phillip Noyce', 'Neil Jordan', 'Herbert Ross', 'Peter Brook', 'Alfred Hitchcock', 'Sidney Lumet', 'Harry Hook', 'Herman Shumlin', 'Alberto Cavalcanti', 'Harold Prince', 'Joseph L. Mankiewicz']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Travels with My Aunt --[written_by]--> Jay Presson Allen --[(INV) written_by]--> Marnie --[directed_by]--> Alfred Hitchcock
Path (Raw):       Travels with My Aunt --[written_by]--> Jay Presson Allen --[(INV) written_by]--> Marnie --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.456650
Path Entropy(↓):  1.164338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed kiss of the dragon
Start Entity:     Kiss of the Dragon
Gold Answer:      [['Chris Nahon']]
Predicted Ans:    Chris Nahon
Predicted Path:   Kiss of the Dragon --[directed_by]--> Chris Nahon --[(INV) directed_by]--> Empire of the Wolves --[directed_by]--> Chris Nahon
Path (Raw):       Kiss of the Dragon --[directed_by]--> Chris Nahon --[(INV) directed_by]--> Empire of the Wolves --[directed_by]--> Chris Nahon
Neg LogProb(↓):   0.000223
Path Entropy(↓):  0.002103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film a swedish love story
Start Entity:     A Swedish Love Story
Gold Answer:      [['Roy Andersson']]
Predicted Ans:    Roy Andersson
Predicted Path:   A Swedish Love Story --[directed_by]--> Roy Andersson --[(INV) directed_by]--> Giliap --[written_by]--> Roy Andersson
Path (Raw):       A Swedish Love Story --[directed_by]--> Roy Andersson --[(INV) directed_by]--> Giliap --[written_by]--> Roy Andersson
Neg LogProb(↓):   0.121301
Path Entropy(↓):  0.448404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described with alan moore
Start Entity:     alan moore
Gold Answer:      [['From Hell', 'V for Vendetta', 'Watchmen', 'The League of Extraordinary Gentlemen', 'Constantine', 'The Mindscape of Alan Moore']]
Predicted Ans:    Watchmen
Predicted Path:   alan moore --[(INV) has_tags]--> Watchmen --[has_tags]--> superheroes --[(INV) has_tags]--> Watchmen
Path (Raw):       alan moore --[(INV) has_tags]--> Watchmen --[has_tags]--> superheroes --[(INV) has_tags]--> Watchmen
Neg LogProb(↓):   0.014871
Path Entropy(↓):  0.087969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by alvin sargent were released in which years
Start Entity:     Alvin Sargent
Gold Answer:      [['1980', '2007', '1966', '1972', '1990', '2008', '2012', '1991', '1996', '1973', '2004', '2002', '1987', '1969', '1977']]
Predicted Ans:    2007
Predicted Path:   Alvin Sargent --[(INV) written_by]--> Spider-Man 3 --[release_year]--> 2007
Path (Raw):       Alvin Sargent --[No Operation]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 3 --[release_year]--> 2007
Neg LogProb(↓):   0.790555
Path Entropy(↓):  1.495151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did mark fauser write
Start Entity:     Mark Fauser
Gold Answer:      [['Waking Up in Reno']]
Predicted Ans:    Waking Up in Reno
Predicted Path:   Mark Fauser --[(INV) written_by]--> Waking Up in Reno --[written_by]--> Brent Briscoe --[(INV) written_by]--> Waking Up in Reno
Path (Raw):       Mark Fauser --[(INV) written_by]--> Waking Up in Reno --[written_by]--> Brent Briscoe --[(INV) written_by]--> Waking Up in Reno
Neg LogProb(↓):   0.000088
Path Entropy(↓):  0.000909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film undertow
Start Entity:     Undertow
Gold Answer:      [['1980', '2000', '2008', '2005', '2004', '2011']]
Predicted Ans:    2011
Predicted Path:   Undertow --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Adventures of Tintin --[release_year]--> 2011
Path (Raw):       Undertow --[starred_actors]--> Jamie Bell --[(INV) starred_actors]--> The Adventures of Tintin --[release_year]--> 2011
Neg LogProb(↓):   0.230071
Path Entropy(↓):  0.669545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the castle also wrote which movies
Start Entity:     The Castle
Gold Answer:      [['Amour', 'The Piano Teacher', 'The Trial', 'Funny Games', '71 Fragments of a Chronology of Chance', 'Any Questions for Ben?', 'Time of the Wolf', 'The Seventh Continent', "Benny's Video", 'The White Ribbon', 'Code Unknown']]
Predicted Ans:    The Castle
Predicted Path:   The Castle --[written_by]--> Jane Kennedy --[(INV) written_by]--> The Castle
Path (Raw):       The Castle --[written_by]--> Jane Kennedy --[(INV) written_by]--> The Castle --[No Operation]--> The Castle
Neg LogProb(↓):   0.824141
Path Entropy(↓):  1.109266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote the last emperor
Start Entity:     The Last Emperor
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Last Emperor --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You --[has_genre]--> Drama
Path (Raw):       The Last Emperor --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You --[has_genre]--> Drama
Neg LogProb(↓):   0.177149
Path Entropy(↓):  0.486624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in untamed heart
Start Entity:     Untamed Heart
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2007', '1998', '2009', '2010', '1982', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1988', '2000', '1997', '1950', '2005', '1991', '1986']]
Predicted Ans:    2012
Predicted Path:   Untamed Heart --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Guns, Girls and Gambling --[release_year]--> 2012
Path (Raw):       Untamed Heart --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Guns, Girls and Gambling --[release_year]--> 2012
Neg LogProb(↓):   1.197790
Path Entropy(↓):  2.169573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of you kill me is also the director of which films
Start Entity:     You Kill Me
Gold Answer:      [['The Great Raid', 'The Last Seduction', 'Joy Ride', 'Kill Me Again', 'Unforgettable', 'Red Rock West', 'Rounders']]
Predicted Ans:    Kill Me Again
Predicted Path:   You Kill Me --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again
Path (Raw):       You Kill Me --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[No Operation]--> Kill Me Again
Neg LogProb(↓):   0.034114
Path Entropy(↓):  0.202302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the prophecy
Start Entity:     The Prophecy
Gold Answer:      [['Highlander', 'Backdraft']]
Predicted Ans:    Backdraft
Predicted Path:   The Prophecy --[written_by]--> Gregory Widen --[(INV) written_by]--> Backdraft
Path (Raw):       The Prophecy --[No Operation]--> The Prophecy --[written_by]--> Gregory Widen --[(INV) written_by]--> Backdraft
Neg LogProb(↓):   0.033984
Path Entropy(↓):  0.164941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of dominick and eugene
Start Entity:     Dominick and Eugene
Gold Answer:      [['Paul Simon', 'Libbie Block', 'Robert M. Young']]
Predicted Ans:    Libbie Block
Predicted Path:   Dominick and Eugene --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught --[written_by]--> Libbie Block
Path (Raw):       Dominick and Eugene --[directed_by]--> Robert M. Young --[(INV) directed_by]--> Caught --[written_by]--> Libbie Block
Neg LogProb(↓):   0.002688
Path Entropy(↓):  0.021473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of to the shores of tripoli
Start Entity:     To the Shores of Tripoli
Gold Answer:      [['1951', '1932', '1945', '1938']]
Predicted Ans:    1932
Predicted Path:   To the Shores of Tripoli --[directed_by]--> H. Bruce Humberstone --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Path (Raw):       To the Shores of Tripoli --[directed_by]--> H. Bruce Humberstone --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Neg LogProb(↓):   0.016176
Path Entropy(↓):  0.105117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by dominique abel
Start Entity:     Dominique Abel
Gold Answer:      [['Fiona Gordon', 'Bruno Romy']]
Predicted Ans:    Fiona Gordon
Predicted Path:   Dominique Abel --[(INV) starred_actors]--> The Fairy --[directed_by]--> Fiona Gordon
Path (Raw):       Dominique Abel --[No Operation]--> Dominique Abel --[(INV) starred_actors]--> The Fairy --[directed_by]--> Fiona Gordon
Neg LogProb(↓):   0.001271
Path Entropy(↓):  0.009775
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by yasuko sawaguchi were released in which years
Start Entity:     Yasuko Sawaguchi
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Yasuko Sawaguchi --[(INV) starred_actors]--> Godzilla 1985 --[release_year]--> 1984
Path (Raw):       Yasuko Sawaguchi --[No Operation]--> Yasuko Sawaguchi --[(INV) starred_actors]--> Godzilla 1985 --[release_year]--> 1984
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie scorched are written by who
Start Entity:     Scorched
Gold Answer:      [['Scott Alexander', 'Larry Karaszewski', 'Matthew Cooke', 'Michael Frayn', 'Howard Franklin', 'Rhett Reese', 'Ron Shelton', 'Paul Wernick', 'Alessandro Camon', 'Max D. Adams', 'Jimmy Hayward', 'Oren Moverman', 'Jeffrey Price', 'Peter S. Seaman', 'Richard Rutowski', 'William Shakespeare', 'Ian La Frenais', 'Dick Clement', 'Mike Binder', 'Quentin Tarantino', 'Pat Verducci', 'Kenneth Branagh', 'Oliver Stone', 'John Heilemann', 'Ted Lewis', 'Mark Halperin', 'Scott Cooper', 'Brad Ingelsby', 'Alan Shapiro', 'Garrison Keillor', 'Michael Palin', 'Jane Anderson', 'Eric Idle', 'Terry Ryan', 'Graham Chapman', 'Terry Gilliam', 'Charles Crichton', 'Hugh Wilson', 'Peter Stebbings', 'E. Max Frye', 'Jorge Blanco', 'Andrew Klavan', 'Deborah Kaplan', 'Harry Elfont', 'Don Hall', 'Joe Stillman', 'Neil B. Shulman', 'Ron Judkins', 'James Ellroy', 'Danny Strong', 'Marty Feldman', 'John Cleese', 'Jack Engelhard', 'Amy Heckerling', 'Zak Penn', 'Guy Moshe', 'Boaz Davidson', 'Terry Jones', 'Guy Ferland', 'Robert Coover', 'Brad Anderson', 'James Hadley Chase', 'Max Evans', 'S.R. Bindler', 'Mike Hodges']]
Predicted Ans:    Ron Shelton
Predicted Path:   Scorched --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[written_by]--> Ron Shelton
Path (Raw):       Scorched --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[written_by]--> Ron Shelton
Neg LogProb(↓):   0.537930
Path Entropy(↓):  1.497011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the butcher boy
Start Entity:     The Butcher Boy
Gold Answer:      [['neil jordan']]
Predicted Ans:    neil jordan
Predicted Path:   The Butcher Boy --[has_tags]--> neil jordan --[(INV) has_tags]--> The Good Thief --[has_tags]--> neil jordan
Path (Raw):       The Butcher Boy --[has_tags]--> neil jordan --[(INV) has_tags]--> The Good Thief --[has_tags]--> neil jordan
Neg LogProb(↓):   0.131729
Path Entropy(↓):  0.533168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of sharky's machine
Start Entity:     Sharky's Machine
Gold Answer:      [['Gregory Hoblit', 'Luis Mandoki', 'Jon Turteltaub']]
Predicted Ans:    Jon Turteltaub
Predicted Path:   Sharky's Machine --[written_by]--> Gerald Di Pego --[(INV) written_by]--> Phenomenon --[directed_by]--> Jon Turteltaub
Path (Raw):       Sharky's Machine --[written_by]--> Gerald Di Pego --[(INV) written_by]--> Phenomenon --[directed_by]--> Jon Turteltaub
Neg LogProb(↓):   0.041935
Path Entropy(↓):  0.209508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of rocky ii
Start Entity:     Rocky II
Gold Answer:      [['Arnold Schwarzenegger', 'Cynthia Rhodes', 'Harrison Ford', 'Kate Bosworth', 'Finola Hughes', 'Steve Inwood', 'John Travolta', 'Dolly Parton', 'Jet Li', 'Brian Dennehy', 'Dolph Lundgren', 'Richard Crenna', 'Sylvester Stallone', 'John Lithgow', 'Jason Statham', 'Reni Santoni', 'Andrew Robinson', 'James Franco', 'Brigitte Nielsen', 'Armand Assante', 'Antonio Tarver', 'Talia Shire', 'Burt Young', 'Carl Weathers']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Rocky II --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[starred_actors]--> Sylvester Stallone
Path (Raw):       Rocky II --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rocky II --[starred_actors]--> Sylvester Stallone
Neg LogProb(↓):   0.634611
Path Entropy(↓):  1.290689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of bleak moments
Start Entity:     Bleak Moments
Gold Answer:      [['High Hopes', 'Vera Drake', 'Meantime', 'Topsy-Turvy', 'Another Year', 'All or Nothing', 'Career Girls', 'Four Days in July', 'Naked', 'Life Is Sweet', 'Mr. Turner', "Abigail's Party", 'Happy-Go-Lucky']]
Predicted Ans:    Naked
Predicted Path:   Bleak Moments --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked
Path (Raw):       Bleak Moments --[No Operation]--> Bleak Moments --[written_by]--> Mike Leigh --[(INV) written_by]--> Naked
Neg LogProb(↓):   0.431218
Path Entropy(↓):  0.704217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is crackerjack
Start Entity:     Crackerjack
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Crackerjack --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Crackerjack --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.239413
Path Entropy(↓):  4.295264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by nanako matsushima
Start Entity:     Nanako Matsushima
Gold Answer:      [['Hideo Nakata']]
Predicted Ans:    Hideo Nakata
Predicted Path:   Nanako Matsushima --[(INV) starred_actors]--> Ring --[directed_by]--> Hideo Nakata
Path (Raw):       Nanako Matsushima --[No Operation]--> Nanako Matsushima --[(INV) starred_actors]--> Ring --[directed_by]--> Hideo Nakata
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film bride flight was directed by who
Start Entity:     Bride Flight
Gold Answer:      [['Ben Sombogaart']]
Predicted Ans:    Ben Sombogaart
Predicted Path:   Bride Flight --[directed_by]--> Ben Sombogaart --[(INV) directed_by]--> Bride Flight --[directed_by]--> Ben Sombogaart
Path (Raw):       Bride Flight --[directed_by]--> Ben Sombogaart --[(INV) directed_by]--> Bride Flight --[directed_by]--> Ben Sombogaart
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed saving grace
Start Entity:     Saving Grace
Gold Answer:      [['Nigel Cole']]
Predicted Ans:    Nigel Cole
Predicted Path:   Saving Grace --[directed_by]--> Nigel Cole --[(INV) directed_by]--> Saving Grace --[directed_by]--> Nigel Cole
Path (Raw):       Saving Grace --[directed_by]--> Nigel Cole --[(INV) directed_by]--> Saving Grace --[directed_by]--> Nigel Cole
Neg LogProb(↓):   0.333344
Path Entropy(↓):  0.792684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by jonas chernick
Start Entity:     Jonas Chernick
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jonas Chernick --[(INV) starred_actors]--> My Awkward Sexual Adventure --[has_genre]--> Comedy
Path (Raw):       Jonas Chernick --[No Operation]--> Jonas Chernick --[(INV) starred_actors]--> My Awkward Sexual Adventure --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of skokie
Start Entity:     Skokie
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   Skokie --[directed_by]--> Herbert Wise --[(INV) directed_by]--> The Woman in Black --[has_genre]--> Drama
Path (Raw):       Skokie --[directed_by]--> Herbert Wise --[(INV) directed_by]--> The Woman in Black --[has_genre]--> Drama
Neg LogProb(↓):   0.105795
Path Entropy(↓):  0.396316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Manuel manquina appears in which movies
Start Entity:     Manuel Manquiña
Gold Answer:      [['Airbag']]
Predicted Ans:    Airbag
Predicted Path:   Manuel Manquiña --[(INV) starred_actors]--> Airbag --[starred_actors]--> Fernando Guillén Cuervo --[(INV) starred_actors]--> Airbag
Path (Raw):       Manuel Manquiña --[(INV) starred_actors]--> Airbag --[starred_actors]--> Fernando Guillén Cuervo --[(INV) starred_actors]--> Airbag
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did zack stentz write
Start Entity:     Zack Stentz
Gold Answer:      [['Thor']]
Predicted Ans:    Thor
Predicted Path:   Zack Stentz --[(INV) written_by]--> Thor --[written_by]--> Zack Stentz --[(INV) written_by]--> Thor
Path (Raw):       Zack Stentz --[(INV) written_by]--> Thor --[written_by]--> Zack Stentz --[(INV) written_by]--> Thor
Neg LogProb(↓):   0.000420
Path Entropy(↓):  0.003689
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in a cry in the night
Start Entity:     A Cry in the Night
Gold Answer:      [['Music', 'Western', 'Musical', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   A Cry in the Night --[starred_actors]--> Edmond O'Brien --[(INV) starred_actors]--> Backfire --[has_genre]--> Crime
Path (Raw):       A Cry in the Night --[starred_actors]--> Edmond O'Brien --[(INV) starred_actors]--> Backfire --[has_genre]--> Crime
Neg LogProb(↓):   0.508977
Path Entropy(↓):  1.156727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for i shot a man in vegas
Start Entity:     I Shot a Man in Vegas
Gold Answer:      [['Keoni Waxman']]
Predicted Ans:    Keoni Waxman
Predicted Path:   I Shot a Man in Vegas --[written_by]--> Keoni Waxman --[(INV) written_by]--> Sweepers --[written_by]--> Keoni Waxman
Path (Raw):       I Shot a Man in Vegas --[written_by]--> Keoni Waxman --[(INV) written_by]--> Sweepers --[written_by]--> Keoni Waxman
Neg LogProb(↓):   0.027554
Path Entropy(↓):  0.125876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the dust of time fall under
Start Entity:     The Dust of Time
Gold Answer:      [['Drama', 'History']]
Predicted Ans:    Drama
Predicted Path:   The Dust of Time --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[has_genre]--> Drama
Path (Raw):       The Dust of Time --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[has_genre]--> Drama
Neg LogProb(↓):   0.018039
Path Entropy(↓):  0.106052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of the black room starred who
Start Entity:     The Black Room
Gold Answer:      [['Alexandra Stewart', 'Therese Giehse', 'Cathryn Harrison', 'Nigel Bruce', 'Jack Holt', 'Joe Dallesandro', 'Fay Wray', 'Basil Rathbone', 'Dorothy Burgess']]
Predicted Ans:    Basil Rathbone
Predicted Path:   The Black Room --[directed_by]--> Roy William Neill --[(INV) directed_by]--> Terror by Night --[starred_actors]--> Basil Rathbone
Path (Raw):       The Black Room --[directed_by]--> Roy William Neill --[(INV) directed_by]--> Terror by Night --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.136886
Path Entropy(↓):  0.436920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for stalingrad
Start Entity:     Stalingrad
Gold Answer:      [['Joseph Vilsmaier']]
Predicted Ans:    Joseph Vilsmaier
Predicted Path:   Stalingrad --[directed_by]--> Joseph Vilsmaier --[(INV) directed_by]--> Stalingrad --[directed_by]--> Joseph Vilsmaier
Path (Raw):       Stalingrad --[directed_by]--> Joseph Vilsmaier --[(INV) directed_by]--> Stalingrad --[directed_by]--> Joseph Vilsmaier
Neg LogProb(↓):   0.074394
Path Entropy(↓):  0.269163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is going ape!
Start Entity:     Going Ape!
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Going Ape! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Going Ape! --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.505255
Path Entropy(↓):  4.541886
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was wayne wang the director of
Start Entity:     Wayne Wang
Gold Answer:      [['Chinese Box', 'Slam Dance', 'Eat a Bowl of Tea', 'Chan Is Missing', 'Blue in the Face', 'Snow Flower and the Secret Fan', 'The Center of the World', 'Smoke', 'Last Holiday', 'Because of Winn-Dixie', 'The Joy Luck Club', 'Maid in Manhattan']]
Predicted Ans:    Chinese Box
Predicted Path:   Wayne Wang --[(INV) directed_by]--> Chinese Box --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Chinese Box
Path (Raw):       Wayne Wang --[(INV) directed_by]--> Chinese Box --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Chinese Box
Neg LogProb(↓):   1.131454
Path Entropy(↓):  2.220520
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film exotica were released in which years
Start Entity:     Exotica
Gold Answer:      [['1997', '2009', '2008', '2005', '1989', '1993', '1991', '1999', '2002', '2014', '1984', '2013']]
Predicted Ans:    2002
Predicted Path:   Exotica --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Ararat --[release_year]--> 2002
Path (Raw):       Exotica --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Ararat --[release_year]--> 2002
Neg LogProb(↓):   1.389473
Path Entropy(↓):  1.885274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by sharky's machine writers
Start Entity:     Sharky's Machine
Gold Answer:      [['Drama', 'Fantasy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sharky's Machine --[written_by]--> Gerald Di Pego --[(INV) written_by]--> Angel Eyes --[has_genre]--> Drama
Path (Raw):       Sharky's Machine --[written_by]--> Gerald Di Pego --[(INV) written_by]--> Angel Eyes --[has_genre]--> Drama
Neg LogProb(↓):   0.031781
Path Entropy(↓):  0.140367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film safe haven released
Start Entity:     Safe Haven
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Safe Haven --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Safe Haven --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.473450
Path Entropy(↓):  4.704724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of open windows also wrote which movies
Start Entity:     Open Windows
Gold Answer:      [['Timecrimes', 'Extraterrestrial']]
Predicted Ans:    Extraterrestrial
Predicted Path:   Open Windows --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial
Path (Raw):       Open Windows --[written_by]--> Nacho Vigalondo --[(INV) written_by]--> Extraterrestrial --[No Operation]--> Extraterrestrial
Neg LogProb(↓):   0.014921
Path Entropy(↓):  0.077410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film a master builder
Start Entity:     A Master Builder
Gold Answer:      [['Wallace Shawn', 'Henrik Ibsen']]
Predicted Ans:    Wallace Shawn
Predicted Path:   A Master Builder --[written_by]--> Wallace Shawn --[(INV) written_by]--> Marie and Bruce --[written_by]--> Wallace Shawn
Path (Raw):       A Master Builder --[written_by]--> Wallace Shawn --[(INV) written_by]--> Marie and Bruce --[written_by]--> Wallace Shawn
Neg LogProb(↓):   0.619692
Path Entropy(↓):  1.028872
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by frank pacheco
Start Entity:     Frank Pacheco
Gold Answer:      [['Craig Moss']]
Predicted Ans:    Craig Moss
Predicted Path:   Frank Pacheco --[(INV) starred_actors]--> Breaking Wind --[directed_by]--> Craig Moss
Path (Raw):       Frank Pacheco --[No Operation]--> Frank Pacheco --[(INV) starred_actors]--> Breaking Wind --[directed_by]--> Craig Moss
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed it's alive
Start Entity:     It's Alive
Gold Answer:      [['1976', '1972', '1990', '1987', '1982', '1973', '1985', '1981']]
Predicted Ans:    1976
Predicted Path:   It's Alive --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[release_year]--> 1976
Path (Raw):       It's Alive --[directed_by]--> Larry Cohen --[(INV) directed_by]--> God Told Me To --[release_year]--> 1976
Neg LogProb(↓):   1.660831
Path Entropy(↓):  2.080251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie in the electric mist
Start Entity:     In the Electric Mist
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   In the Electric Mist --[written_by]--> James Lee Burke --[(INV) written_by]--> Heaven's Prisoners --[release_year]--> 1996
Path (Raw):       In the Electric Mist --[written_by]--> James Lee Burke --[(INV) written_by]--> Heaven's Prisoners --[release_year]--> 1996
Neg LogProb(↓):   0.320289
Path Entropy(↓):  0.722253
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by jacob potashnik
Start Entity:     Jacob Potashnik
Gold Answer:      [['Jessica Paré']]
Predicted Ans:    Jessica Paré
Predicted Path:   Jacob Potashnik --[(INV) written_by]--> Stardom --[starred_actors]--> Jessica Paré
Path (Raw):       Jacob Potashnik --[No Operation]--> Jacob Potashnik --[(INV) written_by]--> Stardom --[starred_actors]--> Jessica Paré
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by laraine day were in which genres
Start Entity:     Laraine Day
Gold Answer:      [['Drama', 'War', 'Comedy', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Laraine Day --[(INV) starred_actors]--> Mr. Lucky --[has_genre]--> Comedy
Path (Raw):       Laraine Day --[No Operation]--> Laraine Day --[(INV) starred_actors]--> Mr. Lucky --[has_genre]--> Comedy
Neg LogProb(↓):   0.221374
Path Entropy(↓):  0.646882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie 7 women
Start Entity:     7 Women
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   7 Women --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       7 Women --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.360207
Path Entropy(↓):  4.575501
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter pradeep sarkar co - wrote films with who
Start Entity:     Pradeep Sarkar
Gold Answer:      [['Vidhu Vinod Chopra']]
Predicted Ans:    Vidhu Vinod Chopra
Predicted Path:   Pradeep Sarkar --[(INV) written_by]--> Parineeta --[written_by]--> Vidhu Vinod Chopra
Path (Raw):       Pradeep Sarkar --[No Operation]--> Pradeep Sarkar --[(INV) written_by]--> Parineeta --[written_by]--> Vidhu Vinod Chopra
Neg LogProb(↓):   0.002272
Path Entropy(↓):  0.017486
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by ernst lubitsch were in which languages
Start Entity:     Ernst Lubitsch
Gold Answer:      [['German']]
Predicted Ans:    French
Predicted Path:   Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Path (Raw):       Ernst Lubitsch --[No Operation]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[in_language]--> French
Neg LogProb(↓):   0.532791
Path Entropy(↓):  1.044752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was i, frankenstein released
Start Entity:     I, Frankenstein
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   I, Frankenstein --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Path (Raw):       I, Frankenstein --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Neg LogProb(↓):   2.315674
Path Entropy(↓):  3.693619
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jennifer grey acted together with who
Start Entity:     Jennifer Grey
Gold Answer:      [['Cliff Robertson', 'Matthew Modine', 'Jerry Orbach', 'Cynthia Rhodes', 'Madonna', 'Patrick Swayze']]
Predicted Ans:    Patrick Swayze
Predicted Path:   Jennifer Grey --[(INV) starred_actors]--> Dirty Dancing --[starred_actors]--> Patrick Swayze
Path (Raw):       Jennifer Grey --[No Operation]--> Jennifer Grey --[(INV) starred_actors]--> Dirty Dancing --[starred_actors]--> Patrick Swayze
Neg LogProb(↓):   0.186483
Path Entropy(↓):  0.470059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie bulletproof monk about
Start Entity:     Bulletproof Monk
Gold Answer:      [['seann william scott']]
Predicted Ans:    kevin pollak
Predicted Path:   Bulletproof Monk --[has_tags]--> seann william scott --[(INV) has_tags]--> Cop Out --[has_tags]--> kevin pollak
Path (Raw):       Bulletproof Monk --[has_tags]--> seann william scott --[(INV) has_tags]--> Cop Out --[has_tags]--> kevin pollak
Neg LogProb(↓):   0.005439
Path Entropy(↓):  0.034145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe the young philadelphians
Start Entity:     The Young Philadelphians
Gold Answer:      [['vincent sherman']]
Predicted Ans:    vincent sherman
Predicted Path:   The Young Philadelphians --[has_tags]--> vincent sherman --[(INV) has_tags]--> The Hasty Heart --[has_tags]--> vincent sherman
Path (Raw):       The Young Philadelphians --[has_tags]--> vincent sherman --[(INV) has_tags]--> The Hasty Heart --[has_tags]--> vincent sherman
Neg LogProb(↓):   0.084671
Path Entropy(↓):  0.286647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by jj feild
Start Entity:     JJ Feild
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   JJ Feild --[(INV) starred_actors]--> Austenland --[has_genre]--> Comedy
Path (Raw):       JJ Feild --[No Operation]--> JJ Feild --[(INV) starred_actors]--> Austenland --[has_genre]--> Comedy
Neg LogProb(↓):   0.329528
Path Entropy(↓):  0.593648
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of destry rides again
Start Entity:     Destry Rides Again
Gold Answer:      [['George Marshall']]
Predicted Ans:    George Marshall
Predicted Path:   Destry Rides Again --[directed_by]--> George Marshall --[(INV) directed_by]--> The Mating Game --[directed_by]--> George Marshall
Path (Raw):       Destry Rides Again --[directed_by]--> George Marshall --[(INV) directed_by]--> The Mating Game --[directed_by]--> George Marshall
Neg LogProb(↓):   0.990173
Path Entropy(↓):  1.702201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is closer to the moon in
Start Entity:     Closer to the Moon
Gold Answer:      [['Romanian']]
Predicted Ans:    Romanian
Predicted Path:   Closer to the Moon --[in_language]--> Romanian --[(INV) in_language]--> Closer to the Moon --[in_language]--> Romanian
Path (Raw):       Closer to the Moon --[in_language]--> Romanian --[(INV) in_language]--> Closer to the Moon --[in_language]--> Romanian
Neg LogProb(↓):   0.232954
Path Entropy(↓):  0.623658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by don bluth
Start Entity:     Don Bluth
Gold Answer:      [['Guy Bolton', 'Marcelle Maurette', 'Hans Christian Andersen', "Robert C. O'Brien", 'Gary Goldman']]
Predicted Ans:    Don Bluth
Predicted Path:   Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[written_by]--> Don Bluth
Path (Raw):       Don Bluth --[No Operation]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[written_by]--> Don Bluth
Neg LogProb(↓):   0.062006
Path Entropy(↓):  0.263974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films directed by the director of it's all about love
Start Entity:     It's All About Love
Gold Answer:      [['Danish']]
Predicted Ans:    English
Predicted Path:   It's All About Love --[directed_by]--> Thomas Vinterberg --[(INV) directed_by]--> It's All About Love --[in_language]--> English
Path (Raw):       It's All About Love --[directed_by]--> Thomas Vinterberg --[(INV) directed_by]--> It's All About Love --[in_language]--> English
Neg LogProb(↓):   0.000194
Path Entropy(↓):  0.001992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the screenwriter of king kong were directed by who
Start Entity:     King Kong
Gold Answer:      [['John Guillermin', 'Sydney Pollack', 'Ernest B. Schoedsack', 'Peter Jackson', 'Costa Botes', 'Ron Underwood', 'Alan J. Pakula']]
Predicted Ans:    Peter Jackson
Predicted Path:   King Kong --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[directed_by]--> Peter Jackson
Path (Raw):       King Kong --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[directed_by]--> Peter Jackson
Neg LogProb(↓):   0.031066
Path Entropy(↓):  0.184974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of twentynine palms
Start Entity:     Twentynine Palms
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Twentynine Palms --[written_by]--> Bruno Dumont --[(INV) written_by]--> Flanders --[in_language]--> French
Path (Raw):       Twentynine Palms --[written_by]--> Bruno Dumont --[(INV) written_by]--> Flanders --[in_language]--> French
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of ride lonesome
Start Entity:     Ride Lonesome
Gold Answer:      [['1957', '1960', '1959', '1953', '1958', '1956']]
Predicted Ans:    1956
Predicted Path:   Ride Lonesome --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Ride Lonesome --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   0.463777
Path Entropy(↓):  1.240408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by paul middleditch
Start Entity:     Paul Middleditch
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Paul Middleditch --[(INV) directed_by]--> Rapture-Palooza --[has_genre]--> Comedy
Path (Raw):       Paul Middleditch --[No Operation]--> Paul Middleditch --[(INV) directed_by]--> Rapture-Palooza --[has_genre]--> Comedy
Neg LogProb(↓):   0.001405
Path Entropy(↓):  0.011604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by morgan spurlock release
Start Entity:     Morgan Spurlock
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Morgan Spurlock --[(INV) starred_actors]--> Where in the World Is Osama Bin Laden? --[release_year]--> 2008
Path (Raw):       Morgan Spurlock --[No Operation]--> Morgan Spurlock --[(INV) starred_actors]--> Where in the World Is Osama Bin Laden? --[release_year]--> 2008
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie dragon seed
Start Entity:     Dragon Seed
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Dragon Seed --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Dragon Seed --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.331362
Path Entropy(↓):  4.542148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was screwed released
Start Entity:     Screwed
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Screwed --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       Screwed --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.917637
Path Entropy(↓):  4.244247
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor rob corddry is a co - star of who
Start Entity:     Rob Corddry
Gold Answer:      [['Anna Kendrick', 'Cameron Diaz', 'Leslie Bibb', 'Ellie Kemper', 'Lake Bell', 'John Francis Daley', 'Jason Segel', 'Craig Robinson', 'Brendan Fraser', 'Adam Scott', 'Clark Duke', 'John Cusack']]
Predicted Ans:    Rob Corddry
Predicted Path:   Rob Corddry --[(INV) starred_actors]--> Sex Tape --[starred_actors]--> Rob Corddry
Path (Raw):       Rob Corddry --[No Operation]--> Rob Corddry --[(INV) starred_actors]--> Sex Tape --[starred_actors]--> Rob Corddry
Neg LogProb(↓):   0.744102
Path Entropy(↓):  1.466289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share directors with the films baby geniuses are written by who
Start Entity:     Baby Geniuses
Gold Answer:      [['Bernard Slade', 'Phil Alden Robinson', 'Richard Matheson', 'Ivan Cotroneo', 'Roy Moore', 'Jean Shepherd', 'Alan Ormsby', 'Richard Christian Matheson', 'David E. Kelley', 'Sylvester Stallone', 'Bob Clark', 'Nora Roberts', 'Glen Morgan']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Baby Geniuses --[directed_by]--> Bob Clark --[(INV) directed_by]--> Rhinestone --[written_by]--> Sylvester Stallone
Path (Raw):       Baby Geniuses --[directed_by]--> Bob Clark --[(INV) directed_by]--> Rhinestone --[written_by]--> Sylvester Stallone
Neg LogProb(↓):   0.803730
Path Entropy(↓):  0.703758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of dirty work
Start Entity:     Dirty Work
Gold Answer:      [['Samuel L. Jackson', 'Bob Saget']]
Predicted Ans:    Traylor Howard
Predicted Path:   Dirty Work --[directed_by]--> Bob Saget --[(INV) directed_by]--> Dirty Work --[starred_actors]--> Traylor Howard
Path (Raw):       Dirty Work --[directed_by]--> Bob Saget --[(INV) directed_by]--> Dirty Work --[starred_actors]--> Traylor Howard
Neg LogProb(↓):   0.074472
Path Entropy(↓):  0.261033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre is when the bough breaks in
Start Entity:     When the Bough Breaks
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   When the Bough Breaks --[written_by]--> Michael Cohn --[(INV) written_by]--> When the Bough Breaks --[has_genre]--> Thriller
Path (Raw):       When the Bough Breaks --[written_by]--> Michael Cohn --[(INV) written_by]--> When the Bough Breaks --[has_genre]--> Thriller
Neg LogProb(↓):   0.077129
Path Entropy(↓):  0.264445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the condemned
Start Entity:     The Condemned
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   The Condemned --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       The Condemned --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.826907
Path Entropy(↓):  3.193285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by craig monahan release
Start Entity:     Craig Monahan
Gold Answer:      [['1998', '2014']]
Predicted Ans:    2014
Predicted Path:   Craig Monahan --[(INV) directed_by]--> Healing --[release_year]--> 2014
Path (Raw):       Craig Monahan --[No Operation]--> Craig Monahan --[(INV) directed_by]--> Healing --[release_year]--> 2014
Neg LogProb(↓):   0.629677
Path Entropy(↓):  0.691224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was william zappa an actor in
Start Entity:     William Zappa
Gold Answer:      [['Zone 39']]
Predicted Ans:    Zone 39
Predicted Path:   William Zappa --[(INV) starred_actors]--> Zone 39 --[starred_actors]--> Peter Phelps --[(INV) starred_actors]--> Zone 39
Path (Raw):       William Zappa --[(INV) starred_actors]--> Zone 39 --[starred_actors]--> Peter Phelps --[(INV) starred_actors]--> Zone 39
Neg LogProb(↓):   0.525187
Path Entropy(↓):  0.810760
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie destricted
Start Entity:     Destricted
Gold Answer:      [['Marco Brambilla', 'Larry Clark', 'Gaspar Noé', 'Matthew Barney', 'Tunga', 'Cecily Brown', 'Richard Prince', 'Marilyn Minter', "Sante D'Orazio"]]
Predicted Ans:    Matthew Barney
Predicted Path:   Destricted --[directed_by]--> Richard Prince --[(INV) directed_by]--> Destricted --[directed_by]--> Matthew Barney
Path (Raw):       Destricted --[directed_by]--> Richard Prince --[(INV) directed_by]--> Destricted --[directed_by]--> Matthew Barney
Neg LogProb(↓):   1.039824
Path Entropy(↓):  1.970069
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did michelangelo antonioni direct
Start Entity:     Michelangelo Antonioni
Gold Answer:      [['The Passenger', 'Identification of a Woman', 'Story of a Love Affair', 'La Notte', "L'Avventura", 'Red Desert', 'Eros', 'Beyond the Clouds', "L'Eclisse", 'Zabriskie Point', 'Il Grido']]
Predicted Ans:    Identification of a Woman
Predicted Path:   Michelangelo Antonioni --[(INV) directed_by]--> Identification of a Woman --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Identification of a Woman
Path (Raw):       Michelangelo Antonioni --[(INV) directed_by]--> Identification of a Woman --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Identification of a Woman
Neg LogProb(↓):   1.789189
Path Entropy(↓):  2.456837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by olli saarela were written by who
Start Entity:     Olli Saarela
Gold Answer:      [['Antti Tuuri']]
Predicted Ans:    Antti Tuuri
Predicted Path:   Olli Saarela --[(INV) directed_by]--> Ambush --[written_by]--> Antti Tuuri
Path (Raw):       Olli Saarela --[No Operation]--> Olli Saarela --[(INV) directed_by]--> Ambush --[written_by]--> Antti Tuuri
Neg LogProb(↓):   0.071603
Path Entropy(↓):  0.272425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of waking life
Start Entity:     Waking Life
Gold Answer:      [['Dazed and Confused', 'Before Sunrise', 'Bad News Bears', 'Boyhood', "It's Impossible to Learn to Plow by Reading Books", 'Before Sunset', 'School of Rock', 'Me and Orson Welles', 'SubUrbia', 'Slacker', 'Before Midnight', 'Fast Food Nation', 'Tape', 'A Scanner Darkly', 'Bernie']]
Predicted Ans:    Bernie
Predicted Path:   Waking Life --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie
Path (Raw):       Waking Life --[No Operation]--> Waking Life --[directed_by]--> Richard Linklater --[(INV) directed_by]--> Bernie
Neg LogProb(↓):   0.969795
Path Entropy(↓):  1.732144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in ankur
Start Entity:     Ankur
Gold Answer:      [['1992', '2007']]
Predicted Ans:    1992
Predicted Path:   Ankur --[starred_actors]--> Shabana Azmi --[(INV) starred_actors]--> City of Joy --[release_year]--> 1992
Path (Raw):       Ankur --[starred_actors]--> Shabana Azmi --[(INV) starred_actors]--> City of Joy --[release_year]--> 1992
Neg LogProb(↓):   0.323250
Path Entropy(↓):  0.671839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of antonia's line
Start Entity:     Antonia's Line
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> A Question of Silence --[has_genre]--> Drama
Path (Raw):       Antonia's Line --[written_by]--> Marleen Gorris --[(INV) written_by]--> A Question of Silence --[has_genre]--> Drama
Neg LogProb(↓):   0.708487
Path Entropy(↓):  0.693031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film orgazmo starred which actors
Start Entity:     Orgazmo
Gold Answer:      [['Trey Parker']]
Predicted Ans:    Yasmine Bleeth
Predicted Path:   Orgazmo --[starred_actors]--> Trey Parker --[(INV) starred_actors]--> BASEketball --[starred_actors]--> Yasmine Bleeth
Path (Raw):       Orgazmo --[starred_actors]--> Trey Parker --[(INV) starred_actors]--> BASEketball --[starred_actors]--> Yasmine Bleeth
Neg LogProb(↓):   0.646247
Path Entropy(↓):  0.944259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie day for night were in which genres
Start Entity:     Day for Night
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Day for Night --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> End of the Game --[has_genre]--> Crime
Path (Raw):       Day for Night --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> End of the Game --[has_genre]--> Crime
Neg LogProb(↓):   0.498565
Path Entropy(↓):  0.797076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed american pie
Start Entity:     American Pie
Gold Answer:      [['Chris Weitz']]
Predicted Ans:    Chris Weitz
Predicted Path:   American Pie --[directed_by]--> Chris Weitz --[(INV) directed_by]--> American Pie --[directed_by]--> Chris Weitz
Path (Raw):       American Pie --[directed_by]--> Chris Weitz --[(INV) directed_by]--> American Pie --[directed_by]--> Chris Weitz
Neg LogProb(↓):   0.000486
Path Entropy(↓):  0.004378
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the frozen ghost are written by who
Start Entity:     The Frozen Ghost
Gold Answer:      [['Arthur Conan Doyle', 'Edgar Rice Burroughs', 'Curt Siodmak']]
Predicted Ans:    Curt Siodmak
Predicted Path:   The Frozen Ghost --[starred_actors]--> Evelyn Ankers --[(INV) starred_actors]--> Tarzan's Magic Fountain --[written_by]--> Curt Siodmak
Path (Raw):       The Frozen Ghost --[starred_actors]--> Evelyn Ankers --[(INV) starred_actors]--> Tarzan's Magic Fountain --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.007089
Path Entropy(↓):  0.044206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of pay it forward also directed which movies
Start Entity:     Pay It Forward
Gold Answer:      [['Deep Impact', 'Thick as Thieves', 'The Peacemaker']]
Predicted Ans:    Thick as Thieves
Predicted Path:   Pay It Forward --[directed_by]--> Mimi Leder --[(INV) directed_by]--> Thick as Thieves
Path (Raw):       Pay It Forward --[directed_by]--> Mimi Leder --[(INV) directed_by]--> Thick as Thieves --[No Operation]--> Thick as Thieves
Neg LogProb(↓):   0.016549
Path Entropy(↓):  0.097788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did mary tyler moore star in
Start Entity:     Mary Tyler Moore
Gold Answer:      [['Flirting with Disaster', 'Change of Habit', 'Ordinary People', 'Six Weeks', 'Just Between Friends']]
Predicted Ans:    Clambake
Predicted Path:   Mary Tyler Moore --[(INV) starred_actors]--> Change of Habit --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake
Path (Raw):       Mary Tyler Moore --[(INV) starred_actors]--> Change of Habit --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake
Neg LogProb(↓):   0.885441
Path Entropy(↓):  2.375911
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by white chicks actors release
Start Entity:     White Chicks
Gold Answer:      [['1998', '2000', '2004', '1996', '2014', '1955', '2013']]
Predicted Ans:    1996
Predicted Path:   White Chicks --[starred_actors]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[release_year]--> 1996
Path (Raw):       White Chicks --[starred_actors]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[release_year]--> 1996
Neg LogProb(↓):   0.545439
Path Entropy(↓):  1.132332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed gypsy 83
Start Entity:     Gypsy 83
Gold Answer:      [['Todd Stephens']]
Predicted Ans:    Todd Stephens
Predicted Path:   Gypsy 83 --[directed_by]--> Todd Stephens --[(INV) directed_by]--> Another Gay Movie --[directed_by]--> Todd Stephens
Path (Raw):       Gypsy 83 --[directed_by]--> Todd Stephens --[(INV) directed_by]--> Another Gay Movie --[directed_by]--> Todd Stephens
Neg LogProb(↓):   0.037236
Path Entropy(↓):  0.156826
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the producers director
Start Entity:     The Producers
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Producers --[directed_by]--> Mel Brooks --[(INV) directed_by]--> Life Stinks --[has_genre]--> Comedy
Path (Raw):       The Producers --[directed_by]--> Mel Brooks --[(INV) directed_by]--> Life Stinks --[has_genre]--> Comedy
Neg LogProb(↓):   0.827391
Path Entropy(↓):  1.336690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with at five in the afternoon fall under
Start Entity:     At Five in the Afternoon
Gold Answer:      [['War', 'Music']]
Predicted Ans:    Music
Predicted Path:   At Five in the Afternoon --[written_by]--> Samira Makhmalbaf --[(INV) written_by]--> The Apple --[has_genre]--> Music
Path (Raw):       At Five in the Afternoon --[written_by]--> Samira Makhmalbaf --[(INV) written_by]--> The Apple --[has_genre]--> Music
Neg LogProb(↓):   0.013941
Path Entropy(↓):  0.073122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed romance
Start Entity:     Romance
Gold Answer:      [['Thriller', 'Horror', 'Fantasy', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Romance --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Bluebeard --[has_genre]--> Horror
Path (Raw):       Romance --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Bluebeard --[has_genre]--> Horror
Neg LogProb(↓):   0.585996
Path Entropy(↓):  0.748335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the pride of the yankees released
Start Entity:     The Pride of the Yankees
Gold Answer:      [['1942']]
Predicted Ans:    1942
Predicted Path:   The Pride of the Yankees --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Path (Raw):       The Pride of the Yankees --[release_year]--> 1942 --[(INV) release_year]--> Miss Annie Rooney --[release_year]--> 1942
Neg LogProb(↓):   2.744685
Path Entropy(↓):  3.747819
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of alter egos
Start Entity:     Alter Egos
Gold Answer:      [['2009']]
Predicted Ans:    2012
Predicted Path:   Alter Egos --[written_by]--> Jordan Galland --[(INV) written_by]--> Alter Egos --[release_year]--> 2012
Path (Raw):       Alter Egos --[written_by]--> Jordan Galland --[(INV) written_by]--> Alter Egos --[release_year]--> 2012
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote cyclo
Start Entity:     Cyclo
Gold Answer:      [['Tran Anh Hung']]
Predicted Ans:    Tran Anh Hung
Predicted Path:   Cyclo --[written_by]--> Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung
Path (Raw):       Cyclo --[written_by]--> Tran Anh Hung --[(INV) written_by]--> Norwegian Wood --[written_by]--> Tran Anh Hung
Neg LogProb(↓):   0.000220
Path Entropy(↓):  0.002162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the whole nine yards released
Start Entity:     The Whole Nine Yards
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Whole Nine Yards --[release_year]--> 2000 --[(INV) release_year]--> Born Romantic --[release_year]--> 2000
Path (Raw):       The Whole Nine Yards --[release_year]--> 2000 --[(INV) release_year]--> Born Romantic --[release_year]--> 2000
Neg LogProb(↓):   2.620412
Path Entropy(↓):  3.829252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed ship of fools
Start Entity:     Ship of Fools
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Ship of Fools --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Ship of Fools --[has_genre]--> Drama
Path (Raw):       Ship of Fools --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Ship of Fools --[has_genre]--> Drama
Neg LogProb(↓):   0.934742
Path Entropy(↓):  1.331800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film wonder man are written by who
Start Entity:     Wonder Man
Gold Answer:      [['Waldo Salt', 'John Twist', 'Henry Ephron', 'James Thurber', 'Edmund H. North', 'Norman Panama', 'John D. Klorer', 'Billy Wilder', 'Melville Shavelson', 'Red Nichols', 'Jack Rose', 'Rudolph Lothar', 'Hans Adler', 'Ken Englund', 'Franz Werfel', 'Everett Freeman', 'Melvin Frank', 'Valentine Davies', 'Sy Bartlett', 'Ivan Goff', 'Ben Roberts', 'Virginia Kellogg']]
Predicted Ans:    Melville Shavelson
Predicted Path:   Wonder Man --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[written_by]--> Melville Shavelson
Path (Raw):       Wonder Man --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[written_by]--> Melville Shavelson
Neg LogProb(↓):   0.081931
Path Entropy(↓):  0.341456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by alfre woodard
Start Entity:     Alfre Woodard
Gold Answer:      [['Drama', 'Sport', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Alfre Woodard --[(INV) starred_actors]--> Down in the Delta --[has_genre]--> Drama
Path (Raw):       Alfre Woodard --[No Operation]--> Alfre Woodard --[(INV) starred_actors]--> Down in the Delta --[has_genre]--> Drama
Neg LogProb(↓):   0.021292
Path Entropy(↓):  0.114715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie 10 mph
Start Entity:     10 MPH
Gold Answer:      [['Hunter Weeks']]
Predicted Ans:    Hunter Weeks
Predicted Path:   10 MPH --[written_by]--> Hunter Weeks --[(INV) written_by]--> 10 MPH --[written_by]--> Hunter Weeks
Path (Raw):       10 MPH --[written_by]--> Hunter Weeks --[(INV) written_by]--> 10 MPH --[written_by]--> Hunter Weeks
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by dick rude were directed by who
Start Entity:     Dick Rude
Gold Answer:      [['Alex Cox']]
Predicted Ans:    Alex Cox
Predicted Path:   Dick Rude --[(INV) starred_actors]--> Straight to Hell --[directed_by]--> Alex Cox
Path (Raw):       Dick Rude --[No Operation]--> Dick Rude --[(INV) starred_actors]--> Straight to Hell --[directed_by]--> Alex Cox
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of peter de vries
Start Entity:     Peter De Vries
Gold Answer:      [['Herman Shumlin', 'Joseph Fields', 'Julius J. Epstein']]
Predicted Ans:    Julius J. Epstein
Predicted Path:   Peter De Vries --[(INV) written_by]--> Pete 'n' Tillie --[written_by]--> Julius J. Epstein
Path (Raw):       Peter De Vries --[No Operation]--> Peter De Vries --[(INV) written_by]--> Pete 'n' Tillie --[written_by]--> Julius J. Epstein
Neg LogProb(↓):   0.123615
Path Entropy(↓):  0.381269
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of i wanna hold your hand
Start Entity:     I Wanna Hold Your Hand
Gold Answer:      [['Death Becomes Her', 'Back to the Future', 'Forrest Gump', 'Back to the Future Part II', 'Back to the Future Part III', 'What Lies Beneath', 'Flight', 'Romancing the Stone', 'A Christmas Carol', 'Contact', 'Used Cars', 'The Polar Express', 'Cast Away', 'Who Framed Roger Rabbit', 'Beowulf']]
Predicted Ans:    Beowulf
Predicted Path:   I Wanna Hold Your Hand --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf
Path (Raw):       I Wanna Hold Your Hand --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[No Operation]--> Beowulf
Neg LogProb(↓):   0.136066
Path Entropy(↓):  0.577725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by marion cotillard were released in which years
Start Entity:     Marion Cotillard
Gold Answer:      [['2000', '2009', '2010', '2004', '2014', '2012', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Marion Cotillard --[(INV) starred_actors]--> Little White Lies --[release_year]--> 2010
Path (Raw):       Marion Cotillard --[No Operation]--> Marion Cotillard --[(INV) starred_actors]--> Little White Lies --[release_year]--> 2010
Neg LogProb(↓):   0.482905
Path Entropy(↓):  1.204644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jack couffer were released in which years
Start Entity:     Jack Couffer
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Jack Couffer --[(INV) directed_by]--> Living Free --[release_year]--> 1972
Path (Raw):       Jack Couffer --[No Operation]--> Jack Couffer --[(INV) directed_by]--> Living Free --[release_year]--> 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by ashley greene released
Start Entity:     Ashley Greene
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Ashley Greene --[(INV) starred_actors]--> The Apparition --[release_year]--> 2012
Path (Raw):       Ashley Greene --[No Operation]--> Ashley Greene --[(INV) starred_actors]--> The Apparition --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by ali abbas zafar
Start Entity:     Ali Abbas Zafar
Gold Answer:      [['Priyanka Chopra', 'Ranveer Singh', 'Arjun Kapoor', 'Irrfan Khan']]
Predicted Ans:    Priyanka Chopra
Predicted Path:   Ali Abbas Zafar --[(INV) written_by]--> Gunday --[starred_actors]--> Priyanka Chopra
Path (Raw):       Ali Abbas Zafar --[No Operation]--> Ali Abbas Zafar --[(INV) written_by]--> Gunday --[starred_actors]--> Priyanka Chopra
Neg LogProb(↓):   0.111939
Path Entropy(↓):  0.344157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film down with love was directed by who
Start Entity:     Down with Love
Gold Answer:      [['Peyton Reed']]
Predicted Ans:    Peyton Reed
Predicted Path:   Down with Love --[directed_by]--> Peyton Reed --[(INV) directed_by]--> Down with Love --[directed_by]--> Peyton Reed
Path (Raw):       Down with Love --[directed_by]--> Peyton Reed --[(INV) directed_by]--> Down with Love --[directed_by]--> Peyton Reed
Neg LogProb(↓):   1.000007
Path Entropy(↓):  1.212113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by john abraham
Start Entity:     John Abraham
Gold Answer:      [['Hindi', 'Urdu']]
Predicted Ans:    Hindi
Predicted Path:   John Abraham --[(INV) starred_actors]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       John Abraham --[No Operation]--> John Abraham --[(INV) starred_actors]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie la bete humaine
Start Entity:     La Bête Humaine
Gold Answer:      [['Émile Zola', 'Jean Renoir']]
Predicted Ans:    Émile Zola
Predicted Path:   La Bête Humaine --[written_by]--> Émile Zola --[(INV) written_by]--> Gervaise --[written_by]--> Émile Zola
Path (Raw):       La Bête Humaine --[written_by]--> Émile Zola --[(INV) written_by]--> Gervaise --[written_by]--> Émile Zola
Neg LogProb(↓):   0.057838
Path Entropy(↓):  0.216810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for an ideal husband
Start Entity:     An Ideal Husband
Gold Answer:      [['Oscar Wilde']]
Predicted Ans:    Oliver Parker
Predicted Path:   An Ideal Husband --[written_by]--> Oliver Parker --[(INV) written_by]--> Fade to Black --[written_by]--> Oliver Parker
Path (Raw):       An Ideal Husband --[written_by]--> Oliver Parker --[(INV) written_by]--> Fade to Black --[written_by]--> Oliver Parker
Neg LogProb(↓):   0.162175
Path Entropy(↓):  0.597965
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of to kill a mockingbird also starred in which films
Start Entity:     To Kill a Mockingbird
Gold Answer:      [['MacArthur', 'The Snows of Kilimanjaro', 'David and Bathsheba', 'The Great Sinner', 'Spellbound', 'The Purple Plain', "Twelve O'Clock High", "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', 'The Man in the Gray Flannel Suit', 'Days of Glory', 'The Guns of Navarone', 'The Scarlet and the Black', "Other People's Money", 'Designing Woman', 'Arabesque', 'Captain Horatio Hornblower R.N.', 'The Yearling', 'Captain Newman, M.D.', 'Marooned', 'On the Beach', 'The Bravados', 'The Boys from Brazil', 'Old Gringo', 'The Paradine Case', 'Cape Fear', 'Night People', 'The Keys of the Kingdom', 'Amazing Grace and Chuck', 'Mirage', 'Pork Chop Hill', 'Behold a Pale Horse', 'The Valley of Decision', 'I Walk the Line', 'The Sea Wolves', 'The Gunfighter', 'Duel in the Sun', 'The Big Country', "Mackenna's Gold", 'The Omen', 'Moby Dick']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   To Kill a Mockingbird --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Path (Raw):       To Kill a Mockingbird --[starred_actors]--> Gregory Peck --[No Operation]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Neg LogProb(↓):   1.172100
Path Entropy(↓):  2.660518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed like crazy
Start Entity:     Like Crazy
Gold Answer:      [['Drake Doremus']]
Predicted Ans:    Drake Doremus
Predicted Path:   Like Crazy --[directed_by]--> Drake Doremus --[(INV) directed_by]--> Breathe In --[directed_by]--> Drake Doremus
Path (Raw):       Like Crazy --[directed_by]--> Drake Doremus --[(INV) directed_by]--> Breathe In --[directed_by]--> Drake Doremus
Neg LogProb(↓):   0.213730
Path Entropy(↓):  0.489733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by jutta hoffmann in
Start Entity:     Jutta Hoffmann
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Jutta Hoffmann --[(INV) starred_actors]--> Bandits --[in_language]--> German
Path (Raw):       Jutta Hoffmann --[No Operation]--> Jutta Hoffmann --[(INV) starred_actors]--> Bandits --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of cinema paradiso
Start Entity:     Cinema Paradiso
Gold Answer:      [['The Legend of 1900', 'The Star Maker', 'A Pure Formality', "Everybody's Fine", 'The Unknown Woman', 'The Best Offer', 'Baarìa', 'Malèna']]
Predicted Ans:    A Pure Formality
Predicted Path:   Cinema Paradiso --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> A Pure Formality
Path (Raw):       Cinema Paradiso --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> A Pure Formality --[No Operation]--> A Pure Formality
Neg LogProb(↓):   0.475948
Path Entropy(↓):  1.260906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in clockers also appears in which films
Start Entity:     Clockers
Gold Answer:      [["Hell's Kitchen", 'Cop Land', 'Heist', 'A Life Less Ordinary', 'O', 'I Still Know What You Did Last Summer', 'Imaginary Crimes', 'Taking Sides', 'Reservoir Dogs', 'City of Industry', 'Crooklyn', 'Men of Respect', 'The Two Jakes', 'Mean Streets', 'Domino', 'Bad Timing', 'Dangerous Game', 'The One', 'Lulu on the Bridge', 'Head Above Water', 'Bugsy', "Who's That Knocking at My Door", '8 Mile', 'The Piano', 'Wise Guys', 'The Last Temptation of Christ', 'High School High', 'U-571', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Fading Gigolo', 'Saturn 3', 'Puff, Puff, Pass', 'Exposed', 'Paid in Full', "Miller's Crossing", 'Honey', 'Secret Window', 'Shadows in the Sun', 'Uninvited Guest', 'Red Dragon', 'Bad Lieutenant', 'Crime Spree', 'Rising Sun', 'The Border', 'The Luzhin Defence', 'Brain Donors', 'O Brother, Where Art Thou?', "A Beginner's Guide to Endings", 'The January Man', 'Smoke', 'Wrong Turn at Tahoe', 'Blue Collar', 'Barton Fink', 'Five Corners', 'Mr. Deeds', 'Quiz Show']]
Predicted Ans:    Exposed
Predicted Path:   Clockers --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed
Path (Raw):       Clockers --[starred_actors]--> Harvey Keitel --[No Operation]--> Harvey Keitel --[(INV) starred_actors]--> Exposed
Neg LogProb(↓):   0.105768
Path Entropy(↓):  0.529299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of escape from new york
Start Entity:     Escape from New York
Gold Answer:      [['The Thing', 'In the Mouth of Madness', 'Village of the Damned', 'Big Trouble in Little China', 'Prince of Darkness', 'They Live', 'Body Bags', 'Halloween', 'Assault on Precinct 13', 'Vampires', 'Dark Star', 'The Ward', 'Escape from L.A.', "Someone's Watching Me!", 'Starman', 'The Fog', 'Elvis', 'Christine', 'Ghosts of Mars', 'Memoirs of an Invisible Man']]
Predicted Ans:    Escape from New York
Predicted Path:   Escape from New York --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York
Path (Raw):       Escape from New York --[No Operation]--> Escape from New York --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York
Neg LogProb(↓):   0.617478
Path Entropy(↓):  1.601015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films for the writer of the flintstones
Start Entity:     The Flintstones
Gold Answer:      [['Walter Hill', 'Anthony Hickox', 'Steven E. de Souza', 'John McTiernan', 'Renny Harlin']]
Predicted Ans:    Anthony Hickox
Predicted Path:   The Flintstones --[written_by]--> Steven E. de Souza --[(INV) written_by]--> Blast --[directed_by]--> Anthony Hickox
Path (Raw):       The Flintstones --[written_by]--> Steven E. de Souza --[(INV) written_by]--> Blast --[directed_by]--> Anthony Hickox
Neg LogProb(↓):   0.428404
Path Entropy(↓):  1.045765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of black cat, white cat
Start Entity:     Black Cat, White Cat
Gold Answer:      [['Emir Kusturica']]
Predicted Ans:    Emir Kusturica
Predicted Path:   Black Cat, White Cat --[written_by]--> Emir Kusturica --[(INV) written_by]--> Arizona Dream --[written_by]--> Emir Kusturica
Path (Raw):       Black Cat, White Cat --[written_by]--> Emir Kusturica --[(INV) written_by]--> Arizona Dream --[written_by]--> Emir Kusturica
Neg LogProb(↓):   0.261250
Path Entropy(↓):  0.775492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film nancy goes to rio
Start Entity:     Nancy Goes to Rio
Gold Answer:      [['László Kardos', 'Norman Taurog', 'Tay Garnett', 'Richard Thorpe', 'Irving Cummings', 'Roy Del Ruth', 'Busby Berkeley', 'Walter Lang', 'Ranald MacDougall', 'Mario Bava', 'Samuel Fuller', 'Stanley Donen', 'John Berry', 'Lindsay Anderson', 'John Sturges', 'Delbert Mann', 'Lloyd Bacon', 'Norman Z. McLeod', 'Joseph L. Mankiewicz']]
Predicted Ans:    Norman Taurog
Predicted Path:   Nancy Goes to Rio --[starred_actors]--> Jane Powell --[(INV) starred_actors]--> Rich, Young and Pretty --[directed_by]--> Norman Taurog
Path (Raw):       Nancy Goes to Rio --[starred_actors]--> Jane Powell --[(INV) starred_actors]--> Rich, Young and Pretty --[directed_by]--> Norman Taurog
Neg LogProb(↓):   0.992007
Path Entropy(↓):  2.187866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by melora walters
Start Entity:     Melora Walters
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Melora Walters --[(INV) starred_actors]--> Hurt --[has_genre]--> Drama
Path (Raw):       Melora Walters --[No Operation]--> Melora Walters --[(INV) starred_actors]--> Hurt --[has_genre]--> Drama
Neg LogProb(↓):   0.464925
Path Entropy(↓):  0.892242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by sidney sheldon
Start Entity:     Sidney Sheldon
Gold Answer:      [['Carmen Miranda', 'Jane Powell', 'Cary Grant', 'Walter Pidgeon', 'Danielle Darrieux', 'Myrna Loy', 'Elliott Gould', 'Shirley Temple', 'Doris Day', 'John Beck', 'Roger Moore', 'Jimmy Durante', 'Wendell Corey', 'Vic Damone', 'Stephen Boyd', 'Rod Steiger', 'Martha Raye', 'Betta St. John', 'Susan Sarandon', 'Barry Sullivan', 'Betty Hutton', 'Ann Sothern', 'Deborah Kerr']]
Predicted Ans:    Cary Grant
Predicted Path:   Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer --[starred_actors]--> Cary Grant
Path (Raw):       Sidney Sheldon --[No Operation]--> Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.142177
Path Entropy(↓):  0.477593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by brian goodman
Start Entity:     Brian Goodman
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Brian Goodman --[(INV) directed_by]--> What Doesn't Kill You --[has_genre]--> Drama
Path (Raw):       Brian Goodman --[No Operation]--> Brian Goodman --[(INV) directed_by]--> What Doesn't Kill You --[has_genre]--> Drama
Neg LogProb(↓):   0.006484
Path Entropy(↓):  0.039027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of northern lights
Start Entity:     Northern Lights
Gold Answer:      [['Martha Coolidge', 'Fred Zinnemann', 'David Carson', 'Peter Markle', 'Stephen Tolkin', 'Ralph Hemecker', 'Mike Robe', 'Bob Clark']]
Predicted Ans:    Fred Zinnemann
Predicted Path:   Northern Lights --[written_by]--> Nora Roberts --[(INV) written_by]--> High Noon --[directed_by]--> Fred Zinnemann
Path (Raw):       Northern Lights --[written_by]--> Nora Roberts --[(INV) written_by]--> High Noon --[directed_by]--> Fred Zinnemann
Neg LogProb(↓):   0.057791
Path Entropy(↓):  0.302471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the crossing guard
Start Entity:     The Crossing Guard
Gold Answer:      [['Pierre Morel', 'Sean Penn']]
Predicted Ans:    Sean Penn
Predicted Path:   The Crossing Guard --[written_by]--> Sean Penn --[(INV) written_by]--> The Indian Runner --[directed_by]--> Sean Penn
Path (Raw):       The Crossing Guard --[written_by]--> Sean Penn --[(INV) written_by]--> The Indian Runner --[directed_by]--> Sean Penn
Neg LogProb(↓):   0.029177
Path Entropy(↓):  0.156458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in birds of america
Start Entity:     Birds of America
Gold Answer:      [['Thriller', 'Adventure', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Birds of America --[starred_actors]--> Matthew Perry --[(INV) starred_actors]--> Birds of America --[has_genre]--> Comedy
Path (Raw):       Birds of America --[starred_actors]--> Matthew Perry --[(INV) starred_actors]--> Birds of America --[has_genre]--> Comedy
Neg LogProb(↓):   0.570853
Path Entropy(↓):  1.329667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed kids world
Start Entity:     Kids World
Gold Answer:      [['Dale G. Bradley']]
Predicted Ans:    Dale G. Bradley
Predicted Path:   Kids World --[directed_by]--> Dale G. Bradley --[(INV) directed_by]--> Kids World --[directed_by]--> Dale G. Bradley
Path (Raw):       Kids World --[directed_by]--> Dale G. Bradley --[(INV) directed_by]--> Kids World --[directed_by]--> Dale G. Bradley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by dead awake actors
Start Entity:     Dead Awake
Gold Answer:      [['Christopher Munch', 'Jesse Warren', 'Mark Gantt', 'Danny Lerner', 'Tim Blake Nelson', 'Kevin Pollak', 'Todd Field', 'David McKenna', 'Jeremy Iacone', 'Bo Dietl', 'Mike Binder', 'George Gallo', 'Mike Clattenburg', 'Zac Stanford', 'Lee Hirsch', 'Victor Salva', 'Randall Jahnson', 'Russell DeGrazier', 'Evan Oppenheimer', 'Roger Pullis', 'Jim Schutze', 'Dean R. Koontz', 'Darren Stein', 'Brian Taggert', 'Carlos Brooks', 'Christopher McQuarrie', 'Ellyn Bache', 'Deena Goldstone', 'Andrew Fleming', 'Kevin Eastman', 'Andre Dubus', 'Simon Bisley', 'Eric Talbot', 'Mark Neveldine', 'Brian Taylor', 'Gregg Araki', 'Robert Rodriguez', 'Tyler Perry', 'Tracey Hecht', 'J. Mackye Gruber', 'Eric Bress', 'Robert Rodat', 'Robert Festinger']]
Predicted Ans:    Jesse Warren
Predicted Path:   Dead Awake --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[written_by]--> Jesse Warren
Path (Raw):       Dead Awake --[starred_actors]--> Michael Ironside --[(INV) starred_actors]--> The Bannen Way --[written_by]--> Jesse Warren
Neg LogProb(↓):   0.693148
Path Entropy(↓):  0.973047
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie no such thing
Start Entity:     No Such Thing
Gold Answer:      [['hal hartley', 'sarah polley', 'iceland']]
Predicted Ans:    iceland
Predicted Path:   No Such Thing --[has_tags]--> iceland --[(INV) has_tags]--> Land Ho! --[has_tags]--> iceland
Path (Raw):       No Such Thing --[has_tags]--> iceland --[(INV) has_tags]--> Land Ho! --[has_tags]--> iceland
Neg LogProb(↓):   0.004995
Path Entropy(↓):  0.037112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by jason reitman
Start Entity:     jason reitman
Gold Answer:      [['Up in the Air', 'Young Adult', 'Labor Day', 'Thank You for Smoking', 'Juno']]
Predicted Ans:    Young Adult
Predicted Path:   jason reitman --[(INV) has_tags]--> Young Adult --[has_tags]--> diablo cody --[(INV) has_tags]--> Young Adult
Path (Raw):       jason reitman --[(INV) has_tags]--> Young Adult --[has_tags]--> diablo cody --[(INV) has_tags]--> Young Adult
Neg LogProb(↓):   0.765631
Path Entropy(↓):  0.840582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by guy green
Start Entity:     Guy Green
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Guy Green --[(INV) directed_by]--> A Patch of Blue --[has_genre]--> Drama
Path (Raw):       Guy Green --[No Operation]--> Guy Green --[(INV) directed_by]--> A Patch of Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.002091
Path Entropy(↓):  0.017056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film marjorie morningstar
Start Entity:     Marjorie Morningstar
Gold Answer:      [['W. Somerset Maugham', 'Babe Ruth', 'John Fusco', 'Stanley Mann', 'Dudley Nichols', 'John Huston', 'John R. Tunis', 'Fredric Brown', 'John Wexley', 'Luiz Bolognesi', 'Austregésilo Carrano', 'Barré Lyndon', 'Edmund H. North', 'Gavin Lambert', 'Blake Edwards', 'Ernest K. Gann', 'Fred F. Finklehoffe', 'Richard Sherman', 'Howard Emmett Rogers', 'Sid Silvers', 'Ernest Haycox', 'John Patrick', 'Max Brand', 'Nedrick Young', 'Arnold Schulman', 'Fred Coe', 'Neil H. Swanson', 'Frank Gruber', 'Helen Gurley Brown', 'Steve Fisher', 'Tennessee Williams', 'Francis Ford Coppola', 'Harold Jacob Smith', 'Jerome Lawrence', 'Betty Comden', 'Guy Trosper', 'Adolph Green', 'Arthur A. Ross', 'Alan Jay Lerner', 'William Inge', 'George MacDonald Fraser', 'Shonda Rhimes', 'David Loughery', 'Gene Kelly', 'Marc Reid Rubel', 'Richard Christian Danus', 'Raymond Chandler', 'Vera Caspary', 'Hans Habe', 'Rosamond Marshall', 'W.R. Burnett', 'Arthur Laurents', 'Jerome Robbins']]
Predicted Ans:    John Fusco
Predicted Path:   Marjorie Morningstar --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> Crossroads --[written_by]--> John Fusco
Path (Raw):       Marjorie Morningstar --[starred_actors]--> Claire Trevor --[(INV) starred_actors]--> Crossroads --[written_by]--> John Fusco
Neg LogProb(↓):   0.996087
Path Entropy(↓):  1.690230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by gerard blain
Start Entity:     Gérard Blain
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Gérard Blain --[(INV) starred_actors]--> Les Mistons --[in_language]--> French
Path (Raw):       Gérard Blain --[No Operation]--> Gérard Blain --[(INV) starred_actors]--> Les Mistons --[in_language]--> French
Neg LogProb(↓):   0.004121
Path Entropy(↓):  0.026702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by dino vindeni fall under
Start Entity:     Dino Vindeni
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Dino Vindeni --[(INV) written_by]--> Little Witches --[has_genre]--> Horror
Path (Raw):       Dino Vindeni --[No Operation]--> Dino Vindeni --[(INV) written_by]--> Little Witches --[has_genre]--> Horror
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of i see a dark stranger were directed by who
Start Entity:     I See a Dark Stranger
Gold Answer:      [['Carol Reed', 'Anthony Page', 'Frank Launder', 'Sidney Gilliat', 'Alfred Hitchcock']]
Predicted Ans:    Carol Reed
Predicted Path:   I See a Dark Stranger --[written_by]--> Frank Launder --[(INV) written_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Path (Raw):       I See a Dark Stranger --[written_by]--> Frank Launder --[(INV) written_by]--> Night Train to Munich --[directed_by]--> Carol Reed
Neg LogProb(↓):   0.049135
Path Entropy(↓):  0.255947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the hospital
Start Entity:     The Hospital
Gold Answer:      [['The Hustler', 'Islands in the Stream', 'A Christmas Carol', 'Movie Movie', 'The Hindenburg', 'The Hanging Tree', 'Tyson', "Not with My Wife, You Don't!", 'Rage', 'Hardcore', 'Inherit the Wind', 'The Changeling', 'They Might Be Giants', 'Jane Eyre', 'The Formula', 'Patton', 'The Flim-Flam Man', 'The Day of the Dolphin', 'Taps', 'Petulia', 'The Exorcist III', 'The New Centurions', 'Oklahoma Crude', 'The Last Run', 'Oliver Twist']]
Predicted Ans:    Jane Eyre
Predicted Path:   The Hospital --[starred_actors]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre
Path (Raw):       The Hospital --[starred_actors]--> George C. Scott --[No Operation]--> George C. Scott --[(INV) starred_actors]--> Jane Eyre
Neg LogProb(↓):   1.020037
Path Entropy(↓):  2.457106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of man - proof
Start Entity:     Man-Proof
Gold Answer:      [['Night Must Fall', 'The Prisoner of Zenda', 'A Date with Judy', 'Knights of the Round Table', 'The Thin Man Goes Home', 'Three Little Words', 'Challenge to Lassie', 'Her Highness and the Bellboy', 'The Great Caruso', 'Barnacle Bill', 'Carbine Williams', 'The Prodigal', 'Ivanhoe', 'Double Wedding', 'All the Brothers Were Valiant', 'How the West Was Won', 'Malaya', 'Jailhouse Rock', 'Above Suspicion', 'Black Hand']]
Predicted Ans:    All the Brothers Were Valiant
Predicted Path:   Man-Proof --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant
Path (Raw):       Man-Proof --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[No Operation]--> All the Brothers Were Valiant
Neg LogProb(↓):   1.205126
Path Entropy(↓):  2.119817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is zombie honeymoon
Start Entity:     Zombie Honeymoon
Gold Answer:      [['Horror', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   Zombie Honeymoon --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Zombie Honeymoon --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.284218
Path Entropy(↓):  3.802447
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does amanda wyss act in
Start Entity:     Amanda Wyss
Gold Answer:      [['A Nightmare on Elm Street', 'Powwow Highway']]
Predicted Ans:    Powwow Highway
Predicted Path:   Amanda Wyss --[(INV) starred_actors]--> Powwow Highway --[starred_actors]--> A Martinez --[(INV) starred_actors]--> Powwow Highway
Path (Raw):       Amanda Wyss --[(INV) starred_actors]--> Powwow Highway --[starred_actors]--> A Martinez --[(INV) starred_actors]--> Powwow Highway
Neg LogProb(↓):   0.014000
Path Entropy(↓):  0.074342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the sting ii actors
Start Entity:     The Sting II
Gold Answer:      [['Ronald Neame', 'Derek Jarman', 'Delmer Daves', 'Ted Kotcheff', 'Marlon Brando', 'John Erman', 'Woody Allen', 'Richard Quine', 'Paul Henreid', 'Richard Donner', 'Roy Del Ruth', 'Gregg Champion', 'Henry Hathaway', 'Otto Preminger', 'Joe Pytka', 'King Vidor', 'Karl Malden', 'Franklin J. Schaffner', 'Martin Ritt', 'Silvio Narizzano', 'Howard Morris', 'Robert Rossen', 'Francis Ford Coppola', 'Carroll Ballard', 'Elia Kazan', 'Steven Spielberg', 'Robert Mulligan', 'Francis Veber', 'Peter Masterson', 'Glenn Jordan', 'Alfred Hitchcock', 'Garry Marshall', 'Hal Needham', 'Gene Kelly', 'Sydney Pollack', 'Carl Reiner', 'Richard Brooks', 'Ralph Nelson', 'David Swift', 'Stan Dragoti', 'Mike Figgis']]
Predicted Ans:    Robert Rossen
Predicted Path:   The Sting II --[starred_actors]--> Jackie Gleason --[(INV) starred_actors]--> The Hustler --[directed_by]--> Robert Rossen
Path (Raw):       The Sting II --[starred_actors]--> Jackie Gleason --[(INV) starred_actors]--> The Hustler --[directed_by]--> Robert Rossen
Neg LogProb(↓):   0.593753
Path Entropy(↓):  1.021229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of unfinished sky is also the director of which movies
Start Entity:     Unfinished Sky
Gold Answer:      [['A Little Bit of Soul']]
Predicted Ans:    A Little Bit of Soul
Predicted Path:   Unfinished Sky --[directed_by]--> Peter Duncan --[(INV) directed_by]--> A Little Bit of Soul
Path (Raw):       Unfinished Sky --[directed_by]--> Peter Duncan --[(INV) directed_by]--> A Little Bit of Soul --[No Operation]--> A Little Bit of Soul
Neg LogProb(↓):   0.489611
Path Entropy(↓):  0.667492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie tracker
Start Entity:     Tracker
Gold Answer:      [['Lee Tamahori', 'Liliana Cavani', 'Jonathan Glazer', 'Darren Aronofsky', 'Richard Hawkins', 'Nick Love', 'Gary Oldman', 'Antonia Bird', 'Vincent Ward', 'Malcolm Venville']]
Predicted Ans:    Liliana Cavani
Predicted Path:   Tracker --[starred_actors]--> Ray Winstone --[(INV) starred_actors]--> Ripley's Game --[directed_by]--> Liliana Cavani
Path (Raw):       Tracker --[starred_actors]--> Ray Winstone --[(INV) starred_actors]--> Ripley's Game --[directed_by]--> Liliana Cavani
Neg LogProb(↓):   0.076828
Path Entropy(↓):  0.362537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of cuba
Start Entity:     Cuba
Gold Answer:      [['David Loughery', 'Lawrence B. Marcus', 'John Haase', 'Burt Shevelove', 'Melvin Frank', 'Leonard Wibberley', 'Larry Gelbart', 'Patrick Ryan', 'James Goldman', 'Alun Owen', 'George MacDonald Fraser', 'Terrence McNally', 'Michael Pertwee']]
Predicted Ans:    Larry Gelbart
Predicted Path:   Cuba --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Path (Raw):       Cuba --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.760524
Path Entropy(↓):  1.315428
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did paco roca write
Start Entity:     Paco Roca
Gold Answer:      [['Wrinkles']]
Predicted Ans:    Wrinkles
Predicted Path:   Paco Roca --[(INV) written_by]--> Wrinkles --[written_by]--> Paco Roca --[(INV) written_by]--> Wrinkles
Path (Raw):       Paco Roca --[(INV) written_by]--> Wrinkles --[written_by]--> Paco Roca --[(INV) written_by]--> Wrinkles
Neg LogProb(↓):   0.008553
Path Entropy(↓):  0.049069
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with killer joe fall under
Start Entity:     Killer Joe
Gold Answer:      [['Family', 'Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Killer Joe --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Path (Raw):       Killer Joe --[starred_actors]--> Matthew McConaughey --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.001457
Path Entropy(↓):  0.013661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the world is not enough were released in which years
Start Entity:     The World Is Not Enough
Gold Answer:      [['1983', '1988', '1980', '2001', '2012', '1992', '1991', '2006', '1985', '1994', '2002', '1979', '1987', '1981', '1974', '2007']]
Predicted Ans:    1992
Predicted Path:   The World Is Not Enough --[directed_by]--> Michael Apted --[(INV) directed_by]--> Thunderheart --[release_year]--> 1992
Path (Raw):       The World Is Not Enough --[directed_by]--> Michael Apted --[(INV) directed_by]--> Thunderheart --[release_year]--> 1992
Neg LogProb(↓):   1.179736
Path Entropy(↓):  1.257546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the sniper screenwriters
Start Entity:     The Sniper
Gold Answer:      [['Western', 'Drama', 'War', 'Adventure', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Sniper --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[has_genre]--> Western
Path (Raw):       The Sniper --[written_by]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[has_genre]--> Western
Neg LogProb(↓):   0.035673
Path Entropy(↓):  0.168153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter abel ferrara
Start Entity:     Abel Ferrara
Gold Answer:      [['Christopher Walken', 'Matthew Modine', 'Asia Argento', 'Willem Dafoe', 'Juliette Binoche', 'Forest Whitaker', 'Bob Hoskins', 'Harvey Keitel', 'Heather Graham']]
Predicted Ans:    Willem Dafoe
Predicted Path:   Abel Ferrara --[(INV) written_by]--> Go Go Tales --[starred_actors]--> Willem Dafoe
Path (Raw):       Abel Ferrara --[No Operation]--> Abel Ferrara --[(INV) written_by]--> Go Go Tales --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   0.342616
Path Entropy(↓):  1.031558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in little caesar
Start Entity:     Little Caesar
Gold Answer:      [['Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Little Caesar --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[in_language]--> German
Path (Raw):       Little Caesar --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Confessions of a Nazi Spy --[in_language]--> German
Neg LogProb(↓):   0.000482
Path Entropy(↓):  0.004606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote sade
Start Entity:     Sade
Gold Answer:      [['2014']]
Predicted Ans:    2000
Predicted Path:   Sade --[written_by]--> Jacques Fieschi --[(INV) written_by]--> Sade --[release_year]--> 2000
Path (Raw):       Sade --[written_by]--> Jacques Fieschi --[(INV) written_by]--> Sade --[release_year]--> 2000
Neg LogProb(↓):   0.140683
Path Entropy(↓):  0.391100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by armando de razza were written by who
Start Entity:     Armando De Razza
Gold Answer:      [['Álex de la Iglesia']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   Armando De Razza --[(INV) starred_actors]--> The Day of the Beast --[written_by]--> Álex de la Iglesia
Path (Raw):       Armando De Razza --[No Operation]--> Armando De Razza --[(INV) starred_actors]--> The Day of the Beast --[written_by]--> Álex de la Iglesia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film lost boundaries are written by who
Start Entity:     Lost Boundaries
Gold Answer:      [['Giulio Paradisi', 'Ovidio G. Assonitis', 'Paul Gallico', 'Helen Deutsch', 'George Froeschel', 'Thomas McCarthy', 'Jan Lustig', 'Noel Langley', 'Thomas Malory', 'King Vidor', 'Ernest Hemingway', 'Rafael Sabatini', 'Talbot Jennings', 'Ronald Millar', 'Leo Tolstoy', 'Peter Viertel']]
Predicted Ans:    Leo Tolstoy
Predicted Path:   Lost Boundaries --[starred_actors]--> Mel Ferrer --[(INV) starred_actors]--> War and Peace --[written_by]--> Leo Tolstoy
Path (Raw):       Lost Boundaries --[starred_actors]--> Mel Ferrer --[(INV) starred_actors]--> War and Peace --[written_by]--> Leo Tolstoy
Neg LogProb(↓):   0.902367
Path Entropy(↓):  1.212167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for 3 needles
Start Entity:     3 Needles
Gold Answer:      [['Thom Fitzgerald']]
Predicted Ans:    Thom Fitzgerald
Predicted Path:   3 Needles --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> 3 Needles --[directed_by]--> Thom Fitzgerald
Path (Raw):       3 Needles --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> 3 Needles --[directed_by]--> Thom Fitzgerald
Neg LogProb(↓):   0.010423
Path Entropy(↓):  0.063034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is godzilla vs. gigan about
Start Entity:     Godzilla vs. Gigan
Gold Answer:      [['toho', 'king ghidorah', 'gigan', 'kaiju', 'godzilla']]
Predicted Ans:    gigan
Predicted Path:   Godzilla vs. Gigan --[has_tags]--> gigan --[(INV) has_tags]--> Godzilla vs. Gigan --[has_tags]--> gigan
Path (Raw):       Godzilla vs. Gigan --[has_tags]--> gigan --[(INV) has_tags]--> Godzilla vs. Gigan --[has_tags]--> gigan
Neg LogProb(↓):   0.014989
Path Entropy(↓):  0.088625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does dida diafat act in
Start Entity:     Dida Diafat
Gold Answer:      [['Mutants']]
Predicted Ans:    Mutants
Predicted Path:   Dida Diafat --[(INV) starred_actors]--> Mutants --[starred_actors]--> Francis Renaud --[(INV) starred_actors]--> Mutants
Path (Raw):       Dida Diafat --[(INV) starred_actors]--> Mutants --[starred_actors]--> Francis Renaud --[(INV) starred_actors]--> Mutants
Neg LogProb(↓):   0.006169
Path Entropy(↓):  0.041258
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by valentina cortese
Start Entity:     Valentina Cortese
Gold Answer:      [['Robert Wise', 'Federico Fellini']]
Predicted Ans:    Federico Fellini
Predicted Path:   Valentina Cortese --[(INV) starred_actors]--> Juliet of the Spirits --[directed_by]--> Federico Fellini
Path (Raw):       Valentina Cortese --[No Operation]--> Valentina Cortese --[(INV) starred_actors]--> Juliet of the Spirits --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.001822
Path Entropy(↓):  0.014487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the seven brides for seven brothers director release
Start Entity:     Seven Brides for Seven Brothers
Gold Answer:      [['1980', '1978', '1963', '1949', '1975', '2000', '1966', '1957', '1960', '1951', '1967', '1974', '1955', '1952', '1958', '1984']]
Predicted Ans:    1960
Predicted Path:   Seven Brides for Seven Brothers --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[release_year]--> 1960
Path (Raw):       Seven Brides for Seven Brothers --[directed_by]--> Stanley Donen --[(INV) directed_by]--> The Grass Is Greener --[release_year]--> 1960
Neg LogProb(↓):   1.644400
Path Entropy(↓):  2.283398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film with love... from the age of reason was directed by who
Start Entity:     With Love... from the Age of Reason
Gold Answer:      [['Yann Samuell']]
Predicted Ans:    Yann Samuell
Predicted Path:   With Love... from the Age of Reason --[directed_by]--> Yann Samuell --[(INV) directed_by]--> With Love... from the Age of Reason --[directed_by]--> Yann Samuell
Path (Raw):       With Love... from the Age of Reason --[directed_by]--> Yann Samuell --[(INV) directed_by]--> With Love... from the Age of Reason --[directed_by]--> Yann Samuell
Neg LogProb(↓):   0.001413
Path Entropy(↓):  0.011384
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in bus stop also appears in which films
Start Entity:     Bus Stop
Gold Answer:      [['A Hatful of Rain', 'Kings Row', 'Niagara', "There's No Business Like Show Business", 'Operation Mad Ball', 'Monkey Business', 'April Love', 'Anatomy of a Murder', 'Blues in the Night', 'The Hiding Place', "Let's Make Love", 'The Misfits', 'The Great Gatsby', 'The Seven Year Itch', 'Some Like It Hot', "Don't Bother to Knock", 'The Shepherd of the Hills', 'Clash by Night', "We're Not Married!", 'How to Marry a Millionaire', 'Shake Hands with the Devil', 'Of Mice and Men', 'River of No Return', 'Gentlemen Prefer Blondes']]
Predicted Ans:    The Great Gatsby
Predicted Path:   Bus Stop --[starred_actors]--> Betty Field --[(INV) starred_actors]--> The Great Gatsby
Path (Raw):       Bus Stop --[starred_actors]--> Betty Field --[No Operation]--> Betty Field --[(INV) starred_actors]--> The Great Gatsby
Neg LogProb(↓):   0.166590
Path Entropy(↓):  0.574482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie gerry were in which genres
Start Entity:     Gerry
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Romance']]
Predicted Ans:    2002
Predicted Path:   Gerry --[written_by]--> Casey Affleck --[(INV) written_by]--> Gerry --[release_year]--> 2002
Path (Raw):       Gerry --[written_by]--> Casey Affleck --[(INV) written_by]--> Gerry --[release_year]--> 2002
Neg LogProb(↓):   0.265278
Path Entropy(↓):  0.897494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by dan bush
Start Entity:     Dan Bush
Gold Answer:      [['Brenton Thwaites', 'Olivia Cooke']]
Predicted Ans:    Olivia Cooke
Predicted Path:   Dan Bush --[(INV) directed_by]--> The Signal --[starred_actors]--> Olivia Cooke
Path (Raw):       Dan Bush --[No Operation]--> Dan Bush --[(INV) directed_by]--> The Signal --[starred_actors]--> Olivia Cooke
Neg LogProb(↓):   0.082012
Path Entropy(↓):  0.275683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film the american friend
Start Entity:     The American Friend
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   The American Friend --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Path (Raw):       The American Friend --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Neg LogProb(↓):   2.222702
Path Entropy(↓):  3.630144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote craig's wife
Start Entity:     Craig's Wife
Gold Answer:      [['Joan Crawford']]
Predicted Ans:    Joan Crawford
Predicted Path:   Craig's Wife --[written_by]--> George Kelly --[(INV) written_by]--> Harriet Craig --[starred_actors]--> Joan Crawford
Path (Raw):       Craig's Wife --[written_by]--> George Kelly --[(INV) written_by]--> Harriet Craig --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor william hope acted together with who
Start Entity:     William Hope
Gold Answer:      [['Philip Bretherton', 'Leon Herbert', 'Christine Adams', 'Wesley Snipes', 'Steven Seagal', 'Silvia Colloca', 'Tim Dutton', 'Emma Samms', 'Anthony Warren', 'Ronald Pickup']]
Predicted Ans:    Steven Seagal
Predicted Path:   William Hope --[(INV) starred_actors]--> Submerged --[starred_actors]--> Steven Seagal
Path (Raw):       William Hope --[No Operation]--> William Hope --[(INV) starred_actors]--> Submerged --[starred_actors]--> Steven Seagal
Neg LogProb(↓):   0.155034
Path Entropy(↓):  0.450182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie war comes to america were in which genres
Start Entity:     War Comes to America
Gold Answer:      [['Family', 'Music', 'Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   War Comes to America --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       War Comes to America --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.139463
Path Entropy(↓):  0.615541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the king and i in
Start Entity:     The King and I
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   The King and I --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       The King and I --[written_by]--> Ernest Lehman --[(INV) written_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   1.045149
Path Entropy(↓):  1.561893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the moment of truth are written by who
Start Entity:     The Moment of Truth
Gold Answer:      [['Primo Levi', 'Tonino Guerra', 'Ludovic Halévy', 'Henri Meilhac', 'Francesco Rosi', 'Carlos Saura', 'Prosper Mérimée']]
Predicted Ans:    Francesco Rosi
Predicted Path:   The Moment of Truth --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[written_by]--> Francesco Rosi
Path (Raw):       The Moment of Truth --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen --[written_by]--> Francesco Rosi
Neg LogProb(↓):   0.812913
Path Entropy(↓):  1.570344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by richard rush
Start Entity:     Richard Rush
Gold Answer:      [['Steve Railsback', 'Barbara Hershey', "Peter O'Toole"]]
Predicted Ans:    Barbara Hershey
Predicted Path:   Richard Rush --[(INV) written_by]--> The Stunt Man --[starred_actors]--> Barbara Hershey
Path (Raw):       Richard Rush --[No Operation]--> Richard Rush --[(INV) written_by]--> The Stunt Man --[starred_actors]--> Barbara Hershey
Neg LogProb(↓):   0.109479
Path Entropy(↓):  0.391505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the last station
Start Entity:     The Last Station
Gold Answer:      [['1968', '1995', '1966', '2012', '2005', '1991', '1996', '1985', '1999', '2002', '1935', '1987', '2014']]
Predicted Ans:    1985
Predicted Path:   The Last Station --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives --[release_year]--> 1985
Path (Raw):       The Last Station --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> Restless Natives --[release_year]--> 1985
Neg LogProb(↓):   1.191916
Path Entropy(↓):  1.970050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of charlie's country
Start Entity:     Charlie's Country
Gold Answer:      [['Rolf de Heer', 'Peter Djigirr']]
Predicted Ans:    Rolf de Heer
Predicted Path:   Charlie's Country --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[directed_by]--> Rolf de Heer
Path (Raw):       Charlie's Country --[written_by]--> Rolf de Heer --[(INV) written_by]--> Ten Canoes --[directed_by]--> Rolf de Heer
Neg LogProb(↓):   0.305923
Path Entropy(↓):  0.861262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie the tailor of panama about
Start Entity:     The Tailor of Panama
Gold Answer:      [['panama', 'geoffrey rush', 'r', 'pierce brosnan']]
Predicted Ans:    panama
Predicted Path:   The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> The Tailor of Panama --[has_tags]--> panama
Path (Raw):       The Tailor of Panama --[written_by]--> John Boorman --[(INV) written_by]--> The Tailor of Panama --[has_tags]--> panama
Neg LogProb(↓):   1.252771
Path Entropy(↓):  2.236921
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by adolf burger
Start Entity:     Adolf Burger
Gold Answer:      [['Stefan Ruzowitzky']]
Predicted Ans:    Stefan Ruzowitzky
Predicted Path:   Adolf Burger --[(INV) written_by]--> The Counterfeiters --[directed_by]--> Stefan Ruzowitzky
Path (Raw):       Adolf Burger --[No Operation]--> Adolf Burger --[(INV) written_by]--> The Counterfeiters --[directed_by]--> Stefan Ruzowitzky
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie angel face
Start Entity:     Angel Face
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Angel Face --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Angel Face --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.443585
Path Entropy(↓):  4.638290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by graeme clifford released
Start Entity:     Graeme Clifford
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Graeme Clifford --[(INV) directed_by]--> Ruby Cairo --[release_year]--> 1992
Path (Raw):       Graeme Clifford --[No Operation]--> Graeme Clifford --[(INV) directed_by]--> Ruby Cairo --[release_year]--> 1992
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in northern lights
Start Entity:     Northern Lights
Gold Answer:      [['Eddie Cibrian', 'Rosanna Arquette', 'LeAnn Rimes']]
Predicted Ans:    Morris Chestnut
Predicted Path:   Northern Lights --[starred_actors]--> Eddie Cibrian --[(INV) starred_actors]--> The Cave --[starred_actors]--> Morris Chestnut
Path (Raw):       Northern Lights --[starred_actors]--> Eddie Cibrian --[(INV) starred_actors]--> The Cave --[starred_actors]--> Morris Chestnut
Neg LogProb(↓):   0.177781
Path Entropy(↓):  0.450580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What terms are applicable to a tale of two cities
Start Entity:     A Tale of Two Cities
Gold Answer:      [['bd-r']]
Predicted Ans:    charles dickens
Predicted Path:   A Tale of Two Cities --[has_tags]--> charles dickens --[(INV) has_tags]--> Nicholas Nickleby --[has_tags]--> charles dickens
Path (Raw):       A Tale of Two Cities --[has_tags]--> charles dickens --[(INV) has_tags]--> Nicholas Nickleby --[has_tags]--> charles dickens
Neg LogProb(↓):   0.158154
Path Entropy(↓):  0.608608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same director of westbound
Start Entity:     Westbound
Gold Answer:      [['The Man from the Alamo', 'Seven Men from Now', 'The Rise and Fall of Legs Diamond', 'Comanche Station', 'Buchanan Rides Alone', 'Decision at Sundown', 'Ride Lonesome', 'The Tall T', 'The Killer Is Loose']]
Predicted Ans:    Seven Men from Now
Predicted Path:   Westbound --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now
Path (Raw):       Westbound --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[No Operation]--> Seven Men from Now
Neg LogProb(↓):   0.713589
Path Entropy(↓):  1.237520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in melancholia
Start Entity:     Melancholia
Gold Answer:      [['Andrew Birkin', 'Miles Millar', 'Alfred Gough', 'Sheryl Longin', 'Hossein Amini', 'Patricia Highsmith', 'Ian McEwan', 'Chris Van Allsburg', 'Stan Lee', 'Steve Ditko', 'Leslye Headland', 'Björne Larson', 'Johan Kling', 'Lars von Trier', 'David Koepp', 'Michel Gondry', 'Zal Batmanglij', 'Brit Marling', 'Sofia Coppola', 'Jeffrey Eugenides', 'Sam Raimi', 'Dominik Moll', 'Clark Gregg', 'Lois Lowry', 'John Krokidas', 'Austin Bunn', 'Cameron Crowe', 'Yvan Attal', 'Judy Pascoe', 'Ivan Raimi', 'Andrew Fleming', 'Lawrence Konner', 'Mark Rosenthal', 'Jessica Bendinger', 'Marielle Heller', 'Phoebe Gloeckner', 'Alvin Sargent', 'Alain Chabat', 'Michael Chabon', 'Steven Peros', 'Henry James', 'David W. Ross']]
Predicted Ans:    Lars von Trier
Predicted Path:   Melancholia --[starred_actors]--> Charlotte Gainsbourg --[(INV) starred_actors]--> Antichrist --[written_by]--> Lars von Trier
Path (Raw):       Melancholia --[starred_actors]--> Charlotte Gainsbourg --[(INV) starred_actors]--> Antichrist --[written_by]--> Lars von Trier
Neg LogProb(↓):   0.694800
Path Entropy(↓):  1.357088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of female trouble also directed which films
Start Entity:     Female Trouble
Gold Answer:      [['Mondo Trasho', 'Desperate Living', 'Hairspray', 'A Dirty Shame', 'Polyester', 'Pink Flamingos', 'Pecker', 'Serial Mom', 'Cry-Baby']]
Predicted Ans:    Hairspray
Predicted Path:   Female Trouble --[directed_by]--> John Waters --[(INV) directed_by]--> Hairspray
Path (Raw):       Female Trouble --[directed_by]--> John Waters --[(INV) directed_by]--> Hairspray --[No Operation]--> Hairspray
Neg LogProb(↓):   1.320171
Path Entropy(↓):  2.028446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the prime of miss jean brodie
Start Entity:     The Prime of Miss Jean Brodie
Gold Answer:      [['Ernest Borgnine', 'Red Buttons', 'Michael Caine', 'Herbert Lom', 'Carol Lynley', 'Dennis Price', 'Karl Malden', 'Glenda Jackson', 'Robert Flemyng', 'Gloria Grahame', 'Ned Beatty', 'Sam Waterston', 'Shirley MacLaine', 'Alan Rickman', 'Jon Voight', 'John Mills', 'Gene Hackman', 'Kay Walsh', 'Walter Matthau', 'Colin Firth', 'Albert Finney', 'Jill Clayburgh', 'Alec Guinness', 'Sean Connery', 'Tom Courtenay', 'Brian Keith', 'Natalie Wood', 'Clifton Webb', 'Deborah Kerr', 'Hayley Mills']]
Predicted Ans:    Gene Hackman
Predicted Path:   The Prime of Miss Jean Brodie --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Path (Raw):       The Prime of Miss Jean Brodie --[directed_by]--> Ronald Neame --[(INV) directed_by]--> The Poseidon Adventure --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   1.229320
Path Entropy(↓):  1.860331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in dancing lady
Start Entity:     Dancing Lady
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Dancing Lady --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Path (Raw):       Dancing Lady --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Neg LogProb(↓):   0.946905
Path Entropy(↓):  1.558850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the fugitive kind also wrote which films
Start Entity:     The Fugitive Kind
Gold Answer:      [['Boom!', 'The Glass Menagerie', 'The Rose Tattoo', 'Here Without Me', 'Period of Adjustment', 'The Loss of a Teardrop Diamond', 'Summer and Smoke', 'Baby Doll', 'The Roman Spring of Mrs. Stone', 'The Night of the Iguana', 'Cat on a Hot Tin Roof', 'Sweet Bird of Youth', 'A Streetcar Named Desire', 'Suddenly, Last Summer', 'This Property Is Condemned']]
Predicted Ans:    Cat on a Hot Tin Roof
Predicted Path:   The Fugitive Kind --[written_by]--> Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof
Path (Raw):       The Fugitive Kind --[written_by]--> Tennessee Williams --[(INV) written_by]--> Cat on a Hot Tin Roof --[No Operation]--> Cat on a Hot Tin Roof
Neg LogProb(↓):   0.767994
Path Entropy(↓):  1.716398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by nafisa ali in
Start Entity:     Nafisa Ali
Gold Answer:      [['Sport']]
Predicted Ans:    Sport
Predicted Path:   Nafisa Ali --[(INV) starred_actors]--> Lahore --[has_genre]--> Sport
Path (Raw):       Nafisa Ali --[No Operation]--> Nafisa Ali --[(INV) starred_actors]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   0.000121
Path Entropy(↓):  0.001208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie zarafa
Start Entity:     Zarafa
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Zarafa --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Zarafa --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.235962
Path Entropy(↓):  4.372362
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film jason's lyric
Start Entity:     Jason's Lyric
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jason's Lyric --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Jason's Lyric --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.376469
Path Entropy(↓):  4.587750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film chicken little
Start Entity:     Chicken Little
Gold Answer:      [['Mark Dindal', 'Roger Allers']]
Predicted Ans:    Mark Dindal
Predicted Path:   Chicken Little --[directed_by]--> Mark Dindal --[(INV) directed_by]--> The Emperor's New Groove --[written_by]--> Mark Dindal
Path (Raw):       Chicken Little --[directed_by]--> Mark Dindal --[(INV) directed_by]--> The Emperor's New Groove --[written_by]--> Mark Dindal
Neg LogProb(↓):   0.722791
Path Entropy(↓):  1.201867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of live free or die
Start Entity:     Live Free or Die
Gold Answer:      [['Steve Hickner']]
Predicted Ans:    Gregg Kavet
Predicted Path:   Live Free or Die --[written_by]--> Gregg Kavet --[(INV) written_by]--> Live Free or Die --[directed_by]--> Gregg Kavet
Path (Raw):       Live Free or Die --[written_by]--> Gregg Kavet --[(INV) written_by]--> Live Free or Die --[directed_by]--> Gregg Kavet
Neg LogProb(↓):   0.174344
Path Entropy(↓):  0.513011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose directors also directed men without women
Start Entity:     Men Without Women
Gold Answer:      [['Welsh', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Men Without Women --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Men Without Women --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.010324
Path Entropy(↓):  0.060398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of salt of the earth were directed by who
Start Entity:     Salt of the Earth
Gold Answer:      [['Tim Burton', 'William Wyler', 'George Stevens', 'Franklin J. Schaffner', 'Joseph L. Mankiewicz', 'David Lean']]
Predicted Ans:    William Wyler
Predicted Path:   Salt of the Earth --[written_by]--> Michael Wilson --[(INV) written_by]--> Friendly Persuasion --[directed_by]--> William Wyler
Path (Raw):       Salt of the Earth --[written_by]--> Michael Wilson --[(INV) written_by]--> Friendly Persuasion --[directed_by]--> William Wyler
Neg LogProb(↓):   0.531230
Path Entropy(↓):  0.691643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by michael seitzman
Start Entity:     Michael Seitzman
Gold Answer:      [['2000', '2005']]
Predicted Ans:    2005
Predicted Path:   Michael Seitzman --[(INV) written_by]--> North Country --[release_year]--> 2005
Path (Raw):       Michael Seitzman --[No Operation]--> Michael Seitzman --[(INV) written_by]--> North Country --[release_year]--> 2005
Neg LogProb(↓):   0.104810
Path Entropy(↓):  0.323993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the witches director
Start Entity:     The Witches
Gold Answer:      [['Edward Bond', 'James Vance Marshall', 'Terry Johnson', 'Lucy Irvine', 'Daphne Du Maurier', 'Fredric M. Frank', 'Donald Cammell', 'Roger Garis', 'Walter Tevis', 'Harold Lamb', 'Dennis Potter', 'Vladimir Jabotinsky', 'Shinji Aoyama', 'John Hunter']]
Predicted Ans:    Lucy Irvine
Predicted Path:   The Witches --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[written_by]--> Lucy Irvine
Path (Raw):       The Witches --[directed_by]--> Nicolas Roeg --[(INV) directed_by]--> Castaway --[written_by]--> Lucy Irvine
Neg LogProb(↓):   1.238189
Path Entropy(↓):  1.716850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was steam directed by
Start Entity:     Steam
Gold Answer:      [['Kyle Schickner']]
Predicted Ans:    Kyle Schickner
Predicted Path:   Steam --[directed_by]--> Kyle Schickner --[(INV) directed_by]--> Steam --[directed_by]--> Kyle Schickner
Path (Raw):       Steam --[directed_by]--> Kyle Schickner --[(INV) directed_by]--> Steam --[directed_by]--> Kyle Schickner
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of syndromes and a century
Start Entity:     Syndromes and a Century
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Syndromes and a Century --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Syndromes and a Century --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   3.060225
Path Entropy(↓):  4.497742
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by penn jillette
Start Entity:     Penn Jillette
Gold Answer:      [['Teller']]
Predicted Ans:    Teller
Predicted Path:   Penn Jillette --[(INV) written_by]--> Tim's Vermeer --[directed_by]--> Teller
Path (Raw):       Penn Jillette --[No Operation]--> Penn Jillette --[(INV) written_by]--> Tim's Vermeer --[directed_by]--> Teller
Neg LogProb(↓):   0.000256
Path Entropy(↓):  0.002410
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by william richert
Start Entity:     William Richert
Gold Answer:      [['1988', '1979']]
Predicted Ans:    1979
Predicted Path:   William Richert --[(INV) directed_by]--> Winter Kills --[release_year]--> 1979
Path (Raw):       William Richert --[No Operation]--> William Richert --[(INV) directed_by]--> Winter Kills --[release_year]--> 1979
Neg LogProb(↓):   0.207158
Path Entropy(↓):  0.482911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie bright star
Start Entity:     Bright Star
Gold Answer:      [['romantic', 'abbie cornish', 'ben whishaw', 'jane campion']]
Predicted Ans:    jane campion
Predicted Path:   Bright Star --[has_tags]--> jane campion --[(INV) has_tags]--> Bright Star --[has_tags]--> jane campion
Path (Raw):       Bright Star --[has_tags]--> jane campion --[(INV) has_tags]--> Bright Star --[has_tags]--> jane campion
Neg LogProb(↓):   0.234810
Path Entropy(↓):  0.600643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by bill kelly
Start Entity:     Bill Kelly
Gold Answer:      [['Timothy Spall', 'Patrick Dempsey', 'James Marsden', 'Amy Adams']]
Predicted Ans:    Amy Adams
Predicted Path:   Bill Kelly --[(INV) written_by]--> Enchanted --[starred_actors]--> Amy Adams
Path (Raw):       Bill Kelly --[No Operation]--> Bill Kelly --[(INV) written_by]--> Enchanted --[starred_actors]--> Amy Adams
Neg LogProb(↓):   0.001350
Path Entropy(↓):  0.011077
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the man in the iron mask also wrote which films
Start Entity:     The Man in the Iron Mask
Gold Answer:      [['Braveheart', 'Heaven Is for Real', 'Pearl Harbor', 'We Were Soldiers']]
Predicted Ans:    Pearl Harbor
Predicted Path:   The Man in the Iron Mask --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor
Path (Raw):       The Man in the Iron Mask --[written_by]--> Randall Wallace --[(INV) written_by]--> Pearl Harbor --[No Operation]--> Pearl Harbor
Neg LogProb(↓):   0.303127
Path Entropy(↓):  0.753596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of finding nemo
Start Entity:     Finding Nemo
Gold Answer:      [['1995', '1998', '2001', '2008', '2010', '2012']]
Predicted Ans:    2001
Predicted Path:   Finding Nemo --[written_by]--> Andrew Stanton --[(INV) written_by]--> Monsters, Inc. --[release_year]--> 2001
Path (Raw):       Finding Nemo --[written_by]--> Andrew Stanton --[(INV) written_by]--> Monsters, Inc. --[release_year]--> 2001
Neg LogProb(↓):   0.224170
Path Entropy(↓):  0.665655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in bruno s. acted films
Start Entity:     Bruno S.
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[in_language]--> German
Path (Raw):       Bruno S. --[No Operation]--> Bruno S. --[(INV) starred_actors]--> The Enigma of Kaspar Hauser --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the yards are directed by who
Start Entity:     The Yards
Gold Answer:      [['Paul Haggis', 'Michael Mann', 'David S. Ward', 'Mark Rydell', 'James Caan', 'George Gallo', 'Chuck Russell', 'Adam McKay', 'Rand Ravich', 'Spike Jonze', 'Robert Mulligan', 'Rupert Wyatt', 'Ernest B. Schoedsack', 'Jay Russell', 'Sam Peckinpah', 'James Mangold', 'Martin Scorsese', 'Walter Grauman', 'Graham Baker', 'Jonas Åkerlund', 'Seth MacFarlane', 'Ridley Scott', 'Shaun Monson', 'Mitch Marcus', 'Herbert Ross', 'Andrew Bergman', 'Baltasar Kormákur', 'David Dobkin', 'Tim Burton', "Pat O'Connor", 'Guillermo Arriaga', 'Alan J. Pakula', 'Howard Hawks', 'Joseph Ruben', 'Stephen Herek', 'Ericson Core', 'Patty Jenkins', 'David O. Russell', 'Ron Underwood', 'Thomas Vinterberg', 'James Gray', 'Robert Altman', 'Karel Reisz', 'Jon Favreau', 'Franklin J. Schaffner', 'Curtis Harrington', 'Peter Collinson', 'Gus Van Sant', 'Francis Ford Coppola', 'John Moore', 'Kris Pearn', 'David Bowers', 'Kirk Wong', 'Richard Rush', 'Cody Cameron', 'John Singleton', 'Luis Mandoki', 'Allen Hughes', 'Werner Herzog', 'Peter Jackson', 'Károly Makk', 'Philip Kaufman', 'Gregor Jordan', 'James Foley', 'Wolfgang Petersen', 'Paul Thomas Anderson', 'Robert Redford', 'Antoine Fuqua', 'Rowdy Herrington', 'Peter Berg', 'Casey Affleck', "Rockne S. O'Bannon", 'Christopher Miller', 'Phil Lord', 'Howard Zieff', 'Jason Reitman', 'Rupert Sanders', 'Stephen Hopkins', 'James Gunn', 'M. Night Shyamalan', 'F. Gary Gray', 'Terry George', 'Karyn Kusama', 'Rob Reiner']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   The Yards --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[directed_by]--> Francis Ford Coppola
Path (Raw):       The Yards --[starred_actors]--> James Caan --[(INV) starred_actors]--> The Godfather --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.251603
Path Entropy(↓):  1.905194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about robert enrico
Start Entity:     robert enrico
Gold Answer:      [['The Wise Guys']]
Predicted Ans:    The Wise Guys
Predicted Path:   robert enrico --[(INV) has_tags]--> The Wise Guys --[has_tags]--> robert enrico --[(INV) has_tags]--> The Wise Guys
Path (Raw):       robert enrico --[(INV) has_tags]--> The Wise Guys --[has_tags]--> robert enrico --[(INV) has_tags]--> The Wise Guys
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie the adventures of hajji baba
Start Entity:     The Adventures of Hajji Baba
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Adventures of Hajji Baba --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       The Adventures of Hajji Baba --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   1.484699
Path Entropy(↓):  2.376291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of high and low
Start Entity:     High and Low
Gold Answer:      [['Swedish', 'Japanese', 'Russian']]
Predicted Ans:    Japanese
Predicted Path:   High and Low --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Path (Raw):       High and Low --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.379734
Path Entropy(↓):  0.943517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in brain dead
Start Entity:     Brain Dead
Gold Answer:      [['2003', '1992', '1993', '2007', '1998', '2004', '1994', '2014', '1995', '2001', '1990', '1989', '1996', '2011', '1988', '2000', '1949', '1997', '1991', '1999', '1987']]
Predicted Ans:    1993
Predicted Path:   Brain Dead --[starred_actors]--> Bill Pullman --[(INV) starred_actors]--> Malice --[release_year]--> 1993
Path (Raw):       Brain Dead --[starred_actors]--> Bill Pullman --[(INV) starred_actors]--> Malice --[release_year]--> 1993
Neg LogProb(↓):   0.471375
Path Entropy(↓):  1.248655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the princess bride
Start Entity:     The Princess Bride
Gold Answer:      [['Louis Jourdan', 'Dustin Hoffman', 'Damian Lewis', 'Clint Eastwood', 'Eileen Heckart', 'Michael Angarano', 'Geraldine Chaplin', 'Anthony Hopkins', 'Glenn Close', 'Nanette Newman', 'Michael McKean', 'Chevy Chase', 'Matthew Broderick', 'Burgess Meredith', 'Daryl Hannah', 'Robert Redford', 'Tuesday Weld', 'Jackie Gleason', 'Tim Daly', 'James Garner', 'Penelope Ann Miller', 'Michael Douglas', 'Sam Neill', 'Nicole Kidman', 'Lauren Bacall', 'Rod Steiger', 'Paul Newman', 'Val Kilmer', 'Laurence Olivier', 'Roy Scheider', 'Gene Hackman', 'Jason Lee', 'Laura Linney', 'Bette Midler', 'Lee Remick', 'Peter Masterson', 'Jason Statham', 'Ron Leibman', 'Paul Sand', 'Paula Prentiss', 'Graham Greene', 'William Devane', 'George Segal', 'Ed Harris', 'Steve McQueen', 'Jodie Foster', 'Katharine Ross', 'Mel Gibson', 'Thomas Jane']]
Predicted Ans:    Roy Scheider
Predicted Path:   The Princess Bride --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man --[starred_actors]--> Roy Scheider
Path (Raw):       The Princess Bride --[written_by]--> William Goldman --[(INV) written_by]--> Marathon Man --[starred_actors]--> Roy Scheider
Neg LogProb(↓):   0.506201
Path Entropy(↓):  1.296563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film joyful noise were in which languages
Start Entity:     Joyful Noise
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Joyful Noise --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[in_language]--> French
Path (Raw):       Joyful Noise --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[in_language]--> French
Neg LogProb(↓):   0.000879
Path Entropy(↓):  0.007990
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jason sudeikis were directed by who
Start Entity:     Jason Sudeikis
Gold Answer:      [['Leslye Headland', 'Rawson Marshall Thurber', 'Alex Gregory', 'Peter Huyck']]
Predicted Ans:    Alex Gregory
Predicted Path:   Jason Sudeikis --[(INV) starred_actors]--> A Good Old Fashioned Orgy --[directed_by]--> Alex Gregory
Path (Raw):       Jason Sudeikis --[No Operation]--> Jason Sudeikis --[(INV) starred_actors]--> A Good Old Fashioned Orgy --[directed_by]--> Alex Gregory
Neg LogProb(↓):   0.358595
Path Entropy(↓):  0.662966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by howard a. rodman
Start Entity:     Howard A. Rodman
Gold Answer:      [['2008', '1996', '2000', '2007']]
Predicted Ans:    2008
Predicted Path:   Howard A. Rodman --[(INV) written_by]--> August --[release_year]--> 2008
Path (Raw):       Howard A. Rodman --[No Operation]--> Howard A. Rodman --[(INV) written_by]--> August --[release_year]--> 2008
Neg LogProb(↓):   0.661701
Path Entropy(↓):  1.316122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jorge torregrossa were in which languages
Start Entity:     Jorge Torregrossa
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Jorge Torregrossa --[(INV) directed_by]--> The End --[in_language]--> Spanish
Path (Raw):       Jorge Torregrossa --[No Operation]--> Jorge Torregrossa --[(INV) directed_by]--> The End --[in_language]--> Spanish
Neg LogProb(↓):   0.000169
Path Entropy(↓):  0.001640
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in the film the burglars
Start Entity:     The Burglars
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Burglars --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       The Burglars --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   2.023468
Path Entropy(↓):  3.020792
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did theodore melfi write the story for
Start Entity:     Theodore Melfi
Gold Answer:      [['St. Vincent']]
Predicted Ans:    St. Vincent
Predicted Path:   Theodore Melfi --[(INV) written_by]--> St. Vincent --[written_by]--> Theodore Melfi --[(INV) written_by]--> St. Vincent
Path (Raw):       Theodore Melfi --[(INV) written_by]--> St. Vincent --[written_by]--> Theodore Melfi --[(INV) written_by]--> St. Vincent
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film born reckless
Start Entity:     Born Reckless
Gold Answer:      [['Malcolm St. Clair', 'Gustav Machatý']]
Predicted Ans:    Malcolm St. Clair
Predicted Path:   Born Reckless --[directed_by]--> Malcolm St. Clair --[(INV) directed_by]--> Born Reckless --[directed_by]--> Malcolm St. Clair
Path (Raw):       Born Reckless --[directed_by]--> Malcolm St. Clair --[(INV) directed_by]--> Born Reckless --[directed_by]--> Malcolm St. Clair
Neg LogProb(↓):   0.140970
Path Entropy(↓):  0.520999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of exporting raymond
Start Entity:     Exporting Raymond
Gold Answer:      [['Philip Rosenthal']]
Predicted Ans:    Philip Rosenthal
Predicted Path:   Exporting Raymond --[written_by]--> Philip Rosenthal --[(INV) written_by]--> Exporting Raymond --[written_by]--> Philip Rosenthal
Path (Raw):       Exporting Raymond --[written_by]--> Philip Rosenthal --[(INV) written_by]--> Exporting Raymond --[written_by]--> Philip Rosenthal
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by ron nyswaner
Start Entity:     Ron Nyswaner
Gold Answer:      [['John Curran', 'Jonathan Demme']]
Predicted Ans:    John Curran
Predicted Path:   Ron Nyswaner --[(INV) written_by]--> The Painted Veil --[directed_by]--> John Curran
Path (Raw):       Ron Nyswaner --[No Operation]--> Ron Nyswaner --[(INV) written_by]--> The Painted Veil --[directed_by]--> John Curran
Neg LogProb(↓):   0.033418
Path Entropy(↓):  0.144645
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by liam neeson
Start Entity:     Liam Neeson
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2015', '1984', '1963', '2009', '2010', '2004', '2014', '1994', '1995', '1990', '1989', '1996', '2012', '2011', '2013', '1988', '2000', '2005', '1991', '1999', '1987']]
Predicted Ans:    1989
Predicted Path:   Liam Neeson --[(INV) starred_actors]--> Next of Kin --[release_year]--> 1989
Path (Raw):       Liam Neeson --[No Operation]--> Liam Neeson --[(INV) starred_actors]--> Next of Kin --[release_year]--> 1989
Neg LogProb(↓):   1.938748
Path Entropy(↓):  3.255357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The quatermass xperiment, when was it released
Start Entity:     The Quatermass Xperiment
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   The Quatermass Xperiment --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       The Quatermass Xperiment --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   1.446100
Path Entropy(↓):  3.182654
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did brent gorski write
Start Entity:     Brent Gorski
Gold Answer:      [['Holding Trevor']]
Predicted Ans:    Holding Trevor
Predicted Path:   Brent Gorski --[(INV) written_by]--> Holding Trevor --[written_by]--> Brent Gorski --[(INV) written_by]--> Holding Trevor
Path (Raw):       Brent Gorski --[(INV) written_by]--> Holding Trevor --[written_by]--> Brent Gorski --[(INV) written_by]--> Holding Trevor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by jeffrey bloom
Start Entity:     Jeffrey Bloom
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Jeffrey Bloom --[(INV) written_by]--> Blood Beach --[has_genre]--> Horror
Path (Raw):       Jeffrey Bloom --[No Operation]--> Jeffrey Bloom --[(INV) written_by]--> Blood Beach --[has_genre]--> Horror
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the climax
Start Entity:     The Climax
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Climax --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The Climax --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.605460
Path Entropy(↓):  4.015682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for dust
Start Entity:     Dust
Gold Answer:      [['Milcho Manchevski']]
Predicted Ans:    Milcho Manchevski
Predicted Path:   Dust --[directed_by]--> Milcho Manchevski --[(INV) directed_by]--> Dust --[directed_by]--> Milcho Manchevski
Path (Raw):       Dust --[directed_by]--> Milcho Manchevski --[(INV) directed_by]--> Dust --[directed_by]--> Milcho Manchevski
Neg LogProb(↓):   0.069833
Path Entropy(↓):  0.274718
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by olle sarri in
Start Entity:     Olle Sarri
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Olle Sarri --[(INV) starred_actors]--> The Ape --[in_language]--> Swedish
Path (Raw):       Olle Sarri --[No Operation]--> Olle Sarri --[(INV) starred_actors]--> The Ape --[in_language]--> Swedish
Neg LogProb(↓):   0.002425
Path Entropy(↓):  0.017009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by yves allegret were in which languages
Start Entity:     Yves Allégret
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Yves Allégret --[(INV) written_by]--> Dédée d'Anvers --[in_language]--> English
Path (Raw):       Yves Allégret --[No Operation]--> Yves Allégret --[(INV) written_by]--> Dédée d'Anvers --[in_language]--> English
Neg LogProb(↓):   0.658947
Path Entropy(↓):  0.740038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the pyx
Start Entity:     The Pyx
Gold Answer:      [['René Hardy', 'Waldo Salt', 'Robert Littell', 'Jay Parini', 'Michael Mann', 'Michael Schroeder', 'John Huston', 'David Auburn', 'Sandra Fierlinger', 'Paul Fierlinger', 'Bob Rafelson', 'Jack Nicholson', 'Luigi Cozzi', 'Howard Lindsay', 'Nat Wachsberger', 'Thomas Michael Donnelly', 'Ernest Lehman', 'Gavin Lambert', 'Russel Crouse', 'Michael Hoffman', 'Richard Maibaum', 'David France', 'William Marchant', 'Cyril Hume', 'Steve Balderson', 'Robert Marasco', 'Robert Baer', 'Rob Zombie', 'F. Scott Fitzgerald', 'Baz Luhrmann', 'Budd Schulberg', 'Cecil Lewis', 'Howard Barker', 'Steve Tesich', 'Ivan Passer', 'Dan Curtis', 'Richard Matheson', 'Owen Davis', 'Terry Gilliam', 'Francis Ford Coppola', 'Marie Brenner', 'Eric Roth', 'Nathanael West', 'Patrick Lussier', 'Stephen Gaghan', 'Shane Acker', 'Augusto Caminito', 'Atom Egoyan', 'Rudyard Kipling', 'Pamela Pettler', 'Victor Canning', 'Akiva Goldsman', 'Jean Giono', 'John Flynn', 'Donald E. Westlake', 'Sylvia Nasar', 'Mick Molloy', 'Terrence Malick', 'Carole Eastman', 'Russell Gewirtz', 'Jeremy Larner', 'Anders Bodelsen', 'Charles McKeown']]
Predicted Ans:    Michael Mann
Predicted Path:   The Pyx --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Path (Raw):       The Pyx --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Neg LogProb(↓):   1.277521
Path Entropy(↓):  2.076770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of dolls
Start Entity:     Dolls
Gold Answer:      [['The Pit and the Pendulum', 'Castle Freak', 'Fortress', 'Space Truckers', 'Glory to the Filmmaker!', 'Beyond Outrage', 'Edmond', 'A Scene at the Sea', 'Re-Animator', 'From Beyond', 'Outrage', 'Kikujiro', 'Violent Cop', 'Boiling Point', 'Dagon', 'Sonatine', 'Stuck', 'King of the Ants', 'Kids Return', "Takeshis'", 'Robot Jox', 'The Wonderful Ice Cream Suit', 'Achilles and the Tortoise', 'Getting Any?', 'Brother']]
Predicted Ans:    Outrage
Predicted Path:   Dolls --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage
Path (Raw):       Dolls --[No Operation]--> Dolls --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage
Neg LogProb(↓):   0.186531
Path Entropy(↓):  0.742739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in jean genet written films
Start Entity:     Jean Genet
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jean Genet --[(INV) written_by]--> Querelle --[in_language]--> English
Path (Raw):       Jean Genet --[No Operation]--> Jean Genet --[(INV) written_by]--> Querelle --[in_language]--> English
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of house by the river
Start Entity:     House by the River
Gold Answer:      [['Robert Young', 'Marlene Dietrich', 'Henry Fonda', 'Gene Tierney', 'Gary Cooper', 'Joan Bennett', 'Madeleine Ozeray', 'Walter Pidgeon', 'Gene Lockhart', 'Anna Lee', 'Alfred Abel', 'Claude Rains', 'Dan Duryea', 'Gustav Fröhlich', 'Randolph Scott', 'Howard Duff', 'Barbara Stanwyck', 'Mel Ferrer', 'Dana Andrews', 'Paul Douglas', 'Jesse Metcalfe', 'George Sanders', 'Brian Donlevy', 'Stewart Granger', 'Michael Douglas', 'Arthur Franz', 'Gloria Grahame', 'George Raft', 'Thomas Mitchell', 'Glenn Ford', 'Jean Gabin', 'Edward G. Robinson', 'Walter Brennan', 'Robert Ryan', 'Shia LaBeouf', 'Marilyn Monroe', 'Walter Abel', 'Joan Fontaine', 'Dean Jagger', 'Sidney Blackmer', 'Charles Boyer', 'Logan Lerman', 'Brad Pitt', 'Amber Tamblyn', 'Michael Peña', 'Rhonda Fleming', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Ida Lupino', 'Peter Lorre', 'Gustav Diessl', 'Arthur Kennedy']]
Predicted Ans:    Joan Bennett
Predicted Path:   House by the River --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Path (Raw):       House by the River --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   0.340113
Path Entropy(↓):  0.965454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does melinda and melinda fall under
Start Entity:     Melinda and Melinda
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Melinda and Melinda --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Melinda and Melinda --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.386199
Path Entropy(↓):  4.969624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jamie foxx were released in which years
Start Entity:     Jamie Foxx
Gold Answer:      [['2000', '1997', '2009', '2005', '2004', '1982', '2006', '1999', '2014', '2012', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   Jamie Foxx --[(INV) starred_actors]--> Dreamgirls --[release_year]--> 2006
Path (Raw):       Jamie Foxx --[No Operation]--> Jamie Foxx --[(INV) starred_actors]--> Dreamgirls --[release_year]--> 2006
Neg LogProb(↓):   1.241409
Path Entropy(↓):  1.707938
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was son of flubber released
Start Entity:     Son of Flubber
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Son of Flubber --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Path (Raw):       Son of Flubber --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Neg LogProb(↓):   2.291632
Path Entropy(↓):  3.013377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by lana wilson
Start Entity:     Lana Wilson
Gold Answer:      [['Martha Shane']]
Predicted Ans:    Martha Shane
Predicted Path:   Lana Wilson --[(INV) directed_by]--> After Tiller --[directed_by]--> Martha Shane
Path (Raw):       Lana Wilson --[No Operation]--> Lana Wilson --[(INV) directed_by]--> After Tiller --[directed_by]--> Martha Shane
Neg LogProb(↓):   0.091371
Path Entropy(↓):  0.380138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by celina murga fall under
Start Entity:     Celina Murga
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Celina Murga --[(INV) directed_by]--> Ana and the Others --[has_genre]--> Drama
Path (Raw):       Celina Murga --[No Operation]--> Celina Murga --[(INV) directed_by]--> Ana and the Others --[has_genre]--> Drama
Neg LogProb(↓):   0.000237
Path Entropy(↓):  0.002246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of searching for debra winger also starred in which films
Start Entity:     Searching for Debra Winger
Gold Answer:      [["Hell's Kitchen", 'After Hours', 'Northern Lights', 'The Aviator', 'The Linguini Incident', 'I-See-You.Com', "Nobody's Fool", '8 Million Ways to Die', 'Desperately Seeking Susan', 'Nowhere to Run', 'The Big Blue', "Gone Fishin'"]]
Predicted Ans:    8 Million Ways to Die
Predicted Path:   Searching for Debra Winger --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> 8 Million Ways to Die
Path (Raw):       Searching for Debra Winger --[starred_actors]--> Rosanna Arquette --[No Operation]--> Rosanna Arquette --[(INV) starred_actors]--> 8 Million Ways to Die
Neg LogProb(↓):   1.002853
Path Entropy(↓):  1.437024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by jami gertz release
Start Entity:     Jami Gertz
Gold Answer:      [['1990', '1942', '2006', '2002', '1987', '1986', '1984']]
Predicted Ans:    1942
Predicted Path:   Jami Gertz --[(INV) starred_actors]--> Crossroads --[release_year]--> 1942
Path (Raw):       Jami Gertz --[No Operation]--> Jami Gertz --[(INV) starred_actors]--> Crossroads --[release_year]--> 1942
Neg LogProb(↓):   0.394959
Path Entropy(↓):  1.108681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the boost
Start Entity:     The Boost
Gold Answer:      [['Sean Young', 'John Kapelos', 'James Woods', 'Steven Hill']]
Predicted Ans:    John Kapelos
Predicted Path:   The Boost --[starred_actors]--> John Kapelos --[(INV) starred_actors]--> The Breakfast Club --[starred_actors]--> John Kapelos
Path (Raw):       The Boost --[starred_actors]--> John Kapelos --[(INV) starred_actors]--> The Breakfast Club --[starred_actors]--> John Kapelos
Neg LogProb(↓):   0.941158
Path Entropy(↓):  1.763424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by bruce reitherman
Start Entity:     Bruce Reitherman
Gold Answer:      [['Rudyard Kipling']]
Predicted Ans:    Rudyard Kipling
Predicted Path:   Bruce Reitherman --[(INV) starred_actors]--> The Jungle Book --[written_by]--> Rudyard Kipling
Path (Raw):       Bruce Reitherman --[No Operation]--> Bruce Reitherman --[(INV) starred_actors]--> The Jungle Book --[written_by]--> Rudyard Kipling
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by matt johnson
Start Entity:     Matt Johnson
Gold Answer:      [['Max Beesley', 'Taylor Lautner', 'Marie Avgeropoulos', 'Adam Rayner', 'Ice Cube']]
Predicted Ans:    Matt Johnson
Predicted Path:   Matt Johnson --[(INV) written_by]--> The Dirties --[starred_actors]--> Matt Johnson
Path (Raw):       Matt Johnson --[No Operation]--> Matt Johnson --[(INV) written_by]--> The Dirties --[starred_actors]--> Matt Johnson
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000490
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the writer of queen bee
Start Entity:     Queen Bee
Gold Answer:      [['Ranald MacDougall', 'Edna L. Lee']]
Predicted Ans:    Edna L. Lee
Predicted Path:   Queen Bee --[written_by]--> Edna L. Lee --[(INV) written_by]--> Queen Bee --[written_by]--> Edna L. Lee
Path (Raw):       Queen Bee --[written_by]--> Edna L. Lee --[(INV) written_by]--> Queen Bee --[written_by]--> Edna L. Lee
Neg LogProb(↓):   0.322425
Path Entropy(↓):  0.800183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by chloe sevigny
Start Entity:     Chloë Sevigny
Gold Answer:      [['Bernard Rose', 'Kimberly Peirce', 'Frank Turner Hollon', 'Andy Bienen', 'Whit Stillman', 'Howard Marks', 'Olivier Assayas', 'Vincent Gallo', "Chris D'Arienzo", 'M. Blash', 'Billy Ray']]
Predicted Ans:    Frank Turner Hollon
Predicted Path:   Chloë Sevigny --[(INV) starred_actors]--> Barry Munday --[written_by]--> Frank Turner Hollon
Path (Raw):       Chloë Sevigny --[No Operation]--> Chloë Sevigny --[(INV) starred_actors]--> Barry Munday --[written_by]--> Frank Turner Hollon
Neg LogProb(↓):   0.366873
Path Entropy(↓):  1.031454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of george washington
Start Entity:     George Washington
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   George Washington --[directed_by]--> David Gordon Green --[(INV) directed_by]--> The Sitter --[has_genre]--> Comedy
Path (Raw):       George Washington --[directed_by]--> David Gordon Green --[(INV) directed_by]--> The Sitter --[has_genre]--> Comedy
Neg LogProb(↓):   0.477368
Path Entropy(↓):  1.328487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the public eye
Start Entity:     The Public Eye
Gold Answer:      [['1983', '1995', '1980', '1998', '1997', '1990', '1992', '1989', '2010', '1991', '1994']]
Predicted Ans:    1995
Predicted Path:   The Public Eye --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Casino --[release_year]--> 1995
Path (Raw):       The Public Eye --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Casino --[release_year]--> 1995
Neg LogProb(↓):   0.599143
Path Entropy(↓):  1.074524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in already dead
Start Entity:     Already Dead
Gold Answer:      [['Ron Eldard']]
Predicted Ans:    Jonathan Penner
Predicted Path:   Already Dead --[starred_actors]--> Ron Eldard --[(INV) starred_actors]--> The Last Supper --[starred_actors]--> Jonathan Penner
Path (Raw):       Already Dead --[starred_actors]--> Ron Eldard --[(INV) starred_actors]--> The Last Supper --[starred_actors]--> Jonathan Penner
Neg LogProb(↓):   0.343430
Path Entropy(↓):  0.744171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the film the super cops
Start Entity:     The Super Cops
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   The Super Cops --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       The Super Cops --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.432391
Path Entropy(↓):  3.748242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of anne archer starred movies
Start Entity:     Anne Archer
Gold Answer:      [['Christian Duguay', 'Peter Hyams', 'Jerry Jameson', 'Daniel Petrie', 'Phillip Noyce', 'Andrew Levitas', 'Adrian Lyne', 'Alan Rudolph', 'Martin Davidson']]
Predicted Ans:    Peter Hyams
Predicted Path:   Anne Archer --[(INV) starred_actors]--> Narrow Margin --[directed_by]--> Peter Hyams
Path (Raw):       Anne Archer --[No Operation]--> Anne Archer --[(INV) starred_actors]--> Narrow Margin --[directed_by]--> Peter Hyams
Neg LogProb(↓):   0.116911
Path Entropy(↓):  0.408700
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by robert j. siegel
Start Entity:     Robert J. Siegel
Gold Answer:      [['Swimming']]
Predicted Ans:    Swimming
Predicted Path:   Robert J. Siegel --[(INV) written_by]--> Swimming --[written_by]--> Robert J. Siegel --[(INV) written_by]--> Swimming
Path (Raw):       Robert J. Siegel --[(INV) written_by]--> Swimming --[written_by]--> Robert J. Siegel --[(INV) written_by]--> Swimming
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote a time to kill
Start Entity:     A Time to Kill
Gold Answer:      [['1998', '1997', '2003', '1993', '2004', '1996', '1994', '1956']]
Predicted Ans:    1997
Predicted Path:   A Time to Kill --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker --[release_year]--> 1997
Path (Raw):       A Time to Kill --[written_by]--> John Grisham --[(INV) written_by]--> The Rainmaker --[release_year]--> 1997
Neg LogProb(↓):   0.754835
Path Entropy(↓):  1.697811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was out of the blue released
Start Entity:     Out of the Blue
Gold Answer:      [['2006']]
Predicted Ans:    1980
Predicted Path:   Out of the Blue --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Path (Raw):       Out of the Blue --[release_year]--> 1980 --[(INV) release_year]--> Death Watch --[release_year]--> 1980
Neg LogProb(↓):   2.431911
Path Entropy(↓):  3.941714
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie the docks of new york
Start Entity:     The Docks of New York
Gold Answer:      [['2012', '1929', '1928', '1939']]
Predicted Ans:    2012
Predicted Path:   The Docks of New York --[starred_actors]--> Olga Baclanova --[(INV) starred_actors]--> The Man Who Laughs --[release_year]--> 2012
Path (Raw):       The Docks of New York --[starred_actors]--> Olga Baclanova --[(INV) starred_actors]--> The Man Who Laughs --[release_year]--> 2012
Neg LogProb(↓):   0.338700
Path Entropy(↓):  0.888704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the visit
Start Entity:     The Visit
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Visit --[directed_by]--> Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Path (Raw):       The Visit --[directed_by]--> Bernhard Wicki --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Neg LogProb(↓):   0.111176
Path Entropy(↓):  0.337746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe soul surfer
Start Entity:     Soul Surfer
Gold Answer:      [['true story', 'faith']]
Predicted Ans:    ethan coen
Predicted Path:   Soul Surfer --[has_tags]--> faith --[(INV) has_tags]--> A Serious Man --[has_tags]--> ethan coen
Path (Raw):       Soul Surfer --[has_tags]--> faith --[(INV) has_tags]--> A Serious Man --[has_tags]--> ethan coen
Neg LogProb(↓):   0.015277
Path Entropy(↓):  0.087887
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie teenage mutant ninja turtles starred who
Start Entity:     Teenage Mutant Ninja Turtles
Gold Answer:      [['Alan Ritchson', 'Megan Fox', 'Will Arnett', 'William Fichtner']]
Predicted Ans:    Alan Ritchson
Predicted Path:   Teenage Mutant Ninja Turtles --[starred_actors]--> Alan Ritchson --[(INV) starred_actors]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Alan Ritchson
Path (Raw):       Teenage Mutant Ninja Turtles --[starred_actors]--> Alan Ritchson --[(INV) starred_actors]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Alan Ritchson
Neg LogProb(↓):   0.000274
Path Entropy(↓):  0.002913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in i shot andy warhol
Start Entity:     I Shot Andy Warhol
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   I Shot Andy Warhol --[starred_actors]--> Jared Harris --[(INV) starred_actors]--> Igby Goes Down --[has_genre]--> Comedy
Path (Raw):       I Shot Andy Warhol --[starred_actors]--> Jared Harris --[(INV) starred_actors]--> Igby Goes Down --[has_genre]--> Comedy
Neg LogProb(↓):   0.432036
Path Entropy(↓):  0.798740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of kikujiro
Start Entity:     Kikujiro
Gold Answer:      [["Takeshis'", 'Glory to the Filmmaker!', 'Outrage', 'Violent Cop', 'Achilles and the Tortoise', 'Beyond Outrage', 'Getting Any?', 'Boiling Point', 'A Scene at the Sea', 'Sonatine', 'Brother', 'Dolls', 'Kids Return']]
Predicted Ans:    Outrage
Predicted Path:   Kikujiro --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage
Path (Raw):       Kikujiro --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[No Operation]--> Outrage
Neg LogProb(↓):   0.397777
Path Entropy(↓):  0.801058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by lisa london were in which genres
Start Entity:     Lisa London
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lisa London --[(INV) starred_actors]--> H.O.T.S. --[has_genre]--> Comedy
Path (Raw):       Lisa London --[No Operation]--> Lisa London --[(INV) starred_actors]--> H.O.T.S. --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with robert merle
Start Entity:     Robert Merle
Gold Answer:      [['Buck Henry']]
Predicted Ans:    Buck Henry
Predicted Path:   Robert Merle --[(INV) written_by]--> The Day of the Dolphin --[written_by]--> Buck Henry
Path (Raw):       Robert Merle --[No Operation]--> Robert Merle --[(INV) written_by]--> The Day of the Dolphin --[written_by]--> Buck Henry
Neg LogProb(↓):   0.000550
Path Entropy(↓):  0.004678
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by anthony desando
Start Entity:     Anthony DeSando
Gold Answer:      [['Tony Vitale']]
Predicted Ans:    Tony Vitale
Predicted Path:   Anthony DeSando --[(INV) starred_actors]--> Kiss Me, Guido --[written_by]--> Tony Vitale
Path (Raw):       Anthony DeSando --[No Operation]--> Anthony DeSando --[(INV) starred_actors]--> Kiss Me, Guido --[written_by]--> Tony Vitale
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film paparazzi
Start Entity:     Paparazzi
Gold Answer:      [['1998', '2000', '2003', '2005', '2011']]
Predicted Ans:    2000
Predicted Path:   Paparazzi --[starred_actors]--> Cole Hauser --[(INV) starred_actors]--> Pitch Black --[release_year]--> 2000
Path (Raw):       Paparazzi --[starred_actors]--> Cole Hauser --[(INV) starred_actors]--> Pitch Black --[release_year]--> 2000
Neg LogProb(↓):   0.521573
Path Entropy(↓):  1.082208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of dawn of the planet of the apes
Start Entity:     Dawn of the Planet of the Apes
Gold Answer:      [['Drama', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Dawn of the Planet of the Apes --[written_by]--> Rick Jaffa --[(INV) written_by]--> Eye for an Eye --[has_genre]--> Thriller
Path (Raw):       Dawn of the Planet of the Apes --[written_by]--> Rick Jaffa --[(INV) written_by]--> Eye for an Eye --[has_genre]--> Thriller
Neg LogProb(↓):   0.898507
Path Entropy(↓):  1.526826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by sheila hancock were written by who
Start Entity:     Sheila Hancock
Gold Answer:      [['Richard Kwietniowski']]
Predicted Ans:    Richard Kwietniowski
Predicted Path:   Sheila Hancock --[(INV) starred_actors]--> Love and Death on Long Island --[written_by]--> Richard Kwietniowski
Path (Raw):       Sheila Hancock --[No Operation]--> Sheila Hancock --[(INV) starred_actors]--> Love and Death on Long Island --[written_by]--> Richard Kwietniowski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jerry trimble were in which genres
Start Entity:     Jerry Trimble
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jerry Trimble --[(INV) starred_actors]--> The Master --[has_genre]--> Drama
Path (Raw):       Jerry Trimble --[No Operation]--> Jerry Trimble --[(INV) starred_actors]--> The Master --[has_genre]--> Drama
Neg LogProb(↓):   0.126945
Path Entropy(↓):  0.365364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film an ideal husband
Start Entity:     An Ideal Husband
Gold Answer:      [['Marc Norman', 'Patrick Hamilton', 'Jacquelin Perske', 'Annie Proulx', 'Lou Breslow', 'John Cusack', 'Wes Anderson', 'Paul Dickey', 'Charles W. Goddard', 'Michael Hoffman', 'Whitfield Cook', 'Selwyn Jepson', 'Gianni Romoli', 'Tiziano Sclavi', 'David Koepp', 'Noah Baumbach', 'Robert L. Freedman', 'Alan Le May', 'Thelma Strabel', 'Jerome Sable', 'Sebastian Faulks', 'Patrick Marber', 'Shelagh Delaney', 'Helen Deutsch', 'Arch Oboler', 'Dean DeBlois', 'Cressida Cowell', 'Douglas Fairbanks', 'Billy Wilder', 'Charles Brackett', 'George Lucas', 'Charles Webb', 'Vanessa Taylor', 'Paul Osborn', 'Bob Tzudiker', 'Noni White', 'Bonnie Hunt', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Eric Roth', 'John Michael Hayes', 'Graham Yost', 'Octave Mirbeau', 'Anthony Minghella', 'Julian Mitchell', 'Johnny Mercer', 'Chris Weitz', 'Katja von Garnier', 'Laurence Stallings', 'Bruce Graham', 'André de Lorde', 'Patricia Highsmith', 'William Shakespeare', 'Woody Allen', 'Burgess Meredith', 'Ketti Frings', 'Grant Heslov', 'Jan Lustig', 'F. Scott Fitzgerald', 'John Hopkins', 'Reinhard Klooss', 'Walter DeLeon', 'Jessica Postigo', 'Jeff Nathanson', 'Robin Swicord', 'Georgia Pritchett', 'Kim Fuller', 'Charles Bennett', 'Tom Epperson', 'Mika Waltari', 'Alma Reville', 'Bruce Beresford', 'Philip Dunne', 'Laurence Coriat', 'Michael Hirst', 'Casey Robinson', 'C. Gardner Sullivan', 'Ian McEwan', 'Ernest K. Gann', 'George Clooney', 'Billy Bob Thornton', 'Charles Perrault', 'Peter Carey', 'Joseph Kanon', 'John Willard', 'Edgar Rice Burroughs', 'John Logan', 'Karl Tunberg', 'Robert M. Edsel', "Dean O'Flaherty", 'Tab Murphy', 'Harold Pinter', 'Rosamond Marshall']]
Predicted Ans:    Katja von Garnier
Predicted Path:   An Ideal Husband --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       An Ideal Husband --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.847354
Path Entropy(↓):  2.072073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of werner herzog eats his shoe
Start Entity:     Werner Herzog Eats His Shoe
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Werner Herzog Eats His Shoe --[directed_by]--> Les Blank --[(INV) directed_by]--> Werner Herzog Eats His Shoe --[starred_actors]--> Werner Herzog
Path (Raw):       Werner Herzog Eats His Shoe --[directed_by]--> Les Blank --[(INV) directed_by]--> Werner Herzog Eats His Shoe --[starred_actors]--> Werner Herzog
Neg LogProb(↓):   0.004365
Path Entropy(↓):  0.029872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of any wednesday
Start Entity:     Any Wednesday
Gold Answer:      [['The Heart Is a Lonely Hunter', 'Brenda Starr', 'Reuben, Reuben']]
Predicted Ans:    Reuben, Reuben
Predicted Path:   Any Wednesday --[directed_by]--> Robert Ellis Miller --[(INV) directed_by]--> Reuben, Reuben
Path (Raw):       Any Wednesday --[directed_by]--> Robert Ellis Miller --[(INV) directed_by]--> Reuben, Reuben --[No Operation]--> Reuben, Reuben
Neg LogProb(↓):   0.158139
Path Entropy(↓):  0.533690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the collection
Start Entity:     The Collection
Gold Answer:      [['1965', '2009']]
Predicted Ans:    2009
Predicted Path:   The Collection --[directed_by]--> Marcus Dunstan --[(INV) directed_by]--> The Collector --[release_year]--> 2009
Path (Raw):       The Collection --[directed_by]--> Marcus Dunstan --[(INV) directed_by]--> The Collector --[release_year]--> 2009
Neg LogProb(↓):   0.355649
Path Entropy(↓):  0.794578
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie darkon in a few words
Start Entity:     Darkon
Gold Answer:      [['baltimore', 'maryland', 'fantasy', 'documentary']]
Predicted Ans:    baltimore
Predicted Path:   Darkon --[has_tags]--> baltimore --[(INV) has_tags]--> Darkon --[has_tags]--> baltimore
Path (Raw):       Darkon --[has_tags]--> baltimore --[(INV) has_tags]--> Darkon --[has_tags]--> baltimore
Neg LogProb(↓):   0.034816
Path Entropy(↓):  0.150959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of tribute to a bad man
Start Entity:     Tribute to a Bad Man
Gold Answer:      [['Something to Sing About', 'Great Guy', 'The Public Enemy', 'Boy Meets Girl', 'Torrid Zone', 'Angels with Dirty Faces', 'One, Two, Three', 'The Fighting 69th', 'City for Conquest', 'Here Comes the Navy', 'Taxi!', 'Love Me or Leave Me', 'Run for Cover', 'Footlight Parade', 'The Oklahoma Kid', 'The Strawberry Blonde', 'The Time of Your Life', 'The Mayor of Hell', 'Blood on the Sun', 'Smart Money', 'Blonde Crazy', 'Each Dawn I Die', 'Lady Killer', 'Ragtime', 'The West Point Story', 'Captains of the Clouds', 'The Bride Came C.O.D.', 'The Gallant Hours', 'Mister Roberts', 'Man of a Thousand Faces', 'Shake Hands with the Devil', 'The Crowd Roars', 'The Roaring Twenties', 'White Heat', 'Yankee Doodle Dandy', '13 Rue Madeleine']]
Predicted Ans:    The Roaring Twenties
Predicted Path:   Tribute to a Bad Man --[starred_actors]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties
Path (Raw):       Tribute to a Bad Man --[starred_actors]--> James Cagney --[No Operation]--> James Cagney --[(INV) starred_actors]--> The Roaring Twenties
Neg LogProb(↓):   1.087464
Path Entropy(↓):  1.736160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film valkyrie
Start Entity:     Valkyrie
Gold Answer:      [['Roger Donaldson', 'Michael Chapman', 'Edward Zwick', 'Michael Mann', 'Paul Brickman', 'Todd Field', 'James Mangold', 'Martin Scorsese', 'Sarah Smith', 'David Silverman', 'Krzysztof Krauze', 'Stuart Burge', 'Gil Junger', 'Joseph Kosinski', 'Tony Scott', 'Guy Ritchie', 'Barry Levinson', 'Ron Howard', 'Barry Cook', 'Jon Blair', 'Robert Altman', 'John Madden', 'Robert Redford', 'Gore Verbinski', 'Oliver Stone', 'Kenneth Branagh', 'David Hare', 'Stuart Beattie', 'Tim Fywell', 'Barry Sonnenfeld', 'Malcolm Venville', 'Jonathan Lynn', 'David Yates', 'Ridley Scott', 'Peter Webber', 'John Hillcoat', 'Curtis Hanson', 'Steven Spielberg', 'Richard Curtis', 'Cameron Crowe', 'Don Paul', 'Christopher McQuarrie', 'Tony Gilroy', 'Will Finn', 'Frank Pierson', 'Gillian Armstrong', 'Scott Derrickson', 'Sydney Pollack', 'Simon Curtis', 'Paul Greengrass', 'Assaf Bernstein', 'Oliver Parker', 'Adam Marcus', 'Doug Liman', 'Orson Welles', 'Max Lang', 'Jakob Schuh', 'Julian Fellowes', 'Rob Reiner']]
Predicted Ans:    Orson Welles
Predicted Path:   Valkyrie --[starred_actors]--> Kenneth Branagh --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Path (Raw):       Valkyrie --[starred_actors]--> Kenneth Branagh --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.281209
Path Entropy(↓):  1.058460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the far horizons were released in which years
Start Entity:     The Far Horizons
Gold Answer:      [['1980', '1970', '1954', '1944', '1923', '1959', '1936', '1967', '1935', '1941', '1974', '1968', '1963', '1998', '1951', '1982', '1973', '1953', '1947', '1956', '1943', '1995', '1976', '1948', '1972', '1971', '1990', '2001', '1942', '1940', '1996', '1961', '2011', '1955', '1934', '1978', '1964', '1975', '1966', '1950', '1960', '1965', '1945', '1937', '1952', '1958']]
Predicted Ans:    1935
Predicted Path:   The Far Horizons --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[release_year]--> 1935
Path (Raw):       The Far Horizons --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[release_year]--> 1935
Neg LogProb(↓):   1.334305
Path Entropy(↓):  2.243516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of destiny
Start Entity:     Destiny
Gold Answer:      [['Walter Abel', 'Shia LaBeouf', 'Brad Pitt', 'Logan Lerman', 'Michael Peña', 'Walter Brennan', 'Brian Donlevy', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Anna Lee', 'Gene Lockhart', 'Peter Lorre', 'Gustav Diessl']]
Predicted Ans:    Brian Donlevy
Predicted Path:   Destiny --[written_by]--> Fritz Lang --[(INV) written_by]--> Hangmen Also Die! --[starred_actors]--> Brian Donlevy
Path (Raw):       Destiny --[written_by]--> Fritz Lang --[(INV) written_by]--> Hangmen Also Die! --[starred_actors]--> Brian Donlevy
Neg LogProb(↓):   0.271151
Path Entropy(↓):  0.756704
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by amza pellea
Start Entity:     Amza Pellea
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Amza Pellea --[(INV) written_by]--> Uncle Marin, the Billionaire --[has_genre]--> Comedy
Path (Raw):       Amza Pellea --[No Operation]--> Amza Pellea --[(INV) written_by]--> Uncle Marin, the Billionaire --[has_genre]--> Comedy
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by eli anne linnestad were directed by who
Start Entity:     Eli Anne Linnestad
Gold Answer:      [['Pål Sletaune']]
Predicted Ans:    Pål Sletaune
Predicted Path:   Eli Anne Linnestad --[(INV) starred_actors]--> Junk Mail --[directed_by]--> Pål Sletaune
Path (Raw):       Eli Anne Linnestad --[No Operation]--> Eli Anne Linnestad --[(INV) starred_actors]--> Junk Mail --[directed_by]--> Pål Sletaune
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in gun shy
Start Entity:     Gun Shy
Gold Answer:      [['Oliver Platt', 'Liam Neeson']]
Predicted Ans:    Liam Neeson
Predicted Path:   Gun Shy --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Michael Collins --[starred_actors]--> Liam Neeson
Path (Raw):       Gun Shy --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Michael Collins --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.663966
Path Entropy(↓):  0.699156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Eugene corr was the director of which films
Start Entity:     Eugene Corr
Gold Answer:      [['Desert Bloom']]
Predicted Ans:    Desert Bloom
Predicted Path:   Eugene Corr --[(INV) directed_by]--> Desert Bloom --[directed_by]--> Eugene Corr --[(INV) directed_by]--> Desert Bloom
Path (Raw):       Eugene Corr --[(INV) directed_by]--> Desert Bloom --[directed_by]--> Eugene Corr --[(INV) directed_by]--> Desert Bloom
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by vishal bhardwaj
Start Entity:     Vishal Bhardwaj
Gold Answer:      [['Shraddha Kapoor', 'Priyanka Chopra', 'Tabu', 'Vivaan Shah', 'Kay Kay Menon', 'Shahid Kapoor']]
Predicted Ans:    Shahid Kapoor
Predicted Path:   Vishal Bhardwaj --[(INV) written_by]--> Haider --[starred_actors]--> Shahid Kapoor
Path (Raw):       Vishal Bhardwaj --[No Operation]--> Vishal Bhardwaj --[(INV) written_by]--> Haider --[starred_actors]--> Shahid Kapoor
Neg LogProb(↓):   0.082031
Path Entropy(↓):  0.346031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie west side story in a few words
Start Entity:     West Side Story
Gold Answer:      [['choreography', 'new york city', 'dance', 'robert wise', 'broadway', 'best picture', 'new york', 'shakespeare', 'music', 'musical', 'super panavision 70', 'long', 'gangs', 'stephen sondheim', 'natalie wood', 'romeo and juliet']]
Predicted Ans:    super panavision 70
Predicted Path:   West Side Story --[has_tags]--> super panavision 70 --[(INV) has_tags]--> West Side Story --[has_tags]--> super panavision 70
Path (Raw):       West Side Story --[has_tags]--> super panavision 70 --[(INV) has_tags]--> West Side Story --[has_tags]--> super panavision 70
Neg LogProb(↓):   0.005048
Path Entropy(↓):  0.035799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film to paint or make love
Start Entity:     To Paint or Make Love
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   To Paint or Make Love --[release_year]--> 2005 --[(INV) release_year]--> A Sound of Thunder --[release_year]--> 2005
Path (Raw):       To Paint or Make Love --[release_year]--> 2005 --[(INV) release_year]--> A Sound of Thunder --[release_year]--> 2005
Neg LogProb(↓):   3.335913
Path Entropy(↓):  4.727731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did fons rademakers direct
Start Entity:     Fons Rademakers
Gold Answer:      [['The Assault']]
Predicted Ans:    The Assault
Predicted Path:   Fons Rademakers --[(INV) directed_by]--> The Assault --[directed_by]--> Fons Rademakers --[(INV) directed_by]--> The Assault
Path (Raw):       Fons Rademakers --[(INV) directed_by]--> The Assault --[directed_by]--> Fons Rademakers --[(INV) directed_by]--> The Assault
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the spider's stratagem
Start Entity:     The Spider's Stratagem
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   The Spider's Stratagem --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Path (Raw):       The Spider's Stratagem --[release_year]--> 1970 --[(INV) release_year]--> Chariots of the Gods --[release_year]--> 1970
Neg LogProb(↓):   2.796788
Path Entropy(↓):  3.953898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie dirty filthy love starred who
Start Entity:     Dirty Filthy Love
Gold Answer:      [['Michael Sheen', 'Claudie Blakley', 'Anastasia Griffith', 'Adrian Bower']]
Predicted Ans:    Adrian Bower
Predicted Path:   Dirty Filthy Love --[starred_actors]--> Adrian Bower --[(INV) starred_actors]--> Dirty Filthy Love --[starred_actors]--> Adrian Bower
Path (Raw):       Dirty Filthy Love --[starred_actors]--> Adrian Bower --[(INV) starred_actors]--> Dirty Filthy Love --[starred_actors]--> Adrian Bower
Neg LogProb(↓):   0.817596
Path Entropy(↓):  1.543459
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did howard sackler write
Start Entity:     Howard Sackler
Gold Answer:      [['The Great White Hope']]
Predicted Ans:    The Great White Hope
Predicted Path:   Howard Sackler --[(INV) written_by]--> The Great White Hope --[written_by]--> Howard Sackler --[(INV) written_by]--> The Great White Hope
Path (Raw):       Howard Sackler --[(INV) written_by]--> The Great White Hope --[written_by]--> Howard Sackler --[(INV) written_by]--> The Great White Hope
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by spy kids actors release
Start Entity:     Spy Kids
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2007', '1998', '2009', '2010', '1995', '2001', '1996', '2002', '2012', '2011', '2013', '1988', '1999', '1986']]
Predicted Ans:    2001
Predicted Path:   Spy Kids --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[release_year]--> 2001
Path (Raw):       Spy Kids --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show --[release_year]--> 2001
Neg LogProb(↓):   1.817145
Path Entropy(↓):  2.449773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie bitter victory
Start Entity:     Bitter Victory
Gold Answer:      [['Nicholas Ray']]
Predicted Ans:    Nicholas Ray
Predicted Path:   Bitter Victory --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> In a Lonely Place --[directed_by]--> Nicholas Ray
Path (Raw):       Bitter Victory --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> In a Lonely Place --[directed_by]--> Nicholas Ray
Neg LogProb(↓):   0.295999
Path Entropy(↓):  0.728982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by regis roinsard
Start Entity:     Régis Roinsard
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Régis Roinsard --[(INV) directed_by]--> Populaire --[in_language]--> French
Path (Raw):       Régis Roinsard --[No Operation]--> Régis Roinsard --[(INV) directed_by]--> Populaire --[in_language]--> French
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in valeria bruni tedeschi directed films
Start Entity:     Valeria Bruni Tedeschi
Gold Answer:      [['French']]
Predicted Ans:    Italian
Predicted Path:   Valeria Bruni Tedeschi --[(INV) starred_actors]--> Human Capital --[in_language]--> Italian
Path (Raw):       Valeria Bruni Tedeschi --[No Operation]--> Valeria Bruni Tedeschi --[(INV) starred_actors]--> Human Capital --[in_language]--> Italian
Neg LogProb(↓):   0.200734
Path Entropy(↓):  0.479804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share screenwriters with it happened one night were released in which years
Start Entity:     It Happened One Night
Gold Answer:      [['1946', '1936']]
Predicted Ans:    1934
Predicted Path:   It Happened One Night --[written_by]--> Samuel Hopkins Adams --[(INV) written_by]--> It Happened One Night --[release_year]--> 1934
Path (Raw):       It Happened One Night --[written_by]--> Samuel Hopkins Adams --[(INV) written_by]--> It Happened One Night --[release_year]--> 1934
Neg LogProb(↓):   0.698266
Path Entropy(↓):  1.031188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by the writer of the black swan
Start Entity:     The Black Swan
Gold Answer:      [['Frank Lloyd', 'George Sidney', 'Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   The Black Swan --[written_by]--> Rafael Sabatini --[(INV) written_by]--> The Sea Hawk --[directed_by]--> Michael Curtiz
Path (Raw):       The Black Swan --[written_by]--> Rafael Sabatini --[(INV) written_by]--> The Sea Hawk --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.325889
Path Entropy(↓):  0.741526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is death by china
Start Entity:     Death by China
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Death by China --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Death by China --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.887405
Path Entropy(↓):  4.144334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie time to leave
Start Entity:     Time to Leave
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Time to Leave --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Time to Leave --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.994553
Path Entropy(↓):  4.402995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by five corners actors release
Start Entity:     Five Corners
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1984', '1977', '2007', '2004', '1994', '1995', '1976', '2001', '1990', '1989', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1999', '1986']]
Predicted Ans:    2006
Predicted Path:   Five Corners --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[release_year]--> 2006
Path (Raw):       Five Corners --[starred_actors]--> Jodie Foster --[(INV) starred_actors]--> Inside Man --[release_year]--> 2006
Neg LogProb(↓):   0.801041
Path Entropy(↓):  2.016260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the deceivers
Start Entity:     The Deceivers
Gold Answer:      [['Pierce Brosnan', 'Saeed Jaffrey', 'Shashi Kapoor']]
Predicted Ans:    Pierce Brosnan
Predicted Path:   The Deceivers --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[starred_actors]--> Pierce Brosnan
Path (Raw):       The Deceivers --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> GoldenEye --[starred_actors]--> Pierce Brosnan
Neg LogProb(↓):   0.051206
Path Entropy(↓):  0.260914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of my life so far
Start Entity:     My Life So Far
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   My Life So Far --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       My Life So Far --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   1.578328
Path Entropy(↓):  3.573786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor robbie lee is a co - star of who
Start Entity:     Robbie Lee
Gold Answer:      [['Joanne Nail', 'Monica Gayle']]
Predicted Ans:    Monica Gayle
Predicted Path:   Robbie Lee --[(INV) starred_actors]--> Switchblade Sisters --[starred_actors]--> Monica Gayle
Path (Raw):       Robbie Lee --[No Operation]--> Robbie Lee --[(INV) starred_actors]--> Switchblade Sisters --[starred_actors]--> Monica Gayle
Neg LogProb(↓):   0.273447
Path Entropy(↓):  0.715115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of reinout oerlemans directed films
Start Entity:     Reinout Oerlemans
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Reinout Oerlemans --[(INV) directed_by]--> Stricken --[release_year]--> 2009
Path (Raw):       Reinout Oerlemans --[No Operation]--> Reinout Oerlemans --[(INV) directed_by]--> Stricken --[release_year]--> 2009
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the grudge 3
Start Entity:     The Grudge 3
Gold Answer:      [['Splinter']]
Predicted Ans:    The Grudge 3
Predicted Path:   The Grudge 3 --[directed_by]--> Toby Wilkins --[(INV) directed_by]--> The Grudge 3
Path (Raw):       The Grudge 3 --[No Operation]--> The Grudge 3 --[directed_by]--> Toby Wilkins --[(INV) directed_by]--> The Grudge 3
Neg LogProb(↓):   0.134994
Path Entropy(↓):  0.379371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films starred by nicholas clay
Start Entity:     Nicholas Clay
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Nicholas Clay --[(INV) starred_actors]--> Excalibur --[release_year]--> 1981
Path (Raw):       Nicholas Clay --[No Operation]--> Nicholas Clay --[(INV) starred_actors]--> Excalibur --[release_year]--> 1981
Neg LogProb(↓):   0.403423
Path Entropy(↓):  0.635566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by victoria foyt fall under
Start Entity:     Victoria Foyt
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Victoria Foyt --[(INV) written_by]--> Déjà Vu --[has_genre]--> Drama
Path (Raw):       Victoria Foyt --[No Operation]--> Victoria Foyt --[(INV) written_by]--> Déjà Vu --[has_genre]--> Drama
Neg LogProb(↓):   0.002665
Path Entropy(↓):  0.018440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of tina hirsch directed movies
Start Entity:     Tina Hirsch
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Tina Hirsch --[(INV) directed_by]--> Munchies --[release_year]--> 1987
Path (Raw):       Tina Hirsch --[No Operation]--> Tina Hirsch --[(INV) directed_by]--> Munchies --[release_year]--> 1987
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by laws of attraction actors
Start Entity:     Laws of Attraction
Gold Answer:      [['French', 'Irish', 'English', 'German', 'Korean', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Laws of Attraction --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Nomads --[in_language]--> French
Path (Raw):       Laws of Attraction --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Nomads --[in_language]--> French
Neg LogProb(↓):   0.686376
Path Entropy(↓):  0.738808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was sam pillsbury the director for
Start Entity:     Sam Pillsbury
Gold Answer:      [['Zandalee', 'Where the Red Fern Grows']]
Predicted Ans:    Zandalee
Predicted Path:   Sam Pillsbury --[(INV) directed_by]--> Zandalee --[directed_by]--> Sam Pillsbury --[(INV) directed_by]--> Zandalee
Path (Raw):       Sam Pillsbury --[(INV) directed_by]--> Zandalee --[directed_by]--> Sam Pillsbury --[(INV) directed_by]--> Zandalee
Neg LogProb(↓):   0.273444
Path Entropy(↓):  0.689358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie brave
Start Entity:     Brave
Gold Answer:      [['2012', '1994']]
Predicted Ans:    2012
Predicted Path:   Brave --[written_by]--> Irene Mecchi --[(INV) written_by]--> Brave --[release_year]--> 2012
Path (Raw):       Brave --[written_by]--> Irene Mecchi --[(INV) written_by]--> Brave --[release_year]--> 2012
Neg LogProb(↓):   0.712328
Path Entropy(↓):  1.525009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the ghost
Start Entity:     The Ghost
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The Ghost --[starred_actors]--> Barbara Steele --[(INV) starred_actors]--> Black Sunday --[in_language]--> Italian
Path (Raw):       The Ghost --[starred_actors]--> Barbara Steele --[(INV) starred_actors]--> Black Sunday --[in_language]--> Italian
Neg LogProb(↓):   0.106126
Path Entropy(↓):  0.353075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of on the beach
Start Entity:     On the Beach
Gold Answer:      [['The Shadow', 'The Lost Battalion', 'Tale of the Mummy', 'Ship of Fools', 'The Pride and the Passion', 'The Secret of Santa Vittoria', 'The Real McCoy', 'Inherit the Wind', "Guess Who's Coming to Dinner", 'Judgment at Nuremberg', 'Highlander', 'Ricochet', "It's a Mad, Mad, Mad, Mad World", 'Oklahoma Crude', 'Not as a Stranger', 'Mysterious Island', 'Razorback', 'The Defiant Ones', 'Silent Trigger']]
Predicted Ans:    Judgment at Nuremberg
Predicted Path:   On the Beach --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Judgment at Nuremberg
Path (Raw):       On the Beach --[No Operation]--> On the Beach --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Judgment at Nuremberg
Neg LogProb(↓):   0.612916
Path Entropy(↓):  1.299868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed rest stop
Start Entity:     Rest Stop
Gold Answer:      [['John Shiban']]
Predicted Ans:    John Shiban
Predicted Path:   Rest Stop --[directed_by]--> John Shiban --[(INV) directed_by]--> Rest Stop --[directed_by]--> John Shiban
Path (Raw):       Rest Stop --[directed_by]--> John Shiban --[(INV) directed_by]--> Rest Stop --[directed_by]--> John Shiban
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by benh zeitlin were in which genres
Start Entity:     Benh Zeitlin
Gold Answer:      [['Drama', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   Benh Zeitlin --[(INV) directed_by]--> Beasts of the Southern Wild --[has_genre]--> Drama
Path (Raw):       Benh Zeitlin --[No Operation]--> Benh Zeitlin --[(INV) directed_by]--> Beasts of the Southern Wild --[has_genre]--> Drama
Neg LogProb(↓):   0.012756
Path Entropy(↓):  0.068120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did paul wheeler write
Start Entity:     Paul Wheeler
Gold Answer:      [['A Breed Apart']]
Predicted Ans:    A Breed Apart
Predicted Path:   Paul Wheeler --[(INV) written_by]--> A Breed Apart --[written_by]--> Paul Wheeler --[(INV) written_by]--> A Breed Apart
Path (Raw):       Paul Wheeler --[(INV) written_by]--> A Breed Apart --[written_by]--> Paul Wheeler --[(INV) written_by]--> A Breed Apart
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in tumbleweeds
Start Entity:     Tumbleweeds
Gold Answer:      [['2006', '2002', '2004']]
Predicted Ans:    1999
Predicted Path:   Tumbleweeds --[starred_actors]--> Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[release_year]--> 1999
Path (Raw):       Tumbleweeds --[starred_actors]--> Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[release_year]--> 1999
Neg LogProb(↓):   0.201705
Path Entropy(↓):  0.556835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by charlton ogburn jr. were directed by who
Start Entity:     Charlton Ogburn Jr.
Gold Answer:      [['Samuel Fuller']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Charlton Ogburn Jr. --[(INV) written_by]--> Merrill's Marauders --[directed_by]--> Samuel Fuller
Path (Raw):       Charlton Ogburn Jr. --[No Operation]--> Charlton Ogburn Jr. --[(INV) written_by]--> Merrill's Marauders --[directed_by]--> Samuel Fuller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the human tornado
Start Entity:     The Human Tornado
Gold Answer:      [['1975', '1979']]
Predicted Ans:    1975
Predicted Path:   The Human Tornado --[starred_actors]--> Rudy Ray Moore --[(INV) starred_actors]--> Dolemite --[release_year]--> 1975
Path (Raw):       The Human Tornado --[starred_actors]--> Rudy Ray Moore --[(INV) starred_actors]--> Dolemite --[release_year]--> 1975
Neg LogProb(↓):   0.007797
Path Entropy(↓):  0.048334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by orlando jones
Start Entity:     Orlando Jones
Gold Answer:      [['Johan Grimonprez', 'Peter Hyams', 'Ivan Reitman', 'Reggie Rock Bythewood', 'Charles Stone III']]
Predicted Ans:    Ivan Reitman
Predicted Path:   Orlando Jones --[(INV) starred_actors]--> Evolution --[directed_by]--> Ivan Reitman
Path (Raw):       Orlando Jones --[No Operation]--> Orlando Jones --[(INV) starred_actors]--> Evolution --[directed_by]--> Ivan Reitman
Neg LogProb(↓):   0.214270
Path Entropy(↓):  0.623162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by divine intervention screenwriters
Start Entity:     Divine Intervention
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Divine Intervention --[written_by]--> Elia Suleiman --[(INV) written_by]--> 7 Days in Havana --[in_language]--> Spanish
Path (Raw):       Divine Intervention --[written_by]--> Elia Suleiman --[(INV) written_by]--> 7 Days in Havana --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with elizabeth kata
Start Entity:     Elizabeth Kata
Gold Answer:      [['Guy Green']]
Predicted Ans:    Elizabeth Kata
Predicted Path:   Elizabeth Kata --[(INV) written_by]--> A Patch of Blue --[written_by]--> Elizabeth Kata
Path (Raw):       Elizabeth Kata --[No Operation]--> Elizabeth Kata --[(INV) written_by]--> A Patch of Blue --[written_by]--> Elizabeth Kata
Neg LogProb(↓):   0.001805
Path Entropy(↓):  0.013209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film rise of the zombies
Start Entity:     Rise of the Zombies
Gold Answer:      [['1983', '1980', '2010', '1991', '1982', '1996', '2006', '1985', '1999', '2002', '1979', '2004', '2011']]
Predicted Ans:    1979
Predicted Path:   Rise of the Zombies --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Manhattan --[release_year]--> 1979
Path (Raw):       Rise of the Zombies --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Manhattan --[release_year]--> 1979
Neg LogProb(↓):   0.940246
Path Entropy(↓):  1.463483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jody savin were in which languages
Start Entity:     Jody Savin
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Jody Savin --[(INV) written_by]--> Bottle Shock --[in_language]--> French
Path (Raw):       Jody Savin --[No Operation]--> Jody Savin --[(INV) written_by]--> Bottle Shock --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by claire holt were directed by who
Start Entity:     Claire Holt
Gold Answer:      [['Steve Taylor']]
Predicted Ans:    Steve Taylor
Predicted Path:   Claire Holt --[(INV) starred_actors]--> Blue Like Jazz --[directed_by]--> Steve Taylor
Path (Raw):       Claire Holt --[No Operation]--> Claire Holt --[(INV) starred_actors]--> Blue Like Jazz --[directed_by]--> Steve Taylor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by jason reitman
Start Entity:     Jason Reitman
Gold Answer:      [['Kate Winslet', 'Aaron Eckhart', 'Josh Brolin', 'George Clooney']]
Predicted Ans:    Aaron Eckhart
Predicted Path:   Jason Reitman --[(INV) written_by]--> Thank You for Smoking --[starred_actors]--> Aaron Eckhart
Path (Raw):       Jason Reitman --[No Operation]--> Jason Reitman --[(INV) written_by]--> Thank You for Smoking --[starred_actors]--> Aaron Eckhart
Neg LogProb(↓):   0.032184
Path Entropy(↓):  0.140543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film my name is khan were in which genres
Start Entity:     My Name Is Khan
Gold Answer:      [['Romance', 'Musical', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   My Name Is Khan --[starred_actors]--> Shah Rukh Khan --[(INV) starred_actors]--> Don 2 --[has_genre]--> Action
Path (Raw):       My Name Is Khan --[starred_actors]--> Shah Rukh Khan --[(INV) starred_actors]--> Don 2 --[has_genre]--> Action
Neg LogProb(↓):   1.324711
Path Entropy(↓):  1.047378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the book of eli
Start Entity:     The Book of Eli
Gold Answer:      [['After Earth']]
Predicted Ans:    The Book of Eli
Predicted Path:   The Book of Eli --[written_by]--> Gary Whitta --[(INV) written_by]--> The Book of Eli
Path (Raw):       The Book of Eli --[No Operation]--> The Book of Eli --[written_by]--> Gary Whitta --[(INV) written_by]--> The Book of Eli
Neg LogProb(↓):   0.991542
Path Entropy(↓):  1.559928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What sort of movie is sylvia scarlett
Start Entity:     Sylvia Scarlett
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sylvia Scarlett --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Sylvia Scarlett --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.179250
Path Entropy(↓):  4.392535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by thomas vinterberg were written by who
Start Entity:     Thomas Vinterberg
Gold Answer:      [['Jonas T. Bengtsson', 'Mogens Rukov', 'Lars von Trier']]
Predicted Ans:    Thomas Vinterberg
Predicted Path:   Thomas Vinterberg --[(INV) directed_by]--> The Hunt --[written_by]--> Thomas Vinterberg
Path (Raw):       Thomas Vinterberg --[No Operation]--> Thomas Vinterberg --[(INV) directed_by]--> The Hunt --[written_by]--> Thomas Vinterberg
Neg LogProb(↓):   0.126566
Path Entropy(↓):  0.483220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter alan martin co - wrote movies with who
Start Entity:     Alan Martin
Gold Answer:      [['Jamie Hewlett']]
Predicted Ans:    Alan Martin
Predicted Path:   Alan Martin --[(INV) written_by]--> Tank Girl --[written_by]--> Alan Martin
Path (Raw):       Alan Martin --[No Operation]--> Alan Martin --[(INV) written_by]--> Tank Girl --[written_by]--> Alan Martin
Neg LogProb(↓):   0.000167
Path Entropy(↓):  0.001619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the author of freddy got fingered
Start Entity:     Freddy Got Fingered
Gold Answer:      [['Tom Green']]
Predicted Ans:    Tom Green
Predicted Path:   Freddy Got Fingered --[written_by]--> Tom Green --[(INV) written_by]--> Freddy Got Fingered --[written_by]--> Tom Green
Path (Raw):       Freddy Got Fingered --[written_by]--> Tom Green --[(INV) written_by]--> Freddy Got Fingered --[written_by]--> Tom Green
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by godfrey reggio
Start Entity:     Godfrey Reggio
Gold Answer:      [['Hopi']]
Predicted Ans:    Godfrey Reggio
Predicted Path:   Godfrey Reggio --[(INV) directed_by]--> Naqoyqatsi --[directed_by]--> Godfrey Reggio
Path (Raw):       Godfrey Reggio --[No Operation]--> Godfrey Reggio --[(INV) directed_by]--> Naqoyqatsi --[directed_by]--> Godfrey Reggio
Neg LogProb(↓):   0.618461
Path Entropy(↓):  0.704525
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director of april in paris
Start Entity:     April in Paris
Gold Answer:      [['David Butler']]
Predicted Ans:    David Butler
Predicted Path:   April in Paris --[directed_by]--> David Butler --[(INV) directed_by]--> It's a Great Feeling --[directed_by]--> David Butler
Path (Raw):       April in Paris --[directed_by]--> David Butler --[(INV) directed_by]--> It's a Great Feeling --[directed_by]--> David Butler
Neg LogProb(↓):   0.155256
Path Entropy(↓):  0.644105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by jehane noujaim
Start Entity:     Jehane Noujaim
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jehane Noujaim --[(INV) written_by]--> Control Room --[has_genre]--> Documentary
Path (Raw):       Jehane Noujaim --[No Operation]--> Jehane Noujaim --[(INV) written_by]--> Control Room --[has_genre]--> Documentary
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by nigel hawthorne
Start Entity:     Nigel Hawthorne
Gold Answer:      [['Richard Rich', 'Anthony Asquith', 'Ted Berman', 'David Mamet', 'Steven Spielberg']]
Predicted Ans:    David Mamet
Predicted Path:   Nigel Hawthorne --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Path (Raw):       Nigel Hawthorne --[No Operation]--> Nigel Hawthorne --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Neg LogProb(↓):   0.261834
Path Entropy(↓):  0.777436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by geraldine pailhas
Start Entity:     Géraldine Pailhas
Gold Answer:      [['Nicole Garcia', 'Emmanuel Carrère']]
Predicted Ans:    Nicole Garcia
Predicted Path:   Géraldine Pailhas --[(INV) starred_actors]--> The Adversary --[written_by]--> Nicole Garcia
Path (Raw):       Géraldine Pailhas --[No Operation]--> Géraldine Pailhas --[(INV) starred_actors]--> The Adversary --[written_by]--> Nicole Garcia
Neg LogProb(↓):   0.016510
Path Entropy(↓):  0.083573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The sentinel is a film written by this person
Start Entity:     The Sentinel
Gold Answer:      [['Jeffrey Konvitz', 'Michael Winner']]
Predicted Ans:    Michael Winner
Predicted Path:   The Sentinel --[written_by]--> Michael Winner --[(INV) written_by]--> Firepower --[written_by]--> Michael Winner
Path (Raw):       The Sentinel --[written_by]--> Michael Winner --[(INV) written_by]--> Firepower --[written_by]--> Michael Winner
Neg LogProb(↓):   0.650554
Path Entropy(↓):  1.312642
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of joe ranft directed movies
Start Entity:     Joe Ranft
Gold Answer:      [['John Lasseter', 'Bonnie Hunt']]
Predicted Ans:    John Lasseter
Predicted Path:   Joe Ranft --[(INV) directed_by]--> Cars --[written_by]--> John Lasseter
Path (Raw):       Joe Ranft --[No Operation]--> Joe Ranft --[(INV) directed_by]--> Cars --[written_by]--> John Lasseter
Neg LogProb(↓):   0.005192
Path Entropy(↓):  0.038155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the shakiest gun in the west was directed by who
Start Entity:     The Shakiest Gun in the West
Gold Answer:      [['Alan Rafkin']]
Predicted Ans:    Alan Rafkin
Predicted Path:   The Shakiest Gun in the West --[directed_by]--> Alan Rafkin --[(INV) directed_by]--> Ski Party --[directed_by]--> Alan Rafkin
Path (Raw):       The Shakiest Gun in the West --[directed_by]--> Alan Rafkin --[(INV) directed_by]--> Ski Party --[directed_by]--> Alan Rafkin
Neg LogProb(↓):   0.398152
Path Entropy(↓):  0.637468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does ana torrent star in
Start Entity:     Ana Torrent
Gold Answer:      [['Vacas']]
Predicted Ans:    The Red Squirrel
Predicted Path:   Ana Torrent --[(INV) starred_actors]--> Vacas --[starred_actors]--> Emma Suárez --[(INV) starred_actors]--> The Red Squirrel
Path (Raw):       Ana Torrent --[(INV) starred_actors]--> Vacas --[starred_actors]--> Emma Suárez --[(INV) starred_actors]--> The Red Squirrel
Neg LogProb(↓):   0.019168
Path Entropy(↓):  0.112580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films was stuart cooper a writer on
Start Entity:     Stuart Cooper
Gold Answer:      [['Overlord']]
Predicted Ans:    Overlord
Predicted Path:   Stuart Cooper --[(INV) written_by]--> Overlord --[written_by]--> Stuart Cooper --[(INV) written_by]--> Overlord
Path (Raw):       Stuart Cooper --[(INV) written_by]--> Overlord --[written_by]--> Stuart Cooper --[(INV) written_by]--> Overlord
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is true love
Start Entity:     True Love
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   True Love --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       True Love --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.240813
Path Entropy(↓):  4.432349
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of push is also the director of which movies
Start Entity:     Push
Gold Answer:      [['Gangster No. 1', 'Lucky Number Slevin', 'Wicker Park', 'The Reckoning']]
Predicted Ans:    Gangster No. 1
Predicted Path:   Push --[directed_by]--> Paul McGuigan --[(INV) directed_by]--> Gangster No. 1
Path (Raw):       Push --[directed_by]--> Paul McGuigan --[(INV) directed_by]--> Gangster No. 1 --[No Operation]--> Gangster No. 1
Neg LogProb(↓):   0.537903
Path Entropy(↓):  1.048127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the last hurrah are directed by who
Start Entity:     The Last Hurrah
Gold Answer:      [['George Cukor', 'Edward Dmytryk', 'Fritz Lang', 'Norman Taurog', 'Mervyn LeRoy', 'Richard Thorpe', 'Rouben Mamoulian', 'Frank Borzage', 'Walter Lang', 'John Ford', 'George Sidney', 'Michael Curtiz', 'Stanley Kramer', 'Frank Capra', 'Harry Lachman', 'Vincente Minnelli', 'John Sturges', 'Victor Fleming', 'John S. Robertson', 'Jack Conway', 'David Ayer', 'Fred Zinnemann', 'Clarence Brown', 'Michael Gottlieb', 'George Stevens', 'Harold S. Bucquet', 'Elia Kazan', 'J. Walter Ruben']]
Predicted Ans:    Rouben Mamoulian
Predicted Path:   The Last Hurrah --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[directed_by]--> Rouben Mamoulian
Path (Raw):       The Last Hurrah --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[directed_by]--> Rouben Mamoulian
Neg LogProb(↓):   1.522365
Path Entropy(↓):  2.816795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the last starfighter
Start Entity:     The Last Starfighter
Gold Answer:      [['1962', '1997', '1954', '2014', '1987', '1958']]
Predicted Ans:    1997
Predicted Path:   The Last Starfighter --[starred_actors]--> Dan O'Herlihy --[(INV) starred_actors]--> Robinson Crusoe --[release_year]--> 1997
Path (Raw):       The Last Starfighter --[starred_actors]--> Dan O'Herlihy --[(INV) starred_actors]--> Robinson Crusoe --[release_year]--> 1997
Neg LogProb(↓):   1.275948
Path Entropy(↓):  1.815583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by donald rumsfeld
Start Entity:     Donald Rumsfeld
Gold Answer:      [['Errol Morris']]
Predicted Ans:    Errol Morris
Predicted Path:   Donald Rumsfeld --[(INV) starred_actors]--> The Unknown Known --[directed_by]--> Errol Morris
Path (Raw):       Donald Rumsfeld --[No Operation]--> Donald Rumsfeld --[(INV) starred_actors]--> The Unknown Known --[directed_by]--> Errol Morris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of son of flubber also directed which movies
Start Entity:     Son of Flubber
Gold Answer:      [['Mary Poppins', 'Bedknobs and Broomsticks', 'My Forbidden Past', 'Johnny Tremain', 'Old Yeller', 'The Gnome-Mobile', "Darby O'Gill and the Little People", 'In Search of the Castaways', 'The Woman on Pier 13', 'Jane Eyre', 'Back Street', 'The Shaggy D.A.', "Blackbeard's Ghost", 'Walk Softly, Stranger', 'The Las Vegas Story', "King Solomon's Mines", 'That Darn Cat!']]
Predicted Ans:    King Solomon's Mines
Predicted Path:   Son of Flubber --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines
Path (Raw):       Son of Flubber --[directed_by]--> Robert Stevenson --[(INV) directed_by]--> King Solomon's Mines --[No Operation]--> King Solomon's Mines
Neg LogProb(↓):   0.437798
Path Entropy(↓):  1.491732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by sonja henie
Start Entity:     Sonja Henie
Gold Answer:      [['Jill Sprecher', 'Sidney Lanfield']]
Predicted Ans:    Sidney Lanfield
Predicted Path:   Sonja Henie --[(INV) starred_actors]--> Thin Ice --[directed_by]--> Sidney Lanfield
Path (Raw):       Sonja Henie --[No Operation]--> Sonja Henie --[(INV) starred_actors]--> Thin Ice --[directed_by]--> Sidney Lanfield
Neg LogProb(↓):   0.577118
Path Entropy(↓):  0.693094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for last stand at saber river
Start Entity:     Last Stand at Saber River
Gold Answer:      [['Elmore Leonard']]
Predicted Ans:    Elmore Leonard
Predicted Path:   Last Stand at Saber River --[written_by]--> Elmore Leonard --[(INV) written_by]--> Stick --[written_by]--> Elmore Leonard
Path (Raw):       Last Stand at Saber River --[written_by]--> Elmore Leonard --[(INV) written_by]--> Stick --[written_by]--> Elmore Leonard
Neg LogProb(↓):   0.697503
Path Entropy(↓):  1.276357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by send me no flowers writers release
Start Entity:     Send Me No Flowers
Gold Answer:      [['1983', '1972', '1966', '1944', '1954', '1938', '1932', '1961', '1941', '1958']]
Predicted Ans:    1972
Predicted Path:   Send Me No Flowers --[written_by]--> Julius J. Epstein --[(INV) written_by]--> Pete 'n' Tillie --[release_year]--> 1972
Path (Raw):       Send Me No Flowers --[written_by]--> Julius J. Epstein --[(INV) written_by]--> Pete 'n' Tillie --[release_year]--> 1972
Neg LogProb(↓):   0.947204
Path Entropy(↓):  1.756850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by chain lightning screenwriters
Start Entity:     Chain Lightning
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Musical']]
Predicted Ans:    Horror
Predicted Path:   Chain Lightning --[written_by]--> Lester Cole --[(INV) written_by]--> The Invisible Man Returns --[has_genre]--> Horror
Path (Raw):       Chain Lightning --[written_by]--> Lester Cole --[(INV) written_by]--> The Invisible Man Returns --[has_genre]--> Horror
Neg LogProb(↓):   0.010037
Path Entropy(↓):  0.060958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with small faces in
Start Entity:     Small Faces
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Small Faces --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> Hideous Kinky --[in_language]--> English
Path (Raw):       Small Faces --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> Hideous Kinky --[in_language]--> English
Neg LogProb(↓):   0.044455
Path Entropy(↓):  0.229276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in michael r. roskam directed films
Start Entity:     Michaël R. Roskam
Gold Answer:      [['Flemish']]
Predicted Ans:    Flemish
Predicted Path:   Michaël R. Roskam --[(INV) written_by]--> Bullhead --[in_language]--> Flemish
Path (Raw):       Michaël R. Roskam --[No Operation]--> Michaël R. Roskam --[(INV) written_by]--> Bullhead --[in_language]--> Flemish
Neg LogProb(↓):   0.257805
Path Entropy(↓):  0.536234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by b. z. goldberg
Start Entity:     B.Z. Goldberg
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   B.Z. Goldberg --[(INV) starred_actors]--> Promises --[release_year]--> 2001
Path (Raw):       B.Z. Goldberg --[No Operation]--> B.Z. Goldberg --[(INV) starred_actors]--> Promises --[release_year]--> 2001
Neg LogProb(↓):   0.001388
Path Entropy(↓):  0.010513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of world's greatest dad
Start Entity:     World's Greatest Dad
Gold Answer:      [['Joel Murray', 'Tara Lynne Barr', 'Bobcat Goldthwait', 'Julie Brown']]
Predicted Ans:    Robin Williams
Predicted Path:   World's Greatest Dad --[written_by]--> Bobcat Goldthwait --[(INV) written_by]--> World's Greatest Dad --[starred_actors]--> Robin Williams
Path (Raw):       World's Greatest Dad --[written_by]--> Bobcat Goldthwait --[(INV) written_by]--> World's Greatest Dad --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.010810
Path Entropy(↓):  0.064902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in bang bang you're dead
Start Entity:     Bang Bang You're Dead
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Bang Bang You're Dead --[starred_actors]--> Ben Foster --[(INV) starred_actors]--> Pandorum --[has_genre]--> Horror
Path (Raw):       Bang Bang You're Dead --[starred_actors]--> Ben Foster --[(INV) starred_actors]--> Pandorum --[has_genre]--> Horror
Neg LogProb(↓):   0.117205
Path Entropy(↓):  0.471684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was adanggaman written by
Start Entity:     Adanggaman
Gold Answer:      [["Roger Gnoan M'Bala"]]
Predicted Ans:    Roger Gnoan M'Bala
Predicted Path:   Adanggaman --[written_by]--> Roger Gnoan M'Bala --[(INV) written_by]--> Adanggaman --[written_by]--> Roger Gnoan M'Bala
Path (Raw):       Adanggaman --[written_by]--> Roger Gnoan M'Bala --[(INV) written_by]--> Adanggaman --[written_by]--> Roger Gnoan M'Bala
Neg LogProb(↓):   0.007876
Path Entropy(↓):  0.046134
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film water lilies
Start Entity:     Water Lilies
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Water Lilies --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       Water Lilies --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   1.660661
Path Entropy(↓):  2.708311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie she - devil were in which languages
Start Entity:     She-Devil
Gold Answer:      [['English', 'Polish']]
Predicted Ans:    English
Predicted Path:   She-Devil --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Path (Raw):       She-Devil --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Hope Springs --[in_language]--> English
Neg LogProb(↓):   0.628342
Path Entropy(↓):  0.727399
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the anniversary
Start Entity:     The Anniversary
Gold Answer:      [['The Vampire Lovers', 'Moon Zero Two', 'The Monster Club', 'Scars of Dracula', 'A Night to Remember', 'Inferno', "Don't Bother to Knock", 'Asylum', 'The Vault of Horror']]
Predicted Ans:    Inferno
Predicted Path:   The Anniversary --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno
Path (Raw):       The Anniversary --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[No Operation]--> Inferno
Neg LogProb(↓):   0.300981
Path Entropy(↓):  0.795508
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie nobody lives forever
Start Entity:     Nobody Lives Forever
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Nobody Lives Forever --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Path (Raw):       Nobody Lives Forever --[release_year]--> 1946 --[(INV) release_year]--> Beware of Pity --[release_year]--> 1946
Neg LogProb(↓):   1.607737
Path Entropy(↓):  2.811893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the client
Start Entity:     The Client
Gold Answer:      [['William Sadler', 'Patrick Wilson', "Vincent D'Onofrio", 'Sandra Bullock', 'Emilio Estevez', 'Andrew McCarthy', 'Miranda Richardson', 'Radha Mitchell', 'Kevin Spacey', 'Anthony Hopkins', 'Robert De Niro', 'Barry Brown', 'Gerard Butler', 'Lily Tomlin', 'Michael Caine', 'Bill Paxton', 'Charles Grodin', 'Ellen Barkin', 'Nicolas Cage', 'Forest Whitaker', 'William Baldwin', 'Demi Moore', 'Jim Carrey', 'Rob Lowe', 'Michael Douglas', 'Ned Beatty', 'Kiefer Sutherland', 'Ice Cube', 'Chris Rock', 'Nicole Kidman', 'Campbell Scott', 'Julia Roberts', 'Sean Young', 'Isabella Rossellini', 'Ted Danson', 'William Petersen', 'Colin Farrell', 'Val Kilmer', 'Robert Duvall', 'Michael Fassbender', 'Henry Cavill', 'Dominic Purcell', 'Laurence Fishburne', 'Jeff Bridges', 'Frank Langella', 'Samuel L. Jackson', 'Philip Seymour Hoffman', 'Adam Baldwin', 'Matthew McConaughey', 'Colleen Dewhurst', 'Kevin Bacon', 'Max Gail', 'Mr. T', 'Tommy Lee Jones', 'Emmy Rossum']]
Predicted Ans:    Emilio Estevez
Predicted Path:   The Client --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[starred_actors]--> Emilio Estevez
Path (Raw):       The Client --[directed_by]--> Joel Schumacher --[(INV) directed_by]--> St. Elmo's Fire --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.103943
Path Entropy(↓):  0.483299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter pablo trapero
Start Entity:     Pablo Trapero
Gold Answer:      [['Rodrigo Santoro', 'Ricardo Darín', 'Elli Medeiros', 'Daniel Valenzuela', 'Luis Margani', 'Adriana Aizemberg']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Pablo Trapero --[(INV) written_by]--> Carancho --[starred_actors]--> Ricardo Darín
Path (Raw):       Pablo Trapero --[No Operation]--> Pablo Trapero --[(INV) written_by]--> Carancho --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.000300
Path Entropy(↓):  0.002987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor mena suvari is a co - star of who
Start Entity:     Mena Suvari
Gold Answer:      [['Jason Biggs', 'James Franco', 'Stephen Rea', 'Tim Roth', 'Catherine Deneuve', 'Rob Schneider', 'Katharine McPhee', 'Dave Annable', 'Brenda Blethyn', 'Harry Dean Stanton']]
Predicted Ans:    James Franco
Predicted Path:   Mena Suvari --[(INV) starred_actors]--> Sonny --[starred_actors]--> James Franco
Path (Raw):       Mena Suvari --[No Operation]--> Mena Suvari --[(INV) starred_actors]--> Sonny --[starred_actors]--> James Franco
Neg LogProb(↓):   0.075921
Path Entropy(↓):  0.311101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of the usual suspects
Start Entity:     The Usual Suspects
Gold Answer:      [['The Whole Ten Yards', 'Trial by Jury', 'End of Days', 'Shark in Venice', 'Excess Baggage', 'Played', 'Juwanna Mann', 'A Simple Twist of Fate', 'One Tough Cop', 'Things We Lost in the Fire', 'Threesome', 'Clean Slate', 'Basquiat', 'Wah-Wah', 'Deterrence', 'Truth or Consequences, N.M.', 'The Wolfman', 'Point of No Return', 'Dead Awake', 'Fled', 'Fear and Loathing in Las Vegas', 'Crimetime', "A Soldier's Tale", 'Money for Nothing', "Miller's Crossing", 'The Pledge', 'Columbus Circle', 'Traffic', 'House Arrest', 'Ricochet', 'The Way of the Gun', 'Ghost Ship', 'Gothic', 'Crossing the Bridge', 'Stigmata', 'Hello Again', 'Cool World', 'Grace Unplugged', 'The Hunted']]
Predicted Ans:    Threesome
Predicted Path:   The Usual Suspects --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> Threesome
Path (Raw):       The Usual Suspects --[starred_actors]--> Stephen Baldwin --[No Operation]--> Stephen Baldwin --[(INV) starred_actors]--> Threesome
Neg LogProb(↓):   0.880490
Path Entropy(↓):  1.527039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor e. quincy sloan is a co - star of who
Start Entity:     E. Quincy Sloan
Gold Answer:      [['Kinsey Packard', 'Chris Marquette', 'Brooke Nevin']]
Predicted Ans:    Brooke Nevin
Predicted Path:   E. Quincy Sloan --[(INV) starred_actors]--> Infestation --[starred_actors]--> Brooke Nevin
Path (Raw):       E. Quincy Sloan --[No Operation]--> E. Quincy Sloan --[(INV) starred_actors]--> Infestation --[starred_actors]--> Brooke Nevin
Neg LogProb(↓):   0.398777
Path Entropy(↓):  0.860045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by george roy hill
Start Entity:     George Roy Hill
Gold Answer:      [['1962', '1988', '1963', '1964', '1975', '1972', '1966', '1982', '1973', '1967', '1979', '1969', '1977']]
Predicted Ans:    1969
Predicted Path:   George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Path (Raw):       George Roy Hill --[No Operation]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Neg LogProb(↓):   0.752873
Path Entropy(↓):  1.769986
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film phaedra starred which actors
Start Entity:     Phaedra
Gold Answer:      [['Anthony Perkins', 'Melina Mercouri', 'Raf Vallone']]
Predicted Ans:    Melina Mercouri
Predicted Path:   Phaedra --[starred_actors]--> Melina Mercouri --[(INV) starred_actors]--> Phaedra --[starred_actors]--> Melina Mercouri
Path (Raw):       Phaedra --[starred_actors]--> Melina Mercouri --[(INV) starred_actors]--> Phaedra --[starred_actors]--> Melina Mercouri
Neg LogProb(↓):   0.054713
Path Entropy(↓):  0.253963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film alexander nevsky
Start Entity:     Alexander Nevsky
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alexander Nevsky --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Alexander Nevsky --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.593589
Path Entropy(↓):  4.629242
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film 22 jump street starred which actors
Start Entity:     22 Jump Street
Gold Answer:      [['Jonah Hill', 'Channing Tatum']]
Predicted Ans:    Channing Tatum
Predicted Path:   22 Jump Street --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> Haywire --[starred_actors]--> Channing Tatum
Path (Raw):       22 Jump Street --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> Haywire --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.820690
Path Entropy(↓):  1.322774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the pact were directed by who
Start Entity:     The Pact
Gold Answer:      [['Nicholas McCarthy']]
Predicted Ans:    Nicholas McCarthy
Predicted Path:   The Pact --[written_by]--> Nicholas McCarthy --[(INV) written_by]--> The Pact --[directed_by]--> Nicholas McCarthy
Path (Raw):       The Pact --[written_by]--> Nicholas McCarthy --[(INV) written_by]--> The Pact --[directed_by]--> Nicholas McCarthy
Neg LogProb(↓):   0.008315
Path Entropy(↓):  0.047946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by killing season actors release
Start Entity:     Killing Season
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '1985', '1984', '1977', '2007', '1968', '1998', '2009', '2010', '2004', '1982', '1973', '2014', '1994', '1983', '1976', '1995', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '1955', '2011', '2013', '1962', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2011
Predicted Path:   Killing Season --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Killer Elite --[release_year]--> 2011
Path (Raw):       Killing Season --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Killer Elite --[release_year]--> 2011
Neg LogProb(↓):   2.170739
Path Entropy(↓):  3.624762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does brigitte nielsen appear in
Start Entity:     Brigitte Nielsen
Gold Answer:      [['Cobra', 'Red Sonja']]
Predicted Ans:    Red Sonja
Predicted Path:   Brigitte Nielsen --[(INV) starred_actors]--> Red Sonja --[starred_actors]--> Sandahl Bergman --[(INV) starred_actors]--> Red Sonja
Path (Raw):       Brigitte Nielsen --[(INV) starred_actors]--> Red Sonja --[starred_actors]--> Sandahl Bergman --[(INV) starred_actors]--> Red Sonja
Neg LogProb(↓):   0.079848
Path Entropy(↓):  0.344739
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the cotton club
Start Entity:     The Cotton Club
Gold Answer:      [['Francis Ford Coppola', 'Elliott Nugent', 'Sydney Pollack', 'Joseph Anthony', 'Jack Clayton', 'Martin Scorsese', 'Baz Luhrmann', 'Franklin J. Schaffner', 'Woody Allen']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   The Cotton Club --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[directed_by]--> Francis Ford Coppola
Path (Raw):       The Cotton Club --[written_by]--> Francis Ford Coppola --[(INV) written_by]--> The Conversation --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.417585
Path Entropy(↓):  1.793813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie crossfire hurricane
Start Entity:     Crossfire Hurricane
Gold Answer:      [['2002', '2007']]
Predicted Ans:    2007
Predicted Path:   Crossfire Hurricane --[directed_by]--> Brett Morgen --[(INV) directed_by]--> Chicago 10 --[release_year]--> 2007
Path (Raw):       Crossfire Hurricane --[directed_by]--> Brett Morgen --[(INV) directed_by]--> Chicago 10 --[release_year]--> 2007
Neg LogProb(↓):   0.113344
Path Entropy(↓):  0.421262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in smokin'aces
Start Entity:     Smokin' Aces
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Smokin' Aces --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop --[has_genre]--> Comedy
Path (Raw):       Smokin' Aces --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop --[has_genre]--> Comedy
Neg LogProb(↓):   0.007916
Path Entropy(↓):  0.061176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie accident
Start Entity:     Accident
Gold Answer:      [['Fritz Lang', 'Evan Jones', 'Tom Stoppard', 'George Tabori', 'Marco Denevi', 'Henrik Ibsen', 'Glenn Leopold', 'Neal Barbera', 'Robert Shaw', 'Tennessee Williams', 'Jim Holdaway', "Peter O'Donnell", 'Stanley Ellin', 'Thomas Wiseman', 'Joseph Losey', 'Barry England', 'Dalton Trumbo', 'Hugo Butler', 'Thea von Harbou', 'James Hadley Chase', 'Robin Maugham', 'Harold Pinter']]
Predicted Ans:    Barry England
Predicted Path:   Accident --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[written_by]--> Barry England
Path (Raw):       Accident --[directed_by]--> Joseph Losey --[(INV) directed_by]--> Figures in a Landscape --[written_by]--> Barry England
Neg LogProb(↓):   1.238868
Path Entropy(↓):  2.189568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of they only kill their masters
Start Entity:     They Only Kill Their Masters
Gold Answer:      [['Games', 'The Fan', 'Victor Victoria', 'The Notebook', "Murphy's Romance", 'Duel at Diablo', 'The Americanization of Emily', 'Sunset', 'Skin Game', 'The Swarm', 'The Stepford Wives', 'That Evening Sun', 'Mister Buddwing', 'The Wheeler Dealers', 'The Majestic', "Boys' Night Out", 'Tank', 'The Great Escape', 'Creepshow', 'Sayonara', 'The Castaway Cowboy', 'Support Your Local Sheriff!', 'Grand Prix', 'Maverick', 'My Fellow Americans', 'The Graduate', 'Up Periscope', 'The Legacy', 'Hellfighters', 'Dead Silence', '36 Hours', 'One Little Indian', 'Space Cowboys', 'The Thrill of It All', 'Move Over, Darling', 'Marlowe', 'The Star Chamber', 'The Kidnapping of the President', 'Support Your Local Gunfighter', 'Barbarians at the Gate', "The Children's Hour", 'A Man Called Sledge', 'Wild in the Streets', 'The Final Countdown', 'Hour of the Gun', "Darby's Rangers", 'The Firm']]
Predicted Ans:    36 Hours
Predicted Path:   They Only Kill Their Masters --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours
Path (Raw):       They Only Kill Their Masters --[starred_actors]--> James Garner --[No Operation]--> James Garner --[(INV) starred_actors]--> 36 Hours
Neg LogProb(↓):   1.018650
Path Entropy(↓):  1.970538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by justin chon
Start Entity:     Justin Chon
Gold Answer:      [['Andrew Loo']]
Predicted Ans:    Andrew Loo
Predicted Path:   Justin Chon --[(INV) starred_actors]--> Revenge of the Green Dragons --[directed_by]--> Andrew Loo
Path (Raw):       Justin Chon --[No Operation]--> Justin Chon --[(INV) starred_actors]--> Revenge of the Green Dragons --[directed_by]--> Andrew Loo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed she's all that
Start Entity:     She's All That
Gold Answer:      [['Musical', 'Horror', 'Fantasy', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   She's All That --[directed_by]--> Robert Iscove --[(INV) directed_by]--> Cinderella --[has_genre]--> Musical
Path (Raw):       She's All That --[directed_by]--> Robert Iscove --[(INV) directed_by]--> Cinderella --[has_genre]--> Musical
Neg LogProb(↓):   1.690910
Path Entropy(↓):  2.018996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by country life actors
Start Entity:     Country Life
Gold Answer:      [['Guy Bolton', 'Frank Moorhouse', 'Wolfgang Petersen', 'Richard Neely', 'Michael De Luca', 'Elizabeth Taylor', 'Tom Stoppard', 'Gwyneth Hughes', 'David Caesar', 'Michael Barak', 'Robert Harris', 'Melchior Lengyel', 'Charles Williams', 'Jane Campion', 'Sally Potter', 'Jonathan Thies', 'Jon Land', 'Tom Clancy', 'Boyd Oxlade', 'Rafi Pitts', 'Daniel Nettheim', 'Julia Leigh', 'Samson Raphaelson', 'Neil Jordan', 'Noel Langley', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'Joseph Michael Cala', "Robert Vincent O'Neill", 'John Gay', 'William Goldman', 'Philip Eisner', 'Neil LaBute', 'Ann Turner', 'H.F. Saint']]
Predicted Ans:    Neil LaBute
Predicted Path:   Country Life --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Path (Raw):       Country Life --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Possession --[written_by]--> Neil LaBute
Neg LogProb(↓):   0.762788
Path Entropy(↓):  1.289574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about gregor jordan
Start Entity:     gregor jordan
Gold Answer:      [['Buffalo Soldiers', 'Unthinkable', 'Two Hands']]
Predicted Ans:    Unthinkable
Predicted Path:   gregor jordan --[(INV) has_tags]--> Unthinkable --[has_tags]--> torture --[(INV) has_tags]--> Unthinkable
Path (Raw):       gregor jordan --[(INV) has_tags]--> Unthinkable --[has_tags]--> torture --[(INV) has_tags]--> Unthinkable
Neg LogProb(↓):   0.052373
Path Entropy(↓):  0.230320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did vsevolod pudovkin direct
Start Entity:     Vsevolod Pudovkin
Gold Answer:      [['Storm Over Asia']]
Predicted Ans:    Storm Over Asia
Predicted Path:   Vsevolod Pudovkin --[(INV) directed_by]--> Storm Over Asia --[directed_by]--> Vsevolod Pudovkin --[(INV) directed_by]--> Storm Over Asia
Path (Raw):       Vsevolod Pudovkin --[(INV) directed_by]--> Storm Over Asia --[directed_by]--> Vsevolod Pudovkin --[(INV) directed_by]--> Storm Over Asia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the day for night director
Start Entity:     Day for Night
Gold Answer:      [['Blake Edwards', 'Marcel Moussy', 'Charles Williams', 'Henry James', 'Ray Bradbury', 'François Truffaut', 'Cornell Woolrich']]
Predicted Ans:    François Truffaut
Predicted Path:   Day for Night --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Path (Raw):       Day for Night --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[written_by]--> François Truffaut
Neg LogProb(↓):   1.512796
Path Entropy(↓):  1.853027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by gabriel cowan
Start Entity:     Gabriel Cowan
Gold Answer:      [['John Suits']]
Predicted Ans:    John Suits
Predicted Path:   Gabriel Cowan --[(INV) directed_by]--> Breathing Room --[directed_by]--> John Suits
Path (Raw):       Gabriel Cowan --[No Operation]--> Gabriel Cowan --[(INV) directed_by]--> Breathing Room --[directed_by]--> John Suits
Neg LogProb(↓):   0.648252
Path Entropy(↓):  0.872631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed love walked in
Start Entity:     Love Walked In
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Love Walked In --[directed_by]--> Juan José Campanella --[(INV) directed_by]--> The Secret in Their Eyes --[has_genre]--> Thriller
Path (Raw):       Love Walked In --[directed_by]--> Juan José Campanella --[(INV) directed_by]--> The Secret in Their Eyes --[has_genre]--> Thriller
Neg LogProb(↓):   0.064388
Path Entropy(↓):  0.260141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by ekachai uekrongtham
Start Entity:     Ekachai Uekrongtham
Gold Answer:      [['Asanee Suwan']]
Predicted Ans:    Asanee Suwan
Predicted Path:   Ekachai Uekrongtham --[(INV) written_by]--> Beautiful Boxer --[starred_actors]--> Asanee Suwan
Path (Raw):       Ekachai Uekrongtham --[No Operation]--> Ekachai Uekrongtham --[(INV) written_by]--> Beautiful Boxer --[starred_actors]--> Asanee Suwan
Neg LogProb(↓):   0.000747
Path Entropy(↓):  0.006190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by katt williams were written by who
Start Entity:     Katt Williams
Gold Answer:      [['David E. Talbert']]
Predicted Ans:    David E. Talbert
Predicted Path:   Katt Williams --[(INV) starred_actors]--> First Sunday --[written_by]--> David E. Talbert
Path (Raw):       Katt Williams --[No Operation]--> Katt Williams --[(INV) starred_actors]--> First Sunday --[written_by]--> David E. Talbert
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the sacrifice actors
Start Entity:     The Sacrifice
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Sacrifice --[starred_actors]--> Erland Josephson --[(INV) starred_actors]--> Face to Face --[written_by]--> Ingmar Bergman
Path (Raw):       The Sacrifice --[starred_actors]--> Erland Josephson --[(INV) starred_actors]--> Face to Face --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the return of swamp thing
Start Entity:     The Return of Swamp Thing
Gold Answer:      [['Louis Jourdan', 'Heather Locklear', 'Sarah Douglas', 'Dick Durock']]
Predicted Ans:    Sarah Douglas
Predicted Path:   The Return of Swamp Thing --[starred_actors]--> Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing --[starred_actors]--> Sarah Douglas
Path (Raw):       The Return of Swamp Thing --[starred_actors]--> Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing --[starred_actors]--> Sarah Douglas
Neg LogProb(↓):   0.047750
Path Entropy(↓):  0.224873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by clare sera fall under
Start Entity:     Clare Sera
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Clare Sera --[(INV) written_by]--> Blended --[has_genre]--> Comedy
Path (Raw):       Clare Sera --[No Operation]--> Clare Sera --[(INV) written_by]--> Blended --[has_genre]--> Comedy
Neg LogProb(↓):   0.000166
Path Entropy(↓):  0.001614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film concrete night
Start Entity:     Concrete Night
Gold Answer:      [['Pirkko Saisio']]
Predicted Ans:    Pirkko Saisio
Predicted Path:   Concrete Night --[directed_by]--> Pirjo Honkasalo --[(INV) directed_by]--> Fire-Eater --[written_by]--> Pirkko Saisio
Path (Raw):       Concrete Night --[directed_by]--> Pirjo Honkasalo --[(INV) directed_by]--> Fire-Eater --[written_by]--> Pirkko Saisio
Neg LogProb(↓):   0.035925
Path Entropy(↓):  0.176561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in night catches us
Start Entity:     Night Catches Us
Gold Answer:      [['2008', '2004', '2006', '1984', '2013']]
Predicted Ans:    1984
Predicted Path:   Night Catches Us --[starred_actors]--> Anthony Mackie --[(INV) starred_actors]--> Repentance --[release_year]--> 1984
Path (Raw):       Night Catches Us --[starred_actors]--> Anthony Mackie --[(INV) starred_actors]--> Repentance --[release_year]--> 1984
Neg LogProb(↓):   0.808615
Path Entropy(↓):  1.190358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of ed wood
Start Entity:     Ed Wood
Gold Answer:      [['Christoph Waltz', 'Maurice Evans', 'Michael Gambon', 'Gary Cooper', 'Miranda Richardson', 'Annette Bening', 'Jessica Lange', 'Jack Nicholson', 'Glenn Close', 'Mia Wasikowska', 'Kathryn Beaumont', "Catherine O'Hara", 'Alec Baldwin', 'Ed Wynn', 'Martin Landau', 'Martin Short', 'Paul Reubens', 'Charlton Heston', 'Winona Ryder', 'Michelle Pfeiffer', 'Dianne Wiest', 'Ewan McGregor', 'Roddy McDowall', 'Amy Adams', 'Michael Clarke Duncan', 'Ben Kingsley', 'Christopher Walken', 'Whoopi Goldberg', 'Christopher Lloyd', 'Kim Basinger', 'Freddie Highmore', 'Pierce Brosnan', 'Johnny Depp', 'Eva Green', 'Danny DeVito', 'Natalie Gregory', 'Billy Crudup', 'Elizabeth Daily', 'Kim Hunter', 'Albert Finney', 'Lewis Wilson', 'Vincent Price', 'Mark Wahlberg', 'Tim Roth', 'Geena Davis', 'Robert Wuhl', 'Michael Keaton', 'Christina Ricci', 'Mark Holton', 'Diane Salinger', 'Anthony Michael Hall', 'Anne Hathaway', 'Helena Bonham Carter']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Ed Wood --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[starred_actors]--> Ben Kingsley
Path (Raw):       Ed Wood --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.871628
Path Entropy(↓):  1.980655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie shaft in africa
Start Entity:     Shaft in Africa
Gold Answer:      [['africa', 'blaxploitation']]
Predicted Ans:    blaxploitation
Predicted Path:   Shaft in Africa --[has_tags]--> blaxploitation --[(INV) has_tags]--> The Hebrew Hammer --[has_tags]--> blaxploitation
Path (Raw):       Shaft in Africa --[has_tags]--> blaxploitation --[(INV) has_tags]--> The Hebrew Hammer --[has_tags]--> blaxploitation
Neg LogProb(↓):   0.093901
Path Entropy(↓):  0.302750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed her alibi
Start Entity:     Her Alibi
Gold Answer:      [['Music', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Her Alibi --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[has_genre]--> War
Path (Raw):       Her Alibi --[directed_by]--> Bruce Beresford --[(INV) directed_by]--> Paradise Road --[has_genre]--> War
Neg LogProb(↓):   0.330855
Path Entropy(↓):  0.818356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the normal heart
Start Entity:     The Normal Heart
Gold Answer:      [['Julia Roberts', 'Evan Rachel Wood', 'Annette Bening', 'Joseph Fiennes', 'Brian Cox']]
Predicted Ans:    Mark Ruffalo
Predicted Path:   The Normal Heart --[directed_by]--> Ryan Murphy --[(INV) directed_by]--> The Normal Heart --[starred_actors]--> Mark Ruffalo
Path (Raw):       The Normal Heart --[directed_by]--> Ryan Murphy --[(INV) directed_by]--> The Normal Heart --[starred_actors]--> Mark Ruffalo
Neg LogProb(↓):   0.188583
Path Entropy(↓):  0.578584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of oscar and lucinda
Start Entity:     Oscar and Lucinda
Gold Answer:      [['Bliss', 'Until the End of the World']]
Predicted Ans:    Until the End of the World
Predicted Path:   Oscar and Lucinda --[written_by]--> Peter Carey --[(INV) written_by]--> Until the End of the World
Path (Raw):       Oscar and Lucinda --[written_by]--> Peter Carey --[(INV) written_by]--> Until the End of the World --[No Operation]--> Until the End of the World
Neg LogProb(↓):   0.000395
Path Entropy(↓):  0.003752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by doug hutchison
Start Entity:     Doug Hutchison
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Doug Hutchison --[(INV) starred_actors]--> No Good Deed --[has_genre]--> Thriller
Path (Raw):       Doug Hutchison --[No Operation]--> Doug Hutchison --[(INV) starred_actors]--> No Good Deed --[has_genre]--> Thriller
Neg LogProb(↓):   0.135026
Path Entropy(↓):  0.466855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of joe d'amato directed films
Start Entity:     Joe D'Amato
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Joe D'Amato --[(INV) directed_by]--> Beyond the Darkness --[release_year]--> 1979
Path (Raw):       Joe D'Amato --[No Operation]--> Joe D'Amato --[(INV) directed_by]--> Beyond the Darkness --[release_year]--> 1979
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie true heart susie
Start Entity:     True Heart Susie
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   True Heart Susie --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       True Heart Susie --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.381097
Path Entropy(↓):  4.508706
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of vicky cristina barcelona
Start Entity:     Vicky Cristina Barcelona
Gold Answer:      [['Zelig', "What's Up, Tiger Lily?", 'Play It Again, Sam', 'Melinda and Melinda', 'Mighty Aphrodite', 'Another Woman', 'Crimes and Misdemeanors', 'Stardust Memories', 'September', 'Interiors', 'Take the Money and Run', 'Blue Jasmine', 'Radio Days', 'Hollywood Ending', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'Match Point', 'The Purple Rose of Cairo', 'New York Stories', 'Shadows and Fog', 'Deconstructing Harry', 'Love and Death', 'Manhattan', 'Annie Hall', 'To Rome with Love', 'Magic in the Moonlight', 'Husbands and Wives', 'Sleeper', "Don't Drink the Water", 'Sweet and Lowdown', 'Midnight in Paris', 'Scoop', 'Everyone Says I Love You', 'Alice', 'Bananas', 'Hannah and Her Sisters', 'Whatever Works', 'Anything Else', 'Celebrity', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks', "Cassandra's Dream", 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    New York Stories
Predicted Path:   Vicky Cristina Barcelona --[written_by]--> Woody Allen --[(INV) written_by]--> New York Stories
Path (Raw):       Vicky Cristina Barcelona --[written_by]--> Woody Allen --[(INV) written_by]--> New York Stories --[No Operation]--> New York Stories
Neg LogProb(↓):   1.017868
Path Entropy(↓):  2.208576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in la journee de la jupe
Start Entity:     La journée de la jupe
Gold Answer:      [['Walter Hill', 'Werner Herzog', 'Roman Polanski', 'Jean Becker', 'André Téchiné', 'Dustin Hoffman', 'Neil LaBute', 'Claude Miller', 'Bruno Nuytten', 'Luc Besson', 'Jeremiah S. Chechik']]
Predicted Ans:    André Téchiné
Predicted Path:   La journée de la jupe --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Barocco --[directed_by]--> André Téchiné
Path (Raw):       La journée de la jupe --[starred_actors]--> Isabelle Adjani --[(INV) starred_actors]--> Barocco --[directed_by]--> André Téchiné
Neg LogProb(↓):   0.660251
Path Entropy(↓):  1.360939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the second civil war
Start Entity:     The Second Civil War
Gold Answer:      [['1970', '1993', '1974', '2007', '1977', '1998', '1951', '1982', '1994', '1995', '1972', '1990', '1989', '1996', '2011', '1988', '2005', '1991', '1987', '1986']]
Predicted Ans:    1996
Predicted Path:   The Second Civil War --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[release_year]--> 1996
Path (Raw):       The Second Civil War --[starred_actors]--> James Earl Jones --[(INV) starred_actors]--> Earth --[release_year]--> 1996
Neg LogProb(↓):   1.617316
Path Entropy(↓):  2.991112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by sonu sisupal
Start Entity:     Sonu Sisupal
Gold Answer:      [['Santosh Sivan']]
Predicted Ans:    Santosh Sivan
Predicted Path:   Sonu Sisupal --[(INV) starred_actors]--> The Terrorist --[directed_by]--> Santosh Sivan
Path (Raw):       Sonu Sisupal --[No Operation]--> Sonu Sisupal --[(INV) starred_actors]--> The Terrorist --[directed_by]--> Santosh Sivan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the company of wolves director
Start Entity:     The Company of Wolves
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Company of Wolves --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       The Company of Wolves --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for slaughterhouse - five
Start Entity:     Slaughterhouse-Five
Gold Answer:      [['Stephen Geller']]
Predicted Ans:    Stephen Geller
Predicted Path:   Slaughterhouse-Five --[written_by]--> Stephen Geller --[(INV) written_by]--> Pretty Poison --[written_by]--> Stephen Geller
Path (Raw):       Slaughterhouse-Five --[written_by]--> Stephen Geller --[(INV) written_by]--> Pretty Poison --[written_by]--> Stephen Geller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed college
Start Entity:     College
Gold Answer:      [['Western', 'Short', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   College --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[has_genre]--> Comedy
Path (Raw):       College --[directed_by]--> Buster Keaton --[(INV) directed_by]--> The Goat --[has_genre]--> Comedy
Neg LogProb(↓):   0.599381
Path Entropy(↓):  1.792763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the bellboy screenwriters
Start Entity:     The Bellboy
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Bellboy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[has_genre]--> Comedy
Path (Raw):       The Bellboy --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy --[has_genre]--> Comedy
Neg LogProb(↓):   0.283433
Path Entropy(↓):  0.561760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie office space
Start Entity:     Office Space
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Office Space --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Office Space --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.364941
Path Entropy(↓):  4.464993
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by smile actors
Start Entity:     Smile
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Smile --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Path (Raw):       Smile --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.099366
Path Entropy(↓):  1.105414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by randal kleiser
Start Entity:     Randal Kleiser
Gold Answer:      [['Seymour Cassel', 'Peter Gallagher', 'John Travolta', 'C. Thomas Howell', 'Troy Donahue', 'Daryl Hannah', 'Lee Grant', 'Bruce Davison', 'Christopher Atkins', 'Klaus Maria Brandauer', 'Ethan Hawke', 'Devon Gummersall', 'Margaret Cho', 'Jeff Conaway', 'Stockard Channing', 'Jamie Lee Curtis', 'Amanda Bynes', 'Jane Horrocks', 'Jesse Birdsall', 'Brooke Shields', 'Patrick Swayze', 'Helena Bonham Carter']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Randal Kleiser --[(INV) directed_by]--> White Fang --[starred_actors]--> Ethan Hawke
Path (Raw):       Randal Kleiser --[No Operation]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[starred_actors]--> Ethan Hawke
Neg LogProb(↓):   0.436833
Path Entropy(↓):  1.140864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the crow director release
Start Entity:     The Crow
Gold Answer:      [['1998', '2009', '1950', '2004', '2002']]
Predicted Ans:    1950
Predicted Path:   The Crow --[directed_by]--> Alex Proyas --[(INV) directed_by]--> Dark City --[release_year]--> 1950
Path (Raw):       The Crow --[directed_by]--> Alex Proyas --[(INV) directed_by]--> Dark City --[release_year]--> 1950
Neg LogProb(↓):   0.357772
Path Entropy(↓):  1.105912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of marfa girl
Start Entity:     Marfa Girl
Gold Answer:      [['Drama', 'Documentary', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Marfa Girl --[directed_by]--> Larry Clark --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Path (Raw):       Marfa Girl --[directed_by]--> Larry Clark --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Neg LogProb(↓):   0.463147
Path Entropy(↓):  0.945438
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did kristoffer joner star in
Start Entity:     Kristoffer Joner
Gold Answer:      [['Kissed by Winter']]
Predicted Ans:    Kissed by Winter
Predicted Path:   Kristoffer Joner --[(INV) starred_actors]--> Kissed by Winter --[starred_actors]--> Kristoffer Joner --[(INV) starred_actors]--> Kissed by Winter
Path (Raw):       Kristoffer Joner --[(INV) starred_actors]--> Kissed by Winter --[starred_actors]--> Kristoffer Joner --[(INV) starred_actors]--> Kissed by Winter
Neg LogProb(↓):   0.578859
Path Entropy(↓):  0.685800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did mary steenburgen act in
Start Entity:     Mary Steenburgen
Gold Answer:      [['Romantic Comedy', 'It Runs in the Family', 'One Magic Christmas', "Goin' South", 'Pontiac Moon', 'Dead of Winter', 'Back to the Future Part III', 'The Proposal', 'Miss Firecracker', 'Parenthood', 'Melvin and Howard', 'Nobel Son', 'Powder', 'Cross Creek', 'The Open Road', 'Time After Time', 'A Walk in the Woods', 'Clifford']]
Predicted Ans:    Dead of Winter
Predicted Path:   Mary Steenburgen --[(INV) starred_actors]--> Dead of Winter --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Dead of Winter
Path (Raw):       Mary Steenburgen --[(INV) starred_actors]--> Dead of Winter --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Dead of Winter
Neg LogProb(↓):   0.559876
Path Entropy(↓):  1.632394
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by gerard jugnot
Start Entity:     Gérard Jugnot
Gold Answer:      [['Jules Sitruk', 'Michèle Garcia']]
Predicted Ans:    Gérard Jugnot
Predicted Path:   Gérard Jugnot --[(INV) starred_actors]--> The Chorus --[starred_actors]--> Gérard Jugnot
Path (Raw):       Gérard Jugnot --[No Operation]--> Gérard Jugnot --[(INV) starred_actors]--> The Chorus --[starred_actors]--> Gérard Jugnot
Neg LogProb(↓):   0.226558
Path Entropy(↓):  0.513859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same actor of bananas
Start Entity:     Bananas
Gold Answer:      [['Zelig', "What's Up, Tiger Lily?", 'Play It Again, Sam', 'Stardust Memories', 'Take the Money and Run', 'Scenes from a Mall', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'New York Stories', 'Shadows and Fog', 'The Unbelievers', 'Love and Death', 'Manhattan', 'Annie Hall', 'Husbands and Wives', 'Sleeper', 'Fading Gigolo', "National Lampoon's Gold Diggers", 'Sweet and Lowdown', 'Antz', 'The Front', 'Picking Up the Pieces', 'Anything Else', 'Broadway Danny Rose', 'Crimewave', 'Manhattan Murder Mystery', 'Small Time Crooks']]
Predicted Ans:    Scenes from a Mall
Predicted Path:   Bananas --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> Scenes from a Mall
Path (Raw):       Bananas --[No Operation]--> Bananas --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> Scenes from a Mall
Neg LogProb(↓):   0.883833
Path Entropy(↓):  1.599499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of kiss me, stupid
Start Entity:     Kiss Me, Stupid
Gold Answer:      [['Buddy Buddy', 'Sabrina', 'Irma la Douce', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'The Lost Weekend', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Seven Year Itch', 'The Spirit of St. Louis', 'Some Like It Hot', 'Avanti!', 'The Major and the Minor', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    Sabrina
Predicted Path:   Kiss Me, Stupid --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina
Path (Raw):       Kiss Me, Stupid --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina --[No Operation]--> Sabrina
Neg LogProb(↓):   1.644444
Path Entropy(↓):  2.782870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by ann miller were released in which years
Start Entity:     Ann Miller
Gold Answer:      [['1953', '1946', '1949']]
Predicted Ans:    1949
Predicted Path:   Ann Miller --[(INV) starred_actors]--> On the Town --[release_year]--> 1949
Path (Raw):       Ann Miller --[No Operation]--> Ann Miller --[(INV) starred_actors]--> On the Town --[release_year]--> 1949
Neg LogProb(↓):   0.023911
Path Entropy(↓):  0.128212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie jayne mansfield's car
Start Entity:     Jayne Mansfield's Car
Gold Answer:      [['Walter Hill', 'Marc Norman', 'George Orwell', 'Paddy Chayefsky', 'Pat Conroy', 'John Milius', 'Richard Adams', 'David Lynch', 'Kelly Masterson', 'Dennis Lehane', 'Callie Khouri', 'David Koepp', 'Michael Cimino', 'Clive Exton', 'Ebbe Roe Smith', 'Robert Duvall', 'Robert Benton', 'Richard Russo', 'Tom Wheeler', 'Brian Lynch', 'Denis Waldock', 'Peter Blackmore', 'Ludovic Kennedy', 'John Flynn', 'J.R.R. Tolkien', 'Bernard Malamud', 'Chris Conkling', 'Elmore Leonard', 'Steve Conrad', 'Noah Stern', 'Jakob Schuh', 'Emlyn Williams', 'Julia Donaldson', 'Max Lang', 'Axel Scheffler', 'Hank Searls', 'Jack Higgins', 'Joe Klein', 'Scott Phillips', 'Bruce Joel Rubin', 'Christopher Guest', 'Tom Cruise', 'Eric Lartigau', 'Douglas Kennedy', 'Brent Maddock', 'Peter S. Beagle', 'George Lucas', 'Christopher De Vore', 'Ashley Montagu', 'Frederick Treves', 'Eric Bergren', 'Richard Matheson', 'Calder Willingham', 'Álex de la Iglesia', 'David Dobkin', 'Martin Rosen', 'Graham Greene', 'Craig Brewer', 'Peter Straughan', 'Greg Iles', 'Rupert Holmes', 'Michael Radford', 'John Hughes', 'Katja von Garnier', 'Quentin Crisp', 'Philip Mackie', 'Stephen Gaghan', 'Joan Didion', 'Robby Henson', 'John Gregory Dunne', 'Nicole Kassell', 'Steven Fechter', 'John le Carré', 'Brian Garfield', 'John Musker', 'Ron Clements', 'Walker Hamilton', 'Eski Thomas', 'Richard Kwietniowski', 'Al Reinert', 'Jeffrey Kluger', 'Jim Lovell', 'Ron Underwood', 'Robert Ludlum', 'Robert Syd Hopkins', 'Matt Russell', 'Nicholas Meyer', 'Michael Herr', 'Wim Wenders', 'Francis Ford Coppola', 'Leslie Bohem', 'Tom Epperson', 'Walter Murch', 'Atom Egoyan', 'Peter M. Lenkov', 'Thomas Babe', "Bridget O'Connor", 'Aaron Sorkin', 'Gerald Di Pego', 'Dexter Fletcher', 'Michael Tolkin', 'Guillermo Martínez', 'Tim McCanlies', 'Philip Kaufman', 'David E. Kelley', 'Dwight Yoakam', 'Thomas Michael Donnelly', 'Bob Clark', 'Jieho Lee', 'Bob DeRosa', 'Ethan Coen', 'Bernard Pomerance', 'Todd Phillips', 'Charles Perrault', 'Steve Lawson', 'Billy Bob Thornton', 'Brian Helgeland', 'Jonathan Harr', 'Stephen Potter', 'Stirling Silliphant', 'Louis Mellis', 'David Scinto', 'Steven Moffat', 'Steven Zaillian', 'Benjamin Legrand', 'Jacques Lob', 'C. Gaby Mitchell', 'Chris Provenzano', 'Nathaniel Hawthorne', 'James Gunn', 'Michael Strobl', 'Donald E. Westlake', 'John Lee Hancock', 'Horton Foote', 'Lewis John Carlino', 'John Ridley']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Jayne Mansfield's Car --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Jayne Mansfield's Car --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   1.051756
Path Entropy(↓):  2.043786
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the country teacher
Start Entity:     The Country Teacher
Gold Answer:      [['Czech']]
Predicted Ans:    Czech
Predicted Path:   The Country Teacher --[directed_by]--> Bohdan Sláma --[(INV) directed_by]--> The Country Teacher --[in_language]--> Czech
Path (Raw):       The Country Teacher --[directed_by]--> Bohdan Sláma --[(INV) directed_by]--> The Country Teacher --[in_language]--> Czech
Neg LogProb(↓):   0.015017
Path Entropy(↓):  0.084897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by brenda de banzie were written by who
Start Entity:     Brenda de Banzie
Gold Answer:      [['Stanley Mann', 'Harold Brighouse', 'Charles E. Israel', 'Sidney Buchman', 'David Lean']]
Predicted Ans:    David Lean
Predicted Path:   Brenda de Banzie --[(INV) starred_actors]--> Hobson's Choice --[written_by]--> David Lean
Path (Raw):       Brenda de Banzie --[No Operation]--> Brenda de Banzie --[(INV) starred_actors]--> Hobson's Choice --[written_by]--> David Lean
Neg LogProb(↓):   0.005546
Path Entropy(↓):  0.038057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of the super cops
Start Entity:     The Super Cops
Gold Answer:      [['1976', '2000', '1971', '1969', '1984']]
Predicted Ans:    1969
Predicted Path:   The Super Cops --[directed_by]--> Gordon Parks --[(INV) directed_by]--> The Learning Tree --[release_year]--> 1969
Path (Raw):       The Super Cops --[directed_by]--> Gordon Parks --[(INV) directed_by]--> The Learning Tree --[release_year]--> 1969
Neg LogProb(↓):   0.576393
Path Entropy(↓):  0.922737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the cincinnati kid
Start Entity:     The Cincinnati Kid
Gold Answer:      [['Robert Altman', 'Tony Richardson', 'Dennis Hopper', 'Christian Marquand', 'Neil Armfield', 'Joseph McGrath']]
Predicted Ans:    Joseph McGrath
Predicted Path:   The Cincinnati Kid --[written_by]--> Terry Southern --[(INV) written_by]--> The Magic Christian --[directed_by]--> Joseph McGrath
Path (Raw):       The Cincinnati Kid --[written_by]--> Terry Southern --[(INV) written_by]--> The Magic Christian --[directed_by]--> Joseph McGrath
Neg LogProb(↓):   0.017615
Path Entropy(↓):  0.108261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by corey johnson
Start Entity:     Corey Johnson
Gold Answer:      [['Olatunde Osunsanmi', 'Gavin Claxton']]
Predicted Ans:    Gavin Claxton
Predicted Path:   Corey Johnson --[(INV) starred_actors]--> The All Together --[written_by]--> Gavin Claxton
Path (Raw):       Corey Johnson --[No Operation]--> Corey Johnson --[(INV) starred_actors]--> The All Together --[written_by]--> Gavin Claxton
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with antz in
Start Entity:     Antz
Gold Answer:      [['English', 'Norwegian', 'Italian', 'Japanese', 'Latin']]
Predicted Ans:    English
Predicted Path:   Antz --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Path (Raw):       Antz --[starred_actors]--> Anne Bancroft --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Neg LogProb(↓):   0.329521
Path Entropy(↓):  0.781470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of judge priest
Start Entity:     Judge Priest
Gold Answer:      [['1953']]
Predicted Ans:    1934
Predicted Path:   Judge Priest --[written_by]--> Irvin S. Cobb --[(INV) written_by]--> Judge Priest --[release_year]--> 1934
Path (Raw):       Judge Priest --[written_by]--> Irvin S. Cobb --[(INV) written_by]--> Judge Priest --[release_year]--> 1934
Neg LogProb(↓):   0.149932
Path Entropy(↓):  0.403569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by john lloyd fillingham
Start Entity:     John Lloyd Fillingham
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   John Lloyd Fillingham --[(INV) starred_actors]--> Exam --[release_year]--> 2009
Path (Raw):       John Lloyd Fillingham --[No Operation]--> John Lloyd Fillingham --[(INV) starred_actors]--> Exam --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie it started in naples are written by who
Start Entity:     It Started in Naples
Gold Answer:      [['Melville Shavelson', 'Mort Lachman', 'Red Nichols', 'Jack Rose']]
Predicted Ans:    Melville Shavelson
Predicted Path:   It Started in Naples --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> The Five Pennies --[written_by]--> Melville Shavelson
Path (Raw):       It Started in Naples --[directed_by]--> Melville Shavelson --[(INV) directed_by]--> The Five Pennies --[written_by]--> Melville Shavelson
Neg LogProb(↓):   0.159690
Path Entropy(↓):  0.578304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film good neighbors
Start Entity:     Good Neighbors
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Good Neighbors --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Good Neighbors --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.496032
Path Entropy(↓):  4.696549
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with voyage to the beginning of the world in
Start Entity:     Voyage to the Beginning of the World
Gold Answer:      [['French', 'Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> Abraham's Valley --[in_language]--> Portuguese
Path (Raw):       Voyage to the Beginning of the World --[written_by]--> Manoel de Oliveira --[(INV) written_by]--> Abraham's Valley --[in_language]--> Portuguese
Neg LogProb(↓):   0.109767
Path Entropy(↓):  0.362830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was sidney harmon a writer on
Start Entity:     Sidney Harmon
Gold Answer:      [['The Talk of the Town']]
Predicted Ans:    The Talk of the Town
Predicted Path:   Sidney Harmon --[(INV) written_by]--> The Talk of the Town --[written_by]--> Sidney Harmon --[(INV) written_by]--> The Talk of the Town
Path (Raw):       Sidney Harmon --[(INV) written_by]--> The Talk of the Town --[written_by]--> Sidney Harmon --[(INV) written_by]--> The Talk of the Town
Neg LogProb(↓):   0.165261
Path Entropy(↓):  0.436353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the deep red director
Start Entity:     Deep Red
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Deep Red --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[has_genre]--> Horror
Path (Raw):       Deep Red --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[has_genre]--> Horror
Neg LogProb(↓):   0.239696
Path Entropy(↓):  0.789519
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the kids are all right
Start Entity:     The Kids Are All Right
Gold Answer:      [['1995', '1998', '1988', '2000', '1939', '2009', '1990', '2003', '1989', '1991', '1996', '2006', '2004', '1994', '1999', '2012', '1955', '2013']]
Predicted Ans:    1998
Predicted Path:   The Kids Are All Right --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> The Siege --[release_year]--> 1998
Path (Raw):       The Kids Are All Right --[starred_actors]--> Annette Bening --[(INV) starred_actors]--> The Siege --[release_year]--> 1998
Neg LogProb(↓):   1.222862
Path Entropy(↓):  1.867289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did colin hanks star in
Start Entity:     Colin Hanks
Gold Answer:      [['Lucky', 'Untraceable', 'The Great Buck Howard', 'Orange County']]
Predicted Ans:    Lucky
Predicted Path:   Colin Hanks --[(INV) starred_actors]--> Lucky --[starred_actors]--> Colin Hanks --[(INV) starred_actors]--> Lucky
Path (Raw):       Colin Hanks --[(INV) starred_actors]--> Lucky --[starred_actors]--> Colin Hanks --[(INV) starred_actors]--> Lucky
Neg LogProb(↓):   0.001962
Path Entropy(↓):  0.016387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by vicente aranda in
Start Entity:     Vicente Aranda
Gold Answer:      [['Drama', 'Horror', 'War']]
Predicted Ans:    Drama
Predicted Path:   Vicente Aranda --[(INV) written_by]--> Libertarias --[has_genre]--> Drama
Path (Raw):       Vicente Aranda --[No Operation]--> Vicente Aranda --[(INV) written_by]--> Libertarias --[has_genre]--> Drama
Neg LogProb(↓):   0.087258
Path Entropy(↓):  0.340856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie xanadu are written by who
Start Entity:     Xanadu
Gold Answer:      [['Ernest Thompson']]
Predicted Ans:    Richard Christian Danus
Predicted Path:   Xanadu --[directed_by]--> Robert Greenwald --[(INV) directed_by]--> Xanadu --[written_by]--> Richard Christian Danus
Path (Raw):       Xanadu --[directed_by]--> Robert Greenwald --[(INV) directed_by]--> Xanadu --[written_by]--> Richard Christian Danus
Neg LogProb(↓):   0.032527
Path Entropy(↓):  0.165979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the big lift directed by
Start Entity:     The Big Lift
Gold Answer:      [['George Seaton']]
Predicted Ans:    George Seaton
Predicted Path:   The Big Lift --[directed_by]--> George Seaton --[(INV) directed_by]--> The Big Lift --[directed_by]--> George Seaton
Path (Raw):       The Big Lift --[directed_by]--> George Seaton --[(INV) directed_by]--> The Big Lift --[directed_by]--> George Seaton
Neg LogProb(↓):   0.001192
Path Entropy(↓):  0.009843
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was beyond silence released
Start Entity:     Beyond Silence
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Beyond Silence --[release_year]--> 1996 --[(INV) release_year]--> Forest Warrior --[release_year]--> 1996
Path (Raw):       Beyond Silence --[release_year]--> 1996 --[(INV) release_year]--> Forest Warrior --[release_year]--> 1996
Neg LogProb(↓):   0.995796
Path Entropy(↓):  2.525474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by claudio bigagli
Start Entity:     Claudio Bigagli
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Claudio Bigagli --[(INV) starred_actors]--> Fiorile --[has_genre]--> Drama
Path (Raw):       Claudio Bigagli --[No Operation]--> Claudio Bigagli --[(INV) starred_actors]--> Fiorile --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did ben ames williams write the story for
Start Entity:     Ben Ames Williams
Gold Answer:      [['Leave Her to Heaven', 'Across to Singapore', 'All the Brothers Were Valiant']]
Predicted Ans:    Across to Singapore
Predicted Path:   Ben Ames Williams --[(INV) written_by]--> Across to Singapore --[written_by]--> Ted Shane --[(INV) written_by]--> Across to Singapore
Path (Raw):       Ben Ames Williams --[(INV) written_by]--> Across to Singapore --[written_by]--> Ted Shane --[(INV) written_by]--> Across to Singapore
Neg LogProb(↓):   0.725013
Path Entropy(↓):  0.721285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was seishi minakami a writer on
Start Entity:     Seishi Minakami
Gold Answer:      [['Paprika']]
Predicted Ans:    Paprika
Predicted Path:   Seishi Minakami --[(INV) written_by]--> Paprika --[written_by]--> Seishi Minakami --[(INV) written_by]--> Paprika
Path (Raw):       Seishi Minakami --[(INV) written_by]--> Paprika --[written_by]--> Seishi Minakami --[(INV) written_by]--> Paprika
Neg LogProb(↓):   0.266582
Path Entropy(↓):  0.704260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of dr. dolittle 2 starred who
Start Entity:     Dr. Dolittle 2
Gold Answer:      [['Richard Attenborough', 'Paul Rudd', 'Samantha Eggar', 'Anthony Newley', 'Rex Harrison']]
Predicted Ans:    Eddie Murphy
Predicted Path:   Dr. Dolittle 2 --[written_by]--> Hugh Lofting --[(INV) written_by]--> Dr. Dolittle 2 --[starred_actors]--> Eddie Murphy
Path (Raw):       Dr. Dolittle 2 --[written_by]--> Hugh Lofting --[(INV) written_by]--> Dr. Dolittle 2 --[starred_actors]--> Eddie Murphy
Neg LogProb(↓):   0.172294
Path Entropy(↓):  0.628651
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who appeared in the same movie with jake johnson
Start Entity:     Jake Johnson
Gold Answer:      [['Anna Kendrick', 'Rob Riggle', 'Nina Dobrev', 'Zoe Kazan', 'Olivia Wilde', 'Ron Livingston']]
Predicted Ans:    Jake Johnson
Predicted Path:   Jake Johnson --[(INV) starred_actors]--> Drinking Buddies --[starred_actors]--> Jake Johnson
Path (Raw):       Jake Johnson --[No Operation]--> Jake Johnson --[(INV) starred_actors]--> Drinking Buddies --[starred_actors]--> Jake Johnson
Neg LogProb(↓):   0.179536
Path Entropy(↓):  0.637240
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies can be described by sam rockwell
Start Entity:     sam rockwell
Gold Answer:      [['Laggies', "The Hitchhiker's Guide to the Galaxy", 'Joshua', 'Snow Angels', 'Confessions of a Dangerous Mind', 'Galaxy Quest', 'The Way Way Back', 'Seven Psychopaths', 'Matchstick Men', 'Better Living Through Chemistry', 'Lawn Dogs', 'Choke', 'Iron Man 2', 'Moon', 'The Winning Season']]
Predicted Ans:    Seven Psychopaths
Predicted Path:   sam rockwell --[(INV) has_tags]--> Seven Psychopaths --[has_tags]--> psychopaths --[(INV) has_tags]--> Seven Psychopaths
Path (Raw):       sam rockwell --[(INV) has_tags]--> Seven Psychopaths --[has_tags]--> psychopaths --[(INV) has_tags]--> Seven Psychopaths
Neg LogProb(↓):   0.050898
Path Entropy(↓):  0.213392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe 10 in a few words
Start Entity:     10
Gold Answer:      [['dudley moore', 'blake edwards']]
Predicted Ans:    blake edwards
Predicted Path:   10 --[has_tags]--> blake edwards --[(INV) has_tags]--> Experiment in Terror --[has_tags]--> blake edwards
Path (Raw):       10 --[has_tags]--> blake edwards --[(INV) has_tags]--> Experiment in Terror --[has_tags]--> blake edwards
Neg LogProb(↓):   0.129437
Path Entropy(↓):  0.394960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of the year of the hare
Start Entity:     The Year of the Hare
Gold Answer:      [['Risto Jarva', 'Arto Paasilinna']]
Predicted Ans:    Arto Paasilinna
Predicted Path:   The Year of the Hare --[written_by]--> Arto Paasilinna --[(INV) written_by]--> The Year of the Hare --[written_by]--> Arto Paasilinna
Path (Raw):       The Year of the Hare --[written_by]--> Arto Paasilinna --[(INV) written_by]--> The Year of the Hare --[written_by]--> Arto Paasilinna
Neg LogProb(↓):   0.009094
Path Entropy(↓):  0.054468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of das boot also wrote which movies
Start Entity:     Das Boot
Gold Answer:      [['The NeverEnding Story', 'Shattered']]
Predicted Ans:    Shattered
Predicted Path:   Das Boot --[written_by]--> Wolfgang Petersen --[(INV) written_by]--> Shattered
Path (Raw):       Das Boot --[written_by]--> Wolfgang Petersen --[(INV) written_by]--> Shattered --[No Operation]--> Shattered
Neg LogProb(↓):   0.599131
Path Entropy(↓):  0.906048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed being there
Start Entity:     Being There
Gold Answer:      [['1976', '1978', '1970', '1975', '1971', '1982', '1973', '1985', '1986']]
Predicted Ans:    1986
Predicted Path:   Being There --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Path (Raw):       Being There --[directed_by]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Neg LogProb(↓):   0.322565
Path Entropy(↓):  0.970857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed king of the hill
Start Entity:     King of the Hill
Gold Answer:      [['Spalding Gray', 'Lem Dobbs', 'Joseph Kanon', 'Coleman Hough', 'Don Tracy', 'Michelangelo Antonioni', 'Andrei Tarkovsky', 'Elmore Leonard', 'Brian Koppelman', 'Scott Z. Burns', 'David Levien', 'Susannah Grant', 'Kurt Eichenwald', 'Steven Soderbergh', 'Scott Thorson', 'Stephen Gaghan', 'Richard LaGravenese']]
Predicted Ans:    Steven Soderbergh
Predicted Path:   King of the Hill --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[directed_by]--> Steven Soderbergh
Path (Raw):       King of the Hill --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Haywire --[directed_by]--> Steven Soderbergh
Neg LogProb(↓):   1.481537
Path Entropy(↓):  1.966081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie meatballs
Start Entity:     Meatballs
Gold Answer:      [['Art Linson', 'Mitch Glazer', 'Edmund Goulding', 'Theodore Melfi', 'Howard Franklin', 'Ivan Reitman', 'John Byrum', 'Wes Anderson', 'George Clooney', 'Richard Donner', 'Jon Amiel', 'Jim Jarmusch', 'Sofia Coppola', 'Roger Michell', 'Bill Murray', 'Aaron Schneider', 'Peter Hewitt', 'Harold Ramis', 'John McNaughton', 'McG', 'Frank Oz']]
Predicted Ans:    Mitch Glazer
Predicted Path:   Meatballs --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Path (Raw):       Meatballs --[starred_actors]--> Bill Murray --[(INV) starred_actors]--> Passion Play --[directed_by]--> Mitch Glazer
Neg LogProb(↓):   0.438042
Path Entropy(↓):  0.931448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did joe simpson write
Start Entity:     Joe Simpson
Gold Answer:      [['Touching the Void']]
Predicted Ans:    Touching the Void
Predicted Path:   Joe Simpson --[(INV) written_by]--> Touching the Void --[written_by]--> Joe Simpson --[(INV) written_by]--> Touching the Void
Path (Raw):       Joe Simpson --[(INV) written_by]--> Touching the Void --[written_by]--> Joe Simpson --[(INV) written_by]--> Touching the Void
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe cold sweat
Start Entity:     Cold Sweat
Gold Answer:      [['richard matheson']]
Predicted Ans:    richard matheson
Predicted Path:   Cold Sweat --[has_tags]--> richard matheson --[(INV) has_tags]--> Cold Sweat --[has_tags]--> richard matheson
Path (Raw):       Cold Sweat --[has_tags]--> richard matheson --[(INV) has_tags]--> Cold Sweat --[has_tags]--> richard matheson
Neg LogProb(↓):   0.536440
Path Entropy(↓):  0.905191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by steve alden release
Start Entity:     Steve Alden
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Steve Alden --[(INV) starred_actors]--> Fall Time --[release_year]--> 1995
Path (Raw):       Steve Alden --[No Operation]--> Steve Alden --[(INV) starred_actors]--> Fall Time --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film gone baby gone
Start Entity:     Gone Baby Gone
Gold Answer:      [['casey affleck', 'directorial debut', 'r', 'ben affleck', 'mystery']]
Predicted Ans:    r
Predicted Path:   Gone Baby Gone --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       Gone Baby Gone --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.697180
Path Entropy(↓):  0.809897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film transcendence
Start Entity:     Transcendence
Gold Answer:      [['morgan freeman', 'johnny depp', 'rebecca hall', 'directorial debut']]
Predicted Ans:    johnny depp
Predicted Path:   Transcendence --[has_tags]--> johnny depp --[(INV) has_tags]--> The Astronaut's Wife --[has_tags]--> johnny depp
Path (Raw):       Transcendence --[has_tags]--> johnny depp --[(INV) has_tags]--> The Astronaut's Wife --[has_tags]--> johnny depp
Neg LogProb(↓):   0.000433
Path Entropy(↓):  0.004105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of united 93
Start Entity:     United 93
Gold Answer:      [['The Theory of Flight', 'The Bourne Supremacy', 'Bloody Sunday', 'Captain Phillips', 'The Bourne Ultimatum', 'Green Zone']]
Predicted Ans:    The Bourne Supremacy
Predicted Path:   United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Bourne Supremacy
Path (Raw):       United 93 --[directed_by]--> Paul Greengrass --[(INV) directed_by]--> The Bourne Supremacy --[No Operation]--> The Bourne Supremacy
Neg LogProb(↓):   0.014715
Path Entropy(↓):  0.088573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by robby henson
Start Entity:     Robby Henson
Gold Answer:      [['1995', '2002']]
Predicted Ans:    2002
Predicted Path:   Robby Henson --[(INV) written_by]--> The Badge --[release_year]--> 2002
Path (Raw):       Robby Henson --[No Operation]--> Robby Henson --[(INV) written_by]--> The Badge --[release_year]--> 2002
Neg LogProb(↓):   0.108665
Path Entropy(↓):  0.331591
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed i do
Start Entity:     I Do
Gold Answer:      [['Eric Lartigau', 'Douglas Kennedy', 'Christopher Guest']]
Predicted Ans:    Christopher Guest
Predicted Path:   I Do --[directed_by]--> Eric Lartigau --[(INV) directed_by]--> The Big Picture --[written_by]--> Christopher Guest
Path (Raw):       I Do --[directed_by]--> Eric Lartigau --[(INV) directed_by]--> The Big Picture --[written_by]--> Christopher Guest
Neg LogProb(↓):   0.010201
Path Entropy(↓):  0.068049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the la marseillaise director
Start Entity:     La Marseillaise
Gold Answer:      [['Giulio Macchi', 'Renzo Avanzo', 'René Fauchois', 'Burgess Meredith', 'Vereen Bell', 'Jack Kirkland', 'André de Lorde', 'Julian Barry', 'George Sessions Perry', 'Charles Spaak', 'Rumer Godden', 'Maxim Gorky', 'Jarmo Lampela', 'Octave Mirbeau', 'Émile Zola', 'Jean Renoir', 'Robert Dillon', 'Prosper Mérimée']]
Predicted Ans:    Jean Renoir
Predicted Path:   La Marseillaise --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[written_by]--> Jean Renoir
Path (Raw):       La Marseillaise --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.328839
Path Entropy(↓):  1.048463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is forced vengeance
Start Entity:     Forced Vengeance
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Forced Vengeance --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Forced Vengeance --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.695812
Path Entropy(↓):  3.199254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in alice
Start Entity:     Alice
Gold Answer:      [['Miguel Guilherme', 'Nuno Lopes', 'Beatriz Batarda', 'Ana Bustorff']]
Predicted Ans:    Miguel Guilherme
Predicted Path:   Alice --[starred_actors]--> Nuno Lopes --[(INV) starred_actors]--> Alice --[starred_actors]--> Miguel Guilherme
Path (Raw):       Alice --[starred_actors]--> Nuno Lopes --[(INV) starred_actors]--> Alice --[starred_actors]--> Miguel Guilherme
Neg LogProb(↓):   1.427677
Path Entropy(↓):  2.494624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by alison maclean
Start Entity:     Alison Maclean
Gold Answer:      [['Billy Crudup', 'Andie MacDowell', 'Imelda Staunton', 'Anna Chancellor', 'Kenny Doughty']]
Predicted Ans:    Anna Chancellor
Predicted Path:   Alison Maclean --[(INV) directed_by]--> Crush --[starred_actors]--> Anna Chancellor
Path (Raw):       Alison Maclean --[No Operation]--> Alison Maclean --[(INV) directed_by]--> Crush --[starred_actors]--> Anna Chancellor
Neg LogProb(↓):   0.465909
Path Entropy(↓):  0.838859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did jeffrey bloom write
Start Entity:     Jeffrey Bloom
Gold Answer:      [['Blood Beach', '11 Harrowhouse', 'Flowers in the Attic']]
Predicted Ans:    Blood Beach
Predicted Path:   Jeffrey Bloom --[(INV) written_by]--> Blood Beach --[written_by]--> Steven Nalevansky --[(INV) written_by]--> Blood Beach
Path (Raw):       Jeffrey Bloom --[(INV) written_by]--> Blood Beach --[written_by]--> Steven Nalevansky --[(INV) written_by]--> Blood Beach
Neg LogProb(↓):   0.525403
Path Entropy(↓):  0.676851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by jon ronson starred who
Start Entity:     Jon Ronson
Gold Answer:      [['Kevin Spacey', 'Ewan McGregor', 'George Clooney', 'Jeff Bridges']]
Predicted Ans:    Jon Ronson
Predicted Path:   Jon Ronson --[(INV) written_by]--> Stanley Kubrick's Boxes --[starred_actors]--> Jon Ronson
Path (Raw):       Jon Ronson --[No Operation]--> Jon Ronson --[(INV) written_by]--> Stanley Kubrick's Boxes --[starred_actors]--> Jon Ronson
Neg LogProb(↓):   0.115450
Path Entropy(↓):  0.344550
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted together with garry shandling
Start Entity:     Garry Shandling
Gold Answer:      [['Maria Ouspenskaya', 'John Goodman', 'Bruce Willis', 'Warren Beatty', 'Charles Boyer', 'Wanda Sykes', 'Greg Kinnear', 'Annette Bening', 'Steve Carell', 'Irene Dunne', 'Katharine Hepburn']]
Predicted Ans:    Katharine Hepburn
Predicted Path:   Garry Shandling --[(INV) starred_actors]--> Love Affair --[starred_actors]--> Katharine Hepburn
Path (Raw):       Garry Shandling --[No Operation]--> Garry Shandling --[(INV) starred_actors]--> Love Affair --[starred_actors]--> Katharine Hepburn
Neg LogProb(↓):   0.479412
Path Entropy(↓):  1.243844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the matriarch
Start Entity:     The Matriarch
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   The Matriarch --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[has_genre]--> Musical
Path (Raw):       The Matriarch --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[has_genre]--> Musical
Neg LogProb(↓):   0.124137
Path Entropy(↓):  0.363528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by telling lies in america writers
Start Entity:     Telling Lies in America
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Telling Lies in America --[written_by]--> Joe Eszterhas --[(INV) written_by]--> Showgirls --[has_genre]--> Drama
Path (Raw):       Telling Lies in America --[written_by]--> Joe Eszterhas --[(INV) written_by]--> Showgirls --[has_genre]--> Drama
Neg LogProb(↓):   0.005069
Path Entropy(↓):  0.037756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of anguish
Start Entity:     Anguish
Gold Answer:      [['Yonkers Joe', 'Poltergeist III', 'Maniac Cop 2', '29 Palms', 'Safe Men']]
Predicted Ans:    Poltergeist III
Predicted Path:   Anguish --[starred_actors]--> Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III
Path (Raw):       Anguish --[starred_actors]--> Zelda Rubinstein --[No Operation]--> Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III
Neg LogProb(↓):   0.127364
Path Entropy(↓):  0.388701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie mercenary for justice
Start Entity:     Mercenary for Justice
Gold Answer:      [['Michael Oblowitz', 'Dean Semler', 'Spike Lee', 'Don Michael Paul', 'Justin Donnelly', 'Roland Emmerich', 'Ethan Maniquis', 'Albert Pyun', 'Félix Enríquez Alcalá', 'Don E. FauntLeRoy', 'mink', 'Andrzej Bartkowiak', 'Perry Bhandal', 'Steven Seagal', 'Anthony Hickox', 'Andrew Davis', 'Alexander Gruszynski', 'Jason Hewitt', 'Bruce Malmuth', 'Dwight H. Little', 'Keoni Waxman', 'Robert Parrish', 'Roel Reiné', 'John Flynn', 'Richard Crudo', 'Michael Keusch', 'John Gray', 'Robert Rodriguez', 'Lauro Chartrand', 'Stuart Baird']]
Predicted Ans:    Andrzej Bartkowiak
Predicted Path:   Mercenary for Justice --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Path (Raw):       Mercenary for Justice --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Exit Wounds --[directed_by]--> Andrzej Bartkowiak
Neg LogProb(↓):   1.097624
Path Entropy(↓):  1.900075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of le beau serge
Start Entity:     Le Beau Serge
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Le Beau Serge --[written_by]--> Claude Chabrol --[(INV) written_by]--> Le Beau Serge --[written_by]--> Claude Chabrol
Path (Raw):       Le Beau Serge --[written_by]--> Claude Chabrol --[(INV) written_by]--> Le Beau Serge --[written_by]--> Claude Chabrol
Neg LogProb(↓):   0.201762
Path Entropy(↓):  0.794561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the quiet american
Start Entity:     The Quiet American
Gold Answer:      [['1970', '1946', '1954', '2003', '1992', '1959', '1993', '2006', '1967', '2007', '1963', '1951', '2010', '1953', '2014', '1994', '1972', '1989', '2002', '1955', '2013', '1934', '1978', '1964', '1949', '1997', '1950', '1999', '1987', '1952']]
Predicted Ans:    1946
Predicted Path:   The Quiet American --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[release_year]--> 1946
Path (Raw):       The Quiet American --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[release_year]--> 1946
Neg LogProb(↓):   1.058953
Path Entropy(↓):  1.888425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does laurie simmons star in
Start Entity:     Laurie Simmons
Gold Answer:      [['Tiny Furniture']]
Predicted Ans:    Happy Christmas
Predicted Path:   Laurie Simmons --[(INV) starred_actors]--> Tiny Furniture --[written_by]--> Lena Dunham --[(INV) starred_actors]--> Happy Christmas
Path (Raw):       Laurie Simmons --[(INV) starred_actors]--> Tiny Furniture --[written_by]--> Lena Dunham --[(INV) starred_actors]--> Happy Christmas
Neg LogProb(↓):   0.152643
Path Entropy(↓):  0.424442
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by richard loncraine release
Start Entity:     Richard Loncraine
Gold Answer:      [['2009', '2003', '1993', '2004', '1982', '2006', '2010']]
Predicted Ans:    2009
Predicted Path:   Richard Loncraine --[(INV) directed_by]--> My One and Only --[release_year]--> 2009
Path (Raw):       Richard Loncraine --[No Operation]--> Richard Loncraine --[(INV) directed_by]--> My One and Only --[release_year]--> 2009
Neg LogProb(↓):   1.041621
Path Entropy(↓):  2.023370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of brooklyn rules
Start Entity:     Brooklyn Rules
Gold Answer:      [['Jonah Hill', 'Margot Robbie', 'Leonardo DiCaprio', 'Matthew McConaughey']]
Predicted Ans:    Leonardo DiCaprio
Predicted Path:   Brooklyn Rules --[written_by]--> Terence Winter --[(INV) written_by]--> The Wolf of Wall Street --[starred_actors]--> Leonardo DiCaprio
Path (Raw):       Brooklyn Rules --[written_by]--> Terence Winter --[(INV) written_by]--> The Wolf of Wall Street --[starred_actors]--> Leonardo DiCaprio
Neg LogProb(↓):   0.056215
Path Entropy(↓):  0.246596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed any number can win
Start Entity:     Any Number Can Win
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Any Number Can Win --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[has_genre]--> Comedy
Path (Raw):       Any Number Can Win --[directed_by]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[has_genre]--> Comedy
Neg LogProb(↓):   0.000394
Path Entropy(↓):  0.003620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of welcome to the jungle also wrote movies
Start Entity:     Welcome to the Jungle
Gold Answer:      [['The Saint', 'Kill the Irishman', 'The Punisher']]
Predicted Ans:    The Saint
Predicted Path:   Welcome to the Jungle --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> The Saint
Path (Raw):       Welcome to the Jungle --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> The Saint --[No Operation]--> The Saint
Neg LogProb(↓):   0.018471
Path Entropy(↓):  0.092411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by katy jurado in
Start Entity:     Katy Jurado
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Katy Jurado --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Path (Raw):       Katy Jurado --[No Operation]--> Katy Jurado --[(INV) starred_actors]--> Barabbas --[in_language]--> Swedish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by robert englund were directed by who
Start Entity:     Robert Englund
Gold Answer:      [['Tobe Hooper', 'Ronny Yu', 'Richard Clabaugh', 'Tim Sullivan']]
Predicted Ans:    Ronny Yu
Predicted Path:   Robert Englund --[(INV) starred_actors]--> Freddy vs. Jason --[directed_by]--> Ronny Yu
Path (Raw):       Robert Englund --[No Operation]--> Robert Englund --[(INV) starred_actors]--> Freddy vs. Jason --[directed_by]--> Ronny Yu
Neg LogProb(↓):   0.639412
Path Entropy(↓):  1.035925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film violet tendencies
Start Entity:     Violet Tendencies
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Violet Tendencies --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Violet Tendencies --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.102917
Path Entropy(↓):  4.508556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed simon
Start Entity:     Simon
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   Simon --[directed_by]--> Marshall Brickman --[(INV) directed_by]--> Simon --[has_genre]--> Drama
Path (Raw):       Simon --[directed_by]--> Marshall Brickman --[(INV) directed_by]--> Simon --[has_genre]--> Drama
Neg LogProb(↓):   0.620345
Path Entropy(↓):  0.694346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the film haunter
Start Entity:     Haunter
Gold Answer:      [['Vincenzo Natali']]
Predicted Ans:    Vincenzo Natali
Predicted Path:   Haunter --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Nothing --[directed_by]--> Vincenzo Natali
Path (Raw):       Haunter --[directed_by]--> Vincenzo Natali --[(INV) directed_by]--> Nothing --[directed_by]--> Vincenzo Natali
Neg LogProb(↓):   0.439216
Path Entropy(↓):  0.795239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the incredible shrinking man
Start Entity:     The Incredible Shrinking Man
Gold Answer:      [['Drama', 'Crime', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   The Incredible Shrinking Man --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[has_genre]--> Horror
Path (Raw):       The Incredible Shrinking Man --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[has_genre]--> Horror
Neg LogProb(↓):   0.407542
Path Entropy(↓):  1.082639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of amsterdamned
Start Entity:     Amsterdamned
Gold Answer:      [['Turkish Delight', 'The Assault']]
Predicted Ans:    Amsterdamned
Predicted Path:   Amsterdamned --[starred_actors]--> Monique van de Ven --[(INV) starred_actors]--> Amsterdamned
Path (Raw):       Amsterdamned --[starred_actors]--> Monique van de Ven --[No Operation]--> Monique van de Ven --[(INV) starred_actors]--> Amsterdamned
Neg LogProb(↓):   0.540561
Path Entropy(↓):  1.082658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie dancing lady are written by who
Start Entity:     Dancing Lady
Gold Answer:      [['Frederick Nebel', 'Guy Bolton', 'Rachel Crothers', 'Vicki Baum', 'Miklós László', 'Jane Austen', 'Leroy Scott', 'Lew Lipton', 'Charles Lederer', 'Sidney Sheldon', 'Hanns Kräly', 'John Taintor Foote', 'John Meehan', 'Zelda Sears', 'Ursula Parrott', 'Frederick Kohner', 'Marguerite Roberts', 'Aldous Huxley', 'S.K. Lauren', 'Helen Jerome', 'Ralph Block', 'Jane Hall', 'Anita Loos', 'Bella Spewack', 'John P. Marquand', 'Rida Johnson Young']]
Predicted Ans:    James Warner Bellah
Predicted Path:   Dancing Lady --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[written_by]--> James Warner Bellah
Path (Raw):       Dancing Lady --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Dancing Lady --[written_by]--> James Warner Bellah
Neg LogProb(↓):   0.265458
Path Entropy(↓):  0.828112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the movies that share directors with baby geniuses in
Start Entity:     Baby Geniuses
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Baby Geniuses --[directed_by]--> Bob Clark --[(INV) directed_by]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       Baby Geniuses --[directed_by]--> Bob Clark --[(INV) directed_by]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.000043
Path Entropy(↓):  0.000505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by diana muldaur
Start Entity:     Diana Muldaur
Gold Answer:      [['John Sturges', 'Robert Mulligan']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Diana Muldaur --[(INV) starred_actors]--> The Other --[directed_by]--> Robert Mulligan
Path (Raw):       Diana Muldaur --[No Operation]--> Diana Muldaur --[(INV) starred_actors]--> The Other --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.029113
Path Entropy(↓):  0.130169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the all about eve director
Start Entity:     All About Eve
Gold Answer:      [['William Shakespeare', 'John Klempner', 'Waldemar Young', 'Vincent Lawrence', 'Jo Swerling', 'Abe Burrows', 'David Newman', 'Thomas Sterling', 'Ben Jonson', 'Rod Serling', 'Gore Vidal', 'Jerome Weidman', 'Sidney Buchman', 'Ranald MacDougall', 'Curt Goetz', 'Damon Runyon', 'Tennessee Williams', 'Anthony Shaffer', 'Frederick Knott', 'Robert Benton', 'Anya Seton', 'L.C. Moyzisch', 'Kenneth Fearing', 'Michael Wilson', 'Graham Greene', 'Vera Caspary', 'Harold Pinter', 'Bartlett Cormack', 'Eduardo Mignogna', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   All About Eve --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Guys and Dolls --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       All About Eve --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Guys and Dolls --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.039199
Path Entropy(↓):  2.004566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by opportunity knocks actors
Start Entity:     Opportunity Knocks
Gold Answer:      [['George Gallo', 'Mick Jackson', 'Penelope Spheeris']]
Predicted Ans:    George Gallo
Predicted Path:   Opportunity Knocks --[starred_actors]--> Dana Carvey --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Opportunity Knocks --[starred_actors]--> Dana Carvey --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.000161
Path Entropy(↓):  0.001724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie first a girl
Start Entity:     First a Girl
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   First a Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       First a Girl --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.108704
Path Entropy(↓):  4.499867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by elmer rice in
Start Entity:     Elmer Rice
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Elmer Rice --[(INV) written_by]--> Street Scene --[has_genre]--> Drama
Path (Raw):       Elmer Rice --[No Operation]--> Elmer Rice --[(INV) written_by]--> Street Scene --[has_genre]--> Drama
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by remy girard
Start Entity:     Rémy Girard
Gold Answer:      [['Émile Gaudreault']]
Predicted Ans:    Émile Gaudreault
Predicted Path:   Rémy Girard --[(INV) starred_actors]--> Father and Guns --[directed_by]--> Émile Gaudreault
Path (Raw):       Rémy Girard --[No Operation]--> Rémy Girard --[(INV) starred_actors]--> Father and Guns --[directed_by]--> Émile Gaudreault
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the fortune also starred in which films
Start Entity:     The Fortune
Gold Answer:      [['The Crossing Guard', 'Hoffa', 'Anger Management', 'Five Easy Pieces', 'Love Affair', "Something's Gotta Give", 'Heaven Can Wait', 'The Bucket List', 'The Two Jakes', '$', 'Chinatown', 'Terms of Endearment', "Isn't She Great", 'Carnal Knowledge', 'The Passenger', 'All Fall Down', 'The Shining', 'Bugsy', 'Bonnie and Clyde', "Prizzi's Honor", 'Mickey One', 'Practical Magic', 'A Safe Place', 'As Good as It Gets', 'The Witches of Eastwick', 'Reds', 'Heartburn', 'Grease', 'Ishtar', 'About Schmidt', 'Where the Heart Is', 'The King of Marvin Gardens', 'Back Door to Hell', 'The Business of Strangers', 'A Few Good Men', 'Ride in the Whirlwind', 'Hells Angels on Wheels', 'Wolf', 'Lilith', 'The Postman Always Rings Twice', 'Dick Tracy', 'The Parallax View', 'Man Trouble', 'The Missouri Breaks', "Goin' South", 'Batman', 'The Border', 'Staying Together', 'The Departed', 'The Last Detail', 'How Do You Know', 'Ironweed', 'Six Degrees of Separation', 'The Shooting', 'Blood and Wine', 'Mars Attacks!', 'Shampoo', 'Kaleidoscope', 'The Big Bus']]
Predicted Ans:    Five Easy Pieces
Predicted Path:   The Fortune --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> Five Easy Pieces
Path (Raw):       The Fortune --[starred_actors]--> Jack Nicholson --[No Operation]--> Jack Nicholson --[(INV) starred_actors]--> Five Easy Pieces
Neg LogProb(↓):   1.107526
Path Entropy(↓):  1.994347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the deep in
Start Entity:     The Deep
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    Icelandic
Predicted Path:   The Deep --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Path (Raw):       The Deep --[starred_actors]--> Jacqueline Bisset --[(INV) starred_actors]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.199622
Path Entropy(↓):  0.650867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of the hanging garden
Start Entity:     The Hanging Garden
Gold Answer:      [['2011', '2003', '2005']]
Predicted Ans:    2003
Predicted Path:   The Hanging Garden --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> The Event --[release_year]--> 2003
Path (Raw):       The Hanging Garden --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> The Event --[release_year]--> 2003
Neg LogProb(↓):   0.695724
Path Entropy(↓):  1.138372
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a long way down
Start Entity:     A Long Way Down
Gold Answer:      [['Fever Pitch', 'Wild', 'An Education', 'Brooklyn', 'About a Boy', 'High Fidelity']]
Predicted Ans:    A Long Way Down
Predicted Path:   A Long Way Down --[written_by]--> Nick Hornby --[(INV) written_by]--> A Long Way Down
Path (Raw):       A Long Way Down --[No Operation]--> A Long Way Down --[written_by]--> Nick Hornby --[(INV) written_by]--> A Long Way Down
Neg LogProb(↓):   0.403985
Path Entropy(↓):  0.790426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films directed by fabrice canepa
Start Entity:     Fabrice Canepa
Gold Answer:      [['Humphrey Bogart', 'Joel McCrea', 'Sylvia Sidney']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Fabrice Canepa --[(INV) directed_by]--> Dead End --[starred_actors]--> Humphrey Bogart
Path (Raw):       Fabrice Canepa --[No Operation]--> Fabrice Canepa --[(INV) directed_by]--> Dead End --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the vanishing
Start Entity:     The Vanishing
Gold Answer:      [['france', 'remade', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Vanishing --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Vanishing --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.227986
Path Entropy(↓):  0.525309
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie delhi belly in
Start Entity:     Delhi Belly
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Delhi Belly --[in_language]--> Hindi --[(INV) in_language]--> Raincoat --[in_language]--> Hindi
Path (Raw):       Delhi Belly --[in_language]--> Hindi --[(INV) in_language]--> Raincoat --[in_language]--> Hindi
Neg LogProb(↓):   1.196313
Path Entropy(↓):  1.886263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of we're no angels
Start Entity:     We're No Angels
Gold Answer:      [['Michael Curtiz']]
Predicted Ans:    Michael Curtiz
Predicted Path:   We're No Angels --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Path (Raw):       We're No Angels --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Dodge City --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   0.138490
Path Entropy(↓):  0.592578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by robert macleod
Start Entity:     Robert MacLeod
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Robert MacLeod --[(INV) written_by]--> 100 Rifles --[has_genre]--> Western
Path (Raw):       Robert MacLeod --[No Operation]--> Robert MacLeod --[(INV) written_by]--> 100 Rifles --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film watching the detectives
Start Entity:     Watching the Detectives
Gold Answer:      [['Paul Soter']]
Predicted Ans:    Paul Soter
Predicted Path:   Watching the Detectives --[written_by]--> Paul Soter --[(INV) written_by]--> Watching the Detectives --[written_by]--> Paul Soter
Path (Raw):       Watching the Detectives --[written_by]--> Paul Soter --[(INV) written_by]--> Watching the Detectives --[written_by]--> Paul Soter
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with vinicius de oliveira
Start Entity:     Vinícius de Oliveira
Gold Answer:      [['Fernanda Montenegro', 'Sandra Corveloni']]
Predicted Ans:    Vinícius de Oliveira
Predicted Path:   Vinícius de Oliveira --[(INV) starred_actors]--> Central Station --[starred_actors]--> Vinícius de Oliveira
Path (Raw):       Vinícius de Oliveira --[No Operation]--> Vinícius de Oliveira --[(INV) starred_actors]--> Central Station --[starred_actors]--> Vinícius de Oliveira
Neg LogProb(↓):   0.000638
Path Entropy(↓):  0.005773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the game were released in which years
Start Entity:     The Game
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2004', '1982', '2014', '1994', '1956', '1983', '1995', '1972', '2001', '1990', '1989', '1996', '1981', '1955', '2011', '2013', '1988', '1978', '2000', '1949', '1997', '2005', '1987', '1986']]
Predicted Ans:    2011
Predicted Path:   The Game --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Path (Raw):       The Game --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Neg LogProb(↓):   1.196245
Path Entropy(↓):  2.044637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film come back, little sheba were released in which years
Start Entity:     Come Back, Little Sheba
Gold Answer:      [['1980', '1970', '1946', '1954', '1974', '1977', '1968', '1963', '1998', '1957', '1951', '1973', '1953', '1947', '1956', '1983', '1948', '1972', '1971', '1996', '1961', '1955', '1986', '1962', '1988', '1978', '1964', '1949', '1997', '1966', '1950', '1960', '1965', '1969', '1952', '1958']]
Predicted Ans:    1964
Predicted Path:   Come Back, Little Sheba --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Train --[release_year]--> 1964
Path (Raw):       Come Back, Little Sheba --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Train --[release_year]--> 1964
Neg LogProb(↓):   1.408225
Path Entropy(↓):  2.460211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by yves montand in
Start Entity:     Yves Montand
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Yves Montand --[(INV) starred_actors]--> The Confession --[in_language]--> French
Path (Raw):       Yves Montand --[No Operation]--> Yves Montand --[(INV) starred_actors]--> The Confession --[in_language]--> French
Neg LogProb(↓):   0.016416
Path Entropy(↓):  0.092623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of james hayman directed movies
Start Entity:     James Hayman
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   James Hayman --[(INV) directed_by]--> Sorority Wars --[release_year]--> 2009
Path (Raw):       James Hayman --[No Operation]--> James Hayman --[(INV) directed_by]--> Sorority Wars --[release_year]--> 2009
Neg LogProb(↓):   0.333782
Path Entropy(↓):  0.596497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with my chauffeur were released in which years
Start Entity:     My Chauffeur
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   My Chauffeur --[written_by]--> David Beaird --[(INV) written_by]--> Scorchers --[release_year]--> 1991
Path (Raw):       My Chauffeur --[written_by]--> David Beaird --[(INV) written_by]--> Scorchers --[release_year]--> 1991
Neg LogProb(↓):   0.632689
Path Entropy(↓):  0.697224
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by annette funicello were written by who
Start Entity:     Annette Funicello
Gold Answer:      [['Felix Salten', 'William Asher']]
Predicted Ans:    Felix Salten
Predicted Path:   Annette Funicello --[(INV) starred_actors]--> The Shaggy Dog --[written_by]--> Felix Salten
Path (Raw):       Annette Funicello --[No Operation]--> Annette Funicello --[(INV) starred_actors]--> The Shaggy Dog --[written_by]--> Felix Salten
Neg LogProb(↓):   0.146758
Path Entropy(↓):  0.411577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by louis bromfield release
Start Entity:     Louis Bromfield
Gold Answer:      [['1944', '1955', '1939']]
Predicted Ans:    1939
Predicted Path:   Louis Bromfield --[(INV) written_by]--> The Rains Came --[release_year]--> 1939
Path (Raw):       Louis Bromfield --[No Operation]--> Louis Bromfield --[(INV) written_by]--> The Rains Came --[release_year]--> 1939
Neg LogProb(↓):   0.482853
Path Entropy(↓):  0.926895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by justin simien
Start Entity:     Justin Simien
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Justin Simien --[(INV) written_by]--> Dear White People --[has_genre]--> Drama
Path (Raw):       Justin Simien --[No Operation]--> Justin Simien --[(INV) written_by]--> Dear White People --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie expect no mercy
Start Entity:     Expect No Mercy
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Expect No Mercy --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Expect No Mercy --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.190882
Path Entropy(↓):  4.414604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of nothing to declare
Start Entity:     Nothing to Declare
Gold Answer:      [['Dany Boon']]
Predicted Ans:    Dany Boon
Predicted Path:   Nothing to Declare --[written_by]--> Dany Boon --[(INV) written_by]--> Supercondriaque --[starred_actors]--> Dany Boon
Path (Raw):       Nothing to Declare --[written_by]--> Dany Boon --[(INV) written_by]--> Supercondriaque --[starred_actors]--> Dany Boon
Neg LogProb(↓):   0.006963
Path Entropy(↓):  0.041406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is nothing to declare about
Start Entity:     Nothing to Declare
Gold Answer:      [['comedy', 'dany boon']]
Predicted Ans:    dany boon
Predicted Path:   Nothing to Declare --[has_tags]--> dany boon --[(INV) has_tags]--> Supercondriaque --[has_tags]--> dany boon
Path (Raw):       Nothing to Declare --[has_tags]--> dany boon --[(INV) has_tags]--> Supercondriaque --[has_tags]--> dany boon
Neg LogProb(↓):   0.000626
Path Entropy(↓):  0.005632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by sudden fear actors
Start Entity:     Sudden Fear
Gold Answer:      [['Richard Rich', 'Lukas Heller', 'Henry Farrell', 'Edna L. Lee', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Rachel Crothers', 'A. Carter Goodloe', 'Zachary Gold', 'Gianfranco Parolini', 'Frederick Lonsdale', 'Clifford Odets', 'John Gilling', 'Peter Bryan', 'William H. Macy', 'Aben Kandel', 'Jan Lustig', 'Terry Marcel', 'Robert Aldrich', 'Roy Chanslor', 'Jean Rouverol', 'Ursula Curtiss', 'Bernard Girard', 'Edward Rugoff', 'Dariel Telfer', 'Samuel Hopkins Adams', 'William P. McGivern', 'Ranald MacDougall', 'Jack Jevne', 'Jerry Paris', 'Ainsworth Morgan', 'Stephen Morehouse Avery', 'Lawrence P. Bachmann', 'Edward Barry Roberts', 'Lucien Hubbard', 'Lenore J. Coffee', 'James Warner Bellah', 'Richard Matheson', 'Hall Bartlett', 'Donald Ogden Stewart', 'Tod Browning', 'Ben Ames Williams', 'Philip Yordan', 'John Michael Hayes', 'Ferenc Molnár', 'Francis de Croisset', 'James M. Cain', 'Hugo Butler', 'Ted Shane', 'S.K. Lauren', 'Henry F. Greenberg', 'Robert Wilder', 'Bayard Veiller', 'James Gunn', 'Nicholas Monsarrat', 'George Kelly', 'Anita Loos', 'Richard Sale', 'Lawrence Hazard', 'Fannie Hurst', 'Robert Bloch', 'Silvia Richards', 'Edgar Selwyn', 'George Worthing Yates', 'Rita Weiman', 'Elizabeth Janeway', 'Charles MacArthur', 'David Hertz', 'Charles Marquis Warren', 'Michael Gottlieb', 'James Poe', 'Helen MacInnes', 'Joseph L. Mankiewicz', 'Charles Kaufman', 'Thomas B. Allen']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Sudden Fear --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> Ranald MacDougall
Path (Raw):       Sudden Fear --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   1.660453
Path Entropy(↓):  2.390000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by bradley cooper
Start Entity:     bradley cooper
Gold Answer:      [['The Midnight Meat Train', 'The Hangover', 'The Hangover Part III', 'The Words', 'The Hangover Part II', 'The Place Beyond the Pines', 'Silver Linings Playbook', 'The A-Team', 'All About Steve', 'Limitless', 'American Sniper', "He's Just Not That Into You", 'American Hustle']]
Predicted Ans:    The Hangover Part II
Predicted Path:   bradley cooper --[(INV) has_tags]--> The Hangover Part II --[has_tags]--> todd phillips --[(INV) has_tags]--> The Hangover Part II
Path (Raw):       bradley cooper --[(INV) has_tags]--> The Hangover Part II --[has_tags]--> todd phillips --[(INV) has_tags]--> The Hangover Part II
Neg LogProb(↓):   0.072746
Path Entropy(↓):  0.355687
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of ratcatcher
Start Entity:     Ratcatcher
Gold Answer:      [['2011', '2002']]
Predicted Ans:    2011
Predicted Path:   Ratcatcher --[written_by]--> Lynne Ramsay --[(INV) written_by]--> We Need to Talk About Kevin --[release_year]--> 2011
Path (Raw):       Ratcatcher --[written_by]--> Lynne Ramsay --[(INV) written_by]--> We Need to Talk About Kevin --[release_year]--> 2011
Neg LogProb(↓):   0.367405
Path Entropy(↓):  0.799484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the cobbler
Start Entity:     The Cobbler
Gold Answer:      [['Joe Tiboni', 'Ovidio G. Assonitis', 'Giulio Paradisi', 'Thomas McCarthy']]
Predicted Ans:    Thomas McCarthy
Predicted Path:   The Cobbler --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> The Visitor --[written_by]--> Thomas McCarthy
Path (Raw):       The Cobbler --[directed_by]--> Thomas McCarthy --[(INV) directed_by]--> The Visitor --[written_by]--> Thomas McCarthy
Neg LogProb(↓):   0.103135
Path Entropy(↓):  0.379412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by fred olen ray starred who
Start Entity:     Fred Olen Ray
Gold Answer:      [['Michael Dudikoff']]
Predicted Ans:    Michael Dudikoff
Predicted Path:   Fred Olen Ray --[(INV) directed_by]--> The Shooter --[starred_actors]--> Michael Dudikoff
Path (Raw):       Fred Olen Ray --[No Operation]--> Fred Olen Ray --[(INV) directed_by]--> The Shooter --[starred_actors]--> Michael Dudikoff
Neg LogProb(↓):   0.036799
Path Entropy(↓):  0.155672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed we all loved each other so much
Start Entity:     We All Loved Each Other So Much
Gold Answer:      [['Vittorio Gassman', 'John Vernon', 'Sophia Loren', 'Marcello Mastroianni', 'Michelle Pfeiffer', 'Dianna Agron', "John D'Leo", 'Robert De Niro']]
Predicted Ans:    Robert De Niro
Predicted Path:   We All Loved Each Other So Much --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Path (Raw):       We All Loved Each Other So Much --[directed_by]--> Ettore Scola --[(INV) directed_by]--> The Family --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.098289
Path Entropy(↓):  0.400263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with my neighbors the yamadas fall under
Start Entity:     My Neighbors the Yamadas
Gold Answer:      [['Drama', 'War', 'Animation']]
Predicted Ans:    Drama
Predicted Path:   My Neighbors the Yamadas --[directed_by]--> Isao Takahata --[(INV) directed_by]--> Only Yesterday --[has_genre]--> Drama
Path (Raw):       My Neighbors the Yamadas --[directed_by]--> Isao Takahata --[(INV) directed_by]--> Only Yesterday --[has_genre]--> Drama
Neg LogProb(↓):   0.024266
Path Entropy(↓):  0.127069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by jocelyn towne
Start Entity:     Jocelyn Towne
Gold Answer:      [['Simon Helberg']]
Predicted Ans:    Jocelyn Towne
Predicted Path:   Jocelyn Towne --[(INV) directed_by]--> We'll Never Have Paris --[directed_by]--> Jocelyn Towne
Path (Raw):       Jocelyn Towne --[No Operation]--> Jocelyn Towne --[(INV) directed_by]--> We'll Never Have Paris --[directed_by]--> Jocelyn Towne
Neg LogProb(↓):   0.032539
Path Entropy(↓):  0.163871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films directed by farhan akhtar
Start Entity:     Farhan Akhtar
Gold Answer:      [['Ameet Mehta']]
Predicted Ans:    Farhan Akhtar
Predicted Path:   Farhan Akhtar --[(INV) directed_by]--> Don --[written_by]--> Farhan Akhtar
Path (Raw):       Farhan Akhtar --[No Operation]--> Farhan Akhtar --[(INV) directed_by]--> Don --[written_by]--> Farhan Akhtar
Neg LogProb(↓):   0.395830
Path Entropy(↓):  0.876311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same actor of libertarias
Start Entity:     Libertarias
Gold Answer:      [['Love Can Seriously Damage Your Health', 'Second Skin']]
Predicted Ans:    Second Skin
Predicted Path:   Libertarias --[starred_actors]--> Ariadna Gil --[(INV) starred_actors]--> Second Skin
Path (Raw):       Libertarias --[starred_actors]--> Ariadna Gil --[No Operation]--> Ariadna Gil --[(INV) starred_actors]--> Second Skin
Neg LogProb(↓):   0.121624
Path Entropy(↓):  0.398725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for out to sea
Start Entity:     Out to Sea
Gold Answer:      [['Robert Nelson Jacobs']]
Predicted Ans:    Joanne Harris
Predicted Path:   Out to Sea --[written_by]--> Robert Nelson Jacobs --[(INV) written_by]--> Chocolat --[written_by]--> Joanne Harris
Path (Raw):       Out to Sea --[written_by]--> Robert Nelson Jacobs --[(INV) written_by]--> Chocolat --[written_by]--> Joanne Harris
Neg LogProb(↓):   0.633148
Path Entropy(↓):  1.172692
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the case of the curious bride are written by who
Start Entity:     The Case of the Curious Bride
Gold Answer:      [['Erwin S. Gelsey', 'Waldemar Young', 'Vincent Lawrence', 'Faith Baldwin', 'Fannie Hurst', 'William Hurlbut', 'Ben Markson', 'James Seymour', 'Bartlett Cormack', 'Randall Wallace', 'Eduardo Mignogna', 'Avery Hopwood', 'Ranald MacDougall', 'Joseph L. Mankiewicz', 'Sidney Buchman', 'David Boehm', 'James Napier Robertson']]
Predicted Ans:    Randall Wallace
Predicted Path:   The Case of the Curious Bride --[starred_actors]--> Warren William --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Path (Raw):       The Case of the Curious Bride --[starred_actors]--> Warren William --[(INV) starred_actors]--> The Man in the Iron Mask --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.186463
Path Entropy(↓):  0.475540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the art of the steal also wrote which films
Start Entity:     The Art of the Steal
Gold Answer:      [["A Beginner's Guide to Endings"]]
Predicted Ans:    A Beginner's Guide to Endings
Predicted Path:   The Art of the Steal --[written_by]--> Jonathan Sobol --[(INV) written_by]--> A Beginner's Guide to Endings
Path (Raw):       The Art of the Steal --[written_by]--> Jonathan Sobol --[(INV) written_by]--> A Beginner's Guide to Endings --[No Operation]--> A Beginner's Guide to Endings
Neg LogProb(↓):   0.076677
Path Entropy(↓):  0.263409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie candleshoe
Start Entity:     Candleshoe
Gold Answer:      [['Edmund Goulding', 'J. Lee Thompson', 'Garson Kanin', 'Norman Taurog', 'Tay Garnett', 'Adrian Lyne', 'Dennis Hopper', 'Spike Lee', 'Guy Green', 'Jonathan Demme', 'Don Bluth', 'Neill Blomkamp', 'Blake Edwards', 'Carol Reed', 'Richard Donner', 'Michael Apted', 'Martin Campbell', 'Roman Polanski', 'Frank Borzage', 'Henry Hathaway', 'Mark Levin', 'Otto Preminger', 'Gregory La Cava', 'Jennifer Flackett', 'Henry Koster', 'Tony Bill', 'Nicolas Gessner', 'Nicholas Ray', 'Gary Goldman', 'Howard Hawks', 'Alan Parker', 'Anatole Litvak', 'Jon Amiel', 'Robert Schwentke', 'Neil Jordan', 'Andy Tennant', 'Charles Walters', 'Robert Zemeckis', 'Delbert Mann', 'Tony Richardson', 'Irving Reis', 'Ralph Levy', 'Edgar Selwyn', 'David Fincher', 'Charles Vidor', 'Val Guest', 'Jonathan Kaplan', 'Jodie Foster', 'Delphine Gleize', 'H. Bruce Humberstone', 'Clarence Brown', 'Gary Nelson']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   Candleshoe --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone --[directed_by]--> J. Lee Thompson
Path (Raw):       Candleshoe --[starred_actors]--> David Niven --[(INV) starred_actors]--> The Guns of Navarone --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   0.975532
Path Entropy(↓):  1.678720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by s. n. behrman release
Start Entity:     S.N. Behrman
Gold Answer:      [['1961', '1932', '1938']]
Predicted Ans:    1961
Predicted Path:   S.N. Behrman --[(INV) written_by]--> Fanny --[release_year]--> 1961
Path (Raw):       S.N. Behrman --[No Operation]--> S.N. Behrman --[(INV) written_by]--> Fanny --[release_year]--> 1961
Neg LogProb(↓):   0.523013
Path Entropy(↓):  1.076025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for all's faire in love
Start Entity:     All's Faire in Love
Gold Answer:      [['Scott Marshall', 'Jeffrey Ray Wine']]
Predicted Ans:    Jeffrey Ray Wine
Predicted Path:   All's Faire in Love --[written_by]--> Jeffrey Ray Wine --[(INV) written_by]--> All's Faire in Love --[written_by]--> Jeffrey Ray Wine
Path (Raw):       All's Faire in Love --[written_by]--> Jeffrey Ray Wine --[(INV) written_by]--> All's Faire in Love --[written_by]--> Jeffrey Ray Wine
Neg LogProb(↓):   0.284836
Path Entropy(↓):  0.742415
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the emperor's new groove
Start Entity:     The Emperor's New Groove
Gold Answer:      [['Mark Dindal', 'David Lister', 'Kirk Wise', 'Christophe Gans', 'Jean Cocteau', 'Gary Trousdale']]
Predicted Ans:    Mark Dindal
Predicted Path:   The Emperor's New Groove --[written_by]--> Mark Dindal --[(INV) written_by]--> Cats Don't Dance --[directed_by]--> Mark Dindal
Path (Raw):       The Emperor's New Groove --[written_by]--> Mark Dindal --[(INV) written_by]--> Cats Don't Dance --[directed_by]--> Mark Dindal
Neg LogProb(↓):   0.248319
Path Entropy(↓):  0.789532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie the garage
Start Entity:     The Garage
Gold Answer:      [['Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   The Garage --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Garage --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.245219
Path Entropy(↓):  4.474030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of 4 for texas starred who
Start Entity:     4 for Texas
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Laurene Landon', 'Vicki Frederick', 'Eddie Albert', 'Catherine Deneuve', 'Ernest Borgnine', 'Gary Cooper', 'Harrison Ford', 'Dorothy Malone', 'James Stewart', 'Michael Caine', 'Richard Jaeckel', 'Burt Reynolds', 'Cliff Robertson', 'Bruce Davison', 'Joseph Cotten', 'Peter Finch', 'Harry Andrews', 'Ben Johnson', 'Bette Davis', 'Lee Marvin', 'Martine Carol', 'Paul Winfield', 'Wendell Corey', 'Jack Palance', 'Joan Crawford', 'Gene Wilder', 'Ian Bannen', 'Robert Strauss', 'Kim Novak', 'Jeff Chandler', 'Ralph Meeker', 'Denise Darcel', 'Burt Lancaster', 'Kirk Douglas', 'Jean Hagen', 'Hardy Krüger', 'Charles Bronson', 'Cesar Romero', 'Ida Lupino', 'Jim Brown', 'Rock Hudson']]
Predicted Ans:    Bette Davis
Predicted Path:   4 for Texas --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Path (Raw):       4 for Texas --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.851610
Path Entropy(↓):  1.537433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by cliff owen were in which genres
Start Entity:     Cliff Owen
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cliff Owen --[(INV) directed_by]--> The Wrong Arm of the Law --[has_genre]--> Comedy
Path (Raw):       Cliff Owen --[No Operation]--> Cliff Owen --[(INV) directed_by]--> The Wrong Arm of the Law --[has_genre]--> Comedy
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000140
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the untouchables were directed by who
Start Entity:     The Untouchables
Gold Answer:      [['Sidney Lumet', 'Don Siegel', 'Anthony Asquith', 'Barry Levinson', 'James Foley', 'David Mamet', 'Joe Mantegna', 'Stuart Gordon', 'Tay Garnett', 'Danny DeVito', 'Steve Pink', 'John Frankenheimer', 'Bob Rafelson', 'Michael Corrente', 'Louis Malle']]
Predicted Ans:    David Mamet
Predicted Path:   The Untouchables --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[directed_by]--> David Mamet
Path (Raw):       The Untouchables --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[directed_by]--> David Mamet
Neg LogProb(↓):   0.343841
Path Entropy(↓):  1.031132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the fantastic mr. fox director
Start Entity:     Fantastic Mr. Fox
Gold Answer:      [['Jason Schwartzman', 'Owen Wilson', 'Noah Baumbach', 'Stefan Zweig', 'Wes Anderson', 'Roman Coppola']]
Predicted Ans:    Wes Anderson
Predicted Path:   Fantastic Mr. Fox --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Darjeeling Limited --[written_by]--> Wes Anderson
Path (Raw):       Fantastic Mr. Fox --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Darjeeling Limited --[written_by]--> Wes Anderson
Neg LogProb(↓):   1.351785
Path Entropy(↓):  2.084140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of tap is also the director of which movies
Start Entity:     Tap
Gold Answer:      [['Dennis the Menace', 'The Last Starfighter', 'The Boy Who Could Fly']]
Predicted Ans:    Dennis the Menace
Predicted Path:   Tap --[directed_by]--> Nick Castle --[(INV) directed_by]--> Dennis the Menace
Path (Raw):       Tap --[directed_by]--> Nick Castle --[(INV) directed_by]--> Dennis the Menace --[No Operation]--> Dennis the Menace
Neg LogProb(↓):   0.336869
Path Entropy(↓):  0.851126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
An unreasonable man, when was it released
Start Entity:     An Unreasonable Man
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   An Unreasonable Man --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Path (Raw):       An Unreasonable Man --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Neg LogProb(↓):   2.573586
Path Entropy(↓):  4.349412
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with backlash
Start Entity:     Backlash
Gold Answer:      [["Winchester '73", 'Flame of Barbary Coast', 'Red River', 'Vera Cruz', 'The Far Country']]
Predicted Ans:    Flame of Barbary Coast
Predicted Path:   Backlash --[written_by]--> Borden Chase --[(INV) written_by]--> Flame of Barbary Coast
Path (Raw):       Backlash --[written_by]--> Borden Chase --[(INV) written_by]--> Flame of Barbary Coast --[No Operation]--> Flame of Barbary Coast
Neg LogProb(↓):   0.509624
Path Entropy(↓):  1.015207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by howard r. cohen
Start Entity:     Howard R. Cohen
Gold Answer:      [['Richard Benjamin', 'Lana Clarkson', 'Paula Prentiss']]
Predicted Ans:    Richard Benjamin
Predicted Path:   Howard R. Cohen --[(INV) written_by]--> Saturday the 14th --[starred_actors]--> Richard Benjamin
Path (Raw):       Howard R. Cohen --[No Operation]--> Howard R. Cohen --[(INV) written_by]--> Saturday the 14th --[starred_actors]--> Richard Benjamin
Neg LogProb(↓):   0.007670
Path Entropy(↓):  0.047717
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of year of the comet
Start Entity:     Year of the Comet
Gold Answer:      [["Murphy's War", 'The Hot Rock', 'Roommates', 'The House on Carroll Street', 'Don Quixote', "For Pete's Sake", 'The Dresser', 'An Innocent Man', 'The Friends of Eddie Coyle', 'Breaking Away', 'Eyewitness', 'Bullitt', 'Krull', 'Suspect', 'Summer Holiday', 'The Deep', 'The Run of the Country']]
Predicted Ans:    The Deep
Predicted Path:   Year of the Comet --[directed_by]--> Peter Yates --[(INV) directed_by]--> The Deep
Path (Raw):       Year of the Comet --[directed_by]--> Peter Yates --[(INV) directed_by]--> The Deep --[No Operation]--> The Deep
Neg LogProb(↓):   0.119578
Path Entropy(↓):  0.508658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the white mischief director
Start Entity:     White Mischief
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   White Mischief --[directed_by]--> Michael Radford --[(INV) directed_by]--> The Merchant of Venice --[in_language]--> English
Path (Raw):       White Mischief --[directed_by]--> Michael Radford --[(INV) directed_by]--> The Merchant of Venice --[in_language]--> English
Neg LogProb(↓):   0.693155
Path Entropy(↓):  0.693245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by blast from the past actors
Start Entity:     Blast from the Past
Gold Answer:      [['Walter Hill', 'Les Mayfield', 'Clint Eastwood', 'Mike Nichols', 'Mark Rydell', 'John Badham', 'Robert Mandel', 'David Lynch', 'Michael Lehmann', 'Henry Selick', 'Rusty Lemorande', 'Abel Ferrara', 'Michael Cimino', "Peter O'Fallon", 'Iain Softley', 'William Conrad', 'William Wyler', 'Dirk Shafer', 'Greg Spence', 'Douglas Trumbull', 'Cal Brunker', 'Barry Levinson', 'Michael Apted', 'Fisher Stevens', 'Terence Fisher', 'Roger Kumble', 'Bill Condon', 'David Cronenberg', 'Stanley Donen', 'Laís Bodanzky', 'Richard Pearce', 'Peter Hewitt', 'David Dobkin', 'Tim Burton', 'Marco Brambilla', 'Joseph L. Mankiewicz', 'Michael Ritchie', 'Gregory Widen', 'Michael Seresin', 'Todd Field', 'Henry Levin', 'Bille Woodruff', 'Pat Verducci', 'Robert Altman', 'Kenneth Branagh', 'Karl Freund', 'Stephen Sommers', 'Courtney Solomon', 'Charles Matthau', 'Jarmo Lampela', 'Paul Schrader', 'John Glen', 'Tom Moore', 'Peter Lepeniotis', 'Guy Ferland', 'Seth Gordon', 'Terrence Malick', 'Brian De Palma', 'Philip Ridley', 'Hunter Hill', 'Brett Leonard', 'Perry Moore', 'James Foley', 'Wayne Kramer', 'Frank Coraci', 'Jieho Lee', 'Tony Scott', 'David McNally', 'Alan Shapiro', 'Phillip Noyce', 'Jonathan Hensleigh', 'Aaron Schneider', 'Steven Spielberg', 'Amy Heckerling', 'Harold Ramis', 'Alek Keshishian', 'Gavin Grazer', 'John Irvin', 'Jean Renoir']]
Predicted Ans:    Philip Ridley
Predicted Path:   Blast from the Past --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Path (Raw):       Blast from the Past --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Neg LogProb(↓):   1.083542
Path Entropy(↓):  1.844577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with david paymer
Start Entity:     David Paymer
Gold Answer:      [['Tom Arnold', 'Crispin Glover', 'William H. Macy', 'Margot Robbie', 'Maria Bello', 'Will Smith', 'Meat Loaf', 'Laura Dern', 'Gregg Henry', 'Mel Gibson', 'Billy Crystal']]
Predicted Ans:    Mel Gibson
Predicted Path:   David Paymer --[(INV) starred_actors]--> Payback --[starred_actors]--> Mel Gibson
Path (Raw):       David Paymer --[No Operation]--> David Paymer --[(INV) starred_actors]--> Payback --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.079272
Path Entropy(↓):  0.315865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by john travolta
Start Entity:     John Travolta
Gold Answer:      [['Romance', 'Family', 'Music', 'Western', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   John Travolta --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Path (Raw):       John Travolta --[No Operation]--> John Travolta --[(INV) starred_actors]--> Mad City --[has_genre]--> Thriller
Neg LogProb(↓):   0.094460
Path Entropy(↓):  0.459705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films jack the giant killer are written by who
Start Entity:     Jack the Giant Killer
Gold Answer:      [['Mark Atkins']]
Predicted Ans:    Mark Atkins
Predicted Path:   Jack the Giant Killer --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Sand Sharks --[directed_by]--> Mark Atkins
Path (Raw):       Jack the Giant Killer --[directed_by]--> Mark Atkins --[(INV) directed_by]--> Sand Sharks --[directed_by]--> Mark Atkins
Neg LogProb(↓):   0.013048
Path Entropy(↓):  0.074039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with london river were released in which years
Start Entity:     London River
Gold Answer:      [['2006', '2011', '2010', '1944']]
Predicted Ans:    1944
Predicted Path:   London River --[written_by]--> Rachid Bouchareb --[(INV) written_by]--> Days of Glory --[release_year]--> 1944
Path (Raw):       London River --[written_by]--> Rachid Bouchareb --[(INV) written_by]--> Days of Glory --[release_year]--> 1944
Neg LogProb(↓):   0.060539
Path Entropy(↓):  0.289534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote wolfsburg
Start Entity:     Wolfsburg
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Wolfsburg --[written_by]--> Christian Petzold --[(INV) written_by]--> Jerichow --[has_genre]--> Drama
Path (Raw):       Wolfsburg --[written_by]--> Christian Petzold --[(INV) written_by]--> Jerichow --[has_genre]--> Drama
Neg LogProb(↓):   0.271320
Path Entropy(↓):  0.566662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by dead calm actors
Start Entity:     Dead Calm
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'Crime', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Dead Calm --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Path (Raw):       Dead Calm --[starred_actors]--> Sam Neill --[(INV) starred_actors]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.446334
Path Entropy(↓):  1.006442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with fulltime killer in
Start Entity:     Fulltime Killer
Gold Answer:      [['Cantonese', 'French', 'English', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   Fulltime Killer --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[in_language]--> Cantonese
Path (Raw):       Fulltime Killer --[directed_by]--> Johnnie To --[(INV) directed_by]--> Election --[in_language]--> Cantonese
Neg LogProb(↓):   0.000404
Path Entropy(↓):  0.003861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of devdas also starred in which movies
Start Entity:     Devdas
Gold Answer:      [['Aaja Nachle', 'Hum Tumhare Hain Sanam']]
Predicted Ans:    Devdas
Predicted Path:   Devdas --[starred_actors]--> Madhuri Dixit --[(INV) starred_actors]--> Devdas
Path (Raw):       Devdas --[starred_actors]--> Madhuri Dixit --[No Operation]--> Madhuri Dixit --[(INV) starred_actors]--> Devdas
Neg LogProb(↓):   0.155873
Path Entropy(↓):  0.486699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie communion
Start Entity:     Communion
Gold Answer:      [['Walter Hill', 'Greg Spence', 'Gregory Widen', 'James Foley', 'Peter Hyams', 'Michael Seresin', 'Douglas Trumbull', 'Frank Coraci', 'Mike Nichols', 'John Badham', 'Tony Scott', 'Barry Levinson', 'Fisher Stevens', 'David McNally', 'Abel Ferrara', 'Michael Cimino', 'Hugh Wilson', "Peter O'Fallon", 'Jonathan Hensleigh', 'David Cronenberg', 'Paul Schrader', 'Steven Spielberg', 'John Glen', 'Peter Hewitt', 'Laís Bodanzky', 'David Dobkin', 'Tim Burton', 'William Conrad', 'Dirk Shafer', 'Marco Brambilla', 'John Irvin', 'Rob Reiner']]
Predicted Ans:    Michael Cimino
Predicted Path:   Communion --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[directed_by]--> Michael Cimino
Path (Raw):       Communion --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[directed_by]--> Michael Cimino
Neg LogProb(↓):   1.012771
Path Entropy(↓):  2.003100
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did zachary heinzerling write the story for
Start Entity:     Zachary Heinzerling
Gold Answer:      [['Cutie and the Boxer']]
Predicted Ans:    Cutie and the Boxer
Predicted Path:   Zachary Heinzerling --[(INV) written_by]--> Cutie and the Boxer --[written_by]--> Zachary Heinzerling --[(INV) written_by]--> Cutie and the Boxer
Path (Raw):       Zachary Heinzerling --[(INV) written_by]--> Cutie and the Boxer --[written_by]--> Zachary Heinzerling --[(INV) written_by]--> Cutie and the Boxer
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for dynamite
Start Entity:     Dynamite
Gold Answer:      [['Cecil B. DeMille']]
Predicted Ans:    Cecil B. DeMille
Predicted Path:   Dynamite --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> The Sign of the Cross --[directed_by]--> Cecil B. DeMille
Path (Raw):       Dynamite --[directed_by]--> Cecil B. DeMille --[(INV) directed_by]--> The Sign of the Cross --[directed_by]--> Cecil B. DeMille
Neg LogProb(↓):   0.164315
Path Entropy(↓):  0.684229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of forever mine
Start Entity:     Forever Mine
Gold Answer:      [['1976', '1980', '1978', '1997', '2007', '1992', '1999', '1979', '1987', '1974', '1977']]
Predicted Ans:    1997
Predicted Path:   Forever Mine --[written_by]--> Paul Schrader --[(INV) written_by]--> Affliction --[release_year]--> 1997
Path (Raw):       Forever Mine --[written_by]--> Paul Schrader --[(INV) written_by]--> Affliction --[release_year]--> 1997
Neg LogProb(↓):   0.907566
Path Entropy(↓):  1.670603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by derek luke
Start Entity:     Derek Luke
Gold Answer:      [['2008', '2003', '2004', '2006', '2002', '2012', '2013']]
Predicted Ans:    2004
Predicted Path:   Derek Luke --[(INV) starred_actors]--> Spartan --[release_year]--> 2004
Path (Raw):       Derek Luke --[No Operation]--> Derek Luke --[(INV) starred_actors]--> Spartan --[release_year]--> 2004
Neg LogProb(↓):   0.774915
Path Entropy(↓):  1.062682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of fog over frisco
Start Entity:     Fog Over Frisco
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[in_language]--> English
Path (Raw):       Fog Over Frisco --[directed_by]--> William Dieterle --[(INV) directed_by]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by mildred cram
Start Entity:     Mildred Cram
Gold Answer:      [['Leo McCarey', 'Glenn Gordon Caron']]
Predicted Ans:    Glenn Gordon Caron
Predicted Path:   Mildred Cram --[(INV) written_by]--> Love Affair --[directed_by]--> Glenn Gordon Caron
Path (Raw):       Mildred Cram --[No Operation]--> Mildred Cram --[(INV) written_by]--> Love Affair --[directed_by]--> Glenn Gordon Caron
Neg LogProb(↓):   1.375513
Path Entropy(↓):  1.834932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of two evil eyes
Start Entity:     Two Evil Eyes
Gold Answer:      [['Latin', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Two Evil Eyes --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[in_language]--> Italian
Path (Raw):       Two Evil Eyes --[directed_by]--> Dario Argento --[(INV) directed_by]--> Opera --[in_language]--> Italian
Neg LogProb(↓):   0.315437
Path Entropy(↓):  0.671402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by drift actors
Start Entity:     Drift
Gold Answer:      [['Romance', 'Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Drift --[starred_actors]--> Xavier Samuel --[(INV) starred_actors]--> Road Kill --[has_genre]--> Horror
Path (Raw):       Drift --[starred_actors]--> Xavier Samuel --[(INV) starred_actors]--> Road Kill --[has_genre]--> Horror
Neg LogProb(↓):   0.489316
Path Entropy(↓):  0.788961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed shadows
Start Entity:     Shadows
Gold Answer:      [['John Marley', 'Judy Garland', 'Peter Falk', 'Seymour Cassel', 'Lynn Carlin', 'David Wenham', 'Tim Allen', 'Everett Chambers', 'Gena Rowlands', 'Jeremy Northam', 'Paulina García', 'Katrin Cartlidge', 'Labina Mitevska', 'Julie Carmen', 'Grégoire Colin', 'Cathy Moriarty', "Beverly D'Angelo", 'Anne Brochet', 'John Cassavetes', 'Joan Blondell', 'Sharon Stone', 'Charles Durning', 'Buck Henry', 'Burt Lancaster', 'Alan Arkin', 'Bobby Darin', 'Stella Stevens', 'Ben Gazzara', 'Adrian Lester', 'Rene Russo', 'Joseph Fiennes']]
Predicted Ans:    Lelia Goldoni
Predicted Path:   Shadows --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Shadows --[starred_actors]--> Lelia Goldoni
Path (Raw):       Shadows --[directed_by]--> John Cassavetes --[(INV) directed_by]--> Shadows --[starred_actors]--> Lelia Goldoni
Neg LogProb(↓):   0.872976
Path Entropy(↓):  1.763264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of a guy and a gal is also the director of which films
Start Entity:     A Guy and a Gal
Gold Answer:      [['Something to Talk About', 'Casanova', 'Chocolat', 'The Hypnotist', 'The Cider House Rules', 'My Life as a Dog', 'Safe Haven', "What's Eating Gilbert Grape", 'Dear John', 'The Hoax', 'The Shipping News', 'An Unfinished Life', 'Salmon Fishing in the Yemen', 'More About the Children of Noisy Village', 'Once Around', 'The Hundred-Foot Journey', 'The Children of Noisy Village']]
Predicted Ans:    The Shipping News
Predicted Path:   A Guy and a Gal --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Shipping News
Path (Raw):       A Guy and a Gal --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Shipping News --[No Operation]--> The Shipping News
Neg LogProb(↓):   0.869809
Path Entropy(↓):  1.716344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dear john were released in which years
Start Entity:     Dear John
Gold Answer:      [['1995', '1998', '1934', '2009', '2008', '2010', '2006', '2014', '1935', '2012', '2011', '1958', '2013']]
Predicted Ans:    2014
Predicted Path:   Dear John --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[release_year]--> 2014
Path (Raw):       Dear John --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[release_year]--> 2014
Neg LogProb(↓):   0.522671
Path Entropy(↓):  1.194773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by jay rodan
Start Entity:     Jay Rodan
Gold Answer:      [['Clare Peploe']]
Predicted Ans:    Clare Peploe
Predicted Path:   Jay Rodan --[(INV) starred_actors]--> The Triumph of Love --[directed_by]--> Clare Peploe
Path (Raw):       Jay Rodan --[No Operation]--> Jay Rodan --[(INV) starred_actors]--> The Triumph of Love --[directed_by]--> Clare Peploe
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the gorgeous hussy
Start Entity:     The Gorgeous Hussy
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'George F. Marion', 'Norma Talmadge', 'Mickey Rooney', 'Tyrone Power', 'Ronald Colman', 'Alfred Molina', 'Van Heflin', 'Gene Tierney', 'Helen Hayes', 'Van Johnson', 'James Stewart', 'James Craig', 'Kate Beckinsale', 'Eric Schweig', 'Tony Danza', 'Binnie Barnes', 'Henry Wilcoxon', 'Gregory Peck', 'Randolph Scott', "Maureen O'Sullivan", 'May Robson', 'Wallace Beery', 'Barbara Bedford', 'Myrna Loy', 'Matthew Macfadyen', 'Sean Bean', 'Alan Roscoe', 'Mark Strong', 'Madeleine Stowe', 'Fredric March', 'Lillian Hall', 'Raymond Massey', 'George Brent', 'Lewis Stone', 'Paul Douglas', 'Kelly Macdonald', 'Russell Means', 'Leo Genn', 'Lionel Barrymore', 'Beulah Bondi', 'Hedy Lamarr', 'Marsha Hunt', 'Christopher Lloyd', 'Brenda Joyce', 'John Barrymore', 'David Brian', 'Joan Crawford', 'Walter Huston', 'Eric Linden', 'Gwyneth Paltrow', 'Janet Leigh', 'Timothy Dalton', 'Sophie Marceau', 'Mia Kirshner', 'Alan Marshal', 'Frank Morgan', 'Clark Gable', 'Jean Harlow', 'Charles Boyer', 'Reginald Owen', 'Alan Cumming', 'Spencer Tracy', 'Chill Wills', 'Jane Wyman', 'John Gilbert', 'Danny Glover', 'Charles Bickford']]
Predicted Ans:    Ronald Colman
Predicted Path:   The Gorgeous Hussy --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[starred_actors]--> Ronald Colman
Path (Raw):       The Gorgeous Hussy --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[starred_actors]--> Ronald Colman
Neg LogProb(↓):   0.129521
Path Entropy(↓):  0.509957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer jennifer davies
Start Entity:     Jennifer Davies
Gold Answer:      [['Sheridan Smith', 'Kate Nash', 'Jaime Winstone']]
Predicted Ans:    Jaime Winstone
Predicted Path:   Jennifer Davies --[(INV) written_by]--> Powder Room --[starred_actors]--> Jaime Winstone
Path (Raw):       Jennifer Davies --[No Operation]--> Jennifer Davies --[(INV) written_by]--> Powder Room --[starred_actors]--> Jaime Winstone
Neg LogProb(↓):   0.069677
Path Entropy(↓):  0.293276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of peter m. lenkov written movies
Start Entity:     Peter M. Lenkov
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Peter M. Lenkov --[(INV) written_by]--> R.I.P.D. --[release_year]--> 2013
Path (Raw):       Peter M. Lenkov --[No Operation]--> Peter M. Lenkov --[(INV) written_by]--> R.I.P.D. --[release_year]--> 2013
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by keisuke horibe in
Start Entity:     Keisuke Horibe
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Keisuke Horibe --[(INV) starred_actors]--> Postman Blues --[has_genre]--> Drama
Path (Raw):       Keisuke Horibe --[No Operation]--> Keisuke Horibe --[(INV) starred_actors]--> Postman Blues --[has_genre]--> Drama
Neg LogProb(↓):   0.036234
Path Entropy(↓):  0.153652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the last drop
Start Entity:     The Last Drop
Gold Answer:      [['Scott Mann']]
Predicted Ans:    Scott Mann
Predicted Path:   The Last Drop --[written_by]--> Gary Young --[(INV) written_by]--> The Tournament --[directed_by]--> Scott Mann
Path (Raw):       The Last Drop --[written_by]--> Gary Young --[(INV) written_by]--> The Tournament --[directed_by]--> Scott Mann
Neg LogProb(↓):   0.000814
Path Entropy(↓):  0.006876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did rob estes star in
Start Entity:     Rob Estes
Gold Answer:      [['Hello Herman']]
Predicted Ans:    Hello Herman
Predicted Path:   Rob Estes --[(INV) starred_actors]--> Hello Herman --[starred_actors]--> Garrett Backstrom --[(INV) starred_actors]--> Hello Herman
Path (Raw):       Rob Estes --[(INV) starred_actors]--> Hello Herman --[starred_actors]--> Garrett Backstrom --[(INV) starred_actors]--> Hello Herman
Neg LogProb(↓):   0.086150
Path Entropy(↓):  0.304661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film heaven can wait
Start Entity:     Heaven Can Wait
Gold Answer:      [['Chester Gould', 'Guy Bolton', 'Carlos Saura', 'Elizabeth Taylor', 'Robert Hardy Andrews', 'Thomas Meehan', 'Ronny Graham', 'Miklós László', 'Samuel Hoffenstein', 'Warren Beatty', 'Billy Wilder', 'Charles Brackett', 'Victorien Sardou', 'Trevor Griffiths', 'Walter Reisch', 'Melchior Lengyel', 'Lothar Schmidt', 'Edwin Justus Mayer', 'Ernst Lubitsch', 'Samson Raphaelson', 'Ernest Vajda', 'Reginald Berkeley', 'Maurice Rostand', 'Henri Meilhac', 'Jules Chancel', 'Ludovic Halévy', 'Neil Jordan', 'Donald Ogden Stewart', 'Leon Xanrof', 'Francesco Rosi', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Buck Henry', 'Jim Cash', 'Booth Tarkington', 'Hans Müller', 'Leopold Jacobson', 'Ben Hecht', 'Oscar Wilde', 'Margery Sharp', 'Elizabeth Reinhardt', 'Viktor Léon', 'Leo Stein', 'Joseph L. Mankiewicz', 'Thomas Bezucha', 'Prosper Mérimée']]
Predicted Ans:    Guy Bolton
Predicted Path:   Heaven Can Wait --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[written_by]--> Guy Bolton
Path (Raw):       Heaven Can Wait --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> The Love Parade --[written_by]--> Guy Bolton
Neg LogProb(↓):   1.157521
Path Entropy(↓):  2.073559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by laurie metcalf
Start Entity:     Laurie Metcalf
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Laurie Metcalf --[(INV) starred_actors]--> Dear God --[has_genre]--> Comedy
Path (Raw):       Laurie Metcalf --[No Operation]--> Laurie Metcalf --[(INV) starred_actors]--> Dear God --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by raymond burr
Start Entity:     raymond burr
Gold Answer:      [['Rear Window', 'Godzilla, King of the Monsters!', 'Gorilla at Large']]
Predicted Ans:    On the Waterfront
Predicted Path:   raymond burr --[(INV) has_tags]--> Gorilla at Large --[has_tags]--> lee j. cobb --[(INV) has_tags]--> On the Waterfront
Path (Raw):       raymond burr --[(INV) has_tags]--> Gorilla at Large --[has_tags]--> lee j. cobb --[(INV) has_tags]--> On the Waterfront
Neg LogProb(↓):   0.270597
Path Entropy(↓):  0.723959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films written by anne parrish
Start Entity:     Anne Parrish
Gold Answer:      [['Loretta Young', 'Cary Grant', 'Joan Fontaine']]
Predicted Ans:    Cary Grant
Predicted Path:   Anne Parrish --[(INV) written_by]--> Born to Be Bad --[starred_actors]--> Cary Grant
Path (Raw):       Anne Parrish --[No Operation]--> Anne Parrish --[(INV) written_by]--> Born to Be Bad --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.001927
Path Entropy(↓):  0.013963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the bat
Start Entity:     The Bat
Gold Answer:      [['Crane Wilbur']]
Predicted Ans:    Roland West
Predicted Path:   The Bat --[directed_by]--> Roland West --[(INV) directed_by]--> The Bat --[directed_by]--> Roland West
Path (Raw):       The Bat --[directed_by]--> Roland West --[(INV) directed_by]--> The Bat --[directed_by]--> Roland West
Neg LogProb(↓):   0.098298
Path Entropy(↓):  0.436928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the director paul weitz
Start Entity:     Paul Weitz
Gold Answer:      [['Chris Rock', 'Ben Stiller', 'Owen Wilson', 'Topher Grace', 'Dustin Hoffman', 'Tina Fey', 'Dennis Quaid', 'Hugh Grant', 'Scarlett Johansson', 'Robert De Niro', 'Nicholas Hoult']]
Predicted Ans:    Nicholas Hoult
Predicted Path:   Paul Weitz --[(INV) directed_by]--> About a Boy --[starred_actors]--> Nicholas Hoult
Path (Raw):       Paul Weitz --[No Operation]--> Paul Weitz --[(INV) directed_by]--> About a Boy --[starred_actors]--> Nicholas Hoult
Neg LogProb(↓):   0.169957
Path Entropy(↓):  0.443910
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of sinbad of the seven seas
Start Entity:     Sinbad of the Seven Seas
Gold Answer:      [['Marjoe Gortner', 'Franco Nero', 'Ian McCulloch', 'David Hasselhoff', 'Caroline Munro', 'Christopher Plummer']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Sinbad of the Seven Seas --[written_by]--> Luigi Cozzi --[(INV) written_by]--> Starcrash --[starred_actors]--> Christopher Plummer
Path (Raw):       Sinbad of the Seven Seas --[written_by]--> Luigi Cozzi --[(INV) written_by]--> Starcrash --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.531254
Path Entropy(↓):  0.743233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie shiner were in which languages
Start Entity:     Shiner
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   Shiner --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Path (Raw):       Shiner --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> The Quiet American --[in_language]--> French
Neg LogProb(↓):   0.975835
Path Entropy(↓):  1.606654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kelley roos written films
Start Entity:     Kelley Roos
Gold Answer:      [['Richard Wallace', 'Roy Ward Baker', 'Michel Boisrond']]
Predicted Ans:    Roy Ward Baker
Predicted Path:   Kelley Roos --[(INV) written_by]--> A Night to Remember --[directed_by]--> Roy Ward Baker
Path (Raw):       Kelley Roos --[No Operation]--> Kelley Roos --[(INV) written_by]--> A Night to Remember --[directed_by]--> Roy Ward Baker
Neg LogProb(↓):   0.243661
Path Entropy(↓):  0.556415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of talk to her is also the director of which films
Start Entity:     Talk to Her
Gold Answer:      [['Law of Desire', 'Dark Habits', 'Kika', 'The Flower of My Secret', 'What Have I Done to Deserve This?', 'Labyrinth of Passion', 'Matador', 'Volver', 'Broken Embraces', 'The Skin I Live In', 'High Heels', 'Tie Me Up! Tie Me Down!', 'Bad Education', 'Live Flesh', 'All About My Mother', 'Women on the Verge of a Nervous Breakdown']]
Predicted Ans:    Bad Education
Predicted Path:   Talk to Her --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Bad Education
Path (Raw):       Talk to Her --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Bad Education --[No Operation]--> Bad Education
Neg LogProb(↓):   1.428649
Path Entropy(↓):  1.925615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did ken miller write
Start Entity:     Ken Miller
Gold Answer:      [['Missing in America']]
Predicted Ans:    Missing in America
Predicted Path:   Ken Miller --[(INV) written_by]--> Missing in America --[written_by]--> Gabrielle Savage Dockterman --[(INV) written_by]--> Missing in America
Path (Raw):       Ken Miller --[(INV) written_by]--> Missing in America --[written_by]--> Gabrielle Savage Dockterman --[(INV) written_by]--> Missing in America
Neg LogProb(↓):   0.002276
Path Entropy(↓):  0.016105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Ronald bronstein was the director of which films
Start Entity:     Ronald Bronstein
Gold Answer:      [['Frownland']]
Predicted Ans:    Frownland
Predicted Path:   Ronald Bronstein --[(INV) directed_by]--> Frownland --[directed_by]--> Ronald Bronstein --[(INV) directed_by]--> Frownland
Path (Raw):       Ronald Bronstein --[(INV) directed_by]--> Frownland --[directed_by]--> Ronald Bronstein --[(INV) directed_by]--> Frownland
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by jonathan jackson
Start Entity:     Jonathan Jackson
Gold Answer:      [['Andrew Kurtzman', 'Eliot Wald', 'Jacquelyn Mitchard']]
Predicted Ans:    Jacquelyn Mitchard
Predicted Path:   Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard
Path (Raw):       Jonathan Jackson --[No Operation]--> Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[written_by]--> Jacquelyn Mitchard
Neg LogProb(↓):   0.000353
Path Entropy(↓):  0.003385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by jeff baena
Start Entity:     Jeff Baena
Gold Answer:      [['David O. Russell']]
Predicted Ans:    Jeff Baena
Predicted Path:   Jeff Baena --[(INV) directed_by]--> Life After Beth --[directed_by]--> Jeff Baena
Path (Raw):       Jeff Baena --[No Operation]--> Jeff Baena --[(INV) directed_by]--> Life After Beth --[directed_by]--> Jeff Baena
Neg LogProb(↓):   0.004962
Path Entropy(↓):  0.033830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of john updike written films
Start Entity:     John Updike
Gold Answer:      [['George Miller']]
Predicted Ans:    George Miller
Predicted Path:   John Updike --[(INV) written_by]--> The Witches of Eastwick --[directed_by]--> George Miller
Path (Raw):       John Updike --[No Operation]--> John Updike --[(INV) written_by]--> The Witches of Eastwick --[directed_by]--> George Miller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by audrey meadows release
Start Entity:     Audrey Meadows
Gold Answer:      [['1962', '1963']]
Predicted Ans:    1963
Predicted Path:   Audrey Meadows --[(INV) starred_actors]--> Take Her, She's Mine --[release_year]--> 1963
Path (Raw):       Audrey Meadows --[No Operation]--> Audrey Meadows --[(INV) starred_actors]--> Take Her, She's Mine --[release_year]--> 1963
Neg LogProb(↓):   0.056005
Path Entropy(↓):  0.212845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the second civil war
Start Entity:     The Second Civil War
Gold Answer:      [['Joe Dante']]
Predicted Ans:    Joe Dante
Predicted Path:   The Second Civil War --[directed_by]--> Joe Dante --[(INV) directed_by]--> Explorers --[directed_by]--> Joe Dante
Path (Raw):       The Second Civil War --[directed_by]--> Joe Dante --[(INV) directed_by]--> Explorers --[directed_by]--> Joe Dante
Neg LogProb(↓):   1.165781
Path Entropy(↓):  2.131466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by pasi kemmo were in which genres
Start Entity:     Pasi Kemmo
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pasi Kemmo --[(INV) directed_by]--> Ponterosa --[has_genre]--> Comedy
Path (Raw):       Pasi Kemmo --[No Operation]--> Pasi Kemmo --[(INV) directed_by]--> Ponterosa --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in tender mercies
Start Entity:     Tender Mercies
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Tender Mercies --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Scarlet Letter --[in_language]--> German
Path (Raw):       Tender Mercies --[starred_actors]--> Robert Duvall --[(INV) starred_actors]--> The Scarlet Letter --[in_language]--> German
Neg LogProb(↓):   0.275397
Path Entropy(↓):  0.684285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by yvonne mitchell
Start Entity:     Yvonne Mitchell
Gold Answer:      [['Drama', 'Horror', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Yvonne Mitchell --[(INV) starred_actors]--> Sapphire --[has_genre]--> Drama
Path (Raw):       Yvonne Mitchell --[No Operation]--> Yvonne Mitchell --[(INV) starred_actors]--> Sapphire --[has_genre]--> Drama
Neg LogProb(↓):   0.013513
Path Entropy(↓):  0.075572
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of country strong
Start Entity:     Country Strong
Gold Answer:      [["You're Not You", 'The Greatest', 'Endless Love']]
Predicted Ans:    Endless Love
Predicted Path:   Country Strong --[written_by]--> Shana Feste --[(INV) written_by]--> Endless Love
Path (Raw):       Country Strong --[No Operation]--> Country Strong --[written_by]--> Shana Feste --[(INV) written_by]--> Endless Love
Neg LogProb(↓):   0.673917
Path Entropy(↓):  0.751228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with creepshow fall under
Start Entity:     Creepshow
Gold Answer:      [['Sci-Fi', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Creepshow --[written_by]--> Stephen King --[(INV) written_by]--> Quicksilver Highway --[has_genre]--> Horror
Path (Raw):       Creepshow --[written_by]--> Stephen King --[(INV) written_by]--> Quicksilver Highway --[has_genre]--> Horror
Neg LogProb(↓):   1.209290
Path Entropy(↓):  1.827375
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed a farewell to arms
Start Entity:     A Farewell to Arms
Gold Answer:      [['Edward E. Paramore Jr.', 'Erich Maria Remarque', 'Delmer Daves', 'Myles Connolly', 'Benjamin Glazer', 'Edward Percy', 'Reginald Denham', 'Waldemar Young', 'Samuel Hoffenstein', 'Austin Strong', 'F. Hugh Herbert', 'Virginia Van Upp', 'F. Scott Fitzgerald', 'Edward Rugoff', 'Max Brand', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Isobel Lennart', 'Daniel Fuchs', 'John Dighton', 'Edwin J. Burke', 'Ferenc Molnár', 'Herbert J. Biberman', 'Moss Hart', 'Katherine Hilliker', 'H.H. Caldwell', 'Richard Sale', 'Lawrence Hazard', 'Viña Delmar', 'Michael Gottlieb', 'Lloyd C. Douglas', 'Prosper Mérimée']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   A Farewell to Arms --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[written_by]--> Ernest Hemingway
Path (Raw):       A Farewell to Arms --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.536882
Path Entropy(↓):  2.348333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in the horse in the gray flannel suit
Start Entity:     The Horse in the Gray Flannel Suit
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Horse in the Gray Flannel Suit --[starred_actors]--> Dean Jones --[(INV) starred_actors]--> The Love Bug --[in_language]--> English
Path (Raw):       The Horse in the Gray Flannel Suit --[starred_actors]--> Dean Jones --[(INV) starred_actors]--> The Love Bug --[in_language]--> English
Neg LogProb(↓):   0.426337
Path Entropy(↓):  0.653044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the climax released
Start Entity:     The Climax
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   The Climax --[release_year]--> 1944 --[(INV) release_year]--> A Canterbury Tale --[release_year]--> 1944
Path (Raw):       The Climax --[release_year]--> 1944 --[(INV) release_year]--> A Canterbury Tale --[release_year]--> 1944
Neg LogProb(↓):   1.790755
Path Entropy(↓):  3.288655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the taking of pelham one two three
Start Entity:     The Taking of Pelham One Two Three
Gold Answer:      [['Ronald Neame', 'Edward Dmytryk', 'Elaine May', 'James B. Harris', 'Norman Taurog', 'Mike Nichols', 'Stuart Rosenberg', 'Menahem Golan', 'Herb Gardner', 'Richard Fleischer', 'Diane Keaton', 'Donald Petrie', 'Jack Lemmon', 'Lewis Milestone', 'Billy Wilder', 'John Frankenheimer', 'Ken Annakin', 'Nicholas Ray', 'Alan Bridges', 'Martin Ritt', 'Michael Curtiz', 'David Miller', 'Larry Peerce', 'Martha Coolidge', 'George Roy Hill', 'Herbert Ross', 'Charles Matthau', 'Mario Bava', 'Walter Bernstein', 'Maximilian Schell', 'Stanley Donen', 'Howard Deutch', 'Joseph Losey', 'Alexander Hall', 'Gene Saks', 'Steven Spielberg', 'Andrew V. McLaglen', 'Baltasar Kormákur', 'Sidney Lumet', 'Don Siegel', 'Peter Yates', 'Richard Lester', 'Gene Kelly', 'Fred Schepisi', 'Guy Hamilton', 'Arthur Penn', 'Gilbert Cates', 'Nick Castle', 'Elia Kazan', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    Herbert Ross
Predicted Path:   The Taking of Pelham One Two Three --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[directed_by]--> Herbert Ross
Path (Raw):       The Taking of Pelham One Two Three --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Sunshine Boys --[directed_by]--> Herbert Ross
Neg LogProb(↓):   0.927064
Path Entropy(↓):  2.497617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film love is strange
Start Entity:     Love Is Strange
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Love Is Strange --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Love Is Strange --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.333506
Path Entropy(↓):  4.558466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of black sea also directed which films
Start Entity:     Black Sea
Gold Answer:      [['The Last King of Scotland', 'How I Live Now', 'The Eagle', 'Touching the Void', 'State of Play']]
Predicted Ans:    State of Play
Predicted Path:   Black Sea --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> State of Play
Path (Raw):       Black Sea --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> State of Play --[No Operation]--> State of Play
Neg LogProb(↓):   0.876233
Path Entropy(↓):  1.146668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by jack kinney in
Start Entity:     Jack Kinney
Gold Answer:      [['Family', 'Fantasy', 'Animation']]
Predicted Ans:    Fantasy
Predicted Path:   Jack Kinney --[(INV) directed_by]--> Pinocchio --[has_genre]--> Fantasy
Path (Raw):       Jack Kinney --[No Operation]--> Jack Kinney --[(INV) directed_by]--> Pinocchio --[has_genre]--> Fantasy
Neg LogProb(↓):   0.952491
Path Entropy(↓):  1.325476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by pekka parikka release
Start Entity:     Pekka Parikka
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Pekka Parikka --[(INV) written_by]--> The Winter War --[release_year]--> 1989
Path (Raw):       Pekka Parikka --[No Operation]--> Pekka Parikka --[(INV) written_by]--> The Winter War --[release_year]--> 1989
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in grand isle also appears in which movies
Start Entity:     Grand Isle
Gold Answer:      [['The House on Carroll Street', 'Lianna', 'Near Dark', 'Witness', 'Reuben, Reuben', 'Top Gun', 'The Accused', 'Home Movie', 'Cat Chaser', 'Made in Heaven']]
Predicted Ans:    Near Dark
Predicted Path:   Grand Isle --[starred_actors]--> Adrian Pasdar --[(INV) starred_actors]--> Near Dark
Path (Raw):       Grand Isle --[starred_actors]--> Adrian Pasdar --[No Operation]--> Adrian Pasdar --[(INV) starred_actors]--> Near Dark
Neg LogProb(↓):   0.060696
Path Entropy(↓):  0.237872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by jason todd ipson
Start Entity:     Jason Todd Ipson
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jason Todd Ipson --[(INV) directed_by]--> Everybody Wants to Be Italian --[has_genre]--> Comedy
Path (Raw):       Jason Todd Ipson --[No Operation]--> Jason Todd Ipson --[(INV) directed_by]--> Everybody Wants to Be Italian --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the true story of jesse james
Start Entity:     The True Story of Jesse James
Gold Answer:      [['Nicholas Ray']]
Predicted Ans:    Nicholas Ray
Predicted Path:   The True Story of Jesse James --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[directed_by]--> Nicholas Ray
Path (Raw):       The True Story of Jesse James --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> Bitter Victory --[directed_by]--> Nicholas Ray
Neg LogProb(↓):   0.167205
Path Entropy(↓):  0.587650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by roger kumble in
Start Entity:     Roger Kumble
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Roger Kumble --[(INV) directed_by]--> Furry Vengeance --[has_genre]--> Comedy
Path (Raw):       Roger Kumble --[No Operation]--> Roger Kumble --[(INV) directed_by]--> Furry Vengeance --[has_genre]--> Comedy
Neg LogProb(↓):   0.056183
Path Entropy(↓):  0.253038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the the magic flute director release
Start Entity:     The Magic Flute
Gold Answer:      [['1980', '1946', '1954', '2003', '1992', '1993', '2006', '2015', '1984', '2007', '1968', '1963', '2009', '1957', '1951', '2010', '1982', '1953', '1994', '1914', '1976', '1948', '1972', '1990', '1989', '1996', '2012', '1961', '1955', '2011', '1978', '1964', '1949', '1997', '2000', '1966', '1950', '1960', '1991', '1969', '1958']]
Predicted Ans:    1955
Predicted Path:   The Magic Flute --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Smiles of a Summer Night --[release_year]--> 1955
Path (Raw):       The Magic Flute --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Smiles of a Summer Night --[release_year]--> 1955
Neg LogProb(↓):   2.209100
Path Entropy(↓):  3.381741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in jerry and tom also appears in which films
Start Entity:     Jerry and Tom
Gold Answer:      [['Getting Even with Dad', 'Forget Paris', 'Heist', 'Queens Logic', 'Matchstick Men', "Baby's Day Out", 'Dad', 'Our Fathers', 'A Fine Mess', 'Loch Ness', 'Moon', 'Pontiac Moon', 'Body Heat', 'Homicide', 'Glory Daze', 'Made in America', 'Seven Psychopaths', 'Edmond', 'Better Living Through Chemistry', 'The Onion Field', 'Favorite Deadly Sins', 'Thinner', 'Things Change', 'Lonely Street', 'Owning Mahowny', 'Cousins', 'Snow Angels', 'Searching for Bobby Fischer', 'Alice', 'Body of Evidence', 'Safe Men', 'Joshua', "Everybody's Fine", 'The Wonderful Ice Cream Suit', 'House of Games', 'Confessions of a Dangerous Mind', 'A Single Shot', 'Conviction', 'Underworld', 'Compulsion', 'Lawn Dogs', 'Clownhouse', 'The Winning Season']]
Predicted Ans:    Everybody's Fine
Predicted Path:   Jerry and Tom --[starred_actors]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine
Path (Raw):       Jerry and Tom --[starred_actors]--> Sam Rockwell --[No Operation]--> Sam Rockwell --[(INV) starred_actors]--> Everybody's Fine
Neg LogProb(↓):   0.324406
Path Entropy(↓):  1.046290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by philip dorn
Start Entity:     Philip Dorn
Gold Answer:      [['Michael Curtiz', 'Harold S. Bucquet']]
Predicted Ans:    Michael Curtiz
Predicted Path:   Philip Dorn --[(INV) starred_actors]--> Passage to Marseille --[directed_by]--> Michael Curtiz
Path (Raw):       Philip Dorn --[No Operation]--> Philip Dorn --[(INV) starred_actors]--> Passage to Marseille --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of paranormal activity 2
Start Entity:     Paranormal Activity 2
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Paranormal Activity 2 --[written_by]--> Michael R. Perry --[(INV) written_by]--> The Voices --[release_year]--> 2014
Path (Raw):       Paranormal Activity 2 --[written_by]--> Michael R. Perry --[(INV) written_by]--> The Voices --[release_year]--> 2014
Neg LogProb(↓):   0.412504
Path Entropy(↓):  0.639707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by stefania sandrelli
Start Entity:     Stefania Sandrelli
Gold Answer:      [['Tinto Brass', 'Alfredo Giannetti', 'Pietro Germi', 'Jan de Hartog', 'Bernardo Bertolucci', 'Ennio De Concini', 'Paolo Virzì', 'Alberto Moravia', 'Ettore Scola']]
Predicted Ans:    Jan de Hartog
Predicted Path:   Stefania Sandrelli --[(INV) starred_actors]--> The Key --[written_by]--> Jan de Hartog
Path (Raw):       Stefania Sandrelli --[No Operation]--> Stefania Sandrelli --[(INV) starred_actors]--> The Key --[written_by]--> Jan de Hartog
Neg LogProb(↓):   0.341619
Path Entropy(↓):  0.817273
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by joseph castelo fall under
Start Entity:     Joseph Castelo
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Joseph Castelo --[(INV) directed_by]--> The War Within --[has_genre]--> Drama
Path (Raw):       Joseph Castelo --[No Operation]--> Joseph Castelo --[(INV) directed_by]--> The War Within --[has_genre]--> Drama
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the fury
Start Entity:     The Fury
Gold Answer:      [['John Farris']]
Predicted Ans:    John Farris
Predicted Path:   The Fury --[written_by]--> John Farris --[(INV) written_by]--> The Fury --[written_by]--> John Farris
Path (Raw):       The Fury --[written_by]--> John Farris --[(INV) written_by]--> The Fury --[written_by]--> John Farris
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film rumor has it...
Start Entity:     Rumor Has It...
Gold Answer:      [['Ted Griffin']]
Predicted Ans:    Ted Griffin
Predicted Path:   Rumor Has It... --[written_by]--> Ted Griffin --[(INV) written_by]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       Rumor Has It... --[written_by]--> Ted Griffin --[(INV) written_by]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.024148
Path Entropy(↓):  0.115461
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in last days
Start Entity:     Last Days
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Last Days --[starred_actors]--> Asia Argento --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       Last Days --[starred_actors]--> Asia Argento --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.449203
Path Entropy(↓):  1.150942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by sophia bush
Start Entity:     Sophia Bush
Gold Answer:      [['Dave Meyers', 'Betty Thomas', 'Robert Harmon']]
Predicted Ans:    Robert Harmon
Predicted Path:   Sophia Bush --[(INV) starred_actors]--> The Hitcher --[directed_by]--> Robert Harmon
Path (Raw):       Sophia Bush --[No Operation]--> Sophia Bush --[(INV) starred_actors]--> The Hitcher --[directed_by]--> Robert Harmon
Neg LogProb(↓):   0.450192
Path Entropy(↓):  0.655622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films dante 01 are written by who
Start Entity:     Dante 01
Gold Answer:      [['Marc Caro']]
Predicted Ans:    Marc Caro
Predicted Path:   Dante 01 --[directed_by]--> Marc Caro --[(INV) directed_by]--> The City of Lost Children --[written_by]--> Marc Caro
Path (Raw):       Dante 01 --[directed_by]--> Marc Caro --[(INV) directed_by]--> The City of Lost Children --[written_by]--> Marc Caro
Neg LogProb(↓):   0.034661
Path Entropy(↓):  0.172082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in a soldier's daughter never cries
Start Entity:     A Soldier's Daughter Never Cries
Gold Answer:      [['Leelee Sobieski', 'Kris Kristofferson', 'Barbara Hershey']]
Predicted Ans:    Barbara Hershey
Predicted Path:   A Soldier's Daughter Never Cries --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Tin Men --[starred_actors]--> Barbara Hershey
Path (Raw):       A Soldier's Daughter Never Cries --[starred_actors]--> Barbara Hershey --[(INV) starred_actors]--> Tin Men --[starred_actors]--> Barbara Hershey
Neg LogProb(↓):   0.292089
Path Entropy(↓):  0.663948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in no place to hide also appears in which movies
Start Entity:     No Place to Hide
Gold Answer:      [['Cliffhanger', 'Cop Land', 'Get Carter', 'Capone', 'Bullet to the Head', 'Rocky', 'Rambo', 'Over the Top', 'Rhinestone', 'Paradise Alley', 'The Expendables 3', 'Rocky II', 'Escape Plan', 'Rocky V', 'Rocky IV', 'Demolition Man', 'Oscar', 'Assassins', 'Nighthawks', 'Kambakkht Ishq', 'The Expendables', 'Driven', 'Avenging Angelo', 'Grudge Match', 'Lock Up', 'Cobra', 'The Expendables 2', 'First Blood', 'Rocky Balboa', 'Judge Dredd', 'Stop! Or My Mom Will Shoot', 'Rocky III', 'The Specialist', 'Death Race 2000', 'Daylight']]
Predicted Ans:    Rambo
Predicted Path:   No Place to Hide --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Path (Raw):       No Place to Hide --[starred_actors]--> Sylvester Stallone --[No Operation]--> Sylvester Stallone --[(INV) starred_actors]--> Rambo
Neg LogProb(↓):   0.447341
Path Entropy(↓):  1.389026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of four nights of a dreamer
Start Entity:     Four Nights of a Dreamer
Gold Answer:      [['Au Hasard Balthazar', 'The Trial of Joan of Arc', 'A Gentle Woman', 'Diary of a Country Priest', 'Pickpocket', 'Mouchette', 'A Man Escaped']]
Predicted Ans:    The Trial of Joan of Arc
Predicted Path:   Four Nights of a Dreamer --[directed_by]--> Robert Bresson --[(INV) directed_by]--> The Trial of Joan of Arc
Path (Raw):       Four Nights of a Dreamer --[No Operation]--> Four Nights of a Dreamer --[directed_by]--> Robert Bresson --[(INV) directed_by]--> The Trial of Joan of Arc
Neg LogProb(↓):   0.095089
Path Entropy(↓):  0.421524
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of cherry falls
Start Entity:     Cherry Falls
Gold Answer:      [['1992']]
Predicted Ans:    2000
Predicted Path:   Cherry Falls --[directed_by]--> Geoffrey Wright --[(INV) directed_by]--> Cherry Falls --[release_year]--> 2000
Path (Raw):       Cherry Falls --[directed_by]--> Geoffrey Wright --[(INV) directed_by]--> Cherry Falls --[release_year]--> 2000
Neg LogProb(↓):   0.256358
Path Entropy(↓):  0.534568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of the last of sheila also starred in which films
Start Entity:     The Last of Sheila
Gold Answer:      [['Out to Sea', 'Such Good Friends', 'Our Man Flint', 'In Like Flint', 'The Americanization of Emily', 'Dead Heat on a Merry-Go-Round', 'Caddyshack II', 'The Love Machine', 'Love at First Bite', 'Author! Author!', 'Westworld', 'The Sunshine Boys', 'The Anderson Tapes', 'Midway', 'The Internecine Project', 'High Risk', 'Deadfall', "Doctors' Wives", 'Bite the Bullet', 'Support Your Local Sheriff!', 'Goldengirl', 'The Burglars', 'Shamus', 'First Family', 'Goodbye, Columbus', 'The Group', 'Hudson Hawk', 'American Gun', 'One-Trick Pony', 'Harry in Your Pocket', 'Saturday the 14th', 'Firepower', 'Only When I Laugh', 'The Nutty Professor', "The President's Analyst", 'A High Wind in Jamaica', 'The Last Hard Men', 'Catch-22', 'Snow Dogs', 'Honeysuckle Rose', 'Marci X', 'Major Dundee', 'Charade', 'Looker', 'Diary of a Mad Housewife']]
Predicted Ans:    Westworld
Predicted Path:   The Last of Sheila --[starred_actors]--> Richard Benjamin --[(INV) starred_actors]--> Westworld
Path (Raw):       The Last of Sheila --[starred_actors]--> Richard Benjamin --[No Operation]--> Richard Benjamin --[(INV) starred_actors]--> Westworld
Neg LogProb(↓):   0.719866
Path Entropy(↓):  1.323594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the oranges
Start Entity:     The Oranges
Gold Answer:      [['Alia Shawkat', 'Hugh Laurie', 'Oliver Platt', 'Allison Janney']]
Predicted Ans:    Allison Janney
Predicted Path:   The Oranges --[starred_actors]--> Allison Janney --[(INV) starred_actors]--> Tammy --[starred_actors]--> Allison Janney
Path (Raw):       The Oranges --[starred_actors]--> Allison Janney --[(INV) starred_actors]--> Tammy --[starred_actors]--> Allison Janney
Neg LogProb(↓):   0.001592
Path Entropy(↓):  0.012111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
William h. macy was the director of which films
Start Entity:     William H. Macy
Gold Answer:      [['Rudderless']]
Predicted Ans:    Rudderless
Predicted Path:   William H. Macy --[(INV) directed_by]--> Rudderless --[directed_by]--> William H. Macy --[(INV) directed_by]--> Rudderless
Path (Raw):       William H. Macy --[(INV) directed_by]--> Rudderless --[directed_by]--> William H. Macy --[(INV) directed_by]--> Rudderless
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in love me tonight
Start Entity:     Love Me Tonight
Gold Answer:      [['Maurice Chevalier', 'Charles Butterworth', 'Charles Ruggles', 'Jeanette MacDonald']]
Predicted Ans:    Jeanette MacDonald
Predicted Path:   Love Me Tonight --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Love Parade --[starred_actors]--> Jeanette MacDonald
Path (Raw):       Love Me Tonight --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> The Love Parade --[starred_actors]--> Jeanette MacDonald
Neg LogProb(↓):   0.889322
Path Entropy(↓):  1.466793
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by kostja ullmann were directed by who
Start Entity:     Kostja Ullmann
Gold Answer:      [['Marco Kreuzpaintner']]
Predicted Ans:    Marco Kreuzpaintner
Predicted Path:   Kostja Ullmann --[(INV) starred_actors]--> Summer Storm --[directed_by]--> Marco Kreuzpaintner
Path (Raw):       Kostja Ullmann --[No Operation]--> Kostja Ullmann --[(INV) starred_actors]--> Summer Storm --[directed_by]--> Marco Kreuzpaintner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of a master builder starred who
Start Entity:     A Master Builder
Gold Answer:      [['Roberta Collins', 'Bill Irwin', 'Denzel Washington', 'Spalding Gray', 'Goldie Hawn', 'Juanita Brown', 'Kurt Russell', 'Ella Reid', 'Thandie Newton', 'Jason Robards', 'Jeff Daniels', 'Christine Lahti', 'Ralph Meeker', 'Carroll Baker', 'Fred Ward', 'Mildred Dunnock', 'Oprah Winfrey', 'Erica Gavin', 'Melanie Griffith', 'Mary Steenburgen', 'Tom Hanks', 'Paul Le Mat', 'Cloris Leachman', 'Anne Hathaway', 'Jodie Foster']]
Predicted Ans:    Jodie Foster
Predicted Path:   A Master Builder --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> The Silence of the Lambs --[starred_actors]--> Jodie Foster
Path (Raw):       A Master Builder --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> The Silence of the Lambs --[starred_actors]--> Jodie Foster
Neg LogProb(↓):   0.808980
Path Entropy(↓):  1.186675
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of charlie chan's murder cruise were directed by who
Start Entity:     Charlie Chan's Murder Cruise
Gold Answer:      [['Hamilton MacFadden']]
Predicted Ans:    Hamilton MacFadden
Predicted Path:   Charlie Chan's Murder Cruise --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On --[directed_by]--> Hamilton MacFadden
Path (Raw):       Charlie Chan's Murder Cruise --[written_by]--> Earl Derr Biggers --[(INV) written_by]--> Charlie Chan Carries On --[directed_by]--> Hamilton MacFadden
Neg LogProb(↓):   0.000182
Path Entropy(↓):  0.001880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with mo'nique
Start Entity:     Mo'Nique
Gold Answer:      [['Kellita Smith', 'Paula Patton', 'Mariah Carey', 'Gabourey Sidibe']]
Predicted Ans:    Paula Patton
Predicted Path:   Mo'Nique --[(INV) starred_actors]--> Precious --[starred_actors]--> Paula Patton
Path (Raw):       Mo'Nique --[No Operation]--> Mo'Nique --[(INV) starred_actors]--> Precious --[starred_actors]--> Paula Patton
Neg LogProb(↓):   0.596760
Path Entropy(↓):  0.878614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with eduardo sanchez
Start Entity:     Eduardo Sánchez
Gold Answer:      [['Daniel Myrick', 'Jamie Nash']]
Predicted Ans:    Eduardo Sánchez
Predicted Path:   Eduardo Sánchez --[(INV) written_by]--> The Blair Witch Project --[written_by]--> Eduardo Sánchez
Path (Raw):       Eduardo Sánchez --[No Operation]--> Eduardo Sánchez --[(INV) written_by]--> The Blair Witch Project --[written_by]--> Eduardo Sánchez
Neg LogProb(↓):   0.363578
Path Entropy(↓):  0.627340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release year of the film power play
Start Entity:     Power Play
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Power Play --[release_year]--> 1978 --[(INV) release_year]--> Same Time, Next Year --[release_year]--> 1978
Path (Raw):       Power Play --[release_year]--> 1978 --[(INV) release_year]--> Same Time, Next Year --[release_year]--> 1978
Neg LogProb(↓):   2.757257
Path Entropy(↓):  3.931407
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the lost patrol are written by who
Start Entity:     The Lost Patrol
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', "Eugene O'Neill", 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Sy Gomberg', 'Dorothy M. Johnson', 'James Gould Cozzens', 'Winston Miller', 'Richard Llewellyn', 'Walter D. Edmonds', 'Frank S. Nugent', 'Roy Huggins', "Liam O'Flaherty", 'James Warner Bellah', 'Maxwell Anderson', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Maurice Walsh', 'Robert Riskin', 'Will Cook', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Dan Gordon', "Sean O'Casey", 'John McCormick', 'William L. White', 'Graham Greene', 'Thomas Heggen', 'Norah Lofts', 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Marty Maher', 'Willis Goldbeck']]
Predicted Ans:    Frank S. Nugent
Predicted Path:   The Lost Patrol --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[written_by]--> Frank S. Nugent
Path (Raw):       The Lost Patrol --[directed_by]--> John Ford --[(INV) directed_by]--> The Quiet Man --[written_by]--> Frank S. Nugent
Neg LogProb(↓):   0.617414
Path Entropy(↓):  1.935516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is road to bali
Start Entity:     Road to Bali
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Road to Bali --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Road to Bali --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.280916
Path Entropy(↓):  4.399301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie unlawful killing
Start Entity:     Unlawful Killing
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Unlawful Killing --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Unlawful Killing --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.581152
Path Entropy(↓):  3.920535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with no man's land fall under
Start Entity:     No Man's Land
Gold Answer:      [['Romance', 'Family', 'Sport', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   No Man's Land --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Path (Raw):       No Man's Land --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Neg LogProb(↓):   1.317453
Path Entropy(↓):  2.213862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the private affairs of bel ami
Start Entity:     The Private Affairs of Bel Ami
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Private Affairs of Bel Ami --[starred_actors]--> George Sanders --[(INV) starred_actors]--> All About Eve --[has_genre]--> Drama
Path (Raw):       The Private Affairs of Bel Ami --[starred_actors]--> George Sanders --[(INV) starred_actors]--> All About Eve --[has_genre]--> Drama
Neg LogProb(↓):   0.677363
Path Entropy(↓):  1.490171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jimmy cliff were written by who
Start Entity:     Jimmy Cliff
Gold Answer:      [['Perry Henzell', 'Trevor D. Rhone', 'Harold Ramis']]
Predicted Ans:    Harold Ramis
Predicted Path:   Jimmy Cliff --[(INV) starred_actors]--> Club Paradise --[written_by]--> Harold Ramis
Path (Raw):       Jimmy Cliff --[No Operation]--> Jimmy Cliff --[(INV) starred_actors]--> Club Paradise --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does cole sprouse appear in
Start Entity:     Cole Sprouse
Gold Answer:      [['Just for Kicks']]
Predicted Ans:    Carpool
Predicted Path:   Cole Sprouse --[(INV) starred_actors]--> Just for Kicks --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Carpool
Path (Raw):       Cole Sprouse --[(INV) starred_actors]--> Just for Kicks --[starred_actors]--> Tom Arnold --[(INV) starred_actors]--> Carpool
Neg LogProb(↓):   0.003616
Path Entropy(↓):  0.025636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote the insider
Start Entity:     The Insider
Gold Answer:      [['Scott Glenn', 'Sylvia Miles', 'Will Smith', 'Eric Schweig', 'Robert De Niro', 'Andrea Feldman', 'Olivia Williams', 'Binnie Barnes', 'Henry Wilcoxon', 'Randolph Scott', 'Wallace Beery', 'Barbara Bedford', 'Alan Roscoe', 'Alberta Watson', 'Madeleine Stowe', 'Lillian Hall', 'James Caan', 'Larenz Tate', 'Russell Means', 'Angelina Jolie', 'William Petersen', 'Matt Damon', 'Colin Farrell', 'Val Kilmer', 'Cate Blanchett', 'Kevin Costner', 'Will Patton', 'Eric Bana', 'Brad Pitt', 'Jamie Foxx', 'Drew Barrymore', 'Joe Dallesandro', 'Al Pacino', 'Jürgen Prochnow', 'Brian Cox']]
Predicted Ans:    Christopher Plummer
Predicted Path:   The Insider --[written_by]--> Michael Mann --[(INV) written_by]--> The Insider --[starred_actors]--> Christopher Plummer
Path (Raw):       The Insider --[written_by]--> Michael Mann --[(INV) written_by]--> The Insider --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.117664
Path Entropy(↓):  0.533155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose screenwriters also wrote black robe
Start Entity:     Black Robe
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Black Robe --[written_by]--> Brian Moore --[(INV) written_by]--> The Statement --[has_genre]--> Drama
Path (Raw):       Black Robe --[written_by]--> Brian Moore --[(INV) written_by]--> The Statement --[has_genre]--> Drama
Neg LogProb(↓):   0.150248
Path Entropy(↓):  0.406809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the fugitive
Start Entity:     The Fugitive
Gold Answer:      [['Saint Joan', 'Travels with My Aunt', 'Our Man in Havana', 'Double Take', 'A Fever in the Blood', "Hangman's Knot", 'Maverick', 'The Human Factor', 'I Love Trouble', 'Ministry of Fear', 'The Third Man', 'The Fallen Idol', 'The End of the Affair', 'Confidential Agent', 'Across the Bridge', 'Brighton Rock', 'Went the Day Well?', 'The Quiet American', 'U.S. Marshals']]
Predicted Ans:    The Quiet American
Predicted Path:   The Fugitive --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American
Path (Raw):       The Fugitive --[No Operation]--> The Fugitive --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American
Neg LogProb(↓):   0.886653
Path Entropy(↓):  1.265518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of marc rosenberg written films
Start Entity:     Marc Rosenberg
Gold Answer:      [['Rolf de Heer', 'Rod Hardy']]
Predicted Ans:    Rod Hardy
Predicted Path:   Marc Rosenberg --[(INV) written_by]--> December Boys --[directed_by]--> Rod Hardy
Path (Raw):       Marc Rosenberg --[No Operation]--> Marc Rosenberg --[(INV) written_by]--> December Boys --[directed_by]--> Rod Hardy
Neg LogProb(↓):   0.001303
Path Entropy(↓):  0.009951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in jackass number two
Start Entity:     Jackass Number Two
Gold Answer:      [['Chris Pontius', 'Johnny Knoxville', 'Bam Margera']]
Predicted Ans:    Johnny Knoxville
Predicted Path:   Jackass Number Two --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[starred_actors]--> Johnny Knoxville
Path (Raw):       Jackass Number Two --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[starred_actors]--> Johnny Knoxville
Neg LogProb(↓):   0.003589
Path Entropy(↓):  0.028266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie looking for mr. goodbar
Start Entity:     Looking for Mr. Goodbar
Gold Answer:      [['Richard Brooks', 'Judith Rossner']]
Predicted Ans:    Richard Brooks
Predicted Path:   Looking for Mr. Goodbar --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[written_by]--> Richard Brooks
Path (Raw):       Looking for Mr. Goodbar --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.228151
Path Entropy(↓):  0.658535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by mads ousdal release
Start Entity:     Mads Ousdal
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Mads Ousdal --[(INV) starred_actors]--> Norwegian Ninja --[release_year]--> 2010
Path (Raw):       Mads Ousdal --[No Operation]--> Mads Ousdal --[(INV) starred_actors]--> Norwegian Ninja --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by wisdom actors
Start Entity:     Wisdom
Gold Answer:      [['Bruce Joel Rubin', 'John Fusco', 'Robert Sheckley', 'Emilio Estevez', 'Jack Finney', "Dan O'Bannon", 'Michael Crichton', 'John Byrum', 'Jim Kouf', 'Alex Cox', 'Sam Levinson', 'Carl Hiaasen', 'Ranald MacDougall', 'Mitchell Lichtenstein', 'Ronald Shusett', 'Gene Quintano', 'Wim Wenders', 'Joel Schumacher', 'Bruce A. Evans', 'Daniel Mainwaring', 'Andrew Bergman', 'Jack Engelhard', 'Nathaniel Hawthorne', 'Victor Hugo', 'George Dawes Green', 'Stephen King', 'David McCumber', 'Edward Anderson', 'Aaron Sorkin', 'Craig Rosenberg', 'S.E. Hinton', 'Albert Husson', 'John Hughes', 'Derrick Borte']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Wisdom --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Path (Raw):       Wisdom --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> St. Elmo's Fire --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.358448
Path Entropy(↓):  1.073279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in police story
Start Entity:     Police Story
Gold Answer:      [['Brett Ratner', 'James Glickenhaus', 'Kevin Donovan', 'Jackie Chan', 'Tom Dey', 'Rob Minkoff', 'Gordon Chan', 'Brian Levant', 'Benny Chan', 'Vincent Kok', 'Kirk Wong', 'Stanley Tong', 'Teddy Chan', 'John G. Avildsen', 'Corey Yuen', 'Ringo Lam', 'Harald Zwart']]
Predicted Ans:    Gordon Chan
Predicted Path:   Police Story --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Path (Raw):       Police Story --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[directed_by]--> Gordon Chan
Neg LogProb(↓):   0.296962
Path Entropy(↓):  0.939774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the croods
Start Entity:     The Croods
Gold Answer:      [['English']]
Predicted Ans:    Animation
Predicted Path:   The Croods --[written_by]--> Chris Sanders --[(INV) written_by]--> How to Train Your Dragon --[has_genre]--> Animation
Path (Raw):       The Croods --[written_by]--> Chris Sanders --[(INV) written_by]--> How to Train Your Dragon --[has_genre]--> Animation
Neg LogProb(↓):   0.279244
Path Entropy(↓):  0.743085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movie raffles
Start Entity:     Raffles
Gold Answer:      [['Sidney Howard']]
Predicted Ans:    Sidney Howard
Predicted Path:   Raffles --[written_by]--> Sidney Howard --[(INV) written_by]--> Raffles --[written_by]--> Sidney Howard
Path (Raw):       Raffles --[written_by]--> Sidney Howard --[(INV) written_by]--> Raffles --[written_by]--> Sidney Howard
Neg LogProb(↓):   0.100188
Path Entropy(↓):  0.318755
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with destination gobi fall under
Start Entity:     Destination Gobi
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Destination Gobi --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Madigan --[has_genre]--> Drama
Path (Raw):       Destination Gobi --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Madigan --[has_genre]--> Drama
Neg LogProb(↓):   0.695533
Path Entropy(↓):  1.250825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film broadway rhythm
Start Entity:     Broadway Rhythm
Gold Answer:      [['Jack McGowan', 'Harry W. Conn', 'Booth Tarkington', 'Sid Silvers', 'John D. Klorer', 'Maude Fulton', 'Dashiell Hammett', 'George S. Kaufman', 'John Huston', 'Rosalind Keating Shaffer', 'Edgar Allan Poe', 'Brown Holmes', 'Roland Kibbee', 'Moss Hart', 'Devery Freeman']]
Predicted Ans:    Brown Holmes
Predicted Path:   Broadway Rhythm --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[written_by]--> Brown Holmes
Path (Raw):       Broadway Rhythm --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> The Maltese Falcon --[written_by]--> Brown Holmes
Neg LogProb(↓):   0.867299
Path Entropy(↓):  1.518025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Hancock, when was it released
Start Entity:     Hancock
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Hancock --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Hancock --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.368552
Path Entropy(↓):  4.655485
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does earle hodgins act in
Start Entity:     Earle Hodgins
Gold Answer:      [['Paradise Canyon']]
Predicted Ans:    Paradise Canyon
Predicted Path:   Earle Hodgins --[(INV) starred_actors]--> Paradise Canyon --[starred_actors]--> Earle Hodgins --[(INV) starred_actors]--> Paradise Canyon
Path (Raw):       Earle Hodgins --[(INV) starred_actors]--> Paradise Canyon --[starred_actors]--> Earle Hodgins --[(INV) starred_actors]--> Paradise Canyon
Neg LogProb(↓):   1.291743
Path Entropy(↓):  0.587966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of operation petticoat
Start Entity:     Operation Petticoat
Gold Answer:      [['Rod Amateau', 'Blake Edwards', 'Steve Martin', 'Nico Mastorakis', 'Maurice Richlin', 'William Peter Blatty', 'Gordon Gordon', 'Harry Kurnitz', 'François Truffaut', 'Arthur A. Ross', 'Michael Crichton', 'Marcel Achard', 'Truman Capote', 'Mildred Gordon']]
Predicted Ans:    Blake Edwards
Predicted Path:   Operation Petticoat --[directed_by]--> Blake Edwards --[(INV) directed_by]--> S.O.B. --[written_by]--> Blake Edwards
Path (Raw):       Operation Petticoat --[directed_by]--> Blake Edwards --[(INV) directed_by]--> S.O.B. --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.503937
Path Entropy(↓):  1.326443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the invisible woman were in which genres
Start Entity:     The Invisible Woman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Invisible Woman --[written_by]--> Abi Morgan --[(INV) written_by]--> Brick Lane --[has_genre]--> Drama
Path (Raw):       The Invisible Woman --[written_by]--> Abi Morgan --[(INV) written_by]--> Brick Lane --[has_genre]--> Drama
Neg LogProb(↓):   0.011043
Path Entropy(↓):  0.064600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie odd man out
Start Entity:     Odd Man Out
Gold Answer:      [['1962', '1983', '1934', '1949', '1948', '1944', '1951', '1940', '1959', '1953', '1965', '1935', '1955', '1958', '1956']]
Predicted Ans:    1944
Predicted Path:   Odd Man Out --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Way Ahead --[release_year]--> 1944
Path (Raw):       Odd Man Out --[directed_by]--> Carol Reed --[(INV) directed_by]--> The Way Ahead --[release_year]--> 1944
Neg LogProb(↓):   0.474996
Path Entropy(↓):  1.238575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the loyal 47 ronin
Start Entity:     The Loyal 47 Ronin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Loyal 47 Ronin --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Loyal 47 Ronin --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.596168
Path Entropy(↓):  4.697994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie eternity and a day were released in which years
Start Entity:     Eternity and a Day
Gold Answer:      [['2000', '2008', '1993', '1979', '1987', '1977']]
Predicted Ans:    1979
Predicted Path:   Eternity and a Day --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> Nosferatu the Vampyre --[release_year]--> 1979
Path (Raw):       Eternity and a Day --[starred_actors]--> Bruno Ganz --[(INV) starred_actors]--> Nosferatu the Vampyre --[release_year]--> 1979
Neg LogProb(↓):   0.229293
Path Entropy(↓):  0.706877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with barefoot in the park fall under
Start Entity:     Barefoot in the Park
Gold Answer:      [['Drama', 'Music', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Barefoot in the Park --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Path (Raw):       Barefoot in the Park --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Neg LogProb(↓):   0.327079
Path Entropy(↓):  0.947412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film now is good released
Start Entity:     Now Is Good
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Now Is Good --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Now Is Good --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.359838
Path Entropy(↓):  4.688322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by just jaeckin released
Start Entity:     Just Jaeckin
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Just Jaeckin --[(INV) written_by]--> Lady Chatterley's Lover --[release_year]--> 1981
Path (Raw):       Just Jaeckin --[No Operation]--> Just Jaeckin --[(INV) written_by]--> Lady Chatterley's Lover --[release_year]--> 1981
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the baby maker
Start Entity:     The Baby Maker
Gold Answer:      [['Jay McInerney', 'James Bridges', 'Mike Gray']]
Predicted Ans:    James Bridges
Predicted Path:   The Baby Maker --[directed_by]--> James Bridges --[(INV) directed_by]--> The Paper Chase --[written_by]--> James Bridges
Path (Raw):       The Baby Maker --[directed_by]--> James Bridges --[(INV) directed_by]--> The Paper Chase --[written_by]--> James Bridges
Neg LogProb(↓):   0.859677
Path Entropy(↓):  1.238183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie domino about
Start Entity:     Domino
Gold Answer:      [['keira knightley']]
Predicted Ans:    keira knightley
Predicted Path:   Domino --[has_tags]--> keira knightley --[(INV) has_tags]--> The Edge of Love --[has_tags]--> keira knightley
Path (Raw):       Domino --[has_tags]--> keira knightley --[(INV) has_tags]--> The Edge of Love --[has_tags]--> keira knightley
Neg LogProb(↓):   0.097378
Path Entropy(↓):  0.362307
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor eileen moore is a co - star of who
Start Entity:     Eileen Moore
Gold Answer:      [['John Mills', 'Phyllis Calvert']]
Predicted Ans:    John Mills
Predicted Path:   Eileen Moore --[(INV) starred_actors]--> Mr. Denning Drives North --[starred_actors]--> John Mills
Path (Raw):       Eileen Moore --[No Operation]--> Eileen Moore --[(INV) starred_actors]--> Mr. Denning Drives North --[starred_actors]--> John Mills
Neg LogProb(↓):   0.000181
Path Entropy(↓):  0.001759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in race to witch mountain also appears in which movies
Start Entity:     Race to Witch Mountain
Gold Answer:      [['Get Smart', 'The Way Way Back', 'Empire State', 'Snake Eyes', 'Hercules', 'Righteous Kill', 'The One', 'Sleepwalking', 'The Jimmy Show', 'Women in Trouble', 'Bridge to Terabithia', 'The Mighty Macs', 'Planet 51', 'Faster', 'Spy Kids', 'Elektra Luxx', 'Night at the Museum', 'Tooth Fairy', 'Snitch', 'Judas Kiss', 'Son in Law', 'When the Game Stands Tall', 'Soul Surfer']]
Predicted Ans:    The Jimmy Show
Predicted Path:   Race to Witch Mountain --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show
Path (Raw):       Race to Witch Mountain --[starred_actors]--> Carla Gugino --[No Operation]--> Carla Gugino --[(INV) starred_actors]--> The Jimmy Show
Neg LogProb(↓):   0.644817
Path Entropy(↓):  1.739877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by alberto ammann were in which languages
Start Entity:     Alberto Ammann
Gold Answer:      [['Italian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Alberto Ammann --[(INV) starred_actors]--> Eva --[in_language]--> Italian
Path (Raw):       Alberto Ammann --[No Operation]--> Alberto Ammann --[(INV) starred_actors]--> Eva --[in_language]--> Italian
Neg LogProb(↓):   0.557803
Path Entropy(↓):  0.697605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the mighty was directed by who
Start Entity:     The Mighty
Gold Answer:      [['Peter Chelsom']]
Predicted Ans:    Peter Chelsom
Predicted Path:   The Mighty --[directed_by]--> Peter Chelsom --[(INV) directed_by]--> Serendipity --[directed_by]--> Peter Chelsom
Path (Raw):       The Mighty --[directed_by]--> Peter Chelsom --[(INV) directed_by]--> Serendipity --[directed_by]--> Peter Chelsom
Neg LogProb(↓):   0.061522
Path Entropy(↓):  0.273808
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by emma fitzpatrick
Start Entity:     Emma Fitzpatrick
Gold Answer:      [['Marcus Dunstan']]
Predicted Ans:    Marcus Dunstan
Predicted Path:   Emma Fitzpatrick --[(INV) starred_actors]--> The Collection --[directed_by]--> Marcus Dunstan
Path (Raw):       Emma Fitzpatrick --[No Operation]--> Emma Fitzpatrick --[(INV) starred_actors]--> The Collection --[directed_by]--> Marcus Dunstan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described with melanie griffith
Start Entity:     melanie griffith
Gold Answer:      [['Pacific Heights', 'Cherry 2000', 'Now and Then', 'Milk Money']]
Predicted Ans:    Pacific Heights
Predicted Path:   melanie griffith --[(INV) has_tags]--> Pacific Heights --[has_tags]--> melanie griffith --[(INV) has_tags]--> Pacific Heights
Path (Raw):       melanie griffith --[(INV) has_tags]--> Pacific Heights --[has_tags]--> melanie griffith --[(INV) has_tags]--> Pacific Heights
Neg LogProb(↓):   0.457464
Path Entropy(↓):  1.182902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by giant actors
Start Entity:     Giant
Gold Answer:      [['Edward Dmytryk', 'Daniel Mann', 'Cecil B. DeMille', 'Mike Nichols', 'Etienne Périer', 'Franco Zeffirelli', 'John Huston', 'Jonathan Demme', 'Richard Thorpe', 'Blake Edwards', 'Robert Altman', 'Corey Allen', 'George W. George', 'Roger Vadim', 'Henry Hathaway', 'Raoul Walsh', 'Robert Aldrich', 'John Ford', 'John Frankenheimer', 'George Marshall', 'Nicholas Ray', 'Anthony Mann', 'Douglas Sirk', 'Anthony Asquith', 'Michael Gordon', 'Douglas Camfield', 'Jack Garfein', 'Joseph Losey', 'Vincente Minnelli', 'Robert Mulligan', 'John Sturges', 'Andrew V. McLaglen', 'Delbert Mann', 'Melvin Frank', 'Francesco Maselli', 'William Wyler', 'Norman Jewison', 'Richard Brooks', 'Norman Krasna', 'George Stevens', 'Eduardo Mignogna', 'Harold Prince', 'Joseph L. Mankiewicz', 'Elia Kazan', 'Arthur Hiller', 'Howard Hawks']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Giant --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Giant --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.074624
Path Entropy(↓):  1.824693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by sidney poitier
Start Entity:     Sidney Poitier
Gold Answer:      [['Gilda Radner', 'Richard Pryor', 'Gene Wilder', 'Bill Cosby', 'Calvin Lockhart', 'Harry Belafonte', 'James Earl Jones']]
Predicted Ans:    Sidney Poitier
Predicted Path:   Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[starred_actors]--> Sidney Poitier
Path (Raw):       Sidney Poitier --[No Operation]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[starred_actors]--> Sidney Poitier
Neg LogProb(↓):   0.077212
Path Entropy(↓):  0.334289
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie 50 / 50 are directed by who
Start Entity:     50/50
Gold Answer:      [['Joe Swanberg', 'Jodie Markell', 'Buster Keaton', 'Anne Fletcher', 'Marjane Satrapi', 'Nisha Ganatra', 'Sarah Polley', 'Kenneth Branagh', 'Daniel Barnz', 'Evan Goldberg', 'Lars von Trier', 'Michel Gondry', 'Jody Hill', 'James Lapine', 'Nicholas Stoller', 'Jeffrey Blitz', 'Jason Moore', 'Kevin Smith', 'John G. Avildsen', 'Todd Louiso', 'Paul Middleditch', 'Judd Apatow', 'Tate Taylor', 'Seth Rogen', 'M. Night Shyamalan', 'Craig Monahan', 'Rob Marshall', 'David Gordon Green']]
Predicted Ans:    Joe Swanberg
Predicted Path:   50/50 --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Path (Raw):       50/50 --[starred_actors]--> Anna Kendrick --[(INV) starred_actors]--> Happy Christmas --[directed_by]--> Joe Swanberg
Neg LogProb(↓):   0.175809
Path Entropy(↓):  0.580589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what gigi is about
Start Entity:     Gigi
Gold Answer:      [['vincente minnelli', 'bd-r', 'national film registry', 'courtesan', 'musical']]
Predicted Ans:    courtesan
Predicted Path:   Gigi --[has_tags]--> courtesan --[(INV) has_tags]--> Gigi --[has_tags]--> courtesan
Path (Raw):       Gigi --[has_tags]--> courtesan --[(INV) has_tags]--> Gigi --[has_tags]--> courtesan
Neg LogProb(↓):   0.338914
Path Entropy(↓):  0.962955
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by edgar wright in
Start Entity:     Edgar Wright
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Edgar Wright --[(INV) written_by]--> Hot Fuzz --[in_language]--> English
Path (Raw):       Edgar Wright --[No Operation]--> Edgar Wright --[(INV) written_by]--> Hot Fuzz --[in_language]--> English
Neg LogProb(↓):   0.000291
Path Entropy(↓):  0.002855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of fat city starred who
Start Entity:     Fat City
Gold Answer:      [['Richard Boone', 'Bibi Andersson', 'Saeed Jaffrey', 'Trevor Howard', 'Katharine Hepburn', 'Juliette Gréco', 'Gregory Peck', 'Jacqueline Bisset', 'Michael Caine', 'Robert Loggia', 'Suzanne Flon', 'Gladys George', 'Zsa Zsa Gabor', 'Quvenzhané Wallis', 'Colette Marchand', 'Sterling Hayden', 'Bette Davis', 'Paulette Goddard', 'Leo Genn', 'Lauren Bacall', 'Ann Reinking', 'Edward G. Robinson', 'Dorothy Lamour', 'Tim Holt', 'Albert Finney', 'Burt Lancaster', 'Audrey Hepburn', 'Richard Burton', 'Charles Bronson', 'Royal Dano', 'Audie Murphy', 'Clark Gable', 'Robert Morley', 'Mary Astor', 'Carol Burnett', 'Henry Fonda', 'Eddie Albert', 'Tim Curry', 'Jack Nicholson', 'Peter Bull', 'Rob Freeman', 'David Dontoh', 'Lionel Barrymore', 'Walter Huston', 'Sydney Greenstreet', 'Ava Gardner', 'Jamie Foxx', 'Deborah Kerr', 'James Stewart', 'Richard Basehart', 'Ricardo Cortez', 'Jennifer Jones', 'Bebe Daniels', 'Olivia de Havilland', 'Errol Flynn', 'Dudley Digges', 'Anthony Andrews', 'Sean Connery', 'Bill Mauldin', 'Gina Lollobrigida', 'Humphrey Bogart', 'Donal McCann', 'Anjelica Huston', 'José Ferrer', 'John Huston', 'Marlon Brando', 'Elizabeth Taylor', 'Louis Calhern', 'James Whitmore', 'Montgomery Clift', 'Christopher Plummer', 'Kathleen Turner', 'Thelma Ritter', 'Paul Newman', 'Marilyn Monroe', 'Jean Hagen', 'Peter Lorre']]
Predicted Ans:    Paul Newman
Predicted Path:   Fat City --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Path (Raw):       Fat City --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.713213
Path Entropy(↓):  1.638720
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by piers paul read
Start Entity:     Piers Paul Read
Gold Answer:      [['2002', '1993']]
Predicted Ans:    2002
Predicted Path:   Piers Paul Read --[(INV) written_by]--> Alive --[release_year]--> 2002
Path (Raw):       Piers Paul Read --[No Operation]--> Piers Paul Read --[(INV) written_by]--> Alive --[release_year]--> 2002
Neg LogProb(↓):   0.608064
Path Entropy(↓):  0.689222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of jon connolly
Start Entity:     Jon Connolly
Gold Answer:      [['David Loucka']]
Predicted Ans:    David Loucka
Predicted Path:   Jon Connolly --[(INV) written_by]--> The Dream Team --[written_by]--> David Loucka
Path (Raw):       Jon Connolly --[No Operation]--> Jon Connolly --[(INV) written_by]--> The Dream Team --[written_by]--> David Loucka
Neg LogProb(↓):   0.003039
Path Entropy(↓):  0.020623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of unthinkable
Start Entity:     Unthinkable
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Unthinkable --[directed_by]--> Gregor Jordan --[(INV) directed_by]--> Ned Kelly --[in_language]--> English
Path (Raw):       Unthinkable --[directed_by]--> Gregor Jordan --[(INV) directed_by]--> Ned Kelly --[in_language]--> English
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie i killed my mother starred who
Start Entity:     I Killed My Mother
Gold Answer:      [['Xavier Dolan']]
Predicted Ans:    Xavier Dolan
Predicted Path:   I Killed My Mother --[starred_actors]--> Xavier Dolan --[(INV) directed_by]--> Mommy --[directed_by]--> Xavier Dolan
Path (Raw):       I Killed My Mother --[starred_actors]--> Xavier Dolan --[(INV) directed_by]--> Mommy --[directed_by]--> Xavier Dolan
Neg LogProb(↓):   0.151394
Path Entropy(↓):  0.628495
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the blue max
Start Entity:     The Blue Max
Gold Answer:      [['The Longest Day', 'Murder Most Foul', 'El Cid', 'The Visit', 'The Fall of the Roman Empire']]
Predicted Ans:    The Longest Day
Predicted Path:   The Blue Max --[written_by]--> Jack Seddon --[(INV) written_by]--> The Longest Day
Path (Raw):       The Blue Max --[written_by]--> Jack Seddon --[(INV) written_by]--> The Longest Day --[No Operation]--> The Longest Day
Neg LogProb(↓):   0.134871
Path Entropy(↓):  0.460071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jim sharman written films
Start Entity:     Jim Sharman
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Jim Sharman --[(INV) written_by]--> The Rocky Horror Picture Show --[release_year]--> 1975
Path (Raw):       Jim Sharman --[No Operation]--> Jim Sharman --[(INV) written_by]--> The Rocky Horror Picture Show --[release_year]--> 1975
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie borderline
Start Entity:     Borderline
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Borderline --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Borderline --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   1.638653
Path Entropy(↓):  2.900286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of key largo also starred in which films
Start Entity:     Key Largo
Gold Answer:      [['They Drive by Night', 'Battle Circus', 'The Ten Commandments', 'Sabrina', 'The Fan', 'Illegal', 'Larceny, Inc.', 'Seven Thieves', 'The Devil-Doll', 'The Road to Glory', 'Dark Victory', 'Up the River', 'Stand-In', 'The Shootist', 'The Oklahoma Kid', 'Calling Dr. Gillespie', 'Dogville', 'Birth', 'Guilty Hands', 'Destroyer', 'A Bullet for Joey', 'The Treasure of the Sierra Madre', 'House of Strangers', 'The Valley of Decision', 'Mark of the Vampire', 'Tight Spot', 'Bullets or Ballots', 'Double Indemnity', 'Saratoga', 'Camille', 'Two Weeks in Another Town', 'Brother Orchid', 'High Sierra', 'The Stranger', 'Angels with Dirty Faces', 'Barbary Coast', 'A Hole in the Head', 'The African Queen', 'Virginia City', 'The Woman in the Window', 'The Barefoot Contessa', 'Across the Pacific', 'Five Star Final', 'Kid Galahad', 'A Slight Case of Murder', 'Our Vines Have Tender Grapes', 'On Borrowed Time', 'Action in the North Atlantic', 'Sex and the Single Girl', 'The Widow from Chicago', 'Black Legion', 'West of Zanzibar', 'Ah, Wilderness!', 'Conflict', 'Vice Squad', 'The Glass Web', 'The Enforcer', 'The Harder They Fall', 'The Two Mrs. Carrolls', 'Confidential Agent', 'Tennessee Johnson', 'A Free Soul', 'Dark Passage', 'The Mirror Has Two Faces', 'Tokyo Joe', 'Sahara', 'The Violent Men', "You Can't Take It With You", 'Marked Woman', 'Three Wise Fools', 'The Left Hand of God', 'Test Pilot', 'The Maltese Falcon', 'Lady Be Good', 'The Prize', 'Smart Money', 'Dead Reckoning', 'Night Has a Thousand Eyes', 'Looking Forward', 'Invisible Stripes', "Dr. Ehrlich's Magic Bullet", 'Passage to Marseille', 'Diamonds', 'All Through the Night', 'Down to the Sea in Ships', 'Night Flight', 'The Desperate Hours', 'The Big Sleep', "We're No Angels", 'The Roaring Twenties', 'North West Frontier', 'The Caine Mutiny', 'The Amazing Dr. Clitterhouse', 'San Quentin', 'To Have and Have Not', 'Knock on Any Door', 'Confessions of a Nazi Spy', 'Scarlet Street', 'Dead End', 'Young Man with a Horn', "The Stranger's Return", 'My Geisha', 'The Sea Wolf', 'The Return of Doctor X', 'Blood Alley', 'Designing Woman', 'The Temptress', 'Sirocco', 'The Forger', 'Little Caesar', 'The Gorgeous Hussy', 'The Little Colonel', 'Never a Dull Moment', 'The Bells', 'In a Lonely Place', 'Appointment with Death', 'Beat the Devil', 'The Hatchet Man', 'Chain Lightning', 'Written on the Wind', 'How to Marry a Millionaire', 'Casablanca', 'Duel in the Sun', "The Whole Town's Talking", 'Harper']]
Predicted Ans:    Sabrina
Predicted Path:   Key Largo --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Path (Raw):       Key Largo --[starred_actors]--> Humphrey Bogart --[No Operation]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   1.966064
Path Entropy(↓):  4.030799
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by kevin downes fall under
Start Entity:     Kevin Downes
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Kevin Downes --[(INV) written_by]--> The Moment After --[has_genre]--> Drama
Path (Raw):       Kevin Downes --[No Operation]--> Kevin Downes --[(INV) written_by]--> The Moment After --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by philippa gregory were released in which years
Start Entity:     Philippa Gregory
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Philippa Gregory --[(INV) written_by]--> The Other Boleyn Girl --[release_year]--> 2008
Path (Raw):       Philippa Gregory --[No Operation]--> Philippa Gregory --[(INV) written_by]--> The Other Boleyn Girl --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with jeremy scahill
Start Entity:     Jeremy Scahill
Gold Answer:      [['David Riker']]
Predicted Ans:    David Riker
Predicted Path:   Jeremy Scahill --[(INV) written_by]--> Dirty Wars --[written_by]--> David Riker
Path (Raw):       Jeremy Scahill --[No Operation]--> Jeremy Scahill --[(INV) written_by]--> Dirty Wars --[written_by]--> David Riker
Neg LogProb(↓):   0.007378
Path Entropy(↓):  0.043440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by chris wylde in
Start Entity:     Chris Wylde
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chris Wylde --[(INV) starred_actors]--> The Revenant --[has_genre]--> Comedy
Path (Raw):       Chris Wylde --[No Operation]--> Chris Wylde --[(INV) starred_actors]--> The Revenant --[has_genre]--> Comedy
Neg LogProb(↓):   0.228584
Path Entropy(↓):  0.506362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film from paris with love were released in which years
Start Entity:     From Paris with Love
Gold Answer:      [['2008']]
Predicted Ans:    2010
Predicted Path:   From Paris with Love --[directed_by]--> Pierre Morel --[(INV) directed_by]--> From Paris with Love --[release_year]--> 2010
Path (Raw):       From Paris with Love --[directed_by]--> Pierre Morel --[(INV) directed_by]--> From Paris with Love --[release_year]--> 2010
Neg LogProb(↓):   0.500612
Path Entropy(↓):  0.775589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed white hunter black heart
Start Entity:     White Hunter Black Heart
Gold Answer:      [['Clint Eastwood']]
Predicted Ans:    Clint Eastwood
Predicted Path:   White Hunter Black Heart --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[directed_by]--> Clint Eastwood
Path (Raw):       White Hunter Black Heart --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   0.093110
Path Entropy(↓):  0.328469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is a most wanted man in
Start Entity:     A Most Wanted Man
Gold Answer:      [['Turkish']]
Predicted Ans:    Turkish
Predicted Path:   A Most Wanted Man --[in_language]--> Turkish --[(INV) in_language]--> Winter Sleep --[in_language]--> Turkish
Path (Raw):       A Most Wanted Man --[in_language]--> Turkish --[(INV) in_language]--> Winter Sleep --[in_language]--> Turkish
Neg LogProb(↓):   0.649868
Path Entropy(↓):  1.115664
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of big stan
Start Entity:     Big Stan
Gold Answer:      [['Rob Schneider']]
Predicted Ans:    Rob Schneider
Predicted Path:   Big Stan --[directed_by]--> Rob Schneider --[(INV) directed_by]--> Big Stan --[directed_by]--> Rob Schneider
Path (Raw):       Big Stan --[directed_by]--> Rob Schneider --[(INV) directed_by]--> Big Stan --[directed_by]--> Rob Schneider
Neg LogProb(↓):   0.002066
Path Entropy(↓):  0.015466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of house on haunted hill
Start Entity:     House on Haunted Hill
Gold Answer:      [['Robb White']]
Predicted Ans:    Robb White
Predicted Path:   House on Haunted Hill --[written_by]--> Robb White --[(INV) written_by]--> Up Periscope --[written_by]--> Robb White
Path (Raw):       House on Haunted Hill --[written_by]--> Robb White --[(INV) written_by]--> Up Periscope --[written_by]--> Robb White
Neg LogProb(↓):   1.665849
Path Entropy(↓):  2.047265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by josh hartnett
Start Entity:     Josh Hartnett
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Josh Hartnett --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       Josh Hartnett --[No Operation]--> Josh Hartnett --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.122008
Path Entropy(↓):  0.356588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the devil and daniel webster director
Start Entity:     The Devil and Daniel Webster
Gold Answer:      [['Edward Knoblock', 'Pierre Collings', 'Sheridan Gibney', 'Dashiell Hammett', 'John Huston', 'William Shakespeare', 'Michael Hoffman', 'Alex Proyas', 'Bertram Bloch', 'Robert N. Lee', 'Wells Root', 'George Dyer', 'Robert Nathan', 'Eugene Solow', 'David S. Goyer', 'Brown Holmes', 'Ladislas Fodor', 'Ayn Rand', 'Christopher Massie', 'Charles Kenyon', 'Mary C. McCall Jr.', 'Max Trell', 'Heinz Herald', 'Norman Burnstine', 'Franz Werfel', 'Wolfgang Reinhardt', 'Bertita Harding', 'Victor Hugo', 'Lem Dobbs', 'Milton Gunzburg', 'Alvin Meyers', 'Marion Parsonnet', 'Charles Martin']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Devil and Daniel Webster --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[written_by]--> William Shakespeare
Path (Raw):       The Devil and Daniel Webster --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[written_by]--> William Shakespeare
Neg LogProb(↓):   1.581716
Path Entropy(↓):  2.428055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by lydia leonard
Start Entity:     Lydia Leonard
Gold Answer:      [['John Buchan', 'Lizzie Mickery']]
Predicted Ans:    John Buchan
Predicted Path:   Lydia Leonard --[(INV) starred_actors]--> The 39 Steps --[written_by]--> John Buchan
Path (Raw):       Lydia Leonard --[No Operation]--> Lydia Leonard --[(INV) starred_actors]--> The 39 Steps --[written_by]--> John Buchan
Neg LogProb(↓):   1.172816
Path Entropy(↓):  1.277588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of how to train your dragon
Start Entity:     How to Train Your Dragon
Gold Answer:      [['English']]
Predicted Ans:    How to Train Your Dragon
Predicted Path:   How to Train Your Dragon --[written_by]--> Dean DeBlois --[(INV) written_by]--> How to Train Your Dragon
Path (Raw):       How to Train Your Dragon --[written_by]--> Dean DeBlois --[(INV) written_by]--> How to Train Your Dragon --[No Operation]--> How to Train Your Dragon
Neg LogProb(↓):   0.904812
Path Entropy(↓):  1.574049
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that have the same actor of ringmaster
Start Entity:     Ringmaster
Gold Answer:      [['The Defender']]
Predicted Ans:    The Defender
Predicted Path:   Ringmaster --[starred_actors]--> Jerry Springer --[(INV) starred_actors]--> The Defender
Path (Raw):       Ringmaster --[starred_actors]--> Jerry Springer --[No Operation]--> Jerry Springer --[(INV) starred_actors]--> The Defender
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Eric heisserer directed which films
Start Entity:     Eric Heisserer
Gold Answer:      [['Hours']]
Predicted Ans:    Hours
Predicted Path:   Eric Heisserer --[(INV) directed_by]--> Hours --[directed_by]--> Eric Heisserer --[(INV) directed_by]--> Hours
Path (Raw):       Eric Heisserer --[(INV) directed_by]--> Hours --[directed_by]--> Eric Heisserer --[(INV) directed_by]--> Hours
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by home from the hill actors
Start Entity:     Home from the Hill
Gold Answer:      [['Robert Wise', 'Don Hartman', 'John Cromwell', 'J. Lee Thompson', 'Edward Dmytryk', 'Lamont Johnson', 'Tay Garnett', 'Martin Scorsese', 'Richard Fleischer', 'William A. Wellman', 'Michael Anderson', 'Sheldon Reynolds', 'Duilio Coletti', 'David Lean', 'Blake Edwards', 'Mel Ferrer', 'Robert Mitchum', 'Dick Powell', 'H. Bruce Humberstone', 'Félix Enríquez Alcalá', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'Lewis Milestone', 'Charles Laughton', 'George Marshall', 'Nicholas Ray', 'Byron Haskin', 'George Sidney', 'Frank Capra', 'Stanley Kramer', 'Jacques Tourneur', 'Russell Rouse', 'Michael Winner', 'Curtis Bernhardt', 'Kjell Sundvall', 'Arnold Laven', 'Stanley Donen', 'Joseph Losey', 'Louis Malle', 'Vincente Minnelli', 'Robert Parrish', 'Richard Wilson', 'Jack Webb', 'Peter Godfrey', 'Don Siegel', 'Peter Yates', 'John Farrow', 'Jason Miller', 'John Guillermin', 'Fred Zinnemann', 'Sherman Todd', 'William Wyler', 'Dick Richards', 'Josef von Sternberg', 'Ralph Nelson', 'Stan Dragoti', 'Robert Stevenson', 'Elia Kazan', 'Arthur Hiller', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Howard Hawks
Predicted Path:   Home from the Hill --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       Home from the Hill --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.082976
Path Entropy(↓):  1.800665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of rude
Start Entity:     Rude
Gold Answer:      [['Clement Virgo']]
Predicted Ans:    Clement Virgo
Predicted Path:   Rude --[directed_by]--> Clement Virgo --[(INV) directed_by]--> Lie with Me --[directed_by]--> Clement Virgo
Path (Raw):       Rude --[directed_by]--> Clement Virgo --[(INV) directed_by]--> Lie with Me --[directed_by]--> Clement Virgo
Neg LogProb(↓):   0.001257
Path Entropy(↓):  0.009649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie hold back the dawn
Start Entity:     Hold Back the Dawn
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Hold Back the Dawn --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       Hold Back the Dawn --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   1.854825
Path Entropy(↓):  3.187222
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by king vidor were written by who
Start Entity:     King Vidor
Gold Answer:      [['Nikolaus Geyrhalter', 'Wolfgang Widerhofer', 'Olive Higgins Prouty', 'Stuart Engstrand', 'Leonard Praskins', 'Lenore J. Coffee', 'Laurence Stallings', 'Wanda Tuchock', 'Arch Oboler', 'Elmer Rice', 'Edwin H. Knopf', 'Jerry Lewis', 'Lou Breslow', 'David O. Selznick', 'Frances Marion', 'Leo Tolstoy', 'Ayn Rand']]
Predicted Ans:    Leo Tolstoy
Predicted Path:   King Vidor --[(INV) directed_by]--> War and Peace --[written_by]--> Leo Tolstoy
Path (Raw):       King Vidor --[No Operation]--> King Vidor --[(INV) directed_by]--> War and Peace --[written_by]--> Leo Tolstoy
Neg LogProb(↓):   1.270379
Path Entropy(↓):  1.881343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film princess o'rourke were in which genres
Start Entity:     Princess O'Rourke
Gold Answer:      [['Western', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Princess O'Rourke --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Path (Raw):       Princess O'Rourke --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[has_genre]--> Drama
Neg LogProb(↓):   0.362283
Path Entropy(↓):  1.036972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of deborah walley acted films
Start Entity:     Deborah Walley
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Deborah Walley --[(INV) starred_actors]--> It's a Bikini World --[release_year]--> 1967
Path (Raw):       Deborah Walley --[No Operation]--> Deborah Walley --[(INV) starred_actors]--> It's a Bikini World --[release_year]--> 1967
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor sonam kapoor appeared in the same movie with who
Start Entity:     Sonam Kapoor
Gold Answer:      [['Salman Khan', 'Ranbir Kapoor', 'Dhanush', 'Farhan Akhtar', 'Rishi Kapoor', 'Pavan Malhotra', 'Abhishek Bachchan', 'Rani Mukerji']]
Predicted Ans:    Sonam Kapoor
Predicted Path:   Sonam Kapoor --[(INV) starred_actors]--> Bhaag Milkha Bhaag --[starred_actors]--> Sonam Kapoor
Path (Raw):       Sonam Kapoor --[No Operation]--> Sonam Kapoor --[(INV) starred_actors]--> Bhaag Milkha Bhaag --[starred_actors]--> Sonam Kapoor
Neg LogProb(↓):   0.030697
Path Entropy(↓):  0.153878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in maps to the stars
Start Entity:     Maps to the Stars
Gold Answer:      [['Savage Steve Holland', 'Stephen Frears', 'Clint Eastwood', 'Todd Haynes', 'Lasse Hallström', 'Franco Zeffirelli', 'Don Bluth', 'Martin Campbell', 'Jane Anderson', 'Lee Tamahori', 'Jim Jarmusch', 'Ramón Menéndez', 'Neil Jordan', 'Spike Jonze', "Morgan O'Neill", 'Delbert Mann', 'Scott Walker', 'William Wyler', 'Joel Coen', 'Mike Newell', 'George Armitage', 'Rob Reiner', 'James Mangold', 'Cary Fukunaga', 'Allan Moyle', 'Mikael Håfström', 'Harold Becker', 'Ridley Scott', 'Craig Zisk', 'Joshua Seftel', 'Herbert Ross', 'Kasper Barfoed', 'Peter Chelsom', 'Bill Fishman', 'Tim Burton', 'Stephen Daldry', 'Michael Brandt', 'Dibakar Banerjee', 'Chris Columbus', 'Norman Z. McLeod', 'Joseph Ruben', 'Lew Landers', 'Ivan Reitman', 'Richard Glatzer', 'Wash Westmoreland', 'Steve Pink', 'Peter Howitt', 'Bart Freundlich', 'Robert Altman', 'Roland Emmerich', 'Scott McGehee', 'David Siegel', 'Alan Parker', 'Gus Van Sant', 'Gary David Goldberg', 'Atom Egoyan', 'John Curran', 'Brian De Palma', 'Bruce Beresford', 'Edward Dmytryk', 'Joe Roth', 'Menno Meyjes', 'Tom Kalin', 'Peter McCarthy', 'Ulli Lommel', 'Richard Donner', 'Ethan Coen', 'Lee Daniels', 'Tom Cairns', 'Gary Goldman', 'Aku Louhimies', 'Anatole Litvak', 'Richard Ayoade', 'Jay Roach', 'Gary Fleder', 'Cameron Crowe', 'Harold Ramis', 'Peter Yates', 'Roger Corman', 'David Grovic', 'Robert Stevenson', 'James McTeigue']]
Predicted Ans:    Tim Burton
Predicted Path:   Maps to the Stars --[starred_actors]--> Mia Wasikowska --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Path (Raw):       Maps to the Stars --[starred_actors]--> Mia Wasikowska --[(INV) starred_actors]--> Alice in Wonderland --[directed_by]--> Tim Burton
Neg LogProb(↓):   1.574710
Path Entropy(↓):  1.704602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by aquamarine screenwriters
Start Entity:     Aquamarine
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Aquamarine --[written_by]--> Alice Hoffman --[(INV) written_by]--> Aquamarine --[has_genre]--> Comedy
Path (Raw):       Aquamarine --[written_by]--> Alice Hoffman --[(INV) written_by]--> Aquamarine --[has_genre]--> Comedy
Neg LogProb(↓):   0.062542
Path Entropy(↓):  0.235035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by terror by night writers release
Start Entity:     Terror by Night
Gold Answer:      [['1978', '2000', '1939', '1933', '2009', '2001', '1959', '1942', '2010', '1985', '1945', '1943']]
Predicted Ans:    1978
Predicted Path:   Terror by Night --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       Terror by Night --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   2.628875
Path Entropy(↓):  2.996392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by james lee burke
Start Entity:     James Lee Burke
Gold Answer:      [['Kelly Lynch', 'Alec Baldwin', 'Eric Roberts', 'Mary Stuart Masterson', 'Tommy Lee Jones']]
Predicted Ans:    Alec Baldwin
Predicted Path:   James Lee Burke --[(INV) written_by]--> Heaven's Prisoners --[starred_actors]--> Alec Baldwin
Path (Raw):       James Lee Burke --[No Operation]--> James Lee Burke --[(INV) written_by]--> Heaven's Prisoners --[starred_actors]--> Alec Baldwin
Neg LogProb(↓):   0.844829
Path Entropy(↓):  1.497100
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by mary kornman
Start Entity:     Mary Kornman
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Mary Kornman --[(INV) starred_actors]--> The Desert Trail --[has_genre]--> Western
Path (Raw):       Mary Kornman --[No Operation]--> Mary Kornman --[(INV) starred_actors]--> The Desert Trail --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by monique gabrielle were released in which years
Start Entity:     Monique Gabrielle
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Monique Gabrielle --[(INV) starred_actors]--> Amazon Women on the Moon --[release_year]--> 1987
Path (Raw):       Monique Gabrielle --[No Operation]--> Monique Gabrielle --[(INV) starred_actors]--> Amazon Women on the Moon --[release_year]--> 1987
Neg LogProb(↓):   0.301255
Path Entropy(↓):  0.573173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of metro starred who
Start Entity:     Metro
Gold Answer:      [['Christian Bale', 'Frank Whaley', 'Julia Stiles', 'Rob Brown', 'Samuel L. Jackson', 'Sean Patrick Thomas', 'Robert Sean Leonard']]
Predicted Ans:    Eddie Murphy
Predicted Path:   Metro --[directed_by]--> Thomas Carter --[(INV) directed_by]--> Metro --[starred_actors]--> Eddie Murphy
Path (Raw):       Metro --[directed_by]--> Thomas Carter --[(INV) directed_by]--> Metro --[starred_actors]--> Eddie Murphy
Neg LogProb(↓):   0.480455
Path Entropy(↓):  0.718999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by richard kwietniowski were released in which years
Start Entity:     Richard Kwietniowski
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Richard Kwietniowski --[(INV) written_by]--> Love and Death on Long Island --[release_year]--> 1997
Path (Raw):       Richard Kwietniowski --[No Operation]--> Richard Kwietniowski --[(INV) written_by]--> Love and Death on Long Island --[release_year]--> 1997
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film my fair lady were in which languages
Start Entity:     My Fair Lady
Gold Answer:      [['Swedish', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   My Fair Lady --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women --[in_language]--> English
Path (Raw):       My Fair Lady --[directed_by]--> George Cukor --[(INV) directed_by]--> The Women --[in_language]--> English
Neg LogProb(↓):   1.180967
Path Entropy(↓):  1.392345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by caveman actors release
Start Entity:     Caveman
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1979', '1984', '1998', '2009', '2004', '1982', '1994', '1983', '1995', '1971', '1990', '1989', '1996', '2002', '1981', '2012', '1961', '2011', '1986', '1962', '1988', '2000', '1997', '1975', '1950', '1960', '1999', '1987', '1969']]
Predicted Ans:    1975
Predicted Path:   Caveman --[starred_actors]--> Ringo Starr --[(INV) starred_actors]--> Lisztomania --[release_year]--> 1975
Path (Raw):       Caveman --[starred_actors]--> Ringo Starr --[(INV) starred_actors]--> Lisztomania --[release_year]--> 1975
Neg LogProb(↓):   0.913982
Path Entropy(↓):  0.832864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is pornorama in
Start Entity:     Pornorama
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Pornorama --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Pornorama --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.525616
Path Entropy(↓):  1.599746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film looking for eric
Start Entity:     Looking for Eric
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Looking for Eric --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Looking for Eric --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.207889
Path Entropy(↓):  4.639240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by my own private idaho writers release
Start Entity:     My Own Private Idaho
Gold Answer:      [['2003', '2005', '1989', '1993', '2006', '2002', '1986', '2007']]
Predicted Ans:    2006
Predicted Path:   My Own Private Idaho --[written_by]--> Gus Van Sant --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       My Own Private Idaho --[written_by]--> Gus Van Sant --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.358297
Path Entropy(↓):  1.034940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the fly ii
Start Entity:     The Fly II
Gold Answer:      [['1995', '1997', '2001', '1990', '1992', '1989', '1993', '1985', '1994', '1999', '1987', '1986', '2011', '1958', '1984']]
Predicted Ans:    1997
Predicted Path:   The Fly II --[starred_actors]--> Eric Stoltz --[(INV) starred_actors]--> Mr. Jealousy --[release_year]--> 1997
Path (Raw):       The Fly II --[starred_actors]--> Eric Stoltz --[(INV) starred_actors]--> Mr. Jealousy --[release_year]--> 1997
Neg LogProb(↓):   1.060405
Path Entropy(↓):  1.428936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by david brin
Start Entity:     David Brin
Gold Answer:      [['Kevin Costner']]
Predicted Ans:    Kevin Costner
Predicted Path:   David Brin --[(INV) written_by]--> The Postman --[directed_by]--> Kevin Costner
Path (Raw):       David Brin --[No Operation]--> David Brin --[(INV) written_by]--> The Postman --[directed_by]--> Kevin Costner
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by harry and tonto actors release
Start Entity:     Harry and Tonto
Gold Answer:      [['1979', '1977']]
Predicted Ans:    1974
Predicted Path:   Harry and Tonto --[starred_actors]--> Art Carney --[(INV) starred_actors]--> Harry and Tonto --[release_year]--> 1974
Path (Raw):       Harry and Tonto --[starred_actors]--> Art Carney --[(INV) starred_actors]--> Harry and Tonto --[release_year]--> 1974
Neg LogProb(↓):   0.042742
Path Entropy(↓):  0.202712
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films are about colin clive
Start Entity:     colin clive
Gold Answer:      [['Frankenstein', 'Mad Love']]
Predicted Ans:    Frankenstein
Predicted Path:   colin clive --[(INV) has_tags]--> Frankenstein --[has_tags]--> dwight frye --[(INV) has_tags]--> Frankenstein
Path (Raw):       colin clive --[(INV) has_tags]--> Frankenstein --[has_tags]--> dwight frye --[(INV) has_tags]--> Frankenstein
Neg LogProb(↓):   0.026399
Path Entropy(↓):  0.130273
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of big deal on madonna street
Start Entity:     Big Deal on Madonna Street
Gold Answer:      [['Virna Lisi', 'Vittorio Gassman', 'Gigi Proietti', 'Alberto Sordi', 'William Devane', 'Sophia Loren', 'Marcello Mastroianni']]
Predicted Ans:    Vittorio Gassman
Predicted Path:   Big Deal on Madonna Street --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Big Deal on Madonna Street --[starred_actors]--> Vittorio Gassman
Path (Raw):       Big Deal on Madonna Street --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Big Deal on Madonna Street --[starred_actors]--> Vittorio Gassman
Neg LogProb(↓):   0.613624
Path Entropy(↓):  0.875148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie two weeks notice were released in which years
Start Entity:     Two Weeks Notice
Gold Answer:      [['1995', '1998', '1988', '2000', '2009', '1992', '1993', '1991', '1996', '2006', '2004', '1994', '1999', '2002', '1987', '2013', '2007']]
Predicted Ans:    1992
Predicted Path:   Two Weeks Notice --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[release_year]--> 1992
Path (Raw):       Two Weeks Notice --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[release_year]--> 1992
Neg LogProb(↓):   1.825814
Path Entropy(↓):  2.039775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in k - 9
Start Entity:     K-9
Gold Answer:      [['1988', '1997', '1990', '2003', '1992', '1993', '1996', '1985', '1999', '1987', '1986']]
Predicted Ans:    1985
Predicted Path:   K-9 --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Path (Raw):       K-9 --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Neg LogProb(↓):   1.142372
Path Entropy(↓):  2.078495
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie jimmy's hall are written by who
Start Entity:     Jimmy's Hall
Gold Answer:      [['Jeremy Sandford', 'Rob Dawber', 'Jim Allen', 'Ken Loach', 'Tony Garnett', 'Paul Laverty', 'Ermanno Olmi', 'Abbas Kiarostami', 'David Mercer', 'Barry Hines']]
Predicted Ans:    David Mercer
Predicted Path:   Jimmy's Hall --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[written_by]--> David Mercer
Path (Raw):       Jimmy's Hall --[directed_by]--> Ken Loach --[(INV) directed_by]--> In Two Minds --[written_by]--> David Mercer
Neg LogProb(↓):   0.914611
Path Entropy(↓):  1.400814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was arnold laven a writer on
Start Entity:     Arnold Laven
Gold Answer:      [['Geronimo']]
Predicted Ans:    Geronimo
Predicted Path:   Arnold Laven --[(INV) written_by]--> Geronimo --[written_by]--> Pat Fielder --[(INV) written_by]--> Geronimo
Path (Raw):       Arnold Laven --[(INV) written_by]--> Geronimo --[written_by]--> Pat Fielder --[(INV) written_by]--> Geronimo
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed my old lady
Start Entity:     My Old Lady
Gold Answer:      [['Israel Horovitz']]
Predicted Ans:    Israel Horovitz
Predicted Path:   My Old Lady --[directed_by]--> Israel Horovitz --[(INV) directed_by]--> My Old Lady --[directed_by]--> Israel Horovitz
Path (Raw):       My Old Lady --[directed_by]--> Israel Horovitz --[(INV) directed_by]--> My Old Lady --[directed_by]--> Israel Horovitz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie the newest pledge
Start Entity:     The Newest Pledge
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Newest Pledge --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Newest Pledge --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.286741
Path Entropy(↓):  4.458001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the the sea director
Start Entity:     The Sea
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   The Sea --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Path (Raw):       The Sea --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by gambit actors
Start Entity:     Gambit
Gold Answer:      [['French', 'English', 'Greek', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Gambit --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[in_language]--> English
Path (Raw):       Gambit --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[in_language]--> English
Neg LogProb(↓):   1.435219
Path Entropy(↓):  2.296385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with hallee hirsh
Start Entity:     Hallee Hirsh
Gold Answer:      [['Shiloh Fernandez', 'Theresa Russell', 'Mandy Musgrave']]
Predicted Ans:    Theresa Russell
Predicted Path:   Hallee Hirsh --[(INV) starred_actors]--> 16 to Life --[starred_actors]--> Theresa Russell
Path (Raw):       Hallee Hirsh --[No Operation]--> Hallee Hirsh --[(INV) starred_actors]--> 16 to Life --[starred_actors]--> Theresa Russell
Neg LogProb(↓):   0.043402
Path Entropy(↓):  0.188842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of don quixote
Start Entity:     Don Quixote
Gold Answer:      [['Icelandic', 'French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   Don Quixote --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Immortal Story --[in_language]--> French
Path (Raw):       Don Quixote --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Immortal Story --[in_language]--> French
Neg LogProb(↓):   0.019854
Path Entropy(↓):  0.116020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of get him to the greek
Start Entity:     Get Him to the Greek
Gold Answer:      [['Emily Blunt', 'Alec Baldwin', 'Cameron Diaz', 'Ellie Kemper', 'George Segal', 'Tina Fey', 'Ricky Gervais', 'Richard Jenkins', 'Jason Segel', 'Rashida Jones', 'Rob Corddry', 'Jim Carrey', 'Téa Leoni', 'Chris Cooper', 'Amy Adams', 'Ty Burrell', 'Jane Fonda']]
Predicted Ans:    Rose Byrne
Predicted Path:   Get Him to the Greek --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Get Him to the Greek --[starred_actors]--> Rose Byrne
Path (Raw):       Get Him to the Greek --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Get Him to the Greek --[starred_actors]--> Rose Byrne
Neg LogProb(↓):   1.023839
Path Entropy(↓):  1.416422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe memoirs of an invisible man
Start Entity:     Memoirs of an Invisible Man
Gold Answer:      [['suspense']]
Predicted Ans:    suspense
Predicted Path:   Memoirs of an Invisible Man --[has_tags]--> suspense --[(INV) has_tags]--> Final Destination --[has_tags]--> suspense
Path (Raw):       Memoirs of an Invisible Man --[has_tags]--> suspense --[(INV) has_tags]--> Final Destination --[has_tags]--> suspense
Neg LogProb(↓):   0.004356
Path Entropy(↓):  0.033396
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie jack were in which genres
Start Entity:     Jack
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Jack --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Jack --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   0.721723
Path Entropy(↓):  1.673609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with nelly benedetti
Start Entity:     Nelly Benedetti
Gold Answer:      [['Françoise Dorléac', 'Jean Desailly']]
Predicted Ans:    Françoise Dorléac
Predicted Path:   Nelly Benedetti --[(INV) starred_actors]--> The Soft Skin --[starred_actors]--> Françoise Dorléac
Path (Raw):       Nelly Benedetti --[No Operation]--> Nelly Benedetti --[(INV) starred_actors]--> The Soft Skin --[starred_actors]--> Françoise Dorléac
Neg LogProb(↓):   0.019575
Path Entropy(↓):  0.107387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of broken
Start Entity:     Broken
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Broken --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Broken --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.004323
Path Entropy(↓):  4.076268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of double or nothing
Start Entity:     Double or Nothing
Gold Answer:      [['Robin and the 7 Hoods', 'High Society', 'Road to Morocco', 'High Time', "The Bells of St. Mary's", 'Anything Goes', 'The Country Girl', 'Road to Zanzibar', 'The Road to Hong Kong', 'The Emperor Waltz', 'Pennies from Heaven', 'Stagecoach', "That's Entertainment!", 'Dead Men Walk', 'Road to Rio', 'Going Hollywood', "Billy Rose's Jumbo", 'Road to Bali', 'White Christmas', 'Road to Singapore', "Hellzapoppin'", 'Here Comes the Groom', 'Going My Way', 'Holiday Inn', 'Road to Utopia', "We're Not Dressing", 'Blue Skies']]
Predicted Ans:    The Country Girl
Predicted Path:   Double or Nothing --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Path (Raw):       Double or Nothing --[starred_actors]--> Bing Crosby --[No Operation]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Neg LogProb(↓):   0.835234
Path Entropy(↓):  1.577789
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Murray head appears in which movies
Start Entity:     Murray Head
Gold Answer:      [['Sunday Bloody Sunday']]
Predicted Ans:    Sunday Bloody Sunday
Predicted Path:   Murray Head --[(INV) starred_actors]--> Sunday Bloody Sunday --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Sunday Bloody Sunday
Path (Raw):       Murray Head --[(INV) starred_actors]--> Sunday Bloody Sunday --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Sunday Bloody Sunday
Neg LogProb(↓):   0.106856
Path Entropy(↓):  0.450850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the frozen land director
Start Entity:     Frozen Land
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Frozen Land --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[has_genre]--> Drama
Path (Raw):       Frozen Land --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[has_genre]--> Drama
Neg LogProb(↓):   0.004095
Path Entropy(↓):  0.028514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by bill naughton
Start Entity:     Bill Naughton
Gold Answer:      [['Charles Shyer', 'Lewis Gilbert']]
Predicted Ans:    Charles Shyer
Predicted Path:   Bill Naughton --[(INV) written_by]--> Alfie --[directed_by]--> Charles Shyer
Path (Raw):       Bill Naughton --[No Operation]--> Bill Naughton --[(INV) written_by]--> Alfie --[directed_by]--> Charles Shyer
Neg LogProb(↓):   1.002241
Path Entropy(↓):  1.272273
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film trilogy of terror
Start Entity:     Trilogy of Terror
Gold Answer:      [['1976', '1970', '1975', '1949', '1971', '2003', '2005', '1973', '1974', '2013']]
Predicted Ans:    1970
Predicted Path:   Trilogy of Terror --[starred_actors]--> Karen Black --[(INV) starred_actors]--> Five Easy Pieces --[release_year]--> 1970
Path (Raw):       Trilogy of Terror --[starred_actors]--> Karen Black --[(INV) starred_actors]--> Five Easy Pieces --[release_year]--> 1970
Neg LogProb(↓):   0.704813
Path Entropy(↓):  1.569766
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did ramon novarro star in
Start Entity:     Ramon Novarro
Gold Answer:      [['Across to Singapore']]
Predicted Ans:    Across to Singapore
Predicted Path:   Ramon Novarro --[(INV) starred_actors]--> Across to Singapore --[written_by]--> Ted Shane --[(INV) written_by]--> Across to Singapore
Path (Raw):       Ramon Novarro --[(INV) starred_actors]--> Across to Singapore --[written_by]--> Ted Shane --[(INV) written_by]--> Across to Singapore
Neg LogProb(↓):   0.001527
Path Entropy(↓):  0.011441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film watercolors released
Start Entity:     Watercolors
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Watercolors --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Watercolors --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.029157
Path Entropy(↓):  4.597086
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the bigamist
Start Entity:     The Bigamist
Gold Answer:      [['Ida Lupino', 'Van Heflin', 'Robert Ryan', 'Janet Leigh', 'Steve Cochran', 'Howard Duff']]
Predicted Ans:    Ida Lupino
Predicted Path:   The Bigamist --[written_by]--> Collier Young --[(INV) written_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Path (Raw):       The Bigamist --[written_by]--> Collier Young --[(INV) written_by]--> The Hitch-Hiker --[directed_by]--> Ida Lupino
Neg LogProb(↓):   0.007201
Path Entropy(↓):  0.049800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what submerged is about
Start Entity:     Submerged
Gold Answer:      [['steven seagal']]
Predicted Ans:    steven seagal
Predicted Path:   Submerged --[has_tags]--> steven seagal --[(INV) has_tags]--> Pistol Whipped --[has_tags]--> steven seagal
Path (Raw):       Submerged --[has_tags]--> steven seagal --[(INV) has_tags]--> Pistol Whipped --[has_tags]--> steven seagal
Neg LogProb(↓):   0.011193
Path Entropy(↓):  0.065913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by stephane audran
Start Entity:     Stéphane Audran
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Stéphane Audran --[(INV) starred_actors]--> Les Biches --[directed_by]--> Claude Chabrol
Path (Raw):       Stéphane Audran --[No Operation]--> Stéphane Audran --[(INV) starred_actors]--> Les Biches --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the parent trap
Start Entity:     The Parent Trap
Gold Answer:      [['French', 'Irish', 'English', 'Welsh', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   The Parent Trap --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[in_language]--> English
Path (Raw):       The Parent Trap --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck --[in_language]--> English
Neg LogProb(↓):   0.208276
Path Entropy(↓):  0.616215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the da vinci code
Start Entity:     The Da Vinci Code
Gold Answer:      [['Alex Proyas', 'Ron Howard', 'Akiva Goldsman']]
Predicted Ans:    Ron Howard
Predicted Path:   The Da Vinci Code --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[directed_by]--> Ron Howard
Path (Raw):       The Da Vinci Code --[written_by]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[directed_by]--> Ron Howard
Neg LogProb(↓):   0.343330
Path Entropy(↓):  0.751641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by mark gantt released
Start Entity:     Mark Gantt
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Mark Gantt --[(INV) starred_actors]--> The Bannen Way --[release_year]--> 2010
Path (Raw):       Mark Gantt --[No Operation]--> Mark Gantt --[(INV) starred_actors]--> The Bannen Way --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of someday this pain will be useful to you
Start Entity:     Someday This Pain Will Be Useful to You
Gold Answer:      [['James Ivory']]
Predicted Ans:    Peter Cameron
Predicted Path:   Someday This Pain Will Be Useful to You --[written_by]--> Peter Cameron --[(INV) written_by]--> Someday This Pain Will Be Useful to You --[written_by]--> Peter Cameron
Path (Raw):       Someday This Pain Will Be Useful to You --[written_by]--> Peter Cameron --[(INV) written_by]--> Someday This Pain Will Be Useful to You --[written_by]--> Peter Cameron
Neg LogProb(↓):   0.586917
Path Entropy(↓):  1.030746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of eli cohen written films
Start Entity:     Eli Cohen
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Eli Cohen --[(INV) written_by]--> Under the Domim Tree --[release_year]--> 1994
Path (Raw):       Eli Cohen --[No Operation]--> Eli Cohen --[(INV) written_by]--> Under the Domim Tree --[release_year]--> 1994
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by safety last! actors release
Start Entity:     Safety Last!
Gold Answer:      [['1934', '1990', '1923', '1922', '1938', '1921', '1920', '1928', '1925', '2006', '1947', '1932', '1926', '1927', '1969', '1924', '1936', '1930']]
Predicted Ans:    1936
Predicted Path:   Safety Last! --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[release_year]--> 1936
Path (Raw):       Safety Last! --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[release_year]--> 1936
Neg LogProb(↓):   0.720406
Path Entropy(↓):  1.300396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in these girls
Start Entity:     These Girls
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   These Girls --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       These Girls --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   1.912506
Path Entropy(↓):  2.780773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of anna karenina
Start Entity:     Anna Karenina
Gold Answer:      [['Leo Tolstoy']]
Predicted Ans:    Leo Tolstoy
Predicted Path:   Anna Karenina --[written_by]--> Leo Tolstoy --[(INV) written_by]--> We Live Again --[written_by]--> Leo Tolstoy
Path (Raw):       Anna Karenina --[written_by]--> Leo Tolstoy --[(INV) written_by]--> We Live Again --[written_by]--> Leo Tolstoy
Neg LogProb(↓):   1.658383
Path Entropy(↓):  2.107241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote double dynamite
Start Entity:     Double Dynamite
Gold Answer:      [['1963']]
Predicted Ans:    1951
Predicted Path:   Double Dynamite --[written_by]--> Mannie Manheim --[(INV) written_by]--> Double Dynamite --[release_year]--> 1951
Path (Raw):       Double Dynamite --[written_by]--> Mannie Manheim --[(INV) written_by]--> Double Dynamite --[release_year]--> 1951
Neg LogProb(↓):   0.009308
Path Entropy(↓):  0.057128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies directed by the director of what ever happened to aunt alice?
Start Entity:     What Ever Happened to Aunt Alice?
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   What Ever Happened to Aunt Alice? --[directed_by]--> Bernard Girard --[(INV) directed_by]--> Dead Heat on a Merry-Go-Round --[has_genre]--> Crime
Path (Raw):       What Ever Happened to Aunt Alice? --[directed_by]--> Bernard Girard --[(INV) directed_by]--> Dead Heat on a Merry-Go-Round --[has_genre]--> Crime
Neg LogProb(↓):   0.011452
Path Entropy(↓):  0.062384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of dr. giggles
Start Entity:     Dr. Giggles
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Dr. Giggles --[written_by]--> Manny Coto --[(INV) written_by]--> Star Kid --[has_genre]--> Family
Path (Raw):       Dr. Giggles --[written_by]--> Manny Coto --[(INV) written_by]--> Star Kid --[has_genre]--> Family
Neg LogProb(↓):   0.000981
Path Entropy(↓):  0.007773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with elizabeth hunter
Start Entity:     Elizabeth Hunter
Gold Answer:      [['Saladin K. Patterson']]
Predicted Ans:    Elizabeth Hunter
Predicted Path:   Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[written_by]--> Elizabeth Hunter
Path (Raw):       Elizabeth Hunter --[No Operation]--> Elizabeth Hunter --[(INV) written_by]--> Jumping the Broom --[written_by]--> Elizabeth Hunter
Neg LogProb(↓):   0.000104
Path Entropy(↓):  0.001055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie summer magic were in which languages
Start Entity:     Summer Magic
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Summer Magic --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Two Moon Junction --[in_language]--> English
Path (Raw):       Summer Magic --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Two Moon Junction --[in_language]--> English
Neg LogProb(↓):   0.139648
Path Entropy(↓):  0.408567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jacques sernas were released in which years
Start Entity:     Jacques Sernas
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   Jacques Sernas --[(INV) starred_actors]--> Helen of Troy --[release_year]--> 1956
Path (Raw):       Jacques Sernas --[No Operation]--> Jacques Sernas --[(INV) starred_actors]--> Helen of Troy --[release_year]--> 1956
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of love songs
Start Entity:     Love Songs
Gold Answer:      [['François Sagat', 'Chiara Mastroianni']]
Predicted Ans:    Chiara Mastroianni
Predicted Path:   Love Songs --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Man at Bath --[starred_actors]--> Chiara Mastroianni
Path (Raw):       Love Songs --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Man at Bath --[starred_actors]--> Chiara Mastroianni
Neg LogProb(↓):   0.095060
Path Entropy(↓):  0.309317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did simon west direct
Start Entity:     Simon West
Gold Answer:      [['The Expendables 2', 'The Mechanic', 'Con Air', "The General's Daughter", 'Wild Card']]
Predicted Ans:    The General's Daughter
Predicted Path:   Simon West --[(INV) directed_by]--> The General's Daughter --[directed_by]--> Simon West --[(INV) directed_by]--> The General's Daughter
Path (Raw):       Simon West --[(INV) directed_by]--> The General's Daughter --[directed_by]--> Simon West --[(INV) directed_by]--> The General's Daughter
Neg LogProb(↓):   0.591465
Path Entropy(↓):  1.058310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by teddy chan starred which actors
Start Entity:     Teddy Chan
Gold Answer:      [['Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   Teddy Chan --[(INV) directed_by]--> The Accidental Spy --[starred_actors]--> Jackie Chan
Path (Raw):       Teddy Chan --[No Operation]--> Teddy Chan --[(INV) directed_by]--> The Accidental Spy --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000502
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by chevy chase
Start Entity:     Chevy Chase
Gold Answer:      [['Steve Martin', 'Douglas Kenney', 'Ken Shapiro', 'John J. McLaughlin', 'Scott Lobdell', 'Neil Simon', 'Gregory McDonald', 'Leon Capetanos', 'Jay Cronley', 'Elisa Bell', 'Bob Ducsay', 'Colin Higgins', 'Randy Newman', 'Jason Lethcoe', 'Lorne Michaels', 'Andrew Bergman', 'Dan Aykroyd', 'Harold Ramis', 'William Goldman', 'Dave Thomas', 'John Hughes', 'H.F. Saint']]
Predicted Ans:    Scott Lobdell
Predicted Path:   Chevy Chase --[(INV) starred_actors]--> Man of the House --[written_by]--> Scott Lobdell
Path (Raw):       Chevy Chase --[No Operation]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[written_by]--> Scott Lobdell
Neg LogProb(↓):   0.654622
Path Entropy(↓):  1.165138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of decision before dawn
Start Entity:     Decision Before Dawn
Gold Answer:      [['Fourteen Hours', 'La Strada', 'Rage', 'The Spy Who Came in from the Cold', 'The House on Telegraph Hill', 'Fahrenheit 451', 'Tension', 'Il Bidone', 'Moby Dick']]
Predicted Ans:    The Spy Who Came in from the Cold
Predicted Path:   Decision Before Dawn --[starred_actors]--> Oskar Werner --[(INV) starred_actors]--> The Spy Who Came in from the Cold
Path (Raw):       Decision Before Dawn --[starred_actors]--> Oskar Werner --[No Operation]--> Oskar Werner --[(INV) starred_actors]--> The Spy Who Came in from the Cold
Neg LogProb(↓):   0.559988
Path Entropy(↓):  1.209350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote not with my wife, you don't!
Start Entity:     Not with My Wife, You Don't!
Gold Answer:      [['1962', '1968', '1948', '1966', '1954', '1950', '1960', '1959', '1942', '1973', '1965', '1979', '1955']]
Predicted Ans:    1966
Predicted Path:   Not with My Wife, You Don't! --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Path (Raw):       Not with My Wife, You Don't! --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Neg LogProb(↓):   0.494169
Path Entropy(↓):  1.318168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie elevator
Start Entity:     Elevator
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Elevator --[directed_by]--> Stig Svendsen --[(INV) directed_by]--> The Radio Pirates --[release_year]--> 2007
Path (Raw):       Elevator --[directed_by]--> Stig Svendsen --[(INV) directed_by]--> The Radio Pirates --[release_year]--> 2007
Neg LogProb(↓):   0.069671
Path Entropy(↓):  0.246598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of reunion in france
Start Entity:     Reunion in France
Gold Answer:      [['Robert Young', 'Gene Tierney', 'Jessica Lange', 'Robert De Niro', 'Anthony Perkins', 'Richard Widmark', 'Hume Cronyn', 'Charles Laughton', 'Peter Ustinov', 'Jules Dassin', 'Richard Carlson', 'Marsha Hunt', 'Maximilian Schell', 'Burt Lancaster', 'Googie Withers', 'Carl Möhner', 'Jean Servais', 'Robert Manuel', 'Raf Vallone', 'Robert Morley', 'Melina Mercouri', 'Charles Bickford']]
Predicted Ans:    Melina Mercouri
Predicted Path:   Reunion in France --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Never on Sunday --[starred_actors]--> Melina Mercouri
Path (Raw):       Reunion in France --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Never on Sunday --[starred_actors]--> Melina Mercouri
Neg LogProb(↓):   0.378232
Path Entropy(↓):  0.809211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the palookaville director release
Start Entity:     Palookaville
Gold Answer:      [['2001']]
Predicted Ans:    1995
Predicted Path:   Palookaville --[directed_by]--> Alan Taylor --[(INV) directed_by]--> Palookaville --[release_year]--> 1995
Path (Raw):       Palookaville --[directed_by]--> Alan Taylor --[(INV) directed_by]--> Palookaville --[release_year]--> 1995
Neg LogProb(↓):   0.191782
Path Entropy(↓):  0.462971
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of shakara ledard acted films
Start Entity:     Shakara Ledard
Gold Answer:      [['Dolph Lundgren']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Shakara Ledard --[(INV) starred_actors]--> The Defender --[directed_by]--> Dolph Lundgren
Path (Raw):       Shakara Ledard --[No Operation]--> Shakara Ledard --[(INV) starred_actors]--> The Defender --[directed_by]--> Dolph Lundgren
Neg LogProb(↓):   0.000095
Path Entropy(↓):  0.000973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie three wishes
Start Entity:     Three Wishes
Gold Answer:      [['Jerry Zucker', 'Manny Coto', 'Roger Donaldson', 'J. Lee Thompson', 'James Foley', 'Andrew Marton', 'John Sayles', 'Timothy Linh Bui', 'Martin Scorsese', 'Roland Joffé', 'John Milius', 'Peter Markle', 'James Cameron', 'Alan J. Pakula', 'Jean Negulesco', 'Michael Apted', 'Kathryn Bigelow', 'Emile Ardolino', 'Randal Kleiser', 'Jim Kammerud', 'Darrell Roodt', 'Rowdy Herrington', 'David Carson', 'Richard Rosson', 'Francis Ford Coppola', 'Dan Bradley', 'Atom Egoyan', 'Curtis Hanson', 'Mark Steven Johnson', 'Wayne Wang', "Pat O'Connor", 'Jeremiah S. Chechik', 'John Irvin', 'Robert Stevenson', 'Brian De Palma', 'Howard Hawks', 'Compton Bennett']]
Predicted Ans:    Robert Stevenson
Predicted Path:   Three Wishes --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Path (Raw):       Three Wishes --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   1.581850
Path Entropy(↓):  2.135484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jacqueline audry
Start Entity:     Jacqueline Audry
Gold Answer:      [['Louis Jourdan', 'Gaby Morlay', 'Jean Tissier', 'Yvonne de Bray', 'Leslie Caron']]
Predicted Ans:    Louis Jourdan
Predicted Path:   Jacqueline Audry --[(INV) directed_by]--> Gigi --[starred_actors]--> Louis Jourdan
Path (Raw):       Jacqueline Audry --[No Operation]--> Jacqueline Audry --[(INV) directed_by]--> Gigi --[starred_actors]--> Louis Jourdan
Neg LogProb(↓):   0.090583
Path Entropy(↓):  0.380568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film veronika decides to die were released in which years
Start Entity:     Veronika Decides to Die
Gold Answer:      [['1970', '2000', '1997', '1939', '2001', '2008', '2003', '2006', '1999', '2002', '1981', '2011', '2007']]
Predicted Ans:    1981
Predicted Path:   Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Path (Raw):       Veronika Decides to Die --[starred_actors]--> Sarah Michelle Gellar --[(INV) starred_actors]--> Possession --[release_year]--> 1981
Neg LogProb(↓):   1.092218
Path Entropy(↓):  2.307523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the man without a past
Start Entity:     The Man Without a Past
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Man Without a Past --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       The Man Without a Past --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.003480
Path Entropy(↓):  0.027337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the man who would be king in
Start Entity:     The Man Who Would Be King
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Man Who Would Be King --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The Man Who Would Be King --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.767959
Path Entropy(↓):  2.956104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie shadrach
Start Entity:     Shadrach
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Shadrach --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       Shadrach --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   3.276733
Path Entropy(↓):  4.557042
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by george barr mccutcheon
Start Entity:     George Barr McCutcheon
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   George Barr McCutcheon --[(INV) written_by]--> Brewster's Millions --[directed_by]--> Walter Hill
Path (Raw):       George Barr McCutcheon --[No Operation]--> George Barr McCutcheon --[(INV) written_by]--> Brewster's Millions --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the littlest rebel
Start Entity:     The Littlest Rebel
Gold Answer:      [['1934', '1924', '1949', '1930', '1944', '1950', '1940', '1942', '1936', '1935', '1945', '1952', '1956', '1943']]
Predicted Ans:    1945
Predicted Path:   The Littlest Rebel --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[release_year]--> 1945
Path (Raw):       The Littlest Rebel --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[release_year]--> 1945
Neg LogProb(↓):   1.032285
Path Entropy(↓):  2.226376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of city of ember
Start Entity:     City of Ember
Gold Answer:      [['1997', '1971', '1990', '2003', '1994']]
Predicted Ans:    1990
Predicted Path:   City of Ember --[written_by]--> Caroline Thompson --[(INV) written_by]--> Edward Scissorhands --[release_year]--> 1990
Path (Raw):       City of Ember --[written_by]--> Caroline Thompson --[(INV) written_by]--> Edward Scissorhands --[release_year]--> 1990
Neg LogProb(↓):   0.489354
Path Entropy(↓):  0.882850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by gridlock'd actors release
Start Entity:     Gridlock'd
Gold Answer:      [['2008', '1992', '1993', '2006', '2007', '1998', '1968', '2009', '2010', '1994', '2014', '1995', '2001', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1991']]
Predicted Ans:    2012
Predicted Path:   Gridlock'd --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Arbitrage --[release_year]--> 2012
Path (Raw):       Gridlock'd --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Arbitrage --[release_year]--> 2012
Neg LogProb(↓):   0.993958
Path Entropy(↓):  1.615973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the moon is blue
Start Entity:     The Moon Is Blue
Gold Answer:      [['F. Hugh Herbert']]
Predicted Ans:    F. Hugh Herbert
Predicted Path:   The Moon Is Blue --[written_by]--> F. Hugh Herbert --[(INV) written_by]--> Sitting Pretty --[written_by]--> F. Hugh Herbert
Path (Raw):       The Moon Is Blue --[written_by]--> F. Hugh Herbert --[(INV) written_by]--> Sitting Pretty --[written_by]--> F. Hugh Herbert
Neg LogProb(↓):   0.003961
Path Entropy(↓):  0.027904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of husbands and wives
Start Entity:     Husbands and Wives
Gold Answer:      [['Portuguese', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Husbands and Wives --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Husbands and Wives --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.005616
Path Entropy(↓):  0.042261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the bucket list are written by who
Start Entity:     The Bucket List
Gold Answer:      [['Paul Haggis', 'Robert Towne', 'Alexander Payne', 'Larry McMurtry', 'Diane Johnson', 'Scott Sanders', 'Patrick Quinn', 'Arthur Krystal', 'Richard Condon', 'Janet Roach', 'David Mamet', 'Gene Lyons', 'Joe Conason', 'Simon Moore', 'Mark Jonathan Harris', 'Guy Thomas', 'James M. Cain', 'Michael Schiffer', 'Frank Darabont', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Carole Eastman', 'Daniel Defoe', 'Bob Rafelson', 'Jack Nicholson', 'David Webb Peoples', 'Joseph Kosinski', 'Sean Penn', 'Stanley Kubrick', 'James L. Brooks', 'Mark Andrus', 'Grace Cary Bickley', 'Nancy Meyers', 'Darryl Ponicsan', 'Brad Silberling', 'Graham Yost', 'F.X. Toole', 'Kevin Jarre', 'Peter Burchard', 'Lincoln Kirstein', 'Yuri Zeltser', 'Robert Gould Shaw', 'Jason Smilovic', 'William Monahan', 'Bob Kane', 'Warren Skaaren', 'Sam Hamm', 'Michael Brandt', 'Nora Ephron', 'Jules Feiffer', 'Luc Besson', 'Ken Friedman', 'David J. Burke', 'Mark Millar', 'Mark Spragg', 'Louis Begley', 'Steve Oedekerk', 'Drew Fellman', 'Michelangelo Antonioni', 'William Kennedy', 'Aaron Sorkin', 'Jonathan Gems', 'Chris Morgan', 'Alfred Uhry', 'Steve Koren', "Mark O'Keefe", 'David Klass', 'Peter Wollen', 'Henry Jaglom', 'John Updike', 'David Franzoni', 'Jim Harrison', 'John Godey', 'Charles Martin Smith', 'James Patterson', 'Marc Moss', 'Wesley Strick', 'Derek Haas', 'Joseph Finder', 'Charles Baxter', 'Pen Densham', 'John Wainwright', 'Alison Cross', 'Nick Villiers', 'John Carlin']]
Predicted Ans:    Steve Koren
Predicted Path:   The Bucket List --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Path (Raw):       The Bucket List --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Neg LogProb(↓):   0.316477
Path Entropy(↓):  1.255870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the courtship of eddie's father
Start Entity:     The Courtship of Eddie's Father
Gold Answer:      [['J. Lee Thompson', 'Fritz Lang', 'Delmer Daves', 'Rudolph Maté', 'Blake Edwards', 'Giulio Paradisi', 'Thomas McCarthy', 'Jack Smight', 'George Marshall', 'Mark Robson', 'Anthony Mann', 'S. Sylvan Simon', 'Frank Capra', 'Budd Boetticher', 'Michael Gordon', 'Wesley Ruggles', 'Curtis Bernhardt', 'Roger Corman', 'Delbert Mann', 'Charles Vidor', 'Joseph H. Lewis', 'Ralph Nelson', 'Phil Karlson']]
Predicted Ans:    Frank Capra
Predicted Path:   The Courtship of Eddie's Father --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       The Courtship of Eddie's Father --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.911857
Path Entropy(↓):  1.568694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of live nude girls was
Start Entity:     Live Nude Girls
Gold Answer:      [['Julianna Lavin']]
Predicted Ans:    Julianna Lavin
Predicted Path:   Live Nude Girls --[directed_by]--> Julianna Lavin --[(INV) directed_by]--> Live Nude Girls --[directed_by]--> Julianna Lavin
Path (Raw):       Live Nude Girls --[directed_by]--> Julianna Lavin --[(INV) directed_by]--> Live Nude Girls --[directed_by]--> Julianna Lavin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by chris elliott
Start Entity:     Chris Elliott
Gold Answer:      [['Danny Rubin', 'Harold Ramis', 'Adam Resnick']]
Predicted Ans:    Harold Ramis
Predicted Path:   Chris Elliott --[(INV) starred_actors]--> Groundhog Day --[written_by]--> Harold Ramis
Path (Raw):       Chris Elliott --[No Operation]--> Chris Elliott --[(INV) starred_actors]--> Groundhog Day --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.265187
Path Entropy(↓):  0.573913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of jeffrey kluger
Start Entity:     Jeffrey Kluger
Gold Answer:      [['Al Reinert', 'Jim Lovell']]
Predicted Ans:    Al Reinert
Predicted Path:   Jeffrey Kluger --[(INV) written_by]--> Apollo 13 --[written_by]--> Al Reinert
Path (Raw):       Jeffrey Kluger --[No Operation]--> Jeffrey Kluger --[(INV) written_by]--> Apollo 13 --[written_by]--> Al Reinert
Neg LogProb(↓):   0.104267
Path Entropy(↓):  0.327155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the shadow director release
Start Entity:     The Shadow
Gold Answer:      [['1998', '2000', '2001', '2005', '1959', '1993', '1991', '1996', '1961', '1986', '1984']]
Predicted Ans:    1959
Predicted Path:   The Shadow --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> On the Beach --[release_year]--> 1959
Path (Raw):       The Shadow --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> On the Beach --[release_year]--> 1959
Neg LogProb(↓):   0.997112
Path Entropy(↓):  1.957062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the matchmaker
Start Entity:     The Matchmaker
Gold Answer:      [['Romance', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Matchmaker --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Path (Raw):       The Matchmaker --[starred_actors]--> Shirley MacLaine --[(INV) starred_actors]--> Bernie --[has_genre]--> Comedy
Neg LogProb(↓):   0.519029
Path Entropy(↓):  0.768845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of rapture - palooza
Start Entity:     Rapture-Palooza
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rapture-Palooza --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Rapture-Palooza --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.294566
Path Entropy(↓):  4.590343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by face to face screenwriters
Start Entity:     Face to Face
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Face to Face --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Path (Raw):       Face to Face --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Neg LogProb(↓):   0.719066
Path Entropy(↓):  1.580992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie weekend about
Start Entity:     Weekend
Gold Answer:      [['british']]
Predicted Ans:    french new wave
Predicted Path:   Weekend --[has_tags]--> french new wave --[(INV) has_tags]--> Weekend --[has_tags]--> french new wave
Path (Raw):       Weekend --[has_tags]--> french new wave --[(INV) has_tags]--> Weekend --[has_tags]--> french new wave
Neg LogProb(↓):   0.000883
Path Entropy(↓):  0.007525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of barbara hershey starred movies
Start Entity:     Barbara Hershey
Gold Answer:      [['1995', '1980', '1988', '1998', '1968', '2001', '1993', '1991', '1969', '1982', '1996', '1981', '1987', '1986', '2011']]
Predicted Ans:    1968
Predicted Path:   Barbara Hershey --[(INV) starred_actors]--> With Six You Get Eggroll --[release_year]--> 1968
Path (Raw):       Barbara Hershey --[No Operation]--> Barbara Hershey --[(INV) starred_actors]--> With Six You Get Eggroll --[release_year]--> 1968
Neg LogProb(↓):   1.131677
Path Entropy(↓):  1.916191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by helen dallimore
Start Entity:     Helen Dallimore
Gold Answer:      [['Yahoo Serious']]
Predicted Ans:    Yahoo Serious
Predicted Path:   Helen Dallimore --[(INV) starred_actors]--> Mr. Accident --[written_by]--> Yahoo Serious
Path (Raw):       Helen Dallimore --[No Operation]--> Helen Dallimore --[(INV) starred_actors]--> Mr. Accident --[written_by]--> Yahoo Serious
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed singham
Start Entity:     Singham
Gold Answer:      [['2013']]
Predicted Ans:    2011
Predicted Path:   Singham --[directed_by]--> Rohit Shetty --[(INV) directed_by]--> Singham --[release_year]--> 2011
Path (Raw):       Singham --[directed_by]--> Rohit Shetty --[(INV) directed_by]--> Singham --[release_year]--> 2011
Neg LogProb(↓):   0.054099
Path Entropy(↓):  0.206281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed rang de basanti
Start Entity:     Rang De Basanti
Gold Answer:      [['Rakeysh Omprakash Mehra']]
Predicted Ans:    Rakeysh Omprakash Mehra
Predicted Path:   Rang De Basanti --[directed_by]--> Rakeysh Omprakash Mehra --[(INV) directed_by]--> Delhi-6 --[directed_by]--> Rakeysh Omprakash Mehra
Path (Raw):       Rang De Basanti --[directed_by]--> Rakeysh Omprakash Mehra --[(INV) directed_by]--> Delhi-6 --[directed_by]--> Rakeysh Omprakash Mehra
Neg LogProb(↓):   0.005635
Path Entropy(↓):  0.038053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the april love director release
Start Entity:     April Love
Gold Answer:      [['1962', '1946', '2008', '1959', '1965', '1953', '1969', '1952']]
Predicted Ans:    1953
Predicted Path:   April Love --[directed_by]--> Henry Levin --[(INV) directed_by]--> The President's Lady --[release_year]--> 1953
Path (Raw):       April Love --[directed_by]--> Henry Levin --[(INV) directed_by]--> The President's Lady --[release_year]--> 1953
Neg LogProb(↓):   0.554315
Path Entropy(↓):  1.297422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with joanna gleason
Start Entity:     Joanna Gleason
Gold Answer:      [['Emily Blunt', 'Anna Kendrick', 'Daniel Huttlestone', 'Bernadette Peters', 'James Corden']]
Predicted Ans:    Bernadette Peters
Predicted Path:   Joanna Gleason --[(INV) starred_actors]--> Into the Woods --[starred_actors]--> Bernadette Peters
Path (Raw):       Joanna Gleason --[No Operation]--> Joanna Gleason --[(INV) starred_actors]--> Into the Woods --[starred_actors]--> Bernadette Peters
Neg LogProb(↓):   0.443637
Path Entropy(↓):  0.840697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director danny jacobs
Start Entity:     Danny Jacobs
Gold Answer:      [['Peter Bogdanovich', 'Jeremy Strong', 'Fairuza Balk']]
Predicted Ans:    Fairuza Balk
Predicted Path:   Danny Jacobs --[(INV) directed_by]--> Humboldt County --[starred_actors]--> Fairuza Balk
Path (Raw):       Danny Jacobs --[No Operation]--> Danny Jacobs --[(INV) directed_by]--> Humboldt County --[starred_actors]--> Fairuza Balk
Neg LogProb(↓):   0.001760
Path Entropy(↓):  0.013061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was noel behn the writer of
Start Entity:     Noel Behn
Gold Answer:      [['The Kremlin Letter']]
Predicted Ans:    The Kremlin Letter
Predicted Path:   Noel Behn --[(INV) written_by]--> The Kremlin Letter --[written_by]--> Gladys Hill --[(INV) written_by]--> The Kremlin Letter
Path (Raw):       Noel Behn --[(INV) written_by]--> The Kremlin Letter --[written_by]--> Gladys Hill --[(INV) written_by]--> The Kremlin Letter
Neg LogProb(↓):   0.152412
Path Entropy(↓):  0.420133
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the golden compass
Start Entity:     The Golden Compass
Gold Answer:      [['Clyde Geronimi', 'Kenneth Branagh', 'Hamilton Luske', 'Wilfred Jackson', 'Robert Iscove', 'Chris Weitz', 'Paul Weitz', 'James Kirkwood']]
Predicted Ans:    Chris Weitz
Predicted Path:   The Golden Compass --[written_by]--> Chris Weitz --[(INV) written_by]--> About a Boy --[directed_by]--> Chris Weitz
Path (Raw):       The Golden Compass --[written_by]--> Chris Weitz --[(INV) written_by]--> About a Boy --[directed_by]--> Chris Weitz
Neg LogProb(↓):   0.039938
Path Entropy(↓):  0.181175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film awake
Start Entity:     Awake
Gold Answer:      [['Matthew Chapman', 'Bryan Barber', 'Don Medford', 'Ron Shelton', 'Dito Montiel', 'Matthew Warchus', 'Guy Jenkin', 'Ethan Maniquis', 'Sarik Andreasyan', 'Bernie Goldmann', 'Mike Figgis', 'Jon Favreau', 'Rodman Flender', 'Marilyn Agrelo', 'Jaume Balagueró', 'Michael Winterbottom', 'Melisa Wallack', 'Gregory Hoblit', 'John Stockwell', 'Niels Arden Oplev', 'Frank Miller', 'Sidney Lumet', 'Sunu Gonera', 'Brad Anderson', 'Natalie Portman', 'Sydney Pollack', 'Robert Rodriguez', 'Doug Liman', 'John Luessenhop', 'Karl Mueller', 'Anthony Hemingway', 'Billy Ray']]
Predicted Ans:    Rodman Flender
Predicted Path:   Awake --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> Idle Hands --[directed_by]--> Rodman Flender
Path (Raw):       Awake --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> Idle Hands --[directed_by]--> Rodman Flender
Neg LogProb(↓):   0.420487
Path Entropy(↓):  1.046851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie deep impact were released in which years
Start Entity:     Deep Impact
Gold Answer:      [['2009', '1990', '1992', '1993', '1991', '1994', '1986']]
Predicted Ans:    1990
Predicted Path:   Deep Impact --[written_by]--> Bruce Joel Rubin --[(INV) written_by]--> Jacob's Ladder --[release_year]--> 1990
Path (Raw):       Deep Impact --[written_by]--> Bruce Joel Rubin --[(INV) written_by]--> Jacob's Ladder --[release_year]--> 1990
Neg LogProb(↓):   0.102908
Path Entropy(↓):  0.410866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by stephen bridgewater fall under
Start Entity:     Stephen Bridgewater
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Stephen Bridgewater --[(INV) directed_by]--> Prairie Fever --[has_genre]--> Western
Path (Raw):       Stephen Bridgewater --[No Operation]--> Stephen Bridgewater --[(INV) directed_by]--> Prairie Fever --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film it's the great pumpkin, charlie brown
Start Entity:     It's the Great Pumpkin, Charlie Brown
Gold Answer:      [['1965']]
Predicted Ans:    1966
Predicted Path:   It's the Great Pumpkin, Charlie Brown --[directed_by]--> Bill Melendez --[(INV) directed_by]--> It's the Great Pumpkin, Charlie Brown --[release_year]--> 1966
Path (Raw):       It's the Great Pumpkin, Charlie Brown --[directed_by]--> Bill Melendez --[(INV) directed_by]--> It's the Great Pumpkin, Charlie Brown --[release_year]--> 1966
Neg LogProb(↓):   0.502284
Path Entropy(↓):  0.671412
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in christopher robbins written films
Start Entity:     Christopher Robbins
Gold Answer:      [['Lao']]
Predicted Ans:    Lao
Predicted Path:   Christopher Robbins --[(INV) written_by]--> Air America --[in_language]--> Lao
Path (Raw):       Christopher Robbins --[No Operation]--> Christopher Robbins --[(INV) written_by]--> Air America --[in_language]--> Lao
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by jaime sanchez
Start Entity:     Jaime Sánchez
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jaime Sánchez --[(INV) starred_actors]--> The Pawnbroker --[has_genre]--> Drama
Path (Raw):       Jaime Sánchez --[No Operation]--> Jaime Sánchez --[(INV) starred_actors]--> The Pawnbroker --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with joe seneca
Start Entity:     Joe Seneca
Gold Answer:      [['Hedy Lamarr', 'Zoe Saldana', 'William Powell', 'Claire Trevor', 'Taryn Manning', 'Ralph Macchio', 'Basil Rathbone', 'Jami Gertz', 'Anson Mount', 'Britney Spears']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Joe Seneca --[(INV) starred_actors]--> Crossroads --[starred_actors]--> Basil Rathbone
Path (Raw):       Joe Seneca --[No Operation]--> Joe Seneca --[(INV) starred_actors]--> Crossroads --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.094967
Path Entropy(↓):  0.386011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film hours
Start Entity:     Hours
Gold Answer:      [['1982', '2011', '1984', '2010']]
Predicted Ans:    2010
Predicted Path:   Hours --[written_by]--> Eric Heisserer --[(INV) written_by]--> A Nightmare on Elm Street --[release_year]--> 2010
Path (Raw):       Hours --[written_by]--> Eric Heisserer --[(INV) written_by]--> A Nightmare on Elm Street --[release_year]--> 2010
Neg LogProb(↓):   0.329062
Path Entropy(↓):  0.850309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film hereafter
Start Entity:     Hereafter
Gold Answer:      [['Eric Rochant', 'Alexandre Aja', 'Luc Dardenne']]
Predicted Ans:    Luc Dardenne
Predicted Path:   Hereafter --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> The Kid with a Bike --[directed_by]--> Luc Dardenne
Path (Raw):       Hereafter --[starred_actors]--> Cécile De France --[(INV) starred_actors]--> The Kid with a Bike --[directed_by]--> Luc Dardenne
Neg LogProb(↓):   0.023736
Path Entropy(↓):  0.134774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with richard white
Start Entity:     Richard White
Gold Answer:      [['Estella Warren', 'Rhett Giles', 'Victor Parascos', 'Vincent Cassel', 'Jerry Orbach', 'Léa Seydoux', "Paige O'Hara", 'Robby Benson', 'Jean Marais', 'Josette Day']]
Predicted Ans:    Vincent Cassel
Predicted Path:   Richard White --[(INV) starred_actors]--> Beauty and the Beast --[starred_actors]--> Vincent Cassel
Path (Raw):       Richard White --[No Operation]--> Richard White --[(INV) starred_actors]--> Beauty and the Beast --[starred_actors]--> Vincent Cassel
Neg LogProb(↓):   0.004124
Path Entropy(↓):  0.034194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in bitter rice
Start Entity:     Bitter Rice
Gold Answer:      [['Vittorio Gassman', 'Raf Vallone', 'Silvana Mangano', 'Doris Dowling']]
Predicted Ans:    Melina Mercouri
Predicted Path:   Bitter Rice --[starred_actors]--> Raf Vallone --[(INV) starred_actors]--> Phaedra --[starred_actors]--> Melina Mercouri
Path (Raw):       Bitter Rice --[starred_actors]--> Raf Vallone --[(INV) starred_actors]--> Phaedra --[starred_actors]--> Melina Mercouri
Neg LogProb(↓):   0.200001
Path Entropy(↓):  0.664483
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are film co - writers of tim burns
Start Entity:     Tim Burns
Gold Answer:      [['Alex Winter', 'Tom Stern']]
Predicted Ans:    Alex Winter
Predicted Path:   Tim Burns --[(INV) written_by]--> Freaked --[written_by]--> Alex Winter
Path (Raw):       Tim Burns --[No Operation]--> Tim Burns --[(INV) written_by]--> Freaked --[written_by]--> Alex Winter
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
David grovic was the director of which films
Start Entity:     David Grovic
Gold Answer:      [['The Bag Man']]
Predicted Ans:    The Bag Man
Predicted Path:   David Grovic --[(INV) directed_by]--> The Bag Man --[directed_by]--> David Grovic --[(INV) directed_by]--> The Bag Man
Path (Raw):       David Grovic --[(INV) directed_by]--> The Bag Man --[directed_by]--> David Grovic --[(INV) directed_by]--> The Bag Man
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000227
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with stieg larsson
Start Entity:     Stieg Larsson
Gold Answer:      [['Steven Zaillian']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Stieg Larsson --[(INV) written_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Path (Raw):       Stieg Larsson --[No Operation]--> Stieg Larsson --[(INV) written_by]--> The Girl with the Dragon Tattoo --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.701158
Path Entropy(↓):  0.745188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed on the line
Start Entity:     On the Line
Gold Answer:      [['Eric Bross', 'Tom Cudworth']]
Predicted Ans:    Tom Cudworth
Predicted Path:   On the Line --[directed_by]--> Eric Bross --[(INV) directed_by]--> Restaurant --[written_by]--> Tom Cudworth
Path (Raw):       On the Line --[directed_by]--> Eric Bross --[(INV) directed_by]--> Restaurant --[written_by]--> Tom Cudworth
Neg LogProb(↓):   0.674108
Path Entropy(↓):  1.395774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the disaster movie director release
Start Entity:     Disaster Movie
Gold Answer:      [['2007', '2008', '2010', '2006', '2013']]
Predicted Ans:    2006
Predicted Path:   Disaster Movie --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Date Movie --[release_year]--> 2006
Path (Raw):       Disaster Movie --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Date Movie --[release_year]--> 2006
Neg LogProb(↓):   0.460697
Path Entropy(↓):  1.343241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with xavier palud
Start Entity:     Xavier Palud
Gold Answer:      [['David Moreau']]
Predicted Ans:    Xavier Palud
Predicted Path:   Xavier Palud --[(INV) directed_by]--> Them --[directed_by]--> Xavier Palud
Path (Raw):       Xavier Palud --[No Operation]--> Xavier Palud --[(INV) directed_by]--> Them --[directed_by]--> Xavier Palud
Neg LogProb(↓):   0.003930
Path Entropy(↓):  0.025669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors of the screenwriter kristina lindstrom
Start Entity:     Kristina Lindström
Gold Answer:      [['Olof Palme']]
Predicted Ans:    Olof Palme
Predicted Path:   Kristina Lindström --[(INV) written_by]--> Palme --[starred_actors]--> Olof Palme
Path (Raw):       Kristina Lindström --[No Operation]--> Kristina Lindström --[(INV) written_by]--> Palme --[starred_actors]--> Olof Palme
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with justin bartha
Start Entity:     Justin Bartha
Gold Answer:      [['Zach Galifianakis', 'Sean Bean', 'Nicolas Cage', 'Jesse Eisenberg', 'Bradley Cooper', 'Diane Kruger', 'Ari Graynor', 'Ed Helms']]
Predicted Ans:    Justin Bartha
Predicted Path:   Justin Bartha --[(INV) starred_actors]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Path (Raw):       Justin Bartha --[No Operation]--> Justin Bartha --[(INV) starred_actors]--> The Hangover Part III --[starred_actors]--> Justin Bartha
Neg LogProb(↓):   0.106270
Path Entropy(↓):  0.371643
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of fair game
Start Entity:     Fair Game
Gold Answer:      [['Cobra']]
Predicted Ans:    Cobra
Predicted Path:   Fair Game --[written_by]--> Paula Gosling --[(INV) written_by]--> Cobra
Path (Raw):       Fair Game --[written_by]--> Paula Gosling --[(INV) written_by]--> Cobra --[No Operation]--> Cobra
Neg LogProb(↓):   0.000544
Path Entropy(↓):  0.004639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film diana were in which genres
Start Entity:     Diana
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Diana --[starred_actors]--> Naomi Watts --[(INV) starred_actors]--> Dream House --[has_genre]--> Thriller
Path (Raw):       Diana --[starred_actors]--> Naomi Watts --[(INV) starred_actors]--> Dream House --[has_genre]--> Thriller
Neg LogProb(↓):   1.197045
Path Entropy(↓):  1.811319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by timo vuorensola
Start Entity:     Timo Vuorensola
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Timo Vuorensola --[(INV) directed_by]--> Iron Sky --[has_genre]--> Action
Path (Raw):       Timo Vuorensola --[No Operation]--> Timo Vuorensola --[(INV) directed_by]--> Iron Sky --[has_genre]--> Action
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of devon aoki acted films
Start Entity:     Devon Aoki
Gold Answer:      [['Jordan Galland']]
Predicted Ans:    Jordan Galland
Predicted Path:   Devon Aoki --[(INV) starred_actors]--> Rosencrantz and Guildenstern Are Undead --[written_by]--> Jordan Galland
Path (Raw):       Devon Aoki --[No Operation]--> Devon Aoki --[(INV) starred_actors]--> Rosencrantz and Guildenstern Are Undead --[written_by]--> Jordan Galland
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film marci x
Start Entity:     Marci X
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marci X --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Marci X --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.287772
Path Entropy(↓):  4.479399
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in senta berger acted films
Start Entity:     Senta Berger
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Senta Berger --[(INV) starred_actors]--> The Scarlet Letter --[in_language]--> German
Path (Raw):       Senta Berger --[No Operation]--> Senta Berger --[(INV) starred_actors]--> The Scarlet Letter --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was josh wiggins an actor in
Start Entity:     Josh Wiggins
Gold Answer:      [['Hellion']]
Predicted Ans:    Hellion
Predicted Path:   Josh Wiggins --[(INV) starred_actors]--> Hellion --[starred_actors]--> Aaron Paul --[(INV) starred_actors]--> Hellion
Path (Raw):       Josh Wiggins --[(INV) starred_actors]--> Hellion --[starred_actors]--> Aaron Paul --[(INV) starred_actors]--> Hellion
Neg LogProb(↓):   0.007745
Path Entropy(↓):  0.050759
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by t. j. lowther were directed by who
Start Entity:     T.J. Lowther
Gold Answer:      [['Clint Eastwood']]
Predicted Ans:    Clint Eastwood
Predicted Path:   T.J. Lowther --[(INV) starred_actors]--> A Perfect World --[directed_by]--> Clint Eastwood
Path (Raw):       T.J. Lowther --[No Operation]--> T.J. Lowther --[(INV) starred_actors]--> A Perfect World --[directed_by]--> Clint Eastwood
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with dan studney
Start Entity:     Dan Studney
Gold Answer:      [['Darren Lemke', 'Christopher McQuarrie']]
Predicted Ans:    Christopher McQuarrie
Predicted Path:   Dan Studney --[(INV) written_by]--> Jack the Giant Slayer --[written_by]--> Christopher McQuarrie
Path (Raw):       Dan Studney --[No Operation]--> Dan Studney --[(INV) written_by]--> Jack the Giant Slayer --[written_by]--> Christopher McQuarrie
Neg LogProb(↓):   0.156497
Path Entropy(↓):  0.442705
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the westerner
Start Entity:     The Westerner
Gold Answer:      [['1942', '1936', '1932', '1945', '1981', '1935', '1941', '1955', '1937', '1930', '1931', '1943']]
Predicted Ans:    1937
Predicted Path:   The Westerner --[written_by]--> Jo Swerling --[(INV) written_by]--> Double Wedding --[release_year]--> 1937
Path (Raw):       The Westerner --[written_by]--> Jo Swerling --[(INV) written_by]--> Double Wedding --[release_year]--> 1937
Neg LogProb(↓):   0.795498
Path Entropy(↓):  1.718049
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed curly sue
Start Entity:     Curly Sue
Gold Answer:      [['John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   Curly Sue --[directed_by]--> John Hughes --[(INV) directed_by]--> Ferris Bueller's Day Off --[written_by]--> John Hughes
Path (Raw):       Curly Sue --[directed_by]--> John Hughes --[(INV) directed_by]--> Ferris Bueller's Day Off --[written_by]--> John Hughes
Neg LogProb(↓):   0.536953
Path Entropy(↓):  1.024852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the cross of lorraine
Start Entity:     The Cross of Lorraine
Gold Answer:      [['Cover Girl', 'Viva Knievel!', 'The Happy Road', 'For Me and My Gal', "Singin' in the Rain", 'Summer Stock', "That's Entertainment!", 'Take Me Out to the Ball Game', 'Les Girls', 'Anchors Aweigh', 'The Pirate', 'An American in Paris', 'Inherit the Wind', "It's Always Fair Weather", 'Brigadoon', 'Christmas Holiday', 'Xanadu', 'Marjorie Morningstar', "That's Entertainment, Part II", 'Black Hand', 'On the Town', 'The Three Musketeers']]
Predicted Ans:    An American in Paris
Predicted Path:   The Cross of Lorraine --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris
Path (Raw):       The Cross of Lorraine --[starred_actors]--> Gene Kelly --[No Operation]--> Gene Kelly --[(INV) starred_actors]--> An American in Paris
Neg LogProb(↓):   1.149122
Path Entropy(↓):  2.024806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of happy campers
Start Entity:     Happy Campers
Gold Answer:      [['Sex and Death 101']]
Predicted Ans:    Happy Campers
Predicted Path:   Happy Campers --[directed_by]--> Daniel Waters --[(INV) directed_by]--> Happy Campers
Path (Raw):       Happy Campers --[No Operation]--> Happy Campers --[directed_by]--> Daniel Waters --[(INV) directed_by]--> Happy Campers
Neg LogProb(↓):   0.059374
Path Entropy(↓):  0.246466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies written by lester cohen
Start Entity:     Lester Cohen
Gold Answer:      [['Leslie Howard', 'Bette Davis']]
Predicted Ans:    Bette Davis
Predicted Path:   Lester Cohen --[(INV) written_by]--> Of Human Bondage --[starred_actors]--> Bette Davis
Path (Raw):       Lester Cohen --[No Operation]--> Lester Cohen --[(INV) written_by]--> Of Human Bondage --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.000118
Path Entropy(↓):  0.001188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with time of the wolf fall under
Start Entity:     Time of the Wolf
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Time of the Wolf --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[has_genre]--> Comedy
Path (Raw):       Time of the Wolf --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[has_genre]--> Comedy
Neg LogProb(↓):   0.563689
Path Entropy(↓):  1.232075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with man of the year fall under
Start Entity:     Man of the Year
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Man of the Year --[written_by]--> Barry Levinson --[(INV) written_by]--> Avalon --[has_genre]--> Drama
Path (Raw):       Man of the Year --[written_by]--> Barry Levinson --[(INV) written_by]--> Avalon --[has_genre]--> Drama
Neg LogProb(↓):   0.903756
Path Entropy(↓):  1.452081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie white of the eye
Start Entity:     White of the Eye
Gold Answer:      [['Jerico', 'John Cassavetes', 'Jake LaMotta', 'Frank Peretti', 'Robert Harling', 'Evan Rhodes', 'John Leekley', 'Larry Gelbart', 'Buster Keaton', 'Stephen King', 'Sebastián Lelio', 'Mardik Martin', 'Pat Conroy', 'Chris Columbus', 'Andrew Bergman', 'Paul Schrader', 'Thomas Berger']]
Predicted Ans:    Stephen King
Predicted Path:   White of the Eye --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter --[written_by]--> Stephen King
Path (Raw):       White of the Eye --[starred_actors]--> David Keith --[(INV) starred_actors]--> Firestarter --[written_by]--> Stephen King
Neg LogProb(↓):   0.241143
Path Entropy(↓):  0.523505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the girl who kicked the hornets'nest
Start Entity:     The Girl Who Kicked the Hornets' Nest
Gold Answer:      [['David Fincher', 'Niels Arden Oplev', 'Daniel Alfredson']]
Predicted Ans:    David Fincher
Predicted Path:   The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl with the Dragon Tattoo --[directed_by]--> David Fincher
Path (Raw):       The Girl Who Kicked the Hornets' Nest --[written_by]--> Stieg Larsson --[(INV) written_by]--> The Girl with the Dragon Tattoo --[directed_by]--> David Fincher
Neg LogProb(↓):   0.810272
Path Entropy(↓):  1.066520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for feeling minnesota
Start Entity:     Feeling Minnesota
Gold Answer:      [['Steven Baigelman']]
Predicted Ans:    Steven Baigelman
Predicted Path:   Feeling Minnesota --[written_by]--> Steven Baigelman --[(INV) written_by]--> Feeling Minnesota --[written_by]--> Steven Baigelman
Path (Raw):       Feeling Minnesota --[written_by]--> Steven Baigelman --[(INV) written_by]--> Feeling Minnesota --[written_by]--> Steven Baigelman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with paul weitz
Start Entity:     Paul Weitz
Gold Answer:      [['Chris Weitz']]
Predicted Ans:    Chris Weitz
Predicted Path:   Paul Weitz --[(INV) directed_by]--> About a Boy --[directed_by]--> Chris Weitz
Path (Raw):       Paul Weitz --[No Operation]--> Paul Weitz --[(INV) directed_by]--> About a Boy --[directed_by]--> Chris Weitz
Neg LogProb(↓):   0.009416
Path Entropy(↓):  0.055105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jayce bartok starred movies
Start Entity:     Jayce Bartok
Gold Answer:      [['2006', '2007']]
Predicted Ans:    2007
Predicted Path:   Jayce Bartok --[(INV) starred_actors]--> The Cake Eaters --[release_year]--> 2007
Path (Raw):       Jayce Bartok --[No Operation]--> Jayce Bartok --[(INV) starred_actors]--> The Cake Eaters --[release_year]--> 2007
Neg LogProb(↓):   0.001595
Path Entropy(↓):  0.011858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by frank frazetta
Start Entity:     Frank Frazetta
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Frank Frazetta --[(INV) written_by]--> Fire and Ice --[release_year]--> 1983
Path (Raw):       Frank Frazetta --[No Operation]--> Frank Frazetta --[(INV) written_by]--> Fire and Ice --[release_year]--> 1983
Neg LogProb(↓):   0.000056
Path Entropy(↓):  0.000607
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with alex gregory
Start Entity:     Alex Gregory
Gold Answer:      [['Peter Huyck']]
Predicted Ans:    Alex Gregory
Predicted Path:   Alex Gregory --[(INV) written_by]--> A Good Old Fashioned Orgy --[written_by]--> Alex Gregory
Path (Raw):       Alex Gregory --[No Operation]--> Alex Gregory --[(INV) written_by]--> A Good Old Fashioned Orgy --[written_by]--> Alex Gregory
Neg LogProb(↓):   0.000800
Path Entropy(↓):  0.006513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of lone star
Start Entity:     Lone Star
Gold Answer:      [['Honeydripper', 'Men with Guns', 'Go for Sisters', 'Silver City', 'Lianna', 'Amigo', 'Eight Men Out', 'The Brother from Another Planet', 'Passion Fish', 'City of Hope', 'Sunshine State', 'Limbo', 'The Secret of Roan Inish', 'Matewan']]
Predicted Ans:    Passion Fish
Predicted Path:   Lone Star --[directed_by]--> John Sayles --[(INV) directed_by]--> Passion Fish
Path (Raw):       Lone Star --[directed_by]--> John Sayles --[(INV) directed_by]--> Passion Fish --[No Operation]--> Passion Fish
Neg LogProb(↓):   1.026446
Path Entropy(↓):  1.931525
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the electric house
Start Entity:     The Electric House
Gold Answer:      [['Burt Shevelove', 'Melvin Frank', 'Larry Gelbart', 'Buster Keaton', 'Edward F. Cline', 'Al Boasberg', 'Charles Henry Smith', 'Clyde Bruckman', 'Roi Cooper Megrue', 'John Boorman', 'Thomas Berger', 'Michael Pertwee']]
Predicted Ans:    Larry Gelbart
Predicted Path:   The Electric House --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       The Electric House --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   1.058189
Path Entropy(↓):  2.286544
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for going down in la - la land
Start Entity:     Going Down in LA-LA Land
Gold Answer:      [['Casper Andreas', 'Andy Zeffer']]
Predicted Ans:    Casper Andreas
Predicted Path:   Going Down in LA-LA Land --[written_by]--> Casper Andreas --[(INV) written_by]--> Going Down in LA-LA Land --[written_by]--> Casper Andreas
Path (Raw):       Going Down in LA-LA Land --[written_by]--> Casper Andreas --[(INV) written_by]--> Going Down in LA-LA Land --[written_by]--> Casper Andreas
Neg LogProb(↓):   0.038413
Path Entropy(↓):  0.193415
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie blades of glory
Start Entity:     Blades of Glory
Gold Answer:      [['1998', '2009', '2008', '2003', '1960', '2005', '2010', '2004', '2006', '1999', '1945', '2015', '2012', '2007']]
Predicted Ans:    2008
Predicted Path:   Blades of Glory --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[release_year]--> 2008
Path (Raw):       Blades of Glory --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[release_year]--> 2008
Neg LogProb(↓):   0.347794
Path Entropy(↓):  0.967335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by frances drake
Start Entity:     Frances Drake
Gold Answer:      [['Karl Freund', 'Vicente Aranda', 'Antonia Bird']]
Predicted Ans:    Vicente Aranda
Predicted Path:   Frances Drake --[(INV) starred_actors]--> Mad Love --[directed_by]--> Vicente Aranda
Path (Raw):       Frances Drake --[No Operation]--> Frances Drake --[(INV) starred_actors]--> Mad Love --[directed_by]--> Vicente Aranda
Neg LogProb(↓):   0.054307
Path Entropy(↓):  0.234977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of mary kay place
Start Entity:     Mary Kay Place
Gold Answer:      [['Nick Stahl', 'Kurt Russell', 'Martin Short', 'Benjamin Salisbury']]
Predicted Ans:    Kurt Russell
Predicted Path:   Mary Kay Place --[(INV) starred_actors]--> Captain Ron --[starred_actors]--> Kurt Russell
Path (Raw):       Mary Kay Place --[No Operation]--> Mary Kay Place --[(INV) starred_actors]--> Captain Ron --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.102123
Path Entropy(↓):  0.426574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie little caesar in a few words
Start Entity:     Little Caesar
Gold Answer:      [['edward g. robinson', 'bd-r', 'mervyn leroy']]
Predicted Ans:    mervyn leroy
Predicted Path:   Little Caesar --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Path (Raw):       Little Caesar --[has_tags]--> mervyn leroy --[(INV) has_tags]--> Anthony Adverse --[has_tags]--> mervyn leroy
Neg LogProb(↓):   1.192976
Path Entropy(↓):  1.406569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed white water summer
Start Entity:     White Water Summer
Gold Answer:      [['Matthew Broderick', 'Shirley Jones', 'Kristin Chenoweth', 'Robert Preston', 'Lauren Ambrose', 'Adam Kaufman']]
Predicted Ans:    Lauren Ambrose
Predicted Path:   White Water Summer --[directed_by]--> Jeff Bleckner --[(INV) directed_by]--> Loving Leah --[starred_actors]--> Lauren Ambrose
Path (Raw):       White Water Summer --[directed_by]--> Jeff Bleckner --[(INV) directed_by]--> Loving Leah --[starred_actors]--> Lauren Ambrose
Neg LogProb(↓):   0.098450
Path Entropy(↓):  0.319908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in ruby gentry
Start Entity:     Ruby Gentry
Gold Answer:      [['Karl Malden', 'Jennifer Jones', 'Charlton Heston']]
Predicted Ans:    Charlton Heston
Predicted Path:   Ruby Gentry --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Soylent Green --[starred_actors]--> Charlton Heston
Path (Raw):       Ruby Gentry --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Soylent Green --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.012346
Path Entropy(↓):  0.070566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with don't bother to knock fall under
Start Entity:     Don't Bother to Knock
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Don't Bother to Knock --[written_by]--> Daniel Taradash --[(INV) written_by]--> Picnic --[has_genre]--> Drama
Path (Raw):       Don't Bother to Knock --[written_by]--> Daniel Taradash --[(INV) written_by]--> Picnic --[has_genre]--> Drama
Neg LogProb(↓):   0.061183
Path Entropy(↓):  0.277668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the halloween tree
Start Entity:     The Halloween Tree
Gold Answer:      [['Peter Hyams', 'Jack Arnold', 'Stuart Gordon', 'Jack Clayton', 'John Huston', 'Jack Smight', 'François Truffaut']]
Predicted Ans:    François Truffaut
Predicted Path:   The Halloween Tree --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[directed_by]--> François Truffaut
Path (Raw):       The Halloween Tree --[written_by]--> Ray Bradbury --[(INV) written_by]--> Fahrenheit 451 --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.042117
Path Entropy(↓):  0.204499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie millie released
Start Entity:     Millie
Gold Answer:      [['1931']]
Predicted Ans:    1931
Predicted Path:   Millie --[release_year]--> 1931 --[(INV) release_year]--> Charlie Chan Carries On --[release_year]--> 1931
Path (Raw):       Millie --[release_year]--> 1931 --[(INV) release_year]--> Charlie Chan Carries On --[release_year]--> 1931
Neg LogProb(↓):   1.382750
Path Entropy(↓):  2.357630
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed cloudy with a chance of meatballs
Start Entity:     Cloudy with a Chance of Meatballs
Gold Answer:      [['2012', '2014']]
Predicted Ans:    2014
Predicted Path:   Cloudy with a Chance of Meatballs --[directed_by]--> Christopher Miller --[(INV) directed_by]--> 22 Jump Street --[release_year]--> 2014
Path (Raw):       Cloudy with a Chance of Meatballs --[directed_by]--> Christopher Miller --[(INV) directed_by]--> 22 Jump Street --[release_year]--> 2014
Neg LogProb(↓):   0.679528
Path Entropy(↓):  1.327757
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by tennyson bardwell
Start Entity:     Tennyson Bardwell
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Tennyson Bardwell --[(INV) directed_by]--> Dorian Blues --[release_year]--> 2004
Path (Raw):       Tennyson Bardwell --[No Operation]--> Tennyson Bardwell --[(INV) directed_by]--> Dorian Blues --[release_year]--> 2004
Neg LogProb(↓):   0.000181
Path Entropy(↓):  0.001740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film stalingrad
Start Entity:     Stalingrad
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Stalingrad --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Stalingrad --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   4.228660
Path Entropy(↓):  5.475041
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films the darkest hour are written by who
Start Entity:     The Darkest Hour
Gold Answer:      [['Chris Gorak']]
Predicted Ans:    Chris Gorak
Predicted Path:   The Darkest Hour --[directed_by]--> Chris Gorak --[(INV) directed_by]--> The Darkest Hour --[directed_by]--> Chris Gorak
Path (Raw):       The Darkest Hour --[directed_by]--> Chris Gorak --[(INV) directed_by]--> The Darkest Hour --[directed_by]--> Chris Gorak
Neg LogProb(↓):   0.592430
Path Entropy(↓):  0.689894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the burglar
Start Entity:     The Burglar
Gold Answer:      [['Fritz Lang', 'Frank Tashlin', 'Lewis Allen', 'Stanley Donen', 'Stuart Heisler']]
Predicted Ans:    Frank Tashlin
Predicted Path:   The Burglar --[starred_actors]--> Jayne Mansfield --[(INV) starred_actors]--> The Girl Can't Help It --[directed_by]--> Frank Tashlin
Path (Raw):       The Burglar --[starred_actors]--> Jayne Mansfield --[(INV) starred_actors]--> The Girl Can't Help It --[directed_by]--> Frank Tashlin
Neg LogProb(↓):   0.003036
Path Entropy(↓):  0.022783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jack yellen were in which genres
Start Entity:     Jack Yellen
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   Jack Yellen --[(INV) written_by]--> Little Miss Broadway --[has_genre]--> Drama
Path (Raw):       Jack Yellen --[No Operation]--> Jack Yellen --[(INV) written_by]--> Little Miss Broadway --[has_genre]--> Drama
Neg LogProb(↓):   0.062575
Path Entropy(↓):  0.242188
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of nobody lives forever
Start Entity:     Nobody Lives Forever
Gold Answer:      [['Fred Astaire', 'Alexis Minotis', 'Joan Caulfield', 'Hope Lange', 'Fred MacMurray', 'Kelly Lynch', 'Gardner McKay', 'Louis Jourdan', 'Andrew Ray', 'Kate Winslet', 'Sophia Loren', 'Lana Turner', 'David Wayne', 'Alan Ladd', 'Joan Lorring', 'Leslie Caron', 'Richard Widmark', 'Celeste Holm', 'Geraldine Fitzgerald', 'Carol Lynley', 'Dorothy McGuire', 'Zachary Scott', 'Lauren Bacall', 'Stephen Boyd', 'Claudette Colbert', 'Joan Crawford', 'Thelma Ritter', 'Sam Elliott', 'Suzy Parker', 'Lew Ayres', 'Leonardo DiCaprio', 'Terry Moore', 'Sydney Greenstreet', 'Agnes Moorehead', 'Marilyn Monroe', 'John Garfield', 'Richard Burton', 'Faye Emerson', 'Anthony Franciosa', 'Alec Guinness', 'Betty Grable', 'Jean Peters', 'Ben Gazzara', 'Cornel Wilde', 'Irene Dunne', 'Clifton Webb', 'Ida Lupino', 'Jane Wyman', 'Peter Lorre', 'Patrick Swayze', 'Charles Bickford']]
Predicted Ans:    Marilyn Monroe
Predicted Path:   Nobody Lives Forever --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> How to Marry a Millionaire --[starred_actors]--> Marilyn Monroe
Path (Raw):       Nobody Lives Forever --[directed_by]--> Jean Negulesco --[(INV) directed_by]--> How to Marry a Millionaire --[starred_actors]--> Marilyn Monroe
Neg LogProb(↓):   1.074458
Path Entropy(↓):  2.063967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john leach directed films
Start Entity:     John Leach
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   John Leach --[(INV) directed_by]--> Witch's Night Out --[release_year]--> 1978
Path (Raw):       John Leach --[No Operation]--> John Leach --[(INV) directed_by]--> Witch's Night Out --[release_year]--> 1978
Neg LogProb(↓):   0.000435
Path Entropy(↓):  0.003809
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of stomp the yard
Start Entity:     Stomp the Yard
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Stomp the Yard --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[release_year]--> 2010
Path (Raw):       Stomp the Yard --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[release_year]--> 2010
Neg LogProb(↓):   0.012912
Path Entropy(↓):  0.068650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by chris fisher were written by who
Start Entity:     Chris Fisher
Gold Answer:      [['Thomas Berger']]
Predicted Ans:    Thomas Berger
Predicted Path:   Chris Fisher --[(INV) directed_by]--> Meeting Evil --[written_by]--> Thomas Berger
Path (Raw):       Chris Fisher --[No Operation]--> Chris Fisher --[(INV) directed_by]--> Meeting Evil --[written_by]--> Thomas Berger
Neg LogProb(↓):   0.045710
Path Entropy(↓):  0.187398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with louis koo
Start Entity:     Louis Koo
Gold Answer:      [['Simon Yam', 'Collin Chou', 'Melissa George', 'Daniel Wu', 'Donnie Yen', 'Michael Dorman', 'Richie Jen', 'Cherrie Ying', 'Andy Lau', 'Patrick Tam', 'Aaron Kwok']]
Predicted Ans:    Simon Yam
Predicted Path:   Louis Koo --[(INV) starred_actors]--> Triangle --[starred_actors]--> Simon Yam
Path (Raw):       Louis Koo --[No Operation]--> Louis Koo --[(INV) starred_actors]--> Triangle --[starred_actors]--> Simon Yam
Neg LogProb(↓):   0.168000
Path Entropy(↓):  0.542879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does rebecca romijn star in
Start Entity:     Rebecca Romijn
Gold Answer:      [['Rollerball', 'Man About Town', 'Femme Fatale', 'Bettie Page Reveals All']]
Predicted Ans:    The Mambo Kings
Predicted Path:   Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings
Path (Raw):       Rebecca Romijn --[(INV) starred_actors]--> Femme Fatale --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings
Neg LogProb(↓):   0.445867
Path Entropy(↓):  1.088581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What words describe metropolis
Start Entity:     Metropolis
Gold Answer:      [['bd-r', 'fritz lang', 'music', 'dystopia', 'science fiction', 'silent film']]
Predicted Ans:    tezuka
Predicted Path:   Metropolis --[has_tags]--> tezuka --[(INV) has_tags]--> Metropolis --[has_tags]--> tezuka
Path (Raw):       Metropolis --[has_tags]--> tezuka --[(INV) has_tags]--> Metropolis --[has_tags]--> tezuka
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by frank perry were in which genres
Start Entity:     Frank Perry
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Frank Perry --[(INV) directed_by]--> Rancho Deluxe --[has_genre]--> Comedy
Path (Raw):       Frank Perry --[No Operation]--> Frank Perry --[(INV) directed_by]--> Rancho Deluxe --[has_genre]--> Comedy
Neg LogProb(↓):   0.177910
Path Entropy(↓):  0.602445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of you can't take it with you
Start Entity:     You Can't Take It With You
Gold Answer:      [['Sam Wood', 'Richard Quine', 'George Cukor', 'Rouben Mamoulian', 'Roy Del Ruth', 'Robert Florey', 'Joseph Santley', 'Charles Vidor', 'William A. Wellman', 'William Keighley']]
Predicted Ans:    Roy Del Ruth
Predicted Path:   You Can't Take It With You --[written_by]--> Moss Hart --[(INV) written_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Path (Raw):       You Can't Take It With You --[written_by]--> Moss Hart --[(INV) written_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Neg LogProb(↓):   0.616918
Path Entropy(↓):  0.817392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by randolph scott
Start Entity:     Randolph Scott
Gold Answer:      [['Zane Grey', 'Gene Lewis', 'Clarence Upson Young', 'Michael Mann', 'Hubert Osborne', 'Lamar Trotti', 'Jonas Ward', 'James Fenimore Cooper', 'Robert Dillon', 'H. Rider Haggard', 'Glendon Swarthout', 'Niven Busch', "George O'Neil", 'Allan Scott', 'Alice Duer Miller', 'Max Brand', 'Harvey Fergusson', 'Roy Huggins', 'Luke Short', 'James Vance Marshall', 'Dwight Taylor', 'Richard H. Landau', 'Nunnally Johnson', 'Alan Le May', 'Leo McCarey', 'Cameron Rogers', 'Kate Douglas Wiggin', 'Rex Beach', 'Oscar Hammerstein II', 'Lawrence Hazard', 'Elmore Leonard', 'Robert Buckner', 'Karl Tunberg', 'Tom Reed', 'George Owen', 'Don Ettlinger', 'Sloan Nibley', 'Burt Kennedy']]
Predicted Ans:    Allan Scott
Predicted Path:   Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Path (Raw):       Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Neg LogProb(↓):   1.052973
Path Entropy(↓):  1.760130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote whistle down the wind
Start Entity:     Whistle Down the Wind
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Whistle Down the Wind --[written_by]--> Keith Waterhouse --[(INV) written_by]--> Billy Liar --[has_genre]--> Drama
Path (Raw):       Whistle Down the Wind --[written_by]--> Keith Waterhouse --[(INV) written_by]--> Billy Liar --[has_genre]--> Drama
Neg LogProb(↓):   0.002827
Path Entropy(↓):  0.021027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by abbas kiarostami release
Start Entity:     Abbas Kiarostami
Gold Answer:      [['1995', '1997', '1990', '2003', '1992', '1989', '2005', '2010', '1994', '1999', '2002', '2012', '1974', '1977']]
Predicted Ans:    1992
Predicted Path:   Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[release_year]--> 1992
Path (Raw):       Abbas Kiarostami --[No Operation]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[release_year]--> 1992
Neg LogProb(↓):   0.293013
Path Entropy(↓):  0.855973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote bye bye monkey
Start Entity:     Bye Bye Monkey
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Bye Bye Monkey --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead --[in_language]--> Italian
Path (Raw):       Bye Bye Monkey --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead --[in_language]--> Italian
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000262
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in walkabout
Start Entity:     Walkabout
Gold Answer:      [['Rolf de Heer', 'George Clayton Johnson', 'David Zelag Goodman', 'William F. Nolan', 'Don Mancini', 'David Gulpilil', 'Jack Higgins']]
Predicted Ans:    Jack Higgins
Predicted Path:   Walkabout --[starred_actors]--> Jenny Agutter --[(INV) starred_actors]--> The Eagle Has Landed --[written_by]--> Jack Higgins
Path (Raw):       Walkabout --[starred_actors]--> Jenny Agutter --[(INV) starred_actors]--> The Eagle Has Landed --[written_by]--> Jack Higgins
Neg LogProb(↓):   0.415019
Path Entropy(↓):  0.651115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by n. c. heikin fall under
Start Entity:     N.C. Heikin
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   N.C. Heikin --[(INV) written_by]--> Kimjongilia --[has_genre]--> Documentary
Path (Raw):       N.C. Heikin --[No Operation]--> N.C. Heikin --[(INV) written_by]--> Kimjongilia --[has_genre]--> Documentary
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does eva green act in
Start Entity:     Eva Green
Gold Answer:      [['Dark Shadows', 'Womb', 'Cracks', 'The Salvation', 'Perfect Sense', 'Franklyn']]
Predicted Ans:    Franklyn
Predicted Path:   Eva Green --[(INV) starred_actors]--> Franklyn --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Franklyn
Path (Raw):       Eva Green --[(INV) starred_actors]--> Franklyn --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Franklyn
Neg LogProb(↓):   0.183106
Path Entropy(↓):  0.514111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is wing and a prayer
Start Entity:     Wing and a Prayer
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Wing and a Prayer --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Path (Raw):       Wing and a Prayer --[has_genre]--> War --[(INV) has_genre]--> Story of a Prostitute --[has_genre]--> War
Neg LogProb(↓):   1.695672
Path Entropy(↓):  2.394216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of red state
Start Entity:     Red State
Gold Answer:      [['Zack and Miri Make a Porno', 'Jay and Silent Bob Strike Back', 'Tusk', 'Mallrats', 'Clerks', 'Chasing Amy', 'Clerks II', 'Dogma', 'Cop Out', 'Jersey Girl']]
Predicted Ans:    Chasing Amy
Predicted Path:   Red State --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Chasing Amy
Path (Raw):       Red State --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Chasing Amy --[No Operation]--> Chasing Amy
Neg LogProb(↓):   1.464901
Path Entropy(↓):  2.044385
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in berkeley in the sixties
Start Entity:     Berkeley in the Sixties
Gold Answer:      [['Joan Baez']]
Predicted Ans:    Joan Baez
Predicted Path:   Berkeley in the Sixties --[starred_actors]--> Joan Baez --[(INV) starred_actors]--> Berkeley in the Sixties --[starred_actors]--> Joan Baez
Path (Raw):       Berkeley in the Sixties --[starred_actors]--> Joan Baez --[(INV) starred_actors]--> Berkeley in the Sixties --[starred_actors]--> Joan Baez
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by mark a. z. dippe release
Start Entity:     Mark A.Z. Dippé
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Mark A.Z. Dippé --[(INV) written_by]--> Spawn --[release_year]--> 1997
Path (Raw):       Mark A.Z. Dippé --[No Operation]--> Mark A.Z. Dippé --[(INV) written_by]--> Spawn --[release_year]--> 1997
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by maria ouspenskaya
Start Entity:     Maria Ouspenskaya
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Maria Ouspenskaya --[(INV) starred_actors]--> Love Affair --[has_genre]--> Drama
Path (Raw):       Maria Ouspenskaya --[No Operation]--> Maria Ouspenskaya --[(INV) starred_actors]--> Love Affair --[has_genre]--> Drama
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rosie o'donnell appeared in the same movie with who
Start Entity:     Rosie O'Donnell
Gold Answer:      [['John Goodman', 'Paul Mercurio', 'Melanie Griffith', 'Rick Moranis', 'Dana Delany', 'Elizabeth Perkins', 'Emilio Estevez', 'Christina Ricci', 'Richard Dreyfuss', 'Thora Birch', 'Dan Aykroyd']]
Predicted Ans:    John Goodman
Predicted Path:   Rosie O'Donnell --[(INV) starred_actors]--> The Flintstones --[starred_actors]--> John Goodman
Path (Raw):       Rosie O'Donnell --[No Operation]--> Rosie O'Donnell --[(INV) starred_actors]--> The Flintstones --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.086479
Path Entropy(↓):  0.349654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie mr. popper's penguins
Start Entity:     Mr. Popper's Penguins
Gold Answer:      [['2008', '2014', '2009', '2004']]
Predicted Ans:    2011
Predicted Path:   Mr. Popper's Penguins --[directed_by]--> Mark Waters --[(INV) directed_by]--> Mr. Popper's Penguins --[release_year]--> 2011
Path (Raw):       Mr. Popper's Penguins --[directed_by]--> Mark Waters --[(INV) directed_by]--> Mr. Popper's Penguins --[release_year]--> 2011
Neg LogProb(↓):   1.121826
Path Entropy(↓):  1.425059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie hugo were released in which years
Start Entity:     Hugo
Gold Answer:      [['1980', '1993', '2006', '1985', '1967', '1974', '1977', '2010', '2004', '1982', '1973', '1995', '1976', '1972', '2001', '1990', '1989', '2002', '2013', '1962', '1988', '1934', '1978', '1997', '1991', '1999', '1986']]
Predicted Ans:    1995
Predicted Path:   Hugo --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino --[release_year]--> 1995
Path (Raw):       Hugo --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino --[release_year]--> 1995
Neg LogProb(↓):   1.237792
Path Entropy(↓):  2.256722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of scott patrick green starred movies
Start Entity:     Scott Patrick Green
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Scott Patrick Green --[(INV) starred_actors]--> Last Days --[release_year]--> 2005
Path (Raw):       Scott Patrick Green --[No Operation]--> Scott Patrick Green --[(INV) starred_actors]--> Last Days --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of frozen
Start Entity:     Frozen
Gold Answer:      [['Don Bluth', 'Adam Green', 'Joe Lynch', 'Adam Rifkin', 'Tim Sullivan', 'John Musker', 'Ron Clements', 'Rich Moore', 'Michael Hegner', 'Karsten Kiilerich', 'Chris Buck', 'Ash Brannon', 'BJ McDonnell', 'Gary Goldman', 'Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Chris Buck
Predicted Path:   Frozen --[written_by]--> Chris Buck --[(INV) written_by]--> Frozen --[directed_by]--> Chris Buck
Path (Raw):       Frozen --[written_by]--> Chris Buck --[(INV) written_by]--> Frozen --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.997460
Path Entropy(↓):  1.552834
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie satanas
Start Entity:     Satanás
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Satanás --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       Satanás --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.368755
Path Entropy(↓):  4.700636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of chasing amy
Start Entity:     Chasing Amy
Gold Answer:      [['Zack and Miri Make a Porno', 'Jay and Silent Bob Strike Back', 'Tusk', 'Mallrats', 'Clerks', 'Red State', 'Clerks II', 'Dogma', 'Cop Out', 'Jersey Girl']]
Predicted Ans:    Jersey Girl
Predicted Path:   Chasing Amy --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Jersey Girl
Path (Raw):       Chasing Amy --[No Operation]--> Chasing Amy --[directed_by]--> Kevin Smith --[(INV) directed_by]--> Jersey Girl
Neg LogProb(↓):   1.243329
Path Entropy(↓):  2.231704
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film gold
Start Entity:     Gold
Gold Answer:      [['Thomas Arslan']]
Predicted Ans:    Wilbur Smith
Predicted Path:   Gold --[written_by]--> Wilbur Smith --[(INV) written_by]--> Dark of the Sun --[written_by]--> Wilbur Smith
Path (Raw):       Gold --[written_by]--> Wilbur Smith --[(INV) written_by]--> Dark of the Sun --[written_by]--> Wilbur Smith
Neg LogProb(↓):   0.311991
Path Entropy(↓):  0.585537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of dean cain starred movies
Start Entity:     Dean Cain
Gold Answer:      [['Harold Cronk', 'David Mackay', 'Tamra Davis', 'Michael Feifer']]
Predicted Ans:    David Mackay
Predicted Path:   Dean Cain --[(INV) starred_actors]--> Ace of Hearts --[directed_by]--> David Mackay
Path (Raw):       Dean Cain --[No Operation]--> Dean Cain --[(INV) starred_actors]--> Ace of Hearts --[directed_by]--> David Mackay
Neg LogProb(↓):   0.001746
Path Entropy(↓):  0.014019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by leea klemola
Start Entity:     Leea Klemola
Gold Answer:      [['Simo Halinen']]
Predicted Ans:    Simo Halinen
Predicted Path:   Leea Klemola --[(INV) starred_actors]--> Open Up to Me --[written_by]--> Simo Halinen
Path (Raw):       Leea Klemola --[No Operation]--> Leea Klemola --[(INV) starred_actors]--> Open Up to Me --[written_by]--> Simo Halinen
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed monster in a box
Start Entity:     Monster in a Box
Gold Answer:      [['Nick Broomfield']]
Predicted Ans:    Nick Broomfield
Predicted Path:   Monster in a Box --[directed_by]--> Nick Broomfield --[(INV) directed_by]--> Fetishes --[written_by]--> Nick Broomfield
Path (Raw):       Monster in a Box --[directed_by]--> Nick Broomfield --[(INV) directed_by]--> Fetishes --[written_by]--> Nick Broomfield
Neg LogProb(↓):   0.006387
Path Entropy(↓):  0.045506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie the best man
Start Entity:     The Best Man
Gold Answer:      [['franklin j. schaffner', 'henry fonda', 'gore vidal']]
Predicted Ans:    taye diggs
Predicted Path:   The Best Man --[has_tags]--> taye diggs --[(INV) has_tags]--> The Best Man --[has_tags]--> taye diggs
Path (Raw):       The Best Man --[has_tags]--> taye diggs --[(INV) has_tags]--> The Best Man --[has_tags]--> taye diggs
Neg LogProb(↓):   0.024241
Path Entropy(↓):  0.144876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film alabama moon
Start Entity:     Alabama Moon
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Alabama Moon --[starred_actors]--> Jimmy Bennett --[(INV) starred_actors]--> The Heart Is Deceitful Above All Things --[release_year]--> 2004
Path (Raw):       Alabama Moon --[starred_actors]--> Jimmy Bennett --[(INV) starred_actors]--> The Heart Is Deceitful Above All Things --[release_year]--> 2004
Neg LogProb(↓):   0.006364
Path Entropy(↓):  0.038423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by deepak tijori fall under
Start Entity:     Deepak Tijori
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Deepak Tijori --[(INV) starred_actors]--> Kabhi Haan Kabhi Naa --[has_genre]--> Comedy
Path (Raw):       Deepak Tijori --[No Operation]--> Deepak Tijori --[(INV) starred_actors]--> Kabhi Haan Kabhi Naa --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies together with donald p. borchers
Start Entity:     Donald P. Borchers
Gold Answer:      [['Fritz Kiersch']]
Predicted Ans:    Fritz Kiersch
Predicted Path:   Donald P. Borchers --[(INV) directed_by]--> Children of the Corn --[directed_by]--> Fritz Kiersch
Path (Raw):       Donald P. Borchers --[No Operation]--> Donald P. Borchers --[(INV) directed_by]--> Children of the Corn --[directed_by]--> Fritz Kiersch
Neg LogProb(↓):   0.004064
Path Entropy(↓):  0.027075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor michael douglas starred together with who
Start Entity:     Michael Douglas
Gold Answer:      [['Cameron Douglas', 'Peter Falk', 'Robin Tunney', 'Evan Rachel Wood', 'Viggo Mortensen', 'Annette Bening', 'John Carradine', 'Chris Sarandon', 'Elizabeth Ashley', 'Robert De Niro', 'Glenn Close', 'Anne Archer', 'Jane Fonda', 'Diane Keaton', 'Ken Takakura', 'Sean Bean', 'Charles Grodin', 'Jack Lemmon', 'Sean Penn', 'Kate Capshaw', 'Frances McDormand', 'Dana Andrews', 'Demi Moore', 'Martin Sheen', 'Jesse Metcalfe', 'Rip Torn', 'Joely Richardson', 'Arthur Franz', 'Kiefer Sutherland', 'Kathleen Turner', 'Eva Longoria', 'Johnny Whitaker', 'Susan Anspach', 'Liam Neeson', 'Gwyneth Paltrow', 'Val Kilmer', 'Robert Duvall', 'Danny DeVito', 'Susan Sarandon', 'Jennifer Garner', 'Scott Brady', 'Sharon Stone', 'Cristina Raines', 'Dalton Trumbo', 'Alan Arkin', 'Kirk Douglas', 'Melanie Griffith', 'Donald Sutherland', 'Hal Holbrook', 'Joan Allen', 'Joan Fontaine', 'Michael J. Fox', 'Kevin Kline', 'Matt Dillon', 'Mary Steenburgen', 'Sidney Blackmer', 'Amber Tamblyn', 'Matthew McConaughey', 'Morgan Freeman', 'Paul Reiser', 'Brittany Murphy', 'Geneviève Bujold', 'Kieran Culkin', 'Tobey Maguire', 'Sterling Jerins']]
Predicted Ans:    Michael Douglas
Predicted Path:   Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[starred_actors]--> Michael Douglas
Path (Raw):       Michael Douglas --[No Operation]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[starred_actors]--> Michael Douglas
Neg LogProb(↓):   0.141330
Path Entropy(↓):  0.541303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are movie co - writers of scott turow
Start Entity:     Scott Turow
Gold Answer:      [['Alan J. Pakula']]
Predicted Ans:    Alan J. Pakula
Predicted Path:   Scott Turow --[(INV) written_by]--> Presumed Innocent --[written_by]--> Alan J. Pakula
Path (Raw):       Scott Turow --[No Operation]--> Scott Turow --[(INV) written_by]--> Presumed Innocent --[written_by]--> Alan J. Pakula
Neg LogProb(↓):   0.020810
Path Entropy(↓):  0.100345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by steven moffat in
Start Entity:     Steven Moffat
Gold Answer:      [['Drama', 'Adventure', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   Steven Moffat --[(INV) written_by]--> The Adventures of Tintin --[has_genre]--> Adventure
Path (Raw):       Steven Moffat --[No Operation]--> Steven Moffat --[(INV) written_by]--> The Adventures of Tintin --[has_genre]--> Adventure
Neg LogProb(↓):   0.020139
Path Entropy(↓):  0.098397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of shallow grave
Start Entity:     Shallow Grave
Gold Answer:      [['Ewen Bremner', 'Cameron Diaz', 'Vincent Cassel', 'Ray Winstone', 'Steven Mackintosh', 'Holly Hunter', 'Rosario Dawson', 'Leonardo DiCaprio', 'Jonny Lee Miller', 'Virginie Ledoyen', 'Ewan McGregor', 'James McAvoy', 'Delroy Lindo', 'Hayley Atwell', 'Ben Drew', 'Kevin McKidd']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Shallow Grave --[written_by]--> John Hodge --[(INV) written_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Path (Raw):       Shallow Grave --[written_by]--> John Hodge --[(INV) written_by]--> Shallow Grave --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.048086
Path Entropy(↓):  0.237876
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by annemarie selinko were in which genres
Start Entity:     Annemarie Selinko
Gold Answer:      [['Biography']]
Predicted Ans:    Biography
Predicted Path:   Annemarie Selinko --[(INV) written_by]--> Désirée --[has_genre]--> Biography
Path (Raw):       Annemarie Selinko --[No Operation]--> Annemarie Selinko --[(INV) written_by]--> Désirée --[has_genre]--> Biography
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of holly goss
Start Entity:     Holly Goss
Gold Answer:      [['Matt Stokoe', 'Ryan Hawley', 'Luke Albright']]
Predicted Ans:    Holly Goss
Predicted Path:   Holly Goss --[(INV) starred_actors]--> Devil's Pass --[starred_actors]--> Holly Goss
Path (Raw):       Holly Goss --[No Operation]--> Holly Goss --[(INV) starred_actors]--> Devil's Pass --[starred_actors]--> Holly Goss
Neg LogProb(↓):   0.048363
Path Entropy(↓):  0.195426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films written by chris gerolmo
Start Entity:     Chris Gerolmo
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Chris Gerolmo --[(INV) written_by]--> Mississippi Burning --[release_year]--> 1988
Path (Raw):       Chris Gerolmo --[No Operation]--> Chris Gerolmo --[(INV) written_by]--> Mississippi Burning --[release_year]--> 1988
Neg LogProb(↓):   0.002486
Path Entropy(↓):  0.017375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film spare parts
Start Entity:     Spare Parts
Gold Answer:      [['high school']]
Predicted Ans:    high school
Predicted Path:   Spare Parts --[has_tags]--> high school --[(INV) has_tags]--> Charlie Bartlett --[has_tags]--> high school
Path (Raw):       Spare Parts --[has_tags]--> high school --[(INV) has_tags]--> Charlie Bartlett --[has_tags]--> high school
Neg LogProb(↓):   0.009973
Path Entropy(↓):  0.061589
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of remember me, my love
Start Entity:     Remember Me, My Love
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Remember Me, My Love --[written_by]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[has_genre]--> Comedy
Path (Raw):       Remember Me, My Love --[written_by]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   2.068792
Path Entropy(↓):  2.079555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by welcome to sarajevo screenwriters
Start Entity:     Welcome to Sarajevo
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Welcome to Sarajevo --[written_by]--> Frank Cottrell Boyce --[(INV) written_by]--> Pandaemonium --[in_language]--> English
Path (Raw):       Welcome to Sarajevo --[written_by]--> Frank Cottrell Boyce --[(INV) written_by]--> Pandaemonium --[in_language]--> English
Neg LogProb(↓):   0.003590
Path Entropy(↓):  0.024758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the panic in the streets director
Start Entity:     Panic in the Streets
Gold Answer:      [['Philip Dunne', 'Dudley Nichols', 'Laura Z. Hobson', 'Conrad Richter', 'Oscar Saul', 'John Steinbeck', 'Cid Ricketts Sumner', 'F. Scott Fitzgerald', 'Budd Schulberg', 'Paul Osborn', 'Tennessee Williams', 'Tess Slesinger', 'Betty Smith', 'William Bradford Huie', 'Borden Deal', 'William Inge', 'Harold Pinter', 'Elia Kazan', 'Malcolm Johnson']]
Predicted Ans:    Tennessee Williams
Predicted Path:   Panic in the Streets --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       Panic in the Streets --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   1.501432
Path Entropy(↓):  2.192980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in stealth
Start Entity:     Stealth
Gold Answer:      [['Michael Almereyda', 'Carol Sobieski', 'John Fusco', 'Michael Mann', 'Franco Zeffirelli', 'Stephen J. Cannell', 'Harold Gray', 'Matthew Michael Carnahan', 'Ronald Shusett', 'Jim Mickle', 'Jon Povill', 'Michael Goldbach', 'Harvey Weinstein', 'William D. Wittliff', 'Bonnie Sikowitz', 'Clare Naylor', 'Mimi Hare', 'Tony Richardson', 'Anthony Yerkovich', 'Jacques Tati', 'Takashi Bufford', 'Mark Bomback', 'Roberto Orci', 'Alex Kurtzman', 'James Vanderbilt', 'Quentin Tarantino', 'Roger Avary', 'Steven Millhauser', 'Brian Bloom', 'Frank Lupo', 'Neil Burger', 'Sheridan Jobbins', 'J. Stanford Parker', 'Bill Condon', 'F. Paul Benz', 'Steve Tomlin', 'Bret Easton Ellis', 'Susannah Grant', 'Steve Lopez', 'Will Gluck', 'Tom Eyen', 'Nick Damici', "Dan O'Bannon", 'Pascal Laugier', 'William Shakespeare', 'Kenneth Branagh', 'Miguel Barros', 'Sam Shepard', 'Mary Harron', 'Philip K. Dick', 'Rudy Wurlitzer', 'Max Frisch', 'Joe R. Lansdale', 'Anthony Swofford', 'Brad Anderson', 'Terrence Malick', 'Tom Wolfe', 'Boris Pasternak', 'Sylvain Chomet', 'Taylor Hackford', 'Thomas Meehan', 'Grigori Kozintsev', 'Stuart Beattie', 'Gary Goldman', 'Joe Carnahan', 'Michael France', 'Paul Gallico', 'James Schamus', 'Stephan Elliott', 'John Turman', 'Jorge Blanco', 'Joe Stillman', 'Stephen Gevedon', 'Ellyn Bache', 'Deena Goldstone', 'Kurt Wimmer', 'Lewis John Carlino']]
Predicted Ans:    Michael Almereyda
Predicted Path:   Stealth --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet --[written_by]--> Michael Almereyda
Path (Raw):       Stealth --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet --[written_by]--> Michael Almereyda
Neg LogProb(↓):   1.930920
Path Entropy(↓):  3.181271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the cabin in the woods
Start Entity:     The Cabin in the Woods
Gold Answer:      [['Thor', 'Snow White and the Huntsman', 'Rush', 'Lust for Love', 'Red Dawn', 'Blackhat', 'The Avengers']]
Predicted Ans:    Red Dawn
Predicted Path:   The Cabin in the Woods --[starred_actors]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn
Path (Raw):       The Cabin in the Woods --[starred_actors]--> Chris Hemsworth --[No Operation]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn
Neg LogProb(↓):   0.022587
Path Entropy(↓):  0.134331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by brooke adams were in which languages
Start Entity:     Brooke Adams
Gold Answer:      [['Spanish']]
Predicted Ans:    sam shepard
Predicted Path:   Brooke Adams --[(INV) starred_actors]--> Days of Heaven --[has_tags]--> sam shepard
Path (Raw):       Brooke Adams --[No Operation]--> Brooke Adams --[(INV) starred_actors]--> Days of Heaven --[has_tags]--> sam shepard
Neg LogProb(↓):   0.001481
Path Entropy(↓):  0.012344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movies acted by emile hirsch
Start Entity:     Emile Hirsch
Gold Answer:      [['Peter Berg', 'William Friedkin', 'Sean Penn', 'Luke Greenfield', 'Chris Gorak', 'Peter Care', 'Nick Cassavetes', 'David Gordon Green']]
Predicted Ans:    Peter Berg
Predicted Path:   Emile Hirsch --[(INV) starred_actors]--> Lone Survivor --[directed_by]--> Peter Berg
Path (Raw):       Emile Hirsch --[No Operation]--> Emile Hirsch --[(INV) starred_actors]--> Lone Survivor --[directed_by]--> Peter Berg
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by jocelyn moorhouse
Start Entity:     Jocelyn Moorhouse
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jocelyn Moorhouse --[(INV) written_by]--> Proof --[has_genre]--> Drama
Path (Raw):       Jocelyn Moorhouse --[No Operation]--> Jocelyn Moorhouse --[(INV) written_by]--> Proof --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing the tiger and the snow
Start Entity:     The Tiger and the Snow
Gold Answer:      [['roberto benigni', 'italian', 'tom waits']]
Predicted Ans:    roberto benigni
Predicted Path:   The Tiger and the Snow --[has_tags]--> roberto benigni --[(INV) has_tags]--> Johnny Stecchino --[has_tags]--> roberto benigni
Path (Raw):       The Tiger and the Snow --[has_tags]--> roberto benigni --[(INV) has_tags]--> Johnny Stecchino --[has_tags]--> roberto benigni
Neg LogProb(↓):   0.002063
Path Entropy(↓):  0.016327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie beyond a reasonable doubt about
Start Entity:     Beyond a Reasonable Doubt
Gold Answer:      [['fritz lang']]
Predicted Ans:    fritz lang
Predicted Path:   Beyond a Reasonable Doubt --[has_tags]--> fritz lang --[(INV) has_tags]--> Liliom --[has_tags]--> fritz lang
Path (Raw):       Beyond a Reasonable Doubt --[has_tags]--> fritz lang --[(INV) has_tags]--> Liliom --[has_tags]--> fritz lang
Neg LogProb(↓):   0.193536
Path Entropy(↓):  0.498844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote the worthless
Start Entity:     The Worthless
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Worthless --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       The Worthless --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.174923
Path Entropy(↓):  0.549996
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed sunshine cleaning
Start Entity:     Sunshine Cleaning
Gold Answer:      [['2001', '2003', '1932']]
Predicted Ans:    2008
Predicted Path:   Sunshine Cleaning --[directed_by]--> Christine Jeffs --[(INV) directed_by]--> Sunshine Cleaning --[release_year]--> 2008
Path (Raw):       Sunshine Cleaning --[directed_by]--> Christine Jeffs --[(INV) directed_by]--> Sunshine Cleaning --[release_year]--> 2008
Neg LogProb(↓):   0.850138
Path Entropy(↓):  1.070108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films starred by the pallbearer actors
Start Entity:     The Pallbearer
Gold Answer:      [['Romance', 'Music', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Pallbearer --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Path (Raw):       The Pallbearer --[starred_actors]--> Gwyneth Paltrow --[(INV) starred_actors]--> Possession --[has_genre]--> Drama
Neg LogProb(↓):   0.573496
Path Entropy(↓):  1.436885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of warm bodies is also the director of which movies
Start Entity:     Warm Bodies
Gold Answer:      [['50/50', 'The Wackness', 'All the Boys Love Mandy Lane']]
Predicted Ans:    The Wackness
Predicted Path:   Warm Bodies --[directed_by]--> Jonathan Levine --[(INV) directed_by]--> The Wackness
Path (Raw):       Warm Bodies --[directed_by]--> Jonathan Levine --[(INV) directed_by]--> The Wackness --[No Operation]--> The Wackness
Neg LogProb(↓):   0.101977
Path Entropy(↓):  0.391460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of iron man 3
Start Entity:     Iron Man 3
Gold Answer:      [['Renny Harlin', 'Fred Dekker', 'Shane Black']]
Predicted Ans:    Shane Black
Predicted Path:   Iron Man 3 --[written_by]--> Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[directed_by]--> Shane Black
Path (Raw):       Iron Man 3 --[written_by]--> Shane Black --[(INV) written_by]--> Kiss Kiss Bang Bang --[directed_by]--> Shane Black
Neg LogProb(↓):   0.083439
Path Entropy(↓):  0.338443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in king of comedy
Start Entity:     King of Comedy
Gold Answer:      [['Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   King of Comedy --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> From Beijing with Love --[starred_actors]--> Stephen Chow
Path (Raw):       King of Comedy --[starred_actors]--> Stephen Chow --[(INV) starred_actors]--> From Beijing with Love --[starred_actors]--> Stephen Chow
Neg LogProb(↓):   0.906957
Path Entropy(↓):  1.232521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film in your eyes
Start Entity:     In Your Eyes
Gold Answer:      [['paranormal']]
Predicted Ans:    paranormal
Predicted Path:   In Your Eyes --[has_tags]--> paranormal --[(INV) has_tags]--> In Your Eyes --[has_tags]--> paranormal
Path (Raw):       In Your Eyes --[has_tags]--> paranormal --[(INV) has_tags]--> In Your Eyes --[has_tags]--> paranormal
Neg LogProb(↓):   0.015606
Path Entropy(↓):  0.079926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the ringer fall under
Start Entity:     The Ringer
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Ringer --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Path (Raw):       The Ringer --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Neg LogProb(↓):   0.576053
Path Entropy(↓):  1.016067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film everybody's famous! was directed by who
Start Entity:     Everybody's Famous!
Gold Answer:      [['Dominique Deruddere']]
Predicted Ans:    Dominique Deruddere
Predicted Path:   Everybody's Famous! --[directed_by]--> Dominique Deruddere --[(INV) directed_by]--> Everybody's Famous! --[directed_by]--> Dominique Deruddere
Path (Raw):       Everybody's Famous! --[directed_by]--> Dominique Deruddere --[(INV) directed_by]--> Everybody's Famous! --[directed_by]--> Dominique Deruddere
Neg LogProb(↓):   0.189659
Path Entropy(↓):  0.460233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie random hearts
Start Entity:     Random Hearts
Gold Answer:      [['1954', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1998', '2009', '2010', '1982', '1947', '2014', '1994', '1995', '2001', '1990', '1989', '1981', '2012', '2011', '2013', '1988', '1978', '1997', '2005', '1991', '1986', '1928']]
Predicted Ans:    2005
Predicted Path:   Random Hearts --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Man to Man --[release_year]--> 2005
Path (Raw):       Random Hearts --[starred_actors]--> Kristin Scott Thomas --[(INV) starred_actors]--> Man to Man --[release_year]--> 2005
Neg LogProb(↓):   0.547117
Path Entropy(↓):  1.559706
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by ruby dee were directed by who
Start Entity:     Ruby Dee
Gold Answer:      [['Robert Wise', 'Philip Leacock', 'Kenny Leon', 'Kyle Schickner', 'Spike Lee']]
Predicted Ans:    Kenny Leon
Predicted Path:   Ruby Dee --[(INV) starred_actors]--> A Raisin in the Sun --[directed_by]--> Kenny Leon
Path (Raw):       Ruby Dee --[No Operation]--> Ruby Dee --[(INV) starred_actors]--> A Raisin in the Sun --[directed_by]--> Kenny Leon
Neg LogProb(↓):   0.229677
Path Entropy(↓):  0.550284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jonathan haze starred movies
Start Entity:     Jonathan Haze
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Jonathan Haze --[(INV) starred_actors]--> The Little Shop of Horrors --[release_year]--> 1960
Path (Raw):       Jonathan Haze --[No Operation]--> Jonathan Haze --[(INV) starred_actors]--> The Little Shop of Horrors --[release_year]--> 1960
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of tom neal starred movies
Start Entity:     Tom Neal
Gold Answer:      [['Martin Goldsmith', 'Severin Eskeland']]
Predicted Ans:    Martin Goldsmith
Predicted Path:   Tom Neal --[(INV) starred_actors]--> Detour --[written_by]--> Martin Goldsmith
Path (Raw):       Tom Neal --[No Operation]--> Tom Neal --[(INV) starred_actors]--> Detour --[written_by]--> Martin Goldsmith
Neg LogProb(↓):   0.000830
Path Entropy(↓):  0.006713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the birdcage writers
Start Entity:     The Birdcage
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   The Birdcage --[written_by]--> Jean Poiret --[(INV) written_by]--> La Cage aux Folles --[in_language]--> French
Path (Raw):       The Birdcage --[written_by]--> Jean Poiret --[(INV) written_by]--> La Cage aux Folles --[in_language]--> French
Neg LogProb(↓):   0.783868
Path Entropy(↓):  1.078446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in palo alto
Start Entity:     Palo Alto
Gold Answer:      [['2009', '2008', '2006', '2011', '2013', '2007']]
Predicted Ans:    2009
Predicted Path:   Palo Alto --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[release_year]--> 2009
Path (Raw):       Palo Alto --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[release_year]--> 2009
Neg LogProb(↓):   0.134331
Path Entropy(↓):  0.530381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the clowns
Start Entity:     The Clowns
Gold Answer:      [['Mario Pisu', 'Aldo Fabrizi', 'Gianfranco Bellini', 'Jane Fonda', 'Richard Basehart', 'Anthony Quinn', 'Franco Fabrizi', 'Franco Interlenghi', 'Valentina Cortese', 'Marcello Mastroianni', 'Broderick Crawford', 'Alain Delon', 'Terence Stamp', 'John McMartin', 'Shirley MacLaine', 'Ricardo Montalban', 'Brigitte Bardot', 'Giulietta Masina', 'Alberto Sordi', 'Leopoldo Trieste', 'Sandra Milo', 'Brunella Bovo', 'Peppino De Filippo', 'Carla Del Poggio']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   The Clowns --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Path (Raw):       The Clowns --[written_by]--> Federico Fellini --[(INV) written_by]--> City of Women --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.952852
Path Entropy(↓):  1.498966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of the naked face
Start Entity:     The Naked Face
Gold Answer:      [['The Man Who Haunted Himself', 'A View to a Kill', 'The Unholy Wife', 'Poolhall Junkies', 'The Man with the Golden Gun', 'The Long Goodbye', 'Jubal', 'The Spy Who Loved Me', 'Back from Eternity', 'Seven Thieves', 'Waterloo', 'The Telephone', 'Gold', 'Harry and Walter Go to New York', 'MASH', 'Capricorn One', "The Last Flight of Noah's Ark", 'The Devil and Max Devlin', 'The Lady Vanishes', 'Run of the Arrow', 'Live and Let Die', 'The Court-Martial of Billy Mitchell', 'The Illustrated Man', 'Interrupted Melody', 'The Quest', 'In the Heat of the Night', 'Busting', 'W.C. Fields and Me', 'Moonraker', 'No Way to Treat a Lady', 'Falling in Love Again', 'Saving Sarah Cain', 'The Cannonball Run', 'On the Waterfront', 'Escape to Athena', 'For Your Eyes Only', 'Octopussy', 'The Wild Geese', 'Al Capone', 'The Sea Wolves', 'California Split', 'Across the Bridge', 'Little Murders', 'The Chosen', 'The Pawnbroker', 'The Silent Partner', 'The Sergeant', "The Man Who Wouldn't Die"]]
Predicted Ans:    The Naked Face
Predicted Path:   The Naked Face --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Naked Face
Path (Raw):       The Naked Face --[starred_actors]--> Elliott Gould --[No Operation]--> Elliott Gould --[(INV) starred_actors]--> The Naked Face
Neg LogProb(↓):   1.309361
Path Entropy(↓):  1.970464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in falling down
Start Entity:     Falling Down
Gold Answer:      [['English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Falling Down --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[in_language]--> English
Path (Raw):       Falling Down --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[in_language]--> English
Neg LogProb(↓):   0.003618
Path Entropy(↓):  0.024414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of captain america
Start Entity:     Captain America
Gold Answer:      [['Horror', 'Fantasy', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Captain America --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Arcade --[has_genre]--> Horror
Path (Raw):       Captain America --[directed_by]--> Albert Pyun --[(INV) directed_by]--> Arcade --[has_genre]--> Horror
Neg LogProb(↓):   0.076659
Path Entropy(↓):  0.351617
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Judi dench appears in which movies
Start Entity:     Judi Dench
Gold Answer:      [['The Best Exotic Marigold Hotel', 'Iris', 'Mrs Henderson Presents', 'Notes on a Scandal', 'The Shipping News', 'Philomena', 'Skyfall']]
Predicted Ans:    Mrs Henderson Presents
Predicted Path:   Judi Dench --[(INV) starred_actors]--> Mrs Henderson Presents --[starred_actors]--> Judi Dench --[(INV) starred_actors]--> Mrs Henderson Presents
Path (Raw):       Judi Dench --[(INV) starred_actors]--> Mrs Henderson Presents --[starred_actors]--> Judi Dench --[(INV) starred_actors]--> Mrs Henderson Presents
Neg LogProb(↓):   0.248677
Path Entropy(↓):  0.742715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Hit and run is a film written by this person
Start Entity:     Hit and Run
Gold Answer:      [['Dax Shepard']]
Predicted Ans:    Dax Shepard
Predicted Path:   Hit and Run --[written_by]--> Dax Shepard --[(INV) written_by]--> Hit and Run --[written_by]--> Dax Shepard
Path (Raw):       Hit and Run --[written_by]--> Dax Shepard --[(INV) written_by]--> Hit and Run --[written_by]--> Dax Shepard
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie charlie chan at the opera
Start Entity:     Charlie Chan at the Opera
Gold Answer:      [['Terry O. Morse', 'Robert Wise', 'Hamilton MacFadden', 'Edward Dmytryk', 'Cecil B. DeMille', 'Lew Landers', 'Charles Lamont', 'Charles Brabin', 'Eugene Forde', 'Ulli Lommel', 'Karl Freund', 'Nick Grinde', 'Erle C. Kenton', 'John Ford', 'Mark Robson', 'J. Searle Dawley', 'Terence Fisher', 'Michael Curtiz', 'Stephen Sommers', 'Jacques Tourneur', 'Douglas Sirk', 'Preston A. Whitmore II', 'Jesper Ganslandt', 'Mario Bava', 'William Nigh', 'Roger Corman', 'James Whale', 'Joseph Pevney', 'Robert Day', 'Josef von Sternberg', 'Rowland V. Lee', 'Edgar G. Ulmer', 'James McTeigue', 'Roy William Neill']]
Predicted Ans:    Roger Corman
Predicted Path:   Charlie Chan at the Opera --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Charlie Chan at the Opera --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.713017
Path Entropy(↓):  2.243275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jerry orbach were released in which years
Start Entity:     Jerry Orbach
Gold Answer:      [['2000', '1946', '2009', '1991', '2014', '1981', '1987']]
Predicted Ans:    2014
Predicted Path:   Jerry Orbach --[(INV) starred_actors]--> Beauty and the Beast --[release_year]--> 2014
Path (Raw):       Jerry Orbach --[No Operation]--> Jerry Orbach --[(INV) starred_actors]--> Beauty and the Beast --[release_year]--> 2014
Neg LogProb(↓):   0.669350
Path Entropy(↓):  1.261187
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by harry treadaway
Start Entity:     Harry Treadaway
Gold Answer:      [['Caroline Thompson', 'Johnny Kevorkian', 'Leigh Janiak', 'Jeanne Duprau']]
Predicted Ans:    Leigh Janiak
Predicted Path:   Harry Treadaway --[(INV) starred_actors]--> Honeymoon --[written_by]--> Leigh Janiak
Path (Raw):       Harry Treadaway --[No Operation]--> Harry Treadaway --[(INV) starred_actors]--> Honeymoon --[written_by]--> Leigh Janiak
Neg LogProb(↓):   0.011010
Path Entropy(↓):  0.068073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of robin harris starred movies
Start Entity:     Robin Harris
Gold Answer:      [['Reginald Hudlin', 'Bruce W. Smith']]
Predicted Ans:    Bruce W. Smith
Predicted Path:   Robin Harris --[(INV) starred_actors]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Path (Raw):       Robin Harris --[No Operation]--> Robin Harris --[(INV) starred_actors]--> Bébé's Kids --[directed_by]--> Bruce W. Smith
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie drop zone
Start Entity:     Drop Zone
Gold Answer:      [['Walter Hill', 'Philip Kaufman', 'Robert Clouse', 'James B. Harris', 'Priscilla Chapman', 'John Hartwell', 'Ron Shelton', 'Andrew Goth', 'Michael Crichton', 'Spike Lee', 'Mark Bomback', 'John Milius', 'David S. Goyer', 'Tony Giglio', 'Robert Gittler', 'John Goldrosen', 'Mario Van Peebles', 'Peter Abrahams', 'Roy Huggins', 'Takeshi Kitano', 'David DeFalco', 'Dennis Aaberg', 'Coline Serreau', 'Michael Backes', 'Stephen King', 'Robbie Robertson', 'Bob Randall', 'Mike Figgis', 'John Pogue']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Drop Zone --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> Takeshi Kitano
Path (Raw):       Drop Zone --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Boiling Point --[written_by]--> Takeshi Kitano
Neg LogProb(↓):   0.554473
Path Entropy(↓):  1.443715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by charles drake
Start Entity:     Charles Drake
Gold Answer:      [['Jack Arnold', 'Lee Sholem']]
Predicted Ans:    Jack Arnold
Predicted Path:   Charles Drake --[(INV) starred_actors]--> It Came from Outer Space --[directed_by]--> Jack Arnold
Path (Raw):       Charles Drake --[No Operation]--> Charles Drake --[(INV) starred_actors]--> It Came from Outer Space --[directed_by]--> Jack Arnold
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by craig bolotin were in which genres
Start Entity:     Craig Bolotin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Craig Bolotin --[(INV) written_by]--> Light It Up --[has_genre]--> Drama
Path (Raw):       Craig Bolotin --[No Operation]--> Craig Bolotin --[(INV) written_by]--> Light It Up --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by cyra mcfadden fall under
Start Entity:     Cyra McFadden
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cyra McFadden --[(INV) written_by]--> Serial --[has_genre]--> Comedy
Path (Raw):       Cyra McFadden --[No Operation]--> Cyra McFadden --[(INV) written_by]--> Serial --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by barre lyndon
Start Entity:     Barré Lyndon
Gold Answer:      [['Alfred Molina', 'Claire Trevor', 'Edward G. Robinson', 'Humphrey Bogart', 'George Sanders', 'Merle Oberon', 'Gene Barry', 'Ann Robinson', 'Hope Davis', 'Laird Cregar', 'Anton Diffring', 'Christopher Lee', 'Cedric Hardwicke']]
Predicted Ans:    Laird Cregar
Predicted Path:   Barré Lyndon --[(INV) written_by]--> Hangover Square --[starred_actors]--> Laird Cregar
Path (Raw):       Barré Lyndon --[No Operation]--> Barré Lyndon --[(INV) written_by]--> Hangover Square --[starred_actors]--> Laird Cregar
Neg LogProb(↓):   0.028301
Path Entropy(↓):  0.135651
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by gregory hines
Start Entity:     Gregory Hines
Gold Answer:      [['1983', '1988', '1980', '1989', '1991', '2006', '1985', '1994', '1981', '1986', '1984']]
Predicted Ans:    1984
Predicted Path:   Gregory Hines --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Path (Raw):       Gregory Hines --[No Operation]--> Gregory Hines --[(INV) starred_actors]--> The Cotton Club --[release_year]--> 1984
Neg LogProb(↓):   0.235876
Path Entropy(↓):  0.903084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of all things fair
Start Entity:     All Things Fair
Gold Answer:      [['Bo Widerberg']]
Predicted Ans:    Bo Widerberg
Predicted Path:   All Things Fair --[directed_by]--> Bo Widerberg --[(INV) directed_by]--> All Things Fair --[directed_by]--> Bo Widerberg
Path (Raw):       All Things Fair --[directed_by]--> Bo Widerberg --[(INV) directed_by]--> All Things Fair --[directed_by]--> Bo Widerberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by barry shay were written by who
Start Entity:     Barry Shay
Gold Answer:      [['Justin Lo']]
Predicted Ans:    Justin Lo
Predicted Path:   Barry Shay --[(INV) starred_actors]--> The Conrad Boys --[written_by]--> Justin Lo
Path (Raw):       Barry Shay --[No Operation]--> Barry Shay --[(INV) starred_actors]--> The Conrad Boys --[written_by]--> Justin Lo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for the traveler
Start Entity:     The Traveler
Gold Answer:      [['Abbas Kiarostami']]
Predicted Ans:    Joseph C. Muscat
Predicted Path:   The Traveler --[written_by]--> Joseph C. Muscat --[(INV) written_by]--> The Traveler --[written_by]--> Joseph C. Muscat
Path (Raw):       The Traveler --[written_by]--> Joseph C. Muscat --[(INV) written_by]--> The Traveler --[written_by]--> Joseph C. Muscat
Neg LogProb(↓):   0.187269
Path Entropy(↓):  0.531194
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by eric hurt in
Start Entity:     Eric Hurt
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Eric Hurt --[(INV) directed_by]--> House Hunting --[has_genre]--> Thriller
Path (Raw):       Eric Hurt --[No Operation]--> Eric Hurt --[(INV) directed_by]--> House Hunting --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in most wanted
Start Entity:     Most Wanted
Gold Answer:      [['Keenen Ivory Wayans']]
Predicted Ans:    Keenen Ivory Wayans
Predicted Path:   Most Wanted --[starred_actors]--> Keenen Ivory Wayans --[(INV) starred_actors]--> Most Wanted --[starred_actors]--> Keenen Ivory Wayans
Path (Raw):       Most Wanted --[starred_actors]--> Keenen Ivory Wayans --[(INV) starred_actors]--> Most Wanted --[starred_actors]--> Keenen Ivory Wayans
Neg LogProb(↓):   0.213184
Path Entropy(↓):  0.503153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of king of new york is also the director of which movies
Start Entity:     King of New York
Gold Answer:      [['The Addiction', 'Bad Lieutenant', 'New Rose Hotel', 'Go Go Tales', 'Dangerous Game', 'Mary', 'The Funeral', "'R Xmas", 'Chelsea on the Rocks', 'Fear City', 'Body Snatchers', 'The Driller Killer', 'The Blackout', 'Welcome to New York', 'Cat Chaser']]
Predicted Ans:    Body Snatchers
Predicted Path:   King of New York --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Body Snatchers
Path (Raw):       King of New York --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Body Snatchers --[No Operation]--> Body Snatchers
Neg LogProb(↓):   1.513018
Path Entropy(↓):  2.208101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by michel leclerc
Start Entity:     Michel Leclerc
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Michel Leclerc --[(INV) directed_by]--> The Names of Love --[release_year]--> 2010
Path (Raw):       Michel Leclerc --[No Operation]--> Michel Leclerc --[(INV) directed_by]--> The Names of Love --[release_year]--> 2010
Neg LogProb(↓):   0.001380
Path Entropy(↓):  0.010491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did walter reisch write
Start Entity:     Walter Reisch
Gold Answer:      [['The Mating Season', 'Ninotchka', 'That Uncertain Feeling', 'The Heavenly Body', 'The Girl in the Red Velvet Swing']]
Predicted Ans:    The Mating Season
Predicted Path:   Walter Reisch --[(INV) written_by]--> The Mating Season --[written_by]--> Caesar Dunn --[(INV) written_by]--> The Mating Season
Path (Raw):       Walter Reisch --[(INV) written_by]--> The Mating Season --[written_by]--> Caesar Dunn --[(INV) written_by]--> The Mating Season
Neg LogProb(↓):   0.090241
Path Entropy(↓):  0.381264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in looking forward
Start Entity:     Looking Forward
Gold Answer:      [['Bess Meredyth', 'John Huston', 'Michael Arlen', 'David O. Selznick', 'Abraham Merritt', 'Aurania Rouverol', 'Waldemar Young', 'Vincent Lawrence', 'Austin Strong', 'Vicente Blasco Ibáñez', 'Wells Root', 'Frank Wead', 'Dorothy Farnum', 'William Ludwig', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'William M. Conselman', 'Paul Osborn', 'Lawrence Edward Watkin', 'Crosbie Garstin', 'Ainsworth Morgan', 'Vivien R. Bretherton', 'Maxwell Anderson', 'Sonya Levien', 'James Young', 'Emile Erckmann', 'Alexandre Chatrian', 'John Meehan', 'Tod Browning', 'Marcia Davenport', 'Moss Hart', 'Anita Loos', 'Alvin Meyers', 'Milton Gunzburg', 'George S. Kaufman', 'Jules Furthman', 'Richard Brooks', 'James Hilton', 'James Kevin McGuinness', 'Frances Marion', "Eugene O'Neill"]]
Predicted Ans:    Richard Brooks
Predicted Path:   Looking Forward --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> Key Largo --[written_by]--> Richard Brooks
Path (Raw):       Looking Forward --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> Key Largo --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.301994
Path Entropy(↓):  1.021179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was rififi released
Start Entity:     Rififi
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Rififi --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       Rififi --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   2.391079
Path Entropy(↓):  3.592162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by george kelly
Start Entity:     George Kelly
Gold Answer:      [['1950', '1936']]
Predicted Ans:    1950
Predicted Path:   George Kelly --[(INV) written_by]--> Harriet Craig --[release_year]--> 1950
Path (Raw):       George Kelly --[No Operation]--> George Kelly --[(INV) written_by]--> Harriet Craig --[release_year]--> 1950
Neg LogProb(↓):   0.002352
Path Entropy(↓):  0.016570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by steve bendelack
Start Entity:     Steve Bendelack
Gold Answer:      [['Rowan Atkinson', 'Harry Hill']]
Predicted Ans:    Harry Hill
Predicted Path:   Steve Bendelack --[(INV) directed_by]--> The Harry Hill Movie --[starred_actors]--> Harry Hill
Path (Raw):       Steve Bendelack --[No Operation]--> Steve Bendelack --[(INV) directed_by]--> The Harry Hill Movie --[starred_actors]--> Harry Hill
Neg LogProb(↓):   0.551348
Path Entropy(↓):  0.681497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film memories of me
Start Entity:     Memories of Me
Gold Answer:      [['Wayne Kramer', 'John Sayles', 'Joan Rivers', 'Dan Scanlon', 'Andrew Stanton', 'Daniel Gerson', 'Ralph Eggleston', 'Jill Culton', 'Jeff Pidgeon', 'Blake Edwards', 'Peter Tolan', 'Eugene Corr', 'Edward Hume', 'Gary DeVore', 'Jimmy Huston', 'Kenneth Lonergan', 'Harold Ramis', 'Billy Crystal', 'Pete Docter', 'Paul Glickler', 'Stephen King', 'Nora Ephron', 'John Hughes', 'Lowell Ganz', 'Babaloo Mandel']]
Predicted Ans:    Harold Ramis
Predicted Path:   Memories of Me --[starred_actors]--> Billy Crystal --[(INV) starred_actors]--> Analyze That --[written_by]--> Harold Ramis
Path (Raw):       Memories of Me --[starred_actors]--> Billy Crystal --[(INV) starred_actors]--> Analyze That --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.082464
Path Entropy(↓):  0.390068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the heiress
Start Entity:     The Heiress
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Western
Predicted Path:   The Heiress --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Dodge City --[has_genre]--> Western
Path (Raw):       The Heiress --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Dodge City --[has_genre]--> Western
Neg LogProb(↓):   1.259282
Path Entropy(↓):  2.272192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film murk
Start Entity:     Murk
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Murk --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Murk --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.397261
Path Entropy(↓):  2.838161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the principal
Start Entity:     The Principal
Gold Answer:      [['1988', '1997', '1990', '1992', '1989', '1996', '1985', '1999', '1987', '1986']]
Predicted Ans:    1985
Predicted Path:   The Principal --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Path (Raw):       The Principal --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat --[release_year]--> 1985
Neg LogProb(↓):   1.011632
Path Entropy(↓):  1.822968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by lucy hale
Start Entity:     Lucy Hale
Gold Answer:      [['Michael Storey', 'James Hayman']]
Predicted Ans:    James Hayman
Predicted Path:   Lucy Hale --[(INV) starred_actors]--> Sorority Wars --[directed_by]--> James Hayman
Path (Raw):       Lucy Hale --[No Operation]--> Lucy Hale --[(INV) starred_actors]--> Sorority Wars --[directed_by]--> James Hayman
Neg LogProb(↓):   0.000278
Path Entropy(↓):  0.002723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did gustavo loza direct
Start Entity:     Gustavo Loza
Gold Answer:      [['La otra familia', 'Al otro lado']]
Predicted Ans:    La otra familia
Predicted Path:   Gustavo Loza --[(INV) directed_by]--> Al otro lado --[directed_by]--> Gustavo Loza --[(INV) directed_by]--> La otra familia
Path (Raw):       Gustavo Loza --[(INV) directed_by]--> Al otro lado --[directed_by]--> Gustavo Loza --[(INV) directed_by]--> La otra familia
Neg LogProb(↓):   0.763625
Path Entropy(↓):  1.117094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed sweet home alabama
Start Entity:     Sweet Home Alabama
Gold Answer:      [['Anna Leonowens', 'Kevin Bisch', 'Andy Tennant']]
Predicted Ans:    Anna Leonowens
Predicted Path:   Sweet Home Alabama --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Anna and the King --[written_by]--> Anna Leonowens
Path (Raw):       Sweet Home Alabama --[directed_by]--> Andy Tennant --[(INV) directed_by]--> Anna and the King --[written_by]--> Anna Leonowens
Neg LogProb(↓):   0.019251
Path Entropy(↓):  0.113595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie baby take a bow
Start Entity:     Baby Take a Bow
Gold Answer:      [['William Dieterle', 'George Cukor', 'William A. Seiter', 'Maurice Tourneur', 'Irving Cummings', 'Frank Borzage', 'Walter Lang', 'Henry Hathaway', 'John Ford', 'Leigh Janiak', 'Allan Dwan', 'Walter Bernstein', 'Richard Wallace', 'Alexander Hall', 'William Keighley', 'Peter Godfrey', 'John S. Robertson', 'Irving Reis', 'David Butler', 'Elia Kazan']]
Predicted Ans:    Irving Reis
Predicted Path:   Baby Take a Bow --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> The Bachelor and the Bobby-Soxer --[directed_by]--> Irving Reis
Path (Raw):       Baby Take a Bow --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> The Bachelor and the Bobby-Soxer --[directed_by]--> Irving Reis
Neg LogProb(↓):   1.369055
Path Entropy(↓):  2.031556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in takeshis '
Start Entity:     Takeshis'
Gold Answer:      [['Korean', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Takeshis' --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage --[in_language]--> Japanese
Path (Raw):       Takeshis' --[starred_actors]--> Takeshi Kitano --[(INV) starred_actors]--> Outrage --[in_language]--> Japanese
Neg LogProb(↓):   0.208330
Path Entropy(↓):  0.506898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by nick thiel were directed by who
Start Entity:     Nick Thiel
Gold Answer:      [['Dave Thomas', 'David Green']]
Predicted Ans:    Dave Thomas
Predicted Path:   Nick Thiel --[(INV) written_by]--> The Experts --[directed_by]--> Dave Thomas
Path (Raw):       Nick Thiel --[No Operation]--> Nick Thiel --[(INV) written_by]--> The Experts --[directed_by]--> Dave Thomas
Neg LogProb(↓):   0.019537
Path Entropy(↓):  0.095488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the sheltering sky
Start Entity:     The Sheltering Sky
Gold Answer:      [['Bernardo Bertolucci', 'Paul Bowles']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   The Sheltering Sky --[written_by]--> Paul Bowles --[(INV) written_by]--> The Sheltering Sky --[written_by]--> Bernardo Bertolucci
Path (Raw):       The Sheltering Sky --[written_by]--> Paul Bowles --[(INV) written_by]--> The Sheltering Sky --[written_by]--> Bernardo Bertolucci
Neg LogProb(↓):   0.540811
Path Entropy(↓):  0.686844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by depp
Start Entity:     depp
Gold Answer:      [['Edward Scissorhands', 'Finding Neverland']]
Predicted Ans:    Parenthood
Predicted Path:   depp --[(INV) has_tags]--> Edward Scissorhands --[has_tags]--> dianne wiest --[(INV) has_tags]--> Parenthood
Path (Raw):       depp --[(INV) has_tags]--> Edward Scissorhands --[has_tags]--> dianne wiest --[(INV) has_tags]--> Parenthood
Neg LogProb(↓):   0.013222
Path Entropy(↓):  0.081609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie scorpio
Start Entity:     Scorpio
Gold Answer:      [["Frank O'Rourke", 'Michael Almereyda', 'Franco Zeffirelli', 'René Clément', 'Roger Vadim', 'Rod Serling', 'Sinclair Lewis', 'Giuseppe Tomasi di Lampedusa', 'Luke Short', 'Ron Hutchinson', 'Guy Trosper', 'Jacques Deray', 'Alan Le May', 'Walter Wager', 'Borden Chase', 'Richard Stanley', 'Tony Richardson', 'Elmore Leonard', 'James Jones', 'Robert Bolt', 'John Guare', 'Clifford Odets', 'Bill Forsyth', 'John Cheever', 'Tennessee Williams', 'Hal Kanter', 'Don Tracy', 'Daniel Fuchs', 'Felix Holt', 'Max Catto', 'George Seaton', 'Richard Brooks', 'Abby Mann', 'Willis Goldbeck', 'St. Clair McKelway', 'Arthur Hailey', 'N. Richard Nash', 'Patricia Highsmith', 'Aleksandr Gordon', 'Ernest Hemingway', 'William Shakespeare', 'Alan Sharp', 'Ketti Frings', 'William Eastlake', 'Kenneth Branagh', 'Leon Uris', 'Andrei Tarkovsky', 'Arthur Miller', 'Luchino Visconti', 'Thomas E. Gaddis', 'Francis Ford Coppola', 'John Grisham', 'Edgar Allan Poe', 'Louis Malle', 'Federico Fellini', 'Michelangelo Antonioni', "Liam O'Brien", 'Evan Hunter', 'Waldo Salt', 'Boris Pasternak', 'Edward Anhalt', 'Ernest Lehman', 'Lucille Fletcher', 'Grigori Kozintsev', 'Charles W. Bailey II', 'Fletcher Knebel', 'H.G. Wells', 'Anthony Veiller', 'James Drought', 'William Inge', 'Frank Davis', 'Eleanor Perry', 'Rose Valland', 'Franklin Coen', 'Daniel Ford', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    Willis Goldbeck
Predicted Path:   Scorpio --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Ten Tall Men --[written_by]--> Willis Goldbeck
Path (Raw):       Scorpio --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Ten Tall Men --[written_by]--> Willis Goldbeck
Neg LogProb(↓):   0.786074
Path Entropy(↓):  2.130808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is chori chori chupke chupke in
Start Entity:     Chori Chori Chupke Chupke
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Chori Chori Chupke Chupke --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Path (Raw):       Chori Chori Chupke Chupke --[in_language]--> Hindi --[(INV) in_language]--> Desi Boyz --[in_language]--> Hindi
Neg LogProb(↓):   1.174245
Path Entropy(↓):  1.681840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by john p. marquand
Start Entity:     John P. Marquand
Gold Answer:      [['Barbara Stanwyck', 'Ronald Colman', 'Van Heflin', 'Virginia Field', 'Thomas Beck', 'Peter Lorre']]
Predicted Ans:    Peter Lorre
Predicted Path:   John P. Marquand --[(INV) written_by]--> Mysterious Mr. Moto --[starred_actors]--> Peter Lorre
Path (Raw):       John P. Marquand --[No Operation]--> John P. Marquand --[(INV) written_by]--> Mysterious Mr. Moto --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.000361
Path Entropy(↓):  0.003234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of fate
Start Entity:     Fate
Gold Answer:      [['Zeki Demirkubuz', 'Orson Welles', 'Barry Levinson', 'Luchino Visconti']]
Predicted Ans:    Barry Levinson
Predicted Path:   Fate --[written_by]--> Zeki Demirkubuz --[(INV) written_by]--> Envy --[directed_by]--> Barry Levinson
Path (Raw):       Fate --[written_by]--> Zeki Demirkubuz --[(INV) written_by]--> Envy --[directed_by]--> Barry Levinson
Neg LogProb(↓):   0.023282
Path Entropy(↓):  0.110697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the 10th victim are written by who
Start Entity:     The 10th Victim
Gold Answer:      [['Manoel de Oliveira', 'Pietro Germi', 'Paul Haggis', 'George Tabori', 'H. Rider Haggard', 'Alfredo Giannetti', 'David Pursall', 'Roman Polanski', "Maryam d'Abo", 'Robert Aldrich', 'Terence Rattigan', 'John Boorman', 'Ben Barzman', 'Ettore Scola', 'Basilio Franchina', 'Mario Monicelli', 'Victor Trivas', 'Jack Seddon', 'Luchino Visconti', 'Ian Fleming', 'Franz Kafka', 'Neal Purvis', 'Robert Wade', 'Teddi Sherman', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Michelangelo Antonioni', 'Ennio De Concini', 'Brunello Rondi', 'Marco Ferreri', 'Orson Welles', 'Albert Camus', 'Gerald Hanley']]
Predicted Ans:    Michelangelo Antonioni
Predicted Path:   The 10th Victim --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[written_by]--> Michelangelo Antonioni
Path (Raw):       The 10th Victim --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[written_by]--> Michelangelo Antonioni
Neg LogProb(↓):   0.565350
Path Entropy(↓):  1.332347
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of alejandro gonzalez inarritu directed movies
Start Entity:     Alejandro González Iñárritu
Gold Answer:      [['2006', '2003', '2010']]
Predicted Ans:    2010
Predicted Path:   Alejandro González Iñárritu --[(INV) directed_by]--> Biutiful --[release_year]--> 2010
Path (Raw):       Alejandro González Iñárritu --[No Operation]--> Alejandro González Iñárritu --[(INV) directed_by]--> Biutiful --[release_year]--> 2010
Neg LogProb(↓):   0.788040
Path Entropy(↓):  1.000449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote the fisher king
Start Entity:     The Fisher King
Gold Answer:      [['Diane Keaton', 'Steven Soderbergh', 'Clint Eastwood', 'Bill Eagles', 'Barbra Streisand', 'Richard LaGravenese', 'Francis Lawrence']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   The Fisher King --[written_by]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Path (Raw):       The Fisher King --[written_by]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Neg LogProb(↓):   0.021839
Path Entropy(↓):  0.134838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed the game plan
Start Entity:     The Game Plan
Gold Answer:      [['Andy Fickman']]
Predicted Ans:    Andy Fickman
Predicted Path:   The Game Plan --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[directed_by]--> Andy Fickman
Path (Raw):       The Game Plan --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[directed_by]--> Andy Fickman
Neg LogProb(↓):   0.449732
Path Entropy(↓):  0.885263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of wings of hope
Start Entity:     Wings of Hope
Gold Answer:      [['Woyzeck', 'The Great Ecstasy of Woodcarver Steiner', 'Stroszek', 'Fitzcarraldo', 'Aguirre, the Wrath of God', 'Land of Silence and Darkness', 'Grizzly Man', 'Signs of Life', 'Ballad of the Little Soldier', 'Lessons of Darkness', 'Cobra Verde', 'Rescue Dawn', 'Little Dieter Needs to Fly', 'Nosferatu the Vampyre', 'Portrait Werner Herzog', 'Heart of Glass', 'Wheel of Time', 'The Wild Blue Yonder', 'The Enigma of Kaspar Hauser', 'Even Dwarfs Started Small', 'Werner Herzog Eats His Shoe', 'Invincible', 'Cave of Forgotten Dreams', 'Fata Morgana', 'The White Diamond', 'Encounters at the End of the World']]
Predicted Ans:    Nosferatu the Vampyre
Predicted Path:   Wings of Hope --[written_by]--> Werner Herzog --[(INV) written_by]--> Nosferatu the Vampyre
Path (Raw):       Wings of Hope --[No Operation]--> Wings of Hope --[written_by]--> Werner Herzog --[(INV) written_by]--> Nosferatu the Vampyre
Neg LogProb(↓):   0.492036
Path Entropy(↓):  1.547973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of caught inside
Start Entity:     Caught Inside
Gold Answer:      [['Adam Blaiklock']]
Predicted Ans:    Adam Blaiklock
Predicted Path:   Caught Inside --[directed_by]--> Adam Blaiklock --[(INV) directed_by]--> Caught Inside --[directed_by]--> Adam Blaiklock
Path (Raw):       Caught Inside --[directed_by]--> Adam Blaiklock --[(INV) directed_by]--> Caught Inside --[directed_by]--> Adam Blaiklock
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by ekachai uekrongtham
Start Entity:     Ekachai Uekrongtham
Gold Answer:      [['Asanee Suwan']]
Predicted Ans:    Asanee Suwan
Predicted Path:   Ekachai Uekrongtham --[(INV) directed_by]--> Beautiful Boxer --[starred_actors]--> Asanee Suwan
Path (Raw):       Ekachai Uekrongtham --[No Operation]--> Ekachai Uekrongtham --[(INV) directed_by]--> Beautiful Boxer --[starred_actors]--> Asanee Suwan
Neg LogProb(↓):   0.000537
Path Entropy(↓):  0.004577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by lisa azuelos
Start Entity:     Lisa Azuelos
Gold Answer:      [['Joe Swanberg']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Lisa Azuelos --[(INV) written_by]--> LOL --[starred_actors]--> Joe Swanberg
Path (Raw):       Lisa Azuelos --[No Operation]--> Lisa Azuelos --[(INV) written_by]--> LOL --[starred_actors]--> Joe Swanberg
Neg LogProb(↓):   0.000205
Path Entropy(↓):  0.001945
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film castle in the sky
Start Entity:     Castle in the Sky
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Castle in the Sky --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Castle in the Sky --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.612619
Path Entropy(↓):  2.496453
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the long gray line
Start Entity:     The Long Gray Line
Gold Answer:      [['W. Somerset Maugham', 'John Brophy', 'Johnston McCulley', 'Philip Dunne', 'Louis Bromfield', 'Delmer Daves', 'Ernest Hemingway', 'Rafael Sabatini', 'Lamar Trotti', 'Thomas B. Costain', 'Talbot Jennings', 'Vicki Baum', 'John Byrum', 'Peter Viertel', 'Jo Swerling', 'Niven Busch', 'Richard Sherman', 'Jill Sprecher', 'Billy Wilder', 'Vicente Blasco Ibáñez', 'F. Hugh Herbert', 'Charles Shyer', 'Sonya Levien', 'Richard Llewellyn', 'Erich Kästner', 'Frank S. Nugent', 'James Warner Bellah', 'Nancy Meyers', 'Harry Kurnitz', 'Agatha Christie', 'Nunnally Johnson', 'Samuel A. Taylor', 'Edward Streeter', 'Bill Murray', 'Maurice Walsh', 'Victor Hugo', 'Dorothy B. Hughes', 'George Seaton', 'Eric Knight', 'Samuel Shellabarger', 'Graham Greene', 'Kathryn Scola', 'Valentine Davies', 'Gwen Davenport', 'W.R. Burnett', 'John Hughes', 'David Swift', 'James Kevin McGuinness', 'Chris Columbus', 'William Lindsay Gresham']]
Predicted Ans:    Maurice Walsh
Predicted Path:   The Long Gray Line --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Maurice Walsh
Path (Raw):       The Long Gray Line --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Quiet Man --[written_by]--> Maurice Walsh
Neg LogProb(↓):   1.086815
Path Entropy(↓):  1.937748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of up the river
Start Entity:     Up the River
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'Wagon Master', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    Fort Apache
Predicted Path:   Up the River --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Path (Raw):       Up the River --[No Operation]--> Up the River --[directed_by]--> John Ford --[(INV) directed_by]--> Fort Apache
Neg LogProb(↓):   1.485733
Path Entropy(↓):  2.994727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by lucky mckee
Start Entity:     Lucky McKee
Gold Answer:      [['Jack Ketchum', 'Stephen Susco', 'Chris Sivertson']]
Predicted Ans:    Lucky McKee
Predicted Path:   Lucky McKee --[(INV) directed_by]--> May --[written_by]--> Lucky McKee
Path (Raw):       Lucky McKee --[No Operation]--> Lucky McKee --[(INV) directed_by]--> May --[written_by]--> Lucky McKee
Neg LogProb(↓):   0.174899
Path Entropy(↓):  0.623647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years the films starred by jon lovitz
Start Entity:     Jon Lovitz
Gold Answer:      [['1988', '2001', '1990', '1992', '1996', '1994']]
Predicted Ans:    1994
Predicted Path:   Jon Lovitz --[(INV) starred_actors]--> Trapped in Paradise --[release_year]--> 1994
Path (Raw):       Jon Lovitz --[No Operation]--> Jon Lovitz --[(INV) starred_actors]--> Trapped in Paradise --[release_year]--> 1994
Neg LogProb(↓):   0.073384
Path Entropy(↓):  0.330470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in saratoga
Start Entity:     Saratoga
Gold Answer:      [['Arthur Caesar', 'David O. Selznick', 'Dorothy Parker', 'Abraham Merritt', 'Frederick Lonsdale', 'Benjamin Glazer', 'Cornell Woolrich', 'Miklós László', 'Edward Harris Heth', 'William Saroyan', 'Melville Shavelson', 'Samson Raphaelson', 'Donald Ogden Stewart', 'Tod Browning', 'Gillian Slovo', 'Thomas Mitchell', 'Jack Rose', 'Herman J. Mankiewicz', 'Nunnally Johnson', 'Ferenc Molnár', 'Marcia Davenport', 'Anita Loos', 'Silvia Richards', 'Rita Weiman', 'Charles Nordhoff', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'John Lee Mahin', 'Thomas B. Allen', 'Edmund Goulding', 'Wilson Collison', 'William Wister Haines', 'William R. Laidlaw', 'Margaret Mayo', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', 'Sonya Levien', 'Sydney Boehm', 'Crosbie Garstin', 'Paul Osborn', 'Lawrence Edward Watkin', 'Joe Eszterhas', 'Faith Baldwin', 'Milton Gunzburg', 'Alvin Meyers', 'Harry Behn', 'Richard Brooks', 'James Hilton', 'Ronald Millar', 'Joseph L. Mankiewicz', 'Edgar Allan Woolf', 'Florence Ryerson', "Suso Cecchi D'Amico", 'Jack Davies', 'Maurine Dallas Watkins', 'Wallace Sullivan', 'L. Frank Baum', 'Michael Pertwee', 'Robert E. Sherwood', 'A. Carter Goodloe', 'Jack London', 'Preston Sturges', 'Frederic Wakeman', 'Jo Swerling', 'Howard Emmett Rogers', 'Austin Strong', 'Arthur Miller', 'Frank Wead', 'George Froeschel', 'Charles Lederer', 'Jane Hinton', 'Ranald MacDougall', 'Maxwell Anderson', 'Heck Allen', 'Lenore J. Coffee', 'Edna Ferber', 'Floyd Dell', 'John Meehan', 'Richard Alan Simmons', 'Margaret Fitts', 'Edgar Selwyn', 'Jules Furthman', 'Mack Crane', 'Caroline Francke', 'Grace Perkins', 'John Bright', 'Kubec Glasmon', 'Dodie Smith', 'John Huston', 'Ronald Cass', 'Peter Myers', 'Ernest K. Gann', 'Vicente Blasco Ibáñez', 'Dorothy Farnum', 'Wells Root', 'George Oppenheimer', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'William M. Conselman', 'Ainsworth Morgan', 'Edward Barry Roberts', 'James Young', 'Frank S. Nugent', 'Alexandre Chatrian', 'Emile Erckmann', 'Howard Estabrook', 'James Warner Bellah', 'James Edward Grant', 'Noel Langley', 'Moss Hart', 'Richard Sale', 'Lawrence Hazard', 'George S. Kaufman', 'Frances Marion', "Eugene O'Neill"]]
Predicted Ans:    George Froeschel
Predicted Path:   Saratoga --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Betrayed --[written_by]--> George Froeschel
Path (Raw):       Saratoga --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Betrayed --[written_by]--> George Froeschel
Neg LogProb(↓):   1.485682
Path Entropy(↓):  3.044650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the believer released
Start Entity:     The Believer
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Believer --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       The Believer --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.840374
Path Entropy(↓):  4.243024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does the v. i. p. s fall under
Start Entity:     The V.I.P.s
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The V.I.P.s --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The V.I.P.s --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.257020
Path Entropy(↓):  4.551879
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by silvio soldini fall under
Start Entity:     Silvio Soldini
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Silvio Soldini --[(INV) written_by]--> Bread and Tulips --[has_genre]--> Comedy
Path (Raw):       Silvio Soldini --[No Operation]--> Silvio Soldini --[(INV) written_by]--> Bread and Tulips --[has_genre]--> Comedy
Neg LogProb(↓):   0.005199
Path Entropy(↓):  0.033170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film the old maid
Start Entity:     The Old Maid
Gold Answer:      [['edmund goulding']]
Predicted Ans:    Edith Wharton
Predicted Path:   The Old Maid --[written_by]--> Edith Wharton --[(INV) written_by]--> Ethan Frome --[written_by]--> Edith Wharton
Path (Raw):       The Old Maid --[written_by]--> Edith Wharton --[(INV) written_by]--> Ethan Frome --[written_by]--> Edith Wharton
Neg LogProb(↓):   0.045944
Path Entropy(↓):  0.185669
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films have the same actor of invasion of astro - monster
Start Entity:     Invasion of Astro-Monster
Gold Answer:      [['Latitude Zero', 'Godzilla', 'Destroy All Monsters', 'Son of Godzilla', 'King Kong Escapes', 'No Time for Sergeants', 'Godzilla vs. the Sea Monster', 'Frankenstein Conquers the World']]
Predicted Ans:    Godzilla
Predicted Path:   Invasion of Astro-Monster --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> Godzilla
Path (Raw):       Invasion of Astro-Monster --[starred_actors]--> Akira Takarada --[No Operation]--> Akira Takarada --[(INV) starred_actors]--> Godzilla
Neg LogProb(↓):   0.009810
Path Entropy(↓):  0.056620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of mosquito squadron
Start Entity:     Mosquito Squadron
Gold Answer:      [['Around the World Under the Sea', 'One Spy Too Many']]
Predicted Ans:    Around the World Under the Sea
Predicted Path:   Mosquito Squadron --[starred_actors]--> David McCallum --[(INV) starred_actors]--> Around the World Under the Sea
Path (Raw):       Mosquito Squadron --[starred_actors]--> David McCallum --[No Operation]--> David McCallum --[(INV) starred_actors]--> Around the World Under the Sea
Neg LogProb(↓):   0.045421
Path Entropy(↓):  0.199577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in madam satan
Start Entity:     Madam Satan
Gold Answer:      [['1929', '1934', '1930']]
Predicted Ans:    1929
Predicted Path:   Madam Satan --[starred_actors]--> Kay Johnson --[(INV) starred_actors]--> Dynamite --[release_year]--> 1929
Path (Raw):       Madam Satan --[starred_actors]--> Kay Johnson --[(INV) starred_actors]--> Dynamite --[release_year]--> 1929
Neg LogProb(↓):   0.142308
Path Entropy(↓):  0.484930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed accion mutante
Start Entity:     Acción mutante
Gold Answer:      [['Santiago Segura', 'Álex Angulo', 'Armando De Razza', 'Leonor Watling', 'Elijah Wood', 'Julie Cox', 'John Hurt']]
Predicted Ans:    John Hurt
Predicted Path:   Acción mutante --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> The Oxford Murders --[starred_actors]--> John Hurt
Path (Raw):       Acción mutante --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> The Oxford Murders --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.170737
Path Entropy(↓):  0.483139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in behind enemy lines
Start Entity:     Behind Enemy Lines
Gold Answer:      [['Family', 'Sport', 'Western', 'Drama', 'Crime', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Behind Enemy Lines --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[has_genre]--> Comedy
Path (Raw):       Behind Enemy Lines --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[has_genre]--> Comedy
Neg LogProb(↓):   0.980359
Path Entropy(↓):  2.286234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in over her dead body
Start Entity:     Over Her Dead Body
Gold Answer:      [['Jeffrey Konvitz', 'Woody Allen', 'Alex Gregory', 'Katie Aselton', 'Peter Huyck', 'Lake Bell', 'James L. Brooks', 'Elizabeth Wurtzel', 'Gerald Petievich', 'David Wain', 'Michael Ian Black', 'Karl Wiedergott', 'Michael Winner', 'Michael Handelman', 'Amy Heckerling', 'David Guion', 'Jesse Peretz', 'Adam Herz', 'John Hamburg', 'Evgenia Peretz', 'Larry Levin', 'David Schisgall', 'Judd Apatow', 'Wendy Wasserstein', 'Stephen McCauley', 'Paul Rudd', 'John Griesemer', 'Neil LaBute', 'Sean McGinly', 'Mark Duplass', 'David Gordon Green']]
Predicted Ans:    James L. Brooks
Predicted Path:   Over Her Dead Body --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[written_by]--> James L. Brooks
Path (Raw):       Over Her Dead Body --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[written_by]--> James L. Brooks
Neg LogProb(↓):   0.934651
Path Entropy(↓):  1.704071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by clifton collins jr.
Start Entity:     Clifton Collins Jr.
Gold Answer:      [['Dan Rosen', 'Stuart Gordon']]
Predicted Ans:    Stuart Gordon
Predicted Path:   Clifton Collins Jr. --[(INV) starred_actors]--> The Wonderful Ice Cream Suit --[directed_by]--> Stuart Gordon
Path (Raw):       Clifton Collins Jr. --[No Operation]--> Clifton Collins Jr. --[(INV) starred_actors]--> The Wonderful Ice Cream Suit --[directed_by]--> Stuart Gordon
Neg LogProb(↓):   0.202255
Path Entropy(↓):  0.595465
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by diane keaton were written by who
Start Entity:     Diane Keaton
Gold Answer:      [['Judith Rossner', 'Olivia Goldsmith', 'Marshall Brickman', 'Scott McPherson', 'John Byrum', 'Robert Kaufman', 'Woody Allen', 'Warren Beatty', 'Mark Andrus', 'Trevor Griffiths', 'Lawrence Kasdan', 'Nancy Meyers', 'Sue Miller', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Justin Zackham', 'Karine Sudan', 'Garry Marshall', 'Richard Brooks', 'Bo Goldman', 'Thomas Bezucha']]
Predicted Ans:    Lawrence Kasdan
Predicted Path:   Diane Keaton --[(INV) starred_actors]--> Darling Companion --[written_by]--> Lawrence Kasdan
Path (Raw):       Diane Keaton --[No Operation]--> Diane Keaton --[(INV) starred_actors]--> Darling Companion --[written_by]--> Lawrence Kasdan
Neg LogProb(↓):   0.842417
Path Entropy(↓):  1.704124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of as tears go by
Start Entity:     As Tears Go By
Gold Answer:      [['House of Flying Daggers', 'July Rhapsody', 'A True Mob Story', 'Needing You...', 'Century of the Dragon', 'Days of Being Wild', 'Bullet in the Head', 'Chinese Box', 'Center Stage', 'Moon Warriors', 'Rich and Famous', 'Infernal Affairs', 'A Simple Life', 'Fulltime Killer', 'The Warlords', 'Irma Vep', 'Island of Fire', 'In the Mood for Love', 'What Women Want', 'Running Out of Time', 'Clean', 'A World Without Thieves', 'Running on Karma', 'Executioners']]
Predicted Ans:    What Women Want
Predicted Path:   As Tears Go By --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want
Path (Raw):       As Tears Go By --[starred_actors]--> Andy Lau --[No Operation]--> Andy Lau --[(INV) starred_actors]--> What Women Want
Neg LogProb(↓):   0.084405
Path Entropy(↓):  0.394881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed some kind of wonderful
Start Entity:     Some Kind of Wonderful
Gold Answer:      [['Howard Deutch']]
Predicted Ans:    Howard Deutch
Predicted Path:   Some Kind of Wonderful --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful --[directed_by]--> Howard Deutch
Path (Raw):       Some Kind of Wonderful --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful --[directed_by]--> Howard Deutch
Neg LogProb(↓):   0.007587
Path Entropy(↓):  0.048095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of wagon master also directed which films
Start Entity:     Wagon Master
Gold Answer:      [['3 Godfathers', 'The Searchers', 'Steamboat Round the Bend', 'Seas Beneath', 'Judge Priest', 'Mogambo', 'Arrowsmith', 'The Hurricane', 'Upstream', 'Stagecoach', 'Up the River', 'The Last Hurrah', "Donovan's Reef", 'Straight Shooting', 'The Wings of Eagles', 'The Prisoner of Shark Island', 'When Willie Comes Marching Home', 'My Darling Clementine', 'Doctor Bull', 'Drums Along the Mohawk', 'How Green Was My Valley', 'Four Sons', 'Fort Apache', 'The Informer', 'The Grapes of Wrath', 'The Man Who Shot Liberty Valance', 'The Sun Shines Bright', 'Four Men and a Prayer', 'Sergeant Rutledge', 'Rio Grande', 'The Black Watch', 'How the West Was Won', 'Born Reckless', 'Young Mr. Lincoln', 'The Long Voyage Home', 'Mary of Scotland', 'The Quiet Man', 'Wee Willie Winkie', '3 Bad Men', 'Cheyenne Autumn', 'Two Rode Together', 'The Plough and the Stars', 'Young Cassidy', '7 Women', 'They Were Expendable', 'Mister Roberts', 'Just Pals', 'The Fugitive', 'She Wore a Yellow Ribbon', 'The Lost Patrol', 'The Iron Horse', "The Whole Town's Talking", 'Men Without Women', 'The Horse Soldiers', 'The Long Gray Line', 'Tobacco Road']]
Predicted Ans:    The Grapes of Wrath
Predicted Path:   Wagon Master --[directed_by]--> John Ford --[(INV) directed_by]--> The Grapes of Wrath
Path (Raw):       Wagon Master --[directed_by]--> John Ford --[(INV) directed_by]--> The Grapes of Wrath --[No Operation]--> The Grapes of Wrath
Neg LogProb(↓):   2.329817
Path Entropy(↓):  3.072085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the train
Start Entity:     The Train
Gold Answer:      [['Bruce Dern', 'William Forsythe', 'Scott Glenn', 'Jean Reno', 'Angela Lansbury', 'Robert Foxworth', 'Michael Gambon', 'Andrew McCarthy', 'Valeria Golino', 'Marlon Brando', 'Robert De Niro', 'Gregory Peck', 'Michael Caine', 'Alan Bates', 'Alec Baldwin', 'Warren Beatty', 'Fredric March', 'Vanity', 'Tuesday Weld', 'Robert Shaw', 'Ben Affleck', 'James Garner', 'Penelope Ann Miller', 'Yves Montand', 'Fernando Rey', 'Eva Marie Saint', 'Stellan Skarsgård', 'Natascha McElhone', 'David Thewlis', 'Thelma Ritter', 'Edward Andrews', 'Dina Merrill', 'Robert Ryan', 'Val Kilmer', 'Barbara Steele', 'Roy Scheider', 'Bob Balaban', 'Barbara Carrera', 'Janet Leigh', 'Nigel Davenport', 'Sharon Stone', 'Michael York', 'Gene Hackman', 'Burt Lancaster', 'Kirk Douglas', 'Richard Harris', 'Donald Sutherland', 'Don Johnson', 'Ava Gardner', 'Laurence Harvey', 'Armand Assante', 'Ivo Garrani', 'Fairuza Balk', 'Talia Shire', 'Frank Sinatra', 'Darren McGavin', 'John Richardson', 'Marthe Keller', 'Deborah Kerr', 'Rock Hudson']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Train --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       The Train --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.128389
Path Entropy(↓):  0.609172
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie gloria in
Start Entity:     Gloria
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Gloria --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Gloria --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.565523
Path Entropy(↓):  1.596337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by nicole eggert
Start Entity:     Nicole Eggert
Gold Answer:      [['Stephen Hopkins', 'Robert Jan Westdijk', 'Don E. FauntLeRoy']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Nicole Eggert --[(INV) starred_actors]--> Blown Away --[directed_by]--> Stephen Hopkins
Path (Raw):       Nicole Eggert --[No Operation]--> Nicole Eggert --[(INV) starred_actors]--> Blown Away --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.004523
Path Entropy(↓):  0.031026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by clyde bruckman release
Start Entity:     Clyde Bruckman
Gold Answer:      [['1998', '1926']]
Predicted Ans:    1926
Predicted Path:   Clyde Bruckman --[(INV) written_by]--> The General --[release_year]--> 1926
Path (Raw):       Clyde Bruckman --[No Operation]--> Clyde Bruckman --[(INV) written_by]--> The General --[release_year]--> 1926
Neg LogProb(↓):   0.044619
Path Entropy(↓):  0.179342
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie westfront 1918 are directed by who
Start Entity:     Westfront 1918
Gold Answer:      [['Arnold Fanck', 'Fritz Lang']]
Predicted Ans:    Arnold Fanck
Predicted Path:   Westfront 1918 --[starred_actors]--> Gustav Diessl --[(INV) starred_actors]--> S.O.S. Eisberg --[directed_by]--> Arnold Fanck
Path (Raw):       Westfront 1918 --[starred_actors]--> Gustav Diessl --[(INV) starred_actors]--> S.O.S. Eisberg --[directed_by]--> Arnold Fanck
Neg LogProb(↓):   0.537026
Path Entropy(↓):  0.725983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie desire under the elms released
Start Entity:     Desire Under the Elms
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Desire Under the Elms --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Path (Raw):       Desire Under the Elms --[release_year]--> 1958 --[(INV) release_year]--> The Deep Six --[release_year]--> 1958
Neg LogProb(↓):   2.614693
Path Entropy(↓):  3.726489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the may director
Start Entity:     May
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   May --[directed_by]--> Lucky McKee --[(INV) directed_by]--> All Cheerleaders Die --[has_genre]--> Horror
Path (Raw):       May --[directed_by]--> Lucky McKee --[(INV) directed_by]--> All Cheerleaders Die --[has_genre]--> Horror
Neg LogProb(↓):   0.138989
Path Entropy(↓):  0.474206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by jon cypher
Start Entity:     Jon Cypher
Gold Answer:      [['Bert I. Gordon']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Jon Cypher --[(INV) starred_actors]--> Valdez Is Coming --[starred_actors]--> Burt Lancaster
Path (Raw):       Jon Cypher --[No Operation]--> Jon Cypher --[(INV) starred_actors]--> Valdez Is Coming --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.023393
Path Entropy(↓):  0.133744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of the film barefoot in the park
Start Entity:     Barefoot in the Park
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Barefoot in the Park --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Barefoot in the Park --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.397865
Path Entropy(↓):  4.502385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did walter farley write the story for
Start Entity:     Walter Farley
Gold Answer:      [['The Black Stallion Returns', 'The Young Black Stallion', 'The Black Stallion']]
Predicted Ans:    The Young Black Stallion
Predicted Path:   Walter Farley --[(INV) written_by]--> The Young Black Stallion --[written_by]--> Walter Farley --[(INV) written_by]--> The Young Black Stallion
Path (Raw):       Walter Farley --[(INV) written_by]--> The Young Black Stallion --[written_by]--> Walter Farley --[(INV) written_by]--> The Young Black Stallion
Neg LogProb(↓):   0.113404
Path Entropy(↓):  0.448358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by bj mcdonnell
Start Entity:     BJ McDonnell
Gold Answer:      [['Adam Green']]
Predicted Ans:    Hatchet III
Predicted Path:   BJ McDonnell --[(INV) directed_by]--> Hatchet III --[directed_by]--> BJ McDonnell --[(INV) directed_by]--> Hatchet III
Path (Raw):       BJ McDonnell --[(INV) directed_by]--> Hatchet III --[directed_by]--> BJ McDonnell --[(INV) directed_by]--> Hatchet III
Neg LogProb(↓):   0.622875
Path Entropy(↓):  1.098155
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of johnny got his gun
Start Entity:     Johnny Got His Gun
Gold Answer:      [['Van Johnson', 'Henry Fonda', 'Van Heflin', 'Dorothy Malone', 'Ginger Rogers', 'Gregory Peck', 'Gena Rowlands', 'Barbara Stanwyck', 'Joseph Cotten', 'Dean Martin', 'John Dall', 'Sterling Hayden', 'Charles Laughton', 'Peggy Cummins', 'Robert Walker', 'Shirley MacLaine', 'Robert Ryan', 'Laurence Olivier', 'Walter Matthau', 'Audrey Hepburn', 'Shelley Winters', 'John Garfield', 'Kirk Douglas', 'Wallace Ford', 'Ruth Hussey', 'Jean Simmons', 'Spencer Tracy', 'Irene Dunne', 'Evelyn Keyes', 'Rock Hudson']]
Predicted Ans:    Gregory Peck
Predicted Path:   Johnny Got His Gun --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday --[starred_actors]--> Gregory Peck
Path (Raw):       Johnny Got His Gun --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.807431
Path Entropy(↓):  1.777845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by waris dirie
Start Entity:     Waris Dirie
Gold Answer:      [['Biography']]
Predicted Ans:    Biography
Predicted Path:   Waris Dirie --[(INV) written_by]--> Desert Flower --[has_genre]--> Biography
Path (Raw):       Waris Dirie --[No Operation]--> Waris Dirie --[(INV) written_by]--> Desert Flower --[has_genre]--> Biography
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by rent - a - cop actors release
Start Entity:     Rent-a-Cop
Gold Answer:      [['1980', '2008', '1985', '1979', '1974', '1984', '1977', '1982', '1973', '1983', '1976', '1972', '1989', '1996', '1981', '2012', '1988', '1978', '2000', '1975', '1966', '2005', '1999', '1987', '1969']]
Predicted Ans:    1972
Predicted Path:   Rent-a-Cop --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Path (Raw):       Rent-a-Cop --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> Deliverance --[release_year]--> 1972
Neg LogProb(↓):   0.858472
Path Entropy(↓):  1.878041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in a man called sledge also appears in which films
Start Entity:     A Man Called Sledge
Gold Answer:      [['The Fan', 'Victor Victoria', 'The Notebook', "Murphy's Romance", 'Duel at Diablo', 'The Americanization of Emily', 'Skin Game', 'Mister Buddwing', 'The Wheeler Dealers', "Boys' Night Out", 'Tank', 'The Great Escape', 'Sayonara', 'The Castaway Cowboy', 'Support Your Local Sheriff!', 'Duel', 'Battle for the Planet of the Apes', 'Maverick', 'Grand Prix', 'My Fellow Americans', 'They Only Kill Their Masters', 'Up Periscope', 'Dead Silence', 'Comanche Station', '36 Hours', 'One Little Indian', 'Space Cowboys', 'The Thrill of It All', 'Move Over, Darling', 'Marlowe', 'Support Your Local Gunfighter', 'Barbarians at the Gate', 'The Gallant Hours', "The Children's Hour", 'Hour of the Gun', "Darby's Rangers", 'Sunset']]
Predicted Ans:    36 Hours
Predicted Path:   A Man Called Sledge --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours
Path (Raw):       A Man Called Sledge --[starred_actors]--> James Garner --[No Operation]--> James Garner --[(INV) starred_actors]--> 36 Hours
Neg LogProb(↓):   0.837298
Path Entropy(↓):  1.737830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of howard rodman written movies
Start Entity:     Howard Rodman
Gold Answer:      [['Don Siegel']]
Predicted Ans:    Don Siegel
Predicted Path:   Howard Rodman --[(INV) written_by]--> Madigan --[directed_by]--> Don Siegel
Path (Raw):       Howard Rodman --[No Operation]--> Howard Rodman --[(INV) written_by]--> Madigan --[directed_by]--> Don Siegel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with vampyros lesbos fall under
Start Entity:     Vampyros Lesbos
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Vampyros Lesbos --[directed_by]--> Jesús Franco --[(INV) directed_by]--> Count Dracula --[has_genre]--> Horror
Path (Raw):       Vampyros Lesbos --[directed_by]--> Jesús Franco --[(INV) directed_by]--> Count Dracula --[has_genre]--> Horror
Neg LogProb(↓):   0.010198
Path Entropy(↓):  0.056742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by petula clark were directed by who
Start Entity:     Petula Clark
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Petula Clark --[(INV) starred_actors]--> Finian's Rainbow --[directed_by]--> Francis Ford Coppola
Path (Raw):       Petula Clark --[No Operation]--> Petula Clark --[(INV) starred_actors]--> Finian's Rainbow --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with passion play in
Start Entity:     Passion Play
Gold Answer:      [['French', 'English', 'Greek', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Passion Play --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Domino --[in_language]--> English
Path (Raw):       Passion Play --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Domino --[in_language]--> English
Neg LogProb(↓):   0.284862
Path Entropy(↓):  0.575314
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by keith poulson
Start Entity:     Keith Poulson
Gold Answer:      [['Robert Wise', 'Bob Byington']]
Predicted Ans:    Robert Wise
Predicted Path:   Keith Poulson --[(INV) starred_actors]--> Somebody Up There Likes Me --[directed_by]--> Robert Wise
Path (Raw):       Keith Poulson --[No Operation]--> Keith Poulson --[(INV) starred_actors]--> Somebody Up There Likes Me --[directed_by]--> Robert Wise
Neg LogProb(↓):   0.000558
Path Entropy(↓):  0.004735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the primary language in back door to hell
Start Entity:     Back Door to Hell
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Back Door to Hell --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Back Door to Hell --[in_language]--> Japanese --[(INV) in_language]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   2.180533
Path Entropy(↓):  3.373590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by the chosen one writers release
Start Entity:     The Chosen One
Gold Answer:      [['2001', '2002']]
Predicted Ans:    2001
Predicted Path:   The Chosen One --[written_by]--> Rob Schneider --[(INV) written_by]--> The Animal --[release_year]--> 2001
Path (Raw):       The Chosen One --[written_by]--> Rob Schneider --[(INV) written_by]--> The Animal --[release_year]--> 2001
Neg LogProb(↓):   0.085482
Path Entropy(↓):  0.333702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the loggerheads director
Start Entity:     Loggerheads
Gold Answer:      [['Tim Kirkman']]
Predicted Ans:    Tim Kirkman
Predicted Path:   Loggerheads --[directed_by]--> Tim Kirkman --[(INV) directed_by]--> Dear Jesse --[written_by]--> Tim Kirkman
Path (Raw):       Loggerheads --[directed_by]--> Tim Kirkman --[(INV) directed_by]--> Dear Jesse --[written_by]--> Tim Kirkman
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.002972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by apache territory actors
Start Entity:     Apache Territory
Gold Answer:      [['Musical', 'Horror', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Apache Territory --[starred_actors]--> Rory Calhoun --[(INV) starred_actors]--> Apache Territory --[has_genre]--> Western
Path (Raw):       Apache Territory --[starred_actors]--> Rory Calhoun --[(INV) starred_actors]--> Apache Territory --[has_genre]--> Western
Neg LogProb(↓):   0.028794
Path Entropy(↓):  0.156936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies acted by heather ann davis
Start Entity:     Heather Ann Davis
Gold Answer:      [['Craig Moss']]
Predicted Ans:    Craig Moss
Predicted Path:   Heather Ann Davis --[(INV) starred_actors]--> Breaking Wind --[directed_by]--> Craig Moss
Path (Raw):       Heather Ann Davis --[No Operation]--> Heather Ann Davis --[(INV) starred_actors]--> Breaking Wind --[directed_by]--> Craig Moss
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the texas chainsaw massacre 2
Start Entity:     The Texas Chainsaw Massacre 2
Gold Answer:      [['1995', '1974', '1990', '2003']]
Predicted Ans:    1990
Predicted Path:   The Texas Chainsaw Massacre 2 --[written_by]--> Tobe Hooper --[(INV) written_by]--> Spontaneous Combustion --[release_year]--> 1990
Path (Raw):       The Texas Chainsaw Massacre 2 --[written_by]--> Tobe Hooper --[(INV) written_by]--> Spontaneous Combustion --[release_year]--> 1990
Neg LogProb(↓):   0.417351
Path Entropy(↓):  0.806336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by lawrence guterman
Start Entity:     Lawrence Guterman
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lawrence Guterman --[(INV) directed_by]--> Son of the Mask --[has_genre]--> Comedy
Path (Raw):       Lawrence Guterman --[No Operation]--> Lawrence Guterman --[(INV) directed_by]--> Son of the Mask --[has_genre]--> Comedy
Neg LogProb(↓):   0.000443
Path Entropy(↓):  0.003860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by kimberly beck release
Start Entity:     Kimberly Beck
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Kimberly Beck --[(INV) starred_actors]--> Massacre at Central High --[release_year]--> 1976
Path (Raw):       Kimberly Beck --[No Operation]--> Kimberly Beck --[(INV) starred_actors]--> Massacre at Central High --[release_year]--> 1976
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of american flyers
Start Entity:     American Flyers
Gold Answer:      [['Drop Zone', 'The Hard Way', 'Point of No Return', 'Dracula', 'Bird on a Wire', 'Nick of Time', 'Whose Life Is It Anyway?', 'Short Circuit', 'WarGames', 'Incognito', 'Saturday Night Fever', 'Blue Thunder', 'Stakeout']]
Predicted Ans:    Stakeout
Predicted Path:   American Flyers --[directed_by]--> John Badham --[(INV) directed_by]--> Stakeout
Path (Raw):       American Flyers --[No Operation]--> American Flyers --[directed_by]--> John Badham --[(INV) directed_by]--> Stakeout
Neg LogProb(↓):   0.923985
Path Entropy(↓):  1.446225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by cyrus nowrasteh
Start Entity:     Cyrus Nowrasteh
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   Cyrus Nowrasteh --[(INV) written_by]--> The Stoning of Soraya M. --[in_language]--> Persian
Path (Raw):       Cyrus Nowrasteh --[No Operation]--> Cyrus Nowrasteh --[(INV) written_by]--> The Stoning of Soraya M. --[in_language]--> Persian
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by hans szekely starred which actors
Start Entity:     Hans Székely
Gold Answer:      [['William Frawley', 'John Halliday', 'Marlene Dietrich', 'Gary Cooper']]
Predicted Ans:    Gary Cooper
Predicted Path:   Hans Székely --[(INV) written_by]--> Desire --[starred_actors]--> Gary Cooper
Path (Raw):       Hans Székely --[No Operation]--> Hans Székely --[(INV) written_by]--> Desire --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.208946
Path Entropy(↓):  0.486324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the love parade director release
Start Entity:     The Love Parade
Gold Answer:      [['1946', '1941', '1984', '2007', '1939', '1933', '1982', '1932', '1931', '1943', '1983', '1948', '1942', '1940', '1918', '1922', '2011', '1934', '1978', '1952', '1925', '1927', '1937', '1930']]
Predicted Ans:    1932
Predicted Path:   The Love Parade --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Path (Raw):       The Love Parade --[directed_by]--> Ernst Lubitsch --[(INV) directed_by]--> If I Had a Million --[release_year]--> 1932
Neg LogProb(↓):   1.396915
Path Entropy(↓):  2.143343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was philip barry a writer on
Start Entity:     Philip Barry
Gold Answer:      [['High Society', 'Holiday', 'Without Love', 'The Philadelphia Story', 'The Animal Kingdom']]
Predicted Ans:    The Philadelphia Story
Predicted Path:   Philip Barry --[(INV) written_by]--> The Philadelphia Story --[written_by]--> Philip Barry --[(INV) written_by]--> The Philadelphia Story
Path (Raw):       Philip Barry --[(INV) written_by]--> The Philadelphia Story --[written_by]--> Philip Barry --[(INV) written_by]--> The Philadelphia Story
Neg LogProb(↓):   2.083168
Path Entropy(↓):  3.023247
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by carol fuchs were directed by who
Start Entity:     Carol Fuchs
Gold Answer:      [['Scott Hicks']]
Predicted Ans:    Scott Hicks
Predicted Path:   Carol Fuchs --[(INV) written_by]--> No Reservations --[directed_by]--> Scott Hicks
Path (Raw):       Carol Fuchs --[No Operation]--> Carol Fuchs --[(INV) written_by]--> No Reservations --[directed_by]--> Scott Hicks
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by sofia milos in
Start Entity:     Sofia Milos
Gold Answer:      [['Portuguese']]
Predicted Ans:    Portuguese
Predicted Path:   Sofia Milos --[(INV) starred_actors]--> Passionada --[in_language]--> Portuguese
Path (Raw):       Sofia Milos --[No Operation]--> Sofia Milos --[(INV) starred_actors]--> Passionada --[in_language]--> Portuguese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the new waterford girl director
Start Entity:     New Waterford Girl
Gold Answer:      [['Allan Moyle', 'Grace Cary Bickley', 'Willem Wennekers']]
Predicted Ans:    Tricia Fish
Predicted Path:   New Waterford Girl --[directed_by]--> Allan Moyle --[(INV) directed_by]--> New Waterford Girl --[written_by]--> Tricia Fish
Path (Raw):       New Waterford Girl --[directed_by]--> Allan Moyle --[(INV) directed_by]--> New Waterford Girl --[written_by]--> Tricia Fish
Neg LogProb(↓):   0.137556
Path Entropy(↓):  0.511913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie did ari folman write
Start Entity:     Ari Folman
Gold Answer:      [['The Congress', 'Waltz with Bashir']]
Predicted Ans:    The Congress
Predicted Path:   Ari Folman --[(INV) written_by]--> Waltz with Bashir --[written_by]--> Ari Folman --[(INV) written_by]--> The Congress
Path (Raw):       Ari Folman --[(INV) written_by]--> Waltz with Bashir --[written_by]--> Ari Folman --[(INV) written_by]--> The Congress
Neg LogProb(↓):   0.851617
Path Entropy(↓):  1.228052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film dr. ehrlich's magic bullet
Start Entity:     Dr. Ehrlich's Magic Bullet
Gold Answer:      [['1946', '1944', '1923', '1959', '1936', '1967', '1935', '1941', '1968', '1963', '1939', '1982', '1953', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1955', '1962', '1949', '1960', '1945', '1937', '1930']]
Predicted Ans:    1931
Predicted Path:   Dr. Ehrlich's Magic Bullet --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Five Star Final --[release_year]--> 1931
Path (Raw):       Dr. Ehrlich's Magic Bullet --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Five Star Final --[release_year]--> 1931
Neg LogProb(↓):   1.979547
Path Entropy(↓):  2.947800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the escape me never director
Start Entity:     Escape Me Never
Gold Answer:      [['Thomas Job', 'Edith Kneipple Roberts', 'Charles Hoffman', 'Martin Vale', 'Marjorie Carleton', 'Wilkie Collins']]
Predicted Ans:    Marjorie Carleton
Predicted Path:   Escape Me Never --[directed_by]--> Peter Godfrey --[(INV) directed_by]--> Cry Wolf --[written_by]--> Marjorie Carleton
Path (Raw):       Escape Me Never --[directed_by]--> Peter Godfrey --[(INV) directed_by]--> Cry Wolf --[written_by]--> Marjorie Carleton
Neg LogProb(↓):   0.111737
Path Entropy(↓):  0.424900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by chazz palminteri
Start Entity:     Chazz Palminteri
Gold Answer:      [['Robert De Niro', 'Paul Mazursky']]
Predicted Ans:    Robert De Niro
Predicted Path:   Chazz Palminteri --[(INV) written_by]--> A Bronx Tale --[directed_by]--> Robert De Niro
Path (Raw):       Chazz Palminteri --[No Operation]--> Chazz Palminteri --[(INV) written_by]--> A Bronx Tale --[directed_by]--> Robert De Niro
Neg LogProb(↓):   0.160826
Path Entropy(↓):  0.506211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by richard schenkman
Start Entity:     Richard Schenkman
Gold Answer:      [['1998', '2013']]
Predicted Ans:    1998
Predicted Path:   Richard Schenkman --[(INV) written_by]--> Went to Coney Island on a Mission from God... Be Back by Five --[release_year]--> 1998
Path (Raw):       Richard Schenkman --[No Operation]--> Richard Schenkman --[(INV) written_by]--> Went to Coney Island on a Mission from God... Be Back by Five --[release_year]--> 1998
Neg LogProb(↓):   0.229630
Path Entropy(↓):  0.507517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the yakuza
Start Entity:     The Yakuza
Gold Answer:      [['Three Days of the Condor', 'Castle Keep', 'Sabrina', 'Out of Africa', 'Havana', 'Tootsie', 'Jeremiah Johnson', 'The Interpreter', 'The Scalphunters', 'The Electric Horseman', 'Absence of Malice', 'The Way We Were', 'Random Hearts', "They Shoot Horses, Don't They?", 'This Property Is Condemned', 'The Slender Thread', 'The Firm']]
Predicted Ans:    Sabrina
Predicted Path:   The Yakuza --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina
Path (Raw):       The Yakuza --[No Operation]--> The Yakuza --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina
Neg LogProb(↓):   0.660970
Path Entropy(↓):  1.207395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie class of nuke'em high in a few words
Start Entity:     Class of Nuke 'Em High
Gold Answer:      [['troma', 'cult classic']]
Predicted Ans:    troma
Predicted Path:   Class of Nuke 'Em High --[has_tags]--> troma --[(INV) has_tags]--> Luther the Geek --[has_tags]--> troma
Path (Raw):       Class of Nuke 'Em High --[has_tags]--> troma --[(INV) has_tags]--> Luther the Geek --[has_tags]--> troma
Neg LogProb(↓):   0.001010
Path Entropy(↓):  0.008825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with rochelle hudson
Start Entity:     Rochelle Hudson
Gold Answer:      [['Barton MacLane', 'Susan Kohner', 'Claudette Colbert', 'Shirley Temple', 'Edmund Lowe', 'Sandra Dee', 'John Gavin', 'Catherine Dale Owen', 'Brian Donlevy', 'Warren William', 'Lana Turner', 'John Boles']]
Predicted Ans:    Brian Donlevy
Predicted Path:   Rochelle Hudson --[(INV) starred_actors]--> Born Reckless --[starred_actors]--> Brian Donlevy
Path (Raw):       Rochelle Hudson --[No Operation]--> Rochelle Hudson --[(INV) starred_actors]--> Born Reckless --[starred_actors]--> Brian Donlevy
Neg LogProb(↓):   0.563345
Path Entropy(↓):  1.084150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter roger corman co - wrote films with who
Start Entity:     Roger Corman
Gold Answer:      [['Howard Ashman', 'Jerome Odlum', 'Jean Howell']]
Predicted Ans:    Roger Corman
Predicted Path:   Roger Corman --[(INV) written_by]--> The Fast and the Furious --[written_by]--> Roger Corman
Path (Raw):       Roger Corman --[No Operation]--> Roger Corman --[(INV) written_by]--> The Fast and the Furious --[written_by]--> Roger Corman
Neg LogProb(↓):   0.041219
Path Entropy(↓):  0.180646
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the director of river's edge
Start Entity:     River's Edge
Gold Answer:      [['Tim Hunter']]
Predicted Ans:    Tim Hunter
Predicted Path:   River's Edge --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex --[directed_by]--> Tim Hunter
Path (Raw):       River's Edge --[directed_by]--> Tim Hunter --[(INV) directed_by]--> Tex --[directed_by]--> Tim Hunter
Neg LogProb(↓):   0.022082
Path Entropy(↓):  0.105236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the woman of the year director
Start Entity:     Woman of the Year
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Woman of the Year --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[has_genre]--> Comedy
Path (Raw):       Woman of the Year --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[has_genre]--> Comedy
Neg LogProb(↓):   0.094223
Path Entropy(↓):  0.450355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by nikolaj frobenius
Start Entity:     Nikolaj Frobenius
Gold Answer:      [['Christopher Nolan', 'Erik Skjoldbjærg']]
Predicted Ans:    Christopher Nolan
Predicted Path:   Nikolaj Frobenius --[(INV) written_by]--> Insomnia --[directed_by]--> Christopher Nolan
Path (Raw):       Nikolaj Frobenius --[No Operation]--> Nikolaj Frobenius --[(INV) written_by]--> Insomnia --[directed_by]--> Christopher Nolan
Neg LogProb(↓):   0.879833
Path Entropy(↓):  1.149546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter paul dickey
Start Entity:     Paul Dickey
Gold Answer:      [['Bob Hope', 'Paulette Goddard']]
Predicted Ans:    Paulette Goddard
Predicted Path:   Paul Dickey --[(INV) written_by]--> The Ghost Breakers --[starred_actors]--> Paulette Goddard
Path (Raw):       Paul Dickey --[No Operation]--> Paul Dickey --[(INV) written_by]--> The Ghost Breakers --[starred_actors]--> Paulette Goddard
Neg LogProb(↓):   0.066594
Path Entropy(↓):  0.238974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by cecilia cheung release
Start Entity:     Cecilia Cheung
Gold Answer:      [['2001', '1988', '2012', '2005']]
Predicted Ans:    1988
Predicted Path:   Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons --[release_year]--> 1988
Path (Raw):       Cecilia Cheung --[No Operation]--> Cecilia Cheung --[(INV) starred_actors]--> Dangerous Liaisons --[release_year]--> 1988
Neg LogProb(↓):   0.367152
Path Entropy(↓):  0.816652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Mother joan of the angels is a film written by this person
Start Entity:     Mother Joan of the Angels
Gold Answer:      [['Jerzy Kawalerowicz']]
Predicted Ans:    Jerzy Kawalerowicz
Predicted Path:   Mother Joan of the Angels --[written_by]--> Jerzy Kawalerowicz --[(INV) written_by]--> Night Train --[written_by]--> Jerzy Kawalerowicz
Path (Raw):       Mother Joan of the Angels --[written_by]--> Jerzy Kawalerowicz --[(INV) written_by]--> Night Train --[written_by]--> Jerzy Kawalerowicz
Neg LogProb(↓):   0.023139
Path Entropy(↓):  0.109163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in two night stand
Start Entity:     Two Night Stand
Gold Answer:      [['Scott Neustadter', 'Damien Chazelle', 'Michael H. Weber', 'Isaac Marion', 'Tim Tharp', 'Jonathan Levine', 'Whit Stillman', 'Tom Gormican', 'Ryan Fleck', 'Anna Boden']]
Predicted Ans:    Tom Gormican
Predicted Path:   Two Night Stand --[starred_actors]--> Miles Teller --[(INV) starred_actors]--> That Awkward Moment --[written_by]--> Tom Gormican
Path (Raw):       Two Night Stand --[starred_actors]--> Miles Teller --[(INV) starred_actors]--> That Awkward Moment --[written_by]--> Tom Gormican
Neg LogProb(↓):   0.000587
Path Entropy(↓):  0.005718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie der verlorene
Start Entity:     Der Verlorene
Gold Answer:      [['Peter Lorre']]
Predicted Ans:    Peter Lorre
Predicted Path:   Der Verlorene --[written_by]--> Peter Lorre --[(INV) written_by]--> Der Verlorene --[written_by]--> Peter Lorre
Path (Raw):       Der Verlorene --[written_by]--> Peter Lorre --[(INV) written_by]--> Der Verlorene --[written_by]--> Peter Lorre
Neg LogProb(↓):   0.000924
Path Entropy(↓):  0.007379
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the badge
Start Entity:     The Badge
Gold Answer:      [['William Devane', 'Patricia Arquette', 'Billy Bob Thornton']]
Predicted Ans:    Patricia Arquette
Predicted Path:   The Badge --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Human Nature --[starred_actors]--> Patricia Arquette
Path (Raw):       The Badge --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Human Nature --[starred_actors]--> Patricia Arquette
Neg LogProb(↓):   0.466114
Path Entropy(↓):  0.755357
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the dirties
Start Entity:     The Dirties
Gold Answer:      [['Joseph Kahn', 'Daniel Benmayor']]
Predicted Ans:    Matt Johnson
Predicted Path:   The Dirties --[written_by]--> Matt Johnson --[(INV) written_by]--> The Dirties --[directed_by]--> Matt Johnson
Path (Raw):       The Dirties --[written_by]--> Matt Johnson --[(INV) written_by]--> The Dirties --[directed_by]--> Matt Johnson
Neg LogProb(↓):   0.039602
Path Entropy(↓):  0.193112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies acted by esther furst
Start Entity:     Esther Furst
Gold Answer:      [['Clark L. Paylow']]
Predicted Ans:    Clark L. Paylow
Predicted Path:   Esther Furst --[(INV) starred_actors]--> Ring of Terror --[directed_by]--> Clark L. Paylow
Path (Raw):       Esther Furst --[No Operation]--> Esther Furst --[(INV) starred_actors]--> Ring of Terror --[directed_by]--> Clark L. Paylow
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the prisoner were released in which years
Start Entity:     The Prisoner
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   The Prisoner --[written_by]--> Bridget Boland --[(INV) written_by]--> Anne of the Thousand Days --[release_year]--> 1969
Path (Raw):       The Prisoner --[written_by]--> Bridget Boland --[(INV) written_by]--> Anne of the Thousand Days --[release_year]--> 1969
Neg LogProb(↓):   0.012751
Path Entropy(↓):  0.067954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by morton thompson
Start Entity:     Morton Thompson
Gold Answer:      [['Stanley Kramer']]
Predicted Ans:    Stanley Kramer
Predicted Path:   Morton Thompson --[(INV) written_by]--> Not as a Stranger --[directed_by]--> Stanley Kramer
Path (Raw):       Morton Thompson --[No Operation]--> Morton Thompson --[(INV) written_by]--> Not as a Stranger --[directed_by]--> Stanley Kramer
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by neal israel in
Start Entity:     Neal Israel
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Neal Israel --[(INV) directed_by]--> Bachelor Party --[has_genre]--> Comedy
Path (Raw):       Neal Israel --[No Operation]--> Neal Israel --[(INV) directed_by]--> Bachelor Party --[has_genre]--> Comedy
Neg LogProb(↓):   0.212559
Path Entropy(↓):  0.489179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did zachary donohue write the story for
Start Entity:     Zachary Donohue
Gold Answer:      [['The Den']]
Predicted Ans:    The Den
Predicted Path:   Zachary Donohue --[(INV) written_by]--> The Den --[written_by]--> Zachary Donohue --[(INV) written_by]--> The Den
Path (Raw):       Zachary Donohue --[(INV) written_by]--> The Den --[written_by]--> Zachary Donohue --[(INV) written_by]--> The Den
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by jonas ball
Start Entity:     Jonas Ball
Gold Answer:      [['2008', '2006']]
Predicted Ans:    2008
Predicted Path:   Jonas Ball --[(INV) starred_actors]--> The Objective --[release_year]--> 2008
Path (Raw):       Jonas Ball --[No Operation]--> Jonas Ball --[(INV) starred_actors]--> The Objective --[release_year]--> 2008
Neg LogProb(↓):   0.009211
Path Entropy(↓):  0.052146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by julia dahl
Start Entity:     Julia Dahl
Gold Answer:      [['Marley Shelton', 'Donald Faison', 'Brittany Murphy', 'Dakota Fanning']]
Predicted Ans:    Brittany Murphy
Predicted Path:   Julia Dahl --[(INV) written_by]--> Uptown Girls --[starred_actors]--> Brittany Murphy
Path (Raw):       Julia Dahl --[No Operation]--> Julia Dahl --[(INV) written_by]--> Uptown Girls --[starred_actors]--> Brittany Murphy
Neg LogProb(↓):   0.489875
Path Entropy(↓):  0.807962
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of the fiances
Start Entity:     The Fiances
Gold Answer:      [['Walking, Walking', 'Il Posto', 'The Profession of Arms', 'The Tree of Wooden Clogs', 'Tickets']]
Predicted Ans:    Walking, Walking
Predicted Path:   The Fiances --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking
Path (Raw):       The Fiances --[No Operation]--> The Fiances --[directed_by]--> Ermanno Olmi --[(INV) directed_by]--> Walking, Walking
Neg LogProb(↓):   0.271249
Path Entropy(↓):  0.564288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was dandelion released
Start Entity:     Dandelion
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Dandelion --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Dandelion --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.262399
Path Entropy(↓):  4.021530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film cactus flower
Start Entity:     Cactus Flower
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '1992', '1993', '1920', '1967', '1941', '1974', '1984', '1998', '1963', '1968', '2009', '1957', '1982', '1973', '1994', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1972', '1971', '1990', '1940', '1938', '1996', '1942', '2002', '1981', '1961', '1986', '1962', '1988', '1934', '1978', '1964', '1997', '1975', '2000', '1966', '1950', '1991', '1965', '1999', '1945', '1987', '1969', '1952', '1958']]
Predicted Ans:    1945
Predicted Path:   Cactus Flower --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Path (Raw):       Cactus Flower --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Neg LogProb(↓):   1.368281
Path Entropy(↓):  2.593146
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by tom holland in
Start Entity:     Tom Holland
Gold Answer:      [['Thriller', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Tom Holland --[(INV) directed_by]--> Child's Play --[has_genre]--> Horror
Path (Raw):       Tom Holland --[No Operation]--> Tom Holland --[(INV) directed_by]--> Child's Play --[has_genre]--> Horror
Neg LogProb(↓):   0.040298
Path Entropy(↓):  0.185637
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the jerusalem director
Start Entity:     Jerusalem
Gold Answer:      [['Swedish', 'French', 'English', 'Danish', 'German']]
Predicted Ans:    French
Predicted Path:   Jerusalem --[directed_by]--> Bille August --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Path (Raw):       Jerusalem --[directed_by]--> Bille August --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Neg LogProb(↓):   1.355928
Path Entropy(↓):  1.474512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by sean penn
Start Entity:     Sean Penn
Gold Answer:      [['Anjelica Huston', 'Javier Bardem', 'Marcia Gay Harden', 'David Morse', 'Emile Hirsch', 'William Hurt', 'Jack Nicholson', 'Robin Wright']]
Predicted Ans:    Sean Penn
Predicted Path:   Sean Penn --[(INV) starred_actors]--> The Tree of Life --[starred_actors]--> Sean Penn
Path (Raw):       Sean Penn --[No Operation]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.978270
Path Entropy(↓):  1.744965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of mischief
Start Entity:     Mischief
Gold Answer:      [['Legendary', 'Yellowbeard']]
Predicted Ans:    Mischief
Predicted Path:   Mischief --[directed_by]--> Mel Damski --[(INV) directed_by]--> Mischief
Path (Raw):       Mischief --[directed_by]--> Mel Damski --[(INV) directed_by]--> Mischief --[No Operation]--> Mischief
Neg LogProb(↓):   0.187332
Path Entropy(↓):  0.512279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by michael schultz were in which genres
Start Entity:     Michael Schultz
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Michael Schultz --[(INV) directed_by]--> Car Wash --[has_genre]--> Comedy
Path (Raw):       Michael Schultz --[No Operation]--> Michael Schultz --[(INV) directed_by]--> Car Wash --[has_genre]--> Comedy
Neg LogProb(↓):   0.394087
Path Entropy(↓):  0.678500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film madhouse
Start Entity:     Madhouse
Gold Answer:      [['vincent price', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Madhouse --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Madhouse --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.325927
Path Entropy(↓):  0.595957
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did rebekah johnson act in
Start Entity:     Rebekah Johnson
Gold Answer:      [['Latter Days']]
Predicted Ans:    Latter Days
Predicted Path:   Rebekah Johnson --[(INV) starred_actors]--> Latter Days --[starred_actors]--> Rebekah Johnson --[(INV) starred_actors]--> Latter Days
Path (Raw):       Rebekah Johnson --[(INV) starred_actors]--> Latter Days --[starred_actors]--> Rebekah Johnson --[(INV) starred_actors]--> Latter Days
Neg LogProb(↓):   0.245146
Path Entropy(↓):  0.538709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by scott phillips release
Start Entity:     Scott Phillips
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Scott Phillips --[(INV) written_by]--> The Ice Harvest --[release_year]--> 2005
Path (Raw):       Scott Phillips --[No Operation]--> Scott Phillips --[(INV) written_by]--> The Ice Harvest --[release_year]--> 2005
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by tom cairns
Start Entity:     Tom Cairns
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Tom Cairns --[(INV) written_by]--> Marie and Bruce --[release_year]--> 2004
Path (Raw):       Tom Cairns --[No Operation]--> Tom Cairns --[(INV) written_by]--> Marie and Bruce --[release_year]--> 2004
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie dedication
Start Entity:     Dedication
Gold Answer:      [['Bart Freundlich', 'Stephen Frears', 'Tim Burton', 'William H. Macy', 'Guillaume Canet', 'Alison Maclean', "Pat O'Connor", 'Zack Snyder', 'Keith Gordon', 'Robert Towne']]
Predicted Ans:    Guillaume Canet
Predicted Path:   Dedication --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Blood Ties --[directed_by]--> Guillaume Canet
Path (Raw):       Dedication --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Blood Ties --[directed_by]--> Guillaume Canet
Neg LogProb(↓):   0.521220
Path Entropy(↓):  1.096246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of eduardo sanchez written movies
Start Entity:     Eduardo Sánchez
Gold Answer:      [['Daniel Myrick']]
Predicted Ans:    Gareth Evans
Predicted Path:   Eduardo Sánchez --[(INV) directed_by]--> V/H/S/2 --[directed_by]--> Gareth Evans
Path (Raw):       Eduardo Sánchez --[No Operation]--> Eduardo Sánchez --[(INV) directed_by]--> V/H/S/2 --[directed_by]--> Gareth Evans
Neg LogProb(↓):   0.830955
Path Entropy(↓):  1.206804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie a thin line between love and hate
Start Entity:     A Thin Line Between Love and Hate
Gold Answer:      [['Les Mayfield', 'Aleksi Mäkelä', 'Jill Culton', 'Gil Junger', 'Rick Rosenthal', 'Steve Carr', 'Michael Bay', 'John Whitesell', 'Anthony Stacchi', 'Dennis Dugan', 'Reginald Hudlin', 'Roger Kumble', 'Steve Oedekerk', 'Raja Gosnell', 'Sam Weisman', 'Walt Becker', 'Mike White', 'Ted Demme', 'Roger Allers', 'Kevin Rodney Sullivan', 'Kasi Lemmons']]
Predicted Ans:    Sam Weisman
Predicted Path:   A Thin Line Between Love and Hate --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> What's the Worst That Could Happen? --[directed_by]--> Sam Weisman
Path (Raw):       A Thin Line Between Love and Hate --[starred_actors]--> Martin Lawrence --[(INV) starred_actors]--> What's the Worst That Could Happen? --[directed_by]--> Sam Weisman
Neg LogProb(↓):   0.690495
Path Entropy(↓):  1.555410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film annapolis
Start Entity:     Annapolis
Gold Answer:      [['1998', '2000', '1997', '2001', '2008', '2005', '2010', '2004', '1936', '2006', '2014', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2002
Predicted Path:   Annapolis --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Path (Raw):       Annapolis --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Neg LogProb(↓):   0.869711
Path Entropy(↓):  1.856906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of bobby deerfield starred who
Start Entity:     Bobby Deerfield
Gold Answer:      [['Robert Young', 'Arnold Lucy', 'John Wray', 'Richard Thomas', 'Charles Boyer', 'Ernest Borgnine', 'Lew Ayres', 'John Gavin', 'Robert Taylor', 'Charles Laughton', 'Margaret Sullavan', 'Louis Wolheim', 'Ingrid Bergman', 'Franchot Tone']]
Predicted Ans:    Lew Ayres
Predicted Path:   Bobby Deerfield --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[starred_actors]--> Lew Ayres
Path (Raw):       Bobby Deerfield --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[starred_actors]--> Lew Ayres
Neg LogProb(↓):   1.201149
Path Entropy(↓):  2.038974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of due date
Start Entity:     Due Date
Gold Answer:      [['Craig Mazin', 'Todd Phillips', 'Jon Lucas', 'Court Crandall', 'Scott Moore', 'Scot Armstrong', 'Stephen Potter']]
Predicted Ans:    Todd Phillips
Predicted Path:   Due Date --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part III --[written_by]--> Todd Phillips
Path (Raw):       Due Date --[directed_by]--> Todd Phillips --[(INV) directed_by]--> The Hangover Part III --[written_by]--> Todd Phillips
Neg LogProb(↓):   0.013067
Path Entropy(↓):  0.086463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of macarthur
Start Entity:     MacArthur
Gold Answer:      [['The Snows of Kilimanjaro', 'David and Bathsheba', 'The Great Sinner', 'Spellbound', 'The Purple Plain', "Twelve O'Clock High", "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', 'The Man in the Gray Flannel Suit', "Mackenna's Gold", 'Days of Glory', 'The Guns of Navarone', 'The Scarlet and the Black', "Other People's Money", 'Designing Woman', 'Arabesque', 'Captain Horatio Hornblower R.N.', 'The Yearling', 'Captain Newman, M.D.', 'Marooned', 'On the Beach', 'The Bravados', 'The Boys from Brazil', 'Old Gringo', 'The Paradine Case', 'Cape Fear', 'Night People', 'The Keys of the Kingdom', 'Amazing Grace and Chuck', 'Mirage', 'Pork Chop Hill', 'Behold a Pale Horse', 'The Valley of Decision', 'I Walk the Line', 'The Sea Wolves', 'The Gunfighter', 'Duel in the Sun', 'The Big Country', 'To Kill a Mockingbird', 'The Omen', 'Moby Dick']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   MacArthur --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Path (Raw):       MacArthur --[starred_actors]--> Gregory Peck --[No Operation]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Neg LogProb(↓):   1.025596
Path Entropy(↓):  1.987048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film sling blade
Start Entity:     Sling Blade
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Sling Blade --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Sling Blade --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.954995
Path Entropy(↓):  4.443949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with delitto a porta romana fall under
Start Entity:     Delitto a Porta Romana
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Delitto a Porta Romana --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Cat and Dog --[has_genre]--> Comedy
Path (Raw):       Delitto a Porta Romana --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Cat and Dog --[has_genre]--> Comedy
Neg LogProb(↓):   0.021716
Path Entropy(↓):  0.110316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with ashley greene
Start Entity:     Ashley Greene
Gold Answer:      [['Tom Felton', 'Julianna Guill', 'Sebastian Stan']]
Predicted Ans:    Ashley Greene
Predicted Path:   Ashley Greene --[(INV) starred_actors]--> The Apparition --[starred_actors]--> Ashley Greene
Path (Raw):       Ashley Greene --[No Operation]--> Ashley Greene --[(INV) starred_actors]--> The Apparition --[starred_actors]--> Ashley Greene
Neg LogProb(↓):   0.006149
Path Entropy(↓):  0.042042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of bartok the magnificent
Start Entity:     Bartok the Magnificent
Gold Answer:      [['Don Bluth', 'Guy Bolton', 'Marcelle Maurette', 'Hans Christian Andersen', "Robert C. O'Brien", 'Gary Goldman']]
Predicted Ans:    Don Bluth
Predicted Path:   Bartok the Magnificent --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[written_by]--> Don Bluth
Path (Raw):       Bartok the Magnificent --[directed_by]--> Don Bluth --[(INV) directed_by]--> A Troll in Central Park --[written_by]--> Don Bluth
Neg LogProb(↓):   0.387411
Path Entropy(↓):  0.841283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Curtis hanson directed which movies
Start Entity:     Curtis Hanson
Gold Answer:      [['Too Big to Fail', 'Wonder Boys', '8 Mile', 'Chasing Mavericks', 'The Hand That Rocks the Cradle', 'The River Wild', "Losin' It", 'In Her Shoes', 'L.A. Confidential', 'The Bedroom Window', 'Lucky You']]
Predicted Ans:    Lucky You
Predicted Path:   Curtis Hanson --[(INV) directed_by]--> Lucky You --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You
Path (Raw):       Curtis Hanson --[(INV) directed_by]--> Lucky You --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You
Neg LogProb(↓):   0.637162
Path Entropy(↓):  1.927411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film busting was written by who
Start Entity:     Busting
Gold Answer:      [['Peter Hyams']]
Predicted Ans:    Peter Hyams
Predicted Path:   Busting --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[written_by]--> Peter Hyams
Path (Raw):       Busting --[written_by]--> Peter Hyams --[(INV) written_by]--> The Star Chamber --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.001547
Path Entropy(↓):  0.012815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of s. z. sakall acted films
Start Entity:     S.Z. Sakall
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   S.Z. Sakall --[(INV) starred_actors]--> In the Good Old Summertime --[release_year]--> 1949
Path (Raw):       S.Z. Sakall --[No Operation]--> S.Z. Sakall --[(INV) starred_actors]--> In the Good Old Summertime --[release_year]--> 1949
Neg LogProb(↓):   0.000070
Path Entropy(↓):  0.000736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie shriek of the mutilated released
Start Entity:     Shriek of the Mutilated
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Shriek of the Mutilated --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Shriek of the Mutilated --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.437225
Path Entropy(↓):  3.716562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the wedding ringer
Start Entity:     The Wedding Ringer
Gold Answer:      [['Peyton Reed']]
Predicted Ans:    Peyton Reed
Predicted Path:   The Wedding Ringer --[written_by]--> Jeremy Garelick --[(INV) written_by]--> The Break-Up --[directed_by]--> Peyton Reed
Path (Raw):       The Wedding Ringer --[written_by]--> Jeremy Garelick --[(INV) written_by]--> The Break-Up --[directed_by]--> Peyton Reed
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film period of adjustment
Start Entity:     Period of Adjustment
Gold Answer:      [['1988', '1963', '1964', '1975', '1972', '1966', '1982', '1973', '1967', '1979', '1969', '1977']]
Predicted Ans:    1969
Predicted Path:   Period of Adjustment --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Path (Raw):       Period of Adjustment --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Neg LogProb(↓):   0.537162
Path Entropy(↓):  1.589560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the girl of the golden west starred who
Start Entity:     The Girl of the Golden West
Gold Answer:      [['Edward G. Robinson']]
Predicted Ans:    Edward G. Robinson
Predicted Path:   The Girl of the Golden West --[written_by]--> David Belasco --[(INV) written_by]--> The Hatchet Man --[starred_actors]--> Edward G. Robinson
Path (Raw):       The Girl of the Golden West --[written_by]--> David Belasco --[(INV) written_by]--> The Hatchet Man --[starred_actors]--> Edward G. Robinson
Neg LogProb(↓):   0.097988
Path Entropy(↓):  0.310231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of mo'money
Start Entity:     Mo' Money
Gold Answer:      [['Mike Binder']]
Predicted Ans:    Peter MacDonald
Predicted Path:   Mo' Money --[written_by]--> Damon Wayans --[(INV) written_by]--> Mo' Money --[directed_by]--> Peter MacDonald
Path (Raw):       Mo' Money --[written_by]--> Damon Wayans --[(INV) written_by]--> Mo' Money --[directed_by]--> Peter MacDonald
Neg LogProb(↓):   0.000401
Path Entropy(↓):  0.003589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films written by albert maltz fall under
Start Entity:     Albert Maltz
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Albert Maltz --[(INV) written_by]--> The Beguiled --[has_genre]--> Drama
Path (Raw):       Albert Maltz --[No Operation]--> Albert Maltz --[(INV) written_by]--> The Beguiled --[has_genre]--> Drama
Neg LogProb(↓):   0.145243
Path Entropy(↓):  0.397747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of once is not enough starred who
Start Entity:     Once Is Not Enough
Gold Answer:      [['Richard Attenborough', 'Anthony Quinn', 'Sidney Poitier', 'Ava Gardner', 'David Niven', 'Michael Craig', 'Charlton Heston', 'Anna Karina', 'Joseph Fiennes', 'Brenda de Banzie', 'Michael Caine', 'Candice Bergen', 'Elizabeth Hartman', 'Shelley Winters', 'Wallace Ford', 'Stuart Whitman']]
Predicted Ans:    David Niven
Predicted Path:   Once Is Not Enough --[directed_by]--> Guy Green --[(INV) directed_by]--> 55 Days at Peking --[starred_actors]--> David Niven
Path (Raw):       Once Is Not Enough --[directed_by]--> Guy Green --[(INV) directed_by]--> 55 Days at Peking --[starred_actors]--> David Niven
Neg LogProb(↓):   0.275672
Path Entropy(↓):  0.699128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie lady in the water
Start Entity:     Lady in the Water
Gold Answer:      [['1998', '2009', '2008', '2003', '2005', '2010', '2004', '2006', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Lady in the Water --[starred_actors]--> Paul Giamatti --[(INV) starred_actors]--> The Illusionist --[release_year]--> 2010
Path (Raw):       Lady in the Water --[starred_actors]--> Paul Giamatti --[(INV) starred_actors]--> The Illusionist --[release_year]--> 2010
Neg LogProb(↓):   1.017821
Path Entropy(↓):  2.432609
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by leena lander in
Start Entity:     Leena Lander
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Leena Lander --[(INV) written_by]--> Tears of April --[in_language]--> Finnish
Path (Raw):       Leena Lander --[No Operation]--> Leena Lander --[(INV) written_by]--> Tears of April --[in_language]--> Finnish
Neg LogProb(↓):   0.001086
Path Entropy(↓):  0.008495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by henry jaglom
Start Entity:     Henry Jaglom
Gold Answer:      [['Anthony B. Richmond']]
Predicted Ans:    Henry Jaglom
Predicted Path:   Henry Jaglom --[(INV) written_by]--> A Safe Place --[directed_by]--> Henry Jaglom
Path (Raw):       Henry Jaglom --[No Operation]--> Henry Jaglom --[(INV) written_by]--> A Safe Place --[directed_by]--> Henry Jaglom
Neg LogProb(↓):   0.652899
Path Entropy(↓):  1.265510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose directors also directed princess raccoon
Start Entity:     Princess Raccoon
Gold Answer:      [['1963', '1964', '1966', '2001', '1965', '1967']]
Predicted Ans:    1966
Predicted Path:   Princess Raccoon --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Tokyo Drifter --[release_year]--> 1966
Path (Raw):       Princess Raccoon --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Tokyo Drifter --[release_year]--> 1966
Neg LogProb(↓):   0.902039
Path Entropy(↓):  1.568687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by julia leigh
Start Entity:     Julia Leigh
Gold Answer:      [['Bill Peet', 'Ralph Wright', 'Joe Rinaldi', 'Winston Hibler', 'Charles Perrault', 'Milt Banta', 'Ted Sears']]
Predicted Ans:    Clyde Geronimi
Predicted Path:   Julia Leigh --[(INV) directed_by]--> Sleeping Beauty --[directed_by]--> Clyde Geronimi
Path (Raw):       Julia Leigh --[No Operation]--> Julia Leigh --[(INV) directed_by]--> Sleeping Beauty --[directed_by]--> Clyde Geronimi
Neg LogProb(↓):   0.075862
Path Entropy(↓):  0.344666
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did alan marshal act in
Start Entity:     Alan Marshal
Gold Answer:      [['Conquest', 'The Howards of Virginia']]
Predicted Ans:    The Howards of Virginia
Predicted Path:   Alan Marshal --[(INV) starred_actors]--> The Howards of Virginia --[starred_actors]--> Alan Marshal --[(INV) starred_actors]--> The Howards of Virginia
Path (Raw):       Alan Marshal --[(INV) starred_actors]--> The Howards of Virginia --[starred_actors]--> Alan Marshal --[(INV) starred_actors]--> The Howards of Virginia
Neg LogProb(↓):   0.126471
Path Entropy(↓):  0.429460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by the devil to pay! writers release
Start Entity:     The Devil to Pay!
Gold Answer:      [['1957', '1950', '1927', '1932', '1937']]
Predicted Ans:    1930
Predicted Path:   The Devil to Pay! --[written_by]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[release_year]--> 1930
Path (Raw):       The Devil to Pay! --[written_by]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[release_year]--> 1930
Neg LogProb(↓):   0.690293
Path Entropy(↓):  0.977532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor lysette anthony co - starred with who
Start Entity:     Lysette Anthony
Gold Answer:      [['Sean Young', 'Tim Daly', 'Ken Marshall']]
Predicted Ans:    Lysette Anthony
Predicted Path:   Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II --[starred_actors]--> Lysette Anthony
Path (Raw):       Lysette Anthony --[No Operation]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II --[starred_actors]--> Lysette Anthony
Neg LogProb(↓):   0.005591
Path Entropy(↓):  0.036152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film dorian gray starred which actors
Start Entity:     Dorian Gray
Gold Answer:      [['Ben Barnes']]
Predicted Ans:    Helmut Berger
Predicted Path:   Dorian Gray --[starred_actors]--> Helmut Berger --[(INV) starred_actors]--> Ludwig --[starred_actors]--> Helmut Berger
Path (Raw):       Dorian Gray --[starred_actors]--> Helmut Berger --[(INV) starred_actors]--> Ludwig --[starred_actors]--> Helmut Berger
Neg LogProb(↓):   0.025383
Path Entropy(↓):  0.117542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by bill pullman
Start Entity:     Bill Pullman
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Bill Pullman --[(INV) starred_actors]--> Brokedown Palace --[has_genre]--> Drama
Path (Raw):       Bill Pullman --[No Operation]--> Bill Pullman --[(INV) starred_actors]--> Brokedown Palace --[has_genre]--> Drama
Neg LogProb(↓):   0.647613
Path Entropy(↓):  0.926976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film up in smoke
Start Entity:     Up in Smoke
Gold Answer:      [['1982', '1990', '1981', '1987']]
Predicted Ans:    1978
Predicted Path:   Up in Smoke --[written_by]--> Cheech Marin --[(INV) written_by]--> Up in Smoke --[release_year]--> 1978
Path (Raw):       Up in Smoke --[written_by]--> Cheech Marin --[(INV) written_by]--> Up in Smoke --[release_year]--> 1978
Neg LogProb(↓):   0.169661
Path Entropy(↓):  0.593630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of madea's big happy family
Start Entity:     Madea's Big Happy Family
Gold Answer:      [["Tyler Perry's A Madea Christmas", 'The Single Moms Club', 'Why Did I Get Married Too?', 'Madea Goes to Jail', 'Why Did I Get Married?', "Madea's Witness Protection", "Daddy's Little Girls", 'Meet the Browns', 'A Madea Christmas', "Madea's Family Reunion", 'For Colored Girls', 'I Can Do Bad All by Myself', 'The Family That Preys']]
Predicted Ans:    Why Did I Get Married Too?
Predicted Path:   Madea's Big Happy Family --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too?
Path (Raw):       Madea's Big Happy Family --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[No Operation]--> Why Did I Get Married Too?
Neg LogProb(↓):   0.194786
Path Entropy(↓):  0.814015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of body of lies
Start Entity:     Body of Lies
Gold Answer:      [['Revolutionary Road', 'The Basketball Diaries', 'Cinderella Man', 'The Sum of Us', 'For the Moment', 'Green Lantern', 'Blood Diamond', 'The Wolf of Wall Street', 'The 11th Hour', 'Virtuosity', 'Proof', 'Gladiator', 'Total Eclipse', "Marvin's Room", 'Titanic', 'RocknRolla', 'The Beach', 'Django Unchained', 'Red Obsession', 'Tenderness', 'Sherlock Holmes', 'The Man in the Iron Mask', 'The Next Three Days', 'Welcome to the Punch', "This Boy's Life", 'Before I Go to Sleep', 'J. Edgar', 'Emma', 'A Good Year', 'Breaking Up', 'L.A. Confidential', 'Inception', 'The Water Diviner', 'The Quick and the Dead', 'The Silver Brumby', 'Gangs of New York', 'Noah', 'The Insider', 'Endgame', 'Catch Me If You Can', 'American Gangster', 'Les Misérables', 'Broken City', 'Shutter Island', 'No Way Back', 'Closer to the Moon', 'The Departed', 'Rough Magic', 'The Aviator', 'Tinker Tailor Soldier Spy', 'A Beautiful Mind', 'Romeo + Juliet', "What's Eating Gilbert Grape", "Don's Plum", 'The Man with the Iron Fists', 'Day of the Falcon', 'Romper Stomper', 'Proof of Life', 'State of Play', 'Robin Hood']]
Predicted Ans:    The Beach
Predicted Path:   Body of Lies --[starred_actors]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Beach
Path (Raw):       Body of Lies --[starred_actors]--> Leonardo DiCaprio --[No Operation]--> Leonardo DiCaprio --[(INV) starred_actors]--> The Beach
Neg LogProb(↓):   1.268639
Path Entropy(↓):  1.940793
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of richard wattis starred movies
Start Entity:     Richard Wattis
Gold Answer:      [['Val Guest']]
Predicted Ans:    Val Guest
Predicted Path:   Richard Wattis --[(INV) starred_actors]--> The Abominable Snowman --[directed_by]--> Val Guest
Path (Raw):       Richard Wattis --[No Operation]--> Richard Wattis --[(INV) starred_actors]--> The Abominable Snowman --[directed_by]--> Val Guest
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie out of africa are written by who
Start Entity:     Out of Africa
Gold Answer:      [['Murray Schisgal', 'Barbara Benedek', 'Edward Anhalt', 'Larry Gelbart', 'Leonard Schrader', 'John Milius', 'Robert Towne', 'Ernest Lehman', 'Horace McCoy', 'William Eastlake', 'Billy Wilder', 'Fred Coe', 'Warren Adler', 'Tennessee Williams', 'Francis Ford Coppola', 'John Grisham', 'Samuel A. Taylor', 'Robert E. Thompson', 'Paul Schrader', 'Lorenzo Semple Jr.', 'Vardis Fisher', 'Robert Bunker', 'Arthur Laurents', 'James Poe', 'David Rayfiel', 'James Grady', 'Shana Alexander']]
Predicted Ans:    Billy Wilder
Predicted Path:   Out of Africa --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[written_by]--> Billy Wilder
Path (Raw):       Out of Africa --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.026267
Path Entropy(↓):  1.438525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by michael chapman
Start Entity:     Michael Chapman
Gold Answer:      [['1986', '1983']]
Predicted Ans:    1983
Predicted Path:   Michael Chapman --[(INV) directed_by]--> All the Right Moves --[release_year]--> 1983
Path (Raw):       Michael Chapman --[No Operation]--> Michael Chapman --[(INV) directed_by]--> All the Right Moves --[release_year]--> 1983
Neg LogProb(↓):   0.053406
Path Entropy(↓):  0.205163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of jocelin donahue acted films
Start Entity:     Jocelin Donahue
Gold Answer:      [['Ti West']]
Predicted Ans:    Ti West
Predicted Path:   Jocelin Donahue --[(INV) starred_actors]--> The House of the Devil --[directed_by]--> Ti West
Path (Raw):       Jocelin Donahue --[No Operation]--> Jocelin Donahue --[(INV) starred_actors]--> The House of the Devil --[directed_by]--> Ti West
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of good morning, night
Start Entity:     Good Morning, Night
Gold Answer:      [['Fists in the Pocket', 'The Wedding Director', "My Mother's Smile", 'Vincere']]
Predicted Ans:    Good Morning, Night
Predicted Path:   Good Morning, Night --[directed_by]--> Marco Bellocchio --[(INV) directed_by]--> Good Morning, Night
Path (Raw):       Good Morning, Night --[No Operation]--> Good Morning, Night --[directed_by]--> Marco Bellocchio --[(INV) directed_by]--> Good Morning, Night
Neg LogProb(↓):   0.230559
Path Entropy(↓):  0.674564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by wood moy were written by who
Start Entity:     Wood Moy
Gold Answer:      [['Wayne Wang', 'Isaac Cronin']]
Predicted Ans:    Wayne Wang
Predicted Path:   Wood Moy --[(INV) starred_actors]--> Chan Is Missing --[written_by]--> Wayne Wang
Path (Raw):       Wood Moy --[No Operation]--> Wood Moy --[(INV) starred_actors]--> Chan Is Missing --[written_by]--> Wayne Wang
Neg LogProb(↓):   0.000353
Path Entropy(↓):  0.003308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was cheerful weather for the wedding released
Start Entity:     Cheerful Weather for the Wedding
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Cheerful Weather for the Wedding --[release_year]--> 2012 --[(INV) release_year]--> Jack Reacher --[release_year]--> 2012
Path (Raw):       Cheerful Weather for the Wedding --[release_year]--> 2012 --[(INV) release_year]--> Jack Reacher --[release_year]--> 2012
Neg LogProb(↓):   2.672541
Path Entropy(↓):  3.639625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in women in trouble
Start Entity:     Women in Trouble
Gold Answer:      [['Adrianne Palicki', 'Carla Gugino', 'Connie Britton']]
Predicted Ans:    Carla Gugino
Predicted Path:   Women in Trouble --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Mighty Macs --[starred_actors]--> Carla Gugino
Path (Raw):       Women in Trouble --[starred_actors]--> Carla Gugino --[(INV) starred_actors]--> The Mighty Macs --[starred_actors]--> Carla Gugino
Neg LogProb(↓):   0.254113
Path Entropy(↓):  0.581680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film city of women
Start Entity:     City of Women
Gold Answer:      [['Manoel de Oliveira', 'Pietro Germi', 'Robert Sheckley', 'George Tabori', 'Alfredo Giannetti', 'Roman Polanski', 'John Boorman', 'Ettore Scola', 'Mario Monicelli', 'Victor Trivas', 'Luchino Visconti', 'Elio Petri', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Michelangelo Antonioni', 'Ennio De Concini', 'Brunello Rondi', 'Marco Ferreri', 'Albert Camus']]
Predicted Ans:    Michelangelo Antonioni
Predicted Path:   City of Women --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[written_by]--> Michelangelo Antonioni
Path (Raw):       City of Women --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[written_by]--> Michelangelo Antonioni
Neg LogProb(↓):   1.159413
Path Entropy(↓):  1.688039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie baby geniuses starred who
Start Entity:     Baby Geniuses
Gold Answer:      [['Christopher Lloyd', 'Kathleen Turner']]
Predicted Ans:    Rutger Hauer
Predicted Path:   Baby Geniuses --[starred_actors]--> Kathleen Turner --[(INV) starred_actors]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Path (Raw):       Baby Geniuses --[starred_actors]--> Kathleen Turner --[(INV) starred_actors]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.010530
Path Entropy(↓):  0.072701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What type of film is the ghost and the darkness
Start Entity:     The Ghost and the Darkness
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   The Ghost and the Darkness --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       The Ghost and the Darkness --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.557270
Path Entropy(↓):  2.476214
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was out california way released
Start Entity:     Out California Way
Gold Answer:      [['1946']]
Predicted Ans:    1946
Predicted Path:   Out California Way --[release_year]--> 1946 --[(INV) release_year]--> My Darling Clementine --[release_year]--> 1946
Path (Raw):       Out California Way --[release_year]--> 1946 --[(INV) release_year]--> My Darling Clementine --[release_year]--> 1946
Neg LogProb(↓):   2.415618
Path Entropy(↓):  3.387061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the machinist
Start Entity:     The Machinist
Gold Answer:      [['Brad Anderson']]
Predicted Ans:    Brad Anderson
Predicted Path:   The Machinist --[directed_by]--> Brad Anderson --[(INV) directed_by]--> The Call --[directed_by]--> Brad Anderson
Path (Raw):       The Machinist --[directed_by]--> Brad Anderson --[(INV) directed_by]--> The Call --[directed_by]--> Brad Anderson
Neg LogProb(↓):   0.866028
Path Entropy(↓):  1.314670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the effect of gamma rays on man - in - the - moon marigolds
Start Entity:     The Effect of Gamma Rays on Man-in-the-Moon Marigolds
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman --[(INV) directed_by]--> Sometimes a Great Notion --[has_genre]--> Drama
Path (Raw):       The Effect of Gamma Rays on Man-in-the-Moon Marigolds --[directed_by]--> Paul Newman --[(INV) directed_by]--> Sometimes a Great Notion --[has_genre]--> Drama
Neg LogProb(↓):   0.023656
Path Entropy(↓):  0.123858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the meteor man are written by who
Start Entity:     The Meteor Man
Gold Answer:      [['Master P', 'Tom McCarthy', 'Johan Grimonprez', 'Steven E. de Souza', 'Graham Greene', 'Robert Townsend', 'Preston A. Whitmore II', 'Michael McCullers', 'John Ridley', 'Aaron Seltzer']]
Predicted Ans:    Preston A. Whitmore II
Predicted Path:   The Meteor Man --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[written_by]--> Preston A. Whitmore II
Path (Raw):       The Meteor Man --[starred_actors]--> Eddie Griffin --[(INV) starred_actors]--> The Walking Dead --[written_by]--> Preston A. Whitmore II
Neg LogProb(↓):   0.004569
Path Entropy(↓):  0.033081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by clotilde hesme
Start Entity:     Clotilde Hesme
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Clotilde Hesme --[(INV) starred_actors]--> Love Songs --[in_language]--> French
Path (Raw):       Clotilde Hesme --[No Operation]--> Clotilde Hesme --[(INV) starred_actors]--> Love Songs --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by interrogation actors
Start Entity:     Interrogation
Gold Answer:      [['Andrzej Wajda']]
Predicted Ans:    Ryszard Bugajski
Predicted Path:   Interrogation --[starred_actors]--> Krystyna Janda --[(INV) starred_actors]--> Interrogation --[directed_by]--> Ryszard Bugajski
Path (Raw):       Interrogation --[starred_actors]--> Krystyna Janda --[(INV) starred_actors]--> Interrogation --[directed_by]--> Ryszard Bugajski
Neg LogProb(↓):   0.011388
Path Entropy(↓):  0.062000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films written by simon boyes
Start Entity:     Simon Boyes
Gold Answer:      [['Max Minghella', 'Michael Gladis']]
Predicted Ans:    Max Minghella
Predicted Path:   Simon Boyes --[(INV) written_by]--> Not Safe for Work --[starred_actors]--> Max Minghella
Path (Raw):       Simon Boyes --[No Operation]--> Simon Boyes --[(INV) written_by]--> Not Safe for Work --[starred_actors]--> Max Minghella
Neg LogProb(↓):   0.009626
Path Entropy(↓):  0.054066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by emile gaudreault starred which actors
Start Entity:     Émile Gaudreault
Gold Answer:      [['Rémy Girard', 'Caroline Dhavernas', 'Michel Côté']]
Predicted Ans:    Caroline Dhavernas
Predicted Path:   Émile Gaudreault --[(INV) directed_by]--> Father and Guns --[starred_actors]--> Caroline Dhavernas
Path (Raw):       Émile Gaudreault --[No Operation]--> Émile Gaudreault --[(INV) directed_by]--> Father and Guns --[starred_actors]--> Caroline Dhavernas
Neg LogProb(↓):   0.090039
Path Entropy(↓):  0.343145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by george e. mather were written by who
Start Entity:     George E. Mather
Gold Answer:      [['Jerrold I. Zinnamon', 'Lewis Simeon']]
Predicted Ans:    Lewis Simeon
Predicted Path:   George E. Mather --[(INV) starred_actors]--> Ring of Terror --[written_by]--> Lewis Simeon
Path (Raw):       George E. Mather --[No Operation]--> George E. Mather --[(INV) starred_actors]--> Ring of Terror --[written_by]--> Lewis Simeon
Neg LogProb(↓):   0.013652
Path Entropy(↓):  0.071779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie scenic route
Start Entity:     Scenic Route
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Scenic Route --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Scenic Route --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.325476
Path Entropy(↓):  4.649612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of ernest goes to africa
Start Entity:     Ernest Goes to Africa
Gold Answer:      [['John R. Cherry III']]
Predicted Ans:    John R. Cherry III
Predicted Path:   Ernest Goes to Africa --[written_by]--> John R. Cherry III --[(INV) written_by]--> Slam Dunk Ernest --[directed_by]--> John R. Cherry III
Path (Raw):       Ernest Goes to Africa --[written_by]--> John R. Cherry III --[(INV) written_by]--> Slam Dunk Ernest --[directed_by]--> John R. Cherry III
Neg LogProb(↓):   0.244742
Path Entropy(↓):  0.736772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the bright lights director
Start Entity:     Bright Lights
Gold Answer:      [['Fred F. Finklehoffe', 'Gene Kelly', 'Richard Sherman', 'Sid Silvers', 'Guy Bolton', 'Howard Emmett Rogers']]
Predicted Ans:    Guy Bolton
Predicted Path:   Bright Lights --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[written_by]--> Guy Bolton
Path (Raw):       Bright Lights --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[written_by]--> Guy Bolton
Neg LogProb(↓):   0.045508
Path Entropy(↓):  0.187718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of i can get it for you wholesale
Start Entity:     I Can Get It for You Wholesale
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   I Can Get It for You Wholesale --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Cyrano de Bergerac --[in_language]--> English
Path (Raw):       I Can Get It for You Wholesale --[directed_by]--> Michael Gordon --[(INV) directed_by]--> Cyrano de Bergerac --[in_language]--> English
Neg LogProb(↓):   0.641843
Path Entropy(↓):  0.695101
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is once upon a time in mexico about
Start Entity:     Once Upon a Time in Mexico
Gold Answer:      [['convoluted plot', 'johnny depp', 'plot', 'robert rodriguez', 'antonio banderas', 'action', 'salma hayek']]
Predicted Ans:    convoluted plot
Predicted Path:   Once Upon a Time in Mexico --[has_tags]--> convoluted plot --[(INV) has_tags]--> Once Upon a Time in Mexico --[has_tags]--> convoluted plot
Path (Raw):       Once Upon a Time in Mexico --[has_tags]--> convoluted plot --[(INV) has_tags]--> Once Upon a Time in Mexico --[has_tags]--> convoluted plot
Neg LogProb(↓):   0.577345
Path Entropy(↓):  0.718240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by rebecka liljeberg
Start Entity:     Rebecka Liljeberg
Gold Answer:      [['Lukas Moodysson']]
Predicted Ans:    Lukas Moodysson
Predicted Path:   Rebecka Liljeberg --[(INV) starred_actors]--> Show Me Love --[written_by]--> Lukas Moodysson
Path (Raw):       Rebecka Liljeberg --[No Operation]--> Rebecka Liljeberg --[(INV) starred_actors]--> Show Me Love --[written_by]--> Lukas Moodysson
Neg LogProb(↓):   0.003334
Path Entropy(↓):  0.022330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie there goes my heart
Start Entity:     There Goes My Heart
Gold Answer:      [['Sheridan Gibney', 'Guy Bolton', 'Jeanie Macpherson', 'Jane Murfin', 'Casey Robinson', 'Harold Lamb', 'Lyle Saxon', 'Jane Cowl', 'C. Gardner Sullivan', 'Tom Stoppard', 'James H. Street', 'Sloan Wilson', 'William A. Wellman', 'Alan Campbell', 'Ernest Lehman', 'Preston Sturges', 'Robert Carson', 'Dorothy Parker', 'Bernard Rose', 'MacKinlay Kantor', 'Waldemar Young', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'Hervey Allen', 'Robert Pirosh', 'Alberto Casella', 'Thorne Smith', 'Claudine West', 'Marc Connelly', 'Rod Serling', 'Claude Lelouch', 'Sidney Buchman', 'Nedrick Young', 'Charles W. Bailey II', 'Fletcher Knebel', 'Edwin Justus Mayer', 'Maxwell Anderson', 'Michel Audiard', 'René Barjavel', 'Mark Twain', 'Mordaunt Shairp', 'Raymond Bernard', 'Ernest Vajda', 'Donald Ogden Stewart', 'Harold Jacob Smith', 'Jerome Lawrence', 'Wilson Barrett', 'Lillian Hellman', 'Thomas Quinn Curtiss', 'Victor Hugo', 'Alain Boublil', 'Moss Hart', 'Herbert Kretzmer', 'Leo Tolstoy', 'William Nicholson', 'Cameron Hawley', 'Joseph Hayes', 'Clara Beranger', 'Elmore Leonard', 'Ben Hecht', 'Hartzell Spence', 'John Lee Mahin', "Eugene O'Neill"]]
Predicted Ans:    Samuel Hoffenstein
Predicted Path:   There Goes My Heart --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Samuel Hoffenstein
Path (Raw):       There Goes My Heart --[starred_actors]--> Fredric March --[(INV) starred_actors]--> Dr. Jekyll and Mr. Hyde --[written_by]--> Samuel Hoffenstein
Neg LogProb(↓):   1.496331
Path Entropy(↓):  3.128846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of jeremiah johnson
Start Entity:     Jeremiah Johnson
Gold Answer:      [['John Gielgud', 'Arnold Schwarzenegger', 'Theodore Bikel', 'Lea Thompson', 'Gino Cervi', 'Cary Grant', 'Nigel Havers', 'Frank McRae', 'Gerry Lopez', 'John Huston', 'Charlie Sheen', 'Sophia Loren', 'Clint Eastwood', 'Marlon Brando', "Peter O'Toole", 'Candice Bergen', 'Michael Caine', 'C. Thomas Howell', 'Adolphe Menjou', 'David Soul', 'Nick Nolte', 'Ben Johnson', 'Marie Windsor', 'Martin Sheen', 'James Garner', 'Arthur Franz', 'Jason Robards', 'Powers Boothe', 'Warren Oates', 'Rachel Nichols', 'Dina Merrill', 'Edward Andrews', 'Robert Ryan', 'Paul Newman', 'Robert Duvall', 'Josh Hutcherson', 'Adrianne Palicki', 'Chris Hemsworth', 'Josh Peck', 'Burt Lancaster', 'Gary Busey', 'James Earl Jones', 'Michelle Phillips', 'Richard Burton', 'Ron Perlman', 'Sean Connery', 'Stephen Lang', 'Frank Sinatra', 'William Katt', 'Gerald Mohr', 'Brian Keith', 'Patrick Swayze', 'Jason Momoa']]
Predicted Ans:    Paul Newman
Predicted Path:   Jeremiah Johnson --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Path (Raw):       Jeremiah Johnson --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[starred_actors]--> Paul Newman
Neg LogProb(↓):   0.218986
Path Entropy(↓):  0.724263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by lana wood
Start Entity:     Lana Wood
Gold Answer:      [['Charles B. Pierce']]
Predicted Ans:    Charles B. Pierce
Predicted Path:   Lana Wood --[(INV) starred_actors]--> Grayeagle --[directed_by]--> Charles B. Pierce
Path (Raw):       Lana Wood --[No Operation]--> Lana Wood --[(INV) starred_actors]--> Grayeagle --[directed_by]--> Charles B. Pierce
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by june squibb release
Start Entity:     June Squibb
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   June Squibb --[(INV) starred_actors]--> Nebraska --[release_year]--> 2013
Path (Raw):       June Squibb --[No Operation]--> June Squibb --[(INV) starred_actors]--> Nebraska --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of we live again also starred in which films
Start Entity:     We Live Again
Gold Answer:      [['The Buccaneer', 'There Goes My Heart', 'One Foot in Heaven', 'A Star Is Born', 'The Man in the Gray Flannel Suit', 'The Best Years of Our Lives', 'The Road to Glory', 'Dr. Jekyll and Mr. Hyde', 'The Eagle and the Hawk', 'Death Takes a Holiday', 'Anthony Adverse', 'I Married a Witch', 'Design for Living', 'Seven Days in May', 'The Adventures of Mark Twain', 'The Bridges at Toko-Ri', "Smilin' Through", 'The Dark Angel', 'Honor Among Lovers', 'Inherit the Wind', 'The Sign of the Cross', 'Les Misérables', 'The Iceman Cometh', 'Nothing Sacred', 'Anna Karenina', 'Executive Suite', 'The Desperate Hours', 'The Wedding Night', 'Hombre', 'The Barretts of Wimpole Street']]
Predicted Ans:    A Star Is Born
Predicted Path:   We Live Again --[starred_actors]--> Fredric March --[(INV) starred_actors]--> A Star Is Born
Path (Raw):       We Live Again --[starred_actors]--> Fredric March --[No Operation]--> Fredric March --[(INV) starred_actors]--> A Star Is Born
Neg LogProb(↓):   1.195107
Path Entropy(↓):  2.222684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by bruce kimmel in
Start Entity:     Bruce Kimmel
Gold Answer:      [['Musical', 'Horror', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Bruce Kimmel --[(INV) starred_actors]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Bruce Kimmel --[No Operation]--> Bruce Kimmel --[(INV) starred_actors]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of two sisters from boston
Start Entity:     Two Sisters from Boston
Gold Answer:      [['Robert E. Sherwood', 'Philip Dunne', 'Clare Boothe Luce', 'Sally Benson', 'Albert Maltz', 'Phoebe Ephron', 'Henry Ephron', 'Robert Nathan', 'William Bowers', 'Frances Gray Patton', 'Adele Comandini', 'Catherine Marshall', 'Felix Jackson', 'Bruce Manning', 'Hanns Kräly', 'Leonardo Bercovici', 'Charles Kenyon', 'Daniel Taradash', 'Daphne Du Maurier', 'Nunnally Johnson', 'Edward Streeter', 'Oscar Millard', 'Norman Corwin', 'Everett Freeman', 'Matteo Garrone', 'Massimo Gaudioso', 'Marco Mariolini', 'Nevil Shute', 'Gina Kaus', 'Eric Hatch', 'Peter Berneis', 'Morrie Ryskind', 'Nora Ephron', 'Annemarie Selinko', 'Mary Chase', 'Joseph Dougherty', 'James Mulhauser', 'Lloyd C. Douglas']]
Predicted Ans:    Bruce Manning
Predicted Path:   Two Sisters from Boston --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[written_by]--> Bruce Manning
Path (Raw):       Two Sisters from Boston --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[written_by]--> Bruce Manning
Neg LogProb(↓):   0.540245
Path Entropy(↓):  1.737187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the musketeer were in which languages
Start Entity:     The Musketeer
Gold Answer:      [['Vietnamese', 'French', 'Portuguese', 'English', 'Japanese', 'German', 'Spanish']]
Predicted Ans:    French
Predicted Path:   The Musketeer --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Path (Raw):       The Musketeer --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Neg LogProb(↓):   0.789794
Path Entropy(↓):  1.875201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of after life
Start Entity:     After Life
Gold Answer:      [['Tadanobu Asano', 'Makiko Esumi', 'Hiei Kimura', 'Ayu Kitaura']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   After Life --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Maborosi --[starred_actors]--> Tadanobu Asano
Path (Raw):       After Life --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Maborosi --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.616132
Path Entropy(↓):  0.822059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by shanker raman released
Start Entity:     Shanker Raman
Gold Answer:      [['2010', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Shanker Raman --[(INV) written_by]--> Frozen --[release_year]--> 2010
Path (Raw):       Shanker Raman --[No Operation]--> Shanker Raman --[(INV) written_by]--> Frozen --[release_year]--> 2010
Neg LogProb(↓):   0.350677
Path Entropy(↓):  0.794609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote through a glass darkly
Start Entity:     Through a Glass Darkly
Gold Answer:      [['Baran bo Odar', 'Kenneth Branagh', 'Alf Sjöberg', 'Jordan Barker', 'Richard Brooks', 'Bille August', 'Steve McQueen', 'Harold Prince', 'Ingmar Bergman', 'Akira Kurosawa', 'Liv Ullmann']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Through a Glass Darkly --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       Through a Glass Darkly --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.850259
Path Entropy(↓):  1.853657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie street scene
Start Entity:     Street Scene
Gold Answer:      [['1933']]
Predicted Ans:    1931
Predicted Path:   Street Scene --[written_by]--> Elmer Rice --[(INV) written_by]--> Street Scene --[release_year]--> 1931
Path (Raw):       Street Scene --[written_by]--> Elmer Rice --[(INV) written_by]--> Street Scene --[release_year]--> 1931
Neg LogProb(↓):   0.000940
Path Entropy(↓):  0.007498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by adam west were written by who
Start Entity:     Adam West
Gold Answer:      [['Daniel Defoe']]
Predicted Ans:    Daniel Defoe
Predicted Path:   Adam West --[(INV) starred_actors]--> Robinson Crusoe on Mars --[written_by]--> Daniel Defoe
Path (Raw):       Adam West --[No Operation]--> Adam West --[(INV) starred_actors]--> Robinson Crusoe on Mars --[written_by]--> Daniel Defoe
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie seven thieves
Start Entity:     Seven Thieves
Gold Answer:      [['Rod Steiger', 'Edward G. Robinson', 'Joan Collins']]
Predicted Ans:    Edward G. Robinson
Predicted Path:   Seven Thieves --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Five Star Final --[starred_actors]--> Edward G. Robinson
Path (Raw):       Seven Thieves --[starred_actors]--> Edward G. Robinson --[(INV) starred_actors]--> Five Star Final --[starred_actors]--> Edward G. Robinson
Neg LogProb(↓):   0.261667
Path Entropy(↓):  0.746914
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of little white lies
Start Entity:     Little White Lies
Gold Answer:      [['Guillaume Canet']]
Predicted Ans:    Guillaume Canet
Predicted Path:   Little White Lies --[written_by]--> Guillaume Canet --[(INV) written_by]--> Blood Ties --[directed_by]--> Guillaume Canet
Path (Raw):       Little White Lies --[written_by]--> Guillaume Canet --[(INV) written_by]--> Blood Ties --[directed_by]--> Guillaume Canet
Neg LogProb(↓):   0.299932
Path Entropy(↓):  0.572814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed top dog
Start Entity:     Top Dog
Gold Answer:      [['Robert Geoffrion', 'Don Carmody']]
Predicted Ans:    Don Carmody
Predicted Path:   Top Dog --[directed_by]--> Aaron Norris --[(INV) directed_by]--> The Hitman --[written_by]--> Don Carmody
Path (Raw):       Top Dog --[directed_by]--> Aaron Norris --[(INV) directed_by]--> The Hitman --[written_by]--> Don Carmody
Neg LogProb(↓):   0.567801
Path Entropy(↓):  1.136497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director lucio fulci co - directed films with who
Start Entity:     Lucio Fulci
Gold Answer:      [['Clarence Brown', 'Gustav Machatý', 'Randal Kleiser']]
Predicted Ans:    Lucio Fulci
Predicted Path:   Lucio Fulci --[(INV) directed_by]--> White Fang --[directed_by]--> Lucio Fulci
Path (Raw):       Lucio Fulci --[No Operation]--> Lucio Fulci --[(INV) directed_by]--> White Fang --[directed_by]--> Lucio Fulci
Neg LogProb(↓):   0.364946
Path Entropy(↓):  0.940639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in turtle diary
Start Entity:     Turtle Diary
Gold Answer:      [['Ben Kingsley', 'Michael Gambon', 'Glenda Jackson']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Turtle Diary --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Fifty Dead Men Walking --[starred_actors]--> Ben Kingsley
Path (Raw):       Turtle Diary --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Fifty Dead Men Walking --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.843431
Path Entropy(↓):  1.117992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the gold rush released
Start Entity:     The Gold Rush
Gold Answer:      [['1925']]
Predicted Ans:    1925
Predicted Path:   The Gold Rush --[release_year]--> 1925 --[(INV) release_year]--> The Pleasure Garden --[release_year]--> 1925
Path (Raw):       The Gold Rush --[release_year]--> 1925 --[(INV) release_year]--> The Pleasure Garden --[release_year]--> 1925
Neg LogProb(↓):   0.782722
Path Entropy(↓):  1.069165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of stuck between stations
Start Entity:     Stuck Between Stations
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Stuck Between Stations --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Stuck Between Stations --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.654859
Path Entropy(↓):  4.797066
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by mabel's married life writers
Start Entity:     Mabel's Married Life
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mabel's Married Life --[written_by]--> Mabel Normand --[(INV) written_by]--> Mabel's Married Life --[has_genre]--> Comedy
Path (Raw):       Mabel's Married Life --[written_by]--> Mabel Normand --[(INV) written_by]--> Mabel's Married Life --[has_genre]--> Comedy
Neg LogProb(↓):   0.001033
Path Entropy(↓):  0.008133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by basil dearden
Start Entity:     Basil Dearden
Gold Answer:      [['Roger Moore']]
Predicted Ans:    Roger Moore
Predicted Path:   Basil Dearden --[(INV) written_by]--> The Man Who Haunted Himself --[starred_actors]--> Roger Moore
Path (Raw):       Basil Dearden --[No Operation]--> Basil Dearden --[(INV) written_by]--> The Man Who Haunted Himself --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by clayton rohner
Start Entity:     Clayton Rohner
Gold Answer:      [['Claudio Fäh']]
Predicted Ans:    Claudio Fäh
Predicted Path:   Clayton Rohner --[(INV) starred_actors]--> Coronado --[written_by]--> Claudio Fäh
Path (Raw):       Clayton Rohner --[No Operation]--> Clayton Rohner --[(INV) starred_actors]--> Coronado --[written_by]--> Claudio Fäh
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film night of the lepus
Start Entity:     Night of the Lepus
Gold Answer:      [['Don Hartman', 'Ray Nazarro', 'Edward Buzzell', 'Stuart Rosenberg', 'Roy Rowland', 'Richard Fleischer', 'Guy Green', 'Richard Quine', 'Walter Lang', 'Henry Koster', 'Jerry Lewis', 'John Frankenheimer', 'Anthony Mann', 'Michael Curtiz', 'George Sidney', 'Gus Van Sant', 'Jack Arnold', 'John Carpenter', 'John Rich', 'John Wayne', 'Burt Balaban', 'Ricou Browning', 'Alexander Hall', 'Jack Webb', 'Kevin Connor', 'Alfred Hitchcock', 'Fred Zinnemann', 'Jules Furthman', 'Orson Welles', 'Josef von Sternberg', 'Rupert Wainwright', 'Clarence Brown']]
Predicted Ans:    Walter Lang
Predicted Path:   Night of the Lepus --[starred_actors]--> Rory Calhoun --[(INV) starred_actors]--> With a Song in My Heart --[directed_by]--> Walter Lang
Path (Raw):       Night of the Lepus --[starred_actors]--> Rory Calhoun --[(INV) starred_actors]--> With a Song in My Heart --[directed_by]--> Walter Lang
Neg LogProb(↓):   0.716584
Path Entropy(↓):  1.418534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the public enemy actors
Start Entity:     The Public Enemy
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Public Enemy --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       The Public Enemy --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.861537
Path Entropy(↓):  2.011040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by daniel goldberg
Start Entity:     Daniel Goldberg
Gold Answer:      [['Mary Gross', 'Rebecca De Mornay']]
Predicted Ans:    Rebecca De Mornay
Predicted Path:   Daniel Goldberg --[(INV) directed_by]--> Feds --[starred_actors]--> Rebecca De Mornay
Path (Raw):       Daniel Goldberg --[No Operation]--> Daniel Goldberg --[(INV) directed_by]--> Feds --[starred_actors]--> Rebecca De Mornay
Neg LogProb(↓):   0.002665
Path Entropy(↓):  0.018439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did george c. wolfe direct
Start Entity:     George C. Wolfe
Gold Answer:      [["You're Not You"]]
Predicted Ans:    You're Not You
Predicted Path:   George C. Wolfe --[(INV) directed_by]--> You're Not You --[directed_by]--> George C. Wolfe --[(INV) directed_by]--> You're Not You
Path (Raw):       George C. Wolfe --[(INV) directed_by]--> You're Not You --[directed_by]--> George C. Wolfe --[(INV) directed_by]--> You're Not You
Neg LogProb(↓):   0.003920
Path Entropy(↓):  0.026124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by owen wilson were directed by who
Start Entity:     Owen Wilson
Gold Answer:      [['Robert Wise', 'Jan de Bont', 'Tom Dey', 'George Armitage', 'Jimmy Hayward', 'Wes Anderson', 'Woody Allen', 'Betty Thomas', 'Shawn Levy', 'Matthew Weiner', 'James L. Brooks', 'Steven Brill', 'Anthony Russo', 'Joe Russo', 'Joe Ranft', 'John Moore', 'David Dobkin', 'Brad Lewis', 'John Lasseter', 'Paul Weitz']]
Predicted Ans:    John Lasseter
Predicted Path:   Owen Wilson --[(INV) starred_actors]--> Cars --[directed_by]--> John Lasseter
Path (Raw):       Owen Wilson --[No Operation]--> Owen Wilson --[(INV) starred_actors]--> Cars --[directed_by]--> John Lasseter
Neg LogProb(↓):   1.009504
Path Entropy(↓):  1.572435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by gary swanson
Start Entity:     Gary Swanson
Gold Answer:      [['1982', '1953']]
Predicted Ans:    1953
Predicted Path:   Gary Swanson --[(INV) starred_actors]--> Vice Squad --[release_year]--> 1953
Path (Raw):       Gary Swanson --[No Operation]--> Gary Swanson --[(INV) starred_actors]--> Vice Squad --[release_year]--> 1953
Neg LogProb(↓):   0.239793
Path Entropy(↓):  0.518178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by grigori kozintsev were directed by who
Start Entity:     Grigori Kozintsev
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'Tony Richardson', 'Kenneth Branagh', 'Laurence Olivier', 'Franco Zeffirelli', 'Leonid Trauberg']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Grigori Kozintsev --[(INV) directed_by]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       Grigori Kozintsev --[No Operation]--> Grigori Kozintsev --[(INV) directed_by]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.360832
Path Entropy(↓):  1.256823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with scott curtis
Start Entity:     Scott Curtis
Gold Answer:      [['Mel Harris', 'Cotter Smith']]
Predicted Ans:    Mel Harris
Predicted Path:   Scott Curtis --[(INV) starred_actors]--> Cameron's Closet --[starred_actors]--> Mel Harris
Path (Raw):       Scott Curtis --[No Operation]--> Scott Curtis --[(INV) starred_actors]--> Cameron's Closet --[starred_actors]--> Mel Harris
Neg LogProb(↓):   0.018728
Path Entropy(↓):  0.095061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie nightcrawler, when was it released
Start Entity:     Nightcrawler
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Nightcrawler --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Path (Raw):       Nightcrawler --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Neg LogProb(↓):   2.842758
Path Entropy(↓):  4.147342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie riders of destiny
Start Entity:     Riders of Destiny
Gold Answer:      [['Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Dudley Nichols', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Charles Schnee', 'Robin Moore', 'Jo Swerling', 'Ernest K. Gann', 'Harry Julian Fink', 'Kathryn Bigelow', 'Harry Brown', 'Ernest Haycox', 'C.E. Scoggins', 'Scott Hale', 'Miles Hood Swarthout', 'Burt Kennedy', 'Ladislas Fodor', 'Dorothy M. Johnson', 'Neil H. Swanson', 'Rita M. Fink', 'Frank S. Nugent', 'James Warner Bellah', 'Andrew J. Fenady', 'James Edward Grant', 'Leslie Bohem', 'William Dale Jennings', 'Wendell Mayes', 'Andrew Geer', 'Marguerite Roberts', 'Garland Roark', 'Stephen Gaghan', 'Charles Portis', 'Alan Le May', 'Thelma Strabel', 'Maurice Walsh', 'James Oliver Curwood', 'Irving Ravetch', 'Harold Bell Wright', 'James Bassett', 'Borden Chase', 'Martha Hyer', 'Rex Beach', 'John Lee Hancock', 'Clair Huffaker', "Louis L'Amour", 'William L. White', 'Lawrence Hazard', 'James Kevin McGuinness', 'Leigh Brackett', 'Jules Furthman', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'Tom Reed', 'George Owen', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', "Eugene O'Neill", 'Willis Goldbeck']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Riders of Destiny --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Riders of Destiny --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.812197
Path Entropy(↓):  3.171228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of live flesh
Start Entity:     Live Flesh
Gold Answer:      [['Leonor Watling', 'Blanca Portillo', 'José Luis Gómez', 'Fele Martínez', 'Daniel Giménez Cacho', 'Cecilia Roth', 'Imanol Arias', 'Lola Dueñas', 'Penélope Cruz', 'Lluís Homar', 'Jan Cornet', 'Javier Cámara', 'Verónica Forqué', 'Marisa Paredes', 'Victoria Abril', 'Miguel Bosé', 'Carmen Maura', 'Gael García Bernal', 'Elena Anaya', 'Antonio Banderas', 'Darío Grandinetti', 'Rosario Flores']]
Predicted Ans:    Antonio Banderas
Predicted Path:   Live Flesh --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Matador --[starred_actors]--> Antonio Banderas
Path (Raw):       Live Flesh --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Matador --[starred_actors]--> Antonio Banderas
Neg LogProb(↓):   0.525584
Path Entropy(↓):  1.195221
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film extreme justice starred which actors
Start Entity:     Extreme Justice
Gold Answer:      [['Lou Diamond Phillips', 'Chelsea Field', 'Scott Glenn']]
Predicted Ans:    Chelsea Field
Predicted Path:   Extreme Justice --[starred_actors]--> Chelsea Field --[(INV) starred_actors]--> Extreme Justice --[starred_actors]--> Chelsea Field
Path (Raw):       Extreme Justice --[starred_actors]--> Chelsea Field --[(INV) starred_actors]--> Extreme Justice --[starred_actors]--> Chelsea Field
Neg LogProb(↓):   0.849422
Path Entropy(↓):  1.478314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the good shepherd about
Start Entity:     The Good Shepherd
Gold Answer:      [['angelina jolie', 'matt damon', 'r', 'robert de niro', 'central intelligence agency']]
Predicted Ans:    central intelligence agency
Predicted Path:   The Good Shepherd --[has_tags]--> central intelligence agency --[(INV) has_tags]--> The Good Shepherd --[has_tags]--> central intelligence agency
Path (Raw):       The Good Shepherd --[has_tags]--> central intelligence agency --[(INV) has_tags]--> The Good Shepherd --[has_tags]--> central intelligence agency
Neg LogProb(↓):   0.049548
Path Entropy(↓):  0.228303
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the movie now is good
Start Entity:     Now Is Good
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Now Is Good --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Now Is Good --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.598841
Path Entropy(↓):  4.726986
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does autumn leaves fall under
Start Entity:     Autumn Leaves
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Autumn Leaves --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Autumn Leaves --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.176633
Path Entropy(↓):  4.487580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the magnetic monster
Start Entity:     The Magnetic Monster
Gold Answer:      [['Ivan Tors', 'Curt Siodmak']]
Predicted Ans:    Frank Telford
Predicted Path:   The Magnetic Monster --[written_by]--> Ivan Tors --[(INV) written_by]--> Hello Down There --[written_by]--> Frank Telford
Path (Raw):       The Magnetic Monster --[written_by]--> Ivan Tors --[(INV) written_by]--> Hello Down There --[written_by]--> Frank Telford
Neg LogProb(↓):   0.778395
Path Entropy(↓):  1.458220
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote 2 days in the valley
Start Entity:     2 Days in the Valley
Gold Answer:      [['John Herzfeld']]
Predicted Ans:    John Herzfeld
Predicted Path:   2 Days in the Valley --[written_by]--> John Herzfeld --[(INV) written_by]--> Two of a Kind --[directed_by]--> John Herzfeld
Path (Raw):       2 Days in the Valley --[written_by]--> John Herzfeld --[(INV) written_by]--> Two of a Kind --[directed_by]--> John Herzfeld
Neg LogProb(↓):   0.004460
Path Entropy(↓):  0.028747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by the d. i. writers
Start Entity:     The D.I.
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The D.I. --[written_by]--> James Lee Barrett --[(INV) written_by]--> The D.I. --[has_genre]--> Drama
Path (Raw):       The D.I. --[written_by]--> James Lee Barrett --[(INV) written_by]--> The D.I. --[has_genre]--> Drama
Neg LogProb(↓):   0.044775
Path Entropy(↓):  0.179798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by the iceman cometh writers release
Start Entity:     The Iceman Cometh
Gold Answer:      [['1963', '1948', '1933', '1940', '1947', '1935', '1958', '1930']]
Predicted Ans:    1940
Predicted Path:   The Iceman Cometh --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Long Voyage Home --[release_year]--> 1940
Path (Raw):       The Iceman Cometh --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Long Voyage Home --[release_year]--> 1940
Neg LogProb(↓):   0.974702
Path Entropy(↓):  1.591470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in killshot
Start Entity:     Killshot
Gold Answer:      [['Romance', 'Sport', 'Documentary', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Killshot --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Killshot --[starred_actors]--> Diane Lane --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   1.018808
Path Entropy(↓):  1.585365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter jehane noujaim
Start Entity:     Jehane Noujaim
Gold Answer:      [['Hassan Ibrahim', 'Samir Khader', 'Josh Rushing']]
Predicted Ans:    Hassan Ibrahim
Predicted Path:   Jehane Noujaim --[(INV) written_by]--> Control Room --[starred_actors]--> Hassan Ibrahim
Path (Raw):       Jehane Noujaim --[No Operation]--> Jehane Noujaim --[(INV) written_by]--> Control Room --[starred_actors]--> Hassan Ibrahim
Neg LogProb(↓):   0.009624
Path Entropy(↓):  0.060687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of hans rameau written films
Start Entity:     Hans Rameau
Gold Answer:      [['Mervyn LeRoy', 'James Whale']]
Predicted Ans:    James Whale
Predicted Path:   Hans Rameau --[(INV) written_by]--> Waterloo Bridge --[directed_by]--> James Whale
Path (Raw):       Hans Rameau --[No Operation]--> Hans Rameau --[(INV) written_by]--> Waterloo Bridge --[directed_by]--> James Whale
Neg LogProb(↓):   0.076439
Path Entropy(↓):  0.262830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was donald rice the writer of
Start Entity:     Donald Rice
Gold Answer:      [['Cheerful Weather for the Wedding']]
Predicted Ans:    Cheerful Weather for the Wedding
Predicted Path:   Donald Rice --[(INV) written_by]--> Cheerful Weather for the Wedding --[written_by]--> Julia Strachey --[(INV) written_by]--> Cheerful Weather for the Wedding
Path (Raw):       Donald Rice --[(INV) written_by]--> Cheerful Weather for the Wedding --[written_by]--> Julia Strachey --[(INV) written_by]--> Cheerful Weather for the Wedding
Neg LogProb(↓):   0.000160
Path Entropy(↓):  0.001670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie lacombe, lucien released
Start Entity:     Lacombe, Lucien
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Lacombe, Lucien --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Lacombe, Lucien --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.609932
Path Entropy(↓):  3.915734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film captain eo
Start Entity:     Captain EO
Gold Answer:      [['N. Richard Nash', 'Richard Price', 'Nicholas Proffitt', 'Mario Puzo', 'Daniel Chuba', 'David C. Wilson', 'John Milius', 'David Benedictus', 'Woody Allen', 'Jerry Leichtling', 'Arlene Sarner', 'William Malone', 'Michael Herr', 'Sofia Coppola', 'John Grisham', 'Francis Ford Coppola', 'E.Y. Harburg', 'Mircea Eliade', 'Fred Saidy', 'Jack Hill', 'William Kennedy', 'S.E. Hinton']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Captain EO --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[written_by]--> Francis Ford Coppola
Path (Raw):       Captain EO --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> The Godfather --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   1.302235
Path Entropy(↓):  2.351995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of big night
Start Entity:     Big Night
Gold Answer:      [["A Midsummer Night's Dream", 'Paulie', 'The Last Shot', 'Spin', 'In Too Deep', 'A Modern Affair', 'Conspiracy', 'Galaxy Quest', 'Jack the Giant Slayer', "Joe Gould's Secret", 'The Lovely Bones', 'The Daytrippers', 'Jury Duty', 'The Devil Wears Prada', 'The Siege', 'The Alarmist', 'The Impostors', 'The Hunger Games']]
Predicted Ans:    A Midsummer Night's Dream
Predicted Path:   Big Night --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream
Path (Raw):       Big Night --[starred_actors]--> Stanley Tucci --[No Operation]--> Stanley Tucci --[(INV) starred_actors]--> A Midsummer Night's Dream
Neg LogProb(↓):   0.213066
Path Entropy(↓):  0.781318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by rudolph mate
Start Entity:     Rudolph Maté
Gold Answer:      [['1988', '1950', '1951', '1955', '1958']]
Predicted Ans:    1958
Predicted Path:   Rudolph Maté --[(INV) directed_by]--> The Deep Six --[release_year]--> 1958
Path (Raw):       Rudolph Maté --[No Operation]--> Rudolph Maté --[(INV) directed_by]--> The Deep Six --[release_year]--> 1958
Neg LogProb(↓):   0.782253
Path Entropy(↓):  1.428367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by nicole kidman were released in which years
Start Entity:     Nicole Kidman
Gold Answer:      [['2003', '1992', '1993', '2007', '1998', '2009', '2010', '2004', '2014', '1995', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1997', '1975', '2005', '1991', '1945']]
Predicted Ans:    2001
Predicted Path:   Nicole Kidman --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Path (Raw):       Nicole Kidman --[No Operation]--> Nicole Kidman --[(INV) starred_actors]--> Birthday Girl --[release_year]--> 2001
Neg LogProb(↓):   0.951303
Path Entropy(↓):  1.932003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of harvard man is also the director of which movies
Start Entity:     Harvard Man
Gold Answer:      [['When Will I Be Loved', 'Exposed', 'Fingers', 'Seduced and Abandoned', 'The Pick-up Artist', 'Two Girls and a Guy', 'Tyson']]
Predicted Ans:    When Will I Be Loved
Predicted Path:   Harvard Man --[directed_by]--> James Toback --[(INV) directed_by]--> When Will I Be Loved
Path (Raw):       Harvard Man --[directed_by]--> James Toback --[(INV) directed_by]--> When Will I Be Loved --[No Operation]--> When Will I Be Loved
Neg LogProb(↓):   1.103541
Path Entropy(↓):  1.660334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by don mckellar
Start Entity:     Don McKellar
Gold Answer:      [['Drama', 'Music', 'Romance']]
Predicted Ans:    epidemic
Predicted Path:   Don McKellar --[(INV) written_by]--> Blindness --[has_tags]--> epidemic
Path (Raw):       Don McKellar --[No Operation]--> Don McKellar --[(INV) written_by]--> Blindness --[has_tags]--> epidemic
Neg LogProb(↓):   0.874157
Path Entropy(↓):  1.233213
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by alice waters were in which genres
Start Entity:     Alice Waters
Gold Answer:      [['Documentary', 'Short']]
Predicted Ans:    Documentary
Predicted Path:   Alice Waters --[(INV) starred_actors]--> Werner Herzog Eats His Shoe --[has_genre]--> Documentary
Path (Raw):       Alice Waters --[No Operation]--> Alice Waters --[(INV) starred_actors]--> Werner Herzog Eats His Shoe --[has_genre]--> Documentary
Neg LogProb(↓):   0.001459
Path Entropy(↓):  0.010976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie impulse
Start Entity:     Impulse
Gold Answer:      [['1970', '1946', '1944', '1992', '1993', '2006', '1985', '1979', '1951', '1994', '1947', '1983', '1990', '1989', '1996', '1981', '1988', '1997', '1960', '1991', '1986']]
Predicted Ans:    1993
Predicted Path:   Impulse --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[release_year]--> 1993
Path (Raw):       Impulse --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[release_year]--> 1993
Neg LogProb(↓):   0.295071
Path Entropy(↓):  0.725818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by michael holroyd release
Start Entity:     Michael Holroyd
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Michael Holroyd --[(INV) written_by]--> Carrington --[release_year]--> 1995
Path (Raw):       Michael Holroyd --[No Operation]--> Michael Holroyd --[(INV) written_by]--> Carrington --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in federico fellini acted films
Start Entity:     Federico Fellini
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Federico Fellini --[(INV) starred_actors]--> The Clowns --[in_language]--> Italian
Path (Raw):       Federico Fellini --[No Operation]--> Federico Fellini --[(INV) starred_actors]--> The Clowns --[in_language]--> Italian
Neg LogProb(↓):   0.003964
Path Entropy(↓):  0.031504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was daniel quinn a writer on
Start Entity:     Daniel Quinn
Gold Answer:      [['Instinct']]
Predicted Ans:    Instinct
Predicted Path:   Daniel Quinn --[(INV) written_by]--> Instinct --[written_by]--> Daniel Quinn --[(INV) written_by]--> Instinct
Path (Raw):       Daniel Quinn --[(INV) written_by]--> Instinct --[written_by]--> Daniel Quinn --[(INV) written_by]--> Instinct
Neg LogProb(↓):   0.055968
Path Entropy(↓):  0.211361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote hi diddle diddle
Start Entity:     Hi Diddle Diddle
Gold Answer:      [['1953', '1960', '1956', '1952']]
Predicted Ans:    1943
Predicted Path:   Hi Diddle Diddle --[written_by]--> Andrew L. Stone --[(INV) written_by]--> Hi Diddle Diddle --[release_year]--> 1943
Path (Raw):       Hi Diddle Diddle --[written_by]--> Andrew L. Stone --[(INV) written_by]--> Hi Diddle Diddle --[release_year]--> 1943
Neg LogProb(↓):   0.003657
Path Entropy(↓):  0.027543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie did jimmy huston write
Start Entity:     Jimmy Huston
Gold Answer:      [['Running Scared']]
Predicted Ans:    Running Scared
Predicted Path:   Jimmy Huston --[(INV) written_by]--> Running Scared --[written_by]--> Jimmy Huston --[(INV) written_by]--> Running Scared
Path (Raw):       Jimmy Huston --[(INV) written_by]--> Running Scared --[written_by]--> Jimmy Huston --[(INV) written_by]--> Running Scared
Neg LogProb(↓):   0.034543
Path Entropy(↓):  0.148261
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was crush directed by
Start Entity:     Crush
Gold Answer:      [['Alison Maclean']]
Predicted Ans:    Alison Maclean
Predicted Path:   Crush --[directed_by]--> Alison Maclean --[(INV) directed_by]--> Jesus' Son --[directed_by]--> Alison Maclean
Path (Raw):       Crush --[directed_by]--> Alison Maclean --[(INV) directed_by]--> Jesus' Son --[directed_by]--> Alison Maclean
Neg LogProb(↓):   0.075148
Path Entropy(↓):  0.288365
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed a tale of two cities
Start Entity:     A Tale of Two Cities
Gold Answer:      [['Wallace Sullivan', 'John Fusco', 'Frederic Wakeman', 'Howard Emmett Rogers', 'John Buchan', 'Lizzie Mickery', 'George Oppenheimer', 'James Edward Grant', 'Nicholas Phipps', 'Edgecumb Pinchon', 'O.B. Stade', 'Richard Gordon', 'Maurice Leblanc', 'Francis de Croisset', 'Shonda Rhimes', 'Anita Loos', 'Ben Hecht', 'Jack Davies', 'Rida Johnson Young', 'Maurine Dallas Watkins']]
Predicted Ans:    John Fusco
Predicted Path:   A Tale of Two Cities --[directed_by]--> Jack Conway --[(INV) directed_by]--> Crossroads --[written_by]--> John Fusco
Path (Raw):       A Tale of Two Cities --[directed_by]--> Jack Conway --[(INV) directed_by]--> Crossroads --[written_by]--> John Fusco
Neg LogProb(↓):   0.468758
Path Entropy(↓):  1.232182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of criss cross
Start Entity:     Criss Cross
Gold Answer:      [['The Professionals', 'Vengeance Valley', 'Local Hero', 'Tough Guys', 'Gunfight at the O.K. Corral', 'The Killers', 'The Scalphunters', 'Vera Cruz', 'Sweet Smell of Success', 'From Here to Eternity', "Ulzana's Raid", 'Castle Keep', 'Apache', 'Sorry, Wrong Number', 'The Leopard', 'The Swimmer', 'Seven Days in May', 'A Child Is Waiting', 'Come Back, Little Sheba', 'Conversation Piece', 'The Rose Tattoo', 'The Young Savages', 'Birdman of Alcatraz', 'The Rainmaker', 'The Kentuckian', 'Scorpio', 'The Island of Dr. Moreau', 'Atlantic City', 'Brute Force', 'The Gypsy Moths', 'Judgment at Nuremberg', 'The Unforgiven', 'Elmer Gantry', 'The Train', 'Go Tell the Spartans', 'Valdez Is Coming', 'Rocket Gibraltar', 'Trapeze', 'The Flame and the Arrow', 'The Crimson Pirate', 'Airport', 'The Hallelujah Trail', 'Lawman', "Twilight's Last Gleaming", 'Ten Tall Men', 'Mister 880']]
Predicted Ans:    The Train
Predicted Path:   Criss Cross --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Train
Path (Raw):       Criss Cross --[starred_actors]--> Burt Lancaster --[No Operation]--> Burt Lancaster --[(INV) starred_actors]--> The Train
Neg LogProb(↓):   0.938482
Path Entropy(↓):  1.717288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by bruno kirby
Start Entity:     Bruno Kirby
Gold Answer:      [['Albert Brooks', 'John Madden', 'Ron Underwood', 'Mike Newell']]
Predicted Ans:    Mike Newell
Predicted Path:   Bruno Kirby --[(INV) starred_actors]--> Donnie Brasco --[directed_by]--> Mike Newell
Path (Raw):       Bruno Kirby --[No Operation]--> Bruno Kirby --[(INV) starred_actors]--> Donnie Brasco --[directed_by]--> Mike Newell
Neg LogProb(↓):   0.012411
Path Entropy(↓):  0.071310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of the rabbi's cat
Start Entity:     The Rabbi's Cat
Gold Answer:      [['Antoine Delesvaux', 'Joann Sfar']]
Predicted Ans:    Antoine Delesvaux
Predicted Path:   The Rabbi's Cat --[directed_by]--> Antoine Delesvaux --[(INV) directed_by]--> The Rabbi's Cat --[directed_by]--> Antoine Delesvaux
Path (Raw):       The Rabbi's Cat --[directed_by]--> Antoine Delesvaux --[(INV) directed_by]--> The Rabbi's Cat --[directed_by]--> Antoine Delesvaux
Neg LogProb(↓):   0.701620
Path Entropy(↓):  0.948610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by kathryn hulme
Start Entity:     Kathryn Hulme
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Kathryn Hulme --[(INV) written_by]--> The Nun's Story --[release_year]--> 1959
Path (Raw):       Kathryn Hulme --[No Operation]--> Kathryn Hulme --[(INV) written_by]--> The Nun's Story --[release_year]--> 1959
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie ice men
Start Entity:     Ice Men
Gold Answer:      [['Jane Loughman', 'Andrew Neiderman', 'Sandor Stern', 'Vincenzo Natali', 'David Hewlett', 'William Phillips', 'Andrew Miller']]
Predicted Ans:    Vincenzo Natali
Predicted Path:   Ice Men --[starred_actors]--> David Hewlett --[(INV) starred_actors]--> Nothing --[written_by]--> Vincenzo Natali
Path (Raw):       Ice Men --[starred_actors]--> David Hewlett --[(INV) starred_actors]--> Nothing --[written_by]--> Vincenzo Natali
Neg LogProb(↓):   0.000525
Path Entropy(↓):  0.005191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing time out
Start Entity:     Time Out
Gold Answer:      [['laurent cantet']]
Predicted Ans:    laurent cantet
Predicted Path:   Time Out --[has_tags]--> laurent cantet --[(INV) has_tags]--> Time Out --[has_tags]--> laurent cantet
Path (Raw):       Time Out --[has_tags]--> laurent cantet --[(INV) has_tags]--> Time Out --[has_tags]--> laurent cantet
Neg LogProb(↓):   0.000984
Path Entropy(↓):  0.007799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie only the strong
Start Entity:     Only the Strong
Gold Answer:      [['Sheldon Lettich']]
Predicted Ans:    Sheldon Lettich
Predicted Path:   Only the Strong --[written_by]--> Sheldon Lettich --[(INV) written_by]--> Double Impact --[written_by]--> Sheldon Lettich
Path (Raw):       Only the Strong --[written_by]--> Sheldon Lettich --[(INV) written_by]--> Double Impact --[written_by]--> Sheldon Lettich
Neg LogProb(↓):   0.036274
Path Entropy(↓):  0.171655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed mountains of the moon
Start Entity:     Mountains of the Moon
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mountains of the Moon --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> The Postman Always Rings Twice --[has_genre]--> Drama
Path (Raw):       Mountains of the Moon --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> The Postman Always Rings Twice --[has_genre]--> Drama
Neg LogProb(↓):   0.863130
Path Entropy(↓):  1.072718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the world's fastest indian
Start Entity:     The World's Fastest Indian
Gold Answer:      [['Mende', 'English', 'Cornish', 'Old English', 'Russian']]
Predicted Ans:    English
Predicted Path:   The World's Fastest Indian --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       The World's Fastest Indian --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   1.917746
Path Entropy(↓):  1.435459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by arthur barron
Start Entity:     Arthur Barron
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Arthur Barron --[(INV) directed_by]--> Jeremy --[release_year]--> 1973
Path (Raw):       Arthur Barron --[No Operation]--> Arthur Barron --[(INV) directed_by]--> Jeremy --[release_year]--> 1973
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000218
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the last circus
Start Entity:     The Last Circus
Gold Answer:      [['Guillermo Martínez', 'Álex de la Iglesia']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   The Last Circus --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> The Oxford Murders --[written_by]--> Álex de la Iglesia
Path (Raw):       The Last Circus --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> The Oxford Murders --[written_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.185622
Path Entropy(↓):  0.556211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by guy kibbee were released in which years
Start Entity:     Guy Kibbee
Gold Answer:      [['1924', '1939', '1936']]
Predicted Ans:    1936
Predicted Path:   Guy Kibbee --[(INV) starred_actors]--> Captain January --[release_year]--> 1936
Path (Raw):       Guy Kibbee --[No Operation]--> Guy Kibbee --[(INV) starred_actors]--> Captain January --[release_year]--> 1936
Neg LogProb(↓):   0.115595
Path Entropy(↓):  0.364644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film now you see me
Start Entity:     Now You See Me
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1975', '2005', '1991', '1999']]
Predicted Ans:    2008
Predicted Path:   Now You See Me --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude --[release_year]--> 2008
Path (Raw):       Now You See Me --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Surfer, Dude --[release_year]--> 2008
Neg LogProb(↓):   1.637593
Path Entropy(↓):  2.877634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor nicole garcia starred together with who
Start Entity:     Nicole Garcia
Gold Answer:      [['Ludivine Sagnier', 'Bernard Giraudeau']]
Predicted Ans:    Ludivine Sagnier
Predicted Path:   Nicole Garcia --[(INV) starred_actors]--> Little Lili --[starred_actors]--> Ludivine Sagnier
Path (Raw):       Nicole Garcia --[No Operation]--> Nicole Garcia --[(INV) starred_actors]--> Little Lili --[starred_actors]--> Ludivine Sagnier
Neg LogProb(↓):   0.059118
Path Entropy(↓):  0.231031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did mark medoff write the story for
Start Entity:     Mark Medoff
Gold Answer:      [['Children of a Lesser God', "Clara's Heart", 'City of Joy']]
Predicted Ans:    City of Joy
Predicted Path:   Mark Medoff --[(INV) written_by]--> City of Joy --[written_by]--> Mark Medoff --[(INV) written_by]--> City of Joy
Path (Raw):       Mark Medoff --[(INV) written_by]--> City of Joy --[written_by]--> Mark Medoff --[(INV) written_by]--> City of Joy
Neg LogProb(↓):   0.066665
Path Entropy(↓):  0.332647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with jerusalem fall under
Start Entity:     Jerusalem
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Jerusalem --[written_by]--> Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[has_genre]--> Horror
Path (Raw):       Jerusalem --[written_by]--> Selma Lagerlöf --[(INV) written_by]--> The Phantom Carriage --[has_genre]--> Horror
Neg LogProb(↓):   0.013696
Path Entropy(↓):  0.071972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does neve campbell appear in
Start Entity:     Neve Campbell
Gold Answer:      [['Wild Things', '54', 'When Will I Be Loved', 'The Company', 'Panic', 'I Really Hate My Job', 'Blind Horizon', 'Three to Tango', 'The Craft']]
Predicted Ans:    When Will I Be Loved
Predicted Path:   Neve Campbell --[(INV) starred_actors]--> When Will I Be Loved --[starred_actors]--> Neve Campbell --[(INV) starred_actors]--> When Will I Be Loved
Path (Raw):       Neve Campbell --[(INV) starred_actors]--> When Will I Be Loved --[starred_actors]--> Neve Campbell --[(INV) starred_actors]--> When Will I Be Loved
Neg LogProb(↓):   0.000302
Path Entropy(↓):  0.003369
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by zach braff in
Start Entity:     Zach Braff
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Zach Braff --[(INV) written_by]--> Garden State --[has_genre]--> Comedy
Path (Raw):       Zach Braff --[No Operation]--> Zach Braff --[(INV) written_by]--> Garden State --[has_genre]--> Comedy
Neg LogProb(↓):   0.841086
Path Entropy(↓):  1.312007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does amza pellea act in
Start Entity:     Amza Pellea
Gold Answer:      [['Uncle Marin, the Billionaire']]
Predicted Ans:    Uncle Marin, the Billionaire
Predicted Path:   Amza Pellea --[(INV) starred_actors]--> Uncle Marin, the Billionaire --[starred_actors]--> Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire
Path (Raw):       Amza Pellea --[(INV) starred_actors]--> Uncle Marin, the Billionaire --[starred_actors]--> Draga Olteanu Matei --[(INV) starred_actors]--> Uncle Marin, the Billionaire
Neg LogProb(↓):   0.000878
Path Entropy(↓):  0.007189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by tom shadyac
Start Entity:     Tom Shadyac
Gold Answer:      [['1998', '1997', '2003', '2002', '2007']]
Predicted Ans:    2007
Predicted Path:   Tom Shadyac --[(INV) directed_by]--> Evan Almighty --[release_year]--> 2007
Path (Raw):       Tom Shadyac --[No Operation]--> Tom Shadyac --[(INV) directed_by]--> Evan Almighty --[release_year]--> 2007
Neg LogProb(↓):   0.818106
Path Entropy(↓):  1.266428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the mambo kings
Start Entity:     The Mambo Kings
Gold Answer:      [['Sean Connery', 'Laurence Fishburne']]
Predicted Ans:    Sean Connery
Predicted Path:   The Mambo Kings --[directed_by]--> Arne Glimcher --[(INV) directed_by]--> Just Cause --[starred_actors]--> Sean Connery
Path (Raw):       The Mambo Kings --[directed_by]--> Arne Glimcher --[(INV) directed_by]--> Just Cause --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.665773
Path Entropy(↓):  0.959610
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film red lights
Start Entity:     Red Lights
Gold Answer:      [['thriller', 'cillian murphy', 'sigourney weaver', 'robert de niro']]
Predicted Ans:    sigourney weaver
Predicted Path:   Red Lights --[has_tags]--> sigourney weaver --[(INV) has_tags]--> Red Lights --[has_tags]--> sigourney weaver
Path (Raw):       Red Lights --[has_tags]--> sigourney weaver --[(INV) has_tags]--> Red Lights --[has_tags]--> sigourney weaver
Neg LogProb(↓):   0.115464
Path Entropy(↓):  0.480017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of quality street
Start Entity:     Quality Street
Gold Answer:      [['On Our Merry Way', 'Gunga Din', 'The Greatest Story Ever Told', 'Giant', 'Alice Adams', 'Annie Oakley', 'The Diary of Anne Frank', 'Shane', 'A Damsel in Distress', 'Penny Serenade', 'The More the Merrier', 'Woman of the Year', 'Swing Time', 'The Talk of the Town', 'Vivacious Lady', 'A Place in the Sun']]
Predicted Ans:    Gunga Din
Predicted Path:   Quality Street --[directed_by]--> George Stevens --[(INV) directed_by]--> Gunga Din
Path (Raw):       Quality Street --[directed_by]--> George Stevens --[(INV) directed_by]--> Gunga Din --[No Operation]--> Gunga Din
Neg LogProb(↓):   1.041732
Path Entropy(↓):  1.755845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with little fauss and big halsy fall under
Start Entity:     Little Fauss and Big Halsy
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Little Fauss and Big Halsy --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Brubaker --[has_genre]--> Drama
Path (Raw):       Little Fauss and Big Halsy --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Brubaker --[has_genre]--> Drama
Neg LogProb(↓):   1.541933
Path Entropy(↓):  2.640034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did teresa palmer act in
Start Entity:     Teresa Palmer
Gold Answer:      [['Warm Bodies', 'Restraint', "The Sorcerer's Apprentice", 'I Am Number Four']]
Predicted Ans:    Warm Bodies
Predicted Path:   Teresa Palmer --[(INV) starred_actors]--> Warm Bodies --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> Warm Bodies
Path (Raw):       Teresa Palmer --[(INV) starred_actors]--> Warm Bodies --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> Warm Bodies
Neg LogProb(↓):   0.199962
Path Entropy(↓):  0.600504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by frank faylen release
Start Entity:     Frank Faylen
Gold Answer:      [['1954', '1953']]
Predicted Ans:    1954
Predicted Path:   Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[release_year]--> 1954
Path (Raw):       Frank Faylen --[No Operation]--> Frank Faylen --[(INV) starred_actors]--> Riot in Cell Block 11 --[release_year]--> 1954
Neg LogProb(↓):   0.055302
Path Entropy(↓):  0.209558
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe mr. freedom in a few words
Start Entity:     Mr. Freedom
Gold Answer:      [['william klein']]
Predicted Ans:    william klein
Predicted Path:   Mr. Freedom --[has_tags]--> william klein --[(INV) has_tags]--> Mr. Freedom --[has_tags]--> william klein
Path (Raw):       Mr. Freedom --[has_tags]--> william klein --[(INV) has_tags]--> Mr. Freedom --[has_tags]--> william klein
Neg LogProb(↓):   0.001007
Path Entropy(↓):  0.007954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film relentless
Start Entity:     Relentless
Gold Answer:      [['David E. Kelley', 'Lester Wm. Berke', 'John McPartland', 'Bob Clark', 'Richard Condon', 'William H. Macy', 'Janet Roach', 'Steven Schachter', 'Kenneth Johnson', 'Ross Macdonald', 'James Naughtie', 'Nicholas Conde', 'Kevin Reynolds', 'Peter Lefcourt', 'Tom Holland', 'Nick Cave', 'Robert Bloch', 'Wallace Wolodarsky', 'Gabriel Sabloff', 'Timothy Ratajczak', 'Jerome Bixby', 'Anne Spielberg', 'Gary Ross', 'Peter Morgan']]
Predicted Ans:    William H. Macy
Predicted Path:   Relentless --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[written_by]--> William H. Macy
Path (Raw):       Relentless --[starred_actors]--> Robert Loggia --[(INV) starred_actors]--> The Deal --[written_by]--> William H. Macy
Neg LogProb(↓):   0.128161
Path Entropy(↓):  0.553079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor nigel davenport acted together with who
Start Entity:     Nigel Davenport
Gold Answer:      [['Michael Murphy', 'Lynne Frederick', 'David Thewlis', 'John Hamill', 'Val Kilmer', 'Fairuza Balk', 'Marlon Brando', 'Michael York', 'Barbara Carrera', 'Geoffrey Keen', 'Burt Lancaster', 'Jean Wallace', 'Susan Hampshire']]
Predicted Ans:    Marlon Brando
Predicted Path:   Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau --[starred_actors]--> Marlon Brando
Path (Raw):       Nigel Davenport --[No Operation]--> Nigel Davenport --[(INV) starred_actors]--> The Island of Dr. Moreau --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   1.273645
Path Entropy(↓):  1.664730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the company you keep were in which genres
Start Entity:     The Company You Keep
Gold Answer:      [['Drama', 'Mystery', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Company You Keep --[written_by]--> Lem Dobbs --[(INV) written_by]--> The Company You Keep --[has_genre]--> Thriller
Path (Raw):       The Company You Keep --[written_by]--> Lem Dobbs --[(INV) written_by]--> The Company You Keep --[has_genre]--> Thriller
Neg LogProb(↓):   1.310421
Path Entropy(↓):  1.699702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with cradle will rock
Start Entity:     Cradle Will Rock
Gold Answer:      [['Bob Roberts', 'Dead Man Walking']]
Predicted Ans:    Dead Man Walking
Predicted Path:   Cradle Will Rock --[written_by]--> Tim Robbins --[(INV) written_by]--> Dead Man Walking
Path (Raw):       Cradle Will Rock --[written_by]--> Tim Robbins --[(INV) written_by]--> Dead Man Walking --[No Operation]--> Dead Man Walking
Neg LogProb(↓):   0.231538
Path Entropy(↓):  0.629270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the last word were released in which years
Start Entity:     The Last Word
Gold Answer:      [['1993', '2007', '1939', '1933', '2009', '1994', '2001', '1990', '1940', '1996', '2002', '2012', '2011', '1988', '1934', '2000', '1949', '1929', '1999']]
Predicted Ans:    2011
Predicted Path:   The Last Word --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> There Be Dragons --[release_year]--> 2011
Path (Raw):       The Last Word --[starred_actors]--> Wes Bentley --[(INV) starred_actors]--> There Be Dragons --[release_year]--> 2011
Neg LogProb(↓):   0.901121
Path Entropy(↓):  0.759882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the lost weekend also wrote which films
Start Entity:     The Lost Weekend
Gold Answer:      [['Buddy Buddy', 'Sabrina', 'A Song Is Born', 'Irma la Douce', 'Hold Back the Dawn', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Emperor Waltz', 'Ninotchka', 'Arise, My Love', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Spirit of St. Louis', 'Midnight', 'The Seven Year Itch', 'Some Like It Hot', 'Avanti!', 'The Major and the Minor', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    The Major and the Minor
Predicted Path:   The Lost Weekend --[written_by]--> Billy Wilder --[(INV) written_by]--> The Major and the Minor
Path (Raw):       The Lost Weekend --[written_by]--> Billy Wilder --[(INV) written_by]--> The Major and the Minor --[No Operation]--> The Major and the Minor
Neg LogProb(↓):   1.935843
Path Entropy(↓):  2.679746
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about bisexual
Start Entity:     bisexual
Gold Answer:      [['Personal Best', 'Young and Wild']]
Predicted Ans:    Young and Wild
Predicted Path:   bisexual --[(INV) has_tags]--> Young and Wild --[has_tags]--> bisexual --[(INV) has_tags]--> Young and Wild
Path (Raw):       bisexual --[(INV) has_tags]--> Young and Wild --[has_tags]--> bisexual --[(INV) has_tags]--> Young and Wild
Neg LogProb(↓):   0.040859
Path Entropy(↓):  0.215289
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed true crime
Start Entity:     True Crime
Gold Answer:      [['Clint Eastwood']]
Predicted Ans:    Pat Verducci
Predicted Path:   True Crime --[directed_by]--> Pat Verducci --[(INV) directed_by]--> True Crime --[directed_by]--> Pat Verducci
Path (Raw):       True Crime --[directed_by]--> Pat Verducci --[(INV) directed_by]--> True Crime --[directed_by]--> Pat Verducci
Neg LogProb(↓):   0.229474
Path Entropy(↓):  0.555267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the movies directed by bob spiers
Start Entity:     Bob Spiers
Gold Answer:      [['Scott Alexander', 'Larry Karaszewski', 'Jamie Curtis', 'Spice Girls', 'Kim Fuller', 'Mildred Gordon']]
Predicted Ans:    Scott Alexander
Predicted Path:   Bob Spiers --[(INV) directed_by]--> That Darn Cat --[written_by]--> Scott Alexander
Path (Raw):       Bob Spiers --[No Operation]--> Bob Spiers --[(INV) directed_by]--> That Darn Cat --[written_by]--> Scott Alexander
Neg LogProb(↓):   0.013426
Path Entropy(↓):  0.076672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film flatliners
Start Entity:     Flatliners
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1984', '1977', '2007', '1998', '1939', '2009', '2010', '2004', '1973', '1994', '1995', '1948', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2010
Predicted Path:   Flatliners --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[release_year]--> 2010
Path (Raw):       Flatliners --[starred_actors]--> Kevin Bacon --[(INV) starred_actors]--> The Big Picture --[release_year]--> 2010
Neg LogProb(↓):   1.392484
Path Entropy(↓):  2.738123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie isadora
Start Entity:     Isadora
Gold Answer:      [['Daniel Mann', 'John Schlesinger', 'Stephen Frears', 'Erick Zonca', 'Menahem Golan', 'Bud Yorkin', 'Jonathan Demme', 'Nicolas Roeg', 'James Gray', 'Ron Howard', 'Michael Apted', 'Roland Emmerich', 'Jerry Jameson', 'Mimi Leder', 'Henry Jaglom', 'Charles Jarrott', 'Aki Kaurismäki', 'Jerry Schatzberg', 'Jocelyn Moorhouse', 'Robert Ellis Miller', 'Nicholas Meyer', 'Henry King', 'Anatole Litvak', 'Bryan Forbes', 'Stephen Sommers', 'Ken Russell', 'Marleen Gorris', "Peter O'Fallon", 'Sergio Leone', 'Marc Rocco', 'Herbert Ross', 'Donald Cammell', 'Joshua Logan', 'Harmony Korine', 'Joseph Losey', 'Joseph Sargent', 'Dalton Trumbo', 'John Sturges', 'Fred Schepisi', 'Anthony B. Richmond', 'Fielder Cook', 'Roger Corman', 'Fred Zinnemann', 'Jack Clayton', 'Josef von Sternberg', 'Sam Peckinpah', 'John Irvin', 'Alan J. Pakula']]
Predicted Ans:    Sergio Leone
Predicted Path:   Isadora --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Path (Raw):       Isadora --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Neg LogProb(↓):   1.012843
Path Entropy(↓):  1.965115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the gauntlet starred who
Start Entity:     The Gauntlet
Gold Answer:      [['Pat Hingle', 'Sondra Locke', 'William Prince', 'Clint Eastwood']]
Predicted Ans:    Clint Eastwood
Predicted Path:   The Gauntlet --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[starred_actors]--> Clint Eastwood
Path (Raw):       The Gauntlet --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.180613
Path Entropy(↓):  0.515090
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of stand up and cheer!
Start Entity:     Stand Up and Cheer!
Gold Answer:      [['Warner Oland', 'Marguerite Churchill', 'John Garrick']]
Predicted Ans:    Warner Oland
Predicted Path:   Stand Up and Cheer! --[directed_by]--> Hamilton MacFadden --[(INV) directed_by]--> Charlie Chan Carries On --[starred_actors]--> Warner Oland
Path (Raw):       Stand Up and Cheer! --[directed_by]--> Hamilton MacFadden --[(INV) directed_by]--> Charlie Chan Carries On --[starred_actors]--> Warner Oland
Neg LogProb(↓):   0.001107
Path Entropy(↓):  0.008745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie daddy day camp in a few words
Start Entity:     Daddy Day Camp
Gold Answer:      [['camp']]
Predicted Ans:    camp
Predicted Path:   Daddy Day Camp --[has_tags]--> camp --[(INV) has_tags]--> Ponterosa --[has_tags]--> camp
Path (Raw):       Daddy Day Camp --[has_tags]--> camp --[(INV) has_tags]--> Ponterosa --[has_tags]--> camp
Neg LogProb(↓):   0.074973
Path Entropy(↓):  0.284935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by s. o. s. eisberg actors
Start Entity:     S.O.S. Eisberg
Gold Answer:      [['Documentary', 'War', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   S.O.S. Eisberg --[starred_actors]--> Ernst Udet --[(INV) starred_actors]--> S.O.S. Eisberg --[has_genre]--> Drama
Path (Raw):       S.O.S. Eisberg --[starred_actors]--> Ernst Udet --[(INV) starred_actors]--> S.O.S. Eisberg --[has_genre]--> Drama
Neg LogProb(↓):   0.702468
Path Entropy(↓):  0.853790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by mark toby starred which actors
Start Entity:     Mark Toby
Gold Answer:      [['Glenn Ford']]
Predicted Ans:    Glenn Ford
Predicted Path:   Mark Toby --[(INV) written_by]--> The Courtship of Eddie's Father --[starred_actors]--> Glenn Ford
Path (Raw):       Mark Toby --[No Operation]--> Mark Toby --[(INV) written_by]--> The Courtship of Eddie's Father --[starred_actors]--> Glenn Ford
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter alan r. cohen co - wrote films with who
Start Entity:     Alan R. Cohen
Gold Answer:      [['Adam Sztykiel', 'Alan Freedland', 'Todd Phillips']]
Predicted Ans:    Todd Phillips
Predicted Path:   Alan R. Cohen --[(INV) written_by]--> Due Date --[written_by]--> Todd Phillips
Path (Raw):       Alan R. Cohen --[No Operation]--> Alan R. Cohen --[(INV) written_by]--> Due Date --[written_by]--> Todd Phillips
Neg LogProb(↓):   0.000578
Path Entropy(↓):  0.005423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by noel tan
Start Entity:     Noel Tan
Gold Answer:      [['Anne Gauthier', 'Nic Campos', 'DJ Perry', 'Issa Litton']]
Predicted Ans:    DJ Perry
Predicted Path:   Noel Tan --[(INV) directed_by]--> Darkest Night --[starred_actors]--> DJ Perry
Path (Raw):       Noel Tan --[No Operation]--> Noel Tan --[(INV) directed_by]--> Darkest Night --[starred_actors]--> DJ Perry
Neg LogProb(↓):   0.332897
Path Entropy(↓):  0.721922
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did jukka karkkainen write
Start Entity:     Jukka Kärkkäinen
Gold Answer:      [['The Punk Syndrome']]
Predicted Ans:    The Punk Syndrome
Predicted Path:   Jukka Kärkkäinen --[(INV) written_by]--> The Punk Syndrome --[written_by]--> Jukka Kärkkäinen --[(INV) written_by]--> The Punk Syndrome
Path (Raw):       Jukka Kärkkäinen --[(INV) written_by]--> The Punk Syndrome --[written_by]--> Jukka Kärkkäinen --[(INV) written_by]--> The Punk Syndrome
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the two faces of january
Start Entity:     The Two Faces of January
Gold Answer:      [['2008', '2003', '1992', '1993', '2007', '1998', '2009', '2010', '2004', '1995', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '2000', '1949', '1997', '2005', '1999']]
Predicted Ans:    1995
Predicted Path:   The Two Faces of January --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Path (Raw):       The Two Faces of January --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Neg LogProb(↓):   0.967435
Path Entropy(↓):  1.657357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film pelle the conqueror were in which genres
Start Entity:     Pelle the Conqueror
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Pelle the Conqueror --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> The Night Visitor --[has_genre]--> Thriller
Path (Raw):       Pelle the Conqueror --[starred_actors]--> Max von Sydow --[(INV) starred_actors]--> The Night Visitor --[has_genre]--> Thriller
Neg LogProb(↓):   0.559841
Path Entropy(↓):  0.814409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the crossing
Start Entity:     The Crossing
Gold Answer:      [['Jean Simmons', 'Laurence Olivier', 'Charles Laughton', 'Walter Matthau', 'Kevin McCarthy', 'Gregory Peck', 'Diane Baker', 'Kirk Douglas']]
Predicted Ans:    Kirk Douglas
Predicted Path:   The Crossing --[written_by]--> Howard Fast --[(INV) written_by]--> Spartacus --[starred_actors]--> Kirk Douglas
Path (Raw):       The Crossing --[written_by]--> Howard Fast --[(INV) written_by]--> Spartacus --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.355341
Path Entropy(↓):  0.844759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie russian roulette
Start Entity:     Russian Roulette
Gold Answer:      [['1970', '1967', '1979', '1974', '1977', '1968', '1973', '1972', '1971', '1989', '1996', '1981', '1978', '1964', '1966', '2005', '1991', '1965', '1969']]
Predicted Ans:    1966
Predicted Path:   Russian Roulette --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Path (Raw):       Russian Roulette --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[release_year]--> 1966
Neg LogProb(↓):   0.866790
Path Entropy(↓):  1.778275
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie buona sera, mrs. campbell released
Start Entity:     Buona Sera, Mrs. Campbell
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Buona Sera, Mrs. Campbell --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Path (Raw):       Buona Sera, Mrs. Campbell --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Neg LogProb(↓):   1.977126
Path Entropy(↓):  3.210530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by john huston fall under
Start Entity:     John Huston
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   John Huston --[(INV) starred_actors]--> Wise Blood --[has_genre]--> Comedy
Path (Raw):       John Huston --[No Operation]--> John Huston --[(INV) starred_actors]--> Wise Blood --[has_genre]--> Comedy
Neg LogProb(↓):   0.482482
Path Entropy(↓):  0.672514
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by yvonne clech
Start Entity:     Yvonne Clech
Gold Answer:      [['Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Yvonne Clech --[(INV) starred_actors]--> The Fire Within --[directed_by]--> Louis Malle
Path (Raw):       Yvonne Clech --[No Operation]--> Yvonne Clech --[(INV) starred_actors]--> The Fire Within --[directed_by]--> Louis Malle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by blair erickson
Start Entity:     Blair Erickson
Gold Answer:      [['Katia Winter']]
Predicted Ans:    Katia Winter
Predicted Path:   Blair Erickson --[(INV) directed_by]--> Banshee Chapter --[starred_actors]--> Katia Winter
Path (Raw):       Blair Erickson --[No Operation]--> Blair Erickson --[(INV) directed_by]--> Banshee Chapter --[starred_actors]--> Katia Winter
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was frederic raphael the writer of
Start Entity:     Frederic Raphael
Gold Answer:      [['Daisy Miller', 'Two for the Road', 'Eyes Wide Shut', 'Darling']]
Predicted Ans:    Two for the Road
Predicted Path:   Frederic Raphael --[(INV) written_by]--> Two for the Road --[written_by]--> Frederic Raphael --[(INV) written_by]--> Two for the Road
Path (Raw):       Frederic Raphael --[(INV) written_by]--> Two for the Road --[written_by]--> Frederic Raphael --[(INV) written_by]--> Two for the Road
Neg LogProb(↓):   0.582293
Path Entropy(↓):  1.278127
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for addicted
Start Entity:     Addicted
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Addicted --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Addicted --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.157624
Path Entropy(↓):  4.534596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the assassination of jesse james by the coward robert ford
Start Entity:     The Assassination of Jesse James by the Coward Robert Ford
Gold Answer:      [['2012', '2000']]
Predicted Ans:    2012
Predicted Path:   The Assassination of Jesse James by the Coward Robert Ford --[directed_by]--> Andrew Dominik --[(INV) directed_by]--> Killing Them Softly --[release_year]--> 2012
Path (Raw):       The Assassination of Jesse James by the Coward Robert Ford --[directed_by]--> Andrew Dominik --[(INV) directed_by]--> Killing Them Softly --[release_year]--> 2012
Neg LogProb(↓):   0.111231
Path Entropy(↓):  0.466497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed little dieter needs to fly
Start Entity:     Little Dieter Needs to Fly
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   Little Dieter Needs to Fly --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Path (Raw):       Little Dieter Needs to Fly --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Lessons of Darkness --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.066671
Path Entropy(↓):  1.669475
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of may
Start Entity:     May
Gold Answer:      [['All Cheerleaders Die', 'Roman', 'The Woman']]
Predicted Ans:    All Cheerleaders Die
Predicted Path:   May --[written_by]--> Lucky McKee --[(INV) written_by]--> All Cheerleaders Die
Path (Raw):       May --[No Operation]--> May --[written_by]--> Lucky McKee --[(INV) written_by]--> All Cheerleaders Die
Neg LogProb(↓):   0.389081
Path Entropy(↓):  0.791984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of wizards were directed by who
Start Entity:     Wizards
Gold Answer:      [['Ralph Bakshi']]
Predicted Ans:    Ralph Bakshi
Predicted Path:   Wizards --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Fritz the Cat --[directed_by]--> Ralph Bakshi
Path (Raw):       Wizards --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Fritz the Cat --[directed_by]--> Ralph Bakshi
Neg LogProb(↓):   0.139371
Path Entropy(↓):  0.415997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of that awkward moment
Start Entity:     That Awkward Moment
Gold Answer:      [['Me and Orson Welles', 'The Paperboy', 'Miss Austen Regrets', 'Fruitvale Station', 'Cracks', 'Charlie St. Cloud', 'High School Musical', 'Comes a Bright Day', 'Two Night Stand', 'Whiplash', 'The Derby Stallion', 'The Lorax', 'A Long Way Down', 'The Lucky One', 'Miracle Run', '17 Again', 'The Spectacular Now', 'Chronicle', 'High School Musical 2', 'Blackout']]
Predicted Ans:    That Awkward Moment
Predicted Path:   That Awkward Moment --[starred_actors]--> Zac Efron --[(INV) starred_actors]--> That Awkward Moment
Path (Raw):       That Awkward Moment --[No Operation]--> That Awkward Moment --[starred_actors]--> Zac Efron --[(INV) starred_actors]--> That Awkward Moment
Neg LogProb(↓):   0.644992
Path Entropy(↓):  1.173693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which words describe the searchers
Start Entity:     The Searchers
Gold Answer:      [['western', 'john wayne', 'vistavision', 'john ford', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Searchers --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Searchers --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.917100
Path Entropy(↓):  1.393683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the tourist in a few words
Start Entity:     The Tourist
Gold Answer:      [['johnny depp', 'angelina jolie']]
Predicted Ans:    johnny depp
Predicted Path:   The Tourist --[has_tags]--> johnny depp --[(INV) has_tags]--> The Astronaut's Wife --[has_tags]--> johnny depp
Path (Raw):       The Tourist --[has_tags]--> johnny depp --[(INV) has_tags]--> The Astronaut's Wife --[has_tags]--> johnny depp
Neg LogProb(↓):   0.000383
Path Entropy(↓):  0.004051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film crash dive
Start Entity:     Crash Dive
Gold Answer:      [['1946', '1940', '1942', '1936', '1932', '1945', '1981', '1935', '1941', '1955', '1937', '1930', '1931', '1943']]
Predicted Ans:    1937
Predicted Path:   Crash Dive --[written_by]--> Jo Swerling --[(INV) written_by]--> Double Wedding --[release_year]--> 1937
Path (Raw):       Crash Dive --[written_by]--> Jo Swerling --[(INV) written_by]--> Double Wedding --[release_year]--> 1937
Neg LogProb(↓):   1.377854
Path Entropy(↓):  2.425663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ryosuke hashiguchi were in which languages
Start Entity:     Ryosuke Hashiguchi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ryosuke Hashiguchi --[(INV) written_by]--> Hush! --[in_language]--> Japanese
Path (Raw):       Ryosuke Hashiguchi --[No Operation]--> Ryosuke Hashiguchi --[(INV) written_by]--> Hush! --[in_language]--> Japanese
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter bart freundlich
Start Entity:     Bart Freundlich
Gold Answer:      [['Justin Bartha', 'Billy Crudup', 'Julianne Moore', 'David Duchovny']]
Predicted Ans:    Julianne Moore
Predicted Path:   Bart Freundlich --[(INV) written_by]--> Trust the Man --[starred_actors]--> Julianne Moore
Path (Raw):       Bart Freundlich --[No Operation]--> Bart Freundlich --[(INV) written_by]--> Trust the Man --[starred_actors]--> Julianne Moore
Neg LogProb(↓):   0.014657
Path Entropy(↓):  0.086194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by alexander mackendrick
Start Entity:     Alexander Mackendrick
Gold Answer:      [['Irma P. Hall', 'Alec Guinness', 'Anthony Quinn', 'Lila Kedrova', 'Herbert Lom', 'Tom Hanks', 'James Coburn', 'Joan Greenwood', 'Cecil Parker', 'Tony Curtis', 'Claudia Cardinale', 'Burt Lancaster', 'Marlon Wayans', 'Martin Milner', 'Susan Harrison', 'Peter Sellers']]
Predicted Ans:    Tom Hanks
Predicted Path:   Alexander Mackendrick --[(INV) directed_by]--> The Ladykillers --[starred_actors]--> Tom Hanks
Path (Raw):       Alexander Mackendrick --[No Operation]--> Alexander Mackendrick --[(INV) directed_by]--> The Ladykillers --[starred_actors]--> Tom Hanks
Neg LogProb(↓):   0.187375
Path Entropy(↓):  0.756456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is cyclo in
Start Entity:     Cyclo
Gold Answer:      [['Vietnamese']]
Predicted Ans:    Vietnamese
Predicted Path:   Cyclo --[in_language]--> Vietnamese --[(INV) in_language]--> Adrift --[in_language]--> Vietnamese
Path (Raw):       Cyclo --[in_language]--> Vietnamese --[(INV) in_language]--> Adrift --[in_language]--> Vietnamese
Neg LogProb(↓):   0.314507
Path Entropy(↓):  0.765923
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of damnation
Start Entity:     Damnation
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Damnation --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[has_genre]--> Drama
Path (Raw):       Damnation --[directed_by]--> Béla Tarr --[(INV) directed_by]--> The Turin Horse --[has_genre]--> Drama
Neg LogProb(↓):   0.099101
Path Entropy(↓):  0.323085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by efren ramirez release
Start Entity:     Efren Ramirez
Gold Answer:      [['2006', '2011']]
Predicted Ans:    2006
Predicted Path:   Efren Ramirez --[(INV) starred_actors]--> Crank --[release_year]--> 2006
Path (Raw):       Efren Ramirez --[No Operation]--> Efren Ramirez --[(INV) starred_actors]--> Crank --[release_year]--> 2006
Neg LogProb(↓):   0.006928
Path Entropy(↓):  0.041235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by juliusz machulski fall under
Start Entity:     Juliusz Machulski
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Juliusz Machulski --[(INV) directed_by]--> Vabank --[has_genre]--> Comedy
Path (Raw):       Juliusz Machulski --[No Operation]--> Juliusz Machulski --[(INV) directed_by]--> Vabank --[has_genre]--> Comedy
Neg LogProb(↓):   0.002898
Path Entropy(↓):  0.020247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the desperadoes
Start Entity:     The Desperadoes
Gold Answer:      [['Walter Hill', 'Robert Wise', 'J. Lee Thompson', 'Garson Kanin', 'Richard L. Bare', 'William A. Seiter', 'Fritz Lang', 'Edward Dmytryk', 'Irving Pichel', 'Michael Mann', 'Delmer Daves', 'Rudolph Maté', 'George B. Seitz', 'George Waggner', 'William A. Wellman', 'William D. Russell', 'Maurice Tourneur', 'Gordon Douglas', 'Blake Edwards', 'Rouben Mamoulian', 'Giulio Paradisi', 'Irving Cummings', 'Ray Enright', 'Walter Lang', 'Thomas McCarthy', 'Raoul Walsh', 'John Ford', 'Jack Smight', 'George Marshall', 'Mark Robson', 'Anthony Mann', 'Michael Curtiz', 'Henry King', 'Frank Capra', 'Roy Huggins', 'Budd Boetticher', 'Anatole Litvak', 'S. Sylvan Simon', 'Michael Gordon', 'Allan Dwan', 'Wesley Ruggles', 'Curtis Bernhardt', 'Vincente Minnelli', 'Roger Corman', 'Delbert Mann', 'Jack Conway', 'Irving Reis', 'Irving Rapper', 'Edwin L. Marin', 'Charles Vidor', 'Robert Day', 'Tamra Davis', 'Joseph H. Lewis', 'Sam Peckinpah', 'Ida Lupino', 'Phil Karlson', 'Ralph Nelson', 'Lewis Seiler', 'H. Bruce Humberstone', 'Clarence Brown', 'Mark Sandrich', 'Rowland V. Lee']]
Predicted Ans:    Mark Sandrich
Predicted Path:   The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       The Desperadoes --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   1.396722
Path Entropy(↓):  2.286883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Richard armitage appears in which movies
Start Entity:     Richard Armitage
Gold Answer:      [['Into the Storm']]
Predicted Ans:    Stonehearst Asylum
Predicted Path:   Richard Armitage --[(INV) starred_actors]--> Into the Storm --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> Stonehearst Asylum
Path (Raw):       Richard Armitage --[(INV) starred_actors]--> Into the Storm --[starred_actors]--> Brendan Gleeson --[(INV) starred_actors]--> Stonehearst Asylum
Neg LogProb(↓):   0.066515
Path Entropy(↓):  0.266992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films written by jerzy kromolowski
Start Entity:     Jerzy Kromolowski
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jerzy Kromolowski --[(INV) written_by]--> In the Electric Mist --[has_genre]--> Drama
Path (Raw):       Jerzy Kromolowski --[No Operation]--> Jerzy Kromolowski --[(INV) written_by]--> In the Electric Mist --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of dan gildark written movies
Start Entity:     Dan Gildark
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Dan Gildark --[(INV) written_by]--> Cthulhu --[release_year]--> 2007
Path (Raw):       Dan Gildark --[No Operation]--> Dan Gildark --[(INV) written_by]--> Cthulhu --[release_year]--> 2007
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie rabid were in which languages
Start Entity:     Rabid
Gold Answer:      [['English', 'Persian', 'German']]
Predicted Ans:    Persian
Predicted Path:   Rabid --[written_by]--> David Cronenberg --[(INV) written_by]--> Crash --[in_language]--> Persian
Path (Raw):       Rabid --[written_by]--> David Cronenberg --[(INV) written_by]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.182121
Path Entropy(↓):  0.558228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie life's a breeze
Start Entity:     Life's a Breeze
Gold Answer:      [['Lance Daly']]
Predicted Ans:    Lance Daly
Predicted Path:   Life's a Breeze --[directed_by]--> Lance Daly --[(INV) directed_by]--> Kisses --[directed_by]--> Lance Daly
Path (Raw):       Life's a Breeze --[directed_by]--> Lance Daly --[(INV) directed_by]--> Kisses --[directed_by]--> Lance Daly
Neg LogProb(↓):   0.402765
Path Entropy(↓):  0.638388
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie libertarias are directed by who
Start Entity:     Libertarias
Gold Answer:      [['Manuel Gómez Pereira', 'Gerardo Vera']]
Predicted Ans:    Gerardo Vera
Predicted Path:   Libertarias --[starred_actors]--> Ariadna Gil --[(INV) starred_actors]--> Second Skin --[directed_by]--> Gerardo Vera
Path (Raw):       Libertarias --[starred_actors]--> Ariadna Gil --[(INV) starred_actors]--> Second Skin --[directed_by]--> Gerardo Vera
Neg LogProb(↓):   0.008837
Path Entropy(↓):  0.051561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the saving general yang director
Start Entity:     Saving General Yang
Gold Answer:      [['Mandarin', 'English']]
Predicted Ans:    English
Predicted Path:   Saving General Yang --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Warriors of Virtue --[in_language]--> English
Path (Raw):       Saving General Yang --[directed_by]--> Ronny Yu --[(INV) directed_by]--> Warriors of Virtue --[in_language]--> English
Neg LogProb(↓):   0.076266
Path Entropy(↓):  0.263549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about kevin grevioux
Start Entity:     kevin grevioux
Gold Answer:      [['I, Frankenstein']]
Predicted Ans:    I, Frankenstein
Predicted Path:   kevin grevioux --[(INV) has_tags]--> I, Frankenstein --[has_tags]--> kevin grevioux --[(INV) has_tags]--> I, Frankenstein
Path (Raw):       kevin grevioux --[(INV) has_tags]--> I, Frankenstein --[has_tags]--> kevin grevioux --[(INV) has_tags]--> I, Frankenstein
Neg LogProb(↓):   0.107075
Path Entropy(↓):  0.334150
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the merchant of venice also appears in which movies
Start Entity:     The Merchant of Venice
Gold Answer:      [['88 Minutes', 'Beautiful Creatures', 'Stand Up Guys', 'City Hall', 'Appaloosa', 'Author! Author!', 'Heat', 'Righteous Kill', 'Any Given Sunday', 'Eragon', 'Waterland', 'The Godfather', 'The Last Lions', 'Two Bits', 'Chinese Box', 'The Man in the Iron Mask', 'The Fourth Angel', 'Reversal of Fortune', 'Cruising', 'The Recruit', 'Glengarry Glen Ross', 'Insomnia', 'Phil Spector', 'Night Train to Lisbon', 'Scarface', 'People I Know', 'Damage', 'Two for the Money', 'Donnie Brasco', 'The Insider', 'Revolution', 'Sea of Love', "Carlito's Way", 'Moonlighting', 'Scent of a Woman', 'The Panic in Needle Park', 'Margin Call', 'Frankie and Johnny', 'M. Butterfly', 'The Lion King', 'Dead Ringers', 'Kafka', "You Don't Know Jack", "The French Lieutenant's Woman", 'The Words', 'Inland Empire', 'Chinese Coffee', 'Bobby Deerfield', 'Scarecrow', 'Serpico', 'The Mission', 'Lolita']]
Predicted Ans:    Lolita
Predicted Path:   The Merchant of Venice --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> Lolita
Path (Raw):       The Merchant of Venice --[starred_actors]--> Jeremy Irons --[No Operation]--> Jeremy Irons --[(INV) starred_actors]--> Lolita
Neg LogProb(↓):   1.619093
Path Entropy(↓):  2.046970
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with denys arcand
Start Entity:     Denys Arcand
Gold Answer:      [['Jake Kennedy', 'Jacob Potashnik']]
Predicted Ans:    Denys Arcand
Predicted Path:   Denys Arcand --[(INV) written_by]--> Days of Darkness --[written_by]--> Denys Arcand
Path (Raw):       Denys Arcand --[No Operation]--> Denys Arcand --[(INV) written_by]--> Days of Darkness --[written_by]--> Denys Arcand
Neg LogProb(↓):   0.071095
Path Entropy(↓):  0.302229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film roxie hart are written by who
Start Entity:     Roxie Hart
Gold Answer:      [['Christopher Morley', 'Walter Hart', 'Robert L. Buckner', 'William A. Wellman', 'Dorothy Parker', 'Benjamin Glazer', 'Alan Campbell', 'Robert Carson', 'Cyril Hume', 'Harry Brown', 'William R. Lipman', 'Aline Brosh McKenna', 'Adolph Green', 'Betty Comden', 'Nunnally Johnson', 'Leonard Kantor', 'Ben Hecht', 'Richard Connell', 'Charles MacArthur', 'Ernest Pagano', 'P.J. Wolfson', 'George Marion Jr.', 'Luis Buñuel', 'Erwin S. Gelsey', 'H.W. Hanemann', 'Lou Brock', 'Anne Caldwell', 'Sam Hellman', 'Clifford Odets', 'Allan Scott', 'Billy Wilder', 'Charles Brackett', 'Irene Castle', 'Ronald Bass', 'Dwight Taylor', 'I.A.L. Diamond', 'Frank Butler', 'Walter Bernstein', 'Oscar Hammerstein II', 'Andrew L. Stone', 'Laurence Stallings', 'Grover Jones', 'Ernest Hemingway', 'Edward Kaufman', 'Jo Swerling', 'Kenneth S. Webb', 'Richard Sherman', 'Samuel Hoffenstein', 'Dorothy Yost', 'Frederic Wakeman', 'William Bowers', 'Charles Lederer', 'Alice Duer Miller', 'Harry Clork', 'Damon Runyon', 'Edna Ferber', 'Oliver H.P. Garrett', 'Howard J. Green', 'Marion Parsonnet', 'Raymond Chandler', 'Jules Furthman', 'Edward Anhalt', 'Hubert Osborne', 'Edward Childs Carpenter', 'Gladys Lehman', 'Lynn Root', 'Will B. Johnstone', 'Felix Jackson', 'Benno Vigny', 'Frank Capra', 'Anthony Veiller', 'Dalton Trumbo', 'Leo McCarey', 'Moss Hart', 'Jay Dratler', 'Gina Kaus', 'George S. Kaufman', 'Morrie Ryskind', 'Norman Krasna', 'Bartlett Cormack', 'Charles Martin']]
Predicted Ans:    Benjamin Glazer
Predicted Path:   Roxie Hart --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Path (Raw):       Roxie Hart --[starred_actors]--> Adolphe Menjou --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Neg LogProb(↓):   0.751444
Path Entropy(↓):  2.282777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of don payne written films
Start Entity:     Don Payne
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Don Payne --[(INV) written_by]--> Thor --[release_year]--> 2011
Path (Raw):       Don Payne --[No Operation]--> Don Payne --[(INV) written_by]--> Thor --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by fast food
Start Entity:     fast food
Gold Answer:      [['Super Size Me', 'Bad Taste']]
Predicted Ans:    Dead Snow
Predicted Path:   fast food --[(INV) has_tags]--> Bad Taste --[has_tags]--> splatter --[(INV) has_tags]--> Dead Snow
Path (Raw):       fast food --[(INV) has_tags]--> Bad Taste --[has_tags]--> splatter --[(INV) has_tags]--> Dead Snow
Neg LogProb(↓):   0.002551
Path Entropy(↓):  0.019809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the writer of caveman starred who
Start Entity:     Caveman
Gold Answer:      [['Steve Martin', 'Donna Dixon', 'Howard Hesseman', 'Richard Dreyfuss', 'Bernadette Peters', 'Robert Shaw', 'Roy Scheider', 'Dan Aykroyd', 'Lorraine Gary']]
Predicted Ans:    Steve Martin
Predicted Path:   Caveman --[written_by]--> Carl Gottlieb --[(INV) written_by]--> The Jerk --[starred_actors]--> Steve Martin
Path (Raw):       Caveman --[written_by]--> Carl Gottlieb --[(INV) written_by]--> The Jerk --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.578771
Path Entropy(↓):  0.946037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by janet leigh
Start Entity:     Janet Leigh
Gold Answer:      [['1980', '1954', '1998', '1963', '1957', '1951', '1953', '1994', '1948', '1972', '1942', '1955', '1962', '1949', '1966', '1960', '2005', '1969', '1952', '1958']]
Predicted Ans:    1952
Predicted Path:   Janet Leigh --[(INV) starred_actors]--> Scaramouche --[release_year]--> 1952
Path (Raw):       Janet Leigh --[No Operation]--> Janet Leigh --[(INV) starred_actors]--> Scaramouche --[release_year]--> 1952
Neg LogProb(↓):   0.812285
Path Entropy(↓):  1.878762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in wisdom
Start Entity:     Wisdom
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Wisdom --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Wisdom --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.350155
Path Entropy(↓):  0.719070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by witi ihimaera released
Start Entity:     Witi Ihimaera
Gold Answer:      [['2002', '2010']]
Predicted Ans:    2002
Predicted Path:   Witi Ihimaera --[(INV) written_by]--> Whale Rider --[release_year]--> 2002
Path (Raw):       Witi Ihimaera --[No Operation]--> Witi Ihimaera --[(INV) written_by]--> Whale Rider --[release_year]--> 2002
Neg LogProb(↓):   0.035206
Path Entropy(↓):  0.150364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in viva villa!
Start Entity:     Viva Villa!
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Viva Villa! --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Viva Villa! --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   1.417896
Path Entropy(↓):  1.971924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the hungover games director
Start Entity:     The Hungover Games
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   The Hungover Games --[directed_by]--> Josh Stolberg --[(INV) directed_by]--> Crawlspace --[has_genre]--> Horror
Path (Raw):       The Hungover Games --[directed_by]--> Josh Stolberg --[(INV) directed_by]--> Crawlspace --[has_genre]--> Horror
Neg LogProb(↓):   1.360910
Path Entropy(↓):  1.441590
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of dandelion
Start Entity:     Dandelion
Gold Answer:      [['Mark Milgard']]
Predicted Ans:    Mark Milgard
Predicted Path:   Dandelion --[directed_by]--> Mark Milgard --[(INV) directed_by]--> Dandelion --[directed_by]--> Mark Milgard
Path (Raw):       Dandelion --[directed_by]--> Mark Milgard --[(INV) directed_by]--> Dandelion --[directed_by]--> Mark Milgard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does daniel gillies appear in
Start Entity:     Daniel Gillies
Gold Answer:      [['The Sensation of Sight']]
Predicted Ans:    The Sensation of Sight
Predicted Path:   Daniel Gillies --[(INV) starred_actors]--> The Sensation of Sight --[starred_actors]--> Daniel Gillies --[(INV) starred_actors]--> The Sensation of Sight
Path (Raw):       Daniel Gillies --[(INV) starred_actors]--> The Sensation of Sight --[starred_actors]--> Daniel Gillies --[(INV) starred_actors]--> The Sensation of Sight
Neg LogProb(↓):   0.009870
Path Entropy(↓):  0.059335
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of hallie todd acted films
Start Entity:     Hallie Todd
Gold Answer:      [['Glenn Withrow']]
Predicted Ans:    Glenn Withrow
Predicted Path:   Hallie Todd --[(INV) starred_actors]--> The Mooring --[directed_by]--> Glenn Withrow
Path (Raw):       Hallie Todd --[No Operation]--> Hallie Todd --[(INV) starred_actors]--> The Mooring --[directed_by]--> Glenn Withrow
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by champagne actors release
Start Entity:     Champagne
Gold Answer:      [['1928', '1935']]
Predicted Ans:    1928
Predicted Path:   Champagne --[starred_actors]--> Gordon Harker --[(INV) starred_actors]--> The Farmer's Wife --[release_year]--> 1928
Path (Raw):       Champagne --[starred_actors]--> Gordon Harker --[(INV) starred_actors]--> The Farmer's Wife --[release_year]--> 1928
Neg LogProb(↓):   0.694544
Path Entropy(↓):  0.947927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote a hatful of rain
Start Entity:     A Hatful of Rain
Gold Answer:      [['2009', '1972', '1950', '1961', '1955', '1952']]
Predicted Ans:    1950
Predicted Path:   A Hatful of Rain --[written_by]--> Carl Foreman --[(INV) written_by]--> The Men --[release_year]--> 1950
Path (Raw):       A Hatful of Rain --[written_by]--> Carl Foreman --[(INV) written_by]--> The Men --[release_year]--> 1950
Neg LogProb(↓):   0.832881
Path Entropy(↓):  1.523396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by claudine longet fall under
Start Entity:     Claudine Longet
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Claudine Longet --[(INV) starred_actors]--> The Party --[has_genre]--> Comedy
Path (Raw):       Claudine Longet --[No Operation]--> Claudine Longet --[(INV) starred_actors]--> The Party --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by dorothy mcguire released
Start Entity:     Dorothy McGuire
Gold Answer:      [['1963', '1954', '1957', '1950', '1960', '1959', '1945', '1955', '1956']]
Predicted Ans:    1956
Predicted Path:   Dorothy McGuire --[(INV) starred_actors]--> Friendly Persuasion --[release_year]--> 1956
Path (Raw):       Dorothy McGuire --[No Operation]--> Dorothy McGuire --[(INV) starred_actors]--> Friendly Persuasion --[release_year]--> 1956
Neg LogProb(↓):   1.025703
Path Entropy(↓):  1.430975
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by vulo radev release
Start Entity:     Vulo Radev
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Vulo Radev --[(INV) directed_by]--> The Peach Thief --[release_year]--> 1964
Path (Raw):       Vulo Radev --[No Operation]--> Vulo Radev --[(INV) directed_by]--> The Peach Thief --[release_year]--> 1964
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film dark blue world are directed by who
Start Entity:     Dark Blue World
Gold Answer:      [['Manuel Sicilia', 'John McTiernan', 'Mark Herman', 'James Dearden', 'Stephen Poliakoff']]
Predicted Ans:    Stephen Poliakoff
Predicted Path:   Dark Blue World --[starred_actors]--> Charles Dance --[(INV) starred_actors]--> Century --[directed_by]--> Stephen Poliakoff
Path (Raw):       Dark Blue World --[starred_actors]--> Charles Dance --[(INV) starred_actors]--> Century --[directed_by]--> Stephen Poliakoff
Neg LogProb(↓):   0.295060
Path Entropy(↓):  0.793131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of what have you done to solange? starred who
Start Entity:     What Have You Done to Solange?
Gold Answer:      [['Ben Barnes', 'Helmut Berger']]
Predicted Ans:    Helmut Berger
Predicted Path:   What Have You Done to Solange? --[written_by]--> Massimo Dallamano --[(INV) written_by]--> Dorian Gray --[starred_actors]--> Helmut Berger
Path (Raw):       What Have You Done to Solange? --[written_by]--> Massimo Dallamano --[(INV) written_by]--> Dorian Gray --[starred_actors]--> Helmut Berger
Neg LogProb(↓):   0.078679
Path Entropy(↓):  0.313658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film room in rome
Start Entity:     Room in Rome
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Room in Rome --[written_by]--> Julio Medem --[(INV) written_by]--> Lovers of the Arctic Circle --[release_year]--> 1998
Path (Raw):       Room in Rome --[written_by]--> Julio Medem --[(INV) written_by]--> Lovers of the Arctic Circle --[release_year]--> 1998
Neg LogProb(↓):   0.326926
Path Entropy(↓):  0.601335
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film dark star released
Start Entity:     Dark Star
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Dark Star --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Dark Star --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.488883
Path Entropy(↓):  3.839417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the last unicorn
Start Entity:     The Last Unicorn
Gold Answer:      [['The Amateurs', 'Nadine', 'Stand Up Guys', '8 Million Ways to Die', 'Slums of Beverly Hills', 'Fat City', 'King Kong', 'The Heart Is a Lonely Hunter', 'The In-Laws', 'And Starring Pancho Villa as Himself', 'Alice', 'Hannah and Her Sisters', 'Winter Kills', 'Kiss Me Goodbye', 'K-PAX', 'Mother Night', 'Catch-22', 'Crazy Heart', 'The Seven-Per-Cent Solution', 'Be Kind Rewind', 'The Big Lebowski', 'Stay Hungry', 'A Wedding', 'Rendition', 'Rancho Deluxe', "Rosemary's Baby", 'Secret Ceremony', 'The Fisher King', 'The Secret Life of Zoey', 'Bad Company', 'The Contender', 'Husbands and Wives', 'The Last American Hero', 'Hearts of the West', 'American Heart', "Cutter's Way", 'The Giver', 'The Muse', 'Big Trouble', 'Steal Big Steal Little', 'The Men Who Stare at Goats', 'The Pentagon Papers', 'The Mirror Has Two Faces', 'Thunderbolt and Lightfoot', 'Bad Medicine', "Surf's Up", 'A Dog Year', 'New York Stories', 'Wait Until Dark', 'Iron Man', 'Blown Away', 'The Rocketeer', 'True Grit', 'Last of the Red Hot Lovers', 'Arlington Road', 'R.I.P.D.', 'Stick It', 'Wild Bill', 'The Last Picture Show', 'Fearless', 'Miami Rhapsody', 'Argo', 'Zelig', 'Get Smart', 'Little Miss Sunshine', 'September', 'Simon', 'Grosse Pointe Blank', 'Inspector Clouseau', "A Midsummer Night's Sex Comedy", 'Avalanche', 'See No Evil', 'Simpatico', 'The Vanishing', 'The Morning After', 'Freebie and the Bean', 'Starman', 'The Fabulous Baker Boys', 'The Great Gatsby', 'Against All Odds', "Widows' Peak", 'Seventh Son', 'Masked and Anonymous', 'See You in the Morning', 'Noel']]
Predicted Ans:    True Grit
Predicted Path:   The Last Unicorn --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit
Path (Raw):       The Last Unicorn --[starred_actors]--> Jeff Bridges --[No Operation]--> Jeff Bridges --[(INV) starred_actors]--> True Grit
Neg LogProb(↓):   1.440416
Path Entropy(↓):  2.682768
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of dilwale dulhania le jayenge
Start Entity:     Dilwale Dulhania Le Jayenge
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dilwale Dulhania Le Jayenge --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Path (Raw):       Dilwale Dulhania Le Jayenge --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Neg LogProb(↓):   0.006836
Path Entropy(↓):  0.041254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was body of evidence released
Start Entity:     Body of Evidence
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Body of Evidence --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Path (Raw):       Body of Evidence --[release_year]--> 1993 --[(INV) release_year]--> Calendar --[release_year]--> 1993
Neg LogProb(↓):   2.182904
Path Entropy(↓):  3.760937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of man in the saddle
Start Entity:     Man in the Saddle
Gold Answer:      [['Bombardier', 'Shoot-Out at Medicine Bend', 'Gunfighters', 'Albuquerque', 'Follow the Fleet', 'The Last of the Mohicans', 'Buchanan Rides Alone', 'Virginia City', 'She', 'Susannah of the Mounties', 'High, Wide, and Handsome', 'Ride the High Country', "Hangman's Knot", 'Western Union', 'The Desperadoes', 'Hot Saturday', 'My Favorite Wife', "Badman's Territory", 'Roberta', 'Belle Starr', 'Yankee Doodle Dandy', 'Santa Fe', 'Westbound', 'Comanche Station', 'Captain Kidd', 'Rage at Dawn', 'A Lawless Street', 'Decision at Sundown', 'Christmas Eve', 'Ride Lonesome', '7th Cavalry', 'The Spoilers', 'This Is the Army', "The Sky's the Limit", 'Jesse James', 'The Man Behind the Gun', 'Pittsburgh', 'Seven Men from Now', 'Rebecca of Sunnybrook Farm', 'To the Shores of Tripoli', 'Carson City', 'The Tall T']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   Man in the Saddle --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Path (Raw):       Man in the Saddle --[starred_actors]--> Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Neg LogProb(↓):   0.911428
Path Entropy(↓):  1.853774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of belle starr
Start Entity:     Belle Starr
Gold Answer:      [['Alice Faye', 'Fay Bainter', 'Tyrone Power', 'Henry Fonda', 'Susan Hayward', 'Gary Cooper', 'Alice Brady', 'David Wayne', 'Claude Rains', "Donald O'Connor", 'Doris Davenport', 'Geraldine Fitzgerald', 'Jackie Cooper', 'Dan Dailey', 'Ethel Merman', 'Don Ameche', 'Thelma Ritter', 'Thomas Mitchell', 'Walter Brennan', 'Marilyn Monroe', 'Alexander Knox', 'Rory Calhoun', 'Bonita Granville']]
Predicted Ans:    Don Ameche
Predicted Path:   Belle Starr --[written_by]--> Lamar Trotti --[(INV) written_by]--> Alexander's Ragtime Band --[starred_actors]--> Don Ameche
Path (Raw):       Belle Starr --[written_by]--> Lamar Trotti --[(INV) written_by]--> Alexander's Ragtime Band --[starred_actors]--> Don Ameche
Neg LogProb(↓):   0.208444
Path Entropy(↓):  0.610454
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by jonathan taylor thomas released
Start Entity:     Jonathan Taylor Thomas
Gold Answer:      [['1995', '1998', '1997', '2005', '1996', '1994', '1999']]
Predicted Ans:    1997
Predicted Path:   Jonathan Taylor Thomas --[(INV) starred_actors]--> Wild America --[release_year]--> 1997
Path (Raw):       Jonathan Taylor Thomas --[No Operation]--> Jonathan Taylor Thomas --[(INV) starred_actors]--> Wild America --[release_year]--> 1997
Neg LogProb(↓):   0.519549
Path Entropy(↓):  0.908981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Thomas jahn directed which movies
Start Entity:     Thomas Jahn
Gold Answer:      [["Knockin' on Heaven's Door"]]
Predicted Ans:    Knockin' on Heaven's Door
Predicted Path:   Thomas Jahn --[(INV) directed_by]--> Knockin' on Heaven's Door --[directed_by]--> Thomas Jahn --[(INV) directed_by]--> Knockin' on Heaven's Door
Path (Raw):       Thomas Jahn --[(INV) directed_by]--> Knockin' on Heaven's Door --[directed_by]--> Thomas Jahn --[(INV) directed_by]--> Knockin' on Heaven's Door
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the birdcage
Start Entity:     The Birdcage
Gold Answer:      [['Les Mayfield', 'Clint Eastwood', 'Wes Anderson', 'Don Bluth', 'Phil Alden Robinson', 'David Mamet', 'John Cameron Mitchell', 'Kelly Reichardt', 'George Schaefer', 'Roger Spottiswoode', 'Lawrence Kasdan', 'Simon Moore', 'Susan Stroman', 'Omar Naim', 'Sam Raimi', 'Robert Benton', 'Howard Deutch', 'Peter Masterson', 'Dirk Shafer', 'Robert Day', 'Vincent Ward', 'Shinji Aoyama', 'Roger Donaldson', 'Peter Hyams', 'Don Medford', 'Irwin Allen', 'Arie Posin', 'Barry Levinson', 'Griffin Dunne', 'Michael Apted', 'Bill Forsyth', 'Mark Romanek', 'Roger Christian', 'Walt Becker', 'Stanley Donen', 'Andrew Bergman', 'Richard Lester', 'Tim Burton', 'Jesse V. Johnson', 'Richard Brooks', 'Gilbert Cates', 'Chris Columbus', 'Mel Brooks', 'Joseph L. Mankiewicz', 'Michael Ritchie', 'Ronald Neame', 'John Musker', 'Ron Clements', 'Ivan Reitman', 'Woody Allen', 'Donald Petrie', 'Ron Howard', 'Robert Altman', 'Tom Shadyac', 'Penny Marshall', 'David Duchovny', 'Bobcat Goldthwait', 'Nicholas Meyer', 'Barry Sonnenfeld', 'Alan Parker', 'Frederick De Cordova', 'Gus Van Sant', 'Andrew Davis', 'Francis Ford Coppola', 'John Moore', 'George Roy Hill', 'Danny DeVito', 'Joe Johnston', 'Peter Kassovitz', 'Fielder Cook', 'Catherine Hardwicke', 'Tarsem Singh', 'Arthur Penn', 'Sydney Pollack', 'James Foley', 'Jessie Nelson', 'Paul Mazursky', 'Basil Dearden', 'Ted Kotcheff', 'Penny Panayotopoulou', 'Peter Markle', 'Bob Clark', 'Bud Yorkin', 'Nicolas Roeg', 'Tony Scott', 'William Friedkin', 'Richard Donner', 'Mark Mylod', 'John Frankenheimer', 'Gary Goldman', 'David Anspaugh', 'Gary Fleder', 'Peter Weir', 'Steven Spielberg', 'Harold Ramis', 'Garry Marshall', 'Stephen Hopkins', 'Ken Kwapis', 'Dick Richards']]
Predicted Ans:    Nicolas Roeg
Predicted Path:   The Birdcage --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Eureka --[directed_by]--> Nicolas Roeg
Path (Raw):       The Birdcage --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Eureka --[directed_by]--> Nicolas Roeg
Neg LogProb(↓):   2.174852
Path Entropy(↓):  3.706263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the meet the parents director release
Start Entity:     Meet the Parents
Gold Answer:      [['2008', '2010', '2004', '1999', '2002', '2012']]
Predicted Ans:    2002
Predicted Path:   Meet the Parents --[directed_by]--> Jay Roach --[(INV) directed_by]--> Austin Powers in Goldmember --[release_year]--> 2002
Path (Raw):       Meet the Parents --[directed_by]--> Jay Roach --[(INV) directed_by]--> Austin Powers in Goldmember --[release_year]--> 2002
Neg LogProb(↓):   1.043385
Path Entropy(↓):  1.334434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the track of the cat director
Start Entity:     Track of the Cat
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Track of the Cat --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[has_genre]--> Drama
Path (Raw):       Track of the Cat --[directed_by]--> William A. Wellman --[(INV) directed_by]--> So Big! --[has_genre]--> Drama
Neg LogProb(↓):   0.692180
Path Entropy(↓):  1.341150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in tartuffe
Start Entity:     Tartuffe
Gold Answer:      [['Werner Krauss']]
Predicted Ans:    Ferdinand Marian
Predicted Path:   Tartuffe --[starred_actors]--> Werner Krauss --[(INV) starred_actors]--> Jud Süß --[starred_actors]--> Ferdinand Marian
Path (Raw):       Tartuffe --[starred_actors]--> Werner Krauss --[(INV) starred_actors]--> Jud Süß --[starred_actors]--> Ferdinand Marian
Neg LogProb(↓):   0.073706
Path Entropy(↓):  0.263112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by taylor cole release
Start Entity:     Taylor Cole
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Taylor Cole --[(INV) starred_actors]--> The Violent Kind --[release_year]--> 2010
Path (Raw):       Taylor Cole --[No Operation]--> Taylor Cole --[(INV) starred_actors]--> The Violent Kind --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the farmer's wife
Start Entity:     The Farmer's Wife
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    Torn Curtain
Predicted Path:   The Farmer's Wife --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain
Path (Raw):       The Farmer's Wife --[No Operation]--> The Farmer's Wife --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain
Neg LogProb(↓):   1.176724
Path Entropy(↓):  2.092941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the real mccoy is also the director of which movies
Start Entity:     The Real McCoy
Gold Answer:      [['The Lost Battalion', 'The Shadow', 'Tale of the Mummy', 'Mysterious Island', 'Razorback', 'Highlander', 'On the Beach', 'Ricochet', 'Silent Trigger']]
Predicted Ans:    On the Beach
Predicted Path:   The Real McCoy --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> On the Beach
Path (Raw):       The Real McCoy --[directed_by]--> Russell Mulcahy --[(INV) directed_by]--> On the Beach --[No Operation]--> On the Beach
Neg LogProb(↓):   0.469757
Path Entropy(↓):  1.468441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film foolish were released in which years
Start Entity:     Foolish
Gold Answer:      [['1986', '2007']]
Predicted Ans:    1986
Predicted Path:   Foolish --[directed_by]--> Dave Meyers --[(INV) directed_by]--> The Hitcher --[release_year]--> 1986
Path (Raw):       Foolish --[directed_by]--> Dave Meyers --[(INV) directed_by]--> The Hitcher --[release_year]--> 1986
Neg LogProb(↓):   0.299070
Path Entropy(↓):  0.630054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of katherine healy starred movies
Start Entity:     Katherine Healy
Gold Answer:      [['Tony Bill']]
Predicted Ans:    Tony Bill
Predicted Path:   Katherine Healy --[(INV) starred_actors]--> Six Weeks --[directed_by]--> Tony Bill
Path (Raw):       Katherine Healy --[No Operation]--> Katherine Healy --[(INV) starred_actors]--> Six Weeks --[directed_by]--> Tony Bill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film state of grace
Start Entity:     State of Grace
Gold Answer:      [['Richard Christian Matheson', 'James Lee Burke', 'Wesley Strick', 'Scott Frank', 'Harley Peyton']]
Predicted Ans:    Scott Frank
Predicted Path:   State of Grace --[directed_by]--> Phil Joanou --[(INV) directed_by]--> Heaven's Prisoners --[written_by]--> Scott Frank
Path (Raw):       State of Grace --[directed_by]--> Phil Joanou --[(INV) directed_by]--> Heaven's Prisoners --[written_by]--> Scott Frank
Neg LogProb(↓):   0.890155
Path Entropy(↓):  1.166062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by johannes roberts released
Start Entity:     Johannes Roberts
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Johannes Roberts --[(INV) directed_by]--> Storage 24 --[release_year]--> 2012
Path (Raw):       Johannes Roberts --[No Operation]--> Johannes Roberts --[(INV) directed_by]--> Storage 24 --[release_year]--> 2012
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the big heat in
Start Entity:     The Big Heat
Gold Answer:      [['French', 'German']]
Predicted Ans:    German
Predicted Path:   The Big Heat --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[in_language]--> German
Path (Raw):       The Big Heat --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[in_language]--> German
Neg LogProb(↓):   0.548284
Path Entropy(↓):  0.742131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the land that time forgot
Start Entity:     The Land That Time Forgot
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   The Land That Time Forgot --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Path (Raw):       The Land That Time Forgot --[release_year]--> 1975 --[(INV) release_year]--> Trilogy of Terror --[release_year]--> 1975
Neg LogProb(↓):   2.441401
Path Entropy(↓):  3.909209
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of mean girls
Start Entity:     Mean Girls
Gold Answer:      [['Confessions of a Teenage Drama Queen', 'Just My Luck', 'Baby Mama', 'Admission', 'About Time', 'The Family Stone', 'Labor Pains', 'Date Night', 'Megamind', 'I Know Who Killed Me', 'Red Eye', 'Muppets Most Wanted', 'Freaky Friday', 'Midnight in Paris', 'The Parent Trap', 'Passion', 'The Canyons', 'The Ladies Man', 'Morning Glory', 'To the Wonder', 'Georgia Rule', 'State of Play', 'The Vow']]
Predicted Ans:    Just My Luck
Predicted Path:   Mean Girls --[starred_actors]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck
Path (Raw):       Mean Girls --[starred_actors]--> Lindsay Lohan --[No Operation]--> Lindsay Lohan --[(INV) starred_actors]--> Just My Luck
Neg LogProb(↓):   0.057795
Path Entropy(↓):  0.273033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of let's be cops
Start Entity:     Let's Be Cops
Gold Answer:      [['Timothy Olyphant', 'Emile Hirsch', 'Ginnifer Goodwin', 'Colin Egglesfield', 'John Krasinski', 'Kate Hudson', 'James Remar', 'Elisha Cuthbert']]
Predicted Ans:    Jake Johnson
Predicted Path:   Let's Be Cops --[directed_by]--> Luke Greenfield --[(INV) directed_by]--> Let's Be Cops --[starred_actors]--> Jake Johnson
Path (Raw):       Let's Be Cops --[directed_by]--> Luke Greenfield --[(INV) directed_by]--> Let's Be Cops --[starred_actors]--> Jake Johnson
Neg LogProb(↓):   0.278740
Path Entropy(↓):  0.648991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by edmund purdom were written by who
Start Entity:     Edmund Purdom
Gold Answer:      [['Maurice Zimm', 'Samuel James Larsen', 'Joseph Breen']]
Predicted Ans:    Samuel James Larsen
Predicted Path:   Edmund Purdom --[(INV) starred_actors]--> The Prodigal --[written_by]--> Samuel James Larsen
Path (Raw):       Edmund Purdom --[No Operation]--> Edmund Purdom --[(INV) starred_actors]--> The Prodigal --[written_by]--> Samuel James Larsen
Neg LogProb(↓):   0.029764
Path Entropy(↓):  0.158049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the valley of gwangi
Start Entity:     The Valley of Gwangi
Gold Answer:      [['1970', '2009', '1954', '1950', '1960', '1942', '2004', '2010', '1973', '1985', '1953', '1969', '1955', '1937']]
Predicted Ans:    1985
Predicted Path:   The Valley of Gwangi --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Path (Raw):       The Valley of Gwangi --[starred_actors]--> Richard Carlson --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Neg LogProb(↓):   0.980050
Path Entropy(↓):  1.637400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of tinker tailor soldier spy
Start Entity:     Tinker Tailor Soldier Spy
Gold Answer:      [['The Tailor of Panama', 'The Constant Gardener', 'A Most Wanted Man', 'The Debt', 'The Russia House', 'The Spy Who Came in from the Cold']]
Predicted Ans:    The Spy Who Came in from the Cold
Predicted Path:   Tinker Tailor Soldier Spy --[written_by]--> John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold
Path (Raw):       Tinker Tailor Soldier Spy --[written_by]--> John le Carré --[(INV) written_by]--> The Spy Who Came in from the Cold --[No Operation]--> The Spy Who Came in from the Cold
Neg LogProb(↓):   0.087352
Path Entropy(↓):  0.344841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by sean baker
Start Entity:     Sean Baker
Gold Answer:      [['Take Out']]
Predicted Ans:    Take Out
Predicted Path:   Sean Baker --[(INV) directed_by]--> Take Out --[directed_by]--> Sean Baker --[(INV) directed_by]--> Take Out
Path (Raw):       Sean Baker --[(INV) directed_by]--> Take Out --[directed_by]--> Sean Baker --[(INV) directed_by]--> Take Out
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the chalk garden actors
Start Entity:     The Chalk Garden
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Chalk Garden --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> Black Narcissus --[has_genre]--> Drama
Path (Raw):       The Chalk Garden --[starred_actors]--> Deborah Kerr --[(INV) starred_actors]--> Black Narcissus --[has_genre]--> Drama
Neg LogProb(↓):   1.007495
Path Entropy(↓):  1.695798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of winchester'73
Start Entity:     Winchester '73
Gold Answer:      [['Fred Zinnemann', 'Joseph Kane', 'Robert Aldrich', 'Anthony Mann', 'John Sturges', 'Howard Hawks']]
Predicted Ans:    Joseph Kane
Predicted Path:   Winchester '73 --[written_by]--> Borden Chase --[(INV) written_by]--> Flame of Barbary Coast --[directed_by]--> Joseph Kane
Path (Raw):       Winchester '73 --[written_by]--> Borden Chase --[(INV) written_by]--> Flame of Barbary Coast --[directed_by]--> Joseph Kane
Neg LogProb(↓):   1.002039
Path Entropy(↓):  1.321319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed black sunday
Start Entity:     Black Sunday
Gold Answer:      [['Mario Bava']]
Predicted Ans:    John Frankenheimer
Predicted Path:   Black Sunday --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> Reindeer Games --[directed_by]--> John Frankenheimer
Path (Raw):       Black Sunday --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> Reindeer Games --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   1.063591
Path Entropy(↓):  1.716275
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies acted by daniel hendler
Start Entity:     Daniel Hendler
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Daniel Hendler --[(INV) starred_actors]--> Lost Embrace --[in_language]--> Spanish
Path (Raw):       Daniel Hendler --[No Operation]--> Daniel Hendler --[(INV) starred_actors]--> Lost Embrace --[in_language]--> Spanish
Neg LogProb(↓):   0.000165
Path Entropy(↓):  0.001630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie revanche released
Start Entity:     Revanche
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Revanche --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Revanche --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   2.881423
Path Entropy(↓):  4.441425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie lost boundaries released
Start Entity:     Lost Boundaries
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Lost Boundaries --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       Lost Boundaries --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.359260
Path Entropy(↓):  3.663251
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film cargo were released in which years
Start Entity:     Cargo
Gold Answer:      [['1962', '1998', '2009', '2003', '2005', '1951', '2010', '1991', '2004', '2006', '1999', '2012', '2011', '2013', '2007']]
Predicted Ans:    2003
Predicted Path:   Cargo --[starred_actors]--> Luis Tosar --[(INV) starred_actors]--> Take My Eyes --[release_year]--> 2003
Path (Raw):       Cargo --[starred_actors]--> Luis Tosar --[(INV) starred_actors]--> Take My Eyes --[release_year]--> 2003
Neg LogProb(↓):   0.283616
Path Entropy(↓):  0.960931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with forgotten silver were released in which years
Start Entity:     Forgotten Silver
Gold Answer:      [['1976', '2009', '1933', '2005', '1989', '1996', '1994', '1987']]
Predicted Ans:    1976
Predicted Path:   Forgotten Silver --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[release_year]--> 1976
Path (Raw):       Forgotten Silver --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   0.546509
Path Entropy(↓):  1.030555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the nun's story director
Start Entity:     The Nun's Story
Gold Answer:      [['Frederick Forsyth', 'Michael V. Gazzo', 'Erick Zonca', 'Emeric Pressburger', 'Nora Roberts', 'Carl Foreman', 'James Jones', 'Robert Bolt', 'Isobel Lennart', 'Anna Seghers', 'Jon Cleary', 'Lynn Riggs', 'Lillian Hellman', 'Alfred Hayes', 'Robert L. Richards', 'Oscar Hammerstein II', 'Richard Rodgers', 'Alvin Sargent', 'Collier Young']]
Predicted Ans:    Carl Foreman
Predicted Path:   The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[written_by]--> Carl Foreman
Path (Raw):       The Nun's Story --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Men --[written_by]--> Carl Foreman
Neg LogProb(↓):   0.347829
Path Entropy(↓):  1.173938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did carlos mencia act in
Start Entity:     Carlos Mencia
Gold Answer:      [['Our Family Wedding']]
Predicted Ans:    It's a Disaster
Predicted Path:   Carlos Mencia --[(INV) starred_actors]--> Our Family Wedding --[starred_actors]--> America Ferrera --[(INV) starred_actors]--> It's a Disaster
Path (Raw):       Carlos Mencia --[(INV) starred_actors]--> Our Family Wedding --[starred_actors]--> America Ferrera --[(INV) starred_actors]--> It's a Disaster
Neg LogProb(↓):   0.124617
Path Entropy(↓):  0.508709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie elena and her men
Start Entity:     Elena and Her Men
Gold Answer:      [['Sam Wood', 'David Lister', 'George Cukor', 'Thorold Dickinson', 'Christophe Gans', 'Jacques Demy', 'Don Bluth', 'Rouben Mamoulian', 'Lewis Milestone', 'Kirk Wise', 'Robert Vernay', 'Bernhard Wicki', 'Ingmar Bergman', 'Mark Robson', 'Gary Goldman', 'Michael Curtiz', 'Roberto Rossellini', 'Anatole Litvak', 'Kevin Reynolds', 'W.S. Van Dyke', 'Jean Cocteau', 'Stanley Donen', 'Leo McCarey', 'Gene Saks', 'Victor Fleming', 'Gary Trousdale', 'Alfred Hitchcock', 'Gustaf Molander', 'John S. Robertson', 'Rowland V. Lee']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Elena and Her Men --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       Elena and Her Men --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.490492
Path Entropy(↓):  1.287455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by setsuko hara release
Start Entity:     Setsuko Hara
Gold Answer:      [['1946', '1949', '1954', '1960', '1951', '1961']]
Predicted Ans:    1954
Predicted Path:   Setsuko Hara --[(INV) starred_actors]--> Sound of the Mountain --[release_year]--> 1954
Path (Raw):       Setsuko Hara --[No Operation]--> Setsuko Hara --[(INV) starred_actors]--> Sound of the Mountain --[release_year]--> 1954
Neg LogProb(↓):   0.479134
Path Entropy(↓):  1.116438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by gary k. wolf
Start Entity:     Gary K. Wolf
Gold Answer:      [['Robert Zemeckis']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Gary K. Wolf --[(INV) written_by]--> Who Framed Roger Rabbit --[directed_by]--> Robert Zemeckis
Path (Raw):       Gary K. Wolf --[No Operation]--> Gary K. Wolf --[(INV) written_by]--> Who Framed Roger Rabbit --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was john bright the writer of
Start Entity:     John Bright
Gold Answer:      [['The Public Enemy', 'She Done Him Wrong']]
Predicted Ans:    The Public Enemy
Predicted Path:   John Bright --[(INV) written_by]--> The Public Enemy --[written_by]--> Kubec Glasmon --[(INV) written_by]--> The Public Enemy
Path (Raw):       John Bright --[(INV) written_by]--> The Public Enemy --[written_by]--> Kubec Glasmon --[(INV) written_by]--> The Public Enemy
Neg LogProb(↓):   0.757643
Path Entropy(↓):  0.691196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with michael rapaport
Start Entity:     Michael Rapaport
Gold Answer:      [['David Schwimmer', 'Kristy Swanson', 'Bruce Willis', 'Toni Collette', 'Patton Oswalt', 'Marcia Jean Kurtz', 'Reece Thompson', 'Omar Epps', 'Kevin Corrigan', 'Gwyneth Paltrow', 'Lois Bendler', 'Mischa Barton']]
Predicted Ans:    Kristy Swanson
Predicted Path:   Michael Rapaport --[(INV) starred_actors]--> Higher Learning --[starred_actors]--> Kristy Swanson
Path (Raw):       Michael Rapaport --[No Operation]--> Michael Rapaport --[(INV) starred_actors]--> Higher Learning --[starred_actors]--> Kristy Swanson
Neg LogProb(↓):   0.246018
Path Entropy(↓):  0.817029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by johnny weissmuller fall under
Start Entity:     Johnny Weissmuller
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Johnny Weissmuller --[(INV) starred_actors]--> Tarzan the Ape Man --[has_genre]--> Action
Path (Raw):       Johnny Weissmuller --[No Operation]--> Johnny Weissmuller --[(INV) starred_actors]--> Tarzan the Ape Man --[has_genre]--> Action
Neg LogProb(↓):   0.680686
Path Entropy(↓):  1.198559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the picture of dorian gray
Start Entity:     The Picture of Dorian Gray
Gold Answer:      [['Sheila Sim', 'Ava Gardner', 'Nigel Patrick', 'James Mason']]
Predicted Ans:    George Sanders
Predicted Path:   The Picture of Dorian Gray --[directed_by]--> Albert Lewin --[(INV) directed_by]--> The Picture of Dorian Gray --[starred_actors]--> George Sanders
Path (Raw):       The Picture of Dorian Gray --[directed_by]--> Albert Lewin --[(INV) directed_by]--> The Picture of Dorian Gray --[starred_actors]--> George Sanders
Neg LogProb(↓):   0.003146
Path Entropy(↓):  0.022344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Angels in the outfield, when was it released
Start Entity:     Angels in the Outfield
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Angels in the Outfield --[release_year]--> 1951 --[(INV) release_year]--> The Secret of Convict Lake --[release_year]--> 1951
Path (Raw):       Angels in the Outfield --[release_year]--> 1951 --[(INV) release_year]--> The Secret of Convict Lake --[release_year]--> 1951
Neg LogProb(↓):   3.092075
Path Entropy(↓):  4.295889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in true grit
Start Entity:     True Grit
Gold Answer:      [['Family', 'Music', 'Sport', 'Documentary', 'Western', 'Biography', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   True Grit --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Path (Raw):       True Grit --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Neg LogProb(↓):   1.127525
Path Entropy(↓):  2.118863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by brendan patricks
Start Entity:     Brendan Patricks
Gold Answer:      [['Alain de Botton', 'Julian Kemp']]
Predicted Ans:    Julian Kemp
Predicted Path:   Brendan Patricks --[(INV) starred_actors]--> My Last Five Girlfriends --[written_by]--> Julian Kemp
Path (Raw):       Brendan Patricks --[No Operation]--> Brendan Patricks --[(INV) starred_actors]--> My Last Five Girlfriends --[written_by]--> Julian Kemp
Neg LogProb(↓):   0.099093
Path Entropy(↓):  0.312470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor james marsters is a co - star of who
Start Entity:     James Marsters
Gold Answer:      [['Amber Benson']]
Predicted Ans:    James Marsters
Predicted Path:   James Marsters --[(INV) starred_actors]--> Chance --[starred_actors]--> James Marsters
Path (Raw):       James Marsters --[No Operation]--> James Marsters --[(INV) starred_actors]--> Chance --[starred_actors]--> James Marsters
Neg LogProb(↓):   0.000346
Path Entropy(↓):  0.003106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movie was christopher coppola the director for
Start Entity:     Christopher Coppola
Gold Answer:      [['Deadfall']]
Predicted Ans:    Anatomy
Predicted Path:   Christopher Coppola --[(INV) directed_by]--> Deadfall --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy
Path (Raw):       Christopher Coppola --[(INV) directed_by]--> Deadfall --[directed_by]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy
Neg LogProb(↓):   0.730344
Path Entropy(↓):  1.259943
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie armageddon were in which genres
Start Entity:     Armageddon
Gold Answer:      [['Romance', 'Short', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Armageddon --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Path (Raw):       Armageddon --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Puss in Boots --[has_genre]--> Comedy
Neg LogProb(↓):   0.168502
Path Entropy(↓):  0.684869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by liberto rabal were written by who
Start Entity:     Liberto Rabal
Gold Answer:      [['Pedro Almodóvar', 'Ruth Rendell']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Liberto Rabal --[(INV) starred_actors]--> Live Flesh --[written_by]--> Pedro Almodóvar
Path (Raw):       Liberto Rabal --[No Operation]--> Liberto Rabal --[(INV) starred_actors]--> Live Flesh --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.000370
Path Entropy(↓):  0.003290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie darr
Start Entity:     Darr
Gold Answer:      [['1975', '2004']]
Predicted Ans:    1975
Predicted Path:   Darr --[directed_by]--> Yash Chopra --[(INV) directed_by]--> Deewaar --[release_year]--> 1975
Path (Raw):       Darr --[directed_by]--> Yash Chopra --[(INV) directed_by]--> Deewaar --[release_year]--> 1975
Neg LogProb(↓):   0.181190
Path Entropy(↓):  0.499202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of michel gaztambide written films
Start Entity:     Michel Gaztambide
Gold Answer:      [['Enrique Urbizu']]
Predicted Ans:    Enrique Urbizu
Predicted Path:   Michel Gaztambide --[(INV) written_by]--> No Rest for the Wicked --[directed_by]--> Enrique Urbizu
Path (Raw):       Michel Gaztambide --[No Operation]--> Michel Gaztambide --[(INV) written_by]--> No Rest for the Wicked --[directed_by]--> Enrique Urbizu
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by kevin connor in
Start Entity:     Kevin Connor
Gold Answer:      [['Horror', 'Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Kevin Connor --[(INV) directed_by]--> The Land That Time Forgot --[has_genre]--> Adventure
Path (Raw):       Kevin Connor --[No Operation]--> Kevin Connor --[(INV) directed_by]--> The Land That Time Forgot --[has_genre]--> Adventure
Neg LogProb(↓):   0.352547
Path Entropy(↓):  0.813854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie running out of time
Start Entity:     Running Out of Time
Gold Answer:      [['Alan Mak', 'Gerald Ayres', 'Cathy Yuspa', 'Josh Goldsmith', 'Diane Drake', 'John Van Druten', 'Alex Law']]
Predicted Ans:    Diane Drake
Predicted Path:   Running Out of Time --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Path (Raw):       Running Out of Time --[starred_actors]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Neg LogProb(↓):   0.788451
Path Entropy(↓):  1.095575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did samuli valkama write
Start Entity:     Samuli Valkama
Gold Answer:      [['Love and Other Troubles']]
Predicted Ans:    Love and Other Troubles
Predicted Path:   Samuli Valkama --[(INV) written_by]--> Love and Other Troubles --[written_by]--> Samuli Valkama --[(INV) written_by]--> Love and Other Troubles
Path (Raw):       Samuli Valkama --[(INV) written_by]--> Love and Other Troubles --[written_by]--> Samuli Valkama --[(INV) written_by]--> Love and Other Troubles
Neg LogProb(↓):   0.156437
Path Entropy(↓):  0.420255
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie brooklyn's finest were in which genres
Start Entity:     Brooklyn's Finest
Gold Answer:      [['Crime', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Brooklyn's Finest --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Olympus Has Fallen --[has_genre]--> Action
Path (Raw):       Brooklyn's Finest --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Olympus Has Fallen --[has_genre]--> Action
Neg LogProb(↓):   0.004404
Path Entropy(↓):  0.032667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by scott baio
Start Entity:     Scott Baio
Gold Answer:      [['1982', '1976']]
Predicted Ans:    1976
Predicted Path:   Scott Baio --[(INV) starred_actors]--> Bugsy Malone --[release_year]--> 1976
Path (Raw):       Scott Baio --[No Operation]--> Scott Baio --[(INV) starred_actors]--> Bugsy Malone --[release_year]--> 1976
Neg LogProb(↓):   0.017981
Path Entropy(↓):  0.089429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed wild rovers
Start Entity:     Wild Rovers
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Wild Rovers --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Path (Raw):       Wild Rovers --[directed_by]--> Blake Edwards --[(INV) directed_by]--> Curse of the Pink Panther --[has_genre]--> Comedy
Neg LogProb(↓):   1.278158
Path Entropy(↓):  1.347869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in limelight
Start Entity:     Limelight
Gold Answer:      [['Robert Wise', 'George Cukor', 'Jan de Bont', 'Cecil B. DeMille', 'Buster Keaton', 'Edward F. Cline', 'Anthony Quinn', 'Carol Reed', 'Henry Jaglom', 'Clyde Bruckman', 'Jack Smight', 'John Boorman', 'Martin Ritt', 'Edward Sedgwick', 'Nicholas Stoller', 'John G. Avildsen', 'Richard Lester', 'Anthony B. Richmond', 'Tony Richardson', 'Ralph Nelson', 'Norman Z. McLeod']]
Predicted Ans:    John G. Avildsen
Predicted Path:   Limelight --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[directed_by]--> John G. Avildsen
Path (Raw):       Limelight --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Neighbors --[directed_by]--> John G. Avildsen
Neg LogProb(↓):   1.672218
Path Entropy(↓):  3.039381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie amu starred who
Start Entity:     Amu
Gold Answer:      [['Brinda Karat', 'Ankur Khanna', 'Konkona Sen Sharma']]
Predicted Ans:    Brinda Karat
Predicted Path:   Amu --[starred_actors]--> Brinda Karat --[(INV) starred_actors]--> Amu --[starred_actors]--> Brinda Karat
Path (Raw):       Amu --[starred_actors]--> Brinda Karat --[(INV) starred_actors]--> Amu --[starred_actors]--> Brinda Karat
Neg LogProb(↓):   0.029867
Path Entropy(↓):  0.164100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by simone signoret
Start Entity:     Simone Signoret
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Simone Signoret --[(INV) starred_actors]--> The Confession --[in_language]--> French
Path (Raw):       Simone Signoret --[No Operation]--> Simone Signoret --[(INV) starred_actors]--> The Confession --[in_language]--> French
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in adventureland
Start Entity:     Adventureland
Gold Answer:      [['Antonio Macia', 'Rhett Reese', 'Paul Wernick', 'Ben Mezrich', 'Kelly Reichardt', 'Aaron Sorkin', 'Michael Brandt', 'Jonathan Raymond', 'Jim Beggarly', 'Donald Margulies', 'David Lipsky', 'Dylan Kidd', 'Richard Ayoade']]
Predicted Ans:    Greg Mottola
Predicted Path:   Adventureland --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[written_by]--> Greg Mottola
Path (Raw):       Adventureland --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[written_by]--> Greg Mottola
Neg LogProb(↓):   0.049690
Path Entropy(↓):  0.244687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies directed by david nixon
Start Entity:     David Nixon
Gold Answer:      [["Art D'Alessandro", 'Cullen Douglas', 'Patrick Doughtie', 'Sandra Thrift']]
Predicted Ans:    Art D'Alessandro
Predicted Path:   David Nixon --[(INV) directed_by]--> Letters to God --[written_by]--> Art D'Alessandro
Path (Raw):       David Nixon --[No Operation]--> David Nixon --[(INV) directed_by]--> Letters to God --[written_by]--> Art D'Alessandro
Neg LogProb(↓):   0.684958
Path Entropy(↓):  0.784816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie yossi were released in which years
Start Entity:     Yossi
Gold Answer:      [['2001', '2011', '2004']]
Predicted Ans:    2011
Predicted Path:   Yossi --[starred_actors]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[release_year]--> 2011
Path (Raw):       Yossi --[starred_actors]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote --[release_year]--> 2011
Neg LogProb(↓):   0.151629
Path Entropy(↓):  0.473228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie van diemen's land, when was it released
Start Entity:     Van Diemen's Land
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Van Diemen's Land --[release_year]--> 2009 --[(INV) release_year]--> Finding Bliss --[release_year]--> 2009
Path (Raw):       Van Diemen's Land --[release_year]--> 2009 --[(INV) release_year]--> Finding Bliss --[release_year]--> 2009
Neg LogProb(↓):   3.126322
Path Entropy(↓):  4.394877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of tie me up! tie me down!
Start Entity:     Tie Me Up! Tie Me Down!
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Tie Me Up! Tie Me Down! --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Path (Raw):       Tie Me Up! Tie Me Down! --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Neg LogProb(↓):   0.320400
Path Entropy(↓):  0.688607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film invasion of the bee girls are written by who
Start Entity:     Invasion of the Bee Girls
Gold Answer:      [['Val Guest', 'Jack Hill']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Invasion of the Bee Girls --[starred_actors]--> Victoria Vetri --[(INV) starred_actors]--> Invasion of the Bee Girls --[written_by]--> Nicholas Meyer
Path (Raw):       Invasion of the Bee Girls --[starred_actors]--> Victoria Vetri --[(INV) starred_actors]--> Invasion of the Bee Girls --[written_by]--> Nicholas Meyer
Neg LogProb(↓):   0.090681
Path Entropy(↓):  0.316312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies directed by veronica kedar released
Start Entity:     Veronica Kedar
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Veronica Kedar --[(INV) directed_by]--> Joe + Belle --[release_year]--> 2011
Path (Raw):       Veronica Kedar --[No Operation]--> Veronica Kedar --[(INV) directed_by]--> Joe + Belle --[release_year]--> 2011
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed finding neverland
Start Entity:     Finding Neverland
Gold Answer:      [['English', 'Dari']]
Predicted Ans:    English
Predicted Path:   Finding Neverland --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[in_language]--> English
Path (Raw):       Finding Neverland --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[in_language]--> English
Neg LogProb(↓):   0.087658
Path Entropy(↓):  0.293450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by jay baruchel
Start Entity:     Jay Baruchel
Gold Answer:      [['Jonathan Sobol', 'David Ray', 'Chaz Thorne', 'Evan Goldberg', 'Seth Rogen', 'Jon Turteltaub', 'Michael Dowse', 'Jim Field Smith', 'Dean DeBlois', 'Chris Sanders', 'Kyle Newman', 'Zackary Adler']]
Predicted Ans:    Dean DeBlois
Predicted Path:   Jay Baruchel --[(INV) starred_actors]--> How to Train Your Dragon --[directed_by]--> Dean DeBlois
Path (Raw):       Jay Baruchel --[No Operation]--> Jay Baruchel --[(INV) starred_actors]--> How to Train Your Dragon --[directed_by]--> Dean DeBlois
Neg LogProb(↓):   0.122726
Path Entropy(↓):  0.499559
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed tokyo drifter
Start Entity:     Tokyo Drifter
Gold Answer:      [['1963', '1964', '2001', '2005', '1965', '1967']]
Predicted Ans:    1966
Predicted Path:   Tokyo Drifter --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Tokyo Drifter --[release_year]--> 1966
Path (Raw):       Tokyo Drifter --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Tokyo Drifter --[release_year]--> 1966
Neg LogProb(↓):   0.938221
Path Entropy(↓):  1.518473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you give a few words describing what the hotel new hampshire is about
Start Entity:     The Hotel New Hampshire
Gold Answer:      [['jodie foster']]
Predicted Ans:    jodie foster
Predicted Path:   The Hotel New Hampshire --[has_tags]--> jodie foster --[(INV) has_tags]--> Flightplan --[has_tags]--> jodie foster
Path (Raw):       The Hotel New Hampshire --[has_tags]--> jodie foster --[(INV) has_tags]--> Flightplan --[has_tags]--> jodie foster
Neg LogProb(↓):   0.013800
Path Entropy(↓):  0.074556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by heart of midnight writers release
Start Entity:     Heart of Midnight
Gold Answer:      [['2011']]
Predicted Ans:    1988
Predicted Path:   Heart of Midnight --[written_by]--> Matthew Chapman --[(INV) written_by]--> Heart of Midnight --[release_year]--> 1988
Path (Raw):       Heart of Midnight --[written_by]--> Matthew Chapman --[(INV) written_by]--> Heart of Midnight --[release_year]--> 1988
Neg LogProb(↓):   0.003837
Path Entropy(↓):  0.025133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by carla del poggio release
Start Entity:     Carla Del Poggio
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Carla Del Poggio --[(INV) starred_actors]--> Variety Lights --[release_year]--> 1950
Path (Raw):       Carla Del Poggio --[No Operation]--> Carla Del Poggio --[(INV) starred_actors]--> Variety Lights --[release_year]--> 1950
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by romeo + juliet screenwriters
Start Entity:     Romeo + Juliet
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Romeo + Juliet --[written_by]--> William Shakespeare --[(INV) written_by]--> Romeo and Juliet --[in_language]--> English
Path (Raw):       Romeo + Juliet --[written_by]--> William Shakespeare --[(INV) written_by]--> Romeo and Juliet --[in_language]--> English
Neg LogProb(↓):   3.844991
Path Entropy(↓):  3.054221
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for hereafter
Start Entity:     Hereafter
Gold Answer:      [['Peter Morgan']]
Predicted Ans:    Peter Morgan
Predicted Path:   Hereafter --[written_by]--> Peter Morgan --[(INV) written_by]--> Hereafter --[written_by]--> Peter Morgan
Path (Raw):       Hereafter --[written_by]--> Peter Morgan --[(INV) written_by]--> Hereafter --[written_by]--> Peter Morgan
Neg LogProb(↓):   0.154602
Path Entropy(↓):  0.424735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the last kiss also appears in which movies
Start Entity:     The Last Kiss
Gold Answer:      [['The Killer Inside Me', "Ain't Them Bodies Saints", 'Soul Survivors', 'The Ex', 'Desert Blue', 'To Die For', 'Garden State', 'Tower Heist', 'Jumper', 'ParaNorman', 'Lonesome Jim', 'Wish I Was Here', 'The High Cost of Living', 'Gone Baby Gone', 'Waiting for Forever', '200 Cigarettes', 'New York, I Love You', 'Gerry']]
Predicted Ans:    The Last Kiss
Predicted Path:   The Last Kiss --[starred_actors]--> Casey Affleck --[(INV) starred_actors]--> The Last Kiss
Path (Raw):       The Last Kiss --[starred_actors]--> Casey Affleck --[No Operation]--> Casey Affleck --[(INV) starred_actors]--> The Last Kiss
Neg LogProb(↓):   0.228799
Path Entropy(↓):  0.659942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the writer of nadja
Start Entity:     Nadja
Gold Answer:      [['Michael Almereyda']]
Predicted Ans:    Michael Almereyda
Predicted Path:   Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Happy Here and Now --[written_by]--> Michael Almereyda
Path (Raw):       Nadja --[written_by]--> Michael Almereyda --[(INV) written_by]--> Happy Here and Now --[written_by]--> Michael Almereyda
Neg LogProb(↓):   0.091646
Path Entropy(↓):  0.297274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by william fawcett
Start Entity:     William Fawcett
Gold Answer:      [['Gerald Geraghty']]
Predicted Ans:    Gerald Geraghty
Predicted Path:   William Fawcett --[(INV) starred_actors]--> Barbed Wire --[written_by]--> Gerald Geraghty
Path (Raw):       William Fawcett --[No Operation]--> William Fawcett --[(INV) starred_actors]--> Barbed Wire --[written_by]--> Gerald Geraghty
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of tales from the crypt
Start Entity:     Tales from the Crypt
Gold Answer:      [['Daniel Massey', 'Mike Pratt', 'Peter Cushing', 'Christopher Lee', 'Anna Massey']]
Predicted Ans:    Ralph Richardson
Predicted Path:   Tales from the Crypt --[written_by]--> Milton Subotsky --[(INV) written_by]--> Tales from the Crypt --[starred_actors]--> Ralph Richardson
Path (Raw):       Tales from the Crypt --[written_by]--> Milton Subotsky --[(INV) written_by]--> Tales from the Crypt --[starred_actors]--> Ralph Richardson
Neg LogProb(↓):   0.386776
Path Entropy(↓):  0.691343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by westward the women actors release
Start Entity:     Westward the Women
Gold Answer:      [['1946', '1954', '2008', '1936', '1967', '1935', '1941', '1939', '1933', '1951', '1982', '1953', '1931', '1995', '1940', '1938', '1955', '1964', '1949', '1950', '1937', '1952', '1958']]
Predicted Ans:    1952
Predicted Path:   Westward the Women --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Ivanhoe --[release_year]--> 1952
Path (Raw):       Westward the Women --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Ivanhoe --[release_year]--> 1952
Neg LogProb(↓):   1.670056
Path Entropy(↓):  3.096385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the night strangler
Start Entity:     The Night Strangler
Gold Answer:      [['Lew Landers', 'Richard Kelly', 'Bob Clark', 'Ulli Lommel', 'Shawn Levy', 'A.J. Kparr', 'Boris Sagal', 'Terence Fisher', 'David Koepp', 'Dan Curtis', 'Terence Young', 'Joel Schumacher', 'Jack Arnold', 'Sidney Salkow', 'Steven Spielberg', 'Ubaldo Ragona', 'Francis Lawrence', 'Roger Corman', 'Vincent Ward', 'Jeannot Szwarc', 'John Hough', 'James McTeigue']]
Predicted Ans:    Roger Corman
Predicted Path:   The Night Strangler --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       The Night Strangler --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.301276
Path Entropy(↓):  1.033793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by daren kagasoff release
Start Entity:     Daren Kagasoff
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Daren Kagasoff --[(INV) starred_actors]--> Ouija --[release_year]--> 2014
Path (Raw):       Daren Kagasoff --[No Operation]--> Daren Kagasoff --[(INV) starred_actors]--> Ouija --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie charlie chan in honolulu
Start Entity:     Charlie Chan in Honolulu
Gold Answer:      [['Philip Wylie', 'Earl Derr Biggers']]
Predicted Ans:    Philip Wylie
Predicted Path:   Charlie Chan in Honolulu --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Path (Raw):       Charlie Chan in Honolulu --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Neg LogProb(↓):   0.015465
Path Entropy(↓):  0.100177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by casper christensen
Start Entity:     Casper Christensen
Gold Answer:      [['Frank Hvam']]
Predicted Ans:    Casper Christensen
Predicted Path:   Casper Christensen --[(INV) written_by]--> Klown --[starred_actors]--> Casper Christensen
Path (Raw):       Casper Christensen --[No Operation]--> Casper Christensen --[(INV) written_by]--> Klown --[starred_actors]--> Casper Christensen
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie tulsa were released in which years
Start Entity:     Tulsa
Gold Answer:      [['1946', '1949', '1954', '1950', '1951', '1942', '1945', '1952']]
Predicted Ans:    1945
Predicted Path:   Tulsa --[directed_by]--> Stuart Heisler --[(INV) directed_by]--> Along Came Jones --[release_year]--> 1945
Path (Raw):       Tulsa --[directed_by]--> Stuart Heisler --[(INV) directed_by]--> Along Came Jones --[release_year]--> 1945
Neg LogProb(↓):   0.467704
Path Entropy(↓):  1.000842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of housekeeping
Start Entity:     Housekeeping
Gold Answer:      [['That Sinking Feeling', 'Comfort and Joy', 'Local Hero', 'Breaking In', 'Being Human', "Gregory's Girl"]]
Predicted Ans:    Comfort and Joy
Predicted Path:   Housekeeping --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy
Path (Raw):       Housekeeping --[No Operation]--> Housekeeping --[directed_by]--> Bill Forsyth --[(INV) directed_by]--> Comfort and Joy
Neg LogProb(↓):   0.659659
Path Entropy(↓):  1.325498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies are about michelle rodriguez
Start Entity:     michelle rodriguez
Gold Answer:      [['Avatar', 'Machete', 'S.W.A.T.', 'The Fast and the Furious', 'Girlfight']]
Predicted Ans:    Æon Flux
Predicted Path:   michelle rodriguez --[(INV) has_tags]--> Girlfight --[has_tags]--> karyn kusama --[(INV) has_tags]--> Æon Flux
Path (Raw):       michelle rodriguez --[(INV) has_tags]--> Girlfight --[has_tags]--> karyn kusama --[(INV) has_tags]--> Æon Flux
Neg LogProb(↓):   0.115148
Path Entropy(↓):  0.472451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of michael j. wilson written films
Start Entity:     Michael J. Wilson
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Michael J. Wilson --[(INV) written_by]--> Ice Age --[release_year]--> 2002
Path (Raw):       Michael J. Wilson --[No Operation]--> Michael J. Wilson --[(INV) written_by]--> Ice Age --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie all i want for christmas were in which languages
Start Entity:     All I Want for Christmas
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   All I Want for Christmas --[directed_by]--> Robert Lieberman --[(INV) directed_by]--> Breakaway --[in_language]--> English
Path (Raw):       All I Want for Christmas --[directed_by]--> Robert Lieberman --[(INV) directed_by]--> Breakaway --[in_language]--> English
Neg LogProb(↓):   0.015248
Path Entropy(↓):  0.090692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by mami koyama in
Start Entity:     Mami Koyama
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Mami Koyama --[(INV) starred_actors]--> Akira --[in_language]--> Japanese
Path (Raw):       Mami Koyama --[No Operation]--> Mami Koyama --[(INV) starred_actors]--> Akira --[in_language]--> Japanese
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film two weeks notice were released in which years
Start Entity:     Two Weeks Notice
Gold Answer:      [['2014', '2009', '2007']]
Predicted Ans:    2014
Predicted Path:   Two Weeks Notice --[directed_by]--> Marc Lawrence --[(INV) directed_by]--> The Rewrite --[release_year]--> 2014
Path (Raw):       Two Weeks Notice --[directed_by]--> Marc Lawrence --[(INV) directed_by]--> The Rewrite --[release_year]--> 2014
Neg LogProb(↓):   0.580517
Path Entropy(↓):  1.027657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of haunted castle
Start Entity:     Haunted Castle
Gold Answer:      [['Encounter in the Third Dimension']]
Predicted Ans:    Encounter in the Third Dimension
Predicted Path:   Haunted Castle --[written_by]--> Ben Stassen --[(INV) written_by]--> Encounter in the Third Dimension
Path (Raw):       Haunted Castle --[No Operation]--> Haunted Castle --[written_by]--> Ben Stassen --[(INV) written_by]--> Encounter in the Third Dimension
Neg LogProb(↓):   0.327348
Path Entropy(↓):  0.736017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie love and bullets were released in which years
Start Entity:     Love and Bullets
Gold Answer:      [['1970', '1985', '1967', '1974', '1984', '1977', '1968', '1982', '1983', '1976', '1972', '1981', '1961', '2011', '1988', '1975', '1966', '1960', '1987', '1986', '1958']]
Predicted Ans:    1968
Predicted Path:   Love and Bullets --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       Love and Bullets --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.120428
Path Entropy(↓):  0.499847
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by carissa capobianco were directed by who
Start Entity:     Carissa Capobianco
Gold Answer:      [['Gregg Bishop']]
Predicted Ans:    Gregg Bishop
Predicted Path:   Carissa Capobianco --[(INV) starred_actors]--> Dance of the Dead --[directed_by]--> Gregg Bishop
Path (Raw):       Carissa Capobianco --[No Operation]--> Carissa Capobianco --[(INV) starred_actors]--> Dance of the Dead --[directed_by]--> Gregg Bishop
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by tropic thunder actors release
Start Entity:     Tropic Thunder
Gold Answer:      [['1976', '2009', '1933', '1939', '2001', '2008', '2003', '2005', '2010', '2004', '1996', '2006', '2002', '2011', '1977']]
Predicted Ans:    1976
Predicted Path:   Tropic Thunder --[starred_actors]--> Jack Black --[(INV) starred_actors]--> King Kong --[release_year]--> 1976
Path (Raw):       Tropic Thunder --[starred_actors]--> Jack Black --[(INV) starred_actors]--> King Kong --[release_year]--> 1976
Neg LogProb(↓):   0.986262
Path Entropy(↓):  1.904805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the notorious landlady
Start Entity:     The Notorious Landlady
Gold Answer:      [['1946', '1954', '1992', '1959', '1993', '1936', '1935', '1967', '1979', '1941', '1974', '1984', '1977', '1968', '1963', '1998', '1939', '1957', '1951', '1982', '1973', '1953', '1956', '1931', '1943', '1995', '1976', '1948', '1972', '1989', '1942', '1940', '1938', '1996', '1981', '1955', '1986', '1962', '1934', '2000', '1964', '1949', '1997', '1966', '1950', '1960', '1991', '1965', '1999', '1945', '1969', '1937', '1958']]
Predicted Ans:    1981
Predicted Path:   The Notorious Landlady --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Buddy Buddy --[release_year]--> 1981
Path (Raw):       The Notorious Landlady --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Buddy Buddy --[release_year]--> 1981
Neg LogProb(↓):   2.009893
Path Entropy(↓):  3.256708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by robert a. heinlein starred which actors
Start Entity:     Robert A. Heinlein
Gold Answer:      [['Donald Sutherland', 'Sarah Snook', 'Ethan Hawke', 'Julie Warner', 'Eric Thal', 'Keith David']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Robert A. Heinlein --[(INV) written_by]--> Predestination --[starred_actors]--> Ethan Hawke
Path (Raw):       Robert A. Heinlein --[No Operation]--> Robert A. Heinlein --[(INV) written_by]--> Predestination --[starred_actors]--> Ethan Hawke
Neg LogProb(↓):   0.227502
Path Entropy(↓):  0.760466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by spencer breslin
Start Entity:     Spencer Breslin
Gold Answer:      [['Jason Lethcoe']]
Predicted Ans:    Jason Lethcoe
Predicted Path:   Spencer Breslin --[(INV) starred_actors]--> Zoom --[written_by]--> Jason Lethcoe
Path (Raw):       Spencer Breslin --[No Operation]--> Spencer Breslin --[(INV) starred_actors]--> Zoom --[written_by]--> Jason Lethcoe
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of a woman's face
Start Entity:     A Woman's Face
Gold Answer:      [['Marie Dressler', 'Bing Crosby', 'Madeleine Carroll', 'Ronald Colman', 'Garry Shandling', 'Cary Grant', 'James Stewart', 'Annette Bening', 'Katharine Hepburn', 'Louis Calhern', 'Wallace Beery', 'Maria Ouspenskaya', 'Lynne Frederick', 'Burgess Meredith', 'Raymond Massey', 'Warren Beatty', 'Fredric March', 'Charles Laughton', 'Stewart Granger', 'Elke Sommer', 'John Barrymore', 'Doris Nolan', 'Lew Ayres', 'Melvyn Douglas', 'Ruth Hussey', 'Jane Greer', 'Lionel Jeffries', 'Charles Boyer', 'Marion Davies', 'Jean Harlow', 'Leslie Howard', 'Merle Oberon', 'Irene Dunne', 'Spencer Tracy', 'Deborah Kerr', 'Norma Shearer', 'C. Aubrey Smith', 'Peter Sellers']]
Predicted Ans:    Bing Crosby
Predicted Path:   A Woman's Face --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[starred_actors]--> Bing Crosby
Path (Raw):       A Woman's Face --[written_by]--> Donald Ogden Stewart --[(INV) written_by]--> Going Hollywood --[starred_actors]--> Bing Crosby
Neg LogProb(↓):   0.338496
Path Entropy(↓):  0.888365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did chris sparling write the story for
Start Entity:     Chris Sparling
Gold Answer:      [['Buried']]
Predicted Ans:    Buried
Predicted Path:   Chris Sparling --[(INV) written_by]--> Buried --[written_by]--> Chris Sparling --[(INV) written_by]--> Buried
Path (Raw):       Chris Sparling --[(INV) written_by]--> Buried --[written_by]--> Chris Sparling --[(INV) written_by]--> Buried
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by sally forrest
Start Entity:     Sally Forrest
Gold Answer:      [['Joseph Pevney']]
Predicted Ans:    Joseph Pevney
Predicted Path:   Sally Forrest --[(INV) starred_actors]--> The Strange Door --[directed_by]--> Joseph Pevney
Path (Raw):       Sally Forrest --[No Operation]--> Sally Forrest --[(INV) starred_actors]--> The Strange Door --[directed_by]--> Joseph Pevney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in moving
Start Entity:     Moving
Gold Answer:      [['Drama', 'Biography', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Moving --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Path (Raw):       Moving --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[has_genre]--> Comedy
Neg LogProb(↓):   0.693515
Path Entropy(↓):  0.696514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the playboys
Start Entity:     The Playboys
Gold Answer:      [['Esther Freud', 'Steve Martin', 'Gillies MacKinnon', 'Nick Perry', 'George Eliot', 'Rupert Wyatt']]
Predicted Ans:    Nick Perry
Predicted Path:   The Playboys --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> The Escapist --[written_by]--> Nick Perry
Path (Raw):       The Playboys --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> The Escapist --[written_by]--> Nick Perry
Neg LogProb(↓):   0.301434
Path Entropy(↓):  0.607106
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in state of the union
Start Entity:     State of the Union
Gold Answer:      [['Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   State of the Union --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Path (Raw):       State of the Union --[starred_actors]--> Spencer Tracy --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Neg LogProb(↓):   0.002913
Path Entropy(↓):  0.021772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by rick moranis
Start Entity:     Rick Moranis
Gold Answer:      [['Dave Thomas']]
Predicted Ans:    Rick Moranis
Predicted Path:   Rick Moranis --[(INV) directed_by]--> Strange Brew --[directed_by]--> Rick Moranis
Path (Raw):       Rick Moranis --[No Operation]--> Rick Moranis --[(INV) directed_by]--> Strange Brew --[directed_by]--> Rick Moranis
Neg LogProb(↓):   0.007778
Path Entropy(↓):  0.050826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies was jason schafer the writer of
Start Entity:     Jason Schafer
Gold Answer:      [['Trick']]
Predicted Ans:    Trick
Predicted Path:   Jason Schafer --[(INV) written_by]--> Trick --[written_by]--> Jason Schafer --[(INV) written_by]--> Trick
Path (Raw):       Jason Schafer --[(INV) written_by]--> Trick --[written_by]--> Jason Schafer --[(INV) written_by]--> Trick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of angels over broadway
Start Entity:     Angels Over Broadway
Gold Answer:      [['Edward Bernds', 'Robert Montgomery', 'Julien Duvivier', 'Erich von Stroheim', 'James Cruze', 'William A. Wellman', 'Frank Borzage', 'Lewis Milestone', 'Billy Wilder', 'Henry Hathaway', 'Otto Preminger', 'Andrea Arnold', 'Robert Fuest', 'Ernst Lubitsch', 'Alfred Hitchcock', 'Jack Conway', 'William Wyler', 'Charles Vidor', 'George Stevens', 'Barbet Schroeder', 'Norman Z. McLeod', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Angels Over Broadway --[written_by]--> Ben Hecht --[(INV) written_by]--> Monkey Business --[directed_by]--> Howard Hawks
Path (Raw):       Angels Over Broadway --[written_by]--> Ben Hecht --[(INV) written_by]--> Monkey Business --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.698460
Path Entropy(↓):  2.326482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of daniel p. mannix
Start Entity:     Daniel P. Mannix
Gold Answer:      [['Ted Berman']]
Predicted Ans:    Ted Berman
Predicted Path:   Daniel P. Mannix --[(INV) written_by]--> The Fox and the Hound --[written_by]--> Ted Berman
Path (Raw):       Daniel P. Mannix --[No Operation]--> Daniel P. Mannix --[(INV) written_by]--> The Fox and the Hound --[written_by]--> Ted Berman
Neg LogProb(↓):   0.150102
Path Entropy(↓):  0.403856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of ari handel
Start Entity:     Ari Handel
Gold Answer:      [['Darren Aronofsky']]
Predicted Ans:    Darren Aronofsky
Predicted Path:   Ari Handel --[(INV) written_by]--> Noah --[directed_by]--> Darren Aronofsky
Path (Raw):       Ari Handel --[No Operation]--> Ari Handel --[(INV) written_by]--> Noah --[directed_by]--> Darren Aronofsky
Neg LogProb(↓):   0.581414
Path Entropy(↓):  0.688604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by nat dewolf were in which genres
Start Entity:     Nat DeWolf
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nat DeWolf --[(INV) starred_actors]--> Lisa Picard Is Famous --[has_genre]--> Comedy
Path (Raw):       Nat DeWolf --[No Operation]--> Nat DeWolf --[(INV) starred_actors]--> Lisa Picard Is Famous --[has_genre]--> Comedy
Neg LogProb(↓):   0.370317
Path Entropy(↓):  0.618688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the court jester
Start Entity:     The Court Jester
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   The Court Jester --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       The Court Jester --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   2.509905
Path Entropy(↓):  3.894439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote pigskin parade
Start Entity:     Pigskin Parade
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Pigskin Parade --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway --[has_genre]--> Musical
Path (Raw):       Pigskin Parade --[written_by]--> Nat Perrin --[(INV) written_by]--> Stowaway --[has_genre]--> Musical
Neg LogProb(↓):   0.647266
Path Entropy(↓):  1.130808
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film destroyer
Start Entity:     Destroyer
Gold Answer:      [['J. Lee Thompson', 'William Dieterle', 'Fritz Lang', 'Cecil B. DeMille', 'Edward F. Cline', 'Delmer Daves', 'John Huston', 'Rudolph Maté', 'Lewis Allen', 'Roy Rowland', 'William A. Wellman', 'Mervyn LeRoy', 'Blake Edwards', 'Giulio Paradisi', 'Billy Wilder', 'Thomas McCarthy', 'Henry Hathaway', 'John Ford', 'Alfred E. Green', 'Jack Smight', 'George Marshall', 'Mark Robson', 'Anthony Mann', 'Michael Curtiz', 'S. Sylvan Simon', 'Jerry Paris', 'Frank Capra', 'Budd Boetticher', 'Anatole Litvak', 'Michael Gordon', 'Luchino Visconti', 'Jack Arnold', 'Wesley Ruggles', 'Jack Cardiff', 'Curtis Bernhardt', 'Arnold Laven', 'Vincente Minnelli', 'John Farrow', 'Delbert Mann', 'Roger Corman', 'Lloyd Bacon', 'Charles Vidor', 'Orson Welles', 'Joseph H. Lewis', 'Ralph Nelson', 'Phil Karlson', 'Joseph L. Mankiewicz', 'Howard Hawks', 'Gary Sherman']]
Predicted Ans:    Frank Capra
Predicted Path:   Destroyer --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       Destroyer --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.478232
Path Entropy(↓):  1.052497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the autobiography of miss jane pittman
Start Entity:     The Autobiography of Miss Jane Pittman
Gold Answer:      [['Leo Penn', 'Martin Ritt', 'Peter Masterson']]
Predicted Ans:    Martin Ritt
Predicted Path:   The Autobiography of Miss Jane Pittman --[starred_actors]--> Cicely Tyson --[(INV) starred_actors]--> Sounder --[directed_by]--> Martin Ritt
Path (Raw):       The Autobiography of Miss Jane Pittman --[starred_actors]--> Cicely Tyson --[(INV) starred_actors]--> Sounder --[directed_by]--> Martin Ritt
Neg LogProb(↓):   0.108799
Path Entropy(↓):  0.346707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the may fools director
Start Entity:     May Fools
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   May Fools --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Path (Raw):       May Fools --[directed_by]--> Louis Malle --[(INV) directed_by]--> Elevator to the Gallows --[has_genre]--> Crime
Neg LogProb(↓):   0.074696
Path Entropy(↓):  0.332056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the tracker director
Start Entity:     The Tracker
Gold Answer:      [['Aboriginal']]
Predicted Ans:    Aboriginal
Predicted Path:   The Tracker --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[in_language]--> Aboriginal
Path (Raw):       The Tracker --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[in_language]--> Aboriginal
Neg LogProb(↓):   0.000305
Path Entropy(↓):  0.002871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote kill the irishman
Start Entity:     Kill the Irishman
Gold Answer:      [['Kim Miyori', 'Callard Harris', 'Veronica Sywak', 'Dolph Lundgren', 'Jeroen Krabbé', 'Adam Brody', 'Val Kilmer', 'Elisabeth Shue', 'Kristen Schaal', 'Rob Huebel']]
Predicted Ans:    Val Kilmer
Predicted Path:   Kill the Irishman --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> The Saint --[starred_actors]--> Val Kilmer
Path (Raw):       Kill the Irishman --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> The Saint --[starred_actors]--> Val Kilmer
Neg LogProb(↓):   0.010751
Path Entropy(↓):  0.069155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of touch of pink
Start Entity:     Touch of Pink
Gold Answer:      [['Ian Iqbal Rashid']]
Predicted Ans:    Ian Iqbal Rashid
Predicted Path:   Touch of Pink --[written_by]--> Ian Iqbal Rashid --[(INV) written_by]--> Touch of Pink --[written_by]--> Ian Iqbal Rashid
Path (Raw):       Touch of Pink --[written_by]--> Ian Iqbal Rashid --[(INV) written_by]--> Touch of Pink --[written_by]--> Ian Iqbal Rashid
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of hal ashby directed movies
Start Entity:     Hal Ashby
Gold Answer:      [['1976', '1978', '1970', '1975', '1971', '1982', '1973', '1985', '1979', '1986']]
Predicted Ans:    1986
Predicted Path:   Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Path (Raw):       Hal Ashby --[No Operation]--> Hal Ashby --[(INV) directed_by]--> 8 Million Ways to Die --[release_year]--> 1986
Neg LogProb(↓):   1.027366
Path Entropy(↓):  1.689401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film viva zapata!
Start Entity:     Viva Zapata!
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Viva Zapata! --[release_year]--> 1952 --[(INV) release_year]--> My Son John --[release_year]--> 1952
Path (Raw):       Viva Zapata! --[release_year]--> 1952 --[(INV) release_year]--> My Son John --[release_year]--> 1952
Neg LogProb(↓):   1.922571
Path Entropy(↓):  3.152799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film flying tigers
Start Entity:     Flying Tigers
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Flying Tigers --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Flying Tigers --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.495077
Path Entropy(↓):  4.676411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by carmen electra in
Start Entity:     Carmen Electra
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Horror
Predicted Path:   Carmen Electra --[(INV) starred_actors]--> 2-Headed Shark Attack --[has_genre]--> Horror
Path (Raw):       Carmen Electra --[No Operation]--> Carmen Electra --[(INV) starred_actors]--> 2-Headed Shark Attack --[has_genre]--> Horror
Neg LogProb(↓):   0.000155
Path Entropy(↓):  0.001624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in antarctica
Start Entity:     Antarctica
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Antarctica --[starred_actors]--> Ken Takakura --[(INV) starred_actors]--> Black Rain --[in_language]--> Japanese
Path (Raw):       Antarctica --[starred_actors]--> Ken Takakura --[(INV) starred_actors]--> Black Rain --[in_language]--> Japanese
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000266
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie ararat are written by who
Start Entity:     Ararat
Gold Answer:      [['René Hardy', 'Robert Littell', 'Jay Parini', 'Michael Mann', 'Michael Schroeder', 'John Huston', 'David Auburn', 'Sandra Fierlinger', 'Paul Fierlinger', 'Thomas Michael Donnelly', 'Luigi Cozzi', 'Nat Wachsberger', 'Russel Crouse', 'Howard Lindsay', 'Ernest Lehman', 'Michael Hoffman', 'Gavin Lambert', 'William Marchant', 'David France', 'Robert Baer', 'Ruba Nadda', 'Budd Schulberg', 'Cecil Lewis', 'Steve Tesich', 'Howard Barker', 'Richard Matheson', 'Terry Gilliam', 'Eric Roth', 'Marie Brenner', 'Patrick Lussier', 'Harold Robbins', 'Stephen Gaghan', 'Shane Acker', 'Augusto Caminito', 'John Buell', 'Rudyard Kipling', 'Pamela Pettler', 'Akiva Goldsman', 'Jean Giono', 'Sylvia Nasar', 'Mick Molloy', 'Terrence Malick', 'Lewis Gilbert', 'Russell Gewirtz', 'Anders Bodelsen', 'Charles McKeown']]
Predicted Ans:    Michael Mann
Predicted Path:   Ararat --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Path (Raw):       Ararat --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Neg LogProb(↓):   1.065918
Path Entropy(↓):  1.909274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by dave payne release
Start Entity:     Dave Payne
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Dave Payne --[(INV) written_by]--> Reeker --[release_year]--> 2005
Path (Raw):       Dave Payne --[No Operation]--> Dave Payne --[(INV) written_by]--> Reeker --[release_year]--> 2005
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the little mermaid fall under
Start Entity:     The Little Mermaid
Gold Answer:      [['Adventure', 'Fantasy', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   The Little Mermaid --[directed_by]--> Ron Clements --[(INV) directed_by]--> Hercules --[has_genre]--> Adventure
Path (Raw):       The Little Mermaid --[directed_by]--> Ron Clements --[(INV) directed_by]--> Hercules --[has_genre]--> Adventure
Neg LogProb(↓):   0.402492
Path Entropy(↓):  0.941415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the meteor man
Start Entity:     The Meteor Man
Gold Answer:      [['Robert Townsend', 'Daniel Taplitz', 'Bill Kerby']]
Predicted Ans:    Robert Townsend
Predicted Path:   The Meteor Man --[directed_by]--> Robert Townsend --[(INV) directed_by]--> The Five Heartbeats --[written_by]--> Robert Townsend
Path (Raw):       The Meteor Man --[directed_by]--> Robert Townsend --[(INV) directed_by]--> The Five Heartbeats --[written_by]--> Robert Townsend
Neg LogProb(↓):   0.014280
Path Entropy(↓):  0.088090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in george washington slept here
Start Entity:     George Washington Slept Here
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   George Washington Slept Here --[starred_actors]--> Ann Sheridan --[(INV) starred_actors]--> I Was a Male War Bride --[in_language]--> French
Path (Raw):       George Washington Slept Here --[starred_actors]--> Ann Sheridan --[(INV) starred_actors]--> I Was a Male War Bride --[in_language]--> French
Neg LogProb(↓):   0.120990
Path Entropy(↓):  0.358522
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the call of cthulhu
Start Entity:     The Call of Cthulhu
Gold Answer:      [['Sean Branney']]
Predicted Ans:    Andrew Leman
Predicted Path:   The Call of Cthulhu --[written_by]--> Sean Branney --[(INV) written_by]--> The Whisperer in Darkness --[written_by]--> Andrew Leman
Path (Raw):       The Call of Cthulhu --[written_by]--> Sean Branney --[(INV) written_by]--> The Whisperer in Darkness --[written_by]--> Andrew Leman
Neg LogProb(↓):   0.708315
Path Entropy(↓):  0.865439
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie analyze this
Start Entity:     Analyze This
Gold Answer:      [['Priscilla Chapman', 'John Hartwell', 'Michael Mann', 'Jake LaMotta', 'David Mamet', 'Michael Cimino', 'Deric Washburn', 'Louis Garfinkle', 'Quinn K. Redeker', 'Rodrigo Cortés', 'William Hjortsberg', 'Greg Glienna', 'Mary Ruth Clarke', 'Jim Herzfeld', 'Georges Simenon', 'Tonino Guerra', 'Massimo De Rita', 'Kario Salem', 'Daniel E. Taylor', 'Charles McKeown', 'Art Linson', 'James Mangold', 'Mardik Martin', 'Dan Scanlon', 'Joan Rivers', 'Daniel Gerson', 'Nicholas Pileggi', 'Andrew Stanton', 'Scott McPherson', 'Ralph Eggleston', 'Jeff Pidgeon', 'Jill Culton', 'Robert Bolt', 'Giuseppe Tornatore', 'Alan Glynn', 'Gerald Kersh', 'John D. MacDonald', 'Bernardo Bertolucci', 'Joel Schumacher', 'Chazz Palminteri', 'Justin Zackham', 'Karine Sudan', 'Mark Harris', 'Cédric Kahn', 'Paul Glickler', 'Oliver Sacks', 'Nora Ephron', 'Stephen Metcalfe', 'Ranulph Fiennes', 'Hilary Henkin', 'Larry Beinhart', 'Babaloo Mandel', 'Lowell Ganz', 'Joan Didion', 'John Gregory Dunne', 'Gregory Widen', 'Martin Scorsese', 'Luc Besson', 'David O. Russell', 'Nick Flynn', 'Peter Tolan', 'F. Scott Fitzgerald', 'Ranald MacDougall', 'James Russo', 'Alan Parker', 'Peter Abrahams', 'Gary DeVore', 'Jimmy Huston', 'Sergio Leone', 'Paul Schrader', 'Pete Docter', 'Paul Morrissey', 'Albert Husson', 'Brian De Palma', 'Wayne Kramer', 'Richard Price', 'Mary Shelley', 'Kirk Jones', 'Tom Stoppard', 'J.D. Zeik', 'Tobias Wolff', 'Matthew Quick', 'Ettore Scola', 'Tonino Benacquista', 'Terry Gilliam', 'James R. Webb', 'Harold Ramis', 'Billy Crystal', 'John Hamburg', 'Evan Daugherty', 'Robert Rodriguez', 'Edward Anderson', 'Harold Pinter', 'Irwin Winkler', 'David Grovic', 'Paul Conway', 'Bob Randall']]
Predicted Ans:    Massimo De Rita
Predicted Path:   Analyze This --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Path (Raw):       Analyze This --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Neg LogProb(↓):   1.816998
Path Entropy(↓):  3.160916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the mean season
Start Entity:     The Mean Season
Gold Answer:      [["Hart's War", 'Just Cause']]
Predicted Ans:    The Mean Season
Predicted Path:   The Mean Season --[written_by]--> John Katzenbach --[(INV) written_by]--> The Mean Season
Path (Raw):       The Mean Season --[written_by]--> John Katzenbach --[(INV) written_by]--> The Mean Season --[No Operation]--> The Mean Season
Neg LogProb(↓):   0.560877
Path Entropy(↓):  0.881373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The scriptwriter of if a man answers also wrote which films
Start Entity:     If a Man Answers
Gold Answer:      [['Thoroughly Modern Millie', 'Change of Habit', 'The Unsinkable Molly Brown']]
Predicted Ans:    If a Man Answers
Predicted Path:   If a Man Answers --[written_by]--> Richard Morris --[(INV) written_by]--> If a Man Answers
Path (Raw):       If a Man Answers --[written_by]--> Richard Morris --[(INV) written_by]--> If a Man Answers --[No Operation]--> If a Man Answers
Neg LogProb(↓):   0.382575
Path Entropy(↓):  0.674750
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed too late the hero
Start Entity:     Too Late the Hero
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Laurene Landon', 'Vicki Frederick', 'Eddie Albert', 'Catherine Deneuve', 'Ernest Borgnine', 'Gary Cooper', 'Harrison Ford', 'Dorothy Malone', 'James Stewart', 'Anita Ekberg', 'Richard Jaeckel', 'Burt Reynolds', 'Cliff Robertson', 'Bruce Davison', 'Joseph Cotten', 'Peter Finch', 'Dean Martin', 'Ben Johnson', 'Bette Davis', 'Lee Marvin', 'Martine Carol', 'Paul Winfield', 'Wendell Corey', 'Jack Palance', 'Joan Crawford', 'Gene Wilder', 'Robert Strauss', 'Kim Novak', 'Jeff Chandler', 'Ralph Meeker', 'Denise Darcel', 'Burt Lancaster', 'Ursula Andress', 'Kirk Douglas', 'Jean Hagen', 'Hardy Krüger', 'Charles Bronson', 'Cesar Romero', 'Frank Sinatra', 'Ida Lupino', 'Jim Brown', 'Rock Hudson']]
Predicted Ans:    Bette Davis
Predicted Path:   Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Path (Raw):       Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.766037
Path Entropy(↓):  1.195683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by guillermo martinez were in which genres
Start Entity:     Guillermo Martínez
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Guillermo Martínez --[(INV) written_by]--> The Oxford Murders --[has_genre]--> Thriller
Path (Raw):       Guillermo Martínez --[No Operation]--> Guillermo Martínez --[(INV) written_by]--> The Oxford Murders --[has_genre]--> Thriller
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by robert zemeckis were released in which years
Start Entity:     Robert Zemeckis
Gold Answer:      [['1980', '1978', '1997', '2009', '1990', '1992', '1989', '2004', '1938', '1985', '1999', '1979', '2011', '1984']]
Predicted Ans:    1985
Predicted Path:   Robert Zemeckis --[(INV) written_by]--> Back to the Future --[release_year]--> 1985
Path (Raw):       Robert Zemeckis --[No Operation]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future --[release_year]--> 1985
Neg LogProb(↓):   0.483023
Path Entropy(↓):  0.802363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing the son of the sheik
Start Entity:     The Son of the Sheik
Gold Answer:      [['national film registry', 'bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Son of the Sheik --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Son of the Sheik --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.169879
Path Entropy(↓):  0.462532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in desire under the elms
Start Entity:     Desire Under the Elms
Gold Answer:      [['1970', '1954', '1959', '1967', '1979', '1977', '1968', '1963', '1998', '1957', '1953', '1956', '1983', '1995', '1976', '1948', '1972', '1971', '2002', '1961', '1955', '1962', '1988', '1934', '1978', '1964', '2000', '1966', '1960', '1999', '1986', '1958']]
Predicted Ans:    1958
Predicted Path:   Desire Under the Elms --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       Desire Under the Elms --[starred_actors]--> Burl Ives --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   1.553048
Path Entropy(↓):  1.564654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie ride the pink horse were in which languages
Start Entity:     Ride the Pink Horse
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Ride the Pink Horse --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Ride the Pink Horse --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.694620
Path Entropy(↓):  0.706173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by adam faith
Start Entity:     Adam Faith
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Adam Faith --[(INV) starred_actors]--> Stardust --[has_genre]--> Fantasy
Path (Raw):       Adam Faith --[No Operation]--> Adam Faith --[(INV) starred_actors]--> Stardust --[has_genre]--> Fantasy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by pascal mercier
Start Entity:     Pascal Mercier
Gold Answer:      [['Jeremy Irons']]
Predicted Ans:    Jeremy Irons
Predicted Path:   Pascal Mercier --[(INV) written_by]--> Night Train to Lisbon --[starred_actors]--> Jeremy Irons
Path (Raw):       Pascal Mercier --[No Operation]--> Pascal Mercier --[(INV) written_by]--> Night Train to Lisbon --[starred_actors]--> Jeremy Irons
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by henri verneuil
Start Entity:     Henri Verneuil
Gold Answer:      [['The Burglars', 'I as in Icarus']]
Predicted Ans:    The Burglars
Predicted Path:   Henri Verneuil --[(INV) written_by]--> The Burglars --[written_by]--> David Goodis --[(INV) written_by]--> The Burglars
Path (Raw):       Henri Verneuil --[(INV) written_by]--> The Burglars --[written_by]--> David Goodis --[(INV) written_by]--> The Burglars
Neg LogProb(↓):   1.110103
Path Entropy(↓):  1.505700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the outlaw josey wales were directed by who
Start Entity:     The Outlaw Josey Wales
Gold Answer:      [['Richard Friedenberg', 'Philip Kaufman', 'Steven Spielberg']]
Predicted Ans:    Philip Kaufman
Predicted Path:   The Outlaw Josey Wales --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Path (Raw):       The Outlaw Josey Wales --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman
Neg LogProb(↓):   0.965094
Path Entropy(↓):  1.114417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the book of life fall under
Start Entity:     The Book of Life
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Book of Life --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Flirt --[has_genre]--> Drama
Path (Raw):       The Book of Life --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Flirt --[has_genre]--> Drama
Neg LogProb(↓):   0.061709
Path Entropy(↓):  0.280669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with harvey weinstein
Start Entity:     Harvey Weinstein
Gold Answer:      [['Gabriele Muccino']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   Harvey Weinstein --[(INV) directed_by]--> Playing for Keeps --[directed_by]--> Gabriele Muccino
Path (Raw):       Harvey Weinstein --[No Operation]--> Harvey Weinstein --[(INV) directed_by]--> Playing for Keeps --[directed_by]--> Gabriele Muccino
Neg LogProb(↓):   0.000401
Path Entropy(↓):  0.003533
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was joe david brown a writer on
Start Entity:     Joe David Brown
Gold Answer:      [['Stars in My Crown', 'Paper Moon']]
Predicted Ans:    Stars in My Crown
Predicted Path:   Joe David Brown --[(INV) written_by]--> Stars in My Crown --[written_by]--> Joe David Brown --[(INV) written_by]--> Stars in My Crown
Path (Raw):       Joe David Brown --[(INV) written_by]--> Stars in My Crown --[written_by]--> Joe David Brown --[(INV) written_by]--> Stars in My Crown
Neg LogProb(↓):   0.009571
Path Entropy(↓):  0.059148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in midnight in paris
Start Entity:     Midnight in Paris
Gold Answer:      [['Rachel McAdams', 'Owen Wilson']]
Predicted Ans:    Owen Wilson
Predicted Path:   Midnight in Paris --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> Free Birds --[starred_actors]--> Owen Wilson
Path (Raw):       Midnight in Paris --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> Free Birds --[starred_actors]--> Owen Wilson
Neg LogProb(↓):   0.602259
Path Entropy(↓):  1.520179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by mahie gill release
Start Entity:     Mahie Gill
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Mahie Gill --[(INV) starred_actors]--> Paan Singh Tomar --[release_year]--> 2012
Path (Raw):       Mahie Gill --[No Operation]--> Mahie Gill --[(INV) starred_actors]--> Paan Singh Tomar --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by seven angry men actors
Start Entity:     Seven Angry Men
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Seven Angry Men --[starred_actors]--> Raymond Massey --[(INV) starred_actors]--> The Scarlet Pimpernel --[in_language]--> English
Path (Raw):       Seven Angry Men --[starred_actors]--> Raymond Massey --[(INV) starred_actors]--> The Scarlet Pimpernel --[in_language]--> English
Neg LogProb(↓):   0.410342
Path Entropy(↓):  0.685373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by community
Start Entity:     community
Gold Answer:      [['Lars and the Real Girl']]
Predicted Ans:    Lars and the Real Girl
Predicted Path:   community --[(INV) has_tags]--> Lars and the Real Girl --[has_tags]--> kelli garner --[(INV) has_tags]--> Lars and the Real Girl
Path (Raw):       community --[(INV) has_tags]--> Lars and the Real Girl --[has_tags]--> kelli garner --[(INV) has_tags]--> Lars and the Real Girl
Neg LogProb(↓):   0.794257
Path Entropy(↓):  1.233871
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the getaway
Start Entity:     The Getaway
Gold Answer:      [['Sally Struthers', 'Ben Johnson', 'Ali MacGraw', 'Steve McQueen']]
Predicted Ans:    Alec Baldwin
Predicted Path:   The Getaway --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> Miami Blues --[starred_actors]--> Alec Baldwin
Path (Raw):       The Getaway --[starred_actors]--> Alec Baldwin --[(INV) starred_actors]--> Miami Blues --[starred_actors]--> Alec Baldwin
Neg LogProb(↓):   1.111669
Path Entropy(↓):  1.865196
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in the interview also appears in which films
Start Entity:     The Interview
Gold Answer:      [['Homefront', '127 Hours', 'Spring Breakers', 'The Green Hornet', 'Russian Doll', 'The Big Store', 'Proof', 'As I Lay Dying', 'Neighbors', 'V for Vendetta', 'The Matrix', 'Spider-Man', 'Monsters vs. Aliens', 'Kung Fu Panda Holiday', 'This Is the End', 'Pineapple Express', 'Sonny', 'Funny People', 'The Tender Hook', 'Your Highness', 'The Great Raid', 'The Adventures of Priscilla, Queen of the Desert', 'Flyboys', 'Annapolis', 'James Dean', 'City by the Sea', 'Ali Baba Goes to Town', 'Spider-Man 3', 'Oz the Great and Powerful', 'Howl', 'Zack and Miri Make a Porno', 'Take This Waltz', '50/50', 'True Story', 'Camille', 'Knocked Up', 'Observe and Report', 'Healing', 'Child of God', 'Last Ride', 'The Guilt Trip', 'Good Time Max', 'Spider-Man 2']]
Predicted Ans:    The Great Raid
Predicted Path:   The Interview --[starred_actors]--> James Franco --[(INV) starred_actors]--> The Great Raid
Path (Raw):       The Interview --[starred_actors]--> James Franco --[No Operation]--> James Franco --[(INV) starred_actors]--> The Great Raid
Neg LogProb(↓):   0.679645
Path Entropy(↓):  1.596534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of tom ardies written movies
Start Entity:     Tom Ardies
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Tom Ardies --[(INV) written_by]--> Russian Roulette --[release_year]--> 1975
Path (Raw):       Tom Ardies --[No Operation]--> Tom Ardies --[(INV) written_by]--> Russian Roulette --[release_year]--> 1975
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by blood actors release
Start Entity:     Blood
Gold Answer:      [['2000', '2009', '2001', '2010', '2004', '1994', '2014', '2015', '2011']]
Predicted Ans:    2014
Predicted Path:   Blood --[starred_actors]--> Paul Bettany --[(INV) starred_actors]--> The Reckoning --[release_year]--> 2014
Path (Raw):       Blood --[starred_actors]--> Paul Bettany --[(INV) starred_actors]--> The Reckoning --[release_year]--> 2014
Neg LogProb(↓):   0.698220
Path Entropy(↓):  1.338085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by peter stone were in which languages
Start Entity:     Peter Stone
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Peter Stone --[(INV) written_by]--> The Truth About Charlie --[in_language]--> English
Path (Raw):       Peter Stone --[No Operation]--> Peter Stone --[(INV) written_by]--> The Truth About Charlie --[in_language]--> English
Neg LogProb(↓):   0.426918
Path Entropy(↓):  0.648252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the dilemma director release
Start Entity:     The Dilemma
Gold Answer:      [['1995', '1988', '2001', '2008', '2003', '1992', '1989', '2005', '1991', '1996', '2006', '1982', '1985', '1994', '2013', '1986', '1984', '1977']]
Predicted Ans:    1989
Predicted Path:   The Dilemma --[directed_by]--> Ron Howard --[(INV) directed_by]--> Parenthood --[release_year]--> 1989
Path (Raw):       The Dilemma --[directed_by]--> Ron Howard --[(INV) directed_by]--> Parenthood --[release_year]--> 1989
Neg LogProb(↓):   1.176066
Path Entropy(↓):  1.814498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film war and peace
Start Entity:     War and Peace
Gold Answer:      [['1934', '1997', '2005', '1935', '2012', '1924']]
Predicted Ans:    1924
Predicted Path:   War and Peace --[written_by]--> King Vidor --[(INV) written_by]--> Wild Oranges --[release_year]--> 1924
Path (Raw):       War and Peace --[written_by]--> King Vidor --[(INV) written_by]--> Wild Oranges --[release_year]--> 1924
Neg LogProb(↓):   1.871968
Path Entropy(↓):  1.797316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed brokeback mountain
Start Entity:     Brokeback Mountain
Gold Answer:      [['1995', '2000', '1997', '2009', '2003', '1992', '1993', '1994', '1999', '2012', '2007']]
Predicted Ans:    1995
Predicted Path:   Brokeback Mountain --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[release_year]--> 1995
Path (Raw):       Brokeback Mountain --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[release_year]--> 1995
Neg LogProb(↓):   0.546558
Path Entropy(↓):  1.411349
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was richelle mead the writer of
Start Entity:     Richelle Mead
Gold Answer:      [['Vampire Academy']]
Predicted Ans:    Vampire Academy
Predicted Path:   Richelle Mead --[(INV) written_by]--> Vampire Academy --[written_by]--> Richelle Mead --[(INV) written_by]--> Vampire Academy
Path (Raw):       Richelle Mead --[(INV) written_by]--> Vampire Academy --[written_by]--> Richelle Mead --[(INV) written_by]--> Vampire Academy
Neg LogProb(↓):   0.016691
Path Entropy(↓):  0.084301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the blues brothers
Start Entity:     The Blues Brothers
Gold Answer:      [['James Brown', 'Cab Calloway', 'Dan Aykroyd', 'John Belushi']]
Predicted Ans:    Dan Aykroyd
Predicted Path:   The Blues Brothers --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Coneheads --[starred_actors]--> Dan Aykroyd
Path (Raw):       The Blues Brothers --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Coneheads --[starred_actors]--> Dan Aykroyd
Neg LogProb(↓):   0.087267
Path Entropy(↓):  0.341577
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by ken kaufman released
Start Entity:     Ken Kaufman
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2012
Predicted Path:   Ken Kaufman --[(INV) written_by]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Ken Kaufman --[No Operation]--> Ken Kaufman --[(INV) written_by]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.000809
Path Entropy(↓):  0.006599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film two days are directed by who
Start Entity:     Two Days
Gold Answer:      [['John Hamburg', 'Jay Roach', 'Judd Apatow', 'Neil LaBute', 'Nicholas Hytner', 'James L. Brooks', 'Jeff Lowell', 'Jason Bloom', 'Phil Morrison', 'Amy Heckerling', 'David Wain', 'Jesse Peretz', 'David Gordon Green']]
Predicted Ans:    James L. Brooks
Predicted Path:   Two Days --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[directed_by]--> James L. Brooks
Path (Raw):       Two Days --[starred_actors]--> Paul Rudd --[(INV) starred_actors]--> How Do You Know --[directed_by]--> James L. Brooks
Neg LogProb(↓):   0.451763
Path Entropy(↓):  1.069602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by sticky fingaz release
Start Entity:     Sticky Fingaz
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Sticky Fingaz --[(INV) written_by]--> A Day in the Life --[release_year]--> 2009
Path (Raw):       Sticky Fingaz --[No Operation]--> Sticky Fingaz --[(INV) written_by]--> A Day in the Life --[release_year]--> 2009
Neg LogProb(↓):   0.008235
Path Entropy(↓):  0.047564
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by kevin j. o'connor released
Start Entity:     Kevin J. O'Connor
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Kevin J. O'Connor --[(INV) starred_actors]--> Lord of Illusions --[release_year]--> 1995
Path (Raw):       Kevin J. O'Connor --[No Operation]--> Kevin J. O'Connor --[(INV) starred_actors]--> Lord of Illusions --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of a christmas tale
Start Entity:     A Christmas Tale
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   A Christmas Tale --[directed_by]--> Arnaud Desplechin --[(INV) directed_by]--> Esther Kahn --[in_language]--> English
Path (Raw):       A Christmas Tale --[directed_by]--> Arnaud Desplechin --[(INV) directed_by]--> Esther Kahn --[in_language]--> English
Neg LogProb(↓):   0.032589
Path Entropy(↓):  0.150167
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of karel reisz directed movies
Start Entity:     Karel Reisz
Gold Answer:      [['Alan Sillitoe', 'Robert Stone', 'James Toback', 'William Monahan', 'Clive Exton', 'Arthur Miller', 'Robert Getchell', 'Harold Pinter', 'Margaret Drabble', 'Sewell Stokes', 'Isadora Duncan', 'John Fowles', 'Melvyn Bragg', 'Judith Rascoe']]
Predicted Ans:    Robert Getchell
Predicted Path:   Karel Reisz --[(INV) directed_by]--> Sweet Dreams --[written_by]--> Robert Getchell
Path (Raw):       Karel Reisz --[No Operation]--> Karel Reisz --[(INV) directed_by]--> Sweet Dreams --[written_by]--> Robert Getchell
Neg LogProb(↓):   0.254592
Path Entropy(↓):  0.748926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by brad steiger
Start Entity:     Brad Steiger
Gold Answer:      [['Valentino']]
Predicted Ans:    Valentino
Predicted Path:   Brad Steiger --[(INV) written_by]--> Valentino --[written_by]--> Brad Steiger --[(INV) written_by]--> Valentino
Path (Raw):       Brad Steiger --[(INV) written_by]--> Valentino --[written_by]--> Brad Steiger --[(INV) written_by]--> Valentino
Neg LogProb(↓):   0.402863
Path Entropy(↓):  0.639584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by anthony daniels
Start Entity:     Anthony Daniels
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Anthony Daniels --[(INV) starred_actors]--> I Bought a Vampire Motorcycle --[has_genre]--> Comedy
Path (Raw):       Anthony Daniels --[No Operation]--> Anthony Daniels --[(INV) starred_actors]--> I Bought a Vampire Motorcycle --[has_genre]--> Comedy
Neg LogProb(↓):   0.077842
Path Entropy(↓):  0.266107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film red desert
Start Entity:     Red Desert
Gold Answer:      [['1970', '1954', '1992', '1993', '1967', '1974', '1977', '1963', '1939', '1951', '2010', '1973', '1995', '1976', '1971', '2001', '1990', '2002', '1981', '1961', '1962', '1934', '1978', '1997', '1960', '1965']]
Predicted Ans:    1967
Predicted Path:   Red Desert --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[release_year]--> 1967
Path (Raw):       Red Desert --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[release_year]--> 1967
Neg LogProb(↓):   1.413378
Path Entropy(↓):  1.975890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by charles randolph
Start Entity:     Charles Randolph
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Charles Randolph --[(INV) written_by]--> The Life of David Gale --[release_year]--> 2003
Path (Raw):       Charles Randolph --[No Operation]--> Charles Randolph --[(INV) written_by]--> The Life of David Gale --[release_year]--> 2003
Neg LogProb(↓):   0.001139
Path Entropy(↓):  0.008857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of jaws
Start Entity:     Jaws
Gold Answer:      [['Peter Yates', 'Michael Pressman', 'Carl Gottlieb', 'Carl Reiner', 'Michael Ritchie', 'Michael Bay', 'Joe Alves', 'Jeannot Szwarc', 'Baltasar Kormákur']]
Predicted Ans:    Michael Ritchie
Predicted Path:   Jaws --[written_by]--> Peter Benchley --[(INV) written_by]--> The Island --[directed_by]--> Michael Ritchie
Path (Raw):       Jaws --[written_by]--> Peter Benchley --[(INV) written_by]--> The Island --[directed_by]--> Michael Ritchie
Neg LogProb(↓):   0.411389
Path Entropy(↓):  0.744369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the fuller brush girl
Start Entity:     The Fuller Brush Girl
Gold Answer:      [['Will Success Spoil Rock Hunter?', 'Son of Paleface', "The Girl Can't Help It", 'Caprice', 'Love Happy', 'The Disorderly Orderly']]
Predicted Ans:    The Girl Can't Help It
Predicted Path:   The Fuller Brush Girl --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It
Path (Raw):       The Fuller Brush Girl --[written_by]--> Frank Tashlin --[(INV) written_by]--> The Girl Can't Help It --[No Operation]--> The Girl Can't Help It
Neg LogProb(↓):   0.422371
Path Entropy(↓):  0.730853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie bad words
Start Entity:     Bad Words
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Bad Words --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Bad Words --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.076170
Path Entropy(↓):  4.519132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in drop dead gorgeous
Start Entity:     Drop Dead Gorgeous
Gold Answer:      [['Family', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Drop Dead Gorgeous --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Drop Dead Gorgeous --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   0.304998
Path Entropy(↓):  0.874217
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in steve evets starred movies
Start Entity:     Steve Evets
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   Steve Evets --[(INV) starred_actors]--> Looking for Eric --[in_language]--> English
Path (Raw):       Steve Evets --[No Operation]--> Steve Evets --[(INV) starred_actors]--> Looking for Eric --[in_language]--> English
Neg LogProb(↓):   0.409227
Path Entropy(↓):  0.638235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film silent night, bloody night
Start Entity:     Silent Night, Bloody Night
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Silent Night, Bloody Night --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Path (Raw):       Silent Night, Bloody Night --[release_year]--> 1972 --[(INV) release_year]--> Roma --[release_year]--> 1972
Neg LogProb(↓):   2.478446
Path Entropy(↓):  3.702774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of 3 idiots
Start Entity:     3 Idiots
Gold Answer:      [['Ghajini', 'Mujhse Dosti Karoge!', 'PK', 'Agent Vinod', 'Rang De Basanti', 'Jab We Met', 'Heroine', 'Dil Chahta Hai', 'Guru', 'Ishq', 'Ra.One', 'Main Prem Ki Diwani Hoon']]
Predicted Ans:    3 Idiots
Predicted Path:   3 Idiots --[starred_actors]--> Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots
Path (Raw):       3 Idiots --[starred_actors]--> Kareena Kapoor --[No Operation]--> Kareena Kapoor --[(INV) starred_actors]--> 3 Idiots
Neg LogProb(↓):   0.679065
Path Entropy(↓):  1.012992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies written by hugh croise released
Start Entity:     Hugh Croise
Gold Answer:      [['1914']]
Predicted Ans:    1914
Predicted Path:   Hugh Croise --[(INV) written_by]--> Always Tell Your Wife --[release_year]--> 1914
Path (Raw):       Hugh Croise --[No Operation]--> Hugh Croise --[(INV) written_by]--> Always Tell Your Wife --[release_year]--> 1914
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000308
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film a christmas carol
Start Entity:     A Christmas Carol
Gold Answer:      [['Michael Almereyda', 'Peter Farrelly', 'Bobby Farrelly', 'Carol Sobieski', 'Alastair Fothergill', 'Mark Linfield', 'Franco Zeffirelli', 'Paddy Chayefsky', 'James Goldman', 'Lech Majewski', 'Michael Francis Gibson', 'Harold Gray', 'Norman Panama', 'Robert Gordon', 'Jim Carrey', 'Ronald Harwood', 'Charlie Kaufman', 'Ron Hutchinson', 'Sheldon Keller', 'Russell Hunter', 'Ferenc Molnár', 'Bryan Singer', 'Ladislas Farago', 'David Hayter', 'Alice Walker', 'William Peter Blatty', 'Richard Stanley', 'Tony Richardson', 'Eric Steven Stahl', 'Moira Buffini', 'Christopher Isherwood', 'Hugh Wheeler', 'Robert Alan Aurthur', 'Bruce Joel Rubin', 'Nelson Gidding', 'Andrew Niccol', 'John Requa', 'Glenn Ficarra', 'Steve McVicker', 'Michael Crichton', 'George Melly', 'James Toback', 'Allan Moyle', 'Sally Potter', 'Nedrick Young', 'Mike Myers', 'Bruce Robinson', 'Robert Rossen', 'Darryl Ponicsan', 'Bapsi Sidhwa', 'Nicholas Stoller', 'Buck Henry', 'Robert Merle', 'Michael McCullers', 'Deepa Mehta', 'John Cork', 'Chris Bryant', 'James Lineberger', 'Devery Freeman', 'Lawrence B. Marcus', 'John Haase', 'George Jonas', 'Melvin Frank', 'Oakley Hall', 'Judd Apatow', 'Will Gluck', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Hilary Henkin', 'George Clayton Johnson', 'David Zelag Goodman', 'William F. Nolan', 'Sidney Carroll', 'Larry Gelbart', 'Reshef Levi', 'Dr. Seuss', 'Ernest Hemingway', 'Harry Kressing', 'William Shakespeare', 'Preston Sturges', 'David Lean', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Kenneth Branagh', 'Jenaro Prieto', 'Don Roos', 'Jane Hinton', 'Hugh Wilson', 'Francis Ford Coppola', 'Steve Oedekerk', 'John Francis Daley', 'Stephen Mazur', 'Paul Guay', 'Jacquelyn Mitchard', 'Paul Schrader', 'Chad Kultgen', 'Tyler Mitchell', 'Joseph Wambaugh', 'Terry McMillan', 'Julie Brown', 'David Twohy', 'Tom DeSanto', 'Linda Woolverton', 'Jim Sharman', 'Boris Pasternak', "Richard O'Brien", 'Steve Koren', "Mark O'Keefe", 'Damian Lee', 'Michael Sloane', 'Thomas Meehan', 'Edmund H. North', 'William Link', 'Richard Levinson', 'Michael M. Mooney', 'John Landis', 'Daniel Handler', 'Madonna', 'Grigori Kozintsev', 'Charles Dickens', 'Andrew Mogel', 'Jarrad Paul', 'Danny Wallace', 'Jonathan Lynn', 'Michel Gondry', 'Jim Agnew', 'Sean Keller', 'Harold Jacob Smith', 'Jerome Lawrence', 'Fernley Phillips', 'David Mitchell', 'Charlotte Brontë', 'H.G. Wells', 'John Houseman', 'Aldous Huxley', 'Marty Feldman', 'Guy Owen', 'Dean Riesner', 'Salka Viertel', 'Helen Jerome', 'Waclaw Gasiorowski', 'Reginald Owen', 'Karl Tunberg', 'Erskine Childers', 'Alvin Sargent', 'Robert Florey', 'Arthur Conan Doyle', 'Rosamond Marshall', 'Pierre Bismuth', 'Robert Mark Kamen', 'Keith Scholey', 'Robert Stevenson', 'José Torres']]
Predicted Ans:    Mark Linfield
Predicted Path:   A Christmas Carol --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[written_by]--> Mark Linfield
Path (Raw):       A Christmas Carol --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[written_by]--> Mark Linfield
Neg LogProb(↓):   1.638013
Path Entropy(↓):  1.749067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by mike nichols
Start Entity:     Mike Nichols
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Path (Raw):       Mike Nichols --[No Operation]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Neg LogProb(↓):   0.268518
Path Entropy(↓):  0.773185
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of harry and walter go to new york also starred in which films
Start Entity:     Harry and Walter Go to New York
Gold Answer:      [['The Weather Man', 'Flawless', 'Dressed to Kill', 'Dirty Rotten Scoundrels', 'Quills', 'Blame It on Rio', 'The Program', 'The Man Who Would Be King', 'Gambit', 'Interiors', 'Capricorn One', 'Middle Men', 'The Gambler', 'Miss Congeniality', 'The Black Windmill', 'Harry Brown', 'Reds', 'Comes a Horseman', 'The Island', 'Love and Death', 'Children of Men', 'Manhattan', 'The Statement', 'Mad Money', 'Darling Companion', 'Too Late the Hero', 'El Dorado', 'The Rain People', 'The Muppet Christmas Carol', 'Play Dirty', 'Half Moon Street', 'Father of the Bride', 'Hide in Plain Sight', 'Hannah and Her Sisters', 'Funeral in Berlin', 'Kiss Me Goodbye', 'Small Apartments', 'The Whistle Blower', 'Hanging Up', 'Elf', 'The Dark Knight', 'Get Carter', "Something's Gotta Give", "Marvin's Room", 'The Swarm', 'The Italian Job', 'The Magus', 'MASH', 'The Devil and Max Devlin', 'Mrs. Soffel', 'The Fourth Protocol', 'The Last Valley', 'Without a Clue', 'Lady in a Cage', 'Deathtrap', 'A Boy Called Hate', "Mama's Boy", 'The Outsider', 'Eraser', 'The Big Wedding', 'California Split', 'Alfie', 'The Hand', 'Misery', 'Shiner', 'Little Murders', 'Because I Said So', 'Mr. Destiny', 'Batman Begins', 'Games', 'Looking for Mr. Goodbar', 'Gardens of Stone', 'Educating Rita', 'The Long Goodbye', 'Submarine X-1', 'Countdown', 'Thief', 'The Lady Vanishes', 'The Yards', 'The Family Stone', 'Mona Lisa', 'The Killer Elite', 'The Holcroft Covenant', 'Hurry Sundown', 'Annie Hall', 'The Good Mother', 'Honeymoon in Vegas', 'The Eagle Has Landed', 'The Other Sister', 'Falling in Love Again', 'Cloudy with a Chance of Meatballs 2', 'Funny Lady', 'Baby Boom', 'Red Line 7000', 'Alien Nation', 'A Shock to the System', 'Sweet Liberty', 'Cloudy with a Chance of Meatballs', 'Cinderella Liberty', 'Slither', 'For the Boys', 'Pulp', 'Secondhand Lions', "Brian's Song", 'The Naked Face', 'The Prestige', 'The First Wives Club', 'Billion Dollar Brain', 'The Telephone', 'The Ipcress File', 'Father of the Bride Part II', 'The Godfather', "The Last Flight of Noah's Ark", 'Shoot the Moon', 'On Deadly Ground', 'Beyond the Poseidon Adventure', 'Bulletproof', 'Busting', 'Silver Bears', 'Freebie and the Bean', 'Saving Sarah Cain', 'The Romantic Englishwoman', 'Quicksand', 'Cars 2', 'The Quiet American', 'Sleuth', 'The Silent Partner', 'And So It Goes']]
Predicted Ans:    The Silent Partner
Predicted Path:   Harry and Walter Go to New York --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Silent Partner
Path (Raw):       Harry and Walter Go to New York --[starred_actors]--> Elliott Gould --[No Operation]--> Elliott Gould --[(INV) starred_actors]--> The Silent Partner
Neg LogProb(↓):   1.637353
Path Entropy(↓):  2.415120
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by spragga benz released
Start Entity:     Spragga Benz
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Spragga Benz --[(INV) starred_actors]--> Shottas --[release_year]--> 2002
Path (Raw):       Spragga Benz --[No Operation]--> Spragga Benz --[(INV) starred_actors]--> Shottas --[release_year]--> 2002
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in nurse 3d
Start Entity:     Nurse 3D
Gold Answer:      [['Gaspar Noé']]
Predicted Ans:    Amy Redford
Predicted Path:   Nurse 3D --[starred_actors]--> Paz de la Huerta --[(INV) starred_actors]--> The Guitar --[directed_by]--> Amy Redford
Path (Raw):       Nurse 3D --[starred_actors]--> Paz de la Huerta --[(INV) starred_actors]--> The Guitar --[directed_by]--> Amy Redford
Neg LogProb(↓):   0.000273
Path Entropy(↓):  0.002558
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film boy were released in which years
Start Entity:     Boy
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Boy --[starred_actors]--> Taika Waititi --[(INV) starred_actors]--> What We Do in the Shadows --[release_year]--> 2014
Path (Raw):       Boy --[starred_actors]--> Taika Waititi --[(INV) starred_actors]--> What We Do in the Shadows --[release_year]--> 2014
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by roy hudd were released in which years
Start Entity:     Roy Hudd
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Roy Hudd --[(INV) starred_actors]--> Purely Belter --[release_year]--> 2000
Path (Raw):       Roy Hudd --[No Operation]--> Roy Hudd --[(INV) starred_actors]--> Purely Belter --[release_year]--> 2000
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did warwick ross direct
Start Entity:     Warwick Ross
Gold Answer:      [['Red Obsession']]
Predicted Ans:    Red Obsession
Predicted Path:   Warwick Ross --[(INV) written_by]--> Red Obsession --[written_by]--> David Roach --[(INV) written_by]--> Red Obsession
Path (Raw):       Warwick Ross --[(INV) written_by]--> Red Obsession --[written_by]--> David Roach --[(INV) written_by]--> Red Obsession
Neg LogProb(↓):   0.049540
Path Entropy(↓):  0.206810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film effi briest were released in which years
Start Entity:     Effi Briest
Gold Answer:      [['1976', '1978', '1970', '1975', '1971', '1972', '1982', '1973', '1961', '1979', '1981', '1969', '1974']]
Predicted Ans:    1981
Predicted Path:   Effi Briest --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[release_year]--> 1981
Path (Raw):       Effi Briest --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[release_year]--> 1981
Neg LogProb(↓):   1.108629
Path Entropy(↓):  2.425936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by dirk shafer were in which genres
Start Entity:     Dirk Shafer
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dirk Shafer --[(INV) directed_by]--> Man of the Year --[has_genre]--> Comedy
Path (Raw):       Dirk Shafer --[No Operation]--> Dirk Shafer --[(INV) directed_by]--> Man of the Year --[has_genre]--> Comedy
Neg LogProb(↓):   0.378121
Path Entropy(↓):  0.622934
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of snow white and the seven dwarfs was who
Start Entity:     Snow White and the Seven Dwarfs
Gold Answer:      [['Wilfred Jackson', 'Ben Sharpsteen', 'David Hand', 'William Cottrell', 'Larry Morey', 'Perce Pearce']]
Predicted Ans:    Larry Morey
Predicted Path:   Snow White and the Seven Dwarfs --[directed_by]--> Perce Pearce --[(INV) directed_by]--> Snow White and the Seven Dwarfs --[directed_by]--> Larry Morey
Path (Raw):       Snow White and the Seven Dwarfs --[directed_by]--> Perce Pearce --[(INV) directed_by]--> Snow White and the Seven Dwarfs --[directed_by]--> Larry Morey
Neg LogProb(↓):   1.406672
Path Entropy(↓):  2.334736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did tomoyasu hotei act in
Start Entity:     Tomoyasu Hotei
Gold Answer:      [['Samurai Fiction']]
Predicted Ans:    Samurai Fiction
Predicted Path:   Tomoyasu Hotei --[(INV) starred_actors]--> Samurai Fiction --[starred_actors]--> Tomoyasu Hotei --[(INV) starred_actors]--> Samurai Fiction
Path (Raw):       Tomoyasu Hotei --[(INV) starred_actors]--> Samurai Fiction --[starred_actors]--> Tomoyasu Hotei --[(INV) starred_actors]--> Samurai Fiction
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did cher act in
Start Entity:     Cher
Gold Answer:      [['Mermaids', 'Burlesque', 'The Witches of Eastwick', 'Moonstruck', 'Faithful', 'Suspect', 'Mask']]
Predicted Ans:    Burlesque
Predicted Path:   Cher --[(INV) starred_actors]--> Burlesque --[starred_actors]--> Eric Dane --[(INV) starred_actors]--> Burlesque
Path (Raw):       Cher --[(INV) starred_actors]--> Burlesque --[starred_actors]--> Eric Dane --[(INV) starred_actors]--> Burlesque
Neg LogProb(↓):   0.992251
Path Entropy(↓):  1.628809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter herman j. mankiewicz co - wrote films with who
Start Entity:     Herman J. Mankiewicz
Gold Answer:      [['Jo Swerling', 'John F. Goodrich', 'Edna Ferber', 'Paul Gallico', 'Donald Ogden Stewart', 'Guy Trosper', 'George S. Kaufman', 'Josef von Sternberg', 'Frances Marion']]
Predicted Ans:    Frances Marion
Predicted Path:   Herman J. Mankiewicz --[(INV) written_by]--> Dinner at Eight --[written_by]--> Frances Marion
Path (Raw):       Herman J. Mankiewicz --[No Operation]--> Herman J. Mankiewicz --[(INV) written_by]--> Dinner at Eight --[written_by]--> Frances Marion
Neg LogProb(↓):   0.635200
Path Entropy(↓):  0.778709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film fletch are written by who
Start Entity:     Fletch
Gold Answer:      [['Steve Martin', 'Douglas Kenney', 'Ken Shapiro', 'John J. McLaughlin', 'Scott Lobdell', 'Neil Simon', 'Gregory McDonald', 'Leon Capetanos', 'Jay Cronley', 'Elisa Bell', 'Bob Ducsay', 'Colin Higgins', 'Randy Newman', 'Jason Lethcoe', 'Bill Cosby', 'Lorne Michaels', 'Dan Aykroyd', 'Harold Ramis', 'John Flynn', 'William Goldman', 'Donald E. Westlake', 'Dave Thomas', 'John Hughes', 'H.F. Saint']]
Predicted Ans:    Scott Lobdell
Predicted Path:   Fletch --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[written_by]--> Scott Lobdell
Path (Raw):       Fletch --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Man of the House --[written_by]--> Scott Lobdell
Neg LogProb(↓):   0.136333
Path Entropy(↓):  0.550241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did bob dolman direct
Start Entity:     Bob Dolman
Gold Answer:      [['The Banger Sisters']]
Predicted Ans:    The Banger Sisters
Predicted Path:   Bob Dolman --[(INV) directed_by]--> The Banger Sisters --[directed_by]--> Bob Dolman --[(INV) directed_by]--> The Banger Sisters
Path (Raw):       Bob Dolman --[(INV) directed_by]--> The Banger Sisters --[directed_by]--> Bob Dolman --[(INV) directed_by]--> The Banger Sisters
Neg LogProb(↓):   0.034401
Path Entropy(↓):  0.171854
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the minus man
Start Entity:     The Minus Man
Gold Answer:      [['Hampton Fancher']]
Predicted Ans:    Hampton Fancher
Predicted Path:   The Minus Man --[directed_by]--> Hampton Fancher --[(INV) directed_by]--> The Minus Man --[directed_by]--> Hampton Fancher
Path (Raw):       The Minus Man --[directed_by]--> Hampton Fancher --[(INV) directed_by]--> The Minus Man --[directed_by]--> Hampton Fancher
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film magic magic
Start Entity:     Magic Magic
Gold Answer:      [['2009', '2008', '1959', '2010', '2004', '2014', '2012', '2011', '2007']]
Predicted Ans:    2009
Predicted Path:   Magic Magic --[starred_actors]--> Michael Cera --[(INV) starred_actors]--> Year One --[release_year]--> 2009
Path (Raw):       Magic Magic --[starred_actors]--> Michael Cera --[(INV) starred_actors]--> Year One --[release_year]--> 2009
Neg LogProb(↓):   0.677377
Path Entropy(↓):  1.453169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by dorothy dell were directed by who
Start Entity:     Dorothy Dell
Gold Answer:      [['Walter Bernstein', 'Alexander Hall']]
Predicted Ans:    Walter Bernstein
Predicted Path:   Dorothy Dell --[(INV) starred_actors]--> Little Miss Marker --[directed_by]--> Walter Bernstein
Path (Raw):       Dorothy Dell --[No Operation]--> Dorothy Dell --[(INV) starred_actors]--> Little Miss Marker --[directed_by]--> Walter Bernstein
Neg LogProb(↓):   0.020332
Path Entropy(↓):  0.098532
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer john colton
Start Entity:     John Colton
Gold Answer:      [['Gene Tierney', 'Walter Huston', 'Victor Mature', 'Ona Munson']]
Predicted Ans:    Gene Tierney
Predicted Path:   John Colton --[(INV) written_by]--> The Shanghai Gesture --[starred_actors]--> Gene Tierney
Path (Raw):       John Colton --[No Operation]--> John Colton --[(INV) written_by]--> The Shanghai Gesture --[starred_actors]--> Gene Tierney
Neg LogProb(↓):   0.157279
Path Entropy(↓):  0.532150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by karl wiedergott released
Start Entity:     Karl Wiedergott
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Karl Wiedergott --[(INV) starred_actors]--> Two Days --[release_year]--> 2003
Path (Raw):       Karl Wiedergott --[No Operation]--> Karl Wiedergott --[(INV) starred_actors]--> Two Days --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie extreme justice
Start Entity:     Extreme Justice
Gold Answer:      [['Freedom Writers', 'Erin Gruwell', 'Gregor Jordan', "Robert O'Connor", 'John Fusco', 'Luis Valdez', 'John Sayles', 'William Wesley', 'Michael Mann', 'Daniel Chuba', 'David C. Wilson', 'Robert Resnikoff', 'F. Paul Wilson', 'William Malone', 'Robert Towne', 'Lawrence Kasdan', 'Tom Wolfe', 'Tom Clancy']]
Predicted Ans:    Robert Resnikoff
Predicted Path:   Extreme Justice --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Path (Raw):       Extreme Justice --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[written_by]--> Robert Resnikoff
Neg LogProb(↓):   0.002256
Path Entropy(↓):  0.018185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with alvin sargent
Start Entity:     Alvin Sargent
Gold Answer:      [['Sidney Carroll', 'Miles Millar', 'Alfred Gough', 'Erick Zonca', 'James Vanderbilt', 'Jerry Sterner', 'Ethan Coen', 'Joe David Brown', 'William Broyles Jr.', 'Darryl Ponicsan', 'Sam Raimi', 'Steve Kloves', 'John Nichols', 'Glenn Savan', 'Lillian Hellman', 'Ivan Raimi', 'Ted Tally', 'Paul Zindel', 'Judith Guest', 'Tom Topor', 'Claude Chabrol', 'Michael Chabon', 'Jack Davies']]
Predicted Ans:    Alvin Sargent
Predicted Path:   Alvin Sargent --[(INV) written_by]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Path (Raw):       Alvin Sargent --[No Operation]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.260192
Path Entropy(↓):  0.887175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the movie the constant gardener released
Start Entity:     The Constant Gardener
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   The Constant Gardener --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       The Constant Gardener --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.695038
Path Entropy(↓):  4.289570
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the drowning pool actors
Start Entity:     The Drowning Pool
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Thriller
Predicted Path:   The Drowning Pool --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[has_genre]--> Thriller
Path (Raw):       The Drowning Pool --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Torn Curtain --[has_genre]--> Thriller
Neg LogProb(↓):   0.860020
Path Entropy(↓):  1.304763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the son of kong
Start Entity:     The Son of Kong
Gold Answer:      [['Paid', 'Divorce', 'Kiss and Make-Up', 'The Lost Squadron', 'The Most Dangerous Game', 'King Kong', 'Decoy', 'Mighty Joe Young']]
Predicted Ans:    King Kong
Predicted Path:   The Son of Kong --[starred_actors]--> Robert Armstrong --[(INV) starred_actors]--> King Kong
Path (Raw):       The Son of Kong --[No Operation]--> The Son of Kong --[starred_actors]--> Robert Armstrong --[(INV) starred_actors]--> King Kong
Neg LogProb(↓):   0.231538
Path Entropy(↓):  0.559853
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the riot club
Start Entity:     The Riot Club
Gold Answer:      [['Max Irons']]
Predicted Ans:    Max Irons
Predicted Path:   The Riot Club --[starred_actors]--> Max Irons --[(INV) starred_actors]--> The Riot Club --[starred_actors]--> Max Irons
Path (Raw):       The Riot Club --[starred_actors]--> Max Irons --[(INV) starred_actors]--> The Riot Club --[starred_actors]--> Max Irons
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by stealing home actors
Start Entity:     Stealing Home
Gold Answer:      [['Family', 'War', 'Fantasy', 'Comedy', 'Mystery']]
Predicted Ans:    Comedy
Predicted Path:   Stealing Home --[starred_actors]--> Mark Harmon --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Path (Raw):       Stealing Home --[starred_actors]--> Mark Harmon --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Neg LogProb(↓):   0.802423
Path Entropy(↓):  0.949983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by chris kattan were in which genres
Start Entity:     Chris Kattan
Gold Answer:      [['Fantasy', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chris Kattan --[(INV) starred_actors]--> Corky Romano --[has_genre]--> Comedy
Path (Raw):       Chris Kattan --[No Operation]--> Chris Kattan --[(INV) starred_actors]--> Corky Romano --[has_genre]--> Comedy
Neg LogProb(↓):   0.004581
Path Entropy(↓):  0.030391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of jobs
Start Entity:     Jobs
Gold Answer:      [['Neverwas', 'Swing Vote']]
Predicted Ans:    Neverwas
Predicted Path:   Jobs --[directed_by]--> Joshua Michael Stern --[(INV) directed_by]--> Neverwas
Path (Raw):       Jobs --[No Operation]--> Jobs --[directed_by]--> Joshua Michael Stern --[(INV) directed_by]--> Neverwas
Neg LogProb(↓):   0.081025
Path Entropy(↓):  0.328408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor charlotte greenwood appeared in the same movie with who
Start Entity:     Charlotte Greenwood
Gold Answer:      [['Carmen Miranda', 'Don Ameche', 'Betty Grable', 'Irene Purcell', 'Gordon MacRae', 'Gene Nelson', 'Robert Montgomery', 'Gloria Grahame']]
Predicted Ans:    Gloria Grahame
Predicted Path:   Charlotte Greenwood --[(INV) starred_actors]--> Oklahoma! --[starred_actors]--> Gloria Grahame
Path (Raw):       Charlotte Greenwood --[No Operation]--> Charlotte Greenwood --[(INV) starred_actors]--> Oklahoma! --[starred_actors]--> Gloria Grahame
Neg LogProb(↓):   0.132725
Path Entropy(↓):  0.491398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film barabbas
Start Entity:     Barabbas
Gold Answer:      [['Alf Sjöberg', 'Pär Lagerkvist']]
Predicted Ans:    Pär Lagerkvist
Predicted Path:   Barabbas --[written_by]--> Pär Lagerkvist --[(INV) written_by]--> Barabbas --[written_by]--> Pär Lagerkvist
Path (Raw):       Barabbas --[written_by]--> Pär Lagerkvist --[(INV) written_by]--> Barabbas --[written_by]--> Pär Lagerkvist
Neg LogProb(↓):   2.163584
Path Entropy(↓):  2.310652
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of silent running
Start Entity:     Silent Running
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Silent Running --[directed_by]--> Douglas Trumbull --[(INV) directed_by]--> Brainstorm --[has_genre]--> Drama
Path (Raw):       Silent Running --[directed_by]--> Douglas Trumbull --[(INV) directed_by]--> Brainstorm --[has_genre]--> Drama
Neg LogProb(↓):   0.015765
Path Entropy(↓):  0.080552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the howl's moving castle director release
Start Entity:     Howl's Moving Castle
Gold Answer:      [['1988', '1997', '2001', '2008', '1992', '1989', '2014', '1979', '1986', '1984', '2013']]
Predicted Ans:    2013
Predicted Path:   Howl's Moving Castle --[directed_by]--> Hayao Miyazaki --[(INV) directed_by]--> The Wind Rises --[release_year]--> 2013
Path (Raw):       Howl's Moving Castle --[directed_by]--> Hayao Miyazaki --[(INV) directed_by]--> The Wind Rises --[release_year]--> 2013
Neg LogProb(↓):   1.240751
Path Entropy(↓):  1.940576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by nora tschirner
Start Entity:     Nora Tschirner
Gold Answer:      [['Jeremy Leven']]
Predicted Ans:    Jeremy Leven
Predicted Path:   Nora Tschirner --[(INV) starred_actors]--> Girl on a Bicycle --[directed_by]--> Jeremy Leven
Path (Raw):       Nora Tschirner --[No Operation]--> Nora Tschirner --[(INV) starred_actors]--> Girl on a Bicycle --[directed_by]--> Jeremy Leven
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director anthony abrams
Start Entity:     Anthony Abrams
Gold Answer:      [['Christina Ricci']]
Predicted Ans:    Christina Ricci
Predicted Path:   Anthony Abrams --[(INV) directed_by]--> Pumpkin --[starred_actors]--> Christina Ricci
Path (Raw):       Anthony Abrams --[No Operation]--> Anthony Abrams --[(INV) directed_by]--> Pumpkin --[starred_actors]--> Christina Ricci
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film peep world were released in which years
Start Entity:     Peep World
Gold Answer:      [['2005', '1999']]
Predicted Ans:    2005
Predicted Path:   Peep World --[directed_by]--> Barry W. Blaustein --[(INV) directed_by]--> The Ringer --[release_year]--> 2005
Path (Raw):       Peep World --[directed_by]--> Barry W. Blaustein --[(INV) directed_by]--> The Ringer --[release_year]--> 2005
Neg LogProb(↓):   0.167689
Path Entropy(↓):  0.493902
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by anna screenwriters
Start Entity:     Anna
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Anna --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[in_language]--> German
Path (Raw):       Anna --[written_by]--> Agnieszka Holland --[(INV) written_by]--> Europa Europa --[in_language]--> German
Neg LogProb(↓):   0.096790
Path Entropy(↓):  0.341374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by tom bosley
Start Entity:     Tom Bosley
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tom Bosley --[(INV) starred_actors]--> The World of Henry Orient --[has_genre]--> Comedy
Path (Raw):       Tom Bosley --[No Operation]--> Tom Bosley --[(INV) starred_actors]--> The World of Henry Orient --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by innocence
Start Entity:     innocence
Gold Answer:      [['Innocence']]
Predicted Ans:    Innocence
Predicted Path:   innocence --[(INV) has_tags]--> Innocence --[has_tags]--> girls --[(INV) has_tags]--> Innocence
Path (Raw):       innocence --[(INV) has_tags]--> Innocence --[has_tags]--> girls --[(INV) has_tags]--> Innocence
Neg LogProb(↓):   0.458767
Path Entropy(↓):  0.791497
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film lymelife
Start Entity:     Lymelife
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Lymelife --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Lymelife --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.643789
Path Entropy(↓):  5.247411
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to the lizzie mcguire movie
Start Entity:     The Lizzie McGuire Movie
Gold Answer:      [['hilary duff']]
Predicted Ans:    hilary duff
Predicted Path:   The Lizzie McGuire Movie --[has_tags]--> hilary duff --[(INV) has_tags]--> The Lizzie McGuire Movie --[has_tags]--> hilary duff
Path (Raw):       The Lizzie McGuire Movie --[has_tags]--> hilary duff --[(INV) has_tags]--> The Lizzie McGuire Movie --[has_tags]--> hilary duff
Neg LogProb(↓):   0.000290
Path Entropy(↓):  0.002705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by diane lake
Start Entity:     Diane Lake
Gold Answer:      [['Julie Taymor']]
Predicted Ans:    Julie Taymor
Predicted Path:   Diane Lake --[(INV) written_by]--> Frida --[directed_by]--> Julie Taymor
Path (Raw):       Diane Lake --[No Operation]--> Diane Lake --[(INV) written_by]--> Frida --[directed_by]--> Julie Taymor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie supercondriaque are written by who
Start Entity:     Supercondriaque
Gold Answer:      [['Dany Boon']]
Predicted Ans:    Dany Boon
Predicted Path:   Supercondriaque --[directed_by]--> Dany Boon --[(INV) directed_by]--> Nothing to Declare --[written_by]--> Dany Boon
Path (Raw):       Supercondriaque --[directed_by]--> Dany Boon --[(INV) directed_by]--> Nothing to Declare --[written_by]--> Dany Boon
Neg LogProb(↓):   0.518449
Path Entropy(↓):  0.722715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did stephen sommers write
Start Entity:     Stephen Sommers
Gold Answer:      [['Deep Rising', 'Tom and Huck', 'The Adventures of Huck Finn', 'Van Helsing', 'The Mummy', 'Odd Thomas', 'The Mummy Returns']]
Predicted Ans:    Tom and Huck
Predicted Path:   Stephen Sommers --[(INV) written_by]--> Tom and Huck --[written_by]--> Stephen Sommers --[(INV) written_by]--> Tom and Huck
Path (Raw):       Stephen Sommers --[(INV) written_by]--> Tom and Huck --[written_by]--> Stephen Sommers --[(INV) written_by]--> Tom and Huck
Neg LogProb(↓):   0.603486
Path Entropy(↓):  1.425490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film at five in the afternoon
Start Entity:     At Five in the Afternoon
Gold Answer:      [['Samira Makhmalbaf']]
Predicted Ans:    Menahem Golan
Predicted Path:   At Five in the Afternoon --[written_by]--> Samira Makhmalbaf --[(INV) written_by]--> The Apple --[directed_by]--> Menahem Golan
Path (Raw):       At Five in the Afternoon --[written_by]--> Samira Makhmalbaf --[(INV) written_by]--> The Apple --[directed_by]--> Menahem Golan
Neg LogProb(↓):   1.034769
Path Entropy(↓):  1.589724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film kiss me, guido were in which genres
Start Entity:     Kiss Me, Guido
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Kiss Me, Guido --[starred_actors]--> Craig Chester --[(INV) starred_actors]--> Kiss Me, Guido --[has_genre]--> Comedy
Path (Raw):       Kiss Me, Guido --[starred_actors]--> Craig Chester --[(INV) starred_actors]--> Kiss Me, Guido --[has_genre]--> Comedy
Neg LogProb(↓):   0.333702
Path Entropy(↓):  0.720874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with white dog fall under
Start Entity:     White Dog
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Horror', 'History', 'Adventure', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   White Dog --[written_by]--> Romain Gary --[(INV) written_by]--> The Longest Day --[has_genre]--> Action
Path (Raw):       White Dog --[written_by]--> Romain Gary --[(INV) written_by]--> The Longest Day --[has_genre]--> Action
Neg LogProb(↓):   0.488481
Path Entropy(↓):  0.828788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie national lampoon's gold diggers
Start Entity:     National Lampoon's Gold Diggers
Gold Answer:      [['Neil Simon', 'Renée Taylor', 'Sam Raimi', 'Louise Lasser', 'Joel Coen', 'Joseph Bologna', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   National Lampoon's Gold Diggers --[starred_actors]--> Louise Lasser --[(INV) starred_actors]--> Bananas --[written_by]--> Woody Allen
Path (Raw):       National Lampoon's Gold Diggers --[starred_actors]--> Louise Lasser --[(INV) starred_actors]--> Bananas --[written_by]--> Woody Allen
Neg LogProb(↓):   0.576298
Path Entropy(↓):  1.175848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with get over it fall under
Start Entity:     Get Over It
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Get Over It --[directed_by]--> Tommy O'Haver --[(INV) directed_by]--> Get Over It --[has_genre]--> Comedy
Path (Raw):       Get Over It --[directed_by]--> Tommy O'Haver --[(INV) directed_by]--> Get Over It --[has_genre]--> Comedy
Neg LogProb(↓):   0.000135
Path Entropy(↓):  0.001422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the innocents
Start Entity:     The Innocents
Gold Answer:      [['Documentary', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Innocents --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Lady Vanishes --[has_genre]--> Comedy
Path (Raw):       The Innocents --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Lady Vanishes --[has_genre]--> Comedy
Neg LogProb(↓):   1.296831
Path Entropy(↓):  1.995980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the birds
Start Entity:     The Birds
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   The Birds --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Path (Raw):       The Birds --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.688670
Path Entropy(↓):  1.261851
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by wendy and lucy actors
Start Entity:     Wendy and Lucy
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Amistad
Predicted Path:   Wendy and Lucy --[starred_actors]--> Lucy --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad
Path (Raw):       Wendy and Lucy --[starred_actors]--> Lucy --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad
Neg LogProb(↓):   1.053954
Path Entropy(↓):  2.541195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by wolfgang kohlhaase
Start Entity:     Wolfgang Kohlhaase
Gold Answer:      [['Renate Krößner']]
Predicted Ans:    Renate Krößner
Predicted Path:   Wolfgang Kohlhaase --[(INV) directed_by]--> Solo Sunny --[starred_actors]--> Renate Krößner
Path (Raw):       Wolfgang Kohlhaase --[No Operation]--> Wolfgang Kohlhaase --[(INV) directed_by]--> Solo Sunny --[starred_actors]--> Renate Krößner
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of ruby sparks
Start Entity:     Ruby Sparks
Gold Answer:      [['Little Miss Sunshine']]
Predicted Ans:    Ruby Sparks
Predicted Path:   Ruby Sparks --[directed_by]--> Valerie Faris --[(INV) directed_by]--> Ruby Sparks
Path (Raw):       Ruby Sparks --[directed_by]--> Valerie Faris --[(INV) directed_by]--> Ruby Sparks --[No Operation]--> Ruby Sparks
Neg LogProb(↓):   0.359865
Path Entropy(↓):  0.620319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the genre of the movie story of a prostitute
Start Entity:     Story of a Prostitute
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Story of a Prostitute --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Story of a Prostitute --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.770305
Path Entropy(↓):  2.869938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by anthony perkins were released in which years
Start Entity:     Anthony Perkins
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Anthony Perkins --[(INV) directed_by]--> Psycho III --[release_year]--> 1986
Path (Raw):       Anthony Perkins --[No Operation]--> Anthony Perkins --[(INV) directed_by]--> Psycho III --[release_year]--> 1986
Neg LogProb(↓):   0.057509
Path Entropy(↓):  0.315209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by nat hiken
Start Entity:     Nat Hiken
Gold Answer:      [['Don Knotts', 'David Johansen', 'John C. McGinley', 'Nipsey Russell']]
Predicted Ans:    David Johansen
Predicted Path:   Nat Hiken --[(INV) written_by]--> Car 54, Where Are You? --[starred_actors]--> David Johansen
Path (Raw):       Nat Hiken --[No Operation]--> Nat Hiken --[(INV) written_by]--> Car 54, Where Are You? --[starred_actors]--> David Johansen
Neg LogProb(↓):   0.147221
Path Entropy(↓):  0.465828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film hall pass
Start Entity:     Hall Pass
Gold Answer:      [['1998', '1963', '2000', '1997', '2001', '2008', '2003', '2005', '2010', '1991', '1996', '2006', '2004', '1999', '2002', '2011', '2013', '2007']]
Predicted Ans:    2011
Predicted Path:   Hall Pass --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> Cars 2 --[release_year]--> 2011
Path (Raw):       Hall Pass --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> Cars 2 --[release_year]--> 2011
Neg LogProb(↓):   1.535503
Path Entropy(↓):  2.394722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie a man called adam are directed by who
Start Entity:     A Man Called Adam
Gold Answer:      [['Sydney Pollack', 'Herbert Ross', 'Spike Lee', 'Don Coscarelli', 'Herb Gardner', 'Norman Z. McLeod', 'Melville Shavelson', 'Peter Masterson', 'Martin Ritt']]
Predicted Ans:    Melville Shavelson
Predicted Path:   A Man Called Adam --[starred_actors]--> Louis Armstrong --[(INV) starred_actors]--> The Five Pennies --[directed_by]--> Melville Shavelson
Path (Raw):       A Man Called Adam --[starred_actors]--> Louis Armstrong --[(INV) starred_actors]--> The Five Pennies --[directed_by]--> Melville Shavelson
Neg LogProb(↓):   0.700057
Path Entropy(↓):  1.344467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film the northerners
Start Entity:     The Northerners
Gold Answer:      [['Alex van Warmerdam']]
Predicted Ans:    Alex van Warmerdam
Predicted Path:   The Northerners --[written_by]--> Alex van Warmerdam --[(INV) written_by]--> The Northerners --[written_by]--> Alex van Warmerdam
Path (Raw):       The Northerners --[written_by]--> Alex van Warmerdam --[(INV) written_by]--> The Northerners --[written_by]--> Alex van Warmerdam
Neg LogProb(↓):   0.400651
Path Entropy(↓):  0.634261
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by julianne nicholson fall under
Start Entity:     Julianne Nicholson
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Julianne Nicholson --[(INV) starred_actors]--> Flannel Pajamas --[has_genre]--> Romance
Path (Raw):       Julianne Nicholson --[No Operation]--> Julianne Nicholson --[(INV) starred_actors]--> Flannel Pajamas --[has_genre]--> Romance
Neg LogProb(↓):   0.000349
Path Entropy(↓):  0.003131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed superman returns
Start Entity:     Superman Returns
Gold Answer:      [['Stephen King', 'Darren Lemke', 'Dan Studney', 'Bryan Singer', 'Michael Feit Dougan', 'Christopher McQuarrie', 'David Hayter', 'Tom DeSanto']]
Predicted Ans:    Christopher McQuarrie
Predicted Path:   Superman Returns --[directed_by]--> Bryan Singer --[(INV) directed_by]--> Jack the Giant Slayer --[written_by]--> Christopher McQuarrie
Path (Raw):       Superman Returns --[directed_by]--> Bryan Singer --[(INV) directed_by]--> Jack the Giant Slayer --[written_by]--> Christopher McQuarrie
Neg LogProb(↓):   0.720388
Path Entropy(↓):  1.374260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did richard dawkins act in
Start Entity:     Richard Dawkins
Gold Answer:      [['The Unbelievers', 'Faith School Menace?', 'The Enemies of Reason']]
Predicted Ans:    The Unbelievers
Predicted Path:   Richard Dawkins --[(INV) starred_actors]--> Faith School Menace? --[starred_actors]--> Richard Dawkins --[(INV) starred_actors]--> The Unbelievers
Path (Raw):       Richard Dawkins --[(INV) starred_actors]--> Faith School Menace? --[starred_actors]--> Richard Dawkins --[(INV) starred_actors]--> The Unbelievers
Neg LogProb(↓):   0.237150
Path Entropy(↓):  0.776524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by maria kulle in
Start Entity:     Maria Kulle
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Maria Kulle --[(INV) starred_actors]--> Four Shades of Brown --[in_language]--> Swedish
Path (Raw):       Maria Kulle --[No Operation]--> Maria Kulle --[(INV) starred_actors]--> Four Shades of Brown --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the loveless
Start Entity:     The Loveless
Gold Answer:      [['Juliette Lewis', 'Keanu Reeves', 'Tom Sizemore', 'Jessica Chastain', 'Ralph Fiennes', 'Sarah Polley', 'Ron Silver', 'Jason Clarke', 'Jenny Wright', 'Jeremy Renner', 'Clancy Brown', 'Lori Petty', 'John Wayne', 'Jamie Lee Curtis', 'Gary Busey', 'Kyle Chandler', 'Brian Geraghty', 'Angela Bassett', 'Anthony Mackie', 'Adrian Pasdar', 'Patrick Swayze']]
Predicted Ans:    Adrian Pasdar
Predicted Path:   The Loveless --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[starred_actors]--> Adrian Pasdar
Path (Raw):       The Loveless --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[starred_actors]--> Adrian Pasdar
Neg LogProb(↓):   0.025777
Path Entropy(↓):  0.145698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the sweetest thing
Start Entity:     The Sweetest Thing
Gold Answer:      [['French']]
Predicted Ans:    dane cook
Predicted Path:   The Sweetest Thing --[starred_actors]--> Christina Applegate --[(INV) starred_actors]--> Employee of the Month --[has_tags]--> dane cook
Path (Raw):       The Sweetest Thing --[starred_actors]--> Christina Applegate --[(INV) starred_actors]--> Employee of the Month --[has_tags]--> dane cook
Neg LogProb(↓):   0.088180
Path Entropy(↓):  0.327947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same director of the wanderers
Start Entity:     The Wanderers
Gold Answer:      [['Invasion of the Body Snatchers', 'Rising Sun', 'The Unbearable Lightness of Being', 'Quills', 'The Great Northfield Minnesota Raid', 'Twisted']]
Predicted Ans:    The Great Northfield Minnesota Raid
Predicted Path:   The Wanderers --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Great Northfield Minnesota Raid
Path (Raw):       The Wanderers --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Great Northfield Minnesota Raid --[No Operation]--> The Great Northfield Minnesota Raid
Neg LogProb(↓):   0.093980
Path Entropy(↓):  0.370767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed lucky jordan
Start Entity:     Lucky Jordan
Gold Answer:      [['Thelma Todd', 'Roland Young', 'Charles Ruggles', 'Lili Damita']]
Predicted Ans:    Charles Ruggles
Predicted Path:   Lucky Jordan --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[starred_actors]--> Charles Ruggles
Path (Raw):       Lucky Jordan --[directed_by]--> Frank Tuttle --[(INV) directed_by]--> This Is the Night --[starred_actors]--> Charles Ruggles
Neg LogProb(↓):   0.165629
Path Entropy(↓):  0.602313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the green pastures
Start Entity:     The Green Pastures
Gold Answer:      [['Veronica Lake', 'Robert Benchley', 'Fredric March', 'Susan Hayward']]
Predicted Ans:    Susan Hayward
Predicted Path:   The Green Pastures --[written_by]--> Marc Connelly --[(INV) written_by]--> I Married a Witch --[starred_actors]--> Susan Hayward
Path (Raw):       The Green Pastures --[written_by]--> Marc Connelly --[(INV) written_by]--> I Married a Witch --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.386180
Path Entropy(↓):  0.655898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by jesse warren released
Start Entity:     Jesse Warren
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Jesse Warren --[(INV) directed_by]--> The Bannen Way --[release_year]--> 2010
Path (Raw):       Jesse Warren --[No Operation]--> Jesse Warren --[(INV) directed_by]--> The Bannen Way --[release_year]--> 2010
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by steve barron
Start Entity:     Steve Barron
Gold Answer:      [['Jonathan Taylor Thomas', 'Martin Landau', 'Eugenia Yuan', 'Octavio Gómez Berríos', 'Udo Kier']]
Predicted Ans:    Octavio Gómez Berríos
Predicted Path:   Steve Barron --[(INV) written_by]--> Choking Man --[starred_actors]--> Octavio Gómez Berríos
Path (Raw):       Steve Barron --[No Operation]--> Steve Barron --[(INV) written_by]--> Choking Man --[starred_actors]--> Octavio Gómez Berríos
Neg LogProb(↓):   0.011166
Path Entropy(↓):  0.061017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by sabrina scharf
Start Entity:     Sabrina Scharf
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Sabrina Scharf --[(INV) starred_actors]--> Hells Angels on Wheels --[release_year]--> 1967
Path (Raw):       Sabrina Scharf --[No Operation]--> Sabrina Scharf --[(INV) starred_actors]--> Hells Angels on Wheels --[release_year]--> 1967
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of shark attack
Start Entity:     Shark Attack
Gold Answer:      [['Derailed']]
Predicted Ans:    Derailed
Predicted Path:   Shark Attack --[directed_by]--> Bob Misiorowski --[(INV) directed_by]--> Derailed
Path (Raw):       Shark Attack --[No Operation]--> Shark Attack --[directed_by]--> Bob Misiorowski --[(INV) directed_by]--> Derailed
Neg LogProb(↓):   0.001757
Path Entropy(↓):  0.013634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in blood work also appears in which movies
Start Entity:     Blood Work
Gold Answer:      [['Material Girls', 'The Crossing Guard', 'Escanaba in da Moonlight', 'Fly Away Home', 'Dumb and Dumber To', 'Thunderbolt and Lightfoot', 'Paint Your Wagon', 'The Beguiled', 'Gardens of Stone', '101 Dalmatians', 'Sudden Impact', 'The Outlaw Josey Wales', 'Joe Kidd', 'A Fistful of Dollars', "Coogan's Bluff", 'Heartbreak Ridge', 'The Crossing', 'Agnes Browne', 'Trouble with the Curve', 'The Eiger Sanction', 'Two Mules for Sister Sara', 'Where Eagles Dare', 'The Rookie', 'True Crime', 'Unforgiven', 'Captain EO', 'Escape from Alcatraz', 'Any Which Way You Can', 'The Dead', 'The House on Carroll Street', 'Magnum Force', 'The Life Aquatic with Steve Zissou', 'The Gauntlet', 'Heartburn', 'The Grifters', 'Addams Family Values', 'My Favorite Martian', 'Gran Torino', 'The Bridges of Madison County', 'The Lookout', 'Welcome Home, Roxy Carmichael', 'Pale Rider', 'Absolute Power', 'The Perez Family', 'Super Sucker', 'For a Few Dollars More', 'Arachnophobia', 'In the Line of Fire', 'High Plains Drifter', 'The Good, the Bad and the Ugly', 'A Perfect World', 'The Royal Tenenbaums', 'The Goodbye Girl', "Kelly's Heroes", 'Chasing Sleep', 'Something Wild', "Hang 'Em High", 'The Enforcer', 'Space Cowboys', 'Million Dollar Baby', 'Dirty Harry', 'The Answer Man', 'Honkytonk Man', 'The Witches', 'The Dead Pool', 'Firefox', 'Bronco Billy', 'Play Misty for Me', 'Space Chimps', 'City Heat', 'Trial and Error', 'Tightrope', 'Iron Jawed Angels', 'White Hunter Black Heart', 'The Ice Pirates', 'Pink Cadillac']]
Predicted Ans:    For a Few Dollars More
Predicted Path:   Blood Work --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> For a Few Dollars More
Path (Raw):       Blood Work --[starred_actors]--> Clint Eastwood --[No Operation]--> Clint Eastwood --[(INV) starred_actors]--> For a Few Dollars More
Neg LogProb(↓):   1.021847
Path Entropy(↓):  2.218458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is the lion in winter
Start Entity:     The Lion in Winter
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Lion in Winter --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Lion in Winter --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.575902
Path Entropy(↓):  4.751641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of man bites dog
Start Entity:     Man Bites Dog
Gold Answer:      [['Romantics Anonymous']]
Predicted Ans:    Man Bites Dog
Predicted Path:   Man Bites Dog --[starred_actors]--> Benoît Poelvoorde --[(INV) starred_actors]--> Man Bites Dog
Path (Raw):       Man Bites Dog --[starred_actors]--> Benoît Poelvoorde --[No Operation]--> Benoît Poelvoorde --[(INV) starred_actors]--> Man Bites Dog
Neg LogProb(↓):   0.011909
Path Entropy(↓):  0.064301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies directed by enzo barboni released
Start Entity:     Enzo Barboni
Gold Answer:      [['1973', '1991']]
Predicted Ans:    1973
Predicted Path:   Enzo Barboni --[(INV) directed_by]--> Even Angels Eat Beans --[release_year]--> 1973
Path (Raw):       Enzo Barboni --[No Operation]--> Enzo Barboni --[(INV) directed_by]--> Even Angels Eat Beans --[release_year]--> 1973
Neg LogProb(↓):   0.066914
Path Entropy(↓):  0.276459
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the left hand of god
Start Entity:     The Left Hand of God
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   The Left Hand of God --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       The Left Hand of God --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   1.886513
Path Entropy(↓):  3.482385
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in kindergarten cop
Start Entity:     Kindergarten Cop
Gold Answer:      [['Walter Hill', 'Peter Hyams', 'Paul Michael Glaser', 'Ivan Reitman', 'Richard Fleischer', 'John Milius', 'James Cameron', 'Bob Rafelson', 'Allan Moyle', 'John Frankenheimer', 'Chuck Russell', 'Mikael Håfström', 'Roger Spottiswoode', 'Anthony Mann', 'Russell Mulcahy', 'Andrew Davis', 'Marcus Nispel', 'Joseph Sargent', 'George Butler', 'Alfred Hitchcock', 'Hal Needham', 'Peter Yates', 'David Ayer', 'John McTiernan', 'Brian Levant', 'Len Wiseman', 'Mark L. Lester', 'Norman Jewison', 'Patrick Hughes', 'Paul Verhoeven', 'John Irvin', 'Brian De Palma']]
Predicted Ans:    Walter Hill
Predicted Path:   Kindergarten Cop --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Path (Raw):       Kindergarten Cop --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.709813
Path Entropy(↓):  1.315089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor marilyn chambers acted together with who
Start Entity:     Marilyn Chambers
Gold Answer:      [['Joe Silver', 'Frank Moore', 'Howard Ryshpan']]
Predicted Ans:    Marilyn Chambers
Predicted Path:   Marilyn Chambers --[(INV) starred_actors]--> Rabid --[starred_actors]--> Marilyn Chambers
Path (Raw):       Marilyn Chambers --[No Operation]--> Marilyn Chambers --[(INV) starred_actors]--> Rabid --[starred_actors]--> Marilyn Chambers
Neg LogProb(↓):   0.094844
Path Entropy(↓):  0.341467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by roi cooper megrue were in which genres
Start Entity:     Roi Cooper Megrue
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Roi Cooper Megrue --[(INV) written_by]--> Seven Chances --[has_genre]--> Comedy
Path (Raw):       Roi Cooper Megrue --[No Operation]--> Roi Cooper Megrue --[(INV) written_by]--> Seven Chances --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of paul rodriguez directed films
Start Entity:     Paul Rodriguez
Gold Answer:      [['Mark Twain']]
Predicted Ans:    Paul Rodriguez
Predicted Path:   Paul Rodriguez --[(INV) directed_by]--> A Million to Juan --[written_by]--> Paul Rodriguez
Path (Raw):       Paul Rodriguez --[No Operation]--> Paul Rodriguez --[(INV) directed_by]--> A Million to Juan --[written_by]--> Paul Rodriguez
Neg LogProb(↓):   0.051589
Path Entropy(↓):  0.230581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of they shoot horses, don't they?
Start Entity:     They Shoot Horses, Don't They?
Gold Answer:      [['Telly Savalas', 'Max von Sydow', 'Sally Field', 'Peter Falk', 'Nancy Marchand', 'Tom Cruise', 'Dustin Hoffman', 'Harrison Ford', 'Jessica Lange', 'Faye Dunaway', 'Jane Fonda', 'Cliff Robertson', 'William Holden', "Patrick O'Neal", 'Sean Penn', 'Robert Redford', 'Michael Kitchen', 'Klaus Maria Brandauer', 'Ossie Davis', 'Greg Kinnear', 'Julia Ormond', 'Dabney Coleman', 'Kate Reid', 'Meryl Streep', 'Nicole Kidman', 'Sidney Poitier', 'Anne Bancroft', 'Jeanne Tripplehorn', 'Paul Newman', 'Bob Balaban', 'Gene Hackman', 'Audrey Hepburn', 'Burt Lancaster', 'Teri Garr', 'Hal Holbrook', 'Charles Bronson', 'Steven Hill', 'Lena Olin', 'Kristin Scott Thomas', 'Will Geer', 'Humphrey Bogart', 'Natalie Wood', 'Catherine Keener', 'Barbra Streisand']]
Predicted Ans:    William Holden
Predicted Path:   They Shoot Horses, Don't They? --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[starred_actors]--> William Holden
Path (Raw):       They Shoot Horses, Don't They? --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[starred_actors]--> William Holden
Neg LogProb(↓):   1.197698
Path Entropy(↓):  2.528995
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by john huston
Start Entity:     John Huston
Gold Answer:      [['Laurence Stallings', 'Carol Sobieski', 'Arch Oboler', 'Albert Band', 'Dashiell Hammett', 'Carson McCullers', 'Lou Breslow', 'Romain Gary', 'John Milius', 'Thomas Meehan', 'Charles Shaw', 'Leonard Gardner', 'Pierre La Mure', 'Harold Gray', 'Richard Condon', 'Janet Roach', 'James Agee', 'Arthur Miller', 'Ellen Glasgow', 'Brown Holmes', 'Maude Fulton', 'Guy Gallo', 'Malcolm Lowry', 'Ray Bradbury', 'Truman Capote', 'Maxwell Anderson', 'John Melson', 'Tennessee Williams', "Flannery O'Connor", 'Claud Cockburn', 'Wendell Mayes', 'B. Traven', 'Anthony Veiller', 'Rudyard Kipling', 'Alan Le May', 'Philip MacDonald', 'Stephen Crane', 'Howard Koch', 'Will Gluck', 'Noel Behn', 'Gladys Hill', 'Richard Brooks', 'Herman Melville', 'John Lee Mahin', 'James Joyce']]
Predicted Ans:    John Huston
Predicted Path:   John Huston --[(INV) directed_by]--> The African Queen --[written_by]--> John Huston
Path (Raw):       John Huston --[No Operation]--> John Huston --[(INV) directed_by]--> The African Queen --[written_by]--> John Huston
Neg LogProb(↓):   1.313338
Path Entropy(↓):  1.614562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share screenwriters with purely belter were released in which years
Start Entity:     Purely Belter
Gold Answer:      [['1996', '1998', '1992']]
Predicted Ans:    1992
Predicted Path:   Purely Belter --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[release_year]--> 1992
Path (Raw):       Purely Belter --[written_by]--> Mark Herman --[(INV) written_by]--> Blame It on the Bellboy --[release_year]--> 1992
Neg LogProb(↓):   0.393486
Path Entropy(↓):  0.872430
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the sin of madelon claudet
Start Entity:     The Sin of Madelon Claudet
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Sin of Madelon Claudet --[directed_by]--> Edgar Selwyn --[(INV) directed_by]--> The Sin of Madelon Claudet --[has_genre]--> Drama
Path (Raw):       The Sin of Madelon Claudet --[directed_by]--> Edgar Selwyn --[(INV) directed_by]--> The Sin of Madelon Claudet --[has_genre]--> Drama
Neg LogProb(↓):   0.141448
Path Entropy(↓):  0.389984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of you again
Start Entity:     You Again
Gold Answer:      [['Channing Tatum', 'Carla Gugino', 'Alexander Ludwig', 'AnnaSophia Robb', 'Tom Everett Scott', 'Dwayne Johnson', 'Laura Ramsey', 'Marisa Tomei', 'Bette Midler', 'Vinnie Jones', 'Billy Crystal', 'Amanda Bynes']]
Predicted Ans:    Kristen Bell
Predicted Path:   You Again --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[starred_actors]--> Kristen Bell
Path (Raw):       You Again --[directed_by]--> Andy Fickman --[(INV) directed_by]--> You Again --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.495381
Path Entropy(↓):  0.884999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of ben coccio written films
Start Entity:     Ben Coccio
Gold Answer:      [['Derek Cianfrance']]
Predicted Ans:    Ben Coccio
Predicted Path:   Ben Coccio --[(INV) directed_by]--> Zero Day --[written_by]--> Ben Coccio
Path (Raw):       Ben Coccio --[No Operation]--> Ben Coccio --[(INV) directed_by]--> Zero Day --[written_by]--> Ben Coccio
Neg LogProb(↓):   0.133111
Path Entropy(↓):  0.379024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies starred by bed of roses actors
Start Entity:     Bed of Roses
Gold Answer:      [['Romance', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Bed of Roses --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Alone in the Dark --[has_genre]--> Horror
Path (Raw):       Bed of Roses --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> Alone in the Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.910688
Path Entropy(↓):  1.994743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in rounders
Start Entity:     Rounders
Gold Answer:      [['Romance', 'Family', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Rounders --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Path (Raw):       Rounders --[starred_actors]--> Matt Damon --[(INV) starred_actors]--> The Bourne Identity --[has_genre]--> Action
Neg LogProb(↓):   0.433659
Path Entropy(↓):  1.046795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by union pacific actors release
Start Entity:     Union Pacific
Gold Answer:      [['1946', '1954', '1944', '2003', '1936', '1935', '1941', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1955', '1962', '1964', '1949', '1950', '1952', '1945', '1937', '1930']]
Predicted Ans:    1954
Predicted Path:   Union Pacific --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Path (Raw):       Union Pacific --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   1.565805
Path Entropy(↓):  2.151960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in suez also appears in which movies
Start Entity:     Suez
Gold Answer:      [["The Razor's Edge", 'Along Came Jones', 'The Sun Also Rises', 'Crash Dive', 'The Black Swan', 'Johnny Apollo', 'The Black Rose', 'She Had to Say Yes', 'The Devil to Pay!', 'Blood and Sand', 'Prince of Foxes', "Employees' Entrance", 'Taxi!', 'Eternally Yours', 'Platinum Blonde', 'Zoo in Budapest', 'Cause for Alarm!', "Man's Castle", "Lloyd's of London", "The Farmer's Daughter", "The Bishop's Wife", 'The Crusades', 'Thin Ice', "Alexander's Ragtime Band", 'Witness for the Prosecution', 'A Night to Remember', 'Midnight Mary', 'The Eddy Duchin Story', 'The Call of the Wild', 'Come to the Stable', 'Born to Be Bad', 'The Story of Alexander Graham Bell', 'This Above All', 'Love Is News', 'Captain from Castile', 'Heroes for Sale', 'Second Honeymoon', 'Jesse James', 'The Stranger', 'The Squall', 'Nightmare Alley', 'The Mark of Zorro', 'The Rains Came', 'The Long Gray Line', 'In Old Chicago', '13 Rue Madeleine']]
Predicted Ans:    Come to the Stable
Predicted Path:   Suez --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Come to the Stable
Path (Raw):       Suez --[starred_actors]--> Loretta Young --[No Operation]--> Loretta Young --[(INV) starred_actors]--> Come to the Stable
Neg LogProb(↓):   0.779101
Path Entropy(↓):  1.374122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of nicholas woodeson
Start Entity:     Nicholas Woodeson
Gold Answer:      [['Rupert Graves', 'Samantha Morton']]
Predicted Ans:    Samantha Morton
Predicted Path:   Nicholas Woodeson --[(INV) starred_actors]--> Dreaming of Joseph Lees --[starred_actors]--> Samantha Morton
Path (Raw):       Nicholas Woodeson --[No Operation]--> Nicholas Woodeson --[(INV) starred_actors]--> Dreaming of Joseph Lees --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.001090
Path Entropy(↓):  0.008534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the silent partner actors
Start Entity:     The Silent Partner
Gold Answer:      [['René Hardy', 'Robert Littell', 'Peter Hyams', 'Bram Stoker', 'Jay Parini', 'Michael Mann', 'Michael Schroeder', 'John Huston', 'Franco Zeffirelli', 'Sandra Fierlinger', 'Paul Fierlinger', 'David Auburn', 'Thomas Arslan', 'Luigi Cozzi', 'Howard Lindsay', 'Nat Wachsberger', 'Thomas Michael Donnelly', 'Russel Crouse', 'David France', 'Gavin Lambert', 'Wilbur Smith', 'Michael Hoffman', 'Richard Hooker', 'Robert Kaufman', 'William Marchant', 'John Byrum', 'Horace McCoy', 'Ernest Lehman', 'Robert Baer', 'Frank Launder', 'Ethel Lina White', 'Sidney Sheldon', 'Budd Schulberg', 'Cecil Lewis', 'Steve Tesich', 'Howard Barker', 'Bryan Forbes', 'Astrid Lindgren', 'Richard Matheson', 'Susannah York', 'Terry Gilliam', 'George Axelrod', 'Eric Roth', 'Marie Brenner', 'Ring Lardner Jr.', 'Steven Paul', 'Patrick Lussier', 'Beverly Lewis', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Shane Acker', 'Augusto Caminito', 'Atom Egoyan', 'Robert E. Thompson', 'John Buell', 'Rudyard Kipling', 'Pamela Pettler', 'Sidney Gilliat', 'Akiva Goldsman', 'Jean Giono', 'Sylvia Nasar', 'Mick Molloy', 'Leigh Brackett', 'Raymond Chandler', 'Nick Murphy', 'Terrence Malick', 'Moira Buffini', 'Jules Feiffer', 'James Poe', 'Russell Gewirtz', 'Robert Stevenson', 'Stephen Gaghan', 'Charles McKeown']]
Predicted Ans:    Michael Mann
Predicted Path:   The Silent Partner --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Path (Raw):       The Silent Partner --[starred_actors]--> Christopher Plummer --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Neg LogProb(↓):   1.153814
Path Entropy(↓):  1.797965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by jane hall released
Start Entity:     Jane Hall
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Jane Hall --[(INV) written_by]--> Nancy Goes to Rio --[release_year]--> 1950
Path (Raw):       Jane Hall --[No Operation]--> Jane Hall --[(INV) written_by]--> Nancy Goes to Rio --[release_year]--> 1950
Neg LogProb(↓):   0.008294
Path Entropy(↓):  0.047842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of police story
Start Entity:     Police Story
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Police Story --[written_by]--> Jackie Chan --[(INV) written_by]--> Police Story 2 --[has_genre]--> Action
Path (Raw):       Police Story --[written_by]--> Jackie Chan --[(INV) written_by]--> Police Story 2 --[has_genre]--> Action
Neg LogProb(↓):   0.398415
Path Entropy(↓):  1.009531
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by andrew goth
Start Entity:     Andrew Goth
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Andrew Goth --[(INV) written_by]--> Gallowwalkers --[has_genre]--> Horror
Path (Raw):       Andrew Goth --[No Operation]--> Andrew Goth --[(INV) written_by]--> Gallowwalkers --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of coraline
Start Entity:     Coraline
Gold Answer:      [['The Nightmare Before Christmas', 'Monkeybone', 'James and the Giant Peach']]
Predicted Ans:    The Nightmare Before Christmas
Predicted Path:   Coraline --[directed_by]--> Henry Selick --[(INV) directed_by]--> The Nightmare Before Christmas
Path (Raw):       Coraline --[No Operation]--> Coraline --[directed_by]--> Henry Selick --[(INV) directed_by]--> The Nightmare Before Christmas
Neg LogProb(↓):   0.077435
Path Entropy(↓):  0.333102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by larry morey
Start Entity:     Larry Morey
Gold Answer:      [['Snow White and the Seven Dwarfs']]
Predicted Ans:    Snow White and the Seven Dwarfs
Predicted Path:   Larry Morey --[(INV) directed_by]--> Snow White and the Seven Dwarfs --[directed_by]--> Perce Pearce --[(INV) directed_by]--> Snow White and the Seven Dwarfs
Path (Raw):       Larry Morey --[(INV) directed_by]--> Snow White and the Seven Dwarfs --[directed_by]--> Perce Pearce --[(INV) directed_by]--> Snow White and the Seven Dwarfs
Neg LogProb(↓):   0.539476
Path Entropy(↓):  1.053010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film all good things was directed by who
Start Entity:     All Good Things
Gold Answer:      [['Andrew Jarecki']]
Predicted Ans:    Andrew Jarecki
Predicted Path:   All Good Things --[directed_by]--> Andrew Jarecki --[(INV) directed_by]--> All Good Things --[directed_by]--> Andrew Jarecki
Path (Raw):       All Good Things --[directed_by]--> Andrew Jarecki --[(INV) directed_by]--> All Good Things --[directed_by]--> Andrew Jarecki
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in blue valentine
Start Entity:     Blue Valentine
Gold Answer:      [['Andrew Jarecki', 'Jamie Babbit', 'Sharon Maguire', 'Sarah Polley', 'George Clooney', 'Lukas Moodysson', 'Henry Bean', 'Kelly Reichardt', 'Marcel Langenegger', 'Marc Forster', 'Wim Wenders', 'Craig Gillespie', 'Sam Raimi', 'Gregory Hoblit', 'Ryan Fleck', 'Andrew Fleming', 'Saul Dibb', 'Simon Curtis', 'Nicolas Winding Refn', 'Wiebke von Carolsfeld', 'Derek Cianfrance', 'Irving Rapper', 'Barbet Schroeder']]
Predicted Ans:    Irving Rapper
Predicted Path:   Blue Valentine --[starred_actors]--> Michelle Williams --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Path (Raw):       Blue Valentine --[starred_actors]--> Michelle Williams --[(INV) starred_actors]--> Deception --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.019229
Path Entropy(↓):  0.102820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with markus schleinzer
Start Entity:     Markus Schleinzer
Gold Answer:      [['Nora Ephron']]
Predicted Ans:    Nora Ephron
Predicted Path:   Markus Schleinzer --[(INV) written_by]--> Michael --[written_by]--> Nora Ephron
Path (Raw):       Markus Schleinzer --[No Operation]--> Markus Schleinzer --[(INV) written_by]--> Michael --[written_by]--> Nora Ephron
Neg LogProb(↓):   0.000960
Path Entropy(↓):  0.007721
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is come dance with me! in
Start Entity:     Come Dance with Me!
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Come Dance with Me! --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       Come Dance with Me! --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   1.500141
Path Entropy(↓):  3.007302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the dead pool is also the director of which films
Start Entity:     The Dead Pool
Gold Answer:      [['Any Which Way You Can']]
Predicted Ans:    The Dead Pool
Predicted Path:   The Dead Pool --[directed_by]--> Buddy Van Horn --[(INV) directed_by]--> The Dead Pool
Path (Raw):       The Dead Pool --[directed_by]--> Buddy Van Horn --[(INV) directed_by]--> The Dead Pool --[No Operation]--> The Dead Pool
Neg LogProb(↓):   0.032672
Path Entropy(↓):  0.147775
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the cardinal is also the director of which movies
Start Entity:     The Cardinal
Gold Answer:      [['Saint Joan', 'Exodus', 'Carmen Jones', 'Such Good Friends', 'Bunny Lake Is Missing', 'That Lady in Ermine', 'Bonjour Tristesse', 'Fallen Angel', 'The Moon Is Blue', 'Forever Amber', 'The Court-Martial of Billy Mitchell', 'Anatomy of a Murder', 'Porgy and Bess', 'Hurry Sundown', 'The Human Factor', 'Angel Face', 'The 13th Letter', "In Harm's Way", 'Skidoo', 'The Man with the Golden Arm', 'Where the Sidewalk Ends', 'Laura', 'Daisy Kenyon', 'River of No Return', 'Whirlpool']]
Predicted Ans:    Whirlpool
Predicted Path:   The Cardinal --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool
Path (Raw):       The Cardinal --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[No Operation]--> Whirlpool
Neg LogProb(↓):   1.471372
Path Entropy(↓):  2.509598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in this time around
Start Entity:     This Time Around
Gold Answer:      [['2011']]
Predicted Ans:    2003
Predicted Path:   This Time Around --[starred_actors]--> Carly Pope --[(INV) starred_actors]--> This Time Around --[release_year]--> 2003
Path (Raw):       This Time Around --[starred_actors]--> Carly Pope --[(INV) starred_actors]--> This Time Around --[release_year]--> 2003
Neg LogProb(↓):   0.082395
Path Entropy(↓):  0.279487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Don't be afraid of the dark is a film written by this person
Start Entity:     Don't Be Afraid of the Dark
Gold Answer:      [['Matthew Robbins', 'Guillermo del Toro']]
Predicted Ans:    Matthew Robbins
Predicted Path:   Don't Be Afraid of the Dark --[written_by]--> Matthew Robbins --[(INV) written_by]--> Dragonslayer --[written_by]--> Matthew Robbins
Path (Raw):       Don't Be Afraid of the Dark --[written_by]--> Matthew Robbins --[(INV) written_by]--> Dragonslayer --[written_by]--> Matthew Robbins
Neg LogProb(↓):   0.880248
Path Entropy(↓):  1.486003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film backfire
Start Entity:     Backfire
Gold Answer:      [['1949', '1948', '1939', '1944', '1950', '1959', '1942', '1991', '1947', '1961', '1941', '1943']]
Predicted Ans:    1944
Predicted Path:   Backfire --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[release_year]--> 1944
Path (Raw):       Backfire --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[release_year]--> 1944
Neg LogProb(↓):   0.887825
Path Entropy(↓):  1.764447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by john pilger
Start Entity:     John Pilger
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   John Pilger --[(INV) starred_actors]--> Stealing a Nation --[has_genre]--> Documentary
Path (Raw):       John Pilger --[No Operation]--> John Pilger --[(INV) starred_actors]--> Stealing a Nation --[has_genre]--> Documentary
Neg LogProb(↓):   0.486747
Path Entropy(↓):  0.667098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with kanae minato
Start Entity:     Kanae Minato
Gold Answer:      [['Tetsuya Nakashima']]
Predicted Ans:    Tetsuya Nakashima
Predicted Path:   Kanae Minato --[(INV) written_by]--> Confessions --[written_by]--> Tetsuya Nakashima
Path (Raw):       Kanae Minato --[No Operation]--> Kanae Minato --[(INV) written_by]--> Confessions --[written_by]--> Tetsuya Nakashima
Neg LogProb(↓):   0.006773
Path Entropy(↓):  0.040485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the passion of ayn rand
Start Entity:     The Passion of Ayn Rand
Gold Answer:      [['David Salle', 'Neil LaBute']]
Predicted Ans:    Christopher Menaul
Predicted Path:   The Passion of Ayn Rand --[written_by]--> Barbara Branden --[(INV) written_by]--> The Passion of Ayn Rand --[directed_by]--> Christopher Menaul
Path (Raw):       The Passion of Ayn Rand --[written_by]--> Barbara Branden --[(INV) written_by]--> The Passion of Ayn Rand --[directed_by]--> Christopher Menaul
Neg LogProb(↓):   0.646389
Path Entropy(↓):  0.846892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by rose mcgowan were written by who
Start Entity:     Rose McGowan
Gold Answer:      [['Robert Rodriguez', 'Darren Stein', 'Victor Salva', 'Gregg Araki']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Rose McGowan --[(INV) starred_actors]--> Planet Terror --[written_by]--> Robert Rodriguez
Path (Raw):       Rose McGowan --[No Operation]--> Rose McGowan --[(INV) starred_actors]--> Planet Terror --[written_by]--> Robert Rodriguez
Neg LogProb(↓):   0.484271
Path Entropy(↓):  0.723865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by alexandra daddario were directed by who
Start Entity:     Alexandra Daddario
Gold Answer:      [['John Luessenhop']]
Predicted Ans:    Nolan Gerard Funk
Predicted Path:   Alexandra Daddario --[(INV) starred_actors]--> Bereavement --[starred_actors]--> Nolan Gerard Funk
Path (Raw):       Alexandra Daddario --[No Operation]--> Alexandra Daddario --[(INV) starred_actors]--> Bereavement --[starred_actors]--> Nolan Gerard Funk
Neg LogProb(↓):   0.142007
Path Entropy(↓):  0.447466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with around the world under the sea fall under
Start Entity:     Around the World Under the Sea
Gold Answer:      [['Adventure', 'History', 'Action']]
Predicted Ans:    Action
Predicted Path:   Around the World Under the Sea --[directed_by]--> Andrew Marton --[(INV) directed_by]--> The Longest Day --[has_genre]--> Action
Path (Raw):       Around the World Under the Sea --[directed_by]--> Andrew Marton --[(INV) directed_by]--> The Longest Day --[has_genre]--> Action
Neg LogProb(↓):   0.625607
Path Entropy(↓):  0.692656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the gay divorcee also appears in which films
Start Entity:     The Gay Divorcee
Gold Answer:      [['Kitty Foyle', 'Royal Wedding', 'Top Hat', 'You Were Never Lovelier', 'Yolanda and the Thief', 'Roxie Hart', 'When Ladies Meet', 'Follow the Fleet', 'Primrose Path', 'Gold Diggers of 1935', 'Swing Time', 'Star of Midnight', 'Monkey Business', 'Silk Stockings', 'Three Little Words', 'Once Upon a Honeymoon', "That's Entertainment!", 'Tender Comrade', 'Angel', 'Storm Warning', 'A Damsel in Distress', 'Carefree', 'The Story of Vernon and Irene Castle', 'The Notorious Landlady', 'In Old Chicago', 'Ziegfeld Follies', 'On the Beach', 'The Band Wagon', 'Roberta', 'The Front Page', 'Romance in Manhattan', 'Broadway Melody of 1940', 'The Barkleys of Broadway', 'Black Widow', 'Daddy Long Legs', 'Bachelor Mother', "You'll Never Get Rich", 'The Major and the Minor', "Finian's Rainbow", 'Funny Face', 'Tight Spot', 'Ghost Story', "We're Not Married!", "The Sky's the Limit", "I'll Be Seeing You", "That's Entertainment, Part II", 'Second Chorus', 'Easter Parade', 'Vivacious Lady', 'Stage Door', 'Holiday Inn', 'The Devil Is a Woman', 'Blue Skies', 'Flying Down to Rio']]
Predicted Ans:    Monkey Business
Predicted Path:   The Gay Divorcee --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Monkey Business
Path (Raw):       The Gay Divorcee --[starred_actors]--> Ginger Rogers --[No Operation]--> Ginger Rogers --[(INV) starred_actors]--> Monkey Business
Neg LogProb(↓):   1.241004
Path Entropy(↓):  2.153773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of tamara drewe
Start Entity:     Tamara Drewe
Gold Answer:      [['Anjelica Huston', 'Alfred Molina', 'Selma Blair', 'Dustin Hoffman', 'Meg Ryan', 'Annette Bening', 'Judi Dench', 'Cole Hauser', 'Glenn Close', 'John Cusack', 'Robert Loggia', 'Christian Slater', 'William H. Macy', 'Michael Sheen', 'Michelle Pfeiffer', 'Jet Li', 'John Malkovich', 'David Morrissey', 'Julia Roberts', 'Terence Stamp', 'Gary Oldman', 'Iben Hjejle', 'Billy Crudup', 'Albert Finney', 'Wallace Shawn', 'Swoosie Kurtz', 'Steve Coogan', 'Rupert Friend', 'Will Young', 'Geena Davis', 'Vanessa Redgrave', 'Woody Harrelson', 'Joan Cusack', 'Bob Hoskins', 'Enrique Castillo', 'Colm Feore', 'Tina Kellegher', 'Colm Meaney', 'Cecilia Cheung', 'Helen Mirren']]
Predicted Ans:    John Malkovich
Predicted Path:   Tamara Drewe --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Mary Reilly --[starred_actors]--> John Malkovich
Path (Raw):       Tamara Drewe --[directed_by]--> Stephen Frears --[(INV) directed_by]--> Mary Reilly --[starred_actors]--> John Malkovich
Neg LogProb(↓):   1.047967
Path Entropy(↓):  1.635727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie of mice and men
Start Entity:     Of Mice and Men
Gold Answer:      [['lewis milestone', 'john steinbeck', 'bd-r']]
Predicted Ans:    john steinbeck
Predicted Path:   Of Mice and Men --[has_tags]--> john steinbeck --[(INV) has_tags]--> Lifeboat --[has_tags]--> john steinbeck
Path (Raw):       Of Mice and Men --[has_tags]--> john steinbeck --[(INV) has_tags]--> Lifeboat --[has_tags]--> john steinbeck
Neg LogProb(↓):   0.908599
Path Entropy(↓):  1.050764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in fright
Start Entity:     Fright
Gold Answer:      [['Sidney Lumet', 'Rainer Werner Fassbinder', 'Guy Hamilton', 'Henry Cornelius', 'Richard Donner', 'Charles Crichton', 'Michael Apted', 'Rod Lurie', 'Peter Sykes', 'Robert Aldrich', 'Jacques Demy', 'Menahem Golan', 'Richard Fleischer', 'Sam Peckinpah', 'Jack Starrett', 'Arthur Hiller', 'Mark Palansky']]
Predicted Ans:    Jacques Demy
Predicted Path:   Fright --[starred_actors]--> Susan George --[(INV) starred_actors]--> Lola --[directed_by]--> Jacques Demy
Path (Raw):       Fright --[starred_actors]--> Susan George --[(INV) starred_actors]--> Lola --[directed_by]--> Jacques Demy
Neg LogProb(↓):   1.038152
Path Entropy(↓):  1.599682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of nell was
Start Entity:     Nell
Gold Answer:      [['Michael Apted']]
Predicted Ans:    Michael Apted
Predicted Path:   Nell --[directed_by]--> Michael Apted --[(INV) directed_by]--> Continental Divide --[directed_by]--> Michael Apted
Path (Raw):       Nell --[directed_by]--> Michael Apted --[(INV) directed_by]--> Continental Divide --[directed_by]--> Michael Apted
Neg LogProb(↓):   0.766761
Path Entropy(↓):  1.337936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed gunman's walk
Start Entity:     Gunman's Walk
Gold Answer:      [['Jeffrey Hunter', 'Richard Kiley', 'Richard Conte', 'Guy Madison', 'Dianne Foster', 'Ginger Rogers', 'Joe Don Baker', 'Donna Reed', 'David Janssen', 'Kathryn Grant', 'Broderick Crawford', 'Coleen Gray', 'Sidney Toler', 'Johnny Knoxville', 'Vic Damone', 'Preston Foster', 'Brad Dexter', 'Edward G. Robinson', 'Glenn Ford', 'Kim Novak', 'John McIntire', 'John Payne', 'John Derek', 'Evelyn Keyes', 'Brian Keith', 'Neville Brand', 'Frank Faylen', 'Inger Stevens']]
Predicted Ans:    Kathryn Grant
Predicted Path:   Gunman's Walk --[directed_by]--> Phil Karlson --[(INV) directed_by]--> The Brothers Rico --[starred_actors]--> Kathryn Grant
Path (Raw):       Gunman's Walk --[directed_by]--> Phil Karlson --[(INV) directed_by]--> The Brothers Rico --[starred_actors]--> Kathryn Grant
Neg LogProb(↓):   1.112806
Path Entropy(↓):  1.523208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in seeking justice
Start Entity:     Seeking Justice
Gold Answer:      [['Thai', 'French', 'English', 'Hungarian', 'German']]
Predicted Ans:    French
Predicted Path:   Seeking Justice --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       Seeking Justice --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.008254
Path Entropy(↓):  0.048825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by cabin in the sky actors release
Start Entity:     Cabin in the Sky
Gold Answer:      [['1949', '1966', '1959', '1936', '1994', '1981', '1961']]
Predicted Ans:    1959
Predicted Path:   Cabin in the Sky --[starred_actors]--> Louis Armstrong --[(INV) starred_actors]--> The Five Pennies --[release_year]--> 1959
Path (Raw):       Cabin in the Sky --[starred_actors]--> Louis Armstrong --[(INV) starred_actors]--> The Five Pennies --[release_year]--> 1959
Neg LogProb(↓):   0.766102
Path Entropy(↓):  1.527605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does waiting for forever fall under
Start Entity:     Waiting for Forever
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Waiting for Forever --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Waiting for Forever --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.002109
Path Entropy(↓):  0.019583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with jean rochefort
Start Entity:     Jean Rochefort
Gold Answer:      [['Pierre Richard', 'Anna Galiena', 'Bernard Blier']]
Predicted Ans:    Jean Rochefort
Predicted Path:   Jean Rochefort --[(INV) starred_actors]--> The Tall Blond Man with One Black Shoe --[starred_actors]--> Jean Rochefort
Path (Raw):       Jean Rochefort --[No Operation]--> Jean Rochefort --[(INV) starred_actors]--> The Tall Blond Man with One Black Shoe --[starred_actors]--> Jean Rochefort
Neg LogProb(↓):   0.027137
Path Entropy(↓):  0.149595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film the big heat are directed by who
Start Entity:     The Big Heat
Gold Answer:      [['Ronald Neame', 'J. Lee Thompson', 'Edward Dmytryk', 'Delmer Daves', 'Rudolph Maté', 'Blake Edwards', 'Giulio Paradisi', 'Thomas McCarthy', 'Jack Smight', 'George Marshall', 'Nicholas Ray', 'Mark Robson', 'Anthony Mann', 'S. Sylvan Simon', 'Stanley Kramer', 'Frank Capra', 'Budd Boetticher', 'Michael Gordon', 'Wesley Ruggles', 'Curtis Bernhardt', 'Vincente Minnelli', 'Roger Corman', 'Delbert Mann', 'Fred Zinnemann', 'Charles Vidor', 'Joseph H. Lewis', 'Ralph Nelson', 'Phil Karlson']]
Predicted Ans:    Frank Capra
Predicted Path:   The Big Heat --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Path (Raw):       The Big Heat --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.744843
Path Entropy(↓):  1.651627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by robert chomiak
Start Entity:     Robert Chomiak
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Chomiak --[(INV) written_by]--> Fido --[has_genre]--> Comedy
Path (Raw):       Robert Chomiak --[No Operation]--> Robert Chomiak --[(INV) written_by]--> Fido --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the soft skin starred who
Start Entity:     The Soft Skin
Gold Answer:      [['Julie Andrews', 'Claire Maurier', 'Albert Rémy', 'Catherine Deneuve', 'Jean Dasté', 'Françoise Seigner', 'Jacqueline Bisset', 'François Truffaut', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Burt Reynolds', 'Oskar Werner', 'Gérard Depardieu', 'Richard Gere', 'Valérie Kaprisky', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Cyril Cusack', 'Julie Christie', 'Nathalie Baye', 'Patrick Maléon']]
Predicted Ans:    Jean Dasté
Predicted Path:   The Soft Skin --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Path (Raw):       The Soft Skin --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.477286
Path Entropy(↓):  1.030676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote a farewell to arms
Start Entity:     A Farewell to Arms
Gold Answer:      [['Ronald Colman', 'Cary Grant', 'Michael Chekhov', 'Leo G. Carroll', 'Ginger Rogers', 'Gregory Peck', 'Groucho Marx', 'Frederick Kerr', 'Janet Gaynor', 'Zsa Zsa Gabor', 'Mel Ferrer', 'Dana Andrews', 'Paulette Goddard', 'Lee Marvin', 'Patricia Neal', 'Angie Dickinson', 'Lauren Bacall', 'Walter Connolly', 'Mike Vogel', 'Carole Lombard', 'Roscoe Karns', 'Erika Christensen', 'Christopher Masterson', 'John Barrymore', 'Thomas Mitchell', 'Harry Carey Jr.', 'Dorothy Lamour', 'Walter Brennan', 'Walter Matthau', 'Burt Lancaster', 'George C. Scott', 'Miriam Hopkins', 'Clark Gable', 'Fay Wray', 'Joan Chen', "Pat O'Brien", 'Donald Cook', 'Tyrone Power', 'Henry Fonda', 'Gene Tierney', 'Betty Compson', 'Richard Conte', 'John Lund', 'Phyllis Thaxter', 'Jane Cowl', 'Hart Bochner', 'Ralph Bellamy', 'Barbara Stanwyck', 'Adolphe Menjou', 'Helen Hunt', 'James Howson', 'John Cassavetes', 'Edward Everett Horton', 'Mary Brian', 'Rosalind Russell', 'Harpo Marx', 'Rita Hayworth', 'Chico Marx', 'Thomas Gomez', 'Ava Gardner', 'Samuel L. Jackson', 'Jaycee Chan', 'James Stewart', 'Aleksandr Gordon', 'Erich von Stroheim', 'Eric Fleming', 'Laurie Mitchell', 'Wallace Beery', 'Lizabeth Scott', 'Fredric March', 'Nicolas Cage', 'Coleen Gray', 'Victor Mature', 'Brian Donlevy', 'David Caruso', 'Charles Winninger', 'Clu Gulager', 'Errol Flynn', 'David Hemmings', 'Morris Carnovsky', 'Akim Tamiroff', 'Humphrey Bogart', 'José Ferrer', 'Gilbert Roland', 'Robert Montgomery', 'Gary Cooper', 'Sam Jaffe', 'Sabu', 'Richard Widmark', 'Jack Lemmon', 'Leo Carrillo', "Edmond O'Brien", 'Ingrid Bergman', 'Charles Coburn', 'Marilyn Monroe', 'John Garfield', 'Loretta Young', 'Charles Farrell', 'Victor McLaglen', 'The Marx Brothers', 'Spencer Tracy', 'Charles Bickford']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   A Farewell to Arms --[written_by]--> Ernest Hemingway --[(INV) written_by]--> To Have and Have Not --[starred_actors]--> Humphrey Bogart
Path (Raw):       A Farewell to Arms --[written_by]--> Ernest Hemingway --[(INV) written_by]--> To Have and Have Not --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   1.269600
Path Entropy(↓):  2.452915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the backyard
Start Entity:     The Backyard
Gold Answer:      [['Horror']]
Predicted Ans:    Documentary
Predicted Path:   The Backyard --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Backyard --[has_genre]--> Documentary
Path (Raw):       The Backyard --[directed_by]--> Paul Hough --[(INV) directed_by]--> The Backyard --[has_genre]--> Documentary
Neg LogProb(↓):   0.002897
Path Entropy(↓):  0.019813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie the river wild released
Start Entity:     The River Wild
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   The River Wild --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Path (Raw):       The River Wild --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Neg LogProb(↓):   3.032080
Path Entropy(↓):  4.352341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie bridge of dragons
Start Entity:     Bridge of Dragons
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Bridge of Dragons --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Bridge of Dragons --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.434835
Path Entropy(↓):  4.117581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of secret admirer
Start Entity:     Secret Admirer
Gold Answer:      [['1989']]
Predicted Ans:    1985
Predicted Path:   Secret Admirer --[directed_by]--> David Greenwalt --[(INV) directed_by]--> Secret Admirer --[release_year]--> 1985
Path (Raw):       Secret Admirer --[directed_by]--> David Greenwalt --[(INV) directed_by]--> Secret Admirer --[release_year]--> 1985
Neg LogProb(↓):   0.023761
Path Entropy(↓):  0.117502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the movie the april fools released
Start Entity:     The April Fools
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   The April Fools --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Path (Raw):       The April Fools --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Neg LogProb(↓):   2.639935
Path Entropy(↓):  3.632917
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by j. r. moehringer
Start Entity:     J.R. Moehringer
Gold Answer:      [['Rod Lurie']]
Predicted Ans:    Rod Lurie
Predicted Path:   J.R. Moehringer --[(INV) written_by]--> Resurrecting the Champ --[directed_by]--> Rod Lurie
Path (Raw):       J.R. Moehringer --[No Operation]--> J.R. Moehringer --[(INV) written_by]--> Resurrecting the Champ --[directed_by]--> Rod Lurie
Neg LogProb(↓):   0.065695
Path Entropy(↓):  0.236955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the trotsky were in which genres
Start Entity:     The Trotsky
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Trotsky --[written_by]--> Jacob Tierney --[(INV) written_by]--> Good Neighbors --[has_genre]--> Drama
Path (Raw):       The Trotsky --[written_by]--> Jacob Tierney --[(INV) written_by]--> Good Neighbors --[has_genre]--> Drama
Neg LogProb(↓):   1.263048
Path Entropy(↓):  1.661207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by william wharton
Start Entity:     William Wharton
Gold Answer:      [['1989', '1984']]
Predicted Ans:    1989
Predicted Path:   William Wharton --[(INV) written_by]--> Dad --[release_year]--> 1989
Path (Raw):       William Wharton --[No Operation]--> William Wharton --[(INV) written_by]--> Dad --[release_year]--> 1989
Neg LogProb(↓):   0.618747
Path Entropy(↓):  0.691840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with agathe de la boulaye
Start Entity:     Agathe de La Boulaye
Gold Answer:      [['Claire Keim', 'Toby Jones', 'Sienna Miller', 'Abbie Cornish']]
Predicted Ans:    Toby Jones
Predicted Path:   Agathe de La Boulaye --[(INV) starred_actors]--> The Girl --[starred_actors]--> Toby Jones
Path (Raw):       Agathe de La Boulaye --[No Operation]--> Agathe de La Boulaye --[(INV) starred_actors]--> The Girl --[starred_actors]--> Toby Jones
Neg LogProb(↓):   1.150721
Path Entropy(↓):  1.525542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the winner actors
Start Entity:     The Winner
Gold Answer:      [['Steven Baigelman', 'Amanda Silver', 'Michael Scott Myers', 'Novalyne Price Ellis', 'Chris Fuhrman', 'Paul Brickman', 'Josef Rusnak', 'Nancy Savoca', 'Francine Prose', 'Neil Simon', 'Djordje Milicevic', 'Edward Bunker', 'Daniel F. Galouye', 'William H. Macy', 'Stanley Kubrick', 'Mike Mills', 'Steven Schachter', 'Wendelin Van Draanen', 'Philip K. Dick', 'Michael Herr', 'Gustav Hasford', 'Marti Leimbach', 'Michael Taverna', 'Kei Ôishi', 'Jonathan Hensleigh', 'Paul Zindel', 'Kirby Dick', 'Daniel Goldberg', 'Al Franken', 'Rick Porrello', 'Larry Cohen', 'Akira Kurosawa', 'Rob Reiner', 'Walter Kirn']]
Predicted Ans:    Steven Baigelman
Predicted Path:   The Winner --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[written_by]--> Steven Baigelman
Path (Raw):       The Winner --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Feeling Minnesota --[written_by]--> Steven Baigelman
Neg LogProb(↓):   0.406604
Path Entropy(↓):  1.007069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by gandhi actors
Start Entity:     Gandhi
Gold Answer:      [['French', 'English', 'Polish', 'German', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Gandhi --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Gandhi --[starred_actors]--> Ben Kingsley --[(INV) starred_actors]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.047321
Path Entropy(↓):  0.234691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of twenty - four eyes
Start Entity:     Twenty-Four Eyes
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Twenty-Four Eyes --[written_by]--> Keisuke Kinoshita --[(INV) written_by]--> Carmen Comes Home --[in_language]--> Japanese
Path (Raw):       Twenty-Four Eyes --[written_by]--> Keisuke Kinoshita --[(INV) written_by]--> Carmen Comes Home --[in_language]--> Japanese
Neg LogProb(↓):   0.000448
Path Entropy(↓):  0.003950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in fireflies in the garden
Start Entity:     Fireflies in the Garden
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Fireflies in the Garden --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[has_genre]--> Drama
Path (Raw):       Fireflies in the Garden --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[has_genre]--> Drama
Neg LogProb(↓):   0.398968
Path Entropy(↓):  1.215846
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ellen page were directed by who
Start Entity:     Ellen Page
Gold Answer:      [['Zal Batmanglij', 'James Gunn', 'Christopher Nolan', 'David Slade', 'Bruce McDonald', 'Jason Reitman', 'Noam Murro']]
Predicted Ans:    Christopher Nolan
Predicted Path:   Ellen Page --[(INV) starred_actors]--> Inception --[directed_by]--> Christopher Nolan
Path (Raw):       Ellen Page --[No Operation]--> Ellen Page --[(INV) starred_actors]--> Inception --[directed_by]--> Christopher Nolan
Neg LogProb(↓):   0.258443
Path Entropy(↓):  0.722339
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of hangmen also die!
Start Entity:     Hangmen Also Die!
Gold Answer:      [['Shia LaBeouf', 'James Cagney', 'Claire Trevor', 'Ann Sheridan', 'Brad Pitt', 'Logan Lerman', 'Edward G. Robinson', 'Michael Peña', 'Humphrey Bogart', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Walter Abel', 'Peter Lorre', 'Gustav Diessl', "Pat O'Brien"]]
Predicted Ans:    Brad Pitt
Predicted Path:   Hangmen Also Die! --[written_by]--> Fritz Lang --[(INV) written_by]--> Fury --[starred_actors]--> Brad Pitt
Path (Raw):       Hangmen Also Die! --[written_by]--> Fritz Lang --[(INV) written_by]--> Fury --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.860517
Path Entropy(↓):  1.360697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film late spring
Start Entity:     Late Spring
Gold Answer:      [['Mikio Naruse', 'Akira Kurosawa']]
Predicted Ans:    Mikio Naruse
Predicted Path:   Late Spring --[starred_actors]--> Setsuko Hara --[(INV) starred_actors]--> Sound of the Mountain --[directed_by]--> Mikio Naruse
Path (Raw):       Late Spring --[starred_actors]--> Setsuko Hara --[(INV) starred_actors]--> Sound of the Mountain --[directed_by]--> Mikio Naruse
Neg LogProb(↓):   0.004993
Path Entropy(↓):  0.033223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film tears of april were in which languages
Start Entity:     Tears of April
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Tears of April --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Path (Raw):       Tears of April --[directed_by]--> Aku Louhimies --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of macario
Start Entity:     Macario
Gold Answer:      [['Walter Huston', 'Humphrey Bogart', 'Tim Holt']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Macario --[written_by]--> B. Traven --[(INV) written_by]--> The Treasure of the Sierra Madre --[starred_actors]--> Humphrey Bogart
Path (Raw):       Macario --[written_by]--> B. Traven --[(INV) written_by]--> The Treasure of the Sierra Madre --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.020218
Path Entropy(↓):  0.098373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does charles cioffi appear in
Start Entity:     Charles Cioffi
Gold Answer:      [['Klute', 'Shaft']]
Predicted Ans:    Klute
Predicted Path:   Charles Cioffi --[(INV) starred_actors]--> Klute --[starred_actors]--> Charles Cioffi --[(INV) starred_actors]--> Klute
Path (Raw):       Charles Cioffi --[(INV) starred_actors]--> Klute --[starred_actors]--> Charles Cioffi --[(INV) starred_actors]--> Klute
Neg LogProb(↓):   0.111161
Path Entropy(↓):  0.433702
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie bad johnson, when was it released
Start Entity:     Bad Johnson
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Bad Johnson --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Bad Johnson --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.851669
Path Entropy(↓):  4.222123
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie jesus christ superstar
Start Entity:     Jesus Christ Superstar
Gold Answer:      [['2003', '1985', '1967', '1984', '1968', '1963', '1982', '1994', '1971', '1989', '1996', '2002', '1962', '1964', '1975', '1991', '1965', '1999', '1987', '1937']]
Predicted Ans:    2003
Predicted Path:   Jesus Christ Superstar --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[release_year]--> 2003
Path (Raw):       Jesus Christ Superstar --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[release_year]--> 2003
Neg LogProb(↓):   0.763262
Path Entropy(↓):  1.785524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by robert sheckley fall under
Start Entity:     Robert Sheckley
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Robert Sheckley --[(INV) written_by]--> Das Millionenspiel --[has_genre]--> Action
Path (Raw):       Robert Sheckley --[No Operation]--> Robert Sheckley --[(INV) written_by]--> Das Millionenspiel --[has_genre]--> Action
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000067
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of warren beatty written films
Start Entity:     Warren Beatty
Gold Answer:      [['Leo McCarey', 'Hal Ashby', 'Ernst Lubitsch', 'Glenn Gordon Caron', 'Buck Henry']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Warren Beatty --[(INV) directed_by]--> Heaven Can Wait --[directed_by]--> Ernst Lubitsch
Path (Raw):       Warren Beatty --[No Operation]--> Warren Beatty --[(INV) directed_by]--> Heaven Can Wait --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.292060
Path Entropy(↓):  0.859972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of scum
Start Entity:     Scum
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Scum --[directed_by]--> Alan Clarke --[(INV) directed_by]--> Penda's Fen --[release_year]--> 1974
Path (Raw):       Scum --[directed_by]--> Alan Clarke --[(INV) directed_by]--> Penda's Fen --[release_year]--> 1974
Neg LogProb(↓):   0.338853
Path Entropy(↓):  0.615864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by just around the corner screenwriters
Start Entity:     Just Around the Corner
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Musical
Predicted Path:   Just Around the Corner --[written_by]--> Darrell Ware --[(INV) written_by]--> Down Argentine Way --[has_genre]--> Musical
Path (Raw):       Just Around the Corner --[written_by]--> Darrell Ware --[(INV) written_by]--> Down Argentine Way --[has_genre]--> Musical
Neg LogProb(↓):   0.594601
Path Entropy(↓):  0.741657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor binnie hale appeared in the same movie with who
Start Entity:     Binnie Hale
Gold Answer:      [['Gordon Harker', 'Milton Rosmer']]
Predicted Ans:    Gordon Harker
Predicted Path:   Binnie Hale --[(INV) starred_actors]--> The Phantom Light --[starred_actors]--> Gordon Harker
Path (Raw):       Binnie Hale --[No Operation]--> Binnie Hale --[(INV) starred_actors]--> The Phantom Light --[starred_actors]--> Gordon Harker
Neg LogProb(↓):   0.000990
Path Entropy(↓):  0.008467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does sonakshi sinha appear in
Start Entity:     Sonakshi Sinha
Gold Answer:      [['Action Jackson', 'Dabangg 2']]
Predicted Ans:    Singham
Predicted Path:   Sonakshi Sinha --[(INV) starred_actors]--> Dabangg 2 --[starred_actors]--> Prakash Raj --[(INV) starred_actors]--> Singham
Path (Raw):       Sonakshi Sinha --[(INV) starred_actors]--> Dabangg 2 --[starred_actors]--> Prakash Raj --[(INV) starred_actors]--> Singham
Neg LogProb(↓):   0.108409
Path Entropy(↓):  0.453523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the writer of last man standing
Start Entity:     Last Man Standing
Gold Answer:      [['Walter Hill', 'Akira Kurosawa']]
Predicted Ans:    Walter Hill
Predicted Path:   Last Man Standing --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[written_by]--> Walter Hill
Path (Raw):       Last Man Standing --[written_by]--> Walter Hill --[(INV) written_by]--> Hard Times --[written_by]--> Walter Hill
Neg LogProb(↓):   0.007545
Path Entropy(↓):  0.054445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by richard reitinger released
Start Entity:     Richard Reitinger
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Richard Reitinger --[(INV) written_by]--> Faraway, So Close! --[release_year]--> 1993
Path (Raw):       Richard Reitinger --[No Operation]--> Richard Reitinger --[(INV) written_by]--> Faraway, So Close! --[release_year]--> 1993
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film cop
Start Entity:     Cop
Gold Answer:      [['1990', '1965', '1993']]
Predicted Ans:    1990
Predicted Path:   Cop --[directed_by]--> James B. Harris --[(INV) directed_by]--> Boiling Point --[release_year]--> 1990
Path (Raw):       Cop --[directed_by]--> James B. Harris --[(INV) directed_by]--> Boiling Point --[release_year]--> 1990
Neg LogProb(↓):   0.457234
Path Entropy(↓):  0.725572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by otto preminger were released in which years
Start Entity:     Otto Preminger
Gold Answer:      [['1954', '1944', '1959', '1967', '1979', '1968', '1963', '1957', '1951', '1953', '1947', '1948', '1971', '1955', '1949', '1950', '1960', '1965', '1945', '1958']]
Predicted Ans:    1949
Predicted Path:   Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Path (Raw):       Otto Preminger --[No Operation]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Neg LogProb(↓):   0.973502
Path Entropy(↓):  2.102382
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie beyond silence were in which genres
Start Entity:     Beyond Silence
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Beyond Silence --[written_by]--> Caroline Link --[(INV) written_by]--> A Year Ago in Winter --[has_genre]--> Drama
Path (Raw):       Beyond Silence --[written_by]--> Caroline Link --[(INV) written_by]--> A Year Ago in Winter --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of panther also wrote which films
Start Entity:     Panther
Gold Answer:      [["Sweet Sweetback's Baadasssss Song", 'Baadasssss!']]
Predicted Ans:    Sweet Sweetback's Baadasssss Song
Predicted Path:   Panther --[written_by]--> Melvin Van Peebles --[(INV) written_by]--> Sweet Sweetback's Baadasssss Song
Path (Raw):       Panther --[written_by]--> Melvin Van Peebles --[(INV) written_by]--> Sweet Sweetback's Baadasssss Song --[No Operation]--> Sweet Sweetback's Baadasssss Song
Neg LogProb(↓):   0.006094
Path Entropy(↓):  0.037113
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director burr steers
Start Entity:     Burr Steers
Gold Answer:      [['Jared Harris', 'Amanda Crew', 'Leslie Mann', 'Zac Efron', 'Matthew Perry', 'Claire Danes', 'Thomas Lennon', 'Jeff Goldblum', 'Kieran Culkin']]
Predicted Ans:    Zac Efron
Predicted Path:   Burr Steers --[(INV) directed_by]--> Charlie St. Cloud --[starred_actors]--> Zac Efron
Path (Raw):       Burr Steers --[No Operation]--> Burr Steers --[(INV) directed_by]--> Charlie St. Cloud --[starred_actors]--> Zac Efron
Neg LogProb(↓):   0.008019
Path Entropy(↓):  0.053010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by sienna guillory
Start Entity:     Sienna Guillory
Gold Answer:      [['2008', '2006', '1960', '2002']]
Predicted Ans:    2006
Predicted Path:   Sienna Guillory --[(INV) starred_actors]--> Eragon --[release_year]--> 2006
Path (Raw):       Sienna Guillory --[No Operation]--> Sienna Guillory --[(INV) starred_actors]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   0.024329
Path Entropy(↓):  0.129013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by paul brickhill
Start Entity:     Paul Brickhill
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Paul Brickhill --[(INV) written_by]--> The Dam Busters --[has_genre]--> War
Path (Raw):       Paul Brickhill --[No Operation]--> Paul Brickhill --[(INV) written_by]--> The Dam Busters --[has_genre]--> War
Neg LogProb(↓):   0.003603
Path Entropy(↓):  0.023831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed beyond the mat
Start Entity:     Beyond the Mat
Gold Answer:      [['Ron Rifkin', 'Katherine Heigl', 'Taraji P. Henson', 'Rainn Wilson', 'Johnny Knoxville', 'Brian Cox']]
Predicted Ans:    Brian Cox
Predicted Path:   Beyond the Mat --[directed_by]--> Barry W. Blaustein --[(INV) directed_by]--> The Ringer --[starred_actors]--> Brian Cox
Path (Raw):       Beyond the Mat --[directed_by]--> Barry W. Blaustein --[(INV) directed_by]--> The Ringer --[starred_actors]--> Brian Cox
Neg LogProb(↓):   0.191846
Path Entropy(↓):  0.661004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie king leopold's ghost
Start Entity:     King Leopold's Ghost
Gold Answer:      [['Pippa Scott']]
Predicted Ans:    Pippa Scott
Predicted Path:   King Leopold's Ghost --[directed_by]--> Pippa Scott --[(INV) directed_by]--> King Leopold's Ghost --[directed_by]--> Pippa Scott
Path (Raw):       King Leopold's Ghost --[directed_by]--> Pippa Scott --[(INV) directed_by]--> King Leopold's Ghost --[directed_by]--> Pippa Scott
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film the front line
Start Entity:     The Front Line
Gold Answer:      [['David Gleeson']]
Predicted Ans:    David Gleeson
Predicted Path:   The Front Line --[written_by]--> David Gleeson --[(INV) written_by]--> The Front Line --[written_by]--> David Gleeson
Path (Raw):       The Front Line --[written_by]--> David Gleeson --[(INV) written_by]--> The Front Line --[written_by]--> David Gleeson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with robert powell
Start Entity:     Robert Powell
Gold Answer:      [['Robert Stephens', 'Wes Bentley', 'Georgina Hale', 'David Hemmings', 'Carmen Duncan', 'Jane Seymour', 'Ralph Richardson', 'Beau Bridges', 'Broderick Crawford', 'Simon Ward', 'C. Aubrey Smith', 'June Duprez', 'John Clements']]
Predicted Ans:    Beau Bridges
Predicted Path:   Robert Powell --[(INV) starred_actors]--> The Four Feathers --[starred_actors]--> Beau Bridges
Path (Raw):       Robert Powell --[No Operation]--> Robert Powell --[(INV) starred_actors]--> The Four Feathers --[starred_actors]--> Beau Bridges
Neg LogProb(↓):   0.576860
Path Entropy(↓):  1.487034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the reckoning
Start Entity:     The Reckoning
Gold Answer:      [['1988']]
Predicted Ans:    2014
Predicted Path:   The Reckoning --[written_by]--> Mark Mills --[(INV) written_by]--> The Reckoning --[release_year]--> 2014
Path (Raw):       The Reckoning --[written_by]--> Mark Mills --[(INV) written_by]--> The Reckoning --[release_year]--> 2014
Neg LogProb(↓):   0.660282
Path Entropy(↓):  0.893514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by the writer of knock on wood starred who
Start Entity:     Knock on Wood
Gold Answer:      [['Bing Crosby', 'June Allyson', 'Madeleine Carroll', 'Glynis Johns', 'Angela Lansbury', 'Cary Grant', 'Buster Keaton', 'Basil Rathbone', 'David Wayne', 'Michael Crawford', 'Myrna Loy', 'Bob Hope', 'Joan Collins', 'Dick Powell', 'Zero Mostel', 'Glenda Jackson', 'Lucille Ball', 'Virna Lisi', 'Dorothy Lamour', 'K Callan', 'Gig Young', 'Danny Kaye', 'Tony Curtis', 'George C. Scott', 'George Segal', 'Gina Lollobrigida', 'Paul Sorvino', 'Phil Silvers', 'Rock Hudson']]
Predicted Ans:    Buster Keaton
Predicted Path:   Knock on Wood --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Path (Raw):       Knock on Wood --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.199011
Path Entropy(↓):  0.552477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by painter
Start Entity:     painter
Gold Answer:      [['Cutie and the Boxer', 'Van Gogh', 'Klimt', 'The Adventures of Picasso', 'Séraphine', 'Frida', 'Artemisia', 'Edvard Munch', 'Girl with a Pearl Earring', 'Andrei Rublev', 'Lust for Life', 'Carrington']]
Predicted Ans:    Cutie and the Boxer
Predicted Path:   painter --[(INV) has_tags]--> Cutie and the Boxer --[has_tags]--> painter --[(INV) has_tags]--> Cutie and the Boxer
Path (Raw):       painter --[(INV) has_tags]--> Cutie and the Boxer --[has_tags]--> painter --[(INV) has_tags]--> Cutie and the Boxer
Neg LogProb(↓):   0.225711
Path Entropy(↓):  0.755170
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did minoru takashima star in
Start Entity:     Minoru Takashima
Gold Answer:      [['Godzilla vs. Gigan']]
Predicted Ans:    Godzilla vs. Gigan
Predicted Path:   Minoru Takashima --[(INV) starred_actors]--> Godzilla vs. Gigan --[starred_actors]--> Hiroshi Ishikawa --[(INV) starred_actors]--> Godzilla vs. Gigan
Path (Raw):       Minoru Takashima --[(INV) starred_actors]--> Godzilla vs. Gigan --[starred_actors]--> Hiroshi Ishikawa --[(INV) starred_actors]--> Godzilla vs. Gigan
Neg LogProb(↓):   0.346477
Path Entropy(↓):  0.606370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the phantom carriage
Start Entity:     The Phantom Carriage
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Selma Lagerlöf
Predicted Path:   The Phantom Carriage --[starred_actors]--> Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage --[written_by]--> Selma Lagerlöf
Path (Raw):       The Phantom Carriage --[starred_actors]--> Hilda Borgström --[(INV) starred_actors]--> The Phantom Carriage --[written_by]--> Selma Lagerlöf
Neg LogProb(↓):   0.011317
Path Entropy(↓):  0.074379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by the actors in the computer wore tennis shoes
Start Entity:     The Computer Wore Tennis Shoes
Gold Answer:      [['Richard Rich', 'Ted Berman', 'Vincent McEveety', 'Ron Shelton', 'Wolfgang Petersen', 'Don Handfield', 'Matthijs van Heijningen Jr.', 'Robert Towne', 'Quentin Tarantino', 'Jonathan Demme', 'Jonathan Mostow', 'Ron Howard', 'Roland Emmerich', 'Jerry Jameson', 'Thom Eberhardt', 'Robert Aldrich', 'Roger Spottiswoode', 'Henry King', 'John Carpenter', 'Phillip Borsos', 'Robert Zemeckis', 'Kevin Jarre', 'Cameron Crowe', 'Garry Marshall', 'Mike Mitchell', 'George P. Cosmatos', 'Jonathan Sobol', 'Robert Rodriguez', 'Jonathan Kaplan', 'Edgar G. Ulmer', 'H. Bruce Humberstone', 'Stuart Baird']]
Predicted Ans:    Cameron Crowe
Predicted Path:   The Computer Wore Tennis Shoes --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Path (Raw):       The Computer Wore Tennis Shoes --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Vanilla Sky --[directed_by]--> Cameron Crowe
Neg LogProb(↓):   1.167798
Path Entropy(↓):  2.083404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with postal fall under
Start Entity:     Postal
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Postal --[starred_actors]--> Dave Foley --[(INV) starred_actors]--> A Bug's Life --[has_genre]--> Comedy
Path (Raw):       Postal --[starred_actors]--> Dave Foley --[(INV) starred_actors]--> A Bug's Life --[has_genre]--> Comedy
Neg LogProb(↓):   0.289812
Path Entropy(↓):  0.640309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by sean mcginley
Start Entity:     Sean McGinley
Gold Answer:      [['Alex Rose']]
Predicted Ans:    Alex Rose
Predicted Path:   Sean McGinley --[(INV) starred_actors]--> On a Clear Day --[written_by]--> Alex Rose
Path (Raw):       Sean McGinley --[No Operation]--> Sean McGinley --[(INV) starred_actors]--> On a Clear Day --[written_by]--> Alex Rose
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Jenna harrison appears in which movies
Start Entity:     Jenna Harrison
Gold Answer:      [['12 Days of Terror']]
Predicted Ans:    12 Days of Terror
Predicted Path:   Jenna Harrison --[(INV) starred_actors]--> 12 Days of Terror --[starred_actors]--> Mark Dexter --[(INV) starred_actors]--> 12 Days of Terror
Path (Raw):       Jenna Harrison --[(INV) starred_actors]--> 12 Days of Terror --[starred_actors]--> Mark Dexter --[(INV) starred_actors]--> 12 Days of Terror
Neg LogProb(↓):   0.267871
Path Entropy(↓):  0.545303
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by david marshall grant release
Start Entity:     David Marshall Grant
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   David Marshall Grant --[(INV) starred_actors]--> American Flyers --[release_year]--> 1985
Path (Raw):       David Marshall Grant --[No Operation]--> David Marshall Grant --[(INV) starred_actors]--> American Flyers --[release_year]--> 1985
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie cockfighter were in which languages
Start Entity:     Cockfighter
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Cockfighter --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> China 9, Liberty 37 --[in_language]--> Italian
Path (Raw):       Cockfighter --[starred_actors]--> Warren Oates --[(INV) starred_actors]--> China 9, Liberty 37 --[in_language]--> Italian
Neg LogProb(↓):   0.006057
Path Entropy(↓):  0.042281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the fog
Start Entity:     The Fog
Gold Answer:      [['Adrienne Barbeau', 'Jamie Lee Curtis', 'Janet Leigh']]
Predicted Ans:    Tom Welling
Predicted Path:   The Fog --[starred_actors]--> Tom Welling --[(INV) starred_actors]--> Cheaper by the Dozen 2 --[starred_actors]--> Tom Welling
Path (Raw):       The Fog --[starred_actors]--> Tom Welling --[(INV) starred_actors]--> Cheaper by the Dozen 2 --[starred_actors]--> Tom Welling
Neg LogProb(↓):   0.007505
Path Entropy(↓):  0.050554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of the pornographer
Start Entity:     The Pornographer
Gold Answer:      [['2011', '2003', '2014']]
Predicted Ans:    2014
Predicted Path:   The Pornographer --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> Saint Laurent --[release_year]--> 2014
Path (Raw):       The Pornographer --[directed_by]--> Bertrand Bonello --[(INV) directed_by]--> Saint Laurent --[release_year]--> 2014
Neg LogProb(↓):   0.438697
Path Entropy(↓):  0.839962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film rollerball
Start Entity:     Rollerball
Gold Answer:      [['1998', '1963', '1988', '2000', '2009', '1954', '2001', '2003', '2005', '2006', '1999', '2002', '2014', '2012']]
Predicted Ans:    2006
Predicted Path:   Rollerball --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Path (Raw):       Rollerball --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Neg LogProb(↓):   1.299694
Path Entropy(↓):  1.850556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by julien maury were written by who
Start Entity:     Julien Maury
Gold Answer:      [['Bima Stagg', 'Alexandre Bustillo']]
Predicted Ans:    Alexandre Bustillo
Predicted Path:   Julien Maury --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Path (Raw):       Julien Maury --[No Operation]--> Julien Maury --[(INV) directed_by]--> Inside --[written_by]--> Alexandre Bustillo
Neg LogProb(↓):   0.285612
Path Entropy(↓):  0.946687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film my cousin rachel
Start Entity:     My Cousin Rachel
Gold Answer:      [['Robert Wise', 'Edward Dmytryk', 'Cecil B. DeMille', 'Peter Glenville', 'Mike Nichols', 'Franco Zeffirelli', 'John Huston', 'Mervyn LeRoy', 'Walter Grauman', 'Jean Negulesco', 'Charles Jarrott', 'Raoul Walsh', 'Henry Hathaway', 'Henry Koster', 'Nicholas Ray', 'Martin Ritt', 'Michael Curtiz', 'Stanley Kramer', 'Anatole Litvak', 'Catherine Breillat', 'Brian G. Hutton', 'Anthony Asquith', 'Robert Rossen', 'Archie Mayo', 'Mitchell Leisen', 'Arnold Laven', 'Joseph Losey', 'Vincente Minnelli', 'William Keighley', 'Andrew V. McLaglen', 'Sidney Lumet', 'Robert Siodmak', 'Tony Richardson', 'William Wyler', 'Norman Krasna', 'Edgar G. Ulmer', 'Michael Radford', 'Eduardo Mignogna', 'Norman Z. McLeod', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   My Cousin Rachel --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       My Cousin Rachel --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Cleopatra --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.939900
Path Entropy(↓):  1.831722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film summer of sam
Start Entity:     Summer of Sam
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Summer of Sam --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       Summer of Sam --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   0.919256
Path Entropy(↓):  2.039199
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by ernst johannsen
Start Entity:     Ernst Johannsen
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Ernst Johannsen --[(INV) written_by]--> Westfront 1918 --[in_language]--> German
Path (Raw):       Ernst Johannsen --[No Operation]--> Ernst Johannsen --[(INV) written_by]--> Westfront 1918 --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the extra man
Start Entity:     The Extra Man
Gold Answer:      [['Asa Butterfield', 'Scarlett Johansson']]
Predicted Ans:    Paul Dano
Predicted Path:   The Extra Man --[written_by]--> Robert Pulcini --[(INV) written_by]--> The Extra Man --[starred_actors]--> Paul Dano
Path (Raw):       The Extra Man --[written_by]--> Robert Pulcini --[(INV) written_by]--> The Extra Man --[starred_actors]--> Paul Dano
Neg LogProb(↓):   0.134659
Path Entropy(↓):  0.485151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was jeremy brooks the writer of
Start Entity:     Jeremy Brooks
Gold Answer:      [["Our Mother's House"]]
Predicted Ans:    Our Mother's House
Predicted Path:   Jeremy Brooks --[(INV) written_by]--> Our Mother's House --[written_by]--> Jeremy Brooks --[(INV) written_by]--> Our Mother's House
Path (Raw):       Jeremy Brooks --[(INV) written_by]--> Our Mother's House --[written_by]--> Jeremy Brooks --[(INV) written_by]--> Our Mother's House
Neg LogProb(↓):   0.079232
Path Entropy(↓):  0.269326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by minnesota
Start Entity:     minnesota
Gold Answer:      [['A Prairie Home Companion', 'Fargo', 'Drop Dead Gorgeous', 'A Serious Man']]
Predicted Ans:    A Serious Man
Predicted Path:   minnesota --[(INV) has_tags]--> A Serious Man --[has_tags]--> ethan coen --[(INV) has_tags]--> A Serious Man
Path (Raw):       minnesota --[(INV) has_tags]--> A Serious Man --[has_tags]--> ethan coen --[(INV) has_tags]--> A Serious Man
Neg LogProb(↓):   0.058285
Path Entropy(↓):  0.222935
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with cyrus fall under
Start Entity:     Cyrus
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cyrus --[directed_by]--> Mark Duplass --[(INV) directed_by]--> Baghead --[has_genre]--> Comedy
Path (Raw):       Cyrus --[directed_by]--> Mark Duplass --[(INV) directed_by]--> Baghead --[has_genre]--> Comedy
Neg LogProb(↓):   0.027551
Path Entropy(↓):  0.131685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of american history x
Start Entity:     American History X
Gold Answer:      [['2011']]
Predicted Ans:    1998
Predicted Path:   American History X --[directed_by]--> Tony Kaye --[(INV) directed_by]--> American History X --[release_year]--> 1998
Path (Raw):       American History X --[directed_by]--> Tony Kaye --[(INV) directed_by]--> American History X --[release_year]--> 1998
Neg LogProb(↓):   0.033524
Path Entropy(↓):  0.144914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the simon birch director
Start Entity:     Simon Birch
Gold Answer:      [['Mark Steven Johnson', 'Evan Daugherty', 'David Weissman', 'David Diamond']]
Predicted Ans:    Mark Steven Johnson
Predicted Path:   Simon Birch --[directed_by]--> Mark Steven Johnson --[(INV) directed_by]--> Daredevil --[written_by]--> Mark Steven Johnson
Path (Raw):       Simon Birch --[directed_by]--> Mark Steven Johnson --[(INV) directed_by]--> Daredevil --[written_by]--> Mark Steven Johnson
Neg LogProb(↓):   1.007905
Path Entropy(↓):  1.253615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in dr. cyclops
Start Entity:     Dr. Cyclops
Gold Answer:      [['Edgar Rice Burroughs', 'Gore Vidal', 'Tennessee Williams', 'Curt Siodmak']]
Predicted Ans:    Tennessee Williams
Predicted Path:   Dr. Cyclops --[starred_actors]--> Albert Dekker --[(INV) starred_actors]--> Suddenly, Last Summer --[written_by]--> Tennessee Williams
Path (Raw):       Dr. Cyclops --[starred_actors]--> Albert Dekker --[(INV) starred_actors]--> Suddenly, Last Summer --[written_by]--> Tennessee Williams
Neg LogProb(↓):   0.603250
Path Entropy(↓):  1.206168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie moonlighting
Start Entity:     Moonlighting
Gold Answer:      [['Jerzy Skolimowski']]
Predicted Ans:    Jerzy Skolimowski
Predicted Path:   Moonlighting --[directed_by]--> Jerzy Skolimowski --[(INV) directed_by]--> Moonlighting --[directed_by]--> Jerzy Skolimowski
Path (Raw):       Moonlighting --[directed_by]--> Jerzy Skolimowski --[(INV) directed_by]--> Moonlighting --[directed_by]--> Jerzy Skolimowski
Neg LogProb(↓):   0.088497
Path Entropy(↓):  0.290235
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the beast with five fingers
Start Entity:     The Beast with Five Fingers
Gold Answer:      [['Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Beast with Five Fingers --[directed_by]--> Robert Florey --[(INV) directed_by]--> San Antonio --[has_genre]--> Western
Path (Raw):       The Beast with Five Fingers --[directed_by]--> Robert Florey --[(INV) directed_by]--> San Antonio --[has_genre]--> Western
Neg LogProb(↓):   0.010101
Path Entropy(↓):  0.067604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie jay and silent bob strike back
Start Entity:     Jay and Silent Bob Strike Back
Gold Answer:      [['Kevin Smith', 'Kevin Munroe', 'Susannah Grant']]
Predicted Ans:    Kevin Smith
Predicted Path:   Jay and Silent Bob Strike Back --[starred_actors]--> Kevin Smith --[(INV) starred_actors]--> Clerks II --[directed_by]--> Kevin Smith
Path (Raw):       Jay and Silent Bob Strike Back --[starred_actors]--> Kevin Smith --[(INV) starred_actors]--> Clerks II --[directed_by]--> Kevin Smith
Neg LogProb(↓):   0.003218
Path Entropy(↓):  0.025014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of before i self destruct
Start Entity:     Before I Self Destruct
Gold Answer:      [['50 Cent']]
Predicted Ans:    50 Cent
Predicted Path:   Before I Self Destruct --[written_by]--> 50 Cent --[(INV) written_by]--> Before I Self Destruct --[written_by]--> 50 Cent
Path (Raw):       Before I Self Destruct --[written_by]--> 50 Cent --[(INV) written_by]--> Before I Self Destruct --[written_by]--> 50 Cent
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in pollock
Start Entity:     Pollock
Gold Answer:      [['Jennifer Connelly', 'Marcia Gay Harden', 'Ed Harris']]
Predicted Ans:    Marcia Gay Harden
Predicted Path:   Pollock --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Bad News Bears --[starred_actors]--> Marcia Gay Harden
Path (Raw):       Pollock --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Bad News Bears --[starred_actors]--> Marcia Gay Harden
Neg LogProb(↓):   1.084873
Path Entropy(↓):  2.033916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie antarctica
Start Entity:     Antarctica
Gold Answer:      [['Ridley Scott', 'Fred Schepisi']]
Predicted Ans:    Koreyoshi Kurahara
Predicted Path:   Antarctica --[starred_actors]--> Ken Takakura --[(INV) starred_actors]--> Antarctica --[directed_by]--> Koreyoshi Kurahara
Path (Raw):       Antarctica --[starred_actors]--> Ken Takakura --[(INV) starred_actors]--> Antarctica --[directed_by]--> Koreyoshi Kurahara
Neg LogProb(↓):   0.647473
Path Entropy(↓):  1.194122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by charlie david
Start Entity:     Charlie David
Gold Answer:      [['Drama', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Charlie David --[(INV) starred_actors]--> Judas Kiss --[has_genre]--> Drama
Path (Raw):       Charlie David --[No Operation]--> Charlie David --[(INV) starred_actors]--> Judas Kiss --[has_genre]--> Drama
Neg LogProb(↓):   0.112867
Path Entropy(↓):  0.371940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the out of time director
Start Entity:     Out of Time
Gold Answer:      [['Drama', 'War', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Out of Time --[directed_by]--> Carl Franklin --[(INV) directed_by]--> Bless Me, Ultima --[has_genre]--> War
Path (Raw):       Out of Time --[directed_by]--> Carl Franklin --[(INV) directed_by]--> Bless Me, Ultima --[has_genre]--> War
Neg LogProb(↓):   0.003162
Path Entropy(↓):  0.021376
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of choderlos de laclos
Start Entity:     Choderlos de Laclos
Gold Answer:      [['Christopher Hampton']]
Predicted Ans:    Christopher Hampton
Predicted Path:   Choderlos de Laclos --[(INV) written_by]--> Dangerous Liaisons --[written_by]--> Christopher Hampton
Path (Raw):       Choderlos de Laclos --[No Operation]--> Choderlos de Laclos --[(INV) written_by]--> Dangerous Liaisons --[written_by]--> Christopher Hampton
Neg LogProb(↓):   0.982918
Path Entropy(↓):  1.431928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films vampires suck are written by who
Start Entity:     Vampires Suck
Gold Answer:      [['Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Aaron Seltzer
Predicted Path:   Vampires Suck --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Date Movie --[written_by]--> Aaron Seltzer
Path (Raw):       Vampires Suck --[directed_by]--> Aaron Seltzer --[(INV) directed_by]--> Date Movie --[written_by]--> Aaron Seltzer
Neg LogProb(↓):   0.647671
Path Entropy(↓):  1.087471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of frankenstein must be destroyed
Start Entity:     Frankenstein Must Be Destroyed
Gold Answer:      [['James Hayter', 'Stephen Murray', 'Barbara Payton', 'Nigel Bruce', 'Basil Rathbone', 'Willard Parker', 'Thorley Walters', 'Paul Henreid', 'Lizabeth Scott', 'Zita Johann', 'Matt Frewer', 'Dennis Price', 'Brendan Fraser', 'Richard Greene', 'Virginia Field', 'Anton Diffring', 'Christopher Lee', 'Peter Cushing', 'Yvonne Monlaur', 'Wendy Barrie', 'John Hannah', 'Arnold Vosloo', 'Richard Pasco', 'Barbara Shelley', 'Martita Hunt', 'Rachel Weisz', 'Michael Gwynn', 'Kenneth Welsh', 'Eunice Gayson', 'Francis Matthews', 'Charles Gray', 'Leon Greene', 'Boris Karloff', 'Shane Briant', 'David Prowse', 'David Manners', 'André Morell']]
Predicted Ans:    Christopher Lee
Predicted Path:   Frankenstein Must Be Destroyed --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Man Who Could Cheat Death --[starred_actors]--> Christopher Lee
Path (Raw):       Frankenstein Must Be Destroyed --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Man Who Could Cheat Death --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.938744
Path Entropy(↓):  1.494541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by herve villechaize
Start Entity:     Hervé Villechaize
Gold Answer:      [['Richard Elfman']]
Predicted Ans:    Richard Elfman
Predicted Path:   Hervé Villechaize --[(INV) starred_actors]--> Forbidden Zone --[directed_by]--> Richard Elfman
Path (Raw):       Hervé Villechaize --[No Operation]--> Hervé Villechaize --[(INV) starred_actors]--> Forbidden Zone --[directed_by]--> Richard Elfman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with swiss family robinson in
Start Entity:     Swiss Family Robinson
Gold Answer:      [['Irish']]
Predicted Ans:    Animation
Predicted Path:   Swiss Family Robinson --[starred_actors]--> John Mills --[(INV) starred_actors]--> When the Wind Blows --[has_genre]--> Animation
Path (Raw):       Swiss Family Robinson --[starred_actors]--> John Mills --[(INV) starred_actors]--> When the Wind Blows --[has_genre]--> Animation
Neg LogProb(↓):   0.895024
Path Entropy(↓):  1.673192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by charles swenson
Start Entity:     Charles Swenson
Gold Answer:      [['John Korty']]
Predicted Ans:    John Korty
Predicted Path:   Charles Swenson --[(INV) written_by]--> Twice Upon a Time --[directed_by]--> John Korty
Path (Raw):       Charles Swenson --[No Operation]--> Charles Swenson --[(INV) written_by]--> Twice Upon a Time --[directed_by]--> John Korty
Neg LogProb(↓):   0.004545
Path Entropy(↓):  0.031566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for beyond the time barrier
Start Entity:     Beyond the Time Barrier
Gold Answer:      [['Edgar G. Ulmer']]
Predicted Ans:    Edgar G. Ulmer
Predicted Path:   Beyond the Time Barrier --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> The Amazing Transparent Man --[directed_by]--> Edgar G. Ulmer
Path (Raw):       Beyond the Time Barrier --[directed_by]--> Edgar G. Ulmer --[(INV) directed_by]--> The Amazing Transparent Man --[directed_by]--> Edgar G. Ulmer
Neg LogProb(↓):   1.048902
Path Entropy(↓):  1.339588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by andrea gyertson nasfell
Start Entity:     Andrea Gyertson Nasfell
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Andrea Gyertson Nasfell --[(INV) written_by]--> Moms' Night Out --[has_genre]--> Comedy
Path (Raw):       Andrea Gyertson Nasfell --[No Operation]--> Andrea Gyertson Nasfell --[(INV) written_by]--> Moms' Night Out --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in triumph of the spirit
Start Entity:     Triumph of the Spirit
Gold Answer:      [['Greek', 'Russian']]
Predicted Ans:    Greek
Predicted Path:   Triumph of the Spirit --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Path (Raw):       Triumph of the Spirit --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Neg LogProb(↓):   0.024881
Path Entropy(↓):  0.133334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the lords of salem also appears in which movies
Start Entity:     The Lords of Salem
Gold Answer:      [['The Wave', 'Paulie', 'Last Summer', 'Bigfoot', "The Devil's Rejects", "It's My Party", '10 Rillington Place', 'The Lathe of Heaven', 'Willard', "Ulzana's Raid"]]
Predicted Ans:    The Lords of Salem
Predicted Path:   The Lords of Salem --[starred_actors]--> Bruce Davison --[(INV) starred_actors]--> The Lords of Salem
Path (Raw):       The Lords of Salem --[starred_actors]--> Bruce Davison --[No Operation]--> Bruce Davison --[(INV) starred_actors]--> The Lords of Salem
Neg LogProb(↓):   0.227697
Path Entropy(↓):  0.748937
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by the writer of the wrath of god
Start Entity:     The Wrath of God
Gold Answer:      [['Donald Sutherland', 'Alan Bates', 'Mickey Rourke', 'Robert Duvall', 'Bob Hoskins', 'Jenny Agutter', 'Michael Caine']]
Predicted Ans:    Mickey Rourke
Predicted Path:   The Wrath of God --[written_by]--> Jack Higgins --[(INV) written_by]--> A Prayer for the Dying --[starred_actors]--> Mickey Rourke
Path (Raw):       The Wrath of God --[written_by]--> Jack Higgins --[(INV) written_by]--> A Prayer for the Dying --[starred_actors]--> Mickey Rourke
Neg LogProb(↓):   0.650984
Path Entropy(↓):  0.955204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of matt bush acted films
Start Entity:     Matt Bush
Gold Answer:      [['Marcus Dunstan', 'Edward Burns', 'Patrick Melton']]
Predicted Ans:    Edward Burns
Predicted Path:   Matt Bush --[(INV) starred_actors]--> Nice Guy Johnny --[written_by]--> Edward Burns
Path (Raw):       Matt Bush --[No Operation]--> Matt Bush --[(INV) starred_actors]--> Nice Guy Johnny --[written_by]--> Edward Burns
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film scream
Start Entity:     Scream
Gold Answer:      [['Michael Sucsy', 'Matthew Bright', 'Kirk Jones', 'Katt Shea', 'Melissa Goddard', 'Andy Ruben', 'Woody Allen', 'Ken Friedman', 'Geoff LaTulippe', 'Giuseppe Tornatore', 'Ivan Menchell', 'Clare Sera', 'Don Roos', 'Maurice Renard', 'Yolande Turner', 'Vince Gilligan', 'Charlie Kaufman', 'Eric Roth', 'Paula Milne', 'Patricia Rozema', 'John August', 'Ryan Rowe', 'Ed Solomon', 'Curtis Hanson', 'Vicente Aranda', 'Kelly Senecal', 'Eric Goodman', 'Tonino Guerra', 'Massimo De Rita', 'George Wing', 'Kiyoshi Kurosawa', 'Chuck Barris', 'Stephen King', 'Tim Herlihy', 'Nick Hornby', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    Massimo De Rita
Predicted Path:   Scream --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Path (Raw):       Scream --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Neg LogProb(↓):   1.038688
Path Entropy(↓):  1.710711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by drake doremus
Start Entity:     Drake Doremus
Gold Answer:      [['2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Drake Doremus --[(INV) written_by]--> Breathe In --[release_year]--> 2013
Path (Raw):       Drake Doremus --[No Operation]--> Drake Doremus --[(INV) written_by]--> Breathe In --[release_year]--> 2013
Neg LogProb(↓):   0.002197
Path Entropy(↓):  0.015631
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the the outlaw josey wales director release
Start Entity:     The Outlaw Josey Wales
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1977', '2009', '2010', '2004', '1982', '1973', '2014', '1983', '1995', '1971', '1990', '2002', '2011', '1988', '2000', '1997', '1975', '1999', '1986']]
Predicted Ans:    1976
Predicted Path:   The Outlaw Josey Wales --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> The Outlaw Josey Wales --[release_year]--> 1976
Path (Raw):       The Outlaw Josey Wales --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> The Outlaw Josey Wales --[release_year]--> 1976
Neg LogProb(↓):   2.159592
Path Entropy(↓):  3.096447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by saul williams
Start Entity:     Saul Williams
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Saul Williams --[(INV) written_by]--> Slam --[has_genre]--> Drama
Path (Raw):       Saul Williams --[No Operation]--> Saul Williams --[(INV) written_by]--> Slam --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by gosia dobrowolska
Start Entity:     Gosia Dobrowolska
Gold Answer:      [['Paul Cox']]
Predicted Ans:    Paul Cox
Predicted Path:   Gosia Dobrowolska --[(INV) starred_actors]--> A Woman's Tale --[written_by]--> Paul Cox
Path (Raw):       Gosia Dobrowolska --[No Operation]--> Gosia Dobrowolska --[(INV) starred_actors]--> A Woman's Tale --[written_by]--> Paul Cox
Neg LogProb(↓):   0.000167
Path Entropy(↓):  0.001623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed staying alive
Start Entity:     Staying Alive
Gold Answer:      [['Sport', 'War', 'Action']]
Predicted Ans:    Action
Predicted Path:   Staying Alive --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[has_genre]--> Action
Path (Raw):       Staying Alive --[directed_by]--> Sylvester Stallone --[(INV) directed_by]--> Rambo --[has_genre]--> Action
Neg LogProb(↓):   0.193367
Path Entropy(↓):  0.488083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of lassie
Start Entity:     Lassie
Gold Answer:      [['1988', '1942', '1991', '1945', '2012', '1943']]
Predicted Ans:    2005
Predicted Path:   Lassie --[written_by]--> Charles Sturridge --[(INV) written_by]--> Lassie --[release_year]--> 2005
Path (Raw):       Lassie --[written_by]--> Charles Sturridge --[(INV) written_by]--> Lassie --[release_year]--> 2005
Neg LogProb(↓):   0.546882
Path Entropy(↓):  1.589661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by den ofrivillige golfaren actors
Start Entity:     Den ofrivillige golfaren
Gold Answer:      [['Lasse Åberg']]
Predicted Ans:    Lasse Åberg
Predicted Path:   Den ofrivillige golfaren --[starred_actors]--> Lasse Åberg --[(INV) starred_actors]--> Den ofrivillige golfaren --[directed_by]--> Lasse Åberg
Path (Raw):       Den ofrivillige golfaren --[starred_actors]--> Lasse Åberg --[(INV) starred_actors]--> Den ofrivillige golfaren --[directed_by]--> Lasse Åberg
Neg LogProb(↓):   0.214274
Path Entropy(↓):  0.490366
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with bright star in
Start Entity:     Bright Star
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Bright Star --[directed_by]--> Jane Campion --[(INV) directed_by]--> In the Cut --[in_language]--> English
Path (Raw):       Bright Star --[directed_by]--> Jane Campion --[(INV) directed_by]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by judi dench
Start Entity:     Judi Dench
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Judi Dench --[(INV) starred_actors]--> Mrs Henderson Presents --[has_genre]--> Comedy
Path (Raw):       Judi Dench --[No Operation]--> Judi Dench --[(INV) starred_actors]--> Mrs Henderson Presents --[has_genre]--> Comedy
Neg LogProb(↓):   0.060604
Path Entropy(↓):  0.240976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by katrina kaif were in which genres
Start Entity:     Katrina Kaif
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[has_genre]--> Comedy
Path (Raw):       Katrina Kaif --[No Operation]--> Katrina Kaif --[(INV) starred_actors]--> De Dana Dan --[has_genre]--> Comedy
Neg LogProb(↓):   0.001850
Path Entropy(↓):  0.014273
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by allen boretz
Start Entity:     Allen Boretz
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Allen Boretz --[(INV) written_by]--> Room Service --[has_genre]--> Comedy
Path (Raw):       Allen Boretz --[No Operation]--> Allen Boretz --[(INV) written_by]--> Room Service --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by dan hedaya
Start Entity:     Dan Hedaya
Gold Answer:      [['Andrew Fleming', 'Michael Dinner', 'Rob Cohen']]
Predicted Ans:    Andrew Fleming
Predicted Path:   Dan Hedaya --[(INV) starred_actors]--> Dick --[directed_by]--> Andrew Fleming
Path (Raw):       Dan Hedaya --[No Operation]--> Dan Hedaya --[(INV) starred_actors]--> Dick --[directed_by]--> Andrew Fleming
Neg LogProb(↓):   0.005575
Path Entropy(↓):  0.038199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by marilynne robinson
Start Entity:     Marilynne Robinson
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marilynne Robinson --[(INV) written_by]--> Housekeeping --[has_genre]--> Comedy
Path (Raw):       Marilynne Robinson --[No Operation]--> Marilynne Robinson --[(INV) written_by]--> Housekeeping --[has_genre]--> Comedy
Neg LogProb(↓):   0.394527
Path Entropy(↓):  0.631311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in great balls of fire!
Start Entity:     Great Balls of Fire!
Gold Answer:      [['Dennis Quaid']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Great Balls of Fire! --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Path (Raw):       Great Balls of Fire! --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.005118
Path Entropy(↓):  0.037143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by peter askin were directed by who
Start Entity:     Peter Askin
Gold Answer:      [['Douglas McGrath']]
Predicted Ans:    Christopher Trumbo
Predicted Path:   Peter Askin --[(INV) directed_by]--> Trumbo --[written_by]--> Christopher Trumbo
Path (Raw):       Peter Askin --[No Operation]--> Peter Askin --[(INV) directed_by]--> Trumbo --[written_by]--> Christopher Trumbo
Neg LogProb(↓):   0.578985
Path Entropy(↓):  1.111695
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of godzilla vs. destoroyah
Start Entity:     Godzilla vs. Destoroyah
Gold Answer:      [['Godzilla 2000', 'Godzilla vs. Mechagodzilla II']]
Predicted Ans:    Godzilla vs. Mechagodzilla II
Predicted Path:   Godzilla vs. Destoroyah --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Mechagodzilla II
Path (Raw):       Godzilla vs. Destoroyah --[directed_by]--> Takao Okawara --[(INV) directed_by]--> Godzilla vs. Mechagodzilla II --[No Operation]--> Godzilla vs. Mechagodzilla II
Neg LogProb(↓):   0.103151
Path Entropy(↓):  0.397674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film children of paradise
Start Entity:     Children of Paradise
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Children of Paradise --[release_year]--> 1945 --[(INV) release_year]--> A Bell for Adano --[release_year]--> 1945
Path (Raw):       Children of Paradise --[release_year]--> 1945 --[(INV) release_year]--> A Bell for Adano --[release_year]--> 1945
Neg LogProb(↓):   2.364567
Path Entropy(↓):  3.598165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the man who wasn't there
Start Entity:     The Man Who Wasn't There
Gold Answer:      [['Geoffrey Rush', 'Tim Blake Nelson', 'Jennifer Jason Leigh', 'Oscar Isaac', 'Carey Mulligan', 'Julianne Moore', 'Steve Buscemi', 'George Clooney', 'William H. Macy', 'Herbert Lom', 'Frances McDormand', 'Josh Brolin', 'Peter Stormare', 'Irma P. Hall', 'John Malkovich', 'Paul Newman', 'Michael Stuhlbarg', 'Cecil Parker', 'Jeff Bridges', 'John Goodman', 'Alec Guinness', 'Javier Bardem', 'Cedric the Entertainer', 'Tom Hanks', 'Brad Pitt', 'John Turturro', 'Justin Timberlake', 'Tim Robbins', 'Marlon Wayans', 'Tommy Lee Jones', 'Peter Sellers']]
Predicted Ans:    George Clooney
Predicted Path:   The Man Who Wasn't There --[directed_by]--> Ethan Coen --[(INV) directed_by]--> O Brother, Where Art Thou? --[starred_actors]--> George Clooney
Path (Raw):       The Man Who Wasn't There --[directed_by]--> Ethan Coen --[(INV) directed_by]--> O Brother, Where Art Thou? --[starred_actors]--> George Clooney
Neg LogProb(↓):   1.034465
Path Entropy(↓):  2.192647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the scenesters
Start Entity:     The Scenesters
Gold Answer:      [['2012']]
Predicted Ans:    2009
Predicted Path:   The Scenesters --[directed_by]--> Todd Berger --[(INV) directed_by]--> The Scenesters --[release_year]--> 2009
Path (Raw):       The Scenesters --[directed_by]--> Todd Berger --[(INV) directed_by]--> The Scenesters --[release_year]--> 2009
Neg LogProb(↓):   0.185827
Path Entropy(↓):  0.455226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by yekaterina golubeva
Start Entity:     Yekaterina Golubeva
Gold Answer:      [['Drama']]
Predicted Ans:    Pola X
Predicted Path:   Yekaterina Golubeva --[(INV) starred_actors]--> Pola X --[starred_actors]--> Yekaterina Golubeva --[(INV) starred_actors]--> Pola X
Path (Raw):       Yekaterina Golubeva --[(INV) starred_actors]--> Pola X --[starred_actors]--> Yekaterina Golubeva --[(INV) starred_actors]--> Pola X
Neg LogProb(↓):   0.064450
Path Entropy(↓):  0.307537
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by agatha christie
Start Entity:     Agatha Christie
Gold Answer:      [['Lauren Bacall', 'John Gielgud', 'Tyrone Power', 'Marlene Dietrich', 'Flora Robson', 'Margaret Rutherford', 'Stringer Davis', 'Walter Huston', 'Elsa Lanchester', 'Barry Fitzgerald', 'Roland Young', 'Louis Hayward', 'Robert Morley', 'Charles Laughton', 'Peter Ustinov', 'Albert Finney', 'Carrie Fisher']]
Predicted Ans:    Marlene Dietrich
Predicted Path:   Agatha Christie --[(INV) written_by]--> Witness for the Prosecution --[starred_actors]--> Marlene Dietrich
Path (Raw):       Agatha Christie --[No Operation]--> Agatha Christie --[(INV) written_by]--> Witness for the Prosecution --[starred_actors]--> Marlene Dietrich
Neg LogProb(↓):   0.325780
Path Entropy(↓):  0.891155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by clerks writers release
Start Entity:     Clerks
Gold Answer:      [['1995', '1997', '2001', '2008', '2004', '2006', '1999', '2014', '2011']]
Predicted Ans:    2004
Predicted Path:   Clerks --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl --[release_year]--> 2004
Path (Raw):       Clerks --[written_by]--> Kevin Smith --[(INV) written_by]--> Jersey Girl --[release_year]--> 2004
Neg LogProb(↓):   0.677666
Path Entropy(↓):  1.610512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by fighting actors
Start Entity:     Fighting
Gold Answer:      [['Michael Sucsy', 'Matthew Chapman', 'Bryan Barber', 'Don Medford', 'Kimberly Peirce', 'Anne Fletcher', 'Lasse Hallström', 'Dito Montiel', 'Bennett Miller', 'Matthew Warchus', 'Roland Emmerich', 'Jon Favreau', 'Andy Fickman', 'Steven Soderbergh', 'Kevin Macdonald', 'Joby Harold', 'Christopher Miller', 'Phil Lord', 'Gregory Hoblit', 'Niels Arden Oplev', 'Jamie Linden', 'Sunu Gonera', 'Hal Hartley', 'Anthony Hemingway']]
Predicted Ans:    Phil Lord
Predicted Path:   Fighting --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[directed_by]--> Phil Lord
Path (Raw):       Fighting --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[directed_by]--> Phil Lord
Neg LogProb(↓):   0.700094
Path Entropy(↓):  1.185788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film special bulletin was written by who
Start Entity:     Special Bulletin
Gold Answer:      [['Marshall Herskovitz', 'Edward Zwick']]
Predicted Ans:    Edward Zwick
Predicted Path:   Special Bulletin --[written_by]--> Edward Zwick --[(INV) written_by]--> The Siege --[directed_by]--> Edward Zwick
Path (Raw):       Special Bulletin --[written_by]--> Edward Zwick --[(INV) written_by]--> The Siege --[directed_by]--> Edward Zwick
Neg LogProb(↓):   0.726913
Path Entropy(↓):  1.397505
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of lassie come home
Start Entity:     Lassie Come Home
Gold Answer:      [['Charles Sturridge', 'Daniel Petrie', 'Robert Aldrich', 'Joseph Losey', 'John Berry', 'Anatole Litvak']]
Predicted Ans:    Robert Aldrich
Predicted Path:   Lassie Come Home --[written_by]--> Hugo Butler --[(INV) written_by]--> Autumn Leaves --[directed_by]--> Robert Aldrich
Path (Raw):       Lassie Come Home --[written_by]--> Hugo Butler --[(INV) written_by]--> Autumn Leaves --[directed_by]--> Robert Aldrich
Neg LogProb(↓):   0.147362
Path Entropy(↓):  0.499324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by simon barrett
Start Entity:     Simon Barrett
Gold Answer:      [['Indonesian']]
Predicted Ans:    Indonesian
Predicted Path:   Simon Barrett --[(INV) directed_by]--> V/H/S/2 --[in_language]--> Indonesian
Path (Raw):       Simon Barrett --[No Operation]--> Simon Barrett --[(INV) directed_by]--> V/H/S/2 --[in_language]--> Indonesian
Neg LogProb(↓):   0.003635
Path Entropy(↓):  0.024134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed it all starts today
Start Entity:     It All Starts Today
Gold Answer:      [['Jerzy Kromolowski', 'Jean Cosmos', 'Bertrand Tavernier', 'Madame de La Fayette', 'James Lee Burke']]
Predicted Ans:    Bertrand Tavernier
Predicted Path:   It All Starts Today --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[written_by]--> Bertrand Tavernier
Path (Raw):       It All Starts Today --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> The Princess of Montpensier --[written_by]--> Bertrand Tavernier
Neg LogProb(↓):   0.225569
Path Entropy(↓):  0.964878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the dark knight also directed which films
Start Entity:     The Dark Knight
Gold Answer:      [['Following', 'Doodlebug', 'Batman Begins', 'The Prestige', 'The Dark Knight Rises', 'Memento', 'Insomnia', 'Interstellar', 'Inception']]
Predicted Ans:    Insomnia
Predicted Path:   The Dark Knight --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia
Path (Raw):       The Dark Knight --[directed_by]--> Christopher Nolan --[(INV) directed_by]--> Insomnia --[No Operation]--> Insomnia
Neg LogProb(↓):   0.892980
Path Entropy(↓):  1.720026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film map of the sounds of tokyo
Start Entity:     Map of the Sounds of Tokyo
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Map of the Sounds of Tokyo --[has_genre]--> Drama --[(INV) has_genre]--> Unfair Competition --[has_genre]--> Drama
Path (Raw):       Map of the Sounds of Tokyo --[has_genre]--> Drama --[(INV) has_genre]--> Unfair Competition --[has_genre]--> Drama
Neg LogProb(↓):   3.040778
Path Entropy(↓):  4.501346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did jeffrey konvitz write the story for
Start Entity:     Jeffrey Konvitz
Gold Answer:      [['The Sentinel']]
Predicted Ans:    The Sentinel
Predicted Path:   Jeffrey Konvitz --[(INV) written_by]--> The Sentinel --[written_by]--> Jeffrey Konvitz --[(INV) written_by]--> The Sentinel
Path (Raw):       Jeffrey Konvitz --[(INV) written_by]--> The Sentinel --[written_by]--> Jeffrey Konvitz --[(INV) written_by]--> The Sentinel
Neg LogProb(↓):   0.277382
Path Entropy(↓):  0.563578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with fay holden
Start Entity:     Fay Holden
Gold Answer:      [['Mickey Rooney', 'Van Johnson', 'Lewis Stone', 'Elizabeth Taylor', 'Cecilia Parker', 'Percy Waram']]
Predicted Ans:    Fay Holden
Predicted Path:   Fay Holden --[(INV) starred_actors]--> Love Finds Andy Hardy --[starred_actors]--> Fay Holden
Path (Raw):       Fay Holden --[No Operation]--> Fay Holden --[(INV) starred_actors]--> Love Finds Andy Hardy --[starred_actors]--> Fay Holden
Neg LogProb(↓):   0.107800
Path Entropy(↓):  0.428883
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by alan j. pakula were released in which years
Start Entity:     Alan J. Pakula
Gold Answer:      [['1982', '1990', '1989', '1993']]
Predicted Ans:    1982
Predicted Path:   Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[release_year]--> 1982
Path (Raw):       Alan J. Pakula --[No Operation]--> Alan J. Pakula --[(INV) written_by]--> Sophie's Choice --[release_year]--> 1982
Neg LogProb(↓):   0.148300
Path Entropy(↓):  0.494409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by nicholas shakespeare were in which genres
Start Entity:     Nicholas Shakespeare
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Nicholas Shakespeare --[(INV) written_by]--> The Dancer Upstairs --[has_genre]--> Thriller
Path (Raw):       Nicholas Shakespeare --[No Operation]--> Nicholas Shakespeare --[(INV) written_by]--> The Dancer Upstairs --[has_genre]--> Thriller
Neg LogProb(↓):   0.239140
Path Entropy(↓):  0.517514
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of faye emerson acted films
Start Entity:     Faye Emerson
Gold Answer:      [['Jean Negulesco']]
Predicted Ans:    Jean Negulesco
Predicted Path:   Faye Emerson --[(INV) starred_actors]--> The Mask of Dimitrios --[directed_by]--> Jean Negulesco
Path (Raw):       Faye Emerson --[No Operation]--> Faye Emerson --[(INV) starred_actors]--> The Mask of Dimitrios --[directed_by]--> Jean Negulesco
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter erskine caldwell co - wrote movies with who
Start Entity:     Erskine Caldwell
Gold Answer:      [['Philip Yordan']]
Predicted Ans:    Erskine Caldwell
Predicted Path:   Erskine Caldwell --[(INV) written_by]--> Tobacco Road --[written_by]--> Erskine Caldwell
Path (Raw):       Erskine Caldwell --[No Operation]--> Erskine Caldwell --[(INV) written_by]--> Tobacco Road --[written_by]--> Erskine Caldwell
Neg LogProb(↓):   0.597067
Path Entropy(↓):  0.688053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When were the movies starred by tom conti released
Start Entity:     Tom Conti
Gold Answer:      [['1983', '1995', '1987']]
Predicted Ans:    1983
Predicted Path:   Tom Conti --[(INV) starred_actors]--> Reuben, Reuben --[release_year]--> 1983
Path (Raw):       Tom Conti --[No Operation]--> Tom Conti --[(INV) starred_actors]--> Reuben, Reuben --[release_year]--> 1983
Neg LogProb(↓):   0.316738
Path Entropy(↓):  0.584729
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Frank lloyd was the director of which movies
Start Entity:     Frank Lloyd
Gold Answer:      [['The Sea Hawk', 'Mutiny on the Bounty', 'Weary River', 'If I Were King', 'Cavalcade', 'Maid of Salem']]
Predicted Ans:    Mutiny on the Bounty
Predicted Path:   Frank Lloyd --[(INV) directed_by]--> Weary River --[directed_by]--> Frank Lloyd --[(INV) directed_by]--> Mutiny on the Bounty
Path (Raw):       Frank Lloyd --[(INV) directed_by]--> Weary River --[directed_by]--> Frank Lloyd --[(INV) directed_by]--> Mutiny on the Bounty
Neg LogProb(↓):   1.645330
Path Entropy(↓):  2.357097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie creep were released in which years
Start Entity:     Creep
Gold Answer:      [['2009', '2007']]
Predicted Ans:    2009
Predicted Path:   Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle --[release_year]--> 2009
Path (Raw):       Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Triangle --[release_year]--> 2009
Neg LogProb(↓):   0.279215
Path Entropy(↓):  0.720030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by emeric pressburger
Start Entity:     Emeric Pressburger
Gold Answer:      [['Pamela Brown', 'Flora Robson', 'Dennis Price', 'Cyril Cusack', 'David Farrar', 'Roger Livesey', 'Eric Portman', 'Moira Shearer', 'Jennifer Jones', 'Ludmilla Tchérina', 'Ann Ayars', 'John Sweet', 'Marius Goring', 'Sheila Sim', 'Deborah Kerr']]
Predicted Ans:    Deborah Kerr
Predicted Path:   Emeric Pressburger --[(INV) directed_by]--> Black Narcissus --[starred_actors]--> Deborah Kerr
Path (Raw):       Emeric Pressburger --[No Operation]--> Emeric Pressburger --[(INV) directed_by]--> Black Narcissus --[starred_actors]--> Deborah Kerr
Neg LogProb(↓):   0.047056
Path Entropy(↓):  0.223454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by michael steinberg fall under
Start Entity:     Michael Steinberg
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Michael Steinberg --[(INV) directed_by]--> The Waterdance --[has_genre]--> Drama
Path (Raw):       Michael Steinberg --[No Operation]--> Michael Steinberg --[(INV) directed_by]--> The Waterdance --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by luminita gheorghiu
Start Entity:     Luminita Gheorghiu
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Luminita Gheorghiu --[(INV) starred_actors]--> Child's Pose --[has_genre]--> Drama
Path (Raw):       Luminita Gheorghiu --[No Operation]--> Luminita Gheorghiu --[(INV) starred_actors]--> Child's Pose --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the hanging tree
Start Entity:     The Hanging Tree
Gold Answer:      [['Henry Fonda', 'Susan Hayward', 'Cary Grant', 'Ernest Borgnine', 'James Stewart', 'Alan Ladd', 'John Travolta', 'Richard Widmark', 'Christian Slater', 'Jack Lemmon', 'Victor Mature', 'Dorothy McGuire', 'James MacArthur', 'Lauren Bacall', 'Rod Steiger', 'Michael Rennie', 'Glenn Ford', 'Sandra Dee', 'Jeff Chandler', 'John Garfield', 'Debra Paget', 'Humphrey Bogart', "Maureen O'Hara", 'Richard Egan']]
Predicted Ans:    Susan Hayward
Predicted Path:   The Hanging Tree --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[starred_actors]--> Susan Hayward
Path (Raw):       The Hanging Tree --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Demetrius and the Gladiators --[starred_actors]--> Susan Hayward
Neg LogProb(↓):   0.283844
Path Entropy(↓):  0.714781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of vincent gallo starred movies
Start Entity:     Vincent Gallo
Gold Answer:      [['Peter Facinelli', 'Jerzy Skolimowski', 'Francis Ford Coppola', 'Claire Denis']]
Predicted Ans:    Vincent Gallo
Predicted Path:   Vincent Gallo --[(INV) starred_actors]--> Buffalo '66 --[written_by]--> Vincent Gallo
Path (Raw):       Vincent Gallo --[No Operation]--> Vincent Gallo --[(INV) starred_actors]--> Buffalo '66 --[written_by]--> Vincent Gallo
Neg LogProb(↓):   0.075776
Path Entropy(↓):  0.357119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie the cider house rules are written by who
Start Entity:     The Cider House Rules
Gold Answer:      [['Simon Beaufoy', 'Astrid Lindgren', 'Joanne Harris', 'Reidar Jönsson', 'Nicholas Sparks', 'Peter Hedges', 'Robert Nelson Jacobs', 'Claire Denis', 'William Wheeler', 'Lasse Hallström', 'Clifford Irving', 'Annie Proulx', 'Mark Spragg', 'Paul Torday', 'Callie Khouri', 'Steven Knight', 'Richard C. Morais']]
Predicted Ans:    Claire Denis
Predicted Path:   The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> Chocolat --[written_by]--> Claire Denis
Path (Raw):       The Cider House Rules --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> Chocolat --[written_by]--> Claire Denis
Neg LogProb(↓):   1.422545
Path Entropy(↓):  2.175473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film kongo were in which languages
Start Entity:     Kongo
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Kongo --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[in_language]--> English
Path (Raw):       Kongo --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[in_language]--> English
Neg LogProb(↓):   0.170856
Path Entropy(↓):  0.439802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of three brothers
Start Entity:     Three Brothers
Gold Answer:      [['The Truce', 'Carmen', 'The Moment of Truth', 'Salvatore Giuliano', 'The Mattei Affair']]
Predicted Ans:    Carmen
Predicted Path:   Three Brothers --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen
Path (Raw):       Three Brothers --[No Operation]--> Three Brothers --[directed_by]--> Francesco Rosi --[(INV) directed_by]--> Carmen
Neg LogProb(↓):   0.121309
Path Entropy(↓):  0.371281
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of phenomenon also directed which films
Start Entity:     Phenomenon
Gold Answer:      [['National Treasure', 'Last Vegas', 'Cool Runnings', 'While You Were Sleeping', "The Sorcerer's Apprentice", '3 Ninjas']]
Predicted Ans:    While You Were Sleeping
Predicted Path:   Phenomenon --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> While You Were Sleeping
Path (Raw):       Phenomenon --[directed_by]--> Jon Turteltaub --[(INV) directed_by]--> While You Were Sleeping --[No Operation]--> While You Were Sleeping
Neg LogProb(↓):   0.973418
Path Entropy(↓):  1.558838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie waterworld
Start Entity:     Waterworld
Gold Answer:      [['Peter Rader', 'David Twohy']]
Predicted Ans:    David Twohy
Predicted Path:   Waterworld --[written_by]--> Peter Rader --[(INV) written_by]--> Waterworld --[written_by]--> David Twohy
Path (Raw):       Waterworld --[written_by]--> Peter Rader --[(INV) written_by]--> Waterworld --[written_by]--> David Twohy
Neg LogProb(↓):   0.144737
Path Entropy(↓):  0.488645
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by clash of the titans actors
Start Entity:     Clash of the Titans
Gold Answer:      [['Romance', 'Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Clash of the Titans --[starred_actors]--> Sam Worthington --[(INV) starred_actors]--> Wrath of the Titans --[has_genre]--> Adventure
Path (Raw):       Clash of the Titans --[starred_actors]--> Sam Worthington --[(INV) starred_actors]--> Wrath of the Titans --[has_genre]--> Adventure
Neg LogProb(↓):   0.729024
Path Entropy(↓):  1.055313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the profession of arms fall under
Start Entity:     The Profession of Arms
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Profession of Arms --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking --[has_genre]--> Drama
Path (Raw):       The Profession of Arms --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking --[has_genre]--> Drama
Neg LogProb(↓):   0.000936
Path Entropy(↓):  0.007980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by thomas michael were released in which years
Start Entity:     Thomas Michael
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Thomas Michael --[(INV) written_by]--> Hank and Mike --[release_year]--> 2008
Path (Raw):       Thomas Michael --[No Operation]--> Thomas Michael --[(INV) written_by]--> Hank and Mike --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie yella
Start Entity:     Yella
Gold Answer:      [['2008', '2012', '2003']]
Predicted Ans:    2007
Predicted Path:   Yella --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Yella --[release_year]--> 2007
Path (Raw):       Yella --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Yella --[release_year]--> 2007
Neg LogProb(↓):   0.903302
Path Entropy(↓):  1.310927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by fred norris
Start Entity:     Fred Norris
Gold Answer:      [['Michael Kalesniko', 'Len Blum', 'Howard Stern']]
Predicted Ans:    Howard Stern
Predicted Path:   Fred Norris --[(INV) starred_actors]--> Private Parts --[written_by]--> Howard Stern
Path (Raw):       Fred Norris --[No Operation]--> Fred Norris --[(INV) starred_actors]--> Private Parts --[written_by]--> Howard Stern
Neg LogProb(↓):   0.606074
Path Entropy(↓):  0.824656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of the tree of wooden clogs
Start Entity:     The Tree of Wooden Clogs
Gold Answer:      [['Ken Loach', 'Ermanno Olmi', 'Abbas Kiarostami']]
Predicted Ans:    Ermanno Olmi
Predicted Path:   The Tree of Wooden Clogs --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking --[directed_by]--> Ermanno Olmi
Path (Raw):       The Tree of Wooden Clogs --[written_by]--> Ermanno Olmi --[(INV) written_by]--> Walking, Walking --[directed_by]--> Ermanno Olmi
Neg LogProb(↓):   0.314181
Path Entropy(↓):  0.804778
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film ultraviolet starred which actors
Start Entity:     Ultraviolet
Gold Answer:      [['Milla Jovovich', 'Cameron Bright']]
Predicted Ans:    Cameron Bright
Predicted Path:   Ultraviolet --[starred_actors]--> Cameron Bright --[(INV) starred_actors]--> Ultraviolet --[starred_actors]--> Cameron Bright
Path (Raw):       Ultraviolet --[starred_actors]--> Cameron Bright --[(INV) starred_actors]--> Ultraviolet --[starred_actors]--> Cameron Bright
Neg LogProb(↓):   0.671769
Path Entropy(↓):  1.534523
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of janet evanovich
Start Entity:     Janet Evanovich
Gold Answer:      [['Liz Brixius']]
Predicted Ans:    Janet Evanovich
Predicted Path:   Janet Evanovich --[(INV) written_by]--> One for the Money --[written_by]--> Janet Evanovich
Path (Raw):       Janet Evanovich --[No Operation]--> Janet Evanovich --[(INV) written_by]--> One for the Money --[written_by]--> Janet Evanovich
Neg LogProb(↓):   0.000361
Path Entropy(↓):  0.003228
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by alain chabat were in which languages
Start Entity:     Alain Chabat
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Alain Chabat --[(INV) starred_actors]--> I Do --[in_language]--> French
Path (Raw):       Alain Chabat --[No Operation]--> Alain Chabat --[(INV) starred_actors]--> I Do --[in_language]--> French
Neg LogProb(↓):   0.214951
Path Entropy(↓):  0.501716
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in disgrace
Start Entity:     Disgrace
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Disgrace --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Making Mr. Right --[has_genre]--> Comedy
Path (Raw):       Disgrace --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Making Mr. Right --[has_genre]--> Comedy
Neg LogProb(↓):   0.282848
Path Entropy(↓):  0.915323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of city girl was who
Start Entity:     City Girl
Gold Answer:      [['F.W. Murnau']]
Predicted Ans:    F.W. Murnau
Predicted Path:   City Girl --[directed_by]--> F.W. Murnau --[(INV) directed_by]--> City Girl --[directed_by]--> F.W. Murnau
Path (Raw):       City Girl --[directed_by]--> F.W. Murnau --[(INV) directed_by]--> City Girl --[directed_by]--> F.W. Murnau
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by thomas rendon
Start Entity:     Thomas Rendon
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Thomas Rendon --[(INV) written_by]--> Voodoo Dawn --[has_genre]--> Horror
Path (Raw):       Thomas Rendon --[No Operation]--> Thomas Rendon --[(INV) written_by]--> Voodoo Dawn --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by t. coraghessan boyle
Start Entity:     T. Coraghessan Boyle
Gold Answer:      [['The Road to Wellville']]
Predicted Ans:    Come See the Paradise
Predicted Path:   T. Coraghessan Boyle --[(INV) written_by]--> The Road to Wellville --[written_by]--> Alan Parker --[(INV) written_by]--> Come See the Paradise
Path (Raw):       T. Coraghessan Boyle --[(INV) written_by]--> The Road to Wellville --[written_by]--> Alan Parker --[(INV) written_by]--> Come See the Paradise
Neg LogProb(↓):   0.911819
Path Entropy(↓):  1.630153
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies directed by robin hardy
Start Entity:     Robin Hardy
Gold Answer:      [['Anthony Shaffer', 'Neil LaBute']]
Predicted Ans:    Anthony Shaffer
Predicted Path:   Robin Hardy --[(INV) directed_by]--> The Wicker Man --[written_by]--> Anthony Shaffer
Path (Raw):       Robin Hardy --[No Operation]--> Robin Hardy --[(INV) directed_by]--> The Wicker Man --[written_by]--> Anthony Shaffer
Neg LogProb(↓):   0.770002
Path Entropy(↓):  0.905710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by peter lord released
Start Entity:     Peter Lord
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Peter Lord --[(INV) directed_by]--> Chicken Run --[release_year]--> 2000
Path (Raw):       Peter Lord --[No Operation]--> Peter Lord --[(INV) directed_by]--> Chicken Run --[release_year]--> 2000
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by john d. hancock were written by who
Start Entity:     John D. Hancock
Gold Answer:      [['Mark Harris']]
Predicted Ans:    John D. Hancock
Predicted Path:   John D. Hancock --[(INV) directed_by]--> Let's Scare Jessica to Death --[written_by]--> John D. Hancock
Path (Raw):       John D. Hancock --[No Operation]--> John D. Hancock --[(INV) directed_by]--> Let's Scare Jessica to Death --[written_by]--> John D. Hancock
Neg LogProb(↓):   0.288265
Path Entropy(↓):  0.608135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by the screenwriter of love me if you dare were directed by who
Start Entity:     Love Me If You Dare
Gold Answer:      [['Adam Kane', 'Yann Samuell']]
Predicted Ans:    Yann Samuell
Predicted Path:   Love Me If You Dare --[written_by]--> Yann Samuell --[(INV) written_by]--> With Love... from the Age of Reason --[directed_by]--> Yann Samuell
Path (Raw):       Love Me If You Dare --[written_by]--> Yann Samuell --[(INV) written_by]--> With Love... from the Age of Reason --[directed_by]--> Yann Samuell
Neg LogProb(↓):   0.027131
Path Entropy(↓):  0.133212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by joseph duo were released in which years
Start Entity:     Joseph Duo
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Joseph Duo --[(INV) starred_actors]--> Johnny Mad Dog --[release_year]--> 2008
Path (Raw):       Joseph Duo --[No Operation]--> Joseph Duo --[(INV) starred_actors]--> Johnny Mad Dog --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the gunfighter were in which genres
Start Entity:     The Gunfighter
Gold Answer:      [['Romance', 'Family', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   The Gunfighter --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Path (Raw):       The Gunfighter --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Sea Wolves --[has_genre]--> War
Neg LogProb(↓):   0.398540
Path Entropy(↓):  1.110414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the secret of santa vittoria
Start Entity:     The Secret of Santa Vittoria
Gold Answer:      [['1957', '2004', '1953', '1967', '1955']]
Predicted Ans:    1957
Predicted Path:   The Secret of Santa Vittoria --[written_by]--> Ben Maddow --[(INV) written_by]--> Men in War --[release_year]--> 1957
Path (Raw):       The Secret of Santa Vittoria --[written_by]--> Ben Maddow --[(INV) written_by]--> Men in War --[release_year]--> 1957
Neg LogProb(↓):   0.178657
Path Entropy(↓):  0.518357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the dracula 3d director release
Start Entity:     Dracula 3D
Gold Answer:      [['1980', '1970', '1975', '2009', '1971', '1990', '2005', '1993', '2004', '1996', '1985', '1953', '1987', '1977']]
Predicted Ans:    1990
Predicted Path:   Dracula 3D --[directed_by]--> Dario Argento --[(INV) directed_by]--> Two Evil Eyes --[release_year]--> 1990
Path (Raw):       Dracula 3D --[directed_by]--> Dario Argento --[(INV) directed_by]--> Two Evil Eyes --[release_year]--> 1990
Neg LogProb(↓):   1.001570
Path Entropy(↓):  1.697140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films attack on the iron coast are written by who
Start Entity:     Attack on the Iron Coast
Gold Answer:      [['Gabrielle Upton', 'Peter Dawson', 'Frederick Kohner']]
Predicted Ans:    Peter Dawson
Predicted Path:   Attack on the Iron Coast --[directed_by]--> Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive --[written_by]--> Peter Dawson
Path (Raw):       Attack on the Iron Coast --[directed_by]--> Paul Wendkos --[(INV) directed_by]--> Face of a Fugitive --[written_by]--> Peter Dawson
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with show me love in
Start Entity:     Show Me Love
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Show Me Love --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> Together --[in_language]--> Swedish
Path (Raw):       Show Me Love --[directed_by]--> Lukas Moodysson --[(INV) directed_by]--> Together --[in_language]--> Swedish
Neg LogProb(↓):   0.166287
Path Entropy(↓):  0.439991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie shark in venice
Start Entity:     Shark in Venice
Gold Answer:      [['Andrew Fleming', 'Bruno Barreto', 'George Sluizer', 'Bryan Singer', 'Mike Binder', 'Kevin Hooks']]
Predicted Ans:    Andrew Fleming
Predicted Path:   Shark in Venice --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> Threesome --[directed_by]--> Andrew Fleming
Path (Raw):       Shark in Venice --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> Threesome --[directed_by]--> Andrew Fleming
Neg LogProb(↓):   0.087812
Path Entropy(↓):  0.306536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in vic morrow starred movies
Start Entity:     Vic Morrow
Gold Answer:      [['English']]
Predicted Ans:    1980
Predicted Path:   Vic Morrow --[(INV) starred_actors]--> Humanoids from the Deep --[release_year]--> 1980
Path (Raw):       Vic Morrow --[No Operation]--> Vic Morrow --[(INV) starred_actors]--> Humanoids from the Deep --[release_year]--> 1980
Neg LogProb(↓):   0.014640
Path Entropy(↓):  0.091454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote destry rides again
Start Entity:     Destry Rides Again
Gold Answer:      [['Max Brand']]
Predicted Ans:    Max Brand
Predicted Path:   Destry Rides Again --[written_by]--> Max Brand --[(INV) written_by]--> Destry Rides Again --[written_by]--> Max Brand
Path (Raw):       Destry Rides Again --[written_by]--> Max Brand --[(INV) written_by]--> Destry Rides Again --[written_by]--> Max Brand
Neg LogProb(↓):   0.051325
Path Entropy(↓):  0.233953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by rob schneider
Start Entity:     Rob Schneider
Gold Answer:      [['Clare Kilner', 'Peter Segal', 'Tom Brady', 'Rob Hedden', 'Danny Cannon', 'David S. Ward', 'Dennis Dugan']]
Predicted Ans:    Rob Schneider
Predicted Path:   Rob Schneider --[(INV) directed_by]--> The Chosen One --[directed_by]--> Rob Schneider
Path (Raw):       Rob Schneider --[No Operation]--> Rob Schneider --[(INV) directed_by]--> The Chosen One --[directed_by]--> Rob Schneider
Neg LogProb(↓):   0.080762
Path Entropy(↓):  0.346500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What language is pandora's box in
Start Entity:     Pandora's Box
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Pandora's Box --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Pandora's Box --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   0.894205
Path Entropy(↓):  2.113807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote divine intervention
Start Entity:     Divine Intervention
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Divine Intervention --[written_by]--> Elia Suleiman --[(INV) written_by]--> 7 Days in Havana --[release_year]--> 2012
Path (Raw):       Divine Intervention --[written_by]--> Elia Suleiman --[(INV) written_by]--> 7 Days in Havana --[release_year]--> 2012
Neg LogProb(↓):   0.389547
Path Entropy(↓):  0.628841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with confidence fall under
Start Entity:     Confidence
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Confidence --[directed_by]--> James Foley --[(INV) directed_by]--> The Chamber --[has_genre]--> Thriller
Path (Raw):       Confidence --[directed_by]--> James Foley --[(INV) directed_by]--> The Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.582290
Path Entropy(↓):  0.866187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie drona
Start Entity:     Drona
Gold Answer:      [['Goldie Behl']]
Predicted Ans:    Goldie Behl
Predicted Path:   Drona --[written_by]--> Goldie Behl --[(INV) written_by]--> Drona --[written_by]--> Goldie Behl
Path (Raw):       Drona --[written_by]--> Goldie Behl --[(INV) written_by]--> Drona --[written_by]--> Goldie Behl
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is platinum blonde in
Start Entity:     Platinum Blonde
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Platinum Blonde --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Platinum Blonde --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.095765
Path Entropy(↓):  4.410031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by andy lau were written by who
Start Entity:     Andy Lau
Gold Answer:      [['Alan Mak', 'Gerald Ayres', 'Cathy Yuspa', 'Josh Goldsmith', 'Diane Drake', 'John Van Druten', 'Alex Law']]
Predicted Ans:    Diane Drake
Predicted Path:   Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Path (Raw):       Andy Lau --[No Operation]--> Andy Lau --[(INV) starred_actors]--> What Women Want --[written_by]--> Diane Drake
Neg LogProb(↓):   1.114863
Path Entropy(↓):  1.525402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by john musker
Start Entity:     John Musker
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   John Musker --[(INV) written_by]--> Hercules --[in_language]--> Greek
Path (Raw):       John Musker --[No Operation]--> John Musker --[(INV) written_by]--> Hercules --[in_language]--> Greek
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of anne holden written movies
Start Entity:     Anne Holden
Gold Answer:      [['Curtis Hanson']]
Predicted Ans:    Curtis Hanson
Predicted Path:   Anne Holden --[(INV) written_by]--> The Bedroom Window --[directed_by]--> Curtis Hanson
Path (Raw):       Anne Holden --[No Operation]--> Anne Holden --[(INV) written_by]--> The Bedroom Window --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the last seduction
Start Entity:     The Last Seduction
Gold Answer:      [['Clay Tarver', 'John Dahl', 'Hampton Sides']]
Predicted Ans:    John Dahl
Predicted Path:   The Last Seduction --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[written_by]--> John Dahl
Path (Raw):       The Last Seduction --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[written_by]--> John Dahl
Neg LogProb(↓):   0.002213
Path Entropy(↓):  0.018581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film'night, mother
Start Entity:     'night, Mother
Gold Answer:      [['1980', '1954', '2008', '1993', '1985', '1967', '1984', '1977', '1998', '2009', '1957', '1951', '1982', '1973', '1995', '1976', '2001', '1990', '1981', '2013', '1962', '1988', '2000', '1964', '1997', '1966', '2005', '1965', '1999', '1952']]
Predicted Ans:    1973
Predicted Path:   'night, Mother --[starred_actors]--> Sissy Spacek --[(INV) starred_actors]--> Badlands --[release_year]--> 1973
Path (Raw):       'night, Mother --[starred_actors]--> Sissy Spacek --[(INV) starred_actors]--> Badlands --[release_year]--> 1973
Neg LogProb(↓):   1.512184
Path Entropy(↓):  2.261191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the paleface
Start Entity:     The Paleface
Gold Answer:      [['Linda Woolverton', 'Joseph L. Mankiewicz', 'Larry Gelbart', 'Buster Keaton', 'Edward F. Cline', 'Irving Brecher', 'Robert Hardy Andrews', 'James Thurber', 'Thomas Berger', 'Jo Swerling', 'Katherine Leslie Moore', 'Thorne Smith', 'Clyde Bruckman', 'Al Boasberg', 'Charles Henry Smith', 'Will B. Johnstone', 'John Boorman', 'Jack Jevne', 'Eddie Moran', 'Ernst Lubitsch', 'Jack Rose', 'Edmund Beloin', 'Ken Englund', 'Everett Freeman', 'Eric Hatch', 'Ben Hecht', 'Dennis Potter', 'Lewis Carroll', 'Roi Cooper Megrue']]
Predicted Ans:    Larry Gelbart
Predicted Path:   The Paleface --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Path (Raw):       The Paleface --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Neighbors --[written_by]--> Larry Gelbart
Neg LogProb(↓):   1.625840
Path Entropy(↓):  2.860331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie ride lonesome in a few words
Start Entity:     Ride Lonesome
Gold Answer:      [['budd boetticher']]
Predicted Ans:    budd boetticher
Predicted Path:   Ride Lonesome --[has_tags]--> budd boetticher --[(INV) has_tags]--> Ride Lonesome --[has_tags]--> budd boetticher
Path (Raw):       Ride Lonesome --[has_tags]--> budd boetticher --[(INV) has_tags]--> Ride Lonesome --[has_tags]--> budd boetticher
Neg LogProb(↓):   0.220550
Path Entropy(↓):  0.504720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by randolph scott were released in which years
Start Entity:     Randolph Scott
Gold Answer:      [['1946', '1992', '1959', '1936', '1920', '1935', '1941', '1939', '1957', '1951', '1953', '1947', '1932', '1956', '1943', '1948', '1942', '1940', '1938', '1955', '1962', '1960', '1952', '1965', '1945', '1937', '1958']]
Predicted Ans:    1956
Predicted Path:   Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Path (Raw):       Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> Seven Men from Now --[release_year]--> 1956
Neg LogProb(↓):   1.694973
Path Entropy(↓):  2.248244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the red shoes
Start Entity:     The Red Shoes
Gold Answer:      [['Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   The Red Shoes --[starred_actors]--> Marius Goring --[(INV) starred_actors]--> The Spy in Black --[directed_by]--> Michael Powell
Path (Raw):       The Red Shoes --[starred_actors]--> Marius Goring --[(INV) starred_actors]--> The Spy in Black --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.000059
Path Entropy(↓):  0.000678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of hell ride
Start Entity:     Hell Ride
Gold Answer:      [['Crime']]
Predicted Ans:    Action
Predicted Path:   Hell Ride --[written_by]--> Larry Bishop --[(INV) written_by]--> Hell Ride --[has_genre]--> Action
Path (Raw):       Hell Ride --[written_by]--> Larry Bishop --[(INV) written_by]--> Hell Ride --[has_genre]--> Action
Neg LogProb(↓):   0.016545
Path Entropy(↓):  0.083711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films directed by the director of lady sings the blues
Start Entity:     Lady Sings the Blues
Gold Answer:      [['Finnish']]
Predicted Ans:    Iron Eagle II
Predicted Path:   Lady Sings the Blues --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II
Path (Raw):       Lady Sings the Blues --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[No Operation]--> Iron Eagle II
Neg LogProb(↓):   0.039842
Path Entropy(↓):  0.216355
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by edward anhalt
Start Entity:     Edward Anhalt
Gold Answer:      [['John Gielgud', 'Theodore Bikel', 'Sophia Loren', 'Cary Grant', 'Gino Cervi', "Peter O'Toole", 'Michael Caine', 'Adolphe Menjou', 'Robert Redford', 'Marie Windsor', 'James Garner', 'Arthur Franz', 'Jason Robards', 'Dina Merrill', 'Edward Andrews', 'Robert Ryan', 'Burt Lancaster', 'Richard Burton', 'Will Geer', 'Frank Sinatra', 'Gerald Mohr']]
Predicted Ans:    Robert Redford
Predicted Path:   Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[starred_actors]--> Robert Redford
Path (Raw):       Edward Anhalt --[No Operation]--> Edward Anhalt --[(INV) written_by]--> Jeremiah Johnson --[starred_actors]--> Robert Redford
Neg LogProb(↓):   0.575864
Path Entropy(↓):  1.117563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by gackt were in which genres
Start Entity:     Gackt
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Gackt --[(INV) written_by]--> Moon Child --[has_genre]--> Action
Path (Raw):       Gackt --[No Operation]--> Gackt --[(INV) written_by]--> Moon Child --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by udo kier were written by who
Start Entity:     Udo Kier
Gold Answer:      [['Steve Barron', 'Guy Maddin', 'Paul Morrissey', 'Steven Katz', 'Carlo Collodi', 'Niels Vørsel', 'Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Udo Kier --[(INV) starred_actors]--> Europa --[written_by]--> Lars von Trier
Path (Raw):       Udo Kier --[No Operation]--> Udo Kier --[(INV) starred_actors]--> Europa --[written_by]--> Lars von Trier
Neg LogProb(↓):   0.148014
Path Entropy(↓):  0.471368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of week - end at the waldorf
Start Entity:     Week-End at the Waldorf
Gold Answer:      [['Don Bluth', 'Edmund Goulding', 'Ernst Lubitsch', 'Busby Berkeley', 'Norman Taurog', 'Neil Jordan', "Robert Vincent O'Neill", 'Nicholas Ray', 'Gary Goldman', 'Sidney Franklin', 'Robert Lewis', 'Anatole Litvak']]
Predicted Ans:    Busby Berkeley
Predicted Path:   Week-End at the Waldorf --[written_by]--> Guy Bolton --[(INV) written_by]--> Girl Crazy --[directed_by]--> Busby Berkeley
Path (Raw):       Week-End at the Waldorf --[written_by]--> Guy Bolton --[(INV) written_by]--> Girl Crazy --[directed_by]--> Busby Berkeley
Neg LogProb(↓):   0.674624
Path Entropy(↓):  1.240565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in kawa
Start Entity:     Kawa
Gold Answer:      [['Calvin Tuteao']]
Predicted Ans:    Calvin Tuteao
Predicted Path:   Kawa --[starred_actors]--> Calvin Tuteao --[(INV) starred_actors]--> Kawa --[starred_actors]--> Calvin Tuteao
Path (Raw):       Kawa --[starred_actors]--> Calvin Tuteao --[(INV) starred_actors]--> Kawa --[starred_actors]--> Calvin Tuteao
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did kenneth lonergan write
Start Entity:     Kenneth Lonergan
Gold Answer:      [['You Can Count on Me', 'Margaret', 'Analyze This', 'Gangs of New York']]
Predicted Ans:    Margaret
Predicted Path:   Kenneth Lonergan --[(INV) written_by]--> Margaret --[written_by]--> Kenneth Lonergan --[(INV) written_by]--> Margaret
Path (Raw):       Kenneth Lonergan --[(INV) written_by]--> Margaret --[written_by]--> Kenneth Lonergan --[(INV) written_by]--> Margaret
Neg LogProb(↓):   0.602503
Path Entropy(↓):  1.269198
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film picnic at hanging rock starred which actors
Start Entity:     Picnic at Hanging Rock
Gold Answer:      [['Rachel Roberts', 'Helen Morse', 'Vivean Gray']]
Predicted Ans:    Richard Harris
Predicted Path:   Picnic at Hanging Rock --[starred_actors]--> Rachel Roberts --[(INV) starred_actors]--> This Sporting Life --[starred_actors]--> Richard Harris
Path (Raw):       Picnic at Hanging Rock --[starred_actors]--> Rachel Roberts --[(INV) starred_actors]--> This Sporting Life --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.798495
Path Entropy(↓):  1.123387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by tobey maguire
Start Entity:     Tobey Maguire
Gold Answer:      [['Ang Lee', 'Sam Raimi', 'Steven Soderbergh', 'Jim Sheridan', 'Curtis Hanson', 'Susanne Bier', 'Gary Ross']]
Predicted Ans:    Sam Raimi
Predicted Path:   Tobey Maguire --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Path (Raw):       Tobey Maguire --[No Operation]--> Tobey Maguire --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.170466
Path Entropy(↓):  0.610987
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the birds are directed by who
Start Entity:     The Birds
Gold Answer:      [['Edward Bernds', 'Jon Avnet', 'Barry Shear', 'Dick Maas', 'Bruce Beresford', 'Richard Quine', 'Frank Tashlin', 'George Pal', 'John Ford', 'Simon Wells', 'Stephan Elliott', 'Jack Cardiff', 'Samuel Fuller', 'Robert Benton', 'Deepa Mehta', 'Alfred Hitchcock', 'Peter Tewksbury', 'Peter Yates', 'George Seaton', 'Delbert Mann', 'Norman Tokar', 'Fred Zinnemann', 'Ralph Levy', 'Harold Pinter', 'Ralph Nelson', 'Robert Stevenson', 'Mike Figgis', 'Burt Kennedy']]
Predicted Ans:    Dick Maas
Predicted Path:   The Birds --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> Do Not Disturb --[directed_by]--> Dick Maas
Path (Raw):       The Birds --[starred_actors]--> Rod Taylor --[(INV) starred_actors]--> Do Not Disturb --[directed_by]--> Dick Maas
Neg LogProb(↓):   0.812016
Path Entropy(↓):  1.251220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the pentagon wars
Start Entity:     The Pentagon Wars
Gold Answer:      [['Cary Elwes', 'Kelsey Grammer']]
Predicted Ans:    Kelsey Grammer
Predicted Path:   The Pentagon Wars --[starred_actors]--> Kelsey Grammer --[(INV) starred_actors]--> Bartok the Magnificent --[starred_actors]--> Kelsey Grammer
Path (Raw):       The Pentagon Wars --[starred_actors]--> Kelsey Grammer --[(INV) starred_actors]--> Bartok the Magnificent --[starred_actors]--> Kelsey Grammer
Neg LogProb(↓):   0.125831
Path Entropy(↓):  0.514629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film piter fm
Start Entity:     Piter FM
Gold Answer:      [['Oksana Bychkova']]
Predicted Ans:    Oksana Bychkova
Predicted Path:   Piter FM --[written_by]--> Oksana Bychkova --[(INV) written_by]--> Piter FM --[written_by]--> Oksana Bychkova
Path (Raw):       Piter FM --[written_by]--> Oksana Bychkova --[(INV) written_by]--> Piter FM --[written_by]--> Oksana Bychkova
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of stealth
Start Entity:     Stealth
Gold Answer:      [['Alex Cross', 'The Fast and the Furious', 'The Skulls', 'The Boy Next Door', 'A Small Circle of Friends', 'Daylight']]
Predicted Ans:    The Fast and the Furious
Predicted Path:   Stealth --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious
Path (Raw):       Stealth --[directed_by]--> Rob Cohen --[(INV) directed_by]--> The Fast and the Furious --[No Operation]--> The Fast and the Furious
Neg LogProb(↓):   0.146972
Path Entropy(↓):  0.450457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by david miller
Start Entity:     David Miller
Gold Answer:      [['Edward Abbey', 'Clare Boothe Luce', 'Janet Green', 'Donald Freed', 'Mark Lane', 'Frank Tashlin', 'William Ludwig', 'Leo Rosten', 'Ben Roberts', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'Eleanore Griffin', 'Dalton Trumbo', 'Mac Benoff', 'Harpo Marx', 'Walter Noble Burns', 'Nicholas Monsarrat', 'Fannie Hurst', 'Ivan Goff', 'Charles Kaufman']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   David Miller --[(INV) directed_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Path (Raw):       David Miller --[No Operation]--> David Miller --[(INV) directed_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.719505
Path Entropy(↓):  1.003647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote ex - lady
Start Entity:     Ex-Lady
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Ex-Lady --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       Ex-Lady --[written_by]--> Robert Riskin --[(INV) written_by]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.015009
Path Entropy(↓):  0.095920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote grindhouse
Start Entity:     Grindhouse
Gold Answer:      [['Tony Scott', 'Ethan Maniquis', 'Oliver Stone', 'Robert Rodriguez', 'Allison Anders', 'Alexandre Rockwell', 'Eli Roth', 'Quentin Tarantino']]
Predicted Ans:    Quentin Tarantino
Predicted Path:   Grindhouse --[written_by]--> Quentin Tarantino --[(INV) written_by]--> Grindhouse --[directed_by]--> Quentin Tarantino
Path (Raw):       Grindhouse --[written_by]--> Quentin Tarantino --[(INV) written_by]--> Grindhouse --[directed_by]--> Quentin Tarantino
Neg LogProb(↓):   0.552161
Path Entropy(↓):  1.423226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by guy maddin
Start Entity:     Guy Maddin
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Guy Maddin --[(INV) written_by]--> My Winnipeg --[has_genre]--> Documentary
Path (Raw):       Guy Maddin --[No Operation]--> Guy Maddin --[(INV) written_by]--> My Winnipeg --[has_genre]--> Documentary
Neg LogProb(↓):   0.003610
Path Entropy(↓):  0.024398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of date and switch
Start Entity:     Date and Switch
Gold Answer:      [['Casey Wilson', 'June Diane Raphael']]
Predicted Ans:    Chris Nelson
Predicted Path:   Date and Switch --[directed_by]--> Chris Nelson --[(INV) directed_by]--> Date and Switch --[directed_by]--> Chris Nelson
Path (Raw):       Date and Switch --[directed_by]--> Chris Nelson --[(INV) directed_by]--> Date and Switch --[directed_by]--> Chris Nelson
Neg LogProb(↓):   0.006609
Path Entropy(↓):  0.040174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films starred by claudia jennings
Start Entity:     Claudia Jennings
Gold Answer:      [['Nicholas Niciphor', 'Roger Corman', 'Allan Arkush']]
Predicted Ans:    Roger Corman
Predicted Path:   Claudia Jennings --[(INV) starred_actors]--> Deathsport --[directed_by]--> Roger Corman
Path (Raw):       Claudia Jennings --[No Operation]--> Claudia Jennings --[(INV) starred_actors]--> Deathsport --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.157563
Path Entropy(↓):  0.416833
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about volker schlondorff
Start Entity:     volker schlöndorff
Gold Answer:      [['The Tin Drum', 'Death of a Salesman']]
Predicted Ans:    The Tin Drum
Predicted Path:   volker schlöndorff --[(INV) has_tags]--> The Tin Drum --[written_by]--> Volker Schlöndorff --[(INV) written_by]--> The Tin Drum
Path (Raw):       volker schlöndorff --[(INV) has_tags]--> The Tin Drum --[written_by]--> Volker Schlöndorff --[(INV) written_by]--> The Tin Drum
Neg LogProb(↓):   0.051645
Path Entropy(↓):  0.222366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film a most wanted man
Start Entity:     A Most Wanted Man
Gold Answer:      [['Charlie Kaufman', 'George Crile', 'Adam Elliot', 'George Clooney', 'Joel Schumacher', 'John Slattery', 'Alex Metcalf', 'Kelly Masterson', 'Grant Heslov', 'Beau Willimon', 'Edward Anderson', 'John Patrick Shanley', 'Aaron Sorkin', 'Robert Glaudini', 'Gerald Clarke', 'Tamara Jenkins']]
Predicted Ans:    Joel Schumacher
Predicted Path:   A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless --[written_by]--> Joel Schumacher
Path (Raw):       A Most Wanted Man --[starred_actors]--> Philip Seymour Hoffman --[(INV) starred_actors]--> Flawless --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.067728
Path Entropy(↓):  0.329900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of karate - robo zaborgar
Start Entity:     Karate-Robo Zaborgar
Gold Answer:      [['Yoshihiro Nishimura', 'Asami', 'Minase Yashiro']]
Predicted Ans:    Yoshihiro Nishimura
Predicted Path:   Karate-Robo Zaborgar --[directed_by]--> Noboru Iguchi --[(INV) directed_by]--> RoboGeisha --[starred_actors]--> Yoshihiro Nishimura
Path (Raw):       Karate-Robo Zaborgar --[directed_by]--> Noboru Iguchi --[(INV) directed_by]--> RoboGeisha --[starred_actors]--> Yoshihiro Nishimura
Neg LogProb(↓):   0.000311
Path Entropy(↓):  0.002874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote story of women
Start Entity:     Story of Women
Gold Answer:      [['Vincente Minnelli', 'Adrian Lyne', 'Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Story of Women --[written_by]--> Claude Chabrol --[(INV) written_by]--> Le Boucher --[directed_by]--> Claude Chabrol
Path (Raw):       Story of Women --[written_by]--> Claude Chabrol --[(INV) written_by]--> Le Boucher --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   1.174888
Path Entropy(↓):  1.801721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is cell 211 in
Start Entity:     Cell 211
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Cell 211 --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Cell 211 --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   0.787042
Path Entropy(↓):  1.737889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in crack - up
Start Entity:     Crack-Up
Gold Answer:      [['Herbert Marshall', 'Claire Trevor', "Pat O'Brien"]]
Predicted Ans:    Herbert Marshall
Predicted Path:   Crack-Up --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> If You Could Only Cook --[starred_actors]--> Herbert Marshall
Path (Raw):       Crack-Up --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> If You Could Only Cook --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.350961
Path Entropy(↓):  1.100201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of coogan's bluff
Start Entity:     Coogan's Bluff
Gold Answer:      [['French', 'Russian', 'German']]
Predicted Ans:    Russian
Predicted Path:   Coogan's Bluff --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Path (Raw):       Coogan's Bluff --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.000077
Path Entropy(↓):  0.000904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of anders engstrom directed movies
Start Entity:     Anders Engström
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Anders Engström --[(INV) directed_by]--> The Kiss of Evil --[release_year]--> 2011
Path (Raw):       Anders Engström --[No Operation]--> Anders Engström --[(INV) directed_by]--> The Kiss of Evil --[release_year]--> 2011
Neg LogProb(↓):   0.015736
Path Entropy(↓):  0.080433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did jeremy seifert write
Start Entity:     Jeremy Seifert
Gold Answer:      [['Dive!']]
Predicted Ans:    Dive!
Predicted Path:   Jeremy Seifert --[(INV) written_by]--> Dive! --[written_by]--> Jeremy Seifert --[(INV) written_by]--> Dive!
Path (Raw):       Jeremy Seifert --[(INV) written_by]--> Dive! --[written_by]--> Jeremy Seifert --[(INV) written_by]--> Dive!
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by rich wilkes
Start Entity:     Rich Wilkes
Gold Answer:      [['Adam Sandler', 'Brendan Fraser', 'Steve Buscemi']]
Predicted Ans:    Adam Sandler
Predicted Path:   Rich Wilkes --[(INV) written_by]--> Airheads --[starred_actors]--> Adam Sandler
Path (Raw):       Rich Wilkes --[No Operation]--> Rich Wilkes --[(INV) written_by]--> Airheads --[starred_actors]--> Adam Sandler
Neg LogProb(↓):   0.004954
Path Entropy(↓):  0.032877
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in boulevard
Start Entity:     Boulevard
Gold Answer:      [['Walter Hill', 'John McNaughton', 'Jack Sholder', 'Luis Valdez', 'Francis Ford Coppola', 'William Wesley', 'Edward Zwick', 'Christopher Cain', 'Mark L. Lester', 'Geoff Murphy', 'Kirk Wong', 'Steve Miner', 'Robert Resnikoff', 'Louis Morneau', 'John Badham']]
Predicted Ans:    Robert Resnikoff
Predicted Path:   Boulevard --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[directed_by]--> Robert Resnikoff
Path (Raw):       Boulevard --[starred_actors]--> Lou Diamond Phillips --[(INV) starred_actors]--> The First Power --[directed_by]--> Robert Resnikoff
Neg LogProb(↓):   0.003654
Path Entropy(↓):  0.028230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by bedazzled actors
Start Entity:     Bedazzled
Gold Answer:      [['Philip Ridley', 'Les Mayfield', 'Wayne Kramer', 'Mark Herman', 'Cal Brunker', 'Henry Levin', 'Marshall Brickman', 'Jieho Lee', 'Preston Sturges', 'Blake Edwards', 'Donald Petrie', 'Robert Mandel', 'Steve Gordon', 'Karl Freund', 'Michael Lehmann', 'Henry Selick', 'Tony Bill', 'Terence Fisher', 'Stephen Sommers', 'Rusty Lemorande', 'Masanori Hata', 'Roger Kumble', 'Hugh Wilson', 'Phillip Noyce', 'Bill Condon', 'Howard Zieff', 'Alek Keshishian', 'Peter Lepeniotis', 'Jason Winer', 'Iain Softley', 'Joseph L. Mankiewicz', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    Preston Sturges
Predicted Path:   Bedazzled --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> Unfaithfully Yours --[directed_by]--> Preston Sturges
Path (Raw):       Bedazzled --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> Unfaithfully Yours --[directed_by]--> Preston Sturges
Neg LogProb(↓):   0.929647
Path Entropy(↓):  1.839315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the haunted house
Start Entity:     The Haunted House
Gold Answer:      [['Limelight', 'Cops', 'The Scarecrow', 'The Garage', 'Neighbors', 'The Goat', 'What! No Beer?', 'The Bell Boy', 'The Electric House', 'A Funny Thing Happened on the Way to the Forum', 'The Love Nest', 'The Frozen North', 'The Blacksmith', 'Spite Marriage', 'The Balloonatic', 'The Cameraman', 'The General', 'Convict 13', 'Doughboys', "My Wife's Relations", 'The Paleface', 'Seven Chances']]
Predicted Ans:    Cops
Predicted Path:   The Haunted House --[starred_actors]--> Buster Keaton --[(INV) starred_actors]--> Cops
Path (Raw):       The Haunted House --[starred_actors]--> Buster Keaton --[No Operation]--> Buster Keaton --[(INV) starred_actors]--> Cops
Neg LogProb(↓):   0.942975
Path Entropy(↓):  1.560590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by hubert deschamps were directed by who
Start Entity:     Hubert Deschamps
Gold Answer:      [['Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Hubert Deschamps --[(INV) starred_actors]--> The Fire Within --[directed_by]--> Louis Malle
Path (Raw):       Hubert Deschamps --[No Operation]--> Hubert Deschamps --[(INV) starred_actors]--> The Fire Within --[directed_by]--> Louis Malle
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed la piscine
Start Entity:     La Piscine
Gold Answer:      [['Angie Dickinson', 'Roy Scheider']]
Predicted Ans:    Alain Delon
Predicted Path:   La Piscine --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[starred_actors]--> Alain Delon
Path (Raw):       La Piscine --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[starred_actors]--> Alain Delon
Neg LogProb(↓):   0.043549
Path Entropy(↓):  0.197643
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies directed by rene clement fall under
Start Entity:     René Clément
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   René Clément --[(INV) directed_by]--> Forbidden Games --[has_genre]--> Drama
Path (Raw):       René Clément --[No Operation]--> René Clément --[(INV) directed_by]--> Forbidden Games --[has_genre]--> Drama
Neg LogProb(↓):   0.002533
Path Entropy(↓):  0.021546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie waiting for guffman were released in which years
Start Entity:     Waiting for Guffman
Gold Answer:      [['1998', '2000', '2003', '1989', '1993', '2010', '2006']]
Predicted Ans:    2010
Predicted Path:   Waiting for Guffman --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[release_year]--> 2010
Path (Raw):       Waiting for Guffman --[directed_by]--> Christopher Guest --[(INV) directed_by]--> The Big Picture --[release_year]--> 2010
Neg LogProb(↓):   0.724033
Path Entropy(↓):  1.294187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the story of seabiscuit
Start Entity:     The Story of Seabiscuit
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Story of Seabiscuit --[directed_by]--> David Butler --[(INV) directed_by]--> Just Imagine --[has_genre]--> Comedy
Path (Raw):       The Story of Seabiscuit --[directed_by]--> David Butler --[(INV) directed_by]--> Just Imagine --[has_genre]--> Comedy
Neg LogProb(↓):   0.576165
Path Entropy(↓):  1.591602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film nightbreed released
Start Entity:     Nightbreed
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Nightbreed --[release_year]--> 1990 --[(INV) release_year]--> Narrow Margin --[release_year]--> 1990
Path (Raw):       Nightbreed --[release_year]--> 1990 --[(INV) release_year]--> Narrow Margin --[release_year]--> 1990
Neg LogProb(↓):   3.093030
Path Entropy(↓):  4.556138
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by gerard oury
Start Entity:     Gérard Oury
Gold Answer:      [['Bourvil', 'Louis de Funès']]
Predicted Ans:    Bourvil
Predicted Path:   Gérard Oury --[(INV) directed_by]--> The Sucker --[starred_actors]--> Bourvil
Path (Raw):       Gérard Oury --[No Operation]--> Gérard Oury --[(INV) directed_by]--> The Sucker --[starred_actors]--> Bourvil
Neg LogProb(↓):   0.323170
Path Entropy(↓):  0.628942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of the lucky one starred who
Start Entity:     The Lucky One
Gold Answer:      [['Sonia Todd', 'Geoffrey Rush', 'Justin Braine', 'Aaron Eckhart', 'Patricia Clarkson', 'Clive Owen', 'Abigail Breslin', 'Anthony Hopkins', 'Chris Haywood']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   The Lucky One --[directed_by]--> Scott Hicks --[(INV) directed_by]--> Hearts in Atlantis --[starred_actors]--> Anthony Hopkins
Path (Raw):       The Lucky One --[directed_by]--> Scott Hicks --[(INV) directed_by]--> Hearts in Atlantis --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.143614
Path Entropy(↓):  0.572444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of white sands starred who
Start Entity:     White Sands
Gold Answer:      [['Melanie Griffith', 'Matthew Modine', 'Michael Keaton']]
Predicted Ans:    Mickey Rourke
Predicted Path:   White Sands --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands --[starred_actors]--> Mickey Rourke
Path (Raw):       White Sands --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands --[starred_actors]--> Mickey Rourke
Neg LogProb(↓):   0.940208
Path Entropy(↓):  1.536059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same director of safe haven
Start Entity:     Safe Haven
Gold Answer:      [['A Guy and a Gal', 'Something to Talk About', 'Casanova', 'Chocolat', 'The Hypnotist', 'The Cider House Rules', 'My Life as a Dog', "What's Eating Gilbert Grape", 'Dear John', 'The Hoax', 'The Shipping News', 'An Unfinished Life', 'Salmon Fishing in the Yemen', 'More About the Children of Noisy Village', 'Once Around', 'The Hundred-Foot Journey', 'The Children of Noisy Village']]
Predicted Ans:    My Life as a Dog
Predicted Path:   Safe Haven --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog
Path (Raw):       Safe Haven --[No Operation]--> Safe Haven --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog
Neg LogProb(↓):   0.575206
Path Entropy(↓):  1.159505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie a foreign affair
Start Entity:     A Foreign Affair
Gold Answer:      [['1970', '1954', '1944', '1959', '1974', '1963', '1957', '1951', '1953', '1931', '1943', '1995', '1948', '1972', '1942', '1996', '1981', '1961', '1955', '1964', '1966', '1960', '1945']]
Predicted Ans:    1954
Predicted Path:   A Foreign Affair --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina --[release_year]--> 1954
Path (Raw):       A Foreign Affair --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina --[release_year]--> 1954
Neg LogProb(↓):   1.625162
Path Entropy(↓):  2.917194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did sarah maldoror write
Start Entity:     Sarah Maldoror
Gold Answer:      [['Sambizanga']]
Predicted Ans:    Sambizanga
Predicted Path:   Sarah Maldoror --[(INV) written_by]--> Sambizanga --[written_by]--> Sarah Maldoror --[(INV) written_by]--> Sambizanga
Path (Raw):       Sarah Maldoror --[(INV) written_by]--> Sambizanga --[written_by]--> Sarah Maldoror --[(INV) written_by]--> Sambizanga
Neg LogProb(↓):   0.047096
Path Entropy(↓):  0.186663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the battle of the sexes
Start Entity:     The Battle of the Sexes
Gold Answer:      [['John Baines', 'T.E.B. Clarke', 'Charles Crichton', 'John Cleese']]
Predicted Ans:    Charles Crichton
Predicted Path:   The Battle of the Sexes --[directed_by]--> Charles Crichton --[(INV) directed_by]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Path (Raw):       The Battle of the Sexes --[directed_by]--> Charles Crichton --[(INV) directed_by]--> A Fish Called Wanda --[written_by]--> Charles Crichton
Neg LogProb(↓):   0.075403
Path Entropy(↓):  0.325098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the cover girl director
Start Entity:     Cover Girl
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Cover Girl --[directed_by]--> Charles Vidor --[(INV) directed_by]--> Blind Alley --[has_genre]--> Drama
Path (Raw):       Cover Girl --[directed_by]--> Charles Vidor --[(INV) directed_by]--> Blind Alley --[has_genre]--> Drama
Neg LogProb(↓):   1.004382
Path Entropy(↓):  0.776561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of inside daisy clover
Start Entity:     Inside Daisy Clover
Gold Answer:      [['José Quintero', 'Jack Cardiff']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Inside Daisy Clover --[written_by]--> Gavin Lambert --[(INV) written_by]--> Inside Daisy Clover --[directed_by]--> Robert Mulligan
Path (Raw):       Inside Daisy Clover --[written_by]--> Gavin Lambert --[(INV) written_by]--> Inside Daisy Clover --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.412694
Path Entropy(↓):  0.810430
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of horns also starred in which movies
Start Entity:     Horns
Gold Answer:      [['Harry Potter and the Chamber of Secrets', 'My Boy Jack', 'Harry Potter and the Goblet of Fire', 'Harry Potter and the Prisoner of Azkaban', 'Harry Potter and the Order of the Phoenix', 'December Boys', 'Harry Potter and the Half-Blood Prince']]
Predicted Ans:    Harry Potter and the Chamber of Secrets
Predicted Path:   Horns --[starred_actors]--> Daniel Radcliffe --[(INV) starred_actors]--> Harry Potter and the Chamber of Secrets
Path (Raw):       Horns --[starred_actors]--> Daniel Radcliffe --[No Operation]--> Daniel Radcliffe --[(INV) starred_actors]--> Harry Potter and the Chamber of Secrets
Neg LogProb(↓):   0.646106
Path Entropy(↓):  1.022667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in escape from alcatraz
Start Entity:     Escape from Alcatraz
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '1985', '1974', '1984', '1977', '1968', '1963', '1957', '1951', '2004', '1982', '1973', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '2002', '1981', '2012', '1986', '1962', '1988', '2000', '1964', '1997', '1975', '1966', '1965', '1999', '1969']]
Predicted Ans:    1982
Predicted Path:   Escape from Alcatraz --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[release_year]--> 1982
Path (Raw):       Escape from Alcatraz --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   1.972886
Path Entropy(↓):  2.737974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by brighton beach memoirs actors
Start Entity:     Brighton Beach Memoirs
Gold Answer:      [['Steven Kampmann', 'Jay Roach', 'Ted Kotcheff', 'Jimmy Zeilinger', 'Lewis John Carlino', 'Howard Zieff', 'William Porter', 'Richard T. Heffron', 'Todd Louiso']]
Predicted Ans:    Jay Roach
Predicted Path:   Brighton Beach Memoirs --[starred_actors]--> Blythe Danner --[(INV) starred_actors]--> Meet the Parents --[directed_by]--> Jay Roach
Path (Raw):       Brighton Beach Memoirs --[starred_actors]--> Blythe Danner --[(INV) starred_actors]--> Meet the Parents --[directed_by]--> Jay Roach
Neg LogProb(↓):   0.758513
Path Entropy(↓):  1.015554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of boom town were directed by who
Start Entity:     Boom Town
Gold Answer:      [['Allan Dwan', 'James Edward Grant', 'Burt Kennedy']]
Predicted Ans:    Allan Dwan
Predicted Path:   Boom Town --[written_by]--> James Edward Grant --[(INV) written_by]--> Sands of Iwo Jima --[directed_by]--> Allan Dwan
Path (Raw):       Boom Town --[written_by]--> James Edward Grant --[(INV) written_by]--> Sands of Iwo Jima --[directed_by]--> Allan Dwan
Neg LogProb(↓):   0.371291
Path Entropy(↓):  0.849155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
My fellow americans, when was it released
Start Entity:     My Fellow Americans
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   My Fellow Americans --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       My Fellow Americans --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.930732
Path Entropy(↓):  4.546120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by happy, texas actors release
Start Entity:     Happy, Texas
Gold Answer:      [['1980', '2008', '2003', '1959', '2015', '2007', '1998', '2009', '2010', '2004', '1994', '1943', '1983', '1995', '2001', '1996', '2002', '2011', '2013', '2000', '2005', '1991', '1999']]
Predicted Ans:    1991
Predicted Path:   Happy, Texas --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Homicide --[release_year]--> 1991
Path (Raw):       Happy, Texas --[starred_actors]--> William H. Macy --[(INV) starred_actors]--> Homicide --[release_year]--> 1991
Neg LogProb(↓):   0.936282
Path Entropy(↓):  1.571046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed land of the lost
Start Entity:     Land of the Lost
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Land of the Lost --[directed_by]--> Brad Silberling --[(INV) directed_by]--> Moonlight Mile --[has_genre]--> Drama
Path (Raw):       Land of the Lost --[directed_by]--> Brad Silberling --[(INV) directed_by]--> Moonlight Mile --[has_genre]--> Drama
Neg LogProb(↓):   0.546467
Path Entropy(↓):  0.711555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of bruce jay friedman
Start Entity:     Bruce Jay Friedman
Gold Answer:      [['Neil Simon', 'Robert Boris', 'Peter Farrelly', 'Scot Armstrong', 'Carl Gottlieb', 'Leslie Dixon', 'Ed. Weinberger', 'Stan Daniels', 'Kevin Barnett']]
Predicted Ans:    Neil Simon
Predicted Path:   Bruce Jay Friedman --[(INV) written_by]--> The Lonely Guy --[written_by]--> Neil Simon
Path (Raw):       Bruce Jay Friedman --[No Operation]--> Bruce Jay Friedman --[(INV) written_by]--> The Lonely Guy --[written_by]--> Neil Simon
Neg LogProb(↓):   0.235960
Path Entropy(↓):  0.637951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by christy chung release
Start Entity:     Christy Chung
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Christy Chung --[(INV) starred_actors]--> Samsara --[release_year]--> 2001
Path (Raw):       Christy Chung --[No Operation]--> Christy Chung --[(INV) starred_actors]--> Samsara --[release_year]--> 2001
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer martin zandvliet
Start Entity:     Martin Zandvliet
Gold Answer:      [['Kim Kold', 'Barbara Burska']]
Predicted Ans:    Martin Zandvliet
Predicted Path:   Martin Zandvliet --[(INV) directed_by]--> A Funny Man --[directed_by]--> Martin Zandvliet
Path (Raw):       Martin Zandvliet --[No Operation]--> Martin Zandvliet --[(INV) directed_by]--> A Funny Man --[directed_by]--> Martin Zandvliet
Neg LogProb(↓):   0.474788
Path Entropy(↓):  0.725094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movie did chester himes write the story for
Start Entity:     Chester Himes
Gold Answer:      [['Cotton Comes to Harlem', 'A Rage in Harlem']]
Predicted Ans:    Cotton Comes to Harlem
Predicted Path:   Chester Himes --[(INV) written_by]--> Cotton Comes to Harlem --[written_by]--> Ossie Davis --[(INV) written_by]--> Cotton Comes to Harlem
Path (Raw):       Chester Himes --[(INV) written_by]--> Cotton Comes to Harlem --[written_by]--> Ossie Davis --[(INV) written_by]--> Cotton Comes to Harlem
Neg LogProb(↓):   0.021195
Path Entropy(↓):  0.102128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the sea inside actors
Start Entity:     The Sea Inside
Gold Answer:      [['Ridley Scott', 'Fernando León de Aranoa', 'John Malkovich', 'Pedro Almodóvar', 'Mike Newell', 'Ethan Coen', 'Gerardo Vera', 'Pierre Morel', 'Terrence Malick', 'Alejandro González Iñárritu', 'Sam Mendes', 'Manuel Gómez Pereira']]
Predicted Ans:    John Malkovich
Predicted Path:   The Sea Inside --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[directed_by]--> John Malkovich
Path (Raw):       The Sea Inside --[starred_actors]--> Javier Bardem --[(INV) starred_actors]--> The Dancer Upstairs --[directed_by]--> John Malkovich
Neg LogProb(↓):   0.680888
Path Entropy(↓):  1.211192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was ginny simms an actor in
Start Entity:     Ginny Simms
Gold Answer:      [['Broadway Rhythm', 'Night and Day']]
Predicted Ans:    Night and Day
Predicted Path:   Ginny Simms --[(INV) starred_actors]--> Broadway Rhythm --[starred_actors]--> Ginny Simms --[(INV) starred_actors]--> Night and Day
Path (Raw):       Ginny Simms --[(INV) starred_actors]--> Broadway Rhythm --[starred_actors]--> Ginny Simms --[(INV) starred_actors]--> Night and Day
Neg LogProb(↓):   0.891572
Path Entropy(↓):  1.534866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of sons of the desert
Start Entity:     Sons of the Desert
Gold Answer:      [['Fred Astaire', 'Robert Young', 'Fred MacMurray', 'Claire Trevor', 'Cary Grant', 'Gary Cooper', 'Randolph Scott', 'Margaret Lockwood', 'Adolphe Menjou', 'Shirley Temple', 'Charles Laughton', 'Brian Donlevy', 'George Sanders', 'Nancy Carroll', 'Raymond Burr', 'George Raft', 'John Wayne', 'Rita Hayworth', 'Phil Silvers', 'Jean Arthur']]
Predicted Ans:    Shirley Temple
Predicted Path:   Sons of the Desert --[directed_by]--> William A. Seiter --[(INV) directed_by]--> Stowaway --[starred_actors]--> Shirley Temple
Path (Raw):       Sons of the Desert --[directed_by]--> William A. Seiter --[(INV) directed_by]--> Stowaway --[starred_actors]--> Shirley Temple
Neg LogProb(↓):   0.056555
Path Entropy(↓):  0.256251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in candles on bay street
Start Entity:     Candles on Bay Street
Gold Answer:      [['Alicia Silverstone']]
Predicted Ans:    Alicia Silverstone
Predicted Path:   Candles on Bay Street --[starred_actors]--> Alicia Silverstone --[(INV) starred_actors]--> Vamps --[starred_actors]--> Alicia Silverstone
Path (Raw):       Candles on Bay Street --[starred_actors]--> Alicia Silverstone --[(INV) starred_actors]--> Vamps --[starred_actors]--> Alicia Silverstone
Neg LogProb(↓):   0.112990
Path Entropy(↓):  0.426770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was hristos passalis an actor in
Start Entity:     Hristos Passalis
Gold Answer:      [['Dogtooth']]
Predicted Ans:    Dogtooth
Predicted Path:   Hristos Passalis --[(INV) starred_actors]--> Dogtooth --[starred_actors]--> Hristos Passalis --[(INV) starred_actors]--> Dogtooth
Path (Raw):       Hristos Passalis --[(INV) starred_actors]--> Dogtooth --[starred_actors]--> Hristos Passalis --[(INV) starred_actors]--> Dogtooth
Neg LogProb(↓):   0.018288
Path Entropy(↓):  0.092175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was orgazmo written by
Start Entity:     Orgazmo
Gold Answer:      [['Trey Parker']]
Predicted Ans:    Trey Parker
Predicted Path:   Orgazmo --[written_by]--> Trey Parker --[(INV) written_by]--> Orgazmo --[written_by]--> Trey Parker
Path (Raw):       Orgazmo --[written_by]--> Trey Parker --[(INV) written_by]--> Orgazmo --[written_by]--> Trey Parker
Neg LogProb(↓):   0.009092
Path Entropy(↓):  0.060585
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the men who stare at goats
Start Entity:     The Men Who Stare at Goats
Gold Answer:      [["Stanley Kubrick's Boxes"]]
Predicted Ans:    The Men Who Stare at Goats
Predicted Path:   The Men Who Stare at Goats --[written_by]--> Jon Ronson --[(INV) written_by]--> The Men Who Stare at Goats
Path (Raw):       The Men Who Stare at Goats --[written_by]--> Jon Ronson --[(INV) written_by]--> The Men Who Stare at Goats --[No Operation]--> The Men Who Stare at Goats
Neg LogProb(↓):   0.037861
Path Entropy(↓):  0.213060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in pushing tin
Start Entity:     Pushing Tin
Gold Answer:      [['Scott Phillips', 'Savage Steve Holland', 'Carol Sobieski', 'Guy Bolton', 'Marcelle Maurette', 'Kevin Wade', 'Dwight Yoakam', 'Peter McCarthy', 'John Cusack', 'Peter Tolan', 'Ulli Lommel', 'Ethan Coen', 'Billy Bob Thornton', 'Charles Perrault', 'Todd Phillips', 'Lee Daniels', 'Roland Emmerich', 'Michael Cooney', 'Ben Livingston', 'Hannah Shakespeare', 'Paul Conway', 'Stephen Potter', 'James Russo', 'Alan Parker', 'Charlie Kaufman', 'Bruce Wagner', 'Jim Thompson', 'Gary David Goldberg', 'Claire Cook', 'Richard Matheson', 'John Grisham', 'Ramón Menéndez', 'John Berendt', 'Leslie Bohem', 'Tom Musca', 'Mark Bowden', 'Robert Benton', 'Richard Russo', 'Tom Wheeler', 'T. Coraghessan Boyle', 'Edgar Allan Poe', 'Brian Lynch', 'Marc Klein', 'Cameron Crowe', 'Jonathan Roberts', 'Billy Crystal', 'David Dobkin', "Morgan O'Neill", 'Donald E. Westlake', 'Joe Klein', 'Bill Fishman', 'John Lee Hancock', 'Scott Walker', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Dibakar Banerjee', 'David Grovic', 'Katja von Garnier', 'Nick Hornby', 'Stephen Gaghan', 'John Ridley', 'Robby Henson']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Pushing Tin --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Pushing Tin --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.570514
Path Entropy(↓):  1.385407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of eddie albert
Start Entity:     Eddie Albert
Gold Answer:      [['Judge Reinhold', 'Diana Muldaur', 'Susan Hayward', 'Jo Van Fleet', 'Richard Conte', 'Ernest Borgnine', 'William Shatner', 'Trevor Howard', 'Juliette Gréco', 'Gregory Peck', 'Mitzi Gaynor', 'Jeanne Crain', 'Lee Marvin', 'Angie Dickinson', 'Errol Flynn', 'Lucille Ball', 'Lillian Gish', 'Paul Massie', 'Jack Palance', 'John Wayne', 'Robert Strauss', 'Merritt Butrick', 'Tony Curtis', 'Colleen Dewhurst', 'Frank Sinatra', 'Ida Lupino']]
Predicted Ans:    Lucille Ball
Predicted Path:   Eddie Albert --[(INV) starred_actors]--> The Fuller Brush Girl --[starred_actors]--> Lucille Ball
Path (Raw):       Eddie Albert --[No Operation]--> Eddie Albert --[(INV) starred_actors]--> The Fuller Brush Girl --[starred_actors]--> Lucille Ball
Neg LogProb(↓):   0.069310
Path Entropy(↓):  0.316721
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by st. ives actors release
Start Entity:     St. Ives
Gold Answer:      [['1970', '1985', '1967', '1979', '1974', '1984', '1977', '1968', '1982', '1983', '1972', '1981', '1961', '2011', '1988', '1975', '1966', '1960', '1987', '1986', '1958']]
Predicted Ans:    1968
Predicted Path:   St. Ives --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       St. Ives --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.547465
Path Entropy(↓):  1.587882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the sorcerer's apprentice
Start Entity:     The Sorcerer's Apprentice
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Lynn Roth', 'Stephen Frears', 'Brian De Palma', 'Andrew Niccol', 'Chaz Thorne', 'David Ray', 'Vic Armstrong', 'Paco Cabezas', 'Robin Hardy', 'Martin Scorsese', 'John Brahm', 'Chris Sanders', 'Dean DeBlois', 'Bernard Rose', 'George Gallo', 'Alex Proyas', 'Richard Benjamin', 'Gore Verbinski', 'Evan Goldberg', 'Christopher Coppola', 'Charles Jarrott', 'Henry Hathaway', 'Oliver Stone', 'Jon Turteltaub', 'John Woo', 'Julie Taymor', 'Michael Bay', 'Lawrence Roeck', 'Sally Potter', 'Zackary Adler', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'David Ondaatje', 'David Denneen', 'Sam Pillsbury', 'Joel Schumacher', 'Hugh Wilson', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Joe Wright', 'Patrick Lussier', 'Michael Dowse', 'Jonathan Levine', 'Mira Nair', 'Jim Field Smith', 'Robert Bierman', 'Dominic Sena', 'Brad Silberling', 'Andrew Bergman', 'John G. Avildsen', 'John Singleton', 'Alfred Hitchcock', 'Brett Ratner', 'George C. Scott', 'Jonathan Sobol', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'Seth Rogen', 'Norman Jewison', 'Clarence Brown', 'John A. Davis', 'Kyle Newman', 'Barbet Schroeder', 'Mike Figgis', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   The Sorcerer's Apprentice --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       The Sorcerer's Apprentice --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.680049
Path Entropy(↓):  1.564669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the american president actors
Start Entity:     The American President
Gold Answer:      [['David Saperstein', 'Stephen Frears', 'Mike Nichols', 'John Badham', 'Lisa Cholodenko', 'Brian Koppelman', 'David Levien', 'Philippe Diaz', 'Nicolas Gessner', 'Clark Johnson', 'Neil Jordan', 'Howard Deutch', 'Curtis Hanson', 'George C. Scott', 'Jason Miller', 'Paul Verhoeven', 'Fritz Lang', 'Peter Hyams', 'Ronald F. Maxwell', 'Michael Crichton', 'Arie Posin', 'Lewis Teague', 'Barry Levinson', 'Michael Apted', 'Steven Hilliard Stern', 'David Seltzer', 'Jon Turteltaub', 'Sally Potter', 'Ridley Scott', 'Rod Daniel', 'Joel Schumacher', 'Mark A.Z. Dippé', 'Ulu Grosbard', 'Peter Askin', 'Tim Burton', 'Stephen Daldry', 'James Bridges', 'Ryan Murphy', 'Tim Blake Nelson', 'Emilio Estevez', 'Edward Zwick', 'Rodrigo García', 'Harald Zwart', 'Bret Michaels', 'Marvin Baker', 'Mike Cahill', 'Vincent Sherman', 'Barry Sonnenfeld', 'Peter Navarro', 'Bernard McEveety', 'Andrew Davis', 'Francis Ford Coppola', 'Michael Winner', 'Danny DeVito', 'Laurence Olivier', 'Kevin Costner', 'Paul Schrader', 'Wayne Wang', 'Mark Waters', 'David Fincher', 'Paul Morrissey', 'Terrence Malick', 'Paul Auster', 'Peter Jackson', 'Robert Pulcini', 'Shari Springer Berman', 'Brian De Palma', 'Arthur Hiller', 'John Schlesinger', 'Glenn Gordon Caron', 'Adrian Lyne', 'Paco Cabezas', 'Michael Cohn', 'István Szabó', 'Jonathan Lynn', 'Gary Fleder', 'Don Taylor', 'Leo McCarey', 'Robert Zemeckis', 'Steven Spielberg', 'Stephen Hopkins', 'Fred Schepisi', 'Rob Minkoff', 'Irwin Winkler', 'Jeannot Szwarc', 'Sam Mendes', 'Rob Reiner']]
Predicted Ans:    Michael Apted
Predicted Path:   The American President --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[directed_by]--> Michael Apted
Path (Raw):       The American President --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> Enigma --[directed_by]--> Michael Apted
Neg LogProb(↓):   1.581242
Path Entropy(↓):  2.557177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie sex tape
Start Entity:     Sex Tape
Gold Answer:      [['2008', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1995', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    2001
Predicted Path:   Sex Tape --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Path (Raw):       Sex Tape --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Vanilla Sky --[release_year]--> 2001
Neg LogProb(↓):   0.875499
Path Entropy(↓):  2.108781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by leon gordon released
Start Entity:     Leon Gordon
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Leon Gordon --[(INV) written_by]--> Kim --[release_year]--> 1950
Path (Raw):       Leon Gordon --[No Operation]--> Leon Gordon --[(INV) written_by]--> Kim --[release_year]--> 1950
Neg LogProb(↓):   0.000528
Path Entropy(↓):  0.004513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of underclassman was who
Start Entity:     Underclassman
Gold Answer:      [['Marcos Siega']]
Predicted Ans:    Marcos Siega
Predicted Path:   Underclassman --[directed_by]--> Marcos Siega --[(INV) directed_by]--> Underclassman --[directed_by]--> Marcos Siega
Path (Raw):       Underclassman --[directed_by]--> Marcos Siega --[(INV) directed_by]--> Underclassman --[directed_by]--> Marcos Siega
Neg LogProb(↓):   0.023060
Path Entropy(↓):  0.108738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by daredevil actors
Start Entity:     Daredevil
Gold Answer:      [['Roger Donaldson', 'Les Mayfield', 'Bronwen Hughes', 'Miguel Arteta', 'Michael Mann', 'John Wells', 'Mike Binder', 'Jordan Brady', 'Steve Gordon', 'Allen Coulter', 'Don Roos', 'John Woo', 'Michael Bay', 'Chuck Russell', 'John Frankenheimer', 'Ben Affleck', 'Franklin J. Schaffner', 'Clark Johnson', 'Risa Bramon Garcia', 'Jonathan Lynn', 'Martin McDonagh', 'Gus Van Sant', 'Peter Berg', "Gavin O'Connor", 'Joel Schumacher', 'Mike Judge', 'Neil Jordan', 'Peter Weir', 'Kevin Macdonald', 'Ricky Gervais', 'Jim Field Smith', 'Roger Michell', 'Gregory Hoblit', 'Matt Orlando', 'Niels Arden Oplev', 'Matthew Robinson', 'Jason Reitman', 'Akiva Goldsman', 'Rob Bowman', 'Mike Mitchell', 'Martin Brest', 'Jason Winer', 'John Lee Hancock', 'Tim Burton', 'William Monahan', 'Mark Waters', 'Susannah Grant', 'Brad Furman', 'Frank Darabont', 'Len Wiseman', 'David Fincher', 'Terrence Malick', 'Paul Verhoeven']]
Predicted Ans:    Michael Bay
Predicted Path:   Daredevil --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[directed_by]--> Michael Bay
Path (Raw):       Daredevil --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[directed_by]--> Michael Bay
Neg LogProb(↓):   0.439635
Path Entropy(↓):  1.061501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of the sword and the rose
Start Entity:     The Sword and the Rose
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> Darby O'Gill and the Little People --[in_language]--> Irish
Path (Raw):       The Sword and the Rose --[written_by]--> Lawrence Edward Watkin --[(INV) written_by]--> Darby O'Gill and the Little People --[in_language]--> Irish
Neg LogProb(↓):   0.006606
Path Entropy(↓):  0.044384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by cyra mcfadden
Start Entity:     Cyra McFadden
Gold Answer:      [['Serial']]
Predicted Ans:    Serial
Predicted Path:   Cyra McFadden --[(INV) written_by]--> Serial --[written_by]--> Cyra McFadden --[(INV) written_by]--> Serial
Path (Raw):       Cyra McFadden --[(INV) written_by]--> Serial --[written_by]--> Cyra McFadden --[(INV) written_by]--> Serial
Neg LogProb(↓):   0.087594
Path Entropy(↓):  0.291480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by charles frazier were in which genres
Start Entity:     Charles Frazier
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Charles Frazier --[(INV) written_by]--> Cold Mountain --[has_genre]--> Drama
Path (Raw):       Charles Frazier --[No Operation]--> Charles Frazier --[(INV) written_by]--> Cold Mountain --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by matt stokoe in
Start Entity:     Matt Stokoe
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Matt Stokoe --[(INV) starred_actors]--> Devil's Pass --[in_language]--> Russian
Path (Raw):       Matt Stokoe --[No Operation]--> Matt Stokoe --[(INV) starred_actors]--> Devil's Pass --[in_language]--> Russian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of very happy alexander
Start Entity:     Very Happy Alexander
Gold Answer:      [['War of the Buttons', 'The Tall Blond Man with One Black Shoe', 'The Woman in Red', "My Mother's Castle", "My Father's Glory"]]
Predicted Ans:    The Tall Blond Man with One Black Shoe
Predicted Path:   Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> The Tall Blond Man with One Black Shoe
Path (Raw):       Very Happy Alexander --[No Operation]--> Very Happy Alexander --[written_by]--> Yves Robert --[(INV) written_by]--> The Tall Blond Man with One Black Shoe
Neg LogProb(↓):   0.498685
Path Entropy(↓):  1.114996
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by lyle talbot fall under
Start Entity:     Lyle Talbot
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Lyle Talbot --[(INV) starred_actors]--> Our Little Girl --[has_genre]--> Drama
Path (Raw):       Lyle Talbot --[No Operation]--> Lyle Talbot --[(INV) starred_actors]--> Our Little Girl --[has_genre]--> Drama
Neg LogProb(↓):   0.000404
Path Entropy(↓):  0.003560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of fly away home was
Start Entity:     Fly Away Home
Gold Answer:      [['Carroll Ballard']]
Predicted Ans:    Carroll Ballard
Predicted Path:   Fly Away Home --[directed_by]--> Carroll Ballard --[(INV) directed_by]--> Duma --[directed_by]--> Carroll Ballard
Path (Raw):       Fly Away Home --[directed_by]--> Carroll Ballard --[(INV) directed_by]--> Duma --[directed_by]--> Carroll Ballard
Neg LogProb(↓):   0.007842
Path Entropy(↓):  0.046159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film according to spencer
Start Entity:     According to Spencer
Gold Answer:      [['Bernard Rose', 'Jonathan Segal', 'John Polson', 'Don Roos', 'Joe Wright', 'Darren Lynn Bousman', 'Nickolas Perry', 'Jonathan Kesselman', 'Bill Guttentag', 'Jonathan Frakes', 'Clarence Brown', 'Yann Samuell', 'Jonathan Parker']]
Predicted Ans:    Jonathan Kesselman
Predicted Path:   According to Spencer --[starred_actors]--> Adam Goldberg --[(INV) starred_actors]--> The Hebrew Hammer --[directed_by]--> Jonathan Kesselman
Path (Raw):       According to Spencer --[starred_actors]--> Adam Goldberg --[(INV) starred_actors]--> The Hebrew Hammer --[directed_by]--> Jonathan Kesselman
Neg LogProb(↓):   0.199033
Path Entropy(↓):  0.494080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by julian richards
Start Entity:     Julian Richards
Gold Answer:      [['Kevin Howarth', 'Mark Stevenson']]
Predicted Ans:    Kevin Howarth
Predicted Path:   Julian Richards --[(INV) directed_by]--> The Last Horror Movie --[starred_actors]--> Kevin Howarth
Path (Raw):       Julian Richards --[No Operation]--> Julian Richards --[(INV) directed_by]--> The Last Horror Movie --[starred_actors]--> Kevin Howarth
Neg LogProb(↓):   0.006728
Path Entropy(↓):  0.040264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by christopher wicking
Start Entity:     Christopher Wicking
Gold Answer:      [['Cry of the Banshee']]
Predicted Ans:    Cry of the Banshee
Predicted Path:   Christopher Wicking --[(INV) written_by]--> Cry of the Banshee --[written_by]--> Christopher Wicking --[(INV) written_by]--> Cry of the Banshee
Path (Raw):       Christopher Wicking --[(INV) written_by]--> Cry of the Banshee --[written_by]--> Christopher Wicking --[(INV) written_by]--> Cry of the Banshee
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000228
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by to live and die in l. a. actors
Start Entity:     To Live and Die in L.A.
Gold Answer:      [['Greek', 'Russian']]
Predicted Ans:    Greek
Predicted Path:   To Live and Die in L.A. --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Path (Raw):       To Live and Die in L.A. --[starred_actors]--> Willem Dafoe --[(INV) starred_actors]--> The Dust of Time --[in_language]--> Greek
Neg LogProb(↓):   0.156938
Path Entropy(↓):  0.521473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor marcia gay harden acted together with who
Start Entity:     Marcia Gay Harden
Gold Answer:      [['Emile Hirsch', 'Juliette Lewis', 'Gabriel Byrne', 'Christopher McDonald', 'Laurie Holden', 'Andre Braugher', 'Virginia Madsen', 'Billy Bob Thornton', 'Forest Whitaker', 'Greg Kinnear', 'Ellen Burstyn', 'Robin Williams', 'Lili Taylor', 'Sammi Kane Kraft', 'Justin Chatwin', 'Ted Levine', 'William Hurt', 'Jon Polito', 'Will Patton', 'Jennifer Connelly', 'Margarita Levieva', 'Michael Keaton', 'Alexandra Holden', 'Chris Marquette', 'Ed Harris', 'John Turturro', 'James Coburn', 'Barbara Bain', 'Alison Elliott', 'Judy Davis', 'Brian Cox', 'Thomas Jane']]
Predicted Ans:    Marcia Gay Harden
Predicted Path:   Marcia Gay Harden --[(INV) starred_actors]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Path (Raw):       Marcia Gay Harden --[No Operation]--> Marcia Gay Harden --[(INV) starred_actors]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Neg LogProb(↓):   0.388591
Path Entropy(↓):  0.789005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by claire rushbrook were released in which years
Start Entity:     Claire Rushbrook
Gold Answer:      [['1997', '2013']]
Predicted Ans:    2013
Predicted Path:   Claire Rushbrook --[(INV) starred_actors]--> Under the Skin --[release_year]--> 2013
Path (Raw):       Claire Rushbrook --[No Operation]--> Claire Rushbrook --[(INV) starred_actors]--> Under the Skin --[release_year]--> 2013
Neg LogProb(↓):   0.041511
Path Entropy(↓):  0.170041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of a doll's house starred who
Start Entity:     A Doll's House
Gold Answer:      [['Bibi Andersson', 'Charles Durning', 'Wallace Shawn', 'Steve McQueen']]
Predicted Ans:    Wallace Shawn
Predicted Path:   A Doll's House --[written_by]--> Henrik Ibsen --[(INV) written_by]--> A Master Builder --[starred_actors]--> Wallace Shawn
Path (Raw):       A Doll's House --[written_by]--> Henrik Ibsen --[(INV) written_by]--> A Master Builder --[starred_actors]--> Wallace Shawn
Neg LogProb(↓):   0.087904
Path Entropy(↓):  0.289483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film thin ice
Start Entity:     Thin Ice
Gold Answer:      [['Jill Sprecher']]
Predicted Ans:    Jill Sprecher
Predicted Path:   Thin Ice --[written_by]--> Jill Sprecher --[(INV) written_by]--> Clockwatchers --[written_by]--> Jill Sprecher
Path (Raw):       Thin Ice --[written_by]--> Jill Sprecher --[(INV) written_by]--> Clockwatchers --[written_by]--> Jill Sprecher
Neg LogProb(↓):   0.012397
Path Entropy(↓):  0.067507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did anne rice write
Start Entity:     Anne Rice
Gold Answer:      [['Queen of the Damned']]
Predicted Ans:    Queen of the Damned
Predicted Path:   Anne Rice --[(INV) written_by]--> Queen of the Damned --[written_by]--> Anne Rice --[(INV) written_by]--> Queen of the Damned
Path (Raw):       Anne Rice --[(INV) written_by]--> Queen of the Damned --[written_by]--> Anne Rice --[(INV) written_by]--> Queen of the Damned
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of arctic tale
Start Entity:     Arctic Tale
Gold Answer:      [['Taxi', 'Living Out Loud', 'Bringing Down the House', 'Joyful Noise', 'Set It Off', 'Last Holiday', 'The Secret Life of Bees', 'Beauty Shop', 'Just Wright']]
Predicted Ans:    Set It Off
Predicted Path:   Arctic Tale --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Set It Off
Path (Raw):       Arctic Tale --[starred_actors]--> Queen Latifah --[No Operation]--> Queen Latifah --[(INV) starred_actors]--> Set It Off
Neg LogProb(↓):   0.718167
Path Entropy(↓):  1.024231
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film intermission were in which genres
Start Entity:     Intermission
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Intermission --[directed_by]--> John Crowley --[(INV) directed_by]--> Intermission --[has_genre]--> Comedy
Path (Raw):       Intermission --[directed_by]--> John Crowley --[(INV) directed_by]--> Intermission --[has_genre]--> Comedy
Neg LogProb(↓):   0.056106
Path Entropy(↓):  0.247360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the director that directed delirious
Start Entity:     Delirious
Gold Answer:      [['Tom DiCillo']]
Predicted Ans:    Tom DiCillo
Predicted Path:   Delirious --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Living in Oblivion --[directed_by]--> Tom DiCillo
Path (Raw):       Delirious --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Living in Oblivion --[directed_by]--> Tom DiCillo
Neg LogProb(↓):   0.002120
Path Entropy(↓):  0.016468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by donald everett axinn fall under
Start Entity:     Donald Everett Axinn
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Donald Everett Axinn --[(INV) written_by]--> Spin --[has_genre]--> Comedy
Path (Raw):       Donald Everett Axinn --[No Operation]--> Donald Everett Axinn --[(INV) written_by]--> Spin --[has_genre]--> Comedy
Neg LogProb(↓):   0.403881
Path Entropy(↓):  0.635779
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was lance comfort the director for
Start Entity:     Lance Comfort
Gold Answer:      [['Hotel Reserve']]
Predicted Ans:    Hotel Reserve
Predicted Path:   Lance Comfort --[(INV) directed_by]--> Hotel Reserve --[directed_by]--> Mutz Greenbaum --[(INV) directed_by]--> Hotel Reserve
Path (Raw):       Lance Comfort --[(INV) directed_by]--> Hotel Reserve --[directed_by]--> Mutz Greenbaum --[(INV) directed_by]--> Hotel Reserve
Neg LogProb(↓):   0.012170
Path Entropy(↓):  0.065535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of philip g. epstein
Start Entity:     Philip G. Epstein
Gold Answer:      [['Kenneth Earl', 'Joseph Kesselring', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'George S. Kaufman', 'Richard Brooks', 'F. Scott Fitzgerald', 'Julius J. Epstein', 'Fyodor Dostoevsky', 'Moss Hart']]
Predicted Ans:    Moss Hart
Predicted Path:   Philip G. Epstein --[(INV) written_by]--> The Man Who Came to Dinner --[written_by]--> Moss Hart
Path (Raw):       Philip G. Epstein --[No Operation]--> Philip G. Epstein --[(INV) written_by]--> The Man Who Came to Dinner --[written_by]--> Moss Hart
Neg LogProb(↓):   0.258046
Path Entropy(↓):  0.838152
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of trio also wrote which films
Start Entity:     Trio
Gold Answer:      [['Rain', 'Christmas Holiday', "The Razor's Edge", 'The Letter', 'Being Julia', 'Too Many Husbands', 'The Painted Veil', 'Of Human Bondage', 'The Beachcomber', 'Quartet', 'Secret Agent']]
Predicted Ans:    The Razor's Edge
Predicted Path:   Trio --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Razor's Edge
Path (Raw):       Trio --[written_by]--> W. Somerset Maugham --[(INV) written_by]--> The Razor's Edge --[No Operation]--> The Razor's Edge
Neg LogProb(↓):   1.552873
Path Entropy(↓):  2.236089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the impostors
Start Entity:     The Impostors
Gold Answer:      [['Stanley Tucci', 'Tony Shalhoub']]
Predicted Ans:    Stanley Tucci
Predicted Path:   The Impostors --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[starred_actors]--> Stanley Tucci
Path (Raw):       The Impostors --[directed_by]--> Stanley Tucci --[(INV) directed_by]--> The Impostors --[starred_actors]--> Stanley Tucci
Neg LogProb(↓):   0.096042
Path Entropy(↓):  0.306288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor audie england is a co - star of who
Start Entity:     Audie England
Gold Answer:      [['Costas Mandylor']]
Predicted Ans:    Costas Mandylor
Predicted Path:   Audie England --[(INV) starred_actors]--> Delta of Venus --[starred_actors]--> Costas Mandylor
Path (Raw):       Audie England --[No Operation]--> Audie England --[(INV) starred_actors]--> Delta of Venus --[starred_actors]--> Costas Mandylor
Neg LogProb(↓):   0.028107
Path Entropy(↓):  0.126710
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of crime wave
Start Entity:     Crime Wave
Gold Answer:      [['John Paizs']]
Predicted Ans:    André De Toth
Predicted Path:   Crime Wave --[directed_by]--> André De Toth --[(INV) directed_by]--> Springfield Rifle --[directed_by]--> André De Toth
Path (Raw):       Crime Wave --[directed_by]--> André De Toth --[(INV) directed_by]--> Springfield Rifle --[directed_by]--> André De Toth
Neg LogProb(↓):   0.046582
Path Entropy(↓):  0.216225
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the wog boy
Start Entity:     The Wog Boy
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Wog Boy --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Path (Raw):       The Wog Boy --[release_year]--> 2000 --[(INV) release_year]--> Ready to Rumble --[release_year]--> 2000
Neg LogProb(↓):   2.992950
Path Entropy(↓):  4.309328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote house of women
Start Entity:     House of Women
Gold Answer:      [['Louise Fazenda', 'Richard Kiley', 'Lon Chaney', 'Johnny Arthur', 'John McIntire', 'Agnes Moorehead', 'Vincent Price', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   House of Women --[written_by]--> Crane Wilbur --[(INV) written_by]--> The Monster --[starred_actors]--> Roberto Benigni
Path (Raw):       House of Women --[written_by]--> Crane Wilbur --[(INV) written_by]--> The Monster --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.624970
Path Entropy(↓):  0.824908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by phil flores
Start Entity:     Phil Flores
Gold Answer:      [['Cory Knauf', 'Bret Roberts', 'Taylor Cole']]
Predicted Ans:    Cory Knauf
Predicted Path:   Phil Flores --[(INV) written_by]--> The Violent Kind --[starred_actors]--> Cory Knauf
Path (Raw):       Phil Flores --[No Operation]--> Phil Flores --[(INV) written_by]--> The Violent Kind --[starred_actors]--> Cory Knauf
Neg LogProb(↓):   0.001451
Path Entropy(↓):  0.011434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by my son john actors
Start Entity:     My Son John
Gold Answer:      [['Gladys Lehman', 'Patricia Highsmith', 'Richard Connell', 'Marion Hargrove', 'Dalton Trumbo', 'Ted W. Lawson']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   My Son John --[starred_actors]--> Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo --[written_by]--> Dalton Trumbo
Path (Raw):       My Son John --[starred_actors]--> Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.018440
Path Entropy(↓):  0.118301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with white sands fall under
Start Entity:     White Sands
Gold Answer:      [['Thriller', 'Mystery', 'Comedy']]
Predicted Ans:    Crime
Predicted Path:   White Sands --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands --[has_genre]--> Crime
Path (Raw):       White Sands --[written_by]--> Daniel Pyne --[(INV) written_by]--> White Sands --[has_genre]--> Crime
Neg LogProb(↓):   0.000761
Path Entropy(↓):  0.006734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies written by bibi naceri
Start Entity:     Bibi Naceri
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Bibi Naceri --[(INV) written_by]--> Brick Mansions --[release_year]--> 2014
Path (Raw):       Bibi Naceri --[No Operation]--> Bibi Naceri --[(INV) written_by]--> Brick Mansions --[release_year]--> 2014
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in seven men from now
Start Entity:     Seven Men from Now
Gold Answer:      [['Western', 'Musical', 'Short', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Seven Men from Now --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       Seven Men from Now --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   1.423845
Path Entropy(↓):  1.788781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed dolphin tale 2
Start Entity:     Dolphin Tale 2
Gold Answer:      [['Charles Martin Smith']]
Predicted Ans:    Charles Martin Smith
Predicted Path:   Dolphin Tale 2 --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker --[directed_by]--> Charles Martin Smith
Path (Raw):       Dolphin Tale 2 --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker --[directed_by]--> Charles Martin Smith
Neg LogProb(↓):   0.003168
Path Entropy(↓):  0.021488
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by helen prejean release
Start Entity:     Helen Prejean
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Helen Prejean --[(INV) written_by]--> Dead Man Walking --[release_year]--> 1995
Path (Raw):       Helen Prejean --[No Operation]--> Helen Prejean --[(INV) written_by]--> Dead Man Walking --[release_year]--> 1995
Neg LogProb(↓):   0.000563
Path Entropy(↓):  0.004772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the trouble with angels actors
Start Entity:     The Trouble with Angels
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Trouble with Angels --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> The Women --[in_language]--> English
Path (Raw):       The Trouble with Angels --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> The Women --[in_language]--> English
Neg LogProb(↓):   0.693154
Path Entropy(↓):  0.693234
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in trishna also appears in which films
Start Entity:     Trishna
Gold Answer:      [['Immortals', 'Ill Manors', 'The Reluctant Fundamentalist', 'Day of the Falcon']]
Predicted Ans:    The Reluctant Fundamentalist
Predicted Path:   Trishna --[starred_actors]--> Riz Ahmed --[(INV) starred_actors]--> The Reluctant Fundamentalist
Path (Raw):       Trishna --[starred_actors]--> Riz Ahmed --[No Operation]--> Riz Ahmed --[(INV) starred_actors]--> The Reluctant Fundamentalist
Neg LogProb(↓):   0.084486
Path Entropy(↓):  0.302732
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Brendan gleeson appears in which movies
Start Entity:     Brendan Gleeson
Gold Answer:      [['Into the Storm', "Harrison's Flowers", 'The General', 'The Grand Seduction', 'Calvary', 'The Smurfs 2', 'Lake Placid', 'Six Shooter', "The Tiger's Tail", 'Stonehearst Asylum', 'The Raven']]
Predicted Ans:    Brendan Gleeson
Predicted Path:   Brendan Gleeson --[(INV) starred_actors]--> Stonehearst Asylum --[starred_actors]--> Brendan Gleeson
Path (Raw):       Brendan Gleeson --[No Operation]--> Brendan Gleeson --[(INV) starred_actors]--> Stonehearst Asylum --[starred_actors]--> Brendan Gleeson
Neg LogProb(↓):   1.182099
Path Entropy(↓):  2.164218
Gold Hop Count:   1
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors of the screenwriter martin flavin
Start Entity:     Martin Flavin
Gold Answer:      [['Walter Huston', 'Phillips Holmes', 'Robert Montgomery', 'Chester Morris', 'Wallace Beery']]
Predicted Ans:    Wallace Beery
Predicted Path:   Martin Flavin --[(INV) written_by]--> The Big House --[starred_actors]--> Wallace Beery
Path (Raw):       Martin Flavin --[No Operation]--> Martin Flavin --[(INV) written_by]--> The Big House --[starred_actors]--> Wallace Beery
Neg LogProb(↓):   0.004110
Path Entropy(↓):  0.029704
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of mademoiselle
Start Entity:     Mademoiselle
Gold Answer:      [['Mahogany', 'The Border', 'The Charge of the Light Brigade', 'Tom Jones', 'The Loneliness of the Long Distance Runner', 'Look Back in Anger', 'A Delicate Balance', 'The Entertainer', 'Ned Kelly', 'The Hotel New Hampshire', 'Blue Sky', 'A Taste of Honey', 'Hamlet', 'The Loved One']]
Predicted Ans:    Hamlet
Predicted Path:   Mademoiselle --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet
Path (Raw):       Mademoiselle --[No Operation]--> Mademoiselle --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet
Neg LogProb(↓):   0.199264
Path Entropy(↓):  0.783712
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the limits of control are directed by who
Start Entity:     The Limits of Control
Gold Answer:      [['Amy Redford', 'Lasse Hallström', 'Claire Denis']]
Predicted Ans:    Claire Denis
Predicted Path:   The Limits of Control --[starred_actors]--> Isaach De Bankolé --[(INV) starred_actors]--> Chocolat --[directed_by]--> Claire Denis
Path (Raw):       The Limits of Control --[starred_actors]--> Isaach De Bankolé --[(INV) starred_actors]--> Chocolat --[directed_by]--> Claire Denis
Neg LogProb(↓):   0.410533
Path Entropy(↓):  0.650442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie nekromantik 2
Start Entity:     Nekromantik 2
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Nekromantik 2 --[release_year]--> 1991 --[(INV) release_year]--> Delusion --[release_year]--> 1991
Path (Raw):       Nekromantik 2 --[release_year]--> 1991 --[(INV) release_year]--> Delusion --[release_year]--> 1991
Neg LogProb(↓):   3.304961
Path Entropy(↓):  4.497168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of navot papushado written films
Start Entity:     Navot Papushado
Gold Answer:      [['Aharon Keshales']]
Predicted Ans:    Navot Papushado
Predicted Path:   Navot Papushado --[(INV) directed_by]--> Big Bad Wolves --[written_by]--> Navot Papushado
Path (Raw):       Navot Papushado --[No Operation]--> Navot Papushado --[(INV) directed_by]--> Big Bad Wolves --[written_by]--> Navot Papushado
Neg LogProb(↓):   0.494296
Path Entropy(↓):  1.248815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did odoardo spadaro act in
Start Entity:     Odoardo Spadaro
Gold Answer:      [['The Golden Coach']]
Predicted Ans:    The Golden Coach
Predicted Path:   Odoardo Spadaro --[(INV) starred_actors]--> The Golden Coach --[written_by]--> Renzo Avanzo --[(INV) written_by]--> The Golden Coach
Path (Raw):       Odoardo Spadaro --[(INV) starred_actors]--> The Golden Coach --[written_by]--> Renzo Avanzo --[(INV) written_by]--> The Golden Coach
Neg LogProb(↓):   0.943530
Path Entropy(↓):  1.094551
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the robocop director
Start Entity:     RoboCop
Gold Answer:      [['Documentary', 'Drama', 'War', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   RoboCop --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange --[has_genre]--> War
Path (Raw):       RoboCop --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange --[has_genre]--> War
Neg LogProb(↓):   0.432027
Path Entropy(↓):  1.161924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in analyze this
Start Entity:     Analyze This
Gold Answer:      [['Italian', 'English', 'French', 'Russian']]
Predicted Ans:    Italian
Predicted Path:   Analyze This --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Analyze This --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.111566
Path Entropy(↓):  0.408657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by the night strangler writers
Start Entity:     The Night Strangler
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Night Strangler --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       The Night Strangler --[written_by]--> Richard Matheson --[(INV) written_by]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.002876
Path Entropy(↓):  0.023501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of open season 2 starred who
Start Entity:     Open Season 2
Gold Answer:      [['Will Ferrell', 'Frank Welker']]
Predicted Ans:    Will Ferrell
Predicted Path:   Open Season 2 --[directed_by]--> Matthew O'Callaghan --[(INV) directed_by]--> Curious George --[starred_actors]--> Will Ferrell
Path (Raw):       Open Season 2 --[directed_by]--> Matthew O'Callaghan --[(INV) directed_by]--> Curious George --[starred_actors]--> Will Ferrell
Neg LogProb(↓):   0.098185
Path Entropy(↓):  0.400091
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lauren lopez starred movies
Start Entity:     Lauren Lopez
Gold Answer:      [['Matt Lang']]
Predicted Ans:    Matt Lang
Predicted Path:   Lauren Lopez --[(INV) starred_actors]--> A Very Potter Sequel --[directed_by]--> Matt Lang
Path (Raw):       Lauren Lopez --[No Operation]--> Lauren Lopez --[(INV) starred_actors]--> A Very Potter Sequel --[directed_by]--> Matt Lang
Neg LogProb(↓):   0.008083
Path Entropy(↓):  0.046849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the designated mourner
Start Entity:     The Designated Mourner
Gold Answer:      [['Josephine Hart', 'Robert Altman', 'Robert Harling', 'Joel Schumacher', 'Robert Harris', 'Andrew Kevin Walker', 'Gaston Leroux', 'Patrick McGrath', 'Ted Lewis', 'Nash Edgerton', 'Shelagh Delaney', 'Mike Hodges', 'Kevin Yagher', 'David Michôd', 'Andrew Lloyd Webber', 'Julian Fellowes', 'Washington Irving', 'Larry McMurtry']]
Predicted Ans:    Tim Burton
Predicted Path:   The Designated Mourner --[starred_actors]--> Miranda Richardson --[(INV) starred_actors]--> Sleepy Hollow --[directed_by]--> Tim Burton
Path (Raw):       The Designated Mourner --[starred_actors]--> Miranda Richardson --[(INV) starred_actors]--> Sleepy Hollow --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.439935
Path Entropy(↓):  1.287725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by sergio leone were in which genres
Start Entity:     Sergio Leone
Gold Answer:      [['Drama', 'Western', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       Sergio Leone --[No Operation]--> Sergio Leone --[(INV) written_by]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   0.137039
Path Entropy(↓):  0.404572
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by ice cube were written by who
Start Entity:     Ice Cube
Gold Answer:      [['David O. Russell', 'Matt Johnson', 'Phil Hay', 'Matt Manfredi', 'Greg Coolidge', 'Hank Nelken', 'John Carpenter', 'Jason Mantzoukas', 'Greg Latter', 'Darrell Roodt', 'Robert Zemeckis', 'Bob Gale', 'John Ridley', 'David E. Talbert']]
Predicted Ans:    Ice Cube
Predicted Path:   Ice Cube --[(INV) starred_actors]--> Friday --[written_by]--> Ice Cube
Path (Raw):       Ice Cube --[No Operation]--> Ice Cube --[(INV) starred_actors]--> Friday --[written_by]--> Ice Cube
Neg LogProb(↓):   0.752871
Path Entropy(↓):  1.363086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by adam bernstein were in which genres
Start Entity:     Adam Bernstein
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adam Bernstein --[(INV) directed_by]--> It's Pat --[has_genre]--> Comedy
Path (Raw):       Adam Bernstein --[No Operation]--> Adam Bernstein --[(INV) directed_by]--> It's Pat --[has_genre]--> Comedy
Neg LogProb(↓):   0.008725
Path Entropy(↓):  0.049876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie very good girls were released in which years
Start Entity:     Very Good Girls
Gold Answer:      [['1975', '2009', '2001', '2008', '2003', '2005', '2010', '2004', '2012', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Very Good Girls --[starred_actors]--> Elizabeth Olsen --[(INV) starred_actors]--> Oldboy --[release_year]--> 2013
Path (Raw):       Very Good Girls --[starred_actors]--> Elizabeth Olsen --[(INV) starred_actors]--> Oldboy --[release_year]--> 2013
Neg LogProb(↓):   0.915439
Path Entropy(↓):  1.522112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the frozen north
Start Entity:     The Frozen North
Gold Answer:      [['Western', 'Short', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Frozen North --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[has_genre]--> Comedy
Path (Raw):       The Frozen North --[written_by]--> Buster Keaton --[(INV) written_by]--> The Goat --[has_genre]--> Comedy
Neg LogProb(↓):   1.031399
Path Entropy(↓):  1.967319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of switching goals also starred in which films
Start Entity:     Switching Goals
Gold Answer:      [['How the West Was Fun', 'New York Minute', 'When in Rome', 'It Takes Two', "To Grandmother's House We Go"]]
Predicted Ans:    When in Rome
Predicted Path:   Switching Goals --[starred_actors]--> Ashley Olsen --[(INV) starred_actors]--> When in Rome
Path (Raw):       Switching Goals --[starred_actors]--> Ashley Olsen --[No Operation]--> Ashley Olsen --[(INV) starred_actors]--> When in Rome
Neg LogProb(↓):   0.044924
Path Entropy(↓):  0.239967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by basil rathbone in
Start Entity:     Basil Rathbone
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       Basil Rathbone --[No Operation]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.001087
Path Entropy(↓):  0.009997
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did eleazar lipsky write
Start Entity:     Eleazar Lipsky
Gold Answer:      [['Kiss of Death']]
Predicted Ans:    Kiss of Death
Predicted Path:   Eleazar Lipsky --[(INV) written_by]--> Kiss of Death --[written_by]--> Eleazar Lipsky --[(INV) written_by]--> Kiss of Death
Path (Raw):       Eleazar Lipsky --[(INV) written_by]--> Kiss of Death --[written_by]--> Eleazar Lipsky --[(INV) written_by]--> Kiss of Death
Neg LogProb(↓):   2.079882
Path Entropy(↓):  2.083563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by peter sallis
Start Entity:     Peter Sallis
Gold Answer:      [['Nick Park']]
Predicted Ans:    Nick Park
Predicted Path:   Peter Sallis --[(INV) starred_actors]--> The Wrong Trousers --[written_by]--> Nick Park
Path (Raw):       Peter Sallis --[No Operation]--> Peter Sallis --[(INV) starred_actors]--> The Wrong Trousers --[written_by]--> Nick Park
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film confessions of a teenage drama queen
Start Entity:     Confessions of a Teenage Drama Queen
Gold Answer:      [['drama', 'comedy', 'lindsay lohan']]
Predicted Ans:    lindsay lohan
Predicted Path:   Confessions of a Teenage Drama Queen --[has_tags]--> lindsay lohan --[(INV) has_tags]--> Just My Luck --[has_tags]--> lindsay lohan
Path (Raw):       Confessions of a Teenage Drama Queen --[has_tags]--> lindsay lohan --[(INV) has_tags]--> Just My Luck --[has_tags]--> lindsay lohan
Neg LogProb(↓):   0.001253
Path Entropy(↓):  0.010480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the wave were released in which years
Start Entity:     The Wave
Gold Answer:      [['1998', '1980', '1972', '1971', '2003', '2012', '1996', '2006', '1969']]
Predicted Ans:    2012
Predicted Path:   The Wave --[starred_actors]--> Bruce Davison --[(INV) starred_actors]--> The Lords of Salem --[release_year]--> 2012
Path (Raw):       The Wave --[starred_actors]--> Bruce Davison --[(INV) starred_actors]--> The Lords of Salem --[release_year]--> 2012
Neg LogProb(↓):   0.684549
Path Entropy(↓):  1.138390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of tarzan, the ape man
Start Entity:     Tarzan, the Ape Man
Gold Answer:      [['Tony Goldwyn', 'Casper Van Dien', 'Glenn Close', "Maureen O'Sullivan", 'Caroline Munro', 'Brian Blessed', 'Patrick Wayne', 'Doug McClure', 'Julie Bishop', 'Buster Crabbe', 'Gordon Scott', 'Willem Dafoe', 'Kellan Lutz', 'Peter Cushing', 'Lex Barker', 'Neil Hamilton', 'Brenda Joyce', 'Minnie Driver', 'Jaime Ray Newman', 'Spencer Locke', 'Jane March', 'Taylor Kitsch', 'Susan Penhaligon', 'Lynn Collins', 'Samantha Morton', 'Evelyn Ankers', 'Elmo Lincoln', 'Johnny Weissmuller', 'Albert Dekker', 'Steven Waddington', 'Anthony Quayle', 'John McEnery', 'C. Aubrey Smith', 'Keith Barron']]
Predicted Ans:    Doug McClure
Predicted Path:   Tarzan, the Ape Man --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[starred_actors]--> Doug McClure
Path (Raw):       Tarzan, the Ape Man --[written_by]--> Edgar Rice Burroughs --[(INV) written_by]--> The People That Time Forgot --[starred_actors]--> Doug McClure
Neg LogProb(↓):   0.058308
Path Entropy(↓):  0.302151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does adam beach appear in
Start Entity:     Adam Beach
Gold Answer:      [['Ice Soldiers']]
Predicted Ans:    Ice Soldiers
Predicted Path:   Adam Beach --[(INV) starred_actors]--> Ice Soldiers --[starred_actors]--> Adam Beach --[(INV) starred_actors]--> Ice Soldiers
Path (Raw):       Adam Beach --[(INV) starred_actors]--> Ice Soldiers --[starred_actors]--> Adam Beach --[(INV) starred_actors]--> Ice Soldiers
Neg LogProb(↓):   0.002150
Path Entropy(↓):  0.016764
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie in bloom
Start Entity:     In Bloom
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   In Bloom --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       In Bloom --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.299085
Path Entropy(↓):  4.637842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by dr. jekyll and ms. hyde screenwriters
Start Entity:     Dr. Jekyll and Ms. Hyde
Gold Answer:      [['Animation', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Horror
Predicted Path:   Dr. Jekyll and Ms. Hyde --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[has_genre]--> Horror
Path (Raw):       Dr. Jekyll and Ms. Hyde --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> The Body Snatcher --[has_genre]--> Horror
Neg LogProb(↓):   0.159468
Path Entropy(↓):  0.579969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the rite
Start Entity:     The Rite
Gold Answer:      [['The Human Stain', 'Redbelt', 'Surviving Picasso', 'Fracture', 'Slipstream', 'Proof', 'The Lion in Winter', 'Magic', 'Meet Joe Black', 'Amistad', 'Instinct', 'Bad Company', 'Nixon', 'Legends of the Fall', 'Titus', 'August', 'Freejack', 'The Elephant Man', 'Hamlet', "The World's Fastest Indian", 'Thor', 'Noah', 'Hearts in Atlantis', 'Latitudes', 'The Road to Wellville', 'Predators', 'Beowulf', 'Red Dragon', 'Only God Knows', 'Desperate Hours', 'Hitchcock', 'Hannibal', "All the King's Men", 'The Edge', 'Audrey Rose', 'The Bounty', 'The Remains of the Day', 'You Will Meet a Tall Dark Stranger']]
Predicted Ans:    Hamlet
Predicted Path:   The Rite --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Path (Raw):       The Rite --[starred_actors]--> Anthony Hopkins --[No Operation]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   1.563397
Path Entropy(↓):  2.278189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of closer
Start Entity:     Closer
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Closer --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Closer --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.458253
Path Entropy(↓):  4.615768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of scandal sheet
Start Entity:     Scandal Sheet
Gold Answer:      [['Samuel Fuller', 'Barry Shear']]
Predicted Ans:    Samuel Fuller
Predicted Path:   Scandal Sheet --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[directed_by]--> Samuel Fuller
Path (Raw):       Scandal Sheet --[written_by]--> Samuel Fuller --[(INV) written_by]--> I Shot Jesse James --[directed_by]--> Samuel Fuller
Neg LogProb(↓):   0.733941
Path Entropy(↓):  1.227416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie what's in a name? in
Start Entity:     What's in a Name?
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   What's in a Name? --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       What's in a Name? --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.094505
Path Entropy(↓):  3.182295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the bourne identity
Start Entity:     The Bourne Identity
Gold Answer:      [['1983', '2000', '2009', '1992', '2004', '1985', '2012', '2007']]
Predicted Ans:    2002
Predicted Path:   The Bourne Identity --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[release_year]--> 2002
Path (Raw):       The Bourne Identity --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Identity --[release_year]--> 2002
Neg LogProb(↓):   0.483259
Path Entropy(↓):  1.259758
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of hunting elephants
Start Entity:     Hunting Elephants
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Hunting Elephants --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Hunting Elephants --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.421224
Path Entropy(↓):  4.464398
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote kiki's delivery service
Start Entity:     Kiki's Delivery Service
Gold Answer:      [['Hayao Miyazaki', 'Toby Wilkins', 'Takashi Shimizu']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Kiki's Delivery Service --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Castle in the Sky --[directed_by]--> Hayao Miyazaki
Path (Raw):       Kiki's Delivery Service --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Castle in the Sky --[directed_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.518315
Path Entropy(↓):  1.510710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the cradle of fear director
Start Entity:     Cradle of Fear
Gold Answer:      [['Alex Chandon']]
Predicted Ans:    Alex Chandon
Predicted Path:   Cradle of Fear --[directed_by]--> Alex Chandon --[(INV) directed_by]--> Cradle of Fear --[written_by]--> Alex Chandon
Path (Raw):       Cradle of Fear --[directed_by]--> Alex Chandon --[(INV) directed_by]--> Cradle of Fear --[written_by]--> Alex Chandon
Neg LogProb(↓):   0.062452
Path Entropy(↓):  0.232332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by rowland v. lee
Start Entity:     Rowland V. Lee
Gold Answer:      [['Robert Vernay', 'Alexandre Dumas père', 'Georges Neveux']]
Predicted Ans:    Rowland V. Lee
Predicted Path:   Rowland V. Lee --[(INV) directed_by]--> The Count of Monte Cristo --[written_by]--> Rowland V. Lee
Path (Raw):       Rowland V. Lee --[No Operation]--> Rowland V. Lee --[(INV) directed_by]--> The Count of Monte Cristo --[written_by]--> Rowland V. Lee
Neg LogProb(↓):   0.604077
Path Entropy(↓):  1.103457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of films whose writers also wrote sebastian
Start Entity:     Sebastian
Gold Answer:      [['Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Sebastian --[written_by]--> Leo Marks --[(INV) written_by]--> Peeping Tom --[directed_by]--> Michael Powell
Path (Raw):       Sebastian --[written_by]--> Leo Marks --[(INV) written_by]--> Peeping Tom --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.063815
Path Entropy(↓):  0.231951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is savior about
Start Entity:     Savior
Gold Answer:      [['dennis quaid']]
Predicted Ans:    ben foster
Predicted Path:   Savior --[has_tags]--> dennis quaid --[(INV) has_tags]--> Pandorum --[has_tags]--> ben foster
Path (Raw):       Savior --[has_tags]--> dennis quaid --[(INV) has_tags]--> Pandorum --[has_tags]--> ben foster
Neg LogProb(↓):   0.023603
Path Entropy(↓):  0.112341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote winter sleep
Start Entity:     Winter Sleep
Gold Answer:      [['2008', '2006', '2011', '1999']]
Predicted Ans:    2006
Predicted Path:   Winter Sleep --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Climates --[release_year]--> 2006
Path (Raw):       Winter Sleep --[written_by]--> Nuri Bilge Ceylan --[(INV) written_by]--> Climates --[release_year]--> 2006
Neg LogProb(↓):   0.230455
Path Entropy(↓):  0.596784
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by george washington slept here writers
Start Entity:     George Washington Slept Here
Gold Answer:      [['English']]
Predicted Ans:    Broadway Melody of 1936
Predicted Path:   George Washington Slept Here --[written_by]--> Moss Hart --[(INV) written_by]--> Broadway Melody of 1936
Path (Raw):       George Washington Slept Here --[written_by]--> Moss Hart --[(INV) written_by]--> Broadway Melody of 1936 --[No Operation]--> Broadway Melody of 1936
Neg LogProb(↓):   0.354265
Path Entropy(↓):  0.653519
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies that share actors with rainbow valley in
Start Entity:     Rainbow Valley
Gold Answer:      [['French', 'Swahili', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Rainbow Valley --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Rainbow Valley --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.006343
Path Entropy(↓):  0.045039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of charlotte gray
Start Entity:     Charlotte Gray
Gold Answer:      [['Little Women', 'My Brilliant Career', 'Mrs. Soffel', 'Death Defying Acts', 'Oscar and Lucinda']]
Predicted Ans:    Little Women
Predicted Path:   Charlotte Gray --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Little Women
Path (Raw):       Charlotte Gray --[No Operation]--> Charlotte Gray --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Little Women
Neg LogProb(↓):   0.101348
Path Entropy(↓):  0.367134
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by ruby actors
Start Entity:     Ruby
Gold Answer:      [['James Glickenhaus', 'Bruce Joel Rubin', 'Eddie Murphy', 'Zalman King', 'Bruce Willis', 'John Leekley', 'Evan Rhodes', 'Daryl Haney', 'Rick Shaughnessy', 'Brian S. Kalata', 'Todd Berger', 'Spike Lee', 'Jennifer Chambers Lynch', 'Fernando Trueba']]
Predicted Ans:    Stephen Davis
Predicted Path:   Ruby --[starred_actors]--> Sherilyn Fenn --[(INV) starred_actors]--> Ruby --[written_by]--> Stephen Davis
Path (Raw):       Ruby --[starred_actors]--> Sherilyn Fenn --[(INV) starred_actors]--> Ruby --[written_by]--> Stephen Davis
Neg LogProb(↓):   0.134314
Path Entropy(↓):  0.411671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with indian summer
Start Entity:     Indian Summer
Gold Answer:      [['Reign Over Me', 'The Upside of Anger', 'Crossing the Bridge', 'Man About Town']]
Predicted Ans:    Crossing the Bridge
Predicted Path:   Indian Summer --[written_by]--> Mike Binder --[(INV) written_by]--> Crossing the Bridge
Path (Raw):       Indian Summer --[written_by]--> Mike Binder --[(INV) written_by]--> Crossing the Bridge --[No Operation]--> Crossing the Bridge
Neg LogProb(↓):   0.346478
Path Entropy(↓):  0.838792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie phenomena
Start Entity:     Phenomena
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Phenomena --[directed_by]--> Dario Argento --[(INV) directed_by]--> Do You Like Hitchcock? --[directed_by]--> Dario Argento
Path (Raw):       Phenomena --[directed_by]--> Dario Argento --[(INV) directed_by]--> Do You Like Hitchcock? --[directed_by]--> Dario Argento
Neg LogProb(↓):   0.385837
Path Entropy(↓):  1.000030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of nixon was
Start Entity:     Nixon
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Nixon --[directed_by]--> Oliver Stone --[(INV) directed_by]--> South of the Border --[directed_by]--> Oliver Stone
Path (Raw):       Nixon --[directed_by]--> Oliver Stone --[(INV) directed_by]--> South of the Border --[directed_by]--> Oliver Stone
Neg LogProb(↓):   0.569505
Path Entropy(↓):  1.051953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of laurence merrick written movies
Start Entity:     Laurence Merrick
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Laurence Merrick --[(INV) written_by]--> Manson --[release_year]--> 1973
Path (Raw):       Laurence Merrick --[No Operation]--> Laurence Merrick --[(INV) written_by]--> Manson --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of eric meza directed movies
Start Entity:     Eric Meza
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Eric Meza --[(INV) directed_by]--> The Breaks --[release_year]--> 1999
Path (Raw):       Eric Meza --[No Operation]--> Eric Meza --[(INV) directed_by]--> The Breaks --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did robert siodmak write the story for
Start Entity:     Robert Siodmak
Gold Answer:      [['Conflict']]
Predicted Ans:    Conflict
Predicted Path:   Robert Siodmak --[(INV) written_by]--> Conflict --[written_by]--> Alfred Neumann --[(INV) written_by]--> Conflict
Path (Raw):       Robert Siodmak --[(INV) written_by]--> Conflict --[written_by]--> Alfred Neumann --[(INV) written_by]--> Conflict
Neg LogProb(↓):   0.591297
Path Entropy(↓):  0.891926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of a warm december
Start Entity:     A Warm December
Gold Answer:      [['1980', '1975', '1972', '1990', '1982', '1974', '1977']]
Predicted Ans:    1974
Predicted Path:   A Warm December --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[release_year]--> 1974
Path (Raw):       A Warm December --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[release_year]--> 1974
Neg LogProb(↓):   1.000398
Path Entropy(↓):  1.660576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by rob zombie release
Start Entity:     Rob Zombie
Gold Answer:      [['1978', '2009', '2003', '2005', '1981', '2012', '2007']]
Predicted Ans:    1978
Predicted Path:   Rob Zombie --[(INV) written_by]--> Halloween --[release_year]--> 1978
Path (Raw):       Rob Zombie --[No Operation]--> Rob Zombie --[(INV) written_by]--> Halloween --[release_year]--> 1978
Neg LogProb(↓):   1.370396
Path Entropy(↓):  2.120011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by maurice elvey
Start Entity:     Maurice Elvey
Gold Answer:      [['Albert Lieven', 'Fay Wray', 'Lilli Palmer', 'Claude Rains', 'Cedric Hardwicke']]
Predicted Ans:    Cedric Hardwicke
Predicted Path:   Maurice Elvey --[(INV) directed_by]--> Beware of Pity --[starred_actors]--> Cedric Hardwicke
Path (Raw):       Maurice Elvey --[No Operation]--> Maurice Elvey --[(INV) directed_by]--> Beware of Pity --[starred_actors]--> Cedric Hardwicke
Neg LogProb(↓):   0.004160
Path Entropy(↓):  0.029501
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the fearless hyena were directed by who
Start Entity:     The Fearless Hyena
Gold Answer:      [['Vincent Kok', 'Jackie Chan', 'Benny Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   The Fearless Hyena --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[directed_by]--> Jackie Chan
Path (Raw):       The Fearless Hyena --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[directed_by]--> Jackie Chan
Neg LogProb(↓):   0.617448
Path Entropy(↓):  1.292793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with weekend in
Start Entity:     Weekend
Gold Answer:      [['Vietnamese', 'French']]
Predicted Ans:    French
Predicted Path:   Weekend --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[in_language]--> French
Path (Raw):       Weekend --[starred_actors]--> Jean Yanne --[(INV) starred_actors]--> We Won't Grow Old Together --[in_language]--> French
Neg LogProb(↓):   0.027082
Path Entropy(↓):  0.126671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the slumdog millionaire director
Start Entity:     Slumdog Millionaire
Gold Answer:      [['Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Slumdog Millionaire --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[has_genre]--> Crime
Path (Raw):       Slumdog Millionaire --[directed_by]--> Danny Boyle --[(INV) directed_by]--> Shallow Grave --[has_genre]--> Crime
Neg LogProb(↓):   0.299895
Path Entropy(↓):  0.599216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by justin bartha
Start Entity:     Justin Bartha
Gold Answer:      [['Jon Turteltaub', 'Bart Freundlich', 'Kevin Asch', 'Todd Phillips']]
Predicted Ans:    Todd Phillips
Predicted Path:   Justin Bartha --[(INV) starred_actors]--> The Hangover Part III --[directed_by]--> Todd Phillips
Path (Raw):       Justin Bartha --[No Operation]--> Justin Bartha --[(INV) starred_actors]--> The Hangover Part III --[directed_by]--> Todd Phillips
Neg LogProb(↓):   0.146547
Path Entropy(↓):  0.490304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of little odessa
Start Entity:     Little Odessa
Gold Answer:      [['The Yards', 'Two Lovers', 'We Own the Night', 'The Immigrant']]
Predicted Ans:    The Yards
Predicted Path:   Little Odessa --[directed_by]--> James Gray --[(INV) directed_by]--> The Yards
Path (Raw):       Little Odessa --[directed_by]--> James Gray --[(INV) directed_by]--> The Yards --[No Operation]--> The Yards
Neg LogProb(↓):   0.672798
Path Entropy(↓):  1.140873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of reasonable doubt
Start Entity:     Reasonable Doubt
Gold Answer:      [['Peter Howitt']]
Predicted Ans:    Peter Howitt
Predicted Path:   Reasonable Doubt --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Radio Rebel --[directed_by]--> Peter Howitt
Path (Raw):       Reasonable Doubt --[directed_by]--> Peter Howitt --[(INV) directed_by]--> Radio Rebel --[directed_by]--> Peter Howitt
Neg LogProb(↓):   0.691968
Path Entropy(↓):  0.694489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by francis de croisset release
Start Entity:     Francis de Croisset
Gold Answer:      [['1941', '1932', '1938']]
Predicted Ans:    1941
Predicted Path:   Francis de Croisset --[(INV) written_by]--> A Woman's Face --[release_year]--> 1941
Path (Raw):       Francis de Croisset --[No Operation]--> Francis de Croisset --[(INV) written_by]--> A Woman's Face --[release_year]--> 1941
Neg LogProb(↓):   1.179830
Path Entropy(↓):  1.550907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film drifting clouds
Start Entity:     Drifting Clouds
Gold Answer:      [['2008', '1990', '2002', '1986', '2011']]
Predicted Ans:    1990
Predicted Path:   Drifting Clouds --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[release_year]--> 1990
Path (Raw):       Drifting Clouds --[starred_actors]--> Kati Outinen --[(INV) starred_actors]--> The Match Factory Girl --[release_year]--> 1990
Neg LogProb(↓):   0.564247
Path Entropy(↓):  1.164898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by doris davenport
Start Entity:     Doris Davenport
Gold Answer:      [['Jo Swerling', 'Niven Busch', 'Stuart N. Lake']]
Predicted Ans:    Jo Swerling
Predicted Path:   Doris Davenport --[(INV) starred_actors]--> The Westerner --[written_by]--> Jo Swerling
Path (Raw):       Doris Davenport --[No Operation]--> Doris Davenport --[(INV) starred_actors]--> The Westerner --[written_by]--> Jo Swerling
Neg LogProb(↓):   0.178681
Path Entropy(↓):  0.458345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by matt bush
Start Entity:     Matt Bush
Gold Answer:      [['2012', '2010']]
Predicted Ans:    2010
Predicted Path:   Matt Bush --[(INV) starred_actors]--> Nice Guy Johnny --[release_year]--> 2010
Path (Raw):       Matt Bush --[No Operation]--> Matt Bush --[(INV) starred_actors]--> Nice Guy Johnny --[release_year]--> 2010
Neg LogProb(↓):   0.000056
Path Entropy(↓):  0.000600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does dabney coleman appear in
Start Entity:     Dabney Coleman
Gold Answer:      [['Hot to Trot', 'Tootsie', 'WarGames', 'Short Time', 'Bad Ronald', 'Modern Problems', 'Where the Heart Is', 'The Man with One Red Shoe', 'Clifford']]
Predicted Ans:    Honey, I Shrunk the Kids
Predicted Path:   Dabney Coleman --[(INV) starred_actors]--> Short Time --[starred_actors]--> Matt Frewer --[(INV) starred_actors]--> Honey, I Shrunk the Kids
Path (Raw):       Dabney Coleman --[(INV) starred_actors]--> Short Time --[starred_actors]--> Matt Frewer --[(INV) starred_actors]--> Honey, I Shrunk the Kids
Neg LogProb(↓):   0.783232
Path Entropy(↓):  1.626234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film the mortal storm was directed by who
Start Entity:     The Mortal Storm
Gold Answer:      [['Frank Borzage']]
Predicted Ans:    Frank Borzage
Predicted Path:   The Mortal Storm --[directed_by]--> Frank Borzage --[(INV) directed_by]--> The Mortal Storm --[directed_by]--> Frank Borzage
Path (Raw):       The Mortal Storm --[directed_by]--> Frank Borzage --[(INV) directed_by]--> The Mortal Storm --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.961437
Path Entropy(↓):  1.394420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film surrogates
Start Entity:     Surrogates
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Surrogates --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Surrogates --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.748375
Path Entropy(↓):  3.101120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with tony leech
Start Entity:     Tony Leech
Gold Answer:      [['Cory Edwards', 'Todd Edwards']]
Predicted Ans:    Tony Leech
Predicted Path:   Tony Leech --[(INV) directed_by]--> Hoodwinked! --[directed_by]--> Tony Leech
Path (Raw):       Tony Leech --[No Operation]--> Tony Leech --[(INV) directed_by]--> Hoodwinked! --[directed_by]--> Tony Leech
Neg LogProb(↓):   0.019712
Path Entropy(↓):  0.099366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films for the writer of the circle
Start Entity:     The Circle
Gold Answer:      [['Jafar Panahi', 'Andrei Tarkovsky', 'Kambuzia Partovi', 'Mojtaba Mirtahmasb', 'Mårten Klingberg']]
Predicted Ans:    Jafar Panahi
Predicted Path:   The Circle --[written_by]--> Jafar Panahi --[(INV) written_by]--> Offside --[directed_by]--> Jafar Panahi
Path (Raw):       The Circle --[written_by]--> Jafar Panahi --[(INV) written_by]--> Offside --[directed_by]--> Jafar Panahi
Neg LogProb(↓):   0.731190
Path Entropy(↓):  1.206639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by hitoshi takagi were written by who
Start Entity:     Hitoshi Takagi
Gold Answer:      [['Hayao Miyazaki']]
Predicted Ans:    Hayao Miyazaki
Predicted Path:   Hitoshi Takagi --[(INV) starred_actors]--> My Neighbor Totoro --[written_by]--> Hayao Miyazaki
Path (Raw):       Hitoshi Takagi --[No Operation]--> Hitoshi Takagi --[(INV) starred_actors]--> My Neighbor Totoro --[written_by]--> Hayao Miyazaki
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does cheryl hines star in
Start Entity:     Cheryl Hines
Gold Answer:      [['Space Chimps', 'The Grand', 'Bart Got a Room']]
Predicted Ans:    Bart Got a Room
Predicted Path:   Cheryl Hines --[(INV) starred_actors]--> Bart Got a Room --[starred_actors]--> Alia Shawkat --[(INV) starred_actors]--> Bart Got a Room
Path (Raw):       Cheryl Hines --[(INV) starred_actors]--> Bart Got a Room --[starred_actors]--> Alia Shawkat --[(INV) starred_actors]--> Bart Got a Room
Neg LogProb(↓):   0.692742
Path Entropy(↓):  1.093366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the grapes of wrath also wrote movies
Start Entity:     The Grapes of Wrath
Gold Answer:      [['Along Came Jones', 'The Mudlark', 'The Wayward Bus', 'Cannery Row', 'Phone Call from a Stranger', 'Three Came Home', 'East of Eden', 'The Woman in the Window', 'Lifeboat', 'La perla', 'The Dark Mirror', 'Viva Zapata!', 'Tortilla Flat', 'Casanova Brown', 'Night People', 'The Keys of the Kingdom', 'Black Widow', "Take Her, She's Mine", 'How to Marry a Millionaire', 'The House of Rothschild', 'Jesse James', 'Of Mice and Men', 'The Red Pony']]
Predicted Ans:    Three Came Home
Predicted Path:   The Grapes of Wrath --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home
Path (Raw):       The Grapes of Wrath --[written_by]--> Nunnally Johnson --[(INV) written_by]--> Three Came Home --[No Operation]--> Three Came Home
Neg LogProb(↓):   1.084640
Path Entropy(↓):  1.998832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by these three writers release
Start Entity:     These Three
Gold Answer:      [['1963', '2008', '1935', '1961', '1941', '1977', '1943']]
Predicted Ans:    1961
Predicted Path:   These Three --[written_by]--> Lillian Hellman --[(INV) written_by]--> The Children's Hour --[release_year]--> 1961
Path (Raw):       These Three --[written_by]--> Lillian Hellman --[(INV) written_by]--> The Children's Hour --[release_year]--> 1961
Neg LogProb(↓):   0.295418
Path Entropy(↓):  0.955822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of american hustle
Start Entity:     American Hustle
Gold Answer:      [['Flirting with Disaster', 'Spanking the Monkey', 'The Fighter', 'Silver Linings Playbook', 'I Heart Huckabees', 'Three Kings']]
Predicted Ans:    I Heart Huckabees
Predicted Path:   American Hustle --[directed_by]--> David O. Russell --[(INV) directed_by]--> I Heart Huckabees
Path (Raw):       American Hustle --[No Operation]--> American Hustle --[directed_by]--> David O. Russell --[(INV) directed_by]--> I Heart Huckabees
Neg LogProb(↓):   1.264937
Path Entropy(↓):  1.600317
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with leticia bredice
Start Entity:     Leticia Brédice
Gold Answer:      [['Gastón Pauls', 'Ricardo Darín']]
Predicted Ans:    Ricardo Darín
Predicted Path:   Leticia Brédice --[(INV) starred_actors]--> Nine Queens --[starred_actors]--> Ricardo Darín
Path (Raw):       Leticia Brédice --[No Operation]--> Leticia Brédice --[(INV) starred_actors]--> Nine Queens --[starred_actors]--> Ricardo Darín
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with bye bye monkey fall under
Start Entity:     Bye Bye Monkey
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bye Bye Monkey --[directed_by]--> Marco Ferreri --[(INV) directed_by]--> Dillinger Is Dead --[has_genre]--> Drama
Path (Raw):       Bye Bye Monkey --[directed_by]--> Marco Ferreri --[(INV) directed_by]--> Dillinger Is Dead --[has_genre]--> Drama
Neg LogProb(↓):   0.000153
Path Entropy(↓):  0.001646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for rising sun
Start Entity:     Rising Sun
Gold Answer:      [['Philip Kaufman', 'Michael Crichton', 'Michael Backes']]
Predicted Ans:    Philip Kaufman
Predicted Path:   Rising Sun --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Outlaw Josey Wales --[written_by]--> Philip Kaufman
Path (Raw):       Rising Sun --[written_by]--> Philip Kaufman --[(INV) written_by]--> The Outlaw Josey Wales --[written_by]--> Philip Kaufman
Neg LogProb(↓):   1.212801
Path Entropy(↓):  1.546626
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does peter bogdanovich act in
Start Entity:     Peter Bogdanovich
Gold Answer:      [['Humboldt County', 'The Dukes']]
Predicted Ans:    A Bronx Tale
Predicted Path:   Peter Bogdanovich --[(INV) starred_actors]--> The Dukes --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale
Path (Raw):       Peter Bogdanovich --[(INV) starred_actors]--> The Dukes --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale
Neg LogProb(↓):   0.566069
Path Entropy(↓):  1.112971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by wilson rawls
Start Entity:     Wilson Rawls
Gold Answer:      [['Dave Matthews', 'Joseph Ashton', 'Beverly Garland', 'Jack Ging', 'James Whitmore']]
Predicted Ans:    James Whitmore
Predicted Path:   Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows --[starred_actors]--> James Whitmore
Path (Raw):       Wilson Rawls --[No Operation]--> Wilson Rawls --[(INV) written_by]--> Where the Red Fern Grows --[starred_actors]--> James Whitmore
Neg LogProb(↓):   0.693256
Path Entropy(↓):  0.694370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with clements ripley
Start Entity:     Clements Ripley
Gold Answer:      [['John Huston', 'Abem Finkel', 'Louis Malle', 'Owen Davis']]
Predicted Ans:    John Huston
Predicted Path:   Clements Ripley --[(INV) written_by]--> Jezebel --[written_by]--> John Huston
Path (Raw):       Clements Ripley --[No Operation]--> Clements Ripley --[(INV) written_by]--> Jezebel --[written_by]--> John Huston
Neg LogProb(↓):   0.082385
Path Entropy(↓):  0.304250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed casshern
Start Entity:     Casshern
Gold Answer:      [['Kazuaki Kiriya']]
Predicted Ans:    Kazuaki Kiriya
Predicted Path:   Casshern --[directed_by]--> Kazuaki Kiriya --[(INV) directed_by]--> Goemon --[written_by]--> Kazuaki Kiriya
Path (Raw):       Casshern --[directed_by]--> Kazuaki Kiriya --[(INV) directed_by]--> Goemon --[written_by]--> Kazuaki Kiriya
Neg LogProb(↓):   0.019822
Path Entropy(↓):  0.097058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of extreme prejudice
Start Entity:     Extreme Prejudice
Gold Answer:      [['The Final Season', 'Blue Chips', 'Cannery Row', 'The Thin Red Line', 'Farewell to the King', 'Under Fire', "Who'll Stop the Rain", 'The Spiderwick Chronicles', 'Blue Sky', 'Teachers', 'Nixon', 'Everybody Wins', 'The Beautiful Country', 'Off the Black', 'Simpatico', 'The Good Thief', 'I Love Trouble', 'Sudden Death', 'Chicago 10', 'Neverwas', 'Trixie', 'Warrior', 'Cape Fear', 'North Dallas Forty', 'Weeds', '48 Hrs.', 'Rapid Fire', 'Three Fugitives', 'Down and Out in Beverly Hills', 'Afterglow', 'The Deep', 'Another 48 Hrs.', 'Northfork', 'Clean', 'Mother Night', 'Affliction', 'Mulholland Falls', 'Southern Comfort', 'A Breed Apart', 'The Mysteries of Pittsburgh', 'The Prince of Tides']]
Predicted Ans:    The Deep
Predicted Path:   Extreme Prejudice --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep
Path (Raw):       Extreme Prejudice --[starred_actors]--> Nick Nolte --[No Operation]--> Nick Nolte --[(INV) starred_actors]--> The Deep
Neg LogProb(↓):   1.108119
Path Entropy(↓):  1.899520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by ken selden
Start Entity:     Ken Selden
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Ken Selden --[(INV) written_by]--> Cherry Falls --[release_year]--> 2000
Path (Raw):       Ken Selden --[No Operation]--> Ken Selden --[(INV) written_by]--> Cherry Falls --[release_year]--> 2000
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with speedway in
Start Entity:     Speedway
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Speedway --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> G.I. Blues --[in_language]--> German
Path (Raw):       Speedway --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> G.I. Blues --[in_language]--> German
Neg LogProb(↓):   0.000543
Path Entropy(↓):  0.004956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Owen moore appears in which movies
Start Entity:     Owen Moore
Gold Answer:      [['She Done Him Wrong']]
Predicted Ans:    She Done Him Wrong
Predicted Path:   Owen Moore --[(INV) starred_actors]--> She Done Him Wrong --[starred_actors]--> Owen Moore --[(INV) starred_actors]--> She Done Him Wrong
Path (Raw):       Owen Moore --[(INV) starred_actors]--> She Done Him Wrong --[starred_actors]--> Owen Moore --[(INV) starred_actors]--> She Done Him Wrong
Neg LogProb(↓):   0.651439
Path Entropy(↓):  0.794290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of zorba the greek
Start Entity:     Zorba the Greek
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Zorba the Greek --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Zorba the Greek --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.688672
Path Entropy(↓):  4.805781
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie lone survivor were in which genres
Start Entity:     Lone Survivor
Gold Answer:      [['Drama', 'Sport', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Lone Survivor --[written_by]--> Marcus Luttrell --[(INV) written_by]--> Lone Survivor --[has_genre]--> Drama
Path (Raw):       Lone Survivor --[written_by]--> Marcus Luttrell --[(INV) written_by]--> Lone Survivor --[has_genre]--> Drama
Neg LogProb(↓):   0.651502
Path Entropy(↓):  0.896168
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of loulou
Start Entity:     Loulou
Gold Answer:      [['1968', '1972', '1991', '1916', '1985', '1987']]
Predicted Ans:    1916
Predicted Path:   Loulou --[written_by]--> Maurice Pialat --[(INV) written_by]--> Police --[release_year]--> 1916
Path (Raw):       Loulou --[written_by]--> Maurice Pialat --[(INV) written_by]--> Police --[release_year]--> 1916
Neg LogProb(↓):   0.871931
Path Entropy(↓):  1.637297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of robin hood
Start Entity:     Robin Hood
Gold Answer:      [['The Gaucho', 'Mr. Robinson Crusoe']]
Predicted Ans:    The Gaucho
Predicted Path:   Robin Hood --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> The Gaucho
Path (Raw):       Robin Hood --[No Operation]--> Robin Hood --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> The Gaucho
Neg LogProb(↓):   0.180408
Path Entropy(↓):  0.533577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film young people
Start Entity:     Young People
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Young People --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Young People --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.336262
Path Entropy(↓):  4.584668
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of high crimes
Start Entity:     High Crimes
Gold Answer:      [['Bill Paxton', 'Meryl Streep', 'Billy Bob Thornton', 'Don Cheadle', 'William Hurt', 'Denzel Washington', 'Tom Sizemore', 'Jennifer Beals', 'Tom Everett Scott', 'Cynda Williams', 'Renée Zellweger']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   High Crimes --[directed_by]--> Carl Franklin --[(INV) directed_by]--> One False Move --[starred_actors]--> Billy Bob Thornton
Path (Raw):       High Crimes --[directed_by]--> Carl Franklin --[(INV) directed_by]--> One False Move --[starred_actors]--> Billy Bob Thornton
Neg LogProb(↓):   0.486913
Path Entropy(↓):  0.831897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by howie long fall under
Start Entity:     Howie Long
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Howie Long --[(INV) starred_actors]--> Firestorm --[has_genre]--> Thriller
Path (Raw):       Howie Long --[No Operation]--> Howie Long --[(INV) starred_actors]--> Firestorm --[has_genre]--> Thriller
Neg LogProb(↓):   0.071634
Path Entropy(↓):  0.251378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was days and nights released
Start Entity:     Days and Nights
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Days and Nights --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Path (Raw):       Days and Nights --[release_year]--> 2014 --[(INV) release_year]--> The Rewrite --[release_year]--> 2014
Neg LogProb(↓):   2.533347
Path Entropy(↓):  3.913540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by mike judge
Start Entity:     Mike Judge
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mike Judge --[(INV) directed_by]--> Extract --[has_genre]--> Comedy
Path (Raw):       Mike Judge --[No Operation]--> Mike Judge --[(INV) directed_by]--> Extract --[has_genre]--> Comedy
Neg LogProb(↓):   0.196204
Path Entropy(↓):  0.468784
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in moon also appears in which movies
Start Entity:     Moon
Gold Answer:      [['Casino Jack', 'Horrible Bosses', 'Heist', 'Swimming with Sharks', 'Matchstick Men', 'The Life of David Gale', 'Iron Will', 'Inseparable', 'Beyond the Sea', 'The Shipping News', 'Shrink', 'American Beauty', 'Ordinary Decent Criminal', 'Edison', 'Glory Daze', 'Pay It Forward', '21', "Shackleton's Antarctic Adventure", 'Seven Psychopaths', 'A Time to Kill', 'Better Living Through Chemistry', 'L.A. Confidential', 'Father of Invention', 'Snow Angels', 'Midnight in the Garden of Good and Evil', 'Consenting Adults', 'Jerry and Tom', 'Superman Returns', 'Safe Men', 'Margin Call', 'The Ref', "A Bug's Life", 'Joshua', 'K-PAX', "Everybody's Fine", 'Outbreak', 'A Single Shot', 'Conviction', 'Confessions of a Dangerous Mind', 'The Negotiator', 'Lawn Dogs', 'The Men Who Stare at Goats', 'Clownhouse', 'The Winning Season']]
Predicted Ans:    The Life of David Gale
Predicted Path:   Moon --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale
Path (Raw):       Moon --[starred_actors]--> Kevin Spacey --[No Operation]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale
Neg LogProb(↓):   0.890789
Path Entropy(↓):  2.145754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the cottage
Start Entity:     The Cottage
Gold Answer:      [['London to Brighton', 'Cherry Tree Lane']]
Predicted Ans:    Cherry Tree Lane
Predicted Path:   The Cottage --[written_by]--> Paul Andrew Williams --[(INV) written_by]--> Cherry Tree Lane
Path (Raw):       The Cottage --[written_by]--> Paul Andrew Williams --[(INV) written_by]--> Cherry Tree Lane --[No Operation]--> Cherry Tree Lane
Neg LogProb(↓):   0.357833
Path Entropy(↓):  0.623207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by snake and mongoose actors release
Start Entity:     Snake and Mongoose
Gold Answer:      [['2000', '1964', '2003', '2005', '1999', '1994']]
Predicted Ans:    1999
Predicted Path:   Snake and Mongoose --[starred_actors]--> Noah Wyle --[(INV) starred_actors]--> Pirates of Silicon Valley --[release_year]--> 1999
Path (Raw):       Snake and Mongoose --[starred_actors]--> Noah Wyle --[(INV) starred_actors]--> Pirates of Silicon Valley --[release_year]--> 1999
Neg LogProb(↓):   0.521924
Path Entropy(↓):  0.909127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie a home at the end of the world
Start Entity:     A Home at the End of the World
Gold Answer:      [["Mary O'Hara", 'Michael Mayer']]
Predicted Ans:    Michael Mayer
Predicted Path:   A Home at the End of the World --[directed_by]--> Michael Mayer --[(INV) directed_by]--> Out in the Dark --[written_by]--> Michael Mayer
Path (Raw):       A Home at the End of the World --[directed_by]--> Michael Mayer --[(INV) directed_by]--> Out in the Dark --[written_by]--> Michael Mayer
Neg LogProb(↓):   0.639680
Path Entropy(↓):  0.770509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of two bits
Start Entity:     Two Bits
Gold Answer:      [['Perfect Stranger', 'The Corruptor', 'Confidence', 'Reckless', 'Fear', 'Glengarry Glen Ross', 'At Close Range', "Who's That Girl", 'After Dark, My Sweet', 'The Chamber']]
Predicted Ans:    Fear
Predicted Path:   Two Bits --[directed_by]--> James Foley --[(INV) directed_by]--> Fear
Path (Raw):       Two Bits --[No Operation]--> Two Bits --[directed_by]--> James Foley --[(INV) directed_by]--> Fear
Neg LogProb(↓):   0.790926
Path Entropy(↓):  1.610288
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the fountainhead
Start Entity:     The Fountainhead
Gold Answer:      [['Love Letters']]
Predicted Ans:    Love Letters
Predicted Path:   The Fountainhead --[written_by]--> Ayn Rand --[(INV) written_by]--> Love Letters
Path (Raw):       The Fountainhead --[written_by]--> Ayn Rand --[No Operation]--> Ayn Rand --[(INV) written_by]--> Love Letters
Neg LogProb(↓):   0.025281
Path Entropy(↓):  0.145175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the catered affair
Start Entity:     The Catered Affair
Gold Answer:      [['Battle Circus', 'The Last Time I Saw Paris', 'The Professionals', 'Something of Value', 'Wrong Is Right', 'Crisis', 'Looking for Mr. Goodbar', 'Take the High Ground!', 'In Cold Blood', 'Bite the Bullet', 'Lord Jim', 'Cat on a Hot Tin Roof', 'The Happy Ending', 'The Brothers Karamazov', '$', 'Elmer Gantry', 'Sweet Bird of Youth']]
Predicted Ans:    Cat on a Hot Tin Roof
Predicted Path:   The Catered Affair --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof
Path (Raw):       The Catered Affair --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof --[No Operation]--> Cat on a Hot Tin Roof
Neg LogProb(↓):   1.376387
Path Entropy(↓):  2.240282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of anything goes starred who
Start Entity:     Anything Goes
Gold Answer:      [['Mickey Rooney', 'Judy Garland', 'Yul Brynner', 'Marlene Dietrich', 'Helen Hayes', 'Meg Ryan', 'John Cusack', 'David Niven', 'Arthur Treacher', 'Fredric March', 'Stephen Rea', 'Kelsey Grammer', 'Ingrid Bergman', 'Sam Neill', 'Christopher Lloyd', 'Edward Everett Horton', 'Romola Garai', 'Melvyn Douglas', 'Herbert Marshall', 'Maurice Chevalier', 'Merle Oberon', 'Jeanette MacDonald']]
Predicted Ans:    Herbert Marshall
Predicted Path:   Anything Goes --[written_by]--> Guy Bolton --[(INV) written_by]--> Angel --[starred_actors]--> Herbert Marshall
Path (Raw):       Anything Goes --[written_by]--> Guy Bolton --[(INV) written_by]--> Angel --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.085772
Path Entropy(↓):  0.403889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film russian roulette were in which languages
Start Entity:     Russian Roulette
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Russian Roulette --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Russian Roulette --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.008039
Path Entropy(↓):  0.047501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in lonely are the brave
Start Entity:     Lonely Are the Brave
Gold Answer:      [['1980', '1970', '1946', '1954', '2003', '1959', '1993', '1916', '1967', '1979', '1974', '1977', '1968', '1963', '1998', '1957', '1951', '2004', '1982', '1973', '1953', '1994', '1947', '1956', '1931', '1983', '1976', '1995', '1948', '1971', '1972', '1990', '1996', '2002', '1981', '1961', '1986', '2013', '1962', '1988', '1934', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '2000', '1960', '2005', '1965', '1999', '1987', '1969', '1952', '1958']]
Predicted Ans:    1931
Predicted Path:   Lonely Are the Brave --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Path (Raw):       Lonely Are the Brave --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Neg LogProb(↓):   1.587589
Path Entropy(↓):  3.458131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of whirlpool
Start Entity:     Whirlpool
Gold Answer:      [['I Accuse!', "The Razor's Edge", "I'll Cry Tomorrow", 'The Return of Frank James', 'The Caine Mutiny', 'Heaven Can Wait', 'Branded', 'The Cockleshell Heroes', 'Lady in Cement', 'Call Northside 777', 'The Secret of Convict Lake', 'Guadalcanal Diary', 'The Ghost and Mrs. Muir', 'Moulin Rouge', 'The Left Hand of God', 'Crisis', 'A Walk in the Sun', 'The Woman on the Beach', 'Fallen Angel', 'New York Confidential', 'The Court-Martial of Billy Mitchell', 'Bengazi', 'The Brothers Rico', 'Plymouth Adventure', 'Ship of Fools', "The Farmer's Daughter", 'Rings on Her Fingers', 'Night and the City', 'Belle Starr', 'Days of Wine and Roses', 'The Mating Season', 'The Plainsman', 'Leave Her to Heaven', 'Miss Sadie Thompson', 'On the Riviera', 'Black Widow', 'A Bell for Adano', 'Brute Force', 'Dragonwyck', 'House of Strangers', 'Sundown', 'Passion Flower', 'Cyrano de Bergerac', 'The Shanghai Gesture', 'Where the Sidewalk Ends', 'Laura', 'Johnny Belinda', 'Of Mice and Men', 'Dynamite', 'Anna Christie', 'Tobacco Road', '13 Rue Madeleine']]
Predicted Ans:    Anna Christie
Predicted Path:   Whirlpool --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie
Path (Raw):       Whirlpool --[No Operation]--> Whirlpool --[starred_actors]--> Charles Bickford --[(INV) starred_actors]--> Anna Christie
Neg LogProb(↓):   0.363969
Path Entropy(↓):  1.253824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie iron man 2 were released in which years
Start Entity:     Iron Man 2
Gold Answer:      [['1980', '1946', '2008', '2003', '2006', '2007', '1998', '2009', '2010', '2004', '2014', '1932', '1995', '2001', '1996', '2002', '1981', '2012', '2011', '2013', '2000', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    2006
Predicted Path:   Iron Man 2 --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[release_year]--> 2006
Path (Raw):       Iron Man 2 --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost --[release_year]--> 2006
Neg LogProb(↓):   0.754839
Path Entropy(↓):  1.667306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jonas ball acted films
Start Entity:     Jonas Ball
Gold Answer:      [['Daniel Myrick', 'Andrew Piddington']]
Predicted Ans:    Daniel Myrick
Predicted Path:   Jonas Ball --[(INV) starred_actors]--> The Objective --[written_by]--> Daniel Myrick
Path (Raw):       Jonas Ball --[No Operation]--> Jonas Ball --[(INV) starred_actors]--> The Objective --[written_by]--> Daniel Myrick
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of the paradine case
Start Entity:     The Paradine Case
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    Easy Virtue
Predicted Path:   The Paradine Case --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue
Path (Raw):       The Paradine Case --[No Operation]--> The Paradine Case --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Easy Virtue
Neg LogProb(↓):   1.649190
Path Entropy(↓):  2.805087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of nevada smith also starred in which movies
Start Entity:     Nevada Smith
Gold Answer:      [['Nightfall', 'The Towering Inferno', 'Rancho Notorious', '5 Against the House', 'The Hunter', 'The Sting II', 'Baby Doll', 'Hotel', 'The Wind and the Lion', 'A Streetcar Named Desire', 'The Lusty Men', 'Hooper', 'Trial', 'The Great Escape', 'Meteor', 'The Blob', 'The Man from Laramie', 'Ruby Gentry', 'Run of the Arrow', 'Bullitt', 'The Reivers', 'Hell Is for Heroes', 'Fear Strikes Out', 'With Six You Get Eggroll', 'An Enemy of the People', 'Dead Ringer', 'The Hanging Tree', 'Soldier in the Rain', 'I Confess', 'The Magnificent Seven', 'Bright Victory', 'Nuts', 'The Cincinnati Kid', 'Take the High Ground!', 'The Rare Breed', 'Phantom of the Rue Morgue', 'Barabbas', 'Le Mans', 'Tom Horn', 'The Parent Trap', 'Patton', 'Elmer Gantry', 'Tight Spot', 'The Getaway', 'Papillon', 'Blue', 'Let Sleeping Corpses Lie', 'Baby the Rain Must Fall', 'The Mountain Men', 'The Thomas Crown Affair', "Sharky's Machine", 'Junior Bonner', 'The Sand Pebbles', 'The Deadly Companions', 'Pollyanna', 'One-Eyed Jacks', 'Love with the Proper Stranger', 'On the Waterfront', 'Bend of the River']]
Predicted Ans:    Elmer Gantry
Predicted Path:   Nevada Smith --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Elmer Gantry
Path (Raw):       Nevada Smith --[starred_actors]--> Arthur Kennedy --[No Operation]--> Arthur Kennedy --[(INV) starred_actors]--> Elmer Gantry
Neg LogProb(↓):   0.695023
Path Entropy(↓):  1.594572
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the hannie caulder director release
Start Entity:     Hannie Caulder
Gold Answer:      [['1970', '1964', '1966', '1971', '1991', '1973', '1967', '1969']]
Predicted Ans:    1971
Predicted Path:   Hannie Caulder --[directed_by]--> Burt Kennedy --[(INV) directed_by]--> Hannie Caulder --[release_year]--> 1971
Path (Raw):       Hannie Caulder --[directed_by]--> Burt Kennedy --[(INV) directed_by]--> Hannie Caulder --[release_year]--> 1971
Neg LogProb(↓):   1.515054
Path Entropy(↓):  1.936109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of ten is also the director of which films
Start Entity:     Ten
Gold Answer:      [['The Traveler', 'Homework', 'Like Someone in Love', 'The Report', 'Life, and Nothing More...', 'Close-Up', 'Taste of Cherry', 'Tickets', 'Certified Copy', 'The Wind Will Carry Us', 'Through the Olive Trees']]
Predicted Ans:    The Traveler
Predicted Path:   Ten --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> The Traveler
Path (Raw):       Ten --[No Operation]--> Ten --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> The Traveler
Neg LogProb(↓):   0.634025
Path Entropy(↓):  1.488088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film moonlight serenade were released in which years
Start Entity:     Moonlight Serenade
Gold Answer:      [['2000', '2008', '2005', '2010', '2014', '2012', '2011', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Moonlight Serenade --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[release_year]--> 2013
Path (Raw):       Moonlight Serenade --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[release_year]--> 2013
Neg LogProb(↓):   0.122091
Path Entropy(↓):  0.576436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe disclosure
Start Entity:     Disclosure
Gold Answer:      [['michael crichton', 'sexual harassment', 'michael douglas', 'demi moore']]
Predicted Ans:    sexual harassment
Predicted Path:   Disclosure --[has_tags]--> sexual harassment --[(INV) has_tags]--> Disclosure --[has_tags]--> sexual harassment
Path (Raw):       Disclosure --[has_tags]--> sexual harassment --[(INV) has_tags]--> Disclosure --[has_tags]--> sexual harassment
Neg LogProb(↓):   0.000267
Path Entropy(↓):  0.002632
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by boy on a dolphin actors
Start Entity:     Boy on a Dolphin
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Boy on a Dolphin --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> Branded --[has_genre]--> Western
Path (Raw):       Boy on a Dolphin --[starred_actors]--> Alan Ladd --[(INV) starred_actors]--> Branded --[has_genre]--> Western
Neg LogProb(↓):   1.080098
Path Entropy(↓):  1.981463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the mummy
Start Entity:     The Mummy
Gold Answer:      [['Music', 'Short', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Mummy --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Agora --[has_genre]--> Drama
Path (Raw):       The Mummy --[starred_actors]--> Rachel Weisz --[(INV) starred_actors]--> Agora --[has_genre]--> Drama
Neg LogProb(↓):   1.446073
Path Entropy(↓):  2.359725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by far from home actors
Start Entity:     Far from Home
Gold Answer:      [['Michael Sucsy', 'Rodney Gibbons', 'Frank Coraci', 'Dean Parisot', 'Kirk Jones', 'Antonia Bird', 'Katt Shea', 'Lewis Teague', 'Woody Allen', 'George Clooney', 'Giuseppe Tornatore', 'Gregg Champion', 'Karl Freund', 'Alex Cox', 'Wes Craven', 'Penny Marshall', 'Terence Fisher', 'Greg Beeman', 'Nanette Burstein', 'Danny DeVito', 'Herbert Ross', 'Raja Gosnell', 'Joe Johnston', 'Curtis Hanson', 'Phillip Borsos', 'Vicente Aranda', 'Mark Griffiths', 'McG', 'Peter Segal', 'Kiyoshi Kurosawa', 'Mark L. Lester', 'Tamra Davis', 'Jonathan Kaplan', 'Sidney Lanfield']]
Predicted Ans:    Kirk Jones
Predicted Path:   Far from Home --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Path (Raw):       Far from Home --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[directed_by]--> Kirk Jones
Neg LogProb(↓):   0.189574
Path Entropy(↓):  0.674838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film camp nowhere released
Start Entity:     Camp Nowhere
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Camp Nowhere --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Path (Raw):       Camp Nowhere --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Neg LogProb(↓):   3.192064
Path Entropy(↓):  4.466538
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of lady in cement
Start Entity:     Lady in Cement
Gold Answer:      [['Rough Night in Jericho', 'Tony Rome', 'Duel at Diablo']]
Predicted Ans:    Tony Rome
Predicted Path:   Lady in Cement --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome
Path (Raw):       Lady in Cement --[No Operation]--> Lady in Cement --[written_by]--> Marvin H. Albert --[(INV) written_by]--> Tony Rome
Neg LogProb(↓):   0.092738
Path Entropy(↓):  0.386201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of billy two hats starred who
Start Entity:     Billy Two Hats
Gold Answer:      [['Andrew McCarthy', 'Jonathan Silverman', 'Mac Davis', 'Donald Pleasence', 'Chips Rafferty', 'Gary Bond', 'Jane Fonda', 'Alec Baldwin', 'Nick Nolte', 'Reb Brown', 'Richard Jenkins', 'Jim Carrey', 'Brian Dennehy', 'Téa Leoni', 'Robert Stack', 'Tom Selleck', 'Richard Crenna', 'Sylvester Stallone', 'Gene Hackman', 'Eric McCormack', 'Fred Ward', 'Roma Downey', 'Richard Dreyfuss', 'George Segal']]
Predicted Ans:    George Segal
Predicted Path:   Billy Two Hats --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Fun with Dick and Jane --[starred_actors]--> George Segal
Path (Raw):       Billy Two Hats --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Fun with Dick and Jane --[starred_actors]--> George Segal
Neg LogProb(↓):   0.824552
Path Entropy(↓):  1.950774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The others is a film written by this person
Start Entity:     The Others
Gold Answer:      [['Alejandro Amenábar']]
Predicted Ans:    Mateo Gil
Predicted Path:   The Others --[written_by]--> Alejandro Amenábar --[(INV) written_by]--> Agora --[written_by]--> Mateo Gil
Path (Raw):       The Others --[written_by]--> Alejandro Amenábar --[(INV) written_by]--> Agora --[written_by]--> Mateo Gil
Neg LogProb(↓):   0.369073
Path Entropy(↓):  0.743608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in justin and the knights of valour
Start Entity:     Justin and the Knights of Valour
Gold Answer:      [['Pedro Almodóvar', 'Richard Eyre', 'Ron Shelton', 'Michael Crichton', 'Bruce Beresford', 'Richard Donner', 'Fernando Trueba', 'James Dearden', 'Alan Parker', 'Arne Glimcher', 'Oriol Paulo', 'David Frankel', 'Chris Miller', 'Tony Krantz', 'Stephen Poliakoff', 'Gary Trousdale', 'Peter Hall', 'John McTiernan', 'Gabe Ibáñez', 'Robert Rodriguez', 'Chandler Tuttle', 'Brian De Palma']]
Predicted Ans:    Brian De Palma
Predicted Path:   Justin and the Knights of Valour --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[directed_by]--> Brian De Palma
Path (Raw):       Justin and the Knights of Valour --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> Femme Fatale --[directed_by]--> Brian De Palma
Neg LogProb(↓):   1.428138
Path Entropy(↓):  2.082557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by joely richardson released
Start Entity:     Joely Richardson
Gold Answer:      [['2000', '1992', '1996', '1994', '2014', '1981', '2007']]
Predicted Ans:    1981
Predicted Path:   Joely Richardson --[(INV) starred_actors]--> Endless Love --[release_year]--> 1981
Path (Raw):       Joely Richardson --[No Operation]--> Joely Richardson --[(INV) starred_actors]--> Endless Love --[release_year]--> 1981
Neg LogProb(↓):   0.690225
Path Entropy(↓):  1.332439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of all the pretty horses
Start Entity:     All the Pretty Horses
Gold Answer:      [['Billy Bob Thornton']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   All the Pretty Horses --[directed_by]--> Billy Bob Thornton --[(INV) directed_by]--> Jayne Mansfield's Car --[written_by]--> Billy Bob Thornton
Path (Raw):       All the Pretty Horses --[directed_by]--> Billy Bob Thornton --[(INV) directed_by]--> Jayne Mansfield's Car --[written_by]--> Billy Bob Thornton
Neg LogProb(↓):   0.367449
Path Entropy(↓):  1.044997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by mani ratnam
Start Entity:     Mani Ratnam
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Mani Ratnam --[(INV) directed_by]--> Guru --[in_language]--> Hindi
Path (Raw):       Mani Ratnam --[No Operation]--> Mani Ratnam --[(INV) directed_by]--> Guru --[in_language]--> Hindi
Neg LogProb(↓):   0.000136
Path Entropy(↓):  0.001422
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of mr. bug goes to town was
Start Entity:     Mr. Bug Goes to Town
Gold Answer:      [['Dave Fleischer', 'Shamus Culhane']]
Predicted Ans:    Dave Fleischer
Predicted Path:   Mr. Bug Goes to Town --[directed_by]--> Dave Fleischer --[(INV) directed_by]--> Gulliver's Travels --[directed_by]--> Dave Fleischer
Path (Raw):       Mr. Bug Goes to Town --[directed_by]--> Dave Fleischer --[(INV) directed_by]--> Gulliver's Travels --[directed_by]--> Dave Fleischer
Neg LogProb(↓):   0.076987
Path Entropy(↓):  0.322949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by kamal haasan
Start Entity:     Kamal Haasan
Gold Answer:      [['Tamil', 'Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Kamal Haasan --[(INV) starred_actors]--> Hey Ram --[in_language]--> Hindi
Path (Raw):       Kamal Haasan --[No Operation]--> Kamal Haasan --[(INV) starred_actors]--> Hey Ram --[in_language]--> Hindi
Neg LogProb(↓):   0.064800
Path Entropy(↓):  0.234555
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of matt selman written movies
Start Entity:     Matt Selman
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Matt Selman --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Path (Raw):       Matt Selman --[No Operation]--> Matt Selman --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of cabin fever
Start Entity:     Cabin Fever
Gold Answer:      [['Christoph Waltz', 'Brad Pitt', 'Jay Hernandez', 'Eli Roth', 'Mélanie Laurent']]
Predicted Ans:    Brad Pitt
Predicted Path:   Cabin Fever --[directed_by]--> Eli Roth --[(INV) directed_by]--> Inglourious Basterds --[starred_actors]--> Brad Pitt
Path (Raw):       Cabin Fever --[directed_by]--> Eli Roth --[(INV) directed_by]--> Inglourious Basterds --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.042931
Path Entropy(↓):  0.175812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of poseidon
Start Entity:     Poseidon
Gold Answer:      [['Sam Wood', 'Ronald Neame', 'Don Chaffey', 'Irwin Allen']]
Predicted Ans:    Wolfgang Petersen
Predicted Path:   Poseidon --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[directed_by]--> Wolfgang Petersen
Path (Raw):       Poseidon --[written_by]--> Paul Gallico --[(INV) written_by]--> Poseidon --[directed_by]--> Wolfgang Petersen
Neg LogProb(↓):   0.219815
Path Entropy(↓):  0.599079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the ghost town director release
Start Entity:     Ghost Town
Gold Answer:      [['2004', '1996', '1999', '2015', '2012']]
Predicted Ans:    1999
Predicted Path:   Ghost Town --[directed_by]--> David Koepp --[(INV) directed_by]--> Stir of Echoes --[release_year]--> 1999
Path (Raw):       Ghost Town --[directed_by]--> David Koepp --[(INV) directed_by]--> Stir of Echoes --[release_year]--> 1999
Neg LogProb(↓):   1.089847
Path Entropy(↓):  1.554339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sylvia hoeks were in which genres
Start Entity:     Sylvia Hoeks
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Sylvia Hoeks --[(INV) starred_actors]--> The Best Offer --[has_genre]--> Mystery
Path (Raw):       Sylvia Hoeks --[No Operation]--> Sylvia Hoeks --[(INV) starred_actors]--> The Best Offer --[has_genre]--> Mystery
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with are you here in
Start Entity:     Are You Here
Gold Answer:      [['French', 'Italian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Are You Here --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       Are You Here --[starred_actors]--> Owen Wilson --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.199278
Path Entropy(↓):  0.494410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of scars of dracula
Start Entity:     Scars of Dracula
Gold Answer:      [['Ken Russell', 'Seth Holt', 'Mike Newell', 'Lambert Hillyer', 'Gary Shore', 'Tod Browning', 'Nick Murphy', 'Dario Argento', 'John Badham']]
Predicted Ans:    Dario Argento
Predicted Path:   Scars of Dracula --[written_by]--> Bram Stoker --[(INV) written_by]--> Dracula 3D --[directed_by]--> Dario Argento
Path (Raw):       Scars of Dracula --[written_by]--> Bram Stoker --[(INV) written_by]--> Dracula 3D --[directed_by]--> Dario Argento
Neg LogProb(↓):   1.819947
Path Entropy(↓):  1.752012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the brothers
Start Entity:     The Brothers
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Brothers --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Brothers --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.479237
Path Entropy(↓):  5.202653
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by jordan susman released
Start Entity:     Jordan Susman
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Jordan Susman --[(INV) written_by]--> The Anarchist Cookbook --[release_year]--> 2002
Path (Raw):       Jordan Susman --[No Operation]--> Jordan Susman --[(INV) written_by]--> The Anarchist Cookbook --[release_year]--> 2002
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by british intelligence actors
Start Entity:     British Intelligence
Gold Answer:      [['Short', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   British Intelligence --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[has_genre]--> Horror
Path (Raw):       British Intelligence --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> Black Sabbath --[has_genre]--> Horror
Neg LogProb(↓):   0.069821
Path Entropy(↓):  0.395334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the gun that won the west
Start Entity:     The Gun That Won the West
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   The Gun That Won the West --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       The Gun That Won the West --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   2.135722
Path Entropy(↓):  3.860111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the legend director
Start Entity:     Legend
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Legend --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[in_language]--> Japanese
Path (Raw):       Legend --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[in_language]--> Japanese
Neg LogProb(↓):   0.008729
Path Entropy(↓):  0.055251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by diary of a chambermaid actors
Start Entity:     Diary of a Chambermaid
Gold Answer:      [['David Lister', 'Kike Maíllo', 'Tony Richardson', 'Michelangelo Antonioni', 'Bertrand Bonello', 'François Truffaut', 'Kirk Wise', 'Ismail Merchant', 'Christophe Gans', 'Benoît Jacquot', 'Orson Welles', 'Jacques Demy', 'John Frankenheimer', 'Jean Cocteau', 'Joseph Losey', 'Louis Malle', 'Elia Kazan', 'Gary Trousdale']]
Predicted Ans:    Orson Welles
Predicted Path:   Diary of a Chambermaid --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Chimes at Midnight --[directed_by]--> Orson Welles
Path (Raw):       Diary of a Chambermaid --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Chimes at Midnight --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.800612
Path Entropy(↓):  1.281615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with summer lovers
Start Entity:     Summer Lovers
Gold Answer:      [["It's My Party"]]
Predicted Ans:    It's My Party
Predicted Path:   Summer Lovers --[written_by]--> Randal Kleiser --[(INV) written_by]--> It's My Party
Path (Raw):       Summer Lovers --[written_by]--> Randal Kleiser --[(INV) written_by]--> It's My Party --[No Operation]--> It's My Party
Neg LogProb(↓):   0.039967
Path Entropy(↓):  0.203824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by eileen april boylan in
Start Entity:     Eileen April Boylan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Eileen April Boylan --[(INV) starred_actors]--> Dakota Skye --[has_genre]--> Drama
Path (Raw):       Eileen April Boylan --[No Operation]--> Eileen April Boylan --[(INV) starred_actors]--> Dakota Skye --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of grave encounters 2
Start Entity:     Grave Encounters 2
Gold Answer:      [['John Poliquin']]
Predicted Ans:    John Poliquin
Predicted Path:   Grave Encounters 2 --[directed_by]--> John Poliquin --[(INV) directed_by]--> Grave Encounters 2 --[directed_by]--> John Poliquin
Path (Raw):       Grave Encounters 2 --[directed_by]--> John Poliquin --[(INV) directed_by]--> Grave Encounters 2 --[directed_by]--> John Poliquin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with kevin noland
Start Entity:     Kevin Noland
Gold Answer:      [['Mathieu Demy']]
Predicted Ans:    Kevin Noland
Predicted Path:   Kevin Noland --[(INV) directed_by]--> Americano --[directed_by]--> Kevin Noland
Path (Raw):       Kevin Noland --[No Operation]--> Kevin Noland --[(INV) directed_by]--> Americano --[directed_by]--> Kevin Noland
Neg LogProb(↓):   0.005192
Path Entropy(↓):  0.032419
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in san quentin also appears in which films
Start Entity:     San Quentin
Gold Answer:      [['They Drive by Night', 'Bombardier', 'Tokyo Joe', 'The Caine Mutiny', 'The Amazing Dr. Clitterhouse', 'Battle Circus', 'Sabrina', 'To Have and Have Not', 'Knock on Any Door', 'Sahara', 'Boy Meets Girl', 'Kings Row', 'Crack-Up', 'Torrid Zone', 'Dodge City', 'The African Queen', 'Dead End', 'Virginia City', 'The Barefoot Contessa', 'Key Largo', 'Marked Woman', 'The Return of Doctor X', 'The Fighting 69th', 'A Dangerous Profession', 'The Man Who Came to Dinner', 'Dark Victory', 'The Left Hand of God', 'City for Conquest', 'Here Comes the Navy', 'Up the River', 'Sirocco', 'Kid Galahad', 'Stand-In', 'Across the Pacific', 'The Oklahoma Kid', 'The Maltese Falcon', 'The Unfaithful', 'Action in the North Atlantic', 'The Boy with Green Hair', 'Black Legion', 'In a Lonely Place', 'Edge of Darkness', 'Dead Reckoning', 'The Front Page', 'Page Miss Glory', 'Beat the Devil', 'Conflict', 'Castle on the Hudson', 'Born Reckless', 'The Treasure of the Sierra Madre', 'Invisible Stripes', 'The Opposite Sex', 'The Enforcer', 'Passage to Marseille', 'Chain Lightning', 'George Washington Slept Here', 'The Harder They Fall', 'The Two Mrs. Carrolls', 'All Through the Night', 'Bullets or Ballots', 'The Desperate Hours', 'Casablanca', 'The Big Sleep', 'Brother Orchid', 'Dark Passage', 'High Sierra', "We're No Angels", 'The Roaring Twenties', 'Angels with Dirty Faces', 'I Was a Male War Bride']]
Predicted Ans:    Sabrina
Predicted Path:   San Quentin --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Path (Raw):       San Quentin --[starred_actors]--> Humphrey Bogart --[No Operation]--> Humphrey Bogart --[(INV) starred_actors]--> Sabrina
Neg LogProb(↓):   1.332068
Path Entropy(↓):  2.702192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of the stepfather
Start Entity:     The Stepfather
Gold Answer:      [['Brian Garfield', 'Carolyn Lefcourt', 'Donald E. Westlake']]
Predicted Ans:    Carolyn Lefcourt
Predicted Path:   The Stepfather --[written_by]--> Carolyn Lefcourt --[(INV) written_by]--> The Stepfather --[written_by]--> Carolyn Lefcourt
Path (Raw):       The Stepfather --[written_by]--> Carolyn Lefcourt --[(INV) written_by]--> The Stepfather --[written_by]--> Carolyn Lefcourt
Neg LogProb(↓):   2.587341
Path Entropy(↓):  3.092503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote dead reckoning
Start Entity:     Dead Reckoning
Gold Answer:      [['Sessue Hayakawa', 'Florence Marly', 'Helen Hayes', 'Claire Trevor', 'Cary Grant', 'Gary Cooper', 'John Carradine', 'Basil Rathbone', 'Adolphe Menjou', 'Dick Powell', 'Victor Mature', 'Debbie Reynolds', 'Carole Landis', 'George Raft', 'Akim Tamiroff', 'John Garfield', 'Signe Hasso', 'Betty Grable', 'Humphrey Bogart']]
Predicted Ans:    Cary Grant
Predicted Path:   Dead Reckoning --[written_by]--> Steve Fisher --[(INV) written_by]--> Destination Tokyo --[starred_actors]--> Cary Grant
Path (Raw):       Dead Reckoning --[written_by]--> Steve Fisher --[(INV) written_by]--> Destination Tokyo --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.013605
Path Entropy(↓):  0.077629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of 21 grams starred who
Start Entity:     21 Grams
Gold Answer:      [['Barry Pepper', 'Julio Cedillo', 'Dwight Yoakam', 'Tommy Lee Jones', 'Charlize Theron']]
Predicted Ans:    Sean Penn
Predicted Path:   21 Grams --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> 21 Grams --[starred_actors]--> Sean Penn
Path (Raw):       21 Grams --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> 21 Grams --[starred_actors]--> Sean Penn
Neg LogProb(↓):   0.700574
Path Entropy(↓):  0.918088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies starred by actors in broken
Start Entity:     Broken
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Broken --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[in_language]--> English
Path (Raw):       Broken --[starred_actors]--> Tim Roth --[(INV) starred_actors]--> Planet of the Apes --[in_language]--> English
Neg LogProb(↓):   0.419080
Path Entropy(↓):  0.681125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for la rabbia
Start Entity:     La rabbia
Gold Answer:      [['Pier Paolo Pasolini']]
Predicted Ans:    Pier Paolo Pasolini
Predicted Path:   La rabbia --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Love Meetings --[written_by]--> Pier Paolo Pasolini
Path (Raw):       La rabbia --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Love Meetings --[written_by]--> Pier Paolo Pasolini
Neg LogProb(↓):   0.064277
Path Entropy(↓):  0.315268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for stacy's knights
Start Entity:     Stacy's Knights
Gold Answer:      [['Jim Wilson']]
Predicted Ans:    Jim Wilson
Predicted Path:   Stacy's Knights --[directed_by]--> Jim Wilson --[(INV) directed_by]--> Head Above Water --[directed_by]--> Jim Wilson
Path (Raw):       Stacy's Knights --[directed_by]--> Jim Wilson --[(INV) directed_by]--> Head Above Water --[directed_by]--> Jim Wilson
Neg LogProb(↓):   0.008739
Path Entropy(↓):  0.054816
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by evelyn brent were directed by who
Start Entity:     Evelyn Brent
Gold Answer:      [['Pál Fejös', 'Josef von Sternberg']]
Predicted Ans:    Josef von Sternberg
Predicted Path:   Evelyn Brent --[(INV) starred_actors]--> The Last Command --[directed_by]--> Josef von Sternberg
Path (Raw):       Evelyn Brent --[No Operation]--> Evelyn Brent --[(INV) starred_actors]--> The Last Command --[directed_by]--> Josef von Sternberg
Neg LogProb(↓):   0.032586
Path Entropy(↓):  0.141834
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by paul mazursky
Start Entity:     Paul Mazursky
Gold Answer:      [['Chazz Palminteri']]
Predicted Ans:    Chazz Palminteri
Predicted Path:   Paul Mazursky --[(INV) starred_actors]--> Faithful --[written_by]--> Chazz Palminteri
Path (Raw):       Paul Mazursky --[No Operation]--> Paul Mazursky --[(INV) starred_actors]--> Faithful --[written_by]--> Chazz Palminteri
Neg LogProb(↓):   0.651646
Path Entropy(↓):  1.186451
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie diary of a mad black woman were released in which years
Start Entity:     Diary of a Mad Black Woman
Gold Answer:      [['2009', '2008', '2010', '2006', '2014', '2012', '2011', '2007']]
Predicted Ans:    2009
Predicted Path:   Diary of a Mad Black Woman --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[release_year]--> 2009
Path (Raw):       Diary of a Mad Black Woman --[written_by]--> Tyler Perry --[(INV) written_by]--> Madea Goes to Jail --[release_year]--> 2009
Neg LogProb(↓):   1.121449
Path Entropy(↓):  1.991185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the syrian bride were in which genres
Start Entity:     The Syrian Bride
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Syrian Bride --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[has_genre]--> Drama
Path (Raw):       The Syrian Bride --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[has_genre]--> Drama
Neg LogProb(↓):   0.000222
Path Entropy(↓):  0.002319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in punching the clown
Start Entity:     Punching the Clown
Gold Answer:      [['Henry Phillips']]
Predicted Ans:    Henry Phillips
Predicted Path:   Punching the Clown --[starred_actors]--> Henry Phillips --[(INV) starred_actors]--> Punching the Clown --[starred_actors]--> Henry Phillips
Path (Raw):       Punching the Clown --[starred_actors]--> Henry Phillips --[(INV) starred_actors]--> Punching the Clown --[starred_actors]--> Henry Phillips
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film bronson
Start Entity:     Bronson
Gold Answer:      [['2009', '2003', '1996', '1999', '2012', '2011', '2013']]
Predicted Ans:    2013
Predicted Path:   Bronson --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[release_year]--> 2013
Path (Raw):       Bronson --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[release_year]--> 2013
Neg LogProb(↓):   0.671143
Path Entropy(↓):  1.524393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the nanny diaries actors
Start Entity:     The Nanny Diaries
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Nanny Diaries --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> An American Rhapsody --[has_genre]--> Drama
Path (Raw):       The Nanny Diaries --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> An American Rhapsody --[has_genre]--> Drama
Neg LogProb(↓):   0.163494
Path Entropy(↓):  0.581013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film bullet for a badman
Start Entity:     Bullet for a Badman
Gold Answer:      [['Jesse Hibbs', 'Don Siegel', 'Kurt Neumann', 'Jack Arnold', 'Phillip Noyce', 'John Huston', 'William Witney', 'George Marshall', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Bullet for a Badman --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Bullet for a Badman --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.588095
Path Entropy(↓):  0.809187
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is wolfcop in
Start Entity:     WolfCop
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   WolfCop --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       WolfCop --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.698990
Path Entropy(↓):  3.886060
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is calvary
Start Entity:     Calvary
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Calvary --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Calvary --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   2.963132
Path Entropy(↓):  4.359597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed trial
Start Entity:     Trial
Gold Answer:      [['Mandarin', 'German']]
Predicted Ans:    German
Predicted Path:   Trial --[directed_by]--> Mark Robson --[(INV) directed_by]--> Von Ryan's Express --[in_language]--> German
Path (Raw):       Trial --[directed_by]--> Mark Robson --[(INV) directed_by]--> Von Ryan's Express --[in_language]--> German
Neg LogProb(↓):   0.008535
Path Entropy(↓):  0.050967
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by colin eggleston release
Start Entity:     Colin Eggleston
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Colin Eggleston --[(INV) directed_by]--> Long Weekend --[release_year]--> 1978
Path (Raw):       Colin Eggleston --[No Operation]--> Colin Eggleston --[(INV) directed_by]--> Long Weekend --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor rie rasmussen starred together with who
Start Entity:     Rie Rasmussen
Gold Answer:      [['Jamel Debbouze']]
Predicted Ans:    Jamel Debbouze
Predicted Path:   Rie Rasmussen --[(INV) starred_actors]--> Angel-A --[starred_actors]--> Jamel Debbouze
Path (Raw):       Rie Rasmussen --[No Operation]--> Rie Rasmussen --[(INV) starred_actors]--> Angel-A --[starred_actors]--> Jamel Debbouze
Neg LogProb(↓):   0.017683
Path Entropy(↓):  0.088255
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the fox were in which genres
Start Entity:     The Fox
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Fox --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Path (Raw):       The Fox --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Neg LogProb(↓):   0.019147
Path Entropy(↓):  0.107820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by austin o'brien in
Start Entity:     Austin O'Brien
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Austin O'Brien --[(INV) starred_actors]--> My Girl 2 --[has_genre]--> Comedy
Path (Raw):       Austin O'Brien --[No Operation]--> Austin O'Brien --[(INV) starred_actors]--> My Girl 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.407977
Path Entropy(↓):  0.637667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the love letter
Start Entity:     The Love Letter
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Love Letter --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[has_genre]--> Thriller
Path (Raw):       The Love Letter --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> In the Cut --[has_genre]--> Thriller
Neg LogProb(↓):   0.905462
Path Entropy(↓):  1.555265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for to each his own
Start Entity:     To Each His Own
Gold Answer:      [['Charles Brackett', 'Jacques Théry']]
Predicted Ans:    Billy Wilder
Predicted Path:   To Each His Own --[written_by]--> Charles Brackett --[(INV) written_by]--> Arise, My Love --[written_by]--> Billy Wilder
Path (Raw):       To Each His Own --[written_by]--> Charles Brackett --[(INV) written_by]--> Arise, My Love --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.943840
Path Entropy(↓):  1.606865
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor pauline moran co - starred with who
Start Entity:     Pauline Moran
Gold Answer:      [['Adrian Rawlins', 'Bernard Hepton', 'Sophie Stuckey', 'David Daker']]
Predicted Ans:    Pauline Moran
Predicted Path:   Pauline Moran --[(INV) starred_actors]--> The Woman in Black --[starred_actors]--> Pauline Moran
Path (Raw):       Pauline Moran --[No Operation]--> Pauline Moran --[(INV) starred_actors]--> The Woman in Black --[starred_actors]--> Pauline Moran
Neg LogProb(↓):   0.047345
Path Entropy(↓):  0.223488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films directed by the director of sunflower
Start Entity:     Sunflower
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Sunflower --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[in_language]--> Italian
Path (Raw):       Sunflower --[directed_by]--> Vittorio De Sica --[(INV) directed_by]--> After the Fox --[in_language]--> Italian
Neg LogProb(↓):   0.055245
Path Entropy(↓):  0.219746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jon hall starred movies
Start Entity:     Jon Hall
Gold Answer:      [['1944', '1942', '1999', '1974', '1937']]
Predicted Ans:    1942
Predicted Path:   Jon Hall --[(INV) starred_actors]--> Invisible Agent --[release_year]--> 1942
Path (Raw):       Jon Hall --[No Operation]--> Jon Hall --[(INV) starred_actors]--> Invisible Agent --[release_year]--> 1942
Neg LogProb(↓):   0.277111
Path Entropy(↓):  0.711260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the rocketeer actors
Start Entity:     The Rocketeer
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Rocketeer --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[has_genre]--> Horror
Path (Raw):       The Rocketeer --[starred_actors]--> Jennifer Connelly --[(INV) starred_actors]--> Phenomena --[has_genre]--> Horror
Neg LogProb(↓):   0.636180
Path Entropy(↓):  1.021840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the great ecstasy of woodcarver steiner
Start Entity:     The Great Ecstasy of Woodcarver Steiner
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[written_by]--> Werner Herzog
Path (Raw):       The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Little Dieter Needs to Fly --[written_by]--> Werner Herzog
Neg LogProb(↓):   0.831770
Path Entropy(↓):  1.710276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by alice arlen
Start Entity:     Alice Arlen
Gold Answer:      [['Helen Hunt', 'Mike Nichols']]
Predicted Ans:    Helen Hunt
Predicted Path:   Alice Arlen --[(INV) written_by]--> Then She Found Me --[directed_by]--> Helen Hunt
Path (Raw):       Alice Arlen --[No Operation]--> Alice Arlen --[(INV) written_by]--> Then She Found Me --[directed_by]--> Helen Hunt
Neg LogProb(↓):   0.002285
Path Entropy(↓):  0.016161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie ivan's childhood
Start Entity:     Ivan's Childhood
Gold Answer:      [['Andrei Tarkovsky']]
Predicted Ans:    Andrei Tarkovsky
Predicted Path:   Ivan's Childhood --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> Ivan's Childhood --[directed_by]--> Andrei Tarkovsky
Path (Raw):       Ivan's Childhood --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> Ivan's Childhood --[directed_by]--> Andrei Tarkovsky
Neg LogProb(↓):   0.082262
Path Entropy(↓):  0.307670
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie smoke signals were released in which years
Start Entity:     Smoke Signals
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Smoke Signals --[directed_by]--> Chris Eyre --[(INV) directed_by]--> Skins --[release_year]--> 2002
Path (Raw):       Smoke Signals --[directed_by]--> Chris Eyre --[(INV) directed_by]--> Skins --[release_year]--> 2002
Neg LogProb(↓):   0.199814
Path Entropy(↓):  0.473099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kim wilson written films
Start Entity:     Kim Wilson
Gold Answer:      [['Penny Marshall']]
Predicted Ans:    Penny Marshall
Predicted Path:   Kim Wilson --[(INV) written_by]--> A League of Their Own --[directed_by]--> Penny Marshall
Path (Raw):       Kim Wilson --[No Operation]--> Kim Wilson --[(INV) written_by]--> A League of Their Own --[directed_by]--> Penny Marshall
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie at middleton released
Start Entity:     At Middleton
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   At Middleton --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       At Middleton --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.052213
Path Entropy(↓):  4.434815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by linda larkin
Start Entity:     Linda Larkin
Gold Answer:      [['John Musker', 'Ron Clements']]
Predicted Ans:    Ron Clements
Predicted Path:   Linda Larkin --[(INV) starred_actors]--> Aladdin --[written_by]--> Ron Clements
Path (Raw):       Linda Larkin --[No Operation]--> Linda Larkin --[(INV) starred_actors]--> Aladdin --[written_by]--> Ron Clements
Neg LogProb(↓):   0.293805
Path Entropy(↓):  0.567309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the regeneration director release
Start Entity:     Regeneration
Gold Answer:      [['1976', '1949', '1933', '1930', '1939', '1951', '1942', '1940', '1953', '1947', '1945', '1941', '1955', '1956', '1943']]
Predicted Ans:    1953
Predicted Path:   Regeneration --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Lawless Breed --[release_year]--> 1953
Path (Raw):       Regeneration --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Lawless Breed --[release_year]--> 1953
Neg LogProb(↓):   2.055160
Path Entropy(↓):  2.837914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is shenandoah
Start Entity:     Shenandoah
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Shenandoah --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Shenandoah --[has_genre]--> War --[(INV) has_genre]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   1.636515
Path Entropy(↓):  2.534774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by don't come knocking writers
Start Entity:     Don't Come Knocking
Gold Answer:      [['French', 'Portuguese', 'Italian', 'German']]
Predicted Ans:    Sam Shepard
Predicted Path:   Don't Come Knocking --[written_by]--> Sam Shepard --[(INV) written_by]--> Fool for Love --[starred_actors]--> Sam Shepard
Path (Raw):       Don't Come Knocking --[written_by]--> Sam Shepard --[(INV) written_by]--> Fool for Love --[starred_actors]--> Sam Shepard
Neg LogProb(↓):   0.109273
Path Entropy(↓):  0.488220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the the killer director release
Start Entity:     The Killer
Gold Answer:      [['1998', '1997', '2008', '1950', '1990', '2003', '1992', '1993', '1991', '1996', '2002', '1979', '1986']]
Predicted Ans:    2003
Predicted Path:   The Killer --[directed_by]--> John Woo --[(INV) directed_by]--> Paycheck --[release_year]--> 2003
Path (Raw):       The Killer --[directed_by]--> John Woo --[(INV) directed_by]--> Paycheck --[release_year]--> 2003
Neg LogProb(↓):   1.262005
Path Entropy(↓):  2.087202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of a summer by the river
Start Entity:     A Summer by the River
Gold Answer:      [['2001', '2007', '2004']]
Predicted Ans:    2004
Predicted Path:   A Summer by the River --[written_by]--> Markku Pölönen --[(INV) written_by]--> Dog Nail Clipper --[release_year]--> 2004
Path (Raw):       A Summer by the River --[written_by]--> Markku Pölönen --[(INV) written_by]--> Dog Nail Clipper --[release_year]--> 2004
Neg LogProb(↓):   0.897794
Path Entropy(↓):  1.230338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the plastic age actors
Start Entity:     The Plastic Age
Gold Answer:      [['Lowell Sherman', 'Franklin J. Schaffner']]
Predicted Ans:    Franklin J. Schaffner
Predicted Path:   The Plastic Age --[starred_actors]--> Gilbert Roland --[(INV) starred_actors]--> Islands in the Stream --[directed_by]--> Franklin J. Schaffner
Path (Raw):       The Plastic Age --[starred_actors]--> Gilbert Roland --[(INV) starred_actors]--> Islands in the Stream --[directed_by]--> Franklin J. Schaffner
Neg LogProb(↓):   0.001470
Path Entropy(↓):  0.011724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in it started in naples
Start Entity:     It Started in Naples
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   It Started in Naples --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       It Started in Naples --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   2.139932
Path Entropy(↓):  3.033776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with scarlet street fall under
Start Entity:     Scarlet Street
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Scarlet Street --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Path (Raw):       Scarlet Street --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Neg LogProb(↓):   0.219305
Path Entropy(↓):  0.851823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with debra granik
Start Entity:     Debra Granik
Gold Answer:      [['Daniel Woodrell']]
Predicted Ans:    Debra Granik
Predicted Path:   Debra Granik --[(INV) written_by]--> Down to the Bone --[written_by]--> Debra Granik
Path (Raw):       Debra Granik --[No Operation]--> Debra Granik --[(INV) written_by]--> Down to the Bone --[written_by]--> Debra Granik
Neg LogProb(↓):   0.002730
Path Entropy(↓):  0.018839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by thandie newton were in which languages
Start Entity:     Thandie Newton
Gold Answer:      [['English', 'French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Thandie Newton --[(INV) starred_actors]--> Besieged --[in_language]--> Italian
Path (Raw):       Thandie Newton --[No Operation]--> Thandie Newton --[(INV) starred_actors]--> Besieged --[in_language]--> Italian
Neg LogProb(↓):   0.003523
Path Entropy(↓):  0.023679
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by daniel hendler
Start Entity:     Daniel Hendler
Gold Answer:      [['2001', '2004']]
Predicted Ans:    2004
Predicted Path:   Daniel Hendler --[(INV) starred_actors]--> Lost Embrace --[release_year]--> 2004
Path (Raw):       Daniel Hendler --[No Operation]--> Daniel Hendler --[(INV) starred_actors]--> Lost Embrace --[release_year]--> 2004
Neg LogProb(↓):   0.427573
Path Entropy(↓):  0.804829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director gerd oswald co - directed films with who
Start Entity:     Gerd Oswald
Gold Answer:      [['James Dearden']]
Predicted Ans:    James Dearden
Predicted Path:   Gerd Oswald --[(INV) directed_by]--> A Kiss Before Dying --[directed_by]--> James Dearden
Path (Raw):       Gerd Oswald --[No Operation]--> Gerd Oswald --[(INV) directed_by]--> A Kiss Before Dying --[directed_by]--> James Dearden
Neg LogProb(↓):   0.548850
Path Entropy(↓):  0.681070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by michael b. jordan
Start Entity:     Michael B. Jordan
Gold Answer:      [['Josh Trank', 'Max Landis', 'Tom Gormican', 'Ryan Coogler', 'Jerry LaMothe']]
Predicted Ans:    Tom Gormican
Predicted Path:   Michael B. Jordan --[(INV) starred_actors]--> That Awkward Moment --[written_by]--> Tom Gormican
Path (Raw):       Michael B. Jordan --[No Operation]--> Michael B. Jordan --[(INV) starred_actors]--> That Awkward Moment --[written_by]--> Tom Gormican
Neg LogProb(↓):   0.052153
Path Entropy(↓):  0.202114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote sidewalks of new york
Start Entity:     Sidewalks of New York
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sidewalks of New York --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Drama
Path (Raw):       Sidewalks of New York --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Drama
Neg LogProb(↓):   0.920157
Path Entropy(↓):  1.665056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by anders nilsson fall under
Start Entity:     Anders Nilsson
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Anders Nilsson --[(INV) written_by]--> Executive Protection --[has_genre]--> Action
Path (Raw):       Anders Nilsson --[No Operation]--> Anders Nilsson --[(INV) written_by]--> Executive Protection --[has_genre]--> Action
Neg LogProb(↓):   0.001404
Path Entropy(↓):  0.010672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was vince edwards an actor in
Start Entity:     Vince Edwards
Gold Answer:      [['The Killing', 'The Desperados']]
Predicted Ans:    Arrowhead
Predicted Path:   Vince Edwards --[(INV) starred_actors]--> The Desperados --[starred_actors]--> Jack Palance --[(INV) starred_actors]--> Arrowhead
Path (Raw):       Vince Edwards --[(INV) starred_actors]--> The Desperados --[starred_actors]--> Jack Palance --[(INV) starred_actors]--> Arrowhead
Neg LogProb(↓):   0.786179
Path Entropy(↓):  1.643498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the films directed by the southland tales director
Start Entity:     Southland Tales
Gold Answer:      [['Richard Kelly', 'A.J. Kparr', 'Richard Matheson']]
Predicted Ans:    Richard Kelly
Predicted Path:   Southland Tales --[directed_by]--> Richard Kelly --[(INV) directed_by]--> Donnie Darko --[written_by]--> Richard Kelly
Path (Raw):       Southland Tales --[directed_by]--> Richard Kelly --[(INV) directed_by]--> Donnie Darko --[written_by]--> Richard Kelly
Neg LogProb(↓):   0.296102
Path Entropy(↓):  0.614695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of dark of the sun
Start Entity:     Dark of the Sun
Gold Answer:      [['Aldo Ray', 'Van Heflin', 'Héctor Alterio', 'Norma Aleandro', 'Joan Bennett', 'Elizabeth Taylor', 'Robert De Niro', 'Henry Wilcoxon', 'Jack Carson', 'Raymond Massey', 'Sean Penn', 'Betsy Palmer', 'John Ireland', 'Demi Moore', 'Warren William', 'Peter Ustinov', 'Zachary Scott', 'Roger Moore', 'Rex Harrison', 'Claudette Colbert', 'Susannah York', 'Joan Crawford', 'Harry Belafonte', 'Eve Arden', 'Timothy Dalton', 'Richard Burton', 'Clark Gable', 'Barry Sullivan', 'Humphrey Bogart', 'Leonardo Sbaraglia', 'Natalia Oreiro', 'Bradford Dillman']]
Predicted Ans:    Joan Crawford
Predicted Path:   Dark of the Sun --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Path (Raw):       Dark of the Sun --[written_by]--> Ranald MacDougall --[(INV) written_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.308071
Path Entropy(↓):  0.929693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in music of the heart
Start Entity:     Music of the Heart
Gold Answer:      [['Meryl Streep']]
Predicted Ans:    Meryl Streep
Predicted Path:   Music of the Heart --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Dancing at Lughnasa --[starred_actors]--> Meryl Streep
Path (Raw):       Music of the Heart --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Dancing at Lughnasa --[starred_actors]--> Meryl Streep
Neg LogProb(↓):   0.031571
Path Entropy(↓):  0.181186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the anderson tapes were in which languages
Start Entity:     The Anderson Tapes
Gold Answer:      [['Irish', 'English', 'Japanese', 'Italian', 'German', 'Spanish']]
Predicted Ans:    English
Predicted Path:   The Anderson Tapes --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[in_language]--> English
Path (Raw):       The Anderson Tapes --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[in_language]--> English
Neg LogProb(↓):   0.136446
Path Entropy(↓):  0.481498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by soledad villamil were directed by who
Start Entity:     Soledad Villamil
Gold Answer:      [['Juan José Campanella']]
Predicted Ans:    Juan José Campanella
Predicted Path:   Soledad Villamil --[(INV) starred_actors]--> The Secret in Their Eyes --[directed_by]--> Juan José Campanella
Path (Raw):       Soledad Villamil --[No Operation]--> Soledad Villamil --[(INV) starred_actors]--> The Secret in Their Eyes --[directed_by]--> Juan José Campanella
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by bryan johnson
Start Entity:     Bryan Johnson
Gold Answer:      [["Brian O'Halloran"]]
Predicted Ans:    Brian O'Halloran
Predicted Path:   Bryan Johnson --[(INV) directed_by]--> Vulgar --[starred_actors]--> Brian O'Halloran
Path (Raw):       Bryan Johnson --[No Operation]--> Bryan Johnson --[(INV) directed_by]--> Vulgar --[starred_actors]--> Brian O'Halloran
Neg LogProb(↓):   0.000138
Path Entropy(↓):  0.001363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is dreams
Start Entity:     Dreams
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dreams --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Dreams --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.849143
Path Entropy(↓):  4.326203
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did justin lo act in
Start Entity:     Justin Lo
Gold Answer:      [['The Conrad Boys']]
Predicted Ans:    The Conrad Boys
Predicted Path:   Justin Lo --[(INV) starred_actors]--> The Conrad Boys --[starred_actors]--> Nick Bartzen --[(INV) starred_actors]--> The Conrad Boys
Path (Raw):       Justin Lo --[(INV) starred_actors]--> The Conrad Boys --[starred_actors]--> Nick Bartzen --[(INV) starred_actors]--> The Conrad Boys
Neg LogProb(↓):   0.000103
Path Entropy(↓):  0.001111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of war of the worlds starred who
Start Entity:     War of the Worlds
Gold Answer:      [['Dania Ramirez', 'Bruce Willis', 'Harrison Ford', 'Dwight Yoakam', 'Kirsten Dunst', 'Goldie Hawn', 'Sean Penn', 'Willem Dafoe', 'Nicolas Cage', 'Wil Wheaton', 'Forest Whitaker', 'Greg Kinnear', 'John Leguizamo', 'Penelope Ann Miller', 'Rob Lowe', 'Karen Allen', 'Meryl Streep', 'Andrew Divoff', 'James Spader', 'Johnny Depp', 'Isabella Rossellini', 'Cate Blanchett', 'Dermot Mulroney', 'Elisabeth Shue', 'Shia LaBeouf', 'Kyle MacLachlan', 'Carla Gugino', 'James Franco', 'Kristen Stewart', 'Sean Astin', 'Gary Sinise', 'John Turturro', 'Kevin Bacon', 'Al Pacino', 'Jodie Foster', 'Tobey Maguire']]
Predicted Ans:    Dania Ramirez
Predicted Path:   War of the Worlds --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush --[starred_actors]--> Dania Ramirez
Path (Raw):       War of the Worlds --[written_by]--> David Koepp --[(INV) written_by]--> Premium Rush --[starred_actors]--> Dania Ramirez
Neg LogProb(↓):   0.697239
Path Entropy(↓):  1.355491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie blue steel were released in which years
Start Entity:     Blue Steel
Gold Answer:      [['1995', '2000', '2008', '1991', '1987', '2012']]
Predicted Ans:    1987
Predicted Path:   Blue Steel --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Path (Raw):       Blue Steel --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Neg LogProb(↓):   0.036857
Path Entropy(↓):  0.202162
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by yves verbraeken
Start Entity:     Yves Verbraeken
Gold Answer:      [['Bavo Defurne']]
Predicted Ans:    Bavo Defurne
Predicted Path:   Yves Verbraeken --[(INV) written_by]--> North Sea Texas --[directed_by]--> Bavo Defurne
Path (Raw):       Yves Verbraeken --[No Operation]--> Yves Verbraeken --[(INV) written_by]--> North Sea Texas --[directed_by]--> Bavo Defurne
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by rob meyer
Start Entity:     Rob Meyer
Gold Answer:      [['Daniela Lavender', 'James Le Gros', 'Katie Chang']]
Predicted Ans:    James Le Gros
Predicted Path:   Rob Meyer --[(INV) directed_by]--> A Birder's Guide to Everything --[starred_actors]--> James Le Gros
Path (Raw):       Rob Meyer --[No Operation]--> Rob Meyer --[(INV) directed_by]--> A Birder's Guide to Everything --[starred_actors]--> James Le Gros
Neg LogProb(↓):   0.055550
Path Entropy(↓):  0.210827
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by larisa shepitko
Start Entity:     Larisa Shepitko
Gold Answer:      [['Clara Bow', 'Richard Arlen']]
Predicted Ans:    Clara Bow
Predicted Path:   Larisa Shepitko --[(INV) directed_by]--> Wings --[starred_actors]--> Clara Bow
Path (Raw):       Larisa Shepitko --[No Operation]--> Larisa Shepitko --[(INV) directed_by]--> Wings --[starred_actors]--> Clara Bow
Neg LogProb(↓):   0.321141
Path Entropy(↓):  0.623089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in legally blonde
Start Entity:     Legally Blonde
Gold Answer:      [['Matthew Davis', 'Selma Blair', 'Luke Wilson', 'Reese Witherspoon']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   Legally Blonde --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Mud --[starred_actors]--> Reese Witherspoon
Path (Raw):       Legally Blonde --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Mud --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.002252
Path Entropy(↓):  0.019795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor stuart wolfenden acted together with who
Start Entity:     Stuart Wolfenden
Gold Answer:      [['Toby Kebbell', 'Gary Stretch', 'Paddy Considine']]
Predicted Ans:    Stuart Wolfenden
Predicted Path:   Stuart Wolfenden --[(INV) starred_actors]--> Dead Man's Shoes --[starred_actors]--> Stuart Wolfenden
Path (Raw):       Stuart Wolfenden --[No Operation]--> Stuart Wolfenden --[(INV) starred_actors]--> Dead Man's Shoes --[starred_actors]--> Stuart Wolfenden
Neg LogProb(↓):   0.308601
Path Entropy(↓):  0.746530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by red heat actors
Start Entity:     Red Heat
Gold Answer:      [['Peter Hyams', 'Paul Michael Glaser', 'Tom DeSimone', 'Ivan Reitman', 'Andy Wolk', 'Richard Fleischer', 'John Milius', 'James Cameron', 'Bob Rafelson', 'Jim Kouf', 'Joachim Lafosse', 'Just Jaeckin', 'Danny Steinmann', 'Oliver Stone', 'Mikael Håfström', 'Chuck Russell', 'Ken Annakin', 'Roger Spottiswoode', 'Anthony Mann', 'Rod Daniel', 'Andrew Davis', 'Charles T. Kanganis', 'Joe Tornatore', 'Christopher Cain', 'Marcus Nispel', 'George Butler', 'Bob Logan', 'Alfred Hitchcock', 'Hal Needham', 'David Ayer', 'John McTiernan', 'Brian Levant', 'Len Wiseman', 'Mark L. Lester', 'Patrick Hughes', 'Paul Verhoeven', 'John Irvin', 'Arthur Hiller']]
Predicted Ans:    James Cameron
Predicted Path:   Red Heat --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> The Terminator --[directed_by]--> James Cameron
Path (Raw):       Red Heat --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> The Terminator --[directed_by]--> James Cameron
Neg LogProb(↓):   0.610651
Path Entropy(↓):  1.206724
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote a farewell to arms
Start Entity:     A Farewell to Arms
Gold Answer:      [['Music', 'Western', 'Biography', 'Musical', 'Short', 'Drama', 'Crime', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   A Farewell to Arms --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Path (Raw):       A Farewell to Arms --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[has_genre]--> Drama
Neg LogProb(↓):   2.042221
Path Entropy(↓):  2.903089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film hounddog
Start Entity:     Hounddog
Gold Answer:      [['David Koepp', 'Naomi Foner', 'Ol Parker', 'Josh Friedman', 'Jessie Nelson', 'Jenny Downham', 'Mo Ogrodnik', 'Brian Helgeland', 'Kelly Reichardt', 'Lisa Davidowitz', 'Richard Glatzer', 'Cherie Currie', 'Kristine Johnson', 'Sue Monk Kidd', 'Jonathan Raymond', 'Allison Jacobs', 'Julia Dahl', 'Floria Sigismondi']]
Predicted Ans:    Julia Dahl
Predicted Path:   Hounddog --[starred_actors]--> Dakota Fanning --[(INV) starred_actors]--> Uptown Girls --[written_by]--> Julia Dahl
Path (Raw):       Hounddog --[starred_actors]--> Dakota Fanning --[(INV) starred_actors]--> Uptown Girls --[written_by]--> Julia Dahl
Neg LogProb(↓):   0.556570
Path Entropy(↓):  1.151180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with robert dunham
Start Entity:     Robert Dunham
Gold Answer:      [['Katsuhiko Sasaki', 'Hiroyuki Kawase', 'Yutaka Hayashi']]
Predicted Ans:    Robert Dunham
Predicted Path:   Robert Dunham --[(INV) starred_actors]--> Godzilla vs. Megalon --[starred_actors]--> Robert Dunham
Path (Raw):       Robert Dunham --[No Operation]--> Robert Dunham --[(INV) starred_actors]--> Godzilla vs. Megalon --[starred_actors]--> Robert Dunham
Neg LogProb(↓):   0.110702
Path Entropy(↓):  0.346246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of jeremy piven acted films
Start Entity:     Jeremy Piven
Gold Answer:      [['Allan Loeb', 'Steven Pearl']]
Predicted Ans:    Andrew Gallerani
Predicted Path:   Jeremy Piven --[(INV) starred_actors]--> Just Write --[directed_by]--> Andrew Gallerani
Path (Raw):       Jeremy Piven --[No Operation]--> Jeremy Piven --[(INV) starred_actors]--> Just Write --[directed_by]--> Andrew Gallerani
Neg LogProb(↓):   0.069828
Path Entropy(↓):  0.288126
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of payback
Start Entity:     Payback
Gold Answer:      [['Paul Bettany', 'Christopher Meloni', 'Chadwick Boseman', 'Heath Ledger', 'Harrison Ford', 'Nicole Beharie', 'Mark Addy', 'Rufus Sewell', 'Benno Fürmann', 'Shannyn Sossamon']]
Predicted Ans:    Mel Gibson
Predicted Path:   Payback --[directed_by]--> Brian Helgeland --[(INV) directed_by]--> Payback --[starred_actors]--> Mel Gibson
Path (Raw):       Payback --[directed_by]--> Brian Helgeland --[(INV) directed_by]--> Payback --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.029077
Path Entropy(↓):  0.153355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies was israel horovitz the writer of
Start Entity:     Israel Horovitz
Gold Answer:      [['Sunshine', 'Author! Author!', 'My Old Lady']]
Predicted Ans:    My Old Lady
Predicted Path:   Israel Horovitz --[(INV) written_by]--> Author! Author! --[written_by]--> Israel Horovitz --[(INV) written_by]--> My Old Lady
Path (Raw):       Israel Horovitz --[(INV) written_by]--> Author! Author! --[written_by]--> Israel Horovitz --[(INV) written_by]--> My Old Lady
Neg LogProb(↓):   1.494831
Path Entropy(↓):  1.999697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by humberto dorado
Start Entity:     Humberto Dorado
Gold Answer:      [['Frank Ramírez', 'Fausto Cabrera']]
Predicted Ans:    Fausto Cabrera
Predicted Path:   Humberto Dorado --[(INV) written_by]--> La estrategia del caracol --[starred_actors]--> Fausto Cabrera
Path (Raw):       Humberto Dorado --[No Operation]--> Humberto Dorado --[(INV) written_by]--> La estrategia del caracol --[starred_actors]--> Fausto Cabrera
Neg LogProb(↓):   0.007949
Path Entropy(↓):  0.046194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the circle is also the director of which movies
Start Entity:     The Circle
Gold Answer:      [['The Mirror', 'The White Balloon', 'Crimson Gold', 'Closed Curtain', 'This Is Not a Film', 'Offside']]
Predicted Ans:    Closed Curtain
Predicted Path:   The Circle --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> Closed Curtain
Path (Raw):       The Circle --[directed_by]--> Jafar Panahi --[(INV) directed_by]--> Closed Curtain --[No Operation]--> Closed Curtain
Neg LogProb(↓):   1.062290
Path Entropy(↓):  1.766968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed blood and wine
Start Entity:     Blood and Wine
Gold Answer:      [['Steve Barancik', 'David Mamet', 'Dashiell Hammett', 'Aimee Lagos', 'Nunnally Johnson', 'William Harrison', 'Carole Eastman', 'Bob Rafelson', 'Jack Nicholson', 'Charles Gaines', 'James M. Cain', 'Ronald Bass']]
Predicted Ans:    Carole Eastman
Predicted Path:   Blood and Wine --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Five Easy Pieces --[written_by]--> Carole Eastman
Path (Raw):       Blood and Wine --[directed_by]--> Bob Rafelson --[(INV) directed_by]--> Five Easy Pieces --[written_by]--> Carole Eastman
Neg LogProb(↓):   1.291760
Path Entropy(↓):  2.121599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed gallipoli
Start Entity:     Gallipoli
Gold Answer:      [['English', 'French', 'Indonesian', 'Polish']]
Predicted Ans:    Polish
Predicted Path:   Gallipoli --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[in_language]--> Polish
Path (Raw):       Gallipoli --[directed_by]--> Peter Weir --[(INV) directed_by]--> The Way Back --[in_language]--> Polish
Neg LogProb(↓):   0.000513
Path Entropy(↓):  0.004736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of boiler room
Start Entity:     Boiler Room
Gold Answer:      [['Meryl Streep', 'Bryan Greenberg', 'Uma Thurman']]
Predicted Ans:    Vin Diesel
Predicted Path:   Boiler Room --[directed_by]--> Ben Younger --[(INV) directed_by]--> Boiler Room --[starred_actors]--> Vin Diesel
Path (Raw):       Boiler Room --[directed_by]--> Ben Younger --[(INV) directed_by]--> Boiler Room --[starred_actors]--> Vin Diesel
Neg LogProb(↓):   0.044612
Path Entropy(↓):  0.185737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by gaspar noe were written by who
Start Entity:     Gaspar Noé
Gold Answer:      [['Leonardo Padura', 'Matthew Barney', 'Pablo Trapero', 'Richard Prince', 'Elia Suleiman', 'Laurent Cantet']]
Predicted Ans:    Gaspar Noé
Predicted Path:   Gaspar Noé --[(INV) directed_by]--> Carne --[directed_by]--> Gaspar Noé
Path (Raw):       Gaspar Noé --[No Operation]--> Gaspar Noé --[(INV) directed_by]--> Carne --[directed_by]--> Gaspar Noé
Neg LogProb(↓):   0.568986
Path Entropy(↓):  1.163503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the main languages in jeremy suarez acted films
Start Entity:     Jeremy Suarez
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jeremy Suarez --[(INV) starred_actors]--> Zambezia --[in_language]--> English
Path (Raw):       Jeremy Suarez --[No Operation]--> Jeremy Suarez --[(INV) starred_actors]--> Zambezia --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with matthew perniciaro
Start Entity:     Matthew Perniciaro
Gold Answer:      [['Timm Sharp']]
Predicted Ans:    Matthew Perniciaro
Predicted Path:   Matthew Perniciaro --[(INV) written_by]--> Standing Still --[written_by]--> Matthew Perniciaro
Path (Raw):       Matthew Perniciaro --[No Operation]--> Matthew Perniciaro --[(INV) written_by]--> Standing Still --[written_by]--> Matthew Perniciaro
Neg LogProb(↓):   0.000451
Path Entropy(↓):  0.003922
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies directed by roger corman
Start Entity:     Roger Corman
Gold Answer:      [['Bruce Dern', 'Peter Graves', 'Elizabeth Shepherd', 'William Shatner', 'Sally Fraser', 'Robert Towne', 'John Cusack', 'Peter Fonda', 'Claudia Jennings', 'Mel Welles', 'Dick Miller', 'Jonathan Haze', 'Jackie Joseph', 'Bela Lugosi', 'Alice Eve', 'Luke Evans', 'Pamela Duncan', 'Richard Garland', 'Allison Hayes', 'Val Dufour', 'Jason Robards', 'Nancy Sinatra', 'Don Stroud', 'Brendan Gleeson', 'Glenn Ford', 'Lee Van Cleef', 'Ralph Meeker', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Susan Cabot', 'Shelley Winters', 'Boris Karloff', 'Diane Ladd', 'Charles Bronson', 'David Carradine', 'Lon Chaney Jr.', 'Debra Paget', 'Beverly Garland', 'George Segal', 'John Phillip Law', 'Inger Stevens', 'Peter Lorre', 'Antony Carbone', 'Vincent Price']]
Predicted Ans:    Peter Lorre
Predicted Path:   Roger Corman --[(INV) directed_by]--> The Raven --[starred_actors]--> Peter Lorre
Path (Raw):       Roger Corman --[No Operation]--> Roger Corman --[(INV) directed_by]--> The Raven --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.729880
Path Entropy(↓):  1.452409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film monkey trouble
Start Entity:     Monkey Trouble
Gold Answer:      [['1995', '2009', '2008', '2001', '1999']]
Predicted Ans:    2009
Predicted Path:   Monkey Trouble --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[release_year]--> 2009
Path (Raw):       Monkey Trouble --[starred_actors]--> Thora Birch --[(INV) starred_actors]--> Deadline --[release_year]--> 2009
Neg LogProb(↓):   0.413471
Path Entropy(↓):  0.809401
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was selton mello the writer of
Start Entity:     Selton Mello
Gold Answer:      [['The Clown']]
Predicted Ans:    The Clown
Predicted Path:   Selton Mello --[(INV) written_by]--> The Clown --[written_by]--> Selton Mello --[(INV) written_by]--> The Clown
Path (Raw):       Selton Mello --[(INV) written_by]--> The Clown --[written_by]--> Selton Mello --[(INV) written_by]--> The Clown
Neg LogProb(↓):   0.000282
Path Entropy(↓):  0.002867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by fred guiol
Start Entity:     Fred Guiol
Gold Answer:      [['George Stevens']]
Predicted Ans:    George Stevens
Predicted Path:   Fred Guiol --[(INV) written_by]--> Gunga Din --[directed_by]--> George Stevens
Path (Raw):       Fred Guiol --[No Operation]--> Fred Guiol --[(INV) written_by]--> Gunga Din --[directed_by]--> George Stevens
Neg LogProb(↓):   0.001453
Path Entropy(↓):  0.011032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of black dynamite
Start Entity:     Black Dynamite
Gold Answer:      [['Morgan Freeman']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Black Dynamite --[written_by]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Path (Raw):       Black Dynamite --[written_by]--> Scott Sanders --[(INV) written_by]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.038628
Path Entropy(↓):  0.161226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the prophecy ii are written by who
Start Entity:     The Prophecy II
Gold Answer:      [['Walter Hill', 'Frederick Forsyth', 'Gregory Widen', 'Mickey Rourke', 'Whitley Strieber', 'Max D. Adams', 'Steve Koren', "Mark O'Keefe", 'Jeffrey Boam', 'Luiz Bolognesi', 'Ian McEwan', 'Austregésilo Carrano', 'Ian La Frenais', 'Nicholas St. John', 'Dick Clement', 'Neil Simon', 'Richard Maibaum', 'Barry Levinson', 'Patricia MacLachlan', 'Brian Helgeland', 'Daniel Waters', 'William Gibson', 'Abel Ferrara', 'Michael Cimino', 'Deric Washburn', 'Hugh Wilson', 'Quinn K. Redeker', 'Louis Garfinkle', 'Jonathan Hensleigh', 'Don Stanford', 'Michael G. Wilson', 'Steve Faber', 'Bob Fisher', 'Stephen King', 'Dirk Shafer', 'Harold Pinter', 'Rick Porrello', 'Akira Kurosawa']]
Predicted Ans:    Michael Cimino
Predicted Path:   The Prophecy II --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[written_by]--> Michael Cimino
Path (Raw):       The Prophecy II --[starred_actors]--> Christopher Walken --[(INV) starred_actors]--> The Deer Hunter --[written_by]--> Michael Cimino
Neg LogProb(↓):   0.216314
Path Entropy(↓):  0.931453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of youth without youth
Start Entity:     Youth Without Youth
Gold Answer:      [['Fred Astaire', 'Robert Forster', 'Anjelica Huston', 'Jennifer Lopez', 'Alden Ehrenreich', 'Mickey Rourke', 'Lou Diamond Phillips', 'Lloyd Bridges', 'Marlon Brando', 'Katharine Hepburn', 'William Campbell', 'Luana Anders', 'Peter Fonda', 'C. Thomas Howell', 'Peter Kastner', 'James Caan', 'Woody Allen', 'Maribel Verdú', 'Gregory Hines', 'Martin Sheen', 'Richard Gere', 'Robin Williams', 'Kathleen Turner', 'Elizabeth Hartman', 'Wendell Corey', 'Michael Jackson', 'James Spader', 'Brian Kerwin', 'Matt Damon', 'Jon Voight', 'Ralph Macchio', 'Val Kilmer', 'Robert Duvall', 'Claire Danes', 'Diane Lane', 'Danny DeVito', 'Lonette McKee', 'Gene Hackman', 'Elle Fanning', 'Burt Lancaster', 'Petula Clark', 'Vincent Gallo', 'Mia Farrow', 'James Earl Jones', 'Raul Julia', 'Teri Garr', 'Frederic Forrest', 'Geraldine Page', 'John Cazale', 'Allen Garfield', 'Nastassja Kinski', 'Matt Dillon', 'Angela Bassett', 'Luke Perry', 'Al Pacino', 'Shirley Knight', 'Patrick Swayze']]
Predicted Ans:    Mia Farrow
Predicted Path:   Youth Without Youth --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[starred_actors]--> Mia Farrow
Path (Raw):       Youth Without Youth --[directed_by]--> Francis Ford Coppola --[(INV) directed_by]--> New York Stories --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   1.255810
Path Entropy(↓):  2.178127
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by bent hamer
Start Entity:     Bent Hamer
Gold Answer:      [['Matt Dillon']]
Predicted Ans:    Matt Dillon
Predicted Path:   Bent Hamer --[(INV) directed_by]--> Factotum --[starred_actors]--> Matt Dillon
Path (Raw):       Bent Hamer --[No Operation]--> Bent Hamer --[(INV) directed_by]--> Factotum --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is son of frankenstein
Start Entity:     Son of Frankenstein
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Son of Frankenstein --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Son of Frankenstein --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.519734
Path Entropy(↓):  3.863638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by liliana cavani
Start Entity:     Liliana Cavani
Gold Answer:      [['John Malkovich', 'Ray Winstone', 'Charlotte Rampling', 'Dirk Bogarde']]
Predicted Ans:    John Malkovich
Predicted Path:   Liliana Cavani --[(INV) written_by]--> Ripley's Game --[starred_actors]--> John Malkovich
Path (Raw):       Liliana Cavani --[No Operation]--> Liliana Cavani --[(INV) written_by]--> Ripley's Game --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.002591
Path Entropy(↓):  0.020204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the importance of being earnest
Start Entity:     The Importance of Being Earnest
Gold Answer:      [['Dorian Gray', 'The Canterville Ghost', 'An Ideal Husband', "Lady Windermere's Fan", 'The Picture of Dorian Gray', "Salome's Last Dance", 'A Good Woman', 'The Selfish Giant', 'Fade to Black', 'Othello']]
Predicted Ans:    Dorian Gray
Predicted Path:   The Importance of Being Earnest --[written_by]--> Oscar Wilde --[(INV) written_by]--> Dorian Gray
Path (Raw):       The Importance of Being Earnest --[written_by]--> Oscar Wilde --[(INV) written_by]--> Dorian Gray --[No Operation]--> Dorian Gray
Neg LogProb(↓):   1.142248
Path Entropy(↓):  1.708575
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by robert frank
Start Entity:     Robert Frank
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Robert Frank --[(INV) directed_by]--> Pull My Daisy --[has_genre]--> Short
Path (Raw):       Robert Frank --[No Operation]--> Robert Frank --[(INV) directed_by]--> Pull My Daisy --[has_genre]--> Short
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film down and out in beverly hills were in which genres
Start Entity:     Down and Out in Beverly Hills
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Down and Out in Beverly Hills --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[has_genre]--> Comedy
Path (Raw):       Down and Out in Beverly Hills --[written_by]--> Paul Mazursky --[(INV) written_by]--> Moscow on the Hudson --[has_genre]--> Comedy
Neg LogProb(↓):   0.522805
Path Entropy(↓):  0.686462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for unmade beds
Start Entity:     Unmade Beds
Gold Answer:      [['Alexis Dos Santos']]
Predicted Ans:    Alexis Dos Santos
Predicted Path:   Unmade Beds --[directed_by]--> Alexis Dos Santos --[(INV) directed_by]--> Glue --[directed_by]--> Alexis Dos Santos
Path (Raw):       Unmade Beds --[directed_by]--> Alexis Dos Santos --[(INV) directed_by]--> Glue --[directed_by]--> Alexis Dos Santos
Neg LogProb(↓):   0.164682
Path Entropy(↓):  0.425881
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by sajid khan were written by who
Start Entity:     Sajid Khan
Gold Answer:      [['Sajid', 'Sajid Nadiadwala']]
Predicted Ans:    Sajid Khan
Predicted Path:   Sajid Khan --[(INV) directed_by]--> Housefull 2 --[written_by]--> Sajid Khan
Path (Raw):       Sajid Khan --[No Operation]--> Sajid Khan --[(INV) directed_by]--> Housefull 2 --[written_by]--> Sajid Khan
Neg LogProb(↓):   0.329719
Path Entropy(↓):  0.640304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movie did dejan dukovski write the story for
Start Entity:     Dejan Dukovski
Gold Answer:      [['Cabaret Balkan']]
Predicted Ans:    Cabaret Balkan
Predicted Path:   Dejan Dukovski --[(INV) written_by]--> Cabaret Balkan --[written_by]--> Dejan Dukovski --[(INV) written_by]--> Cabaret Balkan
Path (Raw):       Dejan Dukovski --[(INV) written_by]--> Cabaret Balkan --[written_by]--> Dejan Dukovski --[(INV) written_by]--> Cabaret Balkan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by emma thompson were in which languages
Start Entity:     Emma Thompson
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Emma Thompson --[(INV) written_by]--> Sense and Sensibility --[in_language]--> English
Path (Raw):       Emma Thompson --[No Operation]--> Emma Thompson --[(INV) written_by]--> Sense and Sensibility --[in_language]--> English
Neg LogProb(↓):   0.000036
Path Entropy(↓):  0.000404
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by dallas roberts
Start Entity:     Dallas Roberts
Gold Answer:      [["Morgan O'Neill"]]
Predicted Ans:    Morgan O'Neill
Predicted Path:   Dallas Roberts --[(INV) starred_actors]--> The Factory --[directed_by]--> Morgan O'Neill
Path (Raw):       Dallas Roberts --[No Operation]--> Dallas Roberts --[(INV) starred_actors]--> The Factory --[directed_by]--> Morgan O'Neill
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by joseph stefano
Start Entity:     Joseph Stefano
Gold Answer:      [['Snowbeast', 'Psycho', 'The Naked Edge']]
Predicted Ans:    The Naked Edge
Predicted Path:   Joseph Stefano --[(INV) written_by]--> The Naked Edge --[written_by]--> Joseph Stefano --[(INV) written_by]--> The Naked Edge
Path (Raw):       Joseph Stefano --[(INV) written_by]--> The Naked Edge --[written_by]--> Joseph Stefano --[(INV) written_by]--> The Naked Edge
Neg LogProb(↓):   0.629935
Path Entropy(↓):  1.192732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by desmond nakano
Start Entity:     Desmond Nakano
Gold Answer:      [['Harry Belafonte', 'John Travolta']]
Predicted Ans:    John Travolta
Predicted Path:   Desmond Nakano --[(INV) directed_by]--> White Man's Burden --[starred_actors]--> John Travolta
Path (Raw):       Desmond Nakano --[No Operation]--> Desmond Nakano --[(INV) directed_by]--> White Man's Burden --[starred_actors]--> John Travolta
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same actor of queen of the damned
Start Entity:     Queen of the Damned
Gold Answer:      [['Romeo Must Die', 'Trapped', 'Chaos Theory']]
Predicted Ans:    Romeo Must Die
Predicted Path:   Queen of the Damned --[starred_actors]--> Aaliyah --[(INV) starred_actors]--> Romeo Must Die
Path (Raw):       Queen of the Damned --[starred_actors]--> Aaliyah --[No Operation]--> Aaliyah --[(INV) starred_actors]--> Romeo Must Die
Neg LogProb(↓):   0.211703
Path Entropy(↓):  0.621840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Kimberly peirce directed which films
Start Entity:     Kimberly Peirce
Gold Answer:      [['Stop-Loss', "Boys Don't Cry"]]
Predicted Ans:    Boys Don't Cry
Predicted Path:   Kimberly Peirce --[(INV) directed_by]--> Boys Don't Cry --[directed_by]--> Kimberly Peirce --[(INV) directed_by]--> Boys Don't Cry
Path (Raw):       Kimberly Peirce --[(INV) directed_by]--> Boys Don't Cry --[directed_by]--> Kimberly Peirce --[(INV) directed_by]--> Boys Don't Cry
Neg LogProb(↓):   0.762727
Path Entropy(↓):  1.249205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie meet john doe were released in which years
Start Entity:     Meet John Doe
Gold Answer:      [['1946', '1944', '1959', '1936', '1939', '1933', '1951', '2010', '1928', '1973', '1932', '1931', '1943', '1948', '1938', '1926', '1961', '1934', '1937', '1930']]
Predicted Ans:    1973
Predicted Path:   Meet John Doe --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[release_year]--> 1973
Path (Raw):       Meet John Doe --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[release_year]--> 1973
Neg LogProb(↓):   0.536643
Path Entropy(↓):  1.400037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did bill gallagher write
Start Entity:     Bill Gallagher
Gold Answer:      [['Blood']]
Predicted Ans:    Blood
Predicted Path:   Bill Gallagher --[(INV) written_by]--> Blood --[written_by]--> Bill Gallagher --[(INV) written_by]--> Blood
Path (Raw):       Bill Gallagher --[(INV) written_by]--> Blood --[written_by]--> Bill Gallagher --[(INV) written_by]--> Blood
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by jackie coogan release
Start Entity:     Jackie Coogan
Gold Answer:      [['1921']]
Predicted Ans:    1921
Predicted Path:   Jackie Coogan --[(INV) starred_actors]--> The Kid --[release_year]--> 1921
Path (Raw):       Jackie Coogan --[No Operation]--> Jackie Coogan --[(INV) starred_actors]--> The Kid --[release_year]--> 1921
Neg LogProb(↓):   0.002796
Path Entropy(↓):  0.019209
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the expendables 3 also appears in which movies
Start Entity:     The Expendables 3
Gold Answer:      [['Frantic', 'Cop Land', 'Sabrina', 'Working Girl', 'Regarding Henry', 'War', 'True Lies', 'Over the Top', 'Rhinestone', 'Lock, Stock and Two Smoking Barrels', 'Force 10 from Navarone', "Ender's Game", 'Predator', 'Indiana Jones and the Last Crusade', 'The Bank Job', 'Raiders of the Lost Ark', 'Total Recall', 'Transporter 2', 'Collateral Damage', 'Nighthawks', 'The Running Man', 'Driven', 'Grudge Match', 'Lock Up', 'First Blood', 'Patriot Games', 'The Fugitive', 'Red Heat', 'Stay Hungry', 'Firewall', 'Junior', 'Daylight', 'The Villain', 'End of Days', 'Get Carter', 'Rocky', 'No Place to Hide', 'The Italian Job', 'The One', 'Rocky II', 'Safe', '13', 'Escape Plan', 'Presumed Innocent', 'Rocky IV', 'Demolition Man', 'Sabotage', 'The Mechanic', 'Eraser', 'Avenging Angelo', 'Conan the Destroyer', 'The Expendables 2', 'Judge Dredd', 'Jingle All the Way', 'Commando', 'Killer Elite', 'Ghosts of Mars', 'Kindergarten Cop', 'Hollywood Homicide', 'Twins', 'Turn It Up', 'The Frisco Kid', 'Rocky V', 'Oscar', 'Crank', 'Assassins', 'Last Action Hero', "The Devil's Own", 'The Terminator', 'Parker', 'Six Days Seven Nights', 'Death Race', 'The Expendables', 'Chaos', 'Stop! Or My Mom Will Shoot', 'Rocky III', 'The Specialist', 'Random Hearts', 'Clear and Present Danger', 'Death Race 2000', 'Cliffhanger', 'Homefront', 'Generation Iron', 'Crossing Over', 'Air Force One', 'Capone', 'Bullet to the Head', 'The Transporter', 'Rambo', 'The Last Stand', 'Red Sonja', 'Paradise Alley', 'Indiana Jones and the Kingdom of the Crystal Skull', '42', 'Blitz', 'Raw Deal', 'Hercules in New York', 'Witness', 'Paranoia', 'Kambakkht Ishq', 'The 6th Day', 'Pumping Iron', 'Wild Card', 'Extraordinary Measures', 'Conan the Barbarian', 'London', 'Cobra', 'Revolver', 'Transporter 3', 'The Mosquito Coast', 'Rocky Balboa', 'Blade Runner']]
Predicted Ans:    Chaos
Predicted Path:   The Expendables 3 --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Chaos
Path (Raw):       The Expendables 3 --[starred_actors]--> Jason Statham --[No Operation]--> Jason Statham --[(INV) starred_actors]--> Chaos
Neg LogProb(↓):   1.359980
Path Entropy(↓):  2.300117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of wetherby
Start Entity:     Wetherby
Gold Answer:      [['David Hare']]
Predicted Ans:    David Hare
Predicted Path:   Wetherby --[directed_by]--> David Hare --[(INV) directed_by]--> Page Eight --[directed_by]--> David Hare
Path (Raw):       Wetherby --[directed_by]--> David Hare --[(INV) directed_by]--> Page Eight --[directed_by]--> David Hare
Neg LogProb(↓):   0.170894
Path Entropy(↓):  0.529938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of anatomy also starred in which movies
Start Entity:     Anatomy
Gold Answer:      [['The Princess and the Warrior', 'Atomised', 'The Bourne Identity', 'Run Lola Run', 'Romulus, My Father']]
Predicted Ans:    Anatomy
Predicted Path:   Anatomy --[starred_actors]--> Franka Potente --[(INV) starred_actors]--> Anatomy
Path (Raw):       Anatomy --[starred_actors]--> Franka Potente --[No Operation]--> Franka Potente --[(INV) starred_actors]--> Anatomy
Neg LogProb(↓):   0.900756
Path Entropy(↓):  1.275493
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies directed by vsevolod pudovkin
Start Entity:     Vsevolod Pudovkin
Gold Answer:      [['Valéry Inkijinoff']]
Predicted Ans:    Valéry Inkijinoff
Predicted Path:   Vsevolod Pudovkin --[(INV) directed_by]--> Storm Over Asia --[starred_actors]--> Valéry Inkijinoff
Path (Raw):       Vsevolod Pudovkin --[No Operation]--> Vsevolod Pudovkin --[(INV) directed_by]--> Storm Over Asia --[starred_actors]--> Valéry Inkijinoff
Neg LogProb(↓):   0.001874
Path Entropy(↓):  0.013628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did jonathan hensleigh write the story for
Start Entity:     Jonathan Hensleigh
Gold Answer:      [['Welcome to the Jungle', 'The Saint', 'Kill the Irishman', 'The Punisher']]
Predicted Ans:    Welcome to the Jungle
Predicted Path:   Jonathan Hensleigh --[(INV) written_by]--> Welcome to the Jungle --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> Welcome to the Jungle
Path (Raw):       Jonathan Hensleigh --[(INV) written_by]--> Welcome to the Jungle --[written_by]--> Jonathan Hensleigh --[(INV) written_by]--> Welcome to the Jungle
Neg LogProb(↓):   0.035445
Path Entropy(↓):  0.212190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the report
Start Entity:     The Report
Gold Answer:      [['Italian', 'English', 'French', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Report --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[in_language]--> Japanese
Path (Raw):       The Report --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Like Someone in Love --[in_language]--> Japanese
Neg LogProb(↓):   0.000383
Path Entropy(↓):  0.003707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the chronicles of riddick
Start Entity:     The Chronicles of Riddick
Gold Answer:      [['Horror', 'Western', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Chronicles of Riddick --[written_by]--> David Twohy --[(INV) written_by]--> Waterworld --[has_genre]--> Action
Path (Raw):       The Chronicles of Riddick --[written_by]--> David Twohy --[(INV) written_by]--> Waterworld --[has_genre]--> Action
Neg LogProb(↓):   1.214983
Path Entropy(↓):  1.562528
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does adult world fall under
Start Entity:     Adult World
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adult World --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Adult World --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.132600
Path Entropy(↓):  4.279140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie one hour photo
Start Entity:     One Hour Photo
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1984', '2007', '1998', '2009', '2004', '1982', '2014', '1994', '1983', '1995', '1990', '1989', '1996', '2002', '2011', '2013', '2000', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1993
Predicted Path:   One Hour Photo --[starred_actors]--> Michael Vartan --[(INV) starred_actors]--> Fiorile --[release_year]--> 1993
Path (Raw):       One Hour Photo --[starred_actors]--> Michael Vartan --[(INV) starred_actors]--> Fiorile --[release_year]--> 1993
Neg LogProb(↓):   1.228676
Path Entropy(↓):  1.942074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the saddest music in the world also appears in which films
Start Entity:     The Saddest Music in the World
Gold Answer:      [['Death Becomes Her', 'Blue Velvet', 'Don Quixote', 'Cousins', 'The Funeral', 'Late Bloomers', 'My Dog Tulip', 'Keyhole', 'Fearless', 'Enemy', 'Monte Walsh']]
Predicted Ans:    The Funeral
Predicted Path:   The Saddest Music in the World --[starred_actors]--> Isabella Rossellini --[(INV) starred_actors]--> The Funeral
Path (Raw):       The Saddest Music in the World --[starred_actors]--> Isabella Rossellini --[No Operation]--> Isabella Rossellini --[(INV) starred_actors]--> The Funeral
Neg LogProb(↓):   0.834401
Path Entropy(↓):  1.514898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by alex ross perry
Start Entity:     Alex Ross Perry
Gold Answer:      [['Bob Byington', 'Carlen Altman']]
Predicted Ans:    Carlen Altman
Predicted Path:   Alex Ross Perry --[(INV) written_by]--> The Color Wheel --[starred_actors]--> Carlen Altman
Path (Raw):       Alex Ross Perry --[No Operation]--> Alex Ross Perry --[(INV) written_by]--> The Color Wheel --[starred_actors]--> Carlen Altman
Neg LogProb(↓):   0.001141
Path Entropy(↓):  0.009181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film my favorite brunette were in which languages
Start Entity:     My Favorite Brunette
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   My Favorite Brunette --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> The Great Gatsby --[in_language]--> English
Path (Raw):       My Favorite Brunette --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.098623
Path Entropy(↓):  1.098751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with beyond outrage fall under
Start Entity:     Beyond Outrage
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Documentary
Predicted Path:   Beyond Outrage --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[has_genre]--> Documentary
Path (Raw):       Beyond Outrage --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[has_genre]--> Documentary
Neg LogProb(↓):   0.013649
Path Entropy(↓):  0.083813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by robert bloch
Start Entity:     Robert Bloch
Gold Answer:      [['Glynis Johns', 'Vera Miles', 'Hugh Bonneville', 'John Gavin', 'Anthony Perkins', 'Robert Loggia', 'Judi Meredith', 'Hayden Rorke', 'Barbara Stanwyck', 'Burgess Meredith', 'Patrick Wymark', 'Margaret Johnston', 'Beverly Adams', 'Diane Baker', 'Peter Cushing', 'Christopher Lee', 'Ian McKellen', 'Richard Davalos', 'Jack Palance', 'Joan Crawford', 'Natasha Richardson', 'Robert Taylor', 'Sarah Roemer', 'Janet Leigh', 'Meg Tilly', 'Denholm Elliott', 'Nyree Dawn Porter', "Dan O'Herlihy"]]
Predicted Ans:    Vera Miles
Predicted Path:   Robert Bloch --[(INV) written_by]--> Psycho --[starred_actors]--> Vera Miles
Path (Raw):       Robert Bloch --[No Operation]--> Robert Bloch --[(INV) written_by]--> Psycho --[starred_actors]--> Vera Miles
Neg LogProb(↓):   0.794757
Path Entropy(↓):  1.130153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in 2010
Start Entity:     2010
Gold Answer:      [['English', 'French', 'Irish', 'Polish']]
Predicted Ans:    Monga
Predicted Path:   2010 --[(INV) release_year]--> Monga --[starred_actors]--> Ethan Juan --[(INV) starred_actors]--> Monga
Path (Raw):       2010 --[(INV) release_year]--> Monga --[starred_actors]--> Ethan Juan --[(INV) starred_actors]--> Monga
Neg LogProb(↓):   0.000504
Path Entropy(↓):  0.004988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the screenwriter with the crossing
Start Entity:     The Crossing
Gold Answer:      [['Spartacus', 'Mirage']]
Predicted Ans:    Spartacus
Predicted Path:   The Crossing --[written_by]--> Howard Fast --[(INV) written_by]--> Spartacus
Path (Raw):       The Crossing --[No Operation]--> The Crossing --[written_by]--> Howard Fast --[(INV) written_by]--> Spartacus
Neg LogProb(↓):   0.464360
Path Entropy(↓):  1.134059
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did stephen berra write
Start Entity:     Stephen Berra
Gold Answer:      [['The Good Life']]
Predicted Ans:    The Good Life
Predicted Path:   Stephen Berra --[(INV) written_by]--> The Good Life --[written_by]--> Stephen Berra --[(INV) written_by]--> The Good Life
Path (Raw):       Stephen Berra --[(INV) written_by]--> The Good Life --[written_by]--> Stephen Berra --[(INV) written_by]--> The Good Life
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie they came together were in which genres
Start Entity:     They Came Together
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   They Came Together --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer --[has_genre]--> Comedy
Path (Raw):       They Came Together --[written_by]--> David Wain --[(INV) written_by]--> Wet Hot American Summer --[has_genre]--> Comedy
Neg LogProb(↓):   0.036705
Path Entropy(↓):  0.195062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by geoffrey wright were in which genres
Start Entity:     Geoffrey Wright
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Geoffrey Wright --[(INV) written_by]--> Romper Stomper --[has_genre]--> Drama
Path (Raw):       Geoffrey Wright --[No Operation]--> Geoffrey Wright --[(INV) written_by]--> Romper Stomper --[has_genre]--> Drama
Neg LogProb(↓):   0.103850
Path Entropy(↓):  0.322084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie fate released
Start Entity:     Fate
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Fate --[release_year]--> 2001 --[(INV) release_year]--> The Sleepy Time Gal --[release_year]--> 2001
Path (Raw):       Fate --[release_year]--> 2001 --[(INV) release_year]--> The Sleepy Time Gal --[release_year]--> 2001
Neg LogProb(↓):   3.345164
Path Entropy(↓):  4.563452
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jay o. sanders acted films
Start Entity:     Jay O. Sanders
Gold Answer:      [['Angela Shelton', "Gavin O'Connor"]]
Predicted Ans:    Gavin O'Connor
Predicted Path:   Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[written_by]--> Gavin O'Connor
Path (Raw):       Jay O. Sanders --[No Operation]--> Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[written_by]--> Gavin O'Connor
Neg LogProb(↓):   0.002205
Path Entropy(↓):  0.015677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the gold rush starred which actors
Start Entity:     The Gold Rush
Gold Answer:      [['Henry Bergman', 'Mack Swain', 'Tom Murray']]
Predicted Ans:    Henry Bergman
Predicted Path:   The Gold Rush --[starred_actors]--> Henry Bergman --[(INV) starred_actors]--> The Gold Rush --[starred_actors]--> Henry Bergman
Path (Raw):       The Gold Rush --[starred_actors]--> Henry Bergman --[(INV) starred_actors]--> The Gold Rush --[starred_actors]--> Henry Bergman
Neg LogProb(↓):   0.283615
Path Entropy(↓):  0.840696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film the ghost writer
Start Entity:     The Ghost Writer
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Ghost Writer --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       The Ghost Writer --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.505491
Path Entropy(↓):  2.944615
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of zatoichi and the chest of gold
Start Entity:     Zatoichi and the Chest of Gold
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Zatoichi and the Chest of Gold --[directed_by]--> Kazuo Ikehiro --[(INV) directed_by]--> Zatoichi and the Chest of Gold --[in_language]--> Japanese
Path (Raw):       Zatoichi and the Chest of Gold --[directed_by]--> Kazuo Ikehiro --[(INV) directed_by]--> Zatoichi and the Chest of Gold --[in_language]--> Japanese
Neg LogProb(↓):   0.002188
Path Entropy(↓):  0.016464
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in maytime
Start Entity:     Maytime
Gold Answer:      [['George Cukor', 'Rouben Mamoulian', 'Ernst Lubitsch', 'Arthur Lubin', 'W.S. Van Dyke', 'Thomas Bezucha']]
Predicted Ans:    George Cukor
Predicted Path:   Maytime --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> One Hour with You --[directed_by]--> George Cukor
Path (Raw):       Maytime --[starred_actors]--> Jeanette MacDonald --[(INV) starred_actors]--> One Hour with You --[directed_by]--> George Cukor
Neg LogProb(↓):   0.180471
Path Entropy(↓):  0.633836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe awakenings in a few words
Start Entity:     Awakenings
Gold Answer:      [['drama', 'true story', 'penny marshall', 'robert de niro', 'robin williams']]
Predicted Ans:    penny marshall
Predicted Path:   Awakenings --[has_tags]--> penny marshall --[(INV) has_tags]--> Awakenings --[has_tags]--> penny marshall
Path (Raw):       Awakenings --[has_tags]--> penny marshall --[(INV) has_tags]--> Awakenings --[has_tags]--> penny marshall
Neg LogProb(↓):   0.040964
Path Entropy(↓):  0.169895
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie moulin rouge!
Start Entity:     Moulin Rouge!
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Moulin Rouge! --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Moulin Rouge! --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.906255
Path Entropy(↓):  2.851971
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by robert morley
Start Entity:     Robert Morley
Gold Answer:      [['Edward Wooll', 'Eric Ambler', 'James P. Cavanagh', 'James Agee', 'Agatha Christie', 'Karl Tunberg', 'Joseph Conrad', 'Claud Cockburn', 'Truman Capote', 'John Huston', 'Ivan Lyons', 'Ken Hughes', 'Monja Danischewsky', 'Anatole de Grunwald']]
Predicted Ans:    John Huston
Predicted Path:   Robert Morley --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Path (Raw):       Robert Morley --[No Operation]--> Robert Morley --[(INV) starred_actors]--> The African Queen --[written_by]--> John Huston
Neg LogProb(↓):   0.073730
Path Entropy(↓):  0.266227
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of human desire were directed by who
Start Entity:     Human Desire
Gold Answer:      [['Claude Berri', 'René Clément', 'Charlie Stratton', 'Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   Human Desire --[written_by]--> Émile Zola --[(INV) written_by]--> La Bête Humaine --[directed_by]--> Jean Renoir
Path (Raw):       Human Desire --[written_by]--> Émile Zola --[(INV) written_by]--> La Bête Humaine --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.018473
Path Entropy(↓):  0.091446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by bud yorkin
Start Entity:     Bud Yorkin
Gold Answer:      [['1968', '1963', '1970', '1973', '1985', '1967']]
Predicted Ans:    1967
Predicted Path:   Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[release_year]--> 1967
Path (Raw):       Bud Yorkin --[No Operation]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[release_year]--> 1967
Neg LogProb(↓):   0.536957
Path Entropy(↓):  0.944144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film the osterman weekend
Start Entity:     The Osterman Weekend
Gold Answer:      [['Robert Ludlum']]
Predicted Ans:    Robert Ludlum
Predicted Path:   The Osterman Weekend --[written_by]--> Robert Ludlum --[(INV) written_by]--> The Osterman Weekend --[written_by]--> Robert Ludlum
Path (Raw):       The Osterman Weekend --[written_by]--> Robert Ludlum --[(INV) written_by]--> The Osterman Weekend --[written_by]--> Robert Ludlum
Neg LogProb(↓):   0.088807
Path Entropy(↓):  0.368638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of all fall down
Start Entity:     All Fall Down
Gold Answer:      [['Bruce Dern', 'William Forsythe', 'Scott Glenn', 'Jean Reno', 'Angela Lansbury', 'Robert Foxworth', 'Michael Gambon', 'Andrew McCarthy', 'Valeria Golino', 'Marlon Brando', 'Robert De Niro', 'Gregory Peck', 'Michael Caine', 'Jeanne Moreau', 'Alan Bates', 'Alec Baldwin', 'Fredric March', 'Vanity', 'Tuesday Weld', 'Robert Shaw', 'Ben Affleck', 'James Garner', 'Penelope Ann Miller', 'Yves Montand', 'Fernando Rey', 'Eva Marie Saint', 'Stellan Skarsgård', 'Natascha McElhone', 'David Thewlis', 'Thelma Ritter', 'Edward Andrews', 'Paul Scofield', 'Dina Merrill', 'Val Kilmer', 'Barbara Steele', 'Robert Ryan', 'Roy Scheider', 'Bob Balaban', 'Barbara Carrera', 'Janet Leigh', 'Nigel Davenport', 'Sharon Stone', 'Michael York', 'Gene Hackman', 'Burt Lancaster', 'Kirk Douglas', 'Richard Harris', 'Donald Sutherland', 'Don Johnson', 'Ava Gardner', 'Laurence Harvey', 'Armand Assante', 'Ivo Garrani', 'Fairuza Balk', 'Talia Shire', 'Frank Sinatra', 'Darren McGavin', 'John Richardson', 'Marthe Keller', 'Deborah Kerr', 'Rock Hudson']]
Predicted Ans:    Robert Ryan
Predicted Path:   All Fall Down --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       All Fall Down --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.145741
Path Entropy(↓):  0.658087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the devil's double actors
Start Entity:     The Devil's Double
Gold Answer:      [['Jonathan Smith', 'Peter A. Dowling', 'J.H. Wyman']]
Predicted Ans:    J.H. Wyman
Predicted Path:   The Devil's Double --[starred_actors]--> Dominic Cooper --[(INV) starred_actors]--> Dead Man Down --[written_by]--> J.H. Wyman
Path (Raw):       The Devil's Double --[starred_actors]--> Dominic Cooper --[(INV) starred_actors]--> Dead Man Down --[written_by]--> J.H. Wyman
Neg LogProb(↓):   0.002687
Path Entropy(↓):  0.020890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote in name only
Start Entity:     In Name Only
Gold Answer:      [['Bessie Breuer']]
Predicted Ans:    Bessie Breuer
Predicted Path:   In Name Only --[written_by]--> Bessie Breuer --[(INV) written_by]--> In Name Only --[written_by]--> Bessie Breuer
Path (Raw):       In Name Only --[written_by]--> Bessie Breuer --[(INV) written_by]--> In Name Only --[written_by]--> Bessie Breuer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by peter werner were released in which years
Start Entity:     Peter Werner
Gold Answer:      [['2004', '1987']]
Predicted Ans:    2004
Predicted Path:   Peter Werner --[(INV) directed_by]--> Gracie's Choice --[release_year]--> 2004
Path (Raw):       Peter Werner --[No Operation]--> Peter Werner --[(INV) directed_by]--> Gracie's Choice --[release_year]--> 2004
Neg LogProb(↓):   0.280746
Path Entropy(↓):  0.556527
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did kat coiro direct
Start Entity:     Kat Coiro
Gold Answer:      [['A Case of You']]
Predicted Ans:    A Case of You
Predicted Path:   Kat Coiro --[(INV) directed_by]--> A Case of You --[directed_by]--> Kat Coiro --[(INV) directed_by]--> A Case of You
Path (Raw):       Kat Coiro --[(INV) directed_by]--> A Case of You --[directed_by]--> Kat Coiro --[(INV) directed_by]--> A Case of You
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of alien
Start Entity:     Alien
Gold Answer:      [['1995', '1990', '2012', '1985', '1953', '1986', '1974']]
Predicted Ans:    1990
Predicted Path:   Alien --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Path (Raw):       Alien --[written_by]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Neg LogProb(↓):   0.804633
Path Entropy(↓):  1.289595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the kentuckian
Start Entity:     The Kentuckian
Gold Answer:      [['Burt Lancaster']]
Predicted Ans:    Burt Lancaster
Predicted Path:   The Kentuckian --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Ten Tall Men --[starred_actors]--> Burt Lancaster
Path (Raw):       The Kentuckian --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Ten Tall Men --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.660235
Path Entropy(↓):  0.791333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was eugene solow the writer of
Start Entity:     Eugene Solow
Gold Answer:      [['Of Mice and Men', 'Fog Over Frisco']]
Predicted Ans:    Fog Over Frisco
Predicted Path:   Eugene Solow --[(INV) written_by]--> Fog Over Frisco --[written_by]--> George Dyer --[(INV) written_by]--> Fog Over Frisco
Path (Raw):       Eugene Solow --[(INV) written_by]--> Fog Over Frisco --[written_by]--> George Dyer --[(INV) written_by]--> Fog Over Frisco
Neg LogProb(↓):   0.846747
Path Entropy(↓):  1.357481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by rob williams
Start Entity:     Rob Williams
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rob Williams --[(INV) written_by]--> Make the Yuletide Gay --[has_genre]--> Comedy
Path (Raw):       Rob Williams --[No Operation]--> Rob Williams --[(INV) written_by]--> Make the Yuletide Gay --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is 22 jump street
Start Entity:     22 Jump Street
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   22 Jump Street --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       22 Jump Street --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.123560
Path Entropy(↓):  4.469276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in desi boyz
Start Entity:     Desi Boyz
Gold Answer:      [['Akshay Kumar', 'John Abraham', 'Sanjay Dutt']]
Predicted Ans:    Akshay Kumar
Predicted Path:   Desi Boyz --[directed_by]--> Rohit Dhawan --[(INV) directed_by]--> Desi Boyz --[starred_actors]--> Akshay Kumar
Path (Raw):       Desi Boyz --[directed_by]--> Rohit Dhawan --[(INV) directed_by]--> Desi Boyz --[starred_actors]--> Akshay Kumar
Neg LogProb(↓):   0.070279
Path Entropy(↓):  0.286514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by fletcher markle
Start Entity:     Fletcher Markle
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fletcher Markle --[(INV) directed_by]--> The Man with a Cloak --[has_genre]--> Drama
Path (Raw):       Fletcher Markle --[No Operation]--> Fletcher Markle --[(INV) directed_by]--> The Man with a Cloak --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of chatroom
Start Entity:     Chatroom
Gold Answer:      [['Hunger', 'Disco Pigs']]
Predicted Ans:    Hunger
Predicted Path:   Chatroom --[written_by]--> Enda Walsh --[(INV) written_by]--> Hunger
Path (Raw):       Chatroom --[No Operation]--> Chatroom --[written_by]--> Enda Walsh --[(INV) written_by]--> Hunger
Neg LogProb(↓):   0.110556
Path Entropy(↓):  0.395225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by june diane raphael
Start Entity:     June Diane Raphael
Gold Answer:      [['Chris Nelson', 'Gary Winick']]
Predicted Ans:    Gary Winick
Predicted Path:   June Diane Raphael --[(INV) written_by]--> Bride Wars --[directed_by]--> Gary Winick
Path (Raw):       June Diane Raphael --[No Operation]--> June Diane Raphael --[(INV) written_by]--> Bride Wars --[directed_by]--> Gary Winick
Neg LogProb(↓):   0.000935
Path Entropy(↓):  0.007454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jonathan roberts written movies
Start Entity:     Jonathan Roberts
Gold Answer:      [['1985', '1994']]
Predicted Ans:    1994
Predicted Path:   Jonathan Roberts --[(INV) written_by]--> The Lion King --[release_year]--> 1994
Path (Raw):       Jonathan Roberts --[No Operation]--> Jonathan Roberts --[(INV) written_by]--> The Lion King --[release_year]--> 1994
Neg LogProb(↓):   0.018188
Path Entropy(↓):  0.090246
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter agusti villaronga co - wrote films with who
Start Entity:     Agustí Villaronga
Gold Answer:      [['Emili Teixidor']]
Predicted Ans:    Agustí Villaronga
Predicted Path:   Agustí Villaronga --[(INV) written_by]--> Black Bread --[written_by]--> Agustí Villaronga
Path (Raw):       Agustí Villaronga --[No Operation]--> Agustí Villaronga --[(INV) written_by]--> Black Bread --[written_by]--> Agustí Villaronga
Neg LogProb(↓):   0.001097
Path Entropy(↓):  0.009274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre for the film toomorrow
Start Entity:     Toomorrow
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Toomorrow --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Toomorrow --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.904359
Path Entropy(↓):  1.377834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the here comes mr. jordan director
Start Entity:     Here Comes Mr. Jordan
Gold Answer:      [['Damon Runyon', 'Richard Quine', 'Blake Edwards', 'Helen Deutsch', 'Sam Hellman', 'Gladys Lehman', 'Walter Reisch', 'Jacques Théry', 'Walter Bernstein', 'Michael Arlen', 'Jerome Chodorov', 'Ruth McKenney', 'William R. Lipman']]
Predicted Ans:    Blake Edwards
Predicted Path:   Here Comes Mr. Jordan --[directed_by]--> Alexander Hall --[(INV) directed_by]--> My Sister Eileen --[written_by]--> Blake Edwards
Path (Raw):       Here Comes Mr. Jordan --[directed_by]--> Alexander Hall --[(INV) directed_by]--> My Sister Eileen --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.355401
Path Entropy(↓):  1.195918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film out in the dark
Start Entity:     Out in the Dark
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Out in the Dark --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Out in the Dark --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.131574
Path Entropy(↓):  4.438796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote michael
Start Entity:     Michael
Gold Answer:      [['Markus Schleinzer']]
Predicted Ans:    Markus Schleinzer
Predicted Path:   Michael --[written_by]--> Markus Schleinzer --[(INV) written_by]--> Michael --[written_by]--> Markus Schleinzer
Path (Raw):       Michael --[written_by]--> Markus Schleinzer --[(INV) written_by]--> Michael --[written_by]--> Markus Schleinzer
Neg LogProb(↓):   0.132414
Path Entropy(↓):  0.402168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does high school fall under
Start Entity:     High School
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   High School --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       High School --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.053860
Path Entropy(↓):  4.320974
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did jackie pavlenko write
Start Entity:     Jackie Pavlenko
Gold Answer:      [['El Greco']]
Predicted Ans:    El Greco
Predicted Path:   Jackie Pavlenko --[(INV) written_by]--> El Greco --[written_by]--> Dimitris Siatopoulos --[(INV) written_by]--> El Greco
Path (Raw):       Jackie Pavlenko --[(INV) written_by]--> El Greco --[written_by]--> Dimitris Siatopoulos --[(INV) written_by]--> El Greco
Neg LogProb(↓):   0.149686
Path Entropy(↓):  0.468484
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by jessamyn west
Start Entity:     Jessamyn West
Gold Answer:      [['William Wyler']]
Predicted Ans:    William Wyler
Predicted Path:   Jessamyn West --[(INV) written_by]--> Friendly Persuasion --[directed_by]--> William Wyler
Path (Raw):       Jessamyn West --[No Operation]--> Jessamyn West --[(INV) written_by]--> Friendly Persuasion --[directed_by]--> William Wyler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe fun with dick and jane
Start Entity:     Fun with Dick and Jane
Gold Answer:      [['dean parisot', 'jim carrey', 'remake', 'robbery']]
Predicted Ans:    dean parisot
Predicted Path:   Fun with Dick and Jane --[has_tags]--> dean parisot --[(INV) has_tags]--> Galaxy Quest --[has_tags]--> dean parisot
Path (Raw):       Fun with Dick and Jane --[has_tags]--> dean parisot --[(INV) has_tags]--> Galaxy Quest --[has_tags]--> dean parisot
Neg LogProb(↓):   0.041968
Path Entropy(↓):  0.179850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie little sister, when was it released
Start Entity:     Little Sister
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Little Sister --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Little Sister --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   3.060249
Path Entropy(↓):  4.549658
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film primrose path are directed by who
Start Entity:     Primrose Path
Gold Answer:      [['George Cukor', 'Edmund Goulding', 'William Dieterle', 'Cecil B. DeMille', 'Garson Kanin', 'Edward Dmytryk', 'Stuart Heisler', 'Bob Rafelson', 'William A. Wellman', 'George W. Hill', 'Fabrice Canepa', 'Preston Sturges', 'Phil Karlson', 'Stuart Gilmore', 'Billy Wilder', 'King Vidor', 'Raoul Walsh', 'John Ford', 'Byron Haskin', 'Stephen Roberts', 'Nunnally Johnson', 'Alfred Santell', 'Charles Walters', 'Leo McCarey', 'Alfred Hitchcock', 'John S. Robertson', 'H.C. Potter', 'Ernest B. Schoedsack', 'George Stevens', 'Sam Peckinpah', 'Norman Z. McLeod', 'Mark Sandrich', 'Howard Hawks', 'Thornton Freeland']]
Predicted Ans:    Mark Sandrich
Predicted Path:   Primrose Path --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       Primrose Path --[starred_actors]--> Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   0.959303
Path Entropy(↓):  1.627186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in james dean also appears in which movies
Start Entity:     James Dean
Gold Answer:      [['Homefront', '127 Hours', 'The Interview', 'Spring Breakers', 'As I Lay Dying', 'Spider-Man', 'The Glass Menagerie', 'This Is the End', 'Pineapple Express', 'Sonny', 'Your Highness', 'The Great Raid', 'Flyboys', 'Annapolis', 'The Hanoi Hilton', 'City by the Sea', 'The Stuff', 'Spider-Man 3', 'Oz the Great and Powerful', 'Bang the Drum Slowly', 'Howl', 'Q', 'True Story', 'Camille', 'Report to the Commissioner', 'Artemisia', 'Child of God', 'Good Time Max', 'Spider-Man 2']]
Predicted Ans:    Spider-Man
Predicted Path:   James Dean --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man
Path (Raw):       James Dean --[starred_actors]--> James Franco --[No Operation]--> James Franco --[(INV) starred_actors]--> Spider-Man
Neg LogProb(↓):   1.033695
Path Entropy(↓):  2.113618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie blindman starred who
Start Entity:     Blindman
Gold Answer:      [['Ringo Starr']]
Predicted Ans:    Bryan Brown
Predicted Path:   Blindman --[starred_actors]--> Ringo Starr --[(INV) starred_actors]--> Give My Regards to Broad Street --[starred_actors]--> Bryan Brown
Path (Raw):       Blindman --[starred_actors]--> Ringo Starr --[(INV) starred_actors]--> Give My Regards to Broad Street --[starred_actors]--> Bryan Brown
Neg LogProb(↓):   0.002728
Path Entropy(↓):  0.021100
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by andre morell were directed by who
Start Entity:     André Morell
Gold Answer:      [['John Gilling', 'Terence Fisher', 'Rodney Gibbons', 'Sidney Lanfield']]
Predicted Ans:    Rodney Gibbons
Predicted Path:   André Morell --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Rodney Gibbons
Path (Raw):       André Morell --[No Operation]--> André Morell --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Rodney Gibbons
Neg LogProb(↓):   0.282984
Path Entropy(↓):  0.677587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer alexandre aja
Start Entity:     Alexandre Aja
Gold Answer:      [['Philippe Nahon', 'Maïwenn', 'Wes Bentley', 'Cécile De France', 'Rachel Nichols', 'Joe Spinell', 'America Olivo', 'Nora Arnezeder', 'Kiefer Sutherland']]
Predicted Ans:    Cécile De France
Predicted Path:   Alexandre Aja --[(INV) written_by]--> High Tension --[starred_actors]--> Cécile De France
Path (Raw):       Alexandre Aja --[No Operation]--> Alexandre Aja --[(INV) written_by]--> High Tension --[starred_actors]--> Cécile De France
Neg LogProb(↓):   0.087776
Path Entropy(↓):  0.351596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by daniel haller
Start Entity:     Daniel Haller
Gold Answer:      [['The Dunwich Horror']]
Predicted Ans:    The Dunwich Horror
Predicted Path:   Daniel Haller --[(INV) directed_by]--> The Dunwich Horror --[directed_by]--> Daniel Haller --[(INV) directed_by]--> The Dunwich Horror
Path (Raw):       Daniel Haller --[(INV) directed_by]--> The Dunwich Horror --[directed_by]--> Daniel Haller --[(INV) directed_by]--> The Dunwich Horror
Neg LogProb(↓):   0.008476
Path Entropy(↓):  0.049147
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by colin friels in
Start Entity:     Colin Friels
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Colin Friels --[(INV) starred_actors]--> Darkman --[has_genre]--> Action
Path (Raw):       Colin Friels --[No Operation]--> Colin Friels --[(INV) starred_actors]--> Darkman --[has_genre]--> Action
Neg LogProb(↓):   0.000487
Path Entropy(↓):  0.004543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film addicted to love
Start Entity:     Addicted to Love
Gold Answer:      [['1954', '2008', '2003', '1992', '2006', '1985', '1984', '1998', '2009', '2004', '2014', '1994', '1956', '1983', '1995', '2001', '1990', '1989', '1996', '2012', '1962', '1988', '2000', '1997', '1975', '1950', '2005', '1991', '1925', '1999', '1987', '1986']]
Predicted Ans:    2005
Predicted Path:   Addicted to Love --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[release_year]--> 2005
Path (Raw):       Addicted to Love --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[release_year]--> 2005
Neg LogProb(↓):   1.568398
Path Entropy(↓):  2.968553
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of this is not a film
Start Entity:     This Is Not a Film
Gold Answer:      [['Jafar Panahi', 'Andrei Tarkovsky', 'Kambuzia Partovi', 'Mårten Klingberg', 'Stefan Haupt']]
Predicted Ans:    Jafar Panahi
Predicted Path:   This Is Not a Film --[written_by]--> Jafar Panahi --[(INV) written_by]--> Closed Curtain --[directed_by]--> Jafar Panahi
Path (Raw):       This Is Not a Film --[written_by]--> Jafar Panahi --[(INV) written_by]--> Closed Curtain --[directed_by]--> Jafar Panahi
Neg LogProb(↓):   0.904193
Path Entropy(↓):  1.291195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of daniele thompson written films
Start Entity:     Danièle Thompson
Gold Answer:      [['Patrice Chéreau']]
Predicted Ans:    Danièle Thompson
Predicted Path:   Danièle Thompson --[(INV) directed_by]--> Jet Lag --[directed_by]--> Danièle Thompson
Path (Raw):       Danièle Thompson --[No Operation]--> Danièle Thompson --[(INV) directed_by]--> Jet Lag --[directed_by]--> Danièle Thompson
Neg LogProb(↓):   0.132738
Path Entropy(↓):  0.375500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who appeared in the same movie with sharon tate
Start Entity:     Sharon Tate
Gold Answer:      [['Paul Burke', 'Barbara Parkins', 'Patty Duke', 'Nancy Kwan', 'Dean Martin', 'Elke Sommer']]
Predicted Ans:    Sharon Tate
Predicted Path:   Sharon Tate --[(INV) starred_actors]--> Valley of the Dolls --[starred_actors]--> Sharon Tate
Path (Raw):       Sharon Tate --[No Operation]--> Sharon Tate --[(INV) starred_actors]--> Valley of the Dolls --[starred_actors]--> Sharon Tate
Neg LogProb(↓):   0.032711
Path Entropy(↓):  0.160626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film the grandfather
Start Entity:     The Grandfather
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   The Grandfather --[written_by]--> Benito Pérez Galdós --[(INV) written_by]--> Tristana --[release_year]--> 1970
Path (Raw):       The Grandfather --[written_by]--> Benito Pérez Galdós --[(INV) written_by]--> Tristana --[release_year]--> 1970
Neg LogProb(↓):   0.044905
Path Entropy(↓):  0.206086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was meaghan martin an actor in
Start Entity:     Meaghan Martin
Gold Answer:      [['Geography Club']]
Predicted Ans:    Geography Club
Predicted Path:   Meaghan Martin --[(INV) starred_actors]--> Geography Club --[starred_actors]--> Justin Deeley --[(INV) starred_actors]--> Geography Club
Path (Raw):       Meaghan Martin --[(INV) starred_actors]--> Geography Club --[starred_actors]--> Justin Deeley --[(INV) starred_actors]--> Geography Club
Neg LogProb(↓):   0.003299
Path Entropy(↓):  0.024888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of xx / xy
Start Entity:     XX/XY
Gold Answer:      [['Danielle Panabaker', 'Nicole LaLiberte', 'Anthony Hopkins']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   XX/XY --[directed_by]--> Austin Chick --[(INV) directed_by]--> August --[starred_actors]--> Anthony Hopkins
Path (Raw):       XX/XY --[directed_by]--> Austin Chick --[(INV) directed_by]--> August --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.009191
Path Entropy(↓):  0.052268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by unleashed writers
Start Entity:     Unleashed
Gold Answer:      [['Japanese', 'French', 'English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Unleashed --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Path (Raw):       Unleashed --[written_by]--> Luc Besson --[(INV) written_by]--> The Fifth Element --[in_language]--> English
Neg LogProb(↓):   0.315517
Path Entropy(↓):  0.823278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film hamlet
Start Entity:     Hamlet
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Hamlet --[in_language]--> English --[(INV) in_language]--> In the Cut --[in_language]--> English
Path (Raw):       Hamlet --[in_language]--> English --[(INV) in_language]--> In the Cut --[in_language]--> English
Neg LogProb(↓):   4.227065
Path Entropy(↓):  4.932272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by john cameron mitchell release
Start Entity:     John Cameron Mitchell
Gold Answer:      [['2001', '2006']]
Predicted Ans:    2001
Predicted Path:   John Cameron Mitchell --[(INV) written_by]--> Hedwig and the Angry Inch --[release_year]--> 2001
Path (Raw):       John Cameron Mitchell --[No Operation]--> John Cameron Mitchell --[(INV) written_by]--> Hedwig and the Angry Inch --[release_year]--> 2001
Neg LogProb(↓):   0.146861
Path Entropy(↓):  0.398740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
David mingay was the director of which films
Start Entity:     David Mingay
Gold Answer:      [['Rude Boy']]
Predicted Ans:    Rude Boy
Predicted Path:   David Mingay --[(INV) directed_by]--> Rude Boy --[directed_by]--> Jack Hazan --[(INV) directed_by]--> Rude Boy
Path (Raw):       David Mingay --[(INV) directed_by]--> Rude Boy --[directed_by]--> Jack Hazan --[(INV) directed_by]--> Rude Boy
Neg LogProb(↓):   0.032895
Path Entropy(↓):  0.142853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with tom cavanagh
Start Entity:     Tom Cavanagh
Gold Answer:      [['Anna Faris', 'Ben Foster', 'Justin Timberlake', 'Bridget Moynahan', 'Kathleen York', 'Dan Aykroyd', 'Heather Graham']]
Predicted Ans:    Bridget Moynahan
Predicted Path:   Tom Cavanagh --[(INV) starred_actors]--> Gray Matters --[starred_actors]--> Bridget Moynahan
Path (Raw):       Tom Cavanagh --[No Operation]--> Tom Cavanagh --[(INV) starred_actors]--> Gray Matters --[starred_actors]--> Bridget Moynahan
Neg LogProb(↓):   0.470351
Path Entropy(↓):  1.035826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie boys are written by who
Start Entity:     Boys
Gold Answer:      [['Andrew Solt', 'Caroline Thompson', 'W. Somerset Maugham', 'Geoffrey Haley', 'Ariel Vromen', 'James Mangold', 'Martin Scorsese', 'Patty Dann', 'Arthur Miller', 'Daniel Waters', 'Helen Childress', 'Edith Wharton', 'Gus Van Sant', 'Marcus Adams', 'Jay Anania', 'Calder Willingham', 'Robin Swicord', 'Eleanor Perry', 'Theodore Isaac Rubin', 'Louisa May Alcott', 'Sarah Y. Mason', 'Edward Bryant', 'Susan Montford', 'Tim Burton', 'Garrett Fort', 'Mark Polish', 'Allison Burnett', 'Victor Heerman', 'Frank LaLoggia', 'Susanna Kaysen']]
Predicted Ans:    Susan Montford
Predicted Path:   Boys --[starred_actors]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out --[written_by]--> Susan Montford
Path (Raw):       Boys --[starred_actors]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out --[written_by]--> Susan Montford
Neg LogProb(↓):   0.026297
Path Entropy(↓):  0.135941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by willie nelson fall under
Start Entity:     Willie Nelson
Gold Answer:      [['Drama', 'Western', 'Music']]
Predicted Ans:    Music
Predicted Path:   Willie Nelson --[(INV) starred_actors]--> Songwriter --[has_genre]--> Music
Path (Raw):       Willie Nelson --[No Operation]--> Willie Nelson --[(INV) starred_actors]--> Songwriter --[has_genre]--> Music
Neg LogProb(↓):   0.198963
Path Entropy(↓):  0.472504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by joey lauren adams
Start Entity:     Joey Lauren Adams
Gold Answer:      [['Sally Field', 'John N. Smith', 'James Toback', 'Richard Linklater', "Dean O'Flaherty"]]
Predicted Ans:    Richard Linklater
Predicted Path:   Joey Lauren Adams --[(INV) starred_actors]--> Dazed and Confused --[directed_by]--> Richard Linklater
Path (Raw):       Joey Lauren Adams --[No Operation]--> Joey Lauren Adams --[(INV) starred_actors]--> Dazed and Confused --[directed_by]--> Richard Linklater
Neg LogProb(↓):   0.743180
Path Entropy(↓):  0.991384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of horns
Start Entity:     Horns
Gold Answer:      [['Joe Hill']]
Predicted Ans:    Joe Hill
Predicted Path:   Horns --[written_by]--> Joe Hill --[(INV) written_by]--> Horns --[written_by]--> Joe Hill
Path (Raw):       Horns --[written_by]--> Joe Hill --[(INV) written_by]--> Horns --[written_by]--> Joe Hill
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by dick powell were in which genres
Start Entity:     Dick Powell
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Dick Powell --[(INV) directed_by]--> The Hunters --[has_genre]--> Thriller
Path (Raw):       Dick Powell --[No Operation]--> Dick Powell --[(INV) directed_by]--> The Hunters --[has_genre]--> Thriller
Neg LogProb(↓):   0.002731
Path Entropy(↓):  0.019155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of closer
Start Entity:     Closer
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   Closer --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       Closer --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.010974
Path Entropy(↓):  0.061960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of crime spree
Start Entity:     Crime Spree
Gold Answer:      [['Shadows in the Sun']]
Predicted Ans:    Crime Spree
Predicted Path:   Crime Spree --[directed_by]--> Brad Mirman --[(INV) directed_by]--> Crime Spree
Path (Raw):       Crime Spree --[No Operation]--> Crime Spree --[directed_by]--> Brad Mirman --[(INV) directed_by]--> Crime Spree
Neg LogProb(↓):   0.260425
Path Entropy(↓):  0.607097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by richard roundtree were released in which years
Start Entity:     Richard Roundtree
Gold Answer:      [['2000', '1971', '1982', '1973', '1981']]
Predicted Ans:    1982
Predicted Path:   Richard Roundtree --[(INV) starred_actors]--> Q --[release_year]--> 1982
Path (Raw):       Richard Roundtree --[No Operation]--> Richard Roundtree --[(INV) starred_actors]--> Q --[release_year]--> 1982
Neg LogProb(↓):   0.677926
Path Entropy(↓):  0.884561
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the gazebo
Start Entity:     The Gazebo
Gold Answer:      [['Eileen Moore', 'James Stewart', 'John Mills', 'Kim Novak', 'Phyllis Calvert']]
Predicted Ans:    James Stewart
Predicted Path:   The Gazebo --[written_by]--> Alec Coppel --[(INV) written_by]--> Vertigo --[starred_actors]--> James Stewart
Path (Raw):       The Gazebo --[written_by]--> Alec Coppel --[(INV) written_by]--> Vertigo --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.029360
Path Entropy(↓):  0.131646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by 10 questions for the dalai lama actors
Start Entity:     10 Questions for the Dalai Lama
Gold Answer:      [['Werner Herzog']]
Predicted Ans:    Rick Ray
Predicted Path:   10 Questions for the Dalai Lama --[starred_actors]--> The Dalai Lama --[(INV) starred_actors]--> 10 Questions for the Dalai Lama --[directed_by]--> Rick Ray
Path (Raw):       10 Questions for the Dalai Lama --[starred_actors]--> The Dalai Lama --[(INV) starred_actors]--> 10 Questions for the Dalai Lama --[directed_by]--> Rick Ray
Neg LogProb(↓):   0.077139
Path Entropy(↓):  0.269814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the wedding crashers director
Start Entity:     Wedding Crashers
Gold Answer:      [['David Dobkin', 'Dan Fogelman', 'Jessie Nelson', 'Miles Millar', 'Alfred Gough', 'Jon Lucas', 'Scott Moore']]
Predicted Ans:    Scott Moore
Predicted Path:   Wedding Crashers --[directed_by]--> David Dobkin --[(INV) directed_by]--> The Change-Up --[written_by]--> Scott Moore
Path (Raw):       Wedding Crashers --[directed_by]--> David Dobkin --[(INV) directed_by]--> The Change-Up --[written_by]--> Scott Moore
Neg LogProb(↓):   0.369313
Path Entropy(↓):  0.805792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with too late blues were released in which years
Start Entity:     Too Late Blues
Gold Answer:      [['1968', '1980', '1976', '1970', '1997', '2007', '1959', '2013', '1999', '1974', '1984', '1977']]
Predicted Ans:    1980
Predicted Path:   Too Late Blues --[written_by]--> John Cassavetes --[(INV) written_by]--> Gloria --[release_year]--> 1980
Path (Raw):       Too Late Blues --[written_by]--> John Cassavetes --[(INV) written_by]--> Gloria --[release_year]--> 1980
Neg LogProb(↓):   1.810115
Path Entropy(↓):  2.110277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by william brookfield starred who
Start Entity:     William Brookfield
Gold Answer:      [['Russell Crowe', 'Bridget Fonda', 'Jim Broadbent']]
Predicted Ans:    Russell Crowe
Predicted Path:   William Brookfield --[(INV) written_by]--> Rough Magic --[starred_actors]--> Russell Crowe
Path (Raw):       William Brookfield --[No Operation]--> William Brookfield --[(INV) written_by]--> Rough Magic --[starred_actors]--> Russell Crowe
Neg LogProb(↓):   0.008704
Path Entropy(↓):  0.051643
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by sandy duncan
Start Entity:     Sandy Duncan
Gold Answer:      [['1971', '1978']]
Predicted Ans:    1978
Predicted Path:   Sandy Duncan --[(INV) starred_actors]--> The Cat from Outer Space --[release_year]--> 1978
Path (Raw):       Sandy Duncan --[No Operation]--> Sandy Duncan --[(INV) starred_actors]--> The Cat from Outer Space --[release_year]--> 1978
Neg LogProb(↓):   0.600163
Path Entropy(↓):  0.688392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of ron judkins directed movies
Start Entity:     Ron Judkins
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Ron Judkins --[(INV) directed_by]--> The Hi-Line --[release_year]--> 1999
Path (Raw):       Ron Judkins --[No Operation]--> Ron Judkins --[(INV) directed_by]--> The Hi-Line --[release_year]--> 1999
Neg LogProb(↓):   0.073063
Path Entropy(↓):  0.254822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie prince avalanche were released in which years
Start Entity:     Prince Avalanche
Gold Answer:      [['2000', '1970', '2008', '2003', '2004', '2011', '2013', '2007']]
Predicted Ans:    2008
Predicted Path:   Prince Avalanche --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Pineapple Express --[release_year]--> 2008
Path (Raw):       Prince Avalanche --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Pineapple Express --[release_year]--> 2008
Neg LogProb(↓):   0.999470
Path Entropy(↓):  1.580316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the beaver
Start Entity:     The Beaver
Gold Answer:      [['Little Man Tate', 'Home for the Holidays']]
Predicted Ans:    Home for the Holidays
Predicted Path:   The Beaver --[directed_by]--> Jodie Foster --[(INV) directed_by]--> Home for the Holidays
Path (Raw):       The Beaver --[directed_by]--> Jodie Foster --[(INV) directed_by]--> Home for the Holidays --[No Operation]--> Home for the Holidays
Neg LogProb(↓):   0.005188
Path Entropy(↓):  0.034243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film 13 ghosts are written by who
Start Entity:     13 Ghosts
Gold Answer:      [['Bert I. Gordon']]
Predicted Ans:    Robb White
Predicted Path:   13 Ghosts --[starred_actors]--> Charles Herbert --[(INV) starred_actors]--> 13 Ghosts --[written_by]--> Robb White
Path (Raw):       13 Ghosts --[starred_actors]--> Charles Herbert --[(INV) starred_actors]--> 13 Ghosts --[written_by]--> Robb White
Neg LogProb(↓):   0.010952
Path Entropy(↓):  0.060440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film bloody mama are written by who
Start Entity:     Bloody Mama
Gold Answer:      [['Don Mankiewicz', 'Paul Mazursky', 'James Mangold', 'Guy Green', 'Theodore Dreiser', 'James Agee', 'Harry Brown', 'Henry Jaglom', 'Elizabeth Kata', 'Irving Wallace', 'Albert Hackett', 'Frances Goodrich', 'Dalton Trumbo', 'Vladimir Nabokov', 'Michael Wilson', 'Hugo Butler', 'Davis Grubb', 'Borden Chase', 'Ezra D. Rappaport', 'Robert L. Richards', 'Wyatt Cooper', 'Grant Stuart', 'Gene Allen', 'Anne Frank', 'Victoria Foyt', 'Robert Thom']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Bloody Mama --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Bloody Mama --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.281045
Path Entropy(↓):  1.830992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie a little stiff
Start Entity:     A Little Stiff
Gold Answer:      [['Erin McKim']]
Predicted Ans:    Erin McKim
Predicted Path:   A Little Stiff --[starred_actors]--> Erin McKim --[(INV) starred_actors]--> A Little Stiff --[starred_actors]--> Erin McKim
Path (Raw):       A Little Stiff --[starred_actors]--> Erin McKim --[(INV) starred_actors]--> A Little Stiff --[starred_actors]--> Erin McKim
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of radioland murders
Start Entity:     Radioland Murders
Gold Answer:      [['Drama', 'Sport', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Radioland Murders --[directed_by]--> Mel Smith --[(INV) directed_by]--> Radioland Murders --[has_genre]--> Comedy
Path (Raw):       Radioland Murders --[directed_by]--> Mel Smith --[(INV) directed_by]--> Radioland Murders --[has_genre]--> Comedy
Neg LogProb(↓):   0.469211
Path Entropy(↓):  0.737665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the do - deca - pentathlon
Start Entity:     The Do-Deca-Pentathlon
Gold Answer:      [['Ross Partridge', 'Elise Muller', 'Judy Greer', 'Greta Gerwig', 'Jason Segel', 'John C. Reilly', 'Susan Sarandon', 'Marisa Tomei', 'Mark Duplass', 'Jonah Hill', 'Catherine Keener', 'Ed Helms', 'Steve Zissis']]
Predicted Ans:    Steve Zissis
Predicted Path:   The Do-Deca-Pentathlon --[directed_by]--> Mark Duplass --[(INV) directed_by]--> The Do-Deca-Pentathlon --[starred_actors]--> Steve Zissis
Path (Raw):       The Do-Deca-Pentathlon --[directed_by]--> Mark Duplass --[(INV) directed_by]--> The Do-Deca-Pentathlon --[starred_actors]--> Steve Zissis
Neg LogProb(↓):   1.165977
Path Entropy(↓):  1.149474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of felicity huffman starred movies
Start Entity:     Felicity Huffman
Gold Answer:      [['2005', '2007']]
Predicted Ans:    2007
Predicted Path:   Felicity Huffman --[(INV) starred_actors]--> Georgia Rule --[release_year]--> 2007
Path (Raw):       Felicity Huffman --[No Operation]--> Felicity Huffman --[(INV) starred_actors]--> Georgia Rule --[release_year]--> 2007
Neg LogProb(↓):   0.064724
Path Entropy(↓):  0.234263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies directed by darren grodsky
Start Entity:     Darren Grodsky
Gold Answer:      [['Danny Jacobs']]
Predicted Ans:    Darren Grodsky
Predicted Path:   Darren Grodsky --[(INV) directed_by]--> Humboldt County --[written_by]--> Darren Grodsky
Path (Raw):       Darren Grodsky --[No Operation]--> Darren Grodsky --[(INV) directed_by]--> Humboldt County --[written_by]--> Darren Grodsky
Neg LogProb(↓):   0.692814
Path Entropy(↓):  0.694598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in wholly moses!
Start Entity:     Wholly Moses!
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Wholly Moses! --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[in_language]--> Japanese
Path (Raw):       Wholly Moses! --[starred_actors]--> Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[in_language]--> Japanese
Neg LogProb(↓):   0.029992
Path Entropy(↓):  0.160276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie the dark backward
Start Entity:     The Dark Backward
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Dark Backward --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Path (Raw):       The Dark Backward --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Neg LogProb(↓):   3.537055
Path Entropy(↓):  4.452383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of crisis
Start Entity:     Crisis
Gold Answer:      [["Frank O'Rourke", 'Judith Rossner', 'Paddy Chayefsky', 'James Poe', 'Kenneth Branagh', 'Sinclair Lewis', 'Gore Vidal', 'F. Scott Fitzgerald', 'Ingmar Bergman', 'Truman Capote', 'Baran bo Odar', 'Jan Costin Wagner', 'Ulla Isaksson', 'Tennessee Williams', 'Stephen Fry', 'Charles McCarry', 'Joseph Conrad', 'Richard Brooks', 'Steve McQueen', 'Julius J. Epstein', 'Philip G. Epstein', 'Fyodor Dostoevsky', 'Akira Kurosawa']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Crisis --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Crisis --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.918494
Path Entropy(↓):  2.112330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the immortal story were in which languages
Start Entity:     The Immortal Story
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    French
Predicted Path:   The Immortal Story --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Immortal Story --[in_language]--> French
Path (Raw):       The Immortal Story --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Immortal Story --[in_language]--> French
Neg LogProb(↓):   0.050211
Path Entropy(↓):  0.203586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What type of film is the count of monte cristo
Start Entity:     The Count of Monte Cristo
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Romance
Predicted Path:   The Count of Monte Cristo --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       The Count of Monte Cristo --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   3.411575
Path Entropy(↓):  0.522241
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film the joker is wild were in which languages
Start Entity:     The Joker Is Wild
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Joker Is Wild --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       The Joker Is Wild --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693323
Path Entropy(↓):  0.695070
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of lonelyhearts
Start Entity:     Lonelyhearts
Gold Answer:      [['Ralph Bellamy', 'Hume Cronyn', 'Greer Garson', 'Jean Hagen']]
Predicted Ans:    Robert Ryan
Predicted Path:   Lonelyhearts --[directed_by]--> Vincent J. Donehue --[(INV) directed_by]--> Lonelyhearts --[starred_actors]--> Robert Ryan
Path (Raw):       Lonelyhearts --[directed_by]--> Vincent J. Donehue --[(INV) directed_by]--> Lonelyhearts --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.301540
Path Entropy(↓):  0.701175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films can be described by christopher mcdonald
Start Entity:     christopher mcdonald
Gold Answer:      [['Dirty Work', 'Quiz Show']]
Predicted Ans:    Dirty Work
Predicted Path:   christopher mcdonald --[(INV) has_tags]--> Dirty Work --[has_tags]--> christopher mcdonald --[(INV) has_tags]--> Dirty Work
Path (Raw):       christopher mcdonald --[(INV) has_tags]--> Dirty Work --[has_tags]--> christopher mcdonald --[(INV) has_tags]--> Dirty Work
Neg LogProb(↓):   0.013259
Path Entropy(↓):  0.084828
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by phoebe ephron starred who
Start Entity:     Phoebe Ephron
Gold Answer:      [['Fred Astaire', 'Thelma Ritter', 'Katharine Hepburn', 'James Stewart', 'Terry Moore', 'Sandra Dee', 'Dan Dailey', 'Spencer Tracy', 'Ethel Merman', 'Marilyn Monroe', 'Leslie Caron', "Donald O'Connor", 'Audrey Meadows']]
Predicted Ans:    Fred Astaire
Predicted Path:   Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[starred_actors]--> Fred Astaire
Path (Raw):       Phoebe Ephron --[No Operation]--> Phoebe Ephron --[(INV) written_by]--> Daddy Long Legs --[starred_actors]--> Fred Astaire
Neg LogProb(↓):   0.894149
Path Entropy(↓):  1.278076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the invisible
Start Entity:     The Invisible
Gold Answer:      [['David Koepp', 'Barbara Wilson', 'Sean Penn', 'Josh Friedman', 'Jon Krakauer', 'Alan Jacobs', 'Aric Avelino', 'Frank Darabont', 'Stephen King', 'Steven Bagatourian', 'Lee David Zlotoff', 'Kyle Rankin', 'John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   The Invisible --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Flubber --[written_by]--> John Hughes
Path (Raw):       The Invisible --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Flubber --[written_by]--> John Hughes
Neg LogProb(↓):   0.513148
Path Entropy(↓):  0.875050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor uta hagen starred together with who
Start Entity:     Uta Hagen
Gold Answer:      [['Diana Muldaur', 'Martin Udvarnoky']]
Predicted Ans:    Uta Hagen
Predicted Path:   Uta Hagen --[(INV) starred_actors]--> The Other --[starred_actors]--> Uta Hagen
Path (Raw):       Uta Hagen --[No Operation]--> Uta Hagen --[(INV) starred_actors]--> The Other --[starred_actors]--> Uta Hagen
Neg LogProb(↓):   0.138477
Path Entropy(↓):  0.432803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter of live flesh also wrote which films
Start Entity:     Live Flesh
Gold Answer:      [['Law of Desire', 'Kika', 'The Flower of My Secret', 'What Have I Done to Deserve This?', 'La Cérémonie', 'Matador', 'Volver', 'Labyrinth of Passion', 'Broken Embraces', 'The Skin I Live In', 'High Heels', 'Tie Me Up! Tie Me Down!', 'Bad Education', 'Dark Habits', 'All About My Mother', 'Talk to Her', 'Women on the Verge of a Nervous Breakdown', 'The Bridesmaid']]
Predicted Ans:    Bad Education
Predicted Path:   Live Flesh --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Bad Education
Path (Raw):       Live Flesh --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Bad Education --[No Operation]--> Bad Education
Neg LogProb(↓):   0.922413
Path Entropy(↓):  1.575009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by maurice valency
Start Entity:     Maurice Valency
Gold Answer:      [['Ingrid Bergman', 'Irina Demick', 'Paolo Stoppa', 'Anthony Quinn']]
Predicted Ans:    Ingrid Bergman
Predicted Path:   Maurice Valency --[(INV) written_by]--> The Visit --[starred_actors]--> Ingrid Bergman
Path (Raw):       Maurice Valency --[No Operation]--> Maurice Valency --[(INV) written_by]--> The Visit --[starred_actors]--> Ingrid Bergman
Neg LogProb(↓):   0.076558
Path Entropy(↓):  0.297352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter guillermo sheridan
Start Entity:     Guillermo Sheridan
Gold Answer:      [['Juan Diego']]
Predicted Ans:    Juan Diego
Predicted Path:   Guillermo Sheridan --[(INV) written_by]--> Cabeza de Vaca --[starred_actors]--> Juan Diego
Path (Raw):       Guillermo Sheridan --[No Operation]--> Guillermo Sheridan --[(INV) written_by]--> Cabeza de Vaca --[starred_actors]--> Juan Diego
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by oskar roehler
Start Entity:     Oskar Roehler
Gold Answer:      [['Atomised']]
Predicted Ans:    Atomised
Predicted Path:   Oskar Roehler --[(INV) directed_by]--> Atomised --[directed_by]--> Oskar Roehler --[(INV) directed_by]--> Atomised
Path (Raw):       Oskar Roehler --[(INV) directed_by]--> Atomised --[directed_by]--> Oskar Roehler --[(INV) directed_by]--> Atomised
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000101
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by james wan
Start Entity:     James Wan
Gold Answer:      [['Shawnee Smith', 'Ryan Kwanten', 'Leigh Whannell', 'Ken Leung', 'Marlee Matlin', 'Tobin Bell', 'Cary Elwes', 'Donnie Wahlberg', 'Kim Coates', 'Bahar Soomekh', 'Amber Valletta', 'Angus Macfadyen', 'James Garner', 'Danny Glover']]
Predicted Ans:    Angus Macfadyen
Predicted Path:   James Wan --[(INV) written_by]--> Saw III --[starred_actors]--> Angus Macfadyen
Path (Raw):       James Wan --[No Operation]--> James Wan --[(INV) written_by]--> Saw III --[starred_actors]--> Angus Macfadyen
Neg LogProb(↓):   0.524392
Path Entropy(↓):  0.978063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie sullivan's travels
Start Entity:     Sullivan's Travels
Gold Answer:      [['1948', '1944', '1942', '1940', '1947', '1941', '1984']]
Predicted Ans:    1941
Predicted Path:   Sullivan's Travels --[directed_by]--> Preston Sturges --[(INV) directed_by]--> The Lady Eve --[release_year]--> 1941
Path (Raw):       Sullivan's Travels --[directed_by]--> Preston Sturges --[(INV) directed_by]--> The Lady Eve --[release_year]--> 1941
Neg LogProb(↓):   0.878297
Path Entropy(↓):  1.508937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie plastic bag
Start Entity:     Plastic Bag
Gold Answer:      [['Werner Herzog', 'Les Blank', 'Denis Reichle', 'Zak Penn']]
Predicted Ans:    Werner Herzog
Predicted Path:   Plastic Bag --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Ballad of the Little Soldier --[directed_by]--> Werner Herzog
Path (Raw):       Plastic Bag --[starred_actors]--> Werner Herzog --[(INV) starred_actors]--> Ballad of the Little Soldier --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.166314
Path Entropy(↓):  1.852038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by jo swerling
Start Entity:     Jo Swerling
Gold Answer:      [['Sam Wood', 'Richard Thorpe', 'William A. Seiter', 'Archie Mayo', 'William Wyler', 'Herbert Ross', 'John M. Stahl', 'John Ford', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Frank Capra']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Jo Swerling --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Jo Swerling --[No Operation]--> Jo Swerling --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.009786
Path Entropy(↓):  1.722716
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of sphinx
Start Entity:     Sphinx
Gold Answer:      [['Henry Fonda', 'Dustin Hoffman', 'Maurice Evans', 'Gilbert Roland', 'Richard Boone', 'Morris Chestnut', 'Hart Bochner', 'Gregory Peck', 'Nia Long', 'Cliff Robertson', 'James Mason', 'Charlton Heston', 'Karl Malden', 'Roddy McDowall', 'Lilli Palmer', 'Rosemary Forsyth', 'Michael Clarke Duncan', 'Janet Suzman', 'David Hemmings', 'Laurence Olivier', 'Kim Hunter', 'George C. Scott', 'Mark Wahlberg', 'Taye Diggs', 'Tim Roth', 'Steve McQueen', 'Helena Bonham Carter']]
Predicted Ans:    Charlton Heston
Predicted Path:   Sphinx --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> The War Lord --[starred_actors]--> Charlton Heston
Path (Raw):       Sphinx --[directed_by]--> Franklin J. Schaffner --[(INV) directed_by]--> The War Lord --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   1.020508
Path Entropy(↓):  1.177309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with suzanne cloutier
Start Entity:     Suzanne Cloutier
Gold Answer:      [['Joyce Redman', 'Robert Coote', 'Micheál MacLiammóir', 'Maggie Smith', 'Kenneth Branagh', 'Laurence Olivier', 'Orson Welles', 'Irène Jacob', 'Laurence Fishburne', 'Frank Finlay']]
Predicted Ans:    Maggie Smith
Predicted Path:   Suzanne Cloutier --[(INV) starred_actors]--> Othello --[starred_actors]--> Maggie Smith
Path (Raw):       Suzanne Cloutier --[No Operation]--> Suzanne Cloutier --[(INV) starred_actors]--> Othello --[starred_actors]--> Maggie Smith
Neg LogProb(↓):   0.027436
Path Entropy(↓):  0.166688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by peter chelsom
Start Entity:     Peter Chelsom
Gold Answer:      [['Simon Pegg', 'Rosamund Pike', 'Oliver Platt', 'Kate Beckinsale', 'Jerry Lewis', 'Leslie Caron', 'Lee Evans', 'John Cusack']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   Peter Chelsom --[(INV) directed_by]--> Serendipity --[starred_actors]--> Kate Beckinsale
Path (Raw):       Peter Chelsom --[No Operation]--> Peter Chelsom --[(INV) directed_by]--> Serendipity --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.407406
Path Entropy(↓):  0.641833
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film mademoiselle were released in which years
Start Entity:     Mademoiselle
Gold Answer:      [['1970', '2003', '1959', '1936', '1984', '1968', '1963', '2009', '1982', '1973', '1994', '1948', '1990', '1996', '1961', '1962', '2000', '1964', '1975', '1960', '1965', '1969']]
Predicted Ans:    1964
Predicted Path:   Mademoiselle --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Path (Raw):       Mademoiselle --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   1.681620
Path Entropy(↓):  2.861395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by jacques cluzaud fall under
Start Entity:     Jacques Cluzaud
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jacques Cluzaud --[(INV) directed_by]--> Oceans --[has_genre]--> Documentary
Path (Raw):       Jacques Cluzaud --[No Operation]--> Jacques Cluzaud --[(INV) directed_by]--> Oceans --[has_genre]--> Documentary
Neg LogProb(↓):   0.191407
Path Entropy(↓):  0.462768
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does the selfish giant fall under
Start Entity:     The Selfish Giant
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Selfish Giant --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Selfish Giant --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.416759
Path Entropy(↓):  4.603745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film intimate strangers were in which genres
Start Entity:     Intimate Strangers
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Intimate Strangers --[written_by]--> Patrice Leconte --[(INV) written_by]--> A Promise --[has_genre]--> Drama
Path (Raw):       Intimate Strangers --[written_by]--> Patrice Leconte --[(INV) written_by]--> A Promise --[has_genre]--> Drama
Neg LogProb(↓):   0.204764
Path Entropy(↓):  0.675827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed grand hotel
Start Entity:     Grand Hotel
Gold Answer:      [['Edmund Goulding']]
Predicted Ans:    Edmund Goulding
Predicted Path:   Grand Hotel --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Nightmare Alley --[directed_by]--> Edmund Goulding
Path (Raw):       Grand Hotel --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> Nightmare Alley --[directed_by]--> Edmund Goulding
Neg LogProb(↓):   0.682324
Path Entropy(↓):  1.096552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by bradley rust gray starred who
Start Entity:     Bradley Rust Gray
Gold Answer:      [['Zoe Kazan']]
Predicted Ans:    Zoe Kazan
Predicted Path:   Bradley Rust Gray --[(INV) written_by]--> The Exploding Girl --[starred_actors]--> Zoe Kazan
Path (Raw):       Bradley Rust Gray --[No Operation]--> Bradley Rust Gray --[(INV) written_by]--> The Exploding Girl --[starred_actors]--> Zoe Kazan
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by richard l. bare release
Start Entity:     Richard L. Bare
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Richard L. Bare --[(INV) directed_by]--> Shoot-Out at Medicine Bend --[release_year]--> 1957
Path (Raw):       Richard L. Bare --[No Operation]--> Richard L. Bare --[(INV) directed_by]--> Shoot-Out at Medicine Bend --[release_year]--> 1957
Neg LogProb(↓):   0.000472
Path Entropy(↓):  0.004085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter allan moyle
Start Entity:     Allan Moyle
Gold Answer:      [['Robin Johnson', 'Christian Slater', 'Tim Curry', 'Trini Alvarado']]
Predicted Ans:    Christian Slater
Predicted Path:   Allan Moyle --[(INV) written_by]--> Pump Up the Volume --[starred_actors]--> Christian Slater
Path (Raw):       Allan Moyle --[No Operation]--> Allan Moyle --[(INV) written_by]--> Pump Up the Volume --[starred_actors]--> Christian Slater
Neg LogProb(↓):   0.347968
Path Entropy(↓):  0.606138
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in prayers for bobby
Start Entity:     Prayers for Bobby
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Prayers for Bobby --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[has_genre]--> Thriller
Path (Raw):       Prayers for Bobby --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[has_genre]--> Thriller
Neg LogProb(↓):   0.186402
Path Entropy(↓):  0.683211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie aliens are directed by who
Start Entity:     Aliens
Gold Answer:      [['Raymond De Felitta', 'Mike Nichols', 'Dean Parisot', 'Charles Winkler', 'Tim Allen', 'David Auburn', 'Ivan Reitman', 'James Cameron', 'Mabrouk El Mechri', 'Harald Zwart', 'William Friedkin', 'Michael Apted', 'Xavier Gens', 'Roman Polanski', 'Christopher Coppola', 'Andy Fickman', 'Franc Roddam', 'Ridley Scott', 'Jon Amiel', 'Stefan Ruzowitzky', 'Bob Swaim', 'Peter Weir', 'David Mirkin', 'Sam Weisman', 'Rodrigo Cortés', 'Jim Simpson', 'Jonathan Frakes', 'Douglas McGrath', 'Ang Lee', 'Peter Yates', 'Cédric Kahn', 'Uwe Boll', 'Geoffrey Wright', 'Barbara Kopple']]
Predicted Ans:    Rodrigo Cortés
Predicted Path:   Aliens --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[directed_by]--> Rodrigo Cortés
Path (Raw):       Aliens --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Red Lights --[directed_by]--> Rodrigo Cortés
Neg LogProb(↓):   0.561184
Path Entropy(↓):  1.516510
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by google
Start Entity:     google
Gold Answer:      [['The Internship']]
Predicted Ans:    Fred Claus
Predicted Path:   google --[(INV) has_tags]--> The Internship --[has_tags]--> vince vaughn --[(INV) has_tags]--> Fred Claus
Path (Raw):       google --[(INV) has_tags]--> The Internship --[has_tags]--> vince vaughn --[(INV) has_tags]--> Fred Claus
Neg LogProb(↓):   0.224431
Path Entropy(↓):  0.515834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in million dollar mermaid
Start Entity:     Million Dollar Mermaid
Gold Answer:      [['Walter Pidgeon', 'Victor Mature', 'Esther Williams', 'David Brian']]
Predicted Ans:    David Brian
Predicted Path:   Million Dollar Mermaid --[starred_actors]--> David Brian --[(INV) starred_actors]--> Intruder in the Dust --[starred_actors]--> David Brian
Path (Raw):       Million Dollar Mermaid --[starred_actors]--> David Brian --[(INV) starred_actors]--> Intruder in the Dust --[starred_actors]--> David Brian
Neg LogProb(↓):   0.042015
Path Entropy(↓):  0.175832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does dark ride fall under
Start Entity:     Dark Ride
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Dark Ride --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Dark Ride --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.220417
Path Entropy(↓):  4.091191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of duplicate also starred in which movies
Start Entity:     Duplicate
Gold Answer:      [['One 2 Ka 4', 'Darr', 'Ishq']]
Predicted Ans:    Duplicate
Predicted Path:   Duplicate --[starred_actors]--> Juhi Chawla --[(INV) starred_actors]--> Duplicate
Path (Raw):       Duplicate --[starred_actors]--> Juhi Chawla --[No Operation]--> Juhi Chawla --[(INV) starred_actors]--> Duplicate
Neg LogProb(↓):   0.117991
Path Entropy(↓):  0.378294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film backfire
Start Entity:     Backfire
Gold Answer:      [['Charles Edward Pogue', 'Waldo Salt', 'George Orwell', 'John Twist', 'Aleksandr Gordon', 'Ernest Hemingway', 'James Thurber', 'Roland Kibbee', 'Otto Klement', 'Edmund H. North', 'John D. Klorer', 'Frank Tashlin', 'Andrei Tarkovsky', 'Billy Wilder', 'Hubert Cornfield', 'Charles Williams', 'Harry Kleiner', 'Arthur Sheekman', 'Jack Jevne', 'Eddie Moran', 'Robb White', 'Richard H. Landau', 'Russell Rouse', 'Clarence Greene', 'Lynn Riggs', 'Ferenc Molnár', 'Anthony Veiller', 'Ken Englund', 'Devery Freeman', 'Everett Freeman', 'Eric Ambler', 'Oscar Hammerstein II', 'Richard Rodgers', 'George S. Kaufman', 'Sy Bartlett', 'Jerome Bixby', 'Joseph L. Mankiewicz', 'Herbert Baker', 'Ivan Goff', 'Ben Roberts', 'Virginia Kellogg']]
Predicted Ans:    Billy Wilder
Predicted Path:   Backfire --[starred_actors]--> Virginia Mayo --[(INV) starred_actors]--> A Song Is Born --[written_by]--> Billy Wilder
Path (Raw):       Backfire --[starred_actors]--> Virginia Mayo --[(INV) starred_actors]--> A Song Is Born --[written_by]--> Billy Wilder
Neg LogProb(↓):   0.837749
Path Entropy(↓):  1.802086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does minase yashiro star in
Start Entity:     Minase Yashiro
Gold Answer:      [['The Machine Girl']]
Predicted Ans:    The Machine Girl
Predicted Path:   Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[starred_actors]--> Minase Yashiro --[(INV) starred_actors]--> The Machine Girl
Path (Raw):       Minase Yashiro --[(INV) starred_actors]--> The Machine Girl --[starred_actors]--> Minase Yashiro --[(INV) starred_actors]--> The Machine Girl
Neg LogProb(↓):   0.003932
Path Entropy(↓):  0.025659
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Remy girard appears in which movies
Start Entity:     Rémy Girard
Gold Answer:      [['Father and Guns']]
Predicted Ans:    Father and Guns
Predicted Path:   Rémy Girard --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Michel Côté --[(INV) starred_actors]--> Father and Guns
Path (Raw):       Rémy Girard --[(INV) starred_actors]--> Father and Guns --[starred_actors]--> Michel Côté --[(INV) starred_actors]--> Father and Guns
Neg LogProb(↓):   0.105357
Path Entropy(↓):  0.402928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the big year
Start Entity:     The Big Year
Gold Answer:      [['The Public Eye', 'The Man Who Knew Too Little', 'Quick Change', 'Antitrust']]
Predicted Ans:    Antitrust
Predicted Path:   The Big Year --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust
Path (Raw):       The Big Year --[written_by]--> Howard Franklin --[(INV) written_by]--> Antitrust --[No Operation]--> Antitrust
Neg LogProb(↓):   0.073891
Path Entropy(↓):  0.362145
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by pawel pawlikowski
Start Entity:     Pawel Pawlikowski
Gold Answer:      [['2000', '2004']]
Predicted Ans:    2004
Predicted Path:   Pawel Pawlikowski --[(INV) directed_by]--> My Summer of Love --[release_year]--> 2004
Path (Raw):       Pawel Pawlikowski --[No Operation]--> Pawel Pawlikowski --[(INV) directed_by]--> My Summer of Love --[release_year]--> 2004
Neg LogProb(↓):   0.003000
Path Entropy(↓):  0.022223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in calling dr. gillespie
Start Entity:     Calling Dr. Gillespie
Gold Answer:      [['1946', '1954', '1944', '2008', '1936', '1935', '1941', '1939', '1933', '1928', '1953', '1956', '1931', '1948', '1942', '1938', '1926', '1955', '1949', '1945', '1937', '1952']]
Predicted Ans:    1948
Predicted Path:   Calling Dr. Gillespie --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> Key Largo --[release_year]--> 1948
Path (Raw):       Calling Dr. Gillespie --[starred_actors]--> Lionel Barrymore --[(INV) starred_actors]--> Key Largo --[release_year]--> 1948
Neg LogProb(↓):   0.682589
Path Entropy(↓):  1.843120
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in samaire armstrong acted films
Start Entity:     Samaire Armstrong
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Samaire Armstrong --[(INV) starred_actors]--> Just My Luck --[in_language]--> English
Path (Raw):       Samaire Armstrong --[No Operation]--> Samaire Armstrong --[(INV) starred_actors]--> Just My Luck --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the forgotten woman
Start Entity:     The Forgotten Woman
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   The Forgotten Woman --[directed_by]--> Dilip Mehta --[(INV) directed_by]--> Cooking with Stella --[release_year]--> 2009
Path (Raw):       The Forgotten Woman --[directed_by]--> Dilip Mehta --[(INV) directed_by]--> Cooking with Stella --[release_year]--> 2009
Neg LogProb(↓):   0.142530
Path Entropy(↓):  0.391813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of citizen cohn
Start Entity:     Citizen Cohn
Gold Answer:      [['Conspiracy', 'Dirty Pictures']]
Predicted Ans:    Conspiracy
Predicted Path:   Citizen Cohn --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy
Path (Raw):       Citizen Cohn --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy --[No Operation]--> Conspiracy
Neg LogProb(↓):   0.223524
Path Entropy(↓):  0.610777
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie nowhere to run
Start Entity:     Nowhere to Run
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Nowhere to Run --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Path (Raw):       Nowhere to Run --[release_year]--> 1993 --[(INV) release_year]--> Kika --[release_year]--> 1993
Neg LogProb(↓):   2.891316
Path Entropy(↓):  4.527285
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the fist of legend director
Start Entity:     Fist of Legend
Gold Answer:      [['Cantonese', 'English', 'Japanese']]
Predicted Ans:    Cantonese
Predicted Path:   Fist of Legend --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[in_language]--> Cantonese
Path (Raw):       Fist of Legend --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[in_language]--> Cantonese
Neg LogProb(↓):   0.932786
Path Entropy(↓):  1.085353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of phat beach
Start Entity:     Phat Beach
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Phat Beach --[written_by]--> Doug Ellin --[(INV) written_by]--> Phat Beach --[has_genre]--> Comedy
Path (Raw):       Phat Beach --[written_by]--> Doug Ellin --[(INV) written_by]--> Phat Beach --[has_genre]--> Comedy
Neg LogProb(↓):   0.070908
Path Entropy(↓):  0.249618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does comes a horseman fall under
Start Entity:     Comes a Horseman
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Comes a Horseman --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       Comes a Horseman --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   1.487375
Path Entropy(↓):  3.180394
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film america america were in which genres
Start Entity:     America America
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   America America --[written_by]--> Elia Kazan --[(INV) written_by]--> The Arrangement --[has_genre]--> Drama
Path (Raw):       America America --[written_by]--> Elia Kazan --[(INV) written_by]--> The Arrangement --[has_genre]--> Drama
Neg LogProb(↓):   0.322439
Path Entropy(↓):  0.590570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of deathstalker ii
Start Entity:     Deathstalker II
Gold Answer:      [['Jim Wynorski']]
Predicted Ans:    Jim Wynorski
Predicted Path:   Deathstalker II --[written_by]--> Jim Wynorski --[(INV) written_by]--> Camel Spiders --[written_by]--> Jim Wynorski
Path (Raw):       Deathstalker II --[written_by]--> Jim Wynorski --[(INV) written_by]--> Camel Spiders --[written_by]--> Jim Wynorski
Neg LogProb(↓):   0.349691
Path Entropy(↓):  0.629587
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of brain donors
Start Entity:     Brain Donors
Gold Answer:      [['1998', '1993', '1991', '2006', '1985', '1984']]
Predicted Ans:    1991
Predicted Path:   Brain Donors --[written_by]--> Pat Proft --[(INV) written_by]--> Hot Shots! --[release_year]--> 1991
Path (Raw):       Brain Donors --[written_by]--> Pat Proft --[(INV) written_by]--> Hot Shots! --[release_year]--> 1991
Neg LogProb(↓):   0.094917
Path Entropy(↓):  0.420306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the emperor's new clothes are written by who
Start Entity:     The Emperor's New Clothes
Gold Answer:      [['Sidney Lumet', 'Lem Dobbs', 'Emmanuel Bourdieu', 'Arthur Symons', 'Terry Gilliam', 'Robert Daley', 'Michael Lesy', 'James Marsh', 'Jan Pinkava', 'Brad Bird', 'John Cusack', 'David Cronenberg', 'Tom Stoppard', 'Dennis Potter', 'Nick Hornby', 'William S. Burroughs', 'Arnaud Desplechin', 'Charles McKeown']]
Predicted Ans:    David Cronenberg
Predicted Path:   The Emperor's New Clothes --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Naked Lunch --[written_by]--> David Cronenberg
Path (Raw):       The Emperor's New Clothes --[starred_actors]--> Ian Holm --[(INV) starred_actors]--> Naked Lunch --[written_by]--> David Cronenberg
Neg LogProb(↓):   1.202658
Path Entropy(↓):  1.416655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of anatomy of hell
Start Entity:     Anatomy of Hell
Gold Answer:      [['François Berléand', 'Richard Burton', 'Caroline Ducey', 'Sagamore Stévenin', 'Asia Argento', 'Rocco Siffredi', 'Gérard Depardieu', 'Wesley Ruggles', "Fu'ad Aït Aattou", 'Raquel Welch', 'John Carradine', 'Roxane Mesquida', 'Sophie Marceau', 'Edna Purviance', 'Gilles Guillain', 'Sarah Pratt']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   Anatomy of Hell --[written_by]--> Catherine Breillat --[(INV) written_by]--> Police --[starred_actors]--> Gérard Depardieu
Path (Raw):       Anatomy of Hell --[written_by]--> Catherine Breillat --[(INV) written_by]--> Police --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   1.251399
Path Entropy(↓):  1.740551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of flirt
Start Entity:     Flirt
Gold Answer:      [['No Such Thing', 'Surviving Desire', 'The Girl from Monday', 'The Book of Life', 'Fay Grim', 'Trust', 'Simple Men', 'Amateur']]
Predicted Ans:    Amateur
Predicted Path:   Flirt --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Amateur
Path (Raw):       Flirt --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Amateur --[No Operation]--> Amateur
Neg LogProb(↓):   0.425081
Path Entropy(↓):  1.058380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of good advice
Start Entity:     Good Advice
Gold Answer:      [['Undercover Brother', 'Major League', 'The Big Bounce', 'Blonde and Blonder', 'Hot Shots!', 'Shadow Conspiracy', 'Hot Shots! Part Deux', 'Agent Cody Banks', 'The Rookie', 'Mom and Dad Save the World', 'Men at Work', 'The Chase', 'Bad Day on the Block', 'Lucas', 'Major League II', 'Young Guns', 'High School High', 'Terminal Velocity', 'Drop Dead Gorgeous', 'All Dogs Go to Heaven 2', 'Money Talks', 'A Glimpse Inside the Mind of Charles Swan III', 'Red Dawn', 'Tammy and the T-Rex', 'Kambakkht Ishq', 'Foodfight!', 'Trapped in Paradise', 'Wall Street', 'My Stepmother Is an Alien', "No Man's Land", 'The Third Wheel', 'Rated X', 'The Arrival', 'End Game', 'Cadence', 'The Three Musketeers', 'Valentine', 'Mr. Destiny']]
Predicted Ans:    Red Dawn
Predicted Path:   Good Advice --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn
Path (Raw):       Good Advice --[starred_actors]--> Charlie Sheen --[No Operation]--> Charlie Sheen --[(INV) starred_actors]--> Red Dawn
Neg LogProb(↓):   0.530410
Path Entropy(↓):  1.110846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film lovely to look at were in which genres
Start Entity:     Lovely to Look At
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Lovely to Look At --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       Lovely to Look At --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   0.940450
Path Entropy(↓):  1.611474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by john grisham
Start Entity:     John Grisham
Gold Answer:      [['James Foley', 'Robert Altman', 'Joel Schumacher', 'Joe Roth', 'Francis Ford Coppola', 'Sydney Pollack', 'Gary Fleder', 'Hugh Wilson', 'Joseph Anthony', 'Alan J. Pakula']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   John Grisham --[(INV) written_by]--> The Rainmaker --[directed_by]--> Francis Ford Coppola
Path (Raw):       John Grisham --[No Operation]--> John Grisham --[(INV) written_by]--> The Rainmaker --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.302492
Path Entropy(↓):  0.802795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is stardom
Start Entity:     Stardom
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Stardom --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Stardom --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.421444
Path Entropy(↓):  5.007736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film the taste of others released
Start Entity:     The Taste of Others
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Taste of Others --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       The Taste of Others --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   3.332810
Path Entropy(↓):  4.746166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in karthik calling karthik
Start Entity:     Karthik Calling Karthik
Gold Answer:      [['Deepika Padukone', 'Farhan Akhtar']]
Predicted Ans:    Deepika Padukone
Predicted Path:   Karthik Calling Karthik --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Chennai Express --[starred_actors]--> Deepika Padukone
Path (Raw):       Karthik Calling Karthik --[starred_actors]--> Deepika Padukone --[(INV) starred_actors]--> Chennai Express --[starred_actors]--> Deepika Padukone
Neg LogProb(↓):   0.486553
Path Entropy(↓):  1.252800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by randy pearlstein
Start Entity:     Randy Pearlstein
Gold Answer:      [['Rider Strong', 'Jordan Ladd', 'James DeBello']]
Predicted Ans:    Jordan Ladd
Predicted Path:   Randy Pearlstein --[(INV) written_by]--> Cabin Fever --[starred_actors]--> Jordan Ladd
Path (Raw):       Randy Pearlstein --[No Operation]--> Randy Pearlstein --[(INV) written_by]--> Cabin Fever --[starred_actors]--> Jordan Ladd
Neg LogProb(↓):   0.009646
Path Entropy(↓):  0.054539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by joseph cross released
Start Entity:     Joseph Cross
Gold Answer:      [['2008', '1998']]
Predicted Ans:    1998
Predicted Path:   Joseph Cross --[(INV) starred_actors]--> Wide Awake --[release_year]--> 1998
Path (Raw):       Joseph Cross --[No Operation]--> Joseph Cross --[(INV) starred_actors]--> Wide Awake --[release_year]--> 1998
Neg LogProb(↓):   0.040206
Path Entropy(↓):  0.166600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of vampire hunter d
Start Entity:     Vampire Hunter D
Gold Answer:      [['Yoshiaki Kawajiri']]
Predicted Ans:    Yoshiaki Kawajiri
Predicted Path:   Vampire Hunter D --[written_by]--> Hideyuki Kikuchi --[(INV) written_by]--> Wicked City --[directed_by]--> Yoshiaki Kawajiri
Path (Raw):       Vampire Hunter D --[written_by]--> Hideyuki Kikuchi --[(INV) written_by]--> Wicked City --[directed_by]--> Yoshiaki Kawajiri
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the gaucho
Start Entity:     The Gaucho
Gold Answer:      [['Russell Crowe', 'Wallace Beery', 'Douglas Fairbanks', 'Cate Blanchett']]
Predicted Ans:    F. Richard Jones
Predicted Path:   The Gaucho --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> The Gaucho --[directed_by]--> F. Richard Jones
Path (Raw):       The Gaucho --[written_by]--> Douglas Fairbanks --[(INV) written_by]--> The Gaucho --[directed_by]--> F. Richard Jones
Neg LogProb(↓):   0.154374
Path Entropy(↓):  0.506336
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by chris columbus release
Start Entity:     Chris Columbus
Gold Answer:      [['1995', '1988', '1991', '2004', '1985', '1984']]
Predicted Ans:    1985
Predicted Path:   Chris Columbus --[(INV) written_by]--> The Goonies --[release_year]--> 1985
Path (Raw):       Chris Columbus --[No Operation]--> Chris Columbus --[(INV) written_by]--> The Goonies --[release_year]--> 1985
Neg LogProb(↓):   0.222116
Path Entropy(↓):  0.856676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by michael lange were released in which years
Start Entity:     Michael Lange
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Michael Lange --[(INV) directed_by]--> My Future Boyfriend --[release_year]--> 2011
Path (Raw):       Michael Lange --[No Operation]--> Michael Lange --[(INV) directed_by]--> My Future Boyfriend --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by emmanuel laurent fall under
Start Entity:     Emmanuel Laurent
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Emmanuel Laurent --[(INV) directed_by]--> Two in the Wave --[has_genre]--> Documentary
Path (Raw):       Emmanuel Laurent --[No Operation]--> Emmanuel Laurent --[(INV) directed_by]--> Two in the Wave --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in love me tender
Start Entity:     Love Me Tender
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Western', 'Musical', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Love Me Tender --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Flaming Star --[has_genre]--> Western
Path (Raw):       Love Me Tender --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Flaming Star --[has_genre]--> Western
Neg LogProb(↓):   1.071781
Path Entropy(↓):  2.042525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of guarding tess also wrote movies
Start Entity:     Guarding Tess
Gold Answer:      [['Blast from the Past', 'Police Academy', "Rustlers' Rhapsody", 'Burglar']]
Predicted Ans:    Rustlers' Rhapsody
Predicted Path:   Guarding Tess --[written_by]--> Hugh Wilson --[(INV) written_by]--> Rustlers' Rhapsody
Path (Raw):       Guarding Tess --[written_by]--> Hugh Wilson --[(INV) written_by]--> Rustlers' Rhapsody --[No Operation]--> Rustlers' Rhapsody
Neg LogProb(↓):   0.069720
Path Entropy(↓):  0.314912
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did tim calpin write
Start Entity:     Tim Calpin
Gold Answer:      [['Assassination of a High School President']]
Predicted Ans:    Assassination of a High School President
Predicted Path:   Tim Calpin --[(INV) written_by]--> Assassination of a High School President --[written_by]--> Kevin Jakubowski --[(INV) written_by]--> Assassination of a High School President
Path (Raw):       Tim Calpin --[(INV) written_by]--> Assassination of a High School President --[written_by]--> Kevin Jakubowski --[(INV) written_by]--> Assassination of a High School President
Neg LogProb(↓):   0.000341
Path Entropy(↓):  0.003062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by josephine hart were released in which years
Start Entity:     Josephine Hart
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Josephine Hart --[(INV) written_by]--> Damage --[release_year]--> 1992
Path (Raw):       Josephine Hart --[No Operation]--> Josephine Hart --[(INV) written_by]--> Damage --[release_year]--> 1992
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with masami fukushima
Start Entity:     Masami Fukushima
Gold Answer:      [['William Hope Hodgson', 'Shinichi Hoshi', 'Takeshi Kimura']]
Predicted Ans:    Masami Fukushima
Predicted Path:   Masami Fukushima --[(INV) written_by]--> Matango --[written_by]--> Masami Fukushima
Path (Raw):       Masami Fukushima --[No Operation]--> Masami Fukushima --[(INV) written_by]--> Matango --[written_by]--> Masami Fukushima
Neg LogProb(↓):   0.036407
Path Entropy(↓):  0.182825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The screenwriter of baby the rain must fall also wrote which movies
Start Entity:     Baby the Rain Must Fall
Gold Answer:      [['Of Mice and Men', 'The Trip to Bountiful', 'Hurry Sundown', 'To Kill a Mockingbird', 'Tender Mercies']]
Predicted Ans:    Baby the Rain Must Fall
Predicted Path:   Baby the Rain Must Fall --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall
Path (Raw):       Baby the Rain Must Fall --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[No Operation]--> Baby the Rain Must Fall
Neg LogProb(↓):   0.316357
Path Entropy(↓):  0.708376
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films was tom malloy a writer on
Start Entity:     Tom Malloy
Gold Answer:      [['The Alphabet Killer']]
Predicted Ans:    The Alphabet Killer
Predicted Path:   Tom Malloy --[(INV) written_by]--> The Alphabet Killer --[written_by]--> Tom Malloy --[(INV) written_by]--> The Alphabet Killer
Path (Raw):       Tom Malloy --[(INV) written_by]--> The Alphabet Killer --[written_by]--> Tom Malloy --[(INV) written_by]--> The Alphabet Killer
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by klinton spilsbury were written by who
Start Entity:     Klinton Spilsbury
Gold Answer:      [['George W. Trendle', 'Fran Striker']]
Predicted Ans:    Fran Striker
Predicted Path:   Klinton Spilsbury --[(INV) starred_actors]--> The Legend of the Lone Ranger --[written_by]--> Fran Striker
Path (Raw):       Klinton Spilsbury --[No Operation]--> Klinton Spilsbury --[(INV) starred_actors]--> The Legend of the Lone Ranger --[written_by]--> Fran Striker
Neg LogProb(↓):   0.000043
Path Entropy(↓):  0.000474
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the decline of western civilization
Start Entity:     The Decline of Western Civilization
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   The Decline of Western Civilization --[written_by]--> Penelope Spheeris --[(INV) written_by]--> The Little Rascals --[release_year]--> 1994
Path (Raw):       The Decline of Western Civilization --[written_by]--> Penelope Spheeris --[(INV) written_by]--> The Little Rascals --[release_year]--> 1994
Neg LogProb(↓):   0.021384
Path Entropy(↓):  0.110374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with chandra west
Start Entity:     Chandra West
Gold Answer:      [['Teresa Hill', 'Ash Adams', 'Chris Klein', 'Brendan Fehr', 'Gordon Currie']]
Predicted Ans:    Chandra West
Predicted Path:   Chandra West --[(INV) starred_actors]--> Puppet Master 4 --[starred_actors]--> Chandra West
Path (Raw):       Chandra West --[No Operation]--> Chandra West --[(INV) starred_actors]--> Puppet Master 4 --[starred_actors]--> Chandra West
Neg LogProb(↓):   0.002764
Path Entropy(↓):  0.020768
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What did douglas camfield direct
Start Entity:     Douglas Camfield
Gold Answer:      [['Ivanhoe']]
Predicted Ans:    Ivanhoe
Predicted Path:   Douglas Camfield --[(INV) directed_by]--> Ivanhoe --[written_by]--> Sir Walter Scott --[(INV) written_by]--> Ivanhoe
Path (Raw):       Douglas Camfield --[(INV) directed_by]--> Ivanhoe --[written_by]--> Sir Walter Scott --[(INV) written_by]--> Ivanhoe
Neg LogProb(↓):   0.131039
Path Entropy(↓):  0.401465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of man's favorite sport?
Start Entity:     Man's Favorite Sport?
Gold Answer:      [['Buddy Buddy', 'All That Heaven Allows', 'Gun Fury', 'A Gathering of Eagles', 'The Stepford Wives', 'Ice Station Zebra', 'The Undefeated', 'Avalanche', 'Magnificent Obsession', 'Pretty Maids All in a Row', 'Strange Bedfellows', 'Tobruk', 'Darling Lili', 'The Lawless Breed', 'Born to Win', 'Pillow Talk', 'Giant', 'Something of Value', 'Come September', 'Battle Hymn', 'Last of the Red Hot Lovers', 'Saturday the 14th', 'Written on the Wind', 'The Parallax View', 'Lover Come Back', 'The Last Sunset', 'A Fine Pair', 'Send Me No Flowers', 'Seconds', 'The World of Henry Orient', 'Bend of the River']]
Predicted Ans:    The Undefeated
Predicted Path:   Man's Favorite Sport? --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> The Undefeated
Path (Raw):       Man's Favorite Sport? --[starred_actors]--> Rock Hudson --[No Operation]--> Rock Hudson --[(INV) starred_actors]--> The Undefeated
Neg LogProb(↓):   0.862655
Path Entropy(↓):  1.377175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the presidio were in which genres
Start Entity:     The Presidio
Gold Answer:      [['Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Presidio --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[has_genre]--> Thriller
Path (Raw):       The Presidio --[directed_by]--> Peter Hyams --[(INV) directed_by]--> The Star Chamber --[has_genre]--> Thriller
Neg LogProb(↓):   0.024224
Path Entropy(↓):  0.125516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the space movie
Start Entity:     The Space Movie
Gold Answer:      [['Music']]
Predicted Ans:    Music
Predicted Path:   The Space Movie --[written_by]--> Tony Palmer --[(INV) written_by]--> 200 Motels --[has_genre]--> Music
Path (Raw):       The Space Movie --[written_by]--> Tony Palmer --[(INV) written_by]--> 200 Motels --[has_genre]--> Music
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by bent hamer
Start Entity:     Bent Hamer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bent Hamer --[(INV) written_by]--> Eggs --[has_genre]--> Comedy
Path (Raw):       Bent Hamer --[No Operation]--> Bent Hamer --[(INV) written_by]--> Eggs --[has_genre]--> Comedy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of desire also wrote which movies
Start Entity:     Desire
Gold Answer:      [['The Gay Divorcee', 'Dr. Jekyll and Mr. Hyde', 'Conquest', 'The Lives of a Bengal Lancer', 'Tales of Manhattan', 'Test Pilot', 'Laura', 'Midnight', 'Cluny Brown', 'The Buccaneer', 'Love Me Tonight', 'The Sign of the Cross', 'Cleopatra', 'To Be or Not to Be']]
Predicted Ans:    Dr. Jekyll and Mr. Hyde
Predicted Path:   Desire --[written_by]--> Samuel Hoffenstein --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde
Path (Raw):       Desire --[written_by]--> Samuel Hoffenstein --[(INV) written_by]--> Dr. Jekyll and Mr. Hyde --[No Operation]--> Dr. Jekyll and Mr. Hyde
Neg LogProb(↓):   0.891839
Path Entropy(↓):  1.340054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by blood and sand writers release
Start Entity:     Blood and Sand
Gold Answer:      [['1926']]
Predicted Ans:    1941
Predicted Path:   Blood and Sand --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand --[release_year]--> 1941
Path (Raw):       Blood and Sand --[written_by]--> Vicente Blasco Ibáñez --[(INV) written_by]--> Blood and Sand --[release_year]--> 1941
Neg LogProb(↓):   0.281467
Path Entropy(↓):  0.573209
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies written by brandon beckner released
Start Entity:     Brandon Beckner
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Brandon Beckner --[(INV) written_by]--> Remarkable Power --[release_year]--> 2008
Path (Raw):       Brandon Beckner --[No Operation]--> Brandon Beckner --[(INV) written_by]--> Remarkable Power --[release_year]--> 2008
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in prehistoric women
Start Entity:     Prehistoric Women
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Prehistoric Women --[starred_actors]--> Martine Beswick --[(INV) starred_actors]--> A Bullet for the General --[release_year]--> 1966
Path (Raw):       Prehistoric Women --[starred_actors]--> Martine Beswick --[(INV) starred_actors]--> A Bullet for the General --[release_year]--> 1966
Neg LogProb(↓):   0.039754
Path Entropy(↓):  0.182841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by jeff arch
Start Entity:     Jeff Arch
Gold Answer:      [['Sleepless in Seattle']]
Predicted Ans:    Sleepless in Seattle
Predicted Path:   Jeff Arch --[(INV) written_by]--> Sleepless in Seattle --[written_by]--> Jeff Arch --[(INV) written_by]--> Sleepless in Seattle
Path (Raw):       Jeff Arch --[(INV) written_by]--> Sleepless in Seattle --[written_by]--> Jeff Arch --[(INV) written_by]--> Sleepless in Seattle
Neg LogProb(↓):   0.169777
Path Entropy(↓):  0.433499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter john payson
Start Entity:     John Payson
Gold Answer:      [["Jerry O'Connell", 'Billy West', 'Megan Ward']]
Predicted Ans:    Jerry O'Connell
Predicted Path:   John Payson --[(INV) written_by]--> Joe's Apartment --[starred_actors]--> Jerry O'Connell
Path (Raw):       John Payson --[No Operation]--> John Payson --[(INV) written_by]--> Joe's Apartment --[starred_actors]--> Jerry O'Connell
Neg LogProb(↓):   0.000035
Path Entropy(↓):  0.000407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of high sierra
Start Entity:     High Sierra
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   High Sierra --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Path (Raw):       High Sierra --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Neg LogProb(↓):   0.551468
Path Entropy(↓):  1.337640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of the ladies man
Start Entity:     The Ladies Man
Gold Answer:      [['The Family Jewels', 'The Nutty Professor', 'The Bellboy', 'The Patsy', 'The Errand Boy']]
Predicted Ans:    The Errand Boy
Predicted Path:   The Ladies Man --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy
Path (Raw):       The Ladies Man --[No Operation]--> The Ladies Man --[written_by]--> Jerry Lewis --[(INV) written_by]--> The Errand Boy
Neg LogProb(↓):   0.225854
Path Entropy(↓):  0.626782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of electra glide in blue
Start Entity:     Electra Glide in Blue
Gold Answer:      [['Money Train', 'In Cold Blood', 'Busting']]
Predicted Ans:    Busting
Predicted Path:   Electra Glide in Blue --[starred_actors]--> Robert Blake --[(INV) starred_actors]--> Busting
Path (Raw):       Electra Glide in Blue --[starred_actors]--> Robert Blake --[No Operation]--> Robert Blake --[(INV) starred_actors]--> Busting
Neg LogProb(↓):   0.133520
Path Entropy(↓):  0.454586
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in four weddings and a funeral
Start Entity:     Four Weddings and a Funeral
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Four Weddings and a Funeral --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[in_language]--> French
Path (Raw):       Four Weddings and a Funeral --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[in_language]--> French
Neg LogProb(↓):   0.181972
Path Entropy(↓):  0.450102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by ilmar raag
Start Entity:     Ilmar Raag
Gold Answer:      [['François Bégaudeau']]
Predicted Ans:    François Bégaudeau
Predicted Path:   Ilmar Raag --[(INV) directed_by]--> The Class --[starred_actors]--> François Bégaudeau
Path (Raw):       Ilmar Raag --[No Operation]--> Ilmar Raag --[(INV) directed_by]--> The Class --[starred_actors]--> François Bégaudeau
Neg LogProb(↓):   0.005711
Path Entropy(↓):  0.035109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ben chaplin act in
Start Entity:     Ben Chaplin
Gold Answer:      [['Birthday Girl', 'Murder by Numbers', 'Lost Souls', 'The Water Horse', 'Ways to Live Forever']]
Predicted Ans:    Murder by Numbers
Predicted Path:   Ben Chaplin --[(INV) starred_actors]--> Murder by Numbers --[starred_actors]--> Michael Pitt --[(INV) starred_actors]--> Murder by Numbers
Path (Raw):       Ben Chaplin --[(INV) starred_actors]--> Murder by Numbers --[starred_actors]--> Michael Pitt --[(INV) starred_actors]--> Murder by Numbers
Neg LogProb(↓):   0.748501
Path Entropy(↓):  1.265891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in nancy drew
Start Entity:     Nancy Drew
Gold Answer:      [['Emma Roberts', 'Max Thieriot']]
Predicted Ans:    Emma Roberts
Predicted Path:   Nancy Drew --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[starred_actors]--> Emma Roberts
Path (Raw):       Nancy Drew --[starred_actors]--> Emma Roberts --[(INV) starred_actors]--> Hotel for Dogs --[starred_actors]--> Emma Roberts
Neg LogProb(↓):   0.423410
Path Entropy(↓):  0.900643
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of out to sea
Start Entity:     Out to Sea
Gold Answer:      [['Martha Coolidge']]
Predicted Ans:    Martha Coolidge
Predicted Path:   Out to Sea --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Angie --[directed_by]--> Martha Coolidge
Path (Raw):       Out to Sea --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Angie --[directed_by]--> Martha Coolidge
Neg LogProb(↓):   0.002965
Path Entropy(↓):  0.020381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie children of men
Start Entity:     Children of Men
Gold Answer:      [['Ronald Neame', 'Gus Van Sant', 'Walter Salles', 'David Nicholls', 'Ethan Coen', 'Gurinder Chadha', 'Wes Craven', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Charles Dickens', 'Steve Kloves', 'Tom Tykwer', 'Cecil McGivern', 'Kay Walsh', 'Frances Hodgson Burnett', 'Alexander Payne', 'David Lean']]
Predicted Ans:    Alfonso Cuarón
Predicted Path:   Children of Men --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Y Tu Mamá También --[written_by]--> Alfonso Cuarón
Path (Raw):       Children of Men --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Y Tu Mamá También --[written_by]--> Alfonso Cuarón
Neg LogProb(↓):   0.118934
Path Entropy(↓):  0.478835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of alone in the dark
Start Entity:     Alone in the Dark
Gold Answer:      [['William Friedkin', 'Uwe Boll', 'Daniel Chuba', 'David C. Wilson', 'William Malone', 'Jim Kouf']]
Predicted Ans:    Uwe Boll
Predicted Path:   Alone in the Dark --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Rampage --[written_by]--> Uwe Boll
Path (Raw):       Alone in the Dark --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Rampage --[written_by]--> Uwe Boll
Neg LogProb(↓):   0.525258
Path Entropy(↓):  1.044527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jeff tremaine directed movies
Start Entity:     Jeff Tremaine
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Jeff Tremaine --[(INV) directed_by]--> Jackass Number Two --[release_year]--> 2006
Path (Raw):       Jeff Tremaine --[No Operation]--> Jeff Tremaine --[(INV) directed_by]--> Jackass Number Two --[release_year]--> 2006
Neg LogProb(↓):   0.000303
Path Entropy(↓):  0.002755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the youngest profession released
Start Entity:     The Youngest Profession
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   The Youngest Profession --[release_year]--> 1943 --[(INV) release_year]--> In Old Oklahoma --[release_year]--> 1943
Path (Raw):       The Youngest Profession --[release_year]--> 1943 --[(INV) release_year]--> In Old Oklahoma --[release_year]--> 1943
Neg LogProb(↓):   1.618383
Path Entropy(↓):  2.512078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did michele petin write
Start Entity:     Michèle Pétin
Gold Answer:      [['Murderous Maids']]
Predicted Ans:    Murderous Maids
Predicted Path:   Michèle Pétin --[(INV) written_by]--> Murderous Maids --[written_by]--> Paulette Houdyer --[(INV) written_by]--> Murderous Maids
Path (Raw):       Michèle Pétin --[(INV) written_by]--> Murderous Maids --[written_by]--> Paulette Houdyer --[(INV) written_by]--> Murderous Maids
Neg LogProb(↓):   0.028122
Path Entropy(↓):  0.126760
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of rio sex comedy
Start Entity:     Rio Sex Comedy
Gold Answer:      [['Sunday', 'Mondovino']]
Predicted Ans:    Mondovino
Predicted Path:   Rio Sex Comedy --[written_by]--> Jonathan Nossiter --[(INV) written_by]--> Mondovino
Path (Raw):       Rio Sex Comedy --[written_by]--> Jonathan Nossiter --[(INV) written_by]--> Mondovino --[No Operation]--> Mondovino
Neg LogProb(↓):   0.139421
Path Entropy(↓):  0.533409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by aharon keshales fall under
Start Entity:     Aharon Keshales
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Aharon Keshales --[(INV) written_by]--> Big Bad Wolves --[has_genre]--> Thriller
Path (Raw):       Aharon Keshales --[No Operation]--> Aharon Keshales --[(INV) written_by]--> Big Bad Wolves --[has_genre]--> Thriller
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by joao emanuel carneiro release
Start Entity:     João Emanuel Carneiro
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   João Emanuel Carneiro --[(INV) written_by]--> Central Station --[release_year]--> 1998
Path (Raw):       João Emanuel Carneiro --[No Operation]--> João Emanuel Carneiro --[(INV) written_by]--> Central Station --[release_year]--> 1998
Neg LogProb(↓):   0.000616
Path Entropy(↓):  0.005167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by justin hardy were in which genres
Start Entity:     Justin Hardy
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Justin Hardy --[(INV) directed_by]--> A Feast at Midnight --[has_genre]--> Comedy
Path (Raw):       Justin Hardy --[No Operation]--> Justin Hardy --[(INV) directed_by]--> A Feast at Midnight --[has_genre]--> Comedy
Neg LogProb(↓):   0.000610
Path Entropy(↓):  0.005121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by david manners
Start Entity:     David Manners
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   David Manners --[(INV) starred_actors]--> The Death Kiss --[has_genre]--> Comedy
Path (Raw):       David Manners --[No Operation]--> David Manners --[(INV) starred_actors]--> The Death Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.180301
Path Entropy(↓):  0.525865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by peter lord in
Start Entity:     Peter Lord
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter Lord --[(INV) written_by]--> Flushed Away --[has_genre]--> Comedy
Path (Raw):       Peter Lord --[No Operation]--> Peter Lord --[(INV) written_by]--> Flushed Away --[has_genre]--> Comedy
Neg LogProb(↓):   0.509801
Path Entropy(↓):  0.686487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with one tough cop in
Start Entity:     One Tough Cop
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   One Tough Cop --[starred_actors]--> Chris Penn --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Path (Raw):       One Tough Cop --[starred_actors]--> Chris Penn --[(INV) starred_actors]--> The Funeral --[in_language]--> Japanese
Neg LogProb(↓):   0.164270
Path Entropy(↓):  0.440278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by catherine storr
Start Entity:     Catherine Storr
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Catherine Storr --[(INV) written_by]--> Paperhouse --[release_year]--> 1988
Path (Raw):       Catherine Storr --[No Operation]--> Catherine Storr --[(INV) written_by]--> Paperhouse --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in easy money
Start Entity:     Easy Money
Gold Answer:      [['Joel Kinnaman']]
Predicted Ans:    Joe Pesci
Predicted Path:   Easy Money --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[starred_actors]--> Joe Pesci
Path (Raw):       Easy Money --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.003486
Path Entropy(↓):  0.025023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe sandra
Start Entity:     Sandra
Gold Answer:      [['italian', 'luchino visconti']]
Predicted Ans:    luchino visconti
Predicted Path:   Sandra --[has_tags]--> luchino visconti --[(INV) has_tags]--> Senso --[has_tags]--> luchino visconti
Path (Raw):       Sandra --[has_tags]--> luchino visconti --[(INV) has_tags]--> Senso --[has_tags]--> luchino visconti
Neg LogProb(↓):   0.000275
Path Entropy(↓):  0.002675
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film ice castles are written by who
Start Entity:     Ice Castles
Gold Answer:      [['Roger Allers', 'Linda Woolverton', 'Jerry Segal', 'Christophe Gans', 'Jean Cocteau', 'Arthur Barron', 'Robby Benson']]
Predicted Ans:    Linda Woolverton
Predicted Path:   Ice Castles --[starred_actors]--> Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Path (Raw):       Ice Castles --[starred_actors]--> Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[written_by]--> Linda Woolverton
Neg LogProb(↓):   0.451502
Path Entropy(↓):  0.744561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by anthony asquith released
Start Entity:     Anthony Asquith
Gold Answer:      [['1963', '1948', '1951', '1959', '1999', '1994', '1958']]
Predicted Ans:    1999
Predicted Path:   Anthony Asquith --[(INV) directed_by]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       Anthony Asquith --[No Operation]--> Anthony Asquith --[(INV) directed_by]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   0.242762
Path Entropy(↓):  0.743415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does earl holliman act in
Start Entity:     Earl Holliman
Gold Answer:      [['Last Train from Gun Hill']]
Predicted Ans:    A Hole in the Head
Predicted Path:   Earl Holliman --[(INV) starred_actors]--> Last Train from Gun Hill --[starred_actors]--> Carolyn Jones --[(INV) starred_actors]--> A Hole in the Head
Path (Raw):       Earl Holliman --[(INV) starred_actors]--> Last Train from Gun Hill --[starred_actors]--> Carolyn Jones --[(INV) starred_actors]--> A Hole in the Head
Neg LogProb(↓):   0.659492
Path Entropy(↓):  0.727736
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film awakenings was directed by who
Start Entity:     Awakenings
Gold Answer:      [['Penny Marshall']]
Predicted Ans:    Penny Marshall
Predicted Path:   Awakenings --[directed_by]--> Penny Marshall --[(INV) directed_by]--> Riding in Cars with Boys --[directed_by]--> Penny Marshall
Path (Raw):       Awakenings --[directed_by]--> Penny Marshall --[(INV) directed_by]--> Riding in Cars with Boys --[directed_by]--> Penny Marshall
Neg LogProb(↓):   0.037507
Path Entropy(↓):  0.186649
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in diary of a lost girl
Start Entity:     Diary of a Lost Girl
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Diary of a Lost Girl --[starred_actors]--> Louise Brooks --[(INV) starred_actors]--> Pandora's Box --[in_language]--> German
Path (Raw):       Diary of a Lost Girl --[starred_actors]--> Louise Brooks --[(INV) starred_actors]--> Pandora's Box --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the debt are directed by who
Start Entity:     The Debt
Gold Answer:      [['Stephen Frears', 'Peter Hyams', 'John Boulting', 'Lasse Hallström', 'Todd Field', 'Taylor Hackford', 'Michael Hoffman', 'Gil Junger', 'Guy Ritchie', 'Steve Gordon', 'John Madden', 'David Mamet', 'Adrian Shergold', 'Lee Daniels', 'Gore Verbinski', 'Kevin Williamson', 'Sacha Gervasi', 'John Boorman', 'Malcolm Venville', 'Michael Powell', 'Peter Webber', 'Charles Sturridge', 'Eli Cohen', 'Peter Weir', 'Kevin Macdonald', 'Christopher Menaul', 'Roger Michell', 'Bryan Singer', 'Conor McPherson', 'Paul Schrader', 'Tony Gilroy', 'Sidney Lumet', 'Gillian Armstrong', 'Jason Winer', 'Scott Derrickson', 'Terry George', 'Jakob Schuh', 'Max Lang', 'Kevin Bacon', 'Nigel Cole', 'Julian Fellowes']]
Predicted Ans:    Krzysztof Krauze
Predicted Path:   The Debt --[starred_actors]--> Ciarán Hinds --[(INV) starred_actors]--> The Debt --[directed_by]--> Krzysztof Krauze
Path (Raw):       The Debt --[starred_actors]--> Ciarán Hinds --[(INV) starred_actors]--> The Debt --[directed_by]--> Krzysztof Krauze
Neg LogProb(↓):   0.511973
Path Entropy(↓):  1.222490
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the film killing season
Start Entity:     Killing Season
Gold Answer:      [['Evan Daugherty']]
Predicted Ans:    Vanessa Taylor
Predicted Path:   Killing Season --[written_by]--> Evan Daugherty --[(INV) written_by]--> Divergent --[written_by]--> Vanessa Taylor
Path (Raw):       Killing Season --[written_by]--> Evan Daugherty --[(INV) written_by]--> Divergent --[written_by]--> Vanessa Taylor
Neg LogProb(↓):   0.501516
Path Entropy(↓):  0.943252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by the director of man on wire
Start Entity:     Man on Wire
Gold Answer:      [['Gael García Bernal', 'Ian Holm']]
Predicted Ans:    James Marsh
Predicted Path:   Man on Wire --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer --[directed_by]--> James Marsh
Path (Raw):       Man on Wire --[directed_by]--> James Marsh --[(INV) directed_by]--> Shadow Dancer --[directed_by]--> James Marsh
Neg LogProb(↓):   0.033470
Path Entropy(↓):  0.148198
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the actors in their films also appear in the film a low down dirty shame
Start Entity:     A Low Down Dirty Shame
Gold Answer:      [['Keenen Ivory Wayans', 'Jackie Kallen', 'Craig Moss']]
Predicted Ans:    Craig Moss
Predicted Path:   A Low Down Dirty Shame --[starred_actors]--> Charles S. Dutton --[(INV) starred_actors]--> Bad Ass --[written_by]--> Craig Moss
Path (Raw):       A Low Down Dirty Shame --[starred_actors]--> Charles S. Dutton --[(INV) starred_actors]--> Bad Ass --[written_by]--> Craig Moss
Neg LogProb(↓):   0.326284
Path Entropy(↓):  0.976405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film paranorman released
Start Entity:     ParaNorman
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   ParaNorman --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       ParaNorman --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   3.266356
Path Entropy(↓):  4.559351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dont look back were in which genres
Start Entity:     Dont Look Back
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dont Look Back --[starred_actors]--> Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous --[has_genre]--> Comedy
Path (Raw):       Dont Look Back --[starred_actors]--> Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous --[has_genre]--> Comedy
Neg LogProb(↓):   0.578105
Path Entropy(↓):  1.124006
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in natural born killers
Start Entity:     Natural Born Killers
Gold Answer:      [['Music', 'Sport', 'Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'History', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Natural Born Killers --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[has_genre]--> Action
Path (Raw):       Natural Born Killers --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Bunraku --[has_genre]--> Action
Neg LogProb(↓):   0.319054
Path Entropy(↓):  1.312036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote eyes wide shut
Start Entity:     Eyes Wide Shut
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    English
Predicted Path:   Eyes Wide Shut --[written_by]--> Stanley Kubrick --[(INV) written_by]--> A Clockwork Orange --[in_language]--> English
Path (Raw):       Eyes Wide Shut --[written_by]--> Stanley Kubrick --[(INV) written_by]--> A Clockwork Orange --[in_language]--> English
Neg LogProb(↓):   0.082458
Path Entropy(↓):  0.306589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor michael wright co - starred with who
Start Entity:     Michael Wright
Gold Answer:      [['Matthew Modine', 'Leon', 'Robert Townsend', 'Mitchell Lichtenstein', 'David Alan Grier']]
Predicted Ans:    Leon
Predicted Path:   Michael Wright --[(INV) starred_actors]--> The Five Heartbeats --[starred_actors]--> Leon
Path (Raw):       Michael Wright --[No Operation]--> Michael Wright --[(INV) starred_actors]--> The Five Heartbeats --[starred_actors]--> Leon
Neg LogProb(↓):   0.002573
Path Entropy(↓):  0.018102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did tony martin direct
Start Entity:     Tony Martin
Gold Answer:      [['Bad Eggs']]
Predicted Ans:    Bad Eggs
Predicted Path:   Tony Martin --[(INV) directed_by]--> Bad Eggs --[starred_actors]--> Judith Lucy --[(INV) starred_actors]--> Bad Eggs
Path (Raw):       Tony Martin --[(INV) directed_by]--> Bad Eggs --[starred_actors]--> Judith Lucy --[(INV) starred_actors]--> Bad Eggs
Neg LogProb(↓):   1.182938
Path Entropy(↓):  1.493058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed rat race
Start Entity:     Rat Race
Gold Answer:      [['1995', '1980', '1990', '1986', '1984']]
Predicted Ans:    1984
Predicted Path:   Rat Race --[directed_by]--> Jerry Zucker --[(INV) directed_by]--> Top Secret! --[release_year]--> 1984
Path (Raw):       Rat Race --[directed_by]--> Jerry Zucker --[(INV) directed_by]--> Top Secret! --[release_year]--> 1984
Neg LogProb(↓):   0.422485
Path Entropy(↓):  0.982893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is in bloom in
Start Entity:     In Bloom
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   In Bloom --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       In Bloom --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.167134
Path Entropy(↓):  4.428271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in for love or money
Start Entity:     For Love or Money
Gold Answer:      [['Gabrielle Anwar', 'Michael J. Fox']]
Predicted Ans:    Gabrielle Anwar
Predicted Path:   For Love or Money --[starred_actors]--> Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money --[starred_actors]--> Gabrielle Anwar
Path (Raw):       For Love or Money --[starred_actors]--> Gabrielle Anwar --[(INV) starred_actors]--> For Love or Money --[starred_actors]--> Gabrielle Anwar
Neg LogProb(↓):   0.626461
Path Entropy(↓):  0.856550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with fat albert fall under
Start Entity:     Fat Albert
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fat Albert --[written_by]--> Bill Cosby --[(INV) written_by]--> Leonard Part 6 --[has_genre]--> Comedy
Path (Raw):       Fat Albert --[written_by]--> Bill Cosby --[(INV) written_by]--> Leonard Part 6 --[has_genre]--> Comedy
Neg LogProb(↓):   0.133230
Path Entropy(↓):  0.387649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by david harper
Start Entity:     David Harper
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   David Harper --[(INV) written_by]--> Skyjacked --[release_year]--> 1972
Path (Raw):       David Harper --[No Operation]--> David Harper --[(INV) written_by]--> Skyjacked --[release_year]--> 1972
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote the human stain
Start Entity:     The Human Stain
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The Human Stain --[written_by]--> Nicholas Meyer --[(INV) written_by]--> Elegy --[in_language]--> Spanish
Path (Raw):       The Human Stain --[written_by]--> Nicholas Meyer --[(INV) written_by]--> Elegy --[in_language]--> Spanish
Neg LogProb(↓):   0.031091
Path Entropy(↓):  0.145124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by maia brewton
Start Entity:     Maia Brewton
Gold Answer:      [['Chris Columbus']]
Predicted Ans:    Chris Columbus
Predicted Path:   Maia Brewton --[(INV) starred_actors]--> Adventures in Babysitting --[directed_by]--> Chris Columbus
Path (Raw):       Maia Brewton --[No Operation]--> Maia Brewton --[(INV) starred_actors]--> Adventures in Babysitting --[directed_by]--> Chris Columbus
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in heaven is for real
Start Entity:     Heaven Is for Real
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Heaven Is for Real --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[in_language]--> English
Path (Raw):       Heaven Is for Real --[starred_actors]--> Greg Kinnear --[(INV) starred_actors]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.127079
Path Entropy(↓):  1.458247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kevin j. o'connor starred movies
Start Entity:     Kevin J. O'Connor
Gold Answer:      [['Clive Barker']]
Predicted Ans:    Clive Barker
Predicted Path:   Kevin J. O'Connor --[(INV) starred_actors]--> Lord of Illusions --[directed_by]--> Clive Barker
Path (Raw):       Kevin J. O'Connor --[No Operation]--> Kevin J. O'Connor --[(INV) starred_actors]--> Lord of Illusions --[directed_by]--> Clive Barker
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of booty call
Start Entity:     Booty Call
Gold Answer:      [['Jeff Pollack', 'Barry Michael Cooper', 'Benny Medina']]
Predicted Ans:    Barry Michael Cooper
Predicted Path:   Booty Call --[directed_by]--> Jeff Pollack --[(INV) directed_by]--> Above the Rim --[written_by]--> Barry Michael Cooper
Path (Raw):       Booty Call --[directed_by]--> Jeff Pollack --[(INV) directed_by]--> Above the Rim --[written_by]--> Barry Michael Cooper
Neg LogProb(↓):   0.516039
Path Entropy(↓):  1.186257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed spencer's mountain
Start Entity:     Spencer's Mountain
Gold Answer:      [['Delmer Daves']]
Predicted Ans:    Delmer Daves
Predicted Path:   Spencer's Mountain --[directed_by]--> Delmer Daves --[(INV) directed_by]--> The Last Wagon --[directed_by]--> Delmer Daves
Path (Raw):       Spencer's Mountain --[directed_by]--> Delmer Daves --[(INV) directed_by]--> The Last Wagon --[directed_by]--> Delmer Daves
Neg LogProb(↓):   0.881457
Path Entropy(↓):  1.326436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the waterboy
Start Entity:     The Waterboy
Gold Answer:      [['2008', '2003', '1993', '2006', '1985', '1974', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '2014', '1994', '1995', '1990', '1989', '1996', '2002', '2012', '2011', '2013', '2000', '2005', '1991', '1999']]
Predicted Ans:    1977
Predicted Path:   The Waterboy --[starred_actors]--> Fairuza Balk --[(INV) starred_actors]--> The Island of Dr. Moreau --[release_year]--> 1977
Path (Raw):       The Waterboy --[starred_actors]--> Fairuza Balk --[(INV) starred_actors]--> The Island of Dr. Moreau --[release_year]--> 1977
Neg LogProb(↓):   1.028789
Path Entropy(↓):  2.128707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did delmer daves write
Start Entity:     Delmer Daves
Gold Answer:      [["Spencer's Mountain", 'A Summer Place', 'Love Affair', 'The Last Wagon', 'Dark Passage', 'Destination Tokyo', 'Jubal', 'An Affair to Remember', 'The Petrified Forest', 'Hollywood Canteen', 'Flirtation Walk']]
Predicted Ans:    The Last Wagon
Predicted Path:   Delmer Daves --[(INV) written_by]--> The Last Wagon --[written_by]--> Delmer Daves --[(INV) written_by]--> The Last Wagon
Path (Raw):       Delmer Daves --[(INV) written_by]--> The Last Wagon --[written_by]--> Delmer Daves --[(INV) written_by]--> The Last Wagon
Neg LogProb(↓):   1.740974
Path Entropy(↓):  3.068992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of monster's ball starred who
Start Entity:     Monster's Ball
Gold Answer:      [['Megan Mullally', 'Johnny Depp', 'Brad Pitt', 'Michael Shannon', 'Ryan Gosling', 'Naomi Watts', 'Radha Mitchell', 'Michelle Monaghan', 'Ewan McGregor', 'Olga Kurylenko', 'Gerard Butler', 'Daniel Craig', 'Mathieu Amalric']]
Predicted Ans:    Ewan McGregor
Predicted Path:   Monster's Ball --[directed_by]--> Marc Forster --[(INV) directed_by]--> Stay --[starred_actors]--> Ewan McGregor
Path (Raw):       Monster's Ball --[directed_by]--> Marc Forster --[(INV) directed_by]--> Stay --[starred_actors]--> Ewan McGregor
Neg LogProb(↓):   0.763213
Path Entropy(↓):  1.769513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by heidi murkoff
Start Entity:     Heidi Murkoff
Gold Answer:      [['Kirk Jones']]
Predicted Ans:    Kirk Jones
Predicted Path:   Heidi Murkoff --[(INV) written_by]--> What to Expect When You're Expecting --[directed_by]--> Kirk Jones
Path (Raw):       Heidi Murkoff --[No Operation]--> Heidi Murkoff --[(INV) written_by]--> What to Expect When You're Expecting --[directed_by]--> Kirk Jones
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in no such thing
Start Entity:     No Such Thing
Gold Answer:      [['Sarah Polley']]
Predicted Ans:    Gina Gershon
Predicted Path:   No Such Thing --[starred_actors]--> Sarah Polley --[(INV) starred_actors]--> Guinevere --[starred_actors]--> Gina Gershon
Path (Raw):       No Such Thing --[starred_actors]--> Sarah Polley --[(INV) starred_actors]--> Guinevere --[starred_actors]--> Gina Gershon
Neg LogProb(↓):   0.204991
Path Entropy(↓):  0.859735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film craig's wife were released in which years
Start Entity:     Craig's Wife
Gold Answer:      [['1934', '1946', '1939', '1966', '1971', '2008', '1942', '1940', '1947', '1935', '1945', '1941', '1955', '1937', '1958']]
Predicted Ans:    1940
Predicted Path:   Craig's Wife --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> His Girl Friday --[release_year]--> 1940
Path (Raw):       Craig's Wife --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> His Girl Friday --[release_year]--> 1940
Neg LogProb(↓):   0.975997
Path Entropy(↓):  1.354691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by alan clarke
Start Entity:     Alan Clarke
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Alan Clarke --[(INV) directed_by]--> Scum --[has_genre]--> Drama
Path (Raw):       Alan Clarke --[No Operation]--> Alan Clarke --[(INV) directed_by]--> Scum --[has_genre]--> Drama
Neg LogProb(↓):   0.012014
Path Entropy(↓):  0.070191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of andrea portes written movies
Start Entity:     Andrea Portes
Gold Answer:      [['Derick Martini']]
Predicted Ans:    Derick Martini
Predicted Path:   Andrea Portes --[(INV) written_by]--> Hick --[directed_by]--> Derick Martini
Path (Raw):       Andrea Portes --[No Operation]--> Andrea Portes --[(INV) written_by]--> Hick --[directed_by]--> Derick Martini
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed bells are ringing
Start Entity:     Bells Are Ringing
Gold Answer:      [['William Humphrey', 'Robert Ardrey', 'Edward Chodorov', 'Gustave Flaubert', 'Clinton Twiss', 'John Collier', 'Sally Benson', 'Irving Brecher', 'James Jones', 'Charles Schnee', 'George Bradshaw', 'Fred F. Finklehoffe', 'George Wells', 'Irwin Shaw', 'George Froeschel', 'Jan Lustig', 'William Gibson', 'Alan Jay Lerner', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Irving Stone', 'Thelma Strabel', 'Norman Corwin', 'Mark Toby', 'Colette', 'Robert Anderson', 'Claude Chabrol', 'Julius J. Epstein']]
Predicted Ans:    Robert Ardrey
Predicted Path:   Bells Are Ringing --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[written_by]--> Robert Ardrey
Path (Raw):       Bells Are Ringing --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[written_by]--> Robert Ardrey
Neg LogProb(↓):   1.085119
Path Entropy(↓):  1.768817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the birds, the bees and the italians
Start Entity:     The Birds, the Bees and the Italians
Gold Answer:      [['Drama', 'Documentary', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Birds, the Bees and the Italians --[directed_by]--> Pietro Germi --[(INV) directed_by]--> In the Name of the Law --[has_genre]--> Drama
Path (Raw):       The Birds, the Bees and the Italians --[directed_by]--> Pietro Germi --[(INV) directed_by]--> In the Name of the Law --[has_genre]--> Drama
Neg LogProb(↓):   0.292017
Path Entropy(↓):  0.603950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with norah jones
Start Entity:     Norah Jones
Gold Answer:      [['Jude Law']]
Predicted Ans:    Jude Law
Predicted Path:   Norah Jones --[(INV) starred_actors]--> My Blueberry Nights --[starred_actors]--> Jude Law
Path (Raw):       Norah Jones --[No Operation]--> Norah Jones --[(INV) starred_actors]--> My Blueberry Nights --[starred_actors]--> Jude Law
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by john carter released
Start Entity:     John Carter
Gold Answer:      [['2009']]
Predicted Ans:    1998
Predicted Path:   John Carter --[directed_by]--> Andrew Stanton --[(INV) directed_by]--> A Bug's Life --[release_year]--> 1998
Path (Raw):       John Carter --[directed_by]--> Andrew Stanton --[(INV) directed_by]--> A Bug's Life --[release_year]--> 1998
Neg LogProb(↓):   0.665327
Path Entropy(↓):  0.955660
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in duets
Start Entity:     Duets
Gold Answer:      [['Huey Lewis']]
Predicted Ans:    Huey Lewis
Predicted Path:   Duets --[starred_actors]--> Huey Lewis --[(INV) starred_actors]--> Duets --[starred_actors]--> Huey Lewis
Path (Raw):       Duets --[starred_actors]--> Huey Lewis --[(INV) starred_actors]--> Duets --[starred_actors]--> Huey Lewis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by michele dotrice
Start Entity:     Michele Dotrice
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Michele Dotrice --[(INV) starred_actors]--> And Soon the Darkness --[has_genre]--> Thriller
Path (Raw):       Michele Dotrice --[No Operation]--> Michele Dotrice --[(INV) starred_actors]--> And Soon the Darkness --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of of mice and men
Start Entity:     Of Mice and Men
Gold Answer:      [['William Dieterle', 'Emilio Fernández', 'Otto Preminger', 'David S. Ward', 'John Ford', 'Bruce Beresford', 'Peter Masterson', 'Robert Mulligan', 'Elia Kazan', 'Victor Fleming', 'Alfred Hitchcock']]
Predicted Ans:    Robert Mulligan
Predicted Path:   Of Mice and Men --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[directed_by]--> Robert Mulligan
Path (Raw):       Of Mice and Men --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[directed_by]--> Robert Mulligan
Neg LogProb(↓):   0.184873
Path Entropy(↓):  0.627166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by lana turner
Start Entity:     Lana Turner
Gold Answer:      [['William Hurlbut', 'Merle Miller', 'Grace Metalious', 'Louis Bromfield', 'John Twist', 'Charles Schnee', 'George Bradshaw', 'Tito Davison', 'Robert Louis Stevenson', 'Samuel Hoffenstein', 'Percy Heath', 'David Mamet', 'George Froeschel', 'Sinclair Lewis', 'Maurice Zimm', 'Samuel James Larsen', 'Joseph Breen', 'James Warner Bellah', 'Hal Kanter', 'Andrew Geer', 'Joe Eszterhas', 'John Michael Hayes', 'George MacDonald Fraser', 'James M. Cain', 'David Loughery', 'Clara Beranger', 'Fannie Hurst', 'Valentine Davies', 'Vera Caspary', 'Viktor Léon', 'Ronald Millar', 'Leo Stein', 'John Lee Mahin', 'Ivan Goff', 'Ben Roberts']]
Predicted Ans:    George Froeschel
Predicted Path:   Lana Turner --[(INV) starred_actors]--> Betrayed --[written_by]--> George Froeschel
Path (Raw):       Lana Turner --[No Operation]--> Lana Turner --[(INV) starred_actors]--> Betrayed --[written_by]--> George Froeschel
Neg LogProb(↓):   0.160438
Path Entropy(↓):  0.650638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed grindhouse
Start Entity:     Grindhouse
Gold Answer:      [['1995', '1998', '1997', '2009', '2001', '2003', '1992', '2005', '2010', '1994', '2012', '2013', '2007']]
Predicted Ans:    1995
Predicted Path:   Grindhouse --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Four Rooms --[release_year]--> 1995
Path (Raw):       Grindhouse --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Four Rooms --[release_year]--> 1995
Neg LogProb(↓):   0.789036
Path Entropy(↓):  1.644807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the last dragon
Start Entity:     The Last Dragon
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   The Last Dragon --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       The Last Dragon --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.059587
Path Entropy(↓):  3.751381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film bachelorette were in which genres
Start Entity:     Bachelorette
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Bachelorette --[starred_actors]--> Rebel Wilson --[(INV) starred_actors]--> Bachelorette --[has_genre]--> Comedy
Path (Raw):       Bachelorette --[starred_actors]--> Rebel Wilson --[(INV) starred_actors]--> Bachelorette --[has_genre]--> Comedy
Neg LogProb(↓):   0.317760
Path Entropy(↓):  0.747429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the crazies
Start Entity:     The Crazies
Gold Answer:      [['High Life', 'Mozart and the Whale', 'High Art', 'Man on Fire', 'Phone Booth', 'Everything Put Together', 'Hitman', 'Catch and Release', 'Evidence', 'Pitch Black', 'The Girl Next Door', 'Rogue', 'Silent Hill', 'A Perfect Getaway', 'Feast of Love', 'Surrogates', 'I Am Number Four']]
Predicted Ans:    The Crazies
Predicted Path:   The Crazies --[starred_actors]--> Will MacMillan --[(INV) starred_actors]--> The Crazies
Path (Raw):       The Crazies --[starred_actors]--> Will MacMillan --[No Operation]--> Will MacMillan --[(INV) starred_actors]--> The Crazies
Neg LogProb(↓):   0.179747
Path Entropy(↓):  0.511868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director for the banishment
Start Entity:     The Banishment
Gold Answer:      [['Andrey Zvyagintsev']]
Predicted Ans:    Andrey Zvyagintsev
Predicted Path:   The Banishment --[directed_by]--> Andrey Zvyagintsev --[(INV) directed_by]--> Leviathan --[directed_by]--> Andrey Zvyagintsev
Path (Raw):       The Banishment --[directed_by]--> Andrey Zvyagintsev --[(INV) directed_by]--> Leviathan --[directed_by]--> Andrey Zvyagintsev
Neg LogProb(↓):   0.007116
Path Entropy(↓):  0.045063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the exterminating angel starred who
Start Entity:     The Exterminating Angel
Gold Answer:      [['Harold Lloyd', 'Adriana Asti', 'Julien Bertheau', 'Catherine Deneuve', 'Jeanne Moreau', 'Adolphe Menjou', 'Silvia Pinal', 'Fernando Rey', 'Pierce Brosnan', 'Jean Sorel', 'Léa Seydoux', 'Paul Frankeur', 'Verree Teasdale', 'Charles Vanel', 'Michel Piccoli', 'Georges Marchal', 'Simone Signoret', 'Laurent Terzieff', 'Claudio Brook', 'Franco Nero', "Dan O'Herlihy"]]
Predicted Ans:    Catherine Deneuve
Predicted Path:   The Exterminating Angel --[written_by]--> Luis Buñuel --[(INV) written_by]--> Tristana --[starred_actors]--> Catherine Deneuve
Path (Raw):       The Exterminating Angel --[written_by]--> Luis Buñuel --[(INV) written_by]--> Tristana --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.961900
Path Entropy(↓):  1.210199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of saint joan were directed by who
Start Entity:     Saint Joan
Gold Answer:      [['Edward Dmytryk', 'George Cukor', 'Fritz Lang', 'John Boulting', 'Andrew Davis', 'Herman Shumlin', 'Carol Reed', 'Johan Grimonprez', 'Leslie Howard', 'Neil Jordan', 'Phillip Noyce', 'Alberto Cavalcanti', 'Otto Preminger', 'John Ford', 'Gabriel Pascal', 'Ken Annakin', 'Joseph L. Mankiewicz', 'David Lean']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Saint Joan --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Saint Joan --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.197235
Path Entropy(↓):  1.879860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the why did i get married? director
Start Entity:     Why Did I Get Married?
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Why Did I Get Married? --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Path (Raw):       Why Did I Get Married? --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Madea's Witness Protection --[has_genre]--> Comedy
Neg LogProb(↓):   0.935647
Path Entropy(↓):  1.502306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of spring breakers
Start Entity:     Spring Breakers
Gold Answer:      [['Larry Clark', 'Harmony Korine']]
Predicted Ans:    Larry Clark
Predicted Path:   Spring Breakers --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[directed_by]--> Larry Clark
Path (Raw):       Spring Breakers --[written_by]--> Harmony Korine --[(INV) written_by]--> Kids --[directed_by]--> Larry Clark
Neg LogProb(↓):   0.018131
Path Entropy(↓):  0.095919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by class
Start Entity:     class
Gold Answer:      [['Alice Adams', 'The Rules of the Game', 'A Place in the Sun', 'Trading Places']]
Predicted Ans:    The Lower Depths
Predicted Path:   class --[(INV) has_tags]--> The Rules of the Game --[has_tags]--> jean renoir --[(INV) has_tags]--> The Lower Depths
Path (Raw):       class --[(INV) has_tags]--> The Rules of the Game --[has_tags]--> jean renoir --[(INV) has_tags]--> The Lower Depths
Neg LogProb(↓):   0.570686
Path Entropy(↓):  0.752343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies starred by abhin galeya
Start Entity:     Abhin Galeya
Gold Answer:      [['Hadi Hajaig']]
Predicted Ans:    Hadi Hajaig
Predicted Path:   Abhin Galeya --[(INV) starred_actors]--> Cleanskin --[directed_by]--> Hadi Hajaig
Path (Raw):       Abhin Galeya --[No Operation]--> Abhin Galeya --[(INV) starred_actors]--> Cleanskin --[directed_by]--> Hadi Hajaig
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of cobb also starred in which movies
Start Entity:     Cobb
Gold Answer:      [['House of Cards', 'Batman Forever', 'Eyes of Laura Mars', 'Black Moon Rising', "Coal Miner's Daughter", 'The Park Is Mine', 'Blue Sky', 'Man of the House', 'The Homesman', 'In the Electric Mist', 'In the Valley of Elah', 'No Country for Old Men', 'Men in Black 3', 'Volcano', 'A Prairie Home Companion', 'Hope Springs', 'Men in Black II', 'Rolling Thunder', 'The Client', 'U.S. Marshals', 'Emperor', 'Blown Away', 'The Big Town', 'Double Jeopardy', 'The Package', 'Space Cowboys', 'Stormy Monday', 'The Company Men', 'The Sunset Limited', 'Under Siege', 'Rules of Engagement', 'The Three Burials of Melquiades Estrada', 'Men in Black', 'The Fugitive', 'The Hunted', 'Fire Birds']]
Predicted Ans:    The Fugitive
Predicted Path:   Cobb --[starred_actors]--> Tommy Lee Jones --[(INV) starred_actors]--> The Fugitive
Path (Raw):       Cobb --[starred_actors]--> Tommy Lee Jones --[No Operation]--> Tommy Lee Jones --[(INV) starred_actors]--> The Fugitive
Neg LogProb(↓):   1.195815
Path Entropy(↓):  2.747624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for das boot
Start Entity:     Das Boot
Gold Answer:      [['Wolfgang Petersen']]
Predicted Ans:    Wolfgang Petersen
Predicted Path:   Das Boot --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Das Boot --[directed_by]--> Wolfgang Petersen
Path (Raw):       Das Boot --[directed_by]--> Wolfgang Petersen --[(INV) directed_by]--> Das Boot --[directed_by]--> Wolfgang Petersen
Neg LogProb(↓):   0.001666
Path Entropy(↓):  0.014620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by robert lowery fall under
Start Entity:     Robert Lowery
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Robert Lowery --[(INV) starred_actors]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       Robert Lowery --[No Operation]--> Robert Lowery --[(INV) starred_actors]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by dom deluise
Start Entity:     Dom DeLuise
Gold Answer:      [['Jerry Belson', 'Bob Hoge', "Robert C. O'Brien", 'Don Bluth', 'Gary Goldman', 'Colin Higgins', 'Gene Wilder', 'Anne Bancroft', 'Arild Fröhlich', 'Peter Masterson', 'Mae West', 'Hal Needham', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'David Monteagudo', 'Larry L. King', 'Mel Brooks', 'Herbert Baker', 'Robby London', 'Martha Moran']]
Predicted Ans:    Don Bluth
Predicted Path:   Dom DeLuise --[(INV) starred_actors]--> A Troll in Central Park --[written_by]--> Don Bluth
Path (Raw):       Dom DeLuise --[No Operation]--> Dom DeLuise --[(INV) starred_actors]--> A Troll in Central Park --[written_by]--> Don Bluth
Neg LogProb(↓):   0.366513
Path Entropy(↓):  1.058865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the collector
Start Entity:     The Collector
Gold Answer:      [['Circle of Iron', 'Piranha 3DD', 'Meteor', "The French Lieutenant's Woman", 'Saw V', 'The Mouse That Roared', 'Saw VI', 'Saw IV', 'Eye of the Needle', 'Goldengirl', 'The Mark', 'The Collection', 'Shanghai Surprise', 'The Magus', 'Feast']]
Predicted Ans:    The Collector
Predicted Path:   The Collector --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collector
Path (Raw):       The Collector --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collector --[No Operation]--> The Collector
Neg LogProb(↓):   0.260785
Path Entropy(↓):  0.885278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in empire of the wolves
Start Entity:     Empire of the Wolves
Gold Answer:      [['Blake Edwards', 'Ron Howard', 'Gérard Krawczyk', 'Roland Emmerich', 'Danièle Thompson', 'Nimród Antal', 'John McTiernan', 'David Bowers', 'Norman Jewison', 'John Frankenheimer', 'Luc Besson', 'Gareth Edwards', 'Sam Fell', 'Harald Zwart']]
Predicted Ans:    Blake Edwards
Predicted Path:   Empire of the Wolves --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       Empire of the Wolves --[starred_actors]--> Jean Reno --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   1.123408
Path Entropy(↓):  1.432811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by randy barbato
Start Entity:     Randy Barbato
Gold Answer:      [['Fenton Bailey', 'James St. James']]
Predicted Ans:    Randy Barbato
Predicted Path:   Randy Barbato --[(INV) directed_by]--> Party Monster --[written_by]--> Randy Barbato
Path (Raw):       Randy Barbato --[No Operation]--> Randy Barbato --[(INV) directed_by]--> Party Monster --[written_by]--> Randy Barbato
Neg LogProb(↓):   0.637458
Path Entropy(↓):  0.726641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the warrior's way were in which languages
Start Entity:     The Warrior's Way
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   The Warrior's Way --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[in_language]--> English
Path (Raw):       The Warrior's Way --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[in_language]--> English
Neg LogProb(↓):   0.001500
Path Entropy(↓):  0.012871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of make way for tomorrow
Start Entity:     Make Way for Tomorrow
Gold Answer:      [['1962', '1934', '1939', '1933', '1944', '1957', '1942', '1936', '1952', '1994', '1935', '1945', '1969', '1937', '1958']]
Predicted Ans:    1945
Predicted Path:   Make Way for Tomorrow --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[release_year]--> 1945
Path (Raw):       Make Way for Tomorrow --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[release_year]--> 1945
Neg LogProb(↓):   1.231822
Path Entropy(↓):  1.623747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by d'urville martin
Start Entity:     D'Urville Martin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   D'Urville Martin --[(INV) starred_actors]--> Dolemite --[has_genre]--> Comedy
Path (Raw):       D'Urville Martin --[No Operation]--> D'Urville Martin --[(INV) starred_actors]--> Dolemite --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by martha marcy may marlene actors
Start Entity:     Martha Marcy May Marlene
Gold Answer:      [['English', 'Korean']]
Predicted Ans:    English
Predicted Path:   Martha Marcy May Marlene --[starred_actors]--> Hugh Dancy --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Path (Raw):       Martha Marcy May Marlene --[starred_actors]--> Hugh Dancy --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Neg LogProb(↓):   0.442384
Path Entropy(↓):  0.652012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with edward anderson
Start Entity:     Edward Anderson
Gold Answer:      [['Joel Schumacher', 'Robert Altman', 'Nicholas Ray']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Edward Anderson --[(INV) written_by]--> Flawless --[written_by]--> Joel Schumacher
Path (Raw):       Edward Anderson --[No Operation]--> Edward Anderson --[(INV) written_by]--> Flawless --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.001707
Path Entropy(↓):  0.013283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by toni garrido
Start Entity:     Toni Garrido
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Toni Garrido --[(INV) starred_actors]--> Orfeu --[has_genre]--> Drama
Path (Raw):       Toni Garrido --[No Operation]--> Toni Garrido --[(INV) starred_actors]--> Orfeu --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of next stop wonderland
Start Entity:     Next Stop Wonderland
Gold Answer:      [['Jennifer Jason Leigh', 'Kate Beckinsale', 'Morris Chestnut', 'Jim Sturgess', 'John Sharian', 'Hayden Christensen', 'Halle Berry', 'John Leguizamo', 'Thandie Newton', 'David Caruso', 'Ben Kingsley', 'Josh Lucas', 'Christian Bale', 'Brendan Gleeson', 'David Thewlis', 'Abigail Breslin', 'Michael Eklund', 'Stephen Gevedon', 'Paul Guilfoyle', 'Woody Harrelson', 'Emily Mortimer']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Next Stop Wonderland --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[starred_actors]--> Ben Kingsley
Path (Raw):       Next Stop Wonderland --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Transsiberian --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.071230
Path Entropy(↓):  0.251938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by ben ramsey
Start Entity:     Ben Ramsey
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Ben Ramsey --[(INV) directed_by]--> Love and a Bullet --[has_genre]--> Action
Path (Raw):       Ben Ramsey --[No Operation]--> Ben Ramsey --[(INV) directed_by]--> Love and a Bullet --[has_genre]--> Action
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by russian doll actors
Start Entity:     Russian Doll
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Russian Doll --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> The Adventures of Priscilla, Queen of the Desert --[has_genre]--> Comedy
Path (Raw):       Russian Doll --[starred_actors]--> Hugo Weaving --[(INV) starred_actors]--> The Adventures of Priscilla, Queen of the Desert --[has_genre]--> Comedy
Neg LogProb(↓):   0.045629
Path Entropy(↓):  0.201474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director sean mcewen co - directed movies with who
Start Entity:     Sean McEwen
Gold Answer:      [['Joe Anderson']]
Predicted Ans:    Sean McEwen
Predicted Path:   Sean McEwen --[(INV) directed_by]--> Albino Farm --[directed_by]--> Sean McEwen
Path (Raw):       Sean McEwen --[No Operation]--> Sean McEwen --[(INV) directed_by]--> Albino Farm --[directed_by]--> Sean McEwen
Neg LogProb(↓):   0.207763
Path Entropy(↓):  0.482789
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What language is the movie the burmese harp in
Start Entity:     The Burmese Harp
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Burmese Harp --[in_language]--> Japanese --[(INV) in_language]--> Story of a Prostitute --[in_language]--> Japanese
Path (Raw):       The Burmese Harp --[in_language]--> Japanese --[(INV) in_language]--> Story of a Prostitute --[in_language]--> Japanese
Neg LogProb(↓):   1.691058
Path Entropy(↓):  3.199828
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the man who cried
Start Entity:     The Man Who Cried
Gold Answer:      [['Scott Alexander', 'Larry Karaszewski', 'Guy de Maupassant', 'I. Marlene King', 'Patty Jenkins', 'Jeffrey Ray Wine', 'Scott Marshall', 'Don Roos', 'Elizabeth Wurtzel', 'Sarah Spillane', 'John Waters', 'Morgan J. Freeman', 'Andrew Kevin Walker', 'Peter Blackmore', 'Denis Waldock', 'Kevin Yagher', 'Vincent Gallo', 'Craig Brewer', 'Adam Larson Broder', 'Mildred Gordon', 'Washington Irving']]
Predicted Ans:    Andrew Kevin Walker
Predicted Path:   The Man Who Cried --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[written_by]--> Andrew Kevin Walker
Path (Raw):       The Man Who Cried --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Sleepy Hollow --[written_by]--> Andrew Kevin Walker
Neg LogProb(↓):   0.699269
Path Entropy(↓):  1.668304
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of neil morrissey
Start Entity:     Neil Morrissey
Gold Answer:      [['Pete Postlethwaite']]
Predicted Ans:    Pete Postlethwaite
Predicted Path:   Neil Morrissey --[(INV) starred_actors]--> Triggermen --[starred_actors]--> Pete Postlethwaite
Path (Raw):       Neil Morrissey --[No Operation]--> Neil Morrissey --[(INV) starred_actors]--> Triggermen --[starred_actors]--> Pete Postlethwaite
Neg LogProb(↓):   0.002776
Path Entropy(↓):  0.019095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by jeremy seifert
Start Entity:     Jeremy Seifert
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jeremy Seifert --[(INV) starred_actors]--> Dive! --[has_genre]--> Documentary
Path (Raw):       Jeremy Seifert --[No Operation]--> Jeremy Seifert --[(INV) starred_actors]--> Dive! --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie dressed to kill were released in which years
Start Entity:     Dressed to Kill
Gold Answer:      [['1970', '1992', '1993', '2006', '1974', '1984', '2007', '1968', '1998', '1973', '1932', '1983', '1976', '1972', '1990', '1989', '2002', '1981', '2012', '1986', '2013', '1978', '2000', '1987', '1969', '1952']]
Predicted Ans:    2002
Predicted Path:   Dressed to Kill --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[release_year]--> 2002
Path (Raw):       Dressed to Kill --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[release_year]--> 2002
Neg LogProb(↓):   0.606434
Path Entropy(↓):  1.753411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer robert a. stemmle
Start Entity:     Robert A. Stemmle
Gold Answer:      [['William Frawley', 'John Halliday', 'Marlene Dietrich', 'Gary Cooper']]
Predicted Ans:    Gary Cooper
Predicted Path:   Robert A. Stemmle --[(INV) written_by]--> Desire --[starred_actors]--> Gary Cooper
Path (Raw):       Robert A. Stemmle --[No Operation]--> Robert A. Stemmle --[(INV) written_by]--> Desire --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.050259
Path Entropy(↓):  0.203538
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in ernest rides again also appears in which films
Start Entity:     Ernest Rides Again
Gold Answer:      [['Slam Dunk Ernest', 'The Beverly Hillbillies', 'Dr. Otto and the Riddle of the Gloom Beam', 'Ernest Goes to Jail', 'Ernest Goes to Camp', 'Ernest Goes to Africa', 'Ernest Scared Stupid', 'Ernest Goes to School', 'Ernest in the Army', 'Ernest Saves Christmas']]
Predicted Ans:    Slam Dunk Ernest
Predicted Path:   Ernest Rides Again --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Slam Dunk Ernest
Path (Raw):       Ernest Rides Again --[starred_actors]--> Jim Varney --[No Operation]--> Jim Varney --[(INV) starred_actors]--> Slam Dunk Ernest
Neg LogProb(↓):   0.110699
Path Entropy(↓):  0.442458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film bye bye monkey
Start Entity:     Bye Bye Monkey
Gold Answer:      [['Marco Ferreri']]
Predicted Ans:    Marco Ferreri
Predicted Path:   Bye Bye Monkey --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead --[written_by]--> Marco Ferreri
Path (Raw):       Bye Bye Monkey --[written_by]--> Marco Ferreri --[(INV) written_by]--> Dillinger Is Dead --[written_by]--> Marco Ferreri
Neg LogProb(↓):   0.000072
Path Entropy(↓):  0.000804
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by matt orlando release
Start Entity:     Matt Orlando
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Matt Orlando --[(INV) directed_by]--> A Resurrection --[release_year]--> 2013
Path (Raw):       Matt Orlando --[No Operation]--> Matt Orlando --[(INV) directed_by]--> A Resurrection --[release_year]--> 2013
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by josephine hart
Start Entity:     Josephine Hart
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Josephine Hart --[(INV) written_by]--> Damage --[in_language]--> French
Path (Raw):       Josephine Hart --[No Operation]--> Josephine Hart --[(INV) written_by]--> Damage --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film fight club
Start Entity:     Fight Club
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Fight Club --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Path (Raw):       Fight Club --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Neg LogProb(↓):   3.116160
Path Entropy(↓):  4.384474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by robert harris fall under
Start Entity:     Robert Harris
Gold Answer:      [['Drama', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Robert Harris --[(INV) written_by]--> Enigma --[has_genre]--> Drama
Path (Raw):       Robert Harris --[No Operation]--> Robert Harris --[(INV) written_by]--> Enigma --[has_genre]--> Drama
Neg LogProb(↓):   0.000195
Path Entropy(↓):  0.001894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did mark hamill act in
Start Entity:     Mark Hamill
Gold Answer:      [['The Big Red One', 'The Night the Lights Went Out in Georgia', 'Slipstream', 'Corvette Summer']]
Predicted Ans:    The Big Red One
Predicted Path:   Mark Hamill --[(INV) starred_actors]--> The Big Red One --[starred_actors]--> Mark Hamill --[(INV) starred_actors]--> The Big Red One
Path (Raw):       Mark Hamill --[(INV) starred_actors]--> The Big Red One --[starred_actors]--> Mark Hamill --[(INV) starred_actors]--> The Big Red One
Neg LogProb(↓):   0.003445
Path Entropy(↓):  0.024462
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of harry potter and the goblet of fire
Start Entity:     Harry Potter and the Goblet of Fire
Gold Answer:      [['Ronald Neame', 'David Nicholls', 'Bram Stoker', 'David Lean', 'Beryl Bainbridge', 'Elizabeth von Arnim', 'Charles Dickens', 'Joseph D. Pistone', 'Richard Woodley', 'Cecil McGivern', 'Kay Walsh', 'Richard Curtis', 'Gabriel García Márquez', 'Lawrence Konner', 'Mark Rosenthal', 'Nick Murphy', 'Jim Sheridan', 'Shelagh Delaney', 'Paul Attanasio']]
Predicted Ans:    Paul Attanasio
Predicted Path:   Harry Potter and the Goblet of Fire --[directed_by]--> Mike Newell --[(INV) directed_by]--> Donnie Brasco --[written_by]--> Paul Attanasio
Path (Raw):       Harry Potter and the Goblet of Fire --[directed_by]--> Mike Newell --[(INV) directed_by]--> Donnie Brasco --[written_by]--> Paul Attanasio
Neg LogProb(↓):   0.757724
Path Entropy(↓):  1.602374
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with killer elite fall under
Start Entity:     Killer Elite
Gold Answer:      [['Music', 'Sport', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Killer Elite --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Killer Elite --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   1.590494
Path Entropy(↓):  2.971364
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of i give it a year also starred in which films
Start Entity:     I Give It a Year
Gold Answer:      [['The Rage in Placid Lake', 'Get Him to the Greek', 'The Chatterley Affair', 'Wicker Park', 'Sunshine', 'Adam', 'The Goddess of 1967', 'Insidious', 'Neighbors', 'The Tender Hook']]
Predicted Ans:    Neighbors
Predicted Path:   I Give It a Year --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors
Path (Raw):       I Give It a Year --[starred_actors]--> Rose Byrne --[No Operation]--> Rose Byrne --[(INV) starred_actors]--> Neighbors
Neg LogProb(↓):   0.011209
Path Entropy(↓):  0.076336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of leo stein written films
Start Entity:     Leo Stein
Gold Answer:      [['Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Leo Stein --[(INV) written_by]--> The Merry Widow --[directed_by]--> Ernst Lubitsch
Path (Raw):       Leo Stein --[No Operation]--> Leo Stein --[(INV) written_by]--> The Merry Widow --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by harry kumel released
Start Entity:     Harry Kümel
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Harry Kümel --[(INV) written_by]--> Daughters of Darkness --[release_year]--> 1971
Path (Raw):       Harry Kümel --[No Operation]--> Harry Kümel --[(INV) written_by]--> Daughters of Darkness --[release_year]--> 1971
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did chris eigeman write
Start Entity:     Chris Eigeman
Gold Answer:      [['Turn the River']]
Predicted Ans:    Turn the River
Predicted Path:   Chris Eigeman --[(INV) written_by]--> Turn the River --[written_by]--> Chris Eigeman --[(INV) written_by]--> Turn the River
Path (Raw):       Chris Eigeman --[(INV) written_by]--> Turn the River --[written_by]--> Chris Eigeman --[(INV) written_by]--> Turn the River
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by leslie sands were directed by who
Start Entity:     Leslie Sands
Gold Answer:      [['Irving Rapper']]
Predicted Ans:    Irving Rapper
Predicted Path:   Leslie Sands --[(INV) written_by]--> Another Man's Poison --[directed_by]--> Irving Rapper
Path (Raw):       Leslie Sands --[No Operation]--> Leslie Sands --[(INV) written_by]--> Another Man's Poison --[directed_by]--> Irving Rapper
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by oliver blackburn
Start Entity:     Oliver Blackburn
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Oliver Blackburn --[(INV) written_by]--> Donkey Punch --[release_year]--> 2008
Path (Raw):       Oliver Blackburn --[No Operation]--> Oliver Blackburn --[(INV) written_by]--> Donkey Punch --[release_year]--> 2008
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of naked violence
Start Entity:     Naked Violence
Gold Answer:      [['Luc Merenda']]
Predicted Ans:    Luc Merenda
Predicted Path:   Naked Violence --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Shoot First, Die Later --[starred_actors]--> Luc Merenda
Path (Raw):       Naked Violence --[directed_by]--> Fernando Di Leo --[(INV) directed_by]--> Shoot First, Die Later --[starred_actors]--> Luc Merenda
Neg LogProb(↓):   0.276634
Path Entropy(↓):  0.714142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of envy
Start Entity:     Envy
Gold Answer:      [['Barry Levinson']]
Predicted Ans:    Zeki Demirkubuz
Predicted Path:   Envy --[directed_by]--> Zeki Demirkubuz --[(INV) directed_by]--> Fate --[directed_by]--> Zeki Demirkubuz
Path (Raw):       Envy --[directed_by]--> Zeki Demirkubuz --[(INV) directed_by]--> Fate --[directed_by]--> Zeki Demirkubuz
Neg LogProb(↓):   0.386578
Path Entropy(↓):  0.638338
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe the movie it's pat in a few words
Start Entity:     It's Pat
Gold Answer:      [['saturday night live']]
Predicted Ans:    saturday night live
Predicted Path:   It's Pat --[written_by]--> Julia Sweeney --[(INV) written_by]--> It's Pat --[has_tags]--> saturday night live
Path (Raw):       It's Pat --[written_by]--> Julia Sweeney --[(INV) written_by]--> It's Pat --[has_tags]--> saturday night live
Neg LogProb(↓):   0.145203
Path Entropy(↓):  0.396067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in stowaway
Start Entity:     Stowaway
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   Stowaway --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[has_genre]--> Musical
Path (Raw):       Stowaway --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Stowaway --[has_genre]--> Musical
Neg LogProb(↓):   1.822655
Path Entropy(↓):  2.465140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by lizzie borden released
Start Entity:     Lizzie Borden
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Lizzie Borden --[(INV) written_by]--> Born in Flames --[release_year]--> 1983
Path (Raw):       Lizzie Borden --[No Operation]--> Lizzie Borden --[(INV) written_by]--> Born in Flames --[release_year]--> 1983
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the devil's playground
Start Entity:     The Devil's Playground
Gold Answer:      [['1978', '1997', '2001', '1990', '2003', '1992', '1982', '1985', '1994', '2014', '1987', '2011', '1984', '2013']]
Predicted Ans:    1985
Predicted Path:   The Devil's Playground --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Plenty --[release_year]--> 1985
Path (Raw):       The Devil's Playground --[directed_by]--> Fred Schepisi --[(INV) directed_by]--> Plenty --[release_year]--> 1985
Neg LogProb(↓):   1.113256
Path Entropy(↓):  2.094226
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with platinum blonde in
Start Entity:     Platinum Blonde
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Platinum Blonde --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Come to the Stable --[in_language]--> French
Path (Raw):       Platinum Blonde --[starred_actors]--> Loretta Young --[(INV) starred_actors]--> Come to the Stable --[in_language]--> French
Neg LogProb(↓):   0.036637
Path Entropy(↓):  0.163089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in henrik norrthon directed films
Start Entity:     Henrik Norrthon
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Henrik Norrthon --[(INV) directed_by]--> Fjorton suger --[in_language]--> Swedish
Path (Raw):       Henrik Norrthon --[No Operation]--> Henrik Norrthon --[(INV) directed_by]--> Fjorton suger --[in_language]--> Swedish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the dead
Start Entity:     The Dead
Gold Answer:      [['John Huston']]
Predicted Ans:    John Huston
Predicted Path:   The Dead --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Path (Raw):       The Dead --[directed_by]--> John Huston --[(INV) directed_by]--> The Life and Times of Judge Roy Bean --[directed_by]--> John Huston
Neg LogProb(↓):   0.889748
Path Entropy(↓):  1.576280
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by hurd hatfield
Start Entity:     Hurd Hatfield
Gold Answer:      [['Jean Renoir', 'Albert Lewin']]
Predicted Ans:    Jean Renoir
Predicted Path:   Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[directed_by]--> Jean Renoir
Path (Raw):       Hurd Hatfield --[No Operation]--> Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[directed_by]--> Jean Renoir
Neg LogProb(↓):   0.000394
Path Entropy(↓):  0.003549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of confession
Start Entity:     Confession
Gold Answer:      [['One Way Passage', 'In Name Only', 'Kind Lady', 'Pursuit to Algiers', 'Bathing Beauty', 'Sherlock Holmes and the Voice of Terror', 'The Court Jester', 'Dressed to Kill', 'The Black Sleep', 'Sherlock Holmes and the Secret Weapon', 'Captain Blood', 'Trouble in Paradise', 'The Dawn Patrol', 'Wonder Bar', "Casanova's Big Night", 'The Woman in Green', 'The Bishop Murder Case', 'If I Were King', 'Jewel Robbery', 'Sherlock Holmes in Washington', 'Sherlock Holmes Faces Death', "A Midsummer Night's Dream", 'Divorce', 'Easy Virtue', 'Guilty Hands', 'Play Girl', 'The Garden of Allah', 'The Pearl of Death', 'Raffles', "Frenchman's Creek", 'Crossroads', 'The Long Voyage Home', 'The Adventures of Robin Hood', 'Passion Flower', 'Allotment Wives', 'The House on 56th Street', 'The Adventures of Sherlock Holmes', 'The Hound of the Baskervilles', 'Queen of Blood', 'Son of Frankenstein', 'Voyage to the Prehistoric Planet', 'Girls About Town', 'The Mark of Zorro', 'Terror by Night']]
Predicted Ans:    The Hound of the Baskervilles
Predicted Path:   Confession --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles
Path (Raw):       Confession --[starred_actors]--> Basil Rathbone --[No Operation]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles
Neg LogProb(↓):   0.651956
Path Entropy(↓):  1.159112
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by homi adajania were in which genres
Start Entity:     Homi Adajania
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Homi Adajania --[(INV) directed_by]--> Being Cyrus --[has_genre]--> Drama
Path (Raw):       Homi Adajania --[No Operation]--> Homi Adajania --[(INV) directed_by]--> Being Cyrus --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by paul brickman
Start Entity:     Paul Brickman
Gold Answer:      [["Chris O'Donnell", 'Tom Cruise', 'Joan Cusack', 'Rebecca De Mornay', 'Jessica Lange']]
Predicted Ans:    Jessica Lange
Predicted Path:   Paul Brickman --[(INV) written_by]--> Men Don't Leave --[starred_actors]--> Jessica Lange
Path (Raw):       Paul Brickman --[No Operation]--> Paul Brickman --[(INV) written_by]--> Men Don't Leave --[starred_actors]--> Jessica Lange
Neg LogProb(↓):   0.050844
Path Entropy(↓):  0.266551
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by shana alexander
Start Entity:     Shana Alexander
Gold Answer:      [['Telly Savalas', 'Anne Bancroft', 'Sidney Poitier', 'Steven Hill']]
Predicted Ans:    Sidney Poitier
Predicted Path:   Shana Alexander --[(INV) written_by]--> The Slender Thread --[starred_actors]--> Sidney Poitier
Path (Raw):       Shana Alexander --[No Operation]--> Shana Alexander --[(INV) written_by]--> The Slender Thread --[starred_actors]--> Sidney Poitier
Neg LogProb(↓):   0.000610
Path Entropy(↓):  0.005285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by troy garity
Start Entity:     Troy Garity
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Troy Garity --[(INV) starred_actors]--> Sunshine --[has_genre]--> Thriller
Path (Raw):       Troy Garity --[No Operation]--> Troy Garity --[(INV) starred_actors]--> Sunshine --[has_genre]--> Thriller
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of marco hofschneider
Start Entity:     Marco Hofschneider
Gold Answer:      [['Solomon Perel']]
Predicted Ans:    Marco Hofschneider
Predicted Path:   Marco Hofschneider --[(INV) starred_actors]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Path (Raw):       Marco Hofschneider --[No Operation]--> Marco Hofschneider --[(INV) starred_actors]--> Europa Europa --[starred_actors]--> Marco Hofschneider
Neg LogProb(↓):   0.016559
Path Entropy(↓):  0.083770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films share the same director of the tall blond man with one black shoe
Start Entity:     The Tall Blond Man with One Black Shoe
Gold Answer:      [["My Father's Glory", 'Very Happy Alexander', "My Mother's Castle"]]
Predicted Ans:    Very Happy Alexander
Predicted Path:   The Tall Blond Man with One Black Shoe --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander
Path (Raw):       The Tall Blond Man with One Black Shoe --[No Operation]--> The Tall Blond Man with One Black Shoe --[directed_by]--> Yves Robert --[(INV) directed_by]--> Very Happy Alexander
Neg LogProb(↓):   0.213805
Path Entropy(↓):  0.539324
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the mayor of hell
Start Entity:     The Mayor of Hell
Gold Answer:      [['James Cagney']]
Predicted Ans:    James Cagney
Predicted Path:   The Mayor of Hell --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Here Comes the Navy --[starred_actors]--> James Cagney
Path (Raw):       The Mayor of Hell --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Here Comes the Navy --[starred_actors]--> James Cagney
Neg LogProb(↓):   0.855611
Path Entropy(↓):  1.413533
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by neal barbera
Start Entity:     Neal Barbera
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Neal Barbera --[(INV) written_by]--> The Prowler --[has_genre]--> Horror
Path (Raw):       Neal Barbera --[No Operation]--> Neal Barbera --[(INV) written_by]--> The Prowler --[has_genre]--> Horror
Neg LogProb(↓):   0.324327
Path Entropy(↓):  0.590156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by c. aubrey smith released
Start Entity:     C. Aubrey Smith
Gold Answer:      [['1939', '1940', '1952', '1999', '1932', '2002', '1979', '1935', '1937', '1931']]
Predicted Ans:    1932
Predicted Path:   C. Aubrey Smith --[(INV) starred_actors]--> Tarzan the Ape Man --[release_year]--> 1932
Path (Raw):       C. Aubrey Smith --[No Operation]--> C. Aubrey Smith --[(INV) starred_actors]--> Tarzan the Ape Man --[release_year]--> 1932
Neg LogProb(↓):   0.791755
Path Entropy(↓):  1.388801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by jameson thomas release
Start Entity:     Jameson Thomas
Gold Answer:      [['1929', '1928']]
Predicted Ans:    1928
Predicted Path:   Jameson Thomas --[(INV) starred_actors]--> The Farmer's Wife --[release_year]--> 1928
Path (Raw):       Jameson Thomas --[No Operation]--> Jameson Thomas --[(INV) starred_actors]--> The Farmer's Wife --[release_year]--> 1928
Neg LogProb(↓):   0.062758
Path Entropy(↓):  0.229243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie riding in cars with boys are written by who
Start Entity:     Riding in Cars with Boys
Gold Answer:      [['Michael Sucsy', 'Mo Ogrodnik', 'Matthew Bright', 'Kirk Jones', 'James Mangold', 'Sean McConville', 'Stephen Belber', 'Katt Shea', 'Melissa Goddard', 'Joshua Michael Stern', 'Ken Friedman', 'Nora Roberts', 'Woody Allen', 'Andy Ruben', 'Geoff LaTulippe', 'Giuseppe Tornatore', 'Mark Illsley', 'Sam Harper', 'Ivan Menchell', 'Clare Sera', 'Clive Cussler', 'Kevin Williamson', 'Don Roos', 'Maurice Renard', 'Yolande Turner', 'Jerzy Kawalerowicz', 'Ivan Goff', 'Vince Gilligan', 'Helen Childress', 'Charlie Kaufman', 'Eric Roth', 'Paula Milne', 'Anthony Peckham', 'Patrick Smith Kelly', 'Patricia Rozema', 'Andrew Klavan', 'Julia Dahl', 'Lisa Davidowitz', 'Ryan Rowe', 'John August', 'Ed Solomon', 'Allison Jacobs', 'Curtis Hanson', 'Amy Heckerling', 'Vicente Aranda', 'Eleanor Perry', 'Creighton Vero', 'Theodore Isaac Rubin', 'John Hamburg', 'Bernard Slade', 'Kelly Senecal', 'Eric Goodman', 'Jeff Kinney', 'Tonino Guerra', 'Clay Tarver', 'Massimo De Rita', 'George Wing', 'Ken Selden', 'Chuck Barris', 'Scott Silver', 'Stephen King', 'Kiyoshi Kurosawa', 'Tim Herlihy', 'David Twohy', 'Nick Hornby', 'Susanna Kaysen', 'Ben Roberts']]
Predicted Ans:    Massimo De Rita
Predicted Path:   Riding in Cars with Boys --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Path (Raw):       Riding in Cars with Boys --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Neg LogProb(↓):   0.993161
Path Entropy(↓):  1.557295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the hurricane
Start Entity:     The Hurricane
Gold Answer:      [['Aidan Quinn', 'Donald Sutherland', 'Ben Kingsley', 'Trevor Howard', 'Ernie Reyes Jr.', 'Nicolas Cowan', 'Clark Gable', 'Kevin Costner', 'Dennis Quaid', 'Marlon Brando', 'Humphrey Bogart', 'James Garner', 'Charles Laughton', 'Claude Rains', 'Michèle Morgan', 'Gene Hackman', 'Philip Dorn', 'C. Thomas Howell']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   The Hurricane --[written_by]--> James Norman Hall --[(INV) written_by]--> Passage to Marseille --[starred_actors]--> Humphrey Bogart
Path (Raw):       The Hurricane --[written_by]--> James Norman Hall --[(INV) written_by]--> Passage to Marseille --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.122917
Path Entropy(↓):  0.566637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of the visitor
Start Entity:     The Visitor
Gold Answer:      [['The Station Agent', 'Win Win', 'The Cobbler']]
Predicted Ans:    The Visitor
Predicted Path:   The Visitor --[written_by]--> Thomas McCarthy --[(INV) written_by]--> The Visitor
Path (Raw):       The Visitor --[No Operation]--> The Visitor --[written_by]--> Thomas McCarthy --[(INV) written_by]--> The Visitor
Neg LogProb(↓):   0.210573
Path Entropy(↓):  0.606262
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films starred by imagine that actors
Start Entity:     Imagine That
Gold Answer:      [['Family', 'Music', 'Biography', 'Musical', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Imagine That --[starred_actors]--> Ronny Cox --[(INV) starred_actors]--> Vision Quest --[has_genre]--> Drama
Path (Raw):       Imagine That --[starred_actors]--> Ronny Cox --[(INV) starred_actors]--> Vision Quest --[has_genre]--> Drama
Neg LogProb(↓):   0.048018
Path Entropy(↓):  0.232445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of girl on a bicycle
Start Entity:     Girl on a Bicycle
Gold Answer:      [['Respiro']]
Predicted Ans:    Girl on a Bicycle
Predicted Path:   Girl on a Bicycle --[starred_actors]--> Louise Monot --[(INV) starred_actors]--> Girl on a Bicycle
Path (Raw):       Girl on a Bicycle --[starred_actors]--> Louise Monot --[No Operation]--> Louise Monot --[(INV) starred_actors]--> Girl on a Bicycle
Neg LogProb(↓):   0.063742
Path Entropy(↓):  0.275481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are movie co - directors of nikolaus geyrhalter
Start Entity:     Nikolaus Geyrhalter
Gold Answer:      [['King Vidor']]
Predicted Ans:    King Vidor
Predicted Path:   Nikolaus Geyrhalter --[(INV) directed_by]--> Our Daily Bread --[directed_by]--> King Vidor
Path (Raw):       Nikolaus Geyrhalter --[No Operation]--> Nikolaus Geyrhalter --[(INV) directed_by]--> Our Daily Bread --[directed_by]--> King Vidor
Neg LogProb(↓):   0.000490
Path Entropy(↓):  0.004505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of film is bloody pit of horror
Start Entity:     Bloody Pit of Horror
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bloody Pit of Horror --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Bloody Pit of Horror --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   1.863459
Path Entropy(↓):  3.710132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote police, adjective
Start Entity:     Police, Adjective
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Police, Adjective --[written_by]--> Corneliu Porumboiu --[(INV) written_by]--> Police, Adjective --[has_genre]--> Drama
Path (Raw):       Police, Adjective --[written_by]--> Corneliu Porumboiu --[(INV) written_by]--> Police, Adjective --[has_genre]--> Drama
Neg LogProb(↓):   0.002603
Path Entropy(↓):  0.018069
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the utamaro and his five women director
Start Entity:     Utamaro and His Five Women
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Utamaro and His Five Women --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Ugetsu --[in_language]--> Japanese
Path (Raw):       Utamaro and His Five Women --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> Ugetsu --[in_language]--> Japanese
Neg LogProb(↓):   0.367126
Path Entropy(↓):  0.639358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with michael brandt
Start Entity:     Michael Brandt
Gold Answer:      [['Mark Millar', 'Chris Morgan', 'Derek Haas', 'Richard Ayoade']]
Predicted Ans:    Michael Brandt
Predicted Path:   Michael Brandt --[(INV) written_by]--> Wanted --[written_by]--> Michael Brandt
Path (Raw):       Michael Brandt --[No Operation]--> Michael Brandt --[(INV) written_by]--> Wanted --[written_by]--> Michael Brandt
Neg LogProb(↓):   0.585393
Path Entropy(↓):  0.717395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of knight and day
Start Entity:     Knight and Day
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Knight and Day --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Knight and Day --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.583611
Path Entropy(↓):  4.214740
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of billy liar also directed which movies
Start Entity:     Billy Liar
Gold Answer:      [['Midnight Cowboy', 'The Believers', 'Eye for an Eye', 'Darling', 'Sunday Bloody Sunday', 'The Innocent', 'The Tale of Sweeney Todd', 'The Next Best Thing', 'The Day of the Locust', 'Pacific Heights', 'Cold Comfort Farm', 'Yanks', 'Marathon Man', 'A Kind of Loving', 'Honky Tonk Freeway', 'Far from the Madding Crowd', 'Madame Sousatzka', 'The Falcon and the Snowman']]
Predicted Ans:    Marathon Man
Predicted Path:   Billy Liar --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Marathon Man
Path (Raw):       Billy Liar --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Marathon Man --[No Operation]--> Marathon Man
Neg LogProb(↓):   0.493109
Path Entropy(↓):  1.404449
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film genre is the wrong man
Start Entity:     The Wrong Man
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Wrong Man --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Wrong Man --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.633730
Path Entropy(↓):  4.824320
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in soul kitchen
Start Entity:     Soul Kitchen
Gold Answer:      [['Moritz Bleibtreu', 'Adam Bousdoukos']]
Predicted Ans:    Franka Potente
Predicted Path:   Soul Kitchen --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[starred_actors]--> Franka Potente
Path (Raw):       Soul Kitchen --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[starred_actors]--> Franka Potente
Neg LogProb(↓):   0.105541
Path Entropy(↓):  0.428296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by bruiser actors
Start Entity:     Bruiser
Gold Answer:      [['John Hay', 'Jeff Buhler', 'Agatha Dominik', 'John Cox', 'Eran Creevy', 'Ethan Coen', 'Stephen Singular', 'Emilio Estevez', 'Oliver Stone', 'Tad Savinar', 'Clive Dawson', 'Eric Bogosian', 'David Logan', 'Joel Coen', 'Lars von Trier']]
Predicted Ans:    David Logan
Predicted Path:   Bruiser --[starred_actors]--> Jason Flemyng --[(INV) starred_actors]--> Lost Christmas --[written_by]--> David Logan
Path (Raw):       Bruiser --[starred_actors]--> Jason Flemyng --[(INV) starred_actors]--> Lost Christmas --[written_by]--> David Logan
Neg LogProb(↓):   0.763281
Path Entropy(↓):  1.317580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of a piece of the action
Start Entity:     A Piece of the Action
Gold Answer:      [['All the Young Men', 'Shoot to Kill', 'The Second Civil War', 'The Bedford Incident', "Let's Do It Again", 'Gardens of Stone', 'Duel at Diablo', 'Little Nikita', 'Best of the Best', 'Leonard Part 6', 'Good-bye, My Lady', 'Soul Man', 'They Call Me Mister Tibbs!', 'The Man', 'The Devil and Max Devlin', 'Clean Slate', 'The Jackal', 'The Great White Hope', 'To Sir, with Love', 'The Defiant Ones', 'For Love of Ivy', 'A Patch of Blue', 'Claudine', 'A Warm December', 'In the Heat of the Night', 'A Family Thing', 'Scorchers', 'Coming to America', 'Ghost Dad', 'Uptown Saturday Night', 'Earth', "Guess Who's Coming to Dinner", 'Cry, the Beloved Country', 'The Organization', 'Edge of the City', 'Sommersby', 'No Way Out', 'Three Fugitives', 'Conan the Barbarian', 'The Lion King', 'David and Lisa', 'Pressure Point', 'Buck and the Preacher', 'The Ambulance', 'The Long Ships', 'Paris Blues', 'The Simple Life of Noah Dearborn', 'A Raisin in the Sun', 'Lilies of the Field', 'Sneakers', 'Allan Quatermain and the Lost City of Gold', 'The Slender Thread']]
Predicted Ans:    To Sir, with Love
Predicted Path:   A Piece of the Action --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Path (Raw):       A Piece of the Action --[starred_actors]--> Sidney Poitier --[No Operation]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love
Neg LogProb(↓):   1.139132
Path Entropy(↓):  2.432060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by adolfo torres portillo
Start Entity:     Adolfo Torres Portillo
Gold Answer:      [['René Cardona']]
Predicted Ans:    René Cardona
Predicted Path:   Adolfo Torres Portillo --[(INV) written_by]--> Santa Claus --[directed_by]--> René Cardona
Path (Raw):       Adolfo Torres Portillo --[No Operation]--> Adolfo Torres Portillo --[(INV) written_by]--> Santa Claus --[directed_by]--> René Cardona
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by murilo benicio were in which genres
Start Entity:     Murilo Benício
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Murilo Benício --[(INV) starred_actors]--> Orfeu --[has_genre]--> Drama
Path (Raw):       Murilo Benício --[No Operation]--> Murilo Benício --[(INV) starred_actors]--> Orfeu --[has_genre]--> Drama
Neg LogProb(↓):   0.000932
Path Entropy(↓):  0.007887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the late show are directed by who
Start Entity:     The Late Show
Gold Answer:      [['Martin Brest', 'Paul Mazursky', 'Joel Schumacher', 'George Roy Hill', 'Carl Reiner', 'Jane Wagner', 'Jim Abrahams', 'Harvey Miller', 'David O. Russell']]
Predicted Ans:    Paul Mazursky
Predicted Path:   The Late Show --[starred_actors]--> Art Carney --[(INV) starred_actors]--> Harry and Tonto --[directed_by]--> Paul Mazursky
Path (Raw):       The Late Show --[starred_actors]--> Art Carney --[(INV) starred_actors]--> Harry and Tonto --[directed_by]--> Paul Mazursky
Neg LogProb(↓):   0.018260
Path Entropy(↓):  0.112333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie brother orchid released
Start Entity:     Brother Orchid
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Brother Orchid --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Path (Raw):       Brother Orchid --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Neg LogProb(↓):   1.778965
Path Entropy(↓):  3.388143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the brothers
Start Entity:     The Brothers
Gold Answer:      [['Gary Hardwick']]
Predicted Ans:    Gary Hardwick
Predicted Path:   The Brothers --[directed_by]--> Gary Hardwick --[(INV) directed_by]--> The Brothers --[directed_by]--> Gary Hardwick
Path (Raw):       The Brothers --[directed_by]--> Gary Hardwick --[(INV) directed_by]--> The Brothers --[directed_by]--> Gary Hardwick
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the devils actors
Start Entity:     The Devils
Gold Answer:      [['English', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Devils --[starred_actors]--> Vanessa Redgrave --[(INV) starred_actors]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       The Devils --[starred_actors]--> Vanessa Redgrave --[(INV) starred_actors]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.002425
Path Entropy(↓):  0.017093
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film willard
Start Entity:     Willard
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Willard --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Willard --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   3.058949
Path Entropy(↓):  4.533800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the apparition
Start Entity:     The Apparition
Gold Answer:      [['Todd Lincoln']]
Predicted Ans:    Todd Lincoln
Predicted Path:   The Apparition --[written_by]--> Todd Lincoln --[(INV) written_by]--> The Apparition --[written_by]--> Todd Lincoln
Path (Raw):       The Apparition --[written_by]--> Todd Lincoln --[(INV) written_by]--> The Apparition --[written_by]--> Todd Lincoln
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by jeannie long
Start Entity:     Jeannie Long
Gold Answer:      [['Donald Petrie']]
Predicted Ans:    Donald Petrie
Predicted Path:   Jeannie Long --[(INV) written_by]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Path (Raw):       Jeannie Long --[No Operation]--> Jeannie Long --[(INV) written_by]--> How to Lose a Guy in 10 Days --[directed_by]--> Donald Petrie
Neg LogProb(↓):   0.000139
Path Entropy(↓):  0.001375
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did rachel hirons write
Start Entity:     Rachel Hirons
Gold Answer:      [['Powder Room']]
Predicted Ans:    Powder Room
Predicted Path:   Rachel Hirons --[(INV) written_by]--> Powder Room --[written_by]--> Amy Revelle --[(INV) written_by]--> Powder Room
Path (Raw):       Rachel Hirons --[(INV) written_by]--> Powder Room --[written_by]--> Amy Revelle --[(INV) written_by]--> Powder Room
Neg LogProb(↓):   0.543993
Path Entropy(↓):  0.683024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the angel levine
Start Entity:     The Angel Levine
Gold Answer:      [['1995', '1976', '1966', '1972', '1954', '2005', '1959', '1996', '1974']]
Predicted Ans:    1966
Predicted Path:   The Angel Levine --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Path (Raw):       The Angel Levine --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[release_year]--> 1966
Neg LogProb(↓):   0.066556
Path Entropy(↓):  0.250873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by triple cross screenwriters
Start Entity:     Triple Cross
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Triple Cross --[written_by]--> William Marchant --[(INV) written_by]--> Desk Set --[has_genre]--> Comedy
Path (Raw):       Triple Cross --[written_by]--> William Marchant --[(INV) written_by]--> Desk Set --[has_genre]--> Comedy
Neg LogProb(↓):   0.118089
Path Entropy(↓):  0.349955
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in wynand uys starred movies
Start Entity:     Wynand Uys
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Wynand Uys --[(INV) starred_actors]--> Lost in the Desert --[in_language]--> English
Path (Raw):       Wynand Uys --[No Operation]--> Wynand Uys --[(INV) starred_actors]--> Lost in the Desert --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the moonlight mile director
Start Entity:     Moonlight Mile
Gold Answer:      [['Daniel Handler', 'Wim Wenders', 'Robert Gordon', 'Brad Silberling', 'Marty Krofft']]
Predicted Ans:    Brad Silberling
Predicted Path:   Moonlight Mile --[directed_by]--> Brad Silberling --[(INV) directed_by]--> 10 Items or Less --[written_by]--> Brad Silberling
Path (Raw):       Moonlight Mile --[directed_by]--> Brad Silberling --[(INV) directed_by]--> 10 Items or Less --[written_by]--> Brad Silberling
Neg LogProb(↓):   0.015092
Path Entropy(↓):  0.086448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the rum diary are written by who
Start Entity:     The Rum Diary
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Linda Woolverton', 'Allan Knee', 'Paul Attanasio', 'Gregory McDonald', 'Gore Verbinski', 'David Koepp', 'David Magee', 'Stephen Jeffreys', 'Rand Ravich', 'Eric Aronson', 'Joseph D. Pistone', 'Richard Woodley', 'John Waters', 'Terry Gilliam', 'Johnny Depp', 'Rudolph Grey', 'Kyril Bonfiglioli', 'Jim Jarmusch', 'Hunter S. Thompson', 'Andrew Kevin Walker', 'Kevin Yagher', 'Gordon Mitchell', 'Alan Wenkus', 'Ken Segall', 'Emir Kusturica', 'Jack Paglen', 'Roald Dahl', 'Tim Burton', 'Peter Hedges', 'Stephen King', 'Robert Rodriguez', 'Lord Byron', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Jeremy Leven', 'Washington Irving', 'Florian Henckel von Donnersmarck']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   The Rum Diary --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       The Rum Diary --[starred_actors]--> Johnny Depp --[(INV) starred_actors]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.590569
Path Entropy(↓):  2.082586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the end of the affair starred who
Start Entity:     The End of the Affair
Gold Answer:      [['Richard Attenborough', 'John Gielgud', 'Orlando Jones', 'Marlene Dietrich', 'Henry Fonda', 'Angela Lansbury', 'Harrison Ford', 'Annette Bening', 'Trevor Howard', "Peter O'Toole", 'William Hartnell', 'John Hurt', 'Michael Caine', 'Eddie Griffin', 'Ernie Kovacs', 'Joseph Cotten', 'Stephen Rea', 'Michael Redgrave', 'Nick Nolte', 'Forest Whitaker', 'Cathy Tyson', 'Sam Riley', 'Brendan Fraser', 'Nutsa Kukhianidze', 'Do Thi Hai Yen', 'Sam Neill', 'Lauren Bacall', 'Rod Steiger', 'Alida Valli', 'Cillian Murphy', 'Edward Everett Horton', 'Liam Neeson', 'Romola Garai', 'Tommy Lee Jones', 'Colin Farrell', 'Melvyn Douglas', 'Alicja Bachleda', 'Gary Grubbs', 'Eamonn Owens', 'Alec Guinness', 'Andrea Riseborough', 'Daniel Roebuck', 'David Warner', 'Herbert Marshall', 'Audie Murphy', 'Hermione Baddeley', 'Charles Boyer', 'Giorgia Moll', 'Orson Welles', 'Bob Hoskins', "Maureen O'Hara", 'Derek Jacobi', 'Burl Ives', 'Helen Mirren']]
Predicted Ans:    Michael Redgrave
Predicted Path:   The End of the Affair --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Path (Raw):       The End of the Affair --[written_by]--> Graham Greene --[(INV) written_by]--> The Quiet American --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   2.217674
Path Entropy(↓):  2.826769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by oskar roehler released
Start Entity:     Oskar Roehler
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Oskar Roehler --[(INV) directed_by]--> Atomised --[release_year]--> 2006
Path (Raw):       Oskar Roehler --[No Operation]--> Oskar Roehler --[(INV) directed_by]--> Atomised --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films i'm gonna git you sucka are written by who
Start Entity:     I'm Gonna Git You Sucka
Gold Answer:      [['Keenen Ivory Wayans', 'Marlon Wayans', 'Shawn Wayans']]
Predicted Ans:    Marlon Wayans
Predicted Path:   I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[written_by]--> Marlon Wayans
Path (Raw):       I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[written_by]--> Marlon Wayans
Neg LogProb(↓):   0.225839
Path Entropy(↓):  0.768045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in murder over new york
Start Entity:     Murder Over New York
Gold Answer:      [['Sidney Toler']]
Predicted Ans:    Sidney Toler
Predicted Path:   Murder Over New York --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Path (Raw):       Murder Over New York --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler
Neg LogProb(↓):   0.155572
Path Entropy(↓):  0.643095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by christos tsiolkas
Start Entity:     Christos Tsiolkas
Gold Answer:      [['Alex Dimitriades']]
Predicted Ans:    Alex Dimitriades
Predicted Path:   Christos Tsiolkas --[(INV) written_by]--> Head On --[starred_actors]--> Alex Dimitriades
Path (Raw):       Christos Tsiolkas --[No Operation]--> Christos Tsiolkas --[(INV) written_by]--> Head On --[starred_actors]--> Alex Dimitriades
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie hoodwinked!
Start Entity:     Hoodwinked!
Gold Answer:      [['2008', '1993', '2006', '1985', '1935', '1941', '1984', '2007', '1998', '2009', '1933', '1951', '2010', '2004', '1982', '1994', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2012', '2011', '2013', '1988', '1934', '2000', '1964', '1997', '1975', '2005', '1999', '1987', '1969', '1958']]
Predicted Ans:    2006
Predicted Path:   Hoodwinked! --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> The Devil Wears Prada --[release_year]--> 2006
Path (Raw):       Hoodwinked! --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> The Devil Wears Prada --[release_year]--> 2006
Neg LogProb(↓):   1.273732
Path Entropy(↓):  2.137350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie murder by numbers in a few words
Start Entity:     Murder by Numbers
Gold Answer:      [['ryan gosling', 'sandra bullock', 'michael pitt', 'barbet schroeder']]
Predicted Ans:    barbet schroeder
Predicted Path:   Murder by Numbers --[has_tags]--> barbet schroeder --[(INV) has_tags]--> Murder by Numbers --[has_tags]--> barbet schroeder
Path (Raw):       Murder by Numbers --[has_tags]--> barbet schroeder --[(INV) has_tags]--> Murder by Numbers --[has_tags]--> barbet schroeder
Neg LogProb(↓):   0.001218
Path Entropy(↓):  0.009512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film sex is comedy released
Start Entity:     Sex Is Comedy
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Sex Is Comedy --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       Sex Is Comedy --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.709909
Path Entropy(↓):  4.809323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the racket
Start Entity:     The Racket
Gold Answer:      [["Frank O'Rourke", 'Howard Teichmann', 'Horace McCoy', 'Claude Stanush', 'David Dortort', 'Robert Towne', 'James Salter', 'William Douglas Lansford', 'Millard Kaufman', 'Harry Brown', 'John Patrick', 'Luke Short', 'Ben Maddow', 'Harold Jack Bloom', 'Sam Rolfe', 'Van Van Praag', 'Philip Yordan', 'Samuel A. Taylor', 'Thelma Strabel', 'Richard Wilson', 'John Flynn', 'Alfred Hayes', 'Robert L. Richards', 'Jason Miller', 'Morton Thompson', 'Collier Young', 'George Marion Jr.', 'Wallace Smith', 'Sam Peckinpah', 'Louis Lantz', 'Mike Hodges', 'Jack Higgins', 'Herman Melville', 'Leopold Atlas', 'Polan Banks', 'George Tabori', 'Marco Denevi', 'Clifford Odets', 'Alex Proyas', 'Gerald Butler', 'Sydney Boehm', 'Isobel Lennart', 'Steve Fisher', 'Hal Kanter', 'Robert Rossen', 'John D. MacDonald', 'Kjell Sundvall', 'Daniel Mainwaring', 'Davis Grubb', 'Thomas Quinn Curtiss', 'Max Catto', 'Hugh Williams', 'Richard Wormser', 'Richard Brooks', 'John D. Weaver', 'Edward Chodorov', 'Gerald Drayson Adams', 'John Paxton', 'Don McGuire', 'Howard Breslin', 'David S. Goyer', 'F. Scott Fitzgerald', 'William Gibson', 'Heck Allen', 'Jon Cleary', 'Oliver H.P. Garrett', 'Sidney Biddell', 'Libbie Block', 'Michael Winner', 'Nathanael West', 'George V. Higgins', 'Paul Monash', 'Dario Argento', 'Lem Dobbs', 'Walon Green', 'Roy N. Sickner', 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'Ray Gaulden', 'Herbert Baker', 'Margaret Vyner', 'Jacqueline Susann', 'William Humphrey', 'Edward Anhalt', 'Erich Maria Remarque', 'Richard Carroll', 'Sheldon Reynolds', 'Duilio Coletti', 'James Agee', 'Frank Fenton', 'James Graham', 'Walter Van Tilburg Clark', 'Peter Ustinov', 'Nicholas Ray', 'Frank S. Nugent', 'Marguerite Roberts', 'James R. Webb', 'Dalton Trumbo', 'Donald E. Westlake', 'Jay Dratler', 'Art Cohn', 'Joseph Moncure March', 'Harold Pinter', 'Ralph Nelson', 'Jean Renoir', "Eugene O'Neill"]]
Predicted Ans:    Leigh Brackett
Predicted Path:   The Racket --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       The Racket --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.314400
Path Entropy(↓):  2.684752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of true stories
Start Entity:     True Stories
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   True Stories --[has_genre]--> Comedy --[(INV) has_genre]--> A Run for Your Money --[has_genre]--> Comedy
Path (Raw):       True Stories --[has_genre]--> Comedy --[(INV) has_genre]--> A Run for Your Money --[has_genre]--> Comedy
Neg LogProb(↓):   3.386483
Path Entropy(↓):  4.376852
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is interview with the assassin
Start Entity:     Interview with the Assassin
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Interview with the Assassin --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Interview with the Assassin --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.747359
Path Entropy(↓):  4.761915
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was shutter released
Start Entity:     Shutter
Gold Answer:      [['2008']]
Predicted Ans:    2004
Predicted Path:   Shutter --[release_year]--> 2004 --[(INV) release_year]--> Wimbledon --[release_year]--> 2004
Path (Raw):       Shutter --[release_year]--> 2004 --[(INV) release_year]--> Wimbledon --[release_year]--> 2004
Neg LogProb(↓):   3.582332
Path Entropy(↓):  4.904647
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie the bride came c. o. d., when was it released
Start Entity:     The Bride Came C.O.D.
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   The Bride Came C.O.D. --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       The Bride Came C.O.D. --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   1.700140
Path Entropy(↓):  3.249646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by rita rudner in
Start Entity:     Rita Rudner
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Rita Rudner --[(INV) written_by]--> Peter's Friends --[has_genre]--> Comedy
Path (Raw):       Rita Rudner --[No Operation]--> Rita Rudner --[(INV) written_by]--> Peter's Friends --[has_genre]--> Comedy
Neg LogProb(↓):   0.379613
Path Entropy(↓):  0.623720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film con air was written by who
Start Entity:     Con Air
Gold Answer:      [['Scott Rosenberg']]
Predicted Ans:    Scott Rosenberg
Predicted Path:   Con Air --[written_by]--> Scott Rosenberg --[(INV) written_by]--> Things to Do in Denver When You're Dead --[written_by]--> Scott Rosenberg
Path (Raw):       Con Air --[written_by]--> Scott Rosenberg --[(INV) written_by]--> Things to Do in Denver When You're Dead --[written_by]--> Scott Rosenberg
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by le samourai actors
Start Entity:     Le Samouraï
Gold Answer:      [['Federico Fellini', 'Luchino Visconti', 'Michelangelo Antonioni', 'René Clément', 'Roger Vadim', 'Patricia Highsmith', 'Jacques Deray', 'Giuseppe Tomasi di Lampedusa', 'Edgar Allan Poe', 'Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Le Samouraï --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Path (Raw):       Le Samouraï --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Neg LogProb(↓):   0.328615
Path Entropy(↓):  0.848731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by bad lieutenant actors release
Start Entity:     Bad Lieutenant
Gold Answer:      [['1980', '2003', '1992', '1993', '1967', '1998', '2009', '2010', '1982', '1973', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2002', '1988', '1978', '2000', '1997', '2005', '1991', '1986']]
Predicted Ans:    1995
Predicted Path:   Bad Lieutenant --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Path (Raw):       Bad Lieutenant --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Smoke --[release_year]--> 1995
Neg LogProb(↓):   1.152020
Path Entropy(↓):  2.253064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film big fish
Start Entity:     Big Fish
Gold Answer:      [['2000', '1999', '2007']]
Predicted Ans:    1999
Predicted Path:   Big Fish --[written_by]--> John August --[(INV) written_by]--> Go --[release_year]--> 1999
Path (Raw):       Big Fish --[written_by]--> John August --[(INV) written_by]--> Go --[release_year]--> 1999
Neg LogProb(↓):   0.157965
Path Entropy(↓):  0.487427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by tomas gutierrez alea release
Start Entity:     Tomás Gutiérrez Alea
Gold Answer:      [['1966', '1968', '1995']]
Predicted Ans:    1966
Predicted Path:   Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata --[release_year]--> 1966
Path (Raw):       Tomás Gutiérrez Alea --[No Operation]--> Tomás Gutiérrez Alea --[(INV) directed_by]--> La muerte de un burócrata --[release_year]--> 1966
Neg LogProb(↓):   0.070599
Path Entropy(↓):  0.307267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed charlotte gray
Start Entity:     Charlotte Gray
Gold Answer:      [['1997', '1949', '1933', '1994', '1979', '1984', '2007']]
Predicted Ans:    1949
Predicted Path:   Charlotte Gray --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Path (Raw):       Charlotte Gray --[directed_by]--> Gillian Armstrong --[(INV) directed_by]--> Little Women --[release_year]--> 1949
Neg LogProb(↓):   0.593954
Path Entropy(↓):  0.994623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by valentina cortese were in which languages
Start Entity:     Valentina Cortese
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Valentina Cortese --[(INV) starred_actors]--> Juliet of the Spirits --[in_language]--> Italian
Path (Raw):       Valentina Cortese --[No Operation]--> Valentina Cortese --[(INV) starred_actors]--> Juliet of the Spirits --[in_language]--> Italian
Neg LogProb(↓):   0.382194
Path Entropy(↓):  0.625292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of trade
Start Entity:     Trade
Gold Answer:      [['Summer Storm']]
Predicted Ans:    Trade
Predicted Path:   Trade --[directed_by]--> Marco Kreuzpaintner --[(INV) directed_by]--> Trade
Path (Raw):       Trade --[directed_by]--> Marco Kreuzpaintner --[(INV) directed_by]--> Trade --[No Operation]--> Trade
Neg LogProb(↓):   0.131793
Path Entropy(↓):  0.374167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies directed by geraldine nakache
Start Entity:     Géraldine Nakache
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Géraldine Nakache --[(INV) directed_by]--> Tout ce qui brille --[release_year]--> 2010
Path (Raw):       Géraldine Nakache --[No Operation]--> Géraldine Nakache --[(INV) directed_by]--> Tout ce qui brille --[release_year]--> 2010
Neg LogProb(↓):   0.000087
Path Entropy(↓):  0.000957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the phenix city story were in which genres
Start Entity:     The Phenix City Story
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Western
Predicted Path:   The Phenix City Story --[starred_actors]--> John McIntire --[(INV) starred_actors]--> Rough Night in Jericho --[has_genre]--> Western
Path (Raw):       The Phenix City Story --[starred_actors]--> John McIntire --[(INV) starred_actors]--> Rough Night in Jericho --[has_genre]--> Western
Neg LogProb(↓):   0.346777
Path Entropy(↓):  0.860619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by joyce redman in
Start Entity:     Joyce Redman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Joyce Redman --[(INV) starred_actors]--> Othello --[has_genre]--> Drama
Path (Raw):       Joyce Redman --[No Operation]--> Joyce Redman --[(INV) starred_actors]--> Othello --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by rainer werner fassbinder were in which languages
Start Entity:     Rainer Werner Fassbinder
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[in_language]--> French
Path (Raw):       Rainer Werner Fassbinder --[No Operation]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[in_language]--> French
Neg LogProb(↓):   0.687269
Path Entropy(↓):  1.647169
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of cesar and rosalie
Start Entity:     César and Rosalie
Gold Answer:      [['José Giovanni', 'Claude Sautet']]
Predicted Ans:    Claude Sautet
Predicted Path:   César and Rosalie --[directed_by]--> Claude Sautet --[(INV) directed_by]--> Classe Tous Risques --[written_by]--> Claude Sautet
Path (Raw):       César and Rosalie --[directed_by]--> Claude Sautet --[(INV) directed_by]--> Classe Tous Risques --[written_by]--> Claude Sautet
Neg LogProb(↓):   0.299746
Path Entropy(↓):  0.877688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film never cry wolf
Start Entity:     Never Cry Wolf
Gold Answer:      [['carroll ballard', 'wilderness', 'bd-r', 'wolves', 'brian dennehy']]
Predicted Ans:    brian dennehy
Predicted Path:   Never Cry Wolf --[has_tags]--> brian dennehy --[(INV) has_tags]--> Never Cry Wolf --[has_tags]--> brian dennehy
Path (Raw):       Never Cry Wolf --[has_tags]--> brian dennehy --[(INV) has_tags]--> Never Cry Wolf --[has_tags]--> brian dennehy
Neg LogProb(↓):   0.000573
Path Entropy(↓):  0.005486
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the cat came back
Start Entity:     The Cat Came Back
Gold Answer:      [['1983', '2002', '1984', '2009']]
Predicted Ans:    2009
Predicted Path:   The Cat Came Back --[written_by]--> Cordell Barker --[(INV) written_by]--> Runaway --[release_year]--> 2009
Path (Raw):       The Cat Came Back --[written_by]--> Cordell Barker --[(INV) written_by]--> Runaway --[release_year]--> 2009
Neg LogProb(↓):   0.303554
Path Entropy(↓):  0.768175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by rod taylor released
Start Entity:     Rod Taylor
Gold Answer:      [['1968', '1963', '1964', '1997', '1966', '2001', '1960', '1973', '1965', '1999', '1967', '2002', '1956']]
Predicted Ans:    1965
Predicted Path:   Rod Taylor --[(INV) starred_actors]--> Young Cassidy --[release_year]--> 1965
Path (Raw):       Rod Taylor --[No Operation]--> Rod Taylor --[(INV) starred_actors]--> Young Cassidy --[release_year]--> 1965
Neg LogProb(↓):   0.959676
Path Entropy(↓):  1.464199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of movie is the shop around the corner
Start Entity:     The Shop Around the Corner
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Shop Around the Corner --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Shop Around the Corner --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.295090
Path Entropy(↓):  4.462682
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with karl alexander
Start Entity:     Karl Alexander
Gold Answer:      [['Nicholas Meyer', 'Steve Hayes']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Karl Alexander --[(INV) written_by]--> Time After Time --[written_by]--> Nicholas Meyer
Path (Raw):       Karl Alexander --[No Operation]--> Karl Alexander --[(INV) written_by]--> Time After Time --[written_by]--> Nicholas Meyer
Neg LogProb(↓):   0.012214
Path Entropy(↓):  0.066603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of battle beyond the stars starred who
Start Entity:     Battle Beyond the Stars
Gold Answer:      [['Robert Forster', 'Scott Glenn', 'Michael V. Gazzo', 'Federico Luppi', 'Damián Delgado', 'Robin Riker', 'David Strathairn', 'Will Oldham', 'Alan King', 'Burt Reynolds', 'Lorraine Toussaint', 'Jane Hallaren', 'Linda Griffiths', 'Joe Morton', 'Chris Cooper', 'Mary Elizabeth Mastrantonio', 'Dolph Lundgren', 'Robert Conrad', 'Vanessa Martinez', 'Angela Bassett', 'Richard Dreyfuss', 'Jon DeVries', 'Vincent Spano', 'Mary McDonnell', 'Stephen Mendillo', 'Darren McGavin', 'Casey Siemaszko', 'Elizabeth Peña', 'Pamela Sue Martin']]
Predicted Ans:    Angela Bassett
Predicted Path:   Battle Beyond the Stars --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[starred_actors]--> Angela Bassett
Path (Raw):       Battle Beyond the Stars --[written_by]--> John Sayles --[(INV) written_by]--> Passion Fish --[starred_actors]--> Angela Bassett
Neg LogProb(↓):   0.045872
Path Entropy(↓):  0.252754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the way of the gun
Start Entity:     The Way of the Gun
Gold Answer:      [['Susan Seidelman', 'J. Lee Thompson', 'Kimberly Peirce', 'Lasse Hallström', 'Martin Scorsese', 'Peter Howitt', 'Steven Silver', 'Gerald McMorrow', 'Mike Gunther', 'Jim Gillespie', 'William Friedkin', 'Sean Penn', 'Frank Urson', 'Kathryn Bigelow', 'Oliver Stone', 'Jorma Taccone', 'Pupi Avati', 'Franklin J. Schaffner', 'William Malone', 'Tony Giglio', 'Mark Christopher', 'Terry Gilliam', 'Robert Harling', 'Ramón Menéndez', 'Steven Soderbergh', 'Mira Nair', 'Joe Johnston', 'Bryan Singer', 'Hideo Nakata', 'David DeFalco', 'Garry Marshall', 'David E. Talbert', 'Kat Candler', 'Coline Serreau', 'Rick Famuyiwa', 'Malcolm D. Lee', 'Kevin Rodney Sullivan', 'Julian Schnabel', 'Brad Furman', 'Marco Brambilla', 'Rob Marshall', 'William Castle', 'Susanne Bier', 'Mike Figgis', 'Zola Maseko', 'Josh Klausner']]
Predicted Ans:    Tony Giglio
Predicted Path:   The Way of the Gun --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Chaos --[directed_by]--> Tony Giglio
Path (Raw):       The Way of the Gun --[starred_actors]--> Ryan Phillippe --[(INV) starred_actors]--> Chaos --[directed_by]--> Tony Giglio
Neg LogProb(↓):   0.432853
Path Entropy(↓):  1.373242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by richard pryor
Start Entity:     richard pryor
Gold Answer:      [["Brewster's Millions", 'The Mack', 'Stir Crazy', 'Superman III', 'Lady Sings the Blues', 'The Toy']]
Predicted Ans:    The Toy
Predicted Path:   richard pryor --[(INV) has_tags]--> The Toy --[has_tags]--> richard donner --[(INV) has_tags]--> The Toy
Path (Raw):       richard pryor --[(INV) has_tags]--> The Toy --[has_tags]--> richard donner --[(INV) has_tags]--> The Toy
Neg LogProb(↓):   0.000175
Path Entropy(↓):  0.001784
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does conrad janis star in
Start Entity:     Conrad Janis
Gold Answer:      [['The Brasher Doubloon', 'The Buddy Holly Story']]
Predicted Ans:    Von Richthofen and Brown
Predicted Path:   Conrad Janis --[(INV) starred_actors]--> The Buddy Holly Story --[starred_actors]--> Don Stroud --[(INV) starred_actors]--> Von Richthofen and Brown
Path (Raw):       Conrad Janis --[(INV) starred_actors]--> The Buddy Holly Story --[starred_actors]--> Don Stroud --[(INV) starred_actors]--> Von Richthofen and Brown
Neg LogProb(↓):   0.233089
Path Entropy(↓):  0.542901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of scrooged also wrote which films
Start Entity:     Scrooged
Gold Answer:      [['Passion Play', 'Great Expectations', 'The Muppet Christmas Carol', 'Savages', 'A Flintstones Christmas Carol', "Mister Magoo's Christmas Carol", 'A Tale of Two Cities', 'A Christmas Carol', 'David Copperfield', 'Nicholas Nickleby', 'Scrooge', 'Oliver Twist', 'Little Dorrit']]
Predicted Ans:    Passion Play
Predicted Path:   Scrooged --[written_by]--> Mitch Glazer --[(INV) written_by]--> Passion Play
Path (Raw):       Scrooged --[written_by]--> Mitch Glazer --[(INV) written_by]--> Passion Play --[No Operation]--> Passion Play
Neg LogProb(↓):   1.911018
Path Entropy(↓):  0.459658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed sands of iwo jima
Start Entity:     Sands of Iwo Jima
Gold Answer:      [['Annabella', 'Loretta Young', 'Barbara Stanwyck', 'Jack Oakie', 'Tyrone Power', 'Shirley Temple', 'Ronald Reagan', 'Randolph Scott']]
Predicted Ans:    Randolph Scott
Predicted Path:   Sands of Iwo Jima --[directed_by]--> Allan Dwan --[(INV) directed_by]--> Rebecca of Sunnybrook Farm --[starred_actors]--> Randolph Scott
Path (Raw):       Sands of Iwo Jima --[directed_by]--> Allan Dwan --[(INV) directed_by]--> Rebecca of Sunnybrook Farm --[starred_actors]--> Randolph Scott
Neg LogProb(↓):   0.415741
Path Entropy(↓):  1.108755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by robert demaio
Start Entity:     Robert DeMaio
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Robert DeMaio --[(INV) written_by]--> How to Live Forever --[release_year]--> 2009
Path (Raw):       Robert DeMaio --[No Operation]--> Robert DeMaio --[(INV) written_by]--> How to Live Forever --[release_year]--> 2009
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of magic in the moonlight
Start Entity:     Magic in the Moonlight
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Magic in the Moonlight --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Path (Raw):       Magic in the Moonlight --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   1.110681
Path Entropy(↓):  2.775983
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by gene allen were directed by who
Start Entity:     Gene Allen
Gold Answer:      [['George Cukor']]
Predicted Ans:    George Cukor
Predicted Path:   Gene Allen --[(INV) written_by]--> The Chapman Report --[directed_by]--> George Cukor
Path (Raw):       Gene Allen --[No Operation]--> Gene Allen --[(INV) written_by]--> The Chapman Report --[directed_by]--> George Cukor
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in easy money
Start Entity:     Easy Money
Gold Answer:      [['Candice Azzara', 'Geraldine Fitzgerald', 'Rodney Dangerfield', 'Joe Pesci']]
Predicted Ans:    Joe Pesci
Predicted Path:   Easy Money --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[starred_actors]--> Joe Pesci
Path (Raw):       Easy Money --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Goodfellas --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.001843
Path Entropy(↓):  0.013671
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie rebel without a cause
Start Entity:     Rebel Without a Cause
Gold Answer:      [['Edna Ferber', 'Ivan Moffat', 'Fred Guiol', 'Stewart Stern', 'Paul Osborn', 'John Steinbeck']]
Predicted Ans:    Richard Burton
Predicted Path:   Rebel Without a Cause --[written_by]--> Nicholas Ray --[(INV) written_by]--> Bitter Victory --[starred_actors]--> Richard Burton
Path (Raw):       Rebel Without a Cause --[written_by]--> Nicholas Ray --[(INV) written_by]--> Bitter Victory --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.414519
Path Entropy(↓):  1.171456
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies that share actors with the movie setup
Start Entity:     Setup
Gold Answer:      [['Walter Hill', 'Matthew Cooke', 'Jon Avnet', 'James Foley', 'Kimberly Peirce', 'Edward Zwick', 'Paul McGuigan', 'Charles Winkler', 'Renny Harlin', 'Luc Besson', 'David Barrett', 'Steven Silver', 'Mabrouk El Mechri', 'Peter Howitt', 'Gerald McMorrow', 'Rian Johnson', '50 Cent', 'Blake Edwards', 'Jonathan Mostow', 'Barry Levinson', 'Tony Scott', 'Richard Donner', 'Jim Gillespie', 'Brett Simon', 'Michael Lehmann', 'Jorma Taccone', 'Antoine Fuqua', 'Michael Bay', 'Alan Rudolph', 'Harold Becker', 'Karey Kirkpatrick', 'Tony Giglio', 'Rowdy Herrington', 'Jonathan Lynn', 'Nico Mastorakis', 'Mark Christopher', 'Tim Johnson', 'John Moore', 'Kevin Smith', 'Robert Benton', 'Richard Rush', 'Gregory Hoblit', 'Hideo Nakata', 'Howard Deutch', 'David DeFalco', 'Christopher McQuarrie', 'Robert Zemeckis', 'Coline Serreau', 'John McTiernan', 'Brad Furman', 'Len Wiseman', 'Norman Jewison', 'M. Night Shyamalan', 'Brian A Miller', 'Katja von Garnier', 'Jim Sheridan', 'Brian De Palma', 'Rob Reiner', 'Nick Cassavetes']]
Predicted Ans:    Norman Jewison
Predicted Path:   Setup --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> In Country --[directed_by]--> Norman Jewison
Path (Raw):       Setup --[starred_actors]--> Bruce Willis --[(INV) starred_actors]--> In Country --[directed_by]--> Norman Jewison
Neg LogProb(↓):   1.449205
Path Entropy(↓):  2.480631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of peggy sue got married
Start Entity:     Peggy Sue Got Married
Gold Answer:      [['House of Cards', 'The Accidental Tourist', 'Prince of Central Park', "Prizzi's Honor", 'The Virgin Suicides', 'Beautiful', 'The Man with Two Brains', 'Romancing the Stone', 'Baby Geniuses', 'The Jewel of the Nile', 'Crimes of Passion', 'Undercover Blues', 'A Breed Apart', 'Switching Channels', 'V.I. Warshawski', 'Serial Mom', 'The War of the Roses', 'Body Heat']]
Predicted Ans:    Undercover Blues
Predicted Path:   Peggy Sue Got Married --[starred_actors]--> Kathleen Turner --[(INV) starred_actors]--> Undercover Blues
Path (Raw):       Peggy Sue Got Married --[starred_actors]--> Kathleen Turner --[No Operation]--> Kathleen Turner --[(INV) starred_actors]--> Undercover Blues
Neg LogProb(↓):   0.632748
Path Entropy(↓):  1.573022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did harris yulin act in
Start Entity:     Harris Yulin
Gold Answer:      [['A Short History of Decay']]
Predicted Ans:    Bride Wars
Predicted Path:   Harris Yulin --[(INV) starred_actors]--> A Short History of Decay --[starred_actors]--> Bryan Greenberg --[(INV) starred_actors]--> Bride Wars
Path (Raw):       Harris Yulin --[(INV) starred_actors]--> A Short History of Decay --[starred_actors]--> Bryan Greenberg --[(INV) starred_actors]--> Bride Wars
Neg LogProb(↓):   0.748507
Path Entropy(↓):  1.337149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of stephane aubier starred movies
Start Entity:     Stéphane Aubier
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Stéphane Aubier --[(INV) starred_actors]--> A Town Called Panic --[release_year]--> 2009
Path (Raw):       Stéphane Aubier --[No Operation]--> Stéphane Aubier --[(INV) starred_actors]--> A Town Called Panic --[release_year]--> 2009
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of rammbock
Start Entity:     Rammbock
Gold Answer:      [['2013']]
Predicted Ans:    2010
Predicted Path:   Rammbock --[directed_by]--> Marvin Kren --[(INV) directed_by]--> Rammbock --[release_year]--> 2010
Path (Raw):       Rammbock --[directed_by]--> Marvin Kren --[(INV) directed_by]--> Rammbock --[release_year]--> 2010
Neg LogProb(↓):   0.001829
Path Entropy(↓):  0.013369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the blood director release
Start Entity:     Blood
Gold Answer:      [['2011', '1980']]
Predicted Ans:    1980
Predicted Path:   Blood --[directed_by]--> Nick Murphy --[(INV) directed_by]--> The Awakening --[release_year]--> 1980
Path (Raw):       Blood --[directed_by]--> Nick Murphy --[(INV) directed_by]--> The Awakening --[release_year]--> 1980
Neg LogProb(↓):   0.563789
Path Entropy(↓):  0.986797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the law of desire director
Start Entity:     Law of Desire
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Law of Desire --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Path (Raw):       Law of Desire --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Neg LogProb(↓):   0.186931
Path Entropy(↓):  0.515465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by eran kolirin
Start Entity:     Eran Kolirin
Gold Answer:      [['Hebrew', 'English']]
Predicted Ans:    English
Predicted Path:   Eran Kolirin --[(INV) written_by]--> The Band's Visit --[in_language]--> English
Path (Raw):       Eran Kolirin --[No Operation]--> Eran Kolirin --[(INV) written_by]--> The Band's Visit --[in_language]--> English
Neg LogProb(↓):   0.014604
Path Entropy(↓):  0.075803
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote fighting
Start Entity:     Fighting
Gold Answer:      [['2006', '2011']]
Predicted Ans:    2009
Predicted Path:   Fighting --[written_by]--> Dito Montiel --[(INV) written_by]--> Fighting --[release_year]--> 2009
Path (Raw):       Fighting --[written_by]--> Dito Montiel --[(INV) written_by]--> Fighting --[release_year]--> 2009
Neg LogProb(↓):   0.232523
Path Entropy(↓):  0.581391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies directed by w. s. van dyke
Start Entity:     W.S. Van Dyke
Gold Answer:      [['Edward Barry Roberts', 'Cyril Hume', "Frederick O'Brien", 'Alan Campbell', 'Jane Murfin', 'Dashiell Hammett', 'Albert Hackett', 'Dale Van Every', 'Frances Goodrich', 'James Hilton', 'Harvey Fergusson', 'Joseph L. Mankiewicz', 'James M. Cain', 'Dorothy Parker']]
Predicted Ans:    Dorothy Parker
Predicted Path:   W.S. Van Dyke --[(INV) directed_by]--> Sweethearts --[written_by]--> Dorothy Parker
Path (Raw):       W.S. Van Dyke --[No Operation]--> W.S. Van Dyke --[(INV) directed_by]--> Sweethearts --[written_by]--> Dorothy Parker
Neg LogProb(↓):   1.274812
Path Entropy(↓):  1.751049
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by doomed to die actors
Start Entity:     Doomed to Die
Gold Answer:      [['Terry O. Morse', 'Robert Wise', 'Edward Dmytryk', 'Cecil B. DeMille', 'Lew Landers', 'Charles Lamont', 'Charles Brabin', 'Ulli Lommel', 'Karl Freund', 'Nick Grinde', 'Erle C. Kenton', 'John Ford', 'Mark Robson', 'J. Searle Dawley', 'Terence Fisher', 'Michael Curtiz', 'Stephen Sommers', 'Jacques Tourneur', 'Douglas Sirk', 'Preston A. Whitmore II', 'Jesper Ganslandt', 'Mario Bava', 'William Nigh', 'Roger Corman', 'James Whale', 'Joseph Pevney', 'Robert Day', 'Rowland V. Lee', 'Edgar G. Ulmer', 'James McTeigue', 'Roy William Neill']]
Predicted Ans:    Roger Corman
Predicted Path:   Doomed to Die --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Doomed to Die --[starred_actors]--> Boris Karloff --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.408582
Path Entropy(↓):  1.992627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote an officer and a gentleman
Start Entity:     An Officer and a Gentleman
Gold Answer:      [['Steven Bauer', 'Christopher Atkins', 'John Getz', 'David Caruso', 'Brooke Shields', 'Barbara Williams']]
Predicted Ans:    Richard Gere
Predicted Path:   An Officer and a Gentleman --[written_by]--> Douglas Day Stewart --[(INV) written_by]--> An Officer and a Gentleman --[starred_actors]--> Richard Gere
Path (Raw):       An Officer and a Gentleman --[written_by]--> Douglas Day Stewart --[(INV) written_by]--> An Officer and a Gentleman --[starred_actors]--> Richard Gere
Neg LogProb(↓):   0.163874
Path Entropy(↓):  0.449705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by john greyson
Start Entity:     John Greyson
Gold Answer:      [['Sarah Polley', 'Brendan Fletcher', 'Sean McCann', 'Shirley Douglas']]
Predicted Ans:    Brendan Fletcher
Predicted Path:   John Greyson --[(INV) written_by]--> The Law of Enclosures --[starred_actors]--> Brendan Fletcher
Path (Raw):       John Greyson --[No Operation]--> John Greyson --[(INV) written_by]--> The Law of Enclosures --[starred_actors]--> Brendan Fletcher
Neg LogProb(↓):   0.001170
Path Entropy(↓):  0.009069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of trancers
Start Entity:     Trancers
Gold Answer:      [['Helen Hunt', 'Tim Thomerson']]
Predicted Ans:    Helen Hunt
Predicted Path:   Trancers --[directed_by]--> Charles Band --[(INV) directed_by]--> Trancers II --[starred_actors]--> Helen Hunt
Path (Raw):       Trancers --[directed_by]--> Charles Band --[(INV) directed_by]--> Trancers II --[starred_actors]--> Helen Hunt
Neg LogProb(↓):   0.006088
Path Entropy(↓):  0.037581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film union square
Start Entity:     Union Square
Gold Answer:      [['1998', '1997', '2001', '2008', '2010', '2004', '2006', '1999', '2002', '1994', '2011']]
Predicted Ans:    1999
Predicted Path:   Union Square --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[release_year]--> 1999
Path (Raw):       Union Square --[starred_actors]--> Mira Sorvino --[(INV) starred_actors]--> Summer of Sam --[release_year]--> 1999
Neg LogProb(↓):   0.147399
Path Entropy(↓):  0.669030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed despicable me
Start Entity:     Despicable Me
Gold Answer:      [['Kristen Wiig', 'Benjamin Bratt', 'Miranda Cosgrove', 'Steve Carell']]
Predicted Ans:    Jason Segel
Predicted Path:   Despicable Me --[directed_by]--> Pierre Coffin --[(INV) directed_by]--> Despicable Me --[starred_actors]--> Jason Segel
Path (Raw):       Despicable Me --[directed_by]--> Pierre Coffin --[(INV) directed_by]--> Despicable Me --[starred_actors]--> Jason Segel
Neg LogProb(↓):   0.039032
Path Entropy(↓):  0.194276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of cool it also wrote which films
Start Entity:     Cool It
Gold Answer:      [['We Live in Public', 'Dig!']]
Predicted Ans:    We Live in Public
Predicted Path:   Cool It --[written_by]--> Ondi Timoner --[(INV) written_by]--> We Live in Public
Path (Raw):       Cool It --[written_by]--> Ondi Timoner --[(INV) written_by]--> We Live in Public --[No Operation]--> We Live in Public
Neg LogProb(↓):   0.002903
Path Entropy(↓):  0.021888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does david thornton act in
Start Entity:     David Thornton
Gold Answer:      [['Here and There']]
Predicted Ans:    Life with Mikey
Predicted Path:   David Thornton --[(INV) starred_actors]--> Here and There --[starred_actors]--> Cyndi Lauper --[(INV) starred_actors]--> Life with Mikey
Path (Raw):       David Thornton --[(INV) starred_actors]--> Here and There --[starred_actors]--> Cyndi Lauper --[(INV) starred_actors]--> Life with Mikey
Neg LogProb(↓):   0.000605
Path Entropy(↓):  0.005353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by gloria holden were released in which years
Start Entity:     Gloria Holden
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   Gloria Holden --[(INV) starred_actors]--> Dracula's Daughter --[release_year]--> 1936
Path (Raw):       Gloria Holden --[No Operation]--> Gloria Holden --[(INV) starred_actors]--> Dracula's Daughter --[release_year]--> 1936
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of dallas 362
Start Entity:     Dallas 362
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Dallas 362 --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Dallas 362 --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.033255
Path Entropy(↓):  4.419026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of tea for two
Start Entity:     Tea for Two
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tea for Two --[directed_by]--> David Butler --[(INV) directed_by]--> Just Imagine --[has_genre]--> Comedy
Path (Raw):       Tea for Two --[directed_by]--> David Butler --[(INV) directed_by]--> Just Imagine --[has_genre]--> Comedy
Neg LogProb(↓):   0.276491
Path Entropy(↓):  1.053218
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor tom irwin starred together with who
Start Entity:     Tom Irwin
Gold Answer:      [['Anne Bancroft', 'Lena Olin', 'Richard Gere', 'Sarah Jones', 'Jon Foster']]
Predicted Ans:    Richard Gere
Predicted Path:   Tom Irwin --[(INV) starred_actors]--> Mr. Jones --[starred_actors]--> Richard Gere
Path (Raw):       Tom Irwin --[No Operation]--> Tom Irwin --[(INV) starred_actors]--> Mr. Jones --[starred_actors]--> Richard Gere
Neg LogProb(↓):   0.027649
Path Entropy(↓):  0.131195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about arthur lubin
Start Entity:     arthur lubin
Gold Answer:      [['Impact']]
Predicted Ans:    Impact
Predicted Path:   arthur lubin --[(INV) has_tags]--> Impact --[has_tags]--> arthur lubin --[(INV) has_tags]--> Impact
Path (Raw):       arthur lubin --[(INV) has_tags]--> Impact --[has_tags]--> arthur lubin --[(INV) has_tags]--> Impact
Neg LogProb(↓):   0.001883
Path Entropy(↓):  0.014922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with bill walsh
Start Entity:     Bill Walsh
Gold Answer:      [['Don DaGradi']]
Predicted Ans:    Bill Walsh
Predicted Path:   Bill Walsh --[(INV) written_by]--> Mary Poppins --[written_by]--> Bill Walsh
Path (Raw):       Bill Walsh --[No Operation]--> Bill Walsh --[(INV) written_by]--> Mary Poppins --[written_by]--> Bill Walsh
Neg LogProb(↓):   0.014264
Path Entropy(↓):  0.074356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of taking woodstock
Start Entity:     Taking Woodstock
Gold Answer:      [['Eat Drink Man Woman', 'Life of Pi', 'The Wedding Banquet', 'Hulk', 'Crouching Tiger, Hidden Dragon', 'Brokeback Mountain', 'Pushing Hands', 'Lust, Caution', 'Ride with the Devil', 'Sense and Sensibility', 'The Ice Storm']]
Predicted Ans:    Sense and Sensibility
Predicted Path:   Taking Woodstock --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility
Path (Raw):       Taking Woodstock --[No Operation]--> Taking Woodstock --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility
Neg LogProb(↓):   0.706988
Path Entropy(↓):  1.138307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is the movie i, cesar in
Start Entity:     I, Cesar
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   I, Cesar --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       I, Cesar --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.221176
Path Entropy(↓):  3.272426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by susannah york
Start Entity:     Susannah York
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Susannah York --[(INV) written_by]--> Falling in Love Again --[release_year]--> 1980
Path (Raw):       Susannah York --[No Operation]--> Susannah York --[(INV) written_by]--> Falling in Love Again --[release_year]--> 1980
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by robin dunne fall under
Start Entity:     Robin Dunne
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Robin Dunne --[(INV) starred_actors]--> Cruel Intentions 2 --[has_genre]--> Drama
Path (Raw):       Robin Dunne --[No Operation]--> Robin Dunne --[(INV) starred_actors]--> Cruel Intentions 2 --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by georges de la fouchardiere
Start Entity:     Georges de La Fouchardière
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Georges de La Fouchardière --[(INV) written_by]--> Scarlet Street --[has_genre]--> Drama
Path (Raw):       Georges de La Fouchardière --[No Operation]--> Georges de La Fouchardière --[(INV) written_by]--> Scarlet Street --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of killing season
Start Entity:     Killing Season
Gold Answer:      [['Fantasy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Killing Season --[written_by]--> Evan Daugherty --[(INV) written_by]--> Killing Season --[has_genre]--> Action
Path (Raw):       Killing Season --[written_by]--> Evan Daugherty --[(INV) written_by]--> Killing Season --[has_genre]--> Action
Neg LogProb(↓):   0.022642
Path Entropy(↓):  0.122471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by joanna vanderham
Start Entity:     Joanna Vanderham
Gold Answer:      [['Henry James']]
Predicted Ans:    Henry James
Predicted Path:   Joanna Vanderham --[(INV) starred_actors]--> What Maisie Knew --[written_by]--> Henry James
Path (Raw):       Joanna Vanderham --[No Operation]--> Joanna Vanderham --[(INV) starred_actors]--> What Maisie Knew --[written_by]--> Henry James
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the judge
Start Entity:     The Judge
Gold Answer:      [['Clint Howard']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   The Judge --[written_by]--> David Dobkin --[(INV) written_by]--> The Judge --[starred_actors]--> Billy Bob Thornton
Path (Raw):       The Judge --[written_by]--> David Dobkin --[(INV) written_by]--> The Judge --[starred_actors]--> Billy Bob Thornton
Neg LogProb(↓):   0.356146
Path Entropy(↓):  0.664297
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by robby benson
Start Entity:     Robby Benson
Gold Answer:      [['David Lister', 'Lamont Johnson', 'Kirk Wise', 'Christophe Gans', 'Jean Cocteau', 'Arthur Barron', 'Gary Trousdale']]
Predicted Ans:    Jean Cocteau
Predicted Path:   Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[directed_by]--> Jean Cocteau
Path (Raw):       Robby Benson --[No Operation]--> Robby Benson --[(INV) starred_actors]--> Beauty and the Beast --[directed_by]--> Jean Cocteau
Neg LogProb(↓):   0.290864
Path Entropy(↓):  1.047960
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film the search released
Start Entity:     The Search
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   The Search --[release_year]--> 1948 --[(INV) release_year]--> Easter Parade --[release_year]--> 1948
Path (Raw):       The Search --[release_year]--> 1948 --[(INV) release_year]--> Easter Parade --[release_year]--> 1948
Neg LogProb(↓):   2.030751
Path Entropy(↓):  3.513329
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie aerial gunner starred who
Start Entity:     Aerial Gunner
Gold Answer:      [['Richard Arlen', 'Chester Morris', 'Jimmy Lydon']]
Predicted Ans:    Jimmy Lydon
Predicted Path:   Aerial Gunner --[starred_actors]--> Jimmy Lydon --[(INV) starred_actors]--> Aerial Gunner --[starred_actors]--> Jimmy Lydon
Path (Raw):       Aerial Gunner --[starred_actors]--> Jimmy Lydon --[(INV) starred_actors]--> Aerial Gunner --[starred_actors]--> Jimmy Lydon
Neg LogProb(↓):   0.018996
Path Entropy(↓):  0.105537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of black caesar
Start Entity:     Black Caesar
Gold Answer:      [['1976', '1972', '2008', '1990', '1987', '1982', '1973', '1985', '1981', '1974']]
Predicted Ans:    1987
Predicted Path:   Black Caesar --[directed_by]--> Larry Cohen --[(INV) directed_by]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Black Caesar --[directed_by]--> Larry Cohen --[(INV) directed_by]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   1.732662
Path Entropy(↓):  2.134079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie circle of friends
Start Entity:     Circle of Friends
Gold Answer:      [['irish', "pat o'connor"]]
Predicted Ans:    pat o'connor
Predicted Path:   Circle of Friends --[has_tags]--> pat o'connor --[(INV) has_tags]--> Circle of Friends --[has_tags]--> pat o'connor
Path (Raw):       Circle of Friends --[has_tags]--> pat o'connor --[(INV) has_tags]--> Circle of Friends --[has_tags]--> pat o'connor
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was schultze gets the blues released
Start Entity:     Schultze Gets the Blues
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Schultze Gets the Blues --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Schultze Gets the Blues --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.394678
Path Entropy(↓):  4.703162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with battle of the bulge fall under
Start Entity:     Battle of the Bulge
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Battle of the Bulge --[starred_actors]--> Robert Shaw --[(INV) starred_actors]--> End of the Game --[has_genre]--> Crime
Path (Raw):       Battle of the Bulge --[starred_actors]--> Robert Shaw --[(INV) starred_actors]--> End of the Game --[has_genre]--> Crime
Neg LogProb(↓):   1.311675
Path Entropy(↓):  1.971088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of stomp the yard
Start Entity:     Stomp the Yard
Gold Answer:      [['Jeffrey Dean Morgan', 'Zoe Saldana']]
Predicted Ans:    Zoe Saldana
Predicted Path:   Stomp the Yard --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[starred_actors]--> Zoe Saldana
Path (Raw):       Stomp the Yard --[directed_by]--> Sylvain White --[(INV) directed_by]--> The Losers --[starred_actors]--> Zoe Saldana
Neg LogProb(↓):   0.618924
Path Entropy(↓):  0.692714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was ingmar bergman a writer on
Start Entity:     Ingmar Bergman
Gold Answer:      [['Faithless', 'Summer Interlude', 'Persona', 'The Magic Flute', 'After the Rehearsal', 'Crisis', 'Smiles of a Summer Night', 'Shame', 'Saraband', 'From the Life of the Marionettes', 'The Silence', 'The Passion of Anna', 'Port of Call', 'The Best Intentions', 'A Lesson in Love', 'Face to Face', 'Wild Strawberries', 'All These Women', 'Hour of the Wolf', 'Winter Light', 'Prison', 'The Seventh Seal', 'Fanny and Alexander', 'Autumn Sonata', 'The Magician', 'To Joy', 'Dreams', 'Private Confessions', "The Devil's Eye", 'Through a Glass Darkly', 'A Little Night Music', 'Torment']]
Predicted Ans:    Port of Call
Predicted Path:   Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Port of Call
Path (Raw):       Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Port of Call
Neg LogProb(↓):   2.935275
Path Entropy(↓):  4.694058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie child of god
Start Entity:     Child of God
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Child of God --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Child of God --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.122530
Path Entropy(↓):  4.510561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does d. l. hughley appear in
Start Entity:     D.L. Hughley
Gold Answer:      [['The Brothers', 'The Original Kings of Comedy']]
Predicted Ans:    The Original Kings of Comedy
Predicted Path:   D.L. Hughley --[(INV) starred_actors]--> The Original Kings of Comedy --[starred_actors]--> Bernie Mac --[(INV) starred_actors]--> The Original Kings of Comedy
Path (Raw):       D.L. Hughley --[(INV) starred_actors]--> The Original Kings of Comedy --[starred_actors]--> Bernie Mac --[(INV) starred_actors]--> The Original Kings of Comedy
Neg LogProb(↓):   0.462279
Path Entropy(↓):  1.103622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the adventures of priscilla, queen of the desert
Start Entity:     The Adventures of Priscilla, Queen of the Desert
Gold Answer:      [['Eye of the Beholder', 'Welcome to Woop Woop', 'Easy Virtue']]
Predicted Ans:    Easy Virtue
Predicted Path:   The Adventures of Priscilla, Queen of the Desert --[written_by]--> Stephan Elliott --[(INV) written_by]--> Easy Virtue
Path (Raw):       The Adventures of Priscilla, Queen of the Desert --[written_by]--> Stephan Elliott --[(INV) written_by]--> Easy Virtue --[No Operation]--> Easy Virtue
Neg LogProb(↓):   0.379670
Path Entropy(↓):  0.917494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in tension
Start Entity:     Tension
Gold Answer:      [['Audrey Totter', 'Richard Basehart', 'Barry Sullivan', 'Cyd Charisse']]
Predicted Ans:    Audrey Totter
Predicted Path:   Tension --[starred_actors]--> Audrey Totter --[(INV) starred_actors]--> The Set-Up --[starred_actors]--> Audrey Totter
Path (Raw):       Tension --[starred_actors]--> Audrey Totter --[(INV) starred_actors]--> The Set-Up --[starred_actors]--> Audrey Totter
Neg LogProb(↓):   0.554242
Path Entropy(↓):  0.795342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by joss whedon
Start Entity:     Joss Whedon
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Joss Whedon --[(INV) directed_by]--> Much Ado About Nothing --[has_genre]--> Comedy
Path (Raw):       Joss Whedon --[No Operation]--> Joss Whedon --[(INV) directed_by]--> Much Ado About Nothing --[has_genre]--> Comedy
Neg LogProb(↓):   0.710174
Path Entropy(↓):  0.792271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film miss congeniality
Start Entity:     Miss Congeniality
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Miss Congeniality --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Miss Congeniality --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.241991
Path Entropy(↓):  4.504156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the judge and the assassin
Start Entity:     The Judge and the Assassin
Gold Answer:      [['Bertrand Tavernier']]
Predicted Ans:    Bertrand Tavernier
Predicted Path:   The Judge and the Assassin --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[directed_by]--> Bertrand Tavernier
Path (Raw):       The Judge and the Assassin --[written_by]--> Bertrand Tavernier --[(INV) written_by]--> The Princess of Montpensier --[directed_by]--> Bertrand Tavernier
Neg LogProb(↓):   0.000622
Path Entropy(↓):  0.006212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the organization
Start Entity:     The Organization
Gold Answer:      [['Sheree North', 'Sidney Poitier', 'Barbara McNair']]
Predicted Ans:    Sidney Poitier
Predicted Path:   The Organization --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[starred_actors]--> Sidney Poitier
Path (Raw):       The Organization --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[starred_actors]--> Sidney Poitier
Neg LogProb(↓):   0.017430
Path Entropy(↓):  0.101348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of princess o'rourke
Start Entity:     Princess O'Rourke
Gold Answer:      [['My Geisha', "Let's Make Love", 'You and Me', 'Fury', 'The Devil and Miss Jones', 'Indiscreet', 'Bachelor Mother', 'The Big Hangover']]
Predicted Ans:    Fury
Predicted Path:   Princess O'Rourke --[written_by]--> Norman Krasna --[(INV) written_by]--> Fury
Path (Raw):       Princess O'Rourke --[No Operation]--> Princess O'Rourke --[written_by]--> Norman Krasna --[(INV) written_by]--> Fury
Neg LogProb(↓):   0.738882
Path Entropy(↓):  1.563791
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by robin hardy were released in which years
Start Entity:     Robin Hardy
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Robin Hardy --[(INV) written_by]--> The Wicker Tree --[release_year]--> 2011
Path (Raw):       Robin Hardy --[No Operation]--> Robin Hardy --[(INV) written_by]--> The Wicker Tree --[release_year]--> 2011
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of they live
Start Entity:     They Live
Gold Answer:      [['Mark Twain', 'Hell Comes to Frogtown', 'Men at Work', 'The Puppet Masters', 'The Legend of Sleepy Hollow', 'Pitch Black', 'Stepfather II', 'Dead Presidents', 'The Princess and the Frog', 'Agent Cody Banks']]
Predicted Ans:    Men at Work
Predicted Path:   They Live --[starred_actors]--> Keith David --[(INV) starred_actors]--> Men at Work
Path (Raw):       They Live --[starred_actors]--> Keith David --[No Operation]--> Keith David --[(INV) starred_actors]--> Men at Work
Neg LogProb(↓):   0.186993
Path Entropy(↓):  0.576330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie samurai reincarnation
Start Entity:     Samurai Reincarnation
Gold Answer:      [['1972', '1968', '2000']]
Predicted Ans:    1972
Predicted Path:   Samurai Reincarnation --[directed_by]--> Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[release_year]--> 1972
Path (Raw):       Samurai Reincarnation --[directed_by]--> Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[release_year]--> 1972
Neg LogProb(↓):   0.256281
Path Entropy(↓):  0.629685
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by charles marquis warren were released in which years
Start Entity:     Charles Marquis Warren
Gold Answer:      [['1953', '1956']]
Predicted Ans:    1953
Predicted Path:   Charles Marquis Warren --[(INV) directed_by]--> Arrowhead --[release_year]--> 1953
Path (Raw):       Charles Marquis Warren --[No Operation]--> Charles Marquis Warren --[(INV) directed_by]--> Arrowhead --[release_year]--> 1953
Neg LogProb(↓):   0.038397
Path Entropy(↓):  0.160470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie god's gun are directed by who
Start Entity:     God's Gun
Gold Answer:      [['David Miller', 'Richard Rich', 'Dan Curtis', 'Roger Corman', 'Greydon Clark', 'Eric Karson', 'Lewis Milestone', 'Sergio Leone', 'Michael Winner', 'Robert Aldrich', 'Terry Marcel', 'Charles Marquis Warren', 'Henry Levin', 'Giulio Petroni', 'Robert Iscove', 'Freddie Francis', 'Gianfranco Parolini', 'Elia Kazan']]
Predicted Ans:    Sergio Leone
Predicted Path:   God's Gun --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[directed_by]--> Sergio Leone
Path (Raw):       God's Gun --[starred_actors]--> Lee Van Cleef --[(INV) starred_actors]--> For a Few Dollars More --[directed_by]--> Sergio Leone
Neg LogProb(↓):   0.077804
Path Entropy(↓):  0.326068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david sheffield were released in which years
Start Entity:     David Sheffield
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   David Sheffield --[(INV) written_by]--> Boomerang --[release_year]--> 1992
Path (Raw):       David Sheffield --[No Operation]--> David Sheffield --[(INV) written_by]--> Boomerang --[release_year]--> 1992
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer han suyin
Start Entity:     Han Suyin
Gold Answer:      [['Jennifer Jones', 'William Holden']]
Predicted Ans:    William Holden
Predicted Path:   Han Suyin --[(INV) written_by]--> Love Is a Many-Splendored Thing --[starred_actors]--> William Holden
Path (Raw):       Han Suyin --[No Operation]--> Han Suyin --[(INV) written_by]--> Love Is a Many-Splendored Thing --[starred_actors]--> William Holden
Neg LogProb(↓):   0.001157
Path Entropy(↓):  0.009225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the oscar also starred in which films
Start Entity:     The Oscar
Gold Answer:      [['Ben-Hur', 'Home from the Hill', 'A Hole in the Head', 'Genghis Khan', 'Pride of the Marines', 'Escape from Fort Bravo', 'The Prisoner of Zenda', 'Sun Valley Serenade', 'The Woman in White', 'Fantastic Voyage', 'Between Two Worlds', 'Detective Story', 'Shalako', 'Interrupted Melody', 'The Prize', 'The Fall of the Roman Empire', "Billy Rose's Jumbo", 'The King and Four Queens', 'Caged', 'Madison Avenue', 'Above and Beyond', 'Lisa and the Devil', 'The Wrecking Crew', 'Chain Lightning', 'Escape Me Never', 'Always Leave Them Laughing', "It's a Mad, Mad, Mad, Mad World", 'Boy, Did I Get a Wrong Number!', 'The Man with the Golden Arm', 'A Millionaire for Christy', 'A Shot in the Dark', 'Scaramouche', 'The Best of Everything', 'The Naked Jungle']]
Predicted Ans:    Escape Me Never
Predicted Path:   The Oscar --[starred_actors]--> Eleanor Parker --[(INV) starred_actors]--> Escape Me Never
Path (Raw):       The Oscar --[starred_actors]--> Eleanor Parker --[No Operation]--> Eleanor Parker --[(INV) starred_actors]--> Escape Me Never
Neg LogProb(↓):   1.406661
Path Entropy(↓):  2.231846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film bugsy were released in which years
Start Entity:     Bugsy
Gold Answer:      [['2008', '1992', '2006', '1985', '1984', '1998', '2009', '2010', '2004', '1982', '1994', '1995', '2001', '1990', '1996', '2012', '1988', '2000', '1997', '1999', '1987']]
Predicted Ans:    2000
Predicted Path:   Bugsy --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Path (Raw):       Bugsy --[directed_by]--> Barry Levinson --[(INV) directed_by]--> An Everlasting Piece --[release_year]--> 2000
Neg LogProb(↓):   0.547868
Path Entropy(↓):  1.557017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films 2 days in the valley are written by who
Start Entity:     2 Days in the Valley
Gold Answer:      [['John Herzfeld', 'Don Winslow']]
Predicted Ans:    Don Winslow
Predicted Path:   2 Days in the Valley --[directed_by]--> John Herzfeld --[(INV) directed_by]--> The Death and Life of Bobby Z --[written_by]--> Don Winslow
Path (Raw):       2 Days in the Valley --[directed_by]--> John Herzfeld --[(INV) directed_by]--> The Death and Life of Bobby Z --[written_by]--> Don Winslow
Neg LogProb(↓):   0.636241
Path Entropy(↓):  0.726400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote hurry sundown
Start Entity:     Hurry Sundown
Gold Answer:      [['Gregory Peck', 'Burgess Meredith', 'Richard Bradford', 'Carlin Glynn', 'John Malkovich', 'Wilford Brimley', 'Robert Duvall', 'Lee Remick', 'Betty Field', 'Betty Buckley', 'Tess Harper', 'Geraldine Page', 'Lon Chaney Jr.', 'Gary Sinise', 'Ray Walston', 'Casey Siemaszko', 'Vanessa Williams', 'Steve McQueen', 'Cicely Tyson', 'John Heard', 'Charles Bickford']]
Predicted Ans:    Steve McQueen
Predicted Path:   Hurry Sundown --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[starred_actors]--> Steve McQueen
Path (Raw):       Hurry Sundown --[written_by]--> Horton Foote --[(INV) written_by]--> Baby the Rain Must Fall --[starred_actors]--> Steve McQueen
Neg LogProb(↓):   0.334456
Path Entropy(↓):  0.615886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of monique gabrielle
Start Entity:     Monique Gabrielle
Gold Answer:      [['Arsenio Hall', 'John Terlesky']]
Predicted Ans:    Monique Gabrielle
Predicted Path:   Monique Gabrielle --[(INV) starred_actors]--> Deathstalker II --[starred_actors]--> Monique Gabrielle
Path (Raw):       Monique Gabrielle --[No Operation]--> Monique Gabrielle --[(INV) starred_actors]--> Deathstalker II --[starred_actors]--> Monique Gabrielle
Neg LogProb(↓):   0.067635
Path Entropy(↓):  0.284611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by burt reynolds
Start Entity:     Burt Reynolds
Gold Answer:      [['Buzz Kulik', 'Michael Crichton', 'Tom Gries', 'François Truffaut', 'Peter Bogdanovich', 'Don Bluth', 'Blake Edwards', 'Richard Benjamin', 'Bill Forsyth', 'Andy Cadiff', 'Robert Aldrich', 'John Boorman', 'Colin Higgins', 'Stanley Donen', 'Joseph Sargent', 'Andrew Bergman', 'John G. Avildsen', 'Hal Needham', 'Jorge Torregrossa', 'Norman Jewison', 'David Steinberg', 'Sergio Corbucci', 'Richard A. Colla', 'Michael Dinner', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    François Truffaut
Predicted Path:   Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> François Truffaut
Path (Raw):       Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> François Truffaut
Neg LogProb(↓):   1.254227
Path Entropy(↓):  2.108979
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with eva in
Start Entity:     Eva
Gold Answer:      [['French', 'English', 'Italian', 'German', 'Zulu', 'Spanish']]
Predicted Ans:    German
Predicted Path:   Eva --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> The Train --[in_language]--> German
Path (Raw):       Eva --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> The Train --[in_language]--> German
Neg LogProb(↓):   0.582473
Path Entropy(↓):  1.421859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is brokedown palace in
Start Entity:     Brokedown Palace
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   Brokedown Palace --[in_language]--> Thai --[(INV) in_language]--> Raging Phoenix --[in_language]--> Thai
Path (Raw):       Brokedown Palace --[in_language]--> Thai --[(INV) in_language]--> Raging Phoenix --[in_language]--> Thai
Neg LogProb(↓):   0.236243
Path Entropy(↓):  0.724202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by deborah ann woll
Start Entity:     Deborah Ann Woll
Gold Answer:      [['Aaron Harvey']]
Predicted Ans:    Aaron Harvey
Predicted Path:   Deborah Ann Woll --[(INV) starred_actors]--> Catch .44 --[written_by]--> Aaron Harvey
Path (Raw):       Deborah Ann Woll --[No Operation]--> Deborah Ann Woll --[(INV) starred_actors]--> Catch .44 --[written_by]--> Aaron Harvey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie swing vote
Start Entity:     Swing Vote
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Swing Vote --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Swing Vote --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.704004
Path Entropy(↓):  5.184943
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the cardinal director release
Start Entity:     The Cardinal
Gold Answer:      [['1954', '1944', '1959', '1967', '1979', '1968', '1957', '1951', '1953', '1947', '1948', '1971', '1955', '1949', '1950', '1960', '1965', '1945', '1958']]
Predicted Ans:    1949
Predicted Path:   The Cardinal --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Path (Raw):       The Cardinal --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[release_year]--> 1949
Neg LogProb(↓):   1.504495
Path Entropy(↓):  2.665920
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed single white female
Start Entity:     Single White Female
Gold Answer:      [['Charles Lederer', 'Eleazar Lipsky', 'Fernando Vallejo', 'Ben Hecht', 'Charles Bukowski', 'Barbet Schroeder', 'Mimsy Farmer', 'Rosellen Brown']]
Predicted Ans:    Rosellen Brown
Predicted Path:   Single White Female --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[written_by]--> Rosellen Brown
Path (Raw):       Single White Female --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[written_by]--> Rosellen Brown
Neg LogProb(↓):   0.265231
Path Entropy(↓):  0.837429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film monte walsh were in which genres
Start Entity:     Monte Walsh
Gold Answer:      [['War', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Monte Walsh --[has_genre]--> Western
Path (Raw):       Monte Walsh --[written_by]--> Jack Schaefer --[(INV) written_by]--> Monte Walsh --[has_genre]--> Western
Neg LogProb(↓):   0.037379
Path Entropy(↓):  0.178735
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by robert gittler
Start Entity:     Robert Gittler
Gold Answer:      [['Don Stroud', 'Conrad Janis', 'Charles Martin Smith', 'Gary Busey']]
Predicted Ans:    Don Stroud
Predicted Path:   Robert Gittler --[(INV) written_by]--> The Buddy Holly Story --[starred_actors]--> Don Stroud
Path (Raw):       Robert Gittler --[No Operation]--> Robert Gittler --[(INV) written_by]--> The Buddy Holly Story --[starred_actors]--> Don Stroud
Neg LogProb(↓):   0.001082
Path Entropy(↓):  0.009326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of chicago 10
Start Entity:     Chicago 10
Gold Answer:      [['2012', '2002']]
Predicted Ans:    2007
Predicted Path:   Chicago 10 --[directed_by]--> Brett Morgen --[(INV) directed_by]--> Chicago 10 --[release_year]--> 2007
Path (Raw):       Chicago 10 --[directed_by]--> Brett Morgen --[(INV) directed_by]--> Chicago 10 --[release_year]--> 2007
Neg LogProb(↓):   0.674459
Path Entropy(↓):  0.985483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by nicky katt
Start Entity:     Nicky Katt
Gold Answer:      [['Ben Younger']]
Predicted Ans:    Ben Younger
Predicted Path:   Nicky Katt --[(INV) starred_actors]--> Boiler Room --[directed_by]--> Ben Younger
Path (Raw):       Nicky Katt --[No Operation]--> Nicky Katt --[(INV) starred_actors]--> Boiler Room --[directed_by]--> Ben Younger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film excalibur
Start Entity:     Excalibur
Gold Answer:      [['Stephen Frears', 'Peter Hyams', 'John Boulting', 'Lasse Hallström', 'Taylor Hackford', 'Krzysztof Krauze', 'Michael Hoffman', 'Steve Gordon', 'John Madden', 'David Mamet', 'Just Jaeckin', 'Lee Daniels', 'Henry Jaglom', 'Kevin Williamson', 'Sacha Gervasi', 'Michael Powell', 'Charles Sturridge', 'Peter Weir', 'Kevin Macdonald', 'Christopher Menaul', 'Paul Schrader', 'Sidney Lumet', 'Anthony B. Richmond', 'Jason Winer', 'Assaf Bernstein', 'Terry George', 'Kevin Bacon', 'Nigel Cole']]
Predicted Ans:    Terry George
Predicted Path:   Excalibur --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> Some Mother's Son --[directed_by]--> Terry George
Path (Raw):       Excalibur --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> Some Mother's Son --[directed_by]--> Terry George
Neg LogProb(↓):   1.301591
Path Entropy(↓):  1.985872
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by michael tiddes
Start Entity:     Michael Tiddes
Gold Answer:      [['Marlon Wayans']]
Predicted Ans:    Marlon Wayans
Predicted Path:   Michael Tiddes --[(INV) directed_by]--> A Haunted House 2 --[written_by]--> Marlon Wayans
Path (Raw):       Michael Tiddes --[No Operation]--> Michael Tiddes --[(INV) directed_by]--> A Haunted House 2 --[written_by]--> Marlon Wayans
Neg LogProb(↓):   0.011871
Path Entropy(↓):  0.064123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of monsieur batignole also starred in which movies
Start Entity:     Monsieur Batignole
Gold Answer:      [['The Chorus']]
Predicted Ans:    The Chorus
Predicted Path:   Monsieur Batignole --[starred_actors]--> Gérard Jugnot --[(INV) starred_actors]--> The Chorus
Path (Raw):       Monsieur Batignole --[starred_actors]--> Gérard Jugnot --[No Operation]--> Gérard Jugnot --[(INV) starred_actors]--> The Chorus
Neg LogProb(↓):   0.002487
Path Entropy(↓):  0.018713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by clarence upson young in
Start Entity:     Clarence Upson Young
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   Clarence Upson Young --[(INV) written_by]--> Albuquerque --[has_genre]--> Western
Path (Raw):       Clarence Upson Young --[No Operation]--> Clarence Upson Young --[(INV) written_by]--> Albuquerque --[has_genre]--> Western
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie the edukators released
Start Entity:     The Edukators
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   The Edukators --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       The Edukators --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   2.537076
Path Entropy(↓):  4.674844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by trevor morgan
Start Entity:     Trevor Morgan
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Trevor Morgan --[(INV) starred_actors]--> Brotherhood --[in_language]--> Danish
Path (Raw):       Trevor Morgan --[No Operation]--> Trevor Morgan --[(INV) starred_actors]--> Brotherhood --[in_language]--> Danish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote crimson gold
Start Entity:     Crimson Gold
Gold Answer:      [['Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Crimson Gold --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[written_by]--> Abbas Kiarostami
Path (Raw):       Crimson Gold --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Like Someone in Love --[written_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.703465
Path Entropy(↓):  0.803397
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by george lazenby released
Start Entity:     George Lazenby
Gold Answer:      [['1986', '1969']]
Predicted Ans:    1969
Predicted Path:   George Lazenby --[(INV) starred_actors]--> On Her Majesty's Secret Service --[release_year]--> 1969
Path (Raw):       George Lazenby --[No Operation]--> George Lazenby --[(INV) starred_actors]--> On Her Majesty's Secret Service --[release_year]--> 1969
Neg LogProb(↓):   0.016780
Path Entropy(↓):  0.084658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie movie crazy
Start Entity:     Movie Crazy
Gold Answer:      [['Ted Wilde', 'Harold Lloyd', 'Elliott Nugent', 'Sam Taylor', 'Fred C. Newmeyer', 'Andrew Bergman', 'Leo McCarey', 'Luis Buñuel', 'Preston Sturges']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Movie Crazy --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Movie Crazy --[starred_actors]--> Harold Lloyd --[(INV) starred_actors]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.397033
Path Entropy(↓):  0.895824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the cabin in the cotton were in which languages
Start Entity:     The Cabin in the Cotton
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    French
Predicted Path:   The Cabin in the Cotton --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       The Cabin in the Cotton --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.216916
Path Entropy(↓):  0.556432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does courtney love appear in
Start Entity:     Courtney Love
Gold Answer:      [['Straight to Hell', 'Julie Johnson', 'The People vs. Larry Flynt', 'Trapped']]
Predicted Ans:    Lost and Delirious
Predicted Path:   Courtney Love --[(INV) starred_actors]--> Julie Johnson --[starred_actors]--> Mischa Barton --[(INV) starred_actors]--> Lost and Delirious
Path (Raw):       Courtney Love --[(INV) starred_actors]--> Julie Johnson --[starred_actors]--> Mischa Barton --[(INV) starred_actors]--> Lost and Delirious
Neg LogProb(↓):   0.709163
Path Entropy(↓):  1.963813
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of nomads
Start Entity:     Nomads
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Nomads --[release_year]--> 1986 --[(INV) release_year]--> Otello --[release_year]--> 1986
Path (Raw):       Nomads --[release_year]--> 1986 --[(INV) release_year]--> Otello --[release_year]--> 1986
Neg LogProb(↓):   3.133797
Path Entropy(↓):  4.428089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed college
Start Entity:     College
Gold Answer:      [['Deb Hagan']]
Predicted Ans:    James W. Horne
Predicted Path:   College --[directed_by]--> James W. Horne --[(INV) directed_by]--> Way Out West --[directed_by]--> James W. Horne
Path (Raw):       College --[directed_by]--> James W. Horne --[(INV) directed_by]--> Way Out West --[directed_by]--> James W. Horne
Neg LogProb(↓):   0.984666
Path Entropy(↓):  0.684216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film for colored girls
Start Entity:     For Colored Girls
Gold Answer:      [['2009', '2008', '2005', '2010', '2006', '2014', '2012', '2011', '2007']]
Predicted Ans:    2010
Predicted Path:   For Colored Girls --[written_by]--> Ntozake Shange --[(INV) written_by]--> For Colored Girls --[release_year]--> 2010
Path (Raw):       For Colored Girls --[written_by]--> Ntozake Shange --[(INV) written_by]--> For Colored Girls --[release_year]--> 2010
Neg LogProb(↓):   1.077303
Path Entropy(↓):  0.643743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of norah lofts written films
Start Entity:     Norah Lofts
Gold Answer:      [['Cyril Frankel', 'John Ford', 'Nicolas Roeg']]
Predicted Ans:    Nicolas Roeg
Predicted Path:   Norah Lofts --[(INV) written_by]--> The Witches --[directed_by]--> Nicolas Roeg
Path (Raw):       Norah Lofts --[No Operation]--> Norah Lofts --[(INV) written_by]--> The Witches --[directed_by]--> Nicolas Roeg
Neg LogProb(↓):   0.092969
Path Entropy(↓):  0.324826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the con
Start Entity:     The Con
Gold Answer:      [['Richard Thorpe', 'Stephen Frears', 'William H. Macy', 'Steven Schachter', 'Harvey Kahn']]
Predicted Ans:    Harvey Kahn
Predicted Path:   The Con --[written_by]--> William H. Macy --[(INV) written_by]--> The Deal --[directed_by]--> Harvey Kahn
Path (Raw):       The Con --[written_by]--> William H. Macy --[(INV) written_by]--> The Deal --[directed_by]--> Harvey Kahn
Neg LogProb(↓):   0.465488
Path Entropy(↓):  1.119726
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by hi, mom! actors
Start Entity:     Hi, Mom!
Gold Answer:      [['J. Lee Thompson', 'Jon Avnet', 'Tom Dey', 'Brian De Palma', 'John Polson', 'Michael Mann', 'James Mangold', 'Kirk Jones', 'Robert De Niro', 'Roland Joffé', 'David O. Russell', 'Jerry Zaks', 'Martin Scorsese', 'Luc Besson', 'Tony Scott', 'Barry Levinson', 'Ron Howard', 'Kenneth Branagh', 'Giuseppe Tornatore', 'Ethan Maniquis', 'Jon Turteltaub', 'Penny Marshall', 'John Frankenheimer', 'Neil Burger', 'Michael Curtiz', 'Jules Dassin', 'Ettore Scola', 'Alan Parker', 'John Curran', 'Terry Gilliam', 'Michael Cimino', 'Jay Roach', 'Bernardo Bertolucci', 'Joel Schumacher', 'Neil Jordan', 'Sergio Leone', 'John D. Hancock', 'Rodrigo Cortés', 'Justin Zackham', 'Ulu Grosbard', 'Harold Ramis', 'Mark Steven Johnson', 'Johnnie To', 'Cédric Kahn', 'Martin Brest', 'John McNaughton', 'Peter Segal', 'Frank Oz', 'Robert Rodriguez', 'Paul Morrissey', 'Michael Radford', 'Irwin Winkler', 'David Grovic', 'Paul Weitz', 'Gary McKendry', 'Elia Kazan']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Hi, Mom! --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Path (Raw):       Hi, Mom! --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.808616
Path Entropy(↓):  2.082947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by robert francis were in which genres
Start Entity:     Robert Francis
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Robert Francis --[(INV) starred_actors]--> The Long Gray Line --[has_genre]--> Drama
Path (Raw):       Robert Francis --[No Operation]--> Robert Francis --[(INV) starred_actors]--> The Long Gray Line --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the war game are written by who
Start Entity:     The War Game
Gold Answer:      [['Johnny Speight', 'Peter Watkins', 'Norman Bogner']]
Predicted Ans:    Peter Watkins
Predicted Path:   The War Game --[directed_by]--> Peter Watkins --[(INV) directed_by]--> Edvard Munch --[written_by]--> Peter Watkins
Path (Raw):       The War Game --[directed_by]--> Peter Watkins --[(INV) directed_by]--> Edvard Munch --[written_by]--> Peter Watkins
Neg LogProb(↓):   0.217304
Path Entropy(↓):  0.505272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie cronos starred who
Start Entity:     Cronos
Gold Answer:      [['Ron Perlman', 'Federico Luppi']]
Predicted Ans:    Ron Perlman
Predicted Path:   Cronos --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Path (Raw):       Cronos --[starred_actors]--> Ron Perlman --[(INV) starred_actors]--> The City of Lost Children --[starred_actors]--> Ron Perlman
Neg LogProb(↓):   0.442027
Path Entropy(↓):  0.723105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor alfred marks co - starred with who
Start Entity:     Alfred Marks
Gold Answer:      [['John Gregson', 'Herbert Lom', 'Sean Connery']]
Predicted Ans:    Sean Connery
Predicted Path:   Alfred Marks --[(INV) starred_actors]--> The Frightened City --[starred_actors]--> Sean Connery
Path (Raw):       Alfred Marks --[No Operation]--> Alfred Marks --[(INV) starred_actors]--> The Frightened City --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.000061
Path Entropy(↓):  0.000675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed patriot games
Start Entity:     Patriot Games
Gold Answer:      [['1978', '1997', '1989', '1993', '2010', '2006', '1999', '1994', '2002', '2014', '1958', '2013']]
Predicted Ans:    2010
Predicted Path:   Patriot Games --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[release_year]--> 2010
Path (Raw):       Patriot Games --[directed_by]--> Phillip Noyce --[(INV) directed_by]--> Salt --[release_year]--> 2010
Neg LogProb(↓):   0.707484
Path Entropy(↓):  1.519515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by huck botko
Start Entity:     Huck Botko
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Huck Botko --[(INV) written_by]--> The Virginity Hit --[has_genre]--> Comedy
Path (Raw):       Huck Botko --[No Operation]--> Huck Botko --[(INV) written_by]--> The Virginity Hit --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of hilary and jackie
Start Entity:     Hilary and Jackie
Gold Answer:      [['Frank Cottrell Boyce', 'Hilary du Pré']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   Hilary and Jackie --[written_by]--> Frank Cottrell Boyce --[(INV) written_by]--> Butterfly Kiss --[written_by]--> Michael Winterbottom
Path (Raw):       Hilary and Jackie --[written_by]--> Frank Cottrell Boyce --[(INV) written_by]--> Butterfly Kiss --[written_by]--> Michael Winterbottom
Neg LogProb(↓):   0.750617
Path Entropy(↓):  1.420193
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genre of film is alice's restaurant
Start Entity:     Alice's Restaurant
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alice's Restaurant --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Alice's Restaurant --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.558666
Path Entropy(↓):  4.448265
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie easy come, easy go starred who
Start Entity:     Easy Come, Easy Go
Gold Answer:      [['Pat Priest', 'Dodie Marshall', 'Elvis Presley']]
Predicted Ans:    Elvis Presley
Predicted Path:   Easy Come, Easy Go --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[starred_actors]--> Elvis Presley
Path (Raw):       Easy Come, Easy Go --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[starred_actors]--> Elvis Presley
Neg LogProb(↓):   1.126137
Path Entropy(↓):  1.119510
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by jerzy kawalerowicz
Start Entity:     Jerzy Kawalerowicz
Gold Answer:      [['1961', '1959', '2009']]
Predicted Ans:    1961
Predicted Path:   Jerzy Kawalerowicz --[(INV) directed_by]--> Mother Joan of the Angels --[release_year]--> 1961
Path (Raw):       Jerzy Kawalerowicz --[No Operation]--> Jerzy Kawalerowicz --[(INV) directed_by]--> Mother Joan of the Angels --[release_year]--> 1961
Neg LogProb(↓):   0.781827
Path Entropy(↓):  1.188164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of maborosi also starred in which films
Start Entity:     Maborosi
Gold Answer:      [['Tokyo Zombie', 'Invisible Waves', 'Pistol Opera', 'Survive Style 5+', 'Electric Dragon 80.000 V', 'Redline', 'Vital', 'Bright Future', 'Last Life in the Universe']]
Predicted Ans:    Tadanobu Asano
Predicted Path:   Maborosi --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Path (Raw):       Maborosi --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Bright Future --[starred_actors]--> Tadanobu Asano
Neg LogProb(↓):   0.596071
Path Entropy(↓):  0.965164
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by glenn jacobs
Start Entity:     Glenn Jacobs
Gold Answer:      [['Dan Madigan']]
Predicted Ans:    Dan Madigan
Predicted Path:   Glenn Jacobs --[(INV) starred_actors]--> See No Evil --[written_by]--> Dan Madigan
Path (Raw):       Glenn Jacobs --[No Operation]--> Glenn Jacobs --[(INV) starred_actors]--> See No Evil --[written_by]--> Dan Madigan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with scent of a woman in
Start Entity:     Scent of a Woman
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Scent of a Woman --[directed_by]--> Dino Risi --[(INV) directed_by]--> Scent of a Woman --[in_language]--> Italian
Path (Raw):       Scent of a Woman --[directed_by]--> Dino Risi --[(INV) directed_by]--> Scent of a Woman --[in_language]--> Italian
Neg LogProb(↓):   0.358852
Path Entropy(↓):  0.828409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by eugene levy were released in which years
Start Entity:     Eugene Levy
Gold Answer:      [['2006', '2003']]
Predicted Ans:    2006
Predicted Path:   Eugene Levy --[(INV) written_by]--> For Your Consideration --[release_year]--> 2006
Path (Raw):       Eugene Levy --[No Operation]--> Eugene Levy --[(INV) written_by]--> For Your Consideration --[release_year]--> 2006
Neg LogProb(↓):   0.028944
Path Entropy(↓):  0.129718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie darkness
Start Entity:     Darkness
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Darkness --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Path (Raw):       Darkness --[release_year]--> 2002 --[(INV) release_year]--> The Guys --[release_year]--> 2002
Neg LogProb(↓):   2.680370
Path Entropy(↓):  4.151991
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by david mackay were written by who
Start Entity:     David Mackay
Gold Answer:      [['Betsy Morris']]
Predicted Ans:    David Mackay
Predicted Path:   David Mackay --[(INV) directed_by]--> Ace of Hearts --[directed_by]--> David Mackay
Path (Raw):       David Mackay --[No Operation]--> David Mackay --[(INV) directed_by]--> Ace of Hearts --[directed_by]--> David Mackay
Neg LogProb(↓):   0.379658
Path Entropy(↓):  0.623988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor vera miles acted together with who
Start Entity:     Vera Miles
Gold Answer:      [['Fred MacMurray', 'Henry Fonda', 'Van Johnson', 'Susan Hayward', 'James Stewart', 'John Gavin', 'Anthony Perkins', 'Robert Loggia', 'Jim Hutton', 'Eric Shea', 'Pat Hingle', 'Charles Ruggles', 'James Garner', 'Lee Marvin', 'Clu Gulager', 'Lillian Gish', 'Robert Culp', 'John Wayne', 'Daphne Zuniga', 'Janet Leigh', 'Meg Tilly', 'Charles Boyer', 'Margaret Sullavan', 'Katharine Ross']]
Predicted Ans:    Vera Miles
Predicted Path:   Vera Miles --[(INV) starred_actors]--> Psycho --[starred_actors]--> Vera Miles
Path (Raw):       Vera Miles --[No Operation]--> Vera Miles --[(INV) starred_actors]--> Psycho --[starred_actors]--> Vera Miles
Neg LogProb(↓):   0.064748
Path Entropy(↓):  0.336407
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are film co - writers of richard lagravenese
Start Entity:     Richard LaGravenese
Gold Answer:      [['Sara Gruen', 'Kami Garcia', 'Margaret Stohl', 'Franz Lidz', 'Cecelia Ahern', 'Steven Rogers', 'Scott Thorson', 'Gérard Oury', 'André Cayatte', 'Robert James Waller']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[written_by]--> Richard LaGravenese
Path (Raw):       Richard LaGravenese --[No Operation]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[written_by]--> Richard LaGravenese
Neg LogProb(↓):   0.346913
Path Entropy(↓):  0.606514
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred films for the screenwriter of ernest in the army
Start Entity:     Ernest in the Army
Gold Answer:      [['Jim Varney', 'Iron Eyes Cody']]
Predicted Ans:    Jim Varney
Predicted Path:   Ernest in the Army --[written_by]--> John R. Cherry III --[(INV) written_by]--> Slam Dunk Ernest --[starred_actors]--> Jim Varney
Path (Raw):       Ernest in the Army --[written_by]--> John R. Cherry III --[(INV) written_by]--> Slam Dunk Ernest --[starred_actors]--> Jim Varney
Neg LogProb(↓):   0.170769
Path Entropy(↓):  0.563397
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie stage fright were released in which years
Start Entity:     Stage Fright
Gold Answer:      [['1946', '1954', '1944', '2008', '1959', '1993', '1936', '1935', '1979', '1941', '1998', '1963', '1939', '2009', '1951', '1953', '1947', '2014', '1932', '1956', '1931', '1943', '1976', '1948', '1972', '1942', '1940', '1938', '1955', '1934', '1964', '1949', '1966', '1960', '1925', '1929', '1927', '1945', '1969', '1928', '1958', '1930']]
Predicted Ans:    1966
Predicted Path:   Stage Fright --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       Stage Fright --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   1.887943
Path Entropy(↓):  2.838269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by matthew sand
Start Entity:     Matthew Sand
Gold Answer:      [['James McTeigue']]
Predicted Ans:    James McTeigue
Predicted Path:   Matthew Sand --[(INV) written_by]--> Ninja Assassin --[directed_by]--> James McTeigue
Path (Raw):       Matthew Sand --[No Operation]--> Matthew Sand --[(INV) written_by]--> Ninja Assassin --[directed_by]--> James McTeigue
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with oleanna
Start Entity:     Oleanna
Gold Answer:      [['Hoffa', 'Heist', 'Redbelt', 'Ronin', 'Homicide', 'Glengarry Glen Ross', 'Phil Spector', 'Lakeboat', 'Edmond', 'The Winslow Boy', 'Things Change', 'State and Main', 'Vanya on 42nd Street', 'The Untouchables', 'Spartan', 'The Spanish Prisoner', 'The Postman Always Rings Twice', 'American Buffalo', 'House of Games', 'The Verdict', 'About Last Night', 'Wag the Dog']]
Predicted Ans:    The Winslow Boy
Predicted Path:   Oleanna --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy
Path (Raw):       Oleanna --[written_by]--> David Mamet --[(INV) written_by]--> The Winslow Boy --[No Operation]--> The Winslow Boy
Neg LogProb(↓):   0.507661
Path Entropy(↓):  1.270537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Flirting with disaster is a film written by this person
Start Entity:     Flirting with Disaster
Gold Answer:      [['David O. Russell']]
Predicted Ans:    David O. Russell
Predicted Path:   Flirting with Disaster --[written_by]--> David O. Russell --[(INV) written_by]--> Flirting with Disaster --[written_by]--> David O. Russell
Path (Raw):       Flirting with Disaster --[written_by]--> David O. Russell --[(INV) written_by]--> Flirting with Disaster --[written_by]--> David O. Russell
Neg LogProb(↓):   0.271253
Path Entropy(↓):  0.722876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of post mortem
Start Entity:     Post Mortem
Gold Answer:      [['Pablo Larraín']]
Predicted Ans:    Pablo Larraín
Predicted Path:   Post Mortem --[written_by]--> Pablo Larraín --[(INV) written_by]--> Post Mortem --[written_by]--> Pablo Larraín
Path (Raw):       Post Mortem --[written_by]--> Pablo Larraín --[(INV) written_by]--> Post Mortem --[written_by]--> Pablo Larraín
Neg LogProb(↓):   0.106288
Path Entropy(↓):  0.326912
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with cemetery junction
Start Entity:     Cemetery Junction
Gold Answer:      [['The Invention of Lying']]
Predicted Ans:    The Invention of Lying
Predicted Path:   Cemetery Junction --[written_by]--> Ricky Gervais --[(INV) written_by]--> The Invention of Lying
Path (Raw):       Cemetery Junction --[written_by]--> Ricky Gervais --[(INV) written_by]--> The Invention of Lying --[No Operation]--> The Invention of Lying
Neg LogProb(↓):   0.036986
Path Entropy(↓):  0.159935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in night of the living dead
Start Entity:     Night of the Living Dead
Gold Answer:      [['Karl Hardman', "Judith O'Dea", 'Duane Jones']]
Predicted Ans:    Judith O'Dea
Predicted Path:   Night of the Living Dead --[starred_actors]--> Judith O'Dea --[(INV) starred_actors]--> Night of the Living Dead --[starred_actors]--> Judith O'Dea
Path (Raw):       Night of the Living Dead --[starred_actors]--> Judith O'Dea --[(INV) starred_actors]--> Night of the Living Dead --[starred_actors]--> Judith O'Dea
Neg LogProb(↓):   0.042754
Path Entropy(↓):  0.198245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was howard harris the writer of
Start Entity:     Howard Harris
Gold Answer:      [['Higher and Higher']]
Predicted Ans:    Higher and Higher
Predicted Path:   Howard Harris --[(INV) written_by]--> Higher and Higher --[written_by]--> Gladys Hurlbut --[(INV) written_by]--> Higher and Higher
Path (Raw):       Howard Harris --[(INV) written_by]--> Higher and Higher --[written_by]--> Gladys Hurlbut --[(INV) written_by]--> Higher and Higher
Neg LogProb(↓):   0.059518
Path Entropy(↓):  0.259386
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jake johnson
Start Entity:     Jake Johnson
Gold Answer:      [['Joe Swanberg', 'Jenée LaMarque', 'Luke Greenfield', 'Nicholas Thomas']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Jake Johnson --[(INV) starred_actors]--> Drinking Buddies --[written_by]--> Joe Swanberg
Path (Raw):       Jake Johnson --[No Operation]--> Jake Johnson --[(INV) starred_actors]--> Drinking Buddies --[written_by]--> Joe Swanberg
Neg LogProb(↓):   0.180014
Path Entropy(↓):  0.528932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the sheik
Start Entity:     The Sheik
Gold Answer:      [['1926']]
Predicted Ans:    1926
Predicted Path:   The Sheik --[written_by]--> Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[release_year]--> 1926
Path (Raw):       The Sheik --[written_by]--> Edith Maude Hull --[(INV) written_by]--> The Son of the Sheik --[release_year]--> 1926
Neg LogProb(↓):   0.283142
Path Entropy(↓):  0.581825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of bad medicine
Start Entity:     Bad Medicine
Gold Answer:      [['Bonnie Hunt', 'Lily Tomlin', 'Dan Aykroyd', 'Jack Lemmon']]
Predicted Ans:    Julie Hagerty
Predicted Path:   Bad Medicine --[directed_by]--> Harvey Miller --[(INV) directed_by]--> Bad Medicine --[starred_actors]--> Julie Hagerty
Path (Raw):       Bad Medicine --[directed_by]--> Harvey Miller --[(INV) directed_by]--> Bad Medicine --[starred_actors]--> Julie Hagerty
Neg LogProb(↓):   0.790275
Path Entropy(↓):  1.053182
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by eugene l. eubank
Start Entity:     Eugene L. Eubank
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Eugene L. Eubank --[(INV) starred_actors]--> Bombardier --[has_genre]--> Drama
Path (Raw):       Eugene L. Eubank --[No Operation]--> Eugene L. Eubank --[(INV) starred_actors]--> Bombardier --[has_genre]--> Drama
Neg LogProb(↓):   0.005079
Path Entropy(↓):  0.031829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie stolen kisses in a few words
Start Entity:     Stolen Kisses
Gold Answer:      [['françois truffaut']]
Predicted Ans:    françois truffaut
Predicted Path:   Stolen Kisses --[has_tags]--> françois truffaut --[(INV) has_tags]--> The Last Metro --[has_tags]--> françois truffaut
Path (Raw):       Stolen Kisses --[has_tags]--> françois truffaut --[(INV) has_tags]--> The Last Metro --[has_tags]--> françois truffaut
Neg LogProb(↓):   0.126617
Path Entropy(↓):  0.367558
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by daryl duke release
Start Entity:     Daryl Duke
Gold Answer:      [['1986', '1976', '1973', '1978']]
Predicted Ans:    1978
Predicted Path:   Daryl Duke --[(INV) directed_by]--> The Silent Partner --[release_year]--> 1978
Path (Raw):       Daryl Duke --[No Operation]--> Daryl Duke --[(INV) directed_by]--> The Silent Partner --[release_year]--> 1978
Neg LogProb(↓):   0.113087
Path Entropy(↓):  0.453782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the watcher in the woods
Start Entity:     The Watcher in the Woods
Gold Answer:      [['1946', '2008', '1944', '1959', '1936', '1935', '1941', '1968', '1939', '1933', '1951', '2014', '1932', '1956', '1943', '1972', '1940', '1938', '1942', '1937', '2012', '1961', '1955', '1962', '1934', '1978', '1964', '1949', '1950', '1929', '1965', '1945', '1987', '1986', '1952', '1958']]
Predicted Ans:    1944
Predicted Path:   The Watcher in the Woods --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Mr. Skeffington --[release_year]--> 1944
Path (Raw):       The Watcher in the Woods --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Mr. Skeffington --[release_year]--> 1944
Neg LogProb(↓):   2.158052
Path Entropy(↓):  2.899520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor albert remy appeared in the same movie with who
Start Entity:     Albert Rémy
Gold Answer:      [['Claire Maurier']]
Predicted Ans:    Albert Rémy
Predicted Path:   Albert Rémy --[(INV) starred_actors]--> The 400 Blows --[starred_actors]--> Albert Rémy
Path (Raw):       Albert Rémy --[No Operation]--> Albert Rémy --[(INV) starred_actors]--> The 400 Blows --[starred_actors]--> Albert Rémy
Neg LogProb(↓):   0.002372
Path Entropy(↓):  0.016713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie bride of re - animator are written by who
Start Entity:     Bride of Re-Animator
Gold Answer:      [['Woody Keith', 'Stuart Gordon', 'Rick Fry', 'Dennis Paoli']]
Predicted Ans:    Stuart Gordon
Predicted Path:   Bride of Re-Animator --[directed_by]--> Brian Yuzna --[(INV) directed_by]--> The Dentist --[written_by]--> Stuart Gordon
Path (Raw):       Bride of Re-Animator --[directed_by]--> Brian Yuzna --[(INV) directed_by]--> The Dentist --[written_by]--> Stuart Gordon
Neg LogProb(↓):   0.490427
Path Entropy(↓):  0.957427
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote permanent vacation
Start Entity:     Permanent Vacation
Gold Answer:      [['1995', '2009', '2003', '2005', '1989', '1991', '1986', '1984', '2013']]
Predicted Ans:    1980
Predicted Path:   Permanent Vacation --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Path (Raw):       Permanent Vacation --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Neg LogProb(↓):   0.462292
Path Entropy(↓):  1.253068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by the total recall director release
Start Entity:     Total Recall
Gold Answer:      [['1995', '1980', '2000', '1997', '2007', '2003', '1992', '1996', '1973', '2006', '1927', '2014', '1987', '1977']]
Predicted Ans:    2006
Predicted Path:   Total Recall --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Black Book --[release_year]--> 2006
Path (Raw):       Total Recall --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Black Book --[release_year]--> 2006
Neg LogProb(↓):   1.606413
Path Entropy(↓):  2.222889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in swing vote
Start Entity:     Swing Vote
Gold Answer:      [['Kevin Costner', 'Kelsey Grammer', 'Paula Patton', 'Madeline Carroll']]
Predicted Ans:    Paula Patton
Predicted Path:   Swing Vote --[starred_actors]--> Paula Patton --[(INV) starred_actors]--> Baggage Claim --[starred_actors]--> Paula Patton
Path (Raw):       Swing Vote --[starred_actors]--> Paula Patton --[(INV) starred_actors]--> Baggage Claim --[starred_actors]--> Paula Patton
Neg LogProb(↓):   0.142744
Path Entropy(↓):  0.539864
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did b. cole write
Start Entity:     B. Cole
Gold Answer:      [['A Get2Gether']]
Predicted Ans:    A Get2Gether
Predicted Path:   B. Cole --[(INV) written_by]--> A Get2Gether --[written_by]--> B. Cole --[(INV) written_by]--> A Get2Gether
Path (Raw):       B. Cole --[(INV) written_by]--> A Get2Gether --[written_by]--> B. Cole --[(INV) written_by]--> A Get2Gether
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the two of us
Start Entity:     The Two of Us
Gold Answer:      [['Claude Berri']]
Predicted Ans:    Claude Berri
Predicted Path:   The Two of Us --[written_by]--> Claude Berri --[(INV) written_by]--> Uranus --[written_by]--> Claude Berri
Path (Raw):       The Two of Us --[written_by]--> Claude Berri --[(INV) written_by]--> Uranus --[written_by]--> Claude Berri
Neg LogProb(↓):   0.105419
Path Entropy(↓):  0.399784
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by yash chopra
Start Entity:     Yash Chopra
Gold Answer:      [['Aditya Chopra']]
Predicted Ans:    Aditya Chopra
Predicted Path:   Yash Chopra --[(INV) directed_by]--> Veer-Zaara --[written_by]--> Aditya Chopra
Path (Raw):       Yash Chopra --[No Operation]--> Yash Chopra --[(INV) directed_by]--> Veer-Zaara --[written_by]--> Aditya Chopra
Neg LogProb(↓):   0.027956
Path Entropy(↓):  0.140157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film space cowboys
Start Entity:     Space Cowboys
Gold Answer:      [['tommy lee jones', 'donald sutherland', 'space', 'clint eastwood', 'james garner']]
Predicted Ans:    james garner
Predicted Path:   Space Cowboys --[has_tags]--> james garner --[(INV) has_tags]--> The Notebook --[has_tags]--> james garner
Path (Raw):       Space Cowboys --[has_tags]--> james garner --[(INV) has_tags]--> The Notebook --[has_tags]--> james garner
Neg LogProb(↓):   0.000603
Path Entropy(↓):  0.005493
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie go west
Start Entity:     Go West
Gold Answer:      [['1998', '1963', '1948', '1944', '1923', '1921', '1920', '2014', '1926', '1981', '1922']]
Predicted Ans:    1922
Predicted Path:   Go West --[written_by]--> Buster Keaton --[(INV) written_by]--> My Wife's Relations --[release_year]--> 1922
Path (Raw):       Go West --[written_by]--> Buster Keaton --[(INV) written_by]--> My Wife's Relations --[release_year]--> 1922
Neg LogProb(↓):   1.620464
Path Entropy(↓):  2.182080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the inhale director
Start Entity:     Inhale
Gold Answer:      [['Baltasar Kormákur', 'Peter Benchley', 'Arnaldur Indriðason', 'Hallgrímur Helgason']]
Predicted Ans:    Peter Benchley
Predicted Path:   Inhale --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep --[written_by]--> Peter Benchley
Path (Raw):       Inhale --[directed_by]--> Baltasar Kormákur --[(INV) directed_by]--> The Deep --[written_by]--> Peter Benchley
Neg LogProb(↓):   0.184433
Path Entropy(↓):  0.472063
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the invisible man returns
Start Entity:     The Invisible Man Returns
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '2006', '1985', '1935', '1941', '1974', '1968', '1963', '1939', '1933', '2009', '1951', '2004', '1982', '1973', '1953', '1947', '1956', '1995', '1948', '1972', '1971', '1990', '1942', '1940', '1937', '1926', '2012', '1955', '1962', '1964', '1949', '1966', '1950', '1960', '2005', '1965', '1927', '1999', '1945', '1987', '1969', '1952']]
Predicted Ans:    1985
Predicted Path:   The Invisible Man Returns --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Path (Raw):       The Invisible Man Returns --[starred_actors]--> Cedric Hardwicke --[(INV) starred_actors]--> King Solomon's Mines --[release_year]--> 1985
Neg LogProb(↓):   1.667898
Path Entropy(↓):  2.900159
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote the field
Start Entity:     The Field
Gold Answer:      [['Jim Sheridan', 'Terry George', 'Mike Newell']]
Predicted Ans:    Jim Sheridan
Predicted Path:   The Field --[written_by]--> Jim Sheridan --[(INV) written_by]--> The Field --[directed_by]--> Jim Sheridan
Path (Raw):       The Field --[written_by]--> Jim Sheridan --[(INV) written_by]--> The Field --[directed_by]--> Jim Sheridan
Neg LogProb(↓):   0.659816
Path Entropy(↓):  0.921860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of crime story
Start Entity:     Crime Story
Gold Answer:      [['Police Story', 'The Young Master', 'Police Story 2', 'Project A', 'The Fearless Hyena', 'The Big Hit', 'Who Am I?', '1911', 'Armour of God']]
Predicted Ans:    Who Am I?
Predicted Path:   Crime Story --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Who Am I?
Path (Raw):       Crime Story --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Who Am I? --[No Operation]--> Who Am I?
Neg LogProb(↓):   0.255887
Path Entropy(↓):  0.932985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie little black book were in which languages
Start Entity:     Little Black Book
Gold Answer:      [['English', 'Persian']]
Predicted Ans:    Persian
Predicted Path:   Little Black Book --[starred_actors]--> Holly Hunter --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       Little Black Book --[starred_actors]--> Holly Hunter --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.265718
Path Entropy(↓):  0.567301
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie temptation of a monk are directed by who
Start Entity:     Temptation of a Monk
Gold Answer:      [['William Friedkin', 'John Madden', 'Bernardo Bertolucci', 'Tony Ayres', 'Steven Seagal', 'Vittorio De Sica', 'Henry King', 'Lewis Teague']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   Temptation of a Monk --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> Sunflower --[directed_by]--> Vittorio De Sica
Path (Raw):       Temptation of a Monk --[starred_actors]--> Joan Chen --[(INV) starred_actors]--> Sunflower --[directed_by]--> Vittorio De Sica
Neg LogProb(↓):   0.171623
Path Entropy(↓):  0.562019
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the last man released
Start Entity:     The Last Man
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Last Man --[release_year]--> 2000 --[(INV) release_year]--> Tully --[release_year]--> 2000
Path (Raw):       The Last Man --[release_year]--> 2000 --[(INV) release_year]--> Tully --[release_year]--> 2000
Neg LogProb(↓):   2.806937
Path Entropy(↓):  4.074818
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with fat city fall under
Start Entity:     Fat City
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Fat City --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Fat City --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   0.983550
Path Entropy(↓):  1.812227
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by max barry released
Start Entity:     Max Barry
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Max Barry --[(INV) written_by]--> Syrup --[release_year]--> 2013
Path (Raw):       Max Barry --[No Operation]--> Max Barry --[(INV) written_by]--> Syrup --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by sarah bolger
Start Entity:     Sarah Bolger
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Sarah Bolger --[(INV) starred_actors]--> As Cool as I Am --[has_genre]--> Comedy
Path (Raw):       Sarah Bolger --[No Operation]--> Sarah Bolger --[(INV) starred_actors]--> As Cool as I Am --[has_genre]--> Comedy
Neg LogProb(↓):   0.609082
Path Entropy(↓):  1.101089
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for under suspicion
Start Entity:     Under Suspicion
Gold Answer:      [['Simon Moore']]
Predicted Ans:    Simon Moore
Predicted Path:   Under Suspicion --[written_by]--> Simon Moore --[(INV) written_by]--> Under Suspicion --[written_by]--> Simon Moore
Path (Raw):       Under Suspicion --[written_by]--> Simon Moore --[(INV) written_by]--> Under Suspicion --[written_by]--> Simon Moore
Neg LogProb(↓):   0.013528
Path Entropy(↓):  0.071564
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with camillo boito
Start Entity:     Camillo Boito
Gold Answer:      [['Luchino Visconti']]
Predicted Ans:    Luchino Visconti
Predicted Path:   Camillo Boito --[(INV) written_by]--> Senso --[written_by]--> Luchino Visconti
Path (Raw):       Camillo Boito --[No Operation]--> Camillo Boito --[(INV) written_by]--> Senso --[written_by]--> Luchino Visconti
Neg LogProb(↓):   0.000193
Path Entropy(↓):  0.001839
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of t. k. carter starred movies
Start Entity:     T.K. Carter
Gold Answer:      [['Lew Landers', 'Richard Correll']]
Predicted Ans:    Lew Landers
Predicted Path:   T.K. Carter --[(INV) starred_actors]--> Ski Patrol --[directed_by]--> Lew Landers
Path (Raw):       T.K. Carter --[No Operation]--> T.K. Carter --[(INV) starred_actors]--> Ski Patrol --[directed_by]--> Lew Landers
Neg LogProb(↓):   0.381460
Path Entropy(↓):  0.624692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie heist were released in which years
Start Entity:     Heist
Gold Answer:      [['1988', '2000', '1997', '1948', '2008', '1991', '2004', '1994', '1999', '1987', '2013']]
Predicted Ans:    1999
Predicted Path:   Heist --[directed_by]--> David Mamet --[(INV) directed_by]--> The Winslow Boy --[release_year]--> 1999
Path (Raw):       Heist --[directed_by]--> David Mamet --[(INV) directed_by]--> The Winslow Boy --[release_year]--> 1999
Neg LogProb(↓):   1.234640
Path Entropy(↓):  2.041702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the wedding party released
Start Entity:     The Wedding Party
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   The Wedding Party --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Path (Raw):       The Wedding Party --[release_year]--> 1969 --[(INV) release_year]--> The Oblong Box --[release_year]--> 1969
Neg LogProb(↓):   2.720433
Path Entropy(↓):  3.691846
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does sharon gans act in
Start Entity:     Sharon Gans
Gold Answer:      [['Slaughterhouse-Five']]
Predicted Ans:    Slaughterhouse-Five
Predicted Path:   Sharon Gans --[(INV) starred_actors]--> Slaughterhouse-Five --[starred_actors]--> Sharon Gans --[(INV) starred_actors]--> Slaughterhouse-Five
Path (Raw):       Sharon Gans --[(INV) starred_actors]--> Slaughterhouse-Five --[starred_actors]--> Sharon Gans --[(INV) starred_actors]--> Slaughterhouse-Five
Neg LogProb(↓):   0.002648
Path Entropy(↓):  0.019530
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films starred by shima iwashita in
Start Entity:     Shima Iwashita
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Shima Iwashita --[(INV) starred_actors]--> Double Suicide --[in_language]--> Japanese
Path (Raw):       Shima Iwashita --[No Operation]--> Shima Iwashita --[(INV) starred_actors]--> Double Suicide --[in_language]--> Japanese
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000036
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by kenneth branagh
Start Entity:     Kenneth Branagh
Gold Answer:      [['William Shakespeare', 'Jon Blair', 'John Grisham', 'Adrian Hodges', 'Colin Clark', 'Oliver Parker', 'Adam Marcus', 'Anne Frank', 'Mary Shelley', 'Nick Cave', 'Scott Frank', 'Martin Bergman', 'Rita Rudner', 'Loring Mandel']]
Predicted Ans:    William Shakespeare
Predicted Path:   Kenneth Branagh --[(INV) written_by]--> Hamlet --[written_by]--> William Shakespeare
Path (Raw):       Kenneth Branagh --[No Operation]--> Kenneth Branagh --[(INV) written_by]--> Hamlet --[written_by]--> William Shakespeare
Neg LogProb(↓):   2.357466
Path Entropy(↓):  2.747031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in sunday bloody sunday
Start Entity:     Sunday Bloody Sunday
Gold Answer:      [['Murray Head', 'Glenda Jackson', 'Peter Finch']]
Predicted Ans:    Peter Finch
Predicted Path:   Sunday Bloody Sunday --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Sunday Bloody Sunday --[starred_actors]--> Peter Finch
Path (Raw):       Sunday Bloody Sunday --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Sunday Bloody Sunday --[starred_actors]--> Peter Finch
Neg LogProb(↓):   0.002853
Path Entropy(↓):  0.023292
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by jan egleson
Start Entity:     Jan Egleson
Gold Answer:      [['Simon Brett']]
Predicted Ans:    Simon Brett
Predicted Path:   Jan Egleson --[(INV) directed_by]--> A Shock to the System --[written_by]--> Simon Brett
Path (Raw):       Jan Egleson --[No Operation]--> Jan Egleson --[(INV) directed_by]--> A Shock to the System --[written_by]--> Simon Brett
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does john kahrs appear in
Start Entity:     John Kahrs
Gold Answer:      [['Paperman']]
Predicted Ans:    Paperman
Predicted Path:   John Kahrs --[(INV) starred_actors]--> Paperman --[starred_actors]--> John Kahrs --[(INV) starred_actors]--> Paperman
Path (Raw):       John Kahrs --[(INV) starred_actors]--> Paperman --[starred_actors]--> John Kahrs --[(INV) starred_actors]--> Paperman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of bruce almighty
Start Entity:     Bruce Almighty
Gold Answer:      [['Kevin James', 'Christopher Walken', 'Fred Willard', 'Thomas F. Wilson', 'Denise Crosby', 'Courteney Cox', 'Sam Elliott', 'Steve Oedekerk', 'Steve Carell', 'Kate Beckinsale', 'Tim Robbins', 'Martin Lawrence', 'Morgan Freeman', 'Danny Glover', 'Adam Sandler']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty --[starred_actors]--> Morgan Freeman
Path (Raw):       Bruce Almighty --[written_by]--> Steve Koren --[(INV) written_by]--> Evan Almighty --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.097626
Path Entropy(↓):  0.310630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the dr. jekyll and mr. hyde director release
Start Entity:     Dr. Jekyll and Mr. Hyde
Gold Answer:      [['1934', '1939', '1948', '1933', '1957', '1942', '2004', '1940', '1938', '1932', '1926', '1935', '1922', '1941', '1937', '1931', '1943']]
Predicted Ans:    1935
Predicted Path:   Dr. Jekyll and Mr. Hyde --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[release_year]--> 1935
Path (Raw):       Dr. Jekyll and Mr. Hyde --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[release_year]--> 1935
Neg LogProb(↓):   1.060117
Path Entropy(↓):  2.254204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the mystery of the leaping fish
Start Entity:     The Mystery of the Leaping Fish
Gold Answer:      [['1934', '1932']]
Predicted Ans:    1934
Predicted Path:   The Mystery of the Leaping Fish --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[release_year]--> 1934
Path (Raw):       The Mystery of the Leaping Fish --[starred_actors]--> Douglas Fairbanks --[(INV) starred_actors]--> The Private Life of Don Juan --[release_year]--> 1934
Neg LogProb(↓):   0.142886
Path Entropy(↓):  0.477742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of come see the paradise also starred in which movies
Start Entity:     Come See the Paradise
Gold Answer:      [['Playing for Keeps', 'Footloose', 'The Express', 'Cold Creek Manor', 'Flight of the Phoenix', 'All Night Long', 'Picture Bride', 'D.O.A.', 'Jaws 3-D', 'In Good Company', 'Any Given Sunday', 'The Rookie', 'Smart People', 'Beneath the Darkness', 'Breaking Away', 'Horsemen', 'The Day After Tomorrow', 'Vantage Point', 'Caveman', "Everybody's All-American", 'Far from Heaven', 'Postcards from the Edge', 'Pandorum', 'Wyatt Earp', 'The Right Stuff', 'Savior', 'Enemy Mine', 'The Big Easy', 'The Parent Trap', 'Frequency', 'Undercover Blues', 'Innerspace', 'Wilder Napalm', 'The Night the Lights Went Out in Georgia', 'Gang Related', 'Something to Talk About', 'The Words', 'Great Balls of Fire!', 'The Alamo', 'Soul Surfer', 'Suspect']]
Predicted Ans:    The Day After Tomorrow
Predicted Path:   Come See the Paradise --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow
Path (Raw):       Come See the Paradise --[starred_actors]--> Dennis Quaid --[No Operation]--> Dennis Quaid --[(INV) starred_actors]--> The Day After Tomorrow
Neg LogProb(↓):   1.127657
Path Entropy(↓):  2.041792
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by daniel taplitz
Start Entity:     Daniel Taplitz
Gold Answer:      [['Robert Townsend', 'Marcos Siega']]
Predicted Ans:    Daniel Taplitz
Predicted Path:   Daniel Taplitz --[(INV) directed_by]--> Commandments --[directed_by]--> Daniel Taplitz
Path (Raw):       Daniel Taplitz --[No Operation]--> Daniel Taplitz --[(INV) directed_by]--> Commandments --[directed_by]--> Daniel Taplitz
Neg LogProb(↓):   0.051167
Path Entropy(↓):  0.244699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who appeared in the same movie with sidney toler
Start Entity:     Sidney Toler
Gold Answer:      [['Victor Sen Yung', 'Mantan Moreland']]
Predicted Ans:    Sidney Toler
Predicted Path:   Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[starred_actors]--> Sidney Toler
Path (Raw):       Sidney Toler --[No Operation]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[starred_actors]--> Sidney Toler
Neg LogProb(↓):   0.026025
Path Entropy(↓):  0.133859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed strategic air command
Start Entity:     Strategic Air Command
Gold Answer:      [['1964', '1949', '1948', '1954', '1957', '1950', '1960', '1965', '1961', '1953', '1945', '1947', '1986', '1955', '1952', '1958', '1931']]
Predicted Ans:    1954
Predicted Path:   Strategic Air Command --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Far Country --[release_year]--> 1954
Path (Raw):       Strategic Air Command --[directed_by]--> Anthony Mann --[(INV) directed_by]--> The Far Country --[release_year]--> 1954
Neg LogProb(↓):   1.828537
Path Entropy(↓):  2.749565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of anaconda was
Start Entity:     Anaconda
Gold Answer:      [['Luis Llosa']]
Predicted Ans:    Luis Llosa
Predicted Path:   Anaconda --[directed_by]--> Luis Llosa --[(INV) directed_by]--> Anaconda --[directed_by]--> Luis Llosa
Path (Raw):       Anaconda --[directed_by]--> Luis Llosa --[(INV) directed_by]--> Anaconda --[directed_by]--> Luis Llosa
Neg LogProb(↓):   0.020327
Path Entropy(↓):  0.109546
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie my house in umbria were in which languages
Start Entity:     My House in Umbria
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   My House in Umbria --[written_by]--> William Trevor --[(INV) written_by]--> Felicia's Journey --[in_language]--> Irish
Path (Raw):       My House in Umbria --[written_by]--> William Trevor --[(INV) written_by]--> Felicia's Journey --[in_language]--> Irish
Neg LogProb(↓):   0.058043
Path Entropy(↓):  0.251627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the revenge of frankenstein director release
Start Entity:     The Revenge of Frankenstein
Gold Answer:      [['1968', '1978', '1964', '2000', '1939', '1957', '1960', '1959', '1953', '1999', '1932', '1969', '1974', '1952']]
Predicted Ans:    1959
Predicted Path:   The Revenge of Frankenstein --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Man Who Could Cheat Death --[release_year]--> 1959
Path (Raw):       The Revenge of Frankenstein --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Man Who Could Cheat Death --[release_year]--> 1959
Neg LogProb(↓):   0.939971
Path Entropy(↓):  1.506608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with john lazar
Start Entity:     John Lazar
Gold Answer:      [['Marcia McBroom', 'Cynthia Myers', 'Dolly Read']]
Predicted Ans:    John Lazar
Predicted Path:   John Lazar --[(INV) starred_actors]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Path (Raw):       John Lazar --[No Operation]--> John Lazar --[(INV) starred_actors]--> Beyond the Valley of the Dolls --[starred_actors]--> John Lazar
Neg LogProb(↓):   0.001661
Path Entropy(↓):  0.012416
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor charlotte very co - starred with who
Start Entity:     Charlotte Véry
Gold Answer:      [['Frédéric van den Driessche']]
Predicted Ans:    Charlotte Véry
Predicted Path:   Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[starred_actors]--> Charlotte Véry
Path (Raw):       Charlotte Véry --[No Operation]--> Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[starred_actors]--> Charlotte Véry
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000315
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed movies for the writer of alien autopsy
Start Entity:     Alien Autopsy
Gold Answer:      [['Yves Simoneau', 'Peter Howitt', 'David Bowers', 'Sam Fell']]
Predicted Ans:    Jonny Campbell
Predicted Path:   Alien Autopsy --[written_by]--> William Davies --[(INV) written_by]--> Alien Autopsy --[directed_by]--> Jonny Campbell
Path (Raw):       Alien Autopsy --[written_by]--> William Davies --[(INV) written_by]--> Alien Autopsy --[directed_by]--> Jonny Campbell
Neg LogProb(↓):   0.007022
Path Entropy(↓):  0.044157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film sleepwalk with me was directed by who
Start Entity:     Sleepwalk with Me
Gold Answer:      [['Mike Birbiglia']]
Predicted Ans:    Mike Birbiglia
Predicted Path:   Sleepwalk with Me --[directed_by]--> Mike Birbiglia --[(INV) directed_by]--> Sleepwalk with Me --[directed_by]--> Mike Birbiglia
Path (Raw):       Sleepwalk with Me --[directed_by]--> Mike Birbiglia --[(INV) directed_by]--> Sleepwalk with Me --[directed_by]--> Mike Birbiglia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The castaway cowboy, when was it released
Start Entity:     The Castaway Cowboy
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   The Castaway Cowboy --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       The Castaway Cowboy --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.735744
Path Entropy(↓):  4.064218
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of trilogy of terror ii also starred in which movies
Start Entity:     Trilogy of Terror II
Gold Answer:      [['Dr. Jekyll and Ms. Hyde', 'Krull']]
Predicted Ans:    Trilogy of Terror II
Predicted Path:   Trilogy of Terror II --[starred_actors]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II
Path (Raw):       Trilogy of Terror II --[starred_actors]--> Lysette Anthony --[No Operation]--> Lysette Anthony --[(INV) starred_actors]--> Trilogy of Terror II
Neg LogProb(↓):   0.033634
Path Entropy(↓):  0.176998
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose writers also wrote another country
Start Entity:     Another Country
Gold Answer:      [['Biography']]
Predicted Ans:    Drama
Predicted Path:   Another Country --[written_by]--> Julian Mitchell --[(INV) written_by]--> Another Country --[has_genre]--> Drama
Path (Raw):       Another Country --[written_by]--> Julian Mitchell --[(INV) written_by]--> Another Country --[has_genre]--> Drama
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of the forgotten woman
Start Entity:     The Forgotten Woman
Gold Answer:      [['Cooking with Stella']]
Predicted Ans:    Cooking with Stella
Predicted Path:   The Forgotten Woman --[directed_by]--> Dilip Mehta --[(INV) directed_by]--> Cooking with Stella
Path (Raw):       The Forgotten Woman --[directed_by]--> Dilip Mehta --[(INV) directed_by]--> Cooking with Stella --[No Operation]--> Cooking with Stella
Neg LogProb(↓):   0.011793
Path Entropy(↓):  0.073483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of leonard roberts acted films
Start Entity:     Leonard Roberts
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Leonard Roberts --[(INV) starred_actors]--> Drumline --[release_year]--> 2002
Path (Raw):       Leonard Roberts --[No Operation]--> Leonard Roberts --[(INV) starred_actors]--> Drumline --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was timothy ratajczak a writer on
Start Entity:     Timothy Ratajczak
Gold Answer:      [['Apostle Peter and the Last Supper']]
Predicted Ans:    Apostle Peter and the Last Supper
Predicted Path:   Timothy Ratajczak --[(INV) written_by]--> Apostle Peter and the Last Supper --[written_by]--> Timothy Ratajczak --[(INV) written_by]--> Apostle Peter and the Last Supper
Path (Raw):       Timothy Ratajczak --[(INV) written_by]--> Apostle Peter and the Last Supper --[written_by]--> Timothy Ratajczak --[(INV) written_by]--> Apostle Peter and the Last Supper
Neg LogProb(↓):   0.005067
Path Entropy(↓):  0.031763
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie daddy day care released
Start Entity:     Daddy Day Care
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Daddy Day Care --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Daddy Day Care --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.364462
Path Entropy(↓):  4.599082
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by mikko leppilampi in
Start Entity:     Mikko Leppilampi
Gold Answer:      [['Drama', 'Horror', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Mikko Leppilampi --[(INV) starred_actors]--> Frozen Land --[has_genre]--> Drama
Path (Raw):       Mikko Leppilampi --[No Operation]--> Mikko Leppilampi --[(INV) starred_actors]--> Frozen Land --[has_genre]--> Drama
Neg LogProb(↓):   0.002682
Path Entropy(↓):  0.018539
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the lost future were in which languages
Start Entity:     The Lost Future
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Lost Future --[starred_actors]--> Sean Bean --[(INV) starred_actors]--> Flightplan --[in_language]--> German
Path (Raw):       The Lost Future --[starred_actors]--> Sean Bean --[(INV) starred_actors]--> Flightplan --[in_language]--> German
Neg LogProb(↓):   0.000978
Path Entropy(↓):  0.008571
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film four friends released
Start Entity:     Four Friends
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Four Friends --[release_year]--> 1981 --[(INV) release_year]--> Mystics in Bali --[release_year]--> 1981
Path (Raw):       Four Friends --[release_year]--> 1981 --[(INV) release_year]--> Mystics in Bali --[release_year]--> 1981
Neg LogProb(↓):   2.633162
Path Entropy(↓):  4.052382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by julian de laserna
Start Entity:     Julian de Laserna
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Julian de Laserna --[(INV) directed_by]--> Zombie Lake --[has_genre]--> Horror
Path (Raw):       Julian de Laserna --[No Operation]--> Julian de Laserna --[(INV) directed_by]--> Zombie Lake --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by paul langton were written by who
Start Entity:     Paul Langton
Gold Answer:      [['Myles Wilder']]
Predicted Ans:    Myles Wilder
Predicted Path:   Paul Langton --[(INV) starred_actors]--> The Snow Creature --[written_by]--> Myles Wilder
Path (Raw):       Paul Langton --[No Operation]--> Paul Langton --[(INV) starred_actors]--> The Snow Creature --[written_by]--> Myles Wilder
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by gregory ratoff fall under
Start Entity:     Gregory Ratoff
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gregory Ratoff --[(INV) directed_by]--> I Was an Adventuress --[has_genre]--> Drama
Path (Raw):       Gregory Ratoff --[No Operation]--> Gregory Ratoff --[(INV) directed_by]--> I Was an Adventuress --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of dan sterling written films
Start Entity:     Dan Sterling
Gold Answer:      [['Craig Monahan', 'Evan Goldberg', 'Seth Rogen']]
Predicted Ans:    Craig Monahan
Predicted Path:   Dan Sterling --[(INV) written_by]--> The Interview --[directed_by]--> Craig Monahan
Path (Raw):       Dan Sterling --[No Operation]--> Dan Sterling --[(INV) written_by]--> The Interview --[directed_by]--> Craig Monahan
Neg LogProb(↓):   0.543649
Path Entropy(↓):  0.764124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by pip karmel
Start Entity:     Pip Karmel
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Pip Karmel --[(INV) written_by]--> Me Myself I --[has_genre]--> Comedy
Path (Raw):       Pip Karmel --[No Operation]--> Pip Karmel --[(INV) written_by]--> Me Myself I --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed a guy named joe
Start Entity:     A Guy Named Joe
Gold Answer:      [['1939', '1948', '1933', '1942', '2004', '1920', '1938', '1926', '1932', '1941', '1937', '1931']]
Predicted Ans:    1931
Predicted Path:   A Guy Named Joe --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1931
Path (Raw):       A Guy Named Joe --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1931
Neg LogProb(↓):   1.645715
Path Entropy(↓):  2.865184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by cover girl actors
Start Entity:     Cover Girl
Gold Answer:      [['W. Somerset Maugham', 'Herman Wouk', 'Glendon Swarthout', 'Fred F. Finklehoffe', 'Howard Emmett Rogers', 'Richard Sherman', 'Sid Silvers', 'Vicente Blasco Ibáñez', 'John Patrick', 'James Graham', 'Terence Rattigan', 'Nedrick Young', 'Robert Rossen', 'Harold Jacob Smith', 'Jerome Lawrence', 'Betty Comden', 'Adolph Green', 'John Gay', 'Alan Jay Lerner', 'George MacDonald Fraser', 'Max Catto', 'David Loughery', 'Gene Kelly', 'Marc Reid Rubel', 'Richard Christian Danus', 'Lesley Storm', 'Sherwood King', 'Ben Hecht', 'Vera Caspary', 'Hans Habe', 'Orson Welles', 'Jerome Robbins', 'Ralph Nelson', 'Jack Higgins', 'Prosper Mérimée']]
Predicted Ans:    David Loughery
Predicted Path:   Cover Girl --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> The Three Musketeers --[written_by]--> David Loughery
Path (Raw):       Cover Girl --[starred_actors]--> Gene Kelly --[(INV) starred_actors]--> The Three Musketeers --[written_by]--> David Loughery
Neg LogProb(↓):   0.594037
Path Entropy(↓):  0.907792
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of the eagle with two heads
Start Entity:     The Eagle with Two Heads
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Eagle with Two Heads --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast --[in_language]--> French
Path (Raw):       The Eagle with Two Heads --[directed_by]--> Jean Cocteau --[(INV) directed_by]--> Beauty and the Beast --[in_language]--> French
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the ariel director
Start Entity:     Ariel
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Ariel --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       Ariel --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.014196
Path Entropy(↓):  0.083370
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by castle on the hudson actors
Start Entity:     Castle on the Hudson
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Castle on the Hudson --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Castle on the Hudson --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.502140
Path Entropy(↓):  1.040126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the jimmy show actors
Start Entity:     The Jimmy Show
Gold Answer:      [['Ronald Neame', 'Brian Goodman', 'Michael Almereyda', 'Eric Luke', 'David Nicholls', 'Andrew Niccol', 'Boris Pasternak', 'Douglas Kennedy', 'James DeMonaco', 'Franco Zeffirelli', 'Jack London', 'William Shakespeare', 'Stephen Belber', 'James Wong', 'David Lean', 'Kenneth Branagh', 'George Huang', 'Peter Spierig', 'Kelly Masterson', 'Ethan Hawke', 'Julie Delpy', 'Charles Dickens', 'Richard Linklater', 'Grigori Kozintsev', 'Oliver Stone', 'Helen Childress', 'David Koepp', 'Kim Krizan', 'John Carpenter', 'Gregg Maxwell Parker', 'Tim Chambers', 'Michael Pye', 'Sean Finegan', 'Tsutomu Takahashi', 'Cecil McGivern', 'Kay Walsh', 'Sebastian Gutierrez', 'Piers Paul Read', 'Milan Trenc', 'Scott Derrickson', 'Carlos Pedraza', 'Tony Richardson', 'C. Robert Cargill', 'J.T. Tepnapa', 'David Ayer', 'Alexander Key', 'Thomas Lennon', 'Robert Rodriguez', 'John Hughes', 'Keith Gordon', 'Robert A. Heinlein', 'Brian De Palma', 'Robert Ben Garant']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   The Jimmy Show --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> Kenneth Branagh
Path (Raw):       The Jimmy Show --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Hamlet --[written_by]--> Kenneth Branagh
Neg LogProb(↓):   2.182127
Path Entropy(↓):  3.473702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of one hour photo is also the director of which films
Start Entity:     One Hour Photo
Gold Answer:      [['Never Let Me Go']]
Predicted Ans:    One Hour Photo
Predicted Path:   One Hour Photo --[directed_by]--> Mark Romanek --[(INV) directed_by]--> One Hour Photo
Path (Raw):       One Hour Photo --[directed_by]--> Mark Romanek --[(INV) directed_by]--> One Hour Photo --[No Operation]--> One Hour Photo
Neg LogProb(↓):   0.096852
Path Entropy(↓):  0.307866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with ice cream man
Start Entity:     Ice Cream Man
Gold Answer:      [['The Judge']]
Predicted Ans:    Ice Cream Man
Predicted Path:   Ice Cream Man --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man
Path (Raw):       Ice Cream Man --[written_by]--> David Dobkin --[(INV) written_by]--> Ice Cream Man --[No Operation]--> Ice Cream Man
Neg LogProb(↓):   0.340370
Path Entropy(↓):  0.638224
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films acted by jennifer warren in
Start Entity:     Jennifer Warren
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Jennifer Warren --[(INV) starred_actors]--> Night Moves --[has_genre]--> Drama
Path (Raw):       Jennifer Warren --[No Operation]--> Jennifer Warren --[(INV) starred_actors]--> Night Moves --[has_genre]--> Drama
Neg LogProb(↓):   0.000408
Path Entropy(↓):  0.003594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by karen kingsbury
Start Entity:     Karen Kingsbury
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Karen Kingsbury --[(INV) written_by]--> Like Dandelion Dust --[has_genre]--> Drama
Path (Raw):       Karen Kingsbury --[No Operation]--> Karen Kingsbury --[(INV) written_by]--> Like Dandelion Dust --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of solomon kane
Start Entity:     Solomon Kane
Gold Answer:      [['Michael J. Bassett', 'Marcus Nispel', 'Richard Fleischer', 'John Milius']]
Predicted Ans:    Michael J. Bassett
Predicted Path:   Solomon Kane --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane --[directed_by]--> Michael J. Bassett
Path (Raw):       Solomon Kane --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane --[directed_by]--> Michael J. Bassett
Neg LogProb(↓):   0.000133
Path Entropy(↓):  0.001480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the little shop of horrors were directed by who
Start Entity:     The Little Shop of Horrors
Gold Answer:      [['Jim Wynorski', 'Roger Corman', 'Monte Hellman']]
Predicted Ans:    Roger Corman
Predicted Path:   The Little Shop of Horrors --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[directed_by]--> Roger Corman
Path (Raw):       The Little Shop of Horrors --[written_by]--> Charles B. Griffith --[(INV) written_by]--> The Little Shop of Horrors --[directed_by]--> Roger Corman
Neg LogProb(↓):   0.992334
Path Entropy(↓):  1.902142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film 23 paces to baker street
Start Entity:     23 Paces to Baker Street
Gold Answer:      [['Henry Hathaway']]
Predicted Ans:    Henry Hathaway
Predicted Path:   23 Paces to Baker Street --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Wing and a Prayer --[directed_by]--> Henry Hathaway
Path (Raw):       23 Paces to Baker Street --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> Wing and a Prayer --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   0.808482
Path Entropy(↓):  1.207145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film young einstein
Start Entity:     Young Einstein
Gold Answer:      [['Yahoo Serious']]
Predicted Ans:    Yahoo Serious
Predicted Path:   Young Einstein --[starred_actors]--> Yahoo Serious --[(INV) starred_actors]--> Young Einstein --[directed_by]--> Yahoo Serious
Path (Raw):       Young Einstein --[starred_actors]--> Yahoo Serious --[(INV) starred_actors]--> Young Einstein --[directed_by]--> Yahoo Serious
Neg LogProb(↓):   0.061793
Path Entropy(↓):  0.226756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in operation dumbo drop
Start Entity:     Operation Dumbo Drop
Gold Answer:      [['English']]
Predicted Ans:    Vietnamese
Predicted Path:   Operation Dumbo Drop --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Path (Raw):       Operation Dumbo Drop --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Neg LogProb(↓):   0.584825
Path Entropy(↓):  0.694055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies whose directors also directed billy liar
Start Entity:     Billy Liar
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   Billy Liar --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Path (Raw):       Billy Liar --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Neg LogProb(↓):   0.293653
Path Entropy(↓):  0.576477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie parker
Start Entity:     Parker
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Parker --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Parker --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.092281
Path Entropy(↓):  4.525296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by barry primus
Start Entity:     Barry Primus
Gold Answer:      [['Robert Wuhl', 'Martin Landau']]
Predicted Ans:    Martin Landau
Predicted Path:   Barry Primus --[(INV) written_by]--> Mistress --[starred_actors]--> Martin Landau
Path (Raw):       Barry Primus --[No Operation]--> Barry Primus --[(INV) written_by]--> Mistress --[starred_actors]--> Martin Landau
Neg LogProb(↓):   0.000087
Path Entropy(↓):  0.000896
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film addams family values starred which actors
Start Entity:     Addams Family Values
Gold Answer:      [['Joan Cusack', 'Christopher Lloyd', 'Anjelica Huston']]
Predicted Ans:    Anjelica Huston
Predicted Path:   Addams Family Values --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Addams Family Values --[starred_actors]--> Anjelica Huston
Path (Raw):       Addams Family Values --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Addams Family Values --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.507727
Path Entropy(↓):  1.131370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by joseph l. galloway
Start Entity:     Joseph L. Galloway
Gold Answer:      [['Mel Gibson']]
Predicted Ans:    Mel Gibson
Predicted Path:   Joseph L. Galloway --[(INV) written_by]--> We Were Soldiers --[starred_actors]--> Mel Gibson
Path (Raw):       Joseph L. Galloway --[No Operation]--> Joseph L. Galloway --[(INV) written_by]--> We Were Soldiers --[starred_actors]--> Mel Gibson
Neg LogProb(↓):   0.000474
Path Entropy(↓):  0.004101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the slender thread
Start Entity:     The Slender Thread
Gold Answer:      [['J. Lee Thompson', 'John Cromwell', 'Daniel Mann', 'James B. Harris', 'Don Medford', 'Mike Nichols', 'Kenny Leon', 'Basil Dearden', 'William A. Wellman', 'Guy Green', 'Phil Alden Robinson', 'Jack Hofsiss', 'Richard Benjamin', 'David Lynch', 'John Ford', 'Roger Spottiswoode', 'Martin Ritt', 'Harold Becker', 'Stanley Kramer', 'Ridley Scott', 'Jacques Tourneur', 'Brian G. Hutton', 'Sidney Poitier', 'Anne Bancroft', 'Eugenio Martín', 'Harmon Jones', 'Jack Cardiff', 'Herbert Ross', 'Mario Bava', 'Arild Fröhlich', 'Frank Perry', 'Paul Bogart', 'Sidney Lumet', 'Tom Moore', 'Edward Norton', 'Peter R. Hunt', 'James Clavell', 'Arthur Penn', 'Sydney Pollack', 'Norman Jewison', 'Jack Clayton', 'Karl Mueller', 'Ralph Nelson', 'Jodie Foster', 'Joseph L. Mankiewicz', 'Mike Figgis']]
Predicted Ans:    James Clavell
Predicted Path:   The Slender Thread --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[directed_by]--> James Clavell
Path (Raw):       The Slender Thread --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[directed_by]--> James Clavell
Neg LogProb(↓):   0.394894
Path Entropy(↓):  1.045434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter tina fey wrote films together with who
Start Entity:     Tina Fey
Gold Answer:      [['Rosalind Wiseman']]
Predicted Ans:    Tina Fey
Predicted Path:   Tina Fey --[(INV) written_by]--> Mean Girls --[written_by]--> Tina Fey
Path (Raw):       Tina Fey --[No Operation]--> Tina Fey --[(INV) written_by]--> Mean Girls --[written_by]--> Tina Fey
Neg LogProb(↓):   0.285304
Path Entropy(↓):  0.560365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was the young one released
Start Entity:     The Young One
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   The Young One --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Young One --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   2.395913
Path Entropy(↓):  3.751782
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of prelude to a kiss also wrote which films
Start Entity:     Prelude to a Kiss
Gold Answer:      [['Reckless', 'The Secret Lives of Dentists', 'The Dying Gaul']]
Predicted Ans:    Prelude to a Kiss
Predicted Path:   Prelude to a Kiss --[written_by]--> Craig Lucas --[(INV) written_by]--> Prelude to a Kiss
Path (Raw):       Prelude to a Kiss --[written_by]--> Craig Lucas --[(INV) written_by]--> Prelude to a Kiss --[No Operation]--> Prelude to a Kiss
Neg LogProb(↓):   0.471383
Path Entropy(↓):  0.952936
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in bel ami
Start Entity:     Bel Ami
Gold Answer:      [['Christina Ricci', 'Uma Thurman', 'Kristin Scott Thomas', 'Robert Pattinson']]
Predicted Ans:    Christina Ricci
Predicted Path:   Bel Ami --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Around the Block --[starred_actors]--> Christina Ricci
Path (Raw):       Bel Ami --[starred_actors]--> Christina Ricci --[(INV) starred_actors]--> Around the Block --[starred_actors]--> Christina Ricci
Neg LogProb(↓):   0.052107
Path Entropy(↓):  0.234325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the caine mutiny court - martial
Start Entity:     The Caine Mutiny Court-Martial
Gold Answer:      [['Gene Kelly', 'Fred MacMurray', 'José Ferrer', 'Van Johnson', 'Claire Trevor', 'Humphrey Bogart', 'Natalie Wood']]
Predicted Ans:    Fred MacMurray
Predicted Path:   The Caine Mutiny Court-Martial --[written_by]--> Herman Wouk --[(INV) written_by]--> The Caine Mutiny --[starred_actors]--> Fred MacMurray
Path (Raw):       The Caine Mutiny Court-Martial --[written_by]--> Herman Wouk --[(INV) written_by]--> The Caine Mutiny --[starred_actors]--> Fred MacMurray
Neg LogProb(↓):   0.528979
Path Entropy(↓):  0.814605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film fantastic mr. fox
Start Entity:     Fantastic Mr. Fox
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Fantastic Mr. Fox --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Fantastic Mr. Fox --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.371332
Path Entropy(↓):  4.468569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed wind chill
Start Entity:     Wind Chill
Gold Answer:      [['Gregory Jacobs', 'Steven Soderbergh']]
Predicted Ans:    Steven Soderbergh
Predicted Path:   Wind Chill --[directed_by]--> Gregory Jacobs --[(INV) directed_by]--> Criminal --[written_by]--> Steven Soderbergh
Path (Raw):       Wind Chill --[directed_by]--> Gregory Jacobs --[(INV) directed_by]--> Criminal --[written_by]--> Steven Soderbergh
Neg LogProb(↓):   0.282447
Path Entropy(↓):  0.598267
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the jericho mile
Start Entity:     The Jericho Mile
Gold Answer:      [['1983', '1995', '2009', '1972', '2001', '1992', '1936', '1920', '2006', '2004', '1999', '2015', '1981', '1986']]
Predicted Ans:    1999
Predicted Path:   The Jericho Mile --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[release_year]--> 1999
Path (Raw):       The Jericho Mile --[directed_by]--> Michael Mann --[(INV) directed_by]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.144463
Path Entropy(↓):  2.026200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does mary stuart masterson appear in
Start Entity:     Mary Stuart Masterson
Gold Answer:      [['Heaven Help Us', 'Fried Green Tomatoes', 'Bed of Roses', 'Chances Are', 'At Close Range', "Heaven's Prisoners", 'Radioland Murders', 'Bad Girls', 'Some Kind of Wonderful']]
Predicted Ans:    Heaven Help Us
Predicted Path:   Mary Stuart Masterson --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us
Path (Raw):       Mary Stuart Masterson --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us
Neg LogProb(↓):   0.073076
Path Entropy(↓):  0.330783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by douglas aarniokoski were released in which years
Start Entity:     Douglas Aarniokoski
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Douglas Aarniokoski --[(INV) directed_by]--> The Day --[release_year]--> 2011
Path (Raw):       Douglas Aarniokoski --[No Operation]--> Douglas Aarniokoski --[(INV) directed_by]--> The Day --[release_year]--> 2011
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie this woman is dangerous
Start Entity:     This Woman Is Dangerous
Gold Answer:      [['Christopher Morley', 'Frederick Lonsdale', 'William H. Macy', 'Dariel Telfer', 'Donald Ogden Stewart', 'Tod Browning', 'Jack Rose', 'Philip Yordan', 'Ferenc Molnár', 'Richard Macaulay', 'Arthur T. Horman', 'Roland Gillett', 'James M. Cain', 'Henry F. Greenberg', 'Anita Loos', 'Robert Bloch', 'Silvia Richards', 'Rita Weiman', 'Charles MacArthur', 'Michael Gottlieb', 'Thomas B. Allen', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Clifford Odets', 'Roy Chanslor', 'Ursula Curtiss', 'Edward Rugoff', 'William P. McGivern', 'Jack Jevne', 'Hall Bartlett', 'I.A.L. Diamond', 'John Michael Hayes', 'Ted Shane', 'George Kelly', 'David Hertz', 'Elizabeth Janeway', 'Joseph L. Mankiewicz', 'Lukas Heller', 'Henry Farrell', 'Rachel Crothers', 'A. Carter Goodloe', 'Zachary Gold', 'Peter Bryan', 'Jan Lustig', 'Jean Rouverol', 'Ranald MacDougall', 'Norman Reilly Raine', 'Lucien Hubbard', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'Ben Ames Williams', 'Francis de Croisset', 'Bayard Veiller', 'Nicholas Monsarrat', 'Fannie Hurst', 'Edgar Selwyn', 'William Faulkner', 'Robert E. Kent', 'Helen MacInnes', 'Edna L. Lee', 'John Gilling', 'Aben Kandel', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'Ainsworth Morgan', 'Jerry Paris', 'Edward Barry Roberts', 'Stuart Engstrand', 'James Warner Bellah', 'Hugo Butler', 'S.K. Lauren', 'Everett Freeman', 'Robert Wilder', 'James Gunn', 'Richard Sale', 'Lawrence Hazard', 'Charles Kaufman']]
Predicted Ans:    James M. Cain
Predicted Path:   This Woman Is Dangerous --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> James M. Cain
Path (Raw):       This Woman Is Dangerous --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[written_by]--> James M. Cain
Neg LogProb(↓):   1.431523
Path Entropy(↓):  2.464143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did john hindman write
Start Entity:     John Hindman
Gold Answer:      [['The Answer Man']]
Predicted Ans:    The Answer Man
Predicted Path:   John Hindman --[(INV) written_by]--> The Answer Man --[written_by]--> John Hindman --[(INV) written_by]--> The Answer Man
Path (Raw):       John Hindman --[(INV) written_by]--> The Answer Man --[written_by]--> John Hindman --[(INV) written_by]--> The Answer Man
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of black hand starred who
Start Entity:     Black Hand
Gold Answer:      [['Fred Astaire', 'June Allyson', 'Carmen Miranda', 'Madeleine Carroll', 'Fred MacMurray', 'Jane Powell', 'Henry Fonda', 'Ronald Colman', 'Elvis Presley', 'James Stewart', 'Lana Turner', 'Elizabeth Taylor', 'Deborah Kerr', 'Louis Calhern', 'Red Skelton', 'Wallace Beery', 'Anne Crawford', 'Lynne Frederick', 'Myrna Loy', 'Lee J. Cobb', 'Raymond Massey', 'Mel Ferrer', 'George Sanders', 'Stewart Granger', 'Mario Lanza', 'Marjorie Main', 'Elke Sommer', 'Sam Neill', 'Robert Walker', 'Hedy Lamarr', 'Donald Crisp', 'William Powell', 'Edmund Purdom', 'Dame May Whitty', 'Joan Crawford', 'Betta St. John', 'Anthony Andrews', 'Robert Taylor', 'Sydney Greenstreet', 'John Beal', 'Carolyn Jones', 'Carroll Baker', 'Florence Rice', 'Ann Blyth', 'Arlene Dahl', 'Rosalind Russell', 'Ava Gardner', 'Joan Fontaine', 'Mickey Shaughnessy', 'Judy Tyler', 'Lionel Jeffries', 'Jane Greer', 'Edward Kerr', 'Spencer Tracy', 'Christopher Reeve', 'James Mason', 'C. Aubrey Smith', 'Kim Cattrall', 'Peter Sellers']]
Predicted Ans:    Stewart Granger
Predicted Path:   Black Hand --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[starred_actors]--> Stewart Granger
Path (Raw):       Black Hand --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[starred_actors]--> Stewart Granger
Neg LogProb(↓):   0.651337
Path Entropy(↓):  1.746250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by who's that knocking at my door actors
Start Entity:     Who's That Knocking at My Door
Gold Answer:      [['Philip Kaufman', 'Richard Price', 'Sheila Ballantyne', 'Ken Solarz', 'James Mangold', 'Mardik Martin', 'Spike Lee', 'Michael Crichton', 'Martin Scorsese', 'Quentin Tarantino', 'Nikos Kazantzakis', 'Jonathan Mostow', 'James Toback', 'Robert Altman', 'Dean Jennings', 'Ronald Harwood', 'Abel Ferrara', 'John Barry', 'Martin Amis', 'Brad Mirman', 'Paul Schrader', 'Thomas Harris', 'Zoë Lund', 'Ted Tally', 'Jonathan Sobol', 'Michael Backes', 'John Patrick Shanley', 'Paul Auster', 'Jane Campion', 'Arthur Kopit']]
Predicted Ans:    Richard Price
Predicted Path:   Who's That Knocking at My Door --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Clockers --[written_by]--> Richard Price
Path (Raw):       Who's That Knocking at My Door --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Clockers --[written_by]--> Richard Price
Neg LogProb(↓):   1.532298
Path Entropy(↓):  2.836982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of brown sugar is also the director of which movies
Start Entity:     Brown Sugar
Gold Answer:      [['The Wood']]
Predicted Ans:    Brown Sugar
Predicted Path:   Brown Sugar --[directed_by]--> Rick Famuyiwa --[(INV) directed_by]--> Brown Sugar
Path (Raw):       Brown Sugar --[directed_by]--> Rick Famuyiwa --[(INV) directed_by]--> Brown Sugar --[No Operation]--> Brown Sugar
Neg LogProb(↓):   0.059268
Path Entropy(↓):  0.252544
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by ake sandgren
Start Entity:     Åke Sandgren
Gold Answer:      [['Stellan Skarsgård', 'Basia Frydman', 'Jesper Salén']]
Predicted Ans:    Stellan Skarsgård
Predicted Path:   Åke Sandgren --[(INV) directed_by]--> The Slingshot --[starred_actors]--> Stellan Skarsgård
Path (Raw):       Åke Sandgren --[No Operation]--> Åke Sandgren --[(INV) directed_by]--> The Slingshot --[starred_actors]--> Stellan Skarsgård
Neg LogProb(↓):   0.000175
Path Entropy(↓):  0.001840
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films directed by gary preisler
Start Entity:     Gary Preisler
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Gary Preisler --[(INV) directed_by]--> National Lampoon's Gold Diggers --[release_year]--> 2003
Path (Raw):       Gary Preisler --[No Operation]--> Gary Preisler --[(INV) directed_by]--> National Lampoon's Gold Diggers --[release_year]--> 2003
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie lone survivor
Start Entity:     Lone Survivor
Gold Answer:      [['Drama', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Lone Survivor --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Lone Survivor --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.456179
Path Entropy(↓):  4.633334
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of jab we met
Start Entity:     Jab We Met
Gold Answer:      [['Alia Bhatt', 'Randeep Hooda']]
Predicted Ans:    Kareena Kapoor
Predicted Path:   Jab We Met --[written_by]--> Imtiaz Ali --[(INV) written_by]--> Jab We Met --[starred_actors]--> Kareena Kapoor
Path (Raw):       Jab We Met --[written_by]--> Imtiaz Ali --[(INV) written_by]--> Jab We Met --[starred_actors]--> Kareena Kapoor
Neg LogProb(↓):   0.015878
Path Entropy(↓):  0.089992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with happy gilmore fall under
Start Entity:     Happy Gilmore
Gold Answer:      [['Sport', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Happy Gilmore --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[has_genre]--> Comedy
Path (Raw):       Happy Gilmore --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[has_genre]--> Comedy
Neg LogProb(↓):   0.687045
Path Entropy(↓):  1.361961
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in anything goes
Start Entity:     Anything Goes
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Anything Goes --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Anything Goes --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.968853
Path Entropy(↓):  2.780578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies did christopher kenneally direct
Start Entity:     Christopher Kenneally
Gold Answer:      [['Side by Side']]
Predicted Ans:    Side by Side
Predicted Path:   Christopher Kenneally --[(INV) directed_by]--> Side by Side --[directed_by]--> Christopher Kenneally --[(INV) directed_by]--> Side by Side
Path (Raw):       Christopher Kenneally --[(INV) directed_by]--> Side by Side --[directed_by]--> Christopher Kenneally --[(INV) directed_by]--> Side by Side
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by michael chabon
Start Entity:     Michael Chabon
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    English
Predicted Path:   Michael Chabon --[(INV) written_by]--> The Mysteries of Pittsburgh --[in_language]--> English
Path (Raw):       Michael Chabon --[No Operation]--> Michael Chabon --[(INV) written_by]--> The Mysteries of Pittsburgh --[in_language]--> English
Neg LogProb(↓):   1.015920
Path Entropy(↓):  1.322472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of who am i?
Start Entity:     Who Am I?
Gold Answer:      [['Emil Chau', 'Leehom Wang', 'Jackie Chan']]
Predicted Ans:    Jackie Chan
Predicted Path:   Who Am I? --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[starred_actors]--> Jackie Chan
Path (Raw):       Who Am I? --[written_by]--> Jackie Chan --[(INV) written_by]--> Project A --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.458141
Path Entropy(↓):  1.165065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of forgotten silver
Start Entity:     Forgotten Silver
Gold Answer:      [['Stanley Tucci', 'Peter Dobson', 'Kate Winslet', 'Jessica Lange', 'Adrien Brody', 'John Astin', 'Charles Grodin', 'Melanie Lynskey', 'Rachel Weisz', 'Trini Alvarado', 'Naomi Watts', 'Danny Mulheron', 'Susan Sarandon', 'Jeff Bridges', 'Michael J. Fox', 'Mark Wahlberg', 'Robert Armstrong', 'Fay Wray', 'Jack Black', 'Bruce Cabot', 'Diana Kent', 'Sarah Peirse']]
Predicted Ans:    Adrien Brody
Predicted Path:   Forgotten Silver --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[starred_actors]--> Adrien Brody
Path (Raw):       Forgotten Silver --[directed_by]--> Peter Jackson --[(INV) directed_by]--> King Kong --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.626540
Path Entropy(↓):  1.721999
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of all cheerleaders die starred who
Start Entity:     All Cheerleaders Die
Gold Answer:      [['Anna Faris', 'Jeremy Sisto', 'Angela Bettis', 'Lauren Ashley Carter', 'Pollyanna McIntosh', 'Patricia Clarkson', 'Lindsay Lohan', 'Bruce Campbell', 'Agnes Bruckner', 'James Duval']]
Predicted Ans:    Anna Faris
Predicted Path:   All Cheerleaders Die --[directed_by]--> Lucky McKee --[(INV) directed_by]--> May --[starred_actors]--> Anna Faris
Path (Raw):       All Cheerleaders Die --[directed_by]--> Lucky McKee --[(INV) directed_by]--> May --[starred_actors]--> Anna Faris
Neg LogProb(↓):   0.127487
Path Entropy(↓):  0.486854
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the general's daughter
Start Entity:     The General's Daughter
Gold Answer:      [['Mike Nichols', 'Delmer Daves', 'Quentin Tarantino', 'John Badham', 'Byron Howard', 'Jon Turteltaub', 'Randal Kleiser', 'John Woo', 'Jane Wagner', 'Desmond Nakano', 'Harold Becker', 'Barry Sonnenfeld', 'Roger Christian', 'Pierre Morel', 'Markus Schleinzer', 'John Herzfeld', 'Steven Zaillian', 'Chris Williams', 'Sylvester Stallone', 'Walt Becker', 'Dominic Sena', 'Jeffrey Hornaday', 'Amy Heckerling', 'Mark Steven Johnson', 'John McTiernan', 'F. Gary Gray', 'Nora Ephron', 'Jay Russell', 'Dave Thomas', 'Robert Harmon', 'Brian De Palma', 'Nick Cassavetes']]
Predicted Ans:    Amy Heckerling
Predicted Path:   The General's Daughter --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Path (Raw):       The General's Daughter --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Neg LogProb(↓):   0.172632
Path Entropy(↓):  0.667088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by craig zobel
Start Entity:     Craig Zobel
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Craig Zobel --[(INV) written_by]--> Great World of Sound --[has_genre]--> Comedy
Path (Raw):       Craig Zobel --[No Operation]--> Craig Zobel --[(INV) written_by]--> Great World of Sound --[has_genre]--> Comedy
Neg LogProb(↓):   0.015765
Path Entropy(↓):  0.080554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed good people
Start Entity:     Good People
Gold Answer:      [['Henrik Ruben Genz', 'Erling Jepsen']]
Predicted Ans:    Kelly Masterson
Predicted Path:   Good People --[directed_by]--> Henrik Ruben Genz --[(INV) directed_by]--> Good People --[written_by]--> Kelly Masterson
Path (Raw):       Good People --[directed_by]--> Henrik Ruben Genz --[(INV) directed_by]--> Good People --[written_by]--> Kelly Masterson
Neg LogProb(↓):   0.541305
Path Entropy(↓):  0.689073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films acted by agathe de la boulaye
Start Entity:     Agathe de La Boulaye
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Agathe de La Boulaye --[(INV) starred_actors]--> The Girl --[in_language]--> French
Path (Raw):       Agathe de La Boulaye --[No Operation]--> Agathe de La Boulaye --[(INV) starred_actors]--> The Girl --[in_language]--> French
Neg LogProb(↓):   0.000491
Path Entropy(↓):  0.004233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter irving ravetch co - wrote films with who
Start Entity:     Irving Ravetch
Gold Answer:      [['William Dale Jennings', 'Harriet Frank Jr.', 'Max Schott', 'William Faulkner', 'Larry McMurtry']]
Predicted Ans:    Irving Ravetch
Predicted Path:   Irving Ravetch --[(INV) written_by]--> Hud --[written_by]--> Irving Ravetch
Path (Raw):       Irving Ravetch --[No Operation]--> Irving Ravetch --[(INV) written_by]--> Hud --[written_by]--> Irving Ravetch
Neg LogProb(↓):   0.006909
Path Entropy(↓):  0.046428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share writers with the movie just imagine were in which genres
Start Entity:     Just Imagine
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Just Imagine --[written_by]--> David Butler --[(INV) written_by]--> Just Imagine --[has_genre]--> Comedy
Path (Raw):       Just Imagine --[written_by]--> David Butler --[(INV) written_by]--> Just Imagine --[has_genre]--> Comedy
Neg LogProb(↓):   0.550333
Path Entropy(↓):  0.739435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by simon andreu were written by who
Start Entity:     Simón Andreu
Gold Answer:      [['Vicente Aranda', 'Sheridan Le Fanu']]
Predicted Ans:    Sheridan Le Fanu
Predicted Path:   Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[written_by]--> Sheridan Le Fanu
Path (Raw):       Simón Andreu --[No Operation]--> Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[written_by]--> Sheridan Le Fanu
Neg LogProb(↓):   0.100648
Path Entropy(↓):  0.315639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie confessions were in which languages
Start Entity:     Confessions
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Confessions --[written_by]--> Tetsuya Nakashima --[(INV) written_by]--> The World of Kanako --[in_language]--> Japanese
Path (Raw):       Confessions --[written_by]--> Tetsuya Nakashima --[(INV) written_by]--> The World of Kanako --[in_language]--> Japanese
Neg LogProb(↓):   0.009757
Path Entropy(↓):  0.064579
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed paradise
Start Entity:     Paradise
Gold Answer:      [['1997', '2010', '2004']]
Predicted Ans:    2013
Predicted Path:   Paradise --[directed_by]--> Mary Agnes Donoghue --[(INV) directed_by]--> Paradise --[release_year]--> 2013
Path (Raw):       Paradise --[directed_by]--> Mary Agnes Donoghue --[(INV) directed_by]--> Paradise --[release_year]--> 2013
Neg LogProb(↓):   0.646791
Path Entropy(↓):  0.918539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in what lies beneath
Start Entity:     What Lies Beneath
Gold Answer:      [['Michelle Pfeiffer']]
Predicted Ans:    Michelle Pfeiffer
Predicted Path:   What Lies Beneath --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Dangerous Minds --[starred_actors]--> Michelle Pfeiffer
Path (Raw):       What Lies Beneath --[starred_actors]--> Michelle Pfeiffer --[(INV) starred_actors]--> Dangerous Minds --[starred_actors]--> Michelle Pfeiffer
Neg LogProb(↓):   0.694758
Path Entropy(↓):  0.751312
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by higher learning screenwriters
Start Entity:     Higher Learning
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Crime', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Higher Learning --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[has_genre]--> Drama
Path (Raw):       Higher Learning --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[has_genre]--> Drama
Neg LogProb(↓):   0.054890
Path Entropy(↓):  0.238889
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the life aquatic with steve zissou
Start Entity:     The Life Aquatic with Steve Zissou
Gold Answer:      [['Jason Schwartzman', 'Roald Dahl', 'Owen Wilson', 'Stefan Zweig', 'Wes Anderson', 'Roman Coppola']]
Predicted Ans:    Wes Anderson
Predicted Path:   The Life Aquatic with Steve Zissou --[directed_by]--> Wes Anderson --[(INV) directed_by]--> Fantastic Mr. Fox --[written_by]--> Wes Anderson
Path (Raw):       The Life Aquatic with Steve Zissou --[directed_by]--> Wes Anderson --[(INV) directed_by]--> Fantastic Mr. Fox --[written_by]--> Wes Anderson
Neg LogProb(↓):   0.917205
Path Entropy(↓):  1.880331
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film interiors
Start Entity:     Interiors
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '2014', '1983', '1995', '1971', '2001', '1990', '1989', '1996', '2002', '2012', '2011', '1986', '2013', '1988', '2000', '1997', '1975', '1966', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1987
Predicted Path:   Interiors --[directed_by]--> Woody Allen --[(INV) directed_by]--> Radio Days --[release_year]--> 1987
Path (Raw):       Interiors --[directed_by]--> Woody Allen --[(INV) directed_by]--> Radio Days --[release_year]--> 1987
Neg LogProb(↓):   2.155992
Path Entropy(↓):  3.248877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sridevi were written by who
Start Entity:     Sridevi
Gold Answer:      [['Gauri Shinde']]
Predicted Ans:    Gauri Shinde
Predicted Path:   Sridevi --[(INV) starred_actors]--> English Vinglish --[written_by]--> Gauri Shinde
Path (Raw):       Sridevi --[No Operation]--> Sridevi --[(INV) starred_actors]--> English Vinglish --[written_by]--> Gauri Shinde
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film centurion
Start Entity:     Centurion
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Centurion --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Centurion --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.542681
Path Entropy(↓):  2.935351
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote killers
Start Entity:     Killers
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Killers --[written_by]--> Timo Tjahjanto --[(INV) written_by]--> V/H/S/2 --[release_year]--> 2013
Path (Raw):       Killers --[written_by]--> Timo Tjahjanto --[(INV) written_by]--> V/H/S/2 --[release_year]--> 2013
Neg LogProb(↓):   0.022186
Path Entropy(↓):  0.106030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did drew barrymore direct
Start Entity:     Drew Barrymore
Gold Answer:      [['Whip It']]
Predicted Ans:    Whip It
Predicted Path:   Drew Barrymore --[(INV) directed_by]--> Whip It --[directed_by]--> Drew Barrymore --[(INV) directed_by]--> Whip It
Path (Raw):       Drew Barrymore --[(INV) directed_by]--> Whip It --[directed_by]--> Drew Barrymore --[(INV) directed_by]--> Whip It
Neg LogProb(↓):   0.002944
Path Entropy(↓):  0.026012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by w. w. vought
Start Entity:     W.W. Vought
Gold Answer:      [['John Irvin']]
Predicted Ans:    John Irvin
Predicted Path:   W.W. Vought --[(INV) written_by]--> When Trumpets Fade --[directed_by]--> John Irvin
Path (Raw):       W.W. Vought --[No Operation]--> W.W. Vought --[(INV) written_by]--> When Trumpets Fade --[directed_by]--> John Irvin
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by kim mordaunt release
Start Entity:     Kim Mordaunt
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Kim Mordaunt --[(INV) directed_by]--> The Rocket --[release_year]--> 2013
Path (Raw):       Kim Mordaunt --[No Operation]--> Kim Mordaunt --[(INV) directed_by]--> The Rocket --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of tea for two
Start Entity:     Tea for Two
Gold Answer:      [['Leo McCarey', 'Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Tea for Two --[written_by]--> Harry Clork --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Tea for Two --[written_by]--> Harry Clork --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.013925
Path Entropy(↓):  0.082895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by dejan dukovski were released in which years
Start Entity:     Dejan Dukovski
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Dejan Dukovski --[(INV) written_by]--> Cabaret Balkan --[release_year]--> 1998
Path (Raw):       Dejan Dukovski --[No Operation]--> Dejan Dukovski --[(INV) written_by]--> Cabaret Balkan --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote satanas
Start Entity:     Satanás
Gold Answer:      [['Mario Mendoza']]
Predicted Ans:    Mario Mendoza
Predicted Path:   Satanás --[written_by]--> Mario Mendoza --[(INV) written_by]--> Satanás --[written_by]--> Mario Mendoza
Path (Raw):       Satanás --[written_by]--> Mario Mendoza --[(INV) written_by]--> Satanás --[written_by]--> Mario Mendoza
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with prison in
Start Entity:     Prison
Gold Answer:      [['Swedish', 'English', 'German']]
Predicted Ans:    Swedish
Predicted Path:   Prison --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[in_language]--> Swedish
Path (Raw):       Prison --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[in_language]--> Swedish
Neg LogProb(↓):   0.821319
Path Entropy(↓):  1.447156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in edward ii
Start Entity:     Edward II
Gold Answer:      [['Steven Waddington', 'Andrew Tiernan']]
Predicted Ans:    Steven Waddington
Predicted Path:   Edward II --[starred_actors]--> Steven Waddington --[(INV) starred_actors]--> Edward II --[starred_actors]--> Steven Waddington
Path (Raw):       Edward II --[starred_actors]--> Steven Waddington --[(INV) starred_actors]--> Edward II --[starred_actors]--> Steven Waddington
Neg LogProb(↓):   0.491685
Path Entropy(↓):  1.216402
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in if you could see what i hear
Start Entity:     If You Could See What I Hear
Gold Answer:      [['Marc Singer', 'Shari Belafonte']]
Predicted Ans:    Marc Singer
Predicted Path:   If You Could See What I Hear --[starred_actors]--> Marc Singer --[(INV) starred_actors]--> House Hunting --[starred_actors]--> Marc Singer
Path (Raw):       If You Could See What I Hear --[starred_actors]--> Marc Singer --[(INV) starred_actors]--> House Hunting --[starred_actors]--> Marc Singer
Neg LogProb(↓):   0.444918
Path Entropy(↓):  0.936473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does candace cameron bure star in
Start Entity:     Candace Cameron Bure
Gold Answer:      [['She Cried No']]
Predicted Ans:    She Cried No
Predicted Path:   Candace Cameron Bure --[(INV) starred_actors]--> She Cried No --[starred_actors]--> Candace Cameron Bure --[(INV) starred_actors]--> She Cried No
Path (Raw):       Candace Cameron Bure --[(INV) starred_actors]--> She Cried No --[starred_actors]--> Candace Cameron Bure --[(INV) starred_actors]--> She Cried No
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed cactus flower
Start Entity:     Cactus Flower
Gold Answer:      [['1986', '1968', '1967']]
Predicted Ans:    1986
Predicted Path:   Cactus Flower --[directed_by]--> Gene Saks --[(INV) directed_by]--> Brighton Beach Memoirs --[release_year]--> 1986
Path (Raw):       Cactus Flower --[directed_by]--> Gene Saks --[(INV) directed_by]--> Brighton Beach Memoirs --[release_year]--> 1986
Neg LogProb(↓):   0.841969
Path Entropy(↓):  1.241885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of john murlowski written movies
Start Entity:     John Murlowski
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   John Murlowski --[(INV) written_by]--> Black Cadillac --[release_year]--> 2003
Path (Raw):       John Murlowski --[No Operation]--> John Murlowski --[(INV) written_by]--> Black Cadillac --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of american gothic is also the director of which films
Start Entity:     American Gothic
Gold Answer:      [['Escape to Witch Mountain', 'Brass Target', 'The Incubus', 'The Legend of Hell House']]
Predicted Ans:    The Incubus
Predicted Path:   American Gothic --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus
Path (Raw):       American Gothic --[directed_by]--> John Hough --[(INV) directed_by]--> The Incubus --[No Operation]--> The Incubus
Neg LogProb(↓):   0.111751
Path Entropy(↓):  0.413491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by jane cowl
Start Entity:     Jane Cowl
Gold Answer:      [['Norma Shearer', 'Leslie Howard', 'Fredric March']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Jane Cowl --[(INV) starred_actors]--> No Man of Her Own --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Jane Cowl --[No Operation]--> Jane Cowl --[(INV) starred_actors]--> No Man of Her Own --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.603844
Path Entropy(↓):  1.254472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by sergiu nicolaescu
Start Entity:     Sergiu Nicolaescu
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    War
Predicted Path:   Sergiu Nicolaescu --[(INV) directed_by]--> Then I Sentenced Them All to Death --[has_genre]--> War
Path (Raw):       Sergiu Nicolaescu --[No Operation]--> Sergiu Nicolaescu --[(INV) directed_by]--> Then I Sentenced Them All to Death --[has_genre]--> War
Neg LogProb(↓):   0.025278
Path Entropy(↓):  0.134061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by commune actors
Start Entity:     Commune
Gold Answer:      [['James Fox', 'Roman Polanski', 'Richard Marquand', 'Robert Sarkies', 'Dennis Hopper', 'Steven Spielberg']]
Predicted Ans:    Roman Polanski
Predicted Path:   Commune --[starred_actors]--> Peter Coyote --[(INV) starred_actors]--> Bitter Moon --[directed_by]--> Roman Polanski
Path (Raw):       Commune --[starred_actors]--> Peter Coyote --[(INV) starred_actors]--> Bitter Moon --[directed_by]--> Roman Polanski
Neg LogProb(↓):   0.276872
Path Entropy(↓):  0.592116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is for a good time, call...
Start Entity:     For a Good Time, Call...
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   For a Good Time, Call... --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       For a Good Time, Call... --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.461403
Path Entropy(↓):  4.556465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was lewis r. foster the director of
Start Entity:     Lewis R. Foster
Gold Answer:      [['The Last Outpost']]
Predicted Ans:    The Last Outpost
Predicted Path:   Lewis R. Foster --[(INV) directed_by]--> The Last Outpost --[directed_by]--> Lewis R. Foster --[(INV) directed_by]--> The Last Outpost
Path (Raw):       Lewis R. Foster --[(INV) directed_by]--> The Last Outpost --[directed_by]--> Lewis R. Foster --[(INV) directed_by]--> The Last Outpost
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote flight of fury
Start Entity:     Flight of Fury
Gold Answer:      [['Steven Seagal', 'Joe Halpin']]
Predicted Ans:    Joe Halpin
Predicted Path:   Flight of Fury --[written_by]--> Joe Halpin --[(INV) written_by]--> Flight of Fury --[written_by]--> Joe Halpin
Path (Raw):       Flight of Fury --[written_by]--> Joe Halpin --[(INV) written_by]--> Flight of Fury --[written_by]--> Joe Halpin
Neg LogProb(↓):   0.058275
Path Entropy(↓):  0.219704
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of green lantern also starred in which films
Start Entity:     Green Lantern
Gold Answer:      [['Turbo', 'Foolproof', 'Orphan', 'The Sisterhood of the Traveling Pants 2', 'The Voices', 'The Proposal', 'The Center of the World', "Boys Don't Cry", 'Kinsey', 'RocknRolla', 'Definitely, Maybe', 'The Skeleton Key', 'Sherlock Holmes', 'Waiting...', 'Welcome to the Punch', 'Before I Go to Sleep', 'Savages', 'Flightplan', 'Body of Lies', 'Emma', 'Fireflies in the Garden', 'Just Friends', 'Empire', 'Endgame', 'Safe House', 'The Nines', 'Buried', 'The Change-Up', 'R.I.P.D.', 'Buying the Cow', 'The Croods', 'Jarhead', 'Mississippi Grind', 'Closer to the Moon', 'Night Moves', 'Tinker Tailor Soldier Spy', "Smokin' Aces", 'Chaos Theory', 'Shattered Glass', 'Day of the Falcon', 'The Mysteries of Pittsburgh', 'Lovelace']]
Predicted Ans:    R.I.P.D.
Predicted Path:   Green Lantern --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> R.I.P.D.
Path (Raw):       Green Lantern --[starred_actors]--> Ryan Reynolds --[No Operation]--> Ryan Reynolds --[(INV) starred_actors]--> R.I.P.D.
Neg LogProb(↓):   0.621172
Path Entropy(↓):  1.721275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by denzel washington in
Start Entity:     Denzel Washington
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Denzel Washington --[(INV) directed_by]--> The Great Debaters --[has_genre]--> Drama
Path (Raw):       Denzel Washington --[No Operation]--> Denzel Washington --[(INV) directed_by]--> The Great Debaters --[has_genre]--> Drama
Neg LogProb(↓):   0.000609
Path Entropy(↓):  0.005167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by running with scissors actors
Start Entity:     Running with Scissors
Gold Answer:      [['Jag Mundhra', 'Stephen Frears', 'Glenn Gordon Caron', 'Wolfgang Petersen', 'Mike Nichols', 'Edward Zwick', 'Michael Mann', 'Dagur Kári', 'Régis Wargnier', 'Shekhar Kapur', 'Rodrigo García', 'Arie Posin', 'Guy Green', 'Sam Mendes', 'Lisa Cholodenko', 'Barry Levinson', 'István Szabó', 'Robert Redford', 'Milcho Manchevski', 'Fredrik Bond', 'Mike Cahill', 'Julie Taymor', 'Barry W. Blaustein', 'Gillies MacKinnon', 'Vadim Perelman', 'Bernardo Bertolucci', 'Neil Jordan', 'Laurence Olivier', 'Kevin Costner', 'Howard Deutch', 'Paul Schrader', 'Leo McCarey', 'Rupert Wyatt', 'Eugene Jarecki', 'Andrew Fleming', 'Darren Aronofsky', 'Catherine Hardwicke', 'Tim Burton', 'John Gray', 'Paul Greengrass', 'Timothy Hutton', 'Irwin Winkler', 'Barbet Schroeder', 'Robert Pulcini', 'Shari Springer Berman', 'Jonathan English', 'Rob Reiner', 'Marcos Siega']]
Predicted Ans:    Régis Wargnier
Predicted Path:   Running with Scissors --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Man to Man --[directed_by]--> Régis Wargnier
Path (Raw):       Running with Scissors --[starred_actors]--> Joseph Fiennes --[(INV) starred_actors]--> Man to Man --[directed_by]--> Régis Wargnier
Neg LogProb(↓):   0.395191
Path Entropy(↓):  0.742727
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film oh, god! you devil were in which genres
Start Entity:     Oh, God! You Devil
Gold Answer:      [['Documentary', 'Western', 'Musical', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Oh, God! You Devil --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[has_genre]--> Action
Path (Raw):       Oh, God! You Devil --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[has_genre]--> Action
Neg LogProb(↓):   0.045780
Path Entropy(↓):  0.212156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie gentlemen broncos, when was it released
Start Entity:     Gentlemen Broncos
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Gentlemen Broncos --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       Gentlemen Broncos --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.430275
Path Entropy(↓):  4.634571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the indian runner
Start Entity:     The Indian Runner
Gold Answer:      [['Anjelica Huston', 'Marcia Gay Harden', 'David Morse', 'Emile Hirsch', 'Benicio Del Toro', 'William Hurt', 'Jack Nicholson', 'Robin Wright']]
Predicted Ans:    Benicio Del Toro
Predicted Path:   The Indian Runner --[directed_by]--> Sean Penn --[(INV) directed_by]--> The Pledge --[starred_actors]--> Benicio Del Toro
Path (Raw):       The Indian Runner --[directed_by]--> Sean Penn --[(INV) directed_by]--> The Pledge --[starred_actors]--> Benicio Del Toro
Neg LogProb(↓):   0.027816
Path Entropy(↓):  0.135518
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of a tale of two cities
Start Entity:     A Tale of Two Cities
Gold Answer:      [['Jean Vander Pyl', 'Tim Curry', 'Ralph Fiennes', 'Michael Caine', 'Michael Richards', 'Richard E. Grant', 'Ethan Hawke', 'Jim Carrey', 'Chris Cooper', 'Karen Allen', 'Jim Backus', 'Whoopi Goldberg', 'Patrick Stewart', 'Gwyneth Paltrow', 'John Mills', 'Joan Greenwood', 'Michael York', 'Kay Walsh', 'Bill Murray', 'Valerie Hobson', 'Albert Finney', 'Alec Guinness', 'George C. Scott', 'Jean Simmons', 'Reginald Owen', 'John Forsythe', 'Jack Cassidy', 'Morey Amsterdam', 'Derek Jacobi', 'Max Wall']]
Predicted Ans:    George C. Scott
Predicted Path:   A Tale of Two Cities --[written_by]--> Charles Dickens --[(INV) written_by]--> Oliver Twist --[starred_actors]--> George C. Scott
Path (Raw):       A Tale of Two Cities --[written_by]--> Charles Dickens --[(INV) written_by]--> Oliver Twist --[starred_actors]--> George C. Scott
Neg LogProb(↓):   2.073151
Path Entropy(↓):  2.757761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was harry hill an actor in
Start Entity:     Harry Hill
Gold Answer:      [['The Harry Hill Movie']]
Predicted Ans:    The Harry Hill Movie
Predicted Path:   Harry Hill --[(INV) starred_actors]--> The Harry Hill Movie --[starred_actors]--> Harry Hill --[(INV) starred_actors]--> The Harry Hill Movie
Path (Raw):       Harry Hill --[(INV) starred_actors]--> The Harry Hill Movie --[starred_actors]--> Harry Hill --[(INV) starred_actors]--> The Harry Hill Movie
Neg LogProb(↓):   0.002674
Path Entropy(↓):  0.018582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing pk
Start Entity:     PK
Gold Answer:      [['god', 'comedy', 'rajkumar hirani', 'aamir khan']]
Predicted Ans:    comedy
Predicted Path:   PK --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       PK --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.732809
Path Entropy(↓):  1.156784
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by william frawley release
Start Entity:     William Frawley
Gold Answer:      [['1939', '1944', '1960', '1936', '1945', '1937']]
Predicted Ans:    1945
Predicted Path:   William Frawley --[(INV) starred_actors]--> Flame of Barbary Coast --[release_year]--> 1945
Path (Raw):       William Frawley --[No Operation]--> William Frawley --[(INV) starred_actors]--> Flame of Barbary Coast --[release_year]--> 1945
Neg LogProb(↓):   0.514861
Path Entropy(↓):  0.979618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the guns of fort petticoat also appears in which movies
Start Entity:     The Guns of Fort Petticoat
Gold Answer:      [['Kansas Raiders', 'Bullet for a Badman', 'Night Passage', 'The Duel at Silver Creek', 'The Unforgiven', 'Seven Ways from Sundown', 'The Red Badge of Courage', 'No Name on the Bullet', 'The Quiet American', 'The Cimarron Kid', 'Arizona Raiders', '40 Guns to Apache Pass', 'Bad Boy', 'To Hell and Back']]
Predicted Ans:    The Quiet American
Predicted Path:   The Guns of Fort Petticoat --[starred_actors]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American
Path (Raw):       The Guns of Fort Petticoat --[starred_actors]--> Audie Murphy --[No Operation]--> Audie Murphy --[(INV) starred_actors]--> The Quiet American
Neg LogProb(↓):   0.037040
Path Entropy(↓):  0.218688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of battle cry were directed by who
Start Entity:     Battle Cry
Gold Answer:      [['John Sturges', 'Otto Preminger', 'Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Battle Cry --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz --[directed_by]--> Alfred Hitchcock
Path (Raw):       Battle Cry --[written_by]--> Leon Uris --[(INV) written_by]--> Topaz --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.032506
Path Entropy(↓):  0.162072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the chorus
Start Entity:     The Chorus
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Chorus --[starred_actors]--> François Berléand --[(INV) starred_actors]--> The Chorus --[in_language]--> French
Path (Raw):       The Chorus --[starred_actors]--> François Berléand --[(INV) starred_actors]--> The Chorus --[in_language]--> French
Neg LogProb(↓):   0.474081
Path Entropy(↓):  0.662849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of hot tub time machine
Start Entity:     Hot Tub Time Machine
Gold Answer:      [['In a World...', 'Drive Hard', 'Say Anything...', 'One Crazy Summer', 'Anastasia', 'The Paperboy', 'City Hall', 'Escape from Planet Earth', 'Igor', 'Hot Tub Time Machine 2', 'High Fidelity', 'Grosse Pointe Blank', 'Floundering', 'Hot Pursuit', 'Grace Is Gone', 'True Colors', 'Sex Tape', 'Pushing Tin', 'Sex Drive', 'Identity', 'The Sure Thing', 'The Grifters', 'The Raven', 'Being John Malkovich', 'Maps to the Stars', 'Must Love Dogs', 'Shanghai', 'War, Inc.', 'Money for Nothing', 'Midnight in the Garden of Good and Evil', "America's Sweethearts", 'The Road to Wellville', 'The Numbers Station', 'Martian Child', 'The Journey of Natty Gann', '2012', 'Grand Piano', 'Serendipity', 'Rapture-Palooza', 'The Factory', 'Tapeheads', 'The Frozen Ground', 'The Contract', '1408', 'Runaway Jury', 'The Bag Man', 'Hell Baby', 'The Ice Harvest']]
Predicted Ans:    The Raven
Predicted Path:   Hot Tub Time Machine --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven
Path (Raw):       Hot Tub Time Machine --[starred_actors]--> John Cusack --[No Operation]--> John Cusack --[(INV) starred_actors]--> The Raven
Neg LogProb(↓):   1.478094
Path Entropy(↓):  2.528461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by fran walsh
Start Entity:     Fran Walsh
Gold Answer:      [['Peter Jackson']]
Predicted Ans:    Peter Jackson
Predicted Path:   Fran Walsh --[(INV) written_by]--> Heavenly Creatures --[directed_by]--> Peter Jackson
Path (Raw):       Fran Walsh --[No Operation]--> Fran Walsh --[(INV) written_by]--> Heavenly Creatures --[directed_by]--> Peter Jackson
Neg LogProb(↓):   0.818006
Path Entropy(↓):  0.989598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about historic
Start Entity:     historic
Gold Answer:      [['Forrest Gump', "The King's Speech", 'Apocalypto']]
Predicted Ans:    Apocalypto
Predicted Path:   historic --[(INV) has_tags]--> Apocalypto --[has_tags]--> subtitles --[(INV) has_tags]--> Apocalypto
Path (Raw):       historic --[(INV) has_tags]--> Apocalypto --[has_tags]--> subtitles --[(INV) has_tags]--> Apocalypto
Neg LogProb(↓):   0.032876
Path Entropy(↓):  0.180552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film calling dr. gillespie
Start Entity:     Calling Dr. Gillespie
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Calling Dr. Gillespie --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Calling Dr. Gillespie --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.541839
Path Entropy(↓):  4.698072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with captivity fall under
Start Entity:     Captivity
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Captivity --[written_by]--> Larry Cohen --[(INV) written_by]--> The Stuff --[has_genre]--> Horror
Path (Raw):       Captivity --[written_by]--> Larry Cohen --[(INV) written_by]--> The Stuff --[has_genre]--> Horror
Neg LogProb(↓):   1.179775
Path Entropy(↓):  1.729628
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with delores taylor
Start Entity:     Delores Taylor
Gold Answer:      [['Tom Laughlin']]
Predicted Ans:    Tom Laughlin
Predicted Path:   Delores Taylor --[(INV) starred_actors]--> The Trial of Billy Jack --[starred_actors]--> Tom Laughlin
Path (Raw):       Delores Taylor --[No Operation]--> Delores Taylor --[(INV) starred_actors]--> The Trial of Billy Jack --[starred_actors]--> Tom Laughlin
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by cherish lee were written by who
Start Entity:     Cherish Lee
Gold Answer:      [['Michael Feifer']]
Predicted Ans:    Michael Feifer
Predicted Path:   Cherish Lee --[(INV) starred_actors]--> Grim Reaper --[written_by]--> Michael Feifer
Path (Raw):       Cherish Lee --[No Operation]--> Cherish Lee --[(INV) starred_actors]--> Grim Reaper --[written_by]--> Michael Feifer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film invisible stripes were in which genres
Start Entity:     Invisible Stripes
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Invisible Stripes --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Path (Raw):       Invisible Stripes --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Neg LogProb(↓):   0.844237
Path Entropy(↓):  1.607194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of brotherhood of the wolf
Start Entity:     Brotherhood of the Wolf
Gold Answer:      [['Beauty and the Beast', 'Crying Freeman']]
Predicted Ans:    Beauty and the Beast
Predicted Path:   Brotherhood of the Wolf --[written_by]--> Christophe Gans --[(INV) written_by]--> Beauty and the Beast
Path (Raw):       Brotherhood of the Wolf --[written_by]--> Christophe Gans --[(INV) written_by]--> Beauty and the Beast --[No Operation]--> Beauty and the Beast
Neg LogProb(↓):   0.002237
Path Entropy(↓):  0.017845
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in the hours also appears in which movies
Start Entity:     The Hours
Gold Answer:      [['Birthday Girl', 'The Human Stain', 'Eye for an Eye', 'Batman Forever', 'Bewitched', 'The Shipping News', 'The River Wild', 'Paris Trout', 'The Stepford Wives', "That's What I Am", 'Rabbit Hole', 'Out of Africa', 'Moulin Rouge!', 'Practical Magic', 'One True Thing', 'The Devil Wears Prada', 'Before and After', 'The Seduction of Joe Tynan', 'Dogville', 'Birth', 'Don Jon', 'Just Go with It', 'Laws of Attraction', 'Phantom', 'Sweet Dreams', 'The End of the Affair', "The French Lieutenant's Woman", 'A Beautiful Mind', 'Plenty', 'The Big Lebowski', "It's Complicated", 'Rendition', 'Run All Night', 'Alamo Bay', 'The Paperboy', "Marvin's Room", 'The Face of Love', 'Billy Bathgate', 'Sweetwater', 'Places in the Heart', 'Doubt', 'Pollock', 'Nixon', "Sophie's Choice", 'State of Grace', "The Gun in Betty Lou's Handbag", 'Hope Springs', 'Cast a Deadly Spell', 'Maps to the Stars', 'Dead Calm', 'The English Teacher', 'The Giver', 'The Iron Lady', 'Evolution', 'Stoker', 'Jacknife', 'The Rock', 'The Portrait of a Lady', 'Enemy at the Gates', 'Riders of the Purple Sage', 'Fantastic Mr. Fox', 'Cleaner', 'Still Alice', 'The Interpreter', 'Malice', 'Virginia', 'Lions for Lambs', 'The Peacemaker', 'Being Flynn', 'Roommates', 'Milk Money', 'Game Change', 'Dark Matter', 'The Living Sea', 'Far and Away', 'What Maisie Knew', 'The Bridges of Madison County', 'Assassins', 'My Life', 'The Right Stuff', 'The Abyss', 'Radio', 'Needful Things', 'Dancing at Lughnasa', 'Death Becomes Her', 'Still of the Night', 'Prime', 'Ironweed', 'Walker', 'The Ant Bully', 'Non-Stop', 'Nine', 'The Invasion', 'The Way Back', 'Buffalo Soldiers', 'China Moon', 'Freedomland', 'To Die For', 'Savage Grace', 'Cold Mountain', 'Nine Months', 'Falling in Love', 'Flirting', 'Before I Go to Sleep', 'Heartburn', 'Carrie', 'Marie and Bruce', 'Trespass', 'Far from Heaven', 'Postcards from the Edge', 'Days of Thunder', 'Stepmom', 'The Prize Winner of Defiance, Ohio', 'The Golden Compass', 'Absolute Power', 'Trust the Man', 'The Forgotten', 'Grace of Monaco', 'Snowpiercer', 'Next', 'Seventh Son', 'Hannibal', 'Chloe', 'To Kill a Priest', 'The Others', "Cookie's Fortune", 'Music of the Heart', 'She-Devil']]
Predicted Ans:    Sophie's Choice
Predicted Path:   The Hours --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice
Path (Raw):       The Hours --[starred_actors]--> Meryl Streep --[No Operation]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice
Neg LogProb(↓):   1.339188
Path Entropy(↓):  2.497016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of the chatterley affair
Start Entity:     The Chatterley Affair
Gold Answer:      [['Andrew Davies']]
Predicted Ans:    Andrew Davies
Predicted Path:   The Chatterley Affair --[written_by]--> Andrew Davies --[(INV) written_by]--> The Chatterley Affair --[written_by]--> Andrew Davies
Path (Raw):       The Chatterley Affair --[written_by]--> Andrew Davies --[(INV) written_by]--> The Chatterley Affair --[written_by]--> Andrew Davies
Neg LogProb(↓):   0.109839
Path Entropy(↓):  0.465246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of valentino
Start Entity:     Valentino
Gold Answer:      [['The Boy Friend', 'Mahler', 'Lisztomania', 'Whore', 'The Lair of the White Worm', 'Tommy', 'The Devils', "Salome's Last Dance"]]
Predicted Ans:    Lisztomania
Predicted Path:   Valentino --[written_by]--> Ken Russell --[(INV) written_by]--> Lisztomania
Path (Raw):       Valentino --[written_by]--> Ken Russell --[(INV) written_by]--> Lisztomania --[No Operation]--> Lisztomania
Neg LogProb(↓):   0.953329
Path Entropy(↓):  1.394843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the border
Start Entity:     The Border
Gold Answer:      [['Philip Kaufman', 'Joseph L. Mankiewicz', 'Max Nosseck', 'Arthur Hiller', 'Mike Nichols', 'Tay Garnett', 'Ivan Reitman', 'John Huston', 'James Mangold', 'Spike Lee', 'Martin Scorsese', 'John Milius', 'Jack Nicholson', 'Bob Rafelson', 'Bud Yorkin', 'Alexander Payne', 'Quentin Tarantino', 'Peter Fonda', 'Jonathan Mostow', 'Nicolas Roeg', 'Barry Levinson', 'James Toback', 'Sean Penn', 'Robert Altman', 'William Friedkin', 'Roman Polanski', 'István Szabó', 'Jim Wilson', 'Stanley Kubrick', 'Henry Jaglom', 'James L. Brooks', 'Abel Ferrara', 'Hal Ashby', 'Nancy Meyers', 'John Barry', 'Danny DeVito', 'Richard Rush', 'Stanley Donen', 'George Miller', 'Brad Mirman', 'Paul Schrader', 'Brett Ratner', 'Wayne Wang', 'Jonathan Sobol', 'Tim Burton', 'Peter Segal', 'Michelangelo Antonioni', 'Arthur Penn', 'Norman Jewison', "Pat O'Connor", 'Anthony Drazan', 'Terrence Malick', 'Paul Auster', 'Sam Peckinpah', 'Franck Khalfoun', 'Monte Hellman', 'John Irvin', 'Jane Campion', 'Brian De Palma', 'Rob Reiner', 'Burt Kennedy']]
Predicted Ans:    James Toback
Predicted Path:   The Border --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed --[directed_by]--> James Toback
Path (Raw):       The Border --[starred_actors]--> Harvey Keitel --[(INV) starred_actors]--> Exposed --[directed_by]--> James Toback
Neg LogProb(↓):   0.259876
Path Entropy(↓):  0.959830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie zulu dawn were in which genres
Start Entity:     Zulu Dawn
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Zulu Dawn --[directed_by]--> Douglas Hickox --[(INV) directed_by]--> Theatre of Blood --[has_genre]--> Horror
Path (Raw):       Zulu Dawn --[directed_by]--> Douglas Hickox --[(INV) directed_by]--> Theatre of Blood --[has_genre]--> Horror
Neg LogProb(↓):   0.107530
Path Entropy(↓):  0.355025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by saladin k. patterson were released in which years
Start Entity:     Saladin K. Patterson
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Saladin K. Patterson --[(INV) written_by]--> The Fighting Temptations --[release_year]--> 2003
Path (Raw):       Saladin K. Patterson --[No Operation]--> Saladin K. Patterson --[(INV) written_by]--> The Fighting Temptations --[release_year]--> 2003
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by anders morgenthaler in
Start Entity:     Anders Morgenthaler
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Anders Morgenthaler --[(INV) directed_by]--> Princess --[in_language]--> Danish
Path (Raw):       Anders Morgenthaler --[No Operation]--> Anders Morgenthaler --[(INV) directed_by]--> Princess --[in_language]--> Danish
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the perfect game
Start Entity:     The Perfect Game
Gold Answer:      [['2000', '1997', '2009', '1991', '2006', '1987']]
Predicted Ans:    1997
Predicted Path:   The Perfect Game --[directed_by]--> William Dear --[(INV) directed_by]--> Wild America --[release_year]--> 1997
Path (Raw):       The Perfect Game --[directed_by]--> William Dear --[(INV) directed_by]--> Wild America --[release_year]--> 1997
Neg LogProb(↓):   1.020080
Path Entropy(↓):  1.444042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed my man godfrey
Start Entity:     My Man Godfrey
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   My Man Godfrey --[directed_by]--> Henry Koster --[(INV) directed_by]--> First Love --[in_language]--> Italian
Path (Raw):       My Man Godfrey --[directed_by]--> Henry Koster --[(INV) directed_by]--> First Love --[in_language]--> Italian
Neg LogProb(↓):   0.232142
Path Entropy(↓):  0.510637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie boy on a dolphin
Start Entity:     Boy on a Dolphin
Gold Answer:      [['David Divine', 'Dwight Taylor', 'Ivan Moffat']]
Predicted Ans:    Ivan Moffat
Predicted Path:   Boy on a Dolphin --[written_by]--> David Divine --[(INV) written_by]--> Boy on a Dolphin --[written_by]--> Ivan Moffat
Path (Raw):       Boy on a Dolphin --[written_by]--> David Divine --[(INV) written_by]--> Boy on a Dolphin --[written_by]--> Ivan Moffat
Neg LogProb(↓):   0.757821
Path Entropy(↓):  1.197787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in nekromantik
Start Entity:     Nekromantik
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Nekromantik --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Path (Raw):       Nekromantik --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   1.428227
Path Entropy(↓):  2.097120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the pixar story was
Start Entity:     The Pixar Story
Gold Answer:      [['Leslie Iwerks']]
Predicted Ans:    Leslie Iwerks
Predicted Path:   The Pixar Story --[directed_by]--> Leslie Iwerks --[(INV) directed_by]--> The Pixar Story --[directed_by]--> Leslie Iwerks
Path (Raw):       The Pixar Story --[directed_by]--> Leslie Iwerks --[(INV) directed_by]--> The Pixar Story --[directed_by]--> Leslie Iwerks
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in orphan also appears in which movies
Start Entity:     Orphan
Gold Answer:      [['Hounddog', 'Green Lantern', "Boys Don't Cry", 'Kinsey', 'Dummy', 'The Center of the World', 'The Judge', 'The Skeleton Key', 'Flightplan', 'Goats', 'Empire', 'The Conjuring', 'Jarhead', 'Down to the Bone', 'Joshua', 'At Middleton', 'Closer to the Moon', 'Night Moves', 'Higher Ground', 'Source Code', 'Shattered Glass', 'The Mysteries of Pittsburgh', 'Lovelace']]
Predicted Ans:    Dummy
Predicted Path:   Orphan --[starred_actors]--> Vera Farmiga --[(INV) starred_actors]--> Dummy
Path (Raw):       Orphan --[starred_actors]--> Vera Farmiga --[No Operation]--> Vera Farmiga --[(INV) starred_actors]--> Dummy
Neg LogProb(↓):   0.417737
Path Entropy(↓):  1.147967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by sea of love screenwriters
Start Entity:     Sea of Love
Gold Answer:      [['Drama', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sea of Love --[written_by]--> Richard Price --[(INV) written_by]--> Clockers --[has_genre]--> Drama
Path (Raw):       Sea of Love --[written_by]--> Richard Price --[(INV) written_by]--> Clockers --[has_genre]--> Drama
Neg LogProb(↓):   0.511920
Path Entropy(↓):  0.982432
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by carl mohner release
Start Entity:     Carl Möhner
Gold Answer:      [['1974', '1955']]
Predicted Ans:    1955
Predicted Path:   Carl Möhner --[(INV) starred_actors]--> Rififi --[release_year]--> 1955
Path (Raw):       Carl Möhner --[No Operation]--> Carl Möhner --[(INV) starred_actors]--> Rififi --[release_year]--> 1955
Neg LogProb(↓):   0.691822
Path Entropy(↓):  0.693147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did anika noni rose act in
Start Entity:     Anika Noni Rose
Gold Answer:      [['The Princess and the Frog']]
Predicted Ans:    The Princess and the Frog
Predicted Path:   Anika Noni Rose --[(INV) starred_actors]--> The Princess and the Frog --[starred_actors]--> Anika Noni Rose --[(INV) starred_actors]--> The Princess and the Frog
Path (Raw):       Anika Noni Rose --[(INV) starred_actors]--> The Princess and the Frog --[starred_actors]--> Anika Noni Rose --[(INV) starred_actors]--> The Princess and the Frog
Neg LogProb(↓):   0.004192
Path Entropy(↓):  0.027107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in 10 items or less
Start Entity:     10 Items or Less
Gold Answer:      [['Mende', 'French', 'English', 'Kurdish', 'Spanish']]
Predicted Ans:    Mende
Predicted Path:   10 Items or Less --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[in_language]--> Mende
Path (Raw):       10 Items or Less --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[in_language]--> Mende
Neg LogProb(↓):   0.033293
Path Entropy(↓):  0.147869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie coyote ugly are written by who
Start Entity:     Coyote Ugly
Gold Answer:      [['Christopher Priest', 'Christopher Nolan', 'Gail Parent', 'Jonathan Nolan', 'Dyan Sheldon', 'Po Bronson', 'Susan Swan', 'David Pastor']]
Predicted Ans:    Gail Parent
Predicted Path:   Coyote Ugly --[starred_actors]--> Adam Garcia --[(INV) starred_actors]--> Confessions of a Teenage Drama Queen --[written_by]--> Gail Parent
Path (Raw):       Coyote Ugly --[starred_actors]--> Adam Garcia --[(INV) starred_actors]--> Confessions of a Teenage Drama Queen --[written_by]--> Gail Parent
Neg LogProb(↓):   0.016055
Path Entropy(↓):  0.088129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with rififi fall under
Start Entity:     Rififi
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Rififi --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[has_genre]--> Drama
Path (Raw):       Rififi --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[has_genre]--> Drama
Neg LogProb(↓):   0.323206
Path Entropy(↓):  0.775390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with carmen electra
Start Entity:     Carmen Electra
Gold Answer:      [['Kevin Sorbo', 'Mariel Hemingway', 'Briana Evigan', 'Stacey Dash', 'Brooke Hogan', "Charlie O'Connell", 'Mackenzie Astin', 'Sean Maguire', 'David Hyde Pierce']]
Predicted Ans:    Carmen Electra
Predicted Path:   Carmen Electra --[(INV) starred_actors]--> The Mating Habits of the Earthbound Human --[starred_actors]--> Carmen Electra
Path (Raw):       Carmen Electra --[No Operation]--> Carmen Electra --[(INV) starred_actors]--> The Mating Habits of the Earthbound Human --[starred_actors]--> Carmen Electra
Neg LogProb(↓):   0.513282
Path Entropy(↓):  0.673874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you name a film directed by stuart ortiz
Start Entity:     Stuart Ortiz
Gold Answer:      [['Grave Encounters']]
Predicted Ans:    Grave Encounters
Predicted Path:   Stuart Ortiz --[(INV) directed_by]--> Grave Encounters --[directed_by]--> Stuart Ortiz --[(INV) directed_by]--> Grave Encounters
Path (Raw):       Stuart Ortiz --[(INV) directed_by]--> Grave Encounters --[directed_by]--> Stuart Ortiz --[(INV) directed_by]--> Grave Encounters
Neg LogProb(↓):   0.115458
Path Entropy(↓):  0.344513
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the sterile cuckoo
Start Entity:     The Sterile Cuckoo
Gold Answer:      [['Timothy Bottoms', 'Dustin Hoffman', 'Rebecca Miller', 'Denzel Washington', 'Harrison Ford', 'Kevin Spacey', 'Candice Bergen', 'Jane Fonda', 'James Caan', 'Burt Reynolds', 'Warren Beatty', 'Robert Redford', 'Bonnie Bedelia', 'Brian Dennehy', 'Jason Robards', 'Meryl Streep', 'Kris Kristofferson', 'Mary Elizabeth Mastrantonio', 'Julia Roberts', 'Farrah Fawcett', 'Peter MacNicol', 'Rubén Blades', 'Roy Scheider', 'Jeff Bridges', 'Charles Durning', 'Jill Clayburgh', 'Donald Sutherland', 'Charles Cioffi', 'Kevin Kline', 'William Daniels', 'Paula Prentiss', 'Brad Pitt', 'Alice Krige', 'Maggie Smith']]
Predicted Ans:    Kevin Kline
Predicted Path:   The Sterile Cuckoo --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Consenting Adults --[starred_actors]--> Kevin Kline
Path (Raw):       The Sterile Cuckoo --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Consenting Adults --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   1.015630
Path Entropy(↓):  1.684642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in vicky cristina barcelona also appears in which films
Start Entity:     Vicky Cristina Barcelona
Gold Answer:      [['The Awakening', 'The Nanny Diaries', 'Under the Skin', 'An American Rhapsody', 'The Perfect Score', 'The Black Dahlia', 'Lost in Translation', 'Lucy', 'A Promise', 'The Island', 'In Good Company', 'Please Give', 'Iron Man 2', 'Girl with a Pearl Earring', 'Transcendence', 'Don Jon']]
Predicted Ans:    An American Rhapsody
Predicted Path:   Vicky Cristina Barcelona --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> An American Rhapsody
Path (Raw):       Vicky Cristina Barcelona --[starred_actors]--> Scarlett Johansson --[No Operation]--> Scarlett Johansson --[(INV) starred_actors]--> An American Rhapsody
Neg LogProb(↓):   0.259302
Path Entropy(↓):  0.708774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does richard white act in
Start Entity:     Richard White
Gold Answer:      [['Beauty and the Beast']]
Predicted Ans:    Beauty and the Beast
Predicted Path:   Richard White --[(INV) starred_actors]--> Beauty and the Beast --[starred_actors]--> Josette Day --[(INV) starred_actors]--> Beauty and the Beast
Path (Raw):       Richard White --[(INV) starred_actors]--> Beauty and the Beast --[starred_actors]--> Josette Day --[(INV) starred_actors]--> Beauty and the Beast
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film angels fall released
Start Entity:     Angels Fall
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Angels Fall --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Angels Fall --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.387575
Path Entropy(↓):  4.666133
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Don't come knocking, when was it released
Start Entity:     Don't Come Knocking
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Don't Come Knocking --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Path (Raw):       Don't Come Knocking --[release_year]--> 2005 --[(INV) release_year]--> Missing in America --[release_year]--> 2005
Neg LogProb(↓):   2.833454
Path Entropy(↓):  4.361938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie trouble in mind are written by who
Start Entity:     Trouble in Mind
Gold Answer:      [['Walter Hill', 'Paul Mazursky', 'Noam Dromi', 'John Varley', 'Michael Crichton', 'William A. Wellman', 'Dorothy Parker', 'Michael McGowan', 'Alan Campbell', 'Robert Carson', 'Karen Janszen', 'Jack Schaefer', 'Kaylie Jones', 'Robert Altman', 'Richard Sokolove', 'Paul Reubens', 'Yukio Mishima', 'Alan Rudolph', 'Maxwell Anderson', 'Charles Martin Smith', 'Michael Cimino', 'Eric Mandelbaum', 'Walter Bernstein', 'Dan Jenkins', 'Paul Schrader', 'Louis Malle', 'Moss Hart', 'David Giler', 'James Ivory', 'Oakley Hall', 'Polly Platt', 'Edward Anderson', 'Michael Kane', 'David Twohy', 'Lewis John Carlino', 'Bridget Boland', 'John Hale', 'Robert Alan Aurthur', 'Robin Cook', 'Georges Darien', 'Brian De Palma', 'Ruth Prawer Jhabvala', 'Robby Henson']]
Predicted Ans:    Maxwell Anderson
Predicted Path:   Trouble in Mind --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Path (Raw):       Trouble in Mind --[starred_actors]--> Geneviève Bujold --[(INV) starred_actors]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Neg LogProb(↓):   0.252528
Path Entropy(↓):  0.984296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with radio flyer fall under
Start Entity:     Radio Flyer
Gold Answer:      [['Romance', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Radio Flyer --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Good Son --[has_genre]--> Thriller
Path (Raw):       Radio Flyer --[starred_actors]--> Elijah Wood --[(INV) starred_actors]--> The Good Son --[has_genre]--> Thriller
Neg LogProb(↓):   0.126224
Path Entropy(↓):  0.465534
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe gorillas in the mist
Start Entity:     Gorillas in the Mist
Gold Answer:      [['michael apted', 'gorilla']]
Predicted Ans:    gorilla
Predicted Path:   Gorillas in the Mist --[has_tags]--> gorilla --[(INV) has_tags]--> Gorillas in the Mist --[has_tags]--> gorilla
Path (Raw):       Gorillas in the Mist --[has_tags]--> gorilla --[(INV) has_tags]--> Gorillas in the Mist --[has_tags]--> gorilla
Neg LogProb(↓):   0.776073
Path Entropy(↓):  1.043836
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by craig e. serling
Start Entity:     Craig E. Serling
Gold Answer:      [['Dan Byrd', 'Julie Claire', 'Elizabeth Bogush']]
Predicted Ans:    Dan Byrd
Predicted Path:   Craig E. Serling --[(INV) directed_by]--> Jam --[starred_actors]--> Dan Byrd
Path (Raw):       Craig E. Serling --[No Operation]--> Craig E. Serling --[(INV) directed_by]--> Jam --[starred_actors]--> Dan Byrd
Neg LogProb(↓):   0.152051
Path Entropy(↓):  0.464176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by tom burlinson
Start Entity:     Tom Burlinson
Gold Answer:      [['David Williamson']]
Predicted Ans:    Kirk Douglas
Predicted Path:   Tom Burlinson --[(INV) starred_actors]--> The Man from Snowy River --[starred_actors]--> Kirk Douglas
Path (Raw):       Tom Burlinson --[No Operation]--> Tom Burlinson --[(INV) starred_actors]--> The Man from Snowy River --[starred_actors]--> Kirk Douglas
Neg LogProb(↓):   0.957982
Path Entropy(↓):  1.143828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did jim sharman write the story for
Start Entity:     Jim Sharman
Gold Answer:      [['The Rocky Horror Picture Show']]
Predicted Ans:    The Rocky Horror Picture Show
Predicted Path:   Jim Sharman --[(INV) written_by]--> The Rocky Horror Picture Show --[written_by]--> Richard O'Brien --[(INV) written_by]--> The Rocky Horror Picture Show
Path (Raw):       Jim Sharman --[(INV) written_by]--> The Rocky Horror Picture Show --[written_by]--> Richard O'Brien --[(INV) written_by]--> The Rocky Horror Picture Show
Neg LogProb(↓):   0.108544
Path Entropy(↓):  0.331328
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by richard beymer were released in which years
Start Entity:     Richard Beymer
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Richard Beymer --[(INV) starred_actors]--> West Side Story --[release_year]--> 1961
Path (Raw):       Richard Beymer --[No Operation]--> Richard Beymer --[(INV) starred_actors]--> West Side Story --[release_year]--> 1961
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of high noon
Start Entity:     High Noon
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   High Noon --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Path (Raw):       High Noon --[has_genre]--> Western --[(INV) has_genre]--> Best of the Badmen --[has_genre]--> Western
Neg LogProb(↓):   0.899635
Path Entropy(↓):  2.443451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was broadway serenade directed by
Start Entity:     Broadway Serenade
Gold Answer:      [['Robert Z. Leonard']]
Predicted Ans:    Robert Z. Leonard
Predicted Path:   Broadway Serenade --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Maytime --[directed_by]--> Robert Z. Leonard
Path (Raw):       Broadway Serenade --[directed_by]--> Robert Z. Leonard --[(INV) directed_by]--> Maytime --[directed_by]--> Robert Z. Leonard
Neg LogProb(↓):   0.620995
Path Entropy(↓):  0.901499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by larry collins
Start Entity:     Larry Collins
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Larry Collins --[(INV) written_by]--> Is Paris Burning? --[in_language]--> French
Path (Raw):       Larry Collins --[No Operation]--> Larry Collins --[(INV) written_by]--> Is Paris Burning? --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote weeds
Start Entity:     Weeds
Gold Answer:      [['John D. Hancock']]
Predicted Ans:    John D. Hancock
Predicted Path:   Weeds --[written_by]--> John D. Hancock --[(INV) written_by]--> Weeds --[written_by]--> John D. Hancock
Path (Raw):       Weeds --[written_by]--> John D. Hancock --[(INV) written_by]--> Weeds --[written_by]--> John D. Hancock
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of ray was who
Start Entity:     Ray
Gold Answer:      [['Taylor Hackford']]
Predicted Ans:    Taylor Hackford
Predicted Path:   Ray --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Path (Raw):       Ray --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Neg LogProb(↓):   0.002330
Path Entropy(↓):  0.017326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about paul feig
Start Entity:     paul feig
Gold Answer:      [['I Am David', 'The Heat', 'Bridesmaids']]
Predicted Ans:    The Heat
Predicted Path:   paul feig --[(INV) has_tags]--> The Heat --[has_tags]--> paul feig --[(INV) has_tags]--> The Heat
Path (Raw):       paul feig --[(INV) has_tags]--> The Heat --[has_tags]--> paul feig --[(INV) has_tags]--> The Heat
Neg LogProb(↓):   0.354473
Path Entropy(↓):  0.816393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of it's complicated
Start Entity:     It's Complicated
Gold Answer:      [['What Women Want', "Something's Gotta Give", 'The Parent Trap', 'The Holiday']]
Predicted Ans:    What Women Want
Predicted Path:   It's Complicated --[directed_by]--> Nancy Meyers --[(INV) directed_by]--> What Women Want
Path (Raw):       It's Complicated --[directed_by]--> Nancy Meyers --[(INV) directed_by]--> What Women Want --[No Operation]--> What Women Want
Neg LogProb(↓):   0.002788
Path Entropy(↓):  0.020510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of yellowbeard starred who
Start Entity:     Yellowbeard
Gold Answer:      [['Eric Idle', 'Dudley Moore', 'Graham Chapman', 'Terry Gilliam', 'Matt Frewer', 'Peter Cook', 'Nigel Bruce', 'John Cleese', 'André Morell', 'Kenneth Welsh', 'Brendan Fraser', 'Richard Greene', 'Basil Rathbone', 'Michael Palin', 'Peter Cushing', 'Christopher Lee', 'Wendy Barrie', 'Elizabeth Hurley']]
Predicted Ans:    Graham Chapman
Predicted Path:   Yellowbeard --[written_by]--> Bernard McKenna --[(INV) written_by]--> Yellowbeard --[starred_actors]--> Graham Chapman
Path (Raw):       Yellowbeard --[written_by]--> Bernard McKenna --[(INV) written_by]--> Yellowbeard --[starred_actors]--> Graham Chapman
Neg LogProb(↓):   1.240531
Path Entropy(↓):  0.934994
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by david steiman
Start Entity:     David Steiman
Gold Answer:      [['Bill Goldberg']]
Predicted Ans:    Bill Goldberg
Predicted Path:   David Steiman --[(INV) written_by]--> Santa's Slay --[starred_actors]--> Bill Goldberg
Path (Raw):       David Steiman --[No Operation]--> David Steiman --[(INV) written_by]--> Santa's Slay --[starred_actors]--> Bill Goldberg
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the quick and the dead was directed by who
Start Entity:     The Quick and the Dead
Gold Answer:      [['Sam Raimi']]
Predicted Ans:    Robert Day
Predicted Path:   The Quick and the Dead --[directed_by]--> Robert Day --[(INV) directed_by]--> The Haunted Strangler --[directed_by]--> Robert Day
Path (Raw):       The Quick and the Dead --[directed_by]--> Robert Day --[(INV) directed_by]--> The Haunted Strangler --[directed_by]--> Robert Day
Neg LogProb(↓):   0.558315
Path Entropy(↓):  0.688106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is the writer of crank
Start Entity:     Crank
Gold Answer:      [['Mark Neveldine', 'Brian Taylor']]
Predicted Ans:    Mark Neveldine
Predicted Path:   Crank --[written_by]--> Mark Neveldine --[(INV) written_by]--> Crank --[written_by]--> Mark Neveldine
Path (Raw):       Crank --[written_by]--> Mark Neveldine --[(INV) written_by]--> Crank --[written_by]--> Mark Neveldine
Neg LogProb(↓):   0.267680
Path Entropy(↓):  0.622432
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the criminal life of archibaldo de la cruz fall under
Start Entity:     The Criminal Life of Archibaldo de la Cruz
Gold Answer:      [['Documentary', 'Short', 'Drama', 'Comedy', 'Adventure']]
Predicted Ans:    Crime
Predicted Path:   The Criminal Life of Archibaldo de la Cruz --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Path (Raw):       The Criminal Life of Archibaldo de la Cruz --[directed_by]--> Luis Buñuel --[(INV) directed_by]--> The Criminal Life of Archibaldo de la Cruz --[has_genre]--> Crime
Neg LogProb(↓):   0.496573
Path Entropy(↓):  1.382278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies starred by perched on a tree actors
Start Entity:     Perched on a Tree
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Perched on a Tree --[starred_actors]--> Louis de Funès --[(INV) starred_actors]--> The Sucker --[has_genre]--> Comedy
Path (Raw):       Perched on a Tree --[starred_actors]--> Louis de Funès --[(INV) starred_actors]--> The Sucker --[has_genre]--> Comedy
Neg LogProb(↓):   0.009869
Path Entropy(↓):  0.055175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with mortdecai in
Start Entity:     Mortdecai
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Mortdecai --[directed_by]--> David Koepp --[(INV) directed_by]--> Ghost Town --[in_language]--> English
Path (Raw):       Mortdecai --[directed_by]--> David Koepp --[(INV) directed_by]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   0.002873
Path Entropy(↓):  0.019707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was tru confessions released
Start Entity:     Tru Confessions
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Tru Confessions --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Tru Confessions --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.077486
Path Entropy(↓):  4.426272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in the new york ripper
Start Entity:     The New York Ripper
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   The New York Ripper --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       The New York Ripper --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.457909
Path Entropy(↓):  2.834271
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed absentia
Start Entity:     Absentia
Gold Answer:      [['Mike Flanagan']]
Predicted Ans:    Mike Flanagan
Predicted Path:   Absentia --[directed_by]--> Mike Flanagan --[(INV) directed_by]--> Oculus --[directed_by]--> Mike Flanagan
Path (Raw):       Absentia --[directed_by]--> Mike Flanagan --[(INV) directed_by]--> Oculus --[directed_by]--> Mike Flanagan
Neg LogProb(↓):   0.000338
Path Entropy(↓):  0.003045
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed midnight lace
Start Entity:     Midnight Lace
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Midnight Lace --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[has_genre]--> Comedy
Path (Raw):       Midnight Lace --[directed_by]--> David Miller --[(INV) directed_by]--> The Opposite Sex --[has_genre]--> Comedy
Neg LogProb(↓):   0.848295
Path Entropy(↓):  1.285273
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with stoned in
Start Entity:     Stoned
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    paddy considine
Predicted Path:   Stoned --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[has_tags]--> paddy considine
Path (Raw):       Stoned --[starred_actors]--> Paddy Considine --[(INV) starred_actors]--> A Room for Romeo Brass --[has_tags]--> paddy considine
Neg LogProb(↓):   0.545303
Path Entropy(↓):  0.745361
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What kind of movie is boy eating the bird's food
Start Entity:     Boy Eating the Bird's Food
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Boy Eating the Bird's Food --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Boy Eating the Bird's Food --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.436257
Path Entropy(↓):  4.691355
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the we won't grow old together director
Start Entity:     We Won't Grow Old Together
Gold Answer:      [['Catherine Breillat', 'Arlette Langmann', 'Maurice Pialat', 'Georges Bernanos']]
Predicted Ans:    Catherine Breillat
Predicted Path:   We Won't Grow Old Together --[directed_by]--> Maurice Pialat --[(INV) directed_by]--> Police --[written_by]--> Catherine Breillat
Path (Raw):       We Won't Grow Old Together --[directed_by]--> Maurice Pialat --[(INV) directed_by]--> Police --[written_by]--> Catherine Breillat
Neg LogProb(↓):   0.048423
Path Entropy(↓):  0.244240
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by mark toby release
Start Entity:     Mark Toby
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Mark Toby --[(INV) written_by]--> The Courtship of Eddie's Father --[release_year]--> 1963
Path (Raw):       Mark Toby --[No Operation]--> Mark Toby --[(INV) written_by]--> The Courtship of Eddie's Father --[release_year]--> 1963
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of thanks for sharing also wrote movies
Start Entity:     Thanks for Sharing
Gold Answer:      [['Keeping the Faith', 'The Kids Are All Right']]
Predicted Ans:    Thanks for Sharing
Predicted Path:   Thanks for Sharing --[written_by]--> Matt Winston --[(INV) written_by]--> Thanks for Sharing
Path (Raw):       Thanks for Sharing --[written_by]--> Matt Winston --[(INV) written_by]--> Thanks for Sharing --[No Operation]--> Thanks for Sharing
Neg LogProb(↓):   0.234135
Path Entropy(↓):  0.512934
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who appeared in the same movie with bob dylan
Start Entity:     Bob Dylan
Gold Answer:      [['John Goodman', 'Jeff Bridges', 'Penélope Cruz']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous --[starred_actors]--> Jeff Bridges
Path (Raw):       Bob Dylan --[No Operation]--> Bob Dylan --[(INV) starred_actors]--> Masked and Anonymous --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   1.087950
Path Entropy(↓):  1.866924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie pollyanna
Start Entity:     Pollyanna
Gold Answer:      [['Karl Malden', 'Jane Wyman', 'Richard Egan', 'Hayley Mills']]
Predicted Ans:    Richard Egan
Predicted Path:   Pollyanna --[starred_actors]--> Richard Egan --[(INV) starred_actors]--> A Summer Place --[starred_actors]--> Richard Egan
Path (Raw):       Pollyanna --[starred_actors]--> Richard Egan --[(INV) starred_actors]--> A Summer Place --[starred_actors]--> Richard Egan
Neg LogProb(↓):   0.002653
Path Entropy(↓):  0.022418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by sakari kirjavainen release
Start Entity:     Sakari Kirjavainen
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Sakari Kirjavainen --[(INV) directed_by]--> Tali-Ihantala 1944 --[release_year]--> 2007
Path (Raw):       Sakari Kirjavainen --[No Operation]--> Sakari Kirjavainen --[(INV) directed_by]--> Tali-Ihantala 1944 --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for the devil's rejects
Start Entity:     The Devil's Rejects
Gold Answer:      [['Rob Zombie']]
Predicted Ans:    Rob Zombie
Predicted Path:   The Devil's Rejects --[directed_by]--> Rob Zombie --[(INV) directed_by]--> The Devil's Rejects --[directed_by]--> Rob Zombie
Path (Raw):       The Devil's Rejects --[directed_by]--> Rob Zombie --[(INV) directed_by]--> The Devil's Rejects --[directed_by]--> Rob Zombie
Neg LogProb(↓):   0.009428
Path Entropy(↓):  0.061111
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by marleen gorris
Start Entity:     Marleen Gorris
Gold Answer:      [['1982', '1995']]
Predicted Ans:    1995
Predicted Path:   Marleen Gorris --[(INV) written_by]--> Antonia's Line --[release_year]--> 1995
Path (Raw):       Marleen Gorris --[No Operation]--> Marleen Gorris --[(INV) written_by]--> Antonia's Line --[release_year]--> 1995
Neg LogProb(↓):   0.002744
Path Entropy(↓):  0.019128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by roderick thorp
Start Entity:     Roderick Thorp
Gold Answer:      [['Bruce Willis', 'Jack Klugman', 'Frank Sinatra', 'Bonnie Bedelia', 'Lee Remick', 'Aaron Kwok']]
Predicted Ans:    Frank Sinatra
Predicted Path:   Roderick Thorp --[(INV) written_by]--> The Detective --[starred_actors]--> Frank Sinatra
Path (Raw):       Roderick Thorp --[No Operation]--> Roderick Thorp --[(INV) written_by]--> The Detective --[starred_actors]--> Frank Sinatra
Neg LogProb(↓):   0.403573
Path Entropy(↓):  0.639583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by warner oland
Start Entity:     Warner Oland
Gold Answer:      [['War', 'Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[has_genre]--> Mystery
Path (Raw):       Warner Oland --[No Operation]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[has_genre]--> Mystery
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000309
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by brian percival were written by who
Start Entity:     Brian Percival
Gold Answer:      [['Markus Zusak', 'Michael Petroni']]
Predicted Ans:    Michael Petroni
Predicted Path:   Brian Percival --[(INV) directed_by]--> The Book Thief --[written_by]--> Michael Petroni
Path (Raw):       Brian Percival --[No Operation]--> Brian Percival --[(INV) directed_by]--> The Book Thief --[written_by]--> Michael Petroni
Neg LogProb(↓):   0.000049
Path Entropy(↓):  0.000535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film c. o. g. were released in which years
Start Entity:     C.O.G.
Gold Answer:      [['2010', '2014', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   C.O.G. --[starred_actors]--> Jonathan Groff --[(INV) starred_actors]--> Frozen --[release_year]--> 2013
Path (Raw):       C.O.G. --[starred_actors]--> Jonathan Groff --[(INV) starred_actors]--> Frozen --[release_year]--> 2013
Neg LogProb(↓):   0.537831
Path Entropy(↓):  0.956557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by brady kiernan starred who
Start Entity:     Brady Kiernan
Gold Answer:      [['Sam Rosen']]
Predicted Ans:    Sam Rosen
Predicted Path:   Brady Kiernan --[(INV) directed_by]--> Stuck Between Stations --[starred_actors]--> Sam Rosen
Path (Raw):       Brady Kiernan --[No Operation]--> Brady Kiernan --[(INV) directed_by]--> Stuck Between Stations --[starred_actors]--> Sam Rosen
Neg LogProb(↓):   0.000368
Path Entropy(↓):  0.003280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by lois gould were in which genres
Start Entity:     Lois Gould
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lois Gould --[(INV) written_by]--> Such Good Friends --[has_genre]--> Comedy
Path (Raw):       Lois Gould --[No Operation]--> Lois Gould --[(INV) written_by]--> Such Good Friends --[has_genre]--> Comedy
Neg LogProb(↓):   0.362066
Path Entropy(↓):  0.614031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of fuzz
Start Entity:     Fuzz
Gold Answer:      [['The End', 'Navajo Joe', 'Hannie Caulder', 'W.W. and the Dixie Dancekings', 'Fathom', 'Lady in Cement', 'The Ritz', 'Deliverance', 'Fantastic Voyage', 'A Bunch of Amateurs', 'All Dogs Go to Heaven', 'The Biggest Bundle of Them All', 'Myra Breckinridge', 'Stick', 'Hooper', 'Nickelodeon', 'Best Friends', 'Rent-a-Cop', 'Breaking In', 'Hustle', 'The Wild Party', 'Striptease', 'Bandolero!', '100 Rifles', 'Shamus', 'Bluebeard', 'One Million Years B.C.', 'Malone', 'Gator', 'Stroker Ace', 'Semi-Tough', 'White Lightning', 'The Cannonball Run', 'Animal', 'Starting Over', 'The Longest Yard', 'Cannonball Run II', 'The Man Who Loved Women', 'Lucky Lady', 'Smokey and the Bandit', 'Pups', 'Smokey and the Bandit II', 'Physical Evidence', 'The Best Little Whorehouse in Texas', 'Paternity', 'At Long Last Love', "Sharky's Machine", 'City Heat', 'Switching Channels', 'The Crew']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Fuzz --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       Fuzz --[starred_actors]--> Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   0.258004
Path Entropy(↓):  0.999849
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie paul, when was it released
Start Entity:     Paul
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Paul --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Paul --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.525229
Path Entropy(↓):  4.306026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was quintet released
Start Entity:     Quintet
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Quintet --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       Quintet --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   2.316023
Path Entropy(↓):  3.552071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film rammbock
Start Entity:     Rammbock
Gold Answer:      [['Marvin Kren']]
Predicted Ans:    Marvin Kren
Predicted Path:   Rammbock --[directed_by]--> Marvin Kren --[(INV) directed_by]--> Rammbock --[directed_by]--> Marvin Kren
Path (Raw):       Rammbock --[directed_by]--> Marvin Kren --[(INV) directed_by]--> Rammbock --[directed_by]--> Marvin Kren
Neg LogProb(↓):   0.000399
Path Entropy(↓):  0.003524
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the all about my mother director
Start Entity:     All About My Mother
Gold Answer:      [['Pedro Almodóvar', 'Thierry Jonquet', 'Ruth Rendell']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   All About My Mother --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Bad Education --[written_by]--> Pedro Almodóvar
Path (Raw):       All About My Mother --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Bad Education --[written_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.909004
Path Entropy(↓):  1.533450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of stage door
Start Entity:     Stage Door
Gold Answer:      [['Sam Wood', 'George Cukor', 'Aleksandr Gordon', 'John Huston', 'Marika Beiku', 'William A. Wellman', 'Richard Quine', 'Rouben Mamoulian', 'Roy Del Ruth', 'Andrei Tarkovsky', 'Henry Koster', 'Gregory La Cava', 'Anthony Mann', 'George Sidney', 'Frank Capra', 'Wesley Ruggles', 'William Keighley', 'Don Siegel', 'Robert Siodmak', 'James Whale', 'Robert Florey', 'Joseph Santley', 'William Wyler', 'George Stevens', 'Howard Hawks']]
Predicted Ans:    Don Siegel
Predicted Path:   Stage Door --[written_by]--> Anthony Veiller --[(INV) written_by]--> The Killers --[directed_by]--> Don Siegel
Path (Raw):       Stage Door --[written_by]--> Anthony Veiller --[(INV) written_by]--> The Killers --[directed_by]--> Don Siegel
Neg LogProb(↓):   0.788373
Path Entropy(↓):  1.646255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by night train to munich screenwriters
Start Entity:     Night Train to Munich
Gold Answer:      [['Thriller', 'War', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Night Train to Munich --[written_by]--> Frank Launder --[(INV) written_by]--> The Happiest Days of Your Life --[has_genre]--> Comedy
Path (Raw):       Night Train to Munich --[written_by]--> Frank Launder --[(INV) written_by]--> The Happiest Days of Your Life --[has_genre]--> Comedy
Neg LogProb(↓):   0.905742
Path Entropy(↓):  1.529293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie last tango in paris
Start Entity:     Last Tango in Paris
Gold Answer:      [['1980', '1954', '2006', '1967', '1935', '1979', '1984', '1977', '1968', '1963', '1957', '1951', '1953', '1994', '1956', '1995', '1976', '1972', '2001', '1990', '1996', '1961', '1955', '1962', '1978', '1964', '1997', '1975', '1966', '1950', '1960', '1925', '1965', '1969', '1952', '1958']]
Predicted Ans:    1955
Predicted Path:   Last Tango in Paris --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Path (Raw):       Last Tango in Paris --[starred_actors]--> Marlon Brando --[(INV) starred_actors]--> Guys and Dolls --[release_year]--> 1955
Neg LogProb(↓):   0.905363
Path Entropy(↓):  2.120631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by drew goddard were in which genres
Start Entity:     Drew Goddard
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Drew Goddard --[(INV) written_by]--> The Cabin in the Woods --[has_genre]--> Horror
Path (Raw):       Drew Goddard --[No Operation]--> Drew Goddard --[(INV) written_by]--> The Cabin in the Woods --[has_genre]--> Horror
Neg LogProb(↓):   0.031538
Path Entropy(↓):  0.144260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie paper moon
Start Entity:     Paper Moon
Gold Answer:      [['Peter Bogdanovich']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Paper Moon --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> Nickelodeon --[directed_by]--> Peter Bogdanovich
Path (Raw):       Paper Moon --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> Nickelodeon --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.109939
Path Entropy(↓):  0.335997
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by rob riggle
Start Entity:     Rob Riggle
Gold Answer:      [['Luke Greenfield', 'Nicholas Thomas']]
Predicted Ans:    Luke Greenfield
Predicted Path:   Rob Riggle --[(INV) starred_actors]--> Let's Be Cops --[written_by]--> Luke Greenfield
Path (Raw):       Rob Riggle --[No Operation]--> Rob Riggle --[(INV) starred_actors]--> Let's Be Cops --[written_by]--> Luke Greenfield
Neg LogProb(↓):   0.281853
Path Entropy(↓):  0.557466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by albert uderzo
Start Entity:     Albert Uderzo
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Albert Uderzo --[(INV) directed_by]--> The Twelve Tasks of Asterix --[in_language]--> French
Path (Raw):       Albert Uderzo --[No Operation]--> Albert Uderzo --[(INV) directed_by]--> The Twelve Tasks of Asterix --[in_language]--> French
Neg LogProb(↓):   0.000119
Path Entropy(↓):  0.001254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with left behind fall under
Start Entity:     Left Behind
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Left Behind --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Path (Raw):       Left Behind --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.420148
Path Entropy(↓):  1.156512
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor will macmillan acted together with who
Start Entity:     Will MacMillan
Gold Answer:      [['Lane Carroll', 'Radha Mitchell', 'Timothy Olyphant', 'Harold Wayne Jones']]
Predicted Ans:    Will MacMillan
Predicted Path:   Will MacMillan --[(INV) starred_actors]--> The Crazies --[starred_actors]--> Will MacMillan
Path (Raw):       Will MacMillan --[No Operation]--> Will MacMillan --[(INV) starred_actors]--> The Crazies --[starred_actors]--> Will MacMillan
Neg LogProb(↓):   0.058944
Path Entropy(↓):  0.227399
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by don mancini
Start Entity:     Don Mancini
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Don Mancini --[(INV) directed_by]--> Curse of Chucky --[has_genre]--> Horror
Path (Raw):       Don Mancini --[No Operation]--> Don Mancini --[(INV) directed_by]--> Curse of Chucky --[has_genre]--> Horror
Neg LogProb(↓):   0.004804
Path Entropy(↓):  0.031234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of it's a free world...
Start Entity:     It's a Free World...
Gold Answer:      [['French', 'English', 'Irish']]
Predicted Ans:    English
Predicted Path:   It's a Free World... --[written_by]--> Paul Laverty --[(INV) written_by]--> The Wind That Shakes the Barley --[in_language]--> English
Path (Raw):       It's a Free World... --[written_by]--> Paul Laverty --[(INV) written_by]--> The Wind That Shakes the Barley --[in_language]--> English
Neg LogProb(↓):   0.366419
Path Entropy(↓):  0.616878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by harvey weinstein starred which actors
Start Entity:     Harvey Weinstein
Gold Answer:      [['Leon W. Grant', 'Matthew Penn', 'Daniel Jordano', 'Jessica Biel', 'Dennis Quaid', 'Gerard Butler']]
Predicted Ans:    Jessica Biel
Predicted Path:   Harvey Weinstein --[(INV) written_by]--> Playing for Keeps --[starred_actors]--> Jessica Biel
Path (Raw):       Harvey Weinstein --[No Operation]--> Harvey Weinstein --[(INV) written_by]--> Playing for Keeps --[starred_actors]--> Jessica Biel
Neg LogProb(↓):   0.557350
Path Entropy(↓):  0.953116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of kay francis acted films
Start Entity:     Kay Francis
Gold Answer:      [['George Cukor', 'William Dieterle', 'Ernst Lubitsch', 'Joe May', 'Tay Garnett', 'Lloyd Bacon', 'William C. de Mille', 'Lionel Barrymore']]
Predicted Ans:    William Dieterle
Predicted Path:   Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[directed_by]--> William Dieterle
Path (Raw):       Kay Francis --[No Operation]--> Kay Francis --[(INV) starred_actors]--> Jewel Robbery --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.018850
Path Entropy(↓):  0.106656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by macaulay culkin
Start Entity:     Macaulay Culkin
Gold Answer:      [['Laurice Elehwany', 'David Kirschner', 'David Casci', 'Randy Barbato', 'Fenton Bailey', 'Michael Urban', 'Brian Dannelly', 'Ian McEwan', 'James St. James', 'John Hughes', 'Miles Brandman']]
Predicted Ans:    Ian McEwan
Predicted Path:   Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[written_by]--> Ian McEwan
Path (Raw):       Macaulay Culkin --[No Operation]--> Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[written_by]--> Ian McEwan
Neg LogProb(↓):   0.094027
Path Entropy(↓):  0.382863
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by raymond bernard were in which languages
Start Entity:     Raymond Bernard
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Raymond Bernard --[(INV) written_by]--> Les Misérables --[in_language]--> English
Path (Raw):       Raymond Bernard --[No Operation]--> Raymond Bernard --[(INV) written_by]--> Les Misérables --[in_language]--> English
Neg LogProb(↓):   1.317815
Path Entropy(↓):  1.566009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of kin - dza - dza! starred who
Start Entity:     Kin-dza-dza!
Gold Answer:      [['Vakhtang Kikabidze']]
Predicted Ans:    Georgiy Daneliya
Predicted Path:   Kin-dza-dza! --[written_by]--> Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza! --[directed_by]--> Georgiy Daneliya
Path (Raw):       Kin-dza-dza! --[written_by]--> Revaz Gabriadze --[(INV) written_by]--> Kin-dza-dza! --[directed_by]--> Georgiy Daneliya
Neg LogProb(↓):   0.003999
Path Entropy(↓):  0.028264
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of a face in the crowd
Start Entity:     A Face in the Crowd
Gold Answer:      [['Philip Dunne', 'Dudley Nichols', 'Laura Z. Hobson', 'Conrad Richter', 'Oscar Saul', 'John Steinbeck', 'Cid Ricketts Sumner', 'F. Scott Fitzgerald', 'Budd Schulberg', 'Paul Osborn', 'Tennessee Williams', 'Tess Slesinger', 'Betty Smith', 'William Bradford Huie', 'Borden Deal', 'William Inge', 'Harold Pinter', 'Elia Kazan', 'Malcolm Johnson']]
Predicted Ans:    Tennessee Williams
Predicted Path:   A Face in the Crowd --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       A Face in the Crowd --[directed_by]--> Elia Kazan --[(INV) directed_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   1.642913
Path Entropy(↓):  2.515166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of thinner also starred in which films
Start Entity:     Thinner
Gold Answer:      [['Forget Paris', 'Queens Logic', "Baby's Day Out", 'Homicide', 'Safe', 'Edmond', 'Favorite Deadly Sins', 'Things Change', 'RoboCop 3', 'Lonely Street', 'Searching for Bobby Fischer', 'The Night That Panicked America', 'Alice', 'Jerry and Tom', 'Body of Evidence', 'Simple Men', 'The Wonderful Ice Cream Suit', 'House of Games', 'Underworld', 'Compulsion']]
Predicted Ans:    Safe
Predicted Path:   Thinner --[starred_actors]--> Robert John Burke --[(INV) starred_actors]--> Safe
Path (Raw):       Thinner --[starred_actors]--> Robert John Burke --[No Operation]--> Robert John Burke --[(INV) starred_actors]--> Safe
Neg LogProb(↓):   0.249263
Path Entropy(↓):  0.751707
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed wrong turn at tahoe
Start Entity:     Wrong Turn at Tahoe
Gold Answer:      [['Alexandre Aja', 'Joe Spinell', 'Franck Khalfoun', 'Hildegarde Stadie', 'Grégory Levasseur']]
Predicted Ans:    Alexandre Aja
Predicted Path:   Wrong Turn at Tahoe --[directed_by]--> Franck Khalfoun --[(INV) directed_by]--> Maniac --[written_by]--> Alexandre Aja
Path (Raw):       Wrong Turn at Tahoe --[directed_by]--> Franck Khalfoun --[(INV) directed_by]--> Maniac --[written_by]--> Alexandre Aja
Neg LogProb(↓):   0.174908
Path Entropy(↓):  0.600903
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of the man from elysian fields
Start Entity:     The Man from Elysian Fields
Gold Answer:      [['Some Folks Call It a Sling Blade', 'Casino Jack', 'Mayor of the Sunset Strip', 'The Low Life']]
Predicted Ans:    The Man from Elysian Fields
Predicted Path:   The Man from Elysian Fields --[directed_by]--> George Hickenlooper --[(INV) directed_by]--> The Man from Elysian Fields
Path (Raw):       The Man from Elysian Fields --[No Operation]--> The Man from Elysian Fields --[directed_by]--> George Hickenlooper --[(INV) directed_by]--> The Man from Elysian Fields
Neg LogProb(↓):   0.179189
Path Entropy(↓):  0.626866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the more the merrier also directed which movies
Start Entity:     The More the Merrier
Gold Answer:      [['On Our Merry Way', 'Gunga Din', 'The Greatest Story Ever Told', 'Giant', 'Quality Street', 'Alice Adams', 'Annie Oakley', 'The Diary of Anne Frank', 'Shane', 'A Damsel in Distress', 'Penny Serenade', 'Vivacious Lady', 'Woman of the Year', 'Swing Time', 'The Talk of the Town', 'A Place in the Sun']]
Predicted Ans:    Gunga Din
Predicted Path:   The More the Merrier --[directed_by]--> George Stevens --[(INV) directed_by]--> Gunga Din
Path (Raw):       The More the Merrier --[directed_by]--> George Stevens --[(INV) directed_by]--> Gunga Din --[No Operation]--> Gunga Din
Neg LogProb(↓):   1.134262
Path Entropy(↓):  2.141759
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of harvey fierstein written films
Start Entity:     Harvey Fierstein
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Harvey Fierstein --[(INV) written_by]--> Torch Song Trilogy --[release_year]--> 1988
Path (Raw):       Harvey Fierstein --[No Operation]--> Harvey Fierstein --[(INV) written_by]--> Torch Song Trilogy --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film thief of damascus
Start Entity:     Thief of Damascus
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Thief of Damascus --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Thief of Damascus --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.435191
Path Entropy(↓):  2.291105
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with high fidelity fall under
Start Entity:     High Fidelity
Gold Answer:      [['Western', 'Drama', 'Comedy', 'History', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   High Fidelity --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[has_genre]--> Drama
Path (Raw):       High Fidelity --[directed_by]--> Stephen Frears --[(INV) directed_by]--> The Hit --[has_genre]--> Drama
Neg LogProb(↓):   0.387759
Path Entropy(↓):  0.732954
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with our town in
Start Entity:     Our Town
Gold Answer:      [['Spanish']]
Predicted Ans:    Casey Robinson
Predicted Path:   Our Town --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[written_by]--> Casey Robinson
Path (Raw):       Our Town --[directed_by]--> Sam Wood --[(INV) directed_by]--> Saratoga Trunk --[written_by]--> Casey Robinson
Neg LogProb(↓):   0.112061
Path Entropy(↓):  0.363980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in helter skelter
Start Entity:     Helter Skelter
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Helter Skelter --[starred_actors]--> Steve Railsback --[(INV) starred_actors]--> Stranger in the House --[has_genre]--> Thriller
Path (Raw):       Helter Skelter --[starred_actors]--> Steve Railsback --[(INV) starred_actors]--> Stranger in the House --[has_genre]--> Thriller
Neg LogProb(↓):   0.117759
Path Entropy(↓):  0.401981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film ip man
Start Entity:     Ip Man
Gold Answer:      [['2009', '2008', '1990', '2003', '1992', '2005', '1993', '2010', '2006', '1999', '2014', '2011', '1984', '2007']]
Predicted Ans:    2005
Predicted Path:   Ip Man --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[release_year]--> 2005
Path (Raw):       Ip Man --[starred_actors]--> Simon Yam --[(INV) starred_actors]--> Election --[release_year]--> 2005
Neg LogProb(↓):   0.649813
Path Entropy(↓):  1.411319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by richard boleslawski
Start Entity:     Richard Boleslawski
Gold Answer:      [['René Barjavel', 'Raymond Bernard', 'Lynn Riggs', 'Claude Lelouch', 'Robert Hichens', 'Herbert Kretzmer', 'Sidney Buchman', 'Mary McCarthy', 'Frederick Lonsdale', 'William Nicholson', 'Victor Hugo', 'Alain Boublil', 'Michel Audiard']]
Predicted Ans:    Herbert Kretzmer
Predicted Path:   Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[written_by]--> Herbert Kretzmer
Path (Raw):       Richard Boleslawski --[No Operation]--> Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[written_by]--> Herbert Kretzmer
Neg LogProb(↓):   0.904644
Path Entropy(↓):  2.169009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did charles hoffman write
Start Entity:     Charles Hoffman
Gold Answer:      [['That Hagen Girl', 'Night and Day']]
Predicted Ans:    That Hagen Girl
Predicted Path:   Charles Hoffman --[(INV) written_by]--> That Hagen Girl --[written_by]--> Edith Kneipple Roberts --[(INV) written_by]--> That Hagen Girl
Path (Raw):       Charles Hoffman --[(INV) written_by]--> That Hagen Girl --[written_by]--> Edith Kneipple Roberts --[(INV) written_by]--> That Hagen Girl
Neg LogProb(↓):   0.025516
Path Entropy(↓):  0.121902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what kiss of death is about
Start Entity:     Kiss of Death
Gold Answer:      [['crime', 'bd-r', 'henry hathaway']]
Predicted Ans:    henry hathaway
Predicted Path:   Kiss of Death --[has_tags]--> henry hathaway --[(INV) has_tags]--> Niagara --[has_tags]--> henry hathaway
Path (Raw):       Kiss of Death --[has_tags]--> henry hathaway --[(INV) has_tags]--> Niagara --[has_tags]--> henry hathaway
Neg LogProb(↓):   0.698632
Path Entropy(↓):  1.126518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by sara forestier
Start Entity:     Sara Forestier
Gold Answer:      [['Abdellatif Kechiche']]
Predicted Ans:    Abdellatif Kechiche
Predicted Path:   Sara Forestier --[(INV) starred_actors]--> Games of Love and Chance --[directed_by]--> Abdellatif Kechiche
Path (Raw):       Sara Forestier --[No Operation]--> Sara Forestier --[(INV) starred_actors]--> Games of Love and Chance --[directed_by]--> Abdellatif Kechiche
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the life of david gale fall under
Start Entity:     The Life of David Gale
Gold Answer:      [['Music', 'Biography', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Life of David Gale --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Path (Raw):       The Life of David Gale --[starred_actors]--> Kate Winslet --[(INV) starred_actors]--> Carnage --[has_genre]--> Comedy
Neg LogProb(↓):   1.281805
Path Entropy(↓):  2.435825
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film possessed
Start Entity:     Possessed
Gold Answer:      [['Curtis Bernhardt']]
Predicted Ans:    Clarence Brown
Predicted Path:   Possessed --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[directed_by]--> Clarence Brown
Path (Raw):       Possessed --[directed_by]--> Clarence Brown --[(INV) directed_by]--> Kiki --[directed_by]--> Clarence Brown
Neg LogProb(↓):   0.603825
Path Entropy(↓):  0.774301
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of dian bachar acted films
Start Entity:     Dian Bachar
Gold Answer:      [['David Zucker', 'Trey Parker']]
Predicted Ans:    David Zucker
Predicted Path:   Dian Bachar --[(INV) starred_actors]--> BASEketball --[directed_by]--> David Zucker
Path (Raw):       Dian Bachar --[No Operation]--> Dian Bachar --[(INV) starred_actors]--> BASEketball --[directed_by]--> David Zucker
Neg LogProb(↓):   0.025421
Path Entropy(↓):  0.117275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in taste the blood of dracula
Start Entity:     Taste the Blood of Dracula
Gold Answer:      [['Milton Subotsky', 'Sax Rohmer', 'Bruce Lee', 'Bram Stoker', 'Tom Mankiewicz', 'Mary Shelley', 'Stanley Mann', 'Barré Lyndon', 'John Gilling', 'Richard Maibaum', 'Robert Louis Stevenson', 'Jimmy Sangster', 'Dennis Wheatley', 'Stephen Sommers', 'Don Houghton', 'Harry Alan Towers', 'Stirling Silliphant', 'Richard Matheson', 'Anthony Shaffer', 'Peter Cook', 'Dudley Moore', 'Alexander Key', 'Robert Bloch', 'Malcolm Marmorstein', 'Neil LaBute', 'James Coburn', 'Arthur Conan Doyle', 'Antti Jokinen', 'Fraser Clarke Heston', "Arnaud d'Usseau", 'Julian Zimet']]
Predicted Ans:    Mary Shelley
Predicted Path:   Taste the Blood of Dracula --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Curse of Frankenstein --[written_by]--> Mary Shelley
Path (Raw):       Taste the Blood of Dracula --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Curse of Frankenstein --[written_by]--> Mary Shelley
Neg LogProb(↓):   1.055261
Path Entropy(↓):  1.596128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by rodney harvey
Start Entity:     Rodney Harvey
Gold Answer:      [['Boaz Davidson']]
Predicted Ans:    Boaz Davidson
Predicted Path:   Rodney Harvey --[(INV) starred_actors]--> Salsa --[directed_by]--> Boaz Davidson
Path (Raw):       Rodney Harvey --[No Operation]--> Rodney Harvey --[(INV) starred_actors]--> Salsa --[directed_by]--> Boaz Davidson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of easy rider also starred in which movies
Start Entity:     Easy Rider
Gold Answer:      [['Speed', 'Paris Trout', 'The Hired Hand', 'The Texas Chainsaw Massacre 2', 'The American Friend', 'Outlaw Blues', 'Hoosiers', 'Catchfire', 'Blue Velvet', 'Super Mario Bros.', 'Ghost Rider', 'Supernova', 'Search and Destroy', 'House of 9', 'Ticker', 'Carried Away', 'Elegy', 'The Keeper', 'Night Tide', "Ulee's Gold", 'The Wild Angels', 'True Romance', 'The Trip', 'Out of the Blue', 'Boiling Point', 'Black Widow', 'Flashback', 'Chattahoochee', 'Lilith', 'The Osterman Weekend', 'Alpha and Omega', 'Nadja', 'Human Highway', 'Race with the Devil', 'Futureworld', 'Queen of Blood', 'Wanda Nevada', 'The Passion of Ayn Rand']]
Predicted Ans:    Night Tide
Predicted Path:   Easy Rider --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Night Tide
Path (Raw):       Easy Rider --[starred_actors]--> Dennis Hopper --[No Operation]--> Dennis Hopper --[(INV) starred_actors]--> Night Tide
Neg LogProb(↓):   1.473756
Path Entropy(↓):  2.672176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - starred with roy dupuis
Start Entity:     Roy Dupuis
Gold Answer:      [['Glynis Johns', 'Dana Wynter', 'James Cagney', 'Jennifer Rubin', 'Don Murray', 'Peter Weller']]
Predicted Ans:    James Cagney
Predicted Path:   Roy Dupuis --[(INV) starred_actors]--> Shake Hands with the Devil --[starred_actors]--> James Cagney
Path (Raw):       Roy Dupuis --[No Operation]--> Roy Dupuis --[(INV) starred_actors]--> Shake Hands with the Devil --[starred_actors]--> James Cagney
Neg LogProb(↓):   0.685151
Path Entropy(↓):  1.157051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Zanjeer, when was it released
Start Entity:     Zanjeer
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Zanjeer --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Path (Raw):       Zanjeer --[release_year]--> 1973 --[(INV) release_year]--> The Outfit --[release_year]--> 1973
Neg LogProb(↓):   2.735802
Path Entropy(↓):  4.121353
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie contact are written by who
Start Entity:     Contact
Gold Answer:      [['John Gatins', 'David Koepp', 'Martin Donovan', 'Winston Groom', 'David Chappe', 'Mark Leahy', 'Gary K. Wolf', 'Charles Dickens', 'Jeffrey Price', 'Peter S. Seaman', 'Chris Van Allsburg', 'Robert Zemeckis', 'Bob Gale', 'Roger Avary', 'Neil Gaiman']]
Predicted Ans:    Roger Avary
Predicted Path:   Contact --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[written_by]--> Roger Avary
Path (Raw):       Contact --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[written_by]--> Roger Avary
Neg LogProb(↓):   1.014320
Path Entropy(↓):  1.709164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the ladykillers
Start Entity:     The Ladykillers
Gold Answer:      [['ethan coen', 'comedy', 'coen brothers', 'tom hanks']]
Predicted Ans:    herbert lom
Predicted Path:   The Ladykillers --[has_tags]--> herbert lom --[(INV) has_tags]--> The Lady Vanishes --[has_tags]--> herbert lom
Path (Raw):       The Ladykillers --[has_tags]--> herbert lom --[(INV) has_tags]--> The Lady Vanishes --[has_tags]--> herbert lom
Neg LogProb(↓):   0.156735
Path Entropy(↓):  0.642279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed around the world under the sea
Start Entity:     Around the World Under the Sea
Gold Answer:      [['James R. Silke', 'David Pursall', 'Jack Seddon', 'Helen Deutsch', 'Cornelius Ryan', 'Romain Gary', 'James Jones', 'Gene Quintano']]
Predicted Ans:    Helen Deutsch
Predicted Path:   Around the World Under the Sea --[directed_by]--> Andrew Marton --[(INV) directed_by]--> King Solomon's Mines --[written_by]--> Helen Deutsch
Path (Raw):       Around the World Under the Sea --[directed_by]--> Andrew Marton --[(INV) directed_by]--> King Solomon's Mines --[written_by]--> Helen Deutsch
Neg LogProb(↓):   1.117267
Path Entropy(↓):  1.554883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by nicholas t. proferes
Start Entity:     Nicholas T. Proferes
Gold Answer:      [['Bette Gordon']]
Predicted Ans:    Bette Gordon
Predicted Path:   Nicholas T. Proferes --[(INV) written_by]--> Handsome Harry --[directed_by]--> Bette Gordon
Path (Raw):       Nicholas T. Proferes --[No Operation]--> Nicholas T. Proferes --[(INV) written_by]--> Handsome Harry --[directed_by]--> Bette Gordon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in opening night
Start Entity:     Opening Night
Gold Answer:      [['1970', '1946', '1959', '1936', '1941', '1984', '1977', '1968', '1998', '1933', '1957', '2004', '1982', '1947', '1932', '1956', '1931', '1995', '1976', '1948', '1989', '1938', '1996', '2002', '1981', '2013', '1962', '1988', '1934', '1978', '1964', '1997', '1975', '2005', '1945', '1987', '1969', '1937']]
Predicted Ans:    1982
Predicted Path:   Opening Night --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> Tempest --[release_year]--> 1982
Path (Raw):       Opening Night --[starred_actors]--> John Cassavetes --[(INV) starred_actors]--> Tempest --[release_year]--> 1982
Neg LogProb(↓):   2.028587
Path Entropy(↓):  3.075390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about end of the world
Start Entity:     end of the world
Gold Answer:      [['Seeking a Friend for the End of the World']]
Predicted Ans:    Domino
Predicted Path:   end of the world --[(INV) has_tags]--> Seeking a Friend for the End of the World --[has_tags]--> keira knightley --[(INV) has_tags]--> Domino
Path (Raw):       end of the world --[(INV) has_tags]--> Seeking a Friend for the End of the World --[has_tags]--> keira knightley --[(INV) has_tags]--> Domino
Neg LogProb(↓):   0.618098
Path Entropy(↓):  1.210160
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies that share directors with the movie waiting to exhale
Start Entity:     Waiting to Exhale
Gold Answer:      [["Jerry O'Connell", 'Jessica Bendinger', 'Kate Kondell']]
Predicted Ans:    Terry McMillan
Predicted Path:   Waiting to Exhale --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Waiting to Exhale --[written_by]--> Terry McMillan
Path (Raw):       Waiting to Exhale --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Waiting to Exhale --[written_by]--> Terry McMillan
Neg LogProb(↓):   0.259444
Path Entropy(↓):  0.764993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Richard iii, when was it released
Start Entity:     Richard III
Gold Answer:      [['1955']]
Predicted Ans:    1995
Predicted Path:   Richard III --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Richard III --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.141463
Path Entropy(↓):  4.611761
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by gene wilder in
Start Entity:     Gene Wilder
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gene Wilder --[(INV) written_by]--> The World's Greatest Lover --[has_genre]--> Comedy
Path (Raw):       Gene Wilder --[No Operation]--> Gene Wilder --[(INV) written_by]--> The World's Greatest Lover --[has_genre]--> Comedy
Neg LogProb(↓):   0.110494
Path Entropy(↓):  0.423573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of carrington
Start Entity:     Carrington
Gold Answer:      [['David Cronenberg', 'Christopher Hampton', 'Agnieszka Holland', 'Stephen Frears']]
Predicted Ans:    Stephen Frears
Predicted Path:   Carrington --[written_by]--> Christopher Hampton --[(INV) written_by]--> Mary Reilly --[directed_by]--> Stephen Frears
Path (Raw):       Carrington --[written_by]--> Christopher Hampton --[(INV) written_by]--> Mary Reilly --[directed_by]--> Stephen Frears
Neg LogProb(↓):   0.345236
Path Entropy(↓):  0.617393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the woman in green
Start Entity:     The Woman in Green
Gold Answer:      [['Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Woman in Green --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> The Hound of the Baskervilles --[has_genre]--> Comedy
Path (Raw):       The Woman in Green --[written_by]--> Arthur Conan Doyle --[(INV) written_by]--> The Hound of the Baskervilles --[has_genre]--> Comedy
Neg LogProb(↓):   1.877437
Path Entropy(↓):  2.532014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did candy clark star in
Start Entity:     Candy Clark
Gold Answer:      [['More American Graffiti', 'The Big Sleep', 'Q', 'The Man Who Fell to Earth']]
Predicted Ans:    Q
Predicted Path:   Candy Clark --[(INV) starred_actors]--> Q --[starred_actors]--> Richard Roundtree --[(INV) starred_actors]--> Q
Path (Raw):       Candy Clark --[(INV) starred_actors]--> Q --[starred_actors]--> Richard Roundtree --[(INV) starred_actors]--> Q
Neg LogProb(↓):   0.326279
Path Entropy(↓):  1.032809
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by patty duke release
Start Entity:     Patty Duke
Gold Answer:      [['1967']]
Predicted Ans:    1967
Predicted Path:   Patty Duke --[(INV) starred_actors]--> Valley of the Dolls --[release_year]--> 1967
Path (Raw):       Patty Duke --[No Operation]--> Patty Duke --[(INV) starred_actors]--> Valley of the Dolls --[release_year]--> 1967
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by elizabeth allan
Start Entity:     Elizabeth Allan
Gold Answer:      [['Ralph Thomas', 'Tod Browning', 'George Cukor', 'Jack Conway']]
Predicted Ans:    George Cukor
Predicted Path:   Elizabeth Allan --[(INV) starred_actors]--> Camille --[directed_by]--> George Cukor
Path (Raw):       Elizabeth Allan --[No Operation]--> Elizabeth Allan --[(INV) starred_actors]--> Camille --[directed_by]--> George Cukor
Neg LogProb(↓):   0.096929
Path Entropy(↓):  0.314319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of affliction
Start Entity:     Affliction
Gold Answer:      [['Light Sleeper', 'Raging Bull', 'Hardcore', 'Forever Mine', 'The Sweet Hereafter', 'The Yakuza', 'American Gigolo', 'Light of Day', 'Obsession', 'Blue Collar', 'Touch', 'Taxi Driver', 'Rolling Thunder', 'Bringing Out the Dead', 'The Walker']]
Predicted Ans:    Obsession
Predicted Path:   Affliction --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession
Path (Raw):       Affliction --[No Operation]--> Affliction --[written_by]--> Paul Schrader --[(INV) written_by]--> Obsession
Neg LogProb(↓):   0.259502
Path Entropy(↓):  0.706629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of patricia arquette starred movies
Start Entity:     Patricia Arquette
Gold Answer:      [['Charlie Kaufman', 'Christopher Hampton', 'Rudolph Grey', 'Scott Alexander', 'Larry Karaszewski', 'David Lynch', 'Ole Bornedal', 'Richard Linklater', 'Joseph Conrad', 'Joe Connelly', 'David O. Russell', 'Paul Schrader', 'Barry Gifford', 'Ron Peer', 'Quentin Tarantino', 'Robby Henson']]
Predicted Ans:    Ole Bornedal
Predicted Path:   Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[written_by]--> Ole Bornedal
Path (Raw):       Patricia Arquette --[No Operation]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[written_by]--> Ole Bornedal
Neg LogProb(↓):   0.738957
Path Entropy(↓):  0.911408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did julio medem write
Start Entity:     Julio Medem
Gold Answer:      [['Room in Rome', 'Lovers of the Arctic Circle']]
Predicted Ans:    Lovers of the Arctic Circle
Predicted Path:   Julio Medem --[(INV) written_by]--> Lovers of the Arctic Circle --[written_by]--> Julio Medem --[(INV) written_by]--> Lovers of the Arctic Circle
Path (Raw):       Julio Medem --[(INV) written_by]--> Lovers of the Arctic Circle --[written_by]--> Julio Medem --[(INV) written_by]--> Lovers of the Arctic Circle
Neg LogProb(↓):   0.807106
Path Entropy(↓):  1.251916
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by david anspaugh were written by who
Start Entity:     David Anspaugh
Gold Answer:      [['Geoffrey Douglas', 'Ellen Simon', 'Angelo Pizzo']]
Predicted Ans:    Angelo Pizzo
Predicted Path:   David Anspaugh --[(INV) directed_by]--> Hoosiers --[written_by]--> Angelo Pizzo
Path (Raw):       David Anspaugh --[No Operation]--> David Anspaugh --[(INV) directed_by]--> Hoosiers --[written_by]--> Angelo Pizzo
Neg LogProb(↓):   0.239287
Path Entropy(↓):  0.525093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the laramie project, when was it released
Start Entity:     The Laramie Project
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   The Laramie Project --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       The Laramie Project --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.637935
Path Entropy(↓):  4.752585
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the girlfriend experience were in which genres
Start Entity:     The Girlfriend Experience
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   The Girlfriend Experience --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[has_genre]--> Mystery
Path (Raw):       The Girlfriend Experience --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> The Good German --[has_genre]--> Mystery
Neg LogProb(↓):   0.140994
Path Entropy(↓):  0.476783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film lie with me
Start Entity:     Lie with Me
Gold Answer:      [['Clement Virgo']]
Predicted Ans:    Clement Virgo
Predicted Path:   Lie with Me --[directed_by]--> Clement Virgo --[(INV) directed_by]--> Lie with Me --[directed_by]--> Clement Virgo
Path (Raw):       Lie with Me --[directed_by]--> Clement Virgo --[(INV) directed_by]--> Lie with Me --[directed_by]--> Clement Virgo
Neg LogProb(↓):   0.000249
Path Entropy(↓):  0.002319
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the syrian bride
Start Entity:     The Syrian Bride
Gold Answer:      [['Eran Riklis', 'Noah Stollman']]
Predicted Ans:    Eran Riklis
Predicted Path:   The Syrian Bride --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[written_by]--> Eran Riklis
Path (Raw):       The Syrian Bride --[directed_by]--> Eran Riklis --[(INV) directed_by]--> Lemon Tree --[written_by]--> Eran Riklis
Neg LogProb(↓):   0.001845
Path Entropy(↓):  0.014779
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of charlotte sometimes
Start Entity:     Charlotte Sometimes
Gold Answer:      [['9500 Liberty']]
Predicted Ans:    9500 Liberty
Predicted Path:   Charlotte Sometimes --[written_by]--> Eric Byler --[(INV) written_by]--> 9500 Liberty
Path (Raw):       Charlotte Sometimes --[No Operation]--> Charlotte Sometimes --[written_by]--> Eric Byler --[(INV) written_by]--> 9500 Liberty
Neg LogProb(↓):   0.044984
Path Entropy(↓):  0.188069
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did p. j. hogan write
Start Entity:     P.J. Hogan
Gold Answer:      [['Unconditional Love']]
Predicted Ans:    Unconditional Love
Predicted Path:   P.J. Hogan --[(INV) written_by]--> Unconditional Love --[written_by]--> P.J. Hogan --[(INV) written_by]--> Unconditional Love
Path (Raw):       P.J. Hogan --[(INV) written_by]--> Unconditional Love --[written_by]--> P.J. Hogan --[(INV) written_by]--> Unconditional Love
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie no man's land were released in which years
Start Entity:     No Man's Land
Gold Answer:      [['2004']]
Predicted Ans:    1988
Predicted Path:   No Man's Land --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade --[release_year]--> 1988
Path (Raw):       No Man's Land --[written_by]--> Dick Wolf --[(INV) written_by]--> Masquerade --[release_year]--> 1988
Neg LogProb(↓):   0.546414
Path Entropy(↓):  0.749265
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films written by arthur bernede
Start Entity:     Arthur Bernède
Gold Answer:      [['Francine Bergé', 'Channing Pollock']]
Predicted Ans:    Channing Pollock
Predicted Path:   Arthur Bernède --[(INV) written_by]--> Judex --[starred_actors]--> Channing Pollock
Path (Raw):       Arthur Bernède --[No Operation]--> Arthur Bernède --[(INV) written_by]--> Judex --[starred_actors]--> Channing Pollock
Neg LogProb(↓):   0.703796
Path Entropy(↓):  0.751855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did nicholas kilbertus star in
Start Entity:     Nicholas Kilbertus
Gold Answer:      [['The Kiss']]
Predicted Ans:    Grand Hotel
Predicted Path:   Nicholas Kilbertus --[(INV) starred_actors]--> The Kiss --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel
Path (Raw):       Nicholas Kilbertus --[(INV) starred_actors]--> The Kiss --[starred_actors]--> Greta Garbo --[(INV) starred_actors]--> Grand Hotel
Neg LogProb(↓):   0.087044
Path Entropy(↓):  0.325365
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by jonathan kaplan in
Start Entity:     Jonathan Kaplan
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Jonathan Kaplan --[(INV) directed_by]--> Brokedown Palace --[has_genre]--> Drama
Path (Raw):       Jonathan Kaplan --[No Operation]--> Jonathan Kaplan --[(INV) directed_by]--> Brokedown Palace --[has_genre]--> Drama
Neg LogProb(↓):   0.011569
Path Entropy(↓):  0.076633
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of attack of the 50 foot woman
Start Entity:     Attack of the 50 Foot Woman
Gold Answer:      [['Not of This Earth']]
Predicted Ans:    Not of This Earth
Predicted Path:   Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth
Path (Raw):       Attack of the 50 Foot Woman --[No Operation]--> Attack of the 50 Foot Woman --[written_by]--> Mark Hanna --[(INV) written_by]--> Not of This Earth
Neg LogProb(↓):   0.205406
Path Entropy(↓):  0.481259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the strange one released
Start Entity:     The Strange One
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   The Strange One --[release_year]--> 1957 --[(INV) release_year]--> Time Limit --[release_year]--> 1957
Path (Raw):       The Strange One --[release_year]--> 1957 --[(INV) release_year]--> Time Limit --[release_year]--> 1957
Neg LogProb(↓):   1.813671
Path Entropy(↓):  3.407330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with chalet girl fall under
Start Entity:     Chalet Girl
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chalet Girl --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[has_genre]--> Comedy
Path (Raw):       Chalet Girl --[starred_actors]--> Felicity Jones --[(INV) starred_actors]--> Chalet Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.108038
Path Entropy(↓):  0.388816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by bryan greenberg
Start Entity:     bryan greenberg
Gold Answer:      [['Nobel Son', 'The Perfect Score', 'Prime']]
Predicted Ans:    Prime
Predicted Path:   bryan greenberg --[(INV) has_tags]--> Prime --[has_tags]--> bryan greenberg --[(INV) has_tags]--> Prime
Path (Raw):       bryan greenberg --[(INV) has_tags]--> Prime --[has_tags]--> bryan greenberg --[(INV) has_tags]--> Prime
Neg LogProb(↓):   0.123629
Path Entropy(↓):  0.449612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by left luggage actors
Start Entity:     Left Luggage
Gold Answer:      [['Mark Goldblatt', 'Jonathan Hensleigh', 'Jeroen Krabbé', 'Paul Verhoeven', 'Gérard Corbiau']]
Predicted Ans:    Paul Verhoeven
Predicted Path:   Left Luggage --[starred_actors]--> Jeroen Krabbé --[(INV) starred_actors]--> Soldier of Orange --[directed_by]--> Paul Verhoeven
Path (Raw):       Left Luggage --[starred_actors]--> Jeroen Krabbé --[(INV) starred_actors]--> Soldier of Orange --[directed_by]--> Paul Verhoeven
Neg LogProb(↓):   0.001176
Path Entropy(↓):  0.009459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did monte hale act in
Start Entity:     Monte Hale
Gold Answer:      [['Out California Way']]
Predicted Ans:    Out California Way
Predicted Path:   Monte Hale --[(INV) starred_actors]--> Out California Way --[starred_actors]--> Monte Hale --[(INV) starred_actors]--> Out California Way
Path (Raw):       Monte Hale --[(INV) starred_actors]--> Out California Way --[starred_actors]--> Monte Hale --[(INV) starred_actors]--> Out California Way
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film bad lieutenant was written by who
Start Entity:     Bad Lieutenant
Gold Answer:      [['Abel Ferrara', 'Zoë Lund']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Bad Lieutenant --[written_by]--> Abel Ferrara --[(INV) written_by]--> Go Go Tales --[written_by]--> Abel Ferrara
Path (Raw):       Bad Lieutenant --[written_by]--> Abel Ferrara --[(INV) written_by]--> Go Go Tales --[written_by]--> Abel Ferrara
Neg LogProb(↓):   0.909121
Path Entropy(↓):  1.352901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film somebody up there likes me released
Start Entity:     Somebody Up There Likes Me
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   Somebody Up There Likes Me --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Path (Raw):       Somebody Up There Likes Me --[release_year]--> 1956 --[(INV) release_year]--> The King and Four Queens --[release_year]--> 1956
Neg LogProb(↓):   3.412726
Path Entropy(↓):  4.391826
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by lorraine nicholson
Start Entity:     Lorraine Nicholson
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Lorraine Nicholson --[(INV) starred_actors]--> Soul Surfer --[has_genre]--> Drama
Path (Raw):       Lorraine Nicholson --[No Operation]--> Lorraine Nicholson --[(INV) starred_actors]--> Soul Surfer --[has_genre]--> Drama
Neg LogProb(↓):   0.000310
Path Entropy(↓):  0.002814
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by hamilton deane
Start Entity:     Hamilton Deane
Gold Answer:      [['Kate Nelligan', 'Laurence Olivier', 'Bela Lugosi', 'Donald Pleasence', 'Frank Langella']]
Predicted Ans:    Donald Pleasence
Predicted Path:   Hamilton Deane --[(INV) written_by]--> Dracula --[starred_actors]--> Donald Pleasence
Path (Raw):       Hamilton Deane --[No Operation]--> Hamilton Deane --[(INV) written_by]--> Dracula --[starred_actors]--> Donald Pleasence
Neg LogProb(↓):   0.708682
Path Entropy(↓):  0.784489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film safe
Start Entity:     Safe
Gold Answer:      [['2012']]
Predicted Ans:    1995
Predicted Path:   Safe --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Safe --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   3.048056
Path Entropy(↓):  4.713433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films directed by the director of blondie of the follies
Start Entity:     Blondie of the Follies
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Blondie of the Follies --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       Blondie of the Follies --[directed_by]--> Edmund Goulding --[(INV) directed_by]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.001771
Path Entropy(↓):  0.013655
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of a date with judy starred who
Start Entity:     A Date with Judy
Gold Answer:      [['Fred Astaire', 'June Allyson', 'Madeleine Carroll', 'Fred MacMurray', 'Henry Fonda', 'Ronald Colman', 'Elvis Presley', 'James Stewart', 'Lana Turner', 'Elizabeth Taylor', 'Deborah Kerr', 'Louis Calhern', 'Red Skelton', 'Wallace Beery', 'Anne Crawford', 'Lynne Frederick', 'Myrna Loy', 'Lee J. Cobb', 'Raymond Massey', 'Mel Ferrer', 'George Sanders', 'Stewart Granger', 'Mario Lanza', 'Marjorie Main', 'Elke Sommer', 'Sam Neill', 'Robert Walker', 'Hedy Lamarr', 'Donald Crisp', 'William Powell', 'Edmund Purdom', 'Dame May Whitty', 'Joan Crawford', 'Betta St. John', 'Anthony Andrews', 'Robert Taylor', 'Sydney Greenstreet', 'John Beal', 'Carolyn Jones', 'Carroll Baker', 'Florence Rice', 'Ann Blyth', 'Arlene Dahl', 'Rosalind Russell', 'Gene Kelly', 'Ava Gardner', 'Joan Fontaine', 'Mickey Shaughnessy', 'Judy Tyler', 'Lionel Jeffries', 'Jane Greer', 'Edward Kerr', 'Spencer Tracy', 'Christopher Reeve', 'James Mason', 'C. Aubrey Smith', 'Kim Cattrall', 'Peter Sellers']]
Predicted Ans:    Stewart Granger
Predicted Path:   A Date with Judy --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[starred_actors]--> Stewart Granger
Path (Raw):       A Date with Judy --[directed_by]--> Richard Thorpe --[(INV) directed_by]--> All the Brothers Were Valiant --[starred_actors]--> Stewart Granger
Neg LogProb(↓):   0.992967
Path Entropy(↓):  2.147369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does olga baclanova star in
Start Entity:     Olga Baclanova
Gold Answer:      [['The Docks of New York', 'The Man Who Laughs']]
Predicted Ans:    The Man Who Laughs
Predicted Path:   Olga Baclanova --[(INV) starred_actors]--> The Docks of New York --[starred_actors]--> Olga Baclanova --[(INV) starred_actors]--> The Man Who Laughs
Path (Raw):       Olga Baclanova --[(INV) starred_actors]--> The Docks of New York --[starred_actors]--> Olga Baclanova --[(INV) starred_actors]--> The Man Who Laughs
Neg LogProb(↓):   1.075596
Path Entropy(↓):  1.340729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film shrink were released in which years
Start Entity:     Shrink
Gold Answer:      [['1995', '1998', '2000', '1997', '2009', '2001', '2008', '2003', '1992', '2005', '2010', '2004', '1996', '2006', '1994', '1999', '2011']]
Predicted Ans:    2003
Predicted Path:   Shrink --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[release_year]--> 2003
Path (Raw):       Shrink --[starred_actors]--> Kevin Spacey --[(INV) starred_actors]--> The Life of David Gale --[release_year]--> 2003
Neg LogProb(↓):   1.121148
Path Entropy(↓):  1.696169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies together with kantz
Start Entity:     Kantz
Gold Answer:      [['Ben Ramsey']]
Predicted Ans:    Ben Ramsey
Predicted Path:   Kantz --[(INV) directed_by]--> Love and a Bullet --[directed_by]--> Ben Ramsey
Path (Raw):       Kantz --[No Operation]--> Kantz --[(INV) directed_by]--> Love and a Bullet --[directed_by]--> Ben Ramsey
Neg LogProb(↓):   0.028284
Path Entropy(↓):  0.127323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of dersu uzala also directed which movies
Start Entity:     Dersu Uzala
Gold Answer:      [['Ikiru', 'The Bad Sleep Well', 'No Regrets for Our Youth', 'One Wonderful Sunday', 'Madadayo', "Dodes'ka-den", 'Throne of Blood', 'Rashomon', 'Yojimbo', 'Sanjuro', 'Seven Samurai', 'Rhapsody in August', 'Sanshiro Sugata', 'Kagemusha', 'Ran', 'High and Low', 'Dreams', 'Stray Dog', 'Drunken Angel', 'Red Beard', 'The Hidden Fortress', 'The Quiet Duel']]
Predicted Ans:    Ran
Predicted Path:   Dersu Uzala --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran
Path (Raw):       Dersu Uzala --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[No Operation]--> Ran
Neg LogProb(↓):   1.246323
Path Entropy(↓):  2.172006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor john krasinski is a co - star of who
Start Entity:     John Krasinski
Gold Answer:      [['Meryl Streep', 'Rosemarie DeWitt', 'Steve Martin', 'India Ennenga', "Catherine O'Hara", 'Alec Baldwin', 'Carmen Ejogo', 'Maya Rudolph', 'Mandy Moore', 'Ginnifer Goodwin', 'Colin Egglesfield', 'Olivia Thirlby', 'Kate Hudson', 'Robin Williams']]
Predicted Ans:    Catherine O'Hara
Predicted Path:   John Krasinski --[(INV) starred_actors]--> Away We Go --[starred_actors]--> Catherine O'Hara
Path (Raw):       John Krasinski --[No Operation]--> John Krasinski --[(INV) starred_actors]--> Away We Go --[starred_actors]--> Catherine O'Hara
Neg LogProb(↓):   0.377915
Path Entropy(↓):  0.704466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of places in the heart
Start Entity:     Places in the Heart
Gold Answer:      [['Bruce Willis', 'Dustin Hoffman', 'Radha Mitchell', 'Anthony Hopkins', 'Barry Brown', 'Lily Tomlin', 'Loren Dean', 'Jessica Tandy', 'Ellen Barkin', 'Greg Kinnear', 'Eric Roberts', 'Chris Rock', 'Meryl Streep', 'Nicole Kidman', 'Kim Basinger', 'Paul Newman', 'Roy Scheider', 'Gene Hackman', 'Laurence Fishburne', 'Susan Sarandon', 'Art Carney', 'Jeff Bridges', 'Billy Burke', 'Mare Winningham', 'Eugene Roche', 'Frank Langella', 'Bill Macy', 'Melanie Griffith', 'Kristen Stewart', 'Reese Witherspoon', 'Rosanna Arquette', 'Gary Sinise', 'Joe Grifasi', 'Morgan Freeman']]
Predicted Ans:    Eric Roberts
Predicted Path:   Places in the Heart --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool --[starred_actors]--> Eric Roberts
Path (Raw):       Places in the Heart --[directed_by]--> Robert Benton --[(INV) directed_by]--> Nobody's Fool --[starred_actors]--> Eric Roberts
Neg LogProb(↓):   0.748316
Path Entropy(↓):  1.913887
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with ransom
Start Entity:     Ransom
Gold Answer:      [['Gold Diggers of 1937', 'The Day They Robbed the Bank of England', 'A View to a Kill', 'Dr. No', 'Flying Down to Rio', 'The Man with the Golden Gun', 'The Great Gatsby', 'Thunderball', 'The Spy Who Loved Me', 'Trader Horn', 'Forbidden Planet', 'For Your Eyes Only', 'Octopussy', 'Licence to Kill', 'They Gave Him a Gun']]
Predicted Ans:    The Great Gatsby
Predicted Path:   Ransom --[written_by]--> Richard Maibaum --[(INV) written_by]--> The Great Gatsby
Path (Raw):       Ransom --[written_by]--> Richard Maibaum --[(INV) written_by]--> The Great Gatsby --[No Operation]--> The Great Gatsby
Neg LogProb(↓):   0.680855
Path Entropy(↓):  1.704518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by brian g. hutton
Start Entity:     Brian G. Hutton
Gold Answer:      [['Alistair MacLean', 'Lawrence Sanders', 'Jon Cleary', 'Mann Rubin']]
Predicted Ans:    Alistair MacLean
Predicted Path:   Brian G. Hutton --[(INV) directed_by]--> Where Eagles Dare --[written_by]--> Alistair MacLean
Path (Raw):       Brian G. Hutton --[No Operation]--> Brian G. Hutton --[(INV) directed_by]--> Where Eagles Dare --[written_by]--> Alistair MacLean
Neg LogProb(↓):   0.000163
Path Entropy(↓):  0.001681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of from paris with love
Start Entity:     From Paris with Love
Gold Answer:      [['Luc Besson']]
Predicted Ans:    Luc Besson
Predicted Path:   From Paris with Love --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[written_by]--> Luc Besson
Path (Raw):       From Paris with Love --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[written_by]--> Luc Besson
Neg LogProb(↓):   0.083416
Path Entropy(↓):  0.348592
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the stepfather fall under
Start Entity:     The Stepfather
Gold Answer:      [['Thriller', 'Adventure', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   The Stepfather --[starred_actors]--> Sela Ward --[(INV) starred_actors]--> The Stepfather --[has_genre]--> Horror
Path (Raw):       The Stepfather --[starred_actors]--> Sela Ward --[(INV) starred_actors]--> The Stepfather --[has_genre]--> Horror
Neg LogProb(↓):   0.681418
Path Entropy(↓):  1.127554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the writer of corrina, corrina
Start Entity:     Corrina, Corrina
Gold Answer:      [['Jessie Nelson']]
Predicted Ans:    Dan Fogelman
Predicted Path:   Corrina, Corrina --[written_by]--> Jessie Nelson --[(INV) written_by]--> Fred Claus --[written_by]--> Dan Fogelman
Path (Raw):       Corrina, Corrina --[written_by]--> Jessie Nelson --[(INV) written_by]--> Fred Claus --[written_by]--> Dan Fogelman
Neg LogProb(↓):   0.148186
Path Entropy(↓):  0.477757
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of super sucker
Start Entity:     Super Sucker
Gold Answer:      [['Jeff Daniels']]
Predicted Ans:    Jeff Daniels
Predicted Path:   Super Sucker --[directed_by]--> Jeff Daniels --[(INV) directed_by]--> Escanaba in da Moonlight --[starred_actors]--> Jeff Daniels
Path (Raw):       Super Sucker --[directed_by]--> Jeff Daniels --[(INV) directed_by]--> Escanaba in da Moonlight --[starred_actors]--> Jeff Daniels
Neg LogProb(↓):   0.000464
Path Entropy(↓):  0.004023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of true romance
Start Entity:     True Romance
Gold Answer:      [['Bed of Roses', 'Thunderheart', 'Batman Forever', 'Paris Trout', 'The Traveler', 'Hoosiers', 'Beyond Rangoon', 'Tombstone', 'Super Mario Bros.', 'Heathers', 'MacGruber', 'Search and Destroy', 'House of 9', 'Untamed Heart', 'Wings of Courage', 'Alone in the Dark', 'Flirting with Disaster', 'Out of the Blue', 'Black Widow', 'Julian Po', 'Very Bad Things', 'The Doors', 'Queen of Blood', 'The Salton Sea', 'Guns, Girls and Gambling', 'Easy Rider', 'Murder in the First', 'Streets of Blood', 'Jimmy Hollywood', 'Heat', "Dolan's Cadillac", 'Boyhood', 'Kiss Kiss Bang Bang', 'Twixt', 'Who Is Cletis Tout?', 'The Contender', 'Top Gun', 'Broken Arrow', 'Ed Wood', 'The River Murders', 'Red Planet', 'Blind Horizon', 'Holy Matrimony', 'Beyond the Stars', 'Gleaming the Cube', 'Lost Highway', 'Mobsters', 'The Secret Agent', 'Speed', 'Kuffs', 'The American Friend', 'Soldiers of Fortune', 'The Keeper', 'He Was a Quiet Man', 'Night Tide', 'Blood Out', 'Boiling Point', 'Flashback', 'Nightwatch', 'The Osterman Weekend', 'Conspiracy', 'Kill the Irishman', 'The Name of the Rose', 'Willow', 'Human Nature', 'Young Guns II', '3000 Miles to Graceland', 'The Badge', 'Wonderland', 'Played', 'The Texas Chainsaw Massacre 2', 'Catchfire', 'At First Sight', 'Blue Velvet', 'Elegy', 'Ticker', 'Hard Rain', 'Carried Away', 'Bringing Out the Dead', 'The Real McCoy', 'The Thaw', 'The Saint', 'The Island of Dr. Moreau', 'The Deal', 'Chattahoochee', 'Goodbye Lover', 'Spartan', 'The Ghost and the Darkness', 'Alpha and Omega', 'Human Highway', 'Pump Up the Volume', 'Stigmata', 'Real Genius']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   True Romance --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       True Romance --[starred_actors]--> Val Kilmer --[No Operation]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   1.167570
Path Entropy(↓):  2.718086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by a home at the end of the world writers release
Start Entity:     A Home at the End of the World
Gold Answer:      [['2002', '2007']]
Predicted Ans:    2002
Predicted Path:   A Home at the End of the World --[written_by]--> Michael Cunningham --[(INV) written_by]--> The Hours --[release_year]--> 2002
Path (Raw):       A Home at the End of the World --[written_by]--> Michael Cunningham --[(INV) written_by]--> The Hours --[release_year]--> 2002
Neg LogProb(↓):   0.171379
Path Entropy(↓):  0.438039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in memphis belle
Start Entity:     Memphis Belle
Gold Answer:      [['Matthew Modine', 'Eric Stoltz']]
Predicted Ans:    Linda Fiorentino
Predicted Path:   Memphis Belle --[starred_actors]--> Matthew Modine --[(INV) starred_actors]--> Vision Quest --[starred_actors]--> Linda Fiorentino
Path (Raw):       Memphis Belle --[starred_actors]--> Matthew Modine --[(INV) starred_actors]--> Vision Quest --[starred_actors]--> Linda Fiorentino
Neg LogProb(↓):   0.528766
Path Entropy(↓):  1.133897
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the films whose screenwriters also wrote jennifer 8
Start Entity:     Jennifer 8
Gold Answer:      [['John Malkovich', 'Joaquin Phoenix', 'Haing S. Ngor', 'Vince Vaughn', 'Johnny Depp', 'Richard E. Grant', 'Rachel Ward', 'Julian Sands', 'Sam Waterston', 'Anne Heche']]
Predicted Ans:    Richard E. Grant
Predicted Path:   Jennifer 8 --[written_by]--> Bruce Robinson --[(INV) written_by]--> How to Get Ahead in Advertising --[starred_actors]--> Richard E. Grant
Path (Raw):       Jennifer 8 --[written_by]--> Bruce Robinson --[(INV) written_by]--> How to Get Ahead in Advertising --[starred_actors]--> Richard E. Grant
Neg LogProb(↓):   0.285091
Path Entropy(↓):  0.815230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by drive angry actors
Start Entity:     Drive Angry
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Andrew Niccol', 'Vic Armstrong', 'Paco Cabezas', 'Robin Hardy', 'Martin Scorsese', 'Chris Sanders', 'George Gallo', 'Alex Proyas', 'Richard Benjamin', 'Gore Verbinski', 'Mike Figgis', 'Christopher Coppola', 'Charles Jarrott', 'Jon Turteltaub', 'Henry Hathaway', 'Oliver Stone', 'John Woo', 'Michael Bay', 'Sally Potter', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Marcos Efron', 'Sam Pillsbury', 'Joel Schumacher', 'John Carpenter', 'Hugh Wilson', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Matthew Leutwyler', 'Robert Luketic', 'Robert Bierman', 'Jonathan Levine', 'Brad Silberling', 'Dominic Sena', 'Andrew Bergman', 'John G. Avildsen', 'Brett Ratner', 'George C. Scott', 'McG', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'Norman Jewison', 'Robert Rodriguez', 'John A. Davis', 'Barbet Schroeder', 'Derrick Borte', 'Brian De Palma', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   Drive Angry --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Drive Angry --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.524256
Path Entropy(↓):  1.466857
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed red line 7000
Start Entity:     Red Line 7000
Gold Answer:      [['Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Red Line 7000 --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Path (Raw):       Red Line 7000 --[directed_by]--> Howard Hawks --[(INV) directed_by]--> Red Line 7000 --[directed_by]--> Howard Hawks
Neg LogProb(↓):   0.708537
Path Entropy(↓):  1.429795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by frances starr
Start Entity:     Frances Starr
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   Frances Starr --[(INV) starred_actors]--> The Star Witness --[directed_by]--> William A. Wellman
Path (Raw):       Frances Starr --[No Operation]--> Frances Starr --[(INV) starred_actors]--> The Star Witness --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did yvonne monlaur act in
Start Entity:     Yvonne Monlaur
Gold Answer:      [['The Brides of Dracula', 'Circus of Horrors']]
Predicted Ans:    The Brides of Dracula
Predicted Path:   Yvonne Monlaur --[(INV) starred_actors]--> The Brides of Dracula --[starred_actors]--> Martita Hunt --[(INV) starred_actors]--> The Brides of Dracula
Path (Raw):       Yvonne Monlaur --[(INV) starred_actors]--> The Brides of Dracula --[starred_actors]--> Martita Hunt --[(INV) starred_actors]--> The Brides of Dracula
Neg LogProb(↓):   0.678632
Path Entropy(↓):  1.099637
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of april fool's day starred who
Start Entity:     April Fool's Day
Gold Answer:      [['Cory Knauf', 'Bret Roberts', 'Taylor Cole']]
Predicted Ans:    Cory Knauf
Predicted Path:   April Fool's Day --[written_by]--> Mitchell Altieri --[(INV) written_by]--> The Violent Kind --[starred_actors]--> Cory Knauf
Path (Raw):       April Fool's Day --[written_by]--> Mitchell Altieri --[(INV) written_by]--> The Violent Kind --[starred_actors]--> Cory Knauf
Neg LogProb(↓):   0.066179
Path Entropy(↓):  0.322938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie psycho ii are directed by who
Start Entity:     Psycho II
Gold Answer:      [['Larry Stewart', 'George Cukor', 'William Richert', 'John Schlesinger', 'Stephen Frears', 'Vincent McEveety', 'Edward Zwick', 'Joseph Anthony', 'John Huston', 'Stuart Rosenberg', 'William Berke', 'Lester Wm. Berke', 'Jack Nicholson', 'Anthony Perkins', 'Gordon Hessler', 'Graham Baker', 'Henry Hathaway', 'Steven Schachter', 'John Ford', 'Penny Marshall', 'Noel Black', 'Alan Rudolph', 'Jim McBride', 'Harvey Kahn', 'William Lustig', 'Anthony Mann', 'Jules Dassin', 'Stanley Kramer', 'Anatole Litvak', 'Abel Ferrara', 'David Miller', 'Gus Van Sant', 'Bernard McEveety', 'Russell Mulcahy', 'Bob Swaim', 'John Hillcoat', 'Joshua Logan', 'Robert Mulligan', 'Rory Kelly', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Delbert Mann', 'Norman Tokar', 'Wallace Wolodarsky', 'William Wyler', 'Norman Jewison', 'Mark L. Lester', 'Gabriel Sabloff', 'Orson Welles', 'Michael Dinner', 'Robert Stevenson', 'Stan Dragoti', 'Gary Nelson']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Psycho II --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[directed_by]--> Abel Ferrara
Path (Raw):       Psycho II --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Body Snatchers --[directed_by]--> Abel Ferrara
Neg LogProb(↓):   1.032756
Path Entropy(↓):  1.656274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote poor boy's game
Start Entity:     Poor Boy's Game
Gold Answer:      [['Chaz Thorne', 'Clement Virgo']]
Predicted Ans:    Clement Virgo
Predicted Path:   Poor Boy's Game --[written_by]--> Clement Virgo --[(INV) written_by]--> Lie with Me --[directed_by]--> Clement Virgo
Path (Raw):       Poor Boy's Game --[written_by]--> Clement Virgo --[(INV) written_by]--> Lie with Me --[directed_by]--> Clement Virgo
Neg LogProb(↓):   0.116252
Path Entropy(↓):  0.351194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed house of women
Start Entity:     House of Women
Gold Answer:      [['1926', '1959']]
Predicted Ans:    1926
Predicted Path:   House of Women --[directed_by]--> Crane Wilbur --[(INV) directed_by]--> The Bat --[release_year]--> 1926
Path (Raw):       House of Women --[directed_by]--> Crane Wilbur --[(INV) directed_by]--> The Bat --[release_year]--> 1926
Neg LogProb(↓):   0.673062
Path Entropy(↓):  1.503554
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the pope of greenwich village actors
Start Entity:     The Pope of Greenwich Village
Gold Answer:      [['English', 'Greek']]
Predicted Ans:    English
Predicted Path:   The Pope of Greenwich Village --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Domino --[in_language]--> English
Path (Raw):       The Pope of Greenwich Village --[starred_actors]--> Mickey Rourke --[(INV) starred_actors]--> Domino --[in_language]--> English
Neg LogProb(↓):   0.003930
Path Entropy(↓):  0.030871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by michael sucsy were written by who
Start Entity:     Michael Sucsy
Gold Answer:      [['Patricia Rozema']]
Predicted Ans:    Patricia Rozema
Predicted Path:   Michael Sucsy --[(INV) directed_by]--> Grey Gardens --[written_by]--> Patricia Rozema
Path (Raw):       Michael Sucsy --[No Operation]--> Michael Sucsy --[(INV) directed_by]--> Grey Gardens --[written_by]--> Patricia Rozema
Neg LogProb(↓):   0.328040
Path Entropy(↓):  0.687329
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by philippe le guay were released in which years
Start Entity:     Philippe Le Guay
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Philippe Le Guay --[(INV) written_by]--> The Women on the 6th Floor --[release_year]--> 2010
Path (Raw):       Philippe Le Guay --[No Operation]--> Philippe Le Guay --[(INV) written_by]--> The Women on the 6th Floor --[release_year]--> 2010
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by amber benson
Start Entity:     Amber Benson
Gold Answer:      [['James Marsters']]
Predicted Ans:    Steve Sandvoss
Predicted Path:   Amber Benson --[(INV) starred_actors]--> Latter Days --[starred_actors]--> Steve Sandvoss
Path (Raw):       Amber Benson --[No Operation]--> Amber Benson --[(INV) starred_actors]--> Latter Days --[starred_actors]--> Steve Sandvoss
Neg LogProb(↓):   0.211293
Path Entropy(↓):  0.691045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
On borrowed time, when was it released
Start Entity:     On Borrowed Time
Gold Answer:      [['1939']]
Predicted Ans:    1939
Predicted Path:   On Borrowed Time --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       On Borrowed Time --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   1.346890
Path Entropy(↓):  2.883624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in cocktail
Start Entity:     Cocktail
Gold Answer:      [['Gregor Jordan', 'Tom Cruise', 'Richard Price', 'Edward Zwick', 'Paul Brickman', "John O'Brien", 'Tom Ackermann', 'Bruce Beresford', 'David Caesar', 'Everett De Roche', 'John Paxton', 'Dick Christie', 'Joseph Kosinski', 'Ron Howard', 'Barry Morrow', 'Mateo Gil', 'Oliver Stone', 'Jon Cohen', 'Paul McCartney', 'Bob Dolman', 'Ehud Yonay', 'Philip K. Dick', 'Matthew Michael Carnahan', 'Stuart Beattie', 'David M. Rosenthal', 'Jonathan Thies', 'Jon Land', 'Ronald Bass', 'David Koepp', 'David Simkins', 'Hiroshi Sakurazaka', 'Josh Friedman', 'John Grisham', 'Jonathan Hensleigh', 'E. Max Frye', 'Leslie Charteris', 'Wesley Strick', 'Katherine Brooks', 'Christopher McQuarrie', 'Lee Child', 'Jim Cash', 'Cameron Crowe', 'Kenneth G. Ross', 'Nevil Shute', 'John Logan', 'Ron Kovic', 'James Hadley Chase', 'Alejandro Amenábar', 'Aaron Sorkin', 'Walter Tevis', 'James Burke', 'Lee David Zlotoff', 'Robert Mark Kamen', 'Mike Figgis']]
Predicted Ans:    Mateo Gil
Predicted Path:   Cocktail --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[written_by]--> Mateo Gil
Path (Raw):       Cocktail --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[written_by]--> Mateo Gil
Neg LogProb(↓):   0.487335
Path Entropy(↓):  1.376511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the descendants fall under
Start Entity:     The Descendants
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Descendants --[directed_by]--> Alexander Payne --[(INV) directed_by]--> Election --[has_genre]--> Comedy
Path (Raw):       The Descendants --[directed_by]--> Alexander Payne --[(INV) directed_by]--> Election --[has_genre]--> Comedy
Neg LogProb(↓):   0.158331
Path Entropy(↓):  0.482365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of clockstoppers
Start Entity:     Clockstoppers
Gold Answer:      [['Comedy']]
Predicted Ans:    David N. Weiss
Predicted Path:   Clockstoppers --[written_by]--> J. David Stem --[(INV) written_by]--> Clockstoppers --[written_by]--> David N. Weiss
Path (Raw):       Clockstoppers --[written_by]--> J. David Stem --[(INV) written_by]--> Clockstoppers --[written_by]--> David N. Weiss
Neg LogProb(↓):   0.571597
Path Entropy(↓):  1.023858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies directed by the china seas director
Start Entity:     China Seas
Gold Answer:      [['Tom Miranda', 'David Mamet', 'John Meehan', 'Gene Towne', 'C. Graham Baker', 'Robert Thoeren', 'Louis Bromfield', 'Mel Dinelli', 'Tom Lewis', 'Polly James', 'Bartlett Cormack', 'Hans Habe', 'Sonya Levien', 'James M. Cain', 'Marcia Davenport', 'Bess Streeter Aldrich']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   China Seas --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Racket --[written_by]--> Bartlett Cormack
Path (Raw):       China Seas --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Racket --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   0.992679
Path Entropy(↓):  1.498095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of guess who's coming to dinner
Start Entity:     Guess Who's Coming to Dinner
Gold Answer:      [['Fred Astaire', 'Marlene Dietrich', 'José Ferrer', 'Theodore Bikel', 'Cary Grant', 'Sophia Loren', 'Gregory Peck', 'Anthony Perkins', 'Faye Dunaway', 'Anthony Quinn', 'Richard Widmark', 'Jack Lemmon', 'Fredric March', 'Robert Mitchum', 'Charles McGraw', 'Vivien Leigh', 'Lee Marvin', 'Gloria Grahame', 'Olivia de Havilland', 'Virna Lisi', 'Sidney Poitier', 'Anna Magnani', 'Dick York', 'Tony Curtis', 'Simone Signoret', 'Burt Lancaster', 'Hardy Krüger', 'George C. Scott', 'Gene Kelly', 'Ava Gardner', 'Buddy Hackett', 'Sid Caesar', 'Milton Berle', 'Armand Assante', 'Frank Sinatra', 'Spencer Tracy', 'Rachel Ward', 'Bryan Brown']]
Predicted Ans:    George C. Scott
Predicted Path:   Guess Who's Coming to Dinner --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Inherit the Wind --[starred_actors]--> George C. Scott
Path (Raw):       Guess Who's Coming to Dinner --[directed_by]--> Stanley Kramer --[(INV) directed_by]--> Inherit the Wind --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.913605
Path Entropy(↓):  2.107842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the river
Start Entity:     The River
Gold Answer:      [['1984']]
Predicted Ans:    1951
Predicted Path:   The River --[release_year]--> 1951 --[(INV) release_year]--> The Tall Target --[release_year]--> 1951
Path (Raw):       The River --[release_year]--> 1951 --[(INV) release_year]--> The Tall Target --[release_year]--> 1951
Neg LogProb(↓):   2.661383
Path Entropy(↓):  4.270624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer john michael mcdonagh
Start Entity:     John Michael McDonagh
Gold Answer:      [["Chris O'Dowd", 'Brendan Gleeson', 'Kelly Reilly', 'Heath Ledger', 'Aidan Gillen', 'Mick Jagger', 'Mark McManus']]
Predicted Ans:    Heath Ledger
Predicted Path:   John Michael McDonagh --[(INV) written_by]--> Ned Kelly --[starred_actors]--> Heath Ledger
Path (Raw):       John Michael McDonagh --[No Operation]--> John Michael McDonagh --[(INV) written_by]--> Ned Kelly --[starred_actors]--> Heath Ledger
Neg LogProb(↓):   0.257658
Path Entropy(↓):  0.787103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by skander halim
Start Entity:     Skander Halim
Gold Answer:      [['Evan Rachel Wood']]
Predicted Ans:    Evan Rachel Wood
Predicted Path:   Skander Halim --[(INV) written_by]--> Pretty Persuasion --[starred_actors]--> Evan Rachel Wood
Path (Raw):       Skander Halim --[No Operation]--> Skander Halim --[(INV) written_by]--> Pretty Persuasion --[starred_actors]--> Evan Rachel Wood
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by vincent youmans
Start Entity:     Vincent Youmans
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Vincent Youmans --[(INV) written_by]--> Tea for Two --[has_genre]--> Musical
Path (Raw):       Vincent Youmans --[No Operation]--> Vincent Youmans --[(INV) written_by]--> Tea for Two --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jessica lundy were in which genres
Start Entity:     Jessica Lundy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jessica Lundy --[(INV) starred_actors]--> RocketMan --[has_genre]--> Comedy
Path (Raw):       Jessica Lundy --[No Operation]--> Jessica Lundy --[(INV) starred_actors]--> RocketMan --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter susan minot co - wrote films with who
Start Entity:     Susan Minot
Gold Answer:      [['Michael Cunningham', 'Bernardo Bertolucci']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   Susan Minot --[(INV) written_by]--> Stealing Beauty --[written_by]--> Bernardo Bertolucci
Path (Raw):       Susan Minot --[No Operation]--> Susan Minot --[(INV) written_by]--> Stealing Beauty --[written_by]--> Bernardo Bertolucci
Neg LogProb(↓):   0.000456
Path Entropy(↓):  0.004237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did michele placido direct
Start Entity:     Michele Placido
Gold Answer:      [['Romanzo Criminale']]
Predicted Ans:    Romanzo Criminale
Predicted Path:   Michele Placido --[(INV) directed_by]--> Romanzo Criminale --[directed_by]--> Michele Placido --[(INV) directed_by]--> Romanzo Criminale
Path (Raw):       Michele Placido --[(INV) directed_by]--> Romanzo Criminale --[directed_by]--> Michele Placido --[(INV) directed_by]--> Romanzo Criminale
Neg LogProb(↓):   0.020797
Path Entropy(↓):  0.100969
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with pen densham
Start Entity:     Pen Densham
Gold Answer:      [['Daniel Defoe']]
Predicted Ans:    Daniel Defoe
Predicted Path:   Pen Densham --[(INV) written_by]--> Moll Flanders --[written_by]--> Daniel Defoe
Path (Raw):       Pen Densham --[No Operation]--> Pen Densham --[(INV) written_by]--> Moll Flanders --[written_by]--> Daniel Defoe
Neg LogProb(↓):   0.000229
Path Entropy(↓):  0.002151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by anne bobby
Start Entity:     Anne Bobby
Gold Answer:      [['Clive Barker']]
Predicted Ans:    Clive Barker
Predicted Path:   Anne Bobby --[(INV) starred_actors]--> Nightbreed --[directed_by]--> Clive Barker
Path (Raw):       Anne Bobby --[No Operation]--> Anne Bobby --[(INV) starred_actors]--> Nightbreed --[directed_by]--> Clive Barker
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the state of things
Start Entity:     The State of Things
Gold Answer:      [['Buena Vista Social Club', 'Land of Plenty', 'Palermo Shooting', 'The American Friend', 'Until the End of the World', 'Beyond the Clouds', 'Pina', "Don't Come Knocking", 'Faraway, So Close!', 'Kings of the Road', "The Goalie's Anxiety at the Penalty Kick", 'The End of Violence', 'The Scarlet Letter', 'Lisbon Story', 'The Salt of the Earth', 'Wings of Desire', 'Room 666', 'Alice in the Cities', 'Tokyo-Ga', 'City of Angels']]
Predicted Ans:    The Salt of the Earth
Predicted Path:   The State of Things --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth
Path (Raw):       The State of Things --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[No Operation]--> The Salt of the Earth
Neg LogProb(↓):   0.258419
Path Entropy(↓):  0.857742
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the glass key starred who
Start Entity:     The Glass Key
Gold Answer:      [['Alan Ladd', 'Veronica Lake', 'Brian Donlevy']]
Predicted Ans:    Brian Donlevy
Predicted Path:   The Glass Key --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Wake Island --[starred_actors]--> Brian Donlevy
Path (Raw):       The Glass Key --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Wake Island --[starred_actors]--> Brian Donlevy
Neg LogProb(↓):   0.561469
Path Entropy(↓):  1.190948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote don't bother to knock
Start Entity:     Don't Bother to Knock
Gold Answer:      [['1970', '1954', '1947', '1955', '1956']]
Predicted Ans:    1955
Predicted Path:   Don't Bother to Knock --[written_by]--> Daniel Taradash --[(INV) written_by]--> Picnic --[release_year]--> 1955
Path (Raw):       Don't Bother to Knock --[written_by]--> Daniel Taradash --[(INV) written_by]--> Picnic --[release_year]--> 1955
Neg LogProb(↓):   0.358421
Path Entropy(↓):  0.954139
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by ken daurio were in which genres
Start Entity:     Ken Daurio
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ken Daurio --[(INV) written_by]--> Despicable Me 2 --[has_genre]--> Comedy
Path (Raw):       Ken Daurio --[No Operation]--> Ken Daurio --[(INV) written_by]--> Despicable Me 2 --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by romancing the stone actors
Start Entity:     Romancing the Stone
Gold Answer:      [['Steve Martin', 'Scott Alexander', 'Larry Karaszewski', 'Dale Launer', 'Larry McMurtry', 'David Mamet', 'Richard Condon', 'Janet Roach', 'Brian Koppelman', 'Daniel Waters', 'Gerald Petievich', 'Lawrence Kasdan', 'Warren Adler', 'Stan Seidel', 'John Waters', 'Ebbe Roe Smith', 'Roderick Taylor', 'Douglas Morrow', 'Elmore Leonard', 'George Gipe', 'Nicholas Kazan', 'Frank Galati', 'Peter Hyams', 'Susan Isaacs', 'Michael Crichton', 'Barry Levinson', 'Jeremy Joe Kronsberg', 'Steven Hilliard Stern', 'Stewart Raffill', 'David Seltzer', 'James L. Brooks', 'Mark Andrus', 'James Dearden', 'John Leekley', 'Evan Rhodes', 'Joe Eszterhas', 'Mike Gray', 'Anne Tyler', 'Andrew Bergman', 'Christopher Trumbo', 'James Bridges', 'N. Richard Nash', 'Dr. Seuss', 'Mike Cahill', 'Michael Chabon', 'Richard LaGravenese', 'Francis Ford Coppola', 'John Grisham', 'Michael Winner', 'Frederick Knott', 'Robin Swicord', 'Dan McCall', 'Steve Kloves', 'Roald Dahl', 'Carl Reiner', 'Aaron Sorkin', 'Michael Lessac', 'Jeffrey Konvitz', 'Bob Clark', 'Jean Shepherd', 'Jerry Sterner', 'Jon Lucas', 'Scott Moore', 'Jerry Leichtling', 'Arlene Sarner', 'Sofia Coppola', 'Jake Paltrow', 'Jeffrey Eugenides', 'Anthony Peckham', 'Steven Zaillian', 'Andrew Klavan', 'Patrick Smith Kelly', 'Ian Abrams', 'William Goldman', 'Donald E. Westlake', 'Alvin Sargent', "Dean O'Flaherty", 'Paul Wheeler', 'Robin Cook']]
Predicted Ans:    Peter Hyams
Predicted Path:   Romancing the Stone --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Path (Raw):       Romancing the Stone --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.728957
Path Entropy(↓):  1.667386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the clowns also wrote movies
Start Entity:     The Clowns
Gold Answer:      [['Juliet of the Spirits', 'La Dolce Vita', "Fellini's Casanova", 'The Flowers of St. Francis', 'Intervista', 'And the Ship Sails On', 'In the Name of the Law', 'I Vitelloni', 'Orchestra Rehearsal', 'Roma', "Boccaccio '70", 'City of Women', 'Sweet Charity', 'Amarcord', 'Spirits of the Dead', 'La Strada', 'The White Sheik', 'Variety Lights', '8½', 'Il Bidone', 'Ginger and Fred']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   The Clowns --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead
Path (Raw):       The Clowns --[written_by]--> Federico Fellini --[(INV) written_by]--> Spirits of the Dead --[No Operation]--> Spirits of the Dead
Neg LogProb(↓):   0.512160
Path Entropy(↓):  1.165876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by yves boisset were released in which years
Start Entity:     Yves Boisset
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Yves Boisset --[(INV) directed_by]--> Dog Day --[release_year]--> 1984
Path (Raw):       Yves Boisset --[No Operation]--> Yves Boisset --[(INV) directed_by]--> Dog Day --[release_year]--> 1984
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie flashbacks of a fool in a few words
Start Entity:     Flashbacks of a Fool
Gold Answer:      [['r']]
Predicted Ans:    r
Predicted Path:   Flashbacks of a Fool --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       Flashbacks of a Fool --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.004507
Path Entropy(↓):  0.034129
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by colin welland fall under
Start Entity:     Colin Welland
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Colin Welland --[(INV) written_by]--> Chariots of Fire --[has_genre]--> Drama
Path (Raw):       Colin Welland --[No Operation]--> Colin Welland --[(INV) written_by]--> Chariots of Fire --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by bahram tavakoli
Start Entity:     Bahram Tavakoli
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Bahram Tavakoli --[(INV) written_by]--> Here Without Me --[has_genre]--> Drama
Path (Raw):       Bahram Tavakoli --[No Operation]--> Bahram Tavakoli --[(INV) written_by]--> Here Without Me --[has_genre]--> Drama
Neg LogProb(↓):   0.002858
Path Entropy(↓):  0.019573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the demons 2 director
Start Entity:     Demons 2
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Demons 2 --[directed_by]--> Lamberto Bava --[(INV) directed_by]--> Demons --[in_language]--> Italian
Path (Raw):       Demons 2 --[directed_by]--> Lamberto Bava --[(INV) directed_by]--> Demons --[in_language]--> Italian
Neg LogProb(↓):   0.000461
Path Entropy(↓):  0.004191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by alan alda were in which genres
Start Entity:     Alan Alda
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alan Alda --[(INV) written_by]--> Betsy's Wedding --[has_genre]--> Comedy
Path (Raw):       Alan Alda --[No Operation]--> Alan Alda --[(INV) written_by]--> Betsy's Wedding --[has_genre]--> Comedy
Neg LogProb(↓):   0.012349
Path Entropy(↓):  0.073051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in rocco and his brothers
Start Entity:     Rocco and His Brothers
Gold Answer:      [['Mario Monicelli', 'Federico Fellini', 'Luchino Visconti', 'Michelangelo Antonioni', 'René Clément', 'Roger Vadim', 'Patricia Highsmith', 'Jacques Deray', 'Giuseppe Tomasi di Lampedusa', 'Edgar Allan Poe', 'Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Rocco and His Brothers --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Path (Raw):       Rocco and His Brothers --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Neg LogProb(↓):   0.300306
Path Entropy(↓):  0.821687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of executive suite
Start Entity:     Executive Suite
Gold Answer:      [['Robert Wise', 'Gene Kelly', 'Sydney Pollack', 'Walter Lang', 'Billy Wilder', 'Mike Nichols', 'Mark Robson', 'Alexander Mackendrick', 'Alfred Hitchcock']]
Predicted Ans:    Mark Robson
Predicted Path:   Executive Suite --[written_by]--> Ernest Lehman --[(INV) written_by]--> The Prize --[directed_by]--> Mark Robson
Path (Raw):       Executive Suite --[written_by]--> Ernest Lehman --[(INV) written_by]--> The Prize --[directed_by]--> Mark Robson
Neg LogProb(↓):   1.128639
Path Entropy(↓):  1.439385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of passion play also wrote which films
Start Entity:     Passion Play
Gold Answer:      [['Scrooged']]
Predicted Ans:    Passion Play
Predicted Path:   Passion Play --[written_by]--> Mitch Glazer --[(INV) written_by]--> Passion Play
Path (Raw):       Passion Play --[written_by]--> Mitch Glazer --[(INV) written_by]--> Passion Play --[No Operation]--> Passion Play
Neg LogProb(↓):   0.001120
Path Entropy(↓):  0.008739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies directed by ana kokkinos in
Start Entity:     Ana Kokkinos
Gold Answer:      [['Greek']]
Predicted Ans:    Greek
Predicted Path:   Ana Kokkinos --[(INV) written_by]--> Head On --[in_language]--> Greek
Path (Raw):       Ana Kokkinos --[No Operation]--> Ana Kokkinos --[(INV) written_by]--> Head On --[in_language]--> Greek
Neg LogProb(↓):   0.405104
Path Entropy(↓):  0.636367
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the captive
Start Entity:     The Captive
Gold Answer:      [['Drama', 'Mystery', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Captive --[written_by]--> Atom Egoyan --[(INV) written_by]--> The Adjuster --[has_genre]--> Drama
Path (Raw):       The Captive --[written_by]--> Atom Egoyan --[(INV) written_by]--> The Adjuster --[has_genre]--> Drama
Neg LogProb(↓):   0.757367
Path Entropy(↓):  1.525082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in saving sarah cain
Start Entity:     Saving Sarah Cain
Gold Answer:      [['English', 'Korean', 'German']]
Predicted Ans:    English
Predicted Path:   Saving Sarah Cain --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       Saving Sarah Cain --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   0.696143
Path Entropy(↓):  0.711563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of rushmore
Start Entity:     Rushmore
Gold Answer:      [['Fantastic Mr. Fox', 'Bottle Rocket', 'The Royal Tenenbaums', 'The Life Aquatic with Steve Zissou', 'Hotel Chevalier', 'Moonrise Kingdom', 'The Darjeeling Limited', 'The Grand Budapest Hotel']]
Predicted Ans:    The Life Aquatic with Steve Zissou
Predicted Path:   Rushmore --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Life Aquatic with Steve Zissou
Path (Raw):       Rushmore --[No Operation]--> Rushmore --[directed_by]--> Wes Anderson --[(INV) directed_by]--> The Life Aquatic with Steve Zissou
Neg LogProb(↓):   0.273685
Path Entropy(↓):  0.709380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of amy foster
Start Entity:     Amy Foster
Gold Answer:      [['Joseph Conrad']]
Predicted Ans:    Richard Brooks
Predicted Path:   Amy Foster --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim --[written_by]--> Richard Brooks
Path (Raw):       Amy Foster --[written_by]--> Joseph Conrad --[(INV) written_by]--> Lord Jim --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.177899
Path Entropy(↓):  0.563720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by amreeka actors
Start Entity:     Amreeka
Gold Answer:      [['Eran Riklis', 'Kelly Reichardt', 'Amos Gitai', 'Jonathan Raymond', 'Brian Hecker']]
Predicted Ans:    Cherien Dabis
Predicted Path:   Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[written_by]--> Cherien Dabis
Path (Raw):       Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Amreeka --[written_by]--> Cherien Dabis
Neg LogProb(↓):   0.130466
Path Entropy(↓):  0.373986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films did jenny wright act in
Start Entity:     Jenny Wright
Gold Answer:      [['Near Dark']]
Predicted Ans:    Home Movie
Predicted Path:   Jenny Wright --[(INV) starred_actors]--> Near Dark --[starred_actors]--> Adrian Pasdar --[(INV) starred_actors]--> Home Movie
Path (Raw):       Jenny Wright --[(INV) starred_actors]--> Near Dark --[starred_actors]--> Adrian Pasdar --[(INV) starred_actors]--> Home Movie
Neg LogProb(↓):   0.011765
Path Entropy(↓):  0.072634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in thoroughly modern millie
Start Entity:     Thoroughly Modern Millie
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Thoroughly Modern Millie --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> Torn Curtain --[has_genre]--> Thriller
Path (Raw):       Thoroughly Modern Millie --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> Torn Curtain --[has_genre]--> Thriller
Neg LogProb(↓):   0.799569
Path Entropy(↓):  1.416687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by ethan coen
Start Entity:     Ethan Coen
Gold Answer:      [['Cormac McCarthy', 'Gus Van Sant', 'Walter Salles', 'Gurinder Chadha', 'Tom Tykwer', 'Homer', 'Sam Raimi', 'Nobuhiro Suwa', 'Wes Craven', 'Sylvain Chomet', 'Alfonso Cuarón', 'Joel Coen', 'Alexander Payne', 'William Rose']]
Predicted Ans:    Ethan Coen
Predicted Path:   Ethan Coen --[(INV) directed_by]--> O Brother, Where Art Thou? --[written_by]--> Ethan Coen
Path (Raw):       Ethan Coen --[No Operation]--> Ethan Coen --[(INV) directed_by]--> O Brother, Where Art Thou? --[written_by]--> Ethan Coen
Neg LogProb(↓):   0.820778
Path Entropy(↓):  1.820033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by the writer of air doll
Start Entity:     Air Doll
Gold Answer:      [['Hiei Kimura', 'Ayu Kitaura']]
Predicted Ans:    Ayu Kitaura
Predicted Path:   Air Doll --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[starred_actors]--> Ayu Kitaura
Path (Raw):       Air Doll --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[starred_actors]--> Ayu Kitaura
Neg LogProb(↓):   0.019168
Path Entropy(↓):  0.108916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film tales of manhattan were released in which years
Start Entity:     Tales of Manhattan
Gold Answer:      [['1937', '1953']]
Predicted Ans:    1953
Predicted Path:   Tales of Manhattan --[directed_by]--> Julien Duvivier --[(INV) directed_by]--> The Return of Don Camillo --[release_year]--> 1953
Path (Raw):       Tales of Manhattan --[directed_by]--> Julien Duvivier --[(INV) directed_by]--> The Return of Don Camillo --[release_year]--> 1953
Neg LogProb(↓):   0.143257
Path Entropy(↓):  0.488233
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by bob brooks released
Start Entity:     Bob Brooks
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Bob Brooks --[(INV) written_by]--> Tattoo --[release_year]--> 1981
Path (Raw):       Bob Brooks --[No Operation]--> Bob Brooks --[(INV) written_by]--> Tattoo --[release_year]--> 1981
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie the first wives club
Start Entity:     The First Wives Club
Gold Answer:      [['goldie hawn', 'revenge', 'divorce', 'women']]
Predicted Ans:    goldie hawn
Predicted Path:   The First Wives Club --[has_tags]--> goldie hawn --[(INV) has_tags]--> Cactus Flower --[has_tags]--> goldie hawn
Path (Raw):       The First Wives Club --[has_tags]--> goldie hawn --[(INV) has_tags]--> Cactus Flower --[has_tags]--> goldie hawn
Neg LogProb(↓):   0.337481
Path Entropy(↓):  0.915995
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie places in the heart in a few words
Start Entity:     Places in the Heart
Gold Answer:      [['robert benton']]
Predicted Ans:    robert benton
Predicted Path:   Places in the Heart --[has_tags]--> robert benton --[(INV) has_tags]--> Places in the Heart --[has_tags]--> robert benton
Path (Raw):       Places in the Heart --[has_tags]--> robert benton --[(INV) has_tags]--> Places in the Heart --[has_tags]--> robert benton
Neg LogProb(↓):   0.369944
Path Entropy(↓):  0.832691
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by baby peggy were in which genres
Start Entity:     Baby Peggy
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Baby Peggy --[(INV) starred_actors]--> Captain January --[has_genre]--> Comedy
Path (Raw):       Baby Peggy --[No Operation]--> Baby Peggy --[(INV) starred_actors]--> Captain January --[has_genre]--> Comedy
Neg LogProb(↓):   0.305287
Path Entropy(↓):  0.580235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in deterrence
Start Entity:     Deterrence
Gold Answer:      [['Music', 'Sport', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Deterrence --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> Iceman --[has_genre]--> Comedy
Path (Raw):       Deterrence --[starred_actors]--> Timothy Hutton --[(INV) starred_actors]--> Iceman --[has_genre]--> Comedy
Neg LogProb(↓):   0.018217
Path Entropy(↓):  0.111193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by marthe villalonga released
Start Entity:     Marthe Villalonga
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Marthe Villalonga --[(INV) starred_actors]--> My Favorite Season --[release_year]--> 1993
Path (Raw):       Marthe Villalonga --[No Operation]--> Marthe Villalonga --[(INV) starred_actors]--> My Favorite Season --[release_year]--> 1993
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of martine carol acted films
Start Entity:     Martine Carol
Gold Answer:      [['Max Ophüls', 'Lawrence P. Bachmann', 'Robert Aldrich']]
Predicted Ans:    Robert Aldrich
Predicted Path:   Martine Carol --[(INV) starred_actors]--> Ten Seconds to Hell --[written_by]--> Robert Aldrich
Path (Raw):       Martine Carol --[No Operation]--> Martine Carol --[(INV) starred_actors]--> Ten Seconds to Hell --[written_by]--> Robert Aldrich
Neg LogProb(↓):   0.644322
Path Entropy(↓):  0.843462
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by andrew wilson
Start Entity:     Andrew Wilson
Gold Answer:      [['Luke Wilson']]
Predicted Ans:    Luke Wilson
Predicted Path:   Andrew Wilson --[(INV) directed_by]--> The Wendell Baker Story --[written_by]--> Luke Wilson
Path (Raw):       Andrew Wilson --[No Operation]--> Andrew Wilson --[(INV) directed_by]--> The Wendell Baker Story --[written_by]--> Luke Wilson
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film michael collins
Start Entity:     Michael Collins
Gold Answer:      [['Samson Raphaelson', 'Guy Bolton', 'David Leland', 'Graham Greene', 'Neil Jordan', 'Melchior Lengyel', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Elizabeth Taylor', 'Albert Husson', 'Ranald MacDougall', 'Angela Carter']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   Michael Collins --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[written_by]--> Ranald MacDougall
Path (Raw):       Michael Collins --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   1.093253
Path Entropy(↓):  1.517009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the bank
Start Entity:     The Bank
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Bank --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Bank --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.518347
Path Entropy(↓):  4.705874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film little miss marker
Start Entity:     Little Miss Marker
Gold Answer:      [['Walter Bernstein']]
Predicted Ans:    Alexander Hall
Predicted Path:   Little Miss Marker --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Forever, Darling --[directed_by]--> Alexander Hall
Path (Raw):       Little Miss Marker --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Forever, Darling --[directed_by]--> Alexander Hall
Neg LogProb(↓):   0.959202
Path Entropy(↓):  1.260420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films written by abdel raouf dafri in
Start Entity:     Abdel Raouf Dafri
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Abdel Raouf Dafri --[(INV) written_by]--> A Prophet --[has_genre]--> Drama
Path (Raw):       Abdel Raouf Dafri --[No Operation]--> Abdel Raouf Dafri --[(INV) written_by]--> A Prophet --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film final analysis
Start Entity:     Final Analysis
Gold Answer:      [['Drama', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Final Analysis --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Final Analysis --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.394751
Path Entropy(↓):  4.624958
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film loaded weapon 1
Start Entity:     Loaded Weapon 1
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2010', '2004', '1947', '2014', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1999', '1987', '1986']]
Predicted Ans:    1985
Predicted Path:   Loaded Weapon 1 --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now --[release_year]--> 1985
Path (Raw):       Loaded Weapon 1 --[starred_actors]--> Emilio Estevez --[(INV) starred_actors]--> That Was Then... This Is Now --[release_year]--> 1985
Neg LogProb(↓):   1.441539
Path Entropy(↓):  2.414899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the world's fastest indian fall under
Start Entity:     The World's Fastest Indian
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The World's Fastest Indian --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       The World's Fastest Indian --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   1.257125
Path Entropy(↓):  1.439771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the awakening also appears in which films
Start Entity:     The Awakening
Gold Answer:      [['Ben-Hur', 'The Ten Commandments', 'The Omega Man', 'Khartoum', 'Soylent Green', 'Two-Minute Warning', 'Gold', 'Earthquake', 'The Wreck of the Mary Deare', 'Please Give', 'Freedom Writers', '55 Days at Peking', 'Caroline?', 'Treasure Island', 'The Hawaiians', 'Ruby Gentry', 'Airport 1975', 'Skyjacked', 'Will Penny', 'The War Lord', 'Mio in the Land of Faraway', 'Mother Lode', 'The Far Horizons', 'Touch of Evil', "The President's Lady", 'The Agony and the Ecstasy', 'Falling in Love Again', 'Jane Eyre', '28 Days', 'A Promise', "They Shoot Horses, Don't They?", 'The Call of the Wild', 'Planet of the Apes', 'Transcendence', 'Dark City', 'Shadow Man', 'Vicky Cristina Barcelona', 'El Cid', 'The Mountain Men', 'The Last Hard Men', 'Solar Crisis', 'The Greatest Show on Earth', 'Arrowhead', 'Gray Lady Down', 'Crush', 'Major Dundee', 'The Big Country', 'The Naked Jungle', 'The Silent Partner', 'Kaleidoscope', 'Midway', 'The Private War of Major Benson']]
Predicted Ans:    Planet of the Apes
Predicted Path:   The Awakening --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Path (Raw):       The Awakening --[starred_actors]--> Charlton Heston --[No Operation]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Neg LogProb(↓):   0.012687
Path Entropy(↓):  0.096935
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies together with nigel kneale
Start Entity:     Nigel Kneale
Gold Answer:      [['Roald Dahl', 'Jane Goldman', 'John Osborne', 'Norah Lofts', 'Val Guest', 'Susan Hill']]
Predicted Ans:    Nigel Kneale
Predicted Path:   Nigel Kneale --[(INV) written_by]--> The Woman in Black --[written_by]--> Nigel Kneale
Path (Raw):       Nigel Kneale --[No Operation]--> Nigel Kneale --[(INV) written_by]--> The Woman in Black --[written_by]--> Nigel Kneale
Neg LogProb(↓):   1.298134
Path Entropy(↓):  2.018567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by philip railsback were released in which years
Start Entity:     Philip Railsback
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Philip Railsback --[(INV) written_by]--> Flash of Genius --[release_year]--> 2008
Path (Raw):       Philip Railsback --[No Operation]--> Philip Railsback --[(INV) written_by]--> Flash of Genius --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie ripley's game about
Start Entity:     Ripley's Game
Gold Answer:      [['john malkovich']]
Predicted Ans:    john malkovich
Predicted Path:   Ripley's Game --[has_tags]--> john malkovich --[(INV) has_tags]--> The Dancer Upstairs --[has_tags]--> john malkovich
Path (Raw):       Ripley's Game --[has_tags]--> john malkovich --[(INV) has_tags]--> The Dancer Upstairs --[has_tags]--> john malkovich
Neg LogProb(↓):   0.098840
Path Entropy(↓):  0.366977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was see no evil directed by
Start Entity:     See No Evil
Gold Answer:      [['Richard Fleischer']]
Predicted Ans:    Gregory Dark
Predicted Path:   See No Evil --[directed_by]--> Gregory Dark --[(INV) directed_by]--> See No Evil --[directed_by]--> Gregory Dark
Path (Raw):       See No Evil --[directed_by]--> Gregory Dark --[(INV) directed_by]--> See No Evil --[directed_by]--> Gregory Dark
Neg LogProb(↓):   0.002843
Path Entropy(↓):  0.019561
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of movies whose writers also wrote flight of fury
Start Entity:     Flight of Fury
Gold Answer:      [['Michael Keusch', 'mink', 'Lauro Chartrand', 'Andrew Davis']]
Predicted Ans:    Michael Keusch
Predicted Path:   Flight of Fury --[written_by]--> Steven Seagal --[(INV) written_by]--> Attack Force --[directed_by]--> Michael Keusch
Path (Raw):       Flight of Fury --[written_by]--> Steven Seagal --[(INV) written_by]--> Attack Force --[directed_by]--> Michael Keusch
Neg LogProb(↓):   0.939013
Path Entropy(↓):  1.201788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the hebrew hammer
Start Entity:     The Hebrew Hammer
Gold Answer:      [['Jonathan Kesselman']]
Predicted Ans:    Jonathan Kesselman
Predicted Path:   The Hebrew Hammer --[directed_by]--> Jonathan Kesselman --[(INV) directed_by]--> The Hebrew Hammer --[directed_by]--> Jonathan Kesselman
Path (Raw):       The Hebrew Hammer --[directed_by]--> Jonathan Kesselman --[(INV) directed_by]--> The Hebrew Hammer --[directed_by]--> Jonathan Kesselman
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the a - team
Start Entity:     The A-Team
Gold Answer:      [['Patrick Wilson', 'Frank Grillo', 'Channing Tatum', 'Liam Neeson', 'Dermot Mulroney', 'Ryan Reynolds', 'Ray Liotta', 'Jonah Hill', 'Joe Carnahan', 'Ed Helms', 'Brooklyn Decker']]
Predicted Ans:    Liam Neeson
Predicted Path:   The A-Team --[written_by]--> Joe Carnahan --[(INV) written_by]--> The Grey --[starred_actors]--> Liam Neeson
Path (Raw):       The A-Team --[written_by]--> Joe Carnahan --[(INV) written_by]--> The Grey --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.597276
Path Entropy(↓):  0.770460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for carnage
Start Entity:     Carnage
Gold Answer:      [['Delphine Gleize']]
Predicted Ans:    Roman Polanski
Predicted Path:   Carnage --[written_by]--> Yasmina Reza --[(INV) written_by]--> Carnage --[written_by]--> Roman Polanski
Path (Raw):       Carnage --[written_by]--> Yasmina Reza --[(INV) written_by]--> Carnage --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.696882
Path Entropy(↓):  0.837492
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in the gorgon
Start Entity:     The Gorgon
Gold Answer:      [['Peter Cushing', 'Christopher Lee', 'Barbara Shelley', 'Richard Pasco']]
Predicted Ans:    Peter Cushing
Predicted Path:   The Gorgon --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Vampire Lovers --[starred_actors]--> Peter Cushing
Path (Raw):       The Gorgon --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Vampire Lovers --[starred_actors]--> Peter Cushing
Neg LogProb(↓):   1.244876
Path Entropy(↓):  1.399089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of friends with benefits
Start Entity:     Friends with Benefits
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Friends with Benefits --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Friends with Benefits --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.639459
Path Entropy(↓):  4.332513
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of america america
Start Entity:     America America
Gold Answer:      [['Deborah Kerr', 'Richard Boone', 'Faye Dunaway', 'Kirk Douglas']]
Predicted Ans:    Deborah Kerr
Predicted Path:   America America --[written_by]--> Elia Kazan --[(INV) written_by]--> The Arrangement --[starred_actors]--> Deborah Kerr
Path (Raw):       America America --[written_by]--> Elia Kazan --[(INV) written_by]--> The Arrangement --[starred_actors]--> Deborah Kerr
Neg LogProb(↓):   0.558666
Path Entropy(↓):  1.198646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with good news fall under
Start Entity:     Good News
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Good News --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[has_genre]--> Musical
Path (Raw):       Good News --[written_by]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[has_genre]--> Musical
Neg LogProb(↓):   0.962223
Path Entropy(↓):  1.779052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the burning plain
Start Entity:     The Burning Plain
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Burning Plain --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> Babel --[has_genre]--> Drama
Path (Raw):       The Burning Plain --[written_by]--> Guillermo Arriaga --[(INV) written_by]--> Babel --[has_genre]--> Drama
Neg LogProb(↓):   0.149418
Path Entropy(↓):  0.438276
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by marcel pagnol
Start Entity:     Marcel Pagnol
Gold Answer:      [['Gérard Depardieu', 'Daniel Auteuil', 'Yves Montand', 'Kad Merad', 'Sabine Azéma']]
Predicted Ans:    Sabine Azéma
Predicted Path:   Marcel Pagnol --[(INV) written_by]--> The Well-Digger's Daughter --[starred_actors]--> Sabine Azéma
Path (Raw):       Marcel Pagnol --[No Operation]--> Marcel Pagnol --[(INV) written_by]--> The Well-Digger's Daughter --[starred_actors]--> Sabine Azéma
Neg LogProb(↓):   1.246311
Path Entropy(↓):  1.855763
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about jean negulesco
Start Entity:     jean negulesco
Gold Answer:      [['Road House', 'The Mask of Dimitrios', 'The Mudlark', 'How to Marry a Millionaire', 'Humoresque', 'Johnny Belinda', 'Phone Call from a Stranger', 'Three Came Home', 'Titanic', 'Three Strangers', 'Nobody Lives Forever']]
Predicted Ans:    Three Came Home
Predicted Path:   jean negulesco --[(INV) has_tags]--> The Mask of Dimitrios --[has_tags]--> jean negulesco --[(INV) has_tags]--> Three Came Home
Path (Raw):       jean negulesco --[(INV) has_tags]--> The Mask of Dimitrios --[has_tags]--> jean negulesco --[(INV) has_tags]--> Three Came Home
Neg LogProb(↓):   0.612117
Path Entropy(↓):  1.737121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with hanky panky in
Start Entity:     Hanky Panky
Gold Answer:      [['Yiddish', 'German']]
Predicted Ans:    German
Predicted Path:   Hanky Panky --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[in_language]--> German
Path (Raw):       Hanky Panky --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[in_language]--> German
Neg LogProb(↓):   0.044119
Path Entropy(↓):  0.209188
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by gwen davenport were in which genres
Start Entity:     Gwen Davenport
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Gwen Davenport --[(INV) written_by]--> Sitting Pretty --[has_genre]--> Comedy
Path (Raw):       Gwen Davenport --[No Operation]--> Gwen Davenport --[(INV) written_by]--> Sitting Pretty --[has_genre]--> Comedy
Neg LogProb(↓):   0.000909
Path Entropy(↓):  0.007271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of thanks for sharing
Start Entity:     Thanks for Sharing
Gold Answer:      [['Stuart Blumberg', 'Matt Winston']]
Predicted Ans:    Stuart Blumberg
Predicted Path:   Thanks for Sharing --[written_by]--> Stuart Blumberg --[(INV) written_by]--> Keeping the Faith --[written_by]--> Stuart Blumberg
Path (Raw):       Thanks for Sharing --[written_by]--> Stuart Blumberg --[(INV) written_by]--> Keeping the Faith --[written_by]--> Stuart Blumberg
Neg LogProb(↓):   0.649475
Path Entropy(↓):  0.867832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in havana
Start Entity:     Havana
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Havana --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> All the President's Men --[has_genre]--> Thriller
Path (Raw):       Havana --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> All the President's Men --[has_genre]--> Thriller
Neg LogProb(↓):   1.511748
Path Entropy(↓):  1.942388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did ken shapiro act in
Start Entity:     Ken Shapiro
Gold Answer:      [['The Groove Tube']]
Predicted Ans:    The Groove Tube
Predicted Path:   Ken Shapiro --[(INV) starred_actors]--> The Groove Tube --[starred_actors]--> Ken Shapiro --[(INV) starred_actors]--> The Groove Tube
Path (Raw):       Ken Shapiro --[(INV) starred_actors]--> The Groove Tube --[starred_actors]--> Ken Shapiro --[(INV) starred_actors]--> The Groove Tube
Neg LogProb(↓):   0.243216
Path Entropy(↓):  0.667470
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the man who wasn't there
Start Entity:     The Man Who Wasn't There
Gold Answer:      [['Ethan Coen']]
Predicted Ans:    Ethan Coen
Predicted Path:   The Man Who Wasn't There --[directed_by]--> Ethan Coen --[(INV) directed_by]--> A Serious Man --[directed_by]--> Ethan Coen
Path (Raw):       The Man Who Wasn't There --[directed_by]--> Ethan Coen --[(INV) directed_by]--> A Serious Man --[directed_by]--> Ethan Coen
Neg LogProb(↓):   0.533467
Path Entropy(↓):  0.913181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is tony rome
Start Entity:     Tony Rome
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Tony Rome --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Tony Rome --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.387023
Path Entropy(↓):  4.564981
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie fate
Start Entity:     Fate
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fate --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Fate --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.193036
Path Entropy(↓):  4.461946
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of no regrets for our youth
Start Entity:     No Regrets for Our Youth
Gold Answer:      [['Late Spring', 'Sound of the Mountain', 'The End of Summer', 'Repast', 'Late Autumn']]
Predicted Ans:    Late Autumn
Predicted Path:   No Regrets for Our Youth --[starred_actors]--> Setsuko Hara --[(INV) starred_actors]--> Late Autumn
Path (Raw):       No Regrets for Our Youth --[starred_actors]--> Setsuko Hara --[No Operation]--> Setsuko Hara --[(INV) starred_actors]--> Late Autumn
Neg LogProb(↓):   0.576274
Path Entropy(↓):  0.729022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie green ice
Start Entity:     Green Ice
Gold Answer:      [["Ryan O'Neal"]]
Predicted Ans:    William Holden
Predicted Path:   Green Ice --[starred_actors]--> Ryan O'Neal --[(INV) starred_actors]--> Wild Rovers --[starred_actors]--> William Holden
Path (Raw):       Green Ice --[starred_actors]--> Ryan O'Neal --[(INV) starred_actors]--> Wild Rovers --[starred_actors]--> William Holden
Neg LogProb(↓):   0.386765
Path Entropy(↓):  0.868966
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share writers with touchy feely fall under
Start Entity:     Touchy Feely
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Touchy Feely --[written_by]--> Lynn Shelton --[(INV) written_by]--> Humpday --[has_genre]--> Comedy
Path (Raw):       Touchy Feely --[written_by]--> Lynn Shelton --[(INV) written_by]--> Humpday --[has_genre]--> Comedy
Neg LogProb(↓):   0.056395
Path Entropy(↓):  0.212753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with genevieve fall under
Start Entity:     Genevieve
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Genevieve --[directed_by]--> Henry Cornelius --[(INV) directed_by]--> Passport to Pimlico --[has_genre]--> Comedy
Path (Raw):       Genevieve --[directed_by]--> Henry Cornelius --[(INV) directed_by]--> Passport to Pimlico --[has_genre]--> Comedy
Neg LogProb(↓):   0.646478
Path Entropy(↓):  0.758074
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by william eastlake
Start Entity:     William Eastlake
Gold Answer:      [['Sydney Pollack']]
Predicted Ans:    Sydney Pollack
Predicted Path:   William Eastlake --[(INV) written_by]--> Castle Keep --[directed_by]--> Sydney Pollack
Path (Raw):       William Eastlake --[No Operation]--> William Eastlake --[(INV) written_by]--> Castle Keep --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie escape from l. a. are written by who
Start Entity:     Escape from L.A.
Gold Answer:      [['Ted Berman', 'Gregory Widen', 'Don Handfield', 'Ron Shelton', 'Eric Heisserer', 'Alexandre Rockwell', 'Rich Wilkes', 'Dan Scanlon', 'Nick Castle', 'Daniel Gerson', 'Nicholas T. Proferes', 'Andrew Stanton', 'Leon Piedmont', 'Steve Buscemi', 'Quentin Tarantino', 'David Webb Peoples', 'Robert Towne', 'Jeff Pidgeon', 'Daniel P. Mannix', 'Jill Culton', 'Jonathan Mostow', 'Ethan Coen', 'Mateo Gil', 'Roland Emmerich', 'Thom Eberhardt', 'John Dwyer', 'Thomas McCarthy', 'Theo van Gogh', 'John Katzenbach', 'Paul Gallico', 'Paul Sado', 'John Carpenter', 'Hue Rhodes', 'Rob Schneider', 'John Francis Daley', 'Anthony Silverston', 'Raffaella Delle Donne', 'James Ellroy', 'Bill Lancaster', 'Robert Zemeckis', 'Chad Kultgen', 'Cameron Crowe', 'Bob Gale', 'Kevin Jarre', 'Tyler Mitchell', 'Ralph Eggleston', 'Pete Docter', 'Jonathan Sobol', 'Dean Devlin', 'Alejandro Amenábar', 'Robert Rodriguez', 'Joel Coen', 'Mark McCorkle', 'Robert Schooley', 'Paul Hernandez', 'Tom DiCillo']]
Predicted Ans:    Mateo Gil
Predicted Path:   Escape from L.A. --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Vanilla Sky --[written_by]--> Mateo Gil
Path (Raw):       Escape from L.A. --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Vanilla Sky --[written_by]--> Mateo Gil
Neg LogProb(↓):   1.268653
Path Entropy(↓):  2.100220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in anna leonowens written movies
Start Entity:     Anna Leonowens
Gold Answer:      [['Thai', 'English']]
Predicted Ans:    English
Predicted Path:   Anna Leonowens --[(INV) written_by]--> Anna and the King --[in_language]--> English
Path (Raw):       Anna Leonowens --[No Operation]--> Anna Leonowens --[(INV) written_by]--> Anna and the King --[in_language]--> English
Neg LogProb(↓):   0.434959
Path Entropy(↓):  0.649107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with rocky vi in
Start Entity:     Rocky VI
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Rocky VI --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Path (Raw):       Rocky VI --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[in_language]--> Finnish
Neg LogProb(↓):   0.010698
Path Entropy(↓):  0.066359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by road house actors
Start Entity:     Road House
Gold Answer:      [['Blaine Novak', 'Eric Bernt', 'Delmer Daves', 'Timothy Linh Bui', 'John Milius', 'David Mamet', 'Rod Serling', 'Jerome Cady', 'Kathleen Winsor', 'Frank Partos', 'Millen Brand', 'Mary Jane Ward', 'Gene Quintano', 'Simon Moore', 'John Foster', 'Shelley Miller', 'Daniel Taradash', 'Willard Robertson', 'Samuel Fuller', 'Oscar Millard', 'Margaret Kennedy', "Louis L'Amour", 'Borden Chase', 'Ben Hecht', 'Jeremy Passmore', 'Collier Young', 'Charles Bukowski', 'Marco Ferreri', 'W.R. Burnett', 'Ida Lupino', 'Robert Alan Aurthur', 'Bruce Joel Rubin', 'Helen Deutsch', 'Mark Rascovich', 'Lou Schor', 'Clare Boothe Luce', 'Howard Rodman', 'Richard Dougherty', 'Scott Frank', 'Clifford Odets', 'Gerald Butler', 'Max Shulman', 'Robert Paul Smith', 'Gerald Kersh', 'John Cassavetes', 'Robert Rossen', 'Calder Willingham', 'Ron Koslow', 'Wendell Mayes', 'Eleanor Bergstein', 'Abraham Polonsky', 'Kenneth Fearing', 'Vincent Gallo', 'Kevin Jarre', 'Oakley Hall', 'Abby Mann', 'John Hughes', 'Joseph L. Mankiewicz', 'Hans Jacoby', 'Stephen Gaghan', 'Hilary Henkin', 'Frederick Forsyth', 'Jack London', 'Harley Peyton', 'James Lee Burke', 'Edward Percy', 'Reginald Denham', 'Jo Swerling', 'Charles Lederer', 'Eleazar Lipsky', 'William Gibson', 'John Scott Shepherd', 'Mark Medoff', 'Gus Van Sant', 'James R. Silke', 'Leslie Bohem', 'Ben Ames Williams', 'Steve Oedekerk', 'Kevin Reynolds', 'Daniel Yost', 'James Fogle', 'Charlotte Armstrong', 'Atom Egoyan', 'Will Cook', 'Cornel Wilde', 'David Twohy', 'Carl Ellsworth', 'Maritta M. Wolff', 'Richard Price', 'Philip Dunne', "John O'Hara", 'Sally Benson', 'John Huston', 'Laura Z. Hobson', 'Peter Markle', 'Dominique Lapierre', 'Peter Bogdanovich', 'Irwin Shaw', 'Dennis Wheatley', 'John D. Voelker', 'Barry Storm', 'Nicholas Ray', 'Don Peters', 'Michael France', 'James Schamus', 'John Turman', 'Peter Bowman', 'Dean Riesner', 'John Lee Hancock', 'Richard Yates', 'William Roberts', 'S.E. Hinton', 'James Poe', 'Robert Rodat', 'Michael Jenning']]
Predicted Ans:    James R. Silke
Predicted Path:   Road House --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Path (Raw):       Road House --[starred_actors]--> Patrick Swayze --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Neg LogProb(↓):   1.323434
Path Entropy(↓):  1.907079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does jeremy piven act in
Start Entity:     Jeremy Piven
Gold Answer:      [['Keeping Up with the Steins', 'So Undercover', 'Just Write']]
Predicted Ans:    Alphabet City
Predicted Path:   Jeremy Piven --[(INV) starred_actors]--> Keeping Up with the Steins --[starred_actors]--> Jami Gertz --[(INV) starred_actors]--> Alphabet City
Path (Raw):       Jeremy Piven --[(INV) starred_actors]--> Keeping Up with the Steins --[starred_actors]--> Jami Gertz --[(INV) starred_actors]--> Alphabet City
Neg LogProb(↓):   0.158372
Path Entropy(↓):  0.565208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the world's greatest athlete were in which genres
Start Entity:     The World's Greatest Athlete
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   The World's Greatest Athlete --[starred_actors]--> Roscoe Lee Browne --[(INV) starred_actors]--> Black Like Me --[has_genre]--> Drama
Path (Raw):       The World's Greatest Athlete --[starred_actors]--> Roscoe Lee Browne --[(INV) starred_actors]--> Black Like Me --[has_genre]--> Drama
Neg LogProb(↓):   0.104795
Path Entropy(↓):  0.397721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by audrey niffenegger released
Start Entity:     Audrey Niffenegger
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Audrey Niffenegger --[(INV) written_by]--> The Time Traveler's Wife --[release_year]--> 2009
Path (Raw):       Audrey Niffenegger --[No Operation]--> Audrey Niffenegger --[(INV) written_by]--> The Time Traveler's Wife --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the grand seduction were directed by who
Start Entity:     The Grand Seduction
Gold Answer:      [['Ken Scott']]
Predicted Ans:    Ken Scott
Predicted Path:   The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[written_by]--> Ken Scott
Path (Raw):       The Grand Seduction --[written_by]--> Ken Scott --[(INV) written_by]--> Seducing Doctor Lewis --[written_by]--> Ken Scott
Neg LogProb(↓):   0.495310
Path Entropy(↓):  0.830506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by bob greene
Start Entity:     Bob Greene
Gold Answer:      [['Leonard Nimoy']]
Predicted Ans:    Leonard Nimoy
Predicted Path:   Bob Greene --[(INV) written_by]--> Funny About Love --[directed_by]--> Leonard Nimoy
Path (Raw):       Bob Greene --[No Operation]--> Bob Greene --[(INV) written_by]--> Funny About Love --[directed_by]--> Leonard Nimoy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film oscar were released in which years
Start Entity:     Oscar
Gold Answer:      [['1970', '2008', '1992', '1993', '2006', '1985', '1979', '1984', '2009', '2010', '1982', '2014', '1994', '1995', '1976', '1971', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2013', '1978', '2000', '1997', '1975', '1987', '1986']]
Predicted Ans:    2012
Predicted Path:   Oscar --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Oscar --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.750504
Path Entropy(↓):  1.485344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by starman actors
Start Entity:     Starman
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Starman --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Starman --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   1.666264
Path Entropy(↓):  1.975970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in maurice
Start Entity:     Maurice
Gold Answer:      [['Rupert Graves', 'Hugh Grant', 'James Wilby', 'Denholm Elliott']]
Predicted Ans:    James Wilby
Predicted Path:   Maurice --[starred_actors]--> James Wilby --[(INV) starred_actors]--> A Handful of Dust --[starred_actors]--> James Wilby
Path (Raw):       Maurice --[starred_actors]--> James Wilby --[(INV) starred_actors]--> A Handful of Dust --[starred_actors]--> James Wilby
Neg LogProb(↓):   0.193874
Path Entropy(↓):  0.606868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film cruising
Start Entity:     Cruising
Gold Answer:      [['Gerald Walker', 'William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   Cruising --[written_by]--> William Friedkin --[(INV) written_by]--> To Live and Die in L.A. --[written_by]--> William Friedkin
Path (Raw):       Cruising --[written_by]--> William Friedkin --[(INV) written_by]--> To Live and Die in L.A. --[written_by]--> William Friedkin
Neg LogProb(↓):   0.203378
Path Entropy(↓):  0.722062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in east of eden
Start Entity:     East of Eden
Gold Answer:      [['French', 'English']]
Predicted Ans:    English
Predicted Path:   East of Eden --[starred_actors]--> Raymond Massey --[(INV) starred_actors]--> The Scarlet Pimpernel --[in_language]--> English
Path (Raw):       East of Eden --[starred_actors]--> Raymond Massey --[(INV) starred_actors]--> The Scarlet Pimpernel --[in_language]--> English
Neg LogProb(↓):   0.572691
Path Entropy(↓):  1.221871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of a midnight clear
Start Entity:     A Midnight Clear
Gold Answer:      [['Waking the Dead', 'The Singing Detective']]
Predicted Ans:    The Singing Detective
Predicted Path:   A Midnight Clear --[directed_by]--> Keith Gordon --[(INV) directed_by]--> The Singing Detective
Path (Raw):       A Midnight Clear --[directed_by]--> Keith Gordon --[(INV) directed_by]--> The Singing Detective --[No Operation]--> The Singing Detective
Neg LogProb(↓):   0.585837
Path Entropy(↓):  0.841373
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by walter hampden in
Start Entity:     Walter Hampden
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Walter Hampden --[(INV) starred_actors]--> 5 Fingers --[in_language]--> German
Path (Raw):       Walter Hampden --[No Operation]--> Walter Hampden --[(INV) starred_actors]--> 5 Fingers --[in_language]--> German
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by david von ancken were released in which years
Start Entity:     David Von Ancken
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   David Von Ancken --[(INV) written_by]--> Seraphim Falls --[release_year]--> 2006
Path (Raw):       David Von Ancken --[No Operation]--> David Von Ancken --[(INV) written_by]--> Seraphim Falls --[release_year]--> 2006
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does sally fraser appear in
Start Entity:     Sally Fraser
Gold Answer:      [['It Conquered the World']]
Predicted Ans:    It Conquered the World
Predicted Path:   Sally Fraser --[(INV) starred_actors]--> It Conquered the World --[starred_actors]--> Sally Fraser --[(INV) starred_actors]--> It Conquered the World
Path (Raw):       Sally Fraser --[(INV) starred_actors]--> It Conquered the World --[starred_actors]--> Sally Fraser --[(INV) starred_actors]--> It Conquered the World
Neg LogProb(↓):   0.003272
Path Entropy(↓):  0.023108
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of blaze
Start Entity:     Blaze
Gold Answer:      [['Hollywood Homicide', 'Blue Chips', 'Play It to the Bone', 'Bull Durham', 'Cobb', "White Men Can't Jump", 'Tin Cup', 'The Best of Times']]
Predicted Ans:    Bull Durham
Predicted Path:   Blaze --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham
Path (Raw):       Blaze --[written_by]--> Ron Shelton --[(INV) written_by]--> Bull Durham --[No Operation]--> Bull Durham
Neg LogProb(↓):   0.569049
Path Entropy(↓):  0.932711
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films bolt are written by who
Start Entity:     Bolt
Gold Answer:      [['Steven T. Seagle', 'Duncan Rouleau', 'Byron Howard', 'Nathan Greno']]
Predicted Ans:    Byron Howard
Predicted Path:   Bolt --[directed_by]--> Byron Howard --[(INV) directed_by]--> Tangled Ever After --[written_by]--> Byron Howard
Path (Raw):       Bolt --[directed_by]--> Byron Howard --[(INV) directed_by]--> Tangled Ever After --[written_by]--> Byron Howard
Neg LogProb(↓):   0.000741
Path Entropy(↓):  0.006367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in from up on poppy hill
Start Entity:     From Up on Poppy Hill
Gold Answer:      [['Yuriko Ishida', 'Masami Nagasawa', 'Keiko Takeshita']]
Predicted Ans:    Yuriko Ishida
Predicted Path:   From Up on Poppy Hill --[starred_actors]--> Yuriko Ishida --[(INV) starred_actors]--> From Up on Poppy Hill --[starred_actors]--> Yuriko Ishida
Path (Raw):       From Up on Poppy Hill --[starred_actors]--> Yuriko Ishida --[(INV) starred_actors]--> From Up on Poppy Hill --[starred_actors]--> Yuriko Ishida
Neg LogProb(↓):   0.000926
Path Entropy(↓):  0.008406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in trial
Start Entity:     Trial
Gold Answer:      [['Glenn Ford', 'Arthur Kennedy', 'Dorothy McGuire']]
Predicted Ans:    Arthur Kennedy
Predicted Path:   Trial --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Rancho Notorious --[starred_actors]--> Arthur Kennedy
Path (Raw):       Trial --[starred_actors]--> Arthur Kennedy --[(INV) starred_actors]--> Rancho Notorious --[starred_actors]--> Arthur Kennedy
Neg LogProb(↓):   0.066620
Path Entropy(↓):  0.309176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in american gigolo
Start Entity:     American Gigolo
Gold Answer:      [['Richard Gere']]
Predicted Ans:    Richard Gere
Predicted Path:   American Gigolo --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Path (Raw):       American Gigolo --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Neg LogProb(↓):   0.030405
Path Entropy(↓):  0.153393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film whiplash are directed by who
Start Entity:     Whiplash
Gold Answer:      [['James Ponsoldt', 'Max Nichols', 'Tom Gormican']]
Predicted Ans:    Tom Gormican
Predicted Path:   Whiplash --[starred_actors]--> Miles Teller --[(INV) starred_actors]--> That Awkward Moment --[directed_by]--> Tom Gormican
Path (Raw):       Whiplash --[starred_actors]--> Miles Teller --[(INV) starred_actors]--> That Awkward Moment --[directed_by]--> Tom Gormican
Neg LogProb(↓):   0.000540
Path Entropy(↓):  0.005029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by gary whitta fall under
Start Entity:     Gary Whitta
Gold Answer:      [['Adventure', 'Action']]
Predicted Ans:    Action
Predicted Path:   Gary Whitta --[(INV) written_by]--> The Book of Eli --[has_genre]--> Action
Path (Raw):       Gary Whitta --[No Operation]--> Gary Whitta --[(INV) written_by]--> The Book of Eli --[has_genre]--> Action
Neg LogProb(↓):   0.037470
Path Entropy(↓):  0.157563
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the hustler actors release
Start Entity:     The Hustler
Gold Answer:      [['1980', '1970', '1946', '2008', '1959', '2006', '1985', '1967', '1979', '1974', '1984', '1977', '1998', '1963', '1968', '2009', '1982', '1973', '1994', '2014', '1956', '1943', '1983', '1995', '1976', '1948', '1972', '1971', '1990', '1989', '1938', '1996', '1981', '1961', '2011', '2013', '1962', '1978', '1964', '1997', '1975', '2000', '1966', '1960', '2005', '1969', '1999', '1986', '1952', '1958']]
Predicted Ans:    1958
Predicted Path:   The Hustler --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       The Hustler --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   1.056278
Path Entropy(↓):  2.791550
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie agatha released
Start Entity:     Agatha
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Agatha --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       Agatha --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   2.575985
Path Entropy(↓):  3.861151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by forget paris actors
Start Entity:     Forget Paris
Gold Answer:      [['English', 'Czech', 'Portuguese']]
Predicted Ans:    English
Predicted Path:   Forget Paris --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Underworld --[in_language]--> English
Path (Raw):       Forget Paris --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Underworld --[in_language]--> English
Neg LogProb(↓):   0.030783
Path Entropy(↓):  0.157542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by ohad knoller fall under
Start Entity:     Ohad Knoller
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ohad Knoller --[(INV) starred_actors]--> Yossi --[has_genre]--> Drama
Path (Raw):       Ohad Knoller --[No Operation]--> Ohad Knoller --[(INV) starred_actors]--> Yossi --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by humberto dorado
Start Entity:     Humberto Dorado
Gold Answer:      [['La estrategia del caracol']]
Predicted Ans:    La estrategia del caracol
Predicted Path:   Humberto Dorado --[(INV) written_by]--> La estrategia del caracol --[written_by]--> Sergio Cabrera --[(INV) written_by]--> La estrategia del caracol
Path (Raw):       Humberto Dorado --[(INV) written_by]--> La estrategia del caracol --[written_by]--> Sergio Cabrera --[(INV) written_by]--> La estrategia del caracol
Neg LogProb(↓):   0.019459
Path Entropy(↓):  0.101087
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by tetsuo hara
Start Entity:     Tetsuo Hara
Gold Answer:      [['Tony Randel']]
Predicted Ans:    Tony Randel
Predicted Path:   Tetsuo Hara --[(INV) written_by]--> Fist of the North Star --[directed_by]--> Tony Randel
Path (Raw):       Tetsuo Hara --[No Operation]--> Tetsuo Hara --[(INV) written_by]--> Fist of the North Star --[directed_by]--> Tony Randel
Neg LogProb(↓):   0.693173
Path Entropy(↓):  0.693463
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the thing from another world actors
Start Entity:     The Thing from Another World
Gold Answer:      [['George Worthing Yates']]
Predicted Ans:    Eugène Lourié
Predicted Path:   The Thing from Another World --[starred_actors]--> Kenneth Tobey --[(INV) starred_actors]--> The Beast from 20,000 Fathoms --[directed_by]--> Eugène Lourié
Path (Raw):       The Thing from Another World --[starred_actors]--> Kenneth Tobey --[(INV) starred_actors]--> The Beast from 20,000 Fathoms --[directed_by]--> Eugène Lourié
Neg LogProb(↓):   0.004880
Path Entropy(↓):  0.037230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the movie barry lyndon
Start Entity:     Barry Lyndon
Gold Answer:      [['William Makepeace Thackeray', 'Stanley Kubrick']]
Predicted Ans:    William Makepeace Thackeray
Predicted Path:   Barry Lyndon --[written_by]--> William Makepeace Thackeray --[(INV) written_by]--> Becky Sharp --[written_by]--> William Makepeace Thackeray
Path (Raw):       Barry Lyndon --[written_by]--> William Makepeace Thackeray --[(INV) written_by]--> Becky Sharp --[written_by]--> William Makepeace Thackeray
Neg LogProb(↓):   0.036206
Path Entropy(↓):  0.156609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film little man tate
Start Entity:     Little Man Tate
Gold Answer:      [['directorial debut', 'jodie foster']]
Predicted Ans:    jodie foster
Predicted Path:   Little Man Tate --[has_tags]--> jodie foster --[(INV) has_tags]--> Flightplan --[has_tags]--> jodie foster
Path (Raw):       Little Man Tate --[has_tags]--> jodie foster --[(INV) has_tags]--> Flightplan --[has_tags]--> jodie foster
Neg LogProb(↓):   0.005784
Path Entropy(↓):  0.041616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by pierre geller
Start Entity:     Pierre Geller
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Pierre Geller --[(INV) written_by]--> Rebellion --[in_language]--> French
Path (Raw):       Pierre Geller --[No Operation]--> Pierre Geller --[(INV) written_by]--> Rebellion --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed i love you, man
Start Entity:     I Love You, Man
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   I Love You, Man --[directed_by]--> John Hamburg --[(INV) directed_by]--> I Love You, Man --[has_genre]--> Comedy
Path (Raw):       I Love You, Man --[directed_by]--> John Hamburg --[(INV) directed_by]--> I Love You, Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.400791
Path Entropy(↓):  0.673831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote a place in the sun
Start Entity:     A Place in the Sun
Gold Answer:      [['Richard Thorpe', 'Edward Dmytryk', 'Tim Burton', 'Allan Dwan', 'Joseph L. Mankiewicz', 'Lewis Milestone', 'William Wyler', 'Franklin J. Schaffner', 'Herbert J. Biberman', 'Brian De Palma', 'Howard Hawks', 'David Lean']]
Predicted Ans:    Franklin J. Schaffner
Predicted Path:   A Place in the Sun --[written_by]--> Michael Wilson --[(INV) written_by]--> Planet of the Apes --[directed_by]--> Franklin J. Schaffner
Path (Raw):       A Place in the Sun --[written_by]--> Michael Wilson --[(INV) written_by]--> Planet of the Apes --[directed_by]--> Franklin J. Schaffner
Neg LogProb(↓):   0.879958
Path Entropy(↓):  1.405323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of elizabeth bogush starred movies
Start Entity:     Elizabeth Bogush
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Elizabeth Bogush --[(INV) starred_actors]--> Jam --[release_year]--> 2006
Path (Raw):       Elizabeth Bogush --[No Operation]--> Elizabeth Bogush --[(INV) starred_actors]--> Jam --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by harold crooks
Start Entity:     Harold Crooks
Gold Answer:      [['Mathieu Roy']]
Predicted Ans:    Harold Crooks
Predicted Path:   Harold Crooks --[(INV) written_by]--> Surviving Progress --[directed_by]--> Harold Crooks
Path (Raw):       Harold Crooks --[No Operation]--> Harold Crooks --[(INV) written_by]--> Surviving Progress --[directed_by]--> Harold Crooks
Neg LogProb(↓):   0.168915
Path Entropy(↓):  0.439691
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed the deep six
Start Entity:     The Deep Six
Gold Answer:      [['Charles Edward Pogue', 'Russell Rouse', 'Clarence Greene', 'Edwin Balmer', 'Philip Wylie', 'Donald Hamilton']]
Predicted Ans:    Russell Rouse
Predicted Path:   The Deep Six --[directed_by]--> Rudolph Maté --[(INV) directed_by]--> D.O.A. --[written_by]--> Russell Rouse
Path (Raw):       The Deep Six --[directed_by]--> Rudolph Maté --[(INV) directed_by]--> D.O.A. --[written_by]--> Russell Rouse
Neg LogProb(↓):   1.278202
Path Entropy(↓):  2.007038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by surviving christmas actors
Start Entity:     Surviving Christmas
Gold Answer:      [['Tony Mendez', 'Joshuah Bearman', 'Christopher Guest', 'Gillian Flynn', 'Chuck Hogan', 'Don Calame', 'John Wells', 'Mike Binder', 'Takuji Ushiyama', 'Ethan Coen', 'Brian Koppelman', 'David Levien', 'Don Roos', 'Matthew Michael Carnahan', 'Maya Forbes', 'Ben Affleck', 'Ryan Jaffe', 'Philip K. Dick', 'Dennis Lehane', 'Timo Tjahjanto', 'Leonard Ripps', 'Shana Larsen', 'John Cassavetes', 'Robert Daley', 'Dave Eggers', 'Nancy Pimental', 'Greg Coolidge', 'Vendela Vida', 'Matt Damon', 'Mike Judge', 'Eugene Levy', 'Stu Zicherman', 'Ben Karlin', 'Tony Gilroy', 'Sidney Lumet', 'Mark Steven Johnson', 'Martin Brest', 'Tim Burton', 'Christian Clavier', 'Pete Jones', 'Jay Lacopo', 'Wallace Wolodarsky', 'Terrence Malick', 'Ken Hixon', 'Randall Wallace', 'David Twohy', 'Billy Ray', 'Chris Conroy']]
Predicted Ans:    Randall Wallace
Predicted Path:   Surviving Christmas --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Path (Raw):       Surviving Christmas --[starred_actors]--> Ben Affleck --[(INV) starred_actors]--> Pearl Harbor --[written_by]--> Randall Wallace
Neg LogProb(↓):   0.728320
Path Entropy(↓):  1.587776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by phffft actors
Start Entity:     Phffft
Gold Answer:      [['George Cukor', 'James Foley', 'Delmer Daves', 'Stuart Rosenberg', 'Mervyn LeRoy', 'Gilles Mimouni', 'Richard Quine', 'Blake Edwards', 'Donald Petrie', 'Robert Altman', 'Mick Jackson', 'Jerry Jameson', 'Félix Enríquez Alcalá', 'Billy Wilder', 'Lewis Milestone', 'Otto Preminger', 'Raoul Walsh', 'John Ford', 'Robert Aldrich', 'George Marshall', 'George Sidney', 'Michael Curtiz', 'Stanley Kramer', 'Frank Capra', 'Michael Gordon', 'Gary David Goldberg', 'Martha Coolidge', 'Joshua Logan', 'Harvey Miller', 'Howard Deutch', 'Alexander Hall', 'Vincente Minnelli', 'John G. Avildsen', 'Gene Saks', 'Robert Parrish', 'Luis Mandoki', 'Alfred Hitchcock', 'Glenn Jordan', 'Lloyd Bacon', 'David Butler', 'David Swift', 'Phil Karlson', 'Mike Figgis', 'James Bridges']]
Predicted Ans:    Billy Wilder
Predicted Path:   Phffft --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Path (Raw):       Phffft --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.752375
Path Entropy(↓):  1.741065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor zaide silvia gutierrez is a co - star of who
Start Entity:     Zaide Silvia Gutiérrez
Gold Answer:      [['David Villalpando']]
Predicted Ans:    Zaide Silvia Gutiérrez
Predicted Path:   Zaide Silvia Gutiérrez --[(INV) starred_actors]--> El Norte --[starred_actors]--> Zaide Silvia Gutiérrez
Path (Raw):       Zaide Silvia Gutiérrez --[No Operation]--> Zaide Silvia Gutiérrez --[(INV) starred_actors]--> El Norte --[starred_actors]--> Zaide Silvia Gutiérrez
Neg LogProb(↓):   0.003763
Path Entropy(↓):  0.024726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films written by the screenwriter of the last days of disco
Start Entity:     The Last Days of Disco
Gold Answer:      [['Analeigh Tipton', 'Greta Gerwig', 'Mira Sorvino', 'Taylor Nichols', 'Chris Eigeman']]
Predicted Ans:    Mira Sorvino
Predicted Path:   The Last Days of Disco --[written_by]--> Whit Stillman --[(INV) written_by]--> Barcelona --[starred_actors]--> Mira Sorvino
Path (Raw):       The Last Days of Disco --[written_by]--> Whit Stillman --[(INV) written_by]--> Barcelona --[starred_actors]--> Mira Sorvino
Neg LogProb(↓):   0.001042
Path Entropy(↓):  0.008506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by hannibal actors
Start Entity:     Hannibal
Gold Answer:      [['Michael Almereyda', 'Stephen Frears', 'Todd Haynes', 'Lasse Hallström', 'Geoff Murphy', 'Franco Zeffirelli', 'Anthony Harvey', 'Anthony Hopkins', 'Alex Cox', 'Martin Campbell', 'David Lynch', 'Peter Medak', 'Jane Anderson', 'Lee Tamahori', 'Michael Cimino', 'Neil Jordan', 'Robert Benton', 'Matt Reeves', 'Gregory Hoblit', 'Tony Richardson', 'William Wyler', 'Joel Coen', 'Paul Verhoeven', 'Roger Donaldson', 'Robert Wise', 'Jennifer Yuh', 'Damian Harris', 'Graham Baker', 'Mick Jackson', 'David Seltzer', 'Allan Moyle', 'Mikael Håfström', 'Jocelyn Moorhouse', 'Craig Zisk', 'Robert Rossen', 'Joel Schumacher', 'David Cronenberg', 'Brett Ratner', 'Stephen Daldry', 'Chris Columbus', 'James Ivory', 'Joseph Ruben', 'Edward Zwick', 'Ivan Reitman', 'Richard Glatzer', 'Wash Westmoreland', 'Luc Besson', 'Peter Howitt', 'Steven Lisberger', 'Woody Allen', 'Bart Freundlich', 'Robert Altman', 'John Madden', 'Kenneth Branagh', 'Christopher Nolan', 'David S. Goyer', 'Oliver Stone', 'Sacha Gervasi', 'Scott McGehee', 'David Siegel', 'Alan Parker', 'Wim Wenders', 'Victor Sjöström', 'Scott Hicks', 'Marc Rocco', 'Laurence Olivier', 'Austin Chick', 'Atom Egoyan', 'Martin Brest', 'Darren Aronofsky', 'Rod Lurie', 'Brian De Palma', 'Richard Attenborough', 'John Gielgud', 'Edward Dmytryk', 'Joe Roth', 'Wolfgang Petersen', 'Tom Kalin', 'Roland Joffé', 'Jack Hofsiss', 'Ethan Coen', 'Richard Donner', 'Grigori Kozintsev', 'Phil Joanou', 'Julie Taymor', 'Tom Cairns', 'Koldo Serra', 'Jay Roach', 'Jorge Blanco', 'Steven Zaillian', 'Robert Luketic', 'Steven Spielberg', 'Robert Zemeckis', 'Peter Yates', 'José Padilha']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Hannibal --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       Hannibal --[starred_actors]--> Anthony Hopkins --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.960125
Path Entropy(↓):  2.428223
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by james cameron
Start Entity:     james cameron
Gold Answer:      [['Avatar', 'The Terminator', 'Aliens', 'The Abyss', 'Titanic', 'Strange Days', 'True Lies']]
Predicted Ans:    Aliens
Predicted Path:   james cameron --[(INV) has_tags]--> Aliens --[has_tags]--> paul reiser --[(INV) has_tags]--> Aliens
Path (Raw):       james cameron --[(INV) has_tags]--> Aliens --[has_tags]--> paul reiser --[(INV) has_tags]--> Aliens
Neg LogProb(↓):   0.030729
Path Entropy(↓):  0.136350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by the astronaut farmer writers release
Start Entity:     The Astronaut Farmer
Gold Answer:      [['2001', '2003', '1999', '2013']]
Predicted Ans:    1999
Predicted Path:   The Astronaut Farmer --[written_by]--> Michael Polish --[(INV) written_by]--> Twin Falls Idaho --[release_year]--> 1999
Path (Raw):       The Astronaut Farmer --[written_by]--> Michael Polish --[(INV) written_by]--> Twin Falls Idaho --[release_year]--> 1999
Neg LogProb(↓):   0.224129
Path Entropy(↓):  0.735527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of a month in the country also starred in which movies
Start Entity:     A Month in the Country
Gold Answer:      [['Nanny McPhee', 'Gambit', 'Apartment Zero', 'Before I Go to Sleep', 'The 39 Steps', 'Hope Springs', 'The Last Legion', 'Magic in the Moonlight', 'Easy Virtue', 'The Railway Man', 'Arthur Newman', 'The Accidental Husband', "Devil's Knot", 'What a Girl Wants', 'Valmont', "The King's Speech", 'Where the Truth Lies', 'Another Country', 'A Single Man', 'Girl with a Pearl Earring']]
Predicted Ans:    Easy Virtue
Predicted Path:   A Month in the Country --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue
Path (Raw):       A Month in the Country --[starred_actors]--> Colin Firth --[No Operation]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue
Neg LogProb(↓):   1.104300
Path Entropy(↓):  2.127055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by lawrence hazard starred which actors
Start Entity:     Lawrence Hazard
Gold Answer:      [['Marlene Dietrich', 'Joan Crawford', 'Clark Gable', 'John Wayne', 'Randolph Scott']]
Predicted Ans:    John Wayne
Predicted Path:   Lawrence Hazard --[(INV) written_by]--> The Spoilers --[starred_actors]--> John Wayne
Path (Raw):       Lawrence Hazard --[No Operation]--> Lawrence Hazard --[(INV) written_by]--> The Spoilers --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.265687
Path Entropy(↓):  0.597911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film are we done yet?
Start Entity:     Are We Done Yet?
Gold Answer:      [['David O. Russell', 'John Ridley', 'Matt Johnson', 'Phil Hay', 'Matt Manfredi', 'Greg Coolidge', 'John Carpenter', 'Jason Mantzoukas', 'Greg Latter', 'Darrell Roodt', 'Robert Zemeckis', 'Bob Gale', 'Ice Cube', 'David E. Talbert']]
Predicted Ans:    John Carpenter
Predicted Path:   Are We Done Yet? --[starred_actors]--> Ice Cube --[(INV) starred_actors]--> Ghosts of Mars --[written_by]--> John Carpenter
Path (Raw):       Are We Done Yet? --[starred_actors]--> Ice Cube --[(INV) starred_actors]--> Ghosts of Mars --[written_by]--> John Carpenter
Neg LogProb(↓):   0.652802
Path Entropy(↓):  1.290839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by david e. talbert
Start Entity:     David E. Talbert
Gold Answer:      [['2008', '2013']]
Predicted Ans:    2008
Predicted Path:   David E. Talbert --[(INV) written_by]--> First Sunday --[release_year]--> 2008
Path (Raw):       David E. Talbert --[No Operation]--> David E. Talbert --[(INV) written_by]--> First Sunday --[release_year]--> 2008
Neg LogProb(↓):   0.078727
Path Entropy(↓):  0.268940
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is love can seriously damage your health in
Start Entity:     Love Can Seriously Damage Your Health
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Love Can Seriously Damage Your Health --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Path (Raw):       Love Can Seriously Damage Your Health --[in_language]--> Spanish --[(INV) in_language]--> Acción mutante --[in_language]--> Spanish
Neg LogProb(↓):   1.187278
Path Entropy(↓):  2.063032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by james van der beek in
Start Entity:     James Van Der Beek
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   James Van Der Beek --[(INV) starred_actors]--> Formosa Betrayed --[has_genre]--> Thriller
Path (Raw):       James Van Der Beek --[No Operation]--> James Van Der Beek --[(INV) starred_actors]--> Formosa Betrayed --[has_genre]--> Thriller
Neg LogProb(↓):   0.005103
Path Entropy(↓):  0.031952
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film smile were in which genres
Start Entity:     Smile
Gold Answer:      [['Sport', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Smile --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom --[has_genre]--> Comedy
Path (Raw):       Smile --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom --[has_genre]--> Comedy
Neg LogProb(↓):   0.691377
Path Entropy(↓):  1.418413
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the call of the wild
Start Entity:     The Call of the Wild
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '1923', '1959', '1936', '1967', '1935', '1974', '1968', '1963', '1998', '1939', '1933', '1951', '2004', '1982', '1973', '1953', '1947', '1932', '1956', '1931', '1976', '1948', '1972', '1971', '1990', '2001', '1942', '1940', '1938', '1961', '2011', '1955', '1962', '1988', '1934', '1978', '2000', '1949', '1966', '1950', '1960', '1929', '1965', '1945', '1937', '1952', '1958', '1930']]
Predicted Ans:    1936
Predicted Path:   The Call of the Wild --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Wife vs. Secretary --[release_year]--> 1936
Path (Raw):       The Call of the Wild --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> Wife vs. Secretary --[release_year]--> 1936
Neg LogProb(↓):   1.916831
Path Entropy(↓):  3.423370
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by priscilla lane
Start Entity:     Priscilla Lane
Gold Answer:      [['Joseph Kesselring', 'Robert Rossen', 'Mark Hellinger', 'Joan Harrison', 'Jerry Wald', 'Richard Macaulay', 'Philip G. Epstein', 'Dorothy Parker', 'Julius J. Epstein', 'Peter Viertel']]
Predicted Ans:    Mark Hellinger
Predicted Path:   Priscilla Lane --[(INV) starred_actors]--> The Roaring Twenties --[written_by]--> Mark Hellinger
Path (Raw):       Priscilla Lane --[No Operation]--> Priscilla Lane --[(INV) starred_actors]--> The Roaring Twenties --[written_by]--> Mark Hellinger
Neg LogProb(↓):   0.397620
Path Entropy(↓):  1.201151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote beat the devil
Start Entity:     Beat the Devil
Gold Answer:      [['Jean Negulesco', 'Mark Medoff', 'Blake Edwards', 'Danny Huston', 'William Dieterle', 'Roy Del Ruth', 'William Wyler', 'Raoul Walsh', 'Charles Matthau', 'John Huston', 'Richard Brooks', 'Howard Hawks', 'Anatole Litvak']]
Predicted Ans:    John Huston
Predicted Path:   Beat the Devil --[written_by]--> John Huston --[(INV) written_by]--> The Maltese Falcon --[directed_by]--> John Huston
Path (Raw):       Beat the Devil --[written_by]--> John Huston --[(INV) written_by]--> The Maltese Falcon --[directed_by]--> John Huston
Neg LogProb(↓):   0.975247
Path Entropy(↓):  1.688681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by gela babluani
Start Entity:     Géla Babluani
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Géla Babluani --[(INV) written_by]--> 13 Tzameti --[has_genre]--> Thriller
Path (Raw):       Géla Babluani --[No Operation]--> Géla Babluani --[(INV) written_by]--> 13 Tzameti --[has_genre]--> Thriller
Neg LogProb(↓):   0.012882
Path Entropy(↓):  0.068579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of scott myers written films
Start Entity:     Scott Myers
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Scott Myers --[(INV) written_by]--> K-9 --[release_year]--> 1989
Path (Raw):       Scott Myers --[No Operation]--> Scott Myers --[(INV) written_by]--> K-9 --[release_year]--> 1989
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of racing with the moon also directed which movies
Start Entity:     Racing with the Moon
Gold Answer:      [['Mermaids', 'The Shrink Is In', 'My Stepmother Is an Alien', 'The Pentagon Wars', 'Downtown', 'Milk Money', 'Made in America', 'Little Nikita', 'Marci X', 'City Heat', 'My Favorite Year', 'The Money Pit']]
Predicted Ans:    Mermaids
Predicted Path:   Racing with the Moon --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids
Path (Raw):       Racing with the Moon --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids --[No Operation]--> Mermaids
Neg LogProb(↓):   0.210291
Path Entropy(↓):  0.870472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by maria blom
Start Entity:     Maria Blom
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Maria Blom --[(INV) directed_by]--> Nina Frisk --[in_language]--> Swedish
Path (Raw):       Maria Blom --[No Operation]--> Maria Blom --[(INV) directed_by]--> Nina Frisk --[in_language]--> Swedish
Neg LogProb(↓):   0.000570
Path Entropy(↓):  0.004828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the drowning pool
Start Entity:     The Drowning Pool
Gold Answer:      [['1980', '1970', '1972', '1960', '2005', '1969', '1973', '1967', '1979', '1986', '1984']]
Predicted Ans:    1980
Predicted Path:   The Drowning Pool --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> Brubaker --[release_year]--> 1980
Path (Raw):       The Drowning Pool --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> Brubaker --[release_year]--> 1980
Neg LogProb(↓):   0.627581
Path Entropy(↓):  1.416481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the phantom carriage is also the director of which films
Start Entity:     The Phantom Carriage
Gold Answer:      [['He Who Gets Slapped', 'The Scarlet Letter', 'The Wind']]
Predicted Ans:    The Scarlet Letter
Predicted Path:   The Phantom Carriage --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter
Path (Raw):       The Phantom Carriage --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[No Operation]--> The Scarlet Letter
Neg LogProb(↓):   0.085869
Path Entropy(↓):  0.368568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of lust, caution
Start Entity:     Lust, Caution
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Lust, Caution --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Lust, Caution --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.482369
Path Entropy(↓):  2.865128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the goalie's anxiety at the penalty kick starred who
Start Entity:     The Goalie's Anxiety at the Penalty Kick
Gold Answer:      [['Ry Cooder', 'Compay Segundo', 'Meg Ryan', 'Dennis Hopper', 'Campino', 'Henry B. Walthall', 'Nicolas Cage', 'Solveig Dommartin', 'Demi Moore', 'Otto Sander', 'John Malkovich', 'Wim Wenders', 'Bill Pullman', 'Traci Lind', 'Rosalind Chao', 'Gary Oldman', 'Robert Duvall', 'Lou Castel', 'Senta Berger', 'Hans Christian Blech', 'Juliano Ribeiro Salgado', 'Sebastião Salgado', 'Nastassja Kinski', 'Michelle Williams', 'John Diehl', 'Irène Jacob', 'Andie MacDowell', 'Bruno Ganz']]
Predicted Ans:    Bruno Ganz
Predicted Path:   The Goalie's Anxiety at the Penalty Kick --[written_by]--> Wim Wenders --[(INV) written_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Path (Raw):       The Goalie's Anxiety at the Penalty Kick --[written_by]--> Wim Wenders --[(INV) written_by]--> Wings of Desire --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   0.405574
Path Entropy(↓):  1.162384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by a map of the world actors
Start Entity:     A Map of the World
Gold Answer:      [['Philip Frank Messina', 'John Sayles', 'Kevin Wade', "Dan O'Bannon", 'David Howard', 'David Auburn', 'Dian Fossey', 'James Cameron', 'Rafael Yglesias', 'Ariel Dorfman', 'Moe Jelline', 'Robert Gordon', 'Louis Sachar', 'George Plimpton', 'Steve Tesich', 'Ronald Shusett', 'David Gow', 'Bob Swaim', 'Paul Theroux', 'Peter Weir', 'Stephen Mazur', 'Paul Guay', 'Robert Dunn', 'Rodrigo Cortés', 'Terry Green', 'Jim Simpson', 'Anne Nelson', 'Dan Aykroyd', 'Harold Ramis', 'Georges Simenon', 'Douglas McGrath', 'Rick Moody', 'Jamie Linden', 'Cédric Kahn', 'Gary Ross']]
Predicted Ans:    Dan Aykroyd
Predicted Path:   A Map of the World --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[written_by]--> Dan Aykroyd
Path (Raw):       A Map of the World --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[written_by]--> Dan Aykroyd
Neg LogProb(↓):   0.881176
Path Entropy(↓):  1.761673
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by lewis john carlino were in which genres
Start Entity:     Lewis John Carlino
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Lewis John Carlino --[(INV) written_by]--> The Brotherhood --[has_genre]--> Drama
Path (Raw):       Lewis John Carlino --[No Operation]--> Lewis John Carlino --[(INV) written_by]--> The Brotherhood --[has_genre]--> Drama
Neg LogProb(↓):   0.994951
Path Entropy(↓):  1.476808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed good will hunting
Start Entity:     Good Will Hunting
Gold Answer:      [['Romance', 'Biography', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Good Will Hunting --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Restless --[has_genre]--> Drama
Path (Raw):       Good Will Hunting --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Restless --[has_genre]--> Drama
Neg LogProb(↓):   0.798301
Path Entropy(↓):  1.459588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe film fist of the north star
Start Entity:     Fist of the North Star
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   Fist of the North Star --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Fist of the North Star --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.280480
Path Entropy(↓):  0.592458
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of cab calloway starred movies
Start Entity:     Cab Calloway
Gold Answer:      [['John Landis', 'Dan Aykroyd']]
Predicted Ans:    Dan Aykroyd
Predicted Path:   Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[written_by]--> Dan Aykroyd
Path (Raw):       Cab Calloway --[No Operation]--> Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[written_by]--> Dan Aykroyd
Neg LogProb(↓):   0.668522
Path Entropy(↓):  0.803387
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter william j. cowen
Start Entity:     William J. Cowen
Gold Answer:      [['Spencer Tracy', 'Gladys George', 'Franchot Tone']]
Predicted Ans:    Spencer Tracy
Predicted Path:   William J. Cowen --[(INV) written_by]--> They Gave Him a Gun --[starred_actors]--> Spencer Tracy
Path (Raw):       William J. Cowen --[No Operation]--> William J. Cowen --[(INV) written_by]--> They Gave Him a Gun --[starred_actors]--> Spencer Tracy
Neg LogProb(↓):   0.635759
Path Entropy(↓):  0.716634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by richard macaulay starred who
Start Entity:     Richard Macaulay
Gold Answer:      [['Gladys George', 'Priscilla Lane', 'James Cagney', 'Humphrey Bogart', 'Alan Hale', 'Dennis Morgan', 'Brenda Marshall']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Richard Macaulay --[(INV) written_by]--> The Roaring Twenties --[starred_actors]--> Humphrey Bogart
Path (Raw):       Richard Macaulay --[No Operation]--> Richard Macaulay --[(INV) written_by]--> The Roaring Twenties --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.252398
Path Entropy(↓):  0.705694
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of the statement
Start Entity:     The Statement
Gold Answer:      [['Latin', 'Russian']]
Predicted Ans:    French
Predicted Path:   The Statement --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Path (Raw):       The Statement --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement --[in_language]--> French
Neg LogProb(↓):   0.015699
Path Entropy(↓):  0.086912
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies that share directors with hammett fall under
Start Entity:     Hammett
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   Hammett --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       Hammett --[directed_by]--> Wim Wenders --[(INV) directed_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.234480
Path Entropy(↓):  0.733874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by alan king were directed by who
Start Entity:     Alan King
Gold Answer:      [['John Sayles', 'Henry Winkler', 'Lewis Teague']]
Predicted Ans:    Lewis Teague
Predicted Path:   Alan King --[(INV) starred_actors]--> Cat's Eye --[directed_by]--> Lewis Teague
Path (Raw):       Alan King --[No Operation]--> Alan King --[(INV) starred_actors]--> Cat's Eye --[directed_by]--> Lewis Teague
Neg LogProb(↓):   0.000409
Path Entropy(↓):  0.003827
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of le beau serge was who
Start Entity:     Le Beau Serge
Gold Answer:      [['Claude Chabrol']]
Predicted Ans:    Claude Chabrol
Predicted Path:   Le Beau Serge --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Path (Raw):       Le Beau Serge --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Le Beau Serge --[directed_by]--> Claude Chabrol
Neg LogProb(↓):   0.156173
Path Entropy(↓):  0.688895
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the prince, when was it released
Start Entity:     The Prince
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   The Prince --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Path (Raw):       The Prince --[release_year]--> 2014 --[(INV) release_year]--> Step Up All In --[release_year]--> 2014
Neg LogProb(↓):   2.692991
Path Entropy(↓):  4.034430
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by tokyo - ga writers
Start Entity:     Tokyo-Ga
Gold Answer:      [['Music', 'Documentary', 'Drama', 'Fantasy', 'Romance']]
Predicted Ans:    Documentary
Predicted Path:   Tokyo-Ga --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Path (Raw):       Tokyo-Ga --[written_by]--> Wim Wenders --[(INV) written_by]--> The Salt of the Earth --[has_genre]--> Documentary
Neg LogProb(↓):   0.170407
Path Entropy(↓):  0.598691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in margherita buy starred movies
Start Entity:     Margherita Buy
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[in_language]--> Italian
Path (Raw):       Margherita Buy --[No Operation]--> Margherita Buy --[(INV) starred_actors]--> Maledetto il giorno che t'ho incontrato --[in_language]--> Italian
Neg LogProb(↓):   0.158698
Path Entropy(↓):  0.475642
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of after the wedding
Start Entity:     After the Wedding
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   After the Wedding --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Open Hearts --[has_genre]--> Drama
Path (Raw):       After the Wedding --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Open Hearts --[has_genre]--> Drama
Neg LogProb(↓):   0.718547
Path Entropy(↓):  1.443507
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of goodbye, mr. chips
Start Entity:     Goodbye, Mr. Chips
Gold Answer:      [['Greta Garbo', 'Ronald Colman', 'Louis Jourdan', 'Robert Montgomery', 'Gary Cooper', 'Greer Garson', 'Elizabeth Taylor', 'Liv Ullmann', 'Sally Kellerman', 'David Niven', 'Michael Redgrave', "Dennis O'Keefe", 'Basil Radford', 'Elizabeth Allan', 'Laraine Day', 'George Sanders', 'Gemma Jones', 'Nigel Hawthorne', 'Rebecca Pidgeon', 'Ingrid Bergman', 'Robert Donat', 'Joel McCrea', 'Lionel Barrymore', 'Cedric Hardwicke', 'Rachel Weisz', 'Robert Taylor', 'Albert Finney', 'Susan Peters', 'Elsa Martinelli', 'Rita Hayworth', 'Signe Hasso', 'Richard Burton', 'James Franco', 'Herbert Marshall', 'Sienna Miller', 'Margaret Leighton', 'George Kennedy', 'Wendy Hiller', 'Deborah Kerr', 'Peter Finch']]
Predicted Ans:    Rebecca Pidgeon
Predicted Path:   Goodbye, Mr. Chips --[written_by]--> Terence Rattigan --[(INV) written_by]--> The Winslow Boy --[starred_actors]--> Rebecca Pidgeon
Path (Raw):       Goodbye, Mr. Chips --[written_by]--> Terence Rattigan --[(INV) written_by]--> The Winslow Boy --[starred_actors]--> Rebecca Pidgeon
Neg LogProb(↓):   1.164481
Path Entropy(↓):  2.087848
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie terms of endearment
Start Entity:     Terms of Endearment
Gold Answer:      [['1980', '1970', '1946', '1954', '2008', '2003', '1992', '1959', '1993', '2006', '1985', '1967', '1979', '1974', '1984', '1977', '2007', '1998', '1963', '2009', '2010', '1982', '1973', '1994', '1956', '1976', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '1961', '2012', '2011', '1955', '1986', '1962', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '1960', '2005', '1991', '1987', '1969', '1958']]
Predicted Ans:    1981
Predicted Path:   Terms of Endearment --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[release_year]--> 1981
Path (Raw):       Terms of Endearment --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[release_year]--> 1981
Neg LogProb(↓):   0.999793
Path Entropy(↓):  2.284823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of dancer, texas pop. 81 also starred in which movies
Start Entity:     Dancer, Texas Pop. 81
Gold Answer:      [['Garfield', 'Evolver', 'Dutch', 'Loosies', 'Blue State', "Can't Hardly Wait", 'Vegas Vacation', 'Freezer', 'Blast', 'Rat Race', 'They']]
Predicted Ans:    Can't Hardly Wait
Predicted Path:   Dancer, Texas Pop. 81 --[starred_actors]--> Ethan Embry --[(INV) starred_actors]--> Can't Hardly Wait
Path (Raw):       Dancer, Texas Pop. 81 --[starred_actors]--> Ethan Embry --[No Operation]--> Ethan Embry --[(INV) starred_actors]--> Can't Hardly Wait
Neg LogProb(↓):   1.053891
Path Entropy(↓):  1.902332
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film directed by carlos marcovich
Start Entity:     Carlos Marcovich
Gold Answer:      [['Who the Hell Is Juliette?']]
Predicted Ans:    Who the Hell Is Juliette?
Predicted Path:   Carlos Marcovich --[(INV) directed_by]--> Who the Hell Is Juliette? --[directed_by]--> Carlos Marcovich --[(INV) directed_by]--> Who the Hell Is Juliette?
Path (Raw):       Carlos Marcovich --[(INV) directed_by]--> Who the Hell Is Juliette? --[directed_by]--> Carlos Marcovich --[(INV) directed_by]--> Who the Hell Is Juliette?
Neg LogProb(↓):   0.000651
Path Entropy(↓):  0.005512
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of healing
Start Entity:     Healing
Gold Answer:      [['The Interview']]
Predicted Ans:    The Interview
Predicted Path:   Healing --[directed_by]--> Craig Monahan --[(INV) directed_by]--> The Interview
Path (Raw):       Healing --[directed_by]--> Craig Monahan --[(INV) directed_by]--> The Interview --[No Operation]--> The Interview
Neg LogProb(↓):   0.009499
Path Entropy(↓):  0.053928
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by moonlight mile writers
Start Entity:     Moonlight Mile
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Moonlight Mile --[written_by]--> Brad Silberling --[(INV) written_by]--> Moonlight Mile --[has_genre]--> Drama
Path (Raw):       Moonlight Mile --[written_by]--> Brad Silberling --[(INV) written_by]--> Moonlight Mile --[has_genre]--> Drama
Neg LogProb(↓):   0.000135
Path Entropy(↓):  0.001339
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of cellular
Start Entity:     Cellular
Gold Answer:      [['Jeffrey Reddick', 'Robert Bloch', 'Patrick Marber', 'Patrick McGrath', 'J. Mackye Gruber', 'Eric Bress', 'John Heffernan', 'David Dalessandro', 'Chrysanthy Balis']]
Predicted Ans:    Robert Bloch
Predicted Path:   Cellular --[directed_by]--> David R. Ellis --[(INV) directed_by]--> Asylum --[written_by]--> Robert Bloch
Path (Raw):       Cellular --[directed_by]--> David R. Ellis --[(INV) directed_by]--> Asylum --[written_by]--> Robert Bloch
Neg LogProb(↓):   0.052066
Path Entropy(↓):  0.254068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of robert merle written movies
Start Entity:     Robert Merle
Gold Answer:      [['Mike Nichols']]
Predicted Ans:    Mike Nichols
Predicted Path:   Robert Merle --[(INV) written_by]--> The Day of the Dolphin --[directed_by]--> Mike Nichols
Path (Raw):       Robert Merle --[No Operation]--> Robert Merle --[(INV) written_by]--> The Day of the Dolphin --[directed_by]--> Mike Nichols
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What did evan dunsky direct
Start Entity:     Evan Dunsky
Gold Answer:      [['The Alarmist']]
Predicted Ans:    The Alarmist
Predicted Path:   Evan Dunsky --[(INV) written_by]--> The Alarmist --[written_by]--> Keith Reddin --[(INV) written_by]--> The Alarmist
Path (Raw):       Evan Dunsky --[(INV) written_by]--> The Alarmist --[written_by]--> Keith Reddin --[(INV) written_by]--> The Alarmist
Neg LogProb(↓):   0.014103
Path Entropy(↓):  0.076171
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by my soul to take writers release
Start Entity:     My Soul to Take
Gold Answer:      [['1988', '2009', '1972', '2001', '1989', '2010', '1991', '1982', '2006', '1981', '1984', '1977']]
Predicted Ans:    1991
Predicted Path:   My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> The People Under the Stairs --[release_year]--> 1991
Path (Raw):       My Soul to Take --[written_by]--> Wes Craven --[(INV) written_by]--> The People Under the Stairs --[release_year]--> 1991
Neg LogProb(↓):   1.255759
Path Entropy(↓):  2.055662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is stonewall uprising
Start Entity:     Stonewall Uprising
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Stonewall Uprising --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       Stonewall Uprising --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.349476
Path Entropy(↓):  3.775392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with a walk to remember were released in which years
Start Entity:     A Walk to Remember
Gold Answer:      [['2008', '2010', '2004', '1999', '2014', '2012', '2013']]
Predicted Ans:    2004
Predicted Path:   A Walk to Remember --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Notebook --[release_year]--> 2004
Path (Raw):       A Walk to Remember --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Notebook --[release_year]--> 2004
Neg LogProb(↓):   0.727180
Path Entropy(↓):  1.112081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does alison routledge appear in
Start Entity:     Alison Routledge
Gold Answer:      [['The Quiet Earth']]
Predicted Ans:    The Quiet Earth
Predicted Path:   Alison Routledge --[(INV) starred_actors]--> The Quiet Earth --[written_by]--> Bruno Lawrence --[(INV) starred_actors]--> The Quiet Earth
Path (Raw):       Alison Routledge --[(INV) starred_actors]--> The Quiet Earth --[written_by]--> Bruno Lawrence --[(INV) starred_actors]--> The Quiet Earth
Neg LogProb(↓):   0.662361
Path Entropy(↓):  0.726815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of who's afraid of virginia woolf? is also the director of which films
Start Entity:     Who's Afraid of Virginia Woolf?
Gold Answer:      [["Charlie Wilson's War", 'The Birdcage', 'Wit', 'Silkwood', 'Biloxi Blues', 'Regarding Henry', 'Catch-22', 'The Fortune', 'Working Girl', 'Heartburn', 'What Planet Are You From?', 'Closer', 'Wolf', 'The Graduate', 'The Day of the Dolphin', 'Postcards from the Edge', 'Primary Colors', 'Carnal Knowledge']]
Predicted Ans:    Heartburn
Predicted Path:   Who's Afraid of Virginia Woolf? --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Heartburn
Path (Raw):       Who's Afraid of Virginia Woolf? --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Heartburn --[No Operation]--> Heartburn
Neg LogProb(↓):   1.399680
Path Entropy(↓):  2.289527
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote singles
Start Entity:     Singles
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Singles --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky --[in_language]--> Spanish
Path (Raw):       Singles --[written_by]--> Cameron Crowe --[(INV) written_by]--> Vanilla Sky --[in_language]--> Spanish
Neg LogProb(↓):   0.099031
Path Entropy(↓):  0.355985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film thieves'highway were in which genres
Start Entity:     Thieves' Highway
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Thieves' Highway --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[has_genre]--> Drama
Path (Raw):       Thieves' Highway --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[has_genre]--> Drama
Neg LogProb(↓):   0.188275
Path Entropy(↓):  0.572815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with two - minute warning fall under
Start Entity:     Two-Minute Warning
Gold Answer:      [['Family', 'Music', 'Western', 'Short', 'Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Horror', 'Adventure', 'Mystery', 'History', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Two-Minute Warning --[starred_actors]--> Martin Balsam --[(INV) starred_actors]--> Catch-22 --[has_genre]--> Comedy
Path (Raw):       Two-Minute Warning --[starred_actors]--> Martin Balsam --[(INV) starred_actors]--> Catch-22 --[has_genre]--> Comedy
Neg LogProb(↓):   1.279475
Path Entropy(↓):  1.457010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by richard schenkman
Start Entity:     Richard Schenkman
Gold Answer:      [['Jon Cryer']]
Predicted Ans:    Jon Cryer
Predicted Path:   Richard Schenkman --[(INV) written_by]--> Went to Coney Island on a Mission from God... Be Back by Five --[starred_actors]--> Jon Cryer
Path (Raw):       Richard Schenkman --[No Operation]--> Richard Schenkman --[(INV) written_by]--> Went to Coney Island on a Mission from God... Be Back by Five --[starred_actors]--> Jon Cryer
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie the land girls
Start Entity:     The Land Girls
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   The Land Girls --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Path (Raw):       The Land Girls --[release_year]--> 1998 --[(INV) release_year]--> The Theory of Flight --[release_year]--> 1998
Neg LogProb(↓):   3.427876
Path Entropy(↓):  4.525832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in transporter 3
Start Entity:     Transporter 3
Gold Answer:      [['Italian', 'Japanese', 'French', 'Russian']]
Predicted Ans:    French
Predicted Path:   Transporter 3 --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Chaos --[in_language]--> French
Path (Raw):       Transporter 3 --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Chaos --[in_language]--> French
Neg LogProb(↓):   1.333513
Path Entropy(↓):  1.689418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of how much do you love me?
Start Entity:     How Much Do You Love Me?
Gold Answer:      [['1978', '1989', '2010', '1996', '1974']]
Predicted Ans:    2005
Predicted Path:   How Much Do You Love Me? --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me? --[release_year]--> 2005
Path (Raw):       How Much Do You Love Me? --[directed_by]--> Bertrand Blier --[(INV) directed_by]--> How Much Do You Love Me? --[release_year]--> 2005
Neg LogProb(↓):   1.128302
Path Entropy(↓):  1.576581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of start the revolution without me
Start Entity:     Start the Revolution Without Me
Gold Answer:      [['Come Blow Your Horn', 'Divorce American Style', 'Inspector Clouseau', 'The Thief Who Came to Dinner', 'Twice in a Lifetime']]
Predicted Ans:    Divorce American Style
Predicted Path:   Start the Revolution Without Me --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style
Path (Raw):       Start the Revolution Without Me --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[No Operation]--> Divorce American Style
Neg LogProb(↓):   0.138688
Path Entropy(↓):  0.460727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by nathan juran
Start Entity:     Nathan Juran
Gold Answer:      [['William Alland', 'Nigel Kneale', 'Martin Berkeley']]
Predicted Ans:    Nigel Kneale
Predicted Path:   Nathan Juran --[(INV) directed_by]--> First Men in the Moon --[written_by]--> Nigel Kneale
Path (Raw):       Nathan Juran --[No Operation]--> Nathan Juran --[(INV) directed_by]--> First Men in the Moon --[written_by]--> Nigel Kneale
Neg LogProb(↓):   0.419607
Path Entropy(↓):  0.642807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the name of the rose
Start Entity:     The Name of the Rose
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   The Name of the Rose --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       The Name of the Rose --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.493206
Path Entropy(↓):  1.137330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the autobiography of miss jane pittman actors
Start Entity:     The Autobiography of Miss Jane Pittman
Gold Answer:      [['Richard Pryor', 'Lonne Elder III', 'William H. Armstrong', 'Horton Foote']]
Predicted Ans:    Lonne Elder III
Predicted Path:   The Autobiography of Miss Jane Pittman --[starred_actors]--> Cicely Tyson --[(INV) starred_actors]--> Sounder --[written_by]--> Lonne Elder III
Path (Raw):       The Autobiography of Miss Jane Pittman --[starred_actors]--> Cicely Tyson --[(INV) starred_actors]--> Sounder --[written_by]--> Lonne Elder III
Neg LogProb(↓):   0.112505
Path Entropy(↓):  0.408642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of guy gallo
Start Entity:     Guy Gallo
Gold Answer:      [['Malcolm Lowry']]
Predicted Ans:    Guy Gallo
Predicted Path:   Guy Gallo --[(INV) written_by]--> Under the Volcano --[written_by]--> Guy Gallo
Path (Raw):       Guy Gallo --[No Operation]--> Guy Gallo --[(INV) written_by]--> Under the Volcano --[written_by]--> Guy Gallo
Neg LogProb(↓):   0.002770
Path Entropy(↓):  0.019920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie double or nothing
Start Entity:     Double or Nothing
Gold Answer:      [['Norman Taurog', 'Gordon Douglas', 'Blake Edwards', 'Hal Walker', 'Norman Panama', 'Billy Wilder', 'Raoul Walsh', 'John Ford', 'Sam Newfield', 'Michael Curtiz', 'Frank Capra', 'Robert Lewis', 'Herbert Ross', 'Victor Schertzinger', 'Charles Walters', 'Leo McCarey', 'George Seaton', 'H.C. Potter', 'David Butler', 'Norman Z. McLeod', 'Mark Sandrich', 'Stuart Heisler']]
Predicted Ans:    George Seaton
Predicted Path:   Double or Nothing --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[directed_by]--> George Seaton
Path (Raw):       Double or Nothing --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl --[directed_by]--> George Seaton
Neg LogProb(↓):   0.784784
Path Entropy(↓):  1.372108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie changing lanes
Start Entity:     Changing Lanes
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Changing Lanes --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Changing Lanes --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.260605
Path Entropy(↓):  4.500286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was fernando vallejo a writer on
Start Entity:     Fernando Vallejo
Gold Answer:      [['Our Lady of the Assassins']]
Predicted Ans:    Our Lady of the Assassins
Predicted Path:   Fernando Vallejo --[(INV) written_by]--> Our Lady of the Assassins --[written_by]--> Fernando Vallejo --[(INV) written_by]--> Our Lady of the Assassins
Path (Raw):       Fernando Vallejo --[(INV) written_by]--> Our Lady of the Assassins --[written_by]--> Fernando Vallejo --[(INV) written_by]--> Our Lady of the Assassins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by joe ahearne
Start Entity:     Joe Ahearne
Gold Answer:      [['Vincent Cassel', 'James McAvoy', 'Rosario Dawson']]
Predicted Ans:    Vincent Cassel
Predicted Path:   Joe Ahearne --[(INV) written_by]--> Trance --[starred_actors]--> Vincent Cassel
Path (Raw):       Joe Ahearne --[No Operation]--> Joe Ahearne --[(INV) written_by]--> Trance --[starred_actors]--> Vincent Cassel
Neg LogProb(↓):   0.000170
Path Entropy(↓):  0.001761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with i heart huckabees fall under
Start Entity:     I Heart Huckabees
Gold Answer:      [['Drama', 'Sport', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   I Heart Huckabees --[directed_by]--> David O. Russell --[(INV) directed_by]--> Spanking the Monkey --[has_genre]--> Comedy
Path (Raw):       I Heart Huckabees --[directed_by]--> David O. Russell --[(INV) directed_by]--> Spanking the Monkey --[has_genre]--> Comedy
Neg LogProb(↓):   0.531274
Path Entropy(↓):  1.126546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of alain guiraudie written movies
Start Entity:     Alain Guiraudie
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Alain Guiraudie --[(INV) written_by]--> Stranger by the Lake --[release_year]--> 2013
Path (Raw):       Alain Guiraudie --[No Operation]--> Alain Guiraudie --[(INV) written_by]--> Stranger by the Lake --[release_year]--> 2013
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film company business
Start Entity:     Company Business
Gold Answer:      [['Chris Gerolmo', 'Elaine May', 'Peter Hyams', 'Stephenie Meyer', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Jonathan Raymond', 'Nel King', 'Paul Jarrico', 'Bob Clark', 'Robert Dillon', 'David Webb Peoples', 'Angelo Pizzo', 'Wes Anderson', 'Robin Moore', 'David Newman', 'Ivan Cotroneo', 'James Salter', 'David Mamet', 'Richard Christian Matheson', 'Kelly Reichardt', 'Joe Gayton', 'Jean Poiret', 'Lawrence Kasdan', 'Simon Moore', 'Owen Wilson', 'David Baldacci', 'David Marconi', 'Richard Matheson', 'Paul Gallico', 'Francis Ford Coppola', 'John Grisham', 'Ernest Tidyman', 'Robert Benton', 'Richard Russo', 'James Drought', 'Kenneth Fearing', 'Francis Veber', 'Dan Gordon', 'William Goldman', "Louis L'Amour", 'John Wainwright', 'Melissa Rosenberg', 'Elmore Leonard', 'Richard Brooks', 'Dick Richards', 'Robert Anderson', 'Arthur Laurents', 'Shinji Aoyama', 'Joseph L. Mankiewicz']]
Predicted Ans:    Richard Brooks
Predicted Path:   Company Business --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Path (Raw):       Company Business --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Neg LogProb(↓):   1.009589
Path Entropy(↓):  2.132631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie first kid were in which genres
Start Entity:     First Kid
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   First Kid --[starred_actors]--> Sinbad --[(INV) starred_actors]--> Jingle All the Way --[has_genre]--> Comedy
Path (Raw):       First Kid --[starred_actors]--> Sinbad --[(INV) starred_actors]--> Jingle All the Way --[has_genre]--> Comedy
Neg LogProb(↓):   0.006164
Path Entropy(↓):  0.041015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - directors of alberto cavalcanti
Start Entity:     Alberto Cavalcanti
Gold Answer:      [['Robert Hamer', 'Basil Dearden', 'Charles Crichton']]
Predicted Ans:    Charles Crichton
Predicted Path:   Alberto Cavalcanti --[(INV) directed_by]--> Dead of Night --[directed_by]--> Charles Crichton
Path (Raw):       Alberto Cavalcanti --[No Operation]--> Alberto Cavalcanti --[(INV) directed_by]--> Dead of Night --[directed_by]--> Charles Crichton
Neg LogProb(↓):   0.035220
Path Entropy(↓):  0.205374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the devil at 4 o'clock
Start Entity:     The Devil at 4 O'Clock
Gold Answer:      [["Murphy's War", 'Seven Thieves', 'Fire Down Below', 'Trapeze']]
Predicted Ans:    The Devil at 4 O'Clock
Predicted Path:   The Devil at 4 O'Clock --[written_by]--> Max Catto --[(INV) written_by]--> The Devil at 4 O'Clock
Path (Raw):       The Devil at 4 O'Clock --[No Operation]--> The Devil at 4 O'Clock --[written_by]--> Max Catto --[(INV) written_by]--> The Devil at 4 O'Clock
Neg LogProb(↓):   0.630435
Path Entropy(↓):  1.261657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor robert towne acted together with who
Start Entity:     Robert Towne
Gold Answer:      [['Antony Carbone']]
Predicted Ans:    Robert Towne
Predicted Path:   Robert Towne --[(INV) starred_actors]--> Creature from the Haunted Sea --[starred_actors]--> Robert Towne
Path (Raw):       Robert Towne --[No Operation]--> Robert Towne --[(INV) starred_actors]--> Creature from the Haunted Sea --[starred_actors]--> Robert Towne
Neg LogProb(↓):   0.000271
Path Entropy(↓):  0.002503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies acted by martha raye fall under
Start Entity:     Martha Raye
Gold Answer:      [['Musical', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Martha Raye --[(INV) starred_actors]--> Double or Nothing --[has_genre]--> Comedy
Path (Raw):       Martha Raye --[No Operation]--> Martha Raye --[(INV) starred_actors]--> Double or Nothing --[has_genre]--> Comedy
Neg LogProb(↓):   0.006851
Path Entropy(↓):  0.041916
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film undiscovered
Start Entity:     Undiscovered
Gold Answer:      [['Meiert Avis']]
Predicted Ans:    Meiert Avis
Predicted Path:   Undiscovered --[directed_by]--> Meiert Avis --[(INV) directed_by]--> Far from Home --[directed_by]--> Meiert Avis
Path (Raw):       Undiscovered --[directed_by]--> Meiert Avis --[(INV) directed_by]--> Far from Home --[directed_by]--> Meiert Avis
Neg LogProb(↓):   0.000967
Path Entropy(↓):  0.007674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by masahiro shinoda
Start Entity:     Masahiro Shinoda
Gold Answer:      [['Koji Nakada', 'Monzaemon Chikamatsu', 'Giancarlo Tallarico']]
Predicted Ans:    Masahiro Shinoda
Predicted Path:   Masahiro Shinoda --[(INV) directed_by]--> Double Suicide --[directed_by]--> Masahiro Shinoda
Path (Raw):       Masahiro Shinoda --[No Operation]--> Masahiro Shinoda --[(INV) directed_by]--> Double Suicide --[directed_by]--> Masahiro Shinoda
Neg LogProb(↓):   0.935802
Path Entropy(↓):  1.414684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie extreme movie
Start Entity:     Extreme Movie
Gold Answer:      [['Sebastián Silva', 'Gustin Nash', 'Charlyne Yi', 'Diablo Cody', 'Evan Goldberg', 'Seth Rogen', 'C.D. Payne', 'Harold Ramis']]
Predicted Ans:    Harold Ramis
Predicted Path:   Extreme Movie --[starred_actors]--> Michael Cera --[(INV) starred_actors]--> Year One --[written_by]--> Harold Ramis
Path (Raw):       Extreme Movie --[starred_actors]--> Michael Cera --[(INV) starred_actors]--> Year One --[written_by]--> Harold Ramis
Neg LogProb(↓):   0.004101
Path Entropy(↓):  0.028800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jeff morrow were written by who
Start Entity:     Jeff Morrow
Gold Answer:      [['Raymond F. Jones']]
Predicted Ans:    Raymond F. Jones
Predicted Path:   Jeff Morrow --[(INV) starred_actors]--> This Island Earth --[written_by]--> Raymond F. Jones
Path (Raw):       Jeff Morrow --[No Operation]--> Jeff Morrow --[(INV) starred_actors]--> This Island Earth --[written_by]--> Raymond F. Jones
Neg LogProb(↓):   0.001228
Path Entropy(↓):  0.009456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed silverado
Start Entity:     Silverado
Gold Answer:      [['Damian Lewis', 'Jeff Goldblum', 'Meg Ryan', 'Glenn Close', 'Loren Dean', 'Diane Keaton', 'Dennis Quaid', 'Kathleen Turner', 'Tom Berenger', 'Ted Danson', 'William Hurt', 'Richard Crenna', 'Kevin Costner', 'Hope Davis', 'Jason Lee', 'Gene Hackman', 'Kevin Kline', 'Alfre Woodard', 'Geena Davis', 'Thomas Jane']]
Predicted Ans:    William Hurt
Predicted Path:   Silverado --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> The Accidental Tourist --[starred_actors]--> William Hurt
Path (Raw):       Silverado --[directed_by]--> Lawrence Kasdan --[(INV) directed_by]--> The Accidental Tourist --[starred_actors]--> William Hurt
Neg LogProb(↓):   1.209790
Path Entropy(↓):  1.640015
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by alexandra hay
Start Entity:     Alexandra Hay
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Alexandra Hay --[(INV) starred_actors]--> Model Shop --[release_year]--> 1969
Path (Raw):       Alexandra Hay --[No Operation]--> Alexandra Hay --[(INV) starred_actors]--> Model Shop --[release_year]--> 1969
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is black knight in
Start Entity:     Black Knight
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Black Knight --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Black Knight --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   2.607620
Path Entropy(↓):  4.090931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by clay westervelt released
Start Entity:     Clay Westervelt
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Clay Westervelt --[(INV) directed_by]--> Popatopolis --[release_year]--> 2009
Path (Raw):       Clay Westervelt --[No Operation]--> Clay Westervelt --[(INV) directed_by]--> Popatopolis --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of night train
Start Entity:     Night Train
Gold Answer:      [['Mother Joan of the Angels']]
Predicted Ans:    Mother Joan of the Angels
Predicted Path:   Night Train --[directed_by]--> Jerzy Kawalerowicz --[(INV) directed_by]--> Mother Joan of the Angels
Path (Raw):       Night Train --[No Operation]--> Night Train --[directed_by]--> Jerzy Kawalerowicz --[(INV) directed_by]--> Mother Joan of the Angels
Neg LogProb(↓):   0.275833
Path Entropy(↓):  0.750522
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the raid 2
Start Entity:     The Raid 2
Gold Answer:      [['Indonesian']]
Predicted Ans:    Indonesian
Predicted Path:   The Raid 2 --[starred_actors]--> Iko Uwais --[(INV) starred_actors]--> Merantau --[in_language]--> Indonesian
Path (Raw):       The Raid 2 --[starred_actors]--> Iko Uwais --[(INV) starred_actors]--> Merantau --[in_language]--> Indonesian
Neg LogProb(↓):   0.026472
Path Entropy(↓):  0.121088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by willy vlautin release
Start Entity:     Willy Vlautin
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Willy Vlautin --[(INV) written_by]--> The Motel Life --[release_year]--> 2012
Path (Raw):       Willy Vlautin --[No Operation]--> Willy Vlautin --[(INV) written_by]--> The Motel Life --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of within the woods
Start Entity:     Within the Woods
Gold Answer:      [['Bubba Ho-Tep', 'My Name Is Bruce', 'Serving Sara', 'Running Time', 'Army of Darkness', 'Man with the Screaming Brain', 'Evil Dead II', 'Mindwarp', 'The Evil Dead', 'Maniac Cop 2', 'The Woods']]
Predicted Ans:    Within the Woods
Predicted Path:   Within the Woods --[starred_actors]--> Bruce Campbell --[(INV) starred_actors]--> Within the Woods
Path (Raw):       Within the Woods --[starred_actors]--> Bruce Campbell --[No Operation]--> Bruce Campbell --[(INV) starred_actors]--> Within the Woods
Neg LogProb(↓):   1.091678
Path Entropy(↓):  1.457402
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are movie co - directors of leo mccarey
Start Entity:     Leo McCarey
Gold Answer:      [['Luis Buñuel', 'Glenn Gordon Caron']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Leo McCarey --[(INV) directed_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Leo McCarey --[No Operation]--> Leo McCarey --[(INV) directed_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.296793
Path Entropy(↓):  0.970132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in grave of the fireflies
Start Entity:     Grave of the Fireflies
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Grave of the Fireflies --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Grave of the Fireflies --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.533658
Path Entropy(↓):  3.213931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing the class
Start Entity:     The Class
Gold Answer:      [['french', "palme d'or", 'french film', 'laurent cantet']]
Predicted Ans:    estonia
Predicted Path:   The Class --[has_tags]--> estonia --[(INV) has_tags]--> Georg --[has_tags]--> estonia
Path (Raw):       The Class --[has_tags]--> estonia --[(INV) has_tags]--> Georg --[has_tags]--> estonia
Neg LogProb(↓):   0.030217
Path Entropy(↓):  0.146527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by the director of nokas
Start Entity:     Nokas
Gold Answer:      [['Jason Biggs', 'Christina Ricci', 'Hilary Swank', 'Al Pacino', 'Anne Heche']]
Predicted Ans:    Al Pacino
Predicted Path:   Nokas --[directed_by]--> Erik Skjoldbjærg --[(INV) directed_by]--> Insomnia --[starred_actors]--> Al Pacino
Path (Raw):       Nokas --[directed_by]--> Erik Skjoldbjærg --[(INV) directed_by]--> Insomnia --[starred_actors]--> Al Pacino
Neg LogProb(↓):   0.027548
Path Entropy(↓):  0.144443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about pier paolo pasolini
Start Entity:     pier paolo pasolini
Gold Answer:      [['The Gospel According to St. Matthew', 'Mamma Roma', 'Salò, or the 120 Days of Sodom', 'Medea', 'Love Meetings', 'The Hawks and the Sparrows', 'Accattone', 'The Canterbury Tales', 'Oedipus Rex', 'Ro.Go.Pa.G.', 'The Decameron', 'Arabian Nights', 'Teorema', 'La rabbia']]
Predicted Ans:    Love Meetings
Predicted Path:   pier paolo pasolini --[(INV) has_tags]--> Love Meetings --[has_tags]--> pier paolo pasolini --[(INV) has_tags]--> Love Meetings
Path (Raw):       pier paolo pasolini --[(INV) has_tags]--> Love Meetings --[has_tags]--> pier paolo pasolini --[(INV) has_tags]--> Love Meetings
Neg LogProb(↓):   0.982501
Path Entropy(↓):  1.832526
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the man from laramie released
Start Entity:     The Man from Laramie
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   The Man from Laramie --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       The Man from Laramie --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   2.774484
Path Entropy(↓):  3.970291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film innerspace starred which actors
Start Entity:     Innerspace
Gold Answer:      [['Dennis Quaid', 'Kevin McCarthy', 'Martin Short', 'Meg Ryan']]
Predicted Ans:    Dennis Quaid
Predicted Path:   Innerspace --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Path (Raw):       Innerspace --[starred_actors]--> Dennis Quaid --[(INV) starred_actors]--> Pandorum --[starred_actors]--> Dennis Quaid
Neg LogProb(↓):   0.802401
Path Entropy(↓):  1.143756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe the warped ones
Start Entity:     The Warped Ones
Gold Answer:      [['bd-r', 'koreyoshi kurahara']]
Predicted Ans:    bd-r
Predicted Path:   The Warped Ones --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Warped Ones --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.397013
Path Entropy(↓):  0.636057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of sruthi hariharan
Start Entity:     Sruthi Hariharan
Gold Answer:      [['Pawan Kumar']]
Predicted Ans:    Sruthi Hariharan
Predicted Path:   Sruthi Hariharan --[(INV) starred_actors]--> Lucia --[starred_actors]--> Sruthi Hariharan
Path (Raw):       Sruthi Hariharan --[No Operation]--> Sruthi Hariharan --[(INV) starred_actors]--> Lucia --[starred_actors]--> Sruthi Hariharan
Neg LogProb(↓):   0.000459
Path Entropy(↓):  0.003984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie last dance starred who
Start Entity:     Last Dance
Gold Answer:      [['Peter Gallagher', 'Randy Quaid', 'Rob Morrow', 'Sharon Stone']]
Predicted Ans:    Rob Morrow
Predicted Path:   Last Dance --[starred_actors]--> Rob Morrow --[(INV) starred_actors]--> The Thin Blue Lie --[starred_actors]--> Rob Morrow
Path (Raw):       Last Dance --[starred_actors]--> Rob Morrow --[(INV) starred_actors]--> The Thin Blue Lie --[starred_actors]--> Rob Morrow
Neg LogProb(↓):   0.718304
Path Entropy(↓):  1.165250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films close to leo are written by who
Start Entity:     Close to Leo
Gold Answer:      [['Christophe Honoré', 'Geneviève Brisac']]
Predicted Ans:    Christophe Honoré
Predicted Path:   Close to Leo --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Man at Bath --[written_by]--> Christophe Honoré
Path (Raw):       Close to Leo --[directed_by]--> Christophe Honoré --[(INV) directed_by]--> Man at Bath --[written_by]--> Christophe Honoré
Neg LogProb(↓):   0.136353
Path Entropy(↓):  0.399722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by nick frost were directed by who
Start Entity:     Nick Frost
Gold Answer:      [['Greg Mottola']]
Predicted Ans:    Greg Mottola
Predicted Path:   Nick Frost --[(INV) written_by]--> Paul --[directed_by]--> Greg Mottola
Path (Raw):       Nick Frost --[No Operation]--> Nick Frost --[(INV) written_by]--> Paul --[directed_by]--> Greg Mottola
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by everybody's fine actors
Start Entity:     Everybody's Fine
Gold Answer:      [['Music', 'Sci-Fi', 'Sport', 'Western', 'Biography', 'Musical', 'Drama', 'Crime', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Everybody's Fine --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Everybody's Fine --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   2.246567
Path Entropy(↓):  3.125918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the quiet duel
Start Entity:     The Quiet Duel
Gold Answer:      [['Drama', 'War', 'Action', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Quiet Duel --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Dreams --[has_genre]--> Drama
Path (Raw):       The Quiet Duel --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Dreams --[has_genre]--> Drama
Neg LogProb(↓):   0.938721
Path Entropy(↓):  1.414612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of deborah curtis written movies
Start Entity:     Deborah Curtis
Gold Answer:      [['Anton Corbijn']]
Predicted Ans:    Anton Corbijn
Predicted Path:   Deborah Curtis --[(INV) written_by]--> Control --[directed_by]--> Anton Corbijn
Path (Raw):       Deborah Curtis --[No Operation]--> Deborah Curtis --[(INV) written_by]--> Control --[directed_by]--> Anton Corbijn
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by octopussy actors release
Start Entity:     Octopussy
Gold Answer:      [['1980', '1978', '1970', '1996', '1973', '2013', '1985', '1979', '1981', '1974', '1955', '1984', '1977']]
Predicted Ans:    1984
Predicted Path:   Octopussy --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[release_year]--> 1984
Path (Raw):       Octopussy --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[release_year]--> 1984
Neg LogProb(↓):   0.664468
Path Entropy(↓):  1.293953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the batman director
Start Entity:     Batman
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Batman --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Path (Raw):       Batman --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[in_language]--> English
Neg LogProb(↓):   0.002342
Path Entropy(↓):  0.018458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of tequila sunrise
Start Entity:     Tequila Sunrise
Gold Answer:      [['Robert Towne']]
Predicted Ans:    Robert Towne
Predicted Path:   Tequila Sunrise --[written_by]--> Robert Towne --[(INV) written_by]--> The Last Detail --[written_by]--> Robert Towne
Path (Raw):       Tequila Sunrise --[written_by]--> Robert Towne --[(INV) written_by]--> The Last Detail --[written_by]--> Robert Towne
Neg LogProb(↓):   0.162954
Path Entropy(↓):  0.586967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed tin cup
Start Entity:     Tin Cup
Gold Answer:      [['Lena Olin', 'Trey Wilson', 'Kurt Russell', 'Paul Newman', 'Woody Harrelson', 'Antonio Banderas', 'Harrison Ford', 'Tim Robbins', 'Wesley Snipes', 'Kevin Costner', 'Susan Sarandon', 'Lolita Davidovich', 'Tom Sizemore', 'Josh Hartnett', 'Tommy Lee Jones', 'Bruce Greenwood']]
Predicted Ans:    Susan Sarandon
Predicted Path:   Tin Cup --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Bull Durham --[starred_actors]--> Susan Sarandon
Path (Raw):       Tin Cup --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Bull Durham --[starred_actors]--> Susan Sarandon
Neg LogProb(↓):   0.953332
Path Entropy(↓):  1.454145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the devil's rain
Start Entity:     The Devil's Rain
Gold Answer:      [['Mike Vogel', 'Erika Christensen', 'Christopher Masterson', 'James Howson', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   The Devil's Rain --[directed_by]--> Robert Fuest --[(INV) directed_by]--> Dr. Phibes Rises Again --[starred_actors]--> Vincent Price
Path (Raw):       The Devil's Rain --[directed_by]--> Robert Fuest --[(INV) directed_by]--> Dr. Phibes Rises Again --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.736799
Path Entropy(↓):  0.825925
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film directed by robert meyer burnett
Start Entity:     Robert Meyer Burnett
Gold Answer:      [['Free Enterprise']]
Predicted Ans:    Free Enterprise
Predicted Path:   Robert Meyer Burnett --[(INV) directed_by]--> Free Enterprise --[written_by]--> Mark A. Altman --[(INV) written_by]--> Free Enterprise
Path (Raw):       Robert Meyer Burnett --[(INV) directed_by]--> Free Enterprise --[written_by]--> Mark A. Altman --[(INV) written_by]--> Free Enterprise
Neg LogProb(↓):   0.021888
Path Entropy(↓):  0.104531
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by stuart hazeldine
Start Entity:     Stuart Hazeldine
Gold Answer:      [['Nathalie Cox', 'Adar Beck', 'Gemma Chan', 'John Lloyd Fillingham']]
Predicted Ans:    John Lloyd Fillingham
Predicted Path:   Stuart Hazeldine --[(INV) written_by]--> Exam --[starred_actors]--> John Lloyd Fillingham
Path (Raw):       Stuart Hazeldine --[No Operation]--> Stuart Hazeldine --[(INV) written_by]--> Exam --[starred_actors]--> John Lloyd Fillingham
Neg LogProb(↓):   0.003747
Path Entropy(↓):  0.025166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by doris davenport
Start Entity:     Doris Davenport
Gold Answer:      [['William Wyler']]
Predicted Ans:    William Wyler
Predicted Path:   Doris Davenport --[(INV) starred_actors]--> The Westerner --[directed_by]--> William Wyler
Path (Raw):       Doris Davenport --[No Operation]--> Doris Davenport --[(INV) starred_actors]--> The Westerner --[directed_by]--> William Wyler
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of cinderella man
Start Entity:     Cinderella Man
Gold Answer:      [['Richard Maibaum', 'Cyril Hume', 'David Saperstein', 'Akiva Goldsman', 'Gregory Widen', 'Ron Howard', 'Peter Morgan', 'Sylvia Nasar', 'Bob Dolman', 'Al Reinert', 'Thomas Eidson', 'Kim Wozencraft', 'George Lucas', 'Lowell Ganz', 'Babaloo Mandel', 'Jeffrey Kluger', 'Jim Lovell', 'Dan Brown']]
Predicted Ans:    Akiva Goldsman
Predicted Path:   Cinderella Man --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Path (Raw):       Cinderella Man --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Neg LogProb(↓):   1.038075
Path Entropy(↓):  1.260557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by eddie izzard
Start Entity:     Eddie Izzard
Gold Answer:      [['Peter Bogdanovich', 'Rob Walker', 'Stefan Ruzowitzky', 'John Hay']]
Predicted Ans:    John Hay
Predicted Path:   Eddie Izzard --[(INV) starred_actors]--> Lost Christmas --[directed_by]--> John Hay
Path (Raw):       Eddie Izzard --[No Operation]--> Eddie Izzard --[(INV) starred_actors]--> Lost Christmas --[directed_by]--> John Hay
Neg LogProb(↓):   0.447040
Path Entropy(↓):  0.840085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Eternal sunshine of the spotless mind, when was it released
Start Entity:     Eternal Sunshine of the Spotless Mind
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Eternal Sunshine of the Spotless Mind --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Eternal Sunshine of the Spotless Mind --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.091559
Path Entropy(↓):  4.458975
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of c. o. g. starred who
Start Entity:     C.O.G.
Gold Answer:      [['Marguerite Moreau', 'Jeanette Brox', "Kel O'Neill", 'Brian Geraghty']]
Predicted Ans:    Jeanette Brox
Predicted Path:   C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[starred_actors]--> Jeanette Brox
Path (Raw):       C.O.G. --[written_by]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[starred_actors]--> Jeanette Brox
Neg LogProb(↓):   0.515595
Path Entropy(↓):  0.975630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of mike's murder
Start Entity:     Mike's Murder
Gold Answer:      [['Timothy Bottoms', 'Phoebe Cates', 'Jack Lemmon', 'Michael J. Fox', 'Kiefer Sutherland', 'John Houseman', 'Lindsay Wagner', 'Scott Brady', 'Michael Douglas', 'Jane Fonda']]
Predicted Ans:    Debra Winger
Predicted Path:   Mike's Murder --[directed_by]--> James Bridges --[(INV) directed_by]--> Mike's Murder --[starred_actors]--> Debra Winger
Path (Raw):       Mike's Murder --[directed_by]--> James Bridges --[(INV) directed_by]--> Mike's Murder --[starred_actors]--> Debra Winger
Neg LogProb(↓):   0.144366
Path Entropy(↓):  0.537562
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What films does david naughton appear in
Start Entity:     David Naughton
Gold Answer:      [['Midnight Madness', 'An American Werewolf in London']]
Predicted Ans:    An American Werewolf in London
Predicted Path:   David Naughton --[(INV) starred_actors]--> An American Werewolf in London --[starred_actors]--> David Naughton --[(INV) starred_actors]--> An American Werewolf in London
Path (Raw):       David Naughton --[(INV) starred_actors]--> An American Werewolf in London --[starred_actors]--> David Naughton --[(INV) starred_actors]--> An American Werewolf in London
Neg LogProb(↓):   1.073631
Path Entropy(↓):  1.726410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by tomas alfredson were written by who
Start Entity:     Tomas Alfredson
Gold Answer:      [['John le Carré', 'John Ajvide Lindqvist', "Bridget O'Connor", 'Peter Straughan', 'Johan Rheborg', 'Robert Gustafsson', 'Jonas Inde', 'Henrik Schyffert']]
Predicted Ans:    Robert Gustafsson
Predicted Path:   Tomas Alfredson --[(INV) directed_by]--> Four Shades of Brown --[written_by]--> Robert Gustafsson
Path (Raw):       Tomas Alfredson --[No Operation]--> Tomas Alfredson --[(INV) directed_by]--> Four Shades of Brown --[written_by]--> Robert Gustafsson
Neg LogProb(↓):   0.050901
Path Entropy(↓):  0.262959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed near dark
Start Entity:     Near Dark
Gold Answer:      [['1995', '1934', '2000', '2008', '1989', '1991', '2012']]
Predicted Ans:    1987
Predicted Path:   Near Dark --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Path (Raw):       Near Dark --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[release_year]--> 1987
Neg LogProb(↓):   0.065830
Path Entropy(↓):  0.310317
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films written by oscar asche
Start Entity:     Oscar Asche
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Oscar Asche --[(INV) written_by]--> Chu Chin Chow --[has_genre]--> Comedy
Path (Raw):       Oscar Asche --[No Operation]--> Oscar Asche --[(INV) written_by]--> Chu Chin Chow --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Pierre coffin directed which films
Start Entity:     Pierre Coffin
Gold Answer:      [['Despicable Me', 'Despicable Me 2']]
Predicted Ans:    Despicable Me
Predicted Path:   Pierre Coffin --[(INV) directed_by]--> Despicable Me --[directed_by]--> Chris Renaud --[(INV) directed_by]--> Despicable Me
Path (Raw):       Pierre Coffin --[(INV) directed_by]--> Despicable Me --[directed_by]--> Chris Renaud --[(INV) directed_by]--> Despicable Me
Neg LogProb(↓):   0.168485
Path Entropy(↓):  0.586825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by agustin diaz yanes released
Start Entity:     Agustín Díaz Yanes
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Agustín Díaz Yanes --[(INV) written_by]--> Don't Tempt Me --[release_year]--> 2001
Path (Raw):       Agustín Díaz Yanes --[No Operation]--> Agustín Díaz Yanes --[(INV) written_by]--> Don't Tempt Me --[release_year]--> 2001
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by matthias glasner
Start Entity:     Matthias Glasner
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Matthias Glasner --[(INV) written_by]--> The Free Will --[has_genre]--> Drama
Path (Raw):       Matthias Glasner --[No Operation]--> Matthias Glasner --[(INV) written_by]--> The Free Will --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by michelangelo antonioni
Start Entity:     Michelangelo Antonioni
Gold Answer:      [['Steven Soderbergh', 'Federico Fellini', 'Wim Wenders']]
Predicted Ans:    Wim Wenders
Predicted Path:   Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Path (Raw):       Michelangelo Antonioni --[No Operation]--> Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds --[directed_by]--> Wim Wenders
Neg LogProb(↓):   0.516048
Path Entropy(↓):  1.285661
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the money pit also directed which movies
Start Entity:     The Money Pit
Gold Answer:      [['Racing with the Moon', 'Mermaids', 'The Shrink Is In', 'My Stepmother Is an Alien', 'The Pentagon Wars', 'Downtown', 'Milk Money', 'Made in America', 'Little Nikita', 'Marci X', 'City Heat', 'My Favorite Year']]
Predicted Ans:    Mermaids
Predicted Path:   The Money Pit --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids
Path (Raw):       The Money Pit --[directed_by]--> Richard Benjamin --[(INV) directed_by]--> Mermaids --[No Operation]--> Mermaids
Neg LogProb(↓):   0.186455
Path Entropy(↓):  0.790042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by stephen gevedon were directed by who
Start Entity:     Stephen Gevedon
Gold Answer:      [['Brad Anderson']]
Predicted Ans:    Brad Anderson
Predicted Path:   Stephen Gevedon --[(INV) written_by]--> Session 9 --[directed_by]--> Brad Anderson
Path (Raw):       Stephen Gevedon --[No Operation]--> Stephen Gevedon --[(INV) written_by]--> Session 9 --[directed_by]--> Brad Anderson
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of shaun of the dead
Start Entity:     Shaun of the Dead
Gold Answer:      [['Scott Pilgrim vs. the World', "The World's End", 'Hot Fuzz', 'A Fistful of Fingers']]
Predicted Ans:    Hot Fuzz
Predicted Path:   Shaun of the Dead --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz
Path (Raw):       Shaun of the Dead --[No Operation]--> Shaun of the Dead --[directed_by]--> Edgar Wright --[(INV) directed_by]--> Hot Fuzz
Neg LogProb(↓):   0.029200
Path Entropy(↓):  0.159469
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film the hustler
Start Entity:     The Hustler
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Hustler --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Hustler --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.356465
Path Entropy(↓):  4.716169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by may robson in
Start Entity:     May Robson
Gold Answer:      [['Drama', 'Musical', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   May Robson --[(INV) starred_actors]--> Wife vs. Secretary --[has_genre]--> Comedy
Path (Raw):       May Robson --[No Operation]--> May Robson --[(INV) starred_actors]--> Wife vs. Secretary --[has_genre]--> Comedy
Neg LogProb(↓):   0.003514
Path Entropy(↓):  0.023381
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote get to know your rabbit
Start Entity:     Get to Know Your Rabbit
Gold Answer:      [['Jordan Crittenden']]
Predicted Ans:    Jordan Crittenden
Predicted Path:   Get to Know Your Rabbit --[written_by]--> Jordan Crittenden --[(INV) written_by]--> Get to Know Your Rabbit --[written_by]--> Jordan Crittenden
Path (Raw):       Get to Know Your Rabbit --[written_by]--> Jordan Crittenden --[(INV) written_by]--> Get to Know Your Rabbit --[written_by]--> Jordan Crittenden
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000114
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie billy rose's jumbo released
Start Entity:     Billy Rose's Jumbo
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   Billy Rose's Jumbo --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Path (Raw):       Billy Rose's Jumbo --[release_year]--> 1962 --[(INV) release_year]--> Ring of Terror --[release_year]--> 1962
Neg LogProb(↓):   2.047031
Path Entropy(↓):  3.542198
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films riding the bullet are written by who
Start Entity:     Riding the Bullet
Gold Answer:      [['Mick Garris', 'Clive Barker', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Riding the Bullet --[directed_by]--> Mick Garris --[(INV) directed_by]--> Riding the Bullet --[written_by]--> Stephen King
Path (Raw):       Riding the Bullet --[directed_by]--> Mick Garris --[(INV) directed_by]--> Riding the Bullet --[written_by]--> Stephen King
Neg LogProb(↓):   0.495495
Path Entropy(↓):  0.720603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in diabolique
Start Entity:     Diabolique
Gold Answer:      [['Spanish', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Diabolique --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale --[in_language]--> Italian
Path (Raw):       Diabolique --[starred_actors]--> Chazz Palminteri --[(INV) starred_actors]--> A Bronx Tale --[in_language]--> Italian
Neg LogProb(↓):   0.436280
Path Entropy(↓):  0.689755
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of tapped
Start Entity:     Tapped
Gold Answer:      [['Fed Up']]
Predicted Ans:    Tapped
Predicted Path:   Tapped --[written_by]--> Jason Lindsey --[(INV) written_by]--> Tapped
Path (Raw):       Tapped --[No Operation]--> Tapped --[written_by]--> Jason Lindsey --[(INV) written_by]--> Tapped
Neg LogProb(↓):   0.185457
Path Entropy(↓):  0.454823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in gentleman's agreement
Start Entity:     Gentleman's Agreement
Gold Answer:      [['Gregory Peck', 'Celeste Holm']]
Predicted Ans:    Gregory Peck
Predicted Path:   Gentleman's Agreement --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Path (Raw):       Gentleman's Agreement --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.107106
Path Entropy(↓):  0.484089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the wrong man were released in which years
Start Entity:     The Wrong Man
Gold Answer:      [['1946', '1954', '1944', '2008', '1959', '1936', '1935', '1979', '1941', '1998', '1963', '1939', '2009', '1951', '1953', '1947', '2014', '1994', '1932', '1956', '1931', '1943', '1983', '1976', '1948', '1972', '1989', '1942', '1940', '1938', '1955', '1934', '1964', '1949', '1966', '1950', '1960', '1925', '1929', '1927', '1945', '1969', '1928', '1958', '1930']]
Predicted Ans:    1983
Predicted Path:   The Wrong Man --[directed_by]--> Jim McBride --[(INV) directed_by]--> Breathless --[release_year]--> 1983
Path (Raw):       The Wrong Man --[directed_by]--> Jim McBride --[(INV) directed_by]--> Breathless --[release_year]--> 1983
Neg LogProb(↓):   2.047398
Path Entropy(↓):  1.333202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed dead presidents
Start Entity:     Dead Presidents
Gold Answer:      [['Brian Tucker']]
Predicted Ans:    Michael Henry Brown
Predicted Path:   Dead Presidents --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[written_by]--> Michael Henry Brown
Path (Raw):       Dead Presidents --[directed_by]--> Allen Hughes --[(INV) directed_by]--> Dead Presidents --[written_by]--> Michael Henry Brown
Neg LogProb(↓):   0.278916
Path Entropy(↓):  0.622310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did noah bean star in
Start Entity:     Noah Bean
Gold Answer:      [['The Pill']]
Predicted Ans:    The Pill
Predicted Path:   Noah Bean --[(INV) starred_actors]--> The Pill --[starred_actors]--> Noah Bean --[(INV) starred_actors]--> The Pill
Path (Raw):       Noah Bean --[(INV) starred_actors]--> The Pill --[starred_actors]--> Noah Bean --[(INV) starred_actors]--> The Pill
Neg LogProb(↓):   0.018694
Path Entropy(↓):  0.092223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by tony mccoy released
Start Entity:     Tony McCoy
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Tony McCoy --[(INV) starred_actors]--> Bride of the Monster --[release_year]--> 1955
Path (Raw):       Tony McCoy --[No Operation]--> Tony McCoy --[(INV) starred_actors]--> Bride of the Monster --[release_year]--> 1955
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of darkness falls
Start Entity:     Darkness Falls
Gold Answer:      [['Alan Ritchson', 'Megan Fox', 'Will Arnett', 'Édgar Ramírez', 'Liam Neeson', 'Timothy Hutton', 'Sam Worthington', 'Nick Cannon', 'William Fichtner', 'Chloë Sevigny', 'Ralph Fiennes']]
Predicted Ans:    Will Arnett
Predicted Path:   Darkness Falls --[directed_by]--> Jonathan Liebesman --[(INV) directed_by]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Path (Raw):       Darkness Falls --[directed_by]--> Jonathan Liebesman --[(INV) directed_by]--> Teenage Mutant Ninja Turtles --[starred_actors]--> Will Arnett
Neg LogProb(↓):   0.427803
Path Entropy(↓):  1.067714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of the emperor waltz
Start Entity:     The Emperor Waltz
Gold Answer:      [['Buddy Buddy', 'Sabrina', 'Irma la Douce', 'The Apartment', 'The Private Life of Sherlock Holmes', 'One, Two, Three', 'The Lost Weekend', 'Kiss Me, Stupid', 'The Fortune Cookie', 'Witness for the Prosecution', 'The Front Page', 'Ace in the Hole', 'The Seven Year Itch', 'The Spirit of St. Louis', 'Some Like It Hot', 'Avanti!', 'The Major and the Minor', 'Five Graves to Cairo', 'Double Indemnity', 'Love in the Afternoon', 'A Foreign Affair', 'Stalag 17']]
Predicted Ans:    Sabrina
Predicted Path:   The Emperor Waltz --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina
Path (Raw):       The Emperor Waltz --[No Operation]--> The Emperor Waltz --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Sabrina
Neg LogProb(↓):   1.222336
Path Entropy(↓):  2.025307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was adam rapp a writer on
Start Entity:     Adam Rapp
Gold Answer:      [['Winter Passing']]
Predicted Ans:    Winter Passing
Predicted Path:   Adam Rapp --[(INV) written_by]--> Winter Passing --[written_by]--> Adam Rapp --[(INV) written_by]--> Winter Passing
Path (Raw):       Adam Rapp --[(INV) written_by]--> Winter Passing --[written_by]--> Adam Rapp --[(INV) written_by]--> Winter Passing
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in union station
Start Entity:     Union Station
Gold Answer:      [['French', 'Irish', 'Italian', 'German']]
Predicted Ans:    German
Predicted Path:   Union Station --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[in_language]--> German
Path (Raw):       Union Station --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[in_language]--> German
Neg LogProb(↓):   0.095333
Path Entropy(↓):  0.312865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film moonrise kingdom
Start Entity:     Moonrise Kingdom
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Moonrise Kingdom --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       Moonrise Kingdom --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.199593
Path Entropy(↓):  4.187028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of closer
Start Entity:     Closer
Gold Answer:      [['Mike Nichols']]
Predicted Ans:    Mike Nichols
Predicted Path:   Closer --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Catch-22 --[directed_by]--> Mike Nichols
Path (Raw):       Closer --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Catch-22 --[directed_by]--> Mike Nichols
Neg LogProb(↓):   0.871927
Path Entropy(↓):  1.336569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by michael frayn
Start Entity:     Michael Frayn
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Michael Frayn --[(INV) written_by]--> Clockwise --[release_year]--> 1986
Path (Raw):       Michael Frayn --[No Operation]--> Michael Frayn --[(INV) written_by]--> Clockwise --[release_year]--> 1986
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was eight crazy nights directed by
Start Entity:     Eight Crazy Nights
Gold Answer:      [['Seth Kearsley']]
Predicted Ans:    Seth Kearsley
Predicted Path:   Eight Crazy Nights --[directed_by]--> Seth Kearsley --[(INV) directed_by]--> Eight Crazy Nights --[directed_by]--> Seth Kearsley
Path (Raw):       Eight Crazy Nights --[directed_by]--> Seth Kearsley --[(INV) directed_by]--> Eight Crazy Nights --[directed_by]--> Seth Kearsley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the horse soldiers starred who
Start Entity:     The Horse Soldiers
Gold Answer:      [['William Holden', 'John Wayne', 'Constance Towers']]
Predicted Ans:    John Wayne
Predicted Path:   The Horse Soldiers --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Path (Raw):       The Horse Soldiers --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.932936
Path Entropy(↓):  1.778109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by emily young were released in which years
Start Entity:     Emily Young
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Emily Young --[(INV) directed_by]--> Veronika Decides to Die --[release_year]--> 2009
Path (Raw):       Emily Young --[No Operation]--> Emily Young --[(INV) directed_by]--> Veronika Decides to Die --[release_year]--> 2009
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with warm bodies fall under
Start Entity:     Warm Bodies
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Warm Bodies --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> Warm Bodies --[has_genre]--> Comedy
Path (Raw):       Warm Bodies --[starred_actors]--> Nicholas Hoult --[(INV) starred_actors]--> Warm Bodies --[has_genre]--> Comedy
Neg LogProb(↓):   0.578858
Path Entropy(↓):  0.860130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by william sellers were released in which years
Start Entity:     William Sellers
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   William Sellers --[(INV) written_by]--> The Gunfighter --[release_year]--> 1950
Path (Raw):       William Sellers --[No Operation]--> William Sellers --[(INV) written_by]--> The Gunfighter --[release_year]--> 1950
Neg LogProb(↓):   0.001579
Path Entropy(↓):  0.011755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with don paul
Start Entity:     Don Paul
Gold Answer:      [['Will Finn', 'David Silverman']]
Predicted Ans:    David Silverman
Predicted Path:   Don Paul --[(INV) directed_by]--> The Road to El Dorado --[directed_by]--> David Silverman
Path (Raw):       Don Paul --[No Operation]--> Don Paul --[(INV) directed_by]--> The Road to El Dorado --[directed_by]--> David Silverman
Neg LogProb(↓):   0.004719
Path Entropy(↓):  0.030976
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by alan simpson
Start Entity:     Alan Simpson
Gold Answer:      [['Cliff Owen']]
Predicted Ans:    Cliff Owen
Predicted Path:   Alan Simpson --[(INV) written_by]--> The Wrong Arm of the Law --[directed_by]--> Cliff Owen
Path (Raw):       Alan Simpson --[No Operation]--> Alan Simpson --[(INV) written_by]--> The Wrong Arm of the Law --[directed_by]--> Cliff Owen
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000045
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by edward levy were released in which years
Start Entity:     Edward Levy
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Edward Levy --[(INV) written_by]--> The Beast Within --[release_year]--> 1982
Path (Raw):       Edward Levy --[No Operation]--> Edward Levy --[(INV) written_by]--> The Beast Within --[release_year]--> 1982
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by max frisch
Start Entity:     Max Frisch
Gold Answer:      [['Volker Schlöndorff']]
Predicted Ans:    Volker Schlöndorff
Predicted Path:   Max Frisch --[(INV) written_by]--> Voyager --[directed_by]--> Volker Schlöndorff
Path (Raw):       Max Frisch --[No Operation]--> Max Frisch --[(INV) written_by]--> Voyager --[directed_by]--> Volker Schlöndorff
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by rebecca pidgeon
Start Entity:     Rebecca Pidgeon
Gold Answer:      [['Anthony Asquith', 'Stuart Gordon', 'David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Rebecca Pidgeon --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Path (Raw):       Rebecca Pidgeon --[No Operation]--> Rebecca Pidgeon --[(INV) starred_actors]--> The Winslow Boy --[directed_by]--> David Mamet
Neg LogProb(↓):   0.002600
Path Entropy(↓):  0.018259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film little children were released in which years
Start Entity:     Little Children
Gold Answer:      [['2008', '2003', '2006', '1985', '1979', '1984', '1977', '1998', '2009', '2010', '2004', '1953', '2014', '1994', '1983', '1995', '2001', '1990', '2002', '2012', '2011', '2013', '1988', '1978', '2000', '1949', '1997', '1950', '2005', '1991', '1986']]
Predicted Ans:    2009
Predicted Path:   Little Children --[starred_actors]--> Jackie Earle Haley --[(INV) starred_actors]--> Watchmen --[release_year]--> 2009
Path (Raw):       Little Children --[starred_actors]--> Jackie Earle Haley --[(INV) starred_actors]--> Watchmen --[release_year]--> 2009
Neg LogProb(↓):   0.650393
Path Entropy(↓):  1.457796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the new land, when was it released
Start Entity:     The New Land
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   The New Land --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Path (Raw):       The New Land --[release_year]--> 1972 --[(INV) release_year]--> Pulp --[release_year]--> 1972
Neg LogProb(↓):   1.464882
Path Entropy(↓):  3.016005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by larry beinhart
Start Entity:     Larry Beinhart
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Larry Beinhart --[(INV) written_by]--> Wag the Dog --[has_genre]--> Comedy
Path (Raw):       Larry Beinhart --[No Operation]--> Larry Beinhart --[(INV) written_by]--> Wag the Dog --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of ronin
Start Entity:     Ronin
Gold Answer:      [['Prophecy', 'All Fall Down', 'The Fixer', 'Year of the Gun', 'The Holcroft Covenant', 'Grand Prix', 'The Manchurian Candidate', 'Dead Bang', 'Seven Days in May', 'The Challenge', 'The Young Savages', 'Birdman of Alcatraz', '52 Pick-Up', 'The Fourth War', 'The Island of Dr. Moreau', 'Path to War', 'The Gypsy Moths', 'Reindeer Games', 'The Iceman Cometh', 'The Train', 'Black Sunday', 'I Walk the Line', 'French Connection II', '99 and 44/100% Dead', 'Seconds']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   Ronin --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau
Path (Raw):       Ronin --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Island of Dr. Moreau --[No Operation]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.414208
Path Entropy(↓):  1.170808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film thunderbolt
Start Entity:     Thunderbolt
Gold Answer:      [['Gordon Chan']]
Predicted Ans:    Gordon Chan
Predicted Path:   Thunderbolt --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[written_by]--> Gordon Chan
Path (Raw):       Thunderbolt --[directed_by]--> Gordon Chan --[(INV) directed_by]--> Thunderbolt --[written_by]--> Gordon Chan
Neg LogProb(↓):   0.005951
Path Entropy(↓):  0.041501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of tall story
Start Entity:     Tall Story
Gold Answer:      [['South Pacific', 'Paint Your Wagon', 'Fanny', 'Sayonara', 'Mister Roberts', 'Camelot', 'Bus Stop', 'Picnic']]
Predicted Ans:    Picnic
Predicted Path:   Tall Story --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic
Path (Raw):       Tall Story --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Picnic --[No Operation]--> Picnic
Neg LogProb(↓):   0.713947
Path Entropy(↓):  1.432683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of robert lord written movies
Start Entity:     Robert Lord
Gold Answer:      [['2006', '1932', '1935', '1937', '1931']]
Predicted Ans:    1931
Predicted Path:   Robert Lord --[(INV) written_by]--> Five Star Final --[release_year]--> 1931
Path (Raw):       Robert Lord --[No Operation]--> Robert Lord --[(INV) written_by]--> Five Star Final --[release_year]--> 1931
Neg LogProb(↓):   0.716492
Path Entropy(↓):  1.215150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the precious director release
Start Entity:     Precious
Gold Answer:      [['2012', '2005']]
Predicted Ans:    2012
Predicted Path:   Precious --[directed_by]--> Lee Daniels --[(INV) directed_by]--> The Paperboy --[release_year]--> 2012
Path (Raw):       Precious --[directed_by]--> Lee Daniels --[(INV) directed_by]--> The Paperboy --[release_year]--> 2012
Neg LogProb(↓):   0.254941
Path Entropy(↓):  0.627453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is the one and only
Start Entity:     The One and Only
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The One and Only --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The One and Only --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.377967
Path Entropy(↓):  4.422093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by niki caro
Start Entity:     Niki Caro
Gold Answer:      [['Witi Ihimaera', 'Michael Seitzman', 'Clara Bingham', 'Laura Leedy']]
Predicted Ans:    Laura Leedy
Predicted Path:   Niki Caro --[(INV) directed_by]--> North Country --[written_by]--> Laura Leedy
Path (Raw):       Niki Caro --[No Operation]--> Niki Caro --[(INV) directed_by]--> North Country --[written_by]--> Laura Leedy
Neg LogProb(↓):   0.445202
Path Entropy(↓):  0.761783
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie psycho were in which languages
Start Entity:     Psycho
Gold Answer:      [['French', 'English', 'Finnish', 'Russian', 'German']]
Predicted Ans:    Finnish
Predicted Path:   Psycho --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Path (Raw):       Psycho --[directed_by]--> Gus Van Sant --[(INV) directed_by]--> Restless --[in_language]--> Finnish
Neg LogProb(↓):   0.075329
Path Entropy(↓):  0.268873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by paul harris boardman fall under
Start Entity:     Paul Harris Boardman
Gold Answer:      [['Drama', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Paul Harris Boardman --[(INV) written_by]--> Devil's Knot --[has_genre]--> Drama
Path (Raw):       Paul Harris Boardman --[No Operation]--> Paul Harris Boardman --[(INV) written_by]--> Devil's Knot --[has_genre]--> Drama
Neg LogProb(↓):   0.022843
Path Entropy(↓):  0.108086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by letter from an unknown woman actors
Start Entity:     Letter from an Unknown Woman
Gold Answer:      [['Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Letter from an Unknown Woman --[starred_actors]--> Louis Jourdan --[(INV) starred_actors]--> Gigi --[has_genre]--> Comedy
Path (Raw):       Letter from an Unknown Woman --[starred_actors]--> Louis Jourdan --[(INV) starred_actors]--> Gigi --[has_genre]--> Comedy
Neg LogProb(↓):   1.110014
Path Entropy(↓):  1.715055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed wonder bar
Start Entity:     Wonder Bar
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Wonder Bar --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Wonder Bar --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.567178
Path Entropy(↓):  0.832152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie destry rides again
Start Entity:     Destry Rides Again
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1936', '1935', '1941', '1984', '2007', '1968', '1963', '1939', '1957', '1951', '1982', '1953', '1947', '2014', '1932', '1956', '1931', '1976', '1948', '1971', '1942', '1940', '1938', '1996', '1961', '1955', '1962', '1934', '1949', '1966', '1950', '1965', '1937', '1952', '1958', '1930']]
Predicted Ans:    1957
Predicted Path:   Destry Rides Again --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Path (Raw):       Destry Rides Again --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Witness for the Prosecution --[release_year]--> 1957
Neg LogProb(↓):   1.063800
Path Entropy(↓):  2.083769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ginger rogers were in which genres
Start Entity:     Ginger Rogers
Gold Answer:      [['Romance', 'Biography', 'Musical', 'Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[has_genre]--> Comedy
Path (Raw):       Ginger Rogers --[No Operation]--> Ginger Rogers --[(INV) starred_actors]--> Follow the Fleet --[has_genre]--> Comedy
Neg LogProb(↓):   0.339341
Path Entropy(↓):  0.888647
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with that uncertain feeling fall under
Start Entity:     That Uncertain Feeling
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   That Uncertain Feeling --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> A Woman's Face --[has_genre]--> Drama
Path (Raw):       That Uncertain Feeling --[starred_actors]--> Melvyn Douglas --[(INV) starred_actors]--> A Woman's Face --[has_genre]--> Drama
Neg LogProb(↓):   0.911386
Path Entropy(↓):  1.519483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie pale cocoon were released in which years
Start Entity:     Pale Cocoon
Gold Answer:      [['2013', '2010']]
Predicted Ans:    2013
Predicted Path:   Pale Cocoon --[written_by]--> Yasuhiro Yoshiura --[(INV) written_by]--> Patema Inverted --[release_year]--> 2013
Path (Raw):       Pale Cocoon --[written_by]--> Yasuhiro Yoshiura --[(INV) written_by]--> Patema Inverted --[release_year]--> 2013
Neg LogProb(↓):   0.002926
Path Entropy(↓):  0.021677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie hope springs were in which genres
Start Entity:     Hope Springs
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Western', 'Biography', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Hope Springs --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Path (Raw):       Hope Springs --[starred_actors]--> Meryl Streep --[(INV) starred_actors]--> Sophie's Choice --[has_genre]--> Drama
Neg LogProb(↓):   1.433621
Path Entropy(↓):  3.035569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the moth diaries
Start Entity:     The Moth Diaries
Gold Answer:      [['1996', '2000', '2005']]
Predicted Ans:    1996
Predicted Path:   The Moth Diaries --[directed_by]--> Mary Harron --[(INV) directed_by]--> I Shot Andy Warhol --[release_year]--> 1996
Path (Raw):       The Moth Diaries --[directed_by]--> Mary Harron --[(INV) directed_by]--> I Shot Andy Warhol --[release_year]--> 1996
Neg LogProb(↓):   0.421556
Path Entropy(↓):  0.848549
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the hunt about
Start Entity:     The Hunt
Gold Answer:      [['thomas vinterberg', 'danish', 'drama', 'mads mikkelsen', 'kindergarten']]
Predicted Ans:    thomas vinterberg
Predicted Path:   The Hunt --[has_tags]--> thomas vinterberg --[(INV) has_tags]--> The Hunt --[has_tags]--> thomas vinterberg
Path (Raw):       The Hunt --[has_tags]--> thomas vinterberg --[(INV) has_tags]--> The Hunt --[has_tags]--> thomas vinterberg
Neg LogProb(↓):   0.000434
Path Entropy(↓):  0.004058
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by judi barrett
Start Entity:     Judi Barrett
Gold Answer:      [['Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Judi Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Path (Raw):       Judi Barrett --[No Operation]--> Judi Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs --[has_genre]--> Comedy
Neg LogProb(↓):   0.000931
Path Entropy(↓):  0.007425
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of fragile starred who
Start Entity:     Fragile
Gold Answer:      [['Iain Glen', 'Lena Olin', 'Giancarlo Giannini', 'Anna Paquin']]
Predicted Ans:    Giancarlo Giannini
Predicted Path:   Fragile --[directed_by]--> Jaume Balagueró --[(INV) directed_by]--> Darkness --[starred_actors]--> Giancarlo Giannini
Path (Raw):       Fragile --[directed_by]--> Jaume Balagueró --[(INV) directed_by]--> Darkness --[starred_actors]--> Giancarlo Giannini
Neg LogProb(↓):   0.023527
Path Entropy(↓):  0.146657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the neon bible
Start Entity:     The Neon Bible
Gold Answer:      [['1988', '2000', '2008', '1992', '2011']]
Predicted Ans:    2011
Predicted Path:   The Neon Bible --[written_by]--> Terence Davies --[(INV) written_by]--> The Deep Blue Sea --[release_year]--> 2011
Path (Raw):       The Neon Bible --[written_by]--> Terence Davies --[(INV) written_by]--> The Deep Blue Sea --[release_year]--> 2011
Neg LogProb(↓):   0.320480
Path Entropy(↓):  0.860964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of mark twain is also the director of which movies
Start Entity:     Mark Twain
Gold Answer:      [['The Statue of Liberty', 'Brooklyn Bridge', 'The Central Park Five', 'The Congress']]
Predicted Ans:    Brooklyn Bridge
Predicted Path:   Mark Twain --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge
Path (Raw):       Mark Twain --[directed_by]--> Ken Burns --[(INV) directed_by]--> Brooklyn Bridge --[No Operation]--> Brooklyn Bridge
Neg LogProb(↓):   0.078830
Path Entropy(↓):  0.301476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film summer and smoke
Start Entity:     Summer and Smoke
Gold Answer:      [['Robert Stone', 'John Schlesinger', "John O'Hara", 'Albert Maltz', 'Frederic Raphael', 'David Benedictus', 'Richard Condon', 'Neil Paterson', 'Tad Mosel', 'Ursula Curtiss', 'Johan Kling', 'Theodore Apstein', 'Stirling Silliphant', 'Tennessee Williams', 'George Axelrod', 'Francis Ford Coppola', 'Leslie Bohem', 'John Fante', 'Lillian Hellman', 'Terrence McNally', 'John Lee Hancock', 'Nelson Algren', 'Raymond Chandler', 'Margery Sharp', 'Richard Brooks', 'Horton Foote', 'Vincent Patrick', 'Jerome Robbins', 'Arthur Laurents', 'Stephen Gaghan', 'John Braine']]
Predicted Ans:    Richard Brooks
Predicted Path:   Summer and Smoke --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Sweet Bird of Youth --[written_by]--> Richard Brooks
Path (Raw):       Summer and Smoke --[starred_actors]--> Geraldine Page --[(INV) starred_actors]--> Sweet Bird of Youth --[written_by]--> Richard Brooks
Neg LogProb(↓):   0.640249
Path Entropy(↓):  1.208065
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of mark lester starred movies
Start Entity:     Mark Lester
Gold Answer:      [['Caroline Thompson', 'James Hill', 'Anna Sewell']]
Predicted Ans:    Anna Sewell
Predicted Path:   Mark Lester --[(INV) starred_actors]--> Black Beauty --[written_by]--> Anna Sewell
Path (Raw):       Mark Lester --[No Operation]--> Mark Lester --[(INV) starred_actors]--> Black Beauty --[written_by]--> Anna Sewell
Neg LogProb(↓):   0.699688
Path Entropy(↓):  0.732433
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with wisegirls fall under
Start Entity:     WiseGirls
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Sport
Predicted Path:   WiseGirls --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Rudy --[has_genre]--> Sport
Path (Raw):       WiseGirls --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Rudy --[has_genre]--> Sport
Neg LogProb(↓):   0.038661
Path Entropy(↓):  0.191465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by mamie gummer were released in which years
Start Entity:     Mamie Gummer
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Mamie Gummer --[(INV) starred_actors]--> The Ward --[release_year]--> 2010
Path (Raw):       Mamie Gummer --[No Operation]--> Mamie Gummer --[(INV) starred_actors]--> The Ward --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by last exit actors release
Start Entity:     Last Exit
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Last Exit --[starred_actors]--> Gry Bay --[(INV) starred_actors]--> All About Anna --[release_year]--> 2005
Path (Raw):       Last Exit --[starred_actors]--> Gry Bay --[(INV) starred_actors]--> All About Anna --[release_year]--> 2005
Neg LogProb(↓):   0.008145
Path Entropy(↓):  0.047134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter david schneiderman
Start Entity:     David Schneiderman
Gold Answer:      [['Mandy Moore']]
Predicted Ans:    Mandy Moore
Predicted Path:   David Schneiderman --[(INV) written_by]--> Chasing Liberty --[starred_actors]--> Mandy Moore
Path (Raw):       David Schneiderman --[No Operation]--> David Schneiderman --[(INV) written_by]--> Chasing Liberty --[starred_actors]--> Mandy Moore
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of up the river
Start Entity:     Up the River
Gold Answer:      [['Family', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Up the River --[directed_by]--> John Ford --[(INV) directed_by]--> Four Men and a Prayer --[has_genre]--> Adventure
Path (Raw):       Up the River --[directed_by]--> John Ford --[(INV) directed_by]--> Four Men and a Prayer --[has_genre]--> Adventure
Neg LogProb(↓):   1.644168
Path Entropy(↓):  2.440435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by panic in the streets actors release
Start Entity:     Panic in the Streets
Gold Answer:      [['1980', '1954', '1992', '1959', '1967', '1977', '1968', '1957', '1951', '2004', '1953', '1947', '1994', '1956', '1995', '1976', '1948', '1972', '1989', '1996', '1961', '1955', '1978', '1964', '1949', '1966', '1950', '1960', '1965', '1987', '1969', '1952']]
Predicted Ans:    1960
Predicted Path:   Panic in the Streets --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> The Alamo --[release_year]--> 1960
Path (Raw):       Panic in the Streets --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> The Alamo --[release_year]--> 1960
Neg LogProb(↓):   1.483086
Path Entropy(↓):  2.813878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by martin guigui released
Start Entity:     Martin Guigui
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Martin Guigui --[(INV) written_by]--> Cattle Call --[release_year]--> 2006
Path (Raw):       Martin Guigui --[No Operation]--> Martin Guigui --[(INV) written_by]--> Cattle Call --[release_year]--> 2006
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film anonymous were released in which years
Start Entity:     Anonymous
Gold Answer:      [['1998', '2000', '2009', '1954', '2008', '1990', '1992', '2004', '1996', '1985', '1994', '2014', '2013']]
Predicted Ans:    2004
Predicted Path:   Anonymous --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> The Day After Tomorrow --[release_year]--> 2004
Path (Raw):       Anonymous --[directed_by]--> Roland Emmerich --[(INV) directed_by]--> The Day After Tomorrow --[release_year]--> 2004
Neg LogProb(↓):   0.822470
Path Entropy(↓):  1.341976
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by richard garland
Start Entity:     Richard Garland
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Richard Garland --[(INV) starred_actors]--> The Undead --[has_genre]--> Horror
Path (Raw):       Richard Garland --[No Operation]--> Richard Garland --[(INV) starred_actors]--> The Undead --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is a face in the crowd about
Start Entity:     A Face in the Crowd
Gold Answer:      [['national film registry', 'bd-r', 'elia kazan']]
Predicted Ans:    bd-r
Predicted Path:   A Face in the Crowd --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       A Face in the Crowd --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.856111
Path Entropy(↓):  1.202604
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by george melford
Start Entity:     George Melford
Gold Answer:      [['Edith Maude Hull', 'Monte M. Katterjohn']]
Predicted Ans:    Edith Maude Hull
Predicted Path:   George Melford --[(INV) directed_by]--> The Sheik --[written_by]--> Edith Maude Hull
Path (Raw):       George Melford --[No Operation]--> George Melford --[(INV) directed_by]--> The Sheik --[written_by]--> Edith Maude Hull
Neg LogProb(↓):   0.001453
Path Entropy(↓):  0.010941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with much ado about nothing
Start Entity:     Much Ado About Nothing
Gold Answer:      [["Prospero's Books", 'The Tempest', 'O', 'Men of Respect', 'Romeo and Juliet', 'Macbeth', 'As You Like It', 'The Magic Flute', 'The Banquet', 'Toy Story', 'Othello', 'Haider', 'Buffy the Vampire Slayer', 'The Avengers', 'Hamlet', 'Tempest', 'Julius Caesar', "A Midsummer Night's Dream", 'Henry V', 'The Cabin in the Woods', 'Chimes at Midnight', 'In Your Eyes', 'Coriolanus', 'King of Texas', 'Serenity', 'Looking for Richard', "Love's Labour's Lost", 'Private Romeo', 'Romeo + Juliet', 'King Lear', 'The Taming of the Shrew', 'Richard III']]
Predicted Ans:    Hamlet
Predicted Path:   Much Ado About Nothing --[written_by]--> Kenneth Branagh --[(INV) written_by]--> Hamlet
Path (Raw):       Much Ado About Nothing --[written_by]--> Kenneth Branagh --[(INV) written_by]--> Hamlet --[No Operation]--> Hamlet
Neg LogProb(↓):   2.639339
Path Entropy(↓):  2.177597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of john derek directed movies
Start Entity:     John Derek
Gold Answer:      [['Edgar Rice Burroughs', 'Tom Rowe', 'Gary Goddard']]
Predicted Ans:    Willard Motley
Predicted Path:   John Derek --[(INV) starred_actors]--> Knock on Any Door --[written_by]--> Willard Motley
Path (Raw):       John Derek --[No Operation]--> John Derek --[(INV) starred_actors]--> Knock on Any Door --[written_by]--> Willard Motley
Neg LogProb(↓):   0.262771
Path Entropy(↓):  0.598719
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Describe the movie the lost patrol in a few words
Start Entity:     The Lost Patrol
Gold Answer:      [['john ford']]
Predicted Ans:    john ford
Predicted Path:   The Lost Patrol --[has_tags]--> john ford --[(INV) has_tags]--> The Informer --[has_tags]--> john ford
Path (Raw):       The Lost Patrol --[has_tags]--> john ford --[(INV) has_tags]--> The Informer --[has_tags]--> john ford
Neg LogProb(↓):   0.143677
Path Entropy(↓):  0.554867
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter aaron lipstadt co - wrote films with who
Start Entity:     Aaron Lipstadt
Gold Answer:      [['James Reigle']]
Predicted Ans:    Aaron Lipstadt
Predicted Path:   Aaron Lipstadt --[(INV) written_by]--> City Limits --[written_by]--> Aaron Lipstadt
Path (Raw):       Aaron Lipstadt --[No Operation]--> Aaron Lipstadt --[(INV) written_by]--> City Limits --[written_by]--> Aaron Lipstadt
Neg LogProb(↓):   0.032320
Path Entropy(↓):  0.141405
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who co - wrote films with patton oswalt
Start Entity:     Patton Oswalt
Gold Answer:      [['Zach Galifianakis', 'Brian Posehn', 'Maria Bamford']]
Predicted Ans:    Zach Galifianakis
Predicted Path:   Patton Oswalt --[(INV) written_by]--> The Comedians of Comedy --[written_by]--> Zach Galifianakis
Path (Raw):       Patton Oswalt --[No Operation]--> Patton Oswalt --[(INV) written_by]--> The Comedians of Comedy --[written_by]--> Zach Galifianakis
Neg LogProb(↓):   0.504204
Path Entropy(↓):  0.818183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of teeth
Start Entity:     Teeth
Gold Answer:      [['Mitchell Lichtenstein']]
Predicted Ans:    Mitchell Lichtenstein
Predicted Path:   Teeth --[written_by]--> Mitchell Lichtenstein --[(INV) written_by]--> Happy Tears --[directed_by]--> Mitchell Lichtenstein
Path (Raw):       Teeth --[written_by]--> Mitchell Lichtenstein --[(INV) written_by]--> Happy Tears --[directed_by]--> Mitchell Lichtenstein
Neg LogProb(↓):   0.014855
Path Entropy(↓):  0.077470
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the black watch
Start Entity:     The Black Watch
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'War', 'Crime', 'Comedy', 'Adventure', 'Mystery', 'Romance']]
Predicted Ans:    Adventure
Predicted Path:   The Black Watch --[starred_actors]--> David Torrence --[(INV) starred_actors]--> The Black Watch --[has_genre]--> Adventure
Path (Raw):       The Black Watch --[starred_actors]--> David Torrence --[(INV) starred_actors]--> The Black Watch --[has_genre]--> Adventure
Neg LogProb(↓):   0.788379
Path Entropy(↓):  0.726323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the perfect circle was written by who
Start Entity:     The Perfect Circle
Gold Answer:      [['Abdulah Sidran']]
Predicted Ans:    Abdulah Sidran
Predicted Path:   The Perfect Circle --[written_by]--> Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business --[written_by]--> Abdulah Sidran
Path (Raw):       The Perfect Circle --[written_by]--> Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business --[written_by]--> Abdulah Sidran
Neg LogProb(↓):   0.106978
Path Entropy(↓):  0.328268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by laura kirk were directed by who
Start Entity:     Laura Kirk
Gold Answer:      [['Griffin Dunne']]
Predicted Ans:    Griffin Dunne
Predicted Path:   Laura Kirk --[(INV) written_by]--> Lisa Picard Is Famous --[directed_by]--> Griffin Dunne
Path (Raw):       Laura Kirk --[No Operation]--> Laura Kirk --[(INV) written_by]--> Lisa Picard Is Famous --[directed_by]--> Griffin Dunne
Neg LogProb(↓):   0.021993
Path Entropy(↓):  0.104785
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by josh charles were in which genres
Start Entity:     Josh Charles
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Josh Charles --[(INV) starred_actors]--> Threesome --[has_genre]--> Comedy
Path (Raw):       Josh Charles --[No Operation]--> Josh Charles --[(INV) starred_actors]--> Threesome --[has_genre]--> Comedy
Neg LogProb(↓):   0.389475
Path Entropy(↓):  0.762892
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie dr. jekyll and mr. hyde
Start Entity:     Dr. Jekyll and Mr. Hyde
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Dr. Jekyll and Mr. Hyde --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Dr. Jekyll and Mr. Hyde --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   4.241012
Path Entropy(↓):  5.479885
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the baby - sitters club fall under
Start Entity:     The Baby-Sitters Club
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Baby-Sitters Club --[directed_by]--> Melanie Mayron --[(INV) directed_by]--> Mean Girls 2 --[has_genre]--> Comedy
Path (Raw):       The Baby-Sitters Club --[directed_by]--> Melanie Mayron --[(INV) directed_by]--> Mean Girls 2 --[has_genre]--> Comedy
Neg LogProb(↓):   0.093922
Path Entropy(↓):  0.332380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in merrill's marauders
Start Entity:     Merrill's Marauders
Gold Answer:      [['Jeff Chandler']]
Predicted Ans:    Jeff Chandler
Predicted Path:   Merrill's Marauders --[starred_actors]--> Jeff Chandler --[(INV) starred_actors]--> Merrill's Marauders --[starred_actors]--> Jeff Chandler
Path (Raw):       Merrill's Marauders --[starred_actors]--> Jeff Chandler --[(INV) starred_actors]--> Merrill's Marauders --[starred_actors]--> Jeff Chandler
Neg LogProb(↓):   0.841025
Path Entropy(↓):  0.808092
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie heaven's gate
Start Entity:     Heaven's Gate
Gold Answer:      [['1980', '1954', '2008', '2003', '1992', '2006', '1985', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1947', '2014', '1994', '1983', '1976', '1995', '1948', '1971', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1975', '1950', '2005', '1991', '1965', '1999', '1987', '1986', '1937']]
Predicted Ans:    2008
Predicted Path:   Heaven's Gate --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[release_year]--> 2008
Path (Raw):       Heaven's Gate --[starred_actors]--> John Hurt --[(INV) starred_actors]--> The Oxford Murders --[release_year]--> 2008
Neg LogProb(↓):   1.324540
Path Entropy(↓):  2.888769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by queen of the damned actors
Start Entity:     Queen of the Damned
Gold Answer:      [['Daniel Taplitz', 'Greg Iles']]
Predicted Ans:    Andrzej Bartkowiak
Predicted Path:   Queen of the Damned --[starred_actors]--> Aaliyah --[(INV) starred_actors]--> Romeo Must Die --[directed_by]--> Andrzej Bartkowiak
Path (Raw):       Queen of the Damned --[starred_actors]--> Aaliyah --[(INV) starred_actors]--> Romeo Must Die --[directed_by]--> Andrzej Bartkowiak
Neg LogProb(↓):   0.225053
Path Entropy(↓):  0.656108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the genre of the movie another 48 hrs.
Start Entity:     Another 48 Hrs.
Gold Answer:      [['Crime', 'Comedy', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Another 48 Hrs. --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Path (Raw):       Another 48 Hrs. --[has_genre]--> Crime --[(INV) has_genre]--> Five Minutes to Live --[has_genre]--> Crime
Neg LogProb(↓):   3.198859
Path Entropy(↓):  2.149236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by great
Start Entity:     great
Gold Answer:      [["Schindler's List", "Miller's Crossing"]]
Predicted Ans:    Schindler's List
Predicted Path:   great --[(INV) has_tags]--> Schindler's List --[has_tags]--> great --[(INV) has_tags]--> Schindler's List
Path (Raw):       great --[(INV) has_tags]--> Schindler's List --[has_tags]--> great --[(INV) has_tags]--> Schindler's List
Neg LogProb(↓):   0.000217
Path Entropy(↓):  0.002168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film camp nowhere
Start Entity:     Camp Nowhere
Gold Answer:      [['2005', '1999', '1981']]
Predicted Ans:    1999
Predicted Path:   Camp Nowhere --[starred_actors]--> Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[release_year]--> 1999
Path (Raw):       Camp Nowhere --[starred_actors]--> Jonathan Jackson --[(INV) starred_actors]--> The Deep End of the Ocean --[release_year]--> 1999
Neg LogProb(↓):   0.013839
Path Entropy(↓):  0.080702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the scout fall under
Start Entity:     The Scout
Gold Answer:      [['Romance', 'Music', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Scout --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Path (Raw):       The Scout --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Neg LogProb(↓):   0.796785
Path Entropy(↓):  1.555315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie the merchant of four seasons
Start Entity:     The Merchant of Four Seasons
Gold Answer:      [['1976', '1970', '2000', '1975', '1971', '1972', '1982', '1973', '1961', '1979', '1981', '1969', '1974']]
Predicted Ans:    1981
Predicted Path:   The Merchant of Four Seasons --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lili Marleen --[release_year]--> 1981
Path (Raw):       The Merchant of Four Seasons --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Lili Marleen --[release_year]--> 1981
Neg LogProb(↓):   1.434243
Path Entropy(↓):  2.135662
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor harold gould appeared in the same movie with who
Start Entity:     Harold Gould
Gold Answer:      [['Dana Carvey', 'James Brolin', 'Jennifer Esposito']]
Predicted Ans:    James Brolin
Predicted Path:   Harold Gould --[(INV) starred_actors]--> The Master of Disguise --[starred_actors]--> James Brolin
Path (Raw):       Harold Gould --[No Operation]--> Harold Gould --[(INV) starred_actors]--> The Master of Disguise --[starred_actors]--> James Brolin
Neg LogProb(↓):   0.520573
Path Entropy(↓):  0.954893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by fernando eimbcke release
Start Entity:     Fernando Eimbcke
Gold Answer:      [['2008', '2013']]
Predicted Ans:    2013
Predicted Path:   Fernando Eimbcke --[(INV) written_by]--> Club Sandwich --[release_year]--> 2013
Path (Raw):       Fernando Eimbcke --[No Operation]--> Fernando Eimbcke --[(INV) written_by]--> Club Sandwich --[release_year]--> 2013
Neg LogProb(↓):   0.357028
Path Entropy(↓):  0.611076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe bernie
Start Entity:     Bernie
Gold Answer:      [['albert dupontel']]
Predicted Ans:    albert dupontel
Predicted Path:   Bernie --[has_tags]--> albert dupontel --[(INV) has_tags]--> Bernie --[has_tags]--> albert dupontel
Path (Raw):       Bernie --[has_tags]--> albert dupontel --[(INV) has_tags]--> Bernie --[has_tags]--> albert dupontel
Neg LogProb(↓):   0.851278
Path Entropy(↓):  1.330761
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the little thief is also the director of which movies
Start Entity:     The Little Thief
Gold Answer:      [['Little Lili', 'Alias Betty', 'Deadly Circuit', 'A Secret']]
Predicted Ans:    The Little Thief
Predicted Path:   The Little Thief --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief
Path (Raw):       The Little Thief --[directed_by]--> Claude Miller --[(INV) directed_by]--> The Little Thief --[No Operation]--> The Little Thief
Neg LogProb(↓):   0.778974
Path Entropy(↓):  1.269857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the films written by george langelaan in
Start Entity:     George Langelaan
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   George Langelaan --[(INV) written_by]--> The Fly --[has_genre]--> Horror
Path (Raw):       George Langelaan --[No Operation]--> George Langelaan --[(INV) written_by]--> The Fly --[has_genre]--> Horror
Neg LogProb(↓):   1.386294
Path Entropy(↓):  1.386294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was otokichi mikami the writer of
Start Entity:     Otokichi Mikami
Gold Answer:      [["An Actor's Revenge"]]
Predicted Ans:    Fires on the Plain
Predicted Path:   Otokichi Mikami --[(INV) written_by]--> An Actor's Revenge --[written_by]--> Natto Wada --[(INV) written_by]--> Fires on the Plain
Path (Raw):       Otokichi Mikami --[(INV) written_by]--> An Actor's Revenge --[written_by]--> Natto Wada --[(INV) written_by]--> Fires on the Plain
Neg LogProb(↓):   0.018594
Path Entropy(↓):  0.103440
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie cattle call were released in which years
Start Entity:     Cattle Call
Gold Answer:      [['1999', '1993']]
Predicted Ans:    1999
Predicted Path:   Cattle Call --[starred_actors]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie --[release_year]--> 1999
Path (Raw):       Cattle Call --[starred_actors]--> Thomas Ian Nicholas --[(INV) starred_actors]--> American Pie --[release_year]--> 1999
Neg LogProb(↓):   0.166605
Path Entropy(↓):  0.503649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with little darlings in
Start Entity:     Little Darlings
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Little Darlings --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> The Mambo Kings --[in_language]--> English
Path (Raw):       Little Darlings --[starred_actors]--> Armand Assante --[(INV) starred_actors]--> The Mambo Kings --[in_language]--> English
Neg LogProb(↓):   0.082956
Path Entropy(↓):  0.312985
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the one
Start Entity:     The One
Gold Answer:      [['Homefront', 'Heist', 'A Life Less Ordinary', 'Once Upon a Time in China III', 'Crooklyn', 'War', 'Kiss of the Dragon', 'Snake Eyes', 'Turn It Up', 'Flying Swords of Dragon Gate', 'Righteous Kill', 'Domino', 'The Italian Job', 'Unleashed', 'The Transporter', 'Clockers', 'The Master', 'The New Legend of Shaolin', 'Lock, Stock and Two Smoking Barrels', 'The Sorcerer and the White Snake', 'The Expendables 3', 'Martial Arts of Shaolin', 'Hero', 'Safe', 'The Jimmy Show', 'Romeo Must Die', '13', 'Blitz', 'Race to Witch Mountain', 'The Bank Job', 'Women in Trouble', 'The Warlords', 'Crank', 'Transporter 2', 'The Mighty Macs', 'Parker', 'Once Upon a Time in China and America', 'Death Race', 'Once Upon a Time in China II', 'The Mechanic', 'Cradle 2 the Grave', 'Wild Card', 'Elektra Luxx', 'The Expendables', 'Spy Kids', 'London', 'Black Mask', 'Revolver', 'Chaos', 'Night at the Museum', 'The Expendables 2', 'Judas Kiss', 'Transporter 3', 'Son in Law', 'Once Upon a Time in China', 'Fearless', 'The Forbidden Kingdom', 'Killer Elite', 'Ocean Heaven', 'Ghosts of Mars', 'Fist of Legend']]
Predicted Ans:    The Transporter
Predicted Path:   The One --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Path (Raw):       The One --[starred_actors]--> Jason Statham --[No Operation]--> Jason Statham --[(INV) starred_actors]--> The Transporter
Neg LogProb(↓):   1.119049
Path Entropy(↓):  1.648959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the count of monte cristo
Start Entity:     The Count of Monte Cristo
Gold Answer:      [['Zoo in Budapest']]
Predicted Ans:    The Count of Monte Cristo
Predicted Path:   The Count of Monte Cristo --[written_by]--> Rowland V. Lee --[(INV) written_by]--> The Count of Monte Cristo
Path (Raw):       The Count of Monte Cristo --[written_by]--> Rowland V. Lee --[(INV) written_by]--> The Count of Monte Cristo --[No Operation]--> The Count of Monte Cristo
Neg LogProb(↓):   0.068079
Path Entropy(↓):  0.293834
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by diana lynn
Start Entity:     Diana Lynn
Gold Answer:      [['Preston Sturges']]
Predicted Ans:    Preston Sturges
Predicted Path:   Diana Lynn --[(INV) starred_actors]--> The Miracle of Morgan's Creek --[written_by]--> Preston Sturges
Path (Raw):       Diana Lynn --[No Operation]--> Diana Lynn --[(INV) starred_actors]--> The Miracle of Morgan's Creek --[written_by]--> Preston Sturges
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by lisa guerrero
Start Entity:     Lisa Guerrero
Gold Answer:      [['Family', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Lisa Guerrero --[(INV) starred_actors]--> A Plumm Summer --[has_genre]--> Adventure
Path (Raw):       Lisa Guerrero --[No Operation]--> Lisa Guerrero --[(INV) starred_actors]--> A Plumm Summer --[has_genre]--> Adventure
Neg LogProb(↓):   0.033512
Path Entropy(↓):  0.144874
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film the brothers bloom
Start Entity:     The Brothers Bloom
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The Brothers Bloom --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Path (Raw):       The Brothers Bloom --[release_year]--> 2008 --[(INV) release_year]--> The Queen and I --[release_year]--> 2008
Neg LogProb(↓):   3.391279
Path Entropy(↓):  4.726994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the rains came
Start Entity:     The Rains Came
Gold Answer:      [['Myrna Loy', 'George Brent', 'Brenda Joyce', 'Tyrone Power']]
Predicted Ans:    Lex Barker
Predicted Path:   The Rains Came --[starred_actors]--> Brenda Joyce --[(INV) starred_actors]--> Tarzan's Magic Fountain --[starred_actors]--> Lex Barker
Path (Raw):       The Rains Came --[starred_actors]--> Brenda Joyce --[(INV) starred_actors]--> Tarzan's Magic Fountain --[starred_actors]--> Lex Barker
Neg LogProb(↓):   0.351169
Path Entropy(↓):  0.959730
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers that the directors of their films also directed scary movie 4
Start Entity:     Scary Movie 4
Gold Answer:      [['Jerry Zucker', 'David Zucker', 'Myrna Sokoloff', 'Dale Launer', 'Jim Abrahams', 'Marlon Wayans', 'Shawn Wayans']]
Predicted Ans:    Jim Abrahams
Predicted Path:   Scary Movie 4 --[directed_by]--> David Zucker --[(INV) directed_by]--> Top Secret! --[written_by]--> Jim Abrahams
Path (Raw):       Scary Movie 4 --[directed_by]--> David Zucker --[(INV) directed_by]--> Top Secret! --[written_by]--> Jim Abrahams
Neg LogProb(↓):   0.565057
Path Entropy(↓):  1.218107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by sherman alexie
Start Entity:     Sherman Alexie
Gold Answer:      [['Evan Adams', 'Gene Tagaban', 'Michelle St. John', 'Swil Kanim']]
Predicted Ans:    Evan Adams
Predicted Path:   Sherman Alexie --[(INV) directed_by]--> The Business of Fancydancing --[starred_actors]--> Evan Adams
Path (Raw):       Sherman Alexie --[No Operation]--> Sherman Alexie --[(INV) directed_by]--> The Business of Fancydancing --[starred_actors]--> Evan Adams
Neg LogProb(↓):   0.037164
Path Entropy(↓):  0.194223
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in red canyon
Start Entity:     Red Canyon
Gold Answer:      [['Christine Lakin', 'Norman Reedus']]
Predicted Ans:    Norman Reedus
Predicted Path:   Red Canyon --[starred_actors]--> Norman Reedus --[(INV) starred_actors]--> Red Canyon --[starred_actors]--> Norman Reedus
Path (Raw):       Red Canyon --[starred_actors]--> Norman Reedus --[(INV) starred_actors]--> Red Canyon --[starred_actors]--> Norman Reedus
Neg LogProb(↓):   0.758475
Path Entropy(↓):  1.645516
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by john van druten were in which languages
Start Entity:     John Van Druten
Gold Answer:      [['Norwegian']]
Predicted Ans:    vincent sherman
Predicted Path:   John Van Druten --[(INV) written_by]--> Old Acquaintance --[has_tags]--> vincent sherman
Path (Raw):       John Van Druten --[No Operation]--> John Van Druten --[(INV) written_by]--> Old Acquaintance --[has_tags]--> vincent sherman
Neg LogProb(↓):   0.567584
Path Entropy(↓):  0.995857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of the underneath
Start Entity:     The Underneath
Gold Answer:      [['The Girlfriend Experience', 'Contagion', 'Haywire', 'Side Effects', 'Out of Sight', 'Solaris', 'The Limey', 'Eros', "Ocean's Thirteen", 'Sex, Lies, and Videotape', "Ocean's Twelve", 'The Good German', 'Erin Brockovich', 'King of the Hill', 'The Informant!', 'Magic Mike', 'Traffic', "Ocean's Eleven", 'Kafka', 'Bubble', "Gray's Anatomy", 'Full Frontal', 'Behind the Candelabra']]
Predicted Ans:    Eros
Predicted Path:   The Underneath --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Eros
Path (Raw):       The Underneath --[No Operation]--> The Underneath --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Eros
Neg LogProb(↓):   0.203054
Path Entropy(↓):  0.736855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in flowers in the attic
Start Entity:     Flowers in the Attic
Gold Answer:      [['Romance', 'Music', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Flowers in the Attic --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Path (Raw):       Flowers in the Attic --[starred_actors]--> Heather Graham --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Neg LogProb(↓):   1.146003
Path Entropy(↓):  1.936378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the man
Start Entity:     The Man
Gold Answer:      [['1962', '1968', '1963', '1964', '1966', '2001', '1956']]
Predicted Ans:    1963
Predicted Path:   The Man --[written_by]--> Irving Wallace --[(INV) written_by]--> The Prize --[release_year]--> 1963
Path (Raw):       The Man --[written_by]--> Irving Wallace --[(INV) written_by]--> The Prize --[release_year]--> 1963
Neg LogProb(↓):   0.653421
Path Entropy(↓):  0.864652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by dedee pfeiffer
Start Entity:     Dedee Pfeiffer
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dedee Pfeiffer --[(INV) starred_actors]--> The Allnighter --[has_genre]--> Comedy
Path (Raw):       Dedee Pfeiffer --[No Operation]--> Dedee Pfeiffer --[(INV) starred_actors]--> The Allnighter --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the bourne identity were in which genres
Start Entity:     The Bourne Identity
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Bourne Identity --[starred_actors]--> Franka Potente --[(INV) starred_actors]--> Anatomy --[has_genre]--> Horror
Path (Raw):       The Bourne Identity --[starred_actors]--> Franka Potente --[(INV) starred_actors]--> Anatomy --[has_genre]--> Horror
Neg LogProb(↓):   0.331651
Path Entropy(↓):  0.983405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by alfonso tort in
Start Entity:     Alfonso Tort
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alfonso Tort --[(INV) starred_actors]--> 25 Watts --[has_genre]--> Comedy
Path (Raw):       Alfonso Tort --[No Operation]--> Alfonso Tort --[(INV) starred_actors]--> 25 Watts --[has_genre]--> Comedy
Neg LogProb(↓):   0.456488
Path Entropy(↓):  0.657064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of a bell for adano
Start Entity:     A Bell for Adano
Gold Answer:      [["The Razor's Edge", 'The Return of Frank James', 'Heaven Can Wait', 'Battleground', 'The Secret of Convict Lake', 'The Ghost and Mrs. Muir', 'The Left Hand of God', 'Plymouth Adventure', 'Rings on Her Fingers', 'Night and the City', 'Belle Starr', 'The Mating Season', 'Leave Her to Heaven', 'Sundown', 'Black Widow', 'On the Riviera', 'Dragonwyck', 'Across the Wide Missouri', 'The Shanghai Gesture', 'Where the Sidewalk Ends', 'Laura', 'The Harvey Girls', 'Tobacco Road', 'Whirlpool']]
Predicted Ans:    A Bell for Adano
Predicted Path:   A Bell for Adano --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano
Path (Raw):       A Bell for Adano --[starred_actors]--> Gene Tierney --[No Operation]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano
Neg LogProb(↓):   0.932788
Path Entropy(↓):  1.931306
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred together with david hewlett
Start Entity:     David Hewlett
Gold Answer:      [['Paul McGillion', 'Cynthia Preston', 'Kate Hewlett', "Terry O'Quinn", 'Greg Spottiswood', 'James Thomas', 'Andrew Miller']]
Predicted Ans:    David Hewlett
Predicted Path:   David Hewlett --[(INV) starred_actors]--> Nothing --[starred_actors]--> David Hewlett
Path (Raw):       David Hewlett --[No Operation]--> David Hewlett --[(INV) starred_actors]--> Nothing --[starred_actors]--> David Hewlett
Neg LogProb(↓):   0.000542
Path Entropy(↓):  0.005012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does julie delpy act in
Start Entity:     Julie Delpy
Gold Answer:      [['Before Sunrise', 'Broken Flowers', 'Voyager', 'An American Werewolf in Paris', 'The Passion of Ayn Rand', 'Before Sunset', 'Killing Zoe', 'The Countess', 'Before Midnight', 'Guilty Hearts', 'The Air I Breathe', '2 Days in New York', '2 Days in Paris']]
Predicted Ans:    2 Days in Paris
Predicted Path:   Julie Delpy --[(INV) starred_actors]--> 2 Days in Paris --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> 2 Days in Paris
Path (Raw):       Julie Delpy --[(INV) starred_actors]--> 2 Days in Paris --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> 2 Days in Paris
Neg LogProb(↓):   0.111068
Path Entropy(↓):  0.418557
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with jack oakie
Start Entity:     Jack Oakie
Gold Answer:      [['Alice Faye', 'Edward Arnold', 'Cary Grant', 'Frances Farmer', 'Shirley Temple', 'Fredric March', 'Dick Powell', 'Charlton Heston', 'Michèle Mercier', 'Linda Darnell', 'Edgar Kennedy', 'Lucille Ball', 'Raimund Harmstorf', 'George Eastman', 'Carole Lombard', 'Loretta Young', 'John Payne', 'Betty Grable', 'Clark Gable']]
Predicted Ans:    Loretta Young
Predicted Path:   Jack Oakie --[(INV) starred_actors]--> The Call of the Wild --[starred_actors]--> Loretta Young
Path (Raw):       Jack Oakie --[No Operation]--> Jack Oakie --[(INV) starred_actors]--> The Call of the Wild --[starred_actors]--> Loretta Young
Neg LogProb(↓):   0.381399
Path Entropy(↓):  0.971469
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by david wu
Start Entity:     David Wu
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   David Wu --[(INV) directed_by]--> Snow Queen --[release_year]--> 2002
Path (Raw):       David Wu --[No Operation]--> David Wu --[(INV) directed_by]--> Snow Queen --[release_year]--> 2002
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the hired hand were released in which years
Start Entity:     The Hired Hand
Gold Answer:      [['1979']]
Predicted Ans:    1971
Predicted Path:   The Hired Hand --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand --[release_year]--> 1971
Path (Raw):       The Hired Hand --[directed_by]--> Peter Fonda --[(INV) directed_by]--> The Hired Hand --[release_year]--> 1971
Neg LogProb(↓):   0.000652
Path Entropy(↓):  0.005770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the chipmunk adventure
Start Entity:     The Chipmunk Adventure
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   The Chipmunk Adventure --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       The Chipmunk Adventure --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.737560
Path Entropy(↓):  4.196634
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film salaam bombay! were in which languages
Start Entity:     Salaam Bombay!
Gold Answer:      [['Urdu']]
Predicted Ans:    Urdu
Predicted Path:   Salaam Bombay! --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[in_language]--> Urdu
Path (Raw):       Salaam Bombay! --[directed_by]--> Mira Nair --[(INV) directed_by]--> The Reluctant Fundamentalist --[in_language]--> Urdu
Neg LogProb(↓):   0.000309
Path Entropy(↓):  0.003195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in fear city
Start Entity:     Fear City
Gold Answer:      [['1980', '1954', '1993', '1985', '1977', '2007', '1998', '2009', '1994', '1983', '1995', '1972', '1971', '1990', '1989', '1996', '2002', '1981', '1988', '1991', '1999', '1987', '1986']]
Predicted Ans:    1985
Predicted Path:   Fear City --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Path (Raw):       Fear City --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Rustlers' Rhapsody --[release_year]--> 1985
Neg LogProb(↓):   0.321332
Path Entropy(↓):  1.098953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is ride in
Start Entity:     Ride
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ride --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       Ride --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   2.615452
Path Entropy(↓):  4.104526
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the loss of sexual innocence
Start Entity:     The Loss of Sexual Innocence
Gold Answer:      [['Mike Figgis']]
Predicted Ans:    Mike Figgis
Predicted Path:   The Loss of Sexual Innocence --[directed_by]--> Mike Figgis --[(INV) directed_by]--> Internal Affairs --[directed_by]--> Mike Figgis
Path (Raw):       The Loss of Sexual Innocence --[directed_by]--> Mike Figgis --[(INV) directed_by]--> Internal Affairs --[directed_by]--> Mike Figgis
Neg LogProb(↓):   0.328671
Path Entropy(↓):  0.852555
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by nuno lopes release
Start Entity:     Nuno Lopes
Gold Answer:      [['1988', '1990', '2005']]
Predicted Ans:    2005
Predicted Path:   Nuno Lopes --[(INV) starred_actors]--> Alice --[release_year]--> 2005
Path (Raw):       Nuno Lopes --[No Operation]--> Nuno Lopes --[(INV) starred_actors]--> Alice --[release_year]--> 2005
Neg LogProb(↓):   0.882444
Path Entropy(↓):  1.082180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie mission to mars starred who
Start Entity:     Mission to Mars
Gold Answer:      [['Tim Robbins', 'Don Cheadle', 'Connie Nielsen', 'Gary Sinise']]
Predicted Ans:    Connie Nielsen
Predicted Path:   Mission to Mars --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[starred_actors]--> Connie Nielsen
Path (Raw):       Mission to Mars --[starred_actors]--> Connie Nielsen --[(INV) starred_actors]--> 3 Days to Kill --[starred_actors]--> Connie Nielsen
Neg LogProb(↓):   0.000472
Path Entropy(↓):  0.004588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by raul julia
Start Entity:     Raul Julia
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Raul Julia --[(INV) starred_actors]--> The Morning After --[has_genre]--> Mystery
Path (Raw):       Raul Julia --[No Operation]--> Raul Julia --[(INV) starred_actors]--> The Morning After --[has_genre]--> Mystery
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed an officer and a gentleman
Start Entity:     An Officer and a Gentleman
Gold Answer:      [['Taylor Hackford']]
Predicted Ans:    Taylor Hackford
Predicted Path:   An Officer and a Gentleman --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Path (Raw):       An Officer and a Gentleman --[directed_by]--> Taylor Hackford --[(INV) directed_by]--> The Idolmaker --[directed_by]--> Taylor Hackford
Neg LogProb(↓):   0.004151
Path Entropy(↓):  0.029611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with koi... mil gaya fall under
Start Entity:     Koi... Mil Gaya
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Koi... Mil Gaya --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Karan Arjun --[has_genre]--> Action
Path (Raw):       Koi... Mil Gaya --[directed_by]--> Rakesh Roshan --[(INV) directed_by]--> Karan Arjun --[has_genre]--> Action
Neg LogProb(↓):   0.053768
Path Entropy(↓):  0.205788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what rush hour 2 is about
Start Entity:     Rush Hour 2
Gold Answer:      [['jackie chan', 'chris tucker', 'kung fu', 'comedy', 'action', 'martial arts']]
Predicted Ans:    brett ratner
Predicted Path:   Rush Hour 2 --[has_tags]--> chris tucker --[(INV) has_tags]--> Money Talks --[has_tags]--> brett ratner
Path (Raw):       Rush Hour 2 --[has_tags]--> chris tucker --[(INV) has_tags]--> Money Talks --[has_tags]--> brett ratner
Neg LogProb(↓):   0.292632
Path Entropy(↓):  0.568949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by tony gatlif
Start Entity:     Tony Gatlif
Gold Answer:      [['Drama', 'Documentary', 'Music']]
Predicted Ans:    Drama
Predicted Path:   Tony Gatlif --[(INV) directed_by]--> Mondo --[has_genre]--> Drama
Path (Raw):       Tony Gatlif --[No Operation]--> Tony Gatlif --[(INV) directed_by]--> Mondo --[has_genre]--> Drama
Neg LogProb(↓):   0.001167
Path Entropy(↓):  0.009464
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with nicholas mosley
Start Entity:     Nicholas Mosley
Gold Answer:      [['Harold Pinter']]
Predicted Ans:    Harold Pinter
Predicted Path:   Nicholas Mosley --[(INV) written_by]--> Accident --[written_by]--> Harold Pinter
Path (Raw):       Nicholas Mosley --[No Operation]--> Nicholas Mosley --[(INV) written_by]--> Accident --[written_by]--> Harold Pinter
Neg LogProb(↓):   0.000160
Path Entropy(↓):  0.001565
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by alec waugh in
Start Entity:     Alec Waugh
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Alec Waugh --[(INV) written_by]--> Island in the Sun --[has_genre]--> Drama
Path (Raw):       Alec Waugh --[No Operation]--> Alec Waugh --[(INV) written_by]--> Island in the Sun --[has_genre]--> Drama
Neg LogProb(↓):   0.006837
Path Entropy(↓):  0.040781
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film knucklehead
Start Entity:     Knucklehead
Gold Answer:      [['2000', '1997', '1990', '1993', '2014', '2007']]
Predicted Ans:    1993
Predicted Path:   Knucklehead --[starred_actors]--> Dennis Farina --[(INV) starred_actors]--> Striking Distance --[release_year]--> 1993
Path (Raw):       Knucklehead --[starred_actors]--> Dennis Farina --[(INV) starred_actors]--> Striking Distance --[release_year]--> 1993
Neg LogProb(↓):   1.091607
Path Entropy(↓):  2.102932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by med hondo fall under
Start Entity:     Med Hondo
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Med Hondo --[(INV) directed_by]--> Sarraounia --[has_genre]--> Drama
Path (Raw):       Med Hondo --[No Operation]--> Med Hondo --[(INV) directed_by]--> Sarraounia --[has_genre]--> Drama
Neg LogProb(↓):   0.005081
Path Entropy(↓):  0.031854
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by mathieu demy
Start Entity:     Mathieu Demy
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mathieu Demy --[(INV) directed_by]--> Americano --[has_genre]--> Drama
Path (Raw):       Mathieu Demy --[No Operation]--> Mathieu Demy --[(INV) directed_by]--> Americano --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in ryoko sano starred movies
Start Entity:     Ryoko Sano
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ryoko Sano --[(INV) starred_actors]--> Godzilla vs. Mechagodzilla II --[in_language]--> Japanese
Path (Raw):       Ryoko Sano --[No Operation]--> Ryoko Sano --[(INV) starred_actors]--> Godzilla vs. Mechagodzilla II --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with monsieur hire in
Start Entity:     Monsieur Hire
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Monsieur Hire --[written_by]--> Georges Simenon --[(INV) written_by]--> Red Lights --[in_language]--> French
Path (Raw):       Monsieur Hire --[written_by]--> Georges Simenon --[(INV) written_by]--> Red Lights --[in_language]--> French
Neg LogProb(↓):   0.071792
Path Entropy(↓):  0.293025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by alice upside down actors
Start Entity:     Alice Upside Down
Gold Answer:      [['Jon M. Chu']]
Predicted Ans:    Jon M. Chu
Predicted Path:   Alice Upside Down --[starred_actors]--> Alyson Stoner --[(INV) starred_actors]--> Step Up 3D --[directed_by]--> Jon M. Chu
Path (Raw):       Alice Upside Down --[starred_actors]--> Alyson Stoner --[(INV) starred_actors]--> Step Up 3D --[directed_by]--> Jon M. Chu
Neg LogProb(↓):   0.116837
Path Entropy(↓):  0.347150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by trish sie
Start Entity:     Trish Sie
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Trish Sie --[(INV) directed_by]--> Step Up All In --[release_year]--> 2014
Path (Raw):       Trish Sie --[No Operation]--> Trish Sie --[(INV) directed_by]--> Step Up All In --[release_year]--> 2014
Neg LogProb(↓):   0.000084
Path Entropy(↓):  0.000875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote that's life!
Start Entity:     That's Life!
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   That's Life! --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       That's Life! --[written_by]--> Blake Edwards --[(INV) written_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.004635
Path Entropy(↓):  0.032905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed demetrius and the gladiators
Start Entity:     Demetrius and the Gladiators
Gold Answer:      [['1963', '1944', '1950', '1959', '1996', '1947', '1958', '1956', '1943']]
Predicted Ans:    1956
Predicted Path:   Demetrius and the Gladiators --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal --[release_year]--> 1956
Path (Raw):       Demetrius and the Gladiators --[directed_by]--> Delmer Daves --[(INV) directed_by]--> Jubal --[release_year]--> 1956
Neg LogProb(↓):   1.262807
Path Entropy(↓):  2.021092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is my man godfrey
Start Entity:     My Man Godfrey
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   My Man Godfrey --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       My Man Godfrey --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.814211
Path Entropy(↓):  5.067051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of stepfather ii
Start Entity:     Stepfather II
Gold Answer:      [['They Live', 'Ladybugs', 'The Stepfather', 'The Legend of Sleepy Hollow', 'Sidekicks', 'The Texas Chainsaw Massacre 2', 'Pin']]
Predicted Ans:    The Stepfather
Predicted Path:   Stepfather II --[starred_actors]--> Terry O'Quinn --[(INV) starred_actors]--> The Stepfather
Path (Raw):       Stepfather II --[starred_actors]--> Terry O'Quinn --[No Operation]--> Terry O'Quinn --[(INV) starred_actors]--> The Stepfather
Neg LogProb(↓):   0.596563
Path Entropy(↓):  0.711579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with andrei rublev in
Start Entity:     Andrei Rublev
Gold Answer:      [['Swedish', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   Andrei Rublev --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Path (Raw):       Andrei Rublev --[directed_by]--> Andrei Tarkovsky --[(INV) directed_by]--> The Killers --[in_language]--> Russian
Neg LogProb(↓):   0.000492
Path Entropy(↓):  0.004394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by monkeybone actors release
Start Entity:     Monkeybone
Gold Answer:      [['2008', '1992', '1959', '1993', '2006', '1967', '2007', '1998', '2010', '2014', '1932', '1994', '1995', '2001', '1989', '1996', '2002', '2013', '2000', '1997', '1999', '1958']]
Predicted Ans:    1995
Predicted Path:   Monkeybone --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Path (Raw):       Monkeybone --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Neg LogProb(↓):   1.099226
Path Entropy(↓):  2.056059
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by alan yang
Start Entity:     Alan Yang
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alan Yang --[(INV) written_by]--> Date and Switch --[has_genre]--> Comedy
Path (Raw):       Alan Yang --[No Operation]--> Alan Yang --[(INV) written_by]--> Date and Switch --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in notting hill
Start Entity:     Notting Hill
Gold Answer:      [['Hugh Grant', 'Rhys Ifans', 'Julia Roberts']]
Predicted Ans:    Julia Roberts
Predicted Path:   Notting Hill --[starred_actors]--> Julia Roberts --[(INV) starred_actors]--> Eat Pray Love --[starred_actors]--> Julia Roberts
Path (Raw):       Notting Hill --[starred_actors]--> Julia Roberts --[(INV) starred_actors]--> Eat Pray Love --[starred_actors]--> Julia Roberts
Neg LogProb(↓):   0.758910
Path Entropy(↓):  1.184297
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by edward buzzell
Start Entity:     Edward Buzzell
Gold Answer:      [['Song of the Thin Man', 'The Youngest Profession', 'Confidentially Connie', 'Go West', 'Best Foot Forward', "Neptune's Daughter"]]
Predicted Ans:    Go West
Predicted Path:   Edward Buzzell --[(INV) directed_by]--> Best Foot Forward --[directed_by]--> Edward Buzzell --[(INV) directed_by]--> Go West
Path (Raw):       Edward Buzzell --[(INV) directed_by]--> Best Foot Forward --[directed_by]--> Edward Buzzell --[(INV) directed_by]--> Go West
Neg LogProb(↓):   1.254844
Path Entropy(↓):  2.232754
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of wizards
Start Entity:     Wizards
Gold Answer:      [['Scatman Crothers', 'Barry White', 'Charles Gordone', 'Skip Hinnant']]
Predicted Ans:    Scatman Crothers
Predicted Path:   Wizards --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[starred_actors]--> Scatman Crothers
Path (Raw):       Wizards --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[starred_actors]--> Scatman Crothers
Neg LogProb(↓):   0.545781
Path Entropy(↓):  1.209509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of frankenstein meets the wolf man
Start Entity:     Frankenstein Meets the Wolf Man
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Frankenstein Meets the Wolf Man --[release_year]--> 1943 --[(INV) release_year]--> In Old Oklahoma --[release_year]--> 1943
Path (Raw):       Frankenstein Meets the Wolf Man --[release_year]--> 1943 --[(INV) release_year]--> In Old Oklahoma --[release_year]--> 1943
Neg LogProb(↓):   2.228213
Path Entropy(↓):  3.443672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in no
Start Entity:     No
Gold Answer:      [['Gael García Bernal']]
Predicted Ans:    Gael García Bernal
Predicted Path:   No --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> The King --[starred_actors]--> Gael García Bernal
Path (Raw):       No --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> The King --[starred_actors]--> Gael García Bernal
Neg LogProb(↓):   0.104921
Path Entropy(↓):  0.429180
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sorry, wrong number were in which genres
Start Entity:     Sorry, Wrong Number
Gold Answer:      [['Western', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Sorry, Wrong Number --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Path (Raw):       Sorry, Wrong Number --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Neg LogProb(↓):   1.057808
Path Entropy(↓):  1.677429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the mountain men
Start Entity:     The Mountain Men
Gold Answer:      [['Ben-Hur', 'Nightfall', 'The Ten Commandments', '5 Against the House', 'The Omega Man', 'Khartoum', 'Soylent Green', 'Two-Minute Warning', 'The Wind and the Lion', 'Earthquake', 'The Wreck of the Mary Deare', 'Hooper', '55 Days at Peking', 'Meteor', 'Treasure Island', 'The Hawaiians', 'Ruby Gentry', 'Run of the Arrow', 'Airport 1975', 'Skyjacked', 'Will Penny', 'The Naked Jungle', 'With Six You Get Eggroll', 'The War Lord', 'The Awakening', 'The Far Horizons', 'Touch of Evil', "The President's Lady", 'The Agony and the Ecstasy', 'The Rare Breed', 'Nevada Smith', 'The Parent Trap', 'The Call of the Wild', 'Planet of the Apes', 'Tight Spot', 'Dark City', 'El Cid', 'The Greatest Show on Earth', 'The Last Hard Men', 'Solar Crisis', 'Arrowhead', "Sharky's Machine", 'Gray Lady Down', 'The Deadly Companions', 'The Big Country', 'Major Dundee', 'Mother Lode', 'Midway', 'The Private War of Major Benson']]
Predicted Ans:    Planet of the Apes
Predicted Path:   The Mountain Men --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Path (Raw):       The Mountain Men --[starred_actors]--> Charlton Heston --[No Operation]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Neg LogProb(↓):   0.032040
Path Entropy(↓):  0.209813
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of no regrets for our youth
Start Entity:     No Regrets for Our Youth
Gold Answer:      [['Ingmar Bergman', 'Akira Kurosawa', 'Tsuneo Tomita']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   No Regrets for Our Youth --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[written_by]--> Akira Kurosawa
Path (Raw):       No Regrets for Our Youth --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[written_by]--> Akira Kurosawa
Neg LogProb(↓):   0.715544
Path Entropy(↓):  1.307738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of london river was who
Start Entity:     London River
Gold Answer:      [['Rachid Bouchareb']]
Predicted Ans:    Rachid Bouchareb
Predicted Path:   London River --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> London River --[directed_by]--> Rachid Bouchareb
Path (Raw):       London River --[directed_by]--> Rachid Bouchareb --[(INV) directed_by]--> London River --[directed_by]--> Rachid Bouchareb
Neg LogProb(↓):   0.000749
Path Entropy(↓):  0.006438
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did dendrie taylor act in
Start Entity:     Dendrie Taylor
Gold Answer:      [['Torn']]
Predicted Ans:    Torn
Predicted Path:   Dendrie Taylor --[(INV) starred_actors]--> Torn --[starred_actors]--> Faran Tahir --[(INV) starred_actors]--> Torn
Path (Raw):       Dendrie Taylor --[(INV) starred_actors]--> Torn --[starred_actors]--> Faran Tahir --[(INV) starred_actors]--> Torn
Neg LogProb(↓):   0.183897
Path Entropy(↓):  0.558765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of our lady of the assassins
Start Entity:     Our Lady of the Assassins
Gold Answer:      [['Marcia Gay Harden', 'Mickey Rourke', 'Sandra Bullock', 'Ben Chaplin', 'Jennifer Jason Leigh', 'Faye Dunaway', 'Richard Widmark', 'Bulle Ogier', 'Gérard Depardieu', 'Nicolas Cage', 'Helen Hunt', 'Coleen Gray', 'Victor Mature', 'Brian Donlevy', 'David Caruso', 'Julia Weldon', 'Meryl Streep', 'Liam Neeson', 'Michael Pitt', 'Bridget Fonda', 'Samuel L. Jackson', 'Michael Keaton', 'Ryan Gosling', 'Mimsy Farmer', 'Klaus Grünberg', 'Edward Furlong', 'Brian Cox']]
Predicted Ans:    Liam Neeson
Predicted Path:   Our Lady of the Assassins --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[starred_actors]--> Liam Neeson
Path (Raw):       Our Lady of the Assassins --[directed_by]--> Barbet Schroeder --[(INV) directed_by]--> Before and After --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.112395
Path Entropy(↓):  0.394656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film kronos released
Start Entity:     Kronos
Gold Answer:      [['1957']]
Predicted Ans:    1957
Predicted Path:   Kronos --[release_year]--> 1957 --[(INV) release_year]--> Time Limit --[release_year]--> 1957
Path (Raw):       Kronos --[release_year]--> 1957 --[(INV) release_year]--> Time Limit --[release_year]--> 1957
Neg LogProb(↓):   1.630125
Path Entropy(↓):  3.235095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with paul henning
Start Entity:     Paul Henning
Gold Answer:      [['Stanley Shapiro', 'Dale Launer']]
Predicted Ans:    Stanley Shapiro
Predicted Path:   Paul Henning --[(INV) written_by]--> Dirty Rotten Scoundrels --[written_by]--> Stanley Shapiro
Path (Raw):       Paul Henning --[No Operation]--> Paul Henning --[(INV) written_by]--> Dirty Rotten Scoundrels --[written_by]--> Stanley Shapiro
Neg LogProb(↓):   0.127783
Path Entropy(↓):  0.469978
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie stephanie daley
Start Entity:     Stephanie Daley
Gold Answer:      [['Amber Tamblyn']]
Predicted Ans:    Amber Tamblyn
Predicted Path:   Stephanie Daley --[starred_actors]--> Amber Tamblyn --[(INV) starred_actors]--> Blackout --[starred_actors]--> Amber Tamblyn
Path (Raw):       Stephanie Daley --[starred_actors]--> Amber Tamblyn --[(INV) starred_actors]--> Blackout --[starred_actors]--> Amber Tamblyn
Neg LogProb(↓):   0.001286
Path Entropy(↓):  0.010812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote ballad of the little soldier
Start Entity:     Ballad of the Little Soldier
Gold Answer:      [['Werner Herzog', 'Les Blank', 'Ericson Core']]
Predicted Ans:    Werner Herzog
Predicted Path:   Ballad of the Little Soldier --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[directed_by]--> Werner Herzog
Path (Raw):       Ballad of the Little Soldier --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.326872
Path Entropy(↓):  2.294465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by uncle boonmee who can recall his past lives writers
Start Entity:     Uncle Boonmee Who Can Recall His Past Lives
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Uncle Boonmee Who Can Recall His Past Lives --[written_by]--> Apichatpong Weerasethakul --[(INV) written_by]--> Tropical Malady --[has_genre]--> Romance
Path (Raw):       Uncle Boonmee Who Can Recall His Past Lives --[written_by]--> Apichatpong Weerasethakul --[(INV) written_by]--> Tropical Malady --[has_genre]--> Romance
Neg LogProb(↓):   0.943327
Path Entropy(↓):  1.324040
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was secret of the wings released
Start Entity:     Secret of the Wings
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Secret of the Wings --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       Secret of the Wings --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   3.133269
Path Entropy(↓):  4.431992
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by hiromasa yonebayashi
Start Entity:     Hiromasa Yonebayashi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hiromasa Yonebayashi --[(INV) written_by]--> When Marnie Was There --[in_language]--> Japanese
Path (Raw):       Hiromasa Yonebayashi --[No Operation]--> Hiromasa Yonebayashi --[(INV) written_by]--> When Marnie Was There --[in_language]--> Japanese
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000234
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of amy's orgasm
Start Entity:     Amy's Orgasm
Gold Answer:      [['Marla Schaffel', 'Dan Bucatinsky', 'Leelee Sobieski', 'Mitchell Whitfield']]
Predicted Ans:    Leelee Sobieski
Predicted Path:   Amy's Orgasm --[directed_by]--> Julie Davis --[(INV) directed_by]--> Finding Bliss --[starred_actors]--> Leelee Sobieski
Path (Raw):       Amy's Orgasm --[directed_by]--> Julie Davis --[(INV) directed_by]--> Finding Bliss --[starred_actors]--> Leelee Sobieski
Neg LogProb(↓):   0.025608
Path Entropy(↓):  0.144104
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by paul guilfoyle released
Start Entity:     Paul Guilfoyle
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Paul Guilfoyle --[(INV) starred_actors]--> Session 9 --[release_year]--> 2001
Path (Raw):       Paul Guilfoyle --[No Operation]--> Paul Guilfoyle --[(INV) starred_actors]--> Session 9 --[release_year]--> 2001
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by a night to remember screenwriters
Start Entity:     A Night to Remember
Gold Answer:      [['Drama', 'War', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   A Night to Remember --[written_by]--> Kelley Roos --[(INV) written_by]--> Come Dance with Me! --[has_genre]--> Drama
Path (Raw):       A Night to Remember --[written_by]--> Kelley Roos --[(INV) written_by]--> Come Dance with Me! --[has_genre]--> Drama
Neg LogProb(↓):   0.078704
Path Entropy(↓):  0.332634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by juliette lewis were directed by who
Start Entity:     Juliette Lewis
Gold Answer:      [['Kat Candler', 'J. Lee Thompson', 'Susan Seidelman', 'Robert Harling', 'Kathryn Bigelow', 'Oliver Stone', 'Lasse Hallström', 'Mira Nair', 'Martin Scorsese', 'Christopher McQuarrie', 'Mike Figgis', 'Garry Marshall', 'Josh Klausner']]
Predicted Ans:    Kat Candler
Predicted Path:   Juliette Lewis --[(INV) starred_actors]--> Hellion --[directed_by]--> Kat Candler
Path (Raw):       Juliette Lewis --[No Operation]--> Juliette Lewis --[(INV) starred_actors]--> Hellion --[directed_by]--> Kat Candler
Neg LogProb(↓):   0.332871
Path Entropy(↓):  0.722819
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of film is walking tall
Start Entity:     Walking Tall
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Walking Tall --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Walking Tall --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.382058
Path Entropy(↓):  2.867147
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of hallam foe
Start Entity:     Hallam Foe
Gold Answer:      [['Young Adam']]
Predicted Ans:    Hallam Foe
Predicted Path:   Hallam Foe --[written_by]--> Peter Jinks --[(INV) written_by]--> Hallam Foe
Path (Raw):       Hallam Foe --[No Operation]--> Hallam Foe --[written_by]--> Peter Jinks --[(INV) written_by]--> Hallam Foe
Neg LogProb(↓):   0.734751
Path Entropy(↓):  0.859384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the director of madigan
Start Entity:     Madigan
Gold Answer:      [['Dana Wynter', 'Elvis Presley', 'Clint Eastwood', 'James Stewart', 'Aleksandr Gordon', 'Brooke Adams', 'Donald Pleasence', 'Patrick McGoohan', 'Joe Don Baker', 'Joan Lorring', 'Michael Caine', 'Howard Duff', 'Lee J. Cobb', 'Ron Howard', 'Robert Mitchum', 'Veronica Cartwright', 'Jack Warden', "Edmond O'Brien", 'Barbara Eden', 'Rip Torn', 'Lee Marvin', 'Angie Dickinson', 'Clu Gulager', 'Steve Cochran', 'Lauren Bacall', 'John Cassavetes', 'Shirley MacLaine', 'John Wayne', 'Paul Newman', 'Sydney Greenstreet', 'Kevin McCarthy', 'Bette Midler', 'Walter Matthau', 'Burt Lancaster', 'Lee Remick', 'Geraldine Page', 'Donald Sutherland', 'Charles Bronson', 'Andrew Robinson', 'Charlotte Rampling', 'Ava Gardner', 'Jane Greer', 'Audie Murphy', 'Emile Meyer', 'Ken Wahl', 'Susan Clark', 'Neville Brand', 'Steve McQueen', 'Ida Lupino', 'Leo Gordon', 'Frank Faylen', 'Peter Lorre', 'George Coulouris', 'James Mason']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Madigan --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Big Steal --[starred_actors]--> Robert Mitchum
Path (Raw):       Madigan --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Big Steal --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   1.057078
Path Entropy(↓):  1.740175
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in thoroughly modern millie
Start Entity:     Thoroughly Modern Millie
Gold Answer:      [['French', 'English', 'Hawaiian', 'German']]
Predicted Ans:    French
Predicted Path:   Thoroughly Modern Millie --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Thoroughly Modern Millie --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.490275
Path Entropy(↓):  1.061232
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by noam chomsky
Start Entity:     Noam Chomsky
Gold Answer:      [['Michel Gondry', 'Ross Ashcroft', 'Denis Delestrac']]
Predicted Ans:    Michel Gondry
Predicted Path:   Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry
Path (Raw):       Noam Chomsky --[No Operation]--> Noam Chomsky --[(INV) starred_actors]--> Is the Man Who Is Tall Happy? --[directed_by]--> Michel Gondry
Neg LogProb(↓):   0.010833
Path Entropy(↓):  0.060149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of margo harshman acted films
Start Entity:     Margo Harshman
Gold Answer:      [['2008', '2006']]
Predicted Ans:    2008
Predicted Path:   Margo Harshman --[(INV) starred_actors]--> Keith --[release_year]--> 2008
Path (Raw):       Margo Harshman --[No Operation]--> Margo Harshman --[(INV) starred_actors]--> Keith --[release_year]--> 2008
Neg LogProb(↓):   0.064937
Path Entropy(↓):  0.234801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with alone in the dark ii fall under
Start Entity:     Alone in the Dark II
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Alone in the Dark II --[written_by]--> Peter Scheerer --[(INV) written_by]--> Alone in the Dark --[has_genre]--> Horror
Path (Raw):       Alone in the Dark II --[written_by]--> Peter Scheerer --[(INV) written_by]--> Alone in the Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.963581
Path Entropy(↓):  1.344451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the hidden fortress
Start Entity:     The Hidden Fortress
Gold Answer:      [['Drama', 'War', 'Action', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Hidden Fortress --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[has_genre]--> Drama
Path (Raw):       The Hidden Fortress --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Rashomon --[has_genre]--> Drama
Neg LogProb(↓):   1.101501
Path Entropy(↓):  1.402963
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the alone in the dark director
Start Entity:     Alone in the Dark
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Action
Predicted Path:   Alone in the Dark --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blubberella --[has_genre]--> Action
Path (Raw):       Alone in the Dark --[directed_by]--> Uwe Boll --[(INV) directed_by]--> Blubberella --[has_genre]--> Action
Neg LogProb(↓):   1.419752
Path Entropy(↓):  1.427238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of my sister's keeper
Start Entity:     My Sister's Keeper
Gold Answer:      [["Nim's Island", 'Feeling Minnesota', 'A Life Less Ordinary', 'The Last Supper', 'The Green Hornet', 'What Happens in Vegas', 'Zombieland', 'Shrek 2', 'Little Miss Sunshine', 'Bad Teacher', 'No Reservations', 'Any Given Sunday', 'Head Above Water', 'Haunter', 'Sex Tape', 'Shrek the Halls', 'The Invisible Circus', "Ender's Game", 'The Other Woman', 'The Box', 'Rango', 'In Her Shoes', 'Knight and Day', 'Hurt', 'Being John Malkovich', "There's Something About Mary", 'The Counselor', 'Vanilla Sky', 'The Holiday', 'Zambezia', "Charlie's Angels", 'The Call', 'Signs', "My Best Friend's Wedding", 'Very Bad Things', 'Janie Jones', 'Perfect Sisters', 'Eloise at Christmastime', 'Shrek']]
Predicted Ans:    Nim's Island
Predicted Path:   My Sister's Keeper --[starred_actors]--> Abigail Breslin --[(INV) starred_actors]--> Nim's Island
Path (Raw):       My Sister's Keeper --[starred_actors]--> Abigail Breslin --[No Operation]--> Abigail Breslin --[(INV) starred_actors]--> Nim's Island
Neg LogProb(↓):   0.904172
Path Entropy(↓):  1.586327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the a hard day's night director
Start Entity:     A Hard Day's Night
Gold Answer:      [['David Loughery', 'Lawrence B. Marcus', 'John Haase', 'Burt Shevelove', 'Melvin Frank', 'Leonard Wibberley', 'Larry Gelbart', 'Patrick Ryan', 'James Goldman', 'George MacDonald Fraser', 'Terrence McNally', 'Michael Pertwee']]
Predicted Ans:    Larry Gelbart
Predicted Path:   A Hard Day's Night --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Path (Raw):       A Hard Day's Night --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.442421
Path Entropy(↓):  1.163869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film hi, mom! were in which languages
Start Entity:     Hi, Mom!
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Hi, Mom! --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[in_language]--> French
Path (Raw):       Hi, Mom! --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[in_language]--> French
Neg LogProb(↓):   0.017274
Path Entropy(↓):  0.112197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of homicide also wrote movies
Start Entity:     Homicide
Gold Answer:      [['Hoffa', 'Heist', 'Redbelt', 'Ronin', 'Glengarry Glen Ross', 'Phil Spector', 'Lakeboat', 'Edmond', 'The Winslow Boy', 'Things Change', 'State and Main', 'Vanya on 42nd Street', 'Oleanna', 'The Untouchables', 'Spartan', 'The Spanish Prisoner', 'The Postman Always Rings Twice', 'American Buffalo', 'House of Games', 'The Verdict', 'About Last Night', 'Wag the Dog']]
Predicted Ans:    Homicide
Predicted Path:   Homicide --[written_by]--> David Mamet --[(INV) written_by]--> Homicide
Path (Raw):       Homicide --[written_by]--> David Mamet --[(INV) written_by]--> Homicide --[No Operation]--> Homicide
Neg LogProb(↓):   0.294491
Path Entropy(↓):  1.056959
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the frightened city are written by who
Start Entity:     The Frightened City
Gold Answer:      [['Philip Kaufman', 'Sidney Carroll', 'John le Carré', 'Gregory Widen', 'Helen Deutsch', 'Arthur H. Lewis', 'Peter Hyams', 'Johanna Harwood', 'Berkely Mather', 'Stanley Mann', 'John Huston', 'Jeffrey Boam', 'Robin Estridge', 'James Goldman', 'John Milius', 'Tom Stoppard', 'Michael Crichton', 'Edmund H. North', 'Robert Towne', 'Alan Moore', "Kevin O'Neill", 'Lawrence Sanders', 'Richard Maibaum', 'Blake Edwards', 'Ethan Coen', 'William Douglas Lansford', 'David Mamet', 'Frank Launder', 'Ethel Lina White', 'John Hopkins', 'Joss Whedon', 'George Lucas', 'Cy Endfield', 'Michael Palin', 'John Boorman', 'Lawrence Edward Watkin', 'Tom Clancy', 'Gene Quintano', 'William Rose', 'James R. Silke', 'John Katzenbach', 'Terry Gilliam', 'T.E.B. Clarke', 'Harry Kurnitz', 'George Axelrod', 'Ian Fleming', 'Jack Whittingham', 'Kevin McClory', 'Rudyard Kipling', 'Eliot Ness', 'Sidney Gilliat', 'Zak Penn', 'Jay Presson Allen', 'Winston Graham', 'Roald Dahl', 'Frank Pierson', "Louis L'Amour", 'Michael Backes', 'Charles McCarry', 'Alvin Sargent', 'Stephen King', 'Vincent Patrick', 'Richard Brooks', 'Elliott Baker', 'Sam Peckinpah', 'Marcel Achard', 'Umberto Eco', 'Mike Rich', 'Jack Davies']]
Predicted Ans:    John Boorman
Predicted Path:   The Frightened City --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[written_by]--> John Boorman
Path (Raw):       The Frightened City --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[written_by]--> John Boorman
Neg LogProb(↓):   0.327064
Path Entropy(↓):  0.923741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie dial m for murder released
Start Entity:     Dial M for Murder
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   Dial M for Murder --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Path (Raw):       Dial M for Murder --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Neg LogProb(↓):   1.252178
Path Entropy(↓):  2.955409
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by ernest goes to jail actors
Start Entity:     Ernest Goes to Jail
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ernest Goes to Jail --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Ernest Goes to Camp --[has_genre]--> Comedy
Path (Raw):       Ernest Goes to Jail --[starred_actors]--> Jim Varney --[(INV) starred_actors]--> Ernest Goes to Camp --[has_genre]--> Comedy
Neg LogProb(↓):   0.841518
Path Entropy(↓):  1.473109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by iosif kheifits
Start Entity:     Iosif Kheifits
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Iosif Kheifits --[(INV) written_by]--> The Lady with the Dog --[has_genre]--> Drama
Path (Raw):       Iosif Kheifits --[No Operation]--> Iosif Kheifits --[(INV) written_by]--> The Lady with the Dog --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of the night flier
Start Entity:     The Night Flier
Gold Answer:      [['Mark Pavia']]
Predicted Ans:    Mark Pavia
Predicted Path:   The Night Flier --[directed_by]--> Mark Pavia --[(INV) directed_by]--> The Night Flier --[directed_by]--> Mark Pavia
Path (Raw):       The Night Flier --[directed_by]--> Mark Pavia --[(INV) directed_by]--> The Night Flier --[directed_by]--> Mark Pavia
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed body bags
Start Entity:     Body Bags
Gold Answer:      [['1980', '1992', '1993', '1985', '1979', '1974', '1984', '1977', '2007', '1998', '2010', '2004', '1982', '1953', '1983', '1995', '1976', '2001', '1990', '1996', '1981', '2011', '1988', '1978', '2000', '1960', '2005', '1987', '1986']]
Predicted Ans:    1981
Predicted Path:   Body Bags --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[release_year]--> 1981
Path (Raw):       Body Bags --[directed_by]--> John Carpenter --[(INV) directed_by]--> Escape from New York --[release_year]--> 1981
Neg LogProb(↓):   0.579935
Path Entropy(↓):  1.832830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of planes
Start Entity:     Planes
Gold Answer:      [['Adventure', 'Animation', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Planes --[written_by]--> John Lasseter --[(INV) written_by]--> Toy Story --[has_genre]--> Comedy
Path (Raw):       Planes --[written_by]--> John Lasseter --[(INV) written_by]--> Toy Story --[has_genre]--> Comedy
Neg LogProb(↓):   0.358488
Path Entropy(↓):  0.997721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of the good earth
Start Entity:     The Good Earth
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Good Earth --[written_by]--> Talbot Jennings --[(INV) written_by]--> Romeo and Juliet --[in_language]--> English
Path (Raw):       The Good Earth --[written_by]--> Talbot Jennings --[(INV) written_by]--> Romeo and Juliet --[in_language]--> English
Neg LogProb(↓):   0.693229
Path Entropy(↓):  0.694009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe four friends
Start Entity:     Four Friends
Gold Answer:      [['arthur penn']]
Predicted Ans:    arthur penn
Predicted Path:   Four Friends --[has_tags]--> arthur penn --[(INV) has_tags]--> Four Friends --[has_tags]--> arthur penn
Path (Raw):       Four Friends --[has_tags]--> arthur penn --[(INV) has_tags]--> Four Friends --[has_tags]--> arthur penn
Neg LogProb(↓):   0.001022
Path Entropy(↓):  0.008113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the immortal story
Start Entity:     The Immortal Story
Gold Answer:      [['Don Quixote', 'Touch of Evil', 'F for Fake', 'Citizen Kane', 'The Lady from Shanghai', 'The Trial', 'The Magnificent Ambersons', "It's All True", 'Chimes at Midnight', 'Macbeth', 'The Stranger', 'Othello']]
Predicted Ans:    Chimes at Midnight
Predicted Path:   The Immortal Story --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight
Path (Raw):       The Immortal Story --[No Operation]--> The Immortal Story --[directed_by]--> Orson Welles --[(INV) directed_by]--> Chimes at Midnight
Neg LogProb(↓):   0.152981
Path Entropy(↓):  0.571635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of feherlofia
Start Entity:     Fehérlófia
Gold Answer:      [['Marcell Jankovics']]
Predicted Ans:    Marcell Jankovics
Predicted Path:   Fehérlófia --[written_by]--> Marcell Jankovics --[(INV) written_by]--> Fehérlófia --[written_by]--> Marcell Jankovics
Path (Raw):       Fehérlófia --[written_by]--> Marcell Jankovics --[(INV) written_by]--> Fehérlófia --[written_by]--> Marcell Jankovics
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does faye emerson act in
Start Entity:     Faye Emerson
Gold Answer:      [['The Mask of Dimitrios']]
Predicted Ans:    Christmas in Connecticut
Predicted Path:   Faye Emerson --[(INV) starred_actors]--> The Mask of Dimitrios --[starred_actors]--> Sydney Greenstreet --[(INV) starred_actors]--> Christmas in Connecticut
Path (Raw):       Faye Emerson --[(INV) starred_actors]--> The Mask of Dimitrios --[starred_actors]--> Sydney Greenstreet --[(INV) starred_actors]--> Christmas in Connecticut
Neg LogProb(↓):   0.485290
Path Entropy(↓):  1.340023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movie did robert sabaroff write the story for
Start Entity:     Robert Sabaroff
Gold Answer:      [['The Split']]
Predicted Ans:    The Split
Predicted Path:   Robert Sabaroff --[(INV) written_by]--> The Split --[written_by]--> Robert Sabaroff --[(INV) written_by]--> The Split
Path (Raw):       Robert Sabaroff --[(INV) written_by]--> The Split --[written_by]--> Robert Sabaroff --[(INV) written_by]--> The Split
Neg LogProb(↓):   0.306452
Path Entropy(↓):  0.577144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of midnight run starred who
Start Entity:     Midnight Run
Gold Answer:      [['Charles Hallahan', 'Judge Reinhold', 'John Ashton', 'Eddie Murphy', 'Lisa Eilbacher', "Chris O'Donnell", 'Vittorio Gassman', 'Brad Pitt', 'Ben Affleck', 'Al Pacino', 'Anthony Hopkins', 'Art Carney', 'James Rebhorn', 'Claire Forlani', 'George Burns', 'Gabrielle Anwar', 'Lee Strasberg']]
Predicted Ans:    Gabrielle Anwar
Predicted Path:   Midnight Run --[directed_by]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Path (Raw):       Midnight Run --[directed_by]--> Martin Brest --[(INV) directed_by]--> Scent of a Woman --[starred_actors]--> Gabrielle Anwar
Neg LogProb(↓):   0.432489
Path Entropy(↓):  1.088680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film castle on the hudson are directed by who
Start Entity:     Castle on the Hudson
Gold Answer:      [['Sam Wood', 'Tay Garnett', 'Delmer Daves', 'Bob Rafelson', 'Jean Negulesco', 'Martin Campbell', 'Busby Berkeley', 'Lewis Milestone', 'Billy Wilder', 'Raoul Walsh', 'Vincent Sherman', 'Michael Curtiz', 'Anatole Litvak', 'David Miller', 'Leos Carax', 'Robert Rossen', 'Archie Mayo', 'Abraham Polonsky', 'Joseph Losey', 'John Berry', 'Victor Fleming', 'William Keighley', 'Irving Reis', 'Ted Tetzlaff', 'Lloyd Bacon', 'Howard Hawks']]
Predicted Ans:    Billy Wilder
Predicted Path:   Castle on the Hudson --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Path (Raw):       Castle on the Hudson --[starred_actors]--> Pat O'Brien --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.337791
Path Entropy(↓):  0.924246
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie the return of a man called horse
Start Entity:     The Return of a Man Called Horse
Gold Answer:      [['1970', '1954', '1992', '1993', '1967', '1974', '1977', '1963', '1939', '1951', '2010', '1973', '1995', '1976', '1971', '2001', '1990', '2002', '1981', '1934', '1978', '1964', '1997', '1965']]
Predicted Ans:    1967
Predicted Path:   The Return of a Man Called Horse --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[release_year]--> 1967
Path (Raw):       The Return of a Man Called Horse --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> Caprice --[release_year]--> 1967
Neg LogProb(↓):   0.834987
Path Entropy(↓):  1.733027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by larry gross
Start Entity:     Larry Gross
Gold Answer:      [['1982', '1984']]
Predicted Ans:    1982
Predicted Path:   Larry Gross --[(INV) written_by]--> 48 Hrs. --[release_year]--> 1982
Path (Raw):       Larry Gross --[No Operation]--> Larry Gross --[(INV) written_by]--> 48 Hrs. --[release_year]--> 1982
Neg LogProb(↓):   0.014817
Path Entropy(↓):  0.076700
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is beneath the 12 - mile reef in
Start Entity:     Beneath the 12-Mile Reef
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Beneath the 12-Mile Reef --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Path (Raw):       Beneath the 12-Mile Reef --[has_genre]--> Adventure --[(INV) has_genre]--> Queen of the Amazons --[has_genre]--> Adventure
Neg LogProb(↓):   1.065814
Path Entropy(↓):  1.994760
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of wishmaster is also the director of which films
Start Entity:     Wishmaster
Gold Answer:      [['The Rage']]
Predicted Ans:    The Rage
Predicted Path:   Wishmaster --[directed_by]--> Robert Kurtzman --[(INV) directed_by]--> The Rage
Path (Raw):       Wishmaster --[directed_by]--> Robert Kurtzman --[(INV) directed_by]--> The Rage --[No Operation]--> The Rage
Neg LogProb(↓):   0.220147
Path Entropy(↓):  0.497058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in drive hard
Start Entity:     Drive Hard
Gold Answer:      [['Scott Phillips', 'Savage Steve Holland', 'Carol Sobieski', 'Guy Bolton', 'Marcelle Maurette', 'Kevin Wade', 'Peter McCarthy', 'John Cusack', 'Peter Tolan', 'Ulli Lommel', 'Roland Emmerich', 'Lee Daniels', 'Michael Cooney', 'Ben Livingston', 'Hannah Shakespeare', 'James Russo', 'Alan Parker', 'Charlie Kaufman', 'Bruce Wagner', 'Jim Thompson', 'Gary David Goldberg', 'Claire Cook', 'Richard Matheson', 'John Grisham', 'Ramón Menéndez', 'John Berendt', 'Tom Musca', 'Mark Bowden', 'Robert Benton', 'Richard Russo', 'T. Coraghessan Boyle', 'Edgar Allan Poe', 'Marc Klein', 'Cameron Crowe', 'Jonathan Roberts', 'Billy Crystal', "Morgan O'Neill", 'Donald E. Westlake', 'Bill Fishman', 'Scott Walker', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Dibakar Banerjee', 'David Grovic', 'Paul Conway', 'Nick Hornby']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Drive Hard --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       Drive Hard --[starred_actors]--> John Cusack --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.541432
Path Entropy(↓):  1.881094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the facts of life starred who
Start Entity:     The Facts of Life
Gold Answer:      [['Bing Crosby', 'June Allyson', 'Madeleine Carroll', 'Glynis Johns', 'Angela Lansbury', 'Cary Grant', 'Buster Keaton', 'Basil Rathbone', 'David Wayne', 'Michael Crawford', 'Myrna Loy', 'Bob Hope', 'Joan Collins', 'Dick Powell', 'Zero Mostel', 'Glenda Jackson', 'Virna Lisi', 'Dorothy Lamour', 'K Callan', 'Gig Young', 'Danny Kaye', 'Tony Curtis', 'Mai Zetterling', 'George C. Scott', 'Torin Thatcher', 'David Burns', 'George Segal', 'Gina Lollobrigida', 'Paul Sorvino', 'Phil Silvers', 'Rock Hudson']]
Predicted Ans:    Buster Keaton
Predicted Path:   The Facts of Life --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Path (Raw):       The Facts of Life --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.394365
Path Entropy(↓):  1.071869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by jonathan mostow released
Start Entity:     Jonathan Mostow
Gold Answer:      [['2000', '1997']]
Predicted Ans:    2000
Predicted Path:   Jonathan Mostow --[(INV) written_by]--> U-571 --[release_year]--> 2000
Path (Raw):       Jonathan Mostow --[No Operation]--> Jonathan Mostow --[(INV) written_by]--> U-571 --[release_year]--> 2000
Neg LogProb(↓):   0.041200
Path Entropy(↓):  0.169107
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies written by john fante
Start Entity:     John Fante
Gold Answer:      [['Drama']]
Predicted Ans:    good
Predicted Path:   John Fante --[(INV) written_by]--> The Reluctant Saint --[has_imdb_rating]--> good
Path (Raw):       John Fante --[No Operation]--> John Fante --[(INV) written_by]--> The Reluctant Saint --[has_imdb_rating]--> good
Neg LogProb(↓):   0.002926
Path Entropy(↓):  0.023427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed the movie the great northfield minnesota raid
Start Entity:     The Great Northfield Minnesota Raid
Gold Answer:      [['Philip Kaufman']]
Predicted Ans:    Philip Kaufman
Predicted Path:   The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Wanderers --[directed_by]--> Philip Kaufman
Path (Raw):       The Great Northfield Minnesota Raid --[directed_by]--> Philip Kaufman --[(INV) directed_by]--> The Wanderers --[directed_by]--> Philip Kaufman
Neg LogProb(↓):   0.859569
Path Entropy(↓):  1.081445
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by frank craven were in which genres
Start Entity:     Frank Craven
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Frank Craven --[(INV) written_by]--> Our Town --[has_genre]--> Drama
Path (Raw):       Frank Craven --[No Operation]--> Frank Craven --[(INV) written_by]--> Our Town --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of annie hall
Start Entity:     Annie Hall
Gold Answer:      [['Portuguese', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Annie Hall --[directed_by]--> Woody Allen --[(INV) directed_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Annie Hall --[directed_by]--> Woody Allen --[(INV) directed_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.000457
Path Entropy(↓):  0.004506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie al otro lado
Start Entity:     Al otro lado
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Al otro lado --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Al otro lado --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   3.445301
Path Entropy(↓):  4.632237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor sakke jarvenpaa co - starred with who
Start Entity:     Sakke Järvenpää
Gold Answer:      [['Kari Heiskanen', 'Asmo Hurula', 'Timo Eränkö']]
Predicted Ans:    Timo Eränkö
Predicted Path:   Sakke Järvenpää --[(INV) starred_actors]--> Calamari Union --[starred_actors]--> Timo Eränkö
Path (Raw):       Sakke Järvenpää --[No Operation]--> Sakke Järvenpää --[(INV) starred_actors]--> Calamari Union --[starred_actors]--> Timo Eränkö
Neg LogProb(↓):   0.088151
Path Entropy(↓):  0.309868
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed kitchen party
Start Entity:     Kitchen Party
Gold Answer:      [['2000']]
Predicted Ans:    1997
Predicted Path:   Kitchen Party --[directed_by]--> Gary Burns --[(INV) directed_by]--> Kitchen Party --[release_year]--> 1997
Path (Raw):       Kitchen Party --[directed_by]--> Gary Burns --[(INV) directed_by]--> Kitchen Party --[release_year]--> 1997
Neg LogProb(↓):   0.048041
Path Entropy(↓):  0.189328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie grand isle, when was it released
Start Entity:     Grand Isle
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Grand Isle --[release_year]--> 1991 --[(INV) release_year]--> Cool as Ice --[release_year]--> 1991
Path (Raw):       Grand Isle --[release_year]--> 1991 --[(INV) release_year]--> Cool as Ice --[release_year]--> 1991
Neg LogProb(↓):   2.582456
Path Entropy(↓):  3.802364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the animal kingdom
Start Entity:     The Animal Kingdom
Gold Answer:      [['Ann Harding', 'Myrna Loy', 'William Gargan', 'Leslie Howard']]
Predicted Ans:    Leslie Howard
Predicted Path:   The Animal Kingdom --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Of Human Bondage --[starred_actors]--> Leslie Howard
Path (Raw):       The Animal Kingdom --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Of Human Bondage --[starred_actors]--> Leslie Howard
Neg LogProb(↓):   0.164538
Path Entropy(↓):  0.575093
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by holly hunter release
Start Entity:     Holly Hunter
Gold Answer:      [['1995', '1998', '1997', '2003', '2005', '1989', '1993', '1991', '1996', '2004', '1982', '1987', '2012', '2013']]
Predicted Ans:    2012
Predicted Path:   Holly Hunter --[(INV) starred_actors]--> Won't Back Down --[release_year]--> 2012
Path (Raw):       Holly Hunter --[No Operation]--> Holly Hunter --[(INV) starred_actors]--> Won't Back Down --[release_year]--> 2012
Neg LogProb(↓):   1.184306
Path Entropy(↓):  2.180000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of aaron mcgruder
Start Entity:     Aaron McGruder
Gold Answer:      [['John Ridley']]
Predicted Ans:    John Ridley
Predicted Path:   Aaron McGruder --[(INV) written_by]--> Red Tails --[written_by]--> John Ridley
Path (Raw):       Aaron McGruder --[No Operation]--> Aaron McGruder --[(INV) written_by]--> Red Tails --[written_by]--> John Ridley
Neg LogProb(↓):   0.004563
Path Entropy(↓):  0.029091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by george peppard
Start Entity:     George Peppard
Gold Answer:      [['Basilio Franchina', 'William Humphrey', 'David Pursall', 'Jack Seddon', 'Harold Robbins', 'Marvin H. Albert', 'Douglas Heyes', 'Leo Gordon', 'Truman Capote', 'Ben Barzman', 'Gerald Hanley']]
Predicted Ans:    Leo Gordon
Predicted Path:   George Peppard --[(INV) starred_actors]--> Tobruk --[written_by]--> Leo Gordon
Path (Raw):       George Peppard --[No Operation]--> George Peppard --[(INV) starred_actors]--> Tobruk --[written_by]--> Leo Gordon
Neg LogProb(↓):   0.031692
Path Entropy(↓):  0.169773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by jamie hewlett release
Start Entity:     Jamie Hewlett
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Jamie Hewlett --[(INV) written_by]--> Tank Girl --[release_year]--> 1995
Path (Raw):       Jamie Hewlett --[No Operation]--> Jamie Hewlett --[(INV) written_by]--> Tank Girl --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of wim wenders acted films
Start Entity:     Wim Wenders
Gold Answer:      [['1982', '2014']]
Predicted Ans:    2014
Predicted Path:   Wim Wenders --[(INV) starred_actors]--> The Salt of the Earth --[release_year]--> 2014
Path (Raw):       Wim Wenders --[No Operation]--> Wim Wenders --[(INV) starred_actors]--> The Salt of the Earth --[release_year]--> 2014
Neg LogProb(↓):   0.313215
Path Entropy(↓):  0.585263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by giuseppe de santis
Start Entity:     Giuseppe De Santis
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Giuseppe De Santis --[(INV) directed_by]--> Bitter Rice --[in_language]--> Italian
Path (Raw):       Giuseppe De Santis --[No Operation]--> Giuseppe De Santis --[(INV) directed_by]--> Bitter Rice --[in_language]--> Italian
Neg LogProb(↓):   0.000023
Path Entropy(↓):  0.000271
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in move over, darling also appears in which movies
Start Entity:     Move Over, Darling
Gold Answer:      [['The Fan', 'Victor Victoria', 'The Notebook', "Murphy's Romance", 'The Man Who Knew Too Much', 'Duel at Diablo', 'The Americanization of Emily', 'Skin Game', 'The Glass Bottom Boat', 'Mister Buddwing', 'The Wheeler Dealers', 'Young Man with a Horn', "Boys' Night Out", 'Tank', 'Kisses for My President', 'The Great Escape', 'The Pajama Game', 'Starlift', 'Sayonara', 'The Winning Team', 'Storm Warning', 'The Castaway Cowboy', 'Love Me or Leave Me', 'Support Your Local Sheriff!', "Please Don't Eat the Daisies", 'Grand Prix', 'Maverick', 'My Fellow Americans', 'The Caretakers', 'They Only Kill Their Masters', 'With Six You Get Eggroll', 'That Touch of Mink', 'Up Periscope', "Billy Rose's Jumbo", 'Romance on the High Seas', 'Pillow Talk', 'Young at Heart', 'Cape Fear', 'April in Paris', 'The Tunnel of Love', 'Calamity Jane', 'Julie', 'Dead Silence', 'Where Were You When the Lights Went Out?', 'It Happened to Jane', '36 Hours', 'The West Point Story', 'Midnight Lace', 'One Little Indian', 'Space Cowboys', 'The Thrill of It All', "It's a Great Feeling", 'Cry-Baby', 'Marlowe', 'Support Your Local Gunfighter', "Teacher's Pet", 'Lover Come Back', 'Barbarians at the Gate', "The Children's Hour", 'Do Not Disturb', 'Caprice', 'Send Me No Flowers', 'A Man Called Sledge', 'Hour of the Gun', "Darby's Rangers", 'Sunset']]
Predicted Ans:    Please Don't Eat the Daisies
Predicted Path:   Move Over, Darling --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies
Path (Raw):       Move Over, Darling --[starred_actors]--> Doris Day --[No Operation]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies
Neg LogProb(↓):   1.426802
Path Entropy(↓):  2.407690
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the dark backward were released in which years
Start Entity:     The Dark Backward
Gold Answer:      [['2011', '2007']]
Predicted Ans:    2011
Predicted Path:   The Dark Backward --[written_by]--> Adam Rifkin --[(INV) written_by]--> Chillerama --[release_year]--> 2011
Path (Raw):       The Dark Backward --[written_by]--> Adam Rifkin --[(INV) written_by]--> Chillerama --[release_year]--> 2011
Neg LogProb(↓):   0.004013
Path Entropy(↓):  0.029820
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie i think i love my wife
Start Entity:     I Think I Love My Wife
Gold Answer:      [['Chris Rock', 'Mario Van Peebles', 'Damian Harris', 'Joel Schumacher', 'Neil LaBute', 'Robert Benton', 'Tamra Davis', 'Spike Lee', 'Paul Weitz', 'Quentin Tarantino', 'Dennis Dugan']]
Predicted Ans:    Damian Harris
Predicted Path:   I Think I Love My Wife --[starred_actors]--> Chris Rock --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Path (Raw):       I Think I Love My Wife --[starred_actors]--> Chris Rock --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Neg LogProb(↓):   0.395799
Path Entropy(↓):  1.065744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film love, rosie
Start Entity:     Love, Rosie
Gold Answer:      [['Cecelia Ahern', 'Juliette Towhidi']]
Predicted Ans:    Tim Firth
Predicted Path:   Love, Rosie --[written_by]--> Juliette Towhidi --[(INV) written_by]--> Calendar Girls --[written_by]--> Tim Firth
Path (Raw):       Love, Rosie --[written_by]--> Juliette Towhidi --[(INV) written_by]--> Calendar Girls --[written_by]--> Tim Firth
Neg LogProb(↓):   0.031831
Path Entropy(↓):  0.140465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote the sacrifice
Start Entity:     The Sacrifice
Gold Answer:      [['1946', '1975', '1964', '1997', '1972', '1966', '2002', '1961', '1956']]
Predicted Ans:    1964
Predicted Path:   The Sacrifice --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[release_year]--> 1964
Path (Raw):       The Sacrifice --[written_by]--> Andrei Tarkovsky --[(INV) written_by]--> The Killers --[release_year]--> 1964
Neg LogProb(↓):   1.546014
Path Entropy(↓):  2.441555
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie miss julie were in which languages
Start Entity:     Miss Julie
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Miss Julie --[directed_by]--> Alf Sjöberg --[(INV) directed_by]--> Barabbas --[in_language]--> Swedish
Path (Raw):       Miss Julie --[directed_by]--> Alf Sjöberg --[(INV) directed_by]--> Barabbas --[in_language]--> Swedish
Neg LogProb(↓):   0.074792
Path Entropy(↓):  0.270880
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in loins of punjab presents also appears in which movies
Start Entity:     Loins of Punjab Presents
Gold Answer:      [['The Terrorist', 'Office Space', 'Ankur', 'City of Joy']]
Predicted Ans:    Office Space
Predicted Path:   Loins of Punjab Presents --[starred_actors]--> Ajay Naidu --[(INV) starred_actors]--> Office Space
Path (Raw):       Loins of Punjab Presents --[starred_actors]--> Ajay Naidu --[No Operation]--> Ajay Naidu --[(INV) starred_actors]--> Office Space
Neg LogProb(↓):   0.831396
Path Entropy(↓):  1.522766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie miss sadie thompson were released in which years
Start Entity:     Miss Sadie Thompson
Gold Answer:      [['1946', '1954', '1944', '1959', '1967', '1941', '1968', '1939', '1957', '1947', '1948', '1972', '1990', '1989', '1942', '1940', '1955', '1949', '1997', '1966', '1950', '1965', '1945', '1952', '1958']]
Predicted Ans:    1949
Predicted Path:   Miss Sadie Thompson --[starred_actors]--> José Ferrer --[(INV) starred_actors]--> Whirlpool --[release_year]--> 1949
Path (Raw):       Miss Sadie Thompson --[starred_actors]--> José Ferrer --[(INV) starred_actors]--> Whirlpool --[release_year]--> 1949
Neg LogProb(↓):   1.564153
Path Entropy(↓):  1.531900
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of equilibrium starred who
Start Entity:     Equilibrium
Gold Answer:      [['Milla Jovovich', 'Cameron Bright']]
Predicted Ans:    Christian Bale
Predicted Path:   Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Equilibrium --[starred_actors]--> Christian Bale
Path (Raw):       Equilibrium --[directed_by]--> Kurt Wimmer --[(INV) directed_by]--> Equilibrium --[starred_actors]--> Christian Bale
Neg LogProb(↓):   0.000288
Path Entropy(↓):  0.002634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of the unborn
Start Entity:     The Unborn
Gold Answer:      [['1998', '2007', '1950', '1990', '2005', '1993', '1996', '1994', '2002', '2012', '2013']]
Predicted Ans:    2012
Predicted Path:   The Unborn --[written_by]--> David S. Goyer --[(INV) written_by]--> The Dark Knight Rises --[release_year]--> 2012
Path (Raw):       The Unborn --[written_by]--> David S. Goyer --[(INV) written_by]--> The Dark Knight Rises --[release_year]--> 2012
Neg LogProb(↓):   0.078754
Path Entropy(↓):  0.294895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was greg macgillivray the director for
Start Entity:     Greg MacGillivray
Gold Answer:      [['Coral Reef Adventure', 'The Living Sea', 'To the Arctic 3D']]
Predicted Ans:    Coral Reef Adventure
Predicted Path:   Greg MacGillivray --[(INV) directed_by]--> Coral Reef Adventure --[directed_by]--> Greg MacGillivray --[(INV) directed_by]--> Coral Reef Adventure
Path (Raw):       Greg MacGillivray --[(INV) directed_by]--> Coral Reef Adventure --[directed_by]--> Greg MacGillivray --[(INV) directed_by]--> Coral Reef Adventure
Neg LogProb(↓):   0.376711
Path Entropy(↓):  0.964901
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is who's that knocking at my door
Start Entity:     Who's That Knocking at My Door
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Who's That Knocking at My Door --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Who's That Knocking at My Door --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.435102
Path Entropy(↓):  4.655987
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films acted by jack hawkins in
Start Entity:     Jack Hawkins
Gold Answer:      [['Western', 'Drama', 'War', 'History', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Jack Hawkins --[(INV) starred_actors]--> Zulu --[has_genre]--> Crime
Path (Raw):       Jack Hawkins --[No Operation]--> Jack Hawkins --[(INV) starred_actors]--> Zulu --[has_genre]--> Crime
Neg LogProb(↓):   0.484577
Path Entropy(↓):  0.781931
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the matchmaker fall under
Start Entity:     The Matchmaker
Gold Answer:      [['Drama', 'Thriller', 'Music', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   The Matchmaker --[written_by]--> John Michael Hayes --[(INV) written_by]--> To Catch a Thief --[has_genre]--> Thriller
Path (Raw):       The Matchmaker --[written_by]--> John Michael Hayes --[(INV) written_by]--> To Catch a Thief --[has_genre]--> Thriller
Neg LogProb(↓):   0.551880
Path Entropy(↓):  1.214396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by blues brothers 2000 actors
Start Entity:     Blues Brothers 2000
Gold Answer:      [['Italian', 'Japanese']]
Predicted Ans:    Italian
Predicted Path:   Blues Brothers 2000 --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Path (Raw):       Blues Brothers 2000 --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Loose Cannons --[in_language]--> Italian
Neg LogProb(↓):   0.032897
Path Entropy(↓):  0.146333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what eight crazy nights is about
Start Entity:     Eight Crazy Nights
Gold Answer:      [['adam sandler', 'jewish']]
Predicted Ans:    frank coraci
Predicted Path:   Eight Crazy Nights --[has_tags]--> adam sandler --[(INV) has_tags]--> The Wedding Singer --[has_tags]--> frank coraci
Path (Raw):       Eight Crazy Nights --[has_tags]--> adam sandler --[(INV) has_tags]--> The Wedding Singer --[has_tags]--> frank coraci
Neg LogProb(↓):   0.007388
Path Entropy(↓):  0.053882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the boom town director release
Start Entity:     Boom Town
Gold Answer:      [['1934', '1942', '1936', '1928', '1929', '1925', '1947', '2002', '1935', '1932', '1986', '1926', '1937', '1958', '1930', '1931']]
Predicted Ans:    1932
Predicted Path:   Boom Town --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[release_year]--> 1932
Path (Raw):       Boom Town --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[release_year]--> 1932
Neg LogProb(↓):   1.073950
Path Entropy(↓):  1.972007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film winchester'73
Start Entity:     Winchester '73
Gold Answer:      [['Borden Chase', 'Robert L. Richards']]
Predicted Ans:    Borden Chase
Predicted Path:   Winchester '73 --[written_by]--> Borden Chase --[(INV) written_by]--> Winchester '73 --[written_by]--> Borden Chase
Path (Raw):       Winchester '73 --[written_by]--> Borden Chase --[(INV) written_by]--> Winchester '73 --[written_by]--> Borden Chase
Neg LogProb(↓):   0.014074
Path Entropy(↓):  0.087683
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with alastair fothergill
Start Entity:     Alastair Fothergill
Gold Answer:      [['Mark Linfield', 'Keith Scholey', 'Deepa Mehta', 'Andy Byatt']]
Predicted Ans:    Mark Linfield
Predicted Path:   Alastair Fothergill --[(INV) directed_by]--> Earth --[directed_by]--> Mark Linfield
Path (Raw):       Alastair Fothergill --[No Operation]--> Alastair Fothergill --[(INV) directed_by]--> Earth --[directed_by]--> Mark Linfield
Neg LogProb(↓):   0.324620
Path Entropy(↓):  0.767772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did clarence greene write the story for
Start Entity:     Clarence Greene
Gold Answer:      [['Pillow Talk', 'The Oscar', 'The Well', 'The Thief', 'D.O.A.']]
Predicted Ans:    The Thief
Predicted Path:   Clarence Greene --[(INV) written_by]--> The Thief --[written_by]--> Clarence Greene --[(INV) written_by]--> The Thief
Path (Raw):       Clarence Greene --[(INV) written_by]--> The Thief --[written_by]--> Clarence Greene --[(INV) written_by]--> The Thief
Neg LogProb(↓):   0.030470
Path Entropy(↓):  0.154777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by frederick weller
Start Entity:     Frederick Weller
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Frederick Weller --[(INV) starred_actors]--> Stonewall --[has_genre]--> Comedy
Path (Raw):       Frederick Weller --[No Operation]--> Frederick Weller --[(INV) starred_actors]--> Stonewall --[has_genre]--> Comedy
Neg LogProb(↓):   0.391242
Path Entropy(↓):  0.629688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by william girdler released
Start Entity:     William Girdler
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   William Girdler --[(INV) directed_by]--> Day of the Animals --[release_year]--> 1977
Path (Raw):       William Girdler --[No Operation]--> William Girdler --[(INV) directed_by]--> Day of the Animals --[release_year]--> 1977
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by gaylen ross
Start Entity:     Gaylen Ross
Gold Answer:      [['James Gunn', 'George A. Romero']]
Predicted Ans:    James Gunn
Predicted Path:   Gaylen Ross --[(INV) starred_actors]--> Dawn of the Dead --[written_by]--> James Gunn
Path (Raw):       Gaylen Ross --[No Operation]--> Gaylen Ross --[(INV) starred_actors]--> Dawn of the Dead --[written_by]--> James Gunn
Neg LogProb(↓):   0.939013
Path Entropy(↓):  1.091317
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of khartoum
Start Entity:     Khartoum
Gold Answer:      [['1943', '1949', '1993', '1991']]
Predicted Ans:    1949
Predicted Path:   Khartoum --[written_by]--> Robert Ardrey --[(INV) written_by]--> Madame Bovary --[release_year]--> 1949
Path (Raw):       Khartoum --[written_by]--> Robert Ardrey --[(INV) written_by]--> Madame Bovary --[release_year]--> 1949
Neg LogProb(↓):   0.658848
Path Entropy(↓):  0.960772
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did vladan nikolic direct
Start Entity:     Vladan Nikolic
Gold Answer:      [['Love']]
Predicted Ans:    The Signal
Predicted Path:   Vladan Nikolic --[(INV) directed_by]--> Love --[directed_by]--> William Eubank --[(INV) directed_by]--> The Signal
Path (Raw):       Vladan Nikolic --[(INV) directed_by]--> Love --[directed_by]--> William Eubank --[(INV) directed_by]--> The Signal
Neg LogProb(↓):   0.913525
Path Entropy(↓):  1.531290
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the mothman prophecies
Start Entity:     The Mothman Prophecies
Gold Answer:      [['Nicholas Jarecki', 'Richard Price', 'Douglas Day Stewart', 'Myla Goldberg', 'Josann McGibbon', 'Sara Parriott', 'François Truffaut', 'Claude Sautet', 'Nicholas Sparks', 'Daniel Vigne', 'William Broyles Jr.', 'Jim McBride', 'Robert King', 'Richard Ayoade', 'Susan Butler', 'Anna Hamilton Phelan', 'Mary S. Lovell', 'Naomi Foner', 'Ronald Bass', 'Francis Ford Coppola', 'Wesley Strick', 'David Himmelstein', 'Paul Schrader', 'Allison Burnett', 'Alvin Sargent', 'William Kennedy', 'Michael Brandt', 'Terrence Malick', 'Karl Mueller', 'William Diehl', 'Claude Chabrol']]
Predicted Ans:    Nicholas Jarecki
Predicted Path:   The Mothman Prophecies --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Arbitrage --[written_by]--> Nicholas Jarecki
Path (Raw):       The Mothman Prophecies --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Arbitrage --[written_by]--> Nicholas Jarecki
Neg LogProb(↓):   0.506738
Path Entropy(↓):  1.361129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the look of love
Start Entity:     The Look of Love
Gold Answer:      [['2009', '2008', '2005', '2004', '2002', '2012', '2013']]
Predicted Ans:    2008
Predicted Path:   The Look of Love --[starred_actors]--> Steve Coogan --[(INV) starred_actors]--> Hamlet 2 --[release_year]--> 2008
Path (Raw):       The Look of Love --[starred_actors]--> Steve Coogan --[(INV) starred_actors]--> Hamlet 2 --[release_year]--> 2008
Neg LogProb(↓):   0.648954
Path Entropy(↓):  1.219839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with jorma taccone
Start Entity:     Jorma Taccone
Gold Answer:      [['Bill Hader', 'Andy Samberg', 'Danny McBride']]
Predicted Ans:    Bill Hader
Predicted Path:   Jorma Taccone --[(INV) starred_actors]--> Hot Rod --[starred_actors]--> Bill Hader
Path (Raw):       Jorma Taccone --[No Operation]--> Jorma Taccone --[(INV) starred_actors]--> Hot Rod --[starred_actors]--> Bill Hader
Neg LogProb(↓):   0.370519
Path Entropy(↓):  0.664519
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter roger vercel
Start Entity:     Roger Vercel
Gold Answer:      [['Michèle Morgan', 'Jean Gabin', 'Madeleine Renaud']]
Predicted Ans:    Jean Gabin
Predicted Path:   Roger Vercel --[(INV) written_by]--> Stormy Waters --[starred_actors]--> Jean Gabin
Path (Raw):       Roger Vercel --[No Operation]--> Roger Vercel --[(INV) written_by]--> Stormy Waters --[starred_actors]--> Jean Gabin
Neg LogProb(↓):   0.038802
Path Entropy(↓):  0.188028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for walking and talking
Start Entity:     Walking and Talking
Gold Answer:      [['Nicole Holofcener']]
Predicted Ans:    Nicole Holofcener
Predicted Path:   Walking and Talking --[written_by]--> Nicole Holofcener --[(INV) written_by]--> Please Give --[written_by]--> Nicole Holofcener
Path (Raw):       Walking and Talking --[written_by]--> Nicole Holofcener --[(INV) written_by]--> Please Give --[written_by]--> Nicole Holofcener
Neg LogProb(↓):   0.001924
Path Entropy(↓):  0.014029
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of tassos boulmetis written films
Start Entity:     Tassos Boulmetis
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice --[release_year]--> 2003
Path (Raw):       Tassos Boulmetis --[No Operation]--> Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice --[release_year]--> 2003
Neg LogProb(↓):   0.006396
Path Entropy(↓):  0.038686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by clare bowen
Start Entity:     Clare Bowen
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Clare Bowen --[(INV) starred_actors]--> Dead Man's Burden --[release_year]--> 2012
Path (Raw):       Clare Bowen --[No Operation]--> Clare Bowen --[(INV) starred_actors]--> Dead Man's Burden --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film beyond a reasonable doubt released
Start Entity:     Beyond a Reasonable Doubt
Gold Answer:      [['2009']]
Predicted Ans:    1956
Predicted Path:   Beyond a Reasonable Doubt --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Path (Raw):       Beyond a Reasonable Doubt --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Neg LogProb(↓):   2.317416
Path Entropy(↓):  3.806713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film two lives
Start Entity:     Two Lives
Gold Answer:      [['1968', '1976', '1978', '1966', '1972', '1990', '1971', '1973', '2011', '1937']]
Predicted Ans:    2012
Predicted Path:   Two Lives --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Path (Raw):       Two Lives --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[release_year]--> 2012
Neg LogProb(↓):   0.380103
Path Entropy(↓):  1.138387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in downstairs
Start Entity:     Downstairs
Gold Answer:      [['Leonid Andreyev', 'Michael Arlen', 'Victor Sjöström', 'Bess Meredyth']]
Predicted Ans:    Victor Sjöström
Predicted Path:   Downstairs --[starred_actors]--> John Gilbert --[(INV) starred_actors]--> He Who Gets Slapped --[written_by]--> Victor Sjöström
Path (Raw):       Downstairs --[starred_actors]--> John Gilbert --[(INV) starred_actors]--> He Who Gets Slapped --[written_by]--> Victor Sjöström
Neg LogProb(↓):   0.025381
Path Entropy(↓):  0.128858
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film may
Start Entity:     May
Gold Answer:      [['1995', '1998', '1997', '2009', '2001', '2008', '2003', '2005', '2010', '2006', '2011', '2013', '2007']]
Predicted Ans:    1998
Predicted Path:   May --[starred_actors]--> Jeremy Sisto --[(INV) starred_actors]--> Without Limits --[release_year]--> 1998
Path (Raw):       May --[starred_actors]--> Jeremy Sisto --[(INV) starred_actors]--> Without Limits --[release_year]--> 1998
Neg LogProb(↓):   0.597905
Path Entropy(↓):  1.115478
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was harold lamb the writer of
Start Entity:     Harold Lamb
Gold Answer:      [['The Buccaneer', 'Samson and Delilah']]
Predicted Ans:    The Buccaneer
Predicted Path:   Harold Lamb --[(INV) written_by]--> The Buccaneer --[written_by]--> Lyle Saxon --[(INV) written_by]--> The Buccaneer
Path (Raw):       Harold Lamb --[(INV) written_by]--> The Buccaneer --[written_by]--> Lyle Saxon --[(INV) written_by]--> The Buccaneer
Neg LogProb(↓):   2.133095
Path Entropy(↓):  2.295565
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of billu also wrote which films
Start Entity:     Billu
Gold Answer:      [['De Dana Dan']]
Predicted Ans:    Billu
Predicted Path:   Billu --[written_by]--> Priyadarshan --[(INV) written_by]--> Billu
Path (Raw):       Billu --[written_by]--> Priyadarshan --[(INV) written_by]--> Billu --[No Operation]--> Billu
Neg LogProb(↓):   0.559999
Path Entropy(↓):  0.724025
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies whose directors also directed taken 2
Start Entity:     Taken 2
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Taken 2 --[directed_by]--> Olivier Megaton --[(INV) directed_by]--> Taken 3 --[has_genre]--> Thriller
Path (Raw):       Taken 2 --[directed_by]--> Olivier Megaton --[(INV) directed_by]--> Taken 3 --[has_genre]--> Thriller
Neg LogProb(↓):   0.375629
Path Entropy(↓):  0.622561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the parent trap
Start Entity:     The Parent Trap
Gold Answer:      [['1998']]
Predicted Ans:    1961
Predicted Path:   The Parent Trap --[release_year]--> 1961 --[(INV) release_year]--> The Errand Boy --[release_year]--> 1961
Path (Raw):       The Parent Trap --[release_year]--> 1961 --[(INV) release_year]--> The Errand Boy --[release_year]--> 1961
Neg LogProb(↓):   2.346704
Path Entropy(↓):  3.925787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by anne sundberg
Start Entity:     Anne Sundberg
Gold Answer:      [['Ricki Stern']]
Predicted Ans:    Ricki Stern
Predicted Path:   Anne Sundberg --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Path (Raw):       Anne Sundberg --[No Operation]--> Anne Sundberg --[(INV) directed_by]--> The Devil Came on Horseback --[directed_by]--> Ricki Stern
Neg LogProb(↓):   0.329064
Path Entropy(↓):  0.729277
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by mac and me writers release
Start Entity:     Mac and Me
Gold Answer:      [['1972', '2005', '1984', '1981']]
Predicted Ans:    1984
Predicted Path:   Mac and Me --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[release_year]--> 1984
Path (Raw):       Mac and Me --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[release_year]--> 1984
Neg LogProb(↓):   0.543355
Path Entropy(↓):  0.943938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with jack cowden
Start Entity:     Jack Cowden
Gold Answer:      [['Ricou Browning', 'Arthur Weiss']]
Predicted Ans:    Jack Cowden
Predicted Path:   Jack Cowden --[(INV) written_by]--> Flipper --[written_by]--> Jack Cowden
Path (Raw):       Jack Cowden --[No Operation]--> Jack Cowden --[(INV) written_by]--> Flipper --[written_by]--> Jack Cowden
Neg LogProb(↓):   1.440462
Path Entropy(↓):  1.593702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie miss violence starred who
Start Entity:     Miss Violence
Gold Answer:      [['Themis Panou']]
Predicted Ans:    Themis Panou
Predicted Path:   Miss Violence --[starred_actors]--> Themis Panou --[(INV) starred_actors]--> Miss Violence --[starred_actors]--> Themis Panou
Path (Raw):       Miss Violence --[starred_actors]--> Themis Panou --[(INV) starred_actors]--> Miss Violence --[starred_actors]--> Themis Panou
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of dark house
Start Entity:     Dark House
Gold Answer:      [['Re-Animator', 'Bride of Re-Animator', 'From Beyond', "Pee-wee's Big Adventure", 'Would You Rather', 'Beyond Re-Animator']]
Predicted Ans:    Dark House
Predicted Path:   Dark House --[starred_actors]--> Diane Salinger --[(INV) starred_actors]--> Dark House
Path (Raw):       Dark House --[starred_actors]--> Diane Salinger --[No Operation]--> Diane Salinger --[(INV) starred_actors]--> Dark House
Neg LogProb(↓):   0.239790
Path Entropy(↓):  0.665497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies directed by the city of ember director
Start Entity:     City of Ember
Gold Answer:      [['Comedy']]
Predicted Ans:    Fantasy
Predicted Path:   City of Ember --[directed_by]--> Gil Kenan --[(INV) directed_by]--> City of Ember --[has_genre]--> Fantasy
Path (Raw):       City of Ember --[directed_by]--> Gil Kenan --[(INV) directed_by]--> City of Ember --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000952
Path Entropy(↓):  0.007576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film just buried were in which genres
Start Entity:     Just Buried
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Animation
Predicted Path:   Just Buried --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> How to Train Your Dragon --[has_genre]--> Animation
Path (Raw):       Just Buried --[starred_actors]--> Jay Baruchel --[(INV) starred_actors]--> How to Train Your Dragon --[has_genre]--> Animation
Neg LogProb(↓):   0.631363
Path Entropy(↓):  1.248674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with olivier gourmet
Start Entity:     Olivier Gourmet
Gold Answer:      [['Jasmin Tabatabai', 'Magaly Solier']]
Predicted Ans:    Jasmin Tabatabai
Predicted Path:   Olivier Gourmet --[(INV) starred_actors]--> Altiplano --[starred_actors]--> Jasmin Tabatabai
Path (Raw):       Olivier Gourmet --[No Operation]--> Olivier Gourmet --[(INV) starred_actors]--> Altiplano --[starred_actors]--> Jasmin Tabatabai
Neg LogProb(↓):   0.000661
Path Entropy(↓):  0.005574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for lost in america
Start Entity:     Lost in America
Gold Answer:      [['Albert Brooks']]
Predicted Ans:    Albert Brooks
Predicted Path:   Lost in America --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[directed_by]--> Albert Brooks
Path (Raw):       Lost in America --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[directed_by]--> Albert Brooks
Neg LogProb(↓):   0.115826
Path Entropy(↓):  0.463538
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the rose tattoo
Start Entity:     The Rose Tattoo
Gold Answer:      [['The Professionals', 'Vengeance Valley', 'Local Hero', 'Tough Guys', 'Gunfight at the O.K. Corral', 'The Killers', 'The Scalphunters', 'Vera Cruz', 'The Man in the Gray Flannel Suit', 'Sweet Smell of Success', 'The Fugitive Kind', 'From Here to Eternity', "Ulzana's Raid", 'Rome, Open City', 'Castle Keep', 'Apache', 'Sorry, Wrong Number', 'The Leopard', 'The Swimmer', 'Seven Days in May', 'The Secret of Santa Vittoria', 'A Child Is Waiting', 'Come Back, Little Sheba', 'Conversation Piece', 'Criss Cross', 'The Young Savages', 'Birdman of Alcatraz', 'The Rainmaker', 'The Kentuckian', 'Scorpio', 'The Island of Dr. Moreau', 'Atlantic City', 'Brute Force', 'The Gypsy Moths', 'Judgment at Nuremberg', 'The Unforgiven', 'Elmer Gantry', 'The Train', 'Wild Is the Wind', 'Go Tell the Spartans', 'Valdez Is Coming', 'Rocket Gibraltar', 'Trapeze', 'The Flame and the Arrow', 'The Crimson Pirate', 'Airport', 'The Hallelujah Trail', 'Lawman', "Twilight's Last Gleaming", 'The Golden Coach', 'Ten Tall Men', 'Mister 880']]
Predicted Ans:    The Train
Predicted Path:   The Rose Tattoo --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Train
Path (Raw):       The Rose Tattoo --[starred_actors]--> Burt Lancaster --[No Operation]--> Burt Lancaster --[(INV) starred_actors]--> The Train
Neg LogProb(↓):   0.994614
Path Entropy(↓):  1.992046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie holy motors were in which genres
Start Entity:     Holy Motors
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Holy Motors --[starred_actors]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Holy Motors --[starred_actors]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.367988
Path Entropy(↓):  0.658437
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by roberto rossellini
Start Entity:     Roberto Rossellini
Gold Answer:      [['Pier Paolo Pasolini', 'Colette', 'Ugo Gregoretti', 'Federico Fellini']]
Predicted Ans:    Roberto Rossellini
Predicted Path:   Roberto Rossellini --[(INV) directed_by]--> Stromboli --[written_by]--> Roberto Rossellini
Path (Raw):       Roberto Rossellini --[No Operation]--> Roberto Rossellini --[(INV) directed_by]--> Stromboli --[written_by]--> Roberto Rossellini
Neg LogProb(↓):   0.669276
Path Entropy(↓):  0.880942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films directed by anders nilsson fall under
Start Entity:     Anders Nilsson
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Anders Nilsson --[(INV) directed_by]--> Executive Protection --[has_genre]--> Action
Path (Raw):       Anders Nilsson --[No Operation]--> Anders Nilsson --[(INV) directed_by]--> Executive Protection --[has_genre]--> Action
Neg LogProb(↓):   0.002484
Path Entropy(↓):  0.017566
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by baby boy actors
Start Entity:     Baby Boy
Gold Answer:      [['Kasi Lemmons', 'Brad Furman', 'Scott Stewart', 'Michael Bay', 'John Singleton']]
Predicted Ans:    Scott Stewart
Predicted Path:   Baby Boy --[starred_actors]--> Tyrese Gibson --[(INV) starred_actors]--> Legion --[directed_by]--> Scott Stewart
Path (Raw):       Baby Boy --[starred_actors]--> Tyrese Gibson --[(INV) starred_actors]--> Legion --[directed_by]--> Scott Stewart
Neg LogProb(↓):   0.448029
Path Entropy(↓):  0.744230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in i - see - you. com
Start Entity:     I-See-You.Com
Gold Answer:      [['Rosanna Arquette', 'Beau Bridges']]
Predicted Ans:    Beau Bridges
Predicted Path:   I-See-You.Com --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> Heart Like a Wheel --[starred_actors]--> Beau Bridges
Path (Raw):       I-See-You.Com --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> Heart Like a Wheel --[starred_actors]--> Beau Bridges
Neg LogProb(↓):   0.256391
Path Entropy(↓):  0.731106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of ten seconds to hell
Start Entity:     Ten Seconds to Hell
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Ten Seconds to Hell --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Ten Seconds to Hell --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   0.952878
Path Entropy(↓):  2.343244
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed central station
Start Entity:     Central Station
Gold Answer:      [['1998', '1939', '2001', '2008', '2005', '2004', '1996', '2006', '2002', '2012']]
Predicted Ans:    2006
Predicted Path:   Central Station --[directed_by]--> Walter Salles --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       Central Station --[directed_by]--> Walter Salles --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.570066
Path Entropy(↓):  1.320406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the phenix city story are directed by who
Start Entity:     The Phenix City Story
Gold Answer:      [['William A. Wellman', 'Richard Brooks', 'Arnold Laven', 'Henry Levin']]
Predicted Ans:    Henry Levin
Predicted Path:   The Phenix City Story --[starred_actors]--> John McIntire --[(INV) starred_actors]--> The President's Lady --[directed_by]--> Henry Levin
Path (Raw):       The Phenix City Story --[starred_actors]--> John McIntire --[(INV) starred_actors]--> The President's Lady --[directed_by]--> Henry Levin
Neg LogProb(↓):   0.277059
Path Entropy(↓):  0.776947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the glass web were in which genres
Start Entity:     The Glass Web
Gold Answer:      [['Drama', 'Horror', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   The Glass Web --[directed_by]--> Jack Arnold --[(INV) directed_by]--> No Name on the Bullet --[has_genre]--> Western
Path (Raw):       The Glass Web --[directed_by]--> Jack Arnold --[(INV) directed_by]--> No Name on the Bullet --[has_genre]--> Western
Neg LogProb(↓):   0.205326
Path Entropy(↓):  0.642259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie boom town, when was it released
Start Entity:     Boom Town
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Boom Town --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Path (Raw):       Boom Town --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Neg LogProb(↓):   1.623532
Path Entropy(↓):  3.254761
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film a royal affair starred which actors
Start Entity:     A Royal Affair
Gold Answer:      [['Mads Mikkelsen', 'Alicia Vikander']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   A Royal Affair --[starred_actors]--> Mads Mikkelsen --[(INV) starred_actors]--> The Green Butchers --[starred_actors]--> Mads Mikkelsen
Path (Raw):       A Royal Affair --[starred_actors]--> Mads Mikkelsen --[(INV) starred_actors]--> The Green Butchers --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.266596
Path Entropy(↓):  0.800888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of chromophobia is also the director of which movies
Start Entity:     Chromophobia
Gold Answer:      [['Onegin']]
Predicted Ans:    Onegin
Predicted Path:   Chromophobia --[directed_by]--> Martha Fiennes --[(INV) directed_by]--> Onegin
Path (Raw):       Chromophobia --[directed_by]--> Martha Fiennes --[(INV) directed_by]--> Onegin --[No Operation]--> Onegin
Neg LogProb(↓):   0.129559
Path Entropy(↓):  0.406897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in robocop 3
Start Entity:     RoboCop 3
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   RoboCop 3 --[starred_actors]--> Robert John Burke --[(INV) starred_actors]--> Safe --[in_language]--> Russian
Path (Raw):       RoboCop 3 --[starred_actors]--> Robert John Burke --[(INV) starred_actors]--> Safe --[in_language]--> Russian
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the wrath of god
Start Entity:     The Wrath of God
Gold Answer:      [['Ralph Nelson']]
Predicted Ans:    Ralph Nelson
Predicted Path:   The Wrath of God --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Soldier Blue --[directed_by]--> Ralph Nelson
Path (Raw):       The Wrath of God --[directed_by]--> Ralph Nelson --[(INV) directed_by]--> Soldier Blue --[directed_by]--> Ralph Nelson
Neg LogProb(↓):   0.477214
Path Entropy(↓):  0.797713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by mephisto actors release
Start Entity:     Mephisto
Gold Answer:      [['1973', '1985', '1988', '1991']]
Predicted Ans:    1973
Predicted Path:   Mephisto --[starred_actors]--> Klaus Maria Brandauer --[(INV) starred_actors]--> White Fang --[release_year]--> 1973
Path (Raw):       Mephisto --[starred_actors]--> Klaus Maria Brandauer --[(INV) starred_actors]--> White Fang --[release_year]--> 1973
Neg LogProb(↓):   0.335241
Path Entropy(↓):  0.852957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in biloxi blues
Start Entity:     Biloxi Blues
Gold Answer:      [['Cantonese', 'Japanese', 'French', 'Russian']]
Predicted Ans:    Cantonese
Predicted Path:   Biloxi Blues --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Path (Raw):       Biloxi Blues --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[in_language]--> Cantonese
Neg LogProb(↓):   0.467419
Path Entropy(↓):  0.685405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by paul wernick
Start Entity:     Paul Wernick
Gold Answer:      [['Ruben Fleischer']]
Predicted Ans:    Ruben Fleischer
Predicted Path:   Paul Wernick --[(INV) written_by]--> Zombieland --[directed_by]--> Ruben Fleischer
Path (Raw):       Paul Wernick --[No Operation]--> Paul Wernick --[(INV) written_by]--> Zombieland --[directed_by]--> Ruben Fleischer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by marcel moussy were directed by who
Start Entity:     Marcel Moussy
Gold Answer:      [['François Truffaut']]
Predicted Ans:    François Truffaut
Predicted Path:   Marcel Moussy --[(INV) written_by]--> The 400 Blows --[directed_by]--> François Truffaut
Path (Raw):       Marcel Moussy --[No Operation]--> Marcel Moussy --[(INV) written_by]--> The 400 Blows --[directed_by]--> François Truffaut
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie new jack city
Start Entity:     New Jack City
Gold Answer:      [['Mario Van Peebles', 'Melvin Van Peebles', 'William Roberts', 'Christopher Knopf']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   New Jack City --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[written_by]--> Mario Van Peebles
Path (Raw):       New Jack City --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[written_by]--> Mario Van Peebles
Neg LogProb(↓):   0.127801
Path Entropy(↓):  0.473865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie betsy's wedding are written by who
Start Entity:     Betsy's Wedding
Gold Answer:      [['Alan Alda']]
Predicted Ans:    Alan Alda
Predicted Path:   Betsy's Wedding --[directed_by]--> Alan Alda --[(INV) directed_by]--> Betsy's Wedding --[written_by]--> Alan Alda
Path (Raw):       Betsy's Wedding --[directed_by]--> Alan Alda --[(INV) directed_by]--> Betsy's Wedding --[written_by]--> Alan Alda
Neg LogProb(↓):   0.129925
Path Entropy(↓):  0.413225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for dark command
Start Entity:     Dark Command
Gold Answer:      [['W.R. Burnett']]
Predicted Ans:    W.R. Burnett
Predicted Path:   Dark Command --[written_by]--> W.R. Burnett --[(INV) written_by]--> Nobody Lives Forever --[written_by]--> W.R. Burnett
Path (Raw):       Dark Command --[written_by]--> W.R. Burnett --[(INV) written_by]--> Nobody Lives Forever --[written_by]--> W.R. Burnett
Neg LogProb(↓):   0.006876
Path Entropy(↓):  0.046528
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of too late the hero
Start Entity:     Too Late the Hero
Gold Answer:      [['What Ever Happened to Baby Jane?', '...All the Marbles', 'The Killing of Sister George', 'Vera Cruz', "Ulzana's Raid", 'The Big Knife', 'Hustle', 'The Frisco Kid', 'Autumn Leaves', 'Ten Seconds to Hell', 'The Dirty Dozen', 'Attack', 'Kiss Me Deadly', 'The Flight of the Phoenix', 'Sodom and Gomorrah', '4 for Texas', 'The Last Sunset', 'The Legend of Lylah Clare', "Twilight's Last Gleaming"]]
Predicted Ans:    What Ever Happened to Baby Jane?
Predicted Path:   Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane?
Path (Raw):       Too Late the Hero --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[No Operation]--> What Ever Happened to Baby Jane?
Neg LogProb(↓):   0.216024
Path Entropy(↓):  0.804841
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in neptune's daughter
Start Entity:     Neptune's Daughter
Gold Answer:      [['Music', 'Biography', 'Musical', 'War', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Music
Predicted Path:   Neptune's Daughter --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Path (Raw):       Neptune's Daughter --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival --[has_genre]--> Music
Neg LogProb(↓):   0.838481
Path Entropy(↓):  1.478840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of the life and death of peter sellers
Start Entity:     The Life and Death of Peter Sellers
Gold Answer:      [['Stephen Hopkins']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[directed_by]--> Stephen Hopkins
Path (Raw):       The Life and Death of Peter Sellers --[directed_by]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.039544
Path Entropy(↓):  0.199610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by toshio masuda in
Start Entity:     Toshio Masuda
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Toshio Masuda --[(INV) directed_by]--> Rusty Knife --[in_language]--> Japanese
Path (Raw):       Toshio Masuda --[No Operation]--> Toshio Masuda --[(INV) directed_by]--> Rusty Knife --[in_language]--> Japanese
Neg LogProb(↓):   0.002478
Path Entropy(↓):  0.017333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was ruby released
Start Entity:     Ruby
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Ruby --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Ruby --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   1.603839
Path Entropy(↓):  3.478605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of night has a thousand eyes also wrote movies
Start Entity:     Night Has a Thousand Eyes
Gold Answer:      [['Rear Window', 'Mrs. Winterbourne', 'Mississippi Mermaid', 'The Big Clock', 'The Leopard Man', 'The Amazing Dr. Clitterhouse', 'Black Angel', 'The Unholy Wife', 'Hangover Square', 'The Window', 'The Man Who Could Cheat Death', 'Original Sin', 'Martha', 'Deadline at Dawn', 'No Man of Her Own', 'The War of the Worlds', 'The Lodger', 'The Bride Wore Black']]
Predicted Ans:    Mississippi Mermaid
Predicted Path:   Night Has a Thousand Eyes --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid
Path (Raw):       Night Has a Thousand Eyes --[written_by]--> Cornell Woolrich --[(INV) written_by]--> Mississippi Mermaid --[No Operation]--> Mississippi Mermaid
Neg LogProb(↓):   0.697593
Path Entropy(↓):  1.755383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film on deadly ground
Start Entity:     On Deadly Ground
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1979', '1974', '1984', '2007', '1968', '1998', '2009', '1957', '2010', '2004', '1982', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '2000', '1997', '1975', '1966', '2005', '1991', '1969', '1965', '1999', '1987', '1986', '1958']]
Predicted Ans:    2006
Predicted Path:   On Deadly Ground --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Path (Raw):       On Deadly Ground --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Attack Force --[release_year]--> 2006
Neg LogProb(↓):   1.426028
Path Entropy(↓):  2.522236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films are about mike newell
Start Entity:     mike newell
Gold Answer:      [['Donnie Brasco', 'Love in the Time of Cholera', 'Enchanted April', 'Four Weddings and a Funeral', 'Dance with a Stranger', 'Harry Potter and the Goblet of Fire', 'Into the West']]
Predicted Ans:    Dance with a Stranger
Predicted Path:   mike newell --[(INV) has_tags]--> Dance with a Stranger --[has_tags]--> mike newell --[(INV) has_tags]--> Dance with a Stranger
Path (Raw):       mike newell --[(INV) has_tags]--> Dance with a Stranger --[has_tags]--> mike newell --[(INV) has_tags]--> Dance with a Stranger
Neg LogProb(↓):   0.237452
Path Entropy(↓):  0.648473
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of madame sin is also the director of which movies
Start Entity:     Madame Sin
Gold Answer:      [['Sebastian', 'The Strange Affair']]
Predicted Ans:    The Strange Affair
Predicted Path:   Madame Sin --[directed_by]--> David Greene --[(INV) directed_by]--> The Strange Affair
Path (Raw):       Madame Sin --[directed_by]--> David Greene --[(INV) directed_by]--> The Strange Affair --[No Operation]--> The Strange Affair
Neg LogProb(↓):   0.027362
Path Entropy(↓):  0.126745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with cesare zavattini
Start Entity:     Cesare Zavattini
Gold Answer:      [['Neil Simon', 'Mario Monicelli', 'Mark Miller', 'Federico Fellini', 'Luchino Visconti', 'Harvey Weitzman', 'Vittorio de Benedetti', 'Piero Tellini', 'Alberto Moravia', 'Vittorio De Sica', 'Robert Mark Kamen', 'Luigi Bartolini', 'Tahmineh Milani']]
Predicted Ans:    Cesare Zavattini
Predicted Path:   Cesare Zavattini --[(INV) written_by]--> Miracle in Milan --[written_by]--> Cesare Zavattini
Path (Raw):       Cesare Zavattini --[No Operation]--> Cesare Zavattini --[(INV) written_by]--> Miracle in Milan --[written_by]--> Cesare Zavattini
Neg LogProb(↓):   0.852586
Path Entropy(↓):  1.236118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Can you give a few words describing nancy drew
Start Entity:     Nancy Drew
Gold Answer:      [['emma roberts']]
Predicted Ans:    emma roberts
Predicted Path:   Nancy Drew --[has_tags]--> emma roberts --[(INV) has_tags]--> Nancy Drew --[has_tags]--> emma roberts
Path (Raw):       Nancy Drew --[has_tags]--> emma roberts --[(INV) has_tags]--> Nancy Drew --[has_tags]--> emma roberts
Neg LogProb(↓):   0.025464
Path Entropy(↓):  0.119517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film barefoot in the park are directed by who
Start Entity:     Barefoot in the Park
Gold Answer:      [['George Cukor', 'John Cromwell', 'Fritz Lang', 'Edmund Goulding', 'Glenn Gordon Caron', 'Luis Puenzo', 'Thorold Dickinson', 'Cecil B. DeMille', 'Erick Zonca', 'Edward Dmytryk', 'Adrian Lyne', 'Stéphane Robelin', 'Dean Parisot', 'Lasse Hallström', 'Ivan Reitman', 'Ted Kotcheff', 'Stuart Rosenberg', 'Richard Fleischer', 'Mark Rydell', 'Anthony Quinn', 'Tony Scott', 'Barry Levinson', 'Phil Alden Robinson', 'Sidney J. Furie', 'Robert Redford', 'Frank Borzage', 'Lewis Milestone', 'Roger Vadim', 'James Bridges', 'Otto Preminger', 'Elliot Silverstein', 'Baz Luhrmann', 'Robert Ellis Miller', 'Anatole Litvak', 'David Miller', 'Hal Ashby', 'Terence Young', 'Ernst Lubitsch', 'Elliott Nugent', 'George Roy Hill', 'Robert Luketic', 'Mitchell Leisen', 'Joshua Logan', 'Louis Malle', 'Vincente Minnelli', 'Lucio Fulci', 'Leo McCarey', 'Robert Mulligan', 'Garry Marshall', 'Peter Tewksbury', 'Sidney Lumet', 'Peter Yates', 'Gustav Machatý', 'Federico Fellini', 'Herman Shumlin', 'Arthur Penn', 'Sydney Pollack', 'Ken Kwapis', 'Fred Zinnemann', 'Rod Lurie', 'Norman Jewison', 'Jack Clayton', 'Richard Boleslawski', 'Robert Stevenson', 'Clarence Brown', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    Louis Malle
Predicted Path:   Barefoot in the Park --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Path (Raw):       Barefoot in the Park --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Louis Malle
Neg LogProb(↓):   0.850607
Path Entropy(↓):  2.005598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the swan starred who
Start Entity:     The Swan
Gold Answer:      [['Robert Young', 'Horst Buchholz', 'Madeleine Ozeray', 'Gregory Peck', 'Myrna Loy', 'Pamela Tiffin', 'Gordon MacRae', 'Dennis Price', 'Shirley Jones', 'Franchot Tone', 'William Powell', 'Joan Crawford', 'James Cagney', 'Billie Burke', 'Joan Greenwood', 'Cecil Parker', 'Florence Rice', 'John Beal', 'Valerie Hobson', 'Audrey Hepburn', 'Arlene Francis', 'Alec Guinness', 'Herbert Marshall', 'Frank Morgan', 'Reginald Owen', 'Charles Boyer', 'Margaret Sullavan']]
Predicted Ans:    Gregory Peck
Predicted Path:   The Swan --[written_by]--> John Dighton --[(INV) written_by]--> Roman Holiday --[starred_actors]--> Gregory Peck
Path (Raw):       The Swan --[written_by]--> John Dighton --[(INV) written_by]--> Roman Holiday --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.697606
Path Entropy(↓):  1.202841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in torch song trilogy
Start Entity:     Torch Song Trilogy
Gold Answer:      [['French', 'Cantonese', 'English', 'Norwegian', 'Japanese', 'Latin']]
Predicted Ans:    French
Predicted Path:   Torch Song Trilogy --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Path (Raw):       Torch Song Trilogy --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla --[in_language]--> French
Neg LogProb(↓):   0.784203
Path Entropy(↓):  1.264652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did matthew chapman write
Start Entity:     Matthew Chapman
Gold Answer:      [['The Ledge', 'Heart of Midnight']]
Predicted Ans:    Heart of Midnight
Predicted Path:   Matthew Chapman --[(INV) written_by]--> Heart of Midnight --[written_by]--> Matthew Chapman --[(INV) written_by]--> Heart of Midnight
Path (Raw):       Matthew Chapman --[(INV) written_by]--> Heart of Midnight --[written_by]--> Matthew Chapman --[(INV) written_by]--> Heart of Midnight
Neg LogProb(↓):   0.002211
Path Entropy(↓):  0.017026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film the man from laramie
Start Entity:     The Man from Laramie
Gold Answer:      [['Anthony Mann']]
Predicted Ans:    Anthony Mann
Predicted Path:   The Man from Laramie --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       The Man from Laramie --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.103456
Path Entropy(↓):  0.359156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the falls about
Start Entity:     The Falls
Gold Answer:      [['peter greenaway']]
Predicted Ans:    peter greenaway
Predicted Path:   The Falls --[has_tags]--> peter greenaway --[(INV) has_tags]--> The Pillow Book --[has_tags]--> peter greenaway
Path (Raw):       The Falls --[has_tags]--> peter greenaway --[(INV) has_tags]--> The Pillow Book --[has_tags]--> peter greenaway
Neg LogProb(↓):   0.001593
Path Entropy(↓):  0.012192
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of stephen milburn anderson
Start Entity:     Stephen Milburn Anderson
Gold Answer:      [['Donald Bakeer']]
Predicted Ans:    Donald Bakeer
Predicted Path:   Stephen Milburn Anderson --[(INV) written_by]--> South Central --[written_by]--> Donald Bakeer
Path (Raw):       Stephen Milburn Anderson --[No Operation]--> Stephen Milburn Anderson --[(INV) written_by]--> South Central --[written_by]--> Donald Bakeer
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie trumbo, when was it released
Start Entity:     Trumbo
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Trumbo --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Trumbo --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   3.050905
Path Entropy(↓):  4.542322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the come blow your horn director release
Start Entity:     Come Blow Your Horn
Gold Answer:      [['1968', '1970', '1973', '1985', '1967']]
Predicted Ans:    1967
Predicted Path:   Come Blow Your Horn --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[release_year]--> 1967
Path (Raw):       Come Blow Your Horn --[directed_by]--> Bud Yorkin --[(INV) directed_by]--> Divorce American Style --[release_year]--> 1967
Neg LogProb(↓):   0.213450
Path Entropy(↓):  0.624980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by kris carr release
Start Entity:     Kris Carr
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Kris Carr --[(INV) starred_actors]--> Crazy Sexy Cancer --[release_year]--> 2007
Path (Raw):       Kris Carr --[No Operation]--> Kris Carr --[(INV) starred_actors]--> Crazy Sexy Cancer --[release_year]--> 2007
Neg LogProb(↓):   0.000146
Path Entropy(↓):  0.001431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film my best girl are directed by who
Start Entity:     My Best Girl
Gold Answer:      [['Clyde Geronimi', 'John S. Robertson', 'Kenneth Branagh', 'Frank Borzage', 'Marshall Neilan', 'Robert Iscove', 'Wilfred Jackson', 'Hamilton Luske', 'James Kirkwood']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   My Best Girl --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[directed_by]--> Kenneth Branagh
Path (Raw):       My Best Girl --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.911571
Path Entropy(↓):  1.266202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by tamar simon hoffs
Start Entity:     Tamar Simon Hoffs
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Tamar Simon Hoffs --[(INV) directed_by]--> The Allnighter --[release_year]--> 1987
Path (Raw):       Tamar Simon Hoffs --[No Operation]--> Tamar Simon Hoffs --[(INV) directed_by]--> The Allnighter --[release_year]--> 1987
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie lust for love
Start Entity:     Lust for Love
Gold Answer:      [['Drew Goddard']]
Predicted Ans:    Drew Goddard
Predicted Path:   Lust for Love --[starred_actors]--> Fran Kranz --[(INV) starred_actors]--> The Cabin in the Woods --[directed_by]--> Drew Goddard
Path (Raw):       Lust for Love --[starred_actors]--> Fran Kranz --[(INV) starred_actors]--> The Cabin in the Woods --[directed_by]--> Drew Goddard
Neg LogProb(↓):   0.020702
Path Entropy(↓):  0.124210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of ordinary people
Start Entity:     Ordinary People
Gold Answer:      [["Other People's Money", 'Bogus', 'The Amazing Spider-Man', 'Nuts', 'Paper Moon', 'Julia', 'The Effect of Gamma Rays on Man-in-the-Moon Marigolds', 'The Sterile Cuckoo', 'Unfaithful', 'White Palace', 'Gambit', 'Spider-Man 2', 'Spider-Man 3']]
Predicted Ans:    Spider-Man 3
Predicted Path:   Ordinary People --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 3
Path (Raw):       Ordinary People --[written_by]--> Alvin Sargent --[(INV) written_by]--> Spider-Man 3 --[No Operation]--> Spider-Man 3
Neg LogProb(↓):   0.665108
Path Entropy(↓):  1.418064
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by rod hardy in
Start Entity:     Rod Hardy
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Rod Hardy --[(INV) directed_by]--> Robinson Crusoe --[in_language]--> Spanish
Path (Raw):       Rod Hardy --[No Operation]--> Rod Hardy --[(INV) directed_by]--> Robinson Crusoe --[in_language]--> Spanish
Neg LogProb(↓):   0.168031
Path Entropy(↓):  0.504432
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by yurek bogayevicz
Start Entity:     Yurek Bogayevicz
Gold Answer:      [['Agnieszka Holland']]
Predicted Ans:    Agnieszka Holland
Predicted Path:   Yurek Bogayevicz --[(INV) written_by]--> Anna --[written_by]--> Agnieszka Holland
Path (Raw):       Yurek Bogayevicz --[No Operation]--> Yurek Bogayevicz --[(INV) written_by]--> Anna --[written_by]--> Agnieszka Holland
Neg LogProb(↓):   0.073422
Path Entropy(↓):  0.312688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of i can't sleep
Start Entity:     I Can't Sleep
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   I Can't Sleep --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards --[has_genre]--> Drama
Path (Raw):       I Can't Sleep --[written_by]--> Claire Denis --[(INV) written_by]--> Bastards --[has_genre]--> Drama
Neg LogProb(↓):   0.027683
Path Entropy(↓):  0.155388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by slim pickens
Start Entity:     Slim Pickens
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Slim Pickens --[(INV) starred_actors]--> Blazing Saddles --[has_genre]--> Comedy
Path (Raw):       Slim Pickens --[No Operation]--> Slim Pickens --[(INV) starred_actors]--> Blazing Saddles --[has_genre]--> Comedy
Neg LogProb(↓):   0.042628
Path Entropy(↓):  0.173411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in on her majesty's secret service
Start Entity:     On Her Majesty's Secret Service
Gold Answer:      [['Heck Allen', 'Hugh Wheeler', 'Mario Bava', 'Jack London', 'Ingmar Bergman', "Arnaud d'Usseau", 'Julian Zimet', 'Shana Alexander']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   On Her Majesty's Secret Service --[starred_actors]--> Diana Rigg --[(INV) starred_actors]--> A Little Night Music --[written_by]--> Ingmar Bergman
Path (Raw):       On Her Majesty's Secret Service --[starred_actors]--> Diana Rigg --[(INV) starred_actors]--> A Little Night Music --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.955701
Path Entropy(↓):  1.725156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by barbara harris
Start Entity:     Barbara Harris
Gold Answer:      [['Drama', 'Thriller', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Barbara Harris --[(INV) starred_actors]--> Plaza Suite --[has_genre]--> Comedy
Path (Raw):       Barbara Harris --[No Operation]--> Barbara Harris --[(INV) starred_actors]--> Plaza Suite --[has_genre]--> Comedy
Neg LogProb(↓):   0.240592
Path Entropy(↓):  0.679790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director tim sullivan co - directed movies with who
Start Entity:     Tim Sullivan
Gold Answer:      [['Joe Lynch', 'Adam Rifkin', 'Adam Green']]
Predicted Ans:    Adam Green
Predicted Path:   Tim Sullivan --[(INV) directed_by]--> Chillerama --[directed_by]--> Adam Green
Path (Raw):       Tim Sullivan --[No Operation]--> Tim Sullivan --[(INV) directed_by]--> Chillerama --[directed_by]--> Adam Green
Neg LogProb(↓):   0.001065
Path Entropy(↓):  0.009348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the comebacks
Start Entity:     The Comebacks
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Comebacks --[directed_by]--> Tom Brady --[(INV) directed_by]--> The Comebacks --[has_genre]--> Comedy
Path (Raw):       The Comebacks --[directed_by]--> Tom Brady --[(INV) directed_by]--> The Comebacks --[has_genre]--> Comedy
Neg LogProb(↓):   0.076761
Path Entropy(↓):  0.301698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with archangel in
Start Entity:     Archangel
Gold Answer:      [['Icelandic']]
Predicted Ans:    Documentary
Predicted Path:   Archangel --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[has_genre]--> Documentary
Path (Raw):       Archangel --[directed_by]--> Guy Maddin --[(INV) directed_by]--> My Winnipeg --[has_genre]--> Documentary
Neg LogProb(↓):   0.775163
Path Entropy(↓):  1.069171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The spongebob squarepants movie is a film written by this person
Start Entity:     The SpongeBob SquarePants Movie
Gold Answer:      [['Stephen Hillenburg', 'Paul Tibbitt', 'Tim Hill', 'Kent Osborne', 'Derek Drymon', 'Aaron Springer']]
Predicted Ans:    Paul Tibbitt
Predicted Path:   The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt --[(INV) written_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Path (Raw):       The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt --[(INV) written_by]--> The SpongeBob SquarePants Movie --[written_by]--> Paul Tibbitt
Neg LogProb(↓):   1.170302
Path Entropy(↓):  2.209550
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed a few good men
Start Entity:     A Few Good Men
Gold Answer:      [['William Goldman', 'Alan Zweibel', 'Mark Andrus', 'Stephen King', 'Erlend Loe', 'Aaron Sorkin', 'Ted Griffin', 'Wendelin Van Draanen', 'Nora Ephron', 'Guy Thomas', 'Justin Zackham', 'Rob Reiner', 'Jonathan Roberts']]
Predicted Ans:    Rob Reiner
Predicted Path:   A Few Good Men --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[directed_by]--> Rob Reiner
Path (Raw):       A Few Good Men --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[directed_by]--> Rob Reiner
Neg LogProb(↓):   0.288503
Path Entropy(↓):  1.014962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the tsotsi director
Start Entity:     Tsotsi
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Tsotsi --[directed_by]--> Gavin Hood --[(INV) directed_by]--> Rendition --[has_genre]--> Thriller
Path (Raw):       Tsotsi --[directed_by]--> Gavin Hood --[(INV) directed_by]--> Rendition --[has_genre]--> Thriller
Neg LogProb(↓):   0.220113
Path Entropy(↓):  0.582620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share writers with the happy time in
Start Entity:     The Happy Time
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Happy Time --[written_by]--> Samuel A. Taylor --[(INV) written_by]--> Sabrina --[in_language]--> French
Path (Raw):       The Happy Time --[written_by]--> Samuel A. Taylor --[(INV) written_by]--> Sabrina --[in_language]--> French
Neg LogProb(↓):   1.390242
Path Entropy(↓):  1.414788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by johnny dawkins
Start Entity:     Johnny Dawkins
Gold Answer:      [['Max Riemelt', 'Jürgen Vogel', 'Jennifer Ulrich', 'Frederick Lau', 'Bruce Davison']]
Predicted Ans:    Bruce Davison
Predicted Path:   Johnny Dawkins --[(INV) written_by]--> The Wave --[starred_actors]--> Bruce Davison
Path (Raw):       Johnny Dawkins --[No Operation]--> Johnny Dawkins --[(INV) written_by]--> The Wave --[starred_actors]--> Bruce Davison
Neg LogProb(↓):   0.000556
Path Entropy(↓):  0.005293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by lionel chetwynd were in which genres
Start Entity:     Lionel Chetwynd
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Lionel Chetwynd --[(INV) directed_by]--> The Hanoi Hilton --[has_genre]--> War
Path (Raw):       Lionel Chetwynd --[No Operation]--> Lionel Chetwynd --[(INV) directed_by]--> The Hanoi Hilton --[has_genre]--> War
Neg LogProb(↓):   0.001552
Path Entropy(↓):  0.011579
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by jaimie alexander
Start Entity:     Jaimie Alexander
Gold Answer:      [['Peter Facinelli', 'John Eugene Cay Jr.']]
Predicted Ans:    John Eugene Cay Jr.
Predicted Path:   Jaimie Alexander --[(INV) starred_actors]--> Savannah --[written_by]--> John Eugene Cay Jr.
Path (Raw):       Jaimie Alexander --[No Operation]--> Jaimie Alexander --[(INV) starred_actors]--> Savannah --[written_by]--> John Eugene Cay Jr.
Neg LogProb(↓):   0.315986
Path Entropy(↓):  0.584182
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by woody keith
Start Entity:     Woody Keith
Gold Answer:      [['Jeffrey Combs', 'Evan Richards', 'Ben Meyerson', 'Devin DeVasquez', 'Claude Earl Jones', 'Fabiana Udenio', 'Bruce Abbott', 'Billy Warlock']]
Predicted Ans:    Ben Meyerson
Predicted Path:   Woody Keith --[(INV) written_by]--> Society --[starred_actors]--> Ben Meyerson
Path (Raw):       Woody Keith --[No Operation]--> Woody Keith --[(INV) written_by]--> Society --[starred_actors]--> Ben Meyerson
Neg LogProb(↓):   0.684538
Path Entropy(↓):  1.055141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of battleship
Start Entity:     Battleship
Gold Answer:      [['The East', 'Home', 'Melancholia', 'Kill Your Darlings', 'The Diary of a Teenage Girl', 'Savages', 'The Grand Seduction', 'Trust Me', 'The Giver', 'What Maisie Knew', 'Stretch', 'Lone Survivor', 'John Carter', 'The Bang Bang Club', 'The Covenant']]
Predicted Ans:    The East
Predicted Path:   Battleship --[starred_actors]--> Alexander Skarsgård --[(INV) starred_actors]--> The East
Path (Raw):       Battleship --[starred_actors]--> Alexander Skarsgård --[No Operation]--> Alexander Skarsgård --[(INV) starred_actors]--> The East
Neg LogProb(↓):   0.113701
Path Entropy(↓):  0.364872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in hollywood party
Start Entity:     Hollywood Party
Gold Answer:      [['Jimmy Durante']]
Predicted Ans:    Jimmy Durante
Predicted Path:   Hollywood Party --[starred_actors]--> Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston --[starred_actors]--> Jimmy Durante
Path (Raw):       Hollywood Party --[starred_actors]--> Jimmy Durante --[(INV) starred_actors]--> Two Sisters from Boston --[starred_actors]--> Jimmy Durante
Neg LogProb(↓):   0.154275
Path Entropy(↓):  0.430650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of babbar subhash directed films
Start Entity:     Babbar Subhash
Gold Answer:      [['1982']]
Predicted Ans:    1982
Predicted Path:   Babbar Subhash --[(INV) directed_by]--> Disco Dancer --[release_year]--> 1982
Path (Raw):       Babbar Subhash --[No Operation]--> Babbar Subhash --[(INV) directed_by]--> Disco Dancer --[release_year]--> 1982
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by nan grey in
Start Entity:     Nan Grey
Gold Answer:      [['Musical', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Nan Grey --[(INV) starred_actors]--> The Invisible Man Returns --[has_genre]--> Horror
Path (Raw):       Nan Grey --[No Operation]--> Nan Grey --[(INV) starred_actors]--> The Invisible Man Returns --[has_genre]--> Horror
Neg LogProb(↓):   0.691264
Path Entropy(↓):  0.697639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in mika kaurismaki directed movies
Start Entity:     Mika Kaurismäki
Gold Answer:      [['French', 'Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love --[in_language]--> Finnish
Path (Raw):       Mika Kaurismäki --[No Operation]--> Mika Kaurismäki --[(INV) written_by]--> The House of Branching Love --[in_language]--> Finnish
Neg LogProb(↓):   0.234694
Path Entropy(↓):  0.512898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by kurt russell
Start Entity:     Kurt Russell
Gold Answer:      [['Richard Rich', 'Ted Berman', 'Don Handfield', 'Ron Shelton', 'Wolfgang Petersen', 'Matthijs van Heijningen Jr.', 'Robert Towne', 'Quentin Tarantino', 'Jonathan Demme', 'Jonathan Mostow', 'Ron Howard', 'Roland Emmerich', 'Jerry Jameson', 'Thom Eberhardt', 'Roger Spottiswoode', 'John Carpenter', 'Phillip Borsos', 'Robert Zemeckis', 'Kevin Jarre', 'Cameron Crowe', 'Garry Marshall', 'Mike Mitchell', 'George P. Cosmatos', 'Jonathan Sobol', 'Robert Rodriguez', 'Jonathan Kaplan', 'Stuart Baird']]
Predicted Ans:    Robert Rodriguez
Predicted Path:   Kurt Russell --[(INV) starred_actors]--> Grindhouse --[directed_by]--> Robert Rodriguez
Path (Raw):       Kurt Russell --[No Operation]--> Kurt Russell --[(INV) starred_actors]--> Grindhouse --[directed_by]--> Robert Rodriguez
Neg LogProb(↓):   1.213376
Path Entropy(↓):  1.826048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of girl with green eyes
Start Entity:     Girl with Green Eyes
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Girl with Green Eyes --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Girl with Green Eyes --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.393418
Path Entropy(↓):  4.567046
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in let the bullets fly
Start Entity:     Let the Bullets Fly
Gold Answer:      [['Vincent Kok', 'Stephen Chow']]
Predicted Ans:    Stephen Chow
Predicted Path:   Let the Bullets Fly --[starred_actors]--> Carina Lau --[(INV) starred_actors]--> Forbidden City Cop --[written_by]--> Stephen Chow
Path (Raw):       Let the Bullets Fly --[starred_actors]--> Carina Lau --[(INV) starred_actors]--> Forbidden City Cop --[written_by]--> Stephen Chow
Neg LogProb(↓):   0.012487
Path Entropy(↓):  0.071580
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote ernest rides again
Start Entity:     Ernest Rides Again
Gold Answer:      [['John R. Cherry III']]
Predicted Ans:    John R. Cherry III
Predicted Path:   Ernest Rides Again --[written_by]--> John R. Cherry III --[(INV) written_by]--> Dr. Otto and the Riddle of the Gloom Beam --[directed_by]--> John R. Cherry III
Path (Raw):       Ernest Rides Again --[written_by]--> John R. Cherry III --[(INV) written_by]--> Dr. Otto and the Riddle of the Gloom Beam --[directed_by]--> John R. Cherry III
Neg LogProb(↓):   0.568760
Path Entropy(↓):  0.996053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film pigskin parade were released in which years
Start Entity:     Pigskin Parade
Gold Answer:      [['1934', '1924', '1949', '1930', '1944', '1950', '1940', '1942', '1936', '1935', '1945', '1952', '1956', '1943']]
Predicted Ans:    1945
Predicted Path:   Pigskin Parade --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[release_year]--> 1945
Path (Raw):       Pigskin Parade --[directed_by]--> David Butler --[(INV) directed_by]--> San Antonio --[release_year]--> 1945
Neg LogProb(↓):   0.801321
Path Entropy(↓):  1.870013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of geena davis starred movies
Start Entity:     Geena Davis
Gold Answer:      [['Frank Galati', 'Howard Franklin', 'Greg Brooker', 'Brian Carbee', 'Michael McDowell', 'Larry Wilson', 'Jay Cronley', 'Lawrence Kasdan', 'Avra Wing', 'David Cronenberg', 'Anne Tyler', 'Shane Black', 'Kim Wilson', 'Kelly Candaele', 'James Clavell', 'George Langelaan', 'Warren Skaaren', 'Julie Brown', 'M. Night Shyamalan', 'Lowell Ganz', 'Babaloo Mandel']]
Predicted Ans:    Avra Wing
Predicted Path:   Geena Davis --[(INV) starred_actors]--> Angie --[written_by]--> Avra Wing
Path (Raw):       Geena Davis --[No Operation]--> Geena Davis --[(INV) starred_actors]--> Angie --[written_by]--> Avra Wing
Neg LogProb(↓):   0.844569
Path Entropy(↓):  1.469516
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jennifer esposito
Start Entity:     Jennifer Esposito
Gold Answer:      [['Dana Carvey', 'Adam Marcus', 'Loring Mandel', 'Spike Lee']]
Predicted Ans:    Loring Mandel
Predicted Path:   Jennifer Esposito --[(INV) starred_actors]--> Conspiracy --[written_by]--> Loring Mandel
Path (Raw):       Jennifer Esposito --[No Operation]--> Jennifer Esposito --[(INV) starred_actors]--> Conspiracy --[written_by]--> Loring Mandel
Neg LogProb(↓):   0.339255
Path Entropy(↓):  0.624091
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by matt sazama release
Start Entity:     Matt Sazama
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Matt Sazama --[(INV) written_by]--> Dracula Untold --[release_year]--> 2014
Path (Raw):       Matt Sazama --[No Operation]--> Matt Sazama --[(INV) written_by]--> Dracula Untold --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by boaz davidson were released in which years
Start Entity:     Boaz Davidson
Gold Answer:      [['1982', '1988', '2010']]
Predicted Ans:    1988
Predicted Path:   Boaz Davidson --[(INV) written_by]--> Salsa --[release_year]--> 1988
Path (Raw):       Boaz Davidson --[No Operation]--> Boaz Davidson --[(INV) written_by]--> Salsa --[release_year]--> 1988
Neg LogProb(↓):   0.290611
Path Entropy(↓):  0.573725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of lions for lambs starred who
Start Entity:     Lions for Lambs
Gold Answer:      [['Russell Crowe', 'Rachel McAdams', 'Brad Pitt', 'Jamie Foxx', 'Ben Affleck', 'Jennifer Garner', 'Chris Cooper', 'Helen Mirren', 'Jason Bateman']]
Predicted Ans:    Brad Pitt
Predicted Path:   Lions for Lambs --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> World War Z --[starred_actors]--> Brad Pitt
Path (Raw):       Lions for Lambs --[written_by]--> Matthew Michael Carnahan --[(INV) written_by]--> World War Z --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.282420
Path Entropy(↓):  0.758669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by akshay kumar were directed by who
Start Entity:     Akshay Kumar
Gold Answer:      [['Neeraj Pandey', 'Sajid Khan', 'Rohit Dhawan', 'David Dhawan', 'Anees Bazmee', 'Vipul Amrutlal Shah', 'Priyadarshan', 'Nikhil Advani']]
Predicted Ans:    Rohit Dhawan
Predicted Path:   Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[directed_by]--> Rohit Dhawan
Path (Raw):       Akshay Kumar --[No Operation]--> Akshay Kumar --[(INV) starred_actors]--> Desi Boyz --[directed_by]--> Rohit Dhawan
Neg LogProb(↓):   0.064572
Path Entropy(↓):  0.269235
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by marie prevost were written by who
Start Entity:     Marie Prevost
Gold Answer:      [['Tom Miranda', 'Bartlett Cormack']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   Marie Prevost --[(INV) starred_actors]--> The Racket --[written_by]--> Bartlett Cormack
Path (Raw):       Marie Prevost --[No Operation]--> Marie Prevost --[(INV) starred_actors]--> The Racket --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   0.706675
Path Entropy(↓):  0.755099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of analyze this
Start Entity:     Analyze This
Gold Answer:      [['1983', '1995', '1980', '2000', '2009', '2005', '1993', '1996', '1967', '2002', '1986']]
Predicted Ans:    2002
Predicted Path:   Analyze This --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Path (Raw):       Analyze This --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[release_year]--> 2002
Neg LogProb(↓):   0.738356
Path Entropy(↓):  1.507556
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the wolf man starred which actors
Start Entity:     The Wolf Man
Gold Answer:      [['Ralph Bellamy', 'Claude Rains']]
Predicted Ans:    David Hedison
Predicted Path:   The Wolf Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> The Lost World --[starred_actors]--> David Hedison
Path (Raw):       The Wolf Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> The Lost World --[starred_actors]--> David Hedison
Neg LogProb(↓):   1.445553
Path Entropy(↓):  2.540417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film the flower in his mouth starred which actors
Start Entity:     The Flower in His Mouth
Gold Answer:      [["Jennifer O'Neill"]]
Predicted Ans:    Jennifer O'Neill
Predicted Path:   The Flower in His Mouth --[starred_actors]--> Jennifer O'Neill --[(INV) starred_actors]--> The Flower in His Mouth --[starred_actors]--> Jennifer O'Neill
Path (Raw):       The Flower in His Mouth --[starred_actors]--> Jennifer O'Neill --[(INV) starred_actors]--> The Flower in His Mouth --[starred_actors]--> Jennifer O'Neill
Neg LogProb(↓):   0.793859
Path Entropy(↓):  0.715631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with jeff grace
Start Entity:     Jeff Grace
Gold Answer:      [['Suzanne May', 'Blaise Miller', 'Sherilyn Fenn']]
Predicted Ans:    Sherilyn Fenn
Predicted Path:   Jeff Grace --[(INV) starred_actors]--> The Scenesters --[starred_actors]--> Sherilyn Fenn
Path (Raw):       Jeff Grace --[No Operation]--> Jeff Grace --[(INV) starred_actors]--> The Scenesters --[starred_actors]--> Sherilyn Fenn
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in closer
Start Entity:     Closer
Gold Answer:      [['English', 'Danish', 'Welsh', 'Italian', 'German', 'Spanish']]
Predicted Ans:    German
Predicted Path:   Closer --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> The Bourne Identity --[in_language]--> German
Path (Raw):       Closer --[starred_actors]--> Clive Owen --[(INV) starred_actors]--> The Bourne Identity --[in_language]--> German
Neg LogProb(↓):   0.358208
Path Entropy(↓):  0.625936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of hollywood shuffle
Start Entity:     Hollywood Shuffle
Gold Answer:      [['The Meteor Man', 'The Five Heartbeats']]
Predicted Ans:    The Five Heartbeats
Predicted Path:   Hollywood Shuffle --[starred_actors]--> Robert Townsend --[(INV) starred_actors]--> The Five Heartbeats
Path (Raw):       Hollywood Shuffle --[No Operation]--> Hollywood Shuffle --[starred_actors]--> Robert Townsend --[(INV) starred_actors]--> The Five Heartbeats
Neg LogProb(↓):   0.298207
Path Entropy(↓):  0.824887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by mikael hafstrom fall under
Start Entity:     Mikael Håfström
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mikael Håfström --[(INV) written_by]--> Evil --[has_genre]--> Drama
Path (Raw):       Mikael Håfström --[No Operation]--> Mikael Håfström --[(INV) written_by]--> Evil --[has_genre]--> Drama
Neg LogProb(↓):   0.122207
Path Entropy(↓):  0.358441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by anna drijver
Start Entity:     Anna Drijver
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   Anna Drijver --[(INV) starred_actors]--> Bride Flight --[in_language]--> Dutch
Path (Raw):       Anna Drijver --[No Operation]--> Anna Drijver --[(INV) starred_actors]--> Bride Flight --[in_language]--> Dutch
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in london
Start Entity:     London
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Korean', 'Russian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   London --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Chaos --[in_language]--> French
Path (Raw):       London --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> Chaos --[in_language]--> French
Neg LogProb(↓):   1.297912
Path Entropy(↓):  1.745296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed pollyanna
Start Entity:     Pollyanna
Gold Answer:      [['Jack Lemmon', 'Natasha Richardson', 'Romy Schneider', 'Dorothy Provine', 'Dennis Quaid', "Maureen O'Hara", 'Brian Keith', 'Rudy Vallee', 'Michele Lee', 'Robert Morse', 'Lindsay Lohan', 'Hayley Mills']]
Predicted Ans:    Michele Lee
Predicted Path:   Pollyanna --[directed_by]--> David Swift --[(INV) directed_by]--> How to Succeed in Business Without Really Trying --[starred_actors]--> Michele Lee
Path (Raw):       Pollyanna --[directed_by]--> David Swift --[(INV) directed_by]--> How to Succeed in Business Without Really Trying --[starred_actors]--> Michele Lee
Neg LogProb(↓):   0.674675
Path Entropy(↓):  0.815332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the million dollar arm director
Start Entity:     Million Dollar Arm
Gold Answer:      [['Tom Holland', 'Nancy Oliver']]
Predicted Ans:    Tom Holland
Predicted Path:   Million Dollar Arm --[directed_by]--> Craig Gillespie --[(INV) directed_by]--> Fright Night --[written_by]--> Tom Holland
Path (Raw):       Million Dollar Arm --[directed_by]--> Craig Gillespie --[(INV) directed_by]--> Fright Night --[written_by]--> Tom Holland
Neg LogProb(↓):   0.745112
Path Entropy(↓):  0.911369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the last holiday director
Start Entity:     Last Holiday
Gold Answer:      [['Lisa See', 'Jimmy Sangster', 'Wayne Wang', 'Isaac Cronin', 'Louis Chu', 'Paul Theroux', 'Paul Auster', 'John Hughes', 'Kate DiCamillo', 'Amy Tan', 'Ronald Bass']]
Predicted Ans:    Wayne Wang
Predicted Path:   Last Holiday --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Path (Raw):       Last Holiday --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Neg LogProb(↓):   0.809726
Path Entropy(↓):  1.836895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by david garrett starred who
Start Entity:     David Garrett
Gold Answer:      [['Chris Kattan', 'Peter Berg', 'Peter Falk', 'Vinessa Shaw']]
Predicted Ans:    Peter Falk
Predicted Path:   David Garrett --[(INV) written_by]--> Corky Romano --[starred_actors]--> Peter Falk
Path (Raw):       David Garrett --[No Operation]--> David Garrett --[(INV) written_by]--> Corky Romano --[starred_actors]--> Peter Falk
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with born to win
Start Entity:     Born to Win
Gold Answer:      [['Intimate Lighting']]
Predicted Ans:    Intimate Lighting
Predicted Path:   Born to Win --[written_by]--> Ivan Passer --[(INV) written_by]--> Intimate Lighting
Path (Raw):       Born to Win --[written_by]--> Ivan Passer --[(INV) written_by]--> Intimate Lighting --[No Operation]--> Intimate Lighting
Neg LogProb(↓):   0.144300
Path Entropy(↓):  0.394698
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the monster that challenged the world
Start Entity:     The Monster That Challenged the World
Gold Answer:      [['Audrey Dalton', 'Tim Holt']]
Predicted Ans:    Tim Holt
Predicted Path:   The Monster That Challenged the World --[starred_actors]--> Tim Holt --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[starred_actors]--> Tim Holt
Path (Raw):       The Monster That Challenged the World --[starred_actors]--> Tim Holt --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[starred_actors]--> Tim Holt
Neg LogProb(↓):   1.213590
Path Entropy(↓):  1.569738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by roger spottiswoode in
Start Entity:     Roger Spottiswoode
Gold Answer:      [['Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Roger Spottiswoode --[(INV) directed_by]--> Air America --[has_genre]--> Comedy
Path (Raw):       Roger Spottiswoode --[No Operation]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[has_genre]--> Comedy
Neg LogProb(↓):   0.084705
Path Entropy(↓):  0.315471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film the black sleep
Start Entity:     The Black Sleep
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   The Black Sleep --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Path (Raw):       The Black Sleep --[release_year]--> 1956 --[(INV) release_year]--> Written on the Wind --[release_year]--> 1956
Neg LogProb(↓):   2.340587
Path Entropy(↓):  3.425960
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of footnote
Start Entity:     Footnote
Gold Answer:      [['Late Marriage', 'Yossi', 'Walk on Water']]
Predicted Ans:    Footnote
Predicted Path:   Footnote --[starred_actors]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote
Path (Raw):       Footnote --[starred_actors]--> Lior Ashkenazi --[No Operation]--> Lior Ashkenazi --[(INV) starred_actors]--> Footnote
Neg LogProb(↓):   0.014543
Path Entropy(↓):  0.078821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film a time to love and a time to die
Start Entity:     A Time to Love and a Time to Die
Gold Answer:      [['Robert Wilder', 'Edna L. Lee', 'Peg Fenwick', 'Harry Lee', 'Fannie Hurst', 'William Hurlbut', 'Ursula Parrott', 'Wells Root', 'Robert Blees', 'William Faulkner', 'George Zuckerman', 'Carol Ryrie Brink', 'Bernard C. Schoenfeld', 'Lloyd C. Douglas']]
Predicted Ans:    Delbert Mann
Predicted Path:   A Time to Love and a Time to Die --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Path (Raw):       A Time to Love and a Time to Die --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[directed_by]--> Delbert Mann
Neg LogProb(↓):   0.874604
Path Entropy(↓):  1.271969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who co - wrote films with chong kim
Start Entity:     Chong Kim
Gold Answer:      [['Megan Griffiths', 'Michael Hofmann', 'Richard B. Phillips']]
Predicted Ans:    Chong Kim
Predicted Path:   Chong Kim --[(INV) written_by]--> Eden --[written_by]--> Chong Kim
Path (Raw):       Chong Kim --[No Operation]--> Chong Kim --[(INV) written_by]--> Eden --[written_by]--> Chong Kim
Neg LogProb(↓):   0.003213
Path Entropy(↓):  0.023131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by john gulager
Start Entity:     John Gulager
Gold Answer:      [['Danielle Panabaker', 'Matt Bush', 'Katrina Bowden']]
Predicted Ans:    John Gulager
Predicted Path:   John Gulager --[(INV) directed_by]--> Feast --[directed_by]--> John Gulager
Path (Raw):       John Gulager --[No Operation]--> John Gulager --[(INV) directed_by]--> Feast --[directed_by]--> John Gulager
Neg LogProb(↓):   0.017180
Path Entropy(↓):  0.086265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of uprising
Start Entity:     Uprising
Gold Answer:      [['88 Minutes', 'Fried Green Tomatoes', 'Red Corner', 'The War', 'Righteous Kill']]
Predicted Ans:    Righteous Kill
Predicted Path:   Uprising --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Righteous Kill
Path (Raw):       Uprising --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Righteous Kill --[No Operation]--> Righteous Kill
Neg LogProb(↓):   0.742324
Path Entropy(↓):  1.284582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of thunderbirds
Start Entity:     Thunderbirds
Gold Answer:      [['Denise Richards', 'Eddie Griffin', 'Mike Myers', 'Aunjanue Ellis', 'Amy Poehler', 'Dax Shepard', 'Tina Fey', 'Greg Kinnear', 'Beyoncé Knowles', 'Michael York', 'Chris Kattan', 'Seth Green']]
Predicted Ans:    Michael York
Predicted Path:   Thunderbirds --[written_by]--> Michael McCullers --[(INV) written_by]--> Austin Powers in Goldmember --[starred_actors]--> Michael York
Path (Raw):       Thunderbirds --[written_by]--> Michael McCullers --[(INV) written_by]--> Austin Powers in Goldmember --[starred_actors]--> Michael York
Neg LogProb(↓):   0.028811
Path Entropy(↓):  0.145124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did max pomeranc star in
Start Entity:     Max Pomeranc
Gold Answer:      [['Searching for Bobby Fischer']]
Predicted Ans:    Searching for Bobby Fischer
Predicted Path:   Max Pomeranc --[(INV) starred_actors]--> Searching for Bobby Fischer --[starred_actors]--> Max Pomeranc --[(INV) starred_actors]--> Searching for Bobby Fischer
Path (Raw):       Max Pomeranc --[(INV) starred_actors]--> Searching for Bobby Fischer --[starred_actors]--> Max Pomeranc --[(INV) starred_actors]--> Searching for Bobby Fischer
Neg LogProb(↓):   0.010891
Path Entropy(↓):  0.066052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by charlotte very were released in which years
Start Entity:     Charlotte Véry
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[release_year]--> 1992
Path (Raw):       Charlotte Véry --[No Operation]--> Charlotte Véry --[(INV) starred_actors]--> A Tale of Winter --[release_year]--> 1992
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of bernardo bertolucci starred movies
Start Entity:     Bernardo Bertolucci
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Bernardo Bertolucci --[(INV) starred_actors]--> Great Directors --[release_year]--> 2009
Path (Raw):       Bernardo Bertolucci --[No Operation]--> Bernardo Bertolucci --[(INV) starred_actors]--> Great Directors --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the fuller brush man
Start Entity:     The Fuller Brush Man
Gold Answer:      [['Three Little Words', 'Excuse My Dust', 'Watch the Birdie', 'Bathing Beauty', 'A Southern Yankee', 'Whistling in Dixie', 'Whistling in Brooklyn', 'Whistling in the Dark', "Neptune's Daughter", 'The Yellow Cab Man', 'Texas Carnival']]
Predicted Ans:    Texas Carnival
Predicted Path:   The Fuller Brush Man --[starred_actors]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival
Path (Raw):       The Fuller Brush Man --[starred_actors]--> Red Skelton --[No Operation]--> Red Skelton --[(INV) starred_actors]--> Texas Carnival
Neg LogProb(↓):   0.134767
Path Entropy(↓):  0.606194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by margaret actors
Start Entity:     Margaret
Gold Answer:      [['Gregor Jordan', 'Brian Goodman', 'Robert Graysmith', "Robert O'Connor", 'Bill Lishman', 'Larry Kramer', 'James Vanderbilt', 'Rian Johnson', 'Joss Whedon', 'Stuart Beattie', 'Shana Betz', 'Brett Morgen', 'Jaume Balagueró', 'E. Max Frye', 'Kenneth Lonergan', 'Ted Griffin', 'John Carney', 'Austin Chick', 'Stuart Blumberg', 'Matt Winston', 'Zak Penn', 'Dan Futterman', 'Mike Rich', 'Jane Campion']]
Predicted Ans:    Ted Griffin
Predicted Path:   Margaret --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Path (Raw):       Margaret --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[written_by]--> Ted Griffin
Neg LogProb(↓):   0.014555
Path Entropy(↓):  0.086259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the fallen sparrow
Start Entity:     The Fallen Sparrow
Gold Answer:      [['French', 'Irish', 'English', 'Welsh', 'Japanese', 'Spanish']]
Predicted Ans:    Irish
Predicted Path:   The Fallen Sparrow --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       The Fallen Sparrow --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.003855
Path Entropy(↓):  0.027765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of chris o'donnell acted films
Start Entity:     Chris O'Donnell
Gold Answer:      [['1995', '2000', '1939', '1948', '2001', '1990', '1992', '1993', '2004', '1996', '1973', '1999', '1935', '1974', '2011']]
Predicted Ans:    1999
Predicted Path:   Chris O'Donnell --[(INV) starred_actors]--> Cookie's Fortune --[release_year]--> 1999
Path (Raw):       Chris O'Donnell --[No Operation]--> Chris O'Donnell --[(INV) starred_actors]--> Cookie's Fortune --[release_year]--> 1999
Neg LogProb(↓):   1.312714
Path Entropy(↓):  1.978820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by audrey hepburn were written by who
Start Entity:     Audrey Hepburn
Gold Answer:      [['Barbara Benedek', 'Blaine Novak', 'Julien Duvivier', 'Claude Anet', 'James Goldman', 'Ian McLellan Hunter', 'Henri Jeanson', 'Ernest Lehman', 'Frederic Raphael', 'Peter Bogdanovich', 'Billy Wilder', 'King Vidor', 'Robert Carrington', 'Truman Capote', 'I.A.L. Diamond', 'George Axelrod', 'Frederick Knott', 'Samuel A. Taylor', 'John Michael Hayes', 'John Dighton', 'Peter Stone', 'Leonard Gershe', 'Alan Le May', 'Kathryn Hulme', 'Dalton Trumbo', 'Lillian Hellman', 'Leo Tolstoy', 'Marc Behm', 'David Rayfiel']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Path (Raw):       Audrey Hepburn --[No Operation]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[written_by]--> Ernest Lehman
Neg LogProb(↓):   1.789244
Path Entropy(↓):  2.724676
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie i'm gonna git you sucka
Start Entity:     I'm Gonna Git You Sucka
Gold Answer:      [['Keenen Ivory Wayans']]
Predicted Ans:    Keenen Ivory Wayans
Predicted Path:   I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans
Path (Raw):       I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> I'm Gonna Git You Sucka --[directed_by]--> Keenen Ivory Wayans
Neg LogProb(↓):   0.485678
Path Entropy(↓):  1.051767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of harry and the hendersons is also the director of which films
Start Entity:     Harry and the Hendersons
Gold Answer:      [['Wild America', 'The Perfect Game', 'Simon Says', 'Mr. Troop Mom', 'Santa Who?', 'If Looks Could Kill']]
Predicted Ans:    Wild America
Predicted Path:   Harry and the Hendersons --[directed_by]--> William Dear --[(INV) directed_by]--> Wild America
Path (Raw):       Harry and the Hendersons --[directed_by]--> William Dear --[(INV) directed_by]--> Wild America --[No Operation]--> Wild America
Neg LogProb(↓):   0.710568
Path Entropy(↓):  1.324674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same actor of those who love me can take the train
Start Entity:     Those Who Love Me Can Take the Train
Gold Answer:      [['The Man of My Life', 'Pauline at the Beach', 'Demonlover']]
Predicted Ans:    Demonlover
Predicted Path:   Those Who Love Me Can Take the Train --[starred_actors]--> Charles Berling --[(INV) starred_actors]--> Demonlover
Path (Raw):       Those Who Love Me Can Take the Train --[starred_actors]--> Charles Berling --[No Operation]--> Charles Berling --[(INV) starred_actors]--> Demonlover
Neg LogProb(↓):   0.657531
Path Entropy(↓):  0.719711
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the tao of steve
Start Entity:     The Tao of Steve
Gold Answer:      [['Jenniphr Goodman', 'Duncan North', 'Greer Goodman']]
Predicted Ans:    Jenniphr Goodman
Predicted Path:   The Tao of Steve --[written_by]--> Jenniphr Goodman --[(INV) written_by]--> The Tao of Steve --[written_by]--> Jenniphr Goodman
Path (Raw):       The Tao of Steve --[written_by]--> Jenniphr Goodman --[(INV) written_by]--> The Tao of Steve --[written_by]--> Jenniphr Goodman
Neg LogProb(↓):   0.333066
Path Entropy(↓):  0.903199
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of take care of your scarf, tatiana
Start Entity:     Take Care of Your Scarf, Tatiana
Gold Answer:      [['Josef von Sternberg', 'Menahem Golan', 'Mika Kaurismäki', 'Aki Kaurismäki']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Take Care of Your Scarf, Tatiana --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Drifting Clouds --[directed_by]--> Aki Kaurismäki
Path (Raw):       Take Care of Your Scarf, Tatiana --[written_by]--> Aki Kaurismäki --[(INV) written_by]--> Drifting Clouds --[directed_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.686280
Path Entropy(↓):  1.532299
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of miracle on 34th street
Start Entity:     Miracle on 34th Street
Gold Answer:      [['Bing Crosby', 'Marcia Gay Harden', 'Dave Chappelle', 'Christopher McDonald', 'Luke Wilson', 'William Holden', 'Rod Taylor', 'Doris Day', 'Montgomery Clift', 'Dean Martin', 'Paul Douglas', 'Brendan Fraser', 'Lilli Palmer', 'James Garner', 'Robin Williams', 'Eva Marie Saint', 'Peter Greene', 'Ted Levine', 'Colin Farrell', 'Gig Young', 'Eugene Levy', 'Martin Lawrence', 'Grace Kelly', 'Mamie Van Doren', 'Burt Lancaster', 'Scott Caan', 'James Earl Jones', 'Ali Larter', 'Hugh Griffith', 'Sean Astin', 'Samuel L. Jackson', 'Pauly Shore', 'Clark Gable', 'Miguel Ferrer']]
Predicted Ans:    William Holden
Predicted Path:   Miracle on 34th Street --[directed_by]--> George Seaton --[(INV) directed_by]--> The Country Girl --[starred_actors]--> William Holden
Path (Raw):       Miracle on 34th Street --[directed_by]--> George Seaton --[(INV) directed_by]--> The Country Girl --[starred_actors]--> William Holden
Neg LogProb(↓):   0.549557
Path Entropy(↓):  1.159473
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with peter hyams
Start Entity:     Peter Hyams
Gold Answer:      [['Arthur C. Clarke', 'Roderick Taylor', 'Douglas Morrow']]
Predicted Ans:    Peter Hyams
Predicted Path:   Peter Hyams --[(INV) written_by]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Path (Raw):       Peter Hyams --[No Operation]--> Peter Hyams --[(INV) written_by]--> Beyond a Reasonable Doubt --[written_by]--> Peter Hyams
Neg LogProb(↓):   0.774074
Path Entropy(↓):  1.161191
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote films that share directors with the film nineteen eighty - four
Start Entity:     Nineteen Eighty-Four
Gold Answer:      [['James Fox', 'Andrew Davies', 'Joel Schumacher', 'Edward Anderson', 'Michael Radford']]
Predicted Ans:    Jack Gold
Predicted Path:   Nineteen Eighty-Four --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[directed_by]--> Jack Gold
Path (Raw):       Nineteen Eighty-Four --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[directed_by]--> Jack Gold
Neg LogProb(↓):   0.186735
Path Entropy(↓):  0.506610
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by bridget fonda
Start Entity:     Bridget Fonda
Gold Answer:      [['Alan Parker', 'Chris Nahon', 'Sam Raimi', 'Steve Miner', 'Henry Selick', 'Dwight Yoakam', 'Barbet Schroeder', 'Clare Peploe', 'Paul Marcus', 'Harold Becker', 'David Wu', 'Cameron Crowe', 'Quentin Tarantino', 'John Badham']]
Predicted Ans:    Alan Parker
Predicted Path:   Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[directed_by]--> Alan Parker
Path (Raw):       Bridget Fonda --[No Operation]--> Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[directed_by]--> Alan Parker
Neg LogProb(↓):   0.363387
Path Entropy(↓):  1.051436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor john clarke starred together with who
Start Entity:     John Clarke
Gold Answer:      [['Zoe Carides', 'Sam Neill']]
Predicted Ans:    Sam Neill
Predicted Path:   John Clarke --[(INV) starred_actors]--> Death in Brunswick --[starred_actors]--> Sam Neill
Path (Raw):       John Clarke --[No Operation]--> John Clarke --[(INV) starred_actors]--> Death in Brunswick --[starred_actors]--> Sam Neill
Neg LogProb(↓):   0.000979
Path Entropy(↓):  0.008301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the paris, je t'aime director release
Start Entity:     Paris, je t'aime
Gold Answer:      [['1946', '2008', '2003', '1993', '2006', '1984', '1977', '2007', '1998', '1939', '2009', '2010', '2004', '1982', '1994', '1995', '1972', '2001', '1989', '1996', '2002', '1981', '2012', '1955', '2011', '2013', '1988', '2000', '1997', '1960', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2006
Predicted Path:   Paris, je t'aime --[directed_by]--> Sylvain Chomet --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       Paris, je t'aime --[directed_by]--> Sylvain Chomet --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   1.039577
Path Entropy(↓):  1.810605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of beneath the planet of the apes
Start Entity:     Beneath the Planet of the Apes
Gold Answer:      [['Richard Burton', 'Oskar Werner', 'Omar Sharif', 'Tom Courtenay', 'Kim Hunter', 'Roddy McDowall', 'Donald Pleasence', "Peter O'Toole", 'Bradford Dillman', 'Claire Bloom']]
Predicted Ans:    Richard Burton
Predicted Path:   Beneath the Planet of the Apes --[written_by]--> Paul Dehn --[(INV) written_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Path (Raw):       Beneath the Planet of the Apes --[written_by]--> Paul Dehn --[(INV) written_by]--> The Spy Who Came in from the Cold --[starred_actors]--> Richard Burton
Neg LogProb(↓):   0.172951
Path Entropy(↓):  0.685032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the in crowd are written by who
Start Entity:     The In Crowd
Gold Answer:      [['Ronni Kern', 'Nora Roberts']]
Predicted Ans:    Mary Lambert
Predicted Path:   The In Crowd --[starred_actors]--> Lori Heuring --[(INV) starred_actors]--> The In Crowd --[directed_by]--> Mary Lambert
Path (Raw):       The In Crowd --[starred_actors]--> Lori Heuring --[(INV) starred_actors]--> The In Crowd --[directed_by]--> Mary Lambert
Neg LogProb(↓):   0.020582
Path Entropy(↓):  0.112585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film sheena
Start Entity:     Sheena
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Sheena --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Sheena --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   2.497923
Path Entropy(↓):  3.711151
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of left behind also starred in which films
Start Entity:     Left Behind
Gold Answer:      [['Seeking Justice', 'The Weather Man', 'Lord of War', 'House of Wax', 'Matchstick Men', 'Moonstruck', 'Birdy', 'Leaving Las Vegas', 'Snake Eyes', 'Raising Arizona', 'Racing with the Moon', 'Bangkok Dangerous', 'It Could Happen to You', 'Knowing', 'A Cinderella Story', 'World Trade Center', 'Deadfall', 'Kiss of Death', "The Sorcerer's Apprentice", 'Drive Angry', 'Season of the Witch', 'Trespass', 'Bringing Out the Dead', 'Honeymoon in Vegas', 'Stolen', 'Rage', 'Guarding Tess', 'Zandalee', "Vampire's Kiss", 'Windtalkers', 'Valley Girl', 'Joe', 'Next', 'The Croods', 'Face/Off', 'The Wicker Man', 'National Treasure', 'Trapped in Paradise', 'The Family Man', 'The Frozen Ground', 'The Boy in Blue', 'The Ant Bully', 'The Rock', 'Fire Birds', 'City of Angels']]
Predicted Ans:    The Frozen Ground
Predicted Path:   Left Behind --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground
Path (Raw):       Left Behind --[starred_actors]--> Nicolas Cage --[No Operation]--> Nicolas Cage --[(INV) starred_actors]--> The Frozen Ground
Neg LogProb(↓):   0.722780
Path Entropy(↓):  1.663211
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by nina pens rode
Start Entity:     Nina Pens Rode
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Nina Pens Rode --[(INV) starred_actors]--> Gertrud --[release_year]--> 1964
Path (Raw):       Nina Pens Rode --[No Operation]--> Nina Pens Rode --[(INV) starred_actors]--> Gertrud --[release_year]--> 1964
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the director of august
Start Entity:     August
Gold Answer:      [['Austin Chick']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   August --[directed_by]--> Anthony Hopkins --[(INV) directed_by]--> Slipstream --[directed_by]--> Anthony Hopkins
Path (Raw):       August --[directed_by]--> Anthony Hopkins --[(INV) directed_by]--> Slipstream --[directed_by]--> Anthony Hopkins
Neg LogProb(↓):   0.759769
Path Entropy(↓):  1.478753
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same director of the loneliness of the long distance runner
Start Entity:     The Loneliness of the Long Distance Runner
Gold Answer:      [['Mahogany', 'Mademoiselle', 'The Border', 'The Charge of the Light Brigade', 'Tom Jones', 'Look Back in Anger', 'A Delicate Balance', 'The Entertainer', 'Ned Kelly', 'The Hotel New Hampshire', 'Blue Sky', 'A Taste of Honey', 'Hamlet', 'The Loved One']]
Predicted Ans:    Hamlet
Predicted Path:   The Loneliness of the Long Distance Runner --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet
Path (Raw):       The Loneliness of the Long Distance Runner --[directed_by]--> Tony Richardson --[(INV) directed_by]--> Hamlet --[No Operation]--> Hamlet
Neg LogProb(↓):   0.745607
Path Entropy(↓):  1.323200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of children of a lesser god
Start Entity:     Children of a Lesser God
Gold Answer:      [['The Doctor', 'Wrestling Ernest Hemingway', 'Dance with Me']]
Predicted Ans:    The Doctor
Predicted Path:   Children of a Lesser God --[directed_by]--> Randa Haines --[(INV) directed_by]--> The Doctor
Path (Raw):       Children of a Lesser God --[No Operation]--> Children of a Lesser God --[directed_by]--> Randa Haines --[(INV) directed_by]--> The Doctor
Neg LogProb(↓):   0.344713
Path Entropy(↓):  0.927216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of viva maria!
Start Entity:     Viva Maria!
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   Viva Maria! --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Path (Raw):       Viva Maria! --[has_genre]--> Adventure --[(INV) has_genre]--> The Dinosaur Project --[has_genre]--> Adventure
Neg LogProb(↓):   2.953035
Path Entropy(↓):  2.774717
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the day of the beast
Start Entity:     The Day of the Beast
Gold Answer:      [['Guillermo Martínez', 'Álex de la Iglesia']]
Predicted Ans:    Álex de la Iglesia
Predicted Path:   The Day of the Beast --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> Acción mutante --[written_by]--> Álex de la Iglesia
Path (Raw):       The Day of the Beast --[directed_by]--> Álex de la Iglesia --[(INV) directed_by]--> Acción mutante --[written_by]--> Álex de la Iglesia
Neg LogProb(↓):   0.512005
Path Entropy(↓):  0.993344
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor vladimir mashkov appeared in the same movie with who
Start Entity:     Vladimir Mashkov
Gold Answer:      [['Yekaterina Rednikova', 'Ray Milland']]
Predicted Ans:    Ray Milland
Predicted Path:   Vladimir Mashkov --[(INV) starred_actors]--> The Thief --[starred_actors]--> Ray Milland
Path (Raw):       Vladimir Mashkov --[No Operation]--> Vladimir Mashkov --[(INV) starred_actors]--> The Thief --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.012921
Path Entropy(↓):  0.075442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film donovan's brain are written by who
Start Entity:     Donovan's Brain
Gold Answer:      [['Philip Barry', 'Allen Vincent', 'Donald Ogden Stewart', 'Erich Maria Remarque', 'Nunnally Johnson', 'Irma von Cube', 'Sidney Buchman', 'Vladimir Pozner', 'Rowland Brown']]
Predicted Ans:    Erich Maria Remarque
Predicted Path:   Donovan's Brain --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> All Quiet on the Western Front --[written_by]--> Erich Maria Remarque
Path (Raw):       Donovan's Brain --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> All Quiet on the Western Front --[written_by]--> Erich Maria Remarque
Neg LogProb(↓):   0.842798
Path Entropy(↓):  1.131622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the magic flute screenwriters
Start Entity:     The Magic Flute
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Magic Flute --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Path (Raw):       The Magic Flute --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Summer Interlude --[has_genre]--> Drama
Neg LogProb(↓):   1.464096
Path Entropy(↓):  2.109337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in journey for margaret
Start Entity:     Journey for Margaret
Gold Answer:      [['Laraine Day', 'Robert Young']]
Predicted Ans:    Laraine Day
Predicted Path:   Journey for Margaret --[starred_actors]--> Laraine Day --[(INV) starred_actors]--> My Dear Secretary --[starred_actors]--> Laraine Day
Path (Raw):       Journey for Margaret --[starred_actors]--> Laraine Day --[(INV) starred_actors]--> My Dear Secretary --[starred_actors]--> Laraine Day
Neg LogProb(↓):   0.240964
Path Entropy(↓):  0.526095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote blue sunshine
Start Entity:     Blue Sunshine
Gold Answer:      [['Jeff Lieberman']]
Predicted Ans:    Jeff Lieberman
Predicted Path:   Blue Sunshine --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Blue Sunshine --[written_by]--> Jeff Lieberman
Path (Raw):       Blue Sunshine --[written_by]--> Jeff Lieberman --[(INV) written_by]--> Blue Sunshine --[written_by]--> Jeff Lieberman
Neg LogProb(↓):   0.521750
Path Entropy(↓):  0.722661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film arsenic and old lace are directed by who
Start Entity:     Arsenic and Old Lace
Gold Answer:      [['Don Hartman', 'John Cromwell', 'George Cukor', 'William A. Seiter', 'Garson Kanin', 'Norman Taurog', 'James Flood', 'Dudley Nichols', 'Delmer Daves', 'Richard Quine', 'Richard Thorpe', 'Blake Edwards', 'Henry Koster', 'Raoul Walsh', 'King Vidor', 'Sidney Sheldon', 'George Marshall', 'Nicholas Ray', 'Mark Robson', 'Ingmar Bergman', 'Melville Shavelson', 'George Fitzmaurice', 'Michael Curtiz', 'Stanley Kramer', 'Howard Hawks', 'Anatole Litvak', 'Wesley Ruggles', 'Curtis Bernhardt', 'William Cameron Menzies', 'Stanley Donen', 'Leo McCarey', 'William Keighley', 'Alfred Hitchcock', 'Lowell Sherman', 'Delbert Mann', 'Harold Young', 'H.C. Potter', 'Irving Reis', 'Lloyd Bacon', 'Clarence Brown', 'Richard Brooks', 'David Butler', 'George Stevens', 'Josef von Sternberg', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Elia Kazan', 'Stuart Heisler']]
Predicted Ans:    Richard Brooks
Predicted Path:   Arsenic and Old Lace --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[directed_by]--> Richard Brooks
Path (Raw):       Arsenic and Old Lace --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Crisis --[directed_by]--> Richard Brooks
Neg LogProb(↓):   1.675267
Path Entropy(↓):  2.293284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the messenger
Start Entity:     The Messenger
Gold Answer:      [['Oren Moverman', 'Alessandro Camon']]
Predicted Ans:    Alessandro Camon
Predicted Path:   The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[written_by]--> Alessandro Camon
Path (Raw):       The Messenger --[written_by]--> Alessandro Camon --[(INV) written_by]--> The Messenger --[written_by]--> Alessandro Camon
Neg LogProb(↓):   0.001992
Path Entropy(↓):  0.015922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie bobby were released in which years
Start Entity:     Bobby
Gold Answer:      [['2000', '1990', '2010', '1996', '1986']]
Predicted Ans:    1996
Predicted Path:   Bobby --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home --[release_year]--> 1996
Path (Raw):       Bobby --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home --[release_year]--> 1996
Neg LogProb(↓):   0.684217
Path Entropy(↓):  1.371107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie superstar are written by who
Start Entity:     Superstar
Gold Answer:      [['Bruce McCulloch']]
Predicted Ans:    Molly Shannon
Predicted Path:   Superstar --[directed_by]--> Bruce McCulloch --[(INV) directed_by]--> Superstar --[written_by]--> Molly Shannon
Path (Raw):       Superstar --[directed_by]--> Bruce McCulloch --[(INV) directed_by]--> Superstar --[written_by]--> Molly Shannon
Neg LogProb(↓):   0.667237
Path Entropy(↓):  0.753740
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies written by the writer of michael clayton
Start Entity:     Michael Clayton
Gold Answer:      [['Russell Crowe', 'Rachel McAdams', 'Edward Norton', 'David Morse', 'Julia Stiles', 'Julia Roberts', 'Moira Kelly', 'Matt Damon', 'Franka Potente', 'Meg Ryan', 'Clive Owen', 'Ben Affleck', 'Chris Cooper', 'Jeremy Renner', 'Brian Cox', 'Helen Mirren']]
Predicted Ans:    Brian Cox
Predicted Path:   Michael Clayton --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Supremacy --[starred_actors]--> Brian Cox
Path (Raw):       Michael Clayton --[written_by]--> Tony Gilroy --[(INV) written_by]--> The Bourne Supremacy --[starred_actors]--> Brian Cox
Neg LogProb(↓):   0.865783
Path Entropy(↓):  1.182055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with the sicilian in
Start Entity:     The Sicilian
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   The Sicilian --[directed_by]--> Michael Cimino --[(INV) directed_by]--> The Deer Hunter --[in_language]--> Russian
Path (Raw):       The Sicilian --[directed_by]--> Michael Cimino --[(INV) directed_by]--> The Deer Hunter --[in_language]--> Russian
Neg LogProb(↓):   0.008018
Path Entropy(↓):  0.048891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did vincent price star in
Start Entity:     Vincent Price
Gold Answer:      [['The Bribe', 'House of Wax', 'The Tingler', 'The Comedy of Terrors', 'The Tomb of Ligeia', 'Dr. Goldfoot and the Bikini Machine', 'Cry of the Banshee', 'Twice-Told Tales', 'Madhouse', 'Vincent', 'The Abominable Dr. Phibes', 'The Monster Club', 'The Bat', 'The Masque of the Red Death', 'Witchfinder General', 'Dr. Phibes Rises Again', 'The Raven', 'The Baron of Arizona', 'House on Haunted Hill', 'The Invisible Man Returns', 'The Mad Magician', 'Leave Her to Heaven', 'Theatre of Blood', 'The Keys of the Kingdom', 'Dr. Goldfoot and the Girl Bombs', 'House of Usher', 'His Kind of Woman', 'Dragonwyck', 'The Whales of August', 'Bloodbath at the House of Death', 'The Last Man on Earth', 'Diary of a Madman', 'The House of the Seven Gables', 'The Haunted Palace', 'Laura', 'Tales of Terror', 'The Long Night', 'Champagne for Caesar', 'The Oblong Box']]
Predicted Ans:    Witchfinder General
Predicted Path:   Vincent Price --[(INV) starred_actors]--> Witchfinder General --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General
Path (Raw):       Vincent Price --[(INV) starred_actors]--> Witchfinder General --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General
Neg LogProb(↓):   0.746845
Path Entropy(↓):  2.584144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film in your eyes
Start Entity:     In Your Eyes
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   In Your Eyes --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       In Your Eyes --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   0.003021
Path Entropy(↓):  0.026795
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by david yallop
Start Entity:     David Yallop
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   David Yallop --[(INV) written_by]--> Chicago Joe and the Showgirl --[has_genre]--> Drama
Path (Raw):       David Yallop --[No Operation]--> David Yallop --[(INV) written_by]--> Chicago Joe and the Showgirl --[has_genre]--> Drama
Neg LogProb(↓):   0.032757
Path Entropy(↓):  0.142397
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is bolivia
Start Entity:     Bolivia
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Bolivia --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Bolivia --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.188169
Path Entropy(↓):  4.435245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is sapphire
Start Entity:     Sapphire
Gold Answer:      [['Drama', 'Mystery', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   Sapphire --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       Sapphire --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   2.992927
Path Entropy(↓):  0.905747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of pocketful of miracles is also the director of which films
Start Entity:     Pocketful of Miracles
Gold Answer:      [['A Hole in the Head', 'State of the Union', 'Mr. Smith Goes to Washington', 'Lady for a Day', "You Can't Take It With You", 'Submarine', 'Arsenic and Old Lace', 'The Nazis Strike', 'Platinum Blonde', 'The Battle of China', 'It Happened One Night', 'Ladies of Leisure', 'Rain or Shine', "It's a Wonderful Life", 'Forbidden', 'The Battle of Russia', 'Meet John Doe', 'The Bitter Tea of General Yen', 'Lost Horizon', 'Dirigible', 'Here Comes the Groom', 'Broadway Bill', 'The Miracle Woman', 'The Battle of Britain', 'The Strong Man', 'Mr. Deeds Goes to Town', 'War Comes to America', 'American Madness']]
Predicted Ans:    A Hole in the Head
Predicted Path:   Pocketful of Miracles --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head
Path (Raw):       Pocketful of Miracles --[directed_by]--> Frank Capra --[(INV) directed_by]--> A Hole in the Head --[No Operation]--> A Hole in the Head
Neg LogProb(↓):   1.559582
Path Entropy(↓):  2.414050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film she's all that
Start Entity:     She's All That
Gold Answer:      [['Gavin Grazer', 'Deborah Kaplan', 'Harry Elfont', 'Ron Judkins', 'Stephen Kay', 'Mike Hodges', 'Peter Howitt']]
Predicted Ans:    Mike Hodges
Predicted Path:   She's All That --[starred_actors]--> Rachael Leigh Cook --[(INV) starred_actors]--> Get Carter --[directed_by]--> Mike Hodges
Path (Raw):       She's All That --[starred_actors]--> Rachael Leigh Cook --[(INV) starred_actors]--> Get Carter --[directed_by]--> Mike Hodges
Neg LogProb(↓):   1.319425
Path Entropy(↓):  1.820822
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by dylan walsh released
Start Entity:     Dylan Walsh
Gold Answer:      [['2008', '1995', '2009', '1987']]
Predicted Ans:    1987
Predicted Path:   Dylan Walsh --[(INV) starred_actors]--> The Stepfather --[release_year]--> 1987
Path (Raw):       Dylan Walsh --[No Operation]--> Dylan Walsh --[(INV) starred_actors]--> The Stepfather --[release_year]--> 1987
Neg LogProb(↓):   0.696967
Path Entropy(↓):  0.785438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by ethel merman
Start Entity:     Ethel Merman
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Ethel Merman --[(INV) starred_actors]--> There's No Business Like Show Business --[has_genre]--> Comedy
Path (Raw):       Ethel Merman --[No Operation]--> Ethel Merman --[(INV) starred_actors]--> There's No Business Like Show Business --[has_genre]--> Comedy
Neg LogProb(↓):   0.443314
Path Entropy(↓):  0.812127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the comancheros
Start Entity:     The Comancheros
Gold Answer:      [['1946', '1954', '1944', '1936', '1935', '1941', '1968', '1939', '1933', '2004', '1947', '1932', '1943', '1983', '1995', '1971', '1989', '1942', '1940', '1938', '1955', '1934', '1924', '1949', '1950', '1960', '1945', '1937', '1928', '1958']]
Predicted Ans:    1961
Predicted Path:   The Comancheros --[directed_by]--> John Wayne --[(INV) directed_by]--> The Comancheros --[release_year]--> 1961
Path (Raw):       The Comancheros --[directed_by]--> John Wayne --[(INV) directed_by]--> The Comancheros --[release_year]--> 1961
Neg LogProb(↓):   0.962432
Path Entropy(↓):  1.839671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie oldboy
Start Entity:     Oldboy
Gold Answer:      [['2000', '1997', '2009', '2008', '2012', '2010', '1969', '1994', '1986', '2011', '2013', '2007']]
Predicted Ans:    2010
Predicted Path:   Oldboy --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> True Grit --[release_year]--> 2010
Path (Raw):       Oldboy --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> True Grit --[release_year]--> 2010
Neg LogProb(↓):   1.328794
Path Entropy(↓):  2.410200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the back from eternity director
Start Entity:     Back from Eternity
Gold Answer:      [['James Warner Bellah', "Louis L'Amour", 'Jonathan Latimer', 'Irwin Shaw', 'William Durkee', 'Andrew Geer', 'John Twist', 'Frank Butler', 'C.S. Forester', 'Barré Lyndon', 'Kenneth Fearing', 'Cornell Woolrich']]
Predicted Ans:    Louis L'Amour
Predicted Path:   Back from Eternity --[directed_by]--> John Farrow --[(INV) directed_by]--> Hondo --[written_by]--> Louis L'Amour
Path (Raw):       Back from Eternity --[directed_by]--> John Farrow --[(INV) directed_by]--> Hondo --[written_by]--> Louis L'Amour
Neg LogProb(↓):   0.138086
Path Entropy(↓):  0.574611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in born to raise hell
Start Entity:     Born to Raise Hell
Gold Answer:      [['Steven Seagal', 'Darren Shahlavi']]
Predicted Ans:    Steven Seagal
Predicted Path:   Born to Raise Hell --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Black Dawn --[starred_actors]--> Steven Seagal
Path (Raw):       Born to Raise Hell --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Black Dawn --[starred_actors]--> Steven Seagal
Neg LogProb(↓):   1.089411
Path Entropy(↓):  1.526235
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by fahrenhype 9 / 11 actors
Start Entity:     Fahrenhype 9/11
Gold Answer:      [['Christian Duguay', 'Kathryn Bigelow', 'Paul Bogart', 'Peter Hyams']]
Predicted Ans:    Christian Duguay
Predicted Path:   Fahrenhype 9/11 --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[directed_by]--> Christian Duguay
Path (Raw):       Fahrenhype 9/11 --[starred_actors]--> Ron Silver --[(INV) starred_actors]--> Live Wire --[directed_by]--> Christian Duguay
Neg LogProb(↓):   0.111327
Path Entropy(↓):  0.375883
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the magician
Start Entity:     The Magician
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   The Magician --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Face to Face --[directed_by]--> Ingmar Bergman
Path (Raw):       The Magician --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Face to Face --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.703258
Path Entropy(↓):  1.335896
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by larry crowne actors
Start Entity:     Larry Crowne
Gold Answer:      [['French', 'Somali']]
Predicted Ans:    French
Predicted Path:   Larry Crowne --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Path (Raw):       Larry Crowne --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Neg LogProb(↓):   0.008564
Path Entropy(↓):  0.056343
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe sans soleil
Start Entity:     Sans Soleil
Gold Answer:      [['chris marker']]
Predicted Ans:    chris marker
Predicted Path:   Sans Soleil --[has_tags]--> chris marker --[(INV) has_tags]--> A.K. --[has_tags]--> chris marker
Path (Raw):       Sans Soleil --[has_tags]--> chris marker --[(INV) has_tags]--> A.K. --[has_tags]--> chris marker
Neg LogProb(↓):   0.358718
Path Entropy(↓):  0.612175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by gerry lopez
Start Entity:     Gerry Lopez
Gold Answer:      [['John Milius']]
Predicted Ans:    John Milius
Predicted Path:   Gerry Lopez --[(INV) starred_actors]--> Farewell to the King --[directed_by]--> John Milius
Path (Raw):       Gerry Lopez --[No Operation]--> Gerry Lopez --[(INV) starred_actors]--> Farewell to the King --[directed_by]--> John Milius
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with the blackbird in
Start Entity:     The Blackbird
Gold Answer:      [['Mandarin', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Blackbird --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[in_language]--> Italian
Path (Raw):       The Blackbird --[starred_actors]--> Lon Chaney --[(INV) starred_actors]--> The Monster --[in_language]--> Italian
Neg LogProb(↓):   0.002547
Path Entropy(↓):  0.020605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with halloween in
Start Entity:     Halloween
Gold Answer:      [['Norwegian']]
Predicted Ans:    rob zombie
Predicted Path:   Halloween --[directed_by]--> Rob Zombie --[(INV) directed_by]--> The Devil's Rejects --[has_tags]--> rob zombie
Path (Raw):       Halloween --[directed_by]--> Rob Zombie --[(INV) directed_by]--> The Devil's Rejects --[has_tags]--> rob zombie
Neg LogProb(↓):   1.120420
Path Entropy(↓):  1.619993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by the writer of hulk
Start Entity:     Hulk
Gold Answer:      [['Ang Lee', 'Martin Campbell', 'Maria Ripoll']]
Predicted Ans:    Ang Lee
Predicted Path:   Hulk --[written_by]--> James Schamus --[(INV) written_by]--> Hulk --[directed_by]--> Ang Lee
Path (Raw):       Hulk --[written_by]--> James Schamus --[(INV) written_by]--> Hulk --[directed_by]--> Ang Lee
Neg LogProb(↓):   0.266380
Path Entropy(↓):  0.609025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in moliere written movies
Start Entity:     Molière
Gold Answer:      [['German']]
Predicted Ans:    French
Predicted Path:   Molière --[in_language]--> French --[(INV) in_language]--> The Chorus --[in_language]--> French
Path (Raw):       Molière --[in_language]--> French --[(INV) in_language]--> The Chorus --[in_language]--> French
Neg LogProb(↓):   2.486184
Path Entropy(↓):  3.584797
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the screenwriter with a little princess
Start Entity:     A Little Princess
Gold Answer:      [['Little Lord Fauntleroy', 'The Little Princess', 'The Secret Garden']]
Predicted Ans:    The Secret Garden
Predicted Path:   A Little Princess --[written_by]--> Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden
Path (Raw):       A Little Princess --[written_by]--> Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden --[No Operation]--> The Secret Garden
Neg LogProb(↓):   0.839652
Path Entropy(↓):  1.025046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by margaret anne barnes
Start Entity:     Margaret Anne Barnes
Gold Answer:      [['Johnny Cash', 'Andy Griffith']]
Predicted Ans:    Andy Griffith
Predicted Path:   Margaret Anne Barnes --[(INV) written_by]--> Murder in Coweta County --[starred_actors]--> Andy Griffith
Path (Raw):       Margaret Anne Barnes --[No Operation]--> Margaret Anne Barnes --[(INV) written_by]--> Murder in Coweta County --[starred_actors]--> Andy Griffith
Neg LogProb(↓):   0.001485
Path Entropy(↓):  0.011146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of marnie
Start Entity:     Marnie
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    The 39 Steps
Predicted Path:   Marnie --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps
Path (Raw):       Marnie --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps --[No Operation]--> The 39 Steps
Neg LogProb(↓):   0.838203
Path Entropy(↓):  2.122723
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in kiss me goodbye
Start Entity:     Kiss Me Goodbye
Gold Answer:      [['James Caan', 'Sally Field', 'Jeff Bridges']]
Predicted Ans:    Jeff Bridges
Predicted Path:   Kiss Me Goodbye --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[starred_actors]--> Jeff Bridges
Path (Raw):       Kiss Me Goodbye --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.198042
Path Entropy(↓):  0.576002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film flight of the navigator
Start Entity:     Flight of the Navigator
Gold Answer:      [['1980', '1978', '2005', '1989', '1991', '1982', '1996', '1973', '1984']]
Predicted Ans:    1973
Predicted Path:   Flight of the Navigator --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[release_year]--> 1973
Path (Raw):       Flight of the Navigator --[directed_by]--> Randal Kleiser --[(INV) directed_by]--> White Fang --[release_year]--> 1973
Neg LogProb(↓):   0.717440
Path Entropy(↓):  1.793517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the pride of the yankees actors
Start Entity:     The Pride of the Yankees
Gold Answer:      [['Romance', 'Family', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Pride of the Yankees --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Love in the Afternoon --[has_genre]--> Comedy
Path (Raw):       The Pride of the Yankees --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Love in the Afternoon --[has_genre]--> Comedy
Neg LogProb(↓):   1.053946
Path Entropy(↓):  2.351696
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of lipstick
Start Entity:     Lipstick
Gold Answer:      [['Drama', 'Sport']]
Predicted Ans:    Drama
Predicted Path:   Lipstick --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> One on One --[has_genre]--> Drama
Path (Raw):       Lipstick --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> One on One --[has_genre]--> Drama
Neg LogProb(↓):   0.154160
Path Entropy(↓):  0.441561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in the devil's own
Start Entity:     The Devil's Own
Gold Answer:      [['1954', '2008', '2003', '1992', '1993', '1936', '2006', '1985', '1979', '2007', '1998', '2009', '2010', '2004', '1982', '1947', '2014', '1994', '1995', '2001', '1990', '1989', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '1997', '1991', '1999', '1986']]
Predicted Ans:    2011
Predicted Path:   The Devil's Own --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Path (Raw):       The Devil's Own --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> The Tree of Life --[release_year]--> 2011
Neg LogProb(↓):   1.890106
Path Entropy(↓):  2.110769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by robert d. siegel
Start Entity:     Robert D. Siegel
Gold Answer:      [['Darren Aronofsky']]
Predicted Ans:    Darren Aronofsky
Predicted Path:   Robert D. Siegel --[(INV) written_by]--> The Wrestler --[directed_by]--> Darren Aronofsky
Path (Raw):       Robert D. Siegel --[No Operation]--> Robert D. Siegel --[(INV) written_by]--> The Wrestler --[directed_by]--> Darren Aronofsky
Neg LogProb(↓):   0.001203
Path Entropy(↓):  0.009974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor stephen fry is a co - star of who
Start Entity:     Stephen Fry
Gold Answer:      [['Alphonsia Emmanuel', 'Hugh Laurie', 'Jeroen Krabbé', 'Kenneth Branagh']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Stephen Fry --[(INV) starred_actors]--> Peter's Friends --[starred_actors]--> Kenneth Branagh
Path (Raw):       Stephen Fry --[No Operation]--> Stephen Fry --[(INV) starred_actors]--> Peter's Friends --[starred_actors]--> Kenneth Branagh
Neg LogProb(↓):   0.066638
Path Entropy(↓):  0.302523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by robert conrad
Start Entity:     Robert Conrad
Gold Answer:      [['John Sayles']]
Predicted Ans:    John Sayles
Predicted Path:   Robert Conrad --[(INV) starred_actors]--> The Lady in Red --[written_by]--> John Sayles
Path (Raw):       Robert Conrad --[No Operation]--> Robert Conrad --[(INV) starred_actors]--> The Lady in Red --[written_by]--> John Sayles
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by katrin benedikt were directed by who
Start Entity:     Katrin Benedikt
Gold Answer:      [['Patrick Hughes']]
Predicted Ans:    Patrick Hughes
Predicted Path:   Katrin Benedikt --[(INV) written_by]--> The Expendables 3 --[directed_by]--> Patrick Hughes
Path (Raw):       Katrin Benedikt --[No Operation]--> Katrin Benedikt --[(INV) written_by]--> The Expendables 3 --[directed_by]--> Patrick Hughes
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by murray forbes
Start Entity:     Murray Forbes
Gold Answer:      [['Steve Sekely']]
Predicted Ans:    Steve Sekely
Predicted Path:   Murray Forbes --[(INV) written_by]--> Hollow Triumph --[directed_by]--> Steve Sekely
Path (Raw):       Murray Forbes --[No Operation]--> Murray Forbes --[(INV) written_by]--> Hollow Triumph --[directed_by]--> Steve Sekely
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies written by raoul walsh fall under
Start Entity:     Raoul Walsh
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Raoul Walsh --[(INV) written_by]--> Regeneration --[has_genre]--> Drama
Path (Raw):       Raoul Walsh --[No Operation]--> Raoul Walsh --[(INV) written_by]--> Regeneration --[has_genre]--> Drama
Neg LogProb(↓):   0.011286
Path Entropy(↓):  0.061549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie gen¹³
Start Entity:     Gen¹³
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Gen¹³ --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Gen¹³ --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.601312
Path Entropy(↓):  3.013366
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of swamp water
Start Entity:     Swamp Water
Gold Answer:      [['Vereen Bell']]
Predicted Ans:    Vereen Bell
Predicted Path:   Swamp Water --[written_by]--> Vereen Bell --[(INV) written_by]--> Swamp Water --[written_by]--> Vereen Bell
Path (Raw):       Swamp Water --[written_by]--> Vereen Bell --[(INV) written_by]--> Swamp Water --[written_by]--> Vereen Bell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with walk of shame
Start Entity:     Walk of Shame
Gold Answer:      [['Ready to Rumble', 'Little Nicky']]
Predicted Ans:    Little Nicky
Predicted Path:   Walk of Shame --[written_by]--> Steven Brill --[(INV) written_by]--> Little Nicky
Path (Raw):       Walk of Shame --[written_by]--> Steven Brill --[(INV) written_by]--> Little Nicky --[No Operation]--> Little Nicky
Neg LogProb(↓):   0.538683
Path Entropy(↓):  0.702573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by elliott gould were in which languages
Start Entity:     Elliott Gould
Gold Answer:      [['English', 'Korean', 'German']]
Predicted Ans:    English
Predicted Path:   Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       Elliott Gould --[No Operation]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   0.707983
Path Entropy(↓):  0.760374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does anna quayle act in
Start Entity:     Anna Quayle
Gold Answer:      [['Smashing Time']]
Predicted Ans:    Smashing Time
Predicted Path:   Anna Quayle --[(INV) starred_actors]--> Smashing Time --[starred_actors]--> Rita Tushingham --[(INV) starred_actors]--> Smashing Time
Path (Raw):       Anna Quayle --[(INV) starred_actors]--> Smashing Time --[starred_actors]--> Rita Tushingham --[(INV) starred_actors]--> Smashing Time
Neg LogProb(↓):   0.147610
Path Entropy(↓):  0.477819
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of rancho notorious
Start Entity:     Rancho Notorious
Gold Answer:      [['Robert Young', 'Henry Fonda', 'Gene Tierney', 'Gary Cooper', 'Joan Bennett', 'Madeleine Ozeray', 'Walter Pidgeon', 'Gene Lockhart', 'Anna Lee', 'Alfred Abel', 'Claude Rains', 'Dan Duryea', 'Gustav Fröhlich', 'Randolph Scott', 'Howard Duff', 'Barbara Stanwyck', 'Dana Andrews', 'Paul Douglas', 'Jane Wyatt', 'Louis Hayward', 'Jesse Metcalfe', 'Dorothy Patrick', 'George Sanders', 'Brian Donlevy', 'Stewart Granger', 'Arthur Franz', 'Michael Douglas', 'Gloria Grahame', 'George Raft', 'Thomas Mitchell', 'Glenn Ford', 'Jean Gabin', 'Edward G. Robinson', 'Walter Brennan', 'Robert Ryan', 'Shia LaBeouf', 'Marilyn Monroe', 'Lee Bowman', 'Walter Abel', 'Joan Fontaine', 'Dean Jagger', 'Sidney Blackmer', 'Charles Boyer', 'Logan Lerman', 'Brad Pitt', 'Amber Tamblyn', 'Michael Peña', 'Rhonda Fleming', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Ida Lupino', 'Peter Lorre', 'Gustav Diessl']]
Predicted Ans:    Joan Bennett
Predicted Path:   Rancho Notorious --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Path (Raw):       Rancho Notorious --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   0.515850
Path Entropy(↓):  0.972140
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the wild bees is also the director of which films
Start Entity:     The Wild Bees
Gold Answer:      [['The Country Teacher', 'Something Like Happiness']]
Predicted Ans:    The Country Teacher
Predicted Path:   The Wild Bees --[directed_by]--> Bohdan Sláma --[(INV) directed_by]--> The Country Teacher
Path (Raw):       The Wild Bees --[directed_by]--> Bohdan Sláma --[(INV) directed_by]--> The Country Teacher --[No Operation]--> The Country Teacher
Neg LogProb(↓):   0.352524
Path Entropy(↓):  0.800873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in still of the night
Start Entity:     Still of the Night
Gold Answer:      [['Meryl Streep', 'Roy Scheider', 'Joe Grifasi', 'Jessica Tandy']]
Predicted Ans:    Joe Grifasi
Predicted Path:   Still of the Night --[starred_actors]--> Joe Grifasi --[(INV) starred_actors]--> Still of the Night --[starred_actors]--> Joe Grifasi
Path (Raw):       Still of the Night --[starred_actors]--> Joe Grifasi --[(INV) starred_actors]--> Still of the Night --[starred_actors]--> Joe Grifasi
Neg LogProb(↓):   1.094495
Path Entropy(↓):  1.364563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by lawrence sanders starred who
Start Entity:     Lawrence Sanders
Gold Answer:      [['Martin Balsam', 'Sean Connery', 'David Dukes', 'Dyan Cannon', 'Frank Sinatra', 'Faye Dunaway']]
Predicted Ans:    Sean Connery
Predicted Path:   Lawrence Sanders --[(INV) written_by]--> The Anderson Tapes --[starred_actors]--> Sean Connery
Path (Raw):       Lawrence Sanders --[No Operation]--> Lawrence Sanders --[(INV) written_by]--> The Anderson Tapes --[starred_actors]--> Sean Connery
Neg LogProb(↓):   0.443209
Path Entropy(↓):  0.661220
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in urban menace also appears in which films
Start Entity:     Urban Menace
Gold Answer:      [['Soul Plane', 'Hood of Horror', 'Bones']]
Predicted Ans:    Urban Menace
Predicted Path:   Urban Menace --[starred_actors]--> Big Pun --[(INV) starred_actors]--> Urban Menace
Path (Raw):       Urban Menace --[starred_actors]--> Big Pun --[No Operation]--> Big Pun --[(INV) starred_actors]--> Urban Menace
Neg LogProb(↓):   0.094498
Path Entropy(↓):  0.325715
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of camille claudel 1915
Start Entity:     Camille Claudel 1915
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Camille Claudel 1915 --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Camille Claudel 1915 --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   3.187333
Path Entropy(↓):  4.511922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with summer and smoke in
Start Entity:     Summer and Smoke
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Summer and Smoke --[starred_actors]--> Laurence Harvey --[(INV) starred_actors]--> Darling --[in_language]--> Swedish
Path (Raw):       Summer and Smoke --[starred_actors]--> Laurence Harvey --[(INV) starred_actors]--> Darling --[in_language]--> Swedish
Neg LogProb(↓):   0.139469
Path Entropy(↓):  0.459469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by falling in love again actors
Start Entity:     Falling in Love Again
Gold Answer:      [['French', 'English', 'Korean', 'German']]
Predicted Ans:    English
Predicted Path:   Falling in Love Again --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Path (Raw):       Falling in Love Again --[starred_actors]--> Elliott Gould --[(INV) starred_actors]--> The Lady Vanishes --[in_language]--> English
Neg LogProb(↓):   0.792324
Path Entropy(↓):  1.024705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by sarah wright
Start Entity:     Sarah Wright
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sarah Wright --[(INV) starred_actors]--> Walk of Shame --[has_genre]--> Comedy
Path (Raw):       Sarah Wright --[No Operation]--> Sarah Wright --[(INV) starred_actors]--> Walk of Shame --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for moonlight serenade
Start Entity:     Moonlight Serenade
Gold Answer:      [['Giancarlo Tallarico']]
Predicted Ans:    Giancarlo Tallarico
Predicted Path:   Moonlight Serenade --[written_by]--> Giancarlo Tallarico --[(INV) written_by]--> Moonlight Serenade --[written_by]--> Giancarlo Tallarico
Path (Raw):       Moonlight Serenade --[written_by]--> Giancarlo Tallarico --[(INV) written_by]--> Moonlight Serenade --[written_by]--> Giancarlo Tallarico
Neg LogProb(↓):   0.000693
Path Entropy(↓):  0.005734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with valentine davies
Start Entity:     Valentine Davies
Gold Answer:      [['George Seaton', 'Hal Kanter', 'Vera Caspary', 'Rudolph Lothar', 'Hans Adler', 'Henry Ephron', 'John Hughes']]
Predicted Ans:    George Seaton
Predicted Path:   Valentine Davies --[(INV) written_by]--> Miracle on 34th Street --[written_by]--> George Seaton
Path (Raw):       Valentine Davies --[No Operation]--> Valentine Davies --[(INV) written_by]--> Miracle on 34th Street --[written_by]--> George Seaton
Neg LogProb(↓):   1.431918
Path Entropy(↓):  1.550955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie it's a free world... in a few words
Start Entity:     It's a Free World...
Gold Answer:      [['ken loach']]
Predicted Ans:    ken loach
Predicted Path:   It's a Free World... --[has_tags]--> ken loach --[(INV) has_tags]--> Bread and Roses --[has_tags]--> ken loach
Path (Raw):       It's a Free World... --[has_tags]--> ken loach --[(INV) has_tags]--> Bread and Roses --[has_tags]--> ken loach
Neg LogProb(↓):   0.166243
Path Entropy(↓):  0.474354
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of morton s. fine written films
Start Entity:     Morton S. Fine
Gold Answer:      [['1978', '1964']]
Predicted Ans:    1964
Predicted Path:   Morton S. Fine --[(INV) written_by]--> The Pawnbroker --[release_year]--> 1964
Path (Raw):       Morton S. Fine --[No Operation]--> Morton S. Fine --[(INV) written_by]--> The Pawnbroker --[release_year]--> 1964
Neg LogProb(↓):   0.041540
Path Entropy(↓):  0.170237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the big house
Start Entity:     The Big House
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'George F. Marion', 'Dorothy Jordan', 'Phillips Holmes', 'Ricky Schroder', 'Marjorie Rambeau', 'Faye Dunaway', 'Wallace Beery', 'Lewis Stone', 'Jackie Cooper', 'Elizabeth Allan', 'Lionel Barrymore', 'Lillian Gish', 'John Barrymore', 'Walter Huston', 'Jon Voight', 'Lars Hanson', 'Montagu Love', 'Robert Taylor', 'James Franco', 'Jean Harlow', 'Sienna Miller', 'Spencer Tracy', 'Charles Bickford']]
Predicted Ans:    Wallace Beery
Predicted Path:   The Big House --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[starred_actors]--> Wallace Beery
Path (Raw):       The Big House --[written_by]--> Frances Marion --[(INV) written_by]--> Dinner at Eight --[starred_actors]--> Wallace Beery
Neg LogProb(↓):   0.249937
Path Entropy(↓):  0.912080
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie girls will be girls
Start Entity:     Girls Will Be Girls
Gold Answer:      [['Richard Day']]
Predicted Ans:    Richard Day
Predicted Path:   Girls Will Be Girls --[written_by]--> Richard Day --[(INV) written_by]--> Girls Will Be Girls --[written_by]--> Richard Day
Path (Raw):       Girls Will Be Girls --[written_by]--> Richard Day --[(INV) written_by]--> Girls Will Be Girls --[written_by]--> Richard Day
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie only old men are going to battle starred who
Start Entity:     Only Old Men Are Going to Battle
Gold Answer:      [['Leonid Bykov']]
Predicted Ans:    Leonid Bykov
Predicted Path:   Only Old Men Are Going to Battle --[starred_actors]--> Leonid Bykov --[(INV) starred_actors]--> Only Old Men Are Going to Battle --[starred_actors]--> Leonid Bykov
Path (Raw):       Only Old Men Are Going to Battle --[starred_actors]--> Leonid Bykov --[(INV) starred_actors]--> Only Old Men Are Going to Battle --[starred_actors]--> Leonid Bykov
Neg LogProb(↓):   0.077392
Path Entropy(↓):  0.330374
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed what just happened
Start Entity:     What Just Happened
Gold Answer:      [['Bruce Willis', 'Dustin Hoffman', 'Tom Cruise', 'Michael Gambon', 'Annette Bening', 'Valeria Golino', 'Robert De Niro', 'Glenn Close', 'Harvey Keitel', 'Nicolette Krebitz', 'Jutta Hoffmann', 'Christian Slater', 'Billy Bob Thornton', 'Warren Beatty', 'Barry McEvoy', 'Robert Redford', 'Jasmin Tabatabai', 'Demi Moore', 'Robin Williams', 'Michael Douglas', 'Ben Kingsley', 'Christopher Walken', 'Barbara Hershey', 'Kim Basinger', 'Danny DeVito', 'Cate Blanchett', 'Robert Duvall', 'Sharon Stone', 'Laura Linney', 'Lewis Black', 'Anne Heche', 'Katja Riemann', 'Ben Stiller', 'Donald Sutherland', 'Samuel L. Jackson', 'Denis Leary', 'Richard Dreyfuss', 'Joan Cusack', 'Jack Black', 'Al Pacino', 'Joe Pesci', 'Robin Wright']]
Predicted Ans:    Robin Williams
Predicted Path:   What Just Happened --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Good Morning, Vietnam --[starred_actors]--> Robin Williams
Path (Raw):       What Just Happened --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Good Morning, Vietnam --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.925775
Path Entropy(↓):  1.435521
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the company men
Start Entity:     The Company Men
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   The Company Men --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       The Company Men --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.756388
Path Entropy(↓):  4.438882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director carl deal co - directed films with who
Start Entity:     Carl Deal
Gold Answer:      [['Tia Lessin']]
Predicted Ans:    Tia Lessin
Predicted Path:   Carl Deal --[(INV) directed_by]--> Citizen Koch --[directed_by]--> Tia Lessin
Path (Raw):       Carl Deal --[No Operation]--> Carl Deal --[(INV) directed_by]--> Citizen Koch --[directed_by]--> Tia Lessin
Neg LogProb(↓):   0.097816
Path Entropy(↓):  0.309843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by peyo
Start Entity:     Peyo
Gold Answer:      [['Raja Gosnell']]
Predicted Ans:    Raja Gosnell
Predicted Path:   Peyo --[(INV) written_by]--> The Smurfs --[directed_by]--> Raja Gosnell
Path (Raw):       Peyo --[No Operation]--> Peyo --[(INV) written_by]--> The Smurfs --[directed_by]--> Raja Gosnell
Neg LogProb(↓):   0.000152
Path Entropy(↓):  0.001484
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of submarino starred who
Start Entity:     Submarino
Gold Answer:      [['Joaquin Phoenix', 'Mads Mikkelsen', 'Sean Penn', 'Claire Danes']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   Submarino --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> The Hunt --[starred_actors]--> Mads Mikkelsen
Path (Raw):       Submarino --[written_by]--> Thomas Vinterberg --[(INV) written_by]--> The Hunt --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.159341
Path Entropy(↓):  0.448252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by charles martin
Start Entity:     Charles Martin
Gold Answer:      [['William Dieterle', 'George Cukor']]
Predicted Ans:    Charles Martin
Predicted Path:   Charles Martin --[(INV) written_by]--> My Dear Secretary --[directed_by]--> Charles Martin
Path (Raw):       Charles Martin --[No Operation]--> Charles Martin --[(INV) written_by]--> My Dear Secretary --[directed_by]--> Charles Martin
Neg LogProb(↓):   0.742379
Path Entropy(↓):  0.791890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What film genre is matilda
Start Entity:     Matilda
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Matilda --[has_genre]--> Comedy --[(INV) has_genre]--> Wedding Daze --[has_genre]--> Comedy
Path (Raw):       Matilda --[has_genre]--> Comedy --[(INV) has_genre]--> Wedding Daze --[has_genre]--> Comedy
Neg LogProb(↓):   2.932974
Path Entropy(↓):  4.142503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by andy behrens
Start Entity:     Andy Behrens
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Andy Behrens --[(INV) written_by]--> Sex Drive --[has_genre]--> Comedy
Path (Raw):       Andy Behrens --[No Operation]--> Andy Behrens --[(INV) written_by]--> Sex Drive --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the cat's meow
Start Entity:     The Cat's Meow
Gold Answer:      [['Rob Walker', 'Andrew Jarecki', 'James Wan', 'Mike Newell', 'Edward Zwick', 'Rob Schmidt', 'Hossein Amini', 'Leslye Headland', 'Warren Beatty', 'Richard Benjamin', 'Richard Loncraine', 'Alonso Mayo', 'Alan Shapiro', 'Peyton Reed', 'Lars von Trier', 'John Penney', 'Sofia Coppola', 'Stefan Ruzowitzky', 'Gary Fleder', "Tommy O'Haver", 'Sam Raimi', 'Joe Johnston', 'Jim Abrahams', 'Cameron Crowe', 'Andrew Fleming', 'John Hay', 'Michael Patrick Jann']]
Predicted Ans:    John Hay
Predicted Path:   The Cat's Meow --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Lost Christmas --[directed_by]--> John Hay
Path (Raw):       The Cat's Meow --[starred_actors]--> Eddie Izzard --[(INV) starred_actors]--> Lost Christmas --[directed_by]--> John Hay
Neg LogProb(↓):   0.251467
Path Entropy(↓):  0.850568
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by constance towers released
Start Entity:     Constance Towers
Gold Answer:      [['1964', '1959']]
Predicted Ans:    1959
Predicted Path:   Constance Towers --[(INV) starred_actors]--> The Horse Soldiers --[release_year]--> 1959
Path (Raw):       Constance Towers --[No Operation]--> Constance Towers --[(INV) starred_actors]--> The Horse Soldiers --[release_year]--> 1959
Neg LogProb(↓):   0.618523
Path Entropy(↓):  0.690156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films directed by mike leigh
Start Entity:     Mike Leigh
Gold Answer:      [['Philip Davis', 'Pam Ferris', 'Marion Bailey', 'Lesley Manville', 'Allan Corduner', 'Ruth Sheen', 'Tim Roth', 'Lynda Steadman', 'Jim Broadbent', 'Alison Steadman', 'Claire Skinner', 'Timothy Spall', 'Dorothy Atkinson', 'Sally Hawkins', 'Katrin Cartlidge', 'Paul Jesson', 'Jane Horrocks', 'Phil Daniels']]
Predicted Ans:    Jim Broadbent
Predicted Path:   Mike Leigh --[(INV) directed_by]--> Another Year --[starred_actors]--> Jim Broadbent
Path (Raw):       Mike Leigh --[No Operation]--> Mike Leigh --[(INV) directed_by]--> Another Year --[starred_actors]--> Jim Broadbent
Neg LogProb(↓):   0.301625
Path Entropy(↓):  0.912659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film miss sadie thompson
Start Entity:     Miss Sadie Thompson
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Miss Sadie Thompson --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Path (Raw):       Miss Sadie Thompson --[release_year]--> 1953 --[(INV) release_year]--> Knights of the Round Table --[release_year]--> 1953
Neg LogProb(↓):   2.082017
Path Entropy(↓):  3.515625
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film chronicle of an escape released
Start Entity:     Chronicle of an Escape
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Chronicle of an Escape --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Path (Raw):       Chronicle of an Escape --[release_year]--> 2006 --[(INV) release_year]--> Phat Girlz --[release_year]--> 2006
Neg LogProb(↓):   2.888839
Path Entropy(↓):  4.507660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by troy duffy
Start Entity:     Troy Duffy
Gold Answer:      [['Sean Patrick Flanery', 'Willem Dafoe', 'Norman Reedus', 'David Della Rocco']]
Predicted Ans:    Willem Dafoe
Predicted Path:   Troy Duffy --[(INV) directed_by]--> The Boondock Saints --[starred_actors]--> Willem Dafoe
Path (Raw):       Troy Duffy --[No Operation]--> Troy Duffy --[(INV) directed_by]--> The Boondock Saints --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   0.000337
Path Entropy(↓):  0.003254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film you can't take it with you were in which languages
Start Entity:     You Can't Take It With You
Gold Answer:      [['English']]
Predicted Ans:    Drama
Predicted Path:   You Can't Take It With You --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       You Can't Take It With You --[starred_actors]--> James Stewart --[(INV) starred_actors]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   0.970637
Path Entropy(↓):  2.497714
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in what price hollywood?
Start Entity:     What Price Hollywood?
Gold Answer:      [['Lowell Sherman', 'Constance Bennett']]
Predicted Ans:    Alan Mowbray
Predicted Path:   What Price Hollywood? --[starred_actors]--> Constance Bennett --[(INV) starred_actors]--> Merrily We Live --[starred_actors]--> Alan Mowbray
Path (Raw):       What Price Hollywood? --[starred_actors]--> Constance Bennett --[(INV) starred_actors]--> Merrily We Live --[starred_actors]--> Alan Mowbray
Neg LogProb(↓):   0.663708
Path Entropy(↓):  1.004132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose actors also appear in seventh son
Start Entity:     Seventh Son
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Western
Predicted Path:   Seventh Son --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Path (Raw):       Seventh Son --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[has_genre]--> Western
Neg LogProb(↓):   0.952555
Path Entropy(↓):  2.111308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by richard rodgers
Start Entity:     Richard Rodgers
Gold Answer:      [['Mickey Rooney', 'Judy Garland', 'Gordon MacRae', 'Gene Nelson', 'Guy Kibbee', 'Charlotte Greenwood', 'Charles Winninger', 'Gloria Grahame']]
Predicted Ans:    Gloria Grahame
Predicted Path:   Richard Rodgers --[(INV) written_by]--> Oklahoma! --[starred_actors]--> Gloria Grahame
Path (Raw):       Richard Rodgers --[No Operation]--> Richard Rodgers --[(INV) written_by]--> Oklahoma! --[starred_actors]--> Gloria Grahame
Neg LogProb(↓):   0.017609
Path Entropy(↓):  0.091743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of liberty heights
Start Entity:     Liberty Heights
Gold Answer:      [['Barry Levinson']]
Predicted Ans:    Barry Levinson
Predicted Path:   Liberty Heights --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Toys --[directed_by]--> Barry Levinson
Path (Raw):       Liberty Heights --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Toys --[directed_by]--> Barry Levinson
Neg LogProb(↓):   1.112073
Path Entropy(↓):  1.381833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of texas chainsaw 3d was who
Start Entity:     Texas Chainsaw 3D
Gold Answer:      [['John Luessenhop']]
Predicted Ans:    John Luessenhop
Predicted Path:   Texas Chainsaw 3D --[directed_by]--> John Luessenhop --[(INV) directed_by]--> Takers --[directed_by]--> John Luessenhop
Path (Raw):       Texas Chainsaw 3D --[directed_by]--> John Luessenhop --[(INV) directed_by]--> Takers --[directed_by]--> John Luessenhop
Neg LogProb(↓):   0.000129
Path Entropy(↓):  0.001284
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by joe david brown
Start Entity:     Joe David Brown
Gold Answer:      [['Peter Bogdanovich']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Joe David Brown --[(INV) written_by]--> Paper Moon --[directed_by]--> Peter Bogdanovich
Path (Raw):       Joe David Brown --[No Operation]--> Joe David Brown --[(INV) written_by]--> Paper Moon --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.002086
Path Entropy(↓):  0.014949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by justin simien
Start Entity:     Justin Simien
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Justin Simien --[(INV) directed_by]--> Dear White People --[has_genre]--> Drama
Path (Raw):       Justin Simien --[No Operation]--> Justin Simien --[(INV) directed_by]--> Dear White People --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor jasen fisher appeared in the same movie with who
Start Entity:     Jasen Fisher
Gold Answer:      [['Anjelica Huston', 'Joan Fontaine', 'Alec McCowen', 'Kay Walsh', 'Ann Bell', 'Rowan Atkinson', 'Mai Zetterling']]
Predicted Ans:    Anjelica Huston
Predicted Path:   Jasen Fisher --[(INV) starred_actors]--> The Witches --[starred_actors]--> Anjelica Huston
Path (Raw):       Jasen Fisher --[No Operation]--> Jasen Fisher --[(INV) starred_actors]--> The Witches --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.003369
Path Entropy(↓):  0.026612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of survival island
Start Entity:     Survival Island
Gold Answer:      [['Anjelica Huston', 'Mary Crosby', 'Robert Urich', 'Michael D. Roberts', 'Anthony Quinn', 'Johnny Whitaker', 'James Brolin', 'James Coburn', 'Lindsay Wagner', 'Christine Ebersole', 'Jonathan Ward', 'Lauren Stanley', 'Michael Douglas']]
Predicted Ans:    Anjelica Huston
Predicted Path:   Survival Island --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[starred_actors]--> Anjelica Huston
Path (Raw):       Survival Island --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[starred_actors]--> Anjelica Huston
Neg LogProb(↓):   0.009273
Path Entropy(↓):  0.063362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by dennis christopher
Start Entity:     Dennis Christopher
Gold Answer:      [['Steve Tesich', 'Oliver Parker']]
Predicted Ans:    Steve Tesich
Predicted Path:   Dennis Christopher --[(INV) starred_actors]--> Breaking Away --[written_by]--> Steve Tesich
Path (Raw):       Dennis Christopher --[No Operation]--> Dennis Christopher --[(INV) starred_actors]--> Breaking Away --[written_by]--> Steve Tesich
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor stewart granger is a co - star of who
Start Entity:     Stewart Granger
Gold Answer:      [['Madeleine Carroll', 'Ronald Colman', 'Anna Lee', 'Paul Robeson', 'Louis Calhern', 'Phyllis Calvert', 'Margaret Lockwood', 'John Ericson', 'Lynne Frederick', 'Alison Doody', 'Raymond Massey', 'Mel Ferrer', 'Ernie Kovacs', 'Herbert Lom', 'Paul Douglas', 'Roland Young', 'Charles Laughton', 'Patricia Roc', 'Bill Travers', 'Abraham Sofaer', 'Elke Sommer', 'Cedric Hardwicke', 'Richard Carlson', 'Betta St. John', 'John Wayne', 'Robert Taylor', 'Fabian', 'Grace Kelly', 'Janet Leigh', 'Ann Blyth', 'Sharon Stone', 'Ava Gardner', 'Richard Chamberlain', 'Jane Greer', 'Jean Simmons', 'Lionel Jeffries', 'Deborah Kerr', 'Eleanor Parker', 'Patrick Swayze', 'James Mason', 'C. Aubrey Smith', 'Peter Sellers']]
Predicted Ans:    Sharon Stone
Predicted Path:   Stewart Granger --[(INV) starred_actors]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Path (Raw):       Stewart Granger --[No Operation]--> Stewart Granger --[(INV) starred_actors]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.563694
Path Entropy(↓):  1.605445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was seijun suzuki the director of
Start Entity:     Seijun Suzuki
Gold Answer:      [['Princess Raccoon', 'Story of a Prostitute', 'Pistol Opera', 'Branded to Kill', 'Youth of the Beast', 'Tokyo Drifter', 'Gate of Flesh']]
Predicted Ans:    Story of a Prostitute
Predicted Path:   Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute
Path (Raw):       Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute --[directed_by]--> Seijun Suzuki --[(INV) directed_by]--> Story of a Prostitute
Neg LogProb(↓):   1.495878
Path Entropy(↓):  2.592039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the illusionist
Start Entity:     The Illusionist
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    French
Predicted Path:   The Illusionist --[starred_actors]--> Edward Norton --[(INV) starred_actors]--> The Illusionist --[in_language]--> French
Path (Raw):       The Illusionist --[starred_actors]--> Edward Norton --[(INV) starred_actors]--> The Illusionist --[in_language]--> French
Neg LogProb(↓):   0.457053
Path Entropy(↓):  0.682042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by charles denner
Start Entity:     Charles Denner
Gold Answer:      [['Blake Edwards', 'François Truffaut', 'Cornell Woolrich', 'Claude Lelouch']]
Predicted Ans:    Blake Edwards
Predicted Path:   Charles Denner --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Charles Denner --[No Operation]--> Charles Denner --[(INV) starred_actors]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.027532
Path Entropy(↓):  1.130531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the pick - up artist
Start Entity:     The Pick-up Artist
Gold Answer:      [['Ian McKellen', 'Simon Kinberg', 'Michael Robert Johnson', 'Lionel Wigram', 'Billy Bob Thornton', 'Christopher Robbins', 'Anthony Peckham', 'Arthur Conan Doyle', 'Diane Drake', 'John Hughes', 'William Shakespeare', 'Cindy Sherman', 'Chris Radant']]
Predicted Ans:    Chris Radant
Predicted Path:   The Pick-up Artist --[starred_actors]--> Robert Downey Jr. --[(INV) starred_actors]--> Home for the Holidays --[written_by]--> Chris Radant
Path (Raw):       The Pick-up Artist --[starred_actors]--> Robert Downey Jr. --[(INV) starred_actors]--> Home for the Holidays --[written_by]--> Chris Radant
Neg LogProb(↓):   0.429150
Path Entropy(↓):  1.105061
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was follow that dream released
Start Entity:     Follow That Dream
Gold Answer:      [['1962']]
Predicted Ans:    1962
Predicted Path:   Follow That Dream --[release_year]--> 1962 --[(INV) release_year]--> A Kind of Loving --[release_year]--> 1962
Path (Raw):       Follow That Dream --[release_year]--> 1962 --[(INV) release_year]--> A Kind of Loving --[release_year]--> 1962
Neg LogProb(↓):   1.544101
Path Entropy(↓):  2.728213
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was city heat released
Start Entity:     City Heat
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   City Heat --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       City Heat --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   1.761634
Path Entropy(↓):  2.927168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by scatman crothers
Start Entity:     Scatman Crothers
Gold Answer:      [['Ralph Bakshi', 'Stanley Kubrick', 'Diane Johnson', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Scatman Crothers --[(INV) starred_actors]--> The Shining --[written_by]--> Stephen King
Path (Raw):       Scatman Crothers --[No Operation]--> Scatman Crothers --[(INV) starred_actors]--> The Shining --[written_by]--> Stephen King
Neg LogProb(↓):   0.717888
Path Entropy(↓):  1.343161
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in the last metro
Start Entity:     The Last Metro
Gold Answer:      [['Vietnamese', 'French', 'Portuguese', 'English', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   The Last Metro --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Path (Raw):       The Last Metro --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> The Last Metro --[in_language]--> French
Neg LogProb(↓):   1.071400
Path Entropy(↓):  1.977102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the life aquatic with steve zissou
Start Entity:     The Life Aquatic with Steve Zissou
Gold Answer:      [['Mitch Glazer', 'Marc Norman', 'Jacquelin Perske', 'Howard Franklin', 'Annie Proulx', 'John Byrum', 'Wes Anderson', 'Roman Coppola', 'Jason Schwartzman', 'Phil Leeming', 'Rusty Lemorande', 'David Koepp', 'Jim Jarmusch', 'Danny Rubin', 'Bill Murray', 'Robert L. Freedman', 'John Kaye', 'Sebastian Faulks', 'Nigel Kneale', 'Elmore Leonard', 'Patrick Marber', 'Seth Rogen', 'Kristofor Brown', "Brendan O'Carroll", 'Nelson Gidding', 'Theodore Melfi', 'Miles Millar', 'Alfred Gough', 'Robert Farrar', 'Dean DeBlois', 'Cressida Cowell', 'Douglas Fairbanks', 'Sean Penn', 'Stewart Raffill', 'James L. Brooks', 'George Lucas', 'Joe Ranft', 'Bonnie Hunt', 'Owen Wilson', 'Christine Bell', 'Eric Roth', 'John August', 'Ryan Rowe', 'Ed Solomon', 'Anthony Minghella', 'Steve Faber', 'Bob Fisher', 'Norah Lofts', 'Jared Stern', 'John Hughes', 'Chris Weitz', 'Katja von Garnier', 'John Quaintance', 'Nicholas Proffitt', 'Patricia Highsmith', 'Jimmy Hayward', 'Woody Allen', "Michael O'Donoghue", 'Grant Heslov', 'Jay Cronley', 'F. Scott Fitzgerald', 'Jim Thompson', 'Francis Ford Coppola', 'Jeff Nathanson', 'Robin Swicord', 'Tom Epperson', 'Roald Dahl', 'Shirley Jackson', 'Brad Anderson', 'Vince Vaughn', 'Pete Jones', 'Paul Rudnick', 'John Lasseter', 'Jim Davis', 'Ivan Goff', 'Ben Roberts', 'James Joyce', 'Bruce Beresford', 'W. Somerset Maugham', 'Stanford Sherman', 'Michael Hirst', 'Ernest K. Gann', 'George Clooney', 'Billy Bob Thornton', 'Charles Perrault', 'Peter Carey', 'Charles Dickens', 'Joseph Kanon', 'Hunter S. Thompson', 'Sofia Coppola', 'C. Gaby Mitchell', 'Chris Provenzano', 'Harold Ramis', 'Dan Aykroyd', 'Donald E. Westlake', 'John Logan', 'Michael Connelly', 'Oliver Parker', 'Robert M. Edsel', 'Brad Lewis', 'Ben Queen', 'Oscar Wilde', 'Matthew Weiner']]
Predicted Ans:    Katja von Garnier
Predicted Path:   The Life Aquatic with Steve Zissou --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       The Life Aquatic with Steve Zissou --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.905012
Path Entropy(↓):  1.605200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
How to make an american quilt, when was it released
Start Entity:     How to Make an American Quilt
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   How to Make an American Quilt --[release_year]--> 1995 --[(INV) release_year]--> Restoration --[release_year]--> 1995
Path (Raw):       How to Make an American Quilt --[release_year]--> 1995 --[(INV) release_year]--> Restoration --[release_year]--> 1995
Neg LogProb(↓):   2.240307
Path Entropy(↓):  3.508089
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie the stepford wives released
Start Entity:     The Stepford Wives
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   The Stepford Wives --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       The Stepford Wives --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   3.556515
Path Entropy(↓):  5.191264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of rambling rose
Start Entity:     Rambling Rose
Gold Answer:      [['Material Girls', 'Out to Sea', 'Lost in Yonkers', 'The Prince and Me', 'Angie', 'Valley Girl', 'Tribute', 'Introducing Dorothy Dandridge', 'If These Walls Could Talk 2', 'Three Wishes', 'Real Genius']]
Predicted Ans:    Material Girls
Predicted Path:   Rambling Rose --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Material Girls
Path (Raw):       Rambling Rose --[No Operation]--> Rambling Rose --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Material Girls
Neg LogProb(↓):   1.274923
Path Entropy(↓):  1.921396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by tom williams starred who
Start Entity:     Tom Williams
Gold Answer:      [['Felicity Jones', 'Bill Bailey']]
Predicted Ans:    Felicity Jones
Predicted Path:   Tom Williams --[(INV) written_by]--> Chalet Girl --[starred_actors]--> Felicity Jones
Path (Raw):       Tom Williams --[No Operation]--> Tom Williams --[(INV) written_by]--> Chalet Girl --[starred_actors]--> Felicity Jones
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by big bad wolf actors
Start Entity:     Big Bad Wolf
Gold Answer:      [["Gavin O'Connor"]]
Predicted Ans:    Gavin O'Connor
Predicted Path:   Big Bad Wolf --[starred_actors]--> Kimberly J. Brown --[(INV) starred_actors]--> Tumbleweeds --[directed_by]--> Gavin O'Connor
Path (Raw):       Big Bad Wolf --[starred_actors]--> Kimberly J. Brown --[(INV) starred_actors]--> Tumbleweeds --[directed_by]--> Gavin O'Connor
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did todd farmer write the story for
Start Entity:     Todd Farmer
Gold Answer:      [['Jason X']]
Predicted Ans:    Jason X
Predicted Path:   Todd Farmer --[(INV) written_by]--> Jason X --[written_by]--> Todd Farmer --[(INV) written_by]--> Jason X
Path (Raw):       Todd Farmer --[(INV) written_by]--> Jason X --[written_by]--> Todd Farmer --[(INV) written_by]--> Jason X
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for a man called sledge
Start Entity:     A Man Called Sledge
Gold Answer:      [['Vic Morrow']]
Predicted Ans:    Vic Morrow
Predicted Path:   A Man Called Sledge --[directed_by]--> Vic Morrow --[(INV) directed_by]--> A Man Called Sledge --[directed_by]--> Vic Morrow
Path (Raw):       A Man Called Sledge --[directed_by]--> Vic Morrow --[(INV) directed_by]--> A Man Called Sledge --[directed_by]--> Vic Morrow
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Lake bell was the director of which movies
Start Entity:     Lake Bell
Gold Answer:      [['In a World...']]
Predicted Ans:    In a World...
Predicted Path:   Lake Bell --[(INV) directed_by]--> In a World... --[directed_by]--> Lake Bell --[(INV) directed_by]--> In a World...
Path (Raw):       Lake Bell --[(INV) directed_by]--> In a World... --[directed_by]--> Lake Bell --[(INV) directed_by]--> In a World...
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film blue juice was directed by who
Start Entity:     Blue Juice
Gold Answer:      [['Carl Prechezer']]
Predicted Ans:    Carl Prechezer
Predicted Path:   Blue Juice --[directed_by]--> Carl Prechezer --[(INV) directed_by]--> Blue Juice --[directed_by]--> Carl Prechezer
Path (Raw):       Blue Juice --[directed_by]--> Carl Prechezer --[(INV) directed_by]--> Blue Juice --[directed_by]--> Carl Prechezer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie secrets
Start Entity:     Secrets
Gold Answer:      [['Clyde Geronimi', 'John S. Robertson', 'Kenneth Branagh', 'Sam Taylor', 'Marshall Neilan', 'Robert Iscove', 'Wilfred Jackson', 'Hamilton Luske', 'James Kirkwood']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Secrets --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[directed_by]--> Kenneth Branagh
Path (Raw):       Secrets --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.661601
Path Entropy(↓):  1.125279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie four nights of a dreamer starred who
Start Entity:     Four Nights of a Dreamer
Gold Answer:      [['Isabelle Weingarten']]
Predicted Ans:    Isabelle Weingarten
Predicted Path:   Four Nights of a Dreamer --[starred_actors]--> Isabelle Weingarten --[(INV) starred_actors]--> Four Nights of a Dreamer --[starred_actors]--> Isabelle Weingarten
Path (Raw):       Four Nights of a Dreamer --[starred_actors]--> Isabelle Weingarten --[(INV) starred_actors]--> Four Nights of a Dreamer --[starred_actors]--> Isabelle Weingarten
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000139
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film beyond the poseidon adventure starred which actors
Start Entity:     Beyond the Poseidon Adventure
Gold Answer:      [['Sally Field', 'Michael Caine']]
Predicted Ans:    Michael Caine
Predicted Path:   Beyond the Poseidon Adventure --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> Pulp --[starred_actors]--> Michael Caine
Path (Raw):       Beyond the Poseidon Adventure --[starred_actors]--> Michael Caine --[(INV) starred_actors]--> Pulp --[starred_actors]--> Michael Caine
Neg LogProb(↓):   0.062667
Path Entropy(↓):  0.316588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by paul f. edwards in
Start Entity:     Paul F. Edwards
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Paul F. Edwards --[(INV) written_by]--> Fire Birds --[has_genre]--> Action
Path (Raw):       Paul F. Edwards --[No Operation]--> Paul F. Edwards --[(INV) written_by]--> Fire Birds --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film contamination released
Start Entity:     Contamination
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Contamination --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Contamination --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.833789
Path Entropy(↓):  3.435469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by gwen watford
Start Entity:     Gwen Watford
Gold Answer:      [['John Hunter', 'Roger Garis']]
Predicted Ans:    Roger Garis
Predicted Path:   Gwen Watford --[(INV) starred_actors]--> Never Take Sweets from a Stranger --[written_by]--> Roger Garis
Path (Raw):       Gwen Watford --[No Operation]--> Gwen Watford --[(INV) starred_actors]--> Never Take Sweets from a Stranger --[written_by]--> Roger Garis
Neg LogProb(↓):   0.683384
Path Entropy(↓):  0.693099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in bad teacher
Start Entity:     Bad Teacher
Gold Answer:      [['Steven Baigelman', 'Adam Brooks', 'Andrew Niccol', 'Stacy Title', 'Chris Renaud', 'Pierre Coffin', 'Andrew Adamson', 'Conrad Vernon', 'Kelly Asbury', 'James Mangold', 'Richard Kelly', 'David J. Burke', 'Jake Kasdan', 'Ethan Coen', 'Jim Wilson', 'Rob Pearlstein', 'Oliver Stone', 'Dewey Nicks', 'Don Roos', 'A.J. Kparr', 'Eric Brevig', 'Peter Wellington', 'Michel Gondry', 'Ridley Scott', 'Peter Berg', 'Nancy Meyers', 'James Bobin', 'Nicholas Stoller', 'Spike Jonze', 'James Ponsoldt', 'Curtis Hanson', 'P.J. Hogan', 'Cameron Crowe', 'Gary Trousdale', 'Danny Boyle', 'McG', 'Craig Brewer', 'Brad Furman', 'Will Gluck', 'Mark Duplass', 'Michael Meredith', 'Vicky Jenson', 'Nick Cassavetes']]
Predicted Ans:    Ridley Scott
Predicted Path:   Bad Teacher --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Path (Raw):       Bad Teacher --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> The Counselor --[directed_by]--> Ridley Scott
Neg LogProb(↓):   1.240015
Path Entropy(↓):  2.019109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the last temptation of christ also wrote which films
Start Entity:     The Last Temptation of Christ
Gold Answer:      [['Zorba the Greek']]
Predicted Ans:    The Last Temptation of Christ
Predicted Path:   The Last Temptation of Christ --[written_by]--> Nikos Kazantzakis --[(INV) written_by]--> The Last Temptation of Christ
Path (Raw):       The Last Temptation of Christ --[written_by]--> Nikos Kazantzakis --[(INV) written_by]--> The Last Temptation of Christ --[No Operation]--> The Last Temptation of Christ
Neg LogProb(↓):   0.188481
Path Entropy(↓):  0.593054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share directors with the movie big man japan were released in which years
Start Entity:     Big Man Japan
Gold Answer:      [['2009', '2013']]
Predicted Ans:    2009
Predicted Path:   Big Man Japan --[directed_by]--> Hitoshi Matsumoto --[(INV) directed_by]--> Symbol --[release_year]--> 2009
Path (Raw):       Big Man Japan --[directed_by]--> Hitoshi Matsumoto --[(INV) directed_by]--> Symbol --[release_year]--> 2009
Neg LogProb(↓):   0.069986
Path Entropy(↓):  0.290241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of boogie nights
Start Entity:     Boogie Nights
Gold Answer:      [['The Master', 'Punch-Drunk Love', 'Hard Eight', 'There Will Be Blood', 'Magnolia', 'Inherent Vice']]
Predicted Ans:    Punch-Drunk Love
Predicted Path:   Boogie Nights --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Punch-Drunk Love
Path (Raw):       Boogie Nights --[No Operation]--> Boogie Nights --[directed_by]--> Paul Thomas Anderson --[(INV) directed_by]--> Punch-Drunk Love
Neg LogProb(↓):   0.670586
Path Entropy(↓):  1.485426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film coldblooded
Start Entity:     Coldblooded
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Coldblooded --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Coldblooded --[release_year]--> 1995 --[(INV) release_year]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   3.119737
Path Entropy(↓):  4.460988
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did alexis bledel star in
Start Entity:     Alexis Bledel
Gold Answer:      [['The Good Guy', 'The Sisterhood of the Traveling Pants', 'The Sisterhood of the Traveling Pants 2', "I'm Reed Fish", 'Sin City', 'Post Grad']]
Predicted Ans:    Post Grad
Predicted Path:   Alexis Bledel --[(INV) starred_actors]--> Post Grad --[starred_actors]--> Alexis Bledel --[(INV) starred_actors]--> Post Grad
Path (Raw):       Alexis Bledel --[(INV) starred_actors]--> Post Grad --[starred_actors]--> Alexis Bledel --[(INV) starred_actors]--> Post Grad
Neg LogProb(↓):   0.002314
Path Entropy(↓):  0.016848
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie cake
Start Entity:     Cake
Gold Answer:      [['2008', '2011', '2012']]
Predicted Ans:    2012
Predicted Path:   Cake --[directed_by]--> Daniel Barnz --[(INV) directed_by]--> Won't Back Down --[release_year]--> 2012
Path (Raw):       Cake --[directed_by]--> Daniel Barnz --[(INV) directed_by]--> Won't Back Down --[release_year]--> 2012
Neg LogProb(↓):   0.011541
Path Entropy(↓):  0.077581
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the mosquito coast
Start Entity:     The Mosquito Coast
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Mosquito Coast --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Mosquito Coast --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.277367
Path Entropy(↓):  4.508344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of analyze that
Start Entity:     Analyze That
Gold Answer:      [['Drama', 'Sport', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Analyze That --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Stuart Saves His Family --[has_genre]--> Comedy
Path (Raw):       Analyze That --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Stuart Saves His Family --[has_genre]--> Comedy
Neg LogProb(↓):   0.276036
Path Entropy(↓):  0.688219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with joseph h. earle
Start Entity:     Joseph H. Earle
Gold Answer:      [['Lee Harry']]
Predicted Ans:    Joseph H. Earle
Predicted Path:   Joseph H. Earle --[(INV) written_by]--> Silent Night, Deadly Night Part 2 --[written_by]--> Joseph H. Earle
Path (Raw):       Joseph H. Earle --[No Operation]--> Joseph H. Earle --[(INV) written_by]--> Silent Night, Deadly Night Part 2 --[written_by]--> Joseph H. Earle
Neg LogProb(↓):   0.174187
Path Entropy(↓):  0.439437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the films written by paul harrison
Start Entity:     Paul Harrison
Gold Answer:      [['Faith Domergue', 'John Carradine', 'John Ireland']]
Predicted Ans:    Faith Domergue
Predicted Path:   Paul Harrison --[(INV) written_by]--> The House of Seven Corpses --[starred_actors]--> Faith Domergue
Path (Raw):       Paul Harrison --[No Operation]--> Paul Harrison --[(INV) written_by]--> The House of Seven Corpses --[starred_actors]--> Faith Domergue
Neg LogProb(↓):   0.121899
Path Entropy(↓):  0.356535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie life as we know it
Start Entity:     Life as We Know It
Gold Answer:      [['1998', '1997', '2009', '2003', '2005', '2010', '2004', '1996', '2006', '2014', '2002', '2012', '2013', '2007']]
Predicted Ans:    1997
Predicted Path:   Life as We Know It --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Prince Valiant --[release_year]--> 1997
Path (Raw):       Life as We Know It --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Prince Valiant --[release_year]--> 1997
Neg LogProb(↓):   0.842382
Path Entropy(↓):  1.409583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by dick york
Start Entity:     Dick York
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Dick York --[(INV) starred_actors]--> The Last Blitzkrieg --[has_genre]--> War
Path (Raw):       Dick York --[No Operation]--> Dick York --[(INV) starred_actors]--> The Last Blitzkrieg --[has_genre]--> War
Neg LogProb(↓):   0.233446
Path Entropy(↓):  0.511562
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the merchant of venice
Start Entity:     The Merchant of Venice
Gold Answer:      [['1998', '2000', '1984', '1987']]
Predicted Ans:    1980
Predicted Path:   The Merchant of Venice --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[release_year]--> 1980
Path (Raw):       The Merchant of Venice --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[release_year]--> 1980
Neg LogProb(↓):   0.702603
Path Entropy(↓):  1.341474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by the pirates of penzance actors
Start Entity:     The Pirates of Penzance
Gold Answer:      [['Robert Young', 'William Dieterle', 'Elaine May', 'Cecil B. DeMille', 'Ivan Reitman', 'Richard Glatzer', 'David Silverman', 'Michael Hoffman', 'Nicolas Roeg', 'Blake Edwards', 'Norman Panama', 'Anthony Page', 'Robert Redford', 'Jon Turteltaub', 'John Frankenheimer', 'Barry Sonnenfeld', 'George Sidney', 'Lawrence Kasdan', 'Max Reinhardt', 'Charles Crichton', 'George Roy Hill', 'Neil Jordan', 'John Cleese', 'Will Finn', 'Don Paul', 'John Sturges', 'Alfred Hitchcock', 'Ang Lee', 'Marco Kreuzpaintner', 'Fred Schepisi', 'Melvin Frank', 'Guy Hamilton', 'Israel Horovitz', 'Peter Hall', "Pat O'Connor", 'Joseph H. Lewis', 'Harold Prince', 'Robert Stevenson', 'Alan J. Pakula']]
Predicted Ans:    Blake Edwards
Predicted Path:   The Pirates of Penzance --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       The Pirates of Penzance --[starred_actors]--> Kevin Kline --[(INV) starred_actors]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.614707
Path Entropy(↓):  1.175457
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jamin winans written movies
Start Entity:     Jamin Winans
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Jamin Winans --[(INV) written_by]--> Ink --[release_year]--> 2009
Path (Raw):       Jamin Winans --[No Operation]--> Jamin Winans --[(INV) written_by]--> Ink --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does pushing tin fall under
Start Entity:     Pushing Tin
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Pushing Tin --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Pushing Tin --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.664341
Path Entropy(↓):  5.166750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the visit about
Start Entity:     The Visit
Gold Answer:      [['bernhard wicki']]
Predicted Ans:    ken annakin
Predicted Path:   The Visit --[has_tags]--> bernhard wicki --[(INV) has_tags]--> The Longest Day --[has_tags]--> ken annakin
Path (Raw):       The Visit --[has_tags]--> bernhard wicki --[(INV) has_tags]--> The Longest Day --[has_tags]--> ken annakin
Neg LogProb(↓):   0.132261
Path Entropy(↓):  0.492787
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies starred by james brown were released in which years
Start Entity:     James Brown
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   James Brown --[(INV) starred_actors]--> The Blues Brothers --[release_year]--> 1980
Path (Raw):       James Brown --[No Operation]--> James Brown --[(INV) starred_actors]--> The Blues Brothers --[release_year]--> 1980
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor bridget fonda starred together with who
Start Entity:     Bridget Fonda
Gold Answer:      [['Robert Forster', 'Joanne Whalley', 'Gabriel Byrne', 'Jim Broadbent', 'Jennifer Jason Leigh', 'Tchéky Karyo', 'Dwight Yoakam', 'Anthony Hopkins', 'Hart Bochner', 'Steven Weber', 'John Hurt', 'John Cusack', 'Bill Paxton', 'Matthew Broderick', 'Billy Bob Thornton', 'Scott Coffey', 'Nicolas Cage', 'Pam Grier', 'Jet Li', 'Brendan Fraser', 'Chris Kattan', 'Kiefer Sutherland', 'Annabeth Gish', 'Ian McKellen', 'Campbell Scott', 'Brendan Gleeson', 'Bill Pullman', 'Chelsea Hobbs', 'Russell Crowe', 'Phoebe Cates', 'Vince Vaughn', 'Samuel L. Jackson', 'Al Pacino', 'Kyra Sedgwick', 'Oliver Platt']]
Predicted Ans:    John Cusack
Predicted Path:   Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[starred_actors]--> John Cusack
Path (Raw):       Bridget Fonda --[No Operation]--> Bridget Fonda --[(INV) starred_actors]--> The Road to Wellville --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.916948
Path Entropy(↓):  2.073299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by bruce beresford
Start Entity:     Bruce Beresford
Gold Answer:      [['Edward Woodward', 'Frances McDormand', 'Cate Blanchett', 'Bryan Brown', 'Glenn Close', 'Pauline Collins', 'Jack Thompson']]
Predicted Ans:    Cate Blanchett
Predicted Path:   Bruce Beresford --[(INV) written_by]--> Paradise Road --[starred_actors]--> Cate Blanchett
Path (Raw):       Bruce Beresford --[No Operation]--> Bruce Beresford --[(INV) written_by]--> Paradise Road --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   0.003758
Path Entropy(↓):  0.026910
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the shock doctrine
Start Entity:     The Shock Doctrine
Gold Answer:      [['Michael Winterbottom']]
Predicted Ans:    Michael Winterbottom
Predicted Path:   The Shock Doctrine --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Path (Raw):       The Shock Doctrine --[directed_by]--> Michael Winterbottom --[(INV) directed_by]--> Go Now --[directed_by]--> Michael Winterbottom
Neg LogProb(↓):   0.476974
Path Entropy(↓):  1.013464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of pixote
Start Entity:     Pixote
Gold Answer:      [['Carandiru']]
Predicted Ans:    Pixote
Predicted Path:   Pixote --[directed_by]--> Hector Babenco --[(INV) directed_by]--> Pixote
Path (Raw):       Pixote --[No Operation]--> Pixote --[directed_by]--> Hector Babenco --[(INV) directed_by]--> Pixote
Neg LogProb(↓):   0.181636
Path Entropy(↓):  0.460123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the creator of the film script for mad love
Start Entity:     Mad Love
Gold Answer:      [['Paula Milne']]
Predicted Ans:    Vicente Aranda
Predicted Path:   Mad Love --[written_by]--> Vicente Aranda --[(INV) written_by]--> Libertarias --[written_by]--> Vicente Aranda
Path (Raw):       Mad Love --[written_by]--> Vicente Aranda --[(INV) written_by]--> Libertarias --[written_by]--> Vicente Aranda
Neg LogProb(↓):   0.176091
Path Entropy(↓):  0.564023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same director of mystery of the 13th guest
Start Entity:     Mystery of the 13th Guest
Gold Answer:      [['The Golden Eye', 'The Old Fashioned Way', 'Billy the Kid Versus Dracula', 'The Living Ghost', "Jesse James Meets Frankenstein's Daughter", "Adventures of Kitty O'Day"]]
Predicted Ans:    Adventures of Kitty O'Day
Predicted Path:   Mystery of the 13th Guest --[directed_by]--> William Beaudine --[(INV) directed_by]--> Adventures of Kitty O'Day
Path (Raw):       Mystery of the 13th Guest --[directed_by]--> William Beaudine --[(INV) directed_by]--> Adventures of Kitty O'Day --[No Operation]--> Adventures of Kitty O'Day
Neg LogProb(↓):   0.031176
Path Entropy(↓):  0.176358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with moontide
Start Entity:     Moontide
Gold Answer:      [['From the Terrace', 'Ten North Frederick', 'BUtterfield 8']]
Predicted Ans:    From the Terrace
Predicted Path:   Moontide --[written_by]--> John O'Hara --[(INV) written_by]--> From the Terrace
Path (Raw):       Moontide --[written_by]--> John O'Hara --[(INV) written_by]--> From the Terrace --[No Operation]--> From the Terrace
Neg LogProb(↓):   0.582562
Path Entropy(↓):  0.957280
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by walter farley
Start Entity:     Walter Farley
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Walter Farley --[(INV) written_by]--> The Young Black Stallion --[has_genre]--> Family
Path (Raw):       Walter Farley --[No Operation]--> Walter Farley --[(INV) written_by]--> The Young Black Stallion --[has_genre]--> Family
Neg LogProb(↓):   0.010320
Path Entropy(↓):  0.058762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie my favorite blonde
Start Entity:     My Favorite Blonde
Gold Answer:      [['W. Somerset Maugham', 'Don Hartman', 'Buster Keaton', 'C. Gardner Sullivan', 'Dick Clement', 'Ian La Frenais', 'Anthony Hope', 'Charles W. Goddard', 'Paul Dickey', 'Clifford Odets', 'Norman Panama', 'Frank Tashlin', 'Wells Root', 'Lizzie Mickery', 'John Buchan', 'Walter DeLeon', 'Hal Kanter', 'Donald Ogden Stewart', 'Charles G. Booth', 'Jack Rose', 'Edmund Beloin', 'Noel Langley', 'Frank Butler', 'Harry Hervey', 'Alan Le May', 'John Willard', 'John L. Balderston', 'Melvin Frank', 'Robert L. Welch', 'Joseph Quillan', 'Valentine Davies', 'Vera Caspary', 'Sy Bartlett']]
Predicted Ans:    Frank Butler
Predicted Path:   My Favorite Blonde --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> Road to Morocco --[written_by]--> Frank Butler
Path (Raw):       My Favorite Blonde --[starred_actors]--> Bob Hope --[(INV) starred_actors]--> Road to Morocco --[written_by]--> Frank Butler
Neg LogProb(↓):   0.376651
Path Entropy(↓):  1.249862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of judge dredd
Start Entity:     Judge Dredd
Gold Answer:      [['Crime', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Judge Dredd --[written_by]--> John Wagner --[(INV) written_by]--> Dredd --[has_genre]--> Action
Path (Raw):       Judge Dredd --[written_by]--> John Wagner --[(INV) written_by]--> Dredd --[has_genre]--> Action
Neg LogProb(↓):   0.247190
Path Entropy(↓):  0.668371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of shanghai knights
Start Entity:     Shanghai Knights
Gold Answer:      [['Spider-Man 2', 'Shanghai Noon', 'I Am Number Four']]
Predicted Ans:    Spider-Man 2
Predicted Path:   Shanghai Knights --[written_by]--> Miles Millar --[(INV) written_by]--> Spider-Man 2
Path (Raw):       Shanghai Knights --[written_by]--> Miles Millar --[No Operation]--> Miles Millar --[(INV) written_by]--> Spider-Man 2
Neg LogProb(↓):   0.622334
Path Entropy(↓):  0.795860
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by nevena kokanova
Start Entity:     Nevena Kokanova
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Nevena Kokanova --[(INV) starred_actors]--> The Peach Thief --[has_genre]--> War
Path (Raw):       Nevena Kokanova --[No Operation]--> Nevena Kokanova --[(INV) starred_actors]--> The Peach Thief --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in run for cover
Start Entity:     Run for Cover
Gold Answer:      [['Jean Hersholt', 'Viveca Lindfors', 'James Cagney']]
Predicted Ans:    Viveca Lindfors
Predicted Path:   Run for Cover --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Weddings and Babies --[starred_actors]--> Viveca Lindfors
Path (Raw):       Run for Cover --[starred_actors]--> Viveca Lindfors --[(INV) starred_actors]--> Weddings and Babies --[starred_actors]--> Viveca Lindfors
Neg LogProb(↓):   0.638352
Path Entropy(↓):  1.199674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of ernst udet acted films
Start Entity:     Ernst Udet
Gold Answer:      [['Arnold Fanck']]
Predicted Ans:    Arnold Fanck
Predicted Path:   Ernst Udet --[(INV) starred_actors]--> S.O.S. Eisberg --[directed_by]--> Arnold Fanck
Path (Raw):       Ernst Udet --[No Operation]--> Ernst Udet --[(INV) starred_actors]--> S.O.S. Eisberg --[directed_by]--> Arnold Fanck
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of frida
Start Entity:     Frida
Gold Answer:      [['Dana Fuchs', 'Joe Anderson', 'Heathcote Williams', 'Evan Rachel Wood', 'Jessica Lange', 'Anthony Hopkins', 'Jim Sturgess']]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Frida --[directed_by]--> Julie Taymor --[(INV) directed_by]--> Titus --[starred_actors]--> Anthony Hopkins
Path (Raw):       Frida --[directed_by]--> Julie Taymor --[(INV) directed_by]--> Titus --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.915982
Path Entropy(↓):  1.582424
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by merry madagascar actors
Start Entity:     Merry Madagascar
Gold Answer:      [['Peter Farrelly', 'Elaine May', 'Michael Mann', 'Kinka Usher', 'David O. Russell', 'Mike Binder', 'Wes Anderson', 'Barry Levinson', 'Damian Harris', 'Jake Kasdan', 'Doug Ellin', 'Shawn Levy', 'Akiva Schaffer', 'Dennis Dugan', 'Chris Rock', 'Mario Van Peebles', 'Paul Weitz', 'Jay Roach', 'Joel Schumacher', 'Zeki Demirkubuz', 'Danny DeVito', 'Robert Benton', 'Matt Reeves', 'Todd Louiso', 'Brett Ratner', 'John Hamburg', 'Ben Stiller', 'Edward Norton', 'Eric Schaeffer', 'Neil LaBute', 'Doug McHenry', 'F. Gary Gray', 'Tamra Davis', 'David Veloz', 'Norman Z. McLeod']]
Predicted Ans:    Kinka Usher
Predicted Path:   Merry Madagascar --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> Mystery Men --[directed_by]--> Kinka Usher
Path (Raw):       Merry Madagascar --[starred_actors]--> Ben Stiller --[(INV) starred_actors]--> Mystery Men --[directed_by]--> Kinka Usher
Neg LogProb(↓):   0.396334
Path Entropy(↓):  1.113160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter sean anders co - wrote films with who
Start Entity:     Sean Anders
Gold Answer:      [['John Morris', 'Andy Behrens']]
Predicted Ans:    Sean Anders
Predicted Path:   Sean Anders --[(INV) written_by]--> Sex Drive --[written_by]--> Sean Anders
Path (Raw):       Sean Anders --[No Operation]--> Sean Anders --[(INV) written_by]--> Sex Drive --[written_by]--> Sean Anders
Neg LogProb(↓):   0.671868
Path Entropy(↓):  0.694167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of hope floats was
Start Entity:     Hope Floats
Gold Answer:      [['Forest Whitaker']]
Predicted Ans:    Forest Whitaker
Predicted Path:   Hope Floats --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Strapped --[directed_by]--> Forest Whitaker
Path (Raw):       Hope Floats --[directed_by]--> Forest Whitaker --[(INV) directed_by]--> Strapped --[directed_by]--> Forest Whitaker
Neg LogProb(↓):   0.003195
Path Entropy(↓):  0.023236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film neighbors
Start Entity:     Neighbors
Gold Answer:      [['Andrew Solt', 'James Wan', 'David Gordon Green', 'George Armitage', 'Michael Pressman', 'Tom Mankiewicz', 'Buster Keaton', 'Edward F. Cline', 'Anne Fletcher', 'Ivan Reitman', 'Paul McGuigan', 'Martin Scorsese', 'Jack Nicholson', 'Bob Clark', 'Michael Hoffman', 'John Landis', 'Sarah Polley', 'Michael Apted', 'Dan Mazer', 'Richard Benjamin', 'István Szabó', 'Evan Goldberg', 'Clyde Bruckman', 'Sebastián Lelio', 'Eric Brevig', 'John Boorman', 'Jonathan Lynn', 'Max Mayer', 'Michel Gondry', 'John Cassavetes', 'Edward Sedgwick', 'John Leekley', 'Joe Dante', 'Malcolm Leo', 'Jody Hill', 'Nicholas Stoller', 'Donald Cammell', 'Kevin Smith', 'Jonathan Levine', 'Harvey Miller', 'Howard Zieff', 'Howard Deutch', 'Steven Spielberg', 'Steve Barron', 'Garry Marshall', 'Sidney Lumet', 'Richard Lester', 'Danny Boyle', 'Tom DeCerchio', 'Judd Apatow', 'Clara Law', 'Seth Rogen', 'Craig Monahan', 'Norman Z. McLeod', 'Michael Ritchie']]
Predicted Ans:    Buster Keaton
Predicted Path:   Neighbors --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors --[directed_by]--> Buster Keaton
Path (Raw):       Neighbors --[starred_actors]--> Rose Byrne --[(INV) starred_actors]--> Neighbors --[directed_by]--> Buster Keaton
Neg LogProb(↓):   0.661577
Path Entropy(↓):  0.996986
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the duel in the sun director
Start Entity:     Duel in the Sun
Gold Answer:      [['English', 'Polish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Duel in the Sun --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[in_language]--> Italian
Path (Raw):       Duel in the Sun --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[in_language]--> Italian
Neg LogProb(↓):   0.207713
Path Entropy(↓):  0.705625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the story of temple drake actors
Start Entity:     The Story of Temple Drake
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Story of Temple Drake --[starred_actors]--> Miriam Hopkins --[(INV) starred_actors]--> Becky Sharp --[in_language]--> English
Path (Raw):       The Story of Temple Drake --[starred_actors]--> Miriam Hopkins --[(INV) starred_actors]--> Becky Sharp --[in_language]--> English
Neg LogProb(↓):   0.000111
Path Entropy(↓):  0.001205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of film is the hudsucker proxy
Start Entity:     The Hudsucker Proxy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Hudsucker Proxy --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Hudsucker Proxy --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.384949
Path Entropy(↓):  4.515519
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in performance
Start Entity:     Performance
Gold Answer:      [['James Fox', 'Mick Jagger']]
Predicted Ans:    Mick Jagger
Predicted Path:   Performance --[starred_actors]--> Mick Jagger --[(INV) starred_actors]--> The Man from Elysian Fields --[starred_actors]--> Mick Jagger
Path (Raw):       Performance --[starred_actors]--> Mick Jagger --[(INV) starred_actors]--> The Man from Elysian Fields --[starred_actors]--> Mick Jagger
Neg LogProb(↓):   0.550278
Path Entropy(↓):  0.752679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by johannes stjarne nilsson were in which languages
Start Entity:     Johannes Stjärne Nilsson
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Johannes Stjärne Nilsson --[(INV) written_by]--> Sound of Noise --[in_language]--> Swedish
Path (Raw):       Johannes Stjärne Nilsson --[No Operation]--> Johannes Stjärne Nilsson --[(INV) written_by]--> Sound of Noise --[in_language]--> Swedish
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of boy meets girl
Start Entity:     Boy Meets Girl
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Boy Meets Girl --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Boy Meets Girl --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.832094
Path Entropy(↓):  5.241296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was our blushing brides released
Start Entity:     Our Blushing Brides
Gold Answer:      [['1930']]
Predicted Ans:    1930
Predicted Path:   Our Blushing Brides --[release_year]--> 1930 --[(INV) release_year]--> Doughboys --[release_year]--> 1930
Path (Raw):       Our Blushing Brides --[release_year]--> 1930 --[(INV) release_year]--> Doughboys --[release_year]--> 1930
Neg LogProb(↓):   1.701367
Path Entropy(↓):  2.758930
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by elie samaha were released in which years
Start Entity:     Elie Samaha
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Elie Samaha --[(INV) written_by]--> The Immortals --[release_year]--> 1995
Path (Raw):       Elie Samaha --[No Operation]--> Elie Samaha --[(INV) written_by]--> The Immortals --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what barefoot gen is about
Start Entity:     Barefoot Gen
Gold Answer:      [['anime', 'hiroshima', 'war']]
Predicted Ans:    anime
Predicted Path:   Barefoot Gen --[has_tags]--> anime --[(INV) has_tags]--> Cencoroll --[has_tags]--> anime
Path (Raw):       Barefoot Gen --[has_tags]--> anime --[(INV) has_tags]--> Cencoroll --[has_tags]--> anime
Neg LogProb(↓):   0.373830
Path Entropy(↓):  0.708566
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of bushwhacked
Start Entity:     Bushwhacked
Gold Answer:      [['Greg Beeman']]
Predicted Ans:    Greg Beeman
Predicted Path:   Bushwhacked --[directed_by]--> Greg Beeman --[(INV) directed_by]--> Bushwhacked --[directed_by]--> Greg Beeman
Path (Raw):       Bushwhacked --[directed_by]--> Greg Beeman --[(INV) directed_by]--> Bushwhacked --[directed_by]--> Greg Beeman
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie death sentence
Start Entity:     Death Sentence
Gold Answer:      [['1976', '1980', '2009', '1982', '1987', '1974']]
Predicted Ans:    1980
Predicted Path:   Death Sentence --[written_by]--> Brian Garfield --[(INV) written_by]--> Hopscotch --[release_year]--> 1980
Path (Raw):       Death Sentence --[written_by]--> Brian Garfield --[(INV) written_by]--> Hopscotch --[release_year]--> 1980
Neg LogProb(↓):   0.614947
Path Entropy(↓):  1.198123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the closet
Start Entity:     The Closet
Gold Answer:      [['Francis Veber']]
Predicted Ans:    Francis Veber
Predicted Path:   The Closet --[written_by]--> Francis Veber --[(INV) written_by]--> The Valet --[written_by]--> Francis Veber
Path (Raw):       The Closet --[written_by]--> Francis Veber --[(INV) written_by]--> The Valet --[written_by]--> Francis Veber
Neg LogProb(↓):   0.042422
Path Entropy(↓):  0.176170
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does julian sands appear in
Start Entity:     Julian Sands
Gold Answer:      [['The Killing Fields', 'Warlock', 'Blood and Bone', 'Gothic', 'The Medallion', 'Boxing Helena']]
Predicted Ans:    Blood and Bone
Predicted Path:   Julian Sands --[(INV) starred_actors]--> Blood and Bone --[starred_actors]--> Eamonn Walker --[(INV) starred_actors]--> Blood and Bone
Path (Raw):       Julian Sands --[(INV) starred_actors]--> Blood and Bone --[starred_actors]--> Eamonn Walker --[(INV) starred_actors]--> Blood and Bone
Neg LogProb(↓):   0.463740
Path Entropy(↓):  0.963552
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by katherine heigl
Start Entity:     Katherine Heigl
Gold Answer:      [['1998', '1997', '2009', '2003', '2005', '2010', '1996', '2014', '2012', '2013', '2007']]
Predicted Ans:    2014
Predicted Path:   Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[release_year]--> 2014
Path (Raw):       Katherine Heigl --[No Operation]--> Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[release_year]--> 2014
Neg LogProb(↓):   1.203898
Path Entropy(↓):  2.057001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by nicholas thomas released
Start Entity:     Nicholas Thomas
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Nicholas Thomas --[(INV) written_by]--> Let's Be Cops --[release_year]--> 2014
Path (Raw):       Nicholas Thomas --[No Operation]--> Nicholas Thomas --[(INV) written_by]--> Let's Be Cops --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of hits
Start Entity:     Hits
Gold Answer:      [['David Cross']]
Predicted Ans:    David Cross
Predicted Path:   Hits --[written_by]--> David Cross --[(INV) written_by]--> Run Ronnie Run --[written_by]--> David Cross
Path (Raw):       Hits --[written_by]--> David Cross --[(INV) written_by]--> Run Ronnie Run --[written_by]--> David Cross
Neg LogProb(↓):   0.000103
Path Entropy(↓):  0.001049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of beyond
Start Entity:     Beyond
Gold Answer:      [['Pernilla August']]
Predicted Ans:    Pernilla August
Predicted Path:   Beyond --[directed_by]--> Pernilla August --[(INV) directed_by]--> Beyond --[directed_by]--> Pernilla August
Path (Raw):       Beyond --[directed_by]--> Pernilla August --[(INV) directed_by]--> Beyond --[directed_by]--> Pernilla August
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by yeardley smith
Start Entity:     Yeardley Smith
Gold Answer:      [['Mike Reiss', 'Matt Groening', 'Jon Vitti', 'Al Jean', 'John Swartzwelder', 'Mike Scully', 'Matt Selman', 'George Meyer', 'James L. Brooks', 'David Mirkin']]
Predicted Ans:    James L. Brooks
Predicted Path:   Yeardley Smith --[(INV) starred_actors]--> The Simpsons Movie --[written_by]--> James L. Brooks
Path (Raw):       Yeardley Smith --[No Operation]--> Yeardley Smith --[(INV) starred_actors]--> The Simpsons Movie --[written_by]--> James L. Brooks
Neg LogProb(↓):   0.034010
Path Entropy(↓):  0.185053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the sound of music
Start Entity:     The Sound of Music
Gold Answer:      [['1954', '1944', '2008', '1959', '1977', '1968', '1963', '1957', '1951', '1953', '1947', '1956', '1948', '1971', '2012', '1961', '1962', '2000', '1949', '1975', '1966', '1999', '1945', '1958']]
Predicted Ans:    1954
Predicted Path:   The Sound of Music --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[release_year]--> 1954
Path (Raw):       The Sound of Music --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[release_year]--> 1954
Neg LogProb(↓):   0.500143
Path Entropy(↓):  1.544229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of frank oz starred movies
Start Entity:     Frank Oz
Gold Answer:      [['1982', '1984']]
Predicted Ans:    1982
Predicted Path:   Frank Oz --[(INV) starred_actors]--> The Dark Crystal --[release_year]--> 1982
Path (Raw):       Frank Oz --[No Operation]--> Frank Oz --[(INV) starred_actors]--> The Dark Crystal --[release_year]--> 1982
Neg LogProb(↓):   0.035919
Path Entropy(↓):  0.153092
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by vincent ward in
Start Entity:     Vincent Ward
Gold Answer:      [['English']]
Predicted Ans:    good
Predicted Path:   Vincent Ward --[(INV) directed_by]--> What Dreams May Come --[has_imdb_rating]--> good
Path (Raw):       Vincent Ward --[No Operation]--> Vincent Ward --[(INV) directed_by]--> What Dreams May Come --[has_imdb_rating]--> good
Neg LogProb(↓):   0.356343
Path Entropy(↓):  0.835523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie bottle rocket
Start Entity:     Bottle Rocket
Gold Answer:      [['2008', '2003', '2006', '2007', '1998', '1963', '2009', '2010', '2004', '2014', '2001', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1999']]
Predicted Ans:    2009
Predicted Path:   Bottle Rocket --[starred_actors]--> Luke Wilson --[(INV) starred_actors]--> Middle Men --[release_year]--> 2009
Path (Raw):       Bottle Rocket --[starred_actors]--> Luke Wilson --[(INV) starred_actors]--> Middle Men --[release_year]--> 2009
Neg LogProb(↓):   1.499845
Path Entropy(↓):  2.425254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the day the earth caught fire were in which genres
Start Entity:     The Day the Earth Caught Fire
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Musical']]
Predicted Ans:    Horror
Predicted Path:   The Day the Earth Caught Fire --[written_by]--> Val Guest --[(INV) written_by]--> The Quatermass Xperiment --[has_genre]--> Horror
Path (Raw):       The Day the Earth Caught Fire --[written_by]--> Val Guest --[(INV) written_by]--> The Quatermass Xperiment --[has_genre]--> Horror
Neg LogProb(↓):   0.629292
Path Entropy(↓):  1.361809
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of hamlet starred who
Start Entity:     Hamlet
Gold Answer:      [['Jim Broadbent', 'Annette Bening', 'Ricky Schroder', 'Anthony Hopkins', 'Jessica Lange', 'Faye Dunaway', 'Michael Caine', 'Jeanne Moreau', 'Katia Ricciarelli', 'Justino Díaz', 'Diana Ross', 'Rob Lowe', 'Powers Boothe', 'Tom Hiddleston', 'Stephen Fry', 'Claire Bloom', 'Richard Burton', 'George C. Scott', 'Joan Fontaine', 'Tom Courtenay', 'Bernadette Peters', 'Beau Bridges', 'Bruce Greenwood', 'Robert De Niro', 'Jack Nicholson', 'Harvey Keitel', 'Mia Wasikowska', 'Peter Fonda', 'Jonathan Winters', 'Michael Redgrave', 'Joely Richardson', 'Gabriella Wilde', 'Cedric Hardwicke', 'Susannah York', 'Elina Löwensohn', 'Clark Gregg', 'Graham Faulkner', 'Judi Bowker', 'Valerie Perrine', 'Norma Shearer', 'Helena Bonham Carter', 'Derek Jacobi', 'Tommy Lee Jones', 'Bryce Dallas Howard', 'Alphonsia Emmanuel', 'Brian Blessed', 'Carrie Snodgress', 'Wallace Beery', 'Kenneth Branagh', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Olivia de Havilland', 'Ian McKellen', 'Errol Flynn', 'Jon Voight', 'Mary Ure', 'Heath Ledger', 'Cate Blanchett', 'Lily James', 'Laurence Olivier', 'Chris Hemsworth', 'Richard Madden', 'Robert Morse', 'Jude Law', 'Natalie Portman', 'Alicia Silverstone', 'Leslie Howard', 'Martin Hewitt', 'Kate Beckinsale', 'Edith Evans', 'Elizabeth Taylor', 'Mick Jagger', 'Mark McManus', 'Leonard Whiting', 'Olivia Hussey', 'Robert Downey Jr.', 'Jackie Cooper', 'Wayne Knight', 'Warren Oates', 'Plácido Domingo', 'Mary Pickford', 'Alex Pettyfer', 'Hugh Laurie', 'Orson Welles', 'Harold Pinter', 'Jodie Foster', 'Brooke Shields', 'Anjanette Comer']]
Predicted Ans:    Robert De Niro
Predicted Path:   Hamlet --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein --[starred_actors]--> Robert De Niro
Path (Raw):       Hamlet --[directed_by]--> Kenneth Branagh --[(INV) directed_by]--> Mary Shelley's Frankenstein --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.271333
Path Entropy(↓):  0.860744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie the open road
Start Entity:     The Open Road
Gold Answer:      [['Andrew Niccol', "Dan O'Bannon", 'Gene Stupnitsky', 'Lee Eisenberg', 'Michael Crichton', 'Jean Shepherd', 'Beth Henley', 'Steve Hayes', 'Bill Bryson', 'Karl Alexander', 'Jeffrey D. Brown', 'David J. Burke', 'Ron Howard', 'Ethan Coen', 'Alex Cox', 'Sam Shepard', 'Brian Koppelman', 'David Levien', 'John Carlen', 'Stephen Berra', 'Nicholas Meyer', 'Marjorie Kinnan Rawlings', 'Victor Salva', 'Ronald Shusett', 'Phillip Borsos', 'Robert Zemeckis', 'Bernard Slade', 'Charles Willeford', 'Bill Kerby', 'Craig Brewer', 'Will Gluck', 'Bo Goldman', 'Carole Eastman', 'L.M. Kit Carson', 'Lowell Ganz', 'Babaloo Mandel']]
Predicted Ans:    Victor Salva
Predicted Path:   The Open Road --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Powder --[written_by]--> Victor Salva
Path (Raw):       The Open Road --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Powder --[written_by]--> Victor Salva
Neg LogProb(↓):   0.448892
Path Entropy(↓):  0.788241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by terry jones in
Start Entity:     Terry Jones
Gold Answer:      [['Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Terry Jones --[(INV) written_by]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Path (Raw):       Terry Jones --[No Operation]--> Terry Jones --[(INV) written_by]--> Monty Python and the Holy Grail --[has_genre]--> Comedy
Neg LogProb(↓):   0.001080
Path Entropy(↓):  0.008457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the avengers
Start Entity:     The Avengers
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   The Avengers --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       The Avengers --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.533716
Path Entropy(↓):  2.983223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by black snake moan actors
Start Entity:     Black Snake Moan
Gold Answer:      [['Romance', 'Music', 'Sport', 'Documentary', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Black Snake Moan --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> Freedomland --[has_genre]--> Drama
Path (Raw):       Black Snake Moan --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> Freedomland --[has_genre]--> Drama
Neg LogProb(↓):   0.487201
Path Entropy(↓):  1.392975
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by hayden schlossberg
Start Entity:     Hayden Schlossberg
Gold Answer:      [['Jon Hurwitz']]
Predicted Ans:    Hayden Schlossberg
Predicted Path:   Hayden Schlossberg --[(INV) directed_by]--> American Reunion --[written_by]--> Hayden Schlossberg
Path (Raw):       Hayden Schlossberg --[No Operation]--> Hayden Schlossberg --[(INV) directed_by]--> American Reunion --[written_by]--> Hayden Schlossberg
Neg LogProb(↓):   0.063884
Path Entropy(↓):  0.239888
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors of the films starred by ann dowd
Start Entity:     Ann Dowd
Gold Answer:      [['Craig Zobel']]
Predicted Ans:    Craig Zobel
Predicted Path:   Ann Dowd --[(INV) starred_actors]--> Compliance --[directed_by]--> Craig Zobel
Path (Raw):       Ann Dowd --[No Operation]--> Ann Dowd --[(INV) starred_actors]--> Compliance --[directed_by]--> Craig Zobel
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by charles shyer were released in which years
Start Entity:     Charles Shyer
Gold Answer:      [['1948', '2001', '1966', '2004', '1994']]
Predicted Ans:    1994
Predicted Path:   Charles Shyer --[(INV) directed_by]--> I Love Trouble --[release_year]--> 1994
Path (Raw):       Charles Shyer --[No Operation]--> Charles Shyer --[(INV) directed_by]--> I Love Trouble --[release_year]--> 1994
Neg LogProb(↓):   0.884958
Path Entropy(↓):  1.279480
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by man of the house actors release
Start Entity:     Man of the House
Gold Answer:      [['1980', '2003', '1992', '1993', '2006', '1985', '1974', '1977', '2007', '1998', '2009', '2010', '1947', '2014', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1988', '1978', '2000', '1997', '2005', '1999', '1987', '1986']]
Predicted Ans:    1980
Predicted Path:   Man of the House --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[release_year]--> 1980
Path (Raw):       Man of the House --[starred_actors]--> Chevy Chase --[(INV) starred_actors]--> Seems Like Old Times --[release_year]--> 1980
Neg LogProb(↓):   1.241574
Path Entropy(↓):  2.424174
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with roberto gavaldon
Start Entity:     Roberto Gavaldón
Gold Answer:      [['B. Traven']]
Predicted Ans:    B. Traven
Predicted Path:   Roberto Gavaldón --[(INV) written_by]--> Macario --[written_by]--> B. Traven
Path (Raw):       Roberto Gavaldón --[No Operation]--> Roberto Gavaldón --[(INV) written_by]--> Macario --[written_by]--> B. Traven
Neg LogProb(↓):   0.004933
Path Entropy(↓):  0.032810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of julie carmen acted films
Start Entity:     Julie Carmen
Gold Answer:      [['John Cassavetes', 'Seth Zvi Rosenfeld', 'David S. Ward', 'Michael De Luca', 'John Nichols', 'Sebastián Lelio']]
Predicted Ans:    John Cassavetes
Predicted Path:   Julie Carmen --[(INV) starred_actors]--> Gloria --[written_by]--> John Cassavetes
Path (Raw):       Julie Carmen --[No Operation]--> Julie Carmen --[(INV) starred_actors]--> Gloria --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.697278
Path Entropy(↓):  0.717287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed movies with kathryn bigelow
Start Entity:     Kathryn Bigelow
Gold Answer:      [['Monty Montgomery']]
Predicted Ans:    Kathryn Bigelow
Predicted Path:   Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[directed_by]--> Kathryn Bigelow
Path (Raw):       Kathryn Bigelow --[No Operation]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[directed_by]--> Kathryn Bigelow
Neg LogProb(↓):   0.192189
Path Entropy(↓):  0.478488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share directors with the movie the train
Start Entity:     The Train
Gold Answer:      [['1970', '1985', '1979', '1974', '1977', '1968', '1998', '1982', '1973', '1990', '1989', '1996', '2002', '1961', '1986', '1962', '2000', '1964', '1975', '1966', '1960', '1991', '1969']]
Predicted Ans:    1979
Predicted Path:   The Train --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> Prophecy --[release_year]--> 1979
Path (Raw):       The Train --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> Prophecy --[release_year]--> 1979
Neg LogProb(↓):   1.755624
Path Entropy(↓):  2.613445
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of all the pretty horses
Start Entity:     All the Pretty Horses
Gold Answer:      [['Javier Bardem', 'James Franco', 'Penélope Cruz', 'Cameron Diaz', 'Samuel L. Jackson', 'Josh Brolin', 'Viggo Mortensen', 'Rhian Ramos', 'TJ Trinidad', 'Marvin Agustin', 'Carmina Villaroel', 'Scott Haze', 'Michael Fassbender', 'Tommy Lee Jones']]
Predicted Ans:    Penélope Cruz
Predicted Path:   All the Pretty Horses --[written_by]--> Cormac McCarthy --[(INV) written_by]--> The Counselor --[starred_actors]--> Penélope Cruz
Path (Raw):       All the Pretty Horses --[written_by]--> Cormac McCarthy --[(INV) written_by]--> The Counselor --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   0.702016
Path Entropy(↓):  1.067079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of impulse
Start Entity:     Impulse
Gold Answer:      [['Cocoon', 'Leaving Normal', 'Psycho II', 'Buried Alive', 'Agnes of God', 'The Two Jakes', 'There Was a Crooked Man...', 'Body Snatchers', 'The Girl in a Swing', 'People Will Talk', 'Buried Alive II', 'Black Sheep', 'Off Beat', 'The Seventh Cross', 'Sleep with Me', 'Sunrise at Campobello', 'Brute Force', 'Valmont', 'The Postman Always Rings Twice', 'Masquerade', 'Drop Dead Fred', 'Solar Crisis', 'The Apple Dumpling Gang Rides Again', 'The Green Years']]
Predicted Ans:    Agnes of God
Predicted Path:   Impulse --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God
Path (Raw):       Impulse --[starred_actors]--> Meg Tilly --[No Operation]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God
Neg LogProb(↓):   0.747687
Path Entropy(↓):  0.966333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed rv
Start Entity:     RV
Gold Answer:      [['1995', '1997', '2012', '1993', '1999', '2002', '1986']]
Predicted Ans:    1997
Predicted Path:   RV --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black --[release_year]--> 1997
Path (Raw):       RV --[directed_by]--> Barry Sonnenfeld --[(INV) directed_by]--> Men in Black --[release_year]--> 1997
Neg LogProb(↓):   0.919949
Path Entropy(↓):  1.549371
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of raging bull
Start Entity:     Raging Bull
Gold Answer:      [['Juliette Lewis', 'Asa Butterfield', 'Tom Cruise', 'Chloë Grace Moretz', 'Jim Broadbent', 'Kate Beckinsale', 'Martin Scorsese', 'Jessica Lange', 'Jack Nicholson', 'Robert De Niro', 'Harvey Keitel', 'Gregory Peck', 'Woody Allen', 'Griffin Dunne', 'Ving Rhames', 'Patricia Arquette', 'Robert Mitchum', 'Nick Nolte', 'Nicolas Cage', 'Willem Dafoe', 'Michelle Pfeiffer', 'The Band', 'Winona Ryder', 'John C. Reilly', 'Jerry Lewis', 'Ellen Burstyn', 'Sacha Baron Cohen', 'Ben Kingsley', 'Mary Elizabeth Mastrantonio', 'Tenzin Thuthob Tsarong', 'Polly Bergen', 'Matt Damon', 'Leonardo DiCaprio', 'Paul Newman', 'Cate Blanchett', 'Elias Koteas', 'Liza Minnelli', 'Ray Liotta', 'Sharon Stone', 'Mia Farrow', 'John Boles', 'John Goodman', 'Mark Wahlberg', 'Lionel Atwill', 'Margot Robbie', 'Rosanna Arquette', 'Matthew McConaughey', 'Helen Shaver', 'Robbie Robertson', 'Irene Dunne', 'Joe Pesci', 'Jonah Hill', 'Christopher Reeve', 'Elia Kazan']]
Predicted Ans:    Joe Pesci
Predicted Path:   Raging Bull --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Goodfellas --[starred_actors]--> Joe Pesci
Path (Raw):       Raging Bull --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Goodfellas --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.933844
Path Entropy(↓):  1.509563
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the ghost breakers were in which genres
Start Entity:     The Ghost Breakers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Ghost Breakers --[written_by]--> Walter DeLeon --[(INV) written_by]--> The Ghost Breakers --[has_genre]--> Comedy
Path (Raw):       The Ghost Breakers --[written_by]--> Walter DeLeon --[(INV) written_by]--> The Ghost Breakers --[has_genre]--> Comedy
Neg LogProb(↓):   1.020326
Path Entropy(↓):  1.696678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with going overboard fall under
Start Entity:     Going Overboard
Gold Answer:      [['Sport', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Going Overboard --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[has_genre]--> Comedy
Path (Raw):       Going Overboard --[written_by]--> Adam Sandler --[(INV) written_by]--> Big Daddy --[has_genre]--> Comedy
Neg LogProb(↓):   0.892226
Path Entropy(↓):  1.676252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film animal are written by who
Start Entity:     Animal
Gold Answer:      [['Michael Sarne', 'Catherine Breillat', 'Edward Dmytryk', 'Charles Perrault', 'Joseph Moncure March', 'Gore Vidal', 'Marvin H. Albert', 'Harry Kleiner', 'Robert MacLeod', 'Evan Hunter', 'Tom Gries', 'Larry Forrester', 'Otto Klement', 'Jerome Bixby', 'Burt Kennedy']]
Predicted Ans:    Charles Perrault
Predicted Path:   Animal --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[written_by]--> Charles Perrault
Path (Raw):       Animal --[starred_actors]--> Raquel Welch --[(INV) starred_actors]--> Bluebeard --[written_by]--> Charles Perrault
Neg LogProb(↓):   0.033282
Path Entropy(↓):  0.163667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film sunlight jr. were released in which years
Start Entity:     Sunlight Jr.
Gold Answer:      [['2006']]
Predicted Ans:    2013
Predicted Path:   Sunlight Jr. --[directed_by]--> Laurie Collyer --[(INV) directed_by]--> Sunlight Jr. --[release_year]--> 2013
Path (Raw):       Sunlight Jr. --[directed_by]--> Laurie Collyer --[(INV) directed_by]--> Sunlight Jr. --[release_year]--> 2013
Neg LogProb(↓):   0.000699
Path Entropy(↓):  0.005817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in the passion of ayn rand
Start Entity:     The Passion of Ayn Rand
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Passion of Ayn Rand --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[has_genre]--> Drama
Path (Raw):       The Passion of Ayn Rand --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[has_genre]--> Drama
Neg LogProb(↓):   0.951706
Path Entropy(↓):  1.230916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did rory culkin star in
Start Entity:     Rory Culkin
Gold Answer:      [['Down in the Valley', 'You Can Count on Me', 'Signs', 'Lymelife', 'Mean Creek']]
Predicted Ans:    Mean Creek
Predicted Path:   Rory Culkin --[(INV) starred_actors]--> Mean Creek --[written_by]--> Jacob Aaron Estes --[(INV) written_by]--> Mean Creek
Path (Raw):       Rory Culkin --[(INV) starred_actors]--> Mean Creek --[written_by]--> Jacob Aaron Estes --[(INV) written_by]--> Mean Creek
Neg LogProb(↓):   0.896172
Path Entropy(↓):  1.525466
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of central station
Start Entity:     Central Station
Gold Answer:      [['Foreign Land', "Paris, je t'aime", 'Behind the Sun', 'Midnight']]
Predicted Ans:    Paris, je t'aime
Predicted Path:   Central Station --[written_by]--> Walter Salles --[(INV) written_by]--> Paris, je t'aime
Path (Raw):       Central Station --[written_by]--> Walter Salles --[(INV) written_by]--> Paris, je t'aime --[No Operation]--> Paris, je t'aime
Neg LogProb(↓):   0.423552
Path Entropy(↓):  1.025056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie the hit list
Start Entity:     The Hit List
Gold Answer:      [['Evan Law']]
Predicted Ans:    Evan Law
Predicted Path:   The Hit List --[written_by]--> Evan Law --[(INV) written_by]--> The Hit List --[written_by]--> Evan Law
Path (Raw):       The Hit List --[written_by]--> Evan Law --[(INV) written_by]--> The Hit List --[written_by]--> Evan Law
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in a walk in the woods
Start Entity:     A Walk in the Woods
Gold Answer:      [['Robert Redford', 'Kristen Schaal', 'Nick Offerman', 'Mary Steenburgen']]
Predicted Ans:    Mary Steenburgen
Predicted Path:   A Walk in the Woods --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Powder --[starred_actors]--> Mary Steenburgen
Path (Raw):       A Walk in the Woods --[starred_actors]--> Mary Steenburgen --[(INV) starred_actors]--> Powder --[starred_actors]--> Mary Steenburgen
Neg LogProb(↓):   0.992916
Path Entropy(↓):  1.383606
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for willard
Start Entity:     Willard
Gold Answer:      [['Stephen Gilbert']]
Predicted Ans:    Stephen Gilbert
Predicted Path:   Willard --[written_by]--> Stephen Gilbert --[(INV) written_by]--> Willard --[written_by]--> Stephen Gilbert
Path (Raw):       Willard --[written_by]--> Stephen Gilbert --[(INV) written_by]--> Willard --[written_by]--> Stephen Gilbert
Neg LogProb(↓):   2.079442
Path Entropy(↓):  2.079442
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by daniel schmid in
Start Entity:     Daniel Schmid
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Daniel Schmid --[(INV) directed_by]--> Shadow of Angels --[has_genre]--> Drama
Path (Raw):       Daniel Schmid --[No Operation]--> Daniel Schmid --[(INV) directed_by]--> Shadow of Angels --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of walter hart written films
Start Entity:     Walter Hart
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Walter Hart --[(INV) written_by]--> Primrose Path --[release_year]--> 1940
Path (Raw):       Walter Hart --[No Operation]--> Walter Hart --[(INV) written_by]--> Primrose Path --[release_year]--> 1940
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of even money
Start Entity:     Even Money
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Even Money --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Even Money --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.607963
Path Entropy(↓):  4.466799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie fm
Start Entity:     FM
Gold Answer:      [['John A. Alonzo']]
Predicted Ans:    John A. Alonzo
Predicted Path:   FM --[directed_by]--> John A. Alonzo --[(INV) directed_by]--> FM --[directed_by]--> John A. Alonzo
Path (Raw):       FM --[directed_by]--> John A. Alonzo --[(INV) directed_by]--> FM --[directed_by]--> John A. Alonzo
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in secrets also appears in which movies
Start Entity:     Secrets
Gold Answer:      [['My Best Girl', 'Sparrows', 'Tess of the Storm Country', 'Daddy-Long-Legs', 'Coquette', 'Cinderella', 'The Lonely Villa']]
Predicted Ans:    Cinderella
Predicted Path:   Secrets --[starred_actors]--> Mary Pickford --[(INV) starred_actors]--> Cinderella
Path (Raw):       Secrets --[starred_actors]--> Mary Pickford --[No Operation]--> Mary Pickford --[(INV) starred_actors]--> Cinderella
Neg LogProb(↓):   0.094913
Path Entropy(↓):  0.311055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is dr. no in
Start Entity:     Dr. No
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Dr. No --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Dr. No --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.003307
Path Entropy(↓):  2.391907
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film trishna are directed by who
Start Entity:     Trishna
Gold Answer:      [['Mira Nair', 'Tarsem Singh']]
Predicted Ans:    Mira Nair
Predicted Path:   Trishna --[starred_actors]--> Riz Ahmed --[(INV) starred_actors]--> The Reluctant Fundamentalist --[directed_by]--> Mira Nair
Path (Raw):       Trishna --[starred_actors]--> Riz Ahmed --[(INV) starred_actors]--> The Reluctant Fundamentalist --[directed_by]--> Mira Nair
Neg LogProb(↓):   0.137446
Path Entropy(↓):  0.401810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of film is subspecies
Start Entity:     Subspecies
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Subspecies --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Subspecies --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.453229
Path Entropy(↓):  3.740854
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by william wesley were released in which years
Start Entity:     William Wesley
Gold Answer:      [['2001', '1988']]
Predicted Ans:    2001
Predicted Path:   William Wesley --[(INV) written_by]--> Route 666 --[release_year]--> 2001
Path (Raw):       William Wesley --[No Operation]--> William Wesley --[(INV) written_by]--> Route 666 --[release_year]--> 2001
Neg LogProb(↓):   0.142472
Path Entropy(↓):  0.391654
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of from beyond
Start Entity:     From Beyond
Gold Answer:      [['Re-Animator', 'The Dentist', 'Bride of Re-Animator', 'Dark House', 'Dawn of the Dead', 'Would You Rather', 'Beyond Re-Animator']]
Predicted Ans:    Dark House
Predicted Path:   From Beyond --[starred_actors]--> Jeffrey Combs --[(INV) starred_actors]--> Dark House
Path (Raw):       From Beyond --[starred_actors]--> Jeffrey Combs --[No Operation]--> Jeffrey Combs --[(INV) starred_actors]--> Dark House
Neg LogProb(↓):   0.074816
Path Entropy(↓):  0.338150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of american me
Start Entity:     American Me
Gold Answer:      [['Floyd Mutrux', 'Desmond Nakano']]
Predicted Ans:    Floyd Mutrux
Predicted Path:   American Me --[written_by]--> Floyd Mutrux --[(INV) written_by]--> There Goes My Baby --[directed_by]--> Floyd Mutrux
Path (Raw):       American Me --[written_by]--> Floyd Mutrux --[(INV) written_by]--> There Goes My Baby --[directed_by]--> Floyd Mutrux
Neg LogProb(↓):   0.000598
Path Entropy(↓):  0.005523
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in off beat
Start Entity:     Off Beat
Gold Answer:      [['English', 'Latin', 'Russian', 'German']]
Predicted Ans:    Latin
Predicted Path:   Off Beat --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[in_language]--> Latin
Path (Raw):       Off Beat --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Agnes of God --[in_language]--> Latin
Neg LogProb(↓):   0.054298
Path Entropy(↓):  0.207457
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is the miracle worker
Start Entity:     The Miracle Worker
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   The Miracle Worker --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Miracle Worker --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.211595
Path Entropy(↓):  4.508338
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie 47 ronin
Start Entity:     47 Ronin
Gold Answer:      [['Kon Ichikawa']]
Predicted Ans:    Kon Ichikawa
Predicted Path:   47 Ronin --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[directed_by]--> Kon Ichikawa
Path (Raw):       47 Ronin --[directed_by]--> Kon Ichikawa --[(INV) directed_by]--> 47 Ronin --[directed_by]--> Kon Ichikawa
Neg LogProb(↓):   0.138878
Path Entropy(↓):  0.447745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about adoption
Start Entity:     adoption
Gold Answer:      [['The Blind Side']]
Predicted Ans:    Saving Mr. Banks
Predicted Path:   adoption --[(INV) has_tags]--> The Blind Side --[has_tags]--> john lee hancock --[(INV) has_tags]--> Saving Mr. Banks
Path (Raw):       adoption --[(INV) has_tags]--> The Blind Side --[has_tags]--> john lee hancock --[(INV) has_tags]--> Saving Mr. Banks
Neg LogProb(↓):   0.020484
Path Entropy(↓):  0.099443
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by kim leona
Start Entity:     Kim Leona
Gold Answer:      [['Per Fly']]
Predicted Ans:    Per Fly
Predicted Path:   Kim Leona --[(INV) written_by]--> The Inheritance --[directed_by]--> Per Fly
Path (Raw):       Kim Leona --[No Operation]--> Kim Leona --[(INV) written_by]--> The Inheritance --[directed_by]--> Per Fly
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with dragonslayer fall under
Start Entity:     Dragonslayer
Gold Answer:      [['Horror', 'Fantasy']]
Predicted Ans:    Horror
Predicted Path:   Dragonslayer --[written_by]--> Matthew Robbins --[(INV) written_by]--> Don't Be Afraid of the Dark --[has_genre]--> Horror
Path (Raw):       Dragonslayer --[written_by]--> Matthew Robbins --[(INV) written_by]--> Don't Be Afraid of the Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.041913
Path Entropy(↓):  0.203195
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with juanjo puigcorbe
Start Entity:     Juanjo Puigcorbé
Gold Answer:      [['Gabino Diego', 'Ana Belén', 'Penélope Cruz']]
Predicted Ans:    Penélope Cruz
Predicted Path:   Juanjo Puigcorbé --[(INV) starred_actors]--> Love Can Seriously Damage Your Health --[starred_actors]--> Penélope Cruz
Path (Raw):       Juanjo Puigcorbé --[No Operation]--> Juanjo Puigcorbé --[(INV) starred_actors]--> Love Can Seriously Damage Your Health --[starred_actors]--> Penélope Cruz
Neg LogProb(↓):   0.003472
Path Entropy(↓):  0.024363
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of space cowboys also directed which films
Start Entity:     Space Cowboys
Gold Answer:      [['Breezy', 'Flags of Our Fathers', 'Sudden Impact', 'The Outlaw Josey Wales', 'Heartbreak Ridge', 'Letters from Iwo Jima', 'Blood Work', 'The Eiger Sanction', 'American Sniper', 'Unforgiven', 'True Crime', 'The Rookie', 'J. Edgar', 'The Gauntlet', 'Gran Torino', 'Pale Rider', 'The Bridges of Madison County', 'Absolute Power', 'High Plains Drifter', 'A Perfect World', 'Midnight in the Garden of Good and Evil', 'Jersey Boys', 'Mystic River', 'Million Dollar Baby', 'Honkytonk Man', 'Firefox', 'Bird', 'Bronco Billy', 'Play Misty for Me', 'Hereafter', 'Invictus', 'Changeling', 'White Hunter Black Heart']]
Predicted Ans:    Firefox
Predicted Path:   Space Cowboys --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox
Path (Raw):       Space Cowboys --[directed_by]--> Clint Eastwood --[(INV) directed_by]--> Firefox --[No Operation]--> Firefox
Neg LogProb(↓):   1.177083
Path Entropy(↓):  2.127251
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of when evening falls on bucharest or metabolism
Start Entity:     When Evening Falls on Bucharest or Metabolism
Gold Answer:      [['Corneliu Porumboiu']]
Predicted Ans:    Corneliu Porumboiu
Predicted Path:   When Evening Falls on Bucharest or Metabolism --[written_by]--> Corneliu Porumboiu --[(INV) written_by]--> Police, Adjective --[directed_by]--> Corneliu Porumboiu
Path (Raw):       When Evening Falls on Bucharest or Metabolism --[written_by]--> Corneliu Porumboiu --[(INV) written_by]--> Police, Adjective --[directed_by]--> Corneliu Porumboiu
Neg LogProb(↓):   0.024169
Path Entropy(↓):  0.112775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie blankman are directed by who
Start Entity:     Blankman
Gold Answer:      [['Tony Scott', 'Julien Temple', 'Reginald Hudlin', 'Robert Altman', 'Richard Benjamin', 'Tom DeCerchio', 'Peter MacDonald']]
Predicted Ans:    Peter MacDonald
Predicted Path:   Blankman --[starred_actors]--> Damon Wayans --[(INV) starred_actors]--> Mo' Money --[directed_by]--> Peter MacDonald
Path (Raw):       Blankman --[starred_actors]--> Damon Wayans --[(INV) starred_actors]--> Mo' Money --[directed_by]--> Peter MacDonald
Neg LogProb(↓):   0.194577
Path Entropy(↓):  0.606315
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie dear white people
Start Entity:     Dear White People
Gold Answer:      [['Clint Eastwood', 'Wes Craven', 'Samuel Bayer']]
Predicted Ans:    Wes Craven
Predicted Path:   Dear White People --[starred_actors]--> Kyle Gallner --[(INV) starred_actors]--> A Nightmare on Elm Street --[directed_by]--> Wes Craven
Path (Raw):       Dear White People --[starred_actors]--> Kyle Gallner --[(INV) starred_actors]--> A Nightmare on Elm Street --[directed_by]--> Wes Craven
Neg LogProb(↓):   0.024510
Path Entropy(↓):  0.148142
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of marathon man
Start Entity:     Marathon Man
Gold Answer:      [['Midnight Cowboy', 'The Believers', 'Eye for an Eye', 'Sunday Bloody Sunday', 'Darling', 'The Innocent', 'The Tale of Sweeney Todd', 'The Next Best Thing', 'The Day of the Locust', 'Pacific Heights', 'Cold Comfort Farm', 'Yanks', 'A Kind of Loving', 'Honky Tonk Freeway', 'Billy Liar', 'Far from the Madding Crowd', 'Madame Sousatzka', 'The Falcon and the Snowman']]
Predicted Ans:    Darling
Predicted Path:   Marathon Man --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling
Path (Raw):       Marathon Man --[No Operation]--> Marathon Man --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling
Neg LogProb(↓):   0.263903
Path Entropy(↓):  0.879011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by rob hardy
Start Entity:     Rob Hardy
Gold Answer:      [['William Packer']]
Predicted Ans:    Rob Hardy
Predicted Path:   Rob Hardy --[(INV) directed_by]--> Trois --[written_by]--> Rob Hardy
Path (Raw):       Rob Hardy --[No Operation]--> Rob Hardy --[(INV) directed_by]--> Trois --[written_by]--> Rob Hardy
Neg LogProb(↓):   0.004175
Path Entropy(↓):  0.031119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies starred by the actors in baby boom
Start Entity:     Baby Boom
Gold Answer:      [['Thomas Bezucha', 'Jerry Zaks', 'Mark Rydell', 'Woody Allen', 'Diane Keaton', 'Warren Beatty', 'Michael Lehmann', 'Callie Khouri', 'Lawrence Kasdan', 'Alan Parker', 'Leonard Nimoy', 'Nancy Meyers', 'Hugh Wilson', 'Tim Hamilton', 'Vincente Minnelli', 'Justin Zackham', 'Garry Marshall', 'Gillian Armstrong', 'Richard Brooks', 'Rob Reiner']]
Predicted Ans:    Hugh Wilson
Predicted Path:   Baby Boom --[starred_actors]--> Diane Keaton --[(INV) starred_actors]--> The First Wives Club --[directed_by]--> Hugh Wilson
Path (Raw):       Baby Boom --[starred_actors]--> Diane Keaton --[(INV) starred_actors]--> The First Wives Club --[directed_by]--> Hugh Wilson
Neg LogProb(↓):   0.972641
Path Entropy(↓):  1.499595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Stefania rocca appears in which movies
Start Entity:     Stefania Rocca
Gold Answer:      [['Nirvana', 'The Card Player']]
Predicted Ans:    Nirvana
Predicted Path:   Stefania Rocca --[(INV) starred_actors]--> Nirvana --[starred_actors]--> Diego Abatantuono --[(INV) starred_actors]--> Nirvana
Path (Raw):       Stefania Rocca --[(INV) starred_actors]--> Nirvana --[starred_actors]--> Diego Abatantuono --[(INV) starred_actors]--> Nirvana
Neg LogProb(↓):   0.059820
Path Entropy(↓):  0.234614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by regina bianchi
Start Entity:     Regina Bianchi
Gold Answer:      [['Nanni Loy']]
Predicted Ans:    Nanni Loy
Predicted Path:   Regina Bianchi --[(INV) starred_actors]--> The Four Days of Naples --[directed_by]--> Nanni Loy
Path (Raw):       Regina Bianchi --[No Operation]--> Regina Bianchi --[(INV) starred_actors]--> The Four Days of Naples --[directed_by]--> Nanni Loy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie endgame were released in which years
Start Entity:     Endgame
Gold Answer:      [['2001', '1995', '1935']]
Predicted Ans:    1935
Predicted Path:   Endgame --[written_by]--> Paula Milne --[(INV) written_by]--> Mad Love --[release_year]--> 1935
Path (Raw):       Endgame --[written_by]--> Paula Milne --[(INV) written_by]--> Mad Love --[release_year]--> 1935
Neg LogProb(↓):   0.646852
Path Entropy(↓):  1.139249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie in dreams were released in which years
Start Entity:     In Dreams
Gold Answer:      [['1988', '1997', '2009', '1992', '2005', '1982', '1996', '1999', '2002', '1986', '1955', '1937', '1984', '2007']]
Predicted Ans:    1982
Predicted Path:   In Dreams --[written_by]--> Neil Jordan --[(INV) written_by]--> Angel --[release_year]--> 1982
Path (Raw):       In Dreams --[written_by]--> Neil Jordan --[(INV) written_by]--> Angel --[release_year]--> 1982
Neg LogProb(↓):   1.484183
Path Entropy(↓):  2.618311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by ed haas
Start Entity:     Ed Haas
Gold Answer:      [['Frank Tashlin']]
Predicted Ans:    Frank Tashlin
Predicted Path:   Ed Haas --[(INV) written_by]--> The Disorderly Orderly --[directed_by]--> Frank Tashlin
Path (Raw):       Ed Haas --[No Operation]--> Ed Haas --[(INV) written_by]--> The Disorderly Orderly --[directed_by]--> Frank Tashlin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by tarzan's greatest adventure actors release
Start Entity:     Tarzan's Greatest Adventure
Gold Answer:      [['1969']]
Predicted Ans:    1969
Predicted Path:   Tarzan's Greatest Adventure --[starred_actors]--> Anthony Quayle --[(INV) starred_actors]--> Anne of the Thousand Days --[release_year]--> 1969
Path (Raw):       Tarzan's Greatest Adventure --[starred_actors]--> Anthony Quayle --[(INV) starred_actors]--> Anne of the Thousand Days --[release_year]--> 1969
Neg LogProb(↓):   0.089043
Path Entropy(↓):  0.345802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of mallrats
Start Entity:     Mallrats
Gold Answer:      [['Michael Parks', 'Bud Cort', 'Jeff Anderson', 'Jason Mewes', 'Seth Rogen', 'Haley Joel Osment', "Brian O'Halloran", 'Kevin Smith', 'Jason Lee', 'Elizabeth Banks', 'Justin Long']]
Predicted Ans:    Kevin Smith
Predicted Path:   Mallrats --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[starred_actors]--> Kevin Smith
Path (Raw):       Mallrats --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[starred_actors]--> Kevin Smith
Neg LogProb(↓):   0.221877
Path Entropy(↓):  0.848411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the prowler
Start Entity:     The Prowler
Gold Answer:      [['Italian', 'English', 'Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   The Prowler --[directed_by]--> Joseph Losey --[(INV) directed_by]--> M --[in_language]--> German
Path (Raw):       The Prowler --[directed_by]--> Joseph Losey --[(INV) directed_by]--> M --[in_language]--> German
Neg LogProb(↓):   0.017936
Path Entropy(↓):  0.096000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by ol parker were written by who
Start Entity:     Ol Parker
Gold Answer:      [['Jenny Downham']]
Predicted Ans:    Ol Parker
Predicted Path:   Ol Parker --[(INV) directed_by]--> Now Is Good --[written_by]--> Ol Parker
Path (Raw):       Ol Parker --[No Operation]--> Ol Parker --[(INV) directed_by]--> Now Is Good --[written_by]--> Ol Parker
Neg LogProb(↓):   0.139388
Path Entropy(↓):  0.409992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by kim fuller starred who
Start Entity:     Kim Fuller
Gold Answer:      [['Mark Williams', 'Kevin McNally', 'Mary McCormack', 'Minnie Driver']]
Predicted Ans:    Minnie Driver
Predicted Path:   Kim Fuller --[(INV) written_by]--> High Heels and Low Lifes --[starred_actors]--> Minnie Driver
Path (Raw):       Kim Fuller --[No Operation]--> Kim Fuller --[(INV) written_by]--> High Heels and Low Lifes --[starred_actors]--> Minnie Driver
Neg LogProb(↓):   0.089641
Path Entropy(↓):  0.313202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by timo eranko fall under
Start Entity:     Timo Eränkö
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Timo Eränkö --[(INV) starred_actors]--> Calamari Union --[has_genre]--> Comedy
Path (Raw):       Timo Eränkö --[No Operation]--> Timo Eränkö --[(INV) starred_actors]--> Calamari Union --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of cry freedom
Start Entity:     Cry Freedom
Gold Answer:      [['Richard Attenborough']]
Predicted Ans:    Richard Attenborough
Predicted Path:   Cry Freedom --[written_by]--> Donald Woods --[(INV) written_by]--> Cry Freedom --[directed_by]--> Richard Attenborough
Path (Raw):       Cry Freedom --[written_by]--> Donald Woods --[(INV) written_by]--> Cry Freedom --[directed_by]--> Richard Attenborough
Neg LogProb(↓):   0.038868
Path Entropy(↓):  0.161930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is 20 million miles to earth about
Start Entity:     20 Million Miles to Earth
Gold Answer:      [['ray harryhausen']]
Predicted Ans:    Christopher Knopf
Predicted Path:   20 Million Miles to Earth --[written_by]--> Christopher Knopf --[(INV) written_by]--> Posse --[written_by]--> Christopher Knopf
Path (Raw):       20 Million Miles to Earth --[written_by]--> Christopher Knopf --[(INV) written_by]--> Posse --[written_by]--> Christopher Knopf
Neg LogProb(↓):   0.040850
Path Entropy(↓):  0.203805
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share writers with the film the unsinkable molly brown were in which genres
Start Entity:     The Unsinkable Molly Brown
Gold Answer:      [['Music', 'Biography', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Musical
Predicted Path:   The Unsinkable Molly Brown --[written_by]--> Richard Morris --[(INV) written_by]--> The Unsinkable Molly Brown --[has_genre]--> Musical
Path (Raw):       The Unsinkable Molly Brown --[written_by]--> Richard Morris --[(INV) written_by]--> The Unsinkable Molly Brown --[has_genre]--> Musical
Neg LogProb(↓):   0.478347
Path Entropy(↓):  1.022785
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie commandments were released in which years
Start Entity:     Commandments
Gold Answer:      [['2004']]
Predicted Ans:    1997
Predicted Path:   Commandments --[directed_by]--> Daniel Taplitz --[(INV) directed_by]--> Commandments --[release_year]--> 1997
Path (Raw):       Commandments --[directed_by]--> Daniel Taplitz --[(INV) directed_by]--> Commandments --[release_year]--> 1997
Neg LogProb(↓):   0.191145
Path Entropy(↓):  0.462891
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies directed by nobuhiro yamashita
Start Entity:     Nobuhiro Yamashita
Gold Answer:      [['Aki Maeda', 'Shiori Sekine']]
Predicted Ans:    Shiori Sekine
Predicted Path:   Nobuhiro Yamashita --[(INV) directed_by]--> Linda Linda Linda --[starred_actors]--> Shiori Sekine
Path (Raw):       Nobuhiro Yamashita --[No Operation]--> Nobuhiro Yamashita --[(INV) directed_by]--> Linda Linda Linda --[starred_actors]--> Shiori Sekine
Neg LogProb(↓):   0.004072
Path Entropy(↓):  0.026440
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the morning after
Start Entity:     The Morning After
Gold Answer:      [['Jane Fonda', 'Raul Julia', 'Jeff Bridges']]
Predicted Ans:    Jeff Bridges
Predicted Path:   The Morning After --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[starred_actors]--> Jeff Bridges
Path (Raw):       The Morning After --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> The Amateurs --[starred_actors]--> Jeff Bridges
Neg LogProb(↓):   0.575238
Path Entropy(↓):  1.134104
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor peter dinklage is a co - star of who
Start Entity:     Peter Dinklage
Gold Answer:      [['Mila Kunis', 'Melissa Leo', 'Peter Helliar', 'Yvonne Strahovski', 'Brendan Cowell', 'Jason Lee', 'Robin Williams', 'Patrick Warburton']]
Predicted Ans:    Robin Williams
Predicted Path:   Peter Dinklage --[(INV) starred_actors]--> The Angriest Man in Brooklyn --[starred_actors]--> Robin Williams
Path (Raw):       Peter Dinklage --[No Operation]--> Peter Dinklage --[(INV) starred_actors]--> The Angriest Man in Brooklyn --[starred_actors]--> Robin Williams
Neg LogProb(↓):   0.282773
Path Entropy(↓):  0.658020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does patricia roc appear in
Start Entity:     Patricia Roc
Gold Answer:      [['Madonna of the Seven Moons']]
Predicted Ans:    The Man in Grey
Predicted Path:   Patricia Roc --[(INV) starred_actors]--> Madonna of the Seven Moons --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> The Man in Grey
Path (Raw):       Patricia Roc --[(INV) starred_actors]--> Madonna of the Seven Moons --[starred_actors]--> Stewart Granger --[(INV) starred_actors]--> The Man in Grey
Neg LogProb(↓):   0.069551
Path Entropy(↓):  0.321581
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which directors co - directed films with stefan ruzowitzky
Start Entity:     Stefan Ruzowitzky
Gold Answer:      [['Christopher Coppola']]
Predicted Ans:    Stefan Ruzowitzky
Predicted Path:   Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[directed_by]--> Stefan Ruzowitzky
Path (Raw):       Stefan Ruzowitzky --[No Operation]--> Stefan Ruzowitzky --[(INV) directed_by]--> Anatomy --[directed_by]--> Stefan Ruzowitzky
Neg LogProb(↓):   0.094476
Path Entropy(↓):  0.309099
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies share the same director of room in rome
Start Entity:     Room in Rome
Gold Answer:      [['Lovers of the Arctic Circle']]
Predicted Ans:    Lovers of the Arctic Circle
Predicted Path:   Room in Rome --[directed_by]--> Julio Medem --[(INV) directed_by]--> Lovers of the Arctic Circle
Path (Raw):       Room in Rome --[No Operation]--> Room in Rome --[directed_by]--> Julio Medem --[(INV) directed_by]--> Lovers of the Arctic Circle
Neg LogProb(↓):   0.732855
Path Entropy(↓):  1.200392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by kristina soderbaum
Start Entity:     Kristina Söderbaum
Gold Answer:      [['Veit Harlan', 'Ludwig Metzger']]
Predicted Ans:    Veit Harlan
Predicted Path:   Kristina Söderbaum --[(INV) starred_actors]--> Jud Süß --[written_by]--> Veit Harlan
Path (Raw):       Kristina Söderbaum --[No Operation]--> Kristina Söderbaum --[(INV) starred_actors]--> Jud Süß --[written_by]--> Veit Harlan
Neg LogProb(↓):   0.032660
Path Entropy(↓):  0.142078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by val lewton
Start Entity:     Val Lewton
Gold Answer:      [['Robert Wise']]
Predicted Ans:    Robert Wise
Predicted Path:   Val Lewton --[(INV) written_by]--> The Body Snatcher --[directed_by]--> Robert Wise
Path (Raw):       Val Lewton --[No Operation]--> Val Lewton --[(INV) written_by]--> The Body Snatcher --[directed_by]--> Robert Wise
Neg LogProb(↓):   0.000479
Path Entropy(↓):  0.004144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie this is the end were in which genres
Start Entity:     This Is the End
Gold Answer:      [['Thriller', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   This Is the End --[written_by]--> Evan Goldberg --[(INV) written_by]--> Pineapple Express --[has_genre]--> Comedy
Path (Raw):       This Is the End --[written_by]--> Evan Goldberg --[(INV) written_by]--> Pineapple Express --[has_genre]--> Comedy
Neg LogProb(↓):   0.662217
Path Entropy(↓):  1.380105
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of all the way home
Start Entity:     All the Way Home
Gold Answer:      [['Drama', 'War', 'Adventure', 'Comedy']]
Predicted Ans:    Adventure
Predicted Path:   All the Way Home --[written_by]--> James Agee --[(INV) written_by]--> The African Queen --[has_genre]--> Adventure
Path (Raw):       All the Way Home --[written_by]--> James Agee --[(INV) written_by]--> The African Queen --[has_genre]--> Adventure
Neg LogProb(↓):   1.722027
Path Entropy(↓):  1.896394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with sinead cusack
Start Entity:     Sinéad Cusack
Gold Answer:      [['Ruth Dunning', 'Jeremy Bulloch', 'Joseph Fiennes', 'Jeremy Irons', 'Peter Sellers']]
Predicted Ans:    Joseph Fiennes
Predicted Path:   Sinéad Cusack --[(INV) starred_actors]--> Stealing Beauty --[starred_actors]--> Joseph Fiennes
Path (Raw):       Sinéad Cusack --[No Operation]--> Sinéad Cusack --[(INV) starred_actors]--> Stealing Beauty --[starred_actors]--> Joseph Fiennes
Neg LogProb(↓):   0.000228
Path Entropy(↓):  0.002174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by score
Start Entity:     score
Gold Answer:      [['Toy Story 3', 'Saw VI', 'Gravity', 'Cleopatra', 'Her', 'Inception']]
Predicted Ans:    Her
Predicted Path:   score --[(INV) has_tags]--> Her --[has_tags]--> spike jonze --[(INV) has_tags]--> Her
Path (Raw):       score --[(INV) has_tags]--> Her --[has_tags]--> spike jonze --[(INV) has_tags]--> Her
Neg LogProb(↓):   0.402789
Path Entropy(↓):  0.889728
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film chromophobia
Start Entity:     Chromophobia
Gold Answer:      [['Ronald Neame', 'John le Carré', 'David Nicholls', 'Patrick McGrath', 'Alexander Pushkin', 'Nash Edgerton', 'William Shakespeare', 'James Cameron', 'Jay Cocks', 'Wes Anderson', 'David Lean', 'Peter Greenaway', 'Dan Mazeau', 'István Szabó', 'Peter Carey', 'Charles Dickens', 'David Hare', 'Joss Whedon', 'David Michôd', 'Neil Jordan', 'Steven Zaillian', 'Stefan Zweig', 'Cecil McGivern', 'Kay Walsh', 'Neal Purvis', 'Robert Wade', 'Zak Penn', 'Bernhard Schlink', 'Thomas Harris', 'Ted Tally', 'Alex Garland', 'Jeffrey Caine', 'Graham Greene', 'John Logan', 'Thomas Keneally', 'Israel Horovitz', 'John Hughes', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    Steven Zaillian
Predicted Path:   Chromophobia --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[written_by]--> Steven Zaillian
Path (Raw):       Chromophobia --[starred_actors]--> Ralph Fiennes --[(INV) starred_actors]--> Schindler's List --[written_by]--> Steven Zaillian
Neg LogProb(↓):   0.514029
Path Entropy(↓):  1.316546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does monica bellucci star in
Start Entity:     Monica Bellucci
Gold Answer:      [['Under Suspicion', 'Brotherhood of the Wolf', 'Tears of the Sun', 'She Hate Me', "Shoot 'Em Up", 'A Burning Hot Summer', "Don't Look Back", 'The Apartment', 'Malèna', 'Dobermann']]
Predicted Ans:    A Burning Hot Summer
Predicted Path:   Monica Bellucci --[(INV) starred_actors]--> A Burning Hot Summer --[starred_actors]--> Jérôme Robart --[(INV) starred_actors]--> A Burning Hot Summer
Path (Raw):       Monica Bellucci --[(INV) starred_actors]--> A Burning Hot Summer --[starred_actors]--> Jérôme Robart --[(INV) starred_actors]--> A Burning Hot Summer
Neg LogProb(↓):   0.130182
Path Entropy(↓):  0.501709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by robert favreau were written by who
Start Entity:     Robert Favreau
Gold Answer:      [['Gil Courtemanche']]
Predicted Ans:    Robert Favreau
Predicted Path:   Robert Favreau --[(INV) directed_by]--> A Sunday in Kigali --[written_by]--> Robert Favreau
Path (Raw):       Robert Favreau --[No Operation]--> Robert Favreau --[(INV) directed_by]--> A Sunday in Kigali --[written_by]--> Robert Favreau
Neg LogProb(↓):   0.029165
Path Entropy(↓):  0.134261
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films have the same director of jewel robbery
Start Entity:     Jewel Robbery
Gold Answer:      [['The Devil and Daniel Webster', "A Midsummer Night's Dream", 'Kismet', 'Satan Met a Lady', 'Dark City', 'The Story of Louis Pasteur', 'Tennessee Johnson', 'Portrait of Jennie', 'Fog Over Frisco', "I'll Be Seeing You", 'The Life of Emile Zola', 'Lawyer Man', "Dr. Ehrlich's Magic Bullet", 'Juarez', 'The Hunchback of Notre Dame', 'Love Letters']]
Predicted Ans:    A Midsummer Night's Dream
Predicted Path:   Jewel Robbery --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream
Path (Raw):       Jewel Robbery --[No Operation]--> Jewel Robbery --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream
Neg LogProb(↓):   0.513312
Path Entropy(↓):  1.040415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in brother orchid
Start Entity:     Brother Orchid
Gold Answer:      [['Family', 'Sport', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Brother Orchid --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       Brother Orchid --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   1.457488
Path Entropy(↓):  2.547913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by charles winkler released
Start Entity:     Charles Winkler
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2009
Predicted Path:   Charles Winkler --[(INV) directed_by]--> Streets of Blood --[release_year]--> 2009
Path (Raw):       Charles Winkler --[No Operation]--> Charles Winkler --[(INV) directed_by]--> Streets of Blood --[release_year]--> 2009
Neg LogProb(↓):   0.480614
Path Entropy(↓):  0.664977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by carlo verdone
Start Entity:     Carlo Verdone
Gold Answer:      [['Elisabetta Pozzi', 'Margherita Buy', 'Elena Fabrizi', 'Laura Morante']]
Predicted Ans:    Margherita Buy
Predicted Path:   Carlo Verdone --[(INV) directed_by]--> Maledetto il giorno che t'ho incontrato --[starred_actors]--> Margherita Buy
Path (Raw):       Carlo Verdone --[No Operation]--> Carlo Verdone --[(INV) directed_by]--> Maledetto il giorno che t'ho incontrato --[starred_actors]--> Margherita Buy
Neg LogProb(↓):   0.598639
Path Entropy(↓):  1.488641
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was melisa wallack a writer on
Start Entity:     Melisa Wallack
Gold Answer:      [['Dallas Buyers Club', 'Meet Bill']]
Predicted Ans:    Dallas Buyers Club
Predicted Path:   Melisa Wallack --[(INV) written_by]--> Dallas Buyers Club --[written_by]--> Craig Borten --[(INV) written_by]--> Dallas Buyers Club
Path (Raw):       Melisa Wallack --[(INV) written_by]--> Dallas Buyers Club --[written_by]--> Craig Borten --[(INV) written_by]--> Dallas Buyers Club
Neg LogProb(↓):   0.092981
Path Entropy(↓):  0.323768
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in angel face
Start Entity:     Angel Face
Gold Answer:      [['Romance', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Angel Face --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Path (Raw):       Angel Face --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[has_genre]--> War
Neg LogProb(↓):   1.362988
Path Entropy(↓):  2.268000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of ernest saves christmas
Start Entity:     Ernest Saves Christmas
Gold Answer:      [['Slam Dunk Ernest', 'Dr. Otto and the Riddle of the Gloom Beam', 'Ernest Goes to Jail', 'Ernest Goes to Camp', 'Ernest Goes to Africa', 'Ernest Scared Stupid', 'Ernest in the Army', 'Ernest Rides Again']]
Predicted Ans:    Slam Dunk Ernest
Predicted Path:   Ernest Saves Christmas --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Slam Dunk Ernest
Path (Raw):       Ernest Saves Christmas --[No Operation]--> Ernest Saves Christmas --[directed_by]--> John R. Cherry III --[(INV) directed_by]--> Slam Dunk Ernest
Neg LogProb(↓):   0.362854
Path Entropy(↓):  1.003545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by martha holmes
Start Entity:     Martha Holmes
Gold Answer:      [['Daniel Craig']]
Predicted Ans:    Daniel Craig
Predicted Path:   Martha Holmes --[(INV) written_by]--> One Life --[starred_actors]--> Daniel Craig
Path (Raw):       Martha Holmes --[No Operation]--> Martha Holmes --[(INV) written_by]--> One Life --[starred_actors]--> Daniel Craig
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by hello, dolly! actors release
Start Entity:     Hello, Dolly!
Gold Answer:      [['1980', '1970', '1954', '1993', '1967', '1979', '1974', '1968', '1963', '1998', '1957', '2004', '1973', '1994', '1956', '1931', '1983', '1995', '1976', '1972', '1971', '1990', '1996', '1981', '2012', '1962', '1988', '1934', '2000', '1997', '1975', '1966', '1991', '1965', '1987', '1969', '1937', '1958']]
Predicted Ans:    1931
Predicted Path:   Hello, Dolly! --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Path (Raw):       Hello, Dolly! --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page --[release_year]--> 1931
Neg LogProb(↓):   1.312716
Path Entropy(↓):  2.949486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of naqoyqatsi
Start Entity:     Naqoyqatsi
Gold Answer:      [['Powaqqatsi']]
Predicted Ans:    Naqoyqatsi
Predicted Path:   Naqoyqatsi --[written_by]--> Godfrey Reggio --[(INV) written_by]--> Naqoyqatsi
Path (Raw):       Naqoyqatsi --[No Operation]--> Naqoyqatsi --[written_by]--> Godfrey Reggio --[(INV) written_by]--> Naqoyqatsi
Neg LogProb(↓):   0.005670
Path Entropy(↓):  0.035323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the release date of the film devil in a blue dress
Start Entity:     Devil in a Blue Dress
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Devil in a Blue Dress --[release_year]--> 1995 --[(INV) release_year]--> The Indian in the Cupboard --[release_year]--> 1995
Path (Raw):       Devil in a Blue Dress --[release_year]--> 1995 --[(INV) release_year]--> The Indian in the Cupboard --[release_year]--> 1995
Neg LogProb(↓):   2.441118
Path Entropy(↓):  3.810015
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by sidney salkow starred which actors
Start Entity:     Sidney Salkow
Gold Answer:      [['Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   Sidney Salkow --[(INV) directed_by]--> Twice-Told Tales --[starred_actors]--> Vincent Price
Path (Raw):       Sidney Salkow --[No Operation]--> Sidney Salkow --[(INV) directed_by]--> Twice-Told Tales --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.003480
Path Entropy(↓):  0.025530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by scott culver fall under
Start Entity:     Scott Culver
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Scott Culver --[(INV) directed_by]--> How to Make Love to a Woman --[has_genre]--> Comedy
Path (Raw):       Scott Culver --[No Operation]--> Scott Culver --[(INV) directed_by]--> How to Make Love to a Woman --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie cool hand luke were in which genres
Start Entity:     Cool Hand Luke
Gold Answer:      [['Western', 'Biography', 'Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Cool Hand Luke --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> Brubaker --[has_genre]--> Drama
Path (Raw):       Cool Hand Luke --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> Brubaker --[has_genre]--> Drama
Neg LogProb(↓):   0.758852
Path Entropy(↓):  1.360639
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed going down in la - la land
Start Entity:     Going Down in LA-LA Land
Gold Answer:      [['Casper Andreas']]
Predicted Ans:    Casper Andreas
Predicted Path:   Going Down in LA-LA Land --[directed_by]--> Casper Andreas --[(INV) directed_by]--> Violet Tendencies --[directed_by]--> Casper Andreas
Path (Raw):       Going Down in LA-LA Land --[directed_by]--> Casper Andreas --[(INV) directed_by]--> Violet Tendencies --[directed_by]--> Casper Andreas
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed blind husbands
Start Entity:     Blind Husbands
Gold Answer:      [['1922', '1929', '1923', '1924']]
Predicted Ans:    1929
Predicted Path:   Blind Husbands --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> The Great Gabbo --[release_year]--> 1929
Path (Raw):       Blind Husbands --[directed_by]--> Erich von Stroheim --[(INV) directed_by]--> The Great Gabbo --[release_year]--> 1929
Neg LogProb(↓):   0.640561
Path Entropy(↓):  1.162591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did joe carnahan write
Start Entity:     Joe Carnahan
Gold Answer:      [['The Grey', "Smokin' Aces", 'The A-Team', 'Narc', 'Stretch', 'Blood, Guts, Bullets and Octane']]
Predicted Ans:    Blood, Guts, Bullets and Octane
Predicted Path:   Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane
Path (Raw):       Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane --[written_by]--> Joe Carnahan --[(INV) written_by]--> Blood, Guts, Bullets and Octane
Neg LogProb(↓):   0.015105
Path Entropy(↓):  0.106188
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the wrong man
Start Entity:     The Wrong Man
Gold Answer:      [['Psycho II', 'The Initiation', 'The Return of Frank James', 'Firecreek', 'The Tin Star', 'Madigan', 'The Mad Miss Manton', 'Immortal Sergeant', 'There Was a Crooked Man...', 'Psycho', 'Midway', "Spencer's Mountain", 'On Our Merry Way', 'The Cheyenne Social Club', 'The Castaway Cowboy', 'Tentacles', 'On Golden Pond', 'I Dream Too Much', 'My Darling Clementine', 'The Man Who Shot Liberty Valance', 'Once Upon a Time in the West', 'Drums Along the Mohawk', 'The Ox-Bow Incident', 'Fort Apache', 'Rings on Her Fingers', 'Sex and the Single Girl', 'The Grapes of Wrath', 'Warlock', 'Hellfighters', 'A Big Hand for the Little Lady', 'Yours, Mine and Ours', 'Young Mr. Lincoln', 'The Boston Strangler', 'One Little Indian', 'Sometimes a Great Notion', 'How the West Was Won', 'Rollercoaster', 'You Only Live Once', 'The Best Man', 'Chad Hanna', 'Battle of the Bulge', 'The Big Street', 'You Belong to Me', 'Mister Roberts', 'The Long Night', 'Jesse James', 'The Fugitive', 'Daisy Kenyon', 'Back Street', 'War and Peace', 'Follow Me, Boys!', 'Jezebel', '23 Paces to Baker Street', 'The Lady Eve']]
Predicted Ans:    Once Upon a Time in the West
Predicted Path:   The Wrong Man --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Path (Raw):       The Wrong Man --[No Operation]--> The Wrong Man --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West
Neg LogProb(↓):   1.012947
Path Entropy(↓):  1.708393
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed the mask of zorro
Start Entity:     The Mask of Zorro
Gold Answer:      [['1995', '2000', '2003', '2005', '2010', '1991', '2006', '1994', '1967', '2011', '1943']]
Predicted Ans:    1991
Predicted Path:   The Mask of Zorro --[directed_by]--> Martin Campbell --[(INV) directed_by]--> Defenseless --[release_year]--> 1991
Path (Raw):       The Mask of Zorro --[directed_by]--> Martin Campbell --[(INV) directed_by]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   0.985049
Path Entropy(↓):  1.599157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in never on sunday
Start Entity:     Never on Sunday
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Never on Sunday --[starred_actors]--> Melina Mercouri --[(INV) starred_actors]--> Phaedra --[has_genre]--> Drama
Path (Raw):       Never on Sunday --[starred_actors]--> Melina Mercouri --[(INV) starred_actors]--> Phaedra --[has_genre]--> Drama
Neg LogProb(↓):   0.027172
Path Entropy(↓):  0.124666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of the mosquito net
Start Entity:     The Mosquito Net
Gold Answer:      [['The Red Squirrel', 'Earth', 'The Method', 'Vacas']]
Predicted Ans:    Earth
Predicted Path:   The Mosquito Net --[starred_actors]--> Emma Suárez --[(INV) starred_actors]--> Earth
Path (Raw):       The Mosquito Net --[starred_actors]--> Emma Suárez --[No Operation]--> Emma Suárez --[(INV) starred_actors]--> Earth
Neg LogProb(↓):   0.007479
Path Entropy(↓):  0.050816
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie rocky are written by who
Start Entity:     Rocky
Gold Answer:      [['Thomas Berger', 'Thomas Rickman', 'Michael Schiffer', 'Bryce Courtenay', 'Warren Lane', 'Larry Gelbart', 'Buster Keaton', 'Claude Lelouch', 'Farah Khan', 'Sylvester Stallone', 'Joan Tewkesbury', 'Larry Brown', 'Robert Mark Kamen', 'Steve Shagan']]
Predicted Ans:    Farah Khan
Predicted Path:   Rocky --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Happy New Year --[written_by]--> Farah Khan
Path (Raw):       Rocky --[directed_by]--> John G. Avildsen --[(INV) directed_by]--> Happy New Year --[written_by]--> Farah Khan
Neg LogProb(↓):   1.223397
Path Entropy(↓):  1.735419
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did caryn lucas write
Start Entity:     Caryn Lucas
Gold Answer:      [['Miss Congeniality']]
Predicted Ans:    Miss Congeniality
Predicted Path:   Caryn Lucas --[(INV) written_by]--> Miss Congeniality --[written_by]--> Caryn Lucas --[(INV) written_by]--> Miss Congeniality
Path (Raw):       Caryn Lucas --[(INV) written_by]--> Miss Congeniality --[written_by]--> Caryn Lucas --[(INV) written_by]--> Miss Congeniality
Neg LogProb(↓):   0.110134
Path Entropy(↓):  0.337844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of i am sam also wrote which films
Start Entity:     I Am Sam
Gold Answer:      [['Fred Claus', 'Corrina, Corrina']]
Predicted Ans:    Fred Claus
Predicted Path:   I Am Sam --[written_by]--> Jessie Nelson --[(INV) written_by]--> Fred Claus
Path (Raw):       I Am Sam --[written_by]--> Jessie Nelson --[(INV) written_by]--> Fred Claus --[No Operation]--> Fred Claus
Neg LogProb(↓):   0.230314
Path Entropy(↓):  0.705157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor chase masterson is a co - star of who
Start Entity:     Chase Masterson
Gold Answer:      [['Kipleigh Brown', 'Mik Scriba', 'John Newton']]
Predicted Ans:    Chase Masterson
Predicted Path:   Chase Masterson --[(INV) starred_actors]--> Yesterday Was a Lie --[starred_actors]--> Chase Masterson
Path (Raw):       Chase Masterson --[No Operation]--> Chase Masterson --[(INV) starred_actors]--> Yesterday Was a Lie --[starred_actors]--> Chase Masterson
Neg LogProb(↓):   0.003153
Path Entropy(↓):  0.022672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did nick swardson write
Start Entity:     Nick Swardson
Gold Answer:      [["Grandma's Boy"]]
Predicted Ans:    Grandma's Boy
Predicted Path:   Nick Swardson --[(INV) written_by]--> Grandma's Boy --[written_by]--> Nick Swardson --[(INV) written_by]--> Grandma's Boy
Path (Raw):       Nick Swardson --[(INV) written_by]--> Grandma's Boy --[written_by]--> Nick Swardson --[(INV) written_by]--> Grandma's Boy
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000064
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by paul campion starred which actors
Start Entity:     Paul Campion
Gold Answer:      [['Matthew Sunderland', 'Gina Varela', 'Karlos Drinkwater', 'Craig Hall']]
Predicted Ans:    Karlos Drinkwater
Predicted Path:   Paul Campion --[(INV) written_by]--> The Devil's Rock --[starred_actors]--> Karlos Drinkwater
Path (Raw):       Paul Campion --[No Operation]--> Paul Campion --[(INV) written_by]--> The Devil's Rock --[starred_actors]--> Karlos Drinkwater
Neg LogProb(↓):   0.076225
Path Entropy(↓):  0.331971
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote the wool cap
Start Entity:     The Wool Cap
Gold Answer:      [['Christian Slater', 'Fred MacMurray', 'David Morrissey', 'Joan Crawford', 'William H. Macy', 'Selma Blair', 'Edward Kerr', 'Michael Sheen', 'Meg Ryan', 'Jackie Gleason', 'Kim Cattrall', 'Billy Crudup', 'Rebecca De Mornay', 'Colm Feore', 'Christopher Reeve', 'Robert Loggia']]
Predicted Ans:    William H. Macy
Predicted Path:   The Wool Cap --[written_by]--> William H. Macy --[(INV) written_by]--> The Deal --[starred_actors]--> William H. Macy
Path (Raw):       The Wool Cap --[written_by]--> William H. Macy --[(INV) written_by]--> The Deal --[starred_actors]--> William H. Macy
Neg LogProb(↓):   1.012790
Path Entropy(↓):  1.795787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter richard wormser
Start Entity:     Richard Wormser
Gold Answer:      [['Robert Mitchum', 'Jane Greer']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Richard Wormser --[(INV) written_by]--> The Big Steal --[starred_actors]--> Robert Mitchum
Path (Raw):       Richard Wormser --[No Operation]--> Richard Wormser --[(INV) written_by]--> The Big Steal --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by karim ainouz
Start Entity:     Karim Aïnouz
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Karim Aïnouz --[(INV) written_by]--> Madame Satã --[release_year]--> 2002
Path (Raw):       Karim Aïnouz --[No Operation]--> Karim Aïnouz --[(INV) written_by]--> Madame Satã --[release_year]--> 2002
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by kyle patrick alvarez
Start Entity:     Kyle Patrick Alvarez
Gold Answer:      [['Brian Geraghty', 'Marguerite Moreau', 'Jeanette Brox', "Kel O'Neill", 'Jonathan Groff']]
Predicted Ans:    Jeanette Brox
Predicted Path:   Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[starred_actors]--> Jeanette Brox
Path (Raw):       Kyle Patrick Alvarez --[No Operation]--> Kyle Patrick Alvarez --[(INV) written_by]--> Easier with Practice --[starred_actors]--> Jeanette Brox
Neg LogProb(↓):   0.150772
Path Entropy(↓):  0.514652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film hysterical blindness are written by who
Start Entity:     Hysterical Blindness
Gold Answer:      [['Barbara Wilson', 'Edward Abbey', 'Paul Mazursky', 'Guy de Maupassant', 'Andrew Niccol', 'János Szász', 'Richard Jefferies', 'Terence Davies', 'John Kennedy Toole', 'Tom Stoppard', 'Ben Younger', 'William Shakespeare', 'Richard Rutowski', 'James Cameron', 'Jay Cocks', 'Quentin Tarantino', 'Larry McMurtry', 'Stephen Belber', 'Woody Allen', 'Max Winkler', 'Nicholas Sparks', 'Oliver Stone', 'Emil Stern', 'Philip K. Dick', 'Joss Whedon', 'Laura Kasischke', 'Tom Robbins', 'John Boorman', 'Callie Khouri', 'Bruce Robinson', 'Laurie Craig', 'Gus Van Sant', 'John Cassavetes', 'Robert Harling', 'John D. MacDonald', 'Wesley Strick', 'Bonnie Sikowitz', 'Clare Naylor', 'Mimi Hare', 'James R. Webb', 'Paul Schrader', 'Dalton Trumbo', 'Christopher McQuarrie', 'Garry Marshall', 'Zak Penn', 'Lowell Ganz', 'Kat Candler', 'Katherine Dieckmann', 'Peter Hedges', 'Mel Brooks', 'H.E. Bates', 'Nick Cassavetes', 'Babaloo Mandel', 'Billie Letts', 'Josh Klausner']]
Predicted Ans:    Nicholas Sparks
Predicted Path:   Hysterical Blindness --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> The Notebook --[written_by]--> Nicholas Sparks
Path (Raw):       Hysterical Blindness --[starred_actors]--> Gena Rowlands --[(INV) starred_actors]--> The Notebook --[written_by]--> Nicholas Sparks
Neg LogProb(↓):   0.853239
Path Entropy(↓):  1.431062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by gabriele muccino starred who
Start Entity:     Gabriele Muccino
Gold Answer:      [['Zach Braff', 'Jacinda Barrett', 'Rachel Bilson', 'Casey Affleck']]
Predicted Ans:    Casey Affleck
Predicted Path:   Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[starred_actors]--> Casey Affleck
Path (Raw):       Gabriele Muccino --[No Operation]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[starred_actors]--> Casey Affleck
Neg LogProb(↓):   0.935140
Path Entropy(↓):  1.348702
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by david dukes released
Start Entity:     David Dukes
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   David Dukes --[(INV) starred_actors]--> The First Deadly Sin --[release_year]--> 1980
Path (Raw):       David Dukes --[No Operation]--> David Dukes --[(INV) starred_actors]--> The First Deadly Sin --[release_year]--> 1980
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie under capricorn
Start Entity:     Under Capricorn
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Under Capricorn --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Under Capricorn --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.505512
Path Entropy(↓):  4.670085
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of paris belongs to us
Start Entity:     Paris Belongs to Us
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Paris Belongs to Us --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> The Story of Marie and Julien --[in_language]--> French
Path (Raw):       Paris Belongs to Us --[directed_by]--> Jacques Rivette --[(INV) directed_by]--> The Story of Marie and Julien --[in_language]--> French
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in miss julie
Start Entity:     Miss Julie
Gold Answer:      [['Anita Björk', 'Ulf Palme']]
Predicted Ans:    Saffron Burrows
Predicted Path:   Miss Julie --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> The Loss of Sexual Innocence --[starred_actors]--> Saffron Burrows
Path (Raw):       Miss Julie --[starred_actors]--> Saffron Burrows --[(INV) starred_actors]--> The Loss of Sexual Innocence --[starred_actors]--> Saffron Burrows
Neg LogProb(↓):   0.105996
Path Entropy(↓):  0.377011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does noah hathaway star in
Start Entity:     Noah Hathaway
Gold Answer:      [['Sushi Girl']]
Predicted Ans:    Sushi Girl
Predicted Path:   Noah Hathaway --[(INV) starred_actors]--> Sushi Girl --[starred_actors]--> Noah Hathaway --[(INV) starred_actors]--> Sushi Girl
Path (Raw):       Noah Hathaway --[(INV) starred_actors]--> Sushi Girl --[starred_actors]--> Noah Hathaway --[(INV) starred_actors]--> Sushi Girl
Neg LogProb(↓):   0.035678
Path Entropy(↓):  0.152136
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie passchendaele
Start Entity:     Passchendaele
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Passchendaele --[directed_by]--> Paul Gross --[(INV) directed_by]--> Men with Brooms --[release_year]--> 2002
Path (Raw):       Passchendaele --[directed_by]--> Paul Gross --[(INV) directed_by]--> Men with Brooms --[release_year]--> 2002
Neg LogProb(↓):   0.054935
Path Entropy(↓):  0.254514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie la belle noiseuse
Start Entity:     La Belle Noiseuse
Gold Answer:      [['Michel Piccoli', 'Emmanuelle Béart', 'Jane Birkin']]
Predicted Ans:    Emmanuelle Béart
Predicted Path:   La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> The Story of Marie and Julien --[starred_actors]--> Emmanuelle Béart
Path (Raw):       La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> The Story of Marie and Julien --[starred_actors]--> Emmanuelle Béart
Neg LogProb(↓):   0.081977
Path Entropy(↓):  0.278829
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie 48 shades
Start Entity:     48 Shades
Gold Answer:      [['Daniel Lapaine', 'Nick Earls']]
Predicted Ans:    Nick Earls
Predicted Path:   48 Shades --[written_by]--> Nick Earls --[(INV) written_by]--> 48 Shades --[written_by]--> Nick Earls
Path (Raw):       48 Shades --[written_by]--> Nick Earls --[(INV) written_by]--> 48 Shades --[written_by]--> Nick Earls
Neg LogProb(↓):   0.016136
Path Entropy(↓):  0.087162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to riding alone for thousands of miles
Start Entity:     Riding Alone for Thousands of Miles
Gold Answer:      [['zhang yimou']]
Predicted Ans:    china
Predicted Path:   Riding Alone for Thousands of Miles --[has_tags]--> zhang yimou --[(INV) has_tags]--> The Flowers of War --[has_tags]--> china
Path (Raw):       Riding Alone for Thousands of Miles --[has_tags]--> zhang yimou --[(INV) has_tags]--> The Flowers of War --[has_tags]--> china
Neg LogProb(↓):   0.662582
Path Entropy(↓):  0.839663
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of paint your wagon also starred in which films
Start Entity:     Paint Your Wagon
Gold Answer:      [['The Big Red One', 'The Professionals', 'Gorky Park', 'Thunderbolt and Lightfoot', 'The Beguiled', 'Sudden Impact', 'The Outlaw Josey Wales', 'The Killers', 'Joe Kidd', 'A Fistful of Dollars', "Coogan's Bluff", 'Heartbreak Ridge', 'Trouble with the Curve', 'From the Journals of Jean Seberg', 'Death Hunt', 'The Eiger Sanction', 'Two Mules for Sister Sara', 'Blood Work', 'Unforgiven', 'True Crime', 'Where Eagles Dare', 'Dog Day', 'The Rookie', 'Escape from Alcatraz', 'Any Which Way You Can', 'Bonjour Tristesse', 'Magnum Force', "Donovan's Reef", 'The Gauntlet', 'Point Blank', 'Eight Iron Men', 'Cat Ballou', 'Ship of Fools', 'The Dirty Dozen', 'Gran Torino', 'Pale Rider', 'The Bridges of Madison County', 'The Man Who Shot Liberty Valance', 'Absolute Power', 'In the Line of Fire', 'The Mouse That Roared', 'High Plains Drifter', 'The Good, the Bad and the Ugly', 'A Perfect World', 'Attack', "Kelly's Heroes", "Hang 'Em High", 'Lilith', 'Space Cowboys', 'Prime Cut', 'The Enforcer', 'Million Dollar Baby', 'Dirty Harry', 'The Dead Pool', 'Honkytonk Man', 'The Raid', 'Firefox', 'The Delta Force', 'Hell in the Pacific', 'Bronco Billy', 'Play Misty for Me', 'Pocket Money', 'A Fine Madness', 'City Heat', 'Tightrope', 'Seven Men from Now', 'White Hunter Black Heart', 'For a Few Dollars More', 'Pink Cadillac']]
Predicted Ans:    Million Dollar Baby
Predicted Path:   Paint Your Wagon --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby
Path (Raw):       Paint Your Wagon --[starred_actors]--> Clint Eastwood --[No Operation]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby
Neg LogProb(↓):   1.236246
Path Entropy(↓):  2.452881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of iko uwais starred movies
Start Entity:     Iko Uwais
Gold Answer:      [['Gareth Evans']]
Predicted Ans:    Gareth Evans
Predicted Path:   Iko Uwais --[(INV) starred_actors]--> Merantau --[written_by]--> Gareth Evans
Path (Raw):       Iko Uwais --[No Operation]--> Iko Uwais --[(INV) starred_actors]--> Merantau --[written_by]--> Gareth Evans
Neg LogProb(↓):   0.221112
Path Entropy(↓):  0.498151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of village of the giants
Start Entity:     Village of the Giants
Gold Answer:      [['Drama', 'Horror', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   Village of the Giants --[written_by]--> H.G. Wells --[(INV) written_by]--> The Passionate Friends --[has_genre]--> Drama
Path (Raw):       Village of the Giants --[written_by]--> H.G. Wells --[(INV) written_by]--> The Passionate Friends --[has_genre]--> Drama
Neg LogProb(↓):   1.459336
Path Entropy(↓):  1.784601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by jack lemmon
Start Entity:     Jack Lemmon
Gold Answer:      [['John Paxton']]
Predicted Ans:    John Paxton
Predicted Path:   Jack Lemmon --[(INV) directed_by]--> Kotch --[written_by]--> John Paxton
Path (Raw):       Jack Lemmon --[No Operation]--> Jack Lemmon --[(INV) directed_by]--> Kotch --[written_by]--> John Paxton
Neg LogProb(↓):   0.311223
Path Entropy(↓):  0.580752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by glenn mcquaid were in which genres
Start Entity:     Glenn McQuaid
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Glenn McQuaid --[(INV) written_by]--> V/H/S --[has_genre]--> Horror
Path (Raw):       Glenn McQuaid --[No Operation]--> Glenn McQuaid --[(INV) written_by]--> V/H/S --[has_genre]--> Horror
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by wild is the wind actors
Start Entity:     Wild Is the Wind
Gold Answer:      [['Giulio Macchi', 'Renzo Avanzo', 'Don Hartman', 'Piero Tellini', 'Edith R. Sommer', 'John H. Secondari', 'Harvey Weitzman', 'Michael V. Gazzo', 'Vittorio de Benedetti', 'William Murray', 'Tom Mankiewicz', 'Joseph Strick', 'Fred Haines', 'Larry Forrester', 'Emeric Pressburger', 'Carl Foreman', 'John Fowles', 'John Steinbeck', 'Meade Roberts', 'Nikos Kazantzakis', 'Mark Miller', 'Stewart Raffill', 'Les Crutchfield', 'Rod Serling', 'Alistair MacLean', 'Jim Harrison', 'Walter Van Tilburg Clark', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'Franco Brusati', 'Roberto Rossellini', 'Cornelia Baird Gross', 'William Rose', 'Ben Maddow', 'Robert Crichton', 'Jean Renoir', 'Mario Camerini', 'Tennessee Williams', 'Hal Kanter', 'Frank Butler', 'Pär Lagerkvist', 'Cesare Zavattini', 'Irving Stone', 'Victor Hugo', 'Norman Corwin', 'Irving Ravetch', 'Robert Alan Aurthur', 'James Joyce', 'Alfred Hayes', 'Federico Fellini', 'Ennio Flaiano', 'Tullio Pinelli', 'Oakley Hall', 'Homer', 'William Faulkner', 'David Twohy', 'Robert Mark Kamen', 'James Poe', 'Alf Sjöberg', 'Ross Macdonald', 'Ivan Goff', 'Ben Roberts', 'Jack Kirkland', 'Prosper Mérimée']]
Predicted Ans:    Hal Kanter
Predicted Path:   Wild Is the Wind --[starred_actors]--> Anna Magnani --[(INV) starred_actors]--> The Rose Tattoo --[written_by]--> Hal Kanter
Path (Raw):       Wild Is the Wind --[starred_actors]--> Anna Magnani --[(INV) starred_actors]--> The Rose Tattoo --[written_by]--> Hal Kanter
Neg LogProb(↓):   0.326530
Path Entropy(↓):  0.987013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film uncle boonmee who can recall his past lives
Start Entity:     Uncle Boonmee Who Can Recall His Past Lives
Gold Answer:      [['Thai']]
Predicted Ans:    Thai
Predicted Path:   Uncle Boonmee Who Can Recall His Past Lives --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Path (Raw):       Uncle Boonmee Who Can Recall His Past Lives --[in_language]--> Thai --[(INV) in_language]--> Born to Fight --[in_language]--> Thai
Neg LogProb(↓):   0.327118
Path Entropy(↓):  0.873382
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in belle
Start Entity:     Belle
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Belle --[starred_actors]--> Matthew Goode --[(INV) starred_actors]--> Watchmen --[has_genre]--> Action
Path (Raw):       Belle --[starred_actors]--> Matthew Goode --[(INV) starred_actors]--> Watchmen --[has_genre]--> Action
Neg LogProb(↓):   0.069658
Path Entropy(↓):  0.247180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie the olsen gang on the track
Start Entity:     The Olsen Gang on the Track
Gold Answer:      [['Erik Balling']]
Predicted Ans:    Erik Balling
Predicted Path:   The Olsen Gang on the Track --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track --[written_by]--> Erik Balling
Path (Raw):       The Olsen Gang on the Track --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track --[written_by]--> Erik Balling
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film a monster in paris released
Start Entity:     A Monster in Paris
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   A Monster in Paris --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       A Monster in Paris --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.556661
Path Entropy(↓):  4.938521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of i'm all right jack
Start Entity:     I'm All Right Jack
Gold Answer:      [['Richard Attenborough', 'Andrea Riseborough', 'Hermione Baddeley', 'Sam Riley', 'John Hurt', 'William Hartnell', 'Helen Mirren']]
Predicted Ans:    John Hurt
Predicted Path:   I'm All Right Jack --[directed_by]--> John Boulting --[(INV) directed_by]--> Brighton Rock --[starred_actors]--> John Hurt
Path (Raw):       I'm All Right Jack --[directed_by]--> John Boulting --[(INV) directed_by]--> Brighton Rock --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.254660
Path Entropy(↓):  0.850149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Robert kenner directed which movies
Start Entity:     Robert Kenner
Gold Answer:      [['Food, Inc.']]
Predicted Ans:    Food, Inc.
Predicted Path:   Robert Kenner --[(INV) directed_by]--> Food, Inc. --[directed_by]--> Robert Kenner --[(INV) directed_by]--> Food, Inc.
Path (Raw):       Robert Kenner --[(INV) directed_by]--> Food, Inc. --[directed_by]--> Robert Kenner --[(INV) directed_by]--> Food, Inc.
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by mink
Start Entity:     mink
Gold Answer:      [['Steven Seagal']]
Predicted Ans:    Steven Seagal
Predicted Path:   mink --[(INV) directed_by]--> Into the Sun --[written_by]--> Steven Seagal
Path (Raw):       mink --[No Operation]--> mink --[(INV) directed_by]--> Into the Sun --[written_by]--> Steven Seagal
Neg LogProb(↓):   0.001371
Path Entropy(↓):  0.010611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote the story of ruth
Start Entity:     The Story of Ruth
Gold Answer:      [['Pamela Brown', 'Anthony Quinn', 'Kirk Douglas', 'James Donald']]
Predicted Ans:    Viveca Lindfors
Predicted Path:   The Story of Ruth --[written_by]--> Norman Corwin --[(INV) written_by]--> The Story of Ruth --[starred_actors]--> Viveca Lindfors
Path (Raw):       The Story of Ruth --[written_by]--> Norman Corwin --[(INV) written_by]--> The Story of Ruth --[starred_actors]--> Viveca Lindfors
Neg LogProb(↓):   0.192368
Path Entropy(↓):  0.470874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did ainsworth morgan write the story for
Start Entity:     Ainsworth Morgan
Gold Answer:      [['The Gorgeous Hussy']]
Predicted Ans:    The Gorgeous Hussy
Predicted Path:   Ainsworth Morgan --[(INV) written_by]--> The Gorgeous Hussy --[written_by]--> Ainsworth Morgan --[(INV) written_by]--> The Gorgeous Hussy
Path (Raw):       Ainsworth Morgan --[(INV) written_by]--> The Gorgeous Hussy --[written_by]--> Ainsworth Morgan --[(INV) written_by]--> The Gorgeous Hussy
Neg LogProb(↓):   0.307204
Path Entropy(↓):  0.727420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of finder's fee
Start Entity:     Finder's Fee
Gold Answer:      [['Jeff Probst']]
Predicted Ans:    Jeff Probst
Predicted Path:   Finder's Fee --[written_by]--> Jeff Probst --[(INV) written_by]--> Finder's Fee --[written_by]--> Jeff Probst
Path (Raw):       Finder's Fee --[written_by]--> Jeff Probst --[(INV) written_by]--> Finder's Fee --[written_by]--> Jeff Probst
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by bill murray
Start Entity:     Bill Murray
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bill Murray --[(INV) directed_by]--> Quick Change --[has_genre]--> Comedy
Path (Raw):       Bill Murray --[No Operation]--> Bill Murray --[(INV) directed_by]--> Quick Change --[has_genre]--> Comedy
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the mysterious island
Start Entity:     The Mysterious Island
Gold Answer:      [['Paid', 'Around the World in 80 Days', 'Smart Money', 'Five Weeks in a Balloon', 'In Search of the Castaways', 'From the Earth to the Moon', 'Mysterious Island', 'Around the World in Eighty Days', '20,000 Leagues Under the Sea', 'Journey to the Center of the Earth']]
Predicted Ans:    Paid
Predicted Path:   The Mysterious Island --[written_by]--> Lucien Hubbard --[(INV) written_by]--> Paid
Path (Raw):       The Mysterious Island --[written_by]--> Lucien Hubbard --[(INV) written_by]--> Paid --[No Operation]--> Paid
Neg LogProb(↓):   0.942024
Path Entropy(↓):  0.997190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was conversation piece released
Start Entity:     Conversation Piece
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   Conversation Piece --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       Conversation Piece --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   1.435984
Path Entropy(↓):  2.388697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film my foolish heart
Start Entity:     My Foolish Heart
Gold Answer:      [['Nelson Gidding', 'Don Mankiewicz', 'Barbara Graham', 'Ed Montgomery', 'Robert Guédiguian', 'Peter Hyams', 'Jay Richard Kennedy', 'Lillian Roth', 'Gerold Frank', 'Mike Connolly', 'Philip Dunne', 'Helen Deutsch', 'Casey Robinson', 'Charles Einstein', 'Lamar Trotti', 'Edmund Gilligan', 'Horace McCoy', 'Claude Stanush', 'David Dortort', 'MacKinlay Kantor', 'Jo Swerling', 'Niven Busch', 'Ernest K. Gann', 'Samuel Hoffenstein', 'Arthur Hailey', 'Robert Pirosh', 'Thorne Smith', 'Thomas Sterling', 'Herbert J. Leder', 'Ben Jonson', 'John Patrick', 'Harry Brown', 'Lloyd C. Douglas', 'Marc Connelly', 'Jerome Weidman', 'Walter Van Tilburg Clark', 'William Ludwig', 'Hall Bartlett', 'Victor Trivas', 'Eleanore Griffin', 'Frederick Knott', 'John Michael Hayes', 'Harold Robbins', 'Lillian Hellman', 'Irving Stone', 'Cameron Rogers', 'Douglas Morrow', 'Jay Dratler', 'Fannie Hurst', 'Karl Tunberg', 'Frank P. Rosenberg', 'Ben Hecht', 'William L. Stuart', 'Vera Caspary', 'Elizabeth Janeway', 'Hank Searls', 'David Hertz', 'W.R. Burnett', 'Robert E. Kent', 'Joseph L. Mankiewicz']]
Predicted Ans:    Philip Dunne
Predicted Path:   My Foolish Heart --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Path (Raw):       My Foolish Heart --[starred_actors]--> Susan Hayward --[(INV) starred_actors]--> Demetrius and the Gladiators --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.717429
Path Entropy(↓):  1.443605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was pathfinder released
Start Entity:     Pathfinder
Gold Answer:      [['2007']]
Predicted Ans:    1987
Predicted Path:   Pathfinder --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Path (Raw):       Pathfinder --[release_year]--> 1987 --[(INV) release_year]--> A Return to Salem's Lot --[release_year]--> 1987
Neg LogProb(↓):   2.753009
Path Entropy(↓):  4.450465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by david lynch starred who
Start Entity:     David Lynch
Gold Answer:      [['John Gielgud', 'Dennis Hopper', 'Jeanne Bates', 'Jack Nance', 'Charlotte Stewart', 'Anthony Hopkins', 'John Hurt', 'Patricia Arquette', 'Laura Harring', 'Philip Anglim', 'Penny Fuller', 'Laura Dern', 'Jeremy Irons', 'Justin Theroux', 'Bill Pullman', 'Anne Bancroft', 'Isabella Rossellini', 'Kevin Conway', 'Naomi Watts', 'Kyle MacLachlan']]
Predicted Ans:    Kyle MacLachlan
Predicted Path:   David Lynch --[(INV) written_by]--> Blue Velvet --[starred_actors]--> Kyle MacLachlan
Path (Raw):       David Lynch --[No Operation]--> David Lynch --[(INV) written_by]--> Blue Velvet --[starred_actors]--> Kyle MacLachlan
Neg LogProb(↓):   0.870096
Path Entropy(↓):  1.585012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the murder on the orient express director
Start Entity:     Murder on the Orient Express
Gold Answer:      [['Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Murder on the Orient Express --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Bye Bye Braverman --[has_genre]--> Comedy
Path (Raw):       Murder on the Orient Express --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Bye Bye Braverman --[has_genre]--> Comedy
Neg LogProb(↓):   1.202716
Path Entropy(↓):  1.880392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the olsen gang
Start Entity:     The Olsen Gang
Gold Answer:      [['The Olsen Gang on the Track']]
Predicted Ans:    The Olsen Gang on the Track
Predicted Path:   The Olsen Gang --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track
Path (Raw):       The Olsen Gang --[written_by]--> Erik Balling --[(INV) written_by]--> The Olsen Gang on the Track --[No Operation]--> The Olsen Gang on the Track
Neg LogProb(↓):   0.139363
Path Entropy(↓):  0.543301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of 4 months, 3 weeks and 2 days
Start Entity:     4 Months, 3 Weeks and 2 Days
Gold Answer:      [['Cristian Mungiu']]
Predicted Ans:    Cristian Mungiu
Predicted Path:   4 Months, 3 Weeks and 2 Days --[directed_by]--> Cristian Mungiu --[(INV) directed_by]--> Occident --[directed_by]--> Cristian Mungiu
Path (Raw):       4 Months, 3 Weeks and 2 Days --[directed_by]--> Cristian Mungiu --[(INV) directed_by]--> Occident --[directed_by]--> Cristian Mungiu
Neg LogProb(↓):   0.997407
Path Entropy(↓):  1.337656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of junior
Start Entity:     Junior
Gold Answer:      [['Mike Nichols', 'Herbert Ross']]
Predicted Ans:    Ivan Reitman
Predicted Path:   Junior --[written_by]--> Kevin Wade --[(INV) written_by]--> Junior --[directed_by]--> Ivan Reitman
Path (Raw):       Junior --[written_by]--> Kevin Wade --[(INV) written_by]--> Junior --[directed_by]--> Ivan Reitman
Neg LogProb(↓):   0.224105
Path Entropy(↓):  0.517012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of stefania casini acted films
Start Entity:     Stefania Casini
Gold Answer:      [['Daria Nicolodi', 'Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Stefania Casini --[(INV) starred_actors]--> Suspiria --[written_by]--> Dario Argento
Path (Raw):       Stefania Casini --[No Operation]--> Stefania Casini --[(INV) starred_actors]--> Suspiria --[written_by]--> Dario Argento
Neg LogProb(↓):   0.154936
Path Entropy(↓):  0.413270
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film annie get your gun are written by who
Start Entity:     Annie Get Your Gun
Gold Answer:      [['Preston Sturges']]
Predicted Ans:    Preston Sturges
Predicted Path:   Annie Get Your Gun --[starred_actors]--> Betty Hutton --[(INV) starred_actors]--> The Miracle of Morgan's Creek --[written_by]--> Preston Sturges
Path (Raw):       Annie Get Your Gun --[starred_actors]--> Betty Hutton --[(INV) starred_actors]--> The Miracle of Morgan's Creek --[written_by]--> Preston Sturges
Neg LogProb(↓):   0.019995
Path Entropy(↓):  0.109614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by richard h. landau starred who
Start Entity:     Richard H. Landau
Gold Answer:      [['Andra Martin', 'George Raft', 'George Brent', "Edmond O'Brien", 'James Garner', 'Randolph Scott']]
Predicted Ans:    James Garner
Predicted Path:   Richard H. Landau --[(INV) written_by]--> Up Periscope --[starred_actors]--> James Garner
Path (Raw):       Richard H. Landau --[No Operation]--> Richard H. Landau --[(INV) written_by]--> Up Periscope --[starred_actors]--> James Garner
Neg LogProb(↓):   0.023019
Path Entropy(↓):  0.123283
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of jersey girl
Start Entity:     Jersey Girl
Gold Answer:      [['Michael Parks', 'Bud Cort', 'Jeff Anderson', 'Jason Mewes', 'Seth Rogen', 'Haley Joel Osment', "Brian O'Halloran", 'Kevin Smith', 'Jason Lee', 'Elizabeth Banks', 'Justin Long']]
Predicted Ans:    Kevin Smith
Predicted Path:   Jersey Girl --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[starred_actors]--> Kevin Smith
Path (Raw):       Jersey Girl --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[starred_actors]--> Kevin Smith
Neg LogProb(↓):   0.057130
Path Entropy(↓):  0.313259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film wedding crashers were in which genres
Start Entity:     Wedding Crashers
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Wedding Crashers --[directed_by]--> David Dobkin --[(INV) directed_by]--> Shanghai Knights --[has_genre]--> Comedy
Path (Raw):       Wedding Crashers --[directed_by]--> David Dobkin --[(INV) directed_by]--> Shanghai Knights --[has_genre]--> Comedy
Neg LogProb(↓):   0.069756
Path Entropy(↓):  0.331282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of whisper of the heart
Start Entity:     Whisper of the Heart
Gold Answer:      [['Castle in the Sky', 'My Neighbor Totoro', 'From Up on Poppy Hill', 'Ponyo', "Howl's Moving Castle", "Kiki's Delivery Service", 'Porco Rosso', 'The Castle of Cagliostro', 'The Wind Rises', 'Spirited Away', 'Nausicaä of the Valley of the Wind', 'Princess Mononoke']]
Predicted Ans:    Kiki's Delivery Service
Predicted Path:   Whisper of the Heart --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Kiki's Delivery Service
Path (Raw):       Whisper of the Heart --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Kiki's Delivery Service --[No Operation]--> Kiki's Delivery Service
Neg LogProb(↓):   0.812591
Path Entropy(↓):  1.381657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did neil burger write
Start Entity:     Neil Burger
Gold Answer:      [['The Lucky Ones', 'The Illusionist']]
Predicted Ans:    Fierce People
Predicted Path:   Neil Burger --[(INV) written_by]--> The Lucky Ones --[written_by]--> Dirk Wittenborn --[(INV) written_by]--> Fierce People
Path (Raw):       Neil Burger --[(INV) written_by]--> The Lucky Ones --[written_by]--> Dirk Wittenborn --[(INV) written_by]--> Fierce People
Neg LogProb(↓):   0.920547
Path Entropy(↓):  0.835046
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by the writer of everlasting moments
Start Entity:     Everlasting Moments
Gold Answer:      [['Jan Troell']]
Predicted Ans:    Jan Troell
Predicted Path:   Everlasting Moments --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[directed_by]--> Jan Troell
Path (Raw):       Everlasting Moments --[written_by]--> Jan Troell --[(INV) written_by]--> Everlasting Moments --[directed_by]--> Jan Troell
Neg LogProb(↓):   0.066594
Path Entropy(↓):  0.304533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of entr'acte
Start Entity:     Entr'acte
Gold Answer:      [['À Nous la Liberté', 'The Flame of New Orleans', 'The Ghost Goes West', 'I Married a Witch', 'And Then There Were None', 'The Grand Maneuver', 'It Happened Tomorrow', 'Le Million', 'Under the Roofs of Paris']]
Predicted Ans:    The Grand Maneuver
Predicted Path:   Entr'acte --[directed_by]--> René Clair --[(INV) directed_by]--> The Grand Maneuver
Path (Raw):       Entr'acte --[No Operation]--> Entr'acte --[directed_by]--> René Clair --[(INV) directed_by]--> The Grand Maneuver
Neg LogProb(↓):   0.292824
Path Entropy(↓):  0.871656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film freedomland
Start Entity:     Freedomland
Gold Answer:      [['Richard Price']]
Predicted Ans:    Spike Lee
Predicted Path:   Freedomland --[written_by]--> Richard Price --[(INV) written_by]--> Clockers --[written_by]--> Spike Lee
Path (Raw):       Freedomland --[written_by]--> Richard Price --[(INV) written_by]--> Clockers --[written_by]--> Spike Lee
Neg LogProb(↓):   0.150788
Path Entropy(↓):  0.537001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of the dark angel
Start Entity:     The Dark Angel
Gold Answer:      [['Sidney Franklin']]
Predicted Ans:    Sidney Franklin
Predicted Path:   The Dark Angel --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> Private Lives --[directed_by]--> Sidney Franklin
Path (Raw):       The Dark Angel --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> Private Lives --[directed_by]--> Sidney Franklin
Neg LogProb(↓):   0.017637
Path Entropy(↓):  0.097810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by blood glacier screenwriters
Start Entity:     Blood Glacier
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Blood Glacier --[written_by]--> Marvin Kren --[(INV) written_by]--> Rammbock --[has_genre]--> Horror
Path (Raw):       Blood Glacier --[written_by]--> Marvin Kren --[(INV) written_by]--> Rammbock --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ron anderson were released in which years
Start Entity:     Ron Anderson
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Ron Anderson --[(INV) written_by]--> Chicken Little --[release_year]--> 2005
Path (Raw):       Ron Anderson --[No Operation]--> Ron Anderson --[(INV) written_by]--> Chicken Little --[release_year]--> 2005
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of get on the bus
Start Entity:     Get on the Bus
Gold Answer:      [["She's Gotta Have It", 'She Hate Me', 'Crooklyn', 'A Huey P. Newton Story', 'School Daze', 'Clockers', 'Miracle at St. Anna', 'Do the Right Thing', 'Oldboy', 'Malcolm X', 'Red Hook Summer', 'He Got Game', "Mo' Better Blues", 'Bamboozled', 'The Original Kings of Comedy', 'Jungle Fever', 'Girl 6', 'Inside Man', 'Passing Strange', '25th Hour', 'Summer of Sam']]
Predicted Ans:    Oldboy
Predicted Path:   Get on the Bus --[directed_by]--> Spike Lee --[(INV) directed_by]--> Oldboy
Path (Raw):       Get on the Bus --[directed_by]--> Spike Lee --[(INV) directed_by]--> Oldboy --[No Operation]--> Oldboy
Neg LogProb(↓):   0.456568
Path Entropy(↓):  1.476343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by david swift were released in which years
Start Entity:     David Swift
Gold Answer:      [['1998', '1964', '1960', '1967', '1961']]
Predicted Ans:    1967
Predicted Path:   David Swift --[(INV) written_by]--> How to Succeed in Business Without Really Trying --[release_year]--> 1967
Path (Raw):       David Swift --[No Operation]--> David Swift --[(INV) written_by]--> How to Succeed in Business Without Really Trying --[release_year]--> 1967
Neg LogProb(↓):   0.142141
Path Entropy(↓):  0.540325
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor tricia vessey starred together with who
Start Entity:     Tricia Vessey
Gold Answer:      [['Alex Descas', 'Vincent Gallo', 'Béatrice Dalle']]
Predicted Ans:    Vincent Gallo
Predicted Path:   Tricia Vessey --[(INV) starred_actors]--> Trouble Every Day --[starred_actors]--> Vincent Gallo
Path (Raw):       Tricia Vessey --[No Operation]--> Tricia Vessey --[(INV) starred_actors]--> Trouble Every Day --[starred_actors]--> Vincent Gallo
Neg LogProb(↓):   0.023698
Path Entropy(↓):  0.129657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does gaslight fall under
Start Entity:     Gaslight
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Gaslight --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       Gaslight --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   1.053771
Path Entropy(↓):  1.703700
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the valley of decision
Start Entity:     The Valley of Decision
Gold Answer:      [['Tom Miranda', 'David Mamet', 'Gene Towne', 'C. Graham Baker', 'Robert Thoeren', 'Louis Bromfield', 'Jules Furthman', 'Tom Lewis', 'Mel Dinelli', 'Hans Habe', 'Bartlett Cormack', 'Polly James', 'James Kevin McGuinness', 'Crosbie Garstin', 'James M. Cain', 'Bess Streeter Aldrich']]
Predicted Ans:    David Mamet
Predicted Path:   The Valley of Decision --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Postman Always Rings Twice --[written_by]--> David Mamet
Path (Raw):       The Valley of Decision --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Postman Always Rings Twice --[written_by]--> David Mamet
Neg LogProb(↓):   0.639159
Path Entropy(↓):  0.864958
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in mary astor acted films
Start Entity:     Mary Astor
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Mary Astor --[(INV) starred_actors]--> Across the Pacific --[in_language]--> Japanese
Path (Raw):       Mary Astor --[No Operation]--> Mary Astor --[(INV) starred_actors]--> Across the Pacific --[in_language]--> Japanese
Neg LogProb(↓):   0.000088
Path Entropy(↓):  0.000974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of girl with a pearl earring
Start Entity:     Girl with a Pearl Earring
Gold Answer:      [['Peter Webber']]
Predicted Ans:    Peter Webber
Predicted Path:   Girl with a Pearl Earring --[directed_by]--> Peter Webber --[(INV) directed_by]--> Emperor --[directed_by]--> Peter Webber
Path (Raw):       Girl with a Pearl Earring --[directed_by]--> Peter Webber --[(INV) directed_by]--> Emperor --[directed_by]--> Peter Webber
Neg LogProb(↓):   0.082112
Path Entropy(↓):  0.323480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with close encounters of the third kind in
Start Entity:     Close Encounters of the Third Kind
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Close Encounters of the Third Kind --[written_by]--> Steven Spielberg --[(INV) written_by]--> The Goonies --[in_language]--> Spanish
Path (Raw):       Close Encounters of the Third Kind --[written_by]--> Steven Spielberg --[(INV) written_by]--> The Goonies --[in_language]--> Spanish
Neg LogProb(↓):   0.002863
Path Entropy(↓):  0.022269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by aziz ansari released
Start Entity:     Aziz Ansari
Gold Answer:      [['2011', '2013']]
Predicted Ans:    2011
Predicted Path:   Aziz Ansari --[(INV) starred_actors]--> 30 Minutes or Less --[release_year]--> 2011
Path (Raw):       Aziz Ansari --[No Operation]--> Aziz Ansari --[(INV) starred_actors]--> 30 Minutes or Less --[release_year]--> 2011
Neg LogProb(↓):   0.152755
Path Entropy(↓):  0.407968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film search and destroy were in which genres
Start Entity:     Search and Destroy
Gold Answer:      [['Sport', 'Documentary', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Search and Destroy --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> The Osterman Weekend --[has_genre]--> Thriller
Path (Raw):       Search and Destroy --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> The Osterman Weekend --[has_genre]--> Thriller
Neg LogProb(↓):   1.370061
Path Entropy(↓):  2.232177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is city hunter
Start Entity:     City Hunter
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   City Hunter --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       City Hunter --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.121161
Path Entropy(↓):  4.500507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of vabank
Start Entity:     Vabank
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Vabank --[written_by]--> Juliusz Machulski --[(INV) written_by]--> Vabank --[in_language]--> Polish
Path (Raw):       Vabank --[written_by]--> Juliusz Machulski --[(INV) written_by]--> Vabank --[in_language]--> Polish
Neg LogProb(↓):   0.000182
Path Entropy(↓):  0.001892
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did e. j. rath write
Start Entity:     E.J. Rath
Gold Answer:      [['Fast Life']]
Predicted Ans:    Fast Life
Predicted Path:   E.J. Rath --[(INV) written_by]--> Fast Life --[written_by]--> E.J. Rath --[(INV) written_by]--> Fast Life
Path (Raw):       E.J. Rath --[(INV) written_by]--> Fast Life --[written_by]--> E.J. Rath --[(INV) written_by]--> Fast Life
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies was sissy spacek an actor in
Start Entity:     Sissy Spacek
Gold Answer:      [["'night, Mother", 'Lake City', 'Get Low', 'The Straight Story', 'Badlands', 'Four Christmases', 'Raggedy Man', 'Missing', 'The Grass Harp', 'Blast from the Past', "Coal Miner's Daughter", 'The River', 'Carrie', '3 Women', 'An American Haunting', 'The Long Walk Home', 'In the Bedroom']]
Predicted Ans:    The Straight Story
Predicted Path:   Sissy Spacek --[(INV) starred_actors]--> The Straight Story --[written_by]--> Mary Sweeney --[(INV) written_by]--> The Straight Story
Path (Raw):       Sissy Spacek --[(INV) starred_actors]--> The Straight Story --[written_by]--> Mary Sweeney --[(INV) written_by]--> The Straight Story
Neg LogProb(↓):   0.573630
Path Entropy(↓):  0.962954
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the angel levine are written by who
Start Entity:     The Angel Levine
Gold Answer:      [['Ferdinand Reyher', 'Burt Shevelove', 'Robert Altman', 'Melvin Frank', 'Oscar Hammerstein II', 'Richard Wesley', 'Larry Gelbart', 'Walter Bernstein', 'Abraham Polonsky', 'John O. Killens', 'Mel Brooks', 'Harry Kleiner', 'Desmond Nakano', 'Ranald MacDougall', 'William P. McGivern', 'Michael Pertwee']]
Predicted Ans:    Larry Gelbart
Predicted Path:   The Angel Levine --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Path (Raw):       The Angel Levine --[starred_actors]--> Zero Mostel --[(INV) starred_actors]--> A Funny Thing Happened on the Way to the Forum --[written_by]--> Larry Gelbart
Neg LogProb(↓):   0.003691
Path Entropy(↓):  0.027053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie don mckay are written by who
Start Entity:     Don McKay
Gold Answer:      [['Marc Tulin', 'Alexander Payne', 'Jay Ward', 'Sam Raimi', 'Jim Taylor', 'Rex Pickett', 'Alvin Sargent', 'Tracy Letts', 'Mark Poirier', 'Ivan Raimi']]
Predicted Ans:    Alvin Sargent
Predicted Path:   Don McKay --[starred_actors]--> Thomas Haden Church --[(INV) starred_actors]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Path (Raw):       Don McKay --[starred_actors]--> Thomas Haden Church --[(INV) starred_actors]--> Spider-Man 3 --[written_by]--> Alvin Sargent
Neg LogProb(↓):   0.001854
Path Entropy(↓):  0.015206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter warren skaaren co - wrote films with who
Start Entity:     Warren Skaaren
Gold Answer:      [['Bob Kane', 'Sam Hamm', 'Michael McDowell', 'Larry Wilson']]
Predicted Ans:    Warren Skaaren
Predicted Path:   Warren Skaaren --[(INV) written_by]--> Batman --[written_by]--> Warren Skaaren
Path (Raw):       Warren Skaaren --[No Operation]--> Warren Skaaren --[(INV) written_by]--> Batman --[written_by]--> Warren Skaaren
Neg LogProb(↓):   0.178013
Path Entropy(↓):  0.663522
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did robin nishi write
Start Entity:     Robin Nishi
Gold Answer:      [['Mind Game']]
Predicted Ans:    Mind Game
Predicted Path:   Robin Nishi --[(INV) written_by]--> Mind Game --[written_by]--> Masaaki Yuasa --[(INV) written_by]--> Mind Game
Path (Raw):       Robin Nishi --[(INV) written_by]--> Mind Game --[written_by]--> Masaaki Yuasa --[(INV) written_by]--> Mind Game
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film farewell my concubine starred which actors
Start Entity:     Farewell My Concubine
Gold Answer:      [['Leslie Cheung']]
Predicted Ans:    Leslie Cheung
Predicted Path:   Farewell My Concubine --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> Once a Thief --[starred_actors]--> Leslie Cheung
Path (Raw):       Farewell My Concubine --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> Once a Thief --[starred_actors]--> Leslie Cheung
Neg LogProb(↓):   0.621820
Path Entropy(↓):  0.766116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of antonio margheriti
Start Entity:     Antonio Margheriti
Gold Answer:      [['Juan Zanotto', 'Ray Collins']]
Predicted Ans:    Antonio Margheriti
Predicted Path:   Antonio Margheriti --[(INV) written_by]--> Yor, the Hunter from the Future --[written_by]--> Antonio Margheriti
Path (Raw):       Antonio Margheriti --[No Operation]--> Antonio Margheriti --[(INV) written_by]--> Yor, the Hunter from the Future --[written_by]--> Antonio Margheriti
Neg LogProb(↓):   0.338429
Path Entropy(↓):  0.667374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film will were released in which years
Start Entity:     Will
Gold Answer:      [['1980', '2008', '2003', '1993', '2006', '2007', '2004', '1990', '1996', '2002', '2011', '1988', '2000', '1975', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    1987
Predicted Path:   Will --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Path (Raw):       Will --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Neg LogProb(↓):   0.211024
Path Entropy(↓):  0.661621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film week - end in havana released
Start Entity:     Week-End in Havana
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Week-End in Havana --[release_year]--> 1941 --[(INV) release_year]--> Here Comes Mr. Jordan --[release_year]--> 1941
Path (Raw):       Week-End in Havana --[release_year]--> 1941 --[(INV) release_year]--> Here Comes Mr. Jordan --[release_year]--> 1941
Neg LogProb(↓):   2.344920
Path Entropy(↓):  3.551596
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of lord of illusions
Start Entity:     Lord of Illusions
Gold Answer:      [['Anne Bobby', 'David Cronenberg', 'Craig Sheffer']]
Predicted Ans:    Scott Bakula
Predicted Path:   Lord of Illusions --[directed_by]--> Clive Barker --[(INV) directed_by]--> Lord of Illusions --[starred_actors]--> Scott Bakula
Path (Raw):       Lord of Illusions --[directed_by]--> Clive Barker --[(INV) directed_by]--> Lord of Illusions --[starred_actors]--> Scott Bakula
Neg LogProb(↓):   0.626131
Path Entropy(↓):  0.757362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter shane jacobson co - wrote films with who
Start Entity:     Shane Jacobson
Gold Answer:      [['Clayton Jacobson']]
Predicted Ans:    Clayton Jacobson
Predicted Path:   Shane Jacobson --[(INV) written_by]--> Kenny --[written_by]--> Clayton Jacobson
Path (Raw):       Shane Jacobson --[No Operation]--> Shane Jacobson --[(INV) written_by]--> Kenny --[written_by]--> Clayton Jacobson
Neg LogProb(↓):   0.001248
Path Entropy(↓):  0.009585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of the crimson kimono
Start Entity:     The Crimson Kimono
Gold Answer:      [['Samuel Fuller']]
Predicted Ans:    Samuel Fuller
Predicted Path:   The Crimson Kimono --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Steel Helmet --[written_by]--> Samuel Fuller
Path (Raw):       The Crimson Kimono --[written_by]--> Samuel Fuller --[(INV) written_by]--> The Steel Helmet --[written_by]--> Samuel Fuller
Neg LogProb(↓):   0.083819
Path Entropy(↓):  0.361529
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with timothy ratajczak
Start Entity:     Timothy Ratajczak
Gold Answer:      [['Gabriel Sabloff']]
Predicted Ans:    Timothy Ratajczak
Predicted Path:   Timothy Ratajczak --[(INV) written_by]--> Apostle Peter and the Last Supper --[written_by]--> Timothy Ratajczak
Path (Raw):       Timothy Ratajczak --[No Operation]--> Timothy Ratajczak --[(INV) written_by]--> Apostle Peter and the Last Supper --[written_by]--> Timothy Ratajczak
Neg LogProb(↓):   0.004575
Path Entropy(↓):  0.029157
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What sort of movie is welcome, or no trespassing
Start Entity:     Welcome, or No Trespassing
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Welcome, or No Trespassing --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Path (Raw):       Welcome, or No Trespassing --[has_genre]--> Comedy --[(INV) has_genre]--> A Little Romance --[has_genre]--> Comedy
Neg LogProb(↓):   2.404361
Path Entropy(↓):  4.173712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Mr. north is a film written by this person
Start Entity:     Mr. North
Gold Answer:      [['John Huston', 'Thornton Wilder']]
Predicted Ans:    John Huston
Predicted Path:   Mr. North --[written_by]--> John Huston --[(INV) written_by]--> Heaven Knows, Mr. Allison --[written_by]--> John Huston
Path (Raw):       Mr. North --[written_by]--> John Huston --[(INV) written_by]--> Heaven Knows, Mr. Allison --[written_by]--> John Huston
Neg LogProb(↓):   0.185393
Path Entropy(↓):  0.719471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of firecreek also directed which films
Start Entity:     Firecreek
Gold Answer:      [['The Million Dollar Duck', 'The Castaway Cowboy']]
Predicted Ans:    Firecreek
Predicted Path:   Firecreek --[directed_by]--> Vincent McEveety --[(INV) directed_by]--> Firecreek
Path (Raw):       Firecreek --[directed_by]--> Vincent McEveety --[(INV) directed_by]--> Firecreek --[No Operation]--> Firecreek
Neg LogProb(↓):   0.200357
Path Entropy(↓):  0.599907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose actors also appear in the movie pale rider
Start Entity:     Pale Rider
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '1979', '1974', '1984', '1977', '1968', '1951', '2004', '1982', '1973', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '2002', '2012', '1986', '1988', '2000', '1964', '1997', '1975', '1966', '1965', '1999', '1969']]
Predicted Ans:    2004
Predicted Path:   Pale Rider --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby --[release_year]--> 2004
Path (Raw):       Pale Rider --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby --[release_year]--> 2004
Neg LogProb(↓):   1.935940
Path Entropy(↓):  2.738001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with andrew bergman
Start Entity:     Andrew Bergman
Gold Answer:      [['Richard Pryor', 'Norman Steinberg', 'Robert Harling', 'Gregory McDonald', 'Dave Barry', 'Avery Corman', 'Sam Taylor', 'Mel Brooks', 'Carl Hiaasen', 'Ted Wilde', 'John Grey', 'Tim Whelan']]
Predicted Ans:    Mel Brooks
Predicted Path:   Andrew Bergman --[(INV) written_by]--> Blazing Saddles --[written_by]--> Mel Brooks
Path (Raw):       Andrew Bergman --[No Operation]--> Andrew Bergman --[(INV) written_by]--> Blazing Saddles --[written_by]--> Mel Brooks
Neg LogProb(↓):   0.399412
Path Entropy(↓):  1.151082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe the movie easy rider in a few words
Start Entity:     Easy Rider
Gold Answer:      [['library', 'united states', 'drugs', 'road movie', 'bd-r', 'marijuana', 'counterculture', 'dennis hopper', 'peter fonda']]
Predicted Ans:    counterculture
Predicted Path:   Easy Rider --[has_tags]--> counterculture --[(INV) has_tags]--> Easy Rider --[has_tags]--> counterculture
Path (Raw):       Easy Rider --[has_tags]--> counterculture --[(INV) has_tags]--> Easy Rider --[has_tags]--> counterculture
Neg LogProb(↓):   0.696685
Path Entropy(↓):  1.241361
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor tom skerritt is a co - star of who
Start Entity:     Tom Skerritt
Gold Answer:      [['Juliette Lewis', 'Kate Beckinsale', 'William Shatner', 'Brooke Adams', 'Giovanni Ribisi', 'Mikhail Baryshnikov', 'Sally Kellerman', 'Cheryl Ladd', 'Sara Gilbert', 'Elliott Gould', 'Gabriel Macht', 'Diane Keaton', 'Herbert Lom', 'Veronica Cartwright', 'Angie Dickinson', 'Christopher Walken', 'Anne Bancroft', 'Shirley MacLaine', 'Harry Dean Stanton', 'Donald Sutherland', 'Sigourney Weaver', 'Brad Pitt', 'Drew Barrymore', 'Shirley Knight', 'Brenda Blethyn', 'Craig Sheffer']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Tom Skerritt --[(INV) starred_actors]--> The Turning Point --[starred_actors]--> Shirley MacLaine
Path (Raw):       Tom Skerritt --[No Operation]--> Tom Skerritt --[(INV) starred_actors]--> The Turning Point --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   0.085885
Path Entropy(↓):  0.406460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in race the sun also appears in which movies
Start Entity:     Race the Sun
Gold Answer:      [['Executive Decision', 'Perfect Stranger', 'Traces of Red', 'The Program', 'Catwoman', 'Things We Lost in the Fire', "Monster's Ball", 'Boomerang', 'Losing Isaiah', 'B*A*P*S', 'Bond Girls Are Forever', 'Taking Care of Business', 'Real Men', 'The Principal', 'Gothika', 'Father Hood', 'K-911', 'Dark Tide', "The Rich Man's Wife", 'Swordfish', 'Robots', 'The Call', 'Salvador', 'Gang Related', 'K-9', 'Red Heat', 'Why Do Fools Fall in Love', 'Mr. Destiny']]
Predicted Ans:    Red Heat
Predicted Path:   Race the Sun --[starred_actors]--> James Belushi --[(INV) starred_actors]--> Red Heat
Path (Raw):       Race the Sun --[starred_actors]--> James Belushi --[No Operation]--> James Belushi --[(INV) starred_actors]--> Red Heat
Neg LogProb(↓):   0.600706
Path Entropy(↓):  1.070435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of laws of attraction
Start Entity:     Laws of Attraction
Gold Answer:      [['Tomorrow Never Dies', 'The World Is Not Enough', 'Robinson Crusoe', 'The Tailor of Panama', 'Freedomland', 'Nomads', 'Married Life', 'Still Alice', 'The Hours', 'The Shipping News', 'Savage Grace', 'Nine Months', 'GoldenEye', 'Being Flynn', 'Roommates', "Dante's Peak", 'Game Change', "The Gun in Betty Lou's Handbag", 'Live Wire', 'Carrie', 'The Fourth Protocol', 'Marie and Bruce', 'Far from Heaven', 'Taffin', 'What Maisie Knew', 'The Matador', 'The Lawnmower Man', 'Die Another Day', 'The English Teacher', 'Assassins', 'Maps to the Stars', 'Don Jon', 'The Deceivers', 'Mamma Mia!', 'Cast a Deadly Spell', 'The Prize Winner of Defiance, Ohio', 'Trust the Man', 'The Forgotten', 'A Long Way Down', 'The Greatest', 'The End of the Affair', 'Next', 'Evolution', "I Don't Know How She Does It", 'Seventh Son', 'Hannibal', 'Chloe', 'Oceans', "Cookie's Fortune", 'The November Man', 'Seraphim Falls', 'The Thomas Crown Affair', 'The Big Lebowski', 'Non-Stop', 'After the Sunset', 'Mars Attacks!', 'Evelyn']]
Predicted Ans:    Spanish
Predicted Path:   Laws of Attraction --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Robinson Crusoe --[in_language]--> Spanish
Path (Raw):       Laws of Attraction --[starred_actors]--> Pierce Brosnan --[(INV) starred_actors]--> Robinson Crusoe --[in_language]--> Spanish
Neg LogProb(↓):   1.038971
Path Entropy(↓):  2.644973
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The screenwriter of the omen also wrote which movies
Start Entity:     The Omen
Gold Answer:      [["Nobody's Baby", 'Prophecy', 'Lucas', 'Shining Through', 'Punchline']]
Predicted Ans:    Prophecy
Predicted Path:   The Omen --[written_by]--> David Seltzer --[(INV) written_by]--> Prophecy
Path (Raw):       The Omen --[written_by]--> David Seltzer --[(INV) written_by]--> Prophecy --[No Operation]--> Prophecy
Neg LogProb(↓):   1.521017
Path Entropy(↓):  2.263508
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film hi diddle diddle
Start Entity:     Hi Diddle Diddle
Gold Answer:      [['1953', '1960', '1956', '1952']]
Predicted Ans:    1943
Predicted Path:   Hi Diddle Diddle --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Hi Diddle Diddle --[release_year]--> 1943
Path (Raw):       Hi Diddle Diddle --[directed_by]--> Andrew L. Stone --[(INV) directed_by]--> Hi Diddle Diddle --[release_year]--> 1943
Neg LogProb(↓):   0.018894
Path Entropy(↓):  0.124537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described with bar
Start Entity:     bar
Gold Answer:      [['Trees Lounge', 'The Descendants']]
Predicted Ans:    Max Payne
Predicted Path:   bar --[(INV) has_tags]--> The Descendants --[has_tags]--> beau bridges --[(INV) has_tags]--> Max Payne
Path (Raw):       bar --[(INV) has_tags]--> The Descendants --[has_tags]--> beau bridges --[(INV) has_tags]--> Max Payne
Neg LogProb(↓):   0.051014
Path Entropy(↓):  0.233556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are some words that describe movie godzilla
Start Entity:     Godzilla
Gold Answer:      [['matthew broderick', 'new york city', 'jean reno', 'roland emmerich', 'hank azaria', 'monster', 'godzilla']]
Predicted Ans:    hank azaria
Predicted Path:   Godzilla --[has_tags]--> hank azaria --[(INV) has_tags]--> Homegrown --[has_tags]--> hank azaria
Path (Raw):       Godzilla --[has_tags]--> hank azaria --[(INV) has_tags]--> Homegrown --[has_tags]--> hank azaria
Neg LogProb(↓):   0.273073
Path Entropy(↓):  0.602789
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie corky romano
Start Entity:     Corky Romano
Gold Answer:      [['Robert Wise', 'Edward Dmytryk', 'Elaine May', 'Stuart Rosenberg', 'Robert Moore', 'Makinov', 'Duilio Coletti', 'Mark Palansky', 'Blake Edwards', 'William Friedkin', 'Joe Mantegna', 'Wes Craven', 'Claude Lelouch', 'Robert Aldrich', 'Henry Selick', 'Barry Sonnenfeld', 'Reginald Hudlin', 'John Cassavetes', 'Burt Balaban', 'Farah Khan', 'John G. Avildsen', 'Peter Yates', 'Robert Lieberman', 'Daryl Duke', 'Malcolm D. Lee', 'Sydney Pollack', 'Keith Gordon', 'Arthur Hiller']]
Predicted Ans:    Farah Khan
Predicted Path:   Corky Romano --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Happy New Year --[directed_by]--> Farah Khan
Path (Raw):       Corky Romano --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Happy New Year --[directed_by]--> Farah Khan
Neg LogProb(↓):   0.733158
Path Entropy(↓):  1.776641
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did kathryn grayson star in
Start Entity:     Kathryn Grayson
Gold Answer:      [['Two Sisters from Boston', 'The Toast of New Orleans', 'Show Boat', 'Anchors Aweigh']]
Predicted Ans:    Two Sisters from Boston
Predicted Path:   Kathryn Grayson --[(INV) starred_actors]--> Two Sisters from Boston --[starred_actors]--> Lauritz Melchior --[(INV) starred_actors]--> Two Sisters from Boston
Path (Raw):       Kathryn Grayson --[(INV) starred_actors]--> Two Sisters from Boston --[starred_actors]--> Lauritz Melchior --[(INV) starred_actors]--> Two Sisters from Boston
Neg LogProb(↓):   0.506051
Path Entropy(↓):  0.683644
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie shrek
Start Entity:     Shrek
Gold Answer:      [['William Steig']]
Predicted Ans:    William Steig
Predicted Path:   Shrek --[written_by]--> William Steig --[(INV) written_by]--> Shrek --[written_by]--> William Steig
Path (Raw):       Shrek --[written_by]--> William Steig --[(INV) written_by]--> Shrek --[written_by]--> William Steig
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in everlasting moments
Start Entity:     Everlasting Moments
Gold Answer:      [['Susanne Bier']]
Predicted Ans:    Jan Troell
Predicted Path:   Everlasting Moments --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[directed_by]--> Jan Troell
Path (Raw):       Everlasting Moments --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[directed_by]--> Jan Troell
Neg LogProb(↓):   0.114449
Path Entropy(↓):  0.486379
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by doug pray
Start Entity:     Doug Pray
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Doug Pray --[(INV) written_by]--> Surfwise --[has_genre]--> Documentary
Path (Raw):       Doug Pray --[No Operation]--> Doug Pray --[(INV) written_by]--> Surfwise --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by leave her to heaven actors
Start Entity:     Leave Her to Heaven
Gold Answer:      [['James McTeigue', 'Edmund Goulding', 'Edward Dmytryk', 'Fritz Lang', 'Cecil B. DeMille', 'Lew Landers', 'Norman Taurog', 'Lewis Allen', 'Bob Rafelson', 'Richard Fleischer', 'Jim Clark', 'John Byrum', 'Jean Negulesco', 'Gordon Hessler', 'Roy Ward Baker', 'Irving Cummings', 'Ulli Lommel', 'Warren Beatty', 'Shawn Levy', 'Walter Lang', 'Henry Hathaway', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'André De Toth', 'Ken Annakin', 'William Butler', 'Michael Reeves', 'William Malone', 'Henry King', 'Jules Dassin', 'Rowdy Herrington', 'Robert Fuest', 'Anatole Litvak', 'Jacques Tourneur', 'Douglas Sirk', 'Michael Gordon', 'Ernst Lubitsch', 'Joe May', 'Douglas Hickox', 'Mitchell Leisen', 'Samuel Fuller', 'Mario Bava', 'Nunnally Johnson', 'Sidney Salkow', 'Lindsay Anderson', 'Buck Henry', 'Richard Whorf', 'Ubaldo Ragona', 'John Farrow', 'Roger Corman', 'Tim Burton', 'Reginald Le Borg', 'Roland West', 'Crane Wilbur', 'Charles Vidor', 'Clarence Brown', 'Josef von Sternberg', 'Irwin Winkler', 'Cornel Wilde', 'William Castle', 'Joseph L. Mankiewicz', 'H. Bruce Humberstone', 'Elia Kazan', 'Robert Z. Leonard']]
Predicted Ans:    Roger Corman
Predicted Path:   Leave Her to Heaven --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Path (Raw):       Leave Her to Heaven --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> The Raven --[directed_by]--> Roger Corman
Neg LogProb(↓):   1.057040
Path Entropy(↓):  2.397230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in night shift
Start Entity:     Night Shift
Gold Answer:      [['Shelley Long', 'Michael Keaton', 'Henry Winkler']]
Predicted Ans:    Michael Keaton
Predicted Path:   Night Shift --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop --[starred_actors]--> Michael Keaton
Path (Raw):       Night Shift --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> One Good Cop --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   0.148460
Path Entropy(↓):  0.538532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is the living sea
Start Entity:     The Living Sea
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   The Living Sea --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       The Living Sea --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.353443
Path Entropy(↓):  3.681099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the machinist
Start Entity:     The Machinist
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   The Machinist --[written_by]--> Scott Kosar --[(INV) written_by]--> The Crazies --[has_genre]--> Horror
Path (Raw):       The Machinist --[written_by]--> Scott Kosar --[(INV) written_by]--> The Crazies --[has_genre]--> Horror
Neg LogProb(↓):   0.882487
Path Entropy(↓):  1.046601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie erik the viking are written by who
Start Entity:     Erik the Viking
Gold Answer:      [['Eric Idle', 'Terry Jones', 'Graham Chapman', 'Terry Gilliam', 'John Cleese', 'Michael Palin']]
Predicted Ans:    Terry Gilliam
Predicted Path:   Erik the Viking --[directed_by]--> Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[written_by]--> Terry Gilliam
Path (Raw):       Erik the Viking --[directed_by]--> Terry Jones --[(INV) directed_by]--> Monty Python and the Holy Grail --[written_by]--> Terry Gilliam
Neg LogProb(↓):   0.140111
Path Entropy(↓):  0.616055
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of read my lips
Start Entity:     Read My Lips
Gold Answer:      [['Jean Yanne', 'Romain Duris', 'Tahar Rahim', 'Marion Cotillard', 'Matthias Schoenaerts']]
Predicted Ans:    Marion Cotillard
Predicted Path:   Read My Lips --[directed_by]--> Jacques Audiard --[(INV) directed_by]--> Rust and Bone --[starred_actors]--> Marion Cotillard
Path (Raw):       Read My Lips --[directed_by]--> Jacques Audiard --[(INV) directed_by]--> Rust and Bone --[starred_actors]--> Marion Cotillard
Neg LogProb(↓):   0.195819
Path Entropy(↓):  0.533048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of hollow man
Start Entity:     Hollow Man
Gold Answer:      [['The Woodsman', 'Murder in the First', 'He Said, She Said', 'Footloose', 'The Air Up There', 'Super', 'Queens Logic', 'Tremors', 'Criminal Law', 'Leaving Las Vegas', 'Link', "She's Having a Baby", 'The Tillman Story', 'Apollo 13', 'The Air I Breathe', 'Molly', "Jayne Mansfield's Car", 'The Karate Kid', 'No Country for Old Men', 'Labor Day', 'Men in Black 3', 'Oldboy', 'W.', 'Jonah Hex', 'Palmetto', 'The Big Picture', 'Planet Terror', 'Adventures in Babysitting', 'Wild Things', 'A Few Good Men', 'The Saint', 'Waking Madison', 'Milk', 'Mystic River', 'Elephant White', 'True Grit', 'American Gangster', 'R.I.P.D.', 'Janie Jones', 'House at the End of the Street', 'Nightwatch', 'Death Sentence', 'Taking Chance', "Thrashin'", 'Stir of Echoes', 'Pyrates', 'Trapped', 'Where the Truth Lies', 'The Trigger Effect', 'Picture Perfect', 'Cocktail', 'Flatliners', 'Piranha 3D', 'Quicksilver']]
Predicted Ans:    Nightwatch
Predicted Path:   Hollow Man --[starred_actors]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch
Path (Raw):       Hollow Man --[starred_actors]--> Josh Brolin --[No Operation]--> Josh Brolin --[(INV) starred_actors]--> Nightwatch
Neg LogProb(↓):   0.613088
Path Entropy(↓):  1.209476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with sweet and lowdown fall under
Start Entity:     Sweet and Lowdown
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Sweet and Lowdown --[written_by]--> Woody Allen --[(INV) written_by]--> Deconstructing Harry --[has_genre]--> Comedy
Path (Raw):       Sweet and Lowdown --[written_by]--> Woody Allen --[(INV) written_by]--> Deconstructing Harry --[has_genre]--> Comedy
Neg LogProb(↓):   2.274453
Path Entropy(↓):  3.258944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of francis lawrence directed movies
Start Entity:     Francis Lawrence
Gold Answer:      [['Kevin Brodbin', 'Sara Gruen', 'Garth Ennis', 'Richard Matheson', 'Richard LaGravenese']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   Francis Lawrence --[(INV) directed_by]--> Water for Elephants --[written_by]--> Richard LaGravenese
Path (Raw):       Francis Lawrence --[No Operation]--> Francis Lawrence --[(INV) directed_by]--> Water for Elephants --[written_by]--> Richard LaGravenese
Neg LogProb(↓):   0.004831
Path Entropy(↓):  0.032535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie death note
Start Entity:     Death Note
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Death Note --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       Death Note --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   3.048500
Path Entropy(↓):  4.649333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the best offer
Start Entity:     The Best Offer
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Best Offer --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       The Best Offer --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.107268
Path Entropy(↓):  4.543766
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by dan gilroy
Start Entity:     Dan Gilroy
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Dan Gilroy --[(INV) directed_by]--> Nightcrawler --[release_year]--> 2014
Path (Raw):       Dan Gilroy --[No Operation]--> Dan Gilroy --[(INV) directed_by]--> Nightcrawler --[release_year]--> 2014
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the master
Start Entity:     The Master
Gold Answer:      [['2012']]
Predicted Ans:    1989
Predicted Path:   The Master --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Path (Raw):       The Master --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Neg LogProb(↓):   3.215764
Path Entropy(↓):  5.055321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film turistas were in which genres
Start Entity:     Turistas
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Turistas --[starred_actors]--> Melissa George --[(INV) starred_actors]--> Triangle --[has_genre]--> Thriller
Path (Raw):       Turistas --[starred_actors]--> Melissa George --[(INV) starred_actors]--> Triangle --[has_genre]--> Thriller
Neg LogProb(↓):   0.306176
Path Entropy(↓):  1.135407
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the lovers director release
Start Entity:     The Lovers
Gold Answer:      [['1968', '1980', '1978', '1963', '1975', '1934', '1971', '1990', '1992', '1965', '1994', '1967', '1985', '1981', '1974', '1958', '1984']]
Predicted Ans:    1968
Predicted Path:   The Lovers --[directed_by]--> Louis Malle --[(INV) directed_by]--> Spirits of the Dead --[release_year]--> 1968
Path (Raw):       The Lovers --[directed_by]--> Louis Malle --[(INV) directed_by]--> Spirits of the Dead --[release_year]--> 1968
Neg LogProb(↓):   0.386591
Path Entropy(↓):  1.310814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the brothers mcmullen
Start Entity:     The Brothers McMullen
Gold Answer:      [['Edward Burns']]
Predicted Ans:    Edward Burns
Predicted Path:   The Brothers McMullen --[written_by]--> Edward Burns --[(INV) written_by]--> The Groomsmen --[written_by]--> Edward Burns
Path (Raw):       The Brothers McMullen --[written_by]--> Edward Burns --[(INV) written_by]--> The Groomsmen --[written_by]--> Edward Burns
Neg LogProb(↓):   0.178626
Path Entropy(↓):  0.617383
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie milk money were in which genres
Start Entity:     Milk Money
Gold Answer:      [['Romance', 'Music', 'Sport', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Milk Money --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Path (Raw):       Milk Money --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Neg LogProb(↓):   0.960157
Path Entropy(↓):  1.434731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of satan's brew
Start Entity:     Satan's Brew
Gold Answer:      [['The American Soldier', 'The Marriage of Maria Braun', 'Beware of a Holy Whore', 'Why Does Herr R. Run Amok?', 'Martha', 'Veronika Voss', 'Katzelmacher', 'Querelle', 'Lola', 'Whity', 'The Merchant of Four Seasons', 'Despair', 'Chinese Roulette', 'Effi Briest', 'The Bitter Tears of Petra von Kant', 'World on a Wire', 'Gods of the Plague', 'Fox and His Friends', 'Lili Marleen']]
Predicted Ans:    Lola
Predicted Path:   Satan's Brew --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola
Path (Raw):       Satan's Brew --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Lola --[No Operation]--> Lola
Neg LogProb(↓):   0.503095
Path Entropy(↓):  1.658828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of empire of the ants
Start Entity:     Empire of the Ants
Gold Answer:      [['Charles Herbert', 'Guy Pearce', 'Mark Gatiss', 'Rory Kinnear', 'Peter Forbes', 'Alex Riddell', 'Pamela Franklin', 'Marlon Brando', 'April Pearson', 'Calvin Dean', 'Dimitri Leonidas', 'Marjoe Gortner', 'Sienna Guillory', 'Rod Taylor', 'Mark Addy', 'Richard Carlson', 'Alan Young', 'David Thewlis', 'Phyllida Law', 'Val Kilmer', 'Michael York', 'Barbara Carrera', 'Nigel Davenport', 'Ralph Meeker', 'Burt Lancaster', 'Yvette Mimieux', 'Alex Pettyfer', 'Jon Cypher', 'Fairuza Balk', 'John Hoyt']]
Predicted Ans:    Charles Herbert
Predicted Path:   Empire of the Ants --[written_by]--> Bert I. Gordon --[(INV) written_by]--> The Boy and the Pirates --[starred_actors]--> Charles Herbert
Path (Raw):       Empire of the Ants --[written_by]--> Bert I. Gordon --[(INV) written_by]--> The Boy and the Pirates --[starred_actors]--> Charles Herbert
Neg LogProb(↓):   0.052811
Path Entropy(↓):  0.213542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of beefcake starred who
Start Entity:     Beefcake
Gold Answer:      [['Shawn Ashmore', 'Kristin Booth', 'Olympia Dukakis', 'Brenda Fricker']]
Predicted Ans:    Shawn Ashmore
Predicted Path:   Beefcake --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> 3 Needles --[starred_actors]--> Shawn Ashmore
Path (Raw):       Beefcake --[directed_by]--> Thom Fitzgerald --[(INV) directed_by]--> 3 Needles --[starred_actors]--> Shawn Ashmore
Neg LogProb(↓):   0.041190
Path Entropy(↓):  0.205125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with art school confidential in
Start Entity:     Art School Confidential
Gold Answer:      [['French', 'Portuguese', 'Irish', 'English', 'Japanese', 'Italian', 'Russian']]
Predicted Ans:    English
Predicted Path:   Art School Confidential --[starred_actors]--> Max Minghella --[(INV) starred_actors]--> Agora --[in_language]--> English
Path (Raw):       Art School Confidential --[starred_actors]--> Max Minghella --[(INV) starred_actors]--> Agora --[in_language]--> English
Neg LogProb(↓):   0.532404
Path Entropy(↓):  0.875956
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film direct action
Start Entity:     Direct Action
Gold Answer:      [['1962', '1988', '1998', '1978', '1970', '1966', '1972', '2003', '1992', '2005', '1996', '1965', '1986', '2011']]
Predicted Ans:    1988
Predicted Path:   Direct Action --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[release_year]--> 1988
Path (Raw):       Direct Action --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[release_year]--> 1988
Neg LogProb(↓):   0.257942
Path Entropy(↓):  0.843851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the hawks and the sparrows starred who
Start Entity:     The Hawks and the Sparrows
Gold Answer:      [['Jon Hall', 'Leif Erickson', 'Franco Merli', 'Maria Montez', 'Anne Wiazemsky', 'Terence Stamp', 'Ninetto Davoli', 'Sabu', 'Pier Paolo Pasolini', 'Maria Callas', 'Massimo Girotti', 'Silvana Mangano']]
Predicted Ans:    Maria Callas
Predicted Path:   The Hawks and the Sparrows --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Path (Raw):       The Hawks and the Sparrows --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Medea --[starred_actors]--> Maria Callas
Neg LogProb(↓):   0.239508
Path Entropy(↓):  0.665300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of judge dredd
Start Entity:     Judge Dredd
Gold Answer:      [['Jennifer Love Hewitt', 'Mekhi Phifer', 'Ray Liotta']]
Predicted Ans:    Rob Schneider
Predicted Path:   Judge Dredd --[directed_by]--> Danny Cannon --[(INV) directed_by]--> Judge Dredd --[starred_actors]--> Rob Schneider
Path (Raw):       Judge Dredd --[directed_by]--> Danny Cannon --[(INV) directed_by]--> Judge Dredd --[starred_actors]--> Rob Schneider
Neg LogProb(↓):   0.669181
Path Entropy(↓):  0.800570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of sinbad and the eye of the tiger starred who
Start Entity:     Sinbad and the Eye of the Tiger
Gold Answer:      [['John Phillip Law']]
Predicted Ans:    Taryn Power
Predicted Path:   Sinbad and the Eye of the Tiger --[written_by]--> Ray Harryhausen --[(INV) written_by]--> Sinbad and the Eye of the Tiger --[starred_actors]--> Taryn Power
Path (Raw):       Sinbad and the Eye of the Tiger --[written_by]--> Ray Harryhausen --[(INV) written_by]--> Sinbad and the Eye of the Tiger --[starred_actors]--> Taryn Power
Neg LogProb(↓):   0.484160
Path Entropy(↓):  0.713947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by steven peros were in which genres
Start Entity:     Steven Peros
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Steven Peros --[(INV) written_by]--> The Cat's Meow --[has_genre]--> Drama
Path (Raw):       Steven Peros --[No Operation]--> Steven Peros --[(INV) written_by]--> The Cat's Meow --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by richard m. sherman in
Start Entity:     Richard M. Sherman
Gold Answer:      [['Adventure', 'Musical']]
Predicted Ans:    Adventure
Predicted Path:   Richard M. Sherman --[(INV) written_by]--> Huckleberry Finn --[has_genre]--> Adventure
Path (Raw):       Richard M. Sherman --[No Operation]--> Richard M. Sherman --[(INV) written_by]--> Huckleberry Finn --[has_genre]--> Adventure
Neg LogProb(↓):   0.040848
Path Entropy(↓):  0.168236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by gianfranco clerici were released in which years
Start Entity:     Gianfranco Clerici
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Gianfranco Clerici --[(INV) written_by]--> Cannibal Holocaust --[release_year]--> 1980
Path (Raw):       Gianfranco Clerici --[No Operation]--> Gianfranco Clerici --[(INV) written_by]--> Cannibal Holocaust --[release_year]--> 1980
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed double trouble
Start Entity:     Double Trouble
Gold Answer:      [['John Paragon']]
Predicted Ans:    John Paragon
Predicted Path:   Double Trouble --[directed_by]--> John Paragon --[(INV) directed_by]--> Double Trouble --[directed_by]--> John Paragon
Path (Raw):       Double Trouble --[directed_by]--> John Paragon --[(INV) directed_by]--> Double Trouble --[directed_by]--> John Paragon
Neg LogProb(↓):   0.237403
Path Entropy(↓):  0.515718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with andrew divoff
Start Entity:     Andrew Divoff
Gold Answer:      [['Sean Astin', 'Tammy Lauren', 'Wil Wheaton', 'Erin Brown']]
Predicted Ans:    Sean Astin
Predicted Path:   Andrew Divoff --[(INV) starred_actors]--> Toy Soldiers --[starred_actors]--> Sean Astin
Path (Raw):       Andrew Divoff --[No Operation]--> Andrew Divoff --[(INV) starred_actors]--> Toy Soldiers --[starred_actors]--> Sean Astin
Neg LogProb(↓):   0.027678
Path Entropy(↓):  0.126662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by vaughn taylor released
Start Entity:     Vaughn Taylor
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Vaughn Taylor --[(INV) starred_actors]--> The Gallant Hours --[release_year]--> 1960
Path (Raw):       Vaughn Taylor --[No Operation]--> Vaughn Taylor --[(INV) starred_actors]--> The Gallant Hours --[release_year]--> 1960
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by bruce d. clark in
Start Entity:     Bruce D. Clark
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bruce D. Clark --[(INV) directed_by]--> Galaxy of Terror --[has_genre]--> Horror
Path (Raw):       Bruce D. Clark --[No Operation]--> Bruce D. Clark --[(INV) directed_by]--> Galaxy of Terror --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of le week - end also wrote which movies
Start Entity:     Le Week-End
Gold Answer:      [['Venus', 'My Son the Fanatic', 'My Beautiful Laundrette', 'Intimacy', 'Sammy and Rosie Get Laid']]
Predicted Ans:    Venus
Predicted Path:   Le Week-End --[written_by]--> Hanif Kureishi --[(INV) written_by]--> Venus
Path (Raw):       Le Week-End --[written_by]--> Hanif Kureishi --[(INV) written_by]--> Venus --[No Operation]--> Venus
Neg LogProb(↓):   0.123513
Path Entropy(↓):  0.511337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of consenting adults
Start Entity:     Consenting Adults
Gold Answer:      [['Timothy Bottoms', 'Dustin Hoffman', 'Denzel Washington', 'Harrison Ford', 'Candice Bergen', 'Jane Fonda', 'James Caan', 'Burt Reynolds', 'Warren Beatty', 'Robert Redford', 'Bonnie Bedelia', 'Brian Dennehy', 'Jason Robards', 'Meryl Streep', 'Kris Kristofferson', 'Julia Roberts', 'Farrah Fawcett', 'Peter MacNicol', 'Rubén Blades', 'Roy Scheider', 'Liza Minnelli', 'Tim McIntire', 'Wendell Burton', 'Jeff Bridges', 'Charles Durning', 'Jill Clayburgh', 'Donald Sutherland', 'Kevin Kline', 'Charles Cioffi', 'William Daniels', 'Paula Prentiss', 'Brad Pitt', 'Alice Krige', 'Maggie Smith']]
Predicted Ans:    Kevin Kline
Predicted Path:   Consenting Adults --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Consenting Adults --[starred_actors]--> Kevin Kline
Path (Raw):       Consenting Adults --[directed_by]--> Alan J. Pakula --[(INV) directed_by]--> Consenting Adults --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   1.378359
Path Entropy(↓):  2.191569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of m starred who
Start Entity:     M
Gold Answer:      [['Alberto Ammann', 'Marta Etura', 'Marlene Dietrich', 'Joan Bennett', 'Joan Lorring', 'Jeanne Moreau', 'Michael Caine', 'Alan Bates', 'Wendy Craig', 'Mel Ferrer', 'Robert Mitchum', 'Dana Andrews', 'Paul Douglas', 'Robert Shaw', 'George Sanders', 'Glenda Jackson', 'Michael Douglas', 'Virna Lisi', 'George Raft', 'Thomas Mitchell', 'Jean Gabin', 'Edward G. Robinson', 'Glenn Ford', 'Walter Brennan', 'Richie Jen', 'Shia LaBeouf', 'Dean Stockwell', 'Mia Farrow', 'Richard Burton', 'Joan Fontaine', 'Sidney Blackmer', 'Daniel Brühl', 'Rhonda Fleming', 'Ida Lupino', 'Gustav Diessl', "Pat O'Brien", 'Louis Koo', 'Henry Fonda', 'Gene Tierney', 'Madeleine Ozeray', 'Walter Pidgeon', 'Claude Rains', 'Howard Duff', 'Barbara Stanwyck', 'Michael Redgrave', 'Macdonald Carey', 'Gloria Grahame', 'James Fox', 'Peggy Ashcroft', 'Malcolm McDowell', 'Lee Bowman', 'Julie Christie', 'Charles Boyer', 'Margaret Leighton', 'Sarah Miles', 'Van Heflin', 'Alfred Abel', 'Gustav Fröhlich', 'Brian Donlevy', 'Stewart Granger', 'Stanley Baker', 'Robert Ryan', 'Gail Russell', 'Barbara Hale', 'Dean Jagger', 'Johnny Sands', 'Brad Pitt', 'Logan Lerman', 'Michael Peña', 'Paul Muni', 'Evelyn Keyes', 'Robert Young', 'Gary Cooper', 'Elizabeth Taylor', 'Gene Lockhart', 'Anna Lee', 'Randolph Scott', 'Dan Duryea', 'Jane Wyatt', 'Louis Hayward', 'Jesse Metcalfe', 'Dorothy Patrick', 'Arthur Franz', 'Dirk Bogarde', 'Preston Foster', 'John Drew Barrymore', 'Marilyn Monroe', 'Helmut Berger', 'Amber Tamblyn', 'Spencer Tracy', 'Bruce Cabot', 'Sylvia Sidney', 'Walter Abel', 'Arthur Kennedy']]
Predicted Ans:    Joan Bennett
Predicted Path:   M --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Path (Raw):       M --[directed_by]--> Fritz Lang --[(INV) directed_by]--> Man Hunt --[starred_actors]--> Joan Bennett
Neg LogProb(↓):   0.837725
Path Entropy(↓):  1.709577
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by alicja bachleda fall under
Start Entity:     Alicja Bachleda
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Alicja Bachleda --[(INV) starred_actors]--> Ondine --[has_genre]--> Drama
Path (Raw):       Alicja Bachleda --[No Operation]--> Alicja Bachleda --[(INV) starred_actors]--> Ondine --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of big jake
Start Entity:     Big Jake
Gold Answer:      [['Richard Harris', 'Jim Hutton', 'Ernest Borgnine', 'Charlton Heston', 'James Coburn', 'Patrick McGoohan', 'Jim Brown', 'Rock Hudson']]
Predicted Ans:    John Wayne
Predicted Path:   Big Jake --[written_by]--> Rita M. Fink --[(INV) written_by]--> Big Jake --[starred_actors]--> John Wayne
Path (Raw):       Big Jake --[written_by]--> Rita M. Fink --[(INV) written_by]--> Big Jake --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share actors with father and guns in
Start Entity:     Father and Guns
Gold Answer:      [['English']]
Predicted Ans:    French
Predicted Path:   Father and Guns --[starred_actors]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[in_language]--> French
Path (Raw):       Father and Guns --[starred_actors]--> Caroline Dhavernas --[(INV) starred_actors]--> Father and Guns --[in_language]--> French
Neg LogProb(↓):   0.021565
Path Entropy(↓):  0.104536
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the films written by rudyard kipling
Start Entity:     Rudyard Kipling
Gold Answer:      [['Sean Connery', 'Sebastian Cabot', 'Bruce Reitherman', 'Shirley Temple', 'Victor McLaglen', 'Cary Grant', 'Sam Jaffe', 'George Sanders', 'Saeed Jaffrey', 'Sabu', 'Phil Harris', 'Christopher Plummer', 'Michael Caine']]
Predicted Ans:    Christopher Plummer
Predicted Path:   Rudyard Kipling --[(INV) written_by]--> The Man Who Would Be King --[starred_actors]--> Christopher Plummer
Path (Raw):       Rudyard Kipling --[No Operation]--> Rudyard Kipling --[(INV) written_by]--> The Man Who Would Be King --[starred_actors]--> Christopher Plummer
Neg LogProb(↓):   0.542954
Path Entropy(↓):  1.113286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor chiara mastroianni is a co - star of who
Start Entity:     Chiara Mastroianni
Gold Answer:      [['Clotilde Hesme', 'Rachel True', 'Ruthanna Hopper', 'Mathieu Demy', 'François Sagat', 'Ludivine Sagnier', 'Leonor Varela', 'Geraldine Chaplin', 'Joshua Jackson', 'Timm Sharp', 'Louis Garrel', 'James Duval']]
Predicted Ans:    Chiara Mastroianni
Predicted Path:   Chiara Mastroianni --[(INV) starred_actors]--> Love Songs --[starred_actors]--> Chiara Mastroianni
Path (Raw):       Chiara Mastroianni --[No Operation]--> Chiara Mastroianni --[(INV) starred_actors]--> Love Songs --[starred_actors]--> Chiara Mastroianni
Neg LogProb(↓):   0.108211
Path Entropy(↓):  0.442761
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of miracles is also the director of which films
Start Entity:     Miracles
Gold Answer:      [['Gang Related', 'Disorganized Crime']]
Predicted Ans:    Gang Related
Predicted Path:   Miracles --[directed_by]--> Jim Kouf --[(INV) directed_by]--> Gang Related
Path (Raw):       Miracles --[directed_by]--> Jim Kouf --[(INV) directed_by]--> Gang Related --[No Operation]--> Gang Related
Neg LogProb(↓):   0.335101
Path Entropy(↓):  0.742844
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the couch trip
Start Entity:     The Couch Trip
Gold Answer:      [['Jerry Belson', 'James Salter', 'Gregory McDonald', 'Leon Capetanos', 'Tom Jones', 'Albert Brooks', 'Harvey Schmidt', 'Peter Benchley', 'Dan Jenkins', 'Walter Bernstein', 'Bill Lancaster', 'Bette Midler', 'Jeffrey Kramer', 'Jeremy Larner', 'Mickey Rose', 'Robert Dillon', 'Andrew Bergman']]
Predicted Ans:    Walter Bernstein
Predicted Path:   The Couch Trip --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[written_by]--> Walter Bernstein
Path (Raw):       The Couch Trip --[directed_by]--> Michael Ritchie --[(INV) directed_by]--> Semi-Tough --[written_by]--> Walter Bernstein
Neg LogProb(↓):   0.044409
Path Entropy(↓):  0.251281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by gustin nash
Start Entity:     Gustin Nash
Gold Answer:      [['Miguel Arteta', 'Jon Poll']]
Predicted Ans:    Miguel Arteta
Predicted Path:   Gustin Nash --[(INV) written_by]--> Youth in Revolt --[directed_by]--> Miguel Arteta
Path (Raw):       Gustin Nash --[No Operation]--> Gustin Nash --[(INV) written_by]--> Youth in Revolt --[directed_by]--> Miguel Arteta
Neg LogProb(↓):   0.278858
Path Entropy(↓):  0.555362
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by abel gance
Start Entity:     Abel Gance
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Abel Gance --[(INV) directed_by]--> J'accuse! --[has_genre]--> War
Path (Raw):       Abel Gance --[No Operation]--> Abel Gance --[(INV) directed_by]--> J'accuse! --[has_genre]--> War
Neg LogProb(↓):   0.011905
Path Entropy(↓):  0.066350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by john neville
Start Entity:     John Neville
Gold Answer:      [['Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Neville --[(INV) starred_actors]--> The Adventures of Baron Munchausen --[has_genre]--> Comedy
Path (Raw):       John Neville --[No Operation]--> John Neville --[(INV) starred_actors]--> The Adventures of Baron Munchausen --[has_genre]--> Comedy
Neg LogProb(↓):   0.001892
Path Entropy(↓):  0.014681
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with bramwell fletcher
Start Entity:     Bramwell Fletcher
Gold Answer:      [['John Barrymore', 'Marian Marsh']]
Predicted Ans:    John Barrymore
Predicted Path:   Bramwell Fletcher --[(INV) starred_actors]--> Svengali --[starred_actors]--> John Barrymore
Path (Raw):       Bramwell Fletcher --[No Operation]--> Bramwell Fletcher --[(INV) starred_actors]--> Svengali --[starred_actors]--> John Barrymore
Neg LogProb(↓):   0.018295
Path Entropy(↓):  0.102927
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of eric red directed films
Start Entity:     Eric Red
Gold Answer:      [['2008', '1996', '1991']]
Predicted Ans:    1996
Predicted Path:   Eric Red --[(INV) directed_by]--> Bad Moon --[release_year]--> 1996
Path (Raw):       Eric Red --[No Operation]--> Eric Red --[(INV) directed_by]--> Bad Moon --[release_year]--> 1996
Neg LogProb(↓):   0.131828
Path Entropy(↓):  0.464697
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe holiday inn
Start Entity:     Holiday Inn
Gold Answer:      [['christmas', 'bing crosby', 'mark sandrich', 'fred astaire', 'holiday']]
Predicted Ans:    holiday
Predicted Path:   Holiday Inn --[has_tags]--> holiday --[(INV) has_tags]--> Holiday Inn --[has_tags]--> holiday
Path (Raw):       Holiday Inn --[has_tags]--> holiday --[(INV) has_tags]--> Holiday Inn --[has_tags]--> holiday
Neg LogProb(↓):   0.007820
Path Entropy(↓):  0.053227
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the craft
Start Entity:     The Craft
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Craft --[directed_by]--> Andrew Fleming --[(INV) directed_by]--> Dick --[has_genre]--> Comedy
Path (Raw):       The Craft --[directed_by]--> Andrew Fleming --[(INV) directed_by]--> Dick --[has_genre]--> Comedy
Neg LogProb(↓):   0.184832
Path Entropy(↓):  0.478810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the fisher king
Start Entity:     The Fisher King
Gold Answer:      [['Richard LaGravenese']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   The Fisher King --[written_by]--> Richard LaGravenese --[(INV) written_by]--> The Bridges of Madison County --[written_by]--> Richard LaGravenese
Path (Raw):       The Fisher King --[written_by]--> Richard LaGravenese --[(INV) written_by]--> The Bridges of Madison County --[written_by]--> Richard LaGravenese
Neg LogProb(↓):   0.094988
Path Entropy(↓):  0.410509
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of crazy as hell
Start Entity:     Crazy as Hell
Gold Answer:      [['Virginia Madsen', 'Mariel Hemingway', 'Johnny Depp', 'Vincent Spano', 'Marlon Brando', 'Vincenzo Amato', "Peter O'Toole", 'Nora Tschirner', 'Louise Monot']]
Predicted Ans:    Louise Monot
Predicted Path:   Crazy as Hell --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[starred_actors]--> Louise Monot
Path (Raw):       Crazy as Hell --[written_by]--> Jeremy Leven --[(INV) written_by]--> Girl on a Bicycle --[starred_actors]--> Louise Monot
Neg LogProb(↓):   0.218793
Path Entropy(↓):  0.585682
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in read it and weep also appears in which movies
Start Entity:     Read It and Weep
Gold Answer:      [['Sky High', 'Piranha 3DD', 'Girls Against Boys', 'The Ward']]
Predicted Ans:    Sky High
Predicted Path:   Read It and Weep --[starred_actors]--> Danielle Panabaker --[(INV) starred_actors]--> Sky High
Path (Raw):       Read It and Weep --[starred_actors]--> Danielle Panabaker --[No Operation]--> Danielle Panabaker --[(INV) starred_actors]--> Sky High
Neg LogProb(↓):   0.652654
Path Entropy(↓):  0.784072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did felix e. feist direct
Start Entity:     Felix E. Feist
Gold Answer:      [['The Big Trees', 'This Woman Is Dangerous', 'The Devil Thumbs a Ride']]
Predicted Ans:    The Big Trees
Predicted Path:   Felix E. Feist --[(INV) directed_by]--> The Big Trees --[directed_by]--> Felix E. Feist --[(INV) directed_by]--> The Big Trees
Path (Raw):       Felix E. Feist --[(INV) directed_by]--> The Big Trees --[directed_by]--> Felix E. Feist --[(INV) directed_by]--> The Big Trees
Neg LogProb(↓):   0.009768
Path Entropy(↓):  0.058268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did john sweet write
Start Entity:     John Sweet
Gold Answer:      [['The Affair of the Necklace']]
Predicted Ans:    The Affair of the Necklace
Predicted Path:   John Sweet --[(INV) written_by]--> The Affair of the Necklace --[written_by]--> John Sweet --[(INV) written_by]--> The Affair of the Necklace
Path (Raw):       John Sweet --[(INV) written_by]--> The Affair of the Necklace --[written_by]--> John Sweet --[(INV) written_by]--> The Affair of the Necklace
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is tiny furniture
Start Entity:     Tiny Furniture
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Tiny Furniture --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Tiny Furniture --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.151021
Path Entropy(↓):  4.823322
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was craig brewer the writer of
Start Entity:     Craig Brewer
Gold Answer:      [['Black Snake Moan', 'Footloose']]
Predicted Ans:    Black Snake Moan
Predicted Path:   Craig Brewer --[(INV) written_by]--> Black Snake Moan --[written_by]--> Craig Brewer --[(INV) written_by]--> Black Snake Moan
Path (Raw):       Craig Brewer --[(INV) written_by]--> Black Snake Moan --[written_by]--> Craig Brewer --[(INV) written_by]--> Black Snake Moan
Neg LogProb(↓):   0.006306
Path Entropy(↓):  0.040563
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie private parts
Start Entity:     Private Parts
Gold Answer:      [['radio', 'betty thomas']]
Predicted Ans:    betty thomas
Predicted Path:   Private Parts --[has_tags]--> betty thomas --[(INV) has_tags]--> I Spy --[has_tags]--> betty thomas
Path (Raw):       Private Parts --[has_tags]--> betty thomas --[(INV) has_tags]--> I Spy --[has_tags]--> betty thomas
Neg LogProb(↓):   0.001659
Path Entropy(↓):  0.012272
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film intersection were in which genres
Start Entity:     Intersection
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Path (Raw):       Intersection --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[has_genre]--> Drama
Neg LogProb(↓):   0.204871
Path Entropy(↓):  0.492812
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by paul gottlieb were directed by who
Start Entity:     Paul Gottlieb
Gold Answer:      [['George Kaczender']]
Predicted Ans:    George Kaczender
Predicted Path:   Paul Gottlieb --[(INV) written_by]--> In Praise of Older Women --[directed_by]--> George Kaczender
Path (Raw):       Paul Gottlieb --[No Operation]--> Paul Gottlieb --[(INV) written_by]--> In Praise of Older Women --[directed_by]--> George Kaczender
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did philip rosenthal write
Start Entity:     Philip Rosenthal
Gold Answer:      [['Exporting Raymond']]
Predicted Ans:    Exporting Raymond
Predicted Path:   Philip Rosenthal --[(INV) written_by]--> Exporting Raymond --[written_by]--> Philip Rosenthal --[(INV) written_by]--> Exporting Raymond
Path (Raw):       Philip Rosenthal --[(INV) written_by]--> Exporting Raymond --[written_by]--> Philip Rosenthal --[(INV) written_by]--> Exporting Raymond
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with farah khan
Start Entity:     Farah Khan
Gold Answer:      [['Warren Lane', 'Abbas Tyrewala', 'Claude Lelouch']]
Predicted Ans:    Farah Khan
Predicted Path:   Farah Khan --[(INV) written_by]--> Happy New Year --[written_by]--> Farah Khan
Path (Raw):       Farah Khan --[No Operation]--> Farah Khan --[(INV) written_by]--> Happy New Year --[written_by]--> Farah Khan
Neg LogProb(↓):   0.500346
Path Entropy(↓):  0.943905
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies that share screenwriters with the movie bounce
Start Entity:     Bounce
Gold Answer:      [['1995', '1998', '2009', '1992', '2005', '1996', '2014']]
Predicted Ans:    2000
Predicted Path:   Bounce --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[release_year]--> 2000
Path (Raw):       Bounce --[written_by]--> Don Roos --[(INV) written_by]--> Bounce --[release_year]--> 2000
Neg LogProb(↓):   0.159905
Path Entropy(↓):  0.613863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies was melvyn douglas an actor in
Start Entity:     Melvyn Douglas
Gold Answer:      [['Too Many Husbands', 'Annie Oakley', 'The Great Sinner', 'The Americanization of Emily', 'Hotel', "There's Always a Woman", 'The Sea of Grass', "A Woman's Secret", 'Advance to the Rear', 'Ninotchka', 'That Uncertain Feeling', 'Angel', 'Being There', 'The Old Dark House', 'I Met Him in Paris', "A Woman's Face", 'The Tenant', 'Ghost Story', 'The Vampire Bat', 'I Never Sang for My Father', 'Theodora Goes Wild', 'Hud']]
Predicted Ans:    Theodora Goes Wild
Predicted Path:   Melvyn Douglas --[(INV) starred_actors]--> Theodora Goes Wild --[written_by]--> Mary McCarthy --[(INV) written_by]--> Theodora Goes Wild
Path (Raw):       Melvyn Douglas --[(INV) starred_actors]--> Theodora Goes Wild --[written_by]--> Mary McCarthy --[(INV) written_by]--> Theodora Goes Wild
Neg LogProb(↓):   0.187096
Path Entropy(↓):  0.751427
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in earthlings
Start Entity:     Earthlings
Gold Answer:      [['Joaquin Phoenix']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Earthlings --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Earthlings --[starred_actors]--> Joaquin Phoenix --[(INV) starred_actors]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.876790
Path Entropy(↓):  1.484126
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with timo lavikainen
Start Entity:     Timo Lavikainen
Gold Answer:      [['Jasper Pääkkönen', 'Pamela Tola', 'Jussi Vatanen']]
Predicted Ans:    Pamela Tola
Predicted Path:   Timo Lavikainen --[(INV) starred_actors]--> Lapland Odyssey --[starred_actors]--> Pamela Tola
Path (Raw):       Timo Lavikainen --[No Operation]--> Timo Lavikainen --[(INV) starred_actors]--> Lapland Odyssey --[starred_actors]--> Pamela Tola
Neg LogProb(↓):   0.445945
Path Entropy(↓):  0.916677
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by ray enright
Start Entity:     Ray Enright
Gold Answer:      [['1934', '1948', '1942']]
Predicted Ans:    1942
Predicted Path:   Ray Enright --[(INV) directed_by]--> The Spoilers --[release_year]--> 1942
Path (Raw):       Ray Enright --[No Operation]--> Ray Enright --[(INV) directed_by]--> The Spoilers --[release_year]--> 1942
Neg LogProb(↓):   0.727443
Path Entropy(↓):  0.886611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor shaquille o'neal acted together with who
Start Entity:     Shaquille O'Neal
Gold Answer:      [['Annabeth Gish', 'Judd Nelson']]
Predicted Ans:    Shaquille O'Neal
Predicted Path:   Shaquille O'Neal --[(INV) starred_actors]--> Steel --[starred_actors]--> Shaquille O'Neal
Path (Raw):       Shaquille O'Neal --[No Operation]--> Shaquille O'Neal --[(INV) starred_actors]--> Steel --[starred_actors]--> Shaquille O'Neal
Neg LogProb(↓):   0.101394
Path Entropy(↓):  0.333201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by ted danson were written by who
Start Entity:     Ted Danson
Gold Answer:      [['Blake Edwards', 'Joseph Wambaugh', 'Gary David Goldberg', 'John Fusco', 'William Wharton', 'Rick Cleveland', 'Thomas Michael Donnelly', 'David France', 'Lawrence Kasdan', 'Jeffrey D. Brown']]
Predicted Ans:    Rick Cleveland
Predicted Path:   Ted Danson --[(INV) starred_actors]--> Jerry and Tom --[written_by]--> Rick Cleveland
Path (Raw):       Ted Danson --[No Operation]--> Ted Danson --[(INV) starred_actors]--> Jerry and Tom --[written_by]--> Rick Cleveland
Neg LogProb(↓):   0.914437
Path Entropy(↓):  1.225983
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of hope floats
Start Entity:     Hope Floats
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Hope Floats --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Hope Floats --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   3.199222
Path Entropy(↓):  0.181157
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by pola negri
Start Entity:     Pola Negri
Gold Answer:      [['French', 'Spanish', 'German']]
Predicted Ans:    Spanish
Predicted Path:   Pola Negri --[(INV) starred_actors]--> Carmen --[in_language]--> Spanish
Path (Raw):       Pola Negri --[No Operation]--> Pola Negri --[(INV) starred_actors]--> Carmen --[in_language]--> Spanish
Neg LogProb(↓):   0.830055
Path Entropy(↓):  1.109958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for run lola run
Start Entity:     Run Lola Run
Gold Answer:      [['Tom Tykwer']]
Predicted Ans:    Tom Tykwer
Predicted Path:   Run Lola Run --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[directed_by]--> Tom Tykwer
Path (Raw):       Run Lola Run --[directed_by]--> Tom Tykwer --[(INV) directed_by]--> Run Lola Run --[directed_by]--> Tom Tykwer
Neg LogProb(↓):   0.083701
Path Entropy(↓):  0.287719
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by brett davern
Start Entity:     Brett Davern
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Brett Davern --[(INV) starred_actors]--> The Pool Boys --[has_genre]--> Comedy
Path (Raw):       Brett Davern --[No Operation]--> Brett Davern --[(INV) starred_actors]--> The Pool Boys --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with dudley moore
Start Entity:     Dudley Moore
Gold Answer:      [['John Gielgud', 'Julie Andrews', 'Russell Brand', 'Greta Gerwig', 'Albert Brooks', 'Robert Webber', 'Mary Tyler Moore', 'Eddie Murphy', 'Daryl Hannah', 'Barbara Lawrence', 'Linda Darnell', 'Brendan Fraser', 'Rex Harrison', 'Elizabeth Hurley', 'Milo', 'Peter Cook', 'Jennifer Garner', 'Rudy Vallee', 'Elizabeth McGovern', 'Mary Steenburgen', 'Alec Guinness', 'Nastassja Kinski', 'Kirk Cameron', 'Armand Assante', 'Bo Derek', 'Katherine Healy', 'Helen Mirren']]
Predicted Ans:    Dudley Moore
Predicted Path:   Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[starred_actors]--> Dudley Moore
Path (Raw):       Dudley Moore --[No Operation]--> Dudley Moore --[(INV) starred_actors]--> The Adventures of Milo and Otis --[starred_actors]--> Dudley Moore
Neg LogProb(↓):   1.055940
Path Entropy(↓):  1.249582
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What type of movie is the blacksmith
Start Entity:     The Blacksmith
Gold Answer:      [['Comedy', 'Short']]
Predicted Ans:    Comedy
Predicted Path:   The Blacksmith --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Blacksmith --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.190188
Path Entropy(↓):  4.419540
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in white men can't jump also appears in which films
Start Entity:     White Men Can't Jump
Gold Answer:      [['How to Make Money Selling Drugs', 'Murder at 1600', 'Game of Death', 'Now You See Me', 'Blade II', 'The Fan', 'Zombieland', 'Unstoppable', 'Gallowwalkers', 'The Contractor', 'One Night Stand', 'Natural Born Killers', 'Futuresport', 'The Marksman', 'The Art of War', 'Drop Zone', 'The People vs. Larry Flynt', 'Seven Pounds', 'The Cowboy Way', 'Free Birds', 'Game Change', 'Palmetto', 'Out of the Furnace', '7 Seconds', 'The Messenger', 'A Prairie Home Companion', 'Sugar Hill', 'The Grand', 'Demolition Man', 'The Prize Winner of Defiance, Ohio', 'Defendor', 'Passenger 57', 'Hard Luck', "Brooklyn's Finest", 'Grass', 'Blade', 'Boiling Point', 'Semi-Pro', 'Doc Hollywood', 'New Jack City', 'Kingpin', "Mo' Better Blues", 'Rampart', 'Indecent Proposal', 'Bunraku', 'Chaos', 'Rising Sun', 'Play It to the Bone', 'Scorched', 'Jungle Fever', 'Transsiberian', 'After the Sunset', 'Money Train', 'The Hi-Lo Country', 'Surfer, Dude', 'The Detonator', 'Undisputed', 'U.S. Marshals']]
Predicted Ans:    Chaos
Predicted Path:   White Men Can't Jump --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Path (Raw):       White Men Can't Jump --[starred_actors]--> Wesley Snipes --[No Operation]--> Wesley Snipes --[(INV) starred_actors]--> Chaos
Neg LogProb(↓):   1.238284
Path Entropy(↓):  2.156489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with natural born killers
Start Entity:     Natural Born Killers
Gold Answer:      [['Midnight Express', 'Grindhouse', '8 Million Ways to Die', 'Reservoir Dogs', 'Four Rooms', 'Inglourious Basterds', 'Any Given Sunday', 'Django Unchained', 'Pulp Fiction', 'Alexander', 'Nixon', 'Death Proof', 'Savages', 'JFK', 'Evita', 'True Romance', 'Talk Radio', 'Comandante', 'The Doors', 'Conan the Barbarian', 'Salvador', 'Jackie Brown', 'Year of the Dragon', 'The Hand', 'Platoon', 'Wall Street', 'Born on the Fourth of July', 'Seizure', 'Scarface']]
Predicted Ans:    Natural Born Killers
Predicted Path:   Natural Born Killers --[written_by]--> Richard Rutowski --[(INV) written_by]--> Natural Born Killers
Path (Raw):       Natural Born Killers --[No Operation]--> Natural Born Killers --[written_by]--> Richard Rutowski --[(INV) written_by]--> Natural Born Killers
Neg LogProb(↓):   1.175606
Path Entropy(↓):  1.691361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by james thurber were in which languages
Start Entity:     James Thurber
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   James Thurber --[(INV) written_by]--> The Secret Life of Walter Mitty --[in_language]--> English
Path (Raw):       James Thurber --[No Operation]--> James Thurber --[(INV) written_by]--> The Secret Life of Walter Mitty --[in_language]--> English
Neg LogProb(↓):   0.700026
Path Entropy(↓):  0.738890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with ravi kumar
Start Entity:     Ravi Kumar
Gold Answer:      [['Phil Dornfeld', 'George Augusto']]
Predicted Ans:    Ravi Kumar
Predicted Path:   Ravi Kumar --[(INV) written_by]--> Guilty Hearts --[written_by]--> Ravi Kumar
Path (Raw):       Ravi Kumar --[No Operation]--> Ravi Kumar --[(INV) written_by]--> Guilty Hearts --[written_by]--> Ravi Kumar
Neg LogProb(↓):   0.019350
Path Entropy(↓):  0.118153
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which films did rob marshall direct
Start Entity:     Rob Marshall
Gold Answer:      [['Memoirs of a Geisha', 'Into the Woods', 'Nine', 'Chicago']]
Predicted Ans:    Nine
Predicted Path:   Rob Marshall --[(INV) directed_by]--> Nine --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine
Path (Raw):       Rob Marshall --[(INV) directed_by]--> Nine --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine
Neg LogProb(↓):   0.102764
Path Entropy(↓):  0.482022
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by charles bukowski
Start Entity:     Charles Bukowski
Gold Answer:      [['Mickey Rourke', 'Matt Dillon', 'Ben Gazzara', 'Burt Pugach', 'Ornella Muti', 'Faye Dunaway']]
Predicted Ans:    Matt Dillon
Predicted Path:   Charles Bukowski --[(INV) written_by]--> Factotum --[starred_actors]--> Matt Dillon
Path (Raw):       Charles Bukowski --[No Operation]--> Charles Bukowski --[(INV) written_by]--> Factotum --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.051956
Path Entropy(↓):  0.201304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by paolo taviani
Start Entity:     Paolo Taviani
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Paolo Taviani --[(INV) written_by]--> The Night of the Shooting Stars --[in_language]--> Italian
Path (Raw):       Paolo Taviani --[No Operation]--> Paolo Taviani --[(INV) written_by]--> The Night of the Shooting Stars --[in_language]--> Italian
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000074
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by bjørn lomborg
Start Entity:     Bjørn Lomborg
Gold Answer:      [['Ondi Timoner']]
Predicted Ans:    Ondi Timoner
Predicted Path:   Bjørn Lomborg --[(INV) written_by]--> Cool It --[directed_by]--> Ondi Timoner
Path (Raw):       Bjørn Lomborg --[No Operation]--> Bjørn Lomborg --[(INV) written_by]--> Cool It --[directed_by]--> Ondi Timoner
Neg LogProb(↓):   0.206438
Path Entropy(↓):  0.490713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie lapland odyssey are written by who
Start Entity:     Lapland Odyssey
Gold Answer:      [['Aku Louhimies']]
Predicted Ans:    Aku Louhimies
Predicted Path:   Lapland Odyssey --[starred_actors]--> Pamela Tola --[(INV) starred_actors]--> Frozen Land --[written_by]--> Aku Louhimies
Path (Raw):       Lapland Odyssey --[starred_actors]--> Pamela Tola --[(INV) starred_actors]--> Frozen Land --[written_by]--> Aku Louhimies
Neg LogProb(↓):   0.210300
Path Entropy(↓):  0.631045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the shipping news
Start Entity:     The Shipping News
Gold Answer:      [['Charlotte Le Bon', 'Emily Blunt', 'Manish Dayal', 'Jennifer Lopez', 'Juliette Lewis', 'Holly Hunter', 'Gena Rowlands', 'Tomas von Brömssen', 'Anton Glanzelius', 'Melinda Kinnaman', 'Channing Tatum', 'Robert Redford', 'Julianne Hough', 'François Cluzet', 'Dennis Quaid', 'Julia Roberts', 'Johnny Depp', 'Amanda Seyfried', 'Leonardo DiCaprio', 'Heath Ledger', 'Robert Duvall', 'Isaach De Bankolé', 'Giulia Boschi', 'Laura San Giacomo', 'Richard Dreyfuss', 'Danny Aiello', 'Morgan Freeman', 'Amr Waked', 'Helen Mirren', 'Om Puri']]
Predicted Ans:    Cate Blanchett
Predicted Path:   The Shipping News --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Shipping News --[starred_actors]--> Cate Blanchett
Path (Raw):       The Shipping News --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> The Shipping News --[starred_actors]--> Cate Blanchett
Neg LogProb(↓):   1.343238
Path Entropy(↓):  2.163102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was colors directed by
Start Entity:     Colors
Gold Answer:      [['Dennis Hopper']]
Predicted Ans:    Dennis Hopper
Predicted Path:   Colors --[directed_by]--> Dennis Hopper --[(INV) directed_by]--> Chasers --[directed_by]--> Dennis Hopper
Path (Raw):       Colors --[directed_by]--> Dennis Hopper --[(INV) directed_by]--> Chasers --[directed_by]--> Dennis Hopper
Neg LogProb(↓):   0.285642
Path Entropy(↓):  0.765132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of lacombe, lucien
Start Entity:     Lacombe, Lucien
Gold Answer:      [['Louis Malle', 'Roger Vadim', 'Federico Fellini', 'Roy William Neill']]
Predicted Ans:    Louis Malle
Predicted Path:   Lacombe, Lucien --[written_by]--> Louis Malle --[(INV) written_by]--> Elevator to the Gallows --[directed_by]--> Louis Malle
Path (Raw):       Lacombe, Lucien --[written_by]--> Louis Malle --[(INV) written_by]--> Elevator to the Gallows --[directed_by]--> Louis Malle
Neg LogProb(↓):   1.000057
Path Entropy(↓):  1.967166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie dark house are directed by who
Start Entity:     Dark House
Gold Answer:      [['Brian Yuzna', 'Stuart Gordon', 'Tim Burton']]
Predicted Ans:    Tim Burton
Predicted Path:   Dark House --[starred_actors]--> Diane Salinger --[(INV) starred_actors]--> Pee-wee's Big Adventure --[directed_by]--> Tim Burton
Path (Raw):       Dark House --[starred_actors]--> Diane Salinger --[(INV) starred_actors]--> Pee-wee's Big Adventure --[directed_by]--> Tim Burton
Neg LogProb(↓):   0.562599
Path Entropy(↓):  1.028938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of cold turkey
Start Entity:     Cold Turkey
Gold Answer:      [['Night at the Museum', 'Mary Poppins', 'Divorce American Style', 'Fitzwilly', 'Never a Dull Moment', 'Lt. Robin Crusoe, U.S.N.', 'Chitty Chitty Bang Bang', 'Bye Bye Birdie']]
Predicted Ans:    Divorce American Style
Predicted Path:   Cold Turkey --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Divorce American Style
Path (Raw):       Cold Turkey --[No Operation]--> Cold Turkey --[starred_actors]--> Dick Van Dyke --[(INV) starred_actors]--> Divorce American Style
Neg LogProb(↓):   0.626258
Path Entropy(↓):  1.201377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by charles r. jackson were directed by who
Start Entity:     Charles R. Jackson
Gold Answer:      [['Billy Wilder']]
Predicted Ans:    Billy Wilder
Predicted Path:   Charles R. Jackson --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Path (Raw):       Charles R. Jackson --[No Operation]--> Charles R. Jackson --[(INV) written_by]--> The Lost Weekend --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by bret roberts released
Start Entity:     Bret Roberts
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Bret Roberts --[(INV) starred_actors]--> The Violent Kind --[release_year]--> 2010
Path (Raw):       Bret Roberts --[No Operation]--> Bret Roberts --[(INV) starred_actors]--> The Violent Kind --[release_year]--> 2010
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie purely belter
Start Entity:     Purely Belter
Gold Answer:      [['Roy Hudd', 'Greg McLane', 'Chris Beattie', 'Charlie Hardwick']]
Predicted Ans:    Charlie Hardwick
Predicted Path:   Purely Belter --[starred_actors]--> Charlie Hardwick --[(INV) starred_actors]--> Purely Belter --[starred_actors]--> Charlie Hardwick
Path (Raw):       Purely Belter --[starred_actors]--> Charlie Hardwick --[(INV) starred_actors]--> Purely Belter --[starred_actors]--> Charlie Hardwick
Neg LogProb(↓):   0.068791
Path Entropy(↓):  0.360189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with andrew traucki
Start Entity:     Andrew Traucki
Gold Answer:      [['David Nerlich']]
Predicted Ans:    Andrew Traucki
Predicted Path:   Andrew Traucki --[(INV) written_by]--> Black Water --[written_by]--> Andrew Traucki
Path (Raw):       Andrew Traucki --[No Operation]--> Andrew Traucki --[(INV) written_by]--> Black Water --[written_by]--> Andrew Traucki
Neg LogProb(↓):   0.059876
Path Entropy(↓):  0.254593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by bob fisher starred who
Start Entity:     Bob Fisher
Gold Answer:      [['Vince Vaughn', 'Christopher Walken', 'Owen Wilson']]
Predicted Ans:    Christopher Walken
Predicted Path:   Bob Fisher --[(INV) written_by]--> Wedding Crashers --[starred_actors]--> Christopher Walken
Path (Raw):       Bob Fisher --[No Operation]--> Bob Fisher --[(INV) written_by]--> Wedding Crashers --[starred_actors]--> Christopher Walken
Neg LogProb(↓):   0.502111
Path Entropy(↓):  0.677200
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the film the return of doctor x
Start Entity:     The Return of Doctor X
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Return of Doctor X --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       The Return of Doctor X --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   3.195569
Path Entropy(↓):  4.497948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe blue city
Start Entity:     Blue City
Gold Answer:      [['small town', 'florida']]
Predicted Ans:    florida
Predicted Path:   Blue City --[has_tags]--> florida --[(INV) has_tags]--> Blue City --[has_tags]--> florida
Path (Raw):       Blue City --[has_tags]--> florida --[(INV) has_tags]--> Blue City --[has_tags]--> florida
Neg LogProb(↓):   0.002287
Path Entropy(↓):  0.016295
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the philadelphia story
Start Entity:     The Philadelphia Story
Gold Answer:      [['William Dieterle', 'William A. Seiter', 'Norman Taurog', 'James Flood', 'Delmer Daves', 'Anthony Harvey', 'William A. Wellman', 'Mark Rydell', 'Leslie Fenton', 'George Schaefer', 'Otto Preminger', 'Melville Shavelson', 'Stanley Kramer', 'Ernst Lubitsch', 'Elliott Nugent', 'Roger Michell', 'Andrew V. McLaglen', 'Don Siegel', 'Gillian Armstrong', 'Delbert Mann', 'Irving Rapper', 'Josef von Sternberg', 'Lewis Allen', 'Mervyn LeRoy', 'Richard Thorpe', 'Walter Lang', 'Billy Wilder', 'John Woo', 'Anthony Mann', 'Stanley Donen', 'Irving Reis', 'Jack Clayton', 'Richard Brooks', 'Harold S. Bucquet', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Howard Hawks', 'John Cromwell', 'Vincent McEveety', 'Joseph Anthony', 'Roy Del Ruth', 'Henry Hathaway', 'Robert Aldrich', 'King Vidor', 'George Marshall', 'Ingmar Bergman', 'Michael Curtiz', 'Francis Ford Coppola', 'Wesley Ruggles', 'Vincente Minnelli', 'Alfred Hitchcock', 'Robert B. Bean', 'Elia Kazan', 'George Cukor', 'Don Hartman', 'Garson Kanin', 'Edward Dmytryk', 'Glenn Gordon Caron', 'John Huston', 'Blake Edwards', 'Frank Borzage', 'Henry Koster', 'Sidney Sheldon', 'John Ford', 'Dorothy Arzner', 'Baz Luhrmann', 'Nicholas Ray', 'George Fitzmaurice', 'Frank Capra', 'Stuart Millar', 'Paul Newman', 'Leo McCarey', 'Lowell Sherman', 'Gene Kelly', 'H.C. Potter', 'George Stevens', 'Clarence Brown', 'Mark Sandrich']]
Predicted Ans:    Leo McCarey
Predicted Path:   The Philadelphia Story --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[directed_by]--> Leo McCarey
Path (Raw):       The Philadelphia Story --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[directed_by]--> Leo McCarey
Neg LogProb(↓):   1.410232
Path Entropy(↓):  2.299131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film code unknown were in which languages
Start Entity:     Code Unknown
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Code Unknown --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[in_language]--> German
Path (Raw):       Code Unknown --[directed_by]--> Michael Haneke --[(INV) directed_by]--> The Castle --[in_language]--> German
Neg LogProb(↓):   1.162598
Path Entropy(↓):  1.203635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed day watch
Start Entity:     Day Watch
Gold Answer:      [['Fantasy', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   Day Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Day Watch --[has_genre]--> Action
Path (Raw):       Day Watch --[directed_by]--> Timur Bekmambetov --[(INV) directed_by]--> Day Watch --[has_genre]--> Action
Neg LogProb(↓):   0.140336
Path Entropy(↓):  0.476161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of the good earth starred who
Start Entity:     The Good Earth
Gold Answer:      [['Judy Garland', 'Van Johnson', 'Chiwetel Ejiofor', 'Hilary Swank', 'Lana Turner', 'Myrna Loy', 'Fredric March', 'Charles Laughton', 'Vivien Leigh', 'Eugene Pallette', 'Percy Marmont', 'Ernest Torrence', 'Ingrid Bergman', 'Lionel Barrymore', 'Franchot Tone', 'Hedy Lamarr', 'Donald Crisp', 'John Barrymore', 'Lee Tracy', 'John Garfield', 'Herbert Marshall', 'Frank Morgan', 'Clara Bow', 'Jean Harlow', 'Clark Gable', 'Leslie Howard', 'Ray Bolger', 'Spencer Tracy', 'Irene Dunne', 'Merle Oberon', 'Mary Astor', 'Norma Shearer', 'Bert Lahr']]
Predicted Ans:    Norma Shearer
Predicted Path:   The Good Earth --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> The Barretts of Wimpole Street --[starred_actors]--> Norma Shearer
Path (Raw):       The Good Earth --[directed_by]--> Sidney Franklin --[(INV) directed_by]--> The Barretts of Wimpole Street --[starred_actors]--> Norma Shearer
Neg LogProb(↓):   0.406501
Path Entropy(↓):  0.651502
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of i vitelloni is also the director of which films
Start Entity:     I Vitelloni
Gold Answer:      [["Boccaccio '70", 'City of Women', 'La Strada', 'The White Sheik', 'Juliet of the Spirits', 'La Dolce Vita', 'Amarcord', "Fellini's Casanova", 'Orchestra Rehearsal', '8½', 'Variety Lights', 'Intervista', 'And the Ship Sails On', 'Roma', 'Il Bidone', 'The Clowns', 'Spirits of the Dead', 'Ginger and Fred']]
Predicted Ans:    Roma
Predicted Path:   I Vitelloni --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Roma
Path (Raw):       I Vitelloni --[directed_by]--> Federico Fellini --[(INV) directed_by]--> Roma --[No Operation]--> Roma
Neg LogProb(↓):   1.738382
Path Entropy(↓):  2.437389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by john leguizamo were released in which years
Start Entity:     John Leguizamo
Gold Answer:      [['1998', '2000', '1997', '2001', '1993', '2010', '1996', '1999', '2002', '2014']]
Predicted Ans:    1997
Predicted Path:   John Leguizamo --[(INV) written_by]--> The Pest --[release_year]--> 1997
Path (Raw):       John Leguizamo --[No Operation]--> John Leguizamo --[(INV) written_by]--> The Pest --[release_year]--> 1997
Neg LogProb(↓):   1.162233
Path Entropy(↓):  1.652880
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by jim garrison
Start Entity:     Jim Garrison
Gold Answer:      [['Oliver Stone']]
Predicted Ans:    Oliver Stone
Predicted Path:   Jim Garrison --[(INV) written_by]--> JFK --[directed_by]--> Oliver Stone
Path (Raw):       Jim Garrison --[No Operation]--> Jim Garrison --[(INV) written_by]--> JFK --[directed_by]--> Oliver Stone
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the couch trip
Start Entity:     The Couch Trip
Gold Answer:      [['Andrew Solt', 'Ronald Neame', 'Aram Avakian', 'Edward Dmytryk', 'Peter Farrelly', 'Elaine May', 'George Armitage', 'Michael Pressman', 'Norman Taurog', 'Tom Mankiewicz', 'Buster Keaton', 'Ivan Reitman', 'Stuart Rosenberg', 'Herb Gardner', 'Bob Clark', 'Merian C. Cooper', 'Jay Sandrich', 'John Landis', 'Diane Keaton', 'Donald Petrie', 'Jack Lemmon', 'Richard Benjamin', 'Lewis Milestone', 'Billy Wilder', 'Nicholas Ray', 'Eric Brevig', 'Martin Ritt', 'Michael Curtiz', 'Jonathan Lynn', 'David Miller', 'Larry Peerce', 'Rod Daniel', 'Malcolm Leo', 'Gene Wilder', 'Joel Schumacher', 'Martha Coolidge', 'Nicholas Stoller', 'Charles Matthau', 'Herbert Ross', 'Walter Bernstein', 'Stanley Donen', 'Harvey Miller', 'Joseph Sargent', 'Howard Zieff', 'Steve Barron', 'Alexander Hall', 'Gene Saks', 'John G. Avildsen', 'Steven Spielberg', 'Jesse Peretz', 'Howard Deutch', 'Don Siegel', 'Martin Brest', 'Gene Kelly', 'Fred Schepisi', 'Garry Marshall', 'John Guillermin', 'Tom DeCerchio', 'Brian Levant', 'Ernest B. Schoedsack', 'Peter Jackson', 'Nick Castle', 'Elia Kazan', 'Arthur Hiller', 'Michael Ritchie']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Couch Trip --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Path (Raw):       The Couch Trip --[starred_actors]--> Walter Matthau --[(INV) starred_actors]--> The Front Page --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.995516
Path Entropy(↓):  2.110151
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did debby ryan star in
Start Entity:     Debby Ryan
Gold Answer:      [['Radio Rebel', 'What If...']]
Predicted Ans:    What If...
Predicted Path:   Debby Ryan --[(INV) starred_actors]--> Radio Rebel --[starred_actors]--> Debby Ryan --[(INV) starred_actors]--> What If...
Path (Raw):       Debby Ryan --[(INV) starred_actors]--> Radio Rebel --[starred_actors]--> Debby Ryan --[(INV) starred_actors]--> What If...
Neg LogProb(↓):   0.311203
Path Entropy(↓):  0.730031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film riot on sunset strip starred which actors
Start Entity:     Riot on Sunset Strip
Gold Answer:      [['Michael Evans', 'Mimsy Farmer', 'Aldo Ray']]
Predicted Ans:    Michael Evans
Predicted Path:   Riot on Sunset Strip --[starred_actors]--> Michael Evans --[(INV) starred_actors]--> Riot on Sunset Strip --[starred_actors]--> Michael Evans
Path (Raw):       Riot on Sunset Strip --[starred_actors]--> Michael Evans --[(INV) starred_actors]--> Riot on Sunset Strip --[starred_actors]--> Michael Evans
Neg LogProb(↓):   0.542868
Path Entropy(↓):  1.168629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director krishna rao
Start Entity:     Krishna Rao
Gold Answer:      [['Stuart Wilson', 'Andrea Roth', 'Josh Charles', 'Rutger Hauer']]
Predicted Ans:    Rutger Hauer
Predicted Path:   Krishna Rao --[(INV) directed_by]--> Crossworlds --[starred_actors]--> Rutger Hauer
Path (Raw):       Krishna Rao --[No Operation]--> Krishna Rao --[(INV) directed_by]--> Crossworlds --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.008749
Path Entropy(↓):  0.057457
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of seven beauties
Start Entity:     Seven Beauties
Gold Answer:      [['Richard Pryor', 'Madonna', 'Paolo Villaggio', 'Giancarlo Giannini', 'Mariangela Melato', 'Bruce Greenwood']]
Predicted Ans:    Giancarlo Giannini
Predicted Path:   Seven Beauties --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Seven Beauties --[starred_actors]--> Giancarlo Giannini
Path (Raw):       Seven Beauties --[written_by]--> Lina Wertmüller --[(INV) written_by]--> Seven Beauties --[starred_actors]--> Giancarlo Giannini
Neg LogProb(↓):   0.536912
Path Entropy(↓):  0.940707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with a song to remember in
Start Entity:     A Song to Remember
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   A Song to Remember --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       A Song to Remember --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.694579
Path Entropy(↓):  0.704888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of lifeboat
Start Entity:     Lifeboat
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Lifeboat --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Path (Raw):       Lifeboat --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.857462
Path Entropy(↓):  1.289622
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film downhill racer
Start Entity:     Downhill Racer
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '1985', '1967', '1979', '1974', '1984', '1977', '2007', '1998', '2010', '2004', '1973', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '1989', '1996', '1981', '2012', '1986', '2013', '1962', '1988', '1978', '2000', '1997', '1949', '1975', '1966', '1950', '2005', '1991', '1965', '1987', '1969']]
Predicted Ans:    1969
Predicted Path:   Downhill Racer --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Path (Raw):       Downhill Racer --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> Butch Cassidy and the Sundance Kid --[release_year]--> 1969
Neg LogProb(↓):   2.029368
Path Entropy(↓):  2.969694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for french twist
Start Entity:     French Twist
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   French Twist --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Path (Raw):       French Twist --[has_genre]--> Comedy --[(INV) has_genre]--> Critical Condition --[has_genre]--> Comedy
Neg LogProb(↓):   3.450536
Path Entropy(↓):  4.456542
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by stephen merchant
Start Entity:     Stephen Merchant
Gold Answer:      [['Ricky Gervais']]
Predicted Ans:    Ricky Gervais
Predicted Path:   Stephen Merchant --[(INV) written_by]--> Cemetery Junction --[directed_by]--> Ricky Gervais
Path (Raw):       Stephen Merchant --[No Operation]--> Stephen Merchant --[(INV) written_by]--> Cemetery Junction --[directed_by]--> Ricky Gervais
Neg LogProb(↓):   0.119221
Path Entropy(↓):  0.389951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie quartet were in which languages
Start Entity:     Quartet
Gold Answer:      [['French', 'English', 'Greek', 'Russian', 'German']]
Predicted Ans:    English
Predicted Path:   Quartet --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Path (Raw):       Quartet --[starred_actors]--> Maggie Smith --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.966407
Path Entropy(↓):  1.090625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film lawyer man
Start Entity:     Lawyer Man
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lawyer Man --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Lawyer Man --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.419100
Path Entropy(↓):  4.604579
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by jordan melamed were directed by who
Start Entity:     Jordan Melamed
Gold Answer:      [['Joel Schumacher']]
Predicted Ans:    Michael Bacall
Predicted Path:   Jordan Melamed --[(INV) directed_by]--> Manic --[written_by]--> Michael Bacall
Path (Raw):       Jordan Melamed --[No Operation]--> Jordan Melamed --[(INV) directed_by]--> Manic --[written_by]--> Michael Bacall
Neg LogProb(↓):   0.000276
Path Entropy(↓):  0.002801
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies directed by ray milland
Start Entity:     Ray Milland
Gold Answer:      [['Raymond Huntley']]
Predicted Ans:    Ray Milland
Predicted Path:   Ray Milland --[(INV) directed_by]--> Panic in Year Zero! --[starred_actors]--> Ray Milland
Path (Raw):       Ray Milland --[No Operation]--> Ray Milland --[(INV) directed_by]--> Panic in Year Zero! --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.000041
Path Entropy(↓):  0.000453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director that directed the big empty
Start Entity:     The Big Empty
Gold Answer:      [['Steve Anderson']]
Predicted Ans:    Steve Anderson
Predicted Path:   The Big Empty --[directed_by]--> Steve Anderson --[(INV) directed_by]--> The Big Empty --[directed_by]--> Steve Anderson
Path (Raw):       The Big Empty --[directed_by]--> Steve Anderson --[(INV) directed_by]--> The Big Empty --[directed_by]--> Steve Anderson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of captain america
Start Entity:     Captain America
Gold Answer:      [['Jon Favreau', 'Tim Story']]
Predicted Ans:    Jon Favreau
Predicted Path:   Captain America --[written_by]--> Jack Kirby --[(INV) written_by]--> Iron Man --[directed_by]--> Jon Favreau
Path (Raw):       Captain America --[written_by]--> Jack Kirby --[(INV) written_by]--> Iron Man --[directed_by]--> Jon Favreau
Neg LogProb(↓):   0.026256
Path Entropy(↓):  0.133044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by takeshi kitano
Start Entity:     Takeshi Kitano
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Documentary
Predicted Path:   Takeshi Kitano --[(INV) directed_by]--> Outrage --[has_genre]--> Documentary
Path (Raw):       Takeshi Kitano --[No Operation]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[has_genre]--> Documentary
Neg LogProb(↓):   0.109748
Path Entropy(↓):  0.426706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of contract killers
Start Entity:     Contract Killers
Gold Answer:      [['Mother Lode', 'Rapid Fire', 'Beauty and the Beast', 'Death Ship']]
Predicted Ans:    Beauty and the Beast
Predicted Path:   Contract Killers --[starred_actors]--> Rhett Giles --[(INV) starred_actors]--> Beauty and the Beast
Path (Raw):       Contract Killers --[starred_actors]--> Rhett Giles --[No Operation]--> Rhett Giles --[(INV) starred_actors]--> Beauty and the Beast
Neg LogProb(↓):   0.002667
Path Entropy(↓):  0.020644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie there goes my heart
Start Entity:     There Goes My Heart
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   There Goes My Heart --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       There Goes My Heart --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.351591
Path Entropy(↓):  0.623162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by carter smith were written by who
Start Entity:     Carter Smith
Gold Answer:      [['Christopher Barzak']]
Predicted Ans:    Carter Smith
Predicted Path:   Carter Smith --[(INV) directed_by]--> Jamie Marks Is Dead --[written_by]--> Carter Smith
Path (Raw):       Carter Smith --[No Operation]--> Carter Smith --[(INV) directed_by]--> Jamie Marks Is Dead --[written_by]--> Carter Smith
Neg LogProb(↓):   0.431659
Path Entropy(↓):  1.002774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies directed by john paizs
Start Entity:     John Paizs
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   John Paizs --[(INV) directed_by]--> Crime Wave --[has_genre]--> Crime
Path (Raw):       John Paizs --[No Operation]--> John Paizs --[(INV) directed_by]--> Crime Wave --[has_genre]--> Crime
Neg LogProb(↓):   0.000414
Path Entropy(↓):  0.003890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the devil rides out
Start Entity:     The Devil Rides Out
Gold Answer:      [['Paul Annett', 'Rodney Gibbons', 'Robin Hardy', 'Jesús Franco', 'Alan Gibson', 'John Gilling', 'Gordon Hessler', 'Roy Ward Baker', 'Karl Freund', 'Steve Carver', 'Peter Sykes', 'Terence Fisher', 'John Llewellyn Moxey', 'Stephen Sommers', 'Don Sharp', 'Peter Sasdy', 'Freddie Francis', 'Jeremy Summers', 'Guy Hamilton', 'Peter Duffell', 'Neil LaBute', 'Antti Jokinen', 'Sidney Lanfield', 'Fraser Clarke Heston', 'Eugenio Martín']]
Predicted Ans:    Rodney Gibbons
Predicted Path:   The Devil Rides Out --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Rodney Gibbons
Path (Raw):       The Devil Rides Out --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Rodney Gibbons
Neg LogProb(↓):   0.963562
Path Entropy(↓):  2.060052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of takeshis '
Start Entity:     Takeshis'
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Horror']]
Predicted Ans:    Documentary
Predicted Path:   Takeshis' --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[has_genre]--> Documentary
Path (Raw):       Takeshis' --[directed_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[has_genre]--> Documentary
Neg LogProb(↓):   0.209830
Path Entropy(↓):  0.635866
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by bryan cranston were released in which years
Start Entity:     Bryan Cranston
Gold Answer:      [['1998', '1954', '1990', '2014', '2012', '2011', '2013']]
Predicted Ans:    2012
Predicted Path:   Bryan Cranston --[(INV) starred_actors]--> Total Recall --[release_year]--> 2012
Path (Raw):       Bryan Cranston --[No Operation]--> Bryan Cranston --[(INV) starred_actors]--> Total Recall --[release_year]--> 2012
Neg LogProb(↓):   1.057874
Path Entropy(↓):  1.356178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by david lochary
Start Entity:     David Lochary
Gold Answer:      [['John Waters']]
Predicted Ans:    John Waters
Predicted Path:   David Lochary --[(INV) starred_actors]--> Pink Flamingos --[directed_by]--> John Waters
Path (Raw):       David Lochary --[No Operation]--> David Lochary --[(INV) starred_actors]--> Pink Flamingos --[directed_by]--> John Waters
Neg LogProb(↓):   0.215851
Path Entropy(↓):  0.551299
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with nick baldasare
Start Entity:     Nick Baldasare
Gold Answer:      [['Christina Veronica', 'Donna Frotscher']]
Predicted Ans:    Nick Baldasare
Predicted Path:   Nick Baldasare --[(INV) starred_actors]--> They Bite --[starred_actors]--> Nick Baldasare
Path (Raw):       Nick Baldasare --[No Operation]--> Nick Baldasare --[(INV) starred_actors]--> They Bite --[starred_actors]--> Nick Baldasare
Neg LogProb(↓):   0.004811
Path Entropy(↓):  0.033652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films directed by koen mortier
Start Entity:     Koen Mortier
Gold Answer:      [['Flemish']]
Predicted Ans:    Flemish
Predicted Path:   Koen Mortier --[(INV) directed_by]--> Ex Drummer --[in_language]--> Flemish
Path (Raw):       Koen Mortier --[No Operation]--> Koen Mortier --[(INV) directed_by]--> Ex Drummer --[in_language]--> Flemish
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie penny serenade starred who
Start Entity:     Penny Serenade
Gold Answer:      [['Irene Dunne', 'Cary Grant', 'Edgar Buchanan', 'Beulah Bondi']]
Predicted Ans:    Cary Grant
Predicted Path:   Penny Serenade --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Wings in the Dark --[starred_actors]--> Cary Grant
Path (Raw):       Penny Serenade --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> Wings in the Dark --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.818591
Path Entropy(↓):  1.795758
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was rick alverson a writer on
Start Entity:     Rick Alverson
Gold Answer:      [['The Comedy']]
Predicted Ans:    The Comedy
Predicted Path:   Rick Alverson --[(INV) written_by]--> The Comedy --[written_by]--> Rick Alverson --[(INV) written_by]--> The Comedy
Path (Raw):       Rick Alverson --[(INV) written_by]--> The Comedy --[written_by]--> Rick Alverson --[(INV) written_by]--> The Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of leila
Start Entity:     Leila
Gold Answer:      [['Persian']]
Predicted Ans:    Hamoun
Predicted Path:   Leila --[directed_by]--> Dariush Mehrjui --[(INV) directed_by]--> Hamoun
Path (Raw):       Leila --[directed_by]--> Dariush Mehrjui --[(INV) directed_by]--> Hamoun --[No Operation]--> Hamoun
Neg LogProb(↓):   0.000060
Path Entropy(↓):  0.000667
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in adventure in baltimore
Start Entity:     Adventure in Baltimore
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Romance']]
Predicted Ans:    Western
Predicted Path:   Adventure in Baltimore --[starred_actors]--> John Agar --[(INV) starred_actors]--> Along the Great Divide --[has_genre]--> Western
Path (Raw):       Adventure in Baltimore --[starred_actors]--> John Agar --[(INV) starred_actors]--> Along the Great Divide --[has_genre]--> Western
Neg LogProb(↓):   1.031251
Path Entropy(↓):  1.944312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in mad city
Start Entity:     Mad City
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Mad City --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Mad City --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.835134
Path Entropy(↓):  2.776891
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by edward f. cline released
Start Entity:     Edward F. Cline
Gold Answer:      [['1920', '1922', '1921']]
Predicted Ans:    1922
Predicted Path:   Edward F. Cline --[(INV) written_by]--> Cops --[release_year]--> 1922
Path (Raw):       Edward F. Cline --[No Operation]--> Edward F. Cline --[(INV) written_by]--> Cops --[release_year]--> 1922
Neg LogProb(↓):   0.980918
Path Entropy(↓):  1.316409
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in yolanda and the thief
Start Entity:     Yolanda and the Thief
Gold Answer:      [['Fred Astaire', 'Frank Morgan', 'Mildred Natwick', 'Lucille Bremer']]
Predicted Ans:    Fred Astaire
Predicted Path:   Yolanda and the Thief --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Funny Face --[starred_actors]--> Fred Astaire
Path (Raw):       Yolanda and the Thief --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Funny Face --[starred_actors]--> Fred Astaire
Neg LogProb(↓):   0.782688
Path Entropy(↓):  1.286646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by terence young
Start Entity:     Terence Young
Gold Answer:      [['Richard Maibaum', 'René Hardy', 'Richard Matheson', 'Michel Arnold', 'Joseph Kessel', 'Johanna Harwood', 'Berkely Mather', 'Frederick Knott', 'Claude Anet', 'Ian Fleming', 'Irma von Cube', 'Jack Whittingham', 'John Hopkins', 'Kevin McClory', 'William Marchant', 'Robert Carrington', 'Peter Maas']]
Predicted Ans:    Joseph Kessel
Predicted Path:   Terence Young --[(INV) directed_by]--> Mayerling --[written_by]--> Joseph Kessel
Path (Raw):       Terence Young --[No Operation]--> Terence Young --[(INV) directed_by]--> Mayerling --[written_by]--> Joseph Kessel
Neg LogProb(↓):   0.122010
Path Entropy(↓):  0.564966
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of the boys in company c
Start Entity:     The Boys in Company C
Gold Answer:      [['Sidney J. Furie']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   The Boys in Company C --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[directed_by]--> Sidney J. Furie
Path (Raw):       The Boys in Company C --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[directed_by]--> Sidney J. Furie
Neg LogProb(↓):   0.639859
Path Entropy(↓):  0.896310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by ross ashcroft
Start Entity:     Ross Ashcroft
Gold Answer:      [['Joseph Stiglitz', 'Max Keiser', 'Herman Daly', 'Noam Chomsky']]
Predicted Ans:    Noam Chomsky
Predicted Path:   Ross Ashcroft --[(INV) directed_by]--> Four Horsemen --[starred_actors]--> Noam Chomsky
Path (Raw):       Ross Ashcroft --[No Operation]--> Ross Ashcroft --[(INV) directed_by]--> Four Horsemen --[starred_actors]--> Noam Chomsky
Neg LogProb(↓):   0.000772
Path Entropy(↓):  0.006535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in the film leprechaun
Start Entity:     Leprechaun
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Leprechaun --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Path (Raw):       Leprechaun --[in_language]--> English --[(INV) in_language]--> Breaking and Entering --[in_language]--> English
Neg LogProb(↓):   2.068165
Path Entropy(↓):  2.852776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did stephen amidon write the story for
Start Entity:     Stephen Amidon
Gold Answer:      [['Human Capital']]
Predicted Ans:    The First Beautiful Thing
Predicted Path:   Stephen Amidon --[(INV) written_by]--> Human Capital --[written_by]--> Paolo Virzì --[(INV) written_by]--> The First Beautiful Thing
Path (Raw):       Stephen Amidon --[(INV) written_by]--> Human Capital --[written_by]--> Paolo Virzì --[(INV) written_by]--> The First Beautiful Thing
Neg LogProb(↓):   0.060639
Path Entropy(↓):  0.235240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by shinobu yaguchi in
Start Entity:     Shinobu Yaguchi
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Shinobu Yaguchi --[(INV) directed_by]--> Waterboys --[has_genre]--> Comedy
Path (Raw):       Shinobu Yaguchi --[No Operation]--> Shinobu Yaguchi --[(INV) directed_by]--> Waterboys --[has_genre]--> Comedy
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of thunderbolt and lightfoot
Start Entity:     Thunderbolt and Lightfoot
Gold Answer:      [['Magnum Force', "Heaven's Gate", 'Year of the Dragon', 'The Deer Hunter']]
Predicted Ans:    The Deer Hunter
Predicted Path:   Thunderbolt and Lightfoot --[written_by]--> Michael Cimino --[(INV) written_by]--> The Deer Hunter
Path (Raw):       Thunderbolt and Lightfoot --[written_by]--> Michael Cimino --[(INV) written_by]--> The Deer Hunter --[No Operation]--> The Deer Hunter
Neg LogProb(↓):   0.597926
Path Entropy(↓):  0.997058
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for martha
Start Entity:     Martha
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Martha --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[directed_by]--> Rainer Werner Fassbinder
Path (Raw):       Martha --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[directed_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.528922
Path Entropy(↓):  1.370252
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of lincoln
Start Entity:     Lincoln
Gold Answer:      [['Smokey and the Bandit', 'The End', 'Places in the Heart', 'Kiss Me Goodbye', 'Soapdish', 'Eye for an Eye', 'Stay Hungry', 'Forrest Gump', "Murphy's Romance", 'Not Without My Daughter', 'Punchline', 'Mrs. Doubtfire', 'Norma Rae', 'Absence of Malice', 'Beyond the Poseidon Adventure', 'Hooper']]
Predicted Ans:    The End
Predicted Path:   Lincoln --[starred_actors]--> Sally Field --[(INV) starred_actors]--> The End
Path (Raw):       Lincoln --[starred_actors]--> Sally Field --[No Operation]--> Sally Field --[(INV) starred_actors]--> The End
Neg LogProb(↓):   0.243380
Path Entropy(↓):  0.967143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote 1900
Start Entity:     1900
Gold Answer:      [['Bernardo Bertolucci', 'Sergio Leone', 'Clare Peploe']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   1900 --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You --[directed_by]--> Bernardo Bertolucci
Path (Raw):       1900 --[written_by]--> Bernardo Bertolucci --[(INV) written_by]--> Me and You --[directed_by]--> Bernardo Bertolucci
Neg LogProb(↓):   0.122404
Path Entropy(↓):  0.564674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is a / k / a tommy chong
Start Entity:     A/k/a Tommy Chong
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   A/k/a Tommy Chong --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Path (Raw):       A/k/a Tommy Chong --[has_genre]--> Documentary --[(INV) has_genre]--> The Beaches of Agnès --[has_genre]--> Documentary
Neg LogProb(↓):   2.962175
Path Entropy(↓):  4.230919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by johan renck were in which genres
Start Entity:     Johan Renck
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Johan Renck --[(INV) directed_by]--> Downloading Nancy --[has_genre]--> Drama
Path (Raw):       Johan Renck --[No Operation]--> Johan Renck --[(INV) directed_by]--> Downloading Nancy --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by keith gordon release
Start Entity:     Keith Gordon
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Keith Gordon --[(INV) written_by]--> A Midnight Clear --[release_year]--> 1992
Path (Raw):       Keith Gordon --[No Operation]--> Keith Gordon --[(INV) written_by]--> A Midnight Clear --[release_year]--> 1992
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film bad santa starred which actors
Start Entity:     Bad Santa
Gold Answer:      [['Lauren Graham', 'Tony Cox', 'Brett Kelly', 'Billy Bob Thornton']]
Predicted Ans:    Tony Cox
Predicted Path:   Bad Santa --[starred_actors]--> Tony Cox --[(INV) starred_actors]--> Bad Santa --[starred_actors]--> Tony Cox
Path (Raw):       Bad Santa --[starred_actors]--> Tony Cox --[(INV) starred_actors]--> Bad Santa --[starred_actors]--> Tony Cox
Neg LogProb(↓):   0.333314
Path Entropy(↓):  1.163405
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the a man for all seasons director
Start Entity:     A Man for All Seasons
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   A Man for All Seasons --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[in_language]--> French
Path (Raw):       A Man for All Seasons --[directed_by]--> Fred Zinnemann --[(INV) directed_by]--> The Search --[in_language]--> French
Neg LogProb(↓):   0.233447
Path Entropy(↓):  0.600145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by jay mcinerney were directed by who
Start Entity:     Jay McInerney
Gold Answer:      [['James Bridges', 'Michael Cristofer']]
Predicted Ans:    James Bridges
Predicted Path:   Jay McInerney --[(INV) written_by]--> Bright Lights, Big City --[directed_by]--> James Bridges
Path (Raw):       Jay McInerney --[No Operation]--> Jay McInerney --[(INV) written_by]--> Bright Lights, Big City --[directed_by]--> James Bridges
Neg LogProb(↓):   0.498555
Path Entropy(↓):  0.669893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of ace attorney also directed which films
Start Entity:     Ace Attorney
Gold Answer:      [['Gozu', 'Crows Zero', 'Zebraman', 'Graveyard of Honor', 'Dead or Alive', 'One Missed Call', 'Lesson of the Evil', 'Big Bang Love, Juvenile A', 'The Great Yokai War', 'Izo', 'Audition', 'The City of Lost Souls', 'Sukiyaki Western Django', '13 Assassins', 'Visitor Q', 'Over Your Dead Body', 'The Bird People in China', 'Ichi the Killer', 'Yatterman', 'Rainy Dog', 'Blues Harp', 'The Happiness of the Katakuris']]
Predicted Ans:    Izo
Predicted Path:   Ace Attorney --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo
Path (Raw):       Ace Attorney --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Izo --[No Operation]--> Izo
Neg LogProb(↓):   0.496118
Path Entropy(↓):  1.400716
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of my wife's relations
Start Entity:     My Wife's Relations
Gold Answer:      [['Cops', 'The Scarecrow', 'Neighbors', 'The Goat', 'The Haunted House', 'The Electric House', 'Go West', 'The Love Nest', 'The Frozen North', 'The Blacksmith', 'Spite Marriage', 'The Balloonatic', 'The Cameraman', 'College', 'The General', 'Convict 13', 'Our Hospitality', 'Battling Butler', 'The Paleface', 'Seven Chances']]
Predicted Ans:    Cops
Predicted Path:   My Wife's Relations --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Cops
Path (Raw):       My Wife's Relations --[No Operation]--> My Wife's Relations --[directed_by]--> Buster Keaton --[(INV) directed_by]--> Cops
Neg LogProb(↓):   0.805875
Path Entropy(↓):  1.611535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of the world of henry orient
Start Entity:     The World of Henry Orient
Gold Answer:      [['Hawaii', 'A Little Romance', 'The Great Waldo Pepper', 'Butch Cassidy and the Sundance Kid', 'The Sting', 'Thoroughly Modern Millie', 'Funny Farm', 'The World According to Garp', 'Period of Adjustment', 'Slaughterhouse-Five', 'Toys in the Attic', 'Slap Shot']]
Predicted Ans:    Butch Cassidy and the Sundance Kid
Predicted Path:   The World of Henry Orient --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid
Path (Raw):       The World of Henry Orient --[No Operation]--> The World of Henry Orient --[directed_by]--> George Roy Hill --[(INV) directed_by]--> Butch Cassidy and the Sundance Kid
Neg LogProb(↓):   0.668738
Path Entropy(↓):  1.560160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by chris eigeman were in which genres
Start Entity:     Chris Eigeman
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Chris Eigeman --[(INV) starred_actors]--> Barcelona --[has_genre]--> Comedy
Path (Raw):       Chris Eigeman --[No Operation]--> Chris Eigeman --[(INV) starred_actors]--> Barcelona --[has_genre]--> Comedy
Neg LogProb(↓):   0.011604
Path Entropy(↓):  0.062950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of zoot suit
Start Entity:     Zoot Suit
Gold Answer:      [['In the Time of the Butterflies', 'Wolfen', 'Talent for the Game', 'The Wonderful Ice Cream Suit', 'My Family', 'Caught', 'Stand and Deliver', 'Blade Runner', 'The Enforcer', 'Triumph of the Spirit']]
Predicted Ans:    Caught
Predicted Path:   Zoot Suit --[starred_actors]--> Edward James Olmos --[(INV) starred_actors]--> Caught
Path (Raw):       Zoot Suit --[starred_actors]--> Edward James Olmos --[No Operation]--> Edward James Olmos --[(INV) starred_actors]--> Caught
Neg LogProb(↓):   0.077068
Path Entropy(↓):  0.346314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by terry rossio in
Start Entity:     Terry Rossio
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Terry Rossio --[(INV) written_by]--> Godzilla --[has_genre]--> Horror
Path (Raw):       Terry Rossio --[No Operation]--> Terry Rossio --[(INV) written_by]--> Godzilla --[has_genre]--> Horror
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by little richard actors
Start Entity:     Little Richard
Gold Answer:      [['Drama', 'Horror', 'Music', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Little Richard --[starred_actors]--> Leon --[(INV) starred_actors]--> Bats --[has_genre]--> Horror
Path (Raw):       Little Richard --[starred_actors]--> Leon --[(INV) starred_actors]--> Bats --[has_genre]--> Horror
Neg LogProb(↓):   0.570131
Path Entropy(↓):  0.981885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed on the road to emmaus
Start Entity:     On the Road to Emmaus
Gold Answer:      [['Markku Pölönen']]
Predicted Ans:    Markku Pölönen
Predicted Path:   On the Road to Emmaus --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[directed_by]--> Markku Pölönen
Path (Raw):       On the Road to Emmaus --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[directed_by]--> Markku Pölönen
Neg LogProb(↓):   0.750583
Path Entropy(↓):  0.883174
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the the believers director
Start Entity:     The Believers
Gold Answer:      [['John Schlesinger', 'Waldo Salt', 'Amanda Silver', 'Rick Jaffa', 'Erika Holzer', 'James Leo Herlihy', 'Ian McEwan', 'Frederic Raphael', 'Keith Waterhouse', 'Robert Lindsey', 'Johan Kling', 'Penelope Gilliatt', 'Nathanael West', 'Peter Shaw', 'Peter Buckman', 'Stella Gibbons', 'Stan Barstow', 'Bernice Rubens', 'William Goldman', 'Thomas Hardy', 'Ruth Prawer Jhabvala', 'Daniel Pyne']]
Predicted Ans:    William Goldman
Predicted Path:   The Believers --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Marathon Man --[written_by]--> William Goldman
Path (Raw):       The Believers --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Marathon Man --[written_by]--> William Goldman
Neg LogProb(↓):   0.560310
Path Entropy(↓):  1.323300
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by daisy eagan in
Start Entity:     Daisy Eagan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Daisy Eagan --[(INV) starred_actors]--> Ripe --[has_genre]--> Drama
Path (Raw):       Daisy Eagan --[No Operation]--> Daisy Eagan --[(INV) starred_actors]--> Ripe --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe film the illusionist
Start Entity:     The Illusionist
Gold Answer:      [['paul giamatti', 'edward norton', 'jessica biel', 'vienna', 'magic', 'neil burger']]
Predicted Ans:    neil burger
Predicted Path:   The Illusionist --[has_tags]--> neil burger --[(INV) has_tags]--> Limitless --[has_tags]--> neil burger
Path (Raw):       The Illusionist --[has_tags]--> neil burger --[(INV) has_tags]--> Limitless --[has_tags]--> neil burger
Neg LogProb(↓):   0.874711
Path Entropy(↓):  0.973556
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre is camera buff in
Start Entity:     Camera Buff
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Camera Buff --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Camera Buff --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   2.940897
Path Entropy(↓):  4.375392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of e. t. the extra - terrestrial
Start Entity:     E.T. the Extra-Terrestrial
Gold Answer:      [['Always', 'Jurassic Park', 'The Adventures of Tintin', 'Close Encounters of the Third Kind', 'Indiana Jones and the Temple of Doom', '1941', 'Amistad', 'Indiana Jones and the Kingdom of the Crystal Skull', 'Minority Report', 'Duel', 'Indiana Jones and the Last Crusade', 'Raiders of the Lost Ark', 'Hook', 'War of the Worlds', 'The Sugarland Express', 'Catch Me If You Can', 'Lincoln', 'The Color Purple', 'War Horse', 'Munich', "Schindler's List", 'Saving Private Ryan', 'The Terminal', 'A.I. Artificial Intelligence', 'Empire of the Sun', 'Jaws']]
Predicted Ans:    Raiders of the Lost Ark
Predicted Path:   E.T. the Extra-Terrestrial --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark
Path (Raw):       E.T. the Extra-Terrestrial --[directed_by]--> Steven Spielberg --[(INV) directed_by]--> Raiders of the Lost Ark --[No Operation]--> Raiders of the Lost Ark
Neg LogProb(↓):   0.724080
Path Entropy(↓):  1.753593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the for the boys director
Start Entity:     For the Boys
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   For the Boys --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[in_language]--> Finnish
Path (Raw):       For the Boys --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[in_language]--> Finnish
Neg LogProb(↓):   0.000898
Path Entropy(↓):  0.007776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by james sallis
Start Entity:     James Sallis
Gold Answer:      [['Albert Brooks', 'Bryan Cranston', 'Carey Mulligan', 'Ryan Gosling']]
Predicted Ans:    Ryan Gosling
Predicted Path:   James Sallis --[(INV) written_by]--> Drive --[starred_actors]--> Ryan Gosling
Path (Raw):       James Sallis --[No Operation]--> James Sallis --[(INV) written_by]--> Drive --[starred_actors]--> Ryan Gosling
Neg LogProb(↓):   0.358532
Path Entropy(↓):  0.787806
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by carey lowell fall under
Start Entity:     Carey Lowell
Gold Answer:      [['Drama', 'Horror', 'Adventure', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Carey Lowell --[(INV) starred_actors]--> The Guardian --[has_genre]--> Drama
Path (Raw):       Carey Lowell --[No Operation]--> Carey Lowell --[(INV) starred_actors]--> The Guardian --[has_genre]--> Drama
Neg LogProb(↓):   0.217648
Path Entropy(↓):  0.533232
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of storytelling
Start Entity:     Storytelling
Gold Answer:      [['1995', '1998', '2009', '2005', '2004', '2011']]
Predicted Ans:    2009
Predicted Path:   Storytelling --[written_by]--> Todd Solondz --[(INV) written_by]--> Life During Wartime --[release_year]--> 2009
Path (Raw):       Storytelling --[written_by]--> Todd Solondz --[(INV) written_by]--> Life During Wartime --[release_year]--> 2009
Neg LogProb(↓):   0.936455
Path Entropy(↓):  1.377393
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film the double
Start Entity:     The Double
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Double --[release_year]--> 2013 --[(INV) release_year]--> Love and Honor --[release_year]--> 2013
Path (Raw):       The Double --[release_year]--> 2013 --[(INV) release_year]--> Love and Honor --[release_year]--> 2013
Neg LogProb(↓):   4.033070
Path Entropy(↓):  5.349695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by jim bray
Start Entity:     Jim Bray
Gold Answer:      [['Mark L. Lester']]
Predicted Ans:    Mark L. Lester
Predicted Path:   Jim Bray --[(INV) starred_actors]--> Roller Boogie --[directed_by]--> Mark L. Lester
Path (Raw):       Jim Bray --[No Operation]--> Jim Bray --[(INV) starred_actors]--> Roller Boogie --[directed_by]--> Mark L. Lester
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for z. p. g.
Start Entity:     Z.P.G.
Gold Answer:      [['Michael Campus']]
Predicted Ans:    Michael Campus
Predicted Path:   Z.P.G. --[directed_by]--> Michael Campus --[(INV) directed_by]--> Z.P.G. --[directed_by]--> Michael Campus
Path (Raw):       Z.P.G. --[directed_by]--> Michael Campus --[(INV) directed_by]--> Z.P.G. --[directed_by]--> Michael Campus
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film the prince of pennsylvania
Start Entity:     The Prince of Pennsylvania
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Prince of Pennsylvania --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The Prince of Pennsylvania --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.559317
Path Entropy(↓):  4.650464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Tom gilroy directed which movies
Start Entity:     Tom Gilroy
Gold Answer:      [['Spring Forward']]
Predicted Ans:    Spring Forward
Predicted Path:   Tom Gilroy --[(INV) directed_by]--> Spring Forward --[directed_by]--> Tom Gilroy --[(INV) directed_by]--> Spring Forward
Path (Raw):       Tom Gilroy --[(INV) directed_by]--> Spring Forward --[directed_by]--> Tom Gilroy --[(INV) directed_by]--> Spring Forward
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by amaury nolasco released
Start Entity:     Amaury Nolasco
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Amaury Nolasco --[(INV) starred_actors]--> Armored --[release_year]--> 2009
Path (Raw):       Amaury Nolasco --[No Operation]--> Amaury Nolasco --[(INV) starred_actors]--> Armored --[release_year]--> 2009
Neg LogProb(↓):   0.000558
Path Entropy(↓):  0.005028
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote spontaneous combustion
Start Entity:     Spontaneous Combustion
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Spontaneous Combustion --[written_by]--> Tobe Hooper --[(INV) written_by]--> The Mangler --[has_genre]--> Horror
Path (Raw):       Spontaneous Combustion --[written_by]--> Tobe Hooper --[(INV) written_by]--> The Mangler --[has_genre]--> Horror
Neg LogProb(↓):   0.084132
Path Entropy(↓):  0.309771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie lawless range are written by who
Start Entity:     Lawless Range
Gold Answer:      [['Zane Grey', 'Robert Ardrey', 'Paul Wellman', 'Dudley Nichols', 'John Twist', 'George Waggner', 'Robert N. Bradbury', 'Lindsley Parsons', 'Glendon Swarthout', 'Charles Schnee', 'Robin Moore', 'Jo Swerling', 'Ernest K. Gann', 'Harry Julian Fink', 'Kathryn Bigelow', 'Harry Brown', 'Ernest Haycox', 'C.E. Scoggins', 'Scott Hale', 'Miles Hood Swarthout', 'Burt Kennedy', 'Ladislas Fodor', 'Dorothy M. Johnson', 'Neil H. Swanson', 'Rita M. Fink', 'Frank S. Nugent', 'James Warner Bellah', 'Andrew J. Fenady', 'James Edward Grant', 'Leslie Bohem', 'William Dale Jennings', 'Wendell Mayes', 'Andrew Geer', 'Marguerite Roberts', 'Garland Roark', 'Stephen Gaghan', 'Charles Portis', 'Alan Le May', 'Thelma Strabel', 'Maurice Walsh', 'James Oliver Curwood', 'Irving Ravetch', 'Harold Bell Wright', 'James Bassett', 'Borden Chase', 'Martha Hyer', 'Rex Beach', 'John Lee Hancock', 'Clair Huffaker', "Louis L'Amour", 'William L. White', 'Lawrence Hazard', 'James Kevin McGuinness', 'Leigh Brackett', 'Jules Furthman', 'Michael Hogan', 'Gordon Ray Young', 'Paul Fix', 'W.R. Burnett', 'Tom Reed', 'George Owen', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', "Eugene O'Neill", 'Willis Goldbeck']]
Predicted Ans:    Leigh Brackett
Predicted Path:   Lawless Range --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Path (Raw):       Lawless Range --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[written_by]--> Leigh Brackett
Neg LogProb(↓):   1.728797
Path Entropy(↓):  3.041087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in firefox
Start Entity:     Firefox
Gold Answer:      [['Clint Eastwood']]
Predicted Ans:    Clint Eastwood
Predicted Path:   Firefox --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[starred_actors]--> Clint Eastwood
Path (Raw):       Firefox --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Firefox --[starred_actors]--> Clint Eastwood
Neg LogProb(↓):   0.001797
Path Entropy(↓):  0.013744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie san quentin were released in which years
Start Entity:     San Quentin
Gold Answer:      [['1934', '1949', '1933', '1939', '1950', '1940', '1942', '1936', '1938', '1929', '1937', '1984', '1931', '1943']]
Predicted Ans:    1938
Predicted Path:   San Quentin --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[release_year]--> 1938
Path (Raw):       San Quentin --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[release_year]--> 1938
Neg LogProb(↓):   1.262044
Path Entropy(↓):  2.480537
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of clean, shaven
Start Entity:     Clean, Shaven
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Clean, Shaven --[written_by]--> Lodge Kerrigan --[(INV) written_by]--> Claire Dolan --[has_genre]--> Drama
Path (Raw):       Clean, Shaven --[written_by]--> Lodge Kerrigan --[(INV) written_by]--> Claire Dolan --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by michael patrick king release
Start Entity:     Michael Patrick King
Gold Answer:      [['2008', '2010']]
Predicted Ans:    2008
Predicted Path:   Michael Patrick King --[(INV) written_by]--> Sex and the City --[release_year]--> 2008
Path (Raw):       Michael Patrick King --[No Operation]--> Michael Patrick King --[(INV) written_by]--> Sex and the City --[release_year]--> 2008
Neg LogProb(↓):   0.088848
Path Entropy(↓):  0.290873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of and then there were none
Start Entity:     And Then There Were None
Gold Answer:      [['Sidney Lumet', 'Billy Wilder', 'George Pollock', 'Michael Winner']]
Predicted Ans:    Billy Wilder
Predicted Path:   And Then There Were None --[written_by]--> Agatha Christie --[(INV) written_by]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Path (Raw):       And Then There Were None --[written_by]--> Agatha Christie --[(INV) written_by]--> Witness for the Prosecution --[directed_by]--> Billy Wilder
Neg LogProb(↓):   0.763910
Path Entropy(↓):  1.360253
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of lance mungia directed films
Start Entity:     Lance Mungia
Gold Answer:      [['Jeffrey Falcon']]
Predicted Ans:    Lance Mungia
Predicted Path:   Lance Mungia --[(INV) directed_by]--> Six-String Samurai --[written_by]--> Lance Mungia
Path (Raw):       Lance Mungia --[No Operation]--> Lance Mungia --[(INV) directed_by]--> Six-String Samurai --[written_by]--> Lance Mungia
Neg LogProb(↓):   0.137706
Path Entropy(↓):  0.389606
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film blood on the moon starred which actors
Start Entity:     Blood on the Moon
Gold Answer:      [['Robert Mitchum', 'Barbara Bel Geddes', 'Robert Preston']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Blood on the Moon --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Foreign Intrigue --[starred_actors]--> Robert Mitchum
Path (Raw):       Blood on the Moon --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Foreign Intrigue --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   0.359323
Path Entropy(↓):  0.896888
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie marion bridge
Start Entity:     Marion Bridge
Gold Answer:      [['2005', '2013']]
Predicted Ans:    2005
Predicted Path:   Marion Bridge --[directed_by]--> Wiebke von Carolsfeld --[(INV) directed_by]--> Stay --[release_year]--> 2005
Path (Raw):       Marion Bridge --[directed_by]--> Wiebke von Carolsfeld --[(INV) directed_by]--> Stay --[release_year]--> 2005
Neg LogProb(↓):   0.849156
Path Entropy(↓):  1.311009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film sun don't shine
Start Entity:     Sun Don't Shine
Gold Answer:      [['Amy Seimetz']]
Predicted Ans:    Amy Seimetz
Predicted Path:   Sun Don't Shine --[written_by]--> Amy Seimetz --[(INV) written_by]--> Sun Don't Shine --[written_by]--> Amy Seimetz
Path (Raw):       Sun Don't Shine --[written_by]--> Amy Seimetz --[(INV) written_by]--> Sun Don't Shine --[written_by]--> Amy Seimetz
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000034
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of entr'acte
Start Entity:     Entr'acte
Gold Answer:      [['1944', '1935', '1955', '1930', '1931']]
Predicted Ans:    1955
Predicted Path:   Entr'acte --[written_by]--> René Clair --[(INV) written_by]--> The Grand Maneuver --[release_year]--> 1955
Path (Raw):       Entr'acte --[written_by]--> René Clair --[(INV) written_by]--> The Grand Maneuver --[release_year]--> 1955
Neg LogProb(↓):   0.314436
Path Entropy(↓):  0.975214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of ten north frederick also starred in which movies
Start Entity:     Ten North Frederick
Gold Answer:      [['Cloak and Dagger', 'Along Came Jones', 'The Pride of the Yankees', 'The Real Glory', 'The Cowboy and the Lady', 'The Naked Edge', 'City Streets', 'If I Had a Million', 'High Noon', 'Vera Cruz', 'The Wreck of the Mary Deare', 'Friendly Persuasion', 'The Westerner', 'They Came to Cordura', 'The Winning of Barbara Worth', 'Springfield Rifle', 'For Whom the Bell Tolls', 'Distant Drums', 'The Court-Martial of Billy Mitchell', 'The Fountainhead', 'Design for Living', 'Desire', 'Sergeant York', 'Morocco', 'The Hanging Tree', 'Ball of Fire', 'Now and Forever', 'The Plainsman', 'Casanova Brown', 'The Story of Dr. Wassell', 'The General Died at Dawn', 'Meet John Doe', 'Saratoga Trunk', 'Man of the West', 'Beau Geste', 'North West Mounted Police', 'Dallas', 'Operator 13', 'Unconquered', 'The Lives of a Bengal Lancer', 'A Farewell to Arms', 'The Wedding Night', 'Love in the Afternoon', 'One Sunday Afternoon', 'Mr. Deeds Goes to Town', 'Alice in Wonderland']]
Predicted Ans:    Alice in Wonderland
Predicted Path:   Ten North Frederick --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Path (Raw):       Ten North Frederick --[starred_actors]--> Gary Cooper --[No Operation]--> Gary Cooper --[(INV) starred_actors]--> Alice in Wonderland
Neg LogProb(↓):   1.110198
Path Entropy(↓):  2.333166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of girlhood
Start Entity:     Girlhood
Gold Answer:      [['Céline Sciamma']]
Predicted Ans:    Céline Sciamma
Predicted Path:   Girlhood --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy --[directed_by]--> Céline Sciamma
Path (Raw):       Girlhood --[written_by]--> Céline Sciamma --[(INV) written_by]--> Tomboy --[directed_by]--> Céline Sciamma
Neg LogProb(↓):   0.002075
Path Entropy(↓):  0.015506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of poetic justice
Start Entity:     Poetic Justice
Gold Answer:      [['John Singleton']]
Predicted Ans:    John Singleton
Predicted Path:   Poetic Justice --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[written_by]--> John Singleton
Path (Raw):       Poetic Justice --[written_by]--> John Singleton --[(INV) written_by]--> Poetic Justice --[written_by]--> John Singleton
Neg LogProb(↓):   0.016061
Path Entropy(↓):  0.094120
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the men who stare at goats
Start Entity:     The Men Who Stare at Goats
Gold Answer:      [['Jon Ronson']]
Predicted Ans:    Jon Ronson
Predicted Path:   The Men Who Stare at Goats --[written_by]--> Jon Ronson --[(INV) written_by]--> Stanley Kubrick's Boxes --[written_by]--> Jon Ronson
Path (Raw):       The Men Who Stare at Goats --[written_by]--> Jon Ronson --[(INV) written_by]--> Stanley Kubrick's Boxes --[written_by]--> Jon Ronson
Neg LogProb(↓):   0.010134
Path Entropy(↓):  0.062610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film the house that dripped blood
Start Entity:     The House That Dripped Blood
Gold Answer:      [['1980', '1970', '1946', '1959', '2006', '1935', '1967', '1974', '1984', '1968', '1939', '1957', '2004', '1973', '1953', '1932', '1983', '1976', '1972', '1990', '1989', '1981', '1955', '2011', '2013', '1962', '1934', '1978', '1964', '2000', '1966', '1950', '1960', '1991', '1965', '1999', '1987', '1969', '1958']]
Predicted Ans:    1978
Predicted Path:   The House That Dripped Blood --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       The House That Dripped Blood --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   1.827504
Path Entropy(↓):  3.715235
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by andrew sipes
Start Entity:     Andrew Sipes
Gold Answer:      [['Paula Gosling']]
Predicted Ans:    Paula Gosling
Predicted Path:   Andrew Sipes --[(INV) directed_by]--> Fair Game --[written_by]--> Paula Gosling
Path (Raw):       Andrew Sipes --[No Operation]--> Andrew Sipes --[(INV) directed_by]--> Fair Game --[written_by]--> Paula Gosling
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie secret
Start Entity:     Secret
Gold Answer:      [['Jay Chou']]
Predicted Ans:    Jay Chou
Predicted Path:   Secret --[starred_actors]--> Jay Chou --[(INV) starred_actors]--> Kung Fu Dunk --[starred_actors]--> Jay Chou
Path (Raw):       Secret --[starred_actors]--> Jay Chou --[(INV) starred_actors]--> Kung Fu Dunk --[starred_actors]--> Jay Chou
Neg LogProb(↓):   0.046097
Path Entropy(↓):  0.187646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of you've got mail
Start Entity:     You've Got Mail
Gold Answer:      [['Drama', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   You've Got Mail --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Sleepless in Seattle --[has_genre]--> Comedy
Path (Raw):       You've Got Mail --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Sleepless in Seattle --[has_genre]--> Comedy
Neg LogProb(↓):   0.021801
Path Entropy(↓):  0.121086
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by paul nicholas release
Start Entity:     Paul Nicholas
Gold Answer:      [['1983']]
Predicted Ans:    1983
Predicted Path:   Paul Nicholas --[(INV) directed_by]--> Chained Heat --[release_year]--> 1983
Path (Raw):       Paul Nicholas --[No Operation]--> Paul Nicholas --[(INV) directed_by]--> Chained Heat --[release_year]--> 1983
Neg LogProb(↓):   0.010461
Path Entropy(↓):  0.057862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - directed films with david gow
Start Entity:     David Gow
Gold Answer:      [['Mark Adam']]
Predicted Ans:    Mark Adam
Predicted Path:   David Gow --[(INV) directed_by]--> Steel Toes --[directed_by]--> Mark Adam
Path (Raw):       David Gow --[No Operation]--> David Gow --[(INV) directed_by]--> Steel Toes --[directed_by]--> Mark Adam
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000696
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the haunted mansion
Start Entity:     The Haunted Mansion
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   The Haunted Mansion --[written_by]--> David Berenbaum --[(INV) written_by]--> The Haunted Mansion --[release_year]--> 2003
Path (Raw):       The Haunted Mansion --[written_by]--> David Berenbaum --[(INV) written_by]--> The Haunted Mansion --[release_year]--> 2003
Neg LogProb(↓):   0.207080
Path Entropy(↓):  0.481911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film ransom
Start Entity:     Ransom
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Ransom --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Path (Raw):       Ransom --[release_year]--> 1996 --[(INV) release_year]--> The Chamber --[release_year]--> 1996
Neg LogProb(↓):   2.727956
Path Entropy(↓):  4.377883
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film the women on the 6th floor
Start Entity:     The Women on the 6th Floor
Gold Answer:      [['Philippe Le Guay', 'Jérôme Tonnerre']]
Predicted Ans:    Jérôme Tonnerre
Predicted Path:   The Women on the 6th Floor --[written_by]--> Jérôme Tonnerre --[(INV) written_by]--> The Women on the 6th Floor --[written_by]--> Jérôme Tonnerre
Path (Raw):       The Women on the 6th Floor --[written_by]--> Jérôme Tonnerre --[(INV) written_by]--> The Women on the 6th Floor --[written_by]--> Jérôme Tonnerre
Neg LogProb(↓):   0.037523
Path Entropy(↓):  0.203268
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with tess
Start Entity:     Tess
Gold Answer:      [['Frantic', 'The Ghost Writer', 'Bitter Moon', 'The Claim', 'What?', 'Macbeth', "Rosemary's Baby", 'Trishna', 'Carnage', 'The Lover', 'Jude', 'The Mayor of Casterbridge', 'The Fearless Vampire Killers', 'The Bear', 'The Tenant', 'Venus in Fur', 'Pirates', 'Repulsion', 'Far from the Madding Crowd', 'The Ninth Gate']]
Predicted Ans:    Bitter Moon
Predicted Path:   Tess --[written_by]--> Roman Polanski --[(INV) written_by]--> Bitter Moon
Path (Raw):       Tess --[written_by]--> Roman Polanski --[(INV) written_by]--> Bitter Moon --[No Operation]--> Bitter Moon
Neg LogProb(↓):   0.869357
Path Entropy(↓):  1.407826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by carl astrand were in which languages
Start Entity:     Carl Åstrand
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Carl Åstrand --[(INV) written_by]--> Kenny Begins --[in_language]--> Swedish
Path (Raw):       Carl Åstrand --[No Operation]--> Carl Åstrand --[(INV) written_by]--> Kenny Begins --[in_language]--> Swedish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie smokey and the bandit ii released
Start Entity:     Smokey and the Bandit II
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Smokey and the Bandit II --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Smokey and the Bandit II --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.814137
Path Entropy(↓):  3.356464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of alexandre rodrigues starred movies
Start Entity:     Alexandre Rodrigues
Gold Answer:      [['Fernando Meirelles', 'Kátia Lund']]
Predicted Ans:    Kátia Lund
Predicted Path:   Alexandre Rodrigues --[(INV) starred_actors]--> City of God --[directed_by]--> Kátia Lund
Path (Raw):       Alexandre Rodrigues --[No Operation]--> Alexandre Rodrigues --[(INV) starred_actors]--> City of God --[directed_by]--> Kátia Lund
Neg LogProb(↓):   0.006048
Path Entropy(↓):  0.036833
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote a most wanted man
Start Entity:     A Most Wanted Man
Gold Answer:      [['Fred Schepisi', 'Fernando Meirelles', 'Tomas Alfredson', 'John Boorman', 'Martin Ritt', 'Ray Lawrence']]
Predicted Ans:    Fred Schepisi
Predicted Path:   A Most Wanted Man --[written_by]--> John le Carré --[(INV) written_by]--> The Russia House --[directed_by]--> Fred Schepisi
Path (Raw):       A Most Wanted Man --[written_by]--> John le Carré --[(INV) written_by]--> The Russia House --[directed_by]--> Fred Schepisi
Neg LogProb(↓):   0.668181
Path Entropy(↓):  1.107918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about cory booker
Start Entity:     cory booker
Gold Answer:      [['Street Fight']]
Predicted Ans:    Racing Dreams
Predicted Path:   cory booker --[(INV) has_tags]--> Street Fight --[has_tags]--> marshall curry --[(INV) has_tags]--> Racing Dreams
Path (Raw):       cory booker --[(INV) has_tags]--> Street Fight --[has_tags]--> marshall curry --[(INV) has_tags]--> Racing Dreams
Neg LogProb(↓):   0.031039
Path Entropy(↓):  0.138977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of you only live twice also directed which films
Start Entity:     You Only Live Twice
Gold Answer:      [['Alfie', 'Moonraker', 'Sink the Bismarck!', 'Educating Rita', 'The Spy Who Loved Me', 'Shirley Valentine', 'Cast a Dark Shadow', 'Haunted', 'The Adventurers']]
Predicted Ans:    Educating Rita
Predicted Path:   You Only Live Twice --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita
Path (Raw):       You Only Live Twice --[directed_by]--> Lewis Gilbert --[(INV) directed_by]--> Educating Rita --[No Operation]--> Educating Rita
Neg LogProb(↓):   0.837352
Path Entropy(↓):  1.954482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of tenacious d in the pick of destiny
Start Entity:     Tenacious D in The Pick of Destiny
Gold Answer:      [['Liam Lynch', 'Kyle Gass', 'Jack Black']]
Predicted Ans:    Jack Black
Predicted Path:   Tenacious D in The Pick of Destiny --[written_by]--> Jack Black --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[starred_actors]--> Jack Black
Path (Raw):       Tenacious D in The Pick of Destiny --[written_by]--> Jack Black --[(INV) written_by]--> Tenacious D in The Pick of Destiny --[starred_actors]--> Jack Black
Neg LogProb(↓):   1.169537
Path Entropy(↓):  1.593701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kim cattrall starred movies
Start Entity:     Kim Cattrall
Gold Answer:      [['Richard Thorpe', 'Tony Maylam', 'Frank Borzage', 'Hugh Wilson', 'Dick Powell', 'Bob Swaim', 'John Carpenter', 'Michael Gottlieb', 'Michael Patrick King', 'John Boorman', 'Julianna Lavin', 'Brian De Palma']]
Predicted Ans:    Richard Thorpe
Predicted Path:   Kim Cattrall --[(INV) starred_actors]--> Above Suspicion --[directed_by]--> Richard Thorpe
Path (Raw):       Kim Cattrall --[No Operation]--> Kim Cattrall --[(INV) starred_actors]--> Above Suspicion --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.351533
Path Entropy(↓):  0.998156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by lorraine gary released
Start Entity:     Lorraine Gary
Gold Answer:      [['1975']]
Predicted Ans:    1975
Predicted Path:   Lorraine Gary --[(INV) starred_actors]--> Jaws --[release_year]--> 1975
Path (Raw):       Lorraine Gary --[No Operation]--> Lorraine Gary --[(INV) starred_actors]--> Jaws --[release_year]--> 1975
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film a late quartet were in which genres
Start Entity:     A Late Quartet
Gold Answer:      [['Documentary']]
Predicted Ans:    Drama
Predicted Path:   A Late Quartet --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> A Late Quartet --[has_genre]--> Drama
Path (Raw):       A Late Quartet --[directed_by]--> Yaron Zilberman --[(INV) directed_by]--> A Late Quartet --[has_genre]--> Drama
Neg LogProb(↓):   0.097660
Path Entropy(↓):  0.367332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by cujo writers release
Start Entity:     Cujo
Gold Answer:      [['1980', '2003', '1992', '1993', '1985', '1984', '2007', '1998', '2009', '2004', '1982', '1994', '1983', '1995', '1976', '2001', '1990', '1989', '1996', '2013', '1997', '1999', '1987', '1986', '1952']]
Predicted Ans:    2003
Predicted Path:   Cujo --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Path (Raw):       Cujo --[written_by]--> Stephen King --[(INV) written_by]--> Dreamcatcher --[release_year]--> 2003
Neg LogProb(↓):   0.668303
Path Entropy(↓):  1.847272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by cab calloway fall under
Start Entity:     Cab Calloway
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[has_genre]--> Comedy
Path (Raw):       Cab Calloway --[No Operation]--> Cab Calloway --[(INV) starred_actors]--> The Blues Brothers --[has_genre]--> Comedy
Neg LogProb(↓):   0.189122
Path Entropy(↓):  0.459537
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of jerry maguire
Start Entity:     Jerry Maguire
Gold Answer:      [['Love and a .45', 'All the Right Moves', 'The Whole Wide World', 'Cold Mountain', 'Collateral', 'Lions for Lambs', "Losin' It", 'Legend', 'Oblivion', 'The Bachelor', 'Rain Man', 'The Firm', 'One True Thing', 'Nurse Betty', 'Minority Report', 'Top Gun', 'Case 39', 'Knight and Day', 'Days of Thunder', 'Far and Away', 'My One and Only', 'Vanilla Sky', 'Edge of Tomorrow', 'War of the Worlds', 'A Few Good Men', 'A Price Above Rubies', 'Chicago', 'Jack Reacher', 'Shark Tale', 'New in Town', 'Down with Love', 'Valkyrie', 'Born on the Fourth of July', 'Miss Potter', 'The Color of Money', 'Cocktail', 'The Last Samurai', 'Cinderella Man', 'Risky Business', 'Bee Movie', "Bridget Jones's Diary"]]
Predicted Ans:    Vanilla Sky
Predicted Path:   Jerry Maguire --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky
Path (Raw):       Jerry Maguire --[starred_actors]--> Tom Cruise --[No Operation]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky
Neg LogProb(↓):   0.079305
Path Entropy(↓):  0.426265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by william eastlake
Start Entity:     William Eastlake
Gold Answer:      [['Castle Keep']]
Predicted Ans:    Castle Keep
Predicted Path:   William Eastlake --[(INV) written_by]--> Castle Keep --[written_by]--> William Eastlake --[(INV) written_by]--> Castle Keep
Path (Raw):       William Eastlake --[(INV) written_by]--> Castle Keep --[written_by]--> William Eastlake --[(INV) written_by]--> Castle Keep
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the statement director
Start Entity:     The Statement
Gold Answer:      [['Larry Gelbart', 'William Harrison', 'Tim Rice', 'Barry Levinson', 'Jerry Sterner', 'Terry Southern', 'Stirling Silliphant', 'John Ball', 'Joseph Stein', 'Ring Lardner Jr.', 'Richard Jessup', 'Diane Drake', 'Valerie Curtin', 'Charles Fuller', 'Frank Pierson', 'Terry Swinton', 'Sam Chaiton', 'Armyan Bernstein', 'Dan Gordon', 'Carl Reiner', 'Alvin Sargent', 'Norman Jewison', 'John Patrick Shanley', 'James Norman Hall', 'Norman Barasch', 'Carroll Moore', 'Bobbie Ann Mason', 'Cynthia Cidre', 'Julius J. Epstein', 'John Pielmeier']]
Predicted Ans:    Cynthia Cidre
Predicted Path:   The Statement --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[written_by]--> Cynthia Cidre
Path (Raw):       The Statement --[directed_by]--> Norman Jewison --[(INV) directed_by]--> In Country --[written_by]--> Cynthia Cidre
Neg LogProb(↓):   0.320202
Path Entropy(↓):  1.062081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did david elfick write
Start Entity:     David Elfick
Gold Answer:      [['Newsfront']]
Predicted Ans:    Newsfront
Predicted Path:   David Elfick --[(INV) written_by]--> Newsfront --[written_by]--> David Elfick --[(INV) written_by]--> Newsfront
Path (Raw):       David Elfick --[(INV) written_by]--> Newsfront --[written_by]--> David Elfick --[(INV) written_by]--> Newsfront
Neg LogProb(↓):   0.449735
Path Entropy(↓):  0.877732
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the body of lies director
Start Entity:     Body of Lies
Gold Answer:      [['Sport', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Body of Lies --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[has_genre]--> Action
Path (Raw):       Body of Lies --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[has_genre]--> Action
Neg LogProb(↓):   0.490346
Path Entropy(↓):  1.346199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter robert nicolson co - wrote movies with who
Start Entity:     Robert Nicolson
Gold Answer:      [['Bryan Forbes']]
Predicted Ans:    Bryan Forbes
Predicted Path:   Robert Nicolson --[(INV) written_by]--> The Whisperers --[written_by]--> Bryan Forbes
Path (Raw):       Robert Nicolson --[No Operation]--> Robert Nicolson --[(INV) written_by]--> The Whisperers --[written_by]--> Bryan Forbes
Neg LogProb(↓):   0.000760
Path Entropy(↓):  0.006217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed swing shift
Start Entity:     Swing Shift
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Swing Shift --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Rachel Getting Married --[has_genre]--> Drama
Path (Raw):       Swing Shift --[directed_by]--> Jonathan Demme --[(INV) directed_by]--> Rachel Getting Married --[has_genre]--> Drama
Neg LogProb(↓):   0.574164
Path Entropy(↓):  1.138551
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by sean stone in
Start Entity:     Sean Stone
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Sean Stone --[(INV) directed_by]--> Greystone Park --[has_genre]--> Horror
Path (Raw):       Sean Stone --[No Operation]--> Sean Stone --[(INV) directed_by]--> Greystone Park --[has_genre]--> Horror
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by jonathan lipnicki
Start Entity:     Jonathan Lipnicki
Gold Answer:      [['M. Night Shyamalan', 'Greg Brooker']]
Predicted Ans:    M. Night Shyamalan
Predicted Path:   Jonathan Lipnicki --[(INV) starred_actors]--> Stuart Little --[written_by]--> M. Night Shyamalan
Path (Raw):       Jonathan Lipnicki --[No Operation]--> Jonathan Lipnicki --[(INV) starred_actors]--> Stuart Little --[written_by]--> M. Night Shyamalan
Neg LogProb(↓):   0.047620
Path Entropy(↓):  0.194159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of nativity! also wrote which movies
Start Entity:     Nativity!
Gold Answer:      [['Confetti']]
Predicted Ans:    Nativity!
Predicted Path:   Nativity! --[written_by]--> Debbie Isitt --[(INV) written_by]--> Nativity!
Path (Raw):       Nativity! --[written_by]--> Debbie Isitt --[(INV) written_by]--> Nativity! --[No Operation]--> Nativity!
Neg LogProb(↓):   0.145018
Path Entropy(↓):  0.395770
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film the face of love were in which languages
Start Entity:     The Face of Love
Gold Answer:      [['French', 'English', 'Polish', 'Korean', 'Russian']]
Predicted Ans:    Russian
Predicted Path:   The Face of Love --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Path (Raw):       The Face of Love --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Moscow on the Hudson --[in_language]--> Russian
Neg LogProb(↓):   0.240881
Path Entropy(↓):  0.527085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie red riding hood were in which languages
Start Entity:     Red Riding Hood
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Red Riding Hood --[starred_actors]--> Amanda Seyfried --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Path (Raw):       Red Riding Hood --[starred_actors]--> Amanda Seyfried --[(INV) starred_actors]--> Les Misérables --[in_language]--> English
Neg LogProb(↓):   1.160269
Path Entropy(↓):  1.415728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by kasper barfoed released
Start Entity:     Kasper Barfoed
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Kasper Barfoed --[(INV) directed_by]--> The Numbers Station --[release_year]--> 2013
Path (Raw):       Kasper Barfoed --[No Operation]--> Kasper Barfoed --[(INV) directed_by]--> The Numbers Station --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the nativity
Start Entity:     The Nativity
Gold Answer:      [['Bernard L. Kowalski']]
Predicted Ans:    Bernard L. Kowalski
Predicted Path:   The Nativity --[directed_by]--> Bernard L. Kowalski --[(INV) directed_by]--> Sssssss --[directed_by]--> Bernard L. Kowalski
Path (Raw):       The Nativity --[directed_by]--> Bernard L. Kowalski --[(INV) directed_by]--> Sssssss --[directed_by]--> Bernard L. Kowalski
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000429
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie little secrets
Start Entity:     Little Secrets
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Little Secrets --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Little Secrets --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.782171
Path Entropy(↓):  5.203687
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of girl with a pearl earring
Start Entity:     Girl with a Pearl Earring
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Girl with a Pearl Earring --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Path (Raw):       Girl with a Pearl Earring --[release_year]--> 2003 --[(INV) release_year]--> Bells of Innocence --[release_year]--> 2003
Neg LogProb(↓):   3.399503
Path Entropy(↓):  4.659777
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of desmond nakano written films
Start Entity:     Desmond Nakano
Gold Answer:      [['1995', '1992']]
Predicted Ans:    1992
Predicted Path:   Desmond Nakano --[(INV) written_by]--> American Me --[release_year]--> 1992
Path (Raw):       Desmond Nakano --[No Operation]--> Desmond Nakano --[(INV) written_by]--> American Me --[release_year]--> 1992
Neg LogProb(↓):   0.113618
Path Entropy(↓):  0.341054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed honky tonk freeway
Start Entity:     Honky Tonk Freeway
Gold Answer:      [['Swedish', 'English']]
Predicted Ans:    Swedish
Predicted Path:   Honky Tonk Freeway --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Path (Raw):       Honky Tonk Freeway --[directed_by]--> John Schlesinger --[(INV) directed_by]--> Darling --[in_language]--> Swedish
Neg LogProb(↓):   0.469252
Path Entropy(↓):  0.686733
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of swann in love
Start Entity:     Swann in Love
Gold Answer:      [['Volker Schlöndorff']]
Predicted Ans:    Volker Schlöndorff
Predicted Path:   Swann in Love --[written_by]--> Volker Schlöndorff --[(INV) directed_by]--> The Handmaid's Tale --[directed_by]--> Volker Schlöndorff
Path (Raw):       Swann in Love --[written_by]--> Volker Schlöndorff --[(INV) directed_by]--> The Handmaid's Tale --[directed_by]--> Volker Schlöndorff
Neg LogProb(↓):   0.439625
Path Entropy(↓):  0.942077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote altered
Start Entity:     Altered
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Altered --[written_by]--> Eduardo Sánchez --[(INV) written_by]--> Altered --[has_genre]--> Horror
Path (Raw):       Altered --[written_by]--> Eduardo Sánchez --[(INV) written_by]--> Altered --[has_genre]--> Horror
Neg LogProb(↓):   0.008115
Path Entropy(↓):  0.049225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film eat pray love
Start Entity:     Eat Pray Love
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Eat Pray Love --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Eat Pray Love --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.796864
Path Entropy(↓):  4.500620
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in hang'em high
Start Entity:     Hang 'Em High
Gold Answer:      [['Inger Stevens', 'Pat Hingle', 'Ed Begley', 'Clint Eastwood']]
Predicted Ans:    Inger Stevens
Predicted Path:   Hang 'Em High --[starred_actors]--> Inger Stevens --[(INV) starred_actors]--> Hang 'Em High --[starred_actors]--> Inger Stevens
Path (Raw):       Hang 'Em High --[starred_actors]--> Inger Stevens --[(INV) starred_actors]--> Hang 'Em High --[starred_actors]--> Inger Stevens
Neg LogProb(↓):   0.504502
Path Entropy(↓):  1.065468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by samson raphaelson
Start Entity:     Samson Raphaelson
Gold Answer:      [['George Cukor', 'Ernst Lubitsch', 'Warren Beatty', 'Alan Crosland', 'Neil Jordan', 'Otto Preminger', "Robert Vincent O'Neill", 'Richard Fleischer', 'Buck Henry']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Samson Raphaelson --[(INV) written_by]--> Angel --[directed_by]--> Ernst Lubitsch
Path (Raw):       Samson Raphaelson --[No Operation]--> Samson Raphaelson --[(INV) written_by]--> Angel --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   1.336828
Path Entropy(↓):  1.962206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film matador
Start Entity:     Matador
Gold Answer:      [['1983', '1995', '1988', '1997', '2009', '1993', '1991', '2004', '2006', '1982', '1999', '2002', '1987', '2011', '1984']]
Predicted Ans:    2011
Predicted Path:   Matador --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> The Skin I Live In --[release_year]--> 2011
Path (Raw):       Matador --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> The Skin I Live In --[release_year]--> 2011
Neg LogProb(↓):   1.067689
Path Entropy(↓):  1.989092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of jerusalem
Start Entity:     Jerusalem
Gold Answer:      [['A Second Chance', 'The Banishment']]
Predicted Ans:    Jerusalem
Predicted Path:   Jerusalem --[starred_actors]--> Maria Bonnevie --[(INV) starred_actors]--> Jerusalem
Path (Raw):       Jerusalem --[starred_actors]--> Maria Bonnevie --[No Operation]--> Maria Bonnevie --[(INV) starred_actors]--> Jerusalem
Neg LogProb(↓):   0.394350
Path Entropy(↓):  0.948604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of robots
Start Entity:     Robots
Gold Answer:      [['Denis Leary', 'Ray Romano', 'John Leguizamo', 'Aziz Ansari']]
Predicted Ans:    John Leguizamo
Predicted Path:   Robots --[directed_by]--> Chris Wedge --[(INV) directed_by]--> Ice Age --[starred_actors]--> John Leguizamo
Path (Raw):       Robots --[directed_by]--> Chris Wedge --[(INV) directed_by]--> Ice Age --[starred_actors]--> John Leguizamo
Neg LogProb(↓):   0.593192
Path Entropy(↓):  1.252585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the strange case of the end of civilization as we know it
Start Entity:     The Strange Case of the End of Civilization as We Know It
Gold Answer:      [['Fierce Creatures', 'Monty Python and the Holy Grail', 'How to Irritate People', 'And Now for Something Completely Different', 'A Fish Called Wanda', 'The Magic Christian']]
Predicted Ans:    A Fish Called Wanda
Predicted Path:   The Strange Case of the End of Civilization as We Know It --[written_by]--> John Cleese --[(INV) written_by]--> A Fish Called Wanda
Path (Raw):       The Strange Case of the End of Civilization as We Know It --[written_by]--> John Cleese --[(INV) written_by]--> A Fish Called Wanda --[No Operation]--> A Fish Called Wanda
Neg LogProb(↓):   1.135997
Path Entropy(↓):  1.503421
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in crimes of the future
Start Entity:     Crimes of the Future
Gold Answer:      [['Ronald Mlodzik']]
Predicted Ans:    Ronald Mlodzik
Predicted Path:   Crimes of the Future --[starred_actors]--> Ronald Mlodzik --[(INV) starred_actors]--> Crimes of the Future --[starred_actors]--> Ronald Mlodzik
Path (Raw):       Crimes of the Future --[starred_actors]--> Ronald Mlodzik --[(INV) starred_actors]--> Crimes of the Future --[starred_actors]--> Ronald Mlodzik
Neg LogProb(↓):   0.005431
Path Entropy(↓):  0.035341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by wanuri kahiu
Start Entity:     Wanuri Kahiu
Gold Answer:      [['Short']]
Predicted Ans:    Short
Predicted Path:   Wanuri Kahiu --[(INV) directed_by]--> Pumzi --[has_genre]--> Short
Path (Raw):       Wanuri Kahiu --[No Operation]--> Wanuri Kahiu --[(INV) directed_by]--> Pumzi --[has_genre]--> Short
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter natasha sparkes
Start Entity:     Natasha Sparkes
Gold Answer:      [['Sheridan Smith', 'Kate Nash', 'Jaime Winstone']]
Predicted Ans:    Jaime Winstone
Predicted Path:   Natasha Sparkes --[(INV) written_by]--> Powder Room --[starred_actors]--> Jaime Winstone
Path (Raw):       Natasha Sparkes --[No Operation]--> Natasha Sparkes --[(INV) written_by]--> Powder Room --[starred_actors]--> Jaime Winstone
Neg LogProb(↓):   0.131341
Path Entropy(↓):  0.451029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of golden earrings
Start Entity:     Golden Earrings
Gold Answer:      [['Leo McCarey', 'Don Siegel', 'John Farrow', 'Michael Gordon', 'Victor Saville', 'Daniel Mann', 'Robert Rossen', 'J. Lee Thompson', 'Luis Buñuel', 'Andrew Marton', 'Robert Wise', 'Abraham Polonsky', 'David Butler', 'Charles Walters', 'Alexander Hall', 'Robert Stevenson', 'Clarence Brown', 'Compton Bennett']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Golden Earrings --[written_by]--> Frank Butler --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Path (Raw):       Golden Earrings --[written_by]--> Frank Butler --[(INV) written_by]--> The Milky Way --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.341601
Path Entropy(↓):  0.877463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the crying game released
Start Entity:     The Crying Game
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   The Crying Game --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Path (Raw):       The Crying Game --[release_year]--> 1992 --[(INV) release_year]--> One False Move --[release_year]--> 1992
Neg LogProb(↓):   3.247695
Path Entropy(↓):  4.774067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by arthur crabtree
Start Entity:     Arthur Crabtree
Gold Answer:      [['Amelia Reynolds Long', 'Roland Pertwee']]
Predicted Ans:    Amelia Reynolds Long
Predicted Path:   Arthur Crabtree --[(INV) directed_by]--> Fiend Without a Face --[written_by]--> Amelia Reynolds Long
Path (Raw):       Arthur Crabtree --[No Operation]--> Arthur Crabtree --[(INV) directed_by]--> Fiend Without a Face --[written_by]--> Amelia Reynolds Long
Neg LogProb(↓):   0.472346
Path Entropy(↓):  0.783672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for a month by the lake
Start Entity:     A Month by the Lake
Gold Answer:      [['John Irvin']]
Predicted Ans:    John Irvin
Predicted Path:   A Month by the Lake --[directed_by]--> John Irvin --[(INV) directed_by]--> Widows' Peak --[directed_by]--> John Irvin
Path (Raw):       A Month by the Lake --[directed_by]--> John Irvin --[(INV) directed_by]--> Widows' Peak --[directed_by]--> John Irvin
Neg LogProb(↓):   0.959306
Path Entropy(↓):  1.509790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of war of the buttons
Start Entity:     War of the Buttons
Gold Answer:      [['Laurie Craig']]
Predicted Ans:    Yves Robert
Predicted Path:   War of the Buttons --[directed_by]--> John Roberts --[(INV) directed_by]--> War of the Buttons --[written_by]--> Yves Robert
Path (Raw):       War of the Buttons --[directed_by]--> John Roberts --[(INV) directed_by]--> War of the Buttons --[written_by]--> Yves Robert
Neg LogProb(↓):   0.422106
Path Entropy(↓):  0.665088
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of the films starred by the last time i saw archie actors
Start Entity:     The Last Time I Saw Archie
Gold Answer:      [['Robert Wise', 'Don Hartman', 'John Cromwell', 'J. Lee Thompson', 'Edward Dmytryk', 'Tay Garnett', 'Martin Scorsese', 'Richard Fleischer', 'William A. Wellman', 'Sheldon Reynolds', 'Duilio Coletti', 'David Lean', 'Mel Ferrer', 'Robert Mitchum', 'Dick Powell', 'Félix Enríquez Alcalá', 'Lewis Milestone', 'Henry Hathaway', 'Raoul Walsh', 'Otto Preminger', 'Charles Laughton', 'Nicholas Ray', 'Stanley Kramer', 'Jacques Tourneur', 'Michael Winner', 'Kjell Sundvall', 'Stanley Donen', 'Joseph Losey', 'Vincente Minnelli', 'Robert Parrish', 'Richard Wilson', 'Jack Webb', 'Don Siegel', 'Peter Yates', 'John Farrow', 'Jason Miller', 'Fred Zinnemann', 'Sherman Todd', 'Dick Richards', 'Josef von Sternberg', 'Ralph Nelson', 'Robert Stevenson', 'Elia Kazan', 'Howard Hawks', 'Burt Kennedy']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Last Time I Saw Archie --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       The Last Time I Saw Archie --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.142805
Path Entropy(↓):  1.792165
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film calling dr. death
Start Entity:     Calling Dr. Death
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Calling Dr. Death --[starred_actors]--> Patricia Morison --[(INV) starred_actors]--> Queen of the Amazons --[release_year]--> 1947
Path (Raw):       Calling Dr. Death --[starred_actors]--> Patricia Morison --[(INV) starred_actors]--> Queen of the Amazons --[release_year]--> 1947
Neg LogProb(↓):   0.027498
Path Entropy(↓):  0.134697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the biggest bundle of them all were in which languages
Start Entity:     The Biggest Bundle of Them All
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Biggest Bundle of Them All --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Path (Raw):       The Biggest Bundle of Them All --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Neg LogProb(↓):   0.483729
Path Entropy(↓):  1.045050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the fiendish plot of dr. fu manchu starred who
Start Entity:     The Fiendish Plot of Dr. Fu Manchu
Gold Answer:      [['David Tomlinson', 'Peter Sellers']]
Predicted Ans:    Peter Sellers
Predicted Path:   The Fiendish Plot of Dr. Fu Manchu --[starred_actors]--> Peter Sellers --[(INV) starred_actors]--> Revenge of the Pink Panther --[starred_actors]--> Peter Sellers
Path (Raw):       The Fiendish Plot of Dr. Fu Manchu --[starred_actors]--> Peter Sellers --[(INV) starred_actors]--> Revenge of the Pink Panther --[starred_actors]--> Peter Sellers
Neg LogProb(↓):   0.172381
Path Entropy(↓):  0.630773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by chris sarandon
Start Entity:     Chris Sarandon
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Chris Sarandon --[(INV) starred_actors]--> Collision Course --[in_language]--> Japanese
Path (Raw):       Chris Sarandon --[No Operation]--> Chris Sarandon --[(INV) starred_actors]--> Collision Course --[in_language]--> Japanese
Neg LogProb(↓):   0.000716
Path Entropy(↓):  0.006593
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The gift is a film written by this person
Start Entity:     The Gift
Gold Answer:      [['Tom Epperson', 'Billy Bob Thornton']]
Predicted Ans:    Billy Bob Thornton
Predicted Path:   The Gift --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Sling Blade --[written_by]--> Billy Bob Thornton
Path (Raw):       The Gift --[written_by]--> Billy Bob Thornton --[(INV) written_by]--> Sling Blade --[written_by]--> Billy Bob Thornton
Neg LogProb(↓):   0.339043
Path Entropy(↓):  0.820526
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of pittsburgh also starred in which films
Start Entity:     Pittsburgh
Gold Answer:      [['Kismet', 'Rancho Notorious', 'The Lucky Texan', 'Chisum', 'Ride the High Country', 'Dark Command', 'The Hurricane Express', 'The Shootist', 'Sagebrush Trail', "Hangman's Knot", 'Desire', 'Allegheny Uprising', 'El Dorado', 'Rio Grande', 'Santa Fe', 'Wake of the Red Witch', 'Comanche Station', 'Dakota', 'Captain Kidd', 'Rage at Dawn', 'A Lawless Street', 'The Long Voyage Home', 'Idol of the Crowds', 'Reap the Wild Wind', 'The Quiet Man', "In Harm's Way", 'Jet Pilot', '7th Cavalry', 'Hatari!', 'Hondo', 'No Highway in the Sky', 'The Flame of New Orleans', 'Stage Fright', 'Tall in the Saddle', 'A Lady Takes a Chance', 'The Man from Utah', 'To the Shores of Tripoli', 'The Horse Soldiers', 'Carson City', 'The Tall T', 'Bombardier', 'Texas Terror', 'Rio Lobo', 'Lawless Range', 'The Comancheros', 'Rainbow Valley', 'Buchanan Rides Alone', 'The Fighting Seabees', 'Virginia City', 'The Blue Angel', 'High, Wide, and Handsome', 'Stagecoach', 'Born to the West', 'Hot Saturday', 'Big Jake', 'Belle Starr', 'Westbound', 'The Sea Chase', 'Golden Earrings', 'The Garden of Allah', 'Blue Steel', 'The High and the Mighty', 'Decision at Sundown', 'Christmas Eve', 'North to Alaska', 'The Alamo', 'Jesse James', 'The Man Behind the Gun', 'Flame of Barbary Coast', 'Reunion in France', 'Westward Ho', 'Cahill U.S. Marshal', 'Gunfighters', 'Shanghai Express', 'The Dawn Rider', 'Operation Pacific', 'The Big Trail', 'The Man from Monterey', 'She', 'Susannah of the Mounties', 'The Green Berets', 'The Undefeated', 'Rio Bravo', 'Angel', 'The Wings of Eagles', 'Red River', 'Destry Rides Again', 'The Desperadoes', 'Winds of the Wasteland', 'The Star Packer', 'The War Wagon', 'Roberta', 'Paradise Canyon', 'The Lawless Frontier', 'Hellfighters', 'Angel and the Badman', 'Seven Sinners', 'The Cowboys', 'The Shadow of the Eagle', 'Judgment at Nuremberg', 'True Grit', 'The Trail Beyond', 'The Spoilers', 'Blonde Venus', 'They Were Expendable', 'She Wore a Yellow Ribbon', 'A Foreign Affair', "'Neath the Arizona Skies", 'His Private Secretary', 'The Searchers', 'Shoot-Out at Medicine Bend', 'The Sons of Katie Elder', 'Albuquerque', 'Brannigan', 'In Old California', 'Follow the Fleet', 'The Conqueror', 'The Scarlet Empress', 'Legend of the Lost', 'The Last of the Mohicans', 'Big Jim McLain', 'Flying Leathernecks', 'Blood Alley', 'Tycoon', 'The Train Robbers', "Donovan's Reef", 'The Big Stampede', 'Riders of Destiny', 'Western Union', 'Morocco', 'The Man Who Shot Liberty Valance', 'Flying Tigers', 'Man in the Saddle', "Badman's Territory", 'Rooster Cogburn', 'Back to Bataan', 'Fort Apache', 'The Desert Trail', 'Sands of Iwo Jima', 'Witness for the Prosecution', 'Ride Lonesome', 'The Shepherd of the Hills', 'McQ', 'West of the Divide', 'McLintock!', 'Dishonored', 'In Old Oklahoma', 'Seven Men from Now', 'Rebecca of Sunnybrook Farm', 'The Devil Is a Woman', 'My Favorite Wife']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   Pittsburgh --[starred_actors]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Path (Raw):       Pittsburgh --[starred_actors]--> Randolph Scott --[No Operation]--> Randolph Scott --[(INV) starred_actors]--> The Last of the Mohicans
Neg LogProb(↓):   2.223100
Path Entropy(↓):  3.115266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by jailhouse rock actors
Start Entity:     Jailhouse Rock
Gold Answer:      [['Frederick De Cordova', 'Don Siegel', 'William A. Graham', 'Hal Kanter', 'Arthur H. Nadel', 'Philip Dunne', 'Norman Taurog', 'John Rich', 'Robert D. Webb', 'John Paragon', 'Michael Curtiz', 'Garry Marshall']]
Predicted Ans:    Arthur H. Nadel
Predicted Path:   Jailhouse Rock --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[directed_by]--> Arthur H. Nadel
Path (Raw):       Jailhouse Rock --[starred_actors]--> Elvis Presley --[(INV) starred_actors]--> Clambake --[directed_by]--> Arthur H. Nadel
Neg LogProb(↓):   0.205673
Path Entropy(↓):  0.539882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the petrified forest
Start Entity:     The Petrified Forest
Gold Answer:      [['Waterloo Bridge', 'Abe Lincoln in Illinois', 'Love Affair', 'Jubal', 'Destination Tokyo', 'An Affair to Remember', "Spencer's Mountain", "Jupiter's Darling", 'Flirtation Walk', "The Bishop's Wife", "A Midsummer Night's Dream", 'A Summer Place', 'Rebecca', 'Hollywood Canteen', 'The Last Wagon', 'Dark Passage', 'The Penalty', 'One Hundred Men and a Girl', "Idiot's Delight", 'Millie']]
Predicted Ans:    A Midsummer Night's Dream
Predicted Path:   The Petrified Forest --[written_by]--> Charles Kenyon --[(INV) written_by]--> A Midsummer Night's Dream
Path (Raw):       The Petrified Forest --[written_by]--> Charles Kenyon --[(INV) written_by]--> A Midsummer Night's Dream --[No Operation]--> A Midsummer Night's Dream
Neg LogProb(↓):   1.504610
Path Entropy(↓):  1.362429
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by nancy savoca
Start Entity:     Nancy Savoca
Gold Answer:      [['Tracey Ullman', "Vincent D'Onofrio", 'Lili Taylor']]
Predicted Ans:    Vincent D'Onofrio
Predicted Path:   Nancy Savoca --[(INV) written_by]--> Household Saints --[starred_actors]--> Vincent D'Onofrio
Path (Raw):       Nancy Savoca --[No Operation]--> Nancy Savoca --[(INV) written_by]--> Household Saints --[starred_actors]--> Vincent D'Onofrio
Neg LogProb(↓):   0.281150
Path Entropy(↓):  0.578499
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by cameron crowe were in which languages
Start Entity:     Cameron Crowe
Gold Answer:      [['English', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[in_language]--> Spanish
Path (Raw):       Cameron Crowe --[No Operation]--> Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[in_language]--> Spanish
Neg LogProb(↓):   0.454499
Path Entropy(↓):  0.733893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by nora arnezeder were in which languages
Start Entity:     Nora Arnezeder
Gold Answer:      [['French']]
Predicted Ans:    1934
Predicted Path:   Nora Arnezeder --[(INV) starred_actors]--> Maniac --[release_year]--> 1934
Path (Raw):       Nora Arnezeder --[No Operation]--> Nora Arnezeder --[(INV) starred_actors]--> Maniac --[release_year]--> 1934
Neg LogProb(↓):   0.737095
Path Entropy(↓):  1.001052
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did tassos boulmetis direct
Start Entity:     Tassos Boulmetis
Gold Answer:      [['A Touch of Spice']]
Predicted Ans:    A Touch of Spice
Predicted Path:   Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice --[written_by]--> Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice
Path (Raw):       Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice --[written_by]--> Tassos Boulmetis --[(INV) written_by]--> A Touch of Spice
Neg LogProb(↓):   0.297873
Path Entropy(↓):  0.647263
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by man san lu
Start Entity:     Man San Lu
Gold Answer:      [['Tran Anh Hung']]
Predicted Ans:    Tran Anh Hung
Predicted Path:   Man San Lu --[(INV) starred_actors]--> The Scent of Green Papaya --[directed_by]--> Tran Anh Hung
Path (Raw):       Man San Lu --[No Operation]--> Man San Lu --[(INV) starred_actors]--> The Scent of Green Papaya --[directed_by]--> Tran Anh Hung
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of uptown saturday night was
Start Entity:     Uptown Saturday Night
Gold Answer:      [['Sidney Poitier']]
Predicted Ans:    Sidney Poitier
Predicted Path:   Uptown Saturday Night --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Buck and the Preacher --[directed_by]--> Sidney Poitier
Path (Raw):       Uptown Saturday Night --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Buck and the Preacher --[directed_by]--> Sidney Poitier
Neg LogProb(↓):   0.232901
Path Entropy(↓):  0.650893
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie love crazy
Start Entity:     Love Crazy
Gold Answer:      [['Wallace Sullivan', 'John Fusco', "John O'Hara", 'Dashiell Hammett', 'Louis Bromfield', 'Nell Shipman', 'Rachel Crothers', 'Michael Arlen', 'Ernestine Gilbreth Carey', 'Arthur Caesar', 'Howard Teichmann', 'Frederick Lonsdale', 'Ernest Lehman', 'MacKinlay Kantor', 'Philip Barry', 'Waldemar Young', 'Vincent Lawrence', 'Jo Swerling', 'Howard Emmett Rogers', 'Norman Panama', 'Clarence Day', 'Bertram Bloch', 'Eric Hodgins', 'Edward Poor Montgomery', 'Frank Wead', 'William Bowers', 'Jacques Théry', 'Sidney Sheldon', 'Walter Reisch', 'George Oppenheimer', 'Ladislas Fodor', 'Herman J. Mankiewicz', 'Max Trell', 'Nathanael West', 'Albert Hackett', 'Frances Goodrich', 'Ferenc Molnár', 'Talbot Mundy', 'Joshua Logan', 'Shonda Rhimes', 'S.K. Lauren', 'Everett Freeman', 'John F. Goodrich', 'Melvin Frank', 'Faith Baldwin', 'Anita Loos', 'Eric Hatch', 'Peter Berneis', 'Thomas Heggen', 'Arthur Somers Roche', 'Morrie Ryskind', 'Josef von Sternberg', 'James Kevin McGuinness', 'Maurine Dallas Watkins']]
Predicted Ans:    John Fusco
Predicted Path:   Love Crazy --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[written_by]--> John Fusco
Path (Raw):       Love Crazy --[starred_actors]--> William Powell --[(INV) starred_actors]--> Crossroads --[written_by]--> John Fusco
Neg LogProb(↓):   0.914686
Path Entropy(↓):  1.979681
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the field
Start Entity:     The Field
Gold Answer:      [['French', 'Sioux', 'English', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   The Field --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Path (Raw):       The Field --[starred_actors]--> Richard Harris --[(INV) starred_actors]--> The Count of Monte Cristo --[in_language]--> French
Neg LogProb(↓):   0.202561
Path Entropy(↓):  0.509981
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie house of strangers
Start Entity:     House of Strangers
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   House of Strangers --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Path (Raw):       House of Strangers --[release_year]--> 1949 --[(INV) release_year]--> Edward, My Son --[release_year]--> 1949
Neg LogProb(↓):   2.153374
Path Entropy(↓):  3.416605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did buronson write
Start Entity:     Buronson
Gold Answer:      [['Fist of the North Star']]
Predicted Ans:    Fist of the North Star
Predicted Path:   Buronson --[(INV) written_by]--> Fist of the North Star --[written_by]--> Tony Randel --[(INV) written_by]--> Fist of the North Star
Path (Raw):       Buronson --[(INV) written_by]--> Fist of the North Star --[written_by]--> Tony Randel --[(INV) written_by]--> Fist of the North Star
Neg LogProb(↓):   0.769888
Path Entropy(↓):  1.046078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by sakke jarvenpaa were in which genres
Start Entity:     Sakke Järvenpää
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sakke Järvenpää --[(INV) starred_actors]--> Calamari Union --[has_genre]--> Comedy
Path (Raw):       Sakke Järvenpää --[No Operation]--> Sakke Järvenpää --[(INV) starred_actors]--> Calamari Union --[has_genre]--> Comedy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by yukio mishima
Start Entity:     Yukio Mishima
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   Yukio Mishima --[(INV) directed_by]--> Patriotism --[release_year]--> 1966
Path (Raw):       Yukio Mishima --[No Operation]--> Yukio Mishima --[(INV) directed_by]--> Patriotism --[release_year]--> 1966
Neg LogProb(↓):   0.017300
Path Entropy(↓):  0.088072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films can be described by algeria
Start Entity:     algeria
Gold Answer:      [['Of Gods and Men', "The Rabbi's Cat", 'The Battle of Algiers', 'Outside the Law']]
Predicted Ans:    Of Gods and Men
Predicted Path:   algeria --[(INV) has_tags]--> Of Gods and Men --[has_tags]--> monks --[(INV) has_tags]--> Of Gods and Men
Path (Raw):       algeria --[(INV) has_tags]--> Of Gods and Men --[has_tags]--> monks --[(INV) has_tags]--> Of Gods and Men
Neg LogProb(↓):   0.031653
Path Entropy(↓):  0.140464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter liev schreiber co - wrote movies with who
Start Entity:     Liev Schreiber
Gold Answer:      [['Jonathan Safran Foer']]
Predicted Ans:    Liev Schreiber
Predicted Path:   Liev Schreiber --[(INV) written_by]--> Everything Is Illuminated --[written_by]--> Liev Schreiber
Path (Raw):       Liev Schreiber --[No Operation]--> Liev Schreiber --[(INV) written_by]--> Everything Is Illuminated --[written_by]--> Liev Schreiber
Neg LogProb(↓):   0.009142
Path Entropy(↓):  0.055482
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the movies written by jeff vintar
Start Entity:     Jeff Vintar
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Jeff Vintar --[(INV) written_by]--> I, Robot --[has_genre]--> Action
Path (Raw):       Jeff Vintar --[No Operation]--> Jeff Vintar --[(INV) written_by]--> I, Robot --[has_genre]--> Action
Neg LogProb(↓):   0.003077
Path Entropy(↓):  0.020842
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by mike epps fall under
Start Entity:     Mike Epps
Gold Answer:      [['Family', 'Music', 'Animation', 'Comedy', 'Action', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Mike Epps --[(INV) starred_actors]--> The Honeymooners --[has_genre]--> Comedy
Path (Raw):       Mike Epps --[No Operation]--> Mike Epps --[(INV) starred_actors]--> The Honeymooners --[has_genre]--> Comedy
Neg LogProb(↓):   0.734023
Path Entropy(↓):  0.913242
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films written by lorenzo carcaterra released
Start Entity:     Lorenzo Carcaterra
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Lorenzo Carcaterra --[(INV) written_by]--> Sleepers --[release_year]--> 1996
Path (Raw):       Lorenzo Carcaterra --[No Operation]--> Lorenzo Carcaterra --[(INV) written_by]--> Sleepers --[release_year]--> 1996
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000073
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of michael landes acted films
Start Entity:     Michael Landes
Gold Answer:      [['1996', '2010']]
Predicted Ans:    1996
Predicted Path:   Michael Landes --[(INV) starred_actors]--> Dream for an Insomniac --[release_year]--> 1996
Path (Raw):       Michael Landes --[No Operation]--> Michael Landes --[(INV) starred_actors]--> Dream for an Insomniac --[release_year]--> 1996
Neg LogProb(↓):   0.004022
Path Entropy(↓):  0.026156
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in lady liberty
Start Entity:     Lady Liberty
Gold Answer:      [['Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Lady Liberty --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Path (Raw):       Lady Liberty --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> It Started in Naples --[has_genre]--> Comedy
Neg LogProb(↓):   0.877872
Path Entropy(↓):  1.962650
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Rebecca pidgeon appears in which movies
Start Entity:     Rebecca Pidgeon
Gold Answer:      [['Edmond', 'The Spanish Prisoner', 'The Winslow Boy']]
Predicted Ans:    The Winslow Boy
Predicted Path:   Rebecca Pidgeon --[(INV) starred_actors]--> The Winslow Boy --[starred_actors]--> Rebecca Pidgeon --[(INV) starred_actors]--> The Winslow Boy
Path (Raw):       Rebecca Pidgeon --[(INV) starred_actors]--> The Winslow Boy --[starred_actors]--> Rebecca Pidgeon --[(INV) starred_actors]--> The Winslow Boy
Neg LogProb(↓):   0.340510
Path Entropy(↓):  1.233635
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie the chorus
Start Entity:     The Chorus
Gold Answer:      [['Georges Chaperot', 'Christophe Barratier', 'René Wheeler']]
Predicted Ans:    René Wheeler
Predicted Path:   The Chorus --[written_by]--> René Wheeler --[(INV) written_by]--> The Chorus --[written_by]--> René Wheeler
Path (Raw):       The Chorus --[written_by]--> René Wheeler --[(INV) written_by]--> The Chorus --[written_by]--> René Wheeler
Neg LogProb(↓):   0.231811
Path Entropy(↓):  0.708124
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie tale of the mummy
Start Entity:     Tale of the Mummy
Gold Answer:      [['1998', '1992']]
Predicted Ans:    1998
Predicted Path:   Tale of the Mummy --[starred_actors]--> Jason Scott Lee --[(INV) starred_actors]--> Tale of the Mummy --[release_year]--> 1998
Path (Raw):       Tale of the Mummy --[starred_actors]--> Jason Scott Lee --[(INV) starred_actors]--> Tale of the Mummy --[release_year]--> 1998
Neg LogProb(↓):   0.683269
Path Entropy(↓):  1.113743
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed pulp fiction
Start Entity:     Pulp Fiction
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    English
Predicted Path:   Pulp Fiction --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Django Unchained --[in_language]--> English
Path (Raw):       Pulp Fiction --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Django Unchained --[in_language]--> English
Neg LogProb(↓):   0.220134
Path Entropy(↓):  0.724252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by neil gaiman
Start Entity:     Neil Gaiman
Gold Answer:      [["John O'Mahony"]]
Predicted Ans:    Anthony Hopkins
Predicted Path:   Neil Gaiman --[(INV) written_by]--> Beowulf --[starred_actors]--> Anthony Hopkins
Path (Raw):       Neil Gaiman --[No Operation]--> Neil Gaiman --[(INV) written_by]--> Beowulf --[starred_actors]--> Anthony Hopkins
Neg LogProb(↓):   0.017050
Path Entropy(↓):  0.087534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in bang the drum slowly
Start Entity:     Bang the Drum Slowly
Gold Answer:      [['Priscilla Chapman', 'John Hartwell', 'Michael Mann', 'Jake LaMotta', 'David Mamet', 'Michael Cimino', 'Deric Washburn', 'Louis Garfinkle', 'Quinn K. Redeker', 'Kenneth Lonergan', 'Rodrigo Cortés', 'William Hjortsberg', 'Greg Glienna', 'Mary Ruth Clarke', 'Jim Herzfeld', 'Georges Simenon', 'Tonino Guerra', 'Massimo De Rita', 'Kario Salem', 'Daniel E. Taylor', 'Charles McKeown', 'Art Linson', 'James Mangold', 'Scott McPherson', 'Martin Scorsese', 'Mardik Martin', 'Nicholas Pileggi', 'Robert Bolt', 'Giuseppe Tornatore', 'Alan Glynn', 'Gerald Kersh', 'Tennessee Williams', 'John D. MacDonald', 'Bernardo Bertolucci', 'Joel Schumacher', 'Ernest Tidyman', 'Chazz Palminteri', 'Justin Zackham', 'Karine Sudan', 'Cédric Kahn', 'Oliver Sacks', 'Stephen Metcalfe', 'Abby Mann', 'James Mills', 'Ranulph Fiennes', 'Hilary Henkin', 'Larry Beinhart', 'Joan Didion', 'John Gregory Dunne', 'Gregory Widen', 'Luc Besson', 'David O. Russell', 'Nick Flynn', 'Peter Tolan', 'F. Scott Fitzgerald', 'Ranald MacDougall', 'James Russo', 'Alan Parker', 'Peter Abrahams', 'Lionel Chetwynd', 'Sergio Leone', 'Paul Schrader', 'Paul Morrissey', 'Albert Husson', 'Larry Cohen', 'Brian De Palma', 'Richard Price', 'Mary Shelley', 'Kirk Jones', 'Tom Stoppard', 'J.D. Zeik', 'Tobias Wolff', 'Matthew Quick', 'Ettore Scola', 'Tonino Benacquista', 'Terry Gilliam', 'James R. Webb', 'Harold Ramis', 'John Hamburg', 'Evan Daugherty', 'Peter Berneis', 'Robert Rodriguez', 'Edward Anderson', 'Harold Pinter', 'Irwin Winkler', 'David Grovic', 'Paul Conway', 'Bob Randall']]
Predicted Ans:    Nicholas Pileggi
Predicted Path:   Bang the Drum Slowly --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Nicholas Pileggi
Path (Raw):       Bang the Drum Slowly --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Goodfellas --[written_by]--> Nicholas Pileggi
Neg LogProb(↓):   1.626607
Path Entropy(↓):  2.674572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of pursuit to algiers
Start Entity:     Pursuit to Algiers
Gold Answer:      [['Kind Lady', 'Dressed to Kill', 'Bathing Beauty', 'Sherlock Holmes and the Voice of Terror', 'The Court Jester', 'The Black Sleep', 'Sherlock Holmes and the Secret Weapon', 'Captain Blood', 'Suspicion', 'She', 'The Dawn Patrol', "Casanova's Big Night", 'The Woman in Green', 'The Bishop Murder Case', 'If I Were King', 'Sherlock Holmes in Washington', 'Sherlock Holmes Faces Death', 'Confession', 'Play Girl', 'The Garden of Allah', 'The Pearl of Death', 'Crossroads', "Frenchman's Creek", 'The Adventures of Robin Hood', 'The Adventures of Sherlock Holmes', 'The Hound of the Baskervilles', 'Queen of Blood', 'Son of Frankenstein', 'Voyage to the Prehistoric Planet', 'The Mark of Zorro', 'Terror by Night']]
Predicted Ans:    The Dawn Patrol
Predicted Path:   Pursuit to Algiers --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Path (Raw):       Pursuit to Algiers --[starred_actors]--> Basil Rathbone --[No Operation]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol
Neg LogProb(↓):   1.167082
Path Entropy(↓):  1.594718
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor matt walton acted together with who
Start Entity:     Matt Walton
Gold Answer:      [['Janel Moloney', 'Daniel London']]
Predicted Ans:    Matt Walton
Predicted Path:   Matt Walton --[(INV) starred_actors]--> Armless --[starred_actors]--> Matt Walton
Path (Raw):       Matt Walton --[No Operation]--> Matt Walton --[(INV) starred_actors]--> Armless --[starred_actors]--> Matt Walton
Neg LogProb(↓):   0.001451
Path Entropy(↓):  0.010974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of plastic bag is also the director of which films
Start Entity:     Plastic Bag
Gold Answer:      [['Goodbye Solo', 'At Any Price', 'Man Push Cart', 'Chop Shop', '99 Homes']]
Predicted Ans:    99 Homes
Predicted Path:   Plastic Bag --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes
Path (Raw):       Plastic Bag --[directed_by]--> Ramin Bahrani --[(INV) directed_by]--> 99 Homes --[No Operation]--> 99 Homes
Neg LogProb(↓):   0.312560
Path Entropy(↓):  0.945192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film outbreak
Start Entity:     Outbreak
Gold Answer:      [['Caroline Thompson', 'Murray Schisgal', 'Elaine May', 'Paul Haggis', 'Annie Proulx', 'Kevin Spacey', 'Richard Maibaum', 'Gerard Stembridge', 'Cyril Hume', 'Scott Sanders', 'Patrick Quinn', 'Arthur Krystal', 'George Huang', 'David Mamet', 'Zach Helm', 'Gene Lyons', 'Joe Conason', 'Simon Moore', 'Paul Sado', 'Mark Jonathan Harris', 'James Ellroy', 'Bryan Singer', 'Guy Thomas', 'J.C. Chandor', 'Curtis Hanson', 'Henri Charrière', 'Charles Leavitt', 'Gene Brewer', 'Elmore Leonard', 'Michael Schiffer', 'Frank Darabont', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Heywood Gould', 'Sam Peckinpah', 'Nick Castle', 'Daniel Defoe', 'Michael Markowitz', 'Robert Sheckley', 'Michael Crichton', 'Andrew Stanton', 'E.L. Doctorow', 'David Webb Peoples', 'Joseph Kosinski', 'Barry Morrow', 'Leslie Dixon', 'Catherine Ryan Hyde', 'Grace Cary Bickley', 'Charles Webb', 'Ronald Bass', 'Joe Ranft', 'Stanley Roberts', 'Jeff Maguire', 'Calder Willingham', 'Brad Silberling', 'Graham Yost', 'Andrew Bergman', 'Buck Henry', 'Justin Zackham', 'Kevin Jarre', 'F.X. Toole', 'Lincoln Kirstein', 'Yuri Zeltser', 'Robert Gould Shaw', 'Peter Burchard', 'Jason Smilovic', 'Kathleen Tynan', 'Michael Brandt', 'Hilary Henkin', 'Larry Beinhart', 'Jon Ronson', 'David Zelag Goodman', 'Larry Gelbart', 'Charles Randolph', 'Luc Besson', 'David O. Russell', 'Jeff Baena', 'Thomas Berger', 'Thomas Moffett', 'Ken Friedman', 'David J. Burke', 'Mark Millar', 'Arthur Miller', 'Thomas McCarthy', 'Mark Spragg', 'Trent Cooper', 'Lars Gudmestad', 'James V. Hart', 'Malia Scotch Marmo', 'John Grisham', 'John Berendt', 'Steve Oedekerk', 'John Francis Daley', 'Carl Bernstein', 'Bob Woodward', 'Drew Fellman', 'Dave Barry', 'Rod Lurie', 'Gordon Williams', 'John Lasseter', 'Chris Morgan', 'Alfred Uhry', 'Joel Hopkins', 'Waldo Salt', 'James Leo Herlihy', 'Ron Shelton', 'Steve Koren', "Mark O'Keefe", 'Dayyan Eng', 'Tom Stoppard', 'David Klass', 'Duncan Jones', 'Brian Helgeland', 'Tom Matthews', 'Eric Williams', 'Ben Mezrich', 'David Franzoni', 'John Godey', 'Charles Martin Smith', 'James Patterson', 'Marc Moss', 'Julian Barry', 'Derek Haas', 'Joseph Finder', 'Charles Baxter', 'Pen Densham', 'Bob Shaw', 'William Goldman', 'Alan Ball', 'John Wainwright', 'Vincent Patrick', 'John Carlin']]
Predicted Ans:    Steve Koren
Predicted Path:   Outbreak --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Path (Raw):       Outbreak --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[written_by]--> Steve Koren
Neg LogProb(↓):   0.663356
Path Entropy(↓):  2.012941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of christopher hampton directed films
Start Entity:     Christopher Hampton
Gold Answer:      [['1996', '1995']]
Predicted Ans:    1996
Predicted Path:   Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[release_year]--> 1996
Path (Raw):       Christopher Hampton --[No Operation]--> Christopher Hampton --[(INV) directed_by]--> The Secret Agent --[release_year]--> 1996
Neg LogProb(↓):   0.420696
Path Entropy(↓):  0.643311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in i - see - you. com
Start Entity:     I-See-You.Com
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Biography', 'Drama', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   I-See-You.Com --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[has_genre]--> Drama
Path (Raw):       I-See-You.Com --[starred_actors]--> Rosanna Arquette --[(INV) starred_actors]--> The Big Blue --[has_genre]--> Drama
Neg LogProb(↓):   0.287233
Path Entropy(↓):  0.594815
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the monk
Start Entity:     The Monk
Gold Answer:      [['Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Monk --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[has_genre]--> Drama
Path (Raw):       The Monk --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[has_genre]--> Drama
Neg LogProb(↓):   0.533105
Path Entropy(↓):  1.190750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the two faces of january actors
Start Entity:     The Two Faces of January
Gold Answer:      [['Andrew Jarecki', 'Philip Ridley', 'Mike Newell', 'James B. Harris', 'Chadd Harbold', 'Graeme Clifford', 'Peter Bogdanovich', 'Leslye Headland', 'Betty Thomas', 'Ethan Coen', 'Madonna', 'Richard Loncraine', 'Yam Laranas', 'Vicente Amorim', 'Ingmar Bergman', 'Peyton Reed', 'Lars von Trier', 'Ridley Scott', 'Rob Cohen', 'Charlie Stratton', 'Andrew Davis', 'Sofia Coppola', 'Takeshi Kitano', "Tommy O'Haver", 'Sam Raimi', 'John Hillcoat', 'David Cronenberg', 'Joe Johnston', 'Cameron Crowe', 'Andrew Fleming', 'Alejandro Amenábar', 'Michael Patrick Jann']]
Predicted Ans:    Philip Ridley
Predicted Path:   The Two Faces of January --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Path (Raw):       The Two Faces of January --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Neg LogProb(↓):   0.242400
Path Entropy(↓):  0.613388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of epic
Start Entity:     Epic
Gold Answer:      [['30 Minutes or Less']]
Predicted Ans:    30 Minutes or Less
Predicted Path:   Epic --[starred_actors]--> Aziz Ansari --[(INV) starred_actors]--> 30 Minutes or Less
Path (Raw):       Epic --[starred_actors]--> Aziz Ansari --[No Operation]--> Aziz Ansari --[(INV) starred_actors]--> 30 Minutes or Less
Neg LogProb(↓):   0.010874
Path Entropy(↓):  0.063044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by tomu uchida were written by who
Start Entity:     Tomu Uchida
Gold Answer:      [['Tsutomu Minakami']]
Predicted Ans:    Tsutomu Minakami
Predicted Path:   Tomu Uchida --[(INV) directed_by]--> A Fugitive from the Past --[written_by]--> Tsutomu Minakami
Path (Raw):       Tomu Uchida --[No Operation]--> Tomu Uchida --[(INV) directed_by]--> A Fugitive from the Past --[written_by]--> Tsutomu Minakami
Neg LogProb(↓):   0.565988
Path Entropy(↓):  0.683926
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie live nude girls, when was it released
Start Entity:     Live Nude Girls
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Live Nude Girls --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Path (Raw):       Live Nude Girls --[release_year]--> 1995 --[(INV) release_year]--> A Personal Journey with Martin Scorsese Through American Movies --[release_year]--> 1995
Neg LogProb(↓):   3.309412
Path Entropy(↓):  4.665199
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by tiffany
Start Entity:     Tiffany
Gold Answer:      [['Mary Lambert', 'Eric Forsberg']]
Predicted Ans:    Eric Forsberg
Predicted Path:   Tiffany --[(INV) starred_actors]--> Mega Piranha --[directed_by]--> Eric Forsberg
Path (Raw):       Tiffany --[No Operation]--> Tiffany --[(INV) starred_actors]--> Mega Piranha --[directed_by]--> Eric Forsberg
Neg LogProb(↓):   0.000813
Path Entropy(↓):  0.006594
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for rocky ii
Start Entity:     Rocky II
Gold Answer:      [['Sylvester Stallone']]
Predicted Ans:    Sylvester Stallone
Predicted Path:   Rocky II --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[written_by]--> Sylvester Stallone
Path (Raw):       Rocky II --[written_by]--> Sylvester Stallone --[(INV) written_by]--> Rambo --[written_by]--> Sylvester Stallone
Neg LogProb(↓):   0.018415
Path Entropy(↓):  0.103672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by latif yahia were released in which years
Start Entity:     Latif Yahia
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Latif Yahia --[(INV) written_by]--> The Devil's Double --[release_year]--> 2011
Path (Raw):       Latif Yahia --[No Operation]--> Latif Yahia --[(INV) written_by]--> The Devil's Double --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film chouchou were released in which years
Start Entity:     Chouchou
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2006
Predicted Path:   Chouchou --[starred_actors]--> Gad Elmaleh --[(INV) starred_actors]--> The Valet --[release_year]--> 2006
Path (Raw):       Chouchou --[starred_actors]--> Gad Elmaleh --[(INV) starred_actors]--> The Valet --[release_year]--> 2006
Neg LogProb(↓):   0.330954
Path Entropy(↓):  0.802818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of spede pasanen written films
Start Entity:     Spede Pasanen
Gold Answer:      [['Ere Kokkonen']]
Predicted Ans:    Spede Pasanen
Predicted Path:   Spede Pasanen --[(INV) written_by]--> Uuno Turhapuro armeijan leivissä --[written_by]--> Spede Pasanen
Path (Raw):       Spede Pasanen --[No Operation]--> Spede Pasanen --[(INV) written_by]--> Uuno Turhapuro armeijan leivissä --[written_by]--> Spede Pasanen
Neg LogProb(↓):   0.285273
Path Entropy(↓):  0.798707
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the films that share actors with shanghai in
Start Entity:     Shanghai
Gold Answer:      [['English', 'Danish']]
Predicted Ans:    English
Predicted Path:   Shanghai --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[in_language]--> English
Path (Raw):       Shanghai --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[in_language]--> English
Neg LogProb(↓):   0.488705
Path Entropy(↓):  0.895381
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films was dean o'flaherty a writer on
Start Entity:     Dean O'Flaherty
Gold Answer:      [['Beautiful']]
Predicted Ans:    Beautiful
Predicted Path:   Dean O'Flaherty --[(INV) written_by]--> Beautiful --[written_by]--> Dean O'Flaherty --[(INV) written_by]--> Beautiful
Path (Raw):       Dean O'Flaherty --[(INV) written_by]--> Beautiful --[written_by]--> Dean O'Flaherty --[(INV) written_by]--> Beautiful
Neg LogProb(↓):   0.000982
Path Entropy(↓):  0.008048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed eddie and the cruisers
Start Entity:     Eddie and the Cruisers
Gold Answer:      [['AJ Carothers']]
Predicted Ans:    AJ Carothers
Predicted Path:   Eddie and the Cruisers --[directed_by]--> Martin Davidson --[(INV) directed_by]--> Hero at Large --[written_by]--> AJ Carothers
Path (Raw):       Eddie and the Cruisers --[directed_by]--> Martin Davidson --[(INV) directed_by]--> Hero at Large --[written_by]--> AJ Carothers
Neg LogProb(↓):   0.617147
Path Entropy(↓):  0.755960
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of son of dracula
Start Entity:     Son of Dracula
Gold Answer:      [['Short', 'Drama', 'Comedy', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Son of Dracula --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[has_genre]--> Crime
Path (Raw):       Son of Dracula --[directed_by]--> Robert Siodmak --[(INV) directed_by]--> The Killers --[has_genre]--> Crime
Neg LogProb(↓):   1.370212
Path Entropy(↓):  2.079431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the girl who leapt through time
Start Entity:     The Girl Who Leapt Through Time
Gold Answer:      [['Mamoru Hosoda', 'Satoshi Kon']]
Predicted Ans:    Mamoru Hosoda
Predicted Path:   The Girl Who Leapt Through Time --[written_by]--> Yasutaka Tsutsui --[(INV) written_by]--> The Girl Who Leapt Through Time --[directed_by]--> Mamoru Hosoda
Path (Raw):       The Girl Who Leapt Through Time --[written_by]--> Yasutaka Tsutsui --[(INV) written_by]--> The Girl Who Leapt Through Time --[directed_by]--> Mamoru Hosoda
Neg LogProb(↓):   0.436172
Path Entropy(↓):  0.652574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed the animal kingdom
Start Entity:     The Animal Kingdom
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Animal Kingdom --[directed_by]--> Edward H. Griffith --[(INV) directed_by]--> The Sky's the Limit --[has_genre]--> Comedy
Path (Raw):       The Animal Kingdom --[directed_by]--> Edward H. Griffith --[(INV) directed_by]--> The Sky's the Limit --[has_genre]--> Comedy
Neg LogProb(↓):   0.001554
Path Entropy(↓):  0.011833
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the outlaw
Start Entity:     The Outlaw
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   The Outlaw --[release_year]--> 1943 --[(INV) release_year]--> Whistling in Brooklyn --[release_year]--> 1943
Path (Raw):       The Outlaw --[release_year]--> 1943 --[(INV) release_year]--> Whistling in Brooklyn --[release_year]--> 1943
Neg LogProb(↓):   1.908034
Path Entropy(↓):  2.991938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie black sabbath
Start Entity:     Black Sabbath
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Black Sabbath --[release_year]--> 1963 --[(INV) release_year]--> Monstrosity --[release_year]--> 1963
Path (Raw):       Black Sabbath --[release_year]--> 1963 --[(INV) release_year]--> Monstrosity --[release_year]--> 1963
Neg LogProb(↓):   2.475085
Path Entropy(↓):  3.390315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the victor victoria director
Start Entity:     Victor Victoria
Gold Answer:      [['Rod Amateau', 'Blake Edwards', 'Steve Martin', 'Nico Mastorakis', 'Maurice Richlin', 'Joseph Stone', 'Stanley Shapiro', 'Gordon Gordon', 'Harry Kurnitz', 'Paul King', 'William Peter Blatty', 'François Truffaut', 'Arthur A. Ross', 'Michael Crichton', 'Marcel Achard', 'Truman Capote', 'Mildred Gordon']]
Predicted Ans:    Blake Edwards
Predicted Path:   Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Path (Raw):       Victor Victoria --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.415139
Path Entropy(↓):  2.829795
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of safe conduct was who
Start Entity:     Safe Conduct
Gold Answer:      [['Bertrand Tavernier']]
Predicted Ans:    Bertrand Tavernier
Predicted Path:   Safe Conduct --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> Death Watch --[directed_by]--> Bertrand Tavernier
Path (Raw):       Safe Conduct --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> Death Watch --[directed_by]--> Bertrand Tavernier
Neg LogProb(↓):   0.402543
Path Entropy(↓):  0.688937
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by stig henrik hoff in
Start Entity:     Stig Henrik Hoff
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   Stig Henrik Hoff --[(INV) starred_actors]--> Into the White --[has_genre]--> War
Path (Raw):       Stig Henrik Hoff --[No Operation]--> Stig Henrik Hoff --[(INV) starred_actors]--> Into the White --[has_genre]--> War
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does bruce perens act in
Start Entity:     Bruce Perens
Gold Answer:      [['Revolution OS']]
Predicted Ans:    Revolution OS
Predicted Path:   Bruce Perens --[(INV) starred_actors]--> Revolution OS --[starred_actors]--> Linus Torvalds --[(INV) starred_actors]--> Revolution OS
Path (Raw):       Bruce Perens --[(INV) starred_actors]--> Revolution OS --[starred_actors]--> Linus Torvalds --[(INV) starred_actors]--> Revolution OS
Neg LogProb(↓):   0.523708
Path Entropy(↓):  0.739518
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie ned kelly
Start Entity:     Ned Kelly
Gold Answer:      [['Tony Richardson']]
Predicted Ans:    John Michael McDonagh
Predicted Path:   Ned Kelly --[written_by]--> John Michael McDonagh --[(INV) written_by]--> The Guard --[written_by]--> John Michael McDonagh
Path (Raw):       Ned Kelly --[written_by]--> John Michael McDonagh --[(INV) written_by]--> The Guard --[written_by]--> John Michael McDonagh
Neg LogProb(↓):   0.057236
Path Entropy(↓):  0.215786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote movies with robert m. fresco
Start Entity:     Robert M. Fresco
Gold Answer:      [['Jack Arnold', 'Martin Berkeley']]
Predicted Ans:    Martin Berkeley
Predicted Path:   Robert M. Fresco --[(INV) written_by]--> Tarantula --[written_by]--> Martin Berkeley
Path (Raw):       Robert M. Fresco --[No Operation]--> Robert M. Fresco --[(INV) written_by]--> Tarantula --[written_by]--> Martin Berkeley
Neg LogProb(↓):   0.002233
Path Entropy(↓):  0.015957
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the full monty
Start Entity:     The Full Monty
Gold Answer:      [['Peter Cattaneo']]
Predicted Ans:    Peter Cattaneo
Predicted Path:   The Full Monty --[directed_by]--> Peter Cattaneo --[(INV) directed_by]--> The Rocker --[directed_by]--> Peter Cattaneo
Path (Raw):       The Full Monty --[directed_by]--> Peter Cattaneo --[(INV) directed_by]--> The Rocker --[directed_by]--> Peter Cattaneo
Neg LogProb(↓):   0.010681
Path Entropy(↓):  0.058872
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed american violet
Start Entity:     American Violet
Gold Answer:      [['Tim Disney']]
Predicted Ans:    Tim Disney
Predicted Path:   American Violet --[directed_by]--> Tim Disney --[(INV) directed_by]--> American Violet --[directed_by]--> Tim Disney
Path (Raw):       American Violet --[directed_by]--> Tim Disney --[(INV) directed_by]--> American Violet --[directed_by]--> Tim Disney
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the magic of belle isle
Start Entity:     The Magic of Belle Isle
Gold Answer:      [['2008', '2003', '1992', '2006', '1985', '1984', '2007', '1998', '2009', '2004', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '2011', '2013', '1988', '2000', '1997', '2005', '1991', '1987']]
Predicted Ans:    2009
Predicted Path:   The Magic of Belle Isle --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Thick as Thieves --[release_year]--> 2009
Path (Raw):       The Magic of Belle Isle --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Thick as Thieves --[release_year]--> 2009
Neg LogProb(↓):   1.693631
Path Entropy(↓):  2.969202
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by 3 godfathers writers release
Start Entity:     3 Godfathers
Gold Answer:      [['1948', '1957', '1942', '1932', '1955', '1952']]
Predicted Ans:    1948
Predicted Path:   3 Godfathers --[written_by]--> Frank S. Nugent --[(INV) written_by]--> Fort Apache --[release_year]--> 1948
Path (Raw):       3 Godfathers --[written_by]--> Frank S. Nugent --[(INV) written_by]--> Fort Apache --[release_year]--> 1948
Neg LogProb(↓):   0.055861
Path Entropy(↓):  0.251054
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by leonor silveira were written by who
Start Entity:     Leonor Silveira
Gold Answer:      [['Manoel de Oliveira']]
Predicted Ans:    Manoel de Oliveira
Predicted Path:   Leonor Silveira --[(INV) starred_actors]--> A Talking Picture --[written_by]--> Manoel de Oliveira
Path (Raw):       Leonor Silveira --[No Operation]--> Leonor Silveira --[(INV) starred_actors]--> A Talking Picture --[written_by]--> Manoel de Oliveira
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film demetrius and the gladiators were in which genres
Start Entity:     Demetrius and the Gladiators
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Demetrius and the Gladiators --[written_by]--> Philip Dunne --[(INV) written_by]--> How Green Was My Valley --[has_genre]--> Drama
Path (Raw):       Demetrius and the Gladiators --[written_by]--> Philip Dunne --[(INV) written_by]--> How Green Was My Valley --[has_genre]--> Drama
Neg LogProb(↓):   0.030439
Path Entropy(↓):  0.166274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie the journey of natty gann
Start Entity:     The Journey of Natty Gann
Gold Answer:      [['Ray Wise', 'John Cusack', 'Meredith Salenger', 'Lainie Kazan']]
Predicted Ans:    John Cusack
Predicted Path:   The Journey of Natty Gann --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Floundering --[starred_actors]--> John Cusack
Path (Raw):       The Journey of Natty Gann --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Floundering --[starred_actors]--> John Cusack
Neg LogProb(↓):   1.001569
Path Entropy(↓):  1.766641
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the gilded lily screenwriters
Start Entity:     The Gilded Lily
Gold Answer:      [['Musical', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Gilded Lily --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[has_genre]--> Comedy
Path (Raw):       The Gilded Lily --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily --[has_genre]--> Comedy
Neg LogProb(↓):   0.045249
Path Entropy(↓):  0.190414
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie amigo
Start Entity:     Amigo
Gold Answer:      [['1983', '1988', '1997', '1992', '1991', '1996', '2004', '2013', '1999', '2002', '1994', '1987', '1984', '2007']]
Predicted Ans:    1987
Predicted Path:   Amigo --[directed_by]--> John Sayles --[(INV) directed_by]--> Matewan --[release_year]--> 1987
Path (Raw):       Amigo --[directed_by]--> John Sayles --[(INV) directed_by]--> Matewan --[release_year]--> 1987
Neg LogProb(↓):   0.802988
Path Entropy(↓):  1.915831
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by dylan haggerty
Start Entity:     Dylan Haggerty
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Dylan Haggerty --[(INV) starred_actors]--> Interview with the Assassin --[release_year]--> 2002
Path (Raw):       Dylan Haggerty --[No Operation]--> Dylan Haggerty --[(INV) starred_actors]--> Interview with the Assassin --[release_year]--> 2002
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000123
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by anthony higgins release
Start Entity:     Anthony Higgins
Gold Answer:      [['2012', '1970', '1948', '1981']]
Predicted Ans:    1970
Predicted Path:   Anthony Higgins --[(INV) starred_actors]--> Something for Everyone --[release_year]--> 1970
Path (Raw):       Anthony Higgins --[No Operation]--> Anthony Higgins --[(INV) starred_actors]--> Something for Everyone --[release_year]--> 1970
Neg LogProb(↓):   0.857459
Path Entropy(↓):  0.681625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed national lampoon's vacation
Start Entity:     National Lampoon's Vacation
Gold Answer:      [['Drama', 'Sport', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   National Lampoon's Vacation --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[has_genre]--> Comedy
Path (Raw):       National Lampoon's Vacation --[directed_by]--> Harold Ramis --[(INV) directed_by]--> Analyze That --[has_genre]--> Comedy
Neg LogProb(↓):   0.772529
Path Entropy(↓):  1.029816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film east of eden
Start Entity:     East of Eden
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   East of Eden --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Path (Raw):       East of Eden --[release_year]--> 1955 --[(INV) release_year]--> The Kentuckian --[release_year]--> 1955
Neg LogProb(↓):   2.450263
Path Entropy(↓):  3.744580
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of a piece of the action
Start Entity:     A Piece of the Action
Gold Answer:      [['Gilda Radner', 'Richard Pryor', 'Sidney Poitier', 'Gene Wilder', 'Bill Cosby', 'Calvin Lockhart', 'Harry Belafonte']]
Predicted Ans:    Sidney Poitier
Predicted Path:   A Piece of the Action --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[starred_actors]--> Sidney Poitier
Path (Raw):       A Piece of the Action --[directed_by]--> Sidney Poitier --[(INV) directed_by]--> Uptown Saturday Night --[starred_actors]--> Sidney Poitier
Neg LogProb(↓):   0.064126
Path Entropy(↓):  0.326729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie husk
Start Entity:     Husk
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Husk --[directed_by]--> Brett Simmons --[(INV) directed_by]--> The Monkey's Paw --[release_year]--> 2013
Path (Raw):       Husk --[directed_by]--> Brett Simmons --[(INV) directed_by]--> The Monkey's Paw --[release_year]--> 2013
Neg LogProb(↓):   0.055180
Path Entropy(↓):  0.214894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of ladybug ladybug
Start Entity:     Ladybug Ladybug
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Ladybug Ladybug --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Path (Raw):       Ladybug Ladybug --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Neg LogProb(↓):   2.486403
Path Entropy(↓):  3.442873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does richard briers appear in
Start Entity:     Richard Briers
Gold Answer:      [['Watership Down']]
Predicted Ans:    An Englishman in New York
Predicted Path:   Richard Briers --[(INV) starred_actors]--> Watership Down --[starred_actors]--> John Hurt --[(INV) starred_actors]--> An Englishman in New York
Path (Raw):       Richard Briers --[(INV) starred_actors]--> Watership Down --[starred_actors]--> John Hurt --[(INV) starred_actors]--> An Englishman in New York
Neg LogProb(↓):   1.106444
Path Entropy(↓):  1.603017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Stephen frears appears in which movies
Start Entity:     Stephen Frears
Gold Answer:      [['Great Directors']]
Predicted Ans:    Great Directors
Predicted Path:   Stephen Frears --[(INV) starred_actors]--> Great Directors --[starred_actors]--> Liliana Cavani --[(INV) starred_actors]--> Great Directors
Path (Raw):       Stephen Frears --[(INV) starred_actors]--> Great Directors --[starred_actors]--> Liliana Cavani --[(INV) starred_actors]--> Great Directors
Neg LogProb(↓):   0.129956
Path Entropy(↓):  0.374726
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie loft
Start Entity:     Loft
Gold Answer:      [['Etsushi Toyokawa', 'Miki Nakatani']]
Predicted Ans:    Masato Hagiwara
Predicted Path:   Loft --[starred_actors]--> Miki Nakatani --[(INV) starred_actors]--> Chaos --[starred_actors]--> Masato Hagiwara
Path (Raw):       Loft --[starred_actors]--> Miki Nakatani --[(INV) starred_actors]--> Chaos --[starred_actors]--> Masato Hagiwara
Neg LogProb(↓):   0.184471
Path Entropy(↓):  0.588489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by terry george
Start Entity:     Terry George
Gold Answer:      [['Bill Paxton', 'Joaquin Phoenix', 'Don Cheadle', 'Fionnula Flanagan', 'Emma Thompson', 'Helen Mirren']]
Predicted Ans:    Helen Mirren
Predicted Path:   Terry George --[(INV) written_by]--> Some Mother's Son --[starred_actors]--> Helen Mirren
Path (Raw):       Terry George --[No Operation]--> Terry George --[(INV) written_by]--> Some Mother's Son --[starred_actors]--> Helen Mirren
Neg LogProb(↓):   0.000054
Path Entropy(↓):  0.000585
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in crank
Start Entity:     Crank
Gold Answer:      [['Italian', 'Japanese', 'French', 'Russian']]
Predicted Ans:    Italian
Predicted Path:   Crank --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[in_language]--> Italian
Path (Raw):       Crank --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[in_language]--> Italian
Neg LogProb(↓):   1.401630
Path Entropy(↓):  1.883324
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film charlie chan in panama
Start Entity:     Charlie Chan in Panama
Gold Answer:      [['1940']]
Predicted Ans:    1940
Predicted Path:   Charlie Chan in Panama --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Path (Raw):       Charlie Chan in Panama --[release_year]--> 1940 --[(INV) release_year]--> Charlie Chan in Panama --[release_year]--> 1940
Neg LogProb(↓):   1.972389
Path Entropy(↓):  3.700344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed they
Start Entity:     They
Gold Answer:      [['William Forsythe', 'Zachary Knighton', 'Jennifer Jason Leigh', 'Roger Rees', 'Steven McCarthy', 'C. Thomas Howell', 'John Travolta', 'Sean Bean', 'Jim Caviezel', 'Jeff Daniels', 'Sophia Bush', 'Rhona Mitra', 'Ted Levine', 'Frankie Faison', 'Jeffrey DeMunn', 'Armand Assante', 'Rosanna Arquette', 'Rutger Hauer', 'Colm Feore', 'Kieran Culkin']]
Predicted Ans:    Rutger Hauer
Predicted Path:   They --[directed_by]--> Robert Harmon --[(INV) directed_by]--> The Hitcher --[starred_actors]--> Rutger Hauer
Path (Raw):       They --[directed_by]--> Robert Harmon --[(INV) directed_by]--> The Hitcher --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.617220
Path Entropy(↓):  1.106603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of filth
Start Entity:     Filth
Gold Answer:      [['Cass']]
Predicted Ans:    Drama
Predicted Path:   Filth --[directed_by]--> Jon S. Baird --[(INV) directed_by]--> Cass --[has_genre]--> Drama
Path (Raw):       Filth --[directed_by]--> Jon S. Baird --[(INV) directed_by]--> Cass --[has_genre]--> Drama
Neg LogProb(↓):   0.232638
Path Entropy(↓):  0.648258
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of the movie little big soldier
Start Entity:     Little Big Soldier
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Little Big Soldier --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Little Big Soldier --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.481484
Path Entropy(↓):  4.521260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does first love fall under
Start Entity:     First Love
Gold Answer:      [['Musical']]
Predicted Ans:    Drama
Predicted Path:   First Love --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       First Love --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.077354
Path Entropy(↓):  4.349733
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies starred by mary reilly actors release
Start Entity:     Mary Reilly
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '1939', '2009', '1951', '2010', '2004', '1994', '1995', '1948', '2001', '1990', '1996', '2002', '2012', '1988', '2000', '1997', '1966', '1991', '1999', '1987']]
Predicted Ans:    1995
Predicted Path:   Mary Reilly --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       Mary Reilly --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.392051
Path Entropy(↓):  1.224738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is how much do you love me?
Start Entity:     How Much Do You Love Me?
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   How Much Do You Love Me? --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       How Much Do You Love Me? --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.427016
Path Entropy(↓):  4.469450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the sensation of sight released
Start Entity:     The Sensation of Sight
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   The Sensation of Sight --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       The Sensation of Sight --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   3.144557
Path Entropy(↓):  4.711360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by the marx brothers were written by who
Start Entity:     The Marx Brothers
Gold Answer:      [['Nat Perrin', 'Harry Ruby', 'George S. Kaufman', 'Morrie Ryskind', 'Bert Kalmar', 'Ben Hecht', 'Arthur Sheekman', 'Will B. Johnstone']]
Predicted Ans:    Ben Hecht
Predicted Path:   The Marx Brothers --[(INV) starred_actors]--> Monkey Business --[written_by]--> Ben Hecht
Path (Raw):       The Marx Brothers --[No Operation]--> The Marx Brothers --[(INV) starred_actors]--> Monkey Business --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.117319
Path Entropy(↓):  0.347980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in my son john also appears in which movies
Start Entity:     My Son John
Gold Answer:      [['Her Highness and the Bellboy', 'The Clock', 'See Here, Private Hargrove', 'Thirty Seconds Over Tokyo', 'Strangers on a Train']]
Predicted Ans:    Thirty Seconds Over Tokyo
Predicted Path:   My Son John --[starred_actors]--> Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo
Path (Raw):       My Son John --[starred_actors]--> Robert Walker --[No Operation]--> Robert Walker --[(INV) starred_actors]--> Thirty Seconds Over Tokyo
Neg LogProb(↓):   0.355910
Path Entropy(↓):  0.852264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of possession starred who
Start Entity:     Possession
Gold Answer:      [['Patrick Wilson', 'Kerry Washington', 'Aaron Eckhart', 'Gretchen Mol', 'Nicolas Cage', 'Greg Kinnear', 'Renée Zellweger', 'Christopher Lee', 'Chris Rock', 'Stacy Edwards', 'Rachel Weisz', 'Edward Woodward', 'Britt Ekland', 'Diane Cilento', 'Matt Malloy', 'Samuel L. Jackson', 'Peter Dinklage', 'Paul Rudd', 'Morgan Freeman']]
Predicted Ans:    Aaron Eckhart
Predicted Path:   Possession --[directed_by]--> Neil LaBute --[(INV) directed_by]--> In the Company of Men --[starred_actors]--> Aaron Eckhart
Path (Raw):       Possession --[directed_by]--> Neil LaBute --[(INV) directed_by]--> In the Company of Men --[starred_actors]--> Aaron Eckhart
Neg LogProb(↓):   0.395897
Path Entropy(↓):  0.741330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed stealing beauty
Start Entity:     Stealing Beauty
Gold Answer:      [['Bernardo Bertolucci', 'James Lasdun', 'Jorge Luis Borges', 'Alberto Moravia', 'Mark Peploe', 'Gilbert Adair', 'Paul Bowles']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   Stealing Beauty --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[written_by]--> Bernardo Bertolucci
Path (Raw):       Stealing Beauty --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> Me and You --[written_by]--> Bernardo Bertolucci
Neg LogProb(↓):   1.027758
Path Entropy(↓):  1.672676
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of chicken with plums
Start Entity:     Chicken with Plums
Gold Answer:      [['French']]
Predicted Ans:    English
Predicted Path:   Chicken with Plums --[directed_by]--> Marjane Satrapi --[(INV) directed_by]--> Chicken with Plums --[in_language]--> English
Path (Raw):       Chicken with Plums --[directed_by]--> Marjane Satrapi --[(INV) directed_by]--> Chicken with Plums --[in_language]--> English
Neg LogProb(↓):   1.116372
Path Entropy(↓):  1.348311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies written by mike myers in
Start Entity:     Mike Myers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mike Myers --[(INV) written_by]--> The Love Guru --[has_genre]--> Comedy
Path (Raw):       Mike Myers --[No Operation]--> Mike Myers --[(INV) written_by]--> The Love Guru --[has_genre]--> Comedy
Neg LogProb(↓):   0.318692
Path Entropy(↓):  0.586282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by king leopold's ghost actors
Start Entity:     King Leopold's Ghost
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Path (Raw):       King Leopold's Ghost --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> Volcano --[has_genre]--> Drama
Neg LogProb(↓):   0.482393
Path Entropy(↓):  1.034491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed bus stop
Start Entity:     Bus Stop
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Bus Stop --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Fanny --[has_genre]--> Drama
Path (Raw):       Bus Stop --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Fanny --[has_genre]--> Drama
Neg LogProb(↓):   0.732557
Path Entropy(↓):  0.883633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by elissa landi
Start Entity:     Elissa Landi
Gold Answer:      [['Drama', 'Adventure', 'Action', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Elissa Landi --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Path (Raw):       Elissa Landi --[No Operation]--> Elissa Landi --[(INV) starred_actors]--> The Count of Monte Cristo --[has_genre]--> Drama
Neg LogProb(↓):   0.059937
Path Entropy(↓):  0.294042
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by pitfall actors release
Start Entity:     Pitfall
Gold Answer:      [['1946', '1954', '1944', '1936', '2006', '1935', '1968', '1998', '1933', '1957', '1951', '1928', '1947', '1932', '1956', '1972', '1940', '1955', '1934', '1950', '1991', '1999', '1945', '1937', '1952']]
Predicted Ans:    1968
Predicted Path:   Pitfall --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Path (Raw):       Pitfall --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[release_year]--> 1968
Neg LogProb(↓):   0.699253
Path Entropy(↓):  1.969606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what sky captain and the world of tomorrow is about
Start Entity:     Sky Captain and the World of Tomorrow
Gold Answer:      [['dieselpunk', 'story', 'jude law']]
Predicted Ans:    dieselpunk
Predicted Path:   Sky Captain and the World of Tomorrow --[has_tags]--> dieselpunk --[(INV) has_tags]--> Sky Captain and the World of Tomorrow --[has_tags]--> dieselpunk
Path (Raw):       Sky Captain and the World of Tomorrow --[has_tags]--> dieselpunk --[(INV) has_tags]--> Sky Captain and the World of Tomorrow --[has_tags]--> dieselpunk
Neg LogProb(↓):   0.023173
Path Entropy(↓):  0.121716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of andra martin acted films
Start Entity:     Andra Martin
Gold Answer:      [['Robb White', 'Richard H. Landau']]
Predicted Ans:    Robb White
Predicted Path:   Andra Martin --[(INV) starred_actors]--> Up Periscope --[written_by]--> Robb White
Path (Raw):       Andra Martin --[No Operation]--> Andra Martin --[(INV) starred_actors]--> Up Periscope --[written_by]--> Robb White
Neg LogProb(↓):   0.002567
Path Entropy(↓):  0.017856
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in ella enchanted
Start Entity:     Ella Enchanted
Gold Answer:      [['Hugh Dancy', 'Anne Hathaway']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Ella Enchanted --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Path (Raw):       Ella Enchanted --[starred_actors]--> Anne Hathaway --[(INV) starred_actors]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.006558
Path Entropy(↓):  0.043166
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor shigeki uda is a co - star of who
Start Entity:     Shigeki Uda
Gold Answer:      [['Machiko Ono']]
Predicted Ans:    Shigeki Uda
Predicted Path:   Shigeki Uda --[(INV) starred_actors]--> The Mourning Forest --[starred_actors]--> Shigeki Uda
Path (Raw):       Shigeki Uda --[No Operation]--> Shigeki Uda --[(INV) starred_actors]--> The Mourning Forest --[starred_actors]--> Shigeki Uda
Neg LogProb(↓):   0.068969
Path Entropy(↓):  0.244872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of phil campbell written films
Start Entity:     Phil Campbell
Gold Answer:      [['Stephen Gyllenhaal']]
Predicted Ans:    Stephen Gyllenhaal
Predicted Path:   Phil Campbell --[(INV) written_by]--> Grassroots --[directed_by]--> Stephen Gyllenhaal
Path (Raw):       Phil Campbell --[No Operation]--> Phil Campbell --[(INV) written_by]--> Grassroots --[directed_by]--> Stephen Gyllenhaal
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie blade runner were in which languages
Start Entity:     Blade Runner
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Blade Runner --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[in_language]--> Japanese
Path (Raw):       Blade Runner --[directed_by]--> Ridley Scott --[(INV) directed_by]--> Black Rain --[in_language]--> Japanese
Neg LogProb(↓):   0.004646
Path Entropy(↓):  0.032769
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of play it again, sam
Start Entity:     Play It Again, Sam
Gold Answer:      [['Zelig', 'Stardust Memories', 'Take the Money and Run', 'Scenes from a Mall', "A Midsummer Night's Sex Comedy", 'The Curse of the Jade Scorpion', 'New York Stories', 'Shadows and Fog', 'The Unbelievers', 'Love and Death', 'Manhattan', 'Annie Hall', 'Husbands and Wives', 'Sleeper', 'Fading Gigolo', 'Sweet and Lowdown', 'Antz', 'Bananas', 'The Front', 'Picking Up the Pieces', 'Anything Else', 'Broadway Danny Rose', 'Manhattan Murder Mystery', 'Small Time Crooks']]
Predicted Ans:    Husbands and Wives
Predicted Path:   Play It Again, Sam --[starred_actors]--> Woody Allen --[(INV) starred_actors]--> Husbands and Wives
Path (Raw):       Play It Again, Sam --[starred_actors]--> Woody Allen --[No Operation]--> Woody Allen --[(INV) starred_actors]--> Husbands and Wives
Neg LogProb(↓):   1.745551
Path Entropy(↓):  2.382945
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by clif prowse starred who
Start Entity:     Clif Prowse
Gold Answer:      [['Derek Lee']]
Predicted Ans:    Derek Lee
Predicted Path:   Clif Prowse --[(INV) directed_by]--> Afflicted --[directed_by]--> Derek Lee
Path (Raw):       Clif Prowse --[No Operation]--> Clif Prowse --[(INV) directed_by]--> Afflicted --[directed_by]--> Derek Lee
Neg LogProb(↓):   0.066492
Path Entropy(↓):  0.290338
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by robert l. freedman
Start Entity:     Robert L. Freedman
Gold Answer:      [['Clyde Geronimi', 'Kenneth Branagh', 'Wilfred Jackson', 'Robert Iscove', 'Hamilton Luske', 'James Kirkwood']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Robert L. Freedman --[(INV) written_by]--> Cinderella --[directed_by]--> Kenneth Branagh
Path (Raw):       Robert L. Freedman --[No Operation]--> Robert L. Freedman --[(INV) written_by]--> Cinderella --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.226325
Path Entropy(↓):  0.555546
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by the guns of navarone actors release
Start Entity:     The Guns of Navarone
Gold Answer:      [['1980', '1970', '1946', '1954', '1944', '1959', '1936', '2006', '1967', '1974', '1977', '1968', '1963', '1939', '1957', '1951', '1973', '1953', '1947', '1956', '1943', '1983', '1995', '1976', '1948', '1990', '1989', '1942', '1938', '1996', '2002', '1981', '1961', '2012', '2011', '2013', '1962', '1978', '1964', '1949', '2000', '1966', '1950', '1960', '1991', '1965', '1945', '1987', '1969', '1952', '1958', '1930']]
Predicted Ans:    1960
Predicted Path:   The Guns of Navarone --[starred_actors]--> David Niven --[(INV) starred_actors]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       The Guns of Navarone --[starred_actors]--> David Niven --[(INV) starred_actors]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   0.789709
Path Entropy(↓):  1.933987
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie passage to marseille
Start Entity:     Passage to Marseille
Gold Answer:      [['1946', '1954', '1936', '1935', '1941', '1968', '1939', '1933', '1947', '1932', '1943', '1983', '1995', '1989', '1942', '1940', '1938', '1961', '1955', '1934', '1924', '1949', '1950', '1960', '1945', '1937', '1928', '1958']]
Predicted Ans:    1944
Predicted Path:   Passage to Marseille --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Passage to Marseille --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   1.873687
Path Entropy(↓):  2.913824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film dhoom
Start Entity:     Dhoom
Gold Answer:      [['Rakeysh Omprakash Mehra', 'Sooraj R. Barjatya', 'Sajid Khan', 'Rohit Dhawan', 'Shaad Ali', 'Goldie Behl', 'Claude Lelouch', 'Farah Khan', 'Kabir Khan', 'Mani Ratnam', 'John G. Avildsen', 'Jugal Hansraj', 'Anupam Kher']]
Predicted Ans:    Rohit Dhawan
Predicted Path:   Dhoom --[starred_actors]--> John Abraham --[(INV) starred_actors]--> Desi Boyz --[directed_by]--> Rohit Dhawan
Path (Raw):       Dhoom --[starred_actors]--> John Abraham --[(INV) starred_actors]--> Desi Boyz --[directed_by]--> Rohit Dhawan
Neg LogProb(↓):   0.890435
Path Entropy(↓):  0.749092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film creature from the black lagoon were in which genres
Start Entity:     Creature from the Black Lagoon
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Creature from the Black Lagoon --[directed_by]--> Jack Arnold --[(INV) directed_by]--> No Name on the Bullet --[has_genre]--> Western
Path (Raw):       Creature from the Black Lagoon --[directed_by]--> Jack Arnold --[(INV) directed_by]--> No Name on the Bullet --[has_genre]--> Western
Neg LogProb(↓):   0.145446
Path Entropy(↓):  0.521484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by carlos moreno fall under
Start Entity:     Carlos Moreno
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Carlos Moreno --[(INV) directed_by]--> The Snitch Cartel --[has_genre]--> Crime
Path (Raw):       Carlos Moreno --[No Operation]--> Carlos Moreno --[(INV) directed_by]--> The Snitch Cartel --[has_genre]--> Crime
Neg LogProb(↓):   0.000172
Path Entropy(↓):  0.001662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of the story of seabiscuit
Start Entity:     The Story of Seabiscuit
Gold Answer:      [['The Girl He Left Behind', 'Road to Morocco', 'Bright Eyes', 'Just Imagine', 'April in Paris', 'Captain January', 'The Littlest Rebel', 'The Princess and the Pirate', 'Pigskin Parade', 'Tea for Two', 'Thank Your Lucky Stars', 'San Antonio', 'The Little Colonel', "It's a Great Feeling", "You'll Find Out"]]
Predicted Ans:    The Story of Seabiscuit
Predicted Path:   The Story of Seabiscuit --[directed_by]--> David Butler --[(INV) directed_by]--> The Story of Seabiscuit
Path (Raw):       The Story of Seabiscuit --[No Operation]--> The Story of Seabiscuit --[directed_by]--> David Butler --[(INV) directed_by]--> The Story of Seabiscuit
Neg LogProb(↓):   0.913233
Path Entropy(↓):  1.977015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in bustin'loose
Start Entity:     Bustin' Loose
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bustin' Loose --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[in_language]--> French
Path (Raw):       Bustin' Loose --[starred_actors]--> Richard Pryor --[(INV) starred_actors]--> The Toy --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose writers also wrote beau travail
Start Entity:     Beau Travail
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Beau Travail --[written_by]--> Herman Melville --[(INV) written_by]--> Pola X --[in_language]--> French
Path (Raw):       Beau Travail --[written_by]--> Herman Melville --[(INV) written_by]--> Pola X --[in_language]--> French
Neg LogProb(↓):   0.000479
Path Entropy(↓):  0.004228
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by veiko ounpuu were in which languages
Start Entity:     Veiko Õunpuu
Gold Answer:      [['Estonian']]
Predicted Ans:    Estonian
Predicted Path:   Veiko Õunpuu --[(INV) directed_by]--> Autumn Ball --[in_language]--> Estonian
Path (Raw):       Veiko Õunpuu --[No Operation]--> Veiko Õunpuu --[(INV) directed_by]--> Autumn Ball --[in_language]--> Estonian
Neg LogProb(↓):   0.122361
Path Entropy(↓):  0.357217
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by tiny furniture writers release
Start Entity:     Tiny Furniture
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Tiny Furniture --[written_by]--> Lena Dunham --[(INV) written_by]--> Nobody Walks --[release_year]--> 2012
Path (Raw):       Tiny Furniture --[written_by]--> Lena Dunham --[(INV) written_by]--> Nobody Walks --[release_year]--> 2012
Neg LogProb(↓):   0.008614
Path Entropy(↓):  0.049357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films directed by hue rhodes
Start Entity:     Hue Rhodes
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Hue Rhodes --[(INV) directed_by]--> Saint John of Las Vegas --[has_genre]--> Comedy
Path (Raw):       Hue Rhodes --[No Operation]--> Hue Rhodes --[(INV) directed_by]--> Saint John of Las Vegas --[has_genre]--> Comedy
Neg LogProb(↓):   0.447476
Path Entropy(↓):  0.653866
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of jamaica inn
Start Entity:     Jamaica Inn
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Secret Agent']]
Predicted Ans:    Psycho
Predicted Path:   Jamaica Inn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Psycho
Path (Raw):       Jamaica Inn --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Psycho --[No Operation]--> Psycho
Neg LogProb(↓):   1.813953
Path Entropy(↓):  2.897208
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film don
Start Entity:     Don
Gold Answer:      [['Farhan Akhtar']]
Predicted Ans:    Chandra Barot
Predicted Path:   Don --[directed_by]--> Chandra Barot --[(INV) directed_by]--> Don --[directed_by]--> Chandra Barot
Path (Raw):       Don --[directed_by]--> Chandra Barot --[(INV) directed_by]--> Don --[directed_by]--> Chandra Barot
Neg LogProb(↓):   0.648252
Path Entropy(↓):  1.043811
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the movies written by mark medoff released
Start Entity:     Mark Medoff
Gold Answer:      [['1986', '1988', '1992']]
Predicted Ans:    1992
Predicted Path:   Mark Medoff --[(INV) written_by]--> City of Joy --[release_year]--> 1992
Path (Raw):       Mark Medoff --[No Operation]--> Mark Medoff --[(INV) written_by]--> City of Joy --[release_year]--> 1992
Neg LogProb(↓):   0.907993
Path Entropy(↓):  1.056492
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the beast within also wrote movies
Start Entity:     The Beast Within
Gold Answer:      [['Thinner', 'Psycho II', 'Fright Night', "Child's Play"]]
Predicted Ans:    Child's Play
Predicted Path:   The Beast Within --[written_by]--> Tom Holland --[(INV) written_by]--> Child's Play
Path (Raw):       The Beast Within --[written_by]--> Tom Holland --[(INV) written_by]--> Child's Play --[No Operation]--> Child's Play
Neg LogProb(↓):   0.314600
Path Entropy(↓):  0.825569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is sadako 3d
Start Entity:     Sadako 3D
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Sadako 3D --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       Sadako 3D --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.803649
Path Entropy(↓):  4.010004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by lawrence o'neil were released in which years
Start Entity:     Lawrence O'Neil
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Lawrence O'Neil --[(INV) directed_by]--> Breast Men --[release_year]--> 1997
Path (Raw):       Lawrence O'Neil --[No Operation]--> Lawrence O'Neil --[(INV) directed_by]--> Breast Men --[release_year]--> 1997
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie eye of the beholder
Start Entity:     Eye of the Beholder
Gold Answer:      [['Sheridan Jobbins', 'Douglas Kennedy', 'Dean Craig', 'Stephan Elliott']]
Predicted Ans:    Stephan Elliott
Predicted Path:   Eye of the Beholder --[directed_by]--> Stephan Elliott --[(INV) directed_by]--> Easy Virtue --[written_by]--> Stephan Elliott
Path (Raw):       Eye of the Beholder --[directed_by]--> Stephan Elliott --[(INV) directed_by]--> Easy Virtue --[written_by]--> Stephan Elliott
Neg LogProb(↓):   0.627893
Path Entropy(↓):  1.059037
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in francois truffaut written films
Start Entity:     François Truffaut
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   François Truffaut --[(INV) written_by]--> The Last Metro --[in_language]--> French
Path (Raw):       François Truffaut --[No Operation]--> François Truffaut --[(INV) written_by]--> The Last Metro --[in_language]--> French
Neg LogProb(↓):   0.997013
Path Entropy(↓):  1.339663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the collection
Start Entity:     The Collection
Gold Answer:      [['2009', '2008', '2005', '1965', '2012', '2007']]
Predicted Ans:    2009
Predicted Path:   The Collection --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collector --[release_year]--> 2009
Path (Raw):       The Collection --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collector --[release_year]--> 2009
Neg LogProb(↓):   0.486274
Path Entropy(↓):  1.210025
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie wheels on meals
Start Entity:     Wheels on Meals
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '1985', '1979', '1984', '2007', '1998', '2009', '2010', '2004', '1983', '1995', '2001', '1990', '2002', '2011', '1988', '1978', '2000', '1997', '2005', '1999', '1986']]
Predicted Ans:    1995
Predicted Path:   Wheels on Meals --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[release_year]--> 1995
Path (Raw):       Wheels on Meals --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[release_year]--> 1995
Neg LogProb(↓):   1.099026
Path Entropy(↓):  2.030123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is major league about
Start Entity:     Major League
Gold Answer:      [['comedy', 'david s. ward', 'cleveland', 'baseball']]
Predicted Ans:    david s. ward
Predicted Path:   Major League --[has_tags]--> david s. ward --[(INV) has_tags]--> Major League --[has_tags]--> david s. ward
Path (Raw):       Major League --[has_tags]--> david s. ward --[(INV) has_tags]--> Major League --[has_tags]--> david s. ward
Neg LogProb(↓):   0.000158
Path Entropy(↓):  0.001713
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did lowell s. hawley write
Start Entity:     Lowell S. Hawley
Gold Answer:      [['In Search of the Castaways']]
Predicted Ans:    In Search of the Castaways
Predicted Path:   Lowell S. Hawley --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways
Path (Raw):       Lowell S. Hawley --[(INV) written_by]--> In Search of the Castaways --[written_by]--> Jules Verne --[(INV) written_by]--> In Search of the Castaways
Neg LogProb(↓):   0.195162
Path Entropy(↓):  0.622814
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by 7 seconds actors
Start Entity:     7 Seconds
Gold Answer:      [['Romance', 'Music', 'Sport', 'Drama', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   7 Seconds --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Gallowwalkers --[has_genre]--> Horror
Path (Raw):       7 Seconds --[starred_actors]--> Wesley Snipes --[(INV) starred_actors]--> Gallowwalkers --[has_genre]--> Horror
Neg LogProb(↓):   1.178021
Path Entropy(↓):  1.807225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with goodbye uncle tom in
Start Entity:     Goodbye Uncle Tom
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Goodbye Uncle Tom --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Mondo cane --[in_language]--> Italian
Path (Raw):       Goodbye Uncle Tom --[directed_by]--> Franco Prosperi --[(INV) directed_by]--> Mondo cane --[in_language]--> Italian
Neg LogProb(↓):   0.166195
Path Entropy(↓):  0.440189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed bhaji on the beach
Start Entity:     Bhaji on the Beach
Gold Answer:      [['Gurinder Chadha']]
Predicted Ans:    Gurinder Chadha
Predicted Path:   Bhaji on the Beach --[directed_by]--> Gurinder Chadha --[(INV) directed_by]--> Bhaji on the Beach --[directed_by]--> Gurinder Chadha
Path (Raw):       Bhaji on the Beach --[directed_by]--> Gurinder Chadha --[(INV) directed_by]--> Bhaji on the Beach --[directed_by]--> Gurinder Chadha
Neg LogProb(↓):   0.429666
Path Entropy(↓):  0.965797
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by cesare zavattini
Start Entity:     Cesare Zavattini
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cesare Zavattini --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Path (Raw):       Cesare Zavattini --[No Operation]--> Cesare Zavattini --[(INV) written_by]--> After the Fox --[has_genre]--> Comedy
Neg LogProb(↓):   0.298400
Path Entropy(↓):  0.617336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of crooked arrows
Start Entity:     Crooked Arrows
Gold Answer:      [['Brad Riddell']]
Predicted Ans:    Brad Riddell
Predicted Path:   Crooked Arrows --[written_by]--> Brad Riddell --[(INV) written_by]--> Crooked Arrows --[written_by]--> Brad Riddell
Path (Raw):       Crooked Arrows --[written_by]--> Brad Riddell --[(INV) written_by]--> Crooked Arrows --[written_by]--> Brad Riddell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is hostel
Start Entity:     Hostel
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Hostel --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Hostel --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.288895
Path Entropy(↓):  3.640435
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did susan sandler write the story for
Start Entity:     Susan Sandler
Gold Answer:      [['Crossing Delancey']]
Predicted Ans:    Crossing Delancey
Predicted Path:   Susan Sandler --[(INV) written_by]--> Crossing Delancey --[written_by]--> Susan Sandler --[(INV) written_by]--> Crossing Delancey
Path (Raw):       Susan Sandler --[(INV) written_by]--> Crossing Delancey --[written_by]--> Susan Sandler --[(INV) written_by]--> Crossing Delancey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by neva friedenn release
Start Entity:     Neva Friedenn
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Neva Friedenn --[(INV) written_by]--> The Toolbox Murders --[release_year]--> 1978
Path (Raw):       Neva Friedenn --[No Operation]--> Neva Friedenn --[(INV) written_by]--> The Toolbox Murders --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was cindy sherman the writer of
Start Entity:     Cindy Sherman
Gold Answer:      [['Office Killer']]
Predicted Ans:    Office Killer
Predicted Path:   Cindy Sherman --[(INV) written_by]--> Office Killer --[written_by]--> Cindy Sherman --[(INV) written_by]--> Office Killer
Path (Raw):       Cindy Sherman --[(INV) written_by]--> Office Killer --[written_by]--> Cindy Sherman --[(INV) written_by]--> Office Killer
Neg LogProb(↓):   0.000034
Path Entropy(↓):  0.000381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of we bought a zoo starred who
Start Entity:     We Bought a Zoo
Gold Answer:      [['Ione Skye', 'Kirsten Dunst', 'Campbell Scott', 'Penélope Cruz', 'Cameron Diaz', 'Tom Cruise', 'Alec Baldwin', 'Kurt Russell', 'Bridget Fonda', 'Orlando Bloom', 'Susan Sarandon', 'Renée Zellweger', 'Kyra Sedgwick', 'Cameron Crowe', 'John Cusack']]
Predicted Ans:    Matt Damon
Predicted Path:   We Bought a Zoo --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> We Bought a Zoo --[starred_actors]--> Matt Damon
Path (Raw):       We Bought a Zoo --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> We Bought a Zoo --[starred_actors]--> Matt Damon
Neg LogProb(↓):   0.026785
Path Entropy(↓):  0.160908
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who's the director of the cheap detective
Start Entity:     The Cheap Detective
Gold Answer:      [['Robert Moore']]
Predicted Ans:    Robert Moore
Predicted Path:   The Cheap Detective --[directed_by]--> Robert Moore --[(INV) directed_by]--> Murder by Death --[directed_by]--> Robert Moore
Path (Raw):       The Cheap Detective --[directed_by]--> Robert Moore --[(INV) directed_by]--> Murder by Death --[directed_by]--> Robert Moore
Neg LogProb(↓):   0.017427
Path Entropy(↓):  0.092094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer eden phillpotts
Start Entity:     Eden Phillpotts
Gold Answer:      [['Jameson Thomas', 'Gordon Harker']]
Predicted Ans:    Gordon Harker
Predicted Path:   Eden Phillpotts --[(INV) written_by]--> The Farmer's Wife --[starred_actors]--> Gordon Harker
Path (Raw):       Eden Phillpotts --[No Operation]--> Eden Phillpotts --[(INV) written_by]--> The Farmer's Wife --[starred_actors]--> Gordon Harker
Neg LogProb(↓):   0.059804
Path Entropy(↓):  0.221571
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of scoop
Start Entity:     Scoop
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jerry Lacy', 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Scoop --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Scoop --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.171070
Path Entropy(↓):  0.775873
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did bruce beresford write
Start Entity:     Bruce Beresford
Gold Answer:      [['Paradise Road', 'Breaker Morant']]
Predicted Ans:    Paradise Road
Predicted Path:   Bruce Beresford --[(INV) written_by]--> Paradise Road --[written_by]--> Bruce Beresford --[(INV) written_by]--> Paradise Road
Path (Raw):       Bruce Beresford --[(INV) written_by]--> Paradise Road --[written_by]--> Bruce Beresford --[(INV) written_by]--> Paradise Road
Neg LogProb(↓):   0.160052
Path Entropy(↓):  0.535743
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by joe haldeman
Start Entity:     Joe Haldeman
Gold Answer:      [['Stuart Gordon']]
Predicted Ans:    Stuart Gordon
Predicted Path:   Joe Haldeman --[(INV) written_by]--> Robot Jox --[directed_by]--> Stuart Gordon
Path (Raw):       Joe Haldeman --[No Operation]--> Joe Haldeman --[(INV) written_by]--> Robot Jox --[directed_by]--> Stuart Gordon
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film belle starr
Start Entity:     Belle Starr
Gold Answer:      [['1939', '1954', '1944', '1940', '1952', '1938', '1937']]
Predicted Ans:    1954
Predicted Path:   Belle Starr --[written_by]--> Lamar Trotti --[(INV) written_by]--> There's No Business Like Show Business --[release_year]--> 1954
Path (Raw):       Belle Starr --[written_by]--> Lamar Trotti --[(INV) written_by]--> There's No Business Like Show Business --[release_year]--> 1954
Neg LogProb(↓):   0.219794
Path Entropy(↓):  0.599461
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of teenage mutant ninja turtles
Start Entity:     Teenage Mutant Ninja Turtles
Gold Answer:      [['Michel Lemire', 'Michael Coldewey', 'Kevin Munroe']]
Predicted Ans:    Steve Barron
Predicted Path:   Teenage Mutant Ninja Turtles --[written_by]--> Peter Laird --[(INV) written_by]--> Teenage Mutant Ninja Turtles --[directed_by]--> Steve Barron
Path (Raw):       Teenage Mutant Ninja Turtles --[written_by]--> Peter Laird --[(INV) written_by]--> Teenage Mutant Ninja Turtles --[directed_by]--> Steve Barron
Neg LogProb(↓):   1.395991
Path Entropy(↓):  1.447462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of kolberg were directed by who
Start Entity:     Kolberg
Gold Answer:      [['Veit Harlan']]
Predicted Ans:    Veit Harlan
Predicted Path:   Kolberg --[written_by]--> Veit Harlan --[(INV) written_by]--> Jud Süß --[directed_by]--> Veit Harlan
Path (Raw):       Kolberg --[written_by]--> Veit Harlan --[(INV) written_by]--> Jud Süß --[directed_by]--> Veit Harlan
Neg LogProb(↓):   0.000842
Path Entropy(↓):  0.007141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by michael morpurgo
Start Entity:     Michael Morpurgo
Gold Answer:      [['War Horse']]
Predicted Ans:    War Horse
Predicted Path:   Michael Morpurgo --[(INV) written_by]--> War Horse --[written_by]--> Michael Morpurgo --[(INV) written_by]--> War Horse
Path (Raw):       Michael Morpurgo --[(INV) written_by]--> War Horse --[written_by]--> Michael Morpurgo --[(INV) written_by]--> War Horse
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the cake eaters were in which languages
Start Entity:     The Cake Eaters
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    English
Predicted Path:   The Cake Eaters --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Path (Raw):       The Cake Eaters --[starred_actors]--> Bruce Dern --[(INV) starred_actors]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.103359
Path Entropy(↓):  1.134904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with broderick crawford
Start Entity:     Broderick Crawford
Gold Answer:      [['Judy Holliday', 'Richard Conte', 'Kate Winslet', 'Robert Wagner', 'Anthony Hopkins', 'Gregory Peck', 'Carmen Duncan', 'Richard Basehart', 'William Holden', 'Jack Carson', 'Donna Reed', 'Sean Penn', 'Jeanne Crain', 'Buddy Ebsen', 'David Hemmings', 'Edward G. Robinson', 'Glenn Ford', 'Terry Moore', 'Jude Law', 'John Goodman', 'Melanie Griffith', 'Don Johnson', 'Giulietta Masina', 'Robert Powell', 'John Derek', 'Jane Wyman']]
Predicted Ans:    William Holden
Predicted Path:   Broderick Crawford --[(INV) starred_actors]--> Born Yesterday --[starred_actors]--> William Holden
Path (Raw):       Broderick Crawford --[No Operation]--> Broderick Crawford --[(INV) starred_actors]--> Born Yesterday --[starred_actors]--> William Holden
Neg LogProb(↓):   0.505240
Path Entropy(↓):  1.300210
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by jeff york
Start Entity:     Jeff York
Gold Answer:      [['Family', 'Adventure', 'Action']]
Predicted Ans:    Family
Predicted Path:   Jeff York --[(INV) starred_actors]--> Old Yeller --[has_genre]--> Family
Path (Raw):       Jeff York --[No Operation]--> Jeff York --[(INV) starred_actors]--> Old Yeller --[has_genre]--> Family
Neg LogProb(↓):   0.000010
Path Entropy(↓):  0.000122
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the happiness of the katakuris is also the director of which films
Start Entity:     The Happiness of the Katakuris
Gold Answer:      [['Gozu', 'Crows Zero', 'Zebraman', 'Graveyard of Honor', 'Dead or Alive', 'One Missed Call', 'Lesson of the Evil', 'Big Bang Love, Juvenile A', 'The Great Yokai War', 'Izo', 'Audition', 'Sukiyaki Western Django', 'The City of Lost Souls', 'Ace Attorney', '13 Assassins', 'Visitor Q', 'Over Your Dead Body', 'The Bird People in China', 'Ichi the Killer', 'Yatterman', 'Rainy Dog', 'Blues Harp']]
Predicted Ans:    Yatterman
Predicted Path:   The Happiness of the Katakuris --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman
Path (Raw):       The Happiness of the Katakuris --[directed_by]--> Takashi Miike --[(INV) directed_by]--> Yatterman --[No Operation]--> Yatterman
Neg LogProb(↓):   1.434111
Path Entropy(↓):  2.041672
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with eduard fernandez
Start Entity:     Eduard Fernández
Gold Answer:      [['Pablo Echarri', 'Emma Suárez', 'Eduardo Noriega', 'Najwa Nimri', 'Martina García']]
Predicted Ans:    Eduard Fernández
Predicted Path:   Eduard Fernández --[(INV) starred_actors]--> The Method --[starred_actors]--> Eduard Fernández
Path (Raw):       Eduard Fernández --[No Operation]--> Eduard Fernández --[(INV) starred_actors]--> The Method --[starred_actors]--> Eduard Fernández
Neg LogProb(↓):   0.030732
Path Entropy(↓):  0.165821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the screenwriters that the actors in their movies also appear in the movie m
Start Entity:     M
Gold Answer:      [['W. Somerset Maugham', 'Israel Zangwill', 'Dashiell Hammett', 'Joseph Anthony', 'John Huston', 'Paul Jarrico', 'Irwin Allen', 'Curt Siodmak', 'Menahem Golan', 'Ulli Lommel', 'Abe Burrows', 'Leueen MacGrath', 'Allen Vincent', "Thomas Edward O'Connell", 'Arthur Levinson', 'David Mamet', 'Melchior Lengyel', 'Aki Kaurismäki', 'Maurice Renard', 'Ben Livingston', 'Hannah Shakespeare', 'Brown Holmes', 'Maude Fulton', 'Jules Verne', 'Frank Gruber', 'Richard Matheson', 'Paula Milne', 'Jack Rose', 'William Templeton', 'John Garden', 'Edmund Beloin', 'Norman Foster', 'Charles Bennett', 'Edgar Allan Poe', 'Philip MacDonald', 'Vicente Aranda', 'S.K. Lauren', 'Fyodor Dostoevsky', 'Eric Ambler', 'Howard Koch', 'John P. Marquand', 'George S. Kaufman', 'Barry Reed', 'W.R. Burnett', 'Peter Milne', 'Peter Lorre']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   M --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       M --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.327107
Path Entropy(↓):  1.857199
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by pollyanna actors
Start Entity:     Pollyanna
Gold Answer:      [['Arthur Hailey', 'Edna L. Lee', 'Peg Fenwick', 'Harry Lee', 'Derek Jarman', 'Lowell S. Hawley', 'Stanley Mann', 'David S. Ward', 'Delmer Daves', 'Irma von Cube', 'Sloan Wilson', 'George Tabori', 'Oscar Saul', 'Edmund H. North', 'Mary Stewart', 'Tito Davison', 'George Melly', 'Allen Vincent', 'Roy Boulting', 'Whitfield Cook', 'Selwyn Jepson', 'Billy Wilder', 'Mike Figgis', 'Wells Root', 'Charles Shyer', 'Robert Blees', 'Enid Bagnold', 'Charles R. Jackson', 'Budd Schulberg', 'Paul Osborn', 'Al Hirshberg', 'Marjorie Kinnan Rawlings', 'Jimmy Piersall', 'Jules Verne', 'Albert Beich', 'Erich Kästner', 'Nancy Meyers', 'Tennessee Williams', 'Paul Anthelme', 'Darryl Ponicsan', 'Francis Ford Coppola', 'Guy Trosper', 'Edgar Allan Poe', 'Ladislas Farago', 'Oscar Millard', 'Robert Riskin', 'Kingsley Amis', 'Jerome Sable', 'Kate Douglas Wiggin', "Liam O'Brien", 'Rian James', 'Alvin Sargent', 'Alma Reville', 'Tom Topor', 'David Swift', 'Lloyd C. Douglas', 'Mildred Gordon', 'Malcolm Johnson']]
Predicted Ans:    Mary Stewart
Predicted Path:   Pollyanna --[starred_actors]--> Hayley Mills --[(INV) starred_actors]--> The Moon-Spinners --[written_by]--> Mary Stewart
Path (Raw):       Pollyanna --[starred_actors]--> Hayley Mills --[(INV) starred_actors]--> The Moon-Spinners --[written_by]--> Mary Stewart
Neg LogProb(↓):   1.036389
Path Entropy(↓):  2.032144
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote american heart
Start Entity:     American Heart
Gold Answer:      [['Martin Bell']]
Predicted Ans:    Martin Bell
Predicted Path:   American Heart --[written_by]--> Martin Bell --[(INV) written_by]--> American Heart --[written_by]--> Martin Bell
Path (Raw):       American Heart --[written_by]--> Martin Bell --[(INV) written_by]--> American Heart --[written_by]--> Martin Bell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by arthur marks
Start Entity:     Arthur Marks
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Arthur Marks --[(INV) directed_by]--> Detroit 9000 --[release_year]--> 1973
Path (Raw):       Arthur Marks --[No Operation]--> Arthur Marks --[(INV) directed_by]--> Detroit 9000 --[release_year]--> 1973
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did hallgrimur helgason write
Start Entity:     Hallgrímur Helgason
Gold Answer:      [['101 Reykjavík']]
Predicted Ans:    101 Reykjavík
Predicted Path:   Hallgrímur Helgason --[(INV) written_by]--> 101 Reykjavík --[written_by]--> Hallgrímur Helgason --[(INV) written_by]--> 101 Reykjavík
Path (Raw):       Hallgrímur Helgason --[(INV) written_by]--> 101 Reykjavík --[written_by]--> Hallgrímur Helgason --[(INV) written_by]--> 101 Reykjavík
Neg LogProb(↓):   0.120220
Path Entropy(↓):  0.353307
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the tie that binds
Start Entity:     The Tie That Binds
Gold Answer:      [['Walter Hill', 'James Foley', 'Christopher Guest', 'Paul Michael Glaser', 'John Sayles', 'Ivan Reitman', 'Frank Marshall', 'Stuart Rosenberg', 'Simon Wincer', 'James Gray', 'Robert Dalva', 'Ron Howard', 'Robert Altman', 'Donald Petrie', 'Melissa Painter', 'Roger Vadim', 'Randal Kleiser', 'Alan Rudolph', 'Tony Bill', 'Fernando Trueba', 'Ivan Passer', 'John Carpenter', 'Eric Mandelbaum', 'Louis Malle', 'Fred Schepisi', 'Amos Poe', 'Nickolas Perry', 'Norman René']]
Predicted Ans:    Alan Rudolph
Predicted Path:   The Tie That Binds --[starred_actors]--> Keith Carradine --[(INV) starred_actors]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Path (Raw):       The Tie That Binds --[starred_actors]--> Keith Carradine --[(INV) starred_actors]--> Welcome to L.A. --[directed_by]--> Alan Rudolph
Neg LogProb(↓):   0.435354
Path Entropy(↓):  1.186004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of law abiding citizen
Start Entity:     Law Abiding Citizen
Gold Answer:      [['Crime', 'Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Law Abiding Citizen --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job --[has_genre]--> Action
Path (Raw):       Law Abiding Citizen --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Italian Job --[has_genre]--> Action
Neg LogProb(↓):   0.004860
Path Entropy(↓):  0.037380
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by nelson algren
Start Entity:     Nelson Algren
Gold Answer:      [['Edward Dmytryk', 'Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   Nelson Algren --[(INV) written_by]--> The Man with the Golden Arm --[directed_by]--> Otto Preminger
Path (Raw):       Nelson Algren --[No Operation]--> Nelson Algren --[(INV) written_by]--> The Man with the Golden Arm --[directed_by]--> Otto Preminger
Neg LogProb(↓):   0.100144
Path Entropy(↓):  0.314615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in konga
Start Entity:     Konga
Gold Answer:      [['Michael Gough', 'Margo Johns']]
Predicted Ans:    Margo Johns
Predicted Path:   Konga --[starred_actors]--> Margo Johns --[(INV) starred_actors]--> Konga --[starred_actors]--> Margo Johns
Path (Raw):       Konga --[starred_actors]--> Margo Johns --[(INV) starred_actors]--> Konga --[starred_actors]--> Margo Johns
Neg LogProb(↓):   0.001206
Path Entropy(↓):  0.010051
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by barbara benedek starred which actors
Start Entity:     Barbara Benedek
Gold Answer:      [['William Holden', "Chris O'Donnell", 'Nancy Marchand', 'Greg Kinnear', 'Harrison Ford', 'Humphrey Bogart', 'Joan Cusack', 'Julia Ormond', 'Jessica Lange', 'Audrey Hepburn']]
Predicted Ans:    William Holden
Predicted Path:   Barbara Benedek --[(INV) written_by]--> Sabrina --[starred_actors]--> William Holden
Path (Raw):       Barbara Benedek --[No Operation]--> Barbara Benedek --[(INV) written_by]--> Sabrina --[starred_actors]--> William Holden
Neg LogProb(↓):   0.353180
Path Entropy(↓):  1.011313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which directors co - directed films with alfred hitchcock
Start Entity:     Alfred Hitchcock
Gold Answer:      [['Jerome Sable', 'David Ondaatje', 'Gus Van Sant', 'Stephan Elliott', 'Ralph Thomas', 'Anthony Page', 'David Ayer', 'James Hawes', 'John Brahm', 'Jim McBride', 'Paul Murray', 'Jack Hulbert']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps --[directed_by]--> Alfred Hitchcock
Path (Raw):       Alfred Hitchcock --[No Operation]--> Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   1.022739
Path Entropy(↓):  2.337686
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie late autumn, when was it released
Start Entity:     Late Autumn
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Late Autumn --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Path (Raw):       Late Autumn --[release_year]--> 1960 --[(INV) release_year]--> Please Don't Eat the Daisies --[release_year]--> 1960
Neg LogProb(↓):   2.227398
Path Entropy(↓):  3.845595
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by trevor morgan were released in which years
Start Entity:     Trevor Morgan
Gold Answer:      [['2006', '2009', '2010', '2004']]
Predicted Ans:    2004
Predicted Path:   Trevor Morgan --[(INV) starred_actors]--> Mean Creek --[release_year]--> 2004
Path (Raw):       Trevor Morgan --[No Operation]--> Trevor Morgan --[(INV) starred_actors]--> Mean Creek --[release_year]--> 2004
Neg LogProb(↓):   0.753872
Path Entropy(↓):  0.697111
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by jessica biel
Start Entity:     Jessica Biel
Gold Answer:      [['1998', '2009', '2001', '2008', '1990', '2012', '2005', '2010', '2006', '2002', '1986', '1928', '2007']]
Predicted Ans:    1990
Predicted Path:   Jessica Biel --[(INV) starred_actors]--> Total Recall --[release_year]--> 1990
Path (Raw):       Jessica Biel --[No Operation]--> Jessica Biel --[(INV) starred_actors]--> Total Recall --[release_year]--> 1990
Neg LogProb(↓):   1.347705
Path Entropy(↓):  1.917673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of first monday in october
Start Entity:     First Monday in October
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   First Monday in October --[directed_by]--> Ronald Neame --[(INV) directed_by]--> First Monday in October --[has_genre]--> Comedy
Path (Raw):       First Monday in October --[directed_by]--> Ronald Neame --[(INV) directed_by]--> First Monday in October --[has_genre]--> Comedy
Neg LogProb(↓):   0.809777
Path Entropy(↓):  1.424637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by francesco maselli were in which languages
Start Entity:     Francesco Maselli
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Francesco Maselli --[(INV) written_by]--> A Fine Pair --[in_language]--> Italian
Path (Raw):       Francesco Maselli --[No Operation]--> Francesco Maselli --[(INV) written_by]--> A Fine Pair --[in_language]--> Italian
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of dr. cyclops starred who
Start Entity:     Dr. Cyclops
Gold Answer:      [['Bill Paxton', 'Adrien Brody', 'Preston Foster', 'Charles Grodin', 'Terry Moore', 'Naomi Watts', 'Ben Johnson', 'Robert Armstrong', 'Fay Wray', 'Jack Black', 'Leslie Banks', 'Jessica Lange', 'Jeff Bridges', 'Bruce Cabot', 'Joel McCrea', 'Charlize Theron']]
Predicted Ans:    Adrien Brody
Predicted Path:   Dr. Cyclops --[directed_by]--> Ernest B. Schoedsack --[(INV) directed_by]--> King Kong --[starred_actors]--> Adrien Brody
Path (Raw):       Dr. Cyclops --[directed_by]--> Ernest B. Schoedsack --[(INV) directed_by]--> King Kong --[starred_actors]--> Adrien Brody
Neg LogProb(↓):   0.633849
Path Entropy(↓):  1.603607
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the great buck howard were released in which years
Start Entity:     The Great Buck Howard
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '1998', '1939', '1951', '2010', '2004', '1995', '1990', '1996', '2002', '2012', '2011', '1988', '2000', '1966', '1991', '1999', '1987']]
Predicted Ans:    1995
Predicted Path:   The Great Buck Howard --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       The Great Buck Howard --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.315782
Path Entropy(↓):  1.000811
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the normal heart actors release
Start Entity:     The Normal Heart
Gold Answer:      [['1998', '2000', '2001', '2008', '2003', '2005', '2010', '2004', '2014', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2005
Predicted Path:   The Normal Heart --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Path (Raw):       The Normal Heart --[starred_actors]--> Mark Ruffalo --[(INV) starred_actors]--> Rumor Has It... --[release_year]--> 2005
Neg LogProb(↓):   0.707226
Path Entropy(↓):  1.473635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the big red one
Start Entity:     The Big Red One
Gold Answer:      [['James Shigeta', 'Richard Widmark', 'Beatrice Kay', 'Dolores Dorn', 'Glenn Corbett', 'Rod Taylor', 'Barbara Stanwyck', 'Cliff Robertson', 'Anthony Eisley', 'Michael Dante', 'John Ireland', 'Rod Steiger', 'Thelma Ritter', 'Victoria Shaw', 'Jeff Chandler', 'Ralph Meeker', 'Reed Hadley', 'Kristy McNichol', 'Richard Harris', 'Jean Peters', 'Constance Towers', 'Barry Sullivan', 'Brian Keith', 'Al Lettieri', 'Vincent Price', 'Gene Evans', 'Mary Welch']]
Predicted Ans:    John Ireland
Predicted Path:   The Big Red One --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Path (Raw):       The Big Red One --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> I Shot Jesse James --[starred_actors]--> John Ireland
Neg LogProb(↓):   0.503621
Path Entropy(↓):  1.012169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie king kong escapes
Start Entity:     King Kong Escapes
Gold Answer:      [['Jun Fukuda', 'Roland Emmerich', 'Gareth Edwards']]
Predicted Ans:    Gareth Edwards
Predicted Path:   King Kong Escapes --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> Godzilla --[directed_by]--> Gareth Edwards
Path (Raw):       King Kong Escapes --[starred_actors]--> Akira Takarada --[(INV) starred_actors]--> Godzilla --[directed_by]--> Gareth Edwards
Neg LogProb(↓):   0.207910
Path Entropy(↓):  0.498200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by charles sturridge
Start Entity:     Charles Sturridge
Gold Answer:      [['Drama', 'Family', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Charles Sturridge --[(INV) written_by]--> Where Angels Fear to Tread --[has_genre]--> Drama
Path (Raw):       Charles Sturridge --[No Operation]--> Charles Sturridge --[(INV) written_by]--> Where Angels Fear to Tread --[has_genre]--> Drama
Neg LogProb(↓):   0.643730
Path Entropy(↓):  0.830233
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed no one knows about persian cats
Start Entity:     No One Knows About Persian Cats
Gold Answer:      [['Bahman Ghobadi']]
Predicted Ans:    Bahman Ghobadi
Predicted Path:   No One Knows About Persian Cats --[directed_by]--> Bahman Ghobadi --[(INV) directed_by]--> Turtles Can Fly --[written_by]--> Bahman Ghobadi
Path (Raw):       No One Knows About Persian Cats --[directed_by]--> Bahman Ghobadi --[(INV) directed_by]--> Turtles Can Fly --[written_by]--> Bahman Ghobadi
Neg LogProb(↓):   0.157784
Path Entropy(↓):  0.480575
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of gabriel tigerman
Start Entity:     Gabriel Tigerman
Gold Answer:      [['Mark Gantt', 'Vanessa Marcil', 'Michael Ironside']]
Predicted Ans:    Michael Ironside
Predicted Path:   Gabriel Tigerman --[(INV) starred_actors]--> The Bannen Way --[starred_actors]--> Michael Ironside
Path (Raw):       Gabriel Tigerman --[No Operation]--> Gabriel Tigerman --[(INV) starred_actors]--> The Bannen Way --[starred_actors]--> Michael Ironside
Neg LogProb(↓):   0.000022
Path Entropy(↓):  0.000274
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie happy here and now released
Start Entity:     Happy Here and Now
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Happy Here and Now --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Happy Here and Now --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.744086
Path Entropy(↓):  4.743843
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie the east released
Start Entity:     The East
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The East --[release_year]--> 2013 --[(INV) release_year]--> Banshee Chapter --[release_year]--> 2013
Path (Raw):       The East --[release_year]--> 2013 --[(INV) release_year]--> Banshee Chapter --[release_year]--> 2013
Neg LogProb(↓):   3.638224
Path Entropy(↓):  4.826911
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by olivier adam were in which languages
Start Entity:     Olivier Adam
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Olivier Adam --[(INV) written_by]--> Don't Worry, I'm Fine --[in_language]--> French
Path (Raw):       Olivier Adam --[No Operation]--> Olivier Adam --[(INV) written_by]--> Don't Worry, I'm Fine --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by theo trebs were released in which years
Start Entity:     Theo Trebs
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Theo Trebs --[(INV) starred_actors]--> Rammbock --[release_year]--> 2010
Path (Raw):       Theo Trebs --[No Operation]--> Theo Trebs --[(INV) starred_actors]--> Rammbock --[release_year]--> 2010
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is the ghost and mrs. muir
Start Entity:     The Ghost and Mrs. Muir
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   The Ghost and Mrs. Muir --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       The Ghost and Mrs. Muir --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   1.097814
Path Entropy(↓):  1.477349
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the lost battalion
Start Entity:     The Lost Battalion
Gold Answer:      [['War']]
Predicted Ans:    Action
Predicted Path:   The Lost Battalion --[written_by]--> James Carabatsos --[(INV) written_by]--> The Lost Battalion --[has_genre]--> Action
Path (Raw):       The Lost Battalion --[written_by]--> James Carabatsos --[(INV) written_by]--> The Lost Battalion --[has_genre]--> Action
Neg LogProb(↓):   0.310534
Path Entropy(↓):  0.580220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in land of the lost
Start Entity:     Land of the Lost
Gold Answer:      [['Anna Friel', 'Danny McBride', 'Will Ferrell']]
Predicted Ans:    Danny McBride
Predicted Path:   Land of the Lost --[starred_actors]--> Danny McBride --[(INV) starred_actors]--> Land of the Lost --[starred_actors]--> Danny McBride
Path (Raw):       Land of the Lost --[starred_actors]--> Danny McBride --[(INV) starred_actors]--> Land of the Lost --[starred_actors]--> Danny McBride
Neg LogProb(↓):   0.136967
Path Entropy(↓):  0.526358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by marie avgeropoulos in
Start Entity:     Marie Avgeropoulos
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Marie Avgeropoulos --[(INV) starred_actors]--> Tracers --[has_genre]--> Action
Path (Raw):       Marie Avgeropoulos --[No Operation]--> Marie Avgeropoulos --[(INV) starred_actors]--> Tracers --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of paul reubens
Start Entity:     Paul Reubens
Gold Answer:      [['Michael Varhol', 'Phil Hartman']]
Predicted Ans:    Paul Reubens
Predicted Path:   Paul Reubens --[(INV) written_by]--> Pee-wee's Big Adventure --[written_by]--> Paul Reubens
Path (Raw):       Paul Reubens --[No Operation]--> Paul Reubens --[(INV) written_by]--> Pee-wee's Big Adventure --[written_by]--> Paul Reubens
Neg LogProb(↓):   0.733026
Path Entropy(↓):  1.001350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in nil by mouth
Start Entity:     Nil by Mouth
Gold Answer:      [['2000', '1997', '2009', '2004', '2014', '2002', '2012']]
Predicted Ans:    2002
Predicted Path:   Nil by Mouth --[starred_actors]--> Kathy Burke --[(INV) starred_actors]--> Once Upon a Time in the Midlands --[release_year]--> 2002
Path (Raw):       Nil by Mouth --[starred_actors]--> Kathy Burke --[(INV) starred_actors]--> Once Upon a Time in the Midlands --[release_year]--> 2002
Neg LogProb(↓):   0.204022
Path Entropy(↓):  0.618561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by hayao miyazaki starred which actors
Start Entity:     Hayao Miyazaki
Gold Answer:      [['Shigeru Muroi', 'Takashi Tachibana', 'Issei Takahashi', 'Chika Sakamoto', 'Noriko Hidaka', 'Hitoshi Takagi', 'Yuriko Ishida', 'Masami Nagasawa', 'Kappei Yamaguchi', 'Rei Sakuma', 'Minami Takayama', 'Keiko Takeshita', 'Miyu Irino', 'Mari Natsuki', 'Rumi Hiiragi', 'Sumi Shimamoto']]
Predicted Ans:    Sumi Shimamoto
Predicted Path:   Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Path (Raw):       Hayao Miyazaki --[No Operation]--> Hayao Miyazaki --[(INV) written_by]--> Nausicaä of the Valley of the Wind --[starred_actors]--> Sumi Shimamoto
Neg LogProb(↓):   0.305151
Path Entropy(↓):  0.830078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by fred m. wilcox release
Start Entity:     Fred M. Wilcox
Gold Answer:      [['1956', '1949', '1993', '1943']]
Predicted Ans:    1949
Predicted Path:   Fred M. Wilcox --[(INV) directed_by]--> The Secret Garden --[release_year]--> 1949
Path (Raw):       Fred M. Wilcox --[No Operation]--> Fred M. Wilcox --[(INV) directed_by]--> The Secret Garden --[release_year]--> 1949
Neg LogProb(↓):   0.418744
Path Entropy(↓):  0.931379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for leviathan
Start Entity:     Leviathan
Gold Answer:      [['Andrey Zvyagintsev', 'Oleg Negin']]
Predicted Ans:    Andrey Zvyagintsev
Predicted Path:   Leviathan --[written_by]--> Andrey Zvyagintsev --[(INV) written_by]--> Leviathan --[written_by]--> Andrey Zvyagintsev
Path (Raw):       Leviathan --[written_by]--> Andrey Zvyagintsev --[(INV) written_by]--> Leviathan --[written_by]--> Andrey Zvyagintsev
Neg LogProb(↓):   0.014731
Path Entropy(↓):  0.089264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the other side of sunday
Start Entity:     The Other Side of Sunday
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   The Other Side of Sunday --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Path (Raw):       The Other Side of Sunday --[release_year]--> 1996 --[(INV) release_year]--> Irma Vep --[release_year]--> 1996
Neg LogProb(↓):   2.561222
Path Entropy(↓):  4.203767
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the pick - up artist was
Start Entity:     The Pick-up Artist
Gold Answer:      [['James Toback']]
Predicted Ans:    James Toback
Predicted Path:   The Pick-up Artist --[directed_by]--> James Toback --[(INV) directed_by]--> When Will I Be Loved --[directed_by]--> James Toback
Path (Raw):       The Pick-up Artist --[directed_by]--> James Toback --[(INV) directed_by]--> When Will I Be Loved --[directed_by]--> James Toback
Neg LogProb(↓):   0.021888
Path Entropy(↓):  0.132844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by johnny depp starred which actors
Start Entity:     Johnny Depp
Gold Answer:      [['Marlon Brando']]
Predicted Ans:    Marlon Brando
Predicted Path:   Johnny Depp --[(INV) written_by]--> The Brave --[starred_actors]--> Marlon Brando
Path (Raw):       Johnny Depp --[No Operation]--> Johnny Depp --[(INV) written_by]--> The Brave --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   1.669546
Path Entropy(↓):  1.068467
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is on the road to emmaus
Start Entity:     On the Road to Emmaus
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   On the Road to Emmaus --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Path (Raw):       On the Road to Emmaus --[has_genre]--> Musical --[(INV) has_genre]--> April Love --[has_genre]--> Musical
Neg LogProb(↓):   0.907293
Path Entropy(↓):  1.284588
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of alibi
Start Entity:     Alibi
Gold Answer:      [['1929']]
Predicted Ans:    1929
Predicted Path:   Alibi --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Path (Raw):       Alibi --[release_year]--> 1929 --[(INV) release_year]--> The Manxman --[release_year]--> 1929
Neg LogProb(↓):   0.735749
Path Entropy(↓):  1.993069
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer marietta von hausswolff von baumgarten
Start Entity:     Marietta von Hausswolff von Baumgarten
Gold Answer:      [['Sofia Karemyr', 'Josefin Asplund', 'Simon J. Berger']]
Predicted Ans:    Simon J. Berger
Predicted Path:   Marietta von Hausswolff von Baumgarten --[(INV) written_by]--> Call Girl --[starred_actors]--> Simon J. Berger
Path (Raw):       Marietta von Hausswolff von Baumgarten --[No Operation]--> Marietta von Hausswolff von Baumgarten --[(INV) written_by]--> Call Girl --[starred_actors]--> Simon J. Berger
Neg LogProb(↓):   0.011953
Path Entropy(↓):  0.073294
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by randy newman
Start Entity:     Randy Newman
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Randy Newman --[(INV) written_by]--> ¡Three Amigos! --[release_year]--> 1986
Path (Raw):       Randy Newman --[No Operation]--> Randy Newman --[(INV) written_by]--> ¡Three Amigos! --[release_year]--> 1986
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed casanova 70
Start Entity:     Casanova 70
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Casanova 70 --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Casanova 70 --[in_language]--> Italian
Path (Raw):       Casanova 70 --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Casanova 70 --[in_language]--> Italian
Neg LogProb(↓):   0.276361
Path Entropy(↓):  0.662396
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the hustler were in which genres
Start Entity:     The Hustler
Gold Answer:      [['Drama', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Hustler --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[has_genre]--> Drama
Path (Raw):       The Hustler --[directed_by]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[has_genre]--> Drama
Neg LogProb(↓):   0.208280
Path Entropy(↓):  0.574526
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in while you were sleeping
Start Entity:     While You Were Sleeping
Gold Answer:      [['Thai', 'English', 'Persian']]
Predicted Ans:    Persian
Predicted Path:   While You Were Sleeping --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       While You Were Sleeping --[starred_actors]--> Sandra Bullock --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed creature with the atom brain
Start Entity:     Creature with the Atom Brain
Gold Answer:      [['Bernard Gordon', 'George H. Plympton']]
Predicted Ans:    Curt Siodmak
Predicted Path:   Creature with the Atom Brain --[directed_by]--> Edward L. Cahn --[(INV) directed_by]--> Creature with the Atom Brain --[written_by]--> Curt Siodmak
Path (Raw):       Creature with the Atom Brain --[directed_by]--> Edward L. Cahn --[(INV) directed_by]--> Creature with the Atom Brain --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.202837
Path Entropy(↓):  0.537663
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
John conor brooke appears in which movies
Start Entity:     John Conor Brooke
Gold Answer:      [['Time Freak']]
Predicted Ans:    Time Freak
Predicted Path:   John Conor Brooke --[(INV) starred_actors]--> Time Freak --[starred_actors]--> John Conor Brooke --[(INV) starred_actors]--> Time Freak
Path (Raw):       John Conor Brooke --[(INV) starred_actors]--> Time Freak --[starred_actors]--> John Conor Brooke --[(INV) starred_actors]--> Time Freak
Neg LogProb(↓):   0.001054
Path Entropy(↓):  0.008934
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the scribbler
Start Entity:     The Scribbler
Gold Answer:      [['1930', '2009', '1972', '2003', '2005', '2010', '1996', '2006', '1999', '1974', '2011', '1984', '2007']]
Predicted Ans:    1972
Predicted Path:   The Scribbler --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> The Last House on the Left --[release_year]--> 1972
Path (Raw):       The Scribbler --[starred_actors]--> Garret Dillahunt --[(INV) starred_actors]--> The Last House on the Left --[release_year]--> 1972
Neg LogProb(↓):   1.127136
Path Entropy(↓):  1.567776
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is one hundred mornings
Start Entity:     One Hundred Mornings
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   One Hundred Mornings --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       One Hundred Mornings --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.335109
Path Entropy(↓):  4.567296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film to joy released
Start Entity:     To Joy
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   To Joy --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       To Joy --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   1.949850
Path Entropy(↓):  3.284569
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by ruggero deodato
Start Entity:     Ruggero Deodato
Gold Answer:      [['Luca Barbareschi', 'Francesca Ciardi', 'Robert Kerman']]
Predicted Ans:    Robert Kerman
Predicted Path:   Ruggero Deodato --[(INV) directed_by]--> Cannibal Holocaust --[starred_actors]--> Robert Kerman
Path (Raw):       Ruggero Deodato --[No Operation]--> Ruggero Deodato --[(INV) directed_by]--> Cannibal Holocaust --[starred_actors]--> Robert Kerman
Neg LogProb(↓):   0.012198
Path Entropy(↓):  0.075901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the crowd roars
Start Entity:     The Crowd Roars
Gold Answer:      [['Romance', 'Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Crowd Roars --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       The Crowd Roars --[starred_actors]--> James Cagney --[(INV) starred_actors]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.589418
Path Entropy(↓):  1.377622
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer edgar wright
Start Entity:     Edgar Wright
Gold Answer:      [['Graham Low', 'Nick Frost', 'Andy Serkis', 'Simon Pegg', 'Daniel Craig', 'Jamie Bell']]
Predicted Ans:    Simon Pegg
Predicted Path:   Edgar Wright --[(INV) written_by]--> Hot Fuzz --[starred_actors]--> Simon Pegg
Path (Raw):       Edgar Wright --[No Operation]--> Edgar Wright --[(INV) written_by]--> Hot Fuzz --[starred_actors]--> Simon Pegg
Neg LogProb(↓):   0.449854
Path Entropy(↓):  0.831808
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by nelly borgeaud
Start Entity:     Nelly Borgeaud
Gold Answer:      [['Blake Edwards', 'François Truffaut']]
Predicted Ans:    Blake Edwards
Predicted Path:   Nelly Borgeaud --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Path (Raw):       Nelly Borgeaud --[No Operation]--> Nelly Borgeaud --[(INV) starred_actors]--> The Man Who Loved Women --[directed_by]--> Blake Edwards
Neg LogProb(↓):   0.552132
Path Entropy(↓):  0.681635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of don't look now
Start Entity:     Don't Look Now
Gold Answer:      [['Daphne Du Maurier']]
Predicted Ans:    Daphne Du Maurier
Predicted Path:   Don't Look Now --[written_by]--> Daphne Du Maurier --[(INV) written_by]--> My Cousin Rachel --[written_by]--> Daphne Du Maurier
Path (Raw):       Don't Look Now --[written_by]--> Daphne Du Maurier --[(INV) written_by]--> My Cousin Rachel --[written_by]--> Daphne Du Maurier
Neg LogProb(↓):   0.125881
Path Entropy(↓):  0.431109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did louis de funes act in
Start Entity:     Louis de Funès
Gold Answer:      [['Perched on a Tree', 'The Sucker']]
Predicted Ans:    The Sucker
Predicted Path:   Louis de Funès --[(INV) starred_actors]--> The Sucker --[starred_actors]--> Louis de Funès --[(INV) starred_actors]--> The Sucker
Path (Raw):       Louis de Funès --[(INV) starred_actors]--> The Sucker --[starred_actors]--> Louis de Funès --[(INV) starred_actors]--> The Sucker
Neg LogProb(↓):   0.027677
Path Entropy(↓):  0.139424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is needing you...
Start Entity:     Needing You...
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Needing You... --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Needing You... --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.424037
Path Entropy(↓):  4.374000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by orson welles were in which genres
Start Entity:     Orson Welles
Gold Answer:      [['Documentary', 'Drama', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Orson Welles --[(INV) written_by]--> Touch of Evil --[has_genre]--> Thriller
Path (Raw):       Orson Welles --[No Operation]--> Orson Welles --[(INV) written_by]--> Touch of Evil --[has_genre]--> Thriller
Neg LogProb(↓):   0.207250
Path Entropy(↓):  0.519739
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was chinese roulette directed by
Start Entity:     Chinese Roulette
Gold Answer:      [['Rainer Werner Fassbinder']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   Chinese Roulette --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[directed_by]--> Rainer Werner Fassbinder
Path (Raw):       Chinese Roulette --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Querelle --[directed_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.403585
Path Entropy(↓):  1.085866
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie departures
Start Entity:     Departures
Gold Answer:      [['japan', 'death']]
Predicted Ans:    japan
Predicted Path:   Departures --[has_tags]--> japan --[(INV) has_tags]--> Warning from Space --[has_tags]--> japan
Path (Raw):       Departures --[has_tags]--> japan --[(INV) has_tags]--> Warning from Space --[has_tags]--> japan
Neg LogProb(↓):   0.259883
Path Entropy(↓):  0.539800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by johnny cash
Start Entity:     Johnny Cash
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Johnny Cash --[(INV) written_by]--> Walk the Line --[release_year]--> 2005
Path (Raw):       Johnny Cash --[No Operation]--> Johnny Cash --[(INV) written_by]--> Walk the Line --[release_year]--> 2005
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by stelvio massi release
Start Entity:     Stelvio Massi
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Stelvio Massi --[(INV) directed_by]--> Mark Strikes Again --[release_year]--> 1976
Path (Raw):       Stelvio Massi --[No Operation]--> Stelvio Massi --[(INV) directed_by]--> Mark Strikes Again --[release_year]--> 1976
Neg LogProb(↓):   0.413541
Path Entropy(↓):  0.640166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with obsession in
Start Entity:     Obsession
Gold Answer:      [['French', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Obsession --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Path (Raw):       Obsession --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.088518
Path Entropy(↓):  0.387068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of that old feeling
Start Entity:     That Old Feeling
Gold Answer:      [['Sibling Rivalry', "Where's Poppa?", 'Summer School', "Dead Men Don't Wear Plaid", 'Oh, God!', 'Fatal Instinct', 'The Jerk', 'All of Me', 'Summer Rental', 'The Man with Two Brains']]
Predicted Ans:    Summer School
Predicted Path:   That Old Feeling --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Summer School
Path (Raw):       That Old Feeling --[No Operation]--> That Old Feeling --[directed_by]--> Carl Reiner --[(INV) directed_by]--> Summer School
Neg LogProb(↓):   0.158012
Path Entropy(↓):  0.611815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with golden gate
Start Entity:     Golden Gate
Gold Answer:      [['M. Butterfly']]
Predicted Ans:    M. Butterfly
Predicted Path:   Golden Gate --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly
Path (Raw):       Golden Gate --[written_by]--> David Henry Hwang --[(INV) written_by]--> M. Butterfly --[No Operation]--> M. Butterfly
Neg LogProb(↓):   0.120833
Path Entropy(↓):  0.441666
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the last valley
Start Entity:     The Last Valley
Gold Answer:      [['Daryl Duke', 'Kurt Neumann', 'James Clavell', 'David Cronenberg', 'Bryan Forbes']]
Predicted Ans:    James Clavell
Predicted Path:   The Last Valley --[written_by]--> James Clavell --[(INV) written_by]--> To Sir, with Love --[directed_by]--> James Clavell
Path (Raw):       The Last Valley --[written_by]--> James Clavell --[(INV) written_by]--> To Sir, with Love --[directed_by]--> James Clavell
Neg LogProb(↓):   0.000440
Path Entropy(↓):  0.004152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by andre braugher
Start Entity:     Andre Braugher
Gold Answer:      [['Frank Darabont', 'Stephen King']]
Predicted Ans:    Stephen King
Predicted Path:   Andre Braugher --[(INV) starred_actors]--> The Mist --[written_by]--> Stephen King
Path (Raw):       Andre Braugher --[No Operation]--> Andre Braugher --[(INV) starred_actors]--> The Mist --[written_by]--> Stephen King
Neg LogProb(↓):   0.014145
Path Entropy(↓):  0.073858
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in class action
Start Entity:     Class Action
Gold Answer:      [['Armitage Trail', 'Chris Gerolmo', 'Elaine May', 'Peter Hyams', 'Stephenie Meyer', 'Richard Price', 'John Sayles', 'Mario Puzo', 'Jerry Siegel', 'Joe Shuster', 'Leslie Newman', 'Jonathan Raymond', 'Paul Jarrico', 'Nel King', 'James Cameron', 'Bob Clark', 'Angelo Pizzo', 'Robert Dillon', 'David Webb Peoples', 'Wes Anderson', 'Robin Moore', 'David Newman', 'Ivan Cotroneo', 'David Mamet', 'James Salter', 'Richard Christian Matheson', 'Oliver Stone', 'Kelly Reichardt', 'Joe Gayton', 'Jean Poiret', 'Nicholas Meyer', 'Lawrence Kasdan', 'Simon Moore', 'Owen Wilson', 'David Baldacci', 'David Marconi', 'Paul Gallico', 'Richard Matheson', 'Francis Ford Coppola', 'John Grisham', 'Michael Rymer', 'Ernest Tidyman', 'Sam Raimi', 'Marc Rosenberg', 'Robert Benton', 'Richard Russo', 'James Drought', 'Kenneth Fearing', 'Francis Veber', 'Dan Gordon', 'William Goldman', "Louis L'Amour", 'John Wainwright', 'Melissa Rosenberg', 'Elmore Leonard', 'John Patrick Shanley', 'Richard Brooks', 'Dick Richards', 'Walter Tevis', 'Robert Anderson', 'Shinji Aoyama', 'Joseph L. Mankiewicz', 'Daniel Pyne']]
Predicted Ans:    Richard Brooks
Predicted Path:   Class Action --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Path (Raw):       Class Action --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> Bite the Bullet --[written_by]--> Richard Brooks
Neg LogProb(↓):   1.448157
Path Entropy(↓):  2.491695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie gravity were in which genres
Start Entity:     Gravity
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Gravity --[written_by]--> Alfonso Cuarón --[(INV) written_by]--> Y Tu Mamá También --[has_genre]--> Drama
Path (Raw):       Gravity --[written_by]--> Alfonso Cuarón --[(INV) written_by]--> Y Tu Mamá También --[has_genre]--> Drama
Neg LogProb(↓):   0.000184
Path Entropy(↓):  0.001849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of rubin and ed
Start Entity:     Rubin and Ed
Gold Answer:      [['The Beaver Trilogy']]
Predicted Ans:    The Beaver Trilogy
Predicted Path:   Rubin and Ed --[written_by]--> Trent Harris --[(INV) written_by]--> The Beaver Trilogy
Path (Raw):       Rubin and Ed --[No Operation]--> Rubin and Ed --[written_by]--> Trent Harris --[(INV) written_by]--> The Beaver Trilogy
Neg LogProb(↓):   0.444813
Path Entropy(↓):  0.652909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of eternal sunshine of the spotless mind
Start Entity:     Eternal Sunshine of the Spotless Mind
Gold Answer:      [['Michel Gondry', 'Charlotte Gainsbourg', 'Patricia Arquette', 'Gael García Bernal', 'Rhys Ifans', 'Cameron Diaz', 'Romain Duris', 'Seth Rogen', 'Noam Chomsky', 'Alain Chabat', 'Tim Robbins', 'Jay Chou', 'Jack Black', 'Audrey Tautou', 'Danny Glover', 'Mia Farrow']]
Predicted Ans:    Michel Gondry
Predicted Path:   Eternal Sunshine of the Spotless Mind --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[starred_actors]--> Michel Gondry
Path (Raw):       Eternal Sunshine of the Spotless Mind --[directed_by]--> Michel Gondry --[(INV) directed_by]--> The Thorn in the Heart --[starred_actors]--> Michel Gondry
Neg LogProb(↓):   0.447167
Path Entropy(↓):  1.156254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did rita mae brown write
Start Entity:     Rita Mae Brown
Gold Answer:      [['The Slumber Party Massacre']]
Predicted Ans:    The Slumber Party Massacre
Predicted Path:   Rita Mae Brown --[(INV) written_by]--> The Slumber Party Massacre --[written_by]--> Rita Mae Brown --[(INV) written_by]--> The Slumber Party Massacre
Path (Raw):       Rita Mae Brown --[(INV) written_by]--> The Slumber Party Massacre --[written_by]--> Rita Mae Brown --[(INV) written_by]--> The Slumber Party Massacre
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by lothar schmidt release
Start Entity:     Lothar Schmidt
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Lothar Schmidt --[(INV) written_by]--> One Hour with You --[release_year]--> 1932
Path (Raw):       Lothar Schmidt --[No Operation]--> Lothar Schmidt --[(INV) written_by]--> One Hour with You --[release_year]--> 1932
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000041
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did stephen daldry direct
Start Entity:     Stephen Daldry
Gold Answer:      [['The Hours', 'Billy Elliot', 'Trash', 'The Reader']]
Predicted Ans:    The Reader
Predicted Path:   Stephen Daldry --[(INV) directed_by]--> The Reader --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> The Reader
Path (Raw):       Stephen Daldry --[(INV) directed_by]--> The Reader --[directed_by]--> Stephen Daldry --[(INV) directed_by]--> The Reader
Neg LogProb(↓):   0.446590
Path Entropy(↓):  1.010693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of lawyer man also directed which movies
Start Entity:     Lawyer Man
Gold Answer:      [['The Devil and Daniel Webster', "A Midsummer Night's Dream", 'Kismet', 'Satan Met a Lady', 'Dark City', 'The Story of Louis Pasteur', 'Tennessee Johnson', 'Portrait of Jennie', 'Fog Over Frisco', "I'll Be Seeing You", 'The Life of Emile Zola', "Dr. Ehrlich's Magic Bullet", 'Juarez', 'Jewel Robbery', 'The Hunchback of Notre Dame', 'Love Letters']]
Predicted Ans:    A Midsummer Night's Dream
Predicted Path:   Lawyer Man --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream
Path (Raw):       Lawyer Man --[directed_by]--> William Dieterle --[(INV) directed_by]--> A Midsummer Night's Dream --[No Operation]--> A Midsummer Night's Dream
Neg LogProb(↓):   0.422588
Path Entropy(↓):  1.258441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by take the high ground! actors
Start Entity:     Take the High Ground!
Gold Answer:      [['Western', 'Biography', 'Drama', 'War', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Take the High Ground! --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Madigan --[has_genre]--> Drama
Path (Raw):       Take the High Ground! --[starred_actors]--> Richard Widmark --[(INV) starred_actors]--> Madigan --[has_genre]--> Drama
Neg LogProb(↓):   0.855792
Path Entropy(↓):  1.469201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies acted by george clooney in
Start Entity:     George Clooney
Gold Answer:      [['Persian', 'Russian', 'German']]
Predicted Ans:    German
Predicted Path:   George Clooney --[(INV) starred_actors]--> The Monuments Men --[in_language]--> German
Path (Raw):       George Clooney --[No Operation]--> George Clooney --[(INV) starred_actors]--> The Monuments Men --[in_language]--> German
Neg LogProb(↓):   0.028971
Path Entropy(↓):  0.134441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of keoma
Start Entity:     Keoma
Gold Answer:      [['Enzo G. Castellari', 'Sandro Continenza', 'Romano Migliorini', 'Sergio Grieco', 'Franco Marotta', 'Laura Toscano', 'Luigi Cozzi']]
Predicted Ans:    Luigi Cozzi
Predicted Path:   Keoma --[directed_by]--> Enzo G. Castellari --[(INV) directed_by]--> Sinbad of the Seven Seas --[written_by]--> Luigi Cozzi
Path (Raw):       Keoma --[directed_by]--> Enzo G. Castellari --[(INV) directed_by]--> Sinbad of the Seven Seas --[written_by]--> Luigi Cozzi
Neg LogProb(↓):   0.012263
Path Entropy(↓):  0.077398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of red beard
Start Entity:     Red Beard
Gold Answer:      [['Ikiru', 'The Bad Sleep Well', 'After the Rain', 'Madadayo', 'One Wonderful Sunday', "Dodes'ka-den", 'Runaway Train', 'Throne of Blood', 'Yojimbo', 'Rashomon', 'Sanjuro', 'Seven Samurai', 'Last Man Standing', 'Rhapsody in August', 'Sanshiro Sugata', 'Dersu Uzala', 'Kagemusha', 'Ran', 'High and Low', 'Dreams', 'Stray Dog', 'Drunken Angel', 'The Hidden Fortress', 'The Quiet Duel']]
Predicted Ans:    Ran
Predicted Path:   Red Beard --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Ran
Path (Raw):       Red Beard --[No Operation]--> Red Beard --[written_by]--> Akira Kurosawa --[(INV) written_by]--> Ran
Neg LogProb(↓):   0.607948
Path Entropy(↓):  1.635489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with what's eating gilbert grape fall under
Start Entity:     What's Eating Gilbert Grape
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   What's Eating Gilbert Grape --[written_by]--> Peter Hedges --[(INV) written_by]--> The Odd Life of Timothy Green --[has_genre]--> Comedy
Path (Raw):       What's Eating Gilbert Grape --[written_by]--> Peter Hedges --[(INV) written_by]--> The Odd Life of Timothy Green --[has_genre]--> Comedy
Neg LogProb(↓):   0.551028
Path Entropy(↓):  0.682303
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by deanna casaluce
Start Entity:     Deanna Casaluce
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Deanna Casaluce --[(INV) starred_actors]--> Devil's Diary --[has_genre]--> Horror
Path (Raw):       Deanna Casaluce --[No Operation]--> Deanna Casaluce --[(INV) starred_actors]--> Devil's Diary --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with erik thomson
Start Entity:     Erik Thomson
Gold Answer:      [['Rhys Wakefield', 'Luke Ford', 'Toni Collette']]
Predicted Ans:    Rhys Wakefield
Predicted Path:   Erik Thomson --[(INV) starred_actors]--> The Black Balloon --[starred_actors]--> Rhys Wakefield
Path (Raw):       Erik Thomson --[No Operation]--> Erik Thomson --[(INV) starred_actors]--> The Black Balloon --[starred_actors]--> Rhys Wakefield
Neg LogProb(↓):   0.085131
Path Entropy(↓):  0.313430
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film joe + belle starred which actors
Start Entity:     Joe + Belle
Gold Answer:      [['Veronica Kedar']]
Predicted Ans:    Veronica Kedar
Predicted Path:   Joe + Belle --[starred_actors]--> Veronica Kedar --[(INV) starred_actors]--> Joe + Belle --[starred_actors]--> Veronica Kedar
Path (Raw):       Joe + Belle --[starred_actors]--> Veronica Kedar --[(INV) starred_actors]--> Joe + Belle --[starred_actors]--> Veronica Kedar
Neg LogProb(↓):   0.000658
Path Entropy(↓):  0.005480
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the two mrs. carrolls
Start Entity:     The Two Mrs. Carrolls
Gold Answer:      [['1946', '1954', '1944', '2003', '1992', '1959', '1936', '1985', '1935', '1941', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1983', '1995', '1976', '1948', '1989', '1942', '1940', '1938', '1955', '1978', '1964', '1949', '1975', '1950', '2005', '1945', '1937', '1952', '1930']]
Predicted Ans:    1951
Predicted Path:   The Two Mrs. Carrolls --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The African Queen --[release_year]--> 1951
Path (Raw):       The Two Mrs. Carrolls --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The African Queen --[release_year]--> 1951
Neg LogProb(↓):   1.941902
Path Entropy(↓):  3.019539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in bad news bears
Start Entity:     Bad News Bears
Gold Answer:      [['Greg Kinnear', 'Sammi Kane Kraft', 'Marcia Gay Harden', 'Billy Bob Thornton']]
Predicted Ans:    Marcia Gay Harden
Predicted Path:   Bad News Bears --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Path (Raw):       Bad News Bears --[starred_actors]--> Marcia Gay Harden --[(INV) starred_actors]--> Gaudi Afternoon --[starred_actors]--> Marcia Gay Harden
Neg LogProb(↓):   0.478879
Path Entropy(↓):  1.295156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie life and nothing but
Start Entity:     Life and Nothing But
Gold Answer:      [['Bertrand Tavernier']]
Predicted Ans:    Bertrand Tavernier
Predicted Path:   Life and Nothing But --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[directed_by]--> Bertrand Tavernier
Path (Raw):       Life and Nothing But --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> In the Electric Mist --[directed_by]--> Bertrand Tavernier
Neg LogProb(↓):   0.657453
Path Entropy(↓):  0.718672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director norberto barba co - directed films with who
Start Entity:     Norberto Barba
Gold Answer:      [['Isaac Cravit']]
Predicted Ans:    Norberto Barba
Predicted Path:   Norberto Barba --[(INV) directed_by]--> Solo --[directed_by]--> Norberto Barba
Path (Raw):       Norberto Barba --[No Operation]--> Norberto Barba --[(INV) directed_by]--> Solo --[directed_by]--> Norberto Barba
Neg LogProb(↓):   0.035838
Path Entropy(↓):  0.152390
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies written by david cronenberg fall under
Start Entity:     David Cronenberg
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   David Cronenberg --[(INV) written_by]--> Stereo --[has_genre]--> Thriller
Path (Raw):       David Cronenberg --[No Operation]--> David Cronenberg --[(INV) written_by]--> Stereo --[has_genre]--> Thriller
Neg LogProb(↓):   0.725711
Path Entropy(↓):  1.065033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of story of women
Start Entity:     Story of Women
Gold Answer:      [['Stéphane Audran', 'Jacqueline Sassard', 'Louis Jourdan', 'Van Heflin', 'Diane Lane', 'Olivier Martinez', 'François Cluzet', 'Jennifer Jones', 'Richard Gere', 'Isabelle Huppert', 'James Mason', 'Emmanuelle Béart']]
Predicted Ans:    Stéphane Audran
Predicted Path:   Story of Women --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Path (Raw):       Story of Women --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[starred_actors]--> Stéphane Audran
Neg LogProb(↓):   0.333405
Path Entropy(↓):  0.919751
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of lucien hubbard
Start Entity:     Lucien Hubbard
Gold Answer:      [['Charles MacArthur', 'Bayard Veiller', 'Joseph Jackson', 'Jules Verne']]
Predicted Ans:    Charles MacArthur
Predicted Path:   Lucien Hubbard --[(INV) written_by]--> Paid --[written_by]--> Charles MacArthur
Path (Raw):       Lucien Hubbard --[No Operation]--> Lucien Hubbard --[(INV) written_by]--> Paid --[written_by]--> Charles MacArthur
Neg LogProb(↓):   0.016552
Path Entropy(↓):  0.084964
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by vinnie jones were released in which years
Start Entity:     Vinnie Jones
Gold Answer:      [['2001', '2008', '2010', '2004', '2006', '2014', '2011', '2013', '2007']]
Predicted Ans:    2004
Predicted Path:   Vinnie Jones --[(INV) starred_actors]--> Blast --[release_year]--> 2004
Path (Raw):       Vinnie Jones --[No Operation]--> Vinnie Jones --[(INV) starred_actors]--> Blast --[release_year]--> 2004
Neg LogProb(↓):   1.082117
Path Entropy(↓):  1.559193
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with richard sokolove
Start Entity:     Richard Sokolove
Gold Answer:      [['John Hale', 'Maxwell Anderson', 'Bridget Boland']]
Predicted Ans:    Maxwell Anderson
Predicted Path:   Richard Sokolove --[(INV) written_by]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Path (Raw):       Richard Sokolove --[No Operation]--> Richard Sokolove --[(INV) written_by]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Neg LogProb(↓):   0.006031
Path Entropy(↓):  0.038890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in viva maria!
Start Entity:     Viva Maria!
Gold Answer:      [['1962', '1976', '1968', '1963', '1964', '1966', '1960', '1959', '1996', '1955', '1965', '1979', '2015', '1961', '2011', '1958']]
Predicted Ans:    1965
Predicted Path:   Viva Maria! --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Chimes at Midnight --[release_year]--> 1965
Path (Raw):       Viva Maria! --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Chimes at Midnight --[release_year]--> 1965
Neg LogProb(↓):   0.543776
Path Entropy(↓):  1.461462
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does geraldine smith star in
Start Entity:     Geraldine Smith
Gold Answer:      [['Flesh']]
Predicted Ans:    Bilitis
Predicted Path:   Geraldine Smith --[(INV) starred_actors]--> Flesh --[starred_actors]--> Patti D'Arbanville --[(INV) starred_actors]--> Bilitis
Path (Raw):       Geraldine Smith --[(INV) starred_actors]--> Flesh --[starred_actors]--> Patti D'Arbanville --[(INV) starred_actors]--> Bilitis
Neg LogProb(↓):   0.002833
Path Entropy(↓):  0.019949
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies directed by rod holcomb
Start Entity:     Rod Holcomb
Gold Answer:      [['James Spader', 'Reb Brown', 'Paul Giamatti', 'Claire Forlani', 'Alan Arkin']]
Predicted Ans:    Reb Brown
Predicted Path:   Rod Holcomb --[(INV) directed_by]--> Captain America --[starred_actors]--> Reb Brown
Path (Raw):       Rod Holcomb --[No Operation]--> Rod Holcomb --[(INV) directed_by]--> Captain America --[starred_actors]--> Reb Brown
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000202
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of seven days in may
Start Entity:     Seven Days in May
Gold Answer:      [['Bruce Dern', 'William Forsythe', 'Scott Glenn', 'Jean Reno', 'Angela Lansbury', 'Robert Foxworth', 'Michael Gambon', 'Andrew McCarthy', 'Valeria Golino', 'Marlon Brando', 'Robert De Niro', 'Gregory Peck', 'Michael Caine', 'Jeanne Moreau', 'Alan Bates', 'Alec Baldwin', 'Warren Beatty', 'Fredric March', 'Vanity', 'Tuesday Weld', 'Robert Shaw', 'Ben Affleck', 'James Garner', 'Penelope Ann Miller', 'Yves Montand', 'Fernando Rey', 'Eva Marie Saint', 'Stellan Skarsgård', 'Natascha McElhone', 'David Thewlis', 'Thelma Ritter', 'Edward Andrews', 'Paul Scofield', 'Dina Merrill', 'Val Kilmer', 'Barbara Steele', 'Robert Ryan', 'Roy Scheider', 'Bob Balaban', 'Barbara Carrera', 'Janet Leigh', 'Nigel Davenport', 'Sharon Stone', 'Michael York', 'Gene Hackman', 'Burt Lancaster', 'Richard Harris', 'Donald Sutherland', 'Don Johnson', 'Laurence Harvey', 'Armand Assante', 'Ivo Garrani', 'Fairuza Balk', 'Talia Shire', 'Frank Sinatra', 'Darren McGavin', 'John Richardson', 'Marthe Keller', 'Deborah Kerr', 'Rock Hudson']]
Predicted Ans:    Robert Ryan
Predicted Path:   Seven Days in May --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       Seven Days in May --[directed_by]--> John Frankenheimer --[(INV) directed_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.175003
Path Entropy(↓):  0.725949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is nobody's fool
Start Entity:     Nobody's Fool
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Nobody's Fool --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Path (Raw):       Nobody's Fool --[has_genre]--> Romance --[(INV) has_genre]--> You Are the Apple of My Eye --[has_genre]--> Romance
Neg LogProb(↓):   2.700814
Path Entropy(↓):  1.409318
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of northfork was who
Start Entity:     Northfork
Gold Answer:      [['Michael Polish']]
Predicted Ans:    Michael Polish
Predicted Path:   Northfork --[directed_by]--> Michael Polish --[(INV) directed_by]--> Jackpot --[directed_by]--> Michael Polish
Path (Raw):       Northfork --[directed_by]--> Michael Polish --[(INV) directed_by]--> Jackpot --[directed_by]--> Michael Polish
Neg LogProb(↓):   0.381085
Path Entropy(↓):  0.641701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of away from her were directed by who
Start Entity:     Away from Her
Gold Answer:      [['Sarah Polley']]
Predicted Ans:    Sarah Polley
Predicted Path:   Away from Her --[written_by]--> Sarah Polley --[(INV) written_by]--> Take This Waltz --[directed_by]--> Sarah Polley
Path (Raw):       Away from Her --[written_by]--> Sarah Polley --[(INV) written_by]--> Take This Waltz --[directed_by]--> Sarah Polley
Neg LogProb(↓):   0.672794
Path Entropy(↓):  1.365309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with martin provost
Start Entity:     Martin Provost
Gold Answer:      [['Marc Abdelnour']]
Predicted Ans:    Martin Provost
Predicted Path:   Martin Provost --[(INV) written_by]--> Violette --[written_by]--> Martin Provost
Path (Raw):       Martin Provost --[No Operation]--> Martin Provost --[(INV) written_by]--> Violette --[written_by]--> Martin Provost
Neg LogProb(↓):   0.008213
Path Entropy(↓):  0.047458
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by the writer of fantastic four
Start Entity:     Fantastic Four
Gold Answer:      [['James Franco', 'Terrence Howard', 'Willem Dafoe', 'Reb Brown', 'Gwyneth Paltrow', 'Jeff Bridges', 'Kirsten Dunst', 'Tobey Maguire', 'Bill Bixby', 'Jack Colvin']]
Predicted Ans:    James Franco
Predicted Path:   Fantastic Four --[written_by]--> Stan Lee --[(INV) written_by]--> Spider-Man --[starred_actors]--> James Franco
Path (Raw):       Fantastic Four --[written_by]--> Stan Lee --[(INV) written_by]--> Spider-Man --[starred_actors]--> James Franco
Neg LogProb(↓):   0.147015
Path Entropy(↓):  0.541169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by agnes varda
Start Entity:     Agnès Varda
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Agnès Varda --[(INV) directed_by]--> The Beaches of Agnès --[in_language]--> French
Path (Raw):       Agnès Varda --[No Operation]--> Agnès Varda --[(INV) directed_by]--> The Beaches of Agnès --[in_language]--> French
Neg LogProb(↓):   0.049999
Path Entropy(↓):  0.244344
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor montgomery clift acted together with who
Start Entity:     Montgomery Clift
Gold Answer:      [['Anne Baxter', 'Jo Van Fleet', 'Ralph Richardson', 'Marlon Brando', 'Elizabeth Taylor', 'Katharine Hepburn', 'Dolores Hart', 'Myrna Loy', 'Donna Reed', 'Dean Martin', 'Paul Douglas', 'Karl Malden', 'Eva Marie Saint', 'Anne Revere', 'Olivia de Havilland', 'Thelma Ritter', 'Robert Ryan', 'John Wayne', 'Joanne Dru', 'Walter Brennan', 'Marilyn Monroe', 'Lee Remick', 'Albert Salmi', 'Burt Lancaster', 'Shelley Winters', 'Clark Gable', 'Albert Dekker', 'Aline MacMahon', 'Deborah Kerr']]
Predicted Ans:    Montgomery Clift
Predicted Path:   Montgomery Clift --[(INV) starred_actors]--> Lonelyhearts --[starred_actors]--> Montgomery Clift
Path (Raw):       Montgomery Clift --[No Operation]--> Montgomery Clift --[(INV) starred_actors]--> Lonelyhearts --[starred_actors]--> Montgomery Clift
Neg LogProb(↓):   1.128917
Path Entropy(↓):  2.189831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by ken kirzinger were directed by who
Start Entity:     Ken Kirzinger
Gold Answer:      [['Ronny Yu']]
Predicted Ans:    Ronny Yu
Predicted Path:   Ken Kirzinger --[(INV) starred_actors]--> Freddy vs. Jason --[directed_by]--> Ronny Yu
Path (Raw):       Ken Kirzinger --[No Operation]--> Ken Kirzinger --[(INV) starred_actors]--> Freddy vs. Jason --[directed_by]--> Ronny Yu
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of company business
Start Entity:     Company Business
Gold Answer:      [['Invasion of the Bee Girls', 'The Human Stain', 'Elegy', 'The Seven-Per-Cent Solution', 'Time After Time']]
Predicted Ans:    The Human Stain
Predicted Path:   Company Business --[written_by]--> Nicholas Meyer --[(INV) written_by]--> The Human Stain
Path (Raw):       Company Business --[written_by]--> Nicholas Meyer --[(INV) written_by]--> The Human Stain --[No Operation]--> The Human Stain
Neg LogProb(↓):   0.457329
Path Entropy(↓):  0.767909
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the appaloosa were in which languages
Start Entity:     The Appaloosa
Gold Answer:      [['Finnish']]
Predicted Ans:    1988
Predicted Path:   The Appaloosa --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[release_year]--> 1988
Path (Raw):       The Appaloosa --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Iron Eagle II --[release_year]--> 1988
Neg LogProb(↓):   0.490463
Path Entropy(↓):  0.972056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the films written by nancy pimental
Start Entity:     Nancy Pimental
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Nancy Pimental --[(INV) written_by]--> The Sweetest Thing --[has_genre]--> Comedy
Path (Raw):       Nancy Pimental --[No Operation]--> Nancy Pimental --[(INV) written_by]--> The Sweetest Thing --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of mr. magoo
Start Entity:     Mr. Magoo
Gold Answer:      [['Jackie Chan', 'Mallika Sherawat']]
Predicted Ans:    Leslie Nielsen
Predicted Path:   Mr. Magoo --[directed_by]--> Stanley Tong --[(INV) directed_by]--> Mr. Magoo --[starred_actors]--> Leslie Nielsen
Path (Raw):       Mr. Magoo --[directed_by]--> Stanley Tong --[(INV) directed_by]--> Mr. Magoo --[starred_actors]--> Leslie Nielsen
Neg LogProb(↓):   0.907726
Path Entropy(↓):  1.525659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film zero dark thirty were in which genres
Start Entity:     Zero Dark Thirty
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[has_genre]--> Horror
Path (Raw):       Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.394052
Path Entropy(↓):  0.815601
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed fool for love
Start Entity:     Fool for Love
Gold Answer:      [['Liv Tyler', 'Philip Baker Hall', 'Michael Gambon', 'Nina van Pallandt', 'Miranda Richardson', 'Jennifer Jason Leigh', 'Bibi Andersson', 'Julianne Moore', 'Glenn Close', 'Harvey Keitel', 'Mark Rydell', 'Sally Kellerman', 'Tom Skerritt', 'James Caan', 'Elliott Gould', 'Karen Black', 'Shelley Duvall', "Chris O'Donnell", 'Barbara Baxley', 'David Arkin', 'Daryl Hannah', 'Sissy Spacek', 'Jack Lemmon', 'Martin Gabel', 'Sterling Hayden', 'Embeth Davidtz', 'Kenneth Branagh', 'Jane Curtin', 'Paul Dooley', 'Neill Barry', 'Janice Rule', 'Fernando Rey', 'Mitchell Lichtenstein', 'Robin Williams', 'Ned Beatty', 'David Alan Grier', 'Neve Campbell', 'Sandy Dennis', 'Michael Burns', 'Vittorio Gassman', 'Bud Cort', 'James Dean', 'Harry Belafonte', 'Paul Newman', 'Robert Duvall', 'Malcolm McDowell', 'Mia Farrow', 'Michael Murphy', 'Donald Sutherland', 'Joel Grey', 'Matthew Modine', 'George Segal', 'Kristin Scott Thomas', 'Keith Carradine', 'Woody Harrelson', 'Tim Robbins', 'Michael Wright', 'Andie MacDowell', 'Carol Burnett', 'Tommy Lee Jones', 'Maggie Smith']]
Predicted Ans:    Jack Lemmon
Predicted Path:   Fool for Love --[directed_by]--> Robert Altman --[(INV) directed_by]--> Short Cuts --[starred_actors]--> Jack Lemmon
Path (Raw):       Fool for Love --[directed_by]--> Robert Altman --[(INV) directed_by]--> Short Cuts --[starred_actors]--> Jack Lemmon
Neg LogProb(↓):   0.337902
Path Entropy(↓):  1.050869
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by fabian release
Start Entity:     Fabian
Gold Answer:      [['1966', '1962', '1960']]
Predicted Ans:    1960
Predicted Path:   Fabian --[(INV) starred_actors]--> North to Alaska --[release_year]--> 1960
Path (Raw):       Fabian --[No Operation]--> Fabian --[(INV) starred_actors]--> North to Alaska --[release_year]--> 1960
Neg LogProb(↓):   0.619768
Path Entropy(↓):  1.178758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor christine noonan co - starred with who
Start Entity:     Christine Noonan
Gold Answer:      [['Richard Warwick', 'David Wood', 'Malcolm McDowell']]
Predicted Ans:    Malcolm McDowell
Predicted Path:   Christine Noonan --[(INV) starred_actors]--> If.... --[starred_actors]--> Malcolm McDowell
Path (Raw):       Christine Noonan --[No Operation]--> Christine Noonan --[(INV) starred_actors]--> If.... --[starred_actors]--> Malcolm McDowell
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies did jose henrique fonseca direct
Start Entity:     José Henrique Fonseca
Gold Answer:      [['The Man of the Year']]
Predicted Ans:    The Man of the Year
Predicted Path:   José Henrique Fonseca --[(INV) directed_by]--> The Man of the Year --[directed_by]--> José Henrique Fonseca --[(INV) directed_by]--> The Man of the Year
Path (Raw):       José Henrique Fonseca --[(INV) directed_by]--> The Man of the Year --[directed_by]--> José Henrique Fonseca --[(INV) directed_by]--> The Man of the Year
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by kristine johnson
Start Entity:     Kristine Johnson
Gold Answer:      [['Jessie Nelson']]
Predicted Ans:    Jessie Nelson
Predicted Path:   Kristine Johnson --[(INV) written_by]--> I Am Sam --[directed_by]--> Jessie Nelson
Path (Raw):       Kristine Johnson --[No Operation]--> Kristine Johnson --[(INV) written_by]--> I Am Sam --[directed_by]--> Jessie Nelson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was guillem morales the writer of
Start Entity:     Guillem Morales
Gold Answer:      [["Julia's Eyes"]]
Predicted Ans:    Julia's Eyes
Predicted Path:   Guillem Morales --[(INV) written_by]--> Julia's Eyes --[written_by]--> Oriol Paulo --[(INV) written_by]--> Julia's Eyes
Path (Raw):       Guillem Morales --[(INV) written_by]--> Julia's Eyes --[written_by]--> Oriol Paulo --[(INV) written_by]--> Julia's Eyes
Neg LogProb(↓):   0.133697
Path Entropy(↓):  0.434256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the queen
Start Entity:     The Queen
Gold Answer:      [['The Long Good Friday', 'The Last Station', 'White Nights', 'Love Ranch', 'The Comfort of Strangers', 'Arthur', 'Phil Spector', '2010', 'Excalibur', "Some Mother's Son", 'Age of Consent', 'Shadowboxer', 'Where Angels Fear to Tread', 'Hitchcock', 'Brighton Rock', 'The Mosquito Coast', 'The Debt', 'Losing Chase', 'Calendar Girls', 'Critical Care', 'State of Play', 'The Hundred-Foot Journey', 'The Passion of Ayn Rand', 'Teaching Mrs. Tingle']]
Predicted Ans:    The Debt
Predicted Path:   The Queen --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Debt
Path (Raw):       The Queen --[starred_actors]--> Helen Mirren --[No Operation]--> Helen Mirren --[(INV) starred_actors]--> The Debt
Neg LogProb(↓):   1.568911
Path Entropy(↓):  2.129436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by daryn tufts were in which genres
Start Entity:     Daryn Tufts
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Daryn Tufts --[(INV) written_by]--> My Girlfriend's Boyfriend --[has_genre]--> Comedy
Path (Raw):       Daryn Tufts --[No Operation]--> Daryn Tufts --[(INV) written_by]--> My Girlfriend's Boyfriend --[has_genre]--> Comedy
Neg LogProb(↓):   0.000084
Path Entropy(↓):  0.000870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did toni collette act in
Start Entity:     Toni Collette
Gold Answer:      [['Clockwatchers', 'Mary and Max', "Muriel's Wedding", 'The Last Shot', 'The Black Balloon', 'The Way Way Back', 'Connie and Carla', 'The Pallbearer', 'In Her Shoes', 'A Long Way Down', "Lilian's Story", 'Dirty Deeds', 'Jesus Henry Christ', 'The Dead Girl']]
Predicted Ans:    The Dead Girl
Predicted Path:   Toni Collette --[(INV) starred_actors]--> The Dead Girl --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> The Dead Girl
Path (Raw):       Toni Collette --[(INV) starred_actors]--> The Dead Girl --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> The Dead Girl
Neg LogProb(↓):   0.500525
Path Entropy(↓):  1.266756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does grotesque fall under
Start Entity:     Grotesque
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Grotesque --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Grotesque --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.036530
Path Entropy(↓):  3.497513
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote tickets
Start Entity:     Tickets
Gold Answer:      [['Abbas Kiarostami', 'Ermanno Olmi', 'Jafar Panahi', 'Michael Oblowitz']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Tickets --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Certified Copy --[directed_by]--> Abbas Kiarostami
Path (Raw):       Tickets --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Certified Copy --[directed_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.425027
Path Entropy(↓):  1.064468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by paycheck screenwriters
Start Entity:     Paycheck
Gold Answer:      [['Animation', 'Mystery', 'Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Paycheck --[written_by]--> Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Path (Raw):       Paycheck --[written_by]--> Philip K. Dick --[(INV) written_by]--> The Adjustment Bureau --[has_genre]--> Thriller
Neg LogProb(↓):   0.188919
Path Entropy(↓):  0.576073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with i am legend fall under
Start Entity:     I Am Legend
Gold Answer:      [['Drama', 'Crime', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Horror
Predicted Path:   I Am Legend --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[has_genre]--> Horror
Path (Raw):       I Am Legend --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[has_genre]--> Horror
Neg LogProb(↓):   0.379051
Path Entropy(↓):  0.964356
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with john diehl
Start Entity:     John Diehl
Gold Answer:      [['Rachael Harris', 'Michelle Williams', 'Damon Wayans', 'Stacey Dash', 'Joe Santos', "Matt O'Leary"]]
Predicted Ans:    Damon Wayans
Predicted Path:   John Diehl --[(INV) starred_actors]--> Mo' Money --[starred_actors]--> Damon Wayans
Path (Raw):       John Diehl --[No Operation]--> John Diehl --[(INV) starred_actors]--> Mo' Money --[starred_actors]--> Damon Wayans
Neg LogProb(↓):   0.075346
Path Entropy(↓):  0.273725
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of graham yost written films
Start Entity:     Graham Yost
Gold Answer:      [['Delmer Daves', 'Mikael Salomon', 'John Woo', 'Brian De Palma']]
Predicted Ans:    Brian De Palma
Predicted Path:   Graham Yost --[(INV) written_by]--> Mission to Mars --[directed_by]--> Brian De Palma
Path (Raw):       Graham Yost --[No Operation]--> Graham Yost --[(INV) written_by]--> Mission to Mars --[directed_by]--> Brian De Palma
Neg LogProb(↓):   0.204150
Path Entropy(↓):  0.527002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the devil's rejects
Start Entity:     The Devil's Rejects
Gold Answer:      [['1978', '2009', '2003', '1981', '2012', '2007']]
Predicted Ans:    1978
Predicted Path:   The Devil's Rejects --[directed_by]--> Rob Zombie --[(INV) directed_by]--> Halloween --[release_year]--> 1978
Path (Raw):       The Devil's Rejects --[directed_by]--> Rob Zombie --[(INV) directed_by]--> Halloween --[release_year]--> 1978
Neg LogProb(↓):   1.117588
Path Entropy(↓):  2.094008
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of men in black 3
Start Entity:     Men in Black 3
Gold Answer:      [['Rip Torn', 'Lara Flynn Boyle', 'Tommy Lee Jones', 'Will Smith']]
Predicted Ans:    Tommy Lee Jones
Predicted Path:   Men in Black 3 --[written_by]--> Lowell Cunningham --[(INV) written_by]--> Men in Black 3 --[starred_actors]--> Tommy Lee Jones
Path (Raw):       Men in Black 3 --[written_by]--> Lowell Cunningham --[(INV) written_by]--> Men in Black 3 --[starred_actors]--> Tommy Lee Jones
Neg LogProb(↓):   0.058812
Path Entropy(↓):  0.262686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did wilfred pickles star in
Start Entity:     Wilfred Pickles
Gold Answer:      [['Billy Liar']]
Predicted Ans:    Billy Liar
Predicted Path:   Wilfred Pickles --[(INV) starred_actors]--> Billy Liar --[starred_actors]--> Tom Courtenay --[(INV) starred_actors]--> Billy Liar
Path (Raw):       Wilfred Pickles --[(INV) starred_actors]--> Billy Liar --[starred_actors]--> Tom Courtenay --[(INV) starred_actors]--> Billy Liar
Neg LogProb(↓):   0.006854
Path Entropy(↓):  0.046474
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the laughing policeman were in which genres
Start Entity:     The Laughing Policeman
Gold Answer:      [['Western', 'Biography', 'Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Laughing Policeman --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> Brubaker --[has_genre]--> Drama
Path (Raw):       The Laughing Policeman --[directed_by]--> Stuart Rosenberg --[(INV) directed_by]--> Brubaker --[has_genre]--> Drama
Neg LogProb(↓):   0.757733
Path Entropy(↓):  1.383430
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of spontaneous combustion was
Start Entity:     Spontaneous Combustion
Gold Answer:      [['Tobe Hooper']]
Predicted Ans:    Tobe Hooper
Predicted Path:   Spontaneous Combustion --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Path (Raw):       Spontaneous Combustion --[directed_by]--> Tobe Hooper --[(INV) directed_by]--> Spontaneous Combustion --[directed_by]--> Tobe Hooper
Neg LogProb(↓):   0.525226
Path Entropy(↓):  0.859305
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of rosalind wiseman written movies
Start Entity:     Rosalind Wiseman
Gold Answer:      [['Mark Waters']]
Predicted Ans:    Mark Waters
Predicted Path:   Rosalind Wiseman --[(INV) written_by]--> Mean Girls --[directed_by]--> Mark Waters
Path (Raw):       Rosalind Wiseman --[No Operation]--> Rosalind Wiseman --[(INV) written_by]--> Mean Girls --[directed_by]--> Mark Waters
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by elfriede jelinek were released in which years
Start Entity:     Elfriede Jelinek
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Elfriede Jelinek --[(INV) written_by]--> The Piano Teacher --[release_year]--> 2001
Path (Raw):       Elfriede Jelinek --[No Operation]--> Elfriede Jelinek --[(INV) written_by]--> The Piano Teacher --[release_year]--> 2001
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the finding neverland director
Start Entity:     Finding Neverland
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Finding Neverland --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[has_genre]--> Drama
Path (Raw):       Finding Neverland --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[has_genre]--> Drama
Neg LogProb(↓):   0.023012
Path Entropy(↓):  0.123423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed children shouldn't play with dead things
Start Entity:     Children Shouldn't Play with Dead Things
Gold Answer:      [['Bernard Slade', 'Phil Alden Robinson', 'Richard Matheson', 'Ivan Cotroneo', 'Roy Moore', 'Jean Shepherd', 'Richard Christian Matheson', 'David E. Kelley', 'Sylvester Stallone', 'Bob Clark', 'Nora Roberts', 'Glen Morgan']]
Predicted Ans:    Richard Matheson
Predicted Path:   Children Shouldn't Play with Dead Things --[directed_by]--> Bob Clark --[(INV) directed_by]--> Loose Cannons --[written_by]--> Richard Matheson
Path (Raw):       Children Shouldn't Play with Dead Things --[directed_by]--> Bob Clark --[(INV) directed_by]--> Loose Cannons --[written_by]--> Richard Matheson
Neg LogProb(↓):   0.918978
Path Entropy(↓):  1.572068
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of little shop of horrors
Start Entity:     Little Shop of Horrors
Gold Answer:      [['Family', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Little Shop of Horrors --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Muppets Take Manhattan --[has_genre]--> Comedy
Path (Raw):       Little Shop of Horrors --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Muppets Take Manhattan --[has_genre]--> Comedy
Neg LogProb(↓):   0.346278
Path Entropy(↓):  0.998161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie fear x
Start Entity:     Fear X
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Fear X --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Fear X --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.392620
Path Entropy(↓):  2.589109
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did robert shaye direct
Start Entity:     Robert Shaye
Gold Answer:      [['Book of Love', 'The Last Mimzy']]
Predicted Ans:    Book of Love
Predicted Path:   Robert Shaye --[(INV) directed_by]--> Book of Love --[directed_by]--> Robert Shaye --[(INV) directed_by]--> Book of Love
Path (Raw):       Robert Shaye --[(INV) directed_by]--> Book of Love --[directed_by]--> Robert Shaye --[(INV) directed_by]--> Book of Love
Neg LogProb(↓):   0.128640
Path Entropy(↓):  0.458994
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with superstar fall under
Start Entity:     Superstar
Gold Answer:      [['Sport', 'Musical', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Superstar --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[has_genre]--> Comedy
Path (Raw):       Superstar --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[has_genre]--> Comedy
Neg LogProb(↓):   0.953268
Path Entropy(↓):  1.511624
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does peter o'toole appear in
Start Entity:     Peter O'Toole
Gold Answer:      [['The Stunt Man', 'The Day They Robbed the Bank of England', 'Venus', 'Becket', 'The Lion in Winter', 'King Ralph', 'The Nutcracker Prince', 'Lawrence of Arabia', 'The Last Emperor', 'Creator', 'Supergirl', "Murphy's War", 'Man of La Mancha', 'Power Play', 'Club Paradise', 'High Spirits', 'My Favorite Year', 'The Night of the Generals', 'Phantoms', 'Lord Jim', 'How to Steal a Million']]
Predicted Ans:    The Day They Robbed the Bank of England
Predicted Path:   Peter O'Toole --[(INV) starred_actors]--> The Day They Robbed the Bank of England --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> The Day They Robbed the Bank of England
Path (Raw):       Peter O'Toole --[(INV) starred_actors]--> The Day They Robbed the Bank of England --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> The Day They Robbed the Bank of England
Neg LogProb(↓):   0.246095
Path Entropy(↓):  0.994370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie volcano
Start Entity:     Volcano
Gold Answer:      [['tommy lee jones', 'volcano', 'mick jackson', 'don cheadle', 'natural disaster']]
Predicted Ans:    volcano
Predicted Path:   Volcano --[has_tags]--> volcano --[(INV) has_tags]--> Volcano --[has_tags]--> volcano
Path (Raw):       Volcano --[has_tags]--> volcano --[(INV) has_tags]--> Volcano --[has_tags]--> volcano
Neg LogProb(↓):   0.030322
Path Entropy(↓):  0.171925
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by roger rose
Start Entity:     Roger Rose
Gold Answer:      [['1940', '1990', '1993']]
Predicted Ans:    1993
Predicted Path:   Roger Rose --[(INV) starred_actors]--> Love Bites --[release_year]--> 1993
Path (Raw):       Roger Rose --[No Operation]--> Roger Rose --[(INV) starred_actors]--> Love Bites --[release_year]--> 1993
Neg LogProb(↓):   0.059267
Path Entropy(↓):  0.220158
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by lino capolicchio
Start Entity:     Lino Capolicchio
Gold Answer:      [['Vittorio De Sica']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   Lino Capolicchio --[(INV) starred_actors]--> The Garden of the Finzi-Continis --[directed_by]--> Vittorio De Sica
Path (Raw):       Lino Capolicchio --[No Operation]--> Lino Capolicchio --[(INV) starred_actors]--> The Garden of the Finzi-Continis --[directed_by]--> Vittorio De Sica
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000051
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jean bradin starred movies
Start Entity:     Jean Bradin
Gold Answer:      [['1928']]
Predicted Ans:    1928
Predicted Path:   Jean Bradin --[(INV) starred_actors]--> Champagne --[release_year]--> 1928
Path (Raw):       Jean Bradin --[No Operation]--> Jean Bradin --[(INV) starred_actors]--> Champagne --[release_year]--> 1928
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by aaron russo
Start Entity:     Aaron Russo
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Aaron Russo --[(INV) directed_by]--> Rude Awakening --[has_genre]--> Comedy
Path (Raw):       Aaron Russo --[No Operation]--> Aaron Russo --[(INV) directed_by]--> Rude Awakening --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films are about misogynistic
Start Entity:     misogynistic
Gold Answer:      [['Horrible Bosses']]
Predicted Ans:    Horrible Bosses
Predicted Path:   misogynistic --[(INV) has_tags]--> Horrible Bosses --[has_tags]--> misogynistic --[(INV) has_tags]--> Horrible Bosses
Path (Raw):       misogynistic --[(INV) has_tags]--> Horrible Bosses --[has_tags]--> misogynistic --[(INV) has_tags]--> Horrible Bosses
Neg LogProb(↓):   0.114485
Path Entropy(↓):  0.416206
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter jim cartwright co - wrote films with who
Start Entity:     Jim Cartwright
Gold Answer:      [['Mark Herman']]
Predicted Ans:    Mark Herman
Predicted Path:   Jim Cartwright --[(INV) written_by]--> Little Voice --[written_by]--> Mark Herman
Path (Raw):       Jim Cartwright --[No Operation]--> Jim Cartwright --[(INV) written_by]--> Little Voice --[written_by]--> Mark Herman
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the dove
Start Entity:     The Dove
Gold Answer:      [['Robert Littell', 'Larry Kramer', 'Herman Raucher', 'Sidney Sheldon', 'James Hilton', 'Bridget Boland', 'John Hale', 'Richard Sokolove', 'Robert Riskin', 'Maxwell Anderson']]
Predicted Ans:    Maxwell Anderson
Predicted Path:   The Dove --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Path (Raw):       The Dove --[directed_by]--> Charles Jarrott --[(INV) directed_by]--> Anne of the Thousand Days --[written_by]--> Maxwell Anderson
Neg LogProb(↓):   0.542125
Path Entropy(↓):  1.119484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the swindle
Start Entity:     The Swindle
Gold Answer:      [['Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Swindle --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       The Swindle --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.312396
Path Entropy(↓):  4.512980
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie written on the wind are written by who
Start Entity:     Written on the Wind
Gold Answer:      [['Priscilla Chapman', 'John Hartwell', 'Robert A. Granger', 'Delmer Daves', 'Gene Roddenberry', 'Francis Pollini', 'Joe Gayton', 'Miles Hood Swarthout', 'Scott Hale', 'Alistair MacLean', 'Dariel Telfer', 'Edwin Justus Mayer', 'Ross Macdonald', 'Lars von Trier', 'Jonathan Glazer', 'Jerome Odlum', 'Nunnally Johnson', 'Henry F. Greenberg', 'William Peter Blatty', 'Stanley Shapiro', 'Howard Rigsby', 'Paul Henning', 'Julius J. Epstein', 'John Twist', 'Glendon Swarthout', 'Melchior Lengyel', 'Hall Bartlett', 'Helen Gurley Brown', 'Melvin Frank', 'Graham Greene', 'Robert Buckner', 'Andrew L. Stone', 'David Goodis', 'Richard Brooks', 'Leo Gordon', 'Gérard Oury', 'Lloyd C. Douglas', 'André Cayatte', 'Ernest Hemingway', 'Maxwell Anderson', 'Richard LaGravenese', 'Peter Abrahams', 'Edna Ferber', 'Ivan Moffat', 'Fred Guiol', 'Michael Winner', 'Peter Buckman', 'Jean Howell', 'Allan Aaron Katz', 'Francesco Maselli', 'Leigh Brackett', 'Raymond Chandler', 'Jules Furthman', 'William Faulkner', 'Sy Bartlett', 'David Ely', 'Edna L. Lee', 'Peg Fenwick', 'Harry Lee', 'John Huston', 'Robin Estridge', 'Thomas Meehan', 'Ronny Graham', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Blake Edwards', 'Ernest K. Gann', 'Harry Julian Fink', 'George Wells', 'Corey Allen', 'Robert Blees', 'Wells Root', 'Frances Gray Patton', 'Lawrence Roeck', 'Carlos De Los Rios', 'Jerry Paris', 'John Wesley Hardin', 'Maurice Richlin', 'Russell Rouse', 'Clarence Greene', 'Anthony Shaffer', 'Agatha Christie', 'Douglas Heyes', 'Dalton Trumbo', 'Harold Ramis', 'William Goldman', 'Roger Corman', 'Katherine Albert', 'Dale Eunson', 'Norman Barasch', 'Carroll Moore', 'Lewis John Carlino', 'Bob Randall']]
Predicted Ans:    Francesco Maselli
Predicted Path:   Written on the Wind --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair --[written_by]--> Francesco Maselli
Path (Raw):       Written on the Wind --[starred_actors]--> Rock Hudson --[(INV) starred_actors]--> A Fine Pair --[written_by]--> Francesco Maselli
Neg LogProb(↓):   0.837024
Path Entropy(↓):  1.500150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of cannonball run ii also starred in which films
Start Entity:     Cannonball Run II
Gold Answer:      [['Robin and the 7 Hoods', 'The End', 'The First Deadly Sin', 'High Society', 'A Hole in the Head', 'Can-Can', 'Navajo Joe', 'Pal Joey', 'W.W. and the Dixie Dancekings', 'Lady in Cement', 'Deliverance', 'A Bunch of Amateurs', 'All Dogs Go to Heaven', 'Hooper', 'Nickelodeon', 'Stick', 'Rent-a-Cop', 'Best Friends', 'Tony Rome', "The Devil at 4 O'Clock", 'Breaking In', 'Higher and Higher', 'Assault on a Queen', 'Take Me Out to the Ball Game', 'The Tender Trap', 'Hustle', 'Double Dynamite', 'Striptease', 'The Manchurian Candidate', 'Guys and Dolls', 'Shamus', '100 Rifles', "Ocean's 11", 'The Pride and the Passion', 'Anchors Aweigh', 'Young at Heart', 'The Joker Is Wild', 'Malone', 'Gator', 'Stroker Ace', 'Semi-Tough', 'White Lightning', 'The Cannonball Run', 'The Longest Yard', 'Starting Over', 'Suddenly', '4 for Texas', 'Dirty Dingus Magee', 'The Man Who Loved Women', 'The Detective', 'Lucky Lady', 'Smokey and the Bandit', 'Come Blow Your Horn', 'Pups', "Von Ryan's Express", 'Smokey and the Bandit II', 'Physical Evidence', 'Not as a Stranger', 'The Man with the Golden Arm', 'The Best Little Whorehouse in Texas', 'Paternity', 'At Long Last Love', 'Some Came Running', "Sharky's Machine", 'On the Town', 'City Heat', 'Fuzz', 'Switching Channels', 'The Crew']]
Predicted Ans:    The Man Who Loved Women
Predicted Path:   Cannonball Run II --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Path (Raw):       Cannonball Run II --[starred_actors]--> Burt Reynolds --[No Operation]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women
Neg LogProb(↓):   0.410294
Path Entropy(↓):  1.235189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the more the merrier are directed by who
Start Entity:     The More the Merrier
Gold Answer:      [['Sam Wood', 'George Cukor', 'Garson Kanin', 'William A. Seiter', 'Cecil B. DeMille', 'Fabrice Canepa', 'Preston Sturges', 'Stuart Gilmore', 'Warren Beatty', 'Frank Borzage', 'Billy Wilder', 'King Vidor', 'Raoul Walsh', 'John Ford', 'Byron Haskin', 'Frank Capra', 'Douglas Sirk', 'Ernst Lubitsch', 'Wesley Ruggles', 'Arthur Lubin', 'Mitchell Leisen', 'Alfred Santell', 'Buck Henry', 'Alfred Hitchcock', 'John S. Robertson', 'Victor Saville', 'Ernest B. Schoedsack', 'Norman Krasna', 'George Stevens', 'Sam Peckinpah', 'Norman Z. McLeod', 'Howard Hawks']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   The More the Merrier --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[directed_by]--> Alfred Hitchcock
Path (Raw):       The More the Merrier --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> The Paradine Case --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.791664
Path Entropy(↓):  0.793885
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by bruce willis
Start Entity:     Bruce Willis
Gold Answer:      [['Michael Lehmann']]
Predicted Ans:    Doug Richardson
Predicted Path:   Bruce Willis --[(INV) starred_actors]--> Die Hard 2 --[written_by]--> Doug Richardson
Path (Raw):       Bruce Willis --[No Operation]--> Bruce Willis --[(INV) starred_actors]--> Die Hard 2 --[written_by]--> Doug Richardson
Neg LogProb(↓):   1.455248
Path Entropy(↓):  2.159906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by doctor dre were in which genres
Start Entity:     Doctor Dré
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Doctor Dré --[(INV) written_by]--> Who's the Man? --[has_genre]--> Comedy
Path (Raw):       Doctor Dré --[No Operation]--> Doctor Dré --[(INV) written_by]--> Who's the Man? --[has_genre]--> Comedy
Neg LogProb(↓):   0.003129
Path Entropy(↓):  0.021143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of high heels were directed by who
Start Entity:     High Heels
Gold Answer:      [['Pedro Almodóvar']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   High Heels --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Women on the Verge of a Nervous Breakdown --[directed_by]--> Pedro Almodóvar
Path (Raw):       High Heels --[written_by]--> Pedro Almodóvar --[(INV) written_by]--> Women on the Verge of a Nervous Breakdown --[directed_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.701432
Path Entropy(↓):  1.449129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jerome robart were released in which years
Start Entity:     Jérôme Robart
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Jérôme Robart --[(INV) starred_actors]--> A Burning Hot Summer --[release_year]--> 2011
Path (Raw):       Jérôme Robart --[No Operation]--> Jérôme Robart --[(INV) starred_actors]--> A Burning Hot Summer --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by john kerr fall under
Start Entity:     John Kerr
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   John Kerr --[(INV) starred_actors]--> South Pacific --[has_genre]--> Musical
Path (Raw):       John Kerr --[No Operation]--> John Kerr --[(INV) starred_actors]--> South Pacific --[has_genre]--> Musical
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with dinner at eight fall under
Start Entity:     Dinner at Eight
Gold Answer:      [['Romance', 'Family', 'Music', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Dinner at Eight --[directed_by]--> George Cukor --[(INV) directed_by]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       Dinner at Eight --[directed_by]--> George Cukor --[(INV) directed_by]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   0.816352
Path Entropy(↓):  1.198814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote liberal arts
Start Entity:     Liberal Arts
Gold Answer:      [['Josh Radnor']]
Predicted Ans:    Josh Radnor
Predicted Path:   Liberal Arts --[written_by]--> Josh Radnor --[(INV) written_by]--> Happythankyoumoreplease --[directed_by]--> Josh Radnor
Path (Raw):       Liberal Arts --[written_by]--> Josh Radnor --[(INV) written_by]--> Happythankyoumoreplease --[directed_by]--> Josh Radnor
Neg LogProb(↓):   0.511782
Path Entropy(↓):  0.673281
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in chappie
Start Entity:     Chappie
Gold Answer:      [['Korean']]
Predicted Ans:    Korean
Predicted Path:   Chappie --[starred_actors]--> Sharlto Copley --[(INV) starred_actors]--> Oldboy --[in_language]--> Korean
Path (Raw):       Chappie --[starred_actors]--> Sharlto Copley --[(INV) starred_actors]--> Oldboy --[in_language]--> Korean
Neg LogProb(↓):   0.000580
Path Entropy(↓):  0.004904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jerry barone were released in which years
Start Entity:     Jerry Barone
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   Jerry Barone --[(INV) starred_actors]--> Two Bits --[release_year]--> 1995
Path (Raw):       Jerry Barone --[No Operation]--> Jerry Barone --[(INV) starred_actors]--> Two Bits --[release_year]--> 1995
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by dwayne hickman
Start Entity:     Dwayne Hickman
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dwayne Hickman --[(INV) starred_actors]--> Dr. Goldfoot and the Bikini Machine --[has_genre]--> Comedy
Path (Raw):       Dwayne Hickman --[No Operation]--> Dwayne Hickman --[(INV) starred_actors]--> Dr. Goldfoot and the Bikini Machine --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie living free
Start Entity:     Living Free
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Living Free --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Living Free --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.312610
Path Entropy(↓):  4.522418
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed deep in the woods
Start Entity:     Deep in the Woods
Gold Answer:      [['Lionel Delplanque']]
Predicted Ans:    Lionel Delplanque
Predicted Path:   Deep in the Woods --[directed_by]--> Lionel Delplanque --[(INV) directed_by]--> Deep in the Woods --[directed_by]--> Lionel Delplanque
Path (Raw):       Deep in the Woods --[directed_by]--> Lionel Delplanque --[(INV) directed_by]--> Deep in the Woods --[directed_by]--> Lionel Delplanque
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies directed by steve carver released
Start Entity:     Steve Carver
Gold Answer:      [['1983', '1974', '1975', '1981']]
Predicted Ans:    1983
Predicted Path:   Steve Carver --[(INV) directed_by]--> Lone Wolf McQuade --[release_year]--> 1983
Path (Raw):       Steve Carver --[No Operation]--> Steve Carver --[(INV) directed_by]--> Lone Wolf McQuade --[release_year]--> 1983
Neg LogProb(↓):   0.094108
Path Entropy(↓):  0.375614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by christina milian were in which languages
Start Entity:     Christina Milian
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Christina Milian --[(INV) starred_actors]--> Pulse --[in_language]--> Japanese
Path (Raw):       Christina Milian --[No Operation]--> Christina Milian --[(INV) starred_actors]--> Pulse --[in_language]--> Japanese
Neg LogProb(↓):   0.008403
Path Entropy(↓):  0.048360
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did francois girard write
Start Entity:     François Girard
Gold Answer:      [['The Red Violin', 'Thirty Two Short Films About Glenn Gould', 'Silk']]
Predicted Ans:    The Red Violin
Predicted Path:   François Girard --[(INV) written_by]--> The Red Violin --[written_by]--> François Girard --[(INV) written_by]--> The Red Violin
Path (Raw):       François Girard --[(INV) written_by]--> The Red Violin --[written_by]--> François Girard --[(INV) written_by]--> The Red Violin
Neg LogProb(↓):   0.044240
Path Entropy(↓):  0.217488
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is free willy about
Start Entity:     Free Willy
Gold Answer:      [['family']]
Predicted Ans:    family
Predicted Path:   Free Willy --[has_tags]--> family --[(INV) has_tags]--> Free Willy --[has_tags]--> family
Path (Raw):       Free Willy --[has_tags]--> family --[(INV) has_tags]--> Free Willy --[has_tags]--> family
Neg LogProb(↓):   0.002037
Path Entropy(↓):  0.016155
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by arthur christmas actors
Start Entity:     Arthur Christmas
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'History', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Arthur Christmas --[starred_actors]--> Jim Broadbent --[(INV) starred_actors]--> Gangs of New York --[has_genre]--> Drama
Path (Raw):       Arthur Christmas --[starred_actors]--> Jim Broadbent --[(INV) starred_actors]--> Gangs of New York --[has_genre]--> Drama
Neg LogProb(↓):   0.089728
Path Entropy(↓):  0.439312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in about a boy
Start Entity:     About a Boy
Gold Answer:      [['Ken Russell', 'Roman Polanski', 'Pascal Bruckner', 'Bram Stoker', 'Richard E. Grant', 'Jake Paltrow', 'Isaac Marion', 'Marc Lawrence', 'Darren Lemke', 'Dan Studney', 'Jonathan Levine', 'Chris Columbus', 'John Duigan', 'Christopher McQuarrie', 'Richard Curtis', 'Sarah Kernochan', 'James Ivory']]
Predicted Ans:    Roman Polanski
Predicted Path:   About a Boy --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Path (Raw):       About a Boy --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.883446
Path Entropy(↓):  1.357164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film little women are written by who
Start Entity:     Little Women
Gold Answer:      [['Caroline Thompson', 'Edith Hamilton', 'Delmer Daves', 'Hagar Wilde', 'Dudley Nichols', 'Myles Connolly', 'James Goldman', 'Robert Towne', 'James Salter', 'Euripides', 'Murray Forbes', 'Daniel Waters', 'Helen Childress', 'William Rose', 'Aline Brosh McKenna', 'Donald Ogden Stewart', 'Adolph Green', 'Betty Comden', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'Bernard C. Schoenfeld', 'Thelma Strabel', 'Martha Hyer', 'Allison Burnett', 'Richard Connell', 'Randall Wallace', 'Geoffrey Household', 'Susanna Kaysen', 'Geoffrey Haley', 'Jane Murfin', 'Clare Boothe Luce', 'James Mangold', 'Martin Scorsese', 'Conrad Richter', 'Warren Beatty', 'Allan Scott', 'Ernest Thompson', 'Pearl S. Buck', 'Elisabeth Sanxay Holding', 'Tennessee Williams', 'Ursula Parrott', 'Melvin Frank', 'Tim Burton', 'Richard Brooks', 'N. Richard Nash', 'Edward Chodorov', 'Phoebe Ephron', 'Henry Ephron', 'Michael Kanin', 'Howard Lindsay', 'Russel Crouse', 'William Marchant', 'Philip Barry', 'Mortimer Offner', 'Patty Dann', 'Dorothy Yost', 'Arthur Miller', 'William Bowers', 'Gore Vidal', 'Sidney Buchman', 'Ranald MacDougall', 'Maxwell Anderson', 'Edna Ferber', 'Francis Ford Coppola', 'John Grisham', 'Charles Portis', 'Booth Tarkington', 'Howard J. Green', 'Netta Syrett', 'Albert Husson', 'W. Somerset Maugham', 'Garson Kanin', 'Ruth Gordon', 'Mildred Cram', 'John Huston', 'Ariel Vromen', 'Georges de La Fouchardière', 'James Agee', 'Gladys Lehman', 'Gilbert Frankau', 'Edith Wharton', 'Jay Anania', 'Anthony Veiller', 'Leo McCarey', 'Everett Freeman', 'Garrett Fort', 'Eric Hatch', 'Mark Polish', 'Compton MacKenzie', 'Peter Berneis', 'George S. Kaufman', 'Morrie Ryskind', 'Jean Renoir']]
Predicted Ans:    Geoffrey Household
Predicted Path:   Little Women --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[written_by]--> Geoffrey Household
Path (Raw):       Little Women --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[written_by]--> Geoffrey Household
Neg LogProb(↓):   0.117138
Path Entropy(↓):  0.431000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor luke kirby acted together with who
Start Entity:     Luke Kirby
Gold Answer:      [['Michelle Williams', 'Seth Rogen', 'Sarah Silverman', 'Chris Parnell', 'Lindsay Lohan']]
Predicted Ans:    Lindsay Lohan
Predicted Path:   Luke Kirby --[(INV) starred_actors]--> Labor Pains --[starred_actors]--> Lindsay Lohan
Path (Raw):       Luke Kirby --[No Operation]--> Luke Kirby --[(INV) starred_actors]--> Labor Pains --[starred_actors]--> Lindsay Lohan
Neg LogProb(↓):   0.026540
Path Entropy(↓):  0.130403
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of men of respect
Start Entity:     Men of Respect
Gold Answer:      [['Margaret Rutherford', 'Jim Broadbent', 'Annette Bening', 'Anthony Hopkins', 'Francesca Annis', 'Jon Finch', 'Jeanne Moreau', 'Gena Rowlands', 'Alan Bates', 'Dick Powell', 'Ethan Hawke', 'Martin Sheen', 'Rupert Everett', 'Susan Sarandon', 'Ian Hunter', 'Kyle MacLachlan', 'Richard Burton', 'Stanley Tucci', 'David Tennant', 'Cedric Hardwicke', 'John Cassavetes', 'Shraddha Kapoor', 'Diane Venora', 'Daniel Wu', 'Barbara Jefford', 'Derek Godfrey', 'Clark Gregg', 'Laurence Fishburne', 'Marianne Faithfull', 'Kevin Kline', 'Irène Jacob', 'Norma Shearer', 'James Mason', 'Judy Parfitt', 'Derek Jacobi', 'Maggie Smith', 'Heathcote Williams', 'Andrew Keegan', 'Nicol Williamson', 'Bryce Dallas Howard', 'Brian Blessed', 'Ralph Fiennes', 'Kenneth Branagh', 'Sam Shepard', 'Nathan Fillion', 'Amy Acker', 'Alexis Denisof', 'Michelle Pfeiffer', 'Shahid Kapoor', 'Ian McKellen', 'Patrick Stewart', 'Paul Scofield', 'Claire Danes', 'Laurence Olivier', 'Leonardo DiCaprio', 'Mekhi Phifer', 'Alicia Silverstone', 'Leslie Howard', 'Mel Gibson', 'Richard Attenborough', 'John Gielgud', 'Kate Beckinsale', 'Marlon Brando', 'Elizabeth Taylor', 'Olivia Hussey', 'Leonard Whiting', 'Louis Calhern', 'Glenn Close', 'Frank Finlay', 'Joyce Redman', 'Robert Coote', 'Micheál MacLiammóir', 'Suzanne Cloutier', 'Robert Downey Jr.', 'Tabu', 'Kay Kay Menon', 'Penny Downie', 'Oliver Ford Davies', 'Josh Hartnett', 'Orson Welles']]
Predicted Ans:    Jeanne Moreau
Predicted Path:   Men of Respect --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight --[starred_actors]--> Jeanne Moreau
Path (Raw):       Men of Respect --[written_by]--> William Shakespeare --[(INV) written_by]--> Chimes at Midnight --[starred_actors]--> Jeanne Moreau
Neg LogProb(↓):   0.128798
Path Entropy(↓):  0.644318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in recollections of the yellow house
Start Entity:     Recollections of the Yellow House
Gold Answer:      [['João César Monteiro']]
Predicted Ans:    João César Monteiro
Predicted Path:   Recollections of the Yellow House --[starred_actors]--> João César Monteiro --[(INV) written_by]--> Recollections of the Yellow House --[starred_actors]--> João César Monteiro
Path (Raw):       Recollections of the Yellow House --[starred_actors]--> João César Monteiro --[(INV) written_by]--> Recollections of the Yellow House --[starred_actors]--> João César Monteiro
Neg LogProb(↓):   0.342220
Path Entropy(↓):  0.678448
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by tim mccanlies
Start Entity:     Tim McCanlies
Gold Answer:      [['Jennifer Aniston', 'Haley Joel Osment', 'Robert Duvall', 'Vin Diesel', 'Michael Caine']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   Tim McCanlies --[(INV) written_by]--> The Iron Giant --[starred_actors]--> Jennifer Aniston
Path (Raw):       Tim McCanlies --[No Operation]--> Tim McCanlies --[(INV) written_by]--> The Iron Giant --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.509029
Path Entropy(↓):  0.672733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by julia kwan release
Start Entity:     Julia Kwan
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse --[release_year]--> 2005
Path (Raw):       Julia Kwan --[No Operation]--> Julia Kwan --[(INV) written_by]--> Eve and the Fire Horse --[release_year]--> 2005
Neg LogProb(↓):   0.000036
Path Entropy(↓):  0.000412
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of dolls also wrote which films
Start Entity:     Dolls
Gold Answer:      [["Takeshis'", 'Glory to the Filmmaker!', 'Outrage', 'Kikujiro', 'Achilles and the Tortoise', 'Beyond Outrage', 'Getting Any?', 'Boiling Point', 'A Scene at the Sea', 'Sonatine', 'Brother', 'Kids Return']]
Predicted Ans:    Outrage
Predicted Path:   Dolls --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage
Path (Raw):       Dolls --[written_by]--> Takeshi Kitano --[(INV) written_by]--> Outrage --[No Operation]--> Outrage
Neg LogProb(↓):   0.698869
Path Entropy(↓):  1.032333
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by annabeth gish released
Start Entity:     Annabeth Gish
Gold Answer:      [['1989', '1995', '1997', '1988']]
Predicted Ans:    1989
Predicted Path:   Annabeth Gish --[(INV) starred_actors]--> Shag --[release_year]--> 1989
Path (Raw):       Annabeth Gish --[No Operation]--> Annabeth Gish --[(INV) starred_actors]--> Shag --[release_year]--> 1989
Neg LogProb(↓):   0.774902
Path Entropy(↓):  1.021901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of queen bee starred who
Start Entity:     Queen Bee
Gold Answer:      [['Harry Belafonte']]
Predicted Ans:    Joan Crawford
Predicted Path:   Queen Bee --[directed_by]--> Ranald MacDougall --[(INV) directed_by]--> Queen Bee --[starred_actors]--> Joan Crawford
Path (Raw):       Queen Bee --[directed_by]--> Ranald MacDougall --[(INV) directed_by]--> Queen Bee --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.091358
Path Entropy(↓):  0.303453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of delitto a porta romana
Start Entity:     Delitto a Porta Romana
Gold Answer:      [['1983', '1976', '1981']]
Predicted Ans:    1980
Predicted Path:   Delitto a Porta Romana --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Delitto a Porta Romana --[release_year]--> 1980
Path (Raw):       Delitto a Porta Romana --[directed_by]--> Bruno Corbucci --[(INV) directed_by]--> Delitto a Porta Romana --[release_year]--> 1980
Neg LogProb(↓):   0.802869
Path Entropy(↓):  1.204434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the films that have the same screenwriter of let it ride
Start Entity:     Let It Ride
Gold Answer:      [['Funny Farm', 'Quick Change', 'Slap Shot', 'Coming Home']]
Predicted Ans:    Quick Change
Predicted Path:   Let It Ride --[written_by]--> Jay Cronley --[(INV) written_by]--> Quick Change
Path (Raw):       Let It Ride --[No Operation]--> Let It Ride --[written_by]--> Jay Cronley --[(INV) written_by]--> Quick Change
Neg LogProb(↓):   0.556987
Path Entropy(↓):  0.848542
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by bob dolman in
Start Entity:     Bob Dolman
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Bob Dolman --[(INV) written_by]--> Far and Away --[has_genre]--> Drama
Path (Raw):       Bob Dolman --[No Operation]--> Bob Dolman --[(INV) written_by]--> Far and Away --[has_genre]--> Drama
Neg LogProb(↓):   0.194364
Path Entropy(↓):  0.565733
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with chain lightning in
Start Entity:     Chain Lightning
Gold Answer:      [['French', 'English', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Chain Lightning --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Path (Raw):       Chain Lightning --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.842969
Path Entropy(↓):  1.517949
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of the hawaiians
Start Entity:     The Hawaiians
Gold Answer:      [['Richard Thorpe', 'J. Lee Thompson', 'George Roy Hill', 'Henry Hathaway', 'John Ford', 'Martin Scorsese', 'Joshua Logan', 'George Marshall']]
Predicted Ans:    Tom Gries
Predicted Path:   The Hawaiians --[written_by]--> James R. Webb --[(INV) written_by]--> The Hawaiians --[directed_by]--> Tom Gries
Path (Raw):       The Hawaiians --[written_by]--> James R. Webb --[(INV) written_by]--> The Hawaiians --[directed_by]--> Tom Gries
Neg LogProb(↓):   0.082860
Path Entropy(↓):  0.295009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies have the same actor of the lunchbox
Start Entity:     The Lunchbox
Gold Answer:      [['Firaaq', 'Life of Pi', 'Paan Singh Tomar', 'D-Day', 'New York', 'Billu', "Liar's Dice", 'Gunday', 'The Warrior']]
Predicted Ans:    Gunday
Predicted Path:   The Lunchbox --[starred_actors]--> Irrfan Khan --[(INV) starred_actors]--> Gunday
Path (Raw):       The Lunchbox --[starred_actors]--> Irrfan Khan --[No Operation]--> Irrfan Khan --[(INV) starred_actors]--> Gunday
Neg LogProb(↓):   0.389035
Path Entropy(↓):  0.854596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by simon andreu release
Start Entity:     Simón Andreu
Gold Answer:      [['1972']]
Predicted Ans:    1972
Predicted Path:   Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[release_year]--> 1972
Path (Raw):       Simón Andreu --[No Operation]--> Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[release_year]--> 1972
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of radio days
Start Entity:     Radio Days
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jerry Lacy', 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Janet Margolin', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Radio Days --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Radio Days --[written_by]--> Woody Allen --[(INV) written_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.697060
Path Entropy(↓):  2.205721
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with animal farm in
Start Entity:     Animal Farm
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Animal Farm --[written_by]--> George Orwell --[(INV) written_by]--> Nineteen Eighty-Four --[in_language]--> English
Path (Raw):       Animal Farm --[written_by]--> George Orwell --[(INV) written_by]--> Nineteen Eighty-Four --[in_language]--> English
Neg LogProb(↓):   0.019417
Path Entropy(↓):  0.108522
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films directed by stanley kramer in
Start Entity:     Stanley Kramer
Gold Answer:      [['Spanish', 'German']]
Predicted Ans:    German
Predicted Path:   Stanley Kramer --[(INV) directed_by]--> Judgment at Nuremberg --[in_language]--> German
Path (Raw):       Stanley Kramer --[No Operation]--> Stanley Kramer --[(INV) directed_by]--> Judgment at Nuremberg --[in_language]--> German
Neg LogProb(↓):   0.012161
Path Entropy(↓):  0.067599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie cypher
Start Entity:     Cypher
Gold Answer:      [['Jeremy Northam', 'Lucy Liu']]
Predicted Ans:    Jeremy Northam
Predicted Path:   Cypher --[starred_actors]--> Jeremy Northam --[(INV) starred_actors]--> Cypher --[starred_actors]--> Jeremy Northam
Path (Raw):       Cypher --[starred_actors]--> Jeremy Northam --[(INV) starred_actors]--> Cypher --[starred_actors]--> Jeremy Northam
Neg LogProb(↓):   0.892019
Path Entropy(↓):  1.932142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of bright eyes also wrote which movies
Start Entity:     Bright Eyes
Gold Answer:      [["You'll Find Out", 'Just Imagine']]
Predicted Ans:    Bright Eyes
Predicted Path:   Bright Eyes --[written_by]--> David Butler --[(INV) written_by]--> Bright Eyes
Path (Raw):       Bright Eyes --[written_by]--> David Butler --[(INV) written_by]--> Bright Eyes --[No Operation]--> Bright Eyes
Neg LogProb(↓):   0.426538
Path Entropy(↓):  0.769364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by johnny sands
Start Entity:     Johnny Sands
Gold Answer:      [['Joseph Losey']]
Predicted Ans:    Joseph Losey
Predicted Path:   Johnny Sands --[(INV) starred_actors]--> The Lawless --[directed_by]--> Joseph Losey
Path (Raw):       Johnny Sands --[No Operation]--> Johnny Sands --[(INV) starred_actors]--> The Lawless --[directed_by]--> Joseph Losey
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by moving out writers
Start Entity:     Moving Out
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Moving Out --[written_by]--> Jan Sardi --[(INV) written_by]--> Shine --[has_genre]--> Drama
Path (Raw):       Moving Out --[written_by]--> Jan Sardi --[(INV) written_by]--> Shine --[has_genre]--> Drama
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie hans christian andersen
Start Entity:     Hans Christian Andersen
Gold Answer:      [['charles vidor', 'hans christian andersen', 'ballet']]
Predicted Ans:    charles vidor
Predicted Path:   Hans Christian Andersen --[has_tags]--> charles vidor --[(INV) has_tags]--> The Joker Is Wild --[has_tags]--> charles vidor
Path (Raw):       Hans Christian Andersen --[has_tags]--> charles vidor --[(INV) has_tags]--> The Joker Is Wild --[has_tags]--> charles vidor
Neg LogProb(↓):   0.590411
Path Entropy(↓):  0.747745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director zach clark
Start Entity:     Zach Clark
Gold Answer:      [['Anna Margaret Hollyman']]
Predicted Ans:    Anna Margaret Hollyman
Predicted Path:   Zach Clark --[(INV) directed_by]--> White Reindeer --[starred_actors]--> Anna Margaret Hollyman
Path (Raw):       Zach Clark --[No Operation]--> Zach Clark --[(INV) directed_by]--> White Reindeer --[starred_actors]--> Anna Margaret Hollyman
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by brian austin green released
Start Entity:     Brian Austin Green
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Brian Austin Green --[(INV) starred_actors]--> This Time Around --[release_year]--> 2003
Path (Raw):       Brian Austin Green --[No Operation]--> Brian Austin Green --[(INV) starred_actors]--> This Time Around --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of houdini
Start Entity:     Houdini
Gold Answer:      [['Philip Yordan', 'Harold Kellock']]
Predicted Ans:    Philip Yordan
Predicted Path:   Houdini --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[written_by]--> Philip Yordan
Path (Raw):       Houdini --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[written_by]--> Philip Yordan
Neg LogProb(↓):   0.056975
Path Entropy(↓):  0.264233
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by daniel henney released
Start Entity:     Daniel Henney
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Daniel Henney --[(INV) starred_actors]--> Shanghai Calling --[release_year]--> 2012
Path (Raw):       Daniel Henney --[No Operation]--> Daniel Henney --[(INV) starred_actors]--> Shanghai Calling --[release_year]--> 2012
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by marcus dunstan
Start Entity:     Marcus Dunstan
Gold Answer:      [['Kevin Greutert', 'David Hackl', 'William Wyler', 'Darren Lynn Bousman', 'John Gulager']]
Predicted Ans:    William Wyler
Predicted Path:   Marcus Dunstan --[(INV) directed_by]--> The Collector --[directed_by]--> William Wyler
Path (Raw):       Marcus Dunstan --[No Operation]--> Marcus Dunstan --[(INV) directed_by]--> The Collector --[directed_by]--> William Wyler
Neg LogProb(↓):   0.495289
Path Entropy(↓):  1.188817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor steve ladden acted together with who
Start Entity:     Steve Ladden
Gold Answer:      [['Mike Hart']]
Predicted Ans:    Steve Ladden
Predicted Path:   Steve Ladden --[(INV) starred_actors]--> Decampitated --[starred_actors]--> Steve Ladden
Path (Raw):       Steve Ladden --[No Operation]--> Steve Ladden --[(INV) starred_actors]--> Decampitated --[starred_actors]--> Steve Ladden
Neg LogProb(↓):   0.059590
Path Entropy(↓):  0.221007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies that share actors with the movie the kid from brooklyn
Start Entity:     The Kid from Brooklyn
Gold Answer:      [['Waldo Salt', 'John Twist', 'Henry Ephron', 'James Thurber', 'Edmund H. North', 'Norman Panama', 'John D. Klorer', 'Billy Wilder', 'Arthur Sheekman', 'Melville Shavelson', 'Jack Jevne', 'Eddie Moran', 'Red Nichols', 'Jack Rose', 'Rudolph Lothar', 'Hans Adler', 'Ken Englund', 'Franz Werfel', 'Everett Freeman', 'Melvin Frank', 'Michelangelo Antonioni', 'Valentine Davies', 'Collier Young', 'Sy Bartlett', 'Ida Lupino', 'Ivan Goff', 'Ben Roberts', 'Virginia Kellogg']]
Predicted Ans:    Melville Shavelson
Predicted Path:   The Kid from Brooklyn --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[written_by]--> Melville Shavelson
Path (Raw):       The Kid from Brooklyn --[starred_actors]--> Danny Kaye --[(INV) starred_actors]--> The Five Pennies --[written_by]--> Melville Shavelson
Neg LogProb(↓):   0.230541
Path Entropy(↓):  0.795056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter vinicius de moraes wrote films together with who
Start Entity:     Vinicius de Moraes
Gold Answer:      [['Marcel Camus', 'Carlos Diegues']]
Predicted Ans:    Vinicius de Moraes
Predicted Path:   Vinicius de Moraes --[(INV) written_by]--> Orfeu --[written_by]--> Vinicius de Moraes
Path (Raw):       Vinicius de Moraes --[No Operation]--> Vinicius de Moraes --[(INV) written_by]--> Orfeu --[written_by]--> Vinicius de Moraes
Neg LogProb(↓):   0.473500
Path Entropy(↓):  0.900364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What year was beautiful darling released
Start Entity:     Beautiful Darling
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Beautiful Darling --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Beautiful Darling --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.572367
Path Entropy(↓):  4.176318
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of kitchen stories starred who
Start Entity:     Kitchen Stories
Gold Answer:      [['Matt Dillon']]
Predicted Ans:    Matt Dillon
Predicted Path:   Kitchen Stories --[written_by]--> Bent Hamer --[(INV) written_by]--> Factotum --[starred_actors]--> Matt Dillon
Path (Raw):       Kitchen Stories --[written_by]--> Bent Hamer --[(INV) written_by]--> Factotum --[starred_actors]--> Matt Dillon
Neg LogProb(↓):   0.000070
Path Entropy(↓):  0.000793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film snow white and the huntsman were in which genres
Start Entity:     Snow White and the Huntsman
Gold Answer:      [['Family', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    War
Predicted Path:   Snow White and the Huntsman --[starred_actors]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Path (Raw):       Snow White and the Huntsman --[starred_actors]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[has_genre]--> War
Neg LogProb(↓):   1.233922
Path Entropy(↓):  1.780288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of making the grade starred who
Start Entity:     Making the Grade
Gold Answer:      [['Ana Obregón', 'Tony Anthony', 'Emilio Estevez', 'Anna Lee', 'Paul Robeson', 'Patrick Swayze', 'Alison Doody', 'Herbert Lom', 'Roland Young', 'Stewart Granger', 'Cedric Hardwicke', 'Richard Carlson', 'Gene Quintano', 'Powers Boothe', 'Raymond J. Barry', 'Ray Liotta', 'Victoria Abril', 'Sharon Stone', 'Richard Chamberlain', 'Samuel L. Jackson', 'Denis Leary', 'Doug E. Doug', 'Deborah Kerr', 'Danny Glover']]
Predicted Ans:    Sharon Stone
Predicted Path:   Making the Grade --[written_by]--> Gene Quintano --[(INV) written_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Path (Raw):       Making the Grade --[written_by]--> Gene Quintano --[(INV) written_by]--> King Solomon's Mines --[starred_actors]--> Sharon Stone
Neg LogProb(↓):   0.967897
Path Entropy(↓):  1.986496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed cobra verde
Start Entity:     Cobra Verde
Gold Answer:      [['Eva Mattes', 'Roland Topor', 'Walter Steiner', 'Bruno S.', 'Juliane Koepcke', 'Klaus Kinski', 'Denis Reichle', 'Greg Kinnear', 'Toby Huss', 'Lotte Eisner', 'Reinhold Messner', 'Christian Bale', 'The Dalai Lama', 'Walter Ladengast', 'Isabelle Adjani', 'Brad Dourif', 'Mark Wahlberg', 'Werner Herzog', 'Jouko Ahola', 'Max Raabe', 'Tim Roth', 'Anna Gourari', 'Dieter Plage', 'Graham Dorrington', 'Bruno Ganz']]
Predicted Ans:    Bruno Ganz
Predicted Path:   Cobra Verde --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Nosferatu the Vampyre --[starred_actors]--> Bruno Ganz
Path (Raw):       Cobra Verde --[directed_by]--> Werner Herzog --[(INV) directed_by]--> Nosferatu the Vampyre --[starred_actors]--> Bruno Ganz
Neg LogProb(↓):   1.171912
Path Entropy(↓):  2.408225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in red heat
Start Entity:     Red Heat
Gold Answer:      [['French']]
Predicted Ans:    Russian
Predicted Path:   Red Heat --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Path (Raw):       Red Heat --[starred_actors]--> Arnold Schwarzenegger --[(INV) starred_actors]--> Red Heat --[in_language]--> Russian
Neg LogProb(↓):   0.089887
Path Entropy(↓):  0.325728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their films also appear in the film redline
Start Entity:     Redline
Gold Answer:      [['Gen Sekiguchi', 'Hirokazu Koreeda', 'Kiyoshi Kurosawa']]
Predicted Ans:    Hirokazu Koreeda
Predicted Path:   Redline --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Maborosi --[directed_by]--> Hirokazu Koreeda
Path (Raw):       Redline --[starred_actors]--> Tadanobu Asano --[(INV) starred_actors]--> Maborosi --[directed_by]--> Hirokazu Koreeda
Neg LogProb(↓):   0.506376
Path Entropy(↓):  0.693542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of claudia jennings acted films
Start Entity:     Claudia Jennings
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Claudia Jennings --[(INV) starred_actors]--> Deathsport --[release_year]--> 1978
Path (Raw):       Claudia Jennings --[No Operation]--> Claudia Jennings --[(INV) starred_actors]--> Deathsport --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in magic in the moonlight
Start Entity:     Magic in the Moonlight
Gold Answer:      [['Romance', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Magic in the Moonlight --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[has_genre]--> Comedy
Path (Raw):       Magic in the Moonlight --[starred_actors]--> Colin Firth --[(INV) starred_actors]--> Easy Virtue --[has_genre]--> Comedy
Neg LogProb(↓):   0.144096
Path Entropy(↓):  0.530385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Masaaki yuasa was the director on which movies
Start Entity:     Masaaki Yuasa
Gold Answer:      [['Mind Game']]
Predicted Ans:    Mind Game
Predicted Path:   Masaaki Yuasa --[(INV) directed_by]--> Mind Game --[directed_by]--> Masaaki Yuasa --[(INV) directed_by]--> Mind Game
Path (Raw):       Masaaki Yuasa --[(INV) directed_by]--> Mind Game --[directed_by]--> Masaaki Yuasa --[(INV) directed_by]--> Mind Game
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed operation dumbo drop
Start Entity:     Operation Dumbo Drop
Gold Answer:      [["Louis L'Amour", 'Allan Scott', 'Lee Falk', 'Walter Farley', 'Steven Farley', 'David Ambrose', 'Jeffrey Ellis', 'Don Michael Paul', 'Paul Hogan', 'Jack Schaefer']]
Predicted Ans:    Allan Scott
Predicted Path:   Operation Dumbo Drop --[directed_by]--> Simon Wincer --[(INV) directed_by]--> D.A.R.Y.L. --[written_by]--> Allan Scott
Path (Raw):       Operation Dumbo Drop --[directed_by]--> Simon Wincer --[(INV) directed_by]--> D.A.R.Y.L. --[written_by]--> Allan Scott
Neg LogProb(↓):   0.469202
Path Entropy(↓):  0.839661
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of absentia
Start Entity:     Absentia
Gold Answer:      [['Karen Gillan']]
Predicted Ans:    Karen Gillan
Predicted Path:   Absentia --[written_by]--> Mike Flanagan --[(INV) written_by]--> Oculus --[starred_actors]--> Karen Gillan
Path (Raw):       Absentia --[written_by]--> Mike Flanagan --[(INV) written_by]--> Oculus --[starred_actors]--> Karen Gillan
Neg LogProb(↓):   0.003409
Path Entropy(↓):  0.022737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by shark tale actors release
Start Entity:     Shark Tale
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '2015', '1984', '1977', '2007', '1968', '1998', '1939', '1933', '2009', '2010', '2004', '1982', '1973', '2014', '1994', '1983', '1995', '1976', '1972', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '1955', '2013', '1962', '1988', '1978', '2000', '1997', '1950', '2005', '1991', '1927', '1999', '1987', '1986']]
Predicted Ans:    2011
Predicted Path:   Shark Tale --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Killer Elite --[release_year]--> 2011
Path (Raw):       Shark Tale --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Killer Elite --[release_year]--> 2011
Neg LogProb(↓):   2.124371
Path Entropy(↓):  3.459649
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film mr. nice guy
Start Entity:     Mr. Nice Guy
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Mr. Nice Guy --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Mr. Nice Guy --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   1.951754
Path Entropy(↓):  3.254603
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor andersen gabrych acted together with who
Start Entity:     Andersen Gabrych
Gold Answer:      [['Tina Holmes', 'Chris Stafford']]
Predicted Ans:    Tina Holmes
Predicted Path:   Andersen Gabrych --[(INV) starred_actors]--> Edge of Seventeen --[starred_actors]--> Tina Holmes
Path (Raw):       Andersen Gabrych --[No Operation]--> Andersen Gabrych --[(INV) starred_actors]--> Edge of Seventeen --[starred_actors]--> Tina Holmes
Neg LogProb(↓):   0.116013
Path Entropy(↓):  0.397510
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by cindy pickett
Start Entity:     Cindy Pickett
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Cindy Pickett --[(INV) starred_actors]--> Son in Law --[has_genre]--> Comedy
Path (Raw):       Cindy Pickett --[No Operation]--> Cindy Pickett --[(INV) starred_actors]--> Son in Law --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by carmine giovinazzo
Start Entity:     Carmine Giovinazzo
Gold Answer:      [['Eric Schwab']]
Predicted Ans:    Eric Schwab
Predicted Path:   Carmine Giovinazzo --[(INV) starred_actors]--> The Learning Curve --[written_by]--> Eric Schwab
Path (Raw):       Carmine Giovinazzo --[No Operation]--> Carmine Giovinazzo --[(INV) starred_actors]--> The Learning Curve --[written_by]--> Eric Schwab
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of young doctors in love
Start Entity:     Young Doctors in Love
Gold Answer:      [["New Year's Eve", 'Dear God', "Valentine's Day", 'The Princess Diaries', 'The Other Sister', 'Exit to Eden', 'Pretty Woman', 'Nothing in Common', 'Georgia Rule', 'Overboard', 'Runaway Bride', 'Frankie and Johnny', 'Raising Helen', 'Beaches', 'The Flamingo Kid']]
Predicted Ans:    The Princess Diaries
Predicted Path:   Young Doctors in Love --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries
Path (Raw):       Young Doctors in Love --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[No Operation]--> The Princess Diaries
Neg LogProb(↓):   1.073637
Path Entropy(↓):  1.859062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by phil silvers
Start Entity:     Phil Silvers
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Phil Silvers --[(INV) starred_actors]--> A Lady Takes a Chance --[has_genre]--> Comedy
Path (Raw):       Phil Silvers --[No Operation]--> Phil Silvers --[(INV) starred_actors]--> A Lady Takes a Chance --[has_genre]--> Comedy
Neg LogProb(↓):   0.037198
Path Entropy(↓):  0.174884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie she done him wrong
Start Entity:     She Done Him Wrong
Gold Answer:      [['1970', '1946', '1944', '1959', '1936', '1935', '1941', '1977', '1963', '1939', '1933', '2009', '1957', '1951', '1953', '1947', '1932', '1931', '1943', '1948', '1942', '1940', '1938', '1955', '1962', '1934', '1978', '1964', '1949', '1950', '1960', '1952', '1925', '1937', '1958']]
Predicted Ans:    1957
Predicted Path:   She Done Him Wrong --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[release_year]--> 1957
Path (Raw):       She Done Him Wrong --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[release_year]--> 1957
Neg LogProb(↓):   1.724127
Path Entropy(↓):  2.613284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of al pacino
Start Entity:     Al Pacino
Gold Answer:      [['William Shakespeare']]
Predicted Ans:    Michael Mann
Predicted Path:   Al Pacino --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Path (Raw):       Al Pacino --[No Operation]--> Al Pacino --[(INV) starred_actors]--> The Insider --[written_by]--> Michael Mann
Neg LogProb(↓):   1.150930
Path Entropy(↓):  1.312071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by philippe noiret
Start Entity:     Philippe Noiret
Gold Answer:      [['Comedy', 'Short']]
Predicted Ans:    Short
Predicted Path:   Philippe Noiret --[(INV) starred_actors]--> The Man Who Planted Trees --[has_genre]--> Short
Path (Raw):       Philippe Noiret --[No Operation]--> Philippe Noiret --[(INV) starred_actors]--> The Man Who Planted Trees --[has_genre]--> Short
Neg LogProb(↓):   0.411154
Path Entropy(↓):  0.639752
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with donald everett axinn
Start Entity:     Donald Everett Axinn
Gold Answer:      [['Henry Pincus']]
Predicted Ans:    Donald Everett Axinn
Predicted Path:   Donald Everett Axinn --[(INV) written_by]--> Spin --[written_by]--> Donald Everett Axinn
Path (Raw):       Donald Everett Axinn --[No Operation]--> Donald Everett Axinn --[(INV) written_by]--> Spin --[written_by]--> Donald Everett Axinn
Neg LogProb(↓):   0.000081
Path Entropy(↓):  0.000850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote the screenplay for the movies starred by kevin connolly
Start Entity:     Kevin Connolly
Gold Answer:      [['David Stutman', 'Dale Wheatley']]
Predicted Ans:    Dale Wheatley
Predicted Path:   Kevin Connolly --[(INV) starred_actors]--> Don's Plum --[written_by]--> Dale Wheatley
Path (Raw):       Kevin Connolly --[No Operation]--> Kevin Connolly --[(INV) starred_actors]--> Don's Plum --[written_by]--> Dale Wheatley
Neg LogProb(↓):   0.090158
Path Entropy(↓):  0.293687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by jules stewart
Start Entity:     Jules Stewart
Gold Answer:      [['K-11']]
Predicted Ans:    K-11
Predicted Path:   Jules Stewart --[(INV) written_by]--> K-11 --[written_by]--> Jules Stewart --[(INV) written_by]--> K-11
Path (Raw):       Jules Stewart --[(INV) written_by]--> K-11 --[written_by]--> Jules Stewart --[(INV) written_by]--> K-11
Neg LogProb(↓):   0.008584
Path Entropy(↓):  0.049212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter sam pancake co - wrote films with who
Start Entity:     Sam Pancake
Gold Answer:      [['Jack Plotnick', 'Michael Stoyanov', 'Kali Rocha']]
Predicted Ans:    Sam Pancake
Predicted Path:   Sam Pancake --[(INV) written_by]--> Space Station 76 --[written_by]--> Sam Pancake
Path (Raw):       Sam Pancake --[No Operation]--> Sam Pancake --[(INV) written_by]--> Space Station 76 --[written_by]--> Sam Pancake
Neg LogProb(↓):   0.676664
Path Entropy(↓):  0.759556
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What film genre is she's all that
Start Entity:     She's All That
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   She's All That --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Path (Raw):       She's All That --[has_genre]--> Comedy --[(INV) has_genre]--> Nickelodeon --[has_genre]--> Comedy
Neg LogProb(↓):   3.057957
Path Entropy(↓):  4.252532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by gillo pontecorvo
Start Entity:     gillo pontecorvo
Gold Answer:      [['Burn!', 'Kapò', 'The Battle of Algiers']]
Predicted Ans:    Kapò
Predicted Path:   gillo pontecorvo --[(INV) has_tags]--> Kapò --[written_by]--> Gillo Pontecorvo --[(INV) written_by]--> Kapò
Path (Raw):       gillo pontecorvo --[(INV) has_tags]--> Kapò --[written_by]--> Gillo Pontecorvo --[(INV) written_by]--> Kapò
Neg LogProb(↓):   0.483585
Path Entropy(↓):  0.728425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of the gang's all here
Start Entity:     The Gang's All Here
Gold Answer:      [['Fred F. Finklehoffe', 'Gene Kelly', 'Richard Sherman', 'Sid Silvers', 'Guy Bolton', 'Howard Emmett Rogers']]
Predicted Ans:    Guy Bolton
Predicted Path:   The Gang's All Here --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[written_by]--> Guy Bolton
Path (Raw):       The Gang's All Here --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[written_by]--> Guy Bolton
Neg LogProb(↓):   0.074844
Path Entropy(↓):  0.291791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by sun ra were directed by who
Start Entity:     Sun Ra
Gold Answer:      [['John Coney']]
Predicted Ans:    John Coney
Predicted Path:   Sun Ra --[(INV) starred_actors]--> Space Is the Place --[directed_by]--> John Coney
Path (Raw):       Sun Ra --[No Operation]--> Sun Ra --[(INV) starred_actors]--> Space Is the Place --[directed_by]--> John Coney
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of the enemy below
Start Entity:     The Enemy Below
Gold Answer:      [['The Conqueror', 'Split Second', 'The Hunters']]
Predicted Ans:    The Hunters
Predicted Path:   The Enemy Below --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters
Path (Raw):       The Enemy Below --[No Operation]--> The Enemy Below --[directed_by]--> Dick Powell --[(INV) directed_by]--> The Hunters
Neg LogProb(↓):   0.174779
Path Entropy(↓):  0.440992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the horseman on the roof
Start Entity:     The Horseman on the Roof
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Horseman on the Roof --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Path (Raw):       The Horseman on the Roof --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering --[has_genre]--> Drama
Neg LogProb(↓):   0.023482
Path Entropy(↓):  0.118173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of red - headed woman
Start Entity:     Red-Headed Woman
Gold Answer:      [['Anita Loos']]
Predicted Ans:    Anita Loos
Predicted Path:   Red-Headed Woman --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[written_by]--> Anita Loos
Path (Raw):       Red-Headed Woman --[written_by]--> Anita Loos --[(INV) written_by]--> Red-Headed Woman --[written_by]--> Anita Loos
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000378
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by david bowers
Start Entity:     David Bowers
Gold Answer:      [['Ian McKellen', 'Jean Reno', 'Freddie Highmore', 'Kate Winslet', 'Eugene Levy', 'Hugh Jackman', 'Charlize Theron']]
Predicted Ans:    Hugh Jackman
Predicted Path:   David Bowers --[(INV) directed_by]--> Flushed Away --[starred_actors]--> Hugh Jackman
Path (Raw):       David Bowers --[No Operation]--> David Bowers --[(INV) directed_by]--> Flushed Away --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.642734
Path Entropy(↓):  1.374371
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in little women
Start Entity:     Little Women
Gold Answer:      [['1946', '2008', '1944', '1959', '1993', '1936', '1967', '1935', '1941', '1968', '1998', '1939', '1933', '1957', '1951', '2010', '1973', '1953', '1947', '1994', '1956', '1948', '1971', '1990', '1989', '1942', '1940', '1938', '1996', '1937', '2002', '1981', '2012', '2011', '1955', '1988', '1934', '2000', '1949', '1997', '1975', '1950', '1991', '1929', '1999', '1945', '1987', '1952']]
Predicted Ans:    1941
Predicted Path:   Little Women --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Path (Raw):       Little Women --[starred_actors]--> Joan Bennett --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Neg LogProb(↓):   0.702002
Path Entropy(↓):  1.311970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie arabian nights starred who
Start Entity:     Arabian Nights
Gold Answer:      [['Franco Merli']]
Predicted Ans:    Maria Montez
Predicted Path:   Arabian Nights --[starred_actors]--> Maria Montez --[(INV) starred_actors]--> Arabian Nights --[starred_actors]--> Maria Montez
Path (Raw):       Arabian Nights --[starred_actors]--> Maria Montez --[(INV) starred_actors]--> Arabian Nights --[starred_actors]--> Maria Montez
Neg LogProb(↓):   0.449830
Path Entropy(↓):  1.320313
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the director michelle danner
Start Entity:     Michelle Danner
Gold Answer:      [['Rob Estes', 'Norman Reedus', 'Garrett Backstrom', 'Martha Higareda']]
Predicted Ans:    Norman Reedus
Predicted Path:   Michelle Danner --[(INV) directed_by]--> Hello Herman --[starred_actors]--> Norman Reedus
Path (Raw):       Michelle Danner --[No Operation]--> Michelle Danner --[(INV) directed_by]--> Hello Herman --[starred_actors]--> Norman Reedus
Neg LogProb(↓):   0.531501
Path Entropy(↓):  0.997795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the lost world was who
Start Entity:     The Lost World
Gold Answer:      [['Irwin Allen']]
Predicted Ans:    Irwin Allen
Predicted Path:   The Lost World --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Lost World --[directed_by]--> Irwin Allen
Path (Raw):       The Lost World --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Lost World --[directed_by]--> Irwin Allen
Neg LogProb(↓):   0.007196
Path Entropy(↓):  0.042712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie hellfighters were released in which years
Start Entity:     Hellfighters
Gold Answer:      [['1968', '1963', '1978', '1970', '1975', '1966', '1982', '1973', '1965', '1969', '1956']]
Predicted Ans:    1969
Predicted Path:   Hellfighters --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> The Undefeated --[release_year]--> 1969
Path (Raw):       Hellfighters --[directed_by]--> Andrew V. McLaglen --[(INV) directed_by]--> The Undefeated --[release_year]--> 1969
Neg LogProb(↓):   0.293394
Path Entropy(↓):  1.040197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film journey to italy
Start Entity:     Journey to Italy
Gold Answer:      [['Andrew Solt', 'Guy Bolton', 'Marcelle Maurette', 'Patrick Hamilton', 'Angus MacPhail', 'Philip Dunne', 'Leon G. Turrou', 'Erich Maria Remarque', 'Dudley Nichols', 'Casey Robinson', 'Ernest Hemingway', 'Harold Lamb', 'Charles Einstein', 'Barré Lyndon', 'Marie Belloc Lowndes', 'Howard Lindsay', 'Russel Crouse', 'Wolf Rilla', 'Robert Louis Stevenson', 'Abe Burrows', 'Percy Heath', 'Samuel Hoffenstein', 'Françoise Sagan', 'Frank Fenton', 'Lynn Root', 'Lewis Milestone', 'Robert Benchley', 'Jerome Cady', 'Kathleen Winsor', 'John Wyndham', 'Arthur Sheekman', 'Ingmar Bergman', 'Friedrich Dürrenmatt', 'Ben Barzman', 'Maurice Valency', 'Jules Verne', 'Roberto Rossellini', 'Maxwell Anderson', 'Neil H. Swanson', 'David Ondaatje', 'Edna Ferber', 'Donald Ogden Stewart', 'Leslie Charteris', 'Æneas MacKenzie', 'Marguerite Roberts', 'Sir Walter Scott', 'John Gay', 'Charles Bennett', 'Joan Harrison', 'Noel Langley', 'Samuel A. Taylor', 'Rudyard Kipling', 'Francis de Croisset', 'Leo McCarey', 'Nathaniel Hawthorne', 'Pierre Barillet', 'Clara Beranger', 'Fredric M. Frank', 'Howard Koch', 'Murray Burnett', 'Ben Hecht', 'Oscar Wilde', 'Joan Alison', 'Norman Krasna', 'Albert Lewin', 'Vladimir Jabotinsky', 'James Hilton', 'Philip G. Epstein', 'Joseph L. Mankiewicz', 'John Lee Mahin', 'Jean Renoir']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Journey to Italy --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Path (Raw):       Journey to Italy --[starred_actors]--> Ingrid Bergman --[(INV) starred_actors]--> Autumn Sonata --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.621814
Path Entropy(↓):  1.329322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie stolen summer
Start Entity:     Stolen Summer
Gold Answer:      [['jewish', 'catholicism', 'catholic', 'chicago', 'project greenlight']]
Predicted Ans:    project greenlight
Predicted Path:   Stolen Summer --[has_tags]--> project greenlight --[(INV) has_tags]--> Stolen Summer --[has_tags]--> project greenlight
Path (Raw):       Stolen Summer --[has_tags]--> project greenlight --[(INV) has_tags]--> Stolen Summer --[has_tags]--> project greenlight
Neg LogProb(↓):   0.028898
Path Entropy(↓):  0.168119
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by bryan fuller
Start Entity:     Bryan Fuller
Gold Answer:      [['Chris Prynoski']]
Predicted Ans:    Chris Prynoski
Predicted Path:   Bryan Fuller --[(INV) written_by]--> The Amazing Screw-On Head --[directed_by]--> Chris Prynoski
Path (Raw):       Bryan Fuller --[No Operation]--> Bryan Fuller --[(INV) written_by]--> The Amazing Screw-On Head --[directed_by]--> Chris Prynoski
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie the emigrants about
Start Entity:     The Emigrants
Gold Answer:      [['max von sydow', 'jan troell']]
Predicted Ans:    jan troell
Predicted Path:   The Emigrants --[has_tags]--> jan troell --[(INV) has_tags]--> Everlasting Moments --[has_tags]--> jan troell
Path (Raw):       The Emigrants --[has_tags]--> jan troell --[(INV) has_tags]--> Everlasting Moments --[has_tags]--> jan troell
Neg LogProb(↓):   0.379913
Path Entropy(↓):  0.974409
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by odette annable
Start Entity:     Odette Annable
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Odette Annable --[(INV) starred_actors]--> And Soon the Darkness --[has_genre]--> Thriller
Path (Raw):       Odette Annable --[No Operation]--> Odette Annable --[(INV) starred_actors]--> And Soon the Darkness --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie respiro
Start Entity:     Respiro
Gold Answer:      [['Barry Morrow', 'Paul Reubens', 'Pat Proft', 'Jim Abrahams', 'Jeremy Leven', 'Ronald Bass']]
Predicted Ans:    Jim Abrahams
Predicted Path:   Respiro --[starred_actors]--> Valeria Golino --[(INV) starred_actors]--> Hot Shots! --[written_by]--> Jim Abrahams
Path (Raw):       Respiro --[starred_actors]--> Valeria Golino --[(INV) starred_actors]--> Hot Shots! --[written_by]--> Jim Abrahams
Neg LogProb(↓):   0.277284
Path Entropy(↓):  0.820272
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of 16 blocks
Start Entity:     16 Blocks
Gold Answer:      [['Richard Pryor', 'Billie Whitelaw', "Frances O'Connor", 'Joss Ackland', 'Scott Schwartz', 'Marlon Brando', 'Julianne Moore', 'Gerard Butler', 'Mel Gibson', 'Gregory Peck', 'Matthew Broderick', 'Paul Walker', 'Michelle Pfeiffer', 'Jackie Gleason', 'Billy Connolly', 'James Garner', 'Ned Beatty', 'Karen Allen', 'Liev Schreiber', 'Julia Roberts', 'Susan George', 'Mitchell Ryan', 'Sylvester Stallone', 'Gene Hackman', 'Bill Murray', 'Lee Remick', 'Gary Busey', 'Charles Bronson', 'David Warner', 'Anouk Aimée', 'Lorraine Bracco', 'Graham Greene', 'John Forsythe', 'Rene Russo', 'Antonio Banderas', 'Elijah Wood', 'Jodie Foster', 'Rutger Hauer', 'Joe Pesci', 'Christopher Reeve', 'Danny Glover', 'Adam Baldwin']]
Predicted Ans:    Charles Bronson
Predicted Path:   16 Blocks --[directed_by]--> Richard Donner --[(INV) directed_by]--> Lola --[starred_actors]--> Charles Bronson
Path (Raw):       16 Blocks --[directed_by]--> Richard Donner --[(INV) directed_by]--> Lola --[starred_actors]--> Charles Bronson
Neg LogProb(↓):   0.925110
Path Entropy(↓):  1.533615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed man's castle
Start Entity:     Man's Castle
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Man's Castle --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Man's Castle --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693403
Path Entropy(↓):  0.695774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie safe house
Start Entity:     Safe House
Gold Answer:      [['John Gatins', 'Michael Almereyda', 'Ron Nyswaner', 'Michael Goldenberg', 'David Soren', 'Adam Brooks', 'Boris Pasternak', 'Marc Guggenheim', 'Carl Franklin', 'Michael Green', 'Mark Linfield', 'Edward Zwick', 'Michael R. Perry', 'Reshef Levi', 'Franco Zeffirelli', 'Antwone Fisher', 'Eric Bernt', 'Spike Lee', 'Chris Sanders', 'Gregory Allen Howard', 'William Shakespeare', 'Mark Bomback', 'Walter Mosley', 'Rob McKittrick', 'Hampton Fancher', 'Kenneth Branagh', 'Jon Lucas', 'Scott Moore', 'Brian Helgeland', 'William Phillips', 'Charles Dickens', 'Grigori Kozintsev', 'Daniel Taplitz', 'Richard Wenk', 'Joe Carnahan', 'Dennis Lee', 'Arnold Perl', 'Alex Haley', 'Jeffery Deaver', 'Malcolm X', 'John Grisham', 'Bapsi Sidhwa', 'Steven Zaillian', 'Robert Eisele', 'Gary Whitta', 'John August', 'Tony Scherman', 'Sooni Taraporevala', 'Walt Becker', 'Chris Sparling', 'Bryan Singer', 'Ryan Fleck', 'Anna Boden', 'David Hayter', 'Robert Zemeckis', 'Deepa Mehta', 'Peter Burchard', 'Lincoln Kirstein', 'Kevin Jarre', 'Robert Gould Shaw', 'Dan Gordon', 'Terry Swinton', 'Sam Chaiton', 'Armyan Bernstein', 'Alastair Fothergill', 'Tony Richardson', 'David Ayer', 'James Norman Hall', 'Peter M. Lenkov', 'Greg Berlanti', 'Russell Gewirtz', 'Keith Scholey', 'Tom DeSanto', 'Alan J. Pakula']]
Predicted Ans:    Mark Linfield
Predicted Path:   Safe House --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[written_by]--> Mark Linfield
Path (Raw):       Safe House --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Earth --[written_by]--> Mark Linfield
Neg LogProb(↓):   1.903304
Path Entropy(↓):  0.850384
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the story of seabiscuit
Start Entity:     The Story of Seabiscuit
Gold Answer:      [['William Dieterle', 'George Cukor', 'William A. Seiter', 'Maurice Tourneur', 'Irving Cummings', 'Walter Lang', 'Henry Hathaway', 'John Ford', 'Leigh Janiak', 'Allan Dwan', 'Walter Bernstein', 'Richard Wallace', 'Harry Lachman', 'Alexander Hall', 'William Keighley', 'Peter Godfrey', 'John S. Robertson', 'Irving Reis', 'David Butler']]
Predicted Ans:    Allan Dwan
Predicted Path:   The Story of Seabiscuit --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Path (Raw):       The Story of Seabiscuit --[starred_actors]--> Shirley Temple --[(INV) starred_actors]--> Rebecca of Sunnybrook Farm --[directed_by]--> Allan Dwan
Neg LogProb(↓):   0.819013
Path Entropy(↓):  1.699064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film hypocrites
Start Entity:     Hypocrites
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Hypocrites --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Hypocrites --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.413856
Path Entropy(↓):  4.627863
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director jeremy thomas
Start Entity:     Jeremy Thomas
Gold Answer:      [['John Hurt', 'Christian Bale']]
Predicted Ans:    John Hurt
Predicted Path:   Jeremy Thomas --[(INV) directed_by]--> All the Little Animals --[starred_actors]--> John Hurt
Path (Raw):       Jeremy Thomas --[No Operation]--> Jeremy Thomas --[(INV) directed_by]--> All the Little Animals --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.116330
Path Entropy(↓):  0.346135
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of luiz eduardo soares
Start Entity:     Luiz Eduardo Soares
Gold Answer:      [['Bráulio Mantovani', 'José Padilha', 'Rodrigo Pimentel', 'André Batista']]
Predicted Ans:    Bráulio Mantovani
Predicted Path:   Luiz Eduardo Soares --[(INV) written_by]--> Elite Squad --[written_by]--> Bráulio Mantovani
Path (Raw):       Luiz Eduardo Soares --[No Operation]--> Luiz Eduardo Soares --[(INV) written_by]--> Elite Squad --[written_by]--> Bráulio Mantovani
Neg LogProb(↓):   0.066473
Path Entropy(↓):  0.301070
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did alfred gough write the story for
Start Entity:     Alfred Gough
Gold Answer:      [['Shanghai Knights', 'Spider-Man 2', 'Shanghai Noon', 'I Am Number Four']]
Predicted Ans:    Shanghai Knights
Predicted Path:   Alfred Gough --[(INV) written_by]--> Shanghai Knights --[written_by]--> Alfred Gough --[(INV) written_by]--> Shanghai Knights
Path (Raw):       Alfred Gough --[(INV) written_by]--> Shanghai Knights --[written_by]--> Alfred Gough --[(INV) written_by]--> Shanghai Knights
Neg LogProb(↓):   0.376172
Path Entropy(↓):  0.746237
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie this above all
Start Entity:     This Above All
Gold Answer:      [['Edmund Goulding', 'Fritz Lang', 'Peter Hyams', 'Ida Lupino', 'Howard Hughes', 'Tay Garnett', 'Franco Zeffirelli', 'Irwin Allen', 'Cary Fukunaga', 'John Byrum', 'Nicolas Roeg', 'Rouben Mamoulian', 'Richard Thorpe', 'Jill Sprecher', 'Billy Wilder', 'Henry Hathaway', 'John M. Stahl', 'John Ford', 'Nicholas Ray', 'George Sidney', 'Henry King', 'Anatole Litvak', 'Robert Rossen', 'Allan Dwan', 'Max Ophüls', 'Archie Mayo', 'Douglas Camfield', 'Mitchell Leisen', 'Alfred Hitchcock', 'Lowell Sherman', 'Delbert Mann', 'Ben Hecht', 'Cyril Frankel', 'George Stevens', 'Sidney Lanfield', 'Norman Z. McLeod', 'Robert Stevenson', 'Clarence Brown', 'Howard Hawks']]
Predicted Ans:    Richard Thorpe
Predicted Path:   This Above All --[starred_actors]--> Joan Fontaine --[(INV) starred_actors]--> Ivanhoe --[directed_by]--> Richard Thorpe
Path (Raw):       This Above All --[starred_actors]--> Joan Fontaine --[(INV) starred_actors]--> Ivanhoe --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   1.731946
Path Entropy(↓):  2.061823
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by james young
Start Entity:     James Young
Gold Answer:      [['Lionel Barrymore']]
Predicted Ans:    Lionel Barrymore
Predicted Path:   James Young --[(INV) directed_by]--> The Bells --[starred_actors]--> Lionel Barrymore
Path (Raw):       James Young --[No Operation]--> James Young --[(INV) directed_by]--> The Bells --[starred_actors]--> Lionel Barrymore
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is overboard
Start Entity:     Overboard
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Overboard --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Overboard --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.282552
Path Entropy(↓):  4.342750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of ripley under ground also wrote movies
Start Entity:     Ripley Under Ground
Gold Answer:      [["Ripley's Game", 'The Two Faces of January', 'The Cry of the Owl', 'The Talented Mr. Ripley', 'The American Friend', 'Purple Noon', 'Strangers on a Train']]
Predicted Ans:    The American Friend
Predicted Path:   Ripley Under Ground --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The American Friend
Path (Raw):       Ripley Under Ground --[written_by]--> Patricia Highsmith --[(INV) written_by]--> The American Friend --[No Operation]--> The American Friend
Neg LogProb(↓):   0.502908
Path Entropy(↓):  0.892377
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by laia marull
Start Entity:     Laia Marull
Gold Answer:      [['Yannis Smaragdis', 'Icíar Bollaín']]
Predicted Ans:    Icíar Bollaín
Predicted Path:   Laia Marull --[(INV) starred_actors]--> Take My Eyes --[directed_by]--> Icíar Bollaín
Path (Raw):       Laia Marull --[No Operation]--> Laia Marull --[(INV) starred_actors]--> Take My Eyes --[directed_by]--> Icíar Bollaín
Neg LogProb(↓):   0.000039
Path Entropy(↓):  0.000435
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film heaven can wait are directed by who
Start Entity:     Heaven Can Wait
Gold Answer:      [['Sam Wood', 'Edmund Goulding', 'Edward Dmytryk', 'Elaine May', 'Fritz Lang', 'John Schlesinger', 'Chester Erskine', 'Glenn Gordon Caron', 'Stephen Herek', 'Garson Kanin', 'Tay Garnett', 'Mike Nichols', 'Bob Rafelson', 'François Truffaut', 'John Byrum', 'David Lean', 'Sarah Polley', 'Nicolas Roeg', 'Richard Thorpe', 'Irving Cummings', 'Barry Levinson', 'Ron Howard', 'Warren Beatty', 'David Mamet', 'Walter Lang', 'Henry Hathaway', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'Alan Rudolph', 'John Frankenheimer', 'Johan Kling', 'Vincent Sherman', 'Daniela Thomas', 'Jules Dassin', 'Henry King', 'Howard Hawks', 'Douglas Sirk', 'Michael Gordon', 'Hal Ashby', 'Robert Rossen', 'Archie Mayo', 'Arthur Lubin', 'Jack Cardiff', 'Donald Cammell', 'Nunnally Johnson', 'Mitchell Leisen', 'Joseph Losey', 'Leo McCarey', 'Vincente Minnelli', 'Alfred Hitchcock', 'Richard Lester', 'Walter Salles', 'Victor Saville', 'Arthur Penn', 'Richard Brooks', 'Josef von Sternberg', 'Irwin Winkler', 'Norman Krasna', 'George Stevens', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Clarence Brown', 'Alan J. Pakula']]
Predicted Ans:    Howard Hawks
Predicted Path:   Heaven Can Wait --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> Monkey Business --[directed_by]--> Howard Hawks
Path (Raw):       Heaven Can Wait --[starred_actors]--> Charles Coburn --[(INV) starred_actors]--> Monkey Business --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.727490
Path Entropy(↓):  2.621527
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by zach braff
Start Entity:     Zach Braff
Gold Answer:      [['Deborah Chow', 'Gabriele Muccino', 'Paul Haggis']]
Predicted Ans:    Gabriele Muccino
Predicted Path:   Zach Braff --[(INV) starred_actors]--> The Last Kiss --[written_by]--> Gabriele Muccino
Path (Raw):       Zach Braff --[No Operation]--> Zach Braff --[(INV) starred_actors]--> The Last Kiss --[written_by]--> Gabriele Muccino
Neg LogProb(↓):   0.720771
Path Entropy(↓):  0.804163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film moonstruck are directed by who
Start Entity:     Moonstruck
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Paul Mazursky', 'Andrew Niccol', 'Stephen Herek', 'Vic Armstrong', 'Paco Cabezas', 'Robin Hardy', 'Martin Scorsese', 'Chris Sanders', 'Peter Bogdanovich', 'Sarah Polley', 'George Gallo', 'Alex Proyas', 'Richard Benjamin', 'Gore Verbinski', 'Mike Figgis', 'Christopher Coppola', 'Charles Jarrott', 'Jon Turteltaub', 'Henry Hathaway', 'Oliver Stone', 'John Woo', 'Michael Bay', 'Sally Potter', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Gary David Goldberg', 'Sam Pillsbury', 'Thom Fitzgerald', 'Kristian Levring', 'Hugh Wilson', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Joel Schumacher', 'Patrick Lussier', 'Robert Bierman', 'Brad Silberling', 'Dominic Sena', 'George Miller', 'Andrew Bergman', 'John G. Avildsen', 'Alan Arkin', 'Brett Ratner', 'Peter Yates', 'George C. Scott', 'Anders Anderson', 'Scott Walker', 'Frank Oz', 'Neil LaBute', 'John A. Davis', 'Barbet Schroeder', 'Brian De Palma', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   Moonstruck --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Moonstruck --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.659839
Path Entropy(↓):  1.628511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the glass bottom boat fall under
Start Entity:     The Glass Bottom Boat
Gold Answer:      [['Thriller', 'Western', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Glass Bottom Boat --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It --[has_genre]--> Comedy
Path (Raw):       The Glass Bottom Boat --[directed_by]--> Frank Tashlin --[(INV) directed_by]--> The Girl Can't Help It --[has_genre]--> Comedy
Neg LogProb(↓):   0.412258
Path Entropy(↓):  0.982248
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the shootist are directed by who
Start Entity:     The Shootist
Gold Answer:      [['William A. Seiter', 'Cecil B. DeMille', 'Delmer Daves', 'William A. Wellman', 'Mark Rydell', 'Leslie Fenton', 'Ray Enright', 'Kathryn Bigelow', 'Dick Powell', 'George Schaefer', 'Otto Preminger', 'Lars von Trier', 'Jonathan Glazer', 'Ernst Lubitsch', 'Joseph Kane', 'Edward Ludwig', 'Andrew V. McLaglen', 'John Farrow', 'Edwin L. Marin', 'Josef von Sternberg', 'J. Lee Thompson', 'George Waggner', 'Robert N. Bradbury', 'Mervyn LeRoy', 'Harry L. Fraser', 'Bill L. Norton', 'Richard Thorpe', 'Billy Wilder', 'John Woo', 'George Lucas', 'Anthony Mann', 'Jules Dassin', 'Douglas Sirk', 'Herman Shumlin', 'Lewis Seiler', 'Howard Hawks', 'Burt Kennedy', 'John Cromwell', 'Vincent McEveety', 'Ron Howard', 'Roy Del Ruth', 'King Vidor', 'Henry Hathaway', 'Robert Aldrich', 'George Marshall', 'Mack V. Wright', 'Michael Curtiz', 'Michael Winner', 'Arthur Lubin', 'John Wayne', 'Douglas Hickox', 'Vincente Minnelli', 'John Sturges', 'Alfred Hitchcock', 'Robert B. Bean', 'Jules Furthman', 'Barbra Streisand', 'George Cukor', 'Edward Dmytryk', 'William C. McGann', 'Robert Montgomery', 'John Huston', 'Gordon Douglas', 'Richard Quine', 'Jean Negulesco', 'Tony Scott', 'Frank Borzage', 'Henry Koster', 'Raoul Walsh', 'John Ford', 'Lawrence Roeck', 'Nicholas Ray', 'George Sherman', 'Frank Capra', 'Stuart Millar', 'Allan Dwan', 'James Edward Grant', 'Gene Kelly', 'John Lee Hancock', 'Albert S. Rogell', 'George Stevens', 'Clarence Brown']]
Predicted Ans:    Howard Hawks
Predicted Path:   The Shootist --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Path (Raw):       The Shootist --[starred_actors]--> John Wayne --[(INV) starred_actors]--> El Dorado --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.153719
Path Entropy(↓):  2.670002
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film god is great and i'm not
Start Entity:     God Is Great and I'm Not
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   God Is Great and I'm Not --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       God Is Great and I'm Not --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.534464
Path Entropy(↓):  4.555330
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is flirt
Start Entity:     Flirt
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Flirt --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Flirt --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.206949
Path Entropy(↓):  4.373463
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe the cardinal
Start Entity:     The Cardinal
Gold Answer:      [['bd-r']]
Predicted Ans:    bd-r
Predicted Path:   The Cardinal --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Path (Raw):       The Cardinal --[has_tags]--> bd-r --[(INV) has_tags]--> The Mayor of Hell --[has_tags]--> bd-r
Neg LogProb(↓):   0.148433
Path Entropy(↓):  0.406110
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in a fine pair
Start Entity:     A Fine Pair
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Romance']]
Predicted Ans:    Western
Predicted Path:   A Fine Pair --[starred_actors]--> Claudia Cardinale --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       A Fine Pair --[starred_actors]--> Claudia Cardinale --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   1.419392
Path Entropy(↓):  1.364830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by jay russell were written by who
Start Entity:     Jay Russell
Gold Answer:      [['Willie Morris', 'Natalie Babbitt', 'Robert Nelson Jacobs']]
Predicted Ans:    Jay Russell
Predicted Path:   Jay Russell --[(INV) directed_by]--> Ladder 49 --[directed_by]--> Jay Russell
Path (Raw):       Jay Russell --[No Operation]--> Jay Russell --[(INV) directed_by]--> Ladder 49 --[directed_by]--> Jay Russell
Neg LogProb(↓):   0.105185
Path Entropy(↓):  0.374967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the films that are directed by the same director of daisy miller
Start Entity:     Daisy Miller
Gold Answer:      [['The Thing Called Love', 'The Last Picture Show', 'They All Laughed', 'Paper Moon', "The Cat's Meow", 'Directed by John Ford', 'At Long Last Love', 'Targets', 'Texasville', 'Mask', "What's Up, Doc?", 'Nickelodeon']]
Predicted Ans:    What's Up, Doc?
Predicted Path:   Daisy Miller --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc?
Path (Raw):       Daisy Miller --[directed_by]--> Peter Bogdanovich --[(INV) directed_by]--> What's Up, Doc? --[No Operation]--> What's Up, Doc?
Neg LogProb(↓):   0.053102
Path Entropy(↓):  0.249907
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed malena
Start Entity:     Malèna
Gold Answer:      [['Donald Sutherland', 'Pruitt Taylor Vince', 'Geoffrey Rush', 'Gérard Depardieu', 'Roman Polanski', 'Tim Roth', 'Drew Barrymore', 'Kate Beckinsale', 'Sam Rockwell', 'Robert De Niro', 'Sergio Castellitto', 'Sylvia Hoeks', 'Jim Sturgess']]
Predicted Ans:    Gérard Depardieu
Predicted Path:   Malèna --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> A Pure Formality --[starred_actors]--> Gérard Depardieu
Path (Raw):       Malèna --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> A Pure Formality --[starred_actors]--> Gérard Depardieu
Neg LogProb(↓):   0.922898
Path Entropy(↓):  1.651946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in casual sex?
Start Entity:     Casual Sex?
Gold Answer:      [['1983', '2009', '2012', '1992', '1989', '1985', '1987', '1986', '2011', '1984']]
Predicted Ans:    2011
Predicted Path:   Casual Sex? --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> The Trouble with the Truth --[release_year]--> 2011
Path (Raw):       Casual Sex? --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> The Trouble with the Truth --[release_year]--> 2011
Neg LogProb(↓):   1.687924
Path Entropy(↓):  1.889752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of intimate lighting starred who
Start Entity:     Intimate Lighting
Gold Answer:      [['George Segal', 'Karen Black', 'Paula Prentiss']]
Predicted Ans:    George Segal
Predicted Path:   Intimate Lighting --[written_by]--> Ivan Passer --[(INV) written_by]--> Born to Win --[starred_actors]--> George Segal
Path (Raw):       Intimate Lighting --[written_by]--> Ivan Passer --[(INV) written_by]--> Born to Win --[starred_actors]--> George Segal
Neg LogProb(↓):   0.516704
Path Entropy(↓):  1.035893
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by john ireland
Start Entity:     John Ireland
Gold Answer:      [['Roger Corman', 'George Franklin', 'Jerome Odlum', 'Ray Russell', 'Edna L. Lee', 'Harry Brown', 'Jean Howell', 'Raymond Chandler', 'Paul Harrison', 'Samuel Fuller', 'Ursula Curtiss', 'Ranald MacDougall', 'William P. McGivern']]
Predicted Ans:    Samuel Fuller
Predicted Path:   John Ireland --[(INV) starred_actors]--> I Shot Jesse James --[written_by]--> Samuel Fuller
Path (Raw):       John Ireland --[No Operation]--> John Ireland --[(INV) starred_actors]--> I Shot Jesse James --[written_by]--> Samuel Fuller
Neg LogProb(↓):   0.451451
Path Entropy(↓):  1.138894
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What type of movie is coupe de ville
Start Entity:     Coupe de Ville
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Coupe de Ville --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Coupe de Ville --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.787414
Path Entropy(↓):  5.250618
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with the war lord were released in which years
Start Entity:     The War Lord
Gold Answer:      [['1966', '1958', '1991']]
Predicted Ans:    1965
Predicted Path:   The War Lord --[written_by]--> Leslie Stevens --[(INV) written_by]--> The War Lord --[release_year]--> 1965
Path (Raw):       The War Lord --[written_by]--> Leslie Stevens --[(INV) written_by]--> The War Lord --[release_year]--> 1965
Neg LogProb(↓):   0.321175
Path Entropy(↓):  0.630619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Describe up the yangtze in a few words
Start Entity:     Up the Yangtze
Gold Answer:      [['china']]
Predicted Ans:    china
Predicted Path:   Up the Yangtze --[has_tags]--> china --[(INV) has_tags]--> The Missing Star --[has_tags]--> china
Path (Raw):       Up the Yangtze --[has_tags]--> china --[(INV) has_tags]--> The Missing Star --[has_tags]--> china
Neg LogProb(↓):   0.001333
Path Entropy(↓):  0.011483
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by max trell starred who
Start Entity:     Max Trell
Gold Answer:      [['Joan Blondell', 'William Powell']]
Predicted Ans:    William Powell
Predicted Path:   Max Trell --[(INV) written_by]--> Lawyer Man --[starred_actors]--> William Powell
Path (Raw):       Max Trell --[No Operation]--> Max Trell --[(INV) written_by]--> Lawyer Man --[starred_actors]--> William Powell
Neg LogProb(↓):   0.032340
Path Entropy(↓):  0.141022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the film vesna va veloce
Start Entity:     Vesna va veloce
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Vesna va veloce --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Vesna va veloce --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.786711
Path Entropy(↓):  4.875696
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of david gumpel directed films
Start Entity:     David Gumpel
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   David Gumpel --[(INV) directed_by]--> Kermit's Swamp Years --[release_year]--> 2002
Path (Raw):       David Gumpel --[No Operation]--> David Gumpel --[(INV) directed_by]--> Kermit's Swamp Years --[release_year]--> 2002
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by jane wagner release
Start Entity:     Jane Wagner
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Jane Wagner --[(INV) directed_by]--> Moment by Moment --[release_year]--> 1978
Path (Raw):       Jane Wagner --[No Operation]--> Jane Wagner --[(INV) directed_by]--> Moment by Moment --[release_year]--> 1978
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the piranha 3dd director
Start Entity:     Piranha 3DD
Gold Answer:      [['Marcus Dunstan', 'Patrick Melton']]
Predicted Ans:    Patrick Melton
Predicted Path:   Piranha 3DD --[directed_by]--> John Gulager --[(INV) directed_by]--> Feast --[written_by]--> Patrick Melton
Path (Raw):       Piranha 3DD --[directed_by]--> John Gulager --[(INV) directed_by]--> Feast --[written_by]--> Patrick Melton
Neg LogProb(↓):   0.007421
Path Entropy(↓):  0.050048
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie harsh times are written by who
Start Entity:     Harsh Times
Gold Answer:      [['Fritz Lang', 'David Ayer', 'Skip Woods', 'Joseph Conrad', 'Norman Krasna', 'Bartlett Cormack', 'James Ellroy']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   Harsh Times --[directed_by]--> David Ayer --[(INV) directed_by]--> Fury --[written_by]--> Bartlett Cormack
Path (Raw):       Harsh Times --[directed_by]--> David Ayer --[(INV) directed_by]--> Fury --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   0.366140
Path Entropy(↓):  0.788640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of scott joplin
Start Entity:     Scott Joplin
Gold Answer:      [['Teri Garr', 'Rod Steiger', 'Susan Anspach', 'Richard Dreyfuss', 'Jackie Gleason', 'Karl Malden', 'Mac Davis', 'Maximilian Schell', 'John Lithgow']]
Predicted Ans:    Rod Steiger
Predicted Path:   Scott Joplin --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen --[starred_actors]--> Rod Steiger
Path (Raw):       Scott Joplin --[directed_by]--> Jeremy Kagan --[(INV) directed_by]--> The Chosen --[starred_actors]--> Rod Steiger
Neg LogProb(↓):   0.201061
Path Entropy(↓):  0.578499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was 55 days at peking released
Start Entity:     55 Days at Peking
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   55 Days at Peking --[release_year]--> 1963 --[(INV) release_year]--> The Caretakers --[release_year]--> 1963
Path (Raw):       55 Days at Peking --[release_year]--> 1963 --[(INV) release_year]--> The Caretakers --[release_year]--> 1963
Neg LogProb(↓):   1.338506
Path Entropy(↓):  2.372061
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by charles haid
Start Entity:     Charles Haid
Gold Answer:      [['Ken Russell']]
Predicted Ans:    Ken Russell
Predicted Path:   Charles Haid --[(INV) starred_actors]--> Altered States --[directed_by]--> Ken Russell
Path (Raw):       Charles Haid --[No Operation]--> Charles Haid --[(INV) starred_actors]--> Altered States --[directed_by]--> Ken Russell
Neg LogProb(↓):   0.000042
Path Entropy(↓):  0.000513
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jennifer salt
Start Entity:     Jennifer Salt
Gold Answer:      [['Louisa Rose', 'Brian De Palma']]
Predicted Ans:    Brian De Palma
Predicted Path:   Jennifer Salt --[(INV) starred_actors]--> Sisters --[written_by]--> Brian De Palma
Path (Raw):       Jennifer Salt --[No Operation]--> Jennifer Salt --[(INV) starred_actors]--> Sisters --[written_by]--> Brian De Palma
Neg LogProb(↓):   0.000842
Path Entropy(↓):  0.006797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by ken liotti
Start Entity:     Ken Liotti
Gold Answer:      [['Eddie Malavarca', 'Debbon Ayer', 'Dwight Ewell', 'Will Arnett']]
Predicted Ans:    Eddie Malavarca
Predicted Path:   Ken Liotti --[(INV) directed_by]--> The Waiting Game --[starred_actors]--> Eddie Malavarca
Path (Raw):       Ken Liotti --[No Operation]--> Ken Liotti --[(INV) directed_by]--> The Waiting Game --[starred_actors]--> Eddie Malavarca
Neg LogProb(↓):   0.552987
Path Entropy(↓):  0.771017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film firecracker
Start Entity:     Firecracker
Gold Answer:      [['1976', '1970', '1975', '1949', '1971', '2003', '1973', '1974', '2013']]
Predicted Ans:    1970
Predicted Path:   Firecracker --[starred_actors]--> Karen Black --[(INV) starred_actors]--> Five Easy Pieces --[release_year]--> 1970
Path (Raw):       Firecracker --[starred_actors]--> Karen Black --[(INV) starred_actors]--> Five Easy Pieces --[release_year]--> 1970
Neg LogProb(↓):   0.935442
Path Entropy(↓):  1.630834
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by gil bellows were written by who
Start Entity:     Gil Bellows
Gold Answer:      [['Stephen Metcalfe', 'David Frankel']]
Predicted Ans:    David Frankel
Predicted Path:   Gil Bellows --[(INV) starred_actors]--> Miami Rhapsody --[written_by]--> David Frankel
Path (Raw):       Gil Bellows --[No Operation]--> Gil Bellows --[(INV) starred_actors]--> Miami Rhapsody --[written_by]--> David Frankel
Neg LogProb(↓):   0.098525
Path Entropy(↓):  0.332918
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of elena and her men is also the director of which films
Start Entity:     Elena and Her Men
Gold Answer:      [['Boudu Saved from Drowning', 'La Chienne', 'French Cancan', 'Picnic on the Grass', 'La Marseillaise', 'Swamp Water', 'The Diary of a Chambermaid', 'The Woman on the Beach', 'Toni', 'This Land Is Mine', 'The Southerner', 'La Grande Illusion', 'The River', 'La Bête Humaine', 'The Crime of Monsieur Lange', 'The Lower Depths', 'The Rules of the Game', 'The Golden Coach']]
Predicted Ans:    French Cancan
Predicted Path:   Elena and Her Men --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan
Path (Raw):       Elena and Her Men --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[No Operation]--> French Cancan
Neg LogProb(↓):   0.842867
Path Entropy(↓):  1.815443
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of paddy considine written movies
Start Entity:     Paddy Considine
Gold Answer:      [['2011', '2004']]
Predicted Ans:    2004
Predicted Path:   Paddy Considine --[(INV) written_by]--> Dead Man's Shoes --[release_year]--> 2004
Path (Raw):       Paddy Considine --[No Operation]--> Paddy Considine --[(INV) written_by]--> Dead Man's Shoes --[release_year]--> 2004
Neg LogProb(↓):   0.035496
Path Entropy(↓):  0.151330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in charlie chan in the secret service
Start Entity:     Charlie Chan in the Secret Service
Gold Answer:      [['Philip Wylie', 'Earl Derr Biggers']]
Predicted Ans:    Philip Wylie
Predicted Path:   Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Path (Raw):       Charlie Chan in the Secret Service --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[written_by]--> Philip Wylie
Neg LogProb(↓):   0.013306
Path Entropy(↓):  0.084319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to cemetery man
Start Entity:     Cemetery Man
Gold Answer:      [['cemetery', 'zombie', 'zombies']]
Predicted Ans:    cemetery
Predicted Path:   Cemetery Man --[has_tags]--> cemetery --[(INV) has_tags]--> Cemetery Man --[has_tags]--> cemetery
Path (Raw):       Cemetery Man --[has_tags]--> cemetery --[(INV) has_tags]--> Cemetery Man --[has_tags]--> cemetery
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000236
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie xx / xy
Start Entity:     XX/XY
Gold Answer:      [['Austin Chick']]
Predicted Ans:    Austin Chick
Predicted Path:   XX/XY --[directed_by]--> Austin Chick --[(INV) directed_by]--> Girls Against Boys --[directed_by]--> Austin Chick
Path (Raw):       XX/XY --[directed_by]--> Austin Chick --[(INV) directed_by]--> Girls Against Boys --[directed_by]--> Austin Chick
Neg LogProb(↓):   0.179622
Path Entropy(↓):  0.460773
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed design for scandal
Start Entity:     Design for Scandal
Gold Answer:      [['Norman Taurog']]
Predicted Ans:    Norman Taurog
Predicted Path:   Design for Scandal --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Path (Raw):       Design for Scandal --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Neg LogProb(↓):   0.000174
Path Entropy(↓):  0.001871
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about volcano
Start Entity:     volcano
Gold Answer:      [['Volcano', "Dante's Peak"]]
Predicted Ans:    Volcano
Predicted Path:   volcano --[(INV) has_tags]--> Volcano --[has_tags]--> volcano --[(INV) has_tags]--> Volcano
Path (Raw):       volcano --[(INV) has_tags]--> Volcano --[has_tags]--> volcano --[(INV) has_tags]--> Volcano
Neg LogProb(↓):   0.006782
Path Entropy(↓):  0.043807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of nicolas cage acted films
Start Entity:     Nicolas Cage
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Andrew Niccol', 'Vic Armstrong', 'Paco Cabezas', 'Robin Hardy', 'Martin Scorsese', 'Chris Sanders', 'George Gallo', 'Alex Proyas', 'Richard Benjamin', 'Gore Verbinski', 'Mike Figgis', 'Christopher Coppola', 'Charles Jarrott', 'Jon Turteltaub', 'Henry Hathaway', 'Oliver Stone', 'John Woo', 'Michael Bay', 'Sally Potter', 'Alan Parker', 'Lee Tamahori', 'Ridley Scott', 'Sam Pillsbury', 'Joel Schumacher', 'Hugh Wilson', 'Stefan Ruzowitzky', 'Martha Coolidge', 'Patrick Lussier', 'Robert Bierman', 'Brad Silberling', 'Dominic Sena', 'Andrew Bergman', 'John G. Avildsen', 'Brett Ratner', 'George C. Scott', 'Anders Anderson', 'Scott Walker', 'Neil LaBute', 'Norman Jewison', 'John A. Davis', 'Barbet Schroeder', 'Brian De Palma', 'David Green', 'David Gordon Green']]
Predicted Ans:    George Gallo
Predicted Path:   Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Nicolas Cage --[No Operation]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   0.089023
Path Entropy(↓):  0.424627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of michael jackson acted films
Start Entity:     Michael Jackson
Gold Answer:      [['Rusty Lemorande', 'Joel Schumacher', 'Francis Ford Coppola', 'William F. Brown', 'George Lucas', 'L. Frank Baum']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Michael Jackson --[(INV) starred_actors]--> The Wiz --[written_by]--> Joel Schumacher
Path (Raw):       Michael Jackson --[No Operation]--> Michael Jackson --[(INV) starred_actors]--> The Wiz --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.678545
Path Entropy(↓):  1.380727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of no time for love
Start Entity:     No Time for Love
Gold Answer:      [['This Is the Army', 'You Belong to Me', 'The Gilded Lily', 'The Bride Comes Home']]
Predicted Ans:    The Gilded Lily
Predicted Path:   No Time for Love --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily
Path (Raw):       No Time for Love --[No Operation]--> No Time for Love --[written_by]--> Claude Binyon --[(INV) written_by]--> The Gilded Lily
Neg LogProb(↓):   0.526947
Path Entropy(↓):  0.973977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did eliza dushku act in
Start Entity:     Eliza Dushku
Gold Answer:      [['Bring It On', 'Soul Survivors', 'Wrong Turn', 'The Alphabet Killer', 'City by the Sea', 'Sex and Breakfast']]
Predicted Ans:    Sex and Breakfast
Predicted Path:   Eliza Dushku --[(INV) starred_actors]--> Sex and Breakfast --[starred_actors]--> Eliza Dushku --[(INV) starred_actors]--> Sex and Breakfast
Path (Raw):       Eliza Dushku --[(INV) starred_actors]--> Sex and Breakfast --[starred_actors]--> Eliza Dushku --[(INV) starred_actors]--> Sex and Breakfast
Neg LogProb(↓):   0.316877
Path Entropy(↓):  0.898844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by melissa painter were in which genres
Start Entity:     Melissa Painter
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Melissa Painter --[(INV) directed_by]--> Wildflowers --[has_genre]--> Drama
Path (Raw):       Melissa Painter --[No Operation]--> Melissa Painter --[(INV) directed_by]--> Wildflowers --[has_genre]--> Drama
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie kiss the girls were released in which years
Start Entity:     Kiss the Girls
Gold Answer:      [['1995', '2008', '2001', '2003', '2013']]
Predicted Ans:    1997
Predicted Path:   Kiss the Girls --[directed_by]--> Gary Fleder --[(INV) directed_by]--> Kiss the Girls --[release_year]--> 1997
Path (Raw):       Kiss the Girls --[directed_by]--> Gary Fleder --[(INV) directed_by]--> Kiss the Girls --[release_year]--> 1997
Neg LogProb(↓):   0.805540
Path Entropy(↓):  1.269800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films acted by the actors in lust for gold
Start Entity:     Lust for Gold
Gold Answer:      [['Don Mankiewicz', 'Maritta M. Wolff', 'Ida Lupino', 'Lou Schor', "John O'Hara", 'Paul Wellman', 'Delmer Daves', 'John Huston', 'Donald Hamilton', 'Jack London', 'John Van Druten', 'Wilkie Collins', 'Horace McCoy', 'Edward Percy', 'Reginald Denham', 'Jack Schaefer', 'Clifford Odets', 'Ernest K. Gann', 'Giulio Paradisi', 'Harry Tugend', 'Ovidio G. Assonitis', 'Gerald Butler', 'Irwin Shaw', 'Tad Mosel', 'Thomas McCarthy', 'Max Brand', 'Marjorie Lawrence', 'Sydney Boehm', 'William P. McGivern', 'William Ludwig', 'Nicholas Ray', 'Sonya Levien', 'Damon Runyon', 'Howard Estabrook', 'Edna Ferber', 'Hal Kanter', 'Gordon Gordon', 'Robert Rossen', 'Willard Robertson', 'Prosper Mérimée', 'Garland Roark', 'Robert E. Thompson', 'Robert Riskin', 'William Brinkley', 'Margaret Kennedy', 'Mark Toby', 'Melvin Frank', 'Collier Young', 'Frank Harris', 'W.R. Burnett', 'James Poe', 'Mildred Gordon', 'Donald S. Sanford']]
Predicted Ans:    Hal Kanter
Predicted Path:   Lust for Gold --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[written_by]--> Hal Kanter
Path (Raw):       Lust for Gold --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[written_by]--> Hal Kanter
Neg LogProb(↓):   0.880914
Path Entropy(↓):  1.775238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with rudy in
Start Entity:     Rudy
Gold Answer:      [['French', 'Japanese']]
Predicted Ans:    French
Predicted Path:   Rudy --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Toy --[in_language]--> French
Path (Raw):       Rudy --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> The Toy --[in_language]--> French
Neg LogProb(↓):   0.014027
Path Entropy(↓):  0.073386
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor yvette mimieux starred together with who
Start Entity:     Yvette Mimieux
Gold Answer:      [['Guy Pearce', 'Rod Taylor', 'Alan Young', 'Geraldine Page', 'James Brolin', 'Phyllida Law', 'Dean Martin', 'Charlton Heston', 'Mark Addy', 'Wendy Hiller', 'Jim Brown', 'Sienna Guillory', 'Peter Carsten']]
Predicted Ans:    Rod Taylor
Predicted Path:   Yvette Mimieux --[(INV) starred_actors]--> Dark of the Sun --[starred_actors]--> Rod Taylor
Path (Raw):       Yvette Mimieux --[No Operation]--> Yvette Mimieux --[(INV) starred_actors]--> Dark of the Sun --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.762245
Path Entropy(↓):  1.058817
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the sons of katie elder
Start Entity:     The Sons of Katie Elder
Gold Answer:      [['Raid on Rommel', 'The Real Glory', 'Johnny Apollo', 'Seven Thieves', 'Peter Ibbetson', 'Legend of the Lost', 'Call Northside 777', 'Niagara', 'Kiss of Death', 'Fourteen Hours', 'The Trail of the Lonesome Pine', 'The Dark Corner', 'Now and Forever', 'Nevada Smith', 'Sundown', 'The House on 92nd Street', 'How the West Was Won', 'True Grit', 'North to Alaska', 'The Shepherd of the Hills', 'Down to the Sea in Ships', 'The Lives of a Bengal Lancer', '5 Card Stud', 'Wing and a Prayer', '23 Paces to Baker Street', 'Nob Hill']]
Predicted Ans:    True Grit
Predicted Path:   The Sons of Katie Elder --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> True Grit
Path (Raw):       The Sons of Katie Elder --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> True Grit --[No Operation]--> True Grit
Neg LogProb(↓):   1.159288
Path Entropy(↓):  1.668893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie wendy and lucy
Start Entity:     Wendy and Lucy
Gold Answer:      [['Jonathan Raymond', 'Kelly Reichardt']]
Predicted Ans:    Kelly Reichardt
Predicted Path:   Wendy and Lucy --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[written_by]--> Kelly Reichardt
Path (Raw):       Wendy and Lucy --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[written_by]--> Kelly Reichardt
Neg LogProb(↓):   0.354863
Path Entropy(↓):  0.686864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed gold diggers of 1935
Start Entity:     Gold Diggers of 1935
Gold Answer:      [['Alice Faye', 'Mickey Rooney', 'Robert Young', 'Carmen Miranda', 'Fay Bainter', 'Judy Garland', 'Claude Rains', 'George Murphy', 'Zasu Pitts', 'Esther Williams', 'Dick Powell', 'Virginia Weidler', 'Ruby Keeler', 'Eleanor Powell', 'Lionel Barrymore', 'Joan Blondell', 'John Garfield', 'Gene Kelly', 'Ann Sothern', 'Frank Sinatra']]
Predicted Ans:    Judy Garland
Predicted Path:   Gold Diggers of 1935 --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[starred_actors]--> Judy Garland
Path (Raw):       Gold Diggers of 1935 --[directed_by]--> Busby Berkeley --[(INV) directed_by]--> Girl Crazy --[starred_actors]--> Judy Garland
Neg LogProb(↓):   0.283170
Path Entropy(↓):  0.634311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film million dollar arm
Start Entity:     Million Dollar Arm
Gold Answer:      [['Ang Lee', 'Anders Anderson', 'Greg Mottola']]
Predicted Ans:    Ang Lee
Predicted Path:   Million Dollar Arm --[starred_actors]--> Suraj Sharma --[(INV) starred_actors]--> Life of Pi --[directed_by]--> Ang Lee
Path (Raw):       Million Dollar Arm --[starred_actors]--> Suraj Sharma --[(INV) starred_actors]--> Life of Pi --[directed_by]--> Ang Lee
Neg LogProb(↓):   0.029362
Path Entropy(↓):  0.146261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of a passage to india
Start Entity:     A Passage to India
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   A Passage to India --[directed_by]--> David Lean --[(INV) directed_by]--> This Happy Breed --[in_language]--> English
Path (Raw):       A Passage to India --[directed_by]--> David Lean --[(INV) directed_by]--> This Happy Breed --[in_language]--> English
Neg LogProb(↓):   0.448084
Path Entropy(↓):  0.883793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is flying down to rio
Start Entity:     Flying Down to Rio
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Flying Down to Rio --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Flying Down to Rio --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.951045
Path Entropy(↓):  1.380075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie revengers tragedy were in which genres
Start Entity:     Revengers Tragedy
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Revengers Tragedy --[starred_actors]--> Christopher Eccleston --[(INV) starred_actors]--> Shallow Grave --[has_genre]--> Crime
Path (Raw):       Revengers Tragedy --[starred_actors]--> Christopher Eccleston --[(INV) starred_actors]--> Shallow Grave --[has_genre]--> Crime
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000591
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by joseph minion
Start Entity:     Joseph Minion
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Joseph Minion --[(INV) written_by]--> Julia and Julia --[in_language]--> Italian
Path (Raw):       Joseph Minion --[No Operation]--> Joseph Minion --[(INV) written_by]--> Julia and Julia --[in_language]--> Italian
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did tom s. parker write
Start Entity:     Tom S. Parker
Gold Answer:      [['The Flintstones']]
Predicted Ans:    The Flintstones
Predicted Path:   Tom S. Parker --[(INV) written_by]--> The Flintstones --[written_by]--> Tom S. Parker --[(INV) written_by]--> The Flintstones
Path (Raw):       Tom S. Parker --[(INV) written_by]--> The Flintstones --[written_by]--> Tom S. Parker --[(INV) written_by]--> The Flintstones
Neg LogProb(↓):   0.038525
Path Entropy(↓):  0.160877
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie evan almighty
Start Entity:     Evan Almighty
Gold Answer:      [['Morgan Freeman', 'Steve Carell']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Evan Almighty --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Path (Raw):       Evan Almighty --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Thick as Thieves --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.015832
Path Entropy(↓):  0.106889
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the grifters actors
Start Entity:     The Grifters
Gold Answer:      [['French', 'English', 'Danish', 'Italian', 'Hindi']]
Predicted Ans:    English
Predicted Path:   The Grifters --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[in_language]--> English
Path (Raw):       The Grifters --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[in_language]--> English
Neg LogProb(↓):   1.078074
Path Entropy(↓):  1.401937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in last hurrah for chivalry
Start Entity:     Last Hurrah for Chivalry
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Last Hurrah for Chivalry --[starred_actors]--> Damian Lau --[(INV) starred_actors]--> Executioners --[has_genre]--> Action
Path (Raw):       Last Hurrah for Chivalry --[starred_actors]--> Damian Lau --[(INV) starred_actors]--> Executioners --[has_genre]--> Action
Neg LogProb(↓):   0.002122
Path Entropy(↓):  0.015169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter gerald drayson adams
Start Entity:     Gerald Drayson Adams
Gold Answer:      [['Lizabeth Scott', 'Morris Carnovsky', 'Humphrey Bogart', 'John Carradine', 'Basil Rathbone', 'Akim Tamiroff']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   Gerald Drayson Adams --[(INV) written_by]--> Dead Reckoning --[starred_actors]--> Humphrey Bogart
Path (Raw):       Gerald Drayson Adams --[No Operation]--> Gerald Drayson Adams --[(INV) written_by]--> Dead Reckoning --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.004681
Path Entropy(↓):  0.032815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of wisegirls also directed which films
Start Entity:     WiseGirls
Gold Answer:      [['Fresh Horses', 'Rudy', 'The Game of Their Lives', 'Moonlight and Valentino', 'Hoosiers']]
Predicted Ans:    Hoosiers
Predicted Path:   WiseGirls --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Hoosiers
Path (Raw):       WiseGirls --[directed_by]--> David Anspaugh --[(INV) directed_by]--> Hoosiers --[No Operation]--> Hoosiers
Neg LogProb(↓):   0.361386
Path Entropy(↓):  0.836919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by don houghton starred which actors
Start Entity:     Don Houghton
Gold Answer:      [['Stephanie Beacham', 'Peter Cushing', 'Christopher Lee']]
Predicted Ans:    Peter Cushing
Predicted Path:   Don Houghton --[(INV) written_by]--> Dracula A.D. 1972 --[starred_actors]--> Peter Cushing
Path (Raw):       Don Houghton --[No Operation]--> Don Houghton --[(INV) written_by]--> Dracula A.D. 1972 --[starred_actors]--> Peter Cushing
Neg LogProb(↓):   0.354982
Path Entropy(↓):  0.610055
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of across 110th street starred who
Start Entity:     Across 110th Street
Gold Answer:      [['Richard Harris', 'Al Lettieri', 'Rod Taylor']]
Predicted Ans:    Richard Harris
Predicted Path:   Across 110th Street --[directed_by]--> Barry Shear --[(INV) directed_by]--> The Deadly Trackers --[starred_actors]--> Richard Harris
Path (Raw):       Across 110th Street --[directed_by]--> Barry Shear --[(INV) directed_by]--> The Deadly Trackers --[starred_actors]--> Richard Harris
Neg LogProb(↓):   0.176617
Path Entropy(↓):  0.444169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did joe russo direct
Start Entity:     Joe Russo
Gold Answer:      [['You, Me and Dupree', 'Welcome to Collinwood']]
Predicted Ans:    Welcome to Collinwood
Predicted Path:   Joe Russo --[(INV) directed_by]--> Welcome to Collinwood --[directed_by]--> Joe Russo --[(INV) directed_by]--> Welcome to Collinwood
Path (Raw):       Joe Russo --[(INV) directed_by]--> Welcome to Collinwood --[directed_by]--> Joe Russo --[(INV) directed_by]--> Welcome to Collinwood
Neg LogProb(↓):   0.059210
Path Entropy(↓):  0.260554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by tim chambers
Start Entity:     Tim Chambers
Gold Answer:      [['Carla Gugino']]
Predicted Ans:    Carla Gugino
Predicted Path:   Tim Chambers --[(INV) directed_by]--> The Mighty Macs --[starred_actors]--> Carla Gugino
Path (Raw):       Tim Chambers --[No Operation]--> Tim Chambers --[(INV) directed_by]--> The Mighty Macs --[starred_actors]--> Carla Gugino
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of the public enemy
Start Entity:     The Public Enemy
Gold Answer:      [['Night Nurse', 'Roxie Hart', 'Wings', 'So Big!', 'Good-bye, My Lady', 'A Star Is Born', 'The Star Witness', 'Lady of Burlesque', 'Track of the Cat', 'The Ox-Bow Incident', 'Magic Town', 'The Hatchet Man', 'Viva Villa!', 'Beau Geste', 'The High and the Mighty', 'Westward the Women', 'Across the Wide Missouri', 'The Call of the Wild', 'Frisco Jenny', 'Nothing Sacred', 'Yellow Sky']]
Predicted Ans:    A Star Is Born
Predicted Path:   The Public Enemy --[directed_by]--> William A. Wellman --[(INV) directed_by]--> A Star Is Born
Path (Raw):       The Public Enemy --[directed_by]--> William A. Wellman --[(INV) directed_by]--> A Star Is Born --[No Operation]--> A Star Is Born
Neg LogProb(↓):   1.146777
Path Entropy(↓):  1.978472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the angel eyes director
Start Entity:     Angel Eyes
Gold Answer:      [['Albert Mannheimer', 'Ted Tally', 'Garson Kanin', 'Nicholas Sparks', 'Alvin Sargent', 'Greg Iles', 'Glenn Savan', 'Douglas McGrath']]
Predicted Ans:    Garson Kanin
Predicted Path:   Angel Eyes --[directed_by]--> Luis Mandoki --[(INV) directed_by]--> Born Yesterday --[written_by]--> Garson Kanin
Path (Raw):       Angel Eyes --[directed_by]--> Luis Mandoki --[(INV) directed_by]--> Born Yesterday --[written_by]--> Garson Kanin
Neg LogProb(↓):   0.719080
Path Entropy(↓):  0.830702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with halls of montezuma fall under
Start Entity:     Halls of Montezuma
Gold Answer:      [['Romance', 'Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Halls of Montezuma --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The North Star --[has_genre]--> War
Path (Raw):       Halls of Montezuma --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> The North Star --[has_genre]--> War
Neg LogProb(↓):   0.432687
Path Entropy(↓):  0.848075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by matthew le nevez released
Start Entity:     Matthew Le Nevez
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Matthew Le Nevez --[(INV) starred_actors]--> Man-Thing --[release_year]--> 2005
Path (Raw):       Matthew Le Nevez --[No Operation]--> Matthew Le Nevez --[(INV) starred_actors]--> Man-Thing --[release_year]--> 2005
Neg LogProb(↓):   0.000344
Path Entropy(↓):  0.003084
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by fady elsayed
Start Entity:     Fady Elsayed
Gold Answer:      [['Sally El Hosaini']]
Predicted Ans:    Sally El Hosaini
Predicted Path:   Fady Elsayed --[(INV) starred_actors]--> My Brother the Devil --[written_by]--> Sally El Hosaini
Path (Raw):       Fady Elsayed --[No Operation]--> Fady Elsayed --[(INV) starred_actors]--> My Brother the Devil --[written_by]--> Sally El Hosaini
Neg LogProb(↓):   0.000216
Path Entropy(↓):  0.002039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by the director of still mine starred who
Start Entity:     Still Mine
Gold Answer:      [['Joshua Jackson']]
Predicted Ans:    James Cromwell
Predicted Path:   Still Mine --[directed_by]--> Michael McGowan --[(INV) directed_by]--> Still Mine --[starred_actors]--> James Cromwell
Path (Raw):       Still Mine --[directed_by]--> Michael McGowan --[(INV) directed_by]--> Still Mine --[starred_actors]--> James Cromwell
Neg LogProb(↓):   0.758671
Path Entropy(↓):  1.466748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is the swindle in
Start Entity:     The Swindle
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Swindle --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       The Swindle --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.987973
Path Entropy(↓):  3.281072
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed source code
Start Entity:     Source Code
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Source Code --[directed_by]--> Duncan Jones --[(INV) directed_by]--> Moon --[release_year]--> 2009
Path (Raw):       Source Code --[directed_by]--> Duncan Jones --[(INV) directed_by]--> Moon --[release_year]--> 2009
Neg LogProb(↓):   0.006920
Path Entropy(↓):  0.041194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by herman raucher were directed by who
Start Entity:     Herman Raucher
Gold Answer:      [['Melvin Van Peebles', 'Robert Mulligan', 'Charles Jarrott']]
Predicted Ans:    Charles Jarrott
Predicted Path:   Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[directed_by]--> Charles Jarrott
Path (Raw):       Herman Raucher --[No Operation]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[directed_by]--> Charles Jarrott
Neg LogProb(↓):   0.002578
Path Entropy(↓):  0.020520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by tony beckley were released in which years
Start Entity:     Tony Beckley
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Tony Beckley --[(INV) starred_actors]--> The Lost Continent --[release_year]--> 1968
Path (Raw):       Tony Beckley --[No Operation]--> Tony Beckley --[(INV) starred_actors]--> The Lost Continent --[release_year]--> 1968
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by patrick creadon released
Start Entity:     Patrick Creadon
Gold Answer:      [['2008', '2006']]
Predicted Ans:    2006
Predicted Path:   Patrick Creadon --[(INV) directed_by]--> Wordplay --[release_year]--> 2006
Path (Raw):       Patrick Creadon --[No Operation]--> Patrick Creadon --[(INV) directed_by]--> Wordplay --[release_year]--> 2006
Neg LogProb(↓):   0.001459
Path Entropy(↓):  0.011003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of kenya moore acted films
Start Entity:     Kenya Moore
Gold Answer:      [['Rob Hardy']]
Predicted Ans:    Rob Hardy
Predicted Path:   Kenya Moore --[(INV) starred_actors]--> Trois --[directed_by]--> Rob Hardy
Path (Raw):       Kenya Moore --[No Operation]--> Kenya Moore --[(INV) starred_actors]--> Trois --[directed_by]--> Rob Hardy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed seven thieves
Start Entity:     Seven Thieves
Gold Answer:      [['Grover Jones', 'Charles L. Clifford', 'Constance Collier', 'John Paxton', 'Waldemar Young', 'Vincent Lawrence', 'Charles Lederer', 'Eleazar Lipsky', 'Nigel Balchin', 'Ladislas Fodor', 'Joel Sayre', 'Melville Baker', 'Sylvia Thalberg', 'Marguerite Roberts', 'Achmed Abdullah', 'James R. Webb', 'Charles Portis', 'John L. Balderston', 'Philip MacDonald', 'Harold Bell Wright', 'William Slavens McNutt', 'Ben Hecht', 'Ray Gaulden', 'Jack Kirkland']]
Predicted Ans:    Marguerite Roberts
Predicted Path:   Seven Thieves --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Path (Raw):       Seven Thieves --[directed_by]--> Henry Hathaway --[(INV) directed_by]--> 5 Card Stud --[written_by]--> Marguerite Roberts
Neg LogProb(↓):   0.641741
Path Entropy(↓):  1.418184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie not forgotten were released in which years
Start Entity:     Not Forgotten
Gold Answer:      [['1998', '2000', '2009', '2001', '1990', '2004', '2006', '2014', '2011']]
Predicted Ans:    2006
Predicted Path:   Not Forgotten --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> 10 Items or Less --[release_year]--> 2006
Path (Raw):       Not Forgotten --[starred_actors]--> Paz Vega --[(INV) starred_actors]--> 10 Items or Less --[release_year]--> 2006
Neg LogProb(↓):   0.345222
Path Entropy(↓):  1.048116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of timecode
Start Entity:     Timecode
Gold Answer:      [['Richard Quine', 'Mike Figgis']]
Predicted Ans:    Mike Figgis
Predicted Path:   Timecode --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence --[directed_by]--> Mike Figgis
Path (Raw):       Timecode --[written_by]--> Mike Figgis --[(INV) written_by]--> The Loss of Sexual Innocence --[directed_by]--> Mike Figgis
Neg LogProb(↓):   0.022301
Path Entropy(↓):  0.134435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie macabre are written by who
Start Entity:     Macabre
Gold Answer:      [['Brian Hooker', 'Guy Trosper', 'Charles Dickens', 'Seena Owen', 'Edmond Rostand']]
Predicted Ans:    Robb White
Predicted Path:   Macabre --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[written_by]--> Robb White
Path (Raw):       Macabre --[starred_actors]--> Jim Backus --[(INV) starred_actors]--> Macabre --[written_by]--> Robb White
Neg LogProb(↓):   0.080003
Path Entropy(↓):  0.301982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by my big fat greek wedding actors
Start Entity:     My Big Fat Greek Wedding
Gold Answer:      [['Nia Vardalos']]
Predicted Ans:    Nia Vardalos
Predicted Path:   My Big Fat Greek Wedding --[starred_actors]--> Nia Vardalos --[(INV) starred_actors]--> I Hate Valentine's Day --[written_by]--> Nia Vardalos
Path (Raw):       My Big Fat Greek Wedding --[starred_actors]--> Nia Vardalos --[(INV) starred_actors]--> I Hate Valentine's Day --[written_by]--> Nia Vardalos
Neg LogProb(↓):   0.004840
Path Entropy(↓):  0.031476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film g. i. blues
Start Entity:     G.I. Blues
Gold Answer:      [['Norman Taurog']]
Predicted Ans:    Norman Taurog
Predicted Path:   G.I. Blues --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Path (Raw):       G.I. Blues --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jamie lee curtis were released in which years
Start Entity:     Jamie Lee Curtis
Gold Answer:      [['1980', '2008', '2003', '1992', '1984', '2007', '2009', '2010', '2004', '1994', '1976', '2001', '1989', '1996', '1981', '1988', '1934', '1978', '1997', '2005', '1991', '1999', '1987']]
Predicted Ans:    1988
Predicted Path:   Jamie Lee Curtis --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Path (Raw):       Jamie Lee Curtis --[No Operation]--> Jamie Lee Curtis --[(INV) starred_actors]--> A Fish Called Wanda --[release_year]--> 1988
Neg LogProb(↓):   0.618655
Path Entropy(↓):  1.336932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does iron man fall under
Start Entity:     Iron Man
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Iron Man --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Iron Man --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.186733
Path Entropy(↓):  2.462591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of where the sidewalk ends
Start Entity:     Where the Sidewalk Ends
Gold Answer:      [['Victor Trivas', 'Frank P. Rosenberg', 'William L. Stuart', 'Ben Hecht', 'Robert E. Kent']]
Predicted Ans:    William L. Stuart
Predicted Path:   Where the Sidewalk Ends --[written_by]--> William L. Stuart --[(INV) written_by]--> Where the Sidewalk Ends --[written_by]--> William L. Stuart
Path (Raw):       Where the Sidewalk Ends --[written_by]--> William L. Stuart --[(INV) written_by]--> Where the Sidewalk Ends --[written_by]--> William L. Stuart
Neg LogProb(↓):   0.144197
Path Entropy(↓):  0.552814
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by james rasin released
Start Entity:     James Rasin
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   James Rasin --[(INV) written_by]--> Beautiful Darling --[release_year]--> 2010
Path (Raw):       James Rasin --[No Operation]--> James Rasin --[(INV) written_by]--> Beautiful Darling --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by campino
Start Entity:     Campino
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Campino --[(INV) starred_actors]--> Palermo Shooting --[in_language]--> German
Path (Raw):       Campino --[No Operation]--> Campino --[(INV) starred_actors]--> Palermo Shooting --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by fabio assuncao release
Start Entity:     Fábio Assunção
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Fábio Assunção --[(INV) starred_actors]--> From Beginning to End --[release_year]--> 2009
Path (Raw):       Fábio Assunção --[No Operation]--> Fábio Assunção --[(INV) starred_actors]--> From Beginning to End --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by james corden release
Start Entity:     James Corden
Gold Answer:      [['2014', '2009', '2013', '1991']]
Predicted Ans:    2013
Predicted Path:   James Corden --[(INV) starred_actors]--> Begin Again --[release_year]--> 2013
Path (Raw):       James Corden --[No Operation]--> James Corden --[(INV) starred_actors]--> Begin Again --[release_year]--> 2013
Neg LogProb(↓):   0.595236
Path Entropy(↓):  0.704692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by alexander siddig released
Start Entity:     Alexander Siddig
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Alexander Siddig --[(INV) starred_actors]--> Inescapable --[release_year]--> 2012
Path (Raw):       Alexander Siddig --[No Operation]--> Alexander Siddig --[(INV) starred_actors]--> Inescapable --[release_year]--> 2012
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in sucker punch
Start Entity:     Sucker Punch
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sucker Punch --[starred_actors]--> Abbie Cornish --[(INV) starred_actors]--> The Girl --[in_language]--> French
Path (Raw):       Sucker Punch --[starred_actors]--> Abbie Cornish --[(INV) starred_actors]--> The Girl --[in_language]--> French
Neg LogProb(↓):   0.215032
Path Entropy(↓):  0.515517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of deadline
Start Entity:     Deadline
Gold Answer:      [['Monkey Trouble', 'Now and Then', 'American Beauty', 'Just Married', '8 Mile', 'Bongwater', 'Neverwas', 'Clueless', 'Abandoned', 'The Hole', "Don't Say a Word", 'Winter of Frozen Dreams', 'Train', 'Uptown Girls', 'Tribute', 'The Ramen Girl', 'David and Lisa', 'Spun', 'Cherry Falls', 'Riding in Cars with Boys', 'Little Black Book', 'Girl, Interrupted']]
Predicted Ans:    Uptown Girls
Predicted Path:   Deadline --[starred_actors]--> Brittany Murphy --[(INV) starred_actors]--> Uptown Girls
Path (Raw):       Deadline --[starred_actors]--> Brittany Murphy --[No Operation]--> Brittany Murphy --[(INV) starred_actors]--> Uptown Girls
Neg LogProb(↓):   0.764340
Path Entropy(↓):  1.198307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movie the six million dollar man
Start Entity:     The Six Million Dollar Man
Gold Answer:      [['Lee Majors']]
Predicted Ans:    Lee Majors
Predicted Path:   The Six Million Dollar Man --[starred_actors]--> Lee Majors --[(INV) starred_actors]--> A Smoky Mountain Christmas --[starred_actors]--> Lee Majors
Path (Raw):       The Six Million Dollar Man --[starred_actors]--> Lee Majors --[(INV) starred_actors]--> A Smoky Mountain Christmas --[starred_actors]--> Lee Majors
Neg LogProb(↓):   0.021042
Path Entropy(↓):  0.101760
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of the weight of water
Start Entity:     The Weight of Water
Gold Answer:      [['Kathryn Bigelow']]
Predicted Ans:    Kathryn Bigelow
Predicted Path:   The Weight of Water --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> The Hurt Locker --[directed_by]--> Kathryn Bigelow
Path (Raw):       The Weight of Water --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> The Hurt Locker --[directed_by]--> Kathryn Bigelow
Neg LogProb(↓):   0.057160
Path Entropy(↓):  0.251467
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by ezra buzzington
Start Entity:     Ezra Buzzington
Gold Answer:      [['Marc Rosenbush']]
Predicted Ans:    Marc Rosenbush
Predicted Path:   Ezra Buzzington --[(INV) starred_actors]--> Zen Noir --[written_by]--> Marc Rosenbush
Path (Raw):       Ezra Buzzington --[No Operation]--> Ezra Buzzington --[(INV) starred_actors]--> Zen Noir --[written_by]--> Marc Rosenbush
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film merrill's marauders were in which genres
Start Entity:     Merrill's Marauders
Gold Answer:      [['Drama', 'War', 'Western']]
Predicted Ans:    War
Predicted Path:   Merrill's Marauders --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Steel Helmet --[has_genre]--> War
Path (Raw):       Merrill's Marauders --[directed_by]--> Samuel Fuller --[(INV) directed_by]--> The Steel Helmet --[has_genre]--> War
Neg LogProb(↓):   0.191040
Path Entropy(↓):  0.768333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by doug mcclure were written by who
Start Entity:     Doug McClure
Gold Answer:      [['Michael Moorcock', 'Edgar Rice Burroughs']]
Predicted Ans:    Edgar Rice Burroughs
Predicted Path:   Doug McClure --[(INV) starred_actors]--> The People That Time Forgot --[written_by]--> Edgar Rice Burroughs
Path (Raw):       Doug McClure --[No Operation]--> Doug McClure --[(INV) starred_actors]--> The People That Time Forgot --[written_by]--> Edgar Rice Burroughs
Neg LogProb(↓):   0.104439
Path Entropy(↓):  0.352664
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of xan hopcraft written movies
Start Entity:     Xan Hopcraft
Gold Answer:      [['Carroll Ballard']]
Predicted Ans:    Carroll Ballard
Predicted Path:   Xan Hopcraft --[(INV) written_by]--> Duma --[directed_by]--> Carroll Ballard
Path (Raw):       Xan Hopcraft --[No Operation]--> Xan Hopcraft --[(INV) written_by]--> Duma --[directed_by]--> Carroll Ballard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in tales of ordinary madness
Start Entity:     Tales of Ordinary Madness
Gold Answer:      [['John Landis', 'Jean Negulesco', 'Peter Bogdanovich', 'John Cassavetes', 'David Mamet', 'John Guillermin', 'Steve Carver', 'Otto Preminger', 'Jack Garfein', 'Vincent Gallo', 'Joseph L. Mankiewicz', 'Rowdy Herrington']]
Predicted Ans:    John Guillermin
Predicted Path:   Tales of Ordinary Madness --[starred_actors]--> Ben Gazzara --[(INV) starred_actors]--> The Bridge at Remagen --[directed_by]--> John Guillermin
Path (Raw):       Tales of Ordinary Madness --[starred_actors]--> Ben Gazzara --[(INV) starred_actors]--> The Bridge at Remagen --[directed_by]--> John Guillermin
Neg LogProb(↓):   0.818468
Path Entropy(↓):  1.473446
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the sandpiper
Start Entity:     The Sandpiper
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   The Sandpiper --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Path (Raw):       The Sandpiper --[release_year]--> 1965 --[(INV) release_year]--> A Patch of Blue --[release_year]--> 1965
Neg LogProb(↓):   2.436440
Path Entropy(↓):  3.789195
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by barton maclane were in which genres
Start Entity:     Barton MacLane
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Barton MacLane --[(INV) starred_actors]--> Born Reckless --[has_genre]--> Comedy
Path (Raw):       Barton MacLane --[No Operation]--> Barton MacLane --[(INV) starred_actors]--> Born Reckless --[has_genre]--> Comedy
Neg LogProb(↓):   0.054526
Path Entropy(↓):  0.219222
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the thing starred who
Start Entity:     The Thing
Gold Answer:      [['Kurt Russell']]
Predicted Ans:    Eric Christian Olsen
Predicted Path:   The Thing --[starred_actors]--> Eric Christian Olsen --[(INV) starred_actors]--> Fired Up! --[starred_actors]--> Eric Christian Olsen
Path (Raw):       The Thing --[starred_actors]--> Eric Christian Olsen --[(INV) starred_actors]--> Fired Up! --[starred_actors]--> Eric Christian Olsen
Neg LogProb(↓):   0.000483
Path Entropy(↓):  0.004605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the films directed by the director of tender comrade
Start Entity:     Tender Comrade
Gold Answer:      [['English', 'French', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Tender Comrade --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Anzio --[in_language]--> Italian
Path (Raw):       Tender Comrade --[directed_by]--> Edward Dmytryk --[(INV) directed_by]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   0.337836
Path Entropy(↓):  0.790112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the children are watching us
Start Entity:     The Children Are Watching Us
Gold Answer:      [['Vittorio De Sica']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   The Children Are Watching Us --[written_by]--> Vittorio De Sica --[(INV) written_by]--> The Children Are Watching Us --[written_by]--> Vittorio De Sica
Path (Raw):       The Children Are Watching Us --[written_by]--> Vittorio De Sica --[(INV) written_by]--> The Children Are Watching Us --[written_by]--> Vittorio De Sica
Neg LogProb(↓):   0.001165
Path Entropy(↓):  0.009956
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of chelsea field acted films
Start Entity:     Chelsea Field
Gold Answer:      [['Mark L. Lester', 'Tony Scott']]
Predicted Ans:    Tony Scott
Predicted Path:   Chelsea Field --[(INV) starred_actors]--> The Last Boy Scout --[directed_by]--> Tony Scott
Path (Raw):       Chelsea Field --[No Operation]--> Chelsea Field --[(INV) starred_actors]--> The Last Boy Scout --[directed_by]--> Tony Scott
Neg LogProb(↓):   0.673739
Path Entropy(↓):  0.692955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie nim's island
Start Entity:     Nim's Island
Gold Answer:      [['Jennifer Flackett', 'Mark Levin']]
Predicted Ans:    Mark Levin
Predicted Path:   Nim's Island --[directed_by]--> Mark Levin --[(INV) directed_by]--> Little Manhattan --[directed_by]--> Mark Levin
Path (Raw):       Nim's Island --[directed_by]--> Mark Levin --[(INV) directed_by]--> Little Manhattan --[directed_by]--> Mark Levin
Neg LogProb(↓):   0.374116
Path Entropy(↓):  0.624801
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by doug taylor
Start Entity:     Doug Taylor
Gold Answer:      [['David Wellington']]
Predicted Ans:    David Wellington
Predicted Path:   Doug Taylor --[(INV) written_by]--> The Carpenter --[directed_by]--> David Wellington
Path (Raw):       Doug Taylor --[No Operation]--> Doug Taylor --[(INV) written_by]--> The Carpenter --[directed_by]--> David Wellington
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie boys'night out
Start Entity:     Boys' Night Out
Gold Answer:      [['Priscilla Chapman', 'John Hartwell', 'János Szász', 'Paddy Chayefsky', 'Frank Tashlin', 'Richard M. Bluel', 'Roy Huggins', 'Daniel Taradash', 'John McGreevey', 'Frank Telford', 'Samuel A. Taylor', 'Alec Coppel', 'Stanley Shapiro', 'Paul Henning', 'Collier Young', 'Julius J. Epstein', 'Ida Lupino', 'Rod Amateau', 'Harriet Frank Jr.', 'Max Schott', 'Charles Einstein', 'Dale Wasserman', 'Thomas Walsh', 'Paul Brickhill', 'Billy Wilder', 'Anna Bonacci', 'Paul Osborn', 'Jeffery Deaver', 'Mark Twain', 'I.A.L. Diamond', 'Hal Kanter', 'John Michael Hayes', 'Harry Spalding', 'William Bradford Huie', 'Dan Gordon', 'George Seaton', 'Bryan Burrough', 'Don Tait', 'Larry Gelbart', 'Ivan Tors', 'William Bowers', 'Peter Abrahams', 'Robb White', 'Richard H. Landau', 'George Axelrod', 'Marvin H. Albert', 'Lillian Hellman', 'Irving Ravetch', 'Roald Dahl', 'Carl Reiner', 'Raymond Chandler', 'Vic Morrow', 'Frank Kowalski', 'Evan Hunter', 'James Wan', 'Leigh Whannell', 'Edward Anhalt', 'Jack Finney', 'Michael M. Grilikhes', 'Casey Robinson', 'Ira Wallach', 'Charles Beaumont', 'Charles G. Finney', 'Blake Edwards', 'Lane Slate', 'Nicholas Sparks', 'Stirling Silliphant', 'Maurice Richlin', 'Russell Rouse', 'Clarence Greene', 'James Edward Grant', 'William Inge', 'William Goldman', 'John Helyar', 'William Roberts', 'Walter Newman', 'Lewis Meltzer', 'Nelson Algren', 'Norman Krasna', 'Norman Barasch', 'Carroll Moore', 'Robert Thom', 'Bob Randall', 'Mike Figgis', 'James J. Altieri']]
Predicted Ans:    John Michael Hayes
Predicted Path:   Boys' Night Out --[starred_actors]--> James Garner --[(INV) starred_actors]--> The Children's Hour --[written_by]--> John Michael Hayes
Path (Raw):       Boys' Night Out --[starred_actors]--> James Garner --[(INV) starred_actors]--> The Children's Hour --[written_by]--> John Michael Hayes
Neg LogProb(↓):   1.700211
Path Entropy(↓):  2.853966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by annabelle wallis
Start Entity:     Annabelle Wallis
Gold Answer:      [['Gary Dauberman']]
Predicted Ans:    Gary Dauberman
Predicted Path:   Annabelle Wallis --[(INV) starred_actors]--> Annabelle --[written_by]--> Gary Dauberman
Path (Raw):       Annabelle Wallis --[No Operation]--> Annabelle Wallis --[(INV) starred_actors]--> Annabelle --[written_by]--> Gary Dauberman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the good lie
Start Entity:     The Good Lie
Gold Answer:      [['Drama']]
Predicted Ans:    good
Predicted Path:   The Good Lie --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> Alabama Moon --[has_imdb_rating]--> good
Path (Raw):       The Good Lie --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> Alabama Moon --[has_imdb_rating]--> good
Neg LogProb(↓):   0.675878
Path Entropy(↓):  1.417277
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose actors also appear in the darkest hour
Start Entity:     The Darkest Hour
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Darkest Hour --[starred_actors]--> Max Minghella --[(INV) starred_actors]--> Agora --[in_language]--> English
Path (Raw):       The Darkest Hour --[starred_actors]--> Max Minghella --[(INV) starred_actors]--> Agora --[in_language]--> English
Neg LogProb(↓):   0.127719
Path Entropy(↓):  0.366731
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by robert lieberman
Start Entity:     Robert Lieberman
Gold Answer:      [['Peter Berg', 'Vinay Virmani', 'Russell Peters', 'Robert Patrick', 'Rob Lowe', 'Camilla Belle', 'Craig Sheffer']]
Predicted Ans:    Camilla Belle
Predicted Path:   Robert Lieberman --[(INV) directed_by]--> Breakaway --[starred_actors]--> Camilla Belle
Path (Raw):       Robert Lieberman --[No Operation]--> Robert Lieberman --[(INV) directed_by]--> Breakaway --[starred_actors]--> Camilla Belle
Neg LogProb(↓):   0.006578
Path Entropy(↓):  0.045483
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the kingdom
Start Entity:     The Kingdom
Gold Answer:      [['Patrick Robinson', 'Marcus Luttrell', 'Vincent Ngo', 'Peter Berg']]
Predicted Ans:    Patrick Robinson
Predicted Path:   The Kingdom --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[written_by]--> Patrick Robinson
Path (Raw):       The Kingdom --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[written_by]--> Patrick Robinson
Neg LogProb(↓):   0.212984
Path Entropy(↓):  0.693260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the doorway to hell
Start Entity:     The Doorway to Hell
Gold Answer:      [['Archie Mayo']]
Predicted Ans:    Archie Mayo
Predicted Path:   The Doorway to Hell --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[directed_by]--> Archie Mayo
Path (Raw):       The Doorway to Hell --[directed_by]--> Archie Mayo --[(INV) directed_by]--> Svengali --[directed_by]--> Archie Mayo
Neg LogProb(↓):   0.003669
Path Entropy(↓):  0.024256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film high anxiety
Start Entity:     High Anxiety
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   High Anxiety --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Path (Raw):       High Anxiety --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Neg LogProb(↓):   2.383744
Path Entropy(↓):  3.842397
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film do the right thing were in which genres
Start Entity:     Do the Right Thing
Gold Answer:      [['Music', 'Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Do the Right Thing --[starred_actors]--> Ruby Dee --[(INV) starred_actors]--> A Raisin in the Sun --[has_genre]--> Drama
Path (Raw):       Do the Right Thing --[starred_actors]--> Ruby Dee --[(INV) starred_actors]--> A Raisin in the Sun --[has_genre]--> Drama
Neg LogProb(↓):   0.234900
Path Entropy(↓):  0.610938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by tracy letts
Start Entity:     Tracy Letts
Gold Answer:      [['2006', '2011', '1975']]
Predicted Ans:    2006
Predicted Path:   Tracy Letts --[(INV) written_by]--> Bug --[release_year]--> 2006
Path (Raw):       Tracy Letts --[No Operation]--> Tracy Letts --[(INV) written_by]--> Bug --[release_year]--> 2006
Neg LogProb(↓):   0.545189
Path Entropy(↓):  0.683767
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by daniel lang
Start Entity:     Daniel Lang
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Daniel Lang --[(INV) written_by]--> Casualties of War --[has_genre]--> Drama
Path (Raw):       Daniel Lang --[No Operation]--> Daniel Lang --[(INV) written_by]--> Casualties of War --[has_genre]--> Drama
Neg LogProb(↓):   0.004596
Path Entropy(↓):  0.029268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by terence fisher
Start Entity:     Terence Fisher
Gold Answer:      [['James Hayter', 'Stephen Murray', 'Barbara Payton']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Path (Raw):       Terence Fisher --[No Operation]--> Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.258256
Path Entropy(↓):  0.671887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by paul aaron were directed by who
Start Entity:     Paul Aaron
Gold Answer:      [['Eric Karson', 'Michael Rymer']]
Predicted Ans:    Paul Aaron
Predicted Path:   Paul Aaron --[(INV) directed_by]--> A Force of One --[directed_by]--> Paul Aaron
Path (Raw):       Paul Aaron --[No Operation]--> Paul Aaron --[(INV) directed_by]--> A Force of One --[directed_by]--> Paul Aaron
Neg LogProb(↓):   0.140200
Path Entropy(↓):  0.410114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies are about west
Start Entity:     west
Gold Answer:      [['The Missing', 'Tombstone']]
Predicted Ans:    Ransom
Predicted Path:   west --[(INV) has_tags]--> The Missing --[has_tags]--> ron howard --[(INV) has_tags]--> Ransom
Path (Raw):       west --[(INV) has_tags]--> The Missing --[has_tags]--> ron howard --[(INV) has_tags]--> Ransom
Neg LogProb(↓):   0.538352
Path Entropy(↓):  1.125121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of sophia bush starred movies
Start Entity:     Sophia Bush
Gold Answer:      [['Eric Red']]
Predicted Ans:    Eric Red
Predicted Path:   Sophia Bush --[(INV) starred_actors]--> The Hitcher --[written_by]--> Eric Red
Path (Raw):       Sophia Bush --[No Operation]--> Sophia Bush --[(INV) starred_actors]--> The Hitcher --[written_by]--> Eric Red
Neg LogProb(↓):   0.693871
Path Entropy(↓):  0.699103
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of hawking was who
Start Entity:     Hawking
Gold Answer:      [['Stephen Finnigan']]
Predicted Ans:    Stephen Finnigan
Predicted Path:   Hawking --[directed_by]--> Stephen Finnigan --[(INV) directed_by]--> Hawking --[directed_by]--> Stephen Finnigan
Path (Raw):       Hawking --[directed_by]--> Stephen Finnigan --[(INV) directed_by]--> Hawking --[directed_by]--> Stephen Finnigan
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the bunny and the bull director release
Start Entity:     Bunny and the Bull
Gold Answer:      [['2014']]
Predicted Ans:    2009
Predicted Path:   Bunny and the Bull --[directed_by]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[release_year]--> 2009
Path (Raw):       Bunny and the Bull --[directed_by]--> Paul King --[(INV) directed_by]--> Bunny and the Bull --[release_year]--> 2009
Neg LogProb(↓):   0.052381
Path Entropy(↓):  0.201545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share actors with the movie calling bulldog drummond
Start Entity:     Calling Bulldog Drummond
Gold Answer:      [['1980', '1954', '1944', '1941', '1968', '1951', '1973', '1953', '1956', '1943', '1948', '1971', '1942', '1938', '1940', '1961', '1964', '1949', '1966', '1999', '1952']]
Predicted Ans:    1941
Predicted Path:   Calling Bulldog Drummond --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Path (Raw):       Calling Bulldog Drummond --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[release_year]--> 1941
Neg LogProb(↓):   0.971000
Path Entropy(↓):  2.203713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the whole wide world actors
Start Entity:     The Whole Wide World
Gold Answer:      [['Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Horror', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Whole Wide World --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Stuart Saves His Family --[has_genre]--> Comedy
Path (Raw):       The Whole Wide World --[starred_actors]--> Vincent D'Onofrio --[(INV) starred_actors]--> Stuart Saves His Family --[has_genre]--> Comedy
Neg LogProb(↓):   0.431588
Path Entropy(↓):  1.063865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed 12
Start Entity:     12
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   12 --[directed_by]--> Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[in_language]--> Russian
Path (Raw):       12 --[directed_by]--> Nikita Mikhalkov --[(INV) directed_by]--> Burnt by the Sun --[in_language]--> Russian
Neg LogProb(↓):   0.691153
Path Entropy(↓):  0.693150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor lilia skala is a co - star of who
Start Entity:     Lilia Skala
Gold Answer:      [['Claire Bloom', 'Cliff Robertson', 'Sidney Poitier', 'Leon Janney']]
Predicted Ans:    Sidney Poitier
Predicted Path:   Lilia Skala --[(INV) starred_actors]--> Lilies of the Field --[starred_actors]--> Sidney Poitier
Path (Raw):       Lilia Skala --[No Operation]--> Lilia Skala --[(INV) starred_actors]--> Lilies of the Field --[starred_actors]--> Sidney Poitier
Neg LogProb(↓):   0.061854
Path Entropy(↓):  0.267498
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the lair of the white worm
Start Entity:     The Lair of the White Worm
Gold Answer:      [['Lucy Irvine', 'Roman Polanski', 'Pascal Bruckner', 'Ole Bornedal', 'David S. Goyer', 'Chris Weitz', 'Marc Lawrence', 'Chris Columbus', 'John Duigan', 'Paul Weitz', 'Nick Hornby', 'Richard Curtis', 'Sarah Kernochan', 'James Ivory']]
Predicted Ans:    Roman Polanski
Predicted Path:   The Lair of the White Worm --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Path (Raw):       The Lair of the White Worm --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.165100
Path Entropy(↓):  0.697183
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of colombiana
Start Entity:     Colombiana
Gold Answer:      [['Camille Delamarre', 'McG', 'Gérard Krawczyk', 'Tim Story', 'Chris Nahon', 'Glenn Jordan', 'Pierre Morel', 'James Mather', 'Ettore Scola', 'Gérard Pirès', 'Luc Besson', 'Olivier Megaton', 'Espen Sandberg', 'Joachim Rønning', 'Louis Leterrier', 'Corey Yuen', 'John Badham']]
Predicted Ans:    Louis Leterrier
Predicted Path:   Colombiana --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[directed_by]--> Louis Leterrier
Path (Raw):       Colombiana --[written_by]--> Luc Besson --[(INV) written_by]--> Transporter 2 --[directed_by]--> Louis Leterrier
Neg LogProb(↓):   0.180631
Path Entropy(↓):  0.559189
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor robert ryan acted together with who
Start Entity:     Robert Ryan
Gold Answer:      [['Robert Young', 'Jane Russell', 'Aldo Ray', 'Henry Fonda', 'Van Heflin', 'Claire Trevor', 'Irene Miracle', 'Robert Preston', 'James Stewart', 'Joan Bennett', 'Ernest Borgnine', 'Eleonora Giorgi', 'Ginger Rogers', 'Leigh McCloskey', 'Joe Don Baker', 'Dolores Hart', 'Anita Ekberg', 'Myrna Loy', 'Lizabeth Scott', 'Barbara Stanwyck', 'Marie Prevost', 'Karen Black', 'Dyan Cannon', 'William Holden', 'Robert Mitchum', 'Fredric March', 'Jackie Cooper', 'Montgomery Clift', 'Daria Nicolodi', 'Dana Andrews', "Pat O'Brien", 'Paul Douglas', 'Audrey Totter', 'Robert Shaw', 'Laraine Day', 'Ward Bond', 'James Garner', 'Peter Ustinov', 'Lee Marvin', 'Gloria Grahame', 'Jason Robards', 'Lee J. Cobb', 'Rod Steiger', 'Louis Wolheim', 'Woody Strode', 'John Agar', 'Barbara Bel Geddes', 'John Wayne', 'Robert Duvall', 'Barbara Hale', 'Janet Leigh', 'Marilyn Monroe', 'Burt Lancaster', 'Dean Stockwell', 'Paul Lukas', 'Ruth Hussey', 'Dean Jagger', 'Anne Francis', 'Clark Gable', 'John Phillip Law', 'Rhonda Fleming', 'Merle Oberon', 'Edward James Olmos', 'Arie Verveen', 'Ida Lupino', 'Tina Louise', 'Spencer Tracy', 'Thomas Meighan', 'Bitty Schram', 'James Mason', 'Burl Ives', 'Charles Bickford']]
Predicted Ans:    William Holden
Predicted Path:   Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[starred_actors]--> William Holden
Path (Raw):       Robert Ryan --[No Operation]--> Robert Ryan --[(INV) starred_actors]--> The Wild Bunch --[starred_actors]--> William Holden
Neg LogProb(↓):   0.296179
Path Entropy(↓):  0.966054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by barbara lawrence
Start Entity:     Barbara Lawrence
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Barbara Lawrence --[(INV) starred_actors]--> Unfaithfully Yours --[has_genre]--> Comedy
Path (Raw):       Barbara Lawrence --[No Operation]--> Barbara Lawrence --[(INV) starred_actors]--> Unfaithfully Yours --[has_genre]--> Comedy
Neg LogProb(↓):   0.693181
Path Entropy(↓):  0.693534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film striptease
Start Entity:     Striptease
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Striptease --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       Striptease --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.635142
Path Entropy(↓):  5.093246
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by christian petzold
Start Entity:     Christian Petzold
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Christian Petzold --[(INV) written_by]--> Jerichow --[has_genre]--> Drama
Path (Raw):       Christian Petzold --[No Operation]--> Christian Petzold --[(INV) written_by]--> Jerichow --[has_genre]--> Drama
Neg LogProb(↓):   0.104636
Path Entropy(↓):  0.325604
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is les cousins in
Start Entity:     Les Cousins
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Les Cousins --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Les Cousins --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   2.164569
Path Entropy(↓):  3.210472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share screenwriters with story of a love affair were released in which years
Start Entity:     Story of a Love Affair
Gold Answer:      [['1962', '1995', '1970', '1964', '1975', '1957', '1960', '2004', '1982', '1961', '1952']]
Predicted Ans:    1995
Predicted Path:   Story of a Love Affair --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       Story of a Love Affair --[written_by]--> Michelangelo Antonioni --[(INV) written_by]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.414944
Path Entropy(↓):  0.948666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed baggage claim
Start Entity:     Baggage Claim
Gold Answer:      [['David E. Talbert']]
Predicted Ans:    David E. Talbert
Predicted Path:   Baggage Claim --[directed_by]--> David E. Talbert --[(INV) directed_by]--> First Sunday --[written_by]--> David E. Talbert
Path (Raw):       Baggage Claim --[directed_by]--> David E. Talbert --[(INV) directed_by]--> First Sunday --[written_by]--> David E. Talbert
Neg LogProb(↓):   0.002240
Path Entropy(↓):  0.016114
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film cemetery man
Start Entity:     Cemetery Man
Gold Answer:      [['Michele Soavi']]
Predicted Ans:    Michele Soavi
Predicted Path:   Cemetery Man --[directed_by]--> Michele Soavi --[(INV) directed_by]--> The Church --[directed_by]--> Michele Soavi
Path (Raw):       Cemetery Man --[directed_by]--> Michele Soavi --[(INV) directed_by]--> The Church --[directed_by]--> Michele Soavi
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the secret life of girls
Start Entity:     The Secret Life of Girls
Gold Answer:      [['The Big Green']]
Predicted Ans:    The Secret Life of Girls
Predicted Path:   The Secret Life of Girls --[written_by]--> Holly Goldberg Sloan --[(INV) written_by]--> The Secret Life of Girls
Path (Raw):       The Secret Life of Girls --[written_by]--> Holly Goldberg Sloan --[(INV) written_by]--> The Secret Life of Girls --[No Operation]--> The Secret Life of Girls
Neg LogProb(↓):   0.131287
Path Entropy(↓):  0.374279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies starred by adam hicks were written by who
Start Entity:     Adam Hicks
Gold Answer:      [['Thomas Rockwell']]
Predicted Ans:    Thomas Rockwell
Predicted Path:   Adam Hicks --[(INV) starred_actors]--> How to Eat Fried Worms --[written_by]--> Thomas Rockwell
Path (Raw):       Adam Hicks --[No Operation]--> Adam Hicks --[(INV) starred_actors]--> How to Eat Fried Worms --[written_by]--> Thomas Rockwell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of bang the drum slowly
Start Entity:     Bang the Drum Slowly
Gold Answer:      [['Sam Elliott', 'Rita Taggart', 'Nick Nolte', 'Cloris Leachman', 'Ernie Hudson', 'Zohra Lampert']]
Predicted Ans:    Robert De Niro
Predicted Path:   Bang the Drum Slowly --[directed_by]--> John D. Hancock --[(INV) directed_by]--> Bang the Drum Slowly --[starred_actors]--> Robert De Niro
Path (Raw):       Bang the Drum Slowly --[directed_by]--> John D. Hancock --[(INV) directed_by]--> Bang the Drum Slowly --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.018572
Path Entropy(↓):  0.109259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film frenchman's creek
Start Entity:     Frenchman's Creek
Gold Answer:      [['Walter Hill', 'Edmund Goulding', 'Fritz Lang', 'Peter Hyams', 'Rodney Gibbons', 'Franco Zeffirelli', 'Irwin Allen', 'Cary Fukunaga', 'Nicolas Roeg', 'Rouben Mamoulian', 'Richard Thorpe', 'Norman Panama', 'Billy Wilder', 'Nick Grinde', 'Nicholas Ray', 'Frank Lloyd', 'Terence Fisher', 'Curtis Harrington', 'Michael Curtiz', 'George Sidney', 'Anatole Litvak', 'Robert Rossen', 'Joe May', 'Max Ophüls', 'Douglas Camfield', 'Sidney Lanfield', 'John Sturges', 'William Keighley', 'Alfred Hitchcock', 'Lowell Sherman', 'Roy William Neill', 'Delbert Mann', 'Melvin Frank', 'Jack Conway', 'Cyril Frankel', 'Tamra Davis', 'Robert Day', 'George Stevens', 'Rowland V. Lee', 'Ida Lupino', 'Norman Z. McLeod', 'Richard Boleslawski', 'Robert Stevenson', 'Brian De Palma', 'Howard Hawks']]
Predicted Ans:    Howard Hawks
Predicted Path:   Frenchman's Creek --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Path (Raw):       Frenchman's Creek --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Dawn Patrol --[directed_by]--> Howard Hawks
Neg LogProb(↓):   1.186326
Path Entropy(↓):  1.333023
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film loosies are written by who
Start Entity:     Loosies
Gold Answer:      [['Walter Hill', 'Carol Sobieski', 'Quentin Tarantino', 'John Eugene Cay Jr.', 'Jerzy Skolimowski', 'Olivier Assayas', 'Jim Thompson', 'Joseph D. Pistone', 'Richard Woodley', 'Chiho Katsura', 'Francis Ford Coppola', 'John Dahl', 'Mark Bowden', 'Tom Musca', 'Claire Denis', 'Ramón Menéndez', 'Ted Dekker', 'Vincent Gallo', 'Andre Fabrizio', 'Jeremy Passmore', 'Paul Attanasio']]
Predicted Ans:    Olivier Assayas
Predicted Path:   Loosies --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[written_by]--> Olivier Assayas
Path (Raw):       Loosies --[starred_actors]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[written_by]--> Olivier Assayas
Neg LogProb(↓):   0.412859
Path Entropy(↓):  1.012789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is yesterday in
Start Entity:     Yesterday
Gold Answer:      [['Zulu']]
Predicted Ans:    Zulu
Predicted Path:   Yesterday --[in_language]--> Zulu --[in_language]--> Zulu --[in_language]--> Zulu
Path (Raw):       Yesterday --[in_language]--> Zulu --[in_language]--> Zulu --[in_language]--> Zulu
Neg LogProb(↓):   0.021753
Path Entropy(↓):  0.118460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the commitments
Start Entity:     The Commitments
Gold Answer:      [['Mickey Rourke', 'Paolo Bonacelli', 'Irene Miracle', 'Kate Winslet', 'Kevin Spacey', 'Tamlyn Tomita', 'Anthony Hopkins', 'Robert De Niro', 'John Cusack', 'Diane Keaton', 'Matthew Broderick', 'Frances McDormand', 'Madonna', 'Willem Dafoe', 'Bo Hopkins', 'Nicolas Cage', 'Brad Davis', 'Dennis Quaid', 'Karen Allen', 'Robert Carlyle', 'Emily Watson', 'Ciaran Owens', 'Joe Breen', 'Lisa Bonet', 'Gene Hackman', 'Albert Finney', 'Scott Baio', 'Bridget Fonda', 'Jonathan Pryce', 'Matthew Modine', 'Brad Dourif', 'Antonio Banderas', 'Jodie Foster', 'Peter Weller']]
Predicted Ans:    Kate Winslet
Predicted Path:   The Commitments --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kate Winslet
Path (Raw):       The Commitments --[directed_by]--> Alan Parker --[(INV) directed_by]--> The Life of David Gale --[starred_actors]--> Kate Winslet
Neg LogProb(↓):   0.789026
Path Entropy(↓):  1.065878
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film this is england was written by who
Start Entity:     This Is England
Gold Answer:      [['Shane Meadows']]
Predicted Ans:    Shane Meadows
Predicted Path:   This Is England --[written_by]--> Shane Meadows --[(INV) written_by]--> Once Upon a Time in the Midlands --[written_by]--> Shane Meadows
Path (Raw):       This Is England --[written_by]--> Shane Meadows --[(INV) written_by]--> Once Upon a Time in the Midlands --[written_by]--> Shane Meadows
Neg LogProb(↓):   0.000120
Path Entropy(↓):  0.001276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of zebrahead
Start Entity:     Zebrahead
Gold Answer:      [['Fairuza Balk', 'Harvey Keitel']]
Predicted Ans:    Harvey Keitel
Predicted Path:   Zebrahead --[directed_by]--> Anthony Drazan --[(INV) directed_by]--> Imaginary Crimes --[starred_actors]--> Harvey Keitel
Path (Raw):       Zebrahead --[directed_by]--> Anthony Drazan --[(INV) directed_by]--> Imaginary Crimes --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.116916
Path Entropy(↓):  0.352918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the hit
Start Entity:     The Hit
Gold Answer:      [['Marcus Dunstan', 'Richard Franklin', 'Yvan Attal', 'John Schlesinger', 'Graham Baker', 'Michael Cimino', 'Stephan Elliott', 'Rob Minkoff', 'Derek Jarman', 'Federico Fellini', 'Roger Vadim', 'Steven Soderbergh', 'William Wyler', 'Pier Paolo Pasolini', 'Louis Malle', 'Silvio Narizzano']]
Predicted Ans:    Federico Fellini
Predicted Path:   The Hit --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Federico Fellini
Path (Raw):       The Hit --[starred_actors]--> Terence Stamp --[(INV) starred_actors]--> Spirits of the Dead --[directed_by]--> Federico Fellini
Neg LogProb(↓):   0.644788
Path Entropy(↓):  0.863332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the fire over england director
Start Entity:     Fire Over England
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Fire Over England --[directed_by]--> William K. Howard --[(INV) directed_by]--> The Princess Comes Across --[in_language]--> Swedish
Path (Raw):       Fire Over England --[directed_by]--> William K. Howard --[(INV) directed_by]--> The Princess Comes Across --[in_language]--> Swedish
Neg LogProb(↓):   0.002297
Path Entropy(↓):  0.016238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by charles b. pierce were in which genres
Start Entity:     Charles B. Pierce
Gold Answer:      [['Romance', 'Drama', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Charles B. Pierce --[(INV) directed_by]--> The Evictors --[has_genre]--> Horror
Path (Raw):       Charles B. Pierce --[No Operation]--> Charles B. Pierce --[(INV) directed_by]--> The Evictors --[has_genre]--> Horror
Neg LogProb(↓):   0.601317
Path Entropy(↓):  1.254303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of red lights
Start Entity:     Red Lights
Gold Answer:      [['Rodrigo Cortés']]
Predicted Ans:    Cédric Kahn
Predicted Path:   Red Lights --[written_by]--> Cédric Kahn --[(INV) written_by]--> Roberto Succo --[written_by]--> Cédric Kahn
Path (Raw):       Red Lights --[written_by]--> Cédric Kahn --[(INV) written_by]--> Roberto Succo --[written_by]--> Cédric Kahn
Neg LogProb(↓):   0.601952
Path Entropy(↓):  0.741212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed movies for the writer of flirting
Start Entity:     Flirting
Gold Answer:      [['John Duigan']]
Predicted Ans:    John Duigan
Predicted Path:   Flirting --[written_by]--> John Duigan --[(INV) written_by]--> Flirting --[directed_by]--> John Duigan
Path (Raw):       Flirting --[written_by]--> John Duigan --[(INV) written_by]--> Flirting --[directed_by]--> John Duigan
Neg LogProb(↓):   0.071023
Path Entropy(↓):  0.274584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by martha shane were released in which years
Start Entity:     Martha Shane
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Martha Shane --[(INV) written_by]--> After Tiller --[release_year]--> 2013
Path (Raw):       Martha Shane --[No Operation]--> Martha Shane --[(INV) written_by]--> After Tiller --[release_year]--> 2013
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the murderer lives at number 21 actors
Start Entity:     The Murderer Lives at Number 21
Gold Answer:      [['Jean Ferry']]
Predicted Ans:    Jean Ferry
Predicted Path:   The Murderer Lives at Number 21 --[starred_actors]--> Suzy Delair --[(INV) starred_actors]--> Quai des Orfèvres --[written_by]--> Jean Ferry
Path (Raw):       The Murderer Lives at Number 21 --[starred_actors]--> Suzy Delair --[(INV) starred_actors]--> Quai des Orfèvres --[written_by]--> Jean Ferry
Neg LogProb(↓):   0.001968
Path Entropy(↓):  0.014388
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the secret of santa vittoria
Start Entity:     The Secret of Santa Vittoria
Gold Answer:      [['Henry Cornelius', 'Ethan Coen', 'Anthony Mann', 'Alexander Mackendrick', 'Stanley Kramer']]
Predicted Ans:    Anthony Mann
Predicted Path:   The Secret of Santa Vittoria --[written_by]--> Ben Maddow --[(INV) written_by]--> Men in War --[directed_by]--> Anthony Mann
Path (Raw):       The Secret of Santa Vittoria --[written_by]--> Ben Maddow --[(INV) written_by]--> Men in War --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.328086
Path Entropy(↓):  0.773576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by richard ayoade
Start Entity:     Richard Ayoade
Gold Answer:      [['2011', '1928', '2013', '2010']]
Predicted Ans:    2013
Predicted Path:   Richard Ayoade --[(INV) directed_by]--> The Double --[release_year]--> 2013
Path (Raw):       Richard Ayoade --[No Operation]--> Richard Ayoade --[(INV) directed_by]--> The Double --[release_year]--> 2013
Neg LogProb(↓):   0.287209
Path Entropy(↓):  0.787174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote beyond therapy
Start Entity:     Beyond Therapy
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Mystery', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   Beyond Therapy --[written_by]--> Robert Altman --[(INV) written_by]--> Gosford Park --[has_genre]--> Mystery
Path (Raw):       Beyond Therapy --[written_by]--> Robert Altman --[(INV) written_by]--> Gosford Park --[has_genre]--> Mystery
Neg LogProb(↓):   0.021064
Path Entropy(↓):  0.107818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you name a film directed by andrew jarecki
Start Entity:     Andrew Jarecki
Gold Answer:      [['All Good Things']]
Predicted Ans:    All Good Things
Predicted Path:   Andrew Jarecki --[(INV) directed_by]--> All Good Things --[directed_by]--> Andrew Jarecki --[(INV) directed_by]--> All Good Things
Path (Raw):       Andrew Jarecki --[(INV) directed_by]--> All Good Things --[directed_by]--> Andrew Jarecki --[(INV) directed_by]--> All Good Things
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000096
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of port of call
Start Entity:     Port of Call
Gold Answer:      [['Baran bo Odar', 'Kenneth Branagh', 'Alf Sjöberg', 'Jordan Barker', 'Richard Brooks', 'Bille August', 'Steve McQueen', 'Harold Prince', 'Ingmar Bergman', 'Akira Kurosawa', 'Liv Ullmann']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Port of Call --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Path (Raw):       Port of Call --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[directed_by]--> Ingmar Bergman
Neg LogProb(↓):   0.277353
Path Entropy(↓):  0.891409
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film into the white
Start Entity:     Into the White
Gold Answer:      [['2008', '2006']]
Predicted Ans:    2008
Predicted Path:   Into the White --[starred_actors]--> David Kross --[(INV) starred_actors]--> The Reader --[release_year]--> 2008
Path (Raw):       Into the White --[starred_actors]--> David Kross --[(INV) starred_actors]--> The Reader --[release_year]--> 2008
Neg LogProb(↓):   0.013596
Path Entropy(↓):  0.080323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is the monuments men
Start Entity:     The Monuments Men
Gold Answer:      [['War']]
Predicted Ans:    War
Predicted Path:   The Monuments Men --[has_genre]--> War --[(INV) has_genre]--> Operation Crossbow --[has_genre]--> War
Path (Raw):       The Monuments Men --[has_genre]--> War --[(INV) has_genre]--> Operation Crossbow --[has_genre]--> War
Neg LogProb(↓):   1.643125
Path Entropy(↓):  2.473830
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jaden smith is a co - star of who
Start Entity:     Jaden Smith
Gold Answer:      [['Elisabeth Shue', 'Jackie Chan', 'Ralph Macchio', 'Will Smith']]
Predicted Ans:    Jackie Chan
Predicted Path:   Jaden Smith --[(INV) starred_actors]--> The Karate Kid --[starred_actors]--> Jackie Chan
Path (Raw):       Jaden Smith --[No Operation]--> Jaden Smith --[(INV) starred_actors]--> The Karate Kid --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.109995
Path Entropy(↓):  0.397826
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of harold and maude
Start Entity:     Harold and Maude
Gold Answer:      [['Biography', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Harold and Maude --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Harold and Maude --[has_genre]--> Comedy
Path (Raw):       Harold and Maude --[directed_by]--> Hal Ashby --[(INV) directed_by]--> Harold and Maude --[has_genre]--> Comedy
Neg LogProb(↓):   0.520605
Path Entropy(↓):  1.150982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by showgirls actors
Start Entity:     Showgirls
Gold Answer:      [['David Koepp', 'Audrey Wells', 'Michael Almereyda', 'John Gielgud', 'Bruno Barreto', 'Kenneth Branagh', 'Tony Richardson', 'David Lynch', 'Jack Sholder', 'Oliver Stone', 'Mike Figgis', 'Laurence Olivier', 'Franco Zeffirelli', 'Grigori Kozintsev', 'Ken Annakin', 'Paul Schrader', 'Volker Schlöndorff', 'Woody Allen']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Showgirls --[starred_actors]--> Kyle MacLachlan --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Path (Raw):       Showgirls --[starred_actors]--> Kyle MacLachlan --[(INV) starred_actors]--> Hamlet --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.566030
Path Entropy(↓):  1.399897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie lady be good released
Start Entity:     Lady Be Good
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Lady Be Good --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       Lady Be Good --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   1.911505
Path Entropy(↓):  3.224299
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by dan millman
Start Entity:     Dan Millman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dan Millman --[(INV) written_by]--> Peaceful Warrior --[has_genre]--> Drama
Path (Raw):       Dan Millman --[No Operation]--> Dan Millman --[(INV) written_by]--> Peaceful Warrior --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film murder most foul
Start Entity:     Murder Most Foul
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   Murder Most Foul --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Path (Raw):       Murder Most Foul --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Neg LogProb(↓):   1.929603
Path Entropy(↓):  3.243032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by mitsuki tanimura were released in which years
Start Entity:     Mitsuki Tanimura
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Mitsuki Tanimura --[(INV) starred_actors]--> Summer Wars --[release_year]--> 2009
Path (Raw):       Mitsuki Tanimura --[No Operation]--> Mitsuki Tanimura --[(INV) starred_actors]--> Summer Wars --[release_year]--> 2009
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of four brothers
Start Entity:     Four Brothers
Gold Answer:      [['Higher Learning', 'Shaft', 'Baby Boy', 'Rosewood', 'Boyz n the Hood', '2 Fast 2 Furious', 'Abduction', 'Poetic Justice']]
Predicted Ans:    Shaft
Predicted Path:   Four Brothers --[directed_by]--> John Singleton --[(INV) directed_by]--> Shaft
Path (Raw):       Four Brothers --[No Operation]--> Four Brothers --[directed_by]--> John Singleton --[(INV) directed_by]--> Shaft
Neg LogProb(↓):   0.318123
Path Entropy(↓):  0.920044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the misfortunates
Start Entity:     The Misfortunates
Gold Answer:      [['Johan Heldenbergh', 'Veerle Baetens', 'Nell Cattrysse']]
Predicted Ans:    Wouter Hendrickx
Predicted Path:   The Misfortunates --[written_by]--> Felix van Groeningen --[(INV) written_by]--> The Misfortunates --[starred_actors]--> Wouter Hendrickx
Path (Raw):       The Misfortunates --[written_by]--> Felix van Groeningen --[(INV) written_by]--> The Misfortunates --[starred_actors]--> Wouter Hendrickx
Neg LogProb(↓):   0.376443
Path Entropy(↓):  0.848402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share writers with the film meet the spartans were in which genres
Start Entity:     Meet the Spartans
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Meet the Spartans --[written_by]--> Aaron Seltzer --[(INV) written_by]--> Date Movie --[has_genre]--> Comedy
Path (Raw):       Meet the Spartans --[written_by]--> Aaron Seltzer --[(INV) written_by]--> Date Movie --[has_genre]--> Comedy
Neg LogProb(↓):   0.049368
Path Entropy(↓):  0.226775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie serendipity
Start Entity:     Serendipity
Gold Answer:      [['James Herbert', 'Savage Steve Holland', 'Marc Norman', 'Carol Sobieski', 'Kevin Wade', 'John Cusack', 'Lisa Cholodenko', 'Jane Austen', 'Michael Cooney', 'Ben Livingston', 'Joss Whedon', 'Hannah Shakespeare', 'Ronald Shusett', 'Jon Povill', 'Charlie Kaufman', 'Ramón Menéndez', 'Mark Bowden', 'Tom Musca', 'Robert Benton', 'Richard Russo', "Morgan O'Neill", 'Tonino Guerra', 'Scott Walker', 'Massimo De Rita', 'Stephen King', 'Stephen Katz', 'John Darrouzet', 'Greg Rucka', 'Steve Lieber', 'Randall Wallace', 'Lewis Gilbert', 'David Gordon Green', 'Scott Phillips', 'Mark Bomback', 'Karen Moncrieff', 'Giuseppe Tornatore', 'Bruce Wagner', 'Richard Matheson', "Stewart O'Nan", 'Stella Gibbons', 'Bill Fishman', 'Dibakar Banerjee', 'Nick Hornby', 'Andrew Davies', 'Guy Bolton', 'Marcelle Maurette', "Dan O'Bannon", 'William Shakespeare', 'Peter Tolan', 'Kenneth Branagh', 'Roland Emmerich', 'Philip K. Dick', 'Stephen Sommers', 'Alan Parker', 'Jim Thompson', 'Gary David Goldberg', 'Claire Cook', 'John Grisham', 'John Berendt', 'Edgar Allan Poe', 'Jonathan Roberts', 'Douglas McGrath', 'Whit Stillman', 'Steve Koren', "Mark O'Keefe", 'Kirk Jones', 'Peter McCarthy', 'Ernest K. Gann', 'Ulli Lommel', 'Lee Daniels', 'Jim McBride', 'Gary Goldman', 'T. Coraghessan Boyle', 'Cameron Crowe', 'Billy Crystal', 'Donald E. Westlake', 'Kurt Wimmer', 'John Logan', 'Len Wiseman', 'David Grovic', 'Paul Conway', 'James Russo']]
Predicted Ans:    Massimo De Rita
Predicted Path:   Serendipity --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Path (Raw):       Serendipity --[starred_actors]--> Kate Beckinsale --[(INV) starred_actors]--> Everybody's Fine --[written_by]--> Massimo De Rita
Neg LogProb(↓):   1.460288
Path Entropy(↓):  2.436584
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by alva rogers were released in which years
Start Entity:     Alva Rogers
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Alva Rogers --[(INV) starred_actors]--> Daughters of the Dust --[release_year]--> 1991
Path (Raw):       Alva Rogers --[No Operation]--> Alva Rogers --[(INV) starred_actors]--> Daughters of the Dust --[release_year]--> 1991
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of ararat starred who
Start Entity:     Ararat
Gold Answer:      [['Alexia Fast', 'Alison Lohman', 'Rosario Dawson', 'Alessandro Nivola', 'Rachel Blanchard', 'Devon Bostick', 'Julianne Moore', 'Elaine Cassidy', 'Mireille Enos', 'Kevin Durand', 'Amanda Seyfried', 'Liam Neeson', 'Atom Egoyan', 'Colin Firth', 'Reese Witherspoon', 'Bob Hoskins', 'Kevin Bacon', 'Patrick Swayze', 'Adam Baldwin']]
Predicted Ans:    Liam Neeson
Predicted Path:   Ararat --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Next of Kin --[starred_actors]--> Liam Neeson
Path (Raw):       Ararat --[directed_by]--> Atom Egoyan --[(INV) directed_by]--> Next of Kin --[starred_actors]--> Liam Neeson
Neg LogProb(↓):   0.274015
Path Entropy(↓):  1.085341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the chorus director release
Start Entity:     The Chorus
Gold Answer:      [['2008']]
Predicted Ans:    2004
Predicted Path:   The Chorus --[directed_by]--> Christophe Barratier --[(INV) directed_by]--> The Chorus --[release_year]--> 2004
Path (Raw):       The Chorus --[directed_by]--> Christophe Barratier --[(INV) directed_by]--> The Chorus --[release_year]--> 2004
Neg LogProb(↓):   0.007781
Path Entropy(↓):  0.045387
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as director of dominique swain acted films
Start Entity:     Dominique Swain
Gold Answer:      [['Stanley Kubrick', 'Adrian Lyne', 'Monte Hellman', 'Stephen Bridgewater', 'Jonathan Kahn']]
Predicted Ans:    Jonathan Kahn
Predicted Path:   Dominique Swain --[(INV) starred_actors]--> Girl --[directed_by]--> Jonathan Kahn
Path (Raw):       Dominique Swain --[No Operation]--> Dominique Swain --[(INV) starred_actors]--> Girl --[directed_by]--> Jonathan Kahn
Neg LogProb(↓):   0.093839
Path Entropy(↓):  0.384494
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who in the world wrote psycho iii
Start Entity:     Psycho III
Gold Answer:      [['Charles Edward Pogue']]
Predicted Ans:    Charles Edward Pogue
Predicted Path:   Psycho III --[written_by]--> Charles Edward Pogue --[(INV) written_by]--> Psycho III --[written_by]--> Charles Edward Pogue
Path (Raw):       Psycho III --[written_by]--> Charles Edward Pogue --[(INV) written_by]--> Psycho III --[written_by]--> Charles Edward Pogue
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of uncommon valor
Start Entity:     Uncommon Valor
Gold Answer:      [['Ted Kotcheff']]
Predicted Ans:    Ted Kotcheff
Predicted Path:   Uncommon Valor --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Borrowed Hearts --[directed_by]--> Ted Kotcheff
Path (Raw):       Uncommon Valor --[directed_by]--> Ted Kotcheff --[(INV) directed_by]--> Borrowed Hearts --[directed_by]--> Ted Kotcheff
Neg LogProb(↓):   0.175552
Path Entropy(↓):  0.662640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of south of the border
Start Entity:     South of the Border
Gold Answer:      [['1995', '1988', '1997', '1972', '2008', '2003', '1989', '1991', '2004', '2006', '1994', '1999', '1981', '1987', '2012', '1974', '1986']]
Predicted Ans:    1991
Predicted Path:   South of the Border --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[release_year]--> 1991
Path (Raw):       South of the Border --[directed_by]--> Oliver Stone --[(INV) directed_by]--> JFK --[release_year]--> 1991
Neg LogProb(↓):   0.944558
Path Entropy(↓):  2.120589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie you'll never get rich
Start Entity:     You'll Never Get Rich
Gold Answer:      [['Samuel Hoffenstein', 'Larry Gelbart', 'Hubert Osborne', 'Phoebe Ephron', 'Henry Ephron', 'John Paxton', 'Glendon Swarthout', 'Blake Edwards', 'Kenneth S. Webb', 'Edward Kaufman', 'Richard Sherman', 'Leueen MacGrath', 'Dorothy Yost', 'Allan Scott', 'Marc Connelly', 'George Wells', 'Thorne Smith', 'Vicente Blasco Ibáñez', 'Abe Burrows', 'Robert Pirosh', 'Melchior Lengyel', 'Alice Duer Miller', 'James Graham', 'Irene Castle', 'Terence Rattigan', 'Dwight Taylor', 'Robert Rossen', 'Adolph Green', 'Betty Comden', 'Prosper Mérimée', 'John Gay', 'Alan Jay Lerner', 'Leonard Gershe', 'Jean Webster', 'E.Y. Harburg', 'Fred Saidy', 'Max Catto', 'Nevil Shute', 'Peter Straub', 'Oscar Hammerstein II', 'Lesley Storm', 'Johnny Mercer', 'George S. Kaufman', 'Sherwood King', 'Ben Hecht', 'Orson Welles', 'George Marion Jr.', 'Ralph Nelson', 'Jack Higgins', 'Kenneth Grahame', 'Irving Berlin']]
Predicted Ans:    Allan Scott
Predicted Path:   You'll Never Get Rich --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Path (Raw):       You'll Never Get Rich --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Neg LogProb(↓):   0.713161
Path Entropy(↓):  1.672991
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by abdulah sidran
Start Entity:     Abdulah Sidran
Gold Answer:      [['Emir Kusturica']]
Predicted Ans:    Emir Kusturica
Predicted Path:   Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business --[directed_by]--> Emir Kusturica
Path (Raw):       Abdulah Sidran --[No Operation]--> Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business --[directed_by]--> Emir Kusturica
Neg LogProb(↓):   0.001235
Path Entropy(↓):  0.009500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the mouse that roared writers release
Start Entity:     The Mouse That Roared
Gold Answer:      [['1963', '1978', '2009', '1951', '1965', '1979', '1981', '1961']]
Predicted Ans:    1979
Predicted Path:   The Mouse That Roared --[written_by]--> Stanley Mann --[(INV) written_by]--> Meteor --[release_year]--> 1979
Path (Raw):       The Mouse That Roared --[written_by]--> Stanley Mann --[(INV) written_by]--> Meteor --[release_year]--> 1979
Neg LogProb(↓):   1.327045
Path Entropy(↓):  1.828705
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for stage fright
Start Entity:     Stage Fright
Gold Answer:      [['Jerome Sable']]
Predicted Ans:    Whitfield Cook
Predicted Path:   Stage Fright --[written_by]--> Whitfield Cook --[(INV) written_by]--> Stage Fright --[written_by]--> Whitfield Cook
Path (Raw):       Stage Fright --[written_by]--> Whitfield Cook --[(INV) written_by]--> Stage Fright --[written_by]--> Whitfield Cook
Neg LogProb(↓):   0.375364
Path Entropy(↓):  0.999081
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of the bridesmaid
Start Entity:     The Bridesmaid
Gold Answer:      [['1968', '1988', '1978', '1970', '1949', '1997', '1995', '2003', '1992', '1959', '1991', '1973', '2006', '1994', '2002', '1969', '1958']]
Predicted Ans:    1968
Predicted Path:   The Bridesmaid --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[release_year]--> 1968
Path (Raw):       The Bridesmaid --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[release_year]--> 1968
Neg LogProb(↓):   0.541372
Path Entropy(↓):  1.488434
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film above the rim
Start Entity:     Above the Rim
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Above the Rim --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Above the Rim --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.553961
Path Entropy(↓):  4.716255
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movie the wrong box
Start Entity:     The Wrong Box
Gold Answer:      [['Burt Shevelove', 'Robert Louis Stevenson', 'Larry Gelbart', 'Lloyd Osbourne']]
Predicted Ans:    Robert Louis Stevenson
Predicted Path:   The Wrong Box --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> Jekyll and Hyde... Together Again --[written_by]--> Robert Louis Stevenson
Path (Raw):       The Wrong Box --[written_by]--> Robert Louis Stevenson --[(INV) written_by]--> Jekyll and Hyde... Together Again --[written_by]--> Robert Louis Stevenson
Neg LogProb(↓):   0.975092
Path Entropy(↓):  1.888537
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie ivanhoe about
Start Entity:     Ivanhoe
Gold Answer:      [['adaptation']]
Predicted Ans:    bd-r
Predicted Path:   Ivanhoe --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Path (Raw):       Ivanhoe --[has_tags]--> bd-r --[(INV) has_tags]--> Child Bride --[has_tags]--> bd-r
Neg LogProb(↓):   0.225170
Path Entropy(↓):  0.526963
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same actor of bad news bears
Start Entity:     Bad News Bears
Gold Answer:      [['Armageddon', 'Gaudi Afternoon', 'Auto Focus', 'Into the Wild', 'Flubber', 'Sabrina', 'Stuck in Love', 'Little Miss Sunshine', 'The Badge', 'The Judge', "Monster's Ball", 'The Last Song', 'Mr. Woodcock', 'The Mist', 'Baby Mama', "Jayne Mansfield's Car", 'Pollock', 'Ghost Town', "The Man Who Wasn't There", 'Pushing Tin', 'As Good as It Gets', 'Nurse Betty', 'Stuck on You', 'Unknown', 'Some Folks Call It a Sling Blade', 'Daddy and Them', 'School for Scoundrels', 'Thin Ice', 'The English Teacher', 'Dear God', 'American Gun', 'U Turn', 'Puss in Boots', 'One False Move', "Miller's Crossing", 'Sling Blade', 'Feast of Love', 'South of Heaven, West of Hell', 'The Invisible', 'Desperate Measures', "I Don't Know How She Does It", 'The Alamo', 'Invincible', 'A Smile Like Yours', 'Bandits', 'What Planet Are You From?', 'The Spitfire Grill', 'Heaven Is for Real', 'Bad Santa', 'A Simple Plan', 'Primary Colors', 'The Ice Harvest']]
Predicted Ans:    Bandits
Predicted Path:   Bad News Bears --[starred_actors]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits
Path (Raw):       Bad News Bears --[starred_actors]--> Billy Bob Thornton --[No Operation]--> Billy Bob Thornton --[(INV) starred_actors]--> Bandits
Neg LogProb(↓):   0.602884
Path Entropy(↓):  1.346726
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of man in the wilderness
Start Entity:     Man in the Wilderness
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Man in the Wilderness --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       Man in the Wilderness --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   1.534694
Path Entropy(↓):  3.672415
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the earth dies screaming
Start Entity:     The Earth Dies Screaming
Gold Answer:      [['Terence Fisher']]
Predicted Ans:    Terence Fisher
Predicted Path:   The Earth Dies Screaming --[directed_by]--> Terence Fisher --[(INV) directed_by]--> Frankenstein and the Monster from Hell --[directed_by]--> Terence Fisher
Path (Raw):       The Earth Dies Screaming --[directed_by]--> Terence Fisher --[(INV) directed_by]--> Frankenstein and the Monster from Hell --[directed_by]--> Terence Fisher
Neg LogProb(↓):   0.908458
Path Entropy(↓):  1.517922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film police story 2
Start Entity:     Police Story 2
Gold Answer:      [['1983', '1998', '1980', '1993', '1985', '1979', '1986', '2011']]
Predicted Ans:    1998
Predicted Path:   Police Story 2 --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Who Am I? --[release_year]--> 1998
Path (Raw):       Police Story 2 --[directed_by]--> Jackie Chan --[(INV) directed_by]--> Who Am I? --[release_year]--> 1998
Neg LogProb(↓):   0.602385
Path Entropy(↓):  1.472877
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by eric karson starred which actors
Start Entity:     Eric Karson
Gold Answer:      [['Chuck Norris', 'Karen Carlson', 'Lee Van Cleef']]
Predicted Ans:    Chuck Norris
Predicted Path:   Eric Karson --[(INV) directed_by]--> The Octagon --[starred_actors]--> Chuck Norris
Path (Raw):       Eric Karson --[No Operation]--> Eric Karson --[(INV) directed_by]--> The Octagon --[starred_actors]--> Chuck Norris
Neg LogProb(↓):   0.087173
Path Entropy(↓):  0.292249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of all quiet on the western front
Start Entity:     All Quiet on the Western Front
Gold Answer:      [['Super Fuzz', 'The Badlanders', 'Jubal', "Aces 'N' Eights", 'Hannie Caulder', 'Another Harvest Moon', "The Devil's Rain", 'The Racket', 'Ice Station Zebra', 'The Catered Affair', 'Last Summer', 'State Fair', 'The Unfaithful', 'The Dirty Dozen', 'The Dark Mirror', 'The Doorway to Hell', 'Convoy', 'All Dogs Go to Heaven 2', "Donovan's Brain", 'Holiday', 'Three Brave Men', 'A Grandpa for Christmas', 'Pay or Die', 'The Poseidon Adventure', 'The Wild Bunch', 'The Legend of Lylah Clare', 'Johnny Belinda', 'Two Arabian Knights', 'The Secret of Dr. Kildare', 'The Vikings']]
Predicted Ans:    All Quiet on the Western Front
Predicted Path:   All Quiet on the Western Front --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> All Quiet on the Western Front
Path (Raw):       All Quiet on the Western Front --[starred_actors]--> Lew Ayres --[No Operation]--> Lew Ayres --[(INV) starred_actors]--> All Quiet on the Western Front
Neg LogProb(↓):   0.942358
Path Entropy(↓):  1.897411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of day for night was
Start Entity:     Day for Night
Gold Answer:      [['François Truffaut']]
Predicted Ans:    François Truffaut
Predicted Path:   Day for Night --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[directed_by]--> François Truffaut
Path (Raw):       Day for Night --[directed_by]--> François Truffaut --[(INV) directed_by]--> The Wild Child --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.481182
Path Entropy(↓):  1.097477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by charlie chan in shanghai actors
Start Entity:     Charlie Chan in Shanghai
Gold Answer:      [['Jules Furthman', 'Earl Derr Biggers', 'Josef von Sternberg', 'Harry Hervey']]
Predicted Ans:    Earl Derr Biggers
Predicted Path:   Charlie Chan in Shanghai --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Path (Raw):       Charlie Chan in Shanghai --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Neg LogProb(↓):   0.093131
Path Entropy(↓):  0.318311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in masayuki mori acted films
Start Entity:     Masayuki Mori
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Masayuki Mori --[(INV) starred_actors]--> Rashomon --[in_language]--> Japanese
Path (Raw):       Masayuki Mori --[No Operation]--> Masayuki Mori --[(INV) starred_actors]--> Rashomon --[in_language]--> Japanese
Neg LogProb(↓):   0.011686
Path Entropy(↓):  0.063311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of get the gringo
Start Entity:     Get the Gringo
Gold Answer:      [['Maya', 'Latin', 'Aramaic']]
Predicted Ans:    Maya
Predicted Path:   Get the Gringo --[written_by]--> Mel Gibson --[(INV) written_by]--> Apocalypto --[in_language]--> Maya
Path (Raw):       Get the Gringo --[written_by]--> Mel Gibson --[(INV) written_by]--> Apocalypto --[in_language]--> Maya
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote in my skin
Start Entity:     In My Skin
Gold Answer:      [['Missy Keating', 'Monica Bellucci', 'Sophie Marceau']]
Predicted Ans:    Sophie Marceau
Predicted Path:   In My Skin --[written_by]--> Marina de Van --[(INV) written_by]--> Don't Look Back --[starred_actors]--> Sophie Marceau
Path (Raw):       In My Skin --[written_by]--> Marina de Van --[(INV) written_by]--> Don't Look Back --[starred_actors]--> Sophie Marceau
Neg LogProb(↓):   1.021382
Path Entropy(↓):  1.327798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the last kiss also wrote which films
Start Entity:     The Last Kiss
Gold Answer:      [['Crash', 'The Next Three Days', 'In the Valley of Elah', 'But Forever in My Mind', 'Flags of Our Fathers', 'Casino Royale', 'Remember Me, My Love', 'Third Person', 'Quantum of Solace', 'Million Dollar Baby']]
Predicted Ans:    The Last Kiss
Predicted Path:   The Last Kiss --[written_by]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss
Path (Raw):       The Last Kiss --[written_by]--> Gabriele Muccino --[(INV) written_by]--> The Last Kiss --[No Operation]--> The Last Kiss
Neg LogProb(↓):   1.408996
Path Entropy(↓):  1.487313
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of the wind and the lion
Start Entity:     The Wind and the Lion
Gold Answer:      [['Robert E. Howard', 'Stephen Coonts', 'Oliver Stone', 'Pierre Schoendoerffer', 'Kevin Reynolds', 'Jeremy Passmore', 'John Milius', 'Carl Ellsworth', 'Dennis Aaberg']]
Predicted Ans:    Oliver Stone
Predicted Path:   The Wind and the Lion --[directed_by]--> John Milius --[(INV) directed_by]--> Conan the Barbarian --[written_by]--> Oliver Stone
Path (Raw):       The Wind and the Lion --[directed_by]--> John Milius --[(INV) directed_by]--> Conan the Barbarian --[written_by]--> Oliver Stone
Neg LogProb(↓):   0.593552
Path Entropy(↓):  1.324351
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by richard donner
Start Entity:     Richard Donner
Gold Answer:      [['Richard Pryor', 'Bruce Willis', 'David Morse', 'Billie Whitelaw', "Frances O'Connor", 'Joss Ackland', 'Scott Schwartz', 'Marlon Brando', 'Julianne Moore', 'Gerard Butler', 'Mel Gibson', 'Gregory Peck', 'Matthew Broderick', 'Paul Walker', 'Michelle Pfeiffer', 'Jackie Gleason', 'Billy Connolly', 'James Garner', 'Ned Beatty', 'Karen Allen', 'Liev Schreiber', 'Julia Roberts', 'Susan George', 'Mitchell Ryan', 'Sylvester Stallone', 'Gene Hackman', 'Bill Murray', 'Lee Remick', 'Gary Busey', 'Charles Bronson', 'David Warner', 'Anouk Aimée', 'Lorraine Bracco', 'Graham Greene', 'John Forsythe', 'Rene Russo', 'Antonio Banderas', 'Elijah Wood', 'Jodie Foster', 'Rutger Hauer', 'Joe Pesci', 'Christopher Reeve', 'Danny Glover', 'Adam Baldwin']]
Predicted Ans:    Charles Bronson
Predicted Path:   Richard Donner --[(INV) directed_by]--> Lola --[starred_actors]--> Charles Bronson
Path (Raw):       Richard Donner --[No Operation]--> Richard Donner --[(INV) directed_by]--> Lola --[starred_actors]--> Charles Bronson
Neg LogProb(↓):   0.709892
Path Entropy(↓):  1.319398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in biloxi blues also appears in which films
Start Entity:     Biloxi Blues
Gold Answer:      [['The Prophecy II', 'The Prophecy', 'Homeboy', 'A View to a Kill', 'Nick of Time', 'Stand Up Guys', 'Excess Baggage', 'Click', 'Inspector Gadget', 'Balls of Fury', 'The Dead Zone', 'The Stepford Wives', 'The Comfort of Strangers', 'The Opportunists', 'King of New York', 'Addicted to Love', 'Communion', 'Diminished Capacity', 'Finding Amanda', 'Ladyhawke', 'The Cable Guy', 'Sarah, Plain and Tall', 'Election', 'At Close Range', 'The Producers', 'The Music Man', 'Deck the Halls', 'Marie and Bruce', 'Batman Returns', 'Wonderful World', 'Infinity', 'The Freshman', 'The Addiction', 'New Rose Hotel', 'Last Man Standing', 'Man on Fire', 'The Deer Hunter', 'The Funeral', 'Suicide Kings', 'Torch Song Trilogy', 'Catch Me If You Can', 'The Dogs of War', 'Out on a Limb', 'You Can Count on Me', 'WarGames', "Heaven's Gate", 'The Road to Wellville', "Ferris Bueller's Day Off", 'The Tale of Despereaux', 'Family Business', 'Glory', 'Man of the Year', 'Kangaroo Jack', 'The Lion King', 'Wedding Crashers', 'Godzilla', 'The Last Shot', 'Brainstorm', 'The Maiden Heist', 'Blast from the Past', 'Kill the Irishman', 'Max Dugan Returns']]
Predicted Ans:    Godzilla
Predicted Path:   Biloxi Blues --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Path (Raw):       Biloxi Blues --[starred_actors]--> Matthew Broderick --[No Operation]--> Matthew Broderick --[(INV) starred_actors]--> Godzilla
Neg LogProb(↓):   0.914775
Path Entropy(↓):  1.727365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was barabbas released
Start Entity:     Barabbas
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Barabbas --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Path (Raw):       Barabbas --[release_year]--> 1961 --[(INV) release_year]--> Five Minutes to Live --[release_year]--> 1961
Neg LogProb(↓):   1.472764
Path Entropy(↓):  3.619419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Josiane balasko was the director on which movies
Start Entity:     Josiane Balasko
Gold Answer:      [['French Twist']]
Predicted Ans:    French Twist
Predicted Path:   Josiane Balasko --[(INV) directed_by]--> French Twist --[directed_by]--> Josiane Balasko --[(INV) directed_by]--> French Twist
Path (Raw):       Josiane Balasko --[(INV) directed_by]--> French Twist --[directed_by]--> Josiane Balasko --[(INV) directed_by]--> French Twist
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000168
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by tony scott
Start Entity:     Tony Scott
Gold Answer:      [['Judge Reinhold', 'Bruce Willis', 'Mickey Rourke', 'Tom Cruise', 'Maureen Stapleton', 'Catherine Deneuve', 'Denzel Washington', 'Will Smith', 'Radha Mitchell', 'Dennis Hopper', 'Robert De Niro', 'Delroy Lindo', 'Stuart Wilson', 'Madeleine Stowe', 'Anthony Quinn', 'Eddie Murphy', 'Christian Slater', 'Chelsea Field', 'Patricia Arquette', 'Noble Willingham', 'Robert Redford', 'David Bowie', 'Anthony Edwards', 'James Garner', 'Nicole Kidman', 'Lauren Bacall', 'Jacqueline Obradors', 'Christopher Walken', 'Lisa Bonet', 'Jon Voight', 'Kim Coates', 'Val Kilmer', 'Robert Duvall', 'Kevin Costner', 'Keira Knightley', 'Susan Sarandon', 'Ronny Cox', 'Gene Hackman', 'Randy Quaid', 'Dakota Fanning', 'Chris Pine', 'Brad Pitt', 'Damon Wayans', 'Wesley Snipes', 'Kelly McGillis']]
Predicted Ans:    Nicole Kidman
Predicted Path:   Tony Scott --[(INV) directed_by]--> Days of Thunder --[starred_actors]--> Nicole Kidman
Path (Raw):       Tony Scott --[No Operation]--> Tony Scott --[(INV) directed_by]--> Days of Thunder --[starred_actors]--> Nicole Kidman
Neg LogProb(↓):   1.020834
Path Entropy(↓):  1.582170
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote attack of the giant leeches
Start Entity:     Attack of the Giant Leeches
Gold Answer:      [['Leo Gordon']]
Predicted Ans:    Leo Gordon
Predicted Path:   Attack of the Giant Leeches --[written_by]--> Leo Gordon --[(INV) written_by]--> You Can't Win 'Em All --[written_by]--> Leo Gordon
Path (Raw):       Attack of the Giant Leeches --[written_by]--> Leo Gordon --[(INV) written_by]--> You Can't Win 'Em All --[written_by]--> Leo Gordon
Neg LogProb(↓):   0.007531
Path Entropy(↓):  0.052179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the eddy duchin story
Start Entity:     The Eddy Duchin Story
Gold Answer:      [['Edmund Goulding', 'Tay Garnett', 'John Byrum', 'Richard Quine', 'Rouben Mamoulian', 'Jill Sprecher', 'Billy Wilder', 'Henry Hathaway', 'Otto Preminger', 'Robert Aldrich', 'John Ford', 'Mark Robson', 'George Sidney', 'Henry King', 'Anatole Litvak', 'Michael Gordon', 'Allan Dwan', 'Archie Mayo', 'Joshua Logan', 'Alfred Hitchcock', 'Clarence Brown', 'Sidney Lanfield', 'Phil Karlson', 'Mike Figgis']]
Predicted Ans:    Joshua Logan
Predicted Path:   The Eddy Duchin Story --[starred_actors]--> Kim Novak --[(INV) starred_actors]--> Picnic --[directed_by]--> Joshua Logan
Path (Raw):       The Eddy Duchin Story --[starred_actors]--> Kim Novak --[(INV) starred_actors]--> Picnic --[directed_by]--> Joshua Logan
Neg LogProb(↓):   0.911697
Path Entropy(↓):  1.749953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie arthur, when was it released
Start Entity:     Arthur
Gold Answer:      [['1981']]
Predicted Ans:    2011
Predicted Path:   Arthur --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Arthur --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.723826
Path Entropy(↓):  4.722412
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by will ferrell were released in which years
Start Entity:     Will Ferrell
Gold Answer:      [['2008', '1998']]
Predicted Ans:    2008
Predicted Path:   Will Ferrell --[(INV) written_by]--> Step Brothers --[release_year]--> 2008
Path (Raw):       Will Ferrell --[No Operation]--> Will Ferrell --[(INV) written_by]--> Step Brothers --[release_year]--> 2008
Neg LogProb(↓):   0.000185
Path Entropy(↓):  0.001778
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of tere bin laden
Start Entity:     Tere Bin Laden
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Tere Bin Laden --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Tere Bin Laden --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.565519
Path Entropy(↓):  4.004708
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by the three stooges meet hercules actors release
Start Entity:     The Three Stooges Meet Hercules
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   The Three Stooges Meet Hercules --[starred_actors]--> Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies --[release_year]--> 1945
Path (Raw):       The Three Stooges Meet Hercules --[starred_actors]--> Moe Howard --[(INV) starred_actors]--> Rockin' in the Rockies --[release_year]--> 1945
Neg LogProb(↓):   0.206033
Path Entropy(↓):  0.519194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for ladyhawke
Start Entity:     Ladyhawke
Gold Answer:      [['Richard Donner']]
Predicted Ans:    Richard Donner
Predicted Path:   Ladyhawke --[directed_by]--> Richard Donner --[(INV) directed_by]--> 16 Blocks --[directed_by]--> Richard Donner
Path (Raw):       Ladyhawke --[directed_by]--> Richard Donner --[(INV) directed_by]--> 16 Blocks --[directed_by]--> Richard Donner
Neg LogProb(↓):   1.114611
Path Entropy(↓):  1.699517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the long voyage home
Start Entity:     The Long Voyage Home
Gold Answer:      [['Greta Garbo', 'Bing Crosby', 'George F. Marion', 'Marie Dressler', 'Mickey Rooney', 'Claire Trevor', 'Ethel Barrymore', 'Fredi Washington', 'Frank H. Wilson', 'Cary Grant', 'Gary Cooper', 'Sophia Loren', 'John Carradine', 'Walter Catlett', 'Philip Merivale', 'Alex Cord', 'Paul Robeson', 'Katharine Hepburn', 'Anthony Perkins', 'Lauri Peters', 'Cliff Richard', 'Una Stubbs', 'Melvyn Hayes', 'Gloria DeHaven', 'Wallace Beery', 'Raymond Massey', 'Michael Redgrave', 'Fredric March', 'Andy Devine', 'Jeanne Crain', 'Ingrid Bergman', 'Lionel Barrymore', 'Preston Foster', 'Heather Angel', 'Margot Grahame', 'Walter Huston', 'Dudley Digges', 'Eric Linden', 'John Wayne', 'Robert Ryan', 'Mike Connors', 'Akim Tamiroff', 'Katina Paxinou', 'Alexander Knox', 'Rosalind Russell', 'Wallace Ford', 'Boris Karloff', 'Frank Morgan', 'Victor McLaglen', 'Reginald Denny', 'Frank Overton', 'Ethel Waters', 'Burl Ives', 'Charles Bickford']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Long Voyage Home --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Path (Raw):       The Long Voyage Home --[written_by]--> Eugene O'Neill --[(INV) written_by]--> The Iceman Cometh --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   1.122655
Path Entropy(↓):  0.676110
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie bad moon are written by who
Start Entity:     Bad Moon
Gold Answer:      [['Walter Hill', 'Danny Lerner', 'Larry Gross', 'Marshall Brickman', 'Eric Red', 'Leon Piedmont', 'Robert Towne', 'Woody Allen', 'William Friedkin', 'Roland Emmerich', 'Kate Kondell', "Jerry O'Connell", 'Keith Allan', 'Delondra Williams', 'John Katzenbach', 'Hank Ketcham', 'Teresa Carpenter', 'Greg Carter', 'Jessica Bendinger', 'Uwe Boll', 'John Hughes', 'Bob Fosse', 'Jeremy Leven', 'Tom DiCillo']]
Predicted Ans:    Eric Red
Predicted Path:   Bad Moon --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon --[written_by]--> Eric Red
Path (Raw):       Bad Moon --[starred_actors]--> Mariel Hemingway --[(INV) starred_actors]--> Bad Moon --[written_by]--> Eric Red
Neg LogProb(↓):   0.777151
Path Entropy(↓):  1.158418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the road to wellville
Start Entity:     The Road to Wellville
Gold Answer:      [['1976', '1980', '1978', '1988', '2009', '1990', '2003', '1991', '1982', '1996', '1999', '1987', '1984']]
Predicted Ans:    1988
Predicted Path:   The Road to Wellville --[directed_by]--> Alan Parker --[(INV) directed_by]--> Mississippi Burning --[release_year]--> 1988
Path (Raw):       The Road to Wellville --[directed_by]--> Alan Parker --[(INV) directed_by]--> Mississippi Burning --[release_year]--> 1988
Neg LogProb(↓):   1.655396
Path Entropy(↓):  2.179135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by dorothy dell
Start Entity:     Dorothy Dell
Gold Answer:      [['Damon Runyon', 'Sam Hellman', 'Gladys Lehman', 'Walter Bernstein', 'William R. Lipman']]
Predicted Ans:    Walter Bernstein
Predicted Path:   Dorothy Dell --[(INV) starred_actors]--> Little Miss Marker --[written_by]--> Walter Bernstein
Path (Raw):       Dorothy Dell --[No Operation]--> Dorothy Dell --[(INV) starred_actors]--> Little Miss Marker --[written_by]--> Walter Bernstein
Neg LogProb(↓):   0.095747
Path Entropy(↓):  0.398619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of enchantment
Start Entity:     Enchantment
Gold Answer:      [['Jarmo Lampela', 'Emeric Pressburger', 'Mark Rydell', 'Jean Renoir', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   Enchantment --[written_by]--> Rumer Godden --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Path (Raw):       Enchantment --[written_by]--> Rumer Godden --[(INV) written_by]--> Black Narcissus --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.020609
Path Entropy(↓):  0.117242
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of night tide
Start Entity:     Night Tide
Gold Answer:      [['Queen of Blood', 'Games', 'Voyage to the Prehistoric Planet']]
Predicted Ans:    Games
Predicted Path:   Night Tide --[written_by]--> Curtis Harrington --[(INV) written_by]--> Games
Path (Raw):       Night Tide --[No Operation]--> Night Tide --[written_by]--> Curtis Harrington --[(INV) written_by]--> Games
Neg LogProb(↓):   1.061448
Path Entropy(↓):  1.354496
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of 20 million miles to earth starred who
Start Entity:     20 Million Miles to Earth
Gold Answer:      [['Mario Van Peebles', 'Kirk Douglas']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   20 Million Miles to Earth --[written_by]--> Christopher Knopf --[(INV) written_by]--> Posse --[starred_actors]--> Mario Van Peebles
Path (Raw):       20 Million Miles to Earth --[written_by]--> Christopher Knopf --[(INV) written_by]--> Posse --[starred_actors]--> Mario Van Peebles
Neg LogProb(↓):   0.009002
Path Entropy(↓):  0.052948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of sisters
Start Entity:     Sisters
Gold Answer:      [['Rachel McAdams', 'Ann Dvorak', 'Osgood Perkins', 'Karen Morley', 'Bruce Willis', 'Nigel Bruce', 'Chloë Grace Moretz', 'Hilary Swank', 'Julianne Moore', 'Basil Rathbone', 'Robert De Niro', 'Gregg Henry', 'Harvey Keitel', 'Carrie Snodgress', 'Ray Sharkey', 'John Travolta', 'Michael Caine', 'Piper Laurie', 'Cliff Robertson', 'Aaron Eckhart', 'Sean Penn', 'Don Cheadle', 'Sissy Spacek', 'Nicolas Cage', 'John Leguizamo', 'Michelle Pfeiffer', 'Jennifer Jones', 'Scarlett Johansson', 'Amy Irving', 'Penelope Ann Miller', 'Connie Nielsen', 'Angie Dickinson', 'Noomi Rapace', 'Rebecca Romijn', 'John Cassavetes', 'Mary Elizabeth Mastrantonio', 'Danny DeVito', 'Laurence Olivier', 'Kevin Costner', 'Lolita Davidovich', 'John Lithgow', 'Nancy Allen', 'Charles Durning', 'Josh Hartnett', 'Carla Gugino', 'Kirk Douglas', 'Steven Bauer', 'Melanie Griffith', 'Sean Connery', 'Dennis Franz', 'Michael J. Fox', 'Craig Wasson', 'Tom Hanks', 'Gary Sinise', 'Antonio Banderas', 'Tim Robbins', 'Paul Muni', 'William Katt', 'Al Pacino', 'Keith Gordon', 'Geneviève Bujold', 'Joe Piscopo', 'Kim Cattrall']]
Predicted Ans:    Robert De Niro
Predicted Path:   Sisters --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[starred_actors]--> Robert De Niro
Path (Raw):       Sisters --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Greetings --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   1.072735
Path Entropy(↓):  1.583816
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in billy two hats
Start Entity:     Billy Two Hats
Gold Answer:      [["Frank O'Rourke", 'William Blinn', 'Gale Sayers', 'Robert Guédiguian', 'Norm MacDonald', 'Luis Puenzo', 'Joseph L. Mankiewicz', 'Israel Zangwill', 'Angus MacPhail', 'Philip Dunne', 'Aída Bortnik', 'John Huston', 'Casey Robinson', 'Donald Hamilton', 'Laura Z. Hobson', 'Ian McLellan Hunter', 'David O. Selznick', 'Sloan Wilson', 'Emeric Pressburger', 'Carl Foreman', 'John Paxton', 'Jed Harris', 'Jerry Sterner', 'David Mamet', 'George Wells', 'James Bridie', 'David Seltzer', 'André De Toth', 'William Bowers', 'Alistair MacLean', 'Gordon Cotler', 'Jerzy Kosinski', 'Sonya Levien', 'Leo Rosten', 'Ray Bradbury', 'Paul Osborn', 'Ira Levin', 'Marjorie Kinnan Rawlings', 'Heck Allen', 'Carlos Fuentes', 'John D. MacDonald', 'John Meehan', 'Nunnally Johnson', 'John Dighton', 'James R. Webb', 'Peter Stone', 'Martin Caidin', 'Herman Melville', 'Howard Fast', 'Dalton Trumbo', 'Robert Zemeckis', 'Bob Gale', 'Marcia Davenport', 'James Leasor', 'Madison Jones', 'William Sellers', 'Nevil Shute', 'Rachid Bouchareb', 'Alvin Sargent', 'Ben Hecht', 'Alma Reville', 'Barry Reed', 'Horton Foote', 'Sy Bartlett', 'Heywood Gould', 'Peter Milne', 'Harper Lee']]
Predicted Ans:    Alistair MacLean
Predicted Path:   Billy Two Hats --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Alistair MacLean
Path (Raw):       Billy Two Hats --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone --[written_by]--> Alistair MacLean
Neg LogProb(↓):   1.306644
Path Entropy(↓):  2.626467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the glass menagerie
Start Entity:     The Glass Menagerie
Gold Answer:      [['1980', '1946', '1944', '1959', '1936', '2006', '1985', '1967', '1935', '1984', '1968', '1939', '1933', '1957', '1951', '2010', '1982', '1973', '1947', '1994', '1956', '1948', '1971', '2001', '1990', '1942', '1940', '1938', '1937', '1981', '1949', '1997', '1975', '1945', '1987', '1952']]
Predicted Ans:    1985
Predicted Path:   The Glass Menagerie --[starred_actors]--> Michael Moriarty --[(INV) starred_actors]--> The Stuff --[release_year]--> 1985
Path (Raw):       The Glass Menagerie --[starred_actors]--> Michael Moriarty --[(INV) starred_actors]--> The Stuff --[release_year]--> 1985
Neg LogProb(↓):   0.686163
Path Entropy(↓):  1.401345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote all quiet on the western front
Start Entity:     All Quiet on the Western Front
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   All Quiet on the Western Front --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[in_language]--> German
Path (Raw):       All Quiet on the Western Front --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[in_language]--> German
Neg LogProb(↓):   1.429706
Path Entropy(↓):  1.535548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in internes can't take money
Start Entity:     Internes Can't Take Money
Gold Answer:      [['Olive Higgins Prouty', 'Edmund Goulding', 'Grace Perkins', 'James Ronald', 'Michael V. Gazzo', 'Robert Lord', 'J. Grubb Alexander', 'Grace Metalious', 'John Twist', 'Donald Hamilton', 'Walter Hart', 'Darryl F. Zanuck', 'Grace Zaring Stone', 'Robert L. Buckner', 'John Dickson Carr', 'Benjamin Glazer', 'Richard Tregaskis', 'Fabrice Canepa', 'Cornell Woolrich', 'Preston Sturges', 'Carl Foreman', 'Edmund H. North', 'Jo Eisinger', 'Clifford Odets', 'Jo Swerling', 'Ketti Frings', 'Owen Wister', 'Lucille Fletcher', 'Claude Binyon', 'Billy Wilder', 'Sidney Kingsley', 'John Patrick', 'Robert Benchley', 'Ernest Haycox', 'Joe David Brown', 'Lewis R. Foster', 'Milton Herbert Gropper', 'Frank Ross', 'Robert Russell', 'Richard Flournoy', 'Gypsy Rose Lee', 'Frank Capra', 'Isobel Lennart', 'Elbert Hubbard', 'Humphrey Pearson', 'Edna Ferber', 'Robert Rossen', 'John Meehan', 'Ursula Parrott', 'John Michael Hayes', 'Samuel Fuller', 'Joan Harrison', 'Charles Bennett', 'Carol Ryrie Brink', 'Bernard C. Schoenfeld', 'Dalton Trumbo', 'James M. Cain', 'Marcia Davenport', 'Robert Riskin', 'Thomas Job', 'Dorothy Mackaye', 'Alfred Hayes', 'Martin Vale', 'Carlton Miles', 'Cameron Hawley', 'Marjorie Carleton', 'Ernest Lehman', 'Robert Bloch', 'Raymond Chandler', 'Richard Connell', 'James Hilton', 'John P. Marquand', 'Monckton Hoffe']]
Predicted Ans:    Lucille Fletcher
Predicted Path:   Internes Can't Take Money --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Sorry, Wrong Number --[written_by]--> Lucille Fletcher
Path (Raw):       Internes Can't Take Money --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Sorry, Wrong Number --[written_by]--> Lucille Fletcher
Neg LogProb(↓):   1.597206
Path Entropy(↓):  2.103083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie house of frankenstein
Start Entity:     House of Frankenstein
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   House of Frankenstein --[release_year]--> 1944 --[(INV) release_year]--> A Canterbury Tale --[release_year]--> 1944
Path (Raw):       House of Frankenstein --[release_year]--> 1944 --[(INV) release_year]--> A Canterbury Tale --[release_year]--> 1944
Neg LogProb(↓):   2.020131
Path Entropy(↓):  3.212339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by keith samples
Start Entity:     Keith Samples
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Keith Samples --[(INV) directed_by]--> A Smile Like Yours --[release_year]--> 1997
Path (Raw):       Keith Samples --[No Operation]--> Keith Samples --[(INV) directed_by]--> A Smile Like Yours --[release_year]--> 1997
Neg LogProb(↓):   0.000007
Path Entropy(↓):  0.000094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with spellbound in
Start Entity:     Spellbound
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Spellbound --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Spellbound --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693454
Path Entropy(↓):  0.696340
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in hannah arendt
Start Entity:     Hannah Arendt
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Hannah Arendt --[starred_actors]--> Barbara Sukowa --[(INV) starred_actors]--> Voyager --[in_language]--> English
Path (Raw):       Hannah Arendt --[starred_actors]--> Barbara Sukowa --[(INV) starred_actors]--> Voyager --[in_language]--> English
Neg LogProb(↓):   0.129812
Path Entropy(↓):  0.519804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of piolo pascual acted films
Start Entity:     Piolo Pascual
Gold Answer:      [['Erik Matti']]
Predicted Ans:    Erik Matti
Predicted Path:   Piolo Pascual --[(INV) starred_actors]--> On the Job --[directed_by]--> Erik Matti
Path (Raw):       Piolo Pascual --[No Operation]--> Piolo Pascual --[(INV) starred_actors]--> On the Job --[directed_by]--> Erik Matti
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of peter sellers
Start Entity:     Peter Sellers
Gold Answer:      [['John Cleese', 'Joseph McGrath', 'Terry Southern']]
Predicted Ans:    Joseph McGrath
Predicted Path:   Peter Sellers --[(INV) written_by]--> The Magic Christian --[written_by]--> Joseph McGrath
Path (Raw):       Peter Sellers --[No Operation]--> Peter Sellers --[(INV) written_by]--> The Magic Christian --[written_by]--> Joseph McGrath
Neg LogProb(↓):   0.501649
Path Entropy(↓):  0.938977
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of elio petri directed films
Start Entity:     Elio Petri
Gold Answer:      [['1962', '1965', '1970']]
Predicted Ans:    1970
Predicted Path:   Elio Petri --[(INV) directed_by]--> Investigation of a Citizen Above Suspicion --[release_year]--> 1970
Path (Raw):       Elio Petri --[No Operation]--> Elio Petri --[(INV) directed_by]--> Investigation of a Citizen Above Suspicion --[release_year]--> 1970
Neg LogProb(↓):   0.849286
Path Entropy(↓):  1.015147
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by roger spottiswoode
Start Entity:     Roger Spottiswoode
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Roger Spottiswoode
Predicted Path:   Roger Spottiswoode --[(INV) directed_by]--> The Best of Times --[directed_by]--> Roger Spottiswoode
Path (Raw):       Roger Spottiswoode --[No Operation]--> Roger Spottiswoode --[(INV) directed_by]--> The Best of Times --[directed_by]--> Roger Spottiswoode
Neg LogProb(↓):   0.157351
Path Entropy(↓):  0.613244
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of muriel resnik written movies
Start Entity:     Muriel Resnik
Gold Answer:      [['Robert Ellis Miller']]
Predicted Ans:    Robert Ellis Miller
Predicted Path:   Muriel Resnik --[(INV) written_by]--> Any Wednesday --[directed_by]--> Robert Ellis Miller
Path (Raw):       Muriel Resnik --[No Operation]--> Muriel Resnik --[(INV) written_by]--> Any Wednesday --[directed_by]--> Robert Ellis Miller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote law abiding citizen
Start Entity:     Law Abiding Citizen
Gold Answer:      [['Paul Verhoeven', 'Kurt Wimmer', 'Phillip Noyce', 'Len Wiseman']]
Predicted Ans:    Phillip Noyce
Predicted Path:   Law Abiding Citizen --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Salt --[directed_by]--> Phillip Noyce
Path (Raw):       Law Abiding Citizen --[written_by]--> Kurt Wimmer --[(INV) written_by]--> Salt --[directed_by]--> Phillip Noyce
Neg LogProb(↓):   0.058676
Path Entropy(↓):  0.272687
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the images director
Start Entity:     Images
Gold Answer:      [['Music', 'Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Images --[directed_by]--> Robert Altman --[(INV) directed_by]--> Beyond Therapy --[has_genre]--> Comedy
Path (Raw):       Images --[directed_by]--> Robert Altman --[(INV) directed_by]--> Beyond Therapy --[has_genre]--> Comedy
Neg LogProb(↓):   0.895017
Path Entropy(↓):  1.390570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by annie mumolo
Start Entity:     Annie Mumolo
Gold Answer:      [['Kristen Wiig', 'Maya Rudolph']]
Predicted Ans:    Maya Rudolph
Predicted Path:   Annie Mumolo --[(INV) written_by]--> Bridesmaids --[starred_actors]--> Maya Rudolph
Path (Raw):       Annie Mumolo --[No Operation]--> Annie Mumolo --[(INV) written_by]--> Bridesmaids --[starred_actors]--> Maya Rudolph
Neg LogProb(↓):   0.002722
Path Entropy(↓):  0.018773
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie not safe for work
Start Entity:     Not Safe for Work
Gold Answer:      [['1995', '2001', '1989', '2010', '1991', '2004', '1999', '1994']]
Predicted Ans:    2001
Predicted Path:   Not Safe for Work --[directed_by]--> Joe Johnston --[(INV) directed_by]--> Jurassic Park III --[release_year]--> 2001
Path (Raw):       Not Safe for Work --[directed_by]--> Joe Johnston --[(INV) directed_by]--> Jurassic Park III --[release_year]--> 2001
Neg LogProb(↓):   0.939698
Path Entropy(↓):  1.363637
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by tab murphy fall under
Start Entity:     Tab Murphy
Gold Answer:      [['Western', 'Adventure', 'Animation']]
Predicted Ans:    Adventure
Predicted Path:   Tab Murphy --[(INV) written_by]--> Tarzan --[has_genre]--> Adventure
Path (Raw):       Tab Murphy --[No Operation]--> Tab Murphy --[(INV) written_by]--> Tarzan --[has_genre]--> Adventure
Neg LogProb(↓):   0.052803
Path Entropy(↓):  0.202713
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is the canal
Start Entity:     The Canal
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Canal --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Path (Raw):       The Canal --[has_genre]--> Horror --[(INV) has_genre]--> Equinox --[has_genre]--> Horror
Neg LogProb(↓):   2.847916
Path Entropy(↓):  4.018342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by massacre at central high actors
Start Entity:     Massacre at Central High
Gold Answer:      [['War', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Massacre at Central High --[starred_actors]--> Robert Carradine --[(INV) starred_actors]--> Massacre at Central High --[has_genre]--> Thriller
Path (Raw):       Massacre at Central High --[starred_actors]--> Robert Carradine --[(INV) starred_actors]--> Massacre at Central High --[has_genre]--> Thriller
Neg LogProb(↓):   0.192617
Path Entropy(↓):  0.510691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of grill point
Start Entity:     Grill Point
Gold Answer:      [['Stopped on Track']]
Predicted Ans:    Stopped on Track
Predicted Path:   Grill Point --[written_by]--> Andreas Dresen --[(INV) written_by]--> Stopped on Track
Path (Raw):       Grill Point --[written_by]--> Andreas Dresen --[(INV) written_by]--> Stopped on Track --[No Operation]--> Stopped on Track
Neg LogProb(↓):   0.301141
Path Entropy(↓):  0.651925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe mystery street
Start Entity:     Mystery Street
Gold Answer:      [['john sturges', 'bd-r']]
Predicted Ans:    john sturges
Predicted Path:   Mystery Street --[has_tags]--> john sturges --[(INV) has_tags]--> The Magnificent Yankee --[has_tags]--> john sturges
Path (Raw):       Mystery Street --[has_tags]--> john sturges --[(INV) has_tags]--> The Magnificent Yankee --[has_tags]--> john sturges
Neg LogProb(↓):   0.007727
Path Entropy(↓):  0.050731
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by repentance actors release
Start Entity:     Repentance
Gold Answer:      [['1995', '2000', '2009', '2001', '2008', '1990', '1992', '2005', '2010', '1991', '1996', '2006', '2004', '1999', '2002', '2012', '2011', '2013']]
Predicted Ans:    2010
Predicted Path:   Repentance --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repo Men --[release_year]--> 2010
Path (Raw):       Repentance --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repo Men --[release_year]--> 2010
Neg LogProb(↓):   1.406978
Path Entropy(↓):  2.545969
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by paul sorvino
Start Entity:     Paul Sorvino
Gold Answer:      [['James Toback', 'Melvin Frank', 'William Monahan', 'Richard Price', 'Renée Taylor', 'Jack Rose', 'Joseph Bologna', 'Larry Cohen']]
Predicted Ans:    Larry Cohen
Predicted Path:   Paul Sorvino --[(INV) starred_actors]--> The Stuff --[written_by]--> Larry Cohen
Path (Raw):       Paul Sorvino --[No Operation]--> Paul Sorvino --[(INV) starred_actors]--> The Stuff --[written_by]--> Larry Cohen
Neg LogProb(↓):   0.380118
Path Entropy(↓):  0.731644
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film how i won the war starred which actors
Start Entity:     How I Won the War
Gold Answer:      [['Lee Montague', 'Roy Kinnear', 'John Lennon', 'Michael Crawford']]
Predicted Ans:    Roy Kinnear
Predicted Path:   How I Won the War --[starred_actors]--> Roy Kinnear --[(INV) starred_actors]--> How I Won the War --[starred_actors]--> Roy Kinnear
Path (Raw):       How I Won the War --[starred_actors]--> Roy Kinnear --[(INV) starred_actors]--> How I Won the War --[starred_actors]--> Roy Kinnear
Neg LogProb(↓):   0.925171
Path Entropy(↓):  1.571150
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of down to earth
Start Entity:     Down to Earth
Gold Answer:      [['Chris Rock', 'Kerry Washington', 'Bernie Mac', 'Rosario Dawson']]
Predicted Ans:    Chris Rock
Predicted Path:   Down to Earth --[written_by]--> Chris Rock --[(INV) written_by]--> Top Five --[starred_actors]--> Chris Rock
Path (Raw):       Down to Earth --[written_by]--> Chris Rock --[(INV) written_by]--> Top Five --[starred_actors]--> Chris Rock
Neg LogProb(↓):   0.024107
Path Entropy(↓):  0.131806
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with belen fabra
Start Entity:     Belén Fabra
Gold Answer:      [['Leonardo Sbaraglia']]
Predicted Ans:    Leonardo Sbaraglia
Predicted Path:   Belén Fabra --[(INV) starred_actors]--> Diary of a Nymphomaniac --[starred_actors]--> Leonardo Sbaraglia
Path (Raw):       Belén Fabra --[No Operation]--> Belén Fabra --[(INV) starred_actors]--> Diary of a Nymphomaniac --[starred_actors]--> Leonardo Sbaraglia
Neg LogProb(↓):   0.074965
Path Entropy(↓):  0.259353
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film black snake moan
Start Entity:     Black Snake Moan
Gold Answer:      [['2011', '1984']]
Predicted Ans:    2011
Predicted Path:   Black Snake Moan --[directed_by]--> Craig Brewer --[(INV) directed_by]--> Footloose --[release_year]--> 2011
Path (Raw):       Black Snake Moan --[directed_by]--> Craig Brewer --[(INV) directed_by]--> Footloose --[release_year]--> 2011
Neg LogProb(↓):   0.648264
Path Entropy(↓):  1.021268
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie holes are directed by who
Start Entity:     Holes
Gold Answer:      [['Ronald Neame', 'Fritz Lang', 'John Schlesinger', 'Mike Nichols', 'Dean Parisot', 'Joseph Anthony', 'Tim Allen', 'David Auburn', 'Franco Zeffirelli', 'Dito Montiel', 'Ivan Reitman', 'Chris Buck', 'James Cameron', 'Mabrouk El Mechri', 'Tony Scott', 'William Friedkin', 'Ethan Coen', 'Michael Apted', 'Wayne Holloway', 'Roman Polanski', 'King Vidor', 'Mark Mylod', 'Fredrik Bond', 'Michael Bay', 'Andy Fickman', 'Eugene Corr', 'John Boorman', 'Martin Ritt', 'Ridley Scott', 'Hal Ashby', 'Jon Amiel', 'Courtney Solomon', "Gavin O'Connor", 'Luis Llosa', 'Francis Ford Coppola', 'Bob Swaim', 'Peter Weir', 'David Mirkin', 'Maximilian Schell', 'Rodrigo Cortés', 'John Hillcoat', 'Steven Spielberg', 'John Singleton', 'Jim Simpson', 'Paul Hoen', 'Francis Lawrence', 'Ang Lee', 'Douglas McGrath', 'Peter Yates', 'Cédric Kahn', 'David Ayer', 'Ash Brannon', 'James Gartner']]
Predicted Ans:    Ivan Reitman
Predicted Path:   Holes --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[directed_by]--> Ivan Reitman
Path (Raw):       Holes --[starred_actors]--> Sigourney Weaver --[(INV) starred_actors]--> Ghostbusters --[directed_by]--> Ivan Reitman
Neg LogProb(↓):   0.796324
Path Entropy(↓):  1.431442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the son of no one
Start Entity:     The Son of No One
Gold Answer:      [['1998', '2009', '2008', '2010', '2006', '2014', '2012', '2011', '2013']]
Predicted Ans:    2014
Predicted Path:   The Son of No One --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[release_year]--> 2014
Path (Raw):       The Son of No One --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> 22 Jump Street --[release_year]--> 2014
Neg LogProb(↓):   0.454402
Path Entropy(↓):  1.125319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by thick as thieves actors release
Start Entity:     Thick as Thieves
Gold Answer:      [['2008', '2003', '1992', '2006', '2007', '1998', '2009', '2004', '2014', '1994', '1995', '2001', '1989', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1991']]
Predicted Ans:    2007
Predicted Path:   Thick as Thieves --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[release_year]--> 2007
Path (Raw):       Thick as Thieves --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty --[release_year]--> 2007
Neg LogProb(↓):   1.327500
Path Entropy(↓):  2.310824
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of bullet to the head
Start Entity:     Bullet to the Head
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Bullet to the Head --[directed_by]--> Walter Hill --[(INV) directed_by]--> Wild Bill --[in_language]--> English
Path (Raw):       Bullet to the Head --[directed_by]--> Walter Hill --[(INV) directed_by]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.566248
Path Entropy(↓):  0.684310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - directed films with brian taylor
Start Entity:     Brian Taylor
Gold Answer:      [['Mark Neveldine']]
Predicted Ans:    Mark Neveldine
Predicted Path:   Brian Taylor --[(INV) directed_by]--> Gamer --[directed_by]--> Mark Neveldine
Path (Raw):       Brian Taylor --[No Operation]--> Brian Taylor --[(INV) directed_by]--> Gamer --[directed_by]--> Mark Neveldine
Neg LogProb(↓):   0.725963
Path Entropy(↓):  1.177033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor bjork co - starred with who
Start Entity:     Björk
Gold Answer:      [['Catherine Deneuve', 'Matthew Barney', 'David Morse', 'Peter Stormare']]
Predicted Ans:    Matthew Barney
Predicted Path:   Björk --[(INV) starred_actors]--> Drawing Restraint 9 --[starred_actors]--> Matthew Barney
Path (Raw):       Björk --[No Operation]--> Björk --[(INV) starred_actors]--> Drawing Restraint 9 --[starred_actors]--> Matthew Barney
Neg LogProb(↓):   0.048534
Path Entropy(↓):  0.190843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the boob actors
Start Entity:     The Boob
Gold Answer:      [['Lukas Heller', 'Henry Farrell', 'Edna L. Lee', 'Diane English', 'Jane Murfin', 'Clare Boothe Luce', 'Rachel Crothers', 'A. Carter Goodloe', 'Zachary Gold', 'Frederick Lonsdale', 'Clifford Odets', 'John Gilling', 'Peter Bryan', 'William H. Macy', 'Aben Kandel', 'Jan Lustig', 'Roy Chanslor', 'Jean Rouverol', 'Ursula Curtiss', 'Bernard Girard', 'Edward Rugoff', 'Dariel Telfer', 'Ranald MacDougall', 'William P. McGivern', 'Ainsworth Morgan', 'Jack Jevne', 'Jerry Paris', 'Samuel Hopkins Adams', 'Stephen Morehouse Avery', 'Hall Bartlett', 'Edward Barry Roberts', 'Lucien Hubbard', 'Lenore J. Coffee', 'Robert Smith', 'Edna Sherry', 'James Warner Bellah', 'Donald Ogden Stewart', 'Tod Browning', 'Ben Ames Williams', 'Philip Yordan', 'John Michael Hayes', 'Ferenc Molnár', 'Francis de Croisset', 'James M. Cain', 'Hugo Butler', 'Ted Shane', 'S.K. Lauren', 'Henry F. Greenberg', 'Robert Wilder', 'Bayard Veiller', 'James Gunn', 'Nicholas Monsarrat', 'George Kelly', 'Anita Loos', 'Richard Sale', 'Lawrence Hazard', 'Fannie Hurst', 'Robert Bloch', 'Silvia Richards', 'Edgar Selwyn', 'George Worthing Yates', 'Charles MacArthur', 'Elizabeth Janeway', 'Rita Weiman', 'David Hertz', 'Michael Gottlieb', 'Helen MacInnes', 'Joseph L. Mankiewicz', 'Charles Kaufman', 'Thomas B. Allen']]
Predicted Ans:    Ranald MacDougall
Predicted Path:   The Boob --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Path (Raw):       The Boob --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Possessed --[written_by]--> Ranald MacDougall
Neg LogProb(↓):   1.678624
Path Entropy(↓):  2.984797
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of mr. popper's penguins
Start Entity:     Mr. Popper's Penguins
Gold Answer:      [['Family', 'Fantasy', 'Adventure', 'Comedy']]
Predicted Ans:    Fantasy
Predicted Path:   Mr. Popper's Penguins --[directed_by]--> Mark Waters --[(INV) directed_by]--> Vampire Academy --[has_genre]--> Fantasy
Path (Raw):       Mr. Popper's Penguins --[directed_by]--> Mark Waters --[(INV) directed_by]--> Vampire Academy --[has_genre]--> Fantasy
Neg LogProb(↓):   0.096776
Path Entropy(↓):  0.371993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of road to rio
Start Entity:     Road to Rio
Gold Answer:      [['1947']]
Predicted Ans:    1947
Predicted Path:   Road to Rio --[release_year]--> 1947 --[(INV) release_year]--> Nightmare Alley --[release_year]--> 1947
Path (Raw):       Road to Rio --[release_year]--> 1947 --[(INV) release_year]--> Nightmare Alley --[release_year]--> 1947
Neg LogProb(↓):   1.922678
Path Entropy(↓):  2.996247
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the anniversary director
Start Entity:     The Anniversary
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Anniversary --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[has_genre]--> Drama
Path (Raw):       The Anniversary --[directed_by]--> Roy Ward Baker --[(INV) directed_by]--> Inferno --[has_genre]--> Drama
Neg LogProb(↓):   0.976150
Path Entropy(↓):  2.123802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by tawanda manyimo
Start Entity:     Tawanda Manyimo
Gold Answer:      [['David Michôd', 'Joel Edgerton']]
Predicted Ans:    Joel Edgerton
Predicted Path:   Tawanda Manyimo --[(INV) starred_actors]--> The Rover --[written_by]--> Joel Edgerton
Path (Raw):       Tawanda Manyimo --[No Operation]--> Tawanda Manyimo --[(INV) starred_actors]--> The Rover --[written_by]--> Joel Edgerton
Neg LogProb(↓):   0.453965
Path Entropy(↓):  0.656183
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by julie anne robinson
Start Entity:     Julie Anne Robinson
Gold Answer:      [['2012', '2010', '2007']]
Predicted Ans:    2012
Predicted Path:   Julie Anne Robinson --[(INV) directed_by]--> One for the Money --[release_year]--> 2012
Path (Raw):       Julie Anne Robinson --[No Operation]--> Julie Anne Robinson --[(INV) directed_by]--> One for the Money --[release_year]--> 2012
Neg LogProb(↓):   0.204162
Path Entropy(↓):  0.601974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Zulu dawn, when was it released
Start Entity:     Zulu Dawn
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Zulu Dawn --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Path (Raw):       Zulu Dawn --[release_year]--> 1979 --[(INV) release_year]--> Running --[release_year]--> 1979
Neg LogProb(↓):   2.294087
Path Entropy(↓):  3.509291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by dustin lance black
Start Entity:     Dustin Lance Black
Gold Answer:      [['Carrie Preston', 'Jennifer Connelly', 'Ed Harris']]
Predicted Ans:    Jennifer Connelly
Predicted Path:   Dustin Lance Black --[(INV) directed_by]--> Virginia --[starred_actors]--> Jennifer Connelly
Path (Raw):       Dustin Lance Black --[No Operation]--> Dustin Lance Black --[(INV) directed_by]--> Virginia --[starred_actors]--> Jennifer Connelly
Neg LogProb(↓):   0.423489
Path Entropy(↓):  0.647554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for the pawnbroker
Start Entity:     The Pawnbroker
Gold Answer:      [['Sidney Lumet']]
Predicted Ans:    Sidney Lumet
Predicted Path:   The Pawnbroker --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Prince of the City --[directed_by]--> Sidney Lumet
Path (Raw):       The Pawnbroker --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Prince of the City --[directed_by]--> Sidney Lumet
Neg LogProb(↓):   0.804298
Path Entropy(↓):  1.351674
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does gwenaelle simon act in
Start Entity:     Gwenaëlle Simon
Gold Answer:      [["A Summer's Tale"]]
Predicted Ans:    A Summer's Tale
Predicted Path:   Gwenaëlle Simon --[(INV) starred_actors]--> A Summer's Tale --[starred_actors]--> Gwenaëlle Simon --[(INV) starred_actors]--> A Summer's Tale
Path (Raw):       Gwenaëlle Simon --[(INV) starred_actors]--> A Summer's Tale --[starred_actors]--> Gwenaëlle Simon --[(INV) starred_actors]--> A Summer's Tale
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by high risk actors release
Start Entity:     High Risk
Gold Answer:      [['1954', '1959', '1993', '1967', '1979', '1974', '1977', '1968', '1963', '1939', '1957', '1973', '1953', '1956', '1943', '1995', '1976', '1972', '1990', '1989', '1942', '1996', '2002', '1981', '2012', '1961', '2011', '1962', '1964', '1975', '1966', '1960', '2005', '1991', '1965', '1945', '1969', '1952', '1958']]
Predicted Ans:    1975
Predicted Path:   High Risk --[starred_actors]--> James Coburn --[(INV) starred_actors]--> Bite the Bullet --[release_year]--> 1975
Path (Raw):       High Risk --[starred_actors]--> James Coburn --[(INV) starred_actors]--> Bite the Bullet --[release_year]--> 1975
Neg LogProb(↓):   1.141243
Path Entropy(↓):  2.411861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in sleep with me
Start Entity:     Sleep with Me
Gold Answer:      [['Meg Tilly', 'Eric Stoltz', 'Craig Sheffer']]
Predicted Ans:    Meg Tilly
Predicted Path:   Sleep with Me --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Leaving Normal --[starred_actors]--> Meg Tilly
Path (Raw):       Sleep with Me --[starred_actors]--> Meg Tilly --[(INV) starred_actors]--> Leaving Normal --[starred_actors]--> Meg Tilly
Neg LogProb(↓):   0.021095
Path Entropy(↓):  0.116858
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of laia marull acted films
Start Entity:     Laia Marull
Gold Answer:      [['Yannis Smaragdis', 'Icíar Bollaín', 'Jackie Pavlenko', 'Dimitris Siatopoulos']]
Predicted Ans:    Icíar Bollaín
Predicted Path:   Laia Marull --[(INV) starred_actors]--> Take My Eyes --[written_by]--> Icíar Bollaín
Path (Raw):       Laia Marull --[No Operation]--> Laia Marull --[(INV) starred_actors]--> Take My Eyes --[written_by]--> Icíar Bollaín
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000177
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the great ecstasy of woodcarver steiner
Start Entity:     The Great Ecstasy of Woodcarver Steiner
Gold Answer:      [['Werner Herzog', 'Les Blank', 'Denis Reichle', 'Ericson Core']]
Predicted Ans:    Werner Herzog
Predicted Path:   The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[directed_by]--> Werner Herzog
Path (Raw):       The Great Ecstasy of Woodcarver Steiner --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[directed_by]--> Werner Herzog
Neg LogProb(↓):   1.036550
Path Entropy(↓):  2.178455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of cabaret
Start Entity:     Cabaret
Gold Answer:      [['Sweet Charity', 'Star 80', 'Lenny', 'All That Jazz']]
Predicted Ans:    Star 80
Predicted Path:   Cabaret --[directed_by]--> Bob Fosse --[(INV) directed_by]--> Star 80
Path (Raw):       Cabaret --[No Operation]--> Cabaret --[directed_by]--> Bob Fosse --[(INV) directed_by]--> Star 80
Neg LogProb(↓):   0.108547
Path Entropy(↓):  0.441657
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the the wiz director
Start Entity:     The Wiz
Gold Answer:      [['Biography', 'Drama', 'War', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Wiz --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Bye Bye Braverman --[has_genre]--> Comedy
Path (Raw):       The Wiz --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Bye Bye Braverman --[has_genre]--> Comedy
Neg LogProb(↓):   1.400662
Path Entropy(↓):  1.997000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by edward l. cahn
Start Entity:     Edward L. Cahn
Gold Answer:      [['Richard Denning', 'Michael Granger']]
Predicted Ans:    Richard Denning
Predicted Path:   Edward L. Cahn --[(INV) directed_by]--> Creature with the Atom Brain --[starred_actors]--> Richard Denning
Path (Raw):       Edward L. Cahn --[No Operation]--> Edward L. Cahn --[(INV) directed_by]--> Creature with the Atom Brain --[starred_actors]--> Richard Denning
Neg LogProb(↓):   0.001622
Path Entropy(↓):  0.012090
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with national lampoon's senior trip in
Start Entity:     National Lampoon's Senior Trip
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   National Lampoon's Senior Trip --[directed_by]--> Kelly Makin --[(INV) directed_by]--> Mickey Blue Eyes --[in_language]--> English
Path (Raw):       National Lampoon's Senior Trip --[directed_by]--> Kelly Makin --[(INV) directed_by]--> Mickey Blue Eyes --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by santiago segura
Start Entity:     Santiago Segura
Gold Answer:      [['Neus Asensi', 'Javier Cámara']]
Predicted Ans:    Javier Cámara
Predicted Path:   Santiago Segura --[(INV) directed_by]--> Torrente, el brazo tonto de la ley --[starred_actors]--> Javier Cámara
Path (Raw):       Santiago Segura --[No Operation]--> Santiago Segura --[(INV) directed_by]--> Torrente, el brazo tonto de la ley --[starred_actors]--> Javier Cámara
Neg LogProb(↓):   0.352781
Path Entropy(↓):  0.882684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did justin haythe write
Start Entity:     Justin Haythe
Gold Answer:      [['The Clearing']]
Predicted Ans:    The Clearing
Predicted Path:   Justin Haythe --[(INV) written_by]--> The Clearing --[written_by]--> Justin Haythe --[(INV) written_by]--> The Clearing
Path (Raw):       Justin Haythe --[(INV) written_by]--> The Clearing --[written_by]--> Justin Haythe --[(INV) written_by]--> The Clearing
Neg LogProb(↓):   0.000638
Path Entropy(↓):  0.005327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter gabrielle upton co - wrote films with who
Start Entity:     Gabrielle Upton
Gold Answer:      [['Frederick Kohner']]
Predicted Ans:    Frederick Kohner
Predicted Path:   Gabrielle Upton --[(INV) written_by]--> Gidget --[written_by]--> Frederick Kohner
Path (Raw):       Gabrielle Upton --[No Operation]--> Gabrielle Upton --[(INV) written_by]--> Gidget --[written_by]--> Frederick Kohner
Neg LogProb(↓):   0.002832
Path Entropy(↓):  0.019417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does carla balenda act in
Start Entity:     Carla Balenda
Gold Answer:      [['The Whip Hand']]
Predicted Ans:    The Whip Hand
Predicted Path:   Carla Balenda --[(INV) starred_actors]--> The Whip Hand --[starred_actors]--> Elliott Reid --[(INV) starred_actors]--> The Whip Hand
Path (Raw):       Carla Balenda --[(INV) starred_actors]--> The Whip Hand --[starred_actors]--> Elliott Reid --[(INV) starred_actors]--> The Whip Hand
Neg LogProb(↓):   0.000192
Path Entropy(↓):  0.001838
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by josef von sternberg
Start Entity:     Josef von Sternberg
Gold Answer:      [['John Dos Passos', 'Carl Zuckmayer', 'Joseph Anthony', 'Manuel Komroff', 'Menahem Golan', 'John Monk Saunders', 'Robert Liebmann', 'Heinrich Mann', 'Karl Vollmöller', 'Aki Kaurismäki', 'Benno Vigny', 'John Colton', 'Herman J. Mankiewicz', 'Harry Hervey', 'S.K. Lauren', 'John F. Goodrich', 'Len Wiseman', 'Jules Furthman', 'Fyodor Dostoevsky', 'Pierre Louÿs']]
Predicted Ans:    Carl Zuckmayer
Predicted Path:   Josef von Sternberg --[(INV) directed_by]--> The Blue Angel --[written_by]--> Carl Zuckmayer
Path (Raw):       Josef von Sternberg --[No Operation]--> Josef von Sternberg --[(INV) directed_by]--> The Blue Angel --[written_by]--> Carl Zuckmayer
Neg LogProb(↓):   1.935454
Path Entropy(↓):  2.661063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with appointment with death in
Start Entity:     Appointment with Death
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Appointment with Death --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Sleuth --[in_language]--> Italian
Path (Raw):       Appointment with Death --[written_by]--> Anthony Shaffer --[(INV) written_by]--> Sleuth --[in_language]--> Italian
Neg LogProb(↓):   0.701923
Path Entropy(↓):  0.747656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of leticia bredice starred movies
Start Entity:     Leticia Brédice
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Leticia Brédice --[(INV) starred_actors]--> Nine Queens --[release_year]--> 2000
Path (Raw):       Leticia Brédice --[No Operation]--> Leticia Brédice --[(INV) starred_actors]--> Nine Queens --[release_year]--> 2000
Neg LogProb(↓):   0.000045
Path Entropy(↓):  0.000491
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed house of 1000 corpses
Start Entity:     House of 1000 Corpses
Gold Answer:      [['1978', '2009', '2005', '1981', '2012', '2007']]
Predicted Ans:    1978
Predicted Path:   House of 1000 Corpses --[directed_by]--> Rob Zombie --[(INV) directed_by]--> Halloween --[release_year]--> 1978
Path (Raw):       House of 1000 Corpses --[directed_by]--> Rob Zombie --[(INV) directed_by]--> Halloween --[release_year]--> 1978
Neg LogProb(↓):   0.926092
Path Entropy(↓):  1.939540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in midnight
Start Entity:     Midnight
Gold Answer:      [['John Barrymore', 'Don Ameche', 'Claudette Colbert', 'Francis Lederer']]
Predicted Ans:    Don Ameche
Predicted Path:   Midnight --[starred_actors]--> Don Ameche --[(INV) starred_actors]--> Things Change --[starred_actors]--> Don Ameche
Path (Raw):       Midnight --[starred_actors]--> Don Ameche --[(INV) starred_actors]--> Things Change --[starred_actors]--> Don Ameche
Neg LogProb(↓):   0.066520
Path Entropy(↓):  0.251602
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the bonfire of the vanities
Start Entity:     The Bonfire of the Vanities
Gold Answer:      [['Lamont Johnson', 'Michael Cristofer']]
Predicted Ans:    Lamont Johnson
Predicted Path:   The Bonfire of the Vanities --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Last American Hero --[directed_by]--> Lamont Johnson
Path (Raw):       The Bonfire of the Vanities --[written_by]--> Tom Wolfe --[(INV) written_by]--> The Last American Hero --[directed_by]--> Lamont Johnson
Neg LogProb(↓):   0.002222
Path Entropy(↓):  0.015914
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of don roos
Start Entity:     Don Roos
Gold Answer:      [['Ayelet Waldman', 'Melissa Stack']]
Predicted Ans:    Don Roos
Predicted Path:   Don Roos --[(INV) written_by]--> Bounce --[written_by]--> Don Roos
Path (Raw):       Don Roos --[No Operation]--> Don Roos --[(INV) written_by]--> Bounce --[written_by]--> Don Roos
Neg LogProb(↓):   0.143674
Path Entropy(↓):  0.438292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which topics is movie doom about
Start Entity:     Doom
Gold Answer:      [['horror', 'mars', 'monsters']]
Predicted Ans:    mars
Predicted Path:   Doom --[has_tags]--> mars --[(INV) has_tags]--> Capricorn One --[has_tags]--> mars
Path (Raw):       Doom --[has_tags]--> mars --[(INV) has_tags]--> Capricorn One --[has_tags]--> mars
Neg LogProb(↓):   0.271991
Path Entropy(↓):  0.788982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did laurie bird star in
Start Entity:     Laurie Bird
Gold Answer:      [['Two-Lane Blacktop']]
Predicted Ans:    Two-Lane Blacktop
Predicted Path:   Laurie Bird --[(INV) starred_actors]--> Two-Lane Blacktop --[starred_actors]--> Laurie Bird --[(INV) starred_actors]--> Two-Lane Blacktop
Path (Raw):       Laurie Bird --[(INV) starred_actors]--> Two-Lane Blacktop --[starred_actors]--> Laurie Bird --[(INV) starred_actors]--> Two-Lane Blacktop
Neg LogProb(↓):   0.080388
Path Entropy(↓):  0.283544
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie never talk to strangers were in which genres
Start Entity:     Never Talk to Strangers
Gold Answer:      [['Music', 'Sport', 'Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Never Talk to Strangers --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Path (Raw):       Never Talk to Strangers --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Neg LogProb(↓):   0.679073
Path Entropy(↓):  1.423842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in westward ho
Start Entity:     Westward Ho
Gold Answer:      [['John Wayne']]
Predicted Ans:    John Wayne
Predicted Path:   Westward Ho --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Path (Raw):       Westward Ho --[starred_actors]--> John Wayne --[(INV) starred_actors]--> West of the Divide --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.885125
Path Entropy(↓):  1.409170
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by norman taurog
Start Entity:     Norman Taurog
Gold Answer:      [['Mark Twain', 'Nelson Gidding', 'Ernst Lubitsch', 'Guy Bolton', 'Eleanore Griffin', 'John V.A. Weaver', 'John Meehan', 'Dore Schary', 'Sidney Sheldon', 'Sam Mintz', 'Don Marquis', 'Percy Crosby', 'Weldon Hill', 'Robert Hardy Andrews', 'Norman Z. McLeod', 'Joseph L. Mankiewicz', 'Dorothy Cooper']]
Predicted Ans:    Norman Taurog
Predicted Path:   Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Path (Raw):       Norman Taurog --[No Operation]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Neg LogProb(↓):   0.567037
Path Entropy(↓):  1.461034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What films did sally kirkland act in
Start Entity:     Sally Kirkland
Gold Answer:      [['Coming Apart', 'Anna', 'The Haunted']]
Predicted Ans:    Coming Apart
Predicted Path:   Sally Kirkland --[(INV) starred_actors]--> Coming Apart --[starred_actors]--> Sally Kirkland --[(INV) starred_actors]--> Coming Apart
Path (Raw):       Sally Kirkland --[(INV) starred_actors]--> Coming Apart --[starred_actors]--> Sally Kirkland --[(INV) starred_actors]--> Coming Apart
Neg LogProb(↓):   0.062896
Path Entropy(↓):  0.245982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by michael stewart starred which actors
Start Entity:     Michael Stewart
Gold Answer:      [['Dick Van Dyke', 'Maureen Stapleton', 'Janet Leigh']]
Predicted Ans:    Dick Van Dyke
Predicted Path:   Michael Stewart --[(INV) written_by]--> Bye Bye Birdie --[starred_actors]--> Dick Van Dyke
Path (Raw):       Michael Stewart --[No Operation]--> Michael Stewart --[(INV) written_by]--> Bye Bye Birdie --[starred_actors]--> Dick Van Dyke
Neg LogProb(↓):   0.054309
Path Entropy(↓):  0.262573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who appeared in the same movie with derrick sanders
Start Entity:     Derrick Sanders
Gold Answer:      [['Teresa Garrett', 'Keri Jo Chapman', 'Timothy Vahle']]
Predicted Ans:    Derrick Sanders
Predicted Path:   Derrick Sanders --[(INV) starred_actors]--> It's in the Water --[starred_actors]--> Derrick Sanders
Path (Raw):       Derrick Sanders --[No Operation]--> Derrick Sanders --[(INV) starred_actors]--> It's in the Water --[starred_actors]--> Derrick Sanders
Neg LogProb(↓):   0.039341
Path Entropy(↓):  0.165906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films directed by ringo lam release
Start Entity:     Ringo Lam
Gold Answer:      [['2009', '2001', '2003', '1992', '1996', '1987', '2007']]
Predicted Ans:    2009
Predicted Path:   Ringo Lam --[(INV) directed_by]--> Triangle --[release_year]--> 2009
Path (Raw):       Ringo Lam --[No Operation]--> Ringo Lam --[(INV) directed_by]--> Triangle --[release_year]--> 2009
Neg LogProb(↓):   0.702634
Path Entropy(↓):  0.770504
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the lost prince
Start Entity:     The Lost Prince
Gold Answer:      [['Stephen Poliakoff']]
Predicted Ans:    Stephen Poliakoff
Predicted Path:   The Lost Prince --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Path (Raw):       The Lost Prince --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Neg LogProb(↓):   0.184042
Path Entropy(↓):  0.680255
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by barbara stanwyck were directed by who
Start Entity:     Barbara Stanwyck
Gold Answer:      [['Robert Wise', 'Fritz Lang', 'Cecil B. DeMille', 'Howard Bretherton', 'Leigh Jason', 'Rudolph Maté', 'Fletcher Markle', 'William A. Wellman', 'Mervyn LeRoy', 'Gerd Oswald', 'Preston Sturges', 'Lewis Milestone', 'Billy Wilder', 'King Vidor', 'Alfred E. Green', 'George Marshall', 'Anthony Mann', 'Frank Capra', 'Anatole Litvak', 'Douglas Sirk', 'Allan Dwan', 'Wesley Ruggles', 'Mitchell Leisen', 'Samuel Fuller', 'Alfred Santell', 'John Sturges', 'William Keighley', 'Peter Godfrey', 'Robert Siodmak', 'John Farrow', 'George Stevens', 'William Castle', 'Sidney Lanfield', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    Billy Wilder
Predicted Path:   Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Path (Raw):       Barbara Stanwyck --[No Operation]--> Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.200416
Path Entropy(↓):  2.059452
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by fabian bielinsky
Start Entity:     Fabián Bielinsky
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Fabián Bielinsky --[(INV) written_by]--> Nine Queens --[has_genre]--> Drama
Path (Raw):       Fabián Bielinsky --[No Operation]--> Fabián Bielinsky --[(INV) written_by]--> Nine Queens --[has_genre]--> Drama
Neg LogProb(↓):   0.023997
Path Entropy(↓):  0.112167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of performance also wrote which films
Start Entity:     Performance
Gold Answer:      [['White of the Eye']]
Predicted Ans:    Performance
Predicted Path:   Performance --[written_by]--> Donald Cammell --[(INV) written_by]--> Performance
Path (Raw):       Performance --[written_by]--> Donald Cammell --[(INV) written_by]--> Performance --[No Operation]--> Performance
Neg LogProb(↓):   0.005089
Path Entropy(↓):  0.031884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What is the genre of the film road to perdition
Start Entity:     Road to Perdition
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Road to Perdition --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Road to Perdition --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.768766
Path Entropy(↓):  3.082243
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the bostonians
Start Entity:     The Bostonians
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Bostonians --[written_by]--> Henry James --[(INV) written_by]--> The Green Room --[in_language]--> French
Path (Raw):       The Bostonians --[written_by]--> Henry James --[(INV) written_by]--> The Green Room --[in_language]--> French
Neg LogProb(↓):   0.001745
Path Entropy(↓):  0.013254
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by rahul bhat release
Start Entity:     Rahul Bhat
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Rahul Bhat --[(INV) starred_actors]--> Ugly --[release_year]--> 2013
Path (Raw):       Rahul Bhat --[No Operation]--> Rahul Bhat --[(INV) starred_actors]--> Ugly --[release_year]--> 2013
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for bilitis
Start Entity:     Bilitis
Gold Answer:      [['David Hamilton']]
Predicted Ans:    David Hamilton
Predicted Path:   Bilitis --[directed_by]--> David Hamilton --[(INV) directed_by]--> Bilitis --[directed_by]--> David Hamilton
Path (Raw):       Bilitis --[directed_by]--> David Hamilton --[(INV) directed_by]--> Bilitis --[directed_by]--> David Hamilton
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film some like it hot were in which languages
Start Entity:     Some Like It Hot
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Some Like It Hot --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[in_language]--> Italian
Path (Raw):       Some Like It Hot --[starred_actors]--> Jack Lemmon --[(INV) starred_actors]--> Avanti! --[in_language]--> Italian
Neg LogProb(↓):   0.067047
Path Entropy(↓):  0.279285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of david belasco written films
Start Entity:     David Belasco
Gold Answer:      [['William A. Wellman']]
Predicted Ans:    William A. Wellman
Predicted Path:   David Belasco --[(INV) written_by]--> The Hatchet Man --[directed_by]--> William A. Wellman
Path (Raw):       David Belasco --[No Operation]--> David Belasco --[(INV) written_by]--> The Hatchet Man --[directed_by]--> William A. Wellman
Neg LogProb(↓):   0.116326
Path Entropy(↓):  0.346128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie somebody up there likes me
Start Entity:     Somebody Up There Likes Me
Gold Answer:      [['Frank De Felitta', 'Don Mankiewicz', 'Barbara Graham', 'Nelson Gidding', 'Ed Montgomery', 'N. Richard Nash', 'Hugh Gray', 'John Twist', 'Michael Crichton', 'Howard Lindsay', 'Russel Crouse', 'Harry Bates', 'Edmund H. North', 'Ernest Lehman', 'William Link', 'Jack Schaefer', 'Michael M. Mooney', 'Richard Levinson', 'Robert Louis Stevenson', 'Val Lewton', 'DeWitt Bodeen', 'William P. McGivern', 'William Gibson', 'Cornelia Baird Gross', 'Luke Short', 'Abraham Polonsky', 'Cameron Hawley', 'Shirley Jackson', 'Art Cohn', 'Joseph Moncure March', 'John O. Killens', 'Robert Anderson', 'Arthur Laurents', 'William Fairchild', 'Richard McKenna', 'Jerome Robbins']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Somebody Up There Likes Me --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[written_by]--> Ernest Lehman
Path (Raw):       Somebody Up There Likes Me --[directed_by]--> Robert Wise --[(INV) directed_by]--> Executive Suite --[written_by]--> Ernest Lehman
Neg LogProb(↓):   0.787356
Path Entropy(↓):  1.332627
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie beyond the hills
Start Entity:     Beyond the Hills
Gold Answer:      [['Cristian Mungiu']]
Predicted Ans:    Cristian Mungiu
Predicted Path:   Beyond the Hills --[directed_by]--> Cristian Mungiu --[(INV) directed_by]--> Occident --[written_by]--> Cristian Mungiu
Path (Raw):       Beyond the Hills --[directed_by]--> Cristian Mungiu --[(INV) directed_by]--> Occident --[written_by]--> Cristian Mungiu
Neg LogProb(↓):   0.267345
Path Entropy(↓):  0.555460
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by steampunk
Start Entity:     steampunk
Gold Answer:      [['Wild Wild West', 'The League of Extraordinary Gentlemen']]
Predicted Ans:    Wild Wild West
Predicted Path:   steampunk --[(INV) has_tags]--> Wild Wild West --[has_tags]--> steampunk --[(INV) has_tags]--> Wild Wild West
Path (Raw):       steampunk --[(INV) has_tags]--> Wild Wild West --[has_tags]--> steampunk --[(INV) has_tags]--> Wild Wild West
Neg LogProb(↓):   0.057376
Path Entropy(↓):  0.266762
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of take the money and run
Start Entity:     Take the Money and Run
Gold Answer:      [['Rachel McAdams', 'Elaine Stritch', 'Larry David', 'Louise Lasser', "The Lovin' Spoonful", 'Jessica Harper', 'Anthony Hopkins', 'Michael McKean', 'Tracey Ullman', 'Rebecca Hall', 'Richard Jordan', 'Mary Beth Hurt', 'Woody Allen', 'Michael Caine', 'Gena Rowlands', 'Diane Keaton', 'Kristin Griffith', 'Julie Hagerty', 'Joe Mantegna', 'Elizabeth Berkley', 'Dianne Wiest', 'Martin Landau', 'John Schuck', 'Jackie Gleason', 'Scarlett Johansson', 'Gemma Jones', 'Matthew Goode', 'Owen Wilson', 'Jason Biggs', 'Ted Bessell', 'Barbara Hershey', 'Jonathan Rhys Meyers', 'William Hurt', 'Cate Blanchett', 'Beatriz Batarda', 'Ana Bustorff', 'Miguel Guilherme', 'Nuno Lopes', 'Colin Firth', 'Carrie Fisher', 'Mia Farrow', 'Michael Murphy', 'Edward Norton', 'Mariel Hemingway', 'Charlotte Rampling', 'Sydney Pollack', 'Denholm Elliott', 'Drew Barrymore', 'Estelle Parsons', 'Kristýna Kohoutová', 'Pauline Collins']]
Predicted Ans:    Mia Farrow
Predicted Path:   Take the Money and Run --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Path (Raw):       Take the Money and Run --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.521026
Path Entropy(↓):  1.820599
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by joe anderson were directed by who
Start Entity:     Joe Anderson
Gold Answer:      [['Anton Corbijn', 'Gary Yates', 'Julie Taymor']]
Predicted Ans:    Gary Yates
Predicted Path:   Joe Anderson --[(INV) starred_actors]--> High Life --[directed_by]--> Gary Yates
Path (Raw):       Joe Anderson --[No Operation]--> Joe Anderson --[(INV) starred_actors]--> High Life --[directed_by]--> Gary Yates
Neg LogProb(↓):   0.092266
Path Entropy(↓):  0.307395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the perfectly normal director
Start Entity:     Perfectly Normal
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'History']]
Predicted Ans:    Comedy
Predicted Path:   Perfectly Normal --[directed_by]--> Yves Simoneau --[(INV) directed_by]--> Free Money --[has_genre]--> Comedy
Path (Raw):       Perfectly Normal --[directed_by]--> Yves Simoneau --[(INV) directed_by]--> Free Money --[has_genre]--> Comedy
Neg LogProb(↓):   0.297162
Path Entropy(↓):  0.661130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about rob zombie
Start Entity:     rob zombie
Gold Answer:      [['The Lords of Salem', 'Halloween', 'The Haunted World of El Superbeasto', "The Devil's Rejects", 'House of 1000 Corpses']]
Predicted Ans:    The Devil's Rejects
Predicted Path:   rob zombie --[(INV) has_tags]--> The Devil's Rejects --[has_tags]--> rob zombie --[(INV) has_tags]--> The Devil's Rejects
Path (Raw):       rob zombie --[(INV) has_tags]--> The Devil's Rejects --[has_tags]--> rob zombie --[(INV) has_tags]--> The Devil's Rejects
Neg LogProb(↓):   0.051455
Path Entropy(↓):  0.234436
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by chuck barris
Start Entity:     Chuck Barris
Gold Answer:      [['Sam Rockwell', 'Drew Barrymore']]
Predicted Ans:    Sam Rockwell
Predicted Path:   Chuck Barris --[(INV) written_by]--> Confessions of a Dangerous Mind --[starred_actors]--> Sam Rockwell
Path (Raw):       Chuck Barris --[No Operation]--> Chuck Barris --[(INV) written_by]--> Confessions of a Dangerous Mind --[starred_actors]--> Sam Rockwell
Neg LogProb(↓):   0.017654
Path Entropy(↓):  0.088207
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by alice braga
Start Entity:     alice braga
Gold Answer:      [['Predators', 'City of God', 'Redbelt']]
Predicted Ans:    Crazy on the Outside
Predicted Path:   alice braga --[(INV) has_tags]--> Redbelt --[has_tags]--> tim allen --[(INV) has_tags]--> Crazy on the Outside
Path (Raw):       alice braga --[(INV) has_tags]--> Redbelt --[has_tags]--> tim allen --[(INV) has_tags]--> Crazy on the Outside
Neg LogProb(↓):   0.332630
Path Entropy(↓):  0.713913
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by safe actors release
Start Entity:     Safe
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2007', '1998', '2010', '2014', '1972', '2001', '1996', '2002', '2012', '2011', '1986', '2013', '2000', '2005', '1969']]
Predicted Ans:    2012
Predicted Path:   Safe --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Path (Raw):       Safe --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Expendables 2 --[release_year]--> 2012
Neg LogProb(↓):   0.638747
Path Entropy(↓):  1.585647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by dan studney were in which genres
Start Entity:     Dan Studney
Gold Answer:      [['Fantasy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Dan Studney --[(INV) written_by]--> Jack the Giant Slayer --[has_genre]--> Adventure
Path (Raw):       Dan Studney --[No Operation]--> Dan Studney --[(INV) written_by]--> Jack the Giant Slayer --[has_genre]--> Adventure
Neg LogProb(↓):   0.179931
Path Entropy(↓):  0.447337
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of since you went away
Start Entity:     Since You Went Away
Gold Answer:      [['Marguerite Churchill', 'Charles Coburn', 'Joseph Cotten', 'Otto Kruger', 'Gloria Holden', 'Edward Van Sloan', 'Ann Todd', 'Jennifer Jones', 'Charles Laughton', 'Gregory Peck', 'Lionel Barrymore']]
Predicted Ans:    Gregory Peck
Predicted Path:   Since You Went Away --[written_by]--> David O. Selznick --[(INV) written_by]--> The Paradine Case --[starred_actors]--> Gregory Peck
Path (Raw):       Since You Went Away --[written_by]--> David O. Selznick --[(INV) written_by]--> The Paradine Case --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.199089
Path Entropy(↓):  0.707728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by johanna spyri were released in which years
Start Entity:     Johanna Spyri
Gold Answer:      [['1937']]
Predicted Ans:    1937
Predicted Path:   Johanna Spyri --[(INV) written_by]--> Heidi --[release_year]--> 1937
Path (Raw):       Johanna Spyri --[No Operation]--> Johanna Spyri --[(INV) written_by]--> Heidi --[release_year]--> 1937
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie little fish are written by who
Start Entity:     Little Fish
Gold Answer:      [['Marc Norman', 'Patricia Highsmith', 'Michael Hirst', 'Annie Proulx', 'Dean DeBlois', 'Cressida Cowell', 'Wes Anderson', 'Woody Allen', 'Ernest K. Gann', 'Douglas Fairbanks', 'George Clooney', 'Billy Bob Thornton', 'Charles Perrault', 'Grant Heslov', 'Peter Carey', 'F. Scott Fitzgerald', 'George Lucas', 'David Koepp', 'Joseph Kanon', 'Eric Roth', 'Jeff Nathanson', 'Robin Swicord', 'Noah Baumbach', 'Tom Epperson', 'Robert L. Freedman', 'Anthony Minghella', 'Sebastian Faulks', 'John Logan', 'Robert M. Edsel', 'Patrick Marber', 'Oliver Parker', 'Oscar Wilde', 'Chris Weitz', 'Katja von Garnier', 'Bruce Beresford']]
Predicted Ans:    Katja von Garnier
Predicted Path:   Little Fish --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Path (Raw):       Little Fish --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> Bandits --[written_by]--> Katja von Garnier
Neg LogProb(↓):   0.104459
Path Entropy(↓):  0.496684
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the tunnel
Start Entity:     The Tunnel
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   The Tunnel --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       The Tunnel --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.865646
Path Entropy(↓):  4.281664
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter andy ruben
Start Entity:     Andy Ruben
Gold Answer:      [['Cheryl Ladd', 'Sara Gilbert', 'Drew Barrymore', 'Tom Skerritt']]
Predicted Ans:    Drew Barrymore
Predicted Path:   Andy Ruben --[(INV) written_by]--> Poison Ivy --[starred_actors]--> Drew Barrymore
Path (Raw):       Andy Ruben --[No Operation]--> Andy Ruben --[(INV) written_by]--> Poison Ivy --[starred_actors]--> Drew Barrymore
Neg LogProb(↓):   0.009198
Path Entropy(↓):  0.055624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie i saw what you did
Start Entity:     I Saw What You Did
Gold Answer:      [['Sam Wood', 'George Cukor', 'Felix E. Feist', 'Diane English', 'Harry Beaumont', 'Jean Negulesco', 'Richard Thorpe', 'Frank Borzage', 'Lewis Milestone', 'John Ireland', 'Otto Preminger', 'Robert Aldrich', 'Paul Harrison', 'Dorothy Arzner', 'Nicholas Ray', 'Ranald MacDougall', 'Vincent Sherman', 'Anthony Mann', 'George Fitzmaurice', 'Michael Curtiz', 'Jules Dassin', 'Hall Bartlett', 'David Miller', 'Rob Cohen', 'Tod Browning', 'Curtis Bernhardt', 'W.S. Van Dyke', 'William Nigh', 'Samuel Fuller', 'Freddie Francis', 'Charles Walters', 'Gustaf Molander', 'Jack Conway', 'Clarence Brown', 'Michael Gottlieb', 'Dick Richards', 'William Castle', 'Richard Boleslawski', 'John Hough', 'Robert Z. Leonard']]
Predicted Ans:    Michael Curtiz
Predicted Path:   I Saw What You Did --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[directed_by]--> Michael Curtiz
Path (Raw):       I Saw What You Did --[starred_actors]--> Joan Crawford --[(INV) starred_actors]--> Mildred Pierce --[directed_by]--> Michael Curtiz
Neg LogProb(↓):   1.774955
Path Entropy(↓):  2.538436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed chinese box
Start Entity:     Chinese Box
Gold Answer:      [['Lisa See', 'Wayne Wang', 'Isaac Cronin', 'Louis Chu', 'Paul Auster', 'Jeffrey Price', 'Peter S. Seaman', 'John Hughes', 'Kate DiCamillo', 'Amy Tan', 'Ronald Bass']]
Predicted Ans:    Wayne Wang
Predicted Path:   Chinese Box --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Path (Raw):       Chinese Box --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Blue in the Face --[written_by]--> Wayne Wang
Neg LogProb(↓):   0.291940
Path Entropy(↓):  0.691944
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the scalphunters
Start Entity:     The Scalphunters
Gold Answer:      [['Telly Savalas', 'Max von Sydow', 'Sally Field', 'Peter Falk', 'Nancy Marchand', 'Tom Cruise', 'Dustin Hoffman', 'Harrison Ford', 'Jessica Lange', 'Faye Dunaway', 'Jane Fonda', 'Cliff Robertson', 'William Holden', "Patrick O'Neal", 'Sean Penn', 'Robert Redford', 'Michael Kitchen', 'Klaus Maria Brandauer', 'Greg Kinnear', 'Julia Ormond', 'Dabney Coleman', 'Kate Reid', 'Meryl Streep', 'Nicole Kidman', 'Sidney Poitier', 'Susannah York', 'Anne Bancroft', 'Jeanne Tripplehorn', 'Paul Newman', 'Gig Young', 'Bob Balaban', 'Gene Hackman', 'Michael Sarrazin', 'Audrey Hepburn', 'Burt Lancaster', 'Teri Garr', 'Hal Holbrook', 'Charles Bronson', 'Steven Hill', 'Lena Olin', 'Kristin Scott Thomas', 'Will Geer', 'Humphrey Bogart', 'Natalie Wood', 'Catherine Keener', 'Barbra Streisand']]
Predicted Ans:    William Holden
Predicted Path:   The Scalphunters --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[starred_actors]--> William Holden
Path (Raw):       The Scalphunters --[directed_by]--> Sydney Pollack --[(INV) directed_by]--> Sabrina --[starred_actors]--> William Holden
Neg LogProb(↓):   0.695656
Path Entropy(↓):  1.702251
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by neal jimenez
Start Entity:     Neal Jimenez
Gold Answer:      [['1986', '1992', '1991']]
Predicted Ans:    1991
Predicted Path:   Neal Jimenez --[(INV) written_by]--> For the Boys --[release_year]--> 1991
Path (Raw):       Neal Jimenez --[No Operation]--> Neal Jimenez --[(INV) written_by]--> For the Boys --[release_year]--> 1991
Neg LogProb(↓):   0.078637
Path Entropy(↓):  0.310611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in stand up guys
Start Entity:     Stand Up Guys
Gold Answer:      [['Dutch', 'English', 'Norwegian', 'Japanese', 'Italian', 'Russian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Stand Up Guys --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Path (Raw):       Stand Up Guys --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Godfather --[in_language]--> Italian
Neg LogProb(↓):   0.626108
Path Entropy(↓):  1.108798
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film delivery man
Start Entity:     Delivery Man
Gold Answer:      [['Dan Fogelman', 'Jessie Nelson', 'Jeremy Garelick', 'Dwight Yoakam', 'Dana Fox', 'Jay Lavender', 'Todd Phillips', 'Evan Goldberg', 'Jon Favreau', 'Nicole Perlman', 'Bruce Robinson', 'Wesley Strick', 'Steve Faber', 'Bob Fisher', 'James Gunn', 'Matthew McDuffie', 'Court Crandall', 'Vince Vaughn', 'John Patrick Kelley', 'Michael Grant Jaffe', 'Scot Armstrong', 'Jared Stern', 'Seth Rogen', 'Greg DePaul', 'Casey Wilson', 'June Diane Raphael']]
Predicted Ans:    Ken Scott
Predicted Path:   Delivery Man --[starred_actors]--> Cobie Smulders --[(INV) starred_actors]--> Delivery Man --[written_by]--> Ken Scott
Path (Raw):       Delivery Man --[starred_actors]--> Cobie Smulders --[(INV) starred_actors]--> Delivery Man --[written_by]--> Ken Scott
Neg LogProb(↓):   0.080619
Path Entropy(↓):  0.272937
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of birth also directed which films
Start Entity:     Birth
Gold Answer:      [['Sexy Beast', 'Under the Skin']]
Predicted Ans:    Under the Skin
Predicted Path:   Birth --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Under the Skin
Path (Raw):       Birth --[directed_by]--> Jonathan Glazer --[(INV) directed_by]--> Under the Skin --[No Operation]--> Under the Skin
Neg LogProb(↓):   0.329940
Path Entropy(↓):  0.696008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film chicken with plums were in which genres
Start Entity:     Chicken with Plums
Gold Answer:      [['Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Chicken with Plums --[directed_by]--> Marjane Satrapi --[(INV) directed_by]--> Chicken with Plums --[has_genre]--> Drama
Path (Raw):       Chicken with Plums --[directed_by]--> Marjane Satrapi --[(INV) directed_by]--> Chicken with Plums --[has_genre]--> Drama
Neg LogProb(↓):   0.568968
Path Entropy(↓):  1.093505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies did robbi morgan star in
Start Entity:     Robbi Morgan
Gold Answer:      [['Friday the 13th']]
Predicted Ans:    Friday the 13th
Predicted Path:   Robbi Morgan --[(INV) starred_actors]--> Friday the 13th --[starred_actors]--> Jeannine Taylor --[(INV) starred_actors]--> Friday the 13th
Path (Raw):       Robbi Morgan --[(INV) starred_actors]--> Friday the 13th --[starred_actors]--> Jeannine Taylor --[(INV) starred_actors]--> Friday the 13th
Neg LogProb(↓):   0.018221
Path Entropy(↓):  0.100834
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sandra goldbacher directed films
Start Entity:     Sandra Goldbacher
Gold Answer:      [['Noel Streatfeild', 'Heidi Thomas']]
Predicted Ans:    Sandra Goldbacher
Predicted Path:   Sandra Goldbacher --[(INV) directed_by]--> The Governess --[written_by]--> Sandra Goldbacher
Path (Raw):       Sandra Goldbacher --[No Operation]--> Sandra Goldbacher --[(INV) directed_by]--> The Governess --[written_by]--> Sandra Goldbacher
Neg LogProb(↓):   0.232321
Path Entropy(↓):  0.578446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by the writer of breathless
Start Entity:     Breathless
Gold Answer:      [['Jean Desailly', 'Nelly Benedetti', 'Julie Andrews', 'Claire Maurier', 'Albert Rémy', 'Catherine Deneuve', 'Kate Beckinsale', 'Jean Dasté', 'Françoise Seigner', 'Jacqueline Bisset', 'François Truffaut', 'Jeanne Moreau', 'Michel Bouquet', 'Charles Denner', 'Burt Reynolds', 'Oskar Werner', 'Gérard Depardieu', 'Dennis Quaid', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Françoise Dorléac', 'Cyril Cusack', 'Julie Christie', 'Nathalie Baye', 'Patrick Maléon']]
Predicted Ans:    Jean Dasté
Predicted Path:   Breathless --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Path (Raw):       Breathless --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[starred_actors]--> Jean Dasté
Neg LogProb(↓):   0.241831
Path Entropy(↓):  0.614467
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film mrs. brown's boys d'movie starred which actors
Start Entity:     Mrs. Brown's Boys D'Movie
Gold Answer:      [["Brendan O'Carroll"]]
Predicted Ans:    Brendan O'Carroll
Predicted Path:   Mrs. Brown's Boys D'Movie --[starred_actors]--> Brendan O'Carroll --[(INV) starred_actors]--> Mrs. Brown's Boys D'Movie --[starred_actors]--> Brendan O'Carroll
Path (Raw):       Mrs. Brown's Boys D'Movie --[starred_actors]--> Brendan O'Carroll --[(INV) starred_actors]--> Mrs. Brown's Boys D'Movie --[starred_actors]--> Brendan O'Carroll
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000080
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by feast of love actors
Start Entity:     Feast of Love
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Western', 'Short', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Crime', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Feast of Love --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Path (Raw):       Feast of Love --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Amistad --[has_genre]--> Drama
Neg LogProb(↓):   0.347806
Path Entropy(↓):  1.074211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the quiller memorandum also wrote which films
Start Entity:     The Quiller Memorandum
Gold Answer:      [['The Go-Between', 'Reunion', "The French Lieutenant's Woman", 'The Pumpkin Eater', 'The Homecoming', 'Accident', 'Turtle Diary', "The Handmaid's Tale", 'The Servant', 'Sleuth', 'The Comfort of Strangers', 'Betrayal', 'The Last Tycoon']]
Predicted Ans:    The Handmaid's Tale
Predicted Path:   The Quiller Memorandum --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale
Path (Raw):       The Quiller Memorandum --[written_by]--> Harold Pinter --[(INV) written_by]--> The Handmaid's Tale --[No Operation]--> The Handmaid's Tale
Neg LogProb(↓):   1.027413
Path Entropy(↓):  1.974286
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie the clown
Start Entity:     The Clown
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Clown --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Clown --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.952711
Path Entropy(↓):  4.658656
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by 12 years a slave actors release
Start Entity:     12 Years a Slave
Gold Answer:      [['2009', '2008', '2010', '2004', '1932', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   12 Years a Slave --[starred_actors]--> Chiwetel Ejiofor --[(INV) starred_actors]--> American Gangster --[release_year]--> 2007
Path (Raw):       12 Years a Slave --[starred_actors]--> Chiwetel Ejiofor --[(INV) starred_actors]--> American Gangster --[release_year]--> 2007
Neg LogProb(↓):   0.240302
Path Entropy(↓):  0.843337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by mark borchardt fall under
Start Entity:     Mark Borchardt
Gold Answer:      [['Horror', 'Short']]
Predicted Ans:    Horror
Predicted Path:   Mark Borchardt --[(INV) directed_by]--> Coven --[has_genre]--> Horror
Path (Raw):       Mark Borchardt --[No Operation]--> Mark Borchardt --[(INV) directed_by]--> Coven --[has_genre]--> Horror
Neg LogProb(↓):   0.001541
Path Entropy(↓):  0.011632
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the trial
Start Entity:     The Trial
Gold Answer:      [['The Immortal Story', 'Touch of Evil', 'Citizen Kane', 'F for Fake', 'The Lady from Shanghai', 'The Magnificent Ambersons', 'Chimes at Midnight', 'The Castle']]
Predicted Ans:    Chimes at Midnight
Predicted Path:   The Trial --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight
Path (Raw):       The Trial --[written_by]--> Orson Welles --[(INV) written_by]--> Chimes at Midnight --[No Operation]--> Chimes at Midnight
Neg LogProb(↓):   0.006976
Path Entropy(↓):  0.050321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with ann sheridan
Start Entity:     Ann Sheridan
Gold Answer:      [['June Allyson', 'Cary Grant', 'Monty Woolley', 'Joan Collins', 'Bette Davis', 'Zachary Scott', 'Olivia de Havilland', 'Errol Flynn', 'Robert Cummings', 'George Raft', 'James Cagney', 'Walter Huston', 'Dolores Gray', 'Lew Ayres', 'Dick Foran', 'Betty Field', 'John Garfield', 'Barton MacLane', 'Jack Benny', 'Ronald Reagan', 'Humphrey Bogart', 'Bojana Novakovic', 'Ida Lupino', 'Mel Gibson', "Pat O'Brien"]]
Predicted Ans:    Cary Grant
Predicted Path:   Ann Sheridan --[(INV) starred_actors]--> I Was a Male War Bride --[starred_actors]--> Cary Grant
Path (Raw):       Ann Sheridan --[No Operation]--> Ann Sheridan --[(INV) starred_actors]--> I Was a Male War Bride --[starred_actors]--> Cary Grant
Neg LogProb(↓):   0.125387
Path Entropy(↓):  0.376249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by piper laurie were in which genres
Start Entity:     Piper Laurie
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Piper Laurie --[(INV) starred_actors]--> Return to Oz --[has_genre]--> Adventure
Path (Raw):       Piper Laurie --[No Operation]--> Piper Laurie --[(INV) starred_actors]--> Return to Oz --[has_genre]--> Adventure
Neg LogProb(↓):   0.296640
Path Entropy(↓):  0.853083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote once
Start Entity:     Once
Gold Answer:      [['2001', '2013']]
Predicted Ans:    2001
Predicted Path:   Once --[written_by]--> John Carney --[(INV) written_by]--> On the Edge --[release_year]--> 2001
Path (Raw):       Once --[written_by]--> John Carney --[(INV) written_by]--> On the Edge --[release_year]--> 2001
Neg LogProb(↓):   0.283855
Path Entropy(↓):  0.564348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by reservation road writers
Start Entity:     Reservation Road
Gold Answer:      [['Drama', 'War', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Reservation Road --[written_by]--> Terry George --[(INV) written_by]--> Reservation Road --[has_genre]--> Drama
Path (Raw):       Reservation Road --[written_by]--> Terry George --[(INV) written_by]--> Reservation Road --[has_genre]--> Drama
Neg LogProb(↓):   0.791245
Path Entropy(↓):  1.170513
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie threesome
Start Entity:     Threesome
Gold Answer:      [['comedy', 'lara flynn boyle']]
Predicted Ans:    lara flynn boyle
Predicted Path:   Threesome --[has_tags]--> lara flynn boyle --[(INV) has_tags]--> Threesome --[has_tags]--> lara flynn boyle
Path (Raw):       Threesome --[has_tags]--> lara flynn boyle --[(INV) has_tags]--> Threesome --[has_tags]--> lara flynn boyle
Neg LogProb(↓):   0.080599
Path Entropy(↓):  0.288039
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor joan leslie appeared in the same movie with who
Start Entity:     Joan Leslie
Gold Answer:      [['Fred Astaire', 'James Cagney', 'George Murphy', 'Walter Huston', 'Robert Benchley', 'Alan Hale', 'Randolph Scott', 'Richard Whorf']]
Predicted Ans:    Joan Leslie
Predicted Path:   Joan Leslie --[(INV) starred_actors]--> This Is the Army --[starred_actors]--> Joan Leslie
Path (Raw):       Joan Leslie --[No Operation]--> Joan Leslie --[(INV) starred_actors]--> This Is the Army --[starred_actors]--> Joan Leslie
Neg LogProb(↓):   0.053595
Path Entropy(↓):  0.237053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by richard raaphorst
Start Entity:     Richard Raaphorst
Gold Answer:      [['Robert Gwilym']]
Predicted Ans:    Robert Gwilym
Predicted Path:   Richard Raaphorst --[(INV) directed_by]--> Frankenstein's Army --[starred_actors]--> Robert Gwilym
Path (Raw):       Richard Raaphorst --[No Operation]--> Richard Raaphorst --[(INV) directed_by]--> Frankenstein's Army --[starred_actors]--> Robert Gwilym
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in transcendence also appears in which films
Start Entity:     Transcendence
Gold Answer:      [['Nick of Time', 'The Reckoning', 'Creation', 'The Rum Diary', 'Finding Neverland', 'The Lone Ranger', 'Corpse Bride', 'Don Juan DeMarco', 'Please Give', 'Priest', 'Dark Shadows', 'Breakfast on Pluto', 'Arizona Dream', 'Retreat', "A Knight's Tale", 'Legion', 'Rango', 'Disco Pigs', 'The Heart of Me', 'Aloft', 'Charlie and the Chocolate Factory', 'Mortdecai', 'The Libertine', 'Ed Wood', "The Astronaut's Wife", 'The Awakening', 'The Young Victoria', 'Donnie Brasco', 'Red Eye', 'Gangster No. 1', 'The Brave', "Perrier's Bounty", 'Fear and Loathing in Las Vegas', 'Watching the Detectives', 'A Promise', 'Secret Window', 'Sleepy Hollow', 'Margin Call', 'Wimbledon', 'Edward Scissorhands', 'Private Resort', 'Cry-Baby', 'On the Edge', 'The Wind That Shakes the Barley', 'Once Upon a Time in Mexico', 'Sunshine', 'Vicky Cristina Barcelona', 'Red Lights', "What's Eating Gilbert Grape", 'Blood', 'Dead Man', 'Alice in Wonderland', 'The Tourist']]
Predicted Ans:    The Wind That Shakes the Barley
Predicted Path:   Transcendence --[starred_actors]--> Cillian Murphy --[(INV) starred_actors]--> The Wind That Shakes the Barley
Path (Raw):       Transcendence --[starred_actors]--> Cillian Murphy --[No Operation]--> Cillian Murphy --[(INV) starred_actors]--> The Wind That Shakes the Barley
Neg LogProb(↓):   0.747795
Path Entropy(↓):  1.106054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of invisible stripes
Start Entity:     Invisible Stripes
Gold Answer:      [['Ted Tetzlaff', 'Lloyd Bacon', 'Lewis Allen', 'Michael Curtiz', 'Anatole Litvak']]
Predicted Ans:    Lewis Allen
Predicted Path:   Invisible Stripes --[written_by]--> Warren Duff --[(INV) written_by]--> Appointment with Danger --[directed_by]--> Lewis Allen
Path (Raw):       Invisible Stripes --[written_by]--> Warren Duff --[(INV) written_by]--> Appointment with Danger --[directed_by]--> Lewis Allen
Neg LogProb(↓):   0.067147
Path Entropy(↓):  0.259492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by richard arlen in
Start Entity:     Richard Arlen
Gold Answer:      [['Drama', 'Horror', 'War']]
Predicted Ans:    Horror
Predicted Path:   Richard Arlen --[(INV) starred_actors]--> Island of Lost Souls --[has_genre]--> Horror
Path (Raw):       Richard Arlen --[No Operation]--> Richard Arlen --[(INV) starred_actors]--> Island of Lost Souls --[has_genre]--> Horror
Neg LogProb(↓):   0.000033
Path Entropy(↓):  0.000383
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the wind
Start Entity:     The Wind
Gold Answer:      [['Drama', 'Horror']]
Predicted Ans:    Drama
Predicted Path:   The Wind --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[has_genre]--> Drama
Path (Raw):       The Wind --[directed_by]--> Victor Sjöström --[(INV) directed_by]--> The Scarlet Letter --[has_genre]--> Drama
Neg LogProb(↓):   0.053653
Path Entropy(↓):  0.239014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of flakes
Start Entity:     Flakes
Gold Answer:      [['Garry Shandling', 'Wanda Sykes', 'Bruce Willis', 'Steve Carell']]
Predicted Ans:    Bruce Willis
Predicted Path:   Flakes --[written_by]--> Karey Kirkpatrick --[(INV) written_by]--> Over the Hedge --[starred_actors]--> Bruce Willis
Path (Raw):       Flakes --[written_by]--> Karey Kirkpatrick --[(INV) written_by]--> Over the Hedge --[starred_actors]--> Bruce Willis
Neg LogProb(↓):   0.014738
Path Entropy(↓):  0.081715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the crimson permanent assurance
Start Entity:     The Crimson Permanent Assurance
Gold Answer:      [['Terry Jones', 'Terry Gilliam']]
Predicted Ans:    Terry Gilliam
Predicted Path:   The Crimson Permanent Assurance --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[directed_by]--> Terry Gilliam
Path (Raw):       The Crimson Permanent Assurance --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[directed_by]--> Terry Gilliam
Neg LogProb(↓):   0.015594
Path Entropy(↓):  0.092940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by philip ober
Start Entity:     Philip Ober
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Philip Ober --[(INV) starred_actors]--> The Magnificent Yankee --[release_year]--> 1950
Path (Raw):       Philip Ober --[No Operation]--> Philip Ober --[(INV) starred_actors]--> The Magnificent Yankee --[release_year]--> 1950
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with the amazing dr. clitterhouse fall under
Start Entity:     The Amazing Dr. Clitterhouse
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Amazing Dr. Clitterhouse --[written_by]--> John Huston --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       The Amazing Dr. Clitterhouse --[written_by]--> John Huston --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.193661
Path Entropy(↓):  0.793149
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by rory culkin were released in which years
Start Entity:     Rory Culkin
Gold Answer:      [['2000', '2008', '2005', '2004', '2002']]
Predicted Ans:    2004
Predicted Path:   Rory Culkin --[(INV) starred_actors]--> Mean Creek --[release_year]--> 2004
Path (Raw):       Rory Culkin --[No Operation]--> Rory Culkin --[(INV) starred_actors]--> Mean Creek --[release_year]--> 2004
Neg LogProb(↓):   0.775681
Path Entropy(↓):  1.169740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the last exorcism
Start Entity:     The Last Exorcism
Gold Answer:      [['Douglas Aarniokoski', 'Christopher Folino']]
Predicted Ans:    Daniel Stamm
Predicted Path:   The Last Exorcism --[starred_actors]--> Patrick Fabian --[(INV) starred_actors]--> The Last Exorcism --[directed_by]--> Daniel Stamm
Path (Raw):       The Last Exorcism --[starred_actors]--> Patrick Fabian --[(INV) starred_actors]--> The Last Exorcism --[directed_by]--> Daniel Stamm
Neg LogProb(↓):   0.173422
Path Entropy(↓):  0.502216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose actors also appear in happenstance
Start Entity:     Happenstance
Gold Answer:      [['Thriller', 'Fantasy', 'Mystery', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Happenstance --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Path (Raw):       Happenstance --[starred_actors]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[has_genre]--> Thriller
Neg LogProb(↓):   0.004533
Path Entropy(↓):  0.034154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie for colored girls
Start Entity:     For Colored Girls
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   For Colored Girls --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       For Colored Girls --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.631509
Path Entropy(↓):  4.254919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the fiendish plot of dr. fu manchu
Start Entity:     The Fiendish Plot of Dr. Fu Manchu
Gold Answer:      [['Don Sharp']]
Predicted Ans:    Don Sharp
Predicted Path:   The Fiendish Plot of Dr. Fu Manchu --[written_by]--> Sax Rohmer --[(INV) written_by]--> The Brides of Fu Manchu --[directed_by]--> Don Sharp
Path (Raw):       The Fiendish Plot of Dr. Fu Manchu --[written_by]--> Sax Rohmer --[(INV) written_by]--> The Brides of Fu Manchu --[directed_by]--> Don Sharp
Neg LogProb(↓):   0.114853
Path Entropy(↓):  0.354576
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by dez vylenz
Start Entity:     Dez Vylenz
Gold Answer:      [['Alan Moore']]
Predicted Ans:    Alan Moore
Predicted Path:   Dez Vylenz --[(INV) directed_by]--> The Mindscape of Alan Moore --[starred_actors]--> Alan Moore
Path (Raw):       Dez Vylenz --[No Operation]--> Dez Vylenz --[(INV) directed_by]--> The Mindscape of Alan Moore --[starred_actors]--> Alan Moore
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies directed by michael glawogger fall under
Start Entity:     Michael Glawogger
Gold Answer:      [['Documentary', 'Comedy']]
Predicted Ans:    Documentary
Predicted Path:   Michael Glawogger --[(INV) directed_by]--> Whores' Glory --[has_genre]--> Documentary
Path (Raw):       Michael Glawogger --[No Operation]--> Michael Glawogger --[(INV) directed_by]--> Whores' Glory --[has_genre]--> Documentary
Neg LogProb(↓):   0.000087
Path Entropy(↓):  0.000932
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by charles cioffi were written by who
Start Entity:     Charles Cioffi
Gold Answer:      [['John Singleton', 'Ernest Tidyman']]
Predicted Ans:    Ernest Tidyman
Predicted Path:   Charles Cioffi --[(INV) starred_actors]--> Shaft --[written_by]--> Ernest Tidyman
Path (Raw):       Charles Cioffi --[No Operation]--> Charles Cioffi --[(INV) starred_actors]--> Shaft --[written_by]--> Ernest Tidyman
Neg LogProb(↓):   0.802286
Path Entropy(↓):  1.026401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Winter of frozen dreams, when was it released
Start Entity:     Winter of Frozen Dreams
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Winter of Frozen Dreams --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       Winter of Frozen Dreams --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.418205
Path Entropy(↓):  4.571348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by after hours writers release
Start Entity:     After Hours
Gold Answer:      [['1987', '1991']]
Predicted Ans:    1985
Predicted Path:   After Hours --[written_by]--> Joseph Minion --[(INV) written_by]--> After Hours --[release_year]--> 1985
Path (Raw):       After Hours --[written_by]--> Joseph Minion --[(INV) written_by]--> After Hours --[release_year]--> 1985
Neg LogProb(↓):   0.132664
Path Entropy(↓):  0.383737
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the films written by tucker max
Start Entity:     Tucker Max
Gold Answer:      [['Bob Gosse']]
Predicted Ans:    Bob Gosse
Predicted Path:   Tucker Max --[(INV) written_by]--> I Hope They Serve Beer in Hell --[directed_by]--> Bob Gosse
Path (Raw):       Tucker Max --[No Operation]--> Tucker Max --[(INV) written_by]--> I Hope They Serve Beer in Hell --[directed_by]--> Bob Gosse
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000023
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is backdraft
Start Entity:     Backdraft
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Backdraft --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Backdraft --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.814261
Path Entropy(↓):  3.173807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of inserts also wrote which films
Start Entity:     Inserts
Gold Answer:      [['Sphinx', 'Harry and Walter Go to New York', 'Duets', "The Razor's Edge"]]
Predicted Ans:    The Razor's Edge
Predicted Path:   Inserts --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge
Path (Raw):       Inserts --[written_by]--> John Byrum --[(INV) written_by]--> The Razor's Edge --[No Operation]--> The Razor's Edge
Neg LogProb(↓):   0.014557
Path Entropy(↓):  0.084782
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of pickpocket
Start Entity:     Pickpocket
Gold Answer:      [['1962', '1966', '1971', '1951', '1967', '1969', '1956']]
Predicted Ans:    1962
Predicted Path:   Pickpocket --[directed_by]--> Robert Bresson --[(INV) directed_by]--> The Trial of Joan of Arc --[release_year]--> 1962
Path (Raw):       Pickpocket --[directed_by]--> Robert Bresson --[(INV) directed_by]--> The Trial of Joan of Arc --[release_year]--> 1962
Neg LogProb(↓):   0.925562
Path Entropy(↓):  1.424194
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by matt lang
Start Entity:     Matt Lang
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Matt Lang --[(INV) written_by]--> A Very Potter Sequel --[has_genre]--> Musical
Path (Raw):       Matt Lang --[No Operation]--> Matt Lang --[(INV) written_by]--> A Very Potter Sequel --[has_genre]--> Musical
Neg LogProb(↓):   0.004647
Path Entropy(↓):  0.029541
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of dylan walsh starred movies
Start Entity:     Dylan Walsh
Gold Answer:      [['Nelson McCormick', 'Frank Marshall', 'Joseph Ruben']]
Predicted Ans:    Joseph Ruben
Predicted Path:   Dylan Walsh --[(INV) starred_actors]--> The Stepfather --[directed_by]--> Joseph Ruben
Path (Raw):       Dylan Walsh --[No Operation]--> Dylan Walsh --[(INV) starred_actors]--> The Stepfather --[directed_by]--> Joseph Ruben
Neg LogProb(↓):   0.045495
Path Entropy(↓):  0.199609
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in julius caesar
Start Entity:     Julius Caesar
Gold Answer:      [['Romance', 'Music', 'Documentary', 'Western', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Julius Caesar --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Path (Raw):       Julius Caesar --[starred_actors]--> James Mason --[(INV) starred_actors]--> Mayerling --[has_genre]--> Drama
Neg LogProb(↓):   0.960298
Path Entropy(↓):  1.714501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie background to danger were in which languages
Start Entity:     Background to Danger
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Background to Danger --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[in_language]--> French
Path (Raw):       Background to Danger --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Going Hollywood --[in_language]--> French
Neg LogProb(↓):   0.008048
Path Entropy(↓):  0.053972
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by la antena actors
Start Entity:     La Antena
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   La Antena --[starred_actors]--> Alejandro Urdapilleta --[(INV) starred_actors]--> La Antena --[has_genre]--> Drama
Path (Raw):       La Antena --[starred_actors]--> Alejandro Urdapilleta --[(INV) starred_actors]--> La Antena --[has_genre]--> Drama
Neg LogProb(↓):   0.523829
Path Entropy(↓):  0.685939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with tears of the sun in
Start Entity:     Tears of the Sun
Gold Answer:      [['Welsh', 'Korean']]
Predicted Ans:    Korean
Predicted Path:   Tears of the Sun --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Olympus Has Fallen --[in_language]--> Korean
Path (Raw):       Tears of the Sun --[directed_by]--> Antoine Fuqua --[(INV) directed_by]--> Olympus Has Fallen --[in_language]--> Korean
Neg LogProb(↓):   0.000104
Path Entropy(↓):  0.001116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film belle de jour
Start Entity:     Belle de Jour
Gold Answer:      [['1970', '1954', '1936', '1967', '2015', '1974', '1977', '1968', '1933', '1951', '1956', '1972', '1961', '1955', '1964', '1997', '1950', '1960', '1929', '1965', '1969', '1928', '1930']]
Predicted Ans:    1969
Predicted Path:   Belle de Jour --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Milky Way --[release_year]--> 1969
Path (Raw):       Belle de Jour --[written_by]--> Luis Buñuel --[(INV) written_by]--> The Milky Way --[release_year]--> 1969
Neg LogProb(↓):   1.404367
Path Entropy(↓):  2.591259
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film the first day of the rest of your life released
Start Entity:     The First Day of the Rest of Your Life
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   The First Day of the Rest of Your Life --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       The First Day of the Rest of Your Life --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.287038
Path Entropy(↓):  4.622413
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by sally potter
Start Entity:     Sally Potter
Gold Answer:      [['Richard Basehart', 'George C. Scott', 'Joan Allen', 'Rachel Nichols', 'Max Ryan', 'Simon Abkarian', 'Christina Ricci', 'Nicolas Cage', 'Shirley Henderson', 'Barnard Hughes', 'Martin Sheen', 'Tilda Swinton', 'Quentin Crisp', 'Sam Neill']]
Predicted Ans:    Nicolas Cage
Predicted Path:   Sally Potter --[(INV) directed_by]--> Rage --[starred_actors]--> Nicolas Cage
Path (Raw):       Sally Potter --[No Operation]--> Sally Potter --[(INV) directed_by]--> Rage --[starred_actors]--> Nicolas Cage
Neg LogProb(↓):   0.479650
Path Entropy(↓):  0.954530
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by mircea eliade
Start Entity:     Mircea Eliade
Gold Answer:      [['Francis Ford Coppola']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Mircea Eliade --[(INV) written_by]--> Youth Without Youth --[directed_by]--> Francis Ford Coppola
Path (Raw):       Mircea Eliade --[No Operation]--> Mircea Eliade --[(INV) written_by]--> Youth Without Youth --[directed_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is the hitman
Start Entity:     The Hitman
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Hitman --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       The Hitman --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   2.443856
Path Entropy(↓):  3.942946
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by catriona maccoll fall under
Start Entity:     Catriona MacColl
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Catriona MacColl --[(INV) starred_actors]--> The House by the Cemetery --[has_genre]--> Horror
Path (Raw):       Catriona MacColl --[No Operation]--> Catriona MacColl --[(INV) starred_actors]--> The House by the Cemetery --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in jimmy hollywood
Start Entity:     Jimmy Hollywood
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Jimmy Hollywood --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Easy Money --[in_language]--> Swedish
Path (Raw):       Jimmy Hollywood --[starred_actors]--> Joe Pesci --[(INV) starred_actors]--> Easy Money --[in_language]--> Swedish
Neg LogProb(↓):   0.003467
Path Entropy(↓):  0.025565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the independent is also the director of which films
Start Entity:     The Independent
Gold Answer:      [['Vegas Vacation']]
Predicted Ans:    Vegas Vacation
Predicted Path:   The Independent --[directed_by]--> Stephen Kessler --[(INV) directed_by]--> Vegas Vacation
Path (Raw):       The Independent --[directed_by]--> Stephen Kessler --[(INV) directed_by]--> Vegas Vacation --[No Operation]--> Vegas Vacation
Neg LogProb(↓):   0.584091
Path Entropy(↓):  0.926047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was plenty released
Start Entity:     Plenty
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Plenty --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       Plenty --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.836273
Path Entropy(↓):  4.130807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed the turn of the screw
Start Entity:     The Turn of the Screw
Gold Answer:      [['Joan Cusack', 'Bill Nighy', 'Michelle Trachtenberg', 'Romola Garai']]
Predicted Ans:    Bill Nighy
Predicted Path:   The Turn of the Screw --[directed_by]--> Tim Fywell --[(INV) directed_by]--> I Capture the Castle --[starred_actors]--> Bill Nighy
Path (Raw):       The Turn of the Screw --[directed_by]--> Tim Fywell --[(INV) directed_by]--> I Capture the Castle --[starred_actors]--> Bill Nighy
Neg LogProb(↓):   0.507123
Path Entropy(↓):  1.135653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of fast times at ridgemont high
Start Entity:     Fast Times at Ridgemont High
Gold Answer:      [['Alicia Silverstone', 'Kirstie Alley', 'Maureen Stapleton', 'Michael Keaton', 'George Segal', 'Marilu Henner', 'Paul Rudd', 'Michelle Pfeiffer', 'Stacey Dash', 'Joe Piscopo', 'Brittany Murphy', 'John Travolta']]
Predicted Ans:    Kirstie Alley
Predicted Path:   Fast Times at Ridgemont High --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking --[starred_actors]--> Kirstie Alley
Path (Raw):       Fast Times at Ridgemont High --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking --[starred_actors]--> Kirstie Alley
Neg LogProb(↓):   0.351692
Path Entropy(↓):  0.946767
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by frederick marx
Start Entity:     Frederick Marx
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Frederick Marx --[(INV) written_by]--> Hoop Dreams --[has_genre]--> Documentary
Path (Raw):       Frederick Marx --[No Operation]--> Frederick Marx --[(INV) written_by]--> Hoop Dreams --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor audrey hepburn acted together with who
Start Entity:     Audrey Hepburn
Gold Answer:      [['Fred Astaire', 'Henry Fonda', 'Nancy Marchand', 'Patti Hansen', 'Cary Grant', 'Gary Cooper', 'Harrison Ford', 'Edith Evans', "Peter O'Toole", 'Raymond Bussières', 'Gregory Peck', 'Grégoire Aslan', 'William Holden', 'Mel Ferrer', 'Greg Kinnear', 'Robert Shaw', 'Julia Ormond', 'James Garner', 'Patricia Neal', 'George Peppard', 'Buddy Ebsen', 'John Ritter', 'Vittorio Gassman', 'Shirley MacLaine', 'Richard Crenna', 'Peggy Ashcroft', 'Walter Matthau', 'Albert Finney', 'Burt Lancaster', 'Alan Arkin', 'Richard Harris', 'Sean Connery', 'Kay Thompson', 'Eli Wallach', 'Hugh Griffith', 'Audie Murphy', 'Ben Gazzara', 'James Coburn', 'Humphrey Bogart', 'Efrem Zimbalist Jr.', 'Vyacheslav Tikhonov', 'Peter Finch']]
Predicted Ans:    Henry Fonda
Predicted Path:   Audrey Hepburn --[(INV) starred_actors]--> War and Peace --[starred_actors]--> Henry Fonda
Path (Raw):       Audrey Hepburn --[No Operation]--> Audrey Hepburn --[(INV) starred_actors]--> War and Peace --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   1.116947
Path Entropy(↓):  1.610424
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by michele dotrice in
Start Entity:     Michele Dotrice
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Michele Dotrice --[(INV) starred_actors]--> And Soon the Darkness --[in_language]--> English
Path (Raw):       Michele Dotrice --[No Operation]--> Michele Dotrice --[(INV) starred_actors]--> And Soon the Darkness --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by pier angeli
Start Entity:     Pier Angeli
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Pier Angeli --[(INV) starred_actors]--> The Story of Three Loves --[release_year]--> 1953
Path (Raw):       Pier Angeli --[No Operation]--> Pier Angeli --[(INV) starred_actors]--> The Story of Three Loves --[release_year]--> 1953
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor holly marie combs acted together with who
Start Entity:     Holly Marie Combs
Gold Answer:      [['Glenn Quinn', 'Larry Drake']]
Predicted Ans:    Larry Drake
Predicted Path:   Holly Marie Combs --[(INV) starred_actors]--> Dr. Giggles --[starred_actors]--> Larry Drake
Path (Raw):       Holly Marie Combs --[No Operation]--> Holly Marie Combs --[(INV) starred_actors]--> Dr. Giggles --[starred_actors]--> Larry Drake
Neg LogProb(↓):   0.016076
Path Entropy(↓):  0.086617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did millard mitchell star in
Start Entity:     Millard Mitchell
Gold Answer:      [['The Gunfighter', "Twelve O'Clock High", 'Mister 880']]
Predicted Ans:    Twelve O'Clock High
Predicted Path:   Millard Mitchell --[(INV) starred_actors]--> Twelve O'Clock High --[starred_actors]--> Millard Mitchell --[(INV) starred_actors]--> Twelve O'Clock High
Path (Raw):       Millard Mitchell --[(INV) starred_actors]--> Twelve O'Clock High --[starred_actors]--> Millard Mitchell --[(INV) starred_actors]--> Twelve O'Clock High
Neg LogProb(↓):   0.713481
Path Entropy(↓):  1.747611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film slither
Start Entity:     Slither
Gold Answer:      [['James Gunn']]
Predicted Ans:    James Gunn
Predicted Path:   Slither --[written_by]--> James Gunn --[(INV) written_by]--> Harriet Craig --[written_by]--> James Gunn
Path (Raw):       Slither --[written_by]--> James Gunn --[(INV) written_by]--> Harriet Craig --[written_by]--> James Gunn
Neg LogProb(↓):   0.414220
Path Entropy(↓):  0.786175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of la piscine was who
Start Entity:     La Piscine
Gold Answer:      [['Jacques Deray']]
Predicted Ans:    Jacques Deray
Predicted Path:   La Piscine --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[directed_by]--> Jacques Deray
Path (Raw):       La Piscine --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[directed_by]--> Jacques Deray
Neg LogProb(↓):   0.013493
Path Entropy(↓):  0.071106
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by paolo mancini
Start Entity:     Paolo Mancini
Gold Answer:      [['Matthiew Klinck']]
Predicted Ans:    Matthiew Klinck
Predicted Path:   Paolo Mancini --[(INV) starred_actors]--> Hank and Mike --[directed_by]--> Matthiew Klinck
Path (Raw):       Paolo Mancini --[No Operation]--> Paolo Mancini --[(INV) starred_actors]--> Hank and Mike --[directed_by]--> Matthiew Klinck
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie night moves
Start Entity:     Night Moves
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '1985', '1967', '1979', '1974', '1977', '2007', '1968', '1998', '2009', '2010', '2004', '1973', '1994', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1962', '1988', '1978', '2000', '1997', '1975', '1950', '2005', '1991', '1969', '1999', '1987', '1986']]
Predicted Ans:    2009
Predicted Path:   Night Moves --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[release_year]--> 2009
Path (Raw):       Night Moves --[starred_actors]--> Jesse Eisenberg --[(INV) starred_actors]--> Adventureland --[release_year]--> 2009
Neg LogProb(↓):   1.711103
Path Entropy(↓):  2.171308
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie mister 880
Start Entity:     Mister 880
Gold Answer:      [['Daniel Mann', 'Les Mayfield', 'Arch Oboler', 'Ted Post', 'Tay Garnett', 'Joseph Anthony', 'Aleksandr Gordon', 'John Huston', 'Delmer Daves', 'Marika Beiku', 'Alexander Mackendrick', 'James Neilson', 'Gordon Douglas', 'Jeff Kanew', 'Jean Negulesco', 'Carol Reed', 'Andrei Tarkovsky', 'Bill Forsyth', 'Robert Aldrich', 'John Frankenheimer', 'Ken Annakin', 'Mark Robson', 'Michael Curtiz', 'Jules Dassin', 'Stanley Kramer', 'Henry King', 'Anatole Litvak', 'Jacques Tourneur', 'John Cassavetes', 'Luchino Visconti', 'Francis Ford Coppola', 'Michael Winner', 'Preston A. Whitmore II', 'Don Taylor', 'Louis Malle', 'Burt Lancaster', 'John Sturges', 'Frank Perry', 'Alfred Hitchcock', 'Don Siegel', 'Robert Siodmak', 'George Seaton', 'Richard Stanley', 'Sydney Pollack', 'Daniel Petrie', 'Fred Zinnemann', 'William Wyler', 'Nora Ephron', 'Richard Brooks', 'Ida Lupino', 'Robert Stevenson', 'Elia Kazan', 'Willis Goldbeck']]
Predicted Ans:    Louis Malle
Predicted Path:   Mister 880 --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[directed_by]--> Louis Malle
Path (Raw):       Mister 880 --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> Atlantic City --[directed_by]--> Louis Malle
Neg LogProb(↓):   1.081692
Path Entropy(↓):  2.111031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of deathwatch
Start Entity:     Deathwatch
Gold Answer:      [['James Purefoy']]
Predicted Ans:    James Purefoy
Predicted Path:   Deathwatch --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane --[starred_actors]--> James Purefoy
Path (Raw):       Deathwatch --[written_by]--> Michael J. Bassett --[(INV) written_by]--> Solomon Kane --[starred_actors]--> James Purefoy
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film 200 cigarettes
Start Entity:     200 Cigarettes
Gold Answer:      [['Shana Larsen']]
Predicted Ans:    Shana Larsen
Predicted Path:   200 Cigarettes --[written_by]--> Shana Larsen --[(INV) written_by]--> 200 Cigarettes --[written_by]--> Shana Larsen
Path (Raw):       200 Cigarettes --[written_by]--> Shana Larsen --[(INV) written_by]--> 200 Cigarettes --[written_by]--> Shana Larsen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by dennis fanning released
Start Entity:     Dennis Fanning
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Dennis Fanning --[(INV) written_by]--> Streets of Blood --[release_year]--> 2009
Path (Raw):       Dennis Fanning --[No Operation]--> Dennis Fanning --[(INV) written_by]--> Streets of Blood --[release_year]--> 2009
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of that certain woman were directed by who
Start Entity:     That Certain Woman
Gold Answer:      [['Harry Beaumont', 'Edmund Goulding', 'Wesley Ruggles', 'Mitchell Leisen']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   That Certain Woman --[written_by]--> Edmund Goulding --[(INV) written_by]--> No Man of Her Own --[directed_by]--> Mitchell Leisen
Path (Raw):       That Certain Woman --[written_by]--> Edmund Goulding --[(INV) written_by]--> No Man of Her Own --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   0.193878
Path Entropy(↓):  0.717669
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by evgenia peretz
Start Entity:     Evgenia Peretz
Gold Answer:      [['Jesse Peretz']]
Predicted Ans:    Jesse Peretz
Predicted Path:   Evgenia Peretz --[(INV) written_by]--> Our Idiot Brother --[directed_by]--> Jesse Peretz
Path (Raw):       Evgenia Peretz --[No Operation]--> Evgenia Peretz --[(INV) written_by]--> Our Idiot Brother --[directed_by]--> Jesse Peretz
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film shadows over chinatown are directed by who
Start Entity:     Shadows Over Chinatown
Gold Answer:      [['Terry O. Morse', 'Howard Bretherton', 'Norman Foster', 'Phil Karlson', 'H. Bruce Humberstone']]
Predicted Ans:    Norman Foster
Predicted Path:   Shadows Over Chinatown --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[directed_by]--> Norman Foster
Path (Raw):       Shadows Over Chinatown --[starred_actors]--> Sidney Toler --[(INV) starred_actors]--> Charlie Chan in Reno --[directed_by]--> Norman Foster
Neg LogProb(↓):   0.048257
Path Entropy(↓):  0.241081
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by what a man actors
Start Entity:     What a Man
Gold Answer:      [['Jerzy Kawalerowicz']]
Predicted Ans:    Jerzy Kawalerowicz
Predicted Path:   What a Man --[starred_actors]--> Matthias Schweighöfer --[(INV) starred_actors]--> Night Train --[directed_by]--> Jerzy Kawalerowicz
Path (Raw):       What a Man --[starred_actors]--> Matthias Schweighöfer --[(INV) starred_actors]--> Night Train --[directed_by]--> Jerzy Kawalerowicz
Neg LogProb(↓):   0.000170
Path Entropy(↓):  0.001648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by william lundigan released
Start Entity:     William Lundigan
Gold Answer:      [['1951', '1949']]
Predicted Ans:    1949
Predicted Path:   William Lundigan --[(INV) starred_actors]--> Follow Me Quietly --[release_year]--> 1949
Path (Raw):       William Lundigan --[No Operation]--> William Lundigan --[(INV) starred_actors]--> Follow Me Quietly --[release_year]--> 1949
Neg LogProb(↓):   0.141454
Path Entropy(↓):  0.389995
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of sound of my voice also wrote movies
Start Entity:     Sound of My Voice
Gold Answer:      [['The East', 'Another Earth']]
Predicted Ans:    Another Earth
Predicted Path:   Sound of My Voice --[written_by]--> Brit Marling --[(INV) written_by]--> Another Earth
Path (Raw):       Sound of My Voice --[written_by]--> Brit Marling --[(INV) written_by]--> Another Earth --[No Operation]--> Another Earth
Neg LogProb(↓):   0.390304
Path Entropy(↓):  0.799050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was right at your door written by
Start Entity:     Right at Your Door
Gold Answer:      [['Chris Gorak']]
Predicted Ans:    Chris Gorak
Predicted Path:   Right at Your Door --[written_by]--> Chris Gorak --[(INV) written_by]--> Right at Your Door --[written_by]--> Chris Gorak
Path (Raw):       Right at Your Door --[written_by]--> Chris Gorak --[(INV) written_by]--> Right at Your Door --[written_by]--> Chris Gorak
Neg LogProb(↓):   0.000017
Path Entropy(↓):  0.000208
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by moon child actors
Start Entity:     Moon Child
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Action
Predicted Path:   Moon Child --[starred_actors]--> Gackt --[(INV) starred_actors]--> Bunraku --[has_genre]--> Action
Path (Raw):       Moon Child --[starred_actors]--> Gackt --[(INV) starred_actors]--> Bunraku --[has_genre]--> Action
Neg LogProb(↓):   0.064746
Path Entropy(↓):  0.259497
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by ton satomi in
Start Entity:     Ton Satomi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ton Satomi --[(INV) written_by]--> Late Autumn --[has_genre]--> Drama
Path (Raw):       Ton Satomi --[No Operation]--> Ton Satomi --[(INV) written_by]--> Late Autumn --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by solomon kane actors
Start Entity:     Solomon Kane
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Solomon Kane --[starred_actors]--> James Purefoy --[(INV) starred_actors]--> Ironclad --[in_language]--> English
Path (Raw):       Solomon Kane --[starred_actors]--> James Purefoy --[(INV) starred_actors]--> Ironclad --[in_language]--> English
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in chance
Start Entity:     Chance
Gold Answer:      [['2003']]
Predicted Ans:    2002
Predicted Path:   Chance --[starred_actors]--> James Marsters --[(INV) starred_actors]--> Chance --[release_year]--> 2002
Path (Raw):       Chance --[starred_actors]--> James Marsters --[(INV) starred_actors]--> Chance --[release_year]--> 2002
Neg LogProb(↓):   0.000679
Path Entropy(↓):  0.005629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the films the boys in company c are written by who
Start Entity:     The Boys in Company C
Gold Answer:      [['Gordon Graham', 'Joseph Kahn', 'Mark Palermo', 'Stephen Sewell', 'Sidney J. Furie', 'Billie Holiday', 'Mikko Niskanen', 'Paavo Rintala', 'Stuart Douglass', 'James Doran']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   The Boys in Company C --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Path (Raw):       The Boys in Company C --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> Direct Action --[written_by]--> Sidney J. Furie
Neg LogProb(↓):   0.462613
Path Entropy(↓):  0.963665
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the good son
Start Entity:     The Good Son
Gold Answer:      [['Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Good Son --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Good Son --[has_genre]--> Thriller
Path (Raw):       The Good Son --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Good Son --[has_genre]--> Thriller
Neg LogProb(↓):   0.072435
Path Entropy(↓):  0.323982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the last mistress
Start Entity:     The Last Mistress
Gold Answer:      [['François Berléand', 'Rocco Siffredi', 'Caroline Ducey', 'Sagamore Stévenin', 'Richard Burton', 'Amira Casar', 'John Carradine', 'Roxane Mesquida', 'Raquel Welch', 'Gilles Guillain', 'Sarah Pratt']]
Predicted Ans:    Sarah Pratt
Predicted Path:   The Last Mistress --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Brief Crossing --[starred_actors]--> Sarah Pratt
Path (Raw):       The Last Mistress --[directed_by]--> Catherine Breillat --[(INV) directed_by]--> Brief Crossing --[starred_actors]--> Sarah Pratt
Neg LogProb(↓):   0.657880
Path Entropy(↓):  1.290053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with masters of the universe fall under
Start Entity:     Masters of the Universe
Gold Answer:      [['Western', 'Biography', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Masters of the Universe --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Path (Raw):       Masters of the Universe --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Lolita --[has_genre]--> Drama
Neg LogProb(↓):   0.789199
Path Entropy(↓):  1.066200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film spartan
Start Entity:     Spartan
Gold Answer:      [['David Mamet', 'Jonathan Katz', 'Terence Rattigan', 'Shel Silverstein', 'Anatole de Grunwald']]
Predicted Ans:    David Mamet
Predicted Path:   Spartan --[directed_by]--> David Mamet --[(INV) directed_by]--> The Winslow Boy --[written_by]--> David Mamet
Path (Raw):       Spartan --[directed_by]--> David Mamet --[(INV) directed_by]--> The Winslow Boy --[written_by]--> David Mamet
Neg LogProb(↓):   0.599679
Path Entropy(↓):  1.122997
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in volcano
Start Entity:     Volcano
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Volcano --[in_language]--> Icelandic --[(INV) in_language]--> The Deep --[in_language]--> Icelandic
Path (Raw):       Volcano --[in_language]--> Icelandic --[(INV) in_language]--> The Deep --[in_language]--> Icelandic
Neg LogProb(↓):   0.072853
Path Entropy(↓):  0.321141
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with jon darling
Start Entity:     Jon Darling
Gold Answer:      [['Karen Colston', 'Tom Lycos']]
Predicted Ans:    Jon Darling
Predicted Path:   Jon Darling --[(INV) starred_actors]--> Sweetie --[starred_actors]--> Jon Darling
Path (Raw):       Jon Darling --[No Operation]--> Jon Darling --[(INV) starred_actors]--> Sweetie --[starred_actors]--> Jon Darling
Neg LogProb(↓):   0.226089
Path Entropy(↓):  0.619613
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies acted by craig wasson release
Start Entity:     Craig Wasson
Gold Answer:      [['1984', '1981']]
Predicted Ans:    1981
Predicted Path:   Craig Wasson --[(INV) starred_actors]--> Four Friends --[release_year]--> 1981
Path (Raw):       Craig Wasson --[No Operation]--> Craig Wasson --[(INV) starred_actors]--> Four Friends --[release_year]--> 1981
Neg LogProb(↓):   0.137148
Path Entropy(↓):  0.382872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of the way starred who
Start Entity:     The Way
Gold Answer:      [['Emilio Estevez', 'Leslie Hope', 'Veronica Cartwright', 'Charlie Sheen', 'Demi Moore', 'Martin Sheen', 'Kathy Bates', 'Keith David']]
Predicted Ans:    Emilio Estevez
Predicted Path:   The Way --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home --[starred_actors]--> Emilio Estevez
Path (Raw):       The Way --[directed_by]--> Emilio Estevez --[(INV) directed_by]--> The War at Home --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.588952
Path Entropy(↓):  0.899282
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by fiona gordon starred who
Start Entity:     Fiona Gordon
Gold Answer:      [['Dominique Abel', 'Bruno Romy']]
Predicted Ans:    Fiona Gordon
Predicted Path:   Fiona Gordon --[(INV) written_by]--> The Fairy --[starred_actors]--> Fiona Gordon
Path (Raw):       Fiona Gordon --[No Operation]--> Fiona Gordon --[(INV) written_by]--> The Fairy --[starred_actors]--> Fiona Gordon
Neg LogProb(↓):   0.011272
Path Entropy(↓):  0.069085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the films written by the screenwriter of the lawless frontier
Start Entity:     The Lawless Frontier
Gold Answer:      [['Yakima Canutt', 'Barbara Sheldon', 'John Wayne', 'Verna Hillie']]
Predicted Ans:    John Wayne
Predicted Path:   The Lawless Frontier --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Texas Terror --[starred_actors]--> John Wayne
Path (Raw):       The Lawless Frontier --[written_by]--> Robert N. Bradbury --[(INV) written_by]--> Texas Terror --[starred_actors]--> John Wayne
Neg LogProb(↓):   0.470328
Path Entropy(↓):  0.958441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of wicked blood
Start Entity:     Wicked Blood
Gold Answer:      [['Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Wicked Blood --[written_by]--> Mark Young --[(INV) written_by]--> Tooth and Nail --[has_genre]--> Horror
Path (Raw):       Wicked Blood --[written_by]--> Mark Young --[(INV) written_by]--> Tooth and Nail --[has_genre]--> Horror
Neg LogProb(↓):   0.084540
Path Entropy(↓):  0.317307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie deep end are written by who
Start Entity:     Deep End
Gold Answer:      [['Jerzy Skolimowski', 'Michael Austin', 'Robert Graves']]
Predicted Ans:    Jerzy Skolimowski
Predicted Path:   Deep End --[directed_by]--> Jerzy Skolimowski --[(INV) directed_by]--> Moonlighting --[written_by]--> Jerzy Skolimowski
Path (Raw):       Deep End --[directed_by]--> Jerzy Skolimowski --[(INV) directed_by]--> Moonlighting --[written_by]--> Jerzy Skolimowski
Neg LogProb(↓):   0.152593
Path Entropy(↓):  0.535520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the mother lode director
Start Entity:     Mother Lode
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Mother Lode --[directed_by]--> Fraser Clarke Heston --[(INV) directed_by]--> Mother Lode --[has_genre]--> Adventure
Path (Raw):       Mother Lode --[directed_by]--> Fraser Clarke Heston --[(INV) directed_by]--> Mother Lode --[has_genre]--> Adventure
Neg LogProb(↓):   0.018459
Path Entropy(↓):  0.103565
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with vonetta mcgee
Start Entity:     Vonetta McGee
Gold Answer:      [['William Marshall']]
Predicted Ans:    Vonetta McGee
Predicted Path:   Vonetta McGee --[(INV) starred_actors]--> Blacula --[starred_actors]--> Vonetta McGee
Path (Raw):       Vonetta McGee --[No Operation]--> Vonetta McGee --[(INV) starred_actors]--> Blacula --[starred_actors]--> Vonetta McGee
Neg LogProb(↓):   0.000117
Path Entropy(↓):  0.001174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of laurie mitchell starred movies
Start Entity:     Laurie Mitchell
Gold Answer:      [['1958']]
Predicted Ans:    1958
Predicted Path:   Laurie Mitchell --[(INV) starred_actors]--> Queen of Outer Space --[release_year]--> 1958
Path (Raw):       Laurie Mitchell --[No Operation]--> Laurie Mitchell --[(INV) starred_actors]--> Queen of Outer Space --[release_year]--> 1958
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does matthew knight star in
Start Entity:     Matthew Knight
Gold Answer:      [['The Grudge 3']]
Predicted Ans:    Saw II
Predicted Path:   Matthew Knight --[(INV) starred_actors]--> The Grudge 3 --[starred_actors]--> Shawnee Smith --[(INV) starred_actors]--> Saw II
Path (Raw):       Matthew Knight --[(INV) starred_actors]--> The Grudge 3 --[starred_actors]--> Shawnee Smith --[(INV) starred_actors]--> Saw II
Neg LogProb(↓):   0.007332
Path Entropy(↓):  0.050532
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the film whatever happened to harold smith? released
Start Entity:     Whatever Happened to Harold Smith?
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Whatever Happened to Harold Smith? --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Path (Raw):       Whatever Happened to Harold Smith? --[release_year]--> 1999 --[(INV) release_year]--> The Underground Comedy Movie --[release_year]--> 1999
Neg LogProb(↓):   3.081270
Path Entropy(↓):  4.466599
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film madea goes to jail were released in which years
Start Entity:     Madea Goes to Jail
Gold Answer:      [['2009', '2008', '2005', '2010', '2006', '2014', '2012', '2011', '2007']]
Predicted Ans:    2010
Predicted Path:   Madea Goes to Jail --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[release_year]--> 2010
Path (Raw):       Madea Goes to Jail --[starred_actors]--> Tyler Perry --[(INV) starred_actors]--> Why Did I Get Married Too? --[release_year]--> 2010
Neg LogProb(↓):   0.349753
Path Entropy(↓):  1.179573
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by jared leto
Start Entity:     Jared Leto
Gold Answer:      [['Darren Aronofsky', 'Jaco Van Dormael', 'Steve James', 'Melisa Wallack', 'Craig Borten', 'Eugene Corr']]
Predicted Ans:    Jaco Van Dormael
Predicted Path:   Jared Leto --[(INV) starred_actors]--> Mr. Nobody --[written_by]--> Jaco Van Dormael
Path (Raw):       Jared Leto --[No Operation]--> Jared Leto --[(INV) starred_actors]--> Mr. Nobody --[written_by]--> Jaco Van Dormael
Neg LogProb(↓):   0.721451
Path Entropy(↓):  0.890766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Beaches is a film written by this person
Start Entity:     Beaches
Gold Answer:      [['Iris Rainer', 'Mary Agnes Donoghue']]
Predicted Ans:    Mary Agnes Donoghue
Predicted Path:   Beaches --[written_by]--> Mary Agnes Donoghue --[(INV) written_by]--> Beaches --[written_by]--> Mary Agnes Donoghue
Path (Raw):       Beaches --[written_by]--> Mary Agnes Donoghue --[(INV) written_by]--> Beaches --[written_by]--> Mary Agnes Donoghue
Neg LogProb(↓):   0.653836
Path Entropy(↓):  1.212403
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by hiroyuki okiura
Start Entity:     Hiroyuki Okiura
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hiroyuki Okiura --[(INV) directed_by]--> A Letter to Momo --[in_language]--> Japanese
Path (Raw):       Hiroyuki Okiura --[No Operation]--> Hiroyuki Okiura --[(INV) directed_by]--> A Letter to Momo --[in_language]--> Japanese
Neg LogProb(↓):   0.366312
Path Entropy(↓):  0.616446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by stephen hawking were in which genres
Start Entity:     Stephen Hawking
Gold Answer:      [['Drama', 'Documentary', 'Biography']]
Predicted Ans:    Documentary
Predicted Path:   Stephen Hawking --[(INV) written_by]--> Hawking --[has_genre]--> Documentary
Path (Raw):       Stephen Hawking --[No Operation]--> Stephen Hawking --[(INV) written_by]--> Hawking --[has_genre]--> Documentary
Neg LogProb(↓):   0.322198
Path Entropy(↓):  0.588605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the sessions
Start Entity:     The Sessions
Gold Answer:      [['Helen Hunt', 'John Hawkes']]
Predicted Ans:    Helen Hunt
Predicted Path:   The Sessions --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> Trancers II --[starred_actors]--> Helen Hunt
Path (Raw):       The Sessions --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> Trancers II --[starred_actors]--> Helen Hunt
Neg LogProb(↓):   0.307479
Path Entropy(↓):  0.850297
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by ginger snaps actors
Start Entity:     Ginger Snaps
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Ginger Snaps --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Torment --[written_by]--> Ingmar Bergman
Path (Raw):       Ginger Snaps --[starred_actors]--> Katharine Isabelle --[(INV) starred_actors]--> Torment --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.000037
Path Entropy(↓):  0.000447
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does elke sommer appear in
Start Entity:     Elke Sommer
Gold Answer:      [['The Oscar', 'Boy, Did I Get a Wrong Number!', 'A Shot in the Dark', 'The Prisoner of Zenda', 'Lisa and the Devil', 'The Wrecking Crew', 'The Prize']]
Predicted Ans:    The Wrecking Crew
Predicted Path:   Elke Sommer --[(INV) starred_actors]--> The Wrecking Crew --[starred_actors]--> Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew
Path (Raw):       Elke Sommer --[(INV) starred_actors]--> The Wrecking Crew --[starred_actors]--> Sharon Tate --[(INV) starred_actors]--> The Wrecking Crew
Neg LogProb(↓):   0.141949
Path Entropy(↓):  0.403390
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in mickey blue eyes
Start Entity:     Mickey Blue Eyes
Gold Answer:      [['Hugh Grant']]
Predicted Ans:    Peter Coyote
Predicted Path:   Mickey Blue Eyes --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[starred_actors]--> Peter Coyote
Path (Raw):       Mickey Blue Eyes --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[starred_actors]--> Peter Coyote
Neg LogProb(↓):   0.126113
Path Entropy(↓):  0.492210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor mamie van doren acted together with who
Start Entity:     Mamie Van Doren
Gold Answer:      [['Gig Young', 'Doris Day', 'Clark Gable']]
Predicted Ans:    Doris Day
Predicted Path:   Mamie Van Doren --[(INV) starred_actors]--> Teacher's Pet --[starred_actors]--> Doris Day
Path (Raw):       Mamie Van Doren --[No Operation]--> Mamie Van Doren --[(INV) starred_actors]--> Teacher's Pet --[starred_actors]--> Doris Day
Neg LogProb(↓):   0.687656
Path Entropy(↓):  0.969925
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of divine intervention
Start Entity:     Divine Intervention
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Divine Intervention --[directed_by]--> Elia Suleiman --[(INV) directed_by]--> 7 Days in Havana --[in_language]--> Spanish
Path (Raw):       Divine Intervention --[directed_by]--> Elia Suleiman --[(INV) directed_by]--> 7 Days in Havana --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of street scene were directed by who
Start Entity:     Street Scene
Gold Answer:      [['William Wyler']]
Predicted Ans:    King Vidor
Predicted Path:   Street Scene --[written_by]--> Elmer Rice --[(INV) written_by]--> Street Scene --[directed_by]--> King Vidor
Path (Raw):       Street Scene --[written_by]--> Elmer Rice --[(INV) written_by]--> Street Scene --[directed_by]--> King Vidor
Neg LogProb(↓):   0.000217
Path Entropy(↓):  0.002176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies directed by john sturges were written by who
Start Entity:     John Sturges
Gold Answer:      [['Edward Chodorov', 'Hugh Walpole', 'Edward Anhalt', 'Ernest Hemingway', 'Peter Viertel', 'Don McGuire', 'Howard Breslin', 'Harry Julian Fink', 'Paul Brickhill', 'Leon Uris', 'Les Crutchfield', 'Millard Kaufman', 'Alistair MacLean', 'Francis Biddle', 'Emmet Lavery', 'Douglas Heyes', 'Martin Caidin', 'Borden Chase', 'Elmore Leonard', 'Leonard Spigelgass', 'James Poe', 'Jack Higgins']]
Predicted Ans:    Howard Breslin
Predicted Path:   John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Path (Raw):       John Sturges --[No Operation]--> John Sturges --[(INV) directed_by]--> Bad Day at Black Rock --[written_by]--> Howard Breslin
Neg LogProb(↓):   0.584617
Path Entropy(↓):  1.546039
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with fighting fall under
Start Entity:     Fighting
Gold Answer:      [['Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Fighting --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> Fighting --[has_genre]--> Drama
Path (Raw):       Fighting --[starred_actors]--> Channing Tatum --[(INV) starred_actors]--> Fighting --[has_genre]--> Drama
Neg LogProb(↓):   0.679584
Path Entropy(↓):  1.461243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of a prophet
Start Entity:     A Prophet
Gold Answer:      [['Rust and Bone', 'See How They Fall', 'Read My Lips', 'The Beat That My Heart Skipped']]
Predicted Ans:    A Prophet
Predicted Path:   A Prophet --[written_by]--> Nicolas Peufaillit --[(INV) written_by]--> A Prophet
Path (Raw):       A Prophet --[No Operation]--> A Prophet --[written_by]--> Nicolas Peufaillit --[(INV) written_by]--> A Prophet
Neg LogProb(↓):   0.468729
Path Entropy(↓):  1.105580
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by victor parascos were in which genres
Start Entity:     Victor Parascos
Gold Answer:      [['Fantasy', 'Animation']]
Predicted Ans:    Fantasy
Predicted Path:   Victor Parascos --[(INV) starred_actors]--> Beauty and the Beast --[has_genre]--> Fantasy
Path (Raw):       Victor Parascos --[No Operation]--> Victor Parascos --[(INV) starred_actors]--> Beauty and the Beast --[has_genre]--> Fantasy
Neg LogProb(↓):   1.551406
Path Entropy(↓):  1.601807
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by charles einstein
Start Entity:     Charles Einstein
Gold Answer:      [['1956']]
Predicted Ans:    1956
Predicted Path:   Charles Einstein --[(INV) written_by]--> While the City Sleeps --[release_year]--> 1956
Path (Raw):       Charles Einstein --[No Operation]--> Charles Einstein --[(INV) written_by]--> While the City Sleeps --[release_year]--> 1956
Neg LogProb(↓):   0.014962
Path Entropy(↓):  0.077256
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by bruce wagner
Start Entity:     Bruce Wagner
Gold Answer:      [['Mia Wasikowska', 'Evan Bird', 'Julianne Moore', 'John Cusack']]
Predicted Ans:    Julianne Moore
Predicted Path:   Bruce Wagner --[(INV) written_by]--> Maps to the Stars --[starred_actors]--> Julianne Moore
Path (Raw):       Bruce Wagner --[No Operation]--> Bruce Wagner --[(INV) written_by]--> Maps to the Stars --[starred_actors]--> Julianne Moore
Neg LogProb(↓):   0.727962
Path Entropy(↓):  0.870278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in love at large
Start Entity:     Love at Large
Gold Answer:      [['Anne Archer', 'Elizabeth Perkins', 'Tom Berenger']]
Predicted Ans:    Tom Berenger
Predicted Path:   Love at Large --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Gettysburg --[starred_actors]--> Tom Berenger
Path (Raw):       Love at Large --[starred_actors]--> Tom Berenger --[(INV) starred_actors]--> Gettysburg --[starred_actors]--> Tom Berenger
Neg LogProb(↓):   0.221169
Path Entropy(↓):  0.768189
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of butterfly starred who
Start Entity:     Butterfly
Gold Answer:      [['Millie Perkins']]
Predicted Ans:    Orson Welles
Predicted Path:   Butterfly --[directed_by]--> Matt Cimber --[(INV) directed_by]--> Butterfly --[starred_actors]--> Orson Welles
Path (Raw):       Butterfly --[directed_by]--> Matt Cimber --[(INV) directed_by]--> Butterfly --[starred_actors]--> Orson Welles
Neg LogProb(↓):   0.160794
Path Entropy(↓):  0.429552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share directors with vizontele in
Start Entity:     Vizontele
Gold Answer:      [['Turkish']]
Predicted Ans:    Turkish
Predicted Path:   Vizontele --[directed_by]--> Ömer Faruk Sorak --[(INV) directed_by]--> G.O.R.A. --[in_language]--> Turkish
Path (Raw):       Vizontele --[directed_by]--> Ömer Faruk Sorak --[(INV) directed_by]--> G.O.R.A. --[in_language]--> Turkish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of friday the 13th
Start Entity:     Friday the 13th
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Friday the 13th --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Friday the 13th --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   2.103451
Path Entropy(↓):  3.346118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was kim fuller the writer of
Start Entity:     Kim Fuller
Gold Answer:      [['High Heels and Low Lifes', 'Spice World']]
Predicted Ans:    High Heels and Low Lifes
Predicted Path:   Kim Fuller --[(INV) written_by]--> High Heels and Low Lifes --[written_by]--> Georgia Pritchett --[(INV) written_by]--> High Heels and Low Lifes
Path (Raw):       Kim Fuller --[(INV) written_by]--> High Heels and Low Lifes --[written_by]--> Georgia Pritchett --[(INV) written_by]--> High Heels and Low Lifes
Neg LogProb(↓):   0.832607
Path Entropy(↓):  0.928304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie devil's doorway
Start Entity:     Devil's Doorway
Gold Answer:      [['1946', '1954', '2008', '1936', '1935', '1941', '1939', '1933', '1951', '1982', '1953', '1931', '1995', '1940', '1938', '1955', '1964', '1949', '1952', '1937', '1958']]
Predicted Ans:    1952
Predicted Path:   Devil's Doorway --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Ivanhoe --[release_year]--> 1952
Path (Raw):       Devil's Doorway --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> Ivanhoe --[release_year]--> 1952
Neg LogProb(↓):   2.047105
Path Entropy(↓):  3.223564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of life as we know it
Start Entity:     Life as We Know It
Gold Answer:      [['One for the Money', 'Turistas', 'Transformers', 'Bride of Chucky', 'Win a Date with Tad Hamilton!', 'Wish Upon a Star', 'The Nut Job', 'Love Comes Softly', 'Scenic Route', 'Knocked Up', 'The Ugly Truth', 'Prince Valiant', "You're Not You", 'The Ringer', 'When in Rome', 'Fire with Fire', 'The Big Wedding', 'Killers']]
Predicted Ans:    Prince Valiant
Predicted Path:   Life as We Know It --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Prince Valiant
Path (Raw):       Life as We Know It --[starred_actors]--> Katherine Heigl --[No Operation]--> Katherine Heigl --[(INV) starred_actors]--> Prince Valiant
Neg LogProb(↓):   0.316421
Path Entropy(↓):  0.726683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in day of the falcon
Start Entity:     Day of the Falcon
Gold Answer:      [['Music', 'Sport', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Day of the Falcon --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Path (Raw):       Day of the Falcon --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[has_genre]--> Drama
Neg LogProb(↓):   0.350685
Path Entropy(↓):  1.058978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in high sierra
Start Entity:     High Sierra
Gold Answer:      [['Humphrey Bogart', 'Ida Lupino']]
Predicted Ans:    Humphrey Bogart
Predicted Path:   High Sierra --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> In a Lonely Place --[starred_actors]--> Humphrey Bogart
Path (Raw):       High Sierra --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> In a Lonely Place --[starred_actors]--> Humphrey Bogart
Neg LogProb(↓):   0.578561
Path Entropy(↓):  1.101354
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does rosa sanchez act in
Start Entity:     Rosa Sánchez
Gold Answer:      [['Bolivia']]
Predicted Ans:    Bolivia
Predicted Path:   Rosa Sánchez --[(INV) starred_actors]--> Bolivia --[starred_actors]--> Freddy Flores --[(INV) starred_actors]--> Bolivia
Path (Raw):       Rosa Sánchez --[(INV) starred_actors]--> Bolivia --[starred_actors]--> Freddy Flores --[(INV) starred_actors]--> Bolivia
Neg LogProb(↓):   0.161624
Path Entropy(↓):  0.421391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed despicable me 2
Start Entity:     Despicable Me 2
Gold Answer:      [['Chris Renaud', 'Pierre Coffin']]
Predicted Ans:    Pierre Coffin
Predicted Path:   Despicable Me 2 --[directed_by]--> Chris Renaud --[(INV) directed_by]--> Despicable Me --[directed_by]--> Pierre Coffin
Path (Raw):       Despicable Me 2 --[directed_by]--> Chris Renaud --[(INV) directed_by]--> Despicable Me --[directed_by]--> Pierre Coffin
Neg LogProb(↓):   1.140938
Path Entropy(↓):  1.486013
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by zachary knighton
Start Entity:     Zachary Knighton
Gold Answer:      [['1986', '2007']]
Predicted Ans:    2007
Predicted Path:   Zachary Knighton --[(INV) starred_actors]--> The Hitcher --[release_year]--> 2007
Path (Raw):       Zachary Knighton --[No Operation]--> Zachary Knighton --[(INV) starred_actors]--> The Hitcher --[release_year]--> 2007
Neg LogProb(↓):   0.484994
Path Entropy(↓):  0.666447
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of burn - e also wrote which movies
Start Entity:     BURN-E
Gold Answer:      [['Toy Story 3', 'Monsters, Inc.', "A Bug's Life", 'Finding Nemo', 'Toy Story', 'John Carter']]
Predicted Ans:    A Bug's Life
Predicted Path:   BURN-E --[written_by]--> Andrew Stanton --[(INV) written_by]--> A Bug's Life
Path (Raw):       BURN-E --[written_by]--> Andrew Stanton --[(INV) written_by]--> A Bug's Life --[No Operation]--> A Bug's Life
Neg LogProb(↓):   0.969548
Path Entropy(↓):  1.364438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the shopworn angel starred who
Start Entity:     The Shopworn Angel
Gold Answer:      [['Walter Pidgeon', 'James Stewart', 'Margaret Sullavan']]
Predicted Ans:    James Stewart
Predicted Path:   The Shopworn Angel --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Path (Raw):       The Shopworn Angel --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[starred_actors]--> James Stewart
Neg LogProb(↓):   0.032277
Path Entropy(↓):  0.184121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of leviathan
Start Entity:     Leviathan
Gold Answer:      [['2011']]
Predicted Ans:    2014
Predicted Path:   Leviathan --[written_by]--> Andrey Zvyagintsev --[(INV) written_by]--> Leviathan --[release_year]--> 2014
Path (Raw):       Leviathan --[written_by]--> Andrey Zvyagintsev --[(INV) written_by]--> Leviathan --[release_year]--> 2014
Neg LogProb(↓):   0.044900
Path Entropy(↓):  0.200429
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film the plague dogs were in which genres
Start Entity:     The Plague Dogs
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Plague Dogs --[directed_by]--> Martin Rosen --[(INV) directed_by]--> Watership Down --[has_genre]--> Drama
Path (Raw):       The Plague Dogs --[directed_by]--> Martin Rosen --[(INV) directed_by]--> Watership Down --[has_genre]--> Drama
Neg LogProb(↓):   0.050612
Path Entropy(↓):  0.228747
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote guy and madeline on a park bench
Start Entity:     Guy and Madeline on a Park Bench
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Musical
Predicted Path:   Guy and Madeline on a Park Bench --[written_by]--> Damien Chazelle --[(INV) written_by]--> Guy and Madeline on a Park Bench --[has_genre]--> Musical
Path (Raw):       Guy and Madeline on a Park Bench --[written_by]--> Damien Chazelle --[(INV) written_by]--> Guy and Madeline on a Park Bench --[has_genre]--> Musical
Neg LogProb(↓):   0.002652
Path Entropy(↓):  0.018362
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by william j. cowen release
Start Entity:     William J. Cowen
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   William J. Cowen --[(INV) directed_by]--> Kongo --[release_year]--> 1932
Path (Raw):       William J. Cowen --[No Operation]--> William J. Cowen --[(INV) directed_by]--> Kongo --[release_year]--> 1932
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of alexandre arbatt acted films
Start Entity:     Alexandre Arbatt
Gold Answer:      [['Richard Dembo']]
Predicted Ans:    Richard Dembo
Predicted Path:   Alexandre Arbatt --[(INV) starred_actors]--> Dangerous Moves --[written_by]--> Richard Dembo
Path (Raw):       Alexandre Arbatt --[No Operation]--> Alexandre Arbatt --[(INV) starred_actors]--> Dangerous Moves --[written_by]--> Richard Dembo
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000101
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie 88 minutes were released in which years
Start Entity:     88 Minutes
Gold Answer:      [['1997', '2008', '2001', '1991', '1994']]
Predicted Ans:    2008
Predicted Path:   88 Minutes --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Righteous Kill --[release_year]--> 2008
Path (Raw):       88 Minutes --[directed_by]--> Jon Avnet --[(INV) directed_by]--> Righteous Kill --[release_year]--> 2008
Neg LogProb(↓):   0.362877
Path Entropy(↓):  0.881870
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of edison
Start Entity:     Edison
Gold Answer:      [['Runner Runner', 'The Shipping News', 'Rollerball', 'Beyond the Sea', 'American Beauty', 'Ordinary Decent Criminal', 'Thick as Thieves', "Shackleton's Antarctic Adventure", 'The Hunting of the President', 'Yogi Bear', 'The Long Way Home', 'The Magic of Belle Isle', 'Margin Call', 'Along Came a Spider', 'K-PAX', 'Lean on Me', 'The Shawshank Redemption', 'The Contract', 'Inside Llewyn Davis', 'Horrible Bosses', 'Swimming with Sharks', 'The Bucket List', 'Unleashed', 'Unforgiven', 'Oblivion', 'Wanted', 'Pay It Forward', 'In Too Deep', 'Superman Returns', 'Million Dollar Baby', 'Glory', 'High Crimes', 'Lucky Number Slevin', 'Black Snake Moan', 'In Time', 'Friends with Benefits', 'The Men Who Stare at Goats', 'Casino Jack', 'Iron Will', 'The Life of David Gale', 'Shrink', 'Johnny Handsome', 'Amistad', 'Slow Burn', 'Clean and Sober', 'A Time to Kill', 'An Unfinished Life', 'Father of Invention', 'Deliver Us from Eva', 'Bruce Almighty', 'Midnight in the Garden of Good and Evil', 'S.W.A.T.', 'The Ref', 'Born to Be Wild', 'Driving Miss Daisy', 'Bad Teacher', 'Inseparable', 'Kiss the Girls', 'Moon', '21', 'Nurse Betty', 'Lucy', 'Hard Rain', 'L.A. Confidential', 'Evan Almighty', 'Dolphin Tale 2', 'Last Vegas', 'Consenting Adults', '10 Items or Less', 'Feast of Love', 'Moll Flanders', "A Bug's Life", 'Kingdom Come', 'Invictus', 'Under Suspicion', 'Outbreak', 'The Negotiator', 'The Open Road', 'Chain Reaction']]
Predicted Ans:    Evan Almighty
Predicted Path:   Edison --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty
Path (Raw):       Edison --[starred_actors]--> Morgan Freeman --[No Operation]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty
Neg LogProb(↓):   1.519335
Path Entropy(↓):  2.683919
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by david schneider
Start Entity:     David Schneider
Gold Answer:      [['Drew Daywalt']]
Predicted Ans:    Drew Daywalt
Predicted Path:   David Schneider --[(INV) directed_by]--> Stark Raving Mad --[written_by]--> Drew Daywalt
Path (Raw):       David Schneider --[No Operation]--> David Schneider --[(INV) directed_by]--> Stark Raving Mad --[written_by]--> Drew Daywalt
Neg LogProb(↓):   0.056304
Path Entropy(↓):  0.213875
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in moonlighting
Start Entity:     Moonlighting
Gold Answer:      [['Romance', 'Documentary', 'Western', 'Drama', 'Fantasy', 'Animation', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Moonlighting --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> The Words --[has_genre]--> Drama
Path (Raw):       Moonlighting --[starred_actors]--> Jeremy Irons --[(INV) starred_actors]--> The Words --[has_genre]--> Drama
Neg LogProb(↓):   1.395852
Path Entropy(↓):  1.971129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter bradford ropes wrote films together with who
Start Entity:     Bradford Ropes
Gold Answer:      [['James Seymour', 'Rian James']]
Predicted Ans:    James Seymour
Predicted Path:   Bradford Ropes --[(INV) written_by]--> 42nd Street --[written_by]--> James Seymour
Path (Raw):       Bradford Ropes --[No Operation]--> Bradford Ropes --[(INV) written_by]--> 42nd Street --[written_by]--> James Seymour
Neg LogProb(↓):   0.001656
Path Entropy(↓):  0.013248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film ned kelly are written by who
Start Entity:     Ned Kelly
Gold Answer:      [['Gregor Jordan', 'Karen McCullah', 'Kirsten Smith', 'Buck Henry', 'Robert Sheckley', 'Brian Helgeland', 'Donald Cammell', 'Christopher Nolan', 'Luke Davies', 'Annie Proulx', 'Terry Southern', 'Mason Hoffenberg', 'Diana Ossana', 'Neil Armfield', 'Robert Rodat', 'Larry McMurtry']]
Predicted Ans:    Brian Helgeland
Predicted Path:   Ned Kelly --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[written_by]--> Brian Helgeland
Path (Raw):       Ned Kelly --[starred_actors]--> Heath Ledger --[(INV) starred_actors]--> A Knight's Tale --[written_by]--> Brian Helgeland
Neg LogProb(↓):   0.586702
Path Entropy(↓):  1.061046
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film dog nail clipper
Start Entity:     Dog Nail Clipper
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Dog Nail Clipper --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Path (Raw):       Dog Nail Clipper --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Neg LogProb(↓):   0.580477
Path Entropy(↓):  1.404605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the boy and the pirates
Start Entity:     The Boy and the Pirates
Gold Answer:      [['1962', '1976', '2009', '1960', '1965', '1958', '1977']]
Predicted Ans:    1960
Predicted Path:   The Boy and the Pirates --[written_by]--> Bert I. Gordon --[(INV) written_by]--> The Boy and the Pirates --[release_year]--> 1960
Path (Raw):       The Boy and the Pirates --[written_by]--> Bert I. Gordon --[(INV) written_by]--> The Boy and the Pirates --[release_year]--> 1960
Neg LogProb(↓):   0.544242
Path Entropy(↓):  1.005946
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by mr. skeffington actors
Start Entity:     Mr. Skeffington
Gold Answer:      [['Abem Finkel', 'Seton I. Miller', 'Dashiell Hammett', 'Delmer Daves', 'Paddy Chayefsky', 'John Van Druten', 'Roland Kibbee', 'David Mamet', 'Bertram Bloch', 'Edith Fitzgerald', 'Albert Beich', 'Daniel Taradash', 'Elick Moll', 'Willard Robertson', 'Oscar Millard', 'Val Guest', 'Leslie Sands', 'James Norman Hall', 'Lester Cohen', 'Emlyn Williams', 'Charles Nordhoff', 'Julius J. Epstein', 'Philip G. Epstein', 'George Bernard Shaw', 'Fritz Lang', 'Maurice Hanline', 'Polan Banks', 'Harry Segall', 'Irwin Allen', 'Curt Siodmak', 'Mark Bomback', 'Jimmy Sangster', 'Bill MacIlwraith', 'Ellen Glasgow', 'Lewis R. Foster', 'Mark Twain', 'Charles Kenyon', 'Hal Kanter', 'Paul Green', 'Harry Harrison Kroll', 'Ernst Lothar', 'John Michael Hayes', 'Harold Robbins', 'Laird Doyle', 'Peter Milne', 'Lloyd C. Douglas', 'Joseph L. Mankiewicz', 'Israel Zangwill', 'Olive Higgins Prouty', 'Lukas Heller', 'Robert E. Sherwood', 'Henry Farrell', 'Rachel Field', 'John Collier', 'Louis Verneuil', 'Joseph Than', 'David Greene', 'Barry Oringer', 'Harry Tugend', 'Gore Vidal', 'Brown Holmes', 'Sidney Buchman', 'Maxwell Anderson', 'Norman Reilly Raine', 'Damon Runyon', 'Lenore J. Coffee', 'Gaston Leroux', 'Charlotte Armstrong', 'Jack Moffitt', 'Lillian Hellman', 'Robert Riskin', 'David Boehm', 'Kenneth Earl', 'Fannie Hurst', 'David Ayer', 'W. Somerset Maugham', "John O'Hara", 'John Huston', 'Casey Robinson', 'Clements Ripley', 'James Napier Robertson', 'Florence Engel Randall', 'Stuart Engstrand', 'Owen Davis', 'Jay Anania', 'Lewis E. Lawes', 'David Berry', 'Moss Hart', 'Cameron Rogers', 'Garrett Fort', 'Alexander Key', 'Rian James', 'Malcolm Marmorstein', 'Joan Alison', 'George S. Kaufman', 'Barry Reed', 'Norman Krasna', 'Howard Koch', 'Bartlett Cormack', 'Murray Burnett']]
Predicted Ans:    John Collier
Predicted Path:   Mr. Skeffington --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Path (Raw):       Mr. Skeffington --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> Deception --[written_by]--> John Collier
Neg LogProb(↓):   1.145654
Path Entropy(↓):  2.693667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jules stewart were written by who
Start Entity:     Jules Stewart
Gold Answer:      [['Jared Kurt']]
Predicted Ans:    Jules Stewart
Predicted Path:   Jules Stewart --[(INV) directed_by]--> K-11 --[directed_by]--> Jules Stewart
Path (Raw):       Jules Stewart --[No Operation]--> Jules Stewart --[(INV) directed_by]--> K-11 --[directed_by]--> Jules Stewart
Neg LogProb(↓):   0.293316
Path Entropy(↓):  0.568323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor of dead heat on a merry - go - round also starred in which films
Start Entity:     Dead Heat on a Merry-Go-Round
Gold Answer:      [['Luv', 'Riot on Sunset Strip', 'The Marrying Kind', 'Nightfall', 'Our Man Flint', 'In Like Flint', 'The Americanization of Emily', 'Battle Cry', 'The Green Berets', 'The Last of Sheila', 'Downhill Racer', 'The Internecine Project', 'High Risk', 'Deadfall', 'Bite the Bullet', 'Goldengirl', 'Hudson Hawk', 'American Gun', 'Miss Sadie Thompson', 'Men in War', 'Harry in Your Pocket', 'Firepower', 'The Nutty Professor', "The President's Analyst", 'A High Wind in Jamaica', 'Snow Dogs', 'The Last Hard Men', "We're No Angels", 'Major Dundee', 'Charade', 'Looker', "Mackenna's Gold", 'Midway']]
Predicted Ans:    We're No Angels
Predicted Path:   Dead Heat on a Merry-Go-Round --[starred_actors]--> Aldo Ray --[(INV) starred_actors]--> We're No Angels
Path (Raw):       Dead Heat on a Merry-Go-Round --[No Operation]--> Dead Heat on a Merry-Go-Round --[starred_actors]--> Aldo Ray --[(INV) starred_actors]--> We're No Angels
Neg LogProb(↓):   0.617813
Path Entropy(↓):  1.276151
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by sarah wayne
Start Entity:     Sarah Wayne
Gold Answer:      [['Rick Stevenson']]
Predicted Ans:    Rick Stevenson
Predicted Path:   Sarah Wayne --[(INV) starred_actors]--> Magic in the Water --[written_by]--> Rick Stevenson
Path (Raw):       Sarah Wayne --[No Operation]--> Sarah Wayne --[(INV) starred_actors]--> Magic in the Water --[written_by]--> Rick Stevenson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of wild orchid
Start Entity:     Wild Orchid
Gold Answer:      [['Action', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Wild Orchid --[written_by]--> Zalman King --[(INV) written_by]--> Two Moon Junction --[has_genre]--> Romance
Path (Raw):       Wild Orchid --[written_by]--> Zalman King --[(INV) written_by]--> Two Moon Junction --[has_genre]--> Romance
Neg LogProb(↓):   0.014558
Path Entropy(↓):  0.075582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by dylan moran
Start Entity:     Dylan Moran
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dylan Moran --[(INV) starred_actors]--> A Film with Me in It --[has_genre]--> Comedy
Path (Raw):       Dylan Moran --[No Operation]--> Dylan Moran --[(INV) starred_actors]--> A Film with Me in It --[has_genre]--> Comedy
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by franco nero were directed by who
Start Entity:     Franco Nero
Gold Answer:      [['Enzo G. Castellari', 'Sergio Corbucci', 'Menahem Golan', 'Joshua Logan', 'Luis Buñuel']]
Predicted Ans:    Luis Buñuel
Predicted Path:   Franco Nero --[(INV) starred_actors]--> Tristana --[directed_by]--> Luis Buñuel
Path (Raw):       Franco Nero --[No Operation]--> Franco Nero --[(INV) starred_actors]--> Tristana --[directed_by]--> Luis Buñuel
Neg LogProb(↓):   0.000854
Path Entropy(↓):  0.007755
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in away from her also appears in which films
Start Entity:     Away from Her
Gold Answer:      [['Better Living', 'Heaven Can Wait', 'Dad', 'Moonstruck', 'Cloudburst', 'The Intended', 'Darling', 'Demon Seed', "Don't Look Now", 'Fahrenheit 451', 'The Grand Seduction', 'Doctor Zhivago', "Mr. Holland's Opus", 'Afterglow', 'Petulia', 'The Go-Between', 'Young Cassidy', 'Picture Perfect', 'Shampoo', 'Far from the Madding Crowd']]
Predicted Ans:    Young Cassidy
Predicted Path:   Away from Her --[starred_actors]--> Julie Christie --[(INV) starred_actors]--> Young Cassidy
Path (Raw):       Away from Her --[starred_actors]--> Julie Christie --[No Operation]--> Julie Christie --[(INV) starred_actors]--> Young Cassidy
Neg LogProb(↓):   0.910572
Path Entropy(↓):  1.523121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film murder at the gallop starred which actors
Start Entity:     Murder at the Gallop
Gold Answer:      [['Margaret Rutherford', 'Stringer Davis', 'Robert Morley', 'Flora Robson']]
Predicted Ans:    Margaret Rutherford
Predicted Path:   Murder at the Gallop --[starred_actors]--> Margaret Rutherford --[(INV) starred_actors]--> Blithe Spirit --[starred_actors]--> Margaret Rutherford
Path (Raw):       Murder at the Gallop --[starred_actors]--> Margaret Rutherford --[(INV) starred_actors]--> Blithe Spirit --[starred_actors]--> Margaret Rutherford
Neg LogProb(↓):   0.029505
Path Entropy(↓):  0.171854
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of i'm the one that i want
Start Entity:     I'm the One That I Want
Gold Answer:      [["It's My Party"]]
Predicted Ans:    It's My Party
Predicted Path:   I'm the One That I Want --[starred_actors]--> Margaret Cho --[(INV) starred_actors]--> It's My Party
Path (Raw):       I'm the One That I Want --[starred_actors]--> Margaret Cho --[No Operation]--> Margaret Cho --[(INV) starred_actors]--> It's My Party
Neg LogProb(↓):   0.004586
Path Entropy(↓):  0.031316
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by henry bean in
Start Entity:     Henry Bean
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Henry Bean --[(INV) written_by]--> The Believer --[has_genre]--> Drama
Path (Raw):       Henry Bean --[No Operation]--> Henry Bean --[(INV) written_by]--> The Believer --[has_genre]--> Drama
Neg LogProb(↓):   0.009764
Path Entropy(↓):  0.057601
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the music of chance
Start Entity:     The Music of Chance
Gold Answer:      [['Walter Hill', 'Leslie Greif', 'Mark Frost', 'Mike Nichols', 'Paul Haggis', 'Gary Halvorson', 'Damian Harris', 'Graham Baker', 'Jack Sholder', 'Roland Emmerich', 'Frank Borzage', 'Peter Medak', 'Rowdy Herrington', 'Steven Shainberg', 'Francis Ford Coppola', 'Herbert Ross', 'David Cronenberg', 'Ron Krauss', 'Luis Mandoki', 'Sidney Lumet', 'John McNaughton', 'Peter Yates', 'Michael Gottlieb', 'Rod Holcomb', 'Joe Charbanic', 'Nicholas Kazan']]
Predicted Ans:    Frank Borzage
Predicted Path:   The Music of Chance --[starred_actors]--> James Spader --[(INV) starred_actors]--> Mannequin --[directed_by]--> Frank Borzage
Path (Raw):       The Music of Chance --[starred_actors]--> James Spader --[(INV) starred_actors]--> Mannequin --[directed_by]--> Frank Borzage
Neg LogProb(↓):   0.897594
Path Entropy(↓):  1.023131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the onion movie also wrote movies
Start Entity:     The Onion Movie
Gold Answer:      [['The Wrestler', 'Big Fan']]
Predicted Ans:    Robert D. Siegel
Predicted Path:   The Onion Movie --[written_by]--> Robert D. Siegel --[(INV) written_by]--> The Wrestler --[written_by]--> Robert D. Siegel
Path (Raw):       The Onion Movie --[written_by]--> Robert D. Siegel --[(INV) written_by]--> The Wrestler --[written_by]--> Robert D. Siegel
Neg LogProb(↓):   0.011062
Path Entropy(↓):  0.072835
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films acted by christine cavanaugh released
Start Entity:     Christine Cavanaugh
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Christine Cavanaugh --[(INV) starred_actors]--> The Rugrats Movie --[release_year]--> 1998
Path (Raw):       Christine Cavanaugh --[No Operation]--> Christine Cavanaugh --[(INV) starred_actors]--> The Rugrats Movie --[release_year]--> 1998
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in front of the class
Start Entity:     Front of the Class
Gold Answer:      [['Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Front of the Class --[starred_actors]--> Treat Williams --[(INV) starred_actors]--> The Deep End of the Ocean --[has_genre]--> Drama
Path (Raw):       Front of the Class --[starred_actors]--> Treat Williams --[(INV) starred_actors]--> The Deep End of the Ocean --[has_genre]--> Drama
Neg LogProb(↓):   0.411971
Path Entropy(↓):  1.126247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by kenneth williams
Start Entity:     Kenneth Williams
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Kenneth Williams --[(INV) starred_actors]--> Carry On... Up the Khyber --[release_year]--> 1968
Path (Raw):       Kenneth Williams --[No Operation]--> Kenneth Williams --[(INV) starred_actors]--> Carry On... Up the Khyber --[release_year]--> 1968
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the masque of the red death were in which genres
Start Entity:     The Masque of the Red Death
Gold Answer:      [['Short', 'Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Masque of the Red Death --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General --[has_genre]--> Horror
Path (Raw):       The Masque of the Red Death --[starred_actors]--> Vincent Price --[(INV) starred_actors]--> Witchfinder General --[has_genre]--> Horror
Neg LogProb(↓):   0.616779
Path Entropy(↓):  1.419289
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by jeff harris starred who
Start Entity:     Jeff Harris
Gold Answer:      [['Maureen Stapleton', 'Joe Piscopo', 'Marilu Henner', 'Michael Keaton']]
Predicted Ans:    Michael Keaton
Predicted Path:   Jeff Harris --[(INV) written_by]--> Johnny Dangerously --[starred_actors]--> Michael Keaton
Path (Raw):       Jeff Harris --[No Operation]--> Jeff Harris --[(INV) written_by]--> Johnny Dangerously --[starred_actors]--> Michael Keaton
Neg LogProb(↓):   0.004397
Path Entropy(↓):  0.031267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter catherine linstrum
Start Entity:     Catherine Linstrum
Gold Answer:      [['Rupert Graves', 'Samantha Morton', 'Nicholas Woodeson']]
Predicted Ans:    Samantha Morton
Predicted Path:   Catherine Linstrum --[(INV) written_by]--> Dreaming of Joseph Lees --[starred_actors]--> Samantha Morton
Path (Raw):       Catherine Linstrum --[No Operation]--> Catherine Linstrum --[(INV) written_by]--> Dreaming of Joseph Lees --[starred_actors]--> Samantha Morton
Neg LogProb(↓):   0.002840
Path Entropy(↓):  0.019734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films confessions of a dangerous mind are written by who
Start Entity:     Confessions of a Dangerous Mind
Gold Answer:      [['George Clooney', 'Robert M. Edsel', 'Grant Heslov', 'Beau Willimon', 'Rick Reilly', 'Duncan Brantley']]
Predicted Ans:    George Clooney
Predicted Path:   Confessions of a Dangerous Mind --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[written_by]--> George Clooney
Path (Raw):       Confessions of a Dangerous Mind --[directed_by]--> George Clooney --[(INV) directed_by]--> The Monuments Men --[written_by]--> George Clooney
Neg LogProb(↓):   0.032445
Path Entropy(↓):  0.163083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in pajama party also appears in which films
Start Entity:     Pajama Party
Gold Answer:      [["It's a Bikini World", 'Back to the Beach', 'Babes in Toyland', 'Son of Flubber', 'Bikini Beach', 'How to Stuff a Wild Bikini', 'The Shaggy Dog', 'Beach Blanket Bingo']]
Predicted Ans:    The Shaggy Dog
Predicted Path:   Pajama Party --[starred_actors]--> Tommy Kirk --[(INV) starred_actors]--> The Shaggy Dog
Path (Raw):       Pajama Party --[starred_actors]--> Tommy Kirk --[No Operation]--> Tommy Kirk --[(INV) starred_actors]--> The Shaggy Dog
Neg LogProb(↓):   0.507522
Path Entropy(↓):  0.686230
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the brothers karamazov
Start Entity:     The Brothers Karamazov
Gold Answer:      [['Nikolai Gogol', 'Guy Bolton', 'Jeanie Macpherson', 'Marcelle Maurette', 'C. Gardner Sullivan', 'Harold Lamb', 'Michael Crichton', 'Lyle Saxon', 'Robert Towne', 'Ernest Lehman', 'William Douglas Lansford', 'Edwin Justus Mayer', 'Margaret Landon', 'Richard Wilson', "Louis L'Amour", 'Oscar Hammerstein II', 'Mayo Simon', 'Sam Peckinpah', 'Larry Cohen']]
Predicted Ans:    Michael Crichton
Predicted Path:   The Brothers Karamazov --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Path (Raw):       The Brothers Karamazov --[starred_actors]--> Yul Brynner --[(INV) starred_actors]--> Westworld --[written_by]--> Michael Crichton
Neg LogProb(↓):   0.343447
Path Entropy(↓):  1.127206
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of p2 was who
Start Entity:     P2
Gold Answer:      [['Franck Khalfoun']]
Predicted Ans:    Franck Khalfoun
Predicted Path:   P2 --[directed_by]--> Franck Khalfoun --[(INV) directed_by]--> P2 --[directed_by]--> Franck Khalfoun
Path (Raw):       P2 --[directed_by]--> Franck Khalfoun --[(INV) directed_by]--> P2 --[directed_by]--> Franck Khalfoun
Neg LogProb(↓):   0.008626
Path Entropy(↓):  0.049465
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by sam hellman in
Start Entity:     Sam Hellman
Gold Answer:      [['Drama', 'Musical', 'Western', 'Comedy']]
Predicted Ans:    Western
Predicted Path:   Sam Hellman --[(INV) written_by]--> The Return of Frank James --[has_genre]--> Western
Path (Raw):       Sam Hellman --[No Operation]--> Sam Hellman --[(INV) written_by]--> The Return of Frank James --[has_genre]--> Western
Neg LogProb(↓):   0.159297
Path Entropy(↓):  0.560176
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the second best exotic marigold hotel
Start Entity:     The Second Best Exotic Marigold Hotel
Gold Answer:      [['Edith Wharton', 'Ol Parker', 'Louis de Bernières', 'Marc Norman', 'Jane Goldman', 'Elmore Leonard', 'Deborah Moggach', 'Peter Straughan', 'Assaf Bernstein', 'Rebecca Miller', 'David Auburn', 'Jocelyn Moorhouse', 'Krzysztof Krauze', 'Tom Stoppard', 'David Henry Hwang', 'Matthew Vaughn']]
Predicted Ans:    Edith Wharton
Predicted Path:   The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> Ethan Frome --[written_by]--> Edith Wharton
Path (Raw):       The Second Best Exotic Marigold Hotel --[directed_by]--> John Madden --[(INV) directed_by]--> Ethan Frome --[written_by]--> Edith Wharton
Neg LogProb(↓):   0.752363
Path Entropy(↓):  0.759257
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of taps
Start Entity:     Taps
Gold Answer:      [['Harold Becker']]
Predicted Ans:    Harold Becker
Predicted Path:   Taps --[directed_by]--> Harold Becker --[(INV) directed_by]--> The Onion Field --[directed_by]--> Harold Becker
Path (Raw):       Taps --[directed_by]--> Harold Becker --[(INV) directed_by]--> The Onion Field --[directed_by]--> Harold Becker
Neg LogProb(↓):   0.500095
Path Entropy(↓):  0.673197
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of wolfgang murnberger directed movies
Start Entity:     Wolfgang Murnberger
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Wolfgang Murnberger --[(INV) directed_by]--> The Bone Man --[release_year]--> 2009
Path (Raw):       Wolfgang Murnberger --[No Operation]--> Wolfgang Murnberger --[(INV) directed_by]--> The Bone Man --[release_year]--> 2009
Neg LogProb(↓):   0.005265
Path Entropy(↓):  0.032818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by margo lee
Start Entity:     Margo Lee
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Margo Lee --[(INV) starred_actors]--> Starstruck --[has_genre]--> Comedy
Path (Raw):       Margo Lee --[No Operation]--> Margo Lee --[(INV) starred_actors]--> Starstruck --[has_genre]--> Comedy
Neg LogProb(↓):   0.392469
Path Entropy(↓):  0.630879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of the chipmunk adventure was who
Start Entity:     The Chipmunk Adventure
Gold Answer:      [['Janice Karman']]
Predicted Ans:    Janice Karman
Predicted Path:   The Chipmunk Adventure --[directed_by]--> Janice Karman --[(INV) directed_by]--> The Chipmunk Adventure --[directed_by]--> Janice Karman
Path (Raw):       The Chipmunk Adventure --[directed_by]--> Janice Karman --[(INV) directed_by]--> The Chipmunk Adventure --[directed_by]--> Janice Karman
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in red planet
Start Entity:     Red Planet
Gold Answer:      [['Peter Hyams', 'Michael Oblowitz', 'Ron Shelton', 'Charles Finch', 'Michael Mann', 'Charles Winkler', 'James Cox', 'Sean Stanek', 'Tony Scott', 'Ron Howard', 'Michael Apted', 'David Mamet', 'Albert Pyun', 'Kathryn Bigelow', 'Oliver Stone', 'Jorma Taccone', 'John Frankenheimer', 'Rowdy Herrington', 'Ridley Scott', 'Michael Winterbottom', 'Russell Mulcahy', 'Mark A. Lewis', 'Joel Schumacher', 'Francis Ford Coppola', 'Phillip Noyce', 'Jonathan Hensleigh', 'Martha Coolidge', 'Jason Hewitt', 'Don Taylor', 'Abbas Kiarostami', 'Michael Haussman', 'Steven Spielberg', 'Shane Black', 'Kevin Jarre', 'George P. Cosmatos', 'Frank Pierson', 'Stephen Hopkins', 'Richard Stanley', 'Adam Marcus', 'Paul Morrissey', 'Carl Franklin']]
Predicted Ans:    Don Taylor
Predicted Path:   Red Planet --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[directed_by]--> Don Taylor
Path (Raw):       Red Planet --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[directed_by]--> Don Taylor
Neg LogProb(↓):   1.462891
Path Entropy(↓):  2.413828
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed flesh and bone
Start Entity:     Flesh and Bone
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Flesh and Bone --[directed_by]--> Steve Kloves --[(INV) directed_by]--> The Fabulous Baker Boys --[release_year]--> 1989
Path (Raw):       Flesh and Bone --[directed_by]--> Steve Kloves --[(INV) directed_by]--> The Fabulous Baker Boys --[release_year]--> 1989
Neg LogProb(↓):   0.152844
Path Entropy(↓):  0.408230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by lethal weapon actors
Start Entity:     Lethal Weapon
Gold Answer:      [['Vietnamese', 'English', 'Finnish', 'Chinese', 'Indonesian', 'Lao', 'Russian']]
Predicted Ans:    Vietnamese
Predicted Path:   Lethal Weapon --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Path (Raw):       Lethal Weapon --[starred_actors]--> Danny Glover --[(INV) starred_actors]--> Operation Dumbo Drop --[in_language]--> Vietnamese
Neg LogProb(↓):   0.032209
Path Entropy(↓):  0.140588
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by black nativity actors
Start Entity:     Black Nativity
Gold Answer:      [['Walter Hill', 'Roger Donaldson', 'Craig Bolotin', 'Oliver Hirschbiegel', 'John Sayles', 'Timothy Linh Bui', 'Aaron Harvey', 'Spike Lee', 'Philippe Caland', 'Mark Rydell', 'Miguel Sapochnik', 'Jack Sholder', 'Richard Benjamin', 'Roy London', 'Kathryn Bigelow', 'Wes Craven', 'Scott Stewart', 'Jon Turteltaub', 'Forest Whitaker', 'Michael Bay', 'Roger Christian', 'Abel Ferrara', 'Joel Schumacher', 'Francis Ford Coppola', 'Neil Jordan', 'Aric Avelino', 'Kevin Macdonald', 'Howard Deutch', 'John Singleton', 'Pete Travis', 'Kevin Rodney Sullivan', 'David Ayer', 'Alan Jacobs', 'Frank Oz', 'Brad Furman', 'David Fincher', 'John Irvin', 'Doug Atchison', 'Tengiz Abuladze']]
Predicted Ans:    Oliver Hirschbiegel
Predicted Path:   Black Nativity --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[directed_by]--> Oliver Hirschbiegel
Path (Raw):       Black Nativity --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> The Experiment --[directed_by]--> Oliver Hirschbiegel
Neg LogProb(↓):   0.196043
Path Entropy(↓):  0.808791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in the ice pirates
Start Entity:     The Ice Pirates
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   The Ice Pirates --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Path (Raw):       The Ice Pirates --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[in_language]--> Italian
Neg LogProb(↓):   0.197282
Path Entropy(↓):  0.470279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with timm sharp
Start Entity:     Timm Sharp
Gold Answer:      [['Ruthanna Hopper', 'Mathieu Demy', 'Chiara Mastroianni', 'Leonor Varela', 'Geraldine Chaplin', 'Joshua Jackson', 'Seann William Scott', 'Patrick Breen', 'John B. Crye']]
Predicted Ans:    Chiara Mastroianni
Predicted Path:   Timm Sharp --[(INV) starred_actors]--> Americano --[starred_actors]--> Chiara Mastroianni
Path (Raw):       Timm Sharp --[No Operation]--> Timm Sharp --[(INV) starred_actors]--> Americano --[starred_actors]--> Chiara Mastroianni
Neg LogProb(↓):   0.166762
Path Entropy(↓):  0.509592
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by george scribner release
Start Entity:     George Scribner
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   George Scribner --[(INV) written_by]--> The Lion King --[release_year]--> 1994
Path (Raw):       George Scribner --[No Operation]--> George Scribner --[(INV) written_by]--> The Lion King --[release_year]--> 1994
Neg LogProb(↓):   0.000086
Path Entropy(↓):  0.000893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of liza minnelli
Start Entity:     Liza Minnelli
Gold Answer:      [['Burt Reynolds', 'Joel Grey', 'Michael York', 'Tim McIntire', 'Wendell Burton', 'Gene Hackman', 'Robert De Niro']]
Predicted Ans:    Michael York
Predicted Path:   Liza Minnelli --[(INV) starred_actors]--> Cabaret --[starred_actors]--> Michael York
Path (Raw):       Liza Minnelli --[No Operation]--> Liza Minnelli --[(INV) starred_actors]--> Cabaret --[starred_actors]--> Michael York
Neg LogProb(↓):   0.006149
Path Entropy(↓):  0.044237
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by michael meredith starred which actors
Start Entity:     Michael Meredith
Gold Answer:      [['Justin Timberlake', 'Mary Steenburgen', 'Harry Dean Stanton']]
Predicted Ans:    Mary Steenburgen
Predicted Path:   Michael Meredith --[(INV) directed_by]--> The Open Road --[starred_actors]--> Mary Steenburgen
Path (Raw):       Michael Meredith --[No Operation]--> Michael Meredith --[(INV) directed_by]--> The Open Road --[starred_actors]--> Mary Steenburgen
Neg LogProb(↓):   0.034251
Path Entropy(↓):  0.168048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe shirley valentine
Start Entity:     Shirley Valentine
Gold Answer:      [['lewis gilbert']]
Predicted Ans:    lewis gilbert
Predicted Path:   Shirley Valentine --[has_tags]--> lewis gilbert --[(INV) has_tags]--> Educating Rita --[has_tags]--> lewis gilbert
Path (Raw):       Shirley Valentine --[has_tags]--> lewis gilbert --[(INV) has_tags]--> Educating Rita --[has_tags]--> lewis gilbert
Neg LogProb(↓):   0.011796
Path Entropy(↓):  0.068287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jerome benton acted films
Start Entity:     Jerome Benton
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Jerome Benton --[(INV) starred_actors]--> Under the Cherry Moon --[release_year]--> 1986
Path (Raw):       Jerome Benton --[No Operation]--> Jerome Benton --[(INV) starred_actors]--> Under the Cherry Moon --[release_year]--> 1986
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of zapped again!
Start Entity:     Zapped Again!
Gold Answer:      [['Doug Campbell']]
Predicted Ans:    Doug Campbell
Predicted Path:   Zapped Again! --[directed_by]--> Doug Campbell --[(INV) directed_by]--> Zapped Again! --[directed_by]--> Doug Campbell
Path (Raw):       Zapped Again! --[directed_by]--> Doug Campbell --[(INV) directed_by]--> Zapped Again! --[directed_by]--> Doug Campbell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of gabrielle
Start Entity:     Gabrielle
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Gabrielle --[directed_by]--> Patrice Chéreau --[(INV) directed_by]--> Gabrielle --[in_language]--> French
Path (Raw):       Gabrielle --[directed_by]--> Patrice Chéreau --[(INV) directed_by]--> Gabrielle --[in_language]--> French
Neg LogProb(↓):   0.008415
Path Entropy(↓):  0.051125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the butterfly effect 2
Start Entity:     The Butterfly Effect 2
Gold Answer:      [['Dustin Milligan', 'Eric Lively', 'Gina Holden', 'Erica Durance']]
Predicted Ans:    Dustin Milligan
Predicted Path:   The Butterfly Effect 2 --[starred_actors]--> Dustin Milligan --[(INV) starred_actors]--> Repeaters --[starred_actors]--> Dustin Milligan
Path (Raw):       The Butterfly Effect 2 --[starred_actors]--> Dustin Milligan --[(INV) starred_actors]--> Repeaters --[starred_actors]--> Dustin Milligan
Neg LogProb(↓):   0.012048
Path Entropy(↓):  0.073464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with natalie portman
Start Entity:     Natalie Portman
Gold Answer:      [['Cameron Diaz', 'Dustin Hoffman', 'Anthony Hopkins', 'Ashton Kutcher', 'Jason Schwartzman', 'Ulrich Thomsen', 'Nikolaj Lie Kaas', 'Lisa Kudrow', 'Stephen Rea', 'Hayden Christensen', 'Ashley Judd', 'Charlie Tahan', 'Clive Owen', 'Scott Cohen', 'Uma Thurman', 'Connie Nielsen', 'Dabney Coleman', 'Tom Hiddleston', 'Tobey Maguire', 'Julia Roberts', 'Hugo Weaving', 'Stellan Skarsgård', 'Stockard Channing', 'Danny McBride', 'Chris Hemsworth', 'Hiam Abbass', 'Jude Law', 'Don Johnson', 'Javier Bardem', 'James Franco', 'Mila Kunis', 'Vincent Cassel', 'Leslie Mann', 'Joan Cusack', 'Jake Gyllenhaal', 'Rachel Bilson']]
Predicted Ans:    Ashton Kutcher
Predicted Path:   Natalie Portman --[(INV) starred_actors]--> No Strings Attached --[starred_actors]--> Ashton Kutcher
Path (Raw):       Natalie Portman --[No Operation]--> Natalie Portman --[(INV) starred_actors]--> No Strings Attached --[starred_actors]--> Ashton Kutcher
Neg LogProb(↓):   1.128268
Path Entropy(↓):  1.461110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film fathers'day were in which genres
Start Entity:     Fathers' Day
Gold Answer:      [['Sport', 'Drama', 'War', 'Comedy', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Fathers' Day --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[has_genre]--> Comedy
Path (Raw):       Fathers' Day --[directed_by]--> Ivan Reitman --[(INV) directed_by]--> Junior --[has_genre]--> Comedy
Neg LogProb(↓):   0.108259
Path Entropy(↓):  0.442978
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with palmetto in
Start Entity:     Palmetto
Gold Answer:      [['Italian', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Palmetto --[written_by]--> James Hadley Chase --[(INV) written_by]--> Eva --[in_language]--> Spanish
Path (Raw):       Palmetto --[written_by]--> James Hadley Chase --[(INV) written_by]--> Eva --[in_language]--> Spanish
Neg LogProb(↓):   0.695478
Path Entropy(↓):  0.880493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie dead poets society were released in which years
Start Entity:     Dead Poets Society
Gold Answer:      [['1998', '1975', '1990', '1993', '2010', '1982', '2006', '1985', '1981', '1986', '1977']]
Predicted Ans:    1989
Predicted Path:   Dead Poets Society --[written_by]--> Tom Schulman --[(INV) written_by]--> Dead Poets Society --[release_year]--> 1989
Path (Raw):       Dead Poets Society --[written_by]--> Tom Schulman --[(INV) written_by]--> Dead Poets Society --[release_year]--> 1989
Neg LogProb(↓):   0.842796
Path Entropy(↓):  0.729443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the films directed by the director of diamond dogs
Start Entity:     Diamond Dogs
Gold Answer:      [['Dolph Lundgren']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Diamond Dogs --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[written_by]--> Dolph Lundgren
Path (Raw):       Diamond Dogs --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[written_by]--> Dolph Lundgren
Neg LogProb(↓):   0.260061
Path Entropy(↓):  0.694179
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by terence fisher
Start Entity:     Terence Fisher
Gold Answer:      [['James Hayter', 'Stephen Murray', 'Barbara Payton', 'Freddie Jones', 'Nigel Bruce', 'Basil Rathbone', 'Willard Parker', 'Thorley Walters', 'Paul Henreid', 'Lizabeth Scott', 'Zita Johann', 'Matt Frewer', 'Dennis Price', 'Brendan Fraser', 'Richard Greene', 'Virginia Field', 'Simon Ward', 'Anton Diffring', 'Peter Cushing', 'Yvonne Monlaur', 'Christopher Lee', 'Wendy Barrie', 'Martita Hunt', 'John Hannah', 'Arnold Vosloo', 'Richard Pasco', 'Barbara Shelley', 'Veronica Carlson', 'Rachel Weisz', 'Michael Gwynn', 'Kenneth Welsh', 'Eunice Gayson', 'Francis Matthews', 'Charles Gray', 'Leon Greene', 'Boris Karloff', 'Shane Briant', 'David Prowse', 'David Manners', 'André Morell']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Path (Raw):       Terence Fisher --[No Operation]--> Terence Fisher --[(INV) directed_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.499973
Path Entropy(↓):  1.280117
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie before the fall
Start Entity:     Before the Fall
Gold Answer:      [['Dennis Gansel']]
Predicted Ans:    Dennis Gansel
Predicted Path:   Before the Fall --[written_by]--> Dennis Gansel --[(INV) written_by]--> Before the Fall --[written_by]--> Dennis Gansel
Path (Raw):       Before the Fall --[written_by]--> Dennis Gansel --[(INV) written_by]--> Before the Fall --[written_by]--> Dennis Gansel
Neg LogProb(↓):   0.427914
Path Entropy(↓):  0.669774
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by george wendt were released in which years
Start Entity:     George Wendt
Gold Answer:      [['1986', '2008', '1977', '1991']]
Predicted Ans:    2008
Predicted Path:   George Wendt --[(INV) starred_actors]--> House --[release_year]--> 2008
Path (Raw):       George Wendt --[No Operation]--> George Wendt --[(INV) starred_actors]--> House --[release_year]--> 2008
Neg LogProb(↓):   0.767989
Path Entropy(↓):  1.104693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by francesco casisa
Start Entity:     Francesco Casisa
Gold Answer:      [['Emanuele Crialese']]
Predicted Ans:    Emanuele Crialese
Predicted Path:   Francesco Casisa --[(INV) starred_actors]--> Respiro --[written_by]--> Emanuele Crialese
Path (Raw):       Francesco Casisa --[No Operation]--> Francesco Casisa --[(INV) starred_actors]--> Respiro --[written_by]--> Emanuele Crialese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with the element of crime fall under
Start Entity:     The Element of Crime
Gold Answer:      [['Drama', 'Musical', 'Documentary', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Element of Crime --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[has_genre]--> Comedy
Path (Raw):       The Element of Crime --[directed_by]--> Lars von Trier --[(INV) directed_by]--> The Boss of It All --[has_genre]--> Comedy
Neg LogProb(↓):   0.000562
Path Entropy(↓):  0.005150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the v. i. p. s were in which languages
Start Entity:     The V.I.P.s
Gold Answer:      [['French', 'Swahili', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The V.I.P.s --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Path (Raw):       The V.I.P.s --[starred_actors]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[in_language]--> English
Neg LogProb(↓):   0.855460
Path Entropy(↓):  1.827157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film creator
Start Entity:     Creator
Gold Answer:      [['Paul Brodeur', 'Gregory Widen', 'John Brophy', 'Howard Clewes', 'John Sayles', 'Edward Anhalt', 'Jean Anouilh', 'Marshall Brickman', 'James Goldman', 'Dale Wasserman', 'Leon Piedmont', 'Eric Red', 'Robert Towne', 'E.T.A. Hoffmann', 'Alexander Payne', 'Woody Allen', 'Bernard Rose', 'Richard Maibaum', 'Robert Bolt', 'Hanif Kureishi', 'Walter Farley', 'Kate Kondell', 'Charles Williams', "Jerry O'Connell", 'Keith Allan', 'Delondra Williams', 'Clive Barker', 'John Katzenbach', 'Norman Steinberg', 'Bernardo Bertolucci', 'Edward N. Luttwak', 'Neil Jordan', 'Aric Avelino', 'Wayne Smith', 'Steven Bagatourian', 'Tsutomu Takahashi', 'Richard Rush', 'April Stevens', 'Mark Peploe', 'Guy Thomas', 'Michael Wilson', 'Piers Paul Read', 'Max Catto', 'Harold Ramis', 'Dennis Palumbo', 'Lawrence B. Marcus', 'Greg Carter', "Louis L'Amour", 'Jessica Bendinger', 'Paul Dehn', 'Joseph Kessel', 'James Hadley Chase', 'Hans Hellmut Kirst', 'Alan Jacobs', 'Joseph Conrad', 'Jim Taylor', 'Rex Pickett', 'Amos Poe', 'Richard Brooks', 'Emlyn Williams', 'Bob Fosse', 'Teresa Carpenter', 'Tom DiCillo']]
Predicted Ans:    Richard Brooks
Predicted Path:   Creator --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[written_by]--> Richard Brooks
Path (Raw):       Creator --[starred_actors]--> Peter O'Toole --[(INV) starred_actors]--> Lord Jim --[written_by]--> Richard Brooks
Neg LogProb(↓):   1.023382
Path Entropy(↓):  1.723988
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with lynne frederick
Start Entity:     Lynne Frederick
Gold Answer:      [['Michael Murphy', 'Madeleine Carroll', 'Raymond Massey', 'Ronald Colman', 'Lionel Jeffries', 'Nigel Davenport', 'Deborah Kerr', 'Stewart Granger', 'Louis Calhern', 'Jane Greer', 'Elke Sommer', 'C. Aubrey Smith', 'Peter Sellers']]
Predicted Ans:    Deborah Kerr
Predicted Path:   Lynne Frederick --[(INV) starred_actors]--> The Prisoner of Zenda --[starred_actors]--> Deborah Kerr
Path (Raw):       Lynne Frederick --[No Operation]--> Lynne Frederick --[(INV) starred_actors]--> The Prisoner of Zenda --[starred_actors]--> Deborah Kerr
Neg LogProb(↓):   0.481376
Path Entropy(↓):  0.756082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for never on sunday
Start Entity:     Never on Sunday
Gold Answer:      [['Jules Dassin']]
Predicted Ans:    Jules Dassin
Predicted Path:   Never on Sunday --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[directed_by]--> Jules Dassin
Path (Raw):       Never on Sunday --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[directed_by]--> Jules Dassin
Neg LogProb(↓):   0.157357
Path Entropy(↓):  0.616337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie dangerous liaisons were in which genres
Start Entity:     Dangerous Liaisons
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dangerous Liaisons --[written_by]--> Christopher Hampton --[(INV) written_by]--> Dangerous Liaisons --[has_genre]--> Drama
Path (Raw):       Dangerous Liaisons --[written_by]--> Christopher Hampton --[(INV) written_by]--> Dangerous Liaisons --[has_genre]--> Drama
Neg LogProb(↓):   0.433970
Path Entropy(↓):  0.820117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed love affair
Start Entity:     Love Affair
Gold Answer:      [['Drama', 'Music', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Love Affair --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[has_genre]--> Drama
Path (Raw):       Love Affair --[directed_by]--> Leo McCarey --[(INV) directed_by]--> The Bells of St. Mary's --[has_genre]--> Drama
Neg LogProb(↓):   0.141172
Path Entropy(↓):  0.533686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films khartoum are written by who
Start Entity:     Khartoum
Gold Answer:      [['Anthony Armstrong', 'John Boland', 'Janet Green', 'Jack London', 'Paul Jarrico', 'Nel King', 'Basil Dearden', 'John Baines', 'Bryan Forbes']]
Predicted Ans:    Janet Green
Predicted Path:   Khartoum --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Sapphire --[written_by]--> Janet Green
Path (Raw):       Khartoum --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Sapphire --[written_by]--> Janet Green
Neg LogProb(↓):   0.100981
Path Entropy(↓):  0.444107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to outrageous fortune
Start Entity:     Outrageous Fortune
Gold Answer:      [['bette midler']]
Predicted Ans:    bette midler
Predicted Path:   Outrageous Fortune --[has_tags]--> bette midler --[(INV) has_tags]--> Outrageous Fortune --[has_tags]--> bette midler
Path (Raw):       Outrageous Fortune --[has_tags]--> bette midler --[(INV) has_tags]--> Outrageous Fortune --[has_tags]--> bette midler
Neg LogProb(↓):   0.005129
Path Entropy(↓):  0.032095
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director peter scheerer
Start Entity:     Peter Scheerer
Gold Answer:      [['Rick Yune', 'Rachel Specter', 'Lance Henriksen']]
Predicted Ans:    Rachel Specter
Predicted Path:   Peter Scheerer --[(INV) directed_by]--> Alone in the Dark II --[starred_actors]--> Rachel Specter
Path (Raw):       Peter Scheerer --[No Operation]--> Peter Scheerer --[(INV) directed_by]--> Alone in the Dark II --[starred_actors]--> Rachel Specter
Neg LogProb(↓):   0.659079
Path Entropy(↓):  1.095081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by breaker morant screenwriters
Start Entity:     Breaker Morant
Gold Answer:      [['Dutch', 'English', 'Japanese']]
Predicted Ans:    Dutch
Predicted Path:   Breaker Morant --[written_by]--> Bruce Beresford --[(INV) written_by]--> Paradise Road --[in_language]--> Dutch
Path (Raw):       Breaker Morant --[written_by]--> Bruce Beresford --[(INV) written_by]--> Paradise Road --[in_language]--> Dutch
Neg LogProb(↓):   0.184072
Path Entropy(↓):  0.567813
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie a patch of blue are written by who
Start Entity:     A Patch of Blue
Gold Answer:      [['Jacqueline Susann', 'Bernard Gordon', 'Richard Gregson', 'John Osborne', 'Stanley Mann', 'Michael Craig', 'Philip Yordan', 'Charles E. Israel', 'Sidney Buchman', 'Robert Hamer', 'John Fowles', 'Bryan Forbes']]
Predicted Ans:    Philip Yordan
Predicted Path:   A Patch of Blue --[directed_by]--> Guy Green --[(INV) directed_by]--> 55 Days at Peking --[written_by]--> Philip Yordan
Path (Raw):       A Patch of Blue --[directed_by]--> Guy Green --[(INV) directed_by]--> 55 Days at Peking --[written_by]--> Philip Yordan
Neg LogProb(↓):   0.617444
Path Entropy(↓):  1.148211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the children's hour
Start Entity:     The Children's Hour
Gold Answer:      [['Audrey Hepburn', 'Shirley MacLaine', 'James Garner']]
Predicted Ans:    James Garner
Predicted Path:   The Children's Hour --[starred_actors]--> James Garner --[(INV) starred_actors]--> Skin Game --[starred_actors]--> James Garner
Path (Raw):       The Children's Hour --[starred_actors]--> James Garner --[(INV) starred_actors]--> Skin Game --[starred_actors]--> James Garner
Neg LogProb(↓):   0.632280
Path Entropy(↓):  1.391701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by robert mailer anderson were released in which years
Start Entity:     Robert Mailer Anderson
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Robert Mailer Anderson --[(INV) written_by]--> Pig Hunt --[release_year]--> 2008
Path (Raw):       Robert Mailer Anderson --[No Operation]--> Robert Mailer Anderson --[(INV) written_by]--> Pig Hunt --[release_year]--> 2008
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie the inbetweeners 2
Start Entity:     The Inbetweeners 2
Gold Answer:      [['Grégory Levasseur', 'Ben Palmer']]
Predicted Ans:    Damon Beesley
Predicted Path:   The Inbetweeners 2 --[starred_actors]--> James Buckley --[(INV) starred_actors]--> The Inbetweeners 2 --[directed_by]--> Damon Beesley
Path (Raw):       The Inbetweeners 2 --[starred_actors]--> James Buckley --[(INV) starred_actors]--> The Inbetweeners 2 --[directed_by]--> Damon Beesley
Neg LogProb(↓):   0.112486
Path Entropy(↓):  0.407258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films written by why me? screenwriters
Start Entity:     Why Me?
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Why Me? --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Path (Raw):       Why Me? --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Neg LogProb(↓):   0.002065
Path Entropy(↓):  0.016440
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film hondo
Start Entity:     Hondo
Gold Answer:      [['John Farrow']]
Predicted Ans:    John Farrow
Predicted Path:   Hondo --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[directed_by]--> John Farrow
Path (Raw):       Hondo --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[directed_by]--> John Farrow
Neg LogProb(↓):   0.050273
Path Entropy(↓):  0.255517
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of beauty and the beast
Start Entity:     Beauty and the Beast
Gold Answer:      [['Christophe Gans']]
Predicted Ans:    Jean Cocteau
Predicted Path:   Beauty and the Beast --[written_by]--> Jean Cocteau --[(INV) written_by]--> Orpheus --[written_by]--> Jean Cocteau
Path (Raw):       Beauty and the Beast --[written_by]--> Jean Cocteau --[(INV) written_by]--> Orpheus --[written_by]--> Jean Cocteau
Neg LogProb(↓):   0.006422
Path Entropy(↓):  0.044205
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The film the outside man was directed by who
Start Entity:     The Outside Man
Gold Answer:      [['Jacques Deray']]
Predicted Ans:    Jacques Deray
Predicted Path:   The Outside Man --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[directed_by]--> Jacques Deray
Path (Raw):       The Outside Man --[directed_by]--> Jacques Deray --[(INV) directed_by]--> La Piscine --[directed_by]--> Jacques Deray
Neg LogProb(↓):   0.013956
Path Entropy(↓):  0.073063
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in they died with their boots on
Start Entity:     They Died with Their Boots On
Gold Answer:      [['Romance', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   They Died with Their Boots On --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> Escape Me Never --[has_genre]--> Drama
Path (Raw):       They Died with Their Boots On --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> Escape Me Never --[has_genre]--> Drama
Neg LogProb(↓):   0.623031
Path Entropy(↓):  1.137072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film green for danger
Start Entity:     Green for Danger
Gold Answer:      [['Sidney Gilliat', 'Christianna Brand']]
Predicted Ans:    Frank Launder
Predicted Path:   Green for Danger --[written_by]--> Sidney Gilliat --[(INV) written_by]--> Night Train to Munich --[written_by]--> Frank Launder
Path (Raw):       Green for Danger --[written_by]--> Sidney Gilliat --[(INV) written_by]--> Night Train to Munich --[written_by]--> Frank Launder
Neg LogProb(↓):   0.193227
Path Entropy(↓):  0.502495
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Can you name a film directed by stephen berra
Start Entity:     Stephen Berra
Gold Answer:      [['The Good Life']]
Predicted Ans:    The Good Life
Predicted Path:   Stephen Berra --[(INV) directed_by]--> The Good Life --[directed_by]--> Stephen Berra --[(INV) directed_by]--> The Good Life
Path (Raw):       Stephen Berra --[(INV) directed_by]--> The Good Life --[directed_by]--> Stephen Berra --[(INV) directed_by]--> The Good Life
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie major league ii, when was it released
Start Entity:     Major League II
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Major League II --[release_year]--> 1994 --[(INV) release_year]--> Mary Shelley's Frankenstein --[release_year]--> 1994
Path (Raw):       Major League II --[release_year]--> 1994 --[(INV) release_year]--> Mary Shelley's Frankenstein --[release_year]--> 1994
Neg LogProb(↓):   2.017054
Path Entropy(↓):  3.511981
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed crash
Start Entity:     Crash
Gold Answer:      [['Christopher Hampton', 'Paul Haggis', 'Patrick McGrath', 'Nash Edgerton', 'Jeffrey Boam', 'Guillaume Lemans', 'David Michôd', 'Bruce Wagner', 'John Kerr', 'Josh Olson', 'Vince Locke', 'David Cronenberg', 'Don DeLillo', 'Fred Cavayé', 'David Henry Hwang', 'Norman Snider', 'Bari Wood', 'Jack Geasland', 'Maximilian Erlenwein', 'William S. Burroughs', 'John Wagner', 'James Clavell', 'George Langelaan', 'Mark Boal', 'Stephen King', 'Steven Knight']]
Predicted Ans:    Paul Haggis
Predicted Path:   Crash --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash --[written_by]--> Paul Haggis
Path (Raw):       Crash --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash --[written_by]--> Paul Haggis
Neg LogProb(↓):   0.632412
Path Entropy(↓):  1.141845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in shotgun stories
Start Entity:     Shotgun Stories
Gold Answer:      [['William Friedkin', 'Marc Forster', 'Liza Johnson', 'Ramin Bahrani', 'Jake Paltrow', 'Jared Moshe', 'Noah Buschel', 'Ariel Vromen', 'Zack Snyder', 'Jeannot Szwarc', 'Jeff Nichols', 'Floria Sigismondi']]
Predicted Ans:    Ariel Vromen
Predicted Path:   Shotgun Stories --[starred_actors]--> Michael Shannon --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Path (Raw):       Shotgun Stories --[starred_actors]--> Michael Shannon --[(INV) starred_actors]--> The Iceman --[directed_by]--> Ariel Vromen
Neg LogProb(↓):   0.184326
Path Entropy(↓):  0.635107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie white mischief
Start Entity:     White Mischief
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   White Mischief --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       White Mischief --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.131553
Path Entropy(↓):  4.425282
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about existentialist
Start Entity:     existentialist
Gold Answer:      [['Harold and Maude']]
Predicted Ans:    Harold and Maude
Predicted Path:   existentialist --[(INV) has_tags]--> Harold and Maude --[has_tags]--> bud cort --[(INV) has_tags]--> Harold and Maude
Path (Raw):       existentialist --[(INV) has_tags]--> Harold and Maude --[has_tags]--> bud cort --[(INV) has_tags]--> Harold and Maude
Neg LogProb(↓):   0.395615
Path Entropy(↓):  0.795099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie alien hunter, when was it released
Start Entity:     Alien Hunter
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Alien Hunter --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Alien Hunter --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   2.952384
Path Entropy(↓):  4.393798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the grifters
Start Entity:     The Grifters
Gold Answer:      [['Savage Steve Holland', 'Carol Sobieski', 'Kevin Wade', 'Delmer Daves', 'Robert Towne', 'John Cusack', 'Wes Anderson', 'Lisa Cholodenko', 'Michael Cooney', 'Ben Livingston', 'Hannah Shakespeare', 'Ronald Harwood', 'Rusty Lemorande', 'Charlie Kaufman', 'Donald Ogden Stewart', 'Ramón Menéndez', 'Mark Bowden', 'Neil Jordan', 'Tom Musca', 'Noah Baumbach', 'Robert Benton', 'Richard Russo', 'Choderlos de Laclos', 'Stuart Blumberg', "Morgan O'Neill", 'Nigel Kneale', 'Scott Walker', 'Stephen King', 'Stephen Katz', 'John Darrouzet', "Brendan O'Carroll", 'Scott Phillips', 'Arie Posin', 'Sean Penn', 'James Toback', 'Dean Jennings', 'Stewart Raffill', 'Warren Beatty', 'George Lucas', 'Bruce Wagner', 'Owen Wilson', 'Christine Bell', 'Richard Matheson', 'Marc Klein', 'Bill Fishman', 'Norah Lofts', 'Dibakar Banerjee', 'John Hughes', 'Nick Hornby', 'John Quaintance', 'Guy Bolton', 'Marcelle Maurette', 'Ryan Murphy', 'Nicholas Proffitt', 'Edward Zwick', 'Rodrigo García', 'William Shakespeare', 'Peter Tolan', 'Roland Emmerich', 'David Grovic', 'Michelle Morgan', 'Alan Parker', 'Ian McKellen', 'Gary David Goldberg', 'Claire Cook', 'Francis Ford Coppola', 'John Grisham', 'John Berendt', 'Edgar Allan Poe', 'Jonathan Roberts', 'Roald Dahl', 'Matthew McDuffie', 'Paul Rudnick', 'Aaron Sorkin', 'James Joyce', 'Stanford Sherman', 'W. Somerset Maugham', 'Garry Shandling', 'Mildred Cram', 'Augusten Burroughs', 'Peter McCarthy', 'Ulli Lommel', 'Lee Daniels', 'T. Coraghessan Boyle', 'Leo McCarey', 'Cameron Crowe', 'Billy Crystal', 'Alan Ball', 'Michael Connelly', 'Irwin Winkler', 'Jonathan Gems', 'Paul Conway', 'James Russo']]
Predicted Ans:    Nicholas Proffitt
Predicted Path:   The Grifters --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[written_by]--> Nicholas Proffitt
Path (Raw):       The Grifters --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[written_by]--> Nicholas Proffitt
Neg LogProb(↓):   0.954519
Path Entropy(↓):  1.683517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of rock of ages
Start Entity:     Rock of Ages
Gold Answer:      [['Family', 'Music', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Rock of Ages --[directed_by]--> Adam Shankman --[(INV) directed_by]--> The Wedding Planner --[has_genre]--> Comedy
Path (Raw):       Rock of Ages --[directed_by]--> Adam Shankman --[(INV) directed_by]--> The Wedding Planner --[has_genre]--> Comedy
Neg LogProb(↓):   0.006558
Path Entropy(↓):  0.044592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by mathieu amalric
Start Entity:     Mathieu Amalric
Gold Answer:      [['The Blue Room', 'On Tour']]
Predicted Ans:    On Tour
Predicted Path:   Mathieu Amalric --[(INV) written_by]--> On Tour --[written_by]--> Mathieu Amalric --[(INV) written_by]--> On Tour
Path (Raw):       Mathieu Amalric --[(INV) written_by]--> On Tour --[written_by]--> Mathieu Amalric --[(INV) written_by]--> On Tour
Neg LogProb(↓):   0.005453
Path Entropy(↓):  0.036240
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by isabelle fuhrman
Start Entity:     Isabelle Fuhrman
Gold Answer:      [['Deborah Kampmeier']]
Predicted Ans:    Deborah Kampmeier
Predicted Path:   Isabelle Fuhrman --[(INV) starred_actors]--> Hounddog --[directed_by]--> Deborah Kampmeier
Path (Raw):       Isabelle Fuhrman --[No Operation]--> Isabelle Fuhrman --[(INV) starred_actors]--> Hounddog --[directed_by]--> Deborah Kampmeier
Neg LogProb(↓):   0.000850
Path Entropy(↓):  0.006855
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of zach helm written films
Start Entity:     Zach Helm
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Zach Helm --[(INV) written_by]--> Mr. Magorium's Wonder Emporium --[release_year]--> 2007
Path (Raw):       Zach Helm --[No Operation]--> Zach Helm --[(INV) written_by]--> Mr. Magorium's Wonder Emporium --[release_year]--> 2007
Neg LogProb(↓):   0.004327
Path Entropy(↓):  0.027818
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film 28 days
Start Entity:     28 Days
Gold Answer:      [['Richard Attenborough', 'Philip Ridley', 'Mike Newell', 'Jan de Bont', 'Les Mayfield', 'James B. Harris', 'Bronwen Hughes', 'Alfonso Cuarón', 'Hossein Amini', 'Paul Haggis', 'Anne Fletcher', 'Bob Clark', 'Graeme Clifford', 'Marc Lawrence', 'Peter Bogdanovich', 'Donald Petrie', 'Griffin Dunne', 'Jon Turteltaub', 'Forest Whitaker', 'Yam Laranas', 'Penny Marshall', 'Alan Rudolph', 'Phil Traill', 'Vicente Amorim', 'Ingmar Bergman', 'Callie Khouri', 'Ridley Scott', 'Randa Haines', 'Rob Cohen', 'Andrew Davis', 'Joel Schumacher', 'Takeshi Kitano', 'John Hillcoat', 'Paul Feig', 'Joe Johnston', 'David Cronenberg', 'Douglas McGrath', 'George Seaton', 'John Lee Hancock', 'Alejandro Agresti', 'Brian Levant', 'Nick Murphy', 'Irwin Winkler', 'Barbet Schroeder', 'Bill Bennett', 'Mennan Yapo']]
Predicted Ans:    Philip Ridley
Predicted Path:   28 Days --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Path (Raw):       28 Days --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon --[directed_by]--> Philip Ridley
Neg LogProb(↓):   0.184037
Path Entropy(↓):  0.582077
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did margaret vyner write
Start Entity:     Margaret Vyner
Gold Answer:      [['The Grass Is Greener']]
Predicted Ans:    The Grass Is Greener
Predicted Path:   Margaret Vyner --[(INV) written_by]--> The Grass Is Greener --[written_by]--> Hugh Williams --[(INV) written_by]--> The Grass Is Greener
Path (Raw):       Margaret Vyner --[(INV) written_by]--> The Grass Is Greener --[written_by]--> Hugh Williams --[(INV) written_by]--> The Grass Is Greener
Neg LogProb(↓):   0.269055
Path Entropy(↓):  0.546306
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with kenneth williams
Start Entity:     Kenneth Williams
Gold Answer:      [['Charles Hawtrey', 'Roy Castle']]
Predicted Ans:    Kenneth Williams
Predicted Path:   Kenneth Williams --[(INV) starred_actors]--> Carry On... Up the Khyber --[starred_actors]--> Kenneth Williams
Path (Raw):       Kenneth Williams --[No Operation]--> Kenneth Williams --[(INV) starred_actors]--> Carry On... Up the Khyber --[starred_actors]--> Kenneth Williams
Neg LogProb(↓):   0.000309
Path Entropy(↓):  0.003029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by steven m. l. aronson were directed by who
Start Entity:     Steven M.L. Aronson
Gold Answer:      [['Tom Kalin']]
Predicted Ans:    Tom Kalin
Predicted Path:   Steven M.L. Aronson --[(INV) written_by]--> Savage Grace --[directed_by]--> Tom Kalin
Path (Raw):       Steven M.L. Aronson --[No Operation]--> Steven M.L. Aronson --[(INV) written_by]--> Savage Grace --[directed_by]--> Tom Kalin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of coonskin
Start Entity:     Coonskin
Gold Answer:      [['The Shining']]
Predicted Ans:    The Shining
Predicted Path:   Coonskin --[starred_actors]--> Scatman Crothers --[(INV) starred_actors]--> The Shining
Path (Raw):       Coonskin --[No Operation]--> Coonskin --[starred_actors]--> Scatman Crothers --[(INV) starred_actors]--> The Shining
Neg LogProb(↓):   0.529572
Path Entropy(↓):  0.842614
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jack thompson were in which genres
Start Entity:     Jack Thompson
Gold Answer:      [['Family', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    War
Predicted Path:   Jack Thompson --[(INV) starred_actors]--> Breaker Morant --[has_genre]--> War
Path (Raw):       Jack Thompson --[No Operation]--> Jack Thompson --[(INV) starred_actors]--> Breaker Morant --[has_genre]--> War
Neg LogProb(↓):   0.107870
Path Entropy(↓):  0.330352
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the invisible man were released in which years
Start Entity:     The Invisible Man
Gold Answer:      [['1998', '1939', '1951', '1940', '1936', '1932', '1910', '1931']]
Predicted Ans:    1939
Predicted Path:   The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask --[release_year]--> 1939
Path (Raw):       The Invisible Man --[directed_by]--> James Whale --[(INV) directed_by]--> The Man in the Iron Mask --[release_year]--> 1939
Neg LogProb(↓):   1.144340
Path Entropy(↓):  1.537020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie assassination games were released in which years
Start Entity:     Assassination Games
Gold Answer:      [['2014', '2009']]
Predicted Ans:    2014
Predicted Path:   Assassination Games --[starred_actors]--> Scott Adkins --[(INV) starred_actors]--> The Legend of Hercules --[release_year]--> 2014
Path (Raw):       Assassination Games --[starred_actors]--> Scott Adkins --[(INV) starred_actors]--> The Legend of Hercules --[release_year]--> 2014
Neg LogProb(↓):   0.145900
Path Entropy(↓):  0.451559
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the blues brothers
Start Entity:     The Blues Brothers
Gold Answer:      [['Andrew Solt', 'George Armitage', 'Michael Pressman', 'Tom Mankiewicz', 'Buster Keaton', 'Ivan Reitman', 'Jack Nicholson', 'Bob Clark', 'John Landis', 'Michael Apted', 'Richard Benjamin', 'Eric Brevig', 'Jonathan Lynn', 'Malcolm Leo', 'Nicholas Stoller', 'Harvey Miller', 'Howard Zieff', 'Howard Deutch', 'Steven Spielberg', 'Steve Barron', 'John G. Avildsen', 'Garry Marshall', 'Tom DeCerchio', 'Michael Ritchie']]
Predicted Ans:    John G. Avildsen
Predicted Path:   The Blues Brothers --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Neighbors --[directed_by]--> John G. Avildsen
Path (Raw):       The Blues Brothers --[starred_actors]--> Dan Aykroyd --[(INV) starred_actors]--> Neighbors --[directed_by]--> John G. Avildsen
Neg LogProb(↓):   0.307183
Path Entropy(↓):  1.000360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by betty garrett
Start Entity:     Betty Garrett
Gold Answer:      [['Richard Quine', 'Gene Kelly', 'Edward Buzzell', 'Stanley Donen', 'Alexander Hall']]
Predicted Ans:    Richard Quine
Predicted Path:   Betty Garrett --[(INV) starred_actors]--> My Sister Eileen --[directed_by]--> Richard Quine
Path (Raw):       Betty Garrett --[No Operation]--> Betty Garrett --[(INV) starred_actors]--> My Sister Eileen --[directed_by]--> Richard Quine
Neg LogProb(↓):   0.092418
Path Entropy(↓):  0.343600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with murphy's war
Start Entity:     Murphy's War
Gold Answer:      [['Seven Thieves', 'Fire Down Below', 'Trapeze', "The Devil at 4 O'Clock"]]
Predicted Ans:    The Devil at 4 O'Clock
Predicted Path:   Murphy's War --[written_by]--> Max Catto --[(INV) written_by]--> The Devil at 4 O'Clock
Path (Raw):       Murphy's War --[written_by]--> Max Catto --[(INV) written_by]--> The Devil at 4 O'Clock --[No Operation]--> The Devil at 4 O'Clock
Neg LogProb(↓):   0.179761
Path Entropy(↓):  0.630820
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of splinterheads
Start Entity:     Splinterheads
Gold Answer:      [['Flubber', 'All the Right Moves', 'Casual Sex?', 'Some Kind of Wonderful', 'Article 99', 'Howard the Duck', 'The Trouble with the Truth', 'Ghost Machine', 'SpaceCamp', 'Terminal Velocity', 'Back to the Future Part II', 'Red Dawn', 'The Collection', 'Any Questions for Ben?', 'Back to the Future', 'Man-Thing', 'Superhero Movie', 'The Darkest Hour', 'The Bronze']]
Predicted Ans:    Red Dawn
Predicted Path:   Splinterheads --[starred_actors]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn
Path (Raw):       Splinterheads --[starred_actors]--> Lea Thompson --[No Operation]--> Lea Thompson --[(INV) starred_actors]--> Red Dawn
Neg LogProb(↓):   0.550255
Path Entropy(↓):  1.468503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted together with zelda rubinstein
Start Entity:     Zelda Rubinstein
Gold Answer:      [['Michael Lerner', 'Talia Paul', "Heather O'Rourke"]]
Predicted Ans:    Zelda Rubinstein
Predicted Path:   Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III --[starred_actors]--> Zelda Rubinstein
Path (Raw):       Zelda Rubinstein --[No Operation]--> Zelda Rubinstein --[(INV) starred_actors]--> Poltergeist III --[starred_actors]--> Zelda Rubinstein
Neg LogProb(↓):   0.362826
Path Entropy(↓):  0.708526
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What does kathleen ryan act in
Start Entity:     Kathleen Ryan
Gold Answer:      [['The Sound of Fury']]
Predicted Ans:    The Sound of Fury
Predicted Path:   Kathleen Ryan --[(INV) starred_actors]--> The Sound of Fury --[starred_actors]--> Kathleen Ryan --[(INV) starred_actors]--> The Sound of Fury
Path (Raw):       Kathleen Ryan --[(INV) starred_actors]--> The Sound of Fury --[starred_actors]--> Kathleen Ryan --[(INV) starred_actors]--> The Sound of Fury
Neg LogProb(↓):   0.086689
Path Entropy(↓):  0.287250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by wilt chamberlain
Start Entity:     Wilt Chamberlain
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Wilt Chamberlain --[(INV) starred_actors]--> Conan the Destroyer --[has_genre]--> Adventure
Path (Raw):       Wilt Chamberlain --[No Operation]--> Wilt Chamberlain --[(INV) starred_actors]--> Conan the Destroyer --[has_genre]--> Adventure
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share writers with giant in
Start Entity:     Giant
Gold Answer:      [['English', 'Greek']]
Predicted Ans:    English
Predicted Path:   Giant --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[in_language]--> English
Path (Raw):       Giant --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[in_language]--> English
Neg LogProb(↓):   0.005112
Path Entropy(↓):  0.033201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films involuntary are written by who
Start Entity:     Involuntary
Gold Answer:      [['Ruben Östlund', 'Erik Hemmendorff']]
Predicted Ans:    Ruben Östlund
Predicted Path:   Involuntary --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Force Majeure --[written_by]--> Ruben Östlund
Path (Raw):       Involuntary --[directed_by]--> Ruben Östlund --[(INV) directed_by]--> Force Majeure --[written_by]--> Ruben Östlund
Neg LogProb(↓):   0.172621
Path Entropy(↓):  0.445442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the accidental spy in
Start Entity:     The Accidental Spy
Gold Answer:      [['French', 'Cantonese', 'English', 'Mandarin', 'Chinese', 'Japanese', 'German']]
Predicted Ans:    Cantonese
Predicted Path:   The Accidental Spy --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Path (Raw):       The Accidental Spy --[starred_actors]--> Jackie Chan --[(INV) starred_actors]--> Thunderbolt --[in_language]--> Cantonese
Neg LogProb(↓):   0.612932
Path Entropy(↓):  1.305072
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of john witherspoon acted films
Start Entity:     John Witherspoon
Gold Answer:      [['Ice Cube']]
Predicted Ans:    Ice Cube
Predicted Path:   John Witherspoon --[(INV) starred_actors]--> Next Friday --[written_by]--> Ice Cube
Path (Raw):       John Witherspoon --[No Operation]--> John Witherspoon --[(INV) starred_actors]--> Next Friday --[written_by]--> Ice Cube
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movie the linguini incident
Start Entity:     The Linguini Incident
Gold Answer:      [['Richard Shepard']]
Predicted Ans:    Richard Shepard
Predicted Path:   The Linguini Incident --[directed_by]--> Richard Shepard --[(INV) directed_by]--> The Matador --[directed_by]--> Richard Shepard
Path (Raw):       The Linguini Incident --[directed_by]--> Richard Shepard --[(INV) directed_by]--> The Matador --[directed_by]--> Richard Shepard
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about zoltan korda
Start Entity:     zoltan korda
Gold Answer:      [['The Four Feathers', 'Elephant Boy']]
Predicted Ans:    Elephant Boy
Predicted Path:   zoltan korda --[(INV) has_tags]--> Elephant Boy --[has_tags]--> robert j. flaherty --[(INV) has_tags]--> Elephant Boy
Path (Raw):       zoltan korda --[(INV) has_tags]--> Elephant Boy --[has_tags]--> robert j. flaherty --[(INV) has_tags]--> Elephant Boy
Neg LogProb(↓):   0.007169
Path Entropy(↓):  0.046571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by bibo bergeron were in which languages
Start Entity:     Bibo Bergeron
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Bibo Bergeron --[(INV) directed_by]--> A Monster in Paris --[in_language]--> French
Path (Raw):       Bibo Bergeron --[No Operation]--> Bibo Bergeron --[(INV) directed_by]--> A Monster in Paris --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe remember me
Start Entity:     Remember Me
Gold Answer:      [['drama', 'emilie de ravin', 'robert pattinson', 'pierce brosnan']]
Predicted Ans:    emilie de ravin
Predicted Path:   Remember Me --[has_tags]--> emilie de ravin --[(INV) has_tags]--> Remember Me --[has_tags]--> emilie de ravin
Path (Raw):       Remember Me --[has_tags]--> emilie de ravin --[(INV) has_tags]--> Remember Me --[has_tags]--> emilie de ravin
Neg LogProb(↓):   1.212409
Path Entropy(↓):  2.170651
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of zack and miri make a porno
Start Entity:     Zack and Miri Make a Porno
Gold Answer:      [['Kevin Smith']]
Predicted Ans:    Kevin Smith
Predicted Path:   Zack and Miri Make a Porno --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Path (Raw):       Zack and Miri Make a Porno --[written_by]--> Kevin Smith --[(INV) written_by]--> Clerks II --[directed_by]--> Kevin Smith
Neg LogProb(↓):   0.964435
Path Entropy(↓):  1.679278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by gordon chan released
Start Entity:     Gordon Chan
Gold Answer:      [['1995', '2008', '2003', '1992', '1994']]
Predicted Ans:    1995
Predicted Path:   Gordon Chan --[(INV) written_by]--> Thunderbolt --[release_year]--> 1995
Path (Raw):       Gordon Chan --[No Operation]--> Gordon Chan --[(INV) written_by]--> Thunderbolt --[release_year]--> 1995
Neg LogProb(↓):   0.125209
Path Entropy(↓):  0.510199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Dead ringer is a film written by this person
Start Entity:     Dead Ringer
Gold Answer:      [['Oscar Millard', 'Rian James', 'Albert Beich']]
Predicted Ans:    Albert Beich
Predicted Path:   Dead Ringer --[written_by]--> Albert Beich --[(INV) written_by]--> Dead Ringer --[written_by]--> Albert Beich
Path (Raw):       Dead Ringer --[written_by]--> Albert Beich --[(INV) written_by]--> Dead Ringer --[written_by]--> Albert Beich
Neg LogProb(↓):   0.496820
Path Entropy(↓):  0.848583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of rab ne bana di jodi
Start Entity:     Rab Ne Bana Di Jodi
Gold Answer:      [['Yash Chopra', 'Kunal Kohli', 'Aditya Chopra', 'Kabir Khan']]
Predicted Ans:    Aditya Chopra
Predicted Path:   Rab Ne Bana Di Jodi --[written_by]--> Aditya Chopra --[(INV) written_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Path (Raw):       Rab Ne Bana Di Jodi --[written_by]--> Aditya Chopra --[(INV) written_by]--> Mohabbatein --[directed_by]--> Aditya Chopra
Neg LogProb(↓):   0.004287
Path Entropy(↓):  0.032186
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did jonathan silverman act in
Start Entity:     Jonathan Silverman
Gold Answer:      [['Brighton Beach Memoirs', "Weekend at Bernie's II", 'Little Sister', "Weekend at Bernie's", 'Stealing Home']]
Predicted Ans:    Weekend at Bernie's II
Predicted Path:   Jonathan Silverman --[(INV) starred_actors]--> Weekend at Bernie's II --[starred_actors]--> Terry Kiser --[(INV) starred_actors]--> Weekend at Bernie's II
Path (Raw):       Jonathan Silverman --[(INV) starred_actors]--> Weekend at Bernie's II --[starred_actors]--> Terry Kiser --[(INV) starred_actors]--> Weekend at Bernie's II
Neg LogProb(↓):   0.720715
Path Entropy(↓):  1.236038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie time without pity
Start Entity:     Time Without Pity
Gold Answer:      [['Leo McKern', 'Ann Todd', 'Michael Redgrave']]
Predicted Ans:    Michael Redgrave
Predicted Path:   Time Without Pity --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Dam Busters --[starred_actors]--> Michael Redgrave
Path (Raw):       Time Without Pity --[starred_actors]--> Michael Redgrave --[(INV) starred_actors]--> The Dam Busters --[starred_actors]--> Michael Redgrave
Neg LogProb(↓):   0.926210
Path Entropy(↓):  0.871525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of a personal journey with martin scorsese through american movies
Start Entity:     A Personal Journey with Martin Scorsese Through American Movies
Gold Answer:      [['Mean Streets', 'A Letter to Elia', "Alice Doesn't Live Here Anymore", 'Goodfellas', 'Raging Bull', "Who's That Knocking at My Door", 'Boxcar Bertha', 'The Last Waltz', 'The Last Temptation of Christ', 'New York Stories', 'Bringing Out the Dead', 'Gangs of New York', 'Italianamerican', 'Kundun', 'Cape Fear', 'Casino', 'New York, New York', 'Taxi Driver', 'Shutter Island', 'The Age of Innocence', 'The King of Comedy', 'After Hours', 'The Departed', 'My Voyage to Italy', 'The Aviator', 'Hugo', 'The Color of Money', 'The Wolf of Wall Street']]
Predicted Ans:    Casino
Predicted Path:   A Personal Journey with Martin Scorsese Through American Movies --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino
Path (Raw):       A Personal Journey with Martin Scorsese Through American Movies --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> Casino --[No Operation]--> Casino
Neg LogProb(↓):   1.459274
Path Entropy(↓):  1.953454
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of nicholas shakespeare written movies
Start Entity:     Nicholas Shakespeare
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Nicholas Shakespeare --[(INV) written_by]--> The Dancer Upstairs --[release_year]--> 2002
Path (Raw):       Nicholas Shakespeare --[No Operation]--> Nicholas Shakespeare --[(INV) written_by]--> The Dancer Upstairs --[release_year]--> 2002
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by jane rule
Start Entity:     Jane Rule
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jane Rule --[(INV) written_by]--> Desert Hearts --[has_genre]--> Drama
Path (Raw):       Jane Rule --[No Operation]--> Jane Rule --[(INV) written_by]--> Desert Hearts --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of all or nothing
Start Entity:     All or Nothing
Gold Answer:      [['Philip Davis', 'Pam Ferris', 'Marion Bailey', 'Lesley Manville', 'Allan Corduner', 'Ruth Sheen', 'Tim Roth', 'Lynda Steadman', 'Jim Broadbent', 'Alison Steadman', 'Claire Skinner', 'Timothy Spall', 'Dorothy Atkinson', 'Sally Hawkins', 'Katrin Cartlidge', 'Paul Jesson', 'Jane Horrocks', 'Phil Daniels']]
Predicted Ans:    Jim Broadbent
Predicted Path:   All or Nothing --[written_by]--> Mike Leigh --[(INV) written_by]--> Life Is Sweet --[starred_actors]--> Jim Broadbent
Path (Raw):       All or Nothing --[written_by]--> Mike Leigh --[(INV) written_by]--> Life Is Sweet --[starred_actors]--> Jim Broadbent
Neg LogProb(↓):   0.973678
Path Entropy(↓):  1.824108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by irene miracle released
Start Entity:     Irene Miracle
Gold Answer:      [['1978', '1980', '1953']]
Predicted Ans:    1953
Predicted Path:   Irene Miracle --[(INV) starred_actors]--> Inferno --[release_year]--> 1953
Path (Raw):       Irene Miracle --[No Operation]--> Irene Miracle --[(INV) starred_actors]--> Inferno --[release_year]--> 1953
Neg LogProb(↓):   0.519082
Path Entropy(↓):  0.711512
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by lili taylor were directed by who
Start Entity:     Lili Taylor
Gold Answer:      [['Abel Ferrara', 'James Wan', 'Donald Petrie', 'Susan Seidelman', 'Robert Wise', 'Jan de Bont', 'Bob Gosse', 'Mary Harron', 'Toni Kalem', 'Nancy Savoca']]
Predicted Ans:    Toni Kalem
Predicted Path:   Lili Taylor --[(INV) starred_actors]--> A Slipping-Down Life --[directed_by]--> Toni Kalem
Path (Raw):       Lili Taylor --[No Operation]--> Lili Taylor --[(INV) starred_actors]--> A Slipping-Down Life --[directed_by]--> Toni Kalem
Neg LogProb(↓):   0.210457
Path Entropy(↓):  0.751745
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by breakfast at tiffany's writers
Start Entity:     Breakfast at Tiffany's
Gold Answer:      [['Drama', 'Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Breakfast at Tiffany's --[written_by]--> Truman Capote --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Path (Raw):       Breakfast at Tiffany's --[written_by]--> Truman Capote --[(INV) written_by]--> Beat the Devil --[has_genre]--> Comedy
Neg LogProb(↓):   0.025734
Path Entropy(↓):  0.128119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film the travelling players
Start Entity:     The Travelling Players
Gold Answer:      [['Theodoros Angelopoulos']]
Predicted Ans:    Theodoros Angelopoulos
Predicted Path:   The Travelling Players --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[written_by]--> Theodoros Angelopoulos
Path (Raw):       The Travelling Players --[written_by]--> Theodoros Angelopoulos --[(INV) written_by]--> The Dust of Time --[written_by]--> Theodoros Angelopoulos
Neg LogProb(↓):   0.216322
Path Entropy(↓):  0.535032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie love streams
Start Entity:     Love Streams
Gold Answer:      [['1968', '1980', '1976', '1970', '1997', '2007', '1959', '1999', '1974', '2013', '1977']]
Predicted Ans:    1999
Predicted Path:   Love Streams --[written_by]--> John Cassavetes --[(INV) written_by]--> Gloria --[release_year]--> 1999
Path (Raw):       Love Streams --[written_by]--> John Cassavetes --[(INV) written_by]--> Gloria --[release_year]--> 1999
Neg LogProb(↓):   1.708584
Path Entropy(↓):  2.177469
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with death wish 3 fall under
Start Entity:     Death Wish 3
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Death Wish 3 --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       Death Wish 3 --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   0.080291
Path Entropy(↓):  0.296078
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film penthouse
Start Entity:     Penthouse
Gold Answer:      [['Norman Taurog', 'Tay Garnett', 'James Flood', 'Edward Buzzell', 'Edward H. Griffith', 'Richard Thorpe', 'Irving Cummings', 'Shawn Levy', 'John Ford', 'Mark Robson', 'Frank Capra', 'Tod Browning', 'W.S. Van Dyke', 'Vincent J. Donehue', 'Victor Fleming', 'Jack Conway', 'Irving Reis', 'William Wyler', 'George Archainbaud', 'Clarence Brown', 'Robert Z. Leonard', 'Howard Hawks']]
Predicted Ans:    W.S. Van Dyke
Predicted Path:   Penthouse --[starred_actors]--> Myrna Loy --[(INV) starred_actors]--> The Thin Man --[directed_by]--> W.S. Van Dyke
Path (Raw):       Penthouse --[starred_actors]--> Myrna Loy --[(INV) starred_actors]--> The Thin Man --[directed_by]--> W.S. Van Dyke
Neg LogProb(↓):   0.371878
Path Entropy(↓):  1.130238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of kamchatka
Start Entity:     Kamchatka
Gold Answer:      [['Marcelo Piñeyro']]
Predicted Ans:    Marcelo Piñeyro
Predicted Path:   Kamchatka --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> The Method --[directed_by]--> Marcelo Piñeyro
Path (Raw):       Kamchatka --[written_by]--> Marcelo Piñeyro --[(INV) written_by]--> The Method --[directed_by]--> Marcelo Piñeyro
Neg LogProb(↓):   0.008233
Path Entropy(↓):  0.054204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of ruthless people starred who
Start Entity:     Ruthless People
Gold Answer:      [['Steve Martin', 'Mitchell Whitfield', 'Ralph Macchio', 'Glenne Headly', 'Marisa Tomei', 'Joe Pesci', 'Michael Caine']]
Predicted Ans:    Steve Martin
Predicted Path:   Ruthless People --[written_by]--> Dale Launer --[(INV) written_by]--> Dirty Rotten Scoundrels --[starred_actors]--> Steve Martin
Path (Raw):       Ruthless People --[written_by]--> Dale Launer --[(INV) written_by]--> Dirty Rotten Scoundrels --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.221488
Path Entropy(↓):  0.639124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the pee - wee's big adventure director
Start Entity:     Pee-wee's Big Adventure
Gold Answer:      [['Caroline Thompson', 'Scott Alexander', 'Larry Karaszewski', 'Linda Woolverton', 'Daniel Wallace', 'Michael McDowell', 'Larry Wilson', 'Pierre Boulle', 'Rod Serling', 'Daniel Waters', 'Leonard Ripps', 'Rudolph Grey', 'John August', 'Andrew Kevin Walker', 'Kevin Yagher', 'Michael Wilson', 'Roald Dahl', 'Lawrence Konner', 'Mark Rosenthal', 'Tim Burton', 'Bob Kane', 'Warren Skaaren', 'Sam Hamm', 'Jonathan Gems', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Washington Irving']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Pee-wee's Big Adventure --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Pee-wee's Big Adventure --[directed_by]--> Tim Burton --[(INV) directed_by]--> Alice in Wonderland --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.731847
Path Entropy(↓):  2.169979
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with jordan belfort
Start Entity:     Jordan Belfort
Gold Answer:      [['Terence Winter']]
Predicted Ans:    Terence Winter
Predicted Path:   Jordan Belfort --[(INV) written_by]--> The Wolf of Wall Street --[written_by]--> Terence Winter
Path (Raw):       Jordan Belfort --[No Operation]--> Jordan Belfort --[(INV) written_by]--> The Wolf of Wall Street --[written_by]--> Terence Winter
Neg LogProb(↓):   0.063448
Path Entropy(↓):  0.231012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed bandits
Start Entity:     Bandits
Gold Answer:      [['Turkish', 'Polish']]
Predicted Ans:    German
Predicted Path:   Bandits --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Path (Raw):       Bandits --[directed_by]--> Barry Levinson --[(INV) directed_by]--> Bandits --[in_language]--> German
Neg LogProb(↓):   0.018797
Path Entropy(↓):  0.106057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of johnny skidmarks
Start Entity:     Johnny Skidmarks
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Johnny Skidmarks --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       Johnny Skidmarks --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   0.515781
Path Entropy(↓):  1.206002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by winston groom in
Start Entity:     Winston Groom
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Winston Groom --[(INV) written_by]--> Forrest Gump --[has_genre]--> Drama
Path (Raw):       Winston Groom --[No Operation]--> Winston Groom --[(INV) written_by]--> Forrest Gump --[has_genre]--> Drama
Neg LogProb(↓):   0.000096
Path Entropy(↓):  0.000985
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the author of ghost rider
Start Entity:     Ghost Rider
Gold Answer:      [['Mark Steven Johnson']]
Predicted Ans:    Mark Steven Johnson
Predicted Path:   Ghost Rider --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Simon Birch --[written_by]--> Mark Steven Johnson
Path (Raw):       Ghost Rider --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Simon Birch --[written_by]--> Mark Steven Johnson
Neg LogProb(↓):   0.000180
Path Entropy(↓):  0.001833
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie the perfect storm
Start Entity:     The Perfect Storm
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   The Perfect Storm --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       The Perfect Storm --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   2.967547
Path Entropy(↓):  4.364721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with marivaux
Start Entity:     Marivaux
Gold Answer:      [['Bernardo Bertolucci', 'Clare Peploe']]
Predicted Ans:    Bernardo Bertolucci
Predicted Path:   Marivaux --[(INV) written_by]--> The Triumph of Love --[written_by]--> Bernardo Bertolucci
Path (Raw):       Marivaux --[No Operation]--> Marivaux --[(INV) written_by]--> The Triumph of Love --[written_by]--> Bernardo Bertolucci
Neg LogProb(↓):   0.011963
Path Entropy(↓):  0.072596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of there be dragons
Start Entity:     There Be Dragons
Gold Answer:      [['Roland Joffé']]
Predicted Ans:    Roland Joffé
Predicted Path:   There Be Dragons --[written_by]--> Roland Joffé --[(INV) written_by]--> There Be Dragons --[directed_by]--> Roland Joffé
Path (Raw):       There Be Dragons --[written_by]--> Roland Joffé --[(INV) written_by]--> There Be Dragons --[directed_by]--> Roland Joffé
Neg LogProb(↓):   0.339741
Path Entropy(↓):  0.835781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with chronicle of an escape fall under
Start Entity:     Chronicle of an Escape
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Chronicle of an Escape --[written_by]--> Adrián Caetano --[(INV) written_by]--> Bolivia --[has_genre]--> Drama
Path (Raw):       Chronicle of an Escape --[written_by]--> Adrián Caetano --[(INV) written_by]--> Bolivia --[has_genre]--> Drama
Neg LogProb(↓):   0.004523
Path Entropy(↓):  0.033923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by rob dawber released
Start Entity:     Rob Dawber
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Rob Dawber --[(INV) written_by]--> The Navigators --[release_year]--> 2001
Path (Raw):       Rob Dawber --[No Operation]--> Rob Dawber --[(INV) written_by]--> The Navigators --[release_year]--> 2001
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000046
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in funny about love
Start Entity:     Funny About Love
Gold Answer:      [['Richard Pryor', 'Norman Steinberg', 'Gene Wilder', 'Buster Keaton', 'Mary Shelley', 'Edward F. Cline', 'Yves Robert', 'Mel Brooks', 'Gabriel Walsh', 'Andrew Bergman', 'Marvin Worth']]
Predicted Ans:    Mel Brooks
Predicted Path:   Funny About Love --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[written_by]--> Mel Brooks
Path (Raw):       Funny About Love --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles --[written_by]--> Mel Brooks
Neg LogProb(↓):   0.724842
Path Entropy(↓):  1.467982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of towelhead
Start Entity:     Towelhead
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Towelhead --[written_by]--> Alan Ball --[(INV) written_by]--> Towelhead --[has_genre]--> Drama
Path (Raw):       Towelhead --[written_by]--> Alan Ball --[(INV) written_by]--> Towelhead --[has_genre]--> Drama
Neg LogProb(↓):   0.119097
Path Entropy(↓):  0.351763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote nine months
Start Entity:     Nine Months
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Nine Months --[written_by]--> Chris Columbus --[(INV) written_by]--> The Goonies --[in_language]--> Spanish
Path (Raw):       Nine Months --[written_by]--> Chris Columbus --[(INV) written_by]--> The Goonies --[in_language]--> Spanish
Neg LogProb(↓):   0.000744
Path Entropy(↓):  0.006968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for days of glory
Start Entity:     Days of Glory
Gold Answer:      [['Casey Robinson']]
Predicted Ans:    Rachid Bouchareb
Predicted Path:   Days of Glory --[written_by]--> Rachid Bouchareb --[(INV) written_by]--> London River --[written_by]--> Rachid Bouchareb
Path (Raw):       Days of Glory --[written_by]--> Rachid Bouchareb --[(INV) written_by]--> London River --[written_by]--> Rachid Bouchareb
Neg LogProb(↓):   0.560000
Path Entropy(↓):  0.782876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the film ossessione
Start Entity:     Ossessione
Gold Answer:      [['Luchino Visconti']]
Predicted Ans:    Luchino Visconti
Predicted Path:   Ossessione --[written_by]--> Luchino Visconti --[(INV) written_by]--> Ludwig --[written_by]--> Luchino Visconti
Path (Raw):       Ossessione --[written_by]--> Luchino Visconti --[(INV) written_by]--> Ludwig --[written_by]--> Luchino Visconti
Neg LogProb(↓):   0.591826
Path Entropy(↓):  0.752287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Giulio petroni was the director of which films
Start Entity:     Giulio Petroni
Gold Answer:      [['Death Rides a Horse']]
Predicted Ans:    Death Rides a Horse
Predicted Path:   Giulio Petroni --[(INV) directed_by]--> Death Rides a Horse --[directed_by]--> Giulio Petroni --[(INV) directed_by]--> Death Rides a Horse
Path (Raw):       Giulio Petroni --[(INV) directed_by]--> Death Rides a Horse --[directed_by]--> Giulio Petroni --[(INV) directed_by]--> Death Rides a Horse
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by harriet hilliard
Start Entity:     Harriet Hilliard
Gold Answer:      [['Allan Scott', 'Dwight Taylor', 'Hubert Osborne']]
Predicted Ans:    Allan Scott
Predicted Path:   Harriet Hilliard --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Path (Raw):       Harriet Hilliard --[No Operation]--> Harriet Hilliard --[(INV) starred_actors]--> Follow the Fleet --[written_by]--> Allan Scott
Neg LogProb(↓):   0.006175
Path Entropy(↓):  0.041265
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie observe and report
Start Entity:     Observe and Report
Gold Answer:      [['2008', '2003', '1992', '1920', '2006', '2007', '1998', '2009', '2010', '2014', '1994', '1995', '2001', '1990', '1989', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '2000', '1997', '2005', '1999']]
Predicted Ans:    1995
Predicted Path:   Observe and Report --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop --[release_year]--> 1995
Path (Raw):       Observe and Report --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop --[release_year]--> 1995
Neg LogProb(↓):   0.443198
Path Entropy(↓):  1.127090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie camille claudel 1915 are written by who
Start Entity:     Camille Claudel 1915
Gold Answer:      [['Bruno Dumont']]
Predicted Ans:    Bruno Dumont
Predicted Path:   Camille Claudel 1915 --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders --[written_by]--> Bruno Dumont
Path (Raw):       Camille Claudel 1915 --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders --[written_by]--> Bruno Dumont
Neg LogProb(↓):   0.246680
Path Entropy(↓):  0.691316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie forbidden planet are written by who
Start Entity:     Forbidden Planet
Gold Answer:      [['Waldo Salt', 'Dana Burnet', 'Philip Dunne', 'Robert Thoeren', 'Louis Bromfield', 'Pat Proft', 'Polly James', 'Irwin Allen', 'Luiz Bolognesi', 'Austregésilo Carrano', 'Ralph Wheelwright', 'William Wister Haines', 'Jason Friedberg', 'William R. Laidlaw', 'Howard Breslin', 'Charles Schnee', 'Aaron Seltzer', 'George Bradshaw', 'Don McGuire', 'Millard Kaufman', 'George Froeschel', 'Rod Serling', 'Sidney Sheldon', 'Alistair MacLean', 'Cid Ricketts Sumner', 'F. Scott Fitzgerald', 'Paul Osborn', 'Richard Llewellyn', 'Jan Struther', 'Alfred Lewis Levitt', 'Krzysztof Zanussi', 'Charles Bennett', 'Ronald Austin', 'John Galsworthy', 'Bob Logan', 'Everett Freeman', 'Craig Mazin', 'Anita Loos', 'Bruce Kimmel', 'Stephen King', 'Richard Brooks', 'Mary Chase', 'Joseph Dougherty', 'W.R. Burnett', 'Julius J. Epstein', 'Philip G. Epstein', 'Geoffrey Household', 'Herbert Baker']]
Predicted Ans:    Geoffrey Household
Predicted Path:   Forbidden Planet --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[written_by]--> Geoffrey Household
Path (Raw):       Forbidden Planet --[starred_actors]--> Walter Pidgeon --[(INV) starred_actors]--> Man Hunt --[written_by]--> Geoffrey Household
Neg LogProb(↓):   0.036630
Path Entropy(↓):  0.205241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jorge michel grau directed films
Start Entity:     Jorge Michel Grau
Gold Answer:      [['2013', '2010']]
Predicted Ans:    2013
Predicted Path:   Jorge Michel Grau --[(INV) directed_by]--> We Are What We Are --[release_year]--> 2013
Path (Raw):       Jorge Michel Grau --[No Operation]--> Jorge Michel Grau --[(INV) directed_by]--> We Are What We Are --[release_year]--> 2013
Neg LogProb(↓):   0.758527
Path Entropy(↓):  1.147861
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did tim burstall direct
Start Entity:     Tim Burstall
Gold Answer:      [['Attack Force Z']]
Predicted Ans:    Attack Force Z
Predicted Path:   Tim Burstall --[(INV) directed_by]--> Attack Force Z --[directed_by]--> Tim Burstall --[(INV) directed_by]--> Attack Force Z
Path (Raw):       Tim Burstall --[(INV) directed_by]--> Attack Force Z --[directed_by]--> Tim Burstall --[(INV) directed_by]--> Attack Force Z
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of imaginary crimes
Start Entity:     Imaginary Crimes
Gold Answer:      [['Sheila Ballantyne']]
Predicted Ans:    Sheila Ballantyne
Predicted Path:   Imaginary Crimes --[written_by]--> Sheila Ballantyne --[(INV) written_by]--> Imaginary Crimes --[written_by]--> Sheila Ballantyne
Path (Raw):       Imaginary Crimes --[written_by]--> Sheila Ballantyne --[(INV) written_by]--> Imaginary Crimes --[written_by]--> Sheila Ballantyne
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did andy paris write
Start Entity:     Andy Paris
Gold Answer:      [['The Laramie Project']]
Predicted Ans:    The Laramie Project
Predicted Path:   Andy Paris --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Path (Raw):       Andy Paris --[(INV) written_by]--> The Laramie Project --[written_by]--> Stephen Wangh --[(INV) written_by]--> The Laramie Project
Neg LogProb(↓):   0.490700
Path Entropy(↓):  1.145614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by the scarlet empress actors
Start Entity:     The Scarlet Empress
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   The Scarlet Empress --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Path (Raw):       The Scarlet Empress --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> Judgment at Nuremberg --[in_language]--> German
Neg LogProb(↓):   0.009715
Path Entropy(↓):  0.063124
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of big sur starred who
Start Entity:     Big Sur
Gold Answer:      [['Peter Orlovsky', 'Larry Rivers', 'Gregory Corso', 'Garrett Hedlund', 'Kristen Stewart', 'Michael Polish', 'Mark Polish', 'Nick Nolte', 'Sam Riley', 'Amy Adams', 'James Woods', 'Allen Ginsberg']]
Predicted Ans:    Peter Orlovsky
Predicted Path:   Big Sur --[written_by]--> Jack Kerouac --[(INV) written_by]--> Pull My Daisy --[starred_actors]--> Peter Orlovsky
Path (Raw):       Big Sur --[written_by]--> Jack Kerouac --[(INV) written_by]--> Pull My Daisy --[starred_actors]--> Peter Orlovsky
Neg LogProb(↓):   0.071581
Path Entropy(↓):  0.348102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed yor, the hunter from the future
Start Entity:     Yor, the Hunter from the Future
Gold Answer:      [['Ivan Reiner', 'Renato Moretti']]
Predicted Ans:    Ivan Reiner
Predicted Path:   Yor, the Hunter from the Future --[directed_by]--> Antonio Margheriti --[(INV) directed_by]--> Wild, Wild Planet --[written_by]--> Ivan Reiner
Path (Raw):       Yor, the Hunter from the Future --[directed_by]--> Antonio Margheriti --[(INV) directed_by]--> Wild, Wild Planet --[written_by]--> Ivan Reiner
Neg LogProb(↓):   0.668442
Path Entropy(↓):  1.288425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie only yesterday were in which genres
Start Entity:     Only Yesterday
Gold Answer:      [['Drama', 'War', 'Family', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Only Yesterday --[written_by]--> Isao Takahata --[(INV) written_by]--> Only Yesterday --[has_genre]--> Drama
Path (Raw):       Only Yesterday --[written_by]--> Isao Takahata --[(INV) written_by]--> Only Yesterday --[has_genre]--> Drama
Neg LogProb(↓):   0.026314
Path Entropy(↓):  0.133030
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by a walk to remember screenwriters
Start Entity:     A Walk to Remember
Gold Answer:      [['Hungarian']]
Predicted Ans:    Hungarian
Predicted Path:   A Walk to Remember --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Notebook --[in_language]--> Hungarian
Path (Raw):       A Walk to Remember --[written_by]--> Nicholas Sparks --[(INV) written_by]--> The Notebook --[in_language]--> Hungarian
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000648
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by claire forlani
Start Entity:     Claire Forlani
Gold Answer:      [['Julian Schnabel', 'Howard Franklin', 'Gordon Chan', 'Stephen Tolkin', 'Nora Roberts']]
Predicted Ans:    Gordon Chan
Predicted Path:   Claire Forlani --[(INV) starred_actors]--> The Medallion --[written_by]--> Gordon Chan
Path (Raw):       Claire Forlani --[No Operation]--> Claire Forlani --[(INV) starred_actors]--> The Medallion --[written_by]--> Gordon Chan
Neg LogProb(↓):   0.532954
Path Entropy(↓):  0.734720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by rene wheeler were in which genres
Start Entity:     René Wheeler
Gold Answer:      [['Drama', 'Music']]
Predicted Ans:    Drama
Predicted Path:   René Wheeler --[(INV) written_by]--> The Chorus --[has_genre]--> Drama
Path (Raw):       René Wheeler --[No Operation]--> René Wheeler --[(INV) written_by]--> The Chorus --[has_genre]--> Drama
Neg LogProb(↓):   0.053589
Path Entropy(↓):  0.204884
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does branko tomovic appear in
Start Entity:     Branko Tomovic
Gold Answer:      [['Entity']]
Predicted Ans:    Entity
Predicted Path:   Branko Tomovic --[(INV) starred_actors]--> Entity --[starred_actors]--> Dervla Kirwan --[(INV) starred_actors]--> Entity
Path (Raw):       Branko Tomovic --[(INV) starred_actors]--> Entity --[starred_actors]--> Dervla Kirwan --[(INV) starred_actors]--> Entity
Neg LogProb(↓):   0.382650
Path Entropy(↓):  0.729709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did carmine giovinazzo star in
Start Entity:     Carmine Giovinazzo
Gold Answer:      [['The Learning Curve']]
Predicted Ans:    The Learning Curve
Predicted Path:   Carmine Giovinazzo --[(INV) starred_actors]--> The Learning Curve --[starred_actors]--> Norbert Weisser --[(INV) starred_actors]--> The Learning Curve
Path (Raw):       Carmine Giovinazzo --[(INV) starred_actors]--> The Learning Curve --[starred_actors]--> Norbert Weisser --[(INV) starred_actors]--> The Learning Curve
Neg LogProb(↓):   0.461771
Path Entropy(↓):  0.833868
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of accion mutante
Start Entity:     Acción mutante
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Acción mutante --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Acción mutante --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.535974
Path Entropy(↓):  4.632487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies together with sydney j. bounds
Start Entity:     Sydney J. Bounds
Gold Answer:      [['Clive Dawson']]
Predicted Ans:    Sydney J. Bounds
Predicted Path:   Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars --[written_by]--> Sydney J. Bounds
Path (Raw):       Sydney J. Bounds --[No Operation]--> Sydney J. Bounds --[(INV) written_by]--> The Last Days on Mars --[written_by]--> Sydney J. Bounds
Neg LogProb(↓):   0.096612
Path Entropy(↓):  0.307350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the movies written by jerome armstrong
Start Entity:     Jerome Armstrong
Gold Answer:      [['2011', '1997']]
Predicted Ans:    1997
Predicted Path:   Jerome Armstrong --[(INV) written_by]--> Volcano --[release_year]--> 1997
Path (Raw):       Jerome Armstrong --[No Operation]--> Jerome Armstrong --[(INV) written_by]--> Volcano --[release_year]--> 1997
Neg LogProb(↓):   0.356212
Path Entropy(↓):  0.610596
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of killing them softly
Start Entity:     Killing Them Softly
Gold Answer:      [['Peter Yates', 'Andrew Dominik']]
Predicted Ans:    Andrew Dominik
Predicted Path:   Killing Them Softly --[written_by]--> Andrew Dominik --[(INV) written_by]--> Killing Them Softly --[directed_by]--> Andrew Dominik
Path (Raw):       Killing Them Softly --[written_by]--> Andrew Dominik --[(INV) written_by]--> Killing Them Softly --[directed_by]--> Andrew Dominik
Neg LogProb(↓):   0.232771
Path Entropy(↓):  0.760367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of in old arizona
Start Entity:     In Old Arizona
Gold Answer:      [['Carmen Miranda', 'Don Ameche', 'Shepperd Strudwick', 'Jane Russell', 'Shirley Temple', 'Betty Grable', 'Gene Tierney', 'Rochelle Hudson', 'Dana Andrews', 'Charlotte Greenwood', 'Frank Sinatra', 'Randolph Scott', 'Groucho Marx', 'John Boles']]
Predicted Ans:    Shirley Temple
Predicted Path:   In Old Arizona --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Poor Little Rich Girl --[starred_actors]--> Shirley Temple
Path (Raw):       In Old Arizona --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Poor Little Rich Girl --[starred_actors]--> Shirley Temple
Neg LogProb(↓):   0.304162
Path Entropy(↓):  0.921191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of camille claudel 1915
Start Entity:     Camille Claudel 1915
Gold Answer:      [['Twentynine Palms', 'Hadewijch', 'Flanders', 'Humanité']]
Predicted Ans:    Flanders
Predicted Path:   Camille Claudel 1915 --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders
Path (Raw):       Camille Claudel 1915 --[No Operation]--> Camille Claudel 1915 --[directed_by]--> Bruno Dumont --[(INV) directed_by]--> Flanders
Neg LogProb(↓):   0.086059
Path Entropy(↓):  0.350247
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for either way
Start Entity:     Either Way
Gold Answer:      [['Hafsteinn Gunnar Sigurðsson']]
Predicted Ans:    Hafsteinn Gunnar Sigurðsson
Predicted Path:   Either Way --[directed_by]--> Hafsteinn Gunnar Sigurðsson --[(INV) directed_by]--> Either Way --[directed_by]--> Hafsteinn Gunnar Sigurðsson
Path (Raw):       Either Way --[directed_by]--> Hafsteinn Gunnar Sigurðsson --[(INV) directed_by]--> Either Way --[directed_by]--> Hafsteinn Gunnar Sigurðsson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is riding the bullet about
Start Entity:     Riding the Bullet
Gold Answer:      [['stephen king']]
Predicted Ans:    stephen king
Predicted Path:   Riding the Bullet --[has_tags]--> stephen king --[(INV) has_tags]--> Maximum Overdrive --[has_tags]--> stephen king
Path (Raw):       Riding the Bullet --[has_tags]--> stephen king --[(INV) has_tags]--> Maximum Overdrive --[has_tags]--> stephen king
Neg LogProb(↓):   0.134978
Path Entropy(↓):  0.439655
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the purge
Start Entity:     The Purge
Gold Answer:      [['1946', '2008', '1992', '1993', '1985', '2007', '1998', '2009', '2004', '1973', '2014', '1994', '1976', '1995', '1948', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '2000', '1964', '1997', '2005', '1991', '1969']]
Predicted Ans:    2001
Predicted Path:   The Purge --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Tape --[release_year]--> 2001
Path (Raw):       The Purge --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Tape --[release_year]--> 2001
Neg LogProb(↓):   1.929670
Path Entropy(↓):  2.476082
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote teorema
Start Entity:     Teorema
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Teorema --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Love Meetings --[in_language]--> Italian
Path (Raw):       Teorema --[written_by]--> Pier Paolo Pasolini --[(INV) written_by]--> Love Meetings --[in_language]--> Italian
Neg LogProb(↓):   0.759435
Path Entropy(↓):  1.130730
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of simple men
Start Entity:     Simple Men
Gold Answer:      [['1995', '1998', '2001', '1990', '2005', '2010', '2006', '1994', '2014']]
Predicted Ans:    2010
Predicted Path:   Simple Men --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Trust --[release_year]--> 2010
Path (Raw):       Simple Men --[directed_by]--> Hal Hartley --[(INV) directed_by]--> Trust --[release_year]--> 2010
Neg LogProb(↓):   1.408498
Path Entropy(↓):  2.388501
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by tom ardies
Start Entity:     Tom Ardies
Gold Answer:      [['George Segal']]
Predicted Ans:    George Segal
Predicted Path:   Tom Ardies --[(INV) written_by]--> Russian Roulette --[starred_actors]--> George Segal
Path (Raw):       Tom Ardies --[No Operation]--> Tom Ardies --[(INV) written_by]--> Russian Roulette --[starred_actors]--> George Segal
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of maggie gyllenhaal acted films
Start Entity:     Maggie Gyllenhaal
Gold Answer:      [['Gregory Jacobs', 'Mary Gaitskill', 'Steven Shainberg', 'Mark Rosenthal', 'Lawrence Konner', 'Daniel Barnz', 'Steven Soderbergh', 'Richard Kelly', 'James Vanderbilt']]
Predicted Ans:    Won't Back Down
Predicted Path:   Maggie Gyllenhaal --[(INV) starred_actors]--> Won't Back Down --[written_by]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down
Path (Raw):       Maggie Gyllenhaal --[(INV) starred_actors]--> Won't Back Down --[written_by]--> Daniel Barnz --[(INV) written_by]--> Won't Back Down
Neg LogProb(↓):   0.062010
Path Entropy(↓):  0.313245
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by jakob eklund were released in which years
Start Entity:     Jakob Eklund
Gold Answer:      [['2001', '2003', '1999']]
Predicted Ans:    2003
Predicted Path:   Jakob Eklund --[(INV) starred_actors]--> The Third Wave --[release_year]--> 2003
Path (Raw):       Jakob Eklund --[No Operation]--> Jakob Eklund --[(INV) starred_actors]--> The Third Wave --[release_year]--> 2003
Neg LogProb(↓):   0.041546
Path Entropy(↓):  0.196263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by nelson eddy
Start Entity:     Nelson Eddy
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'Horror', 'Romance']]
Predicted Ans:    Musical
Predicted Path:   Nelson Eddy --[(INV) starred_actors]--> Sweethearts --[has_genre]--> Musical
Path (Raw):       Nelson Eddy --[No Operation]--> Nelson Eddy --[(INV) starred_actors]--> Sweethearts --[has_genre]--> Musical
Neg LogProb(↓):   0.058734
Path Entropy(↓):  0.235423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the snow walker
Start Entity:     The Snow Walker
Gold Answer:      [['Dolphin Tale 2', 'Dolphin Tale', 'Stone of Destiny', 'Icon', 'Fifty/Fifty']]
Predicted Ans:    The Snow Walker
Predicted Path:   The Snow Walker --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker
Path (Raw):       The Snow Walker --[No Operation]--> The Snow Walker --[directed_by]--> Charles Martin Smith --[(INV) directed_by]--> The Snow Walker
Neg LogProb(↓):   1.016612
Path Entropy(↓):  1.515946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies written by emmanuel dongala
Start Entity:     Emmanuel Dongala
Gold Answer:      [['Daisy Victoria Vandy', 'Joseph Duo']]
Predicted Ans:    Daisy Victoria Vandy
Predicted Path:   Emmanuel Dongala --[(INV) written_by]--> Johnny Mad Dog --[starred_actors]--> Daisy Victoria Vandy
Path (Raw):       Emmanuel Dongala --[No Operation]--> Emmanuel Dongala --[(INV) written_by]--> Johnny Mad Dog --[starred_actors]--> Daisy Victoria Vandy
Neg LogProb(↓):   0.319824
Path Entropy(↓):  0.586929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film devdas
Start Entity:     Devdas
Gold Answer:      [['2002', '2007']]
Predicted Ans:    2002
Predicted Path:   Devdas --[starred_actors]--> Madhuri Dixit --[(INV) starred_actors]--> Devdas --[release_year]--> 2002
Path (Raw):       Devdas --[starred_actors]--> Madhuri Dixit --[(INV) starred_actors]--> Devdas --[release_year]--> 2002
Neg LogProb(↓):   0.337406
Path Entropy(↓):  0.629003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of ralph eggleston written movies
Start Entity:     Ralph Eggleston
Gold Answer:      [['Lee Unkrich', 'Pete Docter', 'David Silverman']]
Predicted Ans:    Lee Unkrich
Predicted Path:   Ralph Eggleston --[(INV) written_by]--> Monsters, Inc. --[directed_by]--> Lee Unkrich
Path (Raw):       Ralph Eggleston --[No Operation]--> Ralph Eggleston --[(INV) written_by]--> Monsters, Inc. --[directed_by]--> Lee Unkrich
Neg LogProb(↓):   0.066877
Path Entropy(↓):  0.270320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does chase ellison star in
Start Entity:     Chase Ellison
Gold Answer:      [['The Boy Who Cried Werewolf', "That's What I Am"]]
Predicted Ans:    The Boy Who Cried Werewolf
Predicted Path:   Chase Ellison --[(INV) starred_actors]--> The Boy Who Cried Werewolf --[starred_actors]--> Chase Ellison --[(INV) starred_actors]--> The Boy Who Cried Werewolf
Path (Raw):       Chase Ellison --[(INV) starred_actors]--> The Boy Who Cried Werewolf --[starred_actors]--> Chase Ellison --[(INV) starred_actors]--> The Boy Who Cried Werewolf
Neg LogProb(↓):   0.011038
Path Entropy(↓):  0.066557
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film speed racer
Start Entity:     Speed Racer
Gold Answer:      [['Family', 'Action']]
Predicted Ans:    Family
Predicted Path:   Speed Racer --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       Speed Racer --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   1.243496
Path Entropy(↓):  1.456705
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of jonah hex is also the director of which films
Start Entity:     Jonah Hex
Gold Answer:      [['Free Birds', 'Horton Hears a Who!']]
Predicted Ans:    Free Birds
Predicted Path:   Jonah Hex --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Free Birds
Path (Raw):       Jonah Hex --[directed_by]--> Jimmy Hayward --[(INV) directed_by]--> Free Birds --[No Operation]--> Free Birds
Neg LogProb(↓):   0.603439
Path Entropy(↓):  0.920431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of get carter also starred in which films
Start Entity:     Get Carter
Gold Answer:      [['Cop Land', 'The Weather Man', 'Flawless', 'Dressed to Kill', 'The Prince and Me', 'Dirty Rotten Scoundrels', 'Quills', 'Blame It on Rio', 'The Man Who Would Be King', 'Gambit', 'Harry and Walter Go to New York', 'The Designated Mourner', 'The Evening Star', 'Over the Top', 'Rhinestone', 'Miss Congeniality', 'Fatherland', 'The Black Windmill', 'Harry Brown', 'The Island', 'Children of Men', 'The Statement', 'Too Late the Hero', 'The Muppet Christmas Carol', 'Antitrust', 'Play Dirty', 'Skinwalkers', 'Half Moon Street', 'Nighthawks', 'Sleepy Hollow', 'Hannah and Her Sisters', 'Driven', 'Grudge Match', 'Funeral in Berlin', 'Lock Up', 'The Whistle Blower', 'First Blood', 'Empire of the Sun', 'Daylight', 'The Dark Knight', 'Spider', 'Rocky', 'No Place to Hide', 'The Swarm', 'Separation City', 'The Italian Job', 'The Magus', 'Rocky II', 'Escape Plan', 'The Fourth Protocol', 'Rocky IV', 'Demolition Man', 'Without a Clue', 'The Last Valley', 'The Bobo', 'Stolen', 'Deathtrap', 'The Hi-Line', 'Avenging Angelo', 'Alfie', 'The Expendables 2', 'The Hand', 'Judge Dredd', 'Shiner', 'Mr. Destiny', 'Batman Begins', 'Educating Rita', 'The Expendables 3', 'Dance with a Stranger', 'Mona Lisa', 'The Holcroft Covenant', 'Rocky V', 'Hurry Sundown', 'Oscar', 'Assassins', 'The Eagle Has Landed', 'Highwaymen', 'Theatre of Blood', 'The Expendables', 'A Shock to the System', 'Sweet Liberty', 'The Wicker Man', 'Stop! Or My Mom Will Shoot', 'Rocky III', 'The Specialist', 'Pulp', 'Death Race 2000', 'Secondhand Lions', 'Cliffhanger', 'The Prestige', 'Capone', 'Bullet to the Head', 'Billion Dollar Brain', 'The Ipcress File', 'Rambo', 'Paradise Alley', 'On Deadly Ground', 'Beyond the Poseidon Adventure', 'Silver Bears', 'Damage', 'The Young Victoria', 'Josie and the Pussycats', 'The Romantic Englishwoman', 'Quicksand', 'Kambakkht Ishq', 'Kansas City', 'Cobra', 'Scorched', 'Rocky Balboa', 'Cars 2', 'The Quiet American', 'Sleuth', "She's All That", 'Repulsion', 'The Phantom of the Opera']]
Predicted Ans:    Rocky II
Predicted Path:   Get Carter --[starred_actors]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II
Path (Raw):       Get Carter --[starred_actors]--> Sylvester Stallone --[No Operation]--> Sylvester Stallone --[(INV) starred_actors]--> Rocky II
Neg LogProb(↓):   0.717916
Path Entropy(↓):  1.878444
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the biggest bundle of them all fall under
Start Entity:     The Biggest Bundle of Them All
Gold Answer:      [['Romance', 'Family', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'History', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Biggest Bundle of Them All --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[has_genre]--> Action
Path (Raw):       The Biggest Bundle of Them All --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[has_genre]--> Action
Neg LogProb(↓):   0.699008
Path Entropy(↓):  1.421852
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by meaning of life
Start Entity:     meaning of life
Gold Answer:      [['The Tree of Life']]
Predicted Ans:    The Tree of Life
Predicted Path:   meaning of life --[(INV) has_tags]--> The Tree of Life --[has_tags]--> meaning of life --[(INV) has_tags]--> The Tree of Life
Path (Raw):       meaning of life --[(INV) has_tags]--> The Tree of Life --[has_tags]--> meaning of life --[(INV) has_tags]--> The Tree of Life
Neg LogProb(↓):   0.002682
Path Entropy(↓):  0.018660
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was graduation day released
Start Entity:     Graduation Day
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Graduation Day --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Path (Raw):       Graduation Day --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Neg LogProb(↓):   1.778321
Path Entropy(↓):  3.365116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in mysterious mr. moto
Start Entity:     Mysterious Mr. Moto
Gold Answer:      [['Finnish', 'German']]
Predicted Ans:    German
Predicted Path:   Mysterious Mr. Moto --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> M --[in_language]--> German
Path (Raw):       Mysterious Mr. Moto --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> M --[in_language]--> German
Neg LogProb(↓):   0.513919
Path Entropy(↓):  0.705603
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with clash by night fall under
Start Entity:     Clash by Night
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Clash by Night --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Path (Raw):       Clash by Night --[directed_by]--> Fritz Lang --[(INV) directed_by]--> M --[has_genre]--> Drama
Neg LogProb(↓):   0.328389
Path Entropy(↓):  1.094213
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in cherrybomb
Start Entity:     Cherrybomb
Gold Answer:      [['James Nesbitt', 'Rupert Grint', 'Robert Sheehan']]
Predicted Ans:    James Nesbitt
Predicted Path:   Cherrybomb --[starred_actors]--> James Nesbitt --[(INV) starred_actors]--> Millions --[starred_actors]--> James Nesbitt
Path (Raw):       Cherrybomb --[starred_actors]--> James Nesbitt --[(INV) starred_actors]--> Millions --[starred_actors]--> James Nesbitt
Neg LogProb(↓):   0.019178
Path Entropy(↓):  0.096183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed my sister's keeper
Start Entity:     My Sister's Keeper
Gold Answer:      [['1997', '2009', '2004', '1996', '2006', '2014', '2002', '2013']]
Predicted Ans:    1996
Predicted Path:   My Sister's Keeper --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[release_year]--> 1996
Path (Raw):       My Sister's Keeper --[directed_by]--> Nick Cassavetes --[(INV) directed_by]--> Unhook the Stars --[release_year]--> 1996
Neg LogProb(↓):   0.677119
Path Entropy(↓):  1.226723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the far country
Start Entity:     The Far Country
Gold Answer:      [['1948', '1954', '1950', '1945', '1956']]
Predicted Ans:    1945
Predicted Path:   The Far Country --[written_by]--> Borden Chase --[(INV) written_by]--> Flame of Barbary Coast --[release_year]--> 1945
Path (Raw):       The Far Country --[written_by]--> Borden Chase --[(INV) written_by]--> Flame of Barbary Coast --[release_year]--> 1945
Neg LogProb(↓):   0.797616
Path Entropy(↓):  1.216499
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did susie porter star in
Start Entity:     Susie Porter
Gold Answer:      [['Better Than Sex', "The Monkey's Mask"]]
Predicted Ans:    The Monkey's Mask
Predicted Path:   Susie Porter --[(INV) starred_actors]--> The Monkey's Mask --[starred_actors]--> Susie Porter --[(INV) starred_actors]--> The Monkey's Mask
Path (Raw):       Susie Porter --[(INV) starred_actors]--> The Monkey's Mask --[starred_actors]--> Susie Porter --[(INV) starred_actors]--> The Monkey's Mask
Neg LogProb(↓):   0.119068
Path Entropy(↓):  0.369460
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films directed by philippe garrel fall under
Start Entity:     Philippe Garrel
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[has_genre]--> Drama
Path (Raw):       Philippe Garrel --[No Operation]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[has_genre]--> Drama
Neg LogProb(↓):   0.000183
Path Entropy(↓):  0.001775
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of fire and ice
Start Entity:     Fire and Ice
Gold Answer:      [['Ralph Bakshi']]
Predicted Ans:    Ralph Bakshi
Predicted Path:   Fire and Ice --[written_by]--> Frank Frazetta --[(INV) written_by]--> Fire and Ice --[directed_by]--> Ralph Bakshi
Path (Raw):       Fire and Ice --[written_by]--> Frank Frazetta --[(INV) written_by]--> Fire and Ice --[directed_by]--> Ralph Bakshi
Neg LogProb(↓):   0.001337
Path Entropy(↓):  0.010630
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of pinocchio
Start Entity:     Pinocchio
Gold Answer:      [['Tom Waits', 'Jonathan Taylor Thomas', 'Winston Hibler', 'Nicoletta Braschi', 'Paolo Bonacelli', 'Martin Landau', 'Lon Chaney', 'Johnny Arthur', 'Emily Browning', 'Udo Kier', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Pinocchio --[written_by]--> Roberto Benigni --[(INV) written_by]--> Life Is Beautiful --[starred_actors]--> Roberto Benigni
Path (Raw):       Pinocchio --[written_by]--> Roberto Benigni --[(INV) written_by]--> Life Is Beautiful --[starred_actors]--> Roberto Benigni
Neg LogProb(↓):   0.701742
Path Entropy(↓):  1.072137
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the wedding party also wrote which films
Start Entity:     The Wedding Party
Gold Answer:      [['Sisters', 'Greetings', 'Dressed to Kill', 'Raising Cain', 'Body Double', 'Obsession', 'Snake Eyes', 'Phantom of the Paradise', 'Passion', 'Hi, Mom!', 'Blow Out', 'Femme Fatale', 'Redacted']]
Predicted Ans:    Femme Fatale
Predicted Path:   The Wedding Party --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale
Path (Raw):       The Wedding Party --[written_by]--> Brian De Palma --[(INV) written_by]--> Femme Fatale --[No Operation]--> Femme Fatale
Neg LogProb(↓):   1.093057
Path Entropy(↓):  1.864149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the pest
Start Entity:     The Pest
Gold Answer:      [['Don Bluth', 'Tim Story', 'Brad Anderson', 'Brian De Palma', 'Brad Furman', 'Jon Favreau', 'Seth Zvi Rosenfeld', 'Rocky Morton', 'Carlos Saldanha', 'Jonas Åkerlund', 'Annabel Jankel', 'Mark A.Z. Dippé', 'Sam Weisman', 'Spike Lee', 'Chris Wedge', 'Gary Goldman', 'Stuart Baird']]
Predicted Ans:    Sam Weisman
Predicted Path:   The Pest --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> What's the Worst That Could Happen? --[directed_by]--> Sam Weisman
Path (Raw):       The Pest --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> What's the Worst That Could Happen? --[directed_by]--> Sam Weisman
Neg LogProb(↓):   0.902397
Path Entropy(↓):  1.176548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with night must fall in
Start Entity:     Night Must Fall
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Night Must Fall --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> The Women --[in_language]--> English
Path (Raw):       Night Must Fall --[starred_actors]--> Rosalind Russell --[(INV) starred_actors]--> The Women --[in_language]--> English
Neg LogProb(↓):   0.838952
Path Entropy(↓):  1.091635
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of a single girl
Start Entity:     A Single Girl
Gold Answer:      [['1998', '2000', '1964', '2009', '2015', '2012']]
Predicted Ans:    1964
Predicted Path:   A Single Girl --[directed_by]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[release_year]--> 1964
Path (Raw):       A Single Girl --[directed_by]--> Benoît Jacquot --[(INV) directed_by]--> Diary of a Chambermaid --[release_year]--> 1964
Neg LogProb(↓):   0.539935
Path Entropy(↓):  1.269574
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did david gregory write
Start Entity:     David Gregory
Gold Answer:      [['The Theatre Bizarre']]
Predicted Ans:    The Theatre Bizarre
Predicted Path:   David Gregory --[(INV) written_by]--> The Theatre Bizarre --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre
Path (Raw):       David Gregory --[(INV) written_by]--> The Theatre Bizarre --[written_by]--> Buddy Giovinazzo --[(INV) written_by]--> The Theatre Bizarre
Neg LogProb(↓):   0.002937
Path Entropy(↓):  0.021939
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote i shot a man in vegas
Start Entity:     I Shot a Man in Vegas
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   I Shot a Man in Vegas --[written_by]--> Keoni Waxman --[(INV) written_by]--> Sweepers --[has_genre]--> Action
Path (Raw):       I Shot a Man in Vegas --[written_by]--> Keoni Waxman --[(INV) written_by]--> Sweepers --[has_genre]--> Action
Neg LogProb(↓):   0.003985
Path Entropy(↓):  0.026279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by wildcats actors
Start Entity:     Wildcats
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Wildcats --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[in_language]--> English
Path (Raw):       Wildcats --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> There's a Girl in My Soup --[in_language]--> English
Neg LogProb(↓):   0.098279
Path Entropy(↓):  0.310803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by frankie faison
Start Entity:     Frankie Faison
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Frankie Faison --[(INV) starred_actors]--> Highwaymen --[has_genre]--> Thriller
Path (Raw):       Frankie Faison --[No Operation]--> Frankie Faison --[(INV) starred_actors]--> Highwaymen --[has_genre]--> Thriller
Neg LogProb(↓):   0.075620
Path Entropy(↓):  0.260902
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in birthday girl
Start Entity:     Birthday Girl
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'Crime', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Birthday Girl --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[has_genre]--> Drama
Path (Raw):       Birthday Girl --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[has_genre]--> Drama
Neg LogProb(↓):   0.694893
Path Entropy(↓):  1.696524
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of jeffrey lynn acted films
Start Entity:     Jeffrey Lynn
Gold Answer:      [['Michael Curtiz', 'Anatole Litvak']]
Predicted Ans:    Anatole Litvak
Predicted Path:   Jeffrey Lynn --[(INV) starred_actors]--> All This, and Heaven Too --[directed_by]--> Anatole Litvak
Path (Raw):       Jeffrey Lynn --[No Operation]--> Jeffrey Lynn --[(INV) starred_actors]--> All This, and Heaven Too --[directed_by]--> Anatole Litvak
Neg LogProb(↓):   0.028007
Path Entropy(↓):  0.126472
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of going the distance
Start Entity:     Going the Distance
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Going the Distance --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Going the Distance --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   4.064645
Path Entropy(↓):  5.259978
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing my man godfrey
Start Entity:     My Man Godfrey
Gold Answer:      [['henry koster', 'remake']]
Predicted Ans:    carole lombard
Predicted Path:   My Man Godfrey --[has_tags]--> carole lombard --[(INV) has_tags]--> My Man Godfrey --[has_tags]--> carole lombard
Path (Raw):       My Man Godfrey --[has_tags]--> carole lombard --[(INV) has_tags]--> My Man Godfrey --[has_tags]--> carole lombard
Neg LogProb(↓):   0.001641
Path Entropy(↓):  0.014027
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by john h. secondari were directed by who
Start Entity:     John H. Secondari
Gold Answer:      [['Jean Negulesco']]
Predicted Ans:    Jean Negulesco
Predicted Path:   John H. Secondari --[(INV) written_by]--> Three Coins in the Fountain --[directed_by]--> Jean Negulesco
Path (Raw):       John H. Secondari --[No Operation]--> John H. Secondari --[(INV) written_by]--> Three Coins in the Fountain --[directed_by]--> Jean Negulesco
Neg LogProb(↓):   0.000226
Path Entropy(↓):  0.002144
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by any given sunday actors
Start Entity:     Any Given Sunday
Gold Answer:      [['Jodi Picoult', 'Walter Hill', 'Michael Polish', 'Michael Mann', 'Todd Haynes', 'David Mamet', 'Callie Khouri', 'Lawrence Kasdan', 'Charlie Kaufman', 'David Koepp', 'Travis Milloy', 'Harvey Weinstein', 'Edwin Torres', 'Daniel Petrie Jr.', 'James Ellroy', 'Toby Emmerich', 'Carrie Fisher', 'Gary Trousdale', 'Brian Klugman', 'Lee Sternthal', 'Charles Leavitt', 'Carl Gottlieb', 'Seth Rogen', 'Stephen King', 'Scott Spiegel', 'James B. Harris', 'Mario Puzo', 'Conrad Vernon', 'Andrew Adamson', 'Jim Kouf', 'Trevor White', 'Lane Shadgett', 'A.J. Kparr', 'Erik Skjoldbjærg', 'Jennifer Weiner', 'Frank Deford', 'Boaz Yakin', 'Mark Poirier', 'Cormac McCarthy', 'Richard Matheson', 'Nancy Meyers', 'Richard Woodley', 'Joseph D. Pistone', 'Eric Roth', 'Marie Brenner', 'Nicholas Stoller', 'Jason Segel', 'John August', 'Ryan Rowe', 'Ed Solomon', 'David Cronenberg', 'Dan Gordon', 'John Hodge', 'Myra Lewis', 'Susannah Grant', 'Israel Horovitz', 'Craig Brewer', 'Andy Cheng', 'Michael Radford', 'James Mills', 'Paul Weitz', 'Peter Maas', 'Stephen Gaghan', 'Joan Didion', 'John Gregory Dunne', 'Armitage Trail', 'Steven Baigelman', 'Adam Brooks', 'Robert Dillon', 'Mateo Gil', 'Roland Emmerich', 'Gerald Walker', 'Oliver Stone', 'Don Roos', 'Nikolaj Frobenius', 'Charles Shyer', 'John Steakley', 'Christian Alvart', 'Peter Benchley', 'George W. Trendle', 'Melissa Stack', 'Erich Kästner', 'Alan Parker', 'Jim Thompson', 'Francis Ford Coppola', 'Leslie Bohem', 'Sergio Leone', 'Terrence McNally', 'Joseph Wambaugh', 'Paul Morrissey', 'William Steig', 'Bo Goldman', 'Bethany Hamilton', 'Larry Cohen', 'Ivan Goff', 'Ben Roberts', 'Tom Wolfe', 'Charles Edward Pogue', 'Waldo Salt', 'Richard Jefferies', 'Richard Price', 'Erich Maria Remarque', 'Gene Stupnitsky', 'Lee Eisenberg', 'Paul Jarrico', 'Nel King', 'Richard Kelly', 'Dino Risi', 'Jack Baran', 'William Friedkin', 'Paul Attanasio', 'Kate Angelo', 'Jennifer Egan', 'Ayelet Waldman', 'Jim McBride', 'Steve Tesich', 'Sean McNamara', 'Peter Berg', 'Russell Rouse', 'Clarence Greene', 'Sofia Coppola', 'Jeffrey Eugenides', 'Wesley Strick', 'Barry L. Levy', 'Ian Abrams', 'Ruggero Maccari', 'Giovanni Arpino', 'Cameron Crowe', 'John Lee Hancock', 'Mark Polish', 'Alejandro Amenábar', 'Ira Lewis', 'David Swift', 'Norman Wexler', 'Nick Cassavetes']]
Predicted Ans:    Jim Thompson
Predicted Path:   Any Given Sunday --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[written_by]--> Jim Thompson
Path (Raw):       Any Given Sunday --[starred_actors]--> James Woods --[(INV) starred_actors]--> The Getaway --[written_by]--> Jim Thompson
Neg LogProb(↓):   1.595555
Path Entropy(↓):  2.669546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film what if...
Start Entity:     What If...
Gold Answer:      [['Jeffrey Bloom', 'Tom Schulman', 'Ate de Jong', 'Chris J. Ford', 'Arthur Penn', 'Brenton Spencer', 'Peter Howitt', 'Simon Wincer', 'Harold Cronk', 'Stephen Bridgewater', 'John Singleton', 'Jason Friedberg', 'Aaron Seltzer']]
Predicted Ans:    Dallas Jenkins
Predicted Path:   What If... --[starred_actors]--> Kristy Swanson --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Path (Raw):       What If... --[starred_actors]--> Kristy Swanson --[(INV) starred_actors]--> What If... --[directed_by]--> Dallas Jenkins
Neg LogProb(↓):   0.521106
Path Entropy(↓):  1.296620
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a film directed by assaf bernstein
Start Entity:     Assaf Bernstein
Gold Answer:      [['The Debt']]
Predicted Ans:    The Debt
Predicted Path:   Assaf Bernstein --[(INV) directed_by]--> The Debt --[directed_by]--> Assaf Bernstein --[(INV) directed_by]--> The Debt
Path (Raw):       Assaf Bernstein --[(INV) directed_by]--> The Debt --[directed_by]--> Assaf Bernstein --[(INV) directed_by]--> The Debt
Neg LogProb(↓):   0.008970
Path Entropy(↓):  0.055976
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by marilyn maxwell
Start Entity:     Marilyn Maxwell
Gold Answer:      [['Ring Lardner']]
Predicted Ans:    Ring Lardner
Predicted Path:   Marilyn Maxwell --[(INV) starred_actors]--> Champion --[written_by]--> Ring Lardner
Path (Raw):       Marilyn Maxwell --[No Operation]--> Marilyn Maxwell --[(INV) starred_actors]--> Champion --[written_by]--> Ring Lardner
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote running
Start Entity:     Running
Gold Answer:      [['Steven Hilliard Stern']]
Predicted Ans:    Steven Hilliard Stern
Predicted Path:   Running --[written_by]--> Steven Hilliard Stern --[(INV) written_by]--> Running --[written_by]--> Steven Hilliard Stern
Path (Raw):       Running --[written_by]--> Steven Hilliard Stern --[(INV) written_by]--> Running --[written_by]--> Steven Hilliard Stern
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of body double
Start Entity:     Body Double
Gold Answer:      [['The Bonfire of the Vanities', 'Dressed to Kill', 'The Black Dahlia', 'Snake Eyes', 'Redacted', 'The Fury', 'The Wedding Party', 'Obsession', 'Carrie', 'Phantom of the Paradise', 'Hi, Mom!', 'Blow Out', 'Femme Fatale', 'Casualties of War', 'Greetings', "Carlito's Way", 'Passion', 'The Untouchables', 'Mission to Mars', 'Sisters', 'Raising Cain', 'Get to Know Your Rabbit', 'Wise Guys', 'Scarface']]
Predicted Ans:    Femme Fatale
Predicted Path:   Body Double --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale
Path (Raw):       Body Double --[No Operation]--> Body Double --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale
Neg LogProb(↓):   0.363742
Path Entropy(↓):  1.198837
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of the place beyond the pines
Start Entity:     The Place Beyond the Pines
Gold Answer:      [['Ryan Gosling', 'Michelle Williams']]
Predicted Ans:    Ryan Gosling
Predicted Path:   The Place Beyond the Pines --[written_by]--> Derek Cianfrance --[(INV) written_by]--> The Place Beyond the Pines --[starred_actors]--> Ryan Gosling
Path (Raw):       The Place Beyond the Pines --[written_by]--> Derek Cianfrance --[(INV) written_by]--> The Place Beyond the Pines --[starred_actors]--> Ryan Gosling
Neg LogProb(↓):   0.429576
Path Entropy(↓):  0.886250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what amish grace is about
Start Entity:     Amish Grace
Gold Answer:      [['gregg champion']]
Predicted Ans:    gregg champion
Predicted Path:   Amish Grace --[has_tags]--> gregg champion --[(INV) has_tags]--> The Cowboy Way --[has_tags]--> gregg champion
Path (Raw):       Amish Grace --[has_tags]--> gregg champion --[(INV) has_tags]--> The Cowboy Way --[has_tags]--> gregg champion
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000500
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie grand theft parsons were in which genres
Start Entity:     Grand Theft Parsons
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Grand Theft Parsons --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[has_genre]--> Comedy
Path (Raw):       Grand Theft Parsons --[starred_actors]--> Johnny Knoxville --[(INV) starred_actors]--> Father of Invention --[has_genre]--> Comedy
Neg LogProb(↓):   0.561266
Path Entropy(↓):  1.099612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with meet the feebles
Start Entity:     Meet the Feebles
Gold Answer:      [['The Frighteners', 'King Kong', 'Heavenly Creatures', 'The Lovely Bones', 'Forgotten Silver', 'Bad Taste']]
Predicted Ans:    King Kong
Predicted Path:   Meet the Feebles --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong
Path (Raw):       Meet the Feebles --[written_by]--> Peter Jackson --[(INV) written_by]--> King Kong --[No Operation]--> King Kong
Neg LogProb(↓):   0.691844
Path Entropy(↓):  1.791296
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by quality street actors
Start Entity:     Quality Street
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Quality Street --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> Sylvia Scarlett --[has_genre]--> Comedy
Path (Raw):       Quality Street --[starred_actors]--> Katharine Hepburn --[(INV) starred_actors]--> Sylvia Scarlett --[has_genre]--> Comedy
Neg LogProb(↓):   0.487673
Path Entropy(↓):  1.492044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of hans alfredson written films
Start Entity:     Hans Alfredson
Gold Answer:      [['1982', '1978']]
Predicted Ans:    1978
Predicted Path:   Hans Alfredson --[(INV) written_by]--> The Adventures of Picasso --[release_year]--> 1978
Path (Raw):       Hans Alfredson --[No Operation]--> Hans Alfredson --[(INV) written_by]--> The Adventures of Picasso --[release_year]--> 1978
Neg LogProb(↓):   0.000498
Path Entropy(↓):  0.004290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by gaston kabore released
Start Entity:     Gaston Kaboré
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Gaston Kaboré --[(INV) directed_by]--> Buud Yam --[release_year]--> 1997
Path (Raw):       Gaston Kaboré --[No Operation]--> Gaston Kaboré --[(INV) directed_by]--> Buud Yam --[release_year]--> 1997
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of bruno
Start Entity:     Brüno
Gold Answer:      [['Sacha Baron Cohen']]
Predicted Ans:    Sacha Baron Cohen
Predicted Path:   Brüno --[written_by]--> Sacha Baron Cohen --[(INV) written_by]--> Brüno --[starred_actors]--> Sacha Baron Cohen
Path (Raw):       Brüno --[written_by]--> Sacha Baron Cohen --[(INV) written_by]--> Brüno --[starred_actors]--> Sacha Baron Cohen
Neg LogProb(↓):   0.008820
Path Entropy(↓):  0.052288
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in riding alone for thousands of miles
Start Entity:     Riding Alone for Thousands of Miles
Gold Answer:      [['Japanese']]
Predicted Ans:    good
Predicted Path:   Riding Alone for Thousands of Miles --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros --[has_imdb_rating]--> good
Path (Raw):       Riding Alone for Thousands of Miles --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros --[has_imdb_rating]--> good
Neg LogProb(↓):   0.615574
Path Entropy(↓):  0.920489
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in sandrine holt starred movies
Start Entity:     Sandrine Holt
Gold Answer:      [['Cree']]
Predicted Ans:    Cree
Predicted Path:   Sandrine Holt --[(INV) starred_actors]--> Black Robe --[in_language]--> Cree
Path (Raw):       Sandrine Holt --[No Operation]--> Sandrine Holt --[(INV) starred_actors]--> Black Robe --[in_language]--> Cree
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of hope and glory
Start Entity:     Hope and Glory
Gold Answer:      [['The Tailor of Panama', 'Leo the Last', 'Beyond Rangoon', 'Hell in the Pacific', 'The General', 'Excalibur', 'In My Country', 'Zardoz', 'The Emerald Forest', "The Tiger's Tail", 'Deliverance', 'Where the Heart Is', 'Point Blank']]
Predicted Ans:    Point Blank
Predicted Path:   Hope and Glory --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank
Path (Raw):       Hope and Glory --[No Operation]--> Hope and Glory --[directed_by]--> John Boorman --[(INV) directed_by]--> Point Blank
Neg LogProb(↓):   0.396247
Path Entropy(↓):  1.238366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe the conversation
Start Entity:     The Conversation
Gold Answer:      [['library', 'psychological', 'harrison ford', 'national film registry', 'francis ford coppola', 'gene hackman']]
Predicted Ans:    francis ford coppola
Predicted Path:   The Conversation --[has_tags]--> francis ford coppola --[(INV) has_tags]--> Youth Without Youth --[has_tags]--> francis ford coppola
Path (Raw):       The Conversation --[has_tags]--> francis ford coppola --[(INV) has_tags]--> Youth Without Youth --[has_tags]--> francis ford coppola
Neg LogProb(↓):   0.445853
Path Entropy(↓):  1.087745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of matthew lillard starred movies
Start Entity:     Matthew Lillard
Gold Answer:      [['John Waters', 'Iain Softley', 'Raja Gosnell', 'Paul McGuigan', 'Chris Roberts', 'Craig Singer']]
Predicted Ans:    Raja Gosnell
Predicted Path:   Matthew Lillard --[(INV) starred_actors]--> Scooby-Doo --[directed_by]--> Raja Gosnell
Path (Raw):       Matthew Lillard --[No Operation]--> Matthew Lillard --[(INV) starred_actors]--> Scooby-Doo --[directed_by]--> Raja Gosnell
Neg LogProb(↓):   0.405209
Path Entropy(↓):  0.817736
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of jupiter's darling
Start Entity:     Jupiter's Darling
Gold Answer:      [['John Cromwell', 'James Whale', 'Henry Koster', 'Mervyn LeRoy', 'Alfred Hitchcock']]
Predicted Ans:    James Whale
Predicted Path:   Jupiter's Darling --[written_by]--> Robert E. Sherwood --[(INV) written_by]--> Waterloo Bridge --[directed_by]--> James Whale
Path (Raw):       Jupiter's Darling --[written_by]--> Robert E. Sherwood --[(INV) written_by]--> Waterloo Bridge --[directed_by]--> James Whale
Neg LogProb(↓):   0.963044
Path Entropy(↓):  1.357566
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the dead girl
Start Entity:     The Dead Girl
Gold Answer:      [['1995', '1976', '1997', '2009', '2008', '2012', '2005', '1989', '2004', '1996', '1985', '1994', '2002', '2014', '1961', '1952', '2013']]
Predicted Ans:    2014
Predicted Path:   The Dead Girl --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> A Long Way Down --[release_year]--> 2014
Path (Raw):       The Dead Girl --[starred_actors]--> Toni Collette --[(INV) starred_actors]--> A Long Way Down --[release_year]--> 2014
Neg LogProb(↓):   0.167963
Path Entropy(↓):  0.569728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film scary movie were released in which years
Start Entity:     Scary Movie
Gold Answer:      [['2001', '1988', '1994', '2004']]
Predicted Ans:    2004
Predicted Path:   Scary Movie --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[release_year]--> 2004
Path (Raw):       Scary Movie --[directed_by]--> Keenen Ivory Wayans --[(INV) directed_by]--> White Chicks --[release_year]--> 2004
Neg LogProb(↓):   0.209916
Path Entropy(↓):  0.529191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by peter scheerer
Start Entity:     Peter Scheerer
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Peter Scheerer --[(INV) written_by]--> Alone in the Dark --[has_genre]--> Horror
Path (Raw):       Peter Scheerer --[No Operation]--> Peter Scheerer --[(INV) written_by]--> Alone in the Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.054549
Path Entropy(↓):  0.221395
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for wild
Start Entity:     Wild
Gold Answer:      [['Nick Hornby', 'Cheryl Strayed']]
Predicted Ans:    Nick Hornby
Predicted Path:   Wild --[written_by]--> Nick Hornby --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Path (Raw):       Wild --[written_by]--> Nick Hornby --[(INV) written_by]--> An Education --[written_by]--> Nick Hornby
Neg LogProb(↓):   0.067465
Path Entropy(↓):  0.316800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film raining stones
Start Entity:     Raining Stones
Gold Answer:      [['Shane Meadows', 'Bobcat Goldthwait']]
Predicted Ans:    Ken Loach
Predicted Path:   Raining Stones --[starred_actors]--> Bruce Jones --[(INV) starred_actors]--> Raining Stones --[directed_by]--> Ken Loach
Path (Raw):       Raining Stones --[starred_actors]--> Bruce Jones --[(INV) starred_actors]--> Raining Stones --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.064541
Path Entropy(↓):  0.299313
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of howl is also the director of which films
Start Entity:     Howl
Gold Answer:      [['Paragraph 175', 'Lovelace', 'The Times of Harvey Milk', 'The Celluloid Closet']]
Predicted Ans:    Paragraph 175
Predicted Path:   Howl --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175
Path (Raw):       Howl --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[No Operation]--> Paragraph 175
Neg LogProb(↓):   0.674388
Path Entropy(↓):  1.156706
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in the new land
Start Entity:     The New Land
Gold Answer:      [['Michael Anderson', 'Georg Maas', 'William Friedkin', 'Charles Jarrott', 'Bille August', 'Ingmar Bergman', 'Bernt Amadeus Capra', 'Frank Capra', 'George Roy Hill', 'Steven Spielberg', 'Rick Moranis', 'Jan Troell', 'Sydney Pollack', 'Laslo Benedek', 'Dick Richards', 'Dave Thomas', 'Steve McQueen', 'Vincent Ward', 'Mike Hodges']]
Predicted Ans:    Georg Maas
Predicted Path:   The New Land --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Path (Raw):       The New Land --[starred_actors]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Neg LogProb(↓):   0.219944
Path Entropy(↓):  0.814805
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed on moonlight bay
Start Entity:     On Moonlight Bay
Gold Answer:      [['Roy Del Ruth']]
Predicted Ans:    Roy Del Ruth
Predicted Path:   On Moonlight Bay --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Path (Raw):       On Moonlight Bay --[directed_by]--> Roy Del Ruth --[(INV) directed_by]--> Broadway Melody of 1936 --[directed_by]--> Roy Del Ruth
Neg LogProb(↓):   0.075468
Path Entropy(↓):  0.342514
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie simon birch were released in which years
Start Entity:     Simon Birch
Gold Answer:      [['1995', '2003', '2005', '1993', '2004', '1982', '1999', '1984', '2007']]
Predicted Ans:    2005
Predicted Path:   Simon Birch --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Elektra --[release_year]--> 2005
Path (Raw):       Simon Birch --[written_by]--> Mark Steven Johnson --[(INV) written_by]--> Elektra --[release_year]--> 2005
Neg LogProb(↓):   1.172206
Path Entropy(↓):  1.471608
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for samurai reincarnation
Start Entity:     Samurai Reincarnation
Gold Answer:      [['Kinji Fukasaku']]
Predicted Ans:    Kinji Fukasaku
Predicted Path:   Samurai Reincarnation --[directed_by]--> Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[directed_by]--> Kinji Fukasaku
Path (Raw):       Samurai Reincarnation --[directed_by]--> Kinji Fukasaku --[(INV) directed_by]--> Street Mobster --[directed_by]--> Kinji Fukasaku
Neg LogProb(↓):   0.869646
Path Entropy(↓):  1.273327
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is challenge to lassie
Start Entity:     Challenge to Lassie
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Challenge to Lassie --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Challenge to Lassie --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.247508
Path Entropy(↓):  4.549894
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film look who's talking too were in which genres
Start Entity:     Look Who's Talking Too
Gold Answer:      [['Family', 'Music', 'Western', 'Musical', 'Short', 'Drama', 'Crime', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Look Who's Talking Too --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Path (Raw):       Look Who's Talking Too --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Summer School --[has_genre]--> Comedy
Neg LogProb(↓):   0.428203
Path Entropy(↓):  1.224725
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with splash in
Start Entity:     Splash
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Splash --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[in_language]--> French
Path (Raw):       Splash --[directed_by]--> Ron Howard --[(INV) directed_by]--> The Da Vinci Code --[in_language]--> French
Neg LogProb(↓):   0.004162
Path Entropy(↓):  0.029864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about androids
Start Entity:     androids
Gold Answer:      [['Blade Runner']]
Predicted Ans:    A.I. Artificial Intelligence
Predicted Path:   androids --[(INV) has_tags]--> Blade Runner --[has_tags]--> android --[(INV) has_tags]--> A.I. Artificial Intelligence
Path (Raw):       androids --[(INV) has_tags]--> Blade Runner --[has_tags]--> android --[(INV) has_tags]--> A.I. Artificial Intelligence
Neg LogProb(↓):   0.054957
Path Entropy(↓):  0.258567
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the day the earth stood still
Start Entity:     The Day the Earth Stood Still
Gold Answer:      [['Michael Rennie', 'Patricia Neal', 'Hugh Marlowe']]
Predicted Ans:    Keanu Reeves
Predicted Path:   The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Path (Raw):       The Day the Earth Stood Still --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.115640
Path Entropy(↓):  0.412535
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote films that share actors with the film where do we go now?
Start Entity:     Where Do We Go Now?
Gold Answer:      [['Nadine Labaki']]
Predicted Ans:    Nadine Labaki
Predicted Path:   Where Do We Go Now? --[starred_actors]--> Nadine Labaki --[(INV) starred_actors]--> Caramel --[written_by]--> Nadine Labaki
Path (Raw):       Where Do We Go Now? --[starred_actors]--> Nadine Labaki --[(INV) starred_actors]--> Caramel --[written_by]--> Nadine Labaki
Neg LogProb(↓):   0.094721
Path Entropy(↓):  0.307875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film metropolitan
Start Entity:     Metropolitan
Gold Answer:      [['Whit Stillman']]
Predicted Ans:    Whit Stillman
Predicted Path:   Metropolitan --[directed_by]--> Whit Stillman --[(INV) directed_by]--> The Last Days of Disco --[written_by]--> Whit Stillman
Path (Raw):       Metropolitan --[directed_by]--> Whit Stillman --[(INV) directed_by]--> The Last Days of Disco --[written_by]--> Whit Stillman
Neg LogProb(↓):   0.066954
Path Entropy(↓):  0.298754
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by aaron sorkin
Start Entity:     aaron sorkin
Gold Answer:      [["Charlie Wilson's War", 'A Few Good Men', 'The Social Network', 'The American President', 'Malice']]
Predicted Ans:    Regarding Henry
Predicted Path:   aaron sorkin --[(INV) has_tags]--> The American President --[has_tags]--> annette bening --[(INV) has_tags]--> Regarding Henry
Path (Raw):       aaron sorkin --[(INV) has_tags]--> The American President --[has_tags]--> annette bening --[(INV) has_tags]--> Regarding Henry
Neg LogProb(↓):   0.408703
Path Entropy(↓):  1.117915
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by harpo marx were released in which years
Start Entity:     Harpo Marx
Gold Answer:      [['1949']]
Predicted Ans:    1949
Predicted Path:   Harpo Marx --[(INV) written_by]--> Love Happy --[release_year]--> 1949
Path (Raw):       Harpo Marx --[No Operation]--> Harpo Marx --[(INV) written_by]--> Love Happy --[release_year]--> 1949
Neg LogProb(↓):   0.000064
Path Entropy(↓):  0.000683
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the merchant of four seasons
Start Entity:     The Merchant of Four Seasons
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   The Merchant of Four Seasons --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Gods of the Plague --[has_genre]--> Drama
Path (Raw):       The Merchant of Four Seasons --[written_by]--> Rainer Werner Fassbinder --[(INV) written_by]--> Gods of the Plague --[has_genre]--> Drama
Neg LogProb(↓):   0.750883
Path Entropy(↓):  1.325451
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by susan minot release
Start Entity:     Susan Minot
Gold Answer:      [['1996', '2007']]
Predicted Ans:    1996
Predicted Path:   Susan Minot --[(INV) written_by]--> Stealing Beauty --[release_year]--> 1996
Path (Raw):       Susan Minot --[No Operation]--> Susan Minot --[(INV) written_by]--> Stealing Beauty --[release_year]--> 1996
Neg LogProb(↓):   0.036004
Path Entropy(↓):  0.152942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by sean branney
Start Entity:     Sean Branney
Gold Answer:      [['Andrew Leman']]
Predicted Ans:    Sean Branney
Predicted Path:   Sean Branney --[(INV) directed_by]--> The Whisperer in Darkness --[directed_by]--> Sean Branney
Path (Raw):       Sean Branney --[No Operation]--> Sean Branney --[(INV) directed_by]--> The Whisperer in Darkness --[directed_by]--> Sean Branney
Neg LogProb(↓):   0.000155
Path Entropy(↓):  0.001669
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The film david copperfield was written by who
Start Entity:     David Copperfield
Gold Answer:      [['Charles Dickens']]
Predicted Ans:    Charles Dickens
Predicted Path:   David Copperfield --[written_by]--> Charles Dickens --[(INV) written_by]--> The Muppet Christmas Carol --[written_by]--> Charles Dickens
Path (Raw):       David Copperfield --[written_by]--> Charles Dickens --[(INV) written_by]--> The Muppet Christmas Carol --[written_by]--> Charles Dickens
Neg LogProb(↓):   1.466149
Path Entropy(↓):  1.757548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the film babette's feast
Start Entity:     Babette's Feast
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   Babette's Feast --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Path (Raw):       Babette's Feast --[in_language]--> Danish --[(INV) in_language]--> Brotherhood --[in_language]--> Danish
Neg LogProb(↓):   0.698461
Path Entropy(↓):  1.505175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by ted sears
Start Entity:     Ted Sears
Gold Answer:      [['Clyde Geronimi', 'T. Hee', 'Julia Leigh', 'Hamilton Luske', 'James Algar', 'Ben Sharpsteen', 'Wilfred Jackson', 'William Cottrell', 'Larry Morey', 'Bill Roberts', 'Jack Kinney', 'Norman Ferguson', 'Perce Pearce', 'David Hand', 'Roberto Benigni']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Ted Sears --[(INV) written_by]--> Pinocchio --[directed_by]--> Roberto Benigni
Path (Raw):       Ted Sears --[No Operation]--> Ted Sears --[(INV) written_by]--> Pinocchio --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   0.007566
Path Entropy(↓):  0.047908
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film training day
Start Entity:     Training Day
Gold Answer:      [['John Gatins', 'Ronald Neame', 'Brian Goodman', 'Michael Almereyda', 'Eric Luke', 'Ron Nyswaner', 'David Nicholls', 'Andrew Niccol', 'Boris Pasternak', 'Carl Franklin', 'Douglas Kennedy', 'Edward Zwick', 'Eric Bernt', 'James DeMonaco', 'Franco Zeffirelli', 'Antwone Fisher', 'Jack London', 'Spike Lee', 'Mark Bomback', 'Gregory Allen Howard', 'William Shakespeare', 'Stephen Belber', 'David Lean', 'Walter Mosley', 'Hampton Fancher', 'Kenneth Branagh', 'Brian Helgeland', 'Peter Spierig', 'Kelly Masterson', 'Ethan Hawke', 'Julie Delpy', 'Richard Linklater', 'Grigori Kozintsev', 'Jonathan Marc Sherman', 'Charles Dickens', 'Richard Wenk', 'Malcolm X', 'Arnold Perl', 'Alex Haley', 'Jeffery Deaver', 'Helen Childress', 'Frank Whaley', 'Kim Krizan', 'John Carpenter', 'Gregg Maxwell Parker', 'John Grisham', 'Michael Pye', 'Sean Finegan', 'Steven Zaillian', 'Robert Eisele', 'Gary Whitta', 'Tony Scherman', 'Tsutomu Takahashi', 'Sooni Taraporevala', 'Cecil McGivern', 'Kay Walsh', 'Piers Paul Read', 'Peter Burchard', 'Lincoln Kirstein', 'Robert Gould Shaw', 'Kevin Jarre', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Dan Gordon', 'Scott Derrickson', 'C. Robert Cargill', 'Tony Richardson', 'Eric Steven Stahl', 'James Norman Hall', 'Keith Gordon', 'Russell Gewirtz', 'Robert A. Heinlein', 'Alan J. Pakula']]
Predicted Ans:    Richard Linklater
Predicted Path:   Training Day --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunrise --[written_by]--> Richard Linklater
Path (Raw):       Training Day --[starred_actors]--> Ethan Hawke --[(INV) starred_actors]--> Before Sunrise --[written_by]--> Richard Linklater
Neg LogProb(↓):   1.734639
Path Entropy(↓):  1.424819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter jonah hill
Start Entity:     Jonah Hill
Gold Answer:      [['Channing Tatum']]
Predicted Ans:    Channing Tatum
Predicted Path:   Jonah Hill --[(INV) written_by]--> 22 Jump Street --[starred_actors]--> Channing Tatum
Path (Raw):       Jonah Hill --[No Operation]--> Jonah Hill --[(INV) written_by]--> 22 Jump Street --[starred_actors]--> Channing Tatum
Neg LogProb(↓):   0.009351
Path Entropy(↓):  0.053587
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed passenger 57
Start Entity:     Passenger 57
Gold Answer:      [['Lindsey Haun', 'Stephen Baldwin', 'Shadia Simmons', 'Laurence Fishburne']]
Predicted Ans:    Lindsey Haun
Predicted Path:   Passenger 57 --[directed_by]--> Kevin Hooks --[(INV) directed_by]--> The Color of Friendship --[starred_actors]--> Lindsey Haun
Path (Raw):       Passenger 57 --[directed_by]--> Kevin Hooks --[(INV) directed_by]--> The Color of Friendship --[starred_actors]--> Lindsey Haun
Neg LogProb(↓):   0.317969
Path Entropy(↓):  0.599546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies acted by kare hedebrant
Start Entity:     Kåre Hedebrant
Gold Answer:      [['John Ajvide Lindqvist']]
Predicted Ans:    John Ajvide Lindqvist
Predicted Path:   Kåre Hedebrant --[(INV) starred_actors]--> Let the Right One In --[written_by]--> John Ajvide Lindqvist
Path (Raw):       Kåre Hedebrant --[No Operation]--> Kåre Hedebrant --[(INV) starred_actors]--> Let the Right One In --[written_by]--> John Ajvide Lindqvist
Neg LogProb(↓):   0.000135
Path Entropy(↓):  0.001361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie the party
Start Entity:     The Party
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   The Party --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Path (Raw):       The Party --[release_year]--> 1968 --[(INV) release_year]--> Carry On... Up the Khyber --[release_year]--> 1968
Neg LogProb(↓):   2.227366
Path Entropy(↓):  3.231345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by jean tissier
Start Entity:     Jean Tissier
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jean Tissier --[(INV) starred_actors]--> Gigi --[has_genre]--> Comedy
Path (Raw):       Jean Tissier --[No Operation]--> Jean Tissier --[(INV) starred_actors]--> Gigi --[has_genre]--> Comedy
Neg LogProb(↓):   0.693266
Path Entropy(↓):  0.694260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter shaun monson
Start Entity:     Shaun Monson
Gold Answer:      [['Joaquin Phoenix']]
Predicted Ans:    Joaquin Phoenix
Predicted Path:   Shaun Monson --[(INV) written_by]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Path (Raw):       Shaun Monson --[No Operation]--> Shaun Monson --[(INV) written_by]--> Earthlings --[starred_actors]--> Joaquin Phoenix
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the greatest
Start Entity:     The Greatest
Gold Answer:      [["You're Not You", 'Country Strong', 'Endless Love']]
Predicted Ans:    Endless Love
Predicted Path:   The Greatest --[written_by]--> Shana Feste --[(INV) written_by]--> Endless Love
Path (Raw):       The Greatest --[written_by]--> Shana Feste --[(INV) written_by]--> Endless Love --[No Operation]--> Endless Love
Neg LogProb(↓):   0.655103
Path Entropy(↓):  1.052068
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of driving miss daisy
Start Entity:     Driving Miss Daisy
Gold Answer:      [['Fried Green Tomatoes', 'The Bucket List', 'Kiss the Girls', 'Unleashed', 'Unforgiven', 'Johnny Handsome', 'Amistad', 'Edison', 'Oblivion', 'Wanted', 'Thick as Thieves', 'The House on Carroll Street', 'Clean and Sober', 'Nurse Betty', 'Camilla', "Nobody's Fool", 'Lucy', 'Hard Rain', 'An Unfinished Life', 'The Hunting of the President', 'Evan Almighty', 'Dolphin Tale 2', 'The Seventh Cross', 'Last Vegas', 'Bruce Almighty', 'Butley', '10 Items or Less', 'The Long Way Home', 'The Birds', 'Feast of Love', 'The Magic of Belle Isle', 'Moll Flanders', 'Glory', 'Million Dollar Baby', 'Along Came a Spider', 'Born to Be Wild', 'High Crimes', 'Lucky Number Slevin', 'Under Suspicion', 'Lean on Me', 'Outbreak', 'The Shawshank Redemption', 'Still of the Night', 'The Contract', 'The Bostonians', 'Invictus', 'Chain Reaction']]
Predicted Ans:    Evan Almighty
Predicted Path:   Driving Miss Daisy --[starred_actors]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty
Path (Raw):       Driving Miss Daisy --[starred_actors]--> Morgan Freeman --[No Operation]--> Morgan Freeman --[(INV) starred_actors]--> Evan Almighty
Neg LogProb(↓):   1.247899
Path Entropy(↓):  2.150765
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by love songs actors
Start Entity:     Love Songs
Gold Answer:      [['Biography', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Love Songs --[starred_actors]--> Ludivine Sagnier --[(INV) starred_actors]--> Love Crime --[has_genre]--> Thriller
Path (Raw):       Love Songs --[starred_actors]--> Ludivine Sagnier --[(INV) starred_actors]--> Love Crime --[has_genre]--> Thriller
Neg LogProb(↓):   1.041099
Path Entropy(↓):  1.609363
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in the man with one red shoe
Start Entity:     The Man with One Red Shoe
Gold Answer:      [['French', 'Somali']]
Predicted Ans:    French
Predicted Path:   The Man with One Red Shoe --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Path (Raw):       The Man with One Red Shoe --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Neg LogProb(↓):   0.077114
Path Entropy(↓):  0.293587
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with ted w. lawson
Start Entity:     Ted W. Lawson
Gold Answer:      [['Dalton Trumbo']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Ted W. Lawson --[(INV) written_by]--> Thirty Seconds Over Tokyo --[written_by]--> Dalton Trumbo
Path (Raw):       Ted W. Lawson --[No Operation]--> Ted W. Lawson --[(INV) written_by]--> Thirty Seconds Over Tokyo --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.001372
Path Entropy(↓):  0.010411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter stephen gilbert
Start Entity:     Stephen Gilbert
Gold Answer:      [['Sondra Locke', 'Elsa Lanchester', 'Bruce Davison']]
Predicted Ans:    Bruce Davison
Predicted Path:   Stephen Gilbert --[(INV) written_by]--> Willard --[starred_actors]--> Bruce Davison
Path (Raw):       Stephen Gilbert --[No Operation]--> Stephen Gilbert --[(INV) written_by]--> Willard --[starred_actors]--> Bruce Davison
Neg LogProb(↓):   0.694309
Path Entropy(↓):  0.702196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of chinese puzzle was who
Start Entity:     Chinese Puzzle
Gold Answer:      [['Cédric Klapisch']]
Predicted Ans:    Cédric Klapisch
Predicted Path:   Chinese Puzzle --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> When the Cat's Away --[directed_by]--> Cédric Klapisch
Path (Raw):       Chinese Puzzle --[directed_by]--> Cédric Klapisch --[(INV) directed_by]--> When the Cat's Away --[directed_by]--> Cédric Klapisch
Neg LogProb(↓):   0.001414
Path Entropy(↓):  0.011350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of midaq alley
Start Entity:     Midaq Alley
Gold Answer:      [['Jorge Fons']]
Predicted Ans:    Jorge Fons
Predicted Path:   Midaq Alley --[directed_by]--> Jorge Fons --[(INV) directed_by]--> Midaq Alley --[directed_by]--> Jorge Fons
Path (Raw):       Midaq Alley --[directed_by]--> Jorge Fons --[(INV) directed_by]--> Midaq Alley --[directed_by]--> Jorge Fons
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of reservoir dogs
Start Entity:     Reservoir Dogs
Gold Answer:      [['Elmore Leonard', 'Robert Rodriguez', 'Allison Anders', 'Alexandre Rockwell', 'Quentin Tarantino', 'Roger Avary']]
Predicted Ans:    Quentin Tarantino
Predicted Path:   Reservoir Dogs --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Grindhouse --[written_by]--> Quentin Tarantino
Path (Raw):       Reservoir Dogs --[directed_by]--> Quentin Tarantino --[(INV) directed_by]--> Grindhouse --[written_by]--> Quentin Tarantino
Neg LogProb(↓):   1.082613
Path Entropy(↓):  1.837980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of samurai spy
Start Entity:     Samurai Spy
Gold Answer:      [['Masahiro Shinoda', 'Giancarlo Tallarico', 'Monzaemon Chikamatsu']]
Predicted Ans:    Masahiro Shinoda
Predicted Path:   Samurai Spy --[directed_by]--> Masahiro Shinoda --[(INV) directed_by]--> Double Suicide --[written_by]--> Masahiro Shinoda
Path (Raw):       Samurai Spy --[directed_by]--> Masahiro Shinoda --[(INV) directed_by]--> Double Suicide --[written_by]--> Masahiro Shinoda
Neg LogProb(↓):   0.290612
Path Entropy(↓):  0.696433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in baby's day out
Start Entity:     Baby's Day Out
Gold Answer:      [['English', 'Czech', 'Portuguese', 'German']]
Predicted Ans:    English
Predicted Path:   Baby's Day Out --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Underworld --[in_language]--> English
Path (Raw):       Baby's Day Out --[starred_actors]--> Joe Mantegna --[(INV) starred_actors]--> Underworld --[in_language]--> English
Neg LogProb(↓):   0.148738
Path Entropy(↓):  0.607354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed foreign correspondent
Start Entity:     Foreign Correspondent
Gold Answer:      [['Alfred Hitchcock']]
Predicted Ans:    Alfred Hitchcock
Predicted Path:   Foreign Correspondent --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Path (Raw):       Foreign Correspondent --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[directed_by]--> Alfred Hitchcock
Neg LogProb(↓):   0.923594
Path Entropy(↓):  1.431584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote un chien andalou
Start Entity:     Un Chien Andalou
Gold Answer:      [['Harold Lloyd', 'Adriana Asti', 'Julien Bertheau', 'Catherine Deneuve', 'Jeanne Moreau', 'Adolphe Menjou', 'Silvia Pinal', 'Fernando Rey', 'Pierce Brosnan', 'Jean Sorel', 'Léa Seydoux', 'Paul Frankeur', 'Verree Teasdale', 'Charles Vanel', 'Michel Piccoli', 'Georges Marchal', 'Simone Signoret', 'Laurent Terzieff', 'Claudio Brook', 'Franco Nero', "Dan O'Herlihy"]]
Predicted Ans:    Catherine Deneuve
Predicted Path:   Un Chien Andalou --[written_by]--> Luis Buñuel --[(INV) written_by]--> Tristana --[starred_actors]--> Catherine Deneuve
Path (Raw):       Un Chien Andalou --[written_by]--> Luis Buñuel --[(INV) written_by]--> Tristana --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.885086
Path Entropy(↓):  1.431245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed don't be afraid of the dark
Start Entity:     Don't Be Afraid of the Dark
Gold Answer:      [['Troy Nixey']]
Predicted Ans:    Troy Nixey
Predicted Path:   Don't Be Afraid of the Dark --[directed_by]--> Troy Nixey --[(INV) directed_by]--> Don't Be Afraid of the Dark --[directed_by]--> Troy Nixey
Path (Raw):       Don't Be Afraid of the Dark --[directed_by]--> Troy Nixey --[(INV) directed_by]--> Don't Be Afraid of the Dark --[directed_by]--> Troy Nixey
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of nightmare alley
Start Entity:     Nightmare Alley
Gold Answer:      [["The Razor's Edge", 'Night Nurse', 'Gold Diggers of 1937', 'The Public Enemy', 'Crash Dive', 'The Black Swan', 'Gold Diggers of 1933', 'Johnny Apollo', 'The Black Rose', "There's Always a Woman", 'Blood and Sand', 'Prince of Foxes', 'Dames', 'Stand-In', 'Opening Night', 'Big City Blues', 'Footlight Parade', "Lloyd's of London", 'Thin Ice', 'Blonde Crazy', "Alexander's Ragtime Band", 'Will Success Spoil Rock Hunter?', 'Witness for the Prosecution', 'Lawyer Man', 'A Tree Grows in Brooklyn', 'Topper Returns', 'The Eddy Duchin Story', 'Bullets or Ballots', 'Three on a Match', 'This Above All', 'Love Is News', 'Suez', 'Captain from Castile', 'Jesse James', 'Second Honeymoon', 'The Crowd Roars', 'The Sun Also Rises', 'The Mark of Zorro', 'The Rains Came', 'The Long Gray Line', 'In Old Chicago']]
Predicted Ans:    Night Nurse
Predicted Path:   Nightmare Alley --[starred_actors]--> Joan Blondell --[(INV) starred_actors]--> Night Nurse
Path (Raw):       Nightmare Alley --[starred_actors]--> Joan Blondell --[No Operation]--> Joan Blondell --[(INV) starred_actors]--> Night Nurse
Neg LogProb(↓):   0.333163
Path Entropy(↓):  1.245747
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by franco prosperi in
Start Entity:     Franco Prosperi
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Franco Prosperi --[(INV) starred_actors]--> Goodbye Uncle Tom --[in_language]--> Italian
Path (Raw):       Franco Prosperi --[No Operation]--> Franco Prosperi --[(INV) starred_actors]--> Goodbye Uncle Tom --[in_language]--> Italian
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie lucia, lucia are written by who
Start Entity:     Lucía, Lucía
Gold Answer:      [['Pedro Almodóvar', 'Daniel Burman', 'Marcelo Figueras', 'Marcelo Piñeyro', 'Miles Brandman']]
Predicted Ans:    Marcelo Piñeyro
Predicted Path:   Lucía, Lucía --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[written_by]--> Marcelo Piñeyro
Path (Raw):       Lucía, Lucía --[starred_actors]--> Cecilia Roth --[(INV) starred_actors]--> Kamchatka --[written_by]--> Marcelo Piñeyro
Neg LogProb(↓):   0.005149
Path Entropy(↓):  0.033728
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film face were released in which years
Start Entity:     Face
Gold Answer:      [['1995', '2001', '1999', '1994', '1935', '2011']]
Predicted Ans:    2011
Predicted Path:   Face --[directed_by]--> Antonia Bird --[(INV) directed_by]--> Priest --[release_year]--> 2011
Path (Raw):       Face --[directed_by]--> Antonia Bird --[(INV) directed_by]--> Priest --[release_year]--> 2011
Neg LogProb(↓):   0.523942
Path Entropy(↓):  1.007882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of chicago joe and the showgirl
Start Entity:     Chicago Joe and the Showgirl
Gold Answer:      [['David Yallop']]
Predicted Ans:    David Yallop
Predicted Path:   Chicago Joe and the Showgirl --[written_by]--> David Yallop --[(INV) written_by]--> Chicago Joe and the Showgirl --[written_by]--> David Yallop
Path (Raw):       Chicago Joe and the Showgirl --[written_by]--> David Yallop --[(INV) written_by]--> Chicago Joe and the Showgirl --[written_by]--> David Yallop
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of greg kinnear acted films
Start Entity:     Greg Kinnear
Gold Answer:      [['1995', '2000', '1997', '2001', '1954', '2008', '2003', '2005', '2010', '1996', '2006', '2014', '2002', '2012', '2011', '1937', '2013', '2007']]
Predicted Ans:    1995
Predicted Path:   Greg Kinnear --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Path (Raw):       Greg Kinnear --[No Operation]--> Greg Kinnear --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Neg LogProb(↓):   1.146223
Path Entropy(↓):  2.277982
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film spring breakers are directed by who
Start Entity:     Spring Breakers
Gold Answer:      [['George Cukor', 'Mark Rydell', 'Todd Graff', 'Justin Lin', 'Evan Goldberg', 'Nicolas Cage', 'Tony Bill', 'Genndy Tartakovsky', 'Ernst Lubitsch', 'Courtney Solomon', 'John Dahl', 'Gary Fleder', 'Sam Raimi', 'Damon Santostefano', 'Danny Boyle', 'Rob Epstein', 'Jeffrey Friedman', 'James Franco', 'Rupert Goold', 'Scott Walker', 'Tim Garrick', 'Seth Rogen', 'Craig Monahan', 'Zack Snyder', 'Thomas Bezucha', 'David Gordon Green']]
Predicted Ans:    Sam Raimi
Predicted Path:   Spring Breakers --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Path (Raw):       Spring Breakers --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man 3 --[directed_by]--> Sam Raimi
Neg LogProb(↓):   0.404011
Path Entropy(↓):  1.321034
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did felix van groeningen write the story for
Start Entity:     Felix van Groeningen
Gold Answer:      [['The Misfortunates', 'The Broken Circle Breakdown']]
Predicted Ans:    The Misfortunates
Predicted Path:   Felix van Groeningen --[(INV) written_by]--> The Misfortunates --[written_by]--> Dimitri Verhulst --[(INV) written_by]--> The Misfortunates
Path (Raw):       Felix van Groeningen --[(INV) written_by]--> The Misfortunates --[written_by]--> Dimitri Verhulst --[(INV) written_by]--> The Misfortunates
Neg LogProb(↓):   0.674892
Path Entropy(↓):  1.040516
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the author of chaos theory
Start Entity:     Chaos Theory
Gold Answer:      [['Daniel Taplitz']]
Predicted Ans:    Daniel Taplitz
Predicted Path:   Chaos Theory --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[written_by]--> Daniel Taplitz
Path (Raw):       Chaos Theory --[written_by]--> Daniel Taplitz --[(INV) written_by]--> Commandments --[written_by]--> Daniel Taplitz
Neg LogProb(↓):   0.000702
Path Entropy(↓):  0.006069
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote minnie and moskowitz
Start Entity:     Minnie and Moskowitz
Gold Answer:      [['1968', '1980', '1976', '1970', '1997', '2007', '1959', '2013', '1999', '1974', '1984', '1977']]
Predicted Ans:    1974
Predicted Path:   Minnie and Moskowitz --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[release_year]--> 1974
Path (Raw):       Minnie and Moskowitz --[written_by]--> John Cassavetes --[(INV) written_by]--> A Woman Under the Influence --[release_year]--> 1974
Neg LogProb(↓):   0.701619
Path Entropy(↓):  1.507321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the battle of shaker heights was directed by who
Start Entity:     The Battle of Shaker Heights
Gold Answer:      [['Kyle Rankin', 'Efram Potelle']]
Predicted Ans:    Kyle Rankin
Predicted Path:   The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation --[directed_by]--> Kyle Rankin
Path (Raw):       The Battle of Shaker Heights --[directed_by]--> Kyle Rankin --[(INV) directed_by]--> Infestation --[directed_by]--> Kyle Rankin
Neg LogProb(↓):   0.001216
Path Entropy(↓):  0.009375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is walking on sunshine
Start Entity:     Walking on Sunshine
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Walking on Sunshine --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Path (Raw):       Walking on Sunshine --[has_genre]--> Musical --[(INV) has_genre]--> The First Nudie Musical --[has_genre]--> Musical
Neg LogProb(↓):   0.799473
Path Entropy(↓):  1.261599
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the wedding ringer
Start Entity:     The Wedding Ringer
Gold Answer:      [['Vince Vaughn', 'Jennifer Aniston']]
Predicted Ans:    Jennifer Aniston
Predicted Path:   The Wedding Ringer --[written_by]--> Jeremy Garelick --[(INV) written_by]--> The Break-Up --[starred_actors]--> Jennifer Aniston
Path (Raw):       The Wedding Ringer --[written_by]--> Jeremy Garelick --[(INV) written_by]--> The Break-Up --[starred_actors]--> Jennifer Aniston
Neg LogProb(↓):   0.011187
Path Entropy(↓):  0.065742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in gross anatomy
Start Entity:     Gross Anatomy
Gold Answer:      [['Matthew Modine', 'Christine Lahti', 'Daphne Zuniga']]
Predicted Ans:    John Cusack
Predicted Path:   Gross Anatomy --[starred_actors]--> Daphne Zuniga --[(INV) starred_actors]--> The Sure Thing --[starred_actors]--> John Cusack
Path (Raw):       Gross Anatomy --[starred_actors]--> Daphne Zuniga --[(INV) starred_actors]--> The Sure Thing --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.090694
Path Entropy(↓):  0.335441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the movies whose writers also wrote blood and black lace
Start Entity:     Blood and Black Lace
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Blood and Black Lace --[written_by]--> Mario Bava --[(INV) written_by]--> Black Sabbath --[has_genre]--> Horror
Path (Raw):       Blood and Black Lace --[written_by]--> Mario Bava --[(INV) written_by]--> Black Sabbath --[has_genre]--> Horror
Neg LogProb(↓):   0.015359
Path Entropy(↓):  0.095108
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the bonfire of the vanities actors
Start Entity:     The Bonfire of the Vanities
Gold Answer:      [['Romance', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Bonfire of the Vanities --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Bonfire of the Vanities --[starred_actors]--> Melanie Griffith --[(INV) starred_actors]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   1.185239
Path Entropy(↓):  1.541482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in generation um...
Start Entity:     Generation Um...
Gold Answer:      [['Keanu Reeves', 'Bojana Novakovic', 'Adelaide Clemens']]
Predicted Ans:    Keanu Reeves
Predicted Path:   Generation Um... --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Path (Raw):       Generation Um... --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.019546
Path Entropy(↓):  0.118410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of dead heat on a merry - go - round
Start Entity:     Dead Heat on a Merry-Go-Round
Gold Answer:      [['Felix E. Feist']]
Predicted Ans:    Felix E. Feist
Predicted Path:   Dead Heat on a Merry-Go-Round --[written_by]--> Bernard Girard --[(INV) written_by]--> This Woman Is Dangerous --[directed_by]--> Felix E. Feist
Path (Raw):       Dead Heat on a Merry-Go-Round --[written_by]--> Bernard Girard --[(INV) written_by]--> This Woman Is Dangerous --[directed_by]--> Felix E. Feist
Neg LogProb(↓):   0.003746
Path Entropy(↓):  0.024636
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by stanley kubrick
Start Entity:     Stanley Kubrick
Gold Answer:      [['Frederic Raphael', 'Arthur Schnitzler', 'Jim Thompson', 'Diane Johnson', 'William Makepeace Thackeray', 'Lionel White', 'Humphrey Cobb', 'Stephen King', 'Anthony Burgess', 'Howard Fast', 'Dalton Trumbo', 'Vladimir Nabokov', 'Michael Herr', 'Gustav Hasford']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   Stanley Kubrick --[(INV) directed_by]--> Barry Lyndon --[written_by]--> Stanley Kubrick
Path (Raw):       Stanley Kubrick --[No Operation]--> Stanley Kubrick --[(INV) directed_by]--> Barry Lyndon --[written_by]--> Stanley Kubrick
Neg LogProb(↓):   1.187031
Path Entropy(↓):  1.711630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted together with michael huddleston
Start Entity:     Michael Huddleston
Gold Answer:      [['Jodi Thelen', 'Craig Wasson', 'Jim Metzler']]
Predicted Ans:    Jim Metzler
Predicted Path:   Michael Huddleston --[(INV) starred_actors]--> Four Friends --[starred_actors]--> Jim Metzler
Path (Raw):       Michael Huddleston --[No Operation]--> Michael Huddleston --[(INV) starred_actors]--> Four Friends --[starred_actors]--> Jim Metzler
Neg LogProb(↓):   0.662067
Path Entropy(↓):  1.031859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of i hired a contract killer also directed which films
Start Entity:     I Hired a Contract Killer
Gold Answer:      [['Leningrad Cowboys Go America', 'Shadows in Paradise', 'Calamari Union', 'Leningrad Cowboys Meet Moses', 'The Match Factory Girl', 'Le Havre', 'Lights in the Dusk', 'Rocky VI', 'Ariel', 'The Man Without a Past', 'Drifting Clouds', 'Juha', 'Take Care of Your Scarf, Tatiana', 'La Vie de Bohème', 'Crime and Punishment', 'Hamlet Goes Business']]
Predicted Ans:    Lights in the Dusk
Predicted Path:   I Hired a Contract Killer --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Lights in the Dusk
Path (Raw):       I Hired a Contract Killer --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Lights in the Dusk --[No Operation]--> Lights in the Dusk
Neg LogProb(↓):   1.290833
Path Entropy(↓):  2.079331
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie 13 sins were in which genres
Start Entity:     13 Sins
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   13 Sins --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[has_genre]--> Drama
Path (Raw):       13 Sins --[starred_actors]--> Mark Webber --[(INV) starred_actors]--> Happy Christmas --[has_genre]--> Drama
Neg LogProb(↓):   0.000231
Path Entropy(↓):  0.002402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of water
Start Entity:     Water
Gold Answer:      [['Emma Suárez', 'Don McKellar', 'Rahul Khanna', 'Patrick Stewart', 'Carmelo Gómez', 'Lisa Ray', 'Seema Biswas', 'Shriya Saran', 'Rahul Bhat', 'Surveen Chawla', 'James Earl Jones', 'Anupam Kher']]
Predicted Ans:    Lisa Ray
Predicted Path:   Water --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[starred_actors]--> Lisa Ray
Path (Raw):       Water --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[starred_actors]--> Lisa Ray
Neg LogProb(↓):   0.085713
Path Entropy(↓):  0.365141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film the brasher doubloon
Start Entity:     The Brasher Doubloon
Gold Answer:      [['Raymond Chandler']]
Predicted Ans:    Raymond Chandler
Predicted Path:   The Brasher Doubloon --[written_by]--> Raymond Chandler --[(INV) written_by]--> Lady in the Lake --[written_by]--> Raymond Chandler
Path (Raw):       The Brasher Doubloon --[written_by]--> Raymond Chandler --[(INV) written_by]--> Lady in the Lake --[written_by]--> Raymond Chandler
Neg LogProb(↓):   0.069239
Path Entropy(↓):  0.247057
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of a talking picture
Start Entity:     A Talking Picture
Gold Answer:      [['John Malkovich', 'Catherine Deneuve', 'Marcello Mastroianni']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   A Talking Picture --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Voyage to the Beginning of the World --[starred_actors]--> Marcello Mastroianni
Path (Raw):       A Talking Picture --[directed_by]--> Manoel de Oliveira --[(INV) directed_by]--> Voyage to the Beginning of the World --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.130286
Path Entropy(↓):  0.518385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in the fly
Start Entity:     The Fly
Gold Answer:      [['Frank Galati', 'Howard Franklin', 'Rudy De Luca', 'Douglas Day Stewart', 'Greg Brooker', 'Brian Carbee', 'Michael McDowell', 'Larry Wilson', 'Roland Emmerich', 'Allan Loeb', 'Jay Cronley', 'Eric Wareheim', 'Lawrence Kasdan', 'Tim Heidecker', 'Victor Salva', 'Jeffrey Eugenides', 'Wayne Thornley', 'Anthony Silverston', 'Raffaella Delle Donne', 'Avra Wing', 'Andrew Cook', 'Anne Tyler', 'Yoram Kaniuk', 'Richard Curtis', 'Shane Black', 'Kim Wilson', 'Kelly Candaele', 'Warren Skaaren', 'Burr Steers', 'Dean Devlin', 'Julie Brown', 'M. Night Shyamalan', 'Lowell Ganz', 'Babaloo Mandel']]
Predicted Ans:    Anne Tyler
Predicted Path:   The Fly --[starred_actors]--> Geena Davis --[(INV) starred_actors]--> The Accidental Tourist --[written_by]--> Anne Tyler
Path (Raw):       The Fly --[starred_actors]--> Geena Davis --[(INV) starred_actors]--> The Accidental Tourist --[written_by]--> Anne Tyler
Neg LogProb(↓):   0.874531
Path Entropy(↓):  2.102783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was midnight released
Start Entity:     Midnight
Gold Answer:      [['1998']]
Predicted Ans:    1939
Predicted Path:   Midnight --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Path (Raw):       Midnight --[release_year]--> 1939 --[(INV) release_year]--> The Saint in London --[release_year]--> 1939
Neg LogProb(↓):   1.846510
Path Entropy(↓):  2.209003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films directed by the ¡ three amigos! director
Start Entity:     ¡Three Amigos!
Gold Answer:      [['Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   ¡Three Amigos! --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[has_genre]--> Comedy
Path (Raw):       ¡Three Amigos! --[directed_by]--> John Landis --[(INV) directed_by]--> Oscar --[has_genre]--> Comedy
Neg LogProb(↓):   0.030597
Path Entropy(↓):  0.153378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did henry scott act in
Start Entity:     Henry Scott
Gold Answer:      [['Anna Lucasta']]
Predicted Ans:    Anna Lucasta
Predicted Path:   Henry Scott --[(INV) starred_actors]--> Anna Lucasta --[starred_actors]--> Sammy Davis Jr. --[(INV) starred_actors]--> Anna Lucasta
Path (Raw):       Henry Scott --[(INV) starred_actors]--> Anna Lucasta --[starred_actors]--> Sammy Davis Jr. --[(INV) starred_actors]--> Anna Lucasta
Neg LogProb(↓):   0.000196
Path Entropy(↓):  0.001926
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film against the ropes
Start Entity:     Against the Ropes
Gold Answer:      [['2008', '2003', '1992', '1993', '1998', '2009', '1994', '1956', '1995', '1990', '1989', '1996', '2012', '1988', '2000', '1997', '1950', '2005', '1991', '1999', '1987']]
Predicted Ans:    2000
Predicted Path:   Against the Ropes --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> Proof of Life --[release_year]--> 2000
Path (Raw):       Against the Ropes --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> Proof of Life --[release_year]--> 2000
Neg LogProb(↓):   1.537898
Path Entropy(↓):  2.171840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie taxi to the dark side are written by who
Start Entity:     Taxi to the Dark Side
Gold Answer:      [['Alison Ellwood', 'Ken Kesey', 'Alex Gibney']]
Predicted Ans:    Alex Gibney
Predicted Path:   Taxi to the Dark Side --[directed_by]--> Alex Gibney --[(INV) directed_by]--> The Armstrong Lie --[written_by]--> Alex Gibney
Path (Raw):       Taxi to the Dark Side --[directed_by]--> Alex Gibney --[(INV) directed_by]--> The Armstrong Lie --[written_by]--> Alex Gibney
Neg LogProb(↓):   0.008802
Path Entropy(↓):  0.056629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote western union
Start Entity:     Western Union
Gold Answer:      [['Charles Haid', 'George Waggner', 'George B. Seitz']]
Predicted Ans:    Zane Grey
Predicted Path:   Western Union --[written_by]--> Zane Grey --[(INV) written_by]--> Born to the West --[written_by]--> Zane Grey
Path (Raw):       Western Union --[written_by]--> Zane Grey --[(INV) written_by]--> Born to the West --[written_by]--> Zane Grey
Neg LogProb(↓):   0.614948
Path Entropy(↓):  1.010616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie friday are written by who
Start Entity:     Friday
Gold Answer:      [['Theodore Witcher', 'Ben Younger', 'David O. Russell', 'Matt Johnson', 'Gore Vidal', 'Greg Latter', 'Pupi Avati', 'Darrell Roodt', 'Paul Aaron', 'Ice Cube', 'Phil Hay', 'Matt Manfredi', 'Greg Coolidge', 'John Carpenter', 'Michael Henry Brown', 'Jason Mantzoukas', 'Wallace Terry', 'Robert Zemeckis', 'Bob Gale', 'David E. Talbert', 'Allen Hughes', 'Malcolm D. Lee', 'Hank Nelken', 'Tyler Perry', 'John Ridley']]
Predicted Ans:    Pupi Avati
Predicted Path:   Friday --[starred_actors]--> Nia Long --[(INV) starred_actors]--> The Best Man --[written_by]--> Pupi Avati
Path (Raw):       Friday --[starred_actors]--> Nia Long --[(INV) starred_actors]--> The Best Man --[written_by]--> Pupi Avati
Neg LogProb(↓):   0.343711
Path Entropy(↓):  0.711762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films can be described by stanley tucci
Start Entity:     stanley tucci
Gold Answer:      [['Lucky Number Slevin', 'The Impostors', 'The Devil Wears Prada', 'The Lovely Bones', 'Big Night']]
Predicted Ans:    Big Night
Predicted Path:   stanley tucci --[(INV) has_tags]--> Big Night --[has_tags]--> campbell scott --[(INV) has_tags]--> Big Night
Path (Raw):       stanley tucci --[(INV) has_tags]--> Big Night --[has_tags]--> campbell scott --[(INV) has_tags]--> Big Night
Neg LogProb(↓):   0.725259
Path Entropy(↓):  1.227417
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jon wright were released in which years
Start Entity:     Jon Wright
Gold Answer:      [['2012', '1960', '2009']]
Predicted Ans:    1960
Predicted Path:   Jon Wright --[(INV) directed_by]--> Tormented --[release_year]--> 1960
Path (Raw):       Jon Wright --[No Operation]--> Jon Wright --[(INV) directed_by]--> Tormented --[release_year]--> 1960
Neg LogProb(↓):   0.138962
Path Entropy(↓):  0.405673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the white squall director
Start Entity:     White Squall
Gold Answer:      [['Cormac McCarthy', 'Thomas Harris', 'Douglas Fairbanks', 'Eric Garcia', 'William Monahan', 'Jon Spaihts', 'Joseph Conrad', 'Steven Zaillian', 'David Ignatius', "Dan O'Bannon", 'Mark Bowden', 'Philip K. Dick', 'Peter Mayle', 'Hampton Fancher', 'Damon Lindelof', 'Ronald Shusett']]
Predicted Ans:    Cormac McCarthy
Predicted Path:   White Squall --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor --[written_by]--> Cormac McCarthy
Path (Raw):       White Squall --[directed_by]--> Ridley Scott --[(INV) directed_by]--> The Counselor --[written_by]--> Cormac McCarthy
Neg LogProb(↓):   0.385358
Path Entropy(↓):  0.979692
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the church
Start Entity:     The Church
Gold Answer:      [['1994']]
Predicted Ans:    1989
Predicted Path:   The Church --[directed_by]--> Michele Soavi --[(INV) directed_by]--> The Church --[release_year]--> 1989
Path (Raw):       The Church --[directed_by]--> Michele Soavi --[(INV) directed_by]--> The Church --[release_year]--> 1989
Neg LogProb(↓):   0.120072
Path Entropy(↓):  0.353056
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by the director of magic trip
Start Entity:     Magic Trip
Gold Answer:      [['Lance Armstrong', 'Alex Gibney']]
Predicted Ans:    Lance Armstrong
Predicted Path:   Magic Trip --[directed_by]--> Alex Gibney --[(INV) directed_by]--> The Armstrong Lie --[starred_actors]--> Lance Armstrong
Path (Raw):       Magic Trip --[directed_by]--> Alex Gibney --[(INV) directed_by]--> The Armstrong Lie --[starred_actors]--> Lance Armstrong
Neg LogProb(↓):   0.000074
Path Entropy(↓):  0.000794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films written by konrad niewolski
Start Entity:     Konrad Niewolski
Gold Answer:      [['Polish']]
Predicted Ans:    Polish
Predicted Path:   Konrad Niewolski --[(INV) written_by]--> Symmetry --[in_language]--> Polish
Path (Raw):       Konrad Niewolski --[No Operation]--> Konrad Niewolski --[(INV) written_by]--> Symmetry --[in_language]--> Polish
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000066
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of rosencrantz and guildenstern are undead also wrote which movies
Start Entity:     Rosencrantz and Guildenstern Are Undead
Gold Answer:      [['Alter Egos']]
Predicted Ans:    Comedy
Predicted Path:   Rosencrantz and Guildenstern Are Undead --[written_by]--> Jordan Galland --[(INV) written_by]--> Alter Egos --[has_genre]--> Comedy
Path (Raw):       Rosencrantz and Guildenstern Are Undead --[written_by]--> Jordan Galland --[(INV) written_by]--> Alter Egos --[has_genre]--> Comedy
Neg LogProb(↓):   0.012403
Path Entropy(↓):  0.066490
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films starred by actors in heart of midnight
Start Entity:     Heart of Midnight
Gold Answer:      [['1995', '1998', '1997', '2001', '1990', '2003', '1992', '1991', '1996', '2004', '1982', '1994', '1999', '1981', '1986', '2013', '2007']]
Predicted Ans:    1994
Predicted Path:   Heart of Midnight --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> The Hudsucker Proxy --[release_year]--> 1994
Path (Raw):       Heart of Midnight --[starred_actors]--> Jennifer Jason Leigh --[(INV) starred_actors]--> The Hudsucker Proxy --[release_year]--> 1994
Neg LogProb(↓):   1.306565
Path Entropy(↓):  1.690018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by gregor jordan were released in which years
Start Entity:     Gregor Jordan
Gold Answer:      [['1970', '2008', '2001', '2003', '2010', '1999']]
Predicted Ans:    2003
Predicted Path:   Gregor Jordan --[(INV) directed_by]--> Ned Kelly --[release_year]--> 2003
Path (Raw):       Gregor Jordan --[No Operation]--> Gregor Jordan --[(INV) directed_by]--> Ned Kelly --[release_year]--> 2003
Neg LogProb(↓):   0.401894
Path Entropy(↓):  1.134115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed river of grass
Start Entity:     River of Grass
Gold Answer:      [['Drama', 'Western', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   River of Grass --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[has_genre]--> Drama
Path (Raw):       River of Grass --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[has_genre]--> Drama
Neg LogProb(↓):   0.772357
Path Entropy(↓):  1.000950
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film pee - wee's big adventure were in which genres
Start Entity:     Pee-wee's Big Adventure
Gold Answer:      [['Biography', 'Short', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Pee-wee's Big Adventure --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Path (Raw):       Pee-wee's Big Adventure --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Neg LogProb(↓):   0.742561
Path Entropy(↓):  1.535973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed freebie and the bean
Start Entity:     Freebie and the Bean
Gold Answer:      [['Richard Rush']]
Predicted Ans:    Richard Rush
Predicted Path:   Freebie and the Bean --[directed_by]--> Richard Rush --[(INV) directed_by]--> Freebie and the Bean --[directed_by]--> Richard Rush
Path (Raw):       Freebie and the Bean --[directed_by]--> Richard Rush --[(INV) directed_by]--> Freebie and the Bean --[directed_by]--> Richard Rush
Neg LogProb(↓):   0.004059
Path Entropy(↓):  0.030426
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies can be described by don coscarelli
Start Entity:     don coscarelli
Gold Answer:      [['Bubba Ho-Tep', 'Phantasm', 'The Beastmaster']]
Predicted Ans:    Phantasm
Predicted Path:   don coscarelli --[(INV) has_tags]--> Phantasm --[has_tags]--> don coscarelli --[(INV) has_tags]--> Phantasm
Path (Raw):       don coscarelli --[(INV) has_tags]--> Phantasm --[has_tags]--> don coscarelli --[(INV) has_tags]--> Phantasm
Neg LogProb(↓):   0.000211
Path Entropy(↓):  0.002191
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of stoned
Start Entity:     Stoned
Gold Answer:      [['The World Is Not Enough', 'Johnny English', 'Casino Royale', 'Quantum of Solace', 'Skyfall', 'Return to Sender']]
Predicted Ans:    The World Is Not Enough
Predicted Path:   Stoned --[written_by]--> Robert Wade --[(INV) written_by]--> The World Is Not Enough
Path (Raw):       Stoned --[No Operation]--> Stoned --[written_by]--> Robert Wade --[(INV) written_by]--> The World Is Not Enough
Neg LogProb(↓):   0.668097
Path Entropy(↓):  1.429611
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of your highness
Start Entity:     Your Highness
Gold Answer:      [['James Franco', 'Emile Hirsch', 'Zooey Deschanel', 'Paul Schneider', 'Nicolas Cage', 'Seth Rogen', 'Paul Rudd', 'Kate Beckinsale', 'Susan Sarandon', 'Sam Rockwell', 'Ronnie Gene Blevins', 'Tye Sheridan', 'Shea Whigham', 'Jamie Bell']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   Your Highness --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Snow Angels --[starred_actors]--> Kate Beckinsale
Path (Raw):       Your Highness --[directed_by]--> David Gordon Green --[(INV) directed_by]--> Snow Angels --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.329200
Path Entropy(↓):  0.745814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the resident
Start Entity:     The Resident
Gold Answer:      [['Liisi Tandefelt']]
Predicted Ans:    Christopher Lee
Predicted Path:   The Resident --[written_by]--> Antti Jokinen --[(INV) written_by]--> The Resident --[starred_actors]--> Christopher Lee
Path (Raw):       The Resident --[written_by]--> Antti Jokinen --[(INV) written_by]--> The Resident --[starred_actors]--> Christopher Lee
Neg LogProb(↓):   0.001592
Path Entropy(↓):  0.013116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor of g. i. jane also starred in which films
Start Entity:     G.I. Jane
Gold Answer:      [['The Juror', 'The Road', 'Nightfall', 'The Turning Point', 'Hidalgo', 'Flawless', 'The Two Faces of January', 'Daylight', 'Half Light', 'Agnes of God', 'Gorilla at Large', 'Delgo', 'Ruby Cairo', 'The Hunchback of Notre Dame', 'Mortal Thoughts', 'Passion of Mind', "The Butcher's Wife", 'Another Happy Day', 'Wisdom', 'No Small Affair', 'Good', 'Striptease', 'The Graduate', 'The Elephant Man', 'The Passion of Darkly Noon', 'The Reflecting Skin', 'Mr. Brooks', 'Keeping the Faith', 'A Few Good Men', 'The Pumpkin Eater', 'Disclosure', 'Antz', 'American Yakuza', 'Torch Song Trilogy', 'A History of Violence', 'The Miracle Worker', 'A Dangerous Method', '28 Days', 'Boiling Point', "St. Elmo's Fire", 'Fatso', 'A Perfect Murder', 'Mr. Jones', 'Prison', 'Indecent Proposal', 'Parasite', 'The Scarlet Letter', 'Home for the Holidays', "'night, Mother", 'The Raid', 'Happy Tears', '7 Women', "We're No Angels", 'Critical Care', 'The Joneses', 'The Slender Thread', 'Ghost']]
Predicted Ans:    The Passion of Darkly Noon
Predicted Path:   G.I. Jane --[starred_actors]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon
Path (Raw):       G.I. Jane --[starred_actors]--> Viggo Mortensen --[No Operation]--> Viggo Mortensen --[(INV) starred_actors]--> The Passion of Darkly Noon
Neg LogProb(↓):   1.024980
Path Entropy(↓):  2.019612
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by ellyn bache were in which genres
Start Entity:     Ellyn Bache
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Ellyn Bache --[(INV) written_by]--> Safe Passage --[has_genre]--> Drama
Path (Raw):       Ellyn Bache --[No Operation]--> Ellyn Bache --[(INV) written_by]--> Safe Passage --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films written by traudl junge
Start Entity:     Traudl Junge
Gold Answer:      [['Oliver Hirschbiegel']]
Predicted Ans:    Oliver Hirschbiegel
Predicted Path:   Traudl Junge --[(INV) written_by]--> Downfall --[directed_by]--> Oliver Hirschbiegel
Path (Raw):       Traudl Junge --[No Operation]--> Traudl Junge --[(INV) written_by]--> Downfall --[directed_by]--> Oliver Hirschbiegel
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by terence davies
Start Entity:     terence davies
Gold Answer:      [['The Long Day Closes', 'The Deep Blue Sea', 'Of Time and the City']]
Predicted Ans:    Of Time and the City
Predicted Path:   terence davies --[(INV) has_tags]--> Of Time and the City --[has_tags]--> terence davies --[(INV) has_tags]--> Of Time and the City
Path (Raw):       terence davies --[(INV) has_tags]--> Of Time and the City --[has_tags]--> terence davies --[(INV) has_tags]--> Of Time and the City
Neg LogProb(↓):   0.000919
Path Entropy(↓):  0.008213
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of priyanka chopra starred movies
Start Entity:     Priyanka Chopra
Gold Answer:      [['Ameet Mehta', 'Rakesh Roshan', 'Harry Baweja', 'Vishal Bhardwaj', 'Ruskin Bond', 'Uday Chopra', 'Farhan Akhtar', 'Anurag Basu', 'Ali Abbas Zafar']]
Predicted Ans:    Ali Abbas Zafar
Predicted Path:   Priyanka Chopra --[(INV) starred_actors]--> Gunday --[written_by]--> Ali Abbas Zafar
Path (Raw):       Priyanka Chopra --[No Operation]--> Priyanka Chopra --[(INV) starred_actors]--> Gunday --[written_by]--> Ali Abbas Zafar
Neg LogProb(↓):   0.442009
Path Entropy(↓):  1.140545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie kuch kuch hota hai starred who
Start Entity:     Kuch Kuch Hota Hai
Gold Answer:      [['Rani Mukerji', 'Kajol']]
Predicted Ans:    Rani Mukerji
Predicted Path:   Kuch Kuch Hota Hai --[directed_by]--> Karan Johar --[(INV) directed_by]--> Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji
Path (Raw):       Kuch Kuch Hota Hai --[directed_by]--> Karan Johar --[(INV) directed_by]--> Kuch Kuch Hota Hai --[starred_actors]--> Rani Mukerji
Neg LogProb(↓):   0.103679
Path Entropy(↓):  0.335397
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor monique van de ven starred together with who
Start Entity:     Monique van de Ven
Gold Answer:      [['Marc van Uchelen', 'Huub Stapel', 'Rutger Hauer', 'Derek de Lint']]
Predicted Ans:    Rutger Hauer
Predicted Path:   Monique van de Ven --[(INV) starred_actors]--> Turkish Delight --[starred_actors]--> Rutger Hauer
Path (Raw):       Monique van de Ven --[No Operation]--> Monique van de Ven --[(INV) starred_actors]--> Turkish Delight --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.233017
Path Entropy(↓):  0.752929
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of glory to the filmmaker!
Start Entity:     Glory to the Filmmaker!
Gold Answer:      [["Takeshis'", 'Outrage', 'Kikujiro', 'Achilles and the Tortoise', 'Beyond Outrage', 'Getting Any?', 'Boiling Point', 'A Scene at the Sea', 'Sonatine', 'Brother', 'Dolls', 'Kids Return']]
Predicted Ans:    Outrage
Predicted Path:   Glory to the Filmmaker! --[written_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage
Path (Raw):       Glory to the Filmmaker! --[written_by]--> Takeshi Kitano --[(INV) directed_by]--> Outrage --[No Operation]--> Outrage
Neg LogProb(↓):   1.214211
Path Entropy(↓):  2.271108
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the undead director
Start Entity:     The Undead
Gold Answer:      [['Joyce Hooper Corrington', 'Nicholas Niciphor', 'Ulli Lommel', 'Charles Beaumont', 'Richard Matheson', 'John Sayles', 'Lou Rusoff', 'Charles B. Griffith', 'Claire Denis', 'John William Corrington', 'Ben Livingston', 'Hannah Shakespeare', 'Edgar Allan Poe', 'Jack Nicholson', 'Howard Browne', 'R. Wright Campbell', 'Robert Towne']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   The Undead --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[written_by]--> Edgar Allan Poe
Path (Raw):       The Undead --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Raven --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   1.393021
Path Entropy(↓):  2.089886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by stephanie beacham
Start Entity:     Stephanie Beacham
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Stephanie Beacham --[(INV) starred_actors]--> Dracula A.D. 1972 --[has_genre]--> Horror
Path (Raw):       Stephanie Beacham --[No Operation]--> Stephanie Beacham --[(INV) starred_actors]--> Dracula A.D. 1972 --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of natascha mcelhone acted films
Start Entity:     Natascha McElhone
Gold Answer:      [['1998', '1997', '1972', '2005', '2002']]
Predicted Ans:    1998
Predicted Path:   Natascha McElhone --[(INV) starred_actors]--> Ronin --[release_year]--> 1998
Path (Raw):       Natascha McElhone --[No Operation]--> Natascha McElhone --[(INV) starred_actors]--> Ronin --[release_year]--> 1998
Neg LogProb(↓):   0.730951
Path Entropy(↓):  1.301148
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of white elephant
Start Entity:     White Elephant
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   White Elephant --[written_by]--> Pablo Trapero --[(INV) written_by]--> 7 Days in Havana --[in_language]--> Spanish
Path (Raw):       White Elephant --[written_by]--> Pablo Trapero --[(INV) written_by]--> 7 Days in Havana --[in_language]--> Spanish
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the fourth kind
Start Entity:     The Fourth Kind
Gold Answer:      [['Will Patton', 'Milla Jovovich', 'Corey Johnson']]
Predicted Ans:    Wood Harris
Predicted Path:   The Fourth Kind --[starred_actors]--> Will Patton --[(INV) starred_actors]--> Remember the Titans --[starred_actors]--> Wood Harris
Path (Raw):       The Fourth Kind --[starred_actors]--> Will Patton --[(INV) starred_actors]--> Remember the Titans --[starred_actors]--> Wood Harris
Neg LogProb(↓):   0.438008
Path Entropy(↓):  1.109424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director john lasseter co - directed movies with who
Start Entity:     John Lasseter
Gold Answer:      [['Joe Ranft', 'Lee Unkrich', 'Brad Lewis', 'Ash Brannon', 'Andrew Stanton']]
Predicted Ans:    John Lasseter
Predicted Path:   John Lasseter --[(INV) directed_by]--> Toy Story 2 --[directed_by]--> John Lasseter
Path (Raw):       John Lasseter --[No Operation]--> John Lasseter --[(INV) directed_by]--> Toy Story 2 --[directed_by]--> John Lasseter
Neg LogProb(↓):   0.627501
Path Entropy(↓):  1.242778
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did jo van fleet star in
Start Entity:     Jo Van Fleet
Gold Answer:      [["I'll Cry Tomorrow", 'Wild River']]
Predicted Ans:    The Brothers Rico
Predicted Path:   Jo Van Fleet --[(INV) starred_actors]--> I'll Cry Tomorrow --[starred_actors]--> Richard Conte --[(INV) starred_actors]--> The Brothers Rico
Path (Raw):       Jo Van Fleet --[(INV) starred_actors]--> I'll Cry Tomorrow --[starred_actors]--> Richard Conte --[(INV) starred_actors]--> The Brothers Rico
Neg LogProb(↓):   0.560236
Path Entropy(↓):  1.106853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the film dragon hunters released
Start Entity:     Dragon Hunters
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Dragon Hunters --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Dragon Hunters --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.095568
Path Entropy(↓):  4.578217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of the crystal ball
Start Entity:     The Crystal Ball
Gold Answer:      [['Elliott Nugent']]
Predicted Ans:    Elliott Nugent
Predicted Path:   The Crystal Ball --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> Mr. Belvedere Goes to College --[directed_by]--> Elliott Nugent
Path (Raw):       The Crystal Ball --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> Mr. Belvedere Goes to College --[directed_by]--> Elliott Nugent
Neg LogProb(↓):   0.386189
Path Entropy(↓):  0.713245
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is winning streak
Start Entity:     Winning Streak
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Winning Streak --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Winning Streak --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.608041
Path Entropy(↓):  4.706201
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie nothing sacred starred who
Start Entity:     Nothing Sacred
Gold Answer:      [['Charles Winninger', 'Walter Connolly', 'Carole Lombard', 'Fredric March']]
Predicted Ans:    Carole Lombard
Predicted Path:   Nothing Sacred --[starred_actors]--> Carole Lombard --[(INV) starred_actors]--> True Confession --[starred_actors]--> Carole Lombard
Path (Raw):       Nothing Sacred --[starred_actors]--> Carole Lombard --[(INV) starred_actors]--> True Confession --[starred_actors]--> Carole Lombard
Neg LogProb(↓):   0.442071
Path Entropy(↓):  1.115270
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with daliah lavi
Start Entity:     Daliah Lavi
Gold Answer:      [['Dean Martin', 'Victor Buono', 'Stella Stevens']]
Predicted Ans:    Victor Buono
Predicted Path:   Daliah Lavi --[(INV) starred_actors]--> The Silencers --[starred_actors]--> Victor Buono
Path (Raw):       Daliah Lavi --[No Operation]--> Daliah Lavi --[(INV) starred_actors]--> The Silencers --[starred_actors]--> Victor Buono
Neg LogProb(↓):   0.321621
Path Entropy(↓):  0.608189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the armageddon director release
Start Entity:     Armageddon
Gold Answer:      [['1983', '1995', '1980', '2001', '2003', '2005', '1996', '2007']]
Predicted Ans:    2001
Predicted Path:   Armageddon --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[release_year]--> 2001
Path (Raw):       Armageddon --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[release_year]--> 2001
Neg LogProb(↓):   0.924311
Path Entropy(↓):  1.622917
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by caligula actors
Start Entity:     Caligula
Gold Answer:      [['David Grieco', 'Peter Glenville', 'Paul McGuigan', 'Allan Arkush', 'Tony Randel', 'Peter Greenaway', 'Steve Gordon', 'Jack Hofsiss', 'Robert Altman', 'David Lynch', 'Alain Resnais', 'Stanley Kubrick', 'Rob Zombie', 'Otto Preminger', 'Jack Gold', 'Nicholas Meyer', 'John Carpenter', 'Michael Winner', 'Bill Condon', 'Joseph Losey', 'Lindsay Anderson', 'John G. Avildsen', 'Alfred Hitchcock', 'Richard Lester', 'Jason Winer', 'Orson Welles', 'Lewis Gilbert', 'Joseph L. Mankiewicz', 'Humphrey Jennings']]
Predicted Ans:    John Carpenter
Predicted Path:   Caligula --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Halloween --[directed_by]--> John Carpenter
Path (Raw):       Caligula --[starred_actors]--> Malcolm McDowell --[(INV) starred_actors]--> Halloween --[directed_by]--> John Carpenter
Neg LogProb(↓):   1.087575
Path Entropy(↓):  1.902957
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by laurie aubanel were directed by who
Start Entity:     Laurie Aubanel
Gold Answer:      [['Jérôme Enrico']]
Predicted Ans:    Jérôme Enrico
Predicted Path:   Laurie Aubanel --[(INV) written_by]--> Paulette --[directed_by]--> Jérôme Enrico
Path (Raw):       Laurie Aubanel --[No Operation]--> Laurie Aubanel --[(INV) written_by]--> Paulette --[directed_by]--> Jérôme Enrico
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in undercurrent
Start Entity:     Undercurrent
Gold Answer:      [['Swedish', 'English', 'Italian', 'German']]
Predicted Ans:    Italian
Predicted Path:   Undercurrent --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Path (Raw):       Undercurrent --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Anzio --[in_language]--> Italian
Neg LogProb(↓):   0.288225
Path Entropy(↓):  0.630829
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by angelo pizzo
Start Entity:     Angelo Pizzo
Gold Answer:      [['Barbara Hershey', 'Sean Astin', 'Dennis Hopper', 'Gene Hackman', 'Ned Beatty']]
Predicted Ans:    Gene Hackman
Predicted Path:   Angelo Pizzo --[(INV) written_by]--> Hoosiers --[starred_actors]--> Gene Hackman
Path (Raw):       Angelo Pizzo --[No Operation]--> Angelo Pizzo --[(INV) written_by]--> Hoosiers --[starred_actors]--> Gene Hackman
Neg LogProb(↓):   0.666748
Path Entropy(↓):  1.120630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by jerome odlum
Start Entity:     Jerome Odlum
Gold Answer:      [['George Raft', 'James Cagney', 'George Bancroft', 'Paul Walker', 'John Ireland', 'Michelle Rodriguez', 'Dorothy Malone', 'Jordana Brewster', 'Vin Diesel']]
Predicted Ans:    Paul Walker
Predicted Path:   Jerome Odlum --[(INV) written_by]--> The Fast and the Furious --[starred_actors]--> Paul Walker
Path (Raw):       Jerome Odlum --[No Operation]--> Jerome Odlum --[(INV) written_by]--> The Fast and the Furious --[starred_actors]--> Paul Walker
Neg LogProb(↓):   0.286405
Path Entropy(↓):  0.723197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by patricia birch were in which genres
Start Entity:     Patricia Birch
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Patricia Birch --[(INV) directed_by]--> Grease 2 --[has_genre]--> Musical
Path (Raw):       Patricia Birch --[No Operation]--> Patricia Birch --[(INV) directed_by]--> Grease 2 --[has_genre]--> Musical
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie catch - 22 are written by who
Start Entity:     Catch-22
Gold Answer:      [['Elaine May', 'Garry Shandling', 'Kevin Wade', 'Mike Nichols', 'Ernest Lehman', 'Neil Simon', 'George Crile', 'Emma Thompson', 'Jean Poiret', 'Jim Harrison', 'Charles Webb', 'Margaret Edson', 'Calder Willingham', 'Wesley Strick', 'Alice Arlen', 'Buck Henry', 'Robert Merle', 'Francis Veber', 'Carrie Fisher', 'Patrick Marber', 'Nora Ephron', 'Aaron Sorkin', 'Jules Feiffer', 'Joe Klein']]
Predicted Ans:    Ernest Lehman
Predicted Path:   Catch-22 --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Path (Raw):       Catch-22 --[directed_by]--> Mike Nichols --[(INV) directed_by]--> Who's Afraid of Virginia Woolf? --[written_by]--> Ernest Lehman
Neg LogProb(↓):   0.517456
Path Entropy(↓):  1.400014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in private hell 36 also appears in which films
Start Entity:     Private Hell 36
Gold Answer:      [['They Drive by Night', 'The Man I Love', 'The Bigamist', 'Monster in the Closet', 'While the City Sleeps', 'Il Grido', "Boys' Night Out", 'Ladies in Retirement', "The Devil's Rain", 'The Big Knife', 'Road House', 'The Sea Wolf', 'On Dangerous Ground', 'Storm Warning', 'Out of the Fog', 'Lust for Gold', 'Moontide', 'The Lone Wolf Spy Hunt', 'The Kid from Brooklyn', 'Escape Me Never', 'High Sierra', 'Junior Bonner', 'The Deadly Companions']]
Predicted Ans:    Il Grido
Predicted Path:   Private Hell 36 --[starred_actors]--> Steve Cochran --[(INV) starred_actors]--> Il Grido
Path (Raw):       Private Hell 36 --[starred_actors]--> Steve Cochran --[No Operation]--> Steve Cochran --[(INV) starred_actors]--> Il Grido
Neg LogProb(↓):   0.971299
Path Entropy(↓):  0.672035
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of schindler's list also starred in which films
Start Entity:     Schindler's List
Gold Answer:      [['Gandhi', 'Rob Roy', 'The Prince of Egypt', 'Kinsey', 'The Triumph of Love', 'Ruby Cairo', 'Species', 'The Avengers', 'Fifty Dead Men Walking', 'Before and After', 'The Last Legion', 'Sexy Beast', 'Darkman', 'The Wackness', 'Taken 3', 'The End of the Affair', 'The Dead Pool', "Pascali's Island", 'The Constant Gardener', 'Chromophobia', 'The Grey', 'Transsiberian', 'Nell', 'Run All Night', 'Great Expectations', 'Spider', 'Onegin', 'Shining Through', 'Bugsy', 'The A-Team', 'Taken 2', 'The Grand Budapest Hotel', 'Maid in Manhattan', 'Without a Clue', 'A Million Ways to Die in the West', 'Harem', 'The Other Man', 'The Assignment', 'Coriolanus', 'Skyfall', 'Red Dragon', 'Michael Collins', 'Sunshine', 'A Common Man', 'Suspect', 'Oscar and Lucinda', 'Alice in Wonderland', 'Gun Shy', 'Batman Begins', 'Next of Kin', 'Strange Days', 'Coral Reef Adventure', 'Land of the Blind', 'Death and the Maiden', 'Wrath of the Titans', 'The Baby of Mâcon', 'House of Sand and Fog', 'The Good Mother', 'The Reader', 'The Nut Job', 'The Haunting', 'A Walk Among the Tombstones', 'Non-Stop', 'Suspect Zero', 'Unknown', 'Elegy', 'Satisfaction', 'The Confession', 'The Boxtrolls', 'Ethan Frome', 'After.Life', 'You Kill Me', 'Searching for Bobby Fischer', 'Leap of Faith', 'Third Person', 'Under Suspicion', 'Chloe', 'Turtle Diary', 'Hugo', 'Seraphim Falls', 'Taken', 'Quiz Show']]
Predicted Ans:    Schindler's List
Predicted Path:   Schindler's List --[starred_actors]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List
Path (Raw):       Schindler's List --[starred_actors]--> Liam Neeson --[No Operation]--> Liam Neeson --[(INV) starred_actors]--> Schindler's List
Neg LogProb(↓):   1.614009
Path Entropy(↓):  2.823300
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed 21 grams
Start Entity:     21 Grams
Gold Answer:      [['2006', '2010']]
Predicted Ans:    2003
Predicted Path:   21 Grams --[directed_by]--> Alejandro González Iñárritu --[(INV) directed_by]--> 21 Grams --[release_year]--> 2003
Path (Raw):       21 Grams --[directed_by]--> Alejandro González Iñárritu --[(INV) directed_by]--> 21 Grams --[release_year]--> 2003
Neg LogProb(↓):   0.638973
Path Entropy(↓):  1.007286
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share directors with the film walker were in which genres
Start Entity:     Walker
Gold Answer:      [['Western', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Walker --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[has_genre]--> Comedy
Path (Raw):       Walker --[directed_by]--> Alex Cox --[(INV) directed_by]--> Repo Man --[has_genre]--> Comedy
Neg LogProb(↓):   0.024224
Path Entropy(↓):  0.114155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer richard beattie
Start Entity:     Richard Beattie
Gold Answer:      [['Danny Trejo', 'Steven Seagal']]
Predicted Ans:    Steven Seagal
Predicted Path:   Richard Beattie --[(INV) written_by]--> Force of Execution --[starred_actors]--> Steven Seagal
Path (Raw):       Richard Beattie --[No Operation]--> Richard Beattie --[(INV) written_by]--> Force of Execution --[starred_actors]--> Steven Seagal
Neg LogProb(↓):   0.000637
Path Entropy(↓):  0.005326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by victoria foyt
Start Entity:     Victoria Foyt
Gold Answer:      [['Ezra D. Rappaport', 'Henry Jaglom']]
Predicted Ans:    Henry Jaglom
Predicted Path:   Victoria Foyt --[(INV) written_by]--> Last Summer in the Hamptons --[written_by]--> Henry Jaglom
Path (Raw):       Victoria Foyt --[No Operation]--> Victoria Foyt --[(INV) written_by]--> Last Summer in the Hamptons --[written_by]--> Henry Jaglom
Neg LogProb(↓):   0.056079
Path Entropy(↓):  0.228682
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was splash released
Start Entity:     Splash
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Splash --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Splash --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   1.581231
Path Entropy(↓):  2.914735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote hell
Start Entity:     Hell
Gold Answer:      [['Drama']]
Predicted Ans:    1988
Predicted Path:   Hell --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Killing --[release_year]--> 1988
Path (Raw):       Hell --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> A Short Film About Killing --[release_year]--> 1988
Neg LogProb(↓):   0.095975
Path Entropy(↓):  0.431239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies written by ron barrett
Start Entity:     Ron Barrett
Gold Answer:      [['Anna Faris', 'Bill Hader', 'Andy Samberg', 'Will Forte', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Ron Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan
Path (Raw):       Ron Barrett --[No Operation]--> Ron Barrett --[(INV) written_by]--> Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan
Neg LogProb(↓):   0.826093
Path Entropy(↓):  1.104901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by courtney love were written by who
Start Entity:     Courtney Love
Gold Answer:      [['Scott Alexander', 'Larry Karaszewski', 'Alex Cox', 'Bob Gosse', 'Wendy Hammond', 'Greg Iles', 'Dick Rude']]
Predicted Ans:    Wendy Hammond
Predicted Path:   Courtney Love --[(INV) starred_actors]--> Julie Johnson --[written_by]--> Wendy Hammond
Path (Raw):       Courtney Love --[No Operation]--> Courtney Love --[(INV) starred_actors]--> Julie Johnson --[written_by]--> Wendy Hammond
Neg LogProb(↓):   0.173319
Path Entropy(↓):  0.558828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by john requa
Start Entity:     John Requa
Gold Answer:      [['William H. Macy', 'David Paymer', 'Margot Robbie', 'Will Smith', 'Meat Loaf', 'Ewan McGregor', 'Jim Carrey', 'Laura Dern']]
Predicted Ans:    William H. Macy
Predicted Path:   John Requa --[(INV) written_by]--> Focus --[starred_actors]--> William H. Macy
Path (Raw):       John Requa --[No Operation]--> John Requa --[(INV) written_by]--> Focus --[starred_actors]--> William H. Macy
Neg LogProb(↓):   0.001587
Path Entropy(↓):  0.012621
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was james sallis a writer on
Start Entity:     James Sallis
Gold Answer:      [['Drive']]
Predicted Ans:    Drive
Predicted Path:   James Sallis --[(INV) written_by]--> Drive --[written_by]--> James Sallis --[(INV) written_by]--> Drive
Path (Raw):       James Sallis --[(INV) written_by]--> Drive --[written_by]--> James Sallis --[(INV) written_by]--> Drive
Neg LogProb(↓):   0.004270
Path Entropy(↓):  0.027507
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie the object of my affection
Start Entity:     The Object of My Affection
Gold Answer:      [['1996', '2006', '2000', '1994']]
Predicted Ans:    2000
Predicted Path:   The Object of My Affection --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> Center Stage --[release_year]--> 2000
Path (Raw):       The Object of My Affection --[directed_by]--> Nicholas Hytner --[(INV) directed_by]--> Center Stage --[release_year]--> 2000
Neg LogProb(↓):   0.731493
Path Entropy(↓):  0.983942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of l'avventura
Start Entity:     L'Avventura
Gold Answer:      [['Nick the Sting', 'The Four Days of Naples', 'Red Desert', 'La Notte', "L'Eclisse"]]
Predicted Ans:    La Notte
Predicted Path:   L'Avventura --[starred_actors]--> Monica Vitti --[(INV) starred_actors]--> La Notte
Path (Raw):       L'Avventura --[starred_actors]--> Monica Vitti --[No Operation]--> Monica Vitti --[(INV) starred_actors]--> La Notte
Neg LogProb(↓):   0.917521
Path Entropy(↓):  1.192471
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the devil rides out are written by who
Start Entity:     The Devil Rides Out
Gold Answer:      [['Dudley Moore', 'Jimmy Sangster', 'Peter Cook', 'Mary Shelley', 'Arthur Conan Doyle', 'Barré Lyndon', 'Terence Fisher', 'Stephen Sommers']]
Predicted Ans:    Mary Shelley
Predicted Path:   The Devil Rides Out --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Curse of Frankenstein --[written_by]--> Mary Shelley
Path (Raw):       The Devil Rides Out --[directed_by]--> Terence Fisher --[(INV) directed_by]--> The Curse of Frankenstein --[written_by]--> Mary Shelley
Neg LogProb(↓):   0.251133
Path Entropy(↓):  0.731830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by jeb stuart were released in which years
Start Entity:     Jeb Stuart
Gold Answer:      [['1997', '2010']]
Predicted Ans:    1997
Predicted Path:   Jeb Stuart --[(INV) directed_by]--> Switchback --[release_year]--> 1997
Path (Raw):       Jeb Stuart --[No Operation]--> Jeb Stuart --[(INV) directed_by]--> Switchback --[release_year]--> 1997
Neg LogProb(↓):   0.003609
Path Entropy(↓):  0.023865
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did katie dippold write
Start Entity:     Katie Dippold
Gold Answer:      [['The Heat']]
Predicted Ans:    The Heat
Predicted Path:   Katie Dippold --[(INV) written_by]--> The Heat --[written_by]--> Katie Dippold --[(INV) written_by]--> The Heat
Path (Raw):       Katie Dippold --[(INV) written_by]--> The Heat --[written_by]--> Katie Dippold --[(INV) written_by]--> The Heat
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was showdown in little tokyo released
Start Entity:     Showdown in Little Tokyo
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Showdown in Little Tokyo --[release_year]--> 1991 --[(INV) release_year]--> Cool as Ice --[release_year]--> 1991
Path (Raw):       Showdown in Little Tokyo --[release_year]--> 1991 --[(INV) release_year]--> Cool as Ice --[release_year]--> 1991
Neg LogProb(↓):   2.794795
Path Entropy(↓):  3.979014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie the purple rose of cairo
Start Entity:     The Purple Rose of Cairo
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   The Purple Rose of Cairo --[directed_by]--> Woody Allen --[(INV) directed_by]--> Mighty Aphrodite --[written_by]--> Woody Allen
Path (Raw):       The Purple Rose of Cairo --[directed_by]--> Woody Allen --[(INV) directed_by]--> Mighty Aphrodite --[written_by]--> Woody Allen
Neg LogProb(↓):   1.650705
Path Entropy(↓):  2.510938
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie canyon passage
Start Entity:     Canyon Passage
Gold Answer:      [['Jacques Tourneur']]
Predicted Ans:    Jacques Tourneur
Predicted Path:   Canyon Passage --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[directed_by]--> Jacques Tourneur
Path (Raw):       Canyon Passage --[directed_by]--> Jacques Tourneur --[(INV) directed_by]--> Berlin Express --[directed_by]--> Jacques Tourneur
Neg LogProb(↓):   0.023319
Path Entropy(↓):  0.124898
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for free samples
Start Entity:     Free Samples
Gold Answer:      [['Jay Gammill']]
Predicted Ans:    Jay Gammill
Predicted Path:   Free Samples --[directed_by]--> Jay Gammill --[(INV) directed_by]--> Free Samples --[directed_by]--> Jay Gammill
Path (Raw):       Free Samples --[directed_by]--> Jay Gammill --[(INV) directed_by]--> Free Samples --[directed_by]--> Jay Gammill
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed reunion in france
Start Entity:     Reunion in France
Gold Answer:      [['Gerald Kersh', 'Eric Ambler', 'Auguste Le Breton', 'Richard Price', 'Oscar Wilde', 'Margarita Lymberaki', 'Richard Brooks', 'Monja Danischewsky', 'Isobel Lennart', 'Jules Dassin', 'Malvin Wald']]
Predicted Ans:    Jules Dassin
Predicted Path:   Reunion in France --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Never on Sunday --[written_by]--> Jules Dassin
Path (Raw):       Reunion in France --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Never on Sunday --[written_by]--> Jules Dassin
Neg LogProb(↓):   0.418210
Path Entropy(↓):  1.130404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by michael madsen fall under
Start Entity:     Michael Madsen
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Path (Raw):       Michael Madsen --[No Operation]--> Michael Madsen --[(INV) starred_actors]--> Boarding Gate --[has_genre]--> Thriller
Neg LogProb(↓):   0.289744
Path Entropy(↓):  0.719870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
I was a communist for the fbi, when was it released
Start Entity:     I Was a Communist for the FBI
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   I Was a Communist for the FBI --[written_by]--> Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI --[release_year]--> 1951
Path (Raw):       I Was a Communist for the FBI --[written_by]--> Matt Cvetic --[(INV) written_by]--> I Was a Communist for the FBI --[release_year]--> 1951
Neg LogProb(↓):   1.800713
Path Entropy(↓):  0.448162
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of time of favor also directed which films
Start Entity:     Time of Favor
Gold Answer:      [['Beaufort', 'Footnote']]
Predicted Ans:    Time of Favor
Predicted Path:   Time of Favor --[directed_by]--> Joseph Cedar --[(INV) directed_by]--> Time of Favor
Path (Raw):       Time of Favor --[directed_by]--> Joseph Cedar --[(INV) directed_by]--> Time of Favor --[No Operation]--> Time of Favor
Neg LogProb(↓):   0.142118
Path Entropy(↓):  0.521076
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by daren kagasoff
Start Entity:     Daren Kagasoff
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Daren Kagasoff --[(INV) starred_actors]--> Ouija --[has_genre]--> Horror
Path (Raw):       Daren Kagasoff --[No Operation]--> Daren Kagasoff --[(INV) starred_actors]--> Ouija --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film mr. majestyk
Start Entity:     Mr. Majestyk
Gold Answer:      [['Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   Mr. Majestyk --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Mr. Majestyk --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   2.114583
Path Entropy(↓):  3.754494
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with firepower fall under
Start Entity:     Firepower
Gold Answer:      [['Western', 'Drama', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Firepower --[directed_by]--> Michael Winner --[(INV) directed_by]--> Firepower --[has_genre]--> Thriller
Path (Raw):       Firepower --[directed_by]--> Michael Winner --[(INV) directed_by]--> Firepower --[has_genre]--> Thriller
Neg LogProb(↓):   0.106260
Path Entropy(↓):  0.430922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the music of chance in
Start Entity:     The Music of Chance
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   The Music of Chance --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Path (Raw):       The Music of Chance --[starred_actors]--> James Spader --[(INV) starred_actors]--> Crash --[in_language]--> Persian
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000781
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by rebecca gayheart
Start Entity:     Rebecca Gayheart
Gold Answer:      [['1998', '1999']]
Predicted Ans:    1999
Predicted Path:   Rebecca Gayheart --[(INV) starred_actors]--> Jawbreaker --[release_year]--> 1999
Path (Raw):       Rebecca Gayheart --[No Operation]--> Rebecca Gayheart --[(INV) starred_actors]--> Jawbreaker --[release_year]--> 1999
Neg LogProb(↓):   0.049647
Path Entropy(↓):  0.193879
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter barrie wexler wrote films together with who
Start Entity:     Barrie Wexler
Gold Answer:      [['Stephen Vizinczey', 'Paul Gottlieb']]
Predicted Ans:    Barrie Wexler
Predicted Path:   Barrie Wexler --[(INV) written_by]--> In Praise of Older Women --[written_by]--> Barrie Wexler
Path (Raw):       Barrie Wexler --[No Operation]--> Barrie Wexler --[(INV) written_by]--> In Praise of Older Women --[written_by]--> Barrie Wexler
Neg LogProb(↓):   0.009444
Path Entropy(↓):  0.055567
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies release whose directors also directed jab we met
Start Entity:     Jab We Met
Gold Answer:      [['2014']]
Predicted Ans:    2007
Predicted Path:   Jab We Met --[directed_by]--> Imtiaz Ali --[(INV) directed_by]--> Jab We Met --[release_year]--> 2007
Path (Raw):       Jab We Met --[directed_by]--> Imtiaz Ali --[(INV) directed_by]--> Jab We Met --[release_year]--> 2007
Neg LogProb(↓):   0.167202
Path Entropy(↓):  0.429540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the films directed by the director of the lonely passion of judith hearne
Start Entity:     The Lonely Passion of Judith Hearne
Gold Answer:      [['Bruce Dern', 'Alan Ladd', 'Karen Black', 'Michael Redgrave', 'Macdonald Carey', 'Robert Redford', 'Jason Robards', 'Anne Bancroft', 'Simone Signoret', 'Betty Field', 'Mia Farrow', 'Diane Ladd', 'Ruth Hussey', 'Jonathan Pryce', 'Laurence Harvey', 'Megs Jenkins', 'Deborah Kerr', 'Peter Finch', 'Donald Wolfit', 'Heather Sears']]
Predicted Ans:    Mia Farrow
Predicted Path:   The Lonely Passion of Judith Hearne --[directed_by]--> Jack Clayton --[(INV) directed_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Path (Raw):       The Lonely Passion of Judith Hearne --[directed_by]--> Jack Clayton --[(INV) directed_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.464904
Path Entropy(↓):  1.197845
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie fahrenheit 9 / 11
Start Entity:     Fahrenheit 9/11
Gold Answer:      [['1995', '2002', '2007']]
Predicted Ans:    2007
Predicted Path:   Fahrenheit 9/11 --[directed_by]--> Michael Moore --[(INV) directed_by]--> Sicko --[release_year]--> 2007
Path (Raw):       Fahrenheit 9/11 --[directed_by]--> Michael Moore --[(INV) directed_by]--> Sicko --[release_year]--> 2007
Neg LogProb(↓):   0.015776
Path Entropy(↓):  0.101700
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by martha hyer
Start Entity:     Martha Hyer
Gold Answer:      [['Stuart Millar']]
Predicted Ans:    Stuart Millar
Predicted Path:   Martha Hyer --[(INV) written_by]--> Rooster Cogburn --[directed_by]--> Stuart Millar
Path (Raw):       Martha Hyer --[No Operation]--> Martha Hyer --[(INV) written_by]--> Rooster Cogburn --[directed_by]--> Stuart Millar
Neg LogProb(↓):   0.140698
Path Entropy(↓):  0.398033
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by dan ireland
Start Entity:     Dan Ireland
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Dan Ireland --[(INV) directed_by]--> Passionada --[has_genre]--> Comedy
Path (Raw):       Dan Ireland --[No Operation]--> Dan Ireland --[(INV) directed_by]--> Passionada --[has_genre]--> Comedy
Neg LogProb(↓):   0.012512
Path Entropy(↓):  0.067548
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film the great debaters
Start Entity:     The Great Debaters
Gold Answer:      [['Brett Leonard', 'Edward Zwick', 'Denzel Washington', 'Daniel Espinosa', 'Spike Lee', 'Jonathan Demme', 'Tony Scott', 'Antoine Fuqua', 'John Ford', 'Penny Marshall', 'Boaz Yakin', 'David Carson', 'Ridley Scott', 'Russell Mulcahy', 'Phillip Noyce', 'Mira Nair', 'Gregory Hoblit', 'Robert Zemeckis', 'Baltasar Kormákur', 'Eric Steven Stahl', 'Norman Jewison', 'Carl Franklin', 'Alan J. Pakula', 'Nick Cassavetes']]
Predicted Ans:    Spike Lee
Predicted Path:   The Great Debaters --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Path (Raw):       The Great Debaters --[starred_actors]--> Denzel Washington --[(INV) starred_actors]--> Inside Man --[directed_by]--> Spike Lee
Neg LogProb(↓):   0.477496
Path Entropy(↓):  1.416506
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in les mistons
Start Entity:     Les Mistons
Gold Answer:      [['Eric Lartigau', 'Gérard Blain', 'Glenn Gaylord']]
Predicted Ans:    Eric Lartigau
Predicted Path:   Les Mistons --[starred_actors]--> Bernadette Lafont --[(INV) starred_actors]--> I Do --[directed_by]--> Eric Lartigau
Path (Raw):       Les Mistons --[starred_actors]--> Bernadette Lafont --[(INV) starred_actors]--> I Do --[directed_by]--> Eric Lartigau
Neg LogProb(↓):   0.093103
Path Entropy(↓):  0.346064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie hot rod
Start Entity:     Hot Rod
Gold Answer:      [['Seth Rogen', 'Evan Goldberg', 'Jared Stern']]
Predicted Ans:    Pam Brady
Predicted Path:   Hot Rod --[directed_by]--> Akiva Schaffer --[(INV) directed_by]--> Hot Rod --[written_by]--> Pam Brady
Path (Raw):       Hot Rod --[directed_by]--> Akiva Schaffer --[(INV) directed_by]--> Hot Rod --[written_by]--> Pam Brady
Neg LogProb(↓):   0.018946
Path Entropy(↓):  0.094113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films directed by abel ferrara were in which genres
Start Entity:     Abel Ferrara
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Abel Ferrara --[(INV) directed_by]--> Welcome to New York --[has_genre]--> Drama
Path (Raw):       Abel Ferrara --[No Operation]--> Abel Ferrara --[(INV) directed_by]--> Welcome to New York --[has_genre]--> Drama
Neg LogProb(↓):   0.149864
Path Entropy(↓):  0.535764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the sucker
Start Entity:     The Sucker
Gold Answer:      [['1969', '1996', '1971']]
Predicted Ans:    1965
Predicted Path:   The Sucker --[written_by]--> Gérard Oury --[(INV) written_by]--> The Sucker --[release_year]--> 1965
Path (Raw):       The Sucker --[written_by]--> Gérard Oury --[(INV) written_by]--> The Sucker --[release_year]--> 1965
Neg LogProb(↓):   0.070569
Path Entropy(↓):  0.296392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by jason james richter in
Start Entity:     Jason James Richter
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Jason James Richter --[(INV) starred_actors]--> Free Willy --[has_genre]--> Drama
Path (Raw):       Jason James Richter --[No Operation]--> Jason James Richter --[(INV) starred_actors]--> Free Willy --[has_genre]--> Drama
Neg LogProb(↓):   0.000680
Path Entropy(↓):  0.005639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the dark mirror
Start Entity:     The Dark Mirror
Gold Answer:      [['Lew Ayres', 'Olivia de Havilland']]
Predicted Ans:    Lew Ayres
Predicted Path:   The Dark Mirror --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> Donovan's Brain --[starred_actors]--> Lew Ayres
Path (Raw):       The Dark Mirror --[starred_actors]--> Lew Ayres --[(INV) starred_actors]--> Donovan's Brain --[starred_actors]--> Lew Ayres
Neg LogProb(↓):   0.108747
Path Entropy(↓):  0.359847
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie cocktail were in which languages
Start Entity:     Cocktail
Gold Answer:      [['English', 'Chinese', 'Spanish', 'German']]
Predicted Ans:    Spanish
Predicted Path:   Cocktail --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[in_language]--> Spanish
Path (Raw):       Cocktail --[starred_actors]--> Tom Cruise --[(INV) starred_actors]--> Vanilla Sky --[in_language]--> Spanish
Neg LogProb(↓):   0.588101
Path Entropy(↓):  0.906178
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film leadbelly starred which actors
Start Entity:     Leadbelly
Gold Answer:      [['Roger E. Mosley']]
Predicted Ans:    Roger E. Mosley
Predicted Path:   Leadbelly --[starred_actors]--> Roger E. Mosley --[(INV) starred_actors]--> Leadbelly --[starred_actors]--> Roger E. Mosley
Path (Raw):       Leadbelly --[starred_actors]--> Roger E. Mosley --[(INV) starred_actors]--> Leadbelly --[starred_actors]--> Roger E. Mosley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by nigel patrick
Start Entity:     Nigel Patrick
Gold Answer:      [['Ken Hughes', 'Basil Dearden', 'Albert Lewin']]
Predicted Ans:    Ken Hughes
Predicted Path:   Nigel Patrick --[(INV) starred_actors]--> The Trials of Oscar Wilde --[directed_by]--> Ken Hughes
Path (Raw):       Nigel Patrick --[No Operation]--> Nigel Patrick --[(INV) starred_actors]--> The Trials of Oscar Wilde --[directed_by]--> Ken Hughes
Neg LogProb(↓):   0.345225
Path Entropy(↓):  0.622330
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by adam garcia
Start Entity:     Adam Garcia
Gold Answer:      [['Po Bronson', 'Gail Parent', 'Dyan Sheldon', 'Gina Wendkos']]
Predicted Ans:    Gail Parent
Predicted Path:   Adam Garcia --[(INV) starred_actors]--> Confessions of a Teenage Drama Queen --[written_by]--> Gail Parent
Path (Raw):       Adam Garcia --[No Operation]--> Adam Garcia --[(INV) starred_actors]--> Confessions of a Teenage Drama Queen --[written_by]--> Gail Parent
Neg LogProb(↓):   0.932714
Path Entropy(↓):  1.096503
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for fritz the cat
Start Entity:     Fritz the Cat
Gold Answer:      [['Ralph Bakshi', 'Robert Crumb']]
Predicted Ans:    Ralph Bakshi
Predicted Path:   Fritz the Cat --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[written_by]--> Ralph Bakshi
Path (Raw):       Fritz the Cat --[written_by]--> Ralph Bakshi --[(INV) written_by]--> Coonskin --[written_by]--> Ralph Bakshi
Neg LogProb(↓):   0.589177
Path Entropy(↓):  1.168050
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the croods
Start Entity:     The Croods
Gold Answer:      [['Gerard Butler', 'Craig Ferguson', 'America Ferrera', 'Jay Baruchel']]
Predicted Ans:    America Ferrera
Predicted Path:   The Croods --[directed_by]--> Chris Sanders --[(INV) directed_by]--> How to Train Your Dragon --[starred_actors]--> America Ferrera
Path (Raw):       The Croods --[directed_by]--> Chris Sanders --[(INV) directed_by]--> How to Train Your Dragon --[starred_actors]--> America Ferrera
Neg LogProb(↓):   0.131579
Path Entropy(↓):  0.429989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie my favorite season
Start Entity:     My Favorite Season
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1936', '2006', '1967', '1977', '1968', '1998', '2009', '2010', '2004', '1983', '1995', '2001', '1940', '1996', '2002', '2011', '1986', '2013', '2000', '1964', '1997', '1975', '1965', '1999', '1969']]
Predicted Ans:    1993
Predicted Path:   My Favorite Season --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> My Favorite Season --[release_year]--> 1993
Path (Raw):       My Favorite Season --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> My Favorite Season --[release_year]--> 1993
Neg LogProb(↓):   1.576505
Path Entropy(↓):  2.489540
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed one fine day
Start Entity:     One Fine Day
Gold Answer:      [['Stanley Tucci', 'Sally Field', 'Vincent Friell', 'Joe Mullaney', 'Meg Ryan', 'Michelle Monaghan', 'Michael Caine', 'Herbert Lom', 'Dick Powell', 'Michelle Pfeiffer', 'Cathy Moriarty', 'Christopher Plummer', 'Rupert Everett', 'Ned Beatty', 'Kiefer Sutherland', 'James Marsden', 'Shirley MacLaine', 'Alan Rickman', 'Matt Damon', 'Barbara Jefford', 'Derek Godfrey', 'Colin Firth', 'Ian Hunter', 'Kevin Kline', 'Michael Keaton', 'Tom Courtenay', 'Helen Mirren']]
Predicted Ans:    Kevin Kline
Predicted Path:   One Fine Day --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> The Emperor's Club --[starred_actors]--> Kevin Kline
Path (Raw):       One Fine Day --[directed_by]--> Michael Hoffman --[(INV) directed_by]--> The Emperor's Club --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.092199
Path Entropy(↓):  0.358595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed battle for the planet of the apes
Start Entity:     Battle for the Planet of the Apes
Gold Answer:      [['1959', '1985', '1974', '1984', '1963', '2004', '1983', '1976', '1972', '1981', '1961', '1955', '1986', '1962', '1988', '1964', '1975', '1966', '1950', '1991', '1969', '1937', '1958']]
Predicted Ans:    1986
Predicted Path:   Battle for the Planet of the Apes --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> Firewalker --[release_year]--> 1986
Path (Raw):       Battle for the Planet of the Apes --[directed_by]--> J. Lee Thompson --[(INV) directed_by]--> Firewalker --[release_year]--> 1986
Neg LogProb(↓):   1.291295
Path Entropy(↓):  2.127749
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed ethel
Start Entity:     Ethel
Gold Answer:      [['Rory Kennedy']]
Predicted Ans:    Rory Kennedy
Predicted Path:   Ethel --[directed_by]--> Rory Kennedy --[(INV) directed_by]--> Ethel --[directed_by]--> Rory Kennedy
Path (Raw):       Ethel --[directed_by]--> Rory Kennedy --[(INV) directed_by]--> Ethel --[directed_by]--> Rory Kennedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by shia labeouf
Start Entity:     Shia LaBeouf
Gold Answer:      [['Family', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Shia LaBeouf --[(INV) starred_actors]--> A Guide to Recognizing Your Saints --[has_genre]--> Drama
Path (Raw):       Shia LaBeouf --[No Operation]--> Shia LaBeouf --[(INV) starred_actors]--> A Guide to Recognizing Your Saints --[has_genre]--> Drama
Neg LogProb(↓):   0.371470
Path Entropy(↓):  0.900762
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie the long, long trailer in a few words
Start Entity:     The Long, Long Trailer
Gold Answer:      [['vincente minnelli']]
Predicted Ans:    vincente minnelli
Predicted Path:   The Long, Long Trailer --[has_tags]--> vincente minnelli --[(INV) has_tags]--> Bells Are Ringing --[has_tags]--> vincente minnelli
Path (Raw):       The Long, Long Trailer --[has_tags]--> vincente minnelli --[(INV) has_tags]--> Bells Are Ringing --[has_tags]--> vincente minnelli
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jean seberg is a co - star of who
Start Entity:     Jean Seberg
Gold Answer:      [['Sean Connery', 'Joanne Woodward', "Patrick O'Neal", 'David Niven', 'Warren Beatty', 'Mylène Demongeot', 'Clint Eastwood', 'Deborah Kerr', 'Kim Hunter', 'Lee Marvin', 'Peter Fonda', 'Peter Sellers']]
Predicted Ans:    Sean Connery
Predicted Path:   Jean Seberg --[(INV) starred_actors]--> A Fine Madness --[starred_actors]--> Sean Connery
Path (Raw):       Jean Seberg --[No Operation]--> Jean Seberg --[(INV) starred_actors]--> A Fine Madness --[starred_actors]--> Sean Connery
Neg LogProb(↓):   1.068763
Path Entropy(↓):  1.124417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film paint your wagon were in which genres
Start Entity:     Paint Your Wagon
Gold Answer:      [['Drama', 'Musical', 'War', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Paint Your Wagon --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Fanny --[has_genre]--> Drama
Path (Raw):       Paint Your Wagon --[directed_by]--> Joshua Logan --[(INV) directed_by]--> Fanny --[has_genre]--> Drama
Neg LogProb(↓):   0.710583
Path Entropy(↓):  0.787640
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the body snatcher were in which languages
Start Entity:     The Body Snatcher
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Path (Raw):       The Body Snatcher --[directed_by]--> Robert Wise --[(INV) directed_by]--> The Sound of Music --[in_language]--> German
Neg LogProb(↓):   0.000498
Path Entropy(↓):  0.004678
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of rumor has it...
Start Entity:     Rumor Has It...
Gold Answer:      [['Bruce Willis', 'Tom Cruise', 'Meg Ryan', 'Annette Bening', 'Jack Nicholson', 'John Cusack', 'James Woods', 'James Caan', 'Diane Keaton', 'Virginia Madsen', 'Alec Baldwin', 'Michelle Pfeiffer', 'Demi Moore', 'Martin Sheen', 'Anthony Edwards', 'Rebecca De Mornay', 'Madeline Carroll', 'Callan McAuliffe', 'Michael Douglas', 'Whoopi Goldberg', 'Daphne Zuniga', 'Kathy Bates', 'Billy Crystal', 'Michael J. Fox', 'Frances Sternhagen', 'Richard Farnsworth', 'Jason Alexander', 'Morgan Freeman', 'Elijah Wood', 'Kevin Bacon', 'Sterling Jerins']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   Rumor Has It... --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Path (Raw):       Rumor Has It... --[directed_by]--> Rob Reiner --[(INV) directed_by]--> Rumor Has It... --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   1.284824
Path Entropy(↓):  2.617115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred movies for the writer paul lazar
Start Entity:     Paul Lazar
Gold Answer:      [['Linas Phillips', 'Jim Fletcher']]
Predicted Ans:    Jim Fletcher
Predicted Path:   Paul Lazar --[(INV) written_by]--> Bass Ackwards --[starred_actors]--> Jim Fletcher
Path (Raw):       Paul Lazar --[No Operation]--> Paul Lazar --[(INV) written_by]--> Bass Ackwards --[starred_actors]--> Jim Fletcher
Neg LogProb(↓):   0.001840
Path Entropy(↓):  0.013414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie pink flamingos are written by who
Start Entity:     Pink Flamingos
Gold Answer:      [['Thomas Meehan', "Mark O'Donnell", 'Leslie Dixon', 'John Waters']]
Predicted Ans:    Mark O'Donnell
Predicted Path:   Pink Flamingos --[starred_actors]--> Divine --[(INV) starred_actors]--> Hairspray --[written_by]--> Mark O'Donnell
Path (Raw):       Pink Flamingos --[starred_actors]--> Divine --[(INV) starred_actors]--> Hairspray --[written_by]--> Mark O'Donnell
Neg LogProb(↓):   0.342618
Path Entropy(↓):  0.849294
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by mary rodgers release
Start Entity:     Mary Rodgers
Gold Answer:      [['1976', '2003']]
Predicted Ans:    1976
Predicted Path:   Mary Rodgers --[(INV) written_by]--> Freaky Friday --[release_year]--> 1976
Path (Raw):       Mary Rodgers --[No Operation]--> Mary Rodgers --[(INV) written_by]--> Freaky Friday --[release_year]--> 1976
Neg LogProb(↓):   1.023831
Path Entropy(↓):  1.287576
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the rock were released in which years
Start Entity:     The Rock
Gold Answer:      [['1983', '1995', '1980', '1998', '2001', '2003', '2005', '2007']]
Predicted Ans:    2001
Predicted Path:   The Rock --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[release_year]--> 2001
Path (Raw):       The Rock --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[release_year]--> 2001
Neg LogProb(↓):   0.269436
Path Entropy(↓):  0.746191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in source code
Start Entity:     Source Code
Gold Answer:      [['Peter Farrelly', 'Robert Graysmith', 'José Saramago', 'Rebecca Miller', 'Greg Pritikin', 'James Mottern', 'David Auburn', 'J. Mills Goodloe', 'Annie Proulx', 'Richard Kelly', 'James Vanderbilt', 'Larry McMurtry', 'Jerry LaMothe', 'Neil Simon', 'Brett Halliday', 'Roland Emmerich', 'Nicholas Sparks', 'Will Fetters', 'Leslie Dixon', 'Geoff Moore', 'David Posamentier', 'Jason Keller', 'Diana Ossana', 'Javier Gullón', 'Jocelyn Moorhouse', 'Claudia Myers', 'Mark Poirier', 'Kevin Barnett', 'Bruce Jay Friedman', 'Ernest Tidyman', 'John Singleton', 'Shane Black', 'David Dobkin', 'Anthony Swofford', 'Debra Granik', 'Nae Caranfil', 'George Ratliff', 'Adam Rodgers', 'Julian Schnabel', 'David Ayer', 'Scot Armstrong', 'Glenn German', 'Dan Gilroy', 'Anders Thomas Jensen', 'Susanne Bier']]
Predicted Ans:    Roland Emmerich
Predicted Path:   Source Code --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Path (Raw):       Source Code --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> The Day After Tomorrow --[written_by]--> Roland Emmerich
Neg LogProb(↓):   0.150624
Path Entropy(↓):  0.523602
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in mother wore tights
Start Entity:     Mother Wore Tights
Gold Answer:      [['Biography', 'Musical', 'Drama', 'War', 'Comedy']]
Predicted Ans:    Biography
Predicted Path:   Mother Wore Tights --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> The Pride of St. Louis --[has_genre]--> Biography
Path (Raw):       Mother Wore Tights --[starred_actors]--> Dan Dailey --[(INV) starred_actors]--> The Pride of St. Louis --[has_genre]--> Biography
Neg LogProb(↓):   0.249294
Path Entropy(↓):  0.797542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by steven kampmann
Start Entity:     Steven Kampmann
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Steven Kampmann --[(INV) directed_by]--> Stealing Home --[has_genre]--> Drama
Path (Raw):       Steven Kampmann --[No Operation]--> Steven Kampmann --[(INV) directed_by]--> Stealing Home --[has_genre]--> Drama
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000060
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by bruce lee
Start Entity:     Bruce Lee
Gold Answer:      [['Roddy McDowall', 'Christopher Lee', 'David Carradine']]
Predicted Ans:    Roddy McDowall
Predicted Path:   Bruce Lee --[(INV) written_by]--> Circle of Iron --[starred_actors]--> Roddy McDowall
Path (Raw):       Bruce Lee --[No Operation]--> Bruce Lee --[(INV) written_by]--> Circle of Iron --[starred_actors]--> Roddy McDowall
Neg LogProb(↓):   0.092161
Path Entropy(↓):  0.338196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of sweet november
Start Entity:     Sweet November
Gold Answer:      [['Melvin Van Peebles', 'Robert Mulligan', 'Charles Jarrott']]
Predicted Ans:    Charles Jarrott
Predicted Path:   Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[directed_by]--> Charles Jarrott
Path (Raw):       Sweet November --[written_by]--> Herman Raucher --[(INV) written_by]--> The Other Side of Midnight --[directed_by]--> Charles Jarrott
Neg LogProb(↓):   1.019008
Path Entropy(↓):  1.361418
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about alfred hitchcock
Start Entity:     alfred hitchcock
Gold Answer:      [['To Catch a Thief', 'Frenzy', 'The Wrong Man', 'Spellbound', 'The Man Who Knew Too Much', 'Notorious', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'The Lady Vanishes', 'Topaz', 'The 39 Steps', 'Dial M for Murder', 'Strangers on a Train', 'Rear Window', 'I Confess', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', 'The Trouble with Harry', 'Jamaica Inn']]
Predicted Ans:    Torn Curtain
Predicted Path:   alfred hitchcock --[(INV) has_tags]--> Torn Curtain --[has_tags]--> hitchcock --[(INV) has_tags]--> Torn Curtain
Path (Raw):       alfred hitchcock --[(INV) has_tags]--> Torn Curtain --[has_tags]--> hitchcock --[(INV) has_tags]--> Torn Curtain
Neg LogProb(↓):   0.801108
Path Entropy(↓):  1.606444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with gosford park fall under
Start Entity:     Gosford Park
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   Gosford Park --[written_by]--> Julian Fellowes --[(INV) written_by]--> Gosford Park --[has_genre]--> Mystery
Path (Raw):       Gosford Park --[written_by]--> Julian Fellowes --[(INV) written_by]--> Gosford Park --[has_genre]--> Mystery
Neg LogProb(↓):   0.173687
Path Entropy(↓):  0.570073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of swades
Start Entity:     Swades
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Swades --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Path (Raw):       Swades --[release_year]--> 2004 --[(INV) release_year]--> Zebraman --[release_year]--> 2004
Neg LogProb(↓):   2.337021
Path Entropy(↓):  3.979472
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie portrait of jennie
Start Entity:     Portrait of Jennie
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Portrait of Jennie --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       Portrait of Jennie --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   1.463409
Path Entropy(↓):  2.442554
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by bob gosse
Start Entity:     Bob Gosse
Gold Answer:      [['Mischa Barton', 'Lili Taylor', 'Courtney Love']]
Predicted Ans:    Mischa Barton
Predicted Path:   Bob Gosse --[(INV) written_by]--> Julie Johnson --[starred_actors]--> Mischa Barton
Path (Raw):       Bob Gosse --[No Operation]--> Bob Gosse --[(INV) written_by]--> Julie Johnson --[starred_actors]--> Mischa Barton
Neg LogProb(↓):   0.038420
Path Entropy(↓):  0.171260
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by benjamin brand release
Start Entity:     Benjamin Brand
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Benjamin Brand --[(INV) written_by]--> November --[release_year]--> 2004
Path (Raw):       Benjamin Brand --[No Operation]--> Benjamin Brand --[(INV) written_by]--> November --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the grey zone
Start Entity:     The Grey Zone
Gold Answer:      [['Tim Blake Nelson']]
Predicted Ans:    Tim Blake Nelson
Predicted Path:   The Grey Zone --[written_by]--> Tim Blake Nelson --[(INV) written_by]--> Eye of God --[written_by]--> Tim Blake Nelson
Path (Raw):       The Grey Zone --[written_by]--> Tim Blake Nelson --[(INV) written_by]--> Eye of God --[written_by]--> Tim Blake Nelson
Neg LogProb(↓):   0.004772
Path Entropy(↓):  0.031134
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is friday the 13th
Start Entity:     Friday the 13th
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Friday the 13th --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Friday the 13th --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.585874
Path Entropy(↓):  3.991855
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of von richthofen and brown
Start Entity:     Von Richthofen and Brown
Gold Answer:      [['Charlton Heston']]
Predicted Ans:    Don Stroud
Predicted Path:   Von Richthofen and Brown --[written_by]--> John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[starred_actors]--> Don Stroud
Path (Raw):       Von Richthofen and Brown --[written_by]--> John William Corrington --[(INV) written_by]--> Von Richthofen and Brown --[starred_actors]--> Don Stroud
Neg LogProb(↓):   0.207834
Path Entropy(↓):  0.644136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movie the enigma of kaspar hauser, when was it released
Start Entity:     The Enigma of Kaspar Hauser
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   The Enigma of Kaspar Hauser --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       The Enigma of Kaspar Hauser --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.854381
Path Entropy(↓):  4.165097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of for colored girls
Start Entity:     For Colored Girls
Gold Answer:      [['Zulay Henao', 'Idris Elba', 'Cassi Davis', 'Janet Jackson', 'Tyler Perry', 'Gabrielle Union', 'Amy Smart', 'Sharon Leal', 'Nia Long', 'Malik Yoba']]
Predicted Ans:    Tyler Perry
Predicted Path:   For Colored Girls --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Path (Raw):       For Colored Girls --[written_by]--> Tyler Perry --[(INV) written_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Neg LogProb(↓):   0.426877
Path Entropy(↓):  1.288514
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in a question of silence
Start Entity:     A Question of Silence
Gold Answer:      [['Dutch']]
Predicted Ans:    Dutch
Predicted Path:   A Question of Silence --[in_language]--> Dutch --[(INV) in_language]--> Family Way --[in_language]--> Dutch
Path (Raw):       A Question of Silence --[in_language]--> Dutch --[(INV) in_language]--> Family Way --[in_language]--> Dutch
Neg LogProb(↓):   0.660794
Path Entropy(↓):  0.725797
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie piglet's big movie
Start Entity:     Piglet's Big Movie
Gold Answer:      [['Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Piglet's Big Movie --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       Piglet's Big Movie --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   1.582339
Path Entropy(↓):  2.488165
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie gorilla at large are written by who
Start Entity:     Gorilla at Large
Gold Answer:      [['Herman J. Mankiewicz', 'Guy Trosper']]
Predicted Ans:    Guy Trosper
Predicted Path:   Gorilla at Large --[directed_by]--> Harmon Jones --[(INV) directed_by]--> The Pride of St. Louis --[written_by]--> Guy Trosper
Path (Raw):       Gorilla at Large --[directed_by]--> Harmon Jones --[(INV) directed_by]--> The Pride of St. Louis --[written_by]--> Guy Trosper
Neg LogProb(↓):   0.024952
Path Entropy(↓):  0.115606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of the driver
Start Entity:     The Driver
Gold Answer:      [['Last Man Standing', 'Another 48 Hrs.', 'Wild Bill', '48 Hrs.', 'The Warriors', 'Hard Times', 'Streets of Fire', 'Southern Comfort', 'Red Heat', 'Undisputed', 'The Getaway']]
Predicted Ans:    The Getaway
Predicted Path:   The Driver --[written_by]--> Walter Hill --[(INV) written_by]--> The Getaway
Path (Raw):       The Driver --[No Operation]--> The Driver --[written_by]--> Walter Hill --[(INV) written_by]--> The Getaway
Neg LogProb(↓):   1.215531
Path Entropy(↓):  1.722895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by the crossing writers
Start Entity:     The Crossing
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Crossing --[written_by]--> Howard Fast --[(INV) written_by]--> Mirage --[has_genre]--> Thriller
Path (Raw):       The Crossing --[written_by]--> Howard Fast --[(INV) written_by]--> Mirage --[has_genre]--> Thriller
Neg LogProb(↓):   0.008602
Path Entropy(↓):  0.052761
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did ruth nelson star in
Start Entity:     Ruth Nelson
Gold Answer:      [['Awakenings']]
Predicted Ans:    Awakenings
Predicted Path:   Ruth Nelson --[(INV) starred_actors]--> Awakenings --[starred_actors]--> Julie Kavner --[(INV) starred_actors]--> Awakenings
Path (Raw):       Ruth Nelson --[(INV) starred_actors]--> Awakenings --[starred_actors]--> Julie Kavner --[(INV) starred_actors]--> Awakenings
Neg LogProb(↓):   0.048809
Path Entropy(↓):  0.221464
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of mulholland drive starred who
Start Entity:     Mulholland Drive
Gold Answer:      [['John Gielgud', 'Patricia Arquette', 'Bill Pullman', 'Jeremy Irons', 'Isabella Rossellini', 'Philip Anglim', 'Kevin Conway', 'Penny Fuller', 'Anne Bancroft', 'Dennis Hopper', 'Jeanne Bates', 'Jack Nance', 'Charlotte Stewart', 'Laura Dern', 'Anthony Hopkins', 'Kyle MacLachlan', 'John Hurt', 'Justin Theroux']]
Predicted Ans:    Charlotte Stewart
Predicted Path:   Mulholland Drive --[written_by]--> David Lynch --[(INV) written_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Path (Raw):       Mulholland Drive --[written_by]--> David Lynch --[(INV) written_by]--> Eraserhead --[starred_actors]--> Charlotte Stewart
Neg LogProb(↓):   0.846434
Path Entropy(↓):  1.392511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by goran marjanovic released
Start Entity:     Goran Marjanovic
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Goran Marjanovic --[(INV) starred_actors]--> A Hole in My Heart --[release_year]--> 2004
Path (Raw):       Goran Marjanovic --[No Operation]--> Goran Marjanovic --[(INV) starred_actors]--> A Hole in My Heart --[release_year]--> 2004
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by mojtaba mirtahmasb release
Start Entity:     Mojtaba Mirtahmasb
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Mojtaba Mirtahmasb --[(INV) starred_actors]--> This Is Not a Film --[release_year]--> 2011
Path (Raw):       Mojtaba Mirtahmasb --[No Operation]--> Mojtaba Mirtahmasb --[(INV) starred_actors]--> This Is Not a Film --[release_year]--> 2011
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000013
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Hacks is a film written by this person
Start Entity:     Hacks
Gold Answer:      [['Gary Rosen']]
Predicted Ans:    Gary Rosen
Predicted Path:   Hacks --[written_by]--> Gary Rosen --[(INV) written_by]--> Hacks --[written_by]--> Gary Rosen
Path (Raw):       Hacks --[written_by]--> Gary Rosen --[(INV) written_by]--> Hacks --[written_by]--> Gary Rosen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of crash
Start Entity:     Crash
Gold Answer:      [['Eastern Promises', 'Spider', 'The Dead Zone', 'Scanners', 'The Next Three Days', 'In the Valley of Elah', 'Maps to the Stars', 'Videodrome', 'Rabid', 'The Brood', 'Stereo', 'A History of Violence', 'A Dangerous Method', 'Third Person', 'Cosmopolis', 'M. Butterfly', 'Naked Lunch', 'Dead Ringers', 'Crimes of the Future', 'The Fly']]
Predicted Ans:    Crash
Predicted Path:   Crash --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash
Path (Raw):       Crash --[No Operation]--> Crash --[directed_by]--> Paul Haggis --[(INV) directed_by]--> Crash
Neg LogProb(↓):   0.481687
Path Entropy(↓):  0.923605
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film la belle noiseuse
Start Entity:     La Belle Noiseuse
Gold Answer:      [['1980', '1956', '2008', '2003', '2005', '1973', '1994', '1967', '2002', '1987', '1969', '2011', '1984', '2007']]
Predicted Ans:    2003
Predicted Path:   La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> The Story of Marie and Julien --[release_year]--> 2003
Path (Raw):       La Belle Noiseuse --[starred_actors]--> Emmanuelle Béart --[(INV) starred_actors]--> The Story of Marie and Julien --[release_year]--> 2003
Neg LogProb(↓):   1.338078
Path Entropy(↓):  2.092477
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by cory mcabee were released in which years
Start Entity:     Cory McAbee
Gold Answer:      [['2001', '2009']]
Predicted Ans:    2009
Predicted Path:   Cory McAbee --[(INV) directed_by]--> Stingray Sam --[release_year]--> 2009
Path (Raw):       Cory McAbee --[No Operation]--> Cory McAbee --[(INV) directed_by]--> Stingray Sam --[release_year]--> 2009
Neg LogProb(↓):   0.018541
Path Entropy(↓):  0.091823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share writers with the film nuts were in which genres
Start Entity:     Nuts
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Nuts --[written_by]--> Alvin Sargent --[(INV) written_by]--> Unfaithful --[has_genre]--> Drama
Path (Raw):       Nuts --[written_by]--> Alvin Sargent --[(INV) written_by]--> Unfaithful --[has_genre]--> Drama
Neg LogProb(↓):   0.138096
Path Entropy(↓):  0.570814
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by james mangold
Start Entity:     James Mangold
Gold Answer:      [['Cameron Diaz', 'Liv Tyler', 'Tom Cruise', 'Robert De Niro', 'Hugh Jackman', 'Harvey Keitel', 'Robert Patrick', 'John Cusack', 'Pruitt Taylor Vince', 'Joaquin Phoenix', 'Winona Ryder', 'Ginnifer Goodwin', 'Angelina Jolie', 'Deborah Harry', 'Sylvester Stallone', 'Ray Liotta', 'Shelley Winters', 'Amanda Peet', 'Reese Witherspoon', 'Brittany Murphy']]
Predicted Ans:    Reese Witherspoon
Predicted Path:   James Mangold --[(INV) directed_by]--> Walk the Line --[starred_actors]--> Reese Witherspoon
Path (Raw):       James Mangold --[No Operation]--> James Mangold --[(INV) directed_by]--> Walk the Line --[starred_actors]--> Reese Witherspoon
Neg LogProb(↓):   0.106140
Path Entropy(↓):  0.461278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for frank
Start Entity:     Frank
Gold Answer:      [['Lenny Abrahamson']]
Predicted Ans:    Lenny Abrahamson
Predicted Path:   Frank --[directed_by]--> Lenny Abrahamson --[(INV) directed_by]--> Frank --[directed_by]--> Lenny Abrahamson
Path (Raw):       Frank --[directed_by]--> Lenny Abrahamson --[(INV) directed_by]--> Frank --[directed_by]--> Lenny Abrahamson
Neg LogProb(↓):   0.438851
Path Entropy(↓):  0.753145
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by jeffrey fine release
Start Entity:     Jeffrey Fine
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Jeffrey Fine --[(INV) written_by]--> Cherry --[release_year]--> 2010
Path (Raw):       Jeffrey Fine --[No Operation]--> Jeffrey Fine --[(INV) written_by]--> Cherry --[release_year]--> 2010
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the adam resurrected director
Start Entity:     Adam Resurrected
Gold Answer:      [['Serbian']]
Predicted Ans:    Serbian
Predicted Path:   Adam Resurrected --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Cat People --[in_language]--> Serbian
Path (Raw):       Adam Resurrected --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Cat People --[in_language]--> Serbian
Neg LogProb(↓):   0.003462
Path Entropy(↓):  0.025018
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the snake pit
Start Entity:     The Snake Pit
Gold Answer:      [['My Cousin Rachel', "It's Love I'm After", 'The Charge of the Light Brigade', 'The Heiress', 'Captain Blood', "Gentleman's Agreement", 'Dodge City', 'Road House', 'Anthony Adverse', 'Santa Fe Trail', 'In This Our Life', 'The Tender Trap', 'The Strawberry Blonde', 'Plymouth Adventure', "Princess O'Rourke", 'The Dark Mirror', 'The Private Lives of Elizabeth and Essex', 'To Each His Own', 'The Dark Corner', 'Lady in a Cage', 'Quo Vadis', 'They Died with Their Boots On', 'All About Eve', 'Come to the Stable', 'The Street with No Name', 'Not as a Stranger', 'The Adventures of Robin Hood', 'Hold Back the Dawn', 'Champagne for Caesar', 'Moby Dick', 'Libel']]
Predicted Ans:    Not as a Stranger
Predicted Path:   The Snake Pit --[starred_actors]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger
Path (Raw):       The Snake Pit --[starred_actors]--> Olivia de Havilland --[No Operation]--> Olivia de Havilland --[(INV) starred_actors]--> Not as a Stranger
Neg LogProb(↓):   0.676065
Path Entropy(↓):  1.270653
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by tatsuo yoshida
Start Entity:     Tatsuo Yoshida
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Tatsuo Yoshida --[(INV) written_by]--> Yatterman --[has_genre]--> Comedy
Path (Raw):       Tatsuo Yoshida --[No Operation]--> Tatsuo Yoshida --[(INV) written_by]--> Yatterman --[has_genre]--> Comedy
Neg LogProb(↓):   0.026800
Path Entropy(↓):  0.122168
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film the desperate hours were in which genres
Start Entity:     The Desperate Hours
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Horror', 'History', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Desperate Hours --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[has_genre]--> Drama
Path (Raw):       The Desperate Hours --[directed_by]--> William Wyler --[(INV) directed_by]--> Mrs. Miniver --[has_genre]--> Drama
Neg LogProb(↓):   0.922042
Path Entropy(↓):  1.861864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie a moment of innocence
Start Entity:     A Moment of Innocence
Gold Answer:      [['2001', '1996']]
Predicted Ans:    1996
Predicted Path:   A Moment of Innocence --[directed_by]--> Mohsen Makhmalbaf --[(INV) directed_by]--> A Moment of Innocence --[release_year]--> 1996
Path (Raw):       A Moment of Innocence --[directed_by]--> Mohsen Makhmalbaf --[(INV) directed_by]--> A Moment of Innocence --[release_year]--> 1996
Neg LogProb(↓):   0.729062
Path Entropy(↓):  0.835053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in omega doom
Start Entity:     Omega Doom
Gold Answer:      [['Rutger Hauer']]
Predicted Ans:    Rutger Hauer
Predicted Path:   Omega Doom --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Path (Raw):       Omega Doom --[starred_actors]--> Rutger Hauer --[(INV) starred_actors]--> A Breed Apart --[starred_actors]--> Rutger Hauer
Neg LogProb(↓):   0.008716
Path Entropy(↓):  0.051479
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the lacemaker was
Start Entity:     The Lacemaker
Gold Answer:      [['Claude Goretta']]
Predicted Ans:    Claude Goretta
Predicted Path:   The Lacemaker --[directed_by]--> Claude Goretta --[(INV) directed_by]--> The Lacemaker --[directed_by]--> Claude Goretta
Path (Raw):       The Lacemaker --[directed_by]--> Claude Goretta --[(INV) directed_by]--> The Lacemaker --[directed_by]--> Claude Goretta
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of shadow of a doubt
Start Entity:     Shadow of a Doubt
Gold Answer:      [['Alma Reville', 'Sally Benson', 'Gordon McDonell', 'Thornton Wilder']]
Predicted Ans:    Sally Benson
Predicted Path:   Shadow of a Doubt --[written_by]--> Sally Benson --[(INV) written_by]--> Shadow of a Doubt --[written_by]--> Sally Benson
Path (Raw):       Shadow of a Doubt --[written_by]--> Sally Benson --[(INV) written_by]--> Shadow of a Doubt --[written_by]--> Sally Benson
Neg LogProb(↓):   0.006695
Path Entropy(↓):  0.042406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by laura lau in
Start Entity:     Laura Lau
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Laura Lau --[(INV) directed_by]--> Silent House --[has_genre]--> Horror
Path (Raw):       Laura Lau --[No Operation]--> Laura Lau --[(INV) directed_by]--> Silent House --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film orlando
Start Entity:     Orlando
Gold Answer:      [['2000', '1997', '2009', '1972', '2004', '2014']]
Predicted Ans:    1997
Predicted Path:   Orlando --[written_by]--> Sally Potter --[(INV) written_by]--> The Tango Lesson --[release_year]--> 1997
Path (Raw):       Orlando --[written_by]--> Sally Potter --[(INV) written_by]--> The Tango Lesson --[release_year]--> 1997
Neg LogProb(↓):   0.141018
Path Entropy(↓):  0.548910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by 52 pick - up actors release
Start Entity:     52 Pick-Up
Gold Answer:      [['1983', '1976', '1988', '1978', '2000', '1975', '1998', '1972', '1971', '1990', '1982', '1973', '1985', '2014', '1986', '1984', '1977']]
Predicted Ans:    1976
Predicted Path:   52 Pick-Up --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Path (Raw):       52 Pick-Up --[starred_actors]--> Roy Scheider --[(INV) starred_actors]--> Marathon Man --[release_year]--> 1976
Neg LogProb(↓):   0.037165
Path Entropy(↓):  0.220250
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film 633 squadron released
Start Entity:     633 Squadron
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   633 Squadron --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Path (Raw):       633 Squadron --[release_year]--> 1964 --[(INV) release_year]--> 7 Faces of Dr. Lao --[release_year]--> 1964
Neg LogProb(↓):   2.386098
Path Entropy(↓):  3.749482
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of osaka elegy
Start Entity:     Osaka Elegy
Gold Answer:      [['1946', '1954', '1936', '1953', '1941', '1952', '1956']]
Predicted Ans:    1952
Predicted Path:   Osaka Elegy --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> The Life of Oharu --[release_year]--> 1952
Path (Raw):       Osaka Elegy --[directed_by]--> Kenji Mizoguchi --[(INV) directed_by]--> The Life of Oharu --[release_year]--> 1952
Neg LogProb(↓):   0.870161
Path Entropy(↓):  1.651894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was courier written by
Start Entity:     Courier
Gold Answer:      [['Karen Shakhnazarov']]
Predicted Ans:    Karen Shakhnazarov
Predicted Path:   Courier --[written_by]--> Karen Shakhnazarov --[(INV) written_by]--> Courier --[written_by]--> Karen Shakhnazarov
Path (Raw):       Courier --[written_by]--> Karen Shakhnazarov --[(INV) written_by]--> Courier --[written_by]--> Karen Shakhnazarov
Neg LogProb(↓):   0.000167
Path Entropy(↓):  0.001616
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote a face in the crowd
Start Entity:     A Face in the Crowd
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   A Face in the Crowd --[written_by]--> Budd Schulberg --[(INV) written_by]--> On the Waterfront --[has_genre]--> Drama
Path (Raw):       A Face in the Crowd --[written_by]--> Budd Schulberg --[(INV) written_by]--> On the Waterfront --[has_genre]--> Drama
Neg LogProb(↓):   0.211223
Path Entropy(↓):  0.621810
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film dolphin tale
Start Entity:     Dolphin Tale
Gold Answer:      [['1980', '1954', '1993', '2006', '1985', '1984', '1977', '1998', '2009', '2010', '2004', '1973', '2014', '1995', '1976', '1990', '1989', '1996', '2002', '1981', '2011', '1988', '1978', '2000', '1997', '1975', '1999', '1937']]
Predicted Ans:    1995
Predicted Path:   Dolphin Tale --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Path (Raw):       Dolphin Tale --[starred_actors]--> Ashley Judd --[(INV) starred_actors]--> The Passion of Darkly Noon --[release_year]--> 1995
Neg LogProb(↓):   1.458439
Path Entropy(↓):  1.999022
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of wizards
Start Entity:     Wizards
Gold Answer:      [['Scatman Crothers', 'Barry White', 'Charles Gordone', 'Skip Hinnant', 'Kim Basinger', 'William Squire', 'Gabriel Byrne', 'Ron Thompson', 'Brad Pitt', 'John Hurt']]
Predicted Ans:    Scatman Crothers
Predicted Path:   Wizards --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> Coonskin --[starred_actors]--> Scatman Crothers
Path (Raw):       Wizards --[directed_by]--> Ralph Bakshi --[(INV) directed_by]--> Coonskin --[starred_actors]--> Scatman Crothers
Neg LogProb(↓):   0.593601
Path Entropy(↓):  1.326449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by meggie mcfadden
Start Entity:     Meggie McFadden
Gold Answer:      [['Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Meggie McFadden --[(INV) written_by]--> Mystery Team --[has_genre]--> Comedy
Path (Raw):       Meggie McFadden --[No Operation]--> Meggie McFadden --[(INV) written_by]--> Mystery Team --[has_genre]--> Comedy
Neg LogProb(↓):   0.000130
Path Entropy(↓):  0.001292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of dennis wheatley
Start Entity:     Dennis Wheatley
Gold Answer:      [['Michael Carreras', 'Richard Matheson']]
Predicted Ans:    Richard Matheson
Predicted Path:   Dennis Wheatley --[(INV) written_by]--> The Devil Rides Out --[written_by]--> Richard Matheson
Path (Raw):       Dennis Wheatley --[No Operation]--> Dennis Wheatley --[(INV) written_by]--> The Devil Rides Out --[written_by]--> Richard Matheson
Neg LogProb(↓):   0.518946
Path Entropy(↓):  1.068749
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movie sleep tight
Start Entity:     Sleep Tight
Gold Answer:      [['Alberto Marini']]
Predicted Ans:    Alberto Marini
Predicted Path:   Sleep Tight --[written_by]--> Alberto Marini --[(INV) written_by]--> Sleep Tight --[written_by]--> Alberto Marini
Path (Raw):       Sleep Tight --[written_by]--> Alberto Marini --[(INV) written_by]--> Sleep Tight --[written_by]--> Alberto Marini
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the blot
Start Entity:     The Blot
Gold Answer:      [['Louis Calhern', 'Claire Windsor', 'Margaret McWade', 'Philip Hubbard']]
Predicted Ans:    Philip Hubbard
Predicted Path:   The Blot --[starred_actors]--> Philip Hubbard --[(INV) starred_actors]--> The Blot --[starred_actors]--> Philip Hubbard
Path (Raw):       The Blot --[starred_actors]--> Philip Hubbard --[(INV) starred_actors]--> The Blot --[starred_actors]--> Philip Hubbard
Neg LogProb(↓):   0.817857
Path Entropy(↓):  1.538541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director steve buscemi
Start Entity:     Steve Buscemi
Gold Answer:      [['Casey Affleck', 'Sienna Miller', 'Willem Dafoe', 'Tara Elders', 'Danny Trejo', 'Edward Furlong']]
Predicted Ans:    Sienna Miller
Predicted Path:   Steve Buscemi --[(INV) directed_by]--> Interview --[starred_actors]--> Sienna Miller
Path (Raw):       Steve Buscemi --[No Operation]--> Steve Buscemi --[(INV) directed_by]--> Interview --[starred_actors]--> Sienna Miller
Neg LogProb(↓):   0.777341
Path Entropy(↓):  1.333881
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed gracie's choice
Start Entity:     Gracie's Choice
Gold Answer:      [['Charlie Sheen', 'Randy Quaid']]
Predicted Ans:    Kristen Bell
Predicted Path:   Gracie's Choice --[directed_by]--> Peter Werner --[(INV) directed_by]--> Gracie's Choice --[starred_actors]--> Kristen Bell
Path (Raw):       Gracie's Choice --[directed_by]--> Peter Werner --[(INV) directed_by]--> Gracie's Choice --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.018502
Path Entropy(↓):  0.095915
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie cornered are directed by who
Start Entity:     Cornered
Gold Answer:      [['Hiroshi Teshigahara', 'Michael Hoffman', 'Max Reinhardt', 'Edward Dmytryk', 'Melvin Frank', 'Ray Enright', 'William Dieterle', 'Frank Tashlin', 'Busby Berkeley', 'Frank Borzage', 'Peter Hall', 'André De Toth', 'Lloyd Bacon', 'René Clair', 'Vincente Minnelli', 'Preston Sturges']]
Predicted Ans:    William Dieterle
Predicted Path:   Cornered --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Path (Raw):       Cornered --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> A Midsummer Night's Dream --[directed_by]--> William Dieterle
Neg LogProb(↓):   0.606072
Path Entropy(↓):  1.288173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by philippe noiret release
Start Entity:     Philippe Noiret
Gold Answer:      [['1976', '1968', '1987', '1973', '1981']]
Predicted Ans:    1973
Predicted Path:   Philippe Noiret --[(INV) starred_actors]--> La Grande Bouffe --[release_year]--> 1973
Path (Raw):       Philippe Noiret --[No Operation]--> Philippe Noiret --[(INV) starred_actors]--> La Grande Bouffe --[release_year]--> 1973
Neg LogProb(↓):   0.317577
Path Entropy(↓):  0.709886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by arthur lubin
Start Entity:     Arthur Lubin
Gold Answer:      [['Nelson Eddy', 'Charles Coburn', 'John Wayne', 'Susanna Foster', 'Ella Raines', 'Brian Donlevy', 'Claude Rains', 'Don Knotts', "Donald O'Connor"]]
Predicted Ans:    Claude Rains
Predicted Path:   Arthur Lubin --[(INV) directed_by]--> Phantom of the Opera --[starred_actors]--> Claude Rains
Path (Raw):       Arthur Lubin --[No Operation]--> Arthur Lubin --[(INV) directed_by]--> Phantom of the Opera --[starred_actors]--> Claude Rains
Neg LogProb(↓):   0.003197
Path Entropy(↓):  0.024590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of i love sarah jane
Start Entity:     I Love Sarah Jane
Gold Answer:      [['Spencer Susser']]
Predicted Ans:    Spencer Susser
Predicted Path:   I Love Sarah Jane --[directed_by]--> Spencer Susser --[(INV) directed_by]--> I Love Sarah Jane --[directed_by]--> Spencer Susser
Path (Raw):       I Love Sarah Jane --[directed_by]--> Spencer Susser --[(INV) directed_by]--> I Love Sarah Jane --[directed_by]--> Spencer Susser
Neg LogProb(↓):   0.626744
Path Entropy(↓):  0.690790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with jimi mistry
Start Entity:     Jimi Mistry
Gold Answer:      [['Marisa Tomei', 'Heather Graham']]
Predicted Ans:    Marisa Tomei
Predicted Path:   Jimi Mistry --[(INV) starred_actors]--> The Guru --[starred_actors]--> Marisa Tomei
Path (Raw):       Jimi Mistry --[No Operation]--> Jimi Mistry --[(INV) starred_actors]--> The Guru --[starred_actors]--> Marisa Tomei
Neg LogProb(↓):   0.761445
Path Entropy(↓):  0.892391
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in bride of chucky
Start Entity:     Bride of Chucky
Gold Answer:      [['Michael Landon Jr.', 'Janette Oke', 'Chris Gerolmo', 'Dick Maas', 'Takuji Ushiyama', 'Justin Steele', 'Nancy Dowd', 'Jay Cronley', 'John Lafia', 'Timo Tjahjanto', 'Charlie Peters', 'Janet Evanovich', 'Liz Brixius', 'Anthony Hickox', 'Don Mancini', 'Jessica Barondes', 'Hal Foster', 'Tom Holland', 'Jay Kogen', 'David Anthony Higgins', 'Justin Zackham', 'Karine Sudan', 'Dave Foley', 'Neal Israel', 'William Peter Blatty', 'Peter Lepeniotis', 'Lorne Cameron', 'Werner Herzog', 'Judd Apatow']]
Predicted Ans:    Peter Lepeniotis
Predicted Path:   Bride of Chucky --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[written_by]--> Peter Lepeniotis
Path (Raw):       Bride of Chucky --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> The Nut Job --[written_by]--> Peter Lepeniotis
Neg LogProb(↓):   0.722241
Path Entropy(↓):  1.975241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film yours, mine and ours
Start Entity:     Yours, Mine and Ours
Gold Answer:      [['Abem Finkel', 'Delmer Daves', 'Lamar Trotti', 'Lou Breslow', 'Miklós László', 'Norman Panama', 'Claude Binyon', 'Frank Tashlin', 'Roy Huggins', 'Neil Jordan', 'Nunnally Johnson', 'Robert Benton', 'Albert Hackett', 'Frances Goodrich', 'Philip MacDonald', 'Julius J. Epstein', 'Philip G. Epstein', 'Robert Alan Aurthur', 'Helen Deutsch', 'Sam Hellman', 'Gerold Frank', 'Samuel G. Engel', 'Arch Oboler', 'Howard Rodman', 'Richard Dougherty', 'William Wister Haines', 'William R. Laidlaw', 'John Steinbeck', 'Ernest Thompson', 'Pupi Avati', 'Helen Gurley Brown', 'Bernardo Bertolucci', 'Alan Jay Lerner', 'Abraham Polonsky', 'Charles Templeton', 'Melvin Frank', 'Graham Greene', 'Oakley Hall', 'Leonard Spigelgass', 'Thomas Heggen', 'David Hertz', 'Elizabeth Janeway', 'Richard Brooks', 'Donald S. Sanford', 'Sidney Carroll', 'Laurence Stallings', 'Allen Boretz', 'John Murray', 'Richard Murphy', 'Preston Sturges', 'David Newman', 'Robert Pirosh', 'George Froeschel', 'King Vidor', 'Gore Vidal', 'F. Scott Fitzgerald', 'Nigel Balchin', 'Maxwell Anderson', 'Walter D. Edmonds', 'Damon Runyon', 'Sergio Donati', 'Sergio Leone', 'John Gay', 'Dario Argento', 'Ken Kesey', 'Leo Tolstoy', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'David Boehm', 'Malcolm D. Lee', 'David Twohy', 'Herman Wouk', 'John Brophy', 'Clinton Twiss', 'John Huston', 'Clements Ripley', 'James Lee Barrett', 'Walter Van Tilburg Clark', 'Winston Miller', 'Ted W. Lawson', 'Frank S. Nugent', 'Owen Davis', 'James Warner Bellah', 'James R. Webb', 'Joshua Logan', 'Dalton Trumbo', 'Norman Krasna', 'Monckton Hoffe']]
Predicted Ans:    Sergio Leone
Predicted Path:   Yours, Mine and Ours --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Path (Raw):       Yours, Mine and Ours --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[written_by]--> Sergio Leone
Neg LogProb(↓):   1.485367
Path Entropy(↓):  2.626208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by andreas dresen in
Start Entity:     Andreas Dresen
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Andreas Dresen --[(INV) written_by]--> Stopped on Track --[in_language]--> German
Path (Raw):       Andreas Dresen --[No Operation]--> Andreas Dresen --[(INV) written_by]--> Stopped on Track --[in_language]--> German
Neg LogProb(↓):   0.027820
Path Entropy(↓):  0.125714
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film my favorite season
Start Entity:     My Favorite Season
Gold Answer:      [['André Téchiné']]
Predicted Ans:    André Téchiné
Predicted Path:   My Favorite Season --[written_by]--> André Téchiné --[(INV) written_by]--> Barocco --[written_by]--> André Téchiné
Path (Raw):       My Favorite Season --[written_by]--> André Téchiné --[(INV) written_by]--> Barocco --[written_by]--> André Téchiné
Neg LogProb(↓):   0.375782
Path Entropy(↓):  0.949456
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by lauren ambrose
Start Entity:     lauren ambrose
Gold Answer:      [['Where the Wild Things Are', "Can't Hardly Wait"]]
Predicted Ans:    Heartbreakers
Predicted Path:   lauren ambrose --[(INV) has_tags]--> Can't Hardly Wait --[has_tags]--> jennifer love hewitt --[(INV) has_tags]--> Heartbreakers
Path (Raw):       lauren ambrose --[(INV) has_tags]--> Can't Hardly Wait --[has_tags]--> jennifer love hewitt --[(INV) has_tags]--> Heartbreakers
Neg LogProb(↓):   0.601717
Path Entropy(↓):  0.928790
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in real genius also appears in which movies
Start Entity:     Real Genius
Gold Answer:      [['Thunderheart', 'Batman Forever', 'Streets of Blood', 'Wonderland', 'Played', 'Heat', 'The Traveler', 'At First Sight', 'Kiss Kiss Bang Bang', 'Tombstone', 'Twixt', 'MacGruber', 'Top Gun', 'Wings of Courage', 'The Real McCoy', 'True Romance', 'The Thaw', 'The Saint', 'Blood Out', 'The Island of Dr. Moreau', 'Red Planet', 'Blind Horizon', 'Spartan', 'The Doors', 'The Ghost and the Darkness', 'Conspiracy', 'Kill the Irishman', 'The Salton Sea', 'Willow']]
Predicted Ans:    The Island of Dr. Moreau
Predicted Path:   Real Genius --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Path (Raw):       Real Genius --[starred_actors]--> Val Kilmer --[No Operation]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau
Neg LogProb(↓):   0.571454
Path Entropy(↓):  0.997927
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the weight of water
Start Entity:     The Weight of Water
Gold Answer:      [['Western', 'Drama', 'War', 'Action', 'Horror', 'History', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Weight of Water --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[has_genre]--> Horror
Path (Raw):       The Weight of Water --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> Near Dark --[has_genre]--> Horror
Neg LogProb(↓):   0.016975
Path Entropy(↓):  0.096535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by vernon lynch
Start Entity:     Vernon Lynch
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Vernon Lynch --[(INV) written_by]--> Vampire in Brooklyn --[has_genre]--> Comedy
Path (Raw):       Vernon Lynch --[No Operation]--> Vernon Lynch --[(INV) written_by]--> Vampire in Brooklyn --[has_genre]--> Comedy
Neg LogProb(↓):   0.110844
Path Entropy(↓):  0.335764
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of the ugly american
Start Entity:     The Ugly American
Gold Answer:      [['Eugene Burdick']]
Predicted Ans:    Harvey Wheeler
Predicted Path:   The Ugly American --[written_by]--> Eugene Burdick --[(INV) written_by]--> Fail Safe --[written_by]--> Harvey Wheeler
Path (Raw):       The Ugly American --[written_by]--> Eugene Burdick --[(INV) written_by]--> Fail Safe --[written_by]--> Harvey Wheeler
Neg LogProb(↓):   1.386725
Path Entropy(↓):  1.390148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film captain abu raed
Start Entity:     Captain Abu Raed
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Captain Abu Raed --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Path (Raw):       Captain Abu Raed --[release_year]--> 2008 --[(INV) release_year]--> Sleep Dealer --[release_year]--> 2008
Neg LogProb(↓):   3.587053
Path Entropy(↓):  4.739931
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by marion vernoux were in which genres
Start Entity:     Marion Vernoux
Gold Answer:      [['Romance']]
Predicted Ans:    Romance
Predicted Path:   Marion Vernoux --[(INV) directed_by]--> Bright Days Ahead --[has_genre]--> Romance
Path (Raw):       Marion Vernoux --[No Operation]--> Marion Vernoux --[(INV) directed_by]--> Bright Days Ahead --[has_genre]--> Romance
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the man who wouldn't die
Start Entity:     The Man Who Wouldn't Die
Gold Answer:      [['The Fifth Estate', 'Dreamgirls', 'Kinsey', 'Gods and Monsters']]
Predicted Ans:    Kinsey
Predicted Path:   The Man Who Wouldn't Die --[directed_by]--> Bill Condon --[(INV) directed_by]--> Kinsey
Path (Raw):       The Man Who Wouldn't Die --[directed_by]--> Bill Condon --[(INV) directed_by]--> Kinsey --[No Operation]--> Kinsey
Neg LogProb(↓):   0.559710
Path Entropy(↓):  1.123895
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by lone scherfig
Start Entity:     Lone Scherfig
Gold Answer:      [['Max Irons', 'Carey Mulligan', 'Anne Hathaway', 'Anders W. Berthelsen', 'Peter Gantzler', 'Jim Sturgess']]
Predicted Ans:    Peter Gantzler
Predicted Path:   Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[starred_actors]--> Peter Gantzler
Path (Raw):       Lone Scherfig --[No Operation]--> Lone Scherfig --[(INV) directed_by]--> Italian for Beginners --[starred_actors]--> Peter Gantzler
Neg LogProb(↓):   0.005479
Path Entropy(↓):  0.040196
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of elf
Start Entity:     Elf
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Elf --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Path (Raw):       Elf --[release_year]--> 2003 --[(INV) release_year]--> Piglet's Big Movie --[release_year]--> 2003
Neg LogProb(↓):   3.052391
Path Entropy(↓):  4.423664
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with robert adetuyi
Start Entity:     Robert Adetuyi
Gold Answer:      [['Gregory Ramon Anderson']]
Predicted Ans:    Robert Adetuyi
Predicted Path:   Robert Adetuyi --[(INV) written_by]--> Turn It Up --[written_by]--> Robert Adetuyi
Path (Raw):       Robert Adetuyi --[No Operation]--> Robert Adetuyi --[(INV) written_by]--> Turn It Up --[written_by]--> Robert Adetuyi
Neg LogProb(↓):   0.598156
Path Entropy(↓):  0.688264
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did doris wishman write the story for
Start Entity:     Doris Wishman
Gold Answer:      [['Bad Girls Go to Hell']]
Predicted Ans:    Bad Girls Go to Hell
Predicted Path:   Doris Wishman --[(INV) written_by]--> Bad Girls Go to Hell --[written_by]--> Doris Wishman --[(INV) written_by]--> Bad Girls Go to Hell
Path (Raw):       Doris Wishman --[(INV) written_by]--> Bad Girls Go to Hell --[written_by]--> Doris Wishman --[(INV) written_by]--> Bad Girls Go to Hell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in megaforce
Start Entity:     Megaforce
Gold Answer:      [['David Worth', 'Jim Sharman', 'Bruce Malmuth', 'Robert Greenwald']]
Predicted Ans:    Jim Sharman
Predicted Path:   Megaforce --[starred_actors]--> Barry Bostwick --[(INV) starred_actors]--> The Rocky Horror Picture Show --[directed_by]--> Jim Sharman
Path (Raw):       Megaforce --[starred_actors]--> Barry Bostwick --[(INV) starred_actors]--> The Rocky Horror Picture Show --[directed_by]--> Jim Sharman
Neg LogProb(↓):   0.114567
Path Entropy(↓):  0.360147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie doctor who
Start Entity:     Doctor Who
Gold Answer:      [['doctor who']]
Predicted Ans:    doctor who
Predicted Path:   Doctor Who --[has_tags]--> doctor who --[(INV) has_tags]--> Doctor Who --[has_tags]--> doctor who
Path (Raw):       Doctor Who --[has_tags]--> doctor who --[(INV) has_tags]--> Doctor Who --[has_tags]--> doctor who
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by ronald alexander released
Start Entity:     Ronald Alexander
Gold Answer:      [['1961']]
Predicted Ans:    1961
Predicted Path:   Ronald Alexander --[(INV) written_by]--> Return to Peyton Place --[release_year]--> 1961
Path (Raw):       Ronald Alexander --[No Operation]--> Ronald Alexander --[(INV) written_by]--> Return to Peyton Place --[release_year]--> 1961
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor akihiko hirata is a co - star of who
Start Entity:     Akihiko Hirata
Gold Answer:      [['Matthew Broderick', 'Takashi Shimura', 'Jean Reno', 'Akira Takarada', 'Hank Azaria', 'Akira Kubo', 'Tadao Takashima', 'Tomoko Ai', 'Bryan Cranston', 'Ken Watanabe', 'Maria Pitillo']]
Predicted Ans:    Ken Watanabe
Predicted Path:   Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[starred_actors]--> Ken Watanabe
Path (Raw):       Akihiko Hirata --[No Operation]--> Akihiko Hirata --[(INV) starred_actors]--> Godzilla --[starred_actors]--> Ken Watanabe
Neg LogProb(↓):   0.444552
Path Entropy(↓):  0.847379
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film josie and the pussycats was written by who
Start Entity:     Josie and the Pussycats
Gold Answer:      [['Deborah Kaplan', 'Harry Elfont']]
Predicted Ans:    Deborah Kaplan
Predicted Path:   Josie and the Pussycats --[written_by]--> Deborah Kaplan --[(INV) written_by]--> Josie and the Pussycats --[written_by]--> Deborah Kaplan
Path (Raw):       Josie and the Pussycats --[written_by]--> Deborah Kaplan --[(INV) written_by]--> Josie and the Pussycats --[written_by]--> Deborah Kaplan
Neg LogProb(↓):   1.172765
Path Entropy(↓):  1.374822
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of crisscross also starred in which films
Start Entity:     CrissCross
Gold Answer:      [['The Out-of-Towners', 'Foul Play', 'The First Wives Club', 'The Last Man', '$', 'Protocol', 'Deceived', 'Seems Like Old Times', 'Private Benjamin', "There's a Girl in My Soup", 'Best Friends', 'Wildcats', 'The Banger Sisters', 'The Sugarland Express', 'Swing Shift', 'Butterflies Are Free', 'Cactus Flower', 'Wilder Napalm', 'Death Becomes Her', 'Bird on a Wire', 'The Man Who Captured Eichmann', 'Big Bad Love', 'Overboard', 'Shampoo', 'Dandelion']]
Predicted Ans:    Death Becomes Her
Predicted Path:   CrissCross --[starred_actors]--> Goldie Hawn --[(INV) starred_actors]--> Death Becomes Her
Path (Raw):       CrissCross --[starred_actors]--> Goldie Hawn --[No Operation]--> Goldie Hawn --[(INV) starred_actors]--> Death Becomes Her
Neg LogProb(↓):   0.871617
Path Entropy(↓):  1.771461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did masashi endo star in
Start Entity:     Masashi Endô
Gold Answer:      [['Wild Zero']]
Predicted Ans:    Wild Zero
Predicted Path:   Masashi Endô --[(INV) starred_actors]--> Wild Zero --[starred_actors]--> Guitar Wolf --[(INV) starred_actors]--> Wild Zero
Path (Raw):       Masashi Endô --[(INV) starred_actors]--> Wild Zero --[starred_actors]--> Guitar Wolf --[(INV) starred_actors]--> Wild Zero
Neg LogProb(↓):   0.060886
Path Entropy(↓):  0.255084
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the black stallion returns actors
Start Entity:     The Black Stallion Returns
Gold Answer:      [['Drama', 'Crime', 'Thriller', 'Action']]
Predicted Ans:    Drama
Predicted Path:   The Black Stallion Returns --[starred_actors]--> Vincent Spano --[(INV) starred_actors]--> And God Created Woman --[has_genre]--> Drama
Path (Raw):       The Black Stallion Returns --[starred_actors]--> Vincent Spano --[(INV) starred_actors]--> And God Created Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.919691
Path Entropy(↓):  1.615064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by dree hemingway were released in which years
Start Entity:     Dree Hemingway
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Dree Hemingway --[(INV) starred_actors]--> Starlet --[release_year]--> 2012
Path (Raw):       Dree Hemingway --[No Operation]--> Dree Hemingway --[(INV) starred_actors]--> Starlet --[release_year]--> 2012
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor anthony michael hall starred together with who
Start Entity:     Anthony Michael Hall
Gold Answer:      [['Robert Downey Jr.', 'Noah Wyle', 'Johnny Depp', 'Emilio Estevez', 'Paul Gleason', 'Dianne Wiest', 'John Kapelos', 'Kelly LeBrock', 'Winona Ryder', 'Uma Thurman', 'Bobbie Phillips']]
Predicted Ans:    Emilio Estevez
Predicted Path:   Anthony Michael Hall --[(INV) starred_actors]--> The Breakfast Club --[starred_actors]--> Emilio Estevez
Path (Raw):       Anthony Michael Hall --[No Operation]--> Anthony Michael Hall --[(INV) starred_actors]--> The Breakfast Club --[starred_actors]--> Emilio Estevez
Neg LogProb(↓):   0.626668
Path Entropy(↓):  0.970384
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by barry hines
Start Entity:     Barry Hines
Gold Answer:      [['Ken Loach', 'Mick Jackson']]
Predicted Ans:    Ken Loach
Predicted Path:   Barry Hines --[(INV) written_by]--> Kes --[directed_by]--> Ken Loach
Path (Raw):       Barry Hines --[No Operation]--> Barry Hines --[(INV) written_by]--> Kes --[directed_by]--> Ken Loach
Neg LogProb(↓):   0.019341
Path Entropy(↓):  0.094734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of nokas
Start Entity:     Nokas
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Nokas --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Path (Raw):       Nokas --[release_year]--> 2010 --[(INV) release_year]--> Scooby-Doo! Curse of the Lake Monster --[release_year]--> 2010
Neg LogProb(↓):   2.456953
Path Entropy(↓):  4.226707
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director arbaaz khan
Start Entity:     Arbaaz Khan
Gold Answer:      [['Salman Khan', 'Prakash Raj', 'Sonakshi Sinha']]
Predicted Ans:    Salman Khan
Predicted Path:   Arbaaz Khan --[(INV) directed_by]--> Dabangg 2 --[starred_actors]--> Salman Khan
Path (Raw):       Arbaaz Khan --[No Operation]--> Arbaaz Khan --[(INV) directed_by]--> Dabangg 2 --[starred_actors]--> Salman Khan
Neg LogProb(↓):   0.002965
Path Entropy(↓):  0.021094
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is the wicker man
Start Entity:     The Wicker Man
Gold Answer:      [['Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Mystery
Predicted Path:   The Wicker Man --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Path (Raw):       The Wicker Man --[has_genre]--> Mystery --[(INV) has_genre]--> Charlie Chan in the Secret Service --[has_genre]--> Mystery
Neg LogProb(↓):   2.177774
Path Entropy(↓):  2.149042
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of supernova
Start Entity:     Supernova
Gold Answer:      [['Fred Astaire', 'Tara Reid', 'John Candy', 'Alden Ehrenreich', 'Katharine Hepburn', 'Jami Gertz', 'John Hurt', 'C. Thomas Howell', 'James Caan', 'Martin Sheen', 'Ice Cube', 'Nicole Kidman', 'Powers Boothe', 'Christopher Walken', 'Hedy Lamarr', 'Ralph Macchio', 'Robert Duvall', 'Sylvester Stallone', 'Gene Hackman', 'Burt Lancaster', 'Kyle MacLachlan', 'Mia Farrow', 'Frederic Forrest', 'Raul Julia', 'Teri Garr', 'Nastassja Kinski', 'Charles Bronson', 'Sung Kang', 'Morgan Freeman', 'Jenna Harrison', 'Mark Dexter', 'William Sadler', 'Jennifer Lopez', 'Lloyd Bridges', 'Michael Nouri', 'Clarence Felder', 'Peter Kastner', 'Ellen Barkin', 'Maribel Verdú', 'Wendell Corey', 'Claudia Christian', 'Lonette McKee', 'Elle Fanning', 'Jeff Bridges', 'Isabelle Adjani', 'Vincent Gallo', 'John Cazale', 'Matt Dillon', 'Shirley Knight', 'James Keach', 'Joe Seneca', 'Bruce Dern', 'Richard Pryor', 'Michael Paré', 'Woody Allen', 'Bill Paxton', 'Christian Slater', 'Ving Rhames', 'Brion James', 'Nick Nolte', 'Nicolas Cage', 'Linda Blair', 'Gregory Hines', 'Robin Williams', 'Brian Kerwin', 'Matt Damon', 'Jon Voight', 'Danny DeVito', 'Diane Lane', 'Claire Danes', 'Fred Ward', 'Zoe Saldana', 'Anson Mount', 'James Earl Jones', 'Geraldine Page', 'Britney Spears', 'James Belushi', 'Sylvia Kristel', 'Allen Garfield', 'Keith Carradine', "Ed O'Ross", "Ryan O'Neal", 'Anjelica Huston', 'Bruce Willis', 'Arnold Schwarzenegger', 'Mickey Rourke', 'Claire Trevor', 'Sarah Shahi', 'Marlon Brando', 'Basil Rathbone', 'Luana Anders', 'William Campbell', 'Eddie Murphy', 'Colin Egglesfield', 'Richard Gere', 'Franklyn Seales', 'Kathleen Turner', 'Elizabeth Hartman', 'Michael Jackson', 'William Powell', 'Taryn Manning', 'Val Kilmer', 'Petula Clark', 'Wesley Snipes', 'Al Pacino', 'Patrick Swayze']]
Predicted Ans:    Nick Nolte
Predicted Path:   Supernova --[directed_by]--> Walter Hill --[(INV) directed_by]--> Extreme Prejudice --[starred_actors]--> Nick Nolte
Path (Raw):       Supernova --[directed_by]--> Walter Hill --[(INV) directed_by]--> Extreme Prejudice --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   1.402885
Path Entropy(↓):  2.380570
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of school daze
Start Entity:     School Daze
Gold Answer:      [['Romance', 'Music', 'Sport', 'Biography', 'Drama', 'Comedy', 'History', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   School Daze --[directed_by]--> Spike Lee --[(INV) directed_by]--> Clockers --[has_genre]--> Drama
Path (Raw):       School Daze --[directed_by]--> Spike Lee --[(INV) directed_by]--> Clockers --[has_genre]--> Drama
Neg LogProb(↓):   1.063863
Path Entropy(↓):  1.826974
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by harrison gilbertson were written by who
Start Entity:     Harrison Gilbertson
Gold Answer:      [['Brian Carbee']]
Predicted Ans:    Brian Carbee
Predicted Path:   Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[written_by]--> Brian Carbee
Path (Raw):       Harrison Gilbertson --[No Operation]--> Harrison Gilbertson --[(INV) starred_actors]--> Accidents Happen --[written_by]--> Brian Carbee
Neg LogProb(↓):   0.030140
Path Entropy(↓):  0.133665
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you describe movie inherent vice in a few words
Start Entity:     Inherent Vice
Gold Answer:      [['joaquin phoenix', 'thomas pynchon', 'paul thomas anderson', 'owen wilson']]
Predicted Ans:    thomas pynchon
Predicted Path:   Inherent Vice --[has_tags]--> thomas pynchon --[(INV) has_tags]--> Inherent Vice --[has_tags]--> thomas pynchon
Path (Raw):       Inherent Vice --[has_tags]--> thomas pynchon --[(INV) has_tags]--> Inherent Vice --[has_tags]--> thomas pynchon
Neg LogProb(↓):   0.001062
Path Entropy(↓):  0.008928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by michel simon
Start Entity:     Michel Simon
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Michel Simon --[(INV) starred_actors]--> Port of Shadows --[in_language]--> French
Path (Raw):       Michel Simon --[No Operation]--> Michel Simon --[(INV) starred_actors]--> Port of Shadows --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by scott thurman
Start Entity:     Scott Thurman
Gold Answer:      [['The Revisionaries']]
Predicted Ans:    The Revisionaries
Predicted Path:   Scott Thurman --[(INV) written_by]--> The Revisionaries --[written_by]--> Scott Thurman --[(INV) written_by]--> The Revisionaries
Path (Raw):       Scott Thurman --[(INV) written_by]--> The Revisionaries --[written_by]--> Scott Thurman --[(INV) written_by]--> The Revisionaries
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000009
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the gorgon are directed by who
Start Entity:     The Gorgon
Gold Answer:      [['Edward Dmytryk', 'Paul Annett', 'Rodney Gibbons', 'Robin Hardy', 'Jesús Franco', 'Jim Clark', 'Alan Gibson', 'John Gilling', 'Gordon Hessler', 'Roy Ward Baker', 'Karl Freund', 'Steve Carver', 'Peter Sykes', 'William Butler', 'Terence Fisher', 'John Llewellyn Moxey', 'Stephen Sommers', 'Don Sharp', 'Peter Sasdy', 'Neil Jordan', 'Freddie Francis', 'Jeremy Summers', 'Kevin Connor', 'Guy Hamilton', 'Peter Duffell', 'Neil LaBute', 'Val Guest', 'Antti Jokinen', 'Robert Day', 'Sidney Lanfield', 'Fraser Clarke Heston', 'Eugenio Martín']]
Predicted Ans:    Terence Fisher
Predicted Path:   The Gorgon --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Terence Fisher
Path (Raw):       The Gorgon --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Hound of the Baskervilles --[directed_by]--> Terence Fisher
Neg LogProb(↓):   1.313199
Path Entropy(↓):  2.961394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of requiem for a heavyweight
Start Entity:     Requiem for a Heavyweight
Gold Answer:      [['Maurice Evans', 'Van Heflin', 'Walter Pidgeon', 'Fredric March', 'Sterling Hayden', 'Charlton Heston', 'Roddy McDowall', 'Eva Marie Saint', 'Barbara Ann Teer', 'Wendell Corey', 'Michael Clarke Duncan', 'Virna Lisi', 'Paul Newman', 'Eugene Levy', 'Kim Hunter', 'Burt Lancaster', 'Ed Begley', 'James Earl Jones', 'Kirk Douglas', 'Ava Gardner', 'Everett Sloane', 'Mark Wahlberg', 'Tim Roth', 'Samuel L. Jackson', 'Ben Gazzara', 'Miguel Ferrer', 'Frank Sinatra', 'Helena Bonham Carter']]
Predicted Ans:    Charlton Heston
Predicted Path:   Requiem for a Heavyweight --[written_by]--> Rod Serling --[(INV) written_by]--> Planet of the Apes --[starred_actors]--> Charlton Heston
Path (Raw):       Requiem for a Heavyweight --[written_by]--> Rod Serling --[(INV) written_by]--> Planet of the Apes --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   1.201451
Path Entropy(↓):  2.151095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by john boles
Start Entity:     John Boles
Gold Answer:      [['Irving Cummings', 'James Whale', 'King Vidor', 'David Butler', 'Martin Scorsese', 'George Marshall', 'J. Searle Dawley', 'Philip Moeller']]
Predicted Ans:    Irving Cummings
Predicted Path:   John Boles --[(INV) starred_actors]--> Curly Top --[directed_by]--> Irving Cummings
Path (Raw):       John Boles --[No Operation]--> John Boles --[(INV) starred_actors]--> Curly Top --[directed_by]--> Irving Cummings
Neg LogProb(↓):   0.776216
Path Entropy(↓):  0.996226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by audrey tautou in
Start Entity:     Audrey Tautou
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Path (Raw):       Audrey Tautou --[No Operation]--> Audrey Tautou --[(INV) starred_actors]--> The Da Vinci Code --[in_language]--> French
Neg LogProb(↓):   0.001279
Path Entropy(↓):  0.010731
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by richard burton
Start Entity:     Richard Burton
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Path (Raw):       Richard Burton --[No Operation]--> Richard Burton --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[has_genre]--> Drama
Neg LogProb(↓):   0.717492
Path Entropy(↓):  1.117203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by eli roth
Start Entity:     Eli Roth
Gold Answer:      [['Nicolás López', 'Guillermo Amoedo', 'Quentin Tarantino']]
Predicted Ans:    Quentin Tarantino
Predicted Path:   Eli Roth --[(INV) starred_actors]--> Inglourious Basterds --[written_by]--> Quentin Tarantino
Path (Raw):       Eli Roth --[No Operation]--> Eli Roth --[(INV) starred_actors]--> Inglourious Basterds --[written_by]--> Quentin Tarantino
Neg LogProb(↓):   0.007675
Path Entropy(↓):  0.053181
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by adam dubin
Start Entity:     Adam Dubin
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adam Dubin --[(INV) directed_by]--> Stark Raving Black --[has_genre]--> Comedy
Path (Raw):       Adam Dubin --[No Operation]--> Adam Dubin --[(INV) directed_by]--> Stark Raving Black --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by ernest borgnine in
Start Entity:     Ernest Borgnine
Gold Answer:      [['Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure']]
Predicted Ans:    Action
Predicted Path:   Ernest Borgnine --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Path (Raw):       Ernest Borgnine --[No Operation]--> Ernest Borgnine --[(INV) starred_actors]--> Aces 'N' Eights --[has_genre]--> Action
Neg LogProb(↓):   1.129054
Path Entropy(↓):  2.050867
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed life of pi
Start Entity:     Life of Pi
Gold Answer:      [['Eric Bana', 'Randy Quaid', 'Kevin Kline', 'Joan Allen', 'Josh Lucas', 'Sigourney Weaver', 'Sihung Lung', 'Skeet Ulrich', 'Sam Elliott', 'May Chin', 'Kate Winslet', 'Heath Ledger', 'Michelle Yeoh', 'Jennifer Connelly', 'Jake Gyllenhaal', 'Tobey Maguire', 'Winston Chao']]
Predicted Ans:    Kate Winslet
Predicted Path:   Life of Pi --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[starred_actors]--> Kate Winslet
Path (Raw):       Life of Pi --[directed_by]--> Ang Lee --[(INV) directed_by]--> Sense and Sensibility --[starred_actors]--> Kate Winslet
Neg LogProb(↓):   0.075484
Path Entropy(↓):  0.268548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was mistress released
Start Entity:     Mistress
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Mistress --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Path (Raw):       Mistress --[release_year]--> 1992 --[(INV) release_year]--> Once Upon a Time in China II --[release_year]--> 1992
Neg LogProb(↓):   2.996018
Path Entropy(↓):  4.532161
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of harry alan towers
Start Entity:     Harry Alan Towers
Gold Answer:      [['Sax Rohmer', 'Agatha Christie']]
Predicted Ans:    Sax Rohmer
Predicted Path:   Harry Alan Towers --[(INV) written_by]--> The Brides of Fu Manchu --[written_by]--> Sax Rohmer
Path (Raw):       Harry Alan Towers --[No Operation]--> Harry Alan Towers --[(INV) written_by]--> The Brides of Fu Manchu --[written_by]--> Sax Rohmer
Neg LogProb(↓):   0.015593
Path Entropy(↓):  0.081577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film black knight starred which actors
Start Entity:     Black Knight
Gold Answer:      [['Tom Wilkinson', 'Martin Lawrence', 'Vincent Regan', 'Marsha Thomason']]
Predicted Ans:    Tom Wilkinson
Predicted Path:   Black Knight --[starred_actors]--> Tom Wilkinson --[(INV) starred_actors]--> RocknRolla --[starred_actors]--> Tom Wilkinson
Path (Raw):       Black Knight --[starred_actors]--> Tom Wilkinson --[(INV) starred_actors]--> RocknRolla --[starred_actors]--> Tom Wilkinson
Neg LogProb(↓):   1.036394
Path Entropy(↓):  1.916030
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by i got the hook up writers release
Start Entity:     I Got the Hook Up
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   I Got the Hook Up --[written_by]--> Master P --[(INV) written_by]--> Foolish --[release_year]--> 1999
Path (Raw):       I Got the Hook Up --[written_by]--> Master P --[(INV) written_by]--> Foolish --[release_year]--> 1999
Neg LogProb(↓):   0.016203
Path Entropy(↓):  0.082333
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie aks are written by who
Start Entity:     Aks
Gold Answer:      [['Rakeysh Omprakash Mehra', 'Prasoon Joshi']]
Predicted Ans:    Prasoon Joshi
Predicted Path:   Aks --[directed_by]--> Rakeysh Omprakash Mehra --[(INV) directed_by]--> Bhaag Milkha Bhaag --[written_by]--> Prasoon Joshi
Path (Raw):       Aks --[directed_by]--> Rakeysh Omprakash Mehra --[(INV) directed_by]--> Bhaag Milkha Bhaag --[written_by]--> Prasoon Joshi
Neg LogProb(↓):   1.008121
Path Entropy(↓):  1.348861
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film semi - pro were released in which years
Start Entity:     Semi-Pro
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '2015', '2007', '1998', '2009', '2010', '2004', '1994', '1995', '1996', '2012', '2011', '2013', '2005', '1991', '1999', '1945']]
Predicted Ans:    1999
Predicted Path:   Semi-Pro --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[release_year]--> 1999
Path (Raw):       Semi-Pro --[starred_actors]--> Woody Harrelson --[(INV) starred_actors]--> Play It to the Bone --[release_year]--> 1999
Neg LogProb(↓):   1.693438
Path Entropy(↓):  2.484173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in wings of hope
Start Entity:     Wings of Hope
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Wings of Hope --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Path (Raw):       Wings of Hope --[in_language]--> German --[(INV) in_language]--> Anatomy --[in_language]--> German
Neg LogProb(↓):   1.113781
Path Entropy(↓):  1.859314
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie revolutionary road are written by who
Start Entity:     Revolutionary Road
Gold Answer:      [['Anthony Swofford', 'Alan Ball', 'Dave Eggers', 'John Logan', 'Vendela Vida', 'Neal Purvis', 'David Self', 'Max Allan Collins', 'Robert Wade']]
Predicted Ans:    Dave Eggers
Predicted Path:   Revolutionary Road --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Away We Go --[written_by]--> Dave Eggers
Path (Raw):       Revolutionary Road --[directed_by]--> Sam Mendes --[(INV) directed_by]--> Away We Go --[written_by]--> Dave Eggers
Neg LogProb(↓):   0.038617
Path Entropy(↓):  0.196415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote full metal jacket
Start Entity:     Full Metal Jacket
Gold Answer:      [['1980', '1975', '1971', '1957', '1999', '1979', '1955', '1956']]
Predicted Ans:    1955
Predicted Path:   Full Metal Jacket --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Killer's Kiss --[release_year]--> 1955
Path (Raw):       Full Metal Jacket --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Killer's Kiss --[release_year]--> 1955
Neg LogProb(↓):   1.204924
Path Entropy(↓):  1.644708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the big bird cage fall under
Start Entity:     The Big Bird Cage
Gold Answer:      [['Drama', 'Horror', 'Crime', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Big Bird Cage --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[has_genre]--> Action
Path (Raw):       The Big Bird Cage --[starred_actors]--> Pam Grier --[(INV) starred_actors]--> Above the Law --[has_genre]--> Action
Neg LogProb(↓):   0.252994
Path Entropy(↓):  0.786453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of predator
Start Entity:     Predator
Gold Answer:      [['1968', '1988', '1975', '1990', '2003', '1992', '1993', '1999', '2002', '1986']]
Predicted Ans:    1999
Predicted Path:   Predator --[directed_by]--> John McTiernan --[(INV) directed_by]--> The 13th Warrior --[release_year]--> 1999
Path (Raw):       Predator --[directed_by]--> John McTiernan --[(INV) directed_by]--> The 13th Warrior --[release_year]--> 1999
Neg LogProb(↓):   0.152224
Path Entropy(↓):  0.676064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film between your legs were in which genres
Start Entity:     Between Your Legs
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Between Your Legs --[starred_actors]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[has_genre]--> Comedy
Path (Raw):       Between Your Legs --[starred_actors]--> Victoria Abril --[(INV) starred_actors]--> Don't Tempt Me --[has_genre]--> Comedy
Neg LogProb(↓):   0.339397
Path Entropy(↓):  0.836752
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of rocco and his brothers
Start Entity:     Rocco and His Brothers
Gold Answer:      [['Loretta Young', 'Farley Granger', 'Alida Valli', 'Helmut Berger', 'Alain Delon', 'Edward G. Robinson', 'Marcello Mastroianni', 'Orson Welles', 'Claudia Cardinale', 'Burt Lancaster', 'Silvana Mangano', 'Dirk Bogarde']]
Predicted Ans:    Burt Lancaster
Predicted Path:   Rocco and His Brothers --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Conversation Piece --[starred_actors]--> Burt Lancaster
Path (Raw):       Rocco and His Brothers --[directed_by]--> Luchino Visconti --[(INV) directed_by]--> Conversation Piece --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   0.168901
Path Entropy(↓):  0.620184
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in caddyshack ii
Start Entity:     Caddyshack II
Gold Answer:      [['Jackie Mason', 'Robert Stack', 'Dyan Cannon']]
Predicted Ans:    Rock Hudson
Predicted Path:   Caddyshack II --[starred_actors]--> Robert Stack --[(INV) starred_actors]--> Written on the Wind --[starred_actors]--> Rock Hudson
Path (Raw):       Caddyshack II --[starred_actors]--> Robert Stack --[(INV) starred_actors]--> Written on the Wind --[starred_actors]--> Rock Hudson
Neg LogProb(↓):   0.998304
Path Entropy(↓):  1.649928
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films starred by gustav frohlich
Start Entity:     Gustav Fröhlich
Gold Answer:      [['Animation']]
Predicted Ans:    Animation
Predicted Path:   Gustav Fröhlich --[(INV) starred_actors]--> Metropolis --[has_genre]--> Animation
Path (Raw):       Gustav Fröhlich --[No Operation]--> Gustav Fröhlich --[(INV) starred_actors]--> Metropolis --[has_genre]--> Animation
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does the giant claw fall under
Start Entity:     The Giant Claw
Gold Answer:      [['Horror']]
Predicted Ans:    sam katzman
Predicted Path:   The Giant Claw --[has_tags]--> sam katzman --[(INV) has_tags]--> The Giant Claw --[has_tags]--> sam katzman
Path (Raw):       The Giant Claw --[has_tags]--> sam katzman --[(INV) has_tags]--> The Giant Claw --[has_tags]--> sam katzman
Neg LogProb(↓):   1.122681
Path Entropy(↓):  1.003317
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What language is taken in
Start Entity:     Taken
Gold Answer:      [['English', 'French']]
Predicted Ans:    English
Predicted Path:   Taken --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Taken --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.329480
Path Entropy(↓):  2.595185
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of 16 years of alcohol
Start Entity:     16 Years of Alcohol
Gold Answer:      [['Dougray Scott', 'Alastair Mackenzie', 'James Anthony Pearson']]
Predicted Ans:    Kevin McKidd
Predicted Path:   16 Years of Alcohol --[directed_by]--> Richard Jobson --[(INV) directed_by]--> 16 Years of Alcohol --[starred_actors]--> Kevin McKidd
Path (Raw):       16 Years of Alcohol --[directed_by]--> Richard Jobson --[(INV) directed_by]--> 16 Years of Alcohol --[starred_actors]--> Kevin McKidd
Neg LogProb(↓):   0.045607
Path Entropy(↓):  0.203359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the film the immortal story
Start Entity:     The Immortal Story
Gold Answer:      [['Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   The Immortal Story --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Lady from Shanghai --[directed_by]--> Orson Welles
Path (Raw):       The Immortal Story --[directed_by]--> Orson Welles --[(INV) directed_by]--> The Lady from Shanghai --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.043119
Path Entropy(↓):  0.186520
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the stray dog director
Start Entity:     Stray Dog
Gold Answer:      [['Ingmar Bergman', 'Akira Kurosawa', 'Tsuneo Tomita']]
Predicted Ans:    Akira Kurosawa
Predicted Path:   Stray Dog --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[written_by]--> Akira Kurosawa
Path (Raw):       Stray Dog --[directed_by]--> Akira Kurosawa --[(INV) directed_by]--> Ran --[written_by]--> Akira Kurosawa
Neg LogProb(↓):   0.380065
Path Entropy(↓):  1.087865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Meatballs part ii, when was it released
Start Entity:     Meatballs Part II
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Meatballs Part II --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Path (Raw):       Meatballs Part II --[release_year]--> 1984 --[(INV) release_year]--> Irreconcilable Differences --[release_year]--> 1984
Neg LogProb(↓):   1.639233
Path Entropy(↓):  2.839177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by michael mfume fall under
Start Entity:     Michael Mfume
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Michael Mfume --[(INV) starred_actors]--> Ax 'Em --[has_genre]--> Horror
Path (Raw):       Michael Mfume --[No Operation]--> Michael Mfume --[(INV) starred_actors]--> Ax 'Em --[has_genre]--> Horror
Neg LogProb(↓):   0.000024
Path Entropy(↓):  0.000291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by larry blamire
Start Entity:     Larry Blamire
Gold Answer:      [['Mystery']]
Predicted Ans:    Mystery
Predicted Path:   Larry Blamire --[(INV) directed_by]--> Dark and Stormy Night --[has_genre]--> Mystery
Path (Raw):       Larry Blamire --[No Operation]--> Larry Blamire --[(INV) directed_by]--> Dark and Stormy Night --[has_genre]--> Mystery
Neg LogProb(↓):   0.213104
Path Entropy(↓):  0.489006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film prefontaine
Start Entity:     Prefontaine
Gold Answer:      [['Steve James', 'Eugene Corr']]
Predicted Ans:    Eugene Corr
Predicted Path:   Prefontaine --[written_by]--> Eugene Corr --[(INV) written_by]--> Never Cry Wolf --[written_by]--> Eugene Corr
Path (Raw):       Prefontaine --[written_by]--> Eugene Corr --[(INV) written_by]--> Never Cry Wolf --[written_by]--> Eugene Corr
Neg LogProb(↓):   0.757845
Path Entropy(↓):  1.328352
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by fredi m. murer
Start Entity:     Fredi M. Murer
Gold Answer:      [['Urs Jucker', 'Julika Jenkins', 'Teo Gheorghiu']]
Predicted Ans:    Urs Jucker
Predicted Path:   Fredi M. Murer --[(INV) written_by]--> Vitus --[starred_actors]--> Urs Jucker
Path (Raw):       Fredi M. Murer --[No Operation]--> Fredi M. Murer --[(INV) written_by]--> Vitus --[starred_actors]--> Urs Jucker
Neg LogProb(↓):   0.032189
Path Entropy(↓):  0.154460
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie cannonball run ii, when was it released
Start Entity:     Cannonball Run II
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Cannonball Run II --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Path (Raw):       Cannonball Run II --[release_year]--> 1984 --[(INV) release_year]--> Alphabet City --[release_year]--> 1984
Neg LogProb(↓):   1.956805
Path Entropy(↓):  3.140513
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie madame rosa were in which languages
Start Entity:     Madame Rosa
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Madame Rosa --[written_by]--> Romain Gary --[(INV) written_by]--> The Longest Day --[in_language]--> French
Path (Raw):       Madame Rosa --[written_by]--> Romain Gary --[(INV) written_by]--> The Longest Day --[in_language]--> French
Neg LogProb(↓):   0.363619
Path Entropy(↓):  0.615838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by john henshaw
Start Entity:     John Henshaw
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Henshaw --[(INV) starred_actors]--> The Angels' Share --[has_genre]--> Comedy
Path (Raw):       John Henshaw --[No Operation]--> John Henshaw --[(INV) starred_actors]--> The Angels' Share --[has_genre]--> Comedy
Neg LogProb(↓):   0.442023
Path Entropy(↓):  0.651828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film t - men were in which genres
Start Entity:     T-Men
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   T-Men --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Men in War --[has_genre]--> War
Path (Raw):       T-Men --[directed_by]--> Anthony Mann --[(INV) directed_by]--> Men in War --[has_genre]--> War
Neg LogProb(↓):   0.751178
Path Entropy(↓):  1.084886
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with kelly lebrock
Start Entity:     Kelly LeBrock
Gold Answer:      [['Frederick Coffin', 'Anthony Michael Hall', 'William Sadler', 'Steven Seagal']]
Predicted Ans:    Anthony Michael Hall
Predicted Path:   Kelly LeBrock --[(INV) starred_actors]--> Weird Science --[starred_actors]--> Anthony Michael Hall
Path (Raw):       Kelly LeBrock --[No Operation]--> Kelly LeBrock --[(INV) starred_actors]--> Weird Science --[starred_actors]--> Anthony Michael Hall
Neg LogProb(↓):   0.000216
Path Entropy(↓):  0.002054
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of a hard day's night
Start Entity:     A Hard Day's Night
Gold Answer:      [['Richard Pryor', 'Margaret Rutherford', 'Oliver Reed', 'Buster Keaton', 'Charlie Sheen', 'Lana Turner', 'Roy Kinnear', 'John Lennon', 'Kaye Ballard', 'Brooke Adams', 'Michael Crawford', 'Lee Montague', 'Jerry Stiller', 'Matthew Macfadyen', 'Alan Bates', "Chris O'Donnell", 'Florinda Bolkan', 'Rita Moreno', 'Paul McCartney', 'Zero Mostel', 'Robert Shaw', 'Ned Beatty', 'Kiefer Sutherland', 'Don Ameche', 'Gene Hackman', 'Audrey Hepburn', 'Malcolm McDowell', 'Ron Moody', 'David Kossoff', 'Richard Harris', 'Sean Connery', 'George C. Scott', 'Julie Christie', 'George Harrison', 'Arthur Hill', 'Richard Chamberlain', 'The Beatles', 'Gene Kelly', 'Milla Jovovich', 'Bernard Cribbins', 'Phil Silvers', 'Jack Weston', 'Christopher Reeve', 'Oliver Platt', 'The Ritz Brothers']]
Predicted Ans:    Buster Keaton
Predicted Path:   A Hard Day's Night --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Path (Raw):       A Hard Day's Night --[directed_by]--> Richard Lester --[(INV) directed_by]--> A Funny Thing Happened on the Way to the Forum --[starred_actors]--> Buster Keaton
Neg LogProb(↓):   0.279562
Path Entropy(↓):  0.842936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed games
Start Entity:     Games
Gold Answer:      [['1966', '1961', '1965']]
Predicted Ans:    1967
Predicted Path:   Games --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Games --[release_year]--> 1967
Path (Raw):       Games --[directed_by]--> Curtis Harrington --[(INV) directed_by]--> Games --[release_year]--> 1967
Neg LogProb(↓):   0.633847
Path Entropy(↓):  1.205058
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose screenwriters also wrote begin again
Start Entity:     Begin Again
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Begin Again --[written_by]--> John Carney --[(INV) written_by]--> On the Edge --[release_year]--> 2001
Path (Raw):       Begin Again --[written_by]--> John Carney --[(INV) written_by]--> On the Edge --[release_year]--> 2001
Neg LogProb(↓):   0.162511
Path Entropy(↓):  0.428052
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of haunted honeymoon
Start Entity:     Haunted Honeymoon
Gold Answer:      [['Gene Wilder', 'Mel Brooks', 'Arthur Hiller']]
Predicted Ans:    Gene Wilder
Predicted Path:   Haunted Honeymoon --[written_by]--> Gene Wilder --[(INV) written_by]--> The Adventure of Sherlock Holmes' Smarter Brother --[directed_by]--> Gene Wilder
Path (Raw):       Haunted Honeymoon --[written_by]--> Gene Wilder --[(INV) written_by]--> The Adventure of Sherlock Holmes' Smarter Brother --[directed_by]--> Gene Wilder
Neg LogProb(↓):   0.030885
Path Entropy(↓):  0.138261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of young frankenstein also starred in which films
Start Entity:     Young Frankenstein
Gold Answer:      [['Stir Crazy', 'The Dream Team', 'The Shadow', 'The Scarecrow', 'Start the Revolution Without Me', 'Men of Respect', "Betsy's Wedding", 'Mixed Nuts', 'Clue', 'See No Evil, Hear No Evil', 'Outland', "The World's Greatest Lover", 'While You Were Sleeping', 'The Frisco Kid', 'The Producers', 'The Woman in Red', 'First Family', 'Funny About Love', 'Hardcore', 'The Friends of Eddie Coyle', 'Hanky Panky', "The Brink's Job", "The Adventure of Sherlock Holmes' Smarter Brother", 'Where the Buffalo Roam', 'Haunted Honeymoon', 'Blazing Saddles', 'The Candidate', 'Slither', 'Hammett', 'Solar Crisis', 'Another You', 'High Anxiety', 'Silver Streak', 'Quackser Fortune Has a Cousin in the Bronx', 'The Last Remake of Beau Geste', "What's Up, Doc?"]]
Predicted Ans:    Blazing Saddles
Predicted Path:   Young Frankenstein --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles
Path (Raw):       Young Frankenstein --[No Operation]--> Young Frankenstein --[starred_actors]--> Gene Wilder --[(INV) starred_actors]--> Blazing Saddles
Neg LogProb(↓):   0.473097
Path Entropy(↓):  0.960525
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The house i live in is a film written by this person
Start Entity:     The House I Live In
Gold Answer:      [['Eugene Jarecki']]
Predicted Ans:    Eugene Jarecki
Predicted Path:   The House I Live In --[written_by]--> Eugene Jarecki --[(INV) written_by]--> The House I Live In --[written_by]--> Eugene Jarecki
Path (Raw):       The House I Live In --[written_by]--> Eugene Jarecki --[(INV) written_by]--> The House I Live In --[written_by]--> Eugene Jarecki
Neg LogProb(↓):   0.033380
Path Entropy(↓):  0.157332
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of scaramouche
Start Entity:     Scaramouche
Gold Answer:      [['Fred Astaire', 'Judy Garland', 'Tyrone Power', 'Angela Lansbury', 'Maureen Stapleton', 'John Hodiak', 'Lana Turner', 'Basil Rathbone', 'Red Skelton', 'Esther Williams', 'Charles Laughton', 'Stewart Granger', 'Kathryn Grayson', 'José Iturbi', 'Lucille Bremer', 'Fanny Brice', 'Lucille Ball', 'Joe E. Brown', 'Kim Novak', 'Janet Leigh', 'Rita Hayworth', 'Anthony Franciosa', 'Gene Kelly', 'Ava Gardner', 'Jean Simmons', 'Betty Hutton', 'Cantinflas', 'Ray Bolger', 'Frank Sinatra', 'Spencer Tracy', 'Howard Keel', 'Dick Van Dyke']]
Predicted Ans:    Kim Novak
Predicted Path:   Scaramouche --[directed_by]--> George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[starred_actors]--> Kim Novak
Path (Raw):       Scaramouche --[directed_by]--> George Sidney --[(INV) directed_by]--> The Eddy Duchin Story --[starred_actors]--> Kim Novak
Neg LogProb(↓):   0.077513
Path Entropy(↓):  0.393071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of homework
Start Entity:     Homework
Gold Answer:      [['The White Balloon', 'The Traveler', 'Ten', 'Like Someone in Love', 'The Report', 'Crimson Gold', 'Life, and Nothing More...', 'Close-Up', 'Taste of Cherry', 'Tickets', 'Certified Copy', 'The Wind Will Carry Us', 'Through the Olive Trees']]
Predicted Ans:    Life, and Nothing More...
Predicted Path:   Homework --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More...
Path (Raw):       Homework --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[No Operation]--> Life, and Nothing More...
Neg LogProb(↓):   0.741960
Path Entropy(↓):  1.253238
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in yutaka hayashi acted films
Start Entity:     Yutaka Hayashi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Yutaka Hayashi --[(INV) starred_actors]--> Godzilla vs. Megalon --[in_language]--> Japanese
Path (Raw):       Yutaka Hayashi --[No Operation]--> Yutaka Hayashi --[(INV) starred_actors]--> Godzilla vs. Megalon --[in_language]--> Japanese
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of my friends
Start Entity:     My Friends
Gold Answer:      [["Boccaccio '70", 'An Average Little Man', 'The Organizer', 'Lady Liberty', 'The Great War', 'Big Deal on Madonna Street', 'Casanova 70', 'Parenti serpenti']]
Predicted Ans:    Casanova 70
Predicted Path:   My Friends --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Casanova 70
Path (Raw):       My Friends --[No Operation]--> My Friends --[directed_by]--> Mario Monicelli --[(INV) directed_by]--> Casanova 70
Neg LogProb(↓):   0.609477
Path Entropy(↓):  1.651630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie ride the high country
Start Entity:     Ride the High Country
Gold Answer:      [['national film registry', 'randolph scott', 'bd-r', 'sam peckinpah']]
Predicted Ans:    randolph scott
Predicted Path:   Ride the High Country --[has_tags]--> randolph scott --[(INV) has_tags]--> Ride the High Country --[has_tags]--> randolph scott
Path (Raw):       Ride the High Country --[has_tags]--> randolph scott --[(INV) has_tags]--> Ride the High Country --[has_tags]--> randolph scott
Neg LogProb(↓):   0.014059
Path Entropy(↓):  0.086325
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of last stand at saber river
Start Entity:     Last Stand at Saber River
Gold Answer:      [['Robert Forster', 'Jennifer Lopez', 'Mickey Rourke', 'Richard Boone', 'Clint Eastwood', 'Charlie Sheen', 'Randolph Scott', "Maureen O'Sullivan", 'John Travolta', 'Burt Reynolds', 'George Clooney', 'Fredric March', 'Vanity', 'Pam Grier', 'Owen Wilson', 'Diane Lane', 'Paul Newman', 'Robert Duvall', 'Danny DeVito', 'Roy Scheider', 'Gene Hackman', 'Burt Lancaster', 'Gina Gershon', 'Bridget Fonda', 'Charles Bronson', 'Diane Cilento', 'Samuel L. Jackson', 'Susan Clark', 'Jon Cypher', 'Rene Russo', 'Kelly McGillis', 'Peter Weller', 'Thomas Jane']]
Predicted Ans:    Burt Reynolds
Predicted Path:   Last Stand at Saber River --[written_by]--> Elmore Leonard --[(INV) written_by]--> Stick --[starred_actors]--> Burt Reynolds
Path (Raw):       Last Stand at Saber River --[written_by]--> Elmore Leonard --[(INV) written_by]--> Stick --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   0.894383
Path Entropy(↓):  1.547693
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote timecode
Start Entity:     Timecode
Gold Answer:      [['1995', '1988', '1997', '2001', '1991', '1999', '1967']]
Predicted Ans:    1991
Predicted Path:   Timecode --[written_by]--> Mike Figgis --[(INV) written_by]--> Liebestraum --[release_year]--> 1991
Path (Raw):       Timecode --[written_by]--> Mike Figgis --[(INV) written_by]--> Liebestraum --[release_year]--> 1991
Neg LogProb(↓):   0.893150
Path Entropy(↓):  1.410136
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does walter steiner act in
Start Entity:     Walter Steiner
Gold Answer:      [['The Great Ecstasy of Woodcarver Steiner']]
Predicted Ans:    The Great Ecstasy of Woodcarver Steiner
Predicted Path:   Walter Steiner --[(INV) starred_actors]--> The Great Ecstasy of Woodcarver Steiner --[starred_actors]--> Walter Steiner --[(INV) starred_actors]--> The Great Ecstasy of Woodcarver Steiner
Path (Raw):       Walter Steiner --[(INV) starred_actors]--> The Great Ecstasy of Woodcarver Steiner --[starred_actors]--> Walter Steiner --[(INV) starred_actors]--> The Great Ecstasy of Woodcarver Steiner
Neg LogProb(↓):   0.000082
Path Entropy(↓):  0.000855
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of buona sera, mrs. campbell
Start Entity:     Buona Sera, Mrs. Campbell
Gold Answer:      [['Richard Lester', 'Hal Walker', 'Norman Panama', 'Melvin Frank', 'Stanley Donen', 'Sidney Lanfield']]
Predicted Ans:    Richard Lester
Predicted Path:   Buona Sera, Mrs. Campbell --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Path (Raw):       Buona Sera, Mrs. Campbell --[written_by]--> Melvin Frank --[(INV) written_by]--> A Funny Thing Happened on the Way to the Forum --[directed_by]--> Richard Lester
Neg LogProb(↓):   0.567613
Path Entropy(↓):  1.272882
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by nobody knows writers
Start Entity:     Nobody Knows
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Nobody Knows --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[has_genre]--> Drama
Path (Raw):       Nobody Knows --[written_by]--> Hirokazu Koreeda --[(INV) written_by]--> Nobody Knows --[has_genre]--> Drama
Neg LogProb(↓):   0.238403
Path Entropy(↓):  0.519353
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was legend released
Start Entity:     Legend
Gold Answer:      [['1985']]
Predicted Ans:    1985
Predicted Path:   Legend --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Path (Raw):       Legend --[release_year]--> 1985 --[(INV) release_year]--> Dreamchild --[release_year]--> 1985
Neg LogProb(↓):   2.559090
Path Entropy(↓):  3.981391
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of out of sight
Start Entity:     Out of Sight
Gold Answer:      [['Stick', 'Mr. Majestyk', 'Get Shorty', 'The Big Bounce', '52 Pick-Up', 'Last Stand at Saber River', 'Valdez Is Coming', 'Joe Kidd', 'Life of Crime', 'Hombre', 'Be Cool', 'Touch', 'Cat Chaser', 'Killshot', 'The Tall T', 'Jackie Brown']]
Predicted Ans:    The Big Bounce
Predicted Path:   Out of Sight --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Big Bounce
Path (Raw):       Out of Sight --[No Operation]--> Out of Sight --[written_by]--> Elmore Leonard --[(INV) written_by]--> The Big Bounce
Neg LogProb(↓):   0.327625
Path Entropy(↓):  1.083869
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by vanessa angel were released in which years
Start Entity:     Vanessa Angel
Gold Answer:      [['1996', '2004']]
Predicted Ans:    2004
Predicted Path:   Vanessa Angel --[(INV) starred_actors]--> Puppet Master vs Demonic Toys --[release_year]--> 2004
Path (Raw):       Vanessa Angel --[No Operation]--> Vanessa Angel --[(INV) starred_actors]--> Puppet Master vs Demonic Toys --[release_year]--> 2004
Neg LogProb(↓):   0.005488
Path Entropy(↓):  0.033967
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of leave it to beaver were directed by who
Start Entity:     Leave It to Beaver
Gold Answer:      [['Martin Scorsese']]
Predicted Ans:    Martin Scorsese
Predicted Path:   Leave It to Beaver --[written_by]--> Joe Connelly --[(INV) written_by]--> Bringing Out the Dead --[directed_by]--> Martin Scorsese
Path (Raw):       Leave It to Beaver --[written_by]--> Joe Connelly --[(INV) written_by]--> Bringing Out the Dead --[directed_by]--> Martin Scorsese
Neg LogProb(↓):   0.018898
Path Entropy(↓):  0.093158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the fall of the roman empire starred who
Start Entity:     The Fall of the Roman Empire
Gold Answer:      [['Mercedes McCambridge', 'Aldo Ray', 'Sophia Loren', 'James Stewart', 'William Bendix', 'Anthony Quinn', 'David Niven', "Cathy O'Donnell", 'Charlton Heston', 'Sterling Hayden', 'Paolo Stoppa', 'Jeremy Kemp', 'Ingrid Bergman', 'George Peppard', 'Irina Demick', 'Donald Crisp', 'Henry Scott', 'Sammy Davis Jr.', 'Joan Crawford', 'Robert Ryan', 'Scott Brady', 'Ursula Andress', 'Kirk Douglas', 'Ava Gardner', 'Humphrey Bogart', 'Eleanor Parker', 'James Mason', 'Eartha Kitt', 'Arthur Kennedy']]
Predicted Ans:    Robert Ryan
Predicted Path:   The Fall of the Roman Empire --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[starred_actors]--> Robert Ryan
Path (Raw):       The Fall of the Roman Empire --[written_by]--> Philip Yordan --[(INV) written_by]--> Men in War --[starred_actors]--> Robert Ryan
Neg LogProb(↓):   0.410182
Path Entropy(↓):  1.138644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the american
Start Entity:     The American
Gold Answer:      [['George Clooney', 'Irina Björklund']]
Predicted Ans:    George Clooney
Predicted Path:   The American --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The American --[starred_actors]--> George Clooney
Path (Raw):       The American --[starred_actors]--> George Clooney --[(INV) starred_actors]--> The American --[starred_actors]--> George Clooney
Neg LogProb(↓):   0.664192
Path Entropy(↓):  0.751035
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by marta etura
Start Entity:     Marta Etura
Gold Answer:      [['Italian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Marta Etura --[(INV) starred_actors]--> Eva --[in_language]--> Italian
Path (Raw):       Marta Etura --[No Operation]--> Marta Etura --[(INV) starred_actors]--> Eva --[in_language]--> Italian
Neg LogProb(↓):   0.274441
Path Entropy(↓):  0.551083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of hardcore
Start Entity:     Hardcore
Gold Answer:      [['Richard Pryor', 'Dana Delany', 'Jeff Goldblum', 'Harvey Keitel', 'Gena Rowlands', 'Ving Rhames', 'Gretchen Mol', 'Nick Nolte', 'Willem Dafoe', 'Jane Randolph', 'Greg Kinnear', 'Richard Gere', 'Rupert Everett', 'Christopher Walken', 'Yaphet Kotto', 'Natasha Richardson', 'Ray Liotta', 'Susan Sarandon', 'Tom Conway', 'Ayelet Zurer', 'Gina Gershon', 'Lindsay Lohan', 'Amanda Brooks', 'James Deen', 'Nastassja Kinski', 'Michael J. Fox', 'Joseph Fiennes', 'Joan Jett', 'Kent Smith', 'Simone Simon', 'Derek Jacobi', 'Helen Mirren']]
Predicted Ans:    Willem Dafoe
Predicted Path:   Hardcore --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[starred_actors]--> Willem Dafoe
Path (Raw):       Hardcore --[directed_by]--> Paul Schrader --[(INV) directed_by]--> Light Sleeper --[starred_actors]--> Willem Dafoe
Neg LogProb(↓):   0.112753
Path Entropy(↓):  0.376126
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in unfaithful
Start Entity:     Unfaithful
Gold Answer:      [['Richard Gere', 'Diane Lane', 'Olivier Martinez']]
Predicted Ans:    Richard Gere
Predicted Path:   Unfaithful --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Path (Raw):       Unfaithful --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> The Mothman Prophecies --[starred_actors]--> Richard Gere
Neg LogProb(↓):   0.007495
Path Entropy(↓):  0.046900
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie yellow submarine were in which genres
Start Entity:     Yellow Submarine
Gold Answer:      [['Adventure', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Yellow Submarine --[starred_actors]--> The Beatles --[(INV) starred_actors]--> A Hard Day's Night --[has_genre]--> Comedy
Path (Raw):       Yellow Submarine --[starred_actors]--> The Beatles --[(INV) starred_actors]--> A Hard Day's Night --[has_genre]--> Comedy
Neg LogProb(↓):   0.416036
Path Entropy(↓):  0.881158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the film carnage
Start Entity:     Carnage
Gold Answer:      [['Roman Polanski']]
Predicted Ans:    Roman Polanski
Predicted Path:   Carnage --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Venus in Fur --[directed_by]--> Roman Polanski
Path (Raw):       Carnage --[directed_by]--> Roman Polanski --[(INV) directed_by]--> Venus in Fur --[directed_by]--> Roman Polanski
Neg LogProb(↓):   0.569623
Path Entropy(↓):  1.240281
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film a shine of rainbows was directed by who
Start Entity:     A Shine of Rainbows
Gold Answer:      [['Vic Sarin']]
Predicted Ans:    Vic Sarin
Predicted Path:   A Shine of Rainbows --[directed_by]--> Vic Sarin --[(INV) directed_by]--> A Shine of Rainbows --[directed_by]--> Vic Sarin
Path (Raw):       A Shine of Rainbows --[directed_by]--> Vic Sarin --[(INV) directed_by]--> A Shine of Rainbows --[directed_by]--> Vic Sarin
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of the brain
Start Entity:     The Brain
Gold Answer:      [['Gérard Oury', 'Barbra Streisand']]
Predicted Ans:    Gérard Oury
Predicted Path:   The Brain --[written_by]--> Gérard Oury --[(INV) written_by]--> The Sucker --[directed_by]--> Gérard Oury
Path (Raw):       The Brain --[written_by]--> Gérard Oury --[(INV) written_by]--> The Sucker --[directed_by]--> Gérard Oury
Neg LogProb(↓):   0.018757
Path Entropy(↓):  0.098799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by muriel resnik
Start Entity:     Muriel Resnik
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Muriel Resnik --[(INV) written_by]--> Any Wednesday --[has_genre]--> Comedy
Path (Raw):       Muriel Resnik --[No Operation]--> Muriel Resnik --[(INV) written_by]--> Any Wednesday --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with norwegian wood fall under
Start Entity:     Norwegian Wood
Gold Answer:      [['Music']]
Predicted Ans:    Drama
Predicted Path:   Norwegian Wood --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[has_genre]--> Drama
Path (Raw):       Norwegian Wood --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> Norwegian Wood --[has_genre]--> Drama
Neg LogProb(↓):   0.000761
Path Entropy(↓):  0.007102
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films directed by jeffrey friedman
Start Entity:     Jeffrey Friedman
Gold Answer:      [['Rob Epstein', 'Vito Russo', 'Andy Bellin']]
Predicted Ans:    Jeffrey Friedman
Predicted Path:   Jeffrey Friedman --[(INV) directed_by]--> Paragraph 175 --[directed_by]--> Jeffrey Friedman
Path (Raw):       Jeffrey Friedman --[No Operation]--> Jeffrey Friedman --[(INV) directed_by]--> Paragraph 175 --[directed_by]--> Jeffrey Friedman
Neg LogProb(↓):   0.047808
Path Entropy(↓):  0.190815
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share writers with the film made for each other
Start Entity:     Made for Each Other
Gold Answer:      [['1996', '1970']]
Predicted Ans:    1970
Predicted Path:   Made for Each Other --[written_by]--> Joseph Bologna --[(INV) written_by]--> Lovers and Other Strangers --[release_year]--> 1970
Path (Raw):       Made for Each Other --[written_by]--> Joseph Bologna --[(INV) written_by]--> Lovers and Other Strangers --[release_year]--> 1970
Neg LogProb(↓):   0.515542
Path Entropy(↓):  0.971392
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of public access were directed by who
Start Entity:     Public Access
Gold Answer:      [['Christopher McQuarrie', 'Bryan Singer']]
Predicted Ans:    Christopher McQuarrie
Predicted Path:   Public Access --[written_by]--> Christopher McQuarrie --[(INV) directed_by]--> Jack Reacher --[directed_by]--> Christopher McQuarrie
Path (Raw):       Public Access --[written_by]--> Christopher McQuarrie --[(INV) directed_by]--> Jack Reacher --[directed_by]--> Christopher McQuarrie
Neg LogProb(↓):   0.293852
Path Entropy(↓):  0.800697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with outcast of the islands in
Start Entity:     Outcast of the Islands
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Outcast of the Islands --[starred_actors]--> Trevor Howard --[(INV) starred_actors]--> The Night Visitor --[in_language]--> English
Path (Raw):       Outcast of the Islands --[starred_actors]--> Trevor Howard --[(INV) starred_actors]--> The Night Visitor --[in_language]--> English
Neg LogProb(↓):   0.410933
Path Entropy(↓):  0.836713
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was strangers when we meet released
Start Entity:     Strangers When We Meet
Gold Answer:      [['1960']]
Predicted Ans:    1960
Predicted Path:   Strangers When We Meet --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Path (Raw):       Strangers When We Meet --[release_year]--> 1960 --[(INV) release_year]--> The Bellboy --[release_year]--> 1960
Neg LogProb(↓):   1.996559
Path Entropy(↓):  3.730872
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the titfield thunderbolt were in which genres
Start Entity:     The Titfield Thunderbolt
Gold Answer:      [['Thriller', 'Horror', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Titfield Thunderbolt --[directed_by]--> Charles Crichton --[(INV) directed_by]--> The Lavender Hill Mob --[has_genre]--> Comedy
Path (Raw):       The Titfield Thunderbolt --[directed_by]--> Charles Crichton --[(INV) directed_by]--> The Lavender Hill Mob --[has_genre]--> Comedy
Neg LogProb(↓):   0.958612
Path Entropy(↓):  1.360119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with american heart in
Start Entity:     American Heart
Gold Answer:      [['Dutch', 'English', 'French']]
Predicted Ans:    English
Predicted Path:   American Heart --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Path (Raw):       American Heart --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> Wild Bill --[in_language]--> English
Neg LogProb(↓):   0.000721
Path Entropy(↓):  0.006423
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by teacher's pet actors
Start Entity:     Teacher's Pet
Gold Answer:      [['Sam Wood', 'Edward Dmytryk', 'Tay Garnett', 'John Huston', 'Dick Maas', 'William A. Wellman', 'Gordon Douglas', 'Richard Quine', 'Carol Reed', 'George Abbott', 'Roy Del Ruth', 'Frank Tashlin', 'Frank Borzage', 'Gottfried Reinhardt', 'Lewis Milestone', 'King Vidor', 'Raoul Walsh', 'John Ford', 'Ken Annakin', 'Vincent Sherman', 'Melville Shavelson', 'Frank Lloyd', 'Michael Curtiz', 'S. Sylvan Simon', 'Frank Capra', 'Howard Hawks', 'David Miller', 'Michael Gordon', 'Wesley Ruggles', 'Edward Ludwig', 'Curtis Bernhardt', 'Mitchell Leisen', 'W.S. Van Dyke', 'Alfred Santell', 'Hy Averback', 'Charles Walters', 'Tom Hooper', 'Victor Fleming', 'Peter Godfrey', 'Alfred Hitchcock', 'Gene Kelly', 'Delbert Mann', 'Melvin Frank', 'Jack Conway', 'Sydney Pollack', 'Andrew L. Stone', 'Ralph Levy', 'Norman Jewison', 'Charles Vidor', 'David Butler', 'Lewis Seiler', 'Clarence Brown', 'Robert Z. Leonard', 'Stuart Heisler']]
Predicted Ans:    Charles Walters
Predicted Path:   Teacher's Pet --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Path (Raw):       Teacher's Pet --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Neg LogProb(↓):   0.617753
Path Entropy(↓):  1.579441
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie stolen kisses in
Start Entity:     Stolen Kisses
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Stolen Kisses --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Stolen Kisses --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.743337
Path Entropy(↓):  3.018989
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in hideo gosha written movies
Start Entity:     Hideo Gosha
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Hideo Gosha --[(INV) written_by]--> Three Outlaw Samurai --[in_language]--> Japanese
Path (Raw):       Hideo Gosha --[No Operation]--> Hideo Gosha --[(INV) written_by]--> Three Outlaw Samurai --[in_language]--> Japanese
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriter wrote the script for dorian blues
Start Entity:     Dorian Blues
Gold Answer:      [['Tennyson Bardwell']]
Predicted Ans:    Tennyson Bardwell
Predicted Path:   Dorian Blues --[written_by]--> Tennyson Bardwell --[(INV) written_by]--> Dorian Blues --[written_by]--> Tennyson Bardwell
Path (Raw):       Dorian Blues --[written_by]--> Tennyson Bardwell --[(INV) written_by]--> Dorian Blues --[written_by]--> Tennyson Bardwell
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by zack ward
Start Entity:     Zack Ward
Gold Answer:      [['Uwe Boll']]
Predicted Ans:    Uwe Boll
Predicted Path:   Zack Ward --[(INV) starred_actors]--> Postal --[directed_by]--> Uwe Boll
Path (Raw):       Zack Ward --[No Operation]--> Zack Ward --[(INV) starred_actors]--> Postal --[directed_by]--> Uwe Boll
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director of 13 tzameti
Start Entity:     13 Tzameti
Gold Answer:      [['Jason Statham', 'Sam Riley']]
Predicted Ans:    Jason Statham
Predicted Path:   13 Tzameti --[directed_by]--> Géla Babluani --[(INV) directed_by]--> 13 --[starred_actors]--> Jason Statham
Path (Raw):       13 Tzameti --[directed_by]--> Géla Babluani --[(INV) directed_by]--> 13 --[starred_actors]--> Jason Statham
Neg LogProb(↓):   0.006421
Path Entropy(↓):  0.038864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of dogtooth
Start Entity:     Dogtooth
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dogtooth --[directed_by]--> Yorgos Lanthimos --[(INV) directed_by]--> Dogtooth --[has_genre]--> Drama
Path (Raw):       Dogtooth --[directed_by]--> Yorgos Lanthimos --[(INV) directed_by]--> Dogtooth --[has_genre]--> Drama
Neg LogProb(↓):   0.010581
Path Entropy(↓):  0.058483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by henri verneuil
Start Entity:     Henri Verneuil
Gold Answer:      [['Antoine Blondin', 'David Goodis']]
Predicted Ans:    Antoine Blondin
Predicted Path:   Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[written_by]--> Antoine Blondin
Path (Raw):       Henri Verneuil --[No Operation]--> Henri Verneuil --[(INV) directed_by]--> A Monkey in Winter --[written_by]--> Antoine Blondin
Neg LogProb(↓):   0.202212
Path Entropy(↓):  0.626627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of down argentine way
Start Entity:     Down Argentine Way
Gold Answer:      [['Poor Little Rich Girl', 'Belle Starr', 'Little Miss Broadway', 'Curly Top', 'In Old Arizona', 'Double Dynamite', 'Just Around the Corner']]
Predicted Ans:    Little Miss Broadway
Predicted Path:   Down Argentine Way --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Little Miss Broadway
Path (Raw):       Down Argentine Way --[No Operation]--> Down Argentine Way --[directed_by]--> Irving Cummings --[(INV) directed_by]--> Little Miss Broadway
Neg LogProb(↓):   0.499267
Path Entropy(↓):  1.419105
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by cillian murphy
Start Entity:     cillian murphy
Gold Answer:      [['On the Edge', 'Breakfast on Pluto', 'The Wind That Shakes the Barley', 'Red Eye', 'Sunshine', 'Intermission', 'Retreat', 'Red Lights', 'Watching the Detectives', 'Disco Pigs', 'The Edge of Love', 'Girl with a Pearl Earring', 'Inception']]
Predicted Ans:    Watching the Detectives
Predicted Path:   cillian murphy --[(INV) has_tags]--> Watching the Detectives --[has_tags]--> lucy liu --[(INV) has_tags]--> Watching the Detectives
Path (Raw):       cillian murphy --[(INV) has_tags]--> Watching the Detectives --[has_tags]--> lucy liu --[(INV) has_tags]--> Watching the Detectives
Neg LogProb(↓):   0.352818
Path Entropy(↓):  1.064853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie gladiator are directed by who
Start Entity:     Gladiator
Gold Answer:      [['RZA', 'Philip Kaufman', 'Gregor Jordan', 'Brett Leonard', 'Joseph Ruben', 'Geoff Burton', 'Kevin Dowling', 'Aaron Kim Johnston', 'Don Medford', 'John Polson', 'Paul Haggis', 'Michael Mann', 'Moustapha Akkad', 'Taylor Hackford', 'Basil Dearden', 'James Mangold', 'Clare Peploe', 'Geoffrey Wright', 'Paul Thomas Anderson', 'Thomas Vinterberg', 'Warwick Ross', 'Nicolas Roeg', 'James Gray', 'Jonathan Miller', 'John Madden', 'Ron Howard', 'David Roach', 'Claude Lelouch', 'Michael Campus', 'Jocelyn Moorhouse', 'Philip Haas', 'Mark Romanek', 'Bille August', 'Olivier Assayas', 'Ridley Scott', 'Raymond Bernard', 'Ken Russell', 'Dan Curtis', 'Gus Van Sant', 'Casey Affleck', 'Terry Gilliam', 'Fraser Clarke Heston', 'Shaun Monson', 'Sam Raimi', 'Michael Winner', 'Spike Jonze', 'Kevin Macdonald', 'David Cronenberg', 'Curtis Hanson', 'Tom Hooper', 'John Tatoulis', 'Allen Hughes', 'Russell Crowe', 'David Dobkin', 'Richard Lester', 'McG', 'Darren Aronofsky', 'John McTiernan', 'M. Night Shyamalan', "Pat O'Connor", 'Jay Russell', 'Robert Day', 'Terry George', 'Jim Sheridan', 'Susanne Bier', 'Brian De Palma', 'Richard Boleslawski', 'Piers Haggard']]
Predicted Ans:    Michael Mann
Predicted Path:   Gladiator --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Gladiator --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   1.512213
Path Entropy(↓):  2.432688
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films introducing dorothy dandridge are written by who
Start Entity:     Introducing Dorothy Dandridge
Gold Answer:      [['Neil Simon', 'Bernard Slade', 'John Quaintance', 'Neal Israel', 'Calder Willingham', 'Robert Nelson Jacobs', 'Pat Proft', 'Avra Wing', 'Jane Anderson', 'Nora Roberts', 'Anne Heche']]
Predicted Ans:    Neil Simon
Predicted Path:   Introducing Dorothy Dandridge --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Lost in Yonkers --[written_by]--> Neil Simon
Path (Raw):       Introducing Dorothy Dandridge --[directed_by]--> Martha Coolidge --[(INV) directed_by]--> Lost in Yonkers --[written_by]--> Neil Simon
Neg LogProb(↓):   1.267837
Path Entropy(↓):  1.606465
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the lizard in a few words
Start Entity:     The Lizard
Gold Answer:      [['comedy', 'religion']]
Predicted Ans:    comedy
Predicted Path:   The Lizard --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       The Lizard --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000175
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of scott patrick green starred movies
Start Entity:     Scott Patrick Green
Gold Answer:      [['Gus Van Sant']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Scott Patrick Green --[(INV) starred_actors]--> Last Days --[directed_by]--> Gus Van Sant
Path (Raw):       Scott Patrick Green --[No Operation]--> Scott Patrick Green --[(INV) starred_actors]--> Last Days --[directed_by]--> Gus Van Sant
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie the shawshank redemption
Start Entity:     The Shawshank Redemption
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Shawshank Redemption --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Shawshank Redemption --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.624468
Path Entropy(↓):  4.691182
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by pamela sue martin released
Start Entity:     Pamela Sue Martin
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Pamela Sue Martin --[(INV) starred_actors]--> The Lady in Red --[release_year]--> 1979
Path (Raw):       Pamela Sue Martin --[No Operation]--> Pamela Sue Martin --[(INV) starred_actors]--> The Lady in Red --[release_year]--> 1979
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by king vidor were directed by who
Start Entity:     King Vidor
Gold Answer:      [['Nikolaus Geyrhalter']]
Predicted Ans:    War and Peace
Predicted Path:   King Vidor --[(INV) directed_by]--> War and Peace --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace
Path (Raw):       King Vidor --[(INV) directed_by]--> War and Peace --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace
Neg LogProb(↓):   0.635048
Path Entropy(↓):  1.628218
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is a movie written by matt winston
Start Entity:     Matt Winston
Gold Answer:      [['Thanks for Sharing']]
Predicted Ans:    Keeping the Faith
Predicted Path:   Matt Winston --[(INV) written_by]--> Thanks for Sharing --[written_by]--> Stuart Blumberg --[(INV) written_by]--> Keeping the Faith
Path (Raw):       Matt Winston --[(INV) written_by]--> Thanks for Sharing --[written_by]--> Stuart Blumberg --[(INV) written_by]--> Keeping the Faith
Neg LogProb(↓):   0.274367
Path Entropy(↓):  0.781116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the man of my life
Start Entity:     The Man of My Life
Gold Answer:      [['Zabou Breitman']]
Predicted Ans:    Zabou Breitman
Predicted Path:   The Man of My Life --[directed_by]--> Zabou Breitman --[(INV) directed_by]--> The Man of My Life --[directed_by]--> Zabou Breitman
Path (Raw):       The Man of My Life --[directed_by]--> Zabou Breitman --[(INV) directed_by]--> The Man of My Life --[directed_by]--> Zabou Breitman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film full metal jacket starred which actors
Start Entity:     Full Metal Jacket
Gold Answer:      [["Vincent D'Onofrio", 'Matthew Modine', 'Adam Baldwin', 'R. Lee Ermey']]
Predicted Ans:    R. Lee Ermey
Predicted Path:   Full Metal Jacket --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Switchback --[starred_actors]--> R. Lee Ermey
Path (Raw):       Full Metal Jacket --[starred_actors]--> R. Lee Ermey --[(INV) starred_actors]--> Switchback --[starred_actors]--> R. Lee Ermey
Neg LogProb(↓):   0.111015
Path Entropy(↓):  0.411783
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with take the lead in
Start Entity:     Take the Lead
Gold Answer:      [['French', 'English', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Take the Lead --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[in_language]--> English
Path (Raw):       Take the Lead --[starred_actors]--> Antonio Banderas --[(INV) starred_actors]--> The Mambo Kings --[in_language]--> English
Neg LogProb(↓):   0.287418
Path Entropy(↓):  0.746306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of going all the way
Start Entity:     Going All the Way
Gold Answer:      [['Candice Bergen', 'Charles Durning', 'Burt Reynolds', 'Jill Clayburgh']]
Predicted Ans:    Burt Reynolds
Predicted Path:   Going All the Way --[written_by]--> Dan Wakefield --[(INV) written_by]--> Starting Over --[starred_actors]--> Burt Reynolds
Path (Raw):       Going All the Way --[written_by]--> Dan Wakefield --[(INV) written_by]--> Starting Over --[starred_actors]--> Burt Reynolds
Neg LogProb(↓):   0.000100
Path Entropy(↓):  0.001123
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the the celluloid closet director
Start Entity:     The Celluloid Closet
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   The Celluloid Closet --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[in_language]--> French
Path (Raw):       The Celluloid Closet --[directed_by]--> Rob Epstein --[(INV) directed_by]--> Paragraph 175 --[in_language]--> French
Neg LogProb(↓):   0.157456
Path Entropy(↓):  0.442631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the reluctant fundamentalist
Start Entity:     The Reluctant Fundamentalist
Gold Answer:      [['The Killer Inside Me', "My Best Friend's Girl", 'Desert Blue', 'Gossip', "Fool's Gold", 'Something Borrowed', 'Bride Wars', 'Ill Manors', 'The Skeleton Key', 'How to Lose a Guy in 10 Days', 'Wish I Was Here', 'Trishna', 'A Little Bit of Heaven', 'Raising Helen', 'You, Me and Dupree']]
Predicted Ans:    How to Lose a Guy in 10 Days
Predicted Path:   The Reluctant Fundamentalist --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days
Path (Raw):       The Reluctant Fundamentalist --[starred_actors]--> Kate Hudson --[No Operation]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days
Neg LogProb(↓):   0.983776
Path Entropy(↓):  1.472341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you name a film directed by jamaa fanaka
Start Entity:     Jamaa Fanaka
Gold Answer:      [['Penitentiary II']]
Predicted Ans:    Penitentiary II
Predicted Path:   Jamaa Fanaka --[(INV) directed_by]--> Penitentiary II --[directed_by]--> Jamaa Fanaka --[(INV) directed_by]--> Penitentiary II
Path (Raw):       Jamaa Fanaka --[(INV) directed_by]--> Penitentiary II --[directed_by]--> Jamaa Fanaka --[(INV) directed_by]--> Penitentiary II
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote memories of matsuko
Start Entity:     Memories of Matsuko
Gold Answer:      [['Nana Komatsu']]
Predicted Ans:    Nana Komatsu
Predicted Path:   Memories of Matsuko --[written_by]--> Tetsuya Nakashima --[(INV) written_by]--> The World of Kanako --[starred_actors]--> Nana Komatsu
Path (Raw):       Memories of Matsuko --[written_by]--> Tetsuya Nakashima --[(INV) written_by]--> The World of Kanako --[starred_actors]--> Nana Komatsu
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000173
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie taffin in
Start Entity:     Taffin
Gold Answer:      [['Irish']]
Predicted Ans:    Irish
Predicted Path:   Taffin --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Path (Raw):       Taffin --[in_language]--> Irish --[(INV) in_language]--> Song of the Sea --[in_language]--> Irish
Neg LogProb(↓):   0.010333
Path Entropy(↓):  0.059149
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film bilitis released
Start Entity:     Bilitis
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   Bilitis --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Path (Raw):       Bilitis --[release_year]--> 1977 --[(INV) release_year]--> Breaker! Breaker! --[release_year]--> 1977
Neg LogProb(↓):   2.319301
Path Entropy(↓):  3.735679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of stu pollard written films
Start Entity:     Stu Pollard
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Stu Pollard --[(INV) written_by]--> Nice Guys Sleep Alone --[release_year]--> 1999
Path (Raw):       Stu Pollard --[No Operation]--> Stu Pollard --[(INV) written_by]--> Nice Guys Sleep Alone --[release_year]--> 1999
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by dana ranga in
Start Entity:     Dana Ranga
Gold Answer:      [['Documentary', 'Music']]
Predicted Ans:    Documentary
Predicted Path:   Dana Ranga --[(INV) written_by]--> East Side Story --[has_genre]--> Documentary
Path (Raw):       Dana Ranga --[No Operation]--> Dana Ranga --[(INV) written_by]--> East Side Story --[has_genre]--> Documentary
Neg LogProb(↓):   0.001507
Path Entropy(↓):  0.011290
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in desperate journey
Start Entity:     Desperate Journey
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    German
Predicted Path:   Desperate Journey --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Path (Raw):       Desperate Journey --[starred_actors]--> Errol Flynn --[(INV) starred_actors]--> The Dawn Patrol --[in_language]--> German
Neg LogProb(↓):   0.046431
Path Entropy(↓):  0.185480
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of david and bathsheba
Start Entity:     David and Bathsheba
Gold Answer:      [['I Want to Live!', 'MacArthur', "I'll Cry Tomorrow", 'The Snows of Kilimanjaro', 'The Great Sinner', 'Spellbound', 'Tulsa', 'The Conqueror', 'The Purple Plain', 'With a Song in My Heart', "Twelve O'Clock High", "Gentleman's Agreement", 'Billy Two Hats', 'Roman Holiday', 'The Man in the Gray Flannel Suit', 'The Fighting Seabees', 'Soldier of Fortune', "Mackenna's Gold", 'The Lusty Men', 'The Guns of Navarone', 'Demetrius and the Gladiators', 'The Scarlet and the Black', "Other People's Money", 'I Married a Witch', 'Designing Woman', 'The Honey Pot', 'Arabesque', 'Captain Horatio Hornblower R.N.', 'The Yearling', 'Captain Newman, M.D.', "They Won't Believe Me", 'Marooned', 'On the Beach', 'The Bravados', 'I Thank a Fool', 'The Boys from Brazil', 'Old Gringo', 'The Paradine Case', 'Cape Fear', "The President's Lady", 'Night People', 'The Keys of the Kingdom', 'Where Love Has Gone', 'Amazing Grace and Chuck', 'Mirage', 'House of Strangers', 'Pork Chop Hill', 'The Valley of Decision', 'Behold a Pale Horse', 'My Foolish Heart', 'I Walk the Line', 'The Sea Wolves', 'The Gunfighter', 'Adam Had Four Sons', 'Duel in the Sun', 'Back Street', 'The Big Country', 'Days of Glory', 'To Kill a Mockingbird', 'The Omen', 'Moby Dick']]
Predicted Ans:    The Guns of Navarone
Predicted Path:   David and Bathsheba --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Path (Raw):       David and Bathsheba --[No Operation]--> David and Bathsheba --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> The Guns of Navarone
Neg LogProb(↓):   1.166983
Path Entropy(↓):  1.523978
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films does diana wynyard appear in
Start Entity:     Diana Wynyard
Gold Answer:      [['An Ideal Husband', 'Gaslight']]
Predicted Ans:    Gaslight
Predicted Path:   Diana Wynyard --[(INV) starred_actors]--> Gaslight --[starred_actors]--> Frank Pettingell --[(INV) starred_actors]--> Gaslight
Path (Raw):       Diana Wynyard --[(INV) starred_actors]--> Gaslight --[starred_actors]--> Frank Pettingell --[(INV) starred_actors]--> Gaslight
Neg LogProb(↓):   0.325043
Path Entropy(↓):  0.781308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of feast
Start Entity:     Feast
Gold Answer:      [['Piranha 3DD']]
Predicted Ans:    Feast
Predicted Path:   Feast --[directed_by]--> John Gulager --[(INV) directed_by]--> Feast
Path (Raw):       Feast --[No Operation]--> Feast --[directed_by]--> John Gulager --[(INV) directed_by]--> Feast
Neg LogProb(↓):   0.022276
Path Entropy(↓):  0.118972
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the genres of the films starred by alan ford
Start Entity:     Alan Ford
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Alan Ford --[(INV) starred_actors]--> Mission London --[has_genre]--> Comedy
Path (Raw):       Alan Ford --[No Operation]--> Alan Ford --[(INV) starred_actors]--> Mission London --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the radio pirates
Start Entity:     The Radio Pirates
Gold Answer:      [['Elevator']]
Predicted Ans:    The Radio Pirates
Predicted Path:   The Radio Pirates --[directed_by]--> Stig Svendsen --[(INV) directed_by]--> The Radio Pirates
Path (Raw):       The Radio Pirates --[directed_by]--> Stig Svendsen --[(INV) directed_by]--> The Radio Pirates --[No Operation]--> The Radio Pirates
Neg LogProb(↓):   0.479514
Path Entropy(↓):  0.699225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film the italian job
Start Entity:     The Italian Job
Gold Answer:      [['Alfonso Cuarón', 'Clint Eastwood', 'Paul Haggis', 'Todd Haynes', 'Mark Rydell', 'Robert Towne', 'Michael Hoffman', 'Guy Ritchie', 'Gore Verbinski', 'Thom Eberhardt', 'Otto Preminger', 'Michael Bay', 'Corey Yuen', 'Tony Giglio', 'Adam McKay', 'Rand Ravich', 'Brian Henson', 'Neil Jordan', 'Bob Swaim', 'Kevin Macdonald', 'Sylvester Stallone', 'Philip G. Atwell', 'Gregory Hoblit', 'Olivier Megaton', 'Rupert Wyatt', 'Don Siegel', 'John Flynn', 'Simon Langton', 'James Clavell', 'Ernest B. Schoedsack', 'Lewis Gilbert', 'Mike Hodges', 'John Bruno', 'Roger Donaldson', 'Martin Scorsese', 'Irwin Allen', 'Guy Green', 'Louis Leterrier', 'James Wong', 'Barry Levinson', 'Griffin Dunne', 'Giuseppe Tornatore', 'Géla Babluani', 'Seth MacFarlane', 'Boaz Yakin', 'Ridley Scott', 'Ken Russell', 'Stuart Orme', 'Joel Schumacher', 'John Carpenter', 'Herbert Ross', 'Stanley Donen', 'Baltasar Kormákur', 'Sidney Lumet', 'Tim Burton', 'Michael Radford', 'Patrick Hughes', 'Gary McKendry', 'Joseph L. Mankiewicz', 'Alan J. Pakula', 'Michael Ritchie', 'Ronald Neame', 'Stephen Herek', 'Richard Marquand', 'Ericson Core', 'Patty Jenkins', 'David O. Russell', 'Ron Underwood', 'Woody Allen', 'James Gray', 'Donald Petrie', 'Alan Alda', 'Robert Altman', 'Ron Howard', 'Kenneth Branagh', 'Karel Reisz', 'Christopher Nolan', 'Oliver Stone', 'Robert Aldrich', 'Charles Shyer', 'Robert Adetuyi', 'Franklin J. Schaffner', 'Courtney Solomon', 'John Moore', 'Michael Winner', 'David Bowers', 'Kirk Wong', 'Paul W.S. Anderson', 'Joseph Losey', 'Louis Malle', 'John Sturges', 'John Singleton', 'Luis Mandoki', 'Allen Hughes', 'Jan Egleson', 'Coline Serreau', 'Werner Herzog', 'Frank Oz', 'Mark Neveldine', 'Brian Taylor', 'Norman Jewison', 'John Lasseter', 'Peter Jackson', 'Károly Makk', 'Brian De Palma', 'Tim McCanlies', 'Philip Kaufman', 'James Foley', 'John Schlesinger', 'Paul Mazursky', 'Wolfgang Petersen', 'John Huston', 'Taylor Hackford', 'Bud Yorkin', 'Nicolas Roeg', 'Daniel Barber', 'Sidney J. Furie', 'Robert Redford', 'Antoine Fuqua', 'Elliott Lester', 'John Frankenheimer', 'Euzhan Palcy', 'Steven Seagal', 'Christian Duguay', 'Peter Berg', 'Ivan Passer', 'Hugh Hudson', 'Phillip Noyce', 'Gary Fleder', "Rockne S. O'Bannon", 'Hideo Nakata', 'Stephen Kay', 'David DeFalco', 'Simon West', 'Jason Reitman', 'George P. Cosmatos', 'Rupert Sanders', 'Guy Hamilton', 'Stephen Hopkins', 'Brad Lewis', 'Karyn Kusama', 'John Irvin', 'Guillermo Arriaga']]
Predicted Ans:    F. Gary Gray
Predicted Path:   The Italian Job --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[directed_by]--> F. Gary Gray
Path (Raw):       The Italian Job --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[directed_by]--> F. Gary Gray
Neg LogProb(↓):   1.298499
Path Entropy(↓):  2.518098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies directed by billy chan fall under
Start Entity:     Billy Chan
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Billy Chan --[(INV) directed_by]--> Crazy Safari --[has_genre]--> Comedy
Path (Raw):       Billy Chan --[No Operation]--> Billy Chan --[(INV) directed_by]--> Crazy Safari --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in rings on her fingers
Start Entity:     Rings on Her Fingers
Gold Answer:      [['Edmund Goulding', 'John Cromwell', 'Fritz Lang', 'Edward Dmytryk', 'Vincent McEveety', 'Delmer Daves', 'Leigh Jason', 'John Huston', 'Bob Rafelson', 'Richard Fleischer', 'William A. Wellman', 'Mervyn LeRoy', 'Mark Rydell', 'John Byrum', 'Preston Sturges', 'Richard Quine', 'Leslie Fenton', 'Richard Thorpe', 'Irving Cummings', 'Ovidio G. Assonitis', 'Warren Beatty', 'Walter Lang', 'Henry Hathaway', 'Otto Preminger', 'John M. Stahl', 'John Ford', 'King Vidor', 'Jack Smight', 'Ken Annakin', 'George Marshall', 'Jim McBride', 'Pupi Avati', 'Melville Shavelson', 'Anthony Mann', 'Franklin J. Schaffner', 'Henry King', 'Jules Dassin', 'Anatole Litvak', 'Michael Gordon', 'Ernst Lubitsch', 'Andrew Davis', 'Sergio Leone', 'Wesley Ruggles', 'Paul Newman', 'Nunnally Johnson', 'Mitchell Leisen', 'Joshua Logan', 'Buck Henry', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'Fielder Cook', 'Malcolm D. Lee', 'Irving Reis', 'James Goldstone', 'William Wyler', 'Josef von Sternberg', 'Irwin Winkler', 'Steve Miner', 'George Stevens', 'Joseph L. Mankiewicz', 'Clarence Brown']]
Predicted Ans:    Sergio Leone
Predicted Path:   Rings on Her Fingers --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Path (Raw):       Rings on Her Fingers --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[directed_by]--> Sergio Leone
Neg LogProb(↓):   1.064106
Path Entropy(↓):  1.936763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in waldo salt written movies
Start Entity:     Waldo Salt
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Waldo Salt --[(INV) written_by]--> The Day of the Locust --[in_language]--> English
Path (Raw):       Waldo Salt --[No Operation]--> Waldo Salt --[(INV) written_by]--> The Day of the Locust --[in_language]--> English
Neg LogProb(↓):   0.000052
Path Entropy(↓):  0.000617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with awake in
Start Entity:     Awake
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Awake --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Path (Raw):       Awake --[starred_actors]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Neg LogProb(↓):   0.000029
Path Entropy(↓):  0.000341
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the best men director
Start Entity:     Best Men
Gold Answer:      [['Drama', 'Music', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Best Men --[directed_by]--> Tamra Davis --[(INV) directed_by]--> Billy Madison --[has_genre]--> Comedy
Path (Raw):       Best Men --[directed_by]--> Tamra Davis --[(INV) directed_by]--> Billy Madison --[has_genre]--> Comedy
Neg LogProb(↓):   0.501928
Path Entropy(↓):  0.751220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the map of the sounds of tokyo director
Start Entity:     Map of the Sounds of Tokyo
Gold Answer:      [['Nanci Kincaid', 'Nicholas Meyer', 'Philip Roth', 'Isabel Coixet']]
Predicted Ans:    Nicholas Meyer
Predicted Path:   Map of the Sounds of Tokyo --[directed_by]--> Isabel Coixet --[(INV) directed_by]--> Elegy --[written_by]--> Nicholas Meyer
Path (Raw):       Map of the Sounds of Tokyo --[directed_by]--> Isabel Coixet --[(INV) directed_by]--> Elegy --[written_by]--> Nicholas Meyer
Neg LogProb(↓):   0.484197
Path Entropy(↓):  0.965071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by aleksey barabash
Start Entity:     Aleksey Barabash
Gold Answer:      [['Oksana Bychkova']]
Predicted Ans:    Oksana Bychkova
Predicted Path:   Aleksey Barabash --[(INV) starred_actors]--> Piter FM --[directed_by]--> Oksana Bychkova
Path (Raw):       Aleksey Barabash --[No Operation]--> Aleksey Barabash --[(INV) starred_actors]--> Piter FM --[directed_by]--> Oksana Bychkova
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the spirit fall under
Start Entity:     The Spirit
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   The Spirit --[starred_actors]--> Gabriel Macht --[(INV) starred_actors]--> Middle Men --[has_genre]--> Comedy
Path (Raw):       The Spirit --[starred_actors]--> Gabriel Macht --[(INV) starred_actors]--> Middle Men --[has_genre]--> Comedy
Neg LogProb(↓):   0.490000
Path Entropy(↓):  0.896169
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in texas
Start Entity:     Texas
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   Texas --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Path (Raw):       Texas --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Neg LogProb(↓):   0.403915
Path Entropy(↓):  1.328695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by sterling hayden fall under
Start Entity:     Sterling Hayden
Gold Answer:      [['Western', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Sterling Hayden --[(INV) starred_actors]--> Zero Hour! --[has_genre]--> Drama
Path (Raw):       Sterling Hayden --[No Operation]--> Sterling Hayden --[(INV) starred_actors]--> Zero Hour! --[has_genre]--> Drama
Neg LogProb(↓):   0.853796
Path Entropy(↓):  1.406955
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in joe the king
Start Entity:     Joe the King
Gold Answer:      [['1986', '1999', '1993']]
Predicted Ans:    1999
Predicted Path:   Joe the King --[starred_actors]--> Camryn Manheim --[(INV) starred_actors]--> Joe the King --[release_year]--> 1999
Path (Raw):       Joe the King --[starred_actors]--> Camryn Manheim --[(INV) starred_actors]--> Joe the King --[release_year]--> 1999
Neg LogProb(↓):   0.077417
Path Entropy(↓):  0.326709
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of deadline at dawn
Start Entity:     Deadline at Dawn
Gold Answer:      [['Clifford Odets', 'Cornell Woolrich']]
Predicted Ans:    Clifford Odets
Predicted Path:   Deadline at Dawn --[written_by]--> Clifford Odets --[(INV) written_by]--> Wild in the Country --[written_by]--> Clifford Odets
Path (Raw):       Deadline at Dawn --[written_by]--> Clifford Odets --[(INV) written_by]--> Wild in the Country --[written_by]--> Clifford Odets
Neg LogProb(↓):   0.248123
Path Entropy(↓):  0.841025
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of alan bridges directed movies
Start Entity:     Alan Bridges
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Alan Bridges --[(INV) directed_by]--> The Hireling --[release_year]--> 1973
Path (Raw):       Alan Bridges --[No Operation]--> Alan Bridges --[(INV) directed_by]--> The Hireling --[release_year]--> 1973
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of anthony veiller
Start Entity:     Anthony Veiller
Gold Answer:      [['Edna Ferber', 'Andrei Tarkovsky', 'George S. Kaufman', 'Morrie Ryskind', 'Myles Connolly', 'Ernest Hemingway', 'Aleksandr Gordon', 'Howard Lindsay', 'Russel Crouse', 'Philip MacDonald']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Anthony Veiller --[(INV) written_by]--> The Killers --[written_by]--> Ernest Hemingway
Path (Raw):       Anthony Veiller --[No Operation]--> Anthony Veiller --[(INV) written_by]--> The Killers --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.119195
Path Entropy(↓):  1.190178
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie damage starred who
Start Entity:     Damage
Gold Answer:      [['Miranda Richardson', 'Jeremy Irons', 'Juliette Binoche']]
Predicted Ans:    Juliette Binoche
Predicted Path:   Damage --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Path (Raw):       Damage --[starred_actors]--> Juliette Binoche --[(INV) starred_actors]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Neg LogProb(↓):   0.355457
Path Entropy(↓):  1.067477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the last king of scotland also wrote movies
Start Entity:     The Last King of Scotland
Gold Answer:      [['The Queen', 'Longford', 'Rush', 'The Other Boleyn Girl', 'How I Live Now', 'Driving Lessons', 'The Deal', 'The Eagle', 'Brideshead Revisited', 'Hereafter', 'The Damned United', 'Frost/Nixon', 'The Special Relationship']]
Predicted Ans:    The Deal
Predicted Path:   The Last King of Scotland --[written_by]--> Peter Morgan --[(INV) written_by]--> The Deal
Path (Raw):       The Last King of Scotland --[written_by]--> Peter Morgan --[(INV) written_by]--> The Deal --[No Operation]--> The Deal
Neg LogProb(↓):   0.241493
Path Entropy(↓):  0.874906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was david ambrose the writer of
Start Entity:     David Ambrose
Gold Answer:      [['D.A.R.Y.L.']]
Predicted Ans:    D.A.R.Y.L.
Predicted Path:   David Ambrose --[(INV) written_by]--> D.A.R.Y.L. --[written_by]--> David Ambrose --[(INV) written_by]--> D.A.R.Y.L.
Path (Raw):       David Ambrose --[(INV) written_by]--> D.A.R.Y.L. --[written_by]--> David Ambrose --[(INV) written_by]--> D.A.R.Y.L.
Neg LogProb(↓):   0.187856
Path Entropy(↓):  0.471097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by sande zeig in
Start Entity:     Sande Zeig
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Sande Zeig --[(INV) written_by]--> The Girl --[in_language]--> French
Path (Raw):       Sande Zeig --[No Operation]--> Sande Zeig --[(INV) written_by]--> The Girl --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in shadowboxer
Start Entity:     Shadowboxer
Gold Answer:      [['English', 'Irish', 'Polish']]
Predicted Ans:    English
Predicted Path:   Shadowboxer --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Debt --[in_language]--> English
Path (Raw):       Shadowboxer --[starred_actors]--> Helen Mirren --[(INV) starred_actors]--> The Debt --[in_language]--> English
Neg LogProb(↓):   0.013667
Path Entropy(↓):  0.082358
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by steve carell
Start Entity:     Steve Carell
Gold Answer:      [['2008', '2003', '2005', '2010', '2006', '2014', '2012', '2013', '2007']]
Predicted Ans:    2007
Predicted Path:   Steve Carell --[(INV) starred_actors]--> Evan Almighty --[release_year]--> 2007
Path (Raw):       Steve Carell --[No Operation]--> Steve Carell --[(INV) starred_actors]--> Evan Almighty --[release_year]--> 2007
Neg LogProb(↓):   0.158088
Path Entropy(↓):  0.727119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by harvey hart
Start Entity:     Harvey Hart
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Harvey Hart --[(INV) directed_by]--> The Sweet Ride --[release_year]--> 1968
Path (Raw):       Harvey Hart --[No Operation]--> Harvey Hart --[(INV) directed_by]--> The Sweet Ride --[release_year]--> 1968
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of lost in the desert was
Start Entity:     Lost in the Desert
Gold Answer:      [['Jamie Uys']]
Predicted Ans:    Jamie Uys
Predicted Path:   Lost in the Desert --[directed_by]--> Jamie Uys --[(INV) directed_by]--> Lost in the Desert --[directed_by]--> Jamie Uys
Path (Raw):       Lost in the Desert --[directed_by]--> Jamie Uys --[(INV) directed_by]--> Lost in the Desert --[directed_by]--> Jamie Uys
Neg LogProb(↓):   0.685650
Path Entropy(↓):  0.789047
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film open season 3
Start Entity:     Open Season 3
Gold Answer:      [['comedy', 'animation']]
Predicted Ans:    comedy
Predicted Path:   Open Season 3 --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Path (Raw):       Open Season 3 --[has_tags]--> comedy --[(INV) has_tags]--> Outsourced --[has_tags]--> comedy
Neg LogProb(↓):   0.000925
Path Entropy(↓):  0.008044
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of luigi bartolini
Start Entity:     Luigi Bartolini
Gold Answer:      [['Vittorio De Sica', 'Cesare Zavattini']]
Predicted Ans:    Cesare Zavattini
Predicted Path:   Luigi Bartolini --[(INV) written_by]--> Bicycle Thieves --[written_by]--> Cesare Zavattini
Path (Raw):       Luigi Bartolini --[No Operation]--> Luigi Bartolini --[(INV) written_by]--> Bicycle Thieves --[written_by]--> Cesare Zavattini
Neg LogProb(↓):   0.028963
Path Entropy(↓):  0.143314
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by tobias menzies were released in which years
Start Entity:     Tobias Menzies
Gold Answer:      [['2009', '2010']]
Predicted Ans:    2010
Predicted Path:   Tobias Menzies --[(INV) starred_actors]--> Forget Me Not --[release_year]--> 2010
Path (Raw):       Tobias Menzies --[No Operation]--> Tobias Menzies --[(INV) starred_actors]--> Forget Me Not --[release_year]--> 2010
Neg LogProb(↓):   0.240557
Path Entropy(↓):  0.518961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was thierno faty sow the writer of
Start Entity:     Thierno Faty Sow
Gold Answer:      [['Camp de Thiaroye']]
Predicted Ans:    Camp de Thiaroye
Predicted Path:   Thierno Faty Sow --[(INV) written_by]--> Camp de Thiaroye --[directed_by]--> Thierno Faty Sow --[(INV) directed_by]--> Camp de Thiaroye
Path (Raw):       Thierno Faty Sow --[(INV) written_by]--> Camp de Thiaroye --[directed_by]--> Thierno Faty Sow --[(INV) directed_by]--> Camp de Thiaroye
Neg LogProb(↓):   0.539484
Path Entropy(↓):  1.287210
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in miami connection
Start Entity:     Miami Connection
Gold Answer:      [['Y.K. Kim']]
Predicted Ans:    Y.K. Kim
Predicted Path:   Miami Connection --[starred_actors]--> Y.K. Kim --[(INV) starred_actors]--> Miami Connection --[starred_actors]--> Y.K. Kim
Path (Raw):       Miami Connection --[starred_actors]--> Y.K. Kim --[(INV) starred_actors]--> Miami Connection --[starred_actors]--> Y.K. Kim
Neg LogProb(↓):   0.006771
Path Entropy(↓):  0.041282
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by josef rusnak were released in which years
Start Entity:     Josef Rusnak
Gold Answer:      [['1999', '2007']]
Predicted Ans:    1999
Predicted Path:   Josef Rusnak --[(INV) directed_by]--> The Thirteenth Floor --[release_year]--> 1999
Path (Raw):       Josef Rusnak --[No Operation]--> Josef Rusnak --[(INV) directed_by]--> The Thirteenth Floor --[release_year]--> 1999
Neg LogProb(↓):   0.604964
Path Entropy(↓):  0.689037
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Friday the 13th part 2, when was it released
Start Entity:     Friday the 13th Part 2
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Friday the 13th Part 2 --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Path (Raw):       Friday the 13th Part 2 --[release_year]--> 1981 --[(INV) release_year]--> Sphinx --[release_year]--> 1981
Neg LogProb(↓):   1.625559
Path Entropy(↓):  3.293392
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with joe gould's secret in
Start Entity:     Joe Gould's Secret
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Joe Gould's Secret --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> Jack the Giant Slayer --[in_language]--> English
Path (Raw):       Joe Gould's Secret --[starred_actors]--> Stanley Tucci --[(INV) starred_actors]--> Jack the Giant Slayer --[in_language]--> English
Neg LogProb(↓):   0.000839
Path Entropy(↓):  0.007260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films stardust memories are written by who
Start Entity:     Stardust Memories
Gold Answer:      [['Sofia Coppola', 'Richard Price', 'Francis Ford Coppola', 'Louise Lasser', 'Penny Panayotopoulou', 'Marco Martins', 'Marshall Brickman', 'Lewis Carroll', 'Mickey Rose', 'Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Stardust Memories --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Path (Raw):       Stardust Memories --[directed_by]--> Woody Allen --[(INV) directed_by]--> September --[written_by]--> Woody Allen
Neg LogProb(↓):   0.686049
Path Entropy(↓):  2.069567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film venus in fur
Start Entity:     Venus in Fur
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Venus in Fur --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Path (Raw):       Venus in Fur --[in_language]--> French --[(INV) in_language]--> The Wild Child --[in_language]--> French
Neg LogProb(↓):   1.044027
Path Entropy(↓):  2.491493
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in masterminds
Start Entity:     Masterminds
Gold Answer:      [['1998', '2000', '1964', '1997', '2009', '1948', '1990', '2012', '1938', '1996', '2013', '1999', '1969', '2011', '1984', '2007']]
Predicted Ans:    1964
Predicted Path:   Masterminds --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Path (Raw):       Masterminds --[starred_actors]--> Patrick Stewart --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   1.014830
Path Entropy(↓):  2.164819
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote all the light in the sky
Start Entity:     All the Light in the Sky
Gold Answer:      [['Joe Swanberg', 'Jane Adams']]
Predicted Ans:    Joe Swanberg
Predicted Path:   All the Light in the Sky --[written_by]--> Jane Adams --[(INV) written_by]--> All the Light in the Sky --[written_by]--> Joe Swanberg
Path (Raw):       All the Light in the Sky --[written_by]--> Jane Adams --[(INV) written_by]--> All the Light in the Sky --[written_by]--> Joe Swanberg
Neg LogProb(↓):   0.549877
Path Entropy(↓):  1.071224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the prisoner of shark island are directed by who
Start Entity:     The Prisoner of Shark Island
Gold Answer:      [['Irving Cummings', 'James Whale', 'Tod Browning', 'Busby Berkeley', 'Tay Garnett', 'Lloyd Bacon', 'Frank Capra', 'Howard Hawks']]
Predicted Ans:    Frank Capra
Predicted Path:   The Prisoner of Shark Island --[starred_actors]--> Warner Baxter --[(INV) starred_actors]--> Broadway Bill --[directed_by]--> Frank Capra
Path (Raw):       The Prisoner of Shark Island --[starred_actors]--> Warner Baxter --[(INV) starred_actors]--> Broadway Bill --[directed_by]--> Frank Capra
Neg LogProb(↓):   0.830022
Path Entropy(↓):  1.338494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by joe swanberg were released in which years
Start Entity:     Joe Swanberg
Gold Answer:      [['2012', '2006']]
Predicted Ans:    2012
Predicted Path:   Joe Swanberg --[(INV) directed_by]--> V/H/S --[release_year]--> 2012
Path (Raw):       Joe Swanberg --[No Operation]--> Joe Swanberg --[(INV) directed_by]--> V/H/S --[release_year]--> 2012
Neg LogProb(↓):   0.098079
Path Entropy(↓):  0.444293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter lucky mckee
Start Entity:     Lucky McKee
Gold Answer:      [['Anna Faris', 'Jeremy Sisto', 'Angela Bettis', 'Lauren Ashley Carter', 'Pollyanna McIntosh', 'James Duval']]
Predicted Ans:    Anna Faris
Predicted Path:   Lucky McKee --[(INV) written_by]--> May --[starred_actors]--> Anna Faris
Path (Raw):       Lucky McKee --[No Operation]--> Lucky McKee --[(INV) written_by]--> May --[starred_actors]--> Anna Faris
Neg LogProb(↓):   0.065589
Path Entropy(↓):  0.251011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with bobbie ann mason
Start Entity:     Bobbie Ann Mason
Gold Answer:      [['Frank Pierson', 'Cynthia Cidre']]
Predicted Ans:    Cynthia Cidre
Predicted Path:   Bobbie Ann Mason --[(INV) written_by]--> In Country --[written_by]--> Cynthia Cidre
Path (Raw):       Bobbie Ann Mason --[No Operation]--> Bobbie Ann Mason --[(INV) written_by]--> In Country --[written_by]--> Cynthia Cidre
Neg LogProb(↓):   0.222035
Path Entropy(↓):  0.630226
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film you can't take it with you are directed by who
Start Entity:     You Can't Take It With You
Gold Answer:      [['Sam Wood', 'George Cukor', 'John Cromwell', 'William A. Seiter', 'Cecil B. DeMille', 'William Dieterle', 'Vincent McEveety', 'Edward Buzzell', 'Tay Garnett', 'Delmer Daves', 'John Huston', 'David O. Selznick', 'William A. Wellman', 'Mervyn LeRoy', 'Leslie Fenton', 'Richard Thorpe', 'Roy Del Ruth', 'Frank Borzage', 'Busby Berkeley', 'Billy Wilder', 'George Schaefer', 'Otto Preminger', 'Henry Hathaway', 'John Ford', 'Robert Aldrich', 'John Woo', 'Henry Koster', 'King Vidor', 'George Marshall', 'Anthony Mann', 'Lionel Barrymore', 'Frank Capra', 'James Young', 'Ernst Lubitsch', 'Tod Browning', 'Wesley Ruggles', 'Mitchell Leisen', 'Victor Fleming', 'Andrew V. McLaglen', 'Alfred Hitchcock', 'Don Siegel', 'Gene Kelly', 'Jack Conway', 'Robert B. Bean', 'Jack Donohue', 'Fred Niblo', 'David Butler', 'Harold S. Bucquet', 'George Stevens', 'Norman Z. McLeod', 'Clarence Brown', 'Howard Hawks']]
Predicted Ans:    Anthony Mann
Predicted Path:   You Can't Take It With You --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Path (Raw):       You Can't Take It With You --[starred_actors]--> James Stewart --[(INV) starred_actors]--> Winchester '73 --[directed_by]--> Anthony Mann
Neg LogProb(↓):   0.953497
Path Entropy(↓):  1.933036
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Floria sigismondi directed which films
Start Entity:     Floria Sigismondi
Gold Answer:      [['The Runaways']]
Predicted Ans:    The Runaways
Predicted Path:   Floria Sigismondi --[(INV) directed_by]--> The Runaways --[directed_by]--> Floria Sigismondi --[(INV) directed_by]--> The Runaways
Path (Raw):       Floria Sigismondi --[(INV) directed_by]--> The Runaways --[directed_by]--> Floria Sigismondi --[(INV) directed_by]--> The Runaways
Neg LogProb(↓):   0.217888
Path Entropy(↓):  0.517078
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film zorro
Start Entity:     Zorro
Gold Answer:      [['Federico Fellini', 'Luchino Visconti', 'Michelangelo Antonioni', 'René Clément', 'Roger Vadim', 'Patricia Highsmith', 'Jacques Deray', 'Giuseppe Tomasi di Lampedusa', 'Edgar Allan Poe', 'Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Zorro --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Path (Raw):       Zorro --[starred_actors]--> Alain Delon --[(INV) starred_actors]--> Spirits of the Dead --[written_by]--> Louis Malle
Neg LogProb(↓):   1.092014
Path Entropy(↓):  1.243973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of thirty seconds over tokyo were directed by who
Start Entity:     Thirty Seconds Over Tokyo
Gold Answer:      [['David Miller', 'Edward Dmytryk', 'Stanley Kubrick', 'Joseph Zito', 'Wesley Ruggles', 'Otto Preminger', 'Robert Aldrich', 'William Wyler', 'Joseph Anthony', 'Joseph H. Lewis', 'Joseph Losey', 'John Berry', 'Dalton Trumbo', 'Victor Fleming']]
Predicted Ans:    William Wyler
Predicted Path:   Thirty Seconds Over Tokyo --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday --[directed_by]--> William Wyler
Path (Raw):       Thirty Seconds Over Tokyo --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday --[directed_by]--> William Wyler
Neg LogProb(↓):   0.554829
Path Entropy(↓):  1.396311
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the waiting room actors
Start Entity:     The Waiting Room
Gold Answer:      [['Tobe Hooper', 'Stuart Burge', 'Oliver Parker', 'Orson Welles']]
Predicted Ans:    Orson Welles
Predicted Path:   The Waiting Room --[starred_actors]--> Frank Finlay --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Path (Raw):       The Waiting Room --[starred_actors]--> Frank Finlay --[(INV) starred_actors]--> Othello --[directed_by]--> Orson Welles
Neg LogProb(↓):   0.284004
Path Entropy(↓):  0.588826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie kill! released
Start Entity:     Kill!
Gold Answer:      [['1968']]
Predicted Ans:    1968
Predicted Path:   Kill! --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Path (Raw):       Kill! --[release_year]--> 1968 --[(INV) release_year]--> The Lost Continent --[release_year]--> 1968
Neg LogProb(↓):   2.173282
Path Entropy(↓):  3.124729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with scott wilson
Start Entity:     Scott Wilson
Gold Answer:      [['George C. Scott', 'David Carradine', 'Jennifer Morrison', 'John Forsythe', 'Rob Schneider', 'Jane Alexander', 'Stacy Keach', 'Robert Blake', 'Paul Stewart']]
Predicted Ans:    George C. Scott
Predicted Path:   Scott Wilson --[(INV) starred_actors]--> The New Centurions --[starred_actors]--> George C. Scott
Path (Raw):       Scott Wilson --[No Operation]--> Scott Wilson --[(INV) starred_actors]--> The New Centurions --[starred_actors]--> George C. Scott
Neg LogProb(↓):   0.046822
Path Entropy(↓):  0.238201
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by serge korber were released in which years
Start Entity:     Serge Korber
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Serge Korber --[(INV) directed_by]--> Perched on a Tree --[release_year]--> 1971
Path (Raw):       Serge Korber --[No Operation]--> Serge Korber --[(INV) directed_by]--> Perched on a Tree --[release_year]--> 1971
Neg LogProb(↓):   0.000058
Path Entropy(↓):  0.000624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the creeping flesh
Start Entity:     The Creeping Flesh
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Creeping Flesh --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Man with the Golden Gun --[has_genre]--> Action
Path (Raw):       The Creeping Flesh --[starred_actors]--> Christopher Lee --[(INV) starred_actors]--> The Man with the Golden Gun --[has_genre]--> Action
Neg LogProb(↓):   0.864021
Path Entropy(↓):  1.731515
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by courteney cox
Start Entity:     Courteney Cox
Gold Answer:      [['Richard Benjamin', 'Steve Oedekerk', 'Daniel Taplitz', 'Greg Harrison', 'Peter Hewitt']]
Predicted Ans:    Daniel Taplitz
Predicted Path:   Courteney Cox --[(INV) starred_actors]--> Commandments --[directed_by]--> Daniel Taplitz
Path (Raw):       Courteney Cox --[No Operation]--> Courteney Cox --[(INV) starred_actors]--> Commandments --[directed_by]--> Daniel Taplitz
Neg LogProb(↓):   0.048708
Path Entropy(↓):  0.213625
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by cloris leachman
Start Entity:     Cloris Leachman
Gold Answer:      [['Family', 'Fantasy', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Cloris Leachman --[(INV) starred_actors]--> High Anxiety --[has_genre]--> Comedy
Path (Raw):       Cloris Leachman --[No Operation]--> Cloris Leachman --[(INV) starred_actors]--> High Anxiety --[has_genre]--> Comedy
Neg LogProb(↓):   0.422408
Path Entropy(↓):  1.096323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film endangered species
Start Entity:     Endangered Species
Gold Answer:      [['1976', '1980', '1978', '1988', '1997', '1970', '2000', '1990', '1992', '1991', '1985', '1999', '2002', '1994', '1987', '1984']]
Predicted Ans:    1999
Predicted Path:   Endangered Species --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Breakfast of Champions --[release_year]--> 1999
Path (Raw):       Endangered Species --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Breakfast of Champions --[release_year]--> 1999
Neg LogProb(↓):   1.128322
Path Entropy(↓):  1.870249
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of carl reiner directed films
Start Entity:     Carl Reiner
Gold Answer:      [['Steve Martin', 'Carl Gottlieb', 'Larry Gelbart', 'Avery Corman', 'Edwin Davis', 'Michael Elias', 'Robert Klane', 'Mark Reisman', 'Jeremy Stevens', 'George Gipe']]
Predicted Ans:    Steve Martin
Predicted Path:   Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[written_by]--> Steve Martin
Path (Raw):       Carl Reiner --[No Operation]--> Carl Reiner --[(INV) directed_by]--> Dead Men Don't Wear Plaid --[written_by]--> Steve Martin
Neg LogProb(↓):   0.450227
Path Entropy(↓):  1.285439
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a movie written by heitor dhalia
Start Entity:     Heitor Dhalia
Gold Answer:      [['Adrift']]
Predicted Ans:    Adrift
Predicted Path:   Heitor Dhalia --[(INV) written_by]--> Adrift --[written_by]--> Heitor Dhalia --[(INV) written_by]--> Adrift
Path (Raw):       Heitor Dhalia --[(INV) written_by]--> Adrift --[written_by]--> Heitor Dhalia --[(INV) written_by]--> Adrift
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the evil of frankenstein were in which languages
Start Entity:     The Evil of Frankenstein
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Evil of Frankenstein --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Curse of Frankenstein --[in_language]--> English
Path (Raw):       The Evil of Frankenstein --[starred_actors]--> Peter Cushing --[(INV) starred_actors]--> The Curse of Frankenstein --[in_language]--> English
Neg LogProb(↓):   0.017808
Path Entropy(↓):  0.101794
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed larceny, inc.
Start Entity:     Larceny, Inc.
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Larceny, Inc. --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Path (Raw):       Larceny, Inc. --[directed_by]--> Lloyd Bacon --[(INV) directed_by]--> Boy Meets Girl --[has_genre]--> Comedy
Neg LogProb(↓):   0.599485
Path Entropy(↓):  0.930592
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the teahouse of the august moon
Start Entity:     The Teahouse of the August Moon
Gold Answer:      [['okinawa', 'occupation']]
Predicted Ans:    occupation
Predicted Path:   The Teahouse of the August Moon --[has_tags]--> occupation --[(INV) has_tags]--> The Teahouse of the August Moon --[has_tags]--> occupation
Path (Raw):       The Teahouse of the August Moon --[has_tags]--> occupation --[(INV) has_tags]--> The Teahouse of the August Moon --[has_tags]--> occupation
Neg LogProb(↓):   0.087049
Path Entropy(↓):  0.350775
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in stuart little 2
Start Entity:     Stuart Little 2
Gold Answer:      [['Stephen Frears', 'Howard Franklin', 'Julian Farino', 'Andrew Adamson', 'Renny Harlin', 'Sarah Smith', 'Andrew Lancaster', 'Ron Underwood', 'John Badham', 'Barry Cook', 'Kenneth Branagh', 'Penny Marshall', 'Vincent Sherman', 'Barry Sonnenfeld', 'Lawrence Kasdan', 'Jonathan Lynn', 'Rod Daniel', 'Ben Elton', 'Martha Coolidge', 'David Cronenberg', 'Bill Murray', 'Paul Schrader', 'Robert Zemeckis', 'Julien Temple', 'Wayne Wang', 'Tim Burton', 'Kurt Neumann', 'Rob Minkoff', 'David Ayer', 'Hugh Laurie', 'Paul Auster', 'Peter Jackson', 'Brian De Palma', 'Rob Reiner', 'James Bridges']]
Predicted Ans:    Brian De Palma
Predicted Path:   Stuart Little 2 --[starred_actors]--> Michael J. Fox --[(INV) starred_actors]--> Casualties of War --[directed_by]--> Brian De Palma
Path (Raw):       Stuart Little 2 --[starred_actors]--> Michael J. Fox --[(INV) starred_actors]--> Casualties of War --[directed_by]--> Brian De Palma
Neg LogProb(↓):   0.912856
Path Entropy(↓):  1.176349
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of walter slezak acted films
Start Entity:     Walter Slezak
Gold Answer:      [['1949', '1948', '1971', '1944', '1942', '1994', '1947', '1945', '1943']]
Predicted Ans:    1942
Predicted Path:   Walter Slezak --[(INV) starred_actors]--> Once Upon a Honeymoon --[release_year]--> 1942
Path (Raw):       Walter Slezak --[No Operation]--> Walter Slezak --[(INV) starred_actors]--> Once Upon a Honeymoon --[release_year]--> 1942
Neg LogProb(↓):   0.387719
Path Entropy(↓):  1.188343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the split in
Start Entity:     The Split
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Split --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Path (Raw):       The Split --[written_by]--> Donald E. Westlake --[(INV) written_by]--> Point Blank --[in_language]--> French
Neg LogProb(↓):   0.003469
Path Entropy(↓):  0.025817
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did dustin nguyen star in
Start Entity:     Dustin Nguyen
Gold Answer:      [['The Rebel']]
Predicted Ans:    The Rebel
Predicted Path:   Dustin Nguyen --[(INV) starred_actors]--> The Rebel --[starred_actors]--> Dustin Nguyen --[(INV) starred_actors]--> The Rebel
Path (Raw):       Dustin Nguyen --[(INV) starred_actors]--> The Rebel --[starred_actors]--> Dustin Nguyen --[(INV) starred_actors]--> The Rebel
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by bertrand bonello in
Start Entity:     Bertrand Bonello
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Bertrand Bonello --[(INV) written_by]--> Saint Laurent --[has_genre]--> Drama
Path (Raw):       Bertrand Bonello --[No Operation]--> Bertrand Bonello --[(INV) written_by]--> Saint Laurent --[has_genre]--> Drama
Neg LogProb(↓):   0.732795
Path Entropy(↓):  1.010087
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie 88 minutes
Start Entity:     88 Minutes
Gold Answer:      [['1980', '2008', '2003', '1992', '1959', '1993', '2006', '1985', '1974', '1977', '2007', '1998', '2009', '2010', '2004', '1982', '1973', '1994', '1932', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '2012', '2013', '2000', '1997', '1966', '2005', '1991', '1999']]
Predicted Ans:    1999
Predicted Path:   88 Minutes --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Path (Raw):       88 Minutes --[starred_actors]--> Al Pacino --[(INV) starred_actors]--> The Insider --[release_year]--> 1999
Neg LogProb(↓):   1.425358
Path Entropy(↓):  2.206270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by eric mandelbaum in
Start Entity:     Eric Mandelbaum
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Eric Mandelbaum --[(INV) directed_by]--> Winter of Frozen Dreams --[has_genre]--> Crime
Path (Raw):       Eric Mandelbaum --[No Operation]--> Eric Mandelbaum --[(INV) directed_by]--> Winter of Frozen Dreams --[has_genre]--> Crime
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films was frank herbert a writer on
Start Entity:     Frank Herbert
Gold Answer:      [['Dune']]
Predicted Ans:    Dune
Predicted Path:   Frank Herbert --[(INV) written_by]--> Dune --[written_by]--> Frank Herbert --[(INV) written_by]--> Dune
Path (Raw):       Frank Herbert --[(INV) written_by]--> Dune --[written_by]--> Frank Herbert --[(INV) written_by]--> Dune
Neg LogProb(↓):   0.025268
Path Entropy(↓):  0.116735
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by jeffrey delman release
Start Entity:     Jeffrey Delman
Gold Answer:      [['1986']]
Predicted Ans:    Horror
Predicted Path:   Jeffrey Delman --[(INV) written_by]--> Voodoo Dawn --[has_genre]--> Horror
Path (Raw):       Jeffrey Delman --[No Operation]--> Jeffrey Delman --[(INV) written_by]--> Voodoo Dawn --[has_genre]--> Horror
Neg LogProb(↓):   0.348940
Path Entropy(↓):  0.863635
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film days of heaven were in which genres
Start Entity:     Days of Heaven
Gold Answer:      [['Romance', 'Documentary', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Days of Heaven --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Path (Raw):       Days of Heaven --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Breathless --[has_genre]--> Drama
Neg LogProb(↓):   1.039850
Path Entropy(↓):  1.536947
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in endangered species
Start Entity:     Endangered Species
Gold Answer:      [['Romance', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Endangered Species --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Nobody's Fool --[has_genre]--> Comedy
Path (Raw):       Endangered Species --[starred_actors]--> Eric Roberts --[(INV) starred_actors]--> Nobody's Fool --[has_genre]--> Comedy
Neg LogProb(↓):   1.486582
Path Entropy(↓):  2.588455
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies directed by alfredo de villa
Start Entity:     Alfredo De Villa
Gold Answer:      [['Manny Perez', 'Tomas Milian', 'Danny Hoch']]
Predicted Ans:    Tomas Milian
Predicted Path:   Alfredo De Villa --[(INV) directed_by]--> Washington Heights --[starred_actors]--> Tomas Milian
Path (Raw):       Alfredo De Villa --[No Operation]--> Alfredo De Villa --[(INV) directed_by]--> Washington Heights --[starred_actors]--> Tomas Milian
Neg LogProb(↓):   0.026664
Path Entropy(↓):  0.129420
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of heather graham starred movies
Start Entity:     Heather Graham
Gold Answer:      [['2009', '2001', '2003', '2005', '1989', '1959', '1991', '2006', '1999', '2002', '2014', '1987', '2012', '2013']]
Predicted Ans:    1999
Predicted Path:   Heather Graham --[(INV) starred_actors]--> Bowfinger --[release_year]--> 1999
Path (Raw):       Heather Graham --[No Operation]--> Heather Graham --[(INV) starred_actors]--> Bowfinger --[release_year]--> 1999
Neg LogProb(↓):   1.680902
Path Entropy(↓):  2.180951
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by antje de boeck were written by who
Start Entity:     Antje de Boeck
Gold Answer:      [['Stijn Coninx', 'Louis Paul Boon']]
Predicted Ans:    Stijn Coninx
Predicted Path:   Antje de Boeck --[(INV) starred_actors]--> Daens --[written_by]--> Stijn Coninx
Path (Raw):       Antje de Boeck --[No Operation]--> Antje de Boeck --[(INV) starred_actors]--> Daens --[written_by]--> Stijn Coninx
Neg LogProb(↓):   0.086695
Path Entropy(↓):  0.286166
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the invention of lying
Start Entity:     The Invention of Lying
Gold Answer:      [['Jonah Hill', 'Jennifer Garner', 'Ricky Gervais', 'Louis C.K.']]
Predicted Ans:    Jennifer Garner
Predicted Path:   The Invention of Lying --[starred_actors]--> Jennifer Garner --[(INV) starred_actors]--> The Invention of Lying --[starred_actors]--> Jennifer Garner
Path (Raw):       The Invention of Lying --[starred_actors]--> Jennifer Garner --[(INV) starred_actors]--> The Invention of Lying --[starred_actors]--> Jennifer Garner
Neg LogProb(↓):   0.022225
Path Entropy(↓):  0.157170
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of white heat is also the director of which films
Start Entity:     White Heat
Gold Answer:      [['They Drive by Night', 'The Man I Love', 'Gun Fury', 'Colorado Territory', 'Battle Cry', 'The Big Trail', 'San Antonio', 'Pursued', 'Along the Great Divide', 'Dark Command', 'Objective, Burma!', 'Distant Drums', 'Regeneration', 'Captain Horatio Hornblower R.N.', 'The Strawberry Blonde', 'The Tall Men', 'Going Hollywood', 'The Lawless Breed', 'They Died with Their Boots On', 'The King and Four Queens', 'The Enforcer', 'Desperate Journey', 'Background to Danger', 'High Sierra', 'The Roaring Twenties', 'Gentleman Jim']]
Predicted Ans:    The Man I Love
Predicted Path:   White Heat --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Man I Love
Path (Raw):       White Heat --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> The Man I Love --[No Operation]--> The Man I Love
Neg LogProb(↓):   1.873775
Path Entropy(↓):  2.665097
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie lake city
Start Entity:     Lake City
Gold Answer:      [['Tom Moore', 'Robert Altman', 'Michael Apted', 'Courtney Solomon', 'Hugh Wilson', 'David Lynch', 'Richard Pearce', 'William Wyler', 'Charles Matthau', 'Seth Gordon', 'Todd Field', 'Terrence Malick', 'Jarmo Lampela', 'Aaron Schneider', 'Mark Rydell', 'Brian De Palma', 'Jean Renoir']]
Predicted Ans:    Aaron Schneider
Predicted Path:   Lake City --[starred_actors]--> Sissy Spacek --[(INV) starred_actors]--> Get Low --[directed_by]--> Aaron Schneider
Path (Raw):       Lake City --[starred_actors]--> Sissy Spacek --[(INV) starred_actors]--> Get Low --[directed_by]--> Aaron Schneider
Neg LogProb(↓):   1.401576
Path Entropy(↓):  1.596085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with boys fall under
Start Entity:     Boys
Gold Answer:      [['Drama', 'Sport', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Boys --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[has_genre]--> Thriller
Path (Raw):       Boys --[written_by]--> James Salter --[(INV) written_by]--> The Hunters --[has_genre]--> Thriller
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie broadway melody of 1938
Start Entity:     Broadway Melody of 1938
Gold Answer:      [['Robert E. Sherwood', 'Edward Chodorov', 'Frederick Nebel', 'Edward E. Paramore Jr.', 'Jane Murfin', 'Rachel Crothers', 'Michael Mann', 'Erich Maria Remarque', 'John C. Higgins', 'Casey Robinson', 'Grace Zaring Stone', 'Talbot Jennings', 'James Fenimore Cooper', 'Ian Dalrymple', 'Gilbert Wakefield', 'Robert Dillon', 'Fred F. Finklehoffe', 'Howard Emmett Rogers', 'Richard Sherman', 'Sid Silvers', 'Claude Binyon', 'Robert Pirosh', 'George Froeschel', 'Harry Brown', 'Jan Lustig', 'George Zuckerman', 'George Oppenheimer', 'F. Scott Fitzgerald', 'Samuel Hopkins Adams', 'Harvey Fergusson', 'William P. McGivern', 'Sonya Levien', 'Ainsworth Morgan', 'Stephen Morehouse Avery', 'Daisy von Scherler Mayer', 'Ben Ames Williams', 'Thomas Malory', 'Æneas MacKenzie', 'Sir Walter Scott', 'Marguerite Roberts', 'John Gay', 'Noel Langley', 'Hans Rameau', 'James M. Cain', 'Thelma Strabel', 'Moss Hart', 'S.K. Lauren', 'Jack McGowan', 'Walter Noble Burns', 'Harry W. Conn', 'Arthur Wimperis', 'Oscar Hammerstein II', 'Anita Loos', 'Robert Bloch', 'Henryk Sienkiewicz', 'James Hilton', 'Tom Reed', 'Rupert Glasson', 'John Lee Mahin', 'Frances Marion']]
Predicted Ans:    Ben Ames Williams
Predicted Path:   Broadway Melody of 1938 --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Path (Raw):       Broadway Melody of 1938 --[starred_actors]--> Robert Taylor --[(INV) starred_actors]--> All the Brothers Were Valiant --[written_by]--> Ben Ames Williams
Neg LogProb(↓):   0.518860
Path Entropy(↓):  1.520941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by jack warner
Start Entity:     Jack Warner
Gold Answer:      [['Val Guest', 'Nigel Kneale']]
Predicted Ans:    Nigel Kneale
Predicted Path:   Jack Warner --[(INV) starred_actors]--> The Quatermass Xperiment --[written_by]--> Nigel Kneale
Path (Raw):       Jack Warner --[No Operation]--> Jack Warner --[(INV) starred_actors]--> The Quatermass Xperiment --[written_by]--> Nigel Kneale
Neg LogProb(↓):   0.027740
Path Entropy(↓):  0.125438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of the statement
Start Entity:     The Statement
Gold Answer:      [['Quartet', 'The Pianist', 'The Diving Bell and the Butterfly', 'Being Julia', 'The Dresser', 'The Lonely Passion of Judith Hearne', 'Torn Curtain', 'Black Robe', 'Australia', 'Oliver Twist', 'Taking Sides']]
Predicted Ans:    The Statement
Predicted Path:   The Statement --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Statement
Path (Raw):       The Statement --[No Operation]--> The Statement --[written_by]--> Ronald Harwood --[(INV) written_by]--> The Statement
Neg LogProb(↓):   0.433738
Path Entropy(↓):  1.241824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by robert rossen
Start Entity:     Robert Rossen
Gold Answer:      [['Van Heflin', 'Kate Winslet', 'Gary Cooper', 'Anthony Hopkins', 'Peter Fonda', 'Piper Laurie', 'Sean Penn', 'Joan Collins', 'Warren Beatty', 'Jean Seberg', 'Jackie Gleason', 'Broderick Crawford', 'Lilli Palmer', 'Anne Revere', 'Hazel Brooks', 'Tab Hunter', 'Paul Newman', 'Kim Hunter', 'John Garfield', 'Rita Hayworth', 'Jude Law', 'Richard Burton', 'George C. Scott', 'Joan Fontaine', 'Dorothy Dandridge', 'James Mason']]
Predicted Ans:    Jackie Gleason
Predicted Path:   Robert Rossen --[(INV) directed_by]--> The Hustler --[starred_actors]--> Jackie Gleason
Path (Raw):       Robert Rossen --[No Operation]--> Robert Rossen --[(INV) directed_by]--> The Hustler --[starred_actors]--> Jackie Gleason
Neg LogProb(↓):   0.254386
Path Entropy(↓):  0.775334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film hot millions were in which genres
Start Entity:     Hot Millions
Gold Answer:      [['Fantasy', 'Mystery', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Hot Millions --[starred_actors]--> Peter Ustinov --[(INV) starred_actors]--> We're No Angels --[has_genre]--> Comedy
Path (Raw):       Hot Millions --[starred_actors]--> Peter Ustinov --[(INV) starred_actors]--> We're No Angels --[has_genre]--> Comedy
Neg LogProb(↓):   0.693696
Path Entropy(↓):  0.698177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by ruth bradley
Start Entity:     Ruth Bradley
Gold Answer:      [['Kevin Lehane']]
Predicted Ans:    Kevin Lehane
Predicted Path:   Ruth Bradley --[(INV) starred_actors]--> Grabbers --[written_by]--> Kevin Lehane
Path (Raw):       Ruth Bradley --[No Operation]--> Ruth Bradley --[(INV) starred_actors]--> Grabbers --[written_by]--> Kevin Lehane
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film dr. dolittle 2
Start Entity:     Dr. Dolittle 2
Gold Answer:      [['Walter Hill', 'Tom Dey', 'Stephen Herek', 'Andrew Adamson', 'Conrad Vernon', 'Brian Robbins', 'Kelly Asbury', 'Ron Underwood', 'John Landis', 'Tony Scott', 'Eddie Murphy', 'Betty Thomas', 'Wes Craven', 'Steve Carr', 'Jerry Lewis', 'Jonathan Lynn', 'Reginald Hudlin', 'Bill Condon', 'Ted Demme', 'Gary Trousdale', 'Brett Ratner', 'Martin Brest', 'Rob Minkoff', 'Thomas Carter', 'Frank Oz', 'Vicky Jenson', 'Michael Ritchie']]
Predicted Ans:    Walter Hill
Predicted Path:   Dr. Dolittle 2 --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[directed_by]--> Walter Hill
Path (Raw):       Dr. Dolittle 2 --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.820113
Path Entropy(↓):  1.264256
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by dominique purdy
Start Entity:     Dominique Purdy
Gold Answer:      [['Paul Sapiano']]
Predicted Ans:    Paul Sapiano
Predicted Path:   Dominique Purdy --[(INV) starred_actors]--> Hollywood Sex Wars --[written_by]--> Paul Sapiano
Path (Raw):       Dominique Purdy --[No Operation]--> Dominique Purdy --[(INV) starred_actors]--> Hollywood Sex Wars --[written_by]--> Paul Sapiano
Neg LogProb(↓):   0.011285
Path Entropy(↓):  0.061543
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by gary webb
Start Entity:     Gary Webb
Gold Answer:      [['Michael Cuesta']]
Predicted Ans:    Michael Cuesta
Predicted Path:   Gary Webb --[(INV) written_by]--> Kill the Messenger --[directed_by]--> Michael Cuesta
Path (Raw):       Gary Webb --[No Operation]--> Gary Webb --[(INV) written_by]--> Kill the Messenger --[directed_by]--> Michael Cuesta
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by rex harrison
Start Entity:     rex harrison
Gold Answer:      [['The Ghost and Mrs. Muir', 'Doctor Dolittle', 'Cleopatra', 'Unfaithfully Yours']]
Predicted Ans:    Doctor Dolittle
Predicted Path:   rex harrison --[(INV) has_tags]--> Doctor Dolittle --[has_tags]--> rex harrison --[(INV) has_tags]--> Doctor Dolittle
Path (Raw):       rex harrison --[(INV) has_tags]--> Doctor Dolittle --[has_tags]--> rex harrison --[(INV) has_tags]--> Doctor Dolittle
Neg LogProb(↓):   0.001654
Path Entropy(↓):  0.013358
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of teyonah parris starred movies
Start Entity:     Teyonah Parris
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Teyonah Parris --[(INV) starred_actors]--> Dear White People --[release_year]--> 2014
Path (Raw):       Teyonah Parris --[No Operation]--> Teyonah Parris --[(INV) starred_actors]--> Dear White People --[release_year]--> 2014
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the slingshot
Start Entity:     The Slingshot
Gold Answer:      [['Stellan Skarsgård', 'Basia Frydman', 'Jesper Salén']]
Predicted Ans:    Stellan Skarsgård
Predicted Path:   The Slingshot --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> The Perfect Murder --[starred_actors]--> Stellan Skarsgård
Path (Raw):       The Slingshot --[starred_actors]--> Stellan Skarsgård --[(INV) starred_actors]--> The Perfect Murder --[starred_actors]--> Stellan Skarsgård
Neg LogProb(↓):   0.151539
Path Entropy(↓):  0.532433
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie tribute were in which genres
Start Entity:     Tribute
Gold Answer:      [['Drama', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Tribute --[written_by]--> Nora Roberts --[(INV) written_by]--> Tribute --[has_genre]--> Comedy
Path (Raw):       Tribute --[written_by]--> Nora Roberts --[(INV) written_by]--> Tribute --[has_genre]--> Comedy
Neg LogProb(↓):   0.934470
Path Entropy(↓):  0.688204
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film man's favorite sport? were released in which years
Start Entity:     Man's Favorite Sport?
Gold Answer:      [['1970', '1946', '1944', '1959', '1936', '1935', '1941', '1939', '1953', '1932', '1931', '1943', '1983', '1948', '1940', '1938', '1955', '1962', '1934', '1978', '1949', '1966', '1965', '1952', '1930']]
Predicted Ans:    1940
Predicted Path:   Man's Favorite Sport? --[directed_by]--> Howard Hawks --[(INV) directed_by]--> His Girl Friday --[release_year]--> 1940
Path (Raw):       Man's Favorite Sport? --[directed_by]--> Howard Hawks --[(INV) directed_by]--> His Girl Friday --[release_year]--> 1940
Neg LogProb(↓):   1.263064
Path Entropy(↓):  2.074122
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did emmanuel mouret act in
Start Entity:     Emmanuel Mouret
Gold Answer:      [['Shall We Kiss?']]
Predicted Ans:    Shall We Kiss?
Predicted Path:   Emmanuel Mouret --[(INV) starred_actors]--> Shall We Kiss? --[starred_actors]--> Michaël Cohen --[(INV) starred_actors]--> Shall We Kiss?
Path (Raw):       Emmanuel Mouret --[(INV) starred_actors]--> Shall We Kiss? --[starred_actors]--> Michaël Cohen --[(INV) starred_actors]--> Shall We Kiss?
Neg LogProb(↓):   0.000513
Path Entropy(↓):  0.004402
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jamie thraves directed which movies
Start Entity:     Jamie Thraves
Gold Answer:      [['The Cry of the Owl']]
Predicted Ans:    The Cry of the Owl
Predicted Path:   Jamie Thraves --[(INV) directed_by]--> The Cry of the Owl --[directed_by]--> Jamie Thraves --[(INV) directed_by]--> The Cry of the Owl
Path (Raw):       Jamie Thraves --[(INV) directed_by]--> The Cry of the Owl --[directed_by]--> Jamie Thraves --[(INV) directed_by]--> The Cry of the Owl
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the yakuza
Start Entity:     The Yakuza
Gold Answer:      [['Light Sleeper', 'Love Affair', 'Tequila Sunrise', 'Kiss of the Spider Woman', 'American Gigolo', 'The Tomb of Ligeia', 'Chinatown', 'Raging Bull', 'Villa Rides', 'Forever Mine', 'Obsession', 'Rolling Thunder', 'Bringing Out the Dead', 'The Walker', 'Hardcore', 'Ask the Dust', 'Without Limits', 'Touch', 'Taxi Driver', 'The Last Detail', 'Affliction', 'Light of Day', 'Personal Best', 'The Killing of America', 'Blue Collar', 'Shampoo']]
Predicted Ans:    Affliction
Predicted Path:   The Yakuza --[written_by]--> Paul Schrader --[(INV) written_by]--> Affliction
Path (Raw):       The Yakuza --[written_by]--> Paul Schrader --[(INV) written_by]--> Affliction --[No Operation]--> Affliction
Neg LogProb(↓):   1.216071
Path Entropy(↓):  2.145984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by rage writers
Start Entity:     Rage
Gold Answer:      [['French']]
Predicted Ans:    Crime
Predicted Path:   Rage --[written_by]--> Jim Agnew --[(INV) written_by]--> Rage --[has_genre]--> Crime
Path (Raw):       Rage --[written_by]--> Jim Agnew --[(INV) written_by]--> Rage --[has_genre]--> Crime
Neg LogProb(↓):   0.399797
Path Entropy(↓):  1.075930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed films that share actors with the film waking the dead
Start Entity:     Waking the Dead
Gold Answer:      [['Bart Freundlich', 'Stephen Frears', 'Tim Burton', 'William H. Macy', 'Alison Maclean', "Pat O'Connor", 'Zack Snyder', 'Guillaume Canet', 'Robert Towne', 'Justin Theroux']]
Predicted Ans:    Zack Snyder
Predicted Path:   Waking the Dead --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[directed_by]--> Zack Snyder
Path (Raw):       Waking the Dead --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[directed_by]--> Zack Snyder
Neg LogProb(↓):   0.262641
Path Entropy(↓):  0.749984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of super size me
Start Entity:     Super Size Me
Gold Answer:      [['2008', '2012']]
Predicted Ans:    2008
Predicted Path:   Super Size Me --[written_by]--> Morgan Spurlock --[(INV) written_by]--> Where in the World Is Osama Bin Laden? --[release_year]--> 2008
Path (Raw):       Super Size Me --[written_by]--> Morgan Spurlock --[(INV) written_by]--> Where in the World Is Osama Bin Laden? --[release_year]--> 2008
Neg LogProb(↓):   0.789879
Path Entropy(↓):  1.028864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by philippe garrel
Start Entity:     Philippe Garrel
Gold Answer:      [['Céline Sallette', 'Laura Smet', 'Clémentine Poidatz', 'Louis Garrel', 'Jérôme Robart', 'Monica Bellucci']]
Predicted Ans:    Louis Garrel
Predicted Path:   Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[starred_actors]--> Louis Garrel
Path (Raw):       Philippe Garrel --[No Operation]--> Philippe Garrel --[(INV) directed_by]--> A Burning Hot Summer --[starred_actors]--> Louis Garrel
Neg LogProb(↓):   0.132215
Path Entropy(↓):  0.464969
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by andrew wellman
Start Entity:     Andrew Wellman
Gold Answer:      [['Jefery Levy']]
Predicted Ans:    Jefery Levy
Predicted Path:   Andrew Wellman --[(INV) written_by]--> S.F.W. --[directed_by]--> Jefery Levy
Path (Raw):       Andrew Wellman --[No Operation]--> Andrew Wellman --[(INV) written_by]--> S.F.W. --[directed_by]--> Jefery Levy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed 976 - evil ii
Start Entity:     976-Evil II
Gold Answer:      [['Steve Mitchell', 'Charles B. Griffith', 'Jim Wynorski', 'Damian Lee', 'Mark Hanna', 'Lenny Juliano']]
Predicted Ans:    Damian Lee
Predicted Path:   976-Evil II --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Path (Raw):       976-Evil II --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[written_by]--> Damian Lee
Neg LogProb(↓):   0.043892
Path Entropy(↓):  0.214796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by john canada terrell fall under
Start Entity:     John Canada Terrell
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Canada Terrell --[(INV) starred_actors]--> She's Gotta Have It --[has_genre]--> Comedy
Path (Raw):       John Canada Terrell --[No Operation]--> John Canada Terrell --[(INV) starred_actors]--> She's Gotta Have It --[has_genre]--> Comedy
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by murder! actors release
Start Entity:     Murder!
Gold Answer:      [['1934', '1946', '1933', '1940', '1982', '2006', '1929', '1932', '1935', '2012', '1941', '1937', '1984', '2007']]
Predicted Ans:    1930
Predicted Path:   Murder! --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Murder! --[release_year]--> 1930
Path (Raw):       Murder! --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Murder! --[release_year]--> 1930
Neg LogProb(↓):   1.390910
Path Entropy(↓):  1.578775
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the movies acted by jamie dornan fall under
Start Entity:     Jamie Dornan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jamie Dornan --[(INV) starred_actors]--> Fifty Shades of Grey --[has_genre]--> Drama
Path (Raw):       Jamie Dornan --[No Operation]--> Jamie Dornan --[(INV) starred_actors]--> Fifty Shades of Grey --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of johnny dangerously
Start Entity:     Johnny Dangerously
Gold Answer:      [['1995', '1990', '1989', '1982', '2012', '2007']]
Predicted Ans:    1990
Predicted Path:   Johnny Dangerously --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[release_year]--> 1990
Path (Raw):       Johnny Dangerously --[directed_by]--> Amy Heckerling --[(INV) directed_by]--> Look Who's Talking Too --[release_year]--> 1990
Neg LogProb(↓):   0.745597
Path Entropy(↓):  1.243667
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did christopher smith write
Start Entity:     Christopher Smith
Gold Answer:      [['Triangle', 'Severance', 'Creep']]
Predicted Ans:    Creep
Predicted Path:   Christopher Smith --[(INV) written_by]--> Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Creep
Path (Raw):       Christopher Smith --[(INV) written_by]--> Creep --[written_by]--> Christopher Smith --[(INV) written_by]--> Creep
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000012
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with hellzapoppin'fall under
Start Entity:     Hellzapoppin'
Gold Answer:      [['Musical', 'Comedy', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Hellzapoppin' --[starred_actors]--> Martha Raye --[(INV) starred_actors]--> Double or Nothing --[has_genre]--> Comedy
Path (Raw):       Hellzapoppin' --[starred_actors]--> Martha Raye --[(INV) starred_actors]--> Double or Nothing --[has_genre]--> Comedy
Neg LogProb(↓):   0.087746
Path Entropy(↓):  0.309656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by t. hee were released in which years
Start Entity:     T. Hee
Gold Answer:      [['2002', '1940']]
Predicted Ans:    1940
Predicted Path:   T. Hee --[(INV) directed_by]--> Pinocchio --[release_year]--> 1940
Path (Raw):       T. Hee --[No Operation]--> T. Hee --[(INV) directed_by]--> Pinocchio --[release_year]--> 1940
Neg LogProb(↓):   0.150209
Path Entropy(↓):  0.404006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the writer of the film 25th hour
Start Entity:     25th Hour
Gold Answer:      [['David Benioff']]
Predicted Ans:    Aislinn Hunter
Predicted Path:   25th Hour --[written_by]--> David Benioff --[(INV) written_by]--> Stay --[written_by]--> Aislinn Hunter
Path (Raw):       25th Hour --[written_by]--> David Benioff --[(INV) written_by]--> Stay --[written_by]--> Aislinn Hunter
Neg LogProb(↓):   0.001910
Path Entropy(↓):  0.015346
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of films directed by the director of marat / sade
Start Entity:     Marat/Sade
Gold Answer:      [['1963', '1990']]
Predicted Ans:    1963
Predicted Path:   Marat/Sade --[directed_by]--> Peter Brook --[(INV) directed_by]--> Lord of the Flies --[release_year]--> 1963
Path (Raw):       Marat/Sade --[directed_by]--> Peter Brook --[(INV) directed_by]--> Lord of the Flies --[release_year]--> 1963
Neg LogProb(↓):   1.006611
Path Entropy(↓):  1.324334
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does mike norris appear in
Start Entity:     Mike Norris
Gold Answer:      [['Bells of Innocence', 'Born American']]
Predicted Ans:    Bells of Innocence
Predicted Path:   Mike Norris --[(INV) starred_actors]--> Bells of Innocence --[starred_actors]--> Marshall R. Teague --[(INV) starred_actors]--> Bells of Innocence
Path (Raw):       Mike Norris --[(INV) starred_actors]--> Bells of Innocence --[starred_actors]--> Marshall R. Teague --[(INV) starred_actors]--> Bells of Innocence
Neg LogProb(↓):   0.158158
Path Entropy(↓):  0.416211
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
An awfully big adventure, when was it released
Start Entity:     An Awfully Big Adventure
Gold Answer:      [['1995']]
Predicted Ans:    1995
Predicted Path:   An Awfully Big Adventure --[release_year]--> 1995 --[(INV) release_year]--> Restoration --[release_year]--> 1995
Path (Raw):       An Awfully Big Adventure --[release_year]--> 1995 --[(INV) release_year]--> Restoration --[release_year]--> 1995
Neg LogProb(↓):   3.008156
Path Entropy(↓):  4.364223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by rachel nichols
Start Entity:     Rachel Nichols
Gold Answer:      [['George C. Scott', 'John Milius', 'Paco Cabezas', 'Marcus Nispel', 'Franck Khalfoun', 'Sally Potter']]
Predicted Ans:    John Milius
Predicted Path:   Rachel Nichols --[(INV) starred_actors]--> Conan the Barbarian --[directed_by]--> John Milius
Path (Raw):       Rachel Nichols --[No Operation]--> Rachel Nichols --[(INV) starred_actors]--> Conan the Barbarian --[directed_by]--> John Milius
Neg LogProb(↓):   0.912942
Path Entropy(↓):  1.288597
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by armando de razza were in which languages
Start Entity:     Armando De Razza
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Armando De Razza --[(INV) starred_actors]--> The Day of the Beast --[in_language]--> Spanish
Path (Raw):       Armando De Razza --[No Operation]--> Armando De Razza --[(INV) starred_actors]--> The Day of the Beast --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with the princess of montpensier fall under
Start Entity:     The Princess of Montpensier
Gold Answer:      [['Biography', 'Drama', 'War', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   The Princess of Montpensier --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> The Public Woman --[has_genre]--> Drama
Path (Raw):       The Princess of Montpensier --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> The Public Woman --[has_genre]--> Drama
Neg LogProb(↓):   0.393857
Path Entropy(↓):  0.850850
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of a clockwork orange
Start Entity:     A Clockwork Orange
Gold Answer:      [['Anthony Burgess', 'Stanley Kubrick']]
Predicted Ans:    Stanley Kubrick
Predicted Path:   A Clockwork Orange --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[written_by]--> Stanley Kubrick
Path (Raw):       A Clockwork Orange --[written_by]--> Stanley Kubrick --[(INV) written_by]--> Paths of Glory --[written_by]--> Stanley Kubrick
Neg LogProb(↓):   0.062999
Path Entropy(↓):  0.233062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie cold sweat
Start Entity:     Cold Sweat
Gold Answer:      [['1970', '1985', '1967', '1979', '1974', '1984', '1977', '1968', '1982', '1983', '1976', '1972', '1981', '1961', '2011', '1988', '1975', '1966', '1960', '1987', '1986', '1958']]
Predicted Ans:    1968
Predicted Path:   Cold Sweat --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Path (Raw):       Cold Sweat --[starred_actors]--> Charles Bronson --[(INV) starred_actors]--> Once Upon a Time in the West --[release_year]--> 1968
Neg LogProb(↓):   0.550282
Path Entropy(↓):  1.574161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the machinist director release
Start Entity:     The Machinist
Gold Answer:      [['1998', '2001', '2008', '2010', '2014', '2013']]
Predicted Ans:    2014
Predicted Path:   The Machinist --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Stonehearst Asylum --[release_year]--> 2014
Path (Raw):       The Machinist --[directed_by]--> Brad Anderson --[(INV) directed_by]--> Stonehearst Asylum --[release_year]--> 2014
Neg LogProb(↓):   0.868594
Path Entropy(↓):  1.512243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by ordinary people actors release
Start Entity:     Ordinary People
Gold Answer:      [['1970', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1984', '2007', '1998', '2009', '1982', '1973', '2014', '1994', '1956', '1983', '1976', '1971', '1989', '1996', '2002', '1981', '2011', '1986', '2013', '1988', '1978', '2000', '1997', '1975', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1969
Predicted Path:   Ordinary People --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Path (Raw):       Ordinary People --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job --[release_year]--> 1969
Neg LogProb(↓):   1.395283
Path Entropy(↓):  3.144698
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote the trail beyond
Start Entity:     The Trail Beyond
Gold Answer:      [['1988']]
Predicted Ans:    1934
Predicted Path:   The Trail Beyond --[written_by]--> James Oliver Curwood --[(INV) written_by]--> The Trail Beyond --[release_year]--> 1934
Path (Raw):       The Trail Beyond --[written_by]--> James Oliver Curwood --[(INV) written_by]--> The Trail Beyond --[release_year]--> 1934
Neg LogProb(↓):   0.000229
Path Entropy(↓):  0.002148
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When were the films directed by jeremy saulnier released
Start Entity:     Jeremy Saulnier
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Jeremy Saulnier --[(INV) directed_by]--> Blue Ruin --[release_year]--> 2013
Path (Raw):       Jeremy Saulnier --[No Operation]--> Jeremy Saulnier --[(INV) directed_by]--> Blue Ruin --[release_year]--> 2013
Neg LogProb(↓):   0.394325
Path Entropy(↓):  0.631216
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the details fall under
Start Entity:     The Details
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Details --[directed_by]--> Jacob Aaron Estes --[(INV) directed_by]--> Mean Creek --[has_genre]--> Drama
Path (Raw):       The Details --[directed_by]--> Jacob Aaron Estes --[(INV) directed_by]--> Mean Creek --[has_genre]--> Drama
Neg LogProb(↓):   0.001416
Path Entropy(↓):  0.010732
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie trouble in paradise
Start Entity:     Trouble in Paradise
Gold Answer:      [['W. Somerset Maugham', 'Bessie Breuer', 'Ron Nyswaner', 'Guy Bolton', 'Rachel Crothers', 'Fredric Brown', 'Elizabeth Taylor', 'John Van Druten', 'Preston Sturges', 'MacKinlay Kantor', 'Waldemar Young', 'Samuel Hoffenstein', 'Bertram Bloch', 'René Peter', 'Robert Benchley', 'Charles Brackett', 'Walter Reisch', 'Jane Hinton', 'Melchior Lengyel', 'Lothar Schmidt', 'Léopold Marchand', 'Paul Armont', 'Louis Pelletier', 'Ladislas Fodor', 'Edith Fitzgerald', 'Langdon Mitchell', 'Clemence Dane', 'William Makepeace Thackeray', 'Mordaunt Shairp', 'Samson Raphaelson', 'Ernest Vajda', 'John Meehan', 'Jay Anania', 'Caesar Dunn', 'Neil Jordan', "Robert Vincent O'Neill", 'Joseph Michael Cala', 'Joan Harrison', 'Charles Bennett', 'Ferenc Molnár', 'Lillian Hellman', 'Francis Edward Faragoh', 'S.K. Lauren', 'Alfred Hitchcock', 'Sidney Howard', 'Salka Viertel', 'Hans Müller', 'Garrett Fort', 'Anita Loos', 'Leopold Jacobson', 'Robert Buckner', 'Ben Hecht', 'Alma Reville', 'William Faulkner', 'Walter C. Mycroft', 'Helen Simpson', 'Avery Hopwood', 'George Marion Jr.', 'James Hilton']]
Predicted Ans:    Alma Reville
Predicted Path:   Trouble in Paradise --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Murder! --[written_by]--> Alma Reville
Path (Raw):       Trouble in Paradise --[starred_actors]--> Herbert Marshall --[(INV) starred_actors]--> Murder! --[written_by]--> Alma Reville
Neg LogProb(↓):   1.030719
Path Entropy(↓):  0.918038
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in killing lincoln
Start Entity:     Killing Lincoln
Gold Answer:      [['Brian De Palma', 'Tom Mankiewicz', 'Mike Nichols', 'Matthew Lillard', 'Alexander Mackendrick', 'Jonathan Demme', 'Ron Howard', 'Ethan Coen', 'Richard Benjamin', 'David Seltzer', 'Penny Marshall', 'Nicholas Meyer', 'Joe Dante', 'Joe Johnston', 'Steven Spielberg', 'Robert Zemeckis', 'Garry Marshall', 'Neal Israel', 'John Lee Hancock', 'Paul Greengrass', 'Tom Hanks', 'Frank Darabont', 'Lee Unkrich', 'Nora Ephron', 'John Lasseter', 'John Patrick Shanley', 'Stan Dragoti']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   Killing Lincoln --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Forrest Gump --[directed_by]--> Robert Zemeckis
Path (Raw):       Killing Lincoln --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> Forrest Gump --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   1.118189
Path Entropy(↓):  1.949439
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by nick damici
Start Entity:     Nick Damici
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Nick Damici --[(INV) starred_actors]--> Late Phases --[in_language]--> English
Path (Raw):       Nick Damici --[No Operation]--> Nick Damici --[(INV) starred_actors]--> Late Phases --[in_language]--> English
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by stroker ace actors
Start Entity:     Stroker Ace
Gold Answer:      [['Ronald Neame', 'Buzz Kulik', 'Michael Crichton', 'Tom Gries', 'François Truffaut', 'Michael Hoffman', 'Peter Bogdanovich', 'Burt Reynolds', 'Don Bluth', 'Blake Edwards', 'Robert Altman', 'Richard Donner', 'Richard Benjamin', 'Bill Forsyth', 'Andy Cadiff', 'Gore Verbinski', 'Steven Schachter', 'Robert Aldrich', 'Jim McBride', 'Mel Smith', 'John Boorman', 'Colin Higgins', 'David Anspaugh', 'Joel Schumacher', 'Stanley Donen', 'Joseph Sargent', 'Andrew Bergman', 'Steven Spielberg', 'John G. Avildsen', 'Francis Veber', 'Richard Lester', 'Hal Needham', 'Tom Gilroy', 'Jorge Torregrossa', 'Daniel Petrie', 'Norman Jewison', 'David Steinberg', 'Sergio Corbucci', 'Richard A. Colla', 'Michael Dinner', 'Alan J. Pakula', 'Michael Ritchie']]
Predicted Ans:    John Boorman
Predicted Path:   Stroker Ace --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Deliverance --[directed_by]--> John Boorman
Path (Raw):       Stroker Ace --[starred_actors]--> Ned Beatty --[(INV) starred_actors]--> Deliverance --[directed_by]--> John Boorman
Neg LogProb(↓):   1.093761
Path Entropy(↓):  1.641677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of tremors
Start Entity:     Tremors
Gold Answer:      [['John Badham']]
Predicted Ans:    John Badham
Predicted Path:   Tremors --[written_by]--> Brent Maddock --[(INV) written_by]--> Short Circuit --[directed_by]--> John Badham
Path (Raw):       Tremors --[written_by]--> Brent Maddock --[(INV) written_by]--> Short Circuit --[directed_by]--> John Badham
Neg LogProb(↓):   0.007269
Path Entropy(↓):  0.047449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by soumitra chatterjee
Start Entity:     Soumitra Chatterjee
Gold Answer:      [['Satyajit Ray', 'Rabindranath Tagore']]
Predicted Ans:    Satyajit Ray
Predicted Path:   Soumitra Chatterjee --[(INV) starred_actors]--> The World of Apu --[written_by]--> Satyajit Ray
Path (Raw):       Soumitra Chatterjee --[No Operation]--> Soumitra Chatterjee --[(INV) starred_actors]--> The World of Apu --[written_by]--> Satyajit Ray
Neg LogProb(↓):   0.627874
Path Entropy(↓):  0.767963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by tor johnson
Start Entity:     Tor Johnson
Gold Answer:      [['1955', '1959']]
Predicted Ans:    1955
Predicted Path:   Tor Johnson --[(INV) starred_actors]--> Bride of the Monster --[release_year]--> 1955
Path (Raw):       Tor Johnson --[No Operation]--> Tor Johnson --[(INV) starred_actors]--> Bride of the Monster --[release_year]--> 1955
Neg LogProb(↓):   0.056254
Path Entropy(↓):  0.212131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in monsieur batignole
Start Entity:     Monsieur Batignole
Gold Answer:      [['Gérard Jugnot', 'Jules Sitruk', 'Michèle Garcia']]
Predicted Ans:    Jules Sitruk
Predicted Path:   Monsieur Batignole --[starred_actors]--> Michèle Garcia --[(INV) starred_actors]--> Monsieur Batignole --[starred_actors]--> Jules Sitruk
Path (Raw):       Monsieur Batignole --[starred_actors]--> Michèle Garcia --[(INV) starred_actors]--> Monsieur Batignole --[starred_actors]--> Jules Sitruk
Neg LogProb(↓):   1.265925
Path Entropy(↓):  1.696169
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of under the roofs of paris
Start Entity:     Under the Roofs of Paris
Gold Answer:      [['René Clair']]
Predicted Ans:    René Clair
Predicted Path:   Under the Roofs of Paris --[written_by]--> René Clair --[(INV) written_by]--> Entr'acte --[directed_by]--> René Clair
Path (Raw):       Under the Roofs of Paris --[written_by]--> René Clair --[(INV) written_by]--> Entr'acte --[directed_by]--> René Clair
Neg LogProb(↓):   0.043881
Path Entropy(↓):  0.221517
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by julie strain were in which genres
Start Entity:     Julie Strain
Gold Answer:      [['Documentary', 'Fantasy']]
Predicted Ans:    Documentary
Predicted Path:   Julie Strain --[(INV) starred_actors]--> Popatopolis --[has_genre]--> Documentary
Path (Raw):       Julie Strain --[No Operation]--> Julie Strain --[(INV) starred_actors]--> Popatopolis --[has_genre]--> Documentary
Neg LogProb(↓):   0.000015
Path Entropy(↓):  0.000184
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by benedikt erlingsson released
Start Entity:     Benedikt Erlingsson
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Benedikt Erlingsson --[(INV) written_by]--> Of Horses and Men --[release_year]--> 2013
Path (Raw):       Benedikt Erlingsson --[No Operation]--> Benedikt Erlingsson --[(INV) written_by]--> Of Horses and Men --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is a film written by william r. lipman
Start Entity:     William R. Lipman
Gold Answer:      [['Little Miss Marker']]
Predicted Ans:    Little Miss Marker
Predicted Path:   William R. Lipman --[(INV) written_by]--> Little Miss Marker --[written_by]--> William R. Lipman --[(INV) written_by]--> Little Miss Marker
Path (Raw):       William R. Lipman --[(INV) written_by]--> Little Miss Marker --[written_by]--> William R. Lipman --[(INV) written_by]--> Little Miss Marker
Neg LogProb(↓):   0.055753
Path Entropy(↓):  0.231815
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did stuart millar direct
Start Entity:     Stuart Millar
Gold Answer:      [['Rooster Cogburn']]
Predicted Ans:    Rooster Cogburn
Predicted Path:   Stuart Millar --[(INV) directed_by]--> Rooster Cogburn --[directed_by]--> Stuart Millar --[(INV) directed_by]--> Rooster Cogburn
Path (Raw):       Stuart Millar --[(INV) directed_by]--> Rooster Cogburn --[directed_by]--> Stuart Millar --[(INV) directed_by]--> Rooster Cogburn
Neg LogProb(↓):   0.000075
Path Entropy(↓):  0.000837
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of chopping mall
Start Entity:     Chopping Mall
Gold Answer:      [['Piranhaconda', 'Agent Red', 'Deathstalker II', 'The Return of Swamp Thing', '976-Evil II', 'Cheerleader Massacre', 'Sorority House Massacre II', 'Not of This Earth', 'Camel Spiders']]
Predicted Ans:    Agent Red
Predicted Path:   Chopping Mall --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red
Path (Raw):       Chopping Mall --[directed_by]--> Jim Wynorski --[(INV) directed_by]--> Agent Red --[No Operation]--> Agent Red
Neg LogProb(↓):   0.024847
Path Entropy(↓):  0.137365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by robyn davidson release
Start Entity:     Robyn Davidson
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Robyn Davidson --[(INV) written_by]--> Tracks --[release_year]--> 2013
Path (Raw):       Robyn Davidson --[No Operation]--> Robyn Davidson --[(INV) written_by]--> Tracks --[release_year]--> 2013
Neg LogProb(↓):   0.000137
Path Entropy(↓):  0.001354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of chad hanna
Start Entity:     Chad Hanna
Gold Answer:      [['Alice Faye', 'Madeleine Carroll', 'Vilma Bánky', 'Millard Mitchell', 'Tyrone Power', 'Henry Fonda', 'Gene Tierney', 'Ronald Colman', 'Susan Hayward', 'Hugh Marlowe', 'Gary Cooper', 'Alice Brady', 'John Hodiak', 'Randolph Scott', 'Gregory Peck', 'Janet Gaynor', 'William Holden', 'Mel Ferrer', 'Joan Collins', 'Geraldine Fitzgerald', 'Gordon MacRae', 'Jeanne Crain', 'Vivian Blaine', 'Dana Andrews', 'Dick Haymes', 'Jennifer Jones', 'Shirley Jones', 'Ethel Merman', 'Jason Robards', 'Freddie Bartholomew', 'Guy Standing', 'Errol Flynn', 'Lillian Gish', 'Claudette Colbert', 'Don Ameche', 'Thomas Mitchell', 'Lew Ayres', 'Will Rogers', 'Alexander Knox', 'Helen Westcott', 'Ava Gardner', 'John Payne', 'Cesar Romero', 'Jean Peters', 'Gary Merrill', "Maureen O'Hara", 'Jaycee Chan', 'Joan Chen', 'Nancy Kelly']]
Predicted Ans:    Don Ameche
Predicted Path:   Chad Hanna --[directed_by]--> Henry King --[(INV) directed_by]--> Alexander's Ragtime Band --[starred_actors]--> Don Ameche
Path (Raw):       Chad Hanna --[directed_by]--> Henry King --[(INV) directed_by]--> Alexander's Ragtime Band --[starred_actors]--> Don Ameche
Neg LogProb(↓):   0.770340
Path Entropy(↓):  1.076600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is king kong
Start Entity:     King Kong
Gold Answer:      [['Adventure', 'Fantasy']]
Predicted Ans:    Adventure
Predicted Path:   King Kong --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Path (Raw):       King Kong --[has_genre]--> Adventure --[(INV) has_genre]--> Starcrash --[has_genre]--> Adventure
Neg LogProb(↓):   2.440654
Path Entropy(↓):  3.197677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the ice pirates
Start Entity:     The Ice Pirates
Gold Answer:      [['John Quaintance', 'Nicholas Proffitt', 'Wes Anderson', 'Sean Penn', 'George Lucas', 'Rusty Lemorande', 'Jim Thompson', 'Owen Wilson', 'Christine Bell', 'Francis Ford Coppola', 'Noah Baumbach', 'Roald Dahl', 'Nigel Kneale', 'Donald E. Westlake', 'Norah Lofts', 'Michael Connelly', 'Paul Rudnick', "Brendan O'Carroll", 'James Joyce']]
Predicted Ans:    Nicholas Proffitt
Predicted Path:   The Ice Pirates --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[written_by]--> Nicholas Proffitt
Path (Raw):       The Ice Pirates --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> Gardens of Stone --[written_by]--> Nicholas Proffitt
Neg LogProb(↓):   0.578650
Path Entropy(↓):  1.018191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by jacques perrin in
Start Entity:     Jacques Perrin
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Jacques Perrin --[(INV) written_by]--> Oceans --[has_genre]--> Documentary
Path (Raw):       Jacques Perrin --[No Operation]--> Jacques Perrin --[(INV) written_by]--> Oceans --[has_genre]--> Documentary
Neg LogProb(↓):   0.164628
Path Entropy(↓):  0.425831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by suzanne may
Start Entity:     Suzanne May
Gold Answer:      [['Todd Berger']]
Predicted Ans:    Todd Berger
Predicted Path:   Suzanne May --[(INV) starred_actors]--> The Scenesters --[directed_by]--> Todd Berger
Path (Raw):       Suzanne May --[No Operation]--> Suzanne May --[(INV) starred_actors]--> The Scenesters --[directed_by]--> Todd Berger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the city of lost children
Start Entity:     The City of Lost Children
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   The City of Lost Children --[has_genre]--> Fantasy --[(INV) has_genre]--> The Lost Continent --[has_genre]--> Fantasy
Path (Raw):       The City of Lost Children --[has_genre]--> Fantasy --[(INV) has_genre]--> The Lost Continent --[has_genre]--> Fantasy
Neg LogProb(↓):   1.216230
Path Entropy(↓):  1.738195
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of i don't want to talk about it
Start Entity:     I Don't Want to Talk About It
Gold Answer:      [['Camila']]
Predicted Ans:    Camila
Predicted Path:   I Don't Want to Talk About It --[directed_by]--> María Luisa Bemberg --[(INV) directed_by]--> Camila
Path (Raw):       I Don't Want to Talk About It --[No Operation]--> I Don't Want to Talk About It --[directed_by]--> María Luisa Bemberg --[(INV) directed_by]--> Camila
Neg LogProb(↓):   0.356376
Path Entropy(↓):  0.897436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of arnold vosloo starred movies
Start Entity:     Arnold Vosloo
Gold Answer:      [['Karl Freund', 'Alan Rudolph', 'Terence Fisher', 'Kevin Tenney', 'Stephen Sommers']]
Predicted Ans:    Stephen Sommers
Predicted Path:   Arnold Vosloo --[(INV) starred_actors]--> The Mummy --[directed_by]--> Stephen Sommers
Path (Raw):       Arnold Vosloo --[No Operation]--> Arnold Vosloo --[(INV) starred_actors]--> The Mummy --[directed_by]--> Stephen Sommers
Neg LogProb(↓):   0.511223
Path Entropy(↓):  0.867962
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of cronos also wrote which films
Start Entity:     Cronos
Gold Answer:      [['Pacific Rim', 'Mimic', 'Hellboy', "Don't Be Afraid of the Dark", "The Devil's Backbone", "Pan's Labyrinth"]]
Predicted Ans:    Cronos
Predicted Path:   Cronos --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos
Path (Raw):       Cronos --[written_by]--> Guillermo del Toro --[(INV) written_by]--> Cronos --[No Operation]--> Cronos
Neg LogProb(↓):   0.016543
Path Entropy(↓):  0.095788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote jackpot
Start Entity:     Jackpot
Gold Answer:      [['Mark Polish', 'Michael Polish']]
Predicted Ans:    Mark Polish
Predicted Path:   Jackpot --[written_by]--> Mark Polish --[(INV) written_by]--> Jackpot --[written_by]--> Mark Polish
Path (Raw):       Jackpot --[written_by]--> Mark Polish --[(INV) written_by]--> Jackpot --[written_by]--> Mark Polish
Neg LogProb(↓):   0.008829
Path Entropy(↓):  0.050559
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did josh gilbert write the story for
Start Entity:     Josh Gilbert
Gold Answer:      [['A/k/a Tommy Chong']]
Predicted Ans:    A/k/a Tommy Chong
Predicted Path:   Josh Gilbert --[(INV) written_by]--> A/k/a Tommy Chong --[written_by]--> Josh Gilbert --[(INV) written_by]--> A/k/a Tommy Chong
Path (Raw):       Josh Gilbert --[(INV) written_by]--> A/k/a Tommy Chong --[written_by]--> Josh Gilbert --[(INV) written_by]--> A/k/a Tommy Chong
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor halle berry is a co - star of who
Start Entity:     Halle Berry
Gold Answer:      [['Bruce Willis', 'Lambert Wilson', 'Jessica Lange', 'Morris Chestnut', 'Hugh Jackman', 'Vivica A. Fox', 'John Travolta', 'James Caan', 'Robin Givens', 'Eddie Murphy', 'Billy Bob Thornton', 'Don Cheadle', "Maryam d'Abo", 'Kurt Russell', 'John Leguizamo', 'Martin Landau', 'Steven Seagal', 'Larenz Tate', 'Benjamin Bratt', 'David Alan Grier', 'Benicio Del Toro', 'Olivier Martinez', 'Abigail Breslin', 'Michael Eklund', 'Sharon Stone', 'Ursula Andress', 'James Belushi', 'Omar Epps', 'Lela Rochon', 'Patrick Swayze', 'Craig Sheffer']]
Predicted Ans:    Halle Berry
Predicted Path:   Halle Berry --[(INV) starred_actors]--> Gothika --[starred_actors]--> Halle Berry
Path (Raw):       Halle Berry --[No Operation]--> Halle Berry --[(INV) starred_actors]--> Gothika --[starred_actors]--> Halle Berry
Neg LogProb(↓):   0.029178
Path Entropy(↓):  0.173859
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by joshua marston were in which genres
Start Entity:     Joshua Marston
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[has_genre]--> Drama
Path (Raw):       Joshua Marston --[No Operation]--> Joshua Marston --[(INV) written_by]--> The Forgiveness of Blood --[has_genre]--> Drama
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000189
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film diary of a hitman
Start Entity:     Diary of a Hitman
Gold Answer:      [['1995', '2000', '2001', '2008', '1990', '1992', '2005', '2010', '1991', '1996', '2006', '1999', '2002', '2011', '1984', '2013']]
Predicted Ans:    2010
Predicted Path:   Diary of a Hitman --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repo Men --[release_year]--> 2010
Path (Raw):       Diary of a Hitman --[starred_actors]--> Forest Whitaker --[(INV) starred_actors]--> Repo Men --[release_year]--> 2010
Neg LogProb(↓):   1.200927
Path Entropy(↓):  1.980128
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in and now a word from our sponsor
Start Entity:     And Now a Word from Our Sponsor
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   And Now a Word from Our Sponsor --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away --[has_genre]--> Comedy
Path (Raw):       And Now a Word from Our Sponsor --[starred_actors]--> Bruce Greenwood --[(INV) starred_actors]--> Swept Away --[has_genre]--> Comedy
Neg LogProb(↓):   1.640213
Path Entropy(↓):  2.148980
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by iddo goldberg released
Start Entity:     Iddo Goldberg
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Iddo Goldberg --[(INV) starred_actors]--> Last Passenger --[release_year]--> 2013
Path (Raw):       Iddo Goldberg --[No Operation]--> Iddo Goldberg --[(INV) starred_actors]--> Last Passenger --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by george cukor
Start Entity:     George Cukor
Gold Answer:      [['Greta Garbo', 'Marie Dressler', 'June Allyson', 'Ronald Colman', 'Anton Walbrook', 'Diana Wynyard', 'Frank Pettingell', 'Cary Grant', 'Joan Bennett', 'Ginger Rogers', 'Katharine Hepburn', 'Janet Gaynor', 'May Robson', 'Anthony Quinn', 'Winona Ryder', 'Spring Byington', 'Charles Ruggles', 'Vivien Leigh', 'John Barrymore', 'Kay Francis', 'Doris Nolan', 'Lew Ayres', 'Claire Bloom', 'Anthony Franciosa', 'James Franco', 'Maurice Chevalier', 'Jean Harlow', 'Sienna Miller', 'Efrem Zimbalist Jr.', 'William Holden', 'Adolphe Menjou', 'Joseph Cotten', 'Michael Richards', 'Broderick Crawford', 'Bill Travers', 'Abraham Sofaer', 'Joel McCrea', 'Lionel Barrymore', 'Tony Randall', 'Teresa Wright', 'Claudette Colbert', 'Anna Magnani', 'Constance Bennett', 'Rosalind Russell', 'Signe Hasso', 'Ava Gardner', 'Charles Boyer', 'Deborah Kerr', 'Norma Shearer', 'James Mason', 'James Stewart', 'Anthony Perkins', 'Jane Fonda', 'Wallace Beery', 'Fredric March', 'Shirley Temple', 'Stewart Granger', 'Mary Boland', 'Joan Crawford', 'Melvyn Douglas', 'John Goodman', 'Melanie Griffith', 'Don Johnson', 'Leslie Howard', 'Barbra Streisand', 'Jeanette MacDonald', 'Judy Garland', 'Judy Holliday', 'Aldo Ray', 'Madge Kennedy', 'Genevieve Tobin', 'Olivia Hussey', 'Leonard Whiting', 'Conrad Veidt', 'Andy Lau', 'Mitzi Gaynor', 'Jack Lemmon', 'Kay Kendall', 'Elizabeth Allan', 'Yves Montand', 'Ingrid Bergman', 'Kris Kristofferson', 'Taina Elg', 'Robert Taylor', 'Marilyn Monroe', 'Shelley Winters', 'Ruth Hussey', 'Lowell Sherman', 'Gene Kelly', 'Jean Simmons', 'Herbert Marshall', 'Spencer Tracy']]
Predicted Ans:    Katharine Hepburn
Predicted Path:   George Cukor --[(INV) directed_by]--> Pat and Mike --[starred_actors]--> Katharine Hepburn
Path (Raw):       George Cukor --[No Operation]--> George Cukor --[(INV) directed_by]--> Pat and Mike --[starred_actors]--> Katharine Hepburn
Neg LogProb(↓):   1.856854
Path Entropy(↓):  2.363636
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by jannik johansen were released in which years
Start Entity:     Jannik Johansen
Gold Answer:      [['2003', '2005']]
Predicted Ans:    2005
Predicted Path:   Jannik Johansen --[(INV) directed_by]--> Murk --[release_year]--> 2005
Path (Raw):       Jannik Johansen --[No Operation]--> Jannik Johansen --[(INV) directed_by]--> Murk --[release_year]--> 2005
Neg LogProb(↓):   0.052729
Path Entropy(↓):  0.202568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movie did phil lord write the story for
Start Entity:     Phil Lord
Gold Answer:      [['Cloudy with a Chance of Meatballs', 'The Lego Movie', 'Cloudy with a Chance of Meatballs 2']]
Predicted Ans:    The Lego Movie
Predicted Path:   Phil Lord --[(INV) written_by]--> The Lego Movie --[written_by]--> Christopher Miller --[(INV) written_by]--> The Lego Movie
Path (Raw):       Phil Lord --[(INV) written_by]--> The Lego Movie --[written_by]--> Christopher Miller --[(INV) written_by]--> The Lego Movie
Neg LogProb(↓):   0.023523
Path Entropy(↓):  0.134905
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the director of pride and glory
Start Entity:     Pride and Glory
Gold Answer:      [["Gavin O'Connor"]]
Predicted Ans:    Gavin O'Connor
Predicted Path:   Pride and Glory --[directed_by]--> Gavin O'Connor --[(INV) directed_by]--> Tumbleweeds --[directed_by]--> Gavin O'Connor
Path (Raw):       Pride and Glory --[directed_by]--> Gavin O'Connor --[(INV) directed_by]--> Tumbleweeds --[directed_by]--> Gavin O'Connor
Neg LogProb(↓):   0.000226
Path Entropy(↓):  0.002159
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed the last seduction ii
Start Entity:     The Last Seduction II
Gold Answer:      [['1980']]
Predicted Ans:    1999
Predicted Path:   The Last Seduction II --[directed_by]--> Terry Marcel --[(INV) directed_by]--> The Last Seduction II --[release_year]--> 1999
Path (Raw):       The Last Seduction II --[directed_by]--> Terry Marcel --[(INV) directed_by]--> The Last Seduction II --[release_year]--> 1999
Neg LogProb(↓):   0.156220
Path Entropy(↓):  0.413278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie side out
Start Entity:     Side Out
Gold Answer:      [['Peter Horton', 'Harley Jane Kozak', 'C. Thomas Howell']]
Predicted Ans:    Brad Pitt
Predicted Path:   Side Out --[starred_actors]--> Harley Jane Kozak --[(INV) starred_actors]--> The Favor --[starred_actors]--> Brad Pitt
Path (Raw):       Side Out --[starred_actors]--> Harley Jane Kozak --[(INV) starred_actors]--> The Favor --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.245041
Path Entropy(↓):  0.677593
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films that share actors with the film belle de jour are written by who
Start Entity:     Belle de Jour
Gold Answer:      [['Manoel de Oliveira', 'Whitley Strieber', 'André Téchiné', 'Claude Anet', 'Régis Wargnier', 'Catherine Cohen', 'Irma von Cube', 'Jacques Demy', 'Honoré de Balzac', 'Louis Gardel', 'François Truffaut', 'Cornell Woolrich', 'Theodoros Angelopoulos', 'Arnaud Desplechin', 'John Guare', 'Charles Perrault', 'Roman Polanski', 'Nicole Garcia', 'Gérard Brach', 'Robert Thomas', 'Lars von Trier', 'Jacques Rivette', 'Michel Arnold', 'Terence Young', 'Nanni Loy', 'Michael Thomas', 'Ivan Davis', 'Raymond Queneau', 'Pierre Barillet', 'Larry Brand', 'Joseph Kessel', 'Aldo Lado', 'Benito Pérez Galdós', 'Richard Dembo', 'Dick Richards', 'Marco Ferreri', 'François Ozon', 'Nanni Moretti', 'Herman Melville', 'Luis Buñuel']]
Predicted Ans:    André Téchiné
Predicted Path:   Belle de Jour --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> My Favorite Season --[written_by]--> André Téchiné
Path (Raw):       Belle de Jour --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> My Favorite Season --[written_by]--> André Téchiné
Neg LogProb(↓):   1.256660
Path Entropy(↓):  2.180745
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed wild oranges
Start Entity:     Wild Oranges
Gold Answer:      [['English', 'Polish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Wild Oranges --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[in_language]--> Italian
Path (Raw):       Wild Oranges --[directed_by]--> King Vidor --[(INV) directed_by]--> War and Peace --[in_language]--> Italian
Neg LogProb(↓):   0.083400
Path Entropy(↓):  0.307391
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the beast with five fingers
Start Entity:     The Beast with Five Fingers
Gold Answer:      [['Peter Lorre']]
Predicted Ans:    Peter Lorre
Predicted Path:   The Beast with Five Fingers --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Path (Raw):       The Beast with Five Fingers --[starred_actors]--> Peter Lorre --[(INV) starred_actors]--> Der Verlorene --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.405429
Path Entropy(↓):  0.920032
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film tyrannosaur
Start Entity:     Tyrannosaur
Gold Answer:      [['Jonathan Trigell', 'Alex Rose', 'Michael Morpurgo', 'August Strindberg', 'Ivan Engler', 'Paul Laverty', 'Alf Sjöberg', 'John Wrathall']]
Predicted Ans:    Alf Sjöberg
Predicted Path:   Tyrannosaur --[starred_actors]--> Peter Mullan --[(INV) starred_actors]--> Miss Julie --[written_by]--> Alf Sjöberg
Path (Raw):       Tyrannosaur --[starred_actors]--> Peter Mullan --[(INV) starred_actors]--> Miss Julie --[written_by]--> Alf Sjöberg
Neg LogProb(↓):   0.219455
Path Entropy(↓):  0.860309
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter kamir ainouz
Start Entity:     Kamir Aïnouz
Gold Answer:      [['Joe Swanberg']]
Predicted Ans:    Joe Swanberg
Predicted Path:   Kamir Aïnouz --[(INV) written_by]--> LOL --[starred_actors]--> Joe Swanberg
Path (Raw):       Kamir Aïnouz --[No Operation]--> Kamir Aïnouz --[(INV) written_by]--> LOL --[starred_actors]--> Joe Swanberg
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film notting hill are written by who
Start Entity:     Notting Hill
Gold Answer:      [['Christopher Hampton', 'Ryan Murphy', 'Pascal Bruckner', 'Bram Stoker', 'Josann McGibbon', 'Sara Parriott', 'Sarah Kernochan', 'James Vanderbilt', 'Marc Lawrence', 'Bernard Rose', 'George Crile', 'Peter Tolan', 'Roman Polanski', 'Brian Helgeland', 'Charles Shyer', 'John Duigan', 'Valerie Martin', 'Chris Weitz', 'Callie Khouri', 'Roy Huggins', 'Marti Leimbach', 'Charlie Kaufman', 'Malia Scotch Marmo', 'James V. Hart', 'Ken Russell', 'Nancy Meyers', 'John Grisham', 'Elizabeth Gilbert', 'Steve Kloves', 'John Orloff', 'Howard Marks', 'Kevin Allen', 'Paul Durden', 'Richard Curtis', 'Billy Crystal', 'Tony Gilroy', 'Lawrence Konner', 'Mark Rosenthal', 'Susannah Grant', 'Nancy Price', 'Alvin Sargent', 'Patrick Marber', 'Aaron Sorkin', 'John A. Davis', 'John Nickle', 'Chris Columbus', 'Nick Castle', 'Paul Weitz', 'Nick Hornby', 'James Ivory', 'Alan J. Pakula']]
Predicted Ans:    Roman Polanski
Predicted Path:   Notting Hill --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Path (Raw):       Notting Hill --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[written_by]--> Roman Polanski
Neg LogProb(↓):   0.095354
Path Entropy(↓):  0.429689
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of pieces of april starred who
Start Entity:     Pieces of April
Gold Answer:      [['Dane Cook', 'Juliette Binoche', 'Alison Pill', 'Steve Carell']]
Predicted Ans:    Juliette Binoche
Predicted Path:   Pieces of April --[directed_by]--> Peter Hedges --[(INV) directed_by]--> Dan in Real Life --[starred_actors]--> Juliette Binoche
Path (Raw):       Pieces of April --[directed_by]--> Peter Hedges --[(INV) directed_by]--> Dan in Real Life --[starred_actors]--> Juliette Binoche
Neg LogProb(↓):   0.018209
Path Entropy(↓):  0.114543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film deep red
Start Entity:     Deep Red
Gold Answer:      [['1978', '1980', '1970', '1977']]
Predicted Ans:    1977
Predicted Path:   Deep Red --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Islands in the Stream --[release_year]--> 1977
Path (Raw):       Deep Red --[starred_actors]--> David Hemmings --[(INV) starred_actors]--> Islands in the Stream --[release_year]--> 1977
Neg LogProb(↓):   1.126594
Path Entropy(↓):  0.973762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed baaria
Start Entity:     Baarìa
Gold Answer:      [['Donald Sutherland', 'Pruitt Taylor Vince', 'Geoffrey Rush', 'Gérard Depardieu', 'Roman Polanski', 'Tim Roth', 'Drew Barrymore', 'Kate Beckinsale', 'Sam Rockwell', 'Robert De Niro', 'Monica Bellucci', 'Sergio Castellitto', 'Sylvia Hoeks', 'Jim Sturgess']]
Predicted Ans:    Tim Roth
Predicted Path:   Baarìa --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[starred_actors]--> Tim Roth
Path (Raw):       Baarìa --[directed_by]--> Giuseppe Tornatore --[(INV) directed_by]--> The Legend of 1900 --[starred_actors]--> Tim Roth
Neg LogProb(↓):   0.925972
Path Entropy(↓):  1.116739
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Chain lightning, when was it released
Start Entity:     Chain Lightning
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Chain Lightning --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Path (Raw):       Chain Lightning --[release_year]--> 1950 --[(INV) release_year]--> My Friend Irma Goes West --[release_year]--> 1950
Neg LogProb(↓):   1.792192
Path Entropy(↓):  3.070182
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie the browning version starred who
Start Entity:     The Browning Version
Gold Answer:      [['Albert Finney']]
Predicted Ans:    Albert Finney
Predicted Path:   The Browning Version --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> Gumshoe --[starred_actors]--> Albert Finney
Path (Raw):       The Browning Version --[starred_actors]--> Albert Finney --[(INV) starred_actors]--> Gumshoe --[starred_actors]--> Albert Finney
Neg LogProb(↓):   0.887705
Path Entropy(↓):  1.217786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by steve oedekerk
Start Entity:     Steve Oedekerk
Gold Answer:      [['Kevin James', 'Fred Willard', 'Thomas F. Wilson', 'Denise Crosby', 'Courteney Cox', 'Sam Elliott', 'Morgan Freeman', 'Tim Robbins', 'Martin Lawrence', 'Jim Carrey', 'Danny Glover']]
Predicted Ans:    Morgan Freeman
Predicted Path:   Steve Oedekerk --[(INV) written_by]--> Bruce Almighty --[starred_actors]--> Morgan Freeman
Path (Raw):       Steve Oedekerk --[No Operation]--> Steve Oedekerk --[(INV) written_by]--> Bruce Almighty --[starred_actors]--> Morgan Freeman
Neg LogProb(↓):   0.013129
Path Entropy(↓):  0.075734
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in pygmalion
Start Entity:     Pygmalion
Gold Answer:      [['Drama', 'Adventure', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Pygmalion --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       Pygmalion --[starred_actors]--> Leslie Howard --[(INV) starred_actors]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   0.743215
Path Entropy(↓):  0.903973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by beverly adams
Start Entity:     Beverly Adams
Gold Answer:      [['Freddie Francis']]
Predicted Ans:    Freddie Francis
Predicted Path:   Beverly Adams --[(INV) starred_actors]--> Torture Garden --[directed_by]--> Freddie Francis
Path (Raw):       Beverly Adams --[No Operation]--> Beverly Adams --[(INV) starred_actors]--> Torture Garden --[directed_by]--> Freddie Francis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by aaron seltzer release
Start Entity:     Aaron Seltzer
Gold Answer:      [['2008', '2010', '1996', '2006', '2013', '2007']]
Predicted Ans:    2008
Predicted Path:   Aaron Seltzer --[(INV) written_by]--> Disaster Movie --[release_year]--> 2008
Path (Raw):       Aaron Seltzer --[No Operation]--> Aaron Seltzer --[(INV) written_by]--> Disaster Movie --[release_year]--> 2008
Neg LogProb(↓):   0.811874
Path Entropy(↓):  1.352568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by far and away screenwriters
Start Entity:     Far and Away
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Far and Away --[written_by]--> Ron Howard --[(INV) written_by]--> Parenthood --[has_genre]--> Drama
Path (Raw):       Far and Away --[written_by]--> Ron Howard --[(INV) written_by]--> Parenthood --[has_genre]--> Drama
Neg LogProb(↓):   0.706255
Path Entropy(↓):  0.848319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by margot steinberg release
Start Entity:     Margot Steinberg
Gold Answer:      [['1996']]
Predicted Ans:    1996
Predicted Path:   Margot Steinberg --[(INV) starred_actors]--> In Love and War --[release_year]--> 1996
Path (Raw):       Margot Steinberg --[No Operation]--> Margot Steinberg --[(INV) starred_actors]--> In Love and War --[release_year]--> 1996
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by chaz thorne
Start Entity:     Chaz Thorne
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Chaz Thorne --[(INV) directed_by]--> Just Buried --[release_year]--> 2007
Path (Raw):       Chaz Thorne --[No Operation]--> Chaz Thorne --[(INV) directed_by]--> Just Buried --[release_year]--> 2007
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by i. q. actors
Start Entity:     I.Q.
Gold Answer:      [['Family', 'Sport', 'Musical', 'Drama', 'Crime', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   I.Q. --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Path (Raw):       I.Q. --[starred_actors]--> Meg Ryan --[(INV) starred_actors]--> French Kiss --[has_genre]--> Comedy
Neg LogProb(↓):   0.266702
Path Entropy(↓):  0.782472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film bulldog drummond escapes
Start Entity:     Bulldog Drummond Escapes
Gold Answer:      [['1970', '1954', '1944', '1993', '1936', '1935', '1941', '1968', '1939', '1947', '1956', '1943', '1948', '1972', '1942', '1940', '1955', '1962', '1949', '1997', '1945', '1937', '1952']]
Predicted Ans:    1942
Predicted Path:   Bulldog Drummond Escapes --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Major and the Minor --[release_year]--> 1942
Path (Raw):       Bulldog Drummond Escapes --[starred_actors]--> Ray Milland --[(INV) starred_actors]--> The Major and the Minor --[release_year]--> 1942
Neg LogProb(↓):   0.942092
Path Entropy(↓):  1.977285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about james marsh
Start Entity:     james marsh
Gold Answer:      [['The King', 'Man on Wire', 'Shadow Dancer']]
Predicted Ans:    The King
Predicted Path:   james marsh --[(INV) has_tags]--> The King --[has_tags]--> james marsh --[(INV) has_tags]--> The King
Path (Raw):       james marsh --[(INV) has_tags]--> The King --[has_tags]--> james marsh --[(INV) has_tags]--> The King
Neg LogProb(↓):   0.551841
Path Entropy(↓):  1.393714
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie battle of the bulge were in which languages
Start Entity:     Battle of the Bulge
Gold Answer:      [['French', 'German']]
Predicted Ans:    French
Predicted Path:   Battle of the Bulge --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Path (Raw):       Battle of the Bulge --[directed_by]--> Ken Annakin --[(INV) directed_by]--> The Longest Day --[in_language]--> French
Neg LogProb(↓):   0.407614
Path Entropy(↓):  1.108404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by chika sakamoto
Start Entity:     Chika Sakamoto
Gold Answer:      [['Fantasy']]
Predicted Ans:    Fantasy
Predicted Path:   Chika Sakamoto --[(INV) starred_actors]--> My Neighbor Totoro --[has_genre]--> Fantasy
Path (Raw):       Chika Sakamoto --[No Operation]--> Chika Sakamoto --[(INV) starred_actors]--> My Neighbor Totoro --[has_genre]--> Fantasy
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the naked man
Start Entity:     The Naked Man
Gold Answer:      [['J. Todd Anderson', 'Ethan Coen']]
Predicted Ans:    Ethan Coen
Predicted Path:   The Naked Man --[written_by]--> Ethan Coen --[(INV) written_by]--> A Serious Man --[written_by]--> Ethan Coen
Path (Raw):       The Naked Man --[written_by]--> Ethan Coen --[(INV) written_by]--> A Serious Man --[written_by]--> Ethan Coen
Neg LogProb(↓):   0.848649
Path Entropy(↓):  1.469212
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie every man for himself were released in which years
Start Entity:     Every Man for Himself
Gold Answer:      [['1980', '2008', '2003', '2006', '2015', '1977', '2009', '2004', '1994', '1983', '2001', '2002', '2012', '1988', '1978', '2000', '1949', '1997', '1991', '1987']]
Predicted Ans:    2002
Predicted Path:   Every Man for Himself --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> 8 Women --[release_year]--> 2002
Path (Raw):       Every Man for Himself --[starred_actors]--> Isabelle Huppert --[(INV) starred_actors]--> 8 Women --[release_year]--> 2002
Neg LogProb(↓):   0.807094
Path Entropy(↓):  1.594425
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by brad lewis
Start Entity:     Brad Lewis
Gold Answer:      [['Cars 2']]
Predicted Ans:    Cars 2
Predicted Path:   Brad Lewis --[(INV) written_by]--> Cars 2 --[written_by]--> Ben Queen --[(INV) written_by]--> Cars 2
Path (Raw):       Brad Lewis --[(INV) written_by]--> Cars 2 --[written_by]--> Ben Queen --[(INV) written_by]--> Cars 2
Neg LogProb(↓):   0.000041
Path Entropy(↓):  0.000451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by erika marozsan
Start Entity:     Erika Marozsán
Gold Answer:      [['Craig R. Baxley']]
Predicted Ans:    Craig R. Baxley
Predicted Path:   Erika Marozsán --[(INV) starred_actors]--> Sniper 2 --[directed_by]--> Craig R. Baxley
Path (Raw):       Erika Marozsán --[No Operation]--> Erika Marozsán --[(INV) starred_actors]--> Sniper 2 --[directed_by]--> Craig R. Baxley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of the wreck of the mary deare
Start Entity:     The Wreck of the Mary Deare
Gold Answer:      [['Ben-Hur', 'Along Came Jones', 'The Ten Commandments', 'The Cowboy and the Lady', 'If I Had a Million', '55 Days at Peking', 'A Diary for Timothy', 'They Came to Cordura', 'The Court-Martial of Billy Mitchell', 'The Fountainhead', 'Will Penny', 'Desire', 'Now and Forever', 'The Plainsman', 'Meet John Doe', 'Time Without Pity', 'Saratoga Trunk', 'The Call of the Wild', 'Solar Crisis', 'Gray Lady Down', 'One Sunday Afternoon', 'Mr. Deeds Goes to Town', 'The Naked Jungle', 'The Pride of the Yankees', 'The Naked Edge', 'Soylent Green', '1984', 'The Dam Busters', 'The Winning of Barbara Worth', 'Skyjacked', 'Sergeant York', 'The War Lord', 'The Story of Dr. Wassell', 'Man of the West', 'Dallas', 'The Greatest Show on Earth', 'Arrowhead', 'Love in the Afternoon', 'The Wedding Night', 'Alice in Wonderland', 'Midway', 'The Real Glory', 'The Omega Man', 'Khartoum', 'City Streets', 'Two-Minute Warning', 'The Happy Road', 'The Westerner', 'The Lady Vanishes', 'Ruby Gentry', 'Airport 1975', 'Design for Living', 'The Hanging Tree', 'Ball of Fire', 'The Awakening', 'Casanova Brown', "The President's Lady", 'The General Died at Dawn', 'Mourning Becomes Electra', 'Planet of the Apes', 'The Go-Between', 'Dark City', 'Unconquered', 'A Farewell to Arms', 'El Cid', 'The Mountain Men', 'The Innocents', 'The Big Country', 'Major Dundee', 'Mother Lode', 'Cloak and Dagger', 'Ten North Frederick', 'The Stars Look Down', 'Earthquake', 'High Noon', 'Vera Cruz', 'Friendly Persuasion', 'Treasure Island', 'The Hawaiians', 'Springfield Rifle', 'The Loneliness of the Long Distance Runner', 'For Whom the Bell Tolls', 'Thunder Rock', 'Distant Drums', 'Morocco', 'The Far Horizons', 'Touch of Evil', 'The Agony and the Ecstasy', 'Beau Geste', 'The Browning Version', 'North West Mounted Police', 'Operator 13', 'The Lives of a Bengal Lancer', 'The Last Hard Men', 'The Quiet American', 'The Private War of Major Benson']]
Predicted Ans:    Planet of the Apes
Predicted Path:   The Wreck of the Mary Deare --[starred_actors]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Path (Raw):       The Wreck of the Mary Deare --[starred_actors]--> Charlton Heston --[No Operation]--> Charlton Heston --[(INV) starred_actors]--> Planet of the Apes
Neg LogProb(↓):   0.994674
Path Entropy(↓):  1.372769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of master of the house is also the director of which films
Start Entity:     Master of the House
Gold Answer:      [['Vampyr', 'The Passion of Joan of Arc', 'Gertrud']]
Predicted Ans:    Master of the House
Predicted Path:   Master of the House --[directed_by]--> Carl Theodor Dreyer --[(INV) directed_by]--> Master of the House
Path (Raw):       Master of the House --[directed_by]--> Carl Theodor Dreyer --[(INV) directed_by]--> Master of the House --[No Operation]--> Master of the House
Neg LogProb(↓):   0.429523
Path Entropy(↓):  0.882886
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the films directed by the director of why did i get married too?
Start Entity:     Why Did I Get Married Too?
Gold Answer:      [['Zulay Henao', 'Idris Elba', 'Cassi Davis', 'Nia Long', 'Janet Jackson', 'Tyler Perry', 'Thandie Newton', 'Gabrielle Union', 'Kimberly Elise', 'Amy Smart', 'Sharon Leal', 'Loretta Devine', 'Malik Yoba']]
Predicted Ans:    Tyler Perry
Predicted Path:   Why Did I Get Married Too? --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Path (Raw):       Why Did I Get Married Too? --[directed_by]--> Tyler Perry --[(INV) directed_by]--> Why Did I Get Married Too? --[starred_actors]--> Tyler Perry
Neg LogProb(↓):   0.671498
Path Entropy(↓):  1.560220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for rendez - vous
Start Entity:     Rendez-vous
Gold Answer:      [['André Téchiné']]
Predicted Ans:    André Téchiné
Predicted Path:   Rendez-vous --[directed_by]--> André Téchiné --[(INV) directed_by]--> Barocco --[directed_by]--> André Téchiné
Path (Raw):       Rendez-vous --[directed_by]--> André Téchiné --[(INV) directed_by]--> Barocco --[directed_by]--> André Téchiné
Neg LogProb(↓):   0.541190
Path Entropy(↓):  1.035772
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film krrish
Start Entity:     Krrish
Gold Answer:      [['Sooraj R. Barjatya', 'Ameet Mehta', 'Rakesh Roshan', 'Kunal Kohli', 'Aditya Chopra', 'Harry Baweja', 'Vishal Bhardwaj', 'Ruskin Bond', 'Uday Chopra', 'Farhan Akhtar', 'Zoya Akhtar', 'Anurag Basu', 'Ashutosh Gowariker', 'Ali Abbas Zafar']]
Predicted Ans:    Rakesh Roshan
Predicted Path:   Krrish --[starred_actors]--> Priyanka Chopra --[(INV) starred_actors]--> Krrish 3 --[written_by]--> Rakesh Roshan
Path (Raw):       Krrish --[starred_actors]--> Priyanka Chopra --[(INV) starred_actors]--> Krrish 3 --[written_by]--> Rakesh Roshan
Neg LogProb(↓):   0.144275
Path Entropy(↓):  0.529680
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the tournament
Start Entity:     The Tournament
Gold Answer:      [['Louis Dempsey']]
Predicted Ans:    Robert Carlyle
Predicted Path:   The Tournament --[written_by]--> Gary Young --[(INV) written_by]--> The Tournament --[starred_actors]--> Robert Carlyle
Path (Raw):       The Tournament --[written_by]--> Gary Young --[(INV) written_by]--> The Tournament --[starred_actors]--> Robert Carlyle
Neg LogProb(↓):   0.063748
Path Entropy(↓):  0.265067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by mack crane starred who
Start Entity:     Mack Crane
Gold Answer:      [['Frank Morgan', 'Jean Harlow', 'Lee Tracy', 'Franchot Tone']]
Predicted Ans:    Jean Harlow
Predicted Path:   Mack Crane --[(INV) written_by]--> Bombshell --[starred_actors]--> Jean Harlow
Path (Raw):       Mack Crane --[No Operation]--> Mack Crane --[(INV) written_by]--> Bombshell --[starred_actors]--> Jean Harlow
Neg LogProb(↓):   0.000472
Path Entropy(↓):  0.004595
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films written by anders engstrom in
Start Entity:     Anders Engström
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Anders Engström --[(INV) written_by]--> The Kiss of Evil --[in_language]--> Finnish
Path (Raw):       Anders Engström --[No Operation]--> Anders Engström --[(INV) written_by]--> The Kiss of Evil --[in_language]--> Finnish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of hav plenty
Start Entity:     Hav Plenty
Gold Answer:      [['G']]
Predicted Ans:    G
Predicted Path:   Hav Plenty --[directed_by]--> Christopher Scott Cherot --[(INV) directed_by]--> G
Path (Raw):       Hav Plenty --[directed_by]--> Christopher Scott Cherot --[(INV) directed_by]--> G --[No Operation]--> G
Neg LogProb(↓):   0.080168
Path Entropy(↓):  0.317961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movie confidentially yours
Start Entity:     Confidentially Yours
Gold Answer:      [['Charles Williams', 'François Truffaut']]
Predicted Ans:    Charles Williams
Predicted Path:   Confidentially Yours --[written_by]--> Charles Williams --[(INV) written_by]--> Dead Calm --[written_by]--> Charles Williams
Path (Raw):       Confidentially Yours --[written_by]--> Charles Williams --[(INV) written_by]--> Dead Calm --[written_by]--> Charles Williams
Neg LogProb(↓):   0.323215
Path Entropy(↓):  0.712192
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of barry lyndon
Start Entity:     Barry Lyndon
Gold Answer:      [['The Killing', 'Full Metal Jacket', 'The Shining', 'The Seafarers', 'Paths of Glory', 'Spartacus', 'A Clockwork Orange', "Killer's Kiss", 'Fear and Desire', 'Eyes Wide Shut', 'Lolita']]
Predicted Ans:    Lolita
Predicted Path:   Barry Lyndon --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Lolita
Path (Raw):       Barry Lyndon --[No Operation]--> Barry Lyndon --[directed_by]--> Stanley Kubrick --[(INV) directed_by]--> Lolita
Neg LogProb(↓):   0.188841
Path Entropy(↓):  0.692359
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie swades were in which genres
Start Entity:     Swades
Gold Answer:      [['Romance', 'Drama', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Swades --[starred_actors]--> Shah Rukh Khan --[(INV) starred_actors]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Path (Raw):       Swades --[starred_actors]--> Shah Rukh Khan --[(INV) starred_actors]--> Rab Ne Bana Di Jodi --[has_genre]--> Comedy
Neg LogProb(↓):   1.358638
Path Entropy(↓):  1.156642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of tristan loraine written movies
Start Entity:     Tristan Loraine
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Tristan Loraine --[(INV) written_by]--> 31 North 62 East --[release_year]--> 2009
Path (Raw):       Tristan Loraine --[No Operation]--> Tristan Loraine --[(INV) written_by]--> 31 North 62 East --[release_year]--> 2009
Neg LogProb(↓):   0.000043
Path Entropy(↓):  0.000481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of terror in a texas town also wrote which films
Start Entity:     Terror in a Texas Town
Gold Answer:      [['Lonely Are the Brave', 'Exodus', 'The Last Sunset', 'Tender Comrade', 'Gun Crazy', 'You Belong to Me', 'Executive Action', 'The Prowler', 'Johnny Got His Gun', 'Career', 'Spartacus', 'The Brothers Rico', 'Roman Holiday', 'He Ran All the Way', 'A Guy Named Joe', 'Thirty Seconds Over Tokyo']]
Predicted Ans:    Roman Holiday
Predicted Path:   Terror in a Texas Town --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday
Path (Raw):       Terror in a Texas Town --[written_by]--> Dalton Trumbo --[(INV) written_by]--> Roman Holiday --[No Operation]--> Roman Holiday
Neg LogProb(↓):   0.714603
Path Entropy(↓):  1.638370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of far from heaven
Start Entity:     Far from Heaven
Gold Answer:      [['Jason Statham', 'James Hong', 'Robert John Burke']]
Predicted Ans:    Jason Statham
Predicted Path:   Far from Heaven --[directed_by]--> Todd Haynes --[(INV) directed_by]--> Safe --[starred_actors]--> Jason Statham
Path (Raw):       Far from Heaven --[directed_by]--> Todd Haynes --[(INV) directed_by]--> Safe --[starred_actors]--> Jason Statham
Neg LogProb(↓):   0.012066
Path Entropy(↓):  0.079302
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the captains
Start Entity:     The Captains
Gold Answer:      [['Charles Templeton', 'Jeffrey M. Sneller', 'Richard Murphy', 'Claire Denis', 'Leslie Stevens', 'Brian Taggert', 'Alan Caillou', 'Richard Robinson', 'Stephen Lodge', 'Charles Beaumont']]
Predicted Ans:    Leslie Stevens
Predicted Path:   The Captains --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[written_by]--> Leslie Stevens
Path (Raw):       The Captains --[starred_actors]--> William Shatner --[(INV) starred_actors]--> Incubus --[written_by]--> Leslie Stevens
Neg LogProb(↓):   0.048761
Path Entropy(↓):  0.226964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie dog soldiers
Start Entity:     Dog Soldiers
Gold Answer:      [['Neil Marshall']]
Predicted Ans:    Neil Marshall
Predicted Path:   Dog Soldiers --[written_by]--> Neil Marshall --[(INV) written_by]--> Dog Soldiers --[written_by]--> Neil Marshall
Path (Raw):       Dog Soldiers --[written_by]--> Neil Marshall --[(INV) written_by]--> Dog Soldiers --[written_by]--> Neil Marshall
Neg LogProb(↓):   0.070068
Path Entropy(↓):  0.248635
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did nicholas woodeson star in
Start Entity:     Nicholas Woodeson
Gold Answer:      [['Dreaming of Joseph Lees']]
Predicted Ans:    Dreaming of Joseph Lees
Predicted Path:   Nicholas Woodeson --[(INV) starred_actors]--> Dreaming of Joseph Lees --[written_by]--> Catherine Linstrum --[(INV) written_by]--> Dreaming of Joseph Lees
Path (Raw):       Nicholas Woodeson --[(INV) starred_actors]--> Dreaming of Joseph Lees --[written_by]--> Catherine Linstrum --[(INV) written_by]--> Dreaming of Joseph Lees
Neg LogProb(↓):   0.025937
Path Entropy(↓):  0.124097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film stand by me was directed by who
Start Entity:     Stand by Me
Gold Answer:      [['Rob Reiner']]
Predicted Ans:    Rob Reiner
Predicted Path:   Stand by Me --[directed_by]--> Rob Reiner --[(INV) directed_by]--> And So It Goes --[directed_by]--> Rob Reiner
Path (Raw):       Stand by Me --[directed_by]--> Rob Reiner --[(INV) directed_by]--> And So It Goes --[directed_by]--> Rob Reiner
Neg LogProb(↓):   1.108649
Path Entropy(↓):  1.649944
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by rough riders screenwriters
Start Entity:     Rough Riders
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Action', 'Adventure']]
Predicted Ans:    War
Predicted Path:   Rough Riders --[written_by]--> John Milius --[(INV) written_by]--> Red Dawn --[has_genre]--> War
Path (Raw):       Rough Riders --[written_by]--> John Milius --[(INV) written_by]--> Red Dawn --[has_genre]--> War
Neg LogProb(↓):   1.574538
Path Entropy(↓):  1.742538
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by an american in paris writers release
Start Entity:     An American in Paris
Gold Answer:      [['1970', '1964', '1949', '1954', '1951', '1967', '1974', '1958']]
Predicted Ans:    1951
Predicted Path:   An American in Paris --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[release_year]--> 1951
Path (Raw):       An American in Paris --[written_by]--> Alan Jay Lerner --[(INV) written_by]--> An American in Paris --[release_year]--> 1951
Neg LogProb(↓):   0.967879
Path Entropy(↓):  1.152320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of friedrich durrenmatt
Start Entity:     Friedrich Dürrenmatt
Gold Answer:      [['Ben Barzman', 'Maurice Valency', 'Maximilian Schell']]
Predicted Ans:    Friedrich Dürrenmatt
Predicted Path:   Friedrich Dürrenmatt --[(INV) written_by]--> The Pledge --[written_by]--> Friedrich Dürrenmatt
Path (Raw):       Friedrich Dürrenmatt --[No Operation]--> Friedrich Dürrenmatt --[(INV) written_by]--> The Pledge --[written_by]--> Friedrich Dürrenmatt
Neg LogProb(↓):   0.102215
Path Entropy(↓):  0.363939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies written by the screenwriter of rang de basanti starred who
Start Entity:     Rang De Basanti
Gold Answer:      [['Abhishek Bachchan', 'Rishi Kapoor', 'Sonam Kapoor']]
Predicted Ans:    Sonam Kapoor
Predicted Path:   Rang De Basanti --[written_by]--> Rakeysh Omprakash Mehra --[(INV) written_by]--> Delhi-6 --[starred_actors]--> Sonam Kapoor
Path (Raw):       Rang De Basanti --[written_by]--> Rakeysh Omprakash Mehra --[(INV) written_by]--> Delhi-6 --[starred_actors]--> Sonam Kapoor
Neg LogProb(↓):   0.012848
Path Entropy(↓):  0.074804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of fire down below
Start Entity:     Fire Down Below
Gold Answer:      [['Horace McCoy', 'Claude Stanush', 'David Dortort']]
Predicted Ans:    David Dortort
Predicted Path:   Fire Down Below --[directed_by]--> Robert Parrish --[(INV) directed_by]--> The Lusty Men --[written_by]--> David Dortort
Path (Raw):       Fire Down Below --[directed_by]--> Robert Parrish --[(INV) directed_by]--> The Lusty Men --[written_by]--> David Dortort
Neg LogProb(↓):   0.912409
Path Entropy(↓):  1.287790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the bye bye love director
Start Entity:     Bye Bye Love
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Bye Bye Love --[directed_by]--> Sam Weisman --[(INV) directed_by]--> Bye Bye Love --[has_genre]--> Comedy
Path (Raw):       Bye Bye Love --[directed_by]--> Sam Weisman --[(INV) directed_by]--> Bye Bye Love --[has_genre]--> Comedy
Neg LogProb(↓):   0.000198
Path Entropy(↓):  0.001897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote final destination 5
Start Entity:     Final Destination 5
Gold Answer:      [['2010', '1982', '2011', '1984', '2013']]
Predicted Ans:    2010
Predicted Path:   Final Destination 5 --[written_by]--> Eric Heisserer --[(INV) written_by]--> A Nightmare on Elm Street --[release_year]--> 2010
Path (Raw):       Final Destination 5 --[written_by]--> Eric Heisserer --[(INV) written_by]--> A Nightmare on Elm Street --[release_year]--> 2010
Neg LogProb(↓):   0.145921
Path Entropy(↓):  0.527572
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of q
Start Entity:     Q
Gold Answer:      [['Lone Wolf McQuade', 'Deathsport', 'The Glass Menagerie', 'Shaft', 'The Warrior and the Sorceress', 'Shaft in Africa', 'Crime Zone', 'Circle of Iron', 'The Hanoi Hilton', 'James Dean', 'Bound for Glory', 'The Stuff', 'Bang the Drum Slowly', 'Big Stan', 'An Eye for an Eye', 'The Big Sleep', 'More American Graffiti', 'Gray Lady Down', 'Report to the Commissioner', 'Death Race 2000', 'The Man Who Fell to Earth']]
Predicted Ans:    Q
Predicted Path:   Q --[starred_actors]--> David Carradine --[(INV) starred_actors]--> Q
Path (Raw):       Q --[starred_actors]--> David Carradine --[No Operation]--> David Carradine --[(INV) starred_actors]--> Q
Neg LogProb(↓):   0.797497
Path Entropy(↓):  1.746531
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did patrick stettner write the story for
Start Entity:     Patrick Stettner
Gold Answer:      [['The Business of Strangers', 'The Night Listener']]
Predicted Ans:    The Night Listener
Predicted Path:   Patrick Stettner --[(INV) written_by]--> The Night Listener --[written_by]--> Terry Anderson --[(INV) written_by]--> The Night Listener
Path (Raw):       Patrick Stettner --[(INV) written_by]--> The Night Listener --[written_by]--> Terry Anderson --[(INV) written_by]--> The Night Listener
Neg LogProb(↓):   0.962159
Path Entropy(↓):  1.213302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of curse of the puppet master also directed which movies
Start Entity:     Curse of the Puppet Master
Gold Answer:      [['Retro Puppet Master', 'Leather Jacket Love Story', 'Ring of Darkness', 'Sorority Babes in the Slimeball Bowl-O-Rama']]
Predicted Ans:    Ring of Darkness
Predicted Path:   Curse of the Puppet Master --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness
Path (Raw):       Curse of the Puppet Master --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[No Operation]--> Ring of Darkness
Neg LogProb(↓):   0.607402
Path Entropy(↓):  1.184014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film tequila sunrise
Start Entity:     Tequila Sunrise
Gold Answer:      [['Crime']]
Predicted Ans:    Crime
Predicted Path:   Tequila Sunrise --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Path (Raw):       Tequila Sunrise --[has_genre]--> Crime --[(INV) has_genre]--> Full Eclipse --[has_genre]--> Crime
Neg LogProb(↓):   0.773005
Path Entropy(↓):  1.832750
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed it's a bikini world
Start Entity:     It's a Bikini World
Gold Answer:      [['Michael Blodgett', 'Celeste Yarnall', 'Sherry Miles']]
Predicted Ans:    Michael Blodgett
Predicted Path:   It's a Bikini World --[directed_by]--> Stephanie Rothman --[(INV) directed_by]--> The Velvet Vampire --[starred_actors]--> Michael Blodgett
Path (Raw):       It's a Bikini World --[directed_by]--> Stephanie Rothman --[(INV) directed_by]--> The Velvet Vampire --[starred_actors]--> Michael Blodgett
Neg LogProb(↓):   0.057946
Path Entropy(↓):  0.271075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
John swanbeck was the director on which movies
Start Entity:     John Swanbeck
Gold Answer:      [['The Big Kahuna']]
Predicted Ans:    The Big Kahuna
Predicted Path:   John Swanbeck --[(INV) directed_by]--> The Big Kahuna --[directed_by]--> John Swanbeck --[(INV) directed_by]--> The Big Kahuna
Path (Raw):       John Swanbeck --[(INV) directed_by]--> The Big Kahuna --[directed_by]--> John Swanbeck --[(INV) directed_by]--> The Big Kahuna
Neg LogProb(↓):   0.300926
Path Entropy(↓):  0.572918
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about cat
Start Entity:     cat
Gold Answer:      [['Rubin and Ed', 'How to Train Your Dragon 2', 'The Cat Came Back', 'Alice in Wonderland', "Cat's Eye"]]
Predicted Ans:    The Big Snit
Predicted Path:   cat --[(INV) has_tags]--> The Cat Came Back --[has_tags]--> cartoon --[(INV) has_tags]--> The Big Snit
Path (Raw):       cat --[(INV) has_tags]--> The Cat Came Back --[has_tags]--> cartoon --[(INV) has_tags]--> The Big Snit
Neg LogProb(↓):   0.074017
Path Entropy(↓):  0.263481
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by the writer of track 29
Start Entity:     Track 29
Gold Answer:      [['Drama', 'Musical', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Track 29 --[written_by]--> Dennis Potter --[(INV) written_by]--> Dreamchild --[has_genre]--> Drama
Path (Raw):       Track 29 --[written_by]--> Dennis Potter --[(INV) written_by]--> Dreamchild --[has_genre]--> Drama
Neg LogProb(↓):   0.000354
Path Entropy(↓):  0.003404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by harrison page in
Start Entity:     Harrison Page
Gold Answer:      [['Sport']]
Predicted Ans:    Sport
Predicted Path:   Harrison Page --[(INV) starred_actors]--> Lionheart --[has_genre]--> Sport
Path (Raw):       Harrison Page --[No Operation]--> Harrison Page --[(INV) starred_actors]--> Lionheart --[has_genre]--> Sport
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie charlie chan's chance
Start Entity:     Charlie Chan's Chance
Gold Answer:      [['Jules Furthman', 'Earl Derr Biggers', 'Josef von Sternberg', 'Harry Hervey']]
Predicted Ans:    Earl Derr Biggers
Predicted Path:   Charlie Chan's Chance --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Path (Raw):       Charlie Chan's Chance --[starred_actors]--> Warner Oland --[(INV) starred_actors]--> Charlie Chan Carries On --[written_by]--> Earl Derr Biggers
Neg LogProb(↓):   0.001153
Path Entropy(↓):  0.010150
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the twin town director
Start Entity:     Twin Town
Gold Answer:      [['Comedy']]
Predicted Ans:    Twin Town
Predicted Path:   Twin Town --[directed_by]--> Kevin Allen --[(INV) directed_by]--> Twin Town
Path (Raw):       Twin Town --[directed_by]--> Kevin Allen --[(INV) directed_by]--> Twin Town --[No Operation]--> Twin Town
Neg LogProb(↓):   0.446736
Path Entropy(↓):  1.135800
Gold Hop Count:   3
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films acted by eddie constantine
Start Entity:     Eddie Constantine
Gold Answer:      [['French', 'German']]
Predicted Ans:    German
Predicted Path:   Eddie Constantine --[(INV) starred_actors]--> Beware of a Holy Whore --[in_language]--> German
Path (Raw):       Eddie Constantine --[No Operation]--> Eddie Constantine --[(INV) starred_actors]--> Beware of a Holy Whore --[in_language]--> German
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the school of flesh
Start Entity:     The School of Flesh
Gold Answer:      [['Yukio Mishima', 'Lewis John Carlino']]
Predicted Ans:    Lewis John Carlino
Predicted Path:   The School of Flesh --[written_by]--> Yukio Mishima --[(INV) written_by]--> The Sailor Who Fell from Grace with the Sea --[directed_by]--> Lewis John Carlino
Path (Raw):       The School of Flesh --[written_by]--> Yukio Mishima --[(INV) written_by]--> The Sailor Who Fell from Grace with the Sea --[directed_by]--> Lewis John Carlino
Neg LogProb(↓):   0.001261
Path Entropy(↓):  0.009918
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by ania pieroni
Start Entity:     Ania Pieroni
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Ania Pieroni --[(INV) starred_actors]--> The House by the Cemetery --[in_language]--> Italian
Path (Raw):       Ania Pieroni --[No Operation]--> Ania Pieroni --[(INV) starred_actors]--> The House by the Cemetery --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by haim tabakman were written by who
Start Entity:     Haim Tabakman
Gold Answer:      [['Merav Doster']]
Predicted Ans:    Merav Doster
Predicted Path:   Haim Tabakman --[(INV) directed_by]--> Eyes Wide Open --[written_by]--> Merav Doster
Path (Raw):       Haim Tabakman --[No Operation]--> Haim Tabakman --[(INV) directed_by]--> Eyes Wide Open --[written_by]--> Merav Doster
Neg LogProb(↓):   0.000754
Path Entropy(↓):  0.006172
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what powder blue is about
Start Entity:     Powder Blue
Gold Answer:      [['patrick swayze']]
Predicted Ans:    director's cut
Predicted Path:   Powder Blue --[has_tags]--> patrick swayze --[(INV) has_tags]--> Donnie Darko --[has_tags]--> director's cut
Path (Raw):       Powder Blue --[has_tags]--> patrick swayze --[(INV) has_tags]--> Donnie Darko --[has_tags]--> director's cut
Neg LogProb(↓):   0.481232
Path Entropy(↓):  0.730998
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre for the movie here comes the navy
Start Entity:     Here Comes the Navy
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Here Comes the Navy --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Here Comes the Navy --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.303841
Path Entropy(↓):  4.573498
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
They all laughed is a film written by this person
Start Entity:     They All Laughed
Gold Answer:      [['Peter Bogdanovich', 'Blaine Novak']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   They All Laughed --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> Nickelodeon --[written_by]--> Peter Bogdanovich
Path (Raw):       They All Laughed --[written_by]--> Peter Bogdanovich --[(INV) written_by]--> Nickelodeon --[written_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.417747
Path Entropy(↓):  0.791657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of fred claus
Start Entity:     Fred Claus
Gold Answer:      [['2001', '2012', '1994']]
Predicted Ans:    2007
Predicted Path:   Fred Claus --[written_by]--> Dan Fogelman --[(INV) written_by]--> Fred Claus --[release_year]--> 2007
Path (Raw):       Fred Claus --[written_by]--> Dan Fogelman --[(INV) written_by]--> Fred Claus --[release_year]--> 2007
Neg LogProb(↓):   0.744821
Path Entropy(↓):  0.841787
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films written by dan o'bannon release
Start Entity:     Dan O'Bannon
Gold Answer:      [['1995', '1990', '2012', '1985', '1953', '1979', '1986', '1974']]
Predicted Ans:    1990
Predicted Path:   Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Path (Raw):       Dan O'Bannon --[No Operation]--> Dan O'Bannon --[(INV) written_by]--> Total Recall --[release_year]--> 1990
Neg LogProb(↓):   0.686424
Path Entropy(↓):  1.370005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of hawaii, oslo
Start Entity:     Hawaii, Oslo
Gold Answer:      [['Erik Poppe']]
Predicted Ans:    Erik Poppe
Predicted Path:   Hawaii, Oslo --[directed_by]--> Erik Poppe --[(INV) directed_by]--> Hawaii, Oslo --[directed_by]--> Erik Poppe
Path (Raw):       Hawaii, Oslo --[directed_by]--> Erik Poppe --[(INV) directed_by]--> Hawaii, Oslo --[directed_by]--> Erik Poppe
Neg LogProb(↓):   0.000282
Path Entropy(↓):  0.002589
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film surrogates were in which genres
Start Entity:     Surrogates
Gold Answer:      [['War']]
Predicted Ans:    Action
Predicted Path:   Surrogates --[directed_by]--> Jonathan Mostow --[(INV) directed_by]--> Surrogates --[has_genre]--> Action
Path (Raw):       Surrogates --[directed_by]--> Jonathan Mostow --[(INV) directed_by]--> Surrogates --[has_genre]--> Action
Neg LogProb(↓):   0.223241
Path Entropy(↓):  0.501247
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the change - up directed by
Start Entity:     The Change-Up
Gold Answer:      [['David Dobkin']]
Predicted Ans:    David Dobkin
Predicted Path:   The Change-Up --[directed_by]--> David Dobkin --[(INV) directed_by]--> Shanghai Knights --[directed_by]--> David Dobkin
Path (Raw):       The Change-Up --[directed_by]--> David Dobkin --[(INV) directed_by]--> Shanghai Knights --[directed_by]--> David Dobkin
Neg LogProb(↓):   0.743541
Path Entropy(↓):  1.053651
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie the turn of the screw
Start Entity:     The Turn of the Screw
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   The Turn of the Screw --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Path (Raw):       The Turn of the Screw --[release_year]--> 2009 --[(INV) release_year]--> In the Electric Mist --[release_year]--> 2009
Neg LogProb(↓):   3.482097
Path Entropy(↓):  4.493823
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of scott spencer
Start Entity:     Scott Spencer
Gold Answer:      [['Shana Feste', 'Joshua Safran', 'Robert Dillon', 'Judith Rascoe']]
Predicted Ans:    Shana Feste
Predicted Path:   Scott Spencer --[(INV) written_by]--> Endless Love --[written_by]--> Shana Feste
Path (Raw):       Scott Spencer --[No Operation]--> Scott Spencer --[(INV) written_by]--> Endless Love --[written_by]--> Shana Feste
Neg LogProb(↓):   0.988755
Path Entropy(↓):  1.298141
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of body double
Start Entity:     Body Double
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   Body Double --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Path (Raw):       Body Double --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Neg LogProb(↓):   0.688234
Path Entropy(↓):  1.609619
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did tom dicillo direct
Start Entity:     Tom DiCillo
Gold Answer:      [['Johnny Suede', 'Living in Oblivion', 'The Real Blonde', 'Delirious']]
Predicted Ans:    Delirious
Predicted Path:   Tom DiCillo --[(INV) directed_by]--> Delirious --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Delirious
Path (Raw):       Tom DiCillo --[(INV) directed_by]--> Delirious --[directed_by]--> Tom DiCillo --[(INV) directed_by]--> Delirious
Neg LogProb(↓):   1.223440
Path Entropy(↓):  1.935807
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film ladies in retirement
Start Entity:     Ladies in Retirement
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Ladies in Retirement --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Path (Raw):       Ladies in Retirement --[release_year]--> 1941 --[(INV) release_year]--> The Devil and Daniel Webster --[release_year]--> 1941
Neg LogProb(↓):   2.079349
Path Entropy(↓):  3.544097
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with peg fenwick
Start Entity:     Peg Fenwick
Gold Answer:      [['Harry Lee', 'Edna L. Lee']]
Predicted Ans:    Edna L. Lee
Predicted Path:   Peg Fenwick --[(INV) written_by]--> All That Heaven Allows --[written_by]--> Edna L. Lee
Path (Raw):       Peg Fenwick --[No Operation]--> Peg Fenwick --[(INV) written_by]--> All That Heaven Allows --[written_by]--> Edna L. Lee
Neg LogProb(↓):   0.004943
Path Entropy(↓):  0.034302
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films written by tony diterlizzi in
Start Entity:     Tony DiTerlizzi
Gold Answer:      [['Family', 'Fantasy', 'Adventure']]
Predicted Ans:    Adventure
Predicted Path:   Tony DiTerlizzi --[(INV) written_by]--> The Spiderwick Chronicles --[has_genre]--> Adventure
Path (Raw):       Tony DiTerlizzi --[No Operation]--> Tony DiTerlizzi --[(INV) written_by]--> The Spiderwick Chronicles --[has_genre]--> Adventure
Neg LogProb(↓):   0.128704
Path Entropy(↓):  0.443334
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of susan isaacs written films
Start Entity:     Susan Isaacs
Gold Answer:      [['David Seltzer', 'Frank Perry']]
Predicted Ans:    David Seltzer
Predicted Path:   Susan Isaacs --[(INV) written_by]--> Shining Through --[directed_by]--> David Seltzer
Path (Raw):       Susan Isaacs --[No Operation]--> Susan Isaacs --[(INV) written_by]--> Shining Through --[directed_by]--> David Seltzer
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000137
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with luther
Start Entity:     Luther
Gold Answer:      [['Tom Jones', 'The Entertainer', 'Look Back in Anger', 'Colonel Redl']]
Predicted Ans:    The Entertainer
Predicted Path:   Luther --[written_by]--> John Osborne --[(INV) written_by]--> The Entertainer
Path (Raw):       Luther --[written_by]--> John Osborne --[(INV) written_by]--> The Entertainer --[No Operation]--> The Entertainer
Neg LogProb(↓):   0.231910
Path Entropy(↓):  0.665942
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film the water horse starred which actors
Start Entity:     The Water Horse
Gold Answer:      [['Ben Chaplin']]
Predicted Ans:    Emilia Fox
Predicted Path:   The Water Horse --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Ways to Live Forever --[starred_actors]--> Emilia Fox
Path (Raw):       The Water Horse --[starred_actors]--> Ben Chaplin --[(INV) starred_actors]--> Ways to Live Forever --[starred_actors]--> Emilia Fox
Neg LogProb(↓):   0.465444
Path Entropy(↓):  1.025803
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films are about jenny agutter
Start Entity:     jenny agutter
Gold Answer:      [['Walkabout', "Logan's Run", 'An American Werewolf in London']]
Predicted Ans:    Logan's Run
Predicted Path:   jenny agutter --[(INV) has_tags]--> Logan's Run --[has_tags]--> michael york --[(INV) has_tags]--> Logan's Run
Path (Raw):       jenny agutter --[(INV) has_tags]--> Logan's Run --[has_tags]--> michael york --[(INV) has_tags]--> Logan's Run
Neg LogProb(↓):   0.057856
Path Entropy(↓):  0.301249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie dad savage
Start Entity:     Dad Savage
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Dad Savage --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       Dad Savage --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.968167
Path Entropy(↓):  2.789638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by sam worthington
Start Entity:     Sam Worthington
Gold Answer:      [['Ben Nott', "Morgan O'Neill", 'McG', 'Don McKellar', 'Daniel Barnz', 'Ami Canaan Mann', 'Massy Tadjedin', 'Asger Leth', 'Robert Connolly', 'Jonathan Liebesman', 'Dein Perry', 'James Cameron', 'Nisha Ganatra', 'Louis Leterrier']]
Predicted Ans:    James Cameron
Predicted Path:   Sam Worthington --[(INV) starred_actors]--> Avatar --[directed_by]--> James Cameron
Path (Raw):       Sam Worthington --[No Operation]--> Sam Worthington --[(INV) starred_actors]--> Avatar --[directed_by]--> James Cameron
Neg LogProb(↓):   0.443011
Path Entropy(↓):  0.679581
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with marcello mastroianni
Start Entity:     Marcello Mastroianni
Gold Answer:      [['Billie Whitelaw', 'Stefania Sandrelli', 'Sophia Loren', 'Sydne Rome', 'Philippe Noiret', 'Jeanne Moreau', 'Daniela Rocca', 'Ugo Tognazzi', 'Gérard Depardieu', 'John Vernon', 'Geraldine Fitzgerald', 'Elena Safonova', 'Monica Vitti', 'Virna Lisi', 'Edward G. Robinson', 'Michel Piccoli', 'Ursula Andress', 'Elsa Martinelli', 'James Coco', 'Loretta Young', 'Hugh Griffith', 'Giulietta Masina', 'Leopoldo Trieste', 'Orson Welles']]
Predicted Ans:    Marcello Mastroianni
Predicted Path:   Marcello Mastroianni --[(INV) starred_actors]--> The 10th Victim --[starred_actors]--> Marcello Mastroianni
Path (Raw):       Marcello Mastroianni --[No Operation]--> Marcello Mastroianni --[(INV) starred_actors]--> The 10th Victim --[starred_actors]--> Marcello Mastroianni
Neg LogProb(↓):   0.897565
Path Entropy(↓):  1.368096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the directors that the actors in their movies also appear in the movie a damsel in distress
Start Entity:     A Damsel in Distress
Gold Answer:      [['Edmund Goulding', 'William A. Seiter', 'Fritz Lang', 'Peter Hyams', 'Norman Taurog', 'Franco Zeffirelli', 'Irwin Allen', 'Cary Fukunaga', 'Edward H. Griffith', 'Richard Quine', 'Nicolas Roeg', 'Jean Negulesco', 'Rouben Mamoulian', 'Richard Thorpe', 'Roy Del Ruth', 'Billy Wilder', 'Mel Smith', 'Nicholas Ray', 'George Sidney', 'Robert Lewis', 'Stanley Kramer', 'Merrill Pye', 'Lemuel Ayers', 'Anatole Litvak', 'Russell Mulcahy', 'Robert Rossen', 'Max Ophüls', 'Francis Ford Coppola', 'Douglas Camfield', 'Sidney Lanfield', 'Mitchell Leisen', 'Herbert Ross', 'Stanley Donen', 'Charles Walters', 'Vincente Minnelli', 'Paul Bogart', 'Alfred Hitchcock', 'Lowell Sherman', 'Martin Brest', 'Gene Kelly', 'Delbert Mann', 'H.C. Potter', 'Carl Reiner', 'Cyril Frankel', 'George Stevens', 'Ida Lupino', 'Norman Z. McLeod', 'John Irvin', 'Robert Stevenson', 'Mark Sandrich', 'Stuart Heisler']]
Predicted Ans:    Mark Sandrich
Predicted Path:   A Damsel in Distress --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Path (Raw):       A Damsel in Distress --[starred_actors]--> Fred Astaire --[(INV) starred_actors]--> Follow the Fleet --[directed_by]--> Mark Sandrich
Neg LogProb(↓):   0.771046
Path Entropy(↓):  1.917368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films directed by james kerwin
Start Entity:     James Kerwin
Gold Answer:      [['Kipleigh Brown', 'Mik Scriba', 'John Newton', 'Chase Masterson']]
Predicted Ans:    Chase Masterson
Predicted Path:   James Kerwin --[(INV) directed_by]--> Yesterday Was a Lie --[starred_actors]--> Chase Masterson
Path (Raw):       James Kerwin --[No Operation]--> James Kerwin --[(INV) directed_by]--> Yesterday Was a Lie --[starred_actors]--> Chase Masterson
Neg LogProb(↓):   0.001821
Path Entropy(↓):  0.014000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by jacob sewell
Start Entity:     Jacob Sewell
Gold Answer:      [['Harmony Korine']]
Predicted Ans:    Harmony Korine
Predicted Path:   Jacob Sewell --[(INV) starred_actors]--> Gummo --[directed_by]--> Harmony Korine
Path (Raw):       Jacob Sewell --[No Operation]--> Jacob Sewell --[(INV) starred_actors]--> Gummo --[directed_by]--> Harmony Korine
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of ricochet
Start Entity:     Ricochet
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Ricochet --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Ricochet --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.484828
Path Entropy(↓):  3.014491
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did stephen fung direct
Start Entity:     Stephen Fung
Gold Answer:      [['Enter the Phoenix', 'Tai Chi Hero']]
Predicted Ans:    Enter the Phoenix
Predicted Path:   Stephen Fung --[(INV) directed_by]--> Enter the Phoenix --[directed_by]--> Stephen Fung --[(INV) directed_by]--> Enter the Phoenix
Path (Raw):       Stephen Fung --[(INV) directed_by]--> Enter the Phoenix --[directed_by]--> Stephen Fung --[(INV) directed_by]--> Enter the Phoenix
Neg LogProb(↓):   0.623275
Path Entropy(↓):  1.156515
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with mona lisa in
Start Entity:     Mona Lisa
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Mona Lisa --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Path (Raw):       Mona Lisa --[directed_by]--> Neil Jordan --[(INV) directed_by]--> We're No Angels --[in_language]--> French
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000099
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does let the bullets fly fall under
Start Entity:     Let the Bullets Fly
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Let the Bullets Fly --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Let the Bullets Fly --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.565545
Path Entropy(↓):  4.575367
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did garth jennings direct
Start Entity:     Garth Jennings
Gold Answer:      [["The Hitchhiker's Guide to the Galaxy", 'Son of Rambow']]
Predicted Ans:    Son of Rambow
Predicted Path:   Garth Jennings --[(INV) directed_by]--> Son of Rambow --[directed_by]--> Garth Jennings --[(INV) directed_by]--> Son of Rambow
Path (Raw):       Garth Jennings --[(INV) directed_by]--> Son of Rambow --[directed_by]--> Garth Jennings --[(INV) directed_by]--> Son of Rambow
Neg LogProb(↓):   0.742911
Path Entropy(↓):  1.129142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of persona
Start Entity:     Persona
Gold Answer:      [['Max von Sydow', 'José Ferrer', 'Cary Grant', 'Robert Montgomery', 'Tallulah Bankhead', 'Bibi Andersson', 'Viggo Mortensen', 'Elizabeth Taylor', 'Liv Ullmann', 'Erland Josephson', 'Ingrid Bergman', 'Rita Russek', 'Gunnar Björnstrand', 'Ingrid Thulin', 'Victor Sjöström', 'Michael Fassbender', 'Bengt Ekerot', 'Gunnel Lindblom', 'Lena Nyman', 'Katharine Isabelle', 'Diana Rigg', 'Len Cariou']]
Predicted Ans:    Liv Ullmann
Predicted Path:   Persona --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Path (Raw):       Persona --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Autumn Sonata --[starred_actors]--> Liv Ullmann
Neg LogProb(↓):   0.429381
Path Entropy(↓):  0.976942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with beverly tyler
Start Entity:     Beverly Tyler
Gold Answer:      [['Hume Cronyn', 'Tom Drake', 'Charles Coburn']]
Predicted Ans:    Charles Coburn
Predicted Path:   Beverly Tyler --[(INV) starred_actors]--> The Green Years --[starred_actors]--> Charles Coburn
Path (Raw):       Beverly Tyler --[No Operation]--> Beverly Tyler --[(INV) starred_actors]--> The Green Years --[starred_actors]--> Charles Coburn
Neg LogProb(↓):   0.028146
Path Entropy(↓):  0.145709
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the saint in london
Start Entity:     The Saint in London
Gold Answer:      [['Charles David', 'Phillip Noyce', 'Otto Preminger', 'Leo McCarey', 'Luis Buñuel']]
Predicted Ans:    John Paddy Carstairs
Predicted Path:   The Saint in London --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint in London --[directed_by]--> John Paddy Carstairs
Path (Raw):       The Saint in London --[written_by]--> Leslie Charteris --[(INV) written_by]--> The Saint in London --[directed_by]--> John Paddy Carstairs
Neg LogProb(↓):   0.659062
Path Entropy(↓):  0.730482
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the primary languages in the movies written by farhad safinia
Start Entity:     Farhad Safinia
Gold Answer:      [['Maya']]
Predicted Ans:    Maya
Predicted Path:   Farhad Safinia --[(INV) written_by]--> Apocalypto --[in_language]--> Maya
Path (Raw):       Farhad Safinia --[No Operation]--> Farhad Safinia --[(INV) written_by]--> Apocalypto --[in_language]--> Maya
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed rock'n'roll nightmare
Start Entity:     Rock 'n' Roll Nightmare
Gold Answer:      [['John Fasano']]
Predicted Ans:    John Fasano
Predicted Path:   Rock 'n' Roll Nightmare --[directed_by]--> John Fasano --[(INV) directed_by]--> Black Roses --[directed_by]--> John Fasano
Path (Raw):       Rock 'n' Roll Nightmare --[directed_by]--> John Fasano --[(INV) directed_by]--> Black Roses --[directed_by]--> John Fasano
Neg LogProb(↓):   0.003853
Path Entropy(↓):  0.025223
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote my dinner with andre
Start Entity:     My Dinner with Andre
Gold Answer:      [['Andre Gregory', 'Wallace Shawn']]
Predicted Ans:    Wallace Shawn
Predicted Path:   My Dinner with Andre --[written_by]--> Andre Gregory --[(INV) written_by]--> My Dinner with Andre --[written_by]--> Wallace Shawn
Path (Raw):       My Dinner with Andre --[written_by]--> Andre Gregory --[(INV) written_by]--> My Dinner with Andre --[written_by]--> Wallace Shawn
Neg LogProb(↓):   0.494609
Path Entropy(↓):  0.869259
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by courtney b. vance were written by who
Start Entity:     Courtney B. Vance
Gold Answer:      [['Mark Twain', 'Stephen Sommers']]
Predicted Ans:    Stephen Sommers
Predicted Path:   Courtney B. Vance --[(INV) starred_actors]--> The Adventures of Huck Finn --[written_by]--> Stephen Sommers
Path (Raw):       Courtney B. Vance --[No Operation]--> Courtney B. Vance --[(INV) starred_actors]--> The Adventures of Huck Finn --[written_by]--> Stephen Sommers
Neg LogProb(↓):   0.118199
Path Entropy(↓):  0.401638
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of cooking with stella
Start Entity:     Cooking with Stella
Gold Answer:      [['Emma Suárez', 'Sarala Kariyawasam', 'Rahul Khanna', 'Patrick Stewart', 'Carmelo Gómez', 'Lisa Ray', 'James Earl Jones', 'Anupam Kher']]
Predicted Ans:    Lisa Ray
Predicted Path:   Cooking with Stella --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[starred_actors]--> Lisa Ray
Path (Raw):       Cooking with Stella --[written_by]--> Deepa Mehta --[(INV) written_by]--> Bollywood/Hollywood --[starred_actors]--> Lisa Ray
Neg LogProb(↓):   0.079801
Path Entropy(↓):  0.309589
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of stalag 17
Start Entity:     Stalag 17
Gold Answer:      [['Greta Garbo', 'Bing Crosby', 'Ray Milland', 'Anne Baxter', 'Tyrone Power', 'Fred MacMurray', 'Benny Goodman', 'Nancy Marchand', 'Marlene Dietrich', 'Tommy Dorsey', 'James Stewart', 'Gary Cooper', 'Harrison Ford', 'Horst Buchholz', 'John Lund', 'Victor Francen', 'Ginger Rogers', 'Monica Bellucci', 'Romane Bohringer', 'Robert Stephens', 'William Holden', 'Barbara Stanwyck', 'Pamela Tiffin', 'Adolphe Menjou', 'Jack Lemmon', 'Virginia Mayo', 'Dean Martin', 'Greg Kinnear', 'Charles Laughton', 'Julia Ormond', 'Paulette Goddard', 'Francis Lederer', 'Olivia de Havilland', 'Franchot Tone', 'Don Ameche', 'Claudette Colbert', 'John Barrymore', 'George Raft', 'Colin Blakely', 'James Cagney', 'Shirley MacLaine', 'Elsa Lanchester', 'Mary Brian', 'Edward G. Robinson', 'Melvyn Douglas', 'Tom Ewell', 'Juliet Mills', 'Danny Kaye', 'Kim Novak', 'Edward Everett Horton', 'Tony Curtis', 'Walter Matthau', 'Marilyn Monroe', 'Audrey Hepburn', 'Arlene Francis', 'Kirk Douglas', 'Joan Fontaine', 'Paula Prentiss', 'Vincent Cassel', 'Charles Boyer', 'Humphrey Bogart', 'Ray Walston', 'Jean Arthur', 'Jane Wyman', "Pat O'Brien"]]
Predicted Ans:    Ray Milland
Predicted Path:   Stalag 17 --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Path (Raw):       Stalag 17 --[written_by]--> Billy Wilder --[(INV) written_by]--> The Lost Weekend --[starred_actors]--> Ray Milland
Neg LogProb(↓):   0.910057
Path Entropy(↓):  1.274683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter chris weitz co - wrote films with who
Start Entity:     Chris Weitz
Gold Answer:      [['Philip Pullman', 'Charles Perrault', 'Robert L. Freedman', 'Paul Weitz', 'Nick Hornby']]
Predicted Ans:    Chris Weitz
Predicted Path:   Chris Weitz --[(INV) written_by]--> About a Boy --[written_by]--> Chris Weitz
Path (Raw):       Chris Weitz --[No Operation]--> Chris Weitz --[(INV) written_by]--> About a Boy --[written_by]--> Chris Weitz
Neg LogProb(↓):   0.811573
Path Entropy(↓):  1.063015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film memorial day are directed by who
Start Entity:     Memorial Day
Gold Answer:      [['Alex Proyas', 'Julian Jarrold', 'Nolan Lebovitz', 'Michael McGowan', 'Benjamin Ross']]
Predicted Ans:    Julian Jarrold
Predicted Path:   Memorial Day --[starred_actors]--> James Cromwell --[(INV) starred_actors]--> Becoming Jane --[directed_by]--> Julian Jarrold
Path (Raw):       Memorial Day --[starred_actors]--> James Cromwell --[(INV) starred_actors]--> Becoming Jane --[directed_by]--> Julian Jarrold
Neg LogProb(↓):   0.058974
Path Entropy(↓):  0.294354
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote grace unplugged
Start Entity:     Grace Unplugged
Gold Answer:      [['Brad J. Silverman', 'Brandon Rice']]
Predicted Ans:    Brad J. Silverman
Predicted Path:   Grace Unplugged --[written_by]--> Brandon Rice --[(INV) written_by]--> Grace Unplugged --[directed_by]--> Brad J. Silverman
Path (Raw):       Grace Unplugged --[written_by]--> Brandon Rice --[(INV) written_by]--> Grace Unplugged --[directed_by]--> Brad J. Silverman
Neg LogProb(↓):   0.576374
Path Entropy(↓):  0.884117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Eliza hittman was the director of which movies
Start Entity:     Eliza Hittman
Gold Answer:      [['It Felt Like Love']]
Predicted Ans:    It Felt Like Love
Predicted Path:   Eliza Hittman --[(INV) directed_by]--> It Felt Like Love --[directed_by]--> Eliza Hittman --[(INV) directed_by]--> It Felt Like Love
Path (Raw):       Eliza Hittman --[(INV) directed_by]--> It Felt Like Love --[directed_by]--> Eliza Hittman --[(INV) directed_by]--> It Felt Like Love
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did danny huston direct
Start Entity:     Danny Huston
Gold Answer:      [['Mr. North']]
Predicted Ans:    The Warrior's Way
Predicted Path:   Danny Huston --[(INV) starred_actors]--> The Warrior's Way --[directed_by]--> Sngmoo Lee --[(INV) directed_by]--> The Warrior's Way
Path (Raw):       Danny Huston --[(INV) starred_actors]--> The Warrior's Way --[directed_by]--> Sngmoo Lee --[(INV) directed_by]--> The Warrior's Way
Neg LogProb(↓):   1.138776
Path Entropy(↓):  1.791720
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What film did bruce mcculloch write
Start Entity:     Bruce McCulloch
Gold Answer:      [['Dog Park']]
Predicted Ans:    Dog Park
Predicted Path:   Bruce McCulloch --[(INV) written_by]--> Dog Park --[written_by]--> Bruce McCulloch --[(INV) written_by]--> Dog Park
Path (Raw):       Bruce McCulloch --[(INV) written_by]--> Dog Park --[written_by]--> Bruce McCulloch --[(INV) written_by]--> Dog Park
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by andrea blaugrund nevins release
Start Entity:     Andrea Blaugrund Nevins
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Andrea Blaugrund Nevins --[(INV) directed_by]--> The Other F Word --[release_year]--> 2011
Path (Raw):       Andrea Blaugrund Nevins --[No Operation]--> Andrea Blaugrund Nevins --[(INV) directed_by]--> The Other F Word --[release_year]--> 2011
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie don't drink the water were released in which years
Start Entity:     Don't Drink the Water
Gold Answer:      [['1983', '1976', '1980', '1962', '1963', '1968', '1970', '1982', '1961', '1986']]
Predicted Ans:    1961
Predicted Path:   Don't Drink the Water --[starred_actors]--> Jackie Gleason --[(INV) starred_actors]--> The Hustler --[release_year]--> 1961
Path (Raw):       Don't Drink the Water --[starred_actors]--> Jackie Gleason --[(INV) starred_actors]--> The Hustler --[release_year]--> 1961
Neg LogProb(↓):   0.863282
Path Entropy(↓):  1.518557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Stacie passon directed which films
Start Entity:     Stacie Passon
Gold Answer:      [['Concussion']]
Predicted Ans:    Concussion
Predicted Path:   Stacie Passon --[(INV) directed_by]--> Concussion --[directed_by]--> Stacie Passon --[(INV) directed_by]--> Concussion
Path (Raw):       Stacie Passon --[(INV) directed_by]--> Concussion --[directed_by]--> Stacie Passon --[(INV) directed_by]--> Concussion
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the pagemaster
Start Entity:     The Pagemaster
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Pagemaster --[starred_actors]--> Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[in_language]--> English
Path (Raw):       The Pagemaster --[starred_actors]--> Macaulay Culkin --[(INV) starred_actors]--> The Good Son --[in_language]--> English
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000542
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie ip man
Start Entity:     Ip Man
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Ip Man --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Ip Man --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.268087
Path Entropy(↓):  3.123778
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie young ones starred who
Start Entity:     Young Ones
Gold Answer:      [['Nicholas Hoult', 'Michael Shannon', 'Elle Fanning']]
Predicted Ans:    Michael Shannon
Predicted Path:   Young Ones --[starred_actors]--> Michael Shannon --[(INV) starred_actors]--> The Iceman --[starred_actors]--> Michael Shannon
Path (Raw):       Young Ones --[starred_actors]--> Michael Shannon --[(INV) starred_actors]--> The Iceman --[starred_actors]--> Michael Shannon
Neg LogProb(↓):   0.851656
Path Entropy(↓):  1.195548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of aly michalka acted films
Start Entity:     Aly Michalka
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   Aly Michalka --[(INV) starred_actors]--> Bandslam --[release_year]--> 2009
Path (Raw):       Aly Michalka --[No Operation]--> Aly Michalka --[(INV) starred_actors]--> Bandslam --[release_year]--> 2009
Neg LogProb(↓):   0.132711
Path Entropy(↓):  0.375370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was clayton moore an actor in
Start Entity:     Clayton Moore
Gold Answer:      [['The Lone Ranger and the Lost City of Gold', 'The Lone Ranger', 'Black Dragons']]
Predicted Ans:    Black Dragons
Predicted Path:   Clayton Moore --[(INV) starred_actors]--> Black Dragons --[starred_actors]--> George Pembroke --[(INV) starred_actors]--> Black Dragons
Path (Raw):       Clayton Moore --[(INV) starred_actors]--> Black Dragons --[starred_actors]--> George Pembroke --[(INV) starred_actors]--> Black Dragons
Neg LogProb(↓):   0.365105
Path Entropy(↓):  1.036534
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in pillow of death
Start Entity:     Pillow of Death
Gold Answer:      [['Brenda Joyce']]
Predicted Ans:    Lex Barker
Predicted Path:   Pillow of Death --[starred_actors]--> Brenda Joyce --[(INV) starred_actors]--> Tarzan's Magic Fountain --[starred_actors]--> Lex Barker
Path (Raw):       Pillow of Death --[starred_actors]--> Brenda Joyce --[(INV) starred_actors]--> Tarzan's Magic Fountain --[starred_actors]--> Lex Barker
Neg LogProb(↓):   0.736077
Path Entropy(↓):  0.918979
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with marilynne robinson
Start Entity:     Marilynne Robinson
Gold Answer:      [['Bill Forsyth']]
Predicted Ans:    Bill Forsyth
Predicted Path:   Marilynne Robinson --[(INV) written_by]--> Housekeeping --[written_by]--> Bill Forsyth
Path (Raw):       Marilynne Robinson --[No Operation]--> Marilynne Robinson --[(INV) written_by]--> Housekeeping --[written_by]--> Bill Forsyth
Neg LogProb(↓):   0.002557
Path Entropy(↓):  0.017794
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with invincible fall under
Start Entity:     Invincible
Gold Answer:      [['Documentary', 'Short', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Documentary
Predicted Path:   Invincible --[written_by]--> Werner Herzog --[(INV) written_by]--> Wings of Hope --[has_genre]--> Documentary
Path (Raw):       Invincible --[written_by]--> Werner Herzog --[(INV) written_by]--> Wings of Hope --[has_genre]--> Documentary
Neg LogProb(↓):   1.727828
Path Entropy(↓):  2.025582
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film three brothers
Start Entity:     Three Brothers
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Three Brothers --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       Three Brothers --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.607073
Path Entropy(↓):  2.670557
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by ben wheatley were released in which years
Start Entity:     Ben Wheatley
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   Ben Wheatley --[(INV) written_by]--> Down Terrace --[release_year]--> 2009
Path (Raw):       Ben Wheatley --[No Operation]--> Ben Wheatley --[(INV) written_by]--> Down Terrace --[release_year]--> 2009
Neg LogProb(↓):   0.117593
Path Entropy(↓):  0.348481
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by guns, girls and gambling actors
Start Entity:     Guns, Girls and Gambling
Gold Answer:      [['David Saperstein', 'Brett Leonard', 'Michael Goldenberg', 'John Fusco', 'Charles Edward Pogue', 'Don Calame', 'Eric Red', 'Quentin Tarantino', 'Michael Roesch', 'Barry Levinson', 'Peter Scheerer', 'Jack Sholder', 'William H. Macy', 'Steven Schachter', 'Daniel Waters', 'Chris Ver Wiel', 'Allan Moyle', 'Tom Sierchio', 'Gimel Everett', 'Peter Berg', 'James Naughtie', 'Greg Coolidge', 'Bruce A. Evans', 'Raynold Gideon', 'Peter Lefcourt', 'Graham Yost', 'Peter Hedges', 'Rod Lurie', 'Stephen King', 'John Lasseter', 'Umberto Eco', 'Peter Morgan', 'Chris Conroy']]
Predicted Ans:    William H. Macy
Predicted Path:   Guns, Girls and Gambling --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> The Deal --[written_by]--> William H. Macy
Path (Raw):       Guns, Girls and Gambling --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> The Deal --[written_by]--> William H. Macy
Neg LogProb(↓):   1.555059
Path Entropy(↓):  2.341541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by denis leary were written by who
Start Entity:     Denis Leary
Gold Answer:      [['David Mamet', 'Mike Armstrong', 'Alvin Sargent', 'Len Wiseman', 'Don Stanford', 'Steve Kloves', 'M. Night Shyamalan', 'Michael J. Wilson', 'Dick Maas', 'Ann Lembeck', 'Hilary Henkin', 'Larry Beinhart', 'James Vanderbilt', 'Jim Kouf', 'Gene Quintano']]
Predicted Ans:    David Mamet
Predicted Path:   Denis Leary --[(INV) starred_actors]--> Lakeboat --[written_by]--> David Mamet
Path (Raw):       Denis Leary --[No Operation]--> Denis Leary --[(INV) starred_actors]--> Lakeboat --[written_by]--> David Mamet
Neg LogProb(↓):   1.375304
Path Entropy(↓):  1.747720
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies have the same director of king of the hill
Start Entity:     King of the Hill
Gold Answer:      [['The Girlfriend Experience', 'Contagion', 'The Underneath', 'Haywire', 'Side Effects', 'Out of Sight', 'Solaris', 'The Limey', 'Eros', "Ocean's Thirteen", 'Sex, Lies, and Videotape', "Ocean's Twelve", 'The Good German', 'Erin Brockovich', 'The Informant!', 'Magic Mike', 'Traffic', "Ocean's Eleven", 'Kafka', 'Bubble', "Gray's Anatomy", 'Full Frontal', 'Behind the Candelabra']]
Predicted Ans:    Eros
Predicted Path:   King of the Hill --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Eros
Path (Raw):       King of the Hill --[No Operation]--> King of the Hill --[directed_by]--> Steven Soderbergh --[(INV) directed_by]--> Eros
Neg LogProb(↓):   1.240802
Path Entropy(↓):  2.066378
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed phil spector
Start Entity:     Phil Spector
Gold Answer:      [['David Mamet']]
Predicted Ans:    David Mamet
Predicted Path:   Phil Spector --[directed_by]--> David Mamet --[(INV) directed_by]--> Oleanna --[directed_by]--> David Mamet
Path (Raw):       Phil Spector --[directed_by]--> David Mamet --[(INV) directed_by]--> Oleanna --[directed_by]--> David Mamet
Neg LogProb(↓):   0.222770
Path Entropy(↓):  0.649874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the thin blue line
Start Entity:     The Thin Blue Line
Gold Answer:      [['Donald Rumsfeld', 'Stephen Hawking', 'Errol Morris']]
Predicted Ans:    Donald Rumsfeld
Predicted Path:   The Thin Blue Line --[directed_by]--> Errol Morris --[(INV) directed_by]--> The Unknown Known --[starred_actors]--> Donald Rumsfeld
Path (Raw):       The Thin Blue Line --[directed_by]--> Errol Morris --[(INV) directed_by]--> The Unknown Known --[starred_actors]--> Donald Rumsfeld
Neg LogProb(↓):   0.001044
Path Entropy(↓):  0.009279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with grey gardens
Start Entity:     Grey Gardens
Gold Answer:      [['When Night Is Falling', 'Mansfield Park']]
Predicted Ans:    Mansfield Park
Predicted Path:   Grey Gardens --[written_by]--> Patricia Rozema --[(INV) written_by]--> Mansfield Park
Path (Raw):       Grey Gardens --[written_by]--> Patricia Rozema --[(INV) written_by]--> Mansfield Park --[No Operation]--> Mansfield Park
Neg LogProb(↓):   0.066255
Path Entropy(↓):  0.275958
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of runaway bride also starred in which movies
Start Entity:     Runaway Bride
Gold Answer:      [['The Mexican', 'Mystic Pizza', 'Mirror Mirror', 'The Hunting Party', 'An Officer and a Gentleman', 'Primal Fear', 'American Gigolo', 'Bee Season', "Charlie Wilson's War", 'Intersection', 'Autumn in New York', 'King David', 'The Jackal', 'Final Analysis', 'Unfaithful', 'Breathless', 'Yanks', 'Mary Reilly', 'I Love Trouble', 'Amelia', 'Dying Young', 'Duplicity', 'Stepmom', 'Hook', 'The Pelican Brief', 'Mona Lisa Smile', 'Erin Brockovich', 'Conspiracy Theory', 'The Mothman Prophecies', 'Eat Pray Love', "Brooklyn's Finest", "America's Sweethearts", 'Bloodbrothers', 'No Mercy', 'Mr. Jones', 'Power', "My Best Friend's Wedding", 'Sommersby', 'Something to Talk About', 'Days of Heaven', 'Nights in Rodanthe', 'The Cotton Club', 'Internal Affairs', 'First Knight', 'Sleeping with the Enemy', 'Red Corner', 'Notting Hill', 'Pretty Woman', 'Arbitrage', 'The Double', 'The Ant Bully', 'Closer', 'Flatliners', 'The Flock']]
Predicted Ans:    Arbitrage
Predicted Path:   Runaway Bride --[starred_actors]--> Richard Gere --[(INV) starred_actors]--> Arbitrage
Path (Raw):       Runaway Bride --[starred_actors]--> Richard Gere --[No Operation]--> Richard Gere --[(INV) starred_actors]--> Arbitrage
Neg LogProb(↓):   1.607239
Path Entropy(↓):  2.331434
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by miki nakatani
Start Entity:     Miki Nakatani
Gold Answer:      [['2008', '2000', '2005', '2001']]
Predicted Ans:    2005
Predicted Path:   Miki Nakatani --[(INV) starred_actors]--> Chaos --[release_year]--> 2005
Path (Raw):       Miki Nakatani --[No Operation]--> Miki Nakatani --[(INV) starred_actors]--> Chaos --[release_year]--> 2005
Neg LogProb(↓):   1.225312
Path Entropy(↓):  1.560236
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie love me tender
Start Entity:     Love Me Tender
Gold Answer:      [['1953']]
Predicted Ans:    1956
Predicted Path:   Love Me Tender --[directed_by]--> Robert D. Webb --[(INV) directed_by]--> Love Me Tender --[release_year]--> 1956
Path (Raw):       Love Me Tender --[directed_by]--> Robert D. Webb --[(INV) directed_by]--> Love Me Tender --[release_year]--> 1956
Neg LogProb(↓):   0.417416
Path Entropy(↓):  0.641865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in a golden christmas
Start Entity:     A Golden Christmas
Gold Answer:      [['Nicholas Brendon', 'Andrea Roth']]
Predicted Ans:    Nicholas Brendon
Predicted Path:   A Golden Christmas --[starred_actors]--> Nicholas Brendon --[(INV) starred_actors]--> A Golden Christmas --[starred_actors]--> Nicholas Brendon
Path (Raw):       A Golden Christmas --[starred_actors]--> Nicholas Brendon --[(INV) starred_actors]--> A Golden Christmas --[starred_actors]--> Nicholas Brendon
Neg LogProb(↓):   0.126675
Path Entropy(↓):  0.370701
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by liv ullmann were directed by who
Start Entity:     Liv Ullmann
Gold Answer:      [['Jan Troell', 'Charles Jarrott', 'Laslo Benedek', 'Steve McQueen', 'Ingmar Bergman', 'Georg Maas', 'Bernt Amadeus Capra', 'Frank Capra']]
Predicted Ans:    Georg Maas
Predicted Path:   Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Path (Raw):       Liv Ullmann --[No Operation]--> Liv Ullmann --[(INV) starred_actors]--> Two Lives --[directed_by]--> Georg Maas
Neg LogProb(↓):   0.208436
Path Entropy(↓):  0.724048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by cary fukunaga release
Start Entity:     Cary Fukunaga
Gold Answer:      [['1996', '2011', '1970', '1943']]
Predicted Ans:    1996
Predicted Path:   Cary Fukunaga --[(INV) directed_by]--> Jane Eyre --[release_year]--> 1996
Path (Raw):       Cary Fukunaga --[No Operation]--> Cary Fukunaga --[(INV) directed_by]--> Jane Eyre --[release_year]--> 1996
Neg LogProb(↓):   0.749154
Path Entropy(↓):  1.179700
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film heist
Start Entity:     Heist
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1974', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1973', '2014', '1994', '1956', '1983', '1995', '1972', '1971', '1990', '2001', '1989', '1996', '2002', '1981', '2012', '1986', '2013', '1962', '1988', '1978', '2000', '1997', '1975', '1950', '2005', '1991', '1987', '1969']]
Predicted Ans:    1995
Predicted Path:   Heist --[starred_actors]--> Delroy Lindo --[(INV) starred_actors]--> Clockers --[release_year]--> 1995
Path (Raw):       Heist --[starred_actors]--> Delroy Lindo --[(INV) starred_actors]--> Clockers --[release_year]--> 1995
Neg LogProb(↓):   1.889013
Path Entropy(↓):  2.263238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film the nanny diaries
Start Entity:     The Nanny Diaries
Gold Answer:      [['1980', '1997', '2001', '2008', '2003', '2005', '2010', '2004', '2006', '2014', '2013']]
Predicted Ans:    2005
Predicted Path:   The Nanny Diaries --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[release_year]--> 2005
Path (Raw):       The Nanny Diaries --[starred_actors]--> Scarlett Johansson --[(INV) starred_actors]--> The Island --[release_year]--> 2005
Neg LogProb(↓):   0.749534
Path Entropy(↓):  1.402821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in honor among lovers
Start Entity:     Honor Among Lovers
Gold Answer:      [['French', 'English', 'Japanese', 'German']]
Predicted Ans:    English
Predicted Path:   Honor Among Lovers --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       Honor Among Lovers --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.089308
Path Entropy(↓):  0.305804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films a stranger among us are written by who
Start Entity:     A Stranger Among Us
Gold Answer:      [['Peter Milne', 'Waldo Salt', 'Israel Zangwill', 'Paddy Chayefsky', 'William F. Brown', 'Meade Roberts', 'Lawrence Sanders', 'Moura Budberg', 'David Mamet', 'Kelly Masterson', 'Sebastián Lelio', 'Anton Chekhov', 'John Hopkins', 'Herbert Sargent', 'Wallace Markfield', 'Ira Levin', 'Naomi Foner', 'Tom Fontana', 'John Cassavetes', 'Harvey Wheeler', 'Tennessee Williams', 'Joel Schumacher', 'Robert Daley', 'Agatha Christie', 'Peter Shaffer', 'Eugene Burdick', 'David Himmelstein', 'Morton S. Fine', 'David Friedkin', 'Sidney Lumet', 'Frank Pierson', 'P.F. Kluge', 'Jay Presson Allen', 'Reginald Rose', 'Larry Cohen', 'Vincent Patrick', 'Barry Reed', 'L. Frank Baum', 'Richard Dooling', 'Mary McCarthy', 'Edward Lewis Wallant', 'Norman Wexler', 'Peter Maas']]
Predicted Ans:    John Cassavetes
Predicted Path:   A Stranger Among Us --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[written_by]--> John Cassavetes
Path (Raw):       A Stranger Among Us --[directed_by]--> Sidney Lumet --[(INV) directed_by]--> Gloria --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.694770
Path Entropy(↓):  0.707879
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in lightspeed
Start Entity:     Lightspeed
Gold Answer:      [['Nicole Eggert', 'Jason Connery', 'Daniel Goddard', 'Lee Majors']]
Predicted Ans:    Daniel Goddard
Predicted Path:   Lightspeed --[starred_actors]--> Daniel Goddard --[(INV) starred_actors]--> Lightspeed --[starred_actors]--> Daniel Goddard
Path (Raw):       Lightspeed --[starred_actors]--> Daniel Goddard --[(INV) starred_actors]--> Lightspeed --[starred_actors]--> Daniel Goddard
Neg LogProb(↓):   1.091315
Path Entropy(↓):  1.762597
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by arthur o'connell release
Start Entity:     Arthur O'Connell
Gold Answer:      [['1957', '1959', '1975', '1956']]
Predicted Ans:    1957
Predicted Path:   Arthur O'Connell --[(INV) starred_actors]--> April Love --[release_year]--> 1957
Path (Raw):       Arthur O'Connell --[No Operation]--> Arthur O'Connell --[(INV) starred_actors]--> April Love --[release_year]--> 1957
Neg LogProb(↓):   0.568570
Path Entropy(↓):  1.114993
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by bruce a. evans in
Start Entity:     Bruce A. Evans
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Bruce A. Evans --[(INV) directed_by]--> Kuffs --[has_genre]--> Comedy
Path (Raw):       Bruce A. Evans --[No Operation]--> Bruce A. Evans --[(INV) directed_by]--> Kuffs --[has_genre]--> Comedy
Neg LogProb(↓):   0.006540
Path Entropy(↓):  0.039311
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by cormac mccarthy were in which genres
Start Entity:     Cormac McCarthy
Gold Answer:      [['Western', 'Drama', 'Horror', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Cormac McCarthy --[(INV) written_by]--> The Sunset Limited --[has_genre]--> Drama
Path (Raw):       Cormac McCarthy --[No Operation]--> Cormac McCarthy --[(INV) written_by]--> The Sunset Limited --[has_genre]--> Drama
Neg LogProb(↓):   1.080704
Path Entropy(↓):  1.315366
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie reckless about
Start Entity:     Reckless
Gold Answer:      [['love']]
Predicted Ans:    love
Predicted Path:   Reckless --[has_tags]--> love --[(INV) has_tags]--> My Summer of Love --[has_tags]--> love
Path (Raw):       Reckless --[has_tags]--> love --[(INV) has_tags]--> My Summer of Love --[has_tags]--> love
Neg LogProb(↓):   0.603469
Path Entropy(↓):  0.997941
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by john wyndham
Start Entity:     John Wyndham
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   John Wyndham --[(INV) written_by]--> Village of the Damned --[has_genre]--> Horror
Path (Raw):       John Wyndham --[No Operation]--> John Wyndham --[(INV) written_by]--> Village of the Damned --[has_genre]--> Horror
Neg LogProb(↓):   0.693276
Path Entropy(↓):  0.694347
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies directed by mutz greenbaum
Start Entity:     Mutz Greenbaum
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Mutz Greenbaum --[(INV) directed_by]--> Hotel Reserve --[release_year]--> 1944
Path (Raw):       Mutz Greenbaum --[No Operation]--> Mutz Greenbaum --[(INV) directed_by]--> Hotel Reserve --[release_year]--> 1944
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by herbert j. biberman were written by who
Start Entity:     Herbert J. Biberman
Gold Answer:      [['Michael Wilson']]
Predicted Ans:    Michael Wilson
Predicted Path:   Herbert J. Biberman --[(INV) directed_by]--> Salt of the Earth --[written_by]--> Michael Wilson
Path (Raw):       Herbert J. Biberman --[No Operation]--> Herbert J. Biberman --[(INV) directed_by]--> Salt of the Earth --[written_by]--> Michael Wilson
Neg LogProb(↓):   0.128674
Path Entropy(↓):  0.368426
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote memories of underdevelopment
Start Entity:     Memories of Underdevelopment
Gold Answer:      [['Juan Carlos Tabío', 'Tomás Gutiérrez Alea']]
Predicted Ans:    Tomás Gutiérrez Alea
Predicted Path:   Memories of Underdevelopment --[written_by]--> Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[directed_by]--> Tomás Gutiérrez Alea
Path (Raw):       Memories of Underdevelopment --[written_by]--> Tomás Gutiérrez Alea --[(INV) written_by]--> La muerte de un burócrata --[directed_by]--> Tomás Gutiérrez Alea
Neg LogProb(↓):   0.341878
Path Entropy(↓):  0.646103
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of uncovered
Start Entity:     Uncovered
Gold Answer:      [['John Goodman', 'Ellen Barkin', 'Vera Miles', 'Henry Fonda', 'Dennis Quaid', 'Richard Gere', 'Valérie Kaprisky', 'Ned Beatty']]
Predicted Ans:    Kate Beckinsale
Predicted Path:   Uncovered --[directed_by]--> Jim McBride --[(INV) directed_by]--> Uncovered --[starred_actors]--> Kate Beckinsale
Path (Raw):       Uncovered --[directed_by]--> Jim McBride --[(INV) directed_by]--> Uncovered --[starred_actors]--> Kate Beckinsale
Neg LogProb(↓):   0.374551
Path Entropy(↓):  0.652051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the films starred by lindsey haun
Start Entity:     Lindsey Haun
Gold Answer:      [['Pearse Elliott', 'Paris Qualles']]
Predicted Ans:    Paris Qualles
Predicted Path:   Lindsey Haun --[(INV) starred_actors]--> The Color of Friendship --[written_by]--> Paris Qualles
Path (Raw):       Lindsey Haun --[No Operation]--> Lindsey Haun --[(INV) starred_actors]--> The Color of Friendship --[written_by]--> Paris Qualles
Neg LogProb(↓):   0.207680
Path Entropy(↓):  0.482626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in maurice
Start Entity:     Maurice
Gold Answer:      [['1983', '1995', '1980', '1976', '1946', '1988', '2009', '1992', '1989', '1991', '1996', '1953', '1994', '1999', '2002', '1987', '1984', '2013']]
Predicted Ans:    2002
Predicted Path:   Maurice --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> About a Boy --[release_year]--> 2002
Path (Raw):       Maurice --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> About a Boy --[release_year]--> 2002
Neg LogProb(↓):   1.169178
Path Entropy(↓):  1.786163
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by udayan prasad
Start Entity:     Udayan Prasad
Gold Answer:      [['Kristen Stewart', 'William Hurt', 'Maria Bello', 'Eddie Redmayne']]
Predicted Ans:    William Hurt
Predicted Path:   Udayan Prasad --[(INV) directed_by]--> The Yellow Handkerchief --[starred_actors]--> William Hurt
Path (Raw):       Udayan Prasad --[No Operation]--> Udayan Prasad --[(INV) directed_by]--> The Yellow Handkerchief --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.124569
Path Entropy(↓):  0.364772
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by bill gallagher
Start Entity:     Bill Gallagher
Gold Answer:      [['Nick Murphy']]
Predicted Ans:    Nick Murphy
Predicted Path:   Bill Gallagher --[(INV) written_by]--> Blood --[directed_by]--> Nick Murphy
Path (Raw):       Bill Gallagher --[No Operation]--> Bill Gallagher --[(INV) written_by]--> Blood --[directed_by]--> Nick Murphy
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by striking distance writers release
Start Entity:     Striking Distance
Gold Answer:      [['1998', '1988']]
Predicted Ans:    1998
Predicted Path:   Striking Distance --[written_by]--> Rowdy Herrington --[(INV) written_by]--> A Murder of Crows --[release_year]--> 1998
Path (Raw):       Striking Distance --[written_by]--> Rowdy Herrington --[(INV) written_by]--> A Murder of Crows --[release_year]--> 1998
Neg LogProb(↓):   0.410609
Path Entropy(↓):  0.669322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by louis mellis
Start Entity:     Louis Mellis
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Louis Mellis --[(INV) written_by]--> Gangster No. 1 --[has_genre]--> Crime
Path (Raw):       Louis Mellis --[No Operation]--> Louis Mellis --[(INV) written_by]--> Gangster No. 1 --[has_genre]--> Crime
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of time of the wolf
Start Entity:     Time of the Wolf
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Time of the Wolf --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       Time of the Wolf --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.508960
Path Entropy(↓):  4.768333
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the the santa clause director release
Start Entity:     The Santa Clause
Gold Answer:      [['2001', '1997']]
Predicted Ans:    1994
Predicted Path:   The Santa Clause --[directed_by]--> John Pasquin --[(INV) directed_by]--> The Santa Clause --[release_year]--> 1994
Path (Raw):       The Santa Clause --[directed_by]--> John Pasquin --[(INV) directed_by]--> The Santa Clause --[release_year]--> 1994
Neg LogProb(↓):   0.466646
Path Entropy(↓):  0.861905
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the films acted by zhang fan
Start Entity:     Zhang Fan
Gold Answer:      [['Vittorio De Sica']]
Predicted Ans:    Vittorio De Sica
Predicted Path:   Zhang Fan --[(INV) starred_actors]--> Sunflower --[directed_by]--> Vittorio De Sica
Path (Raw):       Zhang Fan --[No Operation]--> Zhang Fan --[(INV) starred_actors]--> Sunflower --[directed_by]--> Vittorio De Sica
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies was alexander payne the writer of
Start Entity:     Alexander Payne
Gold Answer:      [['Citizen Ruth', 'The Descendants', 'Election', "Paris, je t'aime", 'Sideways', 'About Schmidt']]
Predicted Ans:    Citizen Ruth
Predicted Path:   Alexander Payne --[(INV) written_by]--> Citizen Ruth --[written_by]--> Jim Taylor --[(INV) written_by]--> Citizen Ruth
Path (Raw):       Alexander Payne --[(INV) written_by]--> Citizen Ruth --[written_by]--> Jim Taylor --[(INV) written_by]--> Citizen Ruth
Neg LogProb(↓):   0.519232
Path Entropy(↓):  1.110276
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in love bites
Start Entity:     Love Bites
Gold Answer:      [['George Huang']]
Predicted Ans:    Malcolm Marmorstein
Predicted Path:   Love Bites --[starred_actors]--> Roger Rose --[(INV) starred_actors]--> Love Bites --[written_by]--> Malcolm Marmorstein
Path (Raw):       Love Bites --[starred_actors]--> Roger Rose --[(INV) starred_actors]--> Love Bites --[written_by]--> Malcolm Marmorstein
Neg LogProb(↓):   0.006012
Path Entropy(↓):  0.040087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies release whose writers also wrote the color of paradise
Start Entity:     The Color of Paradise
Gold Answer:      [['2008', '2005', '1997', '2001']]
Predicted Ans:    1997
Predicted Path:   The Color of Paradise --[written_by]--> Majid Majidi --[(INV) written_by]--> Children of Heaven --[release_year]--> 1997
Path (Raw):       The Color of Paradise --[written_by]--> Majid Majidi --[(INV) written_by]--> Children of Heaven --[release_year]--> 1997
Neg LogProb(↓):   1.056701
Path Entropy(↓):  1.461483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter luc bossi co - wrote films with who
Start Entity:     Luc Bossi
Gold Answer:      [['Boris Vian', 'Michel Gondry']]
Predicted Ans:    Michel Gondry
Predicted Path:   Luc Bossi --[(INV) written_by]--> Mood Indigo --[written_by]--> Michel Gondry
Path (Raw):       Luc Bossi --[No Operation]--> Luc Bossi --[(INV) written_by]--> Mood Indigo --[written_by]--> Michel Gondry
Neg LogProb(↓):   0.000065
Path Entropy(↓):  0.000730
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie merrily we live were in which languages
Start Entity:     Merrily We Live
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Merrily We Live --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> The Secret Life of Walter Mitty --[in_language]--> English
Path (Raw):       Merrily We Live --[directed_by]--> Norman Z. McLeod --[(INV) directed_by]--> The Secret Life of Walter Mitty --[in_language]--> English
Neg LogProb(↓):   0.082341
Path Entropy(↓):  0.277359
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share actors with one way passage in
Start Entity:     One Way Passage
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   One Way Passage --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Path (Raw):       One Way Passage --[starred_actors]--> William Powell --[(INV) starred_actors]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.091645
Path Entropy(↓):  0.299491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of king vidor
Start Entity:     King Vidor
Gold Answer:      [['Nikolaus Geyrhalter', 'Wolfgang Widerhofer', 'Leo Tolstoy']]
Predicted Ans:    King Vidor
Predicted Path:   King Vidor --[(INV) written_by]--> War and Peace --[directed_by]--> King Vidor
Path (Raw):       King Vidor --[No Operation]--> King Vidor --[(INV) written_by]--> War and Peace --[directed_by]--> King Vidor
Neg LogProb(↓):   1.208454
Path Entropy(↓):  1.635431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who wrote movies together with franco marotta
Start Entity:     Franco Marotta
Gold Answer:      [['Sandro Continenza', 'Romano Migliorini', 'Sergio Grieco', 'Laura Toscano']]
Predicted Ans:    Romano Migliorini
Predicted Path:   Franco Marotta --[(INV) written_by]--> The Inglorious Bastards --[written_by]--> Romano Migliorini
Path (Raw):       Franco Marotta --[No Operation]--> Franco Marotta --[(INV) written_by]--> The Inglorious Bastards --[written_by]--> Romano Migliorini
Neg LogProb(↓):   0.234302
Path Entropy(↓):  0.587349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by keith thompson were in which genres
Start Entity:     Keith Thompson
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Keith Thompson --[(INV) written_by]--> The Sapphires --[has_genre]--> Comedy
Path (Raw):       Keith Thompson --[No Operation]--> Keith Thompson --[(INV) written_by]--> The Sapphires --[has_genre]--> Comedy
Neg LogProb(↓):   0.454688
Path Entropy(↓):  0.656437
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by wesley jonathan
Start Entity:     Wesley Jonathan
Gold Answer:      [['Preston A. Whitmore II', 'Malcolm D. Lee']]
Predicted Ans:    Preston A. Whitmore II
Predicted Path:   Wesley Jonathan --[(INV) starred_actors]--> Crossover --[directed_by]--> Preston A. Whitmore II
Path (Raw):       Wesley Jonathan --[No Operation]--> Wesley Jonathan --[(INV) starred_actors]--> Crossover --[directed_by]--> Preston A. Whitmore II
Neg LogProb(↓):   0.039490
Path Entropy(↓):  0.163857
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie l. a. without a map were released in which years
Start Entity:     L.A. Without a Map
Gold Answer:      [['2000', '1964', '2009', '1948', '2008', '1990', '1996', '2014', '1969', '2011', '2013']]
Predicted Ans:    1964
Predicted Path:   L.A. Without a Map --[starred_actors]--> David Tennant --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Path (Raw):       L.A. Without a Map --[starred_actors]--> David Tennant --[(INV) starred_actors]--> Hamlet --[release_year]--> 1964
Neg LogProb(↓):   0.714629
Path Entropy(↓):  1.613839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by lone star actors
Start Entity:     Lone Star
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Lone Star --[starred_actors]--> Chris Cooper --[(INV) starred_actors]--> The Bourne Identity --[in_language]--> German
Path (Raw):       Lone Star --[starred_actors]--> Chris Cooper --[(INV) starred_actors]--> The Bourne Identity --[in_language]--> German
Neg LogProb(↓):   0.000392
Path Entropy(↓):  0.003940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of film is the magic of belle isle
Start Entity:     The Magic of Belle Isle
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Magic of Belle Isle --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Path (Raw):       The Magic of Belle Isle --[has_genre]--> Drama --[(INV) has_genre]--> RKO 281 --[has_genre]--> Drama
Neg LogProb(↓):   3.327866
Path Entropy(↓):  4.496348
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share actors with that championship season fall under
Start Entity:     That Championship Season
Gold Answer:      [['Romance', 'Documentary', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   That Championship Season --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> The Way --[has_genre]--> Drama
Path (Raw):       That Championship Season --[starred_actors]--> Martin Sheen --[(INV) starred_actors]--> The Way --[has_genre]--> Drama
Neg LogProb(↓):   0.912651
Path Entropy(↓):  1.532770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with farewell to the king
Start Entity:     Farewell to the King
Gold Answer:      [['Apocalypse Now', 'Rough Riders', 'Magnum Force', 'Jeremiah Johnson', 'Red Dawn', 'The Life and Times of Judge Roy Bean', 'The Wind and the Lion', 'Extreme Prejudice', 'Conan the Barbarian', 'Dillinger', 'Big Wednesday']]
Predicted Ans:    The Life and Times of Judge Roy Bean
Predicted Path:   Farewell to the King --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean
Path (Raw):       Farewell to the King --[written_by]--> John Milius --[(INV) written_by]--> The Life and Times of Judge Roy Bean --[No Operation]--> The Life and Times of Judge Roy Bean
Neg LogProb(↓):   1.034738
Path Entropy(↓):  1.560688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor ron o'neal appeared in the same movie with who
Start Entity:     Ron O'Neal
Gold Answer:      [['Chuck Norris', 'Clu Gulager', "Jennifer O'Neill"]]
Predicted Ans:    Chuck Norris
Predicted Path:   Ron O'Neal --[(INV) starred_actors]--> A Force of One --[starred_actors]--> Chuck Norris
Path (Raw):       Ron O'Neal --[No Operation]--> Ron O'Neal --[(INV) starred_actors]--> A Force of One --[starred_actors]--> Chuck Norris
Neg LogProb(↓):   0.118779
Path Entropy(↓):  0.434834
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie look were in which genres
Start Entity:     Look
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Look --[written_by]--> Adam Rifkin --[(INV) written_by]--> Chillerama --[has_genre]--> Comedy
Path (Raw):       Look --[written_by]--> Adam Rifkin --[(INV) written_by]--> Chillerama --[has_genre]--> Comedy
Neg LogProb(↓):   0.125778
Path Entropy(↓):  0.476293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of a month in the country
Start Entity:     A Month in the Country
Gold Answer:      [['Meryl Streep', 'Joaquin Phoenix', 'Mary Elizabeth Mastrantonio', 'Kevin Kline', 'Billy Crudup', 'Harvey Keitel']]
Predicted Ans:    Meryl Streep
Predicted Path:   A Month in the Country --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa --[starred_actors]--> Meryl Streep
Path (Raw):       A Month in the Country --[directed_by]--> Pat O'Connor --[(INV) directed_by]--> Dancing at Lughnasa --[starred_actors]--> Meryl Streep
Neg LogProb(↓):   0.000401
Path Entropy(↓):  0.003746
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote scrooge
Start Entity:     Scrooge
Gold Answer:      [['1946', '1992', '1967', '1935', '1984', '1998', '2009', '1982', '1994', '1948', '1938', '2002', '2012', '1962', '1988', '2000', '1997', '2005', '1999', '1958']]
Predicted Ans:    2002
Predicted Path:   Scrooge --[written_by]--> Charles Dickens --[(INV) written_by]--> Nicholas Nickleby --[release_year]--> 2002
Path (Raw):       Scrooge --[written_by]--> Charles Dickens --[(INV) written_by]--> Nicholas Nickleby --[release_year]--> 2002
Neg LogProb(↓):   1.454935
Path Entropy(↓):  2.737448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the no highway in the sky director release
Start Entity:     No Highway in the Sky
Gold Answer:      [['1946', '1954', '1936', '1941', '1963', '1939', '1957', '2004', '1953', '1947', '1990', '1996', '1955', '1962', '1949', '1966', '1950', '1960', '1965', '1937', '1952']]
Predicted Ans:    1939
Predicted Path:   No Highway in the Sky --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Path (Raw):       No Highway in the Sky --[directed_by]--> Henry Koster --[(INV) directed_by]--> Three Smart Girls Grow Up --[release_year]--> 1939
Neg LogProb(↓):   1.116764
Path Entropy(↓):  2.471092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of mia kirshner acted films
Start Entity:     Mia Kirshner
Gold Answer:      [['Bernard Rose', 'Clarence Brown', 'Darren Lynn Bousman', 'Joe Wright']]
Predicted Ans:    Joe Wright
Predicted Path:   Mia Kirshner --[(INV) starred_actors]--> Anna Karenina --[directed_by]--> Joe Wright
Path (Raw):       Mia Kirshner --[No Operation]--> Mia Kirshner --[(INV) starred_actors]--> Anna Karenina --[directed_by]--> Joe Wright
Neg LogProb(↓):   0.241111
Path Entropy(↓):  0.802301
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by field of dreams actors release
Start Entity:     Field of Dreams
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1985', '1984', '2007', '1998', '2009', '2010', '2014', '1994', '1995', '2001', '1990', '1996', '2002', '2012', '2011', '1988', '2000', '1997', '1950', '2005', '1999', '1987']]
Predicted Ans:    1990
Predicted Path:   Field of Dreams --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Goodfellas --[release_year]--> 1990
Path (Raw):       Field of Dreams --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Goodfellas --[release_year]--> 1990
Neg LogProb(↓):   0.886948
Path Entropy(↓):  1.711734
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie saturday night fever were in which languages
Start Entity:     Saturday Night Fever
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Saturday Night Fever --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Mad City --[in_language]--> English
Path (Raw):       Saturday Night Fever --[starred_actors]--> John Travolta --[(INV) starred_actors]--> Mad City --[in_language]--> English
Neg LogProb(↓):   0.000529
Path Entropy(↓):  0.005092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie floundering
Start Entity:     Floundering
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Floundering --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Path (Raw):       Floundering --[release_year]--> 1994 --[(INV) release_year]--> Asterix Conquers America --[release_year]--> 1994
Neg LogProb(↓):   3.153922
Path Entropy(↓):  4.480746
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter chris roberts
Start Entity:     Chris Roberts
Gold Answer:      [['Matthew Lillard', 'Tchéky Karyo', 'Saffron Burrows']]
Predicted Ans:    Saffron Burrows
Predicted Path:   Chris Roberts --[(INV) written_by]--> Wing Commander --[starred_actors]--> Saffron Burrows
Path (Raw):       Chris Roberts --[No Operation]--> Chris Roberts --[(INV) written_by]--> Wing Commander --[starred_actors]--> Saffron Burrows
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000155
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the rare breed
Start Entity:     The Rare Breed
Gold Answer:      [['1966']]
Predicted Ans:    1966
Predicted Path:   The Rare Breed --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Path (Raw):       The Rare Breed --[release_year]--> 1966 --[(INV) release_year]--> Torn Curtain --[release_year]--> 1966
Neg LogProb(↓):   2.200968
Path Entropy(↓):  3.424749
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by henry morton robinson
Start Entity:     Henry Morton Robinson
Gold Answer:      [['Otto Preminger']]
Predicted Ans:    Otto Preminger
Predicted Path:   Henry Morton Robinson --[(INV) written_by]--> The Cardinal --[directed_by]--> Otto Preminger
Path (Raw):       Henry Morton Robinson --[No Operation]--> Henry Morton Robinson --[(INV) written_by]--> The Cardinal --[directed_by]--> Otto Preminger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by jon stephens release
Start Entity:     Jon Stephens
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Jon Stephens --[(INV) written_by]--> The Silver Brumby --[release_year]--> 1993
Path (Raw):       Jon Stephens --[No Operation]--> Jon Stephens --[(INV) written_by]--> The Silver Brumby --[release_year]--> 1993
Neg LogProb(↓):   0.000137
Path Entropy(↓):  0.001356
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film trial
Start Entity:     Trial
Gold Answer:      [['St. Clair McKelway', 'John H. Secondari', 'Paul Wellman', 'Delmer Daves', 'Donald Hamilton', 'Sloan Wilson', 'Horace McCoy', 'Claude Stanush', 'David Dortort', 'Jack Schaefer', 'Jessamyn West', 'Ernest K. Gann', 'Giulio Paradisi', 'Ovidio G. Assonitis', 'Harry Tugend', 'Arthur Wing Pinero', 'Thomas T. Flynn', 'Frank Burt', 'Tad Mosel', 'Thomas McCarthy', 'Sinclair Lewis', 'John Patrick', 'Barry Storm', 'Johann David Wyss', 'William Ludwig', 'Max Brand', 'Sydney Boehm', 'William P. McGivern', 'Marjorie Lawrence', 'Sonya Levien', 'Damon Runyon', 'Howard Estabrook', 'Edna Ferber', 'Hal Kanter', 'Gordon Gordon', 'Baynard Kendrick', 'William Tunberg', 'Prosper Mérimée', 'Fred Gipson', 'Tess Slesinger', 'Betty Smith', 'Philip Yordan', 'Pär Lagerkvist', 'Michael Wilson', 'Robert Riskin', 'William Brinkley', 'Mark Toby', 'Kate Douglas Wiggin', 'Robert Buckner', 'Richard Brooks', 'Frank Harris', 'Alf Sjöberg', 'Mildred Gordon', 'Donald S. Sanford']]
Predicted Ans:    Hal Kanter
Predicted Path:   Trial --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[written_by]--> Hal Kanter
Path (Raw):       Trial --[starred_actors]--> Glenn Ford --[(INV) starred_actors]--> Pocketful of Miracles --[written_by]--> Hal Kanter
Neg LogProb(↓):   1.175066
Path Entropy(↓):  2.272807
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of ted dekker written films
Start Entity:     Ted Dekker
Gold Answer:      [['Steve Miner', 'Robby Henson']]
Predicted Ans:    Steve Miner
Predicted Path:   Ted Dekker --[(INV) written_by]--> House --[directed_by]--> Steve Miner
Path (Raw):       Ted Dekker --[No Operation]--> Ted Dekker --[(INV) written_by]--> House --[directed_by]--> Steve Miner
Neg LogProb(↓):   0.479147
Path Entropy(↓):  0.664401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for noel
Start Entity:     Noel
Gold Answer:      [['Chazz Palminteri']]
Predicted Ans:    Chazz Palminteri
Predicted Path:   Noel --[directed_by]--> Chazz Palminteri --[(INV) directed_by]--> Noel --[directed_by]--> Chazz Palminteri
Path (Raw):       Noel --[directed_by]--> Chazz Palminteri --[(INV) directed_by]--> Noel --[directed_by]--> Chazz Palminteri
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by john o'hara
Start Entity:     John O'Hara
Gold Answer:      [['1960', '1958', '1942']]
Predicted Ans:    1958
Predicted Path:   John O'Hara --[(INV) written_by]--> Ten North Frederick --[release_year]--> 1958
Path (Raw):       John O'Hara --[No Operation]--> John O'Hara --[(INV) written_by]--> Ten North Frederick --[release_year]--> 1958
Neg LogProb(↓):   0.871608
Path Entropy(↓):  1.315829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by melissa rauch
Start Entity:     Melissa Rauch
Gold Answer:      [['Bryan Buckley']]
Predicted Ans:    Bryan Buckley
Predicted Path:   Melissa Rauch --[(INV) starred_actors]--> The Bronze --[directed_by]--> Bryan Buckley
Path (Raw):       Melissa Rauch --[No Operation]--> Melissa Rauch --[(INV) starred_actors]--> The Bronze --[directed_by]--> Bryan Buckley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie hollywoodland
Start Entity:     Hollywoodland
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1979', '1984', '2007', '1998', '2009', '1933', '1951', '2010', '2004', '1982', '2014', '1995', '1976', '2001', '1990', '1996', '2002', '2012', '2011', '2013', '1988', '2000', '1997', '1975', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2002
Predicted Path:   Hollywoodland --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> Dummy --[release_year]--> 2002
Path (Raw):       Hollywoodland --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> Dummy --[release_year]--> 2002
Neg LogProb(↓):   2.086976
Path Entropy(↓):  2.801621
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by the sundowners actors release
Start Entity:     The Sundowners
Gold Answer:      [['1970', '1946', '1954', '1959', '1985', '1979', '1984', '2007', '1968', '1963', '1957', '1951', '2004', '1982', '1973', '1953', '1947', '1956', '1976', '1948', '1972', '1989', '1996', '2002', '1981', '1961', '1955', '1962', '1988', '1978', '1964', '1949', '1997', '1975', '1966', '1950', '1960', '1952', '1991', '1999', '1937', '1969', '1928', '1958']]
Predicted Ans:    1955
Predicted Path:   The Sundowners --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Path (Raw):       The Sundowners --[starred_actors]--> Robert Mitchum --[(INV) starred_actors]--> Not as a Stranger --[release_year]--> 1955
Neg LogProb(↓):   1.938344
Path Entropy(↓):  3.122933
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by luke short released
Start Entity:     Luke Short
Gold Answer:      [['1951', '1948']]
Predicted Ans:    1948
Predicted Path:   Luke Short --[(INV) written_by]--> Blood on the Moon --[release_year]--> 1948
Path (Raw):       Luke Short --[No Operation]--> Luke Short --[(INV) written_by]--> Blood on the Moon --[release_year]--> 1948
Neg LogProb(↓):   0.062491
Path Entropy(↓):  0.256278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film who is killing the great chefs of europe?
Start Entity:     Who Is Killing the Great Chefs of Europe?
Gold Answer:      [['Christopher Munch', 'George Pollock', 'Paul Mazursky', 'Mike Nichols', 'Dean Parisot', 'John Huston', 'Ted Kotcheff', 'Michael Anderson', 'Bud Yorkin', 'Mark Rydell', 'Paul Bartel', 'François Truffaut', 'Zalman King', 'Carol Reed', 'Robert Altman', 'Michael Schultz', 'Irvin Kershner', 'Jack Smight', 'Jules Dassin', 'Bryan Forbes', 'Ivan Passer', 'Anthony Asquith', 'Herbert Ross', 'Maximilian Schell', 'Amy Heckerling', 'Richard Wilson', 'Baltasar Kormákur', 'Peter Yates', 'Roger Corman', 'Melvin Frank', 'John Guillermin', 'Carl Reiner', 'James Goldstone', 'Lou Lombardo', 'Harvey Hart', 'Mike Hodges', 'Ken Hughes', 'Barbra Streisand']]
Predicted Ans:    Mike Nichols
Predicted Path:   Who Is Killing the Great Chefs of Europe? --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[directed_by]--> Mike Nichols
Path (Raw):       Who Is Killing the Great Chefs of Europe? --[starred_actors]--> George Segal --[(INV) starred_actors]--> Who's Afraid of Virginia Woolf? --[directed_by]--> Mike Nichols
Neg LogProb(↓):   0.536325
Path Entropy(↓):  1.286989
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the valachi papers
Start Entity:     The Valachi Papers
Gold Answer:      [['Drama', 'Thriller', 'Action']]
Predicted Ans:    Action
Predicted Path:   The Valachi Papers --[directed_by]--> Terence Young --[(INV) directed_by]--> Thunderball --[has_genre]--> Action
Path (Raw):       The Valachi Papers --[directed_by]--> Terence Young --[(INV) directed_by]--> Thunderball --[has_genre]--> Action
Neg LogProb(↓):   0.957350
Path Entropy(↓):  1.065141
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie fast food nation
Start Entity:     Fast Food Nation
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fast Food Nation --[has_genre]--> Drama --[(INV) has_genre]--> Unfair Competition --[has_genre]--> Drama
Path (Raw):       Fast Food Nation --[has_genre]--> Drama --[(INV) has_genre]--> Unfair Competition --[has_genre]--> Drama
Neg LogProb(↓):   3.266663
Path Entropy(↓):  4.563183
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by yara shahidi
Start Entity:     Yara Shahidi
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Yara Shahidi --[(INV) starred_actors]--> Imagine That --[has_genre]--> Comedy
Path (Raw):       Yara Shahidi --[No Operation]--> Yara Shahidi --[(INV) starred_actors]--> Imagine That --[has_genre]--> Comedy
Neg LogProb(↓):   0.355096
Path Entropy(↓):  0.609924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by bryan forbes
Start Entity:     Bryan Forbes
Gold Answer:      [['Richard Attenborough', 'James Fox', 'Rod Steiger', 'Elliott Gould', 'George Segal', 'Roger Livesey', 'Michael Craig', 'Tom Courtenay', 'Geraldine Chaplin', 'Glenda Jackson', 'Jack Hawkins', 'Walter Matthau', 'Leslie Caron', 'Roger Moore', 'Ned Beatty', 'Sam Waterston', 'Nigel Patrick']]
Predicted Ans:    Roger Moore
Predicted Path:   Bryan Forbes --[(INV) written_by]--> The Naked Face --[starred_actors]--> Roger Moore
Path (Raw):       Bryan Forbes --[No Operation]--> Bryan Forbes --[(INV) written_by]--> The Naked Face --[starred_actors]--> Roger Moore
Neg LogProb(↓):   0.259908
Path Entropy(↓):  0.616053
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was mark rosman the director for
Start Entity:     Mark Rosman
Gold Answer:      [['The House on Sorority Row', 'A Cinderella Story', 'The Perfect Man', 'Evolver']]
Predicted Ans:    The Perfect Man
Predicted Path:   Mark Rosman --[(INV) directed_by]--> Evolver --[directed_by]--> Mark Rosman --[(INV) directed_by]--> The Perfect Man
Path (Raw):       Mark Rosman --[(INV) directed_by]--> Evolver --[directed_by]--> Mark Rosman --[(INV) directed_by]--> The Perfect Man
Neg LogProb(↓):   1.066235
Path Entropy(↓):  1.970442
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film sansa were released in which years
Start Entity:     Sansa
Gold Answer:      [['2006', '1967', '2010', '1944']]
Predicted Ans:    1944
Predicted Path:   Sansa --[starred_actors]--> Roschdy Zem --[(INV) starred_actors]--> Days of Glory --[release_year]--> 1944
Path (Raw):       Sansa --[starred_actors]--> Roschdy Zem --[(INV) starred_actors]--> Days of Glory --[release_year]--> 1944
Neg LogProb(↓):   0.347638
Path Entropy(↓):  0.901395
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by emily wallis release
Start Entity:     Emily Wallis
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Emily Wallis --[(INV) written_by]--> Powder Room --[release_year]--> 2013
Path (Raw):       Emily Wallis --[No Operation]--> Emily Wallis --[(INV) written_by]--> Powder Room --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film close - up was directed by who
Start Entity:     Close-Up
Gold Answer:      [['Abbas Kiarostami']]
Predicted Ans:    Abbas Kiarostami
Predicted Path:   Close-Up --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Homework --[directed_by]--> Abbas Kiarostami
Path (Raw):       Close-Up --[directed_by]--> Abbas Kiarostami --[(INV) directed_by]--> Homework --[directed_by]--> Abbas Kiarostami
Neg LogProb(↓):   0.673572
Path Entropy(↓):  1.100812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the movie julia and julia in
Start Entity:     Julia and Julia
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Julia and Julia --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Path (Raw):       Julia and Julia --[in_language]--> Italian --[(INV) in_language]--> Werewolf Woman --[in_language]--> Italian
Neg LogProb(↓):   1.715560
Path Entropy(↓):  2.962339
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote the sapphires
Start Entity:     The Sapphires
Gold Answer:      [['Tony Briggs', 'Keith Thompson']]
Predicted Ans:    Keith Thompson
Predicted Path:   The Sapphires --[written_by]--> Keith Thompson --[(INV) written_by]--> The Sapphires --[written_by]--> Keith Thompson
Path (Raw):       The Sapphires --[written_by]--> Keith Thompson --[(INV) written_by]--> The Sapphires --[written_by]--> Keith Thompson
Neg LogProb(↓):   0.003141
Path Entropy(↓):  0.023286
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of evil dead ii
Start Entity:     Evil Dead II
Gold Answer:      [['Keanu Reeves', 'Alison Lohman', 'Louise Lasser', 'Kenny Morrison', 'Lorna Raver', 'Giovanni Ribisi', 'Kirsten Dunst', 'Bill Paxton', 'Paul L. Smith', 'Kate Capshaw', 'Brion James', 'Billy Bob Thornton', 'Embeth Davidtz', 'Frances McDormand', 'Willem Dafoe', 'Tom Conti', 'Thomas Haden Church', 'Katie Holmes', 'Sam Elliott', 'Liam Neeson', 'Colin Friels', 'Cate Blanchett', 'Rachel Weisz', 'Kevin Costner', 'Leonardo DiCaprio', 'Larry Drake', 'Gene Hackman', 'Sharon Stone', 'Bridget Fonda', 'Russell Crowe', 'James Franco', 'Michelle Williams', 'Mila Kunis', 'Kelly Preston', 'Bruce Campbell', 'Ellen Sandweiss', 'Betsy Baker', 'Tobey Maguire', 'Justin Long']]
Predicted Ans:    Bruce Campbell
Predicted Path:   Evil Dead II --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Within the Woods --[starred_actors]--> Bruce Campbell
Path (Raw):       Evil Dead II --[directed_by]--> Sam Raimi --[(INV) directed_by]--> Within the Woods --[starred_actors]--> Bruce Campbell
Neg LogProb(↓):   0.797428
Path Entropy(↓):  1.247557
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed labyrinth
Start Entity:     Labyrinth
Gold Answer:      [['Jim Henson', 'Frank Oz']]
Predicted Ans:    Frank Oz
Predicted Path:   Labyrinth --[directed_by]--> Jim Henson --[(INV) directed_by]--> The Dark Crystal --[starred_actors]--> Frank Oz
Path (Raw):       Labyrinth --[directed_by]--> Jim Henson --[(INV) directed_by]--> The Dark Crystal --[starred_actors]--> Frank Oz
Neg LogProb(↓):   0.010234
Path Entropy(↓):  0.057864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of growth also wrote which films
Start Entity:     Growth
Gold Answer:      [['Breathing Room']]
Predicted Ans:    Breathing Room
Predicted Path:   Growth --[written_by]--> Gabriel Cowan --[(INV) written_by]--> Breathing Room
Path (Raw):       Growth --[written_by]--> Gabriel Cowan --[(INV) written_by]--> Breathing Room --[No Operation]--> Breathing Room
Neg LogProb(↓):   0.006386
Path Entropy(↓):  0.038573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Rob weiss was the director of which movies
Start Entity:     Rob Weiss
Gold Answer:      [['Amongst Friends']]
Predicted Ans:    Amongst Friends
Predicted Path:   Rob Weiss --[(INV) directed_by]--> Amongst Friends --[directed_by]--> Rob Weiss --[(INV) directed_by]--> Amongst Friends
Path (Raw):       Rob Weiss --[(INV) directed_by]--> Amongst Friends --[directed_by]--> Rob Weiss --[(INV) directed_by]--> Amongst Friends
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by hoyt axton
Start Entity:     Hoyt Axton
Gold Answer:      [['Thriller', 'Horror', 'Comedy', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Hoyt Axton --[(INV) starred_actors]--> Buried Alive --[has_genre]--> Horror
Path (Raw):       Hoyt Axton --[No Operation]--> Hoyt Axton --[(INV) starred_actors]--> Buried Alive --[has_genre]--> Horror
Neg LogProb(↓):   0.357230
Path Entropy(↓):  0.611206
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the film libeled lady released
Start Entity:     Libeled Lady
Gold Answer:      [['1936']]
Predicted Ans:    1936
Predicted Path:   Libeled Lady --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Path (Raw):       Libeled Lady --[release_year]--> 1936 --[(INV) release_year]--> Stowaway --[release_year]--> 1936
Neg LogProb(↓):   2.165461
Path Entropy(↓):  3.144117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film red salute
Start Entity:     Red Salute
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Red Salute --[written_by]--> Humphrey Pearson --[(INV) written_by]--> Ruggles of Red Gap --[release_year]--> 1935
Path (Raw):       Red Salute --[written_by]--> Humphrey Pearson --[(INV) written_by]--> Ruggles of Red Gap --[release_year]--> 1935
Neg LogProb(↓):   0.013790
Path Entropy(↓):  0.072494
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie the beaver trilogy
Start Entity:     The Beaver Trilogy
Gold Answer:      [['Art Linson', 'Jessie Nelson', 'Will Beall', 'Umberto Contarello', 'Joseph Anthony', 'Trent Harris', 'Michael Crichton', 'Menahem Golan', 'Dustin Lance Black', 'Paolo Sorrentino', 'Robert Bentley', 'Tony Kenrick', 'Thomas Vinterberg', 'James Jones', 'Robert Lindsey', 'Sean Penn', 'Brian Helgeland', 'Aki Kaurismäki', 'Dennis McIntyre', 'Niels Mueller', 'Don MacPherson', 'Ranald MacDougall', 'Dennis Lehane', 'James Russo', 'David Rabe', 'Daniel Lang', 'David Koepp', 'Jonathan Parker', 'John Cassavetes', 'Robert Rossen', 'Darryl Ponicsan', 'Jim Jarmusch', 'Steven Zaillian', 'Edwin Torres', 'John Kohn', 'Shane Acker', 'Pamela Pettler', 'William Dear', 'Robert Zemeckis', 'Cameron Crowe', 'Bob Gale', 'S.K. Lauren', 'Devery Freeman', 'James Lineberger', 'Fyodor Dostoevsky', 'Neal Jimenez', 'Pete Travis', 'Robert Penn Warren', 'Guillermo Arriaga', 'Terrence Malick', 'Tim Robbins', 'Kristine Johnson', 'Albert Husson', 'Robert Mark Kamen', 'David Grovic', 'Paul Conway', 'Helen Prejean', 'Herman Melville', 'John Ridley']]
Predicted Ans:    Terrence Malick
Predicted Path:   The Beaver Trilogy --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Path (Raw):       The Beaver Trilogy --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[written_by]--> Terrence Malick
Neg LogProb(↓):   0.175040
Path Entropy(↓):  0.507332
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie joan of arc
Start Entity:     Joan of Arc
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Joan of Arc --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       Joan of Arc --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   1.625149
Path Entropy(↓):  2.707503
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by aleksandr gordon were released in which years
Start Entity:     Aleksandr Gordon
Gold Answer:      [['1946', '1964', '1956']]
Predicted Ans:    1964
Predicted Path:   Aleksandr Gordon --[(INV) directed_by]--> The Killers --[release_year]--> 1964
Path (Raw):       Aleksandr Gordon --[No Operation]--> Aleksandr Gordon --[(INV) directed_by]--> The Killers --[release_year]--> 1964
Neg LogProb(↓):   0.418885
Path Entropy(↓):  0.858370
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the movie nicholas nickleby released
Start Entity:     Nicholas Nickleby
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Nicholas Nickleby --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Path (Raw):       Nicholas Nickleby --[release_year]--> 2002 --[(INV) release_year]--> Thunderpants --[release_year]--> 2002
Neg LogProb(↓):   3.882129
Path Entropy(↓):  4.881940
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of lili
Start Entity:     Lili
Gold Answer:      [['Sam Wood', 'Ronald Neame', 'J. Lee Thompson', 'Daniel Mann', 'Victor Saville', 'Andrew Marton', 'Wolfgang Petersen', 'Mitchell Leisen', 'Clarence Brown', 'Irwin Allen', 'Charles Walters', 'Alexander Hall', 'Robert Stevenson', 'Don Chaffey', 'Compton Bennett']]
Predicted Ans:    Mitchell Leisen
Predicted Path:   Lili --[written_by]--> Helen Deutsch --[(INV) written_by]--> Golden Earrings --[directed_by]--> Mitchell Leisen
Path (Raw):       Lili --[written_by]--> Helen Deutsch --[(INV) written_by]--> Golden Earrings --[directed_by]--> Mitchell Leisen
Neg LogProb(↓):   1.024382
Path Entropy(↓):  1.827193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by pretty in pink writers
Start Entity:     Pretty in Pink
Gold Answer:      [['Family', 'Drama', 'Fantasy', 'Comedy', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Pretty in Pink --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Path (Raw):       Pretty in Pink --[written_by]--> John Hughes --[(INV) written_by]--> Sixteen Candles --[has_genre]--> Comedy
Neg LogProb(↓):   0.148956
Path Entropy(↓):  0.499408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of cyd charisse starred movies
Start Entity:     Cyd Charisse
Gold Answer:      [['Abe Burrows', 'Leueen MacGrath', 'John D. Klorer', 'Irwin Shaw', 'Adolph Green', 'Betty Comden', 'George S. Kaufman', 'Melchior Lengyel', 'Alan Jay Lerner', 'Allen Rivkin', 'Daisy von Scherler Mayer']]
Predicted Ans:    Daisy von Scherler Mayer
Predicted Path:   Cyd Charisse --[(INV) starred_actors]--> Party Girl --[written_by]--> Daisy von Scherler Mayer
Path (Raw):       Cyd Charisse --[No Operation]--> Cyd Charisse --[(INV) starred_actors]--> Party Girl --[written_by]--> Daisy von Scherler Mayer
Neg LogProb(↓):   1.091878
Path Entropy(↓):  1.495760
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie fixed bayonets!, when was it released
Start Entity:     Fixed Bayonets!
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Fixed Bayonets! --[release_year]--> 1951 --[(INV) release_year]--> The Tall Target --[release_year]--> 1951
Path (Raw):       Fixed Bayonets! --[release_year]--> 1951 --[(INV) release_year]--> The Tall Target --[release_year]--> 1951
Neg LogProb(↓):   2.483330
Path Entropy(↓):  3.692947
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of rio
Start Entity:     Rio
Gold Answer:      [['Carlos Saldanha']]
Predicted Ans:    Carlos Saldanha
Predicted Path:   Rio --[written_by]--> Carlos Saldanha --[(INV) written_by]--> Rio --[directed_by]--> Carlos Saldanha
Path (Raw):       Rio --[written_by]--> Carlos Saldanha --[(INV) written_by]--> Rio --[directed_by]--> Carlos Saldanha
Neg LogProb(↓):   0.000019
Path Entropy(↓):  0.000230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of capturing mary
Start Entity:     Capturing Mary
Gold Answer:      [['Stephen Poliakoff']]
Predicted Ans:    Stephen Poliakoff
Predicted Path:   Capturing Mary --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Path (Raw):       Capturing Mary --[directed_by]--> Stephen Poliakoff --[(INV) directed_by]--> Close My Eyes --[written_by]--> Stephen Poliakoff
Neg LogProb(↓):   0.521513
Path Entropy(↓):  1.270129
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of valeria bruni tedeschi starred movies
Start Entity:     Valeria Bruni Tedeschi
Gold Answer:      [['2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Valeria Bruni Tedeschi --[(INV) starred_actors]--> Human Capital --[release_year]--> 2013
Path (Raw):       Valeria Bruni Tedeschi --[No Operation]--> Valeria Bruni Tedeschi --[(INV) starred_actors]--> Human Capital --[release_year]--> 2013
Neg LogProb(↓):   0.234586
Path Entropy(↓):  0.514276
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What sort of film is xanadu
Start Entity:     Xanadu
Gold Answer:      [['Fantasy', 'Musical']]
Predicted Ans:    Fantasy
Predicted Path:   Xanadu --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Path (Raw):       Xanadu --[has_genre]--> Fantasy --[(INV) has_genre]--> Joey --[has_genre]--> Fantasy
Neg LogProb(↓):   1.200800
Path Entropy(↓):  1.915734
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by ryo ishibashi were directed by who
Start Entity:     Ryo Ishibashi
Gold Answer:      [['Takashi Miike']]
Predicted Ans:    Viggo Mortensen
Predicted Path:   Ryo Ishibashi --[(INV) starred_actors]--> American Yakuza --[starred_actors]--> Viggo Mortensen
Path (Raw):       Ryo Ishibashi --[No Operation]--> Ryo Ishibashi --[(INV) starred_actors]--> American Yakuza --[starred_actors]--> Viggo Mortensen
Neg LogProb(↓):   0.093564
Path Entropy(↓):  0.324071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies whose director also directed mildred pierce
Start Entity:     Mildred Pierce
Gold Answer:      [['Bing Crosby', 'Joan Caulfield', 'Elvis Presley', 'Joan Bennett', 'Cary Grant', 'Trevor Howard', 'George Brent', 'Bette Davis', 'Joe Morton', 'Patricia Neal', 'Lauren Bacall', 'Walter Connolly', 'James Cagney', 'Edward G. Robinson', 'Walter Matthau', 'Brenda Marshall', 'Ruth Chatterton', 'Stuart Whitman', 'Miriam Hopkins', 'Ronald Reagan', 'Fay Wray', 'Ida Lupino', "Pat O'Brien", 'Stefania Sandrelli', 'Nehemiah Persoff', 'Robert De Niro', 'Claude Rains', 'William Holden', 'Sean Penn', 'Wayne Morris', 'William Frawley', 'Rex Ingram', 'Tony Randall', 'Eddie Hodges', 'Archie Moore', 'Walter Huston', 'Danny Kaye', 'Rosemary Clooney', 'Sydney Greenstreet', 'Lee Tracy', 'Alexander Knox', 'Alexis Smith', "George O'Brien", 'Michael Wilding', 'Allen Payne', 'Ina Balin', 'Richard Whorf', 'Karen Morley', 'Jeffrey Lynn', 'Paul Henreid', 'William Gargan', 'George Murphy', 'Doris Day', 'Audrey Totter', 'Glenda Farrell', 'Frank McHugh', 'Zachary Scott', 'Olivia de Havilland', 'Errol Flynn', 'Donald Crisp', 'Joan Crawford', 'John Wayne', 'Philip Dorn', 'Kirk Douglas', 'Lionel Atwill', 'Edmund Gwenn', 'Paul Muni', 'Humphrey Bogart', 'Dennis Morgan', 'Mickey Rooney', 'Ginny Simms', 'Aldo Ray', 'Sophia Loren', 'Basil Rathbone', 'Randolph Scott', 'Hoagy Carmichael', 'Eddie Griffin', 'Monty Woolley', 'Raymond Massey', 'Ann Sheridan', 'Demi Moore', 'Alan Hale', 'Peter Ustinov', 'Ingrid Bergman', 'Joan Leslie', 'William Powell', 'David Brian', 'Dolores Costello', 'Carolyn Jones', 'Michèle Morgan', 'John Garfield', 'Boris Karloff', 'Jean Simmons', 'Spencer Tracy']]
Predicted Ans:    Joan Crawford
Predicted Path:   Mildred Pierce --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Path (Raw):       Mildred Pierce --[directed_by]--> Michael Curtiz --[(INV) directed_by]--> Mildred Pierce --[starred_actors]--> Joan Crawford
Neg LogProb(↓):   0.723615
Path Entropy(↓):  1.627867
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did shaquille o'neal act in
Start Entity:     Shaquille O'Neal
Gold Answer:      [['Steel', 'Kazaam']]
Predicted Ans:    Steel
Predicted Path:   Shaquille O'Neal --[(INV) starred_actors]--> Steel --[starred_actors]--> Shaquille O'Neal --[(INV) starred_actors]--> Steel
Path (Raw):       Shaquille O'Neal --[(INV) starred_actors]--> Steel --[starred_actors]--> Shaquille O'Neal --[(INV) starred_actors]--> Steel
Neg LogProb(↓):   0.075681
Path Entropy(↓):  0.312806
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of movie is silver bears
Start Entity:     Silver Bears
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Silver Bears --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Silver Bears --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.138072
Path Entropy(↓):  4.341450
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by abdulah sidran
Start Entity:     Abdulah Sidran
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business --[has_genre]--> Drama
Path (Raw):       Abdulah Sidran --[No Operation]--> Abdulah Sidran --[(INV) written_by]--> When Father Was Away on Business --[has_genre]--> Drama
Neg LogProb(↓):   0.000538
Path Entropy(↓):  0.004589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed in darkness
Start Entity:     In Darkness
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[in_language]--> German
Path (Raw):       In Darkness --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[in_language]--> German
Neg LogProb(↓):   0.046704
Path Entropy(↓):  0.185736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of thomas bezucha written films
Start Entity:     Thomas Bezucha
Gold Answer:      [['Ernst Lubitsch']]
Predicted Ans:    Ernst Lubitsch
Predicted Path:   Thomas Bezucha --[(INV) directed_by]--> Monte Carlo --[directed_by]--> Ernst Lubitsch
Path (Raw):       Thomas Bezucha --[No Operation]--> Thomas Bezucha --[(INV) directed_by]--> Monte Carlo --[directed_by]--> Ernst Lubitsch
Neg LogProb(↓):   0.012590
Path Entropy(↓):  0.081336
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of black book
Start Entity:     Black Book
Gold Answer:      [['Turkish Delight', 'RoboCop', 'Showgirls', 'Spetters', 'Total Recall', 'Soldier of Orange', 'Starship Troopers', 'Basic Instinct', 'Hollow Man']]
Predicted Ans:    Soldier of Orange
Predicted Path:   Black Book --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange
Path (Raw):       Black Book --[directed_by]--> Paul Verhoeven --[(INV) directed_by]--> Soldier of Orange --[No Operation]--> Soldier of Orange
Neg LogProb(↓):   0.759188
Path Entropy(↓):  1.119361
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter myron brinig co - wrote films with who
Start Entity:     Myron Brinig
Gold Answer:      [['Milton Krims']]
Predicted Ans:    Myron Brinig
Predicted Path:   Myron Brinig --[(INV) written_by]--> The Sisters --[written_by]--> Myron Brinig
Path (Raw):       Myron Brinig --[No Operation]--> Myron Brinig --[(INV) written_by]--> The Sisters --[written_by]--> Myron Brinig
Neg LogProb(↓):   0.004271
Path Entropy(↓):  0.027521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which film did richard matheson write
Start Entity:     Richard Matheson
Gold Answer:      [['The Legend of Hell House', 'The Omega Man', 'The Incredible Shrinking Woman', 'Cold Sweat', 'Loose Cannons', 'Duel', 'The Box', 'Trilogy of Terror', 'I Am Legend', 'The Raven', 'The Night Stalker', 'The Night Strangler', 'House of Usher', 'The Devil Rides Out', 'The Last Man on Earth', "Bram Stoker's Dracula", 'Somewhere in Time', 'Stir of Echoes', 'The Incredible Shrinking Man', 'What Dreams May Come', 'Real Steel']]
Predicted Ans:    Trilogy of Terror
Predicted Path:   Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror
Path (Raw):       Richard Matheson --[(INV) written_by]--> Trilogy of Terror --[written_by]--> Richard Matheson --[(INV) written_by]--> Trilogy of Terror
Neg LogProb(↓):   0.719183
Path Entropy(↓):  2.202684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film clue
Start Entity:     Clue
Gold Answer:      [['Elizabeth Hunter', 'Saladin K. Patterson', 'Dale Launer', 'Jonathan Lynn', 'Lucinda Coxon', 'Lowell Ganz', 'Babaloo Mandel', 'Andy Breckman']]
Predicted Ans:    Andy Breckman
Predicted Path:   Clue --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> Sgt. Bilko --[written_by]--> Andy Breckman
Path (Raw):       Clue --[directed_by]--> Jonathan Lynn --[(INV) directed_by]--> Sgt. Bilko --[written_by]--> Andy Breckman
Neg LogProb(↓):   0.715076
Path Entropy(↓):  1.179355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by sarah douglas were released in which years
Start Entity:     Sarah Douglas
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing --[release_year]--> 1989
Path (Raw):       Sarah Douglas --[No Operation]--> Sarah Douglas --[(INV) starred_actors]--> The Return of Swamp Thing --[release_year]--> 1989
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by tovah feldshuh released
Start Entity:     Tovah Feldshuh
Gold Answer:      [['2001', '1980']]
Predicted Ans:    1980
Predicted Path:   Tovah Feldshuh --[(INV) starred_actors]--> The Idolmaker --[release_year]--> 1980
Path (Raw):       Tovah Feldshuh --[No Operation]--> Tovah Feldshuh --[(INV) starred_actors]--> The Idolmaker --[release_year]--> 1980
Neg LogProb(↓):   0.000244
Path Entropy(↓):  0.002272
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was zouzou released
Start Entity:     Zouzou
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   Zouzou --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Path (Raw):       Zouzou --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Neg LogProb(↓):   1.490852
Path Entropy(↓):  2.461695
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the ghost and mr. chicken
Start Entity:     The Ghost and Mr. Chicken
Gold Answer:      [['1968', '1980', '1978', '1964', '1967', '1979', '1969']]
Predicted Ans:    1980
Predicted Path:   The Ghost and Mr. Chicken --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Path (Raw):       The Ghost and Mr. Chicken --[starred_actors]--> Don Knotts --[(INV) starred_actors]--> The Private Eyes --[release_year]--> 1980
Neg LogProb(↓):   0.024453
Path Entropy(↓):  0.154530
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by robert moore fall under
Start Entity:     Robert Moore
Gold Answer:      [['Drama', 'Mystery', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Robert Moore --[(INV) directed_by]--> Murder by Death --[has_genre]--> Comedy
Path (Raw):       Robert Moore --[No Operation]--> Robert Moore --[(INV) directed_by]--> Murder by Death --[has_genre]--> Comedy
Neg LogProb(↓):   0.418896
Path Entropy(↓):  0.782743
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor norah baring appeared in the same movie with who
Start Entity:     Norah Baring
Gold Answer:      [['Herbert Marshall', 'Edward Chapman']]
Predicted Ans:    Herbert Marshall
Predicted Path:   Norah Baring --[(INV) starred_actors]--> Murder! --[starred_actors]--> Herbert Marshall
Path (Raw):       Norah Baring --[No Operation]--> Norah Baring --[(INV) starred_actors]--> Murder! --[starred_actors]--> Herbert Marshall
Neg LogProb(↓):   0.000046
Path Entropy(↓):  0.000521
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of breakfast on pluto also starred in which movies
Start Entity:     Breakfast on Pluto
Gold Answer:      [['On the Edge', 'The Wind That Shakes the Barley', 'Red Eye', 'Sunshine', 'Retreat', "Perrier's Bounty", 'Red Lights', 'Watching the Detectives', 'Disco Pigs', 'Aloft', 'Transcendence']]
Predicted Ans:    The Wind That Shakes the Barley
Predicted Path:   Breakfast on Pluto --[starred_actors]--> Cillian Murphy --[(INV) starred_actors]--> The Wind That Shakes the Barley
Path (Raw):       Breakfast on Pluto --[starred_actors]--> Cillian Murphy --[No Operation]--> Cillian Murphy --[(INV) starred_actors]--> The Wind That Shakes the Barley
Neg LogProb(↓):   0.326228
Path Entropy(↓):  0.773160
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie did paul hernandez write
Start Entity:     Paul Hernandez
Gold Answer:      [['Sky High']]
Predicted Ans:    Sky High
Predicted Path:   Paul Hernandez --[(INV) written_by]--> Sky High --[written_by]--> Robert Schooley --[(INV) written_by]--> Sky High
Path (Raw):       Paul Hernandez --[(INV) written_by]--> Sky High --[written_by]--> Robert Schooley --[(INV) written_by]--> Sky High
Neg LogProb(↓):   0.089482
Path Entropy(↓):  0.292230
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie operator 13
Start Entity:     Operator 13
Gold Answer:      [['1946', '1954', '1944', '1959', '1936', '1985', '1935', '1941', '1939', '1933', '2009', '1957', '1951', '2010', '1947', '1932', '1956', '1931', '1943', '1942', '1940', '1938', '1926', '1961', '1955', '1934', '1964', '1949', '1950', '1952', '1999', '1945', '1928', '1958', '1930']]
Predicted Ans:    1957
Predicted Path:   Operator 13 --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[release_year]--> 1957
Path (Raw):       Operator 13 --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[release_year]--> 1957
Neg LogProb(↓):   1.249006
Path Entropy(↓):  2.720504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by yvonne mitchell
Start Entity:     Yvonne Mitchell
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Yvonne Mitchell --[(INV) starred_actors]--> Sapphire --[in_language]--> English
Path (Raw):       Yvonne Mitchell --[No Operation]--> Yvonne Mitchell --[(INV) starred_actors]--> Sapphire --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of jeremie renier acted films
Start Entity:     Jérémie Renier
Gold Answer:      [['Bertrand Bonello']]
Predicted Ans:    Bertrand Bonello
Predicted Path:   Jérémie Renier --[(INV) starred_actors]--> Saint Laurent --[written_by]--> Bertrand Bonello
Path (Raw):       Jérémie Renier --[No Operation]--> Jérémie Renier --[(INV) starred_actors]--> Saint Laurent --[written_by]--> Bertrand Bonello
Neg LogProb(↓):   0.007162
Path Entropy(↓):  0.045662
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of casino
Start Entity:     Casino
Gold Answer:      [['Lionel Atwill', 'Joe Pesci', 'Michelle Pfeiffer', 'Elias Koteas', 'Winona Ryder', 'Martin Scorsese', 'Irene Dunne', 'Ray Liotta', 'Harvey Keitel', 'Robert De Niro', 'Elia Kazan', 'John Boles']]
Predicted Ans:    Joe Pesci
Predicted Path:   Casino --[written_by]--> Martin Scorsese --[(INV) written_by]--> Goodfellas --[starred_actors]--> Joe Pesci
Path (Raw):       Casino --[written_by]--> Martin Scorsese --[(INV) written_by]--> Goodfellas --[starred_actors]--> Joe Pesci
Neg LogProb(↓):   0.721758
Path Entropy(↓):  1.226284
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the great mcginty were directed by who
Start Entity:     The Great McGinty
Gold Answer:      [['Rouben Mamoulian', 'William Wyler', 'Frank Lloyd', 'Mitchell Leisen', 'Howard Zieff', 'Preston Sturges']]
Predicted Ans:    Preston Sturges
Predicted Path:   The Great McGinty --[written_by]--> Preston Sturges --[(INV) written_by]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Path (Raw):       The Great McGinty --[written_by]--> Preston Sturges --[(INV) written_by]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Neg LogProb(↓):   0.155148
Path Entropy(↓):  0.677050
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film shy people
Start Entity:     Shy People
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   Shy People --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       Shy People --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   3.018192
Path Entropy(↓):  4.582977
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by deewaar actors
Start Entity:     Deewaar
Gold Answer:      [['Sujoy Ghosh', 'Aditya Chopra', 'Amol Palekar', 'Vijayadan Detha', 'Farhan Akhtar', 'Vipul Amrutlal Shah', 'Sanjay Leela Bhansali', 'John Masters', 'R. Balki', 'Karan Johar']]
Predicted Ans:    Karan Johar
Predicted Path:   Deewaar --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Kabhi Khushi Kabhie Gham... --[written_by]--> Karan Johar
Path (Raw):       Deewaar --[starred_actors]--> Amitabh Bachchan --[(INV) starred_actors]--> Kabhi Khushi Kabhie Gham... --[written_by]--> Karan Johar
Neg LogProb(↓):   0.016478
Path Entropy(↓):  0.104799
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie get to know your rabbit were in which genres
Start Entity:     Get to Know Your Rabbit
Gold Answer:      [['Drama', 'War', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Mystery
Predicted Path:   Get to Know Your Rabbit --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Path (Raw):       Get to Know Your Rabbit --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Femme Fatale --[has_genre]--> Mystery
Neg LogProb(↓):   0.292700
Path Entropy(↓):  1.115222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by tom holland release
Start Entity:     Tom Holland
Gold Answer:      [['1988', '1993', '1996', '1985', '1987', '2011']]
Predicted Ans:    1988
Predicted Path:   Tom Holland --[(INV) directed_by]--> Child's Play --[release_year]--> 1988
Path (Raw):       Tom Holland --[No Operation]--> Tom Holland --[(INV) directed_by]--> Child's Play --[release_year]--> 1988
Neg LogProb(↓):   0.162064
Path Entropy(↓):  0.567005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was flyboys directed by
Start Entity:     Flyboys
Gold Answer:      [['Tony Bill']]
Predicted Ans:    Tony Bill
Predicted Path:   Flyboys --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[directed_by]--> Tony Bill
Path (Raw):       Flyboys --[directed_by]--> Tony Bill --[(INV) directed_by]--> My Bodyguard --[directed_by]--> Tony Bill
Neg LogProb(↓):   0.626212
Path Entropy(↓):  1.010415
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did john lasseter direct
Start Entity:     John Lasseter
Gold Answer:      [['Cars', 'Cars 2', 'Toy Story 2', 'Toy Story', "A Bug's Life"]]
Predicted Ans:    Toy Story 3
Predicted Path:   John Lasseter --[(INV) written_by]--> Toy Story 3 --[written_by]--> Michael Arndt --[(INV) written_by]--> Toy Story 3
Path (Raw):       John Lasseter --[(INV) written_by]--> Toy Story 3 --[written_by]--> Michael Arndt --[(INV) written_by]--> Toy Story 3
Neg LogProb(↓):   2.014209
Path Entropy(↓):  1.279053
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person directed the movies written by marie brenner
Start Entity:     Marie Brenner
Gold Answer:      [['Michael Mann']]
Predicted Ans:    Michael Mann
Predicted Path:   Marie Brenner --[(INV) written_by]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Marie Brenner --[No Operation]--> Marie Brenner --[(INV) written_by]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director for shriek if you know what i did last friday the thirteenth
Start Entity:     Shriek If You Know What I Did Last Friday the Thirteenth
Gold Answer:      [['John Blanchard']]
Predicted Ans:    John Blanchard
Predicted Path:   Shriek If You Know What I Did Last Friday the Thirteenth --[directed_by]--> John Blanchard --[(INV) directed_by]--> Shriek If You Know What I Did Last Friday the Thirteenth --[directed_by]--> John Blanchard
Path (Raw):       Shriek If You Know What I Did Last Friday the Thirteenth --[directed_by]--> John Blanchard --[(INV) directed_by]--> Shriek If You Know What I Did Last Friday the Thirteenth --[directed_by]--> John Blanchard
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of irene kane starred movies
Start Entity:     Irene Kane
Gold Answer:      [['1955']]
Predicted Ans:    1955
Predicted Path:   Irene Kane --[(INV) starred_actors]--> Killer's Kiss --[release_year]--> 1955
Path (Raw):       Irene Kane --[No Operation]--> Irene Kane --[(INV) starred_actors]--> Killer's Kiss --[release_year]--> 1955
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films directed by niall maccormick fall under
Start Entity:     Niall MacCormick
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Niall MacCormick --[(INV) directed_by]--> Albatross --[has_genre]--> Drama
Path (Raw):       Niall MacCormick --[No Operation]--> Niall MacCormick --[(INV) directed_by]--> Albatross --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor karlos drinkwater starred together with who
Start Entity:     Karlos Drinkwater
Gold Answer:      [['Matthew Sunderland', 'Gina Varela', 'Craig Hall']]
Predicted Ans:    Karlos Drinkwater
Predicted Path:   Karlos Drinkwater --[(INV) starred_actors]--> The Devil's Rock --[starred_actors]--> Karlos Drinkwater
Path (Raw):       Karlos Drinkwater --[No Operation]--> Karlos Drinkwater --[(INV) starred_actors]--> The Devil's Rock --[starred_actors]--> Karlos Drinkwater
Neg LogProb(↓):   0.114955
Path Entropy(↓):  0.393350
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred in the movies directed by james c. e. burke
Start Entity:     James C.E. Burke
Gold Answer:      [['Joshua Jackson']]
Predicted Ans:    Joshua Jackson
Predicted Path:   James C.E. Burke --[(INV) directed_by]--> Aurora Borealis --[starred_actors]--> Joshua Jackson
Path (Raw):       James C.E. Burke --[No Operation]--> James C.E. Burke --[(INV) directed_by]--> Aurora Borealis --[starred_actors]--> Joshua Jackson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in see the sea
Start Entity:     See the Sea
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   See the Sea --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Path (Raw):       See the Sea --[in_language]--> French --[(INV) in_language]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   2.311240
Path Entropy(↓):  3.118350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film curious george
Start Entity:     Curious George
Gold Answer:      [['1998', '2009', '2008', '2003', '2005', '2010', '1999', '1945', '2015', '2012', '2007']]
Predicted Ans:    2008
Predicted Path:   Curious George --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[release_year]--> 2008
Path (Raw):       Curious George --[starred_actors]--> Will Ferrell --[(INV) starred_actors]--> Step Brothers --[release_year]--> 2008
Neg LogProb(↓):   0.546393
Path Entropy(↓):  1.131690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote hard boiled
Start Entity:     Hard Boiled
Gold Answer:      [['Leslie Cheung', 'Waise Lee', 'Simon Yam', 'Damian Lau', 'Danny Lee', 'Sally Yeh', 'Cherie Chung', 'Jacky Cheung', 'Takeshi Kaneshiro']]
Predicted Ans:    Leslie Cheung
Predicted Path:   Hard Boiled --[written_by]--> John Woo --[(INV) written_by]--> A Better Tomorrow --[starred_actors]--> Leslie Cheung
Path (Raw):       Hard Boiled --[written_by]--> John Woo --[(INV) written_by]--> A Better Tomorrow --[starred_actors]--> Leslie Cheung
Neg LogProb(↓):   0.003867
Path Entropy(↓):  0.028674
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by alyssa milano were directed by who
Start Entity:     Alyssa Milano
Gold Answer:      [['Daryn Tufts', 'Jimmy Zeilinger']]
Predicted Ans:    Jimmy Zeilinger
Predicted Path:   Alyssa Milano --[(INV) starred_actors]--> Little Sister --[directed_by]--> Jimmy Zeilinger
Path (Raw):       Alyssa Milano --[No Operation]--> Alyssa Milano --[(INV) starred_actors]--> Little Sister --[directed_by]--> Jimmy Zeilinger
Neg LogProb(↓):   0.001749
Path Entropy(↓):  0.013786
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in knockin'on heaven's door
Start Entity:     Knockin' on Heaven's Door
Gold Answer:      [['1998', '2009', '2008', '2010', '2004', '2006', '2012', '2013']]
Predicted Ans:    1998
Predicted Path:   Knockin' on Heaven's Door --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[release_year]--> 1998
Path (Raw):       Knockin' on Heaven's Door --[starred_actors]--> Moritz Bleibtreu --[(INV) starred_actors]--> Run Lola Run --[release_year]--> 1998
Neg LogProb(↓):   1.221590
Path Entropy(↓):  2.330043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of corey yuen written films
Start Entity:     Corey Yuen
Gold Answer:      [['1986']]
Predicted Ans:    1986
Predicted Path:   Corey Yuen --[(INV) written_by]--> No Retreat, No Surrender --[release_year]--> 1986
Path (Raw):       Corey Yuen --[No Operation]--> Corey Yuen --[(INV) written_by]--> No Retreat, No Surrender --[release_year]--> 1986
Neg LogProb(↓):   0.045863
Path Entropy(↓):  0.186165
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film colombiana
Start Entity:     Colombiana
Gold Answer:      [['Tina Gordon Chism', 'James Gunn', 'Gerardo Vera', 'John Fusco', 'Hal Hartley', 'Gene Roddenberry', 'James Cameron', 'Nicole Perlman', 'Andy Diggle', 'Roberto Orci', 'Damon Lindelof', 'Alex Kurtzman', 'Shonda Rhimes', 'Jerry LaMothe', 'Shawn Schepps']]
Predicted Ans:    Gerardo Vera
Predicted Path:   Colombiana --[starred_actors]--> Jordi Mollà --[(INV) starred_actors]--> Second Skin --[written_by]--> Gerardo Vera
Path (Raw):       Colombiana --[starred_actors]--> Jordi Mollà --[(INV) starred_actors]--> Second Skin --[written_by]--> Gerardo Vera
Neg LogProb(↓):   0.990335
Path Entropy(↓):  0.699796
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of orca
Start Entity:     Orca
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Orca --[directed_by]--> Michael Anderson --[(INV) directed_by]--> Operation Crossbow --[in_language]--> German
Path (Raw):       Orca --[directed_by]--> Michael Anderson --[(INV) directed_by]--> Operation Crossbow --[in_language]--> German
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of the night the lights went out in georgia
Start Entity:     The Night the Lights Went Out in Georgia
Gold Answer:      [['1980', '2003', '1993']]
Predicted Ans:    1993
Predicted Path:   The Night the Lights Went Out in Georgia --[directed_by]--> Ronald F. Maxwell --[(INV) directed_by]--> Gettysburg --[release_year]--> 1993
Path (Raw):       The Night the Lights Went Out in Georgia --[directed_by]--> Ronald F. Maxwell --[(INV) directed_by]--> Gettysburg --[release_year]--> 1993
Neg LogProb(↓):   0.167793
Path Entropy(↓):  0.556860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote of time and the city
Start Entity:     Of Time and the City
Gold Answer:      [['1995', '1988', '2000', '1992', '2011']]
Predicted Ans:    1995
Predicted Path:   Of Time and the City --[written_by]--> Terence Davies --[(INV) written_by]--> The Neon Bible --[release_year]--> 1995
Path (Raw):       Of Time and the City --[written_by]--> Terence Davies --[(INV) written_by]--> The Neon Bible --[release_year]--> 1995
Neg LogProb(↓):   0.554526
Path Entropy(↓):  1.016901
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does omari hardwick appear in
Start Entity:     Omari Hardwick
Gold Answer:      [['Middle of Nowhere']]
Predicted Ans:    Middle of Nowhere
Predicted Path:   Omari Hardwick --[(INV) starred_actors]--> Middle of Nowhere --[starred_actors]--> Emayatzy Corinealdi --[(INV) starred_actors]--> Middle of Nowhere
Path (Raw):       Omari Hardwick --[(INV) starred_actors]--> Middle of Nowhere --[starred_actors]--> Emayatzy Corinealdi --[(INV) starred_actors]--> Middle of Nowhere
Neg LogProb(↓):   0.410548
Path Entropy(↓):  0.638832
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter bob balaban co - wrote movies with who
Start Entity:     Bob Balaban
Gold Answer:      [['Julian Fellowes', 'Robert Altman']]
Predicted Ans:    Julian Fellowes
Predicted Path:   Bob Balaban --[(INV) written_by]--> Gosford Park --[written_by]--> Julian Fellowes
Path (Raw):       Bob Balaban --[No Operation]--> Bob Balaban --[(INV) written_by]--> Gosford Park --[written_by]--> Julian Fellowes
Neg LogProb(↓):   0.470838
Path Entropy(↓):  0.670621
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director andrew marton co - directed films with who
Start Entity:     Andrew Marton
Gold Answer:      [['J. Lee Thompson', 'Darryl F. Zanuck', 'Ken Annakin', 'Bernhard Wicki', 'Robert Stevenson', 'Compton Bennett']]
Predicted Ans:    Robert Stevenson
Predicted Path:   Andrew Marton --[(INV) directed_by]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Path (Raw):       Andrew Marton --[No Operation]--> Andrew Marton --[(INV) directed_by]--> King Solomon's Mines --[directed_by]--> Robert Stevenson
Neg LogProb(↓):   0.136113
Path Entropy(↓):  0.483693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the hamlet goes business director
Start Entity:     Hamlet Goes Business
Gold Answer:      [['Aki Kaurismäki', 'Joseph Anthony', 'Menahem Golan', 'Juhani Aho', 'Fyodor Dostoevsky', 'Henri Murger', 'S.K. Lauren']]
Predicted Ans:    Aki Kaurismäki
Predicted Path:   Hamlet Goes Business --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[written_by]--> Aki Kaurismäki
Path (Raw):       Hamlet Goes Business --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Crime and Punishment --[written_by]--> Aki Kaurismäki
Neg LogProb(↓):   0.563210
Path Entropy(↓):  1.440035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor kathryn beaumont is a co - star of who
Start Entity:     Kathryn Beaumont
Gold Answer:      [['Ben Kingsley', 'Christopher Lloyd', 'Jeremy Sumpter', 'Ed Wynn', 'Whoopi Goldberg', 'Johnny Depp', 'Bill Thompson', 'Gary Cooper', 'Lynn Redgrave', 'Natalie Gregory', 'Anne Hathaway', 'Jason Isaacs', 'Mia Wasikowska', 'Helena Bonham Carter']]
Predicted Ans:    Ben Kingsley
Predicted Path:   Kathryn Beaumont --[(INV) starred_actors]--> Alice in Wonderland --[starred_actors]--> Ben Kingsley
Path (Raw):       Kathryn Beaumont --[No Operation]--> Kathryn Beaumont --[(INV) starred_actors]--> Alice in Wonderland --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.401148
Path Entropy(↓):  1.082506
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the when nietzsche wept director
Start Entity:     When Nietzsche Wept
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   When Nietzsche Wept --[directed_by]--> Pinchas Perry --[(INV) directed_by]--> When Nietzsche Wept --[has_genre]--> Drama
Path (Raw):       When Nietzsche Wept --[directed_by]--> Pinchas Perry --[(INV) directed_by]--> When Nietzsche Wept --[has_genre]--> Drama
Neg LogProb(↓):   0.202502
Path Entropy(↓):  0.476390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by brenda marshall
Start Entity:     Brenda Marshall
Gold Answer:      [['Drama', 'War', 'Romance']]
Predicted Ans:    War
Predicted Path:   Brenda Marshall --[(INV) starred_actors]--> Background to Danger --[has_genre]--> War
Path (Raw):       Brenda Marshall --[No Operation]--> Brenda Marshall --[(INV) starred_actors]--> Background to Danger --[has_genre]--> War
Neg LogProb(↓):   0.373506
Path Entropy(↓):  0.708882
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film clockwise
Start Entity:     Clockwise
Gold Answer:      [['Terry Jones', 'Fred Schepisi', 'Robert Young', 'Terry Gilliam', 'Charles Crichton', 'Gavin Grazer', 'Jorge Blanco', 'Don Hall', 'John Cleese', 'Mike Binder']]
Predicted Ans:    Charles Crichton
Predicted Path:   Clockwise --[starred_actors]--> John Cleese --[(INV) starred_actors]--> A Fish Called Wanda --[directed_by]--> Charles Crichton
Path (Raw):       Clockwise --[starred_actors]--> John Cleese --[(INV) starred_actors]--> A Fish Called Wanda --[directed_by]--> Charles Crichton
Neg LogProb(↓):   0.628356
Path Entropy(↓):  0.744293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by ivan raimi
Start Entity:     Ivan Raimi
Gold Answer:      [['James Franco', 'Eileen Davidson', 'Thomas Haden Church', 'Kirsten Dunst', 'Tobey Maguire']]
Predicted Ans:    James Franco
Predicted Path:   Ivan Raimi --[(INV) written_by]--> Spider-Man 3 --[starred_actors]--> James Franco
Path (Raw):       Ivan Raimi --[No Operation]--> Ivan Raimi --[(INV) written_by]--> Spider-Man 3 --[starred_actors]--> James Franco
Neg LogProb(↓):   0.000106
Path Entropy(↓):  0.001214
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in wives and lovers
Start Entity:     Wives and Lovers
Gold Answer:      [['Herman Wouk', 'Helen Deutsch', 'Richard Murphy', 'Irving Brecher', 'Rafael Sabatini', 'Richard Conlin', 'William Wister Haines', 'William R. Laidlaw', 'Miklós László', 'Richard Quine', 'Blake Edwards', 'Richard Condon', 'Robert Pirosh', 'Ivan Tors', 'George Froeschel', 'F. Scott Fitzgerald', 'Melville Shavelson', 'William P. McGivern', 'Nigel Balchin', 'Michael Stewart', 'Ted W. Lawson', 'George Axelrod', 'John McGreevey', 'John Carpenter', 'Frank Telford', 'Whit Masterson', 'Neil Jordan', 'Harold Jack Bloom', 'Sam Rolfe', 'Alan Jay Lerner', 'Joseph Stefano', 'Debra Hill', 'Mort Lachman', 'Dalton Trumbo', 'Philip MacDonald', 'David Boehm', 'Frederick Hazlitt Brennan', 'Chandler Sprague', 'Charles Templeton', 'Robert L. Richards', 'Graham Greene', 'Robert Bloch', 'Jules Furthman', 'John D. Weaver', 'Richard Brooks', 'Collier Young', 'Orson Welles', 'Ronald Millar', 'Julius J. Epstein', 'Philip G. Epstein', 'Norman Krasna', 'Jerome Chodorov', 'Ruth McKenney', 'Edison Marshall']]
Predicted Ans:    Blake Edwards
Predicted Path:   Wives and Lovers --[starred_actors]--> Janet Leigh --[(INV) starred_actors]--> My Sister Eileen --[written_by]--> Blake Edwards
Path (Raw):       Wives and Lovers --[starred_actors]--> Janet Leigh --[(INV) starred_actors]--> My Sister Eileen --[written_by]--> Blake Edwards
Neg LogProb(↓):   1.646198
Path Entropy(↓):  2.859155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed boom!
Start Entity:     Boom!
Gold Answer:      [['Fritz Lang', 'Evan Jones', 'Tom Stoppard', 'George Tabori', 'Marco Denevi', 'Henrik Ibsen', 'Glenn Leopold', 'Neal Barbera', 'Robert Shaw', 'Jim Holdaway', "Peter O'Donnell", 'Nicholas Mosley', 'Stanley Ellin', 'Thomas Wiseman', 'Joseph Losey', 'Barry England', 'Dalton Trumbo', 'Hugo Butler', 'Thea von Harbou', 'James Hadley Chase', 'Robin Maugham', 'Harold Pinter']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Boom! --[directed_by]--> Joseph Losey --[(INV) directed_by]--> The Prowler --[written_by]--> Dalton Trumbo
Path (Raw):       Boom! --[directed_by]--> Joseph Losey --[(INV) directed_by]--> The Prowler --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   0.698805
Path Entropy(↓):  1.241596
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film derailed
Start Entity:     Derailed
Gold Answer:      [['Michel Papet', 'Jez Butterworth', 'Christopher Hampton', 'Jacques Maillot', 'Linda Woolverton', 'Franco Ferrini', 'Alfonso Cuarón', 'Christophe Gans', 'Guillaume Canet', 'Romain Gavras', 'Gilles Mimouni', 'Kim Chapiron', 'Christian Chapiron', 'James Gray', 'David Lynch', 'Melissa Painter', 'Billy Wilder', 'David Franzoni', 'Robert Ludlum', 'Michele Soavi', 'Joe Ahearne', 'Heitor Dhalia', 'John Kerr', 'Tonino Benacquista', 'Amanda Gusack', 'Dominik Moll', 'Matthew Lewis', 'Steve Niles', 'Christopher Smith', 'Dario Argento', 'Jean Cocteau', 'Jacques Audiard', 'Stephen Poliakoff', 'Ted Koland', 'Michael Davis', 'Tony Gilroy', 'John Hodge', 'Roger Allers', 'Hal Hartley', 'Simon Carr', 'Stéphane Cabel', 'Patrick Marber', 'Julian Gilbey', 'Will Gilbey', 'Ranulph Fiennes', 'Russell Gewirtz', 'Andy Bellin', 'Robert Festinger']]
Predicted Ans:    Heitor Dhalia
Predicted Path:   Derailed --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[written_by]--> Heitor Dhalia
Path (Raw):       Derailed --[starred_actors]--> Vincent Cassel --[(INV) starred_actors]--> Adrift --[written_by]--> Heitor Dhalia
Neg LogProb(↓):   0.192321
Path Entropy(↓):  0.666616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of leap of faith
Start Entity:     Leap of Faith
Gold Answer:      [['1996', '1990', '1984']]
Predicted Ans:    1996
Predicted Path:   Leap of Faith --[directed_by]--> Richard Pearce --[(INV) directed_by]--> A Family Thing --[release_year]--> 1996
Path (Raw):       Leap of Faith --[directed_by]--> Richard Pearce --[(INV) directed_by]--> A Family Thing --[release_year]--> 1996
Neg LogProb(↓):   0.162274
Path Entropy(↓):  0.566618
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of the vanishing american
Start Entity:     The Vanishing American
Gold Answer:      [['Andy Hardy Meets Debutante', 'The Last of the Mohicans', 'Love Finds Andy Hardy']]
Predicted Ans:    The Last of the Mohicans
Predicted Path:   The Vanishing American --[directed_by]--> George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans
Path (Raw):       The Vanishing American --[No Operation]--> The Vanishing American --[directed_by]--> George B. Seitz --[(INV) directed_by]--> The Last of the Mohicans
Neg LogProb(↓):   0.426490
Path Entropy(↓):  0.650864
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of what lies beneath
Start Entity:     What Lies Beneath
Gold Answer:      [['Sally Field', 'Bruce Willis', 'David Morse', 'Lea Thompson', 'Denzel Washington', 'Frank McRae', 'Tim Curry', 'Anthony Hopkins', 'Susan Kendall Newman', 'Eddie Deezen', 'Nona Gaye', 'Goldie Hawn', 'Richard E. Grant', 'Kurt Russell', 'Jack Warden', 'Jim Carrey', 'Michael Douglas', 'Charles Fleischer', 'Kathleen Turner', 'Meryl Streep', 'Christopher Lloyd', 'Thomas F. Wilson', 'Whoopi Goldberg', 'Isabella Rossellini', 'Patrick Stewart', 'Danny DeVito', 'Michael York', 'Joanna Cassidy', 'Mary Steenburgen', 'George C. Scott', 'Michael J. Fox', 'Crispin Glover', 'Reginald Owen', 'Tom Hanks', 'Gerrit Graham', 'Bob Hoskins', 'Jodie Foster', 'Robin Wright', 'Nancy Allen']]
Predicted Ans:    Tom Hanks
Predicted Path:   What Lies Beneath --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Forrest Gump --[starred_actors]--> Tom Hanks
Path (Raw):       What Lies Beneath --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Forrest Gump --[starred_actors]--> Tom Hanks
Neg LogProb(↓):   0.941292
Path Entropy(↓):  1.519415
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did matthias glasner write
Start Entity:     Matthias Glasner
Gold Answer:      [['The Free Will']]
Predicted Ans:    The Free Will
Predicted Path:   Matthias Glasner --[(INV) written_by]--> The Free Will --[written_by]--> Matthias Glasner --[(INV) written_by]--> The Free Will
Path (Raw):       Matthias Glasner --[(INV) written_by]--> The Free Will --[written_by]--> Matthias Glasner --[(INV) written_by]--> The Free Will
Neg LogProb(↓):   0.004943
Path Entropy(↓):  0.031116
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film the entitled
Start Entity:     The Entitled
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   The Entitled --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       The Entitled --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   3.595397
Path Entropy(↓):  4.828578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the bitter tears of petra von kant
Start Entity:     The Bitter Tears of Petra von Kant
Gold Answer:      [['Rainer Werner Fassbinder', 'Daniel F. Galouye', 'Michael Fengler', 'Jean Genet', 'Theodor Fontane', 'Jacques Demy', 'Lale Andersen', 'Vladimir Nabokov', 'Cornell Woolrich']]
Predicted Ans:    Rainer Werner Fassbinder
Predicted Path:   The Bitter Tears of Petra von Kant --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore --[written_by]--> Rainer Werner Fassbinder
Path (Raw):       The Bitter Tears of Petra von Kant --[directed_by]--> Rainer Werner Fassbinder --[(INV) directed_by]--> Beware of a Holy Whore --[written_by]--> Rainer Werner Fassbinder
Neg LogProb(↓):   0.835365
Path Entropy(↓):  1.844656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by alan rickman
Start Entity:     Alan Rickman
Gold Answer:      [['Emma Thompson', 'Phyllida Law']]
Predicted Ans:    Phyllida Law
Predicted Path:   Alan Rickman --[(INV) written_by]--> The Winter Guest --[starred_actors]--> Phyllida Law
Path (Raw):       Alan Rickman --[No Operation]--> Alan Rickman --[(INV) written_by]--> The Winter Guest --[starred_actors]--> Phyllida Law
Neg LogProb(↓):   0.600344
Path Entropy(↓):  0.730590
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in blue smoke
Start Entity:     Blue Smoke
Gold Answer:      [['Family', 'Sport', 'Drama', 'Animation', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Blue Smoke --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[has_genre]--> Comedy
Path (Raw):       Blue Smoke --[starred_actors]--> Alicia Witt --[(INV) starred_actors]--> I Do --[has_genre]--> Comedy
Neg LogProb(↓):   0.359194
Path Entropy(↓):  0.740594
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in peggy sue got married
Start Entity:     Peggy Sue Got Married
Gold Answer:      [['Jeff Kanew', 'Michael Lessac', 'Ken Russell', 'Sally Field', 'John Leekley', 'John Waters', 'Sofia Coppola', 'Carl Reiner', 'Danny DeVito', 'Herbert Ross', "Dean O'Flaherty", 'John Huston', 'Philippe Mora', 'Bob Clark', 'Robert Zemeckis', 'Lawrence Kasdan', 'Lewis Teague']]
Predicted Ans:    Herbert Ross
Predicted Path:   Peggy Sue Got Married --[starred_actors]--> Kathleen Turner --[(INV) starred_actors]--> Undercover Blues --[directed_by]--> Herbert Ross
Path (Raw):       Peggy Sue Got Married --[starred_actors]--> Kathleen Turner --[(INV) starred_actors]--> Undercover Blues --[directed_by]--> Herbert Ross
Neg LogProb(↓):   0.425396
Path Entropy(↓):  1.062330
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie goodbye lover were in which languages
Start Entity:     Goodbye Lover
Gold Answer:      [['English', 'German']]
Predicted Ans:    German
Predicted Path:   Goodbye Lover --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[in_language]--> German
Path (Raw):       Goodbye Lover --[directed_by]--> Roland Joffé --[(INV) directed_by]--> The Scarlet Letter --[in_language]--> German
Neg LogProb(↓):   0.348477
Path Entropy(↓):  0.606496
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by penny fuller
Start Entity:     Penny Fuller
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Penny Fuller --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Path (Raw):       Penny Fuller --[No Operation]--> Penny Fuller --[(INV) starred_actors]--> The Elephant Man --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies directed by dudley nichols starred who
Start Entity:     Dudley Nichols
Gold Answer:      [['Raymond Massey', 'Michael Redgrave', 'Philip Merivale', 'Katina Paxinou', 'Alexander Knox', 'Rosalind Russell']]
Predicted Ans:    Rosalind Russell
Predicted Path:   Dudley Nichols --[(INV) directed_by]--> Sister Kenny --[starred_actors]--> Rosalind Russell
Path (Raw):       Dudley Nichols --[No Operation]--> Dudley Nichols --[(INV) directed_by]--> Sister Kenny --[starred_actors]--> Rosalind Russell
Neg LogProb(↓):   0.034945
Path Entropy(↓):  0.152354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie drive
Start Entity:     Drive
Gold Answer:      [['2009', '2008', '2003', '1996', '1999', '2012', '2013']]
Predicted Ans:    2013
Predicted Path:   Drive --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[release_year]--> 2013
Path (Raw):       Drive --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Only God Forgives --[release_year]--> 2013
Neg LogProb(↓):   0.058920
Path Entropy(↓):  0.297926
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by clear and present danger actors release
Start Entity:     Clear and Present Danger
Gold Answer:      [['1954', '2008', '2003', '1992', '1993', '2006', '1985', '1979', '1998', '2009', '2010', '1982', '1947', '2014', '1995', '1990', '1989', '1981', '2013', '1988', '1978', '1997', '1991', '1999', '1986']]
Predicted Ans:    1995
Predicted Path:   Clear and Present Danger --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Path (Raw):       Clear and Present Danger --[starred_actors]--> Harrison Ford --[(INV) starred_actors]--> Sabrina --[release_year]--> 1995
Neg LogProb(↓):   1.378650
Path Entropy(↓):  2.301200
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film anything goes were released in which years
Start Entity:     Anything Goes
Gold Answer:      [['1946', '1954', '1944', '1936', '1941', '1974', '1933', '1957', '1951', '1953', '1947', '1956', '1948', '1942', '1940', '1981', '1962', '1934', '1964', '1950', '1960', '1945', '1937', '1952', '1958']]
Predicted Ans:    1945
Predicted Path:   Anything Goes --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Path (Raw):       Anything Goes --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Bells of St. Mary's --[release_year]--> 1945
Neg LogProb(↓):   0.649505
Path Entropy(↓):  1.185320
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the great outdoors were released in which years
Start Entity:     The Great Outdoors
Gold Answer:      [['1995', '2000', '2008', '1992', '2004', '1987', '1986']]
Predicted Ans:    1986
Predicted Path:   The Great Outdoors --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Pretty in Pink --[release_year]--> 1986
Path (Raw):       The Great Outdoors --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Pretty in Pink --[release_year]--> 1986
Neg LogProb(↓):   0.101822
Path Entropy(↓):  0.370744
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed love in the afternoon
Start Entity:     Love in the Afternoon
Gold Answer:      [['Barbara Benedek', 'Alexandre Breffort', 'Richard L. Breen', 'Edward Childs Carpenter', 'Gilles Mimouni', 'Ernest Lehman', 'Billy Wilder', 'Charles Brackett', 'Edwin Blum', 'Charles Lederer', 'Charles R. Jackson', 'Anna Bonacci', 'I.A.L. Diamond', 'George Axelrod', 'Harry Kurnitz', 'Agatha Christie', 'Wendell Mayes', 'Samuel A. Taylor', 'Ferenc Molnár', 'James M. Cain', 'Francis Veber', 'Ben Hecht', 'Raymond Chandler', 'Charles MacArthur', 'Bartlett Cormack', 'Robert Harari', 'David Shaw', 'David Rayfiel', 'Edmund Trzcinski', 'Donald Bevan']]
Predicted Ans:    Billy Wilder
Predicted Path:   Love in the Afternoon --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Buddy Buddy --[written_by]--> Billy Wilder
Path (Raw):       Love in the Afternoon --[directed_by]--> Billy Wilder --[(INV) directed_by]--> Buddy Buddy --[written_by]--> Billy Wilder
Neg LogProb(↓):   1.983502
Path Entropy(↓):  2.495484
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director for the deluge
Start Entity:     The Deluge
Gold Answer:      [['Jerzy Hoffman']]
Predicted Ans:    Jerzy Hoffman
Predicted Path:   The Deluge --[directed_by]--> Jerzy Hoffman --[(INV) directed_by]--> The Deluge --[directed_by]--> Jerzy Hoffman
Path (Raw):       The Deluge --[directed_by]--> Jerzy Hoffman --[(INV) directed_by]--> The Deluge --[directed_by]--> Jerzy Hoffman
Neg LogProb(↓):   0.017557
Path Entropy(↓):  0.087756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same actor of wrongfully accused
Start Entity:     Wrongfully Accused
Gold Answer:      [['The Sheepman', 'Mr. Magoo', 'Creepshow', 'Spy Hard', 'Camouflage', "The Creature Wasn't Nice", 'Superhero Movie', 'Harvey', 'Forbidden Planet', 'Rent-a-Kid', 'Tammy and the Bachelor', 'Prom Night', 'Repossessed', 'Santa Who?']]
Predicted Ans:    Creepshow
Predicted Path:   Wrongfully Accused --[starred_actors]--> Leslie Nielsen --[(INV) starred_actors]--> Creepshow
Path (Raw):       Wrongfully Accused --[starred_actors]--> Leslie Nielsen --[No Operation]--> Leslie Nielsen --[(INV) starred_actors]--> Creepshow
Neg LogProb(↓):   0.054805
Path Entropy(↓):  0.282825
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of garth belcon written films
Start Entity:     Garth Belcon
Gold Answer:      [['Marc Levin']]
Predicted Ans:    Marc Levin
Predicted Path:   Garth Belcon --[(INV) written_by]--> Whiteboyz --[directed_by]--> Marc Levin
Path (Raw):       Garth Belcon --[No Operation]--> Garth Belcon --[(INV) written_by]--> Whiteboyz --[directed_by]--> Marc Levin
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by kevin conway
Start Entity:     Kevin Conway
Gold Answer:      [['Steve Lawson', 'Bernard Pomerance', 'Don Truckey', 'David Cruise', 'Phil Savath', 'David Lynch', 'Ursula K. Le Guin', 'Christopher De Vore', 'Eric Bergren', 'Ashley Montagu', 'Frederick Treves']]
Predicted Ans:    Eric Bergren
Predicted Path:   Kevin Conway --[(INV) starred_actors]--> The Elephant Man --[written_by]--> Eric Bergren
Path (Raw):       Kevin Conway --[No Operation]--> Kevin Conway --[(INV) starred_actors]--> The Elephant Man --[written_by]--> Eric Bergren
Neg LogProb(↓):   0.703473
Path Entropy(↓):  1.324118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the bourne supremacy
Start Entity:     The Bourne Supremacy
Gold Answer:      [['Matt Damon', 'Brian Cox', 'Julia Stiles']]
Predicted Ans:    Brian Cox
Predicted Path:   The Bourne Supremacy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> Shoot on Sight --[starred_actors]--> Brian Cox
Path (Raw):       The Bourne Supremacy --[starred_actors]--> Brian Cox --[(INV) starred_actors]--> Shoot on Sight --[starred_actors]--> Brian Cox
Neg LogProb(↓):   0.517124
Path Entropy(↓):  0.760684
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by the director of don't look back
Start Entity:     Don't Look Back
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Don't Look Back --[directed_by]--> Marina de Van --[(INV) directed_by]--> Don't Look Back --[in_language]--> French
Path (Raw):       Don't Look Back --[directed_by]--> Marina de Van --[(INV) directed_by]--> Don't Look Back --[in_language]--> French
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000096
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by raymond walburn
Start Entity:     Raymond Walburn
Gold Answer:      [['Preston Sturges']]
Predicted Ans:    Preston Sturges
Predicted Path:   Raymond Walburn --[(INV) starred_actors]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Path (Raw):       Raymond Walburn --[No Operation]--> Raymond Walburn --[(INV) starred_actors]--> Hail the Conquering Hero --[directed_by]--> Preston Sturges
Neg LogProb(↓):   0.001206
Path Entropy(↓):  0.009315
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by colors actors
Start Entity:     Colors
Gold Answer:      [['Philip Kaufman', 'James Foley', 'John Schlesinger', 'Jessie Nelson', 'Clint Eastwood', 'Trent Harris', 'Lasse Hallström', 'Roland Joffé', 'Bruce Beresford', 'Aleksi Mäkelä', 'Paolo Sorrentino', 'Thomas Vinterberg', 'Tony Scott', 'Rick Rosenthal', 'Ron Howard', 'Robert Altman', 'Billy Bob Thornton', 'Richard Benjamin', 'Barry Levinson', 'Mimi Leder', 'Oliver Stone', 'Jon Turteltaub', 'Phil Joanou', 'Michael Bay', 'Matt Russell', 'Niels Mueller', 'Ruben Fleischer', 'George Lucas', 'Michael Corrente', 'Harold Becker', 'Michael Curtiz', 'Randa Haines', 'Gus Van Sant', 'Emilio Aragón', 'Wim Wenders', 'Robert Rossen', 'Pierre Morel', 'Joel Schumacher', 'Francis Ford Coppola', 'Victor Sjöström', 'Martha Coolidge', 'Neil Jordan', 'Steven Zaillian', 'Herbert Ross', 'Michael Winner', 'Robert Duvall', 'Kevin Costner', 'Alejandro González Iñárritu', 'Aaron Schneider', 'Amy Heckerling', 'Ulu Grosbard', 'Richard Pearce', 'John Sturges', 'David Dobkin', 'John Flynn', 'Sidney Lumet', 'Sydney Pollack', 'David Fincher', 'Seth Gordon', 'Terrence Malick', 'Tim Robbins', 'Sam Peckinpah', 'Lewis John Carlino', 'Nick Cassavetes', 'Brian De Palma', 'Tim McCanlies']]
Predicted Ans:    Terrence Malick
Predicted Path:   Colors --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Path (Raw):       Colors --[starred_actors]--> Sean Penn --[(INV) starred_actors]--> The Tree of Life --[directed_by]--> Terrence Malick
Neg LogProb(↓):   0.832358
Path Entropy(↓):  1.557629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the film station west released
Start Entity:     Station West
Gold Answer:      [['1948']]
Predicted Ans:    1948
Predicted Path:   Station West --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Path (Raw):       Station West --[release_year]--> 1948 --[(INV) release_year]--> The Snake Pit --[release_year]--> 1948
Neg LogProb(↓):   2.075858
Path Entropy(↓):  3.112249
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by dwight frye
Start Entity:     Dwight Frye
Gold Answer:      [['1943']]
Predicted Ans:    1943
Predicted Path:   Dwight Frye --[(INV) starred_actors]--> Dead Men Walk --[release_year]--> 1943
Path (Raw):       Dwight Frye --[No Operation]--> Dwight Frye --[(INV) starred_actors]--> Dead Men Walk --[release_year]--> 1943
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was the film the taking of pelham one two three released
Start Entity:     The Taking of Pelham One Two Three
Gold Answer:      [['1974']]
Predicted Ans:    1974
Predicted Path:   The Taking of Pelham One Two Three --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Path (Raw):       The Taking of Pelham One Two Three --[release_year]--> 1974 --[(INV) release_year]--> Space Is the Place --[release_year]--> 1974
Neg LogProb(↓):   2.713530
Path Entropy(↓):  4.011202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in madame de la fayette written films
Start Entity:     Madame de La Fayette
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Madame de La Fayette --[(INV) written_by]--> The Princess of Montpensier --[in_language]--> French
Path (Raw):       Madame de La Fayette --[No Operation]--> Madame de La Fayette --[(INV) written_by]--> The Princess of Montpensier --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by maryland
Start Entity:     maryland
Gold Answer:      [['Darkon', 'Hairspray']]
Predicted Ans:    Darkon
Predicted Path:   maryland --[(INV) has_tags]--> Darkon --[has_tags]--> baltimore --[(INV) has_tags]--> Darkon
Path (Raw):       maryland --[(INV) has_tags]--> Darkon --[has_tags]--> baltimore --[(INV) has_tags]--> Darkon
Neg LogProb(↓):   0.026170
Path Entropy(↓):  0.137902
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the little shop of horrors were in which genres
Start Entity:     The Little Shop of Horrors
Gold Answer:      [['Sport', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Little Shop of Horrors --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Tomb of Ligeia --[has_genre]--> Horror
Path (Raw):       The Little Shop of Horrors --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Tomb of Ligeia --[has_genre]--> Horror
Neg LogProb(↓):   1.500520
Path Entropy(↓):  2.178923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the blue lagoon
Start Entity:     The Blue Lagoon
Gold Answer:      [['1982', '1984', '1991']]
Predicted Ans:    1982
Predicted Path:   The Blue Lagoon --[written_by]--> Douglas Day Stewart --[(INV) written_by]--> An Officer and a Gentleman --[release_year]--> 1982
Path (Raw):       The Blue Lagoon --[written_by]--> Douglas Day Stewart --[(INV) written_by]--> An Officer and a Gentleman --[release_year]--> 1982
Neg LogProb(↓):   0.153504
Path Entropy(↓):  0.424658
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does vamps fall under
Start Entity:     Vamps
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Vamps --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Vamps --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.239786
Path Entropy(↓):  4.517825
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by don tracy
Start Entity:     Don Tracy
Gold Answer:      [['Peter Gallagher', 'Burt Lancaster', 'Alison Elliott']]
Predicted Ans:    Alison Elliott
Predicted Path:   Don Tracy --[(INV) written_by]--> The Underneath --[starred_actors]--> Alison Elliott
Path (Raw):       Don Tracy --[No Operation]--> Don Tracy --[(INV) written_by]--> The Underneath --[starred_actors]--> Alison Elliott
Neg LogProb(↓):   0.050091
Path Entropy(↓):  0.195139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the two family house director
Start Entity:     Two Family House
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Two Family House --[directed_by]--> Raymond De Felitta --[(INV) directed_by]--> City Island --[has_genre]--> Comedy
Path (Raw):       Two Family House --[directed_by]--> Raymond De Felitta --[(INV) directed_by]--> City Island --[has_genre]--> Comedy
Neg LogProb(↓):   0.656358
Path Entropy(↓):  0.786236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the accidental husband also appears in which films
Start Entity:     The Accidental Husband
Gold Answer:      [['Stealth', 'Gattaca', 'Bel Ami', 'Thunderheart', 'My Super Ex-Girlfriend', 'Hysterical Blindness', 'Nanny McPhee', 'Tape', 'Gambit', 'Jennifer 8', 'Vatel', 'Apartment Zero', 'Frances', 'Before I Go to Sleep', 'Blackthorn', 'Ceremony', 'Fool for Love', 'The Producers', 'The Life Before Her Eyes', 'Final Analysis', 'Paycheck', 'The Avengers', 'The Losers', 'Hope Springs', 'Even Cowgirls Get the Blues', 'The Last Legion', 'Magic in the Moonlight', 'Where the Heart Is', 'Hamlet', 'Voyager', 'A Month in the Country', 'Easy Virtue', 'Cold in July', 'The Railway Man', 'Arthur Newman', 'Country', 'The Salvation', 'The Right Stuff', "Devil's Knot", 'What a Girl Wants', 'Valmont', 'Blind Horizon', 'Safe Passage', "The King's Speech", 'Mad Dog and Glory', 'Days of Heaven', 'Motherhood', 'Johnny Be Good', 'Texas Killing Fields', 'Prime', 'The Resident', 'Resurrection', 'Where the Truth Lies', 'Another Country', 'A Single Man', 'A Month by the Lake', 'Girl with a Pearl Earring']]
Predicted Ans:    Hamlet
Predicted Path:   The Accidental Husband --[starred_actors]--> Sam Shepard --[(INV) starred_actors]--> Hamlet
Path (Raw):       The Accidental Husband --[starred_actors]--> Sam Shepard --[No Operation]--> Sam Shepard --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.399136
Path Entropy(↓):  1.066848
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe film the traveler
Start Entity:     The Traveler
Gold Answer:      [['abbas kiarostami']]
Predicted Ans:    abbas kiarostami
Predicted Path:   The Traveler --[has_tags]--> abbas kiarostami --[(INV) has_tags]--> Like Someone in Love --[has_tags]--> abbas kiarostami
Path (Raw):       The Traveler --[has_tags]--> abbas kiarostami --[(INV) has_tags]--> Like Someone in Love --[has_tags]--> abbas kiarostami
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films can be described by terminator
Start Entity:     terminator
Gold Answer:      [['Terminator Salvation']]
Predicted Ans:    Terminator Salvation
Predicted Path:   terminator --[(INV) has_tags]--> Terminator Salvation --[has_tags]--> terminator --[(INV) has_tags]--> Terminator Salvation
Path (Raw):       terminator --[(INV) has_tags]--> Terminator Salvation --[has_tags]--> terminator --[(INV) has_tags]--> Terminator Salvation
Neg LogProb(↓):   0.258139
Path Entropy(↓):  0.537343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter john grisham
Start Entity:     John Grisham
Gold Answer:      [['Dustin Hoffman', 'Tom Cruise', 'Sandra Bullock', 'Denzel Washington', 'Tim Allen', 'Kevin Spacey', 'Lloyd Bridges', 'Katharine Hepburn', 'John Cusack', "Chris O'Donnell", 'Daryl Hannah', 'Embeth Davidtz', 'Kenneth Branagh', 'Wendell Corey', 'Julia Roberts', 'Jeanne Tripplehorn', 'Matt Damon', 'Jon Voight', 'Rachel Weisz', 'Claire Danes', 'Danny DeVito', 'Jamie Lee Curtis', 'Susan Sarandon', 'Gene Hackman', 'Burt Lancaster', 'Hal Holbrook', 'Samuel L. Jackson', 'Matthew McConaughey', 'Tommy Lee Jones']]
Predicted Ans:    Burt Lancaster
Predicted Path:   John Grisham --[(INV) written_by]--> The Rainmaker --[starred_actors]--> Burt Lancaster
Path (Raw):       John Grisham --[No Operation]--> John Grisham --[(INV) written_by]--> The Rainmaker --[starred_actors]--> Burt Lancaster
Neg LogProb(↓):   1.287023
Path Entropy(↓):  2.314822
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed last tango in paris
Start Entity:     Last Tango in Paris
Gold Answer:      [['John Malkovich', 'Ruocheng Ying', 'Debra Winger', 'Keanu Reeves', 'Dominique Sanda', 'Gérard Depardieu', 'David Thewlis', 'Chris Isaak', 'Stefania Sandrelli', 'Thandie Newton', 'Joseph Fiennes', 'Sinéad Cusack', 'Robert De Niro', "Peter O'Toole", 'Joan Chen', 'John Lone']]
Predicted Ans:    Robert De Niro
Predicted Path:   Last Tango in Paris --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> 1900 --[starred_actors]--> Robert De Niro
Path (Raw):       Last Tango in Paris --[directed_by]--> Bernardo Bertolucci --[(INV) directed_by]--> 1900 --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.284626
Path Entropy(↓):  0.994476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the prizefighter and the lady
Start Entity:     The Prizefighter and the Lady
Gold Answer:      [['Evelyn Prentice', 'Shadow of the Thin Man', 'Wife vs. Secretary', 'Wings in the Dark', 'Song of the Thin Man', 'When Ladies Meet', 'Manhattan Melodrama', 'Lucky Night', 'Lonelyhearts', 'Another Thin Man', 'Cheaper by the Dozen', 'The Best Years of Our Lives', 'The Animal Kingdom', 'The Thin Man Goes Home', 'The Bachelor and the Bobby-Soxer', 'Mr. Blandings Builds His Dream House', 'Test Pilot', 'Love Crazy', 'I Love You Again', 'Too Hot to Handle', 'Thirteen Women', 'The Thin Man', 'The Black Watch', 'Double Wedding', 'Broadway Bill', 'Penthouse', 'The Great Ziegfeld', 'After the Thin Man', 'From the Terrace', 'The Rains Came', 'Libeled Lady']]
Predicted Ans:    Wife vs. Secretary
Predicted Path:   The Prizefighter and the Lady --[starred_actors]--> Myrna Loy --[(INV) starred_actors]--> Wife vs. Secretary
Path (Raw):       The Prizefighter and the Lady --[starred_actors]--> Myrna Loy --[No Operation]--> Myrna Loy --[(INV) starred_actors]--> Wife vs. Secretary
Neg LogProb(↓):   0.573648
Path Entropy(↓):  1.538319
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film the league of gentlemen were released in which years
Start Entity:     The League of Gentlemen
Gold Answer:      [['1970', '1959', '1967', '1979', '1968', '1963', '2009', '1957', '1951', '2010', '1953', '1947', '1994', '1943', '1948', '1971', '1990', '1996', '1955', '2013', '2000', '1964', '1975', '1966', '1960', '1965', '1969']]
Predicted Ans:    1959
Predicted Path:   The League of Gentlemen --[starred_actors]--> Jack Hawkins --[(INV) starred_actors]--> Ben-Hur --[release_year]--> 1959
Path (Raw):       The League of Gentlemen --[starred_actors]--> Jack Hawkins --[(INV) starred_actors]--> Ben-Hur --[release_year]--> 1959
Neg LogProb(↓):   0.965468
Path Entropy(↓):  1.772768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the bride with white hair
Start Entity:     The Bride with White Hair
Gold Answer:      [['Leslie Cheung', 'Brigitte Lin']]
Predicted Ans:    Leslie Cheung
Predicted Path:   The Bride with White Hair --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[starred_actors]--> Leslie Cheung
Path (Raw):       The Bride with White Hair --[starred_actors]--> Leslie Cheung --[(INV) starred_actors]--> A Better Tomorrow --[starred_actors]--> Leslie Cheung
Neg LogProb(↓):   0.402829
Path Entropy(↓):  0.659036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by margarethe von trotta in
Start Entity:     Margarethe von Trotta
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt --[has_genre]--> Drama
Path (Raw):       Margarethe von Trotta --[No Operation]--> Margarethe von Trotta --[(INV) written_by]--> Hannah Arendt --[has_genre]--> Drama
Neg LogProb(↓):   0.000502
Path Entropy(↓):  0.004535
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films directed by laurence merrick
Start Entity:     Laurence Merrick
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Laurence Merrick --[(INV) directed_by]--> Manson --[has_genre]--> Documentary
Path (Raw):       Laurence Merrick --[No Operation]--> Laurence Merrick --[(INV) directed_by]--> Manson --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by michael biehn
Start Entity:     michael biehn
Gold Answer:      [['Planet Terror', 'The Terminator', 'Tombstone', 'The Abyss', 'K2']]
Predicted Ans:    The Perfect Storm
Predicted Path:   michael biehn --[(INV) has_tags]--> The Abyss --[has_tags]--> mary elizabeth mastrantonio --[(INV) has_tags]--> The Perfect Storm
Path (Raw):       michael biehn --[(INV) has_tags]--> The Abyss --[has_tags]--> mary elizabeth mastrantonio --[(INV) has_tags]--> The Perfect Storm
Neg LogProb(↓):   0.546210
Path Entropy(↓):  1.158910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie captain ron were in which genres
Start Entity:     Captain Ron
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Captain Ron --[directed_by]--> Thom Eberhardt --[(INV) directed_by]--> Without a Clue --[has_genre]--> Comedy
Path (Raw):       Captain Ron --[directed_by]--> Thom Eberhardt --[(INV) directed_by]--> Without a Clue --[has_genre]--> Comedy
Neg LogProb(↓):   0.112782
Path Entropy(↓):  0.443840
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by christopher priest release
Start Entity:     Christopher Priest
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Christopher Priest --[(INV) written_by]--> The Prestige --[release_year]--> 2006
Path (Raw):       Christopher Priest --[No Operation]--> Christopher Priest --[(INV) written_by]--> The Prestige --[release_year]--> 2006
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed it all starts today
Start Entity:     It All Starts Today
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   It All Starts Today --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> Safe Conduct --[has_genre]--> Drama
Path (Raw):       It All Starts Today --[directed_by]--> Bertrand Tavernier --[(INV) directed_by]--> Safe Conduct --[has_genre]--> Drama
Neg LogProb(↓):   0.727615
Path Entropy(↓):  1.141859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in river's edge
Start Entity:     River's Edge
Gold Answer:      [['Finnish', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   River's Edge --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[in_language]--> Japanese
Path (Raw):       River's Edge --[starred_actors]--> Keanu Reeves --[(INV) starred_actors]--> 47 Ronin --[in_language]--> Japanese
Neg LogProb(↓):   0.697882
Path Entropy(↓):  0.726043
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of mickey spillane written movies
Start Entity:     Mickey Spillane
Gold Answer:      [['1982', '1957', '1955']]
Predicted Ans:    1955
Predicted Path:   Mickey Spillane --[(INV) written_by]--> Kiss Me Deadly --[release_year]--> 1955
Path (Raw):       Mickey Spillane --[No Operation]--> Mickey Spillane --[(INV) written_by]--> Kiss Me Deadly --[release_year]--> 1955
Neg LogProb(↓):   0.573090
Path Entropy(↓):  0.734588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Describe blinkytm
Start Entity:     BlinkyTM
Gold Answer:      [['short']]
Predicted Ans:    short
Predicted Path:   BlinkyTM --[has_tags]--> short --[(INV) has_tags]--> Scorpio Rising --[has_tags]--> short
Path (Raw):       BlinkyTM --[has_tags]--> short --[(INV) has_tags]--> Scorpio Rising --[has_tags]--> short
Neg LogProb(↓):   0.059501
Path Entropy(↓):  0.241202
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in the pacifier
Start Entity:     The Pacifier
Gold Answer:      [['Vin Diesel']]
Predicted Ans:    Vin Diesel
Predicted Path:   The Pacifier --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Chronicles of Riddick --[starred_actors]--> Vin Diesel
Path (Raw):       The Pacifier --[starred_actors]--> Vin Diesel --[(INV) starred_actors]--> The Chronicles of Riddick --[starred_actors]--> Vin Diesel
Neg LogProb(↓):   0.018709
Path Entropy(↓):  0.106393
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by freddy flores
Start Entity:     Freddy Flores
Gold Answer:      [['Adrián Caetano']]
Predicted Ans:    Adrián Caetano
Predicted Path:   Freddy Flores --[(INV) starred_actors]--> Bolivia --[written_by]--> Adrián Caetano
Path (Raw):       Freddy Flores --[No Operation]--> Freddy Flores --[(INV) starred_actors]--> Bolivia --[written_by]--> Adrián Caetano
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with when in rome fall under
Start Entity:     When in Rome
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   When in Rome --[written_by]--> David Weissman --[(INV) written_by]--> When in Rome --[has_genre]--> Comedy
Path (Raw):       When in Rome --[written_by]--> David Weissman --[(INV) written_by]--> When in Rome --[has_genre]--> Comedy
Neg LogProb(↓):   0.522451
Path Entropy(↓):  0.787089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of constantine
Start Entity:     Constantine
Gold Answer:      [['Water for Elephants', 'I Am Legend']]
Predicted Ans:    Water for Elephants
Predicted Path:   Constantine --[directed_by]--> Francis Lawrence --[(INV) directed_by]--> Water for Elephants
Path (Raw):       Constantine --[directed_by]--> Francis Lawrence --[(INV) directed_by]--> Water for Elephants --[No Operation]--> Water for Elephants
Neg LogProb(↓):   0.000137
Path Entropy(↓):  0.001495
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter paul attanasio co - wrote movies with who
Start Entity:     Paul Attanasio
Gold Answer:      [['Richard N. Goodwin', 'Joseph D. Pistone', 'Richard Woodley']]
Predicted Ans:    Paul Attanasio
Predicted Path:   Paul Attanasio --[(INV) written_by]--> Donnie Brasco --[written_by]--> Paul Attanasio
Path (Raw):       Paul Attanasio --[No Operation]--> Paul Attanasio --[(INV) written_by]--> Donnie Brasco --[written_by]--> Paul Attanasio
Neg LogProb(↓):   0.147387
Path Entropy(↓):  0.449254
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What was the genre of the movie aakrosh
Start Entity:     Aakrosh
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Aakrosh --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Aakrosh --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   1.679131
Path Entropy(↓):  3.042608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by paul greengrass were released in which years
Start Entity:     Paul Greengrass
Gold Answer:      [['1998', '2010', '2004', '2006', '2002', '2013', '2007']]
Predicted Ans:    2004
Predicted Path:   Paul Greengrass --[(INV) directed_by]--> The Bourne Supremacy --[release_year]--> 2004
Path (Raw):       Paul Greengrass --[No Operation]--> Paul Greengrass --[(INV) directed_by]--> The Bourne Supremacy --[release_year]--> 2004
Neg LogProb(↓):   0.580608
Path Entropy(↓):  1.119022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in a slipping - down life
Start Entity:     A Slipping-Down Life
Gold Answer:      [['Roger Donaldson', 'James Wan', 'Susan Seidelman', 'Robert Wise', 'Jan de Bont', 'Antonia Bird', 'Nancy Savoca', 'Jeffrey Nachmanoff', 'Donald Petrie', 'James Mather', 'Christopher Nolan', 'George Pal', 'Mary Harron', 'Robert Vernay', 'David Michôd', 'Pauline Chan', 'Abel Ferrara', 'Drake Doremus', 'Simon Wells', 'Stephan Elliott', 'Bob Gosse', 'Kevin Reynolds', 'Troy Nixey', 'Mark Fergus', 'John Hillcoat', 'Curtis Hanson', 'Shane Black', 'Scott Roberts', 'Gillian Armstrong', 'Rowland V. Lee', 'Michael Petroni']]
Predicted Ans:    Curtis Hanson
Predicted Path:   A Slipping-Down Life --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> L.A. Confidential --[directed_by]--> Curtis Hanson
Path (Raw):       A Slipping-Down Life --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> L.A. Confidential --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   0.905794
Path Entropy(↓):  1.717236
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by pirjo honkasalo in
Start Entity:     Pirjo Honkasalo
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Pirjo Honkasalo --[(INV) written_by]--> Concrete Night --[in_language]--> Finnish
Path (Raw):       Pirjo Honkasalo --[No Operation]--> Pirjo Honkasalo --[(INV) written_by]--> Concrete Night --[in_language]--> Finnish
Neg LogProb(↓):   0.000008
Path Entropy(↓):  0.000106
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie into the woods were in which languages
Start Entity:     Into the Woods
Gold Answer:      [['Japanese']]
Predicted Ans:    Anthony Minghella
Predicted Path:   Into the Woods --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[written_by]--> Anthony Minghella
Path (Raw):       Into the Woods --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[written_by]--> Anthony Minghella
Neg LogProb(↓):   0.071610
Path Entropy(↓):  0.329452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When was the movie waking the dead released
Start Entity:     Waking the Dead
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Waking the Dead --[release_year]--> 2000 --[(INV) release_year]--> Born Romantic --[release_year]--> 2000
Path (Raw):       Waking the Dead --[release_year]--> 2000 --[(INV) release_year]--> Born Romantic --[release_year]--> 2000
Neg LogProb(↓):   2.391163
Path Entropy(↓):  3.727874
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of roadie
Start Entity:     Roadie
Gold Answer:      [['Bruce Willis', 'Lesley Ann Warren', 'Jennifer Jason Leigh', 'Geraldine Chaplin', 'Anne Archer', 'Anthony Perkins', 'Lara Flynn Boyle', 'Nick Nolte', 'Demi Moore', 'Eric Roberts', 'Rip Torn', 'Frank Bonner', 'Barbara Hewitt', 'Edward Connell', 'Tom Berenger', 'Arnold Vosloo', 'Emily Watson', 'Kris Kristofferson', 'Elizabeth Perkins', 'Lori Singer', 'Jonny Lee Miller', 'Linda Fiorentino', 'Melinda Dillon', 'Fred Ward', 'Matthew Modine', 'Julie Christie', 'Timothy Hutton', 'Keith Carradine', 'Willie Nelson', 'Glenne Headly', 'Kelly McGillis', 'Geneviève Bujold']]
Predicted Ans:    Keith Carradine
Predicted Path:   Roadie --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Path (Raw):       Roadie --[directed_by]--> Alan Rudolph --[(INV) directed_by]--> Welcome to L.A. --[starred_actors]--> Keith Carradine
Neg LogProb(↓):   0.079113
Path Entropy(↓):  0.301718
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of 1941
Start Entity:     1941
Gold Answer:      [['Joel Schumacher', 'Walter Hill', 'Robert Zemeckis', 'Clive Donner']]
Predicted Ans:    Robert Zemeckis
Predicted Path:   1941 --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future Part II --[directed_by]--> Robert Zemeckis
Path (Raw):       1941 --[written_by]--> Robert Zemeckis --[(INV) written_by]--> Back to the Future Part II --[directed_by]--> Robert Zemeckis
Neg LogProb(↓):   0.312379
Path Entropy(↓):  0.608377
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film springfield rifle were in which languages
Start Entity:     Springfield Rifle
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Springfield Rifle --[directed_by]--> André De Toth --[(INV) directed_by]--> Pitfall --[in_language]--> Japanese
Path (Raw):       Springfield Rifle --[directed_by]--> André De Toth --[(INV) directed_by]--> Pitfall --[in_language]--> Japanese
Neg LogProb(↓):   0.003342
Path Entropy(↓):  0.023633
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Moonlighting is a film written by this person
Start Entity:     Moonlighting
Gold Answer:      [['Jerzy Skolimowski']]
Predicted Ans:    Jerzy Skolimowski
Predicted Path:   Moonlighting --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Moonlighting --[written_by]--> Jerzy Skolimowski
Path (Raw):       Moonlighting --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Moonlighting --[written_by]--> Jerzy Skolimowski
Neg LogProb(↓):   0.027262
Path Entropy(↓):  0.125026
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director of zozo
Start Entity:     Zozo
Gold Answer:      [['Josef Fares']]
Predicted Ans:    Josef Fares
Predicted Path:   Zozo --[directed_by]--> Josef Fares --[(INV) directed_by]--> Kopps --[directed_by]--> Josef Fares
Path (Raw):       Zozo --[directed_by]--> Josef Fares --[(INV) directed_by]--> Kopps --[directed_by]--> Josef Fares
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000156
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the affairs of martha
Start Entity:     The Affairs of Martha
Gold Answer:      [['Marsha Hunt', 'Richard Carlson']]
Predicted Ans:    Melina Mercouri
Predicted Path:   The Affairs of Martha --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[starred_actors]--> Melina Mercouri
Path (Raw):       The Affairs of Martha --[directed_by]--> Jules Dassin --[(INV) directed_by]--> Phaedra --[starred_actors]--> Melina Mercouri
Neg LogProb(↓):   0.631992
Path Entropy(↓):  1.354177
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred films for the director of spanking the monkey
Start Entity:     Spanking the Monkey
Gold Answer:      [['Melissa Leo', 'Dustin Hoffman', 'Jacki Weaver', 'Robert De Niro', 'Isabelle Huppert', 'Lily Tomlin', 'Mary Tyler Moore', 'Jason Schwartzman', 'Patricia Arquette', 'George Clooney', 'Amy Adams', 'Téa Leoni', 'Jeremy Renner', 'Bradley Cooper', 'Ice Cube', 'Christian Bale', 'Spike Jonze', 'Ben Stiller', 'Mark Wahlberg', 'Jennifer Lawrence']]
Predicted Ans:    Amy Adams
Predicted Path:   Spanking the Monkey --[directed_by]--> David O. Russell --[(INV) directed_by]--> American Hustle --[starred_actors]--> Amy Adams
Path (Raw):       Spanking the Monkey --[directed_by]--> David O. Russell --[(INV) directed_by]--> American Hustle --[starred_actors]--> Amy Adams
Neg LogProb(↓):   0.301043
Path Entropy(↓):  0.769899
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by glenn plummer were in which genres
Start Entity:     Glenn Plummer
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Glenn Plummer --[(INV) starred_actors]--> South Central --[has_genre]--> Drama
Path (Raw):       Glenn Plummer --[No Operation]--> Glenn Plummer --[(INV) starred_actors]--> South Central --[has_genre]--> Drama
Neg LogProb(↓):   0.069335
Path Entropy(↓):  0.245771
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by kinky boots writers release
Start Entity:     Kinky Boots
Gold Answer:      [['2006', '2003']]
Predicted Ans:    2003
Predicted Path:   Kinky Boots --[written_by]--> Tim Firth --[(INV) written_by]--> Blackball --[release_year]--> 2003
Path (Raw):       Kinky Boots --[written_by]--> Tim Firth --[(INV) written_by]--> Blackball --[release_year]--> 2003
Neg LogProb(↓):   0.562886
Path Entropy(↓):  0.890911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Little miss broadway, when was it released
Start Entity:     Little Miss Broadway
Gold Answer:      [['1938']]
Predicted Ans:    1938
Predicted Path:   Little Miss Broadway --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Path (Raw):       Little Miss Broadway --[release_year]--> 1938 --[(INV) release_year]--> Boys Town --[release_year]--> 1938
Neg LogProb(↓):   1.701506
Path Entropy(↓):  3.130179
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by alex nicol
Start Entity:     Alex Nicol
Gold Answer:      [['1953']]
Predicted Ans:    1953
Predicted Path:   Alex Nicol --[(INV) starred_actors]--> The Redhead from Wyoming --[release_year]--> 1953
Path (Raw):       Alex Nicol --[No Operation]--> Alex Nicol --[(INV) starred_actors]--> The Redhead from Wyoming --[release_year]--> 1953
Neg LogProb(↓):   0.445697
Path Entropy(↓):  0.653203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in halloween
Start Entity:     Halloween
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '1967', '1979', '1974', '1984', '1977', '1968', '2009', '2010', '2004', '1973', '1994', '1931', '1983', '1995', '1976', '1971', '2001', '1989', '1996', '1981', '2011', '1986', '1988', '1934', '2000', '1997', '1975', '1966', '1960', '2005', '1991', '1999', '1987', '1969']]
Predicted Ans:    1967
Predicted Path:   Halloween --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> The Night of the Generals --[release_year]--> 1967
Path (Raw):       Halloween --[starred_actors]--> Donald Pleasence --[(INV) starred_actors]--> The Night of the Generals --[release_year]--> 1967
Neg LogProb(↓):   1.818491
Path Entropy(↓):  2.405230
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the bedford incident
Start Entity:     The Bedford Incident
Gold Answer:      [['Paris Qualles', 'Richard Price', 'Lawrence Lasker', 'Howard Rodman', 'Richard Dougherty', 'Delmer Daves', 'Michael M. Grilikhes', 'Menahem Golan', 'James H. Street', 'Thomas Berger', 'Guy Green', 'Lawrence Sanders', 'Phil Alden Robinson', 'Dennis Wheatley', 'Stewart Stern', 'Charles Lederer', 'Eleazar Lipsky', 'Johann David Wyss', 'Nedrick Young', 'Elizabeth Kata', 'William Gibson', 'John Godey', 'William Rose', 'Stirling Silliphant', 'Gerald Kersh', 'John Ball', 'Sidney Poitier', 'Daniel Taradash', 'Richard Wesley', 'Harold Jacob Smith', 'Leslie Bohem', 'Walter Bernstein', 'Abraham Polonsky', 'Marvin H. Albert', 'Samuel Fuller', 'Peter Stone', 'Charlotte Armstrong', 'Kenneth Fearing', 'Buck Henry', 'Eleanor Perry', 'Theodore Isaac Rubin', 'Will Cook', 'Frank Pierson', 'Borden Chase', 'John Lee Hancock', 'James Clavell', 'Harold Flender', 'Oakley Hall', 'Joseph Heller', 'Ben Hecht', 'Abby Mann', 'Lorraine Hansberry', 'David Twohy', 'James Poe', 'Walter F. Parkes', 'Robert Alan Aurthur', 'Joseph L. Mankiewicz', 'Stephen Gaghan', 'Shana Alexander']]
Predicted Ans:    James Clavell
Predicted Path:   The Bedford Incident --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[written_by]--> James Clavell
Path (Raw):       The Bedford Incident --[starred_actors]--> Sidney Poitier --[(INV) starred_actors]--> To Sir, with Love --[written_by]--> James Clavell
Neg LogProb(↓):   0.701756
Path Entropy(↓):  1.353130
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film b. f.'s daughter were released in which years
Start Entity:     B.F.'s Daughter
Gold Answer:      [['1946', '1954', '1944', '1959', '1936', '1935', '1941', '1939', '1933', '1957', '1951', '1953', '1947', '1932', '1956', '1931', '1943', '1948', '1942', '1940', '1938', '1937', '1981', '1955', '2000', '1964', '1949', '1950', '1991', '1945', '1987', '1952', '1958', '1930']]
Predicted Ans:    1944
Predicted Path:   B.F.'s Daughter --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[release_year]--> 1944
Path (Raw):       B.F.'s Daughter --[starred_actors]--> Barbara Stanwyck --[(INV) starred_actors]--> Double Indemnity --[release_year]--> 1944
Neg LogProb(↓):   1.526777
Path Entropy(↓):  2.263763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of roberto benigni starred movies
Start Entity:     Roberto Benigni
Gold Answer:      [['Blake Edwards', 'Jim Jarmusch', 'Roland West', 'Wilfred Jackson', 'Ben Sharpsteen', 'Hamilton Luske', 'Bill Roberts', 'Jack Kinney', 'Norman Ferguson', 'T. Hee']]
Predicted Ans:    Roberto Benigni
Predicted Path:   Roberto Benigni --[(INV) starred_actors]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Path (Raw):       Roberto Benigni --[No Operation]--> Roberto Benigni --[(INV) starred_actors]--> Johnny Stecchino --[directed_by]--> Roberto Benigni
Neg LogProb(↓):   0.135137
Path Entropy(↓):  0.601749
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film whose life is it anyway? were in which genres
Start Entity:     Whose Life Is It Anyway?
Gold Answer:      [['Music', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Nuts --[has_genre]--> Drama
Path (Raw):       Whose Life Is It Anyway? --[starred_actors]--> Richard Dreyfuss --[(INV) starred_actors]--> Nuts --[has_genre]--> Drama
Neg LogProb(↓):   1.029375
Path Entropy(↓):  2.119702
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was dirty dancing written by
Start Entity:     Dirty Dancing
Gold Answer:      [['Eleanor Bergstein']]
Predicted Ans:    Eleanor Bergstein
Predicted Path:   Dirty Dancing --[written_by]--> Eleanor Bergstein --[(INV) written_by]--> Dirty Dancing --[written_by]--> Eleanor Bergstein
Path (Raw):       Dirty Dancing --[written_by]--> Eleanor Bergstein --[(INV) written_by]--> Dirty Dancing --[written_by]--> Eleanor Bergstein
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by oliver sacks released
Start Entity:     Oliver Sacks
Gold Answer:      [['1990', '1999']]
Predicted Ans:    1990
Predicted Path:   Oliver Sacks --[(INV) written_by]--> Awakenings --[release_year]--> 1990
Path (Raw):       Oliver Sacks --[No Operation]--> Oliver Sacks --[(INV) written_by]--> Awakenings --[release_year]--> 1990
Neg LogProb(↓):   0.004086
Path Entropy(↓):  0.026583
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is andy hardy meets debutante
Start Entity:     Andy Hardy Meets Debutante
Gold Answer:      [['Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Andy Hardy Meets Debutante --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Andy Hardy Meets Debutante --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.080777
Path Entropy(↓):  4.474076
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by david frigerio were released in which years
Start Entity:     David Frigerio
Gold Answer:      [['2014', '2007']]
Predicted Ans:    2014
Predicted Path:   David Frigerio --[(INV) written_by]--> The Signal --[release_year]--> 2014
Path (Raw):       David Frigerio --[No Operation]--> David Frigerio --[(INV) written_by]--> The Signal --[release_year]--> 2014
Neg LogProb(↓):   0.322357
Path Entropy(↓):  0.588711
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of quackser fortune has a cousin in the bronx
Start Entity:     Quackser Fortune Has a Cousin in the Bronx
Gold Answer:      [['The Possession of Joel Delaney']]
Predicted Ans:    Quackser Fortune Has a Cousin in the Bronx
Predicted Path:   Quackser Fortune Has a Cousin in the Bronx --[directed_by]--> Waris Hussein --[(INV) directed_by]--> Quackser Fortune Has a Cousin in the Bronx
Path (Raw):       Quackser Fortune Has a Cousin in the Bronx --[No Operation]--> Quackser Fortune Has a Cousin in the Bronx --[directed_by]--> Waris Hussein --[(INV) directed_by]--> Quackser Fortune Has a Cousin in the Bronx
Neg LogProb(↓):   0.131371
Path Entropy(↓):  0.384871
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as director of the movies starred by the return of swamp thing actors
Start Entity:     The Return of Swamp Thing
Gold Answer:      [['Jean Negulesco', 'Peter Yates', 'Ivan Passer', 'Anthony Asquith', 'Max Ophüls', 'Walter Lang', 'Wes Craven', 'Charles Vidor', 'Jacqueline Audry', 'Claude Chabrol', 'Richard Fleischer', 'Mark Rosman', 'Ralph Hemecker', 'Vincente Minnelli']]
Predicted Ans:    Vincente Minnelli
Predicted Path:   The Return of Swamp Thing --[starred_actors]--> Louis Jourdan --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Vincente Minnelli
Path (Raw):       The Return of Swamp Thing --[starred_actors]--> Louis Jourdan --[(INV) starred_actors]--> Madame Bovary --[directed_by]--> Vincente Minnelli
Neg LogProb(↓):   0.834930
Path Entropy(↓):  1.305516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of shanghai surprise
Start Entity:     Shanghai Surprise
Gold Answer:      [['Marcus Dunstan', 'Joseph Sargent', 'William Wyler']]
Predicted Ans:    William Wyler
Predicted Path:   Shanghai Surprise --[written_by]--> John Kohn --[(INV) written_by]--> The Collector --[directed_by]--> William Wyler
Path (Raw):       Shanghai Surprise --[written_by]--> John Kohn --[(INV) written_by]--> The Collector --[directed_by]--> William Wyler
Neg LogProb(↓):   0.013138
Path Entropy(↓):  0.083222
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of open season also wrote movies
Start Entity:     Open Season
Gold Answer:      [['Chicken Little', 'The Boxtrolls', 'Monsters, Inc.']]
Predicted Ans:    Open Season
Predicted Path:   Open Season --[written_by]--> Anthony Stacchi --[(INV) written_by]--> Open Season
Path (Raw):       Open Season --[written_by]--> Anthony Stacchi --[(INV) written_by]--> Open Season --[No Operation]--> Open Season
Neg LogProb(↓):   0.063401
Path Entropy(↓):  0.275589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the movies starred by actors in tap
Start Entity:     Tap
Gold Answer:      [['Drama', 'War', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Tap --[starred_actors]--> Gregory Hines --[(INV) starred_actors]--> Tap --[has_genre]--> Drama
Path (Raw):       Tap --[starred_actors]--> Gregory Hines --[(INV) starred_actors]--> Tap --[has_genre]--> Drama
Neg LogProb(↓):   0.673761
Path Entropy(↓):  0.956029
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by martin zandvliet release
Start Entity:     Martin Zandvliet
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Martin Zandvliet --[(INV) directed_by]--> A Funny Man --[release_year]--> 2011
Path (Raw):       Martin Zandvliet --[No Operation]--> Martin Zandvliet --[(INV) directed_by]--> A Funny Man --[release_year]--> 2011
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000027
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film nuns on the run
Start Entity:     Nuns on the Run
Gold Answer:      [['Jonathan Lynn']]
Predicted Ans:    John Landis
Predicted Path:   Nuns on the Run --[written_by]--> Jonathan Lynn --[(INV) written_by]--> Clue --[written_by]--> John Landis
Path (Raw):       Nuns on the Run --[written_by]--> Jonathan Lynn --[(INV) written_by]--> Clue --[written_by]--> John Landis
Neg LogProb(↓):   0.002118
Path Entropy(↓):  0.016419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the screenwriters that the directors of their movies also directed slave ship
Start Entity:     Slave Ship
Gold Answer:      [['Robert Thoeren', 'Louis Bromfield', 'Polly James', 'Tom Miranda', 'David Mamet', 'Gene Towne', 'C. Graham Baker', 'Mel Dinelli', 'Tom Lewis', 'Sonya Levien', 'Crosbie Garstin', 'John Meehan', 'James M. Cain', 'Marcia Davenport', 'Bess Streeter Aldrich', 'Jules Furthman', 'Bartlett Cormack', 'Hans Habe', 'James Kevin McGuinness']]
Predicted Ans:    Bartlett Cormack
Predicted Path:   Slave Ship --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Racket --[written_by]--> Bartlett Cormack
Path (Raw):       Slave Ship --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Racket --[written_by]--> Bartlett Cormack
Neg LogProb(↓):   0.818994
Path Entropy(↓):  1.154436
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre of movie is watching the detectives
Start Entity:     Watching the Detectives
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Watching the Detectives --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Watching the Detectives --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.403606
Path Entropy(↓):  4.370565
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of one of our aircraft is missing was who
Start Entity:     One of Our Aircraft Is Missing
Gold Answer:      [['Emeric Pressburger', 'Michael Powell']]
Predicted Ans:    Michael Powell
Predicted Path:   One of Our Aircraft Is Missing --[directed_by]--> Michael Powell --[(INV) directed_by]--> The Spy in Black --[directed_by]--> Michael Powell
Path (Raw):       One of Our Aircraft Is Missing --[directed_by]--> Michael Powell --[(INV) directed_by]--> The Spy in Black --[directed_by]--> Michael Powell
Neg LogProb(↓):   0.887724
Path Entropy(↓):  1.054344
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie kinyarwanda
Start Entity:     Kinyarwanda
Gold Answer:      [['Alrick Brown']]
Predicted Ans:    Alrick Brown
Predicted Path:   Kinyarwanda --[directed_by]--> Alrick Brown --[(INV) directed_by]--> Kinyarwanda --[directed_by]--> Alrick Brown
Path (Raw):       Kinyarwanda --[directed_by]--> Alrick Brown --[(INV) directed_by]--> Kinyarwanda --[directed_by]--> Alrick Brown
Neg LogProb(↓):   0.000246
Path Entropy(↓):  0.002291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film tumbleweeds are written by who
Start Entity:     Tumbleweeds
Gold Answer:      [['Janet McTeer', 'Kristian Levring']]
Predicted Ans:    Gavin O'Connor
Predicted Path:   Tumbleweeds --[starred_actors]--> Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[written_by]--> Gavin O'Connor
Path (Raw):       Tumbleweeds --[starred_actors]--> Jay O. Sanders --[(INV) starred_actors]--> Tumbleweeds --[written_by]--> Gavin O'Connor
Neg LogProb(↓):   0.049397
Path Entropy(↓):  0.210027
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies acted by george sanders in
Start Entity:     George Sanders
Gold Answer:      [['Family', 'Western', 'Musical', 'Drama', 'Crime', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    War
Predicted Path:   George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Path (Raw):       George Sanders --[No Operation]--> George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Neg LogProb(↓):   0.319421
Path Entropy(↓):  0.835768
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of boys and girls
Start Entity:     Boys and Girls
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Boys and Girls --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Path (Raw):       Boys and Girls --[release_year]--> 2000 --[(INV) release_year]--> The Price of Milk --[release_year]--> 2000
Neg LogProb(↓):   2.898217
Path Entropy(↓):  4.416778
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film ghost son
Start Entity:     Ghost Son
Gold Answer:      [['Lamberto Bava']]
Predicted Ans:    Dario Argento
Predicted Path:   Ghost Son --[written_by]--> Lamberto Bava --[(INV) written_by]--> Demons 2 --[written_by]--> Dario Argento
Path (Raw):       Ghost Son --[written_by]--> Lamberto Bava --[(INV) written_by]--> Demons 2 --[written_by]--> Dario Argento
Neg LogProb(↓):   0.662534
Path Entropy(↓):  0.808406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did luv ranjan write the story for
Start Entity:     Luv Ranjan
Gold Answer:      [['Pyaar Ka Punchnama']]
Predicted Ans:    Pyaar Ka Punchnama
Predicted Path:   Luv Ranjan --[(INV) written_by]--> Pyaar Ka Punchnama --[written_by]--> Luv Ranjan --[(INV) written_by]--> Pyaar Ka Punchnama
Path (Raw):       Luv Ranjan --[(INV) written_by]--> Pyaar Ka Punchnama --[written_by]--> Luv Ranjan --[(INV) written_by]--> Pyaar Ka Punchnama
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000135
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of how do you know
Start Entity:     How Do You Know
Gold Answer:      [['Debra Winger', 'Paz Vega', 'Albert Brooks', 'Holly Hunter', 'Robert Prosky', 'Shirley MacLaine', 'William Hurt', 'Danny DeVito', 'Greg Kinnear', 'Helen Hunt', 'Téa Leoni', 'Jack Nicholson', 'Adam Sandler']]
Predicted Ans:    Shirley MacLaine
Predicted Path:   How Do You Know --[directed_by]--> James L. Brooks --[(INV) directed_by]--> Terms of Endearment --[starred_actors]--> Shirley MacLaine
Path (Raw):       How Do You Know --[directed_by]--> James L. Brooks --[(INV) directed_by]--> Terms of Endearment --[starred_actors]--> Shirley MacLaine
Neg LogProb(↓):   1.233840
Path Entropy(↓):  2.232310
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the thief lord also wrote which movies
Start Entity:     The Thief Lord
Gold Answer:      [['Inkheart']]
Predicted Ans:    The Thief Lord
Predicted Path:   The Thief Lord --[written_by]--> Richard Claus --[(INV) written_by]--> The Thief Lord
Path (Raw):       The Thief Lord --[written_by]--> Richard Claus --[(INV) written_by]--> The Thief Lord --[No Operation]--> The Thief Lord
Neg LogProb(↓):   0.022086
Path Entropy(↓):  0.115961
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What kind of film is because of winn - dixie
Start Entity:     Because of Winn-Dixie
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   Because of Winn-Dixie --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Path (Raw):       Because of Winn-Dixie --[has_genre]--> Family --[(INV) has_genre]--> Red Dog --[has_genre]--> Family
Neg LogProb(↓):   0.480879
Path Entropy(↓):  0.934260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by emma gramatica
Start Entity:     Emma Gramatica
Gold Answer:      [['1951']]
Predicted Ans:    1951
Predicted Path:   Emma Gramatica --[(INV) starred_actors]--> Miracle in Milan --[release_year]--> 1951
Path (Raw):       Emma Gramatica --[No Operation]--> Emma Gramatica --[(INV) starred_actors]--> Miracle in Milan --[release_year]--> 1951
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies acted by doris dowling in
Start Entity:     Doris Dowling
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Doris Dowling --[(INV) starred_actors]--> Bitter Rice --[in_language]--> Italian
Path (Raw):       Doris Dowling --[No Operation]--> Doris Dowling --[(INV) starred_actors]--> Bitter Rice --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of love me if you dare also wrote which films
Start Entity:     Love Me If You Dare
Gold Answer:      [['With Love... from the Age of Reason', 'Formosa Betrayed']]
Predicted Ans:    With Love... from the Age of Reason
Predicted Path:   Love Me If You Dare --[written_by]--> Yann Samuell --[(INV) written_by]--> With Love... from the Age of Reason
Path (Raw):       Love Me If You Dare --[written_by]--> Yann Samuell --[(INV) written_by]--> With Love... from the Age of Reason --[No Operation]--> With Love... from the Age of Reason
Neg LogProb(↓):   0.179094
Path Entropy(↓):  0.463292
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of jesus christ superstar
Start Entity:     Jesus Christ Superstar
Gold Answer:      [['Drama', 'Musical']]
Predicted Ans:    Music
Predicted Path:   Jesus Christ Superstar --[written_by]--> Tim Rice --[(INV) written_by]--> Jesus Christ Superstar --[has_genre]--> Music
Path (Raw):       Jesus Christ Superstar --[written_by]--> Tim Rice --[(INV) written_by]--> Jesus Christ Superstar --[has_genre]--> Music
Neg LogProb(↓):   2.106741
Path Entropy(↓):  2.507402
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which words describe movie heaven can wait
Start Entity:     Heaven Can Wait
Gold Answer:      [['gene tierney', 'ernst lubitsch', 'don ameche']]
Predicted Ans:    ernst lubitsch
Predicted Path:   Heaven Can Wait --[has_tags]--> ernst lubitsch --[(INV) has_tags]--> The Love Parade --[has_tags]--> ernst lubitsch
Path (Raw):       Heaven Can Wait --[has_tags]--> ernst lubitsch --[(INV) has_tags]--> The Love Parade --[has_tags]--> ernst lubitsch
Neg LogProb(↓):   0.051127
Path Entropy(↓):  0.211612
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by maria kulle
Start Entity:     Maria Kulle
Gold Answer:      [['Tomas Alfredson']]
Predicted Ans:    Tomas Alfredson
Predicted Path:   Maria Kulle --[(INV) starred_actors]--> Four Shades of Brown --[directed_by]--> Tomas Alfredson
Path (Raw):       Maria Kulle --[No Operation]--> Maria Kulle --[(INV) starred_actors]--> Four Shades of Brown --[directed_by]--> Tomas Alfredson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film james dean
Start Entity:     James Dean
Gold Answer:      [['Marshall Brickman', 'John Byrum', 'Robert Kaufman', 'Robert Dillon', 'Claude Sautet', 'Ernest Thompson', 'William Dale Jennings', 'Julian Barry', 'Jarmo Lampela', 'Irving Ravetch', 'Neal Jimenez', 'Bill Kerby', 'Howard Koch', 'Lindy Laub', 'William Faulkner', 'Rumer Godden', 'Bo Goldman', 'Lewis John Carlino', 'Jean Renoir']]
Predicted Ans:    Jean Renoir
Predicted Path:   James Dean --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[written_by]--> Jean Renoir
Path (Raw):       James Dean --[directed_by]--> Mark Rydell --[(INV) directed_by]--> The River --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.252019
Path Entropy(↓):  0.864951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie muppets from space released
Start Entity:     Muppets from Space
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Muppets from Space --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Muppets from Space --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.759678
Path Entropy(↓):  4.216752
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in rudderless
Start Entity:     Rudderless
Gold Answer:      [['Sport', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   Rudderless --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[has_genre]--> Action
Path (Raw):       Rudderless --[starred_actors]--> Billy Crudup --[(INV) starred_actors]--> Watchmen --[has_genre]--> Action
Neg LogProb(↓):   0.301895
Path Entropy(↓):  0.639400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the film law abiding citizen
Start Entity:     Law Abiding Citizen
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Law Abiding Citizen --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Path (Raw):       Law Abiding Citizen --[release_year]--> 2009 --[(INV) release_year]--> Wonder Woman --[release_year]--> 2009
Neg LogProb(↓):   3.465308
Path Entropy(↓):  4.639370
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by martin cruz smith were directed by who
Start Entity:     Martin Cruz Smith
Gold Answer:      [['Arthur Hiller', 'Michael Apted']]
Predicted Ans:    Michael Apted
Predicted Path:   Martin Cruz Smith --[(INV) written_by]--> Gorky Park --[directed_by]--> Michael Apted
Path (Raw):       Martin Cruz Smith --[No Operation]--> Martin Cruz Smith --[(INV) written_by]--> Gorky Park --[directed_by]--> Michael Apted
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by jordan scott were released in which years
Start Entity:     Jordan Scott
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Jordan Scott --[(INV) written_by]--> Cracks --[release_year]--> 2009
Path (Raw):       Jordan Scott --[No Operation]--> Jordan Scott --[(INV) written_by]--> Cracks --[release_year]--> 2009
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed hideous kinky
Start Entity:     Hideous Kinky
Gold Answer:      [['Gillies MacKinnon']]
Predicted Ans:    Gillies MacKinnon
Predicted Path:   Hideous Kinky --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> Pure --[directed_by]--> Gillies MacKinnon
Path (Raw):       Hideous Kinky --[directed_by]--> Gillies MacKinnon --[(INV) directed_by]--> Pure --[directed_by]--> Gillies MacKinnon
Neg LogProb(↓):   0.620265
Path Entropy(↓):  0.850959
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by lured actors release
Start Entity:     Lured
Gold Answer:      [['1946', '1954', '1944', '1959', '1936', '2006', '1967', '1935', '1941', '1968', '1963', '1939', '1933', '2009', '1951', '1982', '1953', '1947', '1932', '1956', '1931', '1943', '1910', '1995', '1942', '1940', '1938', '1996', '2012', '1934', '1978', '1949', '1950', '1960', '1927', '1999', '1945', '1952', '1958']]
Predicted Ans:    1968
Predicted Path:   Lured --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[release_year]--> 1968
Path (Raw):       Lured --[starred_actors]--> Lucille Ball --[(INV) starred_actors]--> Yours, Mine and Ours --[release_year]--> 1968
Neg LogProb(↓):   1.855478
Path Entropy(↓):  2.349612
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in dororo
Start Entity:     Dororo
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Dororo --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Dororo --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   1.993753
Path Entropy(↓):  3.069302
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie the living and the dead
Start Entity:     The Living and the Dead
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Living and the Dead --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Living and the Dead --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.365837
Path Entropy(↓):  4.627967
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director for the thomas crown affair
Start Entity:     The Thomas Crown Affair
Gold Answer:      [['Norman Jewison']]
Predicted Ans:    John McTiernan
Predicted Path:   The Thomas Crown Affair --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Path (Raw):       The Thomas Crown Affair --[directed_by]--> John McTiernan --[(INV) directed_by]--> Predator --[directed_by]--> John McTiernan
Neg LogProb(↓):   0.018596
Path Entropy(↓):  0.104132
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies acted by timothy spall
Start Entity:     Timothy Spall
Gold Answer:      [['Danny Boyle', 'David Keating', 'Simon Aboud', 'Harley Cokeliss', 'Kevin Lima', 'Mike Leigh', 'Julian Fellowes']]
Predicted Ans:    Mike Leigh
Predicted Path:   Timothy Spall --[(INV) starred_actors]--> Mr. Turner --[directed_by]--> Mike Leigh
Path (Raw):       Timothy Spall --[No Operation]--> Timothy Spall --[(INV) starred_actors]--> Mr. Turner --[directed_by]--> Mike Leigh
Neg LogProb(↓):   0.420641
Path Entropy(↓):  0.767617
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of this is my life also wrote movies
Start Entity:     This Is My Life
Gold Answer:      [['Sleepless in Seattle', 'The Sisterhood of the Traveling Pants', 'Michael', 'Silkwood', 'Bewitched', 'Heartburn', 'My Blue Heaven', 'When Harry Met Sally...', 'Mixed Nuts', "You've Got Mail"]]
Predicted Ans:    Heartburn
Predicted Path:   This Is My Life --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn
Path (Raw):       This Is My Life --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[No Operation]--> Heartburn
Neg LogProb(↓):   0.356122
Path Entropy(↓):  1.121345
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who co - wrote films with paula milne
Start Entity:     Paula Milne
Gold Answer:      [['Maurice Renard', 'Vicente Aranda', 'Robert Harvey']]
Predicted Ans:    Vicente Aranda
Predicted Path:   Paula Milne --[(INV) written_by]--> Mad Love --[written_by]--> Vicente Aranda
Path (Raw):       Paula Milne --[No Operation]--> Paula Milne --[(INV) written_by]--> Mad Love --[written_by]--> Vicente Aranda
Neg LogProb(↓):   0.065447
Path Entropy(↓):  0.248343
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are movie co - writers of bruce joel rubin
Start Entity:     Bruce Joel Rubin
Gold Answer:      [['Michael Tolkin', 'Diana Henstell']]
Predicted Ans:    Bruce Joel Rubin
Predicted Path:   Bruce Joel Rubin --[(INV) written_by]--> Jacob's Ladder --[written_by]--> Bruce Joel Rubin
Path (Raw):       Bruce Joel Rubin --[No Operation]--> Bruce Joel Rubin --[(INV) written_by]--> Jacob's Ladder --[written_by]--> Bruce Joel Rubin
Neg LogProb(↓):   0.773775
Path Entropy(↓):  1.142769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the director for the consequences of love
Start Entity:     The Consequences of Love
Gold Answer:      [['Paolo Sorrentino']]
Predicted Ans:    Paolo Sorrentino
Predicted Path:   The Consequences of Love --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[directed_by]--> Paolo Sorrentino
Path (Raw):       The Consequences of Love --[directed_by]--> Paolo Sorrentino --[(INV) directed_by]--> This Must Be the Place --[directed_by]--> Paolo Sorrentino
Neg LogProb(↓):   0.002808
Path Entropy(↓):  0.021970
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote i wake up screaming
Start Entity:     I Wake Up Screaming
Gold Answer:      [['Musical', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   I Wake Up Screaming --[written_by]--> Dwight Taylor --[(INV) written_by]--> Follow the Fleet --[has_genre]--> Comedy
Path (Raw):       I Wake Up Screaming --[written_by]--> Dwight Taylor --[(INV) written_by]--> Follow the Fleet --[has_genre]--> Comedy
Neg LogProb(↓):   0.177473
Path Entropy(↓):  0.650859
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the magnificent seven are directed by who
Start Entity:     The Magnificent Seven
Gold Answer:      [['Walter Hill', 'Rainer Werner Fassbinder', 'J. Lee Thompson', 'William Richert', 'Roger Donaldson', 'Cecil B. DeMille', 'Robert Wise', 'Buzz Kulik', 'John Huston', 'Stuart Rosenberg', 'Michael Crichton', 'Richard Fleischer', 'Jacques Demy', 'Mark Rydell', 'Richard T. Heffron', 'James Neilson', 'Don Bluth', 'Anthony Quinn', 'Richard Donner', 'Walter Lang', 'George Schaefer', 'Henry Hathaway', 'Robert Aldrich', 'Lee H. Katzin', 'Chuck Russell', 'Bernhard Wicki', 'Gary Goldman', 'Franklin J. Schaffner', 'Peter Collinson', 'Anatole Litvak', 'Rafi Pitts', 'Daniel Nettheim', 'Terence Young', 'Sergio Leone', 'Michael Winner', 'Stanley Donen', 'Simon West', 'Robert Mulligan', 'John Sturges', 'Richard Wilson', 'Don Siegel', 'Peter Yates', 'Roger Corman', 'Peter R. Hunt', 'John Guillermin', 'John McTiernan', 'Sydney Pollack', 'William Wyler', 'Norman Jewison', 'Richard Brooks', 'Sam Peckinpah', 'Ralph Nelson', 'Elia Kazan', 'Burt Kennedy']]
Predicted Ans:    Richard Brooks
Predicted Path:   The Magnificent Seven --[starred_actors]--> Eli Wallach --[(INV) starred_actors]--> Lord Jim --[directed_by]--> Richard Brooks
Path (Raw):       The Magnificent Seven --[starred_actors]--> Eli Wallach --[(INV) starred_actors]--> Lord Jim --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.380012
Path Entropy(↓):  1.086646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of nobody's fool
Start Entity:     Nobody's Fool
Gold Answer:      [['Peter Bogdanovich', 'Damian Harris', 'Catherine Hardwicke', 'Richard Donner', 'Joel Schumacher', 'Arthur Penn', 'Robert Benton', 'Bruce Beresford', 'Joseph L. Mankiewicz', 'Thomas Schlamme', 'Harold Ramis']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   Nobody's Fool --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Path (Raw):       Nobody's Fool --[written_by]--> Robert Benton --[(INV) written_by]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.095371
Path Entropy(↓):  0.451164
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by justin dix
Start Entity:     Justin Dix
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Justin Dix --[(INV) written_by]--> Crawlspace --[has_genre]--> Horror
Path (Raw):       Justin Dix --[No Operation]--> Justin Dix --[(INV) written_by]--> Crawlspace --[has_genre]--> Horror
Neg LogProb(↓):   1.364592
Path Entropy(↓):  1.385570
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Hearts in atlantis, when was it released
Start Entity:     Hearts in Atlantis
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Hearts in Atlantis --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Hearts in Atlantis --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   3.282174
Path Entropy(↓):  4.464812
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of son frere
Start Entity:     Son frère
Gold Answer:      [['Patrice Chéreau', 'Philippe Besson']]
Predicted Ans:    Patrice Chéreau
Predicted Path:   Son frère --[written_by]--> Philippe Besson --[(INV) written_by]--> Son frère --[written_by]--> Patrice Chéreau
Path (Raw):       Son frère --[written_by]--> Philippe Besson --[(INV) written_by]--> Son frère --[written_by]--> Patrice Chéreau
Neg LogProb(↓):   0.767212
Path Entropy(↓):  1.136679
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about bondage
Start Entity:     bondage
Gold Answer:      [['The Notorious Bettie Page']]
Predicted Ans:    The Notorious Bettie Page
Predicted Path:   bondage --[(INV) has_tags]--> The Notorious Bettie Page --[has_tags]--> bondage --[(INV) has_tags]--> The Notorious Bettie Page
Path (Raw):       bondage --[(INV) has_tags]--> The Notorious Bettie Page --[has_tags]--> bondage --[(INV) has_tags]--> The Notorious Bettie Page
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie holy motors were in which languages
Start Entity:     Holy Motors
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Holy Motors --[starred_actors]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Path (Raw):       Holy Motors --[starred_actors]--> Denis Lavant --[(INV) starred_actors]--> Boy Meets Girl --[in_language]--> French
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by norman burnstine starred which actors
Start Entity:     Norman Burnstine
Gold Answer:      [['Edward G. Robinson']]
Predicted Ans:    Edward G. Robinson
Predicted Path:   Norman Burnstine --[(INV) written_by]--> Dr. Ehrlich's Magic Bullet --[starred_actors]--> Edward G. Robinson
Path (Raw):       Norman Burnstine --[No Operation]--> Norman Burnstine --[(INV) written_by]--> Dr. Ehrlich's Magic Bullet --[starred_actors]--> Edward G. Robinson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the red violin
Start Entity:     The Red Violin
Gold Answer:      [['François Girard']]
Predicted Ans:    François Girard
Predicted Path:   The Red Violin --[written_by]--> François Girard --[(INV) written_by]--> Silk --[written_by]--> François Girard
Path (Raw):       The Red Violin --[written_by]--> François Girard --[(INV) written_by]--> Silk --[written_by]--> François Girard
Neg LogProb(↓):   0.171651
Path Entropy(↓):  0.513776
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did james duffy direct
Start Entity:     James Duffy
Gold Answer:      [['Movie 43']]
Predicted Ans:    Movie 43
Predicted Path:   James Duffy --[(INV) directed_by]--> Movie 43 --[directed_by]--> Will Graham --[(INV) directed_by]--> Movie 43
Path (Raw):       James Duffy --[(INV) directed_by]--> Movie 43 --[directed_by]--> Will Graham --[(INV) directed_by]--> Movie 43
Neg LogProb(↓):   0.860777
Path Entropy(↓):  1.102128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie the children
Start Entity:     The Children
Gold Answer:      [['children']]
Predicted Ans:    hirokazu koreeda
Predicted Path:   The Children --[has_tags]--> children --[(INV) has_tags]--> Nobody Knows --[has_tags]--> hirokazu koreeda
Path (Raw):       The Children --[has_tags]--> children --[(INV) has_tags]--> Nobody Knows --[has_tags]--> hirokazu koreeda
Neg LogProb(↓):   0.023710
Path Entropy(↓):  0.128747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director of the passion of the christ is also the director of which films
Start Entity:     The Passion of the Christ
Gold Answer:      [['Braveheart', 'The Man Without a Face', 'Apocalypto']]
Predicted Ans:    Apocalypto
Predicted Path:   The Passion of the Christ --[directed_by]--> Mel Gibson --[(INV) directed_by]--> Apocalypto
Path (Raw):       The Passion of the Christ --[directed_by]--> Mel Gibson --[(INV) directed_by]--> Apocalypto --[No Operation]--> Apocalypto
Neg LogProb(↓):   0.122907
Path Entropy(↓):  0.405358
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor zuleikha robinson acted together with who
Start Entity:     Zuleikha Robinson
Gold Answer:      [['Omar Sharif', 'Viggo Mortensen']]
Predicted Ans:    Viggo Mortensen
Predicted Path:   Zuleikha Robinson --[(INV) starred_actors]--> Hidalgo --[starred_actors]--> Viggo Mortensen
Path (Raw):       Zuleikha Robinson --[No Operation]--> Zuleikha Robinson --[(INV) starred_actors]--> Hidalgo --[starred_actors]--> Viggo Mortensen
Neg LogProb(↓):   0.460380
Path Entropy(↓):  0.658423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by athina rachel tsangari in
Start Entity:     Athina Rachel Tsangari
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Athina Rachel Tsangari --[(INV) directed_by]--> Attenberg --[has_genre]--> Drama
Path (Raw):       Athina Rachel Tsangari --[No Operation]--> Athina Rachel Tsangari --[(INV) directed_by]--> Attenberg --[has_genre]--> Drama
Neg LogProb(↓):   0.000154
Path Entropy(↓):  0.001517
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by l. q. jones in
Start Entity:     L.Q. Jones
Gold Answer:      [['Horror', 'Action']]
Predicted Ans:    Horror
Predicted Path:   L.Q. Jones --[(INV) starred_actors]--> Route 666 --[has_genre]--> Horror
Path (Raw):       L.Q. Jones --[No Operation]--> L.Q. Jones --[(INV) starred_actors]--> Route 666 --[has_genre]--> Horror
Neg LogProb(↓):   0.016651
Path Entropy(↓):  0.084139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by don roos fall under
Start Entity:     Don Roos
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Don Roos --[(INV) written_by]--> Bounce --[has_genre]--> Drama
Path (Raw):       Don Roos --[No Operation]--> Don Roos --[(INV) written_by]--> Bounce --[has_genre]--> Drama
Neg LogProb(↓):   0.004696
Path Entropy(↓):  0.033083
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of a grand day out also wrote movies
Start Entity:     A Grand Day Out
Gold Answer:      [['Chicken Run', 'A Matter of Loaf and Death', 'The Wrong Trousers', 'A Close Shave']]
Predicted Ans:    Chicken Run
Predicted Path:   A Grand Day Out --[written_by]--> Nick Park --[(INV) written_by]--> Chicken Run
Path (Raw):       A Grand Day Out --[written_by]--> Nick Park --[(INV) written_by]--> Chicken Run --[No Operation]--> Chicken Run
Neg LogProb(↓):   0.715103
Path Entropy(↓):  0.896615
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the immortal story
Start Entity:     The Immortal Story
Gold Answer:      [['Orson Welles', 'Jeanne Moreau']]
Predicted Ans:    Orson Welles
Predicted Path:   The Immortal Story --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> The Man Who Saw Tomorrow --[starred_actors]--> Orson Welles
Path (Raw):       The Immortal Story --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> The Man Who Saw Tomorrow --[starred_actors]--> Orson Welles
Neg LogProb(↓):   0.280580
Path Entropy(↓):  0.814375
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of wassup rockers
Start Entity:     Wassup Rockers
Gold Answer:      [['Justin Pierce', 'Leo Fitzpatrick']]
Predicted Ans:    Justin Pierce
Predicted Path:   Wassup Rockers --[written_by]--> Larry Clark --[(INV) written_by]--> Kids --[starred_actors]--> Justin Pierce
Path (Raw):       Wassup Rockers --[written_by]--> Larry Clark --[(INV) written_by]--> Kids --[starred_actors]--> Justin Pierce
Neg LogProb(↓):   0.237579
Path Entropy(↓):  0.541369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movie i'll be there
Start Entity:     I'll Be There
Gold Answer:      [['Craig Ferguson', 'Charlotte Church']]
Predicted Ans:    Charlotte Church
Predicted Path:   I'll Be There --[starred_actors]--> Charlotte Church --[(INV) starred_actors]--> I'll Be There --[starred_actors]--> Charlotte Church
Path (Raw):       I'll Be There --[starred_actors]--> Charlotte Church --[(INV) starred_actors]--> I'll Be There --[starred_actors]--> Charlotte Church
Neg LogProb(↓):   0.028779
Path Entropy(↓):  0.137631
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by jane wyatt were in which languages
Start Entity:     Jane Wyatt
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Jane Wyatt --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Path (Raw):       Jane Wyatt --[No Operation]--> Jane Wyatt --[(INV) starred_actors]--> Pitfall --[in_language]--> Japanese
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000143
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film ten canoes
Start Entity:     Ten Canoes
Gold Answer:      [['1993', '1991', '1996', '2002', '2013']]
Predicted Ans:    2006
Predicted Path:   Ten Canoes --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[release_year]--> 2006
Path (Raw):       Ten Canoes --[directed_by]--> Rolf de Heer --[(INV) directed_by]--> Ten Canoes --[release_year]--> 2006
Neg LogProb(↓):   0.909223
Path Entropy(↓):  1.268897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the boys from brazil were in which languages
Start Entity:     The Boys from Brazil
Gold Answer:      [['French', 'English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   The Boys from Brazil --[starred_actors]--> James Mason --[(INV) starred_actors]--> Lolita --[in_language]--> English
Path (Raw):       The Boys from Brazil --[starred_actors]--> James Mason --[(INV) starred_actors]--> Lolita --[in_language]--> English
Neg LogProb(↓):   1.450885
Path Entropy(↓):  2.220087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with gunfight at the o. k. corral in
Start Entity:     Gunfight at the O.K. Corral
Gold Answer:      [['French', 'English', 'Italian', 'Russian', 'German']]
Predicted Ans:    robert siodmak
Predicted Path:   Gunfight at the O.K. Corral --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Killers --[has_tags]--> robert siodmak
Path (Raw):       Gunfight at the O.K. Corral --[starred_actors]--> Burt Lancaster --[(INV) starred_actors]--> The Killers --[has_tags]--> robert siodmak
Neg LogProb(↓):   1.318140
Path Entropy(↓):  1.885593
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in offside
Start Entity:     Offside
Gold Answer:      [['Josef Fares']]
Predicted Ans:    Josef Fares
Predicted Path:   Offside --[starred_actors]--> Torkel Petersson --[(INV) starred_actors]--> Jalla! Jalla! --[written_by]--> Josef Fares
Path (Raw):       Offside --[starred_actors]--> Torkel Petersson --[(INV) starred_actors]--> Jalla! Jalla! --[written_by]--> Josef Fares
Neg LogProb(↓):   0.022566
Path Entropy(↓):  0.124644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie it should happen to you released
Start Entity:     It Should Happen to You
Gold Answer:      [['1954']]
Predicted Ans:    1954
Predicted Path:   It Should Happen to You --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Path (Raw):       It Should Happen to You --[release_year]--> 1954 --[(INV) release_year]--> Jail Bait --[release_year]--> 1954
Neg LogProb(↓):   1.683545
Path Entropy(↓):  3.431765
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by jonathan ward
Start Entity:     Jonathan Ward
Gold Answer:      [['1988']]
Predicted Ans:    1988
Predicted Path:   Jonathan Ward --[(INV) starred_actors]--> Mac and Me --[release_year]--> 1988
Path (Raw):       Jonathan Ward --[No Operation]--> Jonathan Ward --[(INV) starred_actors]--> Mac and Me --[release_year]--> 1988
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies acted by frank brana
Start Entity:     Frank Braña
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Frank Braña --[(INV) starred_actors]--> Pieces --[in_language]--> Spanish
Path (Raw):       Frank Braña --[No Operation]--> Frank Braña --[(INV) starred_actors]--> Pieces --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The film zombie honeymoon starred which actors
Start Entity:     Zombie Honeymoon
Gold Answer:      [['Graham Sibley', 'Tracy Coogan']]
Predicted Ans:    Tracy Coogan
Predicted Path:   Zombie Honeymoon --[starred_actors]--> Tracy Coogan --[(INV) starred_actors]--> Zombie Honeymoon --[starred_actors]--> Tracy Coogan
Path (Raw):       Zombie Honeymoon --[starred_actors]--> Tracy Coogan --[(INV) starred_actors]--> Zombie Honeymoon --[starred_actors]--> Tracy Coogan
Neg LogProb(↓):   0.005662
Path Entropy(↓):  0.038289
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did max elliott slade act in
Start Entity:     Max Elliott Slade
Gold Answer:      [['3 Ninjas']]
Predicted Ans:    3 Ninjas
Predicted Path:   Max Elliott Slade --[(INV) starred_actors]--> 3 Ninjas --[starred_actors]--> Victor Wong --[(INV) starred_actors]--> 3 Ninjas
Path (Raw):       Max Elliott Slade --[(INV) starred_actors]--> 3 Ninjas --[starred_actors]--> Victor Wong --[(INV) starred_actors]--> 3 Ninjas
Neg LogProb(↓):   0.039045
Path Entropy(↓):  0.176254
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of children of men
Start Entity:     Children of Men
Gold Answer:      [['Diego Luna', 'Gael García Bernal', 'George Clooney', 'Jean Simmons', 'Sandra Bullock', 'Gwyneth Paltrow', 'Ethan Hawke', 'John Mills', 'Daniel Radcliffe', 'Liesel Matthews', 'Eleanor Bron', 'Valerie Hobson', 'Chris Cooper', 'Ralph Fiennes', 'Liam Cunningham']]
Predicted Ans:    John Mills
Predicted Path:   Children of Men --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Great Expectations --[starred_actors]--> John Mills
Path (Raw):       Children of Men --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Great Expectations --[starred_actors]--> John Mills
Neg LogProb(↓):   0.985454
Path Entropy(↓):  1.832642
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in thank your lucky stars
Start Entity:     Thank Your Lucky Stars
Gold Answer:      [['French', 'English', 'Welsh']]
Predicted Ans:    French
Predicted Path:   Thank Your Lucky Stars --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Path (Raw):       Thank Your Lucky Stars --[starred_actors]--> Bette Davis --[(INV) starred_actors]--> All This, and Heaven Too --[in_language]--> French
Neg LogProb(↓):   0.000330
Path Entropy(↓):  0.003690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by grynet molvig
Start Entity:     Grynet Molvig
Gold Answer:      [['Tage Danielsson']]
Predicted Ans:    Tage Danielsson
Predicted Path:   Grynet Molvig --[(INV) starred_actors]--> The Man Who Quit Smoking --[written_by]--> Tage Danielsson
Path (Raw):       Grynet Molvig --[No Operation]--> Grynet Molvig --[(INV) starred_actors]--> The Man Who Quit Smoking --[written_by]--> Tage Danielsson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of the world's end also wrote movies
Start Entity:     The World's End
Gold Answer:      [['A Fistful of Fingers', 'Scott Pilgrim vs. the World', 'The Adventures of Tintin', 'Shaun of the Dead', 'Hot Fuzz', 'Paul']]
Predicted Ans:    Hot Fuzz
Predicted Path:   The World's End --[written_by]--> Edgar Wright --[(INV) written_by]--> Hot Fuzz
Path (Raw):       The World's End --[written_by]--> Edgar Wright --[(INV) written_by]--> Hot Fuzz --[No Operation]--> Hot Fuzz
Neg LogProb(↓):   0.719267
Path Entropy(↓):  1.400085
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films written by randy newman
Start Entity:     Randy Newman
Gold Answer:      [['Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Randy Newman --[(INV) written_by]--> ¡Three Amigos! --[has_genre]--> Comedy
Path (Raw):       Randy Newman --[No Operation]--> Randy Newman --[(INV) written_by]--> ¡Three Amigos! --[has_genre]--> Comedy
Neg LogProb(↓):   0.008559
Path Entropy(↓):  0.049096
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in christian petzold written films
Start Entity:     Christian Petzold
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Christian Petzold --[(INV) written_by]--> Jerichow --[in_language]--> German
Path (Raw):       Christian Petzold --[No Operation]--> Christian Petzold --[(INV) written_by]--> Jerichow --[in_language]--> German
Neg LogProb(↓):   0.098899
Path Entropy(↓):  0.334219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of the great caruso were directed by who
Start Entity:     The Great Caruso
Gold Answer:      [['David Miller', 'Robert Stevenson', 'George B. Seitz', 'Curtis Bernhardt']]
Predicted Ans:    Richard Thorpe
Predicted Path:   The Great Caruso --[written_by]--> William Ludwig --[(INV) written_by]--> The Great Caruso --[directed_by]--> Richard Thorpe
Path (Raw):       The Great Caruso --[written_by]--> William Ludwig --[(INV) written_by]--> The Great Caruso --[directed_by]--> Richard Thorpe
Neg LogProb(↓):   0.037978
Path Entropy(↓):  0.179715
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films directed by tom mcloughlin release
Start Entity:     Tom McLoughlin
Gold Answer:      [['2001', '2002', '1987']]
Predicted Ans:    1987
Predicted Path:   Tom McLoughlin --[(INV) directed_by]--> Date with an Angel --[release_year]--> 1987
Path (Raw):       Tom McLoughlin --[No Operation]--> Tom McLoughlin --[(INV) directed_by]--> Date with an Angel --[release_year]--> 1987
Neg LogProb(↓):   0.016908
Path Entropy(↓):  0.096476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by soldiers of fortune actors
Start Entity:     Soldiers of Fortune
Gold Answer:      [['Walter Hill', 'David Saperstein', 'Caroline Thompson', 'Michael Goldenberg', 'John Fusco', 'Nick Love', 'Eric Red', 'Tom Stoppard', 'John B. Keane', 'Jim Kouf', 'Quentin Tarantino', 'Roger Avary', 'Bernard Rose', 'Michael Roesch', 'Barry Levinson', 'Peter Scheerer', 'Jack Sholder', 'William H. Macy', 'Steven Schachter', 'Daniel Waters', 'Chris Ver Wiel', 'Allan Moyle', 'Tom Sierchio', 'Carl Hiaasen', 'Tony Giglio', 'Joe Connelly', 'Tom Clancy', 'Michael Jackson', 'James Naughtie', 'Terry Winsor', 'Peter Berg', 'Patricia Hearst', 'Alvin Moscow', 'Anthony Peckham', 'Bruce A. Evans', 'Andrew Klavan', 'Raynold Gideon', 'Patrick Smith Kelly', 'James Hill', 'Graham Yost', 'George A. Romero', 'Peter Lefcourt', 'Andrew Bergman', 'Paul Schrader', 'Keoni Waxman', 'Leo Tolstoy', 'Cormac Wibberley', 'Marianne Wibberley', 'James Gunn', 'Hadi Hajaig', 'Jonas Bauer', 'Michael Winnick', 'Glenn McQuaid', 'Anna Sewell', 'Rod Lurie', 'Stephen King', 'Umberto Eco', 'Jim Sheridan', 'Mike Figgis', 'Peter Morgan', 'Dario Poloni']]
Predicted Ans:    William H. Macy
Predicted Path:   Soldiers of Fortune --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> The Deal --[written_by]--> William H. Macy
Path (Raw):       Soldiers of Fortune --[starred_actors]--> Christian Slater --[(INV) starred_actors]--> The Deal --[written_by]--> William H. Macy
Neg LogProb(↓):   0.447445
Path Entropy(↓):  1.454868
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film the doom generation were in which genres
Start Entity:     The Doom Generation
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Doom Generation --[written_by]--> Gregg Araki --[(INV) written_by]--> The Doom Generation --[has_genre]--> Comedy
Path (Raw):       The Doom Generation --[written_by]--> Gregg Araki --[(INV) written_by]--> The Doom Generation --[has_genre]--> Comedy
Neg LogProb(↓):   0.057351
Path Entropy(↓):  0.265615
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by hannah shakespeare released
Start Entity:     Hannah Shakespeare
Gold Answer:      [['2012', '2006', '1963', '1935']]
Predicted Ans:    1935
Predicted Path:   Hannah Shakespeare --[(INV) written_by]--> The Raven --[release_year]--> 1935
Path (Raw):       Hannah Shakespeare --[No Operation]--> Hannah Shakespeare --[(INV) written_by]--> The Raven --[release_year]--> 1935
Neg LogProb(↓):   1.066273
Path Entropy(↓):  1.361098
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was solo released
Start Entity:     Solo
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Solo --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       Solo --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   3.056663
Path Entropy(↓):  4.452310
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of eric byler written films
Start Entity:     Eric Byler
Gold Answer:      [['Annabel Park']]
Predicted Ans:    Eric Byler
Predicted Path:   Eric Byler --[(INV) directed_by]--> Charlotte Sometimes --[directed_by]--> Eric Byler
Path (Raw):       Eric Byler --[No Operation]--> Eric Byler --[(INV) directed_by]--> Charlotte Sometimes --[directed_by]--> Eric Byler
Neg LogProb(↓):   0.480885
Path Entropy(↓):  0.693623
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What movies did frank o'rourke write
Start Entity:     Frank O'Rourke
Gold Answer:      [['The Professionals', 'The Bravados']]
Predicted Ans:    The Professionals
Predicted Path:   Frank O'Rourke --[(INV) written_by]--> The Professionals --[written_by]--> Frank O'Rourke --[(INV) written_by]--> The Professionals
Path (Raw):       Frank O'Rourke --[(INV) written_by]--> The Professionals --[written_by]--> Frank O'Rourke --[(INV) written_by]--> The Professionals
Neg LogProb(↓):   0.003143
Path Entropy(↓):  0.022754
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by thin ice writers release
Start Entity:     Thin Ice
Gold Answer:      [['2001', '1997']]
Predicted Ans:    2011
Predicted Path:   Thin Ice --[written_by]--> Jill Sprecher --[(INV) written_by]--> Thin Ice --[release_year]--> 2011
Path (Raw):       Thin Ice --[written_by]--> Jill Sprecher --[(INV) written_by]--> Thin Ice --[release_year]--> 2011
Neg LogProb(↓):   0.355047
Path Entropy(↓):  0.688503
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors of the screenwriter john helyar
Start Entity:     John Helyar
Gold Answer:      [['Joanna Cassidy', 'Jonathan Pryce', 'James Garner', 'Peter Riegert']]
Predicted Ans:    James Garner
Predicted Path:   John Helyar --[(INV) written_by]--> Barbarians at the Gate --[starred_actors]--> James Garner
Path (Raw):       John Helyar --[No Operation]--> John Helyar --[(INV) written_by]--> Barbarians at the Gate --[starred_actors]--> James Garner
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000320
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for the ipcress file
Start Entity:     The Ipcress File
Gold Answer:      [['Sidney J. Furie']]
Predicted Ans:    Sidney J. Furie
Predicted Path:   The Ipcress File --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> The Ipcress File --[directed_by]--> Sidney J. Furie
Path (Raw):       The Ipcress File --[directed_by]--> Sidney J. Furie --[(INV) directed_by]--> The Ipcress File --[directed_by]--> Sidney J. Furie
Neg LogProb(↓):   0.822249
Path Entropy(↓):  1.078525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by christmas in conway actors
Start Entity:     Christmas in Conway
Gold Answer:      [['Short', 'Drama', 'Animation', 'Comedy', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Christmas in Conway --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Man from Elysian Fields --[has_genre]--> Drama
Path (Raw):       Christmas in Conway --[starred_actors]--> Andy Garcia --[(INV) starred_actors]--> The Man from Elysian Fields --[has_genre]--> Drama
Neg LogProb(↓):   0.105980
Path Entropy(↓):  0.368932
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by tyler mane were in which genres
Start Entity:     Tyler Mane
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Tyler Mane --[(INV) starred_actors]--> Halloween --[has_genre]--> Horror
Path (Raw):       Tyler Mane --[No Operation]--> Tyler Mane --[(INV) starred_actors]--> Halloween --[has_genre]--> Horror
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693149
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films acted by rachel griffiths released
Start Entity:     Rachel Griffiths
Gold Answer:      [['1998', '1997', '2009', '2001', '1990', '2002']]
Predicted Ans:    2002
Predicted Path:   Rachel Griffiths --[(INV) starred_actors]--> The Rookie --[release_year]--> 2002
Path (Raw):       Rachel Griffiths --[No Operation]--> Rachel Griffiths --[(INV) starred_actors]--> The Rookie --[release_year]--> 2002
Neg LogProb(↓):   0.869051
Path Entropy(↓):  1.377110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in lucky you
Start Entity:     Lucky You
Gold Answer:      [['Japanese', 'English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Lucky You --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Path (Raw):       Lucky You --[starred_actors]--> Drew Barrymore --[(INV) starred_actors]--> Everybody's Fine --[in_language]--> Italian
Neg LogProb(↓):   0.001661
Path Entropy(↓):  0.012647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is the east in
Start Entity:     The East
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The East --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Path (Raw):       The East --[in_language]--> English --[(INV) in_language]--> Ghost Town --[in_language]--> English
Neg LogProb(↓):   1.816422
Path Entropy(↓):  2.842839
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of you ain't seen nothin'yet
Start Entity:     You Ain't Seen Nothin' Yet
Gold Answer:      [['Private Fears in Public Places', 'Smoking/No Smoking', 'Wild Grass', 'The War Is Over', 'Guernica', 'Not on the Lips', 'Toute la mémoire du monde', 'Life Is a Bed of Roses', 'Night and Fog', 'Last Year at Marienbad', 'Providence', 'Same Old Song']]
Predicted Ans:    Smoking/No Smoking
Predicted Path:   You Ain't Seen Nothin' Yet --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking
Path (Raw):       You Ain't Seen Nothin' Yet --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[No Operation]--> Smoking/No Smoking
Neg LogProb(↓):   0.105391
Path Entropy(↓):  0.525175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by nick groff were directed by who
Start Entity:     Nick Groff
Gold Answer:      [['Zak Bagans']]
Predicted Ans:    Nick Groff
Predicted Path:   Nick Groff --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff
Path (Raw):       Nick Groff --[No Operation]--> Nick Groff --[(INV) directed_by]--> Ghost Adventures --[directed_by]--> Nick Groff
Neg LogProb(↓):   0.347926
Path Entropy(↓):  0.853830
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the films written by adolph green fall under
Start Entity:     Adolph Green
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Musical
Predicted Path:   Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[has_genre]--> Musical
Path (Raw):       Adolph Green --[No Operation]--> Adolph Green --[(INV) written_by]--> The Barkleys of Broadway --[has_genre]--> Musical
Neg LogProb(↓):   0.992031
Path Entropy(↓):  1.261735
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sara gilbert starred movies
Start Entity:     Sara Gilbert
Gold Answer:      [['Katt Shea', 'Melissa Goddard', 'Andy Ruben']]
Predicted Ans:    Katt Shea
Predicted Path:   Sara Gilbert --[(INV) starred_actors]--> Poison Ivy --[written_by]--> Katt Shea
Path (Raw):       Sara Gilbert --[No Operation]--> Sara Gilbert --[(INV) starred_actors]--> Poison Ivy --[written_by]--> Katt Shea
Neg LogProb(↓):   0.381290
Path Entropy(↓):  0.628374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by anna may wong were in which genres
Start Entity:     Anna May Wong
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Anna May Wong --[(INV) starred_actors]--> Piccadilly --[has_genre]--> Drama
Path (Raw):       Anna May Wong --[No Operation]--> Anna May Wong --[(INV) starred_actors]--> Piccadilly --[has_genre]--> Drama
Neg LogProb(↓):   0.002097
Path Entropy(↓):  0.016167
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films directed by richard boleslawski in
Start Entity:     Richard Boleslawski
Gold Answer:      [['French', 'English', 'German']]
Predicted Ans:    French
Predicted Path:   Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Path (Raw):       Richard Boleslawski --[No Operation]--> Richard Boleslawski --[(INV) directed_by]--> Les Misérables --[in_language]--> French
Neg LogProb(↓):   1.382425
Path Entropy(↓):  1.440346
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of the mistress of spices
Start Entity:     The Mistress of Spices
Gold Answer:      [['2000', '2008', '1993', '2010', '2006', '2002']]
Predicted Ans:    2006
Predicted Path:   The Mistress of Spices --[written_by]--> Gurinder Chadha --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       The Mistress of Spices --[written_by]--> Gurinder Chadha --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.135117
Path Entropy(↓):  0.482225
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the the don is dead director
Start Entity:     The Don Is Dead
Gold Answer:      [['Music', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Don Is Dead --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Path (Raw):       The Don Is Dead --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Follow Me Quietly --[has_genre]--> Drama
Neg LogProb(↓):   0.968328
Path Entropy(↓):  1.667216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by once upon a time in the midlands actors
Start Entity:     Once Upon a Time in the Midlands
Gold Answer:      [['Music', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Once Upon a Time in the Midlands --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> The Unloved --[has_genre]--> Drama
Path (Raw):       Once Upon a Time in the Midlands --[starred_actors]--> Robert Carlyle --[(INV) starred_actors]--> The Unloved --[has_genre]--> Drama
Neg LogProb(↓):   0.449528
Path Entropy(↓):  1.388382
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of different for girls also wrote movies
Start Entity:     Different for Girls
Gold Answer:      [['Diverted']]
Predicted Ans:    Different for Girls
Predicted Path:   Different for Girls --[written_by]--> Tony Marchant --[(INV) written_by]--> Different for Girls
Path (Raw):       Different for Girls --[written_by]--> Tony Marchant --[(INV) written_by]--> Different for Girls --[No Operation]--> Different for Girls
Neg LogProb(↓):   0.079443
Path Entropy(↓):  0.269811
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release years of the films that share directors with the film fargo
Start Entity:     Fargo
Gold Answer:      [['1998', '2000', '2009', '2001', '2008', '2003', '2004', '2006', '1994', '1955', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   Fargo --[directed_by]--> Ethan Coen --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       Fargo --[directed_by]--> Ethan Coen --[(INV) directed_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.857839
Path Entropy(↓):  1.441906
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of monsieur lazhar
Start Entity:     Monsieur Lazhar
Gold Answer:      [['Paul Ahmarani', 'Stéphane Demers', 'Reese Witherspoon']]
Predicted Ans:    Paul Ahmarani
Predicted Path:   Monsieur Lazhar --[directed_by]--> Philippe Falardeau --[(INV) directed_by]--> The Left-Hand Side of the Fridge --[starred_actors]--> Paul Ahmarani
Path (Raw):       Monsieur Lazhar --[directed_by]--> Philippe Falardeau --[(INV) directed_by]--> The Left-Hand Side of the Fridge --[starred_actors]--> Paul Ahmarani
Neg LogProb(↓):   0.000335
Path Entropy(↓):  0.003346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of a simple life
Start Entity:     A Simple Life
Gold Answer:      [['Ann Hui']]
Predicted Ans:    Ann Hui
Predicted Path:   A Simple Life --[directed_by]--> Ann Hui --[(INV) directed_by]--> A Simple Life --[directed_by]--> Ann Hui
Path (Raw):       A Simple Life --[directed_by]--> Ann Hui --[(INV) directed_by]--> A Simple Life --[directed_by]--> Ann Hui
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000017
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of a christmas story also wrote which films
Start Entity:     A Christmas Story
Gold Answer:      [['It Runs in the Family', "Ollie Hopnoodle's Haven of Bliss", 'From the Hip', 'Loose Cannons', "Children Shouldn't Play with Dead Things", 'Baby Geniuses']]
Predicted Ans:    Ollie Hopnoodle's Haven of Bliss
Predicted Path:   A Christmas Story --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss
Path (Raw):       A Christmas Story --[written_by]--> Jean Shepherd --[(INV) written_by]--> Ollie Hopnoodle's Haven of Bliss --[No Operation]--> Ollie Hopnoodle's Haven of Bliss
Neg LogProb(↓):   0.979076
Path Entropy(↓):  1.543476
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director lou kennedy
Start Entity:     Lou Kennedy
Gold Answer:      [['Jonathan Ke Quan', 'Jerry Trimble', 'Eddie Saavedra']]
Predicted Ans:    Jerry Trimble
Predicted Path:   Lou Kennedy --[(INV) directed_by]--> Breathing Fire --[starred_actors]--> Jerry Trimble
Path (Raw):       Lou Kennedy --[No Operation]--> Lou Kennedy --[(INV) directed_by]--> Breathing Fire --[starred_actors]--> Jerry Trimble
Neg LogProb(↓):   0.084081
Path Entropy(↓):  0.332740
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films starred by don mckay actors
Start Entity:     Don McKay
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Don McKay --[starred_actors]--> Thomas Haden Church --[(INV) starred_actors]--> Sideways --[has_genre]--> Comedy
Path (Raw):       Don McKay --[starred_actors]--> Thomas Haden Church --[(INV) starred_actors]--> Sideways --[has_genre]--> Comedy
Neg LogProb(↓):   0.495550
Path Entropy(↓):  0.844940
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does erika christensen appear in
Start Entity:     Erika Christensen
Gold Answer:      [['Swimfan', 'Wuthering Heights', 'Home Room', 'Veronika Decides to Die']]
Predicted Ans:    Swimfan
Predicted Path:   Erika Christensen --[(INV) starred_actors]--> Swimfan --[starred_actors]--> Jesse Bradford --[(INV) starred_actors]--> Swimfan
Path (Raw):       Erika Christensen --[(INV) starred_actors]--> Swimfan --[starred_actors]--> Jesse Bradford --[(INV) starred_actors]--> Swimfan
Neg LogProb(↓):   0.003915
Path Entropy(↓):  0.028043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films written by passchendaele writers release
Start Entity:     Passchendaele
Gold Answer:      [['2002']]
Predicted Ans:    2008
Predicted Path:   Passchendaele --[written_by]--> Paul Gross --[(INV) written_by]--> Passchendaele --[release_year]--> 2008
Path (Raw):       Passchendaele --[written_by]--> Paul Gross --[(INV) written_by]--> Passchendaele --[release_year]--> 2008
Neg LogProb(↓):   0.525931
Path Entropy(↓):  0.676491
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which topics is people will talk about
Start Entity:     People Will Talk
Gold Answer:      [['joseph l. mankiewicz']]
Predicted Ans:    joseph l. mankiewicz
Predicted Path:   People Will Talk --[has_tags]--> joseph l. mankiewicz --[(INV) has_tags]--> The Barefoot Contessa --[has_tags]--> joseph l. mankiewicz
Path (Raw):       People Will Talk --[has_tags]--> joseph l. mankiewicz --[(INV) has_tags]--> The Barefoot Contessa --[has_tags]--> joseph l. mankiewicz
Neg LogProb(↓):   0.049299
Path Entropy(↓):  0.224103
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of a month by the lake
Start Entity:     A Month by the Lake
Gold Answer:      [["Widows' Peak", 'Ghost Story', 'The Fourth Angel', 'Raw Deal', 'Turtle Diary', 'The Dogs of War', 'City of Industry', 'Shiner', 'When Trumpets Fade', 'Next of Kin', 'Hamburger Hill']]
Predicted Ans:    Next of Kin
Predicted Path:   A Month by the Lake --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin
Path (Raw):       A Month by the Lake --[No Operation]--> A Month by the Lake --[directed_by]--> John Irvin --[(INV) directed_by]--> Next of Kin
Neg LogProb(↓):   0.570242
Path Entropy(↓):  1.421515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers of the movies directed by taylor wong
Start Entity:     Taylor Wong
Gold Answer:      [['John Van Druten', 'Gerald Ayres']]
Predicted Ans:    John Van Druten
Predicted Path:   Taylor Wong --[(INV) directed_by]--> Rich and Famous --[written_by]--> John Van Druten
Path (Raw):       Taylor Wong --[No Operation]--> Taylor Wong --[(INV) directed_by]--> Rich and Famous --[written_by]--> John Van Druten
Neg LogProb(↓):   0.024333
Path Entropy(↓):  0.128024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie transporter 3 are written by who
Start Entity:     Transporter 3
Gold Answer:      [['Georges Chaperot', 'Chuck Logan', 'Todd Haynes', 'Luc Besson', 'Dick Clement', 'Ian La Frenais', 'Donna Powers', 'James Wong', 'Guy Ritchie', 'Katrin Benedikt', 'Creighton Rothenberger', 'Robert Adetuyi', 'Géla Babluani', 'Ken Bruen', 'Richard Wenk', 'Boaz Yakin', 'Tony Giglio', 'Catherine Breillat', 'John Carpenter', 'Sylvester Stallone', 'Paul W.S. Anderson', 'Ib Melchior', 'David DeFalco', 'Coline Serreau', 'William Goldman', 'Ken Kaufman', 'David Agosto', 'Mark Neveldine', 'Brian Taylor', 'Ranulph Fiennes', 'Christophe Barratier', 'René Wheeler']]
Predicted Ans:    Donna Powers
Predicted Path:   Transporter 3 --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Path (Raw):       Transporter 3 --[starred_actors]--> Jason Statham --[(INV) starred_actors]--> The Italian Job --[written_by]--> Donna Powers
Neg LogProb(↓):   0.418332
Path Entropy(↓):  1.178261
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by jim cliffe
Start Entity:     Jim Cliffe
Gold Answer:      [['Danny Glover', 'Bruce Greenwood']]
Predicted Ans:    Bruce Greenwood
Predicted Path:   Jim Cliffe --[(INV) written_by]--> Donovan's Echo --[starred_actors]--> Bruce Greenwood
Path (Raw):       Jim Cliffe --[No Operation]--> Jim Cliffe --[(INV) written_by]--> Donovan's Echo --[starred_actors]--> Bruce Greenwood
Neg LogProb(↓):   0.618337
Path Entropy(↓):  0.690131
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of cockneys vs zombies
Start Entity:     Cockneys vs Zombies
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Cockneys vs Zombies --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Path (Raw):       Cockneys vs Zombies --[release_year]--> 2012 --[(INV) release_year]--> Citadel --[release_year]--> 2012
Neg LogProb(↓):   3.154021
Path Entropy(↓):  4.305591
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about kinji fukasaku
Start Entity:     kinji fukasaku
Gold Answer:      [['Under the Flag of the Rising Sun', 'Street Mobster', 'Battle Royale']]
Predicted Ans:    Street Mobster
Predicted Path:   kinji fukasaku --[(INV) has_tags]--> Street Mobster --[has_tags]--> kinji fukasaku --[(INV) has_tags]--> Street Mobster
Path (Raw):       kinji fukasaku --[(INV) has_tags]--> Street Mobster --[has_tags]--> kinji fukasaku --[(INV) has_tags]--> Street Mobster
Neg LogProb(↓):   0.269693
Path Entropy(↓):  0.858830
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by joe flood
Start Entity:     Joe Flood
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Joe Flood --[(INV) starred_actors]--> Student Bodies --[has_genre]--> Comedy
Path (Raw):       Joe Flood --[No Operation]--> Joe Flood --[(INV) starred_actors]--> Student Bodies --[has_genre]--> Comedy
Neg LogProb(↓):   0.054331
Path Entropy(↓):  0.206913
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by the from the clouds to the resistance director
Start Entity:     From the Clouds to the Resistance
Gold Answer:      [['Short']]
Predicted Ans:    Drama
Predicted Path:   From the Clouds to the Resistance --[directed_by]--> Danièle Huillet --[(INV) directed_by]--> From the Clouds to the Resistance --[has_genre]--> Drama
Path (Raw):       From the Clouds to the Resistance --[directed_by]--> Danièle Huillet --[(INV) directed_by]--> From the Clouds to the Resistance --[has_genre]--> Drama
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share actors with the movie the prestige were released in which years
Start Entity:     The Prestige
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1935', '1979', '1974', '1984', '2007', '1968', '1998', '2009', '2010', '2004', '1982', '1994', '1983', '1995', '1976', '1972', '1971', '1990', '2001', '2002', '1981', '2012', '2011', '2013', '1988', '1934', '1978', '2000', '1997', '1975', '1966', '1950', '2005', '1969', '1965', '1999', '1987', '1986', '1958']]
Predicted Ans:    2008
Predicted Path:   The Prestige --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Path (Raw):       The Prestige --[starred_actors]--> Hugh Jackman --[(INV) starred_actors]--> Deception --[release_year]--> 2008
Neg LogProb(↓):   0.842151
Path Entropy(↓):  2.084316
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of larry fine acted films
Start Entity:     Larry Fine
Gold Answer:      [['1945']]
Predicted Ans:    1945
Predicted Path:   Larry Fine --[(INV) starred_actors]--> Rockin' in the Rockies --[release_year]--> 1945
Path (Raw):       Larry Fine --[No Operation]--> Larry Fine --[(INV) starred_actors]--> Rockin' in the Rockies --[release_year]--> 1945
Neg LogProb(↓):   0.006971
Path Entropy(↓):  0.045980
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies written by adolphe d'ennery released
Start Entity:     Adolphe d'Ennery
Gold Answer:      [['1921']]
Predicted Ans:    1921
Predicted Path:   Adolphe d'Ennery --[(INV) written_by]--> Orphans of the Storm --[release_year]--> 1921
Path (Raw):       Adolphe d'Ennery --[No Operation]--> Adolphe d'Ennery --[(INV) written_by]--> Orphans of the Storm --[release_year]--> 1921
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is forbidden games in
Start Entity:     Forbidden Games
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Forbidden Games --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Path (Raw):       Forbidden Games --[in_language]--> French --[(INV) in_language]--> The Past --[in_language]--> French
Neg LogProb(↓):   1.668044
Path Entropy(↓):  3.003836
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by john hyams in
Start Entity:     John Hyams
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   John Hyams --[(INV) directed_by]--> Dragon Eyes --[has_genre]--> Action
Path (Raw):       John Hyams --[No Operation]--> John Hyams --[(INV) directed_by]--> Dragon Eyes --[has_genre]--> Action
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in love with the proper stranger
Start Entity:     Love with the Proper Stranger
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Love with the Proper Stranger --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> Papillon --[in_language]--> English
Path (Raw):       Love with the Proper Stranger --[starred_actors]--> Steve McQueen --[(INV) starred_actors]--> Papillon --[in_language]--> English
Neg LogProb(↓):   0.007707
Path Entropy(↓):  0.054279
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did barbara sheldon act in
Start Entity:     Barbara Sheldon
Gold Answer:      [['The Lucky Texan']]
Predicted Ans:    The Lucky Texan
Predicted Path:   Barbara Sheldon --[(INV) starred_actors]--> The Lucky Texan --[starred_actors]--> Barbara Sheldon --[(INV) starred_actors]--> The Lucky Texan
Path (Raw):       Barbara Sheldon --[(INV) starred_actors]--> The Lucky Texan --[starred_actors]--> Barbara Sheldon --[(INV) starred_actors]--> The Lucky Texan
Neg LogProb(↓):   0.009238
Path Entropy(↓):  0.058274
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was zabriskie point released
Start Entity:     Zabriskie Point
Gold Answer:      [['1970']]
Predicted Ans:    1970
Predicted Path:   Zabriskie Point --[release_year]--> 1970 --[(INV) release_year]--> A Swedish Love Story --[release_year]--> 1970
Path (Raw):       Zabriskie Point --[release_year]--> 1970 --[(INV) release_year]--> A Swedish Love Story --[release_year]--> 1970
Neg LogProb(↓):   2.311238
Path Entropy(↓):  3.451582
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to the honeymoon killers
Start Entity:     The Honeymoon Killers
Gold Answer:      [['criterion']]
Predicted Ans:    criterion
Predicted Path:   The Honeymoon Killers --[written_by]--> Leonard Kastle --[(INV) written_by]--> The Honeymoon Killers --[has_tags]--> criterion
Path (Raw):       The Honeymoon Killers --[written_by]--> Leonard Kastle --[(INV) written_by]--> The Honeymoon Killers --[has_tags]--> criterion
Neg LogProb(↓):   0.013560
Path Entropy(↓):  0.075118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote dust
Start Entity:     Dust
Gold Answer:      [['Lelia Goldoni', 'Anthony Ray', 'Ben Carruthers', 'Hugh Hurd', 'Katrin Cartlidge', 'Grégoire Colin', 'Labina Mitevska']]
Predicted Ans:    Lelia Goldoni
Predicted Path:   Dust --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Shadows --[starred_actors]--> Lelia Goldoni
Path (Raw):       Dust --[written_by]--> Milcho Manchevski --[(INV) written_by]--> Shadows --[starred_actors]--> Lelia Goldoni
Neg LogProb(↓):   0.045702
Path Entropy(↓):  0.198762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with post mortem
Start Entity:     Post Mortem
Gold Answer:      [['Tony Manero']]
Predicted Ans:    Post Mortem
Predicted Path:   Post Mortem --[written_by]--> Pablo Larraín --[(INV) written_by]--> Post Mortem
Path (Raw):       Post Mortem --[written_by]--> Pablo Larraín --[(INV) written_by]--> Post Mortem --[No Operation]--> Post Mortem
Neg LogProb(↓):   0.012769
Path Entropy(↓):  0.068675
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the full monty is also the director of which films
Start Entity:     The Full Monty
Gold Answer:      [['Lucky Break', 'The Rocker']]
Predicted Ans:    The Rocker
Predicted Path:   The Full Monty --[directed_by]--> Peter Cattaneo --[(INV) directed_by]--> The Rocker
Path (Raw):       The Full Monty --[directed_by]--> Peter Cattaneo --[(INV) directed_by]--> The Rocker --[No Operation]--> The Rocker
Neg LogProb(↓):   0.196675
Path Entropy(↓):  0.475744
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share actors with the film vanishing point were in which languages
Start Entity:     Vanishing Point
Gold Answer:      [['Yiddish', 'German']]
Predicted Ans:    German
Predicted Path:   Vanishing Point --[starred_actors]--> Cleavon Little --[(INV) starred_actors]--> Blazing Saddles --[in_language]--> German
Path (Raw):       Vanishing Point --[starred_actors]--> Cleavon Little --[(INV) starred_actors]--> Blazing Saddles --[in_language]--> German
Neg LogProb(↓):   0.053225
Path Entropy(↓):  0.233830
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie come to the stable were released in which years
Start Entity:     Come to the Stable
Gold Answer:      [['1964', '1939', '2008', '1944', '1956', '1943']]
Predicted Ans:    1943
Predicted Path:   Come to the Stable --[written_by]--> Sally Benson --[(INV) written_by]--> Shadow of a Doubt --[release_year]--> 1943
Path (Raw):       Come to the Stable --[written_by]--> Sally Benson --[(INV) written_by]--> Shadow of a Doubt --[release_year]--> 1943
Neg LogProb(↓):   0.918274
Path Entropy(↓):  1.180884
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films written by raoul ruiz
Start Entity:     Raoul Ruiz
Gold Answer:      [['Stephen Dillane', 'John Malkovich']]
Predicted Ans:    John Malkovich
Predicted Path:   Raoul Ruiz --[(INV) written_by]--> Klimt --[starred_actors]--> John Malkovich
Path (Raw):       Raoul Ruiz --[No Operation]--> Raoul Ruiz --[(INV) written_by]--> Klimt --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.000453
Path Entropy(↓):  0.003943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in restaurant also appears in which movies
Start Entity:     Restaurant
Gold Answer:      [['The Pianist', 'The Experiment', 'Hollywoodland', 'Dummy', 'Oxygen', 'The Darjeeling Limited', 'Not Forgotten', 'American Heist', 'King Kong', 'Sunset Strip', 'The Last Time I Committed Suicide', "Harrison's Flowers", 'Wrecked', 'The Brothers Bloom', 'High School', 'Predators', 'Book of Love', 'Bullet', 'Judas Kiss', 'Newsies', 'Bread and Roses', 'Splice', 'Giallo', 'Detachment', 'Ten Benny', 'Summer of Sam']]
Predicted Ans:    The Experiment
Predicted Path:   Restaurant --[starred_actors]--> Adrien Brody --[(INV) starred_actors]--> The Experiment
Path (Raw):       Restaurant --[starred_actors]--> Adrien Brody --[No Operation]--> Adrien Brody --[(INV) starred_actors]--> The Experiment
Neg LogProb(↓):   0.531908
Path Entropy(↓):  1.358974
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the bride wore black
Start Entity:     The Bride Wore Black
Gold Answer:      [['1980', '1970', '1946', '1954', '1959', '1979', '1974', '1977', '1968', '1973', '1932', '1943', '1983', '1976', '1948', '2001', '1996', '1981', '1962', '1988', '1978', '1964', '1949', '1966', '1950', '1969']]
Predicted Ans:    1970
Predicted Path:   The Bride Wore Black --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[release_year]--> 1970
Path (Raw):       The Bride Wore Black --[written_by]--> François Truffaut --[(INV) written_by]--> The Wild Child --[release_year]--> 1970
Neg LogProb(↓):   1.344444
Path Entropy(↓):  2.400895
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with marlon wayans
Start Entity:     Marlon Wayans
Gold Answer:      [['Irma P. Hall', 'Jared Leto', 'Alec Guinness', 'Herbert Lom', 'Tom Hanks', 'Cecil Parker', 'Ellen Burstyn', 'Jennifer Connelly', 'Peter Sellers']]
Predicted Ans:    Marlon Wayans
Predicted Path:   Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[starred_actors]--> Marlon Wayans
Path (Raw):       Marlon Wayans --[No Operation]--> Marlon Wayans --[(INV) starred_actors]--> Don't Be a Menace to South Central While Drinking Your Juice in the Hood --[starred_actors]--> Marlon Wayans
Neg LogProb(↓):   0.004016
Path Entropy(↓):  0.028629
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The director of the internecine project is also the director of which films
Start Entity:     The Internecine Project
Gold Answer:      [['The Trials of Oscar Wilde', 'Cromwell', 'Sextette', 'Chitty Chitty Bang Bang']]
Predicted Ans:    Sextette
Predicted Path:   The Internecine Project --[directed_by]--> Ken Hughes --[(INV) directed_by]--> Sextette
Path (Raw):       The Internecine Project --[directed_by]--> Ken Hughes --[(INV) directed_by]--> Sextette --[No Operation]--> Sextette
Neg LogProb(↓):   0.931888
Path Entropy(↓):  1.156788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films starred by preston foster
Start Entity:     Preston Foster
Gold Answer:      [['Phil Karlson', 'Cecil B. DeMille', 'Howard Bretherton', 'Ernest B. Schoedsack', 'John Ford', 'George Stevens', 'William Keighley', 'Lewis Seiler', 'Joseph Losey', 'Merian C. Cooper']]
Predicted Ans:    William Keighley
Predicted Path:   Preston Foster --[(INV) starred_actors]--> Ladies They Talk About --[directed_by]--> William Keighley
Path (Raw):       Preston Foster --[No Operation]--> Preston Foster --[(INV) starred_actors]--> Ladies They Talk About --[directed_by]--> William Keighley
Neg LogProb(↓):   0.112943
Path Entropy(↓):  0.424628
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies written by edward riche
Start Entity:     Edward Riche
Gold Answer:      [['Sturla Gunnarsson']]
Predicted Ans:    Sturla Gunnarsson
Predicted Path:   Edward Riche --[(INV) written_by]--> Rare Birds --[directed_by]--> Sturla Gunnarsson
Path (Raw):       Edward Riche --[No Operation]--> Edward Riche --[(INV) written_by]--> Rare Birds --[directed_by]--> Sturla Gunnarsson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the chronicle of an escape director release
Start Entity:     Chronicle of an Escape
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Chronicle of an Escape --[directed_by]--> Adrián Caetano --[(INV) directed_by]--> Bolivia --[release_year]--> 2001
Path (Raw):       Chronicle of an Escape --[directed_by]--> Adrián Caetano --[(INV) directed_by]--> Bolivia --[release_year]--> 2001
Neg LogProb(↓):   0.015185
Path Entropy(↓):  0.078176
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film chimes at midnight are directed by who
Start Entity:     Chimes at Midnight
Gold Answer:      [['Kike Maíllo', 'George Pollock', 'Matt Cimber', 'Peter Glenville', 'Franco Zeffirelli', 'Jacques Demy', 'Richard Fleischer', 'Cary Fukunaga', 'Luis Buñuel', 'François Truffaut', 'Stuart Burge', 'David Lean', 'Carol Reed', 'Peter Greenaway', 'Steve Gordon', 'Jack Hofsiss', 'Roman Polanski', 'David Lynch', 'Bob Guccione', 'Alain Resnais', 'Henry Jaglom', 'Giancarlo Lui', 'Otto Preminger', 'Ismail Merchant', 'Benoît Jacquot', 'John Frankenheimer', 'Martin Ritt', 'Luchino Visconti', 'Michael Winner', 'Joseph Losey', 'Louis Malle', 'John G. Avildsen', 'Alfred Hitchcock', 'Richard Lester', 'Peter Yates', 'Tinto Brass', 'Delbert Mann', 'Jason Winer', 'Tony Richardson', 'Michelangelo Antonioni', 'Oliver Parker', 'Orson Welles', 'Egidio Coccimiglio', 'Lewis Gilbert', 'Joseph L. Mankiewicz', 'Robert Stevenson', 'Elia Kazan', 'Humphrey Jennings']]
Predicted Ans:    Benoît Jacquot
Predicted Path:   Chimes at Midnight --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Diary of a Chambermaid --[directed_by]--> Benoît Jacquot
Path (Raw):       Chimes at Midnight --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Diary of a Chambermaid --[directed_by]--> Benoît Jacquot
Neg LogProb(↓):   0.951566
Path Entropy(↓):  2.062777
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by peter berg release
Start Entity:     Peter Berg
Gold Answer:      [['1998', '2008', '2003', '2004', '2012', '2013', '2007']]
Predicted Ans:    2013
Predicted Path:   Peter Berg --[(INV) directed_by]--> Lone Survivor --[release_year]--> 2013
Path (Raw):       Peter Berg --[No Operation]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[release_year]--> 2013
Neg LogProb(↓):   0.396948
Path Entropy(↓):  1.190973
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote starlift
Start Entity:     Starlift
Gold Answer:      [['John Berry', 'Frank Ryan']]
Predicted Ans:    Frank Ryan
Predicted Path:   Starlift --[written_by]--> John D. Klorer --[(INV) written_by]--> Can't Help Singing --[directed_by]--> Frank Ryan
Path (Raw):       Starlift --[written_by]--> John D. Klorer --[(INV) written_by]--> Can't Help Singing --[directed_by]--> Frank Ryan
Neg LogProb(↓):   0.363688
Path Entropy(↓):  0.787365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies are about oliver hirschbiegel
Start Entity:     oliver hirschbiegel
Gold Answer:      [['Downfall', 'The Experiment']]
Predicted Ans:    The Experiment
Predicted Path:   oliver hirschbiegel --[(INV) has_tags]--> The Experiment --[written_by]--> Oliver Hirschbiegel --[(INV) written_by]--> The Experiment
Path (Raw):       oliver hirschbiegel --[(INV) has_tags]--> The Experiment --[written_by]--> Oliver Hirschbiegel --[(INV) written_by]--> The Experiment
Neg LogProb(↓):   0.150891
Path Entropy(↓):  0.517831
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of michael barak
Start Entity:     Michael Barak
Gold Answer:      [['Robert Harris', 'Tom Stoppard']]
Predicted Ans:    Tom Stoppard
Predicted Path:   Michael Barak --[(INV) written_by]--> Enigma --[written_by]--> Tom Stoppard
Path (Raw):       Michael Barak --[No Operation]--> Michael Barak --[(INV) written_by]--> Enigma --[written_by]--> Tom Stoppard
Neg LogProb(↓):   0.053492
Path Entropy(↓):  0.207600
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the detective actors
Start Entity:     The Detective
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Detective --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> A Hole in the Head --[has_genre]--> Comedy
Path (Raw):       The Detective --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> A Hole in the Head --[has_genre]--> Comedy
Neg LogProb(↓):   0.404349
Path Entropy(↓):  1.402939
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films ripley under ground are written by who
Start Entity:     Ripley Under Ground
Gold Answer:      [['Bruce Feirstein', 'Christopher Robbins', 'Ron Shelton', 'Arnold Schulman', 'Randy Shilts']]
Predicted Ans:    Christopher Robbins
Predicted Path:   Ripley Under Ground --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[written_by]--> Christopher Robbins
Path (Raw):       Ripley Under Ground --[directed_by]--> Roger Spottiswoode --[(INV) directed_by]--> Air America --[written_by]--> Christopher Robbins
Neg LogProb(↓):   0.097950
Path Entropy(↓):  0.325079
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by claudia llosa starred which actors
Start Entity:     Claudia Llosa
Gold Answer:      [['Cillian Murphy', 'Mélanie Laurent', 'Jennifer Connelly', 'Magaly Solier']]
Predicted Ans:    Magaly Solier
Predicted Path:   Claudia Llosa --[(INV) directed_by]--> The Milk of Sorrow --[starred_actors]--> Magaly Solier
Path (Raw):       Claudia Llosa --[No Operation]--> Claudia Llosa --[(INV) directed_by]--> The Milk of Sorrow --[starred_actors]--> Magaly Solier
Neg LogProb(↓):   0.027472
Path Entropy(↓):  0.124519
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of 10 rillington place
Start Entity:     10 Rillington Place
Gold Answer:      [['Ray Milland', 'Richard Attenborough', 'Richard Egan', 'Farley Granger', 'Jane Russell', 'Arnold Schwarzenegger', 'Louis Jourdan', 'Henry Fonda', 'Ernest Borgnine', 'Robert Wagner', 'Donald Pleasence', 'Raquel Welch', 'Silvana Mangano', 'Martin Balsam', 'Anthony Quinn', 'Sandahl Bergman', 'Paul L. Smith', 'Joan Collins', 'Joseph Cotten', 'Joe Mantegna', 'Robert Mitchum', 'William Lundigan', 'Al Jolson', 'Jane Alexander', 'Charlton Heston', 'Jeff Corey', 'Marie Windsor', 'Jacqueline White', 'Dorothy Patrick', 'Charles McGraw', 'Broderick Crawford', "Edmond O'Brien", 'Victor Mature', 'Rex Harrison', 'Heather Graham', 'Buddy Ebsen', 'Stephen Boyd', 'Kevin Dillon', 'Glenn Jacobs', 'Susan George', 'Stacy Keach', 'Terry Moore', 'Laurence Olivier', 'Lucie Arnaz', 'Katy Jurado', 'Tony Curtis', 'Janet Leigh', 'Samantha Eggar', 'Anthony Newley', 'Dean Stockwell', 'Mia Farrow', 'Kirk Douglas', 'Perry King', 'George C. Scott', 'Mako', 'Brigitte Nielsen', 'Wilt Chamberlain', 'Charles Bronson', 'Grace Jones', 'Stephen McNally', 'Vincent Price', 'Charles Boyer', 'Scott Wilson', 'Neil Diamond', 'Bobby Driscoll', 'Colleen Dewhurst', 'Orson Welles', 'Trish Van Devere', 'Tony Musante', 'Bradford Dillman', 'James Mason', 'Arthur Kennedy']]
Predicted Ans:    Charlton Heston
Predicted Path:   10 Rillington Place --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Soylent Green --[starred_actors]--> Charlton Heston
Path (Raw):       10 Rillington Place --[directed_by]--> Richard Fleischer --[(INV) directed_by]--> Soylent Green --[starred_actors]--> Charlton Heston
Neg LogProb(↓):   0.407794
Path Entropy(↓):  1.238952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose writers also wrote kiki's delivery service
Start Entity:     Kiki's Delivery Service
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Kiki's Delivery Service --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Porco Rosso --[in_language]--> Japanese
Path (Raw):       Kiki's Delivery Service --[written_by]--> Hayao Miyazaki --[(INV) written_by]--> Porco Rosso --[in_language]--> Japanese
Neg LogProb(↓):   0.676760
Path Entropy(↓):  1.524355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the milagro beanfield war
Start Entity:     The Milagro Beanfield War
Gold Answer:      [['Lem Dobbs', 'Steven Pressfield', 'James D. Solomon', 'Neil Gordon', 'Judith Guest', 'Alvin Sargent', 'Norman Maclean', 'Richard Friedenberg', 'Matthew Michael Carnahan', 'Paul Attanasio', 'Richard N. Goodwin']]
Predicted Ans:    Matthew Michael Carnahan
Predicted Path:   The Milagro Beanfield War --[directed_by]--> Robert Redford --[(INV) directed_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Path (Raw):       The Milagro Beanfield War --[directed_by]--> Robert Redford --[(INV) directed_by]--> Lions for Lambs --[written_by]--> Matthew Michael Carnahan
Neg LogProb(↓):   0.292966
Path Entropy(↓):  0.867668
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films that share directors with guns at batasi in
Start Entity:     Guns at Batasi
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Guns at Batasi --[directed_by]--> John Guillermin --[(INV) directed_by]--> The Bridge at Remagen --[in_language]--> German
Path (Raw):       Guns at Batasi --[directed_by]--> John Guillermin --[(INV) directed_by]--> The Bridge at Remagen --[in_language]--> German
Neg LogProb(↓):   0.000371
Path Entropy(↓):  0.003646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Describe the movie la vie en rose in a few words
Start Entity:     La Vie en Rose
Gold Answer:      [['french', 'marion cotillard']]
Predicted Ans:    french
Predicted Path:   La Vie en Rose --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Path (Raw):       La Vie en Rose --[has_tags]--> french --[(INV) has_tags]--> Belle and Sebastian --[has_tags]--> french
Neg LogProb(↓):   0.144773
Path Entropy(↓):  0.456875
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed voyage to the prehistoric planet
Start Entity:     Voyage to the Prehistoric Planet
Gold Answer:      [['Curtis Harrington']]
Predicted Ans:    Curtis Harrington
Predicted Path:   Voyage to the Prehistoric Planet --[directed_by]--> Curtis Harrington --[(INV) written_by]--> Night Tide --[directed_by]--> Curtis Harrington
Path (Raw):       Voyage to the Prehistoric Planet --[directed_by]--> Curtis Harrington --[(INV) written_by]--> Night Tide --[directed_by]--> Curtis Harrington
Neg LogProb(↓):   0.615245
Path Entropy(↓):  0.689917
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in harriet the spy
Start Entity:     Harriet the Spy
Gold Answer:      [['2005', '2006', '1999', '2014', '1974']]
Predicted Ans:    2006
Predicted Path:   Harriet the Spy --[starred_actors]--> Michelle Trachtenberg --[(INV) starred_actors]--> Black Christmas --[release_year]--> 2006
Path (Raw):       Harriet the Spy --[starred_actors]--> Michelle Trachtenberg --[(INV) starred_actors]--> Black Christmas --[release_year]--> 2006
Neg LogProb(↓):   0.592362
Path Entropy(↓):  0.954160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by buck henry
Start Entity:     Buck Henry
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Buck Henry --[(INV) starred_actors]--> Gloria --[in_language]--> Spanish
Path (Raw):       Buck Henry --[No Operation]--> Buck Henry --[(INV) starred_actors]--> Gloria --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The scriptwriter of johnny suede also wrote which films
Start Entity:     Johnny Suede
Gold Answer:      [['Living in Oblivion', 'The Real Blonde', 'Delirious']]
Predicted Ans:    Delirious
Predicted Path:   Johnny Suede --[written_by]--> Tom DiCillo --[(INV) written_by]--> Delirious
Path (Raw):       Johnny Suede --[written_by]--> Tom DiCillo --[(INV) written_by]--> Delirious --[No Operation]--> Delirious
Neg LogProb(↓):   0.341348
Path Entropy(↓):  0.786453
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of lee sternthal written films
Start Entity:     Lee Sternthal
Gold Answer:      [['Brian Klugman']]
Predicted Ans:    Brian Klugman
Predicted Path:   Lee Sternthal --[(INV) directed_by]--> The Words --[directed_by]--> Brian Klugman
Path (Raw):       Lee Sternthal --[No Operation]--> Lee Sternthal --[(INV) directed_by]--> The Words --[directed_by]--> Brian Klugman
Neg LogProb(↓):   0.089920
Path Entropy(↓):  0.340150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of light sleeper
Start Entity:     Light Sleeper
Gold Answer:      [['Auto Focus', 'How to Make Money Selling Drugs', 'Mississippi Burning', 'Fly Away Home', 'Jeff, Who Lives at Home', 'The Rocky Horror Picture Show', 'The Dust of Time', 'The Hunter', 'The Boondock Saints', 'Spider-Man', 'Triumph of the Spirit', 'Mr. Woodcock', 'John Wick', 'Go Go Tales', 'In the Valley of Elah', 'Antichrist', 'The Loveless', 'Flight of the Intruder', 'Solitary Man', 'The Last Temptation of Christ', 'Edges of the Lord', 'The Witches of Eastwick', 'The Other Side of Midnight', 'The Banger Sisters', 'Elizabethtown', 'Anamorph', 'Fireflies in the Garden', 'The Client', 'Exit to Eden', 'Wide Awake', 'New Rose Hotel', 'Stepmom', 'Tempest', 'Spin', 'Bull Durham', 'The Hunger', 'White Sands', 'Twilight', 'Atlantic City', 'Animal Factory', 'White Palace', 'Middle of Nowhere', 'The Lovely Bones', 'Adam Resurrected', 'Bad Country', 'The Greatest', 'John Carter', 'Safe Passage', 'Shadow of the Vampire', 'The Last of Robin Hood', 'Joe', 'Snitch', 'Platoon', 'To Live and Die in L.A.', 'Irresistible', 'Arbitrage', 'The Great Waldo Pepper', 'Off Limits', 'Pretty Baby', 'Manderlay', 'Tammy', 'Dead Man Walking', 'Live Nude Girls', 'Speed Racer', 'Noel']]
Predicted Ans:    Atlantic City
Predicted Path:   Light Sleeper --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City
Path (Raw):       Light Sleeper --[starred_actors]--> Susan Sarandon --[No Operation]--> Susan Sarandon --[(INV) starred_actors]--> Atlantic City
Neg LogProb(↓):   1.166408
Path Entropy(↓):  2.423010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in tall in the saddle
Start Entity:     Tall in the Saddle
Gold Answer:      [['Romance', 'Music', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Crime']]
Predicted Ans:    War
Predicted Path:   Tall in the Saddle --[starred_actors]--> Ward Bond --[(INV) starred_actors]--> Operation Pacific --[has_genre]--> War
Path (Raw):       Tall in the Saddle --[starred_actors]--> Ward Bond --[(INV) starred_actors]--> Operation Pacific --[has_genre]--> War
Neg LogProb(↓):   0.716590
Path Entropy(↓):  1.547659
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie his girl friday
Start Entity:     His Girl Friday
Gold Answer:      [['1970', '2003', '1935', '1974', '1939', '1933', '1957', '1953', '1947', '1932', '1931', '1995', '1942', '1940', '2011', '1962', '1934', '1949', '1950', '1960', '1929', '1945', '1937', '1952', '1958', '1930']]
Predicted Ans:    1957
Predicted Path:   His Girl Friday --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[release_year]--> 1957
Path (Raw):       His Girl Friday --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[release_year]--> 1957
Neg LogProb(↓):   1.195309
Path Entropy(↓):  2.761894
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in story of a love affair
Start Entity:     Story of a Love Affair
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Story of a Love Affair --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       Story of a Love Affair --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.867160
Path Entropy(↓):  3.107121
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of this film is not yet rated
Start Entity:     This Film Is Not Yet Rated
Gold Answer:      [["Vincent D'Onofrio", 'Kirby Dick', 'Amy Ziering', 'Marlyn Mason', 'Takeshi Kitano', 'Beah Richards', 'Robert Culp', 'Hope Davis']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   This Film Is Not Yet Rated --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[starred_actors]--> Takeshi Kitano
Path (Raw):       This Film Is Not Yet Rated --[written_by]--> Kirby Dick --[(INV) written_by]--> Outrage --[starred_actors]--> Takeshi Kitano
Neg LogProb(↓):   0.069625
Path Entropy(↓):  0.253711
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film bloody pit of horror was directed by who
Start Entity:     Bloody Pit of Horror
Gold Answer:      [['Massimo Pupillo']]
Predicted Ans:    Massimo Pupillo
Predicted Path:   Bloody Pit of Horror --[directed_by]--> Massimo Pupillo --[(INV) directed_by]--> Bloody Pit of Horror --[directed_by]--> Massimo Pupillo
Path (Raw):       Bloody Pit of Horror --[directed_by]--> Massimo Pupillo --[(INV) directed_by]--> Bloody Pit of Horror --[directed_by]--> Massimo Pupillo
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie rebellion are written by who
Start Entity:     Rebellion
Gold Answer:      [['Jez Butterworth']]
Predicted Ans:    Jez Butterworth
Predicted Path:   Rebellion --[starred_actors]--> Mathieu Kassovitz --[(INV) starred_actors]--> Birthday Girl --[written_by]--> Jez Butterworth
Path (Raw):       Rebellion --[starred_actors]--> Mathieu Kassovitz --[(INV) starred_actors]--> Birthday Girl --[written_by]--> Jez Butterworth
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000318
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by hoagy carmichael released
Start Entity:     Hoagy Carmichael
Gold Answer:      [['1950']]
Predicted Ans:    1950
Predicted Path:   Hoagy Carmichael --[(INV) starred_actors]--> Young Man with a Horn --[release_year]--> 1950
Path (Raw):       Hoagy Carmichael --[No Operation]--> Hoagy Carmichael --[(INV) starred_actors]--> Young Man with a Horn --[release_year]--> 1950
Neg LogProb(↓):   0.000014
Path Entropy(↓):  0.000174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies directed by laurence merrick released
Start Entity:     Laurence Merrick
Gold Answer:      [['1973']]
Predicted Ans:    1973
Predicted Path:   Laurence Merrick --[(INV) directed_by]--> Manson --[release_year]--> 1973
Path (Raw):       Laurence Merrick --[No Operation]--> Laurence Merrick --[(INV) directed_by]--> Manson --[release_year]--> 1973
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by harlan coben
Start Entity:     Harlan Coben
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Harlan Coben --[(INV) written_by]--> Tell No One --[in_language]--> French
Path (Raw):       Harlan Coben --[No Operation]--> Harlan Coben --[(INV) written_by]--> Tell No One --[in_language]--> French
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is g
Start Entity:     G
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   G --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       G --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.147085
Path Entropy(↓):  4.425541
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of basic instinct 2 starred who
Start Entity:     Basic Instinct 2
Gold Answer:      [['William Hurt', 'Tim Robbins', 'Bridget Moynahan', 'Ryan Gosling']]
Predicted Ans:    William Hurt
Predicted Path:   Basic Instinct 2 --[written_by]--> Henry Bean --[(INV) written_by]--> Noise --[starred_actors]--> William Hurt
Path (Raw):       Basic Instinct 2 --[written_by]--> Henry Bean --[(INV) written_by]--> Noise --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.085630
Path Entropy(↓):  0.312448
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was southern comfort directed by
Start Entity:     Southern Comfort
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   Southern Comfort --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Path (Raw):       Southern Comfort --[directed_by]--> Walter Hill --[(INV) directed_by]--> Hard Times --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.143036
Path Entropy(↓):  0.537904
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of the quatermass xperiment
Start Entity:     The Quatermass Xperiment
Gold Answer:      [['Kansas Raiders', 'The Virginian', 'Wake Island', 'Kiss of Death', 'Command Decision', 'The Glass Key', 'Hangmen Also Die!', 'Born Reckless', 'Beau Geste', 'Impact', 'How to Stuff a Wild Bikini', 'The Great McGinty', 'Allegheny Uprising', 'Billy the Kid']]
Predicted Ans:    Hangmen Also Die!
Predicted Path:   The Quatermass Xperiment --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Hangmen Also Die!
Path (Raw):       The Quatermass Xperiment --[starred_actors]--> Brian Donlevy --[No Operation]--> Brian Donlevy --[(INV) starred_actors]--> Hangmen Also Die!
Neg LogProb(↓):   1.072540
Path Entropy(↓):  1.489461
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film forest warrior
Start Entity:     Forest Warrior
Gold Answer:      [['1983', '1988', '1980', '1978', '2000', '1995', '2005', '1991', '1982', '1985', '1979', '1981', '1986', '1984', '1977']]
Predicted Ans:    1985
Predicted Path:   Forest Warrior --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> Invasion U.S.A. --[release_year]--> 1985
Path (Raw):       Forest Warrior --[starred_actors]--> Chuck Norris --[(INV) starred_actors]--> Invasion U.S.A. --[release_year]--> 1985
Neg LogProb(↓):   1.009537
Path Entropy(↓):  1.824291
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie heartburn
Start Entity:     Heartburn
Gold Answer:      [['1983', '1998', '1950', '1990', '1992', '1989', '1993', '2005', '1996', '1994', '1945', '2011']]
Predicted Ans:    1986
Predicted Path:   Heartburn --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[release_year]--> 1986
Path (Raw):       Heartburn --[written_by]--> Nora Ephron --[(INV) written_by]--> Heartburn --[release_year]--> 1986
Neg LogProb(↓):   0.969485
Path Entropy(↓):  1.314229
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the films that share actors with the film black hawk down
Start Entity:     Black Hawk Down
Gold Answer:      [['1980', '1946', '2008', '2003', '1993', '2006', '2015', '2007', '1998', '2009', '2010', '2004', '2014', '1994', '1995', '2001', '1996', '2002', '2012', '2011', '2013', '2000', '1997', '2005', '1991', '1999']]
Predicted Ans:    1994
Predicted Path:   Black Hawk Down --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Shallow Grave --[release_year]--> 1994
Path (Raw):       Black Hawk Down --[starred_actors]--> Ewan McGregor --[(INV) starred_actors]--> Shallow Grave --[release_year]--> 1994
Neg LogProb(↓):   1.313666
Path Entropy(↓):  3.015771
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by alison snowden were in which genres
Start Entity:     Alison Snowden
Gold Answer:      [['Animation', 'Short']]
Predicted Ans:    Animation
Predicted Path:   Alison Snowden --[(INV) written_by]--> Bob's Birthday --[has_genre]--> Animation
Path (Raw):       Alison Snowden --[No Operation]--> Alison Snowden --[(INV) written_by]--> Bob's Birthday --[has_genre]--> Animation
Neg LogProb(↓):   0.666249
Path Entropy(↓):  0.692788
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of julia
Start Entity:     Julia
Gold Answer:      [['The Amazing Spider-Man', 'Paper Moon', 'The Little Foxes', 'Gambit', "Other People's Money", 'These Three', 'Unfaithful', 'The Dark Angel', 'Nuts', 'The Effect of Gamma Rays on Man-in-the-Moon Marigolds', 'Watch on the Rhine', 'The Sterile Cuckoo', 'White Palace', 'Toys in the Attic', 'Spider-Man 3', 'Bogus', "The Children's Hour", 'Ordinary People', 'The North Star', 'The Dreamlife of Angels', 'Spider-Man 2']]
Predicted Ans:    The Amazing Spider-Man
Predicted Path:   Julia --[written_by]--> Alvin Sargent --[(INV) written_by]--> The Amazing Spider-Man
Path (Raw):       Julia --[No Operation]--> Julia --[written_by]--> Alvin Sargent --[(INV) written_by]--> The Amazing Spider-Man
Neg LogProb(↓):   1.225831
Path Entropy(↓):  1.899252
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by james hill in
Start Entity:     James Hill
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   James Hill --[(INV) written_by]--> Black Beauty --[has_genre]--> Drama
Path (Raw):       James Hill --[No Operation]--> James Hill --[(INV) written_by]--> Black Beauty --[has_genre]--> Drama
Neg LogProb(↓):   0.693379
Path Entropy(↓):  0.695323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the masque of the red death
Start Entity:     The Masque of the Red Death
Gold Answer:      [['Your Vice Is a Locked Room and Only I Have the Key', 'The Intruder', 'Brain Dead', 'The Haunted Palace', 'The Pit and the Pendulum', 'Tales of Terror', 'The Fall of the House of Usher', 'Phantom of the Rue Morgue', 'Murders in the Rue Morgue', 'The Tomb of Ligeia', 'The Black Cat', 'Two Evil Eyes', 'House of Usher', 'Stonehearst Asylum', 'Queen of Outer Space', 'Spirits of the Dead', 'The Raven', '7 Faces of Dr. Lao']]
Predicted Ans:    Your Vice Is a Locked Room and Only I Have the Key
Predicted Path:   The Masque of the Red Death --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key
Path (Raw):       The Masque of the Red Death --[written_by]--> Edgar Allan Poe --[(INV) written_by]--> Your Vice Is a Locked Room and Only I Have the Key --[No Operation]--> Your Vice Is a Locked Room and Only I Have the Key
Neg LogProb(↓):   0.953481
Path Entropy(↓):  2.186357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does brendan coyle act in
Start Entity:     Brendan Coyle
Gold Answer:      [['Offside']]
Predicted Ans:    Offside
Predicted Path:   Brendan Coyle --[(INV) starred_actors]--> Offside --[written_by]--> Mårten Klingberg --[(INV) written_by]--> Offside
Path (Raw):       Brendan Coyle --[(INV) starred_actors]--> Offside --[written_by]--> Mårten Klingberg --[(INV) written_by]--> Offside
Neg LogProb(↓):   0.006518
Path Entropy(↓):  0.042010
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in cobra verde
Start Entity:     Cobra Verde
Gold Answer:      [['Italian', 'English', 'Spanish', 'German']]
Predicted Ans:    Italian
Predicted Path:   Cobra Verde --[starred_actors]--> Klaus Kinski --[(INV) starred_actors]--> Vampire in Venice --[in_language]--> Italian
Path (Raw):       Cobra Verde --[starred_actors]--> Klaus Kinski --[(INV) starred_actors]--> Vampire in Venice --[in_language]--> Italian
Neg LogProb(↓):   0.463230
Path Entropy(↓):  0.868285
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by claude laydu
Start Entity:     Claude Laydu
Gold Answer:      [['Georges Bernanos', 'Robert Bresson']]
Predicted Ans:    Robert Bresson
Predicted Path:   Claude Laydu --[(INV) starred_actors]--> Diary of a Country Priest --[written_by]--> Robert Bresson
Path (Raw):       Claude Laydu --[No Operation]--> Claude Laydu --[(INV) starred_actors]--> Diary of a Country Priest --[written_by]--> Robert Bresson
Neg LogProb(↓):   0.025374
Path Entropy(↓):  0.117114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of a most wanted man
Start Entity:     A Most Wanted Man
Gold Answer:      [['2010', '2007']]
Predicted Ans:    2010
Predicted Path:   A Most Wanted Man --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> The American --[release_year]--> 2010
Path (Raw):       A Most Wanted Man --[directed_by]--> Anton Corbijn --[(INV) directed_by]--> The American --[release_year]--> 2010
Neg LogProb(↓):   0.160681
Path Entropy(↓):  0.480238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in sergeant york
Start Entity:     Sergeant York
Gold Answer:      [['Frank R. Adams', 'Dashiell Hammett', 'Dudley Nichols', 'Claude Anet', 'Robert Hardy Andrews', 'Robert Carson', 'Nora Roberts', 'Benjamin Glazer', 'Edwin Justus Mayer', 'Hans Székely', 'Robert A. Stemmle', 'Ernst Lubitsch', 'Melville Baker', 'Sylvia Thalberg', 'Thomas Mitchell', 'Herman J. Mankiewicz', 'Nunnally Johnson', 'Alan Le May', 'Borden Chase', 'Ben Hecht', 'James Hagan', 'Upton Sinclair', 'Fritz Lang', 'Glendon Swarthout', 'Clifford Odets', 'Waldemar Young', 'Vincent Lawrence', 'Billy Wilder', 'Cid Ricketts Sumner', 'Irene Castle', 'Sonya Levien', 'Ayn Rand', 'I.A.L. Diamond', 'Robert Rossen', 'Corydon M. Wassell', 'Will C. Brown', 'Joseph Stefano', 'Oscar Hammerstein II', 'James Hilton', 'Edwin H. Knopf', 'Lewis Carroll', 'Joseph L. Mankiewicz', 'Max Ehrlich', 'Laurence Stallings', 'Grover Jones', 'Charles L. Clifford', 'Ernest Hemingway', 'James H. Street', 'Jo Swerling', 'Niven Busch', 'Richard Sherman', 'Samuel Hoffenstein', 'Stuart N. Lake', 'Dorothy Yost', 'Clarence Budington Kelland', 'William Bowers', 'Edna Ferber', 'Vereen Bell', 'Floyd Dell', 'Oliver H.P. Garrett', 'Charles G. Booth', 'Lillian Hellman', 'Michael Wilson', 'Robert Riskin', 'S.N. Behrman', 'Jules Furthman', 'Laura Bower Van Nuys', 'Corey Ford', 'Alastair MacBain', 'Linda Woolverton', 'Philip Dunne', "John O'Hara", 'Casey Robinson', 'C. Gardner Sullivan', 'John Wexley', 'Bertolt Brecht', 'Hammond Innes', 'Carl Foreman', 'Charles Schnee', 'Jessamyn West', 'Benno Vigny', 'Paul Gallico', 'Achmed Abdullah', 'Leo McCarey', 'John L. Balderston', 'Kenneth Roberts', 'Harold Bell Wright', 'Robert W. Chambers', 'William Slavens McNutt', 'Reginald Rose', 'Jack Kirkland']]
Predicted Ans:    Benjamin Glazer
Predicted Path:   Sergeant York --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Path (Raw):       Sergeant York --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[written_by]--> Benjamin Glazer
Neg LogProb(↓):   2.357677
Path Entropy(↓):  2.706075
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by corin nemec
Start Entity:     Corin Nemec
Gold Answer:      [['Mark Atkins']]
Predicted Ans:    Mark Atkins
Predicted Path:   Corin Nemec --[(INV) starred_actors]--> Sand Sharks --[directed_by]--> Mark Atkins
Path (Raw):       Corin Nemec --[No Operation]--> Corin Nemec --[(INV) starred_actors]--> Sand Sharks --[directed_by]--> Mark Atkins
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was dirty pictures directed by
Start Entity:     Dirty Pictures
Gold Answer:      [['Frank Pierson']]
Predicted Ans:    Adam Marcus
Predicted Path:   Dirty Pictures --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy --[directed_by]--> Adam Marcus
Path (Raw):       Dirty Pictures --[directed_by]--> Frank Pierson --[(INV) directed_by]--> Conspiracy --[directed_by]--> Adam Marcus
Neg LogProb(↓):   0.205257
Path Entropy(↓):  0.538842
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What year was the movie evolution released
Start Entity:     Evolution
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Evolution --[release_year]--> 2001 --[(INV) release_year]--> The Profit --[release_year]--> 2001
Path (Raw):       Evolution --[release_year]--> 2001 --[(INV) release_year]--> The Profit --[release_year]--> 2001
Neg LogProb(↓):   3.382039
Path Entropy(↓):  4.526400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by michel boisrond
Start Entity:     Michel Boisrond
Gold Answer:      [['Come Dance with Me!']]
Predicted Ans:    A Night to Remember
Predicted Path:   Michel Boisrond --[(INV) written_by]--> Come Dance with Me! --[written_by]--> Kelley Roos --[(INV) written_by]--> A Night to Remember
Path (Raw):       Michel Boisrond --[(INV) written_by]--> Come Dance with Me! --[written_by]--> Kelley Roos --[(INV) written_by]--> A Night to Remember
Neg LogProb(↓):   0.527978
Path Entropy(↓):  0.678999
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are film co - writers of bernard c. schoenfeld
Start Entity:     Bernard C. Schoenfeld
Gold Answer:      [['Ursula Parrott', 'Virginia Kellogg']]
Predicted Ans:    Ursula Parrott
Predicted Path:   Bernard C. Schoenfeld --[(INV) written_by]--> There's Always Tomorrow --[written_by]--> Ursula Parrott
Path (Raw):       Bernard C. Schoenfeld --[No Operation]--> Bernard C. Schoenfeld --[(INV) written_by]--> There's Always Tomorrow --[written_by]--> Ursula Parrott
Neg LogProb(↓):   0.040653
Path Entropy(↓):  0.168321
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of two rode together
Start Entity:     Two Rode Together
Gold Answer:      [['Laurence Stallings', 'Peter B. Kyne', 'Sam Hellman', 'Samuel G. Engel', "Eugene O'Neill", 'Philip Klein', 'Philip Dunne', 'Janet Green', 'Dudley Nichols', 'Lamar Trotti', 'Wilson Collison', 'Irvin S. Cobb', 'John Steinbeck', 'Jo Swerling', 'Julien Josephson', 'Ernest Haycox', 'Sinclair Lewis', "Edwin O'Connor", 'John Ford', 'Sy Gomberg', 'Dorothy M. Johnson', 'James Gould Cozzens', 'Winston Miller', 'Richard Llewellyn', 'Walter D. Edmonds', 'Frank S. Nugent', "Liam O'Flaherty", 'Roy Huggins', 'James Warner Bellah', 'Maxwell Anderson', 'Nunnally Johnson', 'Talbot Mundy', 'James R. Webb', 'Joshua Logan', 'Rudyard Kipling', 'Alan Le May', 'Ernest Pascal', 'Philip MacDonald', 'Robert Riskin', 'Maurice Walsh', 'Armyan Bernstein', 'Terry Swinton', 'Sam Chaiton', 'Sidney Howard', 'Dan Gordon', 'Garrett Fort', "Sean O'Casey", 'John McCormick', 'William L. White', 'Graham Greene', 'Thomas Heggen', 'Norah Lofts', 'Erskine Caldwell', 'James Norman Hall', 'W.R. Burnett', 'James Kevin McGuinness', 'Donald Henderson Clarke', 'John Lee Mahin', 'Martin Rackin', 'Harold Sinclair', 'Marty Maher', 'Willis Goldbeck']]
Predicted Ans:    Dudley Nichols
Predicted Path:   Two Rode Together --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach --[written_by]--> Dudley Nichols
Path (Raw):       Two Rode Together --[directed_by]--> John Ford --[(INV) directed_by]--> Stagecoach --[written_by]--> Dudley Nichols
Neg LogProb(↓):   1.986580
Path Entropy(↓):  2.674007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with corey yuen
Start Entity:     Corey Yuen
Gold Answer:      [['Jeffrey Lau', 'Louis Leterrier']]
Predicted Ans:    Corey Yuen
Predicted Path:   Corey Yuen --[(INV) directed_by]--> The Transporter --[directed_by]--> Corey Yuen
Path (Raw):       Corey Yuen --[No Operation]--> Corey Yuen --[(INV) directed_by]--> The Transporter --[directed_by]--> Corey Yuen
Neg LogProb(↓):   0.171894
Path Entropy(↓):  0.447326
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the creator of the film script for i'm not scared
Start Entity:     I'm Not Scared
Gold Answer:      [['Niccolò Ammaniti']]
Predicted Ans:    Niccolò Ammaniti
Predicted Path:   I'm Not Scared --[written_by]--> Niccolò Ammaniti --[(INV) written_by]--> I'm Not Scared --[written_by]--> Niccolò Ammaniti
Path (Raw):       I'm Not Scared --[written_by]--> Niccolò Ammaniti --[(INV) written_by]--> I'm Not Scared --[written_by]--> Niccolò Ammaniti
Neg LogProb(↓):   0.002032
Path Entropy(↓):  0.014611
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of caged
Start Entity:     Caged
Gold Answer:      [['Bernard C. Schoenfeld', 'Virginia Kellogg']]
Predicted Ans:    Bernard C. Schoenfeld
Predicted Path:   Caged --[written_by]--> Bernard C. Schoenfeld --[(INV) written_by]--> There's Always Tomorrow --[written_by]--> Bernard C. Schoenfeld
Path (Raw):       Caged --[written_by]--> Bernard C. Schoenfeld --[(INV) written_by]--> There's Always Tomorrow --[written_by]--> Bernard C. Schoenfeld
Neg LogProb(↓):   0.101060
Path Entropy(↓):  0.325770
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies written by frederick lonsdale
Start Entity:     Frederick Lonsdale
Gold Answer:      [['Richard Boleslawski', 'George Fitzmaurice', 'Dorothy Arzner']]
Predicted Ans:    George Fitzmaurice
Predicted Path:   Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[directed_by]--> George Fitzmaurice
Path (Raw):       Frederick Lonsdale --[No Operation]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[directed_by]--> George Fitzmaurice
Neg LogProb(↓):   0.300729
Path Entropy(↓):  0.572766
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of one foot in heaven
Start Entity:     One Foot in Heaven
Gold Answer:      [['Sam Wood', 'Edmund Goulding', 'Fritz Lang', 'Robert Guédiguian', 'Rachid Bouchareb', 'Archie Mayo', 'Irving Rapper', 'Henry King', 'Michael Curtiz', 'Anatole Litvak']]
Predicted Ans:    Irving Rapper
Predicted Path:   One Foot in Heaven --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[directed_by]--> Irving Rapper
Path (Raw):       One Foot in Heaven --[written_by]--> Casey Robinson --[(INV) written_by]--> Now, Voyager --[directed_by]--> Irving Rapper
Neg LogProb(↓):   0.807131
Path Entropy(↓):  1.283529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies written by javier fesser in
Start Entity:     Javier Fesser
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Javier Fesser --[(INV) written_by]--> Camino --[in_language]--> Spanish
Path (Raw):       Javier Fesser --[No Operation]--> Javier Fesser --[(INV) written_by]--> Camino --[in_language]--> Spanish
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000044
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of romancing the stone
Start Entity:     Romancing the Stone
Gold Answer:      [['Death Becomes Her', 'Back to the Future', 'I Wanna Hold Your Hand', 'Forrest Gump', 'Back to the Future Part II', 'Back to the Future Part III', 'What Lies Beneath', 'Flight', 'A Christmas Carol', 'Contact', 'Used Cars', 'The Polar Express', 'Cast Away', 'Who Framed Roger Rabbit', 'Beowulf']]
Predicted Ans:    Beowulf
Predicted Path:   Romancing the Stone --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf
Path (Raw):       Romancing the Stone --[directed_by]--> Robert Zemeckis --[(INV) directed_by]--> Beowulf --[No Operation]--> Beowulf
Neg LogProb(↓):   0.207649
Path Entropy(↓):  0.790639
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films written by timothy scott bogart fall under
Start Entity:     Timothy Scott Bogart
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Timothy Scott Bogart --[(INV) written_by]--> Extreme Ops --[has_genre]--> Thriller
Path (Raw):       Timothy Scott Bogart --[No Operation]--> Timothy Scott Bogart --[(INV) written_by]--> Extreme Ops --[has_genre]--> Thriller
Neg LogProb(↓):   0.117303
Path Entropy(↓):  0.347944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie five weeks in a balloon were released in which years
Start Entity:     Five Weeks in a Balloon
Gold Answer:      [['1978', '1972', '1960', '1979', '1961']]
Predicted Ans:    1960
Predicted Path:   Five Weeks in a Balloon --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Lost World --[release_year]--> 1960
Path (Raw):       Five Weeks in a Balloon --[directed_by]--> Irwin Allen --[(INV) directed_by]--> The Lost World --[release_year]--> 1960
Neg LogProb(↓):   0.939053
Path Entropy(↓):  1.243215
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie w. c. fields and me, when was it released
Start Entity:     W.C. Fields and Me
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   W.C. Fields and Me --[written_by]--> Bob Merrill --[(INV) written_by]--> W.C. Fields and Me --[release_year]--> 1976
Path (Raw):       W.C. Fields and Me --[written_by]--> Bob Merrill --[(INV) written_by]--> W.C. Fields and Me --[release_year]--> 1976
Neg LogProb(↓):   0.387581
Path Entropy(↓):  0.698152
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of flickering lights
Start Entity:     Flickering Lights
Gold Answer:      [['Nicolas Bro', 'Ulrich Thomsen', 'Nikolaj Lie Kaas', 'Natalie Portman', 'Eva Green', 'Mads Mikkelsen', 'Jeffrey Dean Morgan', 'Line Kruse', 'Connie Nielsen', 'Jake Gyllenhaal', 'Tobey Maguire', 'Mikael Persbrandt']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   Flickering Lights --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[starred_actors]--> Mads Mikkelsen
Path (Raw):       Flickering Lights --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.588694
Path Entropy(↓):  1.112943
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies starred by david keith released
Start Entity:     David Keith
Gold Answer:      [['1983', '1988', '1987', '2003', '1981', '1984']]
Predicted Ans:    1984
Predicted Path:   David Keith --[(INV) starred_actors]--> Firestarter --[release_year]--> 1984
Path (Raw):       David Keith --[No Operation]--> David Keith --[(INV) starred_actors]--> Firestarter --[release_year]--> 1984
Neg LogProb(↓):   0.131581
Path Entropy(↓):  0.484922
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of dr. terror's house of horrors
Start Entity:     Dr. Terror's House of Horrors
Gold Answer:      [['1968', '1970', '1964', '1966', '1972', '1973', '1985', '1967']]
Predicted Ans:    1965
Predicted Path:   Dr. Terror's House of Horrors --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[release_year]--> 1965
Path (Raw):       Dr. Terror's House of Horrors --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Dr. Terror's House of Horrors --[release_year]--> 1965
Neg LogProb(↓):   1.089967
Path Entropy(↓):  1.944992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same actor of the gauntlet
Start Entity:     The Gauntlet
Gold Answer:      [['The Beguiled', 'Thunderbolt and Lightfoot', 'Paint Your Wagon', 'Sudden Impact', 'The Outlaw Josey Wales', 'Joe Kidd', 'A Fistful of Dollars', "Coogan's Bluff", 'Heartbreak Ridge', 'Trouble with the Curve', 'The Eiger Sanction', 'Blood Work', 'Two Mules for Sister Sara', 'Where Eagles Dare', 'Unforgiven', 'True Crime', 'The Rookie', 'Escape from Alcatraz', 'Any Which Way You Can', 'All the Way Home', 'Magnum Force', 'Willard', 'Gran Torino', 'Pale Rider', 'The Bridges of Madison County', 'Absolute Power', 'In the Line of Fire', 'High Plains Drifter', 'The Good, the Bad and the Ugly', 'A Perfect World', "Kelly's Heroes", 'Macabre', 'Carnegie Hall', "Hang 'Em High", 'One Little Indian', 'Space Cowboys', 'The Enforcer', 'Million Dollar Baby', 'Dirty Harry', 'Maximum Overdrive', 'The Dead Pool', 'Honkytonk Man', 'Firefox', 'Cyrano de Bergerac', 'Bronco Billy', 'Play Misty for Me', 'City Heat', 'Tightrope', 'The Strange One', 'White Hunter Black Heart', 'For a Few Dollars More', 'Pink Cadillac']]
Predicted Ans:    Million Dollar Baby
Predicted Path:   The Gauntlet --[starred_actors]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby
Path (Raw):       The Gauntlet --[starred_actors]--> Clint Eastwood --[No Operation]--> Clint Eastwood --[(INV) starred_actors]--> Million Dollar Baby
Neg LogProb(↓):   0.945742
Path Entropy(↓):  2.141438
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter efthymis filippou co - wrote movies with who
Start Entity:     Efthymis Filippou
Gold Answer:      [['Yorgos Lanthimos']]
Predicted Ans:    Yorgos Lanthimos
Predicted Path:   Efthymis Filippou --[(INV) written_by]--> Alps --[written_by]--> Yorgos Lanthimos
Path (Raw):       Efthymis Filippou --[No Operation]--> Efthymis Filippou --[(INV) written_by]--> Alps --[written_by]--> Yorgos Lanthimos
Neg LogProb(↓):   0.001173
Path Entropy(↓):  0.009082
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by eye of the tiger actors
Start Entity:     Eye of the Tiger
Gold Answer:      [['Music', 'Western', 'Biography', 'Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   Eye of the Tiger --[starred_actors]--> Seymour Cassel --[(INV) starred_actors]--> White Fang --[has_genre]--> Adventure
Path (Raw):       Eye of the Tiger --[starred_actors]--> Seymour Cassel --[(INV) starred_actors]--> White Fang --[has_genre]--> Adventure
Neg LogProb(↓):   0.704192
Path Entropy(↓):  0.762509
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by tricia vessey
Start Entity:     Tricia Vessey
Gold Answer:      [['Claire Denis']]
Predicted Ans:    Claire Denis
Predicted Path:   Tricia Vessey --[(INV) starred_actors]--> Trouble Every Day --[written_by]--> Claire Denis
Path (Raw):       Tricia Vessey --[No Operation]--> Tricia Vessey --[(INV) starred_actors]--> Trouble Every Day --[written_by]--> Claire Denis
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by walt disney released
Start Entity:     Walt Disney
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Walt Disney --[(INV) starred_actors]--> Get a Horse! --[release_year]--> 2013
Path (Raw):       Walt Disney --[No Operation]--> Walt Disney --[(INV) starred_actors]--> Get a Horse! --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of the bad news bears go to japan also starred in which movies
Start Entity:     The Bad News Bears Go to Japan
Gold Answer:      [['Goodbye Charlie', 'Operation Petticoat', 'Little Children', 'Sextette', 'Sweet Smell of Success', "Losin' It", 'Breaking Away', 'The Defiant Ones', 'Taras Bulba', 'The Immortals', 'Captain Newman, M.D.', "You Can't Win 'Em All", "Don't Make Waves", 'Sex and the Single Girl', "Not with My Wife, You Don't!", 'The Manitou', 'The Great Race', 'The Vikings', 'Some Like It Hot', 'The Boston Strangler', 'The Rat Race', 'Watchmen', 'Trapeze', 'A Nightmare on Elm Street', 'The Bad News Bears in Breaking Training', 'Little Miss Marker', 'The Last Tycoon', 'Dollman']]
Predicted Ans:    Watchmen
Predicted Path:   The Bad News Bears Go to Japan --[starred_actors]--> Jackie Earle Haley --[(INV) starred_actors]--> Watchmen
Path (Raw):       The Bad News Bears Go to Japan --[starred_actors]--> Jackie Earle Haley --[No Operation]--> Jackie Earle Haley --[(INV) starred_actors]--> Watchmen
Neg LogProb(↓):   0.550094
Path Entropy(↓):  0.957589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films starred by benedict cumberbatch in
Start Entity:     Benedict Cumberbatch
Gold Answer:      [['German']]
Predicted Ans:    Drama
Predicted Path:   Benedict Cumberbatch --[(INV) starred_actors]--> Third Star --[has_genre]--> Drama
Path (Raw):       Benedict Cumberbatch --[No Operation]--> Benedict Cumberbatch --[(INV) starred_actors]--> Third Star --[has_genre]--> Drama
Neg LogProb(↓):   0.005980
Path Entropy(↓):  0.041688
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films that share actors with the film body count were released in which years
Start Entity:     Body Count
Gold Answer:      [['2008', '1993', '1985', '1984', '2009', '2010', '2004', '1947', '2014', '1994', '1995', '2001', '1990', '1996', '2002', '2012', '2011', '1988', '1978', '2000', '1997', '2005', '1991', '1999', '1986']]
Predicted Ans:    2014
Predicted Path:   Body Count --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> Chef --[release_year]--> 2014
Path (Raw):       Body Count --[starred_actors]--> John Leguizamo --[(INV) starred_actors]--> Chef --[release_year]--> 2014
Neg LogProb(↓):   0.442996
Path Entropy(↓):  1.240367
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of that lady in ermine starred who
Start Entity:     That Lady in Ermine
Gold Answer:      [['Marlene Dietrich', 'Gene Tierney', 'James Stewart', 'Genevieve Tobin', 'Warren Beatty', 'Stephen Rea', 'Al Jolson', 'Charles Ruggles', 'Marjorie Main', 'Sam Neill', 'Don Ameche', 'Claudette Colbert', 'Charles Coburn', 'Edward Everett Horton', 'Romola Garai', 'Laurence Olivier', 'Melvyn Douglas', 'Lucie Arnaz', 'Carroll Baker', 'Julie Christie', 'Miriam Hopkins', 'Herbert Marshall', 'Frank Morgan', 'Maurice Chevalier', 'Clark Gable', 'Joseph Schildkraut', 'Neil Diamond', 'Margaret Sullavan', 'Jeanette MacDonald']]
Predicted Ans:    Claudette Colbert
Predicted Path:   That Lady in Ermine --[written_by]--> Samson Raphaelson --[(INV) written_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Path (Raw):       That Lady in Ermine --[written_by]--> Samson Raphaelson --[(INV) written_by]--> The Smiling Lieutenant --[starred_actors]--> Claudette Colbert
Neg LogProb(↓):   0.651464
Path Entropy(↓):  1.143625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie hardware
Start Entity:     Hardware
Gold Answer:      [['robot', 'r']]
Predicted Ans:    r
Predicted Path:   Hardware --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       Hardware --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.419204
Path Entropy(↓):  0.659037
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by chris hemsworth
Start Entity:     Chris Hemsworth
Gold Answer:      [['Don Payne', 'Zack Stentz', 'Evan Daugherty', 'John Lee Hancock', 'Peter Morgan', 'Hossein Amini', 'Kevin Reynolds', 'Mark Protosevich', 'Jeremy Passmore', 'Drew Goddard', 'Joss Whedon', 'Kim Wozencraft', 'John Milius', 'Carl Ellsworth', 'Zak Penn']]
Predicted Ans:    John Milius
Predicted Path:   Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[written_by]--> John Milius
Path (Raw):       Chris Hemsworth --[No Operation]--> Chris Hemsworth --[(INV) starred_actors]--> Red Dawn --[written_by]--> John Milius
Neg LogProb(↓):   0.736219
Path Entropy(↓):  0.882298
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie switch
Start Entity:     Switch
Gold Answer:      [['Walter Hill', 'Scott Kalvert', 'Luis Puenzo', 'Andy Wolk', 'Spike Lee', 'Bob Rafelson', 'Damian Harris', 'Richard Donner', 'Sam Levinson', 'Henry Winkler', 'Peter Faiman', 'Chuck Russell', 'Jim McBride', 'Eugene Corr', 'Nicholas Meyer', 'Harold Becker', 'Gus Van Sant', 'Joel Schumacher', 'Robert Benton', 'Andrew Gallerani', 'John McTiernan', 'Robert M. Young', 'Dexter Fletcher', 'Arthur Hiller', 'Michael Patrick Jann']]
Predicted Ans:    Damian Harris
Predicted Path:   Switch --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Path (Raw):       Switch --[starred_actors]--> Ellen Barkin --[(INV) starred_actors]--> Bad Company --[directed_by]--> Damian Harris
Neg LogProb(↓):   0.733625
Path Entropy(↓):  1.446717
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with eternally yours fall under
Start Entity:     Eternally Yours
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Eternally Yours --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Postman Always Rings Twice --[has_genre]--> Drama
Path (Raw):       Eternally Yours --[directed_by]--> Tay Garnett --[(INV) directed_by]--> The Postman Always Rings Twice --[has_genre]--> Drama
Neg LogProb(↓):   0.151109
Path Entropy(↓):  0.510095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of jane alexander starred movies
Start Entity:     Jane Alexander
Gold Answer:      [['1983', '1980', '1970', '1972', '1982']]
Predicted Ans:    1980
Predicted Path:   Jane Alexander --[(INV) starred_actors]--> Brubaker --[release_year]--> 1980
Path (Raw):       Jane Alexander --[No Operation]--> Jane Alexander --[(INV) starred_actors]--> Brubaker --[release_year]--> 1980
Neg LogProb(↓):   0.157448
Path Entropy(↓):  0.593031
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the language spoken in decision before dawn
Start Entity:     Decision Before Dawn
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Decision Before Dawn --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Path (Raw):       Decision Before Dawn --[in_language]--> German --[(INV) in_language]--> The Man in the Glass Booth --[in_language]--> German
Neg LogProb(↓):   1.564056
Path Entropy(↓):  2.268609
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of boomerang
Start Entity:     Boomerang
Gold Answer:      [['Judge Reinhold', 'Richard Pryor', 'Eddie Murphy', 'Arsenio Hall', 'Brion James', 'Angela Bassett', 'Redd Foxx', 'Danny Aiello', 'Nick Nolte', 'John Amos', 'Allen Payne', 'Terry Crews', 'Thandie Newton', 'Kadeem Hardison', 'Ronny Cox', 'Barry W. Blaustein', 'James Earl Jones']]
Predicted Ans:    Nick Nolte
Predicted Path:   Boomerang --[written_by]--> Eddie Murphy --[(INV) written_by]--> Another 48 Hrs. --[starred_actors]--> Nick Nolte
Path (Raw):       Boomerang --[written_by]--> Eddie Murphy --[(INV) written_by]--> Another 48 Hrs. --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.329418
Path Entropy(↓):  0.690390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film skylark
Start Entity:     Skylark
Gold Answer:      [['Jack Roffey', 'Michael Almereyda', 'Franco Zeffirelli', 'Agnes Newton Keith', 'Robert Carson', 'Claude Binyon', 'Charles R. Jackson', 'Kelley Roos', 'Edwin Justus Mayer', 'Lawrence Kasdan', 'Samson Raphaelson', 'Ernest Vajda', 'Nunnally Johnson', 'Wilson Barrett', 'Choderlos de Laclos', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'Thelma Strabel', 'Bernard Malamud', 'Hans Müller', 'Leopold Jacobson', 'Tony Richardson', 'Jay Simms', 'Jerome Chodorov', 'Ruth McKenney', 'Helen Deutsch', 'Jonathan Latimer', 'Waldemar Young', 'Vincent Lawrence', 'Jon Blair', 'Billy Wilder', 'Charles Brackett', 'Walter Reisch', 'Jacques Théry', 'Adele Comandini', 'James Dearden', 'Ira Levin', 'Bob Tzudiker', 'Jack Jevne', 'Eddie Moran', 'Noni White', 'Frank Butler', 'Abraham Polonsky', 'Kenneth Fearing', 'Franz Schulz', 'Anne Frank', 'John Hughes', 'Joseph L. Mankiewicz', 'Christopher Hampton', 'Chester Erskine', 'Betty MacDonald', 'William Hurlbut', 'John Morton', 'Dorothy Macardle', 'A. Carter Goodloe', 'William Shakespeare', 'Preston Sturges', 'Fred F. Finklehoffe', 'Kenneth Branagh', 'Patricia MacLachlan', 'Sidney Buchman', 'Ranald MacDougall', 'Daniela Thomas', 'Reinhard Klooss', 'Walter D. Edmonds', 'Jessica Postigo', 'Walter Lord', 'Frederick Knott', 'Frederic I. Rinaldo', 'Robert Lees', 'George Moore', 'Eric Ambler', 'Fannie Hurst', 'Vera Caspary', 'Paul Rudnick', 'Bruce Beresford', 'Erich Segal', 'Boris Pasternak', 'Andrew W. Marlowe', 'Philip Dunne', 'Dodie Smith', 'Rose Troche', 'Edward Childs Carpenter', 'Glenn Close', 'Richard Quine', 'Blake Edwards', 'Grigori Kozintsev', 'Samuel Hopkins Adams', 'John Irving', 'Steve Tesich', 'Russell Rouse', 'Clarence Greene', 'Mike Disa', 'James Edward Grant', 'Walter Salles', 'William Goldman', 'Edgar Rice Burroughs', 'Karl Tunberg', 'Lee Frost', 'Wes Bishop', 'Tab Murphy', 'Bartlett Cormack', 'Rosamond Marshall', 'Eduardo Mignogna', 'Jonathan Gems']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Skylark --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Skylark --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.626279
Path Entropy(↓):  1.852020
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of eric garcia written films
Start Entity:     Eric Garcia
Gold Answer:      [['2003', '2010']]
Predicted Ans:    2010
Predicted Path:   Eric Garcia --[(INV) written_by]--> Repo Men --[release_year]--> 2010
Path (Raw):       Eric Garcia --[No Operation]--> Eric Garcia --[(INV) written_by]--> Repo Men --[release_year]--> 2010
Neg LogProb(↓):   0.000578
Path Entropy(↓):  0.005034
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by duncan north
Start Entity:     Duncan North
Gold Answer:      [['Donal Logue']]
Predicted Ans:    Donal Logue
Predicted Path:   Duncan North --[(INV) written_by]--> The Tao of Steve --[starred_actors]--> Donal Logue
Path (Raw):       Duncan North --[No Operation]--> Duncan North --[(INV) written_by]--> The Tao of Steve --[starred_actors]--> Donal Logue
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by the fanny and alexander director release
Start Entity:     Fanny and Alexander
Gold Answer:      [['1980', '1946', '1954', '2003', '2006', '1984', '1968', '1963', '1957', '1951', '2010', '1953', '1976', '1948', '1990', '1961', '1955', '2011', '1978', '1964', '1949', '1975', '1966', '1950', '1960', '1969', '1958']]
Predicted Ans:    1978
Predicted Path:   Fanny and Alexander --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[release_year]--> 1978
Path (Raw):       Fanny and Alexander --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Autumn Sonata --[release_year]--> 1978
Neg LogProb(↓):   1.865673
Path Entropy(↓):  2.610045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of honeydripper
Start Entity:     Honeydripper
Gold Answer:      [['Men with Guns', 'Go for Sisters', 'Silver City', 'Lianna', 'Amigo', 'Eight Men Out', 'The Brother from Another Planet', 'Passion Fish', 'City of Hope', 'Sunshine State', 'Limbo', 'The Secret of Roan Inish', 'Lone Star', 'Matewan']]
Predicted Ans:    City of Hope
Predicted Path:   Honeydripper --[directed_by]--> John Sayles --[(INV) directed_by]--> City of Hope
Path (Raw):       Honeydripper --[directed_by]--> John Sayles --[(INV) directed_by]--> City of Hope --[No Operation]--> City of Hope
Neg LogProb(↓):   1.208823
Path Entropy(↓):  2.003128
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by mona kristensen were directed by who
Start Entity:     Mona Kristensen
Gold Answer:      [['David Hamilton']]
Predicted Ans:    David Hamilton
Predicted Path:   Mona Kristensen --[(INV) starred_actors]--> Bilitis --[directed_by]--> David Hamilton
Path (Raw):       Mona Kristensen --[No Operation]--> Mona Kristensen --[(INV) starred_actors]--> Bilitis --[directed_by]--> David Hamilton
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of get him to the greek
Start Entity:     Get Him to the Greek
Gold Answer:      [['2008', '2005', '2014', '2012', '2011', '1977']]
Predicted Ans:    2014
Predicted Path:   Get Him to the Greek --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Sex Tape --[release_year]--> 2014
Path (Raw):       Get Him to the Greek --[written_by]--> Nicholas Stoller --[(INV) written_by]--> Sex Tape --[release_year]--> 2014
Neg LogProb(↓):   1.133776
Path Entropy(↓):  1.538774
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with young adult fall under
Start Entity:     Young Adult
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Adventure', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   Young Adult --[written_by]--> Diablo Cody --[(INV) written_by]--> Paradise --[has_genre]--> Comedy
Path (Raw):       Young Adult --[written_by]--> Diablo Cody --[(INV) written_by]--> Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.938138
Path Entropy(↓):  1.112851
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of gladys unger
Start Entity:     Gladys Unger
Gold Answer:      [['John Howard Lawson', 'Jeanie Macpherson']]
Predicted Ans:    Jeanie Macpherson
Predicted Path:   Gladys Unger --[(INV) written_by]--> Dynamite --[written_by]--> Jeanie Macpherson
Path (Raw):       Gladys Unger --[No Operation]--> Gladys Unger --[(INV) written_by]--> Dynamite --[written_by]--> Jeanie Macpherson
Neg LogProb(↓):   0.021051
Path Entropy(↓):  0.105899
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in never say never again
Start Entity:     Never Say Never Again
Gold Answer:      [['Irish', 'English', 'Japanese', 'Italian', 'German', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Never Say Never Again --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[in_language]--> English
Path (Raw):       Never Say Never Again --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> The Man Who Would Be King --[in_language]--> English
Neg LogProb(↓):   0.205241
Path Entropy(↓):  0.521481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in ali baba goes to town
Start Entity:     Ali Baba Goes to Town
Gold Answer:      [['James R. Silke', 'Helen Deutsch', 'René Peter', 'Eric Hatch', 'Thorne Smith', 'Agatha Christie', 'Evan Goldberg', 'Seth Rogen', 'Dan Sterling', 'Charles Bennett', 'Avery Hopwood', 'Craig Monahan', 'Paul Osborn', 'Jack Jevne', 'Eddie Moran', 'Gene Quintano']]
Predicted Ans:    James R. Silke
Predicted Path:   Ali Baba Goes to Town --[starred_actors]--> Roland Young --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Path (Raw):       Ali Baba Goes to Town --[starred_actors]--> Roland Young --[(INV) starred_actors]--> King Solomon's Mines --[written_by]--> James R. Silke
Neg LogProb(↓):   0.533652
Path Entropy(↓):  1.248543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films starred by don rickles
Start Entity:     Don Rickles
Gold Answer:      [['Brian G. Hutton', 'Steven Schachter']]
Predicted Ans:    Steven Schachter
Predicted Path:   Don Rickles --[(INV) starred_actors]--> The Wool Cap --[directed_by]--> Steven Schachter
Path (Raw):       Don Rickles --[No Operation]--> Don Rickles --[(INV) starred_actors]--> The Wool Cap --[directed_by]--> Steven Schachter
Neg LogProb(↓):   0.000016
Path Entropy(↓):  0.000195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films starred by the princess of montpensier actors
Start Entity:     The Princess of Montpensier
Gold Answer:      [['Thomas Harris', 'Mathieu Kassovitz', 'Bob Kane', 'Bertrand Bonello', 'Clive Cussler', 'Gilles Perrault', 'André Téchiné', 'Xavier Beauvois']]
Predicted Ans:    Xavier Beauvois
Predicted Path:   The Princess of Montpensier --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> Of Gods and Men --[written_by]--> Xavier Beauvois
Path (Raw):       The Princess of Montpensier --[starred_actors]--> Lambert Wilson --[(INV) starred_actors]--> Of Gods and Men --[written_by]--> Xavier Beauvois
Neg LogProb(↓):   0.377708
Path Entropy(↓):  0.991625
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed one magic christmas
Start Entity:     One Magic Christmas
Gold Answer:      [['Mariel Hemingway', 'Richard Masur', 'Richard Farnsworth', 'Kurt Russell', 'Wayne Robson', 'Jackie Burroughs', 'Richard Jordan', 'Ken Pogue']]
Predicted Ans:    Mary Steenburgen
Predicted Path:   One Magic Christmas --[directed_by]--> Phillip Borsos --[(INV) directed_by]--> One Magic Christmas --[starred_actors]--> Mary Steenburgen
Path (Raw):       One Magic Christmas --[directed_by]--> Phillip Borsos --[(INV) directed_by]--> One Magic Christmas --[starred_actors]--> Mary Steenburgen
Neg LogProb(↓):   0.006682
Path Entropy(↓):  0.043062
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor kim parker starred together with who
Start Entity:     Kim Parker
Gold Answer:      [['Marshall Thompson', 'Kynaston Reeves']]
Predicted Ans:    Kim Parker
Predicted Path:   Kim Parker --[(INV) starred_actors]--> Fiend Without a Face --[starred_actors]--> Kim Parker
Path (Raw):       Kim Parker --[No Operation]--> Kim Parker --[(INV) starred_actors]--> Fiend Without a Face --[starred_actors]--> Kim Parker
Neg LogProb(↓):   0.203348
Path Entropy(↓):  0.481243
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The actor in kung fu panda 2 also appears in which movies
Start Entity:     Kung Fu Panda 2
Gold Answer:      [['Dead Fish', 'Murder in the First', 'The Unborn', 'Air Force One', 'Prick Up Your Ears', 'Immortal Beloved', 'Criminal Law', 'Romeo Is Bleeding', 'Dawn of the Planet of the Apes', 'Tiptoes', 'The Dark Knight Rises', 'The Book of Eli', 'State of Grace', 'The Contender', 'Sid and Nancy', 'The Backwoods', "Nobody's Baby", 'Planet 51', 'The Fifth Element', 'Paranoia', 'Chattahoochee', 'The Scarlet Letter', 'RoboCop', 'Hannibal']]
Predicted Ans:    The Fifth Element
Predicted Path:   Kung Fu Panda 2 --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Fifth Element
Path (Raw):       Kung Fu Panda 2 --[starred_actors]--> Gary Oldman --[No Operation]--> Gary Oldman --[(INV) starred_actors]--> The Fifth Element
Neg LogProb(↓):   0.036312
Path Entropy(↓):  0.195394
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by mae west were in which genres
Start Entity:     Mae West
Gold Answer:      [['Drama', 'Musical', 'Western', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mae West --[(INV) written_by]--> Sextette --[has_genre]--> Comedy
Path (Raw):       Mae West --[No Operation]--> Mae West --[(INV) written_by]--> Sextette --[has_genre]--> Comedy
Neg LogProb(↓):   0.006433
Path Entropy(↓):  0.042939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie it's a wonderful world are written by who
Start Entity:     It's a Wonderful World
Gold Answer:      [['Dashiell Hammett', 'Agnes Newton Keith', 'Lou Breslow', 'Cornell Woolrich', 'Miklós László', 'Thomas T. Flynn', 'Claude Binyon', 'Frank Burt', 'Renée Taylor', 'Scott Hale', 'Miles Hood Swarthout', 'Edwin Justus Mayer', 'Samson Raphaelson', 'Ernest Vajda', 'Donald Ogden Stewart', 'Harold Jack Bloom', 'Sam Rolfe', 'Philip Yordan', 'Nunnally Johnson', 'Alec Coppel', 'Edward Streeter', 'Wilson Barrett', 'Samuel A. Taylor', 'Don Whitehead', 'Nevil Shute', 'Borden Chase', 'Robert L. Richards', 'Leopold Jacobson', 'Hans Müller', 'Ernest Pagano', 'P.J. Wolfson', 'Arch Oboler', 'John Twist', 'Joseph Bologna', 'Richard L. Breen', 'Glendon Swarthout', 'Waldemar Young', 'Vincent Lawrence', 'Billy Wilder', 'Charles Brackett', 'Virginia Van Upp', 'Jacques Théry', 'Lewis R. Foster', 'Wendell Mayes', 'John Michael Hayes', 'Graham Yost', 'Davis Grubb', 'Franz Schulz', 'Joseph L. Mankiewicz', 'Philip Van Doren Stern', 'Willis Goldbeck', 'Laurence Stallings', 'Chester Erskine', 'Betty MacDonald', 'William Hurlbut', 'Dana Burnet', 'Phoebe Ephron', 'Henry Ephron', 'Preston Sturges', 'Philip Barry', 'Fred F. Finklehoffe', 'Charles Lederer', 'Max Brand', 'Ranald MacDougall', 'Sidney Buchman', 'Daniela Thomas', 'Walter D. Edmonds', 'Frederic I. Rinaldo', 'Robert Lees', 'Will Cook', 'Fannie Hurst', 'Mary Chase', 'Joseph Dougherty', 'Waldo Salt', 'James Lee Barrett', 'John D. Voelker', 'Samuel Hopkins Adams', 'Dorothy M. Johnson', 'Frank Capra', 'James Warner Bellah', 'James Edward Grant', 'Moss Hart', 'Walter Salles', 'George S. Kaufman', 'Bartlett Cormack', 'Eduardo Mignogna']]
Predicted Ans:    Claude Binyon
Predicted Path:   It's a Wonderful World --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[written_by]--> Claude Binyon
Path (Raw):       It's a Wonderful World --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[written_by]--> Claude Binyon
Neg LogProb(↓):   0.269184
Path Entropy(↓):  0.836472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the matrix in a few words
Start Entity:     The Matrix
Gold Answer:      [['effects', 'science', 'r', 'own', 'matrix', 'wachowski brothers', 'simulated reality', 'fiction', 'machines', 'action scenes', 'reality', 'visual', 'joe pantoliano', 'visual effects', 'dystopia', 'martial arts', 'action', 'epic', 'thriller', 'philosophical', 'hugo weaving', 'laurence fishburne', 'keanu reeves', 'avi', 'cyberpunk', 'science fiction']]
Predicted Ans:    fiction
Predicted Path:   The Matrix --[has_tags]--> fiction --[(INV) has_tags]--> The Matrix --[has_tags]--> fiction
Path (Raw):       The Matrix --[has_tags]--> fiction --[(INV) has_tags]--> The Matrix --[has_tags]--> fiction
Neg LogProb(↓):   0.000311
Path Entropy(↓):  0.003094
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of hi, mom! starred who
Start Entity:     Hi, Mom!
Gold Answer:      [['Rachel McAdams', 'Ann Dvorak', 'Osgood Perkins', 'Karen Morley', 'Bruce Willis', 'Nigel Bruce', 'Chloë Grace Moretz', 'Hilary Swank', 'Julianne Moore', 'Basil Rathbone', 'Robert De Niro', 'Harvey Keitel', 'Gregg Henry', 'Carrie Snodgress', 'Ray Sharkey', 'John Travolta', 'Michael Caine', 'Piper Laurie', 'Cliff Robertson', 'Aaron Eckhart', 'Sean Penn', 'Don Cheadle', 'Sissy Spacek', 'Nicolas Cage', 'John Leguizamo', 'Michelle Pfeiffer', 'Jennifer Jones', 'Scarlett Johansson', 'Amy Irving', 'Penelope Ann Miller', 'Connie Nielsen', 'Angie Dickinson', 'Noomi Rapace', 'Rebecca Romijn', 'Margot Kidder', 'John Cassavetes', 'Mary Elizabeth Mastrantonio', 'Danny DeVito', 'Laurence Olivier', 'Kevin Costner', 'Lolita Davidovich', 'John Lithgow', 'Nancy Allen', 'Charles Durning', 'Josh Hartnett', 'Carla Gugino', 'Kirk Douglas', 'Steven Bauer', 'Melanie Griffith', 'Sean Connery', 'Jennifer Salt', 'Michael J. Fox', 'Dennis Franz', 'Craig Wasson', 'Tom Hanks', 'Gary Sinise', 'Antonio Banderas', 'Tim Robbins', 'Paul Muni', 'William Katt', 'Al Pacino', 'Keith Gordon', 'Geneviève Bujold', 'Joe Piscopo', 'Kim Cattrall']]
Predicted Ans:    Sean Penn
Predicted Path:   Hi, Mom! --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[starred_actors]--> Sean Penn
Path (Raw):       Hi, Mom! --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[starred_actors]--> Sean Penn
Neg LogProb(↓):   1.409530
Path Entropy(↓):  2.287067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie how to live forever
Start Entity:     How to Live Forever
Gold Answer:      [['Mark Wexler', 'Robert DeMaio']]
Predicted Ans:    Robert DeMaio
Predicted Path:   How to Live Forever --[written_by]--> Robert DeMaio --[(INV) written_by]--> How to Live Forever --[written_by]--> Robert DeMaio
Path (Raw):       How to Live Forever --[written_by]--> Robert DeMaio --[(INV) written_by]--> How to Live Forever --[written_by]--> Robert DeMaio
Neg LogProb(↓):   0.001212
Path Entropy(↓):  0.009796
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by kay kyser
Start Entity:     Kay Kyser
Gold Answer:      [['David Butler']]
Predicted Ans:    David Butler
Predicted Path:   Kay Kyser --[(INV) starred_actors]--> You'll Find Out --[written_by]--> David Butler
Path (Raw):       Kay Kyser --[No Operation]--> Kay Kyser --[(INV) starred_actors]--> You'll Find Out --[written_by]--> David Butler
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film miss annie rooney were released in which years
Start Entity:     Miss Annie Rooney
Gold Answer:      [['1933', '1944', '1942', '1947', '1932', '1945', '1935']]
Predicted Ans:    1942
Predicted Path:   Miss Annie Rooney --[directed_by]--> Edwin L. Marin --[(INV) directed_by]--> Invisible Agent --[release_year]--> 1942
Path (Raw):       Miss Annie Rooney --[directed_by]--> Edwin L. Marin --[(INV) directed_by]--> Invisible Agent --[release_year]--> 1942
Neg LogProb(↓):   0.071901
Path Entropy(↓):  0.315697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Billy bathgate, when was it released
Start Entity:     Billy Bathgate
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Billy Bathgate --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Path (Raw):       Billy Bathgate --[release_year]--> 1991 --[(INV) release_year]--> Defenseless --[release_year]--> 1991
Neg LogProb(↓):   2.731520
Path Entropy(↓):  4.213667
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor nicollette sheridan acted together with who
Start Entity:     Nicollette Sheridan
Gold Answer:      [['John Ritter', 'Leslie Nielsen', 'Chris Farley', 'Robin Shou', 'Nathaniel Parker', 'Sonja Smits', 'Donna Pescow']]
Predicted Ans:    Nicollette Sheridan
Predicted Path:   Nicollette Sheridan --[(INV) starred_actors]--> Beverly Hills Ninja --[starred_actors]--> Nicollette Sheridan
Path (Raw):       Nicollette Sheridan --[No Operation]--> Nicollette Sheridan --[(INV) starred_actors]--> Beverly Hills Ninja --[starred_actors]--> Nicollette Sheridan
Neg LogProb(↓):   0.182402
Path Entropy(↓):  0.511056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films acted by betty schneider were directed by who
Start Entity:     Betty Schneider
Gold Answer:      [['Jacques Rivette']]
Predicted Ans:    Jacques Rivette
Predicted Path:   Betty Schneider --[(INV) starred_actors]--> Paris Belongs to Us --[directed_by]--> Jacques Rivette
Path (Raw):       Betty Schneider --[No Operation]--> Betty Schneider --[(INV) starred_actors]--> Paris Belongs to Us --[directed_by]--> Jacques Rivette
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in it takes two
Start Entity:     It Takes Two
Gold Answer:      [['Michael Crichton', 'Cordell Barker', 'Jim Clark', 'Wolf Rilla', 'John Badham', 'Blake Edwards', 'Holly Goldberg Sloan', 'William Butler', 'Roger Spottiswoode', 'Nicholas Meyer', 'Nico Mastorakis', 'John Carpenter', 'Hugh Wilson', 'Harvey Miller', 'Dennie Gordon', 'Curtis Hanson', 'Amy Heckerling', 'Mark Steven Johnson', 'Carl Reiner']]
Predicted Ans:    Amy Heckerling
Predicted Path:   It Takes Two --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Path (Raw):       It Takes Two --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[directed_by]--> Amy Heckerling
Neg LogProb(↓):   0.054527
Path Entropy(↓):  0.232569
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by mario bava were in which languages
Start Entity:     Mario Bava
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Mario Bava --[(INV) written_by]--> Black Sabbath --[in_language]--> Italian
Path (Raw):       Mario Bava --[No Operation]--> Mario Bava --[(INV) written_by]--> Black Sabbath --[in_language]--> Italian
Neg LogProb(↓):   0.002161
Path Entropy(↓):  0.015411
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the boys of st. vincent were in which genres
Start Entity:     The Boys of St. Vincent
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   The Boys of St. Vincent --[directed_by]--> John N. Smith --[(INV) directed_by]--> The Boys of St. Vincent --[has_genre]--> Drama
Path (Raw):       The Boys of St. Vincent --[directed_by]--> John N. Smith --[(INV) directed_by]--> The Boys of St. Vincent --[has_genre]--> Drama
Neg LogProb(↓):   0.006271
Path Entropy(↓):  0.039804
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by haruka ayase were released in which years
Start Entity:     Haruka Ayase
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Haruka Ayase --[(INV) starred_actors]--> Ichi --[release_year]--> 2008
Path (Raw):       Haruka Ayase --[No Operation]--> Haruka Ayase --[(INV) starred_actors]--> Ichi --[release_year]--> 2008
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote cold sweat
Start Entity:     Cold Sweat
Gold Answer:      [['1980', '2006', '1935', '2007', '1968', '1963', '1998', '2009', '1957', '2010', '1973', '1972', '1971', '1990', '1981', '2012', '2011', '1964', '1975', '1960', '1999']]
Predicted Ans:    1981
Predicted Path:   Cold Sweat --[written_by]--> Richard Matheson --[(INV) written_by]--> The Incredible Shrinking Woman --[release_year]--> 1981
Path (Raw):       Cold Sweat --[written_by]--> Richard Matheson --[(INV) written_by]--> The Incredible Shrinking Woman --[release_year]--> 1981
Neg LogProb(↓):   1.507953
Path Entropy(↓):  2.208258
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What terms are applicable to presumed innocent
Start Entity:     Presumed Innocent
Gold Answer:      [['harrison ford', 'alan j. pakula', 'brian dennehy']]
Predicted Ans:    brian dennehy
Predicted Path:   Presumed Innocent --[has_tags]--> brian dennehy --[(INV) has_tags]--> Never Cry Wolf --[has_tags]--> brian dennehy
Path (Raw):       Presumed Innocent --[has_tags]--> brian dennehy --[(INV) has_tags]--> Never Cry Wolf --[has_tags]--> brian dennehy
Neg LogProb(↓):   0.000375
Path Entropy(↓):  0.003665
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor amanda bearse is a co - star of who
Start Entity:     Amanda Bearse
Gold Answer:      [['Chris Sarandon', 'Roddy McDowall', 'William Ragsdale']]
Predicted Ans:    Roddy McDowall
Predicted Path:   Amanda Bearse --[(INV) starred_actors]--> Fright Night --[starred_actors]--> Roddy McDowall
Path (Raw):       Amanda Bearse --[No Operation]--> Amanda Bearse --[(INV) starred_actors]--> Fright Night --[starred_actors]--> Roddy McDowall
Neg LogProb(↓):   0.008013
Path Entropy(↓):  0.052850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of the talented mr. ripley
Start Entity:     The Talented Mr. Ripley
Gold Answer:      [['Nicole Kidman', 'Matt Dillon', 'Juliette Binoche', 'Annabella Sciorra', 'Renée Zellweger', 'Robin Wright', 'Jude Law']]
Predicted Ans:    Juliette Binoche
Predicted Path:   The Talented Mr. Ripley --[directed_by]--> Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Path (Raw):       The Talented Mr. Ripley --[directed_by]--> Anthony Minghella --[(INV) directed_by]--> Breaking and Entering --[starred_actors]--> Juliette Binoche
Neg LogProb(↓):   0.062477
Path Entropy(↓):  0.253357
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by sandy duncan were directed by who
Start Entity:     Sandy Duncan
Gold Answer:      [['Vincent McEveety']]
Predicted Ans:    Roddy McDowall
Predicted Path:   Sandy Duncan --[(INV) starred_actors]--> The Cat from Outer Space --[starred_actors]--> Roddy McDowall
Path (Raw):       Sandy Duncan --[No Operation]--> Sandy Duncan --[(INV) starred_actors]--> The Cat from Outer Space --[starred_actors]--> Roddy McDowall
Neg LogProb(↓):   0.040053
Path Entropy(↓):  0.173823
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies starred by human nature actors
Start Entity:     Human Nature
Gold Answer:      [['Romance', 'Sport', 'Biography', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Human Nature --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Path (Raw):       Human Nature --[starred_actors]--> Patricia Arquette --[(INV) starred_actors]--> Nightwatch --[has_genre]--> Horror
Neg LogProb(↓):   0.930321
Path Entropy(↓):  2.014488
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in my sister's keeper
Start Entity:     My Sister's Keeper
Gold Answer:      [['Romance', 'Family', 'Music', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   My Sister's Keeper --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Bad Teacher --[has_genre]--> Comedy
Path (Raw):       My Sister's Keeper --[starred_actors]--> Cameron Diaz --[(INV) starred_actors]--> Bad Teacher --[has_genre]--> Comedy
Neg LogProb(↓):   0.071619
Path Entropy(↓):  0.379670
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films acted by jeananne goossen released
Start Entity:     Jeananne Goossen
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Jeananne Goossen --[(INV) starred_actors]--> Riverworld --[release_year]--> 2010
Path (Raw):       Jeananne Goossen --[No Operation]--> Jeananne Goossen --[(INV) starred_actors]--> Riverworld --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by adolf galland
Start Entity:     Adolf Galland
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Adolf Galland --[(INV) starred_actors]--> How Hitler Lost the War --[has_genre]--> Documentary
Path (Raw):       Adolf Galland --[No Operation]--> Adolf Galland --[(INV) starred_actors]--> How Hitler Lost the War --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by albert dupontel release
Start Entity:     Albert Dupontel
Gold Answer:      [['1996', '2011']]
Predicted Ans:    2011
Predicted Path:   Albert Dupontel --[(INV) written_by]--> Bernie --[release_year]--> 2011
Path (Raw):       Albert Dupontel --[No Operation]--> Albert Dupontel --[(INV) written_by]--> Bernie --[release_year]--> 2011
Neg LogProb(↓):   0.600387
Path Entropy(↓):  0.688652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by material girls actors
Start Entity:     Material Girls
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller']]
Predicted Ans:    Comedy
Predicted Path:   Material Girls --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[has_genre]--> Comedy
Path (Raw):       Material Girls --[starred_actors]--> Anjelica Huston --[(INV) starred_actors]--> The Life Aquatic with Steve Zissou --[has_genre]--> Comedy
Neg LogProb(↓):   0.678800
Path Entropy(↓):  1.283132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter riad sattouf wrote films together with who
Start Entity:     Riad Sattouf
Gold Answer:      [['Marc Syrigas']]
Predicted Ans:    Marc Syrigas
Predicted Path:   Riad Sattouf --[(INV) written_by]--> The French Kissers --[written_by]--> Marc Syrigas
Path (Raw):       Riad Sattouf --[No Operation]--> Riad Sattouf --[(INV) written_by]--> The French Kissers --[written_by]--> Marc Syrigas
Neg LogProb(↓):   0.001144
Path Entropy(↓):  0.008901
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the loved ones
Start Entity:     The Loved Ones
Gold Answer:      [["Morgan O'Neill", 'Dean Craig', 'Clive Hopkins', 'Craig Monahan', 'Alison Nisselle', 'Daniel Lapaine', 'Nick Earls']]
Predicted Ans:    Nick Earls
Predicted Path:   The Loved Ones --[starred_actors]--> Robin McLeavy --[(INV) starred_actors]--> 48 Shades --[written_by]--> Nick Earls
Path (Raw):       The Loved Ones --[starred_actors]--> Robin McLeavy --[(INV) starred_actors]--> 48 Shades --[written_by]--> Nick Earls
Neg LogProb(↓):   0.391703
Path Entropy(↓):  0.658153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by zane grey were released in which years
Start Entity:     Zane Grey
Gold Answer:      [['1996', '1925', '1947', '1941', '1937']]
Predicted Ans:    1947
Predicted Path:   Zane Grey --[(INV) written_by]--> Gunfighters --[release_year]--> 1947
Path (Raw):       Zane Grey --[No Operation]--> Zane Grey --[(INV) written_by]--> Gunfighters --[release_year]--> 1947
Neg LogProb(↓):   0.106735
Path Entropy(↓):  0.400618
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by emily harrison fall under
Start Entity:     Emily Harrison
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Emily Harrison --[(INV) starred_actors]--> Curse of the Puppet Master --[has_genre]--> Horror
Path (Raw):       Emily Harrison --[No Operation]--> Emily Harrison --[(INV) starred_actors]--> Curse of the Puppet Master --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was london released
Start Entity:     London
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   London --[release_year]--> 2005 --[(INV) release_year]--> Man with the Screaming Brain --[release_year]--> 2005
Path (Raw):       London --[release_year]--> 2005 --[(INV) release_year]--> Man with the Screaming Brain --[release_year]--> 2005
Neg LogProb(↓):   1.838605
Path Entropy(↓):  3.526615
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in salaam namaste
Start Entity:     Salaam Namaste
Gold Answer:      [['Arshad Warsi', 'Tania Zaetta', 'Preity Zinta', 'Saif Ali Khan']]
Predicted Ans:    Preity Zinta
Predicted Path:   Salaam Namaste --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Veer-Zaara --[starred_actors]--> Preity Zinta
Path (Raw):       Salaam Namaste --[starred_actors]--> Preity Zinta --[(INV) starred_actors]--> Veer-Zaara --[starred_actors]--> Preity Zinta
Neg LogProb(↓):   0.572824
Path Entropy(↓):  1.228312
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of edward norton
Start Entity:     Edward Norton
Gold Answer:      [['David Morse', 'Liv Tyler', 'Edward Furlong', 'Evan Rachel Wood', 'Rory Culkin', 'Marlon Brando', 'Anthony Hopkins', 'Robert De Niro', 'Harvey Keitel', 'Ralph Fiennes', 'Paul Giamatti', 'Jeremy Renner', 'Robin Williams', "Beverly D'Angelo", 'Anne Bancroft', 'William Hurt', 'Jon Voight', 'Colin Farrell', 'Jessica Biel', 'Danny DeVito', 'Courtney Love', 'Ben Stiller', 'Angela Bassett', 'Tim Roth', 'Milla Jovovich', 'Brad Pitt', 'Drew Barrymore', 'Woody Harrelson', 'Jenna Elfman', 'Catherine Keener', 'Noah Emmerich', 'Helena Bonham Carter']]
Predicted Ans:    Jessica Biel
Predicted Path:   Edward Norton --[(INV) starred_actors]--> The Illusionist --[starred_actors]--> Jessica Biel
Path (Raw):       Edward Norton --[No Operation]--> Edward Norton --[(INV) starred_actors]--> The Illusionist --[starred_actors]--> Jessica Biel
Neg LogProb(↓):   0.370300
Path Entropy(↓):  0.961445
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are film co - writers of melissa mccarthy
Start Entity:     Melissa McCarthy
Gold Answer:      [['Ben Falcone']]
Predicted Ans:    Ben Falcone
Predicted Path:   Melissa McCarthy --[(INV) written_by]--> Tammy --[written_by]--> Ben Falcone
Path (Raw):       Melissa McCarthy --[No Operation]--> Melissa McCarthy --[(INV) written_by]--> Tammy --[written_by]--> Ben Falcone
Neg LogProb(↓):   0.003281
Path Entropy(↓):  0.022012
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in allegheny uprising
Start Entity:     Allegheny Uprising
Gold Answer:      [['1970', '1946', '1954', '1944', '1959', '1936', '1935', '1967', '1941', '1974', '1968', '1963', '1939', '1933', '2009', '1957', '1951', '2010', '2004', '1982', '1973', '1953', '1947', '1932', '1956', '1943', '1995', '1976', '1948', '1972', '1971', '1989', '1942', '1938', '1996', '1940', '2002', '1961', '1955', '1986', '1962', '1934', '1949', '1975', '1966', '1950', '1960', '1952', '1965', '1927', '1945', '1969', '1937', '1958', '1930']]
Predicted Ans:    1943
Predicted Path:   Allegheny Uprising --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Hangmen Also Die! --[release_year]--> 1943
Path (Raw):       Allegheny Uprising --[starred_actors]--> Brian Donlevy --[(INV) starred_actors]--> Hangmen Also Die! --[release_year]--> 1943
Neg LogProb(↓):   1.749043
Path Entropy(↓):  2.328788
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in the tunnel of love
Start Entity:     The Tunnel of Love
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   The Tunnel of Love --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Path (Raw):       The Tunnel of Love --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.000061
Path Entropy(↓):  0.000707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in rodrigo sopena written films
Start Entity:     Rodrigo Sopeña
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Rodrigo Sopeña --[(INV) written_by]--> Fermat's Room --[in_language]--> Spanish
Path (Raw):       Rodrigo Sopeña --[No Operation]--> Rodrigo Sopeña --[(INV) written_by]--> Fermat's Room --[in_language]--> Spanish
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000063
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie the main event starred who
Start Entity:     The Main Event
Gold Answer:      [["Ryan O'Neal", 'Barbra Streisand']]
Predicted Ans:    Barbra Streisand
Predicted Path:   The Main Event --[starred_actors]--> Barbra Streisand --[(INV) starred_actors]--> The Owl and the Pussycat --[starred_actors]--> Barbra Streisand
Path (Raw):       The Main Event --[starred_actors]--> Barbra Streisand --[(INV) starred_actors]--> The Owl and the Pussycat --[starred_actors]--> Barbra Streisand
Neg LogProb(↓):   0.347508
Path Entropy(↓):  0.787850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What did giuliano montaldo direct
Start Entity:     Giuliano Montaldo
Gold Answer:      [['Machine Gun McCain']]
Predicted Ans:    Machine Gun McCain
Predicted Path:   Giuliano Montaldo --[(INV) directed_by]--> Machine Gun McCain --[directed_by]--> Giuliano Montaldo --[(INV) directed_by]--> Machine Gun McCain
Path (Raw):       Giuliano Montaldo --[(INV) directed_by]--> Machine Gun McCain --[directed_by]--> Giuliano Montaldo --[(INV) directed_by]--> Machine Gun McCain
Neg LogProb(↓):   0.297913
Path Entropy(↓):  0.570568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by rachel true release
Start Entity:     Rachel True
Gold Answer:      [['1996', '1997']]
Predicted Ans:    1996
Predicted Path:   Rachel True --[(INV) starred_actors]--> The Craft --[release_year]--> 1996
Path (Raw):       Rachel True --[No Operation]--> Rachel True --[(INV) starred_actors]--> The Craft --[release_year]--> 1996
Neg LogProb(↓):   0.031445
Path Entropy(↓):  0.138050
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movie big trouble in little china starred who
Start Entity:     Big Trouble in Little China
Gold Answer:      [['James Hong', 'Kurt Russell', 'Kim Cattrall', 'Dennis Dun']]
Predicted Ans:    Kurt Russell
Predicted Path:   Big Trouble in Little China --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Dark Blue --[starred_actors]--> Kurt Russell
Path (Raw):       Big Trouble in Little China --[starred_actors]--> Kurt Russell --[(INV) starred_actors]--> Dark Blue --[starred_actors]--> Kurt Russell
Neg LogProb(↓):   0.792330
Path Entropy(↓):  0.855364
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that have the same screenwriter of apache territory
Start Entity:     Apache Territory
Gold Answer:      [['Hondo', 'Catlow', 'Crossfire Trail', 'The Shadow Riders', 'Shalako', 'The Quick and the Dead']]
Predicted Ans:    Crossfire Trail
Predicted Path:   Apache Territory --[written_by]--> Louis L'Amour --[(INV) written_by]--> Crossfire Trail
Path (Raw):       Apache Territory --[written_by]--> Louis L'Amour --[(INV) written_by]--> Crossfire Trail --[No Operation]--> Crossfire Trail
Neg LogProb(↓):   0.833774
Path Entropy(↓):  1.727392
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed war of the robots
Start Entity:     War of the Robots
Gold Answer:      [['Alfonso Brescia']]
Predicted Ans:    Alfonso Brescia
Predicted Path:   War of the Robots --[directed_by]--> Alfonso Brescia --[(INV) directed_by]--> War of the Robots --[directed_by]--> Alfonso Brescia
Path (Raw):       War of the Robots --[directed_by]--> Alfonso Brescia --[(INV) directed_by]--> War of the Robots --[directed_by]--> Alfonso Brescia
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed all these women
Start Entity:     All These Women
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   All These Women --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Summer Interlude --[has_genre]--> Drama
Path (Raw):       All These Women --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Summer Interlude --[has_genre]--> Drama
Neg LogProb(↓):   1.053870
Path Entropy(↓):  1.878759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did june allyson star in
Start Entity:     June Allyson
Gold Answer:      [['Little Women', 'Battle Circus', 'My Man Godfrey', 'Two Sisters from Boston', 'Strategic Air Command', 'Her Highness and the Bellboy', 'The Reformer and the Redhead', 'The Opposite Sex', 'Good News', "That's Entertainment! III", 'The Stratton Story']]
Predicted Ans:    The Three Caballeros
Predicted Path:   June Allyson --[(INV) starred_actors]--> The Opposite Sex --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros
Path (Raw):       June Allyson --[(INV) starred_actors]--> The Opposite Sex --[has_imdb_rating]--> good --[(INV) has_imdb_rating]--> The Three Caballeros
Neg LogProb(↓):   0.948959
Path Entropy(↓):  1.894716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by neri parenti release
Start Entity:     Neri Parenti
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Neri Parenti --[(INV) directed_by]--> Tifosi --[release_year]--> 1999
Path (Raw):       Neri Parenti --[No Operation]--> Neri Parenti --[(INV) directed_by]--> Tifosi --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by jonas inde were in which languages
Start Entity:     Jonas Inde
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   Jonas Inde --[(INV) written_by]--> Four Shades of Brown --[in_language]--> Swedish
Path (Raw):       Jonas Inde --[No Operation]--> Jonas Inde --[(INV) written_by]--> Four Shades of Brown --[in_language]--> Swedish
Neg LogProb(↓):   0.061690
Path Entropy(↓):  0.226489
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by jerzy kromolowski
Start Entity:     Jerzy Kromolowski
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   Jerzy Kromolowski --[(INV) written_by]--> In the Electric Mist --[release_year]--> 2009
Path (Raw):       Jerzy Kromolowski --[No Operation]--> Jerzy Kromolowski --[(INV) written_by]--> In the Electric Mist --[release_year]--> 2009
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by andre turpin were in which languages
Start Entity:     André Turpin
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   André Turpin --[(INV) directed_by]--> Soft Shell Man --[in_language]--> French
Path (Raw):       André Turpin --[No Operation]--> André Turpin --[(INV) directed_by]--> Soft Shell Man --[in_language]--> French
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter howard korder co - wrote movies with who
Start Entity:     Howard Korder
Gold Answer:      [['David Loughery', 'Barbara Branden', 'Mary Gallagher']]
Predicted Ans:    Barbara Branden
Predicted Path:   Howard Korder --[(INV) written_by]--> The Passion of Ayn Rand --[written_by]--> Barbara Branden
Path (Raw):       Howard Korder --[No Operation]--> Howard Korder --[(INV) written_by]--> The Passion of Ayn Rand --[written_by]--> Barbara Branden
Neg LogProb(↓):   0.664604
Path Entropy(↓):  0.765626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Kevin gage appears in which movies
Start Entity:     Kevin Gage
Gold Answer:      [['Chaos']]
Predicted Ans:    Chaos
Predicted Path:   Kevin Gage --[(INV) starred_actors]--> Chaos --[starred_actors]--> Masato Hagiwara --[(INV) starred_actors]--> Chaos
Path (Raw):       Kevin Gage --[(INV) starred_actors]--> Chaos --[starred_actors]--> Masato Hagiwara --[(INV) starred_actors]--> Chaos
Neg LogProb(↓):   0.001218
Path Entropy(↓):  0.009840
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the ladykillers
Start Entity:     The Ladykillers
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Ladykillers --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       The Ladykillers --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   4.229155
Path Entropy(↓):  5.257296
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film did james edward grant write
Start Entity:     James Edward Grant
Gold Answer:      [['Support Your Local Gunfighter', 'Angel and the Badman', 'Boom Town', 'Sands of Iwo Jima']]
Predicted Ans:    Support Your Local Gunfighter
Predicted Path:   James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[written_by]--> James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter
Path (Raw):       James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter --[written_by]--> James Edward Grant --[(INV) written_by]--> Support Your Local Gunfighter
Neg LogProb(↓):   0.007714
Path Entropy(↓):  0.053629
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies written by j. t. tepnapa
Start Entity:     J.T. Tepnapa
Gold Answer:      [['1998', '2011']]
Predicted Ans:    2011
Predicted Path:   J.T. Tepnapa --[(INV) written_by]--> Judas Kiss --[release_year]--> 2011
Path (Raw):       J.T. Tepnapa --[No Operation]--> J.T. Tepnapa --[(INV) written_by]--> Judas Kiss --[release_year]--> 2011
Neg LogProb(↓):   0.675878
Path Entropy(↓):  1.012986
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by brainstorm actors
Start Entity:     Brainstorm
Gold Answer:      [['Walter Hill', 'Ronald Neame', 'Philip Kaufman', 'Gregory Widen', 'James Foley', 'Robert Wise', 'Michael Seresin', 'Brian De Palma', 'Greg Spence', 'Frank Coraci', 'Mike Nichols', 'Roland Joffé', 'Michael Anderson', 'Gerd Oswald', 'Glauber Rocha', 'Walter Grauman', 'John Badham', 'Jeffrey Bloom', 'Richard Quine', 'Tony Scott', 'Mark Palansky', 'Barry Levinson', 'Blake Edwards', 'Francis D. Lyon', 'Fisher Stevens', 'Robert Aldrich', 'John Ford', 'David McNally', 'Nicholas Ray', 'Pupi Avati', 'Franklin J. Schaffner', 'James Dearden', 'Abel Ferrara', 'Michael Cimino', 'Hugh Wilson', "Peter O'Fallon", 'Jonathan Hensleigh', 'Carroll Ballard', 'Paul Wendkos', 'Samuel Fuller', 'Pablo Trapero', 'David Cronenberg', 'Fred M. Wilcox', 'Paul Schrader', 'Steven Spielberg', 'Robert Mulligan', 'Peter Hewitt', 'John Sturges', 'John Glen', 'David Dobkin', 'Peter Tewksbury', 'John Irvin', 'Walter Salles', 'Malcolm D. Lee', 'Tim Burton', 'Sydney Pollack', 'Dirk Shafer', 'Irving Rapper', 'Marco Brambilla', 'David Butler', 'Jerome Robbins', 'Ralph Nelson', 'Phil Karlson', 'Joseph L. Mankiewicz', 'Elia Kazan', 'Arthur Hiller', 'Stuart Heisler']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Brainstorm --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Brainstorm --[starred_actors]--> Cliff Robertson --[(INV) starred_actors]--> The Honey Pot --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.155945
Path Entropy(↓):  0.600865
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of hotel for dogs
Start Entity:     Hotel for Dogs
Gold Answer:      [['Jeff Lowell', 'Jim Gillespie', 'Danny Cannon', 'Mike Mitchell']]
Predicted Ans:    Thor Freudenthal
Predicted Path:   Hotel for Dogs --[written_by]--> Jeff Lowell --[(INV) written_by]--> Hotel for Dogs --[directed_by]--> Thor Freudenthal
Path (Raw):       Hotel for Dogs --[written_by]--> Jeff Lowell --[(INV) written_by]--> Hotel for Dogs --[directed_by]--> Thor Freudenthal
Neg LogProb(↓):   0.017374
Path Entropy(↓):  0.103793
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films release whose actors also appear in the film cloudy with a chance of meatballs
Start Entity:     Cloudy with a Chance of Meatballs
Gold Answer:      [['1980', '2008', '2003', '1992', '1993', '2006', '1967', '1974', '2007', '2009', '2010', '1982', '1973', '2014', '1995', '1976', '1972', '1971', '1990', '1996', '2002', '1981', '2012', '2011', '2013', '1988', '1978', '1964', '1997', '1975', '2000', '1966', '2005', '1991', '1965', '1987', '1969']]
Predicted Ans:    1966
Predicted Path:   Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[release_year]--> 1966
Path (Raw):       Cloudy with a Chance of Meatballs --[starred_actors]--> James Caan --[(INV) starred_actors]--> El Dorado --[release_year]--> 1966
Neg LogProb(↓):   1.675782
Path Entropy(↓):  2.799435
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by dennis paoli fall under
Start Entity:     Dennis Paoli
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Dennis Paoli --[(INV) written_by]--> Dagon --[has_genre]--> Horror
Path (Raw):       Dennis Paoli --[No Operation]--> Dennis Paoli --[(INV) written_by]--> Dagon --[has_genre]--> Horror
Neg LogProb(↓):   0.030487
Path Entropy(↓):  0.134939
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the paradine case
Start Entity:     The Paradine Case
Gold Answer:      [['W. Somerset Maugham', 'Thornton Wilder', 'David Dodge', 'Arthur La Bern', 'Robert E. Sherwood', 'Patrick Hamilton', 'Angus MacPhail', 'Patricia Highsmith', 'Oliver Sandys', 'Joseph Jefferson Farjeon', 'Sally Benson', 'Hall Caine', 'Barré Lyndon', 'Marie Belloc Lowndes', 'George Tabori', 'Dorothy Parker', 'Ernest Lehman', 'Cornell Woolrich', 'John Steinbeck', 'Peter Viertel', 'Leon Uris', 'Frank Launder', 'Hume Cronyn', 'Selwyn Jepson', 'John Buchan', 'Lizzie Mickery', 'James Bridie', 'Ethel Lina White', 'Whitfield Cook', 'Robert Benchley', 'Maxwell Anderson', 'Clemence Dane', 'David Ondaatje', 'Stephan Elliott', 'Paul Anthelme', 'Daphne Du Maurier', 'Sheridan Jobbins', 'Anthony Shaffer', 'George Axelrod', 'Frederick Knott', 'Skip Woods', 'Samuel A. Taylor', 'Alec Coppel', 'Joseph Stefano', 'Joan Harrison', 'Charles Bennett', 'John Michael Hayes', 'Gordon McDonell', 'Philip MacDonald', 'Sidney Gilliat', 'John Galsworthy', 'Alfred Hitchcock', 'Jay Presson Allen', 'Winston Graham', 'Jerome Sable', 'Victor Canning', 'Eden Phillpotts', 'Jack Trevor Story', 'David Ayer', 'Robert Bloch', 'Joseph Conrad', 'Ben Hecht', 'Alma Reville', 'Michael Hogan', 'Walter C. Mycroft', 'Brian Moore', 'Helen Simpson', 'Arthur Laurents', 'James Hilton', 'Evan Hunter']]
Predicted Ans:    Ben Hecht
Predicted Path:   The Paradine Case --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[written_by]--> Ben Hecht
Path (Raw):       The Paradine Case --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Spellbound --[written_by]--> Ben Hecht
Neg LogProb(↓):   2.043178
Path Entropy(↓):  3.069326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with lock up fall under
Start Entity:     Lock Up
Gold Answer:      [['Drama', 'Crime', 'Action']]
Predicted Ans:    Crime
Predicted Path:   Lock Up --[directed_by]--> John Flynn --[(INV) directed_by]--> The Outfit --[has_genre]--> Crime
Path (Raw):       Lock Up --[directed_by]--> John Flynn --[(INV) directed_by]--> The Outfit --[has_genre]--> Crime
Neg LogProb(↓):   0.000225
Path Entropy(↓):  0.002444
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the devil's own
Start Entity:     The Devil's Own
Gold Answer:      [['Rubén Blades', 'Brad Pitt', 'Harrison Ford']]
Predicted Ans:    Brad Pitt
Predicted Path:   The Devil's Own --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Spy Game --[starred_actors]--> Brad Pitt
Path (Raw):       The Devil's Own --[starred_actors]--> Brad Pitt --[(INV) starred_actors]--> Spy Game --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.906532
Path Entropy(↓):  1.862584
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by rochelle hudson were in which genres
Start Entity:     Rochelle Hudson
Gold Answer:      [['Drama', 'Musical', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Rochelle Hudson --[(INV) starred_actors]--> Born Reckless --[has_genre]--> Comedy
Path (Raw):       Rochelle Hudson --[No Operation]--> Rochelle Hudson --[(INV) starred_actors]--> Born Reckless --[has_genre]--> Comedy
Neg LogProb(↓):   0.380370
Path Entropy(↓):  0.880175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of diamond men
Start Entity:     Diamond Men
Gold Answer:      [['Annapolis', 'Vigilante', 'Avalanche', 'Alligator', 'Dead Silence', 'Lakeboat', 'The Black Hole', 'Supernova', 'Jackie Brown', 'Saw II', 'Medium Cool']]
Predicted Ans:    Saw II
Predicted Path:   Diamond Men --[starred_actors]--> Donnie Wahlberg --[(INV) starred_actors]--> Saw II
Path (Raw):       Diamond Men --[starred_actors]--> Donnie Wahlberg --[No Operation]--> Donnie Wahlberg --[(INV) starred_actors]--> Saw II
Neg LogProb(↓):   0.551206
Path Entropy(↓):  1.033341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of movies whose writers also wrote zombies of mora tau
Start Entity:     Zombies of Mora Tau
Gold Answer:      [['Guy Green', 'Nicholas Ray']]
Predicted Ans:    Nicholas Ray
Predicted Path:   Zombies of Mora Tau --[written_by]--> Bernard Gordon --[(INV) written_by]--> 55 Days at Peking --[directed_by]--> Nicholas Ray
Path (Raw):       Zombies of Mora Tau --[written_by]--> Bernard Gordon --[(INV) written_by]--> 55 Days at Peking --[directed_by]--> Nicholas Ray
Neg LogProb(↓):   0.017312
Path Entropy(↓):  0.092911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in andreu buenafuente acted films
Start Entity:     Andreu Buenafuente
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Andreu Buenafuente --[(INV) starred_actors]--> Donkey Xote --[in_language]--> Spanish
Path (Raw):       Andreu Buenafuente --[No Operation]--> Andreu Buenafuente --[(INV) starred_actors]--> Donkey Xote --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the dog nail clipper director
Start Entity:     Dog Nail Clipper
Gold Answer:      [['Markku Pölönen']]
Predicted Ans:    Markku Pölönen
Predicted Path:   Dog Nail Clipper --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[written_by]--> Markku Pölönen
Path (Raw):       Dog Nail Clipper --[directed_by]--> Markku Pölönen --[(INV) directed_by]--> On the Road to Emmaus --[written_by]--> Markku Pölönen
Neg LogProb(↓):   0.067181
Path Entropy(↓):  0.308543
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of al jean written movies
Start Entity:     Al Jean
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Al Jean --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Path (Raw):       Al Jean --[No Operation]--> Al Jean --[(INV) written_by]--> The Simpsons Movie --[release_year]--> 2007
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies did jimmy nail star in
Start Entity:     Jimmy Nail
Gold Answer:      [['Dream Demon']]
Predicted Ans:    Murphy's Law
Predicted Path:   Jimmy Nail --[(INV) starred_actors]--> Dream Demon --[starred_actors]--> Kathleen Wilhoite --[(INV) starred_actors]--> Murphy's Law
Path (Raw):       Jimmy Nail --[(INV) starred_actors]--> Dream Demon --[starred_actors]--> Kathleen Wilhoite --[(INV) starred_actors]--> Murphy's Law
Neg LogProb(↓):   0.079357
Path Entropy(↓):  0.345128
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films directed by roger goldby
Start Entity:     Roger Goldby
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Roger Goldby --[(INV) directed_by]--> The Waiting Room --[has_genre]--> Drama
Path (Raw):       Roger Goldby --[No Operation]--> Roger Goldby --[(INV) directed_by]--> The Waiting Room --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films for the writer of charlie wilson's war
Start Entity:     Charlie Wilson's War
Gold Answer:      [['David Fincher', 'Bennett Miller', 'Harold Becker', 'Rob Reiner']]
Predicted Ans:    Bennett Miller
Predicted Path:   Charlie Wilson's War --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Moneyball --[directed_by]--> Bennett Miller
Path (Raw):       Charlie Wilson's War --[written_by]--> Aaron Sorkin --[(INV) written_by]--> Moneyball --[directed_by]--> Bennett Miller
Neg LogProb(↓):   0.748185
Path Entropy(↓):  1.213197
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the movie topsy - turvy released
Start Entity:     Topsy-Turvy
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Topsy-Turvy --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Path (Raw):       Topsy-Turvy --[release_year]--> 1999 --[(INV) release_year]--> Godzilla 2000 --[release_year]--> 1999
Neg LogProb(↓):   2.054191
Path Entropy(↓):  3.968321
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of les miserables
Start Entity:     Les Misérables
Gold Answer:      [['René Barjavel', 'Victor Hugo', 'Michel Audiard']]
Predicted Ans:    Victor Hugo
Predicted Path:   Les Misérables --[written_by]--> Victor Hugo --[(INV) written_by]--> The Man Who Laughs --[written_by]--> Victor Hugo
Path (Raw):       Les Misérables --[written_by]--> Victor Hugo --[(INV) written_by]--> The Man Who Laughs --[written_by]--> Victor Hugo
Neg LogProb(↓):   3.469012
Path Entropy(↓):  4.078142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in moon child
Start Entity:     Moon Child
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Moon Child --[starred_actors]--> Gackt --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Path (Raw):       Moon Child --[starred_actors]--> Gackt --[(INV) starred_actors]--> Bunraku --[in_language]--> Japanese
Neg LogProb(↓):   0.023579
Path Entropy(↓):  0.114849
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of flirtation walk
Start Entity:     Flirtation Walk
Gold Answer:      [['Robert Young', 'Marlene Dietrich', 'Helen Hayes', 'Walter Slezak', 'Ethel Barrymore', 'James Stewart', 'Gary Cooper', 'Andrew McCarthy', 'Binnie Barnes', 'Janet Gaynor', 'Paul Henreid', 'Adolphe Menjou', 'Colin Clive', 'Leo Carrillo', 'Minna Gombell', 'Sally Eilers', 'Estelle Getty', 'William Frawley', 'John Halliday', 'Franchot Tone', 'Alan Curtis', 'James Spader', 'Joan Crawford', 'Gail Russell', 'Dane Clark', 'Robert Taylor', 'Mary Pickford', 'Loretta Young', 'Charles Farrell', 'James Dunn', 'Clark Gable', 'Charles Boyer', 'Paul Fix', 'Spencer Tracy', "Maureen O'Hara", 'Jean Arthur', 'Margaret Sullavan', 'Kim Cattrall']]
Predicted Ans:    Gary Cooper
Predicted Path:   Flirtation Walk --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[starred_actors]--> Gary Cooper
Path (Raw):       Flirtation Walk --[directed_by]--> Frank Borzage --[(INV) directed_by]--> A Farewell to Arms --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.953825
Path Entropy(↓):  2.043452
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by detlev buck were in which languages
Start Entity:     Detlev Buck
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Detlev Buck --[(INV) written_by]--> Measuring the World --[in_language]--> German
Path (Raw):       Detlev Buck --[No Operation]--> Detlev Buck --[(INV) written_by]--> Measuring the World --[in_language]--> German
Neg LogProb(↓):   0.000411
Path Entropy(↓):  0.003619
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing our fathers
Start Entity:     Our Fathers
Gold Answer:      [['dan curtis']]
Predicted Ans:    dan curtis
Predicted Path:   Our Fathers --[has_tags]--> dan curtis --[(INV) has_tags]--> Our Fathers --[has_tags]--> dan curtis
Path (Raw):       Our Fathers --[has_tags]--> dan curtis --[(INV) has_tags]--> Our Fathers --[has_tags]--> dan curtis
Neg LogProb(↓):   0.001901
Path Entropy(↓):  0.014598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by the actors in noah's ark
Start Entity:     Noah's Ark
Gold Answer:      [['Frances Hodgson Burnett', 'Orson Welles', 'Booth Tarkington']]
Predicted Ans:    Orson Welles
Predicted Path:   Noah's Ark --[starred_actors]--> Dolores Costello --[(INV) starred_actors]--> The Magnificent Ambersons --[written_by]--> Orson Welles
Path (Raw):       Noah's Ark --[starred_actors]--> Dolores Costello --[(INV) starred_actors]--> The Magnificent Ambersons --[written_by]--> Orson Welles
Neg LogProb(↓):   0.392990
Path Entropy(↓):  0.918410
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the nut job
Start Entity:     The Nut Job
Gold Answer:      [['Music', 'Documentary', 'Western', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Nut Job --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Path (Raw):       The Nut Job --[starred_actors]--> Katherine Heigl --[(INV) starred_actors]--> Killers --[has_genre]--> Comedy
Neg LogProb(↓):   1.103022
Path Entropy(↓):  1.986214
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the break - up
Start Entity:     The Break-Up
Gold Answer:      [['Vince Vaughn', 'Jeremy Garelick', 'Jay Lavender']]
Predicted Ans:    Vince Vaughn
Predicted Path:   The Break-Up --[written_by]--> Jay Lavender --[(INV) written_by]--> The Break-Up --[written_by]--> Vince Vaughn
Path (Raw):       The Break-Up --[written_by]--> Jay Lavender --[(INV) written_by]--> The Break-Up --[written_by]--> Vince Vaughn
Neg LogProb(↓):   0.365741
Path Entropy(↓):  1.023048
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by cornelia funke
Start Entity:     Cornelia Funke
Gold Answer:      [['Family', 'Fantasy', 'Adventure']]
Predicted Ans:    Family
Predicted Path:   Cornelia Funke --[(INV) written_by]--> The Thief Lord --[has_genre]--> Family
Path (Raw):       Cornelia Funke --[No Operation]--> Cornelia Funke --[(INV) written_by]--> The Thief Lord --[has_genre]--> Family
Neg LogProb(↓):   0.000155
Path Entropy(↓):  0.001520
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by pete travis
Start Entity:     Pete Travis
Gold Answer:      [['Alex Garland', 'John Wagner', 'Carlos Ezquerra', 'Paula Milne', 'Robert Harvey', 'Barry L. Levy']]
Predicted Ans:    Alex Garland
Predicted Path:   Pete Travis --[(INV) directed_by]--> Dredd --[written_by]--> Alex Garland
Path (Raw):       Pete Travis --[No Operation]--> Pete Travis --[(INV) directed_by]--> Dredd --[written_by]--> Alex Garland
Neg LogProb(↓):   1.208875
Path Entropy(↓):  1.889790
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by fatal attraction actors
Start Entity:     Fatal Attraction
Gold Answer:      [['John Gielgud', 'Michael Almereyda', 'Fritz Lang', 'Stephen Frears', 'Peter Hyams', 'Stephen Herek', 'Wolfgang Petersen', 'Arthur Hiller', 'Franco Zeffirelli', 'Rob Reiner', 'Chris Buck', 'Michael Crichton', 'Rodrigo García', 'Rose Troche', 'Lewis Teague', 'Harald Zwart', 'Barry Levinson', 'Robert Altman', 'Jon Blair', 'Ron Howard', 'Steven Hilliard Stern', 'Kenneth Branagh', 'Jerry Jameson', 'David Seltzer', 'David Levien', 'Brian Koppelman', 'Jon Turteltaub', 'James Bridges', 'Mike Cahill', 'Grigori Kozintsev', 'Alan Rudolph', 'Clark Johnson', 'Lawrence Kasdan', 'Reinhard Klooss', 'Bryan Forbes', 'Ridley Scott', 'Christian Duguay', 'Bernard McEveety', 'Andrew Davis', 'Joel Schumacher', 'Mike Disa', 'Phillip Noyce', 'Gary Fleder', 'George Roy Hill', 'Michael Winner', 'Kevin Lima', 'Laurence Olivier', 'Danny DeVito', 'Andrew Levitas', 'Curtis Hanson', 'Cory Edwards', 'Todd Edwards', 'Tony Leech', 'Robert Zemeckis', 'Stephen Hopkins', 'Peter Askin', 'Fred Schepisi', 'Tim Burton', 'Tony Richardson', 'Mark Waters', 'Daniel Petrie', 'Frank Oz', 'David Fincher', 'Jonathan Kaplan', 'Paul Verhoeven', 'Bruce Beresford', 'Mark Sandrich', 'Martin Davidson']]
Predicted Ans:    Fritz Lang
Predicted Path:   Fatal Attraction --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[directed_by]--> Fritz Lang
Path (Raw):       Fatal Attraction --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> Beyond a Reasonable Doubt --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.766867
Path Entropy(↓):  1.859838
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by rodrigo garcia were released in which years
Start Entity:     Rodrigo García
Gold Answer:      [['2000', '2009', '1957', '2005', '2002']]
Predicted Ans:    2000
Predicted Path:   Rodrigo García --[(INV) written_by]--> Things You Can Tell Just by Looking at Her --[release_year]--> 2000
Path (Raw):       Rodrigo García --[No Operation]--> Rodrigo García --[(INV) written_by]--> Things You Can Tell Just by Looking at Her --[release_year]--> 2000
Neg LogProb(↓):   1.086839
Path Entropy(↓):  0.973086
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie lights in the dusk were released in which years
Start Entity:     Lights in the Dusk
Gold Answer:      [['1983', '1988', '1990', '1992', '1989', '1996', '1985', '1999', '2002', '1935', '1987', '1986', '1994', '2011']]
Predicted Ans:    1986
Predicted Path:   Lights in the Dusk --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Rocky VI --[release_year]--> 1986
Path (Raw):       Lights in the Dusk --[directed_by]--> Aki Kaurismäki --[(INV) directed_by]--> Rocky VI --[release_year]--> 1986
Neg LogProb(↓):   1.550410
Path Entropy(↓):  1.850600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with i hate valentine's day
Start Entity:     I Hate Valentine's Day
Gold Answer:      [['Connie and Carla', 'My Big Fat Greek Wedding', 'Larry Crowne']]
Predicted Ans:    Connie and Carla
Predicted Path:   I Hate Valentine's Day --[written_by]--> Nia Vardalos --[(INV) written_by]--> Connie and Carla
Path (Raw):       I Hate Valentine's Day --[written_by]--> Nia Vardalos --[(INV) written_by]--> Connie and Carla --[No Operation]--> Connie and Carla
Neg LogProb(↓):   0.045642
Path Entropy(↓):  0.204173
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films written by the big picture writers release
Start Entity:     The Big Picture
Gold Answer:      [['2000', '1997', '2003', '2006', '2011']]
Predicted Ans:    2010
Predicted Path:   The Big Picture --[written_by]--> Christopher Guest --[(INV) written_by]--> The Big Picture --[release_year]--> 2010
Path (Raw):       The Big Picture --[written_by]--> Christopher Guest --[(INV) written_by]--> The Big Picture --[release_year]--> 2010
Neg LogProb(↓):   0.865348
Path Entropy(↓):  1.484090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the main languages in oliver ford davies starred movies
Start Entity:     Oliver Ford Davies
Gold Answer:      [['English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Oliver Ford Davies --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Path (Raw):       Oliver Ford Davies --[No Operation]--> Oliver Ford Davies --[(INV) starred_actors]--> Hamlet --[in_language]--> English
Neg LogProb(↓):   2.079872
Path Entropy(↓):  2.082312
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the main languages in rosel zech starred movies
Start Entity:     Rosel Zech
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Rosel Zech --[(INV) starred_actors]--> Salmonberries --[in_language]--> English
Path (Raw):       Rosel Zech --[No Operation]--> Rosel Zech --[(INV) starred_actors]--> Salmonberries --[in_language]--> English
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie selma
Start Entity:     Selma
Gold Answer:      [['2011', '2009']]
Predicted Ans:    2009
Predicted Path:   Selma --[starred_actors]--> Carmen Ejogo --[(INV) starred_actors]--> Away We Go --[release_year]--> 2009
Path (Raw):       Selma --[starred_actors]--> Carmen Ejogo --[(INV) starred_actors]--> Away We Go --[release_year]--> 2009
Neg LogProb(↓):   0.004773
Path Entropy(↓):  0.032406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by deep end writers
Start Entity:     Deep End
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   Deep End --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Moonlighting --[has_genre]--> Drama
Path (Raw):       Deep End --[written_by]--> Jerzy Skolimowski --[(INV) written_by]--> Moonlighting --[has_genre]--> Drama
Neg LogProb(↓):   0.005406
Path Entropy(↓):  0.033736
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of dennis donnelly directed films
Start Entity:     Dennis Donnelly
Gold Answer:      [['1978']]
Predicted Ans:    1978
Predicted Path:   Dennis Donnelly --[(INV) directed_by]--> The Toolbox Murders --[release_year]--> 1978
Path (Raw):       Dennis Donnelly --[No Operation]--> Dennis Donnelly --[(INV) directed_by]--> The Toolbox Murders --[release_year]--> 1978
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same actor of the china syndrome
Start Entity:     The China Syndrome
Gold Answer:      [['It Runs in the Family', 'Luv', 'Mass Appeal', 'All Together', 'Dad', 'Romancing the Stone', 'Short Cuts', 'The Game', 'Solitary Man', 'The Electric Horseman', 'Monster-in-Law', 'Good Neighbor Sam', 'Comes a Horseman', 'The Notorious Landlady', 'My Fellow Americans', 'The Sentinel', 'The War of the Roses', 'The In-Laws', "One Night at McCool's", 'Fatal Attraction', 'Falling Down', 'It Happened to Jane', 'The Odd Couple II', 'Avanti!', 'The Star Chamber', 'Sunday in New York', "That's Life!", 'Beyond a Reasonable Doubt', 'The Chapman Report', 'Cowboy', 'My Sister Eileen', 'Basic Instinct', 'Coma', 'Irma la Douce', 'Shining Through', 'Agnes of God', 'On Golden Pond', 'Cat Ballou', 'Old Gringo', "Airport '77", 'The Fortune Cookie', 'Wonder Boys', 'Days of Wine and Roses', 'The Front Page', 'Walk on the Wild Side', 'Phffft', 'King of California', "They Shoot Horses, Don't They?", 'Getting Away with Murder', 'Barefoot in the Park', 'Fire Down Below', 'Trumbo', 'Tuesdays with Morrie', 'Ghosts of Girlfriends Past', 'Mister Roberts', 'Any Wednesday', 'Georgia Rule', 'The Jewel of the Nile', 'Black Rain', 'Buddy Buddy', 'Tall Story', 'Running', 'Grumpy Old Men', 'The Chase', 'Missing', 'Hurry Sundown', 'Coming Home', 'A Perfect Murder', 'The American President', 'The Odd Couple', 'The Wackiest Ship in the Army', 'It Should Happen to You', 'Save the Tiger', 'Out to Sea', 'Johnny Guitar', 'How to Murder Your Wife', 'Rollover', 'The Apartment', 'Operation Mad Ball', 'Barbarella', 'Under the Yum Yum Tree', 'Glengarry Glen Ross', 'The Morning After', 'Last Vegas', 'Disclosure', 'Inherit the Wind', "Don't Say a Word", 'Napoleon and Samantha', 'The April Fools', 'The Great Race', 'Some Like It Hot', 'Fun with Dick and Jane', 'Grumpier Old Men', 'Spirits of the Dead', 'Klute', 'The Ghost and the Darkness', 'Julia', 'And So It Goes']]
Predicted Ans:    Spirits of the Dead
Predicted Path:   The China Syndrome --[starred_actors]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead
Path (Raw):       The China Syndrome --[starred_actors]--> Jane Fonda --[No Operation]--> Jane Fonda --[(INV) starred_actors]--> Spirits of the Dead
Neg LogProb(↓):   0.335119
Path Entropy(↓):  0.740911
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie twentieth century
Start Entity:     Twentieth Century
Gold Answer:      [['Armitage Trail', 'Abem Finkel', 'Harry Chandlee', 'Martin Flavin', 'Jane Murfin', 'Dudley Nichols', 'John Huston', 'Ernest Hemingway', 'Hagar Wilde', 'Charles Schnee', 'John Monk Saunders', 'Billy Wilder', 'Harry Brown', 'Oliver Stone', 'Charles Lederer', 'Will B. Johnstone', 'Tom Skeyhill', 'Howard Hawks', 'Edna Ferber', 'Michael Winner', 'Edgecumb Pinchon', 'O.B. Stade', 'Borden Chase', 'Anita Loos', 'Howard Koch', 'Leigh Brackett', 'Ben Hecht', 'Raymond Chandler', 'William Faulkner', 'Jules Furthman', 'Charles MacArthur', 'Henri Rochard']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Twentieth Century --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Path (Raw):       Twentieth Century --[directed_by]--> Howard Hawks --[(INV) directed_by]--> To Have and Have Not --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.486647
Path Entropy(↓):  2.245539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies are about wintry
Start Entity:     wintry
Gold Answer:      [['Tunes of Glory']]
Predicted Ans:    The Prime of Miss Jean Brodie
Predicted Path:   wintry --[(INV) has_tags]--> Tunes of Glory --[has_tags]--> ronald neame --[(INV) has_tags]--> The Prime of Miss Jean Brodie
Path (Raw):       wintry --[(INV) has_tags]--> Tunes of Glory --[has_tags]--> ronald neame --[(INV) has_tags]--> The Prime of Miss Jean Brodie
Neg LogProb(↓):   0.835794
Path Entropy(↓):  1.678504
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who stars in police
Start Entity:     Police
Gold Answer:      [['Edna Purviance', 'Wesley Ruggles']]
Predicted Ans:    Sophie Marceau
Predicted Path:   Police --[starred_actors]--> Sophie Marceau --[(INV) starred_actors]--> Firelight --[starred_actors]--> Sophie Marceau
Path (Raw):       Police --[starred_actors]--> Sophie Marceau --[(INV) starred_actors]--> Firelight --[starred_actors]--> Sophie Marceau
Neg LogProb(↓):   0.244358
Path Entropy(↓):  0.544873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote the screenplay for fool's gold
Start Entity:     Fool's Gold
Gold Answer:      [['Andy Tennant']]
Predicted Ans:    Andy Tennant
Predicted Path:   Fool's Gold --[written_by]--> Andy Tennant --[(INV) written_by]--> Fool's Gold --[written_by]--> Andy Tennant
Path (Raw):       Fool's Gold --[written_by]--> Andy Tennant --[(INV) written_by]--> Fool's Gold --[written_by]--> Andy Tennant
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the revolution director
Start Entity:     Revolution
Gold Answer:      [['Drama', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   Revolution --[directed_by]--> Hugh Hudson --[(INV) directed_by]--> Chariots of Fire --[has_genre]--> Drama
Path (Raw):       Revolution --[directed_by]--> Hugh Hudson --[(INV) directed_by]--> Chariots of Fire --[has_genre]--> Drama
Neg LogProb(↓):   0.000313
Path Entropy(↓):  0.003044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in from the earth to the moon
Start Entity:     From the Earth to the Moon
Gold Answer:      [['Romance', 'Family', 'Western', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    War
Predicted Path:   From the Earth to the Moon --[starred_actors]--> George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Path (Raw):       From the Earth to the Moon --[starred_actors]--> George Sanders --[(INV) starred_actors]--> Confessions of a Nazi Spy --[has_genre]--> War
Neg LogProb(↓):   0.342348
Path Entropy(↓):  0.993119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the hintertreppe director
Start Entity:     Hintertreppe
Gold Answer:      [['Drama', 'Horror', 'Fantasy', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Hintertreppe --[directed_by]--> Paul Leni --[(INV) directed_by]--> Waxworks --[has_genre]--> Horror
Path (Raw):       Hintertreppe --[directed_by]--> Paul Leni --[(INV) directed_by]--> Waxworks --[has_genre]--> Horror
Neg LogProb(↓):   0.088302
Path Entropy(↓):  0.324113
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who stars in speaking of the devil
Start Entity:     Speaking of the Devil
Gold Answer:      [['Bud Spencer']]
Predicted Ans:    Bud Spencer
Predicted Path:   Speaking of the Devil --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[starred_actors]--> Bud Spencer
Path (Raw):       Speaking of the Devil --[starred_actors]--> Bud Spencer --[(INV) starred_actors]--> The Five Man Army --[starred_actors]--> Bud Spencer
Neg LogProb(↓):   0.010227
Path Entropy(↓):  0.060721
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the kremlin letter
Start Entity:     The Kremlin Letter
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Kremlin Letter --[directed_by]--> John Huston --[(INV) directed_by]--> Across the Pacific --[has_genre]--> Adventure
Path (Raw):       The Kremlin Letter --[directed_by]--> John Huston --[(INV) directed_by]--> Across the Pacific --[has_genre]--> Adventure
Neg LogProb(↓):   1.000812
Path Entropy(↓):  1.606800
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of sorority babes in the slimeball bowl - o - rama
Start Entity:     Sorority Babes in the Slimeball Bowl-O-Rama
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Sorority Babes in the Slimeball Bowl-O-Rama --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[has_genre]--> Horror
Path (Raw):       Sorority Babes in the Slimeball Bowl-O-Rama --[directed_by]--> David DeCoteau --[(INV) directed_by]--> Ring of Darkness --[has_genre]--> Horror
Neg LogProb(↓):   0.005540
Path Entropy(↓):  0.034690
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of helene hanff
Start Entity:     Helene Hanff
Gold Answer:      [['Hugh Whitemore']]
Predicted Ans:    Helene Hanff
Predicted Path:   Helene Hanff --[(INV) written_by]--> 84 Charing Cross Road --[written_by]--> Helene Hanff
Path (Raw):       Helene Hanff --[No Operation]--> Helene Hanff --[(INV) written_by]--> 84 Charing Cross Road --[written_by]--> Helene Hanff
Neg LogProb(↓):   0.016888
Path Entropy(↓):  0.085088
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films starred by actors in nadine
Start Entity:     Nadine
Gold Answer:      [['Family', 'Music', 'Sport', 'Western', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Nadine --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Getaway --[has_genre]--> Thriller
Path (Raw):       Nadine --[starred_actors]--> Kim Basinger --[(INV) starred_actors]--> The Getaway --[has_genre]--> Thriller
Neg LogProb(↓):   1.268654
Path Entropy(↓):  2.723422
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in toys
Start Entity:     Toys
Gold Answer:      [['English', 'Old English', 'Russian']]
Predicted Ans:    English
Predicted Path:   Toys --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Path (Raw):       Toys --[starred_actors]--> Michael Gambon --[(INV) starred_actors]--> Gosford Park --[in_language]--> English
Neg LogProb(↓):   0.518598
Path Entropy(↓):  0.675201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in voyager
Start Entity:     Voyager
Gold Answer:      [['French', 'Sioux', 'English', 'Russian', 'German']]
Predicted Ans:    French
Predicted Path:   Voyager --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[in_language]--> French
Path (Raw):       Voyager --[starred_actors]--> Julie Delpy --[(INV) starred_actors]--> Before Sunset --[in_language]--> French
Neg LogProb(↓):   1.302998
Path Entropy(↓):  0.893094
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by pat paulsen
Start Entity:     Pat Paulsen
Gold Answer:      [['Murray Langston']]
Predicted Ans:    Murray Langston
Predicted Path:   Pat Paulsen --[(INV) starred_actors]--> Night Patrol --[written_by]--> Murray Langston
Path (Raw):       Pat Paulsen --[No Operation]--> Pat Paulsen --[(INV) starred_actors]--> Night Patrol --[written_by]--> Murray Langston
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with show me love fall under
Start Entity:     Show Me Love
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Show Me Love --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Together --[has_genre]--> Comedy
Path (Raw):       Show Me Love --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Together --[has_genre]--> Comedy
Neg LogProb(↓):   0.782822
Path Entropy(↓):  1.165529
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the witches of eastwick released
Start Entity:     The Witches of Eastwick
Gold Answer:      [['1987']]
Predicted Ans:    1987
Predicted Path:   The Witches of Eastwick --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Path (Raw):       The Witches of Eastwick --[release_year]--> 1987 --[(INV) release_year]--> Law of Desire --[release_year]--> 1987
Neg LogProb(↓):   2.434344
Path Entropy(↓):  3.860108
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie diamond dogs
Start Entity:     Diamond Dogs
Gold Answer:      [['Dolph Lundgren']]
Predicted Ans:    Dolph Lundgren
Predicted Path:   Diamond Dogs --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[directed_by]--> Dolph Lundgren
Path (Raw):       Diamond Dogs --[directed_by]--> Dolph Lundgren --[(INV) directed_by]--> Command Performance --[directed_by]--> Dolph Lundgren
Neg LogProb(↓):   0.214995
Path Entropy(↓):  0.497279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed how i live now
Start Entity:     How I Live Now
Gold Answer:      [['Kevin Macdonald']]
Predicted Ans:    Kevin Macdonald
Predicted Path:   How I Live Now --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> The Last King of Scotland --[directed_by]--> Kevin Macdonald
Path (Raw):       How I Live Now --[directed_by]--> Kevin Macdonald --[(INV) directed_by]--> The Last King of Scotland --[directed_by]--> Kevin Macdonald
Neg LogProb(↓):   0.166844
Path Entropy(↓):  0.472709
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director clark gregg co - directed movies with who
Start Entity:     Clark Gregg
Gold Answer:      [['Johan Kling']]
Predicted Ans:    Johan Kling
Predicted Path:   Clark Gregg --[(INV) directed_by]--> Trust Me --[directed_by]--> Johan Kling
Path (Raw):       Clark Gregg --[No Operation]--> Clark Gregg --[(INV) directed_by]--> Trust Me --[directed_by]--> Johan Kling
Neg LogProb(↓):   0.002231
Path Entropy(↓):  0.016774
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of blue harvest
Start Entity:     Blue Harvest
Gold Answer:      [['Mila Kunis', 'Mark Wahlberg', 'Amanda Seyfried', 'Liam Neeson', 'Seth MacFarlane', 'Joel McHale', 'Charlize Theron']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   Blue Harvest --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[starred_actors]--> Mark Wahlberg
Path (Raw):       Blue Harvest --[written_by]--> Alec Sulkin --[(INV) written_by]--> Ted --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.023836
Path Entropy(↓):  0.131321
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in playtime
Start Entity:     Playtime
Gold Answer:      [['1971', '1974']]
Predicted Ans:    1971
Predicted Path:   Playtime --[starred_actors]--> Jacques Tati --[(INV) starred_actors]--> Trafic --[release_year]--> 1971
Path (Raw):       Playtime --[starred_actors]--> Jacques Tati --[(INV) starred_actors]--> Trafic --[release_year]--> 1971
Neg LogProb(↓):   0.328379
Path Entropy(↓):  0.784481
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by john logan
Start Entity:     John Logan
Gold Answer:      [['Sacha Baron Cohen', 'Ben Kingsley', 'Javier Bardem', 'Tom Cruise', 'Asa Butterfield', 'Chloë Grace Moretz', 'Rosanna Arquette', 'Leonardo DiCaprio', 'Cate Blanchett', 'Kate Beckinsale', 'John C. Reilly', 'Ken Watanabe', 'Judi Dench', 'Christopher Reeve', 'Ralph Fiennes', 'Daniel Craig']]
Predicted Ans:    Ben Kingsley
Predicted Path:   John Logan --[(INV) written_by]--> Hugo --[starred_actors]--> Ben Kingsley
Path (Raw):       John Logan --[No Operation]--> John Logan --[(INV) written_by]--> Hugo --[starred_actors]--> Ben Kingsley
Neg LogProb(↓):   0.552558
Path Entropy(↓):  0.891622
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre is today you die in
Start Entity:     Today You Die
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Today You Die --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Path (Raw):       Today You Die --[has_genre]--> Action --[(INV) has_genre]--> Forest Warrior --[has_genre]--> Action
Neg LogProb(↓):   0.899804
Path Entropy(↓):  2.412841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter martin vale co - wrote movies with who
Start Entity:     Martin Vale
Gold Answer:      [['Thomas Job']]
Predicted Ans:    Martin Vale
Predicted Path:   Martin Vale --[(INV) written_by]--> The Two Mrs. Carrolls --[written_by]--> Martin Vale
Path (Raw):       Martin Vale --[No Operation]--> Martin Vale --[(INV) written_by]--> The Two Mrs. Carrolls --[written_by]--> Martin Vale
Neg LogProb(↓):   0.017713
Path Entropy(↓):  0.088374
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the films acted by tom neal
Start Entity:     Tom Neal
Gold Answer:      [['Edgar G. Ulmer', 'Severin Eskeland']]
Predicted Ans:    Edgar G. Ulmer
Predicted Path:   Tom Neal --[(INV) starred_actors]--> Detour --[directed_by]--> Edgar G. Ulmer
Path (Raw):       Tom Neal --[No Operation]--> Tom Neal --[(INV) starred_actors]--> Detour --[directed_by]--> Edgar G. Ulmer
Neg LogProb(↓):   0.003018
Path Entropy(↓):  0.020500
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of born american starred who
Start Entity:     Born American
Gold Answer:      [['Scott Adkins', 'Roxanne McKee', 'Kellan Lutz', 'Gaia Weiss']]
Predicted Ans:    Kellan Lutz
Predicted Path:   Born American --[written_by]--> Renny Harlin --[(INV) written_by]--> The Legend of Hercules --[starred_actors]--> Kellan Lutz
Path (Raw):       Born American --[written_by]--> Renny Harlin --[(INV) written_by]--> The Legend of Hercules --[starred_actors]--> Kellan Lutz
Neg LogProb(↓):   0.035770
Path Entropy(↓):  0.164791
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of in love and war
Start Entity:     In Love and War
Gold Answer:      [['Ben Kingsley', 'Burgess Meredith', 'Malcolm McFee', 'Shirley MacLaine', 'Geraldine Chaplin', 'Anthony Hopkins', 'Christopher Plummer', 'Simon Ward']]
Predicted Ans:    Chris O'Donnell
Predicted Path:   In Love and War --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> In Love and War --[starred_actors]--> Chris O'Donnell
Path (Raw):       In Love and War --[directed_by]--> Richard Attenborough --[(INV) directed_by]--> In Love and War --[starred_actors]--> Chris O'Donnell
Neg LogProb(↓):   0.614297
Path Entropy(↓):  1.350818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What types are the movies written by marcus h. rosenmuller
Start Entity:     Marcus H. Rosenmüller
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Marcus H. Rosenmüller --[(INV) written_by]--> Grave Decisions --[has_genre]--> Comedy
Path (Raw):       Marcus H. Rosenmüller --[No Operation]--> Marcus H. Rosenmüller --[(INV) written_by]--> Grave Decisions --[has_genre]--> Comedy
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000318
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of the interview
Start Entity:     The Interview
Gold Answer:      [['Ben Stiller', 'Owen Wilson', 'James Franco', 'Cameron Diaz', 'Vince Vaughn', 'Liev Schreiber', 'Jay Baruchel', 'Hugo Weaving', 'Seth Rogen', 'Xavier Samuel', 'Jay Chou', 'Michael Cera', 'Seann William Scott', 'Jonah Hill', 'Richard Ayoade']]
Predicted Ans:    James Franco
Predicted Path:   The Interview --[written_by]--> Evan Goldberg --[(INV) written_by]--> The Interview --[starred_actors]--> James Franco
Path (Raw):       The Interview --[written_by]--> Evan Goldberg --[(INV) written_by]--> The Interview --[starred_actors]--> James Franco
Neg LogProb(↓):   0.574444
Path Entropy(↓):  1.198931
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jonathan freeman were released in which years
Start Entity:     Jonathan Freeman
Gold Answer:      [['1992']]
Predicted Ans:    1992
Predicted Path:   Jonathan Freeman --[(INV) starred_actors]--> Aladdin --[release_year]--> 1992
Path (Raw):       Jonathan Freeman --[No Operation]--> Jonathan Freeman --[(INV) starred_actors]--> Aladdin --[release_year]--> 1992
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000015
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of stefano quantestorie
Start Entity:     Stefano Quantestorie
Gold Answer:      [['The Icicle Thief']]
Predicted Ans:    The Icicle Thief
Predicted Path:   Stefano Quantestorie --[written_by]--> Maurizio Nichetti --[(INV) written_by]--> The Icicle Thief
Path (Raw):       Stefano Quantestorie --[No Operation]--> Stefano Quantestorie --[written_by]--> Maurizio Nichetti --[(INV) written_by]--> The Icicle Thief
Neg LogProb(↓):   0.735054
Path Entropy(↓):  1.098124
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by stanley baker
Start Entity:     Stanley Baker
Gold Answer:      [['Robert Wise', 'J. Lee Thompson', 'Kike Maíllo', 'Joseph Losey', 'Val Guest', 'Cy Endfield', 'Jérôme Salle']]
Predicted Ans:    J. Lee Thompson
Predicted Path:   Stanley Baker --[(INV) starred_actors]--> The Guns of Navarone --[directed_by]--> J. Lee Thompson
Path (Raw):       Stanley Baker --[No Operation]--> Stanley Baker --[(INV) starred_actors]--> The Guns of Navarone --[directed_by]--> J. Lee Thompson
Neg LogProb(↓):   0.750888
Path Entropy(↓):  1.213574
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the roman spring of mrs. stone
Start Entity:     The Roman Spring of Mrs. Stone
Gold Answer:      [['Una Merkel', 'Ruth Gordon', 'Marlon Brando', 'Elizabeth Taylor', 'Deborah Kerr', 'Jessica Lange', 'Trevor Howard', 'Katharine Hepburn', 'Bryce Dallas Howard', 'Marisa Pavan', 'Joanne Woodward', 'Joanna Miles', 'Alec Baldwin', 'Montgomery Clift', 'Robert Redford', 'Karl Malden', 'Vivien Leigh', 'Christopher Plummer', 'Treat Williams', 'Sam Waterston', 'Kate Reid', 'Anna Magnani', 'Mary Ure', 'Diane Lane', 'Paul Newman', 'Carroll Baker', 'Kim Hunter', 'Mildred Dunnock', 'Burt Lancaster', 'Dean Stockwell', 'Ed Begley', 'Geraldine Page', 'Boris Karloff', 'John Goodman', 'Richard Burton', 'Charles Bronson', 'Ava Gardner', 'Eli Wallach', 'Michael Moriarty', 'Laurence Harvey', 'Albert Dekker', 'Wendy Hiller', 'Natalie Wood', 'Shirley Knight', 'Rita Moreno', 'Burl Ives']]
Predicted Ans:    Marlon Brando
Predicted Path:   The Roman Spring of Mrs. Stone --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Fugitive Kind --[starred_actors]--> Marlon Brando
Path (Raw):       The Roman Spring of Mrs. Stone --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Fugitive Kind --[starred_actors]--> Marlon Brando
Neg LogProb(↓):   1.238779
Path Entropy(↓):  1.220293
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film hoop dreams
Start Entity:     Hoop Dreams
Gold Answer:      [['1997']]
Predicted Ans:    1994
Predicted Path:   Hoop Dreams --[written_by]--> Steve James --[(INV) written_by]--> Hoop Dreams --[release_year]--> 1994
Path (Raw):       Hoop Dreams --[written_by]--> Steve James --[(INV) written_by]--> Hoop Dreams --[release_year]--> 1994
Neg LogProb(↓):   0.181284
Path Entropy(↓):  0.547552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with voices of a distant star
Start Entity:     Voices of a Distant Star
Gold Answer:      [['5 Centimeters Per Second', 'The Garden of Words', 'The Place Promised in Our Early Days']]
Predicted Ans:    The Garden of Words
Predicted Path:   Voices of a Distant Star --[written_by]--> Makoto Shinkai --[(INV) written_by]--> The Garden of Words
Path (Raw):       Voices of a Distant Star --[written_by]--> Makoto Shinkai --[(INV) written_by]--> The Garden of Words --[No Operation]--> The Garden of Words
Neg LogProb(↓):   0.332870
Path Entropy(↓):  0.983192
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by peter lepeniotis were in which genres
Start Entity:     Peter Lepeniotis
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Peter Lepeniotis --[(INV) directed_by]--> The Nut Job --[has_genre]--> Comedy
Path (Raw):       Peter Lepeniotis --[No Operation]--> Peter Lepeniotis --[(INV) directed_by]--> The Nut Job --[has_genre]--> Comedy
Neg LogProb(↓):   0.000155
Path Entropy(↓):  0.001624
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the film all night long were in which genres
Start Entity:     All Night Long
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   All Night Long --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Sapphire --[has_genre]--> Drama
Path (Raw):       All Night Long --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Sapphire --[has_genre]--> Drama
Neg LogProb(↓):   0.103339
Path Entropy(↓):  0.373874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film summer interlude
Start Entity:     Summer Interlude
Gold Answer:      [['Ingmar Bergman']]
Predicted Ans:    Ingmar Bergman
Predicted Path:   Summer Interlude --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Face to Face --[written_by]--> Ingmar Bergman
Path (Raw):       Summer Interlude --[written_by]--> Ingmar Bergman --[(INV) written_by]--> Face to Face --[written_by]--> Ingmar Bergman
Neg LogProb(↓):   0.549242
Path Entropy(↓):  1.433614
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies acted by marina de tavira release
Start Entity:     Marina de Tavira
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Marina de Tavira --[(INV) starred_actors]--> Efectos secundarios --[release_year]--> 2006
Path (Raw):       Marina de Tavira --[No Operation]--> Marina de Tavira --[(INV) starred_actors]--> Efectos secundarios --[release_year]--> 2006
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films acted by emilio estevez in
Start Entity:     Emilio Estevez
Gold Answer:      [['Western', 'Drama', 'Comedy', 'Action', 'Horror', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Emilio Estevez --[(INV) starred_actors]--> The Way --[has_genre]--> Drama
Path (Raw):       Emilio Estevez --[No Operation]--> Emilio Estevez --[(INV) starred_actors]--> The Way --[has_genre]--> Drama
Neg LogProb(↓):   0.040426
Path Entropy(↓):  0.212742
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of film is the shoes of the fisherman
Start Entity:     The Shoes of the Fisherman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The Shoes of the Fisherman --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Shoes of the Fisherman --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   3.594145
Path Entropy(↓):  4.818224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by henry kissinger were directed by who
Start Entity:     Henry Kissinger
Gold Answer:      [['Eugene Jarecki']]
Predicted Ans:    Eugene Jarecki
Predicted Path:   Henry Kissinger --[(INV) starred_actors]--> The Trials of Henry Kissinger --[directed_by]--> Eugene Jarecki
Path (Raw):       Henry Kissinger --[No Operation]--> Henry Kissinger --[(INV) starred_actors]--> The Trials of Henry Kissinger --[directed_by]--> Eugene Jarecki
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie murder by death were in which languages
Start Entity:     Murder by Death
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Murder by Death --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Path (Raw):       Murder by Death --[written_by]--> Neil Simon --[(INV) written_by]--> After the Fox --[in_language]--> Italian
Neg LogProb(↓):   0.160965
Path Entropy(↓):  0.458166
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of asin
Start Entity:     Asin
Gold Answer:      [['Aamir Khan', 'Jiah Khan', 'Jacqueline Fernandez', 'John Abraham', 'Akshay Kumar']]
Predicted Ans:    Akshay Kumar
Predicted Path:   Asin --[(INV) starred_actors]--> Housefull 2 --[starred_actors]--> Akshay Kumar
Path (Raw):       Asin --[No Operation]--> Asin --[(INV) starred_actors]--> Housefull 2 --[starred_actors]--> Akshay Kumar
Neg LogProb(↓):   0.012404
Path Entropy(↓):  0.074515
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by cassandra nicolaou
Start Entity:     Cassandra Nicolaou
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Cassandra Nicolaou --[(INV) written_by]--> Show Me --[has_genre]--> Thriller
Path (Raw):       Cassandra Nicolaou --[No Operation]--> Cassandra Nicolaou --[(INV) written_by]--> Show Me --[has_genre]--> Thriller
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of the movie the iran job
Start Entity:     The Iran Job
Gold Answer:      [['Sport', 'Documentary']]
Predicted Ans:    Sport
Predicted Path:   The Iran Job --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Path (Raw):       The Iran Job --[has_genre]--> Sport --[(INV) has_genre]--> Lahore --[has_genre]--> Sport
Neg LogProb(↓):   0.770915
Path Entropy(↓):  0.759036
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed on the line
Start Entity:     On the Line
Gold Answer:      [['Eric Bross']]
Predicted Ans:    Eric Bross
Predicted Path:   On the Line --[directed_by]--> Eric Bross --[(INV) directed_by]--> Restaurant --[directed_by]--> Eric Bross
Path (Raw):       On the Line --[directed_by]--> Eric Bross --[(INV) directed_by]--> Restaurant --[directed_by]--> Eric Bross
Neg LogProb(↓):   0.155331
Path Entropy(↓):  0.417853
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was paul brickman the director for
Start Entity:     Paul Brickman
Gold Answer:      [['Risky Business', "Men Don't Leave"]]
Predicted Ans:    Men Don't Leave
Predicted Path:   Paul Brickman --[(INV) directed_by]--> Men Don't Leave --[directed_by]--> Paul Brickman --[(INV) directed_by]--> Men Don't Leave
Path (Raw):       Paul Brickman --[(INV) directed_by]--> Men Don't Leave --[directed_by]--> Paul Brickman --[(INV) directed_by]--> Men Don't Leave
Neg LogProb(↓):   0.196478
Path Entropy(↓):  0.580982
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie annie
Start Entity:     Annie
Gold Answer:      [['2014']]
Predicted Ans:    1982
Predicted Path:   Annie --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Path (Raw):       Annie --[release_year]--> 1982 --[(INV) release_year]--> Firefox --[release_year]--> 1982
Neg LogProb(↓):   1.674004
Path Entropy(↓):  3.563113
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movie was jesse v. johnson the director for
Start Entity:     Jesse V. Johnson
Gold Answer:      [['The Package']]
Predicted Ans:    Collateral Damage
Predicted Path:   Jesse V. Johnson --[(INV) directed_by]--> The Package --[directed_by]--> Andrew Davis --[(INV) directed_by]--> Collateral Damage
Path (Raw):       Jesse V. Johnson --[(INV) directed_by]--> The Package --[directed_by]--> Andrew Davis --[(INV) directed_by]--> Collateral Damage
Neg LogProb(↓):   0.530467
Path Entropy(↓):  1.324244
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of the prisoner
Start Entity:     The Prisoner
Gold Answer:      [['Becket', 'Summer and Smoke', 'Me and the Colonel']]
Predicted Ans:    Becket
Predicted Path:   The Prisoner --[directed_by]--> Peter Glenville --[(INV) directed_by]--> Becket
Path (Raw):       The Prisoner --[directed_by]--> Peter Glenville --[(INV) directed_by]--> Becket --[No Operation]--> Becket
Neg LogProb(↓):   0.866640
Path Entropy(↓):  1.646225
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by juhi chawla fall under
Start Entity:     Juhi Chawla
Gold Answer:      [['Drama', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Juhi Chawla --[(INV) starred_actors]--> One 2 Ka 4 --[has_genre]--> Drama
Path (Raw):       Juhi Chawla --[No Operation]--> Juhi Chawla --[(INV) starred_actors]--> One 2 Ka 4 --[has_genre]--> Drama
Neg LogProb(↓):   0.584410
Path Entropy(↓):  0.746115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of saratoga trunk
Start Entity:     Saratoga Trunk
Gold Answer:      [['1954', '1944', '1936', '2006', '1935', '1941', '1939', '1933', '1951', '1932', '1956', '1931', '1943', '1940', '1942', '2011', '1960', '1937', '1952']]
Predicted Ans:    1944
Predicted Path:   Saratoga Trunk --[written_by]--> Casey Robinson --[(INV) written_by]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Saratoga Trunk --[written_by]--> Casey Robinson --[(INV) written_by]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   0.818913
Path Entropy(↓):  1.871147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by doug simon release
Start Entity:     Doug Simon
Gold Answer:      [['2009', '2010']]
Predicted Ans:    2010
Predicted Path:   Doug Simon --[(INV) written_by]--> Brotherhood --[release_year]--> 2010
Path (Raw):       Doug Simon --[No Operation]--> Doug Simon --[(INV) written_by]--> Brotherhood --[release_year]--> 2010
Neg LogProb(↓):   0.172718
Path Entropy(↓):  0.455130
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of hell also wrote which movies
Start Entity:     Hell
Gold Answer:      [['A Short Film About Killing', 'A Short Film About Love']]
Predicted Ans:    Hell
Predicted Path:   Hell --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> Hell
Path (Raw):       Hell --[written_by]--> Krzysztof Piesiewicz --[(INV) written_by]--> Hell --[No Operation]--> Hell
Neg LogProb(↓):   0.060946
Path Entropy(↓):  0.258887
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who are the writers that the directors of their films also directed eye of god
Start Entity:     Eye of God
Gold Answer:      [['Tim Blake Nelson', 'William Shakespeare', 'Brad Kaaya']]
Predicted Ans:    Tim Blake Nelson
Predicted Path:   Eye of God --[directed_by]--> Tim Blake Nelson --[(INV) directed_by]--> Eye of God --[written_by]--> Tim Blake Nelson
Path (Raw):       Eye of God --[directed_by]--> Tim Blake Nelson --[(INV) directed_by]--> Eye of God --[written_by]--> Tim Blake Nelson
Neg LogProb(↓):   0.697115
Path Entropy(↓):  1.128135
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film stella does tricks
Start Entity:     Stella Does Tricks
Gold Answer:      [['Bernard Rose', 'Brenda Chapman', 'Mark Andrews', 'Steve Purcell', 'Irene Mecchi', 'Tom Stoppard', 'Richard Curtis', 'Leo Tolstoy']]
Predicted Ans:    Steve Purcell
Predicted Path:   Stella Does Tricks --[starred_actors]--> Kelly Macdonald --[(INV) starred_actors]--> Brave --[written_by]--> Steve Purcell
Path (Raw):       Stella Does Tricks --[starred_actors]--> Kelly Macdonald --[(INV) starred_actors]--> Brave --[written_by]--> Steve Purcell
Neg LogProb(↓):   1.344077
Path Entropy(↓):  1.393205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film holiday in handcuffs were in which genres
Start Entity:     Holiday in Handcuffs
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Holiday in Handcuffs --[starred_actors]--> Timothy Bottoms --[(INV) starred_actors]--> Johnny Got His Gun --[has_genre]--> Drama
Path (Raw):       Holiday in Handcuffs --[starred_actors]--> Timothy Bottoms --[(INV) starred_actors]--> Johnny Got His Gun --[has_genre]--> Drama
Neg LogProb(↓):   0.242700
Path Entropy(↓):  0.844248
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film sleepless in seattle
Start Entity:     Sleepless in Seattle
Gold Answer:      [['Adam Resnick', 'Arch Oboler', 'Markus Schleinzer', 'Delia Ephron', 'Sol Saks', 'Nora Ephron', 'Meg Wolitzer', 'Miklós László']]
Predicted Ans:    Nora Ephron
Predicted Path:   Sleepless in Seattle --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Bewitched --[written_by]--> Nora Ephron
Path (Raw):       Sleepless in Seattle --[directed_by]--> Nora Ephron --[(INV) directed_by]--> Bewitched --[written_by]--> Nora Ephron
Neg LogProb(↓):   0.596712
Path Entropy(↓):  1.129009
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the east side, west side director
Start Entity:     East Side, West Side
Gold Answer:      [['Erwin S. Gelsey', 'Andrew Solt', 'Robert E. Sherwood', 'Sheridan Gibney', 'Robert Lord', 'John Twist', 'Richard L. Breen', 'Ralph Wheelwright', 'Hervey Allen', 'Byron Morgan', 'Ben Markson', 'Claudine West', 'Robert N. Lee', 'Louis Weitzenkorn', 'George Froeschel', 'Ward Morehouse', 'James Seymour', 'Brown Holmes', 'Sonya Levien', 'Gypsy Rose Lee', 'Paul Osborn', 'Maxwell Anderson', 'Ted W. Lawson', 'Robin Swicord', 'Hans Rameau', 'Joshua Logan', 'Eileen Bassing', 'Robert Bassing', 'Dalton Trumbo', 'Francis Edward Faragoh', 'William March', 'David Boehm', 'Ward Greene', 'Max Catto', 'Everett Freeman', 'Louisa May Alcott', 'Sarah Y. Mason', 'Don Whitehead', 'Arthur Wimperis', 'Howard J. Green', 'Anita Loos', 'Leonard Spigelgass', 'Thomas Heggen', 'Victor Heerman', 'Avery Hopwood', 'James Hilton', 'Tom Reed', 'Arthur Laurents', 'John Lee Mahin', 'Henryk Sienkiewicz']]
Predicted Ans:    George Froeschel
Predicted Path:   East Side, West Side --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Waterloo Bridge --[written_by]--> George Froeschel
Path (Raw):       East Side, West Side --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> Waterloo Bridge --[written_by]--> George Froeschel
Neg LogProb(↓):   0.664788
Path Entropy(↓):  2.182443
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in coma
Start Entity:     Coma
Gold Answer:      [['Geneviève Bujold', 'Michael Douglas', 'Elizabeth Ashley', 'Rip Torn']]
Predicted Ans:    Michael Douglas
Predicted Path:   Coma --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[starred_actors]--> Michael Douglas
Path (Raw):       Coma --[starred_actors]--> Michael Douglas --[(INV) starred_actors]--> The Star Chamber --[starred_actors]--> Michael Douglas
Neg LogProb(↓):   0.499509
Path Entropy(↓):  0.701377
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of adopted also starred in which films
Start Entity:     Adopted
Gold Answer:      [['Son in Law', 'Jury Duty', 'Encino Man', 'In the Army Now']]
Predicted Ans:    Jury Duty
Predicted Path:   Adopted --[starred_actors]--> Pauly Shore --[(INV) starred_actors]--> Jury Duty
Path (Raw):       Adopted --[starred_actors]--> Pauly Shore --[No Operation]--> Pauly Shore --[(INV) starred_actors]--> Jury Duty
Neg LogProb(↓):   0.270266
Path Entropy(↓):  0.844423
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was donald everett axinn a writer on
Start Entity:     Donald Everett Axinn
Gold Answer:      [['Spin']]
Predicted Ans:    Spin
Predicted Path:   Donald Everett Axinn --[(INV) written_by]--> Spin --[written_by]--> Donald Everett Axinn --[(INV) written_by]--> Spin
Path (Raw):       Donald Everett Axinn --[(INV) written_by]--> Spin --[written_by]--> Donald Everett Axinn --[(INV) written_by]--> Spin
Neg LogProb(↓):   0.030659
Path Entropy(↓):  0.135414
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie flipper
Start Entity:     Flipper
Gold Answer:      [['1969']]
Predicted Ans:    1963
Predicted Path:   Flipper --[directed_by]--> James B. Clark --[(INV) directed_by]--> Flipper --[release_year]--> 1963
Path (Raw):       Flipper --[directed_by]--> James B. Clark --[(INV) directed_by]--> Flipper --[release_year]--> 1963
Neg LogProb(↓):   0.548369
Path Entropy(↓):  0.698982
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who directed the movies written by the writer of marianne and juliane
Start Entity:     Marianne and Juliane
Gold Answer:      [['Margarethe von Trotta']]
Predicted Ans:    Margarethe von Trotta
Predicted Path:   Marianne and Juliane --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Rosa Luxemburg --[directed_by]--> Margarethe von Trotta
Path (Raw):       Marianne and Juliane --[written_by]--> Margarethe von Trotta --[(INV) written_by]--> Rosa Luxemburg --[directed_by]--> Margarethe von Trotta
Neg LogProb(↓):   0.061511
Path Entropy(↓):  0.229220
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for return with honor
Start Entity:     Return with Honor
Gold Answer:      [['Terry Sanders', 'Freida Lee Mock']]
Predicted Ans:    Terry Sanders
Predicted Path:   Return with Honor --[written_by]--> Terry Sanders --[(INV) written_by]--> Return with Honor --[written_by]--> Terry Sanders
Path (Raw):       Return with Honor --[written_by]--> Terry Sanders --[(INV) written_by]--> Return with Honor --[written_by]--> Terry Sanders
Neg LogProb(↓):   0.702091
Path Entropy(↓):  1.220727
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by james macarthur were in which genres
Start Entity:     James MacArthur
Gold Answer:      [['Family']]
Predicted Ans:    Family
Predicted Path:   James MacArthur --[(INV) starred_actors]--> Swiss Family Robinson --[has_genre]--> Family
Path (Raw):       James MacArthur --[No Operation]--> James MacArthur --[(INV) starred_actors]--> Swiss Family Robinson --[has_genre]--> Family
Neg LogProb(↓):   0.147624
Path Entropy(↓):  0.469348
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films are about harold french
Start Entity:     harold french
Gold Answer:      [['Trio']]
Predicted Ans:    Trio
Predicted Path:   harold french --[(INV) has_tags]--> Trio --[has_tags]--> harold french --[(INV) has_tags]--> Trio
Path (Raw):       harold french --[(INV) has_tags]--> Trio --[has_tags]--> harold french --[(INV) has_tags]--> Trio
Neg LogProb(↓):   1.019450
Path Entropy(↓):  0.653873
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of james keach starred movies
Start Entity:     James Keach
Gold Answer:      [['Walter Hill']]
Predicted Ans:    Walter Hill
Predicted Path:   James Keach --[(INV) starred_actors]--> The Long Riders --[directed_by]--> Walter Hill
Path (Raw):       James Keach --[No Operation]--> James Keach --[(INV) starred_actors]--> The Long Riders --[directed_by]--> Walter Hill
Neg LogProb(↓):   0.379186
Path Entropy(↓):  0.643071
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of captains courageous is also the director of which films
Start Entity:     Captains Courageous
Gold Answer:      [['Dr. Jekyll and Mr. Hyde', 'Gone with the Wind', 'Red Dust', 'Test Pilot', 'The Good Earth', 'Tortilla Flat', 'Mantrap', 'The Wizard of Oz', 'Joan of Arc', 'Bombshell', 'A Guy Named Joe', 'The Wet Parade']]
Predicted Ans:    Dr. Jekyll and Mr. Hyde
Predicted Path:   Captains Courageous --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde
Path (Raw):       Captains Courageous --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[No Operation]--> Dr. Jekyll and Mr. Hyde
Neg LogProb(↓):   0.159701
Path Entropy(↓):  0.681079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same actor of leonard part 6
Start Entity:     Leonard Part 6
Gold Answer:      [['Charley Varrick', 'Fletch', 'A Piece of the Action', 'Ghost Dad', 'Uptown Saturday Night', 'The Devil and Max Devlin', "Let's Do It Again", 'Citizen Cohn', 'The Distinguished Gentleman', 'Walking Tall', 'Mitchell', 'The Outfit']]
Predicted Ans:    Uptown Saturday Night
Predicted Path:   Leonard Part 6 --[starred_actors]--> Bill Cosby --[(INV) starred_actors]--> Uptown Saturday Night
Path (Raw):       Leonard Part 6 --[starred_actors]--> Bill Cosby --[No Operation]--> Bill Cosby --[(INV) starred_actors]--> Uptown Saturday Night
Neg LogProb(↓):   0.967223
Path Entropy(↓):  1.305846
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by robert fuller
Start Entity:     Robert Fuller
Gold Answer:      [['1966', '1969']]
Predicted Ans:    1966
Predicted Path:   Robert Fuller --[(INV) starred_actors]--> Return of the Seven --[release_year]--> 1966
Path (Raw):       Robert Fuller --[No Operation]--> Robert Fuller --[(INV) starred_actors]--> Return of the Seven --[release_year]--> 1966
Neg LogProb(↓):   0.063712
Path Entropy(↓):  0.231687
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with halloween ii fall under
Start Entity:     Halloween II
Gold Answer:      [['Thriller', 'Horror', 'Comedy', 'Action']]
Predicted Ans:    Horror
Predicted Path:   Halloween II --[written_by]--> Rob Zombie --[(INV) written_by]--> The Devil's Rejects --[has_genre]--> Horror
Path (Raw):       Halloween II --[written_by]--> Rob Zombie --[(INV) written_by]--> The Devil's Rejects --[has_genre]--> Horror
Neg LogProb(↓):   1.765318
Path Entropy(↓):  1.804561
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in the 7th dawn
Start Entity:     The 7th Dawn
Gold Answer:      [['Romance', 'Western', 'Drama', 'War', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    War
Predicted Path:   The 7th Dawn --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Path (Raw):       The 7th Dawn --[starred_actors]--> William Holden --[(INV) starred_actors]--> Stalag 17 --[has_genre]--> War
Neg LogProb(↓):   0.568122
Path Entropy(↓):  1.059042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in cruel intentions 2
Start Entity:     Cruel Intentions 2
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Cruel Intentions 2 --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Path (Raw):       Cruel Intentions 2 --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Neg LogProb(↓):   0.269065
Path Entropy(↓):  0.561131
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of paul fix
Start Entity:     Paul Fix
Gold Answer:      [['Michael Hogan', 'Gordon Ray Young']]
Predicted Ans:    Gordon Ray Young
Predicted Path:   Paul Fix --[(INV) written_by]--> Tall in the Saddle --[written_by]--> Gordon Ray Young
Path (Raw):       Paul Fix --[No Operation]--> Paul Fix --[(INV) written_by]--> Tall in the Saddle --[written_by]--> Gordon Ray Young
Neg LogProb(↓):   0.038387
Path Entropy(↓):  0.196174
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share screenwriters with the killing of america were released in which years
Start Entity:     The Killing of America
Gold Answer:      [['1974', '1985']]
Predicted Ans:    1974
Predicted Path:   The Killing of America --[written_by]--> Leonard Schrader --[(INV) written_by]--> The Yakuza --[release_year]--> 1974
Path (Raw):       The Killing of America --[written_by]--> Leonard Schrader --[(INV) written_by]--> The Yakuza --[release_year]--> 1974
Neg LogProb(↓):   0.231490
Path Entropy(↓):  0.516907
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by daniel franzese were released in which years
Start Entity:     Daniel Franzese
Gold Answer:      [['2008', '2010']]
Predicted Ans:    2008
Predicted Path:   Daniel Franzese --[(INV) starred_actors]--> Killer Pad --[release_year]--> 2008
Path (Raw):       Daniel Franzese --[No Operation]--> Daniel Franzese --[(INV) starred_actors]--> Killer Pad --[release_year]--> 2008
Neg LogProb(↓):   0.049989
Path Entropy(↓):  0.194847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are co - stars of ashley olsen
Start Entity:     Ashley Olsen
Gold Answer:      [['Josh Duhamel', 'Kirstie Alley', 'Steve Guttenberg', 'Eugene Levy', 'Kristen Bell']]
Predicted Ans:    Kristen Bell
Predicted Path:   Ashley Olsen --[(INV) starred_actors]--> When in Rome --[starred_actors]--> Kristen Bell
Path (Raw):       Ashley Olsen --[No Operation]--> Ashley Olsen --[(INV) starred_actors]--> When in Rome --[starred_actors]--> Kristen Bell
Neg LogProb(↓):   0.003577
Path Entropy(↓):  0.028923
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of an american haunting
Start Entity:     An American Haunting
Gold Answer:      [['Lake City', 'Invasion of the Body Snatchers', 'Eye of the Needle', 'Start the Revolution Without Me', 'Backdraft', 'Crackers', 'Shadow Conspiracy', "Coal Miner's Daughter", 'Panic', 'The Italian Job', 'Land of the Blind', 'The Best Offer', 'MASH', 'Fallen', 'Instinct', 'The Straight Story', 'Four Christmases', 'Missing', 'Buffy the Vampire Slayer', 'Alex in Wonderland', 'The Eagle', 'Carrie', 'A Dry White Season', "Don't Look Now", 'Hollow Point', 'The Puppet Masters', 'The Eagle Has Landed', 'Lost Angels', 'Badlands', 'In the Bedroom', 'Disclosure', 'Raggedy Man', 'Revolution', 'The Day of the Locust', 'The Grass Harp', 'Without Limits', 'Path to War', 'The Assignment', '3 Women', 'Space Cowboys', 'Get Low', 'The Long Walk Home', "'night, Mother", 'Heaven Help Us', 'In Their Skin', 'Lock Up', 'W.E.', 'Klute', 'After the Dark', 'Ordinary People', 'Blast from the Past', 'Fierce People', 'The River', 'Max Dugan Returns', 'Virus']]
Predicted Ans:    The Italian Job
Predicted Path:   An American Haunting --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job
Path (Raw):       An American Haunting --[starred_actors]--> Donald Sutherland --[No Operation]--> Donald Sutherland --[(INV) starred_actors]--> The Italian Job
Neg LogProb(↓):   1.035272
Path Entropy(↓):  1.425287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by ere kokkonen were written by who
Start Entity:     Ere Kokkonen
Gold Answer:      [['Spede Pasanen']]
Predicted Ans:    Spede Pasanen
Predicted Path:   Ere Kokkonen --[(INV) directed_by]--> Uuno Turhapuro --[written_by]--> Spede Pasanen
Path (Raw):       Ere Kokkonen --[No Operation]--> Ere Kokkonen --[(INV) directed_by]--> Uuno Turhapuro --[written_by]--> Spede Pasanen
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000043
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who stars in the keys of the kingdom
Start Entity:     The Keys of the Kingdom
Gold Answer:      [['Vincent Price', 'Gregory Peck', 'Thomas Mitchell']]
Predicted Ans:    Gregory Peck
Predicted Path:   The Keys of the Kingdom --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Path (Raw):       The Keys of the Kingdom --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.665669
Path Entropy(↓):  1.015882
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by terri tatchell
Start Entity:     Terri Tatchell
Gold Answer:      [['Thriller', 'Action']]
Predicted Ans:    Thriller
Predicted Path:   Terri Tatchell --[(INV) written_by]--> District 9 --[has_genre]--> Thriller
Path (Raw):       Terri Tatchell --[No Operation]--> Terri Tatchell --[(INV) written_by]--> District 9 --[has_genre]--> Thriller
Neg LogProb(↓):   0.128677
Path Entropy(↓):  0.368401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor eli anne linnestad acted together with who
Start Entity:     Eli Anne Linnestad
Gold Answer:      [['Robert Skjærstad']]
Predicted Ans:    Eli Anne Linnestad
Predicted Path:   Eli Anne Linnestad --[(INV) starred_actors]--> Junk Mail --[starred_actors]--> Eli Anne Linnestad
Path (Raw):       Eli Anne Linnestad --[No Operation]--> Eli Anne Linnestad --[(INV) starred_actors]--> Junk Mail --[starred_actors]--> Eli Anne Linnestad
Neg LogProb(↓):   0.011120
Path Entropy(↓):  0.060810
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films directed by rand ravich were released in which years
Start Entity:     Rand Ravich
Gold Answer:      [['1999']]
Predicted Ans:    1999
Predicted Path:   Rand Ravich --[(INV) directed_by]--> The Astronaut's Wife --[release_year]--> 1999
Path (Raw):       Rand Ravich --[No Operation]--> Rand Ravich --[(INV) directed_by]--> The Astronaut's Wife --[release_year]--> 1999
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the task
Start Entity:     The Task
Gold Answer:      [['Daniel Benmayor']]
Predicted Ans:    Alex Orwell
Predicted Path:   The Task --[starred_actors]--> Adam Rayner --[(INV) starred_actors]--> The Task --[directed_by]--> Alex Orwell
Path (Raw):       The Task --[starred_actors]--> Adam Rayner --[(INV) starred_actors]--> The Task --[directed_by]--> Alex Orwell
Neg LogProb(↓):   0.176252
Path Entropy(↓):  0.459842
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose directors also directed johnny english reborn
Start Entity:     Johnny English Reborn
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Johnny English Reborn --[directed_by]--> Oliver Parker --[(INV) directed_by]--> Dorian Gray --[in_language]--> English
Path (Raw):       Johnny English Reborn --[directed_by]--> Oliver Parker --[(INV) directed_by]--> Dorian Gray --[in_language]--> English
Neg LogProb(↓):   0.062708
Path Entropy(↓):  0.255951
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did tom lycos star in
Start Entity:     Tom Lycos
Gold Answer:      [['Sweetie']]
Predicted Ans:    Sweetie
Predicted Path:   Tom Lycos --[(INV) starred_actors]--> Sweetie --[starred_actors]--> Jon Darling --[(INV) starred_actors]--> Sweetie
Path (Raw):       Tom Lycos --[(INV) starred_actors]--> Sweetie --[starred_actors]--> Jon Darling --[(INV) starred_actors]--> Sweetie
Neg LogProb(↓):   0.544684
Path Entropy(↓):  0.913287
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie men at work
Start Entity:     Men at Work
Gold Answer:      [['John Fusco', 'Emilio Estevez', 'Robert Sheckley', 'John Musker', 'Ron Clements', 'Pat Proft', 'David S. Ward', 'John Milius', 'Jim Kouf', 'Roman Coppola', 'Alex Cox', 'David Seltzer', 'Oliver Stone', 'David S. Goyer', 'Eric Bogosian', 'Boaz Yakin', 'Gene Quintano', 'Terry Rossio', 'Ted Elliott', 'Joel Schumacher', 'John Carpenter', 'Stephen Singular', 'Tad Savinar', 'Michael Henry Brown', 'Kevin Reynolds', 'George A. Romero', 'Jim Abrahams', 'Wallace Terry', 'George MacDonald Fraser', 'Allen Hughes', 'David Loughery', 'Dick Wolf', 'Elmore Leonard', 'Stephen King', 'David McCumber', 'Jeremy Passmore', 'Scott Spiegel', 'S.E. Hinton', 'David Twohy', 'John Hughes', 'Gordon Weaver', 'Robert A. Heinlein', 'Carl Ellsworth']]
Predicted Ans:    David Twohy
Predicted Path:   Men at Work --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       Men at Work --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.148728
Path Entropy(↓):  0.525671
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of breaking wind also directed which movies
Start Entity:     Breaking Wind
Gold Answer:      [['Bad Ass']]
Predicted Ans:    Bad Ass
Predicted Path:   Breaking Wind --[directed_by]--> Craig Moss --[(INV) directed_by]--> Bad Ass
Path (Raw):       Breaking Wind --[directed_by]--> Craig Moss --[(INV) directed_by]--> Bad Ass --[No Operation]--> Bad Ass
Neg LogProb(↓):   0.102088
Path Entropy(↓):  0.318626
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie fear city
Start Entity:     Fear City
Gold Answer:      [['Abel Ferrara', 'Zoë Lund', 'Elmore Leonard', 'Jack Finney', 'Nicholas St. John', 'William Gibson']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Fear City --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales --[written_by]--> Abel Ferrara
Path (Raw):       Fear City --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> Go Go Tales --[written_by]--> Abel Ferrara
Neg LogProb(↓):   1.058085
Path Entropy(↓):  1.853965
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the beautiful country
Start Entity:     The Beautiful Country
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Beautiful Country --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[has_genre]--> Drama
Path (Raw):       The Beautiful Country --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[has_genre]--> Drama
Neg LogProb(↓):   0.111257
Path Entropy(↓):  0.521231
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by fire over england actors
Start Entity:     Fire Over England
Gold Answer:      [['French', 'Italian']]
Predicted Ans:    French
Predicted Path:   Fire Over England --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> A Little Romance --[in_language]--> French
Path (Raw):       Fire Over England --[starred_actors]--> Laurence Olivier --[(INV) starred_actors]--> A Little Romance --[in_language]--> French
Neg LogProb(↓):   0.035640
Path Entropy(↓):  0.151764
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the favor
Start Entity:     The Favor
Gold Answer:      [['Garry Marshall', 'Will Mackenzie']]
Predicted Ans:    Garry Marshall
Predicted Path:   The Favor --[written_by]--> Sara Parriott --[(INV) written_by]--> Runaway Bride --[directed_by]--> Garry Marshall
Path (Raw):       The Favor --[written_by]--> Sara Parriott --[(INV) written_by]--> Runaway Bride --[directed_by]--> Garry Marshall
Neg LogProb(↓):   0.080528
Path Entropy(↓):  0.317773
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the fitzgerald family christmas
Start Entity:     The Fitzgerald Family Christmas
Gold Answer:      [['Nice Guy Johnny', 'Newlyweds', 'Confidence', 'The Groomsmen', 'Sidewalks of New York', '15 Minutes', 'Saving Private Ryan', 'Echelon Conspiracy', 'Angels Sing', 'No Looking Back', 'Women in Trouble', "She's the One", 'Purple Violets']]
Predicted Ans:    She's the One
Predicted Path:   The Fitzgerald Family Christmas --[starred_actors]--> Edward Burns --[(INV) starred_actors]--> She's the One
Path (Raw):       The Fitzgerald Family Christmas --[starred_actors]--> Edward Burns --[No Operation]--> Edward Burns --[(INV) starred_actors]--> She's the One
Neg LogProb(↓):   0.077460
Path Entropy(↓):  0.383554
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does meredith scott lynn act in
Start Entity:     Meredith Scott Lynn
Gold Answer:      [["Billy's Hollywood Screen Kiss"]]
Predicted Ans:    Shelter
Predicted Path:   Meredith Scott Lynn --[(INV) starred_actors]--> Billy's Hollywood Screen Kiss --[starred_actors]--> Brad Rowe --[(INV) starred_actors]--> Shelter
Path (Raw):       Meredith Scott Lynn --[(INV) starred_actors]--> Billy's Hollywood Screen Kiss --[starred_actors]--> Brad Rowe --[(INV) starred_actors]--> Shelter
Neg LogProb(↓):   0.110730
Path Entropy(↓):  0.337922
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movie the sailor who fell from grace with the sea
Start Entity:     The Sailor Who Fell from Grace with the Sea
Gold Answer:      [['Sarah Miles', 'Kris Kristofferson']]
Predicted Ans:    Dirk Bogarde
Predicted Path:   The Sailor Who Fell from Grace with the Sea --[starred_actors]--> Sarah Miles --[(INV) starred_actors]--> The Servant --[starred_actors]--> Dirk Bogarde
Path (Raw):       The Sailor Who Fell from Grace with the Sea --[starred_actors]--> Sarah Miles --[(INV) starred_actors]--> The Servant --[starred_actors]--> Dirk Bogarde
Neg LogProb(↓):   0.144954
Path Entropy(↓):  0.527342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that have the same screenwriter of body snatchers
Start Entity:     Body Snatchers
Gold Answer:      [['Invasion of the Body Snatchers', 'Assault on a Queen', '5 Against the House', 'The Love Letter', 'Good Neighbor Sam', 'The Invasion']]
Predicted Ans:    Body Snatchers
Predicted Path:   Body Snatchers --[written_by]--> Jack Finney --[(INV) written_by]--> Body Snatchers
Path (Raw):       Body Snatchers --[No Operation]--> Body Snatchers --[written_by]--> Jack Finney --[(INV) written_by]--> Body Snatchers
Neg LogProb(↓):   0.760735
Path Entropy(↓):  1.273275
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The films written by marc reid rubel starred which actors
Start Entity:     Marc Reid Rubel
Gold Answer:      [['Michael Beck', 'Gene Kelly']]
Predicted Ans:    Gene Kelly
Predicted Path:   Marc Reid Rubel --[(INV) written_by]--> Xanadu --[starred_actors]--> Gene Kelly
Path (Raw):       Marc Reid Rubel --[No Operation]--> Marc Reid Rubel --[(INV) written_by]--> Xanadu --[starred_actors]--> Gene Kelly
Neg LogProb(↓):   0.000032
Path Entropy(↓):  0.000365
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of zodiac
Start Entity:     Zodiac
Gold Answer:      [['Paul Schrader', 'Marc Webb', 'Roland Emmerich']]
Predicted Ans:    Marc Webb
Predicted Path:   Zodiac --[written_by]--> James Vanderbilt --[(INV) written_by]--> The Amazing Spider-Man --[directed_by]--> Marc Webb
Path (Raw):       Zodiac --[written_by]--> James Vanderbilt --[(INV) written_by]--> The Amazing Spider-Man --[directed_by]--> Marc Webb
Neg LogProb(↓):   0.024609
Path Entropy(↓):  0.125042
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film the mechanic were released in which years
Start Entity:     The Mechanic
Gold Answer:      [['1988', '1978', '1946', '1997', '1972', '1971', '1982', '1973', '2006', '1985', '1999', '1967', '1979', '2012', '1974', '1977']]
Predicted Ans:    1988
Predicted Path:   The Mechanic --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[release_year]--> 1988
Path (Raw):       The Mechanic --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[release_year]--> 1988
Neg LogProb(↓):   1.055882
Path Entropy(↓):  2.166154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by stu zicherman
Start Entity:     Stu Zicherman
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Stu Zicherman --[(INV) directed_by]--> A.C.O.D. --[release_year]--> 2013
Path (Raw):       Stu Zicherman --[No Operation]--> Stu Zicherman --[(INV) directed_by]--> A.C.O.D. --[release_year]--> 2013
Neg LogProb(↓):   0.002002
Path Entropy(↓):  0.014436
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director of a woman's face
Start Entity:     A Woman's Face
Gold Answer:      [['Gustaf Molander']]
Predicted Ans:    George Cukor
Predicted Path:   A Woman's Face --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Path (Raw):       A Woman's Face --[directed_by]--> George Cukor --[(INV) directed_by]--> The Marrying Kind --[directed_by]--> George Cukor
Neg LogProb(↓):   0.395200
Path Entropy(↓):  0.980410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the films whose writers also wrote the purple rose of cairo
Start Entity:     The Purple Rose of Cairo
Gold Answer:      [['Portuguese', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   The Purple Rose of Cairo --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       The Purple Rose of Cairo --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.008287
Path Entropy(↓):  0.064479
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in guest house paradiso
Start Entity:     Guest House Paradiso
Gold Answer:      [['1991']]
Predicted Ans:    1999
Predicted Path:   Guest House Paradiso --[starred_actors]--> Adrian Edmondson --[(INV) starred_actors]--> Guest House Paradiso --[release_year]--> 1999
Path (Raw):       Guest House Paradiso --[starred_actors]--> Adrian Edmondson --[(INV) starred_actors]--> Guest House Paradiso --[release_year]--> 1999
Neg LogProb(↓):   0.298633
Path Entropy(↓):  0.571132
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of lila says
Start Entity:     Lila Says
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Lila Says --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Path (Raw):       Lila Says --[release_year]--> 2004 --[(INV) release_year]--> Imaginary Heroes --[release_year]--> 2004
Neg LogProb(↓):   3.337280
Path Entropy(↓):  4.575675
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie after. life about
Start Entity:     After.Life
Gold Answer:      [['liam neeson', 'justin long', 'christina ricci']]
Predicted Ans:    macabre
Predicted Path:   After.Life --[has_tags]--> christina ricci --[(INV) has_tags]--> Addams Family Values --[has_tags]--> macabre
Path (Raw):       After.Life --[has_tags]--> christina ricci --[(INV) has_tags]--> Addams Family Values --[has_tags]--> macabre
Neg LogProb(↓):   0.197507
Path Entropy(↓):  0.736115
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the films starred by the package actors
Start Entity:     The Package
Gold Answer:      [['Music', 'Sport', 'Western', 'Biography', 'Drama', 'Crime', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Action
Predicted Path:   The Package --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Package --[has_genre]--> Action
Path (Raw):       The Package --[starred_actors]--> Gene Hackman --[(INV) starred_actors]--> The Package --[has_genre]--> Action
Neg LogProb(↓):   1.209155
Path Entropy(↓):  2.591270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of the rundown
Start Entity:     The Rundown
Gold Answer:      [['Rihanna', 'Christian Slater', 'Chris Cooper', 'Cameron Diaz', 'Ben Foster', 'Emile Hirsch', 'Mark Wahlberg', 'Jamie Foxx', 'Jon Favreau', 'Will Smith', 'Taylor Kitsch', 'Jason Bateman', 'Jennifer Garner', 'Leland Orser', 'Alexander Skarsgård', 'Brooklyn Decker', 'Charlize Theron']]
Predicted Ans:    Mark Wahlberg
Predicted Path:   The Rundown --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[starred_actors]--> Mark Wahlberg
Path (Raw):       The Rundown --[directed_by]--> Peter Berg --[(INV) directed_by]--> Lone Survivor --[starred_actors]--> Mark Wahlberg
Neg LogProb(↓):   0.005019
Path Entropy(↓):  0.036654
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film elf starred which actors
Start Entity:     Elf
Gold Answer:      [['Will Ferrell', 'Bob Newhart', 'James Caan']]
Predicted Ans:    James Caan
Predicted Path:   Elf --[starred_actors]--> James Caan --[(INV) starred_actors]--> Red Line 7000 --[starred_actors]--> James Caan
Path (Raw):       Elf --[starred_actors]--> James Caan --[(INV) starred_actors]--> Red Line 7000 --[starred_actors]--> James Caan
Neg LogProb(↓):   0.854774
Path Entropy(↓):  1.633028
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in pk
Start Entity:     PK
Gold Answer:      [['1997', '2009', '2001', '2008', '2005', '2006', '2011']]
Predicted Ans:    2014
Predicted Path:   PK --[starred_actors]--> Aamir Khan --[(INV) starred_actors]--> PK --[release_year]--> 2014
Path (Raw):       PK --[starred_actors]--> Aamir Khan --[(INV) starred_actors]--> PK --[release_year]--> 2014
Neg LogProb(↓):   1.070979
Path Entropy(↓):  1.401472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release date of the film leadbelly
Start Entity:     Leadbelly
Gold Answer:      [['1976']]
Predicted Ans:    1976
Predicted Path:   Leadbelly --[release_year]--> 1976 --[(INV) release_year]--> Welcome to L.A. --[release_year]--> 1976
Path (Raw):       Leadbelly --[release_year]--> 1976 --[(INV) release_year]--> Welcome to L.A. --[release_year]--> 1976
Neg LogProb(↓):   2.190958
Path Entropy(↓):  3.871985
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by giovanna mezzogiorno were directed by who
Start Entity:     Giovanna Mezzogiorno
Gold Answer:      [['Mike Newell', 'Marco Bellocchio']]
Predicted Ans:    Mike Newell
Predicted Path:   Giovanna Mezzogiorno --[(INV) starred_actors]--> Love in the Time of Cholera --[directed_by]--> Mike Newell
Path (Raw):       Giovanna Mezzogiorno --[No Operation]--> Giovanna Mezzogiorno --[(INV) starred_actors]--> Love in the Time of Cholera --[directed_by]--> Mike Newell
Neg LogProb(↓):   0.603548
Path Entropy(↓):  0.688748
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the genre of coogan's bluff
Start Entity:     Coogan's Bluff
Gold Answer:      [['Action']]
Predicted Ans:    Action
Predicted Path:   Coogan's Bluff --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Path (Raw):       Coogan's Bluff --[has_genre]--> Action --[(INV) has_genre]--> On the Job --[has_genre]--> Action
Neg LogProb(↓):   2.086179
Path Entropy(↓):  3.460471
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by katherine fairfax wright were in which genres
Start Entity:     Katherine Fairfax Wright
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Katherine Fairfax Wright --[(INV) written_by]--> Call Me Kuchu --[has_genre]--> Documentary
Path (Raw):       Katherine Fairfax Wright --[No Operation]--> Katherine Fairfax Wright --[(INV) written_by]--> Call Me Kuchu --[has_genre]--> Documentary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the great buck howard
Start Entity:     The Great Buck Howard
Gold Answer:      [['John Malkovich', 'Colin Hanks']]
Predicted Ans:    John Malkovich
Predicted Path:   The Great Buck Howard --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Disgrace --[starred_actors]--> John Malkovich
Path (Raw):       The Great Buck Howard --[starred_actors]--> John Malkovich --[(INV) starred_actors]--> Disgrace --[starred_actors]--> John Malkovich
Neg LogProb(↓):   0.122160
Path Entropy(↓):  0.372067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the five heartbeats actors
Start Entity:     The Five Heartbeats
Gold Answer:      [['Robert Altman', 'Jeff Pollack', 'Robert Townsend', 'Jon Turteltaub', 'Louis Morneau']]
Predicted Ans:    Robert Townsend
Predicted Path:   The Five Heartbeats --[starred_actors]--> Leon --[(INV) starred_actors]--> The Five Heartbeats --[directed_by]--> Robert Townsend
Path (Raw):       The Five Heartbeats --[starred_actors]--> Leon --[(INV) starred_actors]--> The Five Heartbeats --[directed_by]--> Robert Townsend
Neg LogProb(↓):   0.090685
Path Entropy(↓):  0.319760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by jessica alba were in which languages
Start Entity:     Jessica Alba
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Path (Raw):       Jessica Alba --[No Operation]--> Jessica Alba --[(INV) starred_actors]--> The Sleeping Dictionary --[in_language]--> English
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000446
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies directed by val guest
Start Entity:     Val Guest
Gold Answer:      [['Victoria Vetri', 'Edward Judd', 'Janet Munro', 'Gordon Jackson', 'Leo McKern', 'Guy Rolfe', 'Robin Askwith', 'Margia Dean', 'Jack Warner', 'Forrest Tucker', 'Brian Donlevy', 'Stanley Baker', 'Maureen Connell', 'Richard Wattis', 'Peter Cushing']]
Predicted Ans:    Brian Donlevy
Predicted Path:   Val Guest --[(INV) directed_by]--> The Quatermass Xperiment --[starred_actors]--> Brian Donlevy
Path (Raw):       Val Guest --[No Operation]--> Val Guest --[(INV) directed_by]--> The Quatermass Xperiment --[starred_actors]--> Brian Donlevy
Neg LogProb(↓):   0.016997
Path Entropy(↓):  0.090707
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the end of the tour directed by
Start Entity:     The End of the Tour
Gold Answer:      [['James Ponsoldt']]
Predicted Ans:    James Ponsoldt
Predicted Path:   The End of the Tour --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed --[directed_by]--> James Ponsoldt
Path (Raw):       The End of the Tour --[directed_by]--> James Ponsoldt --[(INV) directed_by]--> Smashed --[directed_by]--> James Ponsoldt
Neg LogProb(↓):   0.001123
Path Entropy(↓):  0.009356
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by lenny baker
Start Entity:     Lenny Baker
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Lenny Baker --[(INV) starred_actors]--> Next Stop, Greenwich Village --[has_genre]--> Comedy
Path (Raw):       Lenny Baker --[No Operation]--> Lenny Baker --[(INV) starred_actors]--> Next Stop, Greenwich Village --[has_genre]--> Comedy
Neg LogProb(↓):   0.406348
Path Entropy(↓):  0.636921
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose writers also wrote you and me
Start Entity:     You and Me
Gold Answer:      [['1962', '1939', '1944', '1950', '1960', '1936', '2014', '1941', '1958', '1943']]
Predicted Ans:    1944
Predicted Path:   You and Me --[written_by]--> Virginia Van Upp --[(INV) written_by]--> Together Again --[release_year]--> 1944
Path (Raw):       You and Me --[written_by]--> Virginia Van Upp --[(INV) written_by]--> Together Again --[release_year]--> 1944
Neg LogProb(↓):   1.134406
Path Entropy(↓):  1.089753
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was andrew mollo the director of
Start Entity:     Andrew Mollo
Gold Answer:      [['It Happened Here']]
Predicted Ans:    It Happened Here
Predicted Path:   Andrew Mollo --[(INV) directed_by]--> It Happened Here --[directed_by]--> Kevin Brownlow --[(INV) directed_by]--> It Happened Here
Path (Raw):       Andrew Mollo --[(INV) directed_by]--> It Happened Here --[directed_by]--> Kevin Brownlow --[(INV) directed_by]--> It Happened Here
Neg LogProb(↓):   0.274047
Path Entropy(↓):  0.550745
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of benoit jaubert
Start Entity:     Benoît Jaubert
Gold Answer:      [['Mathieu Kassovitz', 'Pierre Geller']]
Predicted Ans:    Benoît Jaubert
Predicted Path:   Benoît Jaubert --[(INV) written_by]--> Rebellion --[written_by]--> Benoît Jaubert
Path (Raw):       Benoît Jaubert --[No Operation]--> Benoît Jaubert --[(INV) written_by]--> Rebellion --[written_by]--> Benoît Jaubert
Neg LogProb(↓):   0.632210
Path Entropy(↓):  0.726469
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who was the writer of indiana jones and the kingdom of the crystal skull
Start Entity:     Indiana Jones and the Kingdom of the Crystal Skull
Gold Answer:      [['George Lucas', 'David Koepp', 'Jeff Nathanson']]
Predicted Ans:    George Lucas
Predicted Path:   Indiana Jones and the Kingdom of the Crystal Skull --[written_by]--> George Lucas --[(INV) written_by]--> More American Graffiti --[written_by]--> George Lucas
Path (Raw):       Indiana Jones and the Kingdom of the Crystal Skull --[written_by]--> George Lucas --[(INV) written_by]--> More American Graffiti --[written_by]--> George Lucas
Neg LogProb(↓):   0.855246
Path Entropy(↓):  1.428143
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of john carlen written movies
Start Entity:     John Carlen
Gold Answer:      [['Nicolas Cage']]
Predicted Ans:    Nicolas Cage
Predicted Path:   John Carlen --[(INV) written_by]--> Sonny --[directed_by]--> Nicolas Cage
Path (Raw):       John Carlen --[No Operation]--> John Carlen --[(INV) written_by]--> Sonny --[directed_by]--> Nicolas Cage
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed balto
Start Entity:     Balto
Gold Answer:      [['1998', '2011', '1960', '2002']]
Predicted Ans:    1960
Predicted Path:   Balto --[directed_by]--> Simon Wells --[(INV) directed_by]--> The Time Machine --[release_year]--> 1960
Path (Raw):       Balto --[directed_by]--> Simon Wells --[(INV) directed_by]--> The Time Machine --[release_year]--> 1960
Neg LogProb(↓):   0.889704
Path Entropy(↓):  1.682109
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does susan george act in
Start Entity:     Susan George
Gold Answer:      [['Mandingo', 'Fright', 'Lola', 'Straw Dogs', 'Enter the Ninja', 'A Small Town in Texas']]
Predicted Ans:    Mandingo
Predicted Path:   Susan George --[(INV) starred_actors]--> Mandingo --[starred_actors]--> Susan George --[(INV) starred_actors]--> Mandingo
Path (Raw):       Susan George --[(INV) starred_actors]--> Mandingo --[starred_actors]--> Susan George --[(INV) starred_actors]--> Mandingo
Neg LogProb(↓):   0.429980
Path Entropy(↓):  1.025605
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of reginald le borg directed movies
Start Entity:     Reginald Le Borg
Gold Answer:      [['Guy de Maupassant']]
Predicted Ans:    Guy de Maupassant
Predicted Path:   Reginald Le Borg --[(INV) directed_by]--> Diary of a Madman --[written_by]--> Guy de Maupassant
Path (Raw):       Reginald Le Borg --[No Operation]--> Reginald Le Borg --[(INV) directed_by]--> Diary of a Madman --[written_by]--> Guy de Maupassant
Neg LogProb(↓):   0.040322
Path Entropy(↓):  0.180941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movie was bakhtyar khudojnazarov the director for
Start Entity:     Bakhtyar Khudojnazarov
Gold Answer:      [['Luna Papa']]
Predicted Ans:    Luna Papa
Predicted Path:   Bakhtyar Khudojnazarov --[(INV) directed_by]--> Luna Papa --[directed_by]--> Bakhtyar Khudojnazarov --[(INV) directed_by]--> Luna Papa
Path (Raw):       Bakhtyar Khudojnazarov --[(INV) directed_by]--> Luna Papa --[directed_by]--> Bakhtyar Khudojnazarov --[(INV) directed_by]--> Luna Papa
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films written by harry ruby
Start Entity:     Harry Ruby
Gold Answer:      [['The Marx Brothers']]
Predicted Ans:    The Marx Brothers
Predicted Path:   Harry Ruby --[(INV) written_by]--> Duck Soup --[starred_actors]--> The Marx Brothers
Path (Raw):       Harry Ruby --[No Operation]--> Harry Ruby --[(INV) written_by]--> Duck Soup --[starred_actors]--> The Marx Brothers
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of she done him wrong is also the director of which films
Start Entity:     She Done Him Wrong
Gold Answer:      [['Morning Glory', 'Born to Be Bad']]
Predicted Ans:    Born to Be Bad
Predicted Path:   She Done Him Wrong --[directed_by]--> Lowell Sherman --[(INV) directed_by]--> Born to Be Bad
Path (Raw):       She Done Him Wrong --[directed_by]--> Lowell Sherman --[(INV) directed_by]--> Born to Be Bad --[No Operation]--> Born to Be Bad
Neg LogProb(↓):   0.114997
Path Entropy(↓):  0.365746
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of like someone in love
Start Entity:     Like Someone in Love
Gold Answer:      [['Dylan Neal', 'Juliette Binoche', 'Val Kilmer', 'Mania Akbari', 'Farhad Kheradmand', 'Shohreh Aghdashloo', 'Mohsen Makhmalbaf', 'William Shimell']]
Predicted Ans:    Farhad Kheradmand
Predicted Path:   Like Someone in Love --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[starred_actors]--> Farhad Kheradmand
Path (Raw):       Like Someone in Love --[written_by]--> Abbas Kiarostami --[(INV) written_by]--> Life, and Nothing More... --[starred_actors]--> Farhad Kheradmand
Neg LogProb(↓):   0.571072
Path Entropy(↓):  0.819803
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the scarlet empress also appears in which movies
Start Entity:     The Scarlet Empress
Gold Answer:      [['Kismet', 'Rancho Notorious', 'Shanghai Express', 'The Blue Angel', 'Angel', 'Nothing Lasts Forever', 'Destry Rides Again', 'Desire', 'Morocco', 'Gunga Din', 'Witness for the Prosecution', 'Seven Sinners', 'Golden Earrings', 'The Garden of Allah', 'Judgment at Nuremberg', 'No Highway in the Sky', 'Stage Fright', 'The Spoilers', 'The Flame of New Orleans', 'Blonde Venus', 'Dishonored', 'A Foreign Affair', 'Pittsburgh', 'The Devil Is a Woman']]
Predicted Ans:    The Blue Angel
Predicted Path:   The Scarlet Empress --[starred_actors]--> Marlene Dietrich --[(INV) starred_actors]--> The Blue Angel
Path (Raw):       The Scarlet Empress --[starred_actors]--> Marlene Dietrich --[No Operation]--> Marlene Dietrich --[(INV) starred_actors]--> The Blue Angel
Neg LogProb(↓):   1.164599
Path Entropy(↓):  1.711850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by fabrice eboue
Start Entity:     Fabrice Eboué
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Fabrice Eboué --[(INV) directed_by]--> Case départ --[in_language]--> French
Path (Raw):       Fabrice Eboué --[No Operation]--> Fabrice Eboué --[(INV) directed_by]--> Case départ --[in_language]--> French
Neg LogProb(↓):   0.036917
Path Entropy(↓):  0.156693
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the films written by the screenwriter of the naked city
Start Entity:     The Naked City
Gold Answer:      [['Rod Steiger']]
Predicted Ans:    Rod Steiger
Predicted Path:   The Naked City --[written_by]--> Malvin Wald --[(INV) written_by]--> Al Capone --[starred_actors]--> Rod Steiger
Path (Raw):       The Naked City --[written_by]--> Malvin Wald --[(INV) written_by]--> Al Capone --[starred_actors]--> Rod Steiger
Neg LogProb(↓):   0.000265
Path Entropy(↓):  0.002450
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by james rabbitts
Start Entity:     James Rabbitts
Gold Answer:      [['The Clinic']]
Predicted Ans:    The Clinic
Predicted Path:   James Rabbitts --[(INV) written_by]--> The Clinic --[written_by]--> James Rabbitts --[(INV) written_by]--> The Clinic
Path (Raw):       James Rabbitts --[(INV) written_by]--> The Clinic --[written_by]--> James Rabbitts --[(INV) written_by]--> The Clinic
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred together with hurd hatfield
Start Entity:     Hurd Hatfield
Gold Answer:      [['George Sanders', 'Paulette Goddard', 'Burgess Meredith', 'Francis Lederer']]
Predicted Ans:    Paulette Goddard
Predicted Path:   Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[starred_actors]--> Paulette Goddard
Path (Raw):       Hurd Hatfield --[No Operation]--> Hurd Hatfield --[(INV) starred_actors]--> The Diary of a Chambermaid --[starred_actors]--> Paulette Goddard
Neg LogProb(↓):   0.006118
Path Entropy(↓):  0.041341
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in walk of shame
Start Entity:     Walk of Shame
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Action', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Walk of Shame --[starred_actors]--> Gillian Jacobs --[(INV) starred_actors]--> Life Partners --[has_genre]--> Comedy
Path (Raw):       Walk of Shame --[starred_actors]--> Gillian Jacobs --[(INV) starred_actors]--> Life Partners --[has_genre]--> Comedy
Neg LogProb(↓):   0.302402
Path Entropy(↓):  0.778992
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of wild guitar
Start Entity:     Wild Guitar
Gold Answer:      [['Ron Haydock', 'Ray Dennis Steckler']]
Predicted Ans:    Ray Dennis Steckler
Predicted Path:   Wild Guitar --[directed_by]--> Ray Dennis Steckler --[(INV) directed_by]--> Wild Guitar --[directed_by]--> Ray Dennis Steckler
Path (Raw):       Wild Guitar --[directed_by]--> Ray Dennis Steckler --[(INV) directed_by]--> Wild Guitar --[directed_by]--> Ray Dennis Steckler
Neg LogProb(↓):   0.026204
Path Entropy(↓):  0.121802
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of mr. saturday night also wrote which movies
Start Entity:     Mr. Saturday Night
Gold Answer:      [['Forget Paris', 'Splash', 'Memories of Me', 'My Giant', '700 Sundays', "America's Sweethearts", 'Greedy', 'City Slickers', 'Where the Heart Is', 'Parenthood', 'A League of Their Own']]
Predicted Ans:    Splash
Predicted Path:   Mr. Saturday Night --[written_by]--> Lowell Ganz --[(INV) written_by]--> Splash
Path (Raw):       Mr. Saturday Night --[written_by]--> Lowell Ganz --[(INV) written_by]--> Splash --[No Operation]--> Splash
Neg LogProb(↓):   1.126158
Path Entropy(↓):  1.815199
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films that share directors with the films midnight lace are written by who
Start Entity:     Midnight Lace
Gold Answer:      [['Lenore J. Coffee', 'Edward Abbey', 'Edna Sherry', 'Nicholas Monsarrat', 'Eleanore Griffin', 'Harpo Marx', 'Frank Tashlin', 'Fannie Hurst', 'Robert Smith', 'Clare Boothe Luce', 'Mark Lane', 'William Ludwig', 'Mac Benoff', 'Leo Rosten', 'Dalton Trumbo', 'Charles Kaufman', 'Donald Freed', 'Walter Noble Burns']]
Predicted Ans:    Dalton Trumbo
Predicted Path:   Midnight Lace --[directed_by]--> David Miller --[(INV) directed_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Path (Raw):       Midnight Lace --[directed_by]--> David Miller --[(INV) directed_by]--> Lonely Are the Brave --[written_by]--> Dalton Trumbo
Neg LogProb(↓):   1.189149
Path Entropy(↓):  1.475560
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with saints and soldiers fall under
Start Entity:     Saints and Soldiers
Gold Answer:      [['Comedy']]
Predicted Ans:    Drama
Predicted Path:   Saints and Soldiers --[starred_actors]--> Kirby Heyborne --[(INV) starred_actors]--> Saints and Soldiers --[has_genre]--> Drama
Path (Raw):       Saints and Soldiers --[starred_actors]--> Kirby Heyborne --[(INV) starred_actors]--> Saints and Soldiers --[has_genre]--> Drama
Neg LogProb(↓):   0.674953
Path Entropy(↓):  1.054486
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the movies written by kim powers
Start Entity:     Kim Powers
Gold Answer:      [['Tanya Wexler']]
Predicted Ans:    Tanya Wexler
Predicted Path:   Kim Powers --[(INV) written_by]--> Finding North --[directed_by]--> Tanya Wexler
Path (Raw):       Kim Powers --[No Operation]--> Kim Powers --[(INV) written_by]--> Finding North --[directed_by]--> Tanya Wexler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie giant
Start Entity:     Giant
Gold Answer:      [['Robert A. Granger', 'Franco Zeffirelli', 'Harry Brown', 'Gene Roddenberry', 'Francis Pollini', 'Alistair MacLean', 'George Zuckerman', 'Enid Bagnold', 'Samson Raphaelson', 'Albert Hackett', 'Frances Goodrich', 'Edward Streeter', 'William Peter Blatty', 'Stanley Shapiro', 'Paul Henning', 'Howard Rigsby', 'Julius J. Epstein', 'Hugh Wheeler', 'Philip G. Epstein', 'George Tabori', 'Marco Denevi', 'John Steinbeck', 'Waldemar Young', 'Vincent Lawrence', 'Stewart Stern', 'Terence Rattigan', 'Paul Osborn', 'Tennessee Williams', 'Harold Robbins', 'Melvin Frank', 'Richard Brooks', 'Leo Gordon', 'Lloyd C. Douglas', 'Joseph L. Mankiewicz', 'Donald Hamilton', 'William Shakespeare', 'Clarence Day', 'Gore Vidal', 'F. Scott Fitzgerald', 'Sidney Buchman', 'Ingmar Bergman', 'Ranald MacDougall', 'John Gay', 'Sir Walter Scott', 'Michael Wilson', 'Francesco Maselli', 'William Kennedy', 'Sy Bartlett', 'David Ely', 'Edna L. Lee', 'Peg Fenwick', 'Harry Lee', "John O'Hara", 'Carson McCullers', 'Ernest Lehman', 'Theodore Dreiser', 'Blake Edwards', 'Harry Julian Fink', 'Florence Engel Randall', 'Corey Allen', 'Robert Blees', 'Wells Root', 'Nicholas Ray', 'John Wesley Hardin', 'Maurice Richlin', 'Russell Rouse', 'Clarence Greene', 'Noel Langley', 'Æneas MacKenzie', 'Marguerite Roberts', 'Jack Garfein', 'Alex Karmel', 'Douglas Heyes', 'James R. Webb', 'Dalton Trumbo', 'Robert Wilder', 'Norman Krasna', 'Norman Barasch', 'Bartlett Cormack', 'Eduardo Mignogna', 'Lewis John Carlino', 'James Poe', 'Carroll Moore']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Giant --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       Giant --[starred_actors]--> Elizabeth Taylor --[(INV) starred_actors]--> Cleopatra --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.442894
Path Entropy(↓):  2.975060
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in beach red
Start Entity:     Beach Red
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Adventure']]
Predicted Ans:    War
Predicted Path:   Beach Red --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[has_genre]--> War
Path (Raw):       Beach Red --[starred_actors]--> Rip Torn --[(INV) starred_actors]--> Beach Red --[has_genre]--> War
Neg LogProb(↓):   0.001179
Path Entropy(↓):  0.010697
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the time after time director release
Start Entity:     Time After Time
Gold Answer:      [['1983', '1988', '1985', '1991']]
Predicted Ans:    1985
Predicted Path:   Time After Time --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> Volunteers --[release_year]--> 1985
Path (Raw):       Time After Time --[directed_by]--> Nicholas Meyer --[(INV) directed_by]--> Volunteers --[release_year]--> 1985
Neg LogProb(↓):   0.471265
Path Entropy(↓):  1.034147
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by motoyoshi oda
Start Entity:     Motoyoshi Oda
Gold Answer:      [['Minoru Chiaki', 'Setsuko Wakayama', 'Hiroshi Koizumi']]
Predicted Ans:    Hiroshi Koizumi
Predicted Path:   Motoyoshi Oda --[(INV) directed_by]--> Godzilla Raids Again --[starred_actors]--> Hiroshi Koizumi
Path (Raw):       Motoyoshi Oda --[No Operation]--> Motoyoshi Oda --[(INV) directed_by]--> Godzilla Raids Again --[starred_actors]--> Hiroshi Koizumi
Neg LogProb(↓):   0.007892
Path Entropy(↓):  0.051295
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by anita page
Start Entity:     Anita Page
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Anita Page --[(INV) starred_actors]--> Our Modern Maidens --[has_genre]--> Drama
Path (Raw):       Anita Page --[No Operation]--> Anita Page --[(INV) starred_actors]--> Our Modern Maidens --[has_genre]--> Drama
Neg LogProb(↓):   0.297111
Path Entropy(↓):  0.678876
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by kinuyo tanaka
Start Entity:     Kinuyo Tanaka
Gold Answer:      [['1952']]
Predicted Ans:    1952
Predicted Path:   Kinuyo Tanaka --[(INV) starred_actors]--> The Life of Oharu --[release_year]--> 1952
Path (Raw):       Kinuyo Tanaka --[No Operation]--> Kinuyo Tanaka --[(INV) starred_actors]--> The Life of Oharu --[release_year]--> 1952
Neg LogProb(↓):   0.000371
Path Entropy(↓):  0.003297
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of bunraku was
Start Entity:     Bunraku
Gold Answer:      [['Guy Moshe']]
Predicted Ans:    Guy Moshe
Predicted Path:   Bunraku --[directed_by]--> Guy Moshe --[(INV) directed_by]--> Holly --[directed_by]--> Guy Moshe
Path (Raw):       Bunraku --[directed_by]--> Guy Moshe --[(INV) directed_by]--> Holly --[directed_by]--> Guy Moshe
Neg LogProb(↓):   0.032749
Path Entropy(↓):  0.142371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by robert wyler
Start Entity:     Robert Wyler
Gold Answer:      [['William Wyler']]
Predicted Ans:    William Wyler
Predicted Path:   Robert Wyler --[(INV) written_by]--> Detective Story --[directed_by]--> William Wyler
Path (Raw):       Robert Wyler --[No Operation]--> Robert Wyler --[(INV) written_by]--> Detective Story --[directed_by]--> William Wyler
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film bruiser
Start Entity:     Bruiser
Gold Answer:      [['George A. Romero']]
Predicted Ans:    George A. Romero
Predicted Path:   Bruiser --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[written_by]--> George A. Romero
Path (Raw):       Bruiser --[written_by]--> George A. Romero --[(INV) written_by]--> Bruiser --[written_by]--> George A. Romero
Neg LogProb(↓):   0.163988
Path Entropy(↓):  0.608349
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the something for everyone director
Start Entity:     Something for Everyone
Gold Answer:      [['English']]
Predicted Ans:    Michael York
Predicted Path:   Something for Everyone --[directed_by]--> Harold Prince --[(INV) directed_by]--> Something for Everyone --[starred_actors]--> Michael York
Path (Raw):       Something for Everyone --[directed_by]--> Harold Prince --[(INV) directed_by]--> Something for Everyone --[starred_actors]--> Michael York
Neg LogProb(↓):   0.060316
Path Entropy(↓):  0.256322
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies directed by the the scarlet clue director release
Start Entity:     The Scarlet Clue
Gold Answer:      [['1934']]
Predicted Ans:    1945
Predicted Path:   The Scarlet Clue --[directed_by]--> Phil Rosen --[(INV) directed_by]--> The Scarlet Clue --[release_year]--> 1945
Path (Raw):       The Scarlet Clue --[directed_by]--> Phil Rosen --[(INV) directed_by]--> The Scarlet Clue --[release_year]--> 1945
Neg LogProb(↓):   0.032899
Path Entropy(↓):  0.142864
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by armen evrensel starred which actors
Start Entity:     Armen Evrensel
Gold Answer:      [['Billy Boyd', 'Kristin Kreuk', 'Amanda Tapping']]
Predicted Ans:    Amanda Tapping
Predicted Path:   Armen Evrensel --[(INV) written_by]--> Space Milkshake --[starred_actors]--> Amanda Tapping
Path (Raw):       Armen Evrensel --[No Operation]--> Armen Evrensel --[(INV) written_by]--> Space Milkshake --[starred_actors]--> Amanda Tapping
Neg LogProb(↓):   0.601572
Path Entropy(↓):  0.705263
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie two - lane blacktop
Start Entity:     Two-Lane Blacktop
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   Two-Lane Blacktop --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       Two-Lane Blacktop --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   1.372452
Path Entropy(↓):  3.487345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed over the hedge
Start Entity:     Over the Hedge
Gold Answer:      [['Karey Kirkpatrick', 'Tim Johnson']]
Predicted Ans:    Tim Johnson
Predicted Path:   Over the Hedge --[directed_by]--> Tim Johnson --[(INV) directed_by]--> Home --[directed_by]--> Tim Johnson
Path (Raw):       Over the Hedge --[directed_by]--> Tim Johnson --[(INV) directed_by]--> Home --[directed_by]--> Tim Johnson
Neg LogProb(↓):   0.142861
Path Entropy(↓):  0.544232
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in fired up!
Start Entity:     Fired Up!
Gold Answer:      [['Drama', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   Fired Up! --[starred_actors]--> Eric Christian Olsen --[(INV) starred_actors]--> The Thing --[has_genre]--> Horror
Path (Raw):       Fired Up! --[starred_actors]--> Eric Christian Olsen --[(INV) starred_actors]--> The Thing --[has_genre]--> Horror
Neg LogProb(↓):   0.800106
Path Entropy(↓):  1.041966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of high time
Start Entity:     High Time
Gold Answer:      [['Robin and the 7 Hoods', 'High Society', 'Road to Morocco', 'Wild in the Country', 'Looking for Mr. Goodbar', 'Pretty Poison', 'Author! Author!', "The Bells of St. Mary's", 'Anything Goes', 'The Country Girl', 'Road to Zanzibar', 'The Road to Hong Kong', 'The Emperor Waltz', 'Mr. Hobbs Takes a Vacation', 'Pennies from Heaven', "That's Entertainment!", 'A Safe Place', 'Heartbreak Hotel', 'Road to Rio', 'Going Hollywood', 'Soldier in the Rain', 'Road to Bali', 'Dr. Goldfoot and the Girl Bombs', 'White Christmas', 'Road to Singapore', 'Lord Love a Duck', 'North to Alaska', 'I Walk the Line', 'Double or Nothing', 'Here Comes the Groom', 'Going My Way', 'Holiday Inn', 'Serial', 'Road to Utopia', "We're Not Dressing", 'Blue Skies']]
Predicted Ans:    The Country Girl
Predicted Path:   High Time --[starred_actors]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Path (Raw):       High Time --[starred_actors]--> Bing Crosby --[No Operation]--> Bing Crosby --[(INV) starred_actors]--> The Country Girl
Neg LogProb(↓):   0.590978
Path Entropy(↓):  1.202470
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in once upon a time in america
Start Entity:     Once Upon a Time in America
Gold Answer:      [['Music', 'Sport', 'Musical', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Once Upon a Time in America --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Path (Raw):       Once Upon a Time in America --[starred_actors]--> Robert De Niro --[(INV) starred_actors]--> Everybody's Fine --[has_genre]--> Drama
Neg LogProb(↓):   1.707635
Path Entropy(↓):  2.903552
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of adam's apples
Start Entity:     Adam's Apples
Gold Answer:      [['Flickering Lights', 'The Salvation', 'The Green Butchers', 'Brothers', 'In a Better World', 'Stealing Rembrandt', 'Murk']]
Predicted Ans:    Adam's Apples
Predicted Path:   Adam's Apples --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples
Path (Raw):       Adam's Apples --[No Operation]--> Adam's Apples --[written_by]--> Anders Thomas Jensen --[(INV) written_by]--> Adam's Apples
Neg LogProb(↓):   0.247674
Path Entropy(↓):  0.835828
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies directed by patrik forsberg in
Start Entity:     Patrik Forsberg
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Patrik Forsberg --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       Patrik Forsberg --[No Operation]--> Patrik Forsberg --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000021
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by david arnott
Start Entity:     David Arnott
Gold Answer:      [['Chris Menges', 'Harry Ralston']]
Predicted Ans:    Chris Menges
Predicted Path:   David Arnott --[(INV) starred_actors]--> CrissCross --[directed_by]--> Chris Menges
Path (Raw):       David Arnott --[No Operation]--> David Arnott --[(INV) starred_actors]--> CrissCross --[directed_by]--> Chris Menges
Neg LogProb(↓):   0.000119
Path Entropy(↓):  0.001194
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Iciar bollain was the director of which films
Start Entity:     Icíar Bollaín
Gold Answer:      [['Even the Rain', 'Take My Eyes']]
Predicted Ans:    Even the Rain
Predicted Path:   Icíar Bollaín --[(INV) directed_by]--> Take My Eyes --[directed_by]--> Icíar Bollaín --[(INV) directed_by]--> Even the Rain
Path (Raw):       Icíar Bollaín --[(INV) directed_by]--> Take My Eyes --[directed_by]--> Icíar Bollaín --[(INV) directed_by]--> Even the Rain
Neg LogProb(↓):   0.855315
Path Entropy(↓):  1.252525
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of piranha 3dd starred who
Start Entity:     Piranha 3DD
Gold Answer:      [['Tobin Bell', 'Christopher McDonald', 'Terence Stamp', 'Betsy Russell', 'Costas Mandylor', 'Scott Patterson', 'Lee Tergesen', 'Emma Fitzpatrick', 'Samantha Eggar', 'Josh Stewart', 'Mark Rolston']]
Predicted Ans:    Terence Stamp
Predicted Path:   Piranha 3DD --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collector --[starred_actors]--> Terence Stamp
Path (Raw):       Piranha 3DD --[written_by]--> Patrick Melton --[(INV) written_by]--> The Collector --[starred_actors]--> Terence Stamp
Neg LogProb(↓):   0.108244
Path Entropy(↓):  0.370095
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of beyond therapy
Start Entity:     Beyond Therapy
Gold Answer:      [['Gosford Park', 'Images', 'Quintet', 'A Perfect Couple', 'Short Cuts', '3 Women', 'Kansas City', 'A Wedding', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Thieves Like Us']]
Predicted Ans:    Gosford Park
Predicted Path:   Beyond Therapy --[written_by]--> Robert Altman --[(INV) written_by]--> Gosford Park
Path (Raw):       Beyond Therapy --[No Operation]--> Beyond Therapy --[written_by]--> Robert Altman --[(INV) written_by]--> Gosford Park
Neg LogProb(↓):   0.157822
Path Entropy(↓):  0.662497
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in a woman's tale
Start Entity:     A Woman's Tale
Gold Answer:      [['Gosia Dobrowolska', 'Norman Kaye', 'Sheila Florance', 'Chris Haywood']]
Predicted Ans:    Norman Kaye
Predicted Path:   A Woman's Tale --[starred_actors]--> Norman Kaye --[(INV) starred_actors]--> A Woman's Tale --[starred_actors]--> Norman Kaye
Path (Raw):       A Woman's Tale --[starred_actors]--> Norman Kaye --[(INV) starred_actors]--> A Woman's Tale --[starred_actors]--> Norman Kaye
Neg LogProb(↓):   0.045265
Path Entropy(↓):  0.224681
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movie perfect blue
Start Entity:     Perfect Blue
Gold Answer:      [['Sadayuki Murai', 'Yoshikazu Takeuchi']]
Predicted Ans:    Yoshikazu Takeuchi
Predicted Path:   Perfect Blue --[written_by]--> Yoshikazu Takeuchi --[(INV) written_by]--> Perfect Blue --[written_by]--> Yoshikazu Takeuchi
Path (Raw):       Perfect Blue --[written_by]--> Yoshikazu Takeuchi --[(INV) written_by]--> Perfect Blue --[written_by]--> Yoshikazu Takeuchi
Neg LogProb(↓):   0.000801
Path Entropy(↓):  0.007043
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the whole ten yards
Start Entity:     The Whole Ten Yards
Gold Answer:      [['Rachel Weisz', 'James Franco', 'Michelle Williams', 'Mila Kunis']]
Predicted Ans:    James Franco
Predicted Path:   The Whole Ten Yards --[written_by]--> Mitchell Kapner --[(INV) written_by]--> Oz the Great and Powerful --[starred_actors]--> James Franco
Path (Raw):       The Whole Ten Yards --[written_by]--> Mitchell Kapner --[(INV) written_by]--> Oz the Great and Powerful --[starred_actors]--> James Franco
Neg LogProb(↓):   0.140985
Path Entropy(↓):  0.472067
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are some words that describe movie ninja scroll
Start Entity:     Ninja Scroll
Gold Answer:      [['ninja', 'yoshiaki kawajiri']]
Predicted Ans:    yoshiaki kawajiri
Predicted Path:   Ninja Scroll --[has_tags]--> yoshiaki kawajiri --[(INV) has_tags]--> Ninja Scroll --[has_tags]--> yoshiaki kawajiri
Path (Raw):       Ninja Scroll --[has_tags]--> yoshiaki kawajiri --[(INV) has_tags]--> Ninja Scroll --[has_tags]--> yoshiaki kawajiri
Neg LogProb(↓):   0.004639
Path Entropy(↓):  0.034075
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by james millican were written by who
Start Entity:     James Millican
Gold Answer:      [['Matt Cvetic']]
Predicted Ans:    Matt Cvetic
Predicted Path:   James Millican --[(INV) starred_actors]--> I Was a Communist for the FBI --[written_by]--> Matt Cvetic
Path (Raw):       James Millican --[No Operation]--> James Millican --[(INV) starred_actors]--> I Was a Communist for the FBI --[written_by]--> Matt Cvetic
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the king is alive
Start Entity:     The King Is Alive
Gold Answer:      [['Eva Green', 'Mads Mikkelsen', 'Jeffrey Dean Morgan', 'Olympia Dukakis', 'Brenda Fricker', 'Janet McTeer', 'Tony Maudsley']]
Predicted Ans:    Brenda Fricker
Predicted Path:   The King Is Alive --[directed_by]--> Kristian Levring --[(INV) directed_by]--> The Intended --[starred_actors]--> Brenda Fricker
Path (Raw):       The King Is Alive --[directed_by]--> Kristian Levring --[(INV) directed_by]--> The Intended --[starred_actors]--> Brenda Fricker
Neg LogProb(↓):   0.501750
Path Entropy(↓):  0.855089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of killer joe were directed by who
Start Entity:     Killer Joe
Gold Answer:      [['Jeannot Szwarc', 'William Friedkin']]
Predicted Ans:    William Friedkin
Predicted Path:   Killer Joe --[written_by]--> Tracy Letts --[(INV) written_by]--> Bug --[directed_by]--> William Friedkin
Path (Raw):       Killer Joe --[written_by]--> Tracy Letts --[(INV) written_by]--> Bug --[directed_by]--> William Friedkin
Neg LogProb(↓):   0.017662
Path Entropy(↓):  0.088539
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of zero dark thirty is also the director of which films
Start Entity:     Zero Dark Thirty
Gold Answer:      [['The Weight of Water', 'Point Break', 'The Hurt Locker', 'The Loveless', 'Near Dark', 'Blue Steel', 'Strange Days']]
Predicted Ans:    The Hurt Locker
Predicted Path:   Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> The Hurt Locker
Path (Raw):       Zero Dark Thirty --[directed_by]--> Kathryn Bigelow --[(INV) directed_by]--> The Hurt Locker --[No Operation]--> The Hurt Locker
Neg LogProb(↓):   0.216320
Path Entropy(↓):  0.821116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of wolfsburg
Start Entity:     Wolfsburg
Gold Answer:      [['Christian Petzold']]
Predicted Ans:    Christian Petzold
Predicted Path:   Wolfsburg --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Barbara --[written_by]--> Christian Petzold
Path (Raw):       Wolfsburg --[directed_by]--> Christian Petzold --[(INV) directed_by]--> Barbara --[written_by]--> Christian Petzold
Neg LogProb(↓):   0.901606
Path Entropy(↓):  1.281210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by lois weber were in which genres
Start Entity:     Lois Weber
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Lois Weber --[(INV) directed_by]--> The Blot --[has_genre]--> Drama
Path (Raw):       Lois Weber --[No Operation]--> Lois Weber --[(INV) directed_by]--> The Blot --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000005
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in life is beautiful
Start Entity:     Life Is Beautiful
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Life Is Beautiful --[starred_actors]--> Roberto Benigni --[(INV) starred_actors]--> Johnny Stecchino --[in_language]--> Italian
Path (Raw):       Life Is Beautiful --[starred_actors]--> Roberto Benigni --[(INV) starred_actors]--> Johnny Stecchino --[in_language]--> Italian
Neg LogProb(↓):   0.000025
Path Entropy(↓):  0.000326
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of titanic also wrote which films
Start Entity:     Titanic
Gold Answer:      [['Avatar', 'The Terminator', 'Aliens', 'The Abyss', 'Strange Days', 'True Lies']]
Predicted Ans:    Aliens
Predicted Path:   Titanic --[written_by]--> James Cameron --[(INV) written_by]--> Aliens
Path (Raw):       Titanic --[written_by]--> James Cameron --[(INV) written_by]--> Aliens --[No Operation]--> Aliens
Neg LogProb(↓):   0.209870
Path Entropy(↓):  0.662022
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with 100 rifles fall under
Start Entity:     100 Rifles
Gold Answer:      [['Western']]
Predicted Ans:    Western
Predicted Path:   100 Rifles --[written_by]--> Tom Gries --[(INV) written_by]--> Will Penny --[has_genre]--> Western
Path (Raw):       100 Rifles --[written_by]--> Tom Gries --[(INV) written_by]--> Will Penny --[has_genre]--> Western
Neg LogProb(↓):   0.145548
Path Entropy(↓):  0.467863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films written by christopher hampton fall under
Start Entity:     Christopher Hampton
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Christopher Hampton --[(INV) written_by]--> Dangerous Liaisons --[has_genre]--> Drama
Path (Raw):       Christopher Hampton --[No Operation]--> Christopher Hampton --[(INV) written_by]--> Dangerous Liaisons --[has_genre]--> Drama
Neg LogProb(↓):   0.024054
Path Entropy(↓):  0.117838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies starred by the positively true adventures of the alleged texas cheerleader - murdering mom actors release
Start Entity:     The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom
Gold Answer:      [['1970', '2008', '2003', '1993', '2006', '1967', '1979', '1984', '1968', '1998', '1939', '2004', '1982', '2014', '1983', '1976', '1995', '1990', '1989', '1996', '2002', '2012', '2013', '1988', '1997', '1975', '2005', '1991', '1987', '1986']]
Predicted Ans:    2006
Predicted Path:   The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[release_year]--> 2006
Path (Raw):       The Positively True Adventures of the Alleged Texas Cheerleader-Murdering Mom --[starred_actors]--> Beau Bridges --[(INV) starred_actors]--> I-See-You.Com --[release_year]--> 2006
Neg LogProb(↓):   1.140617
Path Entropy(↓):  2.389346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote near dark
Start Entity:     Near Dark
Gold Answer:      [['Kathryn Bigelow', 'Eric Red']]
Predicted Ans:    Kathryn Bigelow
Predicted Path:   Near Dark --[written_by]--> Kathryn Bigelow --[(INV) written_by]--> The Loveless --[written_by]--> Kathryn Bigelow
Path (Raw):       Near Dark --[written_by]--> Kathryn Bigelow --[(INV) written_by]--> The Loveless --[written_by]--> Kathryn Bigelow
Neg LogProb(↓):   0.076913
Path Entropy(↓):  0.326747
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie final destination
Start Entity:     Final Destination
Gold Answer:      [['franchise', 'james wong', 'drama', 'death', 'teen', 'premonition', 'horror', 'suspense']]
Predicted Ans:    suspense
Predicted Path:   Final Destination --[has_tags]--> suspense --[(INV) has_tags]--> Final Destination --[has_tags]--> suspense
Path (Raw):       Final Destination --[has_tags]--> suspense --[(INV) has_tags]--> Final Destination --[has_tags]--> suspense
Neg LogProb(↓):   0.048117
Path Entropy(↓):  0.261712
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for baghead
Start Entity:     Baghead
Gold Answer:      [['Jay Duplass', 'Mark Duplass']]
Predicted Ans:    Mark Duplass
Predicted Path:   Baghead --[written_by]--> Jay Duplass --[(INV) written_by]--> The Puffy Chair --[written_by]--> Mark Duplass
Path (Raw):       Baghead --[written_by]--> Jay Duplass --[(INV) written_by]--> The Puffy Chair --[written_by]--> Mark Duplass
Neg LogProb(↓):   0.857241
Path Entropy(↓):  1.445250
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of to gillian on her 37th birthday starred who
Start Entity:     To Gillian on Her 37th Birthday
Gold Answer:      [['Elizabeth Perkins', 'Brendan Gleeson', 'Bill Pullman', 'Bridget Fonda', 'John Hurt', 'Oliver Platt', 'Judd Nelson']]
Predicted Ans:    John Hurt
Predicted Path:   To Gillian on Her 37th Birthday --[written_by]--> David E. Kelley --[(INV) written_by]--> From the Hip --[starred_actors]--> John Hurt
Path (Raw):       To Gillian on Her 37th Birthday --[written_by]--> David E. Kelley --[(INV) written_by]--> From the Hip --[starred_actors]--> John Hurt
Neg LogProb(↓):   0.349526
Path Entropy(↓):  0.794750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by bert v. royal were released in which years
Start Entity:     Bert V. Royal
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Bert V. Royal --[(INV) written_by]--> Easy A --[release_year]--> 2010
Path (Raw):       Bert V. Royal --[No Operation]--> Bert V. Royal --[(INV) written_by]--> Easy A --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote elevator to the gallows
Start Entity:     Elevator to the Gallows
Gold Answer:      [['Louis Malle']]
Predicted Ans:    Louis Malle
Predicted Path:   Elevator to the Gallows --[written_by]--> Louis Malle --[(INV) written_by]--> Elevator to the Gallows --[written_by]--> Louis Malle
Path (Raw):       Elevator to the Gallows --[written_by]--> Louis Malle --[(INV) written_by]--> Elevator to the Gallows --[written_by]--> Louis Malle
Neg LogProb(↓):   0.332810
Path Entropy(↓):  0.862562
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the director of are we done yet?
Start Entity:     Are We Done Yet?
Gold Answer:      [['Mike Epps', 'Eddie Murphy', 'Martin Lawrence', 'John Witherspoon', 'Ice Cube']]
Predicted Ans:    Ice Cube
Predicted Path:   Are We Done Yet? --[written_by]--> Hank Nelken --[(INV) written_by]--> Are We Done Yet? --[starred_actors]--> Ice Cube
Path (Raw):       Are We Done Yet? --[written_by]--> Hank Nelken --[(INV) written_by]--> Are We Done Yet? --[starred_actors]--> Ice Cube
Neg LogProb(↓):   0.344360
Path Entropy(↓):  0.603360
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films directed by jim cliffe
Start Entity:     Jim Cliffe
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Jim Cliffe --[(INV) directed_by]--> Donovan's Echo --[release_year]--> 2011
Path (Raw):       Jim Cliffe --[No Operation]--> Jim Cliffe --[(INV) directed_by]--> Donovan's Echo --[release_year]--> 2011
Neg LogProb(↓):   0.000320
Path Entropy(↓):  0.002893
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the films written by zoe lund
Start Entity:     Zoë Lund
Gold Answer:      [['Abel Ferrara']]
Predicted Ans:    Abel Ferrara
Predicted Path:   Zoë Lund --[(INV) written_by]--> Bad Lieutenant --[directed_by]--> Abel Ferrara
Path (Raw):       Zoë Lund --[No Operation]--> Zoë Lund --[(INV) written_by]--> Bad Lieutenant --[directed_by]--> Abel Ferrara
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the secret life of walter mitty fall under
Start Entity:     The Secret Life of Walter Mitty
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Secret Life of Walter Mitty --[written_by]--> Ken Englund --[(INV) written_by]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Path (Raw):       The Secret Life of Walter Mitty --[written_by]--> Ken Englund --[(INV) written_by]--> The Secret Life of Walter Mitty --[has_genre]--> Comedy
Neg LogProb(↓):   2.766247
Path Entropy(↓):  2.755653
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film gossip are written by who
Start Entity:     Gossip
Gold Answer:      [['David Zelag Goodman', 'Giovanni Rodriguez', 'Laura Pratt', 'Mora Stephens', 'James DeMonaco', 'J. Mills Goodloe', 'Troy Duffy', 'Richard Kelly', 'Nicholas Sparks', 'Hans Petter Moland', 'Andy Behrens', 'Will Fetters', 'Emily Giffin', 'Jeannie Long', 'Steven Brill', 'A.J. Kparr', 'Michele Alexander', 'Christian Alvart', 'Pete Fromm', 'Jim Thompson', 'Mohsin Hamid', 'Richard Matheson', 'Tony Piccirillo', 'Morgan J. Freeman', 'Andy Tennant', 'Bill Kelly', 'John Buffalo Mailer', 'Bryan Singer', 'Frank Miller', 'Zach Braff', 'Sean Anders', 'Rod Lurie', 'Gordon Williams', 'Lynn Varley', 'Greg DePaul', 'Casey Wilson', 'Zack Snyder', 'Sam Peckinpah', 'June Diane Raphael', 'Michael Begler', 'Jack Amiel']]
Predicted Ans:    Michele Alexander
Predicted Path:   Gossip --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[written_by]--> Michele Alexander
Path (Raw):       Gossip --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> How to Lose a Guy in 10 Days --[written_by]--> Michele Alexander
Neg LogProb(↓):   0.211065
Path Entropy(↓):  0.763657
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of you don't mess with the zohan
Start Entity:     You Don't Mess with the Zohan
Gold Answer:      [['Chris Farley', 'Nick Swardson', 'Bill Duke', 'Jon Heder', 'Jennifer Aniston', 'Steve Zahn', 'Jack Warden', 'Adam Sandler', 'Chris Rock', 'Kevin James', 'David Spade', 'Jason Biggs', 'Nicole Kidman', 'John Ritter', 'Rob Schneider', 'Martin Lawrence', 'Michael Oliver', 'Amanda Peet', 'Gilbert Gottfried', 'Robin Shou', 'Nathaniel Parker', 'Jack Black', 'Colm Feore', 'Nicollette Sheridan']]
Predicted Ans:    Adam Sandler
Predicted Path:   You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[starred_actors]--> Adam Sandler
Path (Raw):       You Don't Mess with the Zohan --[directed_by]--> Dennis Dugan --[(INV) directed_by]--> Jack and Jill --[starred_actors]--> Adam Sandler
Neg LogProb(↓):   0.377616
Path Entropy(↓):  0.741611
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed in cold blood
Start Entity:     In Cold Blood
Gold Answer:      [['1962', '1946', '1975', '1966', '1971', '1954', '1960', '1957', '1950', '1982', '1965', '1953', '1969', '1958', '1956', '1977']]
Predicted Ans:    1958
Predicted Path:   In Cold Blood --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Path (Raw):       In Cold Blood --[directed_by]--> Richard Brooks --[(INV) directed_by]--> Cat on a Hot Tin Roof --[release_year]--> 1958
Neg LogProb(↓):   0.616829
Path Entropy(↓):  1.741263
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share writers with the film johnny suede were in which genres
Start Entity:     Johnny Suede
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Johnny Suede --[written_by]--> Tom DiCillo --[(INV) written_by]--> Delirious --[has_genre]--> Comedy
Path (Raw):       Johnny Suede --[written_by]--> Tom DiCillo --[(INV) written_by]--> Delirious --[has_genre]--> Comedy
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000152
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film carnal knowledge
Start Entity:     Carnal Knowledge
Gold Answer:      [['Robert Wise', 'Aram Avakian', 'Don Medford', 'Tay Garnett', 'Mike Nichols', 'John Huston', 'Martin Scorsese', 'Bob Rafelson', 'John Milius', 'Jack Nicholson', 'Guy Green', 'Alexander Payne', 'Nicolas Roeg', 'Donald Petrie', 'Sean Penn', 'Roman Polanski', 'Stanley Kubrick', 'Henry Jaglom', 'James L. Brooks', 'Hal Ashby', 'Nancy Meyers', 'Andy Tennant', 'Danny DeVito', 'Richard Rush', 'George Miller', 'Sidney Lumet', 'Tim Burton', 'Peter Segal', 'Michelangelo Antonioni', 'Tony Richardson', 'Arthur Penn', 'Richard Brooks', 'Monte Hellman', 'Lewis Gilbert', 'Ralph Nelson', 'Rob Reiner', 'Alan J. Pakula']]
Predicted Ans:    Tay Garnett
Predicted Path:   Carnal Knowledge --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[directed_by]--> Tay Garnett
Path (Raw):       Carnal Knowledge --[starred_actors]--> Jack Nicholson --[(INV) starred_actors]--> The Postman Always Rings Twice --[directed_by]--> Tay Garnett
Neg LogProb(↓):   0.741864
Path Entropy(↓):  1.775118
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by charlie korsmo
Start Entity:     Charlie Korsmo
Gold Answer:      [['Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Charlie Korsmo --[(INV) starred_actors]--> Can't Hardly Wait --[has_genre]--> Comedy
Path (Raw):       Charlie Korsmo --[No Operation]--> Charlie Korsmo --[(INV) starred_actors]--> Can't Hardly Wait --[has_genre]--> Comedy
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by jeff maguire release
Start Entity:     Jeff Maguire
Gold Answer:      [['1993']]
Predicted Ans:    1993
Predicted Path:   Jeff Maguire --[(INV) written_by]--> In the Line of Fire --[release_year]--> 1993
Path (Raw):       Jeff Maguire --[No Operation]--> Jeff Maguire --[(INV) written_by]--> In the Line of Fire --[release_year]--> 1993
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by ian cheney
Start Entity:     Ian Cheney
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Ian Cheney --[(INV) starred_actors]--> King Corn --[release_year]--> 2007
Path (Raw):       Ian Cheney --[No Operation]--> Ian Cheney --[(INV) starred_actors]--> King Corn --[release_year]--> 2007
Neg LogProb(↓):   0.000038
Path Entropy(↓):  0.000428
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When was the movie prancer released
Start Entity:     Prancer
Gold Answer:      [['1989']]
Predicted Ans:    1989
Predicted Path:   Prancer --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Path (Raw):       Prancer --[release_year]--> 1989 --[(INV) release_year]--> Prancer --[release_year]--> 1989
Neg LogProb(↓):   3.127305
Path Entropy(↓):  4.299148
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film space milkshake starred which actors
Start Entity:     Space Milkshake
Gold Answer:      [['Billy Boyd', 'Kristin Kreuk', 'Amanda Tapping']]
Predicted Ans:    Kristin Kreuk
Predicted Path:   Space Milkshake --[starred_actors]--> Kristin Kreuk --[(INV) starred_actors]--> Space Milkshake --[starred_actors]--> Kristin Kreuk
Path (Raw):       Space Milkshake --[starred_actors]--> Kristin Kreuk --[(INV) starred_actors]--> Space Milkshake --[starred_actors]--> Kristin Kreuk
Neg LogProb(↓):   0.784001
Path Entropy(↓):  1.080938
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with paul f. edwards
Start Entity:     Paul F. Edwards
Gold Answer:      [['Nick Thiel']]
Predicted Ans:    Nick Thiel
Predicted Path:   Paul F. Edwards --[(INV) written_by]--> Fire Birds --[written_by]--> Nick Thiel
Path (Raw):       Paul F. Edwards --[No Operation]--> Paul F. Edwards --[(INV) written_by]--> Fire Birds --[written_by]--> Nick Thiel
Neg LogProb(↓):   0.007077
Path Entropy(↓):  0.041965
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by tomas lemarquis were in which languages
Start Entity:     Tómas Lemarquis
Gold Answer:      [['Icelandic']]
Predicted Ans:    Icelandic
Predicted Path:   Tómas Lemarquis --[(INV) starred_actors]--> Noi the Albino --[in_language]--> Icelandic
Path (Raw):       Tómas Lemarquis --[No Operation]--> Tómas Lemarquis --[(INV) starred_actors]--> Noi the Albino --[in_language]--> Icelandic
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films acted by martin landau
Start Entity:     Martin Landau
Gold Answer:      [['Bradley Battersby', 'John Irvin', 'Tim Burton', 'Greydon Clark', 'Robert Townsend', 'Mark Jonathan Harris', 'Barry Primus', 'Shane Acker', 'Robert Iscove', 'Steve Barron', 'Woody Allen']]
Predicted Ans:    Shane Acker
Predicted Path:   Martin Landau --[(INV) starred_actors]--> 9 --[directed_by]--> Shane Acker
Path (Raw):       Martin Landau --[No Operation]--> Martin Landau --[(INV) starred_actors]--> 9 --[directed_by]--> Shane Acker
Neg LogProb(↓):   0.956941
Path Entropy(↓):  1.465307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of the 10th victim
Start Entity:     The 10th Victim
Gold Answer:      [['The Blue Max', 'What?', 'Fun in Acapulco', 'She', 'Divorce Italian Style', 'Leo the Last', 'La Grande Bouffe', 'The Mountain of the Cannibal God', 'A Special Day', 'Bond Girls Are Forever', 'La Notte', 'Dark Eyes', 'Three Lives and Only One Death', 'Voyage to the Beginning of the World', 'Bye Bye Monkey', 'City of Women', 'Casanova 70', '4 for Texas', 'The Fifth Musketeer', 'Hatari!', 'The V.I.P.s', 'The Trial', '8½', 'Casino Royale', 'Yesterday, Today and Tomorrow', 'The Stranger', 'Ginger and Fred']]
Predicted Ans:    La Notte
Predicted Path:   The 10th Victim --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte
Path (Raw):       The 10th Victim --[No Operation]--> The 10th Victim --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte
Neg LogProb(↓):   0.749189
Path Entropy(↓):  1.645659
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie what lies beneath
Start Entity:     What Lies Beneath
Gold Answer:      [['horror', 'harrison ford', 'robert zemeckis', 'supernatural']]
Predicted Ans:    horror
Predicted Path:   What Lies Beneath --[has_tags]--> horror --[(INV) has_tags]--> Devour --[has_tags]--> horror
Path (Raw):       What Lies Beneath --[has_tags]--> horror --[(INV) has_tags]--> Devour --[has_tags]--> horror
Neg LogProb(↓):   0.605205
Path Entropy(↓):  0.776360
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share writers with the fountain fall under
Start Entity:     The Fountain
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Fountain --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[has_genre]--> Drama
Path (Raw):       The Fountain --[written_by]--> Darren Aronofsky --[(INV) written_by]--> The Fountain --[has_genre]--> Drama
Neg LogProb(↓):   0.200931
Path Entropy(↓):  0.521683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by marshall herskovitz
Start Entity:     Marshall Herskovitz
Gold Answer:      [['Dan McCall', 'Margaret Rosenthal', 'Steven Zaillian']]
Predicted Ans:    Edward Zwick
Predicted Path:   Marshall Herskovitz --[(INV) written_by]--> Special Bulletin --[written_by]--> Edward Zwick
Path (Raw):       Marshall Herskovitz --[No Operation]--> Marshall Herskovitz --[(INV) written_by]--> Special Bulletin --[written_by]--> Edward Zwick
Neg LogProb(↓):   0.099122
Path Entropy(↓):  0.343485
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the languages spoken in the films written by giorgio bassani
Start Entity:     Giorgio Bassani
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Giorgio Bassani --[(INV) written_by]--> The Garden of the Finzi-Continis --[in_language]--> Italian
Path (Raw):       Giorgio Bassani --[No Operation]--> Giorgio Bassani --[(INV) written_by]--> The Garden of the Finzi-Continis --[in_language]--> Italian
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by the writer of land of silence and darkness
Start Entity:     Land of Silence and Darkness
Gold Answer:      [['Eva Mattes', 'Roland Topor', 'Walter Steiner', 'Bruno S.', 'Juliane Koepcke', 'Klaus Kinski', 'Denis Reichle', 'Greg Kinnear', 'Toby Huss', 'Lotte Eisner', 'Reinhold Messner', 'Christian Bale', 'The Dalai Lama', 'Walter Ladengast', 'Isabelle Adjani', 'Alice Waters', 'Brad Dourif', 'Mark Wahlberg', 'Werner Herzog', 'Jouko Ahola', 'Max Raabe', 'Tim Roth', 'Anna Gourari', 'Dieter Plage', 'Graham Dorrington', 'Bruno Ganz']]
Predicted Ans:    Klaus Kinski
Predicted Path:   Land of Silence and Darkness --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Path (Raw):       Land of Silence and Darkness --[written_by]--> Werner Herzog --[(INV) written_by]--> Aguirre, the Wrath of God --[starred_actors]--> Klaus Kinski
Neg LogProb(↓):   0.903298
Path Entropy(↓):  1.753033
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by takako matsu were directed by who
Start Entity:     Takako Matsu
Gold Answer:      [['Shunji Iwai']]
Predicted Ans:    Shunji Iwai
Predicted Path:   Takako Matsu --[(INV) starred_actors]--> April Story --[directed_by]--> Shunji Iwai
Path (Raw):       Takako Matsu --[No Operation]--> Takako Matsu --[(INV) starred_actors]--> April Story --[directed_by]--> Shunji Iwai
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does the secret life of walter mitty fall under
Start Entity:     The Secret Life of Walter Mitty
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   The Secret Life of Walter Mitty --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       The Secret Life of Walter Mitty --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   4.425590
Path Entropy(↓):  5.936527
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of cabin fever also starred in which movies
Start Entity:     Cabin Fever
Gold Answer:      [['Grace']]
Predicted Ans:    Cabin Fever
Predicted Path:   Cabin Fever --[starred_actors]--> Jordan Ladd --[(INV) starred_actors]--> Cabin Fever
Path (Raw):       Cabin Fever --[starred_actors]--> Jordan Ladd --[No Operation]--> Jordan Ladd --[(INV) starred_actors]--> Cabin Fever
Neg LogProb(↓):   0.690730
Path Entropy(↓):  1.136114
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies directed by the the beyond director release
Start Entity:     The Beyond
Gold Answer:      [['1983', '1980', '1972', '1971', '1991', '1982', '1973', '1981', '1937']]
Predicted Ans:    1973
Predicted Path:   The Beyond --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> White Fang --[release_year]--> 1973
Path (Raw):       The Beyond --[directed_by]--> Lucio Fulci --[(INV) directed_by]--> White Fang --[release_year]--> 1973
Neg LogProb(↓):   0.558387
Path Entropy(↓):  1.456472
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by david munoz
Start Entity:     David Muñoz
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   David Muñoz --[(INV) written_by]--> The Devil's Backbone --[in_language]--> Spanish
Path (Raw):       David Muñoz --[No Operation]--> David Muñoz --[(INV) written_by]--> The Devil's Backbone --[in_language]--> Spanish
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of police academy
Start Entity:     Police Academy
Gold Answer:      [['Zeus and Roxanne', 'Masquerade', 'It Takes Two', 'The Big Green', 'Big Trouble in Little China', 'Above Suspicion', 'Split Second', 'Bad Medicine', 'Sex and the City 2', 'Short Circuit', "The Tiger's Tail", 'Mannequin', 'Sex and the City', 'The Bedroom Window', 'The Day After', 'Live Nude Girls', 'The Bonfire of the Vanities', "Rustlers' Rhapsody"]]
Predicted Ans:    Above Suspicion
Predicted Path:   Police Academy --[starred_actors]--> Kim Cattrall --[(INV) starred_actors]--> Above Suspicion
Path (Raw):       Police Academy --[starred_actors]--> Kim Cattrall --[No Operation]--> Kim Cattrall --[(INV) starred_actors]--> Above Suspicion
Neg LogProb(↓):   0.380318
Path Entropy(↓):  1.218116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by louisa may alcott
Start Entity:     louisa may alcott
Gold Answer:      [['Little Women']]
Predicted Ans:    Little Women
Predicted Path:   louisa may alcott --[(INV) has_tags]--> Little Women --[has_tags]--> louisa may alcott --[(INV) has_tags]--> Little Women
Path (Raw):       louisa may alcott --[(INV) has_tags]--> Little Women --[has_tags]--> louisa may alcott --[(INV) has_tags]--> Little Women
Neg LogProb(↓):   2.079446
Path Entropy(↓):  2.079499
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in wild target
Start Entity:     Wild Target
Gold Answer:      [['Kevin Grevioux', 'Dodie Smith', 'Sarah Smith', 'Heidi Thomas', 'Rian Johnson', 'Stephen Sondheim', 'Philip K. Dick', 'David Hare', 'Megan Holley', 'Stuart Beattie', 'Lauren Weisberger', 'Helen Cross', 'Pawel Pawlikowski', 'Michael Wynne', 'Julian Fellowes', 'Simon Beaufoy', 'Hiroshi Sakurazaka', 'Lynn Shelton', 'James Lapine', 'Nicholas Stoller', 'Jason Segel', 'Steve Kloves', 'Andrew Kevin Walker', 'Richard Curtis', 'Ann Turner', 'Paul Torday', 'David Self', 'Becky Johnston', 'George Nolfi']]
Predicted Ans:    Lauren Weisberger
Predicted Path:   Wild Target --[starred_actors]--> Emily Blunt --[(INV) starred_actors]--> The Devil Wears Prada --[written_by]--> Lauren Weisberger
Path (Raw):       Wild Target --[starred_actors]--> Emily Blunt --[(INV) starred_actors]--> The Devil Wears Prada --[written_by]--> Lauren Weisberger
Neg LogProb(↓):   0.110518
Path Entropy(↓):  0.460306
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote third person
Start Entity:     Third Person
Gold Answer:      [['Sport', 'Drama', 'War', 'Comedy', 'Action']]
Predicted Ans:    Drama
Predicted Path:   Third Person --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[has_genre]--> Drama
Path (Raw):       Third Person --[written_by]--> Paul Haggis --[(INV) written_by]--> The Last Kiss --[has_genre]--> Drama
Neg LogProb(↓):   1.388186
Path Entropy(↓):  1.764860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films for the writer of the caiman
Start Entity:     The Caiman
Gold Answer:      [['Nanni Moretti']]
Predicted Ans:    Nanni Moretti
Predicted Path:   The Caiman --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Caiman --[directed_by]--> Nanni Moretti
Path (Raw):       The Caiman --[written_by]--> Nanni Moretti --[(INV) written_by]--> The Caiman --[directed_by]--> Nanni Moretti
Neg LogProb(↓):   0.344522
Path Entropy(↓):  0.839586
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in wild is the wind
Start Entity:     Wild Is the Wind
Gold Answer:      [['Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Wild Is the Wind --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[has_genre]--> Drama
Path (Raw):       Wild Is the Wind --[starred_actors]--> Anthony Quinn --[(INV) starred_actors]--> Barabbas --[has_genre]--> Drama
Neg LogProb(↓):   1.273517
Path Entropy(↓):  2.080616
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies directed by william peter blatty fall under
Start Entity:     William Peter Blatty
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   William Peter Blatty --[(INV) directed_by]--> The Exorcist III --[has_genre]--> Horror
Path (Raw):       William Peter Blatty --[No Operation]--> William Peter Blatty --[(INV) directed_by]--> The Exorcist III --[has_genre]--> Horror
Neg LogProb(↓):   0.001159
Path Entropy(↓):  0.009924
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie from russia with love
Start Entity:     From Russia with Love
Gold Answer:      [['Jerry Zucker', 'Ronald Neame', 'Philip Kaufman', 'Edward Dmytryk', 'Peter Hyams', 'John Huston', 'John Milius', 'Irvin Kershner', 'Michael Bay', 'Joss Whedon', 'John Boorman', 'Martin Ritt', 'Gus Van Sant', 'Arne Glimcher', 'Russell Mulcahy', 'Terence Young', 'Terry Gilliam', 'Jon Amiel', 'Stephen Norrington', 'Mikhail Kalatozov', 'Steven Spielberg', 'Alfred Hitchcock', 'Sidney Lumet', 'Richard Lester', 'Fred Schepisi', 'Guy Hamilton', 'John McTiernan', 'Fred Zinnemann', 'Richard Brooks', 'Lewis Gilbert', 'Robert Stevenson', 'Brian De Palma']]
Predicted Ans:    John Boorman
Predicted Path:   From Russia with Love --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[directed_by]--> John Boorman
Path (Raw):       From Russia with Love --[starred_actors]--> Sean Connery --[(INV) starred_actors]--> Zardoz --[directed_by]--> John Boorman
Neg LogProb(↓):   0.407510
Path Entropy(↓):  1.182756
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of erich maria remarque
Start Entity:     Erich Maria Remarque
Gold Answer:      [['Edward E. Paramore Jr.', 'Lewis Milestone', 'F. Scott Fitzgerald']]
Predicted Ans:    Erich Maria Remarque
Predicted Path:   Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[written_by]--> Erich Maria Remarque
Path (Raw):       Erich Maria Remarque --[No Operation]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[written_by]--> Erich Maria Remarque
Neg LogProb(↓):   1.414885
Path Entropy(↓):  1.514944
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies directed by jonas alexander arnby were released in which years
Start Entity:     Jonas Alexander Arnby
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Jonas Alexander Arnby --[(INV) directed_by]--> When Animals Dream --[release_year]--> 2014
Path (Raw):       Jonas Alexander Arnby --[No Operation]--> Jonas Alexander Arnby --[(INV) directed_by]--> When Animals Dream --[release_year]--> 2014
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the films written by robyn davidson
Start Entity:     Robyn Davidson
Gold Answer:      [['John Curran']]
Predicted Ans:    John Curran
Predicted Path:   Robyn Davidson --[(INV) written_by]--> Tracks --[directed_by]--> John Curran
Path (Raw):       Robyn Davidson --[No Operation]--> Robyn Davidson --[(INV) written_by]--> Tracks --[directed_by]--> John Curran
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies acted by rutger hauer
Start Entity:     Rutger Hauer
Gold Answer:      [['Dutch', 'Japanese', 'German']]
Predicted Ans:    Japanese
Predicted Path:   Rutger Hauer --[(INV) starred_actors]--> Eureka --[in_language]--> Japanese
Path (Raw):       Rutger Hauer --[No Operation]--> Rutger Hauer --[(INV) starred_actors]--> Eureka --[in_language]--> Japanese
Neg LogProb(↓):   0.231408
Path Entropy(↓):  0.514072
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the dark at the top of the stairs were directed by who
Start Entity:     The Dark at the Top of the Stairs
Gold Answer:      [['Daniel Mann', 'John Frankenheimer', 'Elia Kazan', 'Joshua Logan']]
Predicted Ans:    Joshua Logan
Predicted Path:   The Dark at the Top of the Stairs --[written_by]--> William Inge --[(INV) written_by]--> Picnic --[directed_by]--> Joshua Logan
Path (Raw):       The Dark at the Top of the Stairs --[written_by]--> William Inge --[(INV) written_by]--> Picnic --[directed_by]--> Joshua Logan
Neg LogProb(↓):   0.228120
Path Entropy(↓):  0.674941
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did a. carter goodloe write the story for
Start Entity:     A. Carter Goodloe
Gold Answer:      [['I Live My Life']]
Predicted Ans:    I Live My Life
Predicted Path:   A. Carter Goodloe --[(INV) written_by]--> I Live My Life --[written_by]--> A. Carter Goodloe --[(INV) written_by]--> I Live My Life
Path (Raw):       A. Carter Goodloe --[(INV) written_by]--> I Live My Life --[written_by]--> A. Carter Goodloe --[(INV) written_by]--> I Live My Life
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did paul panzer star in
Start Entity:     Paul Panzer
Gold Answer:      [['The Perils of Pauline']]
Predicted Ans:    The Perils of Pauline
Predicted Path:   Paul Panzer --[(INV) starred_actors]--> The Perils of Pauline --[starred_actors]--> Paul Panzer --[(INV) starred_actors]--> The Perils of Pauline
Path (Raw):       Paul Panzer --[(INV) starred_actors]--> The Perils of Pauline --[starred_actors]--> Paul Panzer --[(INV) starred_actors]--> The Perils of Pauline
Neg LogProb(↓):   0.011247
Path Entropy(↓):  0.063444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Evelyn prentice, when was it released
Start Entity:     Evelyn Prentice
Gold Answer:      [['1934']]
Predicted Ans:    1934
Predicted Path:   Evelyn Prentice --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Path (Raw):       Evelyn Prentice --[release_year]--> 1934 --[(INV) release_year]--> Charlie Chan in London --[release_year]--> 1934
Neg LogProb(↓):   1.371012
Path Entropy(↓):  2.257073
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film the whole ten yards
Start Entity:     The Whole Ten Yards
Gold Answer:      [['Mark Steven Johnson', 'Ron Cutler', 'John Hughes']]
Predicted Ans:    John Hughes
Predicted Path:   The Whole Ten Yards --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful --[written_by]--> John Hughes
Path (Raw):       The Whole Ten Yards --[directed_by]--> Howard Deutch --[(INV) directed_by]--> Some Kind of Wonderful --[written_by]--> John Hughes
Neg LogProb(↓):   0.118846
Path Entropy(↓):  0.447656
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by the director of creature from the haunted sea starred who
Start Entity:     Creature from the Haunted Sea
Gold Answer:      [['Bruce Dern', 'Peter Graves', 'Elizabeth Shepherd', 'William Shatner', 'Sally Fraser', 'John Cusack', 'Peter Fonda', 'Claudia Jennings', 'Mel Welles', 'Dick Miller', 'Jonathan Haze', 'Jackie Joseph', 'Bela Lugosi', 'Alice Eve', 'Luke Evans', 'Pamela Duncan', 'Richard Garland', 'Allison Hayes', 'Val Dufour', 'Jason Robards', 'Nancy Sinatra', 'Don Stroud', 'Brendan Gleeson', 'Glenn Ford', 'Lee Van Cleef', 'Ralph Meeker', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Susan Cabot', 'Shelley Winters', 'Boris Karloff', 'Diane Ladd', 'Charles Bronson', 'David Carradine', 'Lon Chaney Jr.', 'Debra Paget', 'Beverly Garland', 'George Segal', 'John Phillip Law', 'Inger Stevens', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Vincent Price
Predicted Path:   Creature from the Haunted Sea --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace --[starred_actors]--> Vincent Price
Path (Raw):       Creature from the Haunted Sea --[directed_by]--> Roger Corman --[(INV) directed_by]--> The Haunted Palace --[starred_actors]--> Vincent Price
Neg LogProb(↓):   1.259139
Path Entropy(↓):  1.491405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film blood alley were in which languages
Start Entity:     Blood Alley
Gold Answer:      [['French', 'Swahili', 'Irish']]
Predicted Ans:    Irish
Predicted Path:   Blood Alley --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Path (Raw):       Blood Alley --[starred_actors]--> John Wayne --[(INV) starred_actors]--> The Quiet Man --[in_language]--> Irish
Neg LogProb(↓):   0.017736
Path Entropy(↓):  0.121117
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films does rita russek appear in
Start Entity:     Rita Russek
Gold Answer:      [['From the Life of the Marionettes']]
Predicted Ans:    From the Life of the Marionettes
Predicted Path:   Rita Russek --[(INV) starred_actors]--> From the Life of the Marionettes --[starred_actors]--> Rita Russek --[(INV) starred_actors]--> From the Life of the Marionettes
Path (Raw):       Rita Russek --[(INV) starred_actors]--> From the Life of the Marionettes --[starred_actors]--> Rita Russek --[(INV) starred_actors]--> From the Life of the Marionettes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie the unholy wife were in which languages
Start Entity:     The Unholy Wife
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Unholy Wife --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[in_language]--> Japanese
Path (Raw):       The Unholy Wife --[directed_by]--> John Farrow --[(INV) directed_by]--> Wake Island --[in_language]--> Japanese
Neg LogProb(↓):   0.000586
Path Entropy(↓):  0.005191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by disorganized crime writers release
Start Entity:     Disorganized Crime
Gold Answer:      [['1995', '1997', '2004', '1985', '1987', '1986']]
Predicted Ans:    1995
Predicted Path:   Disorganized Crime --[written_by]--> Jim Kouf --[(INV) written_by]--> Operation Dumbo Drop --[release_year]--> 1995
Path (Raw):       Disorganized Crime --[written_by]--> Jim Kouf --[(INV) written_by]--> Operation Dumbo Drop --[release_year]--> 1995
Neg LogProb(↓):   0.150441
Path Entropy(↓):  0.521966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of the cutting edge
Start Entity:     The Cutting Edge
Gold Answer:      [['Band of the Hand', 'The Running Man', 'The Air Up There']]
Predicted Ans:    The Air Up There
Predicted Path:   The Cutting Edge --[directed_by]--> Paul Michael Glaser --[(INV) directed_by]--> The Air Up There
Path (Raw):       The Cutting Edge --[directed_by]--> Paul Michael Glaser --[(INV) directed_by]--> The Air Up There --[No Operation]--> The Air Up There
Neg LogProb(↓):   0.179278
Path Entropy(↓):  0.474821
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote films with gibson frazier
Start Entity:     Gibson Frazier
Gold Answer:      [['Adam Abraham']]
Predicted Ans:    Adam Abraham
Predicted Path:   Gibson Frazier --[(INV) written_by]--> Man of the Century --[written_by]--> Adam Abraham
Path (Raw):       Gibson Frazier --[No Operation]--> Gibson Frazier --[(INV) written_by]--> Man of the Century --[written_by]--> Adam Abraham
Neg LogProb(↓):   0.067474
Path Entropy(↓):  0.241171
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with the poseidon adventure fall under
Start Entity:     The Poseidon Adventure
Gold Answer:      [['Sport', 'Western', 'Musical', 'Drama', 'War', 'Crime', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Western
Predicted Path:   The Poseidon Adventure --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> Jubal --[has_genre]--> Western
Path (Raw):       The Poseidon Adventure --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> Jubal --[has_genre]--> Western
Neg LogProb(↓):   1.737124
Path Entropy(↓):  2.380237
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did errol morris write
Start Entity:     Errol Morris
Gold Answer:      [['The Unknown Known', 'The Thin Blue Line']]
Predicted Ans:    The Unknown Known
Predicted Path:   Errol Morris --[(INV) written_by]--> The Unknown Known --[written_by]--> Errol Morris --[(INV) written_by]--> The Unknown Known
Path (Raw):       Errol Morris --[(INV) written_by]--> The Unknown Known --[written_by]--> Errol Morris --[(INV) written_by]--> The Unknown Known
Neg LogProb(↓):   0.000018
Path Entropy(↓):  0.000216
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie parade were released in which years
Start Entity:     Parade
Gold Answer:      [['1971', '2010', '2006', '1967', '1958']]
Predicted Ans:    2010
Predicted Path:   Parade --[written_by]--> Jacques Tati --[(INV) written_by]--> The Illusionist --[release_year]--> 2010
Path (Raw):       Parade --[written_by]--> Jacques Tati --[(INV) written_by]--> The Illusionist --[release_year]--> 2010
Neg LogProb(↓):   0.397815
Path Entropy(↓):  1.183827
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed alien nation
Start Entity:     Alien Nation
Gold Answer:      [['English', 'Old English']]
Predicted Ans:    English
Predicted Path:   Alien Nation --[directed_by]--> Graham Baker --[(INV) directed_by]--> Beowulf --[in_language]--> English
Path (Raw):       Alien Nation --[directed_by]--> Graham Baker --[(INV) directed_by]--> Beowulf --[in_language]--> English
Neg LogProb(↓):   0.733417
Path Entropy(↓):  0.832156
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of charles nelson reilly
Start Entity:     Charles Nelson Reilly
Gold Answer:      [['Paul Linke']]
Predicted Ans:    Don Bluth
Predicted Path:   Charles Nelson Reilly --[(INV) starred_actors]--> A Troll in Central Park --[written_by]--> Don Bluth
Path (Raw):       Charles Nelson Reilly --[No Operation]--> Charles Nelson Reilly --[(INV) starred_actors]--> A Troll in Central Park --[written_by]--> Don Bluth
Neg LogProb(↓):   0.008009
Path Entropy(↓):  0.051943
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What types are the films directed by the director of old gringo
Start Entity:     Old Gringo
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   Old Gringo --[directed_by]--> Luis Puenzo --[(INV) directed_by]--> The Official Story --[has_genre]--> Drama
Path (Raw):       Old Gringo --[directed_by]--> Luis Puenzo --[(INV) directed_by]--> The Official Story --[has_genre]--> Drama
Neg LogProb(↓):   0.012314
Path Entropy(↓):  0.066066
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What topics is the rabbi's cat about
Start Entity:     The Rabbi's Cat
Gold Answer:      [['algeria']]
Predicted Ans:    monks
Predicted Path:   The Rabbi's Cat --[has_tags]--> algeria --[(INV) has_tags]--> Of Gods and Men --[has_tags]--> monks
Path (Raw):       The Rabbi's Cat --[has_tags]--> algeria --[(INV) has_tags]--> Of Gods and Men --[has_tags]--> monks
Neg LogProb(↓):   0.187140
Path Entropy(↓):  0.616291
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What movies can be described with ron clements
Start Entity:     ron clements
Gold Answer:      [['Aladdin', 'The Little Mermaid', 'Hercules', 'The Princess and the Frog', 'The Great Mouse Detective', 'Treasure Planet']]
Predicted Ans:    Hercules
Predicted Path:   ron clements --[(INV) has_tags]--> Hercules --[has_tags]--> dwayne johnson --[(INV) has_tags]--> Hercules
Path (Raw):       ron clements --[(INV) has_tags]--> Hercules --[has_tags]--> dwayne johnson --[(INV) has_tags]--> Hercules
Neg LogProb(↓):   0.010575
Path Entropy(↓):  0.058548
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies can be described by bad
Start Entity:     bad
Gold Answer:      [['A Fistful of Dollars', 'Houseguest', "Dude, Where's My Car?"]]
Predicted Ans:    The 41-Year-Old Virgin Who Knocked Up Sarah Marshall and Felt Superbad About It
Predicted Path:   bad --[(INV) has_imdb_rating]--> The 41-Year-Old Virgin Who Knocked Up Sarah Marshall and Felt Superbad About It --[has_imdb_rating]--> bad --[(INV) has_imdb_rating]--> The 41-Year-Old Virgin Who Knocked Up Sarah Marshall and Felt Superbad About It
Path (Raw):       bad --[(INV) has_imdb_rating]--> The 41-Year-Old Virgin Who Knocked Up Sarah Marshall and Felt Superbad About It --[has_imdb_rating]--> bad --[(INV) has_imdb_rating]--> The 41-Year-Old Virgin Who Knocked Up Sarah Marshall and Felt Superbad About It
Neg LogProb(↓):   0.000050
Path Entropy(↓):  0.000599
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What is the genre of fish tank
Start Entity:     Fish Tank
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Fish Tank --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Path (Raw):       Fish Tank --[has_genre]--> Drama --[(INV) has_genre]--> The Country Teacher --[has_genre]--> Drama
Neg LogProb(↓):   3.138748
Path Entropy(↓):  4.391059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie snake eyes released
Start Entity:     Snake Eyes
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Snake Eyes --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       Snake Eyes --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   2.465219
Path Entropy(↓):  3.909738
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie rough magic are directed by who
Start Entity:     Rough Magic
Gold Answer:      [['RZA', 'Brett Leonard', 'Chris Nahon', 'Kevin Dowling', 'Geoff Burton', 'Richard Eyre', 'Aaron Kim Johnston', 'John Polson', 'Paul Haggis', 'Michael Mann', 'Taylor Hackford', 'Mike Leigh', 'Martin Scorsese', 'Dwight Yoakam', 'Sarah Smith', 'Paul Marcus', 'Quentin Tarantino', 'Warwick Ross', 'John Badham', 'Ron Howard', 'John Madden', 'Barry Cook', 'David Roach', 'Claude Lelouch', 'Henry Selick', 'Jocelyn Moorhouse', 'Bille August', 'Harold Becker', 'Rowdy Herrington', 'Alan Parker', 'Ridley Scott', 'Raymond Bernard', 'Phyllida Lloyd', 'Sam Raimi', 'Laurence Olivier', 'Kevin Macdonald', 'Curtis Hanson', 'David Wu', 'Cameron Crowe', 'Tom Hooper', 'John Tatoulis', 'Allen Hughes', 'Russell Crowe', 'Darren Aronofsky', 'Robert Day', 'Steve Miner', 'Barbet Schroeder', 'Terry Zwigoff', 'Geoffrey Wright', 'Bruce Beresford', 'Richard Boleslawski']]
Predicted Ans:    Michael Mann
Predicted Path:   Rough Magic --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Path (Raw):       Rough Magic --[starred_actors]--> Russell Crowe --[(INV) starred_actors]--> The Insider --[directed_by]--> Michael Mann
Neg LogProb(↓):   0.842187
Path Entropy(↓):  1.440471
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of easier with practice
Start Entity:     Easier with Practice
Gold Answer:      [['Kyle Patrick Alvarez']]
Predicted Ans:    Kyle Patrick Alvarez
Predicted Path:   Easier with Practice --[directed_by]--> Kyle Patrick Alvarez --[(INV) directed_by]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Path (Raw):       Easier with Practice --[directed_by]--> Kyle Patrick Alvarez --[(INV) directed_by]--> Easier with Practice --[directed_by]--> Kyle Patrick Alvarez
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000490
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the the miracle worker director release
Start Entity:     The Miracle Worker
Gold Answer:      [['1976', '1970', '1975', '1966', '1987', '1996', '1985', '1994', '1967', '1965', '1981', '1969', '1958', '2013', '2007']]
Predicted Ans:    1996
Predicted Path:   The Miracle Worker --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[release_year]--> 1996
Path (Raw):       The Miracle Worker --[directed_by]--> Arthur Penn --[(INV) directed_by]--> Inside --[release_year]--> 1996
Neg LogProb(↓):   1.613749
Path Entropy(↓):  2.758260
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie atm were released in which years
Start Entity:     ATM
Gold Answer:      [['1963', '2009', '2008', '2010', '2006', '1935', '2012', '2011', '1984', '2013']]
Predicted Ans:    2012
Predicted Path:   ATM --[starred_actors]--> Josh Peck --[(INV) starred_actors]--> Red Dawn --[release_year]--> 2012
Path (Raw):       ATM --[starred_actors]--> Josh Peck --[(INV) starred_actors]--> Red Dawn --[release_year]--> 2012
Neg LogProb(↓):   0.675616
Path Entropy(↓):  0.974922
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by sonny bono
Start Entity:     Sonny Bono
Gold Answer:      [['Musical', 'Music', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Sonny Bono --[(INV) starred_actors]--> Hairspray --[has_genre]--> Comedy
Path (Raw):       Sonny Bono --[No Operation]--> Sonny Bono --[(INV) starred_actors]--> Hairspray --[has_genre]--> Comedy
Neg LogProb(↓):   0.693593
Path Entropy(↓):  0.697310
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote in the house
Start Entity:     In the House
Gold Answer:      [['1998', '2000', '2009', '2003', '2005', '2010', '2004', '1999', '2002', '2014']]
Predicted Ans:    2002
Predicted Path:   In the House --[written_by]--> François Ozon --[(INV) written_by]--> 8 Women --[release_year]--> 2002
Path (Raw):       In the House --[written_by]--> François Ozon --[(INV) written_by]--> 8 Women --[release_year]--> 2002
Neg LogProb(↓):   0.055737
Path Entropy(↓):  0.269623
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share screenwriters with the movie promise me this
Start Entity:     Promise Me This
Gold Answer:      [['1995', '1998', '1988', '1981']]
Predicted Ans:    1995
Predicted Path:   Promise Me This --[written_by]--> Emir Kusturica --[(INV) written_by]--> Underground --[release_year]--> 1995
Path (Raw):       Promise Me This --[written_by]--> Emir Kusturica --[(INV) written_by]--> Underground --[release_year]--> 1995
Neg LogProb(↓):   0.293786
Path Entropy(↓):  0.795171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of drunken tai chi
Start Entity:     Drunken Tai Chi
Gold Answer:      [['Flash Point', 'Painted Skin', 'An Empress and the Warriors', 'Dragon', 'The Monkey King', 'Iceman', 'Seven Swords', '14 Blades', 'Ip Man 2', 'Ip Man', 'Iron Monkey']]
Predicted Ans:    Iceman
Predicted Path:   Drunken Tai Chi --[starred_actors]--> Donnie Yen --[(INV) starred_actors]--> Iceman
Path (Raw):       Drunken Tai Chi --[starred_actors]--> Donnie Yen --[No Operation]--> Donnie Yen --[(INV) starred_actors]--> Iceman
Neg LogProb(↓):   0.012784
Path Entropy(↓):  0.079667
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by r. j. minney in
Start Entity:     R.J. Minney
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   R.J. Minney --[(INV) written_by]--> Carve Her Name with Pride --[has_genre]--> Drama
Path (Raw):       R.J. Minney --[No Operation]--> R.J. Minney --[(INV) written_by]--> Carve Her Name with Pride --[has_genre]--> Drama
Neg LogProb(↓):   0.008262
Path Entropy(↓):  0.047692
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the great race
Start Entity:     The Great Race
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   The Great Race --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       The Great Race --[directed_by]--> Blake Edwards --[(INV) directed_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.000087
Path Entropy(↓):  0.001003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed two little boys
Start Entity:     Two Little Boys
Gold Answer:      [['Robert Sarkies']]
Predicted Ans:    Dennis Hopper
Predicted Path:   Two Little Boys --[directed_by]--> Robert Sarkies --[(INV) directed_by]--> Out of the Blue --[directed_by]--> Dennis Hopper
Path (Raw):       Two Little Boys --[directed_by]--> Robert Sarkies --[(INV) directed_by]--> Out of the Blue --[directed_by]--> Dennis Hopper
Neg LogProb(↓):   0.342039
Path Entropy(↓):  0.638680
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does yoshihiro nishimura star in
Start Entity:     Yoshihiro Nishimura
Gold Answer:      [['RoboGeisha']]
Predicted Ans:    RoboGeisha
Predicted Path:   Yoshihiro Nishimura --[(INV) starred_actors]--> RoboGeisha --[starred_actors]--> Yoshihiro Nishimura --[(INV) starred_actors]--> RoboGeisha
Path (Raw):       Yoshihiro Nishimura --[(INV) starred_actors]--> RoboGeisha --[starred_actors]--> Yoshihiro Nishimura --[(INV) starred_actors]--> RoboGeisha
Neg LogProb(↓):   0.087768
Path Entropy(↓):  0.288495
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by steve bisley
Start Entity:     Steve Bisley
Gold Answer:      [['Patrick Hughes']]
Predicted Ans:    Patrick Hughes
Predicted Path:   Steve Bisley --[(INV) starred_actors]--> Red Hill --[directed_by]--> Patrick Hughes
Path (Raw):       Steve Bisley --[No Operation]--> Steve Bisley --[(INV) starred_actors]--> Red Hill --[directed_by]--> Patrick Hughes
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films written by jules eckert goodman
Start Entity:     Jules Eckert Goodman
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jules Eckert Goodman --[(INV) written_by]--> The Man Who Played God --[has_genre]--> Drama
Path (Raw):       Jules Eckert Goodman --[No Operation]--> Jules Eckert Goodman --[(INV) written_by]--> The Man Who Played God --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor martin freeman acted together with who
Start Entity:     Martin Freeman
Gold Answer:      [['Emily Holmes', 'Ashley Jensen', 'Eva Birthistle', 'Jodhi May', 'Danny Dyer', 'Corey Johnson', 'Velibor Topic']]
Predicted Ans:    Danny Dyer
Predicted Path:   Martin Freeman --[(INV) starred_actors]--> The All Together --[starred_actors]--> Danny Dyer
Path (Raw):       Martin Freeman --[No Operation]--> Martin Freeman --[(INV) starred_actors]--> The All Together --[starred_actors]--> Danny Dyer
Neg LogProb(↓):   0.689032
Path Entropy(↓):  1.011701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the director david atkins
Start Entity:     David Atkins
Gold Answer:      [['Lynne Thigpen', 'Steve Martin', 'Laura Dern']]
Predicted Ans:    Steve Martin
Predicted Path:   David Atkins --[(INV) directed_by]--> Novocaine --[starred_actors]--> Steve Martin
Path (Raw):       David Atkins --[No Operation]--> David Atkins --[(INV) directed_by]--> Novocaine --[starred_actors]--> Steve Martin
Neg LogProb(↓):   0.000226
Path Entropy(↓):  0.002129
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Lamont johnson was the director of which films
Start Entity:     Lamont Johnson
Gold Answer:      [['Lipstick', 'One on One', 'The Groundstar Conspiracy', 'That Certain Summer', 'The Last American Hero']]
Predicted Ans:    The Last American Hero
Predicted Path:   Lamont Johnson --[(INV) directed_by]--> The Last American Hero --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> The Last American Hero
Path (Raw):       Lamont Johnson --[(INV) directed_by]--> The Last American Hero --[directed_by]--> Lamont Johnson --[(INV) directed_by]--> The Last American Hero
Neg LogProb(↓):   0.856157
Path Entropy(↓):  1.830621
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by benjamin christensen
Start Entity:     Benjamin Christensen
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Benjamin Christensen --[(INV) directed_by]--> The Mysterious X --[has_genre]--> Drama
Path (Raw):       Benjamin Christensen --[No Operation]--> Benjamin Christensen --[(INV) directed_by]--> The Mysterious X --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre does another year fall under
Start Entity:     Another Year
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Another Year --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Another Year --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.486837
Path Entropy(↓):  4.628431
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film maurice
Start Entity:     Maurice
Gold Answer:      [['Edmund Goulding', 'Eric Styles', 'Mike Newell', 'Penny Panayotopoulou', 'John Byrum', 'Marc Lawrence', 'Woody Allen', 'John Landis', 'Nicolas Roeg', 'David Beaird', 'Roman Polanski', 'Philip Goodhew', 'Peter Sykes', 'Richard Spence', 'John Duigan', 'Christian Duguay', 'Ken Russell', 'Charles Sturridge', 'James Lapine', 'Roger Michell', 'Steven Spielberg', 'Charles Frend', 'Peter Duffell', 'Kelly Makin', 'Chris Columbus', 'Chris Weitz', 'Paul Weitz']]
Predicted Ans:    Roman Polanski
Predicted Path:   Maurice --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[directed_by]--> Roman Polanski
Path (Raw):       Maurice --[starred_actors]--> Hugh Grant --[(INV) starred_actors]--> Bitter Moon --[directed_by]--> Roman Polanski
Neg LogProb(↓):   0.179335
Path Entropy(↓):  0.700035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director of the sisterhood of the traveling pants
Start Entity:     The Sisterhood of the Traveling Pants
Gold Answer:      [['Mary Steenburgen', 'Carla Gallo', 'Fran Drescher', 'Azura Skye', 'Eric Lloyd', 'Robert Redford', 'Jason Alexander', 'Mandy Moore', 'Nick Offerman', 'Tom Everett Scott', 'Kristen Schaal', 'John Krasinski', 'Robin Williams', 'Rupert Everett', 'Faye Dunaway', 'Timothy Dalton']]
Predicted Ans:    Tom Everett Scott
Predicted Path:   The Sisterhood of the Traveling Pants --[directed_by]--> Ken Kwapis --[(INV) directed_by]--> Sexual Life --[starred_actors]--> Tom Everett Scott
Path (Raw):       The Sisterhood of the Traveling Pants --[directed_by]--> Ken Kwapis --[(INV) directed_by]--> Sexual Life --[starred_actors]--> Tom Everett Scott
Neg LogProb(↓):   0.443642
Path Entropy(↓):  0.934841
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie mystery of the 13th guest were in which languages
Start Entity:     Mystery of the 13th Guest
Gold Answer:      [['English']]
Predicted Ans:    1945
Predicted Path:   Mystery of the 13th Guest --[directed_by]--> William Beaudine --[(INV) directed_by]--> Adventures of Kitty O'Day --[release_year]--> 1945
Path (Raw):       Mystery of the 13th Guest --[directed_by]--> William Beaudine --[(INV) directed_by]--> Adventures of Kitty O'Day --[release_year]--> 1945
Neg LogProb(↓):   0.010275
Path Entropy(↓):  0.067405
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What was the release year of the movie the breed
Start Entity:     The Breed
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   The Breed --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       The Breed --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.918509
Path Entropy(↓):  4.603936
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the unearthly actors
Start Entity:     The Unearthly
Gold Answer:      [['Western', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   The Unearthly --[starred_actors]--> John Carradine --[(INV) starred_actors]--> Bluebeard --[has_genre]--> Horror
Path (Raw):       The Unearthly --[starred_actors]--> John Carradine --[(INV) starred_actors]--> Bluebeard --[has_genre]--> Horror
Neg LogProb(↓):   0.736480
Path Entropy(↓):  1.802927
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of olivier, olivier
Start Entity:     Olivier, Olivier
Gold Answer:      [['1995', '1988', '1949', '1997', '1990', '1993', '2006', '1999', '2011']]
Predicted Ans:    2011
Predicted Path:   Olivier, Olivier --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Path (Raw):       Olivier, Olivier --[directed_by]--> Agnieszka Holland --[(INV) directed_by]--> In Darkness --[release_year]--> 2011
Neg LogProb(↓):   0.536310
Path Entropy(↓):  1.252897
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie did michael holroyd write
Start Entity:     Michael Holroyd
Gold Answer:      [['Carrington']]
Predicted Ans:    Carrington
Predicted Path:   Michael Holroyd --[(INV) written_by]--> Carrington --[written_by]--> Michael Holroyd --[(INV) written_by]--> Carrington
Path (Raw):       Michael Holroyd --[(INV) written_by]--> Carrington --[written_by]--> Michael Holroyd --[(INV) written_by]--> Carrington
Neg LogProb(↓):   0.060656
Path Entropy(↓):  0.223799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of queen of outer space
Start Entity:     Queen of Outer Space
Gold Answer:      [['1970', '2003', '1974', '1939', '1933', '1957', '2004', '1947', '1932', '1931', '1995', '1990', '1940', '1942', '2011', '1962', '1934', '1964', '1949', '1950', '1952', '1929', '1945', '1937']]
Predicted Ans:    1957
Predicted Path:   Queen of Outer Space --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[release_year]--> 1957
Path (Raw):       Queen of Outer Space --[written_by]--> Ben Hecht --[(INV) written_by]--> A Farewell to Arms --[release_year]--> 1957
Neg LogProb(↓):   2.203934
Path Entropy(↓):  3.488348
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies for the writer of looking for mr. goodbar
Start Entity:     Looking for Mr. Goodbar
Gold Answer:      [['Edward Dmytryk', 'John Huston', 'Richard Brooks', 'Ingmar Bergman', 'Jules Dassin']]
Predicted Ans:    Richard Brooks
Predicted Path:   Looking for Mr. Goodbar --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[directed_by]--> Richard Brooks
Path (Raw):       Looking for Mr. Goodbar --[written_by]--> Richard Brooks --[(INV) written_by]--> Wrong Is Right --[directed_by]--> Richard Brooks
Neg LogProb(↓):   0.116653
Path Entropy(↓):  0.445463
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films written by crosbie garstin released
Start Entity:     Crosbie Garstin
Gold Answer:      [['1935']]
Predicted Ans:    1935
Predicted Path:   Crosbie Garstin --[(INV) written_by]--> China Seas --[release_year]--> 1935
Path (Raw):       Crosbie Garstin --[No Operation]--> Crosbie Garstin --[(INV) written_by]--> China Seas --[release_year]--> 1935
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for the movie desert hearts
Start Entity:     Desert Hearts
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Desert Hearts --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Desert Hearts --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.480236
Path Entropy(↓):  4.630337
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films starred by brian dennehy
Start Entity:     Brian Dennehy
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Action', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[has_genre]--> Comedy
Path (Raw):       Brian Dennehy --[No Operation]--> Brian Dennehy --[(INV) starred_actors]--> Ratatouille --[has_genre]--> Comedy
Neg LogProb(↓):   0.651771
Path Entropy(↓):  0.892652
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie wild
Start Entity:     Wild
Gold Answer:      [['Sara Gruen', 'Karen McCullah', 'Kirsten Smith', 'Stephenie Meyer', 'Christopher Crowe', 'Tom Perrotta', 'Matthew Bright', 'James Mangold', 'Alexander Payne', 'Laurens Van der Post', 'James L. Brooks', 'Richard LaGravenese', "Rockne S. O'Bannon", 'Andrew Wellman', 'Jefery Levy', 'Paul Harris Boardman', 'Gill Dennis', 'Richard Russo', 'Robert Benton', 'Mara Leveritt', 'Johnny Cash', 'Choderlos de Laclos', 'Jeff Nichols', 'Amanda Brown', 'Melissa Rosenberg', 'Jim Taylor', 'Gary Ross', 'Margaret Nagle']]
Predicted Ans:    Jim Taylor
Predicted Path:   Wild --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[written_by]--> Jim Taylor
Path (Raw):       Wild --[starred_actors]--> Reese Witherspoon --[(INV) starred_actors]--> Election --[written_by]--> Jim Taylor
Neg LogProb(↓):   0.464064
Path Entropy(↓):  1.197044
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote julius caesar
Start Entity:     Julius Caesar
Gold Answer:      [['Romance', 'Documentary', 'Musical', 'Drama', 'Fantasy', 'Comedy', 'History', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Julius Caesar --[written_by]--> William Shakespeare --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Path (Raw):       Julius Caesar --[written_by]--> William Shakespeare --[(INV) written_by]--> Romeo and Juliet --[has_genre]--> Drama
Neg LogProb(↓):   3.698969
Path Entropy(↓):  3.138245
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie dr. dolittle 2
Start Entity:     Dr. Dolittle 2
Gold Answer:      [['Walter Hill', 'Steve Martin', 'Andrew Adamson', 'Conrad Vernon', 'Larry Gross', 'Geoff Rodkey', 'David Sheffield', 'Eddie Murphy', 'Steven E. de Souza', 'Jerry Lewis', 'Barry W. Blaustein', 'Roger Spottiswoode', 'Jeff Nathanson', 'Bill Collage', 'Adam Cooper', 'Bill Condon', 'Vernon Lynch', 'Ted Griffin', 'Gary Trousdale', 'Bill Richmond', 'Bill Corbett', 'Rob Greenberg', 'David Berenbaum', 'William Steig', 'Tom Eyen']]
Predicted Ans:    Walter Hill
Predicted Path:   Dr. Dolittle 2 --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Path (Raw):       Dr. Dolittle 2 --[starred_actors]--> Eddie Murphy --[(INV) starred_actors]--> Another 48 Hrs. --[written_by]--> Walter Hill
Neg LogProb(↓):   1.319935
Path Entropy(↓):  2.007614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Robert klane was the director on which movies
Start Entity:     Robert Klane
Gold Answer:      [["Thank God It's Friday"]]
Predicted Ans:    Thank God It's Friday
Predicted Path:   Robert Klane --[(INV) directed_by]--> Thank God It's Friday --[directed_by]--> Robert Klane --[(INV) directed_by]--> Thank God It's Friday
Path (Raw):       Robert Klane --[(INV) directed_by]--> Thank God It's Friday --[directed_by]--> Robert Klane --[(INV) directed_by]--> Thank God It's Friday
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was the writer of the film for colored girls
Start Entity:     For Colored Girls
Gold Answer:      [['Ntozake Shange', 'Tyler Perry']]
Predicted Ans:    Tyler Perry
Predicted Path:   For Colored Girls --[written_by]--> Ntozake Shange --[(INV) written_by]--> For Colored Girls --[written_by]--> Tyler Perry
Path (Raw):       For Colored Girls --[written_by]--> Ntozake Shange --[(INV) written_by]--> For Colored Girls --[written_by]--> Tyler Perry
Neg LogProb(↓):   0.953717
Path Entropy(↓):  1.256001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What sort of film is bad dreams
Start Entity:     Bad Dreams
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Bad Dreams --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       Bad Dreams --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.359612
Path Entropy(↓):  3.727909
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did shahid kapoor act in
Start Entity:     Shahid Kapoor
Gold Answer:      [['Haider', 'Chance Pe Dance', 'Jab We Met']]
Predicted Ans:    Chance Pe Dance
Predicted Path:   Shahid Kapoor --[(INV) starred_actors]--> Chance Pe Dance --[starred_actors]--> Genelia D'Souza --[(INV) starred_actors]--> Chance Pe Dance
Path (Raw):       Shahid Kapoor --[(INV) starred_actors]--> Chance Pe Dance --[starred_actors]--> Genelia D'Souza --[(INV) starred_actors]--> Chance Pe Dance
Neg LogProb(↓):   0.062985
Path Entropy(↓):  0.243841
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film dragon tiger gate released
Start Entity:     Dragon Tiger Gate
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Dragon Tiger Gate --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Path (Raw):       Dragon Tiger Gate --[release_year]--> 2006 --[(INV) release_year]--> Eragon --[release_year]--> 2006
Neg LogProb(↓):   3.140093
Path Entropy(↓):  4.727876
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film stealing rembrandt
Start Entity:     Stealing Rembrandt
Gold Answer:      [['Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Stealing Rembrandt --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Stealing Rembrandt --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.378869
Path Entropy(↓):  4.541444
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by jason biggs in
Start Entity:     Jason Biggs
Gold Answer:      [['Drama', 'War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jason Biggs --[(INV) starred_actors]--> Wedding Daze --[has_genre]--> Comedy
Path (Raw):       Jason Biggs --[No Operation]--> Jason Biggs --[(INV) starred_actors]--> Wedding Daze --[has_genre]--> Comedy
Neg LogProb(↓):   0.333419
Path Entropy(↓):  0.681132
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie foul play were in which genres
Start Entity:     Foul Play
Gold Answer:      [['Musical', 'Comedy']]
Predicted Ans:    Thriller
Predicted Path:   Foul Play --[directed_by]--> Colin Higgins --[(INV) directed_by]--> Foul Play --[has_genre]--> Thriller
Path (Raw):       Foul Play --[directed_by]--> Colin Higgins --[(INV) directed_by]--> Foul Play --[has_genre]--> Thriller
Neg LogProb(↓):   0.167526
Path Entropy(↓):  0.624119
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the directors of the films written by sheryl leach
Start Entity:     Sheryl Leach
Gold Answer:      [['Steve Gomer']]
Predicted Ans:    Steve Gomer
Predicted Path:   Sheryl Leach --[(INV) written_by]--> Barney's Great Adventure --[directed_by]--> Steve Gomer
Path (Raw):       Sheryl Leach --[No Operation]--> Sheryl Leach --[(INV) written_by]--> Barney's Great Adventure --[directed_by]--> Steve Gomer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the movie the love punch
Start Entity:     The Love Punch
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   The Love Punch --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Path (Raw):       The Love Punch --[release_year]--> 2013 --[(INV) release_year]--> The Wolverine --[release_year]--> 2013
Neg LogProb(↓):   2.985969
Path Entropy(↓):  4.291304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose actors also appear in blast from the past
Start Entity:     Blast from the Past
Gold Answer:      [['Family', 'Music', 'Sport', 'Biography', 'Musical', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Blast from the Past --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Path (Raw):       Blast from the Past --[starred_actors]--> Brendan Fraser --[(INV) starred_actors]--> Airheads --[has_genre]--> Comedy
Neg LogProb(↓):   1.404771
Path Entropy(↓):  2.090595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of boat trip
Start Entity:     Boat Trip
Gold Answer:      [['Kingdom Come', 'Two Can Play That Game', 'Set It Off', 'Why Do Fools Fall in Love', 'Juwanna Mann', 'The Hard Corps', 'Soul Food']]
Predicted Ans:    Two Can Play That Game
Predicted Path:   Boat Trip --[starred_actors]--> Vivica A. Fox --[(INV) starred_actors]--> Two Can Play That Game
Path (Raw):       Boat Trip --[starred_actors]--> Vivica A. Fox --[No Operation]--> Vivica A. Fox --[(INV) starred_actors]--> Two Can Play That Game
Neg LogProb(↓):   0.087277
Path Entropy(↓):  0.389838
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same actor of fall
Start Entity:     Fall
Gold Answer:      [['If Lucy Fell']]
Predicted Ans:    If Lucy Fell
Predicted Path:   Fall --[starred_actors]--> Eric Schaeffer --[(INV) starred_actors]--> If Lucy Fell
Path (Raw):       Fall --[starred_actors]--> Eric Schaeffer --[No Operation]--> Eric Schaeffer --[(INV) starred_actors]--> If Lucy Fell
Neg LogProb(↓):   0.008111
Path Entropy(↓):  0.047488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by sonja smits were in which genres
Start Entity:     Sonja Smits
Gold Answer:      [['Thriller', 'Comedy']]
Predicted Ans:    1983
Predicted Path:   Sonja Smits --[(INV) starred_actors]--> Videodrome --[release_year]--> 1983
Path (Raw):       Sonja Smits --[No Operation]--> Sonja Smits --[(INV) starred_actors]--> Videodrome --[release_year]--> 1983
Neg LogProb(↓):   0.073604
Path Entropy(↓):  0.262673
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is the author of skin deep
Start Entity:     Skin Deep
Gold Answer:      [['Blake Edwards']]
Predicted Ans:    Blake Edwards
Predicted Path:   Skin Deep --[written_by]--> Blake Edwards --[(INV) written_by]--> S.O.B. --[written_by]--> Blake Edwards
Path (Raw):       Skin Deep --[written_by]--> Blake Edwards --[(INV) written_by]--> S.O.B. --[written_by]--> Blake Edwards
Neg LogProb(↓):   0.314478
Path Entropy(↓):  0.785553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the actors in their movies also appear in the movie stardust
Start Entity:     Stardust
Gold Answer:      [['Maggie Greenwald', 'Patrick McGrath', 'William Davies', 'Dick Clement', 'William Shakespeare', 'Ian La Frenais', 'Joshua Michael Stern', 'Ian McKellen', 'Christopher Lloyd', 'Bill Condon', 'Christopher Bram', 'Bryan Singer', 'Sam Fell', 'David Hayter', 'Akiva Goldsman', 'Chrysanthy Balis', 'Dan Brown', 'Robert Bloch', 'Patrick Marber', 'Stephen King', 'Peter Lord', 'Joe Keenan', 'Baroness Emmuska Orczy', 'Tom DeSanto']]
Predicted Ans:    Akiva Goldsman
Predicted Path:   Stardust --[starred_actors]--> Ian McKellen --[(INV) starred_actors]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Path (Raw):       Stardust --[starred_actors]--> Ian McKellen --[(INV) starred_actors]--> The Da Vinci Code --[written_by]--> Akiva Goldsman
Neg LogProb(↓):   0.670793
Path Entropy(↓):  0.828112
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by travis beacham release
Start Entity:     Travis Beacham
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Travis Beacham --[(INV) written_by]--> Pacific Rim --[release_year]--> 2013
Path (Raw):       Travis Beacham --[No Operation]--> Travis Beacham --[(INV) written_by]--> Pacific Rim --[release_year]--> 2013
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of good will hunting
Start Entity:     Good Will Hunting
Gold Answer:      [['Casey Affleck', 'Matt Damon', 'Meg Ryan', 'Ben Affleck', 'Jeremy Renner', 'Kiefer Sutherland']]
Predicted Ans:    Ben Affleck
Predicted Path:   Good Will Hunting --[written_by]--> Ben Affleck --[(INV) written_by]--> Good Will Hunting --[starred_actors]--> Ben Affleck
Path (Raw):       Good Will Hunting --[written_by]--> Ben Affleck --[(INV) written_by]--> Good Will Hunting --[starred_actors]--> Ben Affleck
Neg LogProb(↓):   0.410572
Path Entropy(↓):  0.985694
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed a little princess
Start Entity:     A Little Princess
Gold Answer:      [['Alfonso Cuarón']]
Predicted Ans:    Alfonso Cuarón
Predicted Path:   A Little Princess --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Gravity --[directed_by]--> Alfonso Cuarón
Path (Raw):       A Little Princess --[directed_by]--> Alfonso Cuarón --[(INV) directed_by]--> Gravity --[directed_by]--> Alfonso Cuarón
Neg LogProb(↓):   0.547597
Path Entropy(↓):  0.890948
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was cesar and rosalie written by
Start Entity:     César and Rosalie
Gold Answer:      [['Claude Sautet']]
Predicted Ans:    Claude Sautet
Predicted Path:   César and Rosalie --[written_by]--> Claude Sautet --[(INV) written_by]--> César and Rosalie --[written_by]--> Claude Sautet
Path (Raw):       César and Rosalie --[written_by]--> Claude Sautet --[(INV) written_by]--> César and Rosalie --[written_by]--> Claude Sautet
Neg LogProb(↓):   0.001137
Path Entropy(↓):  0.009906
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose actors also appear in mogambo
Start Entity:     Mogambo
Gold Answer:      [['French', 'English', 'Italian', 'Russian', 'Spanish']]
Predicted Ans:    Italian
Predicted Path:   Mogambo --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[in_language]--> Italian
Path (Raw):       Mogambo --[starred_actors]--> Clark Gable --[(INV) starred_actors]--> It Started in Naples --[in_language]--> Italian
Neg LogProb(↓):   0.197876
Path Entropy(↓):  0.595504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in fast food
Start Entity:     Fast Food
Gold Answer:      [['Arthur Penn', 'Sidney J. Furie', 'Robert Resnikoff']]
Predicted Ans:    Arthur Penn
Predicted Path:   Fast Food --[starred_actors]--> Michael J. Pollard --[(INV) starred_actors]--> Bonnie and Clyde --[directed_by]--> Arthur Penn
Path (Raw):       Fast Food --[starred_actors]--> Michael J. Pollard --[(INV) starred_actors]--> Bonnie and Clyde --[directed_by]--> Arthur Penn
Neg LogProb(↓):   0.313368
Path Entropy(↓):  0.586417
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the films directed by the director of the adventures of priscilla, queen of the desert
Start Entity:     The Adventures of Priscilla, Queen of the Desert
Gold Answer:      [['Ben Barnes', 'Rod Taylor', 'Johnathon Schaech', 'Ashley Judd', 'Jessica Biel', 'Kristin Scott Thomas', 'Xavier Samuel', 'Franklin Dyall', 'Isabel Jeans', 'Ewan McGregor', 'Colin Firth', 'Ian Hunter']]
Predicted Ans:    Rod Taylor
Predicted Path:   The Adventures of Priscilla, Queen of the Desert --[directed_by]--> Stephan Elliott --[(INV) directed_by]--> Welcome to Woop Woop --[starred_actors]--> Rod Taylor
Path (Raw):       The Adventures of Priscilla, Queen of the Desert --[directed_by]--> Stephan Elliott --[(INV) directed_by]--> Welcome to Woop Woop --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.472519
Path Entropy(↓):  0.751664
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies starred by presenting lily mars actors
Start Entity:     Presenting Lily Mars
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Presenting Lily Mars --[starred_actors]--> Van Heflin --[(INV) starred_actors]--> Madame Bovary --[in_language]--> French
Path (Raw):       Presenting Lily Mars --[starred_actors]--> Van Heflin --[(INV) starred_actors]--> Madame Bovary --[in_language]--> French
Neg LogProb(↓):   0.601419
Path Entropy(↓):  0.691064
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed movies that share actors with the movie felicia's journey
Start Entity:     Felicia's Journey
Gold Answer:      [['Christopher Hampton', 'Stephen Frears', 'Ellen Perry', 'Wolfgang Petersen', 'John Byrum', 'Louis Leterrier', 'Guy Jenkin', 'Alan Alda', 'Richard Benjamin', 'Allen Coulter', 'Annabel Jankel', 'Rocky Morton', 'Kirsten Sheridan', 'Abel Ferrara', 'Markus Schleinzer', 'Neil Jordan', 'Steven Spielberg', 'Robert Zemeckis', 'Peter Yates', 'Nora Ephron', 'Jack Clayton', 'Orson Welles', 'Mike Hodges']]
Predicted Ans:    Mike Hodges
Predicted Path:   Felicia's Journey --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[directed_by]--> Mike Hodges
Path (Raw):       Felicia's Journey --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[directed_by]--> Mike Hodges
Neg LogProb(↓):   0.176885
Path Entropy(↓):  0.646411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by david palmer were written by who
Start Entity:     David Palmer
Gold Answer:      [['Dax Shepard']]
Predicted Ans:    Dax Shepard
Predicted Path:   David Palmer --[(INV) directed_by]--> Hit and Run --[written_by]--> Dax Shepard
Path (Raw):       David Palmer --[No Operation]--> David Palmer --[(INV) directed_by]--> Hit and Run --[written_by]--> Dax Shepard
Neg LogProb(↓):   0.070595
Path Entropy(↓):  0.249568
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Sandy tung directed which movies
Start Entity:     Sandy Tung
Gold Answer:      [['Across the Tracks']]
Predicted Ans:    Across the Tracks
Predicted Path:   Sandy Tung --[(INV) directed_by]--> Across the Tracks --[directed_by]--> Sandy Tung --[(INV) directed_by]--> Across the Tracks
Path (Raw):       Sandy Tung --[(INV) directed_by]--> Across the Tracks --[directed_by]--> Sandy Tung --[(INV) directed_by]--> Across the Tracks
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie waterloo bridge
Start Entity:     Waterloo Bridge
Gold Answer:      [['Erwin S. Gelsey', 'Andrew Solt', 'Sheridan Gibney', 'Robert Lord', 'Mary Shelley', 'John Twist', 'Richard L. Breen', 'Don Whitehead', 'Ralph Wheelwright', 'Hervey Allen', 'Byron Morgan', 'Ben Markson', 'Claudine West', 'Robert N. Lee', 'Louis Weitzenkorn', 'George Froeschel', 'Ward Morehouse', 'James Seymour', 'Brown Holmes', 'Sonya Levien', 'J. Searle Dawley', 'Gypsy Rose Lee', 'Paul Osborn', 'Maxwell Anderson', 'Isobel Lennart', 'Ted W. Lawson', 'Edna Ferber', 'Everett Freeman', 'Robin Swicord', 'Joshua Logan', 'Eileen Bassing', 'Robert Bassing', 'Dalton Trumbo', 'John L. Balderston', 'Francis Edward Faragoh', 'Max Catto', 'William March', 'Jerome Kern', 'Peggy Webling', 'Marcia Davenport', 'Louisa May Alcott', 'David Boehm', 'Ward Greene', 'Arthur Wimperis', 'Sarah Y. Mason', 'Garrett Fort', 'Oscar Hammerstein II', 'Anita Loos', 'Howard J. Green', 'Leonard Spigelgass', 'Thomas Heggen', 'Victor Heerman', 'Avery Hopwood', 'Randall Wallace', 'James Hilton', 'Arthur Laurents', 'John Lee Mahin', 'Henryk Sienkiewicz']]
Predicted Ans:    Mary Shelley
Predicted Path:   Waterloo Bridge --[directed_by]--> James Whale --[(INV) directed_by]--> Frankenstein --[written_by]--> Mary Shelley
Path (Raw):       Waterloo Bridge --[directed_by]--> James Whale --[(INV) directed_by]--> Frankenstein --[written_by]--> Mary Shelley
Neg LogProb(↓):   1.353394
Path Entropy(↓):  2.490338
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies starred by shoot the moon actors release
Start Entity:     Shoot the Moon
Gold Answer:      [['1980', '1970', '2008', '2003', '1992', '2006', '1967', '1979', '1974', '1984', '1977', '2007', '1951', '1982', '2014', '1994', '1983', '1995', '1976', '1971', '1989', '1996', '1981', '2012', '2013', '1988', '1978', '2000', '1975', '1950', '1960', '2005', '1991', '1999', '1987']]
Predicted Ans:    1981
Predicted Path:   Shoot the Moon --[starred_actors]--> Karen Allen --[(INV) starred_actors]--> Raiders of the Lost Ark --[release_year]--> 1981
Path (Raw):       Shoot the Moon --[starred_actors]--> Karen Allen --[(INV) starred_actors]--> Raiders of the Lost Ark --[release_year]--> 1981
Neg LogProb(↓):   1.227246
Path Entropy(↓):  1.930984
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of lisztomania
Start Entity:     Lisztomania
Gold Answer:      [['Drama', 'Horror', 'Comedy', 'Musical']]
Predicted Ans:    Horror
Predicted Path:   Lisztomania --[written_by]--> Ken Russell --[(INV) written_by]--> The Lair of the White Worm --[has_genre]--> Horror
Path (Raw):       Lisztomania --[written_by]--> Ken Russell --[(INV) written_by]--> The Lair of the White Worm --[has_genre]--> Horror
Neg LogProb(↓):   0.025964
Path Entropy(↓):  0.143765
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the broken embraces director
Start Entity:     Broken Embraces
Gold Answer:      [['Spanish']]
Predicted Ans:    Spanish
Predicted Path:   Broken Embraces --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Path (Raw):       Broken Embraces --[directed_by]--> Pedro Almodóvar --[(INV) directed_by]--> Broken Embraces --[in_language]--> Spanish
Neg LogProb(↓):   0.345275
Path Entropy(↓):  0.669953
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies written by anthony shaffer
Start Entity:     Anthony Shaffer
Gold Answer:      [['Edward Woodward', 'Lauren Bacall', 'John Gielgud', 'Britt Ekland', 'Diane Cilento', 'Billie Whitelaw', 'Alec McCowen', 'Barry Foster', 'Nicolas Cage', 'Laurence Olivier', 'Harold Pinter', 'Michael Caine', 'Peter Ustinov', 'Jon Finch', 'Carrie Fisher', 'Christopher Lee', 'Jude Law']]
Predicted Ans:    Lauren Bacall
Predicted Path:   Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Path (Raw):       Anthony Shaffer --[No Operation]--> Anthony Shaffer --[(INV) written_by]--> Appointment with Death --[starred_actors]--> Lauren Bacall
Neg LogProb(↓):   0.996752
Path Entropy(↓):  1.279047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the sentinel
Start Entity:     The Sentinel
Gold Answer:      [['1977']]
Predicted Ans:    1977
Predicted Path:   The Sentinel --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Path (Raw):       The Sentinel --[release_year]--> 1977 --[(INV) release_year]--> The Lacemaker --[release_year]--> 1977
Neg LogProb(↓):   2.532119
Path Entropy(↓):  3.998598
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Stations of the cross, when was it released
Start Entity:     Stations of the Cross
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Stations of the Cross --[release_year]--> 2014 --[(INV) release_year]--> Song of the Sea --[release_year]--> 2014
Path (Raw):       Stations of the Cross --[release_year]--> 2014 --[(INV) release_year]--> Song of the Sea --[release_year]--> 2014
Neg LogProb(↓):   3.067946
Path Entropy(↓):  4.322311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie black ice, when was it released
Start Entity:     Black Ice
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   Black Ice --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Path (Raw):       Black Ice --[release_year]--> 2007 --[(INV) release_year]--> In the City of Sylvia --[release_year]--> 2007
Neg LogProb(↓):   2.388024
Path Entropy(↓):  4.258878
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by tom skeyhill were released in which years
Start Entity:     Tom Skeyhill
Gold Answer:      [['1941']]
Predicted Ans:    1941
Predicted Path:   Tom Skeyhill --[(INV) written_by]--> Sergeant York --[release_year]--> 1941
Path (Raw):       Tom Skeyhill --[No Operation]--> Tom Skeyhill --[(INV) written_by]--> Sergeant York --[release_year]--> 1941
Neg LogProb(↓):   0.000176
Path Entropy(↓):  0.001699
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of triage also starred in which movies
Start Entity:     Triage
Gold Answer:      [['The New World', 'Phone Booth', 'London Boulevard', 'Saving Mr. Banks', 'Spanglish', 'Not Forgotten', 'American Outlaws', "Winter's Tale", 'The Recruit', 'Seven Psychopaths', 'Total Recall', "Hart's War", 'Daredevil', 'S.W.A.T.', '10 Items or Less', 'Ondine', 'Grace of Monaco', 'Dead Man Down', 'Miami Vice', 'Tigerland', 'The Way Back', 'Pride and Glory', 'Sex and Lucia']]
Predicted Ans:    Total Recall
Predicted Path:   Triage --[starred_actors]--> Colin Farrell --[(INV) starred_actors]--> Total Recall
Path (Raw):       Triage --[starred_actors]--> Colin Farrell --[No Operation]--> Colin Farrell --[(INV) starred_actors]--> Total Recall
Neg LogProb(↓):   0.887131
Path Entropy(↓):  1.088804
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by michael whalen
Start Entity:     Michael Whalen
Gold Answer:      [['Whitman Chambers']]
Predicted Ans:    Whitman Chambers
Predicted Path:   Michael Whalen --[(INV) starred_actors]--> Blonde Ice --[written_by]--> Whitman Chambers
Path (Raw):       Michael Whalen --[No Operation]--> Michael Whalen --[(INV) starred_actors]--> Blonde Ice --[written_by]--> Whitman Chambers
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies directed by brian de palma
Start Entity:     Brian De Palma
Gold Answer:      [['Armitage Trail', 'Theodore Dreiser', 'John Farris', 'Wilford Leach', 'David Mamet', 'Oliver Stone', 'Lawrence D. Cohen', 'Michael Cristofer', 'Daniel Lang', 'David Rabe', 'David Koepp', 'Alain Corneau', 'Edwin Torres', 'John Thomas', 'Graham Yost', 'James Ellroy', 'Paul Schrader', 'Eliot Ness', 'Jim Thomas', 'Louisa Rose', 'Stephen King', 'Jordan Crittenden', 'Tom Wolfe']]
Predicted Ans:    David Rabe
Predicted Path:   Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Path (Raw):       Brian De Palma --[No Operation]--> Brian De Palma --[(INV) directed_by]--> Casualties of War --[written_by]--> David Rabe
Neg LogProb(↓):   1.048877
Path Entropy(↓):  2.113794
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the pink panther 2
Start Entity:     The Pink Panther 2
Gold Answer:      [['Frankie Muniz', 'Angie Harmon', 'Jackie Chan', 'Jaden Smith', 'Matt Dillon', 'Ralph Macchio', 'Elisabeth Shue', 'Paul Reiser', 'Hilary Duff', 'Michael Douglas', 'Keith David']]
Predicted Ans:    Jackie Chan
Predicted Path:   The Pink Panther 2 --[directed_by]--> Harald Zwart --[(INV) directed_by]--> The Karate Kid --[starred_actors]--> Jackie Chan
Path (Raw):       The Pink Panther 2 --[directed_by]--> Harald Zwart --[(INV) directed_by]--> The Karate Kid --[starred_actors]--> Jackie Chan
Neg LogProb(↓):   0.904134
Path Entropy(↓):  1.179155
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movies did dana lustig write
Start Entity:     Dana Lustig
Gold Answer:      [['Kill Me Later']]
Predicted Ans:    Kill Me Later
Predicted Path:   Dana Lustig --[(INV) written_by]--> Kill Me Later --[written_by]--> Dana Lustig --[(INV) written_by]--> Kill Me Later
Path (Raw):       Dana Lustig --[(INV) written_by]--> Kill Me Later --[written_by]--> Dana Lustig --[(INV) written_by]--> Kill Me Later
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000031
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in mississippi masala
Start Entity:     Mississippi Masala
Gold Answer:      [['Music', 'Sport', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'History', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Mississippi Masala --[starred_actors]--> Sarita Choudhury --[(INV) starred_actors]--> The War Within --[has_genre]--> Drama
Path (Raw):       Mississippi Masala --[starred_actors]--> Sarita Choudhury --[(INV) starred_actors]--> The War Within --[has_genre]--> Drama
Neg LogProb(↓):   0.028066
Path Entropy(↓):  0.145270
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of annie oakley
Start Entity:     Annie Oakley
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Annie Oakley --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[in_language]--> English
Path (Raw):       Annie Oakley --[directed_by]--> George Stevens --[(INV) directed_by]--> A Damsel in Distress --[in_language]--> English
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies written by the writer of hope and glory
Start Entity:     Hope and Glory
Gold Answer:      [['1998', '1970', '2000', '2001', '1990', '2006', '1926', '1981', '1974']]
Predicted Ans:    1974
Predicted Path:   Hope and Glory --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[release_year]--> 1974
Path (Raw):       Hope and Glory --[written_by]--> John Boorman --[(INV) written_by]--> Zardoz --[release_year]--> 1974
Neg LogProb(↓):   0.121975
Path Entropy(↓):  0.511180
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of kellan lutz acted films
Start Entity:     Kellan Lutz
Gold Answer:      [['Peter Manoogian', 'Kevin Lima', 'Dermot Mulroney', 'Chris Buck', 'Renny Harlin', 'Reinhard Klooss']]
Predicted Ans:    Chris Buck
Predicted Path:   Kellan Lutz --[(INV) starred_actors]--> Tarzan --[directed_by]--> Chris Buck
Path (Raw):       Kellan Lutz --[No Operation]--> Kellan Lutz --[(INV) starred_actors]--> Tarzan --[directed_by]--> Chris Buck
Neg LogProb(↓):   0.501048
Path Entropy(↓):  0.977906
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies directed by the broadcast news director release
Start Entity:     Broadcast News
Gold Answer:      [['1983', '1997', '2010', '2004', '1994']]
Predicted Ans:    1997
Predicted Path:   Broadcast News --[directed_by]--> James L. Brooks --[(INV) directed_by]--> As Good as It Gets --[release_year]--> 1997
Path (Raw):       Broadcast News --[directed_by]--> James L. Brooks --[(INV) directed_by]--> As Good as It Gets --[release_year]--> 1997
Neg LogProb(↓):   0.944759
Path Entropy(↓):  1.338426
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film the smurfs starred which actors
Start Entity:     The Smurfs
Gold Answer:      [['Jayma Mays', 'Sofía Vergara', 'Neil Patrick Harris', 'Hank Azaria']]
Predicted Ans:    Neil Patrick Harris
Predicted Path:   The Smurfs --[starred_actors]--> Neil Patrick Harris --[(INV) starred_actors]--> The Best and the Brightest --[starred_actors]--> Neil Patrick Harris
Path (Raw):       The Smurfs --[starred_actors]--> Neil Patrick Harris --[(INV) starred_actors]--> The Best and the Brightest --[starred_actors]--> Neil Patrick Harris
Neg LogProb(↓):   0.667560
Path Entropy(↓):  1.469500
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie the hamiltons
Start Entity:     The Hamiltons
Gold Answer:      [['Phil Flores', 'Mitchell Altieri']]
Predicted Ans:    Phil Flores
Predicted Path:   The Hamiltons --[starred_actors]--> Cory Knauf --[(INV) starred_actors]--> The Violent Kind --[directed_by]--> Phil Flores
Path (Raw):       The Hamiltons --[starred_actors]--> Cory Knauf --[(INV) starred_actors]--> The Violent Kind --[directed_by]--> Phil Flores
Neg LogProb(↓):   0.301329
Path Entropy(↓):  0.584666
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that are directed by the same director of monster house
Start Entity:     Monster House
Gold Answer:      [['City of Ember']]
Predicted Ans:    City of Ember
Predicted Path:   Monster House --[directed_by]--> Gil Kenan --[(INV) directed_by]--> City of Ember
Path (Raw):       Monster House --[directed_by]--> Gil Kenan --[(INV) directed_by]--> City of Ember --[No Operation]--> City of Ember
Neg LogProb(↓):   0.011274
Path Entropy(↓):  0.068219
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the writer of we are the best! starred who
Start Entity:     We Are the Best!
Gold Answer:      [['Gael García Bernal', 'Michelle Williams', 'Sanna Bråding', 'Goran Marjanovic', 'Björn Almroth', 'Thorsten Flinck', 'Rebecka Liljeberg', 'Alexandra Dahlström']]
Predicted Ans:    Rebecka Liljeberg
Predicted Path:   We Are the Best! --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Show Me Love --[starred_actors]--> Rebecka Liljeberg
Path (Raw):       We Are the Best! --[written_by]--> Lukas Moodysson --[(INV) written_by]--> Show Me Love --[starred_actors]--> Rebecka Liljeberg
Neg LogProb(↓):   0.253877
Path Entropy(↓):  0.870161
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of rocky russo
Start Entity:     Rocky Russo
Gold Answer:      [['James Gunn', 'Will Graham', 'Jonathan van Tulleken', 'Patrik Forsberg', 'Jeremy Sosenko']]
Predicted Ans:    James Gunn
Predicted Path:   Rocky Russo --[(INV) written_by]--> Movie 43 --[written_by]--> James Gunn
Path (Raw):       Rocky Russo --[No Operation]--> Rocky Russo --[(INV) written_by]--> Movie 43 --[written_by]--> James Gunn
Neg LogProb(↓):   0.000400
Path Entropy(↓):  0.004102
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by banmei takahashi
Start Entity:     Banmei Takahashi
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Banmei Takahashi --[(INV) directed_by]--> Zen --[in_language]--> Japanese
Path (Raw):       Banmei Takahashi --[No Operation]--> Banmei Takahashi --[(INV) directed_by]--> Zen --[in_language]--> Japanese
Neg LogProb(↓):   0.000063
Path Entropy(↓):  0.000668
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies written by john howard griffin
Start Entity:     John Howard Griffin
Gold Answer:      [['1964']]
Predicted Ans:    1964
Predicted Path:   John Howard Griffin --[(INV) written_by]--> Black Like Me --[release_year]--> 1964
Path (Raw):       John Howard Griffin --[No Operation]--> John Howard Griffin --[(INV) written_by]--> Black Like Me --[release_year]--> 1964
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by peter cook
Start Entity:     Peter Cook
Gold Answer:      [['Dudley Moore', 'Graham Chapman', 'Matt Frewer', 'Nigel Bruce', 'André Morell', 'Kenneth Welsh', 'Brendan Fraser', 'Richard Greene', 'Basil Rathbone', 'Peter Cushing', 'Christopher Lee', 'Wendy Barrie', 'Elizabeth Hurley']]
Predicted Ans:    Basil Rathbone
Predicted Path:   Peter Cook --[(INV) written_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Path (Raw):       Peter Cook --[No Operation]--> Peter Cook --[(INV) written_by]--> The Hound of the Baskervilles --[starred_actors]--> Basil Rathbone
Neg LogProb(↓):   0.705055
Path Entropy(↓):  1.205684
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director for meek's cutoff
Start Entity:     Meek's Cutoff
Gold Answer:      [['Kelly Reichardt']]
Predicted Ans:    Kelly Reichardt
Predicted Path:   Meek's Cutoff --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[directed_by]--> Kelly Reichardt
Path (Raw):       Meek's Cutoff --[directed_by]--> Kelly Reichardt --[(INV) directed_by]--> Wendy and Lucy --[directed_by]--> Kelly Reichardt
Neg LogProb(↓):   0.386546
Path Entropy(↓):  0.667502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie my sister's keeper
Start Entity:     My Sister's Keeper
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   My Sister's Keeper --[release_year]--> 2009 --[(INV) release_year]--> That Evening Sun --[release_year]--> 2009
Path (Raw):       My Sister's Keeper --[release_year]--> 2009 --[(INV) release_year]--> That Evening Sun --[release_year]--> 2009
Neg LogProb(↓):   3.432634
Path Entropy(↓):  4.554496
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of richard gregson
Start Entity:     Richard Gregson
Gold Answer:      [['Michael Craig', 'Bryan Forbes']]
Predicted Ans:    Bryan Forbes
Predicted Path:   Richard Gregson --[(INV) written_by]--> The Angry Silence --[written_by]--> Bryan Forbes
Path (Raw):       Richard Gregson --[No Operation]--> Richard Gregson --[(INV) written_by]--> The Angry Silence --[written_by]--> Bryan Forbes
Neg LogProb(↓):   0.003642
Path Entropy(↓):  0.026549
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was warrior of the lost world directed by
Start Entity:     Warrior of the Lost World
Gold Answer:      [['David Worth']]
Predicted Ans:    David Worth
Predicted Path:   Warrior of the Lost World --[directed_by]--> David Worth --[(INV) directed_by]--> Kickboxer --[directed_by]--> David Worth
Path (Raw):       Warrior of the Lost World --[directed_by]--> David Worth --[(INV) directed_by]--> Kickboxer --[directed_by]--> David Worth
Neg LogProb(↓):   0.164269
Path Entropy(↓):  0.426646
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film she's having a baby were in which genres
Start Entity:     She's Having a Baby
Gold Answer:      [['Music', 'Drama', 'War', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   She's Having a Baby --[directed_by]--> John Hughes --[(INV) directed_by]--> Sixteen Candles --[has_genre]--> Comedy
Path (Raw):       She's Having a Baby --[directed_by]--> John Hughes --[(INV) directed_by]--> Sixteen Candles --[has_genre]--> Comedy
Neg LogProb(↓):   0.895766
Path Entropy(↓):  1.227760
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of professor beware
Start Entity:     Professor Beware
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Professor Beware --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> The Great Gatsby --[in_language]--> English
Path (Raw):       Professor Beware --[directed_by]--> Elliott Nugent --[(INV) directed_by]--> The Great Gatsby --[in_language]--> English
Neg LogProb(↓):   1.098613
Path Entropy(↓):  1.098629
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose screenwriters also wrote the man who wasn't there
Start Entity:     The Man Who Wasn't There
Gold Answer:      [['1998', '2000', '2009', '1966', '2008', '2003', '2004', '1996', '2006', '1994', '2012', '1955', '2013', '2007']]
Predicted Ans:    2006
Predicted Path:   The Man Who Wasn't There --[written_by]--> Ethan Coen --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Path (Raw):       The Man Who Wasn't There --[written_by]--> Ethan Coen --[(INV) written_by]--> Paris, je t'aime --[release_year]--> 2006
Neg LogProb(↓):   0.653747
Path Entropy(↓):  1.476839
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by north to alaska writers
Start Entity:     North to Alaska
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   North to Alaska --[written_by]--> Ladislas Fodor --[(INV) written_by]--> Jewel Robbery --[in_language]--> English
Path (Raw):       North to Alaska --[written_by]--> Ladislas Fodor --[(INV) written_by]--> Jewel Robbery --[in_language]--> English
Neg LogProb(↓):   0.000070
Path Entropy(↓):  0.000741
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films written by marjane satrapi
Start Entity:     Marjane Satrapi
Gold Answer:      [['Vincent Paronnaud']]
Predicted Ans:    Vincent Paronnaud
Predicted Path:   Marjane Satrapi --[(INV) written_by]--> Chicken with Plums --[directed_by]--> Vincent Paronnaud
Path (Raw):       Marjane Satrapi --[No Operation]--> Marjane Satrapi --[(INV) written_by]--> Chicken with Plums --[directed_by]--> Vincent Paronnaud
Neg LogProb(↓):   0.049341
Path Entropy(↓):  0.202075
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote the young one
Start Entity:     The Young One
Gold Answer:      [['Documentary', 'Short', 'Drama', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Young One --[written_by]--> Luis Buñuel --[(INV) written_by]--> Belle de Jour --[has_genre]--> Drama
Path (Raw):       The Young One --[written_by]--> Luis Buñuel --[(INV) written_by]--> Belle de Jour --[has_genre]--> Drama
Neg LogProb(↓):   1.246639
Path Entropy(↓):  1.652013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies written by body parts writers
Start Entity:     Body Parts
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Body Parts --[written_by]--> Eric Red --[(INV) written_by]--> Bad Moon --[has_genre]--> Horror
Path (Raw):       Body Parts --[written_by]--> Eric Red --[(INV) written_by]--> Bad Moon --[has_genre]--> Horror
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000057
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Egidio coccimiglio directed films together with who
Start Entity:     Egidio Coccimiglio
Gold Answer:      [['Richard Fleischer']]
Predicted Ans:    Richard Fleischer
Predicted Path:   Egidio Coccimiglio --[(INV) directed_by]--> Compulsion --[directed_by]--> Richard Fleischer
Path (Raw):       Egidio Coccimiglio --[No Operation]--> Egidio Coccimiglio --[(INV) directed_by]--> Compulsion --[directed_by]--> Richard Fleischer
Neg LogProb(↓):   0.230567
Path Entropy(↓):  0.508545
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that are directed by the same director of death wish
Start Entity:     Death Wish
Gold Answer:      [["Chato's Land", 'Appointment with Death', "I'll Never Forget What's'isname", 'Death Wish II', 'Scorpio', 'The Big Sleep', 'Death Wish 3', 'Lawman', 'The Mechanic', 'The Sentinel', 'Firepower']]
Predicted Ans:    Appointment with Death
Predicted Path:   Death Wish --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death
Path (Raw):       Death Wish --[directed_by]--> Michael Winner --[(INV) directed_by]--> Appointment with Death --[No Operation]--> Appointment with Death
Neg LogProb(↓):   0.343270
Path Entropy(↓):  1.059754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of ladder 49
Start Entity:     Ladder 49
Gold Answer:      [['Willie Morris', 'Natalie Babbitt', 'Robert Nelson Jacobs']]
Predicted Ans:    Natalie Babbitt
Predicted Path:   Ladder 49 --[directed_by]--> Jay Russell --[(INV) directed_by]--> Tuck Everlasting --[written_by]--> Natalie Babbitt
Path (Raw):       Ladder 49 --[directed_by]--> Jay Russell --[(INV) directed_by]--> Tuck Everlasting --[written_by]--> Natalie Babbitt
Neg LogProb(↓):   0.289806
Path Entropy(↓):  0.822632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by terry southern were directed by who
Start Entity:     Terry Southern
Gold Answer:      [['Tony Richardson', 'Norman Jewison', 'Dennis Hopper', 'Christian Marquand', 'Neil Armfield', 'Joseph McGrath']]
Predicted Ans:    Joseph McGrath
Predicted Path:   Terry Southern --[(INV) written_by]--> The Magic Christian --[directed_by]--> Joseph McGrath
Path (Raw):       Terry Southern --[No Operation]--> Terry Southern --[(INV) written_by]--> The Magic Christian --[directed_by]--> Joseph McGrath
Neg LogProb(↓):   0.011466
Path Entropy(↓):  0.073534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of batman returns
Start Entity:     Batman Returns
Gold Answer:      [['1968', '1988', '1933', '2001', '1990', '2003', '2005', '1989', '1951', '2010', '1996', '1982', '1985', '1994', '1999', '2014', '2012']]
Predicted Ans:    1985
Predicted Path:   Batman Returns --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[release_year]--> 1985
Path (Raw):       Batman Returns --[directed_by]--> Tim Burton --[(INV) directed_by]--> Pee-wee's Big Adventure --[release_year]--> 1985
Neg LogProb(↓):   1.418868
Path Entropy(↓):  2.091134
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by the director of valentine's day
Start Entity:     Valentine's Day
Gold Answer:      [['John Corbett', 'Julie Andrews', 'Dana Delany', 'Juliette Lewis', "Rosie O'Donnell", 'Heather Matarazzo', 'Elvis Presley', 'Michael McKean', 'Ralph Bellamy', 'Giovanni Ribisi', 'Jane Fonda', 'Tom Skerritt', 'Spalding Gray', 'Diane Keaton', 'Goldie Hawn', 'Kurt Russell', 'Michelle Pfeiffer', 'Greg Kinnear', 'Jackie Gleason', 'Richard Gere', 'Paul Mercurio', 'Laurie Metcalf', 'Donna Douglas', 'Barbara Hershey', 'Julia Roberts', 'Sean Young', 'Dermot Mulroney', 'Bette Midler', 'Lindsay Lohan', 'Dan Aykroyd', 'Nathan Lane', 'Hector Elizondo', 'Matt Dillon', 'Hayden Panettiere', 'Felicity Huffman', 'Jason Alexander', 'Tom Hanks', 'Joan Cusack', 'Al Pacino', 'Kate Hudson', 'Anne Hathaway', 'John Heard']]
Predicted Ans:    Anne Hathaway
Predicted Path:   Valentine's Day --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Path (Raw):       Valentine's Day --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[starred_actors]--> Anne Hathaway
Neg LogProb(↓):   0.849326
Path Entropy(↓):  2.049071
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of frankenhooker
Start Entity:     Frankenhooker
Gold Answer:      [['Frank Henenlotter', 'R.A. The Rugged Man']]
Predicted Ans:    Frank Henenlotter
Predicted Path:   Frankenhooker --[directed_by]--> Frank Henenlotter --[(INV) directed_by]--> Frankenhooker --[written_by]--> Frank Henenlotter
Path (Raw):       Frankenhooker --[directed_by]--> Frank Henenlotter --[(INV) directed_by]--> Frankenhooker --[written_by]--> Frank Henenlotter
Neg LogProb(↓):   0.224145
Path Entropy(↓):  0.643243
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film crimes of the future were in which genres
Start Entity:     Crimes of the Future
Gold Answer:      [['Short', 'Drama', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Crimes of the Future --[written_by]--> David Cronenberg --[(INV) written_by]--> Crash --[has_genre]--> Drama
Path (Raw):       Crimes of the Future --[written_by]--> David Cronenberg --[(INV) written_by]--> Crash --[has_genre]--> Drama
Neg LogProb(↓):   0.507623
Path Entropy(↓):  1.021312
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor richard boon is a co - star of who
Start Entity:     Richard Boon
Gold Answer:      [['Anton Corbijn', 'Ian Curtis']]
Predicted Ans:    Richard Boon
Predicted Path:   Richard Boon --[(INV) starred_actors]--> Joy Division --[starred_actors]--> Richard Boon
Path (Raw):       Richard Boon --[No Operation]--> Richard Boon --[(INV) starred_actors]--> Joy Division --[starred_actors]--> Richard Boon
Neg LogProb(↓):   0.000664
Path Entropy(↓):  0.005981
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which movies have the same actor of the devil's in the details
Start Entity:     The Devil's in the Details
Gold Answer:      [['Cop Land', 'Field of Dreams', 'Dominick and Eugene', 'Operation Dumbo Drop', 'Goodfellas', 'A Rumor of Angels', 'Article 99', 'Slow Burn', 'The Iceman', 'Phoenix', 'Forever Mine', 'Identity', 'Crazy on the Outside', 'No Escape', 'Unforgettable', 'The River Murders', 'Heartbreakers', 'Unlawful Entry', 'Revolver', "Smokin' Aces", 'Observe and Report', 'Turbulence', 'Hero Wanted']]
Predicted Ans:    Operation Dumbo Drop
Predicted Path:   The Devil's in the Details --[starred_actors]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop
Path (Raw):       The Devil's in the Details --[starred_actors]--> Ray Liotta --[No Operation]--> Ray Liotta --[(INV) starred_actors]--> Operation Dumbo Drop
Neg LogProb(↓):   0.110260
Path Entropy(↓):  0.474006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by john dighton
Start Entity:     John Dighton
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Dighton --[(INV) written_by]--> The Happiest Days of Your Life --[has_genre]--> Comedy
Path (Raw):       John Dighton --[No Operation]--> John Dighton --[(INV) written_by]--> The Happiest Days of Your Life --[has_genre]--> Comedy
Neg LogProb(↓):   0.591126
Path Entropy(↓):  0.709534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of fried green tomatoes
Start Entity:     Fried Green Tomatoes
Gold Answer:      [['John Huston', 'Ramón Menéndez', 'Will Gluck']]
Predicted Ans:    Jon Avnet
Predicted Path:   Fried Green Tomatoes --[written_by]--> Carol Sobieski --[(INV) written_by]--> Fried Green Tomatoes --[directed_by]--> Jon Avnet
Path (Raw):       Fried Green Tomatoes --[written_by]--> Carol Sobieski --[(INV) written_by]--> Fried Green Tomatoes --[directed_by]--> Jon Avnet
Neg LogProb(↓):   0.341983
Path Entropy(↓):  0.711115
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the same director of blue like jazz
Start Entity:     Blue Like Jazz
Gold Answer:      [['The Second Chance']]
Predicted Ans:    The Second Chance
Predicted Path:   Blue Like Jazz --[directed_by]--> Steve Taylor --[(INV) directed_by]--> The Second Chance
Path (Raw):       Blue Like Jazz --[directed_by]--> Steve Taylor --[(INV) directed_by]--> The Second Chance --[No Operation]--> The Second Chance
Neg LogProb(↓):   0.166410
Path Entropy(↓):  0.531340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of the hole
Start Entity:     The Hole
Gold Answer:      [['Bruce Dern', 'Simon Fenton', 'River Phoenix', 'Meg Ryan', 'Rick Ducommun', 'Ben Barnes', 'Monique Gabrielle', 'Martin Short', 'Ethan Hawke', 'Dennis Quaid', 'Cathy Moriarty', 'Phil Hartman', 'Omri Katz', 'Arsenio Hall', 'Kevin McCarthy', 'Carrie Fisher', 'James Earl Jones', 'John Goodman', 'Tom Hanks', 'Keenan Wynn', 'Bradford Dillman']]
Predicted Ans:    John Goodman
Predicted Path:   The Hole --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[starred_actors]--> John Goodman
Path (Raw):       The Hole --[directed_by]--> Joe Dante --[(INV) directed_by]--> Matinee --[starred_actors]--> John Goodman
Neg LogProb(↓):   0.163105
Path Entropy(↓):  0.541638
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release date of the movie telling lies in america
Start Entity:     Telling Lies in America
Gold Answer:      [['1997']]
Predicted Ans:    1997
Predicted Path:   Telling Lies in America --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Path (Raw):       Telling Lies in America --[release_year]--> 1997 --[(INV) release_year]--> The Eel --[release_year]--> 1997
Neg LogProb(↓):   2.789661
Path Entropy(↓):  4.498424
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of mr. mom
Start Entity:     Mr. Mom
Gold Answer:      [['The Man with One Red Shoe', 'Love at First Bite', 'Necessary Roughness']]
Predicted Ans:    Mr. Mom
Predicted Path:   Mr. Mom --[directed_by]--> Stan Dragoti --[(INV) directed_by]--> Mr. Mom
Path (Raw):       Mr. Mom --[No Operation]--> Mr. Mom --[directed_by]--> Stan Dragoti --[(INV) directed_by]--> Mr. Mom
Neg LogProb(↓):   0.345558
Path Entropy(↓):  0.936963
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the movie return released
Start Entity:     Return
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Return --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Path (Raw):       Return --[release_year]--> 2011 --[(INV) release_year]--> Albatross --[release_year]--> 2011
Neg LogProb(↓):   2.834452
Path Entropy(↓):  4.582657
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted together with janet agren
Start Entity:     Janet Agren
Gold Answer:      [['Ivan Rassimov', 'Robert Kerman']]
Predicted Ans:    Robert Kerman
Predicted Path:   Janet Agren --[(INV) starred_actors]--> Eaten Alive! --[starred_actors]--> Robert Kerman
Path (Raw):       Janet Agren --[No Operation]--> Janet Agren --[(INV) starred_actors]--> Eaten Alive! --[starred_actors]--> Robert Kerman
Neg LogProb(↓):   0.000744
Path Entropy(↓):  0.006518
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of stephen hopkins written movies
Start Entity:     Stephen Hopkins
Gold Answer:      [['Jude Law', 'Charles McDougall', 'Ewan McGregor', 'Bob Hoskins']]
Predicted Ans:    Stephen Hopkins
Predicted Path:   Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[directed_by]--> Stephen Hopkins
Path (Raw):       Stephen Hopkins --[No Operation]--> Stephen Hopkins --[(INV) directed_by]--> Predator 2 --[directed_by]--> Stephen Hopkins
Neg LogProb(↓):   0.428186
Path Entropy(↓):  1.023078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in the love parade
Start Entity:     The Love Parade
Gold Answer:      [['Lowell S. Hawley', 'Dorothy Parker', 'Alan Campbell', 'Waldemar Young', 'Abe Burrows', 'Samuel Hoffenstein', 'Charles Lederer', 'Léopold Marchand', 'Lothar Schmidt', 'Paul Armont', 'Jules Verne', 'Dorothy Kingsley', 'Samson Raphaelson', 'Ernest Vajda', 'Albert Hackett', 'Frances Goodrich', 'David Belasco', 'Booth Tarkington', 'Hans Müller', 'Leopold Jacobson', 'George Marion Jr.', 'Viktor Léon', 'Leo Stein', 'John Lee Mahin', 'Thomas Bezucha', 'Rida Johnson Young']]
Predicted Ans:    Samson Raphaelson
Predicted Path:   The Love Parade --[starred_actors]--> Maurice Chevalier --[(INV) starred_actors]--> One Hour with You --[written_by]--> Samson Raphaelson
Path (Raw):       The Love Parade --[starred_actors]--> Maurice Chevalier --[(INV) starred_actors]--> One Hour with You --[written_by]--> Samson Raphaelson
Neg LogProb(↓):   0.859260
Path Entropy(↓):  1.605133
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by martian child actors
Start Entity:     Martian Child
Gold Answer:      [['Romance', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Martian Child --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[has_genre]--> Thriller
Path (Raw):       Martian Child --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[has_genre]--> Thriller
Neg LogProb(↓):   0.552243
Path Entropy(↓):  1.035157
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the woman on the beach
Start Entity:     The Woman on the Beach
Gold Answer:      [['Giulio Macchi', 'Renzo Avanzo', 'René Fauchois', 'Burgess Meredith', 'Vereen Bell', 'Jack Kirkland', 'André de Lorde', 'Julian Barry', 'George Sessions Perry', 'Charles Spaak', 'Rumer Godden', 'Maxim Gorky', 'Jarmo Lampela', 'Octave Mirbeau', 'Émile Zola', 'Jean Renoir', 'Robert Dillon', 'Prosper Mérimée']]
Predicted Ans:    Jean Renoir
Predicted Path:   The Woman on the Beach --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[written_by]--> Jean Renoir
Path (Raw):       The Woman on the Beach --[directed_by]--> Jean Renoir --[(INV) directed_by]--> French Cancan --[written_by]--> Jean Renoir
Neg LogProb(↓):   0.531205
Path Entropy(↓):  1.160890
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies starred by craig stevens were written by who
Start Entity:     Craig Stevens
Gold Answer:      [['William Alland', 'Jonas Ward', 'Martin Berkeley']]
Predicted Ans:    Jonas Ward
Predicted Path:   Craig Stevens --[(INV) starred_actors]--> Buchanan Rides Alone --[written_by]--> Jonas Ward
Path (Raw):       Craig Stevens --[No Operation]--> Craig Stevens --[(INV) starred_actors]--> Buchanan Rides Alone --[written_by]--> Jonas Ward
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Baran bo odar directed which movies
Start Entity:     Baran bo Odar
Gold Answer:      [['The Silence']]
Predicted Ans:    The Silence
Predicted Path:   Baran bo Odar --[(INV) directed_by]--> The Silence --[directed_by]--> Baran bo Odar --[(INV) directed_by]--> The Silence
Path (Raw):       Baran bo Odar --[(INV) directed_by]--> The Silence --[directed_by]--> Baran bo Odar --[(INV) directed_by]--> The Silence
Neg LogProb(↓):   0.000047
Path Entropy(↓):  0.000521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of johnny guitar
Start Entity:     Johnny Guitar
Gold Answer:      [['Curd Jürgens', 'Farley Granger', 'Jane Russell', 'Jeffrey Hunter', 'Ida Lupino', 'Susan Hayward', 'Cary Grant', 'Robert Wagner', 'Arthur Hunnicutt', 'William Bendix', 'Lee J. Cobb', 'Lizabeth Scott', 'Marie Prevost', 'Cyd Charisse', 'David Niven', 'Robert Mitchum', "Cathy O'Donnell", 'Charlton Heston', 'Ward Bond', 'Viveca Lindfors', 'Christopher Plummer', 'Gypsy Rose Lee', 'Gloria Grahame', 'Ruth Roman', 'James Cagney', 'James Dean', 'Robert Ryan', 'John Wayne', 'Melvyn Douglas', 'Robert Taylor', 'Walter Matthau', 'Jean Hersholt', 'Loretta Young', 'Richard Burton', 'Ava Gardner', 'Joan Fontaine', 'Parker Posey', 'John Derek', 'Humphrey Bogart', "Maureen O'Hara", 'Thomas Meighan', 'Louis Wolheim', 'James Mason', 'Barbara Rush', 'Arthur Kennedy']]
Predicted Ans:    Robert Mitchum
Predicted Path:   Johnny Guitar --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Path (Raw):       Johnny Guitar --[directed_by]--> Nicholas Ray --[(INV) directed_by]--> The Racket --[starred_actors]--> Robert Mitchum
Neg LogProb(↓):   1.166066
Path Entropy(↓):  2.138968
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films have the same director of forever strong
Start Entity:     Forever Strong
Gold Answer:      [['Age of the Dragons', 'Saints and Soldiers']]
Predicted Ans:    Forever Strong
Predicted Path:   Forever Strong --[directed_by]--> Ryan Little --[(INV) directed_by]--> Forever Strong
Path (Raw):       Forever Strong --[No Operation]--> Forever Strong --[directed_by]--> Ryan Little --[(INV) directed_by]--> Forever Strong
Neg LogProb(↓):   0.040823
Path Entropy(↓):  0.177154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person directed the movies written by frederick o'brien
Start Entity:     Frederick O'Brien
Gold Answer:      [['W.S. Van Dyke']]
Predicted Ans:    W.S. Van Dyke
Predicted Path:   Frederick O'Brien --[(INV) written_by]--> White Shadows in the South Seas --[directed_by]--> W.S. Van Dyke
Path (Raw):       Frederick O'Brien --[No Operation]--> Frederick O'Brien --[(INV) written_by]--> White Shadows in the South Seas --[directed_by]--> W.S. Van Dyke
Neg LogProb(↓):   0.000012
Path Entropy(↓):  0.000146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of divergent
Start Entity:     Divergent
Gold Answer:      [['John Travolta', 'Meryl Streep', 'Kristen Stewart', 'Sam Claflin', 'Minnie Driver', 'Tommy Lee Jones', 'Steve Carell', 'Chris Hemsworth', 'Robert De Niro', 'Colin Firth', 'Heather Graham', 'Charlize Theron']]
Predicted Ans:    Tommy Lee Jones
Predicted Path:   Divergent --[written_by]--> Vanessa Taylor --[(INV) written_by]--> Hope Springs --[starred_actors]--> Tommy Lee Jones
Path (Raw):       Divergent --[written_by]--> Vanessa Taylor --[(INV) written_by]--> Hope Springs --[starred_actors]--> Tommy Lee Jones
Neg LogProb(↓):   0.648149
Path Entropy(↓):  1.178904
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the main language in the year of the hare
Start Entity:     The Year of the Hare
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   The Year of the Hare --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Path (Raw):       The Year of the Hare --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Neg LogProb(↓):   0.961450
Path Entropy(↓):  2.016315
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by max keiser
Start Entity:     Max Keiser
Gold Answer:      [['Ross Ashcroft']]
Predicted Ans:    Ross Ashcroft
Predicted Path:   Max Keiser --[(INV) starred_actors]--> Four Horsemen --[written_by]--> Ross Ashcroft
Path (Raw):       Max Keiser --[No Operation]--> Max Keiser --[(INV) starred_actors]--> Four Horsemen --[written_by]--> Ross Ashcroft
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the hundred - foot journey
Start Entity:     The Hundred-Foot Journey
Gold Answer:      [['Emily Blunt', 'Jennifer Lopez', 'Juliette Lewis', 'Holly Hunter', 'Kevin Spacey', 'Julianne Moore', 'Judi Dench', 'Gena Rowlands', 'Channing Tatum', 'Tomas von Brömssen', 'Anton Glanzelius', 'Melinda Kinnaman', 'Robert Redford', 'Julianne Hough', 'François Cluzet', 'Dennis Quaid', 'Julia Roberts', 'Johnny Depp', 'Amanda Seyfried', 'Leonardo DiCaprio', 'Heath Ledger', 'Cate Blanchett', 'Robert Duvall', 'Isaach De Bankolé', 'Giulia Boschi', 'Laura San Giacomo', 'Richard Dreyfuss', 'Danny Aiello', 'Morgan Freeman', 'Amr Waked']]
Predicted Ans:    Tomas von Brömssen
Predicted Path:   The Hundred-Foot Journey --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[starred_actors]--> Tomas von Brömssen
Path (Raw):       The Hundred-Foot Journey --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[starred_actors]--> Tomas von Brömssen
Neg LogProb(↓):   1.076147
Path Entropy(↓):  2.220089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies directed by the director of bombshell
Start Entity:     Bombshell
Gold Answer:      [['1939', '1948', '1942', '2004', '1920', '1938', '1926', '1932', '1941', '1937', '1931', '1943']]
Predicted Ans:    1931
Predicted Path:   Bombshell --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1931
Path (Raw):       Bombshell --[directed_by]--> Victor Fleming --[(INV) directed_by]--> Dr. Jekyll and Mr. Hyde --[release_year]--> 1931
Neg LogProb(↓):   1.261446
Path Entropy(↓):  2.495821
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed l'enfer
Start Entity:     L'Enfer
Gold Answer:      [['Drama', 'Thriller', 'Comedy', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   L'Enfer --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Wedding in Blood --[has_genre]--> Thriller
Path (Raw):       L'Enfer --[directed_by]--> Claude Chabrol --[(INV) directed_by]--> Wedding in Blood --[has_genre]--> Thriller
Neg LogProb(↓):   0.693502
Path Entropy(↓):  1.131219
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by john astin were directed by who
Start Entity:     John Astin
Gold Answer:      [['Christopher Leitch', 'Peter Jackson', 'Gary Nelson']]
Predicted Ans:    Christopher Leitch
Predicted Path:   John Astin --[(INV) starred_actors]--> Teen Wolf Too --[directed_by]--> Christopher Leitch
Path (Raw):       John Astin --[No Operation]--> John Astin --[(INV) starred_actors]--> Teen Wolf Too --[directed_by]--> Christopher Leitch
Neg LogProb(↓):   0.654708
Path Entropy(↓):  0.925553
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of the flim - flam man
Start Entity:     The Flim-Flam Man
Gold Answer:      [['Up the Sandbox', 'Stakeout on Dope Street', 'Loving', 'Eyes of Laura Mars', 'A Fine Madness', 'Never Say Never Again', 'RoboCop 2', 'The Return of a Man Called Horse']]
Predicted Ans:    The Return of a Man Called Horse
Predicted Path:   The Flim-Flam Man --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> The Return of a Man Called Horse
Path (Raw):       The Flim-Flam Man --[No Operation]--> The Flim-Flam Man --[directed_by]--> Irvin Kershner --[(INV) directed_by]--> The Return of a Man Called Horse
Neg LogProb(↓):   0.984614
Path Entropy(↓):  1.583109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of the kite runner
Start Entity:     The Kite Runner
Gold Answer:      [['Family', 'Drama', 'Action', 'Horror', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   The Kite Runner --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[has_genre]--> Drama
Path (Raw):       The Kite Runner --[directed_by]--> Marc Forster --[(INV) directed_by]--> The Kite Runner --[has_genre]--> Drama
Neg LogProb(↓):   0.036889
Path Entropy(↓):  0.191770
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with clement virgo
Start Entity:     Clement Virgo
Gold Answer:      [['Chaz Thorne', 'Tamara Berger']]
Predicted Ans:    Tamara Berger
Predicted Path:   Clement Virgo --[(INV) written_by]--> Lie with Me --[written_by]--> Tamara Berger
Path (Raw):       Clement Virgo --[No Operation]--> Clement Virgo --[(INV) written_by]--> Lie with Me --[written_by]--> Tamara Berger
Neg LogProb(↓):   0.099737
Path Entropy(↓):  0.327267
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the screenwriter with in the loop
Start Entity:     In the Loop
Gold Answer:      [['Alan Partridge']]
Predicted Ans:    Alan Partridge
Predicted Path:   In the Loop --[written_by]--> Armando Iannucci --[(INV) written_by]--> Alan Partridge
Path (Raw):       In the Loop --[No Operation]--> In the Loop --[written_by]--> Armando Iannucci --[(INV) written_by]--> Alan Partridge
Neg LogProb(↓):   0.855333
Path Entropy(↓):  1.461355
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in lapland odyssey
Start Entity:     Lapland Odyssey
Gold Answer:      [['Jasper Pääkkönen', 'Pamela Tola', 'Jussi Vatanen', 'Timo Lavikainen']]
Predicted Ans:    Jussi Vatanen
Predicted Path:   Lapland Odyssey --[starred_actors]--> Jussi Vatanen --[(INV) starred_actors]--> Lapland Odyssey --[starred_actors]--> Jussi Vatanen
Path (Raw):       Lapland Odyssey --[starred_actors]--> Jussi Vatanen --[(INV) starred_actors]--> Lapland Odyssey --[starred_actors]--> Jussi Vatanen
Neg LogProb(↓):   0.288866
Path Entropy(↓):  0.939640
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the movies starred by the egg and i actors
Start Entity:     The Egg and I
Gold Answer:      [['George Cukor', 'Edward Dmytryk', 'William A. Seiter', 'Cecil B. DeMille', 'Rudolph Maté', 'Gilles Mimouni', 'Preston Sturges', 'Jean Negulesco', 'Richard Thorpe', 'Richard Quine', 'Warren Beatty', 'Billy Wilder', 'John M. Stahl', 'John Ford', 'Dorothy Arzner', 'George Marshall', 'Frank Lloyd', 'Daniela Thomas', 'Henry King', 'Frank Capra', 'William K. Howard', 'Douglas Sirk', 'Ernst Lubitsch', 'Wesley Ruggles', 'Curtis Bernhardt', 'Mitchell Leisen', 'Paul Wendkos', 'Buck Henry', 'Vincente Minnelli', 'Charles Barton', 'Walter Salles', 'Jack Conway', 'Norman Tokar', 'George Stevens', 'Eduardo Mignogna', 'Joseph L. Mankiewicz', 'Robert Stevenson', 'Mark Sandrich']]
Predicted Ans:    Billy Wilder
Predicted Path:   The Egg and I --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Path (Raw):       The Egg and I --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> Double Indemnity --[directed_by]--> Billy Wilder
Neg LogProb(↓):   1.234617
Path Entropy(↓):  2.108975
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by marjorie david
Start Entity:     Marjorie David
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Marjorie David --[(INV) written_by]--> Shy People --[has_genre]--> Drama
Path (Raw):       Marjorie David --[No Operation]--> Marjorie David --[(INV) written_by]--> Shy People --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with mademoiselle fall under
Start Entity:     Mademoiselle
Gold Answer:      [['Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Mademoiselle --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Elevator to the Gallows --[has_genre]--> Crime
Path (Raw):       Mademoiselle --[starred_actors]--> Jeanne Moreau --[(INV) starred_actors]--> Elevator to the Gallows --[has_genre]--> Crime
Neg LogProb(↓):   0.069215
Path Entropy(↓):  0.353677
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with hopscotch
Start Entity:     Hopscotch
Gold Answer:      [['Death Wish', 'The Whisperers', 'Death Sentence', 'The Stepfather', 'Death Wish II', 'The Naked Face', 'The Angry Silence', 'The League of Gentlemen', 'The Last Hard Men', 'Chaplin', 'The L-Shaped Room', 'Only Two Can Play', 'King Rat']]
Predicted Ans:    The Naked Face
Predicted Path:   Hopscotch --[written_by]--> Bryan Forbes --[(INV) written_by]--> The Naked Face
Path (Raw):       Hopscotch --[No Operation]--> Hopscotch --[written_by]--> Bryan Forbes --[(INV) written_by]--> The Naked Face
Neg LogProb(↓):   0.736586
Path Entropy(↓):  1.630282
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred movies for the writer of the umbrellas of cherbourg
Start Entity:     The Umbrellas of Cherbourg
Gold Answer:      [['Charles Bronson', 'Gary Lockwood', 'Alexandra Hay', 'Anouk Aimée', 'Susan George', 'George Chakiris', 'Françoise Dorléac', 'Catherine Deneuve', 'Jacques Perrin', 'Claude Mann', 'Jean Marais', 'Jeanne Moreau']]
Predicted Ans:    Catherine Deneuve
Predicted Path:   The Umbrellas of Cherbourg --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[starred_actors]--> Catherine Deneuve
Path (Raw):       The Umbrellas of Cherbourg --[written_by]--> Jacques Demy --[(INV) written_by]--> The Umbrellas of Cherbourg --[starred_actors]--> Catherine Deneuve
Neg LogProb(↓):   0.626657
Path Entropy(↓):  0.935252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed she wouldn't say yes
Start Entity:     She Wouldn't Say Yes
Gold Answer:      [['Alexander Hall']]
Predicted Ans:    Alexander Hall
Predicted Path:   She Wouldn't Say Yes --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[directed_by]--> Alexander Hall
Path (Raw):       She Wouldn't Say Yes --[directed_by]--> Alexander Hall --[(INV) directed_by]--> Here Comes Mr. Jordan --[directed_by]--> Alexander Hall
Neg LogProb(↓):   0.625613
Path Entropy(↓):  0.697487
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by joel grey
Start Entity:     Joel Grey
Gold Answer:      [['Western', 'Mystery', 'Musical']]
Predicted Ans:    Western
Predicted Path:   Joel Grey --[(INV) starred_actors]--> Buffalo Bill and the Indians, or Sitting Bull's History Lesson --[has_genre]--> Western
Path (Raw):       Joel Grey --[No Operation]--> Joel Grey --[(INV) starred_actors]--> Buffalo Bill and the Indians, or Sitting Bull's History Lesson --[has_genre]--> Western
Neg LogProb(↓):   0.066675
Path Entropy(↓):  0.252081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred films for the director of last year at marienbad
Start Entity:     Last Year at Marienbad
Gold Answer:      [['John Gielgud', 'Pierre Arditi', 'David Warner', 'Ingrid Thulin', 'Yves Montand', 'Ellen Burstyn', 'Sabine Azéma', 'Geneviève Bujold', 'André Dussollier', 'Dirk Bogarde']]
Predicted Ans:    Sabine Azéma
Predicted Path:   Last Year at Marienbad --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[starred_actors]--> Sabine Azéma
Path (Raw):       Last Year at Marienbad --[directed_by]--> Alain Resnais --[(INV) directed_by]--> Smoking/No Smoking --[starred_actors]--> Sabine Azéma
Neg LogProb(↓):   0.055935
Path Entropy(↓):  0.295468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor barry corbin is a co - star of who
Start Entity:     Barry Corbin
Gold Answer:      [['Mario Van Peebles', 'William Sadler', 'Kenny Rogers', 'Erin Gray', 'Diane Lane', 'Annie Clark']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   Barry Corbin --[(INV) starred_actors]--> Solo --[starred_actors]--> Mario Van Peebles
Path (Raw):       Barry Corbin --[No Operation]--> Barry Corbin --[(INV) starred_actors]--> Solo --[starred_actors]--> Mario Van Peebles
Neg LogProb(↓):   0.002859
Path Entropy(↓):  0.022831
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did laurel holloman act in
Start Entity:     Laurel Holloman
Gold Answer:      [['The Incredibly True Adventure of Two Girls in Love']]
Predicted Ans:    The Incredibly True Adventure of Two Girls in Love
Predicted Path:   Laurel Holloman --[(INV) starred_actors]--> The Incredibly True Adventure of Two Girls in Love --[starred_actors]--> Laurel Holloman --[(INV) starred_actors]--> The Incredibly True Adventure of Two Girls in Love
Path (Raw):       Laurel Holloman --[(INV) starred_actors]--> The Incredibly True Adventure of Two Girls in Love --[starred_actors]--> Laurel Holloman --[(INV) starred_actors]--> The Incredibly True Adventure of Two Girls in Love
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000232
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films directed by nicole garcia
Start Entity:     Nicole Garcia
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Nicole Garcia --[(INV) directed_by]--> The Adversary --[in_language]--> French
Path (Raw):       Nicole Garcia --[No Operation]--> Nicole Garcia --[(INV) directed_by]--> The Adversary --[in_language]--> French
Neg LogProb(↓):   0.000279
Path Entropy(↓):  0.002560
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the air doll director
Start Entity:     Air Doll
Gold Answer:      [['Teru Miyamoto', 'Hirokazu Koreeda']]
Predicted Ans:    Teru Miyamoto
Predicted Path:   Air Doll --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Maborosi --[written_by]--> Teru Miyamoto
Path (Raw):       Air Doll --[directed_by]--> Hirokazu Koreeda --[(INV) directed_by]--> Maborosi --[written_by]--> Teru Miyamoto
Neg LogProb(↓):   0.299244
Path Entropy(↓):  0.581855
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director nikolaj arcel
Start Entity:     Nikolaj Arcel
Gold Answer:      [['Nicolas Bro', 'Anders W. Berthelsen', 'Mads Mikkelsen', 'Alicia Vikander']]
Predicted Ans:    Nicolas Bro
Predicted Path:   Nikolaj Arcel --[(INV) directed_by]--> King's Game --[starred_actors]--> Nicolas Bro
Path (Raw):       Nikolaj Arcel --[No Operation]--> Nikolaj Arcel --[(INV) directed_by]--> King's Game --[starred_actors]--> Nicolas Bro
Neg LogProb(↓):   0.751804
Path Entropy(↓):  1.434655
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed the funeral
Start Entity:     The Funeral
Gold Answer:      [['French']]
Predicted Ans:    Japanese
Predicted Path:   The Funeral --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> The Funeral --[in_language]--> Japanese
Path (Raw):       The Funeral --[directed_by]--> Abel Ferrara --[(INV) directed_by]--> The Funeral --[in_language]--> Japanese
Neg LogProb(↓):   0.349534
Path Entropy(↓):  0.610007
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who starred in the razor's edge
Start Entity:     The Razor's Edge
Gold Answer:      [['Denholm Elliott', 'Theresa Russell', 'Bill Murray', 'Catherine Hicks']]
Predicted Ans:    Gene Tierney
Predicted Path:   The Razor's Edge --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[starred_actors]--> Gene Tierney
Path (Raw):       The Razor's Edge --[starred_actors]--> Gene Tierney --[(INV) starred_actors]--> A Bell for Adano --[starred_actors]--> Gene Tierney
Neg LogProb(↓):   0.399878
Path Entropy(↓):  0.704395
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What languages are the films that share writers with don't look back in
Start Entity:     Don't Look Back
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Don't Look Back --[directed_by]--> Marina de Van --[(INV) directed_by]--> Don't Look Back --[in_language]--> French
Path (Raw):       Don't Look Back --[directed_by]--> Marina de Van --[(INV) directed_by]--> Don't Look Back --[in_language]--> French
Neg LogProb(↓):   0.070056
Path Entropy(↓):  0.308545
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what the benchwarmers is about
Start Entity:     The Benchwarmers
Gold Answer:      [['david spade', 'rob schneider']]
Predicted Ans:    rob schneider
Predicted Path:   The Benchwarmers --[has_tags]--> rob schneider --[(INV) has_tags]--> The Animal --[has_tags]--> rob schneider
Path (Raw):       The Benchwarmers --[has_tags]--> rob schneider --[(INV) has_tags]--> The Animal --[has_tags]--> rob schneider
Neg LogProb(↓):   0.104114
Path Entropy(↓):  0.322610
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the sandpiper
Start Entity:     The Sandpiper
Gold Answer:      [['Fred Astaire', 'Judy Garland', 'George Hamilton', 'Steve Martin', 'Judy Holliday', 'Van Johnson', 'Louis Jourdan', 'Van Heflin', 'Ethel Barrymore', 'Joan Bennett', 'Walter Pidgeon', 'Lana Turner', 'Elizabeth Taylor', 'Katharine Hepburn', 'Leslie Caron', 'Isabelle Huppert', 'Gregory Peck', 'Desi Arnaz', 'Diane Keaton', 'Anthony Quinn', 'Richard Widmark', 'James Mason', 'Kieran Culkin', 'Cyd Charisse', "Margaret O'Brien", 'Robert Mitchum', 'Dick Powell', 'Kay Kendall', 'Dean Martin', 'Jennifer Jones', 'Gaby Morlay', 'Jean Tissier', 'Yvonne de Bray', 'Rex Harrison', 'Marjorie Main', 'Gloria Grahame', 'George Peppard', 'Robert Walker', 'Lucille Ball', 'Lauren Bacall', 'Lucille Bremer', 'Fanny Brice', 'Georges Guétary', 'Pier Angeli', 'John Kerr', 'Edward Andrews', 'Shirley MacLaine', 'Edward G. Robinson', 'Glenn Ford', 'Oscar Levant', 'Sandra Dee', 'Don Taylor', 'Robert Taylor', 'Leif Erickson', 'Mildred Natwick', 'Kirk Douglas', 'James Donald', 'Pamela Brown', 'Gene Kelly', 'Martha Hyer', 'Frank Morgan', 'Frank Sinatra', 'Spencer Tracy', 'Mary Astor', 'Keenan Wynn', 'Deborah Kerr', 'Eleanor Parker', 'John Saxon']]
Predicted Ans:    Isabelle Huppert
Predicted Path:   The Sandpiper --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[starred_actors]--> Isabelle Huppert
Path (Raw):       The Sandpiper --[directed_by]--> Vincente Minnelli --[(INV) directed_by]--> Madame Bovary --[starred_actors]--> Isabelle Huppert
Neg LogProb(↓):   1.182484
Path Entropy(↓):  2.029993
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film my soul to take
Start Entity:     My Soul to Take
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   My Soul to Take --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       My Soul to Take --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.769717
Path Entropy(↓):  4.358400
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of big bully
Start Entity:     Big Bully
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Big Bully --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Big Bully --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.662750
Path Entropy(↓):  5.101919
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the writer yuri german
Start Entity:     Yuri German
Gold Answer:      [['Rolan Bykov']]
Predicted Ans:    Rolan Bykov
Predicted Path:   Yuri German --[(INV) written_by]--> Trial on the Road --[starred_actors]--> Rolan Bykov
Path (Raw):       Yuri German --[No Operation]--> Yuri German --[(INV) written_by]--> Trial on the Road --[starred_actors]--> Rolan Bykov
Neg LogProb(↓):   0.000004
Path Entropy(↓):  0.000056
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was darby o'gill and the little people released
Start Entity:     Darby O'Gill and the Little People
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   Darby O'Gill and the Little People --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       Darby O'Gill and the Little People --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   2.042091
Path Entropy(↓):  3.809468
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film bringing out the dead
Start Entity:     Bringing Out the Dead
Gold Answer:      [['Walter Hill', 'Ole Bornedal', 'Mike Nichols', 'Robin Hardy', 'Sylvie Verheyde', 'George Gallo', 'David Lynch', 'Gore Verbinski', 'Richard Linklater', 'Michael Bay', 'Lee Tamahori', 'Leonard Nimoy', 'Robert Bierman', 'Gregory Hoblit', 'Greg Marcks', 'John G. Avildsen', 'Glenn Jordan', 'George C. Scott', 'Sönke Wortmann', 'Scott Walker', 'Brian Levant', 'Joel Coen', 'David Gordon Green', 'Roger Donaldson', 'Andrew Niccol', 'Frank Marshall', 'David Silverman', 'John Erman', 'Dan Scanlon', 'Chris Sanders', 'Alex Proyas', 'Richard Benjamin', 'Jon Turteltaub', 'John Woo', 'Sally Potter', 'David Kendall', 'Harold Becker', 'Ridley Scott', 'Joel Schumacher', 'Martha Coolidge', 'Rich Cowan', 'Brad Silberling', 'Andrew Bergman', 'Brett Ratner', 'Tim Burton', 'Neil LaBute', 'Zack Snyder', 'Barbet Schroeder', 'David Green', 'Robby Henson', 'Alexandre Aja', 'Christopher Hampton', 'Vic Armstrong', 'David O. Russell', 'David Byrne', 'Oliver Stone', 'Christopher Coppola', 'Henry Hathaway', 'Ben Affleck', 'Alan Parker', 'Sam Pillsbury', 'Bryan Gordon', 'Hugh Wilson', 'Stefan Ruzowitzky', 'George A. Romero', 'Dominic Sena', 'Paul Schrader', 'Keoni Waxman', 'John Singleton', 'Roel Reiné', 'Luis Mandoki', 'Pete Docter', 'Anders Anderson', 'Norman Jewison', 'Lee Unkrich', 'John A. Davis', 'Brian De Palma', 'Elia Kazan', 'George Cukor', 'Paco Cabezas', 'Taylor Hackford', 'Roland Joffé', 'David Caesar', 'Tony Scott', 'Ethan Coen', 'Matt Aselton', 'Charles Jarrott', 'Duane Crichton', 'Jim McBride', 'John Boorman', 'Michel Gondry', 'Joe Dante', 'Patrick Lussier', 'Steven Spielberg', 'Larry Charles', 'Rupert Wainwright', 'Mike Figgis']]
Predicted Ans:    George Gallo
Predicted Path:   Bringing Out the Dead --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Path (Raw):       Bringing Out the Dead --[starred_actors]--> Nicolas Cage --[(INV) starred_actors]--> Trapped in Paradise --[directed_by]--> George Gallo
Neg LogProb(↓):   1.072285
Path Entropy(↓):  1.498191
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed last summer in the hamptons
Start Entity:     Last Summer in the Hamptons
Gold Answer:      [['Henry Jaglom']]
Predicted Ans:    Henry Jaglom
Predicted Path:   Last Summer in the Hamptons --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Irene in Time --[directed_by]--> Henry Jaglom
Path (Raw):       Last Summer in the Hamptons --[directed_by]--> Henry Jaglom --[(INV) directed_by]--> Irene in Time --[directed_by]--> Henry Jaglom
Neg LogProb(↓):   0.407819
Path Entropy(↓):  0.847420
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in a storm in summer also appears in which films
Start Entity:     A Storm in Summer
Gold Answer:      [['Luv', "Maria's Lovers", '...All the Marbles', "Weekend at Bernie's II", 'Steam', 'One Night Stand', 'Murder by Death', 'Roommates', 'Castle Keep', 'Cat People', 'Anzio', 'Kansas', 'Happy New Year', 'Year of the Gun', 'Lakeboat', "Fathers' Day", 'Do the Right Thing', 'Mannequin', 'Terminal Velocity', 'Crackerjack', 'Faraway, So Close!', 'Night of the Running Man', 'The In-Laws', 'The Cheap Detective', 'Corky Romano', 'Husbands', 'Harem', 'Fresh Horses', 'Revolution', 'Murder, Inc.', 'Penelope', 'Exposed', 'Savior', 'The Great Race', "The Brink's Job", "St. Elmo's Fire", 'Unfaithfully Yours', 'Big Trouble', 'One from the Heart', 'Heaven Help Us', 'An American Rhapsody', 'Take a Giant Step', 'Tess', 'Mikey and Nicky', 'A Raisin in the Sun', 'Less Than Zero', 'Class', "Weekend at Bernie's", 'Griffin and Phoenix']]
Predicted Ans:    Anzio
Predicted Path:   A Storm in Summer --[starred_actors]--> Peter Falk --[(INV) starred_actors]--> Anzio
Path (Raw):       A Storm in Summer --[starred_actors]--> Peter Falk --[No Operation]--> Peter Falk --[(INV) starred_actors]--> Anzio
Neg LogProb(↓):   0.906358
Path Entropy(↓):  1.731873
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies written by mark a. lewis
Start Entity:     Mark A. Lewis
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Horror
Predicted Path:   Mark A. Lewis --[(INV) written_by]--> The Thaw --[has_genre]--> Horror
Path (Raw):       Mark A. Lewis --[No Operation]--> Mark A. Lewis --[(INV) written_by]--> The Thaw --[has_genre]--> Horror
Neg LogProb(↓):   0.381927
Path Entropy(↓):  0.624950
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor of puff, puff, pass also starred in which movies
Start Entity:     Puff, Puff, Pass
Gold Answer:      [["Hell's Kitchen", 'O', 'I Still Know What You Did Last Summer', '8 Mile', 'Paid in Full', 'High School High', 'Honey', 'Uninvited Guest', 'Clockers']]
Predicted Ans:    Clockers
Predicted Path:   Puff, Puff, Pass --[starred_actors]--> Mekhi Phifer --[(INV) starred_actors]--> Clockers
Path (Raw):       Puff, Puff, Pass --[starred_actors]--> Mekhi Phifer --[No Operation]--> Mekhi Phifer --[(INV) starred_actors]--> Clockers
Neg LogProb(↓):   0.475925
Path Entropy(↓):  1.079534
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of the girl in a swing starred who
Start Entity:     The Girl in a Swing
Gold Answer:      [['Vincent Price', 'Christopher Lee']]
Predicted Ans:    Vincent Price
Predicted Path:   The Girl in a Swing --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Path (Raw):       The Girl in a Swing --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> Cry of the Banshee --[starred_actors]--> Vincent Price
Neg LogProb(↓):   0.023002
Path Entropy(↓):  0.110888
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the films dancer in the dark are written by who
Start Entity:     Dancer in the Dark
Gold Answer:      [['Carl Theodor Dreyer', 'Euripides', 'Jørgen Leth', 'Pier Paolo Pasolini', 'Niels Vørsel', 'Lars von Trier']]
Predicted Ans:    Lars von Trier
Predicted Path:   Dancer in the Dark --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[written_by]--> Lars von Trier
Path (Raw):       Dancer in the Dark --[directed_by]--> Lars von Trier --[(INV) directed_by]--> Medea --[written_by]--> Lars von Trier
Neg LogProb(↓):   0.317445
Path Entropy(↓):  0.965153
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor jessica lange co - starred with who
Start Entity:     Jessica Lange
Gold Answer:      [['Juliette Lewis', 'Gene Tierney', 'Dustin Hoffman', 'Polly Walker', 'Jodhi May', 'Michael Gambon', 'Johnathon Schaech', 'Jennifer Jason Leigh', 'Oscar Isaac', 'Lana Turner', 'Marlon Brando', 'Anthony Hopkins', 'Jack Nicholson', 'Robert De Niro', 'Gregory Peck', 'John Hurt', 'Carrie Snodgress', 'Ken Howard', 'James Caan', 'Adrien Brody', 'Kim Stanley', 'Richard Widmark', 'Charles Grodin', "Chris O'Donnell", 'Alec Baldwin', 'Robert Mitchum', 'Hume Cronyn', 'Sam Shepard', 'Christine Bottomley', 'Halle Berry', 'Nick Nolte', 'Lauren Hutton', 'Michelle Pfeiffer', 'Karl Malden', 'Dennis Quaid', 'Ewan McGregor', 'Elizabeth Olsen', 'Vivien Leigh', 'Treat Williams', 'Jason Robards', 'Dabney Coleman', 'Powers Boothe', 'Polly Bergen', 'Jeanne Tripplehorn', 'Liam Neeson', 'Diane Lane', 'Naomi Watts', 'Gwyneth Paltrow', 'Donald Moffat', 'Billy Crudup', 'Kim Hunter', 'Jeff Bridges', 'Albert Finney', 'Ann Wedgeworth', 'David Clennon', 'Cecil Kellaway', 'John Garfield', 'Frederic Forrest', 'Googie Withers', 'Teri Garr', 'William Ash', 'John Goodman', 'Mark Wahlberg', 'Tim Roth', 'Timothy Hutton', 'Drew Barrymore', 'Paul Sorvino', 'Ed Harris', 'Robert Armstrong', 'Joan Cusack', 'Fay Wray', 'Bruce Cabot', 'Jack Black', 'Tom Felton', 'Tommy Lee Jones']]
Predicted Ans:    Jessica Lange
Predicted Path:   Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[starred_actors]--> Jessica Lange
Path (Raw):       Jessica Lange --[No Operation]--> Jessica Lange --[(INV) starred_actors]--> The Postman Always Rings Twice --[starred_actors]--> Jessica Lange
Neg LogProb(↓):   0.429767
Path Entropy(↓):  1.124057
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What did turner clay direct
Start Entity:     Turner Clay
Gold Answer:      [['State of Emergency']]
Predicted Ans:    State of Emergency
Predicted Path:   Turner Clay --[(INV) directed_by]--> State of Emergency --[directed_by]--> Turner Clay --[(INV) directed_by]--> State of Emergency
Path (Raw):       Turner Clay --[(INV) directed_by]--> State of Emergency --[directed_by]--> Turner Clay --[(INV) directed_by]--> State of Emergency
Neg LogProb(↓):   0.003741
Path Entropy(↓):  0.026326
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by oz zehavi fall under
Start Entity:     Oz Zehavi
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Oz Zehavi --[(INV) starred_actors]--> Yossi --[has_genre]--> Drama
Path (Raw):       Oz Zehavi --[No Operation]--> Oz Zehavi --[(INV) starred_actors]--> Yossi --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with play it again, sam in
Start Entity:     Play It Again, Sam
Gold Answer:      [['Portuguese', 'English', 'Greek', 'Czech', 'Japanese', 'Italian', 'Spanish']]
Predicted Ans:    English
Predicted Path:   Play It Again, Sam --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Path (Raw):       Play It Again, Sam --[written_by]--> Woody Allen --[(INV) written_by]--> You Will Meet a Tall Dark Stranger --[in_language]--> English
Neg LogProb(↓):   0.004049
Path Entropy(↓):  0.033583
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies was justin lin the writer of
Start Entity:     Justin Lin
Gold Answer:      [['Better Luck Tomorrow']]
Predicted Ans:    Better Luck Tomorrow
Predicted Path:   Justin Lin --[(INV) written_by]--> Better Luck Tomorrow --[written_by]--> Justin Lin --[(INV) written_by]--> Better Luck Tomorrow
Path (Raw):       Justin Lin --[(INV) written_by]--> Better Luck Tomorrow --[written_by]--> Justin Lin --[(INV) written_by]--> Better Luck Tomorrow
Neg LogProb(↓):   0.001157
Path Entropy(↓):  0.009462
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in the mark of zorro
Start Entity:     The Mark of Zorro
Gold Answer:      [['1980', '1946', '1954', '1944', '1959', '1936', '1935', '1941', '1984', '2007', '1939', '1957', '1951', '1947', '1956', '1943', '1948', '1942', '1940', '1938', '2002', '1955', '2011', '1978', '2000', '1949', '1966', '1950', '1965', '1945', '1987', '1986', '1937', '1930']]
Predicted Ans:    1978
Predicted Path:   The Mark of Zorro --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Path (Raw):       The Mark of Zorro --[starred_actors]--> Basil Rathbone --[(INV) starred_actors]--> The Hound of the Baskervilles --[release_year]--> 1978
Neg LogProb(↓):   1.636592
Path Entropy(↓):  3.067595
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the screenwriter of living out loud were directed by who
Start Entity:     Living Out Loud
Gold Answer:      [['Diane Keaton', 'Francis Lawrence', 'Terry Gilliam', 'Steven Soderbergh', 'Clint Eastwood', 'Bill Eagles', 'Richard LaGravenese', 'Barbra Streisand']]
Predicted Ans:    Richard LaGravenese
Predicted Path:   Living Out Loud --[written_by]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Path (Raw):       Living Out Loud --[written_by]--> Richard LaGravenese --[(INV) written_by]--> Beautiful Creatures --[directed_by]--> Richard LaGravenese
Neg LogProb(↓):   0.002249
Path Entropy(↓):  0.018525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie tales that witness madness were in which genres
Start Entity:     Tales That Witness Madness
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Tales That Witness Madness --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Torture Garden --[has_genre]--> Horror
Path (Raw):       Tales That Witness Madness --[directed_by]--> Freddie Francis --[(INV) directed_by]--> Torture Garden --[has_genre]--> Horror
Neg LogProb(↓):   0.516472
Path Entropy(↓):  0.931098
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie sleep, my love are directed by who
Start Entity:     Sleep, My Love
Gold Answer:      [['Sam Wood', 'George Cukor', 'Cecil B. DeMille', 'Chester Erskine', 'Stephen Herek', 'Tay Garnett', 'Preston Sturges', 'Jean Negulesco', 'Irving Cummings', 'Ron Howard', 'David Mamet', 'Warren Beatty', 'Henry Hathaway', 'Henry Koster', 'John M. Stahl', 'John Ford', 'Dorothy Arzner', 'Vincent Sherman', 'Frank Lloyd', 'Daniela Thomas', 'Henry King', 'Frank Capra', 'Douglas Sirk', 'Ernst Lubitsch', 'Archie Mayo', 'Wesley Ruggles', 'Mitchell Leisen', 'Buck Henry', 'Alfred Hitchcock', 'Richard Lester', 'Walter Salles', 'Jack Conway', 'Norman Krasna', 'Eduardo Mignogna', 'Joseph L. Mankiewicz', 'Mark Sandrich']]
Predicted Ans:    Wesley Ruggles
Predicted Path:   Sleep, My Love --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[directed_by]--> Wesley Ruggles
Path (Raw):       Sleep, My Love --[starred_actors]--> Claudette Colbert --[(INV) starred_actors]--> The Gilded Lily --[directed_by]--> Wesley Ruggles
Neg LogProb(↓):   0.357963
Path Entropy(↓):  0.950487
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in somewhere
Start Entity:     Somewhere
Gold Answer:      [['Greek', 'German']]
Predicted Ans:    German
Predicted Path:   Somewhere --[starred_actors]--> Stephen Dorff --[(INV) starred_actors]--> Backbeat --[in_language]--> German
Path (Raw):       Somewhere --[starred_actors]--> Stephen Dorff --[(INV) starred_actors]--> Backbeat --[in_language]--> German
Neg LogProb(↓):   0.000102
Path Entropy(↓):  0.001076
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the adjustment bureau
Start Entity:     The Adjustment Bureau
Gold Answer:      [['Max von Sydow', 'Arnold Schwarzenegger', 'Keanu Reeves', 'Tom Cruise', "Vincent D'Onofrio", 'Harrison Ford', 'Kate Beckinsale', 'Julianne Moore', 'Jennifer Rubin', 'Madeleine Stowe', 'Aaron Eckhart', 'Nicolas Cage', 'Ben Affleck', 'Uma Thurman', 'Paul Giamatti', 'Alanis Morissette', 'Rachel Ticotin', 'Sean Young', 'Matt Damon', 'Colin Farrell', 'Jessica Biel', 'Ronny Cox', 'Sharon Stone', 'Gary Sinise', 'Roy Dupuis', 'Bryan Cranston', 'Edward James Olmos', 'Rutger Hauer', 'Peter Weller']]
Predicted Ans:    Keanu Reeves
Predicted Path:   The Adjustment Bureau --[written_by]--> Philip K. Dick --[(INV) written_by]--> A Scanner Darkly --[starred_actors]--> Keanu Reeves
Path (Raw):       The Adjustment Bureau --[written_by]--> Philip K. Dick --[(INV) written_by]--> A Scanner Darkly --[starred_actors]--> Keanu Reeves
Neg LogProb(↓):   0.065093
Path Entropy(↓):  0.249280
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you describe movie the man from london in a few words
Start Entity:     The Man from London
Gold Answer:      [['béla tarr']]
Predicted Ans:    béla tarr
Predicted Path:   The Man from London --[has_tags]--> béla tarr --[(INV) has_tags]--> The Turin Horse --[has_tags]--> béla tarr
Path (Raw):       The Man from London --[has_tags]--> béla tarr --[(INV) has_tags]--> The Turin Horse --[has_tags]--> béla tarr
Neg LogProb(↓):   0.000011
Path Entropy(↓):  0.000144
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the man in the gray flannel suit
Start Entity:     The Man in the Gray Flannel Suit
Gold Answer:      [['Jennifer Jones', 'Gregory Peck', 'Marisa Pavan', 'Fredric March']]
Predicted Ans:    Gregory Peck
Predicted Path:   The Man in the Gray Flannel Suit --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Path (Raw):       The Man in the Gray Flannel Suit --[starred_actors]--> Gregory Peck --[(INV) starred_actors]--> Designing Woman --[starred_actors]--> Gregory Peck
Neg LogProb(↓):   0.234764
Path Entropy(↓):  0.911829
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is november
Start Entity:     November
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   November --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       November --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.473369
Path Entropy(↓):  2.596454
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by the a show of force director release
Start Entity:     A Show of Force
Gold Answer:      [['1998', '1976', '2000', '1997', '2008', '2003', '1996', '2013']]
Predicted Ans:    1997
Predicted Path:   A Show of Force --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Four Days in September --[release_year]--> 1997
Path (Raw):       A Show of Force --[directed_by]--> Bruno Barreto --[(INV) directed_by]--> Four Days in September --[release_year]--> 1997
Neg LogProb(↓):   1.124930
Path Entropy(↓):  1.753014
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in the waterdance
Start Entity:     The Waterdance
Gold Answer:      [['Romance', 'Biography', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Waterdance --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Path (Raw):       The Waterdance --[starred_actors]--> Helen Hunt --[(INV) starred_actors]--> What Women Want --[has_genre]--> Comedy
Neg LogProb(↓):   0.717995
Path Entropy(↓):  0.837378
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the ambassador
Start Entity:     The Ambassador
Gold Answer:      [['Mads Brügger']]
Predicted Ans:    Mads Brügger
Predicted Path:   The Ambassador --[written_by]--> Mads Brügger --[(INV) written_by]--> The Ambassador --[written_by]--> Mads Brügger
Path (Raw):       The Ambassador --[written_by]--> Mads Brügger --[(INV) written_by]--> The Ambassador --[written_by]--> Mads Brügger
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the glass key were in which genres
Start Entity:     The Glass Key
Gold Answer:      [['Drama', 'Comedy', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   The Glass Key --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[has_genre]--> Crime
Path (Raw):       The Glass Key --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[has_genre]--> Crime
Neg LogProb(↓):   0.198650
Path Entropy(↓):  0.597035
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by daria nicolodi
Start Entity:     Daria Nicolodi
Gold Answer:      [['Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   Daria Nicolodi --[(INV) written_by]--> Suspiria --[directed_by]--> Dario Argento
Path (Raw):       Daria Nicolodi --[No Operation]--> Daria Nicolodi --[(INV) written_by]--> Suspiria --[directed_by]--> Dario Argento
Neg LogProb(↓):   0.000727
Path Entropy(↓):  0.006400
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which topics is movie rules of engagement about
Start Entity:     Rules of Engagement
Gold Answer:      [['tommy lee jones', 'samuel l. jackson', 'william friedkin']]
Predicted Ans:    william friedkin
Predicted Path:   Rules of Engagement --[has_tags]--> william friedkin --[(INV) has_tags]--> Sorcerer --[has_tags]--> william friedkin
Path (Raw):       Rules of Engagement --[has_tags]--> william friedkin --[(INV) has_tags]--> Sorcerer --[has_tags]--> william friedkin
Neg LogProb(↓):   0.083983
Path Entropy(↓):  0.320844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by the director of chan is missing starred who
Start Entity:     Chan Is Missing
Gold Answer:      [['Jennifer Lopez', 'Peter Sarsgaard', 'Queen Latifah', 'Harvey Keitel', 'Maggie Cheung', 'Ralph Fiennes', 'Virginia Madsen', 'Michael Hui', 'Roseanne Barr', 'Lou Reed', 'Mel Gorham', 'Russell Wong', 'Jeremy Irons', 'Mary Elizabeth Mastrantonio', 'Tom Hulce', 'Natasha Richardson', 'Molly Parker', 'Gianna Jun', 'Archie Kao', 'Alec Guinness', 'Michael J. Fox', 'Victor Wong', 'Cora Miao']]
Predicted Ans:    Harvey Keitel
Predicted Path:   Chan Is Missing --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Smoke --[starred_actors]--> Harvey Keitel
Path (Raw):       Chan Is Missing --[directed_by]--> Wayne Wang --[(INV) directed_by]--> Smoke --[starred_actors]--> Harvey Keitel
Neg LogProb(↓):   0.850799
Path Entropy(↓):  1.372631
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by akiva goldsman release
Start Entity:     Akiva Goldsman
Gold Answer:      [['2001', '2006', '2014', '2004']]
Predicted Ans:    2006
Predicted Path:   Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[release_year]--> 2006
Path (Raw):       Akiva Goldsman --[No Operation]--> Akiva Goldsman --[(INV) written_by]--> The Da Vinci Code --[release_year]--> 2006
Neg LogProb(↓):   0.007856
Path Entropy(↓):  0.052118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of sam worthington starred movies
Start Entity:     Sam Worthington
Gold Answer:      [["Morgan O'Neill", 'Don McKellar', 'Dan Mazeau', 'Patrick Tobin', 'Massy Tadjedin', 'Robert Connolly', 'Steve Worland', 'Dein Perry', 'James Cameron']]
Predicted Ans:    Massy Tadjedin
Predicted Path:   Sam Worthington --[(INV) starred_actors]--> Last Night --[written_by]--> Massy Tadjedin
Path (Raw):       Sam Worthington --[No Operation]--> Sam Worthington --[(INV) starred_actors]--> Last Night --[written_by]--> Massy Tadjedin
Neg LogProb(↓):   0.227854
Path Entropy(↓):  0.676441
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films release whose directors also directed grand masti
Start Entity:     Grand Masti
Gold Answer:      [['2011', '1997', '2004']]
Predicted Ans:    2004
Predicted Path:   Grand Masti --[directed_by]--> Indra Kumar --[(INV) directed_by]--> Masti --[release_year]--> 2004
Path (Raw):       Grand Masti --[directed_by]--> Indra Kumar --[(INV) directed_by]--> Masti --[release_year]--> 2004
Neg LogProb(↓):   0.431866
Path Entropy(↓):  0.922644
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by mark medoff starred which actors
Start Entity:     Mark Medoff
Gold Answer:      [['Marlee Matlin', 'Shabana Azmi', 'William Hurt', 'Neil Patrick Harris', 'Patrick Swayze', 'Om Puri']]
Predicted Ans:    William Hurt
Predicted Path:   Mark Medoff --[(INV) written_by]--> Children of a Lesser God --[starred_actors]--> William Hurt
Path (Raw):       Mark Medoff --[No Operation]--> Mark Medoff --[(INV) written_by]--> Children of a Lesser God --[starred_actors]--> William Hurt
Neg LogProb(↓):   0.025393
Path Entropy(↓):  0.125488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director chad crawford kinkle
Start Entity:     Chad Crawford Kinkle
Gold Answer:      [['Larry Fessenden', 'Sean Bridgers', 'Lauren Ashley Carter']]
Predicted Ans:    Lauren Ashley Carter
Predicted Path:   Chad Crawford Kinkle --[(INV) directed_by]--> Jug Face --[starred_actors]--> Lauren Ashley Carter
Path (Raw):       Chad Crawford Kinkle --[No Operation]--> Chad Crawford Kinkle --[(INV) directed_by]--> Jug Face --[starred_actors]--> Lauren Ashley Carter
Neg LogProb(↓):   0.046828
Path Entropy(↓):  0.218249
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the main language in an unforgettable summer
Start Entity:     An Unforgettable Summer
Gold Answer:      [['French', 'Romanian']]
Predicted Ans:    Romanian
Predicted Path:   An Unforgettable Summer --[in_language]--> Romanian --[(INV) in_language]--> Closer to the Moon --[in_language]--> Romanian
Path (Raw):       An Unforgettable Summer --[in_language]--> Romanian --[(INV) in_language]--> Closer to the Moon --[in_language]--> Romanian
Neg LogProb(↓):   0.349046
Path Entropy(↓):  0.943636
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the film the gambler
Start Entity:     The Gambler
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Gambler --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Path (Raw):       The Gambler --[has_genre]--> Drama --[(INV) has_genre]--> Regarding Henry --[has_genre]--> Drama
Neg LogProb(↓):   4.533699
Path Entropy(↓):  5.787176
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with smiles of a summer night fall under
Start Entity:     Smiles of a Summer Night
Gold Answer:      [['Drama', 'Fantasy', 'Comedy', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Smiles of a Summer Night --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Summer Interlude --[has_genre]--> Drama
Path (Raw):       Smiles of a Summer Night --[directed_by]--> Ingmar Bergman --[(INV) directed_by]--> Summer Interlude --[has_genre]--> Drama
Neg LogProb(↓):   0.900114
Path Entropy(↓):  1.733145
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of ocean's 11
Start Entity:     Ocean's 11
Gold Answer:      [['Lewis Milestone']]
Predicted Ans:    Lewis Milestone
Predicted Path:   Ocean's 11 --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> Two Arabian Knights --[directed_by]--> Lewis Milestone
Path (Raw):       Ocean's 11 --[directed_by]--> Lewis Milestone --[(INV) directed_by]--> Two Arabian Knights --[directed_by]--> Lewis Milestone
Neg LogProb(↓):   0.282486
Path Entropy(↓):  0.796590
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of eric roberts acted films
Start Entity:     Eric Roberts
Gold Answer:      [['Jon Gunn', 'Jack Perez', 'Melissa Painter', "Declan O'Brien", 'Robert Benton', 'Alan Rudolph', 'Stuart Rosenberg', 'Phil Joanou', 'Brian Grant', 'Bob Fosse', 'Larry Cohen', 'Kevin Tenney', 'Victor Salva']]
Predicted Ans:    Victor Salva
Predicted Path:   Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Path (Raw):       Eric Roberts --[No Operation]--> Eric Roberts --[(INV) starred_actors]--> The Nature of the Beast --[directed_by]--> Victor Salva
Neg LogProb(↓):   0.502712
Path Entropy(↓):  1.212634
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie mona lisa
Start Entity:     Mona Lisa
Gold Answer:      [['1980', '1970', '1946', '2008', '2003', '1992', '1993', '2006', '1985', '1967', '1979', '1974', '1984', '2007', '1968', '2009', '2004', '1982', '1994', '1983', '1976', '1972', '1971', '1990', '1996', '2002', '1981', '2012', '2011', '1986', '1988', '1978', '2000', '1975', '1966', '2005', '1991', '1965', '1999', '1987', '1969', '1958']]
Predicted Ans:    1987
Predicted Path:   Mona Lisa --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Path (Raw):       Mona Lisa --[starred_actors]--> Bob Hoskins --[(INV) starred_actors]--> A Prayer for the Dying --[release_year]--> 1987
Neg LogProb(↓):   1.015281
Path Entropy(↓):  1.981533
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by rintaro were released in which years
Start Entity:     Rintaro
Gold Answer:      [['2001', '1927']]
Predicted Ans:    2001
Predicted Path:   Rintaro --[(INV) directed_by]--> Metropolis --[release_year]--> 2001
Path (Raw):       Rintaro --[No Operation]--> Rintaro --[(INV) directed_by]--> Metropolis --[release_year]--> 2001
Neg LogProb(↓):   0.065353
Path Entropy(↓):  0.236121
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same director of the score
Start Entity:     The Score
Gold Answer:      [['Little Shop of Horrors', 'Bowfinger', 'What About Bob?', 'Death at a Funeral', 'The Dark Crystal', 'Dirty Rotten Scoundrels', 'The Indian in the Cupboard', 'The Stepford Wives', 'The Muppets Take Manhattan']]
Predicted Ans:    The Stepford Wives
Predicted Path:   The Score --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives
Path (Raw):       The Score --[No Operation]--> The Score --[directed_by]--> Frank Oz --[(INV) directed_by]--> The Stepford Wives
Neg LogProb(↓):   0.301416
Path Entropy(↓):  0.988250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did george scribner write
Start Entity:     George Scribner
Gold Answer:      [['The Lion King']]
Predicted Ans:    The Lion King
Predicted Path:   George Scribner --[(INV) written_by]--> The Lion King --[written_by]--> George Scribner --[(INV) written_by]--> The Lion King
Path (Raw):       George Scribner --[(INV) written_by]--> The Lion King --[written_by]--> George Scribner --[(INV) written_by]--> The Lion King
Neg LogProb(↓):   0.124215
Path Entropy(↓):  0.361019
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by julie actors
Start Entity:     Julie
Gold Answer:      [['Dick Maas', 'Gordon Douglas', 'Richard Quine', 'George Abbott', 'Roy Del Ruth', 'Frank Tashlin', 'Michael Curtiz', 'David Miller', 'Michael Gordon', 'Hy Averback', 'Charles Walters', 'Alfred Hitchcock', 'Gene Kelly', 'George Seaton', 'Delbert Mann', 'Ralph Levy', 'Norman Jewison', 'Charles Vidor', 'David Butler', 'Lewis Seiler', 'Stuart Heisler']]
Predicted Ans:    Charles Walters
Predicted Path:   Julie --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Path (Raw):       Julie --[starred_actors]--> Doris Day --[(INV) starred_actors]--> Please Don't Eat the Daisies --[directed_by]--> Charles Walters
Neg LogProb(↓):   0.513820
Path Entropy(↓):  1.262525
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Last night is a film written by this person
Start Entity:     Last Night
Gold Answer:      [['Don McKellar']]
Predicted Ans:    Massy Tadjedin
Predicted Path:   Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night --[written_by]--> Massy Tadjedin
Path (Raw):       Last Night --[written_by]--> Massy Tadjedin --[(INV) written_by]--> Last Night --[written_by]--> Massy Tadjedin
Neg LogProb(↓):   0.037918
Path Entropy(↓):  0.161059
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres are the movies directed by the seeking justice director
Start Entity:     Seeking Justice
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   Seeking Justice --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> White Sands --[has_genre]--> Crime
Path (Raw):       Seeking Justice --[directed_by]--> Roger Donaldson --[(INV) directed_by]--> White Sands --[has_genre]--> Crime
Neg LogProb(↓):   1.176710
Path Entropy(↓):  1.363977
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie il grido
Start Entity:     Il Grido
Gold Answer:      [['1962', '1995', '1970', '1964', '1975', '1950', '1960', '2004', '1982', '1961']]
Predicted Ans:    1995
Predicted Path:   Il Grido --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds --[release_year]--> 1995
Path (Raw):       Il Grido --[directed_by]--> Michelangelo Antonioni --[(INV) directed_by]--> Beyond the Clouds --[release_year]--> 1995
Neg LogProb(↓):   0.556914
Path Entropy(↓):  1.457763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie the song of sparrows were in which languages
Start Entity:     The Song of Sparrows
Gold Answer:      [['Persian']]
Predicted Ans:    Persian
Predicted Path:   The Song of Sparrows --[written_by]--> Majid Majidi --[(INV) written_by]--> The Color of Paradise --[in_language]--> Persian
Path (Raw):       The Song of Sparrows --[written_by]--> Majid Majidi --[(INV) written_by]--> The Color of Paradise --[in_language]--> Persian
Neg LogProb(↓):   0.200711
Path Entropy(↓):  0.561342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film in a better world were in which languages
Start Entity:     In a Better World
Gold Answer:      [['Swedish']]
Predicted Ans:    Swedish
Predicted Path:   In a Better World --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[in_language]--> Swedish
Path (Raw):       In a Better World --[starred_actors]--> Mikael Persbrandt --[(INV) starred_actors]--> Everlasting Moments --[in_language]--> Swedish
Neg LogProb(↓):   0.000182
Path Entropy(↓):  0.001750
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is movie disturbing behavior about
Start Entity:     Disturbing Behavior
Gold Answer:      [['high school']]
Predicted Ans:    high school
Predicted Path:   Disturbing Behavior --[has_tags]--> high school --[(INV) has_tags]--> Charlie Bartlett --[has_tags]--> high school
Path (Raw):       Disturbing Behavior --[has_tags]--> high school --[(INV) has_tags]--> Charlie Bartlett --[has_tags]--> high school
Neg LogProb(↓):   0.020241
Path Entropy(↓):  0.120167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the almost famous director
Start Entity:     Almost Famous
Gold Answer:      [['Family', 'Documentary', 'Drama', 'Comedy', 'History', 'Romance']]
Predicted Ans:    Romance
Predicted Path:   Almost Famous --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[has_genre]--> Romance
Path (Raw):       Almost Famous --[directed_by]--> Cameron Crowe --[(INV) directed_by]--> Vanilla Sky --[has_genre]--> Romance
Neg LogProb(↓):   0.851913
Path Entropy(↓):  1.609404
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about mae west
Start Entity:     mae west
Gold Answer:      [["I'm No Angel", 'She Done Him Wrong']]
Predicted Ans:    She Done Him Wrong
Predicted Path:   mae west --[(INV) has_tags]--> She Done Him Wrong --[has_tags]--> mae west --[(INV) has_tags]--> She Done Him Wrong
Path (Raw):       mae west --[(INV) has_tags]--> She Done Him Wrong --[has_tags]--> mae west --[(INV) has_tags]--> She Done Him Wrong
Neg LogProb(↓):   0.011302
Path Entropy(↓):  0.070502
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was brief crossing released
Start Entity:     Brief Crossing
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Brief Crossing --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Brief Crossing --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   2.873181
Path Entropy(↓):  4.195441
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Jane anderson was the director of which films
Start Entity:     Jane Anderson
Gold Answer:      [['If These Walls Could Talk 2', 'The Prize Winner of Defiance, Ohio', 'Normal']]
Predicted Ans:    The Prize Winner of Defiance, Ohio
Predicted Path:   Jane Anderson --[(INV) directed_by]--> The Prize Winner of Defiance, Ohio --[directed_by]--> Jane Anderson --[(INV) directed_by]--> The Prize Winner of Defiance, Ohio
Path (Raw):       Jane Anderson --[(INV) directed_by]--> The Prize Winner of Defiance, Ohio --[directed_by]--> Jane Anderson --[(INV) directed_by]--> The Prize Winner of Defiance, Ohio
Neg LogProb(↓):   1.293447
Path Entropy(↓):  1.814798
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of rosalind keating shaffer written films
Start Entity:     Rosalind Keating Shaffer
Gold Answer:      [['Jean Grémillon', 'Roy Del Ruth']]
Predicted Ans:    Roy Del Ruth
Predicted Path:   Rosalind Keating Shaffer --[(INV) written_by]--> Lady Killer --[directed_by]--> Roy Del Ruth
Path (Raw):       Rosalind Keating Shaffer --[No Operation]--> Rosalind Keating Shaffer --[(INV) written_by]--> Lady Killer --[directed_by]--> Roy Del Ruth
Neg LogProb(↓):   0.492985
Path Entropy(↓):  0.668389
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films directed by kypros kyprianou
Start Entity:     Kypros Kyprianou
Gold Answer:      [['Mark Pilkington']]
Predicted Ans:    Mark Pilkington
Predicted Path:   Kypros Kyprianou --[(INV) directed_by]--> Mirage Men --[written_by]--> Mark Pilkington
Path (Raw):       Kypros Kyprianou --[No Operation]--> Kypros Kyprianou --[(INV) directed_by]--> Mirage Men --[written_by]--> Mark Pilkington
Neg LogProb(↓):   0.000210
Path Entropy(↓):  0.002164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies directed by the rage of honor director
Start Entity:     Rage of Honor
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Rage of Honor --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> The Oblong Box --[has_genre]--> Horror
Path (Raw):       Rage of Honor --[directed_by]--> Gordon Hessler --[(INV) directed_by]--> The Oblong Box --[has_genre]--> Horror
Neg LogProb(↓):   0.000985
Path Entropy(↓):  0.007952
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by zach galifianakis were directed by who
Start Entity:     Zach Galifianakis
Gold Answer:      [['Michael Blieden']]
Predicted Ans:    Chris Miller
Predicted Path:   Zach Galifianakis --[(INV) starred_actors]--> Puss in Boots --[directed_by]--> Chris Miller
Path (Raw):       Zach Galifianakis --[No Operation]--> Zach Galifianakis --[(INV) starred_actors]--> Puss in Boots --[directed_by]--> Chris Miller
Neg LogProb(↓):   1.035774
Path Entropy(↓):  1.438062
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the films starred by mr. magoo actors release
Start Entity:     Mr. Magoo
Gold Answer:      [['1980', '2008', '1993', '1977', '1998', '2009', '1957', '1982', '1956', '1983', '1995', '1948', '2001', '1990', '1989', '1996', '2000', '1950', '1991', '1999', '1958']]
Predicted Ans:    1999
Predicted Path:   Mr. Magoo --[starred_actors]--> Matt Keeslar --[(INV) starred_actors]--> Splendor --[release_year]--> 1999
Path (Raw):       Mr. Magoo --[starred_actors]--> Matt Keeslar --[(INV) starred_actors]--> Splendor --[release_year]--> 1999
Neg LogProb(↓):   0.867106
Path Entropy(↓):  1.186789
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote the fitzgerald family christmas
Start Entity:     The Fitzgerald Family Christmas
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Fitzgerald Family Christmas --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Drama
Path (Raw):       The Fitzgerald Family Christmas --[written_by]--> Edward Burns --[(INV) written_by]--> She's the One --[has_genre]--> Drama
Neg LogProb(↓):   0.852577
Path Entropy(↓):  1.337411
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film live from baghdad
Start Entity:     Live from Baghdad
Gold Answer:      [['2008', '2003', '1992', '1993', '2006', '1984', '1998', '2004', '1982', '2014', '1994', '1983', '1990', '1989', '1996', '2013', '1988', '1997', '2005', '1991', '1999', '1987', '1986']]
Predicted Ans:    2014
Predicted Path:   Live from Baghdad --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[release_year]--> 2014
Path (Raw):       Live from Baghdad --[starred_actors]--> Michael Keaton --[(INV) starred_actors]--> RoboCop --[release_year]--> 2014
Neg LogProb(↓):   1.117823
Path Entropy(↓):  2.354107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Michael miller was the director of which movies
Start Entity:     Michael Miller
Gold Answer:      [['Silent Rage']]
Predicted Ans:    Silent Rage
Predicted Path:   Michael Miller --[(INV) directed_by]--> Silent Rage --[directed_by]--> Michael Miller --[(INV) directed_by]--> Silent Rage
Path (Raw):       Michael Miller --[(INV) directed_by]--> Silent Rage --[directed_by]--> Michael Miller --[(INV) directed_by]--> Silent Rage
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of frenzy is also the director of which movies
Start Entity:     Frenzy
Gold Answer:      [['To Catch a Thief', 'The Wrong Man', 'Spellbound', 'Champagne', 'The Pleasure Garden', 'Number 17', 'The Man Who Knew Too Much', 'Notorious', 'The Manxman', 'Torn Curtain', 'The Lodger', 'Psycho', 'Suspicion', 'North by Northwest', 'Saboteur', 'Lifeboat', 'Rope', 'Topaz', 'Under Capricorn', 'The Lady Vanishes', 'The 39 Steps', 'Dial M for Murder', 'Elstree Calling', 'Strangers on a Train', 'Rear Window', 'I Confess', 'The Paradine Case', 'Easy Virtue', 'Sabotage', 'Vertigo', 'Rebecca', 'The Birds', 'Shadow of a Doubt', 'Family Plot', 'The Skin Game', 'Marnie', 'Blackmail', 'Stage Fright', 'Foreign Correspondent', "The Farmer's Wife", 'The Trouble with Harry', 'Murder!', 'Jamaica Inn', 'Secret Agent']]
Predicted Ans:    The 39 Steps
Predicted Path:   Frenzy --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps
Path (Raw):       Frenzy --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> The 39 Steps --[No Operation]--> The 39 Steps
Neg LogProb(↓):   1.869356
Path Entropy(↓):  3.007047
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of the film magic magic
Start Entity:     Magic Magic
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Magic Magic --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Path (Raw):       Magic Magic --[release_year]--> 2013 --[(INV) release_year]--> On the Job --[release_year]--> 2013
Neg LogProb(↓):   2.803669
Path Entropy(↓):  4.174697
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors of the director christopher menaul
Start Entity:     Christopher Menaul
Gold Answer:      [['Eric Stoltz', 'Dan Stevens', 'Julie Delpy', 'Peter Fonda', 'Dominic Cooper', 'Helen Mirren']]
Predicted Ans:    Helen Mirren
Predicted Path:   Christopher Menaul --[(INV) directed_by]--> The Passion of Ayn Rand --[starred_actors]--> Helen Mirren
Path (Raw):       Christopher Menaul --[No Operation]--> Christopher Menaul --[(INV) directed_by]--> The Passion of Ayn Rand --[starred_actors]--> Helen Mirren
Neg LogProb(↓):   0.216459
Path Entropy(↓):  0.684795
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by charade actors
Start Entity:     Charade
Gold Answer:      [['Elaine May', 'William A. Seiter', 'Norman Taurog', 'James Flood', 'Delmer Daves', 'Herb Gardner', 'Diane Keaton', 'Lewis Milestone', 'Michael Lehmann', 'Melville Shavelson', 'Stanley Kramer', 'Aric Avelino', 'Bruce Geller', 'Howard Deutch', 'Joseph Sargent', 'Don Siegel', 'Delbert Mann', 'Alan Jacobs', 'William Wyler', 'Brian Levant', 'Josef von Sternberg', 'Sam Peckinpah', 'Nick Castle', 'Daniel Mann', 'Michael Crichton', 'Stewart Raffill', 'Billy Wilder', 'Bernard Girard', 'Larry Peerce', 'Terence Young', 'Martha Coolidge', 'Herbert Ross', 'Walter Bernstein', 'Stanley Donen', 'Alexander Hall', 'Gene Saks', 'Richard Lester', 'Irving Reis', 'Richard Brooks', 'Norman Z. McLeod', 'Ken Hughes', 'Joseph L. Mankiewicz', 'Howard Hawks', 'Michael Ritchie', 'Ronald Neame', 'Donald Petrie', 'Christopher Coppola', 'King Vidor', 'Jerry Lewis', 'Jack Smight', 'Ingmar Bergman', 'Martin Ritt', 'Michael Curtiz', 'David Miller', 'Stefan Ruzowitzky', 'Michael Winner', 'Wesley Ruggles', 'Charles Matthau', 'Alfred Hitchcock', 'Theodore J. Flicker', 'Sydney Pollack', 'Elia Kazan', 'Arthur Hiller', 'George Cukor', 'Don Hartman', 'Edward Dmytryk', 'Garson Kanin', 'John Huston', 'Stuart Rosenberg', 'Alexander Mackendrick', 'Gordon Douglas', 'Peter Bogdanovich', 'Richard Quine', 'Blake Edwards', 'Jack Lemmon', 'Henry Koster', 'Sidney Sheldon', 'Nicholas Ray', 'George Fitzmaurice', 'Frank Capra', 'Leo McCarey', 'Lowell Sherman', 'Gene Kelly', 'Fred Schepisi', 'H.C. Potter', 'Fred Zinnemann', 'George Stevens']]
Predicted Ans:    Sydney Pollack
Predicted Path:   Charade --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Path (Raw):       Charade --[starred_actors]--> Audrey Hepburn --[(INV) starred_actors]--> Sabrina --[directed_by]--> Sydney Pollack
Neg LogProb(↓):   1.742585
Path Entropy(↓):  2.542350
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the film brave new world
Start Entity:     Brave New World
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   Brave New World --[release_year]--> 1998 --[(INV) release_year]--> Monument Ave. --[release_year]--> 1998
Path (Raw):       Brave New World --[release_year]--> 1998 --[(INV) release_year]--> Monument Ave. --[release_year]--> 1998
Neg LogProb(↓):   3.165677
Path Entropy(↓):  4.326341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the land director
Start Entity:     The Land
Gold Answer:      [['Youssef Chahine', 'Fritz Lang']]
Predicted Ans:    Fritz Lang
Predicted Path:   The Land --[directed_by]--> Youssef Chahine --[(INV) directed_by]--> Destiny --[written_by]--> Fritz Lang
Path (Raw):       The Land --[directed_by]--> Youssef Chahine --[(INV) directed_by]--> Destiny --[written_by]--> Fritz Lang
Neg LogProb(↓):   0.006546
Path Entropy(↓):  0.041400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the hunchback
Start Entity:     The Hunchback
Gold Answer:      [['1998', '1980', '1972', '1990', '1993', '1991', '1994']]
Predicted Ans:    1980
Predicted Path:   The Hunchback --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[release_year]--> 1980
Path (Raw):       The Hunchback --[directed_by]--> Peter Medak --[(INV) directed_by]--> The Changeling --[release_year]--> 1980
Neg LogProb(↓):   0.871051
Path Entropy(↓):  1.477089
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film a touch of spice was directed by who
Start Entity:     A Touch of Spice
Gold Answer:      [['Tassos Boulmetis']]
Predicted Ans:    Tassos Boulmetis
Predicted Path:   A Touch of Spice --[directed_by]--> Tassos Boulmetis --[(INV) directed_by]--> A Touch of Spice --[directed_by]--> Tassos Boulmetis
Path (Raw):       A Touch of Spice --[directed_by]--> Tassos Boulmetis --[(INV) directed_by]--> A Touch of Spice --[directed_by]--> Tassos Boulmetis
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed tin cup
Start Entity:     Tin Cup
Gold Answer:      [['Romance', 'Sport', 'Drama', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Tin Cup --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Hollywood Homicide --[has_genre]--> Comedy
Path (Raw):       Tin Cup --[directed_by]--> Ron Shelton --[(INV) directed_by]--> Hollywood Homicide --[has_genre]--> Comedy
Neg LogProb(↓):   0.659318
Path Entropy(↓):  1.182835
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the director that directed house of women
Start Entity:     House of Women
Gold Answer:      [['Walter Doniger', 'Crane Wilbur']]
Predicted Ans:    Walter Doniger
Predicted Path:   House of Women --[directed_by]--> Walter Doniger --[(INV) directed_by]--> House of Women --[directed_by]--> Walter Doniger
Path (Raw):       House of Women --[directed_by]--> Walter Doniger --[(INV) directed_by]--> House of Women --[directed_by]--> Walter Doniger
Neg LogProb(↓):   0.241248
Path Entropy(↓):  0.608247
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the home song stories released
Start Entity:     The Home Song Stories
Gold Answer:      [['2007']]
Predicted Ans:    2007
Predicted Path:   The Home Song Stories --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Path (Raw):       The Home Song Stories --[release_year]--> 2007 --[(INV) release_year]--> Mermaid --[release_year]--> 2007
Neg LogProb(↓):   3.327752
Path Entropy(↓):  4.719538
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the main languages in dick maas written films
Start Entity:     Dick Maas
Gold Answer:      [['Dutch', 'English']]
Predicted Ans:    English
Predicted Path:   Dick Maas --[(INV) written_by]--> Do Not Disturb --[in_language]--> English
Path (Raw):       Dick Maas --[No Operation]--> Dick Maas --[(INV) written_by]--> Do Not Disturb --[in_language]--> English
Neg LogProb(↓):   0.061486
Path Entropy(↓):  0.226603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by heinrich mann
Start Entity:     Heinrich Mann
Gold Answer:      [['English', 'German']]
Predicted Ans:    English
Predicted Path:   Heinrich Mann --[(INV) written_by]--> The Blue Angel --[in_language]--> English
Path (Raw):       Heinrich Mann --[No Operation]--> Heinrich Mann --[(INV) written_by]--> The Blue Angel --[in_language]--> English
Neg LogProb(↓):   1.398801
Path Entropy(↓):  1.453180
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor clare niederpruem starred together with who
Start Entity:     Clare Niederpruem
Gold Answer:      [['Brandon Sean Pearson', 'Shalaina Castle', 'Kyle Paul', 'Richard Carlson']]
Predicted Ans:    Richard Carlson
Predicted Path:   Clare Niederpruem --[(INV) starred_actors]--> The Maze --[starred_actors]--> Richard Carlson
Path (Raw):       Clare Niederpruem --[No Operation]--> Clare Niederpruem --[(INV) starred_actors]--> The Maze --[starred_actors]--> Richard Carlson
Neg LogProb(↓):   0.014018
Path Entropy(↓):  0.087259
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film scream 4
Start Entity:     Scream 4
Gold Answer:      [['Alexandre Aja', 'Bruce Joel Rubin', 'Diana Henstell', 'Richard Maxwell', 'Sylvain Chomet', 'Alfonso Cuarón', 'Adam Rodman', 'Nobuhiro Suwa', 'Tom Tykwer', 'Eric Heisserer', 'Wade Davis', 'Bernie Wrightson', 'Len Wein', 'Alexander Payne', 'Eddie Murphy', 'Ethan Coen', 'Wes Craven', 'Kevin Williamson', 'Ehren Kruger', 'Gus Van Sant', 'Wesley Strick', 'Vernon Lynch', 'Grégory Levasseur', 'Walter Salles', 'Gurinder Chadha', 'Carl Ellsworth', 'Adam Alleca']]
Predicted Ans:    Kevin Williamson
Predicted Path:   Scream 4 --[directed_by]--> Wes Craven --[(INV) directed_by]--> Scream --[written_by]--> Kevin Williamson
Path (Raw):       Scream 4 --[directed_by]--> Wes Craven --[(INV) directed_by]--> Scream --[written_by]--> Kevin Williamson
Neg LogProb(↓):   0.332475
Path Entropy(↓):  1.072862
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what blankman is about
Start Entity:     Blankman
Gold Answer:      [['mike binder', 'superhero']]
Predicted Ans:    michigan
Predicted Path:   Blankman --[has_tags]--> mike binder --[(INV) has_tags]--> The Upside of Anger --[has_tags]--> michigan
Path (Raw):       Blankman --[has_tags]--> mike binder --[(INV) has_tags]--> The Upside of Anger --[has_tags]--> michigan
Neg LogProb(↓):   0.035064
Path Entropy(↓):  0.171672
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which film did david himmelstein write the story for
Start Entity:     David Himmelstein
Gold Answer:      [['Power']]
Predicted Ans:    Power
Predicted Path:   David Himmelstein --[(INV) written_by]--> Power --[written_by]--> David Himmelstein --[(INV) written_by]--> Power
Path (Raw):       David Himmelstein --[(INV) written_by]--> Power --[written_by]--> David Himmelstein --[(INV) written_by]--> Power
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of the magus
Start Entity:     The Magus
Gold Answer:      [['Richard Attenborough', 'Alexis Smith', 'Sidney Poitier', 'Ava Gardner', 'David Janssen', 'Wallace Ford', 'David Niven', 'Michael Craig', 'Charlton Heston', 'Joseph Fiennes', 'Brenda de Banzie', 'Elizabeth Hartman', 'Shelley Winters', 'Kirk Douglas', 'Stuart Whitman']]
Predicted Ans:    David Niven
Predicted Path:   The Magus --[directed_by]--> Guy Green --[(INV) directed_by]--> 55 Days at Peking --[starred_actors]--> David Niven
Path (Raw):       The Magus --[directed_by]--> Guy Green --[(INV) directed_by]--> 55 Days at Peking --[starred_actors]--> David Niven
Neg LogProb(↓):   0.385911
Path Entropy(↓):  1.053936
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the movies written by brian bloom released
Start Entity:     Brian Bloom
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Brian Bloom --[(INV) written_by]--> The A-Team --[release_year]--> 2010
Path (Raw):       Brian Bloom --[No Operation]--> Brian Bloom --[(INV) written_by]--> The A-Team --[release_year]--> 2010
Neg LogProb(↓):   0.000167
Path Entropy(↓):  0.001620
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie angels with dirty faces
Start Entity:     Angels with Dirty Faces
Gold Answer:      [['Sam Wood', 'Robert Wise', 'Edmund Goulding', 'John Cromwell', 'Edward Dmytryk', 'Tay Garnett', 'Robert Montgomery', 'Delmer Daves', 'John Huston', 'William A. Wellman', 'Michael Anderson', 'Mervyn LeRoy', 'Fabrice Canepa', 'Roy Del Ruth', 'Martin Campbell', 'Lewis Milestone', 'Billy Wilder', 'Raoul Walsh', 'John Ford', 'Alfred E. Green', 'Nicholas Ray', 'Mark Robson', 'Vincent Sherman', 'Michael Curtiz', 'Howard Hawks', 'Anatole Litvak', 'David Miller', 'Leos Carax', 'Jean Grémillon', 'Archie Mayo', 'Neil Jordan', 'Michael Winner', 'Curtis Bernhardt', 'James Fargo', 'Victor Schertzinger', 'Joshua Logan', 'Joseph Losey', 'Bretaigne Windust', 'William Keighley', 'Peter Godfrey', 'Breck Eisner', 'Irving Reis', 'Ted Tetzlaff', 'Sydney Pollack', 'William Wyler', 'Lloyd Bacon', 'Joseph Pevney', 'Richard Brooks', 'Charles Vidor', 'Joseph L. Mankiewicz', 'Stuart Heisler']]
Predicted Ans:    John Huston
Predicted Path:   Angels with Dirty Faces --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[directed_by]--> John Huston
Path (Raw):       Angels with Dirty Faces --[starred_actors]--> Humphrey Bogart --[(INV) starred_actors]--> The Treasure of the Sierra Madre --[directed_by]--> John Huston
Neg LogProb(↓):   1.512711
Path Entropy(↓):  2.376053
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films directed by anna melikyan were in which genres
Start Entity:     Anna Melikyan
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Anna Melikyan --[(INV) directed_by]--> Mermaid --[has_genre]--> Comedy
Path (Raw):       Anna Melikyan --[No Operation]--> Anna Melikyan --[(INV) directed_by]--> Mermaid --[has_genre]--> Comedy
Neg LogProb(↓):   0.347934
Path Entropy(↓):  0.605569
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in death defying acts
Start Entity:     Death Defying Acts
Gold Answer:      [['1934', '2000', '1997', '1954', '2008', '1960', '2010', '2006', '1999', '2002', '1994', '2014', '2012', '2011', '2013']]
Predicted Ans:    1934
Predicted Path:   Death Defying Acts --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[release_year]--> 1934
Path (Raw):       Death Defying Acts --[starred_actors]--> Guy Pearce --[(INV) starred_actors]--> The Count of Monte Cristo --[release_year]--> 1934
Neg LogProb(↓):   1.283581
Path Entropy(↓):  2.212031
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by a little princess screenwriters
Start Entity:     A Little Princess
Gold Answer:      [['Drama', 'Family', 'Fantasy']]
Predicted Ans:    Drama
Predicted Path:   A Little Princess --[written_by]--> Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden --[has_genre]--> Drama
Path (Raw):       A Little Princess --[written_by]--> Frances Hodgson Burnett --[(INV) written_by]--> The Secret Garden --[has_genre]--> Drama
Neg LogProb(↓):   1.387962
Path Entropy(↓):  1.398913
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie identity thief
Start Entity:     Identity Thief
Gold Answer:      [['Theodore Melfi', 'Michael Markowitz', 'Dana Fox', 'Andrew Dodge', 'Jeph Loeb', 'Jon Lucas', 'Scott Moore', 'Allan Loeb', 'Jon Favreau', 'Matthew Michael Carnahan', 'Morgan Spurlock', 'Matthew Weisman', 'Mike Judge', 'Jeffrey Eugenides', 'John Francis Daley', 'John August', 'Melissa McCarthy', 'Katie Dippold', 'Peter Glanz', 'Vince Vaughn', 'Diablo Cody', 'Vincent Ngo', 'Ben Falcone']]
Predicted Ans:    Allan Loeb
Predicted Path:   Identity Thief --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Switch --[written_by]--> Allan Loeb
Path (Raw):       Identity Thief --[starred_actors]--> Jason Bateman --[(INV) starred_actors]--> The Switch --[written_by]--> Allan Loeb
Neg LogProb(↓):   0.727836
Path Entropy(↓):  1.668508
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by gene nelson
Start Entity:     Gene Nelson
Gold Answer:      [['John D. Klorer', 'Richard Rodgers', 'Lynn Riggs', 'Oscar Hammerstein II']]
Predicted Ans:    John D. Klorer
Predicted Path:   Gene Nelson --[(INV) starred_actors]--> Starlift --[written_by]--> John D. Klorer
Path (Raw):       Gene Nelson --[No Operation]--> Gene Nelson --[(INV) starred_actors]--> Starlift --[written_by]--> John D. Klorer
Neg LogProb(↓):   0.445379
Path Entropy(↓):  0.869946
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred together with dean harens
Start Entity:     Dean Harens
Gold Answer:      [['Charles Laughton', 'Stanley Ridges', 'Ella Raines']]
Predicted Ans:    Charles Laughton
Predicted Path:   Dean Harens --[(INV) starred_actors]--> The Suspect --[starred_actors]--> Charles Laughton
Path (Raw):       Dean Harens --[No Operation]--> Dean Harens --[(INV) starred_actors]--> The Suspect --[starred_actors]--> Charles Laughton
Neg LogProb(↓):   0.456900
Path Entropy(↓):  0.739215
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose screenwriters also wrote time bandits
Start Entity:     Time Bandits
Gold Answer:      [['Eric Idle', 'Jonathan Pryce', 'Christoph Waltz', 'John Neville', 'Sarah Polley', 'Graham Chapman', 'Terry Gilliam', 'Johnny Depp', 'Benicio Del Toro', 'Oliver Reed', 'Ian Holm', 'John Cleese', 'Katherine Helmond', 'Robert De Niro', 'Christopher Plummer', 'Michael Palin', 'Andrew Garfield']]
Predicted Ans:    Robert De Niro
Predicted Path:   Time Bandits --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Path (Raw):       Time Bandits --[written_by]--> Terry Gilliam --[(INV) written_by]--> Brazil --[starred_actors]--> Robert De Niro
Neg LogProb(↓):   0.328850
Path Entropy(↓):  0.872201
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share actors with the film attack the block
Start Entity:     Attack the Block
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Attack the Block --[starred_actors]--> Jodie Whittaker --[(INV) starred_actors]--> Good --[release_year]--> 2008
Path (Raw):       Attack the Block --[starred_actors]--> Jodie Whittaker --[(INV) starred_actors]--> Good --[release_year]--> 2008
Neg LogProb(↓):   0.006947
Path Entropy(↓):  0.047449
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the film stand and deliver
Start Entity:     Stand and Deliver
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Stand and Deliver --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Path (Raw):       Stand and Deliver --[has_genre]--> Drama --[(INV) has_genre]--> Blue Jasmine --[has_genre]--> Drama
Neg LogProb(↓):   3.402591
Path Entropy(↓):  4.577567
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe the grand budapest hotel
Start Entity:     The Grand Budapest Hotel
Gold Answer:      [['wes anderson', 'murder', '2014', 'hotel', 'ralph fiennes']]
Predicted Ans:    wes anderson
Predicted Path:   The Grand Budapest Hotel --[has_tags]--> wes anderson --[(INV) has_tags]--> Hotel Chevalier --[has_tags]--> wes anderson
Path (Raw):       The Grand Budapest Hotel --[has_tags]--> wes anderson --[(INV) has_tags]--> Hotel Chevalier --[has_tags]--> wes anderson
Neg LogProb(↓):   0.014319
Path Entropy(↓):  0.079350
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was casino jack released
Start Entity:     Casino Jack
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Casino Jack --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Casino Jack --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.522935
Path Entropy(↓):  4.001140
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by the other side of midnight actors
Start Entity:     The Other Side of Midnight
Gold Answer:      [['Family', 'Sport', 'Documentary', 'Musical', 'Drama', 'Crime', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   The Other Side of Midnight --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> The Rocky Horror Picture Show --[has_genre]--> Comedy
Path (Raw):       The Other Side of Midnight --[starred_actors]--> Susan Sarandon --[(INV) starred_actors]--> The Rocky Horror Picture Show --[has_genre]--> Comedy
Neg LogProb(↓):   0.600827
Path Entropy(↓):  1.495400
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of panic in year zero! is also the director of which movies
Start Entity:     Panic in Year Zero!
Gold Answer:      [['Hostile Witness']]
Predicted Ans:    Hostile Witness
Predicted Path:   Panic in Year Zero! --[directed_by]--> Ray Milland --[(INV) directed_by]--> Hostile Witness
Path (Raw):       Panic in Year Zero! --[directed_by]--> Ray Milland --[(INV) directed_by]--> Hostile Witness --[No Operation]--> Hostile Witness
Neg LogProb(↓):   0.032260
Path Entropy(↓):  0.163266
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with arthur penn
Start Entity:     Arthur Penn
Gold Answer:      [['Venable Herndon', 'Arlo Guthrie']]
Predicted Ans:    Arthur Penn
Predicted Path:   Arthur Penn --[(INV) written_by]--> Alice's Restaurant --[written_by]--> Arthur Penn
Path (Raw):       Arthur Penn --[No Operation]--> Arthur Penn --[(INV) written_by]--> Alice's Restaurant --[written_by]--> Arthur Penn
Neg LogProb(↓):   0.076252
Path Entropy(↓):  0.299340
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movie brighton rock, when was it released
Start Entity:     Brighton Rock
Gold Answer:      [['1947']]
Predicted Ans:    2010
Predicted Path:   Brighton Rock --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Path (Raw):       Brighton Rock --[release_year]--> 2010 --[(INV) release_year]--> Hunter Prey --[release_year]--> 2010
Neg LogProb(↓):   2.612891
Path Entropy(↓):  4.335786
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies acted by matt price
Start Entity:     Matt Price
Gold Answer:      [['2003']]
Predicted Ans:    2003
Predicted Path:   Matt Price --[(INV) starred_actors]--> Melvin Goes to Dinner --[release_year]--> 2003
Path (Raw):       Matt Price --[No Operation]--> Matt Price --[(INV) starred_actors]--> Melvin Goes to Dinner --[release_year]--> 2003
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by the son of no one writers release
Start Entity:     The Son of No One
Gold Answer:      [['2006', '2009']]
Predicted Ans:    2009
Predicted Path:   The Son of No One --[written_by]--> Dito Montiel --[(INV) written_by]--> Fighting --[release_year]--> 2009
Path (Raw):       The Son of No One --[written_by]--> Dito Montiel --[(INV) written_by]--> Fighting --[release_year]--> 2009
Neg LogProb(↓):   0.478246
Path Entropy(↓):  0.861277
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films that share directors with the man from earth fall under
Start Entity:     The Man from Earth
Gold Answer:      [['Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Man from Earth --[directed_by]--> Richard Schenkman --[(INV) directed_by]--> Mischief Night --[has_genre]--> Thriller
Path (Raw):       The Man from Earth --[directed_by]--> Richard Schenkman --[(INV) directed_by]--> Mischief Night --[has_genre]--> Thriller
Neg LogProb(↓):   0.477233
Path Entropy(↓):  0.678476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of transformers also directed which movies
Start Entity:     Transformers
Gold Answer:      [['Armageddon', 'Bad Boys', 'Pearl Harbor', 'The Island', 'The Rock', 'Bad Boys II']]
Predicted Ans:    Pearl Harbor
Predicted Path:   Transformers --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor
Path (Raw):       Transformers --[directed_by]--> Michael Bay --[(INV) directed_by]--> Pearl Harbor --[No Operation]--> Pearl Harbor
Neg LogProb(↓):   0.227649
Path Entropy(↓):  0.710139
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the the calcium kid director
Start Entity:     The Calcium Kid
Gold Answer:      [['Alex De Rakoff', 'John Luton']]
Predicted Ans:    Alex De Rakoff
Predicted Path:   The Calcium Kid --[directed_by]--> Alex De Rakoff --[(INV) directed_by]--> Dead Man Running --[written_by]--> Alex De Rakoff
Path (Raw):       The Calcium Kid --[directed_by]--> Alex De Rakoff --[(INV) directed_by]--> Dead Man Running --[written_by]--> Alex De Rakoff
Neg LogProb(↓):   0.003314
Path Entropy(↓):  0.024431
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The screenwriter of the flower of evil also wrote which films
Start Entity:     The Flower of Evil
Gold Answer:      [['Les Biches', 'The Unfaithful Wife', 'Madame Bovary', 'La Cérémonie', 'Wedding in Blood', 'Betty', 'The Bridesmaid', 'Les Cousins', 'The Breach', "L'Enfer", 'Unfaithful', 'Blood Relatives', 'Le Beau Serge', 'This Man Must Die', 'Story of Women', 'Le Boucher', 'The Swindle', 'Comedy of Power']]
Predicted Ans:    Les Biches
Predicted Path:   The Flower of Evil --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches
Path (Raw):       The Flower of Evil --[written_by]--> Claude Chabrol --[(INV) written_by]--> Les Biches --[No Operation]--> Les Biches
Neg LogProb(↓):   0.630407
Path Entropy(↓):  1.554487
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film falling down
Start Entity:     Falling Down
Gold Answer:      [['Ebbe Roe Smith']]
Predicted Ans:    Ebbe Roe Smith
Predicted Path:   Falling Down --[written_by]--> Ebbe Roe Smith --[(INV) written_by]--> Falling Down --[written_by]--> Ebbe Roe Smith
Path (Raw):       Falling Down --[written_by]--> Ebbe Roe Smith --[(INV) written_by]--> Falling Down --[written_by]--> Ebbe Roe Smith
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie detention were in which languages
Start Entity:     Detention
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Detention --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Path (Raw):       Detention --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.018216
Path Entropy(↓):  0.097125
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of mr. skeffington
Start Entity:     Mr. Skeffington
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Mr. Skeffington --[written_by]--> Elizabeth von Arnim --[(INV) written_by]--> Mr. Skeffington --[has_genre]--> Drama
Path (Raw):       Mr. Skeffington --[written_by]--> Elizabeth von Arnim --[(INV) written_by]--> Mr. Skeffington --[has_genre]--> Drama
Neg LogProb(↓):   2.810888
Path Entropy(↓):  0.227406
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who was pyaar ka punchnama directed by
Start Entity:     Pyaar Ka Punchnama
Gold Answer:      [['Luv Ranjan']]
Predicted Ans:    Luv Ranjan
Predicted Path:   Pyaar Ka Punchnama --[directed_by]--> Luv Ranjan --[(INV) directed_by]--> Pyaar Ka Punchnama --[directed_by]--> Luv Ranjan
Path (Raw):       Pyaar Ka Punchnama --[directed_by]--> Luv Ranjan --[(INV) directed_by]--> Pyaar Ka Punchnama --[directed_by]--> Luv Ranjan
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000014
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by erick zonca
Start Entity:     Erick Zonca
Gold Answer:      [['Drama', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Erick Zonca --[(INV) directed_by]--> The Dreamlife of Angels --[has_genre]--> Drama
Path (Raw):       Erick Zonca --[No Operation]--> Erick Zonca --[(INV) directed_by]--> The Dreamlife of Angels --[has_genre]--> Drama
Neg LogProb(↓):   0.002697
Path Entropy(↓):  0.018627
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie the young girls of rochefort were in which genres
Start Entity:     The Young Girls of Rochefort
Gold Answer:      [['Documentary', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Young Girls of Rochefort --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> Mississippi Mermaid --[has_genre]--> Drama
Path (Raw):       The Young Girls of Rochefort --[starred_actors]--> Catherine Deneuve --[(INV) starred_actors]--> Mississippi Mermaid --[has_genre]--> Drama
Neg LogProb(↓):   1.490621
Path Entropy(↓):  2.165453
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movie tenderness
Start Entity:     Tenderness
Gold Answer:      [['John Polson']]
Predicted Ans:    John Polson
Predicted Path:   Tenderness --[directed_by]--> John Polson --[(INV) directed_by]--> Tenderness --[directed_by]--> John Polson
Path (Raw):       Tenderness --[directed_by]--> John Polson --[(INV) directed_by]--> Tenderness --[directed_by]--> John Polson
Neg LogProb(↓):   0.105224
Path Entropy(↓):  0.364308
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film the three musketeers
Start Entity:     The Three Musketeers
Gold Answer:      [['David Saperstein', 'John Fusco', 'Barbara Benedek', 'Merle Miller', 'Dashiell Hammett', 'Greg Pritikin', 'David S. Ward', 'Lamar Trotti', 'John Milius', 'Michael Hoffman', 'Roman Coppola', 'Chris Cleave', 'Sharon Maguire', 'Tito Davison', 'David Mamet', 'Richard Linklater', 'John Patrick', 'Sinclair Lewis', 'John Krasinski', 'Edwin Justus Mayer', 'Gerald Petievich', 'Brad McGann', 'Roy Huggins', 'Maurice Gee', 'Samson Raphaelson', 'Adolph Green', 'Betty Comden', 'Famke Janssen', 'James M. Cain', 'Vicente Aranda', 'Mark Steven Johnson', 'Dick Wolf', 'Clara Beranger', 'Elmore Leonard', 'Scott Spiegel', 'Jeremy Passmore', 'Hans Habe', 'Viktor Léon', 'Vincent Ward', 'Leo Stein', 'John Lee Mahin', 'Stanley Tucci', 'Harry Segall', 'Louis Bromfield', 'Pat Proft', 'Aimee Lagos', 'John Twist', 'Anne Amanda Opotowsky', 'James Nagel', 'Henry S. Villard', 'Gary Lennon', 'Alex Proyas', 'Warren Beatty', 'David Seltzer', 'Charles Brackett', 'Billy Wilder', 'Ernest Thompson', 'Maurice Renard', 'Nedrick Young', 'Olatunde Osunsanmi', 'Boaz Yakin', 'Sonya Levien', 'Hal Kanter', 'Bill Condon', 'Andrew Geer', 'John Michael Hayes', 'Joe Eszterhas', 'Alan Jay Lerner', 'Peter Chelsom', 'Marc Reid Rubel', 'Richard Christian Danus', 'Franz Schulz', 'David McCumber', 'Ronald Millar', 'Gordon Weaver', 'Nicholas Klein', 'Bono', 'Alexandre Aja', 'Eric Blakeney', 'William Hurlbut', 'Emilio Estevez', 'Matthew Bright', 'Luc Besson', 'E.T.A. Hoffmann', 'Fred F. Finklehoffe', 'Robert Louis Stevenson', 'Richard Sherman', 'Percy Heath', 'Samuel Hoffenstein', 'Sid Silvers', 'Niven Busch', 'Howard Emmett Rogers', 'Henry De Vere Stacpoole', 'David S. Goyer', 'Oliver Stone', 'George Froeschel', 'Daniela Thomas', 'Dave Eggers', 'Paula Milne', 'Matt Damon', 'Michael Winner', 'John Grisham', 'Kevin Reynolds', 'Jim Abrahams', 'Leo Tolstoy', 'Lem Dobbs', 'Peter Flannery', 'Fannie Hurst', 'Valentine Davies', 'Vera Caspary', 'David Twohy', 'Bo Goldman', 'Jerome Robbins', 'Ivan Goff', 'Ben Roberts', 'Carl Ellsworth', 'W. Somerset Maugham', 'Jeffrey Konvitz', 'Herman Wouk', 'Philip Klein', 'David E. Kelley', 'Grace Metalious', 'Paul Brickman', 'Leslie Stevens', 'Tom Stoppard', 'Dino Risi', 'Charles Schnee', 'Bernard Rose', 'George Bradshaw', 'Ron Cutler', 'Steve Cohen', 'George Sluizer', 'Tim Krabbé', 'Shel Silverstein', 'John Irving', 'Jay McInerney', 'Maurice Zimm', 'Samuel James Larsen', 'Joseph Breen', 'James Warner Bellah', 'Harold Jacob Smith', 'Jerome Lawrence', 'Bruce A. Evans', 'Raynold Gideon', 'Margaret Rosenthal', 'Julien Magnat', 'Jeff Miller', 'Giovanni Arpino', 'Ruggero Maccari', 'David Loughery', 'Walter Salles', 'Gene Kelly', 'Steve Barancik', 'Kurt Wimmer', 'Karl Tunberg', 'Ralph Spence', 'Rian James', 'Darrell Ware', 'Kathryn Scola', 'Robert Rodat']]
Predicted Ans:    David Twohy
Predicted Path:   The Three Musketeers --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       The Three Musketeers --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.131031
Path Entropy(↓):  0.603748
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films directed by the director of seven beauties
Start Entity:     Seven Beauties
Gold Answer:      [['Guy Ritchie', 'Lina Wertmüller']]
Predicted Ans:    Lina Wertmüller
Predicted Path:   Seven Beauties --[directed_by]--> Lina Wertmüller --[(INV) directed_by]--> Seven Beauties --[written_by]--> Lina Wertmüller
Path (Raw):       Seven Beauties --[directed_by]--> Lina Wertmüller --[(INV) directed_by]--> Seven Beauties --[written_by]--> Lina Wertmüller
Neg LogProb(↓):   0.665996
Path Entropy(↓):  0.876385
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film carried away
Start Entity:     Carried Away
Gold Answer:      [['Jan de Bont', 'James B. Harris', 'Franco Amurri', 'Joan Micklin Silver', 'Dennis Hopper', 'Herb Gardner', 'Bob Rafelson', 'Tobe Hooper', 'Steven R. Monroe', 'Tony Scott', 'Mick Jackson', 'David Lynch', 'Albert Pyun', 'Annabel Jankel', 'Rocky Morton', 'David Salle', 'Jerry Schatzberg', 'Robert Sarkies', 'Curtis Harrington', 'James Fox', 'Stephen Gyllenhaal', 'Isabel Coixet', 'Wim Wenders', 'John Waters', 'David Anspaugh', 'Takeshi Kitano', 'Nunnally Johnson', 'Keoni Waxman', 'Dean Stockwell', 'Ben Gluck', 'Anthony Bell', 'Neil Young', 'Joel Oliansky', 'Bruno Barreto', 'William Wyler', 'Sam Peckinpah', 'Brian De Palma']]
Predicted Ans:    Takeshi Kitano
Predicted Path:   Carried Away --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Boiling Point --[directed_by]--> Takeshi Kitano
Path (Raw):       Carried Away --[starred_actors]--> Dennis Hopper --[(INV) starred_actors]--> Boiling Point --[directed_by]--> Takeshi Kitano
Neg LogProb(↓):   0.787048
Path Entropy(↓):  1.261398
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in blood out
Start Entity:     Blood Out
Gold Answer:      [['Luke Goss', 'Val Kilmer']]
Predicted Ans:    Val Kilmer
Predicted Path:   Blood Out --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> Spartan --[starred_actors]--> Val Kilmer
Path (Raw):       Blood Out --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> Spartan --[starred_actors]--> Val Kilmer
Neg LogProb(↓):   0.351698
Path Entropy(↓):  0.615192
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is the terminator about
Start Entity:     The Terminator
Gold Answer:      [['arnold', 'linda hamilton', 'future', 'arnold schwarzenegger', 'assassin', 'michael biehn', 'action', 'james cameron']]
Predicted Ans:    linda hamilton
Predicted Path:   The Terminator --[has_tags]--> linda hamilton --[(INV) has_tags]--> The Terminator --[has_tags]--> linda hamilton
Path (Raw):       The Terminator --[has_tags]--> linda hamilton --[(INV) has_tags]--> The Terminator --[has_tags]--> linda hamilton
Neg LogProb(↓):   0.127868
Path Entropy(↓):  0.387229
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the films acted by the actors in i shot jesse james
Start Entity:     I Shot Jesse James
Gold Answer:      [['Rob Cohen', 'Lewis Milestone', 'John Ireland', 'Paul Harrison', 'Dick Richards', 'William Castle', 'Ranald MacDougall', 'Anthony Mann', 'John Hough']]
Predicted Ans:    William Castle
Predicted Path:   I Shot Jesse James --[starred_actors]--> John Ireland --[(INV) starred_actors]--> I Saw What You Did --[directed_by]--> William Castle
Path (Raw):       I Shot Jesse James --[starred_actors]--> John Ireland --[(INV) starred_actors]--> I Saw What You Did --[directed_by]--> William Castle
Neg LogProb(↓):   0.808709
Path Entropy(↓):  1.635468
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films directed by the director of lucy
Start Entity:     Lucy
Gold Answer:      [['1995', '1988', '1997', '2005', '1951', '2010', '2006', '1985', '1981', '1987', '2011', '1984', '2013']]
Predicted Ans:    1997
Predicted Path:   Lucy --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[release_year]--> 1997
Path (Raw):       Lucy --[directed_by]--> Luc Besson --[(INV) directed_by]--> The Fifth Element --[release_year]--> 1997
Neg LogProb(↓):   0.810051
Path Entropy(↓):  1.220185
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the wedding date actors
Start Entity:     The Wedding Date
Gold Answer:      [['French', 'English', 'Japanese']]
Predicted Ans:    Japanese
Predicted Path:   The Wedding Date --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Path (Raw):       The Wedding Date --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Neg LogProb(↓):   0.288116
Path Entropy(↓):  0.653923
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in last of the red hot lovers
Start Entity:     Last of the Red Hot Lovers
Gold Answer:      [['Dutch', 'English', 'Italian', 'Korean', 'German']]
Predicted Ans:    English
Predicted Path:   Last of the Red Hot Lovers --[starred_actors]--> Sally Kellerman --[(INV) starred_actors]--> Lost Horizon --[in_language]--> English
Path (Raw):       Last of the Red Hot Lovers --[starred_actors]--> Sally Kellerman --[(INV) starred_actors]--> Lost Horizon --[in_language]--> English
Neg LogProb(↓):   0.129231
Path Entropy(↓):  0.369390
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by katharine ross were written by who
Start Entity:     Katharine Ross
Gold Answer:      [['Ira Levin', 'William Goldman', 'Lane Slate', 'Calder Willingham', 'Paul Rudnick', 'Evan Hunter', 'Dale Wasserman', 'Charles Webb', 'Buck Henry', 'Curtis Harrington']]
Predicted Ans:    William Goldman
Predicted Path:   Katharine Ross --[(INV) starred_actors]--> The Stepford Wives --[written_by]--> William Goldman
Path (Raw):       Katharine Ross --[No Operation]--> Katharine Ross --[(INV) starred_actors]--> The Stepford Wives --[written_by]--> William Goldman
Neg LogProb(↓):   0.751918
Path Entropy(↓):  1.574599
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films directed by jamie travis release
Start Entity:     Jamie Travis
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jamie Travis --[(INV) directed_by]--> For a Good Time, Call... --[release_year]--> 2012
Path (Raw):       Jamie Travis --[No Operation]--> Jamie Travis --[(INV) directed_by]--> For a Good Time, Call... --[release_year]--> 2012
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000029
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by tom ford
Start Entity:     Tom Ford
Gold Answer:      [['Colin Firth']]
Predicted Ans:    Colin Firth
Predicted Path:   Tom Ford --[(INV) written_by]--> A Single Man --[starred_actors]--> Colin Firth
Path (Raw):       Tom Ford --[No Operation]--> Tom Ford --[(INV) written_by]--> A Single Man --[starred_actors]--> Colin Firth
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000016
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the film boom town
Start Entity:     Boom Town
Gold Answer:      [['Jack Conway']]
Predicted Ans:    Jack Conway
Predicted Path:   Boom Town --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[directed_by]--> Jack Conway
Path (Raw):       Boom Town --[directed_by]--> Jack Conway --[(INV) directed_by]--> Red-Headed Woman --[directed_by]--> Jack Conway
Neg LogProb(↓):   0.000891
Path Entropy(↓):  0.007419
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same actor of replicant
Start Entity:     Replicant
Gold Answer:      [['The Replacement Killers', 'The Dark Half']]
Predicted Ans:    The Dark Half
Predicted Path:   Replicant --[starred_actors]--> Michael Rooker --[(INV) starred_actors]--> The Dark Half
Path (Raw):       Replicant --[starred_actors]--> Michael Rooker --[No Operation]--> Michael Rooker --[(INV) starred_actors]--> The Dark Half
Neg LogProb(↓):   0.000021
Path Entropy(↓):  0.000253
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of boxcar bertha is also the director of which movies
Start Entity:     Boxcar Bertha
Gold Answer:      [['Mean Streets', 'A Letter to Elia', "Alice Doesn't Live Here Anymore", 'Goodfellas', 'Raging Bull', "Who's That Knocking at My Door", 'The Last Waltz', 'The Last Temptation of Christ', 'New York Stories', 'Bringing Out the Dead', 'Gangs of New York', 'Italianamerican', 'Kundun', 'Cape Fear', 'Casino', 'New York, New York', 'A Personal Journey with Martin Scorsese Through American Movies', 'Taxi Driver', 'Shutter Island', 'The Age of Innocence', 'The King of Comedy', 'After Hours', 'The Departed', 'My Voyage to Italy', 'The Aviator', 'Hugo', 'The Color of Money', 'The Wolf of Wall Street']]
Predicted Ans:    A Personal Journey with Martin Scorsese Through American Movies
Predicted Path:   Boxcar Bertha --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies
Path (Raw):       Boxcar Bertha --[directed_by]--> Martin Scorsese --[(INV) directed_by]--> A Personal Journey with Martin Scorsese Through American Movies --[No Operation]--> A Personal Journey with Martin Scorsese Through American Movies
Neg LogProb(↓):   0.970247
Path Entropy(↓):  2.214862
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share actors with the king in
Start Entity:     The King
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    Spanish
Predicted Path:   The King --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[in_language]--> Spanish
Path (Raw):       The King --[starred_actors]--> Gael García Bernal --[(INV) starred_actors]--> Bad Education --[in_language]--> Spanish
Neg LogProb(↓):   0.737717
Path Entropy(↓):  0.980567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was killing them softly released
Start Entity:     Killing Them Softly
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Killing Them Softly --[release_year]--> 2012 --[(INV) release_year]--> Any Day Now --[release_year]--> 2012
Path (Raw):       Killing Them Softly --[release_year]--> 2012 --[(INV) release_year]--> Any Day Now --[release_year]--> 2012
Neg LogProb(↓):   2.376679
Path Entropy(↓):  3.703607
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of bat * 21
Start Entity:     Bat*21
Gold Answer:      [['Drama', 'Western']]
Predicted Ans:    Drama
Predicted Path:   Bat*21 --[directed_by]--> Peter Markle --[(INV) directed_by]--> Bat*21 --[has_genre]--> Drama
Path (Raw):       Bat*21 --[directed_by]--> Peter Markle --[(INV) directed_by]--> Bat*21 --[has_genre]--> Drama
Neg LogProb(↓):   0.682759
Path Entropy(↓):  1.187193
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by theodore isaac rubin were released in which years
Start Entity:     Theodore Isaac Rubin
Gold Answer:      [['1962', '1998']]
Predicted Ans:    1962
Predicted Path:   Theodore Isaac Rubin --[(INV) written_by]--> David and Lisa --[release_year]--> 1962
Path (Raw):       Theodore Isaac Rubin --[No Operation]--> Theodore Isaac Rubin --[(INV) written_by]--> David and Lisa --[release_year]--> 1962
Neg LogProb(↓):   0.861885
Path Entropy(↓):  1.124890
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What year was dr. jekyll and mr. hyde released
Start Entity:     Dr. Jekyll and Mr. Hyde
Gold Answer:      [['1920']]
Predicted Ans:    1931
Predicted Path:   Dr. Jekyll and Mr. Hyde --[release_year]--> 1931 --[(INV) release_year]--> Charlie Chan Carries On --[release_year]--> 1931
Path (Raw):       Dr. Jekyll and Mr. Hyde --[release_year]--> 1931 --[(INV) release_year]--> Charlie Chan Carries On --[release_year]--> 1931
Neg LogProb(↓):   2.510489
Path Entropy(↓):  3.296624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does ximena ayala appear in
Start Entity:     Ximena Ayala
Gold Answer:      [['The Amazing Catfish']]
Predicted Ans:    The Amazing Catfish
Predicted Path:   Ximena Ayala --[(INV) starred_actors]--> The Amazing Catfish --[starred_actors]--> Lisa Owen --[(INV) starred_actors]--> The Amazing Catfish
Path (Raw):       Ximena Ayala --[(INV) starred_actors]--> The Amazing Catfish --[starred_actors]--> Lisa Owen --[(INV) starred_actors]--> The Amazing Catfish
Neg LogProb(↓):   0.105417
Path Entropy(↓):  0.326997
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was savage steve holland the director for
Start Entity:     Savage Steve Holland
Gold Answer:      [['One Crazy Summer']]
Predicted Ans:    One Crazy Summer
Predicted Path:   Savage Steve Holland --[(INV) directed_by]--> One Crazy Summer --[directed_by]--> Savage Steve Holland --[(INV) directed_by]--> One Crazy Summer
Path (Raw):       Savage Steve Holland --[(INV) directed_by]--> One Crazy Summer --[directed_by]--> Savage Steve Holland --[(INV) directed_by]--> One Crazy Summer
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred films for the screenwriter of george of the jungle
Start Entity:     George of the Jungle
Gold Answer:      [['Sarah Jessica Parker', 'Alfred Molina', 'Brendan Fraser', 'Eric Idle']]
Predicted Ans:    Brendan Fraser
Predicted Path:   George of the Jungle --[written_by]--> Jay Ward --[(INV) written_by]--> George of the Jungle --[starred_actors]--> Brendan Fraser
Path (Raw):       George of the Jungle --[written_by]--> Jay Ward --[(INV) written_by]--> George of the Jungle --[starred_actors]--> Brendan Fraser
Neg LogProb(↓):   0.624036
Path Entropy(↓):  0.705634
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies acted by simon andreu
Start Entity:     Simón Andreu
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[has_genre]--> Horror
Path (Raw):       Simón Andreu --[No Operation]--> Simón Andreu --[(INV) starred_actors]--> The Blood Spattered Bride --[has_genre]--> Horror
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote films together with stephanie jay
Start Entity:     Stephanie Jay
Gold Answer:      [['Jennifer Davies', 'Amirah Garba', "Stef O'Driscoll", 'Natasha Sparkes', 'Amy Revelle', 'Emily Wallis', 'Rachel Hirons']]
Predicted Ans:    Stef O'Driscoll
Predicted Path:   Stephanie Jay --[(INV) written_by]--> Powder Room --[written_by]--> Stef O'Driscoll
Path (Raw):       Stephanie Jay --[No Operation]--> Stephanie Jay --[(INV) written_by]--> Powder Room --[written_by]--> Stef O'Driscoll
Neg LogProb(↓):   0.026894
Path Entropy(↓):  0.142190
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who's the writer of the stendhal syndrome
Start Entity:     The Stendhal Syndrome
Gold Answer:      [['Graziella Magherini', 'Dario Argento']]
Predicted Ans:    Dario Argento
Predicted Path:   The Stendhal Syndrome --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[written_by]--> Dario Argento
Path (Raw):       The Stendhal Syndrome --[written_by]--> Dario Argento --[(INV) written_by]--> Opera --[written_by]--> Dario Argento
Neg LogProb(↓):   0.997645
Path Entropy(↓):  1.452521
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film a dog year
Start Entity:     A Dog Year
Gold Answer:      [['Walter Hill', 'William Richert', 'Michael Traeger', 'Lamont Johnson', 'Albert Brooks', 'John Huston', 'Chris Buck', 'Taylor Hackford', 'Bob Rafelson', 'Merian C. Cooper', 'Peter Bogdanovich', 'Damian Harris', 'Ethan Coen', 'Jon Favreau', 'Henry Hathaway', 'Grant Heslov', 'George Sluizer', 'Ronny Yu', 'Scott Cooper', 'Martin Bell', 'Ivan Passer', 'Hal Ashby', 'Michael Cimino', 'Terry Gilliam', 'John Carpenter', 'Robert Schwentke', 'Phillip Noyce', 'Joel Schumacher', 'Peter Weir', 'Steve Kloves', 'Robert Benton', 'Howard Zieff', 'Jules Bass', 'Robert Mulligan', 'Frank Perry', 'Sidney Lumet', 'Stephen Hopkins', 'Jessica Bendinger', 'John Guillermin', 'Iain Softley', 'Larry Charles', 'Rod Lurie', 'Ernest B. Schoedsack', 'Ash Brannon', 'Peter Jackson', 'Joel Coen', 'Dexter Fletcher', 'Mark Pellington', 'Alan J. Pakula', 'Barbra Streisand']]
Predicted Ans:    Henry Hathaway
Predicted Path:   A Dog Year --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit --[directed_by]--> Henry Hathaway
Path (Raw):       A Dog Year --[starred_actors]--> Jeff Bridges --[(INV) starred_actors]--> True Grit --[directed_by]--> Henry Hathaway
Neg LogProb(↓):   1.717376
Path Entropy(↓):  2.263652
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie immortal beloved
Start Entity:     Immortal Beloved
Gold Answer:      [['Stephen Frears', 'Wolfgang Petersen', 'Jennifer Yuh', 'Luc Besson', 'Roland Joffé', 'Alex Cox', 'Martin Campbell', 'Mick Jackson', 'Christopher Nolan', 'David Seltzer', 'Peter Medak', 'David S. Goyer', 'Phil Joanou', 'Ridley Scott', 'Wim Wenders', 'Koldo Serra', 'Victor Sjöström', 'Jorge Blanco', 'Jonathan Hensleigh', 'Marc Rocco', 'Robert Luketic', 'Jeroen Krabbé', 'Matt Reeves', 'Gérard Corbiau', 'Mark Goldblatt', 'José Padilha', 'Rod Lurie', 'Paul Verhoeven']]
Predicted Ans:    Christopher Nolan
Predicted Path:   Immortal Beloved --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[directed_by]--> Christopher Nolan
Path (Raw):       Immortal Beloved --[starred_actors]--> Gary Oldman --[(INV) starred_actors]--> The Dark Knight Rises --[directed_by]--> Christopher Nolan
Neg LogProb(↓):   0.516762
Path Entropy(↓):  1.162604
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed the lincoln lawyer
Start Entity:     The Lincoln Lawyer
Gold Answer:      [['Brian Koppelman', 'David Levien']]
Predicted Ans:    Brad Furman
Predicted Path:   The Lincoln Lawyer --[written_by]--> Michael Connelly --[(INV) written_by]--> The Lincoln Lawyer --[directed_by]--> Brad Furman
Path (Raw):       The Lincoln Lawyer --[written_by]--> Michael Connelly --[(INV) written_by]--> The Lincoln Lawyer --[directed_by]--> Brad Furman
Neg LogProb(↓):   0.770364
Path Entropy(↓):  1.134483
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the writer of the film outside providence
Start Entity:     Outside Providence
Gold Answer:      [['Michael Corrente', 'Peter Farrelly', 'Bobby Farrelly']]
Predicted Ans:    Michael Corrente
Predicted Path:   Outside Providence --[written_by]--> Michael Corrente --[(INV) written_by]--> Outside Providence --[written_by]--> Michael Corrente
Path (Raw):       Outside Providence --[written_by]--> Michael Corrente --[(INV) written_by]--> Outside Providence --[written_by]--> Michael Corrente
Neg LogProb(↓):   1.248779
Path Entropy(↓):  1.836677
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie last holiday were in which genres
Start Entity:     Last Holiday
Gold Answer:      [['Family', 'Music', 'Documentary', 'Drama', 'War', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Last Holiday --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[has_genre]--> Comedy
Path (Raw):       Last Holiday --[starred_actors]--> Queen Latifah --[(INV) starred_actors]--> Taxi --[has_genre]--> Comedy
Neg LogProb(↓):   0.250206
Path Entropy(↓):  0.635516
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of mary shelley written movies
Start Entity:     Mary Shelley
Gold Answer:      [['James Whale', 'Kenneth Branagh', 'Mel Brooks', 'J. Searle Dawley', 'Terence Fisher']]
Predicted Ans:    Kenneth Branagh
Predicted Path:   Mary Shelley --[(INV) written_by]--> Mary Shelley's Frankenstein --[directed_by]--> Kenneth Branagh
Path (Raw):       Mary Shelley --[No Operation]--> Mary Shelley --[(INV) written_by]--> Mary Shelley's Frankenstein --[directed_by]--> Kenneth Branagh
Neg LogProb(↓):   0.713168
Path Entropy(↓):  1.385742
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by michael oliver released
Start Entity:     Michael Oliver
Gold Answer:      [['1990']]
Predicted Ans:    1990
Predicted Path:   Michael Oliver --[(INV) starred_actors]--> Problem Child --[release_year]--> 1990
Path (Raw):       Michael Oliver --[No Operation]--> Michael Oliver --[(INV) starred_actors]--> Problem Child --[release_year]--> 1990
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies written by alice duer miller
Start Entity:     Alice Duer Miller
Gold Answer:      [['Fred Astaire', 'Ginger Rogers', 'Irene Dunne', 'Randolph Scott']]
Predicted Ans:    George Froeschel
Predicted Path:   Alice Duer Miller --[(INV) written_by]--> The White Cliffs of Dover --[written_by]--> George Froeschel
Path (Raw):       Alice Duer Miller --[No Operation]--> Alice Duer Miller --[(INV) written_by]--> The White Cliffs of Dover --[written_by]--> George Froeschel
Neg LogProb(↓):   0.185761
Path Entropy(↓):  0.525843
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of the movies starred by one tough cop actors
Start Entity:     One Tough Cop
Gold Answer:      [['Andrew Fleming', 'Guy Moshe', 'Audrey Wells', 'Danny Lerner', 'James Hadley Chase', 'Elmore Leonard', 'E. Max Frye', 'Joe Eszterhas', 'Mike Binder', 'Paul Schrader', 'Christopher McQuarrie', 'Quentin Tarantino']]
Predicted Ans:    Bo Dietl
Predicted Path:   One Tough Cop --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> One Tough Cop --[written_by]--> Bo Dietl
Path (Raw):       One Tough Cop --[starred_actors]--> Stephen Baldwin --[(INV) starred_actors]--> One Tough Cop --[written_by]--> Bo Dietl
Neg LogProb(↓):   0.588413
Path Entropy(↓):  1.336107
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which films share the same actor of they came to cordura
Start Entity:     They Came to Cordura
Gold Answer:      [['Along Came Jones', 'You Were Never Lovelier', 'Angels Over Broadway', 'The Cowboy and the Lady', 'If I Had a Million', 'Affair in Trinidad', 'Blood and Sand', 'East Side, West Side', 'The Court-Martial of Billy Mitchell', 'The Fountainhead', 'Desire', 'Now and Forever', 'The Plainsman', 'Meet John Doe', 'Saratoga Trunk', 'Black Widow', "You'll Never Get Rich", 'The Lady from Shanghai', 'One Sunday Afternoon', 'Mr. Deeds Goes to Town', 'Cover Girl', 'The Pride of the Yankees', 'The Naked Edge', 'Battle Cry', 'The Winning of Barbara Worth', 'Count Three and Pray', 'Separate Tables', 'Sergeant York', 'The Girl He Left Behind', 'The Story of Dr. Wassell', 'The Lone Wolf Spy Hunt', 'Miss Sadie Thompson', 'The Strange Love of Martha Ivers', 'Man of the West', "B.F.'s Daughter", 'Fire Down Below', 'Dallas', 'The Raid', 'Tennessee Johnson', 'Love in the Afternoon', 'The Wedding Night', 'Alice in Wonderland', 'Madame Bovary', 'The Real Glory', 'City Streets', 'The Westerner', 'The Prowler', 'Polyester', 'The Strawberry Blonde', 'Design for Living', 'The Hanging Tree', 'Ball of Fire', 'Casanova Brown', 'The General Died at Dawn', 'Gilda', 'Presenting Lily Mars', 'Unconquered', 'Patterns', 'A Farewell to Arms', 'Possessed', 'The Loves of Carmen', "Gunman's Walk", 'Cloak and Dagger', 'Ten North Frederick', 'Pal Joey', 'Johnny Eager', 'High Noon', 'Vera Cruz', 'The Wreck of the Mary Deare', 'Friendly Persuasion', 'Springfield Rifle', 'For Whom the Bell Tolls', 'Shane', 'Distant Drums', 'The Wrath of God', 'Morocco', 'Only Angels Have Wings', 'Beau Geste', 'North West Mounted Police', 'Act of Violence', 'Operator 13', 'The Lives of a Bengal Lancer', 'Tonight and Every Night']]
Predicted Ans:    1957
Predicted Path:   They Came to Cordura --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[release_year]--> 1957
Path (Raw):       They Came to Cordura --[starred_actors]--> Gary Cooper --[(INV) starred_actors]--> A Farewell to Arms --[release_year]--> 1957
Neg LogProb(↓):   1.089825
Path Entropy(↓):  2.269776
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What does may robson act in
Start Entity:     May Robson
Gold Answer:      [['Wife vs. Secretary', 'A Star Is Born']]
Predicted Ans:    Wife vs. Secretary
Predicted Path:   May Robson --[(INV) starred_actors]--> Wife vs. Secretary --[written_by]--> Faith Baldwin --[(INV) written_by]--> Wife vs. Secretary
Path (Raw):       May Robson --[(INV) starred_actors]--> Wife vs. Secretary --[written_by]--> Faith Baldwin --[(INV) written_by]--> Wife vs. Secretary
Neg LogProb(↓):   0.000005
Path Entropy(↓):  0.000071
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of mr. t starred movies
Start Entity:     Mr. T
Gold Answer:      [['Joel Schumacher']]
Predicted Ans:    Joel Schumacher
Predicted Path:   Mr. T --[(INV) starred_actors]--> D.C. Cab --[written_by]--> Joel Schumacher
Path (Raw):       Mr. T --[No Operation]--> Mr. T --[(INV) starred_actors]--> D.C. Cab --[written_by]--> Joel Schumacher
Neg LogProb(↓):   0.005661
Path Entropy(↓):  0.037364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the movies directed by jordan barker
Start Entity:     Jordan Barker
Gold Answer:      [['Katharine Isabelle']]
Predicted Ans:    Katharine Isabelle
Predicted Path:   Jordan Barker --[(INV) directed_by]--> Torment --[starred_actors]--> Katharine Isabelle
Path (Raw):       Jordan Barker --[No Operation]--> Jordan Barker --[(INV) directed_by]--> Torment --[starred_actors]--> Katharine Isabelle
Neg LogProb(↓):   0.000013
Path Entropy(↓):  0.000164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by cle bennett
Start Entity:     Clé Bennett
Gold Answer:      [['Ian Iqbal Rashid']]
Predicted Ans:    Ian Iqbal Rashid
Predicted Path:   Clé Bennett --[(INV) starred_actors]--> How She Move --[directed_by]--> Ian Iqbal Rashid
Path (Raw):       Clé Bennett --[No Operation]--> Clé Bennett --[(INV) starred_actors]--> How She Move --[directed_by]--> Ian Iqbal Rashid
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by anthony mandler released
Start Entity:     Anthony Mandler
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Anthony Mandler --[(INV) directed_by]--> Tropico --[release_year]--> 2013
Path (Raw):       Anthony Mandler --[No Operation]--> Anthony Mandler --[(INV) directed_by]--> Tropico --[release_year]--> 2013
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the factory
Start Entity:     The Factory
Gold Answer:      [['Xavier Samuel', 'Sam Worthington']]
Predicted Ans:    John Cusack
Predicted Path:   The Factory --[written_by]--> Morgan O'Neill --[(INV) written_by]--> The Factory --[starred_actors]--> John Cusack
Path (Raw):       The Factory --[written_by]--> Morgan O'Neill --[(INV) written_by]--> The Factory --[starred_actors]--> John Cusack
Neg LogProb(↓):   0.073573
Path Entropy(↓):  0.257679
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the writers of the movies acted by mihaly kormos
Start Entity:     Mihály Kormos
Gold Answer:      [['Béla Tarr', 'László Krasznahorkai']]
Predicted Ans:    Béla Tarr
Predicted Path:   Mihály Kormos --[(INV) starred_actors]--> The Turin Horse --[written_by]--> Béla Tarr
Path (Raw):       Mihály Kormos --[No Operation]--> Mihály Kormos --[(INV) starred_actors]--> The Turin Horse --[written_by]--> Béla Tarr
Neg LogProb(↓):   0.422959
Path Entropy(↓):  0.644229
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by robert a. heinlein were directed by who
Start Entity:     Robert A. Heinlein
Gold Answer:      [['Paul Verhoeven', 'Peter Spierig', 'Stuart Orme']]
Predicted Ans:    Peter Spierig
Predicted Path:   Robert A. Heinlein --[(INV) written_by]--> Predestination --[directed_by]--> Peter Spierig
Path (Raw):       Robert A. Heinlein --[No Operation]--> Robert A. Heinlein --[(INV) written_by]--> Predestination --[directed_by]--> Peter Spierig
Neg LogProb(↓):   0.384704
Path Entropy(↓):  0.973870
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the screenwriter john cleese
Start Entity:     John Cleese
Gold Answer:      [['Eric Idle', 'Ringo Starr', 'Kevin Kline', 'Graham Chapman', 'Terry Gilliam', 'Jamie Lee Curtis', 'Michael Palin', 'Peter Sellers']]
Predicted Ans:    Kevin Kline
Predicted Path:   John Cleese --[(INV) written_by]--> A Fish Called Wanda --[starred_actors]--> Kevin Kline
Path (Raw):       John Cleese --[No Operation]--> John Cleese --[(INV) written_by]--> A Fish Called Wanda --[starred_actors]--> Kevin Kline
Neg LogProb(↓):   0.419334
Path Entropy(↓):  0.805847
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which words describe movie a better life
Start Entity:     A Better Life
Gold Answer:      [['chris weitz']]
Predicted Ans:    shannon elizabeth
Predicted Path:   A Better Life --[has_tags]--> chris weitz --[(INV) has_tags]--> American Pie --[has_tags]--> shannon elizabeth
Path (Raw):       A Better Life --[has_tags]--> chris weitz --[(INV) has_tags]--> American Pie --[has_tags]--> shannon elizabeth
Neg LogProb(↓):   0.000051
Path Entropy(↓):  0.000608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which person wrote the movies directed by the director of the comancheros
Start Entity:     The Comancheros
Gold Answer:      [['Abem Finkel', 'Carl Erickson', 'Rowland Leigh', 'Seton I. Miller', 'Alfred Lord Tennyson', 'Michael A. Musmanno', 'Michael Jacoby', 'Jan de Hartog', 'Harry R. Irving', 'Philip Dunne', 'Casey Robinson', 'Ernest Hemingway', 'John Wexley', 'Jack London', 'Joseph E. Davies', 'Warren Duff', 'Darryl F. Zanuck', 'Rafael Sabatini', 'Edmund H. North', 'Carl Foreman', 'Dorothy Baker', 'Rowland Brown', 'Robin Moore', 'Harry Julian Fink', 'Claude Binyon', 'Allen C. Miller', 'William Bowers', 'Roy Chanslor', 'Ranald MacDougall', 'Maxwell Anderson', 'Norman Reilly Raine', 'Rita M. Fink', 'Mark Twain', 'Lenore J. Coffee', 'Leo Townsend', 'Robert Rossen', 'Lillie Hayward', 'Paul Green', 'Lewis E. Lawes', 'Leslie Bohem', 'Preston A. Whitmore II', 'Harry Harrison Kroll', 'Harold Robbins', 'Charlotte Armstrong', 'Richard Macaulay', 'Arthur T. Horman', 'Roland Gillett', 'Jack Moffitt', 'James M. Cain', 'Laird Doyle', 'Charles Hoffman', 'Mika Waltari', 'Tinto Brass', 'Robert Wilder', 'John Lee Hancock', 'Robert Buckner', 'Fannie Hurst', 'Howard Koch', 'Murray Burnett', 'Joan Alison', 'Charles Nordhoff', 'James Norman Hall', 'Albert Husson', 'Julius J. Epstein', 'Philip G. Epstein', 'Donald Henderson Clarke', 'Stephen Gaghan', 'Edmund Joseph']]
Predicted Ans:    Stephen Gaghan
Predicted Path:   The Comancheros --[directed_by]--> John Wayne --[(INV) directed_by]--> The Alamo --[written_by]--> Stephen Gaghan
Path (Raw):       The Comancheros --[directed_by]--> John Wayne --[(INV) directed_by]--> The Alamo --[written_by]--> Stephen Gaghan
Neg LogProb(↓):   0.486295
Path Entropy(↓):  1.344208
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of reasonable doubt also starred in which films
Start Entity:     Reasonable Doubt
Gold Answer:      [['Fluke', 'Turbo', 'Freedomland', 'Cleaner', 'One Eight Seven', 'Farce of the Penguins', 'Loaded Weapon 1', "The Devil's Double", 'The Man', 'Shaft', 'Resurrecting the Champ', 'Hard Eight', 'Kiss of Death', 'Changing Lanes', 'A Time to Kill', 'Unbreakable', "Eve's Bayou", 'The Great White Hype', 'Sphere', 'Meeting Evil', 'Arena', 'S.W.A.T.', 'In My Country', 'Summer in February', 'Basic', 'Soul Men', 'Dead Man Down', 'The Long Kiss Goodnight', 'Coach Carter', 'Snakes on a Plane', 'The Sunset Limited', 'Jackie Brown', 'Rules of Engagement', 'No Good Deed', "The Caveman's Valentine", 'Black Snake Moan', 'The Negotiator', 'Unthinkable', 'Lakeview Terrace', 'Twisted', 'African Cats', 'Deep Blue Sea']]
Predicted Ans:    In My Country
Predicted Path:   Reasonable Doubt --[starred_actors]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country
Path (Raw):       Reasonable Doubt --[starred_actors]--> Samuel L. Jackson --[No Operation]--> Samuel L. Jackson --[(INV) starred_actors]--> In My Country
Neg LogProb(↓):   1.152277
Path Entropy(↓):  2.123268
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of john van de ruit written movies
Start Entity:     John Van De Ruit
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   John Van De Ruit --[(INV) written_by]--> Spud --[release_year]--> 2010
Path (Raw):       John Van De Ruit --[No Operation]--> John Van De Ruit --[(INV) written_by]--> Spud --[release_year]--> 2010
Neg LogProb(↓):   0.000266
Path Entropy(↓):  0.002456
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by the trials of oscar wilde actors
Start Entity:     The Trials of Oscar Wilde
Gold Answer:      [['Romance', 'Music', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   The Trials of Oscar Wilde --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       The Trials of Oscar Wilde --[starred_actors]--> Peter Finch --[(INV) starred_actors]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   1.285892
Path Entropy(↓):  1.109211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share directors with the film the wedding party
Start Entity:     The Wedding Party
Gold Answer:      [['1980', '1970', '1946', '1992', '1993', '2006', '1974', '1984', '2007', '1968', '1998', '1973', '1932', '1983', '1976', '1972', '1990', '1989', '2002', '1981', '2012', '2013', '1978', '2000', '1987', '1986', '1952']]
Predicted Ans:    1993
Predicted Path:   The Wedding Party --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Carlito's Way --[release_year]--> 1993
Path (Raw):       The Wedding Party --[directed_by]--> Brian De Palma --[(INV) directed_by]--> Carlito's Way --[release_year]--> 1993
Neg LogProb(↓):   1.589109
Path Entropy(↓):  2.367708
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by l. d. goffigan
Start Entity:     L.D. Goffigan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   L.D. Goffigan --[(INV) written_by]--> Hunger --[has_genre]--> Drama
Path (Raw):       L.D. Goffigan --[No Operation]--> L.D. Goffigan --[(INV) written_by]--> Hunger --[has_genre]--> Drama
Neg LogProb(↓):   0.693147
Path Entropy(↓):  0.693150
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of christopher knights acted films
Start Entity:     Christopher Knights
Gold Answer:      [['Eric Darnell', 'Simon J. Smith']]
Predicted Ans:    Simon J. Smith
Predicted Path:   Christopher Knights --[(INV) starred_actors]--> Penguins of Madagascar --[directed_by]--> Simon J. Smith
Path (Raw):       Christopher Knights --[No Operation]--> Christopher Knights --[(INV) starred_actors]--> Penguins of Madagascar --[directed_by]--> Simon J. Smith
Neg LogProb(↓):   0.009763
Path Entropy(↓):  0.054689
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Joel torre appears in which movies
Start Entity:     Joel Torre
Gold Answer:      [['On the Job']]
Predicted Ans:    On the Job
Predicted Path:   Joel Torre --[(INV) starred_actors]--> On the Job --[starred_actors]--> Piolo Pascual --[(INV) starred_actors]--> On the Job
Path (Raw):       Joel Torre --[(INV) starred_actors]--> On the Job --[starred_actors]--> Piolo Pascual --[(INV) starred_actors]--> On the Job
Neg LogProb(↓):   0.403555
Path Entropy(↓):  0.769953
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred movies for the director ron oliver
Start Entity:     Ron Oliver
Gold Answer:      [['Leslie Jordan', 'Andrea Roth', 'Tom Arnold']]
Predicted Ans:    Tom Arnold
Predicted Path:   Ron Oliver --[(INV) directed_by]--> Chasing Christmas --[starred_actors]--> Tom Arnold
Path (Raw):       Ron Oliver --[No Operation]--> Ron Oliver --[(INV) directed_by]--> Chasing Christmas --[starred_actors]--> Tom Arnold
Neg LogProb(↓):   0.098312
Path Entropy(↓):  0.322095
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by the director of bronson starred who
Start Entity:     Bronson
Gold Answer:      [['Richard Coyle', 'Albert Brooks', 'Mads Mikkelsen', 'Ryan Gosling', 'Kristin Scott Thomas', 'Vithaya Pansringarm', 'Agyness Deyn', 'Bronson Webb', 'Carey Mulligan', 'Bryan Cranston']]
Predicted Ans:    Mads Mikkelsen
Predicted Path:   Bronson --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Valhalla Rising --[starred_actors]--> Mads Mikkelsen
Path (Raw):       Bronson --[directed_by]--> Nicolas Winding Refn --[(INV) directed_by]--> Valhalla Rising --[starred_actors]--> Mads Mikkelsen
Neg LogProb(↓):   0.038972
Path Entropy(↓):  0.202325
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by jerry barone
Start Entity:     Jerry Barone
Gold Answer:      [['James Foley']]
Predicted Ans:    James Foley
Predicted Path:   Jerry Barone --[(INV) starred_actors]--> Two Bits --[directed_by]--> James Foley
Path (Raw):       Jerry Barone --[No Operation]--> Jerry Barone --[(INV) starred_actors]--> Two Bits --[directed_by]--> James Foley
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the films that share directors with war comes to america in
Start Entity:     War Comes to America
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   War Comes to America --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[in_language]--> English
Path (Raw):       War Comes to America --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[in_language]--> English
Neg LogProb(↓):   0.000006
Path Entropy(↓):  0.000085
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in mrs. doubtfire
Start Entity:     Mrs. Doubtfire
Gold Answer:      [['Jerry Belson', 'Mitch Markowitz', 'Elaine May', 'Amanda Silver', 'Paul Mazursky', 'Erika Holzer', 'Rick Jaffa', 'Ron Shelton', 'Max Schott', 'Ron Clements', 'John Musker', 'Harriet Frank Jr.', 'Geoff Rodkey', 'Bob Rafelson', 'Chris Van Allsburg', 'Arie Posin', 'Barry Levinson', 'Robert Silverberg', 'Bill Forsyth', 'David Seltzer', 'Patch Adams', 'Isaac Asimov', 'Maureen Mylander', 'Jean Poiret', 'Ben Affleck', 'David Duchovny', 'Jorge Amado', 'Bobcat Goldthwait', 'Mark Romanek', 'John Irving', 'Steve Tesich', 'James V. Hart', 'Malia Scotch Marmo', 'Assi Dayan', 'Richard Matheson', 'Robert Harling', 'Omar Naim', 'Matt Damon', 'Crash Leyland', 'Tony Kushner', 'Doris Kearns Goodwin', 'Robert Benton', 'Betty Mahmoody', 'Saul Bellow', 'Andrew Bergman', 'Francis Veber', 'Harold Ramis', 'Irving Ravetch', 'Hal Needham', 'Peter Kassovitz', 'Jurek Becker', 'Matthew McDuffie', 'Sergio G. Sánchez', 'Jorge Guerricaechevarría', 'Winston Groom', 'David Monteagudo', 'Oliver Sacks', 'Dirk Shafer', 'John Hughes', 'Nick Castle', 'Charles Gaines', 'Tom Schulman']]
Predicted Ans:    Barry Levinson
Predicted Path:   Mrs. Doubtfire --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Toys --[written_by]--> Barry Levinson
Path (Raw):       Mrs. Doubtfire --[starred_actors]--> Robin Williams --[(INV) starred_actors]--> Toys --[written_by]--> Barry Levinson
Neg LogProb(↓):   1.160061
Path Entropy(↓):  2.026369
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film wargames
Start Entity:     WarGames
Gold Answer:      [['James Foley', 'Michelle Manning', 'Mike Nichols', 'Edward Zwick', 'Kyle Schickner', 'Ken Shapiro', 'Alexander Payne', 'John Badham', 'Terry Kinney', 'Matthew Broderick', 'Peter Tolan', 'Griffin Dunne', 'Richard Donner', 'Tim Matheson', 'Gregg Champion', 'Roland Emmerich', 'Sam Taylor', 'Tom Cairns', 'John Lafia', 'Joshua Goldin', 'John Whitesell', 'John Boorman', 'Bryan Forbes', 'Alan Parker', 'Robert Boris', 'Susan Stroman', 'Jeff Nathanson', "Rockne S. O'Bannon", 'Herbert Ross', 'Kenneth Lonergan', 'Fred C. Newmeyer', 'Sam Fell', 'Robert Stevenhagen', 'Andrew Bergman', 'Francis Veber', 'Jeff Bleckner', 'Paul Bogart', 'Sidney Lumet', 'Ben Stiller', 'Roger Allers', 'Johnnie To', 'Rob Minkoff', 'Sydney Pollack', 'Frank Oz', 'Mel Brooks', 'Chris Columbus', 'Gareth Edwards', 'John Hughes', 'Matt Williams', 'Stan Dragoti']]
Predicted Ans:    Johnnie To
Predicted Path:   WarGames --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Path (Raw):       WarGames --[starred_actors]--> Matthew Broderick --[(INV) starred_actors]--> Election --[directed_by]--> Johnnie To
Neg LogProb(↓):   0.465306
Path Entropy(↓):  0.816337
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with annie get your gun
Start Entity:     Annie Get Your Gun
Gold Answer:      [["Billy Rose's Jumbo", 'The Bachelor and the Bobby-Soxer', 'Dream Wife', 'Nancy Goes to Rio', 'The Naked Face', 'Rage of Angels', 'The Other Side of Midnight', 'Rich, Young and Pretty']]
Predicted Ans:    The Bachelor and the Bobby-Soxer
Predicted Path:   Annie Get Your Gun --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer
Path (Raw):       Annie Get Your Gun --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer --[No Operation]--> The Bachelor and the Bobby-Soxer
Neg LogProb(↓):   1.088994
Path Entropy(↓):  1.712769
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of the bostonians
Start Entity:     The Bostonians
Gold Answer:      [['Peter Bogdanovich', 'Jacques Rivette', 'Iain Softley', 'Agnieszka Holland', 'William Wyler', 'François Truffaut', 'Scott McGehee', 'David Siegel', 'Jack Clayton', 'Tim Fywell', 'Jane Campion', 'James Ivory']]
Predicted Ans:    François Truffaut
Predicted Path:   The Bostonians --[written_by]--> Henry James --[(INV) written_by]--> The Green Room --[directed_by]--> François Truffaut
Path (Raw):       The Bostonians --[written_by]--> Henry James --[(INV) written_by]--> The Green Room --[directed_by]--> François Truffaut
Neg LogProb(↓):   0.277301
Path Entropy(↓):  0.859459
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films starred by ethan hawke
Start Entity:     Ethan Hawke
Gold Answer:      [['Ronald Neame', 'Brian Goodman', 'Michael Almereyda', 'Eric Luke', 'David Nicholls', 'Andrew Niccol', 'Boris Pasternak', 'Douglas Kennedy', 'James DeMonaco', 'Franco Zeffirelli', 'Jack London', 'William Shakespeare', 'Stephen Belber', 'David Lean', 'Kenneth Branagh', 'Peter Spierig', 'Kelly Masterson', 'Richard Linklater', 'Julie Delpy', 'Grigori Kozintsev', 'Charles Dickens', 'Jonathan Marc Sherman', 'Helen Childress', 'Frank Whaley', 'Kim Krizan', 'John Carpenter', 'Gregg Maxwell Parker', 'Michael Pye', 'Sean Finegan', 'Tsutomu Takahashi', 'Cecil McGivern', 'Kay Walsh', 'Piers Paul Read', 'Scott Derrickson', 'C. Robert Cargill', 'Tony Richardson', 'David Ayer', 'Keith Gordon', 'Robert A. Heinlein']]
Predicted Ans:    Ethan Hawke
Predicted Path:   Ethan Hawke --[(INV) written_by]--> Before Sunset --[written_by]--> Ethan Hawke
Path (Raw):       Ethan Hawke --[No Operation]--> Ethan Hawke --[(INV) written_by]--> Before Sunset --[written_by]--> Ethan Hawke
Neg LogProb(↓):   0.913637
Path Entropy(↓):  1.237303
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies starred by spare parts actors
Start Entity:     Spare Parts
Gold Answer:      [['Sport', 'Family', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Spare Parts --[starred_actors]--> George Lopez --[(INV) starred_actors]--> Mr. Troop Mom --[has_genre]--> Comedy
Path (Raw):       Spare Parts --[starred_actors]--> George Lopez --[(INV) starred_actors]--> Mr. Troop Mom --[has_genre]--> Comedy
Neg LogProb(↓):   0.084643
Path Entropy(↓):  0.281606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which topics is devil about
Start Entity:     Devil
Gold Answer:      [['horror', 'supernatural', 'm. night shyamalan', 'devil']]
Predicted Ans:    devil
Predicted Path:   Devil --[has_tags]--> devil --[(INV) has_tags]--> Devil --[has_tags]--> devil
Path (Raw):       Devil --[has_tags]--> devil --[(INV) has_tags]--> Devil --[has_tags]--> devil
Neg LogProb(↓):   0.045157
Path Entropy(↓):  0.213023
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by willard robertson
Start Entity:     Willard Robertson
Gold Answer:      [['Archie Mayo', 'Fritz Lang']]
Predicted Ans:    Fritz Lang
Predicted Path:   Willard Robertson --[(INV) written_by]--> Moontide --[directed_by]--> Fritz Lang
Path (Raw):       Willard Robertson --[No Operation]--> Willard Robertson --[(INV) written_by]--> Moontide --[directed_by]--> Fritz Lang
Neg LogProb(↓):   0.017063
Path Entropy(↓):  0.085791
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies starred by tad hilgenbrink were directed by who
Start Entity:     Tad Hilgenbrink
Gold Answer:      [['Dave Parker', 'Russell P. Marleau']]
Predicted Ans:    Dave Parker
Predicted Path:   Tad Hilgenbrink --[(INV) starred_actors]--> The Hills Run Red --[directed_by]--> Dave Parker
Path (Raw):       Tad Hilgenbrink --[No Operation]--> Tad Hilgenbrink --[(INV) starred_actors]--> The Hills Run Red --[directed_by]--> Dave Parker
Neg LogProb(↓):   0.005456
Path Entropy(↓):  0.033797
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of films whose writers also wrote blow
Start Entity:     Blow
Gold Answer:      [['Tony Kaye', 'Larry Clark', 'Michael Cristofer', 'Lee Hirsch', 'Nick Cassavetes']]
Predicted Ans:    Tony Kaye
Predicted Path:   Blow --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[directed_by]--> Tony Kaye
Path (Raw):       Blow --[written_by]--> David McKenna --[(INV) written_by]--> American History X --[directed_by]--> Tony Kaye
Neg LogProb(↓):   0.156628
Path Entropy(↓):  0.438017
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the ride lonesome director
Start Entity:     Ride Lonesome
Gold Answer:      [['Elmore Leonard', 'Jonas Ward', 'Burt Kennedy']]
Predicted Ans:    Burt Kennedy
Predicted Path:   Ride Lonesome --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[written_by]--> Burt Kennedy
Path (Raw):       Ride Lonesome --[directed_by]--> Budd Boetticher --[(INV) directed_by]--> Seven Men from Now --[written_by]--> Burt Kennedy
Neg LogProb(↓):   0.300258
Path Entropy(↓):  0.688116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed lucky night
Start Entity:     Lucky Night
Gold Answer:      [['Norman Taurog']]
Predicted Ans:    Norman Taurog
Predicted Path:   Lucky Night --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Path (Raw):       Lucky Night --[directed_by]--> Norman Taurog --[(INV) directed_by]--> Boys Town --[directed_by]--> Norman Taurog
Neg LogProb(↓):   0.000093
Path Entropy(↓):  0.001040
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same screenwriter of hairspray
Start Entity:     Hairspray
Gold Answer:      [['Mondo Trasho', 'Female Trouble', 'Annie', 'Pecker', 'Desperate Living', 'Outrageous Fortune', 'Pay It Forward', 'A Dirty Shame', 'Polyester', 'This Filthy World', 'Pink Flamingos', 'To Be or Not to Be', 'Serial Mom', 'The Heartbreak Kid', 'Cry-Baby']]
Predicted Ans:    Hairspray
Predicted Path:   Hairspray --[written_by]--> Mark O'Donnell --[(INV) written_by]--> Hairspray
Path (Raw):       Hairspray --[No Operation]--> Hairspray --[written_by]--> Mark O'Donnell --[(INV) written_by]--> Hairspray
Neg LogProb(↓):   0.710359
Path Entropy(↓):  1.108203
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The movies that share actors with the movie house on haunted hill were in which genres
Start Entity:     House on Haunted Hill
Gold Answer:      [['Biography', 'Musical', 'Short', 'Drama', 'Crime', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Comedy
Predicted Path:   House on Haunted Hill --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Path (Raw):       House on Haunted Hill --[starred_actors]--> Geoffrey Rush --[(INV) starred_actors]--> The Life and Death of Peter Sellers --[has_genre]--> Comedy
Neg LogProb(↓):   1.360088
Path Entropy(↓):  1.747154
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film wish i was here were in which genres
Start Entity:     Wish I Was Here
Gold Answer:      [['Drama', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Wish I Was Here --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> The Reluctant Fundamentalist --[has_genre]--> Thriller
Path (Raw):       Wish I Was Here --[starred_actors]--> Kate Hudson --[(INV) starred_actors]--> The Reluctant Fundamentalist --[has_genre]--> Thriller
Neg LogProb(↓):   0.266368
Path Entropy(↓):  0.816874
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote little women
Start Entity:     Little Women
Gold Answer:      [['Louisa May Alcott', 'Sarah Y. Mason', 'Victor Heerman']]
Predicted Ans:    Victor Heerman
Predicted Path:   Little Women --[written_by]--> Victor Heerman --[(INV) written_by]--> My Boy --[written_by]--> Victor Heerman
Path (Raw):       Little Women --[written_by]--> Victor Heerman --[(INV) written_by]--> My Boy --[written_by]--> Victor Heerman
Neg LogProb(↓):   2.140579
Path Entropy(↓):  1.284568
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by gold actors
Start Entity:     Gold
Gold Answer:      [['Anthony Armstrong', 'Bram Stoker', 'Tom Mankiewicz', 'Franco Zeffirelli', 'Christopher Wood', 'Tracy Letts', 'Basil Dearden', 'Horace McCoy', 'Alvin Sapinsley', 'Leslie H. Whitten', 'Richard Maibaum', 'Sidney Sheldon', 'Marjorie Lawrence', 'William Ludwig', 'Frank Dux', 'Sonya Levien', 'Bryan Forbes', 'Astrid Lindgren', 'Susannah York', 'Steven Paul', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Robert E. Thompson', 'George MacDonald Fraser', 'Michael G. Wilson', 'James Leasor', 'Daniel Carney', 'Meyer Levin', 'Paul Dehn', 'Nick Murphy', 'Moira Buffini', 'William Castle', 'James Poe', 'Thomas Page', 'Robert Stevenson', 'Anders Bodelsen']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   Gold --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Path (Raw):       Gold --[starred_actors]--> Roger Moore --[(INV) starred_actors]--> The Naked Face --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.191039
Path Entropy(↓):  0.714004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did don defore star in
Start Entity:     Don DeFore
Gold Answer:      [['It Happened on Fifth Avenue', 'Romance on the High Seas']]
Predicted Ans:    It Happened on Fifth Avenue
Predicted Path:   Don DeFore --[(INV) starred_actors]--> It Happened on Fifth Avenue --[starred_actors]--> Don DeFore --[(INV) starred_actors]--> It Happened on Fifth Avenue
Path (Raw):       Don DeFore --[(INV) starred_actors]--> It Happened on Fifth Avenue --[starred_actors]--> Don DeFore --[(INV) starred_actors]--> It Happened on Fifth Avenue
Neg LogProb(↓):   0.001380
Path Entropy(↓):  0.011623
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film i dream too much starred which actors
Start Entity:     I Dream Too Much
Gold Answer:      [['Lily Pons', 'Henry Fonda']]
Predicted Ans:    Henry Fonda
Predicted Path:   I Dream Too Much --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> My Darling Clementine --[starred_actors]--> Henry Fonda
Path (Raw):       I Dream Too Much --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> My Darling Clementine --[starred_actors]--> Henry Fonda
Neg LogProb(↓):   0.351980
Path Entropy(↓):  1.274871
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Alex de rakoff directed which films
Start Entity:     Alex De Rakoff
Gold Answer:      [['The Calcium Kid', 'Dead Man Running']]
Predicted Ans:    Dead Man Running
Predicted Path:   Alex De Rakoff --[(INV) directed_by]--> Dead Man Running --[directed_by]--> Alex De Rakoff --[(INV) directed_by]--> Dead Man Running
Path (Raw):       Alex De Rakoff --[(INV) directed_by]--> Dead Man Running --[directed_by]--> Alex De Rakoff --[(INV) directed_by]--> Dead Man Running
Neg LogProb(↓):   0.042587
Path Entropy(↓):  0.203621
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by the writer of blitz
Start Entity:     Blitz
Gold Answer:      [['William Monahan']]
Predicted Ans:    William Monahan
Predicted Path:   Blitz --[written_by]--> Ken Bruen --[(INV) written_by]--> London Boulevard --[directed_by]--> William Monahan
Path (Raw):       Blitz --[written_by]--> Ken Bruen --[(INV) written_by]--> London Boulevard --[directed_by]--> William Monahan
Neg LogProb(↓):   0.003783
Path Entropy(↓):  0.024836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What language is to rome with love in
Start Entity:     To Rome with Love
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   To Rome with Love --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Path (Raw):       To Rome with Love --[in_language]--> Italian --[(INV) in_language]--> The Keys to the House --[in_language]--> Italian
Neg LogProb(↓):   1.245127
Path Entropy(↓):  2.705217
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote no good deed
Start Entity:     No Good Deed
Gold Answer:      [['James Stewart', 'Gary Cooper', 'Alan Ladd', 'Myrna Loy', 'Gladys George', 'Ricardo Cortez', 'Otto Kruger', 'Veronica Lake', 'Bette Davis', 'Brian Donlevy', 'Bebe Daniels', 'William Powell', 'Dudley Digges', 'Dean Stockwell', 'Paul Lukas', 'Elissa Landi', 'Virginia Grey', 'Humphrey Bogart', 'Sylvia Sidney', 'Keenan Wynn', 'Mary Astor', 'Peter Lorre']]
Predicted Ans:    Gary Cooper
Predicted Path:   No Good Deed --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[starred_actors]--> Gary Cooper
Path (Raw):       No Good Deed --[written_by]--> Dashiell Hammett --[(INV) written_by]--> City Streets --[starred_actors]--> Gary Cooper
Neg LogProb(↓):   0.432673
Path Entropy(↓):  1.141768
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose actors also appear in fuzz
Start Entity:     Fuzz
Gold Answer:      [['French', 'Spanish']]
Predicted Ans:    French
Predicted Path:   Fuzz --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Fuzz --[starred_actors]--> Burt Reynolds --[(INV) starred_actors]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.031826
Path Entropy(↓):  0.164691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by suzanne cloutier
Start Entity:     Suzanne Cloutier
Gold Answer:      [['William Shakespeare', 'Oliver Parker']]
Predicted Ans:    William Shakespeare
Predicted Path:   Suzanne Cloutier --[(INV) starred_actors]--> Othello --[written_by]--> William Shakespeare
Path (Raw):       Suzanne Cloutier --[No Operation]--> Suzanne Cloutier --[(INV) starred_actors]--> Othello --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.018414
Path Entropy(↓):  0.091162
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed the valachi papers
Start Entity:     The Valachi Papers
Gold Answer:      [['Richard Maibaum', 'René Hardy', 'Richard Matheson', 'Terence Young', 'Michel Arnold', 'Joseph Kessel', 'Johanna Harwood', 'Berkely Mather', 'Frederick Knott', 'Claude Anet', 'Ian Fleming', 'Jack Whittingham', 'Irma von Cube', 'John Hopkins', 'Kevin McClory', 'Robert Carrington', 'William Marchant']]
Predicted Ans:    Joseph Kessel
Predicted Path:   The Valachi Papers --[directed_by]--> Terence Young --[(INV) directed_by]--> Mayerling --[written_by]--> Joseph Kessel
Path (Raw):       The Valachi Papers --[directed_by]--> Terence Young --[(INV) directed_by]--> Mayerling --[written_by]--> Joseph Kessel
Neg LogProb(↓):   0.255293
Path Entropy(↓):  0.847083
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the ape
Start Entity:     The Ape
Gold Answer:      [['Jesper Ganslandt']]
Predicted Ans:    Curt Siodmak
Predicted Path:   The Ape --[written_by]--> Jesper Ganslandt --[(INV) written_by]--> The Ape --[written_by]--> Curt Siodmak
Path (Raw):       The Ape --[written_by]--> Jesper Ganslandt --[(INV) written_by]--> The Ape --[written_by]--> Curt Siodmak
Neg LogProb(↓):   0.635100
Path Entropy(↓):  0.846118
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in july rhapsody
Start Entity:     July Rhapsody
Gold Answer:      [['Anita Mui', 'Jacky Cheung']]
Predicted Ans:    Simon Yam
Predicted Path:   July Rhapsody --[starred_actors]--> Jacky Cheung --[(INV) starred_actors]--> Bullet in the Head --[starred_actors]--> Simon Yam
Path (Raw):       July Rhapsody --[starred_actors]--> Jacky Cheung --[(INV) starred_actors]--> Bullet in the Head --[starred_actors]--> Simon Yam
Neg LogProb(↓):   0.085791
Path Entropy(↓):  0.340578
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the movies written by a prophet writers release
Start Entity:     A Prophet
Gold Answer:      [['2001', '1994', '2012', '2005']]
Predicted Ans:    2009
Predicted Path:   A Prophet --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet --[release_year]--> 2009
Path (Raw):       A Prophet --[written_by]--> Jacques Audiard --[(INV) written_by]--> A Prophet --[release_year]--> 2009
Neg LogProb(↓):   0.685347
Path Entropy(↓):  1.568942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of theodore reed directed movies
Start Entity:     Theodore Reed
Gold Answer:      [['M. Coates Webster']]
Predicted Ans:    M. Coates Webster
Predicted Path:   Theodore Reed --[(INV) directed_by]--> Double or Nothing --[written_by]--> M. Coates Webster
Path (Raw):       Theodore Reed --[No Operation]--> Theodore Reed --[(INV) directed_by]--> Double or Nothing --[written_by]--> M. Coates Webster
Neg LogProb(↓):   0.000053
Path Entropy(↓):  0.000577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of to die for were directed by who
Start Entity:     To Die For
Gold Answer:      [['Peter Bogdanovich', 'Mike Nichols', 'Herbert Ross', 'Christian Marquand', 'Neil Armfield', 'Buck Henry', 'Jason Reitman']]
Predicted Ans:    Peter Bogdanovich
Predicted Path:   To Die For --[written_by]--> Buck Henry --[(INV) written_by]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Path (Raw):       To Die For --[written_by]--> Buck Henry --[(INV) written_by]--> What's Up, Doc? --[directed_by]--> Peter Bogdanovich
Neg LogProb(↓):   0.047422
Path Entropy(↓):  0.254345
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The hurricane is a film written by this person
Start Entity:     The Hurricane
Gold Answer:      [['Dan Gordon', 'Terry Swinton', 'Sam Chaiton', 'Armyan Bernstein']]
Predicted Ans:    Sam Chaiton
Predicted Path:   The Hurricane --[written_by]--> Sam Chaiton --[(INV) written_by]--> The Hurricane --[written_by]--> Sam Chaiton
Path (Raw):       The Hurricane --[written_by]--> Sam Chaiton --[(INV) written_by]--> The Hurricane --[written_by]--> Sam Chaiton
Neg LogProb(↓):   0.670649
Path Entropy(↓):  1.587154
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of john c. reilly written movies
Start Entity:     John C. Reilly
Gold Answer:      [['Adam McKay', 'Rich Moore']]
Predicted Ans:    Adam McKay
Predicted Path:   John C. Reilly --[(INV) starred_actors]--> Step Brothers --[written_by]--> Adam McKay
Path (Raw):       John C. Reilly --[No Operation]--> John C. Reilly --[(INV) starred_actors]--> Step Brothers --[written_by]--> Adam McKay
Neg LogProb(↓):   0.386055
Path Entropy(↓):  1.129380
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by daniel sackheim
Start Entity:     Daniel Sackheim
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Daniel Sackheim --[(INV) directed_by]--> The Glass House --[has_genre]--> Thriller
Path (Raw):       Daniel Sackheim --[No Operation]--> Daniel Sackheim --[(INV) directed_by]--> The Glass House --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of king lear
Start Entity:     King Lear
Gold Answer:      [['1971']]
Predicted Ans:    1971
Predicted Path:   King Lear --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Path (Raw):       King Lear --[release_year]--> 1971 --[(INV) release_year]--> The Velvet Vampire --[release_year]--> 1971
Neg LogProb(↓):   2.053924
Path Entropy(↓):  4.107410
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movie safe house starred who
Start Entity:     Safe House
Gold Answer:      [['Patrick Stewart']]
Predicted Ans:    Ryan Reynolds
Predicted Path:   Safe House --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> Fireflies in the Garden --[starred_actors]--> Ryan Reynolds
Path (Raw):       Safe House --[starred_actors]--> Ryan Reynolds --[(INV) starred_actors]--> Fireflies in the Garden --[starred_actors]--> Ryan Reynolds
Neg LogProb(↓):   0.319892
Path Entropy(↓):  0.873190
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Which movies share the screenwriter with girl, interrupted
Start Entity:     Girl, Interrupted
Gold Answer:      [['Walk the Line', 'Cop Land', 'Heavy']]
Predicted Ans:    Walk the Line
Predicted Path:   Girl, Interrupted --[written_by]--> James Mangold --[(INV) written_by]--> Walk the Line
Path (Raw):       Girl, Interrupted --[written_by]--> James Mangold --[(INV) written_by]--> Walk the Line --[No Operation]--> Walk the Line
Neg LogProb(↓):   0.045041
Path Entropy(↓):  0.232528
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the films starred by the polar express actors release
Start Entity:     The Polar Express
Gold Answer:      [['1992', '1993', '2006', '1985', '1984', '2007', '1998', '2010', '2004', '1994', '1995', '1990', '1989', '2002', '2011', '1955', '2013', '1988', '1999', '1987', '1986']]
Predicted Ans:    2006
Predicted Path:   The Polar Express --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Path (Raw):       The Polar Express --[starred_actors]--> Tom Hanks --[(INV) starred_actors]--> The Da Vinci Code --[release_year]--> 2006
Neg LogProb(↓):   1.037970
Path Entropy(↓):  2.155051
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of the hustler
Start Entity:     The Hustler
Gold Answer:      [['The Towering Inferno', 'The Sting II', 'The Life and Times of Judge Roy Bean', 'Torn Curtain', 'Another Harvest Moon', 'Dream a Little Dream', 'Requiem for a Heavyweight', "Nobody's Fool", "Not with My Wife, You Don't!", 'What a Way to Go!', 'The Left Handed Gun', 'The Changeling', 'They Might Be Giants', 'Twilight', 'The Young Philadelphians', 'Patton', 'Absence of Malice', 'The Exorcist III', 'Pocket Money', 'The Color of Money', 'The Sting', 'Cat on a Hot Tin Roof', "Rally 'Round the Flag, Boys!", 'Islands in the Stream', 'Quintet', 'The Dead Girl', 'Winning', "Papa's Delicate Condition", 'The Hospital', 'Slap Shot', 'Cars', 'Soldier in the Rain', 'The Formula', 'WUSA', 'The Hudsucker Proxy', 'The Day of the Dolphin', 'Taps', 'Petulia', 'Return to Oz', 'Oklahoma Crude', 'Paris Blues', 'Blaze', 'Hombre', 'From the Terrace', 'The Silver Chalice', 'A Christmas Carol', 'Sweet Bird of Youth', 'Butch Cassidy and the Sundance Kid', 'The Prize', 'The Hanging Tree', "Buffalo Bill and the Indians, or Sitting Bull's History Lesson", 'Tyson', 'The Grass Harp', 'Sometimes a Great Notion', 'The Long, Hot Summer', 'Skidoo', 'The New Centurions', 'Smokey and the Bandit II', 'Hud', 'Oliver Twist', 'The Drowning Pool', 'The Toy', 'Message in a Bottle', 'The Rack', 'Nothing in Common', 'Movie Movie', 'A New Kind of Love', 'The Hindenburg', 'Gigot', 'Carrie', 'Smokey and the Bandit Part 3', "Don't Drink the Water", 'Rage', 'Cool Hand Luke', 'Hardcore', 'Inherit the Wind', 'Where the Money Is', 'Jane Eyre', 'The Flim-Flam Man', 'The Verdict', 'The Last Run', 'Harper']]
Predicted Ans:    Cat on a Hot Tin Roof
Predicted Path:   The Hustler --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof
Path (Raw):       The Hustler --[No Operation]--> The Hustler --[starred_actors]--> Paul Newman --[(INV) starred_actors]--> Cat on a Hot Tin Roof
Neg LogProb(↓):   1.497627
Path Entropy(↓):  3.289110
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of butterfield 8
Start Entity:     BUtterfield 8
Gold Answer:      [['Mark Robson', 'Archie Mayo', 'Philip Dunne', 'Fritz Lang']]
Predicted Ans:    Mark Robson
Predicted Path:   BUtterfield 8 --[written_by]--> John O'Hara --[(INV) written_by]--> From the Terrace --[directed_by]--> Mark Robson
Path (Raw):       BUtterfield 8 --[written_by]--> John O'Hara --[(INV) written_by]--> From the Terrace --[directed_by]--> Mark Robson
Neg LogProb(↓):   0.610926
Path Entropy(↓):  0.830930
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was dogfight released
Start Entity:     Dogfight
Gold Answer:      [['1991']]
Predicted Ans:    1991
Predicted Path:   Dogfight --[release_year]--> 1991 --[(INV) release_year]--> Cool as Ice --[release_year]--> 1991
Path (Raw):       Dogfight --[release_year]--> 1991 --[(INV) release_year]--> Cool as Ice --[release_year]--> 1991
Neg LogProb(↓):   2.607896
Path Entropy(↓):  3.757624
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films written by michael france
Start Entity:     Michael France
Gold Answer:      [['Ang Lee', 'Martin Campbell']]
Predicted Ans:    Martin Campbell
Predicted Path:   Michael France --[(INV) written_by]--> GoldenEye --[directed_by]--> Martin Campbell
Path (Raw):       Michael France --[No Operation]--> Michael France --[(INV) written_by]--> GoldenEye --[directed_by]--> Martin Campbell
Neg LogProb(↓):   0.077981
Path Entropy(↓):  0.266431
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What words describe welcome to new york
Start Entity:     Welcome to New York
Gold Answer:      [['abel ferrara']]
Predicted Ans:    abel ferrara
Predicted Path:   Welcome to New York --[has_tags]--> abel ferrara --[(INV) has_tags]--> Welcome to New York --[has_tags]--> abel ferrara
Path (Raw):       Welcome to New York --[has_tags]--> abel ferrara --[(INV) has_tags]--> Welcome to New York --[has_tags]--> abel ferrara
Neg LogProb(↓):   0.044855
Path Entropy(↓):  0.180038
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What does patrick breen appear in
Start Entity:     Patrick Breen
Gold Answer:      [['Just a Kiss', 'The Bleeding House', 'Stark Raving Mad']]
Predicted Ans:    Just a Kiss
Predicted Path:   Patrick Breen --[(INV) starred_actors]--> Just a Kiss --[starred_actors]--> Patrick Breen --[(INV) starred_actors]--> Just a Kiss
Path (Raw):       Patrick Breen --[(INV) starred_actors]--> Just a Kiss --[starred_actors]--> Patrick Breen --[(INV) starred_actors]--> Just a Kiss
Neg LogProb(↓):   0.018651
Path Entropy(↓):  0.118142
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of someday this pain will be useful to you
Start Entity:     Someday This Pain Will Be Useful to You
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Someday This Pain Will Be Useful to You --[written_by]--> Roberto Faenza --[(INV) written_by]--> Someday This Pain Will Be Useful to You --[has_genre]--> Drama
Path (Raw):       Someday This Pain Will Be Useful to You --[written_by]--> Roberto Faenza --[(INV) written_by]--> Someday This Pain Will Be Useful to You --[has_genre]--> Drama
Neg LogProb(↓):   0.305999
Path Entropy(↓):  0.595451
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the film shutter released
Start Entity:     Shutter
Gold Answer:      [['2004']]
Predicted Ans:    2004
Predicted Path:   Shutter --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Path (Raw):       Shutter --[release_year]--> 2004 --[(INV) release_year]--> 50 First Dates --[release_year]--> 2004
Neg LogProb(↓):   3.156907
Path Entropy(↓):  5.013300
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the lodger
Start Entity:     The Lodger
Gold Answer:      [['Romance', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   The Lodger --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[has_genre]--> Thriller
Path (Raw):       The Lodger --[directed_by]--> Alfred Hitchcock --[(INV) directed_by]--> Torn Curtain --[has_genre]--> Thriller
Neg LogProb(↓):   1.576204
Path Entropy(↓):  2.662964
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies written by ernest pagano release
Start Entity:     Ernest Pagano
Gold Answer:      [['1938']]
Predicted Ans:    1938
Predicted Path:   Ernest Pagano --[(INV) written_by]--> Vivacious Lady --[release_year]--> 1938
Path (Raw):       Ernest Pagano --[No Operation]--> Ernest Pagano --[(INV) written_by]--> Vivacious Lady --[release_year]--> 1938
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000018
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies written by ali selim release
Start Entity:     Ali Selim
Gold Answer:      [['2005']]
Predicted Ans:    2005
Predicted Path:   Ali Selim --[(INV) written_by]--> Sweet Land --[release_year]--> 2005
Path (Raw):       Ali Selim --[No Operation]--> Ali Selim --[(INV) written_by]--> Sweet Land --[release_year]--> 2005
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed wrestling ernest hemingway
Start Entity:     Wrestling Ernest Hemingway
Gold Answer:      [['Mark Medoff', 'Hesper Anderson']]
Predicted Ans:    Mark Medoff
Predicted Path:   Wrestling Ernest Hemingway --[directed_by]--> Randa Haines --[(INV) directed_by]--> Children of a Lesser God --[written_by]--> Mark Medoff
Path (Raw):       Wrestling Ernest Hemingway --[directed_by]--> Randa Haines --[(INV) directed_by]--> Children of a Lesser God --[written_by]--> Mark Medoff
Neg LogProb(↓):   0.689580
Path Entropy(↓):  0.787843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Joseph l. mankiewicz directed which movies
Start Entity:     Joseph L. Mankiewicz
Gold Answer:      [['There Was a Crooked Man...', 'A Letter to Three Wives', 'The Barefoot Contessa', 'Last Summer', 'The Honey Pot', 'A Carol for Another Christmas', 'Guys and Dolls', 'Cleopatra', 'People Will Talk', 'Julius Caesar', 'Somewhere in the Night', 'All About Eve', 'Dragonwyck', 'House of Strangers', '5 Fingers', 'Suddenly', 'No Way Out', 'The Quiet American', 'Sleuth']]
Predicted Ans:    Dragonwyck
Predicted Path:   Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck
Path (Raw):       Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck --[directed_by]--> Joseph L. Mankiewicz --[(INV) directed_by]--> Dragonwyck
Neg LogProb(↓):   2.352215
Path Entropy(↓):  3.783186
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the hard way
Start Entity:     The Hard Way
Gold Answer:      [['Japanese']]
Predicted Ans:    John Badham
Predicted Path:   The Hard Way --[directed_by]--> John Badham --[(INV) directed_by]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Path (Raw):       The Hard Way --[directed_by]--> John Badham --[(INV) directed_by]--> Whose Life Is It Anyway? --[directed_by]--> John Badham
Neg LogProb(↓):   0.249890
Path Entropy(↓):  0.904394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies that share directors with the movie snakes on a plane are written by who
Start Entity:     Snakes on a Plane
Gold Answer:      [['Jeffrey Reddick', 'Robert Bloch', 'Patrick Marber', 'Patrick McGrath', 'J. Mackye Gruber', 'Eric Bress', 'Chris Morgan', 'Larry Cohen', 'Chrysanthy Balis']]
Predicted Ans:    Robert Bloch
Predicted Path:   Snakes on a Plane --[directed_by]--> David R. Ellis --[(INV) directed_by]--> Asylum --[written_by]--> Robert Bloch
Path (Raw):       Snakes on a Plane --[directed_by]--> David R. Ellis --[(INV) directed_by]--> Asylum --[written_by]--> Robert Bloch
Neg LogProb(↓):   0.216121
Path Entropy(↓):  0.844691
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what the holy mountain is about
Start Entity:     The Holy Mountain
Gold Answer:      [['alejandro jodorowsky', 'jodorowsky']]
Predicted Ans:    alejandro jodorowsky
Predicted Path:   The Holy Mountain --[has_tags]--> alejandro jodorowsky --[(INV) has_tags]--> The Holy Mountain --[has_tags]--> alejandro jodorowsky
Path (Raw):       The Holy Mountain --[has_tags]--> alejandro jodorowsky --[(INV) has_tags]--> The Holy Mountain --[has_tags]--> alejandro jodorowsky
Neg LogProb(↓):   0.276931
Path Entropy(↓):  0.595638
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same director of private hell 36
Start Entity:     Private Hell 36
Gold Answer:      [['Invasion of the Body Snatchers', 'The Beguiled', 'Madigan', 'The Killers', 'The Lineup', "Coogan's Bluff", 'Jinxed!', 'Two Mules for Sister Sara', 'Escape from Alcatraz', 'The Black Windmill', 'The Shootist', 'Flaming Star', 'Hell Is for Heroes', 'Dirty Harry', 'Charley Varrick', 'Telefon', 'The Duel at Silver Creek', 'The Big Steal', 'The Verdict', 'Riot in Cell Block 11']]
Predicted Ans:    The Killers
Predicted Path:   Private Hell 36 --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers
Path (Raw):       Private Hell 36 --[directed_by]--> Don Siegel --[(INV) directed_by]--> The Killers --[No Operation]--> The Killers
Neg LogProb(↓):   0.821847
Path Entropy(↓):  1.051197
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the movie i know who killed me
Start Entity:     I Know Who Killed Me
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   I Know Who Killed Me --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       I Know Who Killed Me --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.630669
Path Entropy(↓):  3.072371
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film the well
Start Entity:     The Well
Gold Answer:      [['1988', '1997', '1966', '1950', '1959', '1955', '1952']]
Predicted Ans:    1959
Predicted Path:   The Well --[written_by]--> Russell Rouse --[(INV) written_by]--> Pillow Talk --[release_year]--> 1959
Path (Raw):       The Well --[written_by]--> Russell Rouse --[(INV) written_by]--> Pillow Talk --[release_year]--> 1959
Neg LogProb(↓):   0.214153
Path Entropy(↓):  0.729296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of guy ferland directed films
Start Entity:     Guy Ferland
Gold Answer:      [['Joe Eszterhas', 'Robert Coover']]
Predicted Ans:    Robert Coover
Predicted Path:   Guy Ferland --[(INV) directed_by]--> The Babysitter --[written_by]--> Robert Coover
Path (Raw):       Guy Ferland --[No Operation]--> Guy Ferland --[(INV) directed_by]--> The Babysitter --[written_by]--> Robert Coover
Neg LogProb(↓):   0.247117
Path Entropy(↓):  0.627159
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What does camilla sparv star in
Start Entity:     Camilla Sparv
Gold Answer:      [['Dead Heat on a Merry-Go-Round', "Mackenna's Gold", 'Downhill Racer']]
Predicted Ans:    Luv
Predicted Path:   Camilla Sparv --[(INV) starred_actors]--> Dead Heat on a Merry-Go-Round --[starred_actors]--> Nina Wayne --[(INV) starred_actors]--> Luv
Path (Raw):       Camilla Sparv --[(INV) starred_actors]--> Dead Heat on a Merry-Go-Round --[starred_actors]--> Nina Wayne --[(INV) starred_actors]--> Luv
Neg LogProb(↓):   0.038075
Path Entropy(↓):  0.191003
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release years of the movies that share screenwriters with the movie the incredible shrinking man
Start Entity:     The Incredible Shrinking Man
Gold Answer:      [['1980', '1970', '2006', '1935', '2007', '1968', '1963', '1998', '2009', '2010', '1973', '1972', '1971', '1990', '1981', '2012', '2011', '1964', '1975', '1960', '1999']]
Predicted Ans:    1960
Predicted Path:   The Incredible Shrinking Man --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[release_year]--> 1960
Path (Raw):       The Incredible Shrinking Man --[written_by]--> Richard Matheson --[(INV) written_by]--> House of Usher --[release_year]--> 1960
Neg LogProb(↓):   1.244692
Path Entropy(↓):  2.040498
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When were the films directed by anubhav sinha released
Start Entity:     Anubhav Sinha
Gold Answer:      [['2011']]
Predicted Ans:    2011
Predicted Path:   Anubhav Sinha --[(INV) directed_by]--> Ra.One --[release_year]--> 2011
Path (Raw):       Anubhav Sinha --[No Operation]--> Anubhav Sinha --[(INV) directed_by]--> Ra.One --[release_year]--> 2011
Neg LogProb(↓):   0.000027
Path Entropy(↓):  0.000307
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the dear john director
Start Entity:     Dear John
Gold Answer:      [['Swedish', 'French']]
Predicted Ans:    Swedish
Predicted Path:   Dear John --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[in_language]--> Swedish
Path (Raw):       Dear John --[directed_by]--> Lasse Hallström --[(INV) directed_by]--> My Life as a Dog --[in_language]--> Swedish
Neg LogProb(↓):   0.015831
Path Entropy(↓):  0.083474
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the films starred by sissy spacek
Start Entity:     Sissy Spacek
Gold Answer:      [['Hunter Hill', 'Perry Moore', 'Todd Field', 'Mark Rydell', 'Robert Altman', 'Michael Apted', 'David Lynch', 'Courtney Solomon', 'Hugh Wilson', 'Charles Matthau', 'Jarmo Lampela', 'Aaron Schneider', 'Richard Pearce', 'Tom Moore', 'William Wyler', 'Seth Gordon', 'Terrence Malick', 'Brian De Palma', 'Jean Renoir']]
Predicted Ans:    Aaron Schneider
Predicted Path:   Sissy Spacek --[(INV) starred_actors]--> Get Low --[directed_by]--> Aaron Schneider
Path (Raw):       Sissy Spacek --[No Operation]--> Sissy Spacek --[(INV) starred_actors]--> Get Low --[directed_by]--> Aaron Schneider
Neg LogProb(↓):   0.805490
Path Entropy(↓):  1.235406
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by w. william winokur
Start Entity:     W. William Winokur
Gold Answer:      [['William Dear']]
Predicted Ans:    William Dear
Predicted Path:   W. William Winokur --[(INV) written_by]--> The Perfect Game --[directed_by]--> William Dear
Path (Raw):       W. William Winokur --[No Operation]--> W. William Winokur --[(INV) written_by]--> The Perfect Game --[directed_by]--> William Dear
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000010
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are some words that describe movie shadow dancer
Start Entity:     Shadow Dancer
Gold Answer:      [['james marsh']]
Predicted Ans:    james marsh
Predicted Path:   Shadow Dancer --[has_tags]--> james marsh --[(INV) has_tags]--> The King --[has_tags]--> james marsh
Path (Raw):       Shadow Dancer --[has_tags]--> james marsh --[(INV) has_tags]--> The King --[has_tags]--> james marsh
Neg LogProb(↓):   0.034145
Path Entropy(↓):  0.148311
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by belen fabra
Start Entity:     Belén Fabra
Gold Answer:      [['Valérie Tasso']]
Predicted Ans:    Valérie Tasso
Predicted Path:   Belén Fabra --[(INV) starred_actors]--> Diary of a Nymphomaniac --[written_by]--> Valérie Tasso
Path (Raw):       Belén Fabra --[No Operation]--> Belén Fabra --[(INV) starred_actors]--> Diary of a Nymphomaniac --[written_by]--> Valérie Tasso
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of king kelly
Start Entity:     King Kelly
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   King Kelly --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Path (Raw):       King Kelly --[release_year]--> 2012 --[(INV) release_year]--> Measuring the World --[release_year]--> 2012
Neg LogProb(↓):   3.039424
Path Entropy(↓):  4.162239
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their movies also appear in the movie open your eyes
Start Entity:     Open Your Eyes
Gold Answer:      [['Pedro Almodóvar', 'Fina Torres', 'Julio Medem', 'Noah Miller', 'Logan Miller', 'Agustín Díaz Yanes', 'John Madden', 'Billy Bob Thornton', 'Mateo Gil', 'Fernando Trueba', 'Joachim Rønning', 'Espen Sandberg', 'Ridley Scott', 'Isabel Coixet', 'Jake Paltrow', 'Chazz Palminteri', 'Sergio Castellitto', 'Cameron Crowe', 'Breck Eisner', 'Marcelo Piñeyro', 'Larry Charles', 'Manuel Gómez Pereira']]
Predicted Ans:    Pedro Almodóvar
Predicted Path:   Open Your Eyes --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Broken Embraces --[directed_by]--> Pedro Almodóvar
Path (Raw):       Open Your Eyes --[starred_actors]--> Penélope Cruz --[(INV) starred_actors]--> Broken Embraces --[directed_by]--> Pedro Almodóvar
Neg LogProb(↓):   0.409143
Path Entropy(↓):  1.183860
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of hotel for dogs
Start Entity:     Hotel for Dogs
Gold Answer:      [["We're the Millers", 'Hotel Rwanda', 'Palo Alto', 'Lymelife', 'Devil in a Blue Dress', 'Traitor', 'Crash', 'Iron Man 3', 'Adult World', "King Leopold's Ghost", 'Wild Child', 'Volcano', 'Rio 2', 'The Assassination of Richard Nixon', 'Iron Man 2', 'The Art of Getting By', 'Rosewood', "Brooklyn's Finest", 'Swordfish', 'Mission to Mars', "Jennifer's Body", 'Nancy Drew', 'Reign Over Me', 'Aquamarine', 'Khumba', 'Hamburger Hill']]
Predicted Ans:    King Leopold's Ghost
Predicted Path:   Hotel for Dogs --[starred_actors]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost
Path (Raw):       Hotel for Dogs --[starred_actors]--> Don Cheadle --[No Operation]--> Don Cheadle --[(INV) starred_actors]--> King Leopold's Ghost
Neg LogProb(↓):   0.459599
Path Entropy(↓):  1.061079
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed the last exorcism
Start Entity:     The Last Exorcism
Gold Answer:      [['Thriller', 'Horror', 'Comedy']]
Predicted Ans:    Horror
Predicted Path:   The Last Exorcism --[directed_by]--> Daniel Stamm --[(INV) directed_by]--> The Last Exorcism --[has_genre]--> Horror
Path (Raw):       The Last Exorcism --[directed_by]--> Daniel Stamm --[(INV) directed_by]--> The Last Exorcism --[has_genre]--> Horror
Neg LogProb(↓):   0.020635
Path Entropy(↓):  0.099683
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie navy blues are written by who
Start Entity:     Navy Blues
Gold Answer:      [['E.J. Rath', 'Rida Johnson Young']]
Predicted Ans:    E.J. Rath
Predicted Path:   Navy Blues --[starred_actors]--> William Haines --[(INV) starred_actors]--> Fast Life --[written_by]--> E.J. Rath
Path (Raw):       Navy Blues --[starred_actors]--> William Haines --[(INV) starred_actors]--> Fast Life --[written_by]--> E.J. Rath
Neg LogProb(↓):   0.003917
Path Entropy(↓):  0.028970
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same actor of bean
Start Entity:     Bean
Gold Answer:      [['The Witches', 'Johnny English Reborn', 'The Tall Guy', "Mr. Bean's Holiday", 'Johnny English', 'Keeping Mum']]
Predicted Ans:    The Tall Guy
Predicted Path:   Bean --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy
Path (Raw):       Bean --[No Operation]--> Bean --[starred_actors]--> Rowan Atkinson --[(INV) starred_actors]--> The Tall Guy
Neg LogProb(↓):   0.653592
Path Entropy(↓):  1.116658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the movies starred by the actors in the day after
Start Entity:     The Day After
Gold Answer:      [['Erick Zonca', 'Bud Yorkin', 'Jonathan Demme', 'John Badham', 'Blake Edwards', 'Ron Howard', 'Holly Goldberg Sloan', 'Jerry Jameson', 'Henry Winkler', 'Karel Reisz', 'Jerry Schatzberg', 'Peter Faiman', 'Jocelyn Moorhouse', 'Eugene Corr', 'Robert Ellis Miller', 'Henry King', 'Anatole Litvak', 'Stephen Sommers', 'Hugh Wilson', 'Sergio Leone', 'Marc Rocco', 'Herbert Ross', 'Andrew Gallerani', 'Harvey Miller', 'Curtis Hanson', 'Dalton Trumbo', 'John Sturges', 'Roger Corman', 'Fielder Cook', 'Fred Zinnemann', 'Jack Clayton', 'Sam Peckinpah', 'Arthur Hiller', 'Alan J. Pakula']]
Predicted Ans:    Ron Howard
Predicted Path:   The Day After --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Parenthood --[directed_by]--> Ron Howard
Path (Raw):       The Day After --[starred_actors]--> Jason Robards --[(INV) starred_actors]--> Parenthood --[directed_by]--> Ron Howard
Neg LogProb(↓):   1.095391
Path Entropy(↓):  1.659355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies directed by daniel auteuil
Start Entity:     Daniel Auteuil
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Daniel Auteuil --[(INV) directed_by]--> The Well-Digger's Daughter --[has_genre]--> Comedy
Path (Raw):       Daniel Auteuil --[No Operation]--> Daniel Auteuil --[(INV) directed_by]--> The Well-Digger's Daughter --[has_genre]--> Comedy
Neg LogProb(↓):   0.737532
Path Entropy(↓):  1.056529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies written by the writer of the triplets of belleville
Start Entity:     The Triplets of Belleville
Gold Answer:      [['Gus Van Sant', 'Walter Salles', 'Ethan Coen', 'Gérard Depardieu', 'Gurinder Chadha', 'Wes Craven', 'Alfonso Cuarón', 'Nobuhiro Suwa', 'Sylvain Chomet', 'Tom Tykwer', 'Neil Burger', 'Alexander Payne']]
Predicted Ans:    Sylvain Chomet
Predicted Path:   The Triplets of Belleville --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Illusionist --[directed_by]--> Sylvain Chomet
Path (Raw):       The Triplets of Belleville --[written_by]--> Sylvain Chomet --[(INV) written_by]--> The Illusionist --[directed_by]--> Sylvain Chomet
Neg LogProb(↓):   0.609379
Path Entropy(↓):  0.869585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film a history of violence
Start Entity:     A History of Violence
Gold Answer:      [['Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   A History of Violence --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       A History of Violence --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.740616
Path Entropy(↓):  3.467800
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by born to be bad actors
Start Entity:     Born to Be Bad
Gold Answer:      [['Nell Shipman', 'Delmer Daves', 'Albert Maltz', 'Hagar Wilde', 'Franco Zeffirelli', 'Matthew Josephson', 'Bouck White', 'Dudley Nichols', 'Dorothy Parker', 'Benjamin Glazer', 'Frederick Lonsdale', 'Norman Panama', 'Gene Towne', 'Mel Dinelli', 'C. Graham Baker', 'Dale Van Every', 'Kelley Roos', 'Melville Shavelson', 'Curt Goetz', 'Leo Townsend', 'Donald Ogden Stewart', 'Nunnally Johnson', 'Rudyard Kipling', 'Alan Le May', 'Oscar Millard', 'Philip MacDonald', 'Margaret Kennedy', 'Eric Knight', 'Nigel Kneale', 'Douglas Morrow', 'Stanley Shapiro', 'Ben Hecht', 'Charles MacArthur', 'Michael Hogan', 'Viña Delmar', 'Collier Young', 'Arthur Richman', 'Moira Buffini', 'Rowland V. Lee', 'Julius J. Epstein', 'Philip G. Epstein', 'Albert Camus', 'Henri Rochard', 'David Dodge', 'Peter Hyams', 'Lou Schor', 'Clare Boothe Luce', 'Irwin Allen', 'George Tabori', 'Billy Wilder', 'Charles Brackett', 'Harvey Fergusson', 'Jack Jevne', 'Laura Kerr', 'Hella Wuolijoki', 'Eddie Moran', 'Leonardo Bercovici', 'Joel Sayre', 'Steve Fisher', 'John Michael Hayes', 'Joan Harrison', 'Charles Hoffman', 'Melvin Frank', 'Norah Lofts', 'Alec Waugh', 'Hugh Williams', 'Richard Brooks', 'Marc Behm', 'Joseph L. Mankiewicz', 'Robert E. Sherwood', 'Jack London', 'Elizabeth Page', 'Philip Barry', 'Jo Swerling', 'Eric Hodgins', 'Thorne Smith', 'Robert Nathan', 'William Bowers', 'Allen Rivkin', 'Charles Lederer', 'Sidney Buchman', 'Ingmar Bergman', 'Victor Trivas', 'Alfred Lewis Levitt', 'Luchino Visconti', 'Fred Guiol', 'Daphne Du Maurier', 'Walter Lord', 'John Gay', 'Sir Walter Scott', 'Charles Bennett', 'Stefan Zweig', 'Sidney Harmon', 'Roald Dahl', 'Eric Ambler', 'Jules Furthman', 'Herbert Baker', 'Margaret Vyner', 'Bessie Breuer', 'Don Hartman', 'Joseph Stone', 'John Bright', 'Edward Anhalt', 'Sally Benson', 'Ernest Lehman', 'Joseph Kesselring', 'Irwin Shaw', 'Leck Fischer', 'Sidney Sheldon', 'Tom Lewis', 'C.S. Forester', 'Will B. Johnstone', 'Edna Anhalt', 'Maurice Richlin', 'Noel Langley', 'Æneas MacKenzie', 'Marguerite Roberts', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Peter Stone', 'Leo McCarey', 'Mae West', 'Paul King', 'Eric Hatch', 'Compton MacKenzie', 'Kathryn Scola', 'Basil Dean', 'Morrie Ryskind', 'Norman Krasna', 'Martha Cheavens', 'Harvey F. Thew', 'Jean Bart', 'Robert Stevenson']]
Predicted Ans:    Delmer Daves
Predicted Path:   Born to Be Bad --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[written_by]--> Delmer Daves
Path (Raw):       Born to Be Bad --[starred_actors]--> Cary Grant --[(INV) starred_actors]--> An Affair to Remember --[written_by]--> Delmer Daves
Neg LogProb(↓):   1.143706
Path Entropy(↓):  2.401442
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of girl on a bicycle is also the director of which movies
Start Entity:     Girl on a Bicycle
Gold Answer:      [['Don Juan DeMarco']]
Predicted Ans:    Girl on a Bicycle
Predicted Path:   Girl on a Bicycle --[directed_by]--> Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle
Path (Raw):       Girl on a Bicycle --[directed_by]--> Jeremy Leven --[(INV) directed_by]--> Girl on a Bicycle --[No Operation]--> Girl on a Bicycle
Neg LogProb(↓):   0.020034
Path Entropy(↓):  0.097408
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
The scriptwriter of the golden bowl also wrote movies
Start Entity:     The Golden Bowl
Gold Answer:      [['Bombay Talkie', 'The Heiress', 'Surviving Picasso', 'Heat and Dust', "A Soldier's Daughter Never Cries", 'Howards End', 'Jefferson in Paris', 'The Europeans', 'The Householder', 'What Maisie Knew', 'Celine and Julie Go Boating', 'Roseland', 'Daisy Miller', 'The City of Your Final Destination', 'Washington Square', 'The Turn of the Screw', 'Madame Sousatzka', 'The Remains of the Day', 'The Wings of the Dove', 'The Innocents', 'The Bostonians', 'The Portrait of a Lady', 'The Green Room']]
Predicted Ans:    The Green Room
Predicted Path:   The Golden Bowl --[written_by]--> Henry James --[(INV) written_by]--> The Green Room
Path (Raw):       The Golden Bowl --[written_by]--> Henry James --[(INV) written_by]--> The Green Room --[No Operation]--> The Green Room
Neg LogProb(↓):   0.639202
Path Entropy(↓):  1.390630
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films written by alfred hayes
Start Entity:     Alfred Hayes
Gold Answer:      [['Lee J. Cobb', 'Anthony Franciosa', 'Barbara Stanwyck', 'Gene Tierney', 'Lloyd Nolan', 'Robert Ryan', 'Paul Douglas', 'Humphrey Bogart', 'Agnes Moorehead', 'Eva Marie Saint', 'Marilyn Monroe', 'Don Murray']]
Predicted Ans:    Barbara Stanwyck
Predicted Path:   Alfred Hayes --[(INV) written_by]--> Clash by Night --[starred_actors]--> Barbara Stanwyck
Path (Raw):       Alfred Hayes --[No Operation]--> Alfred Hayes --[(INV) written_by]--> Clash by Night --[starred_actors]--> Barbara Stanwyck
Neg LogProb(↓):   0.258041
Path Entropy(↓):  0.610427
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies was willie morris the writer of
Start Entity:     Willie Morris
Gold Answer:      [['My Dog Skip']]
Predicted Ans:    My Dog Skip
Predicted Path:   Willie Morris --[(INV) written_by]--> My Dog Skip --[written_by]--> Willie Morris --[(INV) written_by]--> My Dog Skip
Path (Raw):       Willie Morris --[(INV) written_by]--> My Dog Skip --[written_by]--> Willie Morris --[(INV) written_by]--> My Dog Skip
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by max landis
Start Entity:     Max Landis
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Max Landis --[(INV) written_by]--> Chronicle --[has_genre]--> Thriller
Path (Raw):       Max Landis --[No Operation]--> Max Landis --[(INV) written_by]--> Chronicle --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of the films starred by the harvey girls actors
Start Entity:     The Harvey Girls
Gold Answer:      [['George Cukor', 'Cecil B. DeMille', 'Norman Taurog', 'William A. Wellman', 'Nicolas Roeg', 'Norman Panama', 'Anthony Page', 'Busby Berkeley', 'Alfred E. Green', 'John Frankenheimer', 'Henry King', 'John Cassavetes', 'Gus Meins', 'Neil Jordan', 'George Roy Hill', 'Charles Walters', 'Vincente Minnelli', 'John Sturges', 'Victor Fleming', 'Alfred Hitchcock', 'Guy Hamilton', 'Melvin Frank', 'Jack Donohue', 'David Butler', 'Joseph H. Lewis', 'Harold Prince', 'Robert Stevenson', 'Robert Z. Leonard']]
Predicted Ans:    Melvin Frank
Predicted Path:   The Harvey Girls --[starred_actors]--> Angela Lansbury --[(INV) starred_actors]--> The Court Jester --[directed_by]--> Melvin Frank
Path (Raw):       The Harvey Girls --[starred_actors]--> Angela Lansbury --[(INV) starred_actors]--> The Court Jester --[directed_by]--> Melvin Frank
Neg LogProb(↓):   0.321422
Path Entropy(↓):  1.086087
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of breathless
Start Entity:     Breathless
Gold Answer:      [['French', 'English']]
Predicted Ans:    French
Predicted Path:   Breathless --[written_by]--> François Truffaut --[(INV) written_by]--> The Man Who Loved Women --[in_language]--> French
Path (Raw):       Breathless --[written_by]--> François Truffaut --[(INV) written_by]--> The Man Who Loved Women --[in_language]--> French
Neg LogProb(↓):   0.716453
Path Entropy(↓):  0.815863
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share screenwriters with the rules of the game in
Start Entity:     The Rules of the Game
Gold Answer:      [['French', 'Finnish', 'Italian', 'German']]
Predicted Ans:    French
Predicted Path:   The Rules of the Game --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[in_language]--> French
Path (Raw):       The Rules of the Game --[written_by]--> Jean Renoir --[(INV) written_by]--> French Cancan --[in_language]--> French
Neg LogProb(↓):   0.585078
Path Entropy(↓):  1.032394
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share directors with the movie pool of london are written by who
Start Entity:     Pool of London
Gold Answer:      [['Anthony Armstrong', 'Robert Ardrey', 'John Boland', 'Janet Green', 'Jack London', 'Paul Jarrico', 'Nel King', 'Basil Dearden', 'John Baines', 'Bryan Forbes']]
Predicted Ans:    John Baines
Predicted Path:   Pool of London --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Dead of Night --[written_by]--> John Baines
Path (Raw):       Pool of London --[directed_by]--> Basil Dearden --[(INV) directed_by]--> Dead of Night --[written_by]--> John Baines
Neg LogProb(↓):   0.948709
Path Entropy(↓):  1.433710
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with alan jacobs
Start Entity:     Alan Jacobs
Gold Answer:      [['Aric Avelino', 'Steven Bagatourian']]
Predicted Ans:    Alan Jacobs
Predicted Path:   Alan Jacobs --[(INV) written_by]--> American Gun --[written_by]--> Alan Jacobs
Path (Raw):       Alan Jacobs --[No Operation]--> Alan Jacobs --[(INV) written_by]--> American Gun --[written_by]--> Alan Jacobs
Neg LogProb(↓):   0.125531
Path Entropy(↓):  0.365081
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of jack smith written films
Start Entity:     Jack Smith
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   Jack Smith --[(INV) written_by]--> Flaming Creatures --[release_year]--> 1963
Path (Raw):       Jack Smith --[No Operation]--> Jack Smith --[(INV) written_by]--> Flaming Creatures --[release_year]--> 1963
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000020
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the films directed by john g. young in
Start Entity:     John G. Young
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   John G. Young --[(INV) directed_by]--> Parallel Sons --[has_genre]--> Drama
Path (Raw):       John G. Young --[No Operation]--> John G. Young --[(INV) directed_by]--> Parallel Sons --[has_genre]--> Drama
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of dallas page acted films
Start Entity:     Dallas Page
Gold Answer:      [['1999', '2004']]
Predicted Ans:    1999
Predicted Path:   Dallas Page --[(INV) starred_actors]--> First Daughter --[release_year]--> 1999
Path (Raw):       Dallas Page --[No Operation]--> Dallas Page --[(INV) starred_actors]--> First Daughter --[release_year]--> 1999
Neg LogProb(↓):   0.676663
Path Entropy(↓):  0.693009
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of four weddings and a funeral
Start Entity:     Four Weddings and a Funeral
Gold Answer:      [['The Awakening', 'Great Expectations', 'Mona Lisa Smile', 'Donnie Brasco', 'An Awfully Big Adventure', 'Pushing Tin', 'Love in the Time of Cholera', 'Enchanted April', 'Dance with a Stranger', 'Harry Potter and the Goblet of Fire', 'Amazing Grace and Chuck', 'Into the West']]
Predicted Ans:    Love in the Time of Cholera
Predicted Path:   Four Weddings and a Funeral --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera
Path (Raw):       Four Weddings and a Funeral --[No Operation]--> Four Weddings and a Funeral --[directed_by]--> Mike Newell --[(INV) directed_by]--> Love in the Time of Cholera
Neg LogProb(↓):   0.567462
Path Entropy(↓):  1.459032
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of billy liar
Start Entity:     Billy Liar
Gold Answer:      [['The Day the Fish Came Out', 'The Night of the Generals', 'The Dresser', 'The Loneliness of the Long Distance Runner', 'Flood', 'Gambit', 'King Rat', 'Let Him Have It']]
Predicted Ans:    Gambit
Predicted Path:   Billy Liar --[starred_actors]--> Tom Courtenay --[(INV) starred_actors]--> Gambit
Path (Raw):       Billy Liar --[starred_actors]--> Tom Courtenay --[No Operation]--> Tom Courtenay --[(INV) starred_actors]--> Gambit
Neg LogProb(↓):   0.345728
Path Entropy(↓):  0.824920
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies starred by twixt actors
Start Entity:     Twixt
Gold Answer:      [['Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Horror
Predicted Path:   Twixt --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Path (Raw):       Twixt --[starred_actors]--> Val Kilmer --[(INV) starred_actors]--> The Island of Dr. Moreau --[has_genre]--> Horror
Neg LogProb(↓):   0.861535
Path Entropy(↓):  1.649323
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies written by ryan rowe fall under
Start Entity:     Ryan Rowe
Gold Answer:      [['Adventure', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   Ryan Rowe --[(INV) written_by]--> Charlie's Angels --[has_genre]--> Comedy
Path (Raw):       Ryan Rowe --[No Operation]--> Ryan Rowe --[(INV) written_by]--> Charlie's Angels --[has_genre]--> Comedy
Neg LogProb(↓):   0.008430
Path Entropy(↓):  0.054250
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of cactus flower
Start Entity:     Cactus Flower
Gold Answer:      [['Richard Quine', 'Rouben Mamoulian', 'Walter Lang', 'François Ozon', 'David Swift', 'Joseph L. Mankiewicz']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   Cactus Flower --[written_by]--> Abe Burrows --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Path (Raw):       Cactus Flower --[written_by]--> Abe Burrows --[(INV) written_by]--> Guys and Dolls --[directed_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   0.008255
Path Entropy(↓):  0.049600
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the genre of the film milk money
Start Entity:     Milk Money
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Milk Money --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Milk Money --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   2.953291
Path Entropy(↓):  4.445573
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose writers also wrote and then there were none
Start Entity:     And Then There Were None
Gold Answer:      [['Drama', 'Mystery', 'Comedy', 'Crime']]
Predicted Ans:    Crime
Predicted Path:   And Then There Were None --[written_by]--> Agatha Christie --[(INV) written_by]--> Murder on the Orient Express --[has_genre]--> Crime
Path (Raw):       And Then There Were None --[written_by]--> Agatha Christie --[(INV) written_by]--> Murder on the Orient Express --[has_genre]--> Crime
Neg LogProb(↓):   0.767457
Path Entropy(↓):  1.384373
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by a pure formality screenwriters
Start Entity:     A Pure Formality
Gold Answer:      [['Drama', 'Mystery', 'Thriller']]
Predicted Ans:    Drama
Predicted Path:   A Pure Formality --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> The Legend of 1900 --[has_genre]--> Drama
Path (Raw):       A Pure Formality --[written_by]--> Giuseppe Tornatore --[(INV) written_by]--> The Legend of 1900 --[has_genre]--> Drama
Neg LogProb(↓):   0.651457
Path Entropy(↓):  1.025389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose directors also directed battle cry
Start Entity:     Battle Cry
Gold Answer:      [['Western', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Battle Cry --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Path (Raw):       Battle Cry --[directed_by]--> Raoul Walsh --[(INV) directed_by]--> Regeneration --[has_genre]--> Drama
Neg LogProb(↓):   0.709298
Path Entropy(↓):  1.475365
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genre does we're the millers fall under
Start Entity:     We're the Millers
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   We're the Millers --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       We're the Millers --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.579802
Path Entropy(↓):  4.627571
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of mister roberts
Start Entity:     Mister Roberts
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Mister Roberts --[written_by]--> Joshua Logan --[(INV) written_by]--> Fanny --[in_language]--> French
Path (Raw):       Mister Roberts --[written_by]--> Joshua Logan --[(INV) written_by]--> Fanny --[in_language]--> French
Neg LogProb(↓):   0.000248
Path Entropy(↓):  0.002389
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose actors also appear in the movie passion
Start Entity:     Passion
Gold Answer:      [['2009', '1933', '2005', '2010', '2004', '2014', '2012', '2011', '2013']]
Predicted Ans:    2009
Predicted Path:   Passion --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[release_year]--> 2009
Path (Raw):       Passion --[starred_actors]--> Noomi Rapace --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[release_year]--> 2009
Neg LogProb(↓):   0.566686
Path Entropy(↓):  1.212646
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of the return of doctor x is also the director of which movies
Start Entity:     The Return of Doctor X
Gold Answer:      [['The Hard Way', 'Across the Pacific', 'Mr. Skeffington', 'Harriet Craig', 'The Hasty Heart', 'A Fever in the Blood', 'Adventures of Don Juan', 'Old Acquaintance', 'The Young Philadelphians', 'The Second Time Around', 'The Unfaithful', 'Backfire', 'All Through the Night']]
Predicted Ans:    Mr. Skeffington
Predicted Path:   The Return of Doctor X --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington
Path (Raw):       The Return of Doctor X --[directed_by]--> Vincent Sherman --[(INV) directed_by]--> Mr. Skeffington --[No Operation]--> Mr. Skeffington
Neg LogProb(↓):   0.894196
Path Entropy(↓):  1.707357
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote movies that share directors with the movie survival of the dead
Start Entity:     Survival of the Dead
Gold Answer:      [['James Gunn', 'Scott Kosar', 'Jeffrey Reddick', 'John A. Russo', 'Ray Wright', 'Stephen King', 'George A. Romero', 'Dario Argento', 'Edgar Allan Poe', 'Michael Stewart']]
Predicted Ans:    Edgar Allan Poe
Predicted Path:   Survival of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes --[written_by]--> Edgar Allan Poe
Path (Raw):       Survival of the Dead --[directed_by]--> George A. Romero --[(INV) directed_by]--> Two Evil Eyes --[written_by]--> Edgar Allan Poe
Neg LogProb(↓):   0.879144
Path Entropy(↓):  1.678504
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies directed by the seed of chucky director
Start Entity:     Seed of Chucky
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Seed of Chucky --[directed_by]--> Don Mancini --[(INV) directed_by]--> Curse of Chucky --[has_genre]--> Horror
Path (Raw):       Seed of Chucky --[directed_by]--> Don Mancini --[(INV) directed_by]--> Curse of Chucky --[has_genre]--> Horror
Neg LogProb(↓):   0.004193
Path Entropy(↓):  0.027090
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film dream wife
Start Entity:     Dream Wife
Gold Answer:      [['Herbert Baker', 'Alfred Lewis Levitt', 'Sidney Sheldon']]
Predicted Ans:    Sidney Sheldon
Predicted Path:   Dream Wife --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer --[written_by]--> Sidney Sheldon
Path (Raw):       Dream Wife --[written_by]--> Sidney Sheldon --[(INV) written_by]--> The Bachelor and the Bobby-Soxer --[written_by]--> Sidney Sheldon
Neg LogProb(↓):   0.099031
Path Entropy(↓):  0.383342
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by edgecumb pinchon
Start Entity:     Edgecumb Pinchon
Gold Answer:      [['Biography']]
Predicted Ans:    Biography
Predicted Path:   Edgecumb Pinchon --[(INV) written_by]--> Viva Villa! --[has_genre]--> Biography
Path (Raw):       Edgecumb Pinchon --[No Operation]--> Edgecumb Pinchon --[(INV) written_by]--> Viva Villa! --[has_genre]--> Biography
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by joseph jefferson farjeon were released in which years
Start Entity:     Joseph Jefferson Farjeon
Gold Answer:      [['1932']]
Predicted Ans:    1932
Predicted Path:   Joseph Jefferson Farjeon --[(INV) written_by]--> Number 17 --[release_year]--> 1932
Path (Raw):       Joseph Jefferson Farjeon --[No Operation]--> Joseph Jefferson Farjeon --[(INV) written_by]--> Number 17 --[release_year]--> 1932
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film the late george apley
Start Entity:     The Late George Apley
Gold Answer:      [['Richard Quine', 'Richard Thorpe', 'George Cukor', 'John Cromwell', 'William Dieterle', 'Jack Conway', 'Ralph Thomas', 'George Stevens', 'Henry King', 'Frank Lloyd', 'Mervyn LeRoy', 'Richard Whorf', 'George Fitzmaurice', 'Clarence Brown']]
Predicted Ans:    Clarence Brown
Predicted Path:   The Late George Apley --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[directed_by]--> Clarence Brown
Path (Raw):       The Late George Apley --[starred_actors]--> Ronald Colman --[(INV) starred_actors]--> Kiki --[directed_by]--> Clarence Brown
Neg LogProb(↓):   0.971601
Path Entropy(↓):  1.284205
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by herbert kretzmer starred who
Start Entity:     Herbert Kretzmer
Gold Answer:      [['Russell Crowe', 'Harry Baur', 'Fredric March', 'Amanda Seyfried', 'Jean Gabin', 'Charles Laughton', 'Charles Vanel', 'Anne Hathaway', 'Hugh Jackman']]
Predicted Ans:    Hugh Jackman
Predicted Path:   Herbert Kretzmer --[(INV) written_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Path (Raw):       Herbert Kretzmer --[No Operation]--> Herbert Kretzmer --[(INV) written_by]--> Les Misérables --[starred_actors]--> Hugh Jackman
Neg LogProb(↓):   0.289508
Path Entropy(↓):  0.836941
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the merry widow
Start Entity:     The Merry Widow
Gold Answer:      [['Romance', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The Merry Widow --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> The Merry Widow --[has_genre]--> Comedy
Path (Raw):       The Merry Widow --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> The Merry Widow --[has_genre]--> Comedy
Neg LogProb(↓):   0.706557
Path Entropy(↓):  1.537003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the writer of the bride wore red
Start Entity:     The Bride Wore Red
Gold Answer:      [['Musical', 'Fantasy', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Bride Wore Red --[written_by]--> Ferenc Molnár --[(INV) written_by]--> Double Wedding --[has_genre]--> Comedy
Path (Raw):       The Bride Wore Red --[written_by]--> Ferenc Molnár --[(INV) written_by]--> Double Wedding --[has_genre]--> Comedy
Neg LogProb(↓):   0.282036
Path Entropy(↓):  0.597759
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which directors co - directed movies with mikael hafstrom
Start Entity:     Mikael Håfström
Gold Answer:      [['Bob Misiorowski', 'Dibakar Banerjee']]
Predicted Ans:    Mikael Håfström
Predicted Path:   Mikael Håfström --[(INV) directed_by]--> 1408 --[directed_by]--> Mikael Håfström
Path (Raw):       Mikael Håfström --[No Operation]--> Mikael Håfström --[(INV) directed_by]--> 1408 --[directed_by]--> Mikael Håfström
Neg LogProb(↓):   0.165710
Path Entropy(↓):  0.500285
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which screenwriters co - wrote films with joseph hoffman
Start Entity:     Joseph Hoffman
Gold Answer:      [['P.G. Wodehouse', 'Stephen Gross']]
Predicted Ans:    P.G. Wodehouse
Predicted Path:   Joseph Hoffman --[(INV) written_by]--> Thank You, Jeeves! --[written_by]--> P.G. Wodehouse
Path (Raw):       Joseph Hoffman --[No Operation]--> Joseph Hoffman --[(INV) written_by]--> Thank You, Jeeves! --[written_by]--> P.G. Wodehouse
Neg LogProb(↓):   0.000300
Path Entropy(↓):  0.002758
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film dogfight
Start Entity:     Dogfight
Gold Answer:      [['Sidney Lumet', 'Peter Bogdanovich', 'James Wan', 'Susan Seidelman', 'Donald Petrie', 'Gus Van Sant', 'Jan de Bont', 'Bob Gosse', 'Joe Dante', 'Richard Benjamin', 'William Richert', 'Robert Wise', 'Peter Weir', 'Mary Harron', 'Toni Kalem', 'Abel Ferrara', 'Nancy Savoca']]
Predicted Ans:    Toni Kalem
Predicted Path:   Dogfight --[starred_actors]--> Lili Taylor --[(INV) starred_actors]--> A Slipping-Down Life --[directed_by]--> Toni Kalem
Path (Raw):       Dogfight --[starred_actors]--> Lili Taylor --[(INV) starred_actors]--> A Slipping-Down Life --[directed_by]--> Toni Kalem
Neg LogProb(↓):   0.317976
Path Entropy(↓):  1.011177
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by robert enrico were released in which years
Start Entity:     Robert Enrico
Gold Answer:      [['1965']]
Predicted Ans:    1965
Predicted Path:   Robert Enrico --[(INV) written_by]--> The Wise Guys --[release_year]--> 1965
Path (Raw):       Robert Enrico --[No Operation]--> Robert Enrico --[(INV) written_by]--> The Wise Guys --[release_year]--> 1965
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000019
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies whose directors also directed the fish child
Start Entity:     The Fish Child
Gold Answer:      [['Spanish', 'German']]
Predicted Ans:    Spanish
Predicted Path:   The Fish Child --[directed_by]--> Lucía Puenzo --[(INV) directed_by]--> XXY --[in_language]--> Spanish
Path (Raw):       The Fish Child --[directed_by]--> Lucía Puenzo --[(INV) directed_by]--> XXY --[in_language]--> Spanish
Neg LogProb(↓):   0.000558
Path Entropy(↓):  0.004742
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share directors with the film baadasssss!
Start Entity:     Baadasssss!
Gold Answer:      [['Mario Van Peebles', 'Melvin Van Peebles', 'William Roberts', 'Christopher Knopf']]
Predicted Ans:    Mario Van Peebles
Predicted Path:   Baadasssss! --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[written_by]--> Mario Van Peebles
Path (Raw):       Baadasssss! --[directed_by]--> Mario Van Peebles --[(INV) directed_by]--> Hard Luck --[written_by]--> Mario Van Peebles
Neg LogProb(↓):   0.149087
Path Entropy(↓):  0.483032
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in all is lost also appears in which movies
Start Entity:     All Is Lost
Gold Answer:      [['Spy Game', 'Legal Eagles', 'Lions for Lambs', 'A Walk in the Woods', 'Downhill Racer', 'The Company You Keep', 'Little Fauss and Big Halsy', 'The Chase', 'Out of Africa', 'The Electric Horseman', 'The Natural', 'Butch Cassidy and the Sundance Kid', 'An Unfinished Life', 'This Property Is Condemned', 'The Last Castle', 'The Great Gatsby', 'Inside Daisy Clover', 'The Way We Were', "All the President's Men", 'The Horse Whisperer', 'Barefoot in the Park', 'Indecent Proposal', 'The Hot Rock', 'The Candidate', 'Havana', 'Brubaker', 'Jeremiah Johnson', 'The Great Waldo Pepper', 'The Sting', 'Sneakers', 'Three Days of the Condor']]
Predicted Ans:    The Great Gatsby
Predicted Path:   All Is Lost --[starred_actors]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby
Path (Raw):       All Is Lost --[starred_actors]--> Robert Redford --[No Operation]--> Robert Redford --[(INV) starred_actors]--> The Great Gatsby
Neg LogProb(↓):   0.875293
Path Entropy(↓):  2.253829
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share directors with the movie serena were in which genres
Start Entity:     Serena
Gold Answer:      [['Drama', 'Thriller', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Serena --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Brothers --[has_genre]--> Drama
Path (Raw):       Serena --[directed_by]--> Susanne Bier --[(INV) directed_by]--> Brothers --[has_genre]--> Drama
Neg LogProb(↓):   0.846394
Path Entropy(↓):  1.277973
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the movies directed by don siegel
Start Entity:     Don Siegel
Gold Answer:      [['Jack Finney', 'Howard Rodman', 'Aleksandr Gordon', 'Albert Maltz', 'Richard Dougherty', 'Ernest Hemingway', 'Glendon Swarthout', 'David Mamet', 'Andrei Tarkovsky', 'Leigh Vance', 'Clive Egleton', 'Scott Hale', 'Miles Hood Swarthout', 'Daniel Mainwaring', 'Abraham Polonsky', 'Anthony Veiller', 'Walter Wager', 'Clair Huffaker', 'Richard Wormser', 'Barry Reed', 'Collier Young', 'Ida Lupino', 'Peter Milne', 'Israel Zangwill']]
Predicted Ans:    Ernest Hemingway
Predicted Path:   Don Siegel --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Path (Raw):       Don Siegel --[No Operation]--> Don Siegel --[(INV) directed_by]--> The Killers --[written_by]--> Ernest Hemingway
Neg LogProb(↓):   1.586033
Path Entropy(↓):  2.388398
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the movies that share directors with the movie norwegian wood
Start Entity:     Norwegian Wood
Gold Answer:      [['1995', '1993']]
Predicted Ans:    1993
Predicted Path:   Norwegian Wood --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> The Scent of Green Papaya --[release_year]--> 1993
Path (Raw):       Norwegian Wood --[directed_by]--> Tran Anh Hung --[(INV) directed_by]--> The Scent of Green Papaya --[release_year]--> 1993
Neg LogProb(↓):   0.791988
Path Entropy(↓):  0.977546
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of a high wind in jamaica
Start Entity:     A High Wind in Jamaica
Gold Answer:      [['Irma P. Hall', 'Alec Guinness', 'Herbert Lom', 'Tom Hanks', 'Joan Greenwood', 'Cecil Parker', 'Tony Curtis', 'Claudia Cardinale', 'Burt Lancaster', 'Marlon Wayans', 'Martin Milner', 'Susan Harrison', 'Peter Sellers']]
Predicted Ans:    Alec Guinness
Predicted Path:   A High Wind in Jamaica --[directed_by]--> Alexander Mackendrick --[(INV) directed_by]--> The Man in the White Suit --[starred_actors]--> Alec Guinness
Path (Raw):       A High Wind in Jamaica --[directed_by]--> Alexander Mackendrick --[(INV) directed_by]--> The Man in the White Suit --[starred_actors]--> Alec Guinness
Neg LogProb(↓):   0.426666
Path Entropy(↓):  0.861408
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by close - up actors
Start Entity:     Close-Up
Gold Answer:      [['Mohsen Makhmalbaf']]
Predicted Ans:    Mohsen Makhmalbaf
Predicted Path:   Close-Up --[starred_actors]--> Mohsen Makhmalbaf --[(INV) starred_actors]--> A Moment of Innocence --[written_by]--> Mohsen Makhmalbaf
Path (Raw):       Close-Up --[starred_actors]--> Mohsen Makhmalbaf --[(INV) starred_actors]--> A Moment of Innocence --[written_by]--> Mohsen Makhmalbaf
Neg LogProb(↓):   0.145311
Path Entropy(↓):  0.455192
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by the wolf man actors
Start Entity:     The Wolf Man
Gold Answer:      [['French', 'Polish']]
Predicted Ans:    French
Predicted Path:   The Wolf Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[in_language]--> French
Path (Raw):       The Wolf Man --[starred_actors]--> Claude Rains --[(INV) starred_actors]--> Passage to Marseille --[in_language]--> French
Neg LogProb(↓):   0.000301
Path Entropy(↓):  0.003010
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the hunchback of notre dame
Start Entity:     The Hunchback of Notre Dame
Gold Answer:      [['A Walk in the Clouds', 'The Suspect', 'Flawless', 'Spartacus', 'Lion of the Desert', 'Half Light', 'If I Had a Million', 'Zorba the Greek', 'Requiem for a Heavyweight', 'G.I. Jane', 'Wings of Courage', 'Ulysses', 'The Secret of Santa Vittoria', 'Slam Dance', 'Rio Grande', 'The Paradine Case', 'Buona Sera, Mrs. Campbell', 'The Old Dark House', 'Dance, Girl, Dance', 'The Rare Breed', 'Captain Kidd', "St. Elmo's Fire", 'The Sign of the Cross', 'White Palace', 'Indecent Proposal', 'Behold a Pale Horse', 'The Quiet Man', 'Wild Is the Wind', 'This Land Is Mine', 'Pretty Woman', 'Mutiny on the Bounty', 'Sitting Pretty', 'The Barretts of Wimpole Street', 'The Juror', 'To the Shores of Tripoli', 'Ghost', 'Portrait in Black', 'The Black Orchid', 'The Black Swan', 'Miracle on 34th Street', 'The Magus', 'Mortal Thoughts', 'High Risk', 'Another Happy Day', 'The Visit', "At Sword's Point", 'Viva Zapata!', 'The Ox-Bow Incident', 'Mr. Brooks', 'A Few Good Men', 'Buffalo Bill', 'Parasite', 'Les Misérables', 'Avenging Angelo', 'The Joneses', 'Jamaica Inn', 'The Long Gray Line', 'Against All Flags', 'Dunston Checks In', 'Payment Deferred', 'It Started with Eve', "A Woman's Secret", 'The Guns of Navarone', 'The Inner Circle', 'The Big Clock', 'Sidewalks of London', 'Revenge', 'Island of Lost Souls', 'The Wings of Eagles', 'The Strange Door', 'Striptease', 'Ruggles of Red Gap', 'Last Train from Gun Hill', 'North', 'Barabbas', 'The Parent Trap', 'Lust for Life', 'The Spanish Main', 'A High Wind in Jamaica', 'The Fallen Sparrow', 'Attila', 'Trapeze', 'Only the Lonely', "We're No Angels", 'The Deadly Companions', 'Road to Morocco', 'Rembrandt', 'The Bribe', 'The Canterville Ghost', 'Dominick and Eugene', 'Immortal Sergeant', 'Our Man in Havana', "Spencer's Mountain", 'Passion of Mind', "The Butcher's Wife", 'Mr. Hobbs Takes a Vacation', 'Wisdom', 'No Small Affair', 'Shallow Hal', 'Strange Bedfellows', 'The Redhead from Wyoming', 'How Green Was My Valley', 'Back to Bataan', 'Warlock', 'Witness for the Prosecution', 'Disclosure', 'Beat the Devil', 'Come September', 'Animal House', "Hobson's Choice", 'The Scarlet Letter', 'Abbott and Costello Meet Captain Kidd', 'Arch of Triumph', 'Young Bess', 'La Strada', 'The Don Is Dead', 'Happy Tears', 'McLintock!']]
Predicted Ans:    How Green Was My Valley
Predicted Path:   The Hunchback of Notre Dame --[starred_actors]--> Maureen O'Hara --[(INV) starred_actors]--> How Green Was My Valley
Path (Raw):       The Hunchback of Notre Dame --[starred_actors]--> Maureen O'Hara --[No Operation]--> Maureen O'Hara --[(INV) starred_actors]--> How Green Was My Valley
Neg LogProb(↓):   1.012057
Path Entropy(↓):  1.838663
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of bubba ho - tep
Start Entity:     Bubba Ho-Tep
Gold Answer:      [['2002']]
Predicted Ans:    2002
Predicted Path:   Bubba Ho-Tep --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Path (Raw):       Bubba Ho-Tep --[release_year]--> 2002 --[(INV) release_year]--> City of Ghosts --[release_year]--> 2002
Neg LogProb(↓):   3.081974
Path Entropy(↓):  4.340049
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by the writer of those who love me can take the train
Start Entity:     Those Who Love Me Can Take the Train
Gold Answer:      [['Louise Archambault', 'Patrice Chéreau', 'Danièle Thompson']]
Predicted Ans:    Patrice Chéreau
Predicted Path:   Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Gabrielle --[directed_by]--> Patrice Chéreau
Path (Raw):       Those Who Love Me Can Take the Train --[written_by]--> Patrice Chéreau --[(INV) written_by]--> Gabrielle --[directed_by]--> Patrice Chéreau
Neg LogProb(↓):   0.604836
Path Entropy(↓):  0.995021
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films starred by mara corday
Start Entity:     Mara Corday
Gold Answer:      [['1957', '1955']]
Predicted Ans:    1955
Predicted Path:   Mara Corday --[(INV) starred_actors]--> Tarantula --[release_year]--> 1955
Path (Raw):       Mara Corday --[No Operation]--> Mara Corday --[(INV) starred_actors]--> Tarantula --[release_year]--> 1955
Neg LogProb(↓):   0.484432
Path Entropy(↓):  0.665968
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Can you give a few words describing what wanderlust is about
Start Entity:     Wanderlust
Gold Answer:      [['paul rudd', 'jennifer aniston']]
Predicted Ans:    jennifer aniston
Predicted Path:   Wanderlust --[has_tags]--> jennifer aniston --[(INV) has_tags]--> She's the One --[has_tags]--> jennifer aniston
Path (Raw):       Wanderlust --[has_tags]--> jennifer aniston --[(INV) has_tags]--> She's the One --[has_tags]--> jennifer aniston
Neg LogProb(↓):   0.000171
Path Entropy(↓):  0.001850
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with cressida cowell
Start Entity:     Cressida Cowell
Gold Answer:      [['Dean DeBlois', 'Chris Sanders']]
Predicted Ans:    Cressida Cowell
Predicted Path:   Cressida Cowell --[(INV) written_by]--> How to Train Your Dragon --[written_by]--> Cressida Cowell
Path (Raw):       Cressida Cowell --[No Operation]--> Cressida Cowell --[(INV) written_by]--> How to Train Your Dragon --[written_by]--> Cressida Cowell
Neg LogProb(↓):   0.729658
Path Entropy(↓):  0.875401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What are the primary languages in the films written by the screenwriter of arch of triumph
Start Entity:     Arch of Triumph
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Arch of Triumph --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[in_language]--> German
Path (Raw):       Arch of Triumph --[written_by]--> Erich Maria Remarque --[(INV) written_by]--> All Quiet on the Western Front --[in_language]--> German
Neg LogProb(↓):   0.745931
Path Entropy(↓):  0.903212
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose screenwriters also wrote a time for drunken horses
Start Entity:     A Time for Drunken Horses
Gold Answer:      [['Drama', 'War']]
Predicted Ans:    Drama
Predicted Path:   A Time for Drunken Horses --[written_by]--> Bahman Ghobadi --[(INV) written_by]--> Turtles Can Fly --[has_genre]--> Drama
Path (Raw):       A Time for Drunken Horses --[written_by]--> Bahman Ghobadi --[(INV) written_by]--> Turtles Can Fly --[has_genre]--> Drama
Neg LogProb(↓):   0.179404
Path Entropy(↓):  0.550004
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies starred by actors in above suspicion
Start Entity:     Above Suspicion
Gold Answer:      [['Swedish', 'French', 'English']]
Predicted Ans:    English
Predicted Path:   Above Suspicion --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Path (Raw):       Above Suspicion --[starred_actors]--> Fred MacMurray --[(INV) starred_actors]--> The Gilded Lily --[in_language]--> English
Neg LogProb(↓):   0.227619
Path Entropy(↓):  0.707614
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by victor wong
Start Entity:     Victor Wong
Gold Answer:      [['Louis Chu']]
Predicted Ans:    Louis Chu
Predicted Path:   Victor Wong --[(INV) starred_actors]--> Eat a Bowl of Tea --[written_by]--> Louis Chu
Path (Raw):       Victor Wong --[No Operation]--> Victor Wong --[(INV) starred_actors]--> Eat a Bowl of Tea --[written_by]--> Louis Chu
Neg LogProb(↓):   0.008297
Path Entropy(↓):  0.050164
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films have the same screenwriter of a gathering of eagles
Start Entity:     A Gathering of Eagles
Gold Answer:      [['The Princess and the Pirate', 'Road to Zanzibar', "Twelve O'Clock High"]]
Predicted Ans:    Twelve O'Clock High
Predicted Path:   A Gathering of Eagles --[written_by]--> Sy Bartlett --[(INV) written_by]--> Twelve O'Clock High
Path (Raw):       A Gathering of Eagles --[No Operation]--> A Gathering of Eagles --[written_by]--> Sy Bartlett --[(INV) written_by]--> Twelve O'Clock High
Neg LogProb(↓):   0.570283
Path Entropy(↓):  1.135658
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What terms are applicable to the green years
Start Entity:     The Green Years
Gold Answer:      [['victor saville']]
Predicted Ans:    victor saville
Predicted Path:   The Green Years --[has_tags]--> victor saville --[(INV) has_tags]--> First a Girl --[has_tags]--> victor saville
Path (Raw):       The Green Years --[has_tags]--> victor saville --[(INV) has_tags]--> First a Girl --[has_tags]--> victor saville
Neg LogProb(↓):   0.130846
Path Entropy(↓):  0.372167
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of trial on the road
Start Entity:     Trial on the Road
Gold Answer:      [['Drama']]
Predicted Ans:    War
Predicted Path:   Trial on the Road --[written_by]--> Yuri German --[(INV) written_by]--> Trial on the Road --[has_genre]--> War
Path (Raw):       Trial on the Road --[written_by]--> Yuri German --[(INV) written_by]--> Trial on the Road --[has_genre]--> War
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000003
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by rooney mara release
Start Entity:     Rooney Mara
Gold Answer:      [['1970', '2009', '2010', '2014', '2011', '1984', '2013']]
Predicted Ans:    2009
Predicted Path:   Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[release_year]--> 2009
Path (Raw):       Rooney Mara --[No Operation]--> Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo --[release_year]--> 2009
Neg LogProb(↓):   0.679820
Path Entropy(↓):  1.282093
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with pal joey fall under
Start Entity:     Pal Joey
Gold Answer:      [['Music', 'Western', 'Musical', 'Drama', 'War', 'Comedy', 'Action', 'Adventure', 'Mystery', 'Thriller']]
Predicted Ans:    War
Predicted Path:   Pal Joey --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Von Ryan's Express --[has_genre]--> War
Path (Raw):       Pal Joey --[starred_actors]--> Frank Sinatra --[(INV) starred_actors]--> Von Ryan's Express --[has_genre]--> War
Neg LogProb(↓):   1.643627
Path Entropy(↓):  3.021585
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which film did roland pertwee write the story for
Start Entity:     Roland Pertwee
Gold Answer:      [['Madonna of the Seven Moons']]
Predicted Ans:    Madonna of the Seven Moons
Predicted Path:   Roland Pertwee --[(INV) written_by]--> Madonna of the Seven Moons --[written_by]--> Roland Pertwee --[(INV) written_by]--> Madonna of the Seven Moons
Path (Raw):       Roland Pertwee --[(INV) written_by]--> Madonna of the Seven Moons --[written_by]--> Roland Pertwee --[(INV) written_by]--> Madonna of the Seven Moons
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films acted by juliano ribeiro salgado
Start Entity:     Juliano Ribeiro Salgado
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Juliano Ribeiro Salgado --[(INV) starred_actors]--> The Salt of the Earth --[in_language]--> French
Path (Raw):       Juliano Ribeiro Salgado --[No Operation]--> Juliano Ribeiro Salgado --[(INV) starred_actors]--> The Salt of the Earth --[in_language]--> French
Neg LogProb(↓):   0.000843
Path Entropy(↓):  0.006812
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of john paul starred movies
Start Entity:     John Paul
Gold Answer:      [['Peter Sasdy']]
Predicted Ans:    Peter Sasdy
Predicted Path:   John Paul --[(INV) starred_actors]--> Doomwatch --[directed_by]--> Peter Sasdy
Path (Raw):       John Paul --[No Operation]--> John Paul --[(INV) starred_actors]--> Doomwatch --[directed_by]--> Peter Sasdy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films written by the screenwriter of 10 were directed by who
Start Entity:     10
Gold Answer:      [['Richard Quine', 'Blake Edwards', 'Ralph Nelson', 'Alexander Hall', 'François Truffaut', 'Bud Yorkin']]
Predicted Ans:    Blake Edwards
Predicted Path:   10 --[written_by]--> Blake Edwards --[(INV) written_by]--> The Pink Panther --[directed_by]--> Blake Edwards
Path (Raw):       10 --[written_by]--> Blake Edwards --[(INV) written_by]--> The Pink Panther --[directed_by]--> Blake Edwards
Neg LogProb(↓):   1.288644
Path Entropy(↓):  1.591910
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies acted by vittorio gassman
Start Entity:     Vittorio Gassman
Gold Answer:      [['Mario Monicelli', 'Burt Reynolds', 'Martin Brest', 'Robert Altman', 'Ettore Scola', 'King Vidor', 'Valerio Zurlini', 'Luc Besson', 'Dino Risi', 'Giuseppe De Santis']]
Predicted Ans:    Luc Besson
Predicted Path:   Vittorio Gassman --[(INV) starred_actors]--> The Family --[directed_by]--> Luc Besson
Path (Raw):       Vittorio Gassman --[No Operation]--> Vittorio Gassman --[(INV) starred_actors]--> The Family --[directed_by]--> Luc Besson
Neg LogProb(↓):   0.733772
Path Entropy(↓):  1.269945
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the director that directed nightwatch
Start Entity:     Nightwatch
Gold Answer:      [['Ole Bornedal']]
Predicted Ans:    Ole Bornedal
Predicted Path:   Nightwatch --[directed_by]--> Ole Bornedal --[(INV) directed_by]--> The Possession --[directed_by]--> Ole Bornedal
Path (Raw):       Nightwatch --[directed_by]--> Ole Bornedal --[(INV) directed_by]--> The Possession --[directed_by]--> Ole Bornedal
Neg LogProb(↓):   1.882234
Path Entropy(↓):  1.964363
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films directed by the thirty seconds over tokyo director
Start Entity:     Thirty Seconds Over Tokyo
Gold Answer:      [['Romance', 'Family', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Horror', 'Adventure', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Path (Raw):       Thirty Seconds Over Tokyo --[directed_by]--> Mervyn LeRoy --[(INV) directed_by]--> The FBI Story --[has_genre]--> Drama
Neg LogProb(↓):   1.126475
Path Entropy(↓):  1.791328
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies directed by aditya datt release
Start Entity:     Aditya Datt
Gold Answer:      [['2013']]
Predicted Ans:    2013
Predicted Path:   Aditya Datt --[(INV) directed_by]--> Table No. 21 --[release_year]--> 2013
Path (Raw):       Aditya Datt --[No Operation]--> Aditya Datt --[(INV) directed_by]--> Table No. 21 --[release_year]--> 2013
Neg LogProb(↓):   0.006942
Path Entropy(↓):  0.042573
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What movies can be described by jonathan miller
Start Entity:     jonathan miller
Gold Answer:      [['Take a Girl Like You']]
Predicted Ans:    Take a Girl Like You
Predicted Path:   jonathan miller --[(INV) has_tags]--> Take a Girl Like You --[has_tags]--> jonathan miller --[(INV) has_tags]--> Take a Girl Like You
Path (Raw):       jonathan miller --[(INV) has_tags]--> Take a Girl Like You --[has_tags]--> jonathan miller --[(INV) has_tags]--> Take a Girl Like You
Neg LogProb(↓):   0.000104
Path Entropy(↓):  0.001056
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film pennies from heaven starred which actors
Start Entity:     Pennies from Heaven
Gold Answer:      [['Edith Fellows', 'Bing Crosby', 'Madge Evans', 'Louis Armstrong']]
Predicted Ans:    Jessica Harper
Predicted Path:   Pennies from Heaven --[starred_actors]--> Jessica Harper --[(INV) starred_actors]--> Suspiria --[starred_actors]--> Jessica Harper
Path (Raw):       Pennies from Heaven --[starred_actors]--> Jessica Harper --[(INV) starred_actors]--> Suspiria --[starred_actors]--> Jessica Harper
Neg LogProb(↓):   0.438829
Path Entropy(↓):  1.211343
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was the italian job directed by
Start Entity:     The Italian Job
Gold Answer:      [['F. Gary Gray']]
Predicted Ans:    F. Gary Gray
Predicted Path:   The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Negotiator --[directed_by]--> F. Gary Gray
Path (Raw):       The Italian Job --[directed_by]--> F. Gary Gray --[(INV) directed_by]--> The Negotiator --[directed_by]--> F. Gary Gray
Neg LogProb(↓):   0.692108
Path Entropy(↓):  1.012052
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of the girl he left behind were directed by who
Start Entity:     The Girl He Left Behind
Gold Answer:      [['Richard Thorpe', 'Harmon Jones', 'Marlon Brando', 'John Frankenheimer', 'Martin Ritt']]
Predicted Ans:    John Frankenheimer
Predicted Path:   The Girl He Left Behind --[written_by]--> Guy Trosper --[(INV) written_by]--> Birdman of Alcatraz --[directed_by]--> John Frankenheimer
Path (Raw):       The Girl He Left Behind --[written_by]--> Guy Trosper --[(INV) written_by]--> Birdman of Alcatraz --[directed_by]--> John Frankenheimer
Neg LogProb(↓):   0.126184
Path Entropy(↓):  0.469966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by elizabeth rice were in which genres
Start Entity:     Elizabeth Rice
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Elizabeth Rice --[(INV) starred_actors]--> Odd Girl Out --[has_genre]--> Drama
Path (Raw):       Elizabeth Rice --[No Operation]--> Elizabeth Rice --[(INV) starred_actors]--> Odd Girl Out --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by amy locane
Start Entity:     Amy Locane
Gold Answer:      [['Jim Harrison', 'John Waters']]
Predicted Ans:    John Waters
Predicted Path:   Amy Locane --[(INV) starred_actors]--> Cry-Baby --[written_by]--> John Waters
Path (Raw):       Amy Locane --[No Operation]--> Amy Locane --[(INV) starred_actors]--> Cry-Baby --[written_by]--> John Waters
Neg LogProb(↓):   0.133135
Path Entropy(↓):  0.455248
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films directed by albert zugsmith were written by who
Start Entity:     Albert Zugsmith
Gold Answer:      [['Thomas De Quincey']]
Predicted Ans:    Thomas De Quincey
Predicted Path:   Albert Zugsmith --[(INV) directed_by]--> Confessions of an Opium Eater --[written_by]--> Thomas De Quincey
Path (Raw):       Albert Zugsmith --[No Operation]--> Albert Zugsmith --[(INV) directed_by]--> Confessions of an Opium Eater --[written_by]--> Thomas De Quincey
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000442
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of wake island also wrote which movies
Start Entity:     Wake Island
Gold Answer:      [['Road to Morocco', 'Road to Zanzibar', 'The Milky Way', 'Golden Earrings']]
Predicted Ans:    The Milky Way
Predicted Path:   Wake Island --[written_by]--> Frank Butler --[(INV) written_by]--> The Milky Way
Path (Raw):       Wake Island --[written_by]--> Frank Butler --[(INV) written_by]--> The Milky Way --[No Operation]--> The Milky Way
Neg LogProb(↓):   0.225265
Path Entropy(↓):  0.572727
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in black dawn
Start Entity:     Black Dawn
Gold Answer:      [['Steven Seagal']]
Predicted Ans:    Steven Seagal
Predicted Path:   Black Dawn --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Black Dawn --[starred_actors]--> Steven Seagal
Path (Raw):       Black Dawn --[starred_actors]--> Steven Seagal --[(INV) starred_actors]--> Black Dawn --[starred_actors]--> Steven Seagal
Neg LogProb(↓):   1.127140
Path Entropy(↓):  1.513553
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - starred with joey bishop
Start Entity:     Joey Bishop
Gold Answer:      [['Martin Balsam', 'Alan Alda', 'Chuck Norris', 'Dean Martin', 'Madeline Kahn', 'Lee Marvin', 'Anthony LaPaglia']]
Predicted Ans:    Madeline Kahn
Predicted Path:   Joey Bishop --[(INV) starred_actors]--> Betsy's Wedding --[starred_actors]--> Madeline Kahn
Path (Raw):       Joey Bishop --[No Operation]--> Joey Bishop --[(INV) starred_actors]--> Betsy's Wedding --[starred_actors]--> Madeline Kahn
Neg LogProb(↓):   0.128921
Path Entropy(↓):  0.464279
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by actors in three lives and only one death
Start Entity:     Three Lives and Only One Death
Gold Answer:      [['Drama', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Three Lives and Only One Death --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Path (Raw):       Three Lives and Only One Death --[starred_actors]--> Marcello Mastroianni --[(INV) starred_actors]--> La Notte --[has_genre]--> Drama
Neg LogProb(↓):   0.638129
Path Entropy(↓):  1.423458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote see you next tuesday
Start Entity:     See You Next Tuesday
Gold Answer:      [['Drew Tobia']]
Predicted Ans:    Drew Tobia
Predicted Path:   See You Next Tuesday --[written_by]--> Drew Tobia --[(INV) written_by]--> See You Next Tuesday --[written_by]--> Drew Tobia
Path (Raw):       See You Next Tuesday --[written_by]--> Drew Tobia --[(INV) written_by]--> See You Next Tuesday --[written_by]--> Drew Tobia
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000007
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the reformer and the redhead
Start Entity:     The Reformer and the Redhead
Gold Answer:      [['June Allyson', 'Dick Powell', 'David Wayne']]
Predicted Ans:    Dick Powell
Predicted Path:   The Reformer and the Redhead --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Cornered --[starred_actors]--> Dick Powell
Path (Raw):       The Reformer and the Redhead --[starred_actors]--> Dick Powell --[(INV) starred_actors]--> Cornered --[starred_actors]--> Dick Powell
Neg LogProb(↓):   0.228137
Path Entropy(↓):  0.730608
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by the black dahlia actors
Start Entity:     The Black Dahlia
Gold Answer:      [['Romance', 'Sport', 'Western', 'Drama', 'Fantasy', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Action
Predicted Path:   The Black Dahlia --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Olympus Has Fallen --[has_genre]--> Action
Path (Raw):       The Black Dahlia --[starred_actors]--> Aaron Eckhart --[(INV) starred_actors]--> Olympus Has Fallen --[has_genre]--> Action
Neg LogProb(↓):   0.981598
Path Entropy(↓):  1.123948
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film basic instinct 2
Start Entity:     Basic Instinct 2
Gold Answer:      [['David Saperstein', 'Helen Deutsch', 'Albert Brooks', 'Richard Jefferies', 'Charles Finch', "Dan O'Bannon", 'Dennis Fanning', 'Eugene Hess', 'Michael Crichton', 'Martin Scorsese', 'Mark Bomback', 'Nicholas Pileggi', 'H. Rider Haggard', 'Claude Sautet', 'Sam Shepard', 'Wes Craven', 'Don Roos', 'Sebastián Lelio', 'Philip K. Dick', 'Gary Goldman', 'Ira Levin', 'Ronald Shusett', 'Simon Moore', 'Gene Quintano', 'Jon Povill', 'James R. Silke', 'John Cassavetes', 'Joe Eszterhas', 'Dorothy Ann Puzo', "Louis L'Amour", 'Bob Kane', 'Kurt Wimmer', 'Stephen Metcalfe', 'Andy Bellin']]
Predicted Ans:    John Cassavetes
Predicted Path:   Basic Instinct 2 --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[written_by]--> John Cassavetes
Path (Raw):       Basic Instinct 2 --[starred_actors]--> Sharon Stone --[(INV) starred_actors]--> Gloria --[written_by]--> John Cassavetes
Neg LogProb(↓):   0.859245
Path Entropy(↓):  1.353647
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of pandora's box
Start Entity:     Pandora's Box
Gold Answer:      [['Westfront 1918', 'Diary of a Lost Girl']]
Predicted Ans:    Diary of a Lost Girl
Predicted Path:   Pandora's Box --[directed_by]--> Georg Wilhelm Pabst --[(INV) directed_by]--> Diary of a Lost Girl
Path (Raw):       Pandora's Box --[No Operation]--> Pandora's Box --[directed_by]--> Georg Wilhelm Pabst --[(INV) directed_by]--> Diary of a Lost Girl
Neg LogProb(↓):   0.758604
Path Entropy(↓):  1.326061
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the primary languages in the films written by the screenwriter of a streetcar named desire
Start Entity:     A Streetcar Named Desire
Gold Answer:      [['English', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   A Streetcar Named Desire --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[in_language]--> Italian
Path (Raw):       A Streetcar Named Desire --[written_by]--> Tennessee Williams --[(INV) written_by]--> The Rose Tattoo --[in_language]--> Italian
Neg LogProb(↓):   1.190729
Path Entropy(↓):  1.404916
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films are about sandra bullock
Start Entity:     sandra bullock
Gold Answer:      [['Speed', 'Hope Floats', 'Forces of Nature', 'Gravity', 'The Proposal', 'In Love and War', 'Two Weeks Notice', 'Murder by Numbers', 'Crash', 'The Blind Side', 'Miss Congeniality', 'Two If by Sea', 'While You Were Sleeping', 'Practical Magic', 'The Net', 'A Time to Kill', 'All About Steve', 'Love Potion No. 9', '28 Days', 'The Heat', 'The Thing Called Love', 'The Lake House', 'Divine Secrets of the Ya-Ya Sisterhood', 'Premonition']]
Predicted Ans:    Divine Secrets of the Ya-Ya Sisterhood
Predicted Path:   sandra bullock --[(INV) has_tags]--> Divine Secrets of the Ya-Ya Sisterhood --[directed_by]--> Callie Khouri --[(INV) directed_by]--> Divine Secrets of the Ya-Ya Sisterhood
Path (Raw):       sandra bullock --[(INV) has_tags]--> Divine Secrets of the Ya-Ya Sisterhood --[directed_by]--> Callie Khouri --[(INV) directed_by]--> Divine Secrets of the Ya-Ya Sisterhood
Neg LogProb(↓):   0.260382
Path Entropy(↓):  0.754117
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies whose directors also directed destricted
Start Entity:     Destricted
Gold Answer:      [['Documentary', 'Drama', 'Comedy', 'Action', 'Crime']]
Predicted Ans:    Drama
Predicted Path:   Destricted --[directed_by]--> Matthew Barney --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Path (Raw):       Destricted --[directed_by]--> Matthew Barney --[(INV) directed_by]--> Destricted --[has_genre]--> Drama
Neg LogProb(↓):   0.100442
Path Entropy(↓):  0.389942
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of maurice vernon written films
Start Entity:     Maurice Vernon
Gold Answer:      [['1927']]
Predicted Ans:    1927
Predicted Path:   Maurice Vernon --[(INV) written_by]--> Mr. Wu --[release_year]--> 1927
Path (Raw):       Maurice Vernon --[No Operation]--> Maurice Vernon --[(INV) written_by]--> Mr. Wu --[release_year]--> 1927
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the screenplay for the movies starred by dan castellaneta
Start Entity:     Dan Castellaneta
Gold Answer:      [['Mike Reiss', 'Matt Groening', 'Jon Vitti', 'Al Jean', 'John Swartzwelder', 'Mike Scully', 'Matt Selman', 'George Meyer', 'James L. Brooks', 'David Mirkin']]
Predicted Ans:    James L. Brooks
Predicted Path:   Dan Castellaneta --[(INV) starred_actors]--> The Simpsons Movie --[written_by]--> James L. Brooks
Path (Raw):       Dan Castellaneta --[No Operation]--> Dan Castellaneta --[(INV) starred_actors]--> The Simpsons Movie --[written_by]--> James L. Brooks
Neg LogProb(↓):   0.324939
Path Entropy(↓):  0.890466
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the same director of piranha 3d
Start Entity:     Piranha 3D
Gold Answer:      [['Mirrors', 'The Hills Have Eyes', 'Horns', 'High Tension']]
Predicted Ans:    High Tension
Predicted Path:   Piranha 3D --[directed_by]--> Alexandre Aja --[(INV) directed_by]--> High Tension
Path (Raw):       Piranha 3D --[directed_by]--> Alexandre Aja --[(INV) directed_by]--> High Tension --[No Operation]--> High Tension
Neg LogProb(↓):   0.496751
Path Entropy(↓):  1.067589
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the films whose directors also directed beyond the valley of the dolls
Start Entity:     Beyond the Valley of the Dolls
Gold Answer:      [['Erica Gavin', 'Lori Williams', 'Haji', 'Tura Satana', 'Charles Napier', 'Lorna Maitland', 'Kitten Natividad', 'Ann Marie', 'Shari Eubank', 'Uschi Digard']]
Predicted Ans:    Ann Marie
Predicted Path:   Beyond the Valley of the Dolls --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beneath the Valley of the Ultra-Vixens --[starred_actors]--> Ann Marie
Path (Raw):       Beyond the Valley of the Dolls --[directed_by]--> Russ Meyer --[(INV) directed_by]--> Beneath the Valley of the Ultra-Vixens --[starred_actors]--> Ann Marie
Neg LogProb(↓):   0.705065
Path Entropy(↓):  1.052723
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of the skeleton twins
Start Entity:     The Skeleton Twins
Gold Answer:      [['The Wendell Baker Story', 'Clear History', 'Bottle Rocket', 'Despicable Me 2', 'My Super Ex-Girlfriend', 'Revenge for Jolly!', 'Middle Men', 'Extract', 'MacGruber', 'Girl Most Likely', 'Home Fries', 'Tenure', 'Vacancy', 'Bongwater', 'Meeting Evil', 'Idiocracy', 'You Kill Me', 'Cloudy with a Chance of Meatballs 2', 'Legally Blonde', 'Blue Streak', 'Hot Rod', 'Blonde Ambition', 'Cloudy with a Chance of Meatballs', 'Old School', 'The Diary of a Teenage Girl', 'Bridesmaids', 'The Third Wheel']]
Predicted Ans:    Cloudy with a Chance of Meatballs
Predicted Path:   The Skeleton Twins --[starred_actors]--> Bill Hader --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs
Path (Raw):       The Skeleton Twins --[starred_actors]--> Bill Hader --[No Operation]--> Bill Hader --[(INV) starred_actors]--> Cloudy with a Chance of Meatballs
Neg LogProb(↓):   0.252953
Path Entropy(↓):  0.822008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was cannibal ferox written by
Start Entity:     Cannibal Ferox
Gold Answer:      [['Umberto Lenzi']]
Predicted Ans:    Umberto Lenzi
Predicted Path:   Cannibal Ferox --[written_by]--> Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[written_by]--> Umberto Lenzi
Path (Raw):       Cannibal Ferox --[written_by]--> Umberto Lenzi --[(INV) written_by]--> Eaten Alive! --[written_by]--> Umberto Lenzi
Neg LogProb(↓):   0.085191
Path Entropy(↓):  0.308224
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What films did yaya dacosta act in
Start Entity:     Yaya DaCosta
Gold Answer:      [['Take the Lead']]
Predicted Ans:    Take the Lead
Predicted Path:   Yaya DaCosta --[(INV) starred_actors]--> Take the Lead --[starred_actors]--> Yaya DaCosta --[(INV) starred_actors]--> Take the Lead
Path (Raw):       Yaya DaCosta --[(INV) starred_actors]--> Take the Lead --[starred_actors]--> Yaya DaCosta --[(INV) starred_actors]--> Take the Lead
Neg LogProb(↓):   0.525399
Path Entropy(↓):  0.676380
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by the writer of the world of kanako
Start Entity:     The World of Kanako
Gold Answer:      [['Tetsuya Nakashima']]
Predicted Ans:    Tetsuya Nakashima
Predicted Path:   The World of Kanako --[written_by]--> Tetsuya Nakashima --[(INV) written_by]--> The World of Kanako --[directed_by]--> Tetsuya Nakashima
Path (Raw):       The World of Kanako --[written_by]--> Tetsuya Nakashima --[(INV) written_by]--> The World of Kanako --[directed_by]--> Tetsuya Nakashima
Neg LogProb(↓):   0.000020
Path Entropy(↓):  0.000244
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies directed by the right at your door director
Start Entity:     Right at Your Door
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Right at Your Door --[directed_by]--> Chris Gorak --[(INV) directed_by]--> The Darkest Hour --[in_language]--> Russian
Path (Raw):       Right at Your Door --[directed_by]--> Chris Gorak --[(INV) directed_by]--> The Darkest Hour --[in_language]--> Russian
Neg LogProb(↓):   0.033930
Path Entropy(↓):  0.146238
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The scriptwriter of the day of the triffids also wrote which films
Start Entity:     The Day of the Triffids
Gold Answer:      [['Village of the Damned']]
Predicted Ans:    Village of the Damned
Predicted Path:   The Day of the Triffids --[written_by]--> John Wyndham --[(INV) written_by]--> Village of the Damned
Path (Raw):       The Day of the Triffids --[written_by]--> John Wyndham --[(INV) written_by]--> Village of the Damned --[No Operation]--> Village of the Damned
Neg LogProb(↓):   0.693949
Path Entropy(↓):  0.699109
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the films acted by thiago teles
Start Entity:     Thiago Telès
Gold Answer:      [['Bertrand Bonello', 'Luca Fazzi']]
Predicted Ans:    Bertrand Bonello
Predicted Path:   Thiago Telès --[(INV) starred_actors]--> Tiresia --[written_by]--> Bertrand Bonello
Path (Raw):       Thiago Telès --[No Operation]--> Thiago Telès --[(INV) starred_actors]--> Tiresia --[written_by]--> Bertrand Bonello
Neg LogProb(↓):   0.027696
Path Entropy(↓):  0.125284
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the movie 31 north 62 east
Start Entity:     31 North 62 East
Gold Answer:      [['2009']]
Predicted Ans:    2009
Predicted Path:   31 North 62 East --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Path (Raw):       31 North 62 East --[release_year]--> 2009 --[(INV) release_year]--> Sins of My Father --[release_year]--> 2009
Neg LogProb(↓):   3.416760
Path Entropy(↓):  4.723650
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the my mother's smile director
Start Entity:     My Mother's Smile
Gold Answer:      [['Daniela Ceselli', 'Marco Bellocchio']]
Predicted Ans:    Marco Bellocchio
Predicted Path:   My Mother's Smile --[directed_by]--> Marco Bellocchio --[(INV) directed_by]--> Vincere --[written_by]--> Marco Bellocchio
Path (Raw):       My Mother's Smile --[directed_by]--> Marco Bellocchio --[(INV) directed_by]--> Vincere --[written_by]--> Marco Bellocchio
Neg LogProb(↓):   0.242621
Path Entropy(↓):  0.714307
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Can you give a few words describing what shakespeare in love is about
Start Entity:     Shakespeare in Love
Gold Answer:      [['british', 'gwyneth paltrow', 'drama', 'bd-r', 'john madden', 'r', 'joseph fiennes', 'judi dench', 'shakespeare', 'romeo and juliet']]
Predicted Ans:    super panavision 70
Predicted Path:   Shakespeare in Love --[has_tags]--> romeo and juliet --[(INV) has_tags]--> West Side Story --[has_tags]--> super panavision 70
Path (Raw):       Shakespeare in Love --[has_tags]--> romeo and juliet --[(INV) has_tags]--> West Side Story --[has_tags]--> super panavision 70
Neg LogProb(↓):   0.234313
Path Entropy(↓):  0.518715
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The movies written by damon lindelof starred who
Start Entity:     Damon Lindelof
Gold Answer:      [['Zoe Saldana', 'Idris Elba', 'Chris Pine', 'Karl Urban', 'Brad Pitt', 'Michael Fassbender', 'Zachary Quinto', 'Noomi Rapace', 'Charlize Theron']]
Predicted Ans:    Brad Pitt
Predicted Path:   Damon Lindelof --[(INV) written_by]--> World War Z --[starred_actors]--> Brad Pitt
Path (Raw):       Damon Lindelof --[No Operation]--> Damon Lindelof --[(INV) written_by]--> World War Z --[starred_actors]--> Brad Pitt
Neg LogProb(↓):   0.001122
Path Entropy(↓):  0.008898
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors in the films written by the screenwriter of the devil to pay!
Start Entity:     The Devil to Pay!
Gold Answer:      [['Barbara Stanwyck', 'Carole Lombard', 'William Powell', 'Adolphe Menjou', 'Joan Crawford', 'Charles Farrell', 'Frank Morgan', 'Helen Hayes', 'Clark Gable', 'Robert Montgomery', 'Gary Cooper', 'John Lund', 'Phyllis Thaxter', 'Jane Cowl', 'Janet Gaynor']]
Predicted Ans:    Loretta Young
Predicted Path:   The Devil to Pay! --[written_by]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[starred_actors]--> Loretta Young
Path (Raw):       The Devil to Pay! --[written_by]--> Frederick Lonsdale --[(INV) written_by]--> The Devil to Pay! --[starred_actors]--> Loretta Young
Neg LogProb(↓):   0.195668
Path Entropy(↓):  0.682911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
When did the films starred by juan carlos aduviri release
Start Entity:     Juan Carlos Aduviri
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Juan Carlos Aduviri --[(INV) starred_actors]--> Even the Rain --[release_year]--> 2010
Path (Raw):       Juan Carlos Aduviri --[No Operation]--> Juan Carlos Aduviri --[(INV) starred_actors]--> Even the Rain --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the actors of the director blake edwards
Start Entity:     Blake Edwards
Gold Answer:      [['Bing Crosby', 'Steve Martin', 'Peter Falk', 'Bruce Willis', 'Lana Clarkson', 'Julie Andrews', 'Kirstie Alley', 'Jean Reno', 'Lesley Ann Warren', 'Charles Bickford', 'Cary Grant', 'Claudine Longet', 'Robert Wagner', 'Robert Webber', 'Larry Hagman', 'Peter Sellers', 'Charles Denner', 'Burt Reynolds', 'William Holden', 'Jack Lemmon', 'David Niven', 'Ellen Barkin', 'Roberto Benigni', 'Herbert Lom', 'Capucine', 'Tuesday Weld', 'James Garner', 'Claudia Cardinale', 'Jeremy Kemp', 'Patricia Neal', 'George Peppard', 'Elke Sommer', 'Buddy Ebsen', 'JoBeth Williams', 'Jimmy Smits', 'John Ritter', 'Joseph Bottoms', 'Brigitte Fossey', 'Kim Basinger', 'Nelly Borgeaud', 'Jack Klugman', 'Stefanie Powers', 'Ted Danson', 'Glenn Ford', 'Fabian', 'Tony Curtis', 'Lee Remick', 'Audrey Hepburn', 'Dudley Moore', 'Kevin Kline', 'Howie Mandel', 'Lorraine Bracco', 'Bo Derek', 'Emily Mortimer', 'Natalie Wood', 'Robert Preston', 'Rock Hudson', "Ryan O'Neal"]]
Predicted Ans:    William Holden
Predicted Path:   Blake Edwards --[(INV) directed_by]--> Wild Rovers --[starred_actors]--> William Holden
Path (Raw):       Blake Edwards --[No Operation]--> Blake Edwards --[(INV) directed_by]--> Wild Rovers --[starred_actors]--> William Holden
Neg LogProb(↓):   0.829701
Path Entropy(↓):  1.769364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of jack moffitt written movies
Start Entity:     Jack Moffitt
Gold Answer:      [['1944']]
Predicted Ans:    1944
Predicted Path:   Jack Moffitt --[(INV) written_by]--> Passage to Marseille --[release_year]--> 1944
Path (Raw):       Jack Moffitt --[No Operation]--> Jack Moffitt --[(INV) written_by]--> Passage to Marseille --[release_year]--> 1944
Neg LogProb(↓):   0.000002
Path Entropy(↓):  0.000024
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The actor in one hour photo also appears in which movies
Start Entity:     One Hour Photo
Gold Answer:      [['Good Morning, Vietnam', 'The Birdcage', 'Flubber', 'Good Will Hunting', 'Death to Smoochy', 'RV', 'Gladiator', 'Soldier', 'The Face of Love', 'Moscow on the Hudson', 'Dead Poets Society', 'Demoted', 'Bicentennial Man', 'The Big White', 'Monster-in-Law', 'Patch Adams', "Fathers' Day", 'House of D', "World's Greatest Dad", 'Demonlover', 'The World According to Garp', 'Popeye', 'Cadillac Man', 'Hook', 'The Angriest Man in Brooklyn', 'License to Wed', 'Aladdin', '3 Days to Kill', 'The Final Cut', 'Being Human', 'Never Been Kissed', 'Club Paradise', 'Basic', 'Jack', 'The Survivors', 'Seize the Day', 'Man of the Year', 'Old Dogs', 'Return to Sender', 'Mission to Mars', 'Jakob the Liar', 'Fiorile', 'Awakenings', 'Toys', 'Rogue', 'Jumanji', 'What Dreams May Come', 'Mrs. Doubtfire', 'Brothers', 'The Situation', 'The Best of Times']]
Predicted Ans:    Michael Vartan
Predicted Path:   One Hour Photo --[starred_actors]--> Michael Vartan --[(INV) starred_actors]--> Fiorile --[starred_actors]--> Michael Vartan
Path (Raw):       One Hour Photo --[starred_actors]--> Michael Vartan --[(INV) starred_actors]--> Fiorile --[starred_actors]--> Michael Vartan
Neg LogProb(↓):   1.014878
Path Entropy(↓):  1.197268
Gold Hop Count:   2
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who are the actors in the movies directed by gregory jacobs
Start Entity:     Gregory Jacobs
Gold Answer:      [['Emily Blunt', 'Diego Luna', 'Maggie Gyllenhaal', 'Ashton Holmes', 'John C. Reilly']]
Predicted Ans:    John C. Reilly
Predicted Path:   Gregory Jacobs --[(INV) directed_by]--> Criminal --[starred_actors]--> John C. Reilly
Path (Raw):       Gregory Jacobs --[No Operation]--> Gregory Jacobs --[(INV) directed_by]--> Criminal --[starred_actors]--> John C. Reilly
Neg LogProb(↓):   0.177086
Path Entropy(↓):  0.510212
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter of survival island also wrote which films
Start Entity:     Survival Island
Gold Answer:      [['Mac and Me', 'Napoleon and Samantha', 'The Ice Pirates', 'High Risk']]
Predicted Ans:    The Ice Pirates
Predicted Path:   Survival Island --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates
Path (Raw):       Survival Island --[written_by]--> Stewart Raffill --[(INV) written_by]--> The Ice Pirates --[No Operation]--> The Ice Pirates
Neg LogProb(↓):   0.231497
Path Entropy(↓):  0.766754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies written by citizen ruth writers
Start Entity:     Citizen Ruth
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Citizen Ruth --[written_by]--> Jim Taylor --[(INV) written_by]--> Sideways --[has_genre]--> Comedy
Path (Raw):       Citizen Ruth --[written_by]--> Jim Taylor --[(INV) written_by]--> Sideways --[has_genre]--> Comedy
Neg LogProb(↓):   1.625211
Path Entropy(↓):  2.263041
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of movies starred by actors in as i lay dying
Start Entity:     As I Lay Dying
Gold Answer:      [['1998', '2001', '2008', '2005', '2010', '1936', '2004', '2006', '2014', '2002', '2012', '2011', '2013', '2007']]
Predicted Ans:    2002
Predicted Path:   As I Lay Dying --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Path (Raw):       As I Lay Dying --[starred_actors]--> James Franco --[(INV) starred_actors]--> Spider-Man --[release_year]--> 2002
Neg LogProb(↓):   0.810486
Path Entropy(↓):  1.843329
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre of the movie uuno turhapuro
Start Entity:     Uuno Turhapuro
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Uuno Turhapuro --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Path (Raw):       Uuno Turhapuro --[has_genre]--> Comedy --[(INV) has_genre]--> Guarding Tess --[has_genre]--> Comedy
Neg LogProb(↓):   3.474344
Path Entropy(↓):  4.606099
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote the film charlie countryman
Start Entity:     Charlie Countryman
Gold Answer:      [['Matt Drake']]
Predicted Ans:    Michael Bacall
Predicted Path:   Charlie Countryman --[written_by]--> Matt Drake --[(INV) written_by]--> Project X --[written_by]--> Michael Bacall
Path (Raw):       Charlie Countryman --[written_by]--> Matt Drake --[(INV) written_by]--> Project X --[written_by]--> Michael Bacall
Neg LogProb(↓):   0.557616
Path Entropy(↓):  1.110260
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who was ride along directed by
Start Entity:     Ride Along
Gold Answer:      [['Tim Story']]
Predicted Ans:    Tim Story
Predicted Path:   Ride Along --[directed_by]--> Tim Story --[(INV) directed_by]--> Think Like a Man Too --[directed_by]--> Tim Story
Path (Raw):       Ride Along --[directed_by]--> Tim Story --[(INV) directed_by]--> Think Like a Man Too --[directed_by]--> Tim Story
Neg LogProb(↓):   0.059561
Path Entropy(↓):  0.223102
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Felipe lacerda directed films together with who
Start Entity:     Felipe Lacerda
Gold Answer:      [['José Padilha']]
Predicted Ans:    José Padilha
Predicted Path:   Felipe Lacerda --[(INV) directed_by]--> Bus 174 --[directed_by]--> José Padilha
Path (Raw):       Felipe Lacerda --[No Operation]--> Felipe Lacerda --[(INV) directed_by]--> Bus 174 --[directed_by]--> José Padilha
Neg LogProb(↓):   0.001185
Path Entropy(↓):  0.009163
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The director of to sir, with love also directed which films
Start Entity:     To Sir, with Love
Gold Answer:      [['The Last Valley']]
Predicted Ans:    To Sir, with Love
Predicted Path:   To Sir, with Love --[directed_by]--> James Clavell --[(INV) directed_by]--> To Sir, with Love
Path (Raw):       To Sir, with Love --[directed_by]--> James Clavell --[(INV) directed_by]--> To Sir, with Love --[No Operation]--> To Sir, with Love
Neg LogProb(↓):   0.515322
Path Entropy(↓):  0.674754
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What sort of film is dare
Start Entity:     Dare
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Dare --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Path (Raw):       Dare --[has_genre]--> Drama --[(INV) has_genre]--> God's Pocket --[has_genre]--> Drama
Neg LogProb(↓):   2.973687
Path Entropy(↓):  4.253137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the screenwriter with the backyard
Start Entity:     The Backyard
Gold Answer:      [['The Human Race']]
Predicted Ans:    The Backyard
Predicted Path:   The Backyard --[written_by]--> Paul Hough --[(INV) written_by]--> The Backyard
Path (Raw):       The Backyard --[No Operation]--> The Backyard --[written_by]--> Paul Hough --[(INV) written_by]--> The Backyard
Neg LogProb(↓):   0.118187
Path Entropy(↓):  0.354349
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who starred movies for the director of australia
Start Entity:     Australia
Gold Answer:      [['Ruth Hussey', 'Nicole Kidman', 'Bruce Dern', 'Karen Black', 'Macdonald Carey', 'Robert Redford', 'Leonardo DiCaprio', 'Claire Danes', 'Ewan McGregor', 'Alan Ladd', 'Betty Field', 'Mia Farrow']]
Predicted Ans:    Mia Farrow
Predicted Path:   Australia --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Path (Raw):       Australia --[directed_by]--> Baz Luhrmann --[(INV) directed_by]--> The Great Gatsby --[starred_actors]--> Mia Farrow
Neg LogProb(↓):   0.292463
Path Entropy(↓):  0.906416
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The film innocence starred which actors
Start Entity:     Innocence
Gold Answer:      [['Kelly Reilly', 'Linus Roache', 'Graham Phillips', 'Sophie Curtis']]
Predicted Ans:    Sophie Curtis
Predicted Path:   Innocence --[starred_actors]--> Sophie Curtis --[(INV) starred_actors]--> Innocence --[starred_actors]--> Sophie Curtis
Path (Raw):       Innocence --[starred_actors]--> Sophie Curtis --[(INV) starred_actors]--> Innocence --[starred_actors]--> Sophie Curtis
Neg LogProb(↓):   0.469997
Path Entropy(↓):  1.254304
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies directed by the saint joan director
Start Entity:     Saint Joan
Gold Answer:      [['Andrew Solt', 'Guy Endore', 'Elaine May', 'N. Richard Nash', 'Lois Gould', 'Philip Dunne', 'Robert Dozier', 'Henry Morton Robinson', 'Tom Stoppard', 'Samuel Hoffenstein', 'Leon Uris', 'Françoise Sagan', 'Frank Fenton', 'F. Hugh Herbert', 'John D. Voelker', 'Kathleen Winsor', 'Jerome Cady', 'Harry Kleiner', 'DuBose Heyward', 'Thomas C. Ryan', 'Dorothy Heyward', 'Bert Gilden', 'Robert E. Kent', 'Victor Trivas', 'Samson Raphaelson', 'Wendell Mayes', 'Dalton Trumbo', 'James Bassett', 'Doran William Cannon', 'Oscar Hammerstein II', 'Jay Dratler', 'Graham Greene', 'Walter Newman', 'Lewis Meltzer', 'Frank P. Rosenberg', 'Ben Hecht', 'Nelson Algren', 'David Hertz', 'Elizabeth Janeway', 'William L. Stuart', 'Horton Foote', 'Vera Caspary', 'Arthur Laurents', 'Louis Lantz']]
Predicted Ans:    Ben Hecht
Predicted Path:   Saint Joan --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[written_by]--> Ben Hecht
Path (Raw):       Saint Joan --[directed_by]--> Otto Preminger --[(INV) directed_by]--> Whirlpool --[written_by]--> Ben Hecht
Neg LogProb(↓):   0.956390
Path Entropy(↓):  2.112567
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films together with robert n. lee
Start Entity:     Robert N. Lee
Gold Answer:      [['Francis Edward Faragoh', 'Eugene Solow', 'George Dyer']]
Predicted Ans:    Francis Edward Faragoh
Predicted Path:   Robert N. Lee --[(INV) written_by]--> Little Caesar --[written_by]--> Francis Edward Faragoh
Path (Raw):       Robert N. Lee --[No Operation]--> Robert N. Lee --[(INV) written_by]--> Little Caesar --[written_by]--> Francis Edward Faragoh
Neg LogProb(↓):   0.310863
Path Entropy(↓):  0.580529
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies are about production
Start Entity:     production
Gold Answer:      [['Star Trek', 'The Dark Knight Rises', 'Wittgenstein']]
Predicted Ans:    The Dark Knight Rises
Predicted Path:   production --[(INV) has_tags]--> Wittgenstein --[has_tags]--> production --[(INV) has_tags]--> The Dark Knight Rises
Path (Raw):       production --[(INV) has_tags]--> Wittgenstein --[has_tags]--> production --[(INV) has_tags]--> The Dark Knight Rises
Neg LogProb(↓):   0.975223
Path Entropy(↓):  1.739267
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of the fixer also starred in which films
Start Entity:     The Fixer
Gold Answer:      [['Zorba the Greek', 'Far from the Madding Crowd', 'The Go-Between', 'Quartet', 'Butley', 'Women in Love', 'The Rose', 'A Prayer for the Dying', 'A Kind of Loving', 'Georgy Girl', 'Hamlet', 'Royal Flash']]
Predicted Ans:    Hamlet
Predicted Path:   The Fixer --[starred_actors]--> Alan Bates --[(INV) starred_actors]--> Hamlet
Path (Raw):       The Fixer --[starred_actors]--> Alan Bates --[No Operation]--> Alan Bates --[(INV) starred_actors]--> Hamlet
Neg LogProb(↓):   0.422127
Path Entropy(↓):  0.949414
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the directors that the actors in their films also appear in the film daens
Start Entity:     Daens
Gold Answer:      [['Mike van Diem']]
Predicted Ans:    Stijn Coninx
Predicted Path:   Daens --[starred_actors]--> Jan Decleir --[(INV) starred_actors]--> Daens --[directed_by]--> Stijn Coninx
Path (Raw):       Daens --[starred_actors]--> Jan Decleir --[(INV) starred_actors]--> Daens --[directed_by]--> Stijn Coninx
Neg LogProb(↓):   0.156792
Path Entropy(↓):  0.554045
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films acted by ashleigh ball were in which genres
Start Entity:     Ashleigh Ball
Gold Answer:      [['Documentary']]
Predicted Ans:    Documentary
Predicted Path:   Ashleigh Ball --[(INV) starred_actors]--> A Brony Tale --[has_genre]--> Documentary
Path (Raw):       Ashleigh Ball --[No Operation]--> Ashleigh Ball --[(INV) starred_actors]--> A Brony Tale --[has_genre]--> Documentary
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was ron mann the director of
Start Entity:     Ron Mann
Gold Answer:      [['Comic Book Confidential', 'Grass']]
Predicted Ans:    Comic Book Confidential
Predicted Path:   Ron Mann --[(INV) directed_by]--> Comic Book Confidential --[directed_by]--> Ron Mann --[(INV) directed_by]--> Comic Book Confidential
Path (Raw):       Ron Mann --[(INV) directed_by]--> Comic Book Confidential --[directed_by]--> Ron Mann --[(INV) directed_by]--> Comic Book Confidential
Neg LogProb(↓):   0.119947
Path Entropy(↓):  0.431005
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the myth of fingerprints
Start Entity:     The Myth of Fingerprints
Gold Answer:      [['Bart Freundlich']]
Predicted Ans:    Bart Freundlich
Predicted Path:   The Myth of Fingerprints --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[directed_by]--> Bart Freundlich
Path (Raw):       The Myth of Fingerprints --[directed_by]--> Bart Freundlich --[(INV) directed_by]--> Trust the Man --[directed_by]--> Bart Freundlich
Neg LogProb(↓):   0.132300
Path Entropy(↓):  0.465716
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a movie written by james marsh
Start Entity:     James Marsh
Gold Answer:      [['The King', 'Wisconsin Death Trip']]
Predicted Ans:    The King
Predicted Path:   James Marsh --[(INV) written_by]--> The King --[written_by]--> Milo Addica --[(INV) written_by]--> The King
Path (Raw):       James Marsh --[(INV) written_by]--> The King --[written_by]--> Milo Addica --[(INV) written_by]--> The King
Neg LogProb(↓):   0.023238
Path Entropy(↓):  0.109387
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the films starred by actors in man of steel
Start Entity:     Man of Steel
Gold Answer:      [['French', 'English', 'Greek', 'Japanese', 'Spanish']]
Predicted Ans:    Japanese
Predicted Path:   Man of Steel --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Path (Raw):       Man of Steel --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> Moonlight Serenade --[in_language]--> Japanese
Neg LogProb(↓):   0.297093
Path Entropy(↓):  0.776116
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the language spoken in the movie black ice
Start Entity:     Black Ice
Gold Answer:      [['Finnish']]
Predicted Ans:    Finnish
Predicted Path:   Black Ice --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Path (Raw):       Black Ice --[in_language]--> Finnish --[(INV) in_language]--> The White Reindeer --[in_language]--> Finnish
Neg LogProb(↓):   0.574200
Path Entropy(↓):  1.333910
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the genre for the movie triangle
Start Entity:     Triangle
Gold Answer:      [['Action']]
Predicted Ans:    Thriller
Predicted Path:   Triangle --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Path (Raw):       Triangle --[has_genre]--> Thriller --[(INV) has_genre]--> Boot Camp --[has_genre]--> Thriller
Neg LogProb(↓):   1.495123
Path Entropy(↓):  2.989425
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the genres of the films whose directors also directed aces and eights
Start Entity:     Aces and Eights
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Aces and Eights --[directed_by]--> Sam Newfield --[(INV) directed_by]--> Dead Men Walk --[has_genre]--> Horror
Path (Raw):       Aces and Eights --[directed_by]--> Sam Newfield --[(INV) directed_by]--> Dead Men Walk --[has_genre]--> Horror
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000039
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the movies acted by zoe lister jones
Start Entity:     Zoe Lister Jones
Gold Answer:      [['Daryl Wein']]
Predicted Ans:    Daryl Wein
Predicted Path:   Zoe Lister Jones --[(INV) starred_actors]--> Lola Versus --[written_by]--> Daryl Wein
Path (Raw):       Zoe Lister Jones --[No Operation]--> Zoe Lister Jones --[(INV) starred_actors]--> Lola Versus --[written_by]--> Daryl Wein
Neg LogProb(↓):   0.426447
Path Entropy(↓):  0.674824
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre of the film the man they could not hang
Start Entity:     The Man They Could Not Hang
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   The Man They Could Not Hang --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Path (Raw):       The Man They Could Not Hang --[has_genre]--> Horror --[(INV) has_genre]--> The Grudge --[has_genre]--> Horror
Neg LogProb(↓):   2.908913
Path Entropy(↓):  4.069844
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the hitcher
Start Entity:     The Hitcher
Gold Answer:      [['Master P', 'Howard Fast']]
Predicted Ans:    Eric Red
Predicted Path:   The Hitcher --[written_by]--> Eric Red --[(INV) written_by]--> Bad Moon --[directed_by]--> Eric Red
Path (Raw):       The Hitcher --[written_by]--> Eric Red --[(INV) written_by]--> Bad Moon --[directed_by]--> Eric Red
Neg LogProb(↓):   1.040440
Path Entropy(↓):  1.545239
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the languages spoken in the movies starred by drum actors
Start Entity:     Drum
Gold Answer:      [['Italian']]
Predicted Ans:    Italian
Predicted Path:   Drum --[starred_actors]--> Taye Diggs --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Path (Raw):       Drum --[starred_actors]--> Taye Diggs --[(INV) starred_actors]--> The Best Man --[in_language]--> Italian
Neg LogProb(↓):   0.000852
Path Entropy(↓):  0.006875
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies directed by the director of mohabbatein
Start Entity:     Mohabbatein
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Mohabbatein --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[in_language]--> Hindi
Path (Raw):       Mohabbatein --[directed_by]--> Aditya Chopra --[(INV) directed_by]--> Rab Ne Bana Di Jodi --[in_language]--> Hindi
Neg LogProb(↓):   0.002954
Path Entropy(↓):  0.022283
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies acted by john larroquette in
Start Entity:     John Larroquette
Gold Answer:      [['Horror', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   John Larroquette --[(INV) starred_actors]--> Madhouse --[has_genre]--> Comedy
Path (Raw):       John Larroquette --[No Operation]--> John Larroquette --[(INV) starred_actors]--> Madhouse --[has_genre]--> Comedy
Neg LogProb(↓):   0.262973
Path Entropy(↓):  0.701048
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in the box
Start Entity:     The Box
Gold Answer:      [['Jodi Picoult', 'David Zelag Goodman', 'Steven Baigelman', 'Adam Brooks', 'Bram Stoker', 'Andrew Adamson', 'Conrad Vernon', 'Gene Stupnitsky', 'J. Mills Goodloe', 'Lee Eisenberg', 'Spike Lee', 'Hamilton Deane', 'David Newman', 'Ross Thomas', 'Mateo Gil', 'Kate Angelo', 'Nicholas Sparks', 'Andy Behrens', 'Jennifer Egan', 'Will Fetters', 'Don Roos', 'Oliver Stone', 'Ayelet Waldman', 'James Graham', 'Steven Brill', 'Tim Boughn', 'Jennifer Weiner', 'Ivan Goff', 'Ben Roberts', 'George W. Trendle', 'Melissa Stack', 'Charlie Kaufman', 'Cormac McCarthy', 'Pete Fromm', 'Peter Berg', 'Nancy Meyers', 'Tony Piccirillo', 'Jason Bourque', 'Nicholas Stoller', 'Bill Kelly', 'Jason Segel', 'Robert Benton', 'Ryan Rowe', 'John August', 'Ed Solomon', 'Bryan Singer', 'John L. Balderston', 'Vladimir Nabokov', 'Cameron Crowe', 'Eleanor Perry', 'Gary Trousdale', 'John Hodge', 'Sue Kaufman', 'Sean Anders', 'Susannah Grant', 'Rod Lurie', 'Alejandro Amenábar', 'Seth Rogen', 'Gordon Williams', 'William Steig', 'Tyler Perry', 'Mel Brooks', 'Sam Peckinpah', 'Ralph Nelson', 'Jack Higgins', 'Gary Ross', 'Peter Morgan', 'Nick Cassavetes']]
Predicted Ans:    Robert Benton
Predicted Path:   The Box --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Path (Raw):       The Box --[starred_actors]--> Frank Langella --[(INV) starred_actors]--> Bad Company --[written_by]--> Robert Benton
Neg LogProb(↓):   0.148708
Path Entropy(↓):  0.644738
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films written by the writer of the hot chick starred who
Start Entity:     The Hot Chick
Gold Answer:      [['John C. McGinley', 'Colleen Haskell', 'Rob Schneider', 'Steve Buscemi']]
Predicted Ans:    Rob Schneider
Predicted Path:   The Hot Chick --[written_by]--> Rob Schneider --[(INV) written_by]--> The Chosen One --[starred_actors]--> Rob Schneider
Path (Raw):       The Hot Chick --[written_by]--> Rob Schneider --[(INV) written_by]--> The Chosen One --[starred_actors]--> Rob Schneider
Neg LogProb(↓):   0.000784
Path Entropy(↓):  0.007073
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What words describe film stop - loss
Start Entity:     Stop-Loss
Gold Answer:      [['r']]
Predicted Ans:    r
Predicted Path:   Stop-Loss --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Path (Raw):       Stop-Loss --[has_tags]--> r --[(INV) has_tags]--> Breaking and Entering --[has_tags]--> r
Neg LogProb(↓):   0.005582
Path Entropy(↓):  0.040278
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film splitting heirs
Start Entity:     Splitting Heirs
Gold Answer:      [['1978', '1975']]
Predicted Ans:    1975
Predicted Path:   Splitting Heirs --[written_by]--> Eric Idle --[(INV) written_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Path (Raw):       Splitting Heirs --[written_by]--> Eric Idle --[(INV) written_by]--> Monty Python and the Holy Grail --[release_year]--> 1975
Neg LogProb(↓):   0.000845
Path Entropy(↓):  0.007207
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the movies written by mick davis
Start Entity:     Mick Davis
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mick Davis --[(INV) written_by]--> The Match --[has_genre]--> Comedy
Path (Raw):       Mick Davis --[No Operation]--> Mick Davis --[(INV) written_by]--> The Match --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote last summer
Start Entity:     Last Summer
Gold Answer:      [['Burt Reynolds', 'Tippi Hedren', 'Rod Taylor', 'Jessica Tandy', 'Ernie Kovacs', 'Dina Merrill', 'Edward Andrews', 'Jean Simmons', 'Raquel Welch', 'Kim Novak', 'James Garner', 'Katharine Ross', 'Jack Weston', 'Suzanne Pleshette', 'Burt Lancaster', 'Barbara Rush', 'Kirk Douglas']]
Predicted Ans:    Rod Taylor
Predicted Path:   Last Summer --[written_by]--> Evan Hunter --[(INV) written_by]--> The Birds --[starred_actors]--> Rod Taylor
Path (Raw):       Last Summer --[written_by]--> Evan Hunter --[(INV) written_by]--> The Birds --[starred_actors]--> Rod Taylor
Neg LogProb(↓):   0.014427
Path Entropy(↓):  0.088346
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films acted by darius mccrary were in which genres
Start Entity:     Darius McCrary
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Darius McCrary --[(INV) starred_actors]--> Big Shots --[has_genre]--> Comedy
Path (Raw):       Darius McCrary --[No Operation]--> Darius McCrary --[(INV) starred_actors]--> Big Shots --[has_genre]--> Comedy
Neg LogProb(↓):   0.010067
Path Entropy(↓):  0.056078
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies can be described by mutiny
Start Entity:     mutiny
Gold Answer:      [['The Caine Mutiny']]
Predicted Ans:    The Caine Mutiny
Predicted Path:   mutiny --[(INV) has_tags]--> The Caine Mutiny --[has_tags]--> mutiny --[(INV) has_tags]--> The Caine Mutiny
Path (Raw):       mutiny --[(INV) has_tags]--> The Caine Mutiny --[has_tags]--> mutiny --[(INV) has_tags]--> The Caine Mutiny
Neg LogProb(↓):   0.165489
Path Entropy(↓):  0.429323
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor of flannel pajamas also starred in which films
Start Entity:     Flannel Pajamas
Gold Answer:      [['Against the Current', 'Brief Interviews with Hideous Men']]
Predicted Ans:    Flannel Pajamas
Predicted Path:   Flannel Pajamas --[starred_actors]--> Julianne Nicholson --[(INV) starred_actors]--> Flannel Pajamas
Path (Raw):       Flannel Pajamas --[starred_actors]--> Julianne Nicholson --[No Operation]--> Julianne Nicholson --[(INV) starred_actors]--> Flannel Pajamas
Neg LogProb(↓):   0.261676
Path Entropy(↓):  0.675653
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What kind of film is what's in a name?
Start Entity:     What's in a Name?
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   What's in a Name? --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       What's in a Name? --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.505698
Path Entropy(↓):  4.500744
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is jerry and tom
Start Entity:     Jerry and Tom
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Jerry and Tom --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Jerry and Tom --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.257902
Path Entropy(↓):  4.473756
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of ben stambler written films
Start Entity:     Ben Stambler
Gold Answer:      [['2010']]
Predicted Ans:    2010
Predicted Path:   Ben Stambler --[(INV) written_by]--> Cold Weather --[release_year]--> 2010
Path (Raw):       Ben Stambler --[No Operation]--> Ben Stambler --[(INV) written_by]--> Cold Weather --[release_year]--> 2010
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What languages are the movies that share actors with laggies in
Start Entity:     Laggies
Gold Answer:      [['Panjabi', 'English']]
Predicted Ans:    English
Predicted Path:   Laggies --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[in_language]--> English
Path (Raw):       Laggies --[starred_actors]--> Keira Knightley --[(INV) starred_actors]--> Domino --[in_language]--> English
Neg LogProb(↓):   0.000009
Path Entropy(↓):  0.000120
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are film co - writers of ira levin
Start Entity:     Ira Levin
Gold Answer:      [['Jay Presson Allen', 'William Goldman', 'Lawrence Roman', 'Roman Polanski', 'Paul Rudnick', 'Joe Eszterhas', 'Heywood Gould', 'James Dearden']]
Predicted Ans:    Ira Levin
Predicted Path:   Ira Levin --[(INV) written_by]--> A Kiss Before Dying --[written_by]--> Ira Levin
Path (Raw):       Ira Levin --[No Operation]--> Ira Levin --[(INV) written_by]--> A Kiss Before Dying --[written_by]--> Ira Levin
Neg LogProb(↓):   1.608897
Path Entropy(↓):  1.982127
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres are the movies directed by the 29th street director
Start Entity:     29th Street
Gold Answer:      [['Drama', 'Comedy', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   29th Street --[directed_by]--> George Gallo --[(INV) directed_by]--> Trapped in Paradise --[has_genre]--> Comedy
Path (Raw):       29th Street --[directed_by]--> George Gallo --[(INV) directed_by]--> Trapped in Paradise --[has_genre]--> Comedy
Neg LogProb(↓):   0.509325
Path Entropy(↓):  0.749722
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the director of man about town
Start Entity:     Man About Town
Gold Answer:      [['Mike Binder']]
Predicted Ans:    Mike Binder
Predicted Path:   Man About Town --[directed_by]--> Mike Binder --[(INV) directed_by]--> The Upside of Anger --[directed_by]--> Mike Binder
Path (Raw):       Man About Town --[directed_by]--> Mike Binder --[(INV) directed_by]--> The Upside of Anger --[directed_by]--> Mike Binder
Neg LogProb(↓):   0.088428
Path Entropy(↓):  0.328693
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor derek farr starred together with who
Start Entity:     Derek Farr
Gold Answer:      [['Peter Lorre', 'William Hartnell', 'Joan Hopkins']]
Predicted Ans:    Peter Lorre
Predicted Path:   Derek Farr --[(INV) starred_actors]--> Double Confession --[starred_actors]--> Peter Lorre
Path (Raw):       Derek Farr --[No Operation]--> Derek Farr --[(INV) starred_actors]--> Double Confession --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.000030
Path Entropy(↓):  0.000368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When did the movies acted by jason schwartzman release
Start Entity:     Jason Schwartzman
Gold Answer:      [['1998', '2009', '2005', '2004', '2002', '2012', '2007']]
Predicted Ans:    2004
Predicted Path:   Jason Schwartzman --[(INV) starred_actors]--> I Heart Huckabees --[release_year]--> 2004
Path (Raw):       Jason Schwartzman --[No Operation]--> Jason Schwartzman --[(INV) starred_actors]--> I Heart Huckabees --[release_year]--> 2004
Neg LogProb(↓):   0.779871
Path Entropy(↓):  1.364850
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with death and the maiden
Start Entity:     Death and the Maiden
Gold Answer:      [['Fearless']]
Predicted Ans:    Fearless
Predicted Path:   Death and the Maiden --[written_by]--> Rafael Yglesias --[(INV) written_by]--> Fearless
Path (Raw):       Death and the Maiden --[written_by]--> Rafael Yglesias --[(INV) written_by]--> Fearless --[No Operation]--> Fearless
Neg LogProb(↓):   0.035039
Path Entropy(↓):  0.157701
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of penny downie starred movies
Start Entity:     Penny Downie
Gold Answer:      [['2000', '1964', '2009', '1948', '1990', '1996', '1969']]
Predicted Ans:    1990
Predicted Path:   Penny Downie --[(INV) starred_actors]--> Hamlet --[release_year]--> 1990
Path (Raw):       Penny Downie --[No Operation]--> Penny Downie --[(INV) starred_actors]--> Hamlet --[release_year]--> 1990
Neg LogProb(↓):   1.328072
Path Entropy(↓):  1.761991
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by patsy kelly
Start Entity:     Patsy Kelly
Gold Answer:      [['Musical']]
Predicted Ans:    Musical
Predicted Path:   Patsy Kelly --[(INV) starred_actors]--> Pigskin Parade --[has_genre]--> Musical
Path (Raw):       Patsy Kelly --[No Operation]--> Patsy Kelly --[(INV) starred_actors]--> Pigskin Parade --[has_genre]--> Musical
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share actors with the movie darling lili were released in which years
Start Entity:     Darling Lili
Gold Answer:      [['1980', '1954', '1959', '1967', '1979', '1984', '1977', '1968', '1963', '1957', '2004', '1982', '1953', '1956', '1983', '1971', '2001', '1981', '1961', '1955', '1934', '1978', '1964', '1966', '1969', '1965', '1986', '1952']]
Predicted Ans:    1977
Predicted Path:   Darling Lili --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[release_year]--> 1977
Path (Raw):       Darling Lili --[starred_actors]--> Julie Andrews --[(INV) starred_actors]--> The Man Who Loved Women --[release_year]--> 1977
Neg LogProb(↓):   0.527567
Path Entropy(↓):  1.529160
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by the man who saw tomorrow actors
Start Entity:     The Man Who Saw Tomorrow
Gold Answer:      [['Matt Cimber', 'Franco Zeffirelli', 'Talbot Jennings', 'Thomas B. Costain', 'William Shakespeare', 'Roman Polanski', 'Karen Blixen', 'Henry Jaglom', 'John Mortimer', 'Victor Trivas', 'Luchino Visconti', 'Whit Masterson', 'Charlotte Brontë', 'Aldous Huxley', 'John Houseman', 'Raphael Holinshed', 'James M. Cain', 'Irving Ravetch', 'Meyer Levin', 'Samuel Shellabarger', 'Graham Greene', 'Oliver Parker', 'Sherwood King', 'William Faulkner', 'Moira Buffini', 'Orson Welles', 'Albert Camus', 'Robert Stevenson']]
Predicted Ans:    William Shakespeare
Predicted Path:   The Man Who Saw Tomorrow --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> William Shakespeare
Path (Raw):       The Man Who Saw Tomorrow --[starred_actors]--> Orson Welles --[(INV) starred_actors]--> Chimes at Midnight --[written_by]--> William Shakespeare
Neg LogProb(↓):   0.687124
Path Entropy(↓):  1.099911
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the secret six
Start Entity:     The Secret Six
Gold Answer:      [['Family', 'Biography', 'Musical', 'Drama', 'War', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Adventure
Predicted Path:   The Secret Six --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Path (Raw):       The Secret Six --[starred_actors]--> Wallace Beery --[(INV) starred_actors]--> The Last of the Mohicans --[has_genre]--> Adventure
Neg LogProb(↓):   0.728578
Path Entropy(↓):  0.858295
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the princess and the pirate
Start Entity:     The Princess and the Pirate
Gold Answer:      [['War', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Princess and the Pirate --[written_by]--> Sy Bartlett --[(INV) written_by]--> The Princess and the Pirate --[has_genre]--> Comedy
Path (Raw):       The Princess and the Pirate --[written_by]--> Sy Bartlett --[(INV) written_by]--> The Princess and the Pirate --[has_genre]--> Comedy
Neg LogProb(↓):   0.652921
Path Entropy(↓):  0.735271
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who co - wrote films with samson raphaelson
Start Entity:     Samson Raphaelson
Gold Answer:      [['Hans Müller', 'Leopold Jacobson', 'Guy Bolton', 'Ernest Vajda', 'Maurice Rostand', 'Reginald Berkeley', 'Warren Beatty', 'Neil Jordan', 'Harry Segall', 'Melchior Lengyel', "Robert Vincent O'Neill", 'Lothar Schmidt', 'Joseph Michael Cala', 'Elizabeth Taylor', 'Miklós László']]
Predicted Ans:    Guy Bolton
Predicted Path:   Samson Raphaelson --[(INV) written_by]--> Angel --[written_by]--> Guy Bolton
Path (Raw):       Samson Raphaelson --[No Operation]--> Samson Raphaelson --[(INV) written_by]--> Angel --[written_by]--> Guy Bolton
Neg LogProb(↓):   1.124127
Path Entropy(↓):  2.093670
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the movies starred by terminal velocity actors
Start Entity:     Terminal Velocity
Gold Answer:      [['John Fusco', 'Emilio Estevez', 'Pat Proft', 'David S. Ward', 'John Milius', 'Preston Sturges', 'Robert Dillon', 'Roman Coppola', 'Barry Levinson', 'James Toback', 'Ethan Coen', 'Roman Polanski', 'Alan Ormsby', 'DeWitt Bodeen', 'David Seltzer', 'Oliver Stone', 'Brant Sersen', 'Gérard Brach', 'Boaz Yakin', 'Ulrich Zieger', 'Richard Reitinger', 'Dennis Lehane', 'John Cassavetes', 'Wim Wenders', 'Robert Daley', 'Francis Ford Coppola', 'Kevin Reynolds', 'Jim Abrahams', 'Robert Klane', 'George MacDonald Fraser', 'Valerie Curtin', 'Patrick Melton', 'Marcus Dunstan', 'Sidney Lumet', 'David Loughery', 'Craig Mazin', 'Dick Wolf', 'Elmore Leonard', 'Éva Gárdos', 'Mick Molloy', 'John Brownjohn', 'Thomas Hardy', 'David McCumber', 'Scott Spiegel', 'Jeremy Passmore', 'Ken Hixon', 'David Twohy', 'Gordon Weaver', 'John Hughes', 'Mike Figgis', 'Carl Ellsworth']]
Predicted Ans:    David Twohy
Predicted Path:   Terminal Velocity --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Path (Raw):       Terminal Velocity --[starred_actors]--> Charlie Sheen --[(INV) starred_actors]--> Terminal Velocity --[written_by]--> David Twohy
Neg LogProb(↓):   0.220449
Path Entropy(↓):  0.863763
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies that share actors with the movie the black orchid
Start Entity:     The Black Orchid
Gold Answer:      [['1954', '1959', '1967', '1979', '1977', '1968', '1963', '1939', '1957', '1973', '1953', '1956', '1943', '1983', '1995', '1976', '1972', '1971', '1990', '1989', '1942', '1996', '2002', '1981', '2012', '1961', '1962', '1934', '1964', '1966', '1960', '1965', '1999', '1945', '1969', '1952', '1958']]
Predicted Ans:    1958
Predicted Path:   The Black Orchid --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> Desire Under the Elms --[release_year]--> 1958
Path (Raw):       The Black Orchid --[starred_actors]--> Sophia Loren --[(INV) starred_actors]--> Desire Under the Elms --[release_year]--> 1958
Neg LogProb(↓):   1.413847
Path Entropy(↓):  2.499476
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films starred by steve lawrence release
Start Entity:     Steve Lawrence
Gold Answer:      [['1984']]
Predicted Ans:    1984
Predicted Path:   Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy --[release_year]--> 1984
Path (Raw):       Steve Lawrence --[No Operation]--> Steve Lawrence --[(INV) starred_actors]--> The Lonely Guy --[release_year]--> 1984
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which film did scott prendergast write the story for
Start Entity:     Scott Prendergast
Gold Answer:      [['Kabluey']]
Predicted Ans:    Kabluey
Predicted Path:   Scott Prendergast --[(INV) written_by]--> Kabluey --[written_by]--> Scott Prendergast --[(INV) written_by]--> Kabluey
Path (Raw):       Scott Prendergast --[(INV) written_by]--> Kabluey --[written_by]--> Scott Prendergast --[(INV) written_by]--> Kabluey
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the films written by eugene o'neill in
Start Entity:     Eugene O'Neill
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Eugene O'Neill --[(INV) written_by]--> Anna Christie --[in_language]--> English
Path (Raw):       Eugene O'Neill --[No Operation]--> Eugene O'Neill --[(INV) written_by]--> Anna Christie --[in_language]--> English
Neg LogProb(↓):   0.003339
Path Entropy(↓):  0.025577
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films share the same director of forbidden
Start Entity:     Forbidden
Gold Answer:      [['A Hole in the Head', 'State of the Union', 'Mr. Smith Goes to Washington', 'Lady for a Day', "You Can't Take It With You", 'Submarine', 'Arsenic and Old Lace', 'The Nazis Strike', 'Platinum Blonde', 'The Battle of China', 'It Happened One Night', 'Ladies of Leisure', 'Rain or Shine', "It's a Wonderful Life", 'The Battle of Russia', 'Meet John Doe', 'The Bitter Tea of General Yen', 'Lost Horizon', 'Dirigible', 'Pocketful of Miracles', 'Here Comes the Groom', 'Broadway Bill', 'The Miracle Woman', 'The Battle of Britain', 'The Strong Man', 'Mr. Deeds Goes to Town', 'War Comes to America', 'American Madness']]
Predicted Ans:    Lost Horizon
Predicted Path:   Forbidden --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon
Path (Raw):       Forbidden --[No Operation]--> Forbidden --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon
Neg LogProb(↓):   0.064847
Path Entropy(↓):  0.336878
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies that share actors with brokeback mountain fall under
Start Entity:     Brokeback Mountain
Gold Answer:      [['Family', 'Sport', 'Western', 'Drama', 'Crime', 'War', 'Comedy', 'Action', 'Horror', 'History', 'Adventure', 'Mystery', 'Thriller', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   Brokeback Mountain --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> Brothers --[has_genre]--> Drama
Path (Raw):       Brokeback Mountain --[starred_actors]--> Jake Gyllenhaal --[(INV) starred_actors]--> Brothers --[has_genre]--> Drama
Neg LogProb(↓):   1.564784
Path Entropy(↓):  2.027028
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of puccini for beginners also directed which movies
Start Entity:     Puccini for Beginners
Gold Answer:      [['The Incredibly True Adventure of Two Girls in Love']]
Predicted Ans:    The Incredibly True Adventure of Two Girls in Love
Predicted Path:   Puccini for Beginners --[directed_by]--> Maria Maggenti --[(INV) directed_by]--> The Incredibly True Adventure of Two Girls in Love
Path (Raw):       Puccini for Beginners --[directed_by]--> Maria Maggenti --[(INV) directed_by]--> The Incredibly True Adventure of Two Girls in Love --[No Operation]--> The Incredibly True Adventure of Two Girls in Love
Neg LogProb(↓):   0.506488
Path Entropy(↓):  0.691656
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by paprika steen
Start Entity:     Paprika Steen
Gold Answer:      [['Mauricio Zacharias', 'Ira Sachs']]
Predicted Ans:    Ira Sachs
Predicted Path:   Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[written_by]--> Ira Sachs
Path (Raw):       Paprika Steen --[No Operation]--> Paprika Steen --[(INV) starred_actors]--> Keep the Lights On --[written_by]--> Ira Sachs
Neg LogProb(↓):   0.001382
Path Entropy(↓):  0.011118
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of kristin griffith acted films
Start Entity:     Kristin Griffith
Gold Answer:      [['Woody Allen']]
Predicted Ans:    Woody Allen
Predicted Path:   Kristin Griffith --[(INV) starred_actors]--> Interiors --[written_by]--> Woody Allen
Path (Raw):       Kristin Griffith --[No Operation]--> Kristin Griffith --[(INV) starred_actors]--> Interiors --[written_by]--> Woody Allen
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films that share actors with il bidone fall under
Start Entity:     Il Bidone
Gold Answer:      [['Western', 'Drama', 'War', 'Fantasy', 'Comedy', 'Action', 'Thriller', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   Il Bidone --[starred_actors]--> Giulietta Masina --[(INV) starred_actors]--> The White Sheik --[has_genre]--> Comedy
Path (Raw):       Il Bidone --[starred_actors]--> Giulietta Masina --[(INV) starred_actors]--> The White Sheik --[has_genre]--> Comedy
Neg LogProb(↓):   0.927126
Path Entropy(↓):  1.423962
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films starred by agent red actors
Start Entity:     Agent Red
Gold Answer:      [['Russian']]
Predicted Ans:    Russian
Predicted Path:   Agent Red --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Path (Raw):       Agent Red --[starred_actors]--> Dolph Lundgren --[(INV) starred_actors]--> Command Performance --[in_language]--> Russian
Neg LogProb(↓):   0.017366
Path Entropy(↓):  0.089000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which words describe movie london boulevard
Start Entity:     London Boulevard
Gold Answer:      [['colin farrell', 'keira knightley', 'london']]
Predicted Ans:    keira knightley
Predicted Path:   London Boulevard --[has_tags]--> keira knightley --[(INV) has_tags]--> The Edge of Love --[has_tags]--> keira knightley
Path (Raw):       London Boulevard --[has_tags]--> keira knightley --[(INV) has_tags]--> The Edge of Love --[has_tags]--> keira knightley
Neg LogProb(↓):   0.226999
Path Entropy(↓):  0.516338
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as director of lew ayres starred movies
Start Entity:     Lew Ayres
Gold Answer:      [['Jean Negulesco', 'Robert Siodmak', 'George Cukor', 'Delbert Mann', 'Archie Mayo', 'Walter Lang', 'Lewis Milestone', 'Harold S. Bucquet', 'Vincent Sherman', 'Henry King']]
Predicted Ans:    George Cukor
Predicted Path:   Lew Ayres --[(INV) starred_actors]--> Holiday --[directed_by]--> George Cukor
Path (Raw):       Lew Ayres --[No Operation]--> Lew Ayres --[(INV) starred_actors]--> Holiday --[directed_by]--> George Cukor
Neg LogProb(↓):   0.747474
Path Entropy(↓):  1.259026
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie city of hope were in which genres
Start Entity:     City of Hope
Gold Answer:      [['Family', 'Sport', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   City of Hope --[written_by]--> John Sayles --[(INV) written_by]--> Amigo --[has_genre]--> Drama
Path (Raw):       City of Hope --[written_by]--> John Sayles --[(INV) written_by]--> Amigo --[has_genre]--> Drama
Neg LogProb(↓):   0.888769
Path Entropy(↓):  1.829092
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the films starred by melissa rauch fall under
Start Entity:     Melissa Rauch
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Melissa Rauch --[(INV) starred_actors]--> The Bronze --[has_genre]--> Comedy
Path (Raw):       Melissa Rauch --[No Operation]--> Melissa Rauch --[(INV) starred_actors]--> The Bronze --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is the king
Start Entity:     The King
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   The King --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       The King --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.607450
Path Entropy(↓):  4.716381
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote films that share actors with the film the soldier
Start Entity:     The Soldier
Gold Answer:      [['Gary DeVore', 'Jimmy Huston', 'Wayne Kramer', 'Paul Glickler', 'Michael Mann', 'F. Paul Wilson']]
Predicted Ans:    James Glickenhaus
Predicted Path:   The Soldier --[starred_actors]--> Ken Wahl --[(INV) starred_actors]--> The Soldier --[written_by]--> James Glickenhaus
Path (Raw):       The Soldier --[starred_actors]--> Ken Wahl --[(INV) starred_actors]--> The Soldier --[written_by]--> James Glickenhaus
Neg LogProb(↓):   0.571637
Path Entropy(↓):  0.902790
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The director gerard pires co - directed films with who
Start Entity:     Gérard Pirès
Gold Answer:      [['Tim Story']]
Predicted Ans:    Gérard Pirès
Predicted Path:   Gérard Pirès --[(INV) directed_by]--> Taxi --[directed_by]--> Gérard Pirès
Path (Raw):       Gérard Pirès --[No Operation]--> Gérard Pirès --[(INV) directed_by]--> Taxi --[directed_by]--> Gérard Pirès
Neg LogProb(↓):   0.283136
Path Entropy(↓):  0.560415
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Which person wrote the movies starred by the actors in the furies
Start Entity:     The Furies
Gold Answer:      [['Dan Totheroh', 'Martin Flavin', 'Grace Zaring Stone', 'Benjamin Glazer', 'Cornell Woolrich', 'Claude Binyon', 'Rod Serling', 'Sinclair Lewis', 'John Patrick', 'Carey Wilson', 'Samuel Fuller', 'B. Traven', 'Anya Seton', 'Bernard C. Schoenfeld', 'James M. Cain', 'Marcia Davenport', 'Alfred Hayes', 'Robert Bloch', 'Josef von Sternberg', 'W.R. Burnett', 'John Lee Mahin', 'Edmund Joseph', 'Edmund Goulding', 'Robert Lord', 'J. Grubb Alexander', 'Darryl F. Zanuck', 'Jo Eisinger', 'Clifford Odets', 'Billy Wilder', 'Isobel Lennart', 'Dorothy Cooper', 'John Colton', 'Hal Kanter', 'William Woods', 'Robert Rossen', 'Ursula Parrott', 'John Michael Hayes', 'Thomas Job', 'Martin Vale', 'Sidney Howard', 'Robert Buckner', 'Joseph L. Mankiewicz', 'Olive Higgins Prouty', 'N. Richard Nash', 'Donald Hamilton', 'Preston Sturges', 'Jo Swerling', 'Ketti Frings', 'Ernest Haycox', 'Milton Herbert Gropper', 'Elbert Hubbard', 'Humphrey Pearson', 'Edna Ferber', 'Vereen Bell', 'John Meehan', 'Francis Ford Coppola', 'John Grisham', 'Carol Ryrie Brink', 'Lillian Hellman', 'Robert Riskin', 'Raymond Chandler', 'Herbert Baker', 'Grace Perkins', 'John Huston', 'John Dickson Carr', 'Ronald Cass', 'Peter Myers', 'Ernest Lehman', 'Lucille Fletcher', 'Sidney Sheldon', 'Gypsy Rose Lee', 'Frank Capra', 'Agatha Christie', 'Dalton Trumbo', 'Dorothy Mackaye', 'Carlton Miles', 'Cameron Hawley', 'Marjorie Carleton', 'James Poe', 'John P. Marquand', "Eugene O'Neill", 'Monckton Hoffe']]
Predicted Ans:    Joseph L. Mankiewicz
Predicted Path:   The Furies --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> Dragonwyck --[written_by]--> Joseph L. Mankiewicz
Path (Raw):       The Furies --[starred_actors]--> Walter Huston --[(INV) starred_actors]--> Dragonwyck --[written_by]--> Joseph L. Mankiewicz
Neg LogProb(↓):   1.290579
Path Entropy(↓):  1.694605
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What languages are the movies that share directors with who's that knocking at my door in
Start Entity:     Who's That Knocking at My Door
Gold Answer:      [['Tibetan', 'Irish', 'Italian']]
Predicted Ans:    Italian
Predicted Path:   Who's That Knocking at My Door --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[in_language]--> Italian
Path (Raw):       Who's That Knocking at My Door --[written_by]--> Martin Scorsese --[(INV) written_by]--> My Voyage to Italy --[in_language]--> Italian
Neg LogProb(↓):   0.248660
Path Entropy(↓):  0.551274
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What type of movie is blackmailed
Start Entity:     Blackmailed
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Blackmailed --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Path (Raw):       Blackmailed --[has_genre]--> Drama --[(INV) has_genre]--> A Hole in My Heart --[has_genre]--> Drama
Neg LogProb(↓):   3.239608
Path Entropy(↓):  4.542843
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of austin bunn written films
Start Entity:     Austin Bunn
Gold Answer:      [['2006', '2013']]
Predicted Ans:    2013
Predicted Path:   Austin Bunn --[(INV) written_by]--> Kill Your Darlings --[release_year]--> 2013
Path (Raw):       Austin Bunn --[No Operation]--> Austin Bunn --[(INV) written_by]--> Kill Your Darlings --[release_year]--> 2013
Neg LogProb(↓):   0.548557
Path Entropy(↓):  0.680998
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release date of high art
Start Entity:     High Art
Gold Answer:      [['1998']]
Predicted Ans:    1998
Predicted Path:   High Art --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Path (Raw):       High Art --[release_year]--> 1998 --[(INV) release_year]--> Claire Dolan --[release_year]--> 1998
Neg LogProb(↓):   2.242365
Path Entropy(↓):  3.835266
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What movie did eddy moretti write the story for
Start Entity:     Eddy Moretti
Gold Answer:      [["White Lightnin'"]]
Predicted Ans:    White Lightnin'
Predicted Path:   Eddy Moretti --[(INV) written_by]--> White Lightnin' --[written_by]--> Eddy Moretti --[(INV) written_by]--> White Lightnin'
Path (Raw):       Eddy Moretti --[(INV) written_by]--> White Lightnin' --[written_by]--> Eddy Moretti --[(INV) written_by]--> White Lightnin'
Neg LogProb(↓):   0.147209
Path Entropy(↓):  0.489799
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films directed by the a month by the lake director release
Start Entity:     A Month by the Lake
Gold Answer:      [['1998', '1980', '2000', '1997', '1948', '2001', '1989', '1985', '1994', '1981', '1987', '1986', '1984']]
Predicted Ans:    2001
Predicted Path:   A Month by the Lake --[directed_by]--> John Irvin --[(INV) directed_by]--> The Fourth Angel --[release_year]--> 2001
Path (Raw):       A Month by the Lake --[directed_by]--> John Irvin --[(INV) directed_by]--> The Fourth Angel --[release_year]--> 2001
Neg LogProb(↓):   1.437486
Path Entropy(↓):  1.970598
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of old joy
Start Entity:     Old Joy
Gold Answer:      [['Drama', 'Mystery']]
Predicted Ans:    Drama
Predicted Path:   Old Joy --[written_by]--> Jonathan Raymond --[(INV) written_by]--> Night Moves --[has_genre]--> Drama
Path (Raw):       Old Joy --[written_by]--> Jonathan Raymond --[(INV) written_by]--> Night Moves --[has_genre]--> Drama
Neg LogProb(↓):   0.347559
Path Entropy(↓):  0.829013
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed films together with mike figgis
Start Entity:     Mike Figgis
Gold Answer:      [['Alf Sjöberg', 'Richard Quine', 'Karl Mueller', 'Anthony Asquith']]
Predicted Ans:    Mike Figgis
Predicted Path:   Mike Figgis --[(INV) directed_by]--> The Loss of Sexual Innocence --[directed_by]--> Mike Figgis
Path (Raw):       Mike Figgis --[No Operation]--> Mike Figgis --[(INV) directed_by]--> The Loss of Sexual Innocence --[directed_by]--> Mike Figgis
Neg LogProb(↓):   0.754784
Path Entropy(↓):  1.553988
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of ari folman starred movies
Start Entity:     Ari Folman
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   Ari Folman --[(INV) starred_actors]--> Waltz with Bashir --[release_year]--> 2008
Path (Raw):       Ari Folman --[No Operation]--> Ari Folman --[(INV) starred_actors]--> Waltz with Bashir --[release_year]--> 2008
Neg LogProb(↓):   0.000031
Path Entropy(↓):  0.000368
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share screenwriters with the movie dancing at the blue iguana were in which languages
Start Entity:     Dancing at the Blue Iguana
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Dancing at the Blue Iguana --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[in_language]--> English
Path (Raw):       Dancing at the Blue Iguana --[written_by]--> Michael Radford --[(INV) written_by]--> The Merchant of Venice --[in_language]--> English
Neg LogProb(↓):   0.693388
Path Entropy(↓):  0.695493
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who wrote movies that share actors with the movie on the road
Start Entity:     On the Road
Gold Answer:      [['Eric Warren Singer', 'Matt Greenhalgh', 'Deborah Curtis', 'Elizabeth Young', 'Stephenie Meyer', 'Giancarlo Tallarico', 'Hossein Amini', 'Jerry Siegel', 'Cherie Currie', 'Pete Hamill', 'David O. Russell', 'Gerald McMorrow', 'George Crile', 'Laurie Halse Anderson', 'David S. Goyer', 'Géla Babluani', 'Shana Feste', 'Megan Holley', 'Timm Sharp', 'Olivier Assayas', 'David Koepp', 'Roger Kumble', 'Andrew Levitas', 'Nicholas Stoller', 'Jason Segel', 'Bill Kelly', 'Robert Benton', 'Richard Russo', 'Jim Henson', 'Floria Sigismondi', 'Laura Hillenbrand', 'Evan Daugherty', 'John Lee Hancock', 'Graham Greene', 'Melissa Rosenberg', 'John Patrick Shanley', 'Aaron Sorkin', 'Ken Hixon', 'Matthew Perniciaro']]
Predicted Ans:    David O. Russell
Predicted Path:   On the Road --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[written_by]--> David O. Russell
Path (Raw):       On the Road --[starred_actors]--> Amy Adams --[(INV) starred_actors]--> American Hustle --[written_by]--> David O. Russell
Neg LogProb(↓):   0.443952
Path Entropy(↓):  0.703924
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in dead silence also appears in which films
Start Entity:     Dead Silence
Gold Answer:      [['Flicka', 'The Fan', 'Victor Victoria', 'The Notebook', 'Unstoppable', "Murphy's Romance", 'Duel at Diablo', 'The Americanization of Emily', 'Skin Game', 'The Amityville Curse', 'Mister Buddwing', 'The Wheeler Dealers', "Boys' Night Out", 'Tank', 'The Great Escape', 'Sayonara', 'The Castaway Cowboy', 'Support Your Local Sheriff!', 'Hear No Evil', 'Grand Prix', 'Maverick', 'My Fellow Americans', 'They Only Kill Their Masters', 'Children of a Lesser God', 'Up Periscope', 'Annapolis', 'Not Suitable for Children', '36 Hours', 'Diamond Men', 'Hitch', 'The Last Time', 'One Little Indian', 'Space Cowboys', 'The Thrill of It All', 'Move Over, Darling', 'Marlowe', 'Saw II', 'Griff the Invisible', 'Support Your Local Gunfighter', 'The Spy Next Door', 'Barbarians at the Gate', "The Children's Hour", 'A Man Called Sledge', 'Red Hill', 'Hour of the Gun', 'Hero Wanted', "Darby's Rangers", 'Sunset']]
Predicted Ans:    36 Hours
Predicted Path:   Dead Silence --[starred_actors]--> James Garner --[(INV) starred_actors]--> 36 Hours
Path (Raw):       Dead Silence --[starred_actors]--> James Garner --[No Operation]--> James Garner --[(INV) starred_actors]--> 36 Hours
Neg LogProb(↓):   0.848403
Path Entropy(↓):  1.734323
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films whose actors also appear in the 40 - year - old virgin
Start Entity:     The 40-Year-Old Virgin
Gold Answer:      [['Drama', 'Animation', 'Comedy', 'Adventure', 'Crime']]
Predicted Ans:    Comedy
Predicted Path:   The 40-Year-Old Virgin --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Path (Raw):       The 40-Year-Old Virgin --[starred_actors]--> Steve Carell --[(INV) starred_actors]--> Hope Springs --[has_genre]--> Comedy
Neg LogProb(↓):   1.314654
Path Entropy(↓):  1.953818
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the movies starred by 1408 actors
Start Entity:     1408
Gold Answer:      [['Romance', 'Drama', 'Fantasy', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   1408 --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[has_genre]--> Thriller
Path (Raw):       1408 --[starred_actors]--> John Cusack --[(INV) starred_actors]--> Grand Piano --[has_genre]--> Thriller
Neg LogProb(↓):   1.048700
Path Entropy(↓):  1.401532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What was the release year of the movie frank
Start Entity:     Frank
Gold Answer:      [['2014']]
Predicted Ans:    2014
Predicted Path:   Frank --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Path (Raw):       Frank --[release_year]--> 2014 --[(INV) release_year]--> A Girl Walks Home Alone at Night --[release_year]--> 2014
Neg LogProb(↓):   2.832524
Path Entropy(↓):  4.344067
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of bernie casey starred movies
Start Entity:     Bernie Casey
Gold Answer:      [['Keenen Ivory Wayans', 'Ted Lewis', 'George Armitage']]
Predicted Ans:    Ted Lewis
Predicted Path:   Bernie Casey --[(INV) starred_actors]--> Hit Man --[written_by]--> Ted Lewis
Path (Raw):       Bernie Casey --[No Operation]--> Bernie Casey --[(INV) starred_actors]--> Hit Man --[written_by]--> Ted Lewis
Neg LogProb(↓):   0.857535
Path Entropy(↓):  1.263992
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years of the films that share writers with the film 127 hours
Start Entity:     127 Hours
Gold Answer:      [['1998', '1997', '2008', '2001', '2011']]
Predicted Ans:    2010
Predicted Path:   127 Hours --[written_by]--> Simon Beaufoy --[(INV) written_by]--> 127 Hours --[release_year]--> 2010
Path (Raw):       127 Hours --[written_by]--> Simon Beaufoy --[(INV) written_by]--> 127 Hours --[release_year]--> 2010
Neg LogProb(↓):   1.165319
Path Entropy(↓):  1.931171
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The films written by riad sattouf were in which languages
Start Entity:     Riad Sattouf
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Riad Sattouf --[(INV) written_by]--> The French Kissers --[in_language]--> French
Path (Raw):       Riad Sattouf --[No Operation]--> Riad Sattouf --[(INV) written_by]--> The French Kissers --[in_language]--> French
Neg LogProb(↓):   0.000003
Path Entropy(↓):  0.000038
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the films directed by larry karaszewski released
Start Entity:     Larry Karaszewski
Gold Answer:      [['2000']]
Predicted Ans:    2000
Predicted Path:   Larry Karaszewski --[(INV) directed_by]--> Screwed --[release_year]--> 2000
Path (Raw):       Larry Karaszewski --[No Operation]--> Larry Karaszewski --[(INV) directed_by]--> Screwed --[release_year]--> 2000
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000006
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films directed by freddie francis
Start Entity:     Freddie Francis
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Freddie Francis --[(INV) directed_by]--> Torture Garden --[has_genre]--> Horror
Path (Raw):       Freddie Francis --[No Operation]--> Freddie Francis --[(INV) directed_by]--> Torture Garden --[has_genre]--> Horror
Neg LogProb(↓):   0.334708
Path Entropy(↓):  0.714417
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
When were the movies starred by bill thornbury released
Start Entity:     Bill Thornbury
Gold Answer:      [['1979']]
Predicted Ans:    1979
Predicted Path:   Bill Thornbury --[(INV) starred_actors]--> Phantasm --[release_year]--> 1979
Path (Raw):       Bill Thornbury --[No Operation]--> Bill Thornbury --[(INV) starred_actors]--> Phantasm --[release_year]--> 1979
Neg LogProb(↓):   0.000371
Path Entropy(↓):  0.003304
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the movies starred by actors in amreeka
Start Entity:     Amreeka
Gold Answer:      [['Drama', 'Mystery', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Lemon Tree --[has_genre]--> Drama
Path (Raw):       Amreeka --[starred_actors]--> Hiam Abbass --[(INV) starred_actors]--> Lemon Tree --[has_genre]--> Drama
Neg LogProb(↓):   0.023800
Path Entropy(↓):  0.131695
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies directed by agnes jaoui were in which languages
Start Entity:     Agnès Jaoui
Gold Answer:      [['French']]
Predicted Ans:    French
Predicted Path:   Agnès Jaoui --[(INV) directed_by]--> Let's Talk About the Rain --[in_language]--> French
Path (Raw):       Agnès Jaoui --[No Operation]--> Agnès Jaoui --[(INV) directed_by]--> Let's Talk About the Rain --[in_language]--> French
Neg LogProb(↓):   0.088292
Path Entropy(↓):  0.306287
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the writers that the actors in their films also appear in the film north dallas forty
Start Entity:     North Dallas Forty
Gold Answer:      [['Walter Hill', 'Robert Stone', 'Michael Polish', 'Paul Mazursky', 'Ron Shelton', 'Pierre Schoendoerffer', 'David S. Ward', 'Larry Gross', 'Rawson Marshall Thurber', 'Pat Conroy', 'John Milius', 'Holly Black', 'Tony DiTerlizzi', 'Fred Rexer', 'Joshua Michael Stern', 'John Steinbeck', 'James Jones', 'Eddie Murphy', 'Steven E. de Souza', 'Sam Shepard', 'Arthur Miller', 'Sabina Murray', 'Charles Shyer', 'Alan Rudolph', 'Olivier Assayas', 'Roger Spottiswoode', 'Peter Benchley', 'Roy Huggins', 'Brett Morgen', 'Nancy Meyers', 'John D. MacDonald', "Gavin O'Connor", 'Deric Washburn', 'Neil Jordan', 'John D. Hancock', 'James R. Webb', 'James Ponsoldt', 'Paul Schrader', 'Francis Veber', 'Baltasar Kormákur', 'Mark Polish', 'Russell Banks', 'Terrence Malick', 'Michael Chabon', 'Becky Johnston', 'Judith Rascoe']]
Predicted Ans:    Peter Benchley
Predicted Path:   North Dallas Forty --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[written_by]--> Peter Benchley
Path (Raw):       North Dallas Forty --[starred_actors]--> Nick Nolte --[(INV) starred_actors]--> The Deep --[written_by]--> Peter Benchley
Neg LogProb(↓):   0.253092
Path Entropy(↓):  0.816505
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years the films written by zoe kazan
Start Entity:     Zoe Kazan
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Zoe Kazan --[(INV) written_by]--> Ruby Sparks --[release_year]--> 2012
Path (Raw):       Zoe Kazan --[No Operation]--> Zoe Kazan --[(INV) written_by]--> Ruby Sparks --[release_year]--> 2012
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the director of first snow
Start Entity:     First Snow
Gold Answer:      [['Mark Fergus']]
Predicted Ans:    Mark Fergus
Predicted Path:   First Snow --[directed_by]--> Mark Fergus --[(INV) directed_by]--> First Snow --[directed_by]--> Mark Fergus
Path (Raw):       First Snow --[directed_by]--> Mark Fergus --[(INV) directed_by]--> First Snow --[directed_by]--> Mark Fergus
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the movies written by phil lord
Start Entity:     Phil Lord
Gold Answer:      [['Cody Cameron', 'Christopher Miller', 'Kris Pearn']]
Predicted Ans:    Christopher Miller
Predicted Path:   Phil Lord --[(INV) directed_by]--> 22 Jump Street --[directed_by]--> Christopher Miller
Path (Raw):       Phil Lord --[No Operation]--> Phil Lord --[(INV) directed_by]--> 22 Jump Street --[directed_by]--> Christopher Miller
Neg LogProb(↓):   0.249026
Path Entropy(↓):  0.739119
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies directed by the director of the wrong guy
Start Entity:     The Wrong Guy
Gold Answer:      [['David Steinberg']]
Predicted Ans:    Jay Kogen
Predicted Path:   The Wrong Guy --[directed_by]--> David Steinberg --[(INV) directed_by]--> The Wrong Guy --[written_by]--> Jay Kogen
Path (Raw):       The Wrong Guy --[directed_by]--> David Steinberg --[(INV) directed_by]--> The Wrong Guy --[written_by]--> Jay Kogen
Neg LogProb(↓):   0.095117
Path Entropy(↓):  0.359522
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
The actor in tanner hall also appears in which films
Start Entity:     Tanner Hall
Gold Answer:      [['Short Term 12', "Ain't Them Bodies Saints", 'The Girl with the Dragon Tattoo', 'Trash', 'A Nightmare on Elm Street', 'Side Effects']]
Predicted Ans:    The Girl with the Dragon Tattoo
Predicted Path:   Tanner Hall --[starred_actors]--> Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo
Path (Raw):       Tanner Hall --[starred_actors]--> Rooney Mara --[No Operation]--> Rooney Mara --[(INV) starred_actors]--> The Girl with the Dragon Tattoo
Neg LogProb(↓):   0.471702
Path Entropy(↓):  1.255757
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the movies that have the same actor of killer pad
Start Entity:     Killer Pad
Gold Answer:      [['One Small Hitch', 'I Spit on Your Grave']]
Predicted Ans:    Killer Pad
Predicted Path:   Killer Pad --[starred_actors]--> Shane McRae --[(INV) starred_actors]--> Killer Pad
Path (Raw):       Killer Pad --[starred_actors]--> Shane McRae --[No Operation]--> Shane McRae --[(INV) starred_actors]--> Killer Pad
Neg LogProb(↓):   0.389484
Path Entropy(↓):  0.706354
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What genres do the movies written by dale rosenbloom fall under
Start Entity:     Dale Rosenbloom
Gold Answer:      [['Drama', 'Family']]
Predicted Ans:    Drama
Predicted Path:   Dale Rosenbloom --[(INV) written_by]--> Shiloh --[has_genre]--> Drama
Path (Raw):       Dale Rosenbloom --[No Operation]--> Dale Rosenbloom --[(INV) written_by]--> Shiloh --[has_genre]--> Drama
Neg LogProb(↓):   0.000418
Path Entropy(↓):  0.003674
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genre of movie is corky romano
Start Entity:     Corky Romano
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Corky Romano --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Corky Romano --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.368890
Path Entropy(↓):  4.483665
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films written by the slammin'salmon screenwriters
Start Entity:     The Slammin' Salmon
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   The Slammin' Salmon --[written_by]--> Kevin Heffernan --[(INV) written_by]--> Super Troopers --[has_genre]--> Comedy
Path (Raw):       The Slammin' Salmon --[written_by]--> Kevin Heffernan --[(INV) written_by]--> Super Troopers --[has_genre]--> Comedy
Neg LogProb(↓):   0.009234
Path Entropy(↓):  0.052252
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies written by the screenwriter of the english patient
Start Entity:     The English Patient
Gold Answer:      [['Drama', 'Thriller', 'Musical']]
Predicted Ans:    Drama
Predicted Path:   The English Patient --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[has_genre]--> Drama
Path (Raw):       The English Patient --[written_by]--> Anthony Minghella --[(INV) written_by]--> Breaking and Entering --[has_genre]--> Drama
Neg LogProb(↓):   0.001109
Path Entropy(↓):  0.008762
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies written by mark mccorkle
Start Entity:     Mark McCorkle
Gold Answer:      [['Don Cheadle', 'Emma Roberts', 'Kelly Preston', 'Kurt Russell', 'Johnny Simmons', 'Michael Angarano', 'Jake T. Austin', 'Danielle Panabaker']]
Predicted Ans:    Don Cheadle
Predicted Path:   Mark McCorkle --[(INV) written_by]--> Hotel for Dogs --[starred_actors]--> Don Cheadle
Path (Raw):       Mark McCorkle --[No Operation]--> Mark McCorkle --[(INV) written_by]--> Hotel for Dogs --[starred_actors]--> Don Cheadle
Neg LogProb(↓):   0.109675
Path Entropy(↓):  0.334002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The movies that share writers with the movie games were in which languages
Start Entity:     Games
Gold Answer:      [['English']]
Predicted Ans:    1961
Predicted Path:   Games --[written_by]--> Curtis Harrington --[(INV) written_by]--> Night Tide --[release_year]--> 1961
Path (Raw):       Games --[written_by]--> Curtis Harrington --[(INV) written_by]--> Night Tide --[release_year]--> 1961
Neg LogProb(↓):   0.929544
Path Entropy(↓):  1.630269
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What were the release dates of movies directed by the director of the dog problem
Start Entity:     The Dog Problem
Gold Answer:      [['2003']]
Predicted Ans:    2006
Predicted Path:   The Dog Problem --[directed_by]--> Scott Caan --[(INV) directed_by]--> The Dog Problem --[release_year]--> 2006
Path (Raw):       The Dog Problem --[directed_by]--> Scott Caan --[(INV) directed_by]--> The Dog Problem --[release_year]--> 2006
Neg LogProb(↓):   0.012504
Path Entropy(↓):  0.067368
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who acted in the movies written by the writer of wolf children
Start Entity:     Wolf Children
Gold Answer:      [['Mitsuki Tanimura', 'Nanami Sakuraba']]
Predicted Ans:    Nanami Sakuraba
Predicted Path:   Wolf Children --[written_by]--> Mamoru Hosoda --[(INV) written_by]--> Summer Wars --[starred_actors]--> Nanami Sakuraba
Path (Raw):       Wolf Children --[written_by]--> Mamoru Hosoda --[(INV) written_by]--> Summer Wars --[starred_actors]--> Nanami Sakuraba
Neg LogProb(↓):   0.044056
Path Entropy(↓):  0.206535
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed what ever happened to baby jane?
Start Entity:     What Ever Happened to Baby Jane?
Gold Answer:      [['Richard Attenborough', 'Peter Falk', 'Laurene Landon', 'Vicki Frederick', 'Eddie Albert', 'Catherine Deneuve', 'Ernest Borgnine', 'Gary Cooper', 'Harrison Ford', 'Dorothy Malone', 'James Stewart', 'Michael Caine', 'Anita Ekberg', 'Richard Jaeckel', 'Burt Reynolds', 'Cliff Robertson', 'Bruce Davison', 'Joseph Cotten', 'Peter Finch', 'Dean Martin', 'Harry Andrews', 'Ben Johnson', 'Lee Marvin', 'Martine Carol', 'Paul Winfield', 'Wendell Corey', 'Jack Palance', 'Joan Crawford', 'Gene Wilder', 'Ian Bannen', 'Robert Strauss', 'Kim Novak', 'Jeff Chandler', 'Ralph Meeker', 'Denise Darcel', 'Burt Lancaster', 'Ursula Andress', 'Kirk Douglas', 'Jean Hagen', 'Hardy Krüger', 'Charles Bronson', 'Cesar Romero', 'Frank Sinatra', 'Ida Lupino', 'Jim Brown', 'Rock Hudson']]
Predicted Ans:    Bette Davis
Predicted Path:   What Ever Happened to Baby Jane? --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Path (Raw):       What Ever Happened to Baby Jane? --[directed_by]--> Robert Aldrich --[(INV) directed_by]--> What Ever Happened to Baby Jane? --[starred_actors]--> Bette Davis
Neg LogProb(↓):   1.803443
Path Entropy(↓):  2.566520
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who is listed as screenwriter of bryan white acted films
Start Entity:     Bryan White
Gold Answer:      [['Vera Chapman']]
Predicted Ans:    Vera Chapman
Predicted Path:   Bryan White --[(INV) starred_actors]--> Quest for Camelot --[written_by]--> Vera Chapman
Path (Raw):       Bryan White --[No Operation]--> Bryan White --[(INV) starred_actors]--> Quest for Camelot --[written_by]--> Vera Chapman
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which movies share the screenwriter with the good night
Start Entity:     The Good Night
Gold Answer:      [['Young Ones']]
Predicted Ans:    The Good Night
Predicted Path:   The Good Night --[written_by]--> Jake Paltrow --[(INV) written_by]--> The Good Night
Path (Raw):       The Good Night --[written_by]--> Jake Paltrow --[(INV) written_by]--> The Good Night --[No Operation]--> The Good Night
Neg LogProb(↓):   0.539044
Path Entropy(↓):  0.679401
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What languages are the movies directed by rituparno ghosh in
Start Entity:     Rituparno Ghosh
Gold Answer:      [['Hindi']]
Predicted Ans:    Hindi
Predicted Path:   Rituparno Ghosh --[(INV) directed_by]--> Raincoat --[in_language]--> Hindi
Path (Raw):       Rituparno Ghosh --[No Operation]--> Rituparno Ghosh --[(INV) directed_by]--> Raincoat --[in_language]--> Hindi
Neg LogProb(↓):   0.000279
Path Entropy(↓):  0.002680
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person directed the grudge
Start Entity:     The Grudge
Gold Answer:      [['Takashi Shimizu']]
Predicted Ans:    Takashi Shimizu
Predicted Path:   The Grudge --[directed_by]--> Takashi Shimizu --[(INV) directed_by]--> The Grudge --[directed_by]--> Takashi Shimizu
Path (Raw):       The Grudge --[directed_by]--> Takashi Shimizu --[(INV) directed_by]--> The Grudge --[directed_by]--> Takashi Shimizu
Neg LogProb(↓):   0.509880
Path Entropy(↓):  0.675234
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release years of the movies acted by yancy butler
Start Entity:     Yancy Butler
Gold Answer:      [['1994']]
Predicted Ans:    1994
Predicted Path:   Yancy Butler --[(INV) starred_actors]--> Drop Zone --[release_year]--> 1994
Path (Raw):       Yancy Butler --[No Operation]--> Yancy Butler --[(INV) starred_actors]--> Drop Zone --[release_year]--> 1994
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of miss congeniality
Start Entity:     Miss Congeniality
Gold Answer:      [["Vincent D'Onofrio", 'Harley Jane Kozak', 'Samaire Armstrong', 'Burgess Meredith', 'Jack Lemmon', 'Daryl Hannah', 'Dana Carvey', 'Annabeth Gish', 'Elizabeth Hurley', 'Jeff Daniels', 'Lili Taylor', 'Christopher Lloyd', 'Julia Roberts', 'Bill Pullman', 'Gene Hackman', 'Walter Matthau', 'Lindsay Lohan', 'Elizabeth McGovern', 'Chris Pine', 'Brad Pitt', 'Matthew McConaughey', 'Ray Romano', 'Kate Hudson']]
Predicted Ans:    Kate Hudson
Predicted Path:   Miss Congeniality --[directed_by]--> Donald Petrie --[(INV) directed_by]--> How to Lose a Guy in 10 Days --[starred_actors]--> Kate Hudson
Path (Raw):       Miss Congeniality --[directed_by]--> Donald Petrie --[(INV) directed_by]--> How to Lose a Guy in 10 Days --[starred_actors]--> Kate Hudson
Neg LogProb(↓):   0.407959
Path Entropy(↓):  0.948606
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films starred by actors in the tin star
Start Entity:     The Tin Star
Gold Answer:      [['Family', 'Music', 'Western', 'Biography', 'Drama', 'War', 'Comedy', 'Action', 'Horror', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   The Tin Star --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Path (Raw):       The Tin Star --[starred_actors]--> Henry Fonda --[(INV) starred_actors]--> Once Upon a Time in the West --[has_genre]--> Western
Neg LogProb(↓):   1.436685
Path Entropy(↓):  2.433548
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor in the curious case of benjamin button also appears in which films
Start Entity:     The Curious Case of Benjamin Button
Gold Answer:      [['Spy Game', 'The Mexican', 'Little Fish', 'Heaven', 'Elizabeth', 'A River Runs Through It', 'The Dark Side of the Sun', 'The Shipping News', 'Paradise Road', 'The Tree of Life', 'Inglourious Basterds', 'Meet Joe Black', 'Johnny Suede', 'World War Z', 'The Assassination of Jesse James by the Coward Robert Ford', 'Blue Jasmine', 'Indiana Jones and the Kingdom of the Crystal Skull', 'Killing Them Softly', 'Fight Club', 'The Life Aquatic with Steve Zissou', 'Legends of the Fall', 'Seven Years in Tibet', "Ocean's Twelve", 'Cinderella', 'Megamind', 'Moneyball', 'The Good German', "The Devil's Own", 'The Favor', 'Hanna', 'Burn After Reading', 'The Gift', 'Kalifornia', 'How to Train Your Dragon 2', 'Charlotte Gray', 'The Aviator', 'An Ideal Husband', 'Bandits', 'The Monuments Men', 'Notes on a Scandal', 'The Talented Mr. Ripley', 'Fury', 'Oscar and Lucinda', 'Cool World', 'Robin Hood']]
Predicted Ans:    The Monuments Men
Predicted Path:   The Curious Case of Benjamin Button --[starred_actors]--> Cate Blanchett --[(INV) starred_actors]--> The Monuments Men
Path (Raw):       The Curious Case of Benjamin Button --[starred_actors]--> Cate Blanchett --[No Operation]--> Cate Blanchett --[(INV) starred_actors]--> The Monuments Men
Neg LogProb(↓):   0.515111
Path Entropy(↓):  1.460278
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is listed as director of sanna brading acted films
Start Entity:     Sanna Bråding
Gold Answer:      [['Lukas Moodysson']]
Predicted Ans:    Lukas Moodysson
Predicted Path:   Sanna Bråding --[(INV) starred_actors]--> A Hole in My Heart --[directed_by]--> Lukas Moodysson
Path (Raw):       Sanna Bråding --[No Operation]--> Sanna Bråding --[(INV) starred_actors]--> A Hole in My Heart --[directed_by]--> Lukas Moodysson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the films that have the same screenwriter of swamp thing
Start Entity:     Swamp Thing
Gold Answer:      [['The People Under the Stairs', 'The Hills Have Eyes Part II', 'Shocker', "Paris, je t'aime", 'Pulse', 'The Hills Have Eyes', 'A Nightmare on Elm Street', 'Deadly Blessing', 'My Soul to Take', 'The Last House on the Left']]
Predicted Ans:    Paris, je t'aime
Predicted Path:   Swamp Thing --[written_by]--> Wes Craven --[(INV) written_by]--> Paris, je t'aime
Path (Raw):       Swamp Thing --[No Operation]--> Swamp Thing --[written_by]--> Wes Craven --[(INV) written_by]--> Paris, je t'aime
Neg LogProb(↓):   1.366985
Path Entropy(↓):  2.724691
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the film a soldier's story
Start Entity:     A Soldier's Story
Gold Answer:      [['Charles Fuller']]
Predicted Ans:    Charles Fuller
Predicted Path:   A Soldier's Story --[written_by]--> Charles Fuller --[(INV) written_by]--> A Soldier's Story --[written_by]--> Charles Fuller
Path (Raw):       A Soldier's Story --[written_by]--> Charles Fuller --[(INV) written_by]--> A Soldier's Story --[written_by]--> Charles Fuller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films starred by actors in another happy day
Start Entity:     Another Happy Day
Gold Answer:      [['1980', '1970', '2008', '1992', '1993', '2006', '1985', '1974', '1984', '1977', '2007', '1939', '2009', '2004', '1982', '1973', '2014', '1994', '1956', '1995', '1972', '1990', '1989', '1996', '1926', '2002', '1955', '2011', '1978', '2000', '1997', '1991', '1999', '1987', '1986']]
Predicted Ans:    1985
Predicted Path:   Another Happy Day --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[release_year]--> 1985
Path (Raw):       Another Happy Day --[starred_actors]--> Demi Moore --[(INV) starred_actors]--> St. Elmo's Fire --[release_year]--> 1985
Neg LogProb(↓):   1.008707
Path Entropy(↓):  1.499541
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies acted by stephen nathan fall under
Start Entity:     Stephen Nathan
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Stephen Nathan --[(INV) starred_actors]--> You Light Up My Life --[has_genre]--> Drama
Path (Raw):       Stephen Nathan --[No Operation]--> Stephen Nathan --[(INV) starred_actors]--> You Light Up My Life --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who was the writer of the film how green was my valley
Start Entity:     How Green Was My Valley
Gold Answer:      [['Philip Dunne', 'Richard Llewellyn']]
Predicted Ans:    Philip Dunne
Predicted Path:   How Green Was My Valley --[written_by]--> Philip Dunne --[(INV) written_by]--> Three Brave Men --[written_by]--> Philip Dunne
Path (Raw):       How Green Was My Valley --[written_by]--> Philip Dunne --[(INV) written_by]--> Three Brave Men --[written_by]--> Philip Dunne
Neg LogProb(↓):   0.071318
Path Entropy(↓):  0.361794
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share screenwriters with love me tonight fall under
Start Entity:     Love Me Tonight
Gold Answer:      [['Musical', 'Drama', 'Fantasy', 'Comedy', 'Horror', 'Adventure']]
Predicted Ans:    Comedy
Predicted Path:   Love Me Tonight --[written_by]--> Samuel Hoffenstein --[(INV) written_by]--> Love Me Tonight --[has_genre]--> Comedy
Path (Raw):       Love Me Tonight --[written_by]--> Samuel Hoffenstein --[(INV) written_by]--> Love Me Tonight --[has_genre]--> Comedy
Neg LogProb(↓):   0.069613
Path Entropy(↓):  0.359143
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in don't look now
Start Entity:     Don't Look Now
Gold Answer:      [['Donald Sutherland', 'Julie Christie']]
Predicted Ans:    Donald Sutherland
Predicted Path:   Don't Look Now --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Path (Raw):       Don't Look Now --[starred_actors]--> Donald Sutherland --[(INV) starred_actors]--> Heaven Help Us --[starred_actors]--> Donald Sutherland
Neg LogProb(↓):   0.063472
Path Entropy(↓):  0.279256
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share directors with the film high, wide, and handsome were in which languages
Start Entity:     High, Wide, and Handsome
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[in_language]--> English
Path (Raw):       High, Wide, and Handsome --[directed_by]--> Rouben Mamoulian --[(INV) directed_by]--> Becky Sharp --[in_language]--> English
Neg LogProb(↓):   0.007507
Path Entropy(↓):  0.047241
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The films that share actors with the film the year my voice broke were in which genres
Start Entity:     The Year My Voice Broke
Gold Answer:      [['Drama', 'Comedy', 'Romance']]
Predicted Ans:    Drama
Predicted Path:   The Year My Voice Broke --[starred_actors]--> Noah Taylor --[(INV) starred_actors]--> The Year My Voice Broke --[has_genre]--> Drama
Path (Raw):       The Year My Voice Broke --[starred_actors]--> Noah Taylor --[(INV) starred_actors]--> The Year My Voice Broke --[has_genre]--> Drama
Neg LogProb(↓):   0.039082
Path Entropy(↓):  0.179210
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the movies written by posse writers
Start Entity:     Posse
Gold Answer:      [['German']]
Predicted Ans:    German
Predicted Path:   Posse --[written_by]--> William Roberts --[(INV) written_by]--> The Bridge at Remagen --[in_language]--> German
Path (Raw):       Posse --[written_by]--> William Roberts --[(INV) written_by]--> The Bridge at Remagen --[in_language]--> German
Neg LogProb(↓):   0.000903
Path Entropy(↓):  0.007296
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the films that have the same actor of bachelor in paradise
Start Entity:     Bachelor in Paradise
Gold Answer:      [['Portrait in Black', 'Road to Morocco', 'The Rains of Ranchipur', 'Imitation of Life', 'Johnny Eager', 'My Favorite Blonde', 'The Ghost Breakers', 'Call Me Bwana', 'The Bad and the Beautiful', 'The Green Berets', 'Dr. Jekyll and Mr. Hyde', 'Road to Zanzibar', 'Silk Stockings', 'Betrayed', 'The Road to Hong Kong', "Casanova's Big Night", 'The Big Cube', 'Cass Timberlane', "Please Don't Eat the Daisies", 'The Facts of Life', 'Road to Rio', 'The Prodigal', 'Romance on the High Seas', 'Hellfighters', 'My Favorite Brunette', 'Road to Bali', 'The Sea Chase', 'Road to Singapore', 'The Cat and the Canary', 'The Postman Always Rings Twice', 'Boy, Did I Get a Wrong Number!', 'Son of Paleface', 'Fancy Pants', 'The Princess and the Pirate', 'The Seven Little Foys', 'The Hallelujah Trail', 'The Merry Widow', 'Major Dundee', 'The Paleface', 'Road to Utopia', 'The Three Musketeers', 'Peyton Place']]
Predicted Ans:    The Merry Widow
Predicted Path:   Bachelor in Paradise --[starred_actors]--> Lana Turner --[(INV) starred_actors]--> The Merry Widow
Path (Raw):       Bachelor in Paradise --[starred_actors]--> Lana Turner --[No Operation]--> Lana Turner --[(INV) starred_actors]--> The Merry Widow
Neg LogProb(↓):   0.843728
Path Entropy(↓):  1.887146
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What language is dead poets society in
Start Entity:     Dead Poets Society
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Dead Poets Society --[written_by]--> Tom Schulman --[(INV) written_by]--> Dead Poets Society --[in_language]--> English
Path (Raw):       Dead Poets Society --[written_by]--> Tom Schulman --[(INV) written_by]--> Dead Poets Society --[in_language]--> English
Neg LogProb(↓):   0.041849
Path Entropy(↓):  0.182163
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the actors in the films directed by the director of the mirror has two faces
Start Entity:     The Mirror Has Two Faces
Gold Answer:      [['Nick Nolte', 'Barbra Streisand']]
Predicted Ans:    Nick Nolte
Predicted Path:   The Mirror Has Two Faces --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[starred_actors]--> Nick Nolte
Path (Raw):       The Mirror Has Two Faces --[directed_by]--> Barbra Streisand --[(INV) directed_by]--> The Prince of Tides --[starred_actors]--> Nick Nolte
Neg LogProb(↓):   0.757566
Path Entropy(↓):  1.481342
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers that the directors of their films also directed i think i love my wife
Start Entity:     I Think I Love My Wife
Gold Answer:      [['Chris Rock']]
Predicted Ans:    Chris Rock
Predicted Path:   I Think I Love My Wife --[directed_by]--> Chris Rock --[(INV) directed_by]--> Top Five --[written_by]--> Chris Rock
Path (Raw):       I Think I Love My Wife --[directed_by]--> Chris Rock --[(INV) directed_by]--> Top Five --[written_by]--> Chris Rock
Neg LogProb(↓):   0.020949
Path Entropy(↓):  0.114686
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which screenwriters co - wrote movies with gale sayers
Start Entity:     Gale Sayers
Gold Answer:      [['William Blinn']]
Predicted Ans:    William Blinn
Predicted Path:   Gale Sayers --[(INV) written_by]--> Brian's Song --[written_by]--> William Blinn
Path (Raw):       Gale Sayers --[No Operation]--> Gale Sayers --[(INV) written_by]--> Brian's Song --[written_by]--> William Blinn
Neg LogProb(↓):   0.095129
Path Entropy(↓):  0.304257
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed films that share actors with the film wheel of time
Start Entity:     Wheel of Time
Gold Answer:      [['Rick Ray']]
Predicted Ans:    Rick Ray
Predicted Path:   Wheel of Time --[starred_actors]--> The Dalai Lama --[(INV) starred_actors]--> 10 Questions for the Dalai Lama --[directed_by]--> Rick Ray
Path (Raw):       Wheel of Time --[starred_actors]--> The Dalai Lama --[(INV) starred_actors]--> 10 Questions for the Dalai Lama --[directed_by]--> Rick Ray
Neg LogProb(↓):   0.000251
Path Entropy(↓):  0.002420
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who acted in the movies directed by the director of mother
Start Entity:     Mother
Gold Answer:      [['Bruno Kirby', 'Albert Brooks', 'Andie MacDowell', 'Kathryn Harrold', 'Jeff Bridges', 'Sharon Stone', 'Julie Hagerty']]
Predicted Ans:    Albert Brooks
Predicted Path:   Mother --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[starred_actors]--> Albert Brooks
Path (Raw):       Mother --[directed_by]--> Albert Brooks --[(INV) directed_by]--> Defending Your Life --[starred_actors]--> Albert Brooks
Neg LogProb(↓):   0.081251
Path Entropy(↓):  0.292919
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies written by the screenwriter of we own the night starred who
Start Entity:     We Own the Night
Gold Answer:      [['Joaquin Phoenix', 'Charlize Theron', 'Mila Kunis', 'Mark Wahlberg', 'Tim Roth', 'Moira Kelly', 'Vanessa Redgrave', 'Clive Owen', 'Billy Crudup', 'Marion Cotillard', 'Edward Furlong', 'Jeremy Renner', 'James Caan']]
Predicted Ans:    Clive Owen
Predicted Path:   We Own the Night --[written_by]--> James Gray --[(INV) written_by]--> Blood Ties --[starred_actors]--> Clive Owen
Path (Raw):       We Own the Night --[written_by]--> James Gray --[(INV) written_by]--> Blood Ties --[starred_actors]--> Clive Owen
Neg LogProb(↓):   0.247273
Path Entropy(↓):  0.768532
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is the primary language in the film zatoichi on the road
Start Entity:     Zatoichi on the Road
Gold Answer:      [['Japanese']]
Predicted Ans:    Japanese
Predicted Path:   Zatoichi on the Road --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Path (Raw):       Zatoichi on the Road --[in_language]--> Japanese --[(INV) in_language]--> Three Came Home --[in_language]--> Japanese
Neg LogProb(↓):   2.731551
Path Entropy(↓):  3.208633
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who starred in the movies whose director also directed the last seduction
Start Entity:     The Last Seduction
Gold Answer:      [['Ben Kingsley', 'James Franco', 'Joanne Whalley', 'Steve Zahn', 'Paul Walker', 'Michael Madsen', 'Matt Damon', 'Dennis Farina', 'Luke Wilson', 'Linda Fiorentino', 'Leelee Sobieski', 'Ray Liotta', 'Téa Leoni', 'Benjamin Bratt']]
Predicted Ans:    Michael Madsen
Predicted Path:   The Last Seduction --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[starred_actors]--> Michael Madsen
Path (Raw):       The Last Seduction --[directed_by]--> John Dahl --[(INV) directed_by]--> Kill Me Again --[starred_actors]--> Michael Madsen
Neg LogProb(↓):   0.000026
Path Entropy(↓):  0.000319
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies acted by john paizs
Start Entity:     John Paizs
Gold Answer:      [['André De Toth']]
Predicted Ans:    André De Toth
Predicted Path:   John Paizs --[(INV) starred_actors]--> Crime Wave --[directed_by]--> André De Toth
Path (Raw):       John Paizs --[No Operation]--> John Paizs --[(INV) starred_actors]--> Crime Wave --[directed_by]--> André De Toth
Neg LogProb(↓):   0.001289
Path Entropy(↓):  0.010505
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The screenwriter walter tevis wrote films together with who
Start Entity:     Walter Tevis
Gold Answer:      [['Richard Price']]
Predicted Ans:    Richard Price
Predicted Path:   Walter Tevis --[(INV) written_by]--> The Color of Money --[written_by]--> Richard Price
Path (Raw):       Walter Tevis --[No Operation]--> Walter Tevis --[(INV) written_by]--> The Color of Money --[written_by]--> Richard Price
Neg LogProb(↓):   0.122438
Path Entropy(↓):  0.358195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What types are the films starred by jenna dewan tatum
Start Entity:     Jenna Dewan Tatum
Gold Answer:      [['Drama']]
Predicted Ans:    Drama
Predicted Path:   Jenna Dewan Tatum --[(INV) starred_actors]--> Step Up --[has_genre]--> Drama
Path (Raw):       Jenna Dewan Tatum --[No Operation]--> Jenna Dewan Tatum --[(INV) starred_actors]--> Step Up --[has_genre]--> Drama
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the movies acted by adam ant fall under
Start Entity:     Adam Ant
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Adam Ant --[(INV) starred_actors]--> Love Bites --[has_genre]--> Comedy
Path (Raw):       Adam Ant --[No Operation]--> Adam Ant --[(INV) starred_actors]--> Love Bites --[has_genre]--> Comedy
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films written by vincenzo natali
Start Entity:     Vincenzo Natali
Gold Answer:      [['1997', '2003', '2009']]
Predicted Ans:    2009
Predicted Path:   Vincenzo Natali --[(INV) written_by]--> Splice --[release_year]--> 2009
Path (Raw):       Vincenzo Natali --[No Operation]--> Vincenzo Natali --[(INV) written_by]--> Splice --[release_year]--> 2009
Neg LogProb(↓):   0.704326
Path Entropy(↓):  0.828175
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did kenneth mackenna act in
Start Entity:     Kenneth MacKenna
Gold Answer:      [['Men Without Women']]
Predicted Ans:    Men Without Women
Predicted Path:   Kenneth MacKenna --[(INV) starred_actors]--> Men Without Women --[starred_actors]--> Frank Albertson --[(INV) starred_actors]--> Men Without Women
Path (Raw):       Kenneth MacKenna --[(INV) starred_actors]--> Men Without Women --[starred_actors]--> Frank Albertson --[(INV) starred_actors]--> Men Without Women
Neg LogProb(↓):   0.004866
Path Entropy(↓):  0.030724
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What is a film written by ehud yonay
Start Entity:     Ehud Yonay
Gold Answer:      [['Top Gun']]
Predicted Ans:    Dick Tracy
Predicted Path:   Ehud Yonay --[(INV) written_by]--> Top Gun --[written_by]--> Jim Cash --[(INV) written_by]--> Dick Tracy
Path (Raw):       Ehud Yonay --[(INV) written_by]--> Top Gun --[written_by]--> Jim Cash --[(INV) written_by]--> Dick Tracy
Neg LogProb(↓):   0.118325
Path Entropy(↓):  0.450477
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What genres do the films that share directors with it's a wonderful life fall under
Start Entity:     It's a Wonderful Life
Gold Answer:      [['Music', 'Documentary', 'Musical', 'Drama', 'War', 'Fantasy', 'Comedy', 'Adventure']]
Predicted Ans:    Drama
Predicted Path:   It's a Wonderful Life --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[has_genre]--> Drama
Path (Raw):       It's a Wonderful Life --[directed_by]--> Frank Capra --[(INV) directed_by]--> Lost Horizon --[has_genre]--> Drama
Neg LogProb(↓):   0.474941
Path Entropy(↓):  1.073826
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share writers with the movie only lovers left alive were released in which years
Start Entity:     Only Lovers Left Alive
Gold Answer:      [['1995', '1980', '2009', '2003', '2005', '1989', '1991', '1986', '1984']]
Predicted Ans:    1980
Predicted Path:   Only Lovers Left Alive --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Path (Raw):       Only Lovers Left Alive --[written_by]--> Jim Jarmusch --[(INV) written_by]--> Permanent Vacation --[release_year]--> 1980
Neg LogProb(↓):   0.622628
Path Entropy(↓):  1.347458
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who in the world wrote a streetcar named desire
Start Entity:     A Streetcar Named Desire
Gold Answer:      [['Oscar Saul', 'Tennessee Williams']]
Predicted Ans:    Tennessee Williams
Predicted Path:   A Streetcar Named Desire --[written_by]--> Oscar Saul --[(INV) written_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Path (Raw):       A Streetcar Named Desire --[written_by]--> Oscar Saul --[(INV) written_by]--> A Streetcar Named Desire --[written_by]--> Tennessee Williams
Neg LogProb(↓):   2.847028
Path Entropy(↓):  3.299137
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the films release whose actors also appear in the film look who's talking too
Start Entity:     Look Who's Talking Too
Gold Answer:      [['1980', '2008', '2003', '1993', '1974', '1984', '1977', '2007', '1998', '2009', '2010', '2004', '1994', '1983', '1995', '2001', '1990', '1989', '1996', '1981', '2011', '2013', '1988', '1978', '2000', '1997', '1950', '1960', '2005', '1991', '1999', '1987']]
Predicted Ans:    1989
Predicted Path:   Look Who's Talking Too --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Path (Raw):       Look Who's Talking Too --[starred_actors]--> Kirstie Alley --[(INV) starred_actors]--> Look Who's Talking --[release_year]--> 1989
Neg LogProb(↓):   0.949317
Path Entropy(↓):  1.833966
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of the unborn
Start Entity:     The Unborn
Gold Answer:      [['Danish']]
Predicted Ans:    Danish
Predicted Path:   The Unborn --[written_by]--> David S. Goyer --[(INV) written_by]--> The Substitute --[in_language]--> Danish
Path (Raw):       The Unborn --[written_by]--> David S. Goyer --[(INV) written_by]--> The Substitute --[in_language]--> Danish
Neg LogProb(↓):   0.000083
Path Entropy(↓):  0.000898
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What were the release dates of films written by the screenwriter of the house by the cemetery
Start Entity:     The House by the Cemetery
Gold Answer:      [['1980', '1972', '1971', '1982', '1981']]
Predicted Ans:    1981
Predicted Path:   The House by the Cemetery --[written_by]--> Lucio Fulci --[(INV) written_by]--> The House by the Cemetery --[release_year]--> 1981
Path (Raw):       The House by the Cemetery --[written_by]--> Lucio Fulci --[(INV) written_by]--> The House by the Cemetery --[release_year]--> 1981
Neg LogProb(↓):   0.158783
Path Entropy(↓):  0.564097
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films directed by the director of the stepfather
Start Entity:     The Stepfather
Gold Answer:      [['Drama', 'Horror', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   The Stepfather --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Good Son --[has_genre]--> Thriller
Path (Raw):       The Stepfather --[directed_by]--> Joseph Ruben --[(INV) directed_by]--> The Good Son --[has_genre]--> Thriller
Neg LogProb(↓):   0.028802
Path Entropy(↓):  0.159216
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What film genre is spring breakdown
Start Entity:     Spring Breakdown
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Spring Breakdown --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Path (Raw):       Spring Breakdown --[has_genre]--> Comedy --[(INV) has_genre]--> Next Stop Wonderland --[has_genre]--> Comedy
Neg LogProb(↓):   3.259822
Path Entropy(↓):  4.495264
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the films written by luke harding
Start Entity:     Luke Harding
Gold Answer:      [['Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Luke Harding --[(INV) written_by]--> The Fifth Estate --[has_genre]--> Thriller
Path (Raw):       Luke Harding --[No Operation]--> Luke Harding --[(INV) written_by]--> The Fifth Estate --[has_genre]--> Thriller
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film vabank
Start Entity:     Vabank
Gold Answer:      [['1981']]
Predicted Ans:    1981
Predicted Path:   Vabank --[release_year]--> 1981 --[(INV) release_year]--> The Woman Next Door --[release_year]--> 1981
Path (Raw):       Vabank --[release_year]--> 1981 --[(INV) release_year]--> The Woman Next Door --[release_year]--> 1981
Neg LogProb(↓):   2.930056
Path Entropy(↓):  4.139181
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films share the same director of the specialist
Start Entity:     The Specialist
Gold Answer:      [['Crime Zone', 'Anaconda']]
Predicted Ans:    Crime Zone
Predicted Path:   The Specialist --[directed_by]--> Luis Llosa --[(INV) directed_by]--> Crime Zone
Path (Raw):       The Specialist --[No Operation]--> The Specialist --[directed_by]--> Luis Llosa --[(INV) directed_by]--> Crime Zone
Neg LogProb(↓):   0.131247
Path Entropy(↓):  0.512291
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the languages spoken in the films whose directors also directed cover girl
Start Entity:     Cover Girl
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Cover Girl --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Path (Raw):       Cover Girl --[directed_by]--> Charles Vidor --[(INV) directed_by]--> A Farewell to Arms --[in_language]--> English
Neg LogProb(↓):   0.693152
Path Entropy(↓):  0.693211
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the languages spoken in the films directed by the runaway bride director
Start Entity:     Runaway Bride
Gold Answer:      [['English']]
Predicted Ans:    English
Predicted Path:   Runaway Bride --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[in_language]--> English
Path (Raw):       Runaway Bride --[directed_by]--> Garry Marshall --[(INV) directed_by]--> The Princess Diaries --[in_language]--> English
Neg LogProb(↓):   0.000040
Path Entropy(↓):  0.000511
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by laird koenig
Start Entity:     Laird Koenig
Gold Answer:      [['Nicolas Gessner']]
Predicted Ans:    Nicolas Gessner
Predicted Path:   Laird Koenig --[(INV) written_by]--> The Little Girl Who Lives Down the Lane --[directed_by]--> Nicolas Gessner
Path (Raw):       Laird Koenig --[No Operation]--> Laird Koenig --[(INV) written_by]--> The Little Girl Who Lives Down the Lane --[directed_by]--> Nicolas Gessner
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who starred in the movies whose writers also wrote return from witch mountain
Start Entity:     Return from Witch Mountain
Gold Answer:      [['Carla Gugino', 'Alexander Ludwig', 'Roger Rose', 'AnnaSophia Robb', 'Dwayne Johnson', 'Michelle Forbes', 'Adam Ant', 'Kimberly Foster']]
Predicted Ans:    Bette Davis
Predicted Path:   Return from Witch Mountain --[written_by]--> Alexander Key --[(INV) written_by]--> Return from Witch Mountain --[starred_actors]--> Bette Davis
Path (Raw):       Return from Witch Mountain --[written_by]--> Alexander Key --[(INV) written_by]--> Return from Witch Mountain --[starred_actors]--> Bette Davis
Neg LogProb(↓):   0.336941
Path Entropy(↓):  0.964406
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What sort of movie is creep
Start Entity:     Creep
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Creep --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Creep --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.235927
Path Entropy(↓):  3.722648
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who's the writer of mystery men
Start Entity:     Mystery Men
Gold Answer:      [['Neil Cuthbert', 'Bob Burden']]
Predicted Ans:    Bob Burden
Predicted Path:   Mystery Men --[written_by]--> Bob Burden --[(INV) written_by]--> Mystery Men --[written_by]--> Bob Burden
Path (Raw):       Mystery Men --[written_by]--> Bob Burden --[(INV) written_by]--> Mystery Men --[written_by]--> Bob Burden
Neg LogProb(↓):   0.034928
Path Entropy(↓):  0.163345
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of the films directed by the confidential agent director
Start Entity:     Confidential Agent
Gold Answer:      [['Lillian Hellman', 'Dashiell Hammett']]
Predicted Ans:    Dashiell Hammett
Predicted Path:   Confidential Agent --[directed_by]--> Herman Shumlin --[(INV) directed_by]--> Watch on the Rhine --[written_by]--> Dashiell Hammett
Path (Raw):       Confidential Agent --[directed_by]--> Herman Shumlin --[(INV) directed_by]--> Watch on the Rhine --[written_by]--> Dashiell Hammett
Neg LogProb(↓):   0.215651
Path Entropy(↓):  0.662836
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was spy game released
Start Entity:     Spy Game
Gold Answer:      [['2001']]
Predicted Ans:    2001
Predicted Path:   Spy Game --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Path (Raw):       Spy Game --[release_year]--> 2001 --[(INV) release_year]--> Sidewalks of New York --[release_year]--> 2001
Neg LogProb(↓):   3.026025
Path Entropy(↓):  4.386016
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When was the movie crossover released
Start Entity:     Crossover
Gold Answer:      [['2006']]
Predicted Ans:    2006
Predicted Path:   Crossover --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Path (Raw):       Crossover --[release_year]--> 2006 --[(INV) release_year]--> The Sensation of Sight --[release_year]--> 2006
Neg LogProb(↓):   2.808755
Path Entropy(↓):  4.621469
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed the river wild
Start Entity:     The River Wild
Gold Answer:      [['Curtis Hanson']]
Predicted Ans:    Curtis Hanson
Predicted Path:   The River Wild --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You --[directed_by]--> Curtis Hanson
Path (Raw):       The River Wild --[directed_by]--> Curtis Hanson --[(INV) directed_by]--> Lucky You --[directed_by]--> Curtis Hanson
Neg LogProb(↓):   0.070781
Path Entropy(↓):  0.249729
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the writers of the films directed by harry elfont
Start Entity:     Harry Elfont
Gold Answer:      [['Deborah Kaplan']]
Predicted Ans:    Harry Elfont
Predicted Path:   Harry Elfont --[(INV) directed_by]--> Can't Hardly Wait --[written_by]--> Harry Elfont
Path (Raw):       Harry Elfont --[No Operation]--> Harry Elfont --[(INV) directed_by]--> Can't Hardly Wait --[written_by]--> Harry Elfont
Neg LogProb(↓):   0.549670
Path Entropy(↓):  0.991364
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
Who acted in the movies directed by the director of black caesar
Start Entity:     Black Caesar
Gold Answer:      [['Megan Gallagher', 'Gloria Hendry', 'Fred Williamson', 'David Carradine', 'Michael Moriarty', 'Richard Roundtree', 'Candy Clark', 'James Earl Jones', 'Paul Sorvino', 'Garrett Morris', 'Eric Roberts', 'Andrea Marcovicci', 'Red Buttons']]
Predicted Ans:    Fred Williamson
Predicted Path:   Black Caesar --[directed_by]--> Larry Cohen --[(INV) directed_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Path (Raw):       Black Caesar --[directed_by]--> Larry Cohen --[(INV) directed_by]--> Black Caesar --[starred_actors]--> Fred Williamson
Neg LogProb(↓):   0.152389
Path Entropy(↓):  0.429729
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies have the same actor of long time dead
Start Entity:     Long Time Dead
Gold Answer:      [['Last Days', 'While She Was Out', 'Boys', 'Johns', 'Rambling Rose', 'Lady in White', 'David and Lisa']]
Predicted Ans:    While She Was Out
Predicted Path:   Long Time Dead --[starred_actors]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out
Path (Raw):       Long Time Dead --[starred_actors]--> Lukas Haas --[No Operation]--> Lukas Haas --[(INV) starred_actors]--> While She Was Out
Neg LogProb(↓):   0.182814
Path Entropy(↓):  0.515396
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What are the genres of the films starred by mark holton
Start Entity:     Mark Holton
Gold Answer:      [['Adventure', 'Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Mark Holton --[(INV) starred_actors]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Path (Raw):       Mark Holton --[No Operation]--> Mark Holton --[(INV) starred_actors]--> Pee-wee's Big Adventure --[has_genre]--> Comedy
Neg LogProb(↓):   0.001641
Path Entropy(↓):  0.012154
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What was the release year of the film prom night
Start Entity:     Prom Night
Gold Answer:      [['1980']]
Predicted Ans:    1980
Predicted Path:   Prom Night --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Path (Raw):       Prom Night --[release_year]--> 1980 --[(INV) release_year]--> The Earthling --[release_year]--> 1980
Neg LogProb(↓):   1.929974
Path Entropy(↓):  3.268112
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres are the films starred by jubal actors
Start Entity:     Jubal
Gold Answer:      [['Music', 'Western', 'Drama', 'War', 'Animation', 'Comedy', 'Action', 'Horror', 'Adventure', 'Mystery', 'Thriller', 'Crime']]
Predicted Ans:    Western
Predicted Path:   Jubal --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> Jubal --[has_genre]--> Western
Path (Raw):       Jubal --[starred_actors]--> Ernest Borgnine --[(INV) starred_actors]--> Jubal --[has_genre]--> Western
Neg LogProb(↓):   0.494840
Path Entropy(↓):  1.558433
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What year was the shaggy dog released
Start Entity:     The Shaggy Dog
Gold Answer:      [['1959']]
Predicted Ans:    1959
Predicted Path:   The Shaggy Dog --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Path (Raw):       The Shaggy Dog --[release_year]--> 1959 --[(INV) release_year]--> Samurai Vendetta --[release_year]--> 1959
Neg LogProb(↓):   1.827200
Path Entropy(↓):  3.665062
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of let's go to prison
Start Entity:     Let's Go to Prison
Gold Answer:      [['Comedy']]
Predicted Ans:    Comedy
Predicted Path:   Let's Go to Prison --[directed_by]--> Bob Odenkirk --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Path (Raw):       Let's Go to Prison --[directed_by]--> Bob Odenkirk --[(INV) directed_by]--> Movie 43 --[has_genre]--> Comedy
Neg LogProb(↓):   0.176765
Path Entropy(↓):  0.443355
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are co - stars of brendan fletcher
Start Entity:     Brendan Fletcher
Gold Answer:      [['Sarah Polley', 'Shaun Sipos', 'Michael Paré', 'Shirley Douglas', 'Michael Biehn', 'Sean McCann', 'Alex McArthur', 'Nicholas Campbell']]
Predicted Ans:    Brendan Fletcher
Predicted Path:   Brendan Fletcher --[(INV) starred_actors]--> Rampage --[starred_actors]--> Brendan Fletcher
Path (Raw):       Brendan Fletcher --[No Operation]--> Brendan Fletcher --[(INV) starred_actors]--> Rampage --[starred_actors]--> Brendan Fletcher
Neg LogProb(↓):   0.782561
Path Entropy(↓):  1.121588
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When was the list of adrian messenger released
Start Entity:     The List of Adrian Messenger
Gold Answer:      [['1963']]
Predicted Ans:    1963
Predicted Path:   The List of Adrian Messenger --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Path (Raw):       The List of Adrian Messenger --[release_year]--> 1963 --[(INV) release_year]--> The Sadist --[release_year]--> 1963
Neg LogProb(↓):   1.928541
Path Entropy(↓):  2.827968
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What types are the movies directed by the director of mad detective
Start Entity:     Mad Detective
Gold Answer:      [['Drama', 'Comedy', 'Action', 'Horror', 'Thriller', 'Crime']]
Predicted Ans:    Thriller
Predicted Path:   Mad Detective --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[has_genre]--> Thriller
Path (Raw):       Mad Detective --[directed_by]--> Johnnie To --[(INV) directed_by]--> Running on Karma --[has_genre]--> Thriller
Neg LogProb(↓):   0.582150
Path Entropy(↓):  1.146158
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The actor tori spelling co - starred with who
Start Entity:     Tori Spelling
Gold Answer:      [['Parker Posey', 'Philipp Karner', "James O'Shea", 'Christian Campbell', 'Josh Hamilton', 'John Paul Pitoc']]
Predicted Ans:    Tori Spelling
Predicted Path:   Tori Spelling --[(INV) starred_actors]--> Trick --[starred_actors]--> Tori Spelling
Path (Raw):       Tori Spelling --[No Operation]--> Tori Spelling --[(INV) starred_actors]--> Trick --[starred_actors]--> Tori Spelling
Neg LogProb(↓):   0.010240
Path Entropy(↓):  0.058116
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
When did the movies acted by terry o'quinn release
Start Entity:     Terry O'Quinn
Gold Answer:      [['1989', '2009', '1987']]
Predicted Ans:    1987
Predicted Path:   Terry O'Quinn --[(INV) starred_actors]--> The Stepfather --[release_year]--> 1987
Path (Raw):       Terry O'Quinn --[No Operation]--> Terry O'Quinn --[(INV) starred_actors]--> The Stepfather --[release_year]--> 1987
Neg LogProb(↓):   0.856268
Path Entropy(↓):  1.278179
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed the movies acted by arshad warsi
Start Entity:     Arshad Warsi
Gold Answer:      [['Siddharth Anand', 'Kabir Khan']]
Predicted Ans:    Siddharth Anand
Predicted Path:   Arshad Warsi --[(INV) starred_actors]--> Salaam Namaste --[directed_by]--> Siddharth Anand
Path (Raw):       Arshad Warsi --[No Operation]--> Arshad Warsi --[(INV) starred_actors]--> Salaam Namaste --[directed_by]--> Siddharth Anand
Neg LogProb(↓):   0.453772
Path Entropy(↓):  0.656115
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What film did frederick marx write
Start Entity:     Frederick Marx
Gold Answer:      [['Hoop Dreams']]
Predicted Ans:    Hoop Dreams
Predicted Path:   Frederick Marx --[(INV) written_by]--> Hoop Dreams --[written_by]--> Steve James --[(INV) written_by]--> Hoop Dreams
Path (Raw):       Frederick Marx --[(INV) written_by]--> Hoop Dreams --[written_by]--> Steve James --[(INV) written_by]--> Hoop Dreams
Neg LogProb(↓):   0.000559
Path Entropy(↓):  0.004810
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What genres do the movies that share directors with into the woods fall under
Start Entity:     Into the Woods
Gold Answer:      [['Drama', 'Musical', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   Into the Woods --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[has_genre]--> Drama
Path (Raw):       Into the Woods --[directed_by]--> Rob Marshall --[(INV) directed_by]--> Nine --[has_genre]--> Drama
Neg LogProb(↓):   0.015042
Path Entropy(↓):  0.095871
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the primary languages in the movies written by the writer of privilege
Start Entity:     Privilege
Gold Answer:      [['Swedish', 'Norwegian']]
Predicted Ans:    Norwegian
Predicted Path:   Privilege --[written_by]--> Peter Watkins --[(INV) written_by]--> Edvard Munch --[in_language]--> Norwegian
Path (Raw):       Privilege --[written_by]--> Peter Watkins --[(INV) written_by]--> Edvard Munch --[in_language]--> Norwegian
Neg LogProb(↓):   0.123072
Path Entropy(↓):  0.377843
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movie was tony randel the director for
Start Entity:     Tony Randel
Gold Answer:      [['Fist of the North Star', 'Children of the Night']]
Predicted Ans:    Fist of the North Star
Predicted Path:   Tony Randel --[(INV) directed_by]--> Fist of the North Star --[directed_by]--> Tony Randel --[(INV) directed_by]--> Fist of the North Star
Path (Raw):       Tony Randel --[(INV) directed_by]--> Fist of the North Star --[directed_by]--> Tony Randel --[(INV) directed_by]--> Fist of the North Star
Neg LogProb(↓):   0.009184
Path Entropy(↓):  0.056279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are movie co - writers of anne michaels
Start Entity:     Anne Michaels
Gold Answer:      [['Jeremy Podeswa']]
Predicted Ans:    Jeremy Podeswa
Predicted Path:   Anne Michaels --[(INV) written_by]--> Fugitive Pieces --[written_by]--> Jeremy Podeswa
Path (Raw):       Anne Michaels --[No Operation]--> Anne Michaels --[(INV) written_by]--> Fugitive Pieces --[written_by]--> Jeremy Podeswa
Neg LogProb(↓):   0.444212
Path Entropy(↓):  0.653204
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the 40 - year - old virgin
Start Entity:     The 40-Year-Old Virgin
Gold Answer:      [['Judd Apatow', 'Steve Carell']]
Predicted Ans:    Judd Apatow
Predicted Path:   The 40-Year-Old Virgin --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[written_by]--> Judd Apatow
Path (Raw):       The 40-Year-Old Virgin --[written_by]--> Judd Apatow --[(INV) written_by]--> This Is 40 --[written_by]--> Judd Apatow
Neg LogProb(↓):   0.088137
Path Entropy(↓):  0.332341
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who are the directors of the movies written by jason lew
Start Entity:     Jason Lew
Gold Answer:      [['Aku Louhimies', 'Gus Van Sant']]
Predicted Ans:    Gus Van Sant
Predicted Path:   Jason Lew --[(INV) written_by]--> Restless --[directed_by]--> Gus Van Sant
Path (Raw):       Jason Lew --[No Operation]--> Jason Lew --[(INV) written_by]--> Restless --[directed_by]--> Gus Van Sant
Neg LogProb(↓):   0.004053
Path Entropy(↓):  0.026327
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which films did charles martin direct
Start Entity:     Charles Martin
Gold Answer:      [['My Dear Secretary']]
Predicted Ans:    My Dear Secretary
Predicted Path:   Charles Martin --[(INV) directed_by]--> My Dear Secretary --[directed_by]--> Charles Martin --[(INV) directed_by]--> My Dear Secretary
Path (Raw):       Charles Martin --[(INV) directed_by]--> My Dear Secretary --[directed_by]--> Charles Martin --[(INV) directed_by]--> My Dear Secretary
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000002
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by the actors in hammett
Start Entity:     Hammett
Gold Answer:      [['Peter Hyams', 'Jon Connolly', 'Walter B. Gibson', 'David Loucka', 'Mary Shelley', 'William Shakespeare', 'Bernie Kukoff', 'Jeff Harris', 'Daniel G. Sullivan', 'Hunter S. Thompson', 'Gene Wilder', 'Francis Ford Coppola', 'Hugh Wilson', 'Paul Monash', 'George V. Higgins', 'Joe Eszterhas', 'John Kaye', 'Paul Schrader', 'James Gunn', 'Bill Kerby', 'Joe Gannon', 'Crispan Bolt', 'Takeshi Kawata', 'Mel Brooks', 'Bo Goldman', 'Jeremy Larner']]
Predicted Ans:    Francis Ford Coppola
Predicted Path:   Hammett --[starred_actors]--> Frederic Forrest --[(INV) starred_actors]--> The Conversation --[written_by]--> Francis Ford Coppola
Path (Raw):       Hammett --[starred_actors]--> Frederic Forrest --[(INV) starred_actors]--> The Conversation --[written_by]--> Francis Ford Coppola
Neg LogProb(↓):   0.018904
Path Entropy(↓):  0.107492
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the creator of the film script for the rookie
Start Entity:     The Rookie
Gold Answer:      [['Scott Spiegel', 'Boaz Yakin']]
Predicted Ans:    Boaz Yakin
Predicted Path:   The Rookie --[written_by]--> Boaz Yakin --[(INV) written_by]--> A Price Above Rubies --[written_by]--> Boaz Yakin
Path (Raw):       The Rookie --[written_by]--> Boaz Yakin --[(INV) written_by]--> A Price Above Rubies --[written_by]--> Boaz Yakin
Neg LogProb(↓):   0.459737
Path Entropy(↓):  0.964107
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What kind of movie is spice world
Start Entity:     Spice World
Gold Answer:      [['Music', 'Comedy']]
Predicted Ans:    Music
Predicted Path:   Spice World --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Path (Raw):       Spice World --[has_genre]--> Music --[(INV) has_genre]--> La Vie en Rose --[has_genre]--> Music
Neg LogProb(↓):   3.151383
Path Entropy(↓):  0.177070
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The movies that share actors with the movie midnight express were in which languages
Start Entity:     Midnight Express
Gold Answer:      [['English', 'Italian', 'German']]
Predicted Ans:    English
Predicted Path:   Midnight Express --[starred_actors]--> Brad Davis --[(INV) starred_actors]--> Querelle --[in_language]--> English
Path (Raw):       Midnight Express --[starred_actors]--> Brad Davis --[(INV) starred_actors]--> Querelle --[in_language]--> English
Neg LogProb(↓):   0.412827
Path Entropy(↓):  0.803564
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person directed udaan
Start Entity:     Udaan
Gold Answer:      [['Vikramaditya Motwane']]
Predicted Ans:    Vikramaditya Motwane
Predicted Path:   Udaan --[directed_by]--> Vikramaditya Motwane --[(INV) directed_by]--> Udaan --[directed_by]--> Vikramaditya Motwane
Path (Raw):       Udaan --[directed_by]--> Vikramaditya Motwane --[(INV) directed_by]--> Udaan --[directed_by]--> Vikramaditya Motwane
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who appeared in the same movie with nick chinlund
Start Entity:     Nick Chinlund
Gold Answer:      [['Leslie Nielsen', 'Kelly Lynch', 'Matt Keeslar']]
Predicted Ans:    Nick Chinlund
Predicted Path:   Nick Chinlund --[(INV) starred_actors]--> Wyvern --[starred_actors]--> Nick Chinlund
Path (Raw):       Nick Chinlund --[No Operation]--> Nick Chinlund --[(INV) starred_actors]--> Wyvern --[starred_actors]--> Nick Chinlund
Neg LogProb(↓):   0.049054
Path Entropy(↓):  0.192195
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   False

========================================
What were the release dates of films written by the screenwriter of do the right thing
Start Entity:     Do the Right Thing
Gold Answer:      [['1995', '1998', '1988', '2000', '1990', '2012', '1992', '1991', '2004', '1994', '1999', '1986']]
Predicted Ans:    1990
Predicted Path:   Do the Right Thing --[written_by]--> Spike Lee --[(INV) written_by]--> Mo' Better Blues --[release_year]--> 1990
Path (Raw):       Do the Right Thing --[written_by]--> Spike Lee --[(INV) written_by]--> Mo' Better Blues --[release_year]--> 1990
Neg LogProb(↓):   1.204483
Path Entropy(↓):  1.883632
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is the writer of the film chance
Start Entity:     Chance
Gold Answer:      [['Amber Benson']]
Predicted Ans:    Amber Benson
Predicted Path:   Chance --[written_by]--> Amber Benson --[(INV) written_by]--> Chance --[written_by]--> Amber Benson
Path (Raw):       Chance --[written_by]--> Amber Benson --[(INV) written_by]--> Chance --[written_by]--> Amber Benson
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000001
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who is listed as screenwriter of david brian starred movies
Start Entity:     David Brian
Gold Answer:      [['Robert Wilder', 'Stuart Engstrand', 'Lenore J. Coffee', 'George Worthing Yates', 'William Faulkner', 'Bernard Girard', 'Everett Freeman']]
Predicted Ans:    Bernard Girard
Predicted Path:   David Brian --[(INV) starred_actors]--> This Woman Is Dangerous --[written_by]--> Bernard Girard
Path (Raw):       David Brian --[No Operation]--> David Brian --[(INV) starred_actors]--> This Woman Is Dangerous --[written_by]--> Bernard Girard
Neg LogProb(↓):   0.825844
Path Entropy(↓):  1.156598
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who acted in the movies written by the writer of the incredible shrinking man
Start Entity:     The Incredible Shrinking Man
Gold Answer:      [['Dakota Goyo', 'Max von Sydow', 'Gabrielle Union', 'Cameron Diaz', 'Clive Revill', 'Will Smith', 'Pamela Franklin', 'Hugh Jackman', 'Lily Tomlin', 'John Cusack', 'Charles Grodin', 'Karen Black', 'Riccardo Scamarcio', 'Nicole Grimaudo', 'Ennio Fantastichini', 'Alessandro Preziosi', 'Jane Seymour', 'Charlton Heston', 'Annabella Sciorra', 'Bela Lugosi', 'Roddy McDowall', 'Giancarlo Esposito', 'Luke Evans', 'A.J. Buckley', 'Robin Williams', 'Robert Burton', 'Christopher Plummer', 'Ned Beatty', 'Alice Eve', 'Christopher Lee', 'James Marsden', 'Teresa Wright', 'Jack Palance', 'Brendan Gleeson', 'Gene Hackman', 'Mark Damon', 'Harry Ellerbe', 'Myrna Fahey', 'Charles Gray', 'Leon Greene', 'Frank Langella', 'Dan Aykroyd', 'Boris Karloff', 'Gayle Hunnicutt', 'Charles Bronson', 'Kevin Bacon', 'Darren McGavin', 'Dennis Weaver', 'Christopher Reeve', 'Peter Lorre', 'Vincent Price']]
Predicted Ans:    Peter Lorre
Predicted Path:   The Incredible Shrinking Man --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[starred_actors]--> Peter Lorre
Path (Raw):       The Incredible Shrinking Man --[written_by]--> Richard Matheson --[(INV) written_by]--> The Raven --[starred_actors]--> Peter Lorre
Neg LogProb(↓):   0.809533
Path Entropy(↓):  1.422783
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
The director of weekend was
Start Entity:     Weekend
Gold Answer:      [['Andrew Haigh']]
Predicted Ans:    Andrew Haigh
Predicted Path:   Weekend --[directed_by]--> Andrew Haigh --[(INV) directed_by]--> Weekend --[directed_by]--> Andrew Haigh
Path (Raw):       Weekend --[directed_by]--> Andrew Haigh --[(INV) directed_by]--> Weekend --[directed_by]--> Andrew Haigh
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which person wrote the films acted by vittorio mezzogiorno
Start Entity:     Vittorio Mezzogiorno
Gold Answer:      [['Francesco Rosi']]
Predicted Ans:    Francesco Rosi
Predicted Path:   Vittorio Mezzogiorno --[(INV) starred_actors]--> Three Brothers --[written_by]--> Francesco Rosi
Path (Raw):       Vittorio Mezzogiorno --[No Operation]--> Vittorio Mezzogiorno --[(INV) starred_actors]--> Three Brothers --[written_by]--> Francesco Rosi
Neg LogProb(↓):   0.000001
Path Entropy(↓):  0.000011
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What kind of movie is dead men walk
Start Entity:     Dead Men Walk
Gold Answer:      [['Horror']]
Predicted Ans:    Horror
Predicted Path:   Dead Men Walk --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Path (Raw):       Dead Men Walk --[has_genre]--> Horror --[(INV) has_genre]--> Donovan's Brain --[has_genre]--> Horror
Neg LogProb(↓):   2.657626
Path Entropy(↓):  3.982279
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which films did stephen tolkin direct
Start Entity:     Stephen Tolkin
Gold Answer:      [['Carolina Moon']]
Predicted Ans:    Carolina Moon
Predicted Path:   Stephen Tolkin --[(INV) directed_by]--> Carolina Moon --[directed_by]--> Stephen Tolkin --[(INV) directed_by]--> Carolina Moon
Path (Raw):       Stephen Tolkin --[(INV) directed_by]--> Carolina Moon --[directed_by]--> Stephen Tolkin --[(INV) directed_by]--> Carolina Moon
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000004
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Which movies share the same director of full moon in blue water
Start Entity:     Full Moon in Blue Water
Gold Answer:      [['The Trip to Bountiful']]
Predicted Ans:    The Trip to Bountiful
Predicted Path:   Full Moon in Blue Water --[directed_by]--> Peter Masterson --[(INV) directed_by]--> The Trip to Bountiful
Path (Raw):       Full Moon in Blue Water --[No Operation]--> Full Moon in Blue Water --[directed_by]--> Peter Masterson --[(INV) directed_by]--> The Trip to Bountiful
Neg LogProb(↓):   0.401159
Path Entropy(↓):  0.701523
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who are the screenwriters that the directors of their movies also directed alice in the cities
Start Entity:     Alice in the Cities
Gold Answer:      [['Juliano Ribeiro Salgado', 'Michael Almereyda', 'Wim Wenders', 'Peter Handke', 'Michelangelo Antonioni', 'Sam Shepard', 'Joe Gores', 'Patricia Highsmith', 'Peter Carey', 'Solveig Dommartin', 'Nathaniel Hawthorne', 'L.M. Kit Carson', 'Richard Reitinger', 'Nicholas Klein', 'Bono', 'Ulrich Zieger']]
Predicted Ans:    Wim Wenders
Predicted Path:   Alice in the Cities --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds --[written_by]--> Wim Wenders
Path (Raw):       Alice in the Cities --[directed_by]--> Wim Wenders --[(INV) directed_by]--> Beyond the Clouds --[written_by]--> Wim Wenders
Neg LogProb(↓):   0.203277
Path Entropy(↓):  0.724707
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
When did the movies release whose directors also directed runner runner
Start Entity:     Runner Runner
Gold Answer:      [['2011']]
Predicted Ans:    2013
Predicted Path:   Runner Runner --[directed_by]--> Brad Furman --[(INV) directed_by]--> Runner Runner --[release_year]--> 2013
Path (Raw):       Runner Runner --[directed_by]--> Brad Furman --[(INV) directed_by]--> Runner Runner --[release_year]--> 2013
Neg LogProb(↓):   0.032162
Path Entropy(↓):  0.146000
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
Who wrote movies together with mark obmascik
Start Entity:     Mark Obmascik
Gold Answer:      [['Howard Franklin']]
Predicted Ans:    Howard Franklin
Predicted Path:   Mark Obmascik --[(INV) written_by]--> The Big Year --[written_by]--> Howard Franklin
Path (Raw):       Mark Obmascik --[No Operation]--> Mark Obmascik --[(INV) written_by]--> The Big Year --[written_by]--> Howard Franklin
Neg LogProb(↓):   0.053981
Path Entropy(↓):  0.205984
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who directed movies for the writer of looking for comedy in the muslim world
Start Entity:     Looking for Comedy in the Muslim World
Gold Answer:      [['Albert Brooks', 'Michael Ritchie']]
Predicted Ans:    Albert Brooks
Predicted Path:   Looking for Comedy in the Muslim World --[written_by]--> Albert Brooks --[(INV) written_by]--> Defending Your Life --[directed_by]--> Albert Brooks
Path (Raw):       Looking for Comedy in the Muslim World --[written_by]--> Albert Brooks --[(INV) written_by]--> Defending Your Life --[directed_by]--> Albert Brooks
Neg LogProb(↓):   0.370137
Path Entropy(↓):  1.137278
Gold Hop Count:   3
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
Who directed the films written by david o. selznick
Start Entity:     David O. Selznick
Gold Answer:      [['Lambert Hillyer', 'John Cromwell', 'King Vidor', 'Alfred Hitchcock']]
Predicted Ans:    King Vidor
Predicted Path:   David O. Selznick --[(INV) directed_by]--> Duel in the Sun --[directed_by]--> King Vidor
Path (Raw):       David O. Selznick --[No Operation]--> David O. Selznick --[(INV) directed_by]--> Duel in the Sun --[directed_by]--> King Vidor
Neg LogProb(↓):   0.074170
Path Entropy(↓):  0.264949
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release years the films starred by jonathan holiff
Start Entity:     Jonathan Holiff
Gold Answer:      [['2012']]
Predicted Ans:    2012
Predicted Path:   Jonathan Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[release_year]--> 2012
Path (Raw):       Jonathan Holiff --[No Operation]--> Jonathan Holiff --[(INV) starred_actors]--> My Father and the Man in Black --[release_year]--> 2012
Neg LogProb(↓):   0.000055
Path Entropy(↓):  0.000603
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What films did ina balin act in
Start Entity:     Ina Balin
Gold Answer:      [['From the Terrace', 'The Comancheros']]
Predicted Ans:    The Comancheros
Predicted Path:   Ina Balin --[(INV) starred_actors]--> The Comancheros --[starred_actors]--> Nehemiah Persoff --[(INV) starred_actors]--> The Comancheros
Path (Raw):       Ina Balin --[(INV) starred_actors]--> The Comancheros --[starred_actors]--> Nehemiah Persoff --[(INV) starred_actors]--> The Comancheros
Neg LogProb(↓):   0.038017
Path Entropy(↓):  0.159583
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   True

========================================
What are the genres of the films written by sean mcnamara
Start Entity:     Sean McNamara
Gold Answer:      [['Drama', 'Biography']]
Predicted Ans:    Drama
Predicted Path:   Sean McNamara --[(INV) written_by]--> Soul Surfer --[has_genre]--> Drama
Path (Raw):       Sean McNamara --[No Operation]--> Sean McNamara --[(INV) written_by]--> Soul Surfer --[has_genre]--> Drama
Neg LogProb(↓):   0.001136
Path Entropy(↓):  0.008832
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Which person wrote the movies starred by d'urville martin
Start Entity:     D'Urville Martin
Gold Answer:      [['Rudy Ray Moore']]
Predicted Ans:    Rudy Ray Moore
Predicted Path:   D'Urville Martin --[(INV) starred_actors]--> Dolemite --[written_by]--> Rudy Ray Moore
Path (Raw):       D'Urville Martin --[No Operation]--> D'Urville Martin --[(INV) starred_actors]--> Dolemite --[written_by]--> Rudy Ray Moore
Neg LogProb(↓):   0.000000
Path Entropy(↓):  0.000008
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres are the movies acted by james belushi in
Start Entity:     James Belushi
Gold Answer:      [['Drama', 'Crime', 'Comedy', 'Action']]
Predicted Ans:    Comedy
Predicted Path:   James Belushi --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Path (Raw):       James Belushi --[No Operation]--> James Belushi --[(INV) starred_actors]--> Red Heat --[has_genre]--> Comedy
Neg LogProb(↓):   0.070225
Path Entropy(↓):  0.318897
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What were the release dates of james mottern directed movies
Start Entity:     James Mottern
Gold Answer:      [['2008']]
Predicted Ans:    2008
Predicted Path:   James Mottern --[(INV) directed_by]--> Trucker --[release_year]--> 2008
Path (Raw):       James Mottern --[No Operation]--> James Mottern --[(INV) directed_by]--> Trucker --[release_year]--> 2008
Neg LogProb(↓):   0.000044
Path Entropy(↓):  0.000488
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
Who wrote the movies acted by gilda radner
Start Entity:     Gilda Radner
Gold Answer:      [['Gene Wilder', 'Buck Henry', 'John Leach']]
Predicted Ans:    Buck Henry
Predicted Path:   Gilda Radner --[(INV) starred_actors]--> First Family --[written_by]--> Buck Henry
Path (Raw):       Gilda Radner --[No Operation]--> Gilda Radner --[(INV) starred_actors]--> First Family --[written_by]--> Buck Henry
Neg LogProb(↓):   0.417830
Path Entropy(↓):  0.700872
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
The films acted by jan henrik stahlberg were directed by who
Start Entity:     Jan Henrik Stahlberg
Gold Answer:      [['Marcus Mittermeier']]
Predicted Ans:    Marcus Mittermeier
Predicted Path:   Jan Henrik Stahlberg --[(INV) starred_actors]--> Muxmäuschenstill --[directed_by]--> Marcus Mittermeier
Path (Raw):       Jan Henrik Stahlberg --[No Operation]--> Jan Henrik Stahlberg --[(INV) starred_actors]--> Muxmäuschenstill --[directed_by]--> Marcus Mittermeier
Neg LogProb(↓):   -0.000000
Path Entropy(↓):  0.000000
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What genres do the films starred by richard farnsworth fall under
Start Entity:     Richard Farnsworth
Gold Answer:      [['Western', 'Thriller']]
Predicted Ans:    Thriller
Predicted Path:   Richard Farnsworth --[(INV) starred_actors]--> Misery --[has_genre]--> Thriller
Path (Raw):       Richard Farnsworth --[No Operation]--> Richard Farnsworth --[(INV) starred_actors]--> Misery --[has_genre]--> Thriller
Neg LogProb(↓):   0.000362
Path Entropy(↓):  0.003293
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
What is the genre for i married a witch
Start Entity:     I Married a Witch
Gold Answer:      [['Fantasy', 'Comedy']]
Predicted Ans:    Drama
Predicted Path:   I Married a Witch --[written_by]--> Marc Connelly --[(INV) written_by]--> The Green Pastures --[has_genre]--> Drama
Path (Raw):       I Married a Witch --[written_by]--> Marc Connelly --[(INV) written_by]--> The Green Pastures --[has_genre]--> Drama
Neg LogProb(↓):   0.183616
Path Entropy(↓):  0.563661
Gold Hop Count:   1
Agent Hop Count:  3
Solved (Hit@1):   False

========================================
What are the movies that are directed by the same director of best friends
Start Entity:     Best Friends
Gold Answer:      [['Jesus Christ Superstar', "Other People's Money", 'Bogus', '40 Pounds of Trouble', 'The Hurricane', 'Fiddler on the Roof', 'The Cincinnati Kid', 'Moonstruck', 'The Thomas Crown Affair', 'Only You', 'Rollerball', 'Send Me No Flowers', 'Agnes of God', 'In Country', 'The Statement', 'The Thrill of It All', "A Soldier's Story", 'In the Heat of the Night']]
Predicted Ans:    The Statement
Predicted Path:   Best Friends --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement
Path (Raw):       Best Friends --[No Operation]--> Best Friends --[directed_by]--> Norman Jewison --[(INV) directed_by]--> The Statement
Neg LogProb(↓):   0.675463
Path Entropy(↓):  1.564142
Gold Hop Count:   2
Agent Hop Count:  2
Solved (Hit@1):   True

========================================
